diff --git a/benchmarks/.gitignore b/benchmarks/.gitignore
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--- /dev/null
+++ b/benchmarks/.gitignore
@@ -0,0 +1 @@
+node_modules/
diff --git a/benchmarks/openui-bench/.gitattributes b/benchmarks/openui-bench/.gitattributes
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+++ b/benchmarks/openui-bench/.gitattributes
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+# Benchmark data, not hand-written code: collapse in diffs and keep out of
+# language stats. raw/ is verbatim model output, results/ is score.mjs output,
+# the two a2ui artifacts are generated by protocols/a2ui/prompt.py.
+raw/** linguist-generated=true
+results/** linguist-generated=true
+protocols/a2ui/catalog-a2ui.json linguist-generated=true
+protocols/a2ui/catalog-surface.json linguist-generated=true
+protocols/a2ui/system-prompt.txt linguist-generated=true
diff --git a/benchmarks/openui-bench/.gitignore b/benchmarks/openui-bench/.gitignore
new file mode 100644
index 000000000..34d7cb1f5
--- /dev/null
+++ b/benchmarks/openui-bench/.gitignore
@@ -0,0 +1,4 @@
+node_modules/
+__pycache__/
+*.pyc
+.venv/
diff --git a/benchmarks/openui-bench/README.md b/benchmarks/openui-bench/README.md
new file mode 100644
index 000000000..59e2f4d57
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+++ b/benchmarks/openui-bench/README.md
@@ -0,0 +1,147 @@
+# openui-bench
+
+Reliability benchmark for three generative-UI formats over one shared
+component catalog: [OpenUI Lang](https://github.com/thesysdev/openui),
+Google [A2UI](https://github.com/a2ui-project/a2ui) (v0.9), and Vercel
+[json-render](https://github.com/vercel-labs/json-render) (0.19). Results are
+published in the [blog post](https://thesys.dev/blog/generative-ui-benchmark);
+this directory holds everything needed to check or extend them: the briefs,
+the catalog, each format's prompt and validator built from its own SDK, every
+raw model output, and the scored verdicts.
+
+## Headline setup
+
+- 46 screen briefs in 5 size bands (2 to 18 numbered requirements). None names
+  a component or layout.
+- 70-component catalog derived from OpenUI's public component library: the
+  open-source chat set, six chat blocks from the same library, and twelve
+  components from the public shadcn-chat example. `catalog/public-catalog.json`
+  is the single source all three protocol surfaces derive from.
+- 6 models, one seat per company: GPT-5.6 Sol, Claude Opus 4.8, Kimi K3,
+  Gemini 3.6 Flash, Qwen3.8 2.4T, Muse Spark 1.2 (plus an extra Terra run kept
+  out of the averages, one OpenAI seat only).
+- One uniform condition for every model and format: 4 generations per brief,
+  temperature 0.7 (Anthropic runs its model default; the API rejects setting
+  it), reasoning minimal/none, 16,384-token output ceiling. 1,104 scored runs
+  per format. Gemini's json-render and A2UI legs were generated with 10
+  repeats before the 4-rep rule was settled; the scored set is the first 4
+  (fixed rule, not outcome-selected) and only those are committed.
+- Each format's prompt comes from its own SDK's generator: OpenUI through
+  `generatePrompt` with its official options (component groups, two additional
+  rules, two worked examples; see `protocols/openui/prompt.ts`), json-render
+  through `catalog.prompt()` with three custom rules, A2UI through the agent
+  SDK's `DirectJsonFormat` generator as-is.
+- Each format's validation is its own SDK's shipped code plus one shared
+  completeness layer (identical rules for all three) described under
+  "Judgment calls".
+
+## Layout
+
+| Path | What it is |
+|---|---|
+| `briefs/` | The 46 briefs as data (`briefs.mjs`) and the band design (`DESIGN.md`). |
+| `catalog/public-catalog.json` | The shared 70-component catalog. |
+| `protocols/openui/` | catalog, prompt (lang-core `generatePrompt`), validator (lang-core parser). |
+| `protocols/jsonrender/` | catalog (`defineCatalog` with Zod), prompt (`catalog.prompt()`), validator (their stream compiler, `validateSpec`, Zod gate). |
+| `protocols/a2ui/` | catalog + prompt generation (official python SDK), scorer (`score.py`), renderer gate (`validator.mjs`, `@a2ui/web_core` MessageProcessor), and the generated `catalog-a2ui.json` / `system-prompt.txt` the runs consumed. |
+| `run.mjs` | Generation runner (any OpenAI-compatible provider, Anthropic, Google). |
+| `score.mjs` | Offline scorer: replays every raw through the validators, no API keys needed. |
+| `tools/` | Token counts, cost estimates, blank-screen floor. |
+| `raw/` | Every scored model output, verbatim: `raw/<label>/<format>__<brief>__r<repeat>.txt`. |
+| `results/` | Scored verdicts per model, one row per run. |
+
+## Reproduce the scores (no API keys)
+
+```bash
+npm install
+
+# A2UI's scorer needs the official python SDK:
+python3 -m venv .venv
+.venv/bin/pip install antlr4-tools          # their build hook needs the antlr4 binary
+.venv/bin/pip install "a2ui_agent @ git+https://github.com/a2ui-project/a2ui#subdirectory=agent_sdks/python/a2ui_agent"
+
+A2UI_PYTHON=.venv/bin/python node score.mjs           # all models, ~15 min
+A2UI_PYTHON=.venv/bin/python node score.mjs gemini    # one model
+```
+
+`score.mjs` rewrites `results/results-<model>.json` from the raws alone, so a
+diff against the committed results is the integrity check. `raw/*/truncated.json`
+records the generations that hit the output ceiling, the one generation-time
+fact a raw file cannot carry.
+
+Token and cost tables, and the conservative A2UI blank-screen count
+(`score.mjs` already prints per-format renderable counts):
+
+```bash
+node tools/count-tokens.mjs
+node tools/cost-estimate.mjs
+A2UI_PYTHON=.venv/bin/python node protocols/a2ui/counterfactual.mjs sol opus48 kimi gemini qwen muse
+```
+
+## Regenerate (API keys required)
+
+```bash
+BENCH_MODEL=google/gemini-3.6-flash BENCH_LABEL=gemini \
+OPENROUTER_API_KEY=... node run.mjs openui jsonrender a2ui
+```
+
+`BENCH_PROVIDER` selects openrouter (default), openai, anthropic, or google;
+each has its own key env. Raws are idempotent (existing non-empty files are
+skipped), so an interrupted run resumes by re-running the same command. See
+the header of `run.mjs` for every knob.
+
+## Add a model / brief / protocol
+
+- **Model**: pick a label, run `run.mjs` with `BENCH_MODEL`/`BENCH_LABEL`,
+  then `score.mjs <label>`. No code changes.
+- **Brief**: add an entry to `briefs/briefs.mjs` (name, band, reqs count,
+  prompt text following `briefs/DESIGN.md`), rerun generation for the new
+  brief (`BENCH_ONLY=<name>`).
+- **Protocol**: one folder under `protocols/` exposing a system prompt and an
+  `evaluate(text, {reqs})` verdict, wired into the `FORMATS` map in `run.mjs`
+  and the dispatch in `score.mjs`. The three existing folders are the
+  reference implementations.
+
+## Judgment calls
+
+Everything that is not the SDKs' own code, in one place:
+
+- **Shared completeness layer** (all formats): a run is complete when it
+  parses, renders a root, every reference resolves, every component is
+  reachable from root, required props are present, and enum-typed props carry
+  listed values. A **coverage floor** guards against trivially small outputs:
+  a complete screen must define at least as many components as its brief has
+  numbered requirements.
+- **openui**: lang-core's parser surfaces an inline object literal in a typed
+  slot as an unresolved ref literally named `undefined`; when the token
+  `undefined` appears nowhere in the text this is scored as the parser
+  artifact it is, not a model failure. `generatePrompt` hardcodes a
+  `Stack(...)` positional-args example the catalog does not contain; the
+  prompt swaps it to `Card(...)` (see `fixStackExample`).
+- **json-render**: fenced output is accepted, and `children`/`visible` are
+  defaulted before their strict Zod gate, because the shipped runtime renders
+  both (same two leniencies as the MDMA benchmark). Their strict gate
+  validates props as an untyped record for multi-component catalogs, so the
+  shared layer supplies the enum/required checks. Where a component's single
+  ref-typed prop is absent but the element carries json-render's native
+  top-level `children` array, children are credited to that slot (leniency
+  toward their idiom).
+- **A2UI**: the SDK scorer's full-payload validation errors are consumed into
+  the verdict even when parsing succeeded, so they cannot vanish. The shipped
+  `@a2ui/web_core` renderer gate (validate-all-then-apply per message) decides
+  renderability; `protocols/a2ui/counterfactual.mjs` reports the conservative
+  count, runs that stay blank even when every component is rendered
+  individually with the all-or-nothing rule removed.
+- **Empty responses**: scored as blanks (renderable=false), including the two
+  openui runs where a provider-side filter intermittently returned an empty
+  response to the disaster-response brief.
+- **API errors**: retried and resumed at generation time; no failed API call
+  is scored as a model failure.
+
+## Lineage
+
+The method builds on Mobile Reality's
+[MDMA benchmark](https://github.com/MobileReality/mdma); the shared-layer
+leniencies for json-render match theirs. All three SDK versions are pinned in
+`package.json`, and the A2UI catalog id embedded in the raws' prompts is kept
+verbatim so the committed raws stay reproducible.
diff --git a/benchmarks/openui-bench/briefs/DESIGN.md b/benchmarks/openui-bench/briefs/DESIGN.md
new file mode 100644
index 000000000..e25b4aa3c
--- /dev/null
+++ b/benchmarks/openui-bench/briefs/DESIGN.md
@@ -0,0 +1,549 @@
+# Brief design
+
+The 46 screen briefs in `briefs.mjs`, and the rules they were written under.
+This file is the design record; the briefs themselves are frozen. Changing a
+brief invalidates every raw generated against it, so any change means new raw
+dirs and a full rerun.
+
+## What the briefs measure
+
+Failure rate versus screen complexity, where complexity is the number of
+numbered requirements in the brief, known by construction. The model keeps
+full structural freedom: requirements name content and intent, never
+components or layout, so every mistake class stays live (wrong component
+choice, bad props, broken references, hallucinated names).
+
+## Prompt template (frozen)
+
+Each scenario becomes this user message (system prompts are the official per-format
+generators, untouched):
+
+```
+{context} Build a single screen for this. It must show:
+1. {requirement}
+...
+N. {requirement}
+Cover every numbered item.
+```
+
+Requirement count N is the scenario's complexity value. Bands:
+
+| band | requirements | scenarios | label |
+|---|---|---|---|
+| B1 | 2–3 | 10 | glance |
+| B2 | 4–6 | 10 | simple screen |
+| B3 | 7–10 | 10 | working screen |
+| B4 | 11–15 | 8 | dense screen |
+| B5 | 16–20 | 8 | full workspace |
+
+## Scenario authoring rules (enforced before sign-off)
+
+1. Requirements name **content and intent only**. Never a component, never layout.
+2. Banned (word-boundary, case-insensitive grep over this file's scenario section
+   must return zero hits): every catalog component name plus common UI/layout nouns:
+   `accordion, areachart, barchart, button, callout, card, chart, checkbox, chip,
+   chips, col, datepicker, form, grid, header, icon, image, inline, input, list,
+   metric, modal, option, picker, radio, row, column, scatter, section, segmented,
+   select, slider, snippet, stack, stacked, steps, switch, tab, tabs, table, tag,
+   text, textarea, toggle, side-by-side, dropdown, badge`.
+3. Every requirement must be expressible with the 70-component catalog (reviewed by
+   hand once at sign-off).
+4. Interactive intents phrased as "a way to ..." so the model chooses the control.
+
+## Scenarios (frozen set)
+
+### B1: glance (2–3 requirements)
+
+**b1-uptime** (2): Status page for the platform team.
+1. current uptime percentage for the API this month
+2. a short note on the most recent incident and when it was resolved
+
+**b1-profile** (3): A person's page in the company directory.
+1. the person's name and role
+2. a short bio
+3. a way to send them a message
+
+**b1-invoice** (3): A freelancer's invoice view for a client.
+1. the amount due and currency
+2. the due date
+3. a way to pay now
+
+**b1-newsletter** (2): Signup page for a weekly product newsletter.
+1. one sentence on what subscribers get
+2. a way to enter an email address and subscribe
+
+**b1-meeting** (3): A quick look at what is next on the calendar.
+1. the next meeting's title and start time
+2. who is attending
+3. a way to join the call
+
+**b1-revenue** (2): A shop owner checking in mid-morning.
+1. revenue so far today
+2. how that compares with the same time yesterday
+
+**b1-task** (3): A personal focus view for one task.
+1. the single most urgent task with its deadline
+2. its current status
+3. a way to mark it done
+
+**b1-weather** (3): A morning weather brief.
+1. current temperature and conditions for Bengaluru
+2. the outlook for the next three days
+3. sunrise and sunset times
+
+**b1-order** (3): A customer checking a delivery.
+1. where the package is right now
+2. the estimated delivery date
+3. a way to report a problem with the delivery
+
+**b1-poll** (2): A team lunch poll.
+1. the question "Where should we go for lunch on Friday?"
+2. three restaurants the user can vote between
+
+### B2: simple screen (4–6 requirements)
+
+**b2-sales** (5): A founder's monthly sales check.
+1. revenue this month
+2. how revenue moved over the last six months
+3. the three best-selling products with units sold for each
+4. conversion percentage
+5. a way to download the numbers
+
+**b2-support** (5): A support lead's morning view.
+1. how many tickets are open
+2. average first-response time
+3. the five most recent tickets with priority for each
+4. a way to narrow to high-priority only
+5. a way to open a new ticket
+
+**b2-fitness** (4): A fitness app's daily summary.
+1. step count today against the daily goal
+2. calories burned
+3. how workouts went over the past week
+4. a way to log a new workout
+
+**b2-job** (6): A job posting page for a design role.
+1. the role title and team
+2. a short role description
+3. the main qualifications sought
+4. the salary range
+5. a way to apply with name, email and a resume link
+6. a way to share the posting
+
+**b2-cafe** (5): A cafe's menu screen.
+1. drinks with prices
+2. food with prices
+3. today's special called out
+4. a way to show vegetarian items only
+5. opening hours
+
+**b2-budget** (5): A personal budget check.
+1. total spent this month against the budget
+2. spending split by category
+3. the single largest expense highlighted
+4. a way to look at a different month
+5. a way to add an expense
+
+**b2-course** (6): A learner's course home.
+1. course title and instructor
+2. overall progress percentage
+3. modules with completion status for each
+4. the next lesson called out
+5. the average learner rating
+6. a way to continue learning
+
+**b2-stock** (4): A store's low-inventory warning view.
+1. items running low with remaining units for each
+2. a way to reorder each item
+3. the threshold that triggers this warning
+4. a way to search items
+
+**b2-standup** (5): A remote team's async standup.
+1. each teammate with today's status update
+2. anyone blocked called out
+3. today's date
+4. a way to post your own update
+5. how many updates are still missing
+
+**b2-event** (6): A conference landing screen.
+1. event name, date and venue
+2. the agenda with times
+3. the speakers with one line on each
+4. ticket tiers with prices
+5. a way to register with name and email
+6. days remaining until the event
+
+### B3: working screen (7–10 requirements)
+
+**b3-marketing** (8): A marketing manager's weekly dashboard.
+1. site visitors over the last 30 days
+2. conversion rate
+3. the top five traffic sources with share for each
+4. running campaigns with spend for each
+5. the best performing campaign called out
+6. a way to change the date range
+7. email subscriber growth this month
+8. a way to export the report
+
+**b3-orders** (9): An e-commerce operations desk.
+1. orders placed today
+2. revenue today
+3. average order value
+4. recent orders with id, customer, total and status for each
+5. a way to narrow by status
+6. a way to search by customer name
+7. refund rate this month
+8. order volume across the past four weeks
+9. a way to mark an order fulfilled
+
+**b3-hr** (8): An HR lead's hiring overview.
+1. current headcount
+2. open roles with department for each
+3. candidates at each pipeline stage
+4. average time to hire
+5. headcount split by department
+6. interviews scheduled this week
+7. attrition over the past six months
+8. a way to open a new role
+
+**b3-server** (8): An on-call engineer's service health view.
+1. uptime this quarter
+2. CPU and memory usage over the past 24 hours
+3. error rate right now
+4. open incidents with severity for each
+5. a way to narrow to one region
+6. the five slowest endpoints with latency for each
+7. a way to set an alert threshold
+8. a way to acknowledge an incident
+
+**b3-crm** (9): A sales rep's account page.
+1. account name and owner
+2. total deal value
+3. current deal stage
+4. recent activity in order
+5. contacts with role for each
+6. open follow-ups with due dates
+7. a way to jot a note
+8. the renewal date with a warning if it is near
+9. a way to log a call
+
+**b3-clinic** (7): A clinic receptionist's day view.
+1. today's appointments with times and patient names
+2. how many patients are expected
+3. no-show rate this month
+4. which rooms are free right now
+5. the next patient called out
+6. a way to check a patient in
+7. a way to move to another day
+
+**b3-content** (8): An editor's content studio.
+1. drafts with status for each
+2. pieces published this week
+3. the most-read article this month
+4. readership over the past 30 days
+5. a way to narrow by category
+6. a way to schedule a piece with title and publish date
+7. comments awaiting reply
+8. a way to start a new draft
+
+**b3-freight** (9): A logistics coordinator's board.
+1. shipments in transit with origin, destination, ETA and status for each
+2. delayed shipments called out
+3. on-time percentage this month
+4. volume split by carrier
+5. a way to search by route
+6. average cost per shipment
+7. weekly volume across the past two months
+8. a way to flag a shipment
+9. when the numbers were last refreshed
+
+**b3-finance** (7): A startup's month-end finance view.
+1. cash on hand
+2. monthly burn
+3. months of runway
+4. expenses split by category
+5. transactions above 10,000 dollars this month
+6. a way to look at a different month
+7. a way to download the statement
+
+**b3-learning** (8): A training platform's analytics.
+1. active learners this week
+2. course completion rate
+3. average quiz score
+4. courses ranked by enrollment
+5. learners at risk of dropping out
+6. a way to narrow to one cohort
+7. engagement across the past eight weeks
+8. a way to message a cohort
+
+### B4: dense screen (11–15 requirements)
+
+**b4-saas** (13): A SaaS company's admin overview.
+1. monthly recurring revenue
+2. annual recurring revenue
+3. churn this month
+4. new signups over the past 90 days
+5. customers split by plan
+6. the ten largest customers with seats and spend for each
+7. accounts at risk with the reason for each
+8. failed payments with a way to retry each
+9. adoption of the three newest features
+10. current NPS
+11. a way to change the reporting period
+12. seat utilization across the company
+13. a way to invite another admin
+
+**b4-hospital** (12): A hospital operations command view.
+1. bed occupancy
+2. current ER wait
+3. admissions over the past two weeks
+4. patients per department
+5. staff on shift with role for each
+6. critical patients called out
+7. patients ready for discharge
+8. today's operating room bookings
+9. supplies running low
+10. a way to file an incident
+11. a way to look at another day
+12. a way to request a patient transfer
+
+**b4-retail** (12): A store manager's daily console.
+1. sales today against target
+2. foot traffic through the day
+3. best sellers with units for each
+4. items out of stock
+5. who is on shift today
+6. average basket size
+7. returns this week
+8. how each running promotion is doing
+9. each register and whether it is open
+10. a way to reorder an item
+11. a way to view a different store
+12. this week compared with last week
+
+**b4-portfolio** (13): A PMO's project portfolio review.
+1. active projects with owner, deadline and health for each
+2. overdue milestones
+3. budget spent against allocation per project
+4. team utilization
+5. risks with severity for each
+6. deadlines in the next two weeks
+7. delivery pace over the past six sprints
+8. blocked work items
+9. a one-line health summary of the portfolio
+10. a way to look at a different quarter
+11. a way to request more people for a project
+12. a way to export the review
+13. a way to archive a finished project
+
+**b4-bank** (11): A personal banking home.
+1. balances for checking, savings and credit
+2. recent transactions with merchant and amount for each
+3. spending split by category this month
+4. bills due soon
+5. progress toward the vacation savings goal
+6. current credit score
+7. a way to move money between accounts with an amount
+8. a way to freeze the credit line
+9. a way to pick a statement period
+10. a way to manage what triggers alerts
+11. a way to dispute a transaction
+
+**b4-power** (12): A power network operator's console.
+1. current electricity load on the network
+2. how close the network is to capacity
+3. generation split by source
+4. each plant with output and status
+5. outages with affected region for each
+6. demand forecast for the next 24 hours
+7. current price per megawatt hour
+8. maintenance planned this month
+9. live alerts as they arrive
+10. a way to focus on one region
+11. a way to order curtailment
+12. emissions today
+
+**b4-airline** (12): An airline hub operations desk.
+1. on-time performance today
+2. flights with number, route, gate and status for each
+3. delayed flights called out
+4. recent gate changes
+5. crews available for reassignment
+6. weather advisories at the hub
+7. average passenger load today
+8. connections at risk of being missed
+9. a way to rebook affected passengers
+10. a way to look at a different hub
+11. cancellations today
+12. average turnaround time
+
+**b4-creator** (11): A creator's cross-platform studio.
+1. follower total and growth over the past month
+2. engagement rate
+3. best posts this month with reach for each
+4. audience split by platform
+5. posts scheduled this week
+6. the best hour to post based on history
+7. comments waiting for a reply
+8. earnings this month
+9. pending collaboration requests
+10. a way to schedule a post with caption and time
+11. a way to narrow everything to one platform
+
+### B5: full workspace (16–20 requirements)
+
+**b5-exec** (18): A CEO's quarterly command view.
+1. revenue
+2. costs
+3. profit
+4. revenue over four quarters
+5. costs over four quarters
+6. budget by department against plan
+7. headcount by department
+8. top risks with owner for each
+9. strategic initiatives with status for each
+10. months of runway
+11. sales pipeline value
+12. win rate
+13. customer count and churn
+14. NPS
+15. items for the next board meeting
+16. a way to change the quarter
+17. a way to focus on one region
+18. a way to export the pack
+
+**b5-city** (17): A city operations center.
+1. congestion right now
+2. transit punctuality
+3. air quality by district
+4. energy use over the past week
+5. water use today
+6. open incidents with location and severity for each
+7. where emergency vehicles are deployed
+8. parking availability downtown
+9. public events this weekend
+10. citizen reports as they come in
+11. service request backlog
+12. current weather
+13. a way to focus on one district
+14. a way to dispatch a crew
+15. a way to send a public alert with a message
+16. roadworks planned this month
+17. infrastructure jobs due for maintenance
+
+**b5-game** (16): A game studio's live-ops room.
+1. players online right now
+2. daily and monthly active players
+3. revenue today
+4. revenue per user
+5. session length over the past two weeks
+6. best-selling items with units for each
+7. each server region and its health
+8. crash rate by app version
+9. live events running and upcoming
+10. player reports awaiting review
+11. ban appeals awaiting review
+12. in-game currency inflation
+13. results of the two running experiments
+14. a way to draft patch notes
+15. a way to focus on one region
+16. a way to ship a hotfix
+
+**b5-fund** (17): A trading desk's morning workspace.
+1. portfolio value
+2. profit and loss today
+3. positions with ticker, size, entry and current price for each
+4. exposure by sector
+5. value at risk
+6. today's biggest gainers and losers
+7. instruments being watched with price for each
+8. working orders
+9. margin in use
+10. market headlines with sentiment for each
+11. economic releases this week
+12. each strategy's return this year
+13. drawdown over the past year
+14. any risk limits close to breach
+15. a way to rebalance
+16. a way to place an order with ticker, side and quantity
+17. a way to change the timeframe
+
+**b5-university** (16): A university administrator's overview.
+1. total enrollment and how it moved over five years
+2. applications by program
+3. acceptance rate
+4. tuition revenue this year
+5. how full each course offering is
+6. teaching load by faculty member
+7. students at academic risk
+8. scholarship budget used against total
+9. housing occupancy
+10. campus events this month
+11. alumni giving over the past four years
+12. a way to focus on one department
+13. this semester compared with last
+14. waitlisted students per program
+15. a way to approve a new course
+16. a way to send a message to a student group
+
+**b5-plant** (17): A factory floor supervisor's console.
+1. overall equipment effectiveness
+2. units produced against today's target
+3. each production line with rate and status
+4. defect rate over the past month
+5. downtime split by cause
+6. machines due for maintenance
+7. stock of steel, resin and packaging
+8. supplier deliveries due this week
+9. each shift's output compared
+10. safety incidents this year and days since the last
+11. batches on quality hold
+12. energy use today
+13. open work orders with priority for each
+14. a way to schedule maintenance with machine and date
+15. a way to focus on one line
+16. live andon alerts
+17. a way to export the shift report
+
+**b5-streaming** (16): A streaming service's operations room.
+1. viewers watching right now
+2. most-watched titles with hours for each
+3. watch time over the past month
+4. new subscribers against cancellations
+5. performance by genre
+6. buffering rate
+7. delivery health by region
+8. releases coming this month
+9. licenses expiring soon
+10. how often recommendations get clicked
+11. searches that ended without playback
+12. revenue split by plan
+13. viewing split by device
+14. a way to focus on one region
+15. feature flags with state for each
+16. a way to promote a title on the home screen
+
+**b5-disaster** (18): An emergency response coordination center.
+1. active incidents by zone with severity for each
+2. an overall severity summary
+3. vehicles, personnel and supplies available
+4. shelters with capacity and occupancy for each
+5. status of each evacuation route
+6. the weather forecast for the next 48 hours
+7. people rescued and casualties so far
+8. volunteers on duty with assignment for each
+9. donations received
+10. aid requests awaiting action
+11. each communication channel and whether it is up
+12. roads closed
+13. nearby hospitals with free beds for each
+14. open tasks with assignee for each
+15. a way to request more resources with type and quantity
+16. a way to broadcast an update with a message
+17. a way to focus on one zone
+18. a way to file a situation report
+## Generated file
+
+`briefs.mjs` is the mechanical transform of the scenario set below (no
+rewording): one entry per brief with name, band, requirement count, and the
+assembled prompt text.
diff --git a/benchmarks/openui-bench/briefs/briefs.mjs b/benchmarks/openui-bench/briefs/briefs.mjs
new file mode 100644
index 000000000..6f057c2d0
--- /dev/null
+++ b/benchmarks/openui-bench/briefs/briefs.mjs
@@ -0,0 +1,326 @@
+// 46 screen briefs in 5 size bands, generated from DESIGN.md. Do not edit by hand: briefs are frozen; a changed brief invalidates every raw generated against it.
+export const SCENARIOS = [
+  {
+    "name": "b1-uptime",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 2,
+    "prompt": "Status page for the platform team. Build a single screen for this. It must show:\n1. current uptime percentage for the API this month\n2. a short note on the most recent incident and when it was resolved\nCover every numbered item."
+  },
+  {
+    "name": "b1-profile",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A person's page in the company directory. Build a single screen for this. It must show:\n1. the person's name and role\n2. a short bio\n3. a way to send them a message\nCover every numbered item."
+  },
+  {
+    "name": "b1-invoice",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A freelancer's invoice view for a client. Build a single screen for this. It must show:\n1. the amount due and currency\n2. the due date\n3. a way to pay now\nCover every numbered item."
+  },
+  {
+    "name": "b1-newsletter",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 2,
+    "prompt": "Signup page for a weekly product newsletter. Build a single screen for this. It must show:\n1. one sentence on what subscribers get\n2. a way to enter an email address and subscribe\nCover every numbered item."
+  },
+  {
+    "name": "b1-meeting",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A quick look at what is next on the calendar. Build a single screen for this. It must show:\n1. the next meeting's title and start time\n2. who is attending\n3. a way to join the call\nCover every numbered item."
+  },
+  {
+    "name": "b1-revenue",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 2,
+    "prompt": "A shop owner checking in mid-morning. Build a single screen for this. It must show:\n1. revenue so far today\n2. how that compares with the same time yesterday\nCover every numbered item."
+  },
+  {
+    "name": "b1-task",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A personal focus view for one task. Build a single screen for this. It must show:\n1. the single most urgent task with its deadline\n2. its current status\n3. a way to mark it done\nCover every numbered item."
+  },
+  {
+    "name": "b1-weather",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A morning weather brief. Build a single screen for this. It must show:\n1. current temperature and conditions for Bengaluru\n2. the outlook for the next three days\n3. sunrise and sunset times\nCover every numbered item."
+  },
+  {
+    "name": "b1-order",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 3,
+    "prompt": "A customer checking a delivery. Build a single screen for this. It must show:\n1. where the package is right now\n2. the estimated delivery date\n3. a way to report a problem with the delivery\nCover every numbered item."
+  },
+  {
+    "name": "b1-poll",
+    "axis": "reqs",
+    "band": "b1",
+    "reqs": 2,
+    "prompt": "A team lunch poll. Build a single screen for this. It must show:\n1. the question \"Where should we go for lunch on Friday?\"\n2. three restaurants the user can vote between\nCover every numbered item."
+  },
+  {
+    "name": "b2-sales",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 5,
+    "prompt": "A founder's monthly sales check. Build a single screen for this. It must show:\n1. revenue this month\n2. how revenue moved over the last six months\n3. the three best-selling products with units sold for each\n4. conversion percentage\n5. a way to download the numbers\nCover every numbered item."
+  },
+  {
+    "name": "b2-support",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 5,
+    "prompt": "A support lead's morning view. Build a single screen for this. It must show:\n1. how many tickets are open\n2. average first-response time\n3. the five most recent tickets with priority for each\n4. a way to narrow to high-priority only\n5. a way to open a new ticket\nCover every numbered item."
+  },
+  {
+    "name": "b2-fitness",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 4,
+    "prompt": "A fitness app's daily summary. Build a single screen for this. It must show:\n1. step count today against the daily goal\n2. calories burned\n3. how workouts went over the past week\n4. a way to log a new workout\nCover every numbered item."
+  },
+  {
+    "name": "b2-job",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 6,
+    "prompt": "A job posting page for a design role. Build a single screen for this. It must show:\n1. the role title and team\n2. a short role description\n3. the main qualifications sought\n4. the salary range\n5. a way to apply with name, email and a resume link\n6. a way to share the posting\nCover every numbered item."
+  },
+  {
+    "name": "b2-cafe",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 5,
+    "prompt": "A cafe's menu screen. Build a single screen for this. It must show:\n1. drinks with prices\n2. food with prices\n3. today's special called out\n4. a way to show vegetarian items only\n5. opening hours\nCover every numbered item."
+  },
+  {
+    "name": "b2-budget",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 5,
+    "prompt": "A personal budget check. Build a single screen for this. It must show:\n1. total spent this month against the budget\n2. spending split by category\n3. the single largest expense highlighted\n4. a way to look at a different month\n5. a way to add an expense\nCover every numbered item."
+  },
+  {
+    "name": "b2-course",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 6,
+    "prompt": "A learner's course home. Build a single screen for this. It must show:\n1. course title and instructor\n2. overall progress percentage\n3. modules with completion status for each\n4. the next lesson called out\n5. the average learner rating\n6. a way to continue learning\nCover every numbered item."
+  },
+  {
+    "name": "b2-stock",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 4,
+    "prompt": "A store's low-inventory warning view. Build a single screen for this. It must show:\n1. items running low with remaining units for each\n2. a way to reorder each item\n3. the threshold that triggers this warning\n4. a way to search items\nCover every numbered item."
+  },
+  {
+    "name": "b2-standup",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 5,
+    "prompt": "A remote team's async standup. Build a single screen for this. It must show:\n1. each teammate with today's status update\n2. anyone blocked called out\n3. today's date\n4. a way to post your own update\n5. how many updates are still missing\nCover every numbered item."
+  },
+  {
+    "name": "b2-event",
+    "axis": "reqs",
+    "band": "b2",
+    "reqs": 6,
+    "prompt": "A conference landing screen. Build a single screen for this. It must show:\n1. event name, date and venue\n2. the agenda with times\n3. the speakers with one line on each\n4. ticket tiers with prices\n5. a way to register with name and email\n6. days remaining until the event\nCover every numbered item."
+  },
+  {
+    "name": "b3-marketing",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 8,
+    "prompt": "A marketing manager's weekly dashboard. Build a single screen for this. It must show:\n1. site visitors over the last 30 days\n2. conversion rate\n3. the top five traffic sources with share for each\n4. running campaigns with spend for each\n5. the best performing campaign called out\n6. a way to change the date range\n7. email subscriber growth this month\n8. a way to export the report\nCover every numbered item."
+  },
+  {
+    "name": "b3-orders",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 9,
+    "prompt": "An e-commerce operations desk. Build a single screen for this. It must show:\n1. orders placed today\n2. revenue today\n3. average order value\n4. recent orders with id, customer, total and status for each\n5. a way to narrow by status\n6. a way to search by customer name\n7. refund rate this month\n8. order volume across the past four weeks\n9. a way to mark an order fulfilled\nCover every numbered item."
+  },
+  {
+    "name": "b3-hr",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 8,
+    "prompt": "An HR lead's hiring overview. Build a single screen for this. It must show:\n1. current headcount\n2. open roles with department for each\n3. candidates at each pipeline stage\n4. average time to hire\n5. headcount split by department\n6. interviews scheduled this week\n7. attrition over the past six months\n8. a way to open a new role\nCover every numbered item."
+  },
+  {
+    "name": "b3-server",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 8,
+    "prompt": "An on-call engineer's service health view. Build a single screen for this. It must show:\n1. uptime this quarter\n2. CPU and memory usage over the past 24 hours\n3. error rate right now\n4. open incidents with severity for each\n5. a way to narrow to one region\n6. the five slowest endpoints with latency for each\n7. a way to set an alert threshold\n8. a way to acknowledge an incident\nCover every numbered item."
+  },
+  {
+    "name": "b3-crm",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 9,
+    "prompt": "A sales rep's account page. Build a single screen for this. It must show:\n1. account name and owner\n2. total deal value\n3. current deal stage\n4. recent activity in order\n5. contacts with role for each\n6. open follow-ups with due dates\n7. a way to jot a note\n8. the renewal date with a warning if it is near\n9. a way to log a call\nCover every numbered item."
+  },
+  {
+    "name": "b3-clinic",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 7,
+    "prompt": "A clinic receptionist's day view. Build a single screen for this. It must show:\n1. today's appointments with times and patient names\n2. how many patients are expected\n3. no-show rate this month\n4. which rooms are free right now\n5. the next patient called out\n6. a way to check a patient in\n7. a way to move to another day\nCover every numbered item."
+  },
+  {
+    "name": "b3-content",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 8,
+    "prompt": "An editor's content studio. Build a single screen for this. It must show:\n1. drafts with status for each\n2. pieces published this week\n3. the most-read article this month\n4. readership over the past 30 days\n5. a way to narrow by category\n6. a way to schedule a piece with title and publish date\n7. comments awaiting reply\n8. a way to start a new draft\nCover every numbered item."
+  },
+  {
+    "name": "b3-freight",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 9,
+    "prompt": "A logistics coordinator's board. Build a single screen for this. It must show:\n1. shipments in transit with origin, destination, ETA and status for each\n2. delayed shipments called out\n3. on-time percentage this month\n4. volume split by carrier\n5. a way to search by route\n6. average cost per shipment\n7. weekly volume across the past two months\n8. a way to flag a shipment\n9. when the numbers were last refreshed\nCover every numbered item."
+  },
+  {
+    "name": "b3-finance",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 7,
+    "prompt": "A startup's month-end finance view. Build a single screen for this. It must show:\n1. cash on hand\n2. monthly burn\n3. months of runway\n4. expenses split by category\n5. transactions above 10,000 dollars this month\n6. a way to look at a different month\n7. a way to download the statement\nCover every numbered item."
+  },
+  {
+    "name": "b3-learning",
+    "axis": "reqs",
+    "band": "b3",
+    "reqs": 8,
+    "prompt": "A training platform's analytics. Build a single screen for this. It must show:\n1. active learners this week\n2. course completion rate\n3. average quiz score\n4. courses ranked by enrollment\n5. learners at risk of dropping out\n6. a way to narrow to one cohort\n7. engagement across the past eight weeks\n8. a way to message a cohort\nCover every numbered item."
+  },
+  {
+    "name": "b4-saas",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 13,
+    "prompt": "A SaaS company's admin overview. Build a single screen for this. It must show:\n1. monthly recurring revenue\n2. annual recurring revenue\n3. churn this month\n4. new signups over the past 90 days\n5. customers split by plan\n6. the ten largest customers with seats and spend for each\n7. accounts at risk with the reason for each\n8. failed payments with a way to retry each\n9. adoption of the three newest features\n10. current NPS\n11. a way to change the reporting period\n12. seat utilization across the company\n13. a way to invite another admin\nCover every numbered item."
+  },
+  {
+    "name": "b4-hospital",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 12,
+    "prompt": "A hospital operations command view. Build a single screen for this. It must show:\n1. bed occupancy\n2. current ER wait\n3. admissions over the past two weeks\n4. patients per department\n5. staff on shift with role for each\n6. critical patients called out\n7. patients ready for discharge\n8. today's operating room bookings\n9. supplies running low\n10. a way to file an incident\n11. a way to look at another day\n12. a way to request a patient transfer\nCover every numbered item."
+  },
+  {
+    "name": "b4-retail",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 12,
+    "prompt": "A store manager's daily console. Build a single screen for this. It must show:\n1. sales today against target\n2. foot traffic through the day\n3. best sellers with units for each\n4. items out of stock\n5. who is on shift today\n6. average basket size\n7. returns this week\n8. how each running promotion is doing\n9. each register and whether it is open\n10. a way to reorder an item\n11. a way to view a different store\n12. this week compared with last week\nCover every numbered item."
+  },
+  {
+    "name": "b4-portfolio",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 13,
+    "prompt": "A PMO's project portfolio review. Build a single screen for this. It must show:\n1. active projects with owner, deadline and health for each\n2. overdue milestones\n3. budget spent against allocation per project\n4. team utilization\n5. risks with severity for each\n6. deadlines in the next two weeks\n7. delivery pace over the past six sprints\n8. blocked work items\n9. a one-line health summary of the portfolio\n10. a way to look at a different quarter\n11. a way to request more people for a project\n12. a way to export the review\n13. a way to archive a finished project\nCover every numbered item."
+  },
+  {
+    "name": "b4-bank",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 11,
+    "prompt": "A personal banking home. Build a single screen for this. It must show:\n1. balances for checking, savings and credit\n2. recent transactions with merchant and amount for each\n3. spending split by category this month\n4. bills due soon\n5. progress toward the vacation savings goal\n6. current credit score\n7. a way to move money between accounts with an amount\n8. a way to freeze the credit line\n9. a way to pick a statement period\n10. a way to manage what triggers alerts\n11. a way to dispute a transaction\nCover every numbered item."
+  },
+  {
+    "name": "b4-power",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 12,
+    "prompt": "A power network operator's console. Build a single screen for this. It must show:\n1. current electricity load on the network\n2. how close the network is to capacity\n3. generation split by source\n4. each plant with output and status\n5. outages with affected region for each\n6. demand forecast for the next 24 hours\n7. current price per megawatt hour\n8. maintenance planned this month\n9. live alerts as they arrive\n10. a way to focus on one region\n11. a way to order curtailment\n12. emissions today\nCover every numbered item."
+  },
+  {
+    "name": "b4-airline",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 12,
+    "prompt": "An airline hub operations desk. Build a single screen for this. It must show:\n1. on-time performance today\n2. flights with number, route, gate and status for each\n3. delayed flights called out\n4. recent gate changes\n5. crews available for reassignment\n6. weather advisories at the hub\n7. average passenger load today\n8. connections at risk of being missed\n9. a way to rebook affected passengers\n10. a way to look at a different hub\n11. cancellations today\n12. average turnaround time\nCover every numbered item."
+  },
+  {
+    "name": "b4-creator",
+    "axis": "reqs",
+    "band": "b4",
+    "reqs": 11,
+    "prompt": "A creator's cross-platform studio. Build a single screen for this. It must show:\n1. follower total and growth over the past month\n2. engagement rate\n3. best posts this month with reach for each\n4. audience split by platform\n5. posts scheduled this week\n6. the best hour to post based on history\n7. comments waiting for a reply\n8. earnings this month\n9. pending collaboration requests\n10. a way to schedule a post with caption and time\n11. a way to narrow everything to one platform\nCover every numbered item."
+  },
+  {
+    "name": "b5-exec",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 18,
+    "prompt": "A CEO's quarterly command view. Build a single screen for this. It must show:\n1. revenue\n2. costs\n3. profit\n4. revenue over four quarters\n5. costs over four quarters\n6. budget by department against plan\n7. headcount by department\n8. top risks with owner for each\n9. strategic initiatives with status for each\n10. months of runway\n11. sales pipeline value\n12. win rate\n13. customer count and churn\n14. NPS\n15. items for the next board meeting\n16. a way to change the quarter\n17. a way to focus on one region\n18. a way to export the pack\nCover every numbered item."
+  },
+  {
+    "name": "b5-city",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 17,
+    "prompt": "A city operations center. Build a single screen for this. It must show:\n1. congestion right now\n2. transit punctuality\n3. air quality by district\n4. energy use over the past week\n5. water use today\n6. open incidents with location and severity for each\n7. where emergency vehicles are deployed\n8. parking availability downtown\n9. public events this weekend\n10. citizen reports as they come in\n11. service request backlog\n12. current weather\n13. a way to focus on one district\n14. a way to dispatch a crew\n15. a way to send a public alert with a message\n16. roadworks planned this month\n17. infrastructure jobs due for maintenance\nCover every numbered item."
+  },
+  {
+    "name": "b5-game",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 16,
+    "prompt": "A game studio's live-ops room. Build a single screen for this. It must show:\n1. players online right now\n2. daily and monthly active players\n3. revenue today\n4. revenue per user\n5. session length over the past two weeks\n6. best-selling items with units for each\n7. each server region and its health\n8. crash rate by app version\n9. live events running and upcoming\n10. player reports awaiting review\n11. ban appeals awaiting review\n12. in-game currency inflation\n13. results of the two running experiments\n14. a way to draft patch notes\n15. a way to focus on one region\n16. a way to ship a hotfix\nCover every numbered item."
+  },
+  {
+    "name": "b5-fund",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 17,
+    "prompt": "A trading desk's morning workspace. Build a single screen for this. It must show:\n1. portfolio value\n2. profit and loss today\n3. positions with ticker, size, entry and current price for each\n4. exposure by sector\n5. value at risk\n6. today's biggest gainers and losers\n7. instruments being watched with price for each\n8. working orders\n9. margin in use\n10. market headlines with sentiment for each\n11. economic releases this week\n12. each strategy's return this year\n13. drawdown over the past year\n14. any risk limits close to breach\n15. a way to rebalance\n16. a way to place an order with ticker, side and quantity\n17. a way to change the timeframe\nCover every numbered item."
+  },
+  {
+    "name": "b5-university",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 16,
+    "prompt": "A university administrator's overview. Build a single screen for this. It must show:\n1. total enrollment and how it moved over five years\n2. applications by program\n3. acceptance rate\n4. tuition revenue this year\n5. how full each course offering is\n6. teaching load by faculty member\n7. students at academic risk\n8. scholarship budget used against total\n9. housing occupancy\n10. campus events this month\n11. alumni giving over the past four years\n12. a way to focus on one department\n13. this semester compared with last\n14. waitlisted students per program\n15. a way to approve a new course\n16. a way to send a message to a student group\nCover every numbered item."
+  },
+  {
+    "name": "b5-plant",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 17,
+    "prompt": "A factory floor supervisor's console. Build a single screen for this. It must show:\n1. overall equipment effectiveness\n2. units produced against today's target\n3. each production line with rate and status\n4. defect rate over the past month\n5. downtime split by cause\n6. machines due for maintenance\n7. stock of steel, resin and packaging\n8. supplier deliveries due this week\n9. each shift's output compared\n10. safety incidents this year and days since the last\n11. batches on quality hold\n12. energy use today\n13. open work orders with priority for each\n14. a way to schedule maintenance with machine and date\n15. a way to focus on one line\n16. live andon alerts\n17. a way to export the shift report\nCover every numbered item."
+  },
+  {
+    "name": "b5-streaming",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 16,
+    "prompt": "A streaming service's operations room. Build a single screen for this. It must show:\n1. viewers watching right now\n2. most-watched titles with hours for each\n3. watch time over the past month\n4. new subscribers against cancellations\n5. performance by genre\n6. buffering rate\n7. delivery health by region\n8. releases coming this month\n9. licenses expiring soon\n10. how often recommendations get clicked\n11. searches that ended without playback\n12. revenue split by plan\n13. viewing split by device\n14. a way to focus on one region\n15. feature flags with state for each\n16. a way to promote a title on the home screen\nCover every numbered item."
+  },
+  {
+    "name": "b5-disaster",
+    "axis": "reqs",
+    "band": "b5",
+    "reqs": 18,
+    "prompt": "An emergency response coordination center. Build a single screen for this. It must show:\n1. active incidents by zone with severity for each\n2. an overall severity summary\n3. vehicles, personnel and supplies available\n4. shelters with capacity and occupancy for each\n5. status of each evacuation route\n6. the weather forecast for the next 48 hours\n7. people rescued and casualties so far\n8. volunteers on duty with assignment for each\n9. donations received\n10. aid requests awaiting action\n11. each communication channel and whether it is up\n12. roads closed\n13. nearby hospitals with free beds for each\n14. open tasks with assignee for each\n15. a way to request more resources with type and quantity\n16. a way to broadcast an update with a message\n17. a way to focus on one zone\n18. a way to file a situation report\nCover every numbered item."
+  }
+];
+
diff --git a/benchmarks/openui-bench/catalog/public-catalog.json b/benchmarks/openui-bench/catalog/public-catalog.json
new file mode 100644
index 000000000..739a3c463
--- /dev/null
+++ b/benchmarks/openui-bench/catalog/public-catalog.json
@@ -0,0 +1,1926 @@
+{
+ "Card": {
+  "desc": "Styled container. variant: \"card\" (default, elevated) | \"sunk\" (recessed) | \"clear\" (transparent). Always full width. Accepts all Stack flex params (default: di",
+  "props": [
+   [
+    "children",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "card",
+      "sunk",
+      "clear"
+     ]
+    }
+   ],
+   [
+    "direction",
+    {
+     "t": "string",
+     "enum": [
+      "row",
+      "column"
+     ]
+    }
+   ],
+   [
+    "gap",
+    {
+     "t": "string",
+     "enum": [
+      "none",
+      "xs",
+      "s",
+      "m",
+      "l",
+      "xl",
+      "2xl"
+     ]
+    }
+   ],
+   [
+    "align",
+    {
+     "t": "string",
+     "enum": [
+      "start",
+      "center",
+      "end",
+      "stretch",
+      "baseline"
+     ]
+    }
+   ],
+   [
+    "justify",
+    {
+     "t": "string",
+     "enum": [
+      "start",
+      "center",
+      "end",
+      "between",
+      "around",
+      "evenly"
+     ]
+    }
+   ],
+   [
+    "wrap",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "TextContent": {
+  "desc": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\".",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "small",
+      "default",
+      "large",
+      "small-heavy",
+      "large-heavy"
+     ]
+    }
+   ]
+  ]
+ },
+ "MarkDownRenderer": {
+  "desc": "Renders markdown text with optional container variant",
+  "props": [
+   [
+    "textMarkdown",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "clear",
+      "card",
+      "sunk"
+     ]
+    }
+   ]
+  ]
+ },
+ "CardHeader": {
+  "desc": "Header with optional title and subtitle",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "subtitle",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Callout": {
+  "desc": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.",
+  "props": [
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "info",
+      "warning",
+      "error",
+      "success",
+      "neutral"
+     ],
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "TextCallout": {
+  "desc": "Text callout with variant, title, and description",
+  "props": [
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "neutral",
+      "info",
+      "warning",
+      "success",
+      "danger"
+     ]
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "CodeBlock": {
+  "desc": "Syntax-highlighted code block",
+  "props": [
+   [
+    "language",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "codeString",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Image": {
+  "desc": "Image with alt text and optional URL",
+  "props": [
+   [
+    "alt",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "src",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ImageBlock": {
+  "desc": "Image block with loading state",
+  "props": [
+   [
+    "src",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "alt",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ImageGallery": {
+  "desc": "Gallery grid of images with modal preview",
+  "props": [
+   [
+    "images",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Separator": {
+  "desc": "Visual divider between content sections",
+  "props": [
+   [
+    "orientation",
+    {
+     "t": "string",
+     "enum": [
+      "horizontal",
+      "vertical"
+     ]
+    }
+   ],
+   [
+    "decorative",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "HorizontalBarChart": {
+  "desc": "Horizontal bars; prefer when category labels are long or for ranked lists",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "grouped",
+      "stacked"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Series": {
+  "desc": "One data series",
+  "props": [
+   [
+    "category",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "RadarChart": {
+  "desc": "Spider/web chart; use for comparing multiple variables across one or more entities",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "PieChart": {
+  "desc": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "pie",
+      "donut"
+     ]
+    }
+   ],
+   [
+    "appearance",
+    {
+     "t": "string",
+     "enum": [
+      "circular",
+      "semiCircular"
+     ]
+    }
+   ]
+  ]
+ },
+ "RadialChart": {
+  "desc": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "SingleStackedBarChart": {
+  "desc": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "ScatterChart": {
+  "desc": "X/Y scatter plot; use for correlations, distributions, and clustering",
+  "props": [
+   [
+    "datasets",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ScatterSeries": {
+  "desc": "Named dataset",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "points",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Point": {
+  "desc": "Data point with numeric coordinates",
+  "props": [
+   [
+    "x",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "y",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "z",
+    {
+     "t": "number"
+    }
+   ]
+  ]
+ },
+ "AreaChart": {
+  "desc": "Filled area under lines; use for cumulative totals or volume trends over time",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "linear",
+      "natural",
+      "step"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "BarChart": {
+  "desc": "Vertical bars; use for comparing values across categories with one or more series",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "grouped",
+      "stacked"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "LineChart": {
+  "desc": "Lines over categories; use for trends and continuous data over time",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "linear",
+      "natural",
+      "step"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Table": {
+  "desc": "Data table — column-oriented. Each Col holds its own data array.",
+  "props": [
+   [
+    "columns",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Col": {
+  "desc": "Column definition — holds label + data array",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "data",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "string",
+      "number",
+      "action"
+     ]
+    }
+   ]
+  ]
+ },
+ "TagBlock": {
+  "desc": "tags is an array of strings",
+  "props": [
+   [
+    "tags",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Form": {
+  "desc": "Form container with fields and explicit action buttons",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "buttons",
+    {
+     "t": "ref",
+     "req": true
+    }
+   ],
+   [
+    "fields",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Buttons": {
+  "desc": "Group of Button components. direction: \"row\" (default) | \"column\".",
+  "props": [
+   [
+    "buttons",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "direction",
+    {
+     "t": "string",
+     "enum": [
+      "row",
+      "column"
+     ]
+    }
+   ]
+  ]
+ },
+ "Button": {
+  "desc": "Clickable button",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "action",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "primary",
+      "secondary",
+      "tertiary"
+     ]
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "normal",
+      "destructive"
+     ]
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "extra-small",
+      "small",
+      "medium",
+      "large"
+     ]
+    }
+   ]
+  ]
+ },
+ "FormControl": {
+  "desc": "Field with label, input component, and optional hint text",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "input",
+    {
+     "t": "ref",
+     "req": true
+    }
+   ],
+   [
+    "hint",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Input": {
+  "desc": "Input",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "text",
+      "email",
+      "password",
+      "number",
+      "url"
+     ]
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "TextArea": {
+  "desc": "TextArea",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rows",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Select": {
+  "desc": "Select",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "small",
+      "medium",
+      "large"
+     ]
+    }
+   ]
+  ]
+ },
+ "SelectItem": {
+  "desc": "Option for Select",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "DatePicker": {
+  "desc": "DatePicker",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "mode",
+    {
+     "t": "string",
+     "enum": [
+      "single",
+      "range"
+     ]
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "Slider": {
+  "desc": "Numeric slider input; supports continuous and discrete (stepped) variants",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "continuous",
+      "discrete"
+     ],
+     "req": true
+    }
+   ],
+   [
+    "min",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "max",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "step",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "defaultValue",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "CheckBoxGroup": {
+  "desc": "CheckBoxGroup",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "CheckBoxItem": {
+  "desc": "CheckBoxItem",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "defaultChecked",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "RadioGroup": {
+  "desc": "RadioGroup",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "defaultValue",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "RadioItem": {
+  "desc": "RadioItem",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Steps": {
+  "desc": "Step-by-step guide",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "StepsItem": {
+  "desc": "title and details text for one step",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "details",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Tabs": {
+  "desc": "Tabbed container",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "TabItem": {
+  "desc": "value is unique id, trigger is tab label, content is array of components",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Carousel": {
+  "desc": "Horizontal scrollable carousel",
+  "props": [
+   [
+    "children",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "card",
+      "sunk"
+     ]
+    }
+   ]
+  ]
+ },
+ "Slice": {
+  "desc": "One slice with label and numeric value",
+  "props": [
+   [
+    "category",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "number",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Label": {
+  "desc": "Text label",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "SwitchGroup": {
+  "desc": "Group of switch toggles",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "clear",
+      "card",
+      "sunk"
+     ]
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "SwitchItem": {
+  "desc": "Individual switch toggle",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "defaultChecked",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "Accordion": {
+  "desc": "Collapsible sections",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "AccordionItem": {
+  "desc": "value is unique id, trigger is section title",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Tag": {
+  "desc": "Styled tag/badge with optional icon and variant",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "icon",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "sm",
+      "md",
+      "lg"
+     ]
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "neutral",
+      "info",
+      "success",
+      "warning",
+      "danger"
+     ]
+    }
+   ]
+  ]
+ },
+ "FollowUpBlock": {
+  "desc": "List of clickable follow-up suggestions placed at the end of a response",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "FollowUpItem": {
+  "desc": "Clickable follow-up suggestion; when clicked, sends text as user message",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "ListBlock": {
+  "desc": "A list of items with number or image indicators",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "number",
+      "image"
+     ]
+    }
+   ]
+  ]
+ },
+ "ListItem": {
+  "desc": "List row with a title, optional subtitle and image",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "subtitle",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "image",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "actionLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "SectionBlock": {
+  "desc": "Collapsible accordion sections; use SectionItem for each section",
+  "props": [
+   [
+    "sections",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "isFoldable",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "SectionItem": {
+  "desc": "Section with a label and collapsible content, used inside SectionBlock",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Alert": {
+  "desc": "Alert banner with icon, title, and description",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "info",
+      "success",
+      "warning"
+     ]
+    }
+   ]
+  ]
+ },
+ "Avatar": {
+  "desc": "Avatar image with a text fallback",
+  "props": [
+   [
+    "src",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "alt",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "fallback",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Badge": {
+  "desc": "Small status or category badge",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "secondary",
+      "destructive",
+      "outline",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "Progress": {
+  "desc": "Progress bar with an optional label",
+  "props": [
+   [
+    "value",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "PaginationBlock": {
+  "desc": "Page navigation for long result sets",
+  "props": [
+   [
+    "currentPage",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "totalPages",
+    {
+     "t": "number",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "CalendarBlock": {
+  "desc": "Inline calendar",
+  "props": [
+   [
+    "mode",
+    {
+     "t": "string",
+     "enum": [
+      "single",
+      "multiple",
+      "range"
+     ]
+    }
+   ],
+   [
+    "defaultMonth",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "numberOfMonths",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "captionLayout",
+    {
+     "t": "string",
+     "enum": [
+      "label",
+      "dropdown"
+     ]
+    }
+   ]
+  ]
+ },
+ "DialogBlock": {
+  "desc": "Button that opens a modal dialog with content",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs"
+    }
+   ],
+   [
+    "triggerVariant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "outline",
+      "secondary",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "DrawerBlock": {
+  "desc": "Button that opens a slide-out drawer with content",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs"
+    }
+   ]
+  ]
+ },
+ "AlertDialogBlock": {
+  "desc": "Button that opens a confirm/cancel dialog",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "confirmLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "cancelLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "triggerVariant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "outline",
+      "secondary",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "Heading": {
+  "desc": "Standalone heading",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "level",
+    {
+     "t": "string",
+     "enum": [
+      "h1",
+      "h2",
+      "h3",
+      "h4"
+     ]
+    }
+   ]
+  ]
+ },
+ "Blockquote": {
+  "desc": "Quoted text with an optional citation",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "cite",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "InlineCode": {
+  "desc": "Inline code span",
+  "props": [
+   [
+    "code",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ }
+}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/package-lock.json b/benchmarks/openui-bench/package-lock.json
new file mode 100644
index 000000000..21a36986b
--- /dev/null
+++ b/benchmarks/openui-bench/package-lock.json
@@ -0,0 +1,135 @@
+{
+  "name": "openui-bench-official",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
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+        "react": "^19.2.8",
+        "react-dom": "^19.2.8",
+        "tiktoken": "^1.0.22",
+        "zod": "^4.4.3"
+      }
+    },
+    "node_modules/@a2ui/web_core": {
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+      "resolved": "https://registry.npmjs.org/@a2ui/web_core/-/web_core-0.10.6.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
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+        "date-fns": "^4.4.0",
+        "zod": "^3.25.76",
+        "zod-to-json-schema": "^3.25.2"
+      }
+    },
+    "node_modules/@a2ui/web_core/node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
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+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/@json-render/core": {
+      "version": "0.19.0",
+      "resolved": "https://registry.npmjs.org/@json-render/core/-/core-0.19.0.tgz",
+      "integrity": "sha512-vvcyZ+10EDZKbEyB1J2kXOGfDaiZR2LurZGSqi2r5STHyKr+Te85DWaBxTwRGgM7U1LtIvNx85BzzjElRKoAIg==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "zod": "^4.3.6"
+      },
+      "peerDependencies": {
+        "zod": "^4.0.0"
+      }
+    },
+    "node_modules/@json-render/react": {
+      "version": "0.19.0",
+      "resolved": "https://registry.npmjs.org/@json-render/react/-/react-0.19.0.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
+        "@json-render/core": "0.19.0"
+      },
+      "peerDependencies": {
+        "react": "^19.2.3"
+      }
+    },
+    "node_modules/@preact/signals-core": {
+      "version": "1.14.4",
+      "resolved": "https://registry.npmjs.org/@preact/signals-core/-/signals-core-1.14.4.tgz",
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+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/preact"
+      }
+    },
+    "node_modules/date-fns": {
+      "version": "4.4.0",
+      "resolved": "https://registry.npmjs.org/date-fns/-/date-fns-4.4.0.tgz",
+      "integrity": "sha512-+1UMbeh68lH1SegH83CGWwpb6OHHbpSgr3+s5Eww5M4CAgswBpoWS0AjTOfEJ33HiYKz1hdj/KTFprzXHmq/6w==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/kossnocorp"
+      }
+    },
+    "node_modules/react": {
+      "version": "19.2.8",
+      "resolved": "https://registry.npmjs.org/react/-/react-19.2.8.tgz",
+      "integrity": "sha512-PWaYA1L/q9u2u7xYQi+Y3L3Yfnie7XyLeaJICV1MGD6LprsBxcAqGjYyr0eY3p+QdsA+x/Irkt4Qif8D63+Sbw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/react-dom": {
+      "version": "19.2.8",
+      "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-19.2.8.tgz",
+      "integrity": "sha512-rVprimfGBG3DR+Tq0IQG2DT5PxKth1WIGDmj5yPmlzr4YBe7uyE+Du4oVqTDXZSHGGGXRtTJEGSSePyQCMBglQ==",
+      "license": "MIT",
+      "dependencies": {
+        "scheduler": "^0.27.0"
+      },
+      "peerDependencies": {
+        "react": "^19.2.8"
+      }
+    },
+    "node_modules/scheduler": {
+      "version": "0.27.0",
+      "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.27.0.tgz",
+      "integrity": "sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q==",
+      "license": "MIT"
+    },
+    "node_modules/tiktoken": {
+      "version": "1.0.22",
+      "resolved": "https://registry.npmjs.org/tiktoken/-/tiktoken-1.0.22.tgz",
+      "integrity": "sha512-PKvy1rVF1RibfF3JlXBSP0Jrcw2uq3yXdgcEXtKTYn3QJ/cBRBHDnrJ5jHky+MENZ6DIPwNUGWpkVx+7joCpNA==",
+      "license": "MIT"
+    },
+    "node_modules/zod": {
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.4.3.tgz",
+      "integrity": "sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.2",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz",
+      "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25.28 || ^4"
+      }
+    }
+  }
+}
diff --git a/benchmarks/openui-bench/package.json b/benchmarks/openui-bench/package.json
new file mode 100644
index 000000000..ff4d33894
--- /dev/null
+++ b/benchmarks/openui-bench/package.json
@@ -0,0 +1,21 @@
+{
+  "name": "openui-bench",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "generate": "node run.mjs",
+    "score": "node score.mjs",
+    "tokens": "node tools/count-tokens.mjs",
+    "cost": "node tools/cost-estimate.mjs",
+    "blanks": "node protocols/a2ui/counterfactual.mjs sol opus48 kimi gemini qwen muse"
+  },
+  "dependencies": {
+    "@a2ui/web_core": "^0.10.6",
+    "@json-render/core": "^0.19.0",
+    "@json-render/react": "^0.19.0",
+    "react": "^19.2.8",
+    "react-dom": "^19.2.8",
+    "tiktoken": "^1.0.22",
+    "zod": "^4.4.3"
+  }
+}
diff --git a/benchmarks/openui-bench/protocols/a2ui/.gitignore b/benchmarks/openui-bench/protocols/a2ui/.gitignore
new file mode 100644
index 000000000..c18dd8d83
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/.gitignore
@@ -0,0 +1 @@
+__pycache__/
diff --git a/benchmarks/openui-bench/protocols/a2ui/catalog-a2ui.json b/benchmarks/openui-bench/protocols/a2ui/catalog-a2ui.json
new file mode 100644
index 000000000..6349dcadd
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/catalog-a2ui.json
@@ -0,0 +1,3013 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Thesys C1 OpenUI catalog (A2UI v0.9 custom catalog)",
+  "description": "The 73-component Thesys C1 catalog expressed as an A2UI v0.9 custom component catalog.",
+  "catalogId": "thesys.dev:c1-openui",
+  "components": {
+    "Card": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Styled container. variant: \"card\" (default, elevated) | \"sunk\" (recessed) | \"clear\" (transparent). Always full width. Accepts all Stack flex params (default: di",
+          "properties": {
+            "component": {
+              "const": "Card"
+            },
+            "children": {
+              "$ref": "common_types.json#/$defs/ChildList",
+              "description": "Defines the children. Children cannot be defined inline, they must be referred to by ID."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "card",
+                "sunk",
+                "clear"
+              ]
+            },
+            "direction": {
+              "type": "string",
+              "enum": [
+                "row",
+                "column"
+              ]
+            },
+            "gap": {
+              "type": "string",
+              "enum": [
+                "none",
+                "xs",
+                "s",
+                "m",
+                "l",
+                "xl",
+                "2xl"
+              ]
+            },
+            "align": {
+              "type": "string",
+              "enum": [
+                "start",
+                "center",
+                "end",
+                "stretch",
+                "baseline"
+              ]
+            },
+            "justify": {
+              "type": "string",
+              "enum": [
+                "start",
+                "center",
+                "end",
+                "between",
+                "around",
+                "evenly"
+              ]
+            },
+            "wrap": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "component",
+            "children"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "TextContent": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\".",
+          "properties": {
+            "component": {
+              "const": "TextContent"
+            },
+            "text": {
+              "type": "string"
+            },
+            "size": {
+              "type": "string",
+              "enum": [
+                "small",
+                "default",
+                "large",
+                "small-heavy",
+                "large-heavy"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "MarkDownRenderer": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Renders markdown text with optional container variant",
+          "properties": {
+            "component": {
+              "const": "MarkDownRenderer"
+            },
+            "textMarkdown": {
+              "type": "string"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "clear",
+                "card",
+                "sunk"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "textMarkdown"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "CardHeader": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Header with optional title and subtitle",
+          "properties": {
+            "component": {
+              "const": "CardHeader"
+            },
+            "title": {
+              "type": "string"
+            },
+            "subtitle": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Callout": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Callout banner. Optional visible is a reactive $boolean \u2014 auto-dismisses after 3s by setting $visible to false.",
+          "properties": {
+            "component": {
+              "const": "Callout"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "info",
+                "warning",
+                "error",
+                "success",
+                "neutral"
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "variant",
+            "title",
+            "description"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "TextCallout": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Text callout with variant, title, and description",
+          "properties": {
+            "component": {
+              "const": "TextCallout"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "neutral",
+                "info",
+                "warning",
+                "success",
+                "danger"
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "CodeBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Syntax-highlighted code block",
+          "properties": {
+            "component": {
+              "const": "CodeBlock"
+            },
+            "language": {
+              "type": "string"
+            },
+            "codeString": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "language",
+            "codeString"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Image": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Image with alt text and optional URL",
+          "properties": {
+            "component": {
+              "const": "Image"
+            },
+            "alt": {
+              "type": "string"
+            },
+            "src": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "alt"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ImageBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Image block with loading state",
+          "properties": {
+            "component": {
+              "const": "ImageBlock"
+            },
+            "src": {
+              "type": "string"
+            },
+            "alt": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "src"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ImageGallery": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Gallery grid of images with modal preview",
+          "properties": {
+            "component": {
+              "const": "ImageGallery"
+            },
+            "images": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "images"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Separator": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Visual divider between content sections",
+          "properties": {
+            "component": {
+              "const": "Separator"
+            },
+            "orientation": {
+              "type": "string",
+              "enum": [
+                "horizontal",
+                "vertical"
+              ]
+            },
+            "decorative": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "component"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "HorizontalBarChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Horizontal bars; prefer when category labels are long or for ranked lists",
+          "properties": {
+            "component": {
+              "const": "HorizontalBarChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "series": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "grouped",
+                "stacked"
+              ]
+            },
+            "xLabel": {
+              "type": "string"
+            },
+            "yLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "series"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Series": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "One data series",
+          "properties": {
+            "component": {
+              "const": "Series"
+            },
+            "category": {
+              "type": "string"
+            },
+            "values": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "category",
+            "values"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "RadarChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Spider/web chart; use for comparing multiple variables across one or more entities",
+          "properties": {
+            "component": {
+              "const": "RadarChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "series": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "series"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "PieChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)",
+          "properties": {
+            "component": {
+              "const": "PieChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "values": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "pie",
+                "donut"
+              ]
+            },
+            "appearance": {
+              "type": "string",
+              "enum": [
+                "circular",
+                "semiCircular"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "values"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "RadialChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)",
+          "properties": {
+            "component": {
+              "const": "RadialChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "values": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "values"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SingleStackedBarChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)",
+          "properties": {
+            "component": {
+              "const": "SingleStackedBarChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "values": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "values"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ScatterChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "X/Y scatter plot; use for correlations, distributions, and clustering",
+          "properties": {
+            "component": {
+              "const": "ScatterChart"
+            },
+            "datasets": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "xLabel": {
+              "type": "string"
+            },
+            "yLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "datasets"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ScatterSeries": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Named dataset",
+          "properties": {
+            "component": {
+              "const": "ScatterSeries"
+            },
+            "name": {
+              "type": "string"
+            },
+            "points": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "points"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Point": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Data point with numeric coordinates",
+          "properties": {
+            "component": {
+              "const": "Point"
+            },
+            "x": {
+              "type": "number"
+            },
+            "y": {
+              "type": "number"
+            },
+            "z": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "component",
+            "x",
+            "y"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "AreaChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Filled area under lines; use for cumulative totals or volume trends over time",
+          "properties": {
+            "component": {
+              "const": "AreaChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "series": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "linear",
+                "natural",
+                "step"
+              ]
+            },
+            "xLabel": {
+              "type": "string"
+            },
+            "yLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "series"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "BarChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Vertical bars; use for comparing values across categories with one or more series",
+          "properties": {
+            "component": {
+              "const": "BarChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "series": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "grouped",
+                "stacked"
+              ]
+            },
+            "xLabel": {
+              "type": "string"
+            },
+            "yLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "series"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "LineChart": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Lines over categories; use for trends and continuous data over time",
+          "properties": {
+            "component": {
+              "const": "LineChart"
+            },
+            "labels": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "series": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "linear",
+                "natural",
+                "step"
+              ]
+            },
+            "xLabel": {
+              "type": "string"
+            },
+            "yLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "labels",
+            "series"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Table": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Data table \u2014 column-oriented. Each Col holds its own data array.",
+          "properties": {
+            "component": {
+              "const": "Table"
+            },
+            "columns": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "columns"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Col": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Column definition \u2014 holds label + data array",
+          "properties": {
+            "component": {
+              "const": "Col"
+            },
+            "label": {
+              "type": "string"
+            },
+            "data": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "type": {
+              "type": "string",
+              "enum": [
+                "string",
+                "number",
+                "action"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "label",
+            "data"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "TagBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "tags is an array of strings",
+          "properties": {
+            "component": {
+              "const": "TagBlock"
+            },
+            "tags": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "tags"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Form": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Form container with fields and explicit action buttons",
+          "properties": {
+            "component": {
+              "const": "Form"
+            },
+            "name": {
+              "type": "string"
+            },
+            "buttons": {
+              "$ref": "common_types.json#/$defs/ComponentId",
+              "description": "The ID of the referenced child component."
+            },
+            "fields": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "buttons",
+            "fields"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Buttons": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Group of Button components. direction: \"row\" (default) | \"column\".",
+          "properties": {
+            "component": {
+              "const": "Buttons"
+            },
+            "buttons": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "direction": {
+              "type": "string",
+              "enum": [
+                "row",
+                "column"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "buttons"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Button": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Clickable button",
+          "properties": {
+            "component": {
+              "const": "Button"
+            },
+            "label": {
+              "type": "string"
+            },
+            "action": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "primary",
+                "secondary",
+                "tertiary"
+              ]
+            },
+            "type": {
+              "type": "string",
+              "enum": [
+                "normal",
+                "destructive"
+              ]
+            },
+            "size": {
+              "type": "string",
+              "enum": [
+                "extra-small",
+                "small",
+                "medium",
+                "large"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "label"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "FormControl": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Field with label, input component, and optional hint text",
+          "properties": {
+            "component": {
+              "const": "FormControl"
+            },
+            "label": {
+              "type": "string"
+            },
+            "input": {
+              "$ref": "common_types.json#/$defs/ComponentId",
+              "description": "The ID of the referenced child component."
+            },
+            "hint": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "label",
+            "input"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Input": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Input",
+          "properties": {
+            "component": {
+              "const": "Input"
+            },
+            "name": {
+              "type": "string"
+            },
+            "placeholder": {
+              "type": "string"
+            },
+            "type": {
+              "type": "string",
+              "enum": [
+                "text",
+                "email",
+                "password",
+                "number",
+                "url"
+              ]
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "name"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "TextArea": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "TextArea",
+          "properties": {
+            "component": {
+              "const": "TextArea"
+            },
+            "name": {
+              "type": "string"
+            },
+            "placeholder": {
+              "type": "string"
+            },
+            "rows": {
+              "type": "number"
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "name"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Select": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Select",
+          "properties": {
+            "component": {
+              "const": "Select"
+            },
+            "name": {
+              "type": "string"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "placeholder": {
+              "type": "string"
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "string"
+            },
+            "size": {
+              "type": "string",
+              "enum": [
+                "small",
+                "medium",
+                "large"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SelectItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Option for Select",
+          "properties": {
+            "component": {
+              "const": "SelectItem"
+            },
+            "value": {
+              "type": "string"
+            },
+            "label": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "value",
+            "label"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "DatePicker": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "DatePicker",
+          "properties": {
+            "component": {
+              "const": "DatePicker"
+            },
+            "name": {
+              "type": "string"
+            },
+            "mode": {
+              "type": "string",
+              "enum": [
+                "single",
+                "range"
+              ]
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "name"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Slider": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Numeric slider input; supports continuous and discrete (stepped) variants",
+          "properties": {
+            "component": {
+              "const": "Slider"
+            },
+            "name": {
+              "type": "string"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "continuous",
+                "discrete"
+              ]
+            },
+            "min": {
+              "type": "number"
+            },
+            "max": {
+              "type": "number"
+            },
+            "step": {
+              "type": "number"
+            },
+            "defaultValue": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "label": {
+              "type": "string"
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "variant",
+            "min",
+            "max"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "CheckBoxGroup": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "CheckBoxGroup",
+          "properties": {
+            "component": {
+              "const": "CheckBoxGroup"
+            },
+            "name": {
+              "type": "string"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "CheckBoxItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "CheckBoxItem",
+          "properties": {
+            "component": {
+              "const": "CheckBoxItem"
+            },
+            "label": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "name": {
+              "type": "string"
+            },
+            "defaultChecked": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "component",
+            "label",
+            "description",
+            "name"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "RadioGroup": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "RadioGroup",
+          "properties": {
+            "component": {
+              "const": "RadioGroup"
+            },
+            "name": {
+              "type": "string"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "defaultValue": {
+              "type": "string"
+            },
+            "rules": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "value": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "RadioItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "RadioItem",
+          "properties": {
+            "component": {
+              "const": "RadioItem"
+            },
+            "label": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "value": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "label",
+            "description",
+            "value"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Steps": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Step-by-step guide",
+          "properties": {
+            "component": {
+              "const": "Steps"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "StepsItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "title and details text for one step",
+          "properties": {
+            "component": {
+              "const": "StepsItem"
+            },
+            "title": {
+              "type": "string"
+            },
+            "details": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "title",
+            "details"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Tabs": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Tabbed container",
+          "properties": {
+            "component": {
+              "const": "Tabs"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "TabItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "value is unique id, trigger is tab label, content is array of components",
+          "properties": {
+            "component": {
+              "const": "TabItem"
+            },
+            "value": {
+              "type": "string"
+            },
+            "trigger": {
+              "type": "string"
+            },
+            "content": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "value",
+            "trigger",
+            "content"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Carousel": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Horizontal scrollable carousel",
+          "properties": {
+            "component": {
+              "const": "Carousel"
+            },
+            "children": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "card",
+                "sunk"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "children"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Slice": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "One slice with label and numeric value",
+          "properties": {
+            "component": {
+              "const": "Slice"
+            },
+            "category": {
+              "type": "string"
+            },
+            "value": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "component",
+            "category",
+            "value"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Label": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Text label",
+          "properties": {
+            "component": {
+              "const": "Label"
+            },
+            "text": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SwitchGroup": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Group of switch toggles",
+          "properties": {
+            "component": {
+              "const": "SwitchGroup"
+            },
+            "name": {
+              "type": "string"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "clear",
+                "card",
+                "sunk"
+              ]
+            },
+            "value": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            }
+          },
+          "required": [
+            "component",
+            "name",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SwitchItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Individual switch toggle",
+          "properties": {
+            "component": {
+              "const": "SwitchItem"
+            },
+            "label": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "name": {
+              "type": "string"
+            },
+            "defaultChecked": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "component",
+            "name"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Accordion": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Collapsible sections",
+          "properties": {
+            "component": {
+              "const": "Accordion"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "AccordionItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "value is unique id, trigger is section title",
+          "properties": {
+            "component": {
+              "const": "AccordionItem"
+            },
+            "value": {
+              "type": "string"
+            },
+            "trigger": {
+              "type": "string"
+            },
+            "content": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "value",
+            "trigger",
+            "content"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Tag": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Styled tag/badge with optional icon and variant",
+          "properties": {
+            "component": {
+              "const": "Tag"
+            },
+            "text": {
+              "type": "string"
+            },
+            "icon": {
+              "type": "string"
+            },
+            "size": {
+              "type": "string",
+              "enum": [
+                "sm",
+                "md",
+                "lg"
+              ]
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "neutral",
+                "info",
+                "success",
+                "warning",
+                "danger"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "FollowUpBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "List of clickable follow-up suggestions placed at the end of a response",
+          "properties": {
+            "component": {
+              "const": "FollowUpBlock"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "FollowUpItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Clickable follow-up suggestion; when clicked, sends text as user message",
+          "properties": {
+            "component": {
+              "const": "FollowUpItem"
+            },
+            "text": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ListBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "A list of items with number or image indicators",
+          "properties": {
+            "component": {
+              "const": "ListBlock"
+            },
+            "items": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "number",
+                "image"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "items"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "ListItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "List row with a title, optional subtitle and image",
+          "properties": {
+            "component": {
+              "const": "ListItem"
+            },
+            "title": {
+              "type": "string"
+            },
+            "subtitle": {
+              "type": "string"
+            },
+            "image": {
+              "type": "array",
+              "description": "A data array (literal JSON values)."
+            },
+            "actionLabel": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "title"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SectionBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Collapsible accordion sections; use SectionItem for each section",
+          "properties": {
+            "component": {
+              "const": "SectionBlock"
+            },
+            "sections": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "isFoldable": {
+              "type": "boolean"
+            }
+          },
+          "required": [
+            "component",
+            "sections"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "SectionItem": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Section with a label and collapsible content, used inside SectionBlock",
+          "properties": {
+            "component": {
+              "const": "SectionItem"
+            },
+            "value": {
+              "type": "string"
+            },
+            "trigger": {
+              "type": "string"
+            },
+            "content": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "value",
+            "trigger",
+            "content"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Alert": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Alert banner with icon, title, and description",
+          "properties": {
+            "component": {
+              "const": "Alert"
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "default",
+                "destructive",
+                "info",
+                "success",
+                "warning"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "title",
+            "description"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Avatar": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Avatar image with a text fallback",
+          "properties": {
+            "component": {
+              "const": "Avatar"
+            },
+            "src": {
+              "type": "string"
+            },
+            "alt": {
+              "type": "string"
+            },
+            "fallback": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "fallback"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Badge": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Small status or category badge",
+          "properties": {
+            "component": {
+              "const": "Badge"
+            },
+            "text": {
+              "type": "string"
+            },
+            "variant": {
+              "type": "string",
+              "enum": [
+                "default",
+                "secondary",
+                "destructive",
+                "outline",
+                "ghost",
+                "link"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Progress": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Progress bar with an optional label",
+          "properties": {
+            "component": {
+              "const": "Progress"
+            },
+            "value": {
+              "type": "number"
+            },
+            "label": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "value"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "PaginationBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Page navigation for long result sets",
+          "properties": {
+            "component": {
+              "const": "PaginationBlock"
+            },
+            "currentPage": {
+              "type": "number"
+            },
+            "totalPages": {
+              "type": "number"
+            }
+          },
+          "required": [
+            "component",
+            "currentPage",
+            "totalPages"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "CalendarBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Inline calendar",
+          "properties": {
+            "component": {
+              "const": "CalendarBlock"
+            },
+            "mode": {
+              "type": "string",
+              "enum": [
+                "single",
+                "multiple",
+                "range"
+              ]
+            },
+            "defaultMonth": {
+              "type": "string"
+            },
+            "numberOfMonths": {
+              "type": "number"
+            },
+            "captionLayout": {
+              "type": "string",
+              "enum": [
+                "label",
+                "dropdown"
+              ]
+            }
+          },
+          "required": [
+            "component"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "DialogBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Button that opens a modal dialog with content",
+          "properties": {
+            "component": {
+              "const": "DialogBlock"
+            },
+            "triggerLabel": {
+              "type": "string"
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "content": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            },
+            "triggerVariant": {
+              "type": "string",
+              "enum": [
+                "default",
+                "destructive",
+                "outline",
+                "secondary",
+                "ghost",
+                "link"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "triggerLabel",
+            "title"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "DrawerBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Button that opens a slide-out drawer with content",
+          "properties": {
+            "component": {
+              "const": "DrawerBlock"
+            },
+            "triggerLabel": {
+              "type": "string"
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "content": {
+              "type": "array",
+              "items": {
+                "$ref": "common_types.json#/$defs/ComponentId"
+              },
+              "description": "A static list of child component IDs."
+            }
+          },
+          "required": [
+            "component",
+            "triggerLabel",
+            "title"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "AlertDialogBlock": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Button that opens a confirm/cancel dialog",
+          "properties": {
+            "component": {
+              "const": "AlertDialogBlock"
+            },
+            "triggerLabel": {
+              "type": "string"
+            },
+            "title": {
+              "type": "string"
+            },
+            "description": {
+              "type": "string"
+            },
+            "confirmLabel": {
+              "type": "string"
+            },
+            "cancelLabel": {
+              "type": "string"
+            },
+            "triggerVariant": {
+              "type": "string",
+              "enum": [
+                "default",
+                "destructive",
+                "outline",
+                "secondary",
+                "ghost",
+                "link"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "triggerLabel",
+            "title",
+            "description"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Heading": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Standalone heading",
+          "properties": {
+            "component": {
+              "const": "Heading"
+            },
+            "text": {
+              "type": "string"
+            },
+            "level": {
+              "type": "string",
+              "enum": [
+                "h1",
+                "h2",
+                "h3",
+                "h4"
+              ]
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "Blockquote": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Quoted text with an optional citation",
+          "properties": {
+            "component": {
+              "const": "Blockquote"
+            },
+            "text": {
+              "type": "string"
+            },
+            "cite": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "text"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    },
+    "InlineCode": {
+      "type": "object",
+      "allOf": [
+        {
+          "$ref": "common_types.json#/$defs/ComponentCommon"
+        },
+        {
+          "$ref": "#/$defs/CatalogComponentCommon"
+        },
+        {
+          "type": "object",
+          "description": "Inline code span",
+          "properties": {
+            "component": {
+              "const": "InlineCode"
+            },
+            "code": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "component",
+            "code"
+          ]
+        }
+      ],
+      "unevaluatedProperties": false
+    }
+  },
+  "$defs": {
+    "CatalogComponentCommon": {
+      "type": "object",
+      "properties": {
+        "weight": {
+          "type": "number",
+          "description": "The relative weight of this component within a Row or Column. This is similar to the CSS 'flex-grow' property. Note: this may ONLY be set when the component is a direct descendant of a Row or Column."
+        }
+      }
+    },
+    "theme": {
+      "type": "object",
+      "properties": {
+        "primaryColor": {
+          "type": "string",
+          "description": "The primary brand color used for highlights (e.g., primary buttons, active borders). Renderers may generate variants of this color for different contexts. Format: Hexadecimal code (e.g., '#00BFFF').",
+          "pattern": "^#[0-9a-fA-F]{6}$"
+        },
+        "iconUrl": {
+          "type": "string",
+          "format": "uri",
+          "description": "A URL for an image that identifies the agent or tool associated with the surface."
+        },
+        "agentDisplayName": {
+          "type": "string",
+          "description": "Text to be displayed next to the surface to identify the agent or tool that created it."
+        }
+      },
+      "additionalProperties": true
+    },
+    "anyComponent": {
+      "oneOf": [
+        {
+          "$ref": "#/components/Card"
+        },
+        {
+          "$ref": "#/components/TextContent"
+        },
+        {
+          "$ref": "#/components/MarkDownRenderer"
+        },
+        {
+          "$ref": "#/components/CardHeader"
+        },
+        {
+          "$ref": "#/components/Callout"
+        },
+        {
+          "$ref": "#/components/TextCallout"
+        },
+        {
+          "$ref": "#/components/CodeBlock"
+        },
+        {
+          "$ref": "#/components/Image"
+        },
+        {
+          "$ref": "#/components/ImageBlock"
+        },
+        {
+          "$ref": "#/components/ImageGallery"
+        },
+        {
+          "$ref": "#/components/Separator"
+        },
+        {
+          "$ref": "#/components/HorizontalBarChart"
+        },
+        {
+          "$ref": "#/components/Series"
+        },
+        {
+          "$ref": "#/components/RadarChart"
+        },
+        {
+          "$ref": "#/components/PieChart"
+        },
+        {
+          "$ref": "#/components/RadialChart"
+        },
+        {
+          "$ref": "#/components/SingleStackedBarChart"
+        },
+        {
+          "$ref": "#/components/ScatterChart"
+        },
+        {
+          "$ref": "#/components/ScatterSeries"
+        },
+        {
+          "$ref": "#/components/Point"
+        },
+        {
+          "$ref": "#/components/AreaChart"
+        },
+        {
+          "$ref": "#/components/BarChart"
+        },
+        {
+          "$ref": "#/components/LineChart"
+        },
+        {
+          "$ref": "#/components/Table"
+        },
+        {
+          "$ref": "#/components/Col"
+        },
+        {
+          "$ref": "#/components/TagBlock"
+        },
+        {
+          "$ref": "#/components/Form"
+        },
+        {
+          "$ref": "#/components/Buttons"
+        },
+        {
+          "$ref": "#/components/Button"
+        },
+        {
+          "$ref": "#/components/FormControl"
+        },
+        {
+          "$ref": "#/components/Input"
+        },
+        {
+          "$ref": "#/components/TextArea"
+        },
+        {
+          "$ref": "#/components/Select"
+        },
+        {
+          "$ref": "#/components/SelectItem"
+        },
+        {
+          "$ref": "#/components/DatePicker"
+        },
+        {
+          "$ref": "#/components/Slider"
+        },
+        {
+          "$ref": "#/components/CheckBoxGroup"
+        },
+        {
+          "$ref": "#/components/CheckBoxItem"
+        },
+        {
+          "$ref": "#/components/RadioGroup"
+        },
+        {
+          "$ref": "#/components/RadioItem"
+        },
+        {
+          "$ref": "#/components/Steps"
+        },
+        {
+          "$ref": "#/components/StepsItem"
+        },
+        {
+          "$ref": "#/components/Tabs"
+        },
+        {
+          "$ref": "#/components/TabItem"
+        },
+        {
+          "$ref": "#/components/Carousel"
+        },
+        {
+          "$ref": "#/components/Slice"
+        },
+        {
+          "$ref": "#/components/Label"
+        },
+        {
+          "$ref": "#/components/SwitchGroup"
+        },
+        {
+          "$ref": "#/components/SwitchItem"
+        },
+        {
+          "$ref": "#/components/Accordion"
+        },
+        {
+          "$ref": "#/components/AccordionItem"
+        },
+        {
+          "$ref": "#/components/Tag"
+        },
+        {
+          "$ref": "#/components/FollowUpBlock"
+        },
+        {
+          "$ref": "#/components/FollowUpItem"
+        },
+        {
+          "$ref": "#/components/ListBlock"
+        },
+        {
+          "$ref": "#/components/ListItem"
+        },
+        {
+          "$ref": "#/components/SectionBlock"
+        },
+        {
+          "$ref": "#/components/SectionItem"
+        },
+        {
+          "$ref": "#/components/Alert"
+        },
+        {
+          "$ref": "#/components/Avatar"
+        },
+        {
+          "$ref": "#/components/Badge"
+        },
+        {
+          "$ref": "#/components/Progress"
+        },
+        {
+          "$ref": "#/components/PaginationBlock"
+        },
+        {
+          "$ref": "#/components/CalendarBlock"
+        },
+        {
+          "$ref": "#/components/DialogBlock"
+        },
+        {
+          "$ref": "#/components/DrawerBlock"
+        },
+        {
+          "$ref": "#/components/AlertDialogBlock"
+        },
+        {
+          "$ref": "#/components/Heading"
+        },
+        {
+          "$ref": "#/components/Blockquote"
+        },
+        {
+          "$ref": "#/components/InlineCode"
+        }
+      ],
+      "discriminator": {
+        "propertyName": "component"
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/protocols/a2ui/catalog-surface.json b/benchmarks/openui-bench/protocols/a2ui/catalog-surface.json
new file mode 100644
index 000000000..739a3c463
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/catalog-surface.json
@@ -0,0 +1,1926 @@
+{
+ "Card": {
+  "desc": "Styled container. variant: \"card\" (default, elevated) | \"sunk\" (recessed) | \"clear\" (transparent). Always full width. Accepts all Stack flex params (default: di",
+  "props": [
+   [
+    "children",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "card",
+      "sunk",
+      "clear"
+     ]
+    }
+   ],
+   [
+    "direction",
+    {
+     "t": "string",
+     "enum": [
+      "row",
+      "column"
+     ]
+    }
+   ],
+   [
+    "gap",
+    {
+     "t": "string",
+     "enum": [
+      "none",
+      "xs",
+      "s",
+      "m",
+      "l",
+      "xl",
+      "2xl"
+     ]
+    }
+   ],
+   [
+    "align",
+    {
+     "t": "string",
+     "enum": [
+      "start",
+      "center",
+      "end",
+      "stretch",
+      "baseline"
+     ]
+    }
+   ],
+   [
+    "justify",
+    {
+     "t": "string",
+     "enum": [
+      "start",
+      "center",
+      "end",
+      "between",
+      "around",
+      "evenly"
+     ]
+    }
+   ],
+   [
+    "wrap",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "TextContent": {
+  "desc": "Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\".",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "small",
+      "default",
+      "large",
+      "small-heavy",
+      "large-heavy"
+     ]
+    }
+   ]
+  ]
+ },
+ "MarkDownRenderer": {
+  "desc": "Renders markdown text with optional container variant",
+  "props": [
+   [
+    "textMarkdown",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "clear",
+      "card",
+      "sunk"
+     ]
+    }
+   ]
+  ]
+ },
+ "CardHeader": {
+  "desc": "Header with optional title and subtitle",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "subtitle",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Callout": {
+  "desc": "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.",
+  "props": [
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "info",
+      "warning",
+      "error",
+      "success",
+      "neutral"
+     ],
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "TextCallout": {
+  "desc": "Text callout with variant, title, and description",
+  "props": [
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "neutral",
+      "info",
+      "warning",
+      "success",
+      "danger"
+     ]
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "CodeBlock": {
+  "desc": "Syntax-highlighted code block",
+  "props": [
+   [
+    "language",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "codeString",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Image": {
+  "desc": "Image with alt text and optional URL",
+  "props": [
+   [
+    "alt",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "src",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ImageBlock": {
+  "desc": "Image block with loading state",
+  "props": [
+   [
+    "src",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "alt",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ImageGallery": {
+  "desc": "Gallery grid of images with modal preview",
+  "props": [
+   [
+    "images",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Separator": {
+  "desc": "Visual divider between content sections",
+  "props": [
+   [
+    "orientation",
+    {
+     "t": "string",
+     "enum": [
+      "horizontal",
+      "vertical"
+     ]
+    }
+   ],
+   [
+    "decorative",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "HorizontalBarChart": {
+  "desc": "Horizontal bars; prefer when category labels are long or for ranked lists",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "grouped",
+      "stacked"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Series": {
+  "desc": "One data series",
+  "props": [
+   [
+    "category",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "RadarChart": {
+  "desc": "Spider/web chart; use for comparing multiple variables across one or more entities",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "PieChart": {
+  "desc": "Circular slices; use plucked arrays: PieChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "pie",
+      "donut"
+     ]
+    }
+   ],
+   [
+    "appearance",
+    {
+     "t": "string",
+     "enum": [
+      "circular",
+      "semiCircular"
+     ]
+    }
+   ]
+  ]
+ },
+ "RadialChart": {
+  "desc": "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "SingleStackedBarChart": {
+  "desc": "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "values",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "ScatterChart": {
+  "desc": "X/Y scatter plot; use for correlations, distributions, and clustering",
+  "props": [
+   [
+    "datasets",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "ScatterSeries": {
+  "desc": "Named dataset",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "points",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Point": {
+  "desc": "Data point with numeric coordinates",
+  "props": [
+   [
+    "x",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "y",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "z",
+    {
+     "t": "number"
+    }
+   ]
+  ]
+ },
+ "AreaChart": {
+  "desc": "Filled area under lines; use for cumulative totals or volume trends over time",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "linear",
+      "natural",
+      "step"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "BarChart": {
+  "desc": "Vertical bars; use for comparing values across categories with one or more series",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "grouped",
+      "stacked"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "LineChart": {
+  "desc": "Lines over categories; use for trends and continuous data over time",
+  "props": [
+   [
+    "labels",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "series",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "linear",
+      "natural",
+      "step"
+     ]
+    }
+   ],
+   [
+    "xLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "yLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Table": {
+  "desc": "Data table — column-oriented. Each Col holds its own data array.",
+  "props": [
+   [
+    "columns",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Col": {
+  "desc": "Column definition — holds label + data array",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "data",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "string",
+      "number",
+      "action"
+     ]
+    }
+   ]
+  ]
+ },
+ "TagBlock": {
+  "desc": "tags is an array of strings",
+  "props": [
+   [
+    "tags",
+    {
+     "t": "array",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Form": {
+  "desc": "Form container with fields and explicit action buttons",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "buttons",
+    {
+     "t": "ref",
+     "req": true
+    }
+   ],
+   [
+    "fields",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Buttons": {
+  "desc": "Group of Button components. direction: \"row\" (default) | \"column\".",
+  "props": [
+   [
+    "buttons",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "direction",
+    {
+     "t": "string",
+     "enum": [
+      "row",
+      "column"
+     ]
+    }
+   ]
+  ]
+ },
+ "Button": {
+  "desc": "Clickable button",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "action",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "primary",
+      "secondary",
+      "tertiary"
+     ]
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "normal",
+      "destructive"
+     ]
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "extra-small",
+      "small",
+      "medium",
+      "large"
+     ]
+    }
+   ]
+  ]
+ },
+ "FormControl": {
+  "desc": "Field with label, input component, and optional hint text",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "input",
+    {
+     "t": "ref",
+     "req": true
+    }
+   ],
+   [
+    "hint",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Input": {
+  "desc": "Input",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "type",
+    {
+     "t": "string",
+     "enum": [
+      "text",
+      "email",
+      "password",
+      "number",
+      "url"
+     ]
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "TextArea": {
+  "desc": "TextArea",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rows",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "Select": {
+  "desc": "Select",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "placeholder",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "small",
+      "medium",
+      "large"
+     ]
+    }
+   ]
+  ]
+ },
+ "SelectItem": {
+  "desc": "Option for Select",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "DatePicker": {
+  "desc": "DatePicker",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "mode",
+    {
+     "t": "string",
+     "enum": [
+      "single",
+      "range"
+     ]
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "Slider": {
+  "desc": "Numeric slider input; supports continuous and discrete (stepped) variants",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "continuous",
+      "discrete"
+     ],
+     "req": true
+    }
+   ],
+   [
+    "min",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "max",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "step",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "defaultValue",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "CheckBoxGroup": {
+  "desc": "CheckBoxGroup",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "CheckBoxItem": {
+  "desc": "CheckBoxItem",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "defaultChecked",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "RadioGroup": {
+  "desc": "RadioGroup",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "defaultValue",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "rules",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "RadioItem": {
+  "desc": "RadioItem",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Steps": {
+  "desc": "Step-by-step guide",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "StepsItem": {
+  "desc": "title and details text for one step",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "details",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Tabs": {
+  "desc": "Tabbed container",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "TabItem": {
+  "desc": "value is unique id, trigger is tab label, content is array of components",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Carousel": {
+  "desc": "Horizontal scrollable carousel",
+  "props": [
+   [
+    "children",
+    {
+     "t": "array",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "card",
+      "sunk"
+     ]
+    }
+   ]
+  ]
+ },
+ "Slice": {
+  "desc": "One slice with label and numeric value",
+  "props": [
+   [
+    "category",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "number",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Label": {
+  "desc": "Text label",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "SwitchGroup": {
+  "desc": "Group of switch toggles",
+  "props": [
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "clear",
+      "card",
+      "sunk"
+     ]
+    }
+   ],
+   [
+    "value",
+    {
+     "t": "array"
+    }
+   ]
+  ]
+ },
+ "SwitchItem": {
+  "desc": "Individual switch toggle",
+  "props": [
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "name",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "defaultChecked",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "Accordion": {
+  "desc": "Collapsible sections",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "AccordionItem": {
+  "desc": "value is unique id, trigger is section title",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Tag": {
+  "desc": "Styled tag/badge with optional icon and variant",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "icon",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "size",
+    {
+     "t": "string",
+     "enum": [
+      "sm",
+      "md",
+      "lg"
+     ]
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "neutral",
+      "info",
+      "success",
+      "warning",
+      "danger"
+     ]
+    }
+   ]
+  ]
+ },
+ "FollowUpBlock": {
+  "desc": "List of clickable follow-up suggestions placed at the end of a response",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "FollowUpItem": {
+  "desc": "Clickable follow-up suggestion; when clicked, sends text as user message",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "ListBlock": {
+  "desc": "A list of items with number or image indicators",
+  "props": [
+   [
+    "items",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "number",
+      "image"
+     ]
+    }
+   ]
+  ]
+ },
+ "ListItem": {
+  "desc": "List row with a title, optional subtitle and image",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "subtitle",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "image",
+    {
+     "t": "array"
+    }
+   ],
+   [
+    "actionLabel",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "SectionBlock": {
+  "desc": "Collapsible accordion sections; use SectionItem for each section",
+  "props": [
+   [
+    "sections",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ],
+   [
+    "isFoldable",
+    {
+     "t": "boolean"
+    }
+   ]
+  ]
+ },
+ "SectionItem": {
+  "desc": "Section with a label and collapsible content, used inside SectionBlock",
+  "props": [
+   [
+    "value",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "trigger",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Alert": {
+  "desc": "Alert banner with icon, title, and description",
+  "props": [
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "info",
+      "success",
+      "warning"
+     ]
+    }
+   ]
+  ]
+ },
+ "Avatar": {
+  "desc": "Avatar image with a text fallback",
+  "props": [
+   [
+    "src",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "alt",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "fallback",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "Badge": {
+  "desc": "Small status or category badge",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "variant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "secondary",
+      "destructive",
+      "outline",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "Progress": {
+  "desc": "Progress bar with an optional label",
+  "props": [
+   [
+    "value",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "label",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "PaginationBlock": {
+  "desc": "Page navigation for long result sets",
+  "props": [
+   [
+    "currentPage",
+    {
+     "t": "number",
+     "req": true
+    }
+   ],
+   [
+    "totalPages",
+    {
+     "t": "number",
+     "req": true
+    }
+   ]
+  ]
+ },
+ "CalendarBlock": {
+  "desc": "Inline calendar",
+  "props": [
+   [
+    "mode",
+    {
+     "t": "string",
+     "enum": [
+      "single",
+      "multiple",
+      "range"
+     ]
+    }
+   ],
+   [
+    "defaultMonth",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "numberOfMonths",
+    {
+     "t": "number"
+    }
+   ],
+   [
+    "captionLayout",
+    {
+     "t": "string",
+     "enum": [
+      "label",
+      "dropdown"
+     ]
+    }
+   ]
+  ]
+ },
+ "DialogBlock": {
+  "desc": "Button that opens a modal dialog with content",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs"
+    }
+   ],
+   [
+    "triggerVariant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "outline",
+      "secondary",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "DrawerBlock": {
+  "desc": "Button that opens a slide-out drawer with content",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "content",
+    {
+     "t": "refs"
+    }
+   ]
+  ]
+ },
+ "AlertDialogBlock": {
+  "desc": "Button that opens a confirm/cancel dialog",
+  "props": [
+   [
+    "triggerLabel",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "title",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "description",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "confirmLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "cancelLabel",
+    {
+     "t": "string"
+    }
+   ],
+   [
+    "triggerVariant",
+    {
+     "t": "string",
+     "enum": [
+      "default",
+      "destructive",
+      "outline",
+      "secondary",
+      "ghost",
+      "link"
+     ]
+    }
+   ]
+  ]
+ },
+ "Heading": {
+  "desc": "Standalone heading",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "level",
+    {
+     "t": "string",
+     "enum": [
+      "h1",
+      "h2",
+      "h3",
+      "h4"
+     ]
+    }
+   ]
+  ]
+ },
+ "Blockquote": {
+  "desc": "Quoted text with an optional citation",
+  "props": [
+   [
+    "text",
+    {
+     "t": "string",
+     "req": true
+    }
+   ],
+   [
+    "cite",
+    {
+     "t": "string"
+    }
+   ]
+  ]
+ },
+ "InlineCode": {
+  "desc": "Inline code span",
+  "props": [
+   [
+    "code",
+    {
+     "t": "string",
+     "req": true
+    }
+   ]
+  ]
+ }
+}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/protocols/a2ui/catalog.py b/benchmarks/openui-bench/protocols/a2ui/catalog.py
new file mode 100644
index 000000000..1e97e7101
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/catalog.py
@@ -0,0 +1,697 @@
+#!/usr/bin/env python
+"""Benchmark component catalog for the A2UI protocol.
+
+Declares the 70 benchmark components and compiles them into an A2UI v0.9
+custom component catalog with the official A2UI agent SDK.
+
+Usage:
+  python catalog.py
+Writes:
+  catalog-a2ui.json     the A2UI v0.9 custom catalog
+  catalog-surface.json  the plain-data component surface (cross-protocol diff)
+"""
+
+import json
+import os
+
+from a2ui.basic_catalog.provider import BundledCatalogProvider
+from a2ui.schema.constants import (
+    CATALOG_COMPONENTS_KEY,
+    CATALOG_ID_KEY,
+    VERSION_0_9,
+)
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+CATALOG_PATH = os.path.join(HERE, "catalog-a2ui.json")
+SURFACE_PATH = os.path.join(HERE, "catalog-surface.json")
+
+# CATALOG_ID, CATALOG_TITLE and CATALOG_DESCRIPTION are serialized into the
+# generated system prompt: changing them changes the prompt the models see and
+# invalidates every raw generated against it. The strings predate the public
+# 70-component catalog (the id and the "73-component Thesys C1" wording carry
+# over from an earlier internal build) and are kept verbatim for that reason;
+# they are labels only, never scored on.
+CATALOG_ID = "thesys.dev:c1-openui"
+# Local SDK handle for this catalog. Never sent to a model, never scored on.
+CATALOG_NAME = "openui"
+CATALOG_TITLE = "Thesys C1 OpenUI catalog (A2UI v0.9 custom catalog)"
+CATALOG_DESCRIPTION = (
+    "The 73-component Thesys C1 catalog expressed as an A2UI v0.9"
+    " custom component catalog."
+)
+
+# Refs stay relative, as the official custom-catalog structure requires.
+COMMON_TYPES = "common_types.json"
+COMPONENT_ID_REF = f"{COMMON_TYPES}#/$defs/ComponentId"
+CHILD_LIST_REF = f"{COMMON_TYPES}#/$defs/ChildList"
+COMPONENT_COMMON_REF = f"{COMMON_TYPES}#/$defs/ComponentCommon"
+CATALOG_COMPONENT_COMMON_REF = "#/$defs/CatalogComponentCommon"
+
+CHILDREN_PROP = "children"
+COMPONENT_KEY = "component"
+
+
+def _prop(name, t, enum=None, req=False):
+    meta = {"t": t}
+    if enum is not None:
+        meta["enum"] = list(enum)
+    if req:
+        meta["req"] = True
+    return [name, meta]
+
+
+def string(name, enum=None, req=False):
+    return _prop(name, "string", enum=enum, req=req)
+
+
+def number(name, req=False):
+    return _prop(name, "number", req=req)
+
+
+def boolean(name, req=False):
+    return _prop(name, "boolean", req=req)
+
+
+def array(name, req=False):
+    """A data array of literal JSON values (chart series data, table cells)."""
+    return _prop(name, "array", req=req)
+
+
+def ref(name, req=False):
+    """A single component ID."""
+    return _prop(name, "ref", req=req)
+
+
+def refs(name, req=False):
+    """A list of component IDs. Named `children`, it is the A2UI child list."""
+    return _prop(name, "refs", req=req)
+
+
+def component(name, desc, *props):
+    return name, {"desc": desc, "props": list(props)}
+
+
+COMPONENTS = [
+    component(
+        'Card',
+        'Styled container. variant: "card" (default, elevated) | "sunk" (recessed) | "clear" (transparent). Always full width. Accepts all Stack flex params (default: di',
+        refs('children', req=True),
+        string('variant', enum=['card', 'sunk', 'clear']),
+        string('direction', enum=['row', 'column']),
+        string('gap', enum=['none', 'xs', 's', 'm', 'l', 'xl', '2xl']),
+        string('align', enum=['start', 'center', 'end', 'stretch', 'baseline']),
+        string('justify', enum=['start', 'center', 'end', 'between', 'around', 'evenly']),
+        boolean('wrap'),
+    ),
+    component(
+        'TextContent',
+        'Text block. Supports markdown. Optional size: "small" | "default" | "large" | "small-heavy" | "large-heavy".',
+        string('text', req=True),
+        string('size', enum=['small', 'default', 'large', 'small-heavy', 'large-heavy']),
+    ),
+    component(
+        'MarkDownRenderer',
+        'Renders markdown text with optional container variant',
+        string('textMarkdown', req=True),
+        string('variant', enum=['clear', 'card', 'sunk']),
+    ),
+    component(
+        'CardHeader',
+        'Header with optional title and subtitle',
+        string('title'),
+        string('subtitle'),
+    ),
+    component(
+        'Callout',
+        'Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.',
+        string('variant', enum=['info', 'warning', 'error', 'success', 'neutral'], req=True),
+        string('title', req=True),
+        string('description', req=True),
+    ),
+    component(
+        'TextCallout',
+        'Text callout with variant, title, and description',
+        string('variant', enum=['neutral', 'info', 'warning', 'success', 'danger']),
+        string('title'),
+        string('description'),
+    ),
+    component(
+        'CodeBlock',
+        'Syntax-highlighted code block',
+        string('language', req=True),
+        string('codeString', req=True),
+    ),
+    component(
+        'Image',
+        'Image with alt text and optional URL',
+        string('alt', req=True),
+        string('src'),
+    ),
+    component(
+        'ImageBlock',
+        'Image block with loading state',
+        string('src', req=True),
+        string('alt'),
+    ),
+    component(
+        'ImageGallery',
+        'Gallery grid of images with modal preview',
+        array('images', req=True),
+    ),
+    component(
+        'Separator',
+        'Visual divider between content sections',
+        string('orientation', enum=['horizontal', 'vertical']),
+        boolean('decorative'),
+    ),
+    component(
+        'HorizontalBarChart',
+        'Horizontal bars; prefer when category labels are long or for ranked lists',
+        array('labels', req=True),
+        refs('series', req=True),
+        string('variant', enum=['grouped', 'stacked']),
+        string('xLabel'),
+        string('yLabel'),
+    ),
+    component(
+        'Series',
+        'One data series',
+        string('category', req=True),
+        array('values', req=True),
+    ),
+    component(
+        'RadarChart',
+        'Spider/web chart; use for comparing multiple variables across one or more entities',
+        array('labels', req=True),
+        refs('series', req=True),
+    ),
+    component(
+        'PieChart',
+        'Circular slices; use plucked arrays: PieChart(data.categories, data.values)',
+        array('labels', req=True),
+        array('values', req=True),
+        string('variant', enum=['pie', 'donut']),
+        string('appearance', enum=['circular', 'semiCircular']),
+    ),
+    component(
+        'RadialChart',
+        'Radial bars; use plucked arrays: RadialChart(data.categories, data.values)',
+        array('labels', req=True),
+        array('values', req=True),
+    ),
+    component(
+        'SingleStackedBarChart',
+        'Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)',
+        array('labels', req=True),
+        array('values', req=True),
+    ),
+    component(
+        'ScatterChart',
+        'X/Y scatter plot; use for correlations, distributions, and clustering',
+        refs('datasets', req=True),
+        string('xLabel'),
+        string('yLabel'),
+    ),
+    component(
+        'ScatterSeries',
+        'Named dataset',
+        string('name', req=True),
+        refs('points', req=True),
+    ),
+    component(
+        'Point',
+        'Data point with numeric coordinates',
+        number('x', req=True),
+        number('y', req=True),
+        number('z'),
+    ),
+    component(
+        'AreaChart',
+        'Filled area under lines; use for cumulative totals or volume trends over time',
+        array('labels', req=True),
+        refs('series', req=True),
+        string('variant', enum=['linear', 'natural', 'step']),
+        string('xLabel'),
+        string('yLabel'),
+    ),
+    component(
+        'BarChart',
+        'Vertical bars; use for comparing values across categories with one or more series',
+        array('labels', req=True),
+        refs('series', req=True),
+        string('variant', enum=['grouped', 'stacked']),
+        string('xLabel'),
+        string('yLabel'),
+    ),
+    component(
+        'LineChart',
+        'Lines over categories; use for trends and continuous data over time',
+        array('labels', req=True),
+        refs('series', req=True),
+        string('variant', enum=['linear', 'natural', 'step']),
+        string('xLabel'),
+        string('yLabel'),
+    ),
+    component(
+        'Table',
+        'Data table — column-oriented. Each Col holds its own data array.',
+        refs('columns', req=True),
+    ),
+    component(
+        'Col',
+        'Column definition — holds label + data array',
+        string('label', req=True),
+        array('data', req=True),
+        string('type', enum=['string', 'number', 'action']),
+    ),
+    component(
+        'TagBlock',
+        'tags is an array of strings',
+        array('tags', req=True),
+    ),
+    component(
+        'Form',
+        'Form container with fields and explicit action buttons',
+        string('name', req=True),
+        ref('buttons', req=True),
+        refs('fields', req=True),
+    ),
+    component(
+        'Buttons',
+        'Group of Button components. direction: "row" (default) | "column".',
+        refs('buttons', req=True),
+        string('direction', enum=['row', 'column']),
+    ),
+    component(
+        'Button',
+        'Clickable button',
+        string('label', req=True),
+        array('action'),
+        string('variant', enum=['primary', 'secondary', 'tertiary']),
+        string('type', enum=['normal', 'destructive']),
+        string('size', enum=['extra-small', 'small', 'medium', 'large']),
+    ),
+    component(
+        'FormControl',
+        'Field with label, input component, and optional hint text',
+        string('label', req=True),
+        ref('input', req=True),
+        string('hint'),
+    ),
+    component(
+        'Input',
+        'Input',
+        string('name', req=True),
+        string('placeholder'),
+        string('type', enum=['text', 'email', 'password', 'number', 'url']),
+        array('rules'),
+        string('value'),
+    ),
+    component(
+        'TextArea',
+        'TextArea',
+        string('name', req=True),
+        string('placeholder'),
+        number('rows'),
+        array('rules'),
+        string('value'),
+    ),
+    component(
+        'Select',
+        'Select',
+        string('name', req=True),
+        refs('items', req=True),
+        string('placeholder'),
+        array('rules'),
+        string('value'),
+        string('size', enum=['small', 'medium', 'large']),
+    ),
+    component(
+        'SelectItem',
+        'Option for Select',
+        string('value', req=True),
+        string('label', req=True),
+    ),
+    component(
+        'DatePicker',
+        'DatePicker',
+        string('name', req=True),
+        string('mode', enum=['single', 'range']),
+        array('rules'),
+        array('value'),
+    ),
+    component(
+        'Slider',
+        'Numeric slider input; supports continuous and discrete (stepped) variants',
+        string('name', req=True),
+        string('variant', enum=['continuous', 'discrete'], req=True),
+        number('min', req=True),
+        number('max', req=True),
+        number('step'),
+        array('defaultValue'),
+        string('label'),
+        array('rules'),
+        array('value'),
+    ),
+    component(
+        'CheckBoxGroup',
+        'CheckBoxGroup',
+        string('name', req=True),
+        refs('items', req=True),
+        array('rules'),
+        array('value'),
+    ),
+    component(
+        'CheckBoxItem',
+        'CheckBoxItem',
+        string('label', req=True),
+        string('description', req=True),
+        string('name', req=True),
+        boolean('defaultChecked'),
+    ),
+    component(
+        'RadioGroup',
+        'RadioGroup',
+        string('name', req=True),
+        refs('items', req=True),
+        string('defaultValue'),
+        array('rules'),
+        string('value'),
+    ),
+    component(
+        'RadioItem',
+        'RadioItem',
+        string('label', req=True),
+        string('description', req=True),
+        string('value', req=True),
+    ),
+    component(
+        'Steps',
+        'Step-by-step guide',
+        refs('items', req=True),
+    ),
+    component(
+        'StepsItem',
+        'title and details text for one step',
+        string('title', req=True),
+        string('details', req=True),
+    ),
+    component(
+        'Tabs',
+        'Tabbed container',
+        refs('items', req=True),
+    ),
+    component(
+        'TabItem',
+        'value is unique id, trigger is tab label, content is array of components',
+        string('value', req=True),
+        string('trigger', req=True),
+        refs('content', req=True),
+    ),
+    component(
+        'Carousel',
+        'Horizontal scrollable carousel',
+        array('children', req=True),
+        string('variant', enum=['card', 'sunk']),
+    ),
+    component(
+        'Slice',
+        'One slice with label and numeric value',
+        string('category', req=True),
+        number('value', req=True),
+    ),
+    component(
+        'Label',
+        'Text label',
+        string('text', req=True),
+    ),
+    component(
+        'SwitchGroup',
+        'Group of switch toggles',
+        string('name', req=True),
+        refs('items', req=True),
+        string('variant', enum=['clear', 'card', 'sunk']),
+        array('value'),
+    ),
+    component(
+        'SwitchItem',
+        'Individual switch toggle',
+        string('label'),
+        string('description'),
+        string('name', req=True),
+        boolean('defaultChecked'),
+    ),
+    component(
+        'Accordion',
+        'Collapsible sections',
+        refs('items', req=True),
+    ),
+    component(
+        'AccordionItem',
+        'value is unique id, trigger is section title',
+        string('value', req=True),
+        string('trigger', req=True),
+        refs('content', req=True),
+    ),
+    component(
+        'Tag',
+        'Styled tag/badge with optional icon and variant',
+        string('text', req=True),
+        string('icon'),
+        string('size', enum=['sm', 'md', 'lg']),
+        string('variant', enum=['neutral', 'info', 'success', 'warning', 'danger']),
+    ),
+    component(
+        'FollowUpBlock',
+        'List of clickable follow-up suggestions placed at the end of a response',
+        refs('items', req=True),
+    ),
+    component(
+        'FollowUpItem',
+        'Clickable follow-up suggestion; when clicked, sends text as user message',
+        string('text', req=True),
+    ),
+    component(
+        'ListBlock',
+        'A list of items with number or image indicators',
+        refs('items', req=True),
+        string('variant', enum=['number', 'image']),
+    ),
+    component(
+        'ListItem',
+        'List row with a title, optional subtitle and image',
+        string('title', req=True),
+        string('subtitle'),
+        array('image'),
+        string('actionLabel'),
+    ),
+    component(
+        'SectionBlock',
+        'Collapsible accordion sections; use SectionItem for each section',
+        refs('sections', req=True),
+        boolean('isFoldable'),
+    ),
+    component(
+        'SectionItem',
+        'Section with a label and collapsible content, used inside SectionBlock',
+        string('value', req=True),
+        string('trigger', req=True),
+        refs('content', req=True),
+    ),
+    component(
+        'Alert',
+        'Alert banner with icon, title, and description',
+        string('title', req=True),
+        string('description', req=True),
+        string('variant', enum=['default', 'destructive', 'info', 'success', 'warning']),
+    ),
+    component(
+        'Avatar',
+        'Avatar image with a text fallback',
+        string('src'),
+        string('alt'),
+        string('fallback', req=True),
+    ),
+    component(
+        'Badge',
+        'Small status or category badge',
+        string('text', req=True),
+        string('variant', enum=['default', 'secondary', 'destructive', 'outline', 'ghost', 'link']),
+    ),
+    component(
+        'Progress',
+        'Progress bar with an optional label',
+        number('value', req=True),
+        string('label'),
+    ),
+    component(
+        'PaginationBlock',
+        'Page navigation for long result sets',
+        number('currentPage', req=True),
+        number('totalPages', req=True),
+    ),
+    component(
+        'CalendarBlock',
+        'Inline calendar',
+        string('mode', enum=['single', 'multiple', 'range']),
+        string('defaultMonth'),
+        number('numberOfMonths'),
+        string('captionLayout', enum=['label', 'dropdown']),
+    ),
+    component(
+        'DialogBlock',
+        'Button that opens a modal dialog with content',
+        string('triggerLabel', req=True),
+        string('title', req=True),
+        string('description'),
+        refs('content'),
+        string('triggerVariant', enum=['default', 'destructive', 'outline', 'secondary', 'ghost', 'link']),
+    ),
+    component(
+        'DrawerBlock',
+        'Button that opens a slide-out drawer with content',
+        string('triggerLabel', req=True),
+        string('title', req=True),
+        string('description'),
+        refs('content'),
+    ),
+    component(
+        'AlertDialogBlock',
+        'Button that opens a confirm/cancel dialog',
+        string('triggerLabel', req=True),
+        string('title', req=True),
+        string('description', req=True),
+        string('confirmLabel'),
+        string('cancelLabel'),
+        string('triggerVariant', enum=['default', 'destructive', 'outline', 'secondary', 'ghost', 'link']),
+    ),
+    component(
+        'Heading',
+        'Standalone heading',
+        string('text', req=True),
+        string('level', enum=['h1', 'h2', 'h3', 'h4']),
+    ),
+    component(
+        'Blockquote',
+        'Quoted text with an optional citation',
+        string('text', req=True),
+        string('cite'),
+    ),
+    component(
+        'InlineCode',
+        'Inline code span',
+        string('code', req=True),
+    ),
+]
+
+
+SURFACE = dict(COMPONENTS)
+
+
+def prop_schema(prop_name, meta):
+    """Maps one declared prop to its JSON-schema form."""
+    t = meta["t"]
+    if t == "ref":
+        return {
+            "$ref": COMPONENT_ID_REF,
+            "description": "The ID of the referenced child component.",
+        }
+    if t == "refs":
+        if prop_name == CHILDREN_PROP:
+            return {
+                "$ref": CHILD_LIST_REF,
+                "description": (
+                    "Defines the children. Children cannot be defined inline,"
+                    " they must be referred to by ID."
+                ),
+            }
+        return {
+            "type": "array",
+            "items": {"$ref": COMPONENT_ID_REF},
+            "description": "A static list of child component IDs.",
+        }
+    if t == "string":
+        schema = {"type": "string"}
+        if "enum" in meta:
+            schema["enum"] = list(meta["enum"])
+        return schema
+    if t == "number":
+        return {"type": "number"}
+    if t == "boolean":
+        return {"type": "boolean"}
+    if t == "array":
+        return {"type": "array", "description": "A data array (literal JSON values)."}
+    raise ValueError(f"Unknown prop type: {t!r} for prop {prop_name!r}")
+
+
+def component_schema(name, spec):
+    """Wraps one declared component in the official per-component structure."""
+    properties = {COMPONENT_KEY: {"const": name}}
+    required = [COMPONENT_KEY]
+    for prop_name, meta in spec["props"]:
+        properties[prop_name] = prop_schema(prop_name, meta)
+        if meta.get("req"):
+            required.append(prop_name)
+    return {
+        "type": "object",
+        "allOf": [
+            {"$ref": COMPONENT_COMMON_REF},
+            {"$ref": CATALOG_COMPONENT_COMMON_REF},
+            {
+                "type": "object",
+                "description": spec["desc"],
+                "properties": properties,
+                "required": required,
+            },
+        ],
+        "unevaluatedProperties": False,
+    }
+
+
+def build_catalog():
+    # $defs.CatalogComponentCommon and $defs.theme come from the SDK's own
+    # bundled v0.9 basic catalog rather than being hand-written.
+    basic = BundledCatalogProvider(VERSION_0_9).load()
+
+    components = {name: component_schema(name, spec) for name, spec in COMPONENTS}
+    any_component = {
+        "oneOf": [{"$ref": f"#/components/{name}"} for name in components],
+        "discriminator": {"propertyName": COMPONENT_KEY},
+    }
+
+    return {
+        "$schema": "https://json-schema.org/draft/2020-12/schema",
+        "title": CATALOG_TITLE,
+        "description": CATALOG_DESCRIPTION,
+        CATALOG_ID_KEY: CATALOG_ID,
+        CATALOG_COMPONENTS_KEY: components,
+        "$defs": {
+            "CatalogComponentCommon": basic["$defs"]["CatalogComponentCommon"],
+            "theme": basic["$defs"]["theme"],
+            "anyComponent": any_component,
+        },
+    }
+
+
+def write_catalog():
+    catalog = build_catalog()
+    with open(CATALOG_PATH, "w", encoding="utf-8") as f:
+        json.dump(catalog, f, indent=2)
+    return CATALOG_PATH
+
+
+def write_surface():
+    with open(SURFACE_PATH, "w", encoding="utf-8") as f:
+        json.dump(SURFACE, f, indent=1, ensure_ascii=False)
+    return SURFACE_PATH
+
+
+def main():
+    write_catalog()
+    print(f"wrote {CATALOG_PATH} ({len(COMPONENTS)} components)")
+    write_surface()
+    print(f"wrote {SURFACE_PATH}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/openui-bench/protocols/a2ui/counterfactual.mjs b/benchmarks/openui-bench/protocols/a2ui/counterfactual.mjs
new file mode 100644
index 000000000..c44ebfb0e
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/counterfactual.mjs
@@ -0,0 +1,63 @@
+// Counterfactual renderer gate: what if A2UI's web renderer applied components
+// individually instead of per-message all-or-nothing?
+// Same official @a2ui/web_core validation, atomicity removed: every component in
+// an updateComponents message is wrapped in its own single-component message.
+// Reports, for each run the atomic gate scored blank, whether anything paints.
+// Usage: A2UI_PYTHON=<venv python> node counterfactual.mjs <label> [label ...]
+import { readFileSync } from "node:fs";
+import { join, dirname } from "node:path";
+import { fileURLToPath } from "node:url";
+
+import { evalA2uiRenderer, scoreRaw } from "./validator.mjs";
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+const RAW_ROOT = process.env.A2UI_RAW_ROOT ?? join(__dirname, "../../raw");
+const RESULTS_ROOT = process.env.A2UI_RESULTS_ROOT ?? join(__dirname, "../../results");
+const LABELS = process.argv.slice(2);
+
+if (!LABELS.length) {
+  console.error("usage: node counterfactual.mjs <label> [label ...]");
+  process.exit(2);
+}
+
+function explode(messages) {
+  // One component per message; non-update messages pass through unchanged.
+  const out = [];
+  for (const m of messages) {
+    const upd = m.updateComponents;
+    if (!upd?.components?.length) {
+      out.push(m);
+      continue;
+    }
+    for (const c of upd.components) out.push({ ...m, updateComponents: { ...upd, components: [c] } });
+  }
+  return out;
+}
+
+const totals = { blanks: 0, stillBlank: 0, partial: 0, painted: [] };
+for (const label of LABELS) {
+  const rows = JSON.parse(readFileSync(join(RESULTS_ROOT, `results-${label}.json`), "utf8"));
+  const blanks = rows.filter((r) => (r.fmt ?? "a2ui") === "a2ui" && !r.renderable);
+  let stillBlank = 0;
+  const details = [];
+  for (const row of blanks) {
+    const s = scoreRaw(join(RAW_ROOT, label, `a2ui__${row.scenario}__r${row.repeat}.txt`));
+    const rend = evalA2uiRenderer(explode(s.messages ?? []));
+    const paints = Boolean(rend.rootPresent && rend.componentCount > 0);
+    if (!paints) stillBlank += 1;
+    else {
+      const frac = s.components_total ? rend.componentCount / s.components_total : 0;
+      totals.painted.push(frac);
+      details.push(`${row.scenario} r${row.repeat}: ${rend.componentCount}/${s.components_total} components paint`);
+    }
+  }
+  totals.blanks += blanks.length;
+  totals.stillBlank += stillBlank;
+  totals.partial += blanks.length - stillBlank;
+  console.log(`${label.padEnd(8)} blanks ${blanks.length}  still-blank ${stillBlank}  would-paint-partially ${blanks.length - stillBlank}`);
+  for (const d of details) console.log(`  ${d}`);
+}
+const avg = totals.painted.length ? (100 * totals.painted.reduce((a, b) => a + b, 0)) / totals.painted.length : 0;
+console.log(
+  `\nTOTAL: ${totals.blanks} atomic blanks -> ${totals.stillBlank} still blank, ${totals.partial} paint partially (avg ${avg.toFixed(0)}% of the screen's components)`,
+);
diff --git a/benchmarks/openui-bench/protocols/a2ui/prompt.py b/benchmarks/openui-bench/protocols/a2ui/prompt.py
new file mode 100644
index 000000000..b1ed769e0
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/prompt.py
@@ -0,0 +1,53 @@
+#!/usr/bin/env python
+"""Generates the A2UI benchmark system prompt with the official SDK generator.
+
+Usage:
+  python prompt.py
+Writes:
+  catalog-a2ui.json  (rebuilt from catalog.py, the prompt's only input)
+  system-prompt.txt  official DirectJsonFormat prompt, include_schema=True
+"""
+
+import os
+
+from a2ui.inference_formats.direct_json import DirectJsonFormat
+from a2ui.schema.catalog import CatalogConfig
+from a2ui.schema.constants import VERSION_0_9
+
+from catalog import CATALOG_NAME, CATALOG_PATH, write_catalog
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+PROMPT_PATH = os.path.join(HERE, "system-prompt.txt")
+
+# ROLE_DESCRIPTION is a prompt input: changing it changes the prompt the models
+# see and invalidates every raw generated against it.
+ROLE_DESCRIPTION = "You are a UI generating assistant."
+
+
+def build_format(catalog_path=CATALOG_PATH):
+    return DirectJsonFormat(
+        VERSION_0_9,
+        catalogs=[
+            CatalogConfig.from_path(name=CATALOG_NAME, catalog_path=catalog_path)
+        ],
+    )
+
+
+def build_prompt(catalog_path=CATALOG_PATH):
+    fmt = build_format(catalog_path)
+    return fmt.prompt_generator.generate(
+        role_description=ROLE_DESCRIPTION,
+        include_schema=True,
+    )
+
+
+def main():
+    write_catalog()
+    prompt = build_prompt()
+    with open(PROMPT_PATH, "w", encoding="utf-8") as f:
+        f.write(prompt)
+    print(f"wrote {PROMPT_PATH} ({len(prompt)} chars)")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/openui-bench/protocols/a2ui/score.py b/benchmarks/openui-bench/protocols/a2ui/score.py
new file mode 100644
index 000000000..5c7d0ef94
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/score.py
@@ -0,0 +1,164 @@
+#!/usr/bin/env python
+"""Scores one raw model output against the A2UI catalog with official SDK code.
+
+Official entry points: DirectJsonParser.unwrap (tag extraction),
+payload_fixer.parse_and_fix (JSON healing), A2uiCatalog.validator.validate
+(full payload validation), CatalogSchemaValidator.validate_components
+(per-component schemas), extract_component_ref_fields +
+get_component_references (reference extraction). Reachability is set/graph
+arithmetic over the officially extracted references.
+
+Usage:
+  python score.py <raw.txt>   prints one JSON object to stdout
+"""
+
+import json
+import os
+import sys
+
+from a2ui.core import A2uiParseError
+from a2ui.core.schema.constants import ROOT_ID
+from a2ui.core.validating.catalog_schema_validator import CatalogSchemaValidator
+from a2ui.core.validating.integrity_checker import get_component_references
+from a2ui.inference_formats.direct_json import DirectJsonFormat
+from a2ui.parser.payload_fixer import parse_and_fix
+from a2ui.schema.catalog import CatalogConfig
+from a2ui.schema.constants import VERSION_0_9
+from a2ui.validation.validator import extract_component_ref_fields
+
+from catalog import CATALOG_NAME, CATALOG_PATH
+
+# A2UI_CATALOG overrides the compiled A2UI catalog (catalog-size ladder tiers).
+CATALOG = os.environ.get("A2UI_CATALOG") or CATALOG_PATH
+
+MESSAGE_COMPONENT_KEYS = ("createSurface", "updateComponents")
+
+
+def collect_components(messages):
+    """Collects component dicts from the message keys the SDK itself walks."""
+    components = []
+    for m in messages:
+        if not isinstance(m, dict):
+            continue
+        for key in MESSAGE_COMPONENT_KEYS:
+            sub = m.get(key)
+            if isinstance(sub, dict) and isinstance(sub.get("components"), list):
+                components.extend(c for c in sub["components"] if isinstance(c, dict))
+    return components
+
+
+def score(raw, catalog_path=CATALOG):
+    result = {
+        "parse_ok": False,
+        "messages_parsed": 0,
+        "components_total": 0,
+        "component_ids": [],
+        "root_present": False,
+        "invalid_components": [],
+        "unknown_component_types": [],
+        "dangling_refs": [],
+        "orphaned_ids": [],
+        "errors": [],
+    }
+
+    fmt = DirectJsonFormat(
+        VERSION_0_9,
+        catalogs=[
+            CatalogConfig.from_path(name=CATALOG_NAME, catalog_path=catalog_path)
+        ],
+    )
+    parser = fmt.parser
+    catalog = fmt.get_selected_catalog()
+
+    try:
+        parts = parser.unwrap(raw)
+    except A2uiParseError as e:
+        result["errors"].append(f"unwrap: {e}")
+        return result
+
+    messages = []
+    parse_ok = True
+    for part in parts:
+        if part.a2ui_raw is None:
+            continue
+        try:
+            messages.extend(parse_and_fix(part.a2ui_raw))
+        except A2uiParseError as e:
+            parse_ok = False
+            result["errors"].append(f"parse: {e}")
+    result["parse_ok"] = parse_ok and bool(messages)
+    result["messages_parsed"] = len(messages)
+    # Verbatim officially parsed messages, consumed by the renderer gate.
+    result["messages"] = messages
+
+    components = collect_components(messages)
+    component_ids = [c["id"] for c in components if isinstance(c.get("id"), str)]
+    result["components_total"] = len(components)
+    result["component_ids"] = component_ids
+    result["root_present"] = ROOT_ID in component_ids
+
+    if messages:
+        try:
+            catalog.validator.validate(messages)
+        except Exception as e:
+            result["errors"].append(f"validate: {e}")
+
+    schema_validator = CatalogSchemaValidator(
+        catalog.core_catalog, catalog.common_types_schema
+    )
+    known_types = set(catalog.core_catalog.components.keys())
+    unknown_types = []
+    for comp in components:
+        ctype = comp.get("component")
+        cid = comp.get("id")
+        if not isinstance(ctype, str):
+            result["invalid_components"].append(
+                {"id": cid, "error": "missing or non-string 'component' field"}
+            )
+            continue
+        if ctype not in known_types:
+            if ctype not in unknown_types:
+                unknown_types.append(ctype)
+            continue
+        try:
+            schema_validator.validate_components([comp])
+        except Exception as e:
+            result["invalid_components"].append({"id": cid, "error": str(e)})
+    result["unknown_component_types"] = unknown_types
+
+    ref_fields = extract_component_ref_fields(catalog)
+    id_set = set(component_ids)
+    adjacency = {}
+    referenced = set()
+    for comp in components:
+        cid = comp.get("id")
+        refs = [rid for rid, _field in get_component_references(comp, ref_fields)]
+        referenced.update(refs)
+        if isinstance(cid, str):
+            adjacency.setdefault(cid, []).extend(refs)
+    result["dangling_refs"] = sorted(referenced - id_set)
+
+    reachable = set()
+    stack = [ROOT_ID] if ROOT_ID in id_set else []
+    while stack:
+        node = stack.pop()
+        if node in reachable:
+            continue
+        reachable.add(node)
+        stack.extend(r for r in adjacency.get(node, []) if r in id_set)
+    result["orphaned_ids"] = sorted(id_set - reachable)
+
+    return result
+
+
+def main():
+    if len(sys.argv) != 2:
+        print(f"usage: {sys.argv[0]} <raw.txt>", file=sys.stderr)
+        sys.exit(2)
+    with open(sys.argv[1], "r", encoding="utf-8") as f:
+        raw = f.read()
+    print(json.dumps(score(raw), indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/benchmarks/openui-bench/protocols/a2ui/system-prompt.txt b/benchmarks/openui-bench/protocols/a2ui/system-prompt.txt
new file mode 100644
index 000000000..5a2143269
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/system-prompt.txt
@@ -0,0 +1,27 @@
+You are a UI generating assistant.
+
+## Workflow Description:
+
+The generated response MUST follow these rules:
+- The response can contain one or more A2UI JSON blocks.
+- Each A2UI JSON block MUST be wrapped in `<a2ui-json>` and `</a2ui-json>` tags.
+- Between or around these blocks, you can provide conversational text.
+- The JSON part MUST be a single, raw JSON object (usually a list of A2UI messages) and MUST validate against the provided A2UI JSON SCHEMA.
+- Top-Down Component Ordering: Within the `components` list of a message:
+    - The 'root' component MUST be the FIRST element.
+    - Parent components MUST appear before their child components.
+    This specific ordering allows the streaming parser to yield and render the UI incrementally as it arrives.
+
+
+---BEGIN A2UI JSON SCHEMA---
+
+### Server To Client Schema:
+{"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://a2ui.org/specification/v0_9/server_to_client.json","title":"A2UI Message Schema","description":"Describes a JSON payload for an A2UI (Agent to UI) message, which is used to dynamically construct and update user interfaces.","type":"object","oneOf":[{"$ref":"#/$defs/CreateSurfaceMessage"},{"$ref":"#/$defs/UpdateComponentsMessage"},{"$ref":"#/$defs/UpdateDataModelMessage"},{"$ref":"#/$defs/DeleteSurfaceMessage"}],"$defs":{"CreateSurfaceMessage":{"type":"object","properties":{"version":{"const":"v0.9"},"createSurface":{"type":"object","description":"Signals the client to create a new surface and begin rendering it. It is an error to send 'createSurface' for a surfaceId that already exists without first deleting it. When this message is sent, the client will expect 'updateComponents' and/or 'updateDataModel' messages for the same surfaceId that define the component tree.","properties":{"surfaceId":{"type":"string","description":"The unique identifier for the UI surface to be rendered."},"catalogId":{"description":"A string that uniquely identifies this catalog. It is recommended to prefix this with an internet domain that you own, to avoid conflicts e.g. mycompany.com:somecatalog'.","type":"string"},"theme":{"$ref":"catalog.json#/$defs/theme","description":"Theme parameters for the surface (e.g., {'primaryColor': '#FF0000'}). These must validate against the 'theme' schema defined in the catalog."},"sendDataModel":{"type":"boolean","description":"If true, the client will send the full data model of this surface in the metadata of every A2A message sent to the server that created the surface. Defaults to false."}},"required":["surfaceId","catalogId"],"additionalProperties":false}},"required":["createSurface","version"],"additionalProperties":false},"UpdateComponentsMessage":{"type":"object","properties":{"version":{"const":"v0.9"},"updateComponents":{"type":"object","description":"Updates a surface with a new set of components. This message can be sent multiple times to update the component tree of an existing surface. One of the components in one of the components lists MUST have an 'id' of 'root' to serve as the root of the component tree. The createSurface message MUST have been previously sent with the 'catalogId' that is in this message.","properties":{"surfaceId":{"type":"string","description":"The unique identifier for the UI surface to be updated."},"components":{"type":"array","description":"A list containing all UI components for the surface.","minItems":1,"items":{"$ref":"catalog.json#/$defs/anyComponent"}}},"required":["surfaceId","components"],"additionalProperties":false}},"required":["updateComponents","version"],"additionalProperties":false},"UpdateDataModelMessage":{"type":"object","properties":{"version":{"const":"v0.9"},"updateDataModel":{"type":"object","description":"Updates the data model for an existing surface. This message can be sent multiple times to update the data model. The createSurface message MUST have been previously sent with the 'catalogId' that is in this message.","properties":{"surfaceId":{"type":"string","description":"The unique identifier for the UI surface this data model update applies to."},"path":{"type":"string","description":"An optional path to a location within the data model (e.g., '/user/name'). If omitted, or set to '/', refers to the entire data model."},"value":{"description":"The data to be updated in the data model. If present, the value at 'path' is replaced (or created). If omitted, the key at 'path' is removed.","additionalProperties":true}},"required":["surfaceId"],"additionalProperties":false}},"required":["updateDataModel","version"],"additionalProperties":false},"DeleteSurfaceMessage":{"type":"object","properties":{"version":{"const":"v0.9"},"deleteSurface":{"type":"object","description":"Signals the client to delete the surface identified by 'surfaceId'. The createSurface message MUST have been previously sent with the 'catalogId' that is in this message.","properties":{"surfaceId":{"type":"string","description":"The unique identifier for the UI surface to be deleted."}},"required":["surfaceId"],"additionalProperties":false}},"required":["deleteSurface","version"],"additionalProperties":false}}}
+
+### Common Types Schema:
+{"$schema":"https://json-schema.org/draft/2020-12/schema","$id":"https://a2ui.org/specification/v0_9/common_types.json","title":"A2UI Common Types","description":"Common type definitions used across A2UI schemas.","$defs":{"ComponentId":{"type":"string","description":"The unique identifier for a component, used for both definitions and references within the same surface."},"AccessibilityAttributes":{"type":"object","description":"Attributes to enhance accessibility when using assistive technologies like screen readers.","properties":{"label":{"$ref":"#/$defs/DynamicString","description":"A short string, typically 1 to 3 words, used by assistive technologies to convey the purpose or intent of an element. For example, an input field might have an accessible label of 'User ID' or a button might be labeled 'Submit'."},"description":{"$ref":"#/$defs/DynamicString","description":"Additional information provided by assistive technologies about an element such as instructions, format requirements, or result of an action. For example, a mute button might have a label of 'Mute' and a description of 'Silences notifications about this conversation'."}}},"ComponentCommon":{"type":"object","properties":{"id":{"$ref":"#/$defs/ComponentId"},"accessibility":{"$ref":"#/$defs/AccessibilityAttributes"}},"required":["id"]},"ChildList":{"oneOf":[{"type":"array","items":{"$ref":"#/$defs/ComponentId"},"description":"A static list of child component IDs."},{"type":"object","description":"A template for generating a dynamic list of children from a data model list. The `componentId` is the component to use as a template.","properties":{"componentId":{"$ref":"#/$defs/ComponentId"},"path":{"type":"string","description":"The path to the list of component property objects in the data model."}},"required":["componentId","path"],"additionalProperties":false}]},"DataBinding":{"type":"object","properties":{"path":{"type":"string","description":"A JSON Pointer path to a value in the data model."}},"required":["path"],"additionalProperties":false},"DynamicValue":{"description":"A value that can be a literal, a path, or a function call returning any type.","oneOf":[{"type":"string"},{"type":"number"},{"type":"boolean"},{"type":"array"},{"$ref":"#/$defs/DataBinding"},{"$ref":"#/$defs/FunctionCall"}]},"DynamicString":{"description":"Represents a string","oneOf":[{"type":"string"},{"$ref":"#/$defs/DataBinding"},{"allOf":[{"$ref":"#/$defs/FunctionCall"},{"properties":{"returnType":{"const":"string"}}}]}]},"FunctionCall":{"type":"object","description":"Invokes a named function on the client.","properties":{"call":{"type":"string","description":"The name of the function to call."},"args":{"type":"object","description":"Arguments passed to the function.","additionalProperties":{"anyOf":[{"$ref":"#/$defs/DynamicValue"},{"type":"object","description":"A literal object argument (e.g. configuration)."}]}},"returnType":{"type":"string","description":"The expected return type of the function call.","enum":["string","number","boolean","array","object","any","void"],"default":"boolean"}},"required":["call"],"oneOf":[{"$ref":"catalog.json#/$defs/anyFunction"}]}}}
+
+### Catalog Schema:
+{"$schema":"https://json-schema.org/draft/2020-12/schema","title":"Thesys C1 OpenUI catalog (A2UI v0.9 custom catalog)","description":"The 73-component Thesys C1 catalog expressed as an A2UI v0.9 custom component catalog.","catalogId":"thesys.dev:c1-openui","components":{"Card":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Styled container. variant: \"card\" (default, elevated) | \"sunk\" (recessed) | \"clear\" (transparent). Always full width. Accepts all Stack flex params (default: di","properties":{"component":{"const":"Card"},"children":{"$ref":"common_types.json#/$defs/ChildList","description":"Defines the children. Children cannot be defined inline, they must be referred to by ID."},"variant":{"type":"string","enum":["card","sunk","clear"]},"direction":{"type":"string","enum":["row","column"]},"gap":{"type":"string","enum":["none","xs","s","m","l","xl","2xl"]},"align":{"type":"string","enum":["start","center","end","stretch","baseline"]},"justify":{"type":"string","enum":["start","center","end","between","around","evenly"]},"wrap":{"type":"boolean"}},"required":["component","children"]}],"unevaluatedProperties":false},"TextContent":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Text block. Supports markdown. Optional size: \"small\" | \"default\" | \"large\" | \"small-heavy\" | \"large-heavy\".","properties":{"component":{"const":"TextContent"},"text":{"type":"string"},"size":{"type":"string","enum":["small","default","large","small-heavy","large-heavy"]}},"required":["component","text"]}],"unevaluatedProperties":false},"MarkDownRenderer":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Renders markdown text with optional container variant","properties":{"component":{"const":"MarkDownRenderer"},"textMarkdown":{"type":"string"},"variant":{"type":"string","enum":["clear","card","sunk"]}},"required":["component","textMarkdown"]}],"unevaluatedProperties":false},"CardHeader":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Header with optional title and subtitle","properties":{"component":{"const":"CardHeader"},"title":{"type":"string"},"subtitle":{"type":"string"}},"required":["component"]}],"unevaluatedProperties":false},"Callout":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Callout banner. Optional visible is a reactive $boolean \u2014 auto-dismisses after 3s by setting $visible to false.","properties":{"component":{"const":"Callout"},"variant":{"type":"string","enum":["info","warning","error","success","neutral"]},"title":{"type":"string"},"description":{"type":"string"}},"required":["component","variant","title","description"]}],"unevaluatedProperties":false},"TextCallout":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Text callout with variant, title, and description","properties":{"component":{"const":"TextCallout"},"variant":{"type":"string","enum":["neutral","info","warning","success","danger"]},"title":{"type":"string"},"description":{"type":"string"}},"required":["component"]}],"unevaluatedProperties":false},"CodeBlock":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Syntax-highlighted code block","properties":{"component":{"const":"CodeBlock"},"language":{"type":"string"},"codeString":{"type":"string"}},"required":["component","language","codeString"]}],"unevaluatedProperties":false},"Image":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Image with alt text and optional URL","properties":{"component":{"const":"Image"},"alt":{"type":"string"},"src":{"type":"string"}},"required":["component","alt"]}],"unevaluatedProperties":false},"ImageBlock":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Image block with loading state","properties":{"component":{"const":"ImageBlock"},"src":{"type":"string"},"alt":{"type":"string"}},"required":["component","src"]}],"unevaluatedProperties":false},"ImageGallery":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Gallery grid of images with modal preview","properties":{"component":{"const":"ImageGallery"},"images":{"type":"array","description":"A data array (literal JSON values)."}},"required":["component","images"]}],"unevaluatedProperties":false},"Separator":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Visual divider between content sections","properties":{"component":{"const":"Separator"},"orientation":{"type":"string","enum":["horizontal","vertical"]},"decorative":{"type":"boolean"}},"required":["component"]}],"unevaluatedProperties":false},"HorizontalBarChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Horizontal bars; prefer when category labels are long or for ranked lists","properties":{"component":{"const":"HorizontalBarChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"series":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."},"variant":{"type":"string","enum":["grouped","stacked"]},"xLabel":{"type":"string"},"yLabel":{"type":"string"}},"required":["component","labels","series"]}],"unevaluatedProperties":false},"Series":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"One data series","properties":{"component":{"const":"Series"},"category":{"type":"string"},"values":{"type":"array","description":"A data array (literal JSON values)."}},"required":["component","category","values"]}],"unevaluatedProperties":false},"RadarChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Spider/web chart; use for comparing multiple variables across one or more entities","properties":{"component":{"const":"RadarChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"series":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."}},"required":["component","labels","series"]}],"unevaluatedProperties":false},"PieChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Circular slices; use plucked arrays: PieChart(data.categories, data.values)","properties":{"component":{"const":"PieChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"values":{"type":"array","description":"A data array (literal JSON values)."},"variant":{"type":"string","enum":["pie","donut"]},"appearance":{"type":"string","enum":["circular","semiCircular"]}},"required":["component","labels","values"]}],"unevaluatedProperties":false},"RadialChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Radial bars; use plucked arrays: RadialChart(data.categories, data.values)","properties":{"component":{"const":"RadialChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"values":{"type":"array","description":"A data array (literal JSON values)."}},"required":["component","labels","values"]}],"unevaluatedProperties":false},"SingleStackedBarChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)","properties":{"component":{"const":"SingleStackedBarChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"values":{"type":"array","description":"A data array (literal JSON values)."}},"required":["component","labels","values"]}],"unevaluatedProperties":false},"ScatterChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"X/Y scatter plot; use for correlations, distributions, and clustering","properties":{"component":{"const":"ScatterChart"},"datasets":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."},"xLabel":{"type":"string"},"yLabel":{"type":"string"}},"required":["component","datasets"]}],"unevaluatedProperties":false},"ScatterSeries":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Named dataset","properties":{"component":{"const":"ScatterSeries"},"name":{"type":"string"},"points":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."}},"required":["component","name","points"]}],"unevaluatedProperties":false},"Point":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Data point with numeric coordinates","properties":{"component":{"const":"Point"},"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["component","x","y"]}],"unevaluatedProperties":false},"AreaChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Filled area under lines; use for cumulative totals or volume trends over time","properties":{"component":{"const":"AreaChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"series":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."},"variant":{"type":"string","enum":["linear","natural","step"]},"xLabel":{"type":"string"},"yLabel":{"type":"string"}},"required":["component","labels","series"]}],"unevaluatedProperties":false},"BarChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Vertical bars; use for comparing values across categories with one or more series","properties":{"component":{"const":"BarChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"series":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."},"variant":{"type":"string","enum":["grouped","stacked"]},"xLabel":{"type":"string"},"yLabel":{"type":"string"}},"required":["component","labels","series"]}],"unevaluatedProperties":false},"LineChart":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Lines over categories; use for trends and continuous data over time","properties":{"component":{"const":"LineChart"},"labels":{"type":"array","description":"A data array (literal JSON values)."},"series":{"type":"array","items":{"$ref":"common_types.json#/$defs/ComponentId"},"description":"A static list of child component IDs."},"variant":{"type":"string","enum":["linear","natural","step"]},"xLabel":{"type":"string"},"yLabel":{"type":"string"}},"required":["component","labels","series"]}],"unevaluatedProperties":false},"Table":{"type":"object","allOf":[{"$ref":"common_types.json#/$defs/ComponentCommon"},{"$ref":"#/$defs/CatalogComponentCommon"},{"type":"object","description":"Data table \u2014 column-oriented. 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IDs."},"rules":{"type":"array","description":"A data array (literal JSON values)."},"value":{"type":"array","description":"A data array (literal JSON 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This is similar to the CSS 'flex-grow' property. Note: this may ONLY be set when the component is a direct descendant of a Row or Column."}}},"theme":{"type":"object","properties":{"primaryColor":{"type":"string","description":"The primary brand color used for highlights (e.g., primary buttons, active borders). Renderers may generate variants of this color for different contexts. Format: Hexadecimal code (e.g., '#00BFFF').","pattern":"^#[0-9a-fA-F]{6}$"},"iconUrl":{"type":"string","format":"uri","description":"A URL for an image that identifies the agent or tool associated with the surface."},"agentDisplayName":{"type":"string","description":"Text to be displayed next to the surface to identify the agent or tool that created it."}},"additionalProperties":true},"anyComponent":{"oneOf":[{"$ref":"#/components/Card"},{"$ref":"#/components/TextContent"},{"$ref":"#/components/MarkDownRenderer"},{"$ref":"#/components/CardHeader"},{"$ref":"#/components/Callout"},{"$ref":"#/components/TextCallout"},{"$ref":"#/components/CodeBlock"},{"$ref":"#/components/Image"},{"$ref":"#/components/ImageBlock"},{"$ref":"#/components/ImageGallery"},{"$ref":"#/components/Separator"},{"$ref":"#/components/HorizontalBarChart"},{"$ref":"#/components/Series"},{"$ref":"#/components/RadarChart"},{"$ref":"#/components/PieChart"},{"$ref":"#/components/RadialChart"},{"$ref":"#/components/SingleStackedBarChart"},{"$ref":"#/components/ScatterChart"},{"$ref":"#/components/ScatterSeries"},{"$ref":"#/components/Point"},{"$ref":"#/components/AreaChart"},{"$ref":"#/components/BarChart"},{"$ref":"#/components/LineChart"},{"$ref":"#/components/Table"},{"$ref":"#/components/Col"},{"$ref":"#/components/TagBlock"},{"$ref":"#/components/Form"},{"$ref":"#/components/Buttons"},{"$ref":"#/components/Button"},{"$ref":"#/components/FormControl"},{"$ref":"#/components/Input"},{"$ref":"#/components/TextArea"},{"$ref":"#/components/Select"},{"$ref":"#/components/SelectItem"},{"$ref":"#/components/DatePicker"},{"$ref":"#/components/Slider"},{"$ref":"#/components/CheckBoxGroup"},{"$ref":"#/components/CheckBoxItem"},{"$ref":"#/components/RadioGroup"},{"$ref":"#/components/RadioItem"},{"$ref":"#/components/Steps"},{"$ref":"#/components/StepsItem"},{"$ref":"#/components/Tabs"},{"$ref":"#/components/TabItem"},{"$ref":"#/components/Carousel"},{"$ref":"#/components/Slice"},{"$ref":"#/components/Label"},{"$ref":"#/components/SwitchGroup"},{"$ref":"#/components/SwitchItem"},{"$ref":"#/components/Accordion"},{"$ref":"#/components/AccordionItem"},{"$ref":"#/components/Tag"},{"$ref":"#/components/FollowUpBlock"},{"$ref":"#/components/FollowUpItem"},{"$ref":"#/components/ListBlock"},{"$ref":"#/components/ListItem"},{"$ref":"#/components/SectionBlock"},{"$ref":"#/components/SectionItem"},{"$ref":"#/components/Alert"},{"$ref":"#/components/Avatar"},{"$ref":"#/components/Badge"},{"$ref":"#/components/Progress"},{"$ref":"#/components/PaginationBlock"},{"$ref":"#/components/CalendarBlock"},{"$ref":"#/components/DialogBlock"},{"$ref":"#/components/DrawerBlock"},{"$ref":"#/components/AlertDialogBlock"},{"$ref":"#/components/Heading"},{"$ref":"#/components/Blockquote"},{"$ref":"#/components/InlineCode"}],"discriminator":{"propertyName":"component"}}}}
+
+---END A2UI JSON SCHEMA---
\ No newline at end of file
diff --git a/benchmarks/openui-bench/protocols/a2ui/validator.mjs b/benchmarks/openui-bench/protocols/a2ui/validator.mjs
new file mode 100644
index 000000000..82e68daa4
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/a2ui/validator.mjs
@@ -0,0 +1,176 @@
+// A2UI evaluation stage 2: the official @a2ui/web_core (v0_9) renderer gate,
+// merged with the row verdict built from score.py's official SDK output.
+import { readFileSync } from "node:fs";
+import { join, dirname } from "node:path";
+import { fileURLToPath, pathToFileURL } from "node:url";
+import { createRequire } from "node:module";
+import { execFileSync } from "node:child_process";
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+
+// @a2ui/web_core composes its schemas with its own bundled zod v3; mixing in
+// another zod instance fails its schema checks, so both come from its install.
+function webCoreBase() {
+  if (process.env.A2UI_WEBCORE_DIR) {
+    return pathToFileURL(join(process.env.A2UI_WEBCORE_DIR, "/"));
+  }
+  try {
+    return new URL("../../", import.meta.resolve("@a2ui/web_core/v0_9"));
+  } catch {
+    return new URL("../../node_modules/@a2ui/web_core/", import.meta.url);
+  }
+}
+
+const WEBCORE = webCoreBase();
+const {
+  Catalog,
+  MessageProcessor,
+  ChildListSchema,
+  ComponentIdSchema,
+  DynamicStringSchema,
+  DynamicNumberSchema,
+  DynamicBooleanSchema,
+} = await import(new URL("src/v0_9/index.js", WEBCORE).href);
+const { z } = createRequire(new URL("package.json", WEBCORE))("zod");
+
+const CATALOG = JSON.parse(
+  readFileSync(process.env.BENCH_CATALOG ?? join(__dirname, "catalog-surface.json"), "utf8"),
+);
+// Fallback for messages that declare no catalogId. Single-sourced from the
+// compiled catalog so the renderer gate cannot drift from the prompt.
+const CATALOG_ID = JSON.parse(
+  readFileSync(process.env.A2UI_CATALOG ?? join(__dirname, "catalog-a2ui.json"), "utf8"),
+).catalogId;
+const PY = process.env.A2UI_PYTHON ?? "python3";
+
+// Scalar props take web_core's Dynamic* schemas: a2ui props are data-bindable
+// by design, so a literal-only schema would reject valid bindings.
+function zodFor(ty) {
+  switch (ty.t) {
+    case "string":
+      return ty.enum ? z.enum(ty.enum) : DynamicStringSchema;
+    case "number":
+      return DynamicNumberSchema;
+    case "boolean":
+      return DynamicBooleanSchema;
+    case "array":
+      return z.array(z.any());
+    case "ref":
+      return ComponentIdSchema;
+    case "refs":
+      return z.array(ComponentIdSchema);
+    default:
+      return z.any();
+  }
+}
+
+const components = Object.entries(CATALOG).map(([name, def]) => {
+  const shape = {
+    weight: z.union([z.number(), z.literal("initial")]).optional(),
+    accessibility: z.any().optional(),
+  };
+  for (const [pn, ty] of def.props) {
+    if (pn === "children") {
+      shape.children = ChildListSchema.optional();
+      continue;
+    }
+    const base = zodFor(ty);
+    shape[pn] = ty.req ? base : base.optional();
+  }
+  return { name, schema: z.object(shape) };
+});
+
+export function evalA2uiRenderer(messages) {
+  const catalogId =
+    messages.find((m) => m?.createSurface?.catalogId)?.createSurface?.catalogId ?? CATALOG_ID;
+  const catalog = new Catalog(catalogId, components);
+  const processor = new MessageProcessor([catalog], undefined, { version: "v0.9" });
+  const out = { applied: 0, rejected: [], surfaces: 0, rootPresent: false, componentCount: 0 };
+
+  // Per-message atomicity is the renderer's own semantic: one invalid component
+  // rejects the whole message. Messages are fed one by one so a rejected
+  // message does not hide later valid ones.
+  for (const msg of messages) {
+    try {
+      processor.processMessages([msg]);
+      out.applied += 1;
+    } catch (e) {
+      out.rejected.push(`${e.constructor?.name ?? "Error"}: ${String(e.message).slice(0, 140)}`);
+    }
+  }
+
+  const list = [...processor.model.surfacesMap.values()];
+  out.surfaces = list.length;
+  for (const s of list) {
+    for (const [id] of s.componentsModel.entries) {
+      out.componentCount += 1;
+      if (id === "root") out.rootPresent = true;
+    }
+  }
+  return out;
+}
+
+export function rowFromScore(s, { reqs = 0 } = {}) {
+  const errs = [];
+  if (!s.parse_ok) errs.push({ cls: "malformed-syntax", detail: (s.errors?.[0] ?? "parse failed").slice(0, 100) });
+  // Full-payload SDK validation exceptions (envelope, topology) are recorded
+  // even when parsing succeeded; consume them so they cannot vanish.
+  if (s.parse_ok) {
+    for (const err of s.errors ?? []) {
+      const msg = String(err);
+      let cls = "malformed-syntax";
+      if (/enum|one of|allowed values|const/i.test(msg)) cls = "enum-mismatch";
+      else if (/required/i.test(msg)) cls = "required-field";
+      errs.push({ cls, detail: msg.slice(0, 100) });
+    }
+  }
+  for (const u of s.unknown_component_types ?? []) errs.push({ cls: "hallucinated-component", detail: String(u).slice(0, 60) });
+  for (const ic of s.invalid_components ?? []) {
+    const msg = String(ic.error ?? "invalid");
+    let cls = "malformed-syntax";
+    if (/enum|one of|allowed values|const/i.test(msg)) cls = "enum-mismatch";
+    else if (/required/i.test(msg)) cls = "required-field";
+    else if (/type/i.test(msg)) cls = "signature-mismatch";
+    errs.push({ cls, detail: `${ic.id ?? "?"}: ${msg.slice(0, 90)}` });
+  }
+  for (const d of s.dangling_refs ?? []) errs.push({ cls: "reference-graph", detail: `dangling:${d}` });
+  for (const o of s.orphaned_ids ?? []) errs.push({ cls: "reference-graph", detail: `orphan:${o}` });
+
+  const rend = evalA2uiRenderer(s.messages ?? []);
+  for (const r of rend.rejected) errs.push({ cls: "renderer-rejected", detail: r.slice(0, 120) });
+  if (!rend.rootPresent) errs.push({ cls: "root-missing", detail: "renderer surface has no root" });
+  if (rend.componentCount < (s.components_total ?? 0) && rend.rejected.length === 0) {
+    errs.push({ cls: "renderer-dropped", detail: `rendered ${rend.componentCount}/${s.components_total}` });
+  }
+  const renderable = Boolean(rend.rootPresent && rend.componentCount > 0);
+  const res = {
+    renderable,
+    complete: renderable && errs.length === 0,
+    errs,
+    classes: [...new Set(errs.map((e) => e.cls))],
+    n: s.components_total ?? 0,
+  };
+  // Coverage floor: a complete screen must define at least as many components
+  // as the brief has requirements.
+  if (res.complete && Number.isFinite(res.n) && res.n < reqs) {
+    res.errs.push({ cls: "coverage-floor", detail: `components ${res.n} < requirements ${reqs}` });
+    res.complete = false;
+    res.classes = [...new Set(res.errs.map((e) => e.cls))];
+  }
+  return res;
+}
+
+// Stage 1: the official python SDK scorer, which owns parsing and healing.
+export function scoreRaw(rawPath) {
+  return JSON.parse(execFileSync(PY, [join(__dirname, "score.py"), rawPath], { encoding: "utf8", maxBuffer: 64 * 1024 * 1024 }));
+}
+
+export function evalA2ui(rawPath, opts) {
+  return rowFromScore(scoreRaw(rawPath), opts);
+}
+
+// CLI: A2UI_PYTHON=<venv python> node validator.mjs <raw.txt> [reqs]
+if (process.argv[1] === fileURLToPath(import.meta.url) && process.argv[2]) {
+  const reqs = Number(process.argv[3]) || 0;
+  console.log(JSON.stringify(evalA2ui(process.argv[2], { reqs }), null, 1));
+}
diff --git a/benchmarks/openui-bench/protocols/jsonrender/catalog.ts b/benchmarks/openui-bench/protocols/jsonrender/catalog.ts
new file mode 100644
index 000000000..bb1826f40
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/jsonrender/catalog.ts
@@ -0,0 +1,689 @@
+// json-render catalog for the benchmark, authored through @json-render/core's
+// defineCatalog API with Zod prop schemas.
+//
+// Ref-typed props hold element ids from /elements. json-render has no ref type,
+// so they are plain strings (or arrays of strings) carrying the marker
+// description below, which is what the derived plain-data form reads back.
+import { createRequire } from "node:module";
+import { fileURLToPath } from "node:url";
+
+// The json-render packages live in the benchmark's root install. Resolve from
+// this file first, and fall back to that install when this file is imported
+// from elsewhere. Every dependency goes through one require function: two Zod
+// module instances would break the library's internal instanceof checks.
+const OFFICIAL_ANCHOR =
+  process.env.BENCH_JR_MODULES ??
+  fileURLToPath(new URL("../../package.json", import.meta.url));
+
+function jsonRenderRequire() {
+  const local = createRequire(import.meta.url);
+  try {
+    local.resolve("@json-render/core");
+    return local;
+  } catch {
+    return createRequire(OFFICIAL_ANCHOR);
+  }
+}
+
+const req = jsonRenderRequire();
+
+// Re-exported so sibling modules share this exact module instance.
+export const core = req("@json-render/core");
+const { schema } = req("@json-render/react/schema");
+const { z } = req("zod");
+
+type ZodProp = {
+  readonly description?: string;
+  readonly def: { type: string; innerType?: ZodProp; entries?: Record<string, string> };
+  readonly options?: string[];
+};
+type ZodProps = ZodProp & { readonly shape: Record<string, ZodProp> };
+
+type AuthoredComponent = {
+  description: string;
+  /** json-render's element-level child slot, not a member of the props object. */
+  children?: ZodProp;
+  props: ZodProps;
+};
+
+export type PropType = { t: string; req?: boolean; enum?: string[] };
+export type ComponentDef = { desc: string; props: [string, PropType][] };
+
+const REF_NOTE = "key of another element in /elements";
+const REFS_NOTE = "keys of other elements in /elements";
+
+const ref = (): ZodProp => z.string().describe(REF_NOTE);
+const refs = (): ZodProp => z.array(z.string()).describe(REFS_NOTE);
+
+const COMPONENTS: Record<string, AuthoredComponent> = {
+  Card: {
+    description:
+      'Styled container. variant: "card" (default, elevated) | "sunk" (recessed) | "clear" (transparent). Always full width. Accepts all Stack flex params (default: di',
+    children: refs(),
+    props: z.object({
+      variant: z.enum(["card", "sunk", "clear"]).optional(),
+      direction: z.enum(["row", "column"]).optional(),
+      gap: z.enum(["none", "xs", "s", "m", "l", "xl", "2xl"]).optional(),
+      align: z.enum(["start", "center", "end", "stretch", "baseline"]).optional(),
+      justify: z.enum(["start", "center", "end", "between", "around", "evenly"]).optional(),
+      wrap: z.boolean().optional(),
+    }),
+  },
+  TextContent: {
+    description:
+      'Text block. Supports markdown. Optional size: "small" | "default" | "large" | "small-heavy" | "large-heavy".',
+    props: z.object({
+      text: z.string(),
+      size: z.enum(["small", "default", "large", "small-heavy", "large-heavy"]).optional(),
+    }),
+  },
+  MarkDownRenderer: {
+    description: "Renders markdown text with optional container variant",
+    props: z.object({
+      textMarkdown: z.string(),
+      variant: z.enum(["clear", "card", "sunk"]).optional(),
+    }),
+  },
+  CardHeader: {
+    description: "Header with optional title and subtitle",
+    props: z.object({
+      title: z.string().optional(),
+      subtitle: z.string().optional(),
+    }),
+  },
+  Callout: {
+    description:
+      "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.",
+    props: z.object({
+      variant: z.enum(["info", "warning", "error", "success", "neutral"]),
+      title: z.string(),
+      description: z.string(),
+    }),
+  },
+  TextCallout: {
+    description: "Text callout with variant, title, and description",
+    props: z.object({
+      variant: z.enum(["neutral", "info", "warning", "success", "danger"]).optional(),
+      title: z.string().optional(),
+      description: z.string().optional(),
+    }),
+  },
+  CodeBlock: {
+    description: "Syntax-highlighted code block",
+    props: z.object({
+      language: z.string(),
+      codeString: z.string(),
+    }),
+  },
+  Image: {
+    description: "Image with alt text and optional URL",
+    props: z.object({
+      alt: z.string(),
+      src: z.string().optional(),
+    }),
+  },
+  ImageBlock: {
+    description: "Image block with loading state",
+    props: z.object({
+      src: z.string(),
+      alt: z.string().optional(),
+    }),
+  },
+  ImageGallery: {
+    description: "Gallery grid of images with modal preview",
+    props: z.object({
+      images: z.array(z.any()),
+    }),
+  },
+  Separator: {
+    description: "Visual divider between content sections",
+    props: z.object({
+      orientation: z.enum(["horizontal", "vertical"]).optional(),
+      decorative: z.boolean().optional(),
+    }),
+  },
+  HorizontalBarChart: {
+    description: "Horizontal bars; prefer when category labels are long or for ranked lists",
+    props: z.object({
+      labels: z.array(z.any()),
+      series: refs(),
+      variant: z.enum(["grouped", "stacked"]).optional(),
+      xLabel: z.string().optional(),
+      yLabel: z.string().optional(),
+    }),
+  },
+  Series: {
+    description: "One data series",
+    props: z.object({
+      category: z.string(),
+      values: z.array(z.any()),
+    }),
+  },
+  RadarChart: {
+    description: "Spider/web chart; use for comparing multiple variables across one or more entities",
+    props: z.object({
+      labels: z.array(z.any()),
+      series: refs(),
+    }),
+  },
+  PieChart: {
+    description: "Circular slices; use plucked arrays: PieChart(data.categories, data.values)",
+    props: z.object({
+      labels: z.array(z.any()),
+      values: z.array(z.any()),
+      variant: z.enum(["pie", "donut"]).optional(),
+      appearance: z.enum(["circular", "semiCircular"]).optional(),
+    }),
+  },
+  RadialChart: {
+    description: "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)",
+    props: z.object({
+      labels: z.array(z.any()),
+      values: z.array(z.any()),
+    }),
+  },
+  SingleStackedBarChart: {
+    description:
+      "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)",
+    props: z.object({
+      labels: z.array(z.any()),
+      values: z.array(z.any()),
+    }),
+  },
+  ScatterChart: {
+    description: "X/Y scatter plot; use for correlations, distributions, and clustering",
+    props: z.object({
+      datasets: refs(),
+      xLabel: z.string().optional(),
+      yLabel: z.string().optional(),
+    }),
+  },
+  ScatterSeries: {
+    description: "Named dataset",
+    props: z.object({
+      name: z.string(),
+      points: refs(),
+    }),
+  },
+  Point: {
+    description: "Data point with numeric coordinates",
+    props: z.object({
+      x: z.number(),
+      y: z.number(),
+      z: z.number().optional(),
+    }),
+  },
+  AreaChart: {
+    description: "Filled area under lines; use for cumulative totals or volume trends over time",
+    props: z.object({
+      labels: z.array(z.any()),
+      series: refs(),
+      variant: z.enum(["linear", "natural", "step"]).optional(),
+      xLabel: z.string().optional(),
+      yLabel: z.string().optional(),
+    }),
+  },
+  BarChart: {
+    description: "Vertical bars; use for comparing values across categories with one or more series",
+    props: z.object({
+      labels: z.array(z.any()),
+      series: refs(),
+      variant: z.enum(["grouped", "stacked"]).optional(),
+      xLabel: z.string().optional(),
+      yLabel: z.string().optional(),
+    }),
+  },
+  LineChart: {
+    description: "Lines over categories; use for trends and continuous data over time",
+    props: z.object({
+      labels: z.array(z.any()),
+      series: refs(),
+      variant: z.enum(["linear", "natural", "step"]).optional(),
+      xLabel: z.string().optional(),
+      yLabel: z.string().optional(),
+    }),
+  },
+  Table: {
+    description: "Data table — column-oriented. Each Col holds its own data array.",
+    props: z.object({
+      columns: refs(),
+    }),
+  },
+  Col: {
+    description: "Column definition — holds label + data array",
+    props: z.object({
+      label: z.string(),
+      data: z.array(z.any()),
+      type: z.enum(["string", "number", "action"]).optional(),
+    }),
+  },
+  TagBlock: {
+    description: "tags is an array of strings",
+    props: z.object({
+      tags: z.array(z.any()),
+    }),
+  },
+  Form: {
+    description: "Form container with fields and explicit action buttons",
+    props: z.object({
+      name: z.string(),
+      buttons: ref(),
+      fields: refs(),
+    }),
+  },
+  Buttons: {
+    description: 'Group of Button components. direction: "row" (default) | "column".',
+    props: z.object({
+      buttons: refs(),
+      direction: z.enum(["row", "column"]).optional(),
+    }),
+  },
+  Button: {
+    description: "Clickable button",
+    props: z.object({
+      label: z.string(),
+      action: z.array(z.any()).optional(),
+      variant: z.enum(["primary", "secondary", "tertiary"]).optional(),
+      type: z.enum(["normal", "destructive"]).optional(),
+      size: z.enum(["extra-small", "small", "medium", "large"]).optional(),
+    }),
+  },
+  FormControl: {
+    description: "Field with label, input component, and optional hint text",
+    props: z.object({
+      label: z.string(),
+      input: ref(),
+      hint: z.string().optional(),
+    }),
+  },
+  Input: {
+    description: "Input",
+    props: z.object({
+      name: z.string(),
+      placeholder: z.string().optional(),
+      type: z.enum(["text", "email", "password", "number", "url"]).optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.string().optional(),
+    }),
+  },
+  TextArea: {
+    description: "TextArea",
+    props: z.object({
+      name: z.string(),
+      placeholder: z.string().optional(),
+      rows: z.number().optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.string().optional(),
+    }),
+  },
+  Select: {
+    description: "Select",
+    props: z.object({
+      name: z.string(),
+      items: refs(),
+      placeholder: z.string().optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.string().optional(),
+      size: z.enum(["small", "medium", "large"]).optional(),
+    }),
+  },
+  SelectItem: {
+    description: "Option for Select",
+    props: z.object({
+      value: z.string(),
+      label: z.string(),
+    }),
+  },
+  DatePicker: {
+    description: "DatePicker",
+    props: z.object({
+      name: z.string(),
+      mode: z.enum(["single", "range"]).optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.array(z.any()).optional(),
+    }),
+  },
+  Slider: {
+    description: "Numeric slider input; supports continuous and discrete (stepped) variants",
+    props: z.object({
+      name: z.string(),
+      variant: z.enum(["continuous", "discrete"]),
+      min: z.number(),
+      max: z.number(),
+      step: z.number().optional(),
+      defaultValue: z.array(z.any()).optional(),
+      label: z.string().optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.array(z.any()).optional(),
+    }),
+  },
+  CheckBoxGroup: {
+    description: "CheckBoxGroup",
+    props: z.object({
+      name: z.string(),
+      items: refs(),
+      rules: z.array(z.any()).optional(),
+      value: z.array(z.any()).optional(),
+    }),
+  },
+  CheckBoxItem: {
+    description: "CheckBoxItem",
+    props: z.object({
+      label: z.string(),
+      description: z.string(),
+      name: z.string(),
+      defaultChecked: z.boolean().optional(),
+    }),
+  },
+  RadioGroup: {
+    description: "RadioGroup",
+    props: z.object({
+      name: z.string(),
+      items: refs(),
+      defaultValue: z.string().optional(),
+      rules: z.array(z.any()).optional(),
+      value: z.string().optional(),
+    }),
+  },
+  RadioItem: {
+    description: "RadioItem",
+    props: z.object({
+      label: z.string(),
+      description: z.string(),
+      value: z.string(),
+    }),
+  },
+  Steps: {
+    description: "Step-by-step guide",
+    props: z.object({
+      items: refs(),
+    }),
+  },
+  StepsItem: {
+    description: "title and details text for one step",
+    props: z.object({
+      title: z.string(),
+      details: z.string(),
+    }),
+  },
+  Tabs: {
+    description: "Tabbed container",
+    props: z.object({
+      items: refs(),
+    }),
+  },
+  TabItem: {
+    description: "value is unique id, trigger is tab label, content is array of components",
+    props: z.object({
+      value: z.string(),
+      trigger: z.string(),
+      content: refs(),
+    }),
+  },
+  Carousel: {
+    description: "Horizontal scrollable carousel",
+    children: z.array(z.any()),
+    props: z.object({
+      variant: z.enum(["card", "sunk"]).optional(),
+    }),
+  },
+  Slice: {
+    description: "One slice with label and numeric value",
+    props: z.object({
+      category: z.string(),
+      value: z.number(),
+    }),
+  },
+  Label: {
+    description: "Text label",
+    props: z.object({
+      text: z.string(),
+    }),
+  },
+  SwitchGroup: {
+    description: "Group of switch toggles",
+    props: z.object({
+      name: z.string(),
+      items: refs(),
+      variant: z.enum(["clear", "card", "sunk"]).optional(),
+      value: z.array(z.any()).optional(),
+    }),
+  },
+  SwitchItem: {
+    description: "Individual switch toggle",
+    props: z.object({
+      label: z.string().optional(),
+      description: z.string().optional(),
+      name: z.string(),
+      defaultChecked: z.boolean().optional(),
+    }),
+  },
+  Accordion: {
+    description: "Collapsible sections",
+    props: z.object({
+      items: refs(),
+    }),
+  },
+  AccordionItem: {
+    description: "value is unique id, trigger is section title",
+    props: z.object({
+      value: z.string(),
+      trigger: z.string(),
+      content: refs(),
+    }),
+  },
+  Tag: {
+    description: "Styled tag/badge with optional icon and variant",
+    props: z.object({
+      text: z.string(),
+      icon: z.string().optional(),
+      size: z.enum(["sm", "md", "lg"]).optional(),
+      variant: z.enum(["neutral", "info", "success", "warning", "danger"]).optional(),
+    }),
+  },
+  FollowUpBlock: {
+    description: "List of clickable follow-up suggestions placed at the end of a response",
+    props: z.object({
+      items: refs(),
+    }),
+  },
+  FollowUpItem: {
+    description: "Clickable follow-up suggestion; when clicked, sends text as user message",
+    props: z.object({
+      text: z.string(),
+    }),
+  },
+  ListBlock: {
+    description: "A list of items with number or image indicators",
+    props: z.object({
+      items: refs(),
+      variant: z.enum(["number", "image"]).optional(),
+    }),
+  },
+  ListItem: {
+    description: "List row with a title, optional subtitle and image",
+    props: z.object({
+      title: z.string(),
+      subtitle: z.string().optional(),
+      image: z.array(z.any()).optional(),
+      actionLabel: z.string().optional(),
+    }),
+  },
+  SectionBlock: {
+    description: "Collapsible accordion sections; use SectionItem for each section",
+    props: z.object({
+      sections: refs(),
+      isFoldable: z.boolean().optional(),
+    }),
+  },
+  SectionItem: {
+    description: "Section with a label and collapsible content, used inside SectionBlock",
+    props: z.object({
+      value: z.string(),
+      trigger: z.string(),
+      content: refs(),
+    }),
+  },
+  Alert: {
+    description: "Alert banner with icon, title, and description",
+    props: z.object({
+      title: z.string(),
+      description: z.string(),
+      variant: z.enum(["default", "destructive", "info", "success", "warning"]).optional(),
+    }),
+  },
+  Avatar: {
+    description: "Avatar image with a text fallback",
+    props: z.object({
+      src: z.string().optional(),
+      alt: z.string().optional(),
+      fallback: z.string(),
+    }),
+  },
+  Badge: {
+    description: "Small status or category badge",
+    props: z.object({
+      text: z.string(),
+      variant: z.enum(["default", "secondary", "destructive", "outline", "ghost", "link"]).optional(),
+    }),
+  },
+  Progress: {
+    description: "Progress bar with an optional label",
+    props: z.object({
+      value: z.number(),
+      label: z.string().optional(),
+    }),
+  },
+  PaginationBlock: {
+    description: "Page navigation for long result sets",
+    props: z.object({
+      currentPage: z.number(),
+      totalPages: z.number(),
+    }),
+  },
+  CalendarBlock: {
+    description: "Inline calendar",
+    props: z.object({
+      mode: z.enum(["single", "multiple", "range"]).optional(),
+      defaultMonth: z.string().optional(),
+      numberOfMonths: z.number().optional(),
+      captionLayout: z.enum(["label", "dropdown"]).optional(),
+    }),
+  },
+  DialogBlock: {
+    description: "Button that opens a modal dialog with content",
+    props: z.object({
+      triggerLabel: z.string(),
+      title: z.string(),
+      description: z.string().optional(),
+      content: refs().optional(),
+      triggerVariant: z.enum(["default", "destructive", "outline", "secondary", "ghost", "link"]).optional(),
+    }),
+  },
+  DrawerBlock: {
+    description: "Button that opens a slide-out drawer with content",
+    props: z.object({
+      triggerLabel: z.string(),
+      title: z.string(),
+      description: z.string().optional(),
+      content: refs().optional(),
+    }),
+  },
+  AlertDialogBlock: {
+    description: "Button that opens a confirm/cancel dialog",
+    props: z.object({
+      triggerLabel: z.string(),
+      title: z.string(),
+      description: z.string(),
+      confirmLabel: z.string().optional(),
+      cancelLabel: z.string().optional(),
+      triggerVariant: z.enum(["default", "destructive", "outline", "secondary", "ghost", "link"]).optional(),
+    }),
+  },
+  Heading: {
+    description: "Standalone heading",
+    props: z.object({
+      text: z.string(),
+      level: z.enum(["h1", "h2", "h3", "h4"]).optional(),
+    }),
+  },
+  Blockquote: {
+    description: "Quoted text with an optional citation",
+    props: z.object({
+      text: z.string(),
+      cite: z.string().optional(),
+    }),
+  },
+  InlineCode: {
+    description: "Inline code span",
+    props: z.object({
+      code: z.string(),
+    }),
+  },
+};
+
+// Plain-data view of a single authored prop. Key order is t, enum, req.
+function propType(node: ZodProp): PropType {
+  let inner = node;
+  let req = true;
+  if (inner.def.type === "optional") {
+    req = false;
+    inner = inner.def.innerType as ZodProp;
+  }
+  let t: string;
+  let values: string[] | undefined;
+  if (inner.description === REF_NOTE) {
+    t = "ref";
+  } else if (inner.description === REFS_NOTE) {
+    t = "refs";
+  } else {
+    switch (inner.def.type) {
+      case "enum":
+        t = "string";
+        values = [...(inner.options ?? Object.values(inner.def.entries ?? {}))];
+        break;
+      case "string":
+      case "number":
+      case "boolean":
+      case "array":
+        t = inner.def.type;
+        break;
+      default:
+        throw new Error(`unsupported prop schema: ${inner.def.type}`);
+    }
+  }
+  const out: PropType = { t };
+  if (values) out.enum = values;
+  if (req) out.req = true;
+  return out;
+}
+
+/** Derived plain-data catalog, for tooling that diffs catalogs across protocols. */
+export const CATALOG: Record<string, ComponentDef> = {};
+/** Ref-typed prop names per component, excluding children. Used by the graph walk. */
+export const REF_PROP_NAMES = new Map<string, Set<string>>();
+
+const components: Record<string, { description: string; props: ZodProps }> = {};
+
+for (const [name, def] of Object.entries(COMPONENTS)) {
+  // children is listed first because the ground-truth catalog lists it first.
+  const props: [string, PropType][] = [];
+  if (def.children) props.push(["children", propType(def.children)]);
+  for (const [pn, node] of Object.entries(def.props.shape)) props.push([pn, propType(node)]);
+  CATALOG[name] = { desc: def.description, props };
+
+  const refProps = props
+    .filter(([pn, ty]) => pn !== "children" && (ty.t === "ref" || ty.t === "refs"))
+    .map(([pn]) => pn);
+  if (refProps.length) REF_PROP_NAMES.set(name, new Set(refProps));
+
+  // catalog.prompt() prints component descriptions but drops prop-level Zod
+  // descriptions, so the element-id rule for ref props has to ride along here.
+  let description = def.description || name;
+  if (refProps.length) {
+    description += ` (${refProps.join(", ")}: element key(s) of other /elements entries, not literal text)`;
+  }
+  components[name] = { description, props: def.props };
+}
+
+export const catalog = core.defineCatalog(schema, { components, actions: {} });
diff --git a/benchmarks/openui-bench/protocols/jsonrender/prompt.ts b/benchmarks/openui-bench/protocols/jsonrender/prompt.ts
new file mode 100644
index 000000000..031e5ceaf
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/jsonrender/prompt.ts
@@ -0,0 +1,27 @@
+// Prompts for the json-render protocol: catalog.prompt() and buildUserPrompt()
+// from @json-render/core, with guidance passed through its customRules option.
+import { REF_PROP_NAMES, catalog, core } from "./catalog.ts";
+
+const { buildUserPrompt } = core;
+
+// catalog.prompt() drops prop-level Zod descriptions, so without these rules the
+// model cannot know that ref-typed props take element ids.
+const REF_PROP_LIST = [...new Set([...REF_PROP_NAMES.values()].flatMap((s) => [...s]))].join(", ");
+
+const CUSTOM_RULES = [
+  `Component-valued props (children, ${REF_PROP_LIST}) contain element-id strings (or arrays of them) referring to entries in /elements. Define each referenced component as its own element.`,
+  "Enum-typed fields accept ONLY the listed values, exactly as written.",
+  "Every required field must be present, every referenced id must exist, and every element must be reachable from the root.",
+];
+
+export function systemPrompt(): string {
+  // BENCH_JR_EXTRA_RULE: one additional rule appended through the same official
+  // customRules option, disclosed per run label.
+  return catalog.prompt({
+    customRules: process.env.BENCH_JR_EXTRA_RULE ? [...CUSTOM_RULES, process.env.BENCH_JR_EXTRA_RULE] : CUSTOM_RULES,
+  });
+}
+
+export function userPrompt(brief: string): string {
+  return buildUserPrompt({ prompt: brief });
+}
diff --git a/benchmarks/openui-bench/protocols/jsonrender/validator.ts b/benchmarks/openui-bench/protocols/jsonrender/validator.ts
new file mode 100644
index 000000000..6de58a28f
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/jsonrender/validator.ts
@@ -0,0 +1,205 @@
+// Verdict for one json-render generation: their stream compiler replays the
+// patches, then validateSpec (runtime gate) and catalog.validate (Zod catalog
+// gate), plus the shared semantic layer every protocol in this harness runs.
+//
+// Two disclosed leniencies, both because the shipped runtime renders what the
+// strict Zod gate rejects: fenced output is accepted, and children/visible are
+// defaulted before the strict gate.
+import { CATALOG, REF_PROP_NAMES, catalog, core } from "./catalog.ts";
+
+const { createSpecStreamCompiler, validateSpec } = core;
+
+export type EvalError = { cls: string; detail: string };
+export type EvalResult = { renderable: boolean; complete: boolean; n?: number; errs: EvalError[] };
+
+function extractJsonl(output: string): string[] {
+  let text = output.trim();
+  const fence = text.match(/```(?:jsonl?|json5)?\s*\n([\s\S]*?)```/);
+  if (fence) text = fence[1];
+  return text
+    .split("\n")
+    .map((l) => l.trim())
+    .filter((l) => l.startsWith("{") && l.endsWith("}"));
+}
+
+export function evaluate(text: string, opts: { reqs?: number } = {}): EvalResult {
+  const errs: EvalError[] = [];
+  const out: EvalResult = { renderable: false, complete: false, errs };
+  const done = (): EvalResult => {
+    out.complete = out.renderable && errs.length === 0;
+    // Coverage floor: a complete screen must define at least as many components
+    // as the brief has requirements.
+    const reqs = opts.reqs ?? 0;
+    if (out.complete && Number.isFinite(out.n) && (out.n as number) < reqs) {
+      errs.push({ cls: "coverage-floor", detail: `components ${out.n} < requirements ${reqs}` });
+      out.complete = false;
+    }
+    return out;
+  };
+
+  const lines = extractJsonl(text);
+  if (lines.length === 0) {
+    errs.push({ cls: "malformed-syntax", detail: "no JSON patch lines" });
+    return done();
+  }
+
+  const compiler = createSpecStreamCompiler();
+  let applied = 0;
+  for (const line of lines) {
+    try {
+      compiler.push(`${line}\n`);
+      applied += 1;
+    } catch (err: any) {
+      errs.push({ cls: "malformed-syntax", detail: `patch ${applied + 1}: ${err.message.slice(0, 80)}` });
+      break; // their compiler threw: the stream is broken from here on
+    }
+  }
+
+  const spec = compiler.getResult();
+  if (!spec?.root) {
+    errs.push({ cls: "root-missing", detail: "spec has no /root" });
+    return done();
+  }
+  if (!spec.elements || Object.keys(spec.elements).length === 0) {
+    errs.push({ cls: "root-missing", detail: "spec has no elements" });
+    return done();
+  }
+  if (!spec.elements[spec.root]) {
+    errs.push({ cls: "reference-graph", detail: `dangling:root:${spec.root}` });
+    return done();
+  }
+  // The shipped React renderer draws null for a root whose type has no
+  // registered component, so an unknown root type is a blank screen.
+  if (!CATALOG[spec.elements[spec.root]?.type]) {
+    errs.push({ cls: "root-missing", detail: `root type unregistered: ${spec.elements[spec.root]?.type}` });
+    return done();
+  }
+  out.renderable = true;
+  out.n = Object.keys(spec.elements).length;
+
+  // Dangling children silently drop subtrees at render time.
+  for (const [id, el] of Object.entries<any>(spec.elements)) {
+    if (!Array.isArray(el?.children)) continue;
+    for (const child of el.children) {
+      if (typeof child === "string" && !spec.elements[child]) {
+        errs.push({ cls: "reference-graph", detail: `dangling:${id}>${child}` });
+      }
+    }
+  }
+
+  // Reachability from root over children and ref-typed props: unreachable
+  // elements never render, dangling refs break the component that holds them.
+  const reached = new Set<string>();
+  const queue: string[] = [spec.root];
+  while (queue.length) {
+    const id = queue.pop() as string;
+    if (reached.has(id)) continue;
+    reached.add(id);
+    const el = spec.elements[id];
+    if (!el) continue;
+    for (const child of Array.isArray(el.children) ? el.children : []) {
+      if (typeof child === "string") queue.push(child);
+    }
+    const refProps = REF_PROP_NAMES.get(el.type);
+    if (refProps && el.props) {
+      for (const pn of refProps) {
+        const v = el.props[pn];
+        for (const x of typeof v === "string" ? [v] : Array.isArray(v) ? v : []) {
+          if (typeof x !== "string") continue;
+          if (!spec.elements[x]) errs.push({ cls: "reference-graph", detail: `dangling:${id}.${pn}>${x}` });
+          else queue.push(x);
+        }
+      }
+    }
+  }
+  for (const id of Object.keys(spec.elements)) {
+    if (!reached.has(id)) errs.push({ cls: "reference-graph", detail: `orphan:${id}` });
+  }
+
+  // Shared semantic completeness layer, identical rules for every protocol,
+  // applied to the officially compiled spec. Needed because @json-render/core's
+  // strict gate validates props as an untyped record when the catalog has more
+  // than one component (buildZodType "propsOf" falls back to
+  // z.record(z.unknown())), so enum and required-prop violations pass silently.
+  for (const [id, el] of Object.entries<any>(spec.elements)) {
+    if (!el || typeof el !== "object") {
+      // A patch left a hole in the element map (for example an add into a child
+      // path of a never-created element). The screen is missing that node:
+      // score it, do not crash.
+      errs.push({ cls: "reference-graph", detail: `undefined-element:${id}` });
+      continue;
+    }
+    const def = CATALOG[el.type];
+    if (!def) continue; // unknown type already flagged by catalog.validate
+    const props = el.props ?? {};
+    // json-render's native child slot is the top-level `children` array, and its
+    // renderer draws it regardless of the catalog's slot name. When a component's
+    // only ref-typed prop is absent but the element supplies `children`, credit
+    // children as that slot.
+    const refProps = def.props.filter(([pn, ty]) => (ty.t === "ref" || ty.t === "refs") && pn !== "children");
+    const childAlias =
+      refProps.length === 1 && props[refProps[0][0]] === undefined && Array.isArray(el.children)
+        ? refProps[0][0]
+        : null;
+    for (const [pn, ty] of def.props) {
+      if (pn === "children") continue;
+      const v = pn === childAlias ? el.children : props[pn];
+      if (ty.req && (v === undefined || v === null)) {
+        errs.push({ cls: "required-field", detail: `${el.type}.${pn} missing (${id})` });
+      } else if (ty.enum && typeof v === "string" && !ty.enum.includes(v)) {
+        // Objects are json-render dynamic expressions ($state/$cond); their
+        // runtime resolves those, so only literal strings are checked.
+        errs.push({ cls: "enum-mismatch", detail: `${el.type}.${pn}=${JSON.stringify(v).slice(0, 40)}` });
+      }
+    }
+  }
+
+  // Leniency for the strict-vs-runtime validator divergence: their runtime
+  // (validateSpec plus renderer) accepts childless leaves and missing `visible`,
+  // only the strict Zod gate insists on them. Default both so this measures what
+  // would render, not what the type definition insists on.
+  for (const el of Object.values<any>(spec.elements)) {
+    if (!el || typeof el !== "object") continue;
+    if (el.children === undefined) el.children = [];
+    if (el.visible === undefined) el.visible = true;
+  }
+
+  // validateSpec itself throws on specs with holes in the element map (their
+  // walker reads .children of undefined). Their renderer would crash the same
+  // way, so a throw is scored as malformed rather than crashing the harness.
+  let runtime: any;
+  try {
+    runtime = validateSpec(spec);
+  } catch (e: any) {
+    errs.push({ cls: "malformed-syntax", detail: `validateSpec threw: ${String(e.message).slice(0, 60)}` });
+    runtime = { valid: false, issues: [] };
+  }
+  if (!runtime.valid) {
+    for (const issue of (runtime.issues ?? []).slice(0, 12)) {
+      const msg = issue.message ?? "invalid";
+      const cls = /references child|does not exist in the elements/.test(msg) ? "reference-graph" : "malformed-syntax";
+      if (cls === "reference-graph") continue; // already recorded by the dangling-children walk
+      errs.push({ cls, detail: `validateSpec ${issue.path ?? ""}: ${msg.slice(0, 80)}` });
+    }
+  }
+
+  const result = catalog.validate(spec);
+  if (!result.success) {
+    for (const issue of (result.error?.issues ?? []).slice(0, 20)) {
+      const path = (issue.path ?? []).join("/");
+      let cls = "malformed-syntax";
+      if (issue.code === "invalid_enum_value" || issue.code === "invalid_value") {
+        cls = path.endsWith("/type") || path.endsWith("type") ? "hallucinated-component" : "enum-mismatch";
+      } else if (issue.code === "invalid_type" && issue.received === "undefined") {
+        cls = "required-field";
+      } else if (issue.code === "invalid_type") {
+        cls = "signature-mismatch";
+      } else if (issue.code === "unrecognized_keys") {
+        cls = "signature-mismatch";
+      }
+      errs.push({ cls, detail: `${path}: ${(issue.message ?? issue.code).slice(0, 80)}` });
+    }
+  }
+
+  return done();
+}
diff --git a/benchmarks/openui-bench/protocols/openui/catalog.ts b/benchmarks/openui-bench/protocols/openui/catalog.ts
new file mode 100644
index 000000000..61ae33f5b
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/openui/catalog.ts
@@ -0,0 +1,1193 @@
+import { createRequire } from "node:module";
+import { dirname, join } from "node:path";
+import { fileURLToPath } from "node:url";
+
+const require = createRequire(import.meta.url);
+const HERE = dirname(fileURLToPath(import.meta.url));
+
+// This directory carries no node_modules; resolve zod through a workspace package that owns it.
+const { z } = require(require.resolve("zod/v4", { paths: [join(HERE, "../../../../packages/lang-core")] }));
+
+export type PropSpec = {
+  t: string;
+  req?: boolean;
+  enum?: string[];
+  allowed?: string[];
+};
+
+export type CatalogEntry = { desc: string; props: [string, PropSpec][] };
+
+export type ComponentGroup = { name: string; components: string[]; notes: string[] };
+
+// ── defineComponent ──
+
+// `ref` is an opaque marker, not a validating schema: nothing here parses model
+// output through zod, so a ref only has to carry its component name into unions.
+// `component` defaults to a null renderer because the benchmark never renders.
+function defineComponent(def: {
+  name: string;
+  props: any;
+  description: string;
+  component?: () => null;
+}) {
+  return {
+    name: def.name,
+    props: def.props,
+    description: def.description,
+    component: def.component ?? (() => null),
+    ref: z.unknown().meta({ componentRef: def.name }),
+  };
+}
+
+// ── Shared value shapes ──
+
+const strings = () => z.array(z.string());
+const numbers = () => z.array(z.number());
+const cells = () => z.array(z.union([z.string(), z.number()]));
+
+const FieldRules = z.object({
+  required: z.boolean().optional(),
+  email: z.boolean().optional(),
+  url: z.boolean().optional(),
+  numeric: z.boolean().optional(),
+  min: z.number().optional(),
+  max: z.number().optional(),
+  minLength: z.number().optional(),
+  maxLength: z.number().optional(),
+  pattern: z.string().optional(),
+});
+
+// Action steps and $binding types are stripped from this catalog: a button action
+// is an opaque step list, and group values are opaque name/state maps.
+const ActionSteps = () => z.array(z.unknown());
+const CheckedMap = () => z.record(z.string(), z.boolean());
+
+// ── Content ──
+
+const TextContent = defineComponent({
+  name: "TextContent",
+  props: z.object({
+    text: z.string(),
+    size: z.enum(["small", "default", "large", "small-heavy", "large-heavy"]).optional(),
+  }),
+  description:
+    'Text block. Supports markdown. Optional size: "small" | "default" | "large" | "small-heavy" | "large-heavy".',
+});
+
+const MarkDownRenderer = defineComponent({
+  name: "MarkDownRenderer",
+  props: z.object({
+    textMarkdown: z.string(),
+    variant: z.enum(["clear", "card", "sunk"]).optional(),
+  }),
+  description: "Renders markdown text with optional container variant",
+});
+
+const CardHeader = defineComponent({
+  name: "CardHeader",
+  props: z.object({
+    title: z.string().optional(),
+    subtitle: z.string().optional(),
+  }),
+  description: "Header with optional title and subtitle",
+});
+
+const Callout = defineComponent({
+  name: "Callout",
+  props: z.object({
+    variant: z.enum(["info", "warning", "error", "success", "neutral"]),
+    title: z.string(),
+    description: z.string(),
+  }),
+  description:
+    "Callout banner. Optional visible is a reactive $boolean — auto-dismisses after 3s by setting $visible to false.",
+});
+
+const TextCallout = defineComponent({
+  name: "TextCallout",
+  props: z.object({
+    variant: z.enum(["neutral", "info", "warning", "success", "danger"]).optional(),
+    title: z.string().optional(),
+    description: z.string().optional(),
+  }),
+  description: "Text callout with variant, title, and description",
+});
+
+const CodeBlock = defineComponent({
+  name: "CodeBlock",
+  props: z.object({
+    language: z.string(),
+    codeString: z.string(),
+  }),
+  description: "Syntax-highlighted code block",
+});
+
+const Image = defineComponent({
+  name: "Image",
+  props: z.object({
+    alt: z.string(),
+    src: z.string().optional(),
+  }),
+  description: "Image with alt text and optional URL",
+});
+
+const ImageBlock = defineComponent({
+  name: "ImageBlock",
+  props: z.object({
+    src: z.string(),
+    alt: z.string().optional(),
+  }),
+  description: "Image block with loading state",
+});
+
+const ImageGallery = defineComponent({
+  name: "ImageGallery",
+  props: z.object({
+    images: z.array(
+      z.object({
+        src: z.string(),
+        alt: z.string().optional(),
+        details: z.string().optional(),
+      }),
+    ),
+  }),
+  description: "Gallery grid of images with modal preview",
+});
+
+const Separator = defineComponent({
+  name: "Separator",
+  props: z.object({
+    orientation: z.enum(["horizontal", "vertical"]).optional(),
+    decorative: z.boolean().optional(),
+  }),
+  description: "Visual divider between content sections",
+});
+
+const Heading = defineComponent({
+  name: "Heading",
+  props: z.object({
+    text: z.string(),
+    level: z.enum(["h1", "h2", "h3", "h4"]).optional(),
+  }),
+  description: "Standalone heading",
+});
+
+const Blockquote = defineComponent({
+  name: "Blockquote",
+  props: z.object({
+    text: z.string(),
+    cite: z.string().optional(),
+  }),
+  description: "Quoted text with an optional citation",
+});
+
+const InlineCode = defineComponent({
+  name: "InlineCode",
+  props: z.object({
+    code: z.string(),
+  }),
+  description: "Inline code span",
+});
+
+// ── Status and labels ──
+
+const Alert = defineComponent({
+  name: "Alert",
+  props: z.object({
+    title: z.string(),
+    description: z.string(),
+    variant: z.enum(["default", "destructive", "info", "success", "warning"]).optional(),
+  }),
+  description: "Alert banner with icon, title, and description",
+});
+
+const Avatar = defineComponent({
+  name: "Avatar",
+  props: z.object({
+    src: z.string().optional(),
+    alt: z.string().optional(),
+    fallback: z.string(),
+  }),
+  description: "Avatar image with a text fallback",
+});
+
+const Badge = defineComponent({
+  name: "Badge",
+  props: z.object({
+    text: z.string(),
+    variant: z
+      .enum(["default", "secondary", "destructive", "outline", "ghost", "link"])
+      .optional(),
+  }),
+  description: "Small status or category badge",
+});
+
+const Progress = defineComponent({
+  name: "Progress",
+  props: z.object({
+    value: z.number(),
+    label: z.string().optional(),
+  }),
+  description: "Progress bar with an optional label",
+});
+
+const Tag = defineComponent({
+  name: "Tag",
+  props: z.object({
+    text: z.string(),
+    icon: z.string().optional(),
+    size: z.enum(["sm", "md", "lg"]).optional(),
+    variant: z.enum(["neutral", "info", "success", "warning", "danger"]).optional(),
+  }),
+  description: "Styled tag/badge with optional icon and variant",
+});
+
+const TagBlock = defineComponent({
+  name: "TagBlock",
+  props: z.object({
+    tags: strings(),
+  }),
+  description: "tags is an array of strings",
+});
+
+// ── Charts ──
+
+const Series = defineComponent({
+  name: "Series",
+  props: z.object({
+    category: z.string(),
+    values: numbers(),
+  }),
+  description: "One data series",
+});
+
+const Slice = defineComponent({
+  name: "Slice",
+  props: z.object({
+    category: z.string(),
+    value: z.number(),
+  }),
+  description: "One slice with label and numeric value",
+});
+
+const Point = defineComponent({
+  name: "Point",
+  props: z.object({
+    x: z.number(),
+    y: z.number(),
+    z: z.number().optional(),
+  }),
+  description: "Data point with numeric coordinates",
+});
+
+const ScatterSeries = defineComponent({
+  name: "ScatterSeries",
+  props: z.object({
+    name: z.string(),
+    points: z.array(Point.ref),
+  }),
+  description: "Named dataset",
+});
+
+const HorizontalBarChart = defineComponent({
+  name: "HorizontalBarChart",
+  props: z.object({
+    labels: strings(),
+    series: z.array(Series.ref),
+    variant: z.enum(["grouped", "stacked"]).optional(),
+    xLabel: z.string().optional(),
+    yLabel: z.string().optional(),
+  }),
+  description: "Horizontal bars; prefer when category labels are long or for ranked lists",
+});
+
+const RadarChart = defineComponent({
+  name: "RadarChart",
+  props: z.object({
+    labels: strings(),
+    series: z.array(Series.ref),
+  }),
+  description:
+    "Spider/web chart; use for comparing multiple variables across one or more entities",
+});
+
+const PieChart = defineComponent({
+  name: "PieChart",
+  props: z.object({
+    labels: strings(),
+    values: numbers(),
+    variant: z.enum(["pie", "donut"]).optional(),
+    appearance: z.enum(["circular", "semiCircular"]).optional(),
+  }),
+  description: "Circular slices; use plucked arrays: PieChart(data.categories, data.values)",
+});
+
+const RadialChart = defineComponent({
+  name: "RadialChart",
+  props: z.object({
+    labels: strings(),
+    values: numbers(),
+  }),
+  description: "Radial bars; use plucked arrays: RadialChart(data.categories, data.values)",
+});
+
+const SingleStackedBarChart = defineComponent({
+  name: "SingleStackedBarChart",
+  props: z.object({
+    labels: strings(),
+    values: numbers(),
+  }),
+  description:
+    "Single horizontal stacked bar; use plucked arrays: SingleStackedBarChart(data.categories, data.values)",
+});
+
+const ScatterChart = defineComponent({
+  name: "ScatterChart",
+  props: z.object({
+    datasets: z.array(ScatterSeries.ref),
+    xLabel: z.string().optional(),
+    yLabel: z.string().optional(),
+  }),
+  description: "X/Y scatter plot; use for correlations, distributions, and clustering",
+});
+
+const AreaChart = defineComponent({
+  name: "AreaChart",
+  props: z.object({
+    labels: strings(),
+    series: z.array(Series.ref),
+    variant: z.enum(["linear", "natural", "step"]).optional(),
+    xLabel: z.string().optional(),
+    yLabel: z.string().optional(),
+  }),
+  description: "Filled area under lines; use for cumulative totals or volume trends over time",
+});
+
+const BarChart = defineComponent({
+  name: "BarChart",
+  props: z.object({
+    labels: strings(),
+    series: z.array(Series.ref),
+    variant: z.enum(["grouped", "stacked"]).optional(),
+    xLabel: z.string().optional(),
+    yLabel: z.string().optional(),
+  }),
+  description: "Vertical bars; use for comparing values across categories with one or more series",
+});
+
+const LineChart = defineComponent({
+  name: "LineChart",
+  props: z.object({
+    labels: strings(),
+    series: z.array(Series.ref),
+    variant: z.enum(["linear", "natural", "step"]).optional(),
+    xLabel: z.string().optional(),
+    yLabel: z.string().optional(),
+  }),
+  description: "Lines over categories; use for trends and continuous data over time",
+});
+
+// ── Tables ──
+
+const Col = defineComponent({
+  name: "Col",
+  props: z.object({
+    label: z.string(),
+    data: cells(),
+    type: z.enum(["string", "number", "action"]).optional(),
+  }),
+  description: "Column definition — holds label + data array",
+});
+
+const Table = defineComponent({
+  name: "Table",
+  props: z.object({
+    columns: z.array(Col.ref),
+  }),
+  description: "Data table — column-oriented. Each Col holds its own data array.",
+});
+
+// ── Forms ──
+
+const Label = defineComponent({
+  name: "Label",
+  props: z.object({
+    text: z.string(),
+  }),
+  description: "Text label",
+});
+
+const SelectItem = defineComponent({
+  name: "SelectItem",
+  props: z.object({
+    value: z.string(),
+    label: z.string(),
+  }),
+  description: "Option for Select",
+});
+
+const CheckBoxItem = defineComponent({
+  name: "CheckBoxItem",
+  props: z.object({
+    label: z.string(),
+    description: z.string(),
+    name: z.string(),
+    defaultChecked: z.boolean().optional(),
+  }),
+  description: "CheckBoxItem",
+});
+
+const RadioItem = defineComponent({
+  name: "RadioItem",
+  props: z.object({
+    label: z.string(),
+    description: z.string(),
+    value: z.string(),
+  }),
+  description: "RadioItem",
+});
+
+const SwitchItem = defineComponent({
+  name: "SwitchItem",
+  props: z.object({
+    label: z.string().optional(),
+    description: z.string().optional(),
+    name: z.string(),
+    defaultChecked: z.boolean().optional(),
+  }),
+  description: "Individual switch toggle",
+});
+
+const Input = defineComponent({
+  name: "Input",
+  props: z.object({
+    name: z.string(),
+    placeholder: z.string().optional(),
+    type: z.enum(["text", "email", "password", "number", "url"]).optional(),
+    rules: FieldRules.optional(),
+    value: z.string().optional(),
+  }),
+  description: "Input",
+});
+
+const TextArea = defineComponent({
+  name: "TextArea",
+  props: z.object({
+    name: z.string(),
+    placeholder: z.string().optional(),
+    rows: z.number().optional(),
+    rules: FieldRules.optional(),
+    value: z.string().optional(),
+  }),
+  description: "TextArea",
+});
+
+const Select = defineComponent({
+  name: "Select",
+  props: z.object({
+    name: z.string(),
+    items: z.array(SelectItem.ref),
+    placeholder: z.string().optional(),
+    rules: FieldRules.optional(),
+    value: z.string().optional(),
+    size: z.enum(["small", "medium", "large"]).optional(),
+  }),
+  description: "Select",
+});
+
+const DatePicker = defineComponent({
+  name: "DatePicker",
+  props: z.object({
+    name: z.string(),
+    mode: z.enum(["single", "range"]).optional(),
+    rules: FieldRules.optional(),
+    value: strings().optional(),
+  }),
+  description: "DatePicker",
+});
+
+const CalendarBlock = defineComponent({
+  name: "CalendarBlock",
+  props: z.object({
+    mode: z.enum(["single", "multiple", "range"]).optional(),
+    defaultMonth: z.string().optional(),
+    numberOfMonths: z.number().optional(),
+    captionLayout: z.enum(["label", "dropdown"]).optional(),
+  }),
+  description: "Inline calendar",
+});
+
+const Slider = defineComponent({
+  name: "Slider",
+  props: z.object({
+    name: z.string(),
+    variant: z.enum(["continuous", "discrete"]),
+    min: z.number(),
+    max: z.number(),
+    step: z.number().optional(),
+    defaultValue: numbers().optional(),
+    label: z.string().optional(),
+    rules: FieldRules.optional(),
+    value: numbers().optional(),
+  }),
+  description: "Numeric slider input; supports continuous and discrete (stepped) variants",
+});
+
+const CheckBoxGroup = defineComponent({
+  name: "CheckBoxGroup",
+  props: z.object({
+    name: z.string(),
+    items: z.array(CheckBoxItem.ref),
+    rules: FieldRules.optional(),
+    value: CheckedMap().optional(),
+  }),
+  description: "CheckBoxGroup",
+});
+
+const RadioGroup = defineComponent({
+  name: "RadioGroup",
+  props: z.object({
+    name: z.string(),
+    items: z.array(RadioItem.ref),
+    defaultValue: z.string().optional(),
+    rules: FieldRules.optional(),
+    value: z.string().optional(),
+  }),
+  description: "RadioGroup",
+});
+
+const SwitchGroup = defineComponent({
+  name: "SwitchGroup",
+  props: z.object({
+    name: z.string(),
+    items: z.array(SwitchItem.ref),
+    variant: z.enum(["clear", "card", "sunk"]).optional(),
+    value: CheckedMap().optional(),
+  }),
+  description: "Group of switch toggles",
+});
+
+const FormControlInputUnion = z.union([
+  Input.ref,
+  TextArea.ref,
+  Select.ref,
+  DatePicker.ref,
+  Slider.ref,
+  CheckBoxGroup.ref,
+  RadioGroup.ref,
+]);
+
+const FormControl = defineComponent({
+  name: "FormControl",
+  props: z.object({
+    label: z.string(),
+    input: FormControlInputUnion,
+    hint: z.string().optional(),
+  }),
+  description: "Field with label, input component, and optional hint text",
+});
+
+// ── Buttons ──
+
+const Button = defineComponent({
+  name: "Button",
+  props: z.object({
+    label: z.string(),
+    action: ActionSteps().optional(),
+    variant: z.enum(["primary", "secondary", "tertiary"]).optional(),
+    type: z.enum(["normal", "destructive"]).optional(),
+    size: z.enum(["extra-small", "small", "medium", "large"]).optional(),
+  }),
+  description: "Clickable button",
+});
+
+const Buttons = defineComponent({
+  name: "Buttons",
+  props: z.object({
+    buttons: z.array(Button.ref),
+    direction: z.enum(["row", "column"]).optional(),
+  }),
+  description: 'Group of Button components. direction: "row" (default) | "column".',
+});
+
+const Form = defineComponent({
+  name: "Form",
+  props: z.object({
+    name: z.string(),
+    buttons: Buttons.ref,
+    fields: z.array(FormControl.ref),
+  }),
+  description: "Form container with fields and explicit action buttons",
+});
+
+// ── Steps ──
+
+const StepsItem = defineComponent({
+  name: "StepsItem",
+  props: z.object({
+    title: z.string(),
+    details: z.string(),
+  }),
+  description: "title and details text for one step",
+});
+
+const Steps = defineComponent({
+  name: "Steps",
+  props: z.object({
+    items: z.array(StepsItem.ref),
+  }),
+  description: "Step-by-step guide",
+});
+
+// ── Collections ──
+
+const ListItem = defineComponent({
+  name: "ListItem",
+  props: z.object({
+    title: z.string(),
+    subtitle: z.string().optional(),
+    image: z.object({ src: z.string(), alt: z.string().optional() }).optional(),
+    actionLabel: z.string().optional(),
+  }),
+  description: "List row with a title, optional subtitle and image",
+});
+
+const ListBlock = defineComponent({
+  name: "ListBlock",
+  props: z.object({
+    items: z.array(ListItem.ref),
+    variant: z.enum(["number", "image"]).optional(),
+  }),
+  description: "A list of items with number or image indicators",
+});
+
+const FollowUpItem = defineComponent({
+  name: "FollowUpItem",
+  props: z.object({
+    text: z.string(),
+  }),
+  description: "Clickable follow-up suggestion; when clicked, sends text as user message",
+});
+
+const FollowUpBlock = defineComponent({
+  name: "FollowUpBlock",
+  props: z.object({
+    items: z.array(FollowUpItem.ref),
+  }),
+  description: "List of clickable follow-up suggestions placed at the end of a response",
+});
+
+const PaginationBlock = defineComponent({
+  name: "PaginationBlock",
+  props: z.object({
+    currentPage: z.number(),
+    totalPages: z.number(),
+  }),
+  description: "Page navigation for long result sets",
+});
+
+// ── Child unions ──
+
+// Published membership for TabItem.content, AccordionItem.content and Carousel
+// slides. Do not extend: these three are spec components and their unions are the
+// contract other clients read.
+const ContentChildUnion = z.union([
+  TextContent.ref,
+  MarkDownRenderer.ref,
+  CardHeader.ref,
+  Callout.ref,
+  TextCallout.ref,
+  CodeBlock.ref,
+  Image.ref,
+  ImageBlock.ref,
+  ImageGallery.ref,
+  Separator.ref,
+  HorizontalBarChart.ref,
+  RadarChart.ref,
+  PieChart.ref,
+  RadialChart.ref,
+  SingleStackedBarChart.ref,
+  ScatterChart.ref,
+  AreaChart.ref,
+  BarChart.ref,
+  LineChart.ref,
+  Table.ref,
+  TagBlock.ref,
+  Form.ref,
+  Buttons.ref,
+  Steps.ref,
+]);
+
+// Components that ship outside the published spec and render as ordinary content.
+const ExtraContentUnion = z.union([
+  Heading.ref,
+  Blockquote.ref,
+  InlineCode.ref,
+  Alert.ref,
+  Badge.ref,
+  Avatar.ref,
+  Progress.ref,
+  PaginationBlock.ref,
+  CalendarBlock.ref,
+  ListBlock.ref,
+  FollowUpBlock.ref,
+]);
+
+const SectionContentUnion = z.union([
+  ...ContentChildUnion.options,
+  ListBlock.ref,
+  FollowUpBlock.ref,
+]);
+
+// Benchmark decision: an overlay body takes the same content as a card, minus the
+// containers that would nest an overlay or a tab strip inside an overlay.
+const OverlayContentUnion = z.union([
+  ...ContentChildUnion.options,
+  ...ExtraContentUnion.options,
+]);
+
+// ── Sections, layout, overlays ──
+
+const SectionItem = defineComponent({
+  name: "SectionItem",
+  props: z.object({
+    value: z.string(),
+    trigger: z.string(),
+    content: z.array(SectionContentUnion),
+  }),
+  description: "Section with a label and collapsible content, used inside SectionBlock",
+});
+
+const SectionBlock = defineComponent({
+  name: "SectionBlock",
+  props: z.object({
+    sections: z.array(SectionItem.ref),
+    isFoldable: z.boolean().optional(),
+  }),
+  description: "Collapsible accordion sections; use SectionItem for each section",
+});
+
+const TabItem = defineComponent({
+  name: "TabItem",
+  props: z.object({
+    value: z.string(),
+    trigger: z.string(),
+    content: z.array(ContentChildUnion),
+  }),
+  description: "value is unique id, trigger is tab label, content is array of components",
+});
+
+const Tabs = defineComponent({
+  name: "Tabs",
+  props: z.object({
+    items: z.array(TabItem.ref),
+  }),
+  description: "Tabbed container",
+});
+
+const AccordionItem = defineComponent({
+  name: "AccordionItem",
+  props: z.object({
+    value: z.string(),
+    trigger: z.string(),
+    content: z.array(ContentChildUnion),
+  }),
+  description: "value is unique id, trigger is section title",
+});
+
+const Accordion = defineComponent({
+  name: "Accordion",
+  props: z.object({
+    items: z.array(AccordionItem.ref),
+  }),
+  description: "Collapsible sections",
+});
+
+// children is an array of slides, each slide an array of content, so it derives as
+// a value slot rather than a component slot.
+const Carousel = defineComponent({
+  name: "Carousel",
+  props: z.object({
+    children: z.array(z.array(ContentChildUnion)),
+    variant: z.enum(["card", "sunk"]).optional(),
+  }),
+  description: "Horizontal scrollable carousel",
+});
+
+const DialogBlock = defineComponent({
+  name: "DialogBlock",
+  props: z.object({
+    triggerLabel: z.string(),
+    title: z.string(),
+    description: z.string().optional(),
+    content: z.array(OverlayContentUnion).optional(),
+    triggerVariant: z
+      .enum(["default", "destructive", "outline", "secondary", "ghost", "link"])
+      .optional(),
+  }),
+  description: "Button that opens a modal dialog with content",
+});
+
+const DrawerBlock = defineComponent({
+  name: "DrawerBlock",
+  props: z.object({
+    triggerLabel: z.string(),
+    title: z.string(),
+    description: z.string().optional(),
+    content: z.array(OverlayContentUnion).optional(),
+  }),
+  description: "Button that opens a slide-out drawer with content",
+});
+
+const AlertDialogBlock = defineComponent({
+  name: "AlertDialogBlock",
+  props: z.object({
+    triggerLabel: z.string(),
+    title: z.string(),
+    description: z.string(),
+    confirmLabel: z.string().optional(),
+    cancelLabel: z.string().optional(),
+    triggerVariant: z
+      .enum(["default", "destructive", "outline", "secondary", "ghost", "link"])
+      .optional(),
+  }),
+  description: "Button that opens a confirm/cancel dialog",
+});
+
+// ── Root ──
+
+// Published Card membership plus the non-spec content components. Stack is in the
+// published union but not in this catalog, so it is dropped rather than declared.
+const CardChildUnion = z.union([
+  ...ContentChildUnion.options,
+  Tabs.ref,
+  Carousel.ref,
+  SectionBlock.ref,
+  DialogBlock.ref,
+  DrawerBlock.ref,
+  AlertDialogBlock.ref,
+  ...ExtraContentUnion.options,
+]);
+
+// desc is copied verbatim from the published spec, truncation included: it is
+// prompt text that must not drift between pipelines.
+const Card = defineComponent({
+  name: "Card",
+  props: z.object({
+    children: z.array(CardChildUnion),
+    variant: z.enum(["card", "sunk", "clear"]).optional(),
+    direction: z.enum(["row", "column"]).optional(),
+    gap: z.enum(["none", "xs", "s", "m", "l", "xl", "2xl"]).optional(),
+    align: z.enum(["start", "center", "end", "stretch", "baseline"]).optional(),
+    justify: z.enum(["start", "center", "end", "between", "around", "evenly"]).optional(),
+    wrap: z.boolean().optional(),
+  }),
+  description:
+    'Styled container. variant: "card" (default, elevated) | "sunk" (recessed) | "clear" (transparent). Always full width. Accepts all Stack flex params (default: di',
+});
+
+// ── Component groups ──
+
+export const componentGroups: ComponentGroup[] = [
+  {
+    name: "Root and layout",
+    components: [
+      "Card",
+      "Tabs",
+      "TabItem",
+      "Accordion",
+      "AccordionItem",
+      "Steps",
+      "StepsItem",
+      "Carousel",
+    ],
+    notes: [
+      "- Card is the root. Everything the user should see must hang off its children list, in reading order.",
+      "- Tabs, Accordion and Steps take item references. Define each item on its own line instead of inlining the whole array.",
+      "- Every slide of a Carousel must repeat the same component sequence.",
+    ],
+  },
+  {
+    name: "Content",
+    components: [
+      "CardHeader",
+      "Heading",
+      "TextContent",
+      "MarkDownRenderer",
+      "Blockquote",
+      "InlineCode",
+      "CodeBlock",
+      "Image",
+      "ImageBlock",
+      "ImageGallery",
+      "Separator",
+    ],
+    notes: [
+      "- Name a section once. A CardHeader followed by a heading that repeats the same words is duplication.",
+      "- MarkDownRenderer is for prose that carries its own structure; TextContent is for one short passage.",
+      "- Use real, publicly reachable image URLs (e.g. https://picsum.photos/seed/KEYWORD/800/500). Never invent one.",
+    ],
+  },
+  {
+    name: "Status and labels",
+    components: ["Callout", "TextCallout", "Alert", "Badge", "Tag", "TagBlock", "Progress", "Avatar"],
+    notes: [
+      "- Callout, TextCallout and Alert carry a message that needs attention. Badge and Tag label a value in place and carry no message.",
+      "- Progress shows one value against its whole. Several values compared against each other belong in a chart.",
+    ],
+  },
+  {
+    name: "Collections",
+    components: [
+      "ListBlock",
+      "ListItem",
+      "SectionBlock",
+      "SectionItem",
+      "FollowUpBlock",
+      "FollowUpItem",
+      "PaginationBlock",
+    ],
+    notes: [
+      "- Use ListBlock when each entry is a title plus a line of detail. Use a table when every entry shares the same fields.",
+      "- SectionBlock groups long content into collapsible sections; each SectionItem needs a unique value id and holds content components.",
+      "- FollowUpBlock belongs at the very end and holds suggested next messages, not controls for the current screen.",
+    ],
+  },
+  {
+    name: "Tables",
+    components: ["Table", "Col"],
+    notes: [
+      "- Table is column-oriented: each Col carries the whole data array for its column, so every Col in a table must hold the same number of values.",
+      "- A handful of unrelated facts is not a table. Reach for one only when entries share the same fields.",
+    ],
+  },
+  {
+    name: "Charts (2D)",
+    components: ["BarChart", "LineChart", "AreaChart", "HorizontalBarChart", "RadarChart", "Series"],
+    notes: [
+      "- labels holds one entry per position on the category axis; each Series holds one value per label, in the same order.",
+      "- Pick by the question: compare categories, follow a trend over time, show accumulation, rank long-named categories, or compare several measures for a few entities.",
+    ],
+  },
+  {
+    name: "Charts (1D)",
+    components: ["PieChart", "RadialChart", "SingleStackedBarChart", "Slice"],
+    notes: [
+      "- These take two parallel arrays, labels and values in matching order, and show parts of one whole. They cannot show a trend.",
+    ],
+  },
+  {
+    name: "Charts (scatter)",
+    components: ["ScatterChart", "ScatterSeries", "Point"],
+    notes: [
+      "- Use a scatter plot for the relationship between two numeric measures. Each ScatterSeries is one named group of Points.",
+    ],
+  },
+  {
+    name: "Forms",
+    components: [
+      "Form",
+      "FormControl",
+      "Label",
+      "Input",
+      "TextArea",
+      "Select",
+      "SelectItem",
+      "DatePicker",
+      "CalendarBlock",
+      "Slider",
+      "CheckBoxGroup",
+      "CheckBoxItem",
+      "RadioGroup",
+      "RadioItem",
+      "SwitchGroup",
+      "SwitchItem",
+    ],
+    notes: [
+      "- Define EACH FormControl as its own reference. Do NOT inline every control in one array.",
+      "- A FormControl wraps exactly one input: Input, TextArea, Select, DatePicker, Slider, CheckBoxGroup or RadioGroup.",
+      "- Form requires explicit buttons. Always pass a Buttons(...) reference as the second Form argument, and NEVER nest a Form inside a Form.",
+    ],
+  },
+  {
+    name: "Buttons",
+    components: ["Button", "Buttons"],
+    notes: [
+      "- A Button with no action sends its label back as a user message, which is what most screens want.",
+      "- Group related buttons in one Buttons reference rather than scattering loose Button references.",
+    ],
+  },
+  {
+    name: "Overlays",
+    components: ["DialogBlock", "DrawerBlock", "AlertDialogBlock"],
+    notes: [
+      "- An overlay hides its content behind a trigger. Anything the user must see at a glance belongs on the screen itself.",
+      "- AlertDialogBlock is for a confirm-or-cancel decision; DialogBlock and DrawerBlock hold arbitrary content components.",
+    ],
+  },
+];
+
+// ── Derived plain data ──
+
+function unwrapOuter(schema: any) {
+  let s = schema;
+  let required = true;
+  for (;;) {
+    const kind = s?._zod?.def?.type;
+    if (kind === "optional" || kind === "default" || kind === "nullable") {
+      if (kind !== "nullable") required = false;
+      s = s._zod.def.innerType;
+      continue;
+    }
+    return { schema: s, required };
+  }
+}
+
+function directRefNames(schema: any): string[] | null {
+  const single = schema?.meta?.()?.componentRef;
+  if (typeof single === "string") return [single];
+  if (schema?._zod?.def?.type === "union") {
+    const names = schema.options.map((o: any) => o?.meta?.()?.componentRef);
+    if (names.length > 0 && names.every((n: any) => typeof n === "string")) return names;
+  }
+  return null;
+}
+
+function nestedRefNames(schema: any): string[] | null {
+  const { schema: inner } = unwrapOuter(schema);
+  const direct = directRefNames(inner);
+  if (direct) return direct;
+  if (inner?._zod?.def?.type === "array") return nestedRefNames(inner.element);
+  return null;
+}
+
+function deriveProp(schema: any): PropSpec {
+  const { schema: inner, required } = unwrapOuter(schema);
+  const kind = inner?._zod?.def?.type;
+  // Every shape that is neither a scalar nor a component slot collapses to "array":
+  // the plain form has one bucket for value arrays, rule objects and slide arrays.
+  let t = "array";
+  if (directRefNames(inner)) t = "ref";
+  else if (kind === "array" && directRefNames(inner.element)) t = "refs";
+  else if (kind === "enum" || kind === "string" || kind === "number" || kind === "boolean")
+    t = kind === "enum" ? "string" : kind;
+
+  const spec: PropSpec = { t };
+  if (required) spec.req = true;
+  if (kind === "enum") spec.enum = inner.options;
+  const allowed = nestedRefNames(inner);
+  if (allowed) spec.allowed = allowed;
+  return spec;
+}
+
+// Order is the positional argument order the model must follow, so this list is the
+// argument order and zod object key order is load-bearing.
+const COMPONENTS = [
+  Card,
+  TextContent,
+  MarkDownRenderer,
+  CardHeader,
+  Callout,
+  TextCallout,
+  CodeBlock,
+  Image,
+  ImageBlock,
+  ImageGallery,
+  Separator,
+  HorizontalBarChart,
+  Series,
+  RadarChart,
+  PieChart,
+  RadialChart,
+  SingleStackedBarChart,
+  ScatterChart,
+  ScatterSeries,
+  Point,
+  AreaChart,
+  BarChart,
+  LineChart,
+  Table,
+  Col,
+  TagBlock,
+  Form,
+  Buttons,
+  Button,
+  FormControl,
+  Input,
+  TextArea,
+  Select,
+  SelectItem,
+  DatePicker,
+  Slider,
+  CheckBoxGroup,
+  CheckBoxItem,
+  RadioGroup,
+  RadioItem,
+  Steps,
+  StepsItem,
+  Tabs,
+  TabItem,
+  Carousel,
+  Slice,
+  Label,
+  SwitchGroup,
+  SwitchItem,
+  Accordion,
+  AccordionItem,
+  Tag,
+  FollowUpBlock,
+  FollowUpItem,
+  ListBlock,
+  ListItem,
+  SectionBlock,
+  SectionItem,
+  Alert,
+  Avatar,
+  Badge,
+  Progress,
+  PaginationBlock,
+  CalendarBlock,
+  DialogBlock,
+  DrawerBlock,
+  AlertDialogBlock,
+  Heading,
+  Blockquote,
+  InlineCode,
+];
+
+function toCatalog(components: any[]) {
+  const out: Record<string, CatalogEntry> = {};
+  for (const c of components) {
+    out[c.name] = {
+      desc: c.description,
+      props: Object.entries(c.props.shape).map(
+        ([name, schema]) => [name, deriveProp(schema)] as [string, PropSpec],
+      ),
+    };
+  }
+  return out;
+}
+
+function checkGroups(groups: ComponentGroup[], catalog: Record<string, CatalogEntry>) {
+  const listed = groups.flatMap((g) => g.components);
+  const unknown = listed.filter((n) => !catalog[n]);
+  const duplicate = listed.filter((n, i) => listed.indexOf(n) !== i);
+  const ungrouped = Object.keys(catalog).filter((n) => !listed.includes(n));
+  if (unknown.length || duplicate.length || ungrouped.length)
+    throw new Error(
+      `componentGroups out of sync: unknown=[${unknown}] duplicate=[${duplicate}] ungrouped=[${ungrouped}]`,
+    );
+  return groups;
+}
+
+export const ROOT = "Card";
+
+export const CATALOG: Record<string, CatalogEntry> = toCatalog(COMPONENTS);
+
+export const COMPONENT_GROUPS: ComponentGroup[] = checkGroups(componentGroups, CATALOG);
+
+export const REF_PROPS = new Set(
+  Object.values(CATALOG).flatMap((c) =>
+    c.props.filter(([, s]) => s.t === "ref" || s.t === "refs").map(([n]) => n),
+  ),
+);
diff --git a/benchmarks/openui-bench/protocols/openui/prompt.ts b/benchmarks/openui-bench/protocols/openui/prompt.ts
new file mode 100644
index 000000000..818162b7d
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/openui/prompt.ts
@@ -0,0 +1,89 @@
+import { createRequire } from "node:module";
+import { dirname, join } from "node:path";
+import { fileURLToPath } from "node:url";
+import { CATALOG, COMPONENT_GROUPS, ROOT } from "./catalog.ts";
+
+const require = createRequire(import.meta.url);
+const HERE = dirname(fileURLToPath(import.meta.url));
+const core = require(join(HERE, "../../../../packages/lang-core/dist/index.cjs"));
+
+// Prompt inputs: changing any of these changes the prompt the models see and
+// invalidates every raw generated against it.
+const RULES = [
+  "The root children list is a COMPLETE commitment: every component you define MUST be reachable from root's children, directly or through a listed parent. A defined-but-unreferenced statement renders NOTHING and its content is silently missing from the final screen. Before writing root, enumerate every section you plan to emit; after writing everything, verify every defined variable is reachable from root.",
+  'All component arguments are positional, in the exact order shown in each signature. Never write named arguments: no \`name: value\` and no \`name=value\` inside any component call. To reach a later optional argument, pass the earlier optionals too, using null to skip. WRONG: \`Card([a, b], direction: "row", gap: "l")\`. RIGHT: \`Card([a, b], "card", "row", "l")\`. Enum-typed arguments accept ONLY the listed values, exactly as written; never invent variants that are not in the signature.',
+];
+
+const EXAMPLES = [
+  `root = Card([header, status, alert, kpis, trend, actions])
+header = CardHeader("Revenue Overview", "Last 30 days")
+status = Badge("On track", "secondary")
+alert = Alert("Refund spike", "Refunds rose 14% week over week", "warning")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Revenue", "Orders", "Refunds"])
+kpiValue = Col("Value", ["$128,400", "1,982", "$3,120"])
+trend = LineChart(["W1", "W2", "W3", "W4"], [revSeries], "natural", "Week", "USD")
+revSeries = Series("Revenue", [24100, 30800, 34600, 38900])
+actions = Buttons([exportBtn, shareBtn])
+exportBtn = Button("Export CSV")
+shareBtn = Button("Share report", null, "secondary")`,
+  `root = Card([intro, form])
+intro = CardHeader("Book a demo", "Tell us about your team")
+form = Form("demo-request", formButtons, [nameField, emailField, sizeField, planField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Work email", emailInput, "We only use this to reply")
+emailInput = Input("email", "jane@company.com", "email")
+sizeField = FormControl("Team size", sizeSelect)
+sizeSelect = Select("team_size", [sizeS, sizeM, sizeL], "Choose a range")
+sizeS = SelectItem("1-10", "1-10 people")
+sizeM = SelectItem("11-50", "11-50 people")
+sizeL = SelectItem("51+", "51+ people")
+planField = FormControl("Interested plan", planRadio)
+planRadio = RadioGroup("plan", [planCloud, planSelf])
+planCloud = RadioItem("Cloud", "Managed by us", "cloud")
+planSelf = RadioItem("Self-hosted", "Runs in your infra", "self")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Request demo", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")`,
+];
+
+function typeString(s: { t: string; enum?: string[]; allowed?: string[] }) {
+  if (s.enum) return s.enum.map((e) => (typeof e === "string" ? `"${e}"` : e)).join(" | ");
+  if (s.t === "refs") return s.allowed?.length ? `(${s.allowed.join(" | ")})[]` : "Component[]";
+  if (s.t === "ref") return s.allowed?.length ? s.allowed.join(" | ") : "Component";
+  if (s.t === "array") return s.allowed?.length ? `(${s.allowed.join(" | ")})[]` : "(string | number)[]";
+  return s.t;
+}
+
+function componentSpecs() {
+  const components: Record<string, { signature: string; description: string }> = {};
+  for (const [name, c] of Object.entries(CATALOG)) {
+    const args = c.props
+      .map(([pn, s]) => `${pn}${s.req ? "" : "?"}: ${typeString(s)}`)
+      .join(", ");
+    components[name] = { signature: `${name}(${args})`, description: c.desc };
+  }
+  return components;
+}
+
+// generatePrompt hardcodes a Stack call as the positional-args example; this catalog
+// has no Stack, and the example alone induces Stack calls. No-op once the template
+// derives its example from the catalog.
+function fixStackExample(p: string) {
+  return p
+    .replace('`Stack([children], "row", "l")`', '`Card([children], "card", "row", "l")`')
+    .replace('`Stack([children], direction: "row", gap: "l")`', '`Card([children], direction: "row", gap: "l")`');
+}
+
+export function systemPrompt(): string {
+  return fixStackExample(
+    core.generatePrompt({
+      root: ROOT,
+      components: componentSpecs(),
+      componentGroups: COMPONENT_GROUPS,
+      additionalRules: RULES,
+      examples: EXAMPLES,
+    }),
+  );
+}
diff --git a/benchmarks/openui-bench/protocols/openui/validator.ts b/benchmarks/openui-bench/protocols/openui/validator.ts
new file mode 100644
index 000000000..ecc94f272
--- /dev/null
+++ b/benchmarks/openui-bench/protocols/openui/validator.ts
@@ -0,0 +1,150 @@
+import { createRequire } from "node:module";
+import { dirname, join } from "node:path";
+import { fileURLToPath } from "node:url";
+import { CATALOG } from "./catalog.ts";
+
+const require = createRequire(import.meta.url);
+const HERE = dirname(fileURLToPath(import.meta.url));
+const core = require(join(HERE, "../../../../packages/lang-core/dist/index.cjs"));
+
+export type BenchError = { cls: string; detail: string };
+
+export type Verdict = {
+  renderable: boolean;
+  complete: boolean;
+  n: number;
+  errs: BenchError[];
+};
+
+// The parser only needs shapes: "refs" and "array" are both plain arrays to it, and
+// a "ref" slot accepts anything, so component-valued slots carry no item schema.
+function openuiSchema() {
+  const $defs: Record<string, any> = {};
+  for (const [name, c] of Object.entries(CATALOG)) {
+    const properties: Record<string, any> = {};
+    for (const [pn, s] of c.props) {
+      if (s.t === "refs" || s.t === "array") properties[pn] = { type: "array", items: {} };
+      else if (s.t === "ref") properties[pn] = {};
+      else {
+        properties[pn] = { type: s.t };
+        if (s.enum) properties[pn].enum = s.enum;
+      }
+    }
+    $defs[name] = {
+      type: "object",
+      properties,
+      required: c.props.filter(([, s]) => s.req).map(([n]) => n),
+      additionalProperties: false,
+      description: c.desc,
+    };
+  }
+  return { type: "object", properties: {}, additionalProperties: false, $defs };
+}
+
+const parser = core.createParser(openuiSchema());
+
+// Lenient prop lookup: accept props both under .props and at the node level, as a
+// tolerant renderer would. EXCEPT the reserved wire keys type and id, where the
+// fallback would read a discriminator as a prop value and invent enum errors.
+export function getProp(c: any, pn: string) {
+  if (c.props?.[pn] !== undefined) return c.props[pn];
+  if (pn === "type" || pn === "id") return undefined;
+  return c[pn];
+}
+
+function checkNode(node: any, errs: BenchError[]) {
+  const cat = CATALOG[node.type];
+  if (!cat) {
+    errs.push({ cls: "hallucinated-component", detail: node.type });
+    return; // props of an unknown component are unknowable
+  }
+  for (const [pn, s] of cat.props) {
+    const v = getProp(node, pn);
+    if (s.req && (v === undefined || v === null || (Array.isArray(v) && v.length === 0))) {
+      errs.push({ cls: "required-field", detail: `${node.type}.${pn}` });
+    }
+    if (s.enum && v !== undefined && v !== null && !s.enum.includes(v)) {
+      errs.push({
+        cls: "enum-mismatch",
+        detail: `${node.type}.${pn}=${JSON.stringify(v).slice(0, 30)}`,
+      });
+    }
+  }
+}
+
+// Local reasoning models emit thinking inline; API models return it in a separate
+// field the bench never sees. Stripping keeps the two paths equivalent.
+function stripThink(t: string) {
+  return t.includes("</think>") ? t.replace(/^[\s\S]*?<\/think>\s*/, "") : t;
+}
+
+function walkOpenui(node: any, errs: BenchError[], seen: Set<any>) {
+  if (!node || typeof node !== "object") return;
+  if (Array.isArray(node)) return node.forEach((n) => walkOpenui(n, errs, seen));
+  if (node.type === "element" && typeof node.typeName === "string") {
+    if (!seen.has(node)) {
+      seen.add(node);
+      checkNode({ type: node.typeName, props: node.props ?? {} }, errs);
+    }
+  }
+  const props = node.type === "element" ? node.props : node;
+  if (props && typeof props === "object")
+    for (const v of Object.values(props)) walkOpenui(v, errs, seen);
+}
+
+function evalOpenui(text: string, truncated: boolean): Verdict {
+  const out: Verdict = { renderable: false, complete: false, n: 0, errs: [] };
+  let r: any;
+  try {
+    r = parser.parse(text);
+  } catch (e: any) {
+    out.errs.push({ cls: "malformed-syntax", detail: String(e?.message).slice(0, 60) });
+    return out;
+  }
+  if (!r.root) {
+    out.errs.push({ cls: "root-missing", detail: "no root element" });
+    return out;
+  }
+  out.renderable = true;
+  // Object literals in typed slots surface as an unresolved ref literally named
+  // "undefined". A real dangling reference must appear as a token in the text, so
+  // when "undefined" is written nowhere the entry is a parser artifact.
+  const hasBareUndefined = /(?<![\w"])undefined(?![\w"])/.test(text);
+  for (const u of r.meta.unresolved) {
+    if (u === "undefined" && !hasBareUndefined) continue;
+    out.errs.push({ cls: "reference-graph", detail: `dangling:${u}` });
+  }
+  for (const o of r.meta.orphaned) out.errs.push({ cls: "reference-graph", detail: `orphan:${o}` });
+  for (const e of r.meta.errors) {
+    const cls =
+      e.code === "unknown-component"
+        ? "hallucinated-component"
+        : e.code === "missing-required" || e.code === "null-required"
+          ? "required-field"
+          : e.code === "excess-args"
+            ? "signature-mismatch"
+            : "other";
+    out.errs.push({ cls, detail: `${e.component ?? ""}${e.path ?? ""}` });
+  }
+  const seen = new Set<any>();
+  walkOpenui(r.root, out.errs, seen); // enum/required checks on the rendered tree
+  out.n = seen.size; // components reachable from root
+  if (truncated) out.errs.push({ cls: "truncation", detail: "hit ceiling" });
+  out.complete = out.errs.length === 0;
+  return out;
+}
+
+// Fences are not stripped here: the parser extracts fenced code itself.
+export function evaluate(text: string, opts: { truncated?: boolean; reqs?: number } = {}): Verdict {
+  const out = evalOpenui(stripThink(text), opts.truncated === true);
+  // Coverage floor: a complete screen must define at least as many components as
+  // the brief has requirements, so a trivially small valid output cannot pass.
+  if (out.complete && Number.isFinite(out.n) && out.n < (opts.reqs ?? 0)) {
+    out.errs.push({
+      cls: "coverage-floor",
+      detail: `components ${out.n} < requirements ${opts.reqs}`,
+    });
+    out.complete = false;
+  }
+  return out;
+}
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..dc5ef4136
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,294 @@
+Here is the invoice view UI for a client, designed with payment options and invoice details.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "invoice-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Billing Assistant"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "invoice-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "invoice-header",
+          "payment-summary",
+          "separator-1",
+          "line-items-heading",
+          "invoice-table",
+          "separator-2",
+          "payment-section-heading",
+          "payment-form",
+          "follow-ups"
+        ]
+      },
+      {
+        "id": "invoice-header",
+        "component": "CardHeader",
+        "title": "Invoice #INV-2023-042",
+        "subtitle": "Issued by Sarah Jenkins Design Studio"
+      },
+      {
+        "id": "payment-summary",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "amount-container",
+          "status-container"
+        ]
+      },
+      {
+        "id": "amount-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "amount-label",
+          "amount-value"
+        ]
+      },
+      {
+        "id": "amount-label",
+        "component": "TextContent",
+        "text": "Total Amount Due",
+        "size": "small"
+      },
+      {
+        "id": "amount-value",
+        "component": "Heading",
+        "text": "$3,450.00 USD",
+        "level": "h1"
+      },
+      {
+        "id": "status-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "align": "end",
+        "children": [
+          "due-badge",
+          "due-date-text"
+        ]
+      },
+      {
+        "id": "due-badge",
+        "component": "Badge",
+        "text": "Payment Due",
+        "variant": "default"
+      },
+      {
+        "id": "due-date-text",
+        "component": "TextContent",
+        "text": "**Due Date:** Nov 30, 2023",
+        "size": "small"
+      },
+      {
+        "id": "separator-1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "line-items-heading",
+        "component": "Heading",
+        "text": "Invoice Details",
+        "level": "h3"
+      },
+      {
+        "id": "invoice-table",
+        "component": "Table",
+        "columns": [
+          "col-desc",
+          "col-hours",
+          "col-rate",
+          "col-total"
+        ]
+      },
+      {
+        "id": "col-desc",
+        "component": "Col",
+        "label": "Description",
+        "type": "string",
+        "data": [
+          "UI/UX Redesign - Mobile App Dashboard",
+          "Design System Components & Documentation",
+          "User Testing & Iteration Sprint"
+        ]
+      },
+      {
+        "id": "col-hours",
+        "component": "Col",
+        "label": "Hours",
+        "type": "number",
+        "data": [
+          25,
+          10,
+          8
+        ]
+      },
+      {
+        "id": "col-rate",
+        "component": "Col",
+        "label": "Rate",
+        "type": "string",
+        "data": [
+          "$80.00/hr",
+          "$85.00/hr",
+          "$75.00/hr"
+        ]
+      },
+      {
+        "id": "col-total",
+        "component": "Col",
+        "label": "Amount",
+        "type": "string",
+        "data": [
+          "$2,000.00",
+          "$850.00",
+          "$600.00"
+        ]
+      },
+      {
+        "id": "separator-2",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "payment-section-heading",
+        "component": "Heading",
+        "text": "Pay Now",
+        "level": "h3"
+      },
+      {
+        "id": "payment-form",
+        "component": "Form",
+        "name": "payment-form",
+        "fields": [
+          "field-method",
+          "field-card-number",
+          "field-expiry"
+        ],
+        "buttons": "pay-button-group"
+      },
+      {
+        "id": "field-method",
+        "component": "FormControl",
+        "label": "Payment Method",
+        "input": "select-method"
+      },
+      {
+        "id": "select-method",
+        "component": "Select",
+        "name": "paymentMethod",
+        "value": "credit-card",
+        "items": [
+          "method-cc",
+          "method-ach"
+        ]
+      },
+      {
+        "id": "method-cc",
+        "component": "SelectItem",
+        "value": "credit-card",
+        "label": "Credit Card"
+      },
+      {
+        "id": "method-ach",
+        "component": "SelectItem",
+        "value": "bank-transfer",
+        "label": "Bank Transfer (ACH)"
+      },
+      {
+        "id": "field-card-number",
+        "component": "FormControl",
+        "label": "Card Number",
+        "input": "input-card-number"
+      },
+      {
+        "id": "input-card-number",
+        "component": "Input",
+        "name": "cardNumber",
+        "placeholder": "**** **** **** 4242",
+        "type": "text"
+      },
+      {
+        "id": "field-expiry",
+        "component": "FormControl",
+        "label": "Expiration Date",
+        "input": "input-expiry"
+      },
+      {
+        "id": "input-expiry",
+        "component": "Input",
+        "name": "expiry",
+        "placeholder": "MM/YY",
+        "type": "text"
+      },
+      {
+        "id": "pay-button-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-pay",
+          "btn-download"
+        ]
+      },
+      {
+        "id": "btn-pay",
+        "component": "Button",
+        "label": "Pay $3,450.00 USD Now",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "btn-download",
+        "component": "Button",
+        "label": "Download PDF",
+        "variant": "tertiary",
+        "size": "large"
+      },
+      {
+        "id": "follow-ups",
+        "component": "FollowUpBlock",
+        "items": [
+          "follow-up-1",
+          "follow-up-2"
+        ]
+      },
+      {
+        "id": "follow-up-1",
+        "component": "FollowUpItem",
+        "text": "Send receipt to my accounting email"
+      },
+      {
+        "id": "follow-up-2",
+        "component": "FollowUpItem",
+        "text": "Contact freelancer about line items"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..1e05c0ebf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,296 @@
+Here is the invoice view for your client, complete with total amount due, due date, itemized service details, and immediate payment options.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "freelancer-invoice",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Billing Portal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "freelancer-invoice",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "summary-card",
+          "breakdown-card",
+          "payment-card",
+          "followups"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-info",
+          "status-badge"
+        ]
+      },
+      {
+        "id": "header-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "invoice-title",
+          "freelancer-name"
+        ]
+      },
+      {
+        "id": "invoice-title",
+        "component": "Heading",
+        "text": "Invoice #INV-2024-042",
+        "level": "h2"
+      },
+      {
+        "id": "freelancer-name",
+        "component": "TextContent",
+        "text": "Issued by **Alex Morgan** (Design & Frontend Engineering)",
+        "size": "small"
+      },
+      {
+        "id": "status-badge",
+        "component": "Badge",
+        "text": "Payment Due",
+        "variant": "destructive"
+      },
+      {
+        "id": "summary-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "amount-group",
+          "duedate-group"
+        ]
+      },
+      {
+        "id": "amount-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "amount-label",
+          "amount-value"
+        ]
+      },
+      {
+        "id": "amount-label",
+        "component": "Label",
+        "text": "Total Amount Due"
+      },
+      {
+        "id": "amount-value",
+        "component": "Heading",
+        "text": "$3,450.00 USD",
+        "level": "h1"
+      },
+      {
+        "id": "duedate-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "align": "end",
+        "children": [
+          "duedate-label",
+          "duedate-value"
+        ]
+      },
+      {
+        "id": "duedate-label",
+        "component": "Label",
+        "text": "Due Date"
+      },
+      {
+        "id": "duedate-value",
+        "component": "Tag",
+        "text": "Oct 28, 2024",
+        "variant": "warning",
+        "size": "lg"
+      },
+      {
+        "id": "breakdown-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "breakdown-header",
+          "line-items-table"
+        ]
+      },
+      {
+        "id": "breakdown-header",
+        "component": "CardHeader",
+        "title": "Service Breakdown",
+        "subtitle": "Milestone payments for Q4 Web App Redesign"
+      },
+      {
+        "id": "line-items-table",
+        "component": "Table",
+        "columns": [
+          "col-desc",
+          "col-hours",
+          "col-rate",
+          "col-subtotal"
+        ]
+      },
+      {
+        "id": "col-desc",
+        "component": "Col",
+        "label": "Description",
+        "type": "string",
+        "data": [
+          "UI Component System Design & Token Setup",
+          "Frontend Integration & API Hookup",
+          "Responsive Testing & QA Fixes"
+        ]
+      },
+      {
+        "id": "col-hours",
+        "component": "Col",
+        "label": "Hours",
+        "type": "number",
+        "data": [
+          20,
+          15,
+          5
+        ]
+      },
+      {
+        "id": "col-rate",
+        "component": "Col",
+        "label": "Rate",
+        "type": "string",
+        "data": [
+          "$85/hr",
+          "$90/hr",
+          "$80/hr"
+        ]
+      },
+      {
+        "id": "col-subtotal",
+        "component": "Col",
+        "label": "Amount",
+        "type": "string",
+        "data": [
+          "$1,700.00",
+          "$1,350.00",
+          "$400.00"
+        ]
+      },
+      {
+        "id": "payment-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "payment-header",
+          "pay-actions"
+        ]
+      },
+      {
+        "id": "payment-header",
+        "component": "CardHeader",
+        "title": "Pay Now",
+        "subtitle": "Select your preferred payment method to settle this invoice instantly"
+      },
+      {
+        "id": "pay-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "pay-card-btn",
+          "pay-bank-btn",
+          "download-pdf-btn"
+        ]
+      },
+      {
+        "id": "pay-card-btn",
+        "component": "Button",
+        "label": "Pay $3,450.00 via Credit Card",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "pay_invoice",
+            "method": "credit_card",
+            "invoiceId": "INV-2024-042"
+          }
+        ]
+      },
+      {
+        "id": "pay-bank-btn",
+        "component": "Button",
+        "label": "Pay via ACH / Bank Transfer",
+        "variant": "secondary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "pay_invoice",
+            "method": "ach",
+            "invoiceId": "INV-2024-042"
+          }
+        ]
+      },
+      {
+        "id": "download-pdf-btn",
+        "component": "Button",
+        "label": "Download PDF Receipt",
+        "variant": "tertiary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "download_pdf",
+            "invoiceId": "INV-2024-042"
+          }
+        ]
+      },
+      {
+        "id": "followups",
+        "component": "FollowUpBlock",
+        "items": [
+          "fu-1",
+          "fu-2"
+        ]
+      },
+      {
+        "id": "fu-1",
+        "component": "FollowUpItem",
+        "text": "Send payment receipt to accounting@company.com"
+      },
+      {
+        "id": "fu-2",
+        "component": "FollowUpItem",
+        "text": "Request tax document (Form W-9)"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..ee15b0436
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,259 @@
+Here is the requested freelancer invoice view for your client:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "due-callout",
+            "separator-1",
+            "invoice-details-tabs",
+            "separator-2",
+            "action-buttons"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "freelancer-info"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2023-042",
+          "subtitle": "Issued on October 12, 2023 by Alex Morgan Design LLC"
+        },
+        {
+          "id": "freelancer-info",
+          "component": "TagBlock",
+          "tags": ["Status: Awaiting Payment", "Client: Acro Corp"]
+        },
+        {
+          "id": "due-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Amount Due: $3,450.00 USD",
+          "description": "Due Date: November 1, 2023 (Due in 5 days)"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "invoice-details-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-summary",
+            "tab-breakdown"
+          ]
+        },
+        {
+          "id": "tab-summary",
+          "component": "TabItem",
+          "value": "summary",
+          "trigger": "Summary",
+          "content": [
+            "summary-text"
+          ]
+        },
+        {
+          "id": "summary-text",
+          "component": "TextContent",
+          "text": "Invoice for Brand Identity Design & Frontend Development services completed during Q3. Includes design system handoff, responsive UI implementation, and client review iterations.",
+          "size": "default"
+        },
+        {
+          "id": "tab-breakdown",
+          "component": "TabItem",
+          "value": "breakdown",
+          "trigger": "Line Items",
+          "content": [
+            "line-items-table"
+          ]
+        },
+        {
+          "id": "line-items-table",
+          "component": "Table",
+          "columns": [
+            "col-desc",
+            "col-hours",
+            "col-rate",
+            "col-amount"
+          ]
+        },
+        {
+          "id": "col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Brand Identity & Guidelines", "UI/UX Component System", "Frontend React Integration"],
+          "type": "string"
+        },
+        {
+          "id": "col-hours",
+          "component": "Col",
+          "label": "Hours",
+          "data": [15, 20, 25],
+          "type": "number"
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Rate",
+          "data": ["$55/hr", "$55/hr", "$60/hr"],
+          "type": "string"
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Total",
+          "data": ["$825.00", "$1,100.00", "$1,525.00"],
+          "type": "string"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "pay-now-dialog",
+            "download-pdf-btn"
+          ]
+        },
+        {
+          "id": "pay-now-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Pay $3,450.00 Now",
+          "triggerVariant": "default",
+          "title": "Complete Payment",
+          "description": "Select your preferred payment method to process invoice #INV-2023-042.",
+          "content": [
+            "payment-form"
+          ]
+        },
+        {
+          "id": "payment-form",
+          "component": "Form",
+          "name": "paymentForm",
+          "fields": [
+            "field-payment-method",
+            "field-card-number",
+            "field-notes"
+          ],
+          "buttons": "modal-pay-buttons"
+        },
+        {
+          "id": "field-payment-method",
+          "component": "FormControl",
+          "label": "Payment Method",
+          "input": "select-method"
+        },
+        {
+          "id": "select-method",
+          "component": "Select",
+          "name": "paymentMethod",
+          "placeholder": "Choose payment option",
+          "items": [
+            "item-credit-card",
+            "item-ach",
+            "item-wire"
+          ]
+        },
+        {
+          "id": "item-credit-card",
+          "component": "SelectItem",
+          "value": "card",
+          "label": "Credit / Debit Card"
+        },
+        {
+          "id": "item-ach",
+          "component": "SelectItem",
+          "value": "ach",
+          "label": "Bank Transfer (ACH)"
+        },
+        {
+          "id": "item-wire",
+          "component": "SelectItem",
+          "value": "wire",
+          "label": "Wire Transfer"
+        },
+        {
+          "id": "field-card-number",
+          "component": "FormControl",
+          "label": "Card or Account Number",
+          "input": "input-card-number"
+        },
+        {
+          "id": "input-card-number",
+          "component": "Input",
+          "name": "accountNumber",
+          "placeholder": "•••• •••• •••• ••••",
+          "type": "text"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Payment Note (Optional)",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "Input",
+          "name": "paymentNotes",
+          "placeholder": "e.g., Paid via corporate card",
+          "type": "text"
+        },
+        {
+          "id": "modal-pay-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "confirm-pay-btn"
+          ]
+        },
+        {
+          "id": "confirm-pay-btn",
+          "component": "Button",
+          "label": "Confirm & Pay $3,450.00 USD",
+          "variant": "primary"
+        },
+        {
+          "id": "download-pdf-btn",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..e080fe708
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,339 @@
+Here is a freelancer invoice view designed for a client, featuring clear payment terms, itemized line items, project summary, and an immediate "Pay Now" action flow.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Invoice Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "invoice-header",
+            "due-callout",
+            "invoice-details-tabs",
+            "payment-dialog",
+            "follow-ups"
+          ]
+        },
+        {
+          "id": "invoice-header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2023-042",
+          "subtitle": "Issued by Sarah Jenkins (UX/UI Designer) to AcroCorp Inc."
+        },
+        {
+          "id": "due-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Total Amount Due: $3,450.00 USD",
+          "description": "Due Date: October 31, 2023 (Net 15)"
+        },
+        {
+          "id": "invoice-details-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-summary",
+            "tab-items",
+            "tab-history"
+          ]
+        },
+        {
+          "id": "tab-summary",
+          "component": "TabItem",
+          "value": "summary",
+          "trigger": "Overview",
+          "content": [
+            "summary-card"
+          ]
+        },
+        {
+          "id": "summary-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "project-heading",
+            "project-desc",
+            "separator-1",
+            "billing-info"
+          ]
+        },
+        {
+          "id": "project-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Mobile App Redesign - Phase 2"
+        },
+        {
+          "id": "project-desc",
+          "component": "TextContent",
+          "text": "This invoice covers user research, wireframing, high-fidelity Figma prototypes, and design system handover for the Q4 mobile app update.",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "billing-info",
+          "component": "TextContent",
+          "text": "**Billed To:** AcroCorp Inc.  \n**PO Number:** PO-98231  \n**Payment Terms:** Net 15  \n**Status:** Pending Payment",
+          "size": "small"
+        },
+        {
+          "id": "tab-items",
+          "component": "TabItem",
+          "value": "items",
+          "trigger": "Line Items",
+          "content": [
+            "line-items-table"
+          ]
+        },
+        {
+          "id": "line-items-table",
+          "component": "Table",
+          "columns": [
+            "col-desc",
+            "col-hours",
+            "col-rate",
+            "col-total"
+          ]
+        },
+        {
+          "id": "col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": [
+            "User Research & Interviews",
+            "UI Wireframes & Prototypes",
+            "Design System Component Library",
+            "Client Meetings & Handover"
+          ]
+        },
+        {
+          "id": "col-hours",
+          "component": "Col",
+          "label": "Hours",
+          "type": "number",
+          "data": [
+            15,
+            20,
+            10,
+            3
+          ]
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Rate",
+          "type": "string",
+          "data": [
+            "$75.00/hr",
+            "$75.00/hr",
+            "$75.00/hr",
+            "$75.00/hr"
+          ]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Subtotal",
+          "type": "string",
+          "data": [
+            "$1,125.00",
+            "$1,500.00",
+            "$750.00",
+            "$225.00"
+          ]
+        },
+        {
+          "id": "tab-history",
+          "component": "TabItem",
+          "value": "history",
+          "trigger": "Timeline",
+          "content": [
+            "timeline-steps"
+          ]
+        },
+        {
+          "id": "timeline-steps",
+          "component": "Steps",
+          "items": [
+            "step-created",
+            "step-sent",
+            "step-viewed",
+            "step-pending"
+          ]
+        },
+        {
+          "id": "step-created",
+          "component": "StepsItem",
+          "title": "Invoice Drafted",
+          "details": "Oct 16, 2023 by Sarah Jenkins"
+        },
+        {
+          "id": "step-sent",
+          "component": "StepsItem",
+          "title": "Sent to Client",
+          "details": "Oct 16, 2023 via Email"
+        },
+        {
+          "id": "step-viewed",
+          "component": "StepsItem",
+          "title": "Viewed by Client",
+          "details": "Oct 17, 2023 at 09:14 AM"
+        },
+        {
+          "id": "step-pending",
+          "component": "StepsItem",
+          "title": "Payment Due",
+          "details": "October 31, 2023 ($3,450.00 USD)"
+        },
+        {
+          "id": "payment-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Pay Now ($3,450.00 USD)",
+          "triggerVariant": "default",
+          "title": "Complete Payment",
+          "description": "Select your payment method to settle invoice #INV-2023-042.",
+          "content": [
+            "payment-form"
+          ]
+        },
+        {
+          "id": "payment-form",
+          "component": "Form",
+          "name": "checkout_form",
+          "fields": [
+            "payment-method-control",
+            "card-name-control",
+            "card-num-control"
+          ],
+          "buttons": "payment-buttons"
+        },
+        {
+          "id": "payment-method-control",
+          "component": "FormControl",
+          "label": "Payment Method",
+          "input": "payment-method-select"
+        },
+        {
+          "id": "payment-method-select",
+          "component": "Select",
+          "name": "payment_method",
+          "placeholder": "Choose payment option",
+          "value": "card",
+          "items": [
+            "method-card",
+            "method-ach",
+            "method-wire"
+          ]
+        },
+        {
+          "id": "method-card",
+          "component": "SelectItem",
+          "value": "card",
+          "label": "Credit / Debit Card (Instant)"
+        },
+        {
+          "id": "method-ach",
+          "component": "SelectItem",
+          "value": "ach",
+          "label": "ACH Bank Transfer (1-2 Days)"
+        },
+        {
+          "id": "method-wire",
+          "component": "SelectItem",
+          "value": "wire",
+          "label": "Wire Transfer"
+        },
+        {
+          "id": "card-name-control",
+          "component": "FormControl",
+          "label": "Cardholder Name",
+          "input": "card-name-input"
+        },
+        {
+          "id": "card-name-input",
+          "component": "Input",
+          "name": "card_name",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "card-num-control",
+          "component": "FormControl",
+          "label": "Card Number",
+          "input": "card-num-input"
+        },
+        {
+          "id": "card-num-input",
+          "component": "Input",
+          "name": "card_number",
+          "type": "text",
+          "placeholder": "•••• •••• •••• ••••"
+        },
+        {
+          "id": "payment-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-pay-btn"
+          ]
+        },
+        {
+          "id": "submit-pay-btn",
+          "component": "Button",
+          "label": "Confirm & Pay $3,450.00 USD",
+          "variant": "primary"
+        },
+        {
+          "id": "follow-ups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-download",
+            "fu-receipt",
+            "fu-contact"
+          ]
+        },
+        {
+          "id": "fu-download",
+          "component": "FollowUpItem",
+          "text": "Download PDF Invoice"
+        },
+        {
+          "id": "fu-receipt",
+          "component": "FollowUpItem",
+          "text": "Send payment receipt to accounting@acrocorp.com"
+        },
+        {
+          "id": "fu-contact",
+          "component": "FollowUpItem",
+          "text": "Message Sarah Jenkins regarding this invoice"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..b64dc117b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,9 @@
+Here is a dashboard view showing your next scheduled calendar event with attendance details and quick join options.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"next-meeting-surface","theme":{"agentDisplayName":"Calendar Assistant","primaryColor":"#2563EB"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["card-header","alert-banner","meeting-details","attendees-section","separator-1","action-buttons"],"component":"Card","direction":"column","gap":"m","id":"root","variant":"card"},{"component":"CardHeader","id":"card-header","subtitle":"Upcoming Schedule • In 15 minutes","title":"Next Meeting"},{"description":"Starts at 2:00 PM EST (45 mins)","id":"alert-banner","title":"Product Design Sync & Architecture Review","variant":"info"},{"component":"Heading","id":"meeting-details","level":"h4","text":"Attendees (5)"},{"component":"ListBlock","id":"attendees-section","items":["attendee-1","attendee-2","attendee-3","attendee-4","attendee-5"],"variant":"image"},{"actionLabel":"Organizer","component":"ListItem","id":"attendee-1","subtitle":"alex.morgan@company.com","title":"Alex Morgan"},{"actionLabel":"Accepted","component":"ListItem","id":"attendee-2","subtitle":"sarah.c@company.com","title":"Sarah Chen"},{"actionLabel":"Accepted","component":"ListItem","id":"attendee-3","subtitle":"d.kim@company.com","title":"David Kim"},{"actionLabel":"Accepted","component":"ListItem","id":"attendee-4","subtitle":"elena.r@company.com","title":"Elena Rostova"},{"actionLabel":"Tentative","component":"ListItem","id":"attendee-5","subtitle":"marcus.v@company.com","title":"Marcus Vance"},{"component":"Separator","decorative":true,"id":"separator-1","orientation":"horizontal"},{"buttons":["join-btn","decline-btn"],"component":"Buttons","direction":"row","id":"action-buttons"},{"action":["https://meet.google.com/abc-defg-hij"],"component":"Button","id":"join-btn","label":"Join Video Call","size":"medium","variant":"primary"},{"action":["decline"],"component":"Button","id":"decline-btn","label":"Decline","size":"medium","type":"destructive","variant":"tertiary"}],"surfaceId":"next-meeting-surface"},"version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..a802c59ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,128 @@
+Here is a quick look at your upcoming calendar item with details on attendees and a direct link to join the meeting.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "time-badge",
+            "divider-1",
+            "attendees-section",
+            "divider-2",
+            "action-section"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "CardHeader",
+          "title": "Q3 Product Roadmap Review",
+          "subtitle": "Next Meeting"
+        },
+        {
+          "id": "time-badge",
+          "component": "Tag",
+          "text": "Today at 2:00 PM - 3:00 PM (In 15 mins)",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "divider-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attendees-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "attendees-heading",
+            "attendees-list"
+          ]
+        },
+        {
+          "id": "attendees-heading",
+          "component": "Heading",
+          "text": "Attendees (4)",
+          "level": "h4"
+        },
+        {
+          "id": "attendees-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "attendee-1",
+            "attendee-2",
+            "attendee-3",
+            "attendee-4"
+          ]
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Alex Chen",
+          "subtitle": "Product Manager (Organizer)"
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Sarah Jenkins",
+          "subtitle": "Lead Designer"
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Michael Torrance",
+          "subtitle": "Engineering Lead"
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "You",
+          "subtitle": "Accepted"
+        },
+        {
+          "id": "divider-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "action-section",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "join-button"
+          ]
+        },
+        {
+          "id": "join-button",
+          "component": "Button",
+          "label": "Join Video Call",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..af2cfb0d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,150 @@
+Here is a quick look at your upcoming calendar event:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "next-meeting-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Calendar Assistant"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "next-meeting-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "badge-next",
+          "header-meeting",
+          "meeting-time",
+          "separator-1",
+          "attendees-section",
+          "separator-2",
+          "join-actions"
+        ]
+      },
+      {
+        "id": "badge-next",
+        "component": "Badge",
+        "text": "UPCOMING MEETING • IN 15 MINS",
+        "variant": "default"
+      },
+      {
+        "id": "header-meeting",
+        "component": "Heading",
+        "text": "Product Roadmap Sync",
+        "level": "h2"
+      },
+      {
+        "id": "meeting-time",
+        "component": "TextContent",
+        "text": "📅 **Today, 2:00 PM – 2:45 PM** (EST)",
+        "size": "large"
+      },
+      {
+        "id": "separator-1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "attendees-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "attendees-label",
+          "attendees-list"
+        ]
+      },
+      {
+        "id": "attendees-label",
+        "component": "Heading",
+        "text": "Attendees (4)",
+        "level": "h4"
+      },
+      {
+        "id": "attendees-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "attendee-1",
+          "attendee-2",
+          "attendee-3",
+          "attendee-4"
+        ]
+      },
+      {
+        "id": "attendee-1",
+        "component": "ListItem",
+        "title": "Alex Morgan (Host)",
+        "subtitle": "alex.morgan@company.com"
+      },
+      {
+        "id": "attendee-2",
+        "component": "ListItem",
+        "title": "Sarah Chen",
+        "subtitle": "sarah.chen@company.com"
+      },
+      {
+        "id": "attendee-3",
+        "component": "ListItem",
+        "title": "David Kim",
+        "subtitle": "david.kim@company.com"
+      },
+      {
+        "id": "attendee-4",
+        "component": "ListItem",
+        "title": "You",
+        "subtitle": "user@company.com"
+      },
+      {
+        "id": "separator-2",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "join-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-join",
+          "btn-decline"
+        ]
+      },
+      {
+        "id": "btn-join",
+        "component": "Button",
+        "label": "Join Video Call",
+        "variant": "primary",
+        "size": "large",
+        "action": ["open_link", "https://meet.google.com/abc-defg-hij"]
+      },
+      {
+        "id": "btn-decline",
+        "component": "Button",
+        "label": "Decline",
+        "variant": "tertiary",
+        "type": "destructive",
+        "size": "large",
+        "action": ["decline_meeting", "meeting_123"]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..66f035ccb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,129 @@
+Here is a concise view of your upcoming calendar event:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "time-callout",
+            "sep-1",
+            "attendees-heading",
+            "attendees-list",
+            "sep-2",
+            "actions"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Q3 Product Strategy Sync",
+          "subtitle": "Next Meeting on Calendar"
+        },
+        {
+          "id": "time-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Today at 2:00 PM (In 15 minutes)",
+          "description": "Duration: 45 mins • Google Meet"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attendees-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Attendees (4)"
+        },
+        {
+          "id": "attendees-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "attendee-1",
+            "attendee-2",
+            "attendee-3",
+            "attendee-4"
+          ]
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Lead (Organizer)"
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Alex Rivera",
+          "subtitle": "Engineering Manager"
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Jessica Taylor",
+          "subtitle": "UX Designer"
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "You",
+          "subtitle": "Accepted"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "join-btn",
+            "decline-btn"
+          ]
+        },
+        {
+          "id": "join-btn",
+          "component": "Button",
+          "label": "Join Call Now",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["join_call"]
+        },
+        {
+          "id": "decline-btn",
+          "component": "Button",
+          "label": "Decline",
+          "variant": "tertiary",
+          "type": "destructive",
+          "size": "medium",
+          "action": ["decline_meeting"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..bc0ad0056
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,87 @@
+I have created a clean, modern sign-up card for the weekly product newsletter.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Newsletter Subscription"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "body-text",
+            "subscription-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Weekly Product Insights",
+          "subtitle": "Stay ahead in product management & design"
+        },
+        {
+          "id": "body-text",
+          "component": "TextContent",
+          "text": "Get a concise weekly digest featuring actionable product strategy tips, curated industry case studies, and practical design frameworks delivered straight to your inbox every Tuesday.",
+          "size": "default"
+        },
+        {
+          "id": "subscription-form",
+          "component": "Form",
+          "name": "newsletter_form",
+          "fields": [
+            "email-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "We respect your privacy. Unsubscribe at any time.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-button"
+          ]
+        },
+        {
+          "id": "submit-button",
+          "component": "Button",
+          "label": "Subscribe Free",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..cccd5bd63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,101 @@
+Here is the signup page interface for the weekly product newsletter:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "newsletter-signup-surface",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "newsletter-signup-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "value-prop",
+          "signup-form",
+          "terms-callout"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Product Pulse Weekly",
+        "subtitle": "Stay ahead in product design & strategy"
+      },
+      {
+        "id": "value-prop",
+        "component": "TextContent",
+        "text": "Get a curated 5-minute digest of actionable product strategies, UX breakdowns, and market insights delivered straight to your inbox every Tuesday.",
+        "size": "large"
+      },
+      {
+        "id": "signup-form",
+        "component": "Form",
+        "name": "newsletterForm",
+        "fields": [
+          "email-control"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "email-control",
+        "component": "FormControl",
+        "label": "Email Address",
+        "hint": "We respect your privacy. Unsubscribe at any time.",
+        "input": "email-input"
+      },
+      {
+        "id": "email-input",
+        "component": "Input",
+        "name": "email",
+        "type": "email",
+        "placeholder": "you@example.com",
+        "rules": [
+          "required",
+          "email"
+        ]
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-btn"
+        ]
+      },
+      {
+        "id": "submit-btn",
+        "component": "Button",
+        "label": "Subscribe Free",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "submit"
+          }
+        ]
+      },
+      {
+        "id": "terms-callout",
+        "component": "TextCallout",
+        "variant": "neutral",
+        "title": "Join 15,000+ product leaders",
+        "description": "No spam ever. Just pure, distilled product expertise once a week."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..61ea35219
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,85 @@
+Here is a signup screen for your weekly product newsletter.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": [
+            "header",
+            "signup-form",
+            "footer-callout"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Product Pulse Weekly",
+          "subtitle": "Get actionable product management insights, curated industry case studies, and practical growth frameworks delivered directly to your inbox every Tuesday."
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterForm",
+          "fields": [
+            "email-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "We respect your privacy. Unsubscribe at any time.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "you@example.com",
+          "type": "email"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-button"
+          ]
+        },
+        {
+          "id": "submit-button",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "footer-callout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Join 15,000+ product leaders",
+          "description": "Read by product managers, designers, and founders from top tech companies worldwide."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..f073b442e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,88 @@
+Here is a clean and responsive signup page for the weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Product Newsletter"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": [
+            "header",
+            "value-proposition",
+            "signup-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Product Pulse Weekly",
+          "subtitle": "Stay ahead in product design & strategy"
+        },
+        {
+          "id": "value-proposition",
+          "component": "TextContent",
+          "text": "Get actionable product design insights, industry case studies, and curated tools delivered straight to your inbox every Tuesday.",
+          "size": "large"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterForm",
+          "fields": [
+            "email-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "We respect your privacy. Unsubscribe at any time.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-button"
+          ]
+        },
+        {
+          "id": "submit-button",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..4dc93d4d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r1.txt
@@ -0,0 +1,206 @@
+Here is a delivery tracking screen showing the real-time package status, estimated delivery date, and an easy option to report any issues with the shipment.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Delivery Tracker"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "eta-callout",
+            "progress-section",
+            "divider",
+            "issue-dialog"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Package Tracking",
+          "subtitle": "Tracking ID: #TRK-892041928"
+        },
+        {
+          "id": "eta-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Estimated Delivery Date",
+          "description": "Thursday, Oct 24 by 7:00 PM"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "current-status-title",
+            "status-progress",
+            "status-steps"
+          ]
+        },
+        {
+          "id": "current-status-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Current Status: Out for Delivery"
+        },
+        {
+          "id": "status-progress",
+          "component": "Progress",
+          "value": 75,
+          "label": "Package is in transit on local delivery vehicle"
+        },
+        {
+          "id": "status-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "Oct 21, 9:30 AM - Merchant received order"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "Oct 22, 2:15 PM - Processed at sorting facility"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "Out for Delivery (Current Location)",
+          "details": "Oct 24, 8:00 AM - Loaded on courier vehicle at Regional Hub (5 miles away)"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Delivered",
+          "details": "Pending final drop-off at your address"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "issue-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem with Delivery",
+          "triggerVariant": "destructive",
+          "title": "Report an Issue",
+          "description": "Select the issue you are experiencing with this delivery:",
+          "content": [
+            "issue-form"
+          ]
+        },
+        {
+          "id": "issue-form",
+          "component": "Form",
+          "name": "delivery-issue-form",
+          "fields": [
+            "issue-type-control",
+            "issue-details-control"
+          ],
+          "buttons": "issue-form-buttons"
+        },
+        {
+          "id": "issue-type-control",
+          "component": "FormControl",
+          "label": "Issue Type",
+          "input": "issue-type-select"
+        },
+        {
+          "id": "issue-type-select",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select a reason",
+          "items": [
+            "opt-delay",
+            "opt-address",
+            "opt-instructions",
+            "opt-other"
+          ]
+        },
+        {
+          "id": "opt-delay",
+          "component": "SelectItem",
+          "value": "delayed",
+          "label": "Delivery Delayed"
+        },
+        {
+          "id": "opt-address",
+          "component": "SelectItem",
+          "value": "address",
+          "label": "Wrong Address Updated"
+        },
+        {
+          "id": "opt-instructions",
+          "component": "SelectItem",
+          "value": "instructions",
+          "label": "Special Delivery Request"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other Inquiry"
+        },
+        {
+          "id": "issue-details-control",
+          "component": "FormControl",
+          "label": "Additional Information",
+          "input": "issue-details-text"
+        },
+        {
+          "id": "issue-details-text",
+          "component": "TextArea",
+          "name": "issueDetails",
+          "placeholder": "Provide details to help us resolve the issue...",
+          "rows": 3
+        },
+        {
+          "id": "issue-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "submit-issue-btn"
+          ]
+        },
+        {
+          "id": "submit-issue-btn",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..911876547
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r2.txt
@@ -0,0 +1,315 @@
+I have generated a delivery tracking interface that displays the current package location, estimated delivery date, step-by-step progress, and a direct way to report delivery issues.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Logistics Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "alert-status",
+            "summary-card",
+            "progress-section",
+            "steps-accordion",
+            "separator-1",
+            "help-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Delivery Tracking",
+          "subtitle": "Tracking ID: #TRK-89201492-US"
+        },
+        {
+          "id": "alert-status",
+          "component": "Alert",
+          "variant": "info",
+          "title": "On Schedule",
+          "description": "Your package is currently in transit to the local distribution facility."
+        },
+        {
+          "id": "summary-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "current-location-group",
+            "estimated-delivery-group"
+          ]
+        },
+        {
+          "id": "current-location-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "location-heading",
+            "location-value",
+            "location-badge"
+          ]
+        },
+        {
+          "id": "location-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Current Location"
+        },
+        {
+          "id": "location-value",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Chicago Sorting Facility, IL"
+        },
+        {
+          "id": "location-badge",
+          "component": "Tag",
+          "text": "Arrived at Regional Hub • 2 hours ago",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "estimated-delivery-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "delivery-heading",
+            "delivery-value"
+          ]
+        },
+        {
+          "id": "delivery-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Estimated Delivery Date"
+        },
+        {
+          "id": "delivery-value",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Thursday, Oct 24, 2024 (By 5:00 PM)"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "progress-bar",
+            "progress-label"
+          ]
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 65,
+          "label": "Shipment Progress"
+        },
+        {
+          "id": "progress-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "3 of 4 stages completed (In Transit)"
+        },
+        {
+          "id": "steps-accordion",
+          "component": "Accordion",
+          "items": [
+            "steps-item"
+          ]
+        },
+        {
+          "id": "steps-item",
+          "component": "AccordionItem",
+          "value": "history",
+          "trigger": "View Full Shipment History",
+          "content": [
+            "history-steps"
+          ]
+        },
+        {
+          "id": "history-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "Oct 21, 9:00 AM • Merchant fulfillment center"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "Oct 22, 2:15 PM • Departed origin facility in Indianapolis, IN"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "Arrived at Hub",
+          "details": "Oct 23, 6:40 AM • Chicago Sorting Facility, IL (Current Status)"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Pending arrival at final destination hub"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "help-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "help-heading",
+            "help-description",
+            "problem-dialog"
+          ]
+        },
+        {
+          "id": "help-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Need Help With This Shipment?"
+        },
+        {
+          "id": "help-description",
+          "component": "TextContent",
+          "size": "default",
+          "text": "If your package is delayed, damaged, or lost, submit a ticket to notify our support team immediately."
+        },
+        {
+          "id": "problem-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem",
+          "triggerVariant": "destructive",
+          "title": "Report Delivery Issue",
+          "description": "Please select the problem you are experiencing with shipment #TRK-89201492-US.",
+          "content": [
+            "report-form"
+          ]
+        },
+        {
+          "id": "report-form",
+          "component": "Form",
+          "name": "delivery_issue_form",
+          "fields": [
+            "issue-type-control",
+            "issue-details-control"
+          ],
+          "buttons": "report-buttons"
+        },
+        {
+          "id": "issue-type-control",
+          "component": "FormControl",
+          "label": "Issue Category",
+          "hint": "Select the primary issue regarding your delivery",
+          "input": "issue-type-select"
+        },
+        {
+          "id": "issue-type-select",
+          "component": "Select",
+          "name": "issue_type",
+          "placeholder": "Select issue type...",
+          "items": [
+            "opt-delay",
+            "opt-damaged",
+            "opt-wrong-address",
+            "opt-other"
+          ]
+        },
+        {
+          "id": "opt-delay",
+          "component": "SelectItem",
+          "value": "delayed",
+          "label": "Package is significantly delayed"
+        },
+        {
+          "id": "opt-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package or contents damaged"
+        },
+        {
+          "id": "opt-wrong-address",
+          "component": "SelectItem",
+          "value": "incorrect_address",
+          "label": "Incorrect delivery address"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other inquiry"
+        },
+        {
+          "id": "issue-details-control",
+          "component": "FormControl",
+          "label": "Additional Information",
+          "hint": "Provide relevant details to help us resolve the problem faster",
+          "input": "issue-details-textarea"
+        },
+        {
+          "id": "issue-details-textarea",
+          "component": "TextArea",
+          "name": "issue_details",
+          "placeholder": "Describe what happened...",
+          "rows": 4
+        },
+        {
+          "id": "report-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-issue-btn"
+          ]
+        },
+        {
+          "id": "submit-issue-btn",
+          "component": "Button",
+          "label": "Submit Issue Report",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..d61e2a6bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r3.txt
@@ -0,0 +1,207 @@
+I've created a delivery tracking screen that includes the current package location, estimated delivery date, step-by-step progress tracking, and a direct form to report any delivery issues.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-status",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Logistics Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-status",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "eta-callout",
+            "current-location-card",
+            "progress-steps",
+            "divider",
+            "issue-dialog"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Package Delivery Status",
+          "subtitle": "Tracking ID: #TRK-84920419"
+        },
+        {
+          "id": "eta-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Estimated Delivery Date",
+          "description": "Thursday, Oct 24 by 7:00 PM (On Time)"
+        },
+        {
+          "id": "current-location-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "location-title",
+            "location-detail"
+          ]
+        },
+        {
+          "id": "location-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Current Location"
+        },
+        {
+          "id": "location-detail",
+          "component": "TextContent",
+          "text": "**Regional Sorting Facility** — Metro Logistics Hub, Bay 14 (Out for local distribution next)",
+          "size": "default"
+        },
+        {
+          "id": "progress-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "Oct 21, 9:30 AM - Merchant fulfilled"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "Oct 22, 2:15 PM - Arrived at Regional Sorting Facility"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Pending local courier dispatch"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Delivered",
+          "details": "Estimated Arrival: Oct 24, 7:00 PM"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "issue-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem with Delivery",
+          "triggerVariant": "outline",
+          "title": "Report a Delivery Problem",
+          "description": "Please let us know what issue you are experiencing with shipment #TRK-84920419.",
+          "content": [
+            "report-form"
+          ]
+        },
+        {
+          "id": "report-form",
+          "component": "Form",
+          "name": "delivery-issue-form",
+          "fields": [
+            "issue-type-control",
+            "comments-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "issue-type-control",
+          "component": "FormControl",
+          "label": "Issue Type",
+          "input": "issue-type-select"
+        },
+        {
+          "id": "issue-type-select",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select an issue",
+          "items": [
+            "opt-delay",
+            "opt-address",
+            "opt-damage",
+            "opt-other"
+          ]
+        },
+        {
+          "id": "opt-delay",
+          "component": "SelectItem",
+          "label": "Severe Delay",
+          "value": "delay"
+        },
+        {
+          "id": "opt-address",
+          "component": "SelectItem",
+          "label": "Incorrect Delivery Address",
+          "value": "address"
+        },
+        {
+          "id": "opt-damage",
+          "component": "SelectItem",
+          "label": "Package Marked Delivered / Missing",
+          "value": "missing"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "label": "Other Inquiry",
+          "value": "other"
+        },
+        {
+          "id": "comments-control",
+          "component": "FormControl",
+          "label": "Additional Details",
+          "hint": "Provide any relevant information for customer support.",
+          "input": "comments-input"
+        },
+        {
+          "id": "comments-input",
+          "component": "TextArea",
+          "name": "comments",
+          "placeholder": "Describe the issue...",
+          "rows": 3
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..87fa659f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-order__r4.txt
@@ -0,0 +1,153 @@
+Here is a delivery tracking screen displaying the current status, estimated arrival date, details, and options to report any issues with the package.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "delivery-tracking",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "delivery-tracking",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "status-callout",
+          "progress-bar",
+          "details-card",
+          "tracking-history-accordion",
+          "report-problem-block"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Package Delivery Tracking",
+        "subtitle": "Tracking ID: #TRK-84920491"
+      },
+      {
+        "id": "status-callout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Out for Delivery",
+        "description": "Your package is on the local delivery vehicle and scheduled to arrive today."
+      },
+      {
+        "id": "progress-bar",
+        "component": "Progress",
+        "value": 75,
+        "label": "Delivery Status: 75% complete"
+      },
+      {
+        "id": "details-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "eta-heading",
+          "eta-text",
+          "sep1",
+          "location-heading",
+          "location-text"
+        ]
+      },
+      {
+        "id": "eta-heading",
+        "component": "Heading",
+        "text": "Estimated Delivery Date",
+        "level": "h4"
+      },
+      {
+        "id": "eta-text",
+        "component": "TextContent",
+        "text": "**Today, October 24, 2023**\nExpected between **2:00 PM – 5:00 PM**",
+        "size": "large"
+      },
+      {
+        "id": "sep1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "location-heading",
+        "component": "Heading",
+        "text": "Current Location",
+        "level": "h4"
+      },
+      {
+        "id": "location-text",
+        "component": "TextContent",
+        "text": "**Downtown Distribution Hub — Vehicle #4B**\n*4.2 miles away from destination*",
+        "size": "default"
+      },
+      {
+        "id": "tracking-history-accordion",
+        "component": "Accordion",
+        "items": [
+          "accordion-item-history"
+        ]
+      },
+      {
+        "id": "accordion-item-history",
+        "component": "AccordionItem",
+        "value": "history",
+        "trigger": "View Full Tracking History",
+        "content": [
+          "history-steps"
+        ]
+      },
+      {
+        "id": "history-steps",
+        "component": "Steps",
+        "items": [
+          "step-1",
+          "step-2",
+          "step-3"
+        ]
+      },
+      {
+        "id": "step-1",
+        "component": "StepsItem",
+        "title": "Out for Delivery — Oct 24, 8:30 AM",
+        "details": "Loaded onto courier truck at Regional Hub."
+      },
+      {
+        "id": "step-2",
+        "component": "StepsItem",
+        "title": "Arrived at Sorting Facility — Oct 23, 11:15 PM",
+        "details": "Processed through local sorting facility."
+      },
+      {
+        "id": "step-3",
+        "component": "StepsItem",
+        "title": "Shipped — Oct 22, 4:00 PM",
+        "details": "Package picked up by carrier."
+      },
+      {
+        "id": "report-problem-block",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Report a Problem",
+        "triggerVariant": "destructive",
+        "title": "Report an Issue with Delivery",
+        "description": "Please select the issue you are experiencing with shipment #TRK-84920491. Our support team will investigate immediately.",
+        "confirmLabel": "Submit Report",
+        "cancelLabel": "Cancel"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..bea1be667
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r1.txt
@@ -0,0 +1,102 @@
+Here is the team lunch poll UI for Friday:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "lunch-poll-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "lunch-poll-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "poll-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Team Lunch Poll",
+          "subtitle": "Where should we go for lunch on Friday?"
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunch_poll_form",
+          "fields": [
+            "restaurant-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "restaurant-control",
+          "component": "FormControl",
+          "label": "Select a Restaurant",
+          "hint": "Cast your vote before Thursday 5 PM",
+          "input": "restaurant-options"
+        },
+        {
+          "id": "restaurant-options",
+          "component": "RadioGroup",
+          "name": "restaurant_choice",
+          "defaultValue": "tacos",
+          "items": [
+            "option-1",
+            "option-2",
+            "option-3"
+          ]
+        },
+        {
+          "id": "option-1",
+          "component": "RadioItem",
+          "value": "tacos",
+          "label": "Tacoria Del Sol",
+          "description": "Mexican • Street Tacos & Margaritas (0.3 mi)"
+        },
+        {
+          "id": "option-2",
+          "component": "RadioItem",
+          "value": "ramen",
+          "label": "Hokkaido Ramen House",
+          "description": "Japanese • Artisanal Noodle Bowls & Dim Sum (0.5 mi)"
+        },
+        {
+          "id": "option-3",
+          "component": "RadioItem",
+          "value": "burgers",
+          "label": "The Green Burger Craft",
+          "description": "American • Gourmet Burgers & Vegan Options (0.2 mi)"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary",
+          "type": "normal",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..f5f790dd7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r2.txt
@@ -0,0 +1,98 @@
+Here is a team lunch poll interface allowing team members to cast their vote for Friday's lunch location.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Lunch Committee"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "poll-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Cast your vote below! Poll closes Thursday at 5 PM."
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunch-vote-form",
+          "fields": [
+            "restaurant-options"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "restaurant-options",
+          "component": "RadioGroup",
+          "name": "selected-restaurant",
+          "defaultValue": "tacos",
+          "items": [
+            "opt-1",
+            "opt-2",
+            "opt-3"
+          ]
+        },
+        {
+          "id": "opt-1",
+          "component": "RadioItem",
+          "value": "tacos",
+          "label": "🌮 Taqueria El Sol",
+          "description": "Authentic Mexican street tacos, fresh guacamole, and fast service. Great outdoor patio."
+        },
+        {
+          "id": "opt-2",
+          "component": "RadioItem",
+          "value": "ramen",
+          "label": "🍜 Hiro Noodle Bar",
+          "description": "Rich tonkotsu ramen, vegan broth options, and handmade gyoza. Indoors only."
+        },
+        {
+          "id": "opt-3",
+          "component": "RadioItem",
+          "value": "burgers",
+          "label": "🍔 The Green Bistro & Burgers",
+          "description": "Gourmet burgers, plant-based options, sweet potato fries, and craft sodas."
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..fb1f6a6f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r3.txt
@@ -0,0 +1,118 @@
+Here is a UI for the team lunch poll so your team can vote on where to go on Friday.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "poll-form"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "heading",
+            "subheading"
+          ]
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Where should we go for lunch on Friday?"
+        },
+        {
+          "id": "subheading",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Cast your vote below! We'll tally the results and make a reservation by Thursday afternoon."
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunch_poll_form",
+          "fields": [
+            "restaurant-selection"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "restaurant-selection",
+          "component": "FormControl",
+          "label": "Select a Restaurant",
+          "hint": "Choose 1 option from the available choices.",
+          "input": "restaurant-options"
+        },
+        {
+          "id": "restaurant-options",
+          "component": "RadioGroup",
+          "name": "restaurant_choice",
+          "defaultValue": "taco_bar",
+          "items": [
+            "option-1",
+            "option-2",
+            "option-3"
+          ]
+        },
+        {
+          "id": "option-1",
+          "component": "RadioItem",
+          "value": "taco_bar",
+          "label": "Taqueria El Sol",
+          "description": "Authentic Mexican tacos, burritos, and fresh guacamole (0.3 miles away)"
+        },
+        {
+          "id": "option-2",
+          "component": "RadioItem",
+          "value": "burger_joint",
+          "label": "The Oak Bistro & Burgers",
+          "description": "Gourmet burgers, artisan sandwiches, and salads with indoor/outdoor seating (0.5 miles away)"
+        },
+        {
+          "id": "option-3",
+          "component": "RadioItem",
+          "value": "sushi_house",
+          "label": "Sakura Sushi Bar",
+          "description": "Fresh sushi rolls, bento boxes, and ramen with vegetarian options (0.8 miles away)"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-vote"
+          ]
+        },
+        {
+          "id": "submit-vote",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..ac89314c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-poll__r4.txt
@@ -0,0 +1,171 @@
+Here is a team lunch poll interface where team members can vote on where to go for lunch on Friday:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Lunch Poll Bot"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "callout-info",
+            "poll-form",
+            "divider",
+            "current-results-heading",
+            "results-chart",
+            "follow-ups"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Vote for your preferred spot or suggest a dietary requirement."
+        },
+        {
+          "id": "callout-info",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Voting closes Thursday at 4:00 PM",
+          "description": "The winning restaurant will be booked for 12:30 PM on Friday."
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunch_poll_form",
+          "fields": [
+            "restaurant-options"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "restaurant-options",
+          "component": "FormControl",
+          "label": "Select a restaurant",
+          "hint": "Choose 1 of the 3 options below",
+          "input": "restaurant-radio-group"
+        },
+        {
+          "id": "restaurant-radio-group",
+          "component": "RadioGroup",
+          "name": "restaurant_choice",
+          "defaultValue": "taco_taqueria",
+          "items": [
+            "opt-tacos",
+            "opt-pasta",
+            "opt-sushi"
+          ]
+        },
+        {
+          "id": "opt-tacos",
+          "component": "RadioItem",
+          "value": "taco_taqueria",
+          "label": "1. El Camino Taqueria",
+          "description": "Authentic street tacos, burritos, and great vegetarian/vegan options."
+        },
+        {
+          "id": "opt-pasta",
+          "component": "RadioItem",
+          "value": "trattoria_bella",
+          "label": "2. Trattoria Bella",
+          "description": "Fresh handmade pasta, wood-fired pizzas, and classic Italian desserts."
+        },
+        {
+          "id": "opt-sushi",
+          "component": "RadioItem",
+          "value": "sakura_sushi",
+          "label": "3. Sakura Sushi & Bento",
+          "description": "Fresh sushi rolls, bento boxes, ramen, and quick service."
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "current-results-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Current Standings (12 votes submitted)"
+        },
+        {
+          "id": "results-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Votes",
+          "yLabel": "Restaurant",
+          "labels": [
+            "El Camino Taqueria",
+            "Trattoria Bella",
+            "Sakura Sushi"
+          ],
+          "series": [
+            "series-votes"
+          ]
+        },
+        {
+          "id": "series-votes",
+          "component": "Series",
+          "category": "Votes",
+          "values": [
+            5,
+            4,
+            3
+          ]
+        },
+        {
+          "id": "follow-ups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Add a new restaurant suggestion"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "View dietary restriction menu info"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..a9a7e533a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r1.txt
@@ -0,0 +1,157 @@
+Here is the company directory page for the requested user profile, including their details, short bio, and a direct message form.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "employee-profile-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Directory Bot"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "employee-profile-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "bio-card",
+          "message-card"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "profile-avatar",
+          "person-heading",
+          "role-badge"
+        ]
+      },
+      {
+        "id": "profile-avatar",
+        "component": "Avatar",
+        "fallback": "SL",
+        "src": "https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150"
+      },
+      {
+        "id": "person-heading",
+        "component": "Heading",
+        "text": "Sarah Jenkins",
+        "level": "h1"
+      },
+      {
+        "id": "role-badge",
+        "component": "Badge",
+        "text": "Principal Product Designer • Design Systems",
+        "variant": "secondary"
+      },
+      {
+        "id": "bio-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "bio-header",
+          "bio-text"
+        ]
+      },
+      {
+        "id": "bio-header",
+        "component": "CardHeader",
+        "title": "About Sarah"
+      },
+      {
+        "id": "bio-text",
+        "component": "TextContent",
+        "text": "Sarah has been with the company for over 5 years, leading accessibility initiatives and scalable UI frameworks across core products. Passionate about design ops, mentoring junior designers, and building inclusive digital experiences. Based in San Francisco, CA.",
+        "size": "default"
+      },
+      {
+        "id": "message-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "message-header",
+          "message-form"
+        ]
+      },
+      {
+        "id": "message-header",
+        "component": "CardHeader",
+        "title": "Send a Message",
+        "subtitle": "Reach out directly via the internal messaging platform."
+      },
+      {
+        "id": "message-form",
+        "component": "Form",
+        "name": "send-message-form",
+        "fields": [
+          "subject-control",
+          "body-control"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subject-input"
+      },
+      {
+        "id": "subject-input",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "Quick question about UI design system..."
+      },
+      {
+        "id": "body-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "body-textarea"
+      },
+      {
+        "id": "body-textarea",
+        "component": "TextArea",
+        "name": "message_body",
+        "placeholder": "Write your message here...",
+        "rows": 4
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-button"
+        ]
+      },
+      {
+        "id": "send-button",
+        "component": "Button",
+        "label": "Send Message",
+        "variant": "primary",
+        "type": "normal"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..d79b537df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r2.txt
@@ -0,0 +1,309 @@
+Here is the company directory profile page for the requested team member, featuring their details, bio, direct messaging capabilities, and key background information.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "employee-profile-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Company Directory"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "employee-profile-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "profile-header-row",
+            "bio-text",
+            "tags-block"
+          ]
+        },
+        {
+          "id": "profile-header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "profile-avatar",
+            "profile-info-col"
+          ]
+        },
+        {
+          "id": "profile-avatar",
+          "component": "Avatar",
+          "src": "https://images.unsplash.com/photo-1494790108377-be9c29b29330?auto=format&fit=crop&w=256&q=80",
+          "alt": "Sarah Jenkins",
+          "fallback": "SJ"
+        },
+        {
+          "id": "profile-info-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "name-title-row",
+            "role-subtitle"
+          ]
+        },
+        {
+          "id": "name-title-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "person-name",
+            "status-badge"
+          ]
+        },
+        {
+          "id": "person-name",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Sarah Jenkins"
+        },
+        {
+          "id": "status-badge",
+          "component": "Badge",
+          "text": "Active",
+          "variant": "default"
+        },
+        {
+          "id": "role-subtitle",
+          "component": "TextContent",
+          "size": "large",
+          "text": "Senior Product Designer • Design Systems & Mobile"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Passionate about creating accessible, user-centered digital experiences. Leading the evolution of our core design system and cross-platform UI frameworks. Over 8 years of experience bridging the gap between product strategy and engineering execution."
+        },
+        {
+          "id": "tags-block",
+          "component": "TagBlock",
+          "tags": [
+            "Design Systems",
+            "UI/UX",
+            "Accessibility",
+            "Figma",
+            "User Research"
+          ]
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-message",
+            "tab-info"
+          ]
+        },
+        {
+          "id": "tab-message",
+          "component": "TabItem",
+          "value": "message",
+          "trigger": "Send Message",
+          "content": [
+            "message-form-card"
+          ]
+        },
+        {
+          "id": "message-form-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "form-header",
+            "message-form"
+          ]
+        },
+        {
+          "id": "form-header",
+          "component": "CardHeader",
+          "title": "Direct Message",
+          "subtitle": "Send a private message to Sarah. She usually responds within a few hours."
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "direct_message_form",
+          "fields": [
+            "subject-control",
+            "priority-control",
+            "body-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "subject-control",
+          "component": "FormControl",
+          "label": "Subject",
+          "hint": "Brief topic of discussion",
+          "input": "subject-input"
+        },
+        {
+          "id": "subject-input",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "e.g., Q3 Design System Roadmap Review"
+        },
+        {
+          "id": "priority-control",
+          "component": "FormControl",
+          "label": "Topic Category",
+          "input": "category-select"
+        },
+        {
+          "id": "category-select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select a category...",
+          "items": [
+            "cat-design",
+            "cat-collab",
+            "cat-general"
+          ]
+        },
+        {
+          "id": "cat-design",
+          "component": "SelectItem",
+          "value": "design_review",
+          "label": "Design System Request"
+        },
+        {
+          "id": "cat-collab",
+          "component": "SelectItem",
+          "value": "collaboration",
+          "label": "Project Collaboration"
+        },
+        {
+          "id": "cat-general",
+          "component": "SelectItem",
+          "value": "general",
+          "label": "General Inquiry"
+        },
+        {
+          "id": "body-control",
+          "component": "FormControl",
+          "label": "Message",
+          "hint": "Include relevant links or context if applicable.",
+          "input": "body-textarea"
+        },
+        {
+          "id": "body-textarea",
+          "component": "TextArea",
+          "name": "message_body",
+          "placeholder": "Type your message here...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-info",
+          "component": "TabItem",
+          "value": "details",
+          "trigger": "Contact & Info",
+          "content": [
+            "info-card"
+          ]
+        },
+        {
+          "id": "info-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "contact-list",
+            "separator-line",
+            "callout-hours"
+          ]
+        },
+        {
+          "id": "contact-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "item-email",
+            "item-department",
+            "item-location"
+          ]
+        },
+        {
+          "id": "item-email",
+          "component": "ListItem",
+          "title": "Email Address",
+          "subtitle": "sarah.jenkins@company.com"
+        },
+        {
+          "id": "item-department",
+          "component": "ListItem",
+          "title": "Department",
+          "subtitle": "Product Experience & Engineering"
+        },
+        {
+          "id": "item-location",
+          "component": "ListItem",
+          "title": "Location / Timezone",
+          "subtitle": "San Francisco, CA (PST - UTC-8)"
+        },
+        {
+          "id": "separator-line",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "callout-hours",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Working Hours",
+          "description": "Available Monday–Friday, 9:00 AM – 5:00 PM PST. For urgent escalation, contact team channel #product-design."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..d75388d57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r3.txt
@@ -0,0 +1,197 @@
+Here is a company directory profile page featuring the requested details, including the person's name and role, a concise bio, and an interactive message form.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "employee-profile",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Company Directory"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "employee-profile",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "profile-header-card",
+          "bio-card",
+          "message-card"
+        ]
+      },
+      {
+        "id": "profile-header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": [
+          "avatar",
+          "header-info"
+        ]
+      },
+      {
+        "id": "avatar",
+        "component": "Avatar",
+        "src": "https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150",
+        "fallback": "SL",
+        "alt": "Sarah Lin"
+      },
+      {
+        "id": "header-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "heading-name",
+          "badge-container"
+        ]
+      },
+      {
+        "id": "heading-name",
+        "component": "Heading",
+        "text": "Sarah Lin",
+        "level": "h2"
+      },
+      {
+        "id": "badge-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "align": "center",
+        "children": [
+          "role-badge",
+          "dept-tag"
+        ]
+      },
+      {
+        "id": "role-badge",
+        "component": "Badge",
+        "text": "Principal Product Designer",
+        "variant": "default"
+      },
+      {
+        "id": "dept-tag",
+        "component": "Tag",
+        "text": "Design Systems",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "bio-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "bio-header",
+          "bio-text"
+        ]
+      },
+      {
+        "id": "bio-header",
+        "component": "CardHeader",
+        "title": "About"
+      },
+      {
+        "id": "bio-text",
+        "component": "TextContent",
+        "text": "Sarah leads the Design Systems team at Acme Corp. With over 8 years of experience in product design and accessibility, she focuses on building scalable component libraries and improving design workflows across cross-functional teams.",
+        "size": "default"
+      },
+      {
+        "id": "message-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "separator-1",
+          "message-header",
+          "message-form"
+        ]
+      },
+      {
+        "id": "separator-1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "message-header",
+        "component": "CardHeader",
+        "title": "Send a Message",
+        "subtitle": "Direct messages will be delivered to Sarah via Slack & email."
+      },
+      {
+        "id": "message-form",
+        "component": "Form",
+        "name": "sendMessageForm",
+        "fields": [
+          "subject-control",
+          "message-control"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subject-input"
+      },
+      {
+        "id": "subject-input",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Quick question about design tokens",
+        "type": "text"
+      },
+      {
+        "id": "message-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "message-textarea",
+        "hint": "Keep it relevant and respectful."
+      },
+      {
+        "id": "message-textarea",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Type your message here...",
+        "rows": 4
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-btn"
+        ]
+      },
+      {
+        "id": "submit-btn",
+        "component": "Button",
+        "label": "Send Message",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..b66acc529
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-profile__r4.txt
@@ -0,0 +1,176 @@
+Here is the company directory profile page with all requested details, including the person's name, role, bio, and a message form to contact them directly.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "directory-profile",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0284C7",
+      "agentDisplayName": "Company Directory"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "directory-profile",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "profile-header",
+          "bio-section",
+          "separator-1",
+          "message-section"
+        ]
+      },
+      {
+        "id": "profile-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": [
+          "avatar",
+          "header-info"
+        ]
+      },
+      {
+        "id": "avatar",
+        "component": "Avatar",
+        "fallback": "SL",
+        "src": "https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150"
+      },
+      {
+        "id": "header-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "person-name",
+          "role-badge"
+        ]
+      },
+      {
+        "id": "person-name",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Sarah Lin"
+      },
+      {
+        "id": "role-badge",
+        "component": "Badge",
+        "text": "Principal Product Designer • UX Team",
+        "variant": "secondary"
+      },
+      {
+        "id": "bio-section",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "bio-title",
+          "bio-text"
+        ]
+      },
+      {
+        "id": "bio-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "About Sarah"
+      },
+      {
+        "id": "bio-text",
+        "component": "TextContent",
+        "size": "default",
+        "text": "Sarah leads the core product experience team with over 8 years of experience building human-centered software. She specializes in design systems, accessibility, and interactive prototyping. Outside of work, she enjoys urban photography and mentoring emerging designers."
+      },
+      {
+        "id": "separator-1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "message-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "message-header",
+          "message-form"
+        ]
+      },
+      {
+        "id": "message-header",
+        "component": "CardHeader",
+        "title": "Send a Message",
+        "subtitle": "Reach out directly to Sarah via internal messaging"
+      },
+      {
+        "id": "message-form",
+        "component": "Form",
+        "name": "direct-message-form",
+        "fields": [
+          "subject-control",
+          "message-control"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subject-input"
+      },
+      {
+        "id": "subject-input",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Quick question about project roadmap",
+        "type": "text"
+      },
+      {
+        "id": "message-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "message-input"
+      },
+      {
+        "id": "message-input",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Write your message here...",
+        "rows": 4
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-button"
+        ]
+      },
+      {
+        "id": "send-button",
+        "component": "Button",
+        "label": "Send Message",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..8a6426247
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,196 @@
+Here is a mid-morning performance dashboard designed for a shop owner to quickly review today's revenue and compare it against yesterday's stats.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-midmorning-checkin",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Retail Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-midmorning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-card",
+            "trend-chart-card",
+            "hourly-breakdown-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Mid-Morning Store Performance",
+          "subtitle": "As of Today, 10:30 AM"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "kpi-callout",
+            "kpi-comparison-tag"
+          ]
+        },
+        {
+          "id": "kpi-callout",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "$1,485.50 Today",
+          "description": "Total Revenue So Far (8:00 AM – 10:30 AM)"
+        },
+        {
+          "id": "kpi-comparison-tag",
+          "component": "Tag",
+          "text": "+$240.50 (+19.3%) vs Yesterday at 10:30 AM ($1,245.00)",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "trend-chart-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-heading",
+            "revenue-chart"
+          ]
+        },
+        {
+          "id": "chart-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Cumulative Revenue Pace"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Time",
+          "yLabel": "Revenue ($)",
+          "labels": [
+            "8:00 AM",
+            "9:00 AM",
+            "10:00 AM",
+            "10:30 AM"
+          ],
+          "series": [
+            "series-today",
+            "series-yesterday"
+          ]
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [
+            210,
+            680,
+            1250,
+            1485.5
+          ]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [
+            180,
+            540,
+            1020,
+            1245
+          ]
+        },
+        {
+          "id": "hourly-breakdown-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "table-heading",
+            "breakdown-table"
+          ]
+        },
+        {
+          "id": "table-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Hourly Comparison"
+        },
+        {
+          "id": "breakdown-table",
+          "component": "Table",
+          "columns": [
+            "col-time",
+            "col-today",
+            "col-yesterday",
+            "col-diff"
+          ]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time Window",
+          "type": "string",
+          "data": [
+            "8:00 - 9:00 AM",
+            "9:00 - 10:00 AM",
+            "10:00 - 10:30 AM"
+          ]
+        },
+        {
+          "id": "col-today",
+          "component": "Col",
+          "label": "Today",
+          "type": "string",
+          "data": [
+            "$470.00",
+            "$570.00",
+            "$235.50"
+          ]
+        },
+        {
+          "id": "col-yesterday",
+          "component": "Col",
+          "label": "Yesterday",
+          "type": "string",
+          "data": [
+            "$360.00",
+            "$480.00",
+            "$225.00"
+          ]
+        },
+        {
+          "id": "col-diff",
+          "component": "Col",
+          "label": "Difference",
+          "type": "string",
+          "data": [
+            "+$110.00",
+            "+$90.00",
+            "+$10.50"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..d1dbd6be2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,156 @@
+Here is a clean mid-morning dashboard screen for the shop owner showing today's revenue alongside a comparison to yesterday's performance at the exact same time.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "shop-owner-morning-checkin",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#10B981",
+      "agentDisplayName": "Shop Analytics"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "shop-owner-morning-checkin",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "kpi-card",
+          "chart-card",
+          "follow-ups"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Mid-Morning Store Performance",
+        "subtitle": "Today vs. Yesterday (as of 10:30 AM)"
+      },
+      {
+        "id": "kpi-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "kpi-title",
+          "kpi-value-row",
+          "kpi-comparison-callout"
+        ]
+      },
+      {
+        "id": "kpi-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Revenue So Far Today"
+      },
+      {
+        "id": "kpi-value-row",
+        "component": "Heading",
+        "level": "h1",
+        "text": "$1,485.50"
+      },
+      {
+        "id": "kpi-comparison-callout",
+        "component": "TextCallout",
+        "variant": "success",
+        "title": "+18.8% vs yesterday at 10:30 AM",
+        "description": "At this time yesterday, revenue was $1,250.00 (+$235.50 ahead today)."
+      },
+      {
+        "id": "chart-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "chart-title",
+          "hourly-chart"
+        ]
+      },
+      {
+        "id": "chart-title",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Cumulative Morning Revenue Pace"
+      },
+      {
+        "id": "hourly-chart",
+        "component": "BarChart",
+        "variant": "grouped",
+        "xLabel": "Hour",
+        "yLabel": "Revenue ($)",
+        "labels": [
+          "7:00 AM",
+          "8:00 AM",
+          "9:00 AM",
+          "10:00 AM (Current)"
+        ],
+        "series": [
+          "series-today",
+          "series-yesterday"
+        ]
+      },
+      {
+        "id": "series-today",
+        "component": "Series",
+        "category": "Today",
+        "values": [
+          140,
+          420,
+          910,
+          1485
+        ]
+      },
+      {
+        "id": "series-yesterday",
+        "component": "Series",
+        "category": "Yesterday",
+        "values": [
+          110,
+          350,
+          780,
+          1250
+        ]
+      },
+      {
+        "id": "follow-ups",
+        "component": "FollowUpBlock",
+        "items": [
+          "follow-up-1",
+          "follow-up-2",
+          "follow-up-3"
+        ]
+      },
+      {
+        "id": "follow-up-1",
+        "component": "FollowUpItem",
+        "text": "Show today's top-selling items"
+      },
+      {
+        "id": "follow-up-2",
+        "component": "FollowUpItem",
+        "text": "View transaction count vs yesterday"
+      },
+      {
+        "id": "follow-up-3",
+        "component": "FollowUpItem",
+        "text": "Check staff shift schedule"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..838e31807
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,138 @@
+Here is a mid-morning performance dashboard for your shop, comparing today's revenue so far against yesterday's figures at the same time.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Retail Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "stat-callout",
+            "revenue-chart",
+            "details-accordion",
+            "follow-ups"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Morning Sales Overview",
+          "subtitle": "Live snapshot as of 10:30 AM today"
+        },
+        {
+          "id": "stat-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "$1,480.00 Revenue Today",
+          "description": "Up +18.4% compared to $1,250.00 at 10:30 AM yesterday (+$230.00)."
+        },
+        {
+          "id": "revenue-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Time of Day",
+          "yLabel": "Revenue ($)",
+          "labels": ["8:00 AM", "9:00 AM", "10:00 AM", "10:30 AM (Pace)"],
+          "series": ["series-today", "series-yesterday"]
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [210, 540, 1120, 1480]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [180, 420, 950, 1250]
+        },
+        {
+          "id": "details-accordion",
+          "component": "Accordion",
+          "items": ["hourly-breakdown-item"]
+        },
+        {
+          "id": "hourly-breakdown-item",
+          "component": "AccordionItem",
+          "value": "hourly-table",
+          "trigger": "View Hourly Revenue Breakdown",
+          "content": ["hourly-table-component"]
+        },
+        {
+          "id": "hourly-table-component",
+          "component": "Table",
+          "columns": ["col-time", "col-today", "col-yesterday", "col-diff"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time Interval",
+          "type": "string",
+          "data": ["8:00 - 9:00 AM", "9:00 - 10:00 AM", "10:00 - 10:30 AM"]
+        },
+        {
+          "id": "col-today",
+          "component": "Col",
+          "label": "Today ($)",
+          "type": "number",
+          "data": [330, 580, 360]
+        },
+        {
+          "id": "col-yesterday",
+          "component": "Col",
+          "label": "Yesterday ($)",
+          "type": "number",
+          "data": [240, 530, 300]
+        },
+        {
+          "id": "col-diff",
+          "component": "Col",
+          "label": "Difference",
+          "type": "string",
+          "data": ["+$90 (+37.5%)", "+$50 (+9.4%)", "+$60 (+20.0%)"]
+        },
+        {
+          "id": "follow-ups",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "What are the top-selling items today?"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Show foot traffic stats"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Compare with last week's average"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..3dcd86073
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,148 @@
+Here is a mid-morning dashboard designed for a shop owner to quickly review today's revenue and performance compared to yesterday.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-owner-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Retail Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-owner-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-card",
+            "chart-card",
+            "followup-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Mid-Morning Store Overview",
+          "subtitle": "Today, Oct 24 • As of 10:30 AM"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "revenue-display",
+            "comparison-tag",
+            "kpi-summary"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Revenue So Far Today"
+        },
+        {
+          "id": "revenue-display",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$1,480.50"
+        },
+        {
+          "id": "comparison-tag",
+          "component": "Tag",
+          "text": "+18.5% vs Yesterday at 10:30 AM ($1,250.00)",
+          "variant": "success",
+          "size": "lg",
+          "icon": "trending-up"
+        },
+        {
+          "id": "kpi-summary",
+          "component": "TextContent",
+          "size": "small",
+          "text": "You are currently **$230.50 ahead** of yesterday's pace, driven by higher early morning foot traffic and coffee/pastry combo orders."
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "chart-title",
+            "line-chart"
+          ]
+        },
+        {
+          "id": "chart-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Hourly Revenue Pace Comparison"
+        },
+        {
+          "id": "line-chart",
+          "component": "LineChart",
+          "labels": ["6:00 AM", "7:00 AM", "8:00 AM", "9:00 AM", "10:00 AM", "10:30 AM"],
+          "series": [
+            "series-today",
+            "series-yesterday"
+          ],
+          "variant": "natural",
+          "xLabel": "Time of Day",
+          "yLabel": "Cumulative Revenue ($)"
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [120, 350, 720, 1100, 1380, 1480]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [90, 280, 580, 910, 1180, 1250]
+        },
+        {
+          "id": "followup-section",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "View top selling items today"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Compare transaction count vs yesterday"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Check current inventory levels"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..679884023
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r1.txt
@@ -0,0 +1,122 @@
+Here is a personal focus view tailored to help you concentrate on and complete your single most urgent task.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Focus Mode"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "task_card",
+            "actions"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Current Focus",
+          "subtitle": "Eliminate distractions and complete your highest priority task."
+        },
+        {
+          "id": "task_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "task_badges",
+            "task_title",
+            "task_description",
+            "divider",
+            "deadline_info"
+          ]
+        },
+        {
+          "id": "task_badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "status_badge",
+            "urgency_badge"
+          ]
+        },
+        {
+          "id": "status_badge",
+          "component": "Badge",
+          "text": "In Progress",
+          "variant": "default"
+        },
+        {
+          "id": "urgency_badge",
+          "component": "Tag",
+          "text": "High Priority",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "task_title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Finalize Q3 Client Proposal & Deliverables"
+        },
+        {
+          "id": "task_description",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Review budget projections, update timeline milestones, and export the final PDF presentation for the client sign-off meeting."
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "deadline_info",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Deadline Approaching",
+          "description": "Due today at 5:00 PM (In 2 hours)"
+        },
+        {
+          "id": "actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "complete_button"
+          ]
+        },
+        {
+          "id": "complete_button",
+          "component": "Button",
+          "label": "Mark Task as Done",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..ca4df0252
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r2.txt
@@ -0,0 +1,193 @@
+I have created a dedicated personal focus view centered entirely around your top priority task.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-focus-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Focus Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-focus-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "alert-banner",
+            "task-card",
+            "action-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Current Focus",
+          "subtitle": "Single-task execution view to eliminate distractions"
+        },
+        {
+          "id": "alert-banner",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "High Priority Task Requires Attention",
+          "description": "This task is approaching its deadline. Focus on completing this item before moving on."
+        },
+        {
+          "id": "task-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "task-tags",
+            "task-heading",
+            "task-description",
+            "task-separator",
+            "task-details-list"
+          ]
+        },
+        {
+          "id": "task-tags",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "urgent-tag",
+            "status-badge"
+          ]
+        },
+        {
+          "id": "urgent-tag",
+          "component": "Tag",
+          "text": "Most Urgent",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "status-badge",
+          "component": "Badge",
+          "text": "In Progress",
+          "variant": "default"
+        },
+        {
+          "id": "task-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Finalize Q3 Financial Report & Executive Deck"
+        },
+        {
+          "id": "task-description",
+          "component": "TextContent",
+          "text": "Complete the detailed revenue reconciliation, update the quarterly forecast charts, and compile the final summary slide deck for tomorrow morning's leadership meeting.",
+          "size": "default"
+        },
+        {
+          "id": "task-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "task-details-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "item-deadline",
+            "item-status",
+            "item-project"
+          ]
+        },
+        {
+          "id": "item-deadline",
+          "component": "ListItem",
+          "title": "Deadline: Today at 5:00 PM (In 2 Hours)",
+          "subtitle": "Strict due time — required for pre-meeting distribution"
+        },
+        {
+          "id": "item-status",
+          "component": "ListItem",
+          "title": "Current Status: In Progress (80% Complete)",
+          "subtitle": "Financial data verified; final slide review pending"
+        },
+        {
+          "id": "item-project",
+          "component": "ListItem",
+          "title": "Project: Q3 Executive Briefings",
+          "subtitle": "Assigned by Operations Team"
+        },
+        {
+          "id": "action-form",
+          "component": "Form",
+          "name": "complete-task-form",
+          "fields": [
+            "notes-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "notes-control",
+          "component": "FormControl",
+          "label": "Completion Notes (Optional)",
+          "input": "completion-notes",
+          "hint": "Add any relevant links or final thoughts before closing this task."
+        },
+        {
+          "id": "completion-notes",
+          "component": "TextArea",
+          "name": "completionNotes",
+          "placeholder": "e.g., Updated deck attached in Drive and sent to team...",
+          "rows": 2
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "mark-done-btn",
+            "snooze-btn"
+          ]
+        },
+        {
+          "id": "mark-done-btn",
+          "component": "Button",
+          "label": "Mark Task as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "submit",
+              "status": "completed"
+            }
+          ]
+        },
+        {
+          "id": "snooze-btn",
+          "component": "Button",
+          "label": "Remind Me in 30m",
+          "variant": "tertiary",
+          "size": "large",
+          "action": [
+            {
+              "type": "snooze",
+              "minutes": 30
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..9c6230ef4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r3.txt
@@ -0,0 +1,117 @@
+Here is a personal focus view UI for your single most urgent task.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "task-focus-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Focus Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "task-focus-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-callout",
+            "task-header",
+            "task-meta-card",
+            "separator-1",
+            "task-details",
+            "action-buttons"
+          ]
+        },
+        {
+          "id": "header-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "High Priority Task",
+          "description": "Requires your immediate attention today."
+        },
+        {
+          "id": "task-header",
+          "component": "CardHeader",
+          "title": "Prepare Q3 Financial Performance Report",
+          "subtitle": "Project: Corporate Operations & Strategy"
+        },
+        {
+          "id": "task-meta-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "deadline-tag",
+            "status-tag"
+          ]
+        },
+        {
+          "id": "deadline-tag",
+          "component": "Tag",
+          "text": "Deadline: Today at 5:00 PM",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "Status: In Progress",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "task-details",
+          "component": "TextContent",
+          "text": "Compile revenue breakdown, expenditure summary, and projected Q4 budget adjustments for executive review.",
+          "size": "default"
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "mark-done-btn",
+            "snooze-btn"
+          ]
+        },
+        {
+          "id": "mark-done-btn",
+          "component": "Button",
+          "label": "Mark as Completed",
+          "variant": "primary",
+          "size": "large",
+          "action": ["mark_completed"]
+        },
+        {
+          "id": "snooze-btn",
+          "component": "Button",
+          "label": "Snooze 30m",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["snooze"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..5c8a0a50e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-task__r4.txt
@@ -0,0 +1,100 @@
+Here is a personal focus view designed to help you concentrate on your single most urgent task.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "task_card",
+            "action_buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Focus Mode",
+          "subtitle": "Single-task execution to keep you on track"
+        },
+        {
+          "id": "task_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "status_badge",
+            "task_title",
+            "task_description",
+            "divider",
+            "deadline_info"
+          ]
+        },
+        {
+          "id": "status_badge",
+          "component": "Badge",
+          "text": "Status: In Progress",
+          "variant": "default"
+        },
+        {
+          "id": "task_title",
+          "component": "Heading",
+          "text": "Finalize Q3 Product Roadmap & Strategy Deck",
+          "level": "h2"
+        },
+        {
+          "id": "task_description",
+          "component": "TextContent",
+          "text": "Review feedback from cross-functional leads, update the milestone timeline, and prepare the final slide deck for executive approval.",
+          "size": "default"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "deadline_info",
+          "component": "Alert",
+          "title": "Deadline Today at 5:00 PM",
+          "description": "High Priority — Requires final sign-off before end of business day.",
+          "variant": "warning"
+        },
+        {
+          "id": "action_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn_mark_done"
+          ]
+        },
+        {
+          "id": "btn_mark_done",
+          "component": "Button",
+          "label": "Mark Task as Done",
+          "variant": "primary",
+          "type": "normal",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..86ac86fee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,104 @@
+Here is the current platform status overview:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Platform Engineering Team"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "uptime-card",
+            "incident-section"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "CardHeader",
+          "title": "Platform Infrastructure Status",
+          "subtitle": "Real-time metrics and service health summary"
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "uptime-header",
+            "uptime-metric",
+            "uptime-progress",
+            "uptime-badge"
+          ]
+        },
+        {
+          "id": "uptime-header",
+          "component": "Heading",
+          "text": "Core API Uptime (Current Month)",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-metric",
+          "component": "Heading",
+          "text": "99.94%",
+          "level": "h1"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.94,
+          "label": "SLA Target: 99.90%"
+        },
+        {
+          "id": "uptime-badge",
+          "component": "Tag",
+          "text": "Meeting SLA",
+          "variant": "success"
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "incident-heading",
+            "incident-callout"
+          ]
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "API Gateway Elevated Latency (Resolved)",
+          "description": "On October 24, 2023 at 14:15 UTC, the primary API gateway experienced elevated latency and intermittent 502 errors due to a misconfigured connection pool during a routine scaling event. Traffic was re-routed to the fallback gateway cluster, and full operational service was restored by 14:38 UTC (total duration: 23 minutes)."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..ee745fca3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,208 @@
+Here is a status page dashboard for the platform team showing the current API uptime percentage and details regarding the most recent incident.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status-page",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Platform Engineering Status"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "metrics-card",
+            "incident-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title-wrapper"
+          ]
+        },
+        {
+          "id": "header-title-wrapper",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-text",
+            "system-status-badge"
+          ]
+        },
+        {
+          "id": "header-text",
+          "component": "CardHeader",
+          "title": "Platform Infrastructure Status",
+          "subtitle": "Real-time health, uptime metrics, and incident reports for core API services."
+        },
+        {
+          "id": "system-status-badge",
+          "component": "Tag",
+          "text": "All Systems Operational",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "metrics-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "metrics-header",
+            "uptime-summary-row",
+            "uptime-progress",
+            "metrics-separator",
+            "uptime-chart"
+          ]
+        },
+        {
+          "id": "metrics-header",
+          "component": "CardHeader",
+          "title": "API Uptime (Current Month)",
+          "subtitle": "Target SLA: 99.90%"
+        },
+        {
+          "id": "uptime-summary-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "baseline",
+          "gap": "s",
+          "children": [
+            "uptime-percentage",
+            "uptime-status-tag"
+          ]
+        },
+        {
+          "id": "uptime-percentage",
+          "component": "Heading",
+          "text": "99.94%",
+          "level": "h1"
+        },
+        {
+          "id": "uptime-status-tag",
+          "component": "Tag",
+          "text": "Meeting SLA",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.94,
+          "label": "99.94% Uptime across all API clusters"
+        },
+        {
+          "id": "metrics-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "uptime-chart",
+          "component": "BarChart",
+          "xLabel": "Week",
+          "yLabel": "Uptime %",
+          "variant": "grouped",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4 (Current)"],
+          "series": ["series-uptime"]
+        },
+        {
+          "id": "series-uptime",
+          "component": "Series",
+          "category": "API Availability %",
+          "values": [99.98, 99.89, 99.95, 99.94]
+        },
+        {
+          "id": "incident-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incident-header",
+            "incident-callout",
+            "incident-details-accordion"
+          ]
+        },
+        {
+          "id": "incident-header",
+          "component": "CardHeader",
+          "title": "Most Recent Incident",
+          "subtitle": "Last reported issue affecting API response times"
+        },
+        {
+          "id": "incident-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Resolved: High Latency on Core API Gateway",
+          "description": "Resolved on Oct 24, 2023 at 14:32 UTC. Connection pool exhaustion caused elevated 5xx error rates for 18 minutes."
+        },
+        {
+          "id": "incident-details-accordion",
+          "component": "Accordion",
+          "items": ["incident-timeline-item"]
+        },
+        {
+          "id": "incident-timeline-item",
+          "component": "AccordionItem",
+          "value": "incident-timeline",
+          "trigger": "View Incident Timeline & Resolution Details",
+          "content": ["incident-steps"]
+        },
+        {
+          "id": "incident-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "14:14 UTC - Incident Identified",
+          "details": "Automated alerts triggered for elevated 504 Gateway Timeouts on /v1/transactions routes."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "14:22 UTC - Mitigation Applied",
+          "details": "Platform team increased database proxy pool sizes and recycled stalled worker nodes."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "14:32 UTC - Resolved",
+          "details": "Latency restored to normal parameters (<45ms). Continuous monitoring confirmed stable throughput."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..6c4c4fa56
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,140 @@
+Here is a status page interface for the platform team, showing the current month's API uptime percentage and details regarding the most recent incident.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "uptime-section",
+            "divider-1",
+            "incident-section",
+            "divider-2",
+            "follow-ups"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Platform Engineering — System Status",
+          "subtitle": "Real-time service health and operational metrics"
+        },
+        {
+          "id": "uptime-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "uptime-header-tag",
+            "uptime-value",
+            "uptime-progress",
+            "uptime-note"
+          ]
+        },
+        {
+          "id": "uptime-header-tag",
+          "component": "Tag",
+          "text": "Core API Health — Current Month",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "uptime-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "99.94% Uptime"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.94,
+          "label": "Target SLA: 99.90%"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Calculated across all public REST and GraphQL endpoints for the current calendar month."
+        },
+        {
+          "id": "divider-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "incident-title",
+            "incident-callout"
+          ]
+        },
+        {
+          "id": "incident-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Most Recent Incident"
+        },
+        {
+          "id": "incident-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "API Gateway Latency Spike & Rate Limit Failures",
+          "description": "Resolved on Oct 24, 2023 at 14:32 UTC (Duration: 28 minutes). High memory utilization on ingress routers caused transient 502 errors and elevated response latencies. Resolved by scaling gateway pods and adjusting memory limits."
+        },
+        {
+          "id": "divider-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "follow-ups",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "View detailed incident post-mortem"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Check uptime history for previous months"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Subscribe to platform status alerts"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..2aab76031
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,110 @@
+Here is the platform team status page highlighting the current uptime and details on the most recent incident.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "uptime-card",
+            "incident-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Platform Engineering Status",
+          "subtitle": "Real-time service health and operational summary"
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "uptime-header",
+            "uptime-progress",
+            "uptime-badges"
+          ]
+        },
+        {
+          "id": "uptime-header",
+          "component": "Heading",
+          "level": "h3",
+          "text": "API Uptime (This Month): 99.94%"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.94,
+          "label": "Monthly SLA Target: 99.90%"
+        },
+        {
+          "id": "uptime-badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "status-tag",
+            "target-tag"
+          ]
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "All Systems Operational",
+          "variant": "success"
+        },
+        {
+          "id": "target-tag",
+          "component": "Tag",
+          "text": "SLA Target Met",
+          "variant": "info"
+        },
+        {
+          "id": "incident-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "incident-heading",
+            "incident-callout"
+          ]
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Most Recent Incident"
+        },
+        {
+          "id": "incident-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "API Gateway Latency Spike",
+          "description": "An unexpected traffic surge caused elevated latency on the API Gateway. Load balancing configurations were adjusted to redistribute traffic. Resolved on Oct 24, 2023, at 14:32 UTC."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..f00aec4f0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r1.txt
@@ -0,0 +1,224 @@
+Here is your morning weather brief for Bengaluru, formatted into a clean, modern UI dashboard.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "bengaluru-weather-brief",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Weather Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "bengaluru-weather-brief",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container",
+            "sun-card",
+            "followup-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "card-header",
+            "hero-badge",
+            "hero-temp-content",
+            "weather-callout"
+          ]
+        },
+        {
+          "id": "card-header",
+          "component": "CardHeader",
+          "title": "Bengaluru Weather Brief",
+          "subtitle": "Morning Updates & 3-Day Forecast"
+        },
+        {
+          "id": "hero-badge",
+          "component": "Badge",
+          "text": "Partly Cloudy • Pleasant",
+          "variant": "secondary"
+        },
+        {
+          "id": "hero-temp-content",
+          "component": "TextContent",
+          "text": "## 24°C\n**Feels like 25°C** | Humidity: 68% | Wind: 12 km/h E",
+          "size": "large"
+        },
+        {
+          "id": "weather-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Good Morning!",
+          "description": "A comfortable and breeze-filled morning in Bengaluru. Moderate cloud cover expected through the afternoon with low chance of rain today."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-forecast-chart",
+            "tab-forecast-details"
+          ]
+        },
+        {
+          "id": "tab-forecast-chart",
+          "component": "TabItem",
+          "value": "chart",
+          "trigger": "3-Day Temperature Outlook",
+          "content": [
+            "forecast-chart-card"
+          ]
+        },
+        {
+          "id": "forecast-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "series-high",
+            "series-low",
+            "forecast-bar-chart"
+          ]
+        },
+        {
+          "id": "series-high",
+          "component": "Series",
+          "category": "High (°C)",
+          "values": [29, 30, 28]
+        },
+        {
+          "id": "series-low",
+          "component": "Series",
+          "category": "Low (°C)",
+          "values": [19, 18, 19]
+        },
+        {
+          "id": "forecast-bar-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Temperature (°C)",
+          "labels": ["Tomorrow", "Day 2", "Day 3"],
+          "series": [
+            "series-high",
+            "series-low"
+          ]
+        },
+        {
+          "id": "tab-forecast-details",
+          "component": "TabItem",
+          "value": "details",
+          "trigger": "Detailed Outlook",
+          "content": [
+            "forecast-list-card"
+          ]
+        },
+        {
+          "id": "forecast-list-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "none",
+          "children": [
+            "forecast-list"
+          ]
+        },
+        {
+          "id": "forecast-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "day1-item",
+            "day2-item",
+            "day3-item"
+          ]
+        },
+        {
+          "id": "day1-item",
+          "component": "ListItem",
+          "title": "Tomorrow: 29°C / 19°C",
+          "subtitle": "Mostly sunny with light afternoon breeze."
+        },
+        {
+          "id": "day2-item",
+          "component": "ListItem",
+          "title": "Day 2: 30°C / 18°C",
+          "subtitle": "Clear skies throughout the day."
+        },
+        {
+          "id": "day3-item",
+          "component": "ListItem",
+          "title": "Day 3: 28°C / 19°C",
+          "subtitle": "Scattered clouds with localized evening showers."
+        },
+        {
+          "id": "sun-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sun-heading",
+            "sun-details",
+            "sun-progress"
+          ]
+        },
+        {
+          "id": "sun-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Sun Schedule"
+        },
+        {
+          "id": "sun-details",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise:** 06:12 AM  \n🌇 **Sunset:** 06:34 PM",
+          "size": "default"
+        },
+        {
+          "id": "sun-progress",
+          "component": "Progress",
+          "value": 35,
+          "label": "Daylight Elapsed (~35%)"
+        },
+        {
+          "id": "followup-section",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "What is the air quality index (AQI) today?"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Show me the hourly forecast for Bengaluru"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..44be9db02
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r2.txt
@@ -0,0 +1,157 @@
+Here is a morning weather brief screen for Bengaluru.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "weather-brief-bengaluru",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "weather-brief-bengaluru",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "current-weather-card",
+          "sun-times-card",
+          "forecast-header",
+          "forecast-table"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Bengaluru Morning Weather Brief",
+        "subtitle": "Today's current conditions, solar times, and 3-day outlook"
+      },
+      {
+        "id": "current-weather-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "current-weather-badge",
+          "current-temp-heading",
+          "current-weather-desc"
+        ]
+      },
+      {
+        "id": "current-weather-badge",
+        "component": "Badge",
+        "text": "Current Conditions",
+        "variant": "secondary"
+      },
+      {
+        "id": "current-temp-heading",
+        "component": "Heading",
+        "level": "h1",
+        "text": "22°C"
+      },
+      {
+        "id": "current-weather-desc",
+        "component": "TextContent",
+        "size": "large",
+        "text": "Partly Cloudy • Humidity: 78% • Wind: 12 km/h ENE"
+      },
+      {
+        "id": "sun-times-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "sunrise-tag",
+          "sunset-tag"
+        ]
+      },
+      {
+        "id": "sunrise-tag",
+        "component": "Tag",
+        "text": "Sunrise: 06:18 AM",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "sunset-tag",
+        "component": "Tag",
+        "text": "Sunset: 06:32 PM",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "forecast-header",
+        "component": "Heading",
+        "level": "h3",
+        "text": "3-Day Outlook"
+      },
+      {
+        "id": "forecast-table",
+        "component": "Table",
+        "columns": [
+          "col-day",
+          "col-cond",
+          "col-temp",
+          "col-rain"
+        ]
+      },
+      {
+        "id": "col-day",
+        "component": "Col",
+        "label": "Day",
+        "type": "string",
+        "data": [
+          "Today",
+          "Tomorrow",
+          "Day 3"
+        ]
+      },
+      {
+        "id": "col-cond",
+        "component": "Col",
+        "label": "Conditions",
+        "type": "string",
+        "data": [
+          "Partly Cloudy / Afternoon Shower",
+          "Mostly Sunny",
+          "Scattered Thunderstorms"
+        ]
+      },
+      {
+        "id": "col-temp",
+        "component": "Col",
+        "label": "High / Low",
+        "type": "string",
+        "data": [
+          "28°C / 19°C",
+          "29°C / 18°C",
+          "27°C / 19°C"
+        ]
+      },
+      {
+        "id": "col-rain",
+        "component": "Col",
+        "label": "Precipitation",
+        "type": "string",
+        "data": [
+          "40%",
+          "10%",
+          "60%"
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..e485101fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r3.txt
@@ -0,0 +1,185 @@
+Here is your morning weather brief for Bengaluru, formatted into a clean, single-screen dashboard view.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-bengaluru",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Morning Weather Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-bengaluru",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "current_weather_card",
+            "sun_times_card",
+            "separator_1",
+            "forecast_section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Bengaluru Weather Brief",
+          "subtitle": "Morning Update • Today's Outlook & Forecast"
+        },
+        {
+          "id": "current_weather_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "current_temp_heading",
+            "current_condition_tags",
+            "current_desc"
+          ]
+        },
+        {
+          "id": "current_temp_heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "24°C"
+        },
+        {
+          "id": "current_condition_tags",
+          "component": "TagBlock",
+          "tags": [
+            "Partly Cloudy",
+            "Humidity: 68%",
+            "Wind: 12 km/h E"
+          ]
+        },
+        {
+          "id": "current_desc",
+          "component": "TextContent",
+          "text": "Pleasant morning with a gentle easterly breeze. Expect slight afternoon cloud cover with low chance of rain today.",
+          "size": "default"
+        },
+        {
+          "id": "sun_times_card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": [
+            "sunrise_box",
+            "sunset_box"
+          ]
+        },
+        {
+          "id": "sunrise_box",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "sunrise_label",
+            "sunrise_time"
+          ]
+        },
+        {
+          "id": "sunrise_label",
+          "component": "Label",
+          "text": "Sunrise"
+        },
+        {
+          "id": "sunrise_time",
+          "component": "Heading",
+          "level": "h3",
+          "text": "06:12 AM"
+        },
+        {
+          "id": "sunset_box",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "sunset_label",
+            "sunset_time"
+          ]
+        },
+        {
+          "id": "sunset_label",
+          "component": "Label",
+          "text": "Sunset"
+        },
+        {
+          "id": "sunset_time",
+          "component": "Heading",
+          "level": "h3",
+          "text": "06:38 PM"
+        },
+        {
+          "id": "separator_1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "forecast_section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "forecast_heading",
+            "forecast_list"
+          ]
+        },
+        {
+          "id": "forecast_heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "3-Day Outlook"
+        },
+        {
+          "id": "forecast_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "day1_item",
+            "day2_item",
+            "day3_item"
+          ]
+        },
+        {
+          "id": "day1_item",
+          "component": "ListItem",
+          "title": "Tomorrow (Day 1)",
+          "subtitle": "28°C / 19°C • Partly Cloudy with isolated afternoon showers"
+        },
+        {
+          "id": "day2_item",
+          "component": "ListItem",
+          "title": "Day 2",
+          "subtitle": "29°C / 18°C • Mostly Sunny and pleasant breeze"
+        },
+        {
+          "id": "day3_item",
+          "component": "ListItem",
+          "title": "Day 3",
+          "subtitle": "27°C / 19°C • Scatthered Thunderstorms expected in late evening"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..003723897
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b1-weather__r4.txt
@@ -0,0 +1,266 @@
+Here is your morning weather brief for Bengaluru, including current conditions, a 3-day forecast, and solar timings.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-bengaluru",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Weather Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-bengaluru",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "current-weather-card",
+            "tabs-section",
+            "follow-up-suggestions"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "CardHeader",
+          "title": "Bengaluru Morning Weather Brief",
+          "subtitle": "Thursday, October 24 • Live Updates"
+        },
+        {
+          "id": "current-weather-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "current-weather-main",
+            "current-tags-row",
+            "separator-1",
+            "sun-times-heading",
+            "sun-times-row"
+          ]
+        },
+        {
+          "id": "current-weather-main",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "temp-details",
+            "weather-badge"
+          ]
+        },
+        {
+          "id": "temp-details",
+          "component": "Heading",
+          "text": "23°C",
+          "level": "h1"
+        },
+        {
+          "id": "weather-badge",
+          "component": "Badge",
+          "text": "Partly Cloudy ⛅",
+          "variant": "default"
+        },
+        {
+          "id": "current-tags-row",
+          "component": "TagBlock",
+          "tags": [
+            "Feels like 24°C",
+            "Humidity: 78%",
+            "Wind: 12 km/h ESE",
+            "AQI: 42 (Good)"
+          ]
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "sun-times-heading",
+          "component": "Heading",
+          "text": "Sun & Solar Timings",
+          "level": "h4"
+        },
+        {
+          "id": "sun-times-row",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "sunrise-item",
+            "sunset-item"
+          ]
+        },
+        {
+          "id": "sunrise-item",
+          "component": "ListItem",
+          "title": "Sunrise",
+          "subtitle": "06:12 AM"
+        },
+        {
+          "id": "sunset-item",
+          "component": "ListItem",
+          "title": "Sunset",
+          "subtitle": "05:58 PM"
+        },
+        {
+          "id": "tabs-section",
+          "component": "Tabs",
+          "items": [
+            "forecast-tab",
+            "hourly-tab"
+          ]
+        },
+        {
+          "id": "forecast-tab",
+          "component": "TabItem",
+          "value": "3day",
+          "trigger": "3-Day Outlook",
+          "content": [
+            "forecast-table"
+          ]
+        },
+        {
+          "id": "forecast-table",
+          "component": "Table",
+          "columns": [
+            "col-day",
+            "col-cond",
+            "col-high",
+            "col-low",
+            "col-rain"
+          ]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": [
+            "Fri (Tomorrow)",
+            "Sat",
+            "Sun"
+          ]
+        },
+        {
+          "id": "col-cond",
+          "component": "Col",
+          "label": "Condition",
+          "type": "string",
+          "data": [
+            "Scattered Showers 🌦️",
+            "Partly Cloudy ⛅",
+            "Mostly Sunny ☀️"
+          ]
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "type": "string",
+          "data": [
+            "28°C",
+            "29°C",
+            "30°C"
+          ]
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "type": "string",
+          "data": [
+            "19°C",
+            "18°C",
+            "19°C"
+          ]
+        },
+        {
+          "id": "col-rain",
+          "component": "Col",
+          "label": "Rain Chance",
+          "type": "string",
+          "data": [
+            "40%",
+            "20%",
+            "10%"
+          ]
+        },
+        {
+          "id": "hourly-tab",
+          "component": "TabItem",
+          "value": "hourly",
+          "trigger": "Today's Temp Trend",
+          "content": [
+            "temp-trend-chart"
+          ]
+        },
+        {
+          "id": "temp-trend-chart",
+          "component": "LineChart",
+          "xLabel": "Time of Day",
+          "yLabel": "Temperature (°C)",
+          "variant": "natural",
+          "labels": [
+            "6 AM",
+            "9 AM",
+            "12 PM",
+            "3 PM",
+            "6 PM",
+            "9 PM"
+          ],
+          "series": [
+            "series-temp"
+          ]
+        },
+        {
+          "id": "series-temp",
+          "component": "Series",
+          "category": "Temperature",
+          "values": [
+            20,
+            24,
+            28,
+            27,
+            24,
+            21
+          ]
+        },
+        {
+          "id": "follow-up-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "follow-up-1",
+            "follow-up-2"
+          ]
+        },
+        {
+          "id": "follow-up-1",
+          "component": "FollowUpItem",
+          "text": "Will it rain in Bengaluru today?"
+        },
+        {
+          "id": "follow-up-2",
+          "component": "FollowUpItem",
+          "text": "Show weekly air quality forecast"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..2a9909734
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r1.txt
@@ -0,0 +1,544 @@
+Here is a personal budget dashboard that provides a clear overview of your monthly spending, visual breakdown by category, highlighted single largest expense, month switcher, and an interactive expense addition form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-budget-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-budget-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "overview-row",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Personal Budget Tracker",
+          "subtitle": "Track your spending, review monthly trends, and manage budget goals."
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "month-select-control",
+            "add-expense-drawer"
+          ]
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Selected Month",
+          "hint": "Switch month to view historical budget data",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "selectedMonth",
+          "value": "October 2023",
+          "items": [
+            "month-aug",
+            "month-sep",
+            "month-oct"
+          ]
+        },
+        {
+          "id": "month-aug",
+          "component": "SelectItem",
+          "label": "August 2023",
+          "value": "August 2023"
+        },
+        {
+          "id": "month-sep",
+          "component": "SelectItem",
+          "label": "September 2023",
+          "value": "September 2023"
+        },
+        {
+          "id": "month-oct",
+          "component": "SelectItem",
+          "label": "October 2023",
+          "value": "October 2023"
+        },
+        {
+          "id": "add-expense-drawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "+ Add Expense",
+          "title": "Log a New Expense",
+          "description": "Enter the details of your transaction below to update your budget.",
+          "content": [
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "newExpenseForm",
+          "fields": [
+            "field-title",
+            "field-amount",
+            "field-category",
+            "field-date"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Expense Description",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "expenseTitle",
+          "placeholder": "e.g., Whole Foods Grocery Run",
+          "type": "text"
+        },
+        {
+          "id": "field-amount",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "input-amount"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "expenseAmount",
+          "placeholder": "0.00",
+          "type": "number"
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "input-category"
+        },
+        {
+          "id": "input-category",
+          "component": "Select",
+          "name": "expenseCategory",
+          "placeholder": "Select category",
+          "items": [
+            "cat-housing",
+            "cat-food",
+            "cat-trans",
+            "cat-util",
+            "cat-ent",
+            "cat-shop"
+          ]
+        },
+        {
+          "id": "cat-housing",
+          "component": "SelectItem",
+          "label": "Housing & Rent",
+          "value": "Housing & Rent"
+        },
+        {
+          "id": "cat-food",
+          "component": "SelectItem",
+          "label": "Groceries & Dining",
+          "value": "Groceries & Dining"
+        },
+        {
+          "id": "cat-trans",
+          "component": "SelectItem",
+          "label": "Transportation",
+          "value": "Transportation"
+        },
+        {
+          "id": "cat-util",
+          "component": "SelectItem",
+          "label": "Utilities & Bills",
+          "value": "Utilities & Bills"
+        },
+        {
+          "id": "cat-ent",
+          "component": "SelectItem",
+          "label": "Entertainment & Leisure",
+          "value": "Entertainment & Leisure"
+        },
+        {
+          "id": "cat-shop",
+          "component": "SelectItem",
+          "label": "Shopping & Personal",
+          "value": "Shopping & Personal"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "expenseDate",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-expense"
+          ]
+        },
+        {
+          "id": "btn-submit-expense",
+          "component": "Button",
+          "label": "Save Expense",
+          "variant": "primary"
+        },
+        {
+          "id": "overview-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "budget-summary-card",
+            "largest-expense-card"
+          ]
+        },
+        {
+          "id": "budget-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "summary-header",
+            "budget-progress",
+            "budget-details-row"
+          ]
+        },
+        {
+          "id": "summary-header",
+          "component": "CardHeader",
+          "title": "Monthly Budget Progress",
+          "subtitle": "October 2023 Total Spending"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "$3,120 spent of $4,000 budget (78%)"
+        },
+        {
+          "id": "budget-details-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "around",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "stat-spent",
+            "stat-remaining",
+            "stat-limit"
+          ]
+        },
+        {
+          "id": "stat-spent",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "gap": "none",
+          "children": [
+            "stat-spent-val",
+            "stat-spent-lbl"
+          ]
+        },
+        {
+          "id": "stat-spent-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$3,120.00"
+        },
+        {
+          "id": "stat-spent-lbl",
+          "component": "Label",
+          "text": "Total Spent"
+        },
+        {
+          "id": "stat-remaining",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "gap": "none",
+          "children": [
+            "stat-rem-val",
+            "stat-rem-lbl"
+          ]
+        },
+        {
+          "id": "stat-rem-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$880.00"
+        },
+        {
+          "id": "stat-rem-lbl",
+          "component": "Label",
+          "text": "Remaining"
+        },
+        {
+          "id": "stat-limit",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "gap": "none",
+          "children": [
+            "stat-lim-val",
+            "stat-lim-lbl"
+          ]
+        },
+        {
+          "id": "stat-lim-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$4,000.00"
+        },
+        {
+          "id": "stat-lim-lbl",
+          "component": "Label",
+          "text": "Monthly Budget"
+        },
+        {
+          "id": "largest-expense-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "largest-header",
+            "callout-highlight",
+            "largest-details-card"
+          ]
+        },
+        {
+          "id": "largest-header",
+          "component": "CardHeader",
+          "title": "Single Largest Expense",
+          "subtitle": "Highest transaction this month"
+        },
+        {
+          "id": "callout-highlight",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest Single Outflow",
+          "description": "Housing & Rent represents 46.5% of your total expenditures this month."
+        },
+        {
+          "id": "largest-details-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "largest-info",
+            "largest-badge"
+          ]
+        },
+        {
+          "id": "largest-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "largest-title",
+            "largest-meta"
+          ]
+        },
+        {
+          "id": "largest-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Monthly Rent Payment"
+        },
+        {
+          "id": "largest-meta",
+          "component": "TextContent",
+          "text": "Category: **Housing & Rent**  \nDate: **Oct 1, 2023**",
+          "size": "small"
+        },
+        {
+          "id": "largest-badge",
+          "component": "Tag",
+          "text": "$1,450.00",
+          "size": "lg",
+          "variant": "warning"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-chart",
+            "tab-table"
+          ]
+        },
+        {
+          "id": "tab-chart",
+          "component": "TabItem",
+          "value": "chart-view",
+          "trigger": "Category Breakdown Chart",
+          "content": [
+            "chart-card"
+          ]
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "category-chart"
+          ]
+        },
+        {
+          "id": "category-chart",
+          "component": "BarChart",
+          "xLabel": "Categories",
+          "yLabel": "Amount Spent ($)",
+          "labels": [
+            "Housing & Rent",
+            "Groceries & Dining",
+            "Transportation",
+            "Utilities & Bills",
+            "Entertainment",
+            "Shopping"
+          ],
+          "series": [
+            "series-spent"
+          ]
+        },
+        {
+          "id": "series-spent",
+          "component": "Series",
+          "category": "Spent ($)",
+          "values": [
+            1450,
+            620,
+            310,
+            280,
+            240,
+            220
+          ]
+        },
+        {
+          "id": "tab-table",
+          "component": "TabItem",
+          "value": "table-view",
+          "trigger": "Category Breakdown Table",
+          "content": [
+            "table-card"
+          ]
+        },
+        {
+          "id": "table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "category-table"
+          ]
+        },
+        {
+          "id": "category-table",
+          "component": "Table",
+          "columns": [
+            "col-cat",
+            "col-spent",
+            "col-share"
+          ]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Housing & Rent",
+            "Groceries & Dining",
+            "Transportation",
+            "Utilities & Bills",
+            "Entertainment & Leisure",
+            "Shopping & Personal"
+          ]
+        },
+        {
+          "id": "col-spent",
+          "component": "Col",
+          "label": "Amount Spent",
+          "type": "string",
+          "data": [
+            "$1,450.00",
+            "$620.00",
+            "$310.00",
+            "$280.00",
+            "$240.00",
+            "$220.00"
+          ]
+        },
+        {
+          "id": "col-share",
+          "component": "Col",
+          "label": "% of Total",
+          "type": "string",
+          "data": [
+            "46.5%",
+            "19.9%",
+            "9.9%",
+            "9.0%",
+            "7.7%",
+            "7.0%"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..eaa523054
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r2.txt
@@ -0,0 +1,355 @@
+Here is a personal budget check dashboard designed to give you a complete overview of your monthly finances, spending breakdown, top expense, and quick actions to change months or record a new transaction.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Budget Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "overview-card",
+            "top-expense-card",
+            "category-card",
+            "add-expense-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "title-header",
+            "month-select-control"
+          ]
+        },
+        {
+          "id": "title-header",
+          "component": "CardHeader",
+          "title": "Personal Budget Check",
+          "subtitle": "Track monthly targets and manage your spending"
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Select Month",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "selectedMonth",
+          "value": "2023-10",
+          "size": "small",
+          "items": [
+            "month-opt-1",
+            "month-opt-2",
+            "month-opt-3",
+            "month-opt-4"
+          ]
+        },
+        {
+          "id": "month-opt-1",
+          "component": "SelectItem",
+          "value": "2023-08",
+          "label": "August 2023"
+        },
+        {
+          "id": "month-opt-2",
+          "component": "SelectItem",
+          "value": "2023-09",
+          "label": "September 2023"
+        },
+        {
+          "id": "month-opt-3",
+          "component": "SelectItem",
+          "value": "2023-10",
+          "label": "October 2023 (Current)"
+        },
+        {
+          "id": "month-opt-4",
+          "component": "SelectItem",
+          "value": "2023-11",
+          "label": "November 2023"
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "overview-header",
+            "budget-progress",
+            "budget-stats-row"
+          ]
+        },
+        {
+          "id": "overview-header",
+          "component": "CardHeader",
+          "title": "Monthly Summary",
+          "subtitle": "Overall progress against your target budget of $4,000.00"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of monthly limit used"
+        },
+        {
+          "id": "budget-stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "stat-spent",
+            "stat-budget",
+            "stat-remaining"
+          ]
+        },
+        {
+          "id": "stat-spent",
+          "component": "TextContent",
+          "text": "**Total Spent:** $3,120.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stat-budget",
+          "component": "TextContent",
+          "text": "**Total Budget:** $4,000.00",
+          "size": "default"
+        },
+        {
+          "id": "stat-remaining",
+          "component": "Tag",
+          "text": "$880.00 Remaining",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "top-expense-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "top-expense-header",
+            "top-expense-callout"
+          ]
+        },
+        {
+          "id": "top-expense-header",
+          "component": "CardHeader",
+          "title": "Largest Single Expense",
+          "subtitle": "Highest transaction recorded this month"
+        },
+        {
+          "id": "top-expense-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Housing Rent — $1,450.00",
+          "description": "Paid on Oct 1st via Bank Transfer (Accounts for ~46% of total monthly spend)"
+        },
+        {
+          "id": "category-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "category-header",
+            "category-chart"
+          ]
+        },
+        {
+          "id": "category-header",
+          "component": "CardHeader",
+          "title": "Spending Split by Category",
+          "subtitle": "Breakdown of expenditure across different categories"
+        },
+        {
+          "id": "category-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Housing",
+            "Groceries",
+            "Dining Out",
+            "Utilities",
+            "Entertainment",
+            "Transport"
+          ],
+          "values": [
+            1450,
+            620,
+            340,
+            280,
+            250,
+            180
+          ]
+        },
+        {
+          "id": "add-expense-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "add-expense-header",
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "add-expense-header",
+          "component": "CardHeader",
+          "title": "Add New Expense",
+          "subtitle": "Record a new transaction to instantly update your budget"
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "addExpenseForm",
+          "fields": [
+            "field-title",
+            "field-amount",
+            "field-category",
+            "field-date"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Expense Description",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "expenseTitle",
+          "placeholder": "e.g., Weekly Grocery Shopping"
+        },
+        {
+          "id": "field-amount",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "input-amount"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "type": "number",
+          "name": "expenseAmount",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "select-category"
+        },
+        {
+          "id": "select-category",
+          "component": "Select",
+          "name": "expenseCategory",
+          "placeholder": "Select category",
+          "items": [
+            "cat-opt-1",
+            "cat-opt-2",
+            "cat-opt-3",
+            "cat-opt-4",
+            "cat-opt-5",
+            "cat-opt-6"
+          ]
+        },
+        {
+          "id": "cat-opt-1",
+          "component": "SelectItem",
+          "value": "housing",
+          "label": "Housing"
+        },
+        {
+          "id": "cat-opt-2",
+          "component": "SelectItem",
+          "value": "groceries",
+          "label": "Groceries"
+        },
+        {
+          "id": "cat-opt-3",
+          "component": "SelectItem",
+          "value": "dining",
+          "label": "Dining Out"
+        },
+        {
+          "id": "cat-opt-4",
+          "component": "SelectItem",
+          "value": "utilities",
+          "label": "Utilities"
+        },
+        {
+          "id": "cat-opt-5",
+          "component": "SelectItem",
+          "value": "entertainment",
+          "label": "Entertainment"
+        },
+        {
+          "id": "cat-opt-6",
+          "component": "SelectItem",
+          "value": "transport",
+          "label": "Transport"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Transaction Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "expenseDate",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Add Expense",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..0d832ddfa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r3.txt
@@ -0,0 +1,393 @@
+Here is a complete personal budget dashboard interface that covers all your requested features: budget progress, category breakdown, highlighted largest expense, month switcher, and an expense addition form.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "personal-budget-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#10B981",
+      "agentDisplayName": "Personal Finance Tracker"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "personal-budget-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "budget-overview-card",
+          "highlight-card",
+          "tabs-card"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "header-title",
+          "month-selector-control"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Personal Budget Overview"
+      },
+      {
+        "id": "month-selector-control",
+        "component": "FormControl",
+        "label": "Select Month",
+        "input": "month-select"
+      },
+      {
+        "id": "month-select",
+        "component": "Select",
+        "name": "month_select",
+        "value": "oct_2023",
+        "size": "small",
+        "items": [
+          "month-opt-aug",
+          "month-opt-sep",
+          "month-opt-oct"
+        ]
+      },
+      {
+        "id": "month-opt-aug",
+        "component": "SelectItem",
+        "value": "aug_2023",
+        "label": "August 2023"
+      },
+      {
+        "id": "month-opt-sep",
+        "component": "SelectItem",
+        "value": "sep_2023",
+        "label": "September 2023"
+      },
+      {
+        "id": "month-opt-oct",
+        "component": "SelectItem",
+        "value": "oct_2023",
+        "label": "October 2023 (Current)"
+      },
+      {
+        "id": "budget-overview-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "budget-header",
+          "budget-progress",
+          "budget-details-text"
+        ]
+      },
+      {
+        "id": "budget-header",
+        "component": "CardHeader",
+        "title": "Monthly Spending Limit",
+        "subtitle": "Track your total expenditure against your set monthly target."
+      },
+      {
+        "id": "budget-progress",
+        "component": "Progress",
+        "value": 72.5,
+        "label": "72.5% of $4,000 Budget Used"
+      },
+      {
+        "id": "budget-details-text",
+        "component": "TextContent",
+        "text": "**Total Spent:** $2,900.00 / **Budget:** $4,000.00  \n*Remaining:* **$1,100.00**",
+        "size": "default"
+      },
+      {
+        "id": "highlight-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "highlight-callout"
+        ]
+      },
+      {
+        "id": "highlight-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Largest Expense Highlight",
+        "description": "Monthly Rent / Housing Payment: $1,450.00 (Accounts for 50% of total monthly spend)"
+      },
+      {
+        "id": "tabs-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-breakdown",
+          "tab-add-expense"
+        ]
+      },
+      {
+        "id": "tab-breakdown",
+        "component": "TabItem",
+        "value": "breakdown",
+        "trigger": "Category Breakdown",
+        "content": [
+          "breakdown-card"
+        ]
+      },
+      {
+        "id": "breakdown-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "pie-chart-breakdown",
+          "separator-breakdown",
+          "table-breakdown"
+        ]
+      },
+      {
+        "id": "pie-chart-breakdown",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "Housing & Rent",
+          "Groceries & Food",
+          "Utilities & Bills",
+          "Transportation",
+          "Entertainment & Leisure"
+        ],
+        "values": [
+          1450,
+          620,
+          310,
+          240,
+          280
+        ]
+      },
+      {
+        "id": "separator-breakdown",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "table-breakdown",
+        "component": "Table",
+        "columns": [
+          "col-category",
+          "col-amount",
+          "col-percentage"
+        ]
+      },
+      {
+        "id": "col-category",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "Housing & Rent",
+          "Groceries & Food",
+          "Utilities & Bills",
+          "Transportation",
+          "Entertainment & Leisure"
+        ]
+      },
+      {
+        "id": "col-amount",
+        "component": "Col",
+        "label": "Amount Spent ($)",
+        "type": "number",
+        "data": [
+          1450,
+          620,
+          310,
+          240,
+          280
+        ]
+      },
+      {
+        "id": "col-percentage",
+        "component": "Col",
+        "label": "% of Total",
+        "type": "string",
+        "data": [
+          "50.0%",
+          "21.4%",
+          "10.7%",
+          "8.3%",
+          "9.6%"
+        ]
+      },
+      {
+        "id": "tab-add-expense",
+        "component": "TabItem",
+        "value": "add-expense",
+        "trigger": "Add Expense",
+        "content": [
+          "add-expense-form-card"
+        ]
+      },
+      {
+        "id": "add-expense-form-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "expense-form"
+        ]
+      },
+      {
+        "id": "expense-form",
+        "component": "Form",
+        "name": "add_expense_form",
+        "fields": [
+          "field-title",
+          "field-amount",
+          "field-category",
+          "field-date"
+        ],
+        "buttons": "form-buttons-group"
+      },
+      {
+        "id": "field-title",
+        "component": "FormControl",
+        "label": "Expense Description",
+        "hint": "E.g., Grocery shopping, Gas refill",
+        "input": "input-title"
+      },
+      {
+        "id": "input-title",
+        "component": "Input",
+        "name": "expense_title",
+        "type": "text",
+        "placeholder": "Enter description..."
+      },
+      {
+        "id": "field-amount",
+        "component": "FormControl",
+        "label": "Amount ($)",
+        "input": "input-amount"
+      },
+      {
+        "id": "input-amount",
+        "component": "Input",
+        "name": "expense_amount",
+        "type": "number",
+        "placeholder": "0.00"
+      },
+      {
+        "id": "field-category",
+        "component": "FormControl",
+        "label": "Category",
+        "input": "select-category"
+      },
+      {
+        "id": "select-category",
+        "component": "Select",
+        "name": "expense_category",
+        "placeholder": "Select category...",
+        "items": [
+          "cat-opt-housing",
+          "cat-opt-groceries",
+          "cat-opt-utilities",
+          "cat-opt-transport",
+          "cat-opt-entertainment"
+        ]
+      },
+      {
+        "id": "cat-opt-housing",
+        "component": "SelectItem",
+        "value": "housing",
+        "label": "Housing & Rent"
+      },
+      {
+        "id": "cat-opt-groceries",
+        "component": "SelectItem",
+        "value": "groceries",
+        "label": "Groceries & Food"
+      },
+      {
+        "id": "cat-opt-utilities",
+        "component": "SelectItem",
+        "value": "utilities",
+        "label": "Utilities & Bills"
+      },
+      {
+        "id": "cat-opt-transport",
+        "component": "SelectItem",
+        "value": "transportation",
+        "label": "Transportation"
+      },
+      {
+        "id": "cat-opt-entertainment",
+        "component": "SelectItem",
+        "value": "entertainment",
+        "label": "Entertainment & Leisure"
+      },
+      {
+        "id": "field-date",
+        "component": "FormControl",
+        "label": "Date of Expense",
+        "input": "input-date"
+      },
+      {
+        "id": "input-date",
+        "component": "DatePicker",
+        "name": "expense_date",
+        "mode": "single"
+      },
+      {
+        "id": "form-buttons-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-expense-btn"
+        ]
+      },
+      {
+        "id": "submit-expense-btn",
+        "component": "Button",
+        "label": "Add Expense",
+        "variant": "primary",
+        "type": "normal",
+        "size": "medium",
+        "action": [
+          {
+            "event": "submit_expense"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..1d4b6f5b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-budget__r4.txt
@@ -0,0 +1,434 @@
+Here is a interactive personal budget dashboard that covers your current month status, category breakdown, highest expense highlight, month selection, and an add-expense form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-budget-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Budget Tracker"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-budget-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "overview-card",
+            "highlight-alert",
+            "main-tabs",
+            "add-expense-dialog"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "month-select-control"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Personal Budget Check",
+          "level": "h2"
+        },
+        {
+          "id": "month-select-control",
+          "component": "Select",
+          "name": "selectedMonth",
+          "placeholder": "Select Month",
+          "value": "oct-2023",
+          "size": "medium",
+          "items": [
+            "month-opt-1",
+            "month-opt-2",
+            "month-opt-3"
+          ]
+        },
+        {
+          "id": "month-opt-1",
+          "component": "SelectItem",
+          "value": "aug-2023",
+          "label": "August 2023"
+        },
+        {
+          "id": "month-opt-2",
+          "component": "SelectItem",
+          "value": "sep-2023",
+          "label": "September 2023"
+        },
+        {
+          "id": "month-opt-3",
+          "component": "SelectItem",
+          "value": "oct-2023",
+          "label": "October 2023 (Current)"
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "overview-header",
+            "budget-progress",
+            "budget-stats-row"
+          ]
+        },
+        {
+          "id": "overview-header",
+          "component": "CardHeader",
+          "title": "Monthly Budget Status",
+          "subtitle": "Track your overall spending against your $4,000 monthly limit"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of budget used ($3,120 / $4,000)"
+        },
+        {
+          "id": "budget-stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "stat-spent",
+            "stat-remaining"
+          ]
+        },
+        {
+          "id": "stat-spent",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Total Spent",
+          "description": "$3,120.00"
+        },
+        {
+          "id": "stat-remaining",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Remaining",
+          "description": "$880.00"
+        },
+        {
+          "id": "highlight-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Single Largest Expense: Rent Payment",
+          "description": "$1,450.00 spent on Oct 1st under Housing & Utilities (46.5% of total spend)"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-chart",
+            "tab-table"
+          ]
+        },
+        {
+          "id": "tab-chart",
+          "component": "TabItem",
+          "value": "breakdown-chart",
+          "trigger": "Category Breakdown (Chart)",
+          "content": [
+            "chart-card"
+          ]
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "bar-chart"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Spending Split by Category",
+          "subtitle": "Comparison of actual spend vs allocated category budget"
+        },
+        {
+          "id": "bar-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Amount ($)",
+          "labels": [
+            "Housing",
+            "Food & Dining",
+            "Transportation",
+            "Entertainment",
+            "Shopping",
+            "Savings"
+          ],
+          "series": [
+            "series-spent",
+            "series-budget"
+          ]
+        },
+        {
+          "id": "series-spent",
+          "component": "Series",
+          "category": "Spent ($)",
+          "values": [
+            1450,
+            620,
+            280,
+            190,
+            380,
+            200
+          ]
+        },
+        {
+          "id": "series-budget",
+          "component": "Series",
+          "category": "Budgeted ($)",
+          "values": [
+            1450,
+            600,
+            300,
+            250,
+            400,
+            1000
+          ]
+        },
+        {
+          "id": "tab-table",
+          "component": "TabItem",
+          "value": "breakdown-table",
+          "trigger": "Category Details (Table)",
+          "content": [
+            "table-card"
+          ]
+        },
+        {
+          "id": "table-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "table-view"
+          ]
+        },
+        {
+          "id": "table-view",
+          "component": "Table",
+          "columns": [
+            "col-category",
+            "col-spent",
+            "col-budget",
+            "col-share"
+          ]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Housing & Utilities",
+            "Food & Dining",
+            "Shopping",
+            "Transportation",
+            "Savings & Investment",
+            "Entertainment"
+          ]
+        },
+        {
+          "id": "col-spent",
+          "component": "Col",
+          "label": "Spent ($)",
+          "type": "number",
+          "data": [
+            1450,
+            620,
+            380,
+            280,
+            200,
+            190
+          ]
+        },
+        {
+          "id": "col-budget",
+          "component": "Col",
+          "label": "Budget ($)",
+          "type": "number",
+          "data": [
+            1450,
+            600,
+            400,
+            300,
+            1000,
+            250
+          ]
+        },
+        {
+          "id": "col-share",
+          "component": "Col",
+          "label": "% of Total",
+          "type": "string",
+          "data": [
+            "46.5%",
+            "19.9%",
+            "12.2%",
+            "9.0%",
+            "6.4%",
+            "6.0%"
+          ]
+        },
+        {
+          "id": "add-expense-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Add New Expense",
+          "triggerVariant": "default",
+          "title": "Add New Expense",
+          "description": "Log a new transaction to automatically update your current month's budget tracking.",
+          "content": [
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "newExpenseForm",
+          "fields": [
+            "field-title",
+            "field-amount",
+            "field-category",
+            "field-date"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Expense Description",
+          "hint": "e.g., Grocery store, Gas station",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "expenseTitle",
+          "placeholder": "Enter expense title",
+          "type": "text"
+        },
+        {
+          "id": "field-amount",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "hint": "Numeric amount spent",
+          "input": "input-amount"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "expenseAmount",
+          "placeholder": "0.00",
+          "type": "number"
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "input-category"
+        },
+        {
+          "id": "input-category",
+          "component": "Select",
+          "name": "expenseCategory",
+          "placeholder": "Select category",
+          "items": [
+            "cat-1",
+            "cat-2",
+            "cat-3",
+            "cat-4",
+            "cat-5"
+          ]
+        },
+        {
+          "id": "cat-1",
+          "component": "SelectItem",
+          "value": "housing",
+          "label": "Housing & Utilities"
+        },
+        {
+          "id": "cat-2",
+          "component": "SelectItem",
+          "value": "food",
+          "label": "Food & Dining"
+        },
+        {
+          "id": "cat-3",
+          "component": "SelectItem",
+          "value": "transportation",
+          "label": "Transportation"
+        },
+        {
+          "id": "cat-4",
+          "component": "SelectItem",
+          "value": "shopping",
+          "label": "Shopping"
+        },
+        {
+          "id": "cat-5",
+          "component": "SelectItem",
+          "value": "entertainment",
+          "label": "Entertainment"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Transaction Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "expenseDate",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Save Expense",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..a435fb59a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,279 @@
+Here is a complete menu screen for the cafe featuring drinks, food, today's special, opening hours, and a filter toggle for vegetarian items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu-screen",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Artisan Cafe"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu-screen",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "special-callout",
+            "filter-card",
+            "menu-tabs",
+            "hours-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "☕ The Daily Grind Cafe"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Freshly roasted coffee, artisanal baked goods, and savory brunch options."
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "🌟 Today's Special: Honey Lavender Cold Brew & Spiced Fig Tart",
+          "description": "Slow-steeped cold brew infused with organic lavender honey, paired with a freshly baked almond flour pastry filled with caramelised figs. Available until sold out ($10.50)."
+        },
+        {
+          "id": "filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "veg-toggle-group"
+          ]
+        },
+        {
+          "id": "veg-toggle-group",
+          "component": "SwitchGroup",
+          "name": "dietary_filters",
+          "variant": "clear",
+          "items": [
+            "veg-switch"
+          ]
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarian_only",
+          "label": "🌱 Show Vegetarian Items Only",
+          "description": "Filter drinks and food options to display plant-friendly choices",
+          "defaultChecked": false
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-drinks",
+            "tab-food"
+          ]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "☕ Drinks",
+          "content": [
+            "drinks-table"
+          ]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": [
+            "col-drink-item",
+            "col-drink-diet",
+            "col-drink-size",
+            "col-drink-price"
+          ]
+        },
+        {
+          "id": "col-drink-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Espresso",
+            "Oat Milk Cappuccino",
+            "Matcha Oat Latte",
+            "Cold Brew Coffee",
+            "Fresh Orange Juice",
+            "Chai Tea Latte"
+          ]
+        },
+        {
+          "id": "col-drink-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "col-drink-size",
+          "component": "Col",
+          "label": "Size",
+          "type": "string",
+          "data": [
+            "Double Shot",
+            "12 oz",
+            "12 oz",
+            "16 oz",
+            "12 oz",
+            "12 oz"
+          ]
+        },
+        {
+          "id": "col-drink-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.50",
+            "$4.75",
+            "$5.25",
+            "$4.50",
+            "$4.00",
+            "$4.85"
+          ]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🥪 Food",
+          "content": [
+            "food-table"
+          ]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": [
+            "col-food-item",
+            "col-food-diet",
+            "col-food-desc",
+            "col-food-price"
+          ]
+        },
+        {
+          "id": "col-food-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Avocado Toast",
+            "Smoked Salmon Bagel",
+            "Mediterranean Panini",
+            "Bacon & Egg Roll",
+            "Acai Bowl",
+            "Butter Croissant"
+          ]
+        },
+        {
+          "id": "col-food-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian",
+            "Non-Veg",
+            "🌱 Vegetarian",
+            "Non-Veg",
+            "🌱 Vegetarian / Vegan",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "col-food-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": [
+            "Sourdough, poached eggs, chili flakes, feta",
+            "Cream cheese, capers, red onion, fresh dill",
+            "Grilled vegetables, pesto, mozzarella, ciabatta",
+            "Crispy bacon, fried egg, house BBQ sauce",
+            "Organic acai, granola, berries, coconut flakes",
+            "Freshly baked French flaky butter pastry"
+          ]
+        },
+        {
+          "id": "col-food-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$12.00",
+            "$14.50",
+            "$11.50",
+            "$9.50",
+            "$10.50",
+            "$4.00"
+          ]
+        },
+        {
+          "id": "hours-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "hours-header",
+            "hours-content"
+          ]
+        },
+        {
+          "id": "hours-header",
+          "component": "CardHeader",
+          "title": "🕒 Opening Hours",
+          "subtitle": "Visit us for breakfast, lunch, or coffee"
+        },
+        {
+          "id": "hours-content",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Monday – Friday:** 6:30 AM – 5:00 PM\n**Saturday – Sunday:** 7:30 AM – 4:00 PM\n*Kitchen closes 30 minutes before closing time.*"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..3804912ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,255 @@
+Here is the cafe menu screen interface displaying drinks, food, today's special, opening hours, and a filter toggle for vegetarian options.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2D6A4F",
+        "agentDisplayName": "Artisan Cafe"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "special-callout",
+            "filter-card",
+            "menu-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "hours-badge"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "☕ The Green Bean Cafe",
+          "level": "h1"
+        },
+        {
+          "id": "hours-badge",
+          "component": "Tag",
+          "text": "🕒 Open Today: 7:00 AM – 6:00 PM",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "🌟 Today's Special: Pistachio Matcha Latte & Avocado Toast",
+          "description": "Organic ceremonial grade matcha with house-made pistachio milk, paired with sourdough avocado toast topped with microgreens and chili flakes — $12.50"
+        },
+        {
+          "id": "filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "veg-switch-group"
+          ]
+        },
+        {
+          "id": "veg-switch-group",
+          "component": "SwitchGroup",
+          "name": "dietary_filters",
+          "variant": "clear",
+          "items": [
+            "veg-only-switch"
+          ]
+        },
+        {
+          "id": "veg-only-switch",
+          "component": "SwitchItem",
+          "name": "veg_only",
+          "label": "🌱 Show Vegetarian Items Only",
+          "description": "Filter menu to display only vegetarian and vegan options",
+          "defaultChecked": false
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": [
+            "drinks-tab",
+            "food-tab"
+          ]
+        },
+        {
+          "id": "drinks-tab",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "🥤 Drinks",
+          "content": [
+            "drinks-table"
+          ]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": [
+            "drinks-col-item",
+            "drinks-col-desc",
+            "drinks-col-diet",
+            "drinks-col-price"
+          ]
+        },
+        {
+          "id": "drinks-col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Espresso",
+            "Oat Milk Cappuccino",
+            "Matcha Green Tea Latte",
+            "Iced Caramel Macchiato",
+            "Cold Brew Coffee",
+            "Fresh Berry Smoothies"
+          ]
+        },
+        {
+          "id": "drinks-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": [
+            "Rich double shot of house espresso",
+            "Espresso with steamed organic oat milk",
+            "Ceremonial grade matcha with almond milk",
+            "Espresso with vanilla, milk & caramel drizzle",
+            "Slow-steeped 18-hour cold brew over ice",
+            "Blended strawberries, blueberries & banana"
+          ]
+        },
+        {
+          "id": "drinks-col-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "drinks-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.50",
+            "$4.75",
+            "$5.25",
+            "$5.50",
+            "$4.50",
+            "$6.00"
+          ]
+        },
+        {
+          "id": "food-tab",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🥪 Food",
+          "content": [
+            "food-table"
+          ]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": [
+            "food-col-item",
+            "food-col-desc",
+            "food-col-diet",
+            "food-col-price"
+          ]
+        },
+        {
+          "id": "food-col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Avocado Sourdough Toast",
+            "Turkey & Cranberry Panini",
+            "Spinach & Feta Quiche",
+            "Smoked Salmon Bagel",
+            "Açaí Bowl",
+            "Roasted Veggie Wrap"
+          ]
+        },
+        {
+          "id": "food-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": [
+            "Poached egg, chili flakes, radish on toasted sourdough",
+            "Roasted turkey breast, cranberry chutney & brie",
+            "House-baked egg quiche with feta & spinach",
+            "Cream cheese, capers, red onion & dill",
+            "Organic açaí topped with granola & fresh fruits",
+            "Grilled zucchini, peppers, hummus & arugula"
+          ]
+        },
+        {
+          "id": "food-col-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian",
+            "Non-Veg",
+            "🌱 Vegetarian",
+            "Non-Veg",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "food-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$8.50",
+            "$10.50",
+            "$7.75",
+            "$11.00",
+            "$9.25",
+            "$8.75"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..86c516964
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,330 @@
+Here is a complete cafe menu interface that includes full drink and food listings, today's special callout, a toggle switch for vegetarian filtering, and opening hours.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe_menu_surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#16a34a",
+      "agentDisplayName": "Artisan Cafe"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe_menu_surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "special_callout",
+          "filter_card",
+          "menu_tabs",
+          "hours_card"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "header_title",
+          "header_subtitle"
+        ]
+      },
+      {
+        "id": "header_title",
+        "component": "Heading",
+        "level": "h1",
+        "text": "☕ The Corner Roast Cafe"
+      },
+      {
+        "id": "header_subtitle",
+        "component": "TextContent",
+        "text": "Freshly brewed coffee, artisanal tea, and local organic kitchen bites.",
+        "size": "default"
+      },
+      {
+        "id": "special_callout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "🌟 Today's Special: Pistachio Matcha Latte & Avocado Sourdough Smash",
+        "description": "Pair our ceremonial grade pistachio matcha with avocado, whipped ricotta, chili flakes, and poached eggs on toasted sourdough for $14.50!"
+      },
+      {
+        "id": "filter_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "veg_switch_group",
+          "veg_badge"
+        ]
+      },
+      {
+        "id": "veg_switch_group",
+        "component": "SwitchGroup",
+        "name": "dietary_filter",
+        "variant": "clear",
+        "items": [
+          "veg_switch_item"
+        ]
+      },
+      {
+        "id": "veg_switch_item",
+        "component": "SwitchItem",
+        "name": "veg_only",
+        "label": "🌱 Show Vegetarian Items Only",
+        "description": "Filter drinks and food options to show only vegetarian dishes",
+        "defaultChecked": false
+      },
+      {
+        "id": "veg_badge",
+        "component": "Badge",
+        "text": "Dietary Friendly",
+        "variant": "outline"
+      },
+      {
+        "id": "menu_tabs",
+        "component": "Tabs",
+        "items": [
+          "drinks_tab",
+          "food_tab"
+        ]
+      },
+      {
+        "id": "drinks_tab",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "☕ Drinks Menu",
+        "content": [
+          "drinks_table_card"
+        ]
+      },
+      {
+        "id": "drinks_table_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "drinks_table"
+        ]
+      },
+      {
+        "id": "drinks_table",
+        "component": "Table",
+        "columns": [
+          "col_drink_item",
+          "col_drink_desc",
+          "col_drink_tags",
+          "col_drink_price"
+        ]
+      },
+      {
+        "id": "col_drink_item",
+        "component": "Col",
+        "label": "Drink",
+        "type": "string",
+        "data": [
+          "Espresso / Americano",
+          "Pistachio Matcha Latte (Special)",
+          "Oat Milk Vanilla Latte",
+          "Cold Brew Nitro",
+          "Chai Tea Latte",
+          "Fresh Orange Juice"
+        ]
+      },
+      {
+        "id": "col_drink_desc",
+        "component": "Col",
+        "label": "Description",
+        "type": "string",
+        "data": [
+          "Double shot of rich house blend",
+          "Ceremonial matcha with sweet pistachio cream",
+          "Espresso with steamed oat milk & Madagascar vanilla",
+          "Steeped 18 hours, infused with nitrogen",
+          "Spiced black tea brewed with honey & almond milk",
+          "100% freshly squeezed Valencia oranges"
+        ]
+      },
+      {
+        "id": "col_drink_tags",
+        "component": "Col",
+        "label": "Dietary",
+        "type": "string",
+        "data": [
+          "🌱 Vegetarian / Vegan",
+          "🌱 Vegetarian",
+          "🌱 Vegetarian / Vegan",
+          "🌱 Vegetarian / Vegan",
+          "🌱 Vegetarian",
+          "🌱 Vegetarian / Vegan"
+        ]
+      },
+      {
+        "id": "col_drink_price",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$3.50",
+          "$6.50",
+          "$5.25",
+          "$5.00",
+          "$4.75",
+          "$4.50"
+        ]
+      },
+      {
+        "id": "food_tab",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "🥐 Food & Eats",
+        "content": [
+          "food_table_card"
+        ]
+      },
+      {
+        "id": "food_table_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "food_table"
+        ]
+      },
+      {
+        "id": "food_table",
+        "component": "Table",
+        "columns": [
+          "col_food_item",
+          "col_food_desc",
+          "col_food_tags",
+          "col_food_price"
+        ]
+      },
+      {
+        "id": "col_food_item",
+        "component": "Col",
+        "label": "Item",
+        "type": "string",
+        "data": [
+          "Avocado Sourdough Smash (Special)",
+          "Smoked Salmon Bagel",
+          "Mediterranean Veggie Toast",
+          "Classic Bacon & Egg Brioche",
+          "Wild Mushroom & Truffle Panini",
+          "Berry Granola Bowl"
+        ]
+      },
+      {
+        "id": "col_food_desc",
+        "component": "Col",
+        "label": "Description",
+        "type": "string",
+        "data": [
+          "Whipped ricotta, chili flakes, poached eggs",
+          "Cream cheese, capers, dill, red onion on toasted bagel",
+          "Hummus, roasted peppers, feta & cucumber slices",
+          "Crispy bacon, fried egg, cheddar, chipotle mayo",
+          "Sauteed mushrooms, mozzarella, truffle oil on ciabatta",
+          "Greek yogurt, house honey granola, fresh berries"
+        ]
+      },
+      {
+        "id": "col_food_tags",
+        "component": "Col",
+        "label": "Dietary",
+        "type": "string",
+        "data": [
+          "🌱 Vegetarian",
+          "Non-Veg",
+          "🌱 Vegetarian",
+          "Non-Veg",
+          "🌱 Vegetarian",
+          "🌱 Vegetarian"
+        ]
+      },
+      {
+        "id": "col_food_price",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$9.50",
+          "$11.00",
+          "$8.75",
+          "$9.00",
+          "$10.50",
+          "$7.50"
+        ]
+      },
+      {
+        "id": "hours_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hours_title",
+          "hours_separator",
+          "hours_accordion"
+        ]
+      },
+      {
+        "id": "hours_title",
+        "component": "Heading",
+        "level": "h3",
+        "text": "🕒 Opening Hours & Location"
+      },
+      {
+        "id": "hours_separator",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "hours_accordion",
+        "component": "Accordion",
+        "items": [
+          "hours_acc_item"
+        ]
+      },
+      {
+        "id": "hours_acc_item",
+        "component": "AccordionItem",
+        "value": "hours_detail",
+        "trigger": "View Weekly Schedule & Kitchen Hours",
+        "content": [
+          "hours_text_content"
+        ]
+      },
+      {
+        "id": "hours_text_content",
+        "component": "TextContent",
+        "text": "**Monday – Friday:** 6:30 AM – 6:00 PM  \n**Saturday – Sunday:** 7:30 AM – 5:00 PM  \n\n*Note: Hot kitchen items served until 3:00 PM daily. Coffee and pastries available all day.*",
+        "size": "default"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..525dba356
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,286 @@
+Here is a complete menu screen for the café featuring organized categories, today's specials, dietary controls, and operating hours.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2C5282",
+        "agentDisplayName": "Artisan Café"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "special-callout",
+            "filter-card",
+            "menu-tabs",
+            "hours-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "☕ The Corner Roastery & Bakery"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Freshly roasted coffee, handcrafted drinks, and daily fresh pastries."
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "🌟 Today's Special: Honey Lavender Oat Latte ($6.50)",
+          "description": "Double shot of signature espresso infused with organic lavender syrup and local wildflower honey, paired perfectly with steamed oat milk. Served hot or iced."
+        },
+        {
+          "id": "filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "filter-switch"
+          ]
+        },
+        {
+          "id": "filter-switch",
+          "component": "SwitchGroup",
+          "name": "dietary_filters",
+          "variant": "clear",
+          "items": [
+            "veg-toggle"
+          ]
+        },
+        {
+          "id": "veg-toggle",
+          "component": "SwitchItem",
+          "name": "vegetarian_only",
+          "label": "🌱 Show Vegetarian Items Only",
+          "description": "Filter the menu to highlight meat-free options"
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-drinks",
+            "tab-food"
+          ]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "☕ Coffee & Drinks",
+          "content": [
+            "drinks-table"
+          ]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": [
+            "col-drink-item",
+            "col-drink-type",
+            "col-drink-diet",
+            "col-drink-price"
+          ]
+        },
+        {
+          "id": "col-drink-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Signature Espresso",
+            "Oat Milk Cappuccino",
+            "Honey Lavender Oat Latte (Special)",
+            "Matcha Green Tea Latte",
+            "Cold Brew Coffee",
+            "Chai Tea Latte",
+            "Fresh Orange Juice"
+          ]
+        },
+        {
+          "id": "col-drink-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Coffee",
+            "Coffee",
+            "Specialty",
+            "Tea",
+            "Coffee",
+            "Tea",
+            "Cold Beverages"
+          ]
+        },
+        {
+          "id": "col-drink-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "Vegetarian / Vegan",
+            "Vegetarian / Vegan",
+            "Vegetarian",
+            "Vegetarian / Vegan",
+            "Vegetarian / Vegan",
+            "Vegetarian",
+            "Vegetarian / Vegan"
+          ]
+        },
+        {
+          "id": "col-drink-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.50",
+            "$5.00",
+            "$6.50",
+            "$5.50",
+            "$4.50",
+            "$5.00",
+            "$4.00"
+          ]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🥐 Food & Pastries",
+          "content": [
+            "food-table"
+          ]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": [
+            "col-food-item",
+            "col-food-type",
+            "col-food-diet",
+            "col-food-price"
+          ]
+        },
+        {
+          "id": "col-food-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Avocado Toast w/ Poached Egg",
+            "Butter Croissant",
+            "Artisan Turkey & Pesto Panini",
+            "Spinach & Feta Quiche",
+            "Smoked Salmon Bagel",
+            "Berry Granola Bowl",
+            "Vegan Banana Bread"
+          ]
+        },
+        {
+          "id": "col-food-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Breakfast",
+            "Bakery",
+            "Sandwich",
+            "Bakery / Hot Food",
+            "Breakfast",
+            "Bowls",
+            "Bakery"
+          ]
+        },
+        {
+          "id": "col-food-diet",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": [
+            "Vegetarian",
+            "Vegetarian",
+            "Non-Vegetarian",
+            "Vegetarian",
+            "Non-Vegetarian",
+            "Vegetarian",
+            "Vegetarian / Vegan"
+          ]
+        },
+        {
+          "id": "col-food-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$9.50",
+            "$3.75",
+            "$11.00",
+            "$8.50",
+            "$10.50",
+            "$7.50",
+            "$4.25"
+          ]
+        },
+        {
+          "id": "hours-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "hours-heading",
+            "hours-details"
+          ]
+        },
+        {
+          "id": "hours-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "🕒 Opening Hours"
+        },
+        {
+          "id": "hours-details",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Monday – Friday:** 6:30 AM – 6:00 PM  \n**Saturday – Sunday:** 7:30 AM – 5:00 PM  \n*Kitchen closes 30 minutes prior to closing time.*"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..a01da1d71
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r1.txt
@@ -0,0 +1,323 @@
+Here is a complete learner course dashboard with all requested details: course details, progress tracking, module breakdown, average rating, next lesson callout, and a quick action to continue learning.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "course-home-surface",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "course-home-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "next-lesson-alert",
+          "progress-card",
+          "modules-card"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-info",
+          "tags-row"
+        ]
+      },
+      {
+        "id": "header-info",
+        "component": "CardHeader",
+        "title": "Advanced UI Design Systems & Architecture",
+        "subtitle": "Instructor: Dr. Sarah Jenkins • Lead Systems Designer"
+      },
+      {
+        "id": "tags-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "align": "center",
+        "children": [
+          "rating-tag",
+          "level-tag",
+          "enrolled-tag"
+        ]
+      },
+      {
+        "id": "rating-tag",
+        "component": "Tag",
+        "text": "★ 4.8 / 5.0 Rating",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "level-tag",
+        "component": "Tag",
+        "text": "Intermediate to Advanced",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "enrolled-tag",
+        "component": "Tag",
+        "text": "Active Student",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "next-lesson-alert",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "next-lesson-header",
+          "next-lesson-text",
+          "continue-buttons"
+        ]
+      },
+      {
+        "id": "next-lesson-header",
+        "component": "Heading",
+        "text": "Up Next: Lesson 3.2 — Design Token Architecture",
+        "level": "h3"
+      },
+      {
+        "id": "next-lesson-text",
+        "component": "TextContent",
+        "text": "Learn how to structure multi-brand token hierarchies, manage light/dark mode transformations, and export tokens automatically to codebases.",
+        "size": "default"
+      },
+      {
+        "id": "continue-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "continue-btn"
+        ]
+      },
+      {
+        "id": "continue-btn",
+        "component": "Button",
+        "label": "Continue Learning (15 min)",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "progress-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "progress-title",
+          "overall-progress",
+          "progress-stats"
+        ]
+      },
+      {
+        "id": "progress-title",
+        "component": "Heading",
+        "text": "Your Course Progress",
+        "level": "h3"
+      },
+      {
+        "id": "overall-progress",
+        "component": "Progress",
+        "value": 62,
+        "label": "62% Completed (13 of 21 Lessons)"
+      },
+      {
+        "id": "progress-stats",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "On Track for Completion",
+        "description": "You are completing an average of 3 lessons per week. Estimated finish date: October 24th."
+      },
+      {
+        "id": "modules-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "modules-title",
+          "modules-accordion"
+        ]
+      },
+      {
+        "id": "modules-title",
+        "component": "Heading",
+        "text": "Course Modules & Curriculum",
+        "level": "h3"
+      },
+      {
+        "id": "modules-accordion",
+        "component": "Accordion",
+        "items": [
+          "mod-1",
+          "mod-2",
+          "mod-3",
+          "mod-4"
+        ]
+      },
+      {
+        "id": "mod-1",
+        "component": "AccordionItem",
+        "value": "module-1",
+        "trigger": "Module 1: Foundations of UI Systems • Completed (4/4)",
+        "content": [
+          "mod-1-desc",
+          "mod-1-list"
+        ]
+      },
+      {
+        "id": "mod-1-desc",
+        "component": "TextContent",
+        "text": "Core principles, dynamic layouts, grid systems, and component accessibility guidelines.",
+        "size": "small"
+      },
+      {
+        "id": "mod-1-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "mod-1-item-1",
+          "mod-1-item-2"
+        ]
+      },
+      {
+        "id": "mod-1-item-1",
+        "component": "ListItem",
+        "title": "1.1 Introduction to Design Systems",
+        "subtitle": "Completed • 12 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-1-item-2",
+        "component": "ListItem",
+        "title": "1.2 Responsive Grids & Spacing Scales",
+        "subtitle": "Completed • 25 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-2",
+        "component": "AccordionItem",
+        "value": "module-2",
+        "trigger": "Module 2: Component Architecture • Completed (5/5)",
+        "content": [
+          "mod-2-desc",
+          "mod-2-list"
+        ]
+      },
+      {
+        "id": "mod-2-desc",
+        "component": "TextContent",
+        "text": "Atomic design principles, compound component patterns, and state management.",
+        "size": "small"
+      },
+      {
+        "id": "mod-2-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "mod-2-item-1",
+          "mod-2-item-2"
+        ]
+      },
+      {
+        "id": "mod-2-item-1",
+        "component": "ListItem",
+        "title": "2.1 Building Primitive Components",
+        "subtitle": "Completed • 30 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-2-item-2",
+        "component": "ListItem",
+        "title": "2.2 Compound Components & Slots",
+        "subtitle": "Completed • 40 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-3",
+        "component": "AccordionItem",
+        "value": "module-3",
+        "trigger": "Module 3: Design Tokens & Styling • In Progress (4/6)",
+        "content": [
+          "mod-3-desc",
+          "mod-3-list"
+        ]
+      },
+      {
+        "id": "mod-3-desc",
+        "component": "TextContent",
+        "text": "Managing variables, color palettes, typography specs, and multi-theme support.",
+        "size": "small"
+      },
+      {
+        "id": "mod-3-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "mod-3-item-1",
+          "mod-3-item-2",
+          "mod-3-item-3"
+        ]
+      },
+      {
+        "id": "mod-3-item-1",
+        "component": "ListItem",
+        "title": "3.1 Color & Typography Tokens",
+        "subtitle": "Completed • 20 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-3-item-2",
+        "component": "ListItem",
+        "title": "3.2 Design Token Architecture",
+        "subtitle": "Up Next • 15 mins left",
+        "actionLabel": "Start Lesson"
+      },
+      {
+        "id": "mod-3-item-3",
+        "component": "ListItem",
+        "title": "3.3 Multi-Brand Theme Swapping",
+        "subtitle": "Locked • 35 mins",
+        "actionLabel": "Locked"
+      },
+      {
+        "id": "mod-4",
+        "component": "AccordionItem",
+        "value": "module-4",
+        "trigger": "Module 4: Testing & Documentation • Not Started (0/6)",
+        "content": [
+          "mod-4-desc"
+        ]
+      },
+      {
+        "id": "mod-4-desc",
+        "component": "TextContent",
+        "text": "Automated visual testing, accessibility audits, and automated Storybook generation.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..0250d59c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r2.txt
@@ -0,0 +1,300 @@
+Here is the learner's course homepage interface, featuring progress tracking, module status, rating overview, and direct access to continue learning.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "course-home-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Learning Portal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "course-home-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "next-lesson-card",
+          "modules-card",
+          "follow-up"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "course-header",
+          "meta-row",
+          "progress-bar"
+        ]
+      },
+      {
+        "id": "course-header",
+        "component": "CardHeader",
+        "title": "Advanced UI Systems & Micro-Interactions",
+        "subtitle": "Instructor: Dr. Elena Rostova • Senior Systems Architect"
+      },
+      {
+        "id": "meta-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "rating-tag",
+          "progress-badge"
+        ]
+      },
+      {
+        "id": "rating-tag",
+        "component": "Tag",
+        "text": "★ 4.9 Average Learner Rating (1,240 reviews)",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "progress-badge",
+        "component": "Badge",
+        "text": "65% Completed",
+        "variant": "secondary"
+      },
+      {
+        "id": "progress-bar",
+        "component": "Progress",
+        "value": 65,
+        "label": "Overall Progress"
+      },
+      {
+        "id": "next-lesson-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "callout-next",
+          "next-lesson-detail",
+          "action-buttons"
+        ]
+      },
+      {
+        "id": "callout-next",
+        "component": "Tag",
+        "text": "NEXT LESSON",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "next-lesson-detail",
+        "component": "TextContent",
+        "text": "### Module 3, Lesson 2: Designing Accessible Focus States\nLearn how to construct robust, high-contrast keyboard navigation indicators that meet WCAG 2.2 AAA guidelines.",
+        "size": "default"
+      },
+      {
+        "id": "action-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "continue-btn"
+        ]
+      },
+      {
+        "id": "continue-btn",
+        "component": "Button",
+        "label": "Continue Learning (12 min left)",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "modules-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "modules-heading",
+          "modules-accordion"
+        ]
+      },
+      {
+        "id": "modules-heading",
+        "component": "Heading",
+        "text": "Course Modules",
+        "level": "h3"
+      },
+      {
+        "id": "modules-accordion",
+        "component": "Accordion",
+        "items": [
+          "mod-1",
+          "mod-2",
+          "mod-3",
+          "mod-4"
+        ]
+      },
+      {
+        "id": "mod-1",
+        "component": "AccordionItem",
+        "value": "m1",
+        "trigger": "Module 1: Foundations of UI Architecture — Completed (100%)",
+        "content": [
+          "m1-list"
+        ]
+      },
+      {
+        "id": "m1-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m1-l1",
+          "m1-l2"
+        ]
+      },
+      {
+        "id": "m1-l1",
+        "component": "ListItem",
+        "title": "Introduction to Component Catalogs",
+        "subtitle": "Completed • 15 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m1-l2",
+        "component": "ListItem",
+        "title": "State Management Patterns",
+        "subtitle": "Completed • 25 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-2",
+        "component": "AccordionItem",
+        "value": "m2",
+        "trigger": "Module 2: Layout Systems & Flex Logic — Completed (100%)",
+        "content": [
+          "m2-list"
+        ]
+      },
+      {
+        "id": "m2-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m2-l1",
+          "m2-l2"
+        ]
+      },
+      {
+        "id": "m2-l1",
+        "component": "ListItem",
+        "title": "Building Dynamic Grid Systems",
+        "subtitle": "Completed • 20 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m2-l2",
+        "component": "ListItem",
+        "title": "Responsive Layout Hierarchy",
+        "subtitle": "Completed • 30 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-3",
+        "component": "AccordionItem",
+        "value": "m3",
+        "trigger": "Module 3: Accessibility & Design Systems — In Progress (50%)",
+        "content": [
+          "m3-list"
+        ]
+      },
+      {
+        "id": "m3-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m3-l1",
+          "m3-l2",
+          "m3-l3"
+        ]
+      },
+      {
+        "id": "m3-l1",
+        "component": "ListItem",
+        "title": "ARIA Roles & Semantic Markup",
+        "subtitle": "Completed • 18 mins",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m3-l2",
+        "component": "ListItem",
+        "title": "Designing Accessible Focus States",
+        "subtitle": "Up Next • 12 mins",
+        "actionLabel": "Start"
+      },
+      {
+        "id": "m3-l3",
+        "component": "ListItem",
+        "title": "Color Contrast & Adaptive Themes",
+        "subtitle": "Locked • 22 mins"
+      },
+      {
+        "id": "mod-4",
+        "component": "AccordionItem",
+        "value": "m4",
+        "trigger": "Module 4: Advanced Motion & Interactions — Not Started (0%)",
+        "content": [
+          "m4-list"
+        ]
+      },
+      {
+        "id": "m4-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m4-l1"
+        ]
+      },
+      {
+        "id": "m4-l1",
+        "component": "ListItem",
+        "title": "Principles of Fluid UI Animations",
+        "subtitle": "Locked • 35 mins"
+      },
+      {
+        "id": "follow-up",
+        "component": "FollowUpBlock",
+        "items": [
+          "fu-1",
+          "fu-2"
+        ]
+      },
+      {
+        "id": "fu-1",
+        "component": "FollowUpItem",
+        "text": "View course syllabus details"
+      },
+      {
+        "id": "fu-2",
+        "component": "FollowUpItem",
+        "text": "Download offline course resources"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..e5bd8598b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r3.txt
@@ -0,0 +1,369 @@
+Here is the complete learner course homepage interface containing your required elements: overall progress, next recommended lesson, module breakdown, ratings, and course details.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "course-home-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Learning Hub"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "course-home-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "next-lesson-card",
+          "tabs-container"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "course-header-row",
+          "header-divider",
+          "progress-section"
+        ]
+      },
+      {
+        "id": "course-header-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "course-meta-info",
+          "rating-badge"
+        ]
+      },
+      {
+        "id": "course-meta-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "course-title",
+          "instructor-info"
+        ]
+      },
+      {
+        "id": "course-title",
+        "component": "Heading",
+        "text": "Advanced Full-Stack Web Development",
+        "level": "h1"
+      },
+      {
+        "id": "instructor-info",
+        "component": "TextContent",
+        "text": "Instructor: **Dr. Sarah Jenkins** • Senior Software Architect",
+        "size": "default"
+      },
+      {
+        "id": "rating-badge",
+        "component": "Badge",
+        "text": "★ 4.8 / 5.0 (1,240 ratings)",
+        "variant": "secondary"
+      },
+      {
+        "id": "header-divider",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "progress-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "progress-bar",
+          "progress-subtext"
+        ]
+      },
+      {
+        "id": "progress-bar",
+        "component": "Progress",
+        "value": 65,
+        "label": "Overall Course Progress"
+      },
+      {
+        "id": "progress-subtext",
+        "component": "TextContent",
+        "text": "**65% Completed** — 13 of 20 lessons finished",
+        "size": "small"
+      },
+      {
+        "id": "next-lesson-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "callout-tag",
+          "next-lesson-content",
+          "continue-button-group"
+        ]
+      },
+      {
+        "id": "callout-tag",
+        "component": "Tag",
+        "text": "UP NEXT • MODULE 3",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "next-lesson-content",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "next-lesson-title",
+          "next-lesson-desc"
+        ]
+      },
+      {
+        "id": "next-lesson-title",
+        "component": "Heading",
+        "text": "Lesson 3.2: Building Custom GraphQL Middleware",
+        "level": "h3"
+      },
+      {
+        "id": "next-lesson-desc",
+        "component": "TextContent",
+        "text": "Learn how to intercept requests, handle context authentication, and streamline error reporting in GraphQL servers.",
+        "size": "default"
+      },
+      {
+        "id": "continue-button-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "continue-btn"
+        ]
+      },
+      {
+        "id": "continue-btn",
+        "component": "Button",
+        "label": "Continue Learning",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          "navigate_to_lesson",
+          {
+            "lessonId": "m3-l2"
+          }
+        ]
+      },
+      {
+        "id": "tabs-container",
+        "component": "Tabs",
+        "items": [
+          "tab-modules",
+          "tab-overview"
+        ]
+      },
+      {
+        "id": "tab-modules",
+        "component": "TabItem",
+        "value": "modules",
+        "trigger": "Course Modules",
+        "content": [
+          "modules-accordion"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Syllabus Overview",
+        "content": [
+          "syllabus-text"
+        ]
+      },
+      {
+        "id": "syllabus-text",
+        "component": "TextContent",
+        "text": "This course covers end-to-end full-stack modern web architecture. Topics include frontend hydration strategies, backend API design, caching, database indexing, and automated deployment pipelines.",
+        "size": "default"
+      },
+      {
+        "id": "modules-accordion",
+        "component": "Accordion",
+        "items": [
+          "mod-1",
+          "mod-2",
+          "mod-3",
+          "mod-4"
+        ]
+      },
+      {
+        "id": "mod-1",
+        "component": "AccordionItem",
+        "value": "mod-1",
+        "trigger": "Module 1: Foundations & Environment Setup (Completed)",
+        "content": [
+          "mod-1-list"
+        ]
+      },
+      {
+        "id": "mod-1-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m1-l1",
+          "m1-l2",
+          "m1-l3"
+        ]
+      },
+      {
+        "id": "m1-l1",
+        "component": "ListItem",
+        "title": "1.1 Introduction to Modern Web Stack",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m1-l2",
+        "component": "ListItem",
+        "title": "1.2 Setting Up Your Local Environment",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m1-l3",
+        "component": "ListItem",
+        "title": "1.3 Monorepo Tooling with TurboRepo",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-2",
+        "component": "AccordionItem",
+        "value": "mod-2",
+        "trigger": "Module 2: Advanced REST & Database Schemas (Completed)",
+        "content": [
+          "mod-2-list"
+        ]
+      },
+      {
+        "id": "mod-2-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m2-l1",
+          "m2-l2"
+        ]
+      },
+      {
+        "id": "m2-l1",
+        "component": "ListItem",
+        "title": "2.1 Relational Data Modeling with PostgreSQL",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m2-l2",
+        "component": "ListItem",
+        "title": "2.2 Designing Idempotent REST APIs",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "mod-3",
+        "component": "AccordionItem",
+        "value": "mod-3",
+        "trigger": "Module 3: GraphQL & API Gateway Layer (In Progress)",
+        "content": [
+          "mod-3-list"
+        ]
+      },
+      {
+        "id": "mod-3-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m3-l1",
+          "m3-l2-item",
+          "m3-l3"
+        ]
+      },
+      {
+        "id": "m3-l1",
+        "component": "ListItem",
+        "title": "3.1 Schema Definition & Resolvers",
+        "subtitle": "Status: Completed",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "m3-l2-item",
+        "component": "ListItem",
+        "title": "3.2 Building Custom GraphQL Middleware",
+        "subtitle": "Status: Up Next",
+        "actionLabel": "Start"
+      },
+      {
+        "id": "m3-l3",
+        "component": "ListItem",
+        "title": "3.3 Query Optimization & DataLoader",
+        "subtitle": "Status: Locked",
+        "actionLabel": "Locked"
+      },
+      {
+        "id": "mod-4",
+        "component": "AccordionItem",
+        "value": "mod-4",
+        "trigger": "Module 4: Deployment, CI/CD & Security (Not Started)",
+        "content": [
+          "mod-4-list"
+        ]
+      },
+      {
+        "id": "mod-4-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "m4-l1",
+          "m4-l2"
+        ]
+      },
+      {
+        "id": "m4-l1",
+        "component": "ListItem",
+        "title": "4.1 Containerization with Docker",
+        "subtitle": "Status: Locked",
+        "actionLabel": "Locked"
+      },
+      {
+        "id": "m4-l2",
+        "component": "ListItem",
+        "title": "4.2 Zero-Downtime Deployment Strategies",
+        "subtitle": "Status: Locked",
+        "actionLabel": "Locked"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..69e330f56
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-course__r4.txt
@@ -0,0 +1,421 @@
+Here is a comprehensive course home dashboard designed for a learner, providing progress tracking, module status, and direct access to the next lesson.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Learning Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "next-lesson-callout",
+            "progress-stats-card",
+            "tabs-navigation"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "instructor-row"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "title-container",
+            "rating-badge"
+          ]
+        },
+        {
+          "id": "title-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "course-category",
+            "course-title"
+          ]
+        },
+        {
+          "id": "course-category",
+          "component": "Tag",
+          "text": "Advanced Certification",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "course-title",
+          "component": "Heading",
+          "text": "Full-Stack Web Development & System Design",
+          "level": "h1"
+        },
+        {
+          "id": "rating-badge",
+          "component": "Badge",
+          "text": "★ 4.8 / 5.0 (1,240 ratings)",
+          "variant": "secondary"
+        },
+        {
+          "id": "instructor-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "instructor-avatar",
+            "instructor-name"
+          ]
+        },
+        {
+          "id": "instructor-avatar",
+          "component": "Avatar",
+          "fallback": "DR",
+          "src": ""
+        },
+        {
+          "id": "instructor-name",
+          "component": "TextContent",
+          "text": "Instructed by **Dr. Sarah Jenkins** • Senior Systems Architect",
+          "size": "default"
+        },
+        {
+          "id": "next-lesson-callout",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "callout-header",
+            "callout-body"
+          ]
+        },
+        {
+          "id": "callout-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "next-up-tag",
+            "estimated-time"
+          ]
+        },
+        {
+          "id": "next-up-tag",
+          "component": "Tag",
+          "text": "NEXT LESSON",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "estimated-time",
+          "component": "TextContent",
+          "text": "Est. time: 25 mins",
+          "size": "small"
+        },
+        {
+          "id": "callout-body",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "lesson-details",
+            "continue-button"
+          ]
+        },
+        {
+          "id": "lesson-details",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lesson-title",
+            "lesson-subtitle"
+          ]
+        },
+        {
+          "id": "lesson-title",
+          "component": "Heading",
+          "text": "Module 3: Lesson 4 – Designing RESTful APIs",
+          "level": "h3"
+        },
+        {
+          "id": "lesson-subtitle",
+          "component": "TextContent",
+          "text": "Learn best practices for endpoint structure, HTTP methods, and status codes.",
+          "size": "default"
+        },
+        {
+          "id": "continue-button",
+          "component": "Button",
+          "label": "Continue Learning ►",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "progress-stats-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "progress-header",
+            "overall-progress-bar"
+          ]
+        },
+        {
+          "id": "progress-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "progress-title",
+            "progress-percentage"
+          ]
+        },
+        {
+          "id": "progress-title",
+          "component": "TextContent",
+          "text": "**Overall Course Completion**",
+          "size": "default"
+        },
+        {
+          "id": "progress-percentage",
+          "component": "Badge",
+          "text": "65% Completed",
+          "variant": "default"
+        },
+        {
+          "id": "overall-progress-bar",
+          "component": "Progress",
+          "value": 65,
+          "label": "13 of 20 lessons completed"
+        },
+        {
+          "id": "tabs-navigation",
+          "component": "Tabs",
+          "items": [
+            "tab-modules",
+            "tab-syllabus"
+          ]
+        },
+        {
+          "id": "tab-modules",
+          "component": "TabItem",
+          "value": "modules",
+          "trigger": "Course Modules",
+          "content": [
+            "modules-accordion"
+          ]
+        },
+        {
+          "id": "tab-syllabus",
+          "component": "TabItem",
+          "value": "syllabus",
+          "trigger": "Course Overview",
+          "content": [
+            "syllabus-text"
+          ]
+        },
+        {
+          "id": "syllabus-text",
+          "component": "MarkDownRenderer",
+          "variant": "card",
+          "textMarkdown": "### About This Course\nThis comprehensive curriculum covers modern full-stack web engineering, from foundational HTML/CSS to advanced distributed backend systems. \n\n**Prerequisites:** Basic JavaScript knowledge.\n\n**Certificate:** Issued upon 100% completion and passing final project assessment."
+        },
+        {
+          "id": "modules-accordion",
+          "component": "Accordion",
+          "items": [
+            "module-1",
+            "module-2",
+            "module-3",
+            "module-4"
+          ]
+        },
+        {
+          "id": "module-1",
+          "component": "AccordionItem",
+          "value": "m1",
+          "trigger": "Module 1: Foundations of Modern Web Development (Completed)",
+          "content": [
+            "m1-list"
+          ]
+        },
+        {
+          "id": "m1-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "m1-l1",
+            "m1-l2",
+            "m1-l3"
+          ]
+        },
+        {
+          "id": "m1-l1",
+          "component": "ListItem",
+          "title": "1. HTML5 Semantic Architecture",
+          "subtitle": "Completed on Oct 12 • 15 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "m1-l2",
+          "component": "ListItem",
+          "title": "2. Modern CSS Layouts & Flexbox",
+          "subtitle": "Completed on Oct 14 • 30 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "m1-l3",
+          "component": "ListItem",
+          "title": "3. JavaScript ES6+ Fundamentals",
+          "subtitle": "Completed on Oct 18 • 45 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "module-2",
+          "component": "AccordionItem",
+          "value": "m2",
+          "trigger": "Module 2: Frontend Engineering with React (Completed)",
+          "content": [
+            "m2-list"
+          ]
+        },
+        {
+          "id": "m2-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "m2-l1",
+            "m2-l2"
+          ]
+        },
+        {
+          "id": "m2-l1",
+          "component": "ListItem",
+          "title": "1. Component Lifecycle & Hooks",
+          "subtitle": "Completed on Oct 22 • 40 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "m2-l2",
+          "component": "ListItem",
+          "title": "2. State Management Strategies",
+          "subtitle": "Completed on Oct 25 • 50 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "module-3",
+          "component": "AccordionItem",
+          "value": "m3",
+          "trigger": "Module 3: Backend Systems & APIs (In Progress - 50%)",
+          "content": [
+            "m3-list"
+          ]
+        },
+        {
+          "id": "m3-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "m3-l1",
+            "m3-l2",
+            "m3-l3",
+            "m3-l4"
+          ]
+        },
+        {
+          "id": "m3-l1",
+          "component": "ListItem",
+          "title": "1. Node.js & Express Architecture",
+          "subtitle": "Completed on Nov 1 • 35 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "m3-l2",
+          "component": "ListItem",
+          "title": "2. Database Schema Design (SQL vs NoSQL)",
+          "subtitle": "Completed on Nov 4 • 45 mins",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "m3-l3",
+          "component": "ListItem",
+          "title": "3. Designing RESTful APIs",
+          "subtitle": "Next Up • Est 25 mins",
+          "actionLabel": "Start Lesson"
+        },
+        {
+          "id": "m3-l4",
+          "component": "ListItem",
+          "title": "4. Authentication & JWT Security",
+          "subtitle": "Locked • Est 40 mins",
+          "actionLabel": "Locked"
+        },
+        {
+          "id": "module-4",
+          "component": "AccordionItem",
+          "value": "m4",
+          "trigger": "Module 4: Deployment & DevOps (Not Started)",
+          "content": [
+            "m4-list"
+          ]
+        },
+        {
+          "id": "m4-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "m4-l1"
+          ]
+        },
+        {
+          "id": "m4-l1",
+          "component": "ListItem",
+          "title": "1. CI/CD Pipelines & Docker Basics",
+          "subtitle": "Locked • Est 60 mins",
+          "actionLabel": "Locked"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..60454758e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r1.txt
@@ -0,0 +1,367 @@
+Here is a comprehensive conference landing screen designed to cover all the requested information and registration controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conf-landing-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conf-landing-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "hero_card",
+            "countdown_alert",
+            "tabs_container",
+            "registration_card"
+          ]
+        },
+        {
+          "id": "hero_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "hero_header",
+            "meta_tags",
+            "hero_description"
+          ]
+        },
+        {
+          "id": "hero_header",
+          "component": "CardHeader",
+          "title": "TechPulse Summit 2025",
+          "subtitle": "The Premier Innovation & AI Conference"
+        },
+        {
+          "id": "meta_tags",
+          "component": "TagBlock",
+          "tags": [
+            "📅 Oct 14–16, 2025",
+            "📍 Moscone Center, San Francisco, CA"
+          ]
+        },
+        {
+          "id": "hero_description",
+          "component": "TextContent",
+          "text": "Join over 2,000 developers, creators, and technology leaders for 3 days of inspiring keynotes, technical deep-dives, and hands-on workshops.",
+          "size": "default"
+        },
+        {
+          "id": "countdown_alert",
+          "component": "Alert",
+          "title": "Countdown to TechPulse 2025",
+          "description": "⏳ Only 45 days remaining until the opening keynote! Reserve your spot before early bird rates end.",
+          "variant": "info"
+        },
+        {
+          "id": "tabs_container",
+          "component": "Tabs",
+          "items": [
+            "tab_agenda",
+            "tab_speakers",
+            "tab_tickets"
+          ]
+        },
+        {
+          "id": "tab_agenda",
+          "component": "TabItem",
+          "value": "agenda",
+          "trigger": "📅 Agenda",
+          "content": [
+            "agenda_card"
+          ]
+        },
+        {
+          "id": "agenda_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "agenda_steps"
+          ]
+        },
+        {
+          "id": "agenda_steps",
+          "component": "Steps",
+          "items": [
+            "step_1",
+            "step_2",
+            "step_3",
+            "step_4",
+            "step_5"
+          ]
+        },
+        {
+          "id": "step_1",
+          "component": "StepsItem",
+          "title": "08:30 AM – Check-in & Breakfast",
+          "details": "Pick up your badge, enjoy complimentary coffee, and network with early attendees."
+        },
+        {
+          "id": "step_2",
+          "component": "StepsItem",
+          "title": "09:30 AM – Keynote: The Next Decade of AI",
+          "details": "Opening address exploring practical AI applications and future technological shifts."
+        },
+        {
+          "id": "step_3",
+          "component": "StepsItem",
+          "title": "11:30 AM – Panel: Scaling Cloud Infrastructure",
+          "details": "Industry experts discuss resilient architectures and cost optimization strategies."
+        },
+        {
+          "id": "step_4",
+          "component": "StepsItem",
+          "title": "02:00 PM – Breakout Tracks & Workshops",
+          "details": "Choose between Security Deep-Dives, UX Design for AI, or High-Performance Data Systems."
+        },
+        {
+          "id": "step_5",
+          "component": "StepsItem",
+          "title": "05:00 PM – Networking Reception",
+          "details": "Drinks, appetizers, and interactive expo booths with leading tech startups."
+        },
+        {
+          "id": "tab_speakers",
+          "component": "TabItem",
+          "value": "speakers",
+          "trigger": "🎙️ Speakers",
+          "content": [
+            "speakers_card"
+          ]
+        },
+        {
+          "id": "speakers_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "speakers_list"
+          ]
+        },
+        {
+          "id": "speakers_list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "speaker_1",
+            "speaker_2",
+            "speaker_3",
+            "speaker_4"
+          ]
+        },
+        {
+          "id": "speaker_1",
+          "component": "ListItem",
+          "title": "Dr. Aris Thorne",
+          "subtitle": "VP of AI Research at NeuralLabs — Leading pioneering work in multi-modal generative models.",
+          "actionLabel": "Keynote"
+        },
+        {
+          "id": "speaker_2",
+          "component": "ListItem",
+          "title": "Elena Rostova",
+          "subtitle": "Chief Architect at CloudScale — Pioneer in distributed systems and zero-trust cloud security.",
+          "actionLabel": "Panelist"
+        },
+        {
+          "id": "speaker_3",
+          "component": "ListItem",
+          "title": "Marcus Vance",
+          "subtitle": "Head of Design at Interface Inc — Speardeheading human-centered design for intelligent interfaces.",
+          "actionLabel": "Workshop"
+        },
+        {
+          "id": "speaker_4",
+          "component": "ListItem",
+          "title": "Siddharth Nair",
+          "subtitle": "CTO at DataStream — Serial founder specializing in real-time edge processing engines.",
+          "actionLabel": "Speaker"
+        },
+        {
+          "id": "tab_tickets",
+          "component": "TabItem",
+          "value": "tickets",
+          "trigger": "🎟️ Ticket Tiers",
+          "content": [
+            "tickets_card"
+          ]
+        },
+        {
+          "id": "tickets_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tickets_table"
+          ]
+        },
+        {
+          "id": "tickets_table",
+          "component": "Table",
+          "columns": [
+            "col_tier",
+            "col_price",
+            "col_perks"
+          ]
+        },
+        {
+          "id": "col_tier",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": [
+            "Virtual Pass",
+            "General Admission",
+            "VIP All-Access"
+          ]
+        },
+        {
+          "id": "col_price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$199",
+            "$599",
+            "$1,199"
+          ]
+        },
+        {
+          "id": "col_perks",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "Live Stream + On-Demand Recordings",
+            "Full 3-Day Access + Expo + Catering",
+            "All-Access + VIP Lounge + Speakers Dinner"
+          ]
+        },
+        {
+          "id": "registration_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "reg_header",
+            "registration_form"
+          ]
+        },
+        {
+          "id": "reg_header",
+          "component": "CardHeader",
+          "title": "Register Now",
+          "subtitle": "Secure your seat for TechPulse Summit 2025"
+        },
+        {
+          "id": "registration_form",
+          "component": "Form",
+          "name": "conference_registration",
+          "fields": [
+            "field_name",
+            "field_email",
+            "field_tier"
+          ],
+          "buttons": "form_buttons"
+        },
+        {
+          "id": "field_name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "hint": "As it should appear on your conference badge",
+          "input": "input_name"
+        },
+        {
+          "id": "input_name",
+          "component": "Input",
+          "name": "full_name",
+          "placeholder": "e.g. Sarah Connor",
+          "type": "text"
+        },
+        {
+          "id": "field_email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "Your ticket confirmation will be sent here",
+          "input": "input_email"
+        },
+        {
+          "id": "input_email",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "sarah@example.com",
+          "type": "email"
+        },
+        {
+          "id": "field_tier",
+          "component": "FormControl",
+          "label": "Select Ticket Tier",
+          "input": "select_tier"
+        },
+        {
+          "id": "select_tier",
+          "component": "Select",
+          "name": "ticket_tier",
+          "placeholder": "Choose a ticket type",
+          "items": [
+            "tier_virtual",
+            "tier_ga",
+            "tier_vip"
+          ]
+        },
+        {
+          "id": "tier_virtual",
+          "component": "SelectItem",
+          "value": "virtual",
+          "label": "Virtual Pass ($199)"
+        },
+        {
+          "id": "tier_ga",
+          "component": "SelectItem",
+          "value": "ga",
+          "label": "General Admission ($599)"
+        },
+        {
+          "id": "tier_vip",
+          "component": "SelectItem",
+          "value": "vip",
+          "label": "VIP All-Access ($1,199)"
+        },
+        {
+          "id": "form_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn_submit"
+          ]
+        },
+        {
+          "id": "btn_submit",
+          "component": "Button",
+          "label": "Complete Registration",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..260cccf7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r2.txt
@@ -0,0 +1,389 @@
+Here is the landing page for the conference with all the details including the event schedule, speakers, pricing tiers, countdown, and registration form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conference-landing",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Conference Hub"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conference-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "hero-card",
+            "tabs-section",
+            "registration-card",
+            "follow-up-suggestions"
+          ]
+        },
+        {
+          "id": "hero-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "hero-header",
+            "hero-info-tags",
+            "hero-countdown-callout"
+          ]
+        },
+        {
+          "id": "hero-header",
+          "component": "CardHeader",
+          "title": "TechFuture Conference 2025",
+          "subtitle": "The Premier AI & Software Engineering Summit"
+        },
+        {
+          "id": "hero-info-tags",
+          "component": "TagBlock",
+          "tags": [
+            "📅 Date: October 15-17, 2025",
+            "📍 Venue: Moscone Center, San Francisco, CA",
+            "🌐 Hybrid Event"
+          ]
+        },
+        {
+          "id": "hero-countdown-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "⏳ 120 Days Remaining!",
+          "description": "Early bird pricing is available until July 31st. Secure your spot before tickets sell out!"
+        },
+        {
+          "id": "tabs-section",
+          "component": "Tabs",
+          "items": [
+            "tab-agenda",
+            "tab-speakers",
+            "tab-tickets"
+          ]
+        },
+        {
+          "id": "tab-agenda",
+          "component": "TabItem",
+          "value": "agenda",
+          "trigger": "📋 Agenda",
+          "content": [
+            "agenda-card"
+          ]
+        },
+        {
+          "id": "agenda-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "agenda-list"
+          ]
+        },
+        {
+          "id": "agenda-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "agenda-item-1",
+            "agenda-item-2",
+            "agenda-item-3",
+            "agenda-item-4",
+            "agenda-item-5"
+          ]
+        },
+        {
+          "id": "agenda-item-1",
+          "component": "ListItem",
+          "title": "08:30 AM - Keynote: The Future of Autonomous Systems",
+          "subtitle": "Opening session introducing breakthrough models in agentic systems and robotics."
+        },
+        {
+          "id": "agenda-item-2",
+          "component": "ListItem",
+          "title": "10:30 AM - Panel: Scaling GenAI Infrastructure",
+          "subtitle": "Industry leaders discuss low-latency inference, dynamic UI rendering, and orchestration."
+        },
+        {
+          "id": "agenda-item-3",
+          "component": "ListItem",
+          "title": "01:00 PM - Workshop: Building Next-Gen Web Interfaces",
+          "subtitle": "Hands-on session building adaptive, real-time client-side applications."
+        },
+        {
+          "id": "agenda-item-4",
+          "component": "ListItem",
+          "title": "03:30 PM - Tech Talk: Edge Computing & On-Device ML",
+          "subtitle": "Optimizing machine learning workloads for low-power and edge hardware."
+        },
+        {
+          "id": "agenda-item-5",
+          "component": "ListItem",
+          "title": "05:30 PM - Networking Drinks & Evening Reception",
+          "subtitle": "Connect with speakers, developers, and founders over craft cocktails and food."
+        },
+        {
+          "id": "tab-speakers",
+          "component": "TabItem",
+          "value": "speakers",
+          "trigger": "🎙️ Speakers",
+          "content": [
+            "speakers-card"
+          ]
+        },
+        {
+          "id": "speakers-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "speakers-list"
+          ]
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "speaker-1",
+            "speaker-2",
+            "speaker-3",
+            "speaker-4"
+          ]
+        },
+        {
+          "id": "speaker-1",
+          "component": "ListItem",
+          "title": "Dr. Sarah Chen — VP of AI Research at NeuralTech",
+          "subtitle": "Pioneer in multimodal deep learning models with over 15 years of industry leadership."
+        },
+        {
+          "id": "speaker-2",
+          "component": "ListItem",
+          "title": "Marcus Vance — Chief Architect at CloudScale",
+          "subtitle": "Specialist in high-throughput distributed architectures and serverless microservices."
+        },
+        {
+          "id": "speaker-3",
+          "component": "ListItem",
+          "title": "Elena Rostova — Head of Product Design at UI Labs",
+          "subtitle": "Leading researcher in generative user interface systems and human-computer interaction."
+        },
+        {
+          "id": "speaker-4",
+          "component": "ListItem",
+          "title": "Devon Taylor — Founder & CEO of NextEdge",
+          "subtitle": "Serial entrepreneur building ultra-low-latency edge runtime solutions for AI workload distribution."
+        },
+        {
+          "id": "tab-tickets",
+          "component": "TabItem",
+          "value": "tickets",
+          "trigger": "🎟️ Ticket Tiers",
+          "content": [
+            "tickets-card"
+          ]
+        },
+        {
+          "id": "tickets-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "ticket-table"
+          ]
+        },
+        {
+          "id": "ticket-table",
+          "component": "Table",
+          "columns": [
+            "col-tier",
+            "col-price",
+            "col-access"
+          ]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": [
+            "Virtual Pass",
+            "Standard Pass",
+            "VIP Pass"
+          ]
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$199",
+            "$599",
+            "$1,199"
+          ]
+        },
+        {
+          "id": "col-access",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "Live streams + On-demand recordings",
+            "Full 3-day venue access + Workshops + Lunch",
+            "All-access + Speaker Lounge + Exclusive VIP Dinner"
+          ]
+        },
+        {
+          "id": "registration-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "reg-header",
+            "reg-form"
+          ]
+        },
+        {
+          "id": "reg-header",
+          "component": "CardHeader",
+          "title": "Register Now",
+          "subtitle": "Reserve your ticket today for TechFuture 2025"
+        },
+        {
+          "id": "reg-form",
+          "component": "Form",
+          "name": "registrationForm",
+          "fields": [
+            "form-control-name",
+            "form-control-email",
+            "form-control-tier"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "form-control-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "hint": "Enter your full first and last name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "fullName",
+          "placeholder": "e.g. Jane Doe",
+          "type": "text"
+        },
+        {
+          "id": "form-control-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "Your ticket confirmation will be sent here",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "e.g. jane.doe@company.com",
+          "type": "email"
+        },
+        {
+          "id": "form-control-tier",
+          "component": "FormControl",
+          "label": "Select Ticket Tier",
+          "hint": "Choose the experience level that fits your needs",
+          "input": "select-tier"
+        },
+        {
+          "id": "select-tier",
+          "component": "Select",
+          "name": "ticketTier",
+          "placeholder": "Choose a tier...",
+          "items": [
+            "select-virtual",
+            "select-standard",
+            "select-vip"
+          ]
+        },
+        {
+          "id": "select-virtual",
+          "component": "SelectItem",
+          "value": "virtual",
+          "label": "Virtual Pass ($199)"
+        },
+        {
+          "id": "select-standard",
+          "component": "SelectItem",
+          "value": "standard",
+          "label": "Standard Pass ($599)"
+        },
+        {
+          "id": "select-vip",
+          "component": "SelectItem",
+          "value": "vip",
+          "label": "VIP Pass ($1,199)"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-button"
+          ]
+        },
+        {
+          "id": "submit-button",
+          "component": "Button",
+          "label": "Complete Registration",
+          "variant": "primary",
+          "type": "normal",
+          "size": "large"
+        },
+        {
+          "id": "follow-up-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "What are the hotel and travel options near Moscone Center?"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Are group discounts available for teams of 5 or more?"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "How can I apply to become a workshop sponsor?"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..b0d0f611c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r3.txt
@@ -0,0 +1,388 @@
+I have generated a comprehensive conference landing screen UI containing all requested elements: event details, countdown timer, speaker highlight, agenda, ticket pricing, registration form, and follow-up links.
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "conference-landing-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "TechForward 2025 Conference"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "conference-landing-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "banner-callout",
+            "header-card",
+            "tabs-container",
+            "registration-card",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "banner-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Countdown to TechForward 2025",
+          "description": "⏳ Only 42 days remaining until the premier developer conference of the year! Secure your spot early."
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "main-heading",
+            "sub-heading",
+            "header-tags",
+            "separator-1"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "TechForward 2025: Building the Future of AI & Tech"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "large",
+          "text": "📅 **Date:** October 24-25, 2025 | 📍 **Venue:** Metropolitan Convention Center, San Francisco, CA"
+        },
+        {
+          "id": "header-tags",
+          "component": "TagBlock",
+          "tags": [
+            "In-Person & Virtual",
+            "Keynote Presentations",
+            "Hands-on Workshops",
+            "Networking Sessions"
+          ]
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-agenda",
+            "tab-speakers",
+            "tab-tickets"
+          ]
+        },
+        {
+          "id": "tab-agenda",
+          "component": "TabItem",
+          "value": "agenda",
+          "trigger": "📅 Agenda Schedule",
+          "content": [
+            "agenda-steps"
+          ]
+        },
+        {
+          "id": "agenda-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4",
+            "step-5"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "08:30 AM - 09:30 AM: Registration & Morning Coffee",
+          "details": "Check-in at the main lobby, collect your welcome badge, and network with early attendees over coffee and breakfast light bites."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "09:30 AM - 11:00 AM: Keynote: The Next Frontier in AI Architecture",
+          "details": "Opening presentation by Dr. Elena Rostova on autonomous agents, scalable LLM infrastructure, and future developer paradigms."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "11:15 AM - 12:45 PM: Panel Discussion: Cloud Native Scalability",
+          "details": "Industry leaders discuss distributed systems, Kubernetes orchestration at scale, and edge computing innovations."
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "01:00 PM - 02:30 PM: Networking Lunch & Tech Expo",
+          "details": "Enjoy catered lunch while exploring partner booths, demo showcases, and interactive technical exhibits."
+        },
+        {
+          "id": "step-5",
+          "component": "StepsItem",
+          "title": "02:30 PM - 05:00 PM: Interactive Technical Workshops",
+          "details": "Hands-on tracks covering AI UI integration, WebAssembly, security hardening, and real-time data streaming."
+        },
+        {
+          "id": "tab-speakers",
+          "component": "TabItem",
+          "value": "speakers",
+          "trigger": "🎙️ Featured Speakers",
+          "content": [
+            "speakers-list"
+          ]
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "speaker-1",
+            "speaker-2",
+            "speaker-3",
+            "speaker-4"
+          ]
+        },
+        {
+          "id": "speaker-1",
+          "component": "ListItem",
+          "title": "Dr. Elena Rostova — VP of AI Research at NeuralTech",
+          "subtitle": "Pioneer in distributed neural network architectures and multi-agent system orchestration.",
+          "actionLabel": "Keynote Speaker"
+        },
+        {
+          "id": "speaker-2",
+          "component": "ListItem",
+          "title": "Marcus Chen — Chief Engineer at CloudScale Inc.",
+          "subtitle": "Leading authority on cloud-native infrastructure, serverless scale, and high-throughput systems.",
+          "actionLabel": "Speaker"
+        },
+        {
+          "id": "speaker-3",
+          "component": "ListItem",
+          "title": "Aisha Patel — Head of Design & UX at Synthetix",
+          "subtitle": "Specialist in generative AI interfaces, design systems, and human-computer interaction.",
+          "actionLabel": "Speaker"
+        },
+        {
+          "id": "speaker-4",
+          "component": "ListItem",
+          "title": "David Miller — Cybersecurity Strategist at ShieldSec",
+          "subtitle": "Expert in modern zero-trust architecture, edge security, and privacy-preserving computing.",
+          "actionLabel": "Speaker"
+        },
+        {
+          "id": "tab-tickets",
+          "component": "TabItem",
+          "value": "tickets",
+          "trigger": "🎟️ Ticket Passes",
+          "content": [
+            "ticket-table"
+          ]
+        },
+        {
+          "id": "ticket-table",
+          "component": "Table",
+          "columns": [
+            "col-tier",
+            "col-price",
+            "col-access",
+            "col-perks"
+          ]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Pass Type",
+          "type": "string",
+          "data": [
+            "Virtual Access Pass",
+            "Standard In-Person Pass",
+            "VIP All-Access Pass"
+          ]
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$149",
+            "$499",
+            "$899"
+          ]
+        },
+        {
+          "id": "col-access",
+          "component": "Col",
+          "label": "Access Level",
+          "type": "string",
+          "data": [
+            "Live Stream & Session Recordings",
+            "Full 2-Day Venue & Expo Access",
+            "Full Access + VIP Lounge & Speaker Dinner"
+          ]
+        },
+        {
+          "id": "col-perks",
+          "component": "Col",
+          "label": "Perks Included",
+          "type": "string",
+          "data": [
+            "Digital Swag Bag & Discord Access",
+            "Catered Lunch & Official T-Shirt",
+            "Reserved Front Seating & Afterparty Pass"
+          ]
+        },
+        {
+          "id": "registration-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "reg-heading",
+            "registration-form"
+          ]
+        },
+        {
+          "id": "reg-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Reserve Your Seat Now"
+        },
+        {
+          "id": "registration-form",
+          "component": "Form",
+          "name": "conference_registration",
+          "fields": [
+            "field-name",
+            "field-email",
+            "field-ticket-select"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "hint": "Enter your first and last name as it should appear on your badge",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "full_name",
+          "placeholder": "e.g., Sarah Jenkins",
+          "type": "text"
+        },
+        {
+          "id": "field-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "Your registration confirmation and ticket badge will be sent here",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email_address",
+          "placeholder": "e.g., sarah.jenkins@example.com",
+          "type": "email"
+        },
+        {
+          "id": "field-ticket-select",
+          "component": "FormControl",
+          "label": "Select Ticket Tier",
+          "hint": "Choose the registration pass that fits your needs",
+          "input": "select-ticket"
+        },
+        {
+          "id": "select-ticket",
+          "component": "Select",
+          "name": "ticket_tier",
+          "placeholder": "Select pass level...",
+          "items": [
+            "opt-standard",
+            "opt-vip",
+            "opt-virtual"
+          ]
+        },
+        {
+          "id": "opt-standard",
+          "component": "SelectItem",
+          "label": "Standard In-Person Pass — $499",
+          "value": "standard"
+        },
+        {
+          "id": "opt-vip",
+          "component": "SelectItem",
+          "label": "VIP All-Access Pass — $899",
+          "value": "vip"
+        },
+        {
+          "id": "opt-virtual",
+          "component": "SelectItem",
+          "label": "Virtual Access Pass — $149",
+          "value": "virtual"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Complete Registration",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Where is the recommended hotel for TechForward 2025?"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Are group discounts available for teams of 5 or more?"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "What is the refund and ticket transfer policy?"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..d3f6cce75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-event__r4.txt
@@ -0,0 +1,431 @@
+Here is a complete conference landing screen built using the A2UI framework, covering the event details, agenda, speakers, ticket pricing, registration form, and a countdown banner.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "conf-landing-page",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "TechSummit 2025"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "conf-landing-page",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "countdown-callout",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "event-title",
+          "event-details-text",
+          "header-tags"
+        ]
+      },
+      {
+        "id": "event-title",
+        "component": "Heading",
+        "level": "h1",
+        "text": "TechFuture Summit 2025"
+      },
+      {
+        "id": "event-details-text",
+        "component": "TextContent",
+        "size": "large-heavy",
+        "text": "📅 **Date:** October 15–17, 2025  \n📍 **Venue:** Metropolitan Convention Center, San Francisco, CA"
+      },
+      {
+        "id": "header-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Artificial Intelligence",
+          "Cloud Computing",
+          "Developer Experience",
+          "In-Person & Virtual"
+        ]
+      },
+      {
+        "id": "countdown-callout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "⏳ Event Starts Soon!",
+        "description": "Only 45 days remaining! Early bird pricing ends in 10 days. Secure your spot now."
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-agenda",
+          "tab-speakers",
+          "tab-tickets",
+          "tab-register"
+        ]
+      },
+      {
+        "id": "tab-agenda",
+        "component": "TabItem",
+        "value": "agenda",
+        "trigger": "📋 Agenda",
+        "content": [
+          "agenda-card"
+        ]
+      },
+      {
+        "id": "agenda-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "agenda-header",
+          "agenda-table"
+        ]
+      },
+      {
+        "id": "agenda-header",
+        "component": "CardHeader",
+        "title": "Conference Schedule",
+        "subtitle": "Day 1 Highlights — October 15, 2025"
+      },
+      {
+        "id": "agenda-table",
+        "component": "Table",
+        "columns": [
+          "col-time",
+          "col-session",
+          "col-speaker",
+          "col-location"
+        ]
+      },
+      {
+        "id": "col-time",
+        "component": "Col",
+        "label": "Time",
+        "type": "string",
+        "data": [
+          "09:00 AM - 10:00 AM",
+          "10:15 AM - 11:30 AM",
+          "11:45 AM - 01:00 PM",
+          "01:00 PM - 02:00 PM",
+          "02:00 PM - 03:30 PM",
+          "03:45 PM - 05:00 PM"
+        ]
+      },
+      {
+        "id": "col-session",
+        "component": "Col",
+        "label": "Session Title",
+        "type": "string",
+        "data": [
+          "Opening Keynote: The Future of AI Architecture",
+          "Scaling Distributed Systems in 2025",
+          "Designing Next-Gen User Interfaces",
+          "Networking Lunch & Exhibition",
+          "DevOps Automation & Security Best Practices",
+          "Closing Panel: The Next Decade of Software Engineering"
+        ]
+      },
+      {
+        "id": "col-speaker",
+        "component": "Col",
+        "label": "Speaker",
+        "type": "string",
+        "data": [
+          "Dr. Aris Thorne",
+          "Elena Rostova",
+          "Marcus Vance",
+          "—",
+          "Sarah Chen",
+          "All Keynote Panelists"
+        ]
+      },
+      {
+        "id": "col-location",
+        "component": "Col",
+        "label": "Hall",
+        "type": "string",
+        "data": [
+          "Main Auditorium",
+          "Hall A",
+          "Hall B",
+          "Dining Commons",
+          "Hall A",
+          "Main Auditorium"
+        ]
+      },
+      {
+        "id": "tab-speakers",
+        "component": "TabItem",
+        "value": "speakers",
+        "trigger": "🎙️ Speakers",
+        "content": [
+          "speakers-card"
+        ]
+      },
+      {
+        "id": "speakers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "speakers-header",
+          "speakers-list"
+        ]
+      },
+      {
+        "id": "speakers-header",
+        "component": "CardHeader",
+        "title": "Featured Speakers",
+        "subtitle": "Industry leaders, researchers, and innovators sharing their expertise."
+      },
+      {
+        "id": "speakers-list",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "speaker-1",
+          "speaker-2",
+          "speaker-3",
+          "speaker-4"
+        ]
+      },
+      {
+        "id": "speaker-1",
+        "component": "ListItem",
+        "title": "Dr. Aris Thorne",
+        "subtitle": "Chief AI Architect at SynthTech — Pioneering foundation models and autonomous systems research."
+      },
+      {
+        "id": "speaker-2",
+        "component": "ListItem",
+        "title": "Elena Rostova",
+        "subtitle": "VP of Engineering at CloudScale — Leading global infrastructure resilience and microservice platforms."
+      },
+      {
+        "id": "speaker-3",
+        "component": "ListItem",
+        "title": "Marcus Vance",
+        "subtitle": "Head of Design at UI Labs — Crafting accessible and adaptive digital experiences for millions."
+      },
+      {
+        "id": "speaker-4",
+        "component": "ListItem",
+        "title": "Sarah Chen",
+        "subtitle": "Director of Security at Enterprise Shield — Author and speaker on zero-trust architectures."
+      },
+      {
+        "id": "tab-tickets",
+        "component": "TabItem",
+        "value": "tickets",
+        "trigger": "🎟️ Pricing & Tiers",
+        "content": [
+          "tickets-card"
+        ]
+      },
+      {
+        "id": "tickets-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "tickets-header",
+          "tickets-table"
+        ]
+      },
+      {
+        "id": "tickets-header",
+        "component": "CardHeader",
+        "title": "Ticket Packages",
+        "subtitle": "Choose the pass that fits your needs. Group discounts available."
+      },
+      {
+        "id": "tickets-table",
+        "component": "Table",
+        "columns": [
+          "col-tier",
+          "col-price",
+          "col-access",
+          "col-perks"
+        ]
+      },
+      {
+        "id": "col-tier",
+        "component": "Col",
+        "label": "Pass Tier",
+        "type": "string",
+        "data": [
+          "Virtual Pass",
+          "General Admission",
+          "VIP All-Access"
+        ]
+      },
+      {
+        "id": "col-price",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$149",
+          "$499",
+          "$899"
+        ]
+      },
+      {
+        "id": "col-access",
+        "component": "Col",
+        "label": "Access",
+        "type": "string",
+        "data": [
+          "Online Live Stream",
+          "In-Person Venue Access",
+          "Full Venue + Exclusive VIP Lounge"
+        ]
+      },
+      {
+        "id": "col-perks",
+        "component": "Col",
+        "label": "Includes",
+        "type": "string",
+        "data": [
+          "Live Q&A, On-demand recordings",
+          "Keynotes, Workshops, Swag bag, Lunch",
+          "Keynotes, Workshops, Speakers Dinner, 1-on-1 Mentorship"
+        ]
+      },
+      {
+        "id": "tab-register",
+        "component": "TabItem",
+        "value": "register",
+        "trigger": "✍️ Register Now",
+        "content": [
+          "register-card"
+        ]
+      },
+      {
+        "id": "register-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "register-form"
+        ]
+      },
+      {
+        "id": "register-form",
+        "component": "Form",
+        "name": "conferenceRegistration",
+        "fields": [
+          "field-fullname",
+          "field-email",
+          "field-tier-select"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "field-fullname",
+        "component": "FormControl",
+        "label": "Full Name",
+        "hint": "Enter your first and last name as it should appear on your badge.",
+        "input": "input-fullname"
+      },
+      {
+        "id": "input-fullname",
+        "component": "Input",
+        "name": "fullName",
+        "placeholder": "e.g. Jane Doe",
+        "type": "text"
+      },
+      {
+        "id": "field-email",
+        "component": "FormControl",
+        "label": "Email Address",
+        "hint": "Your ticket confirmation and schedule updates will be sent here.",
+        "input": "input-email"
+      },
+      {
+        "id": "input-email",
+        "component": "Input",
+        "name": "email",
+        "placeholder": "jane.doe@example.com",
+        "type": "email"
+      },
+      {
+        "id": "field-tier-select",
+        "component": "FormControl",
+        "label": "Ticket Tier",
+        "hint": "Select your desired registration tier.",
+        "input": "select-tier"
+      },
+      {
+        "id": "select-tier",
+        "component": "Select",
+        "name": "ticketTier",
+        "placeholder": "Select a ticket option",
+        "items": [
+          "select-item-virtual",
+          "select-item-ga",
+          "select-item-vip"
+        ]
+      },
+      {
+        "id": "select-item-virtual",
+        "component": "SelectItem",
+        "value": "virtual",
+        "label": "Virtual Pass ($149)"
+      },
+      {
+        "id": "select-item-ga",
+        "component": "SelectItem",
+        "value": "ga",
+        "label": "General Admission ($499)"
+      },
+      {
+        "id": "select-item-vip",
+        "component": "SelectItem",
+        "value": "vip",
+        "label": "VIP All-Access ($899)"
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit"
+        ]
+      },
+      {
+        "id": "btn-submit",
+        "component": "Button",
+        "label": "Complete Registration",
+        "variant": "primary",
+        "size": "large"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..7055c2a16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,9 @@
+Here is a comprehensive daily fitness summary dashboard including step tracking against your goal, calories burned, a weekly workout breakdown, and a simple form to log new workouts.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"fitness-summary","theme":{"agentDisplayName":"Fitness Tracker","primaryColor":"#10B981"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["header","callout-status","main-tabs","followups"],"component":"Card","direction":"column","gap":"l","id":"root","variant":"card"},{"component":"CardHeader","id":"header","subtitle":"Thursday, October 24 • Keep up the momentum!","title":"Daily Summary"},{"description":"You've reached 84% of your daily step goal and burned 620 kcal today. Almost there!","id":"callout-status","title":"Great progress today!","variant":"success"},{"component":"Tabs","id":"main-tabs","items":["tab-overview","tab-weekly","tab-log"]},{"content":["overview-card"],"component":"TabItem","id":"tab-overview","trigger":"Today's Overview","value":"overview"},{"content":["weekly-card"],"component":"TabItem","id":"tab-weekly","trigger":"Weekly Trends","value":"weekly"},{"content":["log-card"],"component":"TabItem","id":"tab-log","trigger":"Log Workout","value":"log"},{"children":["steps-heading","steps-progress","steps-badge","sep1","cal-heading","cal-progress","cal-badge"],"component":"Card","direction":"column","gap":"m","id":"overview-card","variant":"clear"},{"component":"Heading","id":"steps-heading","level":"h3","text":"Steps Today"},{"component":"Progress","id":"steps-progress","label":"8,420 / 10,000 steps","value":84.2},{"component":"Badge","id":"steps-badge","text":"1,580 steps left","variant":"secondary"},{"component":"Separator","id":"sep1","orientation":"horizontal"},{"component":"Heading","id":"cal-heading","level":"h3","text":"Calories Burned"},{"component":"Progress","id":"cal-progress","label":"620 / 700 kcal","value":88.5},{"component":"Badge","id":"cal-badge","text":"80 kcal to daily target","variant":"secondary"},{"children":["weekly-heading","weekly-chart","sep2","workout-list-heading","workout-list"],"component":"Card","direction":"column","gap":"m","id":"weekly-card","variant":"clear"},{"component":"Heading","id":"weekly-heading","level":"h3","text":"Workouts Over Past 7 Days"},{"component":"BarChart","id":"weekly-chart","labels":["Fri","Sat","Sun","Mon","Tue","Wed","Thu"],"series":["series-active-min","series-calories"],"variant":"grouped","xLabel":"Day","yLabel":"Value"},{"category":"Active Minutes","component":"Series","id":"series-active-min","values":[45,60,30,0,50,40,35]},{"category":"Calories (x10 kcal)","component":"Series","id":"series-calories","values":[45,65,32,0,52,42,38]},{"component":"Separator","id":"sep2","orientation":"horizontal"},{"component":"Heading","id":"workout-list-heading","level":"h3","text":"Recent Activities"},{"component":"ListBlock","id":"workout-list","items":["item1","item2","item3"],"variant":"number"},{"actionLabel":"Details","component":"ListItem","id":"item1","subtitle":"35 min • 380 kcal burned","title":"Morning Run"},{"actionLabel":"Details","component":"ListItem","id":"item2","subtitle":"40 min • 210 kcal burned","title":"Evening Yoga"},{"actionLabel":"Details","component":"ListItem","id":"item3","subtitle":"50 min • 520 kcal burned","title":"HIIT Session"},{"children":["log-heading","log-form"],"component":"Card","direction":"column","gap":"m","id":"log-card","variant":"clear"},{"component":"Heading","id":"log-heading","level":"h3","text":"Log a New Workout"},{"buttons":"form-buttons","component":"Form","fields":["fc-type","fc-duration","fc-calories","fc-date"],"id":"log-form","name":"workout-log-form"},{"component":"FormControl","hint":"Select the type of exercise","id":"fc-type","input":"select-type","label":"Workout Type"},{"component":"Select","id":"select-type","items":["type-running","type-cycling","type-swimming","type-strength","type-yoga","type-hiit"],"name":"type","placeholder":"Choose exercise type"},{"component":"SelectItem","id":"type-running","label":"Running","value":"running"},{"component":"SelectItem","id":"type-cycling","label":"Cycling","value":"cycling"},{"component":"SelectItem","id":"type-swimming","label":"Swimming","value":"swimming"},{"component":"SelectItem","id":"type-strength","label":"Strength Training","value":"strength"},{"component":"SelectItem","id":"type-yoga","label":"Yoga","value":"yoga"},{"component":"SelectItem","id":"type-hiit","label":"HIIT Workout","value":"hiit"},{"component":"FormControl","hint":"In minutes","id":"fc-duration","input":"input-duration","label":"Duration"},{"component":"Input","id":"input-duration","name":"duration","placeholder":"e.g. 45","type":"number"},{"component":"FormControl","hint":"Estimated calories burned","id":"fc-calories","input":"input-calories","label":"Calories Burned"},{"component":"Input","id":"input-calories","name":"calories","placeholder":"e.g. 350","type":"number"},{"component":"FormControl","id":"fc-date","input":"picker-date","label":"Date"},{"component":"DatePicker","id":"picker-date","mode":"single","name":"workoutDate"},{"buttons":["btn-submit"],"component":"Buttons","direction":"row","id":"form-buttons"},{"action":["submit"],"component":"Button","id":"btn-submit","label":"Save Workout","size":"medium","variant":"primary"},{"component":"FollowUpBlock","id":"followups","items":["fu1","fu2","fu3"]},{"component":"FollowUpItem","id":"fu1","text":"Show my weekly step goal analysis"},{"component":"FollowUpItem","id":"fu2","text":"How many calories should I eat today?"},{"component":"FollowUpItem","id":"fu3","text":"Set a new daily step goal"}],"surfaceId":"fitness-summary"},"version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..4b6bd06cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,338 @@
+Here is a complete daily summary screen for your fitness app, featuring step count tracking against your daily goal, active calories burned, weekly workout breakdown with a chart, and a form to log new workouts.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Fitness Tracker"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "metrics-tabs",
+            "log-workout-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-callout"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Daily Summary",
+          "subtitle": "Thursday, Oct 24 • Keep up the great momentum!"
+        },
+        {
+          "id": "header-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Daily Goal Almost Reached!",
+          "description": "You are just 1,480 steps away from hitting your daily activity target."
+        },
+        {
+          "id": "metrics-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-weekly-history"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Today's Metrics",
+          "content": [
+            "overview-card"
+          ]
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "steps-heading",
+            "steps-progress",
+            "steps-detail",
+            "divider-1",
+            "calories-heading",
+            "calories-progress",
+            "calories-detail"
+          ]
+        },
+        {
+          "id": "steps-heading",
+          "component": "Heading",
+          "text": "Steps Tracked",
+          "level": "h3"
+        },
+        {
+          "id": "steps-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "8,520 / 10,000 steps"
+        },
+        {
+          "id": "steps-detail",
+          "component": "TextContent",
+          "text": "🚶 **8,520 steps** (85% of 10,000 daily goal) • Approx. 6.2 km walked",
+          "size": "default"
+        },
+        {
+          "id": "divider-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "calories-heading",
+          "component": "Heading",
+          "text": "Active Energy",
+          "level": "h3"
+        },
+        {
+          "id": "calories-progress",
+          "component": "Progress",
+          "value": 72,
+          "label": "540 / 750 kcal"
+        },
+        {
+          "id": "calories-detail",
+          "component": "TextContent",
+          "text": "🔥 **540 kcal burned** today (320 kcal from workouts, 220 kcal from active movement)",
+          "size": "default"
+        },
+        {
+          "id": "tab-weekly-history",
+          "component": "TabItem",
+          "value": "weekly",
+          "trigger": "Past Week Workouts",
+          "content": [
+            "weekly-card"
+          ]
+        },
+        {
+          "id": "weekly-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-heading",
+            "weekly-chart",
+            "series-workout-mins",
+            "workout-table"
+          ]
+        },
+        {
+          "id": "chart-heading",
+          "component": "Heading",
+          "text": "Workout Minutes (Last 7 Days)",
+          "level": "h3"
+        },
+        {
+          "id": "weekly-chart",
+          "component": "BarChart",
+          "labels": ["Fri", "Sat", "Sun", "Mon", "Tue", "Wed", "Thu"],
+          "series": ["series-workout-mins"],
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "series-workout-mins",
+          "component": "Series",
+          "category": "Active Workout Time (mins)",
+          "values": [45, 60, 0, 30, 50, 40, 45]
+        },
+        {
+          "id": "workout-table",
+          "component": "Table",
+          "columns": [
+            "col-day",
+            "col-type",
+            "col-duration",
+            "col-cals"
+          ]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Thu (Today)", "Wed", "Tue", "Mon", "Sat", "Fri"]
+        },
+        {
+          "id": "col-type",
+          "component": "Col",
+          "label": "Workout Type",
+          "type": "string",
+          "data": ["Evening Run", "HIIT Session", "Morning Yoga", "Cycling", "Long Run", "Strength Training"]
+        },
+        {
+          "id": "col-duration",
+          "component": "Col",
+          "label": "Duration",
+          "type": "string",
+          "data": ["45 mins", "40 mins", "50 mins", "30 mins", "60 mins", "45 mins"]
+        },
+        {
+          "id": "col-cals",
+          "component": "Col",
+          "label": "Calories Burned",
+          "type": "number",
+          "data": [320, 380, 180, 240, 510, 290]
+        },
+        {
+          "id": "log-workout-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "log-workout-form"
+          ]
+        },
+        {
+          "id": "log-workout-form",
+          "component": "Form",
+          "name": "logWorkoutForm",
+          "fields": [
+            "field-workout-type",
+            "field-duration",
+            "field-calories"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-workout-type",
+          "component": "FormControl",
+          "label": "Workout Activity",
+          "hint": "Select the activity type",
+          "input": "input-workout-type"
+        },
+        {
+          "id": "input-workout-type",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Choose activity...",
+          "items": [
+            "item-running",
+            "item-cycling",
+            "item-swimming",
+            "item-strength",
+            "item-yoga",
+            "item-hiit"
+          ]
+        },
+        {
+          "id": "item-running",
+          "component": "SelectItem",
+          "value": "running",
+          "label": "Running"
+        },
+        {
+          "id": "item-cycling",
+          "component": "SelectItem",
+          "value": "cycling",
+          "label": "Cycling"
+        },
+        {
+          "id": "item-swimming",
+          "component": "SelectItem",
+          "value": "swimming",
+          "label": "Swimming"
+        },
+        {
+          "id": "item-strength",
+          "component": "SelectItem",
+          "value": "strength",
+          "label": "Strength Training"
+        },
+        {
+          "id": "item-yoga",
+          "component": "SelectItem",
+          "value": "yoga",
+          "label": "Yoga / Mobility"
+        },
+        {
+          "id": "item-hiit",
+          "component": "SelectItem",
+          "value": "hiit",
+          "label": "HIIT / Cardio"
+        },
+        {
+          "id": "field-duration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "hint": "Enter workout time in minutes",
+          "input": "input-duration"
+        },
+        {
+          "id": "input-duration",
+          "component": "Input",
+          "name": "durationMins",
+          "placeholder": "e.g. 45",
+          "type": "number"
+        },
+        {
+          "id": "field-calories",
+          "component": "FormControl",
+          "label": "Estimated Calories Burned",
+          "hint": "Optional: enter calories burned",
+          "input": "input-calories"
+        },
+        {
+          "id": "input-calories",
+          "component": "Input",
+          "name": "estCalories",
+          "placeholder": "e.g. 320",
+          "type": "number"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-workout"
+          ]
+        },
+        {
+          "id": "btn-submit-workout",
+          "component": "Button",
+          "label": "Log Workout",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..0d1782e25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,353 @@
+Here is a daily fitness summary dashboard that displays your activity metrics, weekly workout trends, and allows you to log new workouts.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Fitness Tracker"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "metrics-tabs",
+            "log-workout-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header",
+            "callout-summary"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Activity Summary",
+          "subtitle": "Track your progress and stay on target"
+        },
+        {
+          "id": "callout-summary",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Great progress today!",
+          "description": "You have reached 84% of your step goal and burned over 500 active calories."
+        },
+        {
+          "id": "metrics-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-today",
+            "tab-weekly"
+          ]
+        },
+        {
+          "id": "tab-today",
+          "component": "TabItem",
+          "value": "today",
+          "trigger": "Today's Metrics",
+          "content": [
+            "today-card"
+          ]
+        },
+        {
+          "id": "today-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "step-heading",
+            "step-progress",
+            "step-text",
+            "sep-1",
+            "calorie-heading",
+            "calorie-pie",
+            "calorie-text"
+          ]
+        },
+        {
+          "id": "step-heading",
+          "component": "Heading",
+          "text": "Daily Step Goal",
+          "level": "h3"
+        },
+        {
+          "id": "step-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "8,420 / 10,000 steps"
+        },
+        {
+          "id": "step-text",
+          "component": "TextContent",
+          "text": "You need **1,580 more steps** to reach your daily goal. A quick 15-minute walk will get you there!",
+          "size": "default"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "calorie-heading",
+          "component": "Heading",
+          "text": "Calories Burned Today",
+          "level": "h3"
+        },
+        {
+          "id": "calorie-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Active Calories", "Resting Calories"],
+          "values": [520, 1450]
+        },
+        {
+          "id": "calorie-text",
+          "component": "TextContent",
+          "text": "Total Burn: **1,970 kcal** (Active: 520 kcal | Resting: 1,450 kcal)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "tab-weekly",
+          "component": "TabItem",
+          "value": "weekly",
+          "trigger": "Past Week Overview",
+          "content": [
+            "weekly-card"
+          ]
+        },
+        {
+          "id": "weekly-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "weekly-heading",
+            "weekly-chart",
+            "weekly-stats-heading",
+            "weekly-table"
+          ]
+        },
+        {
+          "id": "weekly-heading",
+          "component": "Heading",
+          "text": "Workout Activity & Calories Burned",
+          "level": "h3"
+        },
+        {
+          "id": "weekly-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Calories",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": [
+            "series-workout-cal"
+          ]
+        },
+        {
+          "id": "series-workout-cal",
+          "component": "Series",
+          "category": "Workout Calories",
+          "values": [420, 310, 550, 0, 480, 620, 520]
+        },
+        {
+          "id": "weekly-stats-heading",
+          "component": "Heading",
+          "text": "Past 7 Days Breakdown",
+          "level": "h4"
+        },
+        {
+          "id": "weekly-table",
+          "component": "Table",
+          "columns": [
+            "col-day",
+            "col-type",
+            "col-duration",
+            "col-calories"
+          ]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"]
+        },
+        {
+          "id": "col-type",
+          "component": "Col",
+          "label": "Activity",
+          "type": "string",
+          "data": ["Running", "Yoga", "HIIT", "Rest", "Cycling", "Strength", "Running"]
+        },
+        {
+          "id": "col-duration",
+          "component": "Col",
+          "label": "Duration",
+          "type": "string",
+          "data": ["45 min", "30 min", "50 min", "0 min", "40 min", "60 min", "45 min"]
+        },
+        {
+          "id": "col-calories",
+          "component": "Col",
+          "label": "Calories",
+          "type": "number",
+          "data": [420, 310, 550, 0, 480, 620, 520]
+        },
+        {
+          "id": "log-workout-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "log-workout-heading",
+            "log-workout-form"
+          ]
+        },
+        {
+          "id": "log-workout-heading",
+          "component": "Heading",
+          "text": "Log a New Workout",
+          "level": "h3"
+        },
+        {
+          "id": "log-workout-form",
+          "component": "Form",
+          "name": "log_workout_form",
+          "fields": [
+            "fc-workout-type",
+            "fc-duration",
+            "fc-calories"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-workout-type",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "input-workout-type"
+        },
+        {
+          "id": "input-workout-type",
+          "component": "Select",
+          "name": "workout_type",
+          "placeholder": "Select activity type",
+          "items": [
+            "sel-run",
+            "sel-cycle",
+            "sel-strength",
+            "sel-hiit",
+            "sel-yoga",
+            "sel-walk"
+          ]
+        },
+        {
+          "id": "sel-run",
+          "component": "SelectItem",
+          "value": "running",
+          "label": "Running"
+        },
+        {
+          "id": "sel-cycle",
+          "component": "SelectItem",
+          "value": "cycling",
+          "label": "Cycling"
+        },
+        {
+          "id": "sel-strength",
+          "component": "SelectItem",
+          "value": "strength",
+          "label": "Strength Training"
+        },
+        {
+          "id": "sel-hiit",
+          "component": "SelectItem",
+          "value": "hiit",
+          "label": "HIIT"
+        },
+        {
+          "id": "sel-yoga",
+          "component": "SelectItem",
+          "value": "yoga",
+          "label": "Yoga"
+        },
+        {
+          "id": "sel-walk",
+          "component": "SelectItem",
+          "value": "walking",
+          "label": "Walking"
+        },
+        {
+          "id": "fc-duration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "input-duration",
+          "hint": "Enter time spent in minutes"
+        },
+        {
+          "id": "input-duration",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "fc-calories",
+          "component": "FormControl",
+          "label": "Estimated Calories Burned",
+          "input": "input-calories"
+        },
+        {
+          "id": "input-calories",
+          "component": "Input",
+          "name": "calories",
+          "type": "number",
+          "placeholder": "e.g. 350"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Log Workout",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..15be56af3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,293 @@
+Here is a interactive daily summary interface for your fitness application.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-daily-summary",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#10B981",
+      "agentDisplayName": "Fitness Tracker"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-daily-summary",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "tabs-container"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Daily Activity Summary",
+        "subtitle": "Track your daily goals, workout stats, and log new activities."
+      },
+      {
+        "id": "tabs-container",
+        "component": "Tabs",
+        "items": [
+          "tab-overview",
+          "tab-log-workout"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Today's Overview & Trends",
+        "content": [
+          "metrics-card",
+          "separator-1",
+          "trends-card"
+        ]
+      },
+      {
+        "id": "tab-log-workout",
+        "component": "TabItem",
+        "value": "log-workout",
+        "trigger": "Log New Workout",
+        "content": [
+          "log-workout-card"
+        ]
+      },
+      {
+        "id": "metrics-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "metrics-heading",
+          "steps-progress",
+          "steps-details",
+          "calories-badge"
+        ]
+      },
+      {
+        "id": "metrics-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Today's Progress"
+      },
+      {
+        "id": "steps-progress",
+        "component": "Progress",
+        "value": 82,
+        "label": "Steps: 8,240 / 10,000"
+      },
+      {
+        "id": "steps-details",
+        "component": "TextContent",
+        "size": "small",
+        "text": "You are 1,760 steps away from reaching your daily goal! Keep going."
+      },
+      {
+        "id": "calories-badge",
+        "component": "Callout",
+        "variant": "success",
+        "title": "540 kcal Burned Today",
+        "description": "Active calories: 420 kcal | Resting calories: 120 kcal"
+      },
+      {
+        "id": "separator-1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "trends-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "trends-heading",
+          "trends-description",
+          "weekly-chart"
+        ]
+      },
+      {
+        "id": "trends-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Past Week Workouts"
+      },
+      {
+        "id": "trends-description",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Duration in minutes recorded over the last 7 days:"
+      },
+      {
+        "id": "weekly-chart",
+        "component": "BarChart",
+        "xLabel": "Day",
+        "yLabel": "Duration (mins)",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+        "series": ["series-workout-mins"]
+      },
+      {
+        "id": "series-workout-mins",
+        "component": "Series",
+        "category": "Workout Duration (mins)",
+        "values": [45, 30, 60, 0, 50, 75, 40]
+      },
+      {
+        "id": "log-workout-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "log-workout-heading",
+          "workout-form"
+        ]
+      },
+      {
+        "id": "log-workout-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Record an Activity"
+      },
+      {
+        "id": "workout-form",
+        "component": "Form",
+        "name": "workout_entry",
+        "fields": [
+          "field-type",
+          "field-duration",
+          "field-calories",
+          "field-notes"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "field-type",
+        "component": "FormControl",
+        "label": "Workout Type",
+        "input": "select-workout-type",
+        "hint": "Select the activity you performed"
+      },
+      {
+        "id": "select-workout-type",
+        "component": "Select",
+        "name": "workout_type",
+        "placeholder": "Select activity...",
+        "items": [
+          "item-running",
+          "item-cycling",
+          "item-weightlifting",
+          "item-swimming",
+          "item-yoga",
+          "item-walking"
+        ]
+      },
+      {
+        "id": "item-running",
+        "component": "SelectItem",
+        "value": "running",
+        "label": "Running"
+      },
+      {
+        "id": "item-cycling",
+        "component": "SelectItem",
+        "value": "cycling",
+        "label": "Cycling"
+      },
+      {
+        "id": "item-weightlifting",
+        "component": "SelectItem",
+        "value": "weightlifting",
+        "label": "Strength Training"
+      },
+      {
+        "id": "item-swimming",
+        "component": "SelectItem",
+        "value": "swimming",
+        "label": "Swimming"
+      },
+      {
+        "id": "item-yoga",
+        "component": "SelectItem",
+        "value": "yoga",
+        "label": "Yoga / Mobility"
+      },
+      {
+        "id": "item-walking",
+        "component": "SelectItem",
+        "value": "walking",
+        "label": "Walking"
+      },
+      {
+        "id": "field-duration",
+        "component": "FormControl",
+        "label": "Duration (Minutes)",
+        "input": "input-duration"
+      },
+      {
+        "id": "input-duration",
+        "component": "Input",
+        "name": "duration",
+        "type": "number",
+        "placeholder": "e.g. 45"
+      },
+      {
+        "id": "field-calories",
+        "component": "FormControl",
+        "label": "Est. Calories Burned",
+        "input": "input-calories"
+      },
+      {
+        "id": "input-calories",
+        "component": "Input",
+        "name": "calories",
+        "type": "number",
+        "placeholder": "e.g. 350"
+      },
+      {
+        "id": "field-notes",
+        "component": "FormControl",
+        "label": "Notes / Reflection",
+        "input": "textarea-notes",
+        "hint": "How did the workout feel?"
+      },
+      {
+        "id": "textarea-notes",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "Optional details about heart rate, pace, or overall feeling...",
+        "rows": 3
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit"
+        ]
+      },
+      {
+        "id": "btn-submit",
+        "component": "Button",
+        "label": "Save Workout",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..98f863e7f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r1.txt
@@ -0,0 +1,403 @@
+Here is a single-screen job posting layout for a Senior Product Designer role. It includes the role overview, salary details, key qualifications, an integrated application form, and options to share or save the posting.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "job-posting-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Careers Portal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "job-posting-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "content_tabs",
+          "follow_up_suggestions"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header_top_row",
+          "header_title_group",
+          "tags_row",
+          "header_separator",
+          "salary_callout"
+        ]
+      },
+      {
+        "id": "header_top_row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "team_badge",
+          "share_buttons"
+        ]
+      },
+      {
+        "id": "team_badge",
+        "component": "Badge",
+        "text": "Design & User Experience Team",
+        "variant": "secondary"
+      },
+      {
+        "id": "share_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "share_posting_btn",
+          "save_posting_btn"
+        ]
+      },
+      {
+        "id": "share_posting_btn",
+        "component": "Button",
+        "label": "Share Posting",
+        "variant": "secondary",
+        "size": "small",
+        "action": ["share_posting"]
+      },
+      {
+        "id": "save_posting_btn",
+        "component": "Button",
+        "label": "Save Job",
+        "variant": "tertiary",
+        "size": "small",
+        "action": ["save_job"]
+      },
+      {
+        "id": "header_title_group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "role_heading",
+          "short_desc"
+        ]
+      },
+      {
+        "id": "role_heading",
+        "component": "Heading",
+        "level": "h1",
+        "text": "Senior Product Designer"
+      },
+      {
+        "id": "short_desc",
+        "component": "TextContent",
+        "text": "We are seeking a thoughtful Senior Product Designer to lead the end-to-end user experience for our core design system and enterprise workflow tools. In this role, you will collaborate closely with product management, engineering, and user research to craft intuitive, accessible, and elegant solutions.",
+        "size": "large"
+      },
+      {
+        "id": "tags_row",
+        "component": "TagBlock",
+        "tags": [
+          "Full-time",
+          "Remote (US / Canada)",
+          "Design Systems",
+          "Posted 2 days ago"
+        ]
+      },
+      {
+        "id": "header_separator",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "salary_callout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Compensation & Salary Range",
+        "description": "$145,000 – $180,000 USD/year + Competitive Equity Options + Full Benefits Package (Health, Dental, 401k matching)"
+      },
+      {
+        "id": "content_tabs",
+        "component": "Tabs",
+        "items": [
+          "tab_details",
+          "tab_apply"
+        ]
+      },
+      {
+        "id": "tab_details",
+        "component": "TabItem",
+        "value": "details",
+        "trigger": "Role Overview & Requirements",
+        "content": [
+          "details_card"
+        ]
+      },
+      {
+        "id": "details_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "qualifications_heading",
+          "qualifications_list",
+          "responsibilities_heading",
+          "responsibilities_list"
+        ]
+      },
+      {
+        "id": "qualifications_heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Main Qualifications Sought"
+      },
+      {
+        "id": "qualifications_list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "qual_1",
+          "qual_2",
+          "qual_3",
+          "qual_4",
+          "qual_5"
+        ]
+      },
+      {
+        "id": "qual_1",
+        "component": "ListItem",
+        "title": "5+ Years of Product Design Experience",
+        "subtitle": "Demonstrated track record of shipping complex web applications and digital products."
+      },
+      {
+        "id": "qual_2",
+        "component": "ListItem",
+        "title": "Strong Systems Thinking & Figma Expertise",
+        "subtitle": "Proven experience building and maintaining component libraries and design tokens."
+      },
+      {
+        "id": "qual_3",
+        "component": "ListItem",
+        "title": "End-to-End Design Ownership",
+        "subtitle": "Ability to handle research, wireframing, high-fidelity prototyping, and developer handoff."
+      },
+      {
+        "id": "qual_4",
+        "component": "ListItem",
+        "title": "User-Centric & Data-Informed Approach",
+        "subtitle": "Experience conducting user testing, interpreting analytics, and iterating based on feedback."
+      },
+      {
+        "id": "qual_5",
+        "component": "ListItem",
+        "title": "Accessibility Standards Knowledge",
+        "subtitle": "Deep understanding of WCAG 2.1 AA standards and designing for inclusive user experiences."
+      },
+      {
+        "id": "responsibilities_heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "What You'll Do"
+      },
+      {
+        "id": "responsibilities_list",
+        "component": "Steps",
+        "items": [
+          "resp_1",
+          "resp_2",
+          "resp_3"
+        ]
+      },
+      {
+        "id": "resp_1",
+        "component": "StepsItem",
+        "title": "Define & Scope",
+        "details": "Partner with Product Managers and Engineers to translate ambiguous requirements into intuitive UI flows and interaction models."
+      },
+      {
+        "id": "resp_2",
+        "component": "StepsItem",
+        "title": "Prototype & Validate",
+        "details": "Create interactive Figma prototypes to gather qualitative feedback through usability tests and stakeholder reviews."
+      },
+      {
+        "id": "resp_3",
+        "component": "StepsItem",
+        "title": "Ship & Scale",
+        "details": "Work closely with frontend engineers during implementation to ensure design fidelity and refine our design system."
+      },
+      {
+        "id": "tab_apply",
+        "component": "TabItem",
+        "value": "apply",
+        "trigger": "Apply Now",
+        "content": [
+          "apply_card"
+        ]
+      },
+      {
+        "id": "apply_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "apply_header",
+          "apply_form"
+        ]
+      },
+      {
+        "id": "apply_header",
+        "component": "CardHeader",
+        "title": "Submit Your Application",
+        "subtitle": "Please fill out the form below. Our talent team typically responds within 3 business days."
+      },
+      {
+        "id": "apply_form",
+        "component": "Form",
+        "name": "job_application_form",
+        "fields": [
+          "field_full_name",
+          "field_email",
+          "field_resume_link",
+          "field_portfolio_link",
+          "field_note"
+        ],
+        "buttons": "form_action_buttons"
+      },
+      {
+        "id": "field_full_name",
+        "component": "FormControl",
+        "label": "Full Name",
+        "hint": "Enter your first and last name",
+        "input": "input_full_name"
+      },
+      {
+        "id": "input_full_name",
+        "component": "Input",
+        "name": "full_name",
+        "placeholder": "e.g., Alex Morgan",
+        "type": "text",
+        "rules": ["required"]
+      },
+      {
+        "id": "field_email",
+        "component": "FormControl",
+        "label": "Email Address",
+        "hint": "We will use this address to contact you regarding your application",
+        "input": "input_email"
+      },
+      {
+        "id": "input_email",
+        "component": "Input",
+        "name": "email",
+        "placeholder": "alex.morgan@example.com",
+        "type": "email",
+        "rules": ["required", "email"]
+      },
+      {
+        "id": "field_resume_link",
+        "component": "FormControl",
+        "label": "Resume Link",
+        "hint": "URL to your resume (Google Drive, Dropbox, Notion, PDF link, etc.)",
+        "input": "input_resume_link"
+      },
+      {
+        "id": "input_resume_link",
+        "component": "Input",
+        "name": "resume_url",
+        "placeholder": "https://drive.google.com/file/d/...",
+        "type": "url",
+        "rules": ["required", "url"]
+      },
+      {
+        "id": "field_portfolio_link",
+        "component": "FormControl",
+        "label": "Portfolio / Website Link (Optional)",
+        "hint": "Link to your portfolio site, Behance, or Dribbble profile",
+        "input": "input_portfolio_link"
+      },
+      {
+        "id": "input_portfolio_link",
+        "component": "Input",
+        "name": "portfolio_url",
+        "placeholder": "https://alexmorgan.design",
+        "type": "url"
+      },
+      {
+        "id": "field_note",
+        "component": "FormControl",
+        "label": "Cover Note / Why this role? (Optional)",
+        "hint": "Briefly describe why you are interested in joining our team",
+        "input": "input_note"
+      },
+      {
+        "id": "input_note",
+        "component": "TextArea",
+        "name": "cover_note",
+        "placeholder": "Tell us a bit about yourself...",
+        "rows": 3
+      },
+      {
+        "id": "form_action_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit_app_btn"
+        ]
+      },
+      {
+        "id": "submit_app_btn",
+        "component": "Button",
+        "label": "Submit Application",
+        "variant": "primary",
+        "action": ["submit_job_application"]
+      },
+      {
+        "id": "follow_up_suggestions",
+        "component": "FollowUpBlock",
+        "items": [
+          "fu_1",
+          "fu_2",
+          "fu_3"
+        ]
+      },
+      {
+        "id": "fu_1",
+        "component": "FollowUpItem",
+        "text": "What benefits and perks does this role offer?"
+      },
+      {
+        "id": "fu_2",
+        "component": "FollowUpItem",
+        "text": "Tell me more about the company culture and interview process."
+      },
+      {
+        "id": "fu_3",
+        "component": "FollowUpItem",
+        "text": "Are there other open roles on the Design team?"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..a1bd4c6e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r2.txt
@@ -0,0 +1,419 @@
+Here is a complete, single-screen UI for the Senior Product Designer job posting, including the role overview, team, key qualifications, compensation range, interactive application form, and sharing options.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Careers Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "header-badges"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Core User Experience Team • Design & Research Department"
+        },
+        {
+          "id": "header-badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "badge-location",
+            "badge-type",
+            "badge-salary"
+          ]
+        },
+        {
+          "id": "badge-location",
+          "component": "Tag",
+          "text": "Remote (US / Canada)",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "badge-type",
+          "component": "Tag",
+          "text": "Full-Time",
+          "variant": "neutral",
+          "size": "md"
+        },
+        {
+          "id": "badge-salary",
+          "component": "Tag",
+          "text": "$140,000 - $175,000 / yr",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-details",
+            "tab-apply",
+            "tab-share"
+          ]
+        },
+        {
+          "id": "tab-details",
+          "component": "TabItem",
+          "value": "details",
+          "trigger": "Role Overview & Requirements",
+          "content": [
+            "overview-section"
+          ]
+        },
+        {
+          "id": "overview-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "role-description-card",
+            "salary-callout",
+            "qualifications-heading",
+            "qualifications-list"
+          ]
+        },
+        {
+          "id": "role-description-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "desc-heading",
+            "desc-text"
+          ]
+        },
+        {
+          "id": "desc-heading",
+          "component": "Heading",
+          "text": "About the Role & Team",
+          "level": "h3"
+        },
+        {
+          "id": "desc-text",
+          "component": "TextContent",
+          "text": "The Core UX team is looking for a Senior Product Designer to lead the end-to-end design of our flagship cloud platform. You will collaborate closely with product management, engineering, and user research to craft intuitive, scalable, and highly performant user interfaces that empower thousands of enterprise users every day.",
+          "size": "default"
+        },
+        {
+          "id": "salary-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Compensation & Compensation Range",
+          "description": "Base Salary: $140,000 – $175,000 USD + Competitive Equity Package + Full Medical/Dental Benefits + $3,000 Annual Learning Stipend."
+        },
+        {
+          "id": "qualifications-heading",
+          "component": "Heading",
+          "text": "Key Qualifications Sought",
+          "level": "h3"
+        },
+        {
+          "id": "qualifications-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "qual-1",
+            "qual-2",
+            "qual-3",
+            "qual-4",
+            "qual-5"
+          ]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of Product Design experience",
+          "subtitle": "Proven track record shipping complex web apps or SaaS platforms from dynamic concept to final production."
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Strong Systems Thinking & Design Systems Mastery",
+          "subtitle": "Deep familiarity with modern component libraries, auto-layout paradigms, accessibility standards (WCAG AA), and UI design tools."
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "End-to-End User Research & Prototyping",
+          "subtitle": "Ability to conduct discovery interviews, distill research insights into wireframes, and test high-fidelity interactive prototypes."
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "Cross-Functional Collaboration",
+          "subtitle": "Excellence in partnering with Front-End Engineers and Product Managers to define technical feasibility and product vision."
+        },
+        {
+          "id": "qual-5",
+          "component": "ListItem",
+          "title": "Portfolio Demonstrating Problem-Solving",
+          "subtitle": "A strong portfolio showcasing end-to-end design iterations, user journeys, visual polish, and measurable outcomes."
+        },
+        {
+          "id": "tab-apply",
+          "component": "TabItem",
+          "value": "apply",
+          "trigger": "Apply Now",
+          "content": [
+            "application-form-card"
+          ]
+        },
+        {
+          "id": "application-form-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "form-heading",
+            "application-form"
+          ]
+        },
+        {
+          "id": "form-heading",
+          "component": "Heading",
+          "text": "Submit Your Application",
+          "level": "h3"
+        },
+        {
+          "id": "application-form",
+          "component": "Form",
+          "name": "jobApplicationForm",
+          "fields": [
+            "field-name",
+            "field-email",
+            "field-resume",
+            "field-portfolio",
+            "field-notes"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "hint": "Please enter your legal first and last name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "fullName",
+          "placeholder": "e.g. Jane Doe",
+          "type": "text"
+        },
+        {
+          "id": "field-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "We will use this email to contact you about interview steps",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "emailAddress",
+          "placeholder": "jane.doe@example.com",
+          "type": "email"
+        },
+        {
+          "id": "field-resume",
+          "component": "FormControl",
+          "label": "Resume Link",
+          "hint": "Link to your resume file (Google Drive, Dropbox, PDF URL)",
+          "input": "input-resume"
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeUrl",
+          "placeholder": "https://drive.google.com/file/d/your-resume",
+          "type": "url"
+        },
+        {
+          "id": "field-portfolio",
+          "component": "FormControl",
+          "label": "Portfolio URL",
+          "hint": "Link to your online portfolio or personal website",
+          "input": "input-portfolio"
+        },
+        {
+          "id": "input-portfolio",
+          "component": "Input",
+          "name": "portfolioUrl",
+          "placeholder": "https://janedoe.design",
+          "type": "url"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Cover Note / Intro (Optional)",
+          "hint": "Briefly describe why you are interested in joining the Core UX team",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "TextArea",
+          "name": "coverNotes",
+          "placeholder": "Tell us a bit about yourself...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "tab-share",
+          "component": "TabItem",
+          "value": "share",
+          "trigger": "Share Job Posting",
+          "content": [
+            "share-card"
+          ]
+        },
+        {
+          "id": "share-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "share-heading",
+            "share-description",
+            "share-link-input-group",
+            "share-actions-group"
+          ]
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share this Opportunity",
+          "level": "h3"
+        },
+        {
+          "id": "share-description",
+          "component": "TextContent",
+          "text": "Know someone who would be a great fit for the Senior Product Designer role on our Core UX team? Share the direct link or spread the word on social media.",
+          "size": "default"
+        },
+        {
+          "id": "share-link-input-group",
+          "component": "FormControl",
+          "label": "Direct Posting Link",
+          "input": "share-link-input"
+        },
+        {
+          "id": "share-link-input",
+          "component": "Input",
+          "name": "jobShareUrl",
+          "value": "https://careers.company.com/jobs/sr-product-designer-core-ux",
+          "type": "text"
+        },
+        {
+          "id": "share-actions-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-copy-link",
+            "btn-share-email",
+            "btn-share-linkedin"
+          ]
+        },
+        {
+          "id": "btn-copy-link",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-share-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "secondary"
+        },
+        {
+          "id": "btn-share-linkedin",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "tertiary"
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "What is the interview process for this role?"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Can you tell me more about the company culture?"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Are there other design roles open?"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..3127ba9af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r3.txt
@@ -0,0 +1,401 @@
+Here is a UI for the design role job posting, complete with the role details, qualifications, compensation, an application form, and a share feature.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "job-posting-design-role",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Careers Portal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "job-posting-design-role",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "details-tabs",
+          "apply-form-card",
+          "share-card"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "header-title",
+          "tags-group"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Senior Product Designer",
+        "subtitle": "Product Design & UX Team • Full-Time • Remote (US/Canada)"
+      },
+      {
+        "id": "tags-group",
+        "component": "TagBlock",
+        "tags": [
+          "Design Systems",
+          "Figma",
+          "UX Research",
+          "Prototyping"
+        ]
+      },
+      {
+        "id": "details-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-overview",
+          "tab-qualifications",
+          "tab-compensation"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Role Overview",
+        "content": [
+          "role-desc-heading",
+          "role-desc-text",
+          "role-callout"
+        ]
+      },
+      {
+        "id": "role-desc-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "About the Role"
+      },
+      {
+        "id": "role-desc-text",
+        "component": "TextContent",
+        "text": "We are looking for a **Senior Product Designer** to join our core product team. In this role, you will lead end-to-end user experience initiatives, craft intuitive interfaces, and contribute directly to our evolving design system. You'll partner closely with product managers, engineers, and researchers to transform complex workflows into elegant, human-centered experiences.",
+        "size": "default"
+      },
+      {
+        "id": "role-callout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Why join our team?",
+        "description": "We are a collaborative, design-led group that prioritizes craftsmanship, continuous learning, and strong work-life balance."
+      },
+      {
+        "id": "tab-qualifications",
+        "component": "TabItem",
+        "value": "qualifications",
+        "trigger": "Qualifications",
+        "content": [
+          "qual-heading",
+          "qual-list"
+        ]
+      },
+      {
+        "id": "qual-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "What We're Looking For"
+      },
+      {
+        "id": "qual-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "qual-item-1",
+          "qual-item-2",
+          "qual-item-3",
+          "qual-item-4",
+          "qual-item-5"
+        ]
+      },
+      {
+        "id": "qual-item-1",
+        "component": "ListItem",
+        "title": "5+ years of product design experience",
+        "subtitle": "Demonstrated track record shipping web or mobile applications at scale."
+      },
+      {
+        "id": "qual-item-2",
+        "component": "ListItem",
+        "title": "Mastery of Figma & modern design tools",
+        "subtitle": "Proficient in interactive prototyping, component libraries, and visual design polish."
+      },
+      {
+        "id": "qual-item-3",
+        "component": "ListItem",
+        "title": "Design Systems expertise",
+        "subtitle": "Experience building, maintaining, and documenting component systems for scale."
+      },
+      {
+        "id": "qual-item-4",
+        "component": "ListItem",
+        "title": "Strong user research & testing background",
+        "subtitle": "Ability to validate hypotheses through usability testing, analytics, and customer interviews."
+      },
+      {
+        "id": "qual-item-5",
+        "component": "ListItem",
+        "title": "Cross-functional collaboration",
+        "subtitle": "Excellent communication skills to articulate design decisions with engineering and product partners."
+      },
+      {
+        "id": "tab-compensation",
+        "component": "TabItem",
+        "value": "compensation",
+        "trigger": "Salary & Benefits",
+        "content": [
+          "salary-heading",
+          "salary-callout",
+          "benefits-accordion"
+        ]
+      },
+      {
+        "id": "salary-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Compensation & Perks"
+      },
+      {
+        "id": "salary-callout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "$145,000 – $185,000 USD / year",
+        "description": "Base salary range dependent on experience, location, and seniority. Total package includes competitive equity options."
+      },
+      {
+        "id": "benefits-accordion",
+        "component": "Accordion",
+        "items": [
+          "benefit-health",
+          "benefit-flexibility",
+          "benefit-learning"
+        ]
+      },
+      {
+        "id": "benefit-health",
+        "component": "AccordionItem",
+        "value": "health",
+        "trigger": "Health, Dental & Vision",
+        "content": [
+          "benefit-health-text"
+        ]
+      },
+      {
+        "id": "benefit-health-text",
+        "component": "TextContent",
+        "text": "100% employer-covered premium medical, dental, and vision insurance for employees and 75% coverage for dependents."
+      },
+      {
+        "id": "benefit-flexibility",
+        "component": "AccordionItem",
+        "value": "flexibility",
+        "trigger": "Flexible PTO & Remote Work",
+        "content": [
+          "benefit-flex-text"
+        ]
+      },
+      {
+        "id": "benefit-flex-text",
+        "component": "TextContent",
+        "text": "Unlimited paid time off (minimum 3 weeks recommended), remote-first work environment, and a $1,500 home office stipend."
+      },
+      {
+        "id": "benefit-learning",
+        "component": "AccordionItem",
+        "value": "learning",
+        "trigger": "Professional Growth Stipend",
+        "content": [
+          "benefit-learning-text"
+        ]
+      },
+      {
+        "id": "benefit-learning-text",
+        "component": "TextContent",
+        "text": "$2,000 annual budget for conferences, courses, books, and professional development resources."
+      },
+      {
+        "id": "apply-form-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "apply-header",
+          "apply-form"
+        ]
+      },
+      {
+        "id": "apply-header",
+        "component": "CardHeader",
+        "title": "Apply for this Position",
+        "subtitle": "Complete the form below to submit your application directly to our hiring team."
+      },
+      {
+        "id": "apply-form",
+        "component": "Form",
+        "name": "job-application-form",
+        "fields": [
+          "field-name",
+          "field-email",
+          "field-resume",
+          "field-portfolio",
+          "field-note"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "field-name",
+        "component": "FormControl",
+        "label": "Full Name",
+        "hint": "Please enter your first and last name",
+        "input": "input-name"
+      },
+      {
+        "id": "input-name",
+        "component": "Input",
+        "name": "fullName",
+        "placeholder": "e.g., Jane Doe",
+        "type": "text"
+      },
+      {
+        "id": "field-email",
+        "component": "FormControl",
+        "label": "Email Address",
+        "hint": "We'll use this to send status updates on your application",
+        "input": "input-email"
+      },
+      {
+        "id": "input-email",
+        "component": "Input",
+        "name": "email",
+        "placeholder": "jane.doe@example.com",
+        "type": "email"
+      },
+      {
+        "id": "field-resume",
+        "component": "FormControl",
+        "label": "Resume Link",
+        "hint": "Provide a link to your resume (e.g., Google Drive, Dropbox, Notion, or personal site)",
+        "input": "input-resume"
+      },
+      {
+        "id": "input-resume",
+        "component": "Input",
+        "name": "resumeUrl",
+        "placeholder": "https://drive.google.com/file/d/...",
+        "type": "url"
+      },
+      {
+        "id": "field-portfolio",
+        "component": "FormControl",
+        "label": "Portfolio / Website URL (Optional)",
+        "hint": "Link to your online portfolio or case studies",
+        "input": "input-portfolio"
+      },
+      {
+        "id": "input-portfolio",
+        "component": "Input",
+        "name": "portfolioUrl",
+        "placeholder": "https://janedoe.design",
+        "type": "url"
+      },
+      {
+        "id": "field-note",
+        "component": "FormControl",
+        "label": "Cover Note / Introductory Message",
+        "hint": "Briefly tell us why you're interested in this role",
+        "input": "input-note"
+      },
+      {
+        "id": "input-note",
+        "component": "TextArea",
+        "name": "coverNote",
+        "placeholder": "I'm excited about this position because...",
+        "rows": 4
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit"
+        ]
+      },
+      {
+        "id": "btn-submit",
+        "component": "Button",
+        "label": "Submit Application",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "share-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "share-header",
+          "share-buttons"
+        ]
+      },
+      {
+        "id": "share-header",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Share this Job Posting"
+      },
+      {
+        "id": "share-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-copy-link",
+          "btn-share-linkedin",
+          "btn-share-email"
+        ]
+      },
+      {
+        "id": "btn-copy-link",
+        "component": "Button",
+        "label": "Copy Posting Link",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "btn-share-linkedin",
+        "component": "Button",
+        "label": "Share on LinkedIn",
+        "variant": "tertiary",
+        "size": "medium"
+      },
+      {
+        "id": "btn-share-email",
+        "component": "Button",
+        "label": "Email to a Friend",
+        "variant": "tertiary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..c29e87454
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-job__r4.txt
@@ -0,0 +1,408 @@
+Here is a job posting interface for a Senior Product Designer role. It includes detailed information about the team, salary, requirements, an application form, and options to share the listing.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Careers Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "job-header-card",
+            "tabs-container",
+            "application-card"
+          ]
+        },
+        {
+          "id": "job-header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "job-title",
+            "team-info",
+            "header-tags",
+            "separator-header",
+            "salary-share-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "company-badge"
+          ]
+        },
+        {
+          "id": "company-badge",
+          "component": "Badge",
+          "text": "Design & UX Team",
+          "variant": "secondary"
+        },
+        {
+          "id": "job-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Senior Product Designer"
+        },
+        {
+          "id": "team-info",
+          "component": "TextContent",
+          "size": "large",
+          "text": "Design Systems & Core Experience Team • Full-time • Remote (US/Canada)"
+        },
+        {
+          "id": "header-tags",
+          "component": "TagBlock",
+          "tags": [
+            "Figma",
+            "Design Systems",
+            "User Research",
+            "Prototyping",
+            "Accessibility (WCAG)"
+          ]
+        },
+        {
+          "id": "separator-header",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "salary-share-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "wrap": true,
+          "gap": "m",
+          "children": [
+            "salary-container",
+            "share-dialog"
+          ]
+        },
+        {
+          "id": "salary-container",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "salary-label",
+            "salary-amount"
+          ]
+        },
+        {
+          "id": "salary-label",
+          "component": "Label",
+          "text": "Compensation / Salary Range"
+        },
+        {
+          "id": "salary-amount",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$150,000 - $185,000 USD / year + Equity & Benefits"
+        },
+        {
+          "id": "share-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Share Posting",
+          "triggerVariant": "outline",
+          "title": "Share this Job Posting",
+          "description": "Copy the link or share directly to your networks.",
+          "content": [
+            "share-buttons-group"
+          ]
+        },
+        {
+          "id": "share-buttons-group",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": [
+            "btn-copy-link",
+            "btn-share-linkedin",
+            "btn-share-twitter"
+          ]
+        },
+        {
+          "id": "btn-copy-link",
+          "component": "Button",
+          "label": "Copy Link to Clipboard",
+          "variant": "primary",
+          "action": ["copy_link"]
+        },
+        {
+          "id": "btn-share-linkedin",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "action": ["share_linkedin"]
+        },
+        {
+          "id": "btn-share-twitter",
+          "component": "Button",
+          "label": "Share on X / Twitter",
+          "variant": "secondary",
+          "action": ["share_twitter"]
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-qualifications"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Role Overview",
+          "content": [
+            "overview-card"
+          ]
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "about-role-heading",
+            "about-role-text",
+            "callout-impact"
+          ]
+        },
+        {
+          "id": "about-role-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "About the Role"
+        },
+        {
+          "id": "about-role-text",
+          "component": "MarkDownRenderer",
+          "variant": "clear",
+          "textMarkdown": "We are seeking a **Senior Product Designer** to join our Core Experience team. In this role, you will lead end-to-end design initiatives for our flagship web and mobile applications, shaping intuitive interface patterns and driving our design system forward.\n\nYou will collaborate closely with product managers, engineers, and user researchers to transform complex workflows into elegant, human-centered digital experiences."
+        },
+        {
+          "id": "callout-impact",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Team Impact",
+          "description": "Your work will directly touch over 2 million daily active users and set the design standards for 12+ internal product engineering pods."
+        },
+        {
+          "id": "tab-qualifications",
+          "component": "TabItem",
+          "value": "qualifications",
+          "trigger": "Qualifications & Requirements",
+          "content": [
+            "qualifications-card"
+          ]
+        },
+        {
+          "id": "qualifications-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "qualifications-heading",
+            "qualifications-list"
+          ]
+        },
+        {
+          "id": "qualifications-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "What We're Looking For"
+        },
+        {
+          "id": "qualifications-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "qual-item-1",
+            "qual-item-2",
+            "qual-item-3",
+            "qual-item-4",
+            "qual-item-5"
+          ]
+        },
+        {
+          "id": "qual-item-1",
+          "component": "ListItem",
+          "title": "5+ Years of Product Design Experience",
+          "subtitle": "Track record of shipping high-impact web and mobile applications in agile environments."
+        },
+        {
+          "id": "qual-item-2",
+          "component": "ListItem",
+          "title": "Design Systems Expertise",
+          "subtitle": "Demonstrated experience building, scaling, or maintaining multi-brand Figma token libraries."
+        },
+        {
+          "id": "qual-item-3",
+          "component": "ListItem",
+          "title": "User-Centered Methodology",
+          "subtitle": "Strong proficiency in qualitative user research, wireframing, rapid prototyping, and usability testing."
+        },
+        {
+          "id": "qual-item-4",
+          "component": "ListItem",
+          "title": "Accessibility Standards (WCAG 2.1)",
+          "subtitle": "Deep understanding of accessible design principles, color contrast, and screen-reader considerations."
+        },
+        {
+          "id": "qual-item-5",
+          "component": "ListItem",
+          "title": "Strong Cross-Functional Communication",
+          "subtitle": "Ability to articulate design decisions clearly to developers, PMs, and executive leadership."
+        },
+        {
+          "id": "application-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "app-header",
+            "app-form"
+          ]
+        },
+        {
+          "id": "app-header",
+          "component": "CardHeader",
+          "title": "Apply for this Position",
+          "subtitle": "Complete the form below to submit your application directly to the hiring manager."
+        },
+        {
+          "id": "app-form",
+          "component": "Form",
+          "name": "job-application-form",
+          "fields": [
+            "field-full-name",
+            "field-email",
+            "field-resume-link",
+            "field-portfolio-link",
+            "field-notes"
+          ],
+          "buttons": "form-submit-buttons"
+        },
+        {
+          "id": "field-full-name",
+          "component": "FormControl",
+          "label": "Full Name *",
+          "hint": "First and last name",
+          "input": "input-full-name"
+        },
+        {
+          "id": "input-full-name",
+          "component": "Input",
+          "name": "fullName",
+          "placeholder": "e.g. Jane Doe",
+          "type": "text"
+        },
+        {
+          "id": "field-email",
+          "component": "FormControl",
+          "label": "Email Address *",
+          "hint": "We'll send application updates to this address",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "jane.doe@example.com",
+          "type": "email"
+        },
+        {
+          "id": "field-resume-link",
+          "component": "FormControl",
+          "label": "Resume / CV Link *",
+          "hint": "Link to PDF on Google Drive, Dropbox, Notion, or LinkedIn",
+          "input": "input-resume-link"
+        },
+        {
+          "id": "input-resume-link",
+          "component": "Input",
+          "name": "resumeUrl",
+          "placeholder": "https://drive.google.com/file/d/...",
+          "type": "url"
+        },
+        {
+          "id": "field-portfolio-link",
+          "component": "FormControl",
+          "label": "Portfolio URL",
+          "hint": "Link to your portfolio site or online case studies",
+          "input": "input-portfolio-link"
+        },
+        {
+          "id": "input-portfolio-link",
+          "component": "Input",
+          "name": "portfolioUrl",
+          "placeholder": "https://janedoe.design",
+          "type": "url"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Additional Information / Cover Note",
+          "hint": "Optional: Anything else you'd like the team to know",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "TextArea",
+          "name": "coverNote",
+          "placeholder": "Briefly introduce yourself and why you're excited about this role...",
+          "rows": 3
+        },
+        {
+          "id": "form-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-app"
+          ]
+        },
+        {
+          "id": "btn-submit-app",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large",
+          "action": ["submit_application"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..f534c9392
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r1.txt
@@ -0,0 +1,378 @@
+Here is a single-screen monthly sales dashboard tailored for a founder, including revenue trends, product performance, conversion metrics, and report export actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs-card",
+            "trend-card",
+            "bottom-grid-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-info",
+            "download-btn"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Monthly Sales Check"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "small",
+          "text": "October 2023 Performance Overview & Trajectory"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download CSV Report",
+          "variant": "primary",
+          "size": "medium",
+          "action": [
+            {
+              "event": "download_sales_data",
+              "format": "csv",
+              "period": "2023-10"
+            }
+          ]
+        },
+        {
+          "id": "kpi-tabs-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "revenue-kpi",
+            "conversion-kpi",
+            "target-kpi"
+          ]
+        },
+        {
+          "id": "revenue-kpi",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "rev-tag",
+            "rev-amount",
+            "rev-change"
+          ]
+        },
+        {
+          "id": "rev-tag",
+          "component": "Tag",
+          "text": "1. Revenue This Month",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "rev-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$128,450"
+        },
+        {
+          "id": "rev-change",
+          "component": "Badge",
+          "text": "+14.2% vs last month",
+          "variant": "default"
+        },
+        {
+          "id": "conversion-kpi",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "conv-tag",
+            "conv-rate",
+            "conv-change"
+          ]
+        },
+        {
+          "id": "conv-tag",
+          "component": "Tag",
+          "text": "4. Conversion Rate",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "conv-rate",
+          "component": "Heading",
+          "level": "h1",
+          "text": "3.85%"
+        },
+        {
+          "id": "conv-change",
+          "component": "Badge",
+          "text": "+0.45% vs last month",
+          "variant": "default"
+        },
+        {
+          "id": "target-kpi",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "target-tag",
+            "target-progress",
+            "target-subtitle"
+          ]
+        },
+        {
+          "id": "target-tag",
+          "component": "Tag",
+          "text": "Monthly Target",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "target-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "85% of $150,000 Goal"
+        },
+        {
+          "id": "target-subtitle",
+          "component": "TextContent",
+          "size": "small",
+          "text": "$21,550 remaining with 6 days left"
+        },
+        {
+          "id": "trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "trend-header",
+            "trend-chart"
+          ]
+        },
+        {
+          "id": "trend-header",
+          "component": "CardHeader",
+          "title": "2. Revenue Movement (Last 6 Months)",
+          "subtitle": "Consistent growth trajectory from May to October 2023 ($ in thousands)"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": [
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct"
+          ],
+          "series": [
+            "trend-series"
+          ],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($k)"
+        },
+        {
+          "id": "trend-series",
+          "component": "Series",
+          "category": "Monthly Revenue ($)",
+          "values": [
+            82000,
+            89500,
+            96000,
+            104200,
+            112500,
+            128450
+          ]
+        },
+        {
+          "id": "bottom-grid-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "best-sellers-card",
+            "download-box-card"
+          ]
+        },
+        {
+          "id": "best-sellers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": [
+            "best-sellers-header",
+            "best-sellers-table"
+          ]
+        },
+        {
+          "id": "best-sellers-header",
+          "component": "CardHeader",
+          "title": "3. Best-Selling Products",
+          "subtitle": "Top 3 revenue drivers and units sold for the current month"
+        },
+        {
+          "id": "best-sellers-table",
+          "component": "Table",
+          "columns": [
+            "col-rank",
+            "col-product",
+            "col-units",
+            "col-revenue"
+          ]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": [
+            "#1",
+            "#2",
+            "#3"
+          ]
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product Name",
+          "type": "string",
+          "data": [
+            "Pro Subscription (Annual)",
+            "Enterprise Add-On Pack",
+            "Starter Tier (Monthly)"
+          ]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [
+            420,
+            185,
+            890
+          ]
+        },
+        {
+          "id": "col-revenue",
+          "component": "Col",
+          "label": "Gross Sales",
+          "type": "string",
+          "data": [
+            "$63,000",
+            "$37,000",
+            "$17,800"
+          ]
+        },
+        {
+          "id": "download-box-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "justify": "center",
+          "children": [
+            "download-header",
+            "download-desc",
+            "separator-1",
+            "download-actions"
+          ]
+        },
+        {
+          "id": "download-header",
+          "component": "CardHeader",
+          "title": "5. Export Sales Numbers",
+          "subtitle": "Get detailed breakdowns for accounting or investor updates"
+        },
+        {
+          "id": "download-desc",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Includes line-item sales, conversion funnels, regional distributions, and SKU-level metrics."
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "download-actions",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": [
+            "btn-export-full",
+            "btn-export-pdf"
+          ]
+        },
+        {
+          "id": "btn-export-full",
+          "component": "Button",
+          "label": "Download Full Spreadsheet (.XLSX)",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "btn-export-pdf",
+          "component": "Button",
+          "label": "Export Investor Deck Summary (.PDF)",
+          "variant": "secondary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..7ca2f6217
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r2.txt
@@ -0,0 +1,259 @@
+Here is a dashboard designed for a founder's monthly sales check-in, highlighting monthly revenue, historical trends, top products, conversion rates, and an option to export the report.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs",
+            "chart-card",
+            "bottom-grid"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-content",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-content",
+          "component": "CardHeader",
+          "title": "Monthly Sales Performance",
+          "subtitle": "Overview for October 2023 • Live Data Sync"
+        },
+        {
+          "id": "header-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "download-btn"
+          ]
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download Numbers (CSV)",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-revenue",
+            "tab-conversion"
+          ]
+        },
+        {
+          "id": "tab-revenue",
+          "component": "TabItem",
+          "value": "rev",
+          "trigger": "Monthly Revenue",
+          "content": [
+            "rev-card"
+          ]
+        },
+        {
+          "id": "rev-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "rev-heading",
+            "rev-text",
+            "rev-tag"
+          ]
+        },
+        {
+          "id": "rev-heading",
+          "component": "Heading",
+          "text": "$124,500",
+          "level": "h1"
+        },
+        {
+          "id": "rev-text",
+          "component": "TextContent",
+          "text": "Total Revenue (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "rev-tag",
+          "component": "Tag",
+          "text": "+14.2% vs last month",
+          "variant": "success"
+        },
+        {
+          "id": "tab-conversion",
+          "component": "TabItem",
+          "value": "conv",
+          "trigger": "Conversion Rate",
+          "content": [
+            "conv-card"
+          ]
+        },
+        {
+          "id": "conv-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "conv-heading",
+            "conv-text",
+            "conv-progress"
+          ]
+        },
+        {
+          "id": "conv-heading",
+          "component": "Heading",
+          "text": "3.85%",
+          "level": "h1"
+        },
+        {
+          "id": "conv-text",
+          "component": "TextContent",
+          "text": "Visitor-to-Customer Conversion Rate",
+          "size": "small"
+        },
+        {
+          "id": "conv-progress",
+          "component": "Progress",
+          "value": 77,
+          "label": "77% of Target Goal (5.0%)"
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "line-chart"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Revenue Trend (6 Months)",
+          "subtitle": "Monthly performance from May to Oct"
+        },
+        {
+          "id": "line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "labels": [
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct"
+          ],
+          "series": [
+            "rev-series"
+          ]
+        },
+        {
+          "id": "rev-series",
+          "component": "Series",
+          "category": "Revenue ($)",
+          "values": [
+            82000,
+            91500,
+            88000,
+            104000,
+            109000,
+            124500
+          ]
+        },
+        {
+          "id": "bottom-grid",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "table-header",
+            "products-table"
+          ]
+        },
+        {
+          "id": "table-header",
+          "component": "CardHeader",
+          "title": "Top 3 Best-Selling Products",
+          "subtitle": "Performance metrics by unit volume this month"
+        },
+        {
+          "id": "products-table",
+          "component": "Table",
+          "columns": [
+            "col-product",
+            "col-units",
+            "col-revenue"
+          ]
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product Name",
+          "type": "string",
+          "data": [
+            "Enterprise SaaS Plan",
+            "Pro Monthly Subscription",
+            "Starter Lifetime Deal"
+          ]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [
+            1420,
+            890,
+            650
+          ]
+        },
+        {
+          "id": "col-revenue",
+          "component": "Col",
+          "label": "Gross Sales ($)",
+          "type": "number",
+          "data": [
+            71000,
+            26700,
+            19500
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..d26971a92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r3.txt
@@ -0,0 +1,327 @@
+I have created a comprehensive Monthly Sales Dashboard designed specifically for founders. It highlights your key revenue metrics, visualizes 6-month sales trends, details your top 3 performing products, tracks conversion health, and provides a quick option to export your numbers.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs",
+            "trend-card",
+            "products-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-title",
+            "sub-title"
+          ]
+        },
+        {
+          "id": "main-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Monthly Sales Overview"
+        },
+        {
+          "id": "sub-title",
+          "component": "TextContent",
+          "text": "October 2023 Performance & Analytics",
+          "size": "small"
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "download-btn"
+          ]
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download CSV Report",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-revenue",
+            "tab-conversion"
+          ]
+        },
+        {
+          "id": "tab-revenue",
+          "component": "TabItem",
+          "value": "revenue",
+          "trigger": "Revenue Overview",
+          "content": [
+            "revenue-card"
+          ]
+        },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "rev-header",
+            "rev-amount",
+            "rev-progress"
+          ]
+        },
+        {
+          "id": "rev-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "rev-label",
+            "rev-badge"
+          ]
+        },
+        {
+          "id": "rev-label",
+          "component": "Label",
+          "text": "Revenue This Month (MTD)"
+        },
+        {
+          "id": "rev-badge",
+          "component": "Badge",
+          "text": "+14.2% vs last month",
+          "variant": "default"
+        },
+        {
+          "id": "rev-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$128,450.00"
+        },
+        {
+          "id": "rev-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "85% of monthly target ($150,000)"
+        },
+        {
+          "id": "tab-conversion",
+          "component": "TabItem",
+          "value": "conversion",
+          "trigger": "Conversion Health",
+          "content": [
+            "conversion-card"
+          ]
+        },
+        {
+          "id": "conversion-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "conv-header",
+            "conv-amount",
+            "conv-progress"
+          ]
+        },
+        {
+          "id": "conv-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "conv-label",
+            "conv-badge"
+          ]
+        },
+        {
+          "id": "conv-label",
+          "component": "Label",
+          "text": "Overall Store Conversion Rate"
+        },
+        {
+          "id": "conv-badge",
+          "component": "Badge",
+          "text": "+0.6% vs benchmark",
+          "variant": "default"
+        },
+        {
+          "id": "conv-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "3.84%"
+        },
+        {
+          "id": "conv-progress",
+          "component": "Progress",
+          "value": 76,
+          "label": "Target: 5.0% (3.84% achieved)"
+        },
+        {
+          "id": "trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "trend-header",
+            "trend-chart"
+          ]
+        },
+        {
+          "id": "trend-header",
+          "component": "CardHeader",
+          "title": "Revenue Movement (Last 6 Months)",
+          "subtitle": "Monthly historical revenue in USD"
+        },
+        {
+          "id": "trend-chart",
+          "component": "AreaChart",
+          "labels": [
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct"
+          ],
+          "series": [
+            "revenue-series"
+          ],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [
+            92000,
+            98500,
+            105000,
+            112000,
+            112500,
+            128450
+          ]
+        },
+        {
+          "id": "products-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "products-header",
+            "products-list"
+          ]
+        },
+        {
+          "id": "products-header",
+          "component": "CardHeader",
+          "title": "Top 3 Best-Selling Products",
+          "subtitle": "Ranked by total units sold this month"
+        },
+        {
+          "id": "products-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "prod-item-1",
+            "prod-item-2",
+            "prod-item-3"
+          ]
+        },
+        {
+          "id": "prod-item-1",
+          "component": "ListItem",
+          "title": "Pro Tier Subscription (Annual)",
+          "subtitle": "Revenue generated: $64,500.00",
+          "actionLabel": "1,290 Units"
+        },
+        {
+          "id": "prod-item-2",
+          "component": "ListItem",
+          "title": "Starter Growth Bundle",
+          "subtitle": "Revenue generated: $33,600.00",
+          "actionLabel": "840 Units"
+        },
+        {
+          "id": "prod-item-3",
+          "component": "ListItem",
+          "title": "Enterprise Add-on Module",
+          "subtitle": "Revenue generated: $20,350.00",
+          "actionLabel": "370 Units"
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Send full sales summary via email"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "View product breakdown details"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Compare conversion rate against Q2"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..11f21078b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-sales__r4.txt
@@ -0,0 +1,271 @@
+Here is a single-screen dashboard designed for a founder's monthly sales check-in, covering all metrics, trend visualization, top-performing products, conversion rates, and an export option.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "monthly-sales-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F172A",
+      "agentDisplayName": "Sales Analytics"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "monthly-sales-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "kpi-summary-card",
+          "revenue-chart-card",
+          "products-card",
+          "action-bar"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "header-title",
+          "header-desc"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "Heading",
+        "text": "Monthly Sales Overview",
+        "level": "h2"
+      },
+      {
+        "id": "header-title-text",
+        "component": "TextContent",
+        "text": "October 2023 Performance Summary",
+        "size": "small"
+      },
+      {
+        "id": "header-desc",
+        "component": "TextContent",
+        "text": "Key growth metrics, revenue trajectories, and product performance for executive review.",
+        "size": "default"
+      },
+      {
+        "id": "kpi-summary-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi-revenue-card",
+          "kpi-conversion-card"
+        ]
+      },
+      {
+        "id": "kpi-revenue-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-revenue-label",
+          "kpi-revenue-value",
+          "kpi-revenue-tag"
+        ]
+      },
+      {
+        "id": "kpi-revenue-label",
+        "component": "TextContent",
+        "text": "Revenue (This Month)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-revenue-value",
+        "component": "Heading",
+        "text": "$128,450",
+        "level": "h1"
+      },
+      {
+        "id": "kpi-revenue-tag",
+        "component": "Tag",
+        "text": "+14.2% vs last month",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-conversion-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-conversion-label",
+          "kpi-conversion-value",
+          "kpi-conversion-tag"
+        ]
+      },
+      {
+        "id": "kpi-conversion-label",
+        "component": "TextContent",
+        "text": "Conversion Percentage",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-conversion-value",
+        "component": "Heading",
+        "text": "3.85%",
+        "level": "h1"
+      },
+      {
+        "id": "kpi-conversion-tag",
+        "component": "Tag",
+        "text": "+0.4% conversion rate gain",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "revenue-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "chart-header",
+          "revenue-chart"
+        ]
+      },
+      {
+        "id": "chart-header",
+        "component": "CardHeader",
+        "title": "6-Month Revenue Trend",
+        "subtitle": "Monthly revenue growth (May 2023 – Oct 2023)"
+      },
+      {
+        "id": "revenue-chart",
+        "component": "AreaChart",
+        "labels": ["May", "Jun", "Jul", "Aug", "Sep", "Oct"],
+        "series": ["series-revenue"],
+        "variant": "natural",
+        "xLabel": "Month",
+        "yLabel": "Revenue ($ USD)"
+      },
+      {
+        "id": "series-revenue",
+        "component": "Series",
+        "category": "Revenue ($)",
+        "values": [84000, 92500, 89000, 105000, 112500, 128450]
+      },
+      {
+        "id": "products-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "products-header",
+          "products-table"
+        ]
+      },
+      {
+        "id": "products-header",
+        "component": "CardHeader",
+        "title": "Top 3 Best-Selling Products",
+        "subtitle": "Leading products ranked by total volume sold this month"
+      },
+      {
+        "id": "products-table",
+        "component": "Table",
+        "columns": ["col-rank", "col-product", "col-category", "col-units", "col-revenue"]
+      },
+      {
+        "id": "col-rank",
+        "component": "Col",
+        "label": "Rank",
+        "data": ["#1", "#2", "#3"],
+        "type": "string"
+      },
+      {
+        "id": "col-product",
+        "component": "Col",
+        "label": "Product Name",
+        "data": ["Enterprise SaaS Tier", "Pro Analytics Suite", "API Starter Kit"],
+        "type": "string"
+      },
+      {
+        "id": "col-category",
+        "component": "Col",
+        "label": "Category",
+        "data": ["Subscriptions", "Software", "Developer Tools"],
+        "type": "string"
+      },
+      {
+        "id": "col-units",
+        "component": "Col",
+        "label": "Units Sold",
+        "data": [420, 850, 1240],
+        "type": "number"
+      },
+      {
+        "id": "col-revenue",
+        "component": "Col",
+        "label": "Gross Revenue",
+        "data": ["$63,000", "$42,500", "$18,600"],
+        "type": "string"
+      },
+      {
+        "id": "action-bar",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "action-info",
+          "download-buttons"
+        ]
+      },
+      {
+        "id": "action-info",
+        "component": "TextContent",
+        "text": "Export full monthly reports including user acquisition funnels and product breakdowns.",
+        "size": "small"
+      },
+      {
+        "id": "download-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["download-csv-btn", "download-pdf-btn"]
+      },
+      {
+        "id": "download-csv-btn",
+        "component": "Button",
+        "label": "Download CSV Data",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "download-pdf-btn",
+        "component": "Button",
+        "label": "Export Executive PDF",
+        "variant": "secondary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..f969037c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r1.txt
@@ -0,0 +1,9 @@
+I have built a UI surface for a remote team's asynchronous standup. It includes today's date, status updates grouped by blockers vs. on-track team members, an indicator for missing updates, and an interactive form to submit your own update.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup-surface","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Standup Bot"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-surface","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header-card","stats-callout","tab-container","form-card"]},{"id":"header-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["header-title","header-subtitle"]},{"id":"header-title","component":"Heading","level":"h2","text":"Async Daily Standup"},{"id":"header-subtitle","component":"TextContent","size":"default","text":"📅 **Wednesday, October 24, 2023** · Product & Engineering Team"},{"id":"stats-callout","component":"Callout","variant":"warning","title":"Missing Standup Updates","description":"3 of 8 team members have not submitted their update yet today (Alex, Jordan, Sam)."},{"id":"tab-container","component":"Tabs","items":["tab-all","tab-blocked"]},{"id":"tab-all","component":"TabItem","value":"all-updates","trigger":"All Updates (5)","content":["blockers-section","on-track-section"]},{"id":"blockers-section","component":"Card","variant":"clear","direction":"column","gap":"m","children":["blockers-heading","blocker-item-1"]},{"id":"blockers-heading","component":"Heading","level":"h3","text":"🚨 Blocked Teammates (1)"},{"id":"blocker-item-1","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["blocker-1-header","blocker-1-callout","blocker-1-details"]},{"id":"blocker-1-header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["blocker-1-user","blocker-1-tag"]},{"id":"blocker-1-user","component":"TextContent","size":"large-heavy","text":"Elena Rostova (Frontend Lead)"},{"id":"blocker-1-tag","component":"Tag","text":"BLOCKED","variant":"danger","size":"sm"},{"id":"blocker-1-callout","component":"TextCallout","variant":"danger","title":"Blocker","description":"Waiting on API response schema clarification from backend team for the new billing portal integration."},{"id":"blocker-1-details","component":"TextContent","size":"default","text":"**Yesterday:** Completed UI component library update.\n**Today:** Integrating billing portal flow."},{"id":"on-track-section","component":"Card","variant":"clear","direction":"column","gap":"m","children":["on-track-heading","on-track-list"]},{"id":"on-track-heading","component":"Heading","level":"h3","text":"✅ On Track (4)"},{"id":"on-track-list","component":"ListBlock","variant":"number","items":["track-item-1","track-item-2","track-item-3","track-item-4"]},{"id":"track-item-1","component":"ListItem","title":"Marcus Chen (Backend Dev)","subtitle":"Yesterday: Auth service migration. Today: Finalizing OAuth2 endpoints & unit tests. No blockers.","actionLabel":"On Track"},{"id":"track-item-2","component":"ListItem","title":"Sarah Jenkins (Product Designer)","subtitle":"Yesterday: User testing interviews. Today: High-fidelity mocks for checkout flow v2. No blockers.","actionLabel":"On Track"},{"id":"track-item-3","component":"ListItem","title":"David Kim (DevOps)","subtitle":"Yesterday: Staging K8s cluster maintenance. Today: CI/CD pipeline optimization for build times. No blockers.","actionLabel":"On Track"},{"id":"track-item-4","component":"ListItem","title":"Priya Patel (QA Lead)","subtitle":"Yesterday: Regression testing sprint 42. Today: E2E automated test suite setup. No blockers.","actionLabel":"On Track"},{"id":"tab-blocked","component":"TabItem","value":"blocked-only","trigger":"Blocked Only (1)","content":["blocker-item-1"]},{"id":"form-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["form-heading","update-form"]},{"id":"form-heading","component":"Heading","level":"h3","text":"Post Your Standup Update"},{"id":"update-form","component":"Form","name":"standup-form","fields":["field-yesterday","field-today","field-blocked","field-blocker-text"],"buttons":"form-buttons"},{"id":"field-yesterday","component":"FormControl","label":"What did you accomplish yesterday?","input":"input-yesterday"},{"id":"input-yesterday","component":"TextArea","name":"yesterday","placeholder":"Summarize your key tasks completed yesterday...","rows":2},{"id":"field-today","component":"FormControl","label":"What are you planning to work on today?","input":"input-today"},{"id":"input-today","component":"TextArea","name":"today","placeholder":"Outline your priorities for today...","rows":2},{"id":"field-blocked","component":"FormControl","label":"Are you currently blocked?","input":"radio-blocked"},{"id":"radio-blocked","component":"RadioGroup","name":"isBlocked","defaultValue":"no","items":["radio-no","radio-yes"]},{"id":"radio-no","component":"RadioItem","label":"No, I'm clear","value":"no","description":"Everything is moving smoothly."},{"id":"radio-yes","component":"RadioItem","label":"Yes, I have a blocker","value":"yes","description":"I need help or input from someone else."},{"id":"field-blocker-text","component":"FormControl","label":"Blocker details (if applicable)","input":"input-blocker","hint":"Specify what/who you are waiting on so the team can jump in."},{"id":"input-blocker","component":"Input","name":"blockerDetails","placeholder":"Describe your blocker...","type":"text"},{"id":"form-buttons","component":"Buttons","direction":"row","buttons":["btn-submit"] logic":{"submit":{"action":"submitForm"}}},{"id":"btn-submit","component":"Button","label":"Submit Standup Update","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..36d7eb9c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r2.txt
@@ -0,0 +1,516 @@
+Here is a complete async standup dashboard for your remote team. It includes today's date, team status updates with dynamic badges highlighting who is blocked, a counter for pending updates, and an inline submission form to post your own update.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "blockers-alert",
+            "standup-tabs",
+            "post-update-card",
+            "follow-up-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-title",
+            "meta-info-card"
+          ]
+        },
+        {
+          "id": "heading-title",
+          "component": "Heading",
+          "text": "Daily Async Standup",
+          "level": "h1"
+        },
+        {
+          "id": "meta-info-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "standup-date",
+            "missing-updates-badge"
+          ]
+        },
+        {
+          "id": "standup-date",
+          "component": "Badge",
+          "text": "📅 Wednesday, October 24, 2023",
+          "variant": "outline"
+        },
+        {
+          "id": "missing-updates-badge",
+          "component": "Badge",
+          "text": "⏳ 2 Updates Missing (4 / 6 Completed)",
+          "variant": "secondary"
+        },
+        {
+          "id": "blockers-alert",
+          "component": "Alert",
+          "title": "Blocker Alert (1 Teammate Blocked)",
+          "description": "Marcus Vance is currently waiting on AWS IAM permissions to deploy the production auth service.",
+          "variant": "destructive"
+        },
+        {
+          "id": "standup-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-all-updates",
+            "tab-team-members"
+          ]
+        },
+        {
+          "id": "tab-all-updates",
+          "component": "TabItem",
+          "value": "updates",
+          "trigger": "Team Updates",
+          "content": [
+            "updates-list"
+          ]
+        },
+        {
+          "id": "updates-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "user-1-card",
+            "user-2-card",
+            "user-3-card",
+            "user-4-card"
+          ]
+        },
+        {
+          "id": "user-1-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "user-1-header",
+            "user-1-content"
+          ]
+        },
+        {
+          "id": "user-1-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "user-1-info",
+            "user-1-status-tag"
+          ]
+        },
+        {
+          "id": "user-1-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "user-1-avatar",
+            "user-1-name"
+          ]
+        },
+        {
+          "id": "user-1-avatar",
+          "component": "Avatar",
+          "fallback": "MV",
+          "src": ""
+        },
+        {
+          "id": "user-1-name",
+          "component": "TextContent",
+          "text": "Marcus Vance — **Backend Lead**",
+          "size": "default"
+        },
+        {
+          "id": "user-1-status-tag",
+          "component": "Tag",
+          "text": "Blocked 🛑",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "user-1-content",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Finished JWT token migration and user session refactoring.\n**Today:** Deploy auth service to staging cluster.\n**Blocker:** Waiting on Ops team to provision AWS IAM roles for staging deployment.",
+          "variant": "clear"
+        },
+        {
+          "id": "user-2-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "user-2-header",
+            "user-2-content"
+          ]
+        },
+        {
+          "id": "user-2-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "user-2-info",
+            "user-2-status-tag"
+          ]
+        },
+        {
+          "id": "user-2-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "user-2-avatar",
+            "user-2-name"
+          ]
+        },
+        {
+          "id": "user-2-avatar",
+          "component": "Avatar",
+          "fallback": "SL",
+          "src": ""
+        },
+        {
+          "id": "user-2-name",
+          "component": "TextContent",
+          "text": "Sarah Lin — **Frontend Engineer**",
+          "size": "default"
+        },
+        {
+          "id": "user-2-status-tag",
+          "component": "Tag",
+          "text": "Clear 🟢",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "user-2-content",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Built mobile responsive layout for team settings dashboard.\n**Today:** Integrate new notification preference controls and write unit tests.\n**Blocker:** None.",
+          "variant": "clear"
+        },
+        {
+          "id": "user-3-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "user-3-header",
+            "user-3-content"
+          ]
+        },
+        {
+          "id": "user-3-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "user-3-info",
+            "user-3-status-tag"
+          ]
+        },
+        {
+          "id": "user-3-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "user-3-avatar",
+            "user-3-name"
+          ]
+        },
+        {
+          "id": "user-3-avatar",
+          "component": "Avatar",
+          "fallback": "DK",
+          "src": ""
+        },
+        {
+          "id": "user-3-name",
+          "component": "TextContent",
+          "text": "Devon Kim — **Product Designer**",
+          "size": "default"
+        },
+        {
+          "id": "user-3-status-tag",
+          "component": "Tag",
+          "text": "Clear 🟢",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "user-3-content",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Conducted 3 user feedback interviews for onboarding flow.\n**Today:** Update Figma wireframes based on feedback and hand off specs to frontend team.\n**Blocker:** None.",
+          "variant": "clear"
+        },
+        {
+          "id": "user-4-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "user-4-header",
+            "user-4-content"
+          ]
+        },
+        {
+          "id": "user-4-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "user-4-info",
+            "user-4-status-tag"
+          ]
+        },
+        {
+          "id": "user-4-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "user-4-avatar",
+            "user-4-name"
+          ]
+        },
+        {
+          "id": "user-4-avatar",
+          "component": "Avatar",
+          "fallback": "AR",
+          "src": ""
+        },
+        {
+          "id": "user-4-name",
+          "component": "TextContent",
+          "text": "Alex Rivera — **DevOps Engineer**",
+          "size": "default"
+        },
+        {
+          "id": "user-4-status-tag",
+          "component": "Tag",
+          "text": "Clear 🟢",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "user-4-content",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Upgraded Kubernetes nodes and tuned auto-scaling thresholds.\n**Today:** Process pending IAM access tickets and review security logs.\n**Blocker:** None.",
+          "variant": "clear"
+        },
+        {
+          "id": "tab-team-members",
+          "component": "TabItem",
+          "value": "roster",
+          "trigger": "Missing Updates (2)",
+          "content": [
+            "missing-list"
+          ]
+        },
+        {
+          "id": "missing-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "missing-item-1",
+            "missing-item-2"
+          ]
+        },
+        {
+          "id": "missing-item-1",
+          "component": "ListItem",
+          "title": "Elena Rostova — QA Engineer",
+          "subtitle": "Status: Pending update • Timezone: UTC+2 (Central Europe)",
+          "actionLabel": "Send Nudge 🔔"
+        },
+        {
+          "id": "missing-item-2",
+          "component": "ListItem",
+          "title": "Tom Patel — Data Engineer",
+          "subtitle": "Status: Pending update • Timezone: UTC-7 (Pacific)",
+          "actionLabel": "Send Nudge 🔔"
+        },
+        {
+          "id": "post-update-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "post-update-header",
+            "standup-form"
+          ]
+        },
+        {
+          "id": "post-update-header",
+          "component": "CardHeader",
+          "title": "Post Your Daily Update",
+          "subtitle": "Share your progress, plans for today, and flag any blockers."
+        },
+        {
+          "id": "standup-form",
+          "component": "Form",
+          "name": "async-standup-form",
+          "fields": [
+            "field-yesterday",
+            "field-today",
+            "field-blocker-status",
+            "field-blocker-details"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-yesterday",
+          "component": "FormControl",
+          "label": "What did you accomplish yesterday?",
+          "input": "input-yesterday"
+        },
+        {
+          "id": "input-yesterday",
+          "component": "TextArea",
+          "name": "yesterdayProgress",
+          "placeholder": "e.g., Completed API endpoint for team settings and merged PR #142",
+          "rows": 2
+        },
+        {
+          "id": "field-today",
+          "component": "FormControl",
+          "label": "What are you working on today?",
+          "input": "input-today"
+        },
+        {
+          "id": "input-today",
+          "component": "TextArea",
+          "name": "todayPlan",
+          "placeholder": "e.g., Drafting unit tests for user management modules",
+          "rows": 2
+        },
+        {
+          "id": "field-blocker-status",
+          "component": "FormControl",
+          "label": "Are you currently blocked?",
+          "input": "input-blocker-radio"
+        },
+        {
+          "id": "input-blocker-radio",
+          "component": "RadioGroup",
+          "name": "isBlocked",
+          "defaultValue": "no",
+          "items": [
+            "radio-no-blocker",
+            "radio-yes-blocker"
+          ]
+        },
+        {
+          "id": "radio-no-blocker",
+          "component": "RadioItem",
+          "label": "No, I am clear to proceed",
+          "value": "no",
+          "description": "Everything is running smoothly"
+        },
+        {
+          "id": "radio-yes-blocker",
+          "component": "RadioItem",
+          "label": "Yes, I need help / blocked",
+          "value": "yes",
+          "description": "Highlight this update for immediate team attention"
+        },
+        {
+          "id": "field-blocker-details",
+          "component": "FormControl",
+          "label": "Blocker Details (if applicable)",
+          "input": "input-blockers"
+        },
+        {
+          "id": "input-blockers",
+          "component": "Input",
+          "name": "blockerDetails",
+          "placeholder": "Describe what is blocking you and who can help...",
+          "type": "text"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-button"
+          ]
+        },
+        {
+          "id": "submit-button",
+          "component": "Button",
+          "label": "Submit Async Update",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "follow-up-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "follow-up-1",
+            "follow-up-2"
+          ]
+        },
+        {
+          "id": "follow-up-1",
+          "component": "FollowUpItem",
+          "text": "Nudge missing teammates for updates"
+        },
+        {
+          "id": "follow-up-2",
+          "component": "FollowUpItem",
+          "text": "Offer help on Marcus's IAM blocker"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..b15c0375a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r3.txt
@@ -0,0 +1,646 @@
+Here is an interactive asynchronous standup dashboard for your remote team. It includes team status updates, highlights blocked teammates, tracks missing updates, displays today's date, and provides a quick form to post your own update.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "StandupBot"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "blockers-alert",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "progress-bar",
+            "stats-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-group",
+            "date-badge"
+          ]
+        },
+        {
+          "id": "header-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "text": "Async Standup",
+          "level": "h2"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "text": "Engineering & Design Squad",
+          "size": "small"
+        },
+        {
+          "id": "date-badge",
+          "component": "Badge",
+          "text": "📅 Oct 24, 2023",
+          "variant": "secondary"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 75,
+          "label": "Standup Completion (6/8 submitted)"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "around",
+          "align": "center",
+          "children": [
+            "stat-submitted",
+            "stat-missing",
+            "stat-blocked"
+          ]
+        },
+        {
+          "id": "stat-submitted",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "children": [
+            "stat-submitted-num",
+            "stat-submitted-label"
+          ]
+        },
+        {
+          "id": "stat-submitted-num",
+          "component": "Heading",
+          "text": "6",
+          "level": "h3"
+        },
+        {
+          "id": "stat-submitted-label",
+          "component": "TextContent",
+          "text": "Submitted",
+          "size": "small"
+        },
+        {
+          "id": "stat-missing",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "children": [
+            "stat-missing-num",
+            "stat-missing-label"
+          ]
+        },
+        {
+          "id": "stat-missing-num",
+          "component": "Heading",
+          "text": "2",
+          "level": "h3"
+        },
+        {
+          "id": "stat-missing-label",
+          "component": "TextContent",
+          "text": "Missing Updates",
+          "size": "small"
+        },
+        {
+          "id": "stat-blocked",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "align": "center",
+          "children": [
+            "stat-blocked-num",
+            "stat-blocked-label"
+          ]
+        },
+        {
+          "id": "stat-blocked-num",
+          "component": "Heading",
+          "text": "1",
+          "level": "h3"
+        },
+        {
+          "id": "stat-blocked-label",
+          "component": "TextContent",
+          "text": "Blocked",
+          "size": "small"
+        },
+        {
+          "id": "blockers-alert",
+          "component": "Alert",
+          "title": "🚨 1 Teammate Blocked",
+          "description": "Marcus Vance is currently blocked on API Rate Limits. Action required from DevOps.",
+          "variant": "destructive"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-team-updates",
+            "tab-post-update",
+            "tab-missing-updates"
+          ]
+        },
+        {
+          "id": "tab-team-updates",
+          "component": "TabItem",
+          "value": "updates",
+          "trigger": "Team Updates (6)",
+          "content": [
+            "updates-list"
+          ]
+        },
+        {
+          "id": "updates-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "update-card-marcus",
+            "update-card-sarah",
+            "update-card-alex"
+          ]
+        },
+        {
+          "id": "update-card-marcus",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "marcus-header",
+            "marcus-separator",
+            "marcus-yesterday",
+            "marcus-today",
+            "marcus-blocker"
+          ]
+        },
+        {
+          "id": "marcus-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "marcus-user-info",
+            "marcus-blocked-tag"
+          ]
+        },
+        {
+          "id": "marcus-user-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "marcus-avatar",
+            "marcus-name-role"
+          ]
+        },
+        {
+          "id": "marcus-avatar",
+          "component": "Avatar",
+          "fallback": "MV"
+        },
+        {
+          "id": "marcus-name-role",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "children": [
+            "marcus-name",
+            "marcus-role"
+          ]
+        },
+        {
+          "id": "marcus-name",
+          "component": "TextContent",
+          "text": "Marcus Vance",
+          "size": "large-heavy"
+        },
+        {
+          "id": "marcus-role",
+          "component": "TextContent",
+          "text": "Backend Engineer • Posted 9:15 AM",
+          "size": "small"
+        },
+        {
+          "id": "marcus-blocked-tag",
+          "component": "Tag",
+          "text": "BLOCKED",
+          "variant": "danger"
+        },
+        {
+          "id": "marcus-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "marcus-yesterday",
+          "component": "TextContent",
+          "text": "**Yesterday:** Finished authentication middleware refactoring and updated user data endpoints."
+        },
+        {
+          "id": "marcus-today",
+          "component": "TextContent",
+          "text": "**Today:** Integrate third-party payment gateway webhooks."
+        },
+        {
+          "id": "marcus-blocker",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "Blocker",
+          "description": "Waiting on Sandbox API credentials and rate-limit exemption from DevOps."
+        },
+        {
+          "id": "update-card-sarah",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "sarah-header",
+            "sarah-separator",
+            "sarah-yesterday",
+            "sarah-today"
+          ]
+        },
+        {
+          "id": "sarah-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "sarah-user-info",
+            "sarah-ok-tag"
+          ]
+        },
+        {
+          "id": "sarah-user-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "sarah-avatar",
+            "sarah-name-role"
+          ]
+        },
+        {
+          "id": "sarah-avatar",
+          "component": "Avatar",
+          "fallback": "SC"
+        },
+        {
+          "id": "sarah-name-role",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "children": [
+            "sarah-name",
+            "sarah-role"
+          ]
+        },
+        {
+          "id": "sarah-name",
+          "component": "TextContent",
+          "text": "Sarah Chen",
+          "size": "large-heavy"
+        },
+        {
+          "id": "sarah-role",
+          "component": "TextContent",
+          "text": "Lead Product Designer • Posted 8:45 AM",
+          "size": "small"
+        },
+        {
+          "id": "sarah-ok-tag",
+          "component": "Tag",
+          "text": "NO BLOCKERS",
+          "variant": "success"
+        },
+        {
+          "id": "sarah-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "sarah-yesterday",
+          "component": "TextContent",
+          "text": "**Yesterday:** Finalized mobile checkout wireframes and conducted 2 user testing sessions."
+        },
+        {
+          "id": "sarah-today",
+          "component": "TextContent",
+          "text": "**Today:** Handoff UI components for Design System v2.0 and sync with Frontend squad."
+        },
+        {
+          "id": "update-card-alex",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "alex-header",
+            "alex-separator",
+            "alex-yesterday",
+            "alex-today"
+          ]
+        },
+        {
+          "id": "alex-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "alex-user-info",
+            "alex-ok-tag"
+          ]
+        },
+        {
+          "id": "alex-user-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "alex-avatar",
+            "alex-name-role"
+          ]
+        },
+        {
+          "id": "alex-avatar",
+          "component": "Avatar",
+          "fallback": "AR"
+        },
+        {
+          "id": "alex-name-role",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "children": [
+            "alex-name",
+            "alex-role"
+          ]
+        },
+        {
+          "id": "alex-name",
+          "component": "TextContent",
+          "text": "Alex Rivera",
+          "size": "large-heavy"
+        },
+        {
+          "id": "alex-role",
+          "component": "TextContent",
+          "text": "Frontend Engineer • Posted 9:30 AM",
+          "size": "small"
+        },
+        {
+          "id": "alex-ok-tag",
+          "component": "Tag",
+          "text": "NO BLOCKERS",
+          "variant": "success"
+        },
+        {
+          "id": "alex-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "alex-yesterday",
+          "component": "TextContent",
+          "text": "**Yesterday:** Resolved dashboard rendering latency bugs."
+        },
+        {
+          "id": "alex-today",
+          "component": "TextContent",
+          "text": "**Today:** Implementing dynamic widgets catalog."
+        },
+        {
+          "id": "tab-post-update",
+          "component": "TabItem",
+          "value": "post",
+          "trigger": "Post Your Update",
+          "content": [
+            "post-update-card"
+          ]
+        },
+        {
+          "id": "post-update-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "post-form-header",
+            "standup-form"
+          ]
+        },
+        {
+          "id": "post-form-header",
+          "component": "CardHeader",
+          "title": "Today's Standup Form",
+          "subtitle": "Share what you worked on, today's focus, and any impediments."
+        },
+        {
+          "id": "standup-form",
+          "component": "Form",
+          "name": "daily-standup-form",
+          "fields": [
+            "field-yesterday",
+            "field-today",
+            "field-blocker-toggle",
+            "field-blocker-details"
+          ],
+          "buttons": "form-submit-buttons"
+        },
+        {
+          "id": "field-yesterday",
+          "component": "FormControl",
+          "label": "What did you accomplish yesterday?",
+          "input": "input-yesterday",
+          "hint": "Mention completed tickets or PRs."
+        },
+        {
+          "id": "input-yesterday",
+          "component": "TextArea",
+          "name": "yesterdayText",
+          "placeholder": "Completed...",
+          "rows": 2
+        },
+        {
+          "id": "field-today",
+          "component": "FormControl",
+          "label": "What are you working on today?",
+          "input": "input-today",
+          "hint": "Main priority for today."
+        },
+        {
+          "id": "input-today",
+          "component": "TextArea",
+          "name": "todayText",
+          "placeholder": "Focusing on...",
+          "rows": 2
+        },
+        {
+          "id": "field-blocker-toggle",
+          "component": "FormControl",
+          "label": "Are you currently blocked?",
+          "input": "switch-blocked"
+        },
+        {
+          "id": "switch-blocked",
+          "component": "SwitchGroup",
+          "name": "isBlockedGroup",
+          "items": [
+            "switch-item-blocked"
+          ]
+        },
+        {
+          "id": "switch-item-blocked",
+          "component": "SwitchItem",
+          "name": "isBlocked",
+          "label": "I have an active blocker",
+          "description": "Flags your update for immediate attention."
+        },
+        {
+          "id": "field-blocker-details",
+          "component": "FormControl",
+          "label": "Blocker Details (if applicable)",
+          "input": "input-blocker",
+          "hint": "Describe what or who you are waiting on."
+        },
+        {
+          "id": "input-blocker",
+          "component": "Input",
+          "name": "blockerText",
+          "placeholder": "e.g. Needs code review / waiting on credentials",
+          "type": "text"
+        },
+        {
+          "id": "form-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-btn"
+          ]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Standup Update",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "tab-missing-updates",
+          "component": "TabItem",
+          "value": "missing",
+          "trigger": "Pending (2)",
+          "content": [
+            "missing-updates-card"
+          ]
+        },
+        {
+          "id": "missing-updates-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "missing-header",
+            "missing-list"
+          ]
+        },
+        {
+          "id": "missing-header",
+          "component": "CardHeader",
+          "title": "Missing Updates (2 Teammates)",
+          "subtitle": "Updates expected by 10:00 AM local time."
+        },
+        {
+          "id": "missing-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "missing-item-1",
+            "missing-item-2"
+          ]
+        },
+        {
+          "id": "missing-item-1",
+          "component": "ListItem",
+          "title": "David Kim",
+          "subtitle": "QA Lead • San Francisco (PST)",
+          "actionLabel": "Send Nudge 🔔"
+        },
+        {
+          "id": "missing-item-2",
+          "component": "ListItem",
+          "title": "Elena Rostova",
+          "subtitle": "DevOps Specialist • London (BST)",
+          "actionLabel": "Send Nudge 🔔"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..55d0d7092
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-standup__r4.txt
@@ -0,0 +1,388 @@
+Here is the UI for the remote team's daily async standup.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "Async Standup Bot"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "blocked-callout",
+            "status-summary-card",
+            "post-update-card",
+            "team-updates-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "🚀 Engineering Team Async Standup"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "small",
+          "text": "📅 **Today's Date:** Thursday, October 24, 2024"
+        },
+        {
+          "id": "blocked-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "⚠️ Blocked Teammate: Alex Rivera",
+          "description": "Needs access permissions to the production staging environment to run final integration tests."
+        },
+        {
+          "id": "status-summary-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "summary-heading",
+            "missing-progress",
+            "missing-badge"
+          ]
+        },
+        {
+          "id": "summary-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Standup Progress (4 / 6 Submitted)"
+        },
+        {
+          "id": "missing-progress",
+          "component": "Progress",
+          "value": 67,
+          "label": "Completion Rate"
+        },
+        {
+          "id": "missing-badge",
+          "component": "Badge",
+          "variant": "destructive",
+          "text": "⏳ 2 updates still missing (Sam, Taylor)"
+        },
+        {
+          "id": "post-update-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "post-update-header",
+            "post-update-form"
+          ]
+        },
+        {
+          "id": "post-update-header",
+          "component": "CardHeader",
+          "title": "Post Your Standup Update",
+          "subtitle": "Share what you did, what you're working on, and if you are blocked."
+        },
+        {
+          "id": "post-update-form",
+          "component": "Form",
+          "name": "standup_update_form",
+          "fields": [
+            "field-yesterday",
+            "field-today",
+            "field-blocked",
+            "field-blocker-details"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-yesterday",
+          "component": "FormControl",
+          "label": "What did you accomplish yesterday?",
+          "input": "input-yesterday"
+        },
+        {
+          "id": "input-yesterday",
+          "component": "TextArea",
+          "name": "yesterday",
+          "placeholder": "Finished API endpoints for user auth...",
+          "rows": 2
+        },
+        {
+          "id": "field-today",
+          "component": "FormControl",
+          "label": "What are you working on today?",
+          "input": "input-today"
+        },
+        {
+          "id": "input-today",
+          "component": "TextArea",
+          "name": "today",
+          "placeholder": "Writing integration tests and updating docs...",
+          "rows": 2
+        },
+        {
+          "id": "field-blocked",
+          "component": "FormControl",
+          "label": "Are you blocked?",
+          "input": "select-blocked"
+        },
+        {
+          "id": "select-blocked",
+          "component": "Select",
+          "name": "is_blocked",
+          "placeholder": "Select status",
+          "items": [
+            "select-no",
+            "select-yes"
+          ]
+        },
+        {
+          "id": "select-no",
+          "component": "SelectItem",
+          "value": "no",
+          "label": "🟢 No blockages"
+        },
+        {
+          "id": "select-yes",
+          "component": "SelectItem",
+          "value": "yes",
+          "label": "🚨 Yes, I'm blocked"
+        },
+        {
+          "id": "field-blocker-details",
+          "component": "FormControl",
+          "label": "Blocker Details (if applicable)",
+          "input": "input-blocker"
+        },
+        {
+          "id": "input-blocker",
+          "component": "Input",
+          "name": "blocker_details",
+          "placeholder": "Describe what is blocking you...",
+          "type": "text"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit"
+          ]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Standup Update",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "team-updates-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-submitted",
+            "tab-missing"
+          ]
+        },
+        {
+          "id": "tab-submitted",
+          "component": "TabItem",
+          "value": "submitted",
+          "trigger": "Submitted Updates (4)",
+          "content": [
+            "submitted-list"
+          ]
+        },
+        {
+          "id": "submitted-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "update-alex",
+            "update-sarah",
+            "update-david",
+            "update-elena"
+          ]
+        },
+        {
+          "id": "update-alex",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "alex-header",
+            "alex-tag",
+            "alex-body"
+          ]
+        },
+        {
+          "id": "alex-header",
+          "component": "CardHeader",
+          "title": "Alex Rivera (DevOps)",
+          "subtitle": "Submitted today at 08:45 AM"
+        },
+        {
+          "id": "alex-tag",
+          "component": "Tag",
+          "text": "🚨 BLOCKED",
+          "variant": "danger"
+        },
+        {
+          "id": "alex-body",
+          "component": "TextContent",
+          "text": "**Yesterday:** Set up staging environment pipelines.\n\n**Today:** Preparing release candidate scripts.\n\n**Blocker:** Waiting on cloud admin permissions to access staging cluster."
+        },
+        {
+          "id": "update-sarah",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "sarah-header",
+            "sarah-tag",
+            "sarah-body"
+          ]
+        },
+        {
+          "id": "sarah-header",
+          "component": "CardHeader",
+          "title": "Sarah Chen (Frontend Lead)",
+          "subtitle": "Submitted today at 09:12 AM"
+        },
+        {
+          "id": "sarah-tag",
+          "component": "Tag",
+          "text": "🟢 On Track",
+          "variant": "success"
+        },
+        {
+          "id": "sarah-body",
+          "component": "TextContent",
+          "text": "**Yesterday:** Completed UI components for dashboard widgets.\n\n**Today:** Reviewing PRs and refactoring state management.\n\n**Blocker:** None!"
+        },
+        {
+          "id": "update-david",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "david-header",
+            "david-tag",
+            "david-body"
+          ]
+        },
+        {
+          "id": "david-header",
+          "component": "CardHeader",
+          "title": "David Kim (Backend Engineer)",
+          "subtitle": "Submitted today at 09:30 AM"
+        },
+        {
+          "id": "david-tag",
+          "component": "Tag",
+          "text": "🟢 On Track",
+          "variant": "success"
+        },
+        {
+          "id": "david-body",
+          "component": "TextContent",
+          "text": "**Yesterday:** Migrated user database schema.\n\n**Today:** Optimizing slow queries on reporting endpoint.\n\n**Blocker:** None."
+        },
+        {
+          "id": "update-elena",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "elena-header",
+            "elena-tag",
+            "elena-body"
+          ]
+        },
+        {
+          "id": "elena-header",
+          "component": "CardHeader",
+          "title": "Elena Rostova (Product Designer)",
+          "subtitle": "Submitted today at 09:50 AM"
+        },
+        {
+          "id": "elena-tag",
+          "component": "Tag",
+          "text": "🟢 On Track",
+          "variant": "success"
+        },
+        {
+          "id": "elena-body",
+          "component": "TextContent",
+          "text": "**Yesterday:** Finalized mockups for notifications flow.\n\n**Today:** Handing off design specs to frontend team and testing prototypes.\n\n**Blocker:** None."
+        },
+        {
+          "id": "tab-missing",
+          "component": "TabItem",
+          "value": "missing",
+          "trigger": "Missing Updates (2)",
+          "content": [
+            "missing-list"
+          ]
+        },
+        {
+          "id": "missing-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "missing-item-sam",
+            "missing-item-taylor"
+          ]
+        },
+        {
+          "id": "missing-item-sam",
+          "component": "ListItem",
+          "title": "Sam Vance (QA Lead)",
+          "subtitle": "Has not posted update for Thursday, Oct 24",
+          "actionLabel": "Send Reminder"
+        },
+        {
+          "id": "missing-item-taylor",
+          "component": "ListItem",
+          "title": "Taylor Swift (Fullstack Engineer)",
+          "subtitle": "Has not posted update for Thursday, Oct 24",
+          "actionLabel": "Send Reminder"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..ae71b5168
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r1.txt
@@ -0,0 +1,282 @@
+Here is the complete low-inventory warning view interface for managing low stock levels, adjusting warning thresholds, and facilitating quick reorders.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "low-inventory-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#D97706",
+      "agentDisplayName": "Inventory Manager"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "low-inventory-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "alert-banner",
+          "controls-card",
+          "inventory-table-card",
+          "followups"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "title-block",
+          "status-badge"
+        ]
+      },
+      {
+        "id": "title-block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "sub-heading"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "text": "Low Inventory Warnings",
+        "level": "h1"
+      },
+      {
+        "id": "sub-heading",
+        "component": "TextContent",
+        "text": "Review stock levels, adjust notification thresholds, and process vendor reorders.",
+        "size": "small"
+      },
+      {
+        "id": "status-badge",
+        "component": "Badge",
+        "text": "5 Items Need Attention",
+        "variant": "destructive"
+      },
+      {
+        "id": "alert-banner",
+        "component": "Alert",
+        "title": "Automated Stock Warning",
+        "description": "5 items are currently below the critical stock threshold. Immediate reordering recommended to prevent stockouts.",
+        "variant": "warning"
+      },
+      {
+        "id": "controls-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "controls-header",
+          "controls-grid"
+        ]
+      },
+      {
+        "id": "controls-header",
+        "component": "CardHeader",
+        "title": "Inventory Controls & Settings",
+        "subtitle": "Search inventory and set global warning triggers"
+      },
+      {
+        "id": "controls-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "center",
+        "children": [
+          "search-control",
+          "threshold-control"
+        ]
+      },
+      {
+        "id": "search-control",
+        "component": "FormControl",
+        "label": "4. Search Low-Stock Items",
+        "hint": "Filter by item name or SKU",
+        "input": "search-input",
+        "weight": 1
+      },
+      {
+        "id": "search-input",
+        "component": "Input",
+        "name": "inventory_search",
+        "placeholder": "e.g., Organic Coffee Beans, SKU-8842...",
+        "type": "text"
+      },
+      {
+        "id": "threshold-control",
+        "component": "FormControl",
+        "label": "3. Low Stock Warning Threshold",
+        "hint": "Triggers alert when stock drops below this value",
+        "input": "threshold-slider",
+        "weight": 1
+      },
+      {
+        "id": "threshold-slider",
+        "component": "Slider",
+        "name": "global_threshold",
+        "variant": "discrete",
+        "min": 5,
+        "max": 50,
+        "step": 5,
+        "defaultValue": [15],
+        "label": "Threshold: 15 units"
+      },
+      {
+        "id": "inventory-table-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "table-header",
+          "inventory-table"
+        ]
+      },
+      {
+        "id": "table-header",
+        "component": "CardHeader",
+        "title": "1 & 2. Low-Stock Items & Reorder Actions",
+        "subtitle": "Items currently operating below the set threshold"
+      },
+      {
+        "id": "inventory-table",
+        "component": "Table",
+        "columns": [
+          "col-sku",
+          "col-item",
+          "col-stock",
+          "col-threshold",
+          "col-status",
+          "col-action"
+        ]
+      },
+      {
+        "id": "col-sku",
+        "component": "Col",
+        "label": "SKU",
+        "type": "string",
+        "data": [
+          "SKU-1092",
+          "SKU-4481",
+          "SKU-3329",
+          "SKU-8821",
+          "SKU-5012"
+        ]
+      },
+      {
+        "id": "col-item",
+        "component": "Col",
+        "label": "Item Name",
+        "type": "string",
+        "data": [
+          "Espresso Roast Coffee Beans (1kg)",
+          "Oat Milk Barista Edition (1L)",
+          "Biodegradable Takeout Cups (12oz)",
+          "Vanilla Syrup (750ml)",
+          "Paper Napkins (Pack of 500)"
+        ]
+      },
+      {
+        "id": "col-stock",
+        "component": "Col",
+        "label": "1. Remaining Units",
+        "type": "number",
+        "data": [
+          4,
+          6,
+          8,
+          11,
+          14
+        ]
+      },
+      {
+        "id": "col-threshold",
+        "component": "Col",
+        "label": "3. Active Threshold",
+        "type": "number",
+        "data": [
+          15,
+          15,
+          15,
+          15,
+          15
+        ]
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Stock Status",
+        "type": "string",
+        "data": [
+          "Critical (4 left)",
+          "Critical (6 left)",
+          "Warning (8 left)",
+          "Warning (11 left)",
+          "Warning (14 left)"
+        ]
+      },
+      {
+        "id": "col-action",
+        "component": "Col",
+        "label": "2. Quick Reorder",
+        "type": "action",
+        "data": [
+          "Reorder 50 Units",
+          "Reorder 100 Units",
+          "Reorder 200 Units",
+          "Reorder 24 Units",
+          "Reorder 50 Packs"
+        ]
+      },
+      {
+        "id": "followups",
+        "component": "FollowUpBlock",
+        "items": [
+          "followup-1",
+          "followup-2",
+          "followup-3"
+        ]
+      },
+      {
+        "id": "followup-1",
+        "component": "FollowUpItem",
+        "text": "Reorder all critical items automatically"
+      },
+      {
+        "id": "followup-2",
+        "component": "FollowUpItem",
+        "text": "Change threshold trigger to 20 units"
+      },
+      {
+        "id": "followup-3",
+        "component": "FollowUpItem",
+        "text": "Export low inventory report as CSV"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..d72845911
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r2.txt
@@ -0,0 +1,288 @@
+Here is a low-inventory monitoring and reordering screen for your store.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Inventory Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "search-filter-card",
+            "items-table-card",
+            "threshold-card",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "header-alert"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Low Inventory Alerts",
+          "subtitle": "Monitor stock levels, search items below safety thresholds, and place instant supplier reorders."
+        },
+        {
+          "id": "header-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "4 Items Require Immediate Attention",
+          "description": "Stock levels for these items have dropped below the global safety threshold of 15 units."
+        },
+        {
+          "id": "search-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "search-heading",
+            "search-input-control"
+          ]
+        },
+        {
+          "id": "search-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Search Inventory"
+        },
+        {
+          "id": "search-input-control",
+          "component": "FormControl",
+          "label": "Filter by Item Name or SKU",
+          "hint": "Type SKU or product title to quickly filter low stock list",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "inventory_search",
+          "placeholder": "e.g., Organic Coffee Beans or SKU-8842...",
+          "type": "text"
+        },
+        {
+          "id": "items-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "table-heading",
+            "inventory-table"
+          ]
+        },
+        {
+          "id": "table-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Low Stock Items"
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": [
+            "col-sku",
+            "col-item-name",
+            "col-category",
+            "col-units-remaining",
+            "col-status",
+            "col-reorder-action"
+          ]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": [
+            "SKU-1042",
+            "SKU-2098",
+            "SKU-3150",
+            "SKU-4811"
+          ]
+        },
+        {
+          "id": "col-item-name",
+          "component": "Col",
+          "label": "Item Description",
+          "type": "string",
+          "data": [
+            "Organic Dark Roast Whole Beans (1kg)",
+            "Oat Milk Barista Edition (1L)",
+            "Eco-Friendly Takeaway Cups 12oz",
+            "Matcha Green Tea Powder (250g)"
+          ]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Beverages",
+            "Dairy & Alternatives",
+            "Packaging Supplies",
+            "Beverages"
+          ]
+        },
+        {
+          "id": "col-units-remaining",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [
+            3,
+            5,
+            8,
+            12
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Stock Status",
+          "type": "string",
+          "data": [
+            "Critical (3 units)",
+            "Critical (5 units)",
+            "Low (8 units)",
+            "Low (12 units)"
+          ]
+        },
+        {
+          "id": "col-reorder-action",
+          "component": "Col",
+          "label": "Reorder Action",
+          "type": "action",
+          "data": [
+            "Reorder +50 Units",
+            "Reorder +100 Units",
+            "Reorder +500 Units",
+            "Reorder +30 Units"
+          ]
+        },
+        {
+          "id": "threshold-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "threshold-header",
+            "threshold-info-text",
+            "threshold-slider-control",
+            "threshold-save-buttons"
+          ]
+        },
+        {
+          "id": "threshold-header",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Warning Threshold Settings"
+        },
+        {
+          "id": "threshold-info-text",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Current Warning Trigger: 15 Units",
+          "description": "Items are automatically flagged on this page when their total available stock falls below this quantity limit."
+        },
+        {
+          "id": "threshold-slider-control",
+          "component": "FormControl",
+          "label": "Global Low-Stock Alert Threshold",
+          "hint": "Adjust slider to set a new threshold value (between 5 and 50 units).",
+          "input": "threshold-slider"
+        },
+        {
+          "id": "threshold-slider",
+          "component": "Slider",
+          "name": "low_stock_threshold",
+          "variant": "discrete",
+          "min": 5,
+          "max": 50,
+          "step": 5,
+          "label": "Alert Level (Units)",
+          "defaultValue": [
+            15
+          ]
+        },
+        {
+          "id": "threshold-save-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-threshold",
+            "btn-reset-threshold"
+          ]
+        },
+        {
+          "id": "btn-save-threshold",
+          "component": "Button",
+          "label": "Update Warning Threshold",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "btn-reset-threshold",
+          "component": "Button",
+          "label": "Reset to Default (15)",
+          "variant": "tertiary",
+          "size": "small"
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Reorder all critical items automatically"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Export low inventory report to CSV"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "View auto-reorder history for this month"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..29306b367
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r3.txt
@@ -0,0 +1,193 @@
+I have created a low-inventory management dashboard screen for your store. It includes a current threshold alert, search functionality, and direct reorder actions for each low-stock item.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Inventory Control System"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "threshold-alert",
+            "search-card",
+            "inventory-table-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Low Inventory Warnings"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Monitor and reorder products that have fallen below your critical stock threshold."
+        },
+        {
+          "id": "threshold-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Low Inventory Threshold: 15 Units",
+          "description": "Products with available stock at or below 15 units are automatically flagged for reorder."
+        },
+        {
+          "id": "search-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "search-control"
+          ]
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search Inventory",
+          "hint": "Filter low-stock items by SKU, name, or category",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "searchQuery",
+          "placeholder": "Type SKU or product name (e.g., Wireless Mouse, SKU-1042)...",
+          "type": "text"
+        },
+        {
+          "id": "inventory-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "table-title",
+            "inventory-table"
+          ]
+        },
+        {
+          "id": "table-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Items Requiring Action (4)"
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": [
+            "col-sku",
+            "col-item",
+            "col-category",
+            "col-units",
+            "col-status",
+            "col-action"
+          ]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": [
+            "SKU-8821",
+            "SKU-4109",
+            "SKU-9032",
+            "SKU-1154"
+          ]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Product Name",
+          "type": "string",
+          "data": [
+            "Ergonomic Wireless Mouse",
+            "Mechanical Keyboard (RGB)",
+            "USB-C Docking Station",
+            "27\" HD Monitor"
+          ]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Peripherals",
+            "Peripherals",
+            "Accessories",
+            "Displays"
+          ]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [
+            3,
+            5,
+            8,
+            12
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Critical",
+            "Critical",
+            "Warning",
+            "Warning"
+          ]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Quick Reorder",
+          "type": "action",
+          "data": [
+            "Reorder (+50)",
+            "Reorder (+30)",
+            "Reorder (+25)",
+            "Reorder (+15)"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..b1e9986e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-stock__r4.txt
@@ -0,0 +1,196 @@
+Here is the UI view for low-inventory management and reordering.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Inventory Control"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "controls-card",
+            "inventory-table-card",
+            "follow-up-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "threshold-alert"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Low Inventory Warnings",
+          "subtitle": "Monitor stock levels and issue quick vendor purchase orders."
+        },
+        {
+          "id": "threshold-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Warning Threshold: Below 15 Units",
+          "description": "Items appear on this report automatically when total sellable stock drops below the threshold set in Store Settings (Default: 15 units)."
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "search-form-control"
+          ]
+        },
+        {
+          "id": "search-form-control",
+          "component": "FormControl",
+          "label": "Search Low-Stock Items",
+          "hint": "Filter by item name, SKU, or category",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "itemSearch",
+          "placeholder": "e.g., Organic Coffee, SKU-8842, Beverages...",
+          "type": "text"
+        },
+        {
+          "id": "inventory-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "inventory-table"
+          ]
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": [
+            "col-item",
+            "col-sku",
+            "col-stock",
+            "col-status",
+            "col-action"
+          ]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": [
+            "Organic Whole Bean Coffee (1lb)",
+            "Oat Milk Barista Blend (32oz)",
+            "Artisan Sourdough Loaf",
+            "Matcha Green Tea Powder (100g)",
+            "Gluten-Free Almond Crackers"
+          ]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": [
+            "BEV-COF-001",
+            "BEV-MILK-004",
+            "BAK-BREAD-012",
+            "BEV-TEA-009",
+            "SNK-CRK-003"
+          ]
+        },
+        {
+          "id": "col-stock",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [
+            3,
+            5,
+            8,
+            11,
+            14
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Stock Status",
+          "type": "string",
+          "data": [
+            "Critical (3 / 15)",
+            "Critical (5 / 15)",
+            "Low (8 / 15)",
+            "Low (11 / 15)",
+            "Low (14 / 15)"
+          ]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Reorder Action",
+          "type": "action",
+          "data": [
+            "Reorder (+50)",
+            "Reorder (+40)",
+            "Reorder (+30)",
+            "Reorder (+25)",
+            "Reorder (+20)"
+          ]
+        },
+        {
+          "id": "follow-up-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "follow-up-1",
+            "follow-up-2",
+            "follow-up-3"
+          ]
+        },
+        {
+          "id": "follow-up-1",
+          "component": "FollowUpItem",
+          "text": "Change low-inventory threshold"
+        },
+        {
+          "id": "follow-up-2",
+          "component": "FollowUpItem",
+          "text": "Reorder all critical items"
+        },
+        {
+          "id": "follow-up-3",
+          "component": "FollowUpItem",
+          "text": "Export low-stock report as CSV"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..8695880ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r1.txt
@@ -0,0 +1,439 @@
+Here is a support lead dashboard layout incorporating all the requested key performance metrics, recent tickets list with priority indicators, filtering controls, and quick action options to create new support tickets.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "kpi-section",
+            "controls-section",
+            "recent-tickets-card"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-titles",
+            "new-ticket-dialog"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Support Operations Dashboard"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Morning Overview & Immediate Queue Actions"
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Create New Ticket",
+          "triggerVariant": "default",
+          "title": "Create Support Ticket",
+          "description": "Submit a new customer inquiry or internal support request.",
+          "content": [
+            "new-ticket-form"
+          ]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "createTicketForm",
+          "fields": [
+            "fc-subject",
+            "fc-customer",
+            "fc-priority",
+            "fc-description"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-subject",
+          "component": "FormControl",
+          "label": "Ticket Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "Brief description of the issue"
+        },
+        {
+          "id": "fc-customer",
+          "component": "FormControl",
+          "label": "Customer Email",
+          "input": "input-customer"
+        },
+        {
+          "id": "input-customer",
+          "component": "Input",
+          "name": "customerEmail",
+          "type": "email",
+          "placeholder": "customer@company.com"
+        },
+        {
+          "id": "fc-priority",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": [
+            "pri-high",
+            "pri-medium",
+            "pri-low"
+          ]
+        },
+        {
+          "id": "pri-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High Priority"
+        },
+        {
+          "id": "pri-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Medium Priority"
+        },
+        {
+          "id": "pri-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low Priority"
+        },
+        {
+          "id": "fc-description",
+          "component": "FormControl",
+          "label": "Detailed Description",
+          "input": "textarea-description"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Provide steps to reproduce or additional context...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-ticket"
+          ]
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Submit Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-open-tickets",
+            "kpi-response-time",
+            "kpi-sla-status"
+          ]
+        },
+        {
+          "id": "kpi-open-tickets",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-open-title",
+            "kpi-open-val",
+            "kpi-open-badge"
+          ]
+        },
+        {
+          "id": "kpi-open-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Open Tickets"
+        },
+        {
+          "id": "kpi-open-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "42"
+        },
+        {
+          "id": "kpi-open-badge",
+          "component": "Badge",
+          "text": "8 High Priority Requires Attention",
+          "variant": "destructive"
+        },
+        {
+          "id": "kpi-response-time",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-resp-title",
+            "kpi-resp-val",
+            "kpi-resp-badge"
+          ]
+        },
+        {
+          "id": "kpi-resp-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Avg First-Response Time"
+        },
+        {
+          "id": "kpi-resp-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "14m"
+        },
+        {
+          "id": "kpi-resp-badge",
+          "component": "Badge",
+          "text": "↓ 3m faster than target",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-sla-status",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-sla-title",
+            "kpi-sla-val",
+            "kpi-sla-progress"
+          ]
+        },
+        {
+          "id": "kpi-sla-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "First Response SLA Attainment"
+        },
+        {
+          "id": "kpi-sla-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "94.2%"
+        },
+        {
+          "id": "kpi-sla-progress",
+          "component": "Progress",
+          "value": 94,
+          "label": "Daily Target: 90%"
+        },
+        {
+          "id": "controls-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "filter-group",
+            "search-group"
+          ]
+        },
+        {
+          "id": "filter-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "filter-label",
+            "priority-filter-switches"
+          ]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Queue Filter:"
+        },
+        {
+          "id": "priority-filter-switches",
+          "component": "SwitchGroup",
+          "name": "priorityFilter",
+          "variant": "clear",
+          "items": [
+            "switch-high-only"
+          ]
+        },
+        {
+          "id": "switch-high-only",
+          "component": "SwitchItem",
+          "name": "highPriorityOnly",
+          "label": "Show High-Priority Only",
+          "description": "Filter view to urgent escalated tickets",
+          "defaultChecked": false
+        },
+        {
+          "id": "search-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "search-input"
+          ]
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "ticketSearch",
+          "placeholder": "Search ticket ID or customer..."
+        },
+        {
+          "id": "recent-tickets-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "recent-header",
+            "recent-tickets-table"
+          ]
+        },
+        {
+          "id": "recent-header",
+          "component": "CardHeader",
+          "title": "Recent Support Tickets",
+          "subtitle": "Most recently submitted customer requests"
+        },
+        {
+          "id": "recent-tickets-table",
+          "component": "Table",
+          "columns": [
+            "col-id",
+            "col-subject",
+            "col-customer",
+            "col-priority",
+            "col-created"
+          ]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "#TK-8905",
+            "#TK-8904",
+            "#TK-8903",
+            "#TK-8902",
+            "#TK-8901"
+          ]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "SSO Authentication Failure on Enterprise Login",
+            "Billing discrepancy on annual subscription",
+            "API rate limit exceeded during migration",
+            "Webhook payloads dropping intermittently",
+            "Request for custom user roles tutorial"
+          ]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Acme Corp (Enterprise)",
+            "Starlight Media",
+            "Nexus Systems",
+            "CloudScale Tech",
+            "Apex Logistics"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "🔴 High",
+            "🔴 High",
+            "🟡 Medium",
+            "🔴 High",
+            "🟢 Low"
+          ]
+        },
+        {
+          "id": "col-created",
+          "component": "Col",
+          "label": "Submitted",
+          "type": "string",
+          "data": [
+            "4 mins ago",
+            "12 mins ago",
+            "25 mins ago",
+            "41 mins ago",
+            "1 hour ago"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..e7cc7e2a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r2.txt
@@ -0,0 +1,440 @@
+Here is a comprehensive morning dashboard designed specifically for a support team lead to monitor ticket volumes, response metrics, urgent cases, and quick management actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "kpi-metrics-card",
+            "action-filter-bar",
+            "recent-tickets-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-container",
+            "new-ticket-dialog"
+          ]
+        },
+        {
+          "id": "header-title-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Support Operations Dashboard"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Morning Shift Summary & Queue Management"
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Create New Ticket",
+          "triggerVariant": "default",
+          "title": "Create Support Ticket",
+          "description": "Enter the details below to log a new customer support ticket.",
+          "content": [
+            "ticket-form"
+          ]
+        },
+        {
+          "id": "ticket-form",
+          "component": "Form",
+          "name": "createTicketForm",
+          "fields": [
+            "field-customer-name",
+            "field-subject",
+            "field-priority",
+            "field-description"
+          ],
+          "buttons": "form-submit-buttons"
+        },
+        {
+          "id": "field-customer-name",
+          "component": "FormControl",
+          "label": "Customer Name",
+          "input": "input-customer-name"
+        },
+        {
+          "id": "input-customer-name",
+          "component": "Input",
+          "name": "customerName",
+          "placeholder": "e.g., Jane Doe"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Issue Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "Brief summary of the issue"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority...",
+          "items": [
+            "opt-high",
+            "opt-medium",
+            "opt-low"
+          ]
+        },
+        {
+          "id": "opt-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High Priority"
+        },
+        {
+          "id": "opt-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Medium Priority"
+        },
+        {
+          "id": "opt-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low Priority"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "textarea-description"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Provide detailed context or steps to reproduce...",
+          "rows": 4
+        },
+        {
+          "id": "form-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-ticket"
+          ]
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Submit Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-metrics-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "metric-open-tickets",
+            "metric-response-time",
+            "metric-sla-performance"
+          ]
+        },
+        {
+          "id": "metric-open-tickets",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "label-open-tickets",
+            "val-open-tickets",
+            "tag-open-status"
+          ]
+        },
+        {
+          "id": "label-open-tickets",
+          "component": "Label",
+          "text": "Total Open Tickets"
+        },
+        {
+          "id": "val-open-tickets",
+          "component": "Heading",
+          "level": "h2",
+          "text": "42"
+        },
+        {
+          "id": "tag-open-status",
+          "component": "Tag",
+          "text": "+5 since yesterday",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "metric-response-time",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "label-response-time",
+            "val-response-time",
+            "tag-response-status"
+          ]
+        },
+        {
+          "id": "label-response-time",
+          "component": "Label",
+          "text": "Avg First-Response Time"
+        },
+        {
+          "id": "val-response-time",
+          "component": "Heading",
+          "level": "h2",
+          "text": "14 mins"
+        },
+        {
+          "id": "tag-response-status",
+          "component": "Tag",
+          "text": "Within Target (<20m)",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "metric-sla-performance",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "label-sla",
+            "val-sla",
+            "progress-sla"
+          ]
+        },
+        {
+          "id": "label-sla",
+          "component": "Label",
+          "text": "SLA Compliance Today"
+        },
+        {
+          "id": "val-sla",
+          "component": "Heading",
+          "level": "h2",
+          "text": "94.2%"
+        },
+        {
+          "id": "progress-sla",
+          "component": "Progress",
+          "value": 94
+        },
+        {
+          "id": "action-filter-bar",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "filter-tabs",
+            "filter-info-tag"
+          ]
+        },
+        {
+          "id": "filter-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-all",
+            "tab-high-priority"
+          ]
+        },
+        {
+          "id": "tab-all",
+          "component": "TabItem",
+          "value": "all",
+          "trigger": "All Open Tickets (42)",
+          "content": []
+        },
+        {
+          "id": "tab-high-priority",
+          "component": "TabItem",
+          "value": "high-priority",
+          "trigger": "🔥 High-Priority Only (5)",
+          "content": []
+        },
+        {
+          "id": "filter-info-tag",
+          "component": "Tag",
+          "text": "Showing Top 5 Recent",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "recent-tickets-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tickets-header",
+            "tickets-table"
+          ]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Most Recent Support Tickets",
+          "subtitle": "Real-time queue activity requiring supervisor overview"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": [
+            "col-id",
+            "col-subject",
+            "col-customer",
+            "col-priority",
+            "col-created"
+          ]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "TICK-8905",
+            "TICK-8904",
+            "TICK-8903",
+            "TICK-8902",
+            "TICK-8901"
+          ]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "SSO Authentication Failing for Enterprise Realm",
+            "Billing Invoice Discrepancy - Q3 Upgrade",
+            "Webhook Notifications Delayed > 15 mins",
+            "Unable to export CSV reports from dashboard",
+            "Feature Request: Dark mode for mobile app"
+          ]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Acme Corp",
+            "GlobalTech Solutions",
+            "Starlight Media",
+            "Nexus Systems",
+            "Apex Labs"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "HIGH 🔴",
+            "HIGH 🔴",
+            "HIGH 🔴",
+            "MEDIUM 🟡",
+            "LOW 🟢"
+          ]
+        },
+        {
+          "id": "col-created",
+          "component": "Col",
+          "label": "Logged",
+          "type": "string",
+          "data": [
+            "4 mins ago",
+            "12 mins ago",
+            "28 mins ago",
+            "45 mins ago",
+            "1 hr ago"
+          ]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Reassign HIGH priority tickets to available senior agents"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "View detailed SLA breach breakdown for today"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Generate weekly morning summary report"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..96c962276
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r3.txt
@@ -0,0 +1,424 @@
+I've generated a Support Lead Morning Dashboard tailored to give an instant operational overview and quick actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Support Desk Operations"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-row",
+            "kpi-section",
+            "tickets-section"
+          ]
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Support Lead Overview",
+          "subtitle": "Morning snapshot and quick ticket controls"
+        },
+        {
+          "id": "header-actions",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Ticket",
+          "triggerVariant": "default",
+          "title": "Create New Ticket",
+          "description": "Fill out the information below to log a new support request.",
+          "content": [
+            "new-ticket-form"
+          ]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "createTicketForm",
+          "fields": [
+            "field-subject",
+            "field-priority",
+            "field-description"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "Brief issue summary",
+          "type": "text"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": [
+            "opt-high",
+            "opt-med",
+            "opt-low"
+          ]
+        },
+        {
+          "id": "opt-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High"
+        },
+        {
+          "id": "opt-med",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Medium"
+        },
+        {
+          "id": "opt-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "input-description"
+        },
+        {
+          "id": "input-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Provide additional details...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-ticket"
+          ]
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Submit Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-open-tickets",
+            "kpi-response-time"
+          ]
+        },
+        {
+          "id": "kpi-open-tickets",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-open-title",
+            "kpi-open-value",
+            "kpi-open-badge"
+          ],
+          "weight": 1
+        },
+        {
+          "id": "kpi-open-title",
+          "component": "Heading",
+          "text": "Open Tickets",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-open-value",
+          "component": "Heading",
+          "text": "42",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-open-badge",
+          "component": "Badge",
+          "text": "5 Urgent / SLA at risk",
+          "variant": "destructive"
+        },
+        {
+          "id": "kpi-response-time",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-response-title",
+            "kpi-response-value",
+            "kpi-response-badge"
+          ],
+          "weight": 1
+        },
+        {
+          "id": "kpi-response-title",
+          "component": "Heading",
+          "text": "Avg First-Response Time",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-response-value",
+          "component": "Heading",
+          "text": "14m 30s",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-response-badge",
+          "component": "Badge",
+          "text": "12% faster than target (15m)",
+          "variant": "default"
+        },
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tickets-header-bar",
+            "tickets-tabs"
+          ]
+        },
+        {
+          "id": "tickets-header-bar",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "tickets-title",
+            "tickets-filter-hint"
+          ]
+        },
+        {
+          "id": "tickets-title",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "tickets-filter-hint",
+          "component": "Tag",
+          "text": "Showing last 5 tickets",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "tickets-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-all",
+            "tab-high-priority"
+          ]
+        },
+        {
+          "id": "tab-all",
+          "component": "TabItem",
+          "value": "all",
+          "trigger": "All Recent (5)",
+          "content": [
+            "table-all-tickets"
+          ]
+        },
+        {
+          "id": "tab-high-priority",
+          "component": "TabItem",
+          "value": "high-priority",
+          "trigger": "🔥 High Priority Only (2)",
+          "content": [
+            "table-high-tickets"
+          ]
+        },
+        {
+          "id": "table-all-tickets",
+          "component": "Table",
+          "columns": [
+            "col-id-all",
+            "col-subject-all",
+            "col-priority-all",
+            "col-customer-all",
+            "col-time-all"
+          ]
+        },
+        {
+          "id": "col-id-all",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "#TK-1095",
+            "#TK-1094",
+            "#TK-1093",
+            "#TK-1092",
+            "#TK-1091"
+          ]
+        },
+        {
+          "id": "col-subject-all",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "SSO Authentication failing for Enterprise tenant",
+            "Billing page rendering blank on Safari",
+            "Unable to export monthly analytics CSV",
+            "Update primary account owner email",
+            "API Gateway reporting elevated 502 errors"
+          ]
+        },
+        {
+          "id": "col-priority-all",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "HIGH",
+            "MEDIUM",
+            "LOW",
+            "LOW",
+            "HIGH"
+          ]
+        },
+        {
+          "id": "col-customer-all",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Acme Corp",
+            "Starlight Media",
+            "Nexus Systems",
+            "Fintech Dynamics",
+            "CloudScale Inc"
+          ]
+        },
+        {
+          "id": "col-time-all",
+          "component": "Col",
+          "label": "Created",
+          "type": "string",
+          "data": [
+            "10 mins ago",
+            "25 mins ago",
+            "42 mins ago",
+            "1 hour ago",
+            "1 hour ago"
+          ]
+        },
+        {
+          "id": "table-high-tickets",
+          "component": "Table",
+          "columns": [
+            "col-id-high",
+            "col-subject-high",
+            "col-priority-high",
+            "col-customer-high",
+            "col-time-high"
+          ]
+        },
+        {
+          "id": "col-id-high",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "#TK-1095",
+            "#TK-1091"
+          ]
+        },
+        {
+          "id": "col-subject-high",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "SSO Authentication failing for Enterprise tenant",
+            "API Gateway reporting elevated 502 errors"
+          ]
+        },
+        {
+          "id": "col-priority-high",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "HIGH",
+            "HIGH"
+          ]
+        },
+        {
+          "id": "col-customer-high",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Acme Corp",
+            "CloudScale Inc"
+          ]
+        },
+        {
+          "id": "col-time-high",
+          "component": "Col",
+          "label": "Created",
+          "type": "string",
+          "data": [
+            "10 mins ago",
+            "1 hour ago"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..4dd00862a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b2-support__r4.txt
@@ -0,0 +1,379 @@
+Here is a comprehensive morning dashboard designed for a support lead, featuring key metrics, quick filtering options, dynamic updates, and recent ticket details.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "controls-card",
+            "tickets-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "new-ticket-dialog"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "header-subtext"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Support Lead Dashboard"
+        },
+        {
+          "id": "header-subtext",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Morning Overview & Queue Management"
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Create New Ticket",
+          "triggerVariant": "default",
+          "title": "Open a New Ticket",
+          "description": "Enter ticket details below to assign to your queue.",
+          "content": [
+            "new-ticket-form"
+          ]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "createTicketForm",
+          "fields": [
+            "field-subject",
+            "field-customer",
+            "field-priority",
+            "field-details"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "e.g., Unable to access billing portal"
+        },
+        {
+          "id": "field-customer",
+          "component": "FormControl",
+          "label": "Customer Name / Email",
+          "input": "input-customer"
+        },
+        {
+          "id": "input-customer",
+          "component": "Input",
+          "name": "customer",
+          "placeholder": "e.g., alex@company.com"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select Priority",
+          "items": [
+            "pri-high",
+            "pri-medium",
+            "pri-low"
+          ]
+        },
+        {
+          "id": "pri-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High Priority"
+        },
+        {
+          "id": "pri-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Medium Priority"
+        },
+        {
+          "id": "pri-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low Priority"
+        },
+        {
+          "id": "field-details",
+          "component": "FormControl",
+          "label": "Issue Description",
+          "input": "textarea-details"
+        },
+        {
+          "id": "textarea-details",
+          "component": "TextArea",
+          "name": "details",
+          "placeholder": "Describe the issue in detail...",
+          "rows": 3
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-ticket"
+          ]
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Submit Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-card-1",
+            "kpi-card-2"
+          ]
+        },
+        {
+          "id": "kpi-card-1",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-open-heading",
+            "kpi-open-value",
+            "kpi-open-sub"
+          ]
+        },
+        {
+          "id": "kpi-open-heading",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "TOTAL OPEN TICKETS"
+        },
+        {
+          "id": "kpi-open-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "42"
+        },
+        {
+          "id": "kpi-open-sub",
+          "component": "Tag",
+          "text": "8 High Priority Unassigned",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-response-heading",
+            "kpi-response-value",
+            "kpi-response-sub"
+          ]
+        },
+        {
+          "id": "kpi-response-heading",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "AVG FIRST-RESPONSE TIME"
+        },
+        {
+          "id": "kpi-response-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "14m 20s"
+        },
+        {
+          "id": "kpi-response-sub",
+          "component": "Tag",
+          "text": "⚡ 12% faster than yesterday",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "filter-switch-group",
+            "filter-callout"
+          ]
+        },
+        {
+          "id": "filter-switch-group",
+          "component": "SwitchGroup",
+          "name": "highPriorityFilter",
+          "variant": "clear",
+          "items": [
+            "switch-high-only"
+          ]
+        },
+        {
+          "id": "switch-high-only",
+          "component": "SwitchItem",
+          "name": "highPriorityOnly",
+          "label": "High Priority Only",
+          "description": "Filter table view to urgent actionable items"
+        },
+        {
+          "id": "filter-callout",
+          "component": "Badge",
+          "text": "Showing 5 Most Recent",
+          "variant": "outline"
+        },
+        {
+          "id": "tickets-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tickets-header",
+            "tickets-table"
+          ]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Recent Tickets Queue",
+          "subtitle": "5 most recently updated tickets across all agents"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": [
+            "col-id",
+            "col-subject",
+            "col-priority",
+            "col-customer",
+            "col-time"
+          ]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "#TK-8902",
+            "#TK-8901",
+            "#TK-8900",
+            "#TK-8899",
+            "#TK-8898"
+          ]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "Payment gateway timeout on checkout",
+            "SSO authentication failing for Enterprise user",
+            "Update primary billing address",
+            "API rate limit exceeded during migration",
+            "How to export audit logs to CSV"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "🔴 High",
+            "🔴 High",
+            "🟢 Low",
+            "🔴 High",
+            "🟡 Medium"
+          ]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Acme Corp",
+            "Starlight Systems",
+            "John Doe",
+            "Nexus Tech",
+            "Global Logistics"
+          ]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Created",
+          "type": "string",
+          "data": [
+            "2 mins ago",
+            "14 mins ago",
+            "28 mins ago",
+            "35 mins ago",
+            "1 hr ago"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..6befd8a43
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,410 @@
+Here is the single-screen dashboard designed for a clinic receptionist's daily workflow.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "reception-day-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "reception-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs-card",
+            "next-up-callout",
+            "appointments-card",
+            "checkin-form-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header-left",
+            "day-nav-buttons"
+          ]
+        },
+        {
+          "id": "header-left",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "today-date"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Receptionist Day View"
+        },
+        {
+          "id": "today-date",
+          "component": "TextContent",
+          "text": "Thursday, October 24, 2024",
+          "size": "small"
+        },
+        {
+          "id": "day-nav-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "prev-day-btn",
+            "today-btn",
+            "next-day-btn"
+          ]
+        },
+        {
+          "id": "prev-day-btn",
+          "component": "Button",
+          "label": "← Prev Day",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "today-btn",
+          "component": "Button",
+          "label": "Today",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "next-day-btn",
+          "component": "Button",
+          "label": "Next Day →",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "kpi-tabs-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": [
+            "kpi-expected",
+            "kpi-noshow",
+            "kpi-rooms"
+          ]
+        },
+        {
+          "id": "kpi-expected",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-expected",
+            "val-expected",
+            "sub-expected"
+          ]
+        },
+        {
+          "id": "lbl-expected",
+          "component": "Label",
+          "text": "Expected Patients Today"
+        },
+        {
+          "id": "val-expected",
+          "component": "Heading",
+          "level": "h2",
+          "text": "24"
+        },
+        {
+          "id": "sub-expected",
+          "component": "TextContent",
+          "text": "14 Checked-in · 10 Remaining",
+          "size": "small"
+        },
+        {
+          "id": "kpi-noshow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-noshow",
+            "val-noshow",
+            "sub-noshow"
+          ]
+        },
+        {
+          "id": "lbl-noshow",
+          "component": "Label",
+          "text": "Monthly No-Show Rate"
+        },
+        {
+          "id": "val-noshow",
+          "component": "Heading",
+          "level": "h2",
+          "text": "4.2%"
+        },
+        {
+          "id": "sub-noshow",
+          "component": "TextContent",
+          "text": "↓ 1.1% vs last month target (5.0%)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-rooms",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-rooms",
+            "val-rooms",
+            "tags-rooms"
+          ]
+        },
+        {
+          "id": "lbl-rooms",
+          "component": "Label",
+          "text": "Free Rooms Right Now"
+        },
+        {
+          "id": "val-rooms",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3 Available"
+        },
+        {
+          "id": "tags-rooms",
+          "component": "TagBlock",
+          "tags": [
+            "Room 102",
+            "Room 105",
+            "Room 108"
+          ]
+        },
+        {
+          "id": "next-up-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "NEXT PATIENT CALLED: Sarah Jenkins (10:15 AM)",
+          "description": "Assigned to Room 102 with Dr. Aris Thorne. Patient has arrived and is waiting in Bay A."
+        },
+        {
+          "id": "appointments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "appointments-header",
+            "appointments-table"
+          ]
+        },
+        {
+          "id": "appointments-header",
+          "component": "CardHeader",
+          "title": "Today's Appointment Schedule",
+          "subtitle": "Real-time status of scheduled visits"
+        },
+        {
+          "id": "appointments-table",
+          "component": "Table",
+          "columns": [
+            "col-time",
+            "col-patient",
+            "col-doctor",
+            "col-status",
+            "col-room"
+          ]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": [
+            "09:00 AM",
+            "09:30 AM",
+            "10:00 AM",
+            "10:15 AM",
+            "10:45 AM",
+            "11:15 AM"
+          ]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient Name",
+          "type": "string",
+          "data": [
+            "Eleanor Vance",
+            "Marcus Brody",
+            "Clara Oswald",
+            "Sarah Jenkins",
+            "David Rose",
+            "Alexis Rose"
+          ]
+        },
+        {
+          "id": "col-doctor",
+          "component": "Col",
+          "label": "Doctor",
+          "type": "string",
+          "data": [
+            "Dr. Thorne",
+            "Dr. Evans",
+            "Dr. Evans",
+            "Dr. Thorne",
+            "Dr. Patel",
+            "Dr. Patel"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Completed",
+            "Completed",
+            "In Progress",
+            "Calling Next",
+            "Checked In",
+            "Expected"
+          ]
+        },
+        {
+          "id": "col-room",
+          "component": "Col",
+          "label": "Assigned Room",
+          "type": "string",
+          "data": [
+            "Room 101",
+            "Room 103",
+            "Room 104",
+            "Room 102",
+            "Waiting Area",
+            "Pending"
+          ]
+        },
+        {
+          "id": "checkin-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "checkin-form"
+          ]
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "patientCheckInForm",
+          "fields": [
+            "field-patient-select",
+            "field-room-select"
+          ],
+          "buttons": "checkin-form-buttons"
+        },
+        {
+          "id": "field-patient-select",
+          "component": "FormControl",
+          "label": "Select Arriving Patient",
+          "hint": "Choose an expected patient from today's list to mark as checked in",
+          "input": "input-patient-select"
+        },
+        {
+          "id": "input-patient-select",
+          "component": "Select",
+          "name": "selectedPatient",
+          "placeholder": "Search patient name...",
+          "items": [
+            "opt-patient-1",
+            "opt-patient-2"
+          ]
+        },
+        {
+          "id": "opt-patient-1",
+          "component": "SelectItem",
+          "value": "alexis_rose",
+          "label": "Alexis Rose (11:15 AM - Dr. Patel)"
+        },
+        {
+          "id": "opt-patient-2",
+          "component": "SelectItem",
+          "value": "arthur_pendelton",
+          "label": "Arthur Pendelton (11:45 AM - Dr. Evans)"
+        },
+        {
+          "id": "field-room-select",
+          "component": "FormControl",
+          "label": "Assign Free Room (Optional)",
+          "hint": "Assign an available room directly upon arrival",
+          "input": "input-room-select"
+        },
+        {
+          "id": "input-room-select",
+          "component": "Select",
+          "name": "assignedRoom",
+          "placeholder": "Select room...",
+          "items": [
+            "opt-room-102",
+            "opt-room-105",
+            "opt-room-108"
+          ]
+        },
+        {
+          "id": "opt-room-102",
+          "component": "SelectItem",
+          "value": "102",
+          "label": "Room 102"
+        },
+        {
+          "id": "opt-room-105",
+          "component": "SelectItem",
+          "value": "105",
+          "label": "Room 105"
+        },
+        {
+          "id": "opt-room-108",
+          "component": "SelectItem",
+          "value": "108",
+          "label": "Room 108"
+        },
+        {
+          "id": "checkin-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-checkin"
+          ]
+        },
+        {
+          "id": "btn-submit-checkin",
+          "component": "Button",
+          "label": "Check In Patient",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..3017e12f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,701 @@
+I have created a receptionist day view dashboard that covers all required features: today's schedule with check-in buttons, summary KPIs, room availability, next patient queue, and date navigation.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-reception-dayview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0EA5E9",
+      "agentDisplayName": "Clinic Flow Reception"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-reception-dayview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "kpi_summary_card",
+          "next_patient_card",
+          "rooms_card",
+          "schedule_card",
+          "follow_ups"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header_title",
+          "date_nav_buttons"
+        ]
+      },
+      {
+        "id": "header_title",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Clinic Reception Dashboard"
+      },
+      {
+        "id": "date_nav_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn_prev_day",
+          "btn_today",
+          "btn_next_day",
+          "btn_pick_date"
+        ]
+      },
+      {
+        "id": "btn_prev_day",
+        "component": "Button",
+        "label": "← Previous Day",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "btn_today",
+        "component": "Button",
+        "label": "Today (Oct 24, 2023)",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "btn_next_day",
+        "component": "Button",
+        "label": "Next Day →",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "btn_pick_date",
+        "component": "Button",
+        "label": "Select Date",
+        "variant": "tertiary",
+        "size": "small"
+      },
+      {
+        "id": "kpi_summary_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "kpi_header",
+          "kpi_metrics_card"
+        ]
+      },
+      {
+        "id": "kpi_header",
+        "component": "CardHeader",
+        "title": "Daily Overview & Monthly Stats",
+        "subtitle": "Live metrics for patient volume and attendance"
+      },
+      {
+        "id": "kpi_metrics_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "xl",
+        "children": [
+          "metric_expected",
+          "metric_noshow"
+        ]
+      },
+      {
+        "id": "metric_expected",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "expected_tag",
+          "expected_count",
+          "expected_progress"
+        ]
+      },
+      {
+        "id": "expected_tag",
+        "component": "Tag",
+        "text": "Expected Patients Today",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "expected_count",
+        "component": "Heading",
+        "level": "h1",
+        "text": "18"
+      },
+      {
+        "id": "expected_progress",
+        "component": "Progress",
+        "value": 44,
+        "label": "8 of 18 completed"
+      },
+      {
+        "id": "metric_noshow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "noshow_tag",
+          "noshow_rate",
+          "noshow_desc"
+        ]
+      },
+      {
+        "id": "noshow_tag",
+        "component": "Tag",
+        "text": "No-Show Rate (This Month)",
+        "variant": "warning",
+        "size": "sm"
+      },
+      {
+        "id": "noshow_rate",
+        "component": "Heading",
+        "level": "h1",
+        "text": "4.2%"
+      },
+      {
+        "id": "noshow_desc",
+        "component": "TextContent",
+        "text": "↓ 1.5% lower than last month target (5.0%)",
+        "size": "small"
+      },
+      {
+        "id": "next_patient_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "next_patient_alert",
+          "next_patient_details"
+        ]
+      },
+      {
+        "id": "next_patient_alert",
+        "component": "Alert",
+        "title": "Next Patient Called Out",
+        "description": "Please direct the patient to the assigned examination room.",
+        "variant": "info"
+      },
+      {
+        "id": "next_patient_details",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "l",
+        "align": "center",
+        "children": [
+          "patient_avatar",
+          "patient_info_text",
+          "callout_actions"
+        ]
+      },
+      {
+        "id": "patient_avatar",
+        "component": "Avatar",
+        "fallback": "JD",
+        "src": ""
+      },
+      {
+        "id": "patient_info_text",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "next_name",
+          "next_appt_info"
+        ]
+      },
+      {
+        "id": "next_name",
+        "component": "Heading",
+        "level": "h3",
+        "text": "John Doe (10:15 AM)"
+      },
+      {
+        "id": "next_appt_info",
+        "component": "TextContent",
+        "text": "Assigned to: **Exam Room 2** • Dr. Sarah Jenkins (General Checkup)",
+        "size": "default"
+      },
+      {
+        "id": "callout_actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn_announce",
+          "btn_send_in"
+        ]
+      },
+      {
+        "id": "btn_announce",
+        "component": "Button",
+        "label": "Re-Announce",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "btn_send_in",
+        "component": "Button",
+        "label": "Mark Sent In",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "rooms_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "rooms_header",
+          "rooms_status_row"
+        ]
+      },
+      {
+        "id": "rooms_header",
+        "component": "CardHeader",
+        "title": "Room Availability (Right Now)",
+        "subtitle": "Live room status and occupancy"
+      },
+      {
+        "id": "rooms_status_row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "room_1",
+          "room_2",
+          "room_3",
+          "room_4",
+          "room_5"
+        ]
+      },
+      {
+        "id": "room_1",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "r1_tag",
+          "r1_title",
+          "r1_desc"
+        ]
+      },
+      {
+        "id": "r1_tag",
+        "component": "Tag",
+        "text": "FREE",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "r1_title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Room 101"
+      },
+      {
+        "id": "r1_desc",
+        "component": "TextContent",
+        "text": "Ready for patient",
+        "size": "small"
+      },
+      {
+        "id": "room_2",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "r2_tag",
+          "r2_title",
+          "r2_desc"
+        ]
+      },
+      {
+        "id": "r2_tag",
+        "component": "Tag",
+        "text": "OCCUPIED",
+        "variant": "danger",
+        "size": "sm"
+      },
+      {
+        "id": "r2_title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Room 102"
+      },
+      {
+        "id": "r2_desc",
+        "component": "TextContent",
+        "text": "In use: Dr. Smith",
+        "size": "small"
+      },
+      {
+        "id": "room_3",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "r3_tag",
+          "r3_title",
+          "r3_desc"
+        ]
+      },
+      {
+        "id": "r3_tag",
+        "component": "Tag",
+        "text": "FREE",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "r3_title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Room 103"
+      },
+      {
+        "id": "r3_desc",
+        "component": "TextContent",
+        "text": "Ready for patient",
+        "size": "small"
+      },
+      {
+        "id": "room_4",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "r4_tag",
+          "r4_title",
+          "r4_desc"
+        ]
+      },
+      {
+        "id": "r4_tag",
+        "component": "Tag",
+        "text": "OCCUPIED",
+        "variant": "danger",
+        "size": "sm"
+      },
+      {
+        "id": "r4_title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Room 104"
+      },
+      {
+        "id": "r4_desc",
+        "component": "TextContent",
+        "text": "In use: Dr. Lee",
+        "size": "small"
+      },
+      {
+        "id": "room_5",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "r5_tag",
+          "r5_title",
+          "r5_desc"
+        ]
+      },
+      {
+        "id": "r5_tag",
+        "component": "Tag",
+        "text": "FREE",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "r5_title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Room 105"
+      },
+      {
+        "id": "r5_desc",
+        "component": "TextContent",
+        "text": "Sanitized & ready",
+        "size": "small"
+      },
+      {
+        "id": "schedule_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "schedule_header",
+          "checkin_form_dialog",
+          "appointments_table"
+        ]
+      },
+      {
+        "id": "schedule_header",
+        "component": "CardHeader",
+        "title": "Today's Schedule & Check-In",
+        "subtitle": "Manage patient arrivals and view appointment list"
+      },
+      {
+        "id": "checkin_form_dialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Quick Check-In Form",
+        "triggerVariant": "default",
+        "title": "Patient Check-In",
+        "description": "Select an arriving patient and record check-in details",
+        "content": [
+          "checkin_form"
+        ]
+      },
+      {
+        "id": "checkin_form",
+        "component": "Form",
+        "name": "patient_checkin_form",
+        "fields": [
+          "field_patient_select",
+          "field_room_select",
+          "field_notes"
+        ],
+        "buttons": "form_buttons"
+      },
+      {
+        "id": "field_patient_select",
+        "component": "FormControl",
+        "label": "Select Patient",
+        "hint": "Choose from arriving appointments",
+        "input": "select_patient"
+      },
+      {
+        "id": "select_patient",
+        "component": "Select",
+        "name": "patient_name",
+        "placeholder": "Select patient...",
+        "items": [
+          "opt_p1",
+          "opt_p2",
+          "opt_p3"
+        ]
+      },
+      {
+        "id": "opt_p1",
+        "component": "SelectItem",
+        "value": "alice_smith",
+        "label": "10:30 AM - Alice Smith"
+      },
+      {
+        "id": "opt_p2",
+        "component": "SelectItem",
+        "value": "robert_brown",
+        "label": "11:00 AM - Robert Brown"
+      },
+      {
+        "id": "opt_p3",
+        "component": "SelectItem",
+        "value": "emma_wilson",
+        "label": "11:30 AM - Emma Wilson"
+      },
+      {
+        "id": "field_room_select",
+        "component": "FormControl",
+        "label": "Assign Room",
+        "hint": "Assign an available room",
+        "input": "select_room"
+      },
+      {
+        "id": "select_room",
+        "component": "Select",
+        "name": "assigned_room",
+        "placeholder": "Select available room...",
+        "items": [
+          "opt_r101",
+          "opt_r103",
+          "opt_r105"
+        ]
+      },
+      {
+        "id": "opt_r101",
+        "component": "SelectItem",
+        "value": "room_101",
+        "label": "Room 101 (Free)"
+      },
+      {
+        "id": "opt_r103",
+        "component": "SelectItem",
+        "value": "room_103",
+        "label": "Room 103 (Free)"
+      },
+      {
+        "id": "opt_r105",
+        "component": "SelectItem",
+        "value": "room_105",
+        "label": "Room 105 (Free)"
+      },
+      {
+        "id": "field_notes",
+        "component": "FormControl",
+        "label": "Arrival Notes",
+        "hint": "Optional notes for the nurse or doctor",
+        "input": "input_notes"
+      },
+      {
+        "id": "input_notes",
+        "component": "Input",
+        "name": "arrival_notes",
+        "placeholder": "e.g., Copay paid, paperwork completed"
+      },
+      {
+        "id": "form_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn_confirm_checkin"
+        ]
+      },
+      {
+        "id": "btn_confirm_checkin",
+        "component": "Button",
+        "label": "Confirm Check-In",
+        "variant": "primary"
+      },
+      {
+        "id": "appointments_table",
+        "component": "Table",
+        "columns": [
+          "col_time",
+          "col_patient",
+          "col_doctor",
+          "col_status",
+          "col_action"
+        ]
+      },
+      {
+        "id": "col_time",
+        "component": "Col",
+        "label": "Time",
+        "type": "string",
+        "data": [
+          "09:00 AM",
+          "09:30 AM",
+          "10:15 AM",
+          "10:30 AM",
+          "11:00 AM",
+          "11:30 AM"
+        ]
+      },
+      {
+        "id": "col_patient",
+        "component": "Col",
+        "label": "Patient Name",
+        "type": "string",
+        "data": [
+          "Michael Chang",
+          "Sarah Connor",
+          "John Doe",
+          "Alice Smith",
+          "Robert Brown",
+          "Emma Wilson"
+        ]
+      },
+      {
+        "id": "col_doctor",
+        "component": "Col",
+        "label": "Provider",
+        "type": "string",
+        "data": [
+          "Dr. Smith",
+          "Dr. Lee",
+          "Dr. Jenkins",
+          "Dr. Smith",
+          "Dr. Lee",
+          "Dr. Jenkins"
+        ]
+      },
+      {
+        "id": "col_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Completed",
+          "Completed",
+          "Called Out",
+          "Waiting in Lobby",
+          "Scheduled",
+          "Scheduled"
+        ]
+      },
+      {
+        "id": "col_action",
+        "component": "Col",
+        "label": "Quick Action",
+        "type": "action",
+        "data": [
+          "Done",
+          "Done",
+          "In Exam",
+          "Check In",
+          "Check In",
+          "Check In"
+        ]
+      },
+      {
+        "id": "follow_ups",
+        "component": "FollowUpBlock",
+        "items": [
+          "fu_1",
+          "fu_2",
+          "fu_3"
+        ]
+      },
+      {
+        "id": "fu_1",
+        "component": "FollowUpItem",
+        "text": "Filter schedule by Dr. Smith"
+      },
+      {
+        "id": "fu_2",
+        "component": "FollowUpItem",
+        "text": "View room cleaning log"
+      },
+      {
+        "id": "fu_3",
+        "component": "FollowUpItem",
+        "text": "Export today's attendance report"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..1be5b6b6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,581 @@
+Here is a complete, single-screen dashboard designed for a clinic receptionist's daily view, addressing all key daily tasks and operational metrics.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "clinic-reception-day-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0EA5E9",
+        "agentDisplayName": "Clinic Flow Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "clinic-reception-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "next-up-callout",
+            "kpi-section",
+            "main-content-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "date-controls-card"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Clinic Receptionist Portal",
+          "subtitle": "Daily Schedule & Patient Flow Management"
+        },
+        {
+          "id": "date-controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "date-picker-control",
+            "quick-day-buttons"
+          ]
+        },
+        {
+          "id": "date-picker-control",
+          "component": "DatePicker",
+          "name": "schedule_date",
+          "mode": "single",
+          "value": ["2025-05-15"]
+        },
+        {
+          "id": "quick-day-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-prev-day",
+            "btn-today",
+            "btn-next-day"
+          ]
+        },
+        {
+          "id": "btn-prev-day",
+          "component": "Button",
+          "label": "‹ Prev Day",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "btn-today",
+          "component": "Button",
+          "label": "Today",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "btn-next-day",
+          "component": "Button",
+          "label": "Next Day ›",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "next-up-callout",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "next-up-info",
+            "call-next-btn"
+          ]
+        },
+        {
+          "id": "next-up-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "next-up-tag",
+            "next-up-text"
+          ]
+        },
+        {
+          "id": "next-up-tag",
+          "component": "Tag",
+          "text": "NEXT PATIENT CALLED OUT",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "next-up-text",
+          "component": "Heading",
+          "text": "Eleanor Vance — 10:15 AM (Dr. Smith, Room 102)",
+          "level": "h3"
+        },
+        {
+          "id": "call-next-btn",
+          "component": "Button",
+          "label": "Announce Patient Call",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-expected-card",
+            "kpi-noshow-card",
+            "kpi-rooms-card"
+          ]
+        },
+        {
+          "id": "kpi-expected-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-expected-header",
+            "kpi-expected-val",
+            "kpi-expected-progress"
+          ]
+        },
+        {
+          "id": "kpi-expected-header",
+          "component": "CardHeader",
+          "title": "Expected Today",
+          "subtitle": "Total Scheduled"
+        },
+        {
+          "id": "kpi-expected-val",
+          "component": "Heading",
+          "text": "24 Patients",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-expected-progress",
+          "component": "Progress",
+          "value": 58,
+          "label": "14 Checked in / 24 total"
+        },
+        {
+          "id": "kpi-noshow-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-noshow-header",
+            "kpi-noshow-val",
+            "kpi-noshow-alert"
+          ]
+        },
+        {
+          "id": "kpi-noshow-header",
+          "component": "CardHeader",
+          "title": "Monthly No-Show Rate",
+          "subtitle": "May Target: < 5%"
+        },
+        {
+          "id": "kpi-noshow-val",
+          "component": "Heading",
+          "text": "4.2%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-noshow-alert",
+          "component": "Tag",
+          "text": "Within Target Range",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-rooms-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-rooms-header",
+            "kpi-rooms-val",
+            "kpi-rooms-tags"
+          ]
+        },
+        {
+          "id": "kpi-rooms-header",
+          "component": "CardHeader",
+          "title": "Free Rooms Right Now",
+          "subtitle": "Available for Assignment"
+        },
+        {
+          "id": "kpi-rooms-val",
+          "component": "Heading",
+          "text": "3 Rooms Free",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-rooms-tags",
+          "component": "TagBlock",
+          "tags": ["Room 102 (Exam)", "Room 105 (Consult)", "Room 108 (Exam)"]
+        },
+        {
+          "id": "main-content-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-schedule",
+            "tab-checkin-form",
+            "tab-room-overview"
+          ]
+        },
+        {
+          "id": "tab-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "Today's Schedule & Check-in",
+          "content": [
+            "schedule-table-card"
+          ]
+        },
+        {
+          "id": "schedule-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "schedule-table-title",
+            "schedule-table"
+          ]
+        },
+        {
+          "id": "schedule-table-title",
+          "component": "CardHeader",
+          "title": "Appointments List",
+          "subtitle": "Manage patient check-ins and track appointment status"
+        },
+        {
+          "id": "schedule-table",
+          "component": "Table",
+          "columns": [
+            "col-time",
+            "col-patient",
+            "col-doctor",
+            "col-type",
+            "col-status",
+            "col-action"
+          ]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["08:30 AM", "09:00 AM", "09:30 AM", "10:15 AM", "11:00 AM", "11:30 AM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient Name",
+          "type": "string",
+          "data": ["John Doe", "Sarah Jenkins", "Michael Chang", "Eleanor Vance", "David Miller", "Emma Watson"]
+        },
+        {
+          "id": "col-doctor",
+          "component": "Col",
+          "label": "Provider",
+          "type": "string",
+          "data": ["Dr. Smith", "Dr. Adams", "Dr. Smith", "Dr. Smith", "Dr. Adams", "Dr. Smith"]
+        },
+        {
+          "id": "col-type",
+          "component": "Col",
+          "label": "Visit Type",
+          "type": "string",
+          "data": ["Follow-up", "Annual Checkup", "Consultation", "Routine Exam", "Urgent Care", "Follow-up"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Completed", "In Room 101", "Completed", "Next Called", "Waiting", "Scheduled"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Quick Action",
+          "type": "action",
+          "data": ["Done", "Done", "Done", "Call Again", "Check In", "Check In"]
+        },
+        {
+          "id": "tab-checkin-form",
+          "component": "TabItem",
+          "value": "fast-checkin",
+          "trigger": "Express Patient Check-In",
+          "content": [
+            "checkin-form-card"
+          ]
+        },
+        {
+          "id": "checkin-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "checkin-form-header",
+            "checkin-form"
+          ]
+        },
+        {
+          "id": "checkin-form-header",
+          "component": "CardHeader",
+          "title": "Check In Arriving Patient",
+          "subtitle": "Confirm patient details and assign available room or waiting area"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "patient_checkin_form",
+          "fields": [
+            "field-patient-select",
+            "field-room-select",
+            "field-copay",
+            "field-notes"
+          ],
+          "buttons": "checkin-form-buttons"
+        },
+        {
+          "id": "field-patient-select",
+          "component": "FormControl",
+          "label": "Select Patient",
+          "hint": "Choose from arriving patients scheduled for today",
+          "input": "input-patient-select"
+        },
+        {
+          "id": "input-patient-select",
+          "component": "Select",
+          "name": "patient_id",
+          "placeholder": "Choose patient...",
+          "items": [
+            "sel-patient-1",
+            "sel-patient-2",
+            "sel-patient-3"
+          ]
+        },
+        {
+          "id": "sel-patient-1",
+          "component": "SelectItem",
+          "value": "p101",
+          "label": "Eleanor Vance (10:15 AM - Dr. Smith)"
+        },
+        {
+          "id": "sel-patient-2",
+          "component": "SelectItem",
+          "value": "p102",
+          "label": "David Miller (11:00 AM - Dr. Adams)"
+        },
+        {
+          "id": "sel-patient-3",
+          "component": "SelectItem",
+          "value": "p103",
+          "label": "Emma Watson (11:30 AM - Dr. Smith)"
+        },
+        {
+          "id": "field-room-select",
+          "component": "FormControl",
+          "label": "Assign Room / Location",
+          "hint": "Currently showing 3 free rooms",
+          "input": "input-room-select"
+        },
+        {
+          "id": "input-room-select",
+          "component": "Select",
+          "name": "assigned_room",
+          "placeholder": "Select location...",
+          "items": [
+            "sel-room-waiting",
+            "sel-room-102",
+            "sel-room-105",
+            "sel-room-108"
+          ]
+        },
+        {
+          "id": "sel-room-waiting",
+          "component": "SelectItem",
+          "value": "waiting_room",
+          "label": "Main Waiting Room"
+        },
+        {
+          "id": "sel-room-102",
+          "component": "SelectItem",
+          "value": "room_102",
+          "label": "Room 102 (Exam) - Free"
+        },
+        {
+          "id": "sel-room-105",
+          "component": "SelectItem",
+          "value": "room_105",
+          "label": "Room 105 (Consult) - Free"
+        },
+        {
+          "id": "sel-room-108",
+          "component": "SelectItem",
+          "value": "room_108",
+          "label": "Room 108 (Exam) - Free"
+        },
+        {
+          "id": "field-copay",
+          "component": "FormControl",
+          "label": "Copay Collected ($)",
+          "hint": "Enter amount collected at reception",
+          "input": "input-copay"
+        },
+        {
+          "id": "input-copay",
+          "component": "Input",
+          "name": "copay_amount",
+          "type": "number",
+          "placeholder": "25.00"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Arrival Notes",
+          "hint": "Optional notes for the triage nurse or doctor",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "TextArea",
+          "name": "checkin_notes",
+          "placeholder": "Patient arrived on time, completed intake paperwork digitally...",
+          "rows": 3
+        },
+        {
+          "id": "checkin-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-checkin",
+            "btn-cancel-checkin"
+          ]
+        },
+        {
+          "id": "btn-submit-checkin",
+          "component": "Button",
+          "label": "Complete Check-In",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-cancel-checkin",
+          "component": "Button",
+          "label": "Clear Form",
+          "variant": "tertiary"
+        },
+        {
+          "id": "tab-room-overview",
+          "component": "TabItem",
+          "value": "rooms-status",
+          "trigger": "Room Availability",
+          "content": [
+            "rooms-card"
+          ]
+        },
+        {
+          "id": "rooms-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rooms-card-header",
+            "rooms-list"
+          ]
+        },
+        {
+          "id": "rooms-card-header",
+          "component": "CardHeader",
+          "title": "Real-Time Room Occupancy",
+          "subtitle": "Status of all clinic examination and consultation rooms"
+        },
+        {
+          "id": "rooms-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "room-item-101",
+            "room-item-102",
+            "room-item-103",
+            "room-item-105",
+            "room-item-108"
+          ]
+        },
+        {
+          "id": "room-item-101",
+          "component": "ListItem",
+          "title": "Room 101 — OCCUPIED",
+          "subtitle": "Patient: Sarah Jenkins | Provider: Dr. Adams",
+          "actionLabel": "Occupied"
+        },
+        {
+          "id": "room-item-102",
+          "component": "ListItem",
+          "title": "Room 102 — AVAILABLE",
+          "subtitle": "Cleaned & Ready for next patient",
+          "actionLabel": "Assign Room"
+        },
+        {
+          "id": "room-item-103",
+          "component": "ListItem",
+          "title": "Room 103 — OCCUPIED",
+          "subtitle": "Patient: In Treatment | Provider: Dr. Smith",
+          "actionLabel": "Occupied"
+        },
+        {
+          "id": "room-item-105",
+          "component": "ListItem",
+          "title": "Room 105 — AVAILABLE",
+          "subtitle": "Cleaned & Ready for next patient",
+          "actionLabel": "Assign Room"
+        },
+        {
+          "id": "room-item-108",
+          "component": "ListItem",
+          "title": "Room 108 — AVAILABLE",
+          "subtitle": "Cleaned & Ready for next patient",
+          "actionLabel": "Assign Room"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..8943d68cd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,426 @@
+Here is a comprehensive single-screen dashboard for a clinic receptionist's day view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-day-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0284C7",
+      "agentDisplayName": "Clinic Flow Assistant"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-day-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "kpi-card-container",
+          "next-patient-alert",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "header-title-container",
+          "date-picker-control"
+        ]
+      },
+      {
+        "id": "header-title-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "sub-heading"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Reception Day View"
+      },
+      {
+        "id": "sub-heading",
+        "component": "TextContent",
+        "text": "Manage appointments, room allocations, and patient check-ins.",
+        "size": "small"
+      },
+      {
+        "id": "date-picker-control",
+        "component": "FormControl",
+        "label": "Select Date (Item 7)",
+        "input": "date-input"
+      },
+      {
+        "id": "date-input",
+        "component": "DatePicker",
+        "name": "selectedDate",
+        "mode": "single",
+        "value": ["2023-10-24"]
+      },
+      {
+        "id": "kpi-card-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "expected-patients-card",
+          "noshow-rate-card",
+          "available-rooms-card"
+        ]
+      },
+      {
+        "id": "expected-patients-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-expected-title",
+          "kpi-expected-value",
+          "kpi-expected-progress"
+        ]
+      },
+      {
+        "id": "kpi-expected-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Expected Today (Item 2)"
+      },
+      {
+        "id": "kpi-expected-value",
+        "component": "TextContent",
+        "text": "28 Patients",
+        "size": "large-heavy"
+      },
+      {
+        "id": "kpi-expected-progress",
+        "component": "Progress",
+        "value": 64,
+        "label": "18 Checked In / 28 Total"
+      },
+      {
+        "id": "noshow-rate-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-noshow-title",
+          "kpi-noshow-value",
+          "kpi-noshow-badge"
+        ]
+      },
+      {
+        "id": "kpi-noshow-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Monthly No-Show Rate (Item 3)"
+      },
+      {
+        "id": "kpi-noshow-value",
+        "component": "TextContent",
+        "text": "4.2%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "kpi-noshow-badge",
+        "component": "Badge",
+        "text": "-1.5% lower than last month",
+        "variant": "secondary"
+      },
+      {
+        "id": "available-rooms-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-rooms-title",
+          "kpi-rooms-tags"
+        ]
+      },
+      {
+        "id": "kpi-rooms-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Rooms Free Right Now (Item 4)"
+      },
+      {
+        "id": "kpi-rooms-tags",
+        "component": "TagBlock",
+        "tags": ["Room 102 (Exam)", "Room 105 (Consult)", "Room 201 (Procedure)"]
+      },
+      {
+        "id": "next-patient-alert",
+        "component": "Alert",
+        "variant": "info",
+        "title": "NEXT PATIENT CALLED OUT (Item 5)",
+        "description": "Sarah Jenkins • 10:15 AM Appointment • Dr. Marcus Vance • Assigned to Room 102"
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-appointments",
+          "tab-checkin"
+        ]
+      },
+      {
+        "id": "tab-appointments",
+        "component": "TabItem",
+        "value": "appointments",
+        "trigger": "Today's Schedule (Item 1)",
+        "content": [
+          "appointments-table-card"
+        ]
+      },
+      {
+        "id": "appointments-table-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "appointments-table"
+        ]
+      },
+      {
+        "id": "appointments-table",
+        "component": "Table",
+        "columns": [
+          "col-time",
+          "col-patient",
+          "col-doctor",
+          "col-status",
+          "col-room"
+        ]
+      },
+      {
+        "id": "col-time",
+        "component": "Col",
+        "label": "Time",
+        "type": "string",
+        "data": ["09:00 AM", "09:30 AM", "10:00 AM", "10:15 AM", "10:45 AM", "11:15 AM"]
+      },
+      {
+        "id": "col-patient",
+        "component": "Col",
+        "label": "Patient Name",
+        "type": "string",
+        "data": ["Robert Chen", "Emily Davis", "Michael Brown", "Sarah Jenkins", "David Miller", "Jessica Taylor"]
+      },
+      {
+        "id": "col-doctor",
+        "component": "Col",
+        "label": "Provider",
+        "type": "string",
+        "data": ["Dr. Smith", "Dr. Vance", "Dr. Smith", "Dr. Vance", "Dr. Patel", "Dr. Smith"]
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Completed", "Completed", "In Room", "Next Up", "Checked In", "Scheduled"]
+      },
+      {
+        "id": "col-room",
+        "component": "Col",
+        "label": "Assigned Room",
+        "type": "string",
+        "data": ["Room 101", "Room 102", "Room 103", "Room 102 (Ready)", "Waiting Area", "--"]
+      },
+      {
+        "id": "tab-checkin",
+        "component": "TabItem",
+        "value": "checkin",
+        "trigger": "Quick Check-In Form (Item 6)",
+        "content": [
+          "checkin-form-card"
+        ]
+      },
+      {
+        "id": "checkin-form-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "checkin-header",
+          "checkin-form"
+        ]
+      },
+      {
+        "id": "checkin-header",
+        "component": "CardHeader",
+        "title": "Patient Arrival Check-In",
+        "subtitle": "Search patient or select appointment to complete check-in process"
+      },
+      {
+        "id": "checkin-form",
+        "component": "Form",
+        "name": "patientCheckInForm",
+        "fields": [
+          "field-patient-select",
+          "field-room-select",
+          "field-copay",
+          "field-notes"
+        ],
+        "buttons": "checkin-buttons-group"
+      },
+      {
+        "id": "field-patient-select",
+        "component": "FormControl",
+        "label": "Arriving Patient",
+        "hint": "Select arriving patient from today's schedule",
+        "input": "input-patient-select"
+      },
+      {
+        "id": "input-patient-select",
+        "component": "Select",
+        "name": "patientId",
+        "placeholder": "-- Select Patient --",
+        "items": [
+          "opt-p1",
+          "opt-p2",
+          "opt-p3"
+        ]
+      },
+      {
+        "id": "opt-p1",
+        "component": "SelectItem",
+        "value": "p104",
+        "label": "Sarah Jenkins (10:15 AM - Dr. Vance)"
+      },
+      {
+        "id": "opt-p2",
+        "component": "SelectItem",
+        "value": "p105",
+        "label": "David Miller (10:45 AM - Dr. Patel)"
+      },
+      {
+        "id": "opt-p3",
+        "component": "SelectItem",
+        "value": "p106",
+        "label": "Jessica Taylor (11:15 AM - Dr. Smith)"
+      },
+      {
+        "id": "field-room-select",
+        "component": "FormControl",
+        "label": "Assign Available Room",
+        "hint": "Optional: Assign directly to an open room or send to waiting area",
+        "input": "input-room-select"
+      },
+      {
+        "id": "input-room-select",
+        "component": "Select",
+        "name": "assignedRoom",
+        "placeholder": "Waiting Area (Default)",
+        "items": [
+          "opt-r0",
+          "opt-r1",
+          "opt-r2",
+          "opt-r3"
+        ]
+      },
+      {
+        "id": "opt-r0",
+        "component": "SelectItem",
+        "value": "waiting",
+        "label": "Waiting Area"
+      },
+      {
+        "id": "opt-r1",
+        "component": "SelectItem",
+        "value": "room_102",
+        "label": "Room 102 (Exam)"
+      },
+      {
+        "id": "opt-r2",
+        "component": "SelectItem",
+        "value": "room_105",
+        "label": "Room 105 (Consult)"
+      },
+      {
+        "id": "opt-r3",
+        "component": "SelectItem",
+        "value": "room_201",
+        "label": "Room 201 (Procedure)"
+      },
+      {
+        "id": "field-copay",
+        "component": "FormControl",
+        "label": "Copay Collected ($)",
+        "input": "input-copay"
+      },
+      {
+        "id": "input-copay",
+        "component": "Input",
+        "name": "copayAmount",
+        "type": "number",
+        "placeholder": "25.00"
+      },
+      {
+        "id": "field-notes",
+        "component": "FormControl",
+        "label": "Reception Notes",
+        "input": "input-notes"
+      },
+      {
+        "id": "input-notes",
+        "component": "TextArea",
+        "name": "receptionNotes",
+        "placeholder": "e.g., Updated insurance card scanned, patient requested water.",
+        "rows": 2
+      },
+      {
+        "id": "checkin-buttons-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-confirm-checkin",
+          "btn-clear-checkin"
+        ]
+      },
+      {
+        "id": "btn-confirm-checkin",
+        "component": "Button",
+        "label": "Confirm Check-In",
+        "variant": "primary"
+      },
+      {
+        "id": "btn-clear-checkin",
+        "component": "Button",
+        "label": "Reset",
+        "variant": "tertiary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..8e4045370
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r1.txt
@@ -0,0 +1,1042 @@
+Here is a comprehensive Editor's Content Studio dashboard designed to manage your publication workflow, track performance metrics, filter by category, manage comments, and create or schedule content.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Editorial Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "separator-header",
+            "category-filter-control"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-group",
+            "header-action-buttons"
+          ]
+        },
+        {
+          "id": "header-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "studio-heading",
+            "studio-subtitle"
+          ]
+        },
+        {
+          "id": "studio-heading",
+          "component": "Heading",
+          "text": "Editor's Content Studio",
+          "level": "h1"
+        },
+        {
+          "id": "studio-subtitle",
+          "component": "TextContent",
+          "text": "Manage drafts, schedule posts, monitor readership, and moderate community discussions.",
+          "size": "small"
+        },
+        {
+          "id": "header-action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "schedule-dialog-btn",
+            "new-draft-dialog-btn"
+          ]
+        },
+        {
+          "id": "schedule-dialog-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "Schedule Piece",
+          "triggerVariant": "outline",
+          "title": "Schedule a New Piece",
+          "description": "Set a publish date and time for an upcoming article.",
+          "content": [
+            "schedule-form"
+          ]
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedulePieceForm",
+          "fields": [
+            "schedule-title-control",
+            "schedule-category-control",
+            "schedule-date-control"
+          ],
+          "buttons": "schedule-form-buttons"
+        },
+        {
+          "id": "schedule-title-control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "schedule-title-input",
+          "hint": "Enter the headline for the piece."
+        },
+        {
+          "id": "schedule-title-input",
+          "component": "Input",
+          "name": "articleTitle",
+          "placeholder": "e.g., The Future of Generative Design Systems",
+          "type": "text"
+        },
+        {
+          "id": "schedule-category-control",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "schedule-category-select"
+        },
+        {
+          "id": "schedule-category-select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select Category",
+          "items": [
+            "cat-opt-1",
+            "cat-opt-2",
+            "cat-opt-3",
+            "cat-opt-4"
+          ]
+        },
+        {
+          "id": "cat-opt-1",
+          "component": "SelectItem",
+          "value": "tech",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-opt-2",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design"
+        },
+        {
+          "id": "cat-opt-3",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture"
+        },
+        {
+          "id": "cat-opt-4",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business"
+        },
+        {
+          "id": "schedule-date-control",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "schedule-date-picker",
+          "hint": "Choose target release date."
+        },
+        {
+          "id": "schedule-date-picker",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "schedule-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-schedule-btn"
+          ]
+        },
+        {
+          "id": "submit-schedule-btn",
+          "component": "Button",
+          "label": "Confirm Schedule",
+          "variant": "primary"
+        },
+        {
+          "id": "new-draft-dialog-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "Start New Draft",
+          "triggerVariant": "default",
+          "title": "Start New Article Draft",
+          "description": "Create a new blank canvas or start from an editorial template.",
+          "content": [
+            "new-draft-form"
+          ]
+        },
+        {
+          "id": "new-draft-form",
+          "component": "Form",
+          "name": "newDraftForm",
+          "fields": [
+            "draft-title-control",
+            "draft-summary-control",
+            "draft-category-control"
+          ],
+          "buttons": "draft-form-buttons"
+        },
+        {
+          "id": "draft-title-control",
+          "component": "FormControl",
+          "label": "Working Title",
+          "input": "draft-title-input"
+        },
+        {
+          "id": "draft-title-input",
+          "component": "Input",
+          "name": "workingTitle",
+          "placeholder": "Enter draft title...",
+          "type": "text"
+        },
+        {
+          "id": "draft-summary-control",
+          "component": "FormControl",
+          "label": "Brief Outline / Concept",
+          "input": "draft-summary-textarea"
+        },
+        {
+          "id": "draft-summary-textarea",
+          "component": "TextArea",
+          "name": "draftConcept",
+          "placeholder": "Key takeaways, targets, or main thesis...",
+          "rows": 3
+        },
+        {
+          "id": "draft-category-control",
+          "component": "FormControl",
+          "label": "Category Desk",
+          "input": "draft-category-select"
+        },
+        {
+          "id": "draft-category-select",
+          "component": "Select",
+          "name": "draftCategory",
+          "placeholder": "Assign to Desk",
+          "items": [
+            "cat-opt-1",
+            "cat-opt-2",
+            "cat-opt-3",
+            "cat-opt-4"
+          ]
+        },
+        {
+          "id": "draft-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "create-draft-btn"
+          ]
+        },
+        {
+          "id": "create-draft-btn",
+          "component": "Button",
+          "label": "Open Editor",
+          "variant": "primary"
+        },
+        {
+          "id": "separator-header",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "category-filter-control",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "filter-label",
+            "category-select-dropdown"
+          ]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Filter Studio View by Category:"
+        },
+        {
+          "id": "category-select-dropdown",
+          "component": "Select",
+          "name": "globalCategoryFilter",
+          "placeholder": "All Categories",
+          "size": "small",
+          "items": [
+            "cat-all",
+            "cat-tech",
+            "cat-design",
+            "cat-culture",
+            "cat-biz"
+          ]
+        },
+        {
+          "id": "cat-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Categories"
+        },
+        {
+          "id": "cat-tech",
+          "component": "SelectItem",
+          "value": "tech",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design"
+        },
+        {
+          "id": "cat-culture",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture"
+        },
+        {
+          "id": "cat-biz",
+          "component": "SelectItem",
+          "value": "biz",
+          "label": "Business"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-dashboard",
+            "tab-drafts",
+            "tab-published",
+            "tab-comments"
+          ]
+        },
+        {
+          "id": "tab-dashboard",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview & Performance",
+          "content": [
+            "overview-layout"
+          ]
+        },
+        {
+          "id": "overview-layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "top-performer-card",
+            "readership-chart-card",
+            "dashboard-split-grid"
+          ]
+        },
+        {
+          "id": "top-performer-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "top-performer-header",
+            "top-performer-body"
+          ]
+        },
+        {
+          "id": "top-performer-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "top-performer-title",
+            "top-performer-badge"
+          ]
+        },
+        {
+          "id": "top-performer-title",
+          "component": "Heading",
+          "text": "Most-Read Article This Month",
+          "level": "h3"
+        },
+        {
+          "id": "top-performer-badge",
+          "component": "Badge",
+          "text": "142.5K Readers",
+          "variant": "default"
+        },
+        {
+          "id": "top-performer-body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "article-headline",
+            "article-meta",
+            "article-quote"
+          ]
+        },
+        {
+          "id": "article-headline",
+          "component": "TextContent",
+          "text": "The Architectural Shift: How AI Native Frameworks are Redefining UI Development",
+          "size": "large-heavy"
+        },
+        {
+          "id": "article-meta",
+          "component": "TagBlock",
+          "tags": [
+            "Technology",
+            "Published Oct 4",
+            "Avg Read Time: 8 min",
+            "Share Rate: 12.4%"
+          ]
+        },
+        {
+          "id": "article-quote",
+          "component": "Blockquote",
+          "text": "Component-driven design isn't disappearing; it's evolving into real-time dynamic layout orchestration.",
+          "cite": "By Sarah Jenkins, Lead Tech Editor"
+        },
+        {
+          "id": "readership-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-card-header",
+            "readership-line-chart"
+          ]
+        },
+        {
+          "id": "chart-card-header",
+          "component": "CardHeader",
+          "title": "Readership Over Past 30 Days",
+          "subtitle": "Daily unique article views across all active desks"
+        },
+        {
+          "id": "readership-line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Past 30 Days (Weeks 1 to 4)",
+          "yLabel": "Daily Views",
+          "labels": [
+            "Day 1",
+            "Day 5",
+            "Day 10",
+            "Day 15",
+            "Day 20",
+            "Day 25",
+            "Day 30"
+          ],
+          "series": [
+            "series-views"
+          ]
+        },
+        {
+          "id": "series-views",
+          "component": "Series",
+          "category": "Unique Readers",
+          "values": [
+            12400,
+            14200,
+            18900,
+            16500,
+            24100,
+            28500,
+            31000
+          ]
+        },
+        {
+          "id": "dashboard-split-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "quick-drafts-summary-card",
+            "quick-published-summary-card"
+          ]
+        },
+        {
+          "id": "quick-drafts-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "quick-drafts-header",
+            "quick-drafts-list"
+          ]
+        },
+        {
+          "id": "quick-drafts-header",
+          "component": "CardHeader",
+          "title": "Active Drafts (4)",
+          "subtitle": "Work in progress requiring review or edit"
+        },
+        {
+          "id": "quick-drafts-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "draft-item-1",
+            "draft-item-2"
+          ]
+        },
+        {
+          "id": "draft-item-1",
+          "component": "ListItem",
+          "title": "Designing for Spatial Audio in Web Content",
+          "subtitle": "Draft • Tech Desk • Needs Copyedit",
+          "actionLabel": "Edit Draft"
+        },
+        {
+          "id": "draft-item-2",
+          "component": "ListItem",
+          "title": "The Creator Economy in 2025: Revenue Models",
+          "subtitle": "In Review • Business Desk • Due Tomorrow",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "quick-published-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "quick-pub-header",
+            "quick-pub-list"
+          ]
+        },
+        {
+          "id": "quick-pub-header",
+          "component": "CardHeader",
+          "title": "Published This Week (3)",
+          "subtitle": "Latest live content items"
+        },
+        {
+          "id": "quick-pub-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "pub-item-1",
+            "pub-item-2"
+          ]
+        },
+        {
+          "id": "pub-item-1",
+          "component": "ListItem",
+          "title": "Understanding Modern CSS Layout Primitives",
+          "subtitle": "Published Oct 22 • 18.2k Views • Design Desk",
+          "actionLabel": "View Stats"
+        },
+        {
+          "id": "pub-item-2",
+          "component": "ListItem",
+          "title": "Weekly Editorial Brief: The Next Tech Cycle",
+          "subtitle": "Published Oct 20 • 9.4k Views • Culture Desk",
+          "actionLabel": "View Stats"
+        },
+        {
+          "id": "tab-drafts",
+          "component": "TabItem",
+          "value": "drafts",
+          "trigger": "Drafts & Pipeline",
+          "content": [
+            "drafts-tab-card"
+          ]
+        },
+        {
+          "id": "drafts-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "drafts-table-header",
+            "drafts-table"
+          ]
+        },
+        {
+          "id": "drafts-table-header",
+          "component": "CardHeader",
+          "title": "All Working Drafts",
+          "subtitle": "Track editorial status, assignee, and target publishing dates"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": [
+            "col-draft-title",
+            "col-draft-category",
+            "col-draft-status",
+            "col-draft-author",
+            "col-draft-progress"
+          ]
+        },
+        {
+          "id": "col-draft-title",
+          "component": "Col",
+          "label": "Article Draft Title",
+          "type": "string",
+          "data": [
+            "Designing for Spatial Audio in Web Content",
+            "The Creator Economy in 2025: Revenue Models",
+            "Ethical AI Frameworks for Local Newsrooms",
+            "Micro-Frontends: 3 Years Later"
+          ]
+        },
+        {
+          "id": "col-draft-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Design",
+            "Business",
+            "Culture",
+            "Technology"
+          ]
+        },
+        {
+          "id": "col-draft-status",
+          "component": "Col",
+          "label": "Editorial Status",
+          "type": "string",
+          "data": [
+            "Drafting (60%)",
+            "In Review",
+            "Scheduled (Oct 28)",
+            "Approved for Edit"
+          ]
+        },
+        {
+          "id": "col-draft-author",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": [
+            "Marcus Chen",
+            "Elena Rostova",
+            "Darnell Vance",
+            "Sarah Jenkins"
+          ]
+        },
+        {
+          "id": "col-draft-progress",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": [
+            "Continue Editing",
+            "Open Review",
+            "View Schedule",
+            "Start Edit"
+          ]
+        },
+        {
+          "id": "tab-published",
+          "component": "TabItem",
+          "value": "published",
+          "trigger": "Published This Week",
+          "content": [
+            "published-tab-card"
+          ]
+        },
+        {
+          "id": "published-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "pub-tab-header",
+            "pub-articles-list"
+          ]
+        },
+        {
+          "id": "pub-tab-header",
+          "component": "CardHeader",
+          "title": "Content Published This Week",
+          "subtitle": "Articles, essays, and reports released in the past 7 days"
+        },
+        {
+          "id": "pub-articles-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "pub-list-1",
+            "pub-list-2",
+            "pub-list-3"
+          ]
+        },
+        {
+          "id": "pub-list-1",
+          "component": "ListItem",
+          "title": "Understanding Modern CSS Layout Primitives",
+          "subtitle": "Category: Design • Released: Oct 22 • Views: 18,240 • Comments: 42",
+          "actionLabel": "Manage Story"
+        },
+        {
+          "id": "pub-list-2",
+          "component": "ListItem",
+          "title": "Weekly Editorial Brief: The Next Tech Cycle",
+          "subtitle": "Category: Culture • Released: Oct 20 • Views: 9,410 • Comments: 18",
+          "actionLabel": "Manage Story"
+        },
+        {
+          "id": "pub-list-3",
+          "component": "ListItem",
+          "title": "How Remote Engineering Teams Maintain Velocity",
+          "subtitle": "Category: Technology • Released: Oct 19 • Views: 22,150 • Comments: 56",
+          "actionLabel": "Manage Story"
+        },
+        {
+          "id": "tab-comments",
+          "component": "TabItem",
+          "value": "comments",
+          "trigger": "Comments Awaiting Reply",
+          "content": [
+            "comments-tab-card"
+          ]
+        },
+        {
+          "id": "comments-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comments-header",
+            "comments-alert",
+            "comments-accordion"
+          ]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "Moderation Queue",
+          "subtitle": "Reader comments flagged for editorial feedback or awaiting official response"
+        },
+        {
+          "id": "comments-alert",
+          "component": "Alert",
+          "title": "3 Unanswered Reader Questions",
+          "description": "Replying to high-engagement comments within 24 hours increases subscriber retention by 18%.",
+          "variant": "info"
+        },
+        {
+          "id": "comments-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-comment-1",
+            "acc-comment-2",
+            "acc-comment-3"
+          ]
+        },
+        {
+          "id": "acc-comment-1",
+          "component": "AccordionItem",
+          "value": "comm-1",
+          "trigger": "On 'Understanding Modern CSS Layout Primitives' — by Alex R.",
+          "content": [
+            "comment-1-body"
+          ]
+        },
+        {
+          "id": "comment-1-body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "comment-1-author-row",
+            "comment-1-quote",
+            "comment-1-reply-form"
+          ]
+        },
+        {
+          "id": "comment-1-author-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "comment-1-avatar",
+            "comment-1-meta"
+          ]
+        },
+        {
+          "id": "comment-1-avatar",
+          "component": "Avatar",
+          "fallback": "AR"
+        },
+        {
+          "id": "comment-1-meta",
+          "component": "TextContent",
+          "text": "Alex R. • Posted 2 hours ago",
+          "size": "small-heavy"
+        },
+        {
+          "id": "comment-1-quote",
+          "component": "Blockquote",
+          "text": "Great breakdown! Would you recommend using Subgrid for complex card layouts with dynamic text lengths, or sticking to standard container queries?"
+        },
+        {
+          "id": "comment-1-reply-form",
+          "component": "Form",
+          "name": "replyForm1",
+          "fields": [
+            "reply-1-input-control"
+          ],
+          "buttons": "reply-1-buttons"
+        },
+        {
+          "id": "reply-1-input-control",
+          "component": "FormControl",
+          "label": "Editorial Reply",
+          "input": "reply-1-textarea"
+        },
+        {
+          "id": "reply-1-textarea",
+          "component": "TextArea",
+          "name": "commentReply1",
+          "placeholder": "Write an official author reply...",
+          "rows": 2
+        },
+        {
+          "id": "reply-1-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "send-reply-1-btn"
+          ]
+        },
+        {
+          "id": "send-reply-1-btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "acc-comment-2",
+          "component": "AccordionItem",
+          "value": "comm-2",
+          "trigger": "On 'The Architectural Shift' — by DevLead_09",
+          "content": [
+            "comment-2-body"
+          ]
+        },
+        {
+          "id": "comment-2-body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "comment-2-author-row",
+            "comment-2-quote",
+            "comment-2-reply-form"
+          ]
+        },
+        {
+          "id": "comment-2-author-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "comment-2-avatar",
+            "comment-2-meta"
+          ]
+        },
+        {
+          "id": "comment-2-avatar",
+          "component": "Avatar",
+          "fallback": "DL"
+        },
+        {
+          "id": "comment-2-meta",
+          "component": "TextContent",
+          "text": "DevLead_09 • Posted 5 hours ago",
+          "size": "small-heavy"
+        },
+        {
+          "id": "comment-2-quote",
+          "component": "Blockquote",
+          "text": "Are there benchmarks on latency overhead when generating UI streams dynamically on the server versus client side?"
+        },
+        {
+          "id": "comment-2-reply-form",
+          "component": "Form",
+          "name": "replyForm2",
+          "fields": [
+            "reply-2-input-control"
+          ],
+          "buttons": "reply-2-buttons"
+        },
+        {
+          "id": "reply-2-input-control",
+          "component": "FormControl",
+          "label": "Editorial Reply",
+          "input": "reply-2-textarea"
+        },
+        {
+          "id": "reply-2-textarea",
+          "component": "TextArea",
+          "name": "commentReply2",
+          "placeholder": "Write an official author reply...",
+          "rows": 2
+        },
+        {
+          "id": "reply-2-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "send-reply-2-btn"
+          ]
+        },
+        {
+          "id": "send-reply-2-btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "acc-comment-3",
+          "component": "AccordionItem",
+          "value": "comm-3",
+          "trigger": "On 'How Remote Engineering Teams Maintain Velocity' — by TechDirector",
+          "content": [
+            "comment-3-body"
+          ]
+        },
+        {
+          "id": "comment-3-body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "comment-3-author-row",
+            "comment-3-quote",
+            "comment-3-reply-form"
+          ]
+        },
+        {
+          "id": "comment-3-author-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "comment-3-avatar",
+            "comment-3-meta"
+          ]
+        },
+        {
+          "id": "comment-3-avatar",
+          "component": "Avatar",
+          "fallback": "TD"
+        },
+        {
+          "id": "comment-3-meta",
+          "component": "TextContent",
+          "text": "TechDirector • Posted 1 day ago",
+          "size": "small-heavy"
+        },
+        {
+          "id": "comment-3-quote",
+          "component": "Blockquote",
+          "text": "Would love a follow-up piece specifically addressing time zone overlap strategies."
+        },
+        {
+          "id": "comment-3-reply-form",
+          "component": "Form",
+          "name": "replyForm3",
+          "fields": [
+            "reply-3-input-control"
+          ],
+          "buttons": "reply-3-buttons"
+        },
+        {
+          "id": "reply-3-input-control",
+          "component": "FormControl",
+          "label": "Editorial Reply",
+          "input": "reply-3-textarea"
+        },
+        {
+          "id": "reply-3-textarea",
+          "component": "TextArea",
+          "name": "commentReply3",
+          "placeholder": "Write an official author reply...",
+          "rows": 2
+        },
+        {
+          "id": "reply-3-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "send-reply-3-btn"
+          ]
+        },
+        {
+          "id": "send-reply-3-btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..798139d74
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r2.txt
@@ -0,0 +1,842 @@
+Here is a UI for the Editor's Content Studio, covering all the specified requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Content Studio Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "studio-header",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "studio-header",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header-text-group",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-text-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "studio-title",
+            "studio-subtitle"
+          ]
+        },
+        {
+          "id": "studio-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Editor's Content Studio"
+        },
+        {
+          "id": "studio-subtitle",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Manage drafts, analytics, scheduling, and community engagement."
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "category-filter-select",
+            "new-draft-dialog",
+            "schedule-dialog"
+          ]
+        },
+        {
+          "id": "category-filter-select",
+          "component": "Select",
+          "name": "categoryFilter",
+          "placeholder": "All Categories",
+          "size": "medium",
+          "items": [
+            "cat-all",
+            "cat-tech",
+            "cat-design",
+            "cat-culture",
+            "cat-business"
+          ]
+        },
+        {
+          "id": "cat-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "Filter: All Categories"
+        },
+        {
+          "id": "cat-tech",
+          "component": "SelectItem",
+          "value": "tech",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design & UI"
+        },
+        {
+          "id": "cat-culture",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture & Trends"
+        },
+        {
+          "id": "cat-business",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business & Strategy"
+        },
+        {
+          "id": "new-draft-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "New Draft",
+          "triggerVariant": "default",
+          "title": "Start a New Draft",
+          "description": "Initialize a fresh piece of content in your workspace.",
+          "content": [
+            "new-draft-form"
+          ]
+        },
+        {
+          "id": "new-draft-form",
+          "component": "Form",
+          "name": "newDraftForm",
+          "fields": [
+            "draft-title-control",
+            "draft-category-control",
+            "draft-summary-control"
+          ],
+          "buttons": "draft-form-buttons"
+        },
+        {
+          "id": "draft-title-control",
+          "component": "FormControl",
+          "label": "Working Title",
+          "input": "draft-title-input",
+          "hint": "Give your draft a working title or topic headline."
+        },
+        {
+          "id": "draft-title-input",
+          "component": "Input",
+          "name": "draftTitle",
+          "type": "text",
+          "placeholder": "e.g., The Future of Open UI Standardizations"
+        },
+        {
+          "id": "draft-category-control",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "draft-category-select"
+        },
+        {
+          "id": "draft-category-select",
+          "component": "Select",
+          "name": "draftCategory",
+          "placeholder": "Select Category",
+          "items": [
+            "dcat-tech",
+            "dcat-design",
+            "dcat-culture",
+            "dcat-business"
+          ]
+        },
+        {
+          "id": "dcat-tech",
+          "component": "SelectItem",
+          "value": "tech",
+          "label": "Technology"
+        },
+        {
+          "id": "dcat-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design & UI"
+        },
+        {
+          "id": "dcat-culture",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture & Trends"
+        },
+        {
+          "id": "dcat-business",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business & Strategy"
+        },
+        {
+          "id": "draft-summary-control",
+          "component": "FormControl",
+          "label": "Initial Notes / Outline",
+          "input": "draft-summary-textarea"
+        },
+        {
+          "id": "draft-summary-textarea",
+          "component": "TextArea",
+          "name": "draftSummary",
+          "placeholder": "Briefly describe the key points or story hook...",
+          "rows": 4
+        },
+        {
+          "id": "draft-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-create-draft"
+          ]
+        },
+        {
+          "id": "btn-create-draft",
+          "component": "Button",
+          "label": "Create Draft Document",
+          "variant": "primary"
+        },
+        {
+          "id": "schedule-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Schedule Piece",
+          "triggerVariant": "secondary",
+          "title": "Schedule Article Publication",
+          "description": "Set a future date and time for an upcoming publication.",
+          "content": [
+            "schedule-form"
+          ]
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "scheduleForm",
+          "fields": [
+            "sched-title-control",
+            "sched-date-control"
+          ],
+          "buttons": "sched-form-buttons"
+        },
+        {
+          "id": "sched-title-control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "sched-title-input"
+        },
+        {
+          "id": "sched-title-input",
+          "component": "Input",
+          "name": "scheduleTitle",
+          "type": "text",
+          "placeholder": "Select or enter draft title to publish..."
+        },
+        {
+          "id": "sched-date-control",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "sched-datepicker",
+          "hint": "Pick the scheduled target date."
+        },
+        {
+          "id": "sched-datepicker",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "sched-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-confirm-schedule"
+          ]
+        },
+        {
+          "id": "btn-confirm-schedule",
+          "component": "Button",
+          "label": "Confirm Schedule",
+          "variant": "primary"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-drafts",
+            "tab-comments"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Dashboard Overview",
+          "content": [
+            "overview-stack"
+          ]
+        },
+        {
+          "id": "overview-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "highlight-row",
+            "chart-card"
+          ]
+        },
+        {
+          "id": "highlight-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "most-read-card",
+            "published-this-week-card"
+          ]
+        },
+        {
+          "id": "most-read-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "most-read-header",
+            "most-read-badge",
+            "most-read-details",
+            "most-read-sep",
+            "most-read-stats"
+          ]
+        },
+        {
+          "id": "most-read-header",
+          "component": "CardHeader",
+          "title": "Most-Read Article This Month",
+          "subtitle": "Top performer across all categories"
+        },
+        {
+          "id": "most-read-badge",
+          "component": "Badge",
+          "text": "Technology • 48.2k Reads",
+          "variant": "default"
+        },
+        {
+          "id": "most-read-details",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Generative UI Patterns: Bridging LLMs and Dynamic Design Systems"
+        },
+        {
+          "id": "most-read-sep",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "most-read-stats",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "children": [
+            "stat-read-time",
+            "stat-shares",
+            "stat-completion"
+          ]
+        },
+        {
+          "id": "stat-read-time",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Avg. Read Time: 6m 12s"
+        },
+        {
+          "id": "stat-shares",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Shares: 1,420"
+        },
+        {
+          "id": "stat-completion",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Completion: 84%"
+        },
+        {
+          "id": "published-this-week-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "published-header",
+            "published-table"
+          ]
+        },
+        {
+          "id": "published-header",
+          "component": "CardHeader",
+          "title": "Published This Week",
+          "subtitle": "4 pieces went live in the last 7 days"
+        },
+        {
+          "id": "published-table",
+          "component": "Table",
+          "columns": [
+            "col-pub-title",
+            "col-pub-cat",
+            "col-pub-date",
+            "col-pub-reads"
+          ]
+        },
+        {
+          "id": "col-pub-title",
+          "component": "Col",
+          "label": "Article Title",
+          "type": "string",
+          "data": [
+            "Designing for Spatial Interface Grids",
+            "The Modular Web Architecture Guide",
+            "Weekly Tech & Design Briefing #42",
+            "Demystifying Autonomous Code Agents"
+          ]
+        },
+        {
+          "id": "col-pub-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Design & UI",
+            "Technology",
+            "Culture & Trends",
+            "Technology"
+          ]
+        },
+        {
+          "id": "col-pub-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Yesterday",
+            "2 days ago",
+            "4 days ago",
+            "5 days ago"
+          ]
+        },
+        {
+          "id": "col-pub-reads",
+          "component": "Col",
+          "label": "Reads",
+          "type": "number",
+          "data": [
+            1240,
+            3890,
+            2100,
+            5430
+          ]
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "readership-area-chart"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Readership Over the Past 30 Days",
+          "subtitle": "Daily total readers and page views comparison"
+        },
+        {
+          "id": "readership-area-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Days Ago",
+          "yLabel": "Views / Visitors",
+          "labels": [
+            "Day 30",
+            "Day 25",
+            "Day 20",
+            "Day 15",
+            "Day 10",
+            "Day 5",
+            "Today"
+          ],
+          "series": [
+            "series-views",
+            "series-visitors"
+          ]
+        },
+        {
+          "id": "series-views",
+          "component": "Series",
+          "category": "Page Views",
+          "values": [
+            12000,
+            14500,
+            13200,
+            18900,
+            22400,
+            19800,
+            25100
+          ]
+        },
+        {
+          "id": "series-visitors",
+          "component": "Series",
+          "category": "Unique Visitors",
+          "values": [
+            8200,
+            9800,
+            8900,
+            12400,
+            15100,
+            13200,
+            17400
+          ]
+        },
+        {
+          "id": "tab-drafts",
+          "component": "TabItem",
+          "value": "drafts",
+          "trigger": "Active Drafts & Pipeline",
+          "content": [
+            "drafts-card"
+          ]
+        },
+        {
+          "id": "drafts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "drafts-header",
+            "drafts-list"
+          ]
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "In-Progress Drafts",
+          "subtitle": "Track workflow stages, authors, and last edited timestamps"
+        },
+        {
+          "id": "drafts-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "draft-item-1",
+            "draft-item-2",
+            "draft-item-3",
+            "draft-item-4"
+          ]
+        },
+        {
+          "id": "draft-item-1",
+          "component": "ListItem",
+          "title": "Ethical Considerations in Generative UI Synthesis",
+          "subtitle": "Category: Technology • Status: In Review • Last edited 2 hours ago by Sarah C.",
+          "actionLabel": "Edit Draft"
+        },
+        {
+          "id": "draft-item-2",
+          "component": "ListItem",
+          "title": "Mastering Micro-Interactions in Modern Web Applications",
+          "subtitle": "Category: Design & UI • Status: Writing • Last edited 5 hours ago by Alex M.",
+          "actionLabel": "Edit Draft"
+        },
+        {
+          "id": "draft-item-3",
+          "component": "ListItem",
+          "title": "The Economic Shift Toward Hybrid Remote Newsrooms",
+          "subtitle": "Category: Business & Strategy • Status: Copy Editing • Last edited 1 day ago by Marcus V.",
+          "actionLabel": "Edit Draft"
+        },
+        {
+          "id": "draft-item-4",
+          "component": "ListItem",
+          "title": "Understanding Vector Databases for Non-Technical Editors",
+          "subtitle": "Category: Technology • Status: Concept Pitch • Last edited 3 days ago by Elena R.",
+          "actionLabel": "Edit Draft"
+        },
+        {
+          "id": "tab-comments",
+          "component": "TabItem",
+          "value": "comments",
+          "trigger": "Comments Awaiting Reply",
+          "content": [
+            "comments-card"
+          ]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comments-header",
+            "comments-alert",
+            "comments-accordion"
+          ]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "Reader Community & Engagement",
+          "subtitle": "Review and reply to pending reader questions"
+        },
+        {
+          "id": "comments-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "3 Unanswered Reader Comments",
+          "description": "Responding promptly increases reader engagement and article retention rates."
+        },
+        {
+          "id": "comments-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-comment-1",
+            "acc-comment-2",
+            "acc-comment-3"
+          ]
+        },
+        {
+          "id": "acc-comment-1",
+          "component": "AccordionItem",
+          "value": "comm-1",
+          "trigger": "Re: Generative UI Patterns — David K. (2 hrs ago)",
+          "content": [
+            "comm-1-card"
+          ]
+        },
+        {
+          "id": "comm-1-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comm-1-quote",
+            "comm-1-form"
+          ]
+        },
+        {
+          "id": "comm-1-quote",
+          "component": "Blockquote",
+          "text": "\"Great breakdown! How do you handle schema validation when stream-parsing UI JSON components from the LLM on mobile devices?\"",
+          "cite": "David K., Lead Engineer"
+        },
+        {
+          "id": "comm-1-form",
+          "component": "Form",
+          "name": "replyForm1",
+          "fields": [
+            "reply-input-1"
+          ],
+          "buttons": "reply-buttons-1"
+        },
+        {
+          "id": "reply-input-1",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "reply-textarea-1"
+        },
+        {
+          "id": "reply-textarea-1",
+          "component": "TextArea",
+          "name": "replyText1",
+          "placeholder": "Write an editorial response...",
+          "rows": 2
+        },
+        {
+          "id": "reply-buttons-1",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-reply-1"
+          ]
+        },
+        {
+          "id": "btn-send-reply-1",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "acc-comment-2",
+          "component": "AccordionItem",
+          "value": "comm-2",
+          "trigger": "Re: Spatial Interface Grids — Elena P. (4 hrs ago)",
+          "content": [
+            "comm-2-card"
+          ]
+        },
+        {
+          "id": "comm-2-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comm-2-quote",
+            "comm-2-form"
+          ]
+        },
+        {
+          "id": "comm-2-quote",
+          "component": "Blockquote",
+          "text": "\"Would love to see a follow-up piece specifically discussing accessibility testing for 3D UI spaces.\"",
+          "cite": "Elena P., Product Designer"
+        },
+        {
+          "id": "comm-2-form",
+          "component": "Form",
+          "name": "replyForm2",
+          "fields": [
+            "reply-input-2"
+          ],
+          "buttons": "reply-buttons-2"
+        },
+        {
+          "id": "reply-input-2",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "reply-textarea-2"
+        },
+        {
+          "id": "reply-textarea-2",
+          "component": "TextArea",
+          "name": "replyText2",
+          "placeholder": "Write an editorial response...",
+          "rows": 2
+        },
+        {
+          "id": "reply-buttons-2",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-reply-2"
+          ]
+        },
+        {
+          "id": "btn-send-reply-2",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "acc-comment-3",
+          "component": "AccordionItem",
+          "value": "comm-3",
+          "trigger": "Re: Autonomous Code Agents — TechLead_99 (1 day ago)",
+          "content": [
+            "comm-3-card"
+          ]
+        },
+        {
+          "id": "comm-3-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comm-3-quote",
+            "comm-3-form"
+          ]
+        },
+        {
+          "id": "comm-3-quote",
+          "component": "Blockquote",
+          "text": "\"Are there open-source benchmarks you recommend for evaluating agent execution accuracy in production?\"",
+          "cite": "TechLead_99"
+        },
+        {
+          "id": "comm-3-form",
+          "component": "Form",
+          "name": "replyForm3",
+          "fields": [
+            "reply-input-3"
+          ],
+          "buttons": "reply-buttons-3"
+        },
+        {
+          "id": "reply-input-3",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "reply-textarea-3"
+        },
+        {
+          "id": "reply-textarea-3",
+          "component": "TextArea",
+          "name": "replyText3",
+          "placeholder": "Write an editorial response...",
+          "rows": 2
+        },
+        {
+          "id": "reply-buttons-3",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-reply-3"
+          ]
+        },
+        {
+          "id": "btn-send-reply-3",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..c82cea985
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r3.txt
@@ -0,0 +1,961 @@
+I have created an editor's content studio dashboard that fulfills all 8 required features.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Editorial Director"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-titles",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "studio-subtitle"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "text": "Editor's Content Studio",
+          "level": "h1"
+        },
+        {
+          "id": "studio-subtitle",
+          "component": "TextContent",
+          "text": "Manage drafts, scheduled posts, analytics, and readership engagement.",
+          "size": "small"
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "filter-select",
+            "new-draft-btn"
+          ]
+        },
+        {
+          "id": "filter-select",
+          "component": "Select",
+          "name": "categoryFilter",
+          "placeholder": "All Categories",
+          "size": "medium",
+          "items": [
+            "cat-all",
+            "cat-tech",
+            "cat-design",
+            "cat-culture",
+            "cat-business"
+          ]
+        },
+        {
+          "id": "cat-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Categories"
+        },
+        {
+          "id": "cat-tech",
+          "component": "SelectItem",
+          "value": "technology",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design & UI"
+        },
+        {
+          "id": "cat-culture",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture"
+        },
+        {
+          "id": "cat-business",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business Strategy"
+        },
+        {
+          "id": "new-draft-btn",
+          "component": "Button",
+          "label": "+ Start New Draft",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["click", "createNewDraft"]
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-drafts",
+            "tab-published",
+            "tab-schedule",
+            "tab-comments"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview & Analytics",
+          "content": [
+            "analytics-row",
+            "published-and-comments-row"
+          ]
+        },
+        {
+          "id": "analytics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "readership-card",
+            "top-article-card"
+          ]
+        },
+        {
+          "id": "readership-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "readership-header",
+            "readership-chart"
+          ]
+        },
+        {
+          "id": "readership-header",
+          "component": "CardHeader",
+          "title": "Readership Over Past 30 Days",
+          "subtitle": "Daily total unique pageviews across all categories"
+        },
+        {
+          "id": "readership-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Days Ago",
+          "yLabel": "Views",
+          "labels": ["30d", "25d", "20d", "15d", "10d", "5d", "Today"],
+          "series": [
+            "series-views"
+          ]
+        },
+        {
+          "id": "series-views",
+          "component": "Series",
+          "category": "Pageviews",
+          "values": [12400, 15800, 14200, 21000, 18500, 26400, 29100]
+        },
+        {
+          "id": "top-article-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "top-article-header",
+            "top-article-badge",
+            "top-article-title",
+            "top-article-meta",
+            "top-article-stats",
+            "top-article-quote"
+          ]
+        },
+        {
+          "id": "top-article-header",
+          "component": "CardHeader",
+          "title": "Most-Read Article This Month"
+        },
+        {
+          "id": "top-article-badge",
+          "component": "Badge",
+          "text": "🔥 #1 Trending in Technology",
+          "variant": "default"
+        },
+        {
+          "id": "top-article-title",
+          "component": "Heading",
+          "text": "The Architecture of AI-Driven Interfaces: What's Next in 2025",
+          "level": "h3"
+        },
+        {
+          "id": "top-article-meta",
+          "component": "TextContent",
+          "text": "Published Feb 4, 2025 • By Sarah Jenkins • 12 min read",
+          "size": "small"
+        },
+        {
+          "id": "top-article-stats",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "around",
+          "align": "center",
+          "children": [
+            "stat-views",
+            "stat-reads",
+            "stat-shares"
+          ]
+        },
+        {
+          "id": "stat-views",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": [
+            "stat-views-val",
+            "stat-views-lbl"
+          ]
+        },
+        {
+          "id": "stat-views-val",
+          "component": "Heading",
+          "text": "142.8K",
+          "level": "h2"
+        },
+        {
+          "id": "stat-views-lbl",
+          "component": "TextContent",
+          "text": "Total Views",
+          "size": "small"
+        },
+        {
+          "id": "stat-reads",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": [
+            "stat-reads-val",
+            "stat-reads-lbl"
+          ]
+        },
+        {
+          "id": "stat-reads-val",
+          "component": "Heading",
+          "text": "88%",
+          "level": "h2"
+        },
+        {
+          "id": "stat-reads-lbl",
+          "component": "TextContent",
+          "text": "Completion Rate",
+          "size": "small"
+        },
+        {
+          "id": "stat-shares",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": [
+            "stat-shares-val",
+            "stat-shares-lbl"
+          ]
+        },
+        {
+          "id": "stat-shares-val",
+          "component": "Heading",
+          "text": "3.4K",
+          "level": "h2"
+        },
+        {
+          "id": "stat-shares-lbl",
+          "component": "TextContent",
+          "text": "Social Shares",
+          "size": "small"
+        },
+        {
+          "id": "top-article-quote",
+          "component": "Blockquote",
+          "text": "An essential deep-dive into standardizing human-agent canvas surfaces.",
+          "cite": "TechDesign Weekly"
+        },
+        {
+          "id": "published-and-comments-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "published-this-week-card",
+            "comments-card"
+          ]
+        },
+        {
+          "id": "published-this-week-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "published-header",
+            "published-table"
+          ]
+        },
+        {
+          "id": "published-header",
+          "component": "CardHeader",
+          "title": "Pieces Published This Week",
+          "subtitle": "4 stories live in the last 7 days"
+        },
+        {
+          "id": "published-table",
+          "component": "Table",
+          "columns": [
+            "col-pub-title",
+            "col-pub-cat",
+            "col-pub-date",
+            "col-pub-reads"
+          ]
+        },
+        {
+          "id": "col-pub-title",
+          "component": "Col",
+          "label": "Article Title",
+          "type": "string",
+          "data": [
+            "Designing for Spatial Audio in Web Apps",
+            "How Remote Teams Scale Culture",
+            "Micro-Frontends: 2025 Retrospective",
+            "Sustainable UX: Reducing Cloud Footprints"
+          ]
+        },
+        {
+          "id": "col-pub-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Design",
+            "Culture",
+            "Technology",
+            "Design"
+          ]
+        },
+        {
+          "id": "col-pub-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Yesterday",
+            "Feb 18, 2025",
+            "Feb 17, 2025",
+            "Feb 16, 2025"
+          ]
+        },
+        {
+          "id": "col-pub-reads",
+          "component": "Col",
+          "label": "Reads",
+          "type": "number",
+          "data": [
+            4200,
+            8900,
+            15400,
+            6100
+          ]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comments-header",
+            "comments-list"
+          ]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "Comments Awaiting Reply",
+          "subtitle": "3 reader inquiries need editorial moderation"
+        },
+        {
+          "id": "comments-list",
+          "component": "Accordion",
+          "items": [
+            "comment-item-1",
+            "comment-item-2",
+            "comment-item-3"
+          ]
+        },
+        {
+          "id": "comment-item-1",
+          "component": "AccordionItem",
+          "value": "c1",
+          "trigger": "Marcus Vance on 'Architecture of AI-Driven Interfaces'",
+          "content": [
+            "comment-body-1",
+            "comment-actions-1"
+          ]
+        },
+        {
+          "id": "comment-body-1",
+          "component": "TextContent",
+          "text": "\"Great breakdown! Do you think context window size will still limit canvas updates for multi-modal agentic workflows by end of year?\"",
+          "size": "small"
+        },
+        {
+          "id": "comment-actions-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "reply-input-1",
+            "reply-btn-1"
+          ]
+        },
+        {
+          "id": "reply-input-1",
+          "component": "Input",
+          "name": "reply_c1",
+          "placeholder": "Write a reply..."
+        },
+        {
+          "id": "reply-btn-1",
+          "component": "Button",
+          "label": "Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "comment-item-2",
+          "component": "AccordionItem",
+          "value": "c2",
+          "trigger": "Elena Rostova on 'Micro-Frontends: 2025 Retrospective'",
+          "content": [
+            "comment-body-2",
+            "comment-actions-2"
+          ]
+        },
+        {
+          "id": "comment-body-2",
+          "component": "TextContent",
+          "text": "\"Could you share the benchmark repository for the bundle size comparisons mentioned in Section 3?\"",
+          "size": "small"
+        },
+        {
+          "id": "comment-actions-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "reply-input-2",
+            "reply-btn-2"
+          ]
+        },
+        {
+          "id": "reply-input-2",
+          "component": "Input",
+          "name": "reply_c2",
+          "placeholder": "Write a reply..."
+        },
+        {
+          "id": "reply-btn-2",
+          "component": "Button",
+          "label": "Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "comment-item-3",
+          "component": "AccordionItem",
+          "value": "c3",
+          "trigger": "David K. on 'Designing for Spatial Audio'",
+          "content": [
+            "comment-body-3",
+            "comment-actions-3"
+          ]
+        },
+        {
+          "id": "comment-body-3",
+          "component": "TextContent",
+          "text": "\"Are there specific WebAudio API fallbacks recommended for older mobile Safari versions?\"",
+          "size": "small"
+        },
+        {
+          "id": "comment-actions-3",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "reply-input-3",
+            "reply-btn-3"
+          ]
+        },
+        {
+          "id": "reply-input-3",
+          "component": "Input",
+          "name": "reply_c3",
+          "placeholder": "Write a reply..."
+        },
+        {
+          "id": "reply-btn-3",
+          "component": "Button",
+          "label": "Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "tab-drafts",
+          "component": "TabItem",
+          "value": "drafts",
+          "trigger": "Drafts & Workflow",
+          "content": [
+            "drafts-card"
+          ]
+        },
+        {
+          "id": "drafts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "drafts-header",
+            "drafts-table"
+          ]
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "Active Drafts & Status",
+          "subtitle": "Track work-in-progress, peer reviews, and editorial approvals"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": [
+            "col-draft-title",
+            "col-draft-author",
+            "col-draft-cat",
+            "col-draft-status",
+            "col-draft-wordcount"
+          ]
+        },
+        {
+          "id": "col-draft-title",
+          "component": "Col",
+          "label": "Draft Title",
+          "type": "string",
+          "data": [
+            "Rethinking Component Catalogs for Streaming UI",
+            "The Rise of Local LLMs on Mobile Devices",
+            "Design Systems in 2026: Tokens to Autonomous Themes",
+            "Quarterly Editorial Strategy & Growth Playbook"
+          ]
+        },
+        {
+          "id": "col-draft-author",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": [
+            "Alex Chen",
+            "Samantha Roy",
+            "Alex Chen",
+            "Jordan Miller"
+          ]
+        },
+        {
+          "id": "col-draft-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Technology",
+            "Technology",
+            "Design",
+            "Business"
+          ]
+        },
+        {
+          "id": "col-draft-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Review",
+            "In Progress",
+            "Copy Edit",
+            "Needs Revisions"
+          ]
+        },
+        {
+          "id": "col-draft-wordcount",
+          "component": "Col",
+          "label": "Word Count",
+          "type": "number",
+          "data": [
+            1850,
+            920,
+            2400,
+            3100
+          ]
+        },
+        {
+          "id": "tab-published",
+          "component": "TabItem",
+          "value": "published",
+          "trigger": "Published (This Week)",
+          "content": [
+            "published-full-card"
+          ]
+        },
+        {
+          "id": "published-full-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "published-full-header",
+            "published-full-table"
+          ]
+        },
+        {
+          "id": "published-full-header",
+          "component": "CardHeader",
+          "title": "All Pieces Published This Week",
+          "subtitle": "Performance breakdowns and readership logs for recently published stories"
+        },
+        {
+          "id": "published-full-table",
+          "component": "Table",
+          "columns": [
+            "col-pf-title",
+            "col-pf-cat",
+            "col-pf-date",
+            "col-pf-views",
+            "col-pf-comments"
+          ]
+        },
+        {
+          "id": "col-pf-title",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": [
+            "Designing for Spatial Audio in Web Apps",
+            "How Remote Teams Scale Culture",
+            "Micro-Frontends: 2025 Retrospective",
+            "Sustainable UX: Reducing Cloud Footprints"
+          ]
+        },
+        {
+          "id": "col-pf-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Design",
+            "Culture",
+            "Technology",
+            "Design"
+          ]
+        },
+        {
+          "id": "col-pf-date",
+          "component": "Col",
+          "label": "Published On",
+          "type": "string",
+          "data": [
+            "Feb 19, 2025",
+            "Feb 18, 2025",
+            "Feb 17, 2025",
+            "Feb 16, 2025"
+          ]
+        },
+        {
+          "id": "col-pf-views",
+          "component": "Col",
+          "label": "30-Day Views",
+          "type": "number",
+          "data": [
+            4200,
+            8900,
+            15400,
+            6100
+          ]
+        },
+        {
+          "id": "col-pf-comments",
+          "component": "Col",
+          "label": "Comments",
+          "type": "number",
+          "data": [
+            8,
+            14,
+            23,
+            5
+          ]
+        },
+        {
+          "id": "tab-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "Schedule & Publishing",
+          "content": [
+            "schedule-section-card"
+          ]
+        },
+        {
+          "id": "schedule-section-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "schedule-header",
+            "schedule-form"
+          ]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "Schedule a Piece for Publication",
+          "subtitle": "Set publishing queue dates and target category tags"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedulePieceForm",
+          "fields": [
+            "field-title",
+            "field-category",
+            "field-date",
+            "field-notes"
+          ],
+          "buttons": "schedule-form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Article Title",
+          "hint": "Enter the final or working title of the article",
+          "input": "input-sched-title"
+        },
+        {
+          "id": "input-sched-title",
+          "component": "Input",
+          "name": "articleTitle",
+          "placeholder": "e.g., The Future of Zero-Trust Security in Edge Computing",
+          "type": "text"
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Primary Category",
+          "input": "select-sched-cat"
+        },
+        {
+          "id": "select-sched-cat",
+          "component": "Select",
+          "name": "articleCategory",
+          "placeholder": "Select a category",
+          "items": [
+            "scat-tech",
+            "scat-design",
+            "scat-culture",
+            "scat-biz"
+          ]
+        },
+        {
+          "id": "scat-tech",
+          "component": "SelectItem",
+          "value": "technology",
+          "label": "Technology"
+        },
+        {
+          "id": "scat-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design & UI"
+        },
+        {
+          "id": "scat-culture",
+          "component": "SelectItem",
+          "value": "culture",
+          "label": "Culture"
+        },
+        {
+          "id": "scat-biz",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business Strategy"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Publish Date & Range",
+          "hint": "Select target date for automatic publication release",
+          "input": "picker-sched-date"
+        },
+        {
+          "id": "picker-sched-date",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Editorial Notes / Social Teaser",
+          "input": "textarea-sched-notes"
+        },
+        {
+          "id": "textarea-sched-notes",
+          "component": "TextArea",
+          "name": "editorialNotes",
+          "placeholder": "Add any notes for copy editors or newsletter promotion blurb...",
+          "rows": 3
+        },
+        {
+          "id": "schedule-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-schedule",
+            "btn-cancel-schedule"
+          ]
+        },
+        {
+          "id": "btn-submit-schedule",
+          "component": "Button",
+          "label": "Confirm & Schedule Release",
+          "variant": "primary",
+          "action": ["submit", "schedulePiece"]
+        },
+        {
+          "id": "btn-cancel-schedule",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "action": ["click", "saveDraft"]
+        },
+        {
+          "id": "tab-comments",
+          "component": "TabItem",
+          "value": "comments",
+          "trigger": "Comments Queue",
+          "content": [
+            "comments-full-card"
+          ]
+        },
+        {
+          "id": "comments-full-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comments-full-header",
+            "comments-full-callout",
+            "comments-list-full"
+          ]
+        },
+        {
+          "id": "comments-full-header",
+          "component": "CardHeader",
+          "title": "Pending Moderation & Replies",
+          "subtitle": "Engage with readers and moderate flagged comments"
+        },
+        {
+          "id": "comments-full-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Community Response Time: ~2.4 hrs",
+          "description": "Replying to top comments within 4 hours increases subscriber retention by 18%."
+        },
+        {
+          "id": "comments-list-full",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "citem-1",
+            "citem-2",
+            "citem-3"
+          ]
+        },
+        {
+          "id": "citem-1",
+          "component": "ListItem",
+          "title": "Marcus Vance on 'Architecture of AI-Driven Interfaces'",
+          "subtitle": "\"Great breakdown! Do you think context window size will still limit canvas updates...\"",
+          "actionLabel": "Reply Now"
+        },
+        {
+          "id": "citem-2",
+          "component": "ListItem",
+          "title": "Elena Rostova on 'Micro-Frontends: 2025 Retrospective'",
+          "subtitle": "\"Could you share the benchmark repository for the bundle size comparisons...\"",
+          "actionLabel": "Reply Now"
+        },
+        {
+          "id": "citem-3",
+          "component": "ListItem",
+          "title": "David K. on 'Designing for Spatial Audio'",
+          "subtitle": "\"Are there specific WebAudio API fallbacks recommended for older mobile Safari...\"",
+          "actionLabel": "Reply Now"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..7a5319131
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-content__r4.txt
@@ -0,0 +1,950 @@
+Here is a comprehensive dashboard interface for an Editor's Content Studio, designed to give managing editors and writers clear visibility over their publication pipeline, analytics, scheduling, and community engagement.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor_studio_main",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Content Studio Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor_studio_main",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "studio_header",
+            "top_action_bar",
+            "analytics_and_featured_section",
+            "content_management_tabs",
+            "engagement_and_scheduling_section"
+          ]
+        },
+        {
+          "id": "studio_header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header_titles",
+            "new_draft_button"
+          ]
+        },
+        {
+          "id": "header_titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main_heading",
+            "sub_heading"
+          ]
+        },
+        {
+          "id": "main_heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Editor's Content Studio"
+        },
+        {
+          "id": "sub_heading",
+          "component": "TextContent",
+          "text": "Manage drafts, track readership analytics, schedule upcoming releases, and respond to readers.",
+          "size": "default"
+        },
+        {
+          "id": "new_draft_button",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Start New Draft",
+          "triggerVariant": "default",
+          "title": "Start a New Draft",
+          "description": "Initialize a new article draft. You can assign categories, tags, and working notes.",
+          "content": [
+            "new_draft_form"
+          ]
+        },
+        {
+          "id": "new_draft_form",
+          "component": "Form",
+          "name": "create_draft_form",
+          "fields": [
+            "draft_title_control",
+            "draft_category_control",
+            "draft_summary_control"
+          ],
+          "buttons": "draft_submit_buttons"
+        },
+        {
+          "id": "draft_title_control",
+          "component": "FormControl",
+          "label": "Working Title",
+          "input": "draft_title_input",
+          "hint": "Give your draft a clear, descriptive title."
+        },
+        {
+          "id": "draft_title_input",
+          "component": "Input",
+          "name": "title",
+          "placeholder": "e.g., The Future of AI-Driven Interface Design",
+          "type": "text"
+        },
+        {
+          "id": "draft_category_control",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "draft_category_select"
+        },
+        {
+          "id": "draft_category_select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select publication category",
+          "items": [
+            "cat_opt_tech",
+            "cat_opt_design",
+            "cat_opt_biz",
+            "cat_opt_culture"
+          ]
+        },
+        {
+          "id": "cat_opt_tech",
+          "component": "SelectItem",
+          "label": "Technology",
+          "value": "technology"
+        },
+        {
+          "id": "cat_opt_design",
+          "component": "SelectItem",
+          "label": "Design & UX",
+          "value": "design"
+        },
+        {
+          "id": "cat_opt_biz",
+          "component": "SelectItem",
+          "label": "Business & Strategy",
+          "value": "business"
+        },
+        {
+          "id": "cat_opt_culture",
+          "component": "SelectItem",
+          "label": "Culture & Ideas",
+          "value": "culture"
+        },
+        {
+          "id": "draft_summary_control",
+          "component": "FormControl",
+          "label": "Initial Notes / Pitch Summary",
+          "input": "draft_summary_textarea"
+        },
+        {
+          "id": "draft_summary_textarea",
+          "component": "TextArea",
+          "name": "summary",
+          "placeholder": "Outline main points or thesis...",
+          "rows": 4
+        },
+        {
+          "id": "draft_submit_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "create_draft_action_btn"
+          ]
+        },
+        {
+          "id": "create_draft_action_btn",
+          "component": "Button",
+          "label": "Create Draft Workspace",
+          "variant": "primary"
+        },
+        {
+          "id": "top_action_bar",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "category_filter_group",
+            "studio_quick_stats"
+          ]
+        },
+        {
+          "id": "category_filter_group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "filter_label",
+            "category_select"
+          ]
+        },
+        {
+          "id": "filter_label",
+          "component": "Label",
+          "text": "Narrow by Category:"
+        },
+        {
+          "id": "category_select",
+          "component": "Select",
+          "name": "global_category_filter",
+          "placeholder": "All Categories",
+          "size": "small",
+          "items": [
+            "filter_all",
+            "filter_tech",
+            "filter_design",
+            "filter_biz",
+            "filter_culture"
+          ]
+        },
+        {
+          "id": "filter_all",
+          "component": "SelectItem",
+          "label": "All Categories",
+          "value": "all"
+        },
+        {
+          "id": "filter_tech",
+          "component": "SelectItem",
+          "label": "Technology",
+          "value": "tech"
+        },
+        {
+          "id": "filter_design",
+          "component": "SelectItem",
+          "label": "Design & UX",
+          "value": "design"
+        },
+        {
+          "id": "filter_biz",
+          "component": "SelectItem",
+          "label": "Business & Strategy",
+          "value": "business"
+        },
+        {
+          "id": "filter_culture",
+          "component": "SelectItem",
+          "label": "Culture & Ideas",
+          "value": "culture"
+        },
+        {
+          "id": "studio_quick_stats",
+          "component": "TagBlock",
+          "tags": [
+            "Active Drafts: 5",
+            "Published This Week: 8",
+            "Pending Comments: 4"
+          ]
+        },
+        {
+          "id": "analytics_and_featured_section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "readership_chart_card",
+            "most_read_card"
+          ]
+        },
+        {
+          "id": "readership_chart_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": [
+            "chart_header",
+            "readership_line_chart"
+          ]
+        },
+        {
+          "id": "chart_header",
+          "component": "CardHeader",
+          "title": "Readership Trend (Past 30 Days)",
+          "subtitle": "Daily total article views and unique reader sessions across all channels"
+        },
+        {
+          "id": "readership_line_chart",
+          "component": "LineChart",
+          "xLabel": "Date",
+          "yLabel": "Page Views",
+          "variant": "natural",
+          "labels": [
+            "Oct 01",
+            "Oct 05",
+            "Oct 10",
+            "Oct 15",
+            "Oct 20",
+            "Oct 25",
+            "Oct 30"
+          ],
+          "series": [
+            "chart_series_views",
+            "chart_series_uniques"
+          ]
+        },
+        {
+          "id": "chart_series_views",
+          "component": "Series",
+          "category": "Total Views",
+          "values": [
+            12400,
+            14200,
+            18900,
+            16500,
+            22400,
+            28100,
+            31000
+          ]
+        },
+        {
+          "id": "chart_series_uniques",
+          "component": "Series",
+          "category": "Unique Visitors",
+          "values": [
+            8900,
+            10100,
+            13500,
+            11800,
+            16200,
+            20500,
+            22800
+          ]
+        },
+        {
+          "id": "most_read_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "most_read_header",
+            "most_read_badge",
+            "most_read_title",
+            "most_read_meta",
+            "most_read_divider",
+            "most_read_stats_list"
+          ]
+        },
+        {
+          "id": "most_read_header",
+          "component": "CardHeader",
+          "title": "Most-Read Article This Month",
+          "subtitle": "Top performer by total engagement time"
+        },
+        {
+          "id": "most_read_badge",
+          "component": "Badge",
+          "text": "#1 Popular • Technology",
+          "variant": "default"
+        },
+        {
+          "id": "most_read_title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Why Generative UI is Reshaping Design Systems in 2025"
+        },
+        {
+          "id": "most_read_meta",
+          "component": "TextContent",
+          "text": "By Elena Rostova • Published Oct 12, 2024",
+          "size": "small"
+        },
+        {
+          "id": "most_read_divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "most_read_stats_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "stat_views",
+            "stat_time",
+            "stat_shares"
+          ]
+        },
+        {
+          "id": "stat_views",
+          "component": "ListItem",
+          "title": "142,850 Total Views",
+          "subtitle": "+34% higher than monthly average"
+        },
+        {
+          "id": "stat_time",
+          "component": "ListItem",
+          "title": "4m 12s Avg. Read Time",
+          "subtitle": "88% completion rate"
+        },
+        {
+          "id": "stat_shares",
+          "component": "ListItem",
+          "title": "3,420 Social Shares",
+          "subtitle": "Top sources: Hacker News, LinkedIn"
+        },
+        {
+          "id": "content_management_tabs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "children": [
+            "content_tabs_container"
+          ]
+        },
+        {
+          "id": "content_tabs_container",
+          "component": "Tabs",
+          "items": [
+            "tab_drafts",
+            "tab_published_this_week"
+          ]
+        },
+        {
+          "id": "tab_drafts",
+          "component": "TabItem",
+          "value": "drafts",
+          "trigger": "Active Drafts & Status (5)",
+          "content": [
+            "drafts_table"
+          ]
+        },
+        {
+          "id": "drafts_table",
+          "component": "Table",
+          "columns": [
+            "col_draft_title",
+            "col_draft_author",
+            "col_draft_category",
+            "col_draft_status",
+            "col_draft_updated"
+          ]
+        },
+        {
+          "id": "col_draft_title",
+          "component": "Col",
+          "label": "Working Title",
+          "type": "string",
+          "data": [
+            "Understanding Zero-Knowledge Proofs in Web3",
+            "Designing for Spatial Computing: Key Principles",
+            "The Modular Monolith vs Microservices in 2025",
+            "Building Ethical AI Guardrails for Enterprise",
+            "Micro-Frontends: Lessons Learned After 3 Years"
+          ]
+        },
+        {
+          "id": "col_draft_author",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": [
+            "Marcus Vance",
+            "Sarah Jenkins",
+            "David Chen",
+            "Elena Rostova",
+            "Alex Rivera"
+          ]
+        },
+        {
+          "id": "col_draft_category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Technology",
+            "Design & UX",
+            "Engineering",
+            "AI & Ethics",
+            "Engineering"
+          ]
+        },
+        {
+          "id": "col_draft_status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Review",
+            "Writing",
+            "Copy Editing",
+            "Pitch Approved",
+            "Revisions Needed"
+          ]
+        },
+        {
+          "id": "col_draft_updated",
+          "component": "Col",
+          "label": "Last Edit",
+          "type": "string",
+          "data": [
+            "2 hours ago",
+            "5 hours ago",
+            "1 day ago",
+            "2 days ago",
+            "3 days ago"
+          ]
+        },
+        {
+          "id": "tab_published_this_week",
+          "component": "TabItem",
+          "value": "published_week",
+          "trigger": "Published This Week (8)",
+          "content": [
+            "published_table"
+          ]
+        },
+        {
+          "id": "published_table",
+          "component": "Table",
+          "columns": [
+            "col_pub_title",
+            "col_pub_author",
+            "col_pub_category",
+            "col_pub_date",
+            "col_pub_views"
+          ]
+        },
+        {
+          "id": "col_pub_title",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": [
+            "10 Scalability Bottlenecks in Modern Cloud Architectures",
+            "How Minimalist Typography Improves Conversion Rates",
+            "State of Open Source Maintainership Report 2024",
+            "The Rise of Local-First Software Development",
+            "Navigating Data Privacy Regulations Across the EU & US"
+          ]
+        },
+        {
+          "id": "col_pub_author",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": [
+            "Amara Okafor",
+            "Sarah Jenkins",
+            "Editorial Team",
+            "David Chen",
+            "Laura S."
+          ]
+        },
+        {
+          "id": "col_pub_category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Engineering",
+            "Design & UX",
+            "Culture & Ideas",
+            "Technology",
+            "Business & Strategy"
+          ]
+        },
+        {
+          "id": "col_pub_date",
+          "component": "Col",
+          "label": "Publish Date",
+          "type": "string",
+          "data": [
+            "Yesterday, 09:30 AM",
+            "Oct 28, 2024",
+            "Oct 27, 2024",
+            "Oct 26, 2024",
+            "Oct 25, 2024"
+          ]
+        },
+        {
+          "id": "col_pub_views",
+          "component": "Col",
+          "label": "Reads",
+          "type": "number",
+          "data": [
+            4210,
+            3890,
+            12450,
+            8120,
+            2950
+          ]
+        },
+        {
+          "id": "engagement_and_scheduling_section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "scheduler_card",
+            "comments_card"
+          ]
+        },
+        {
+          "id": "scheduler_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "scheduler_header",
+            "schedule_form"
+          ]
+        },
+        {
+          "id": "scheduler_header",
+          "component": "CardHeader",
+          "title": "Schedule a Piece",
+          "subtitle": "Set publication date & time for approved articles"
+        },
+        {
+          "id": "schedule_form",
+          "component": "Form",
+          "name": "schedule_piece_form",
+          "fields": [
+            "sched_title_control",
+            "sched_category_control",
+            "sched_date_control"
+          ],
+          "buttons": "sched_buttons"
+        },
+        {
+          "id": "sched_title_control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "sched_title_input",
+          "hint": "Select or enter an approved draft title"
+        },
+        {
+          "id": "sched_title_input",
+          "component": "Input",
+          "name": "article_title",
+          "placeholder": "e.g., Understanding Zero-Knowledge Proofs in Web3",
+          "type": "text"
+        },
+        {
+          "id": "sched_category_control",
+          "component": "FormControl",
+          "label": "Publish Category",
+          "input": "sched_category_select"
+        },
+        {
+          "id": "sched_category_select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose category",
+          "items": [
+            "s_cat_tech",
+            "s_cat_design",
+            "s_cat_biz"
+          ]
+        },
+        {
+          "id": "s_cat_tech",
+          "component": "SelectItem",
+          "label": "Technology",
+          "value": "tech"
+        },
+        {
+          "id": "s_cat_design",
+          "component": "SelectItem",
+          "label": "Design & UX",
+          "value": "design"
+        },
+        {
+          "id": "s_cat_biz",
+          "component": "SelectItem",
+          "label": "Business & Strategy",
+          "value": "business"
+        },
+        {
+          "id": "sched_date_control",
+          "component": "FormControl",
+          "label": "Target Publish Date",
+          "input": "sched_datepicker",
+          "hint": "Select desired release day"
+        },
+        {
+          "id": "sched_datepicker",
+          "component": "DatePicker",
+          "name": "publish_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "schedule_submit_btn"
+          ]
+        },
+        {
+          "id": "schedule_submit_btn",
+          "component": "Button",
+          "label": "Schedule Publication",
+          "variant": "primary"
+        },
+        {
+          "id": "comments_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "comments_header",
+            "comments_accordion"
+          ]
+        },
+        {
+          "id": "comments_header",
+          "component": "CardHeader",
+          "title": "Comments Awaiting Reply",
+          "subtitle": "Community responses needing author or editor follow-up"
+        },
+        {
+          "id": "comments_accordion",
+          "component": "Accordion",
+          "items": [
+            "comment_item_1",
+            "comment_item_2",
+            "comment_item_3"
+          ]
+        },
+        {
+          "id": "comment_item_1",
+          "component": "AccordionItem",
+          "value": "c1",
+          "trigger": "💬 On 'Generative UI...': 'Can you expand on how state management works?'",
+          "content": [
+            "comment_1_body"
+          ]
+        },
+        {
+          "id": "comment_1_body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "c1_author",
+            "c1_quote",
+            "c1_reply_form"
+          ]
+        },
+        {
+          "id": "c1_author",
+          "component": "TextContent",
+          "text": "Posted by **@dev_kernel** • 3 hours ago",
+          "size": "small"
+        },
+        {
+          "id": "c1_quote",
+          "component": "Blockquote",
+          "text": "Great insights on Generative UI! However, how do server-driven schemas handle client-side form state validation during offline mode?"
+        },
+        {
+          "id": "c1_reply_form",
+          "component": "Form",
+          "name": "reply_c1",
+          "fields": [
+            "c1_input_control"
+          ],
+          "buttons": "c1_buttons"
+        },
+        {
+          "id": "c1_input_control",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "c1_textarea"
+        },
+        {
+          "id": "c1_textarea",
+          "component": "TextArea",
+          "name": "reply_text",
+          "placeholder": "Write your reply...",
+          "rows": 2
+        },
+        {
+          "id": "c1_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "c1_send_btn"
+          ]
+        },
+        {
+          "id": "c1_send_btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "comment_item_2",
+          "component": "AccordionItem",
+          "value": "c2",
+          "trigger": "💬 On 'State of Open Source': 'Are there follow-up stats on maintainer funding?'",
+          "content": [
+            "comment_2_body"
+          ]
+        },
+        {
+          "id": "comment_2_body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "c2_author",
+            "c2_quote",
+            "c2_reply_form"
+          ]
+        },
+        {
+          "id": "c2_author",
+          "component": "TextContent",
+          "text": "Posted by **@oss_advocate** • 6 hours ago",
+          "size": "small"
+        },
+        {
+          "id": "c2_quote",
+          "component": "Blockquote",
+          "text": "The funding section was super eye-opening. Will you be releasing a breakdown by repository language?"
+        },
+        {
+          "id": "c2_reply_form",
+          "component": "Form",
+          "name": "reply_c2",
+          "fields": [
+            "c2_input_control"
+          ],
+          "buttons": "c2_buttons"
+        },
+        {
+          "id": "c2_input_control",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "c2_textarea"
+        },
+        {
+          "id": "c2_textarea",
+          "component": "TextArea",
+          "name": "reply_text",
+          "placeholder": "Write your reply...",
+          "rows": 2
+        },
+        {
+          "id": "c2_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "c2_send_btn"
+          ]
+        },
+        {
+          "id": "c2_send_btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "comment_item_3",
+          "component": "AccordionItem",
+          "value": "c3",
+          "trigger": "💬 On 'Local-First Software': 'Typo in section 3 code snippet'",
+          "content": [
+            "comment_3_body"
+          ]
+        },
+        {
+          "id": "comment_3_body",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "c3_author",
+            "c3_quote",
+            "c3_reply_form"
+          ]
+        },
+        {
+          "id": "c3_author",
+          "component": "TextContent",
+          "text": "Posted by **@code_ninja** • 12 hours ago",
+          "size": "small"
+        },
+        {
+          "id": "c3_quote",
+          "component": "Blockquote",
+          "text": "Looks like line 14 has a missing closing parenthesis in the sync handler callback."
+        },
+        {
+          "id": "c3_reply_form",
+          "component": "Form",
+          "name": "reply_c3",
+          "fields": [
+            "c3_input_control"
+          ],
+          "buttons": "c3_buttons"
+        },
+        {
+          "id": "c3_input_control",
+          "component": "FormControl",
+          "label": "Your Reply",
+          "input": "c3_textarea"
+        },
+        {
+          "id": "c3_textarea",
+          "component": "TextArea",
+          "name": "reply_text",
+          "placeholder": "Acknowledge edit or write reply...",
+          "rows": 2
+        },
+        {
+          "id": "c3_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "c3_send_btn"
+          ]
+        },
+        {
+          "id": "c3_send_btn",
+          "component": "Button",
+          "label": "Post Reply",
+          "variant": "primary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..3345d8168
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r1.txt
@@ -0,0 +1,402 @@
+Here is the complete account page dashboard for the sales rep, covering all requested features:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page-surface",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Sales CRM Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "renewal-warning",
+            "metrics-card",
+            "tabs-container",
+            "followups-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-info"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "Acme Corporation",
+          "subtitle": "Account Owner: Sarah Jenkins (Enterprise Sales)"
+        },
+        {
+          "id": "renewal-warning",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Upcoming Renewal Warning",
+          "description": "Contract renewal date is October 15, 2024 (14 days remaining). Action required to review terms and schedule renewal call."
+        },
+        {
+          "id": "metrics-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "xl",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "metric-value-group",
+            "metric-stage-group"
+          ]
+        },
+        {
+          "id": "metric-value-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "metric-value-label",
+            "metric-value-text"
+          ]
+        },
+        {
+          "id": "metric-value-label",
+          "component": "Label",
+          "text": "Total Deal Value"
+        },
+        {
+          "id": "metric-value-text",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$450,000 ARR"
+        },
+        {
+          "id": "metric-stage-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "end",
+          "children": [
+            "metric-stage-label",
+            "metric-stage-badge"
+          ]
+        },
+        {
+          "id": "metric-stage-label",
+          "component": "Label",
+          "text": "Current Deal Stage"
+        },
+        {
+          "id": "metric-stage-badge",
+          "component": "Badge",
+          "variant": "default",
+          "text": "Proposal / Evaluation"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-activities",
+            "tab-contacts",
+            "tab-quick-actions"
+          ]
+        },
+        {
+          "id": "tab-activities",
+          "component": "TabItem",
+          "value": "activity",
+          "trigger": "Recent Activity",
+          "content": [
+            "activity-list"
+          ]
+        },
+        {
+          "id": "activity-list",
+          "component": "Steps",
+          "items": [
+            "act-1",
+            "act-2",
+            "act-3"
+          ]
+        },
+        {
+          "id": "act-1",
+          "component": "StepsItem",
+          "title": "Discovery Call Completed - Sep 28, 2024",
+          "details": "Discussed security integration and custom API requirements with VP of Eng."
+        },
+        {
+          "id": "act-2",
+          "component": "StepsItem",
+          "title": "Proposal Sent - Sep 25, 2024",
+          "details": "Delivered formal quote for 500 enterprise seats including premium support tier."
+        },
+        {
+          "id": "act-3",
+          "component": "StepsItem",
+          "title": "Initial Demo Held - Sep 18, 2024",
+          "details": "Product overview presentation given to executive decision makers."
+        },
+        {
+          "id": "tab-contacts",
+          "component": "TabItem",
+          "value": "contacts",
+          "trigger": "Key Contacts",
+          "content": [
+            "contacts-list"
+          ]
+        },
+        {
+          "id": "contacts-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "contact-1",
+            "contact-2",
+            "contact-3"
+          ]
+        },
+        {
+          "id": "contact-1",
+          "component": "ListItem",
+          "title": "Michael Vance",
+          "subtitle": "Chief Technology Officer • Economic Buyer",
+          "actionLabel": "Email"
+        },
+        {
+          "id": "contact-2",
+          "component": "ListItem",
+          "title": "Elena Rostova",
+          "subtitle": "VP of Engineering • Technical Evaluator / Decision Maker",
+          "actionLabel": "Email"
+        },
+        {
+          "id": "contact-3",
+          "component": "ListItem",
+          "title": "David Chen",
+          "subtitle": "Procurement Manager • Contract Administrator",
+          "actionLabel": "Email"
+        },
+        {
+          "id": "tab-quick-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Jot Note & Log Call",
+          "content": [
+            "actions-card"
+          ]
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "jot-note-form",
+            "action-separator",
+            "log-call-form"
+          ]
+        },
+        {
+          "id": "jot-note-form",
+          "component": "Form",
+          "name": "jotNoteForm",
+          "fields": [
+            "note-control"
+          ],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-control",
+          "component": "FormControl",
+          "label": "Jot a Quick Note",
+          "hint": "Notes are saved to the account timeline immediately.",
+          "input": "note-input"
+        },
+        {
+          "id": "note-input",
+          "component": "TextArea",
+          "name": "noteText",
+          "placeholder": "Type internal notes, key takeaways, or account updates...",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "save-note-btn"
+          ]
+        },
+        {
+          "id": "save-note-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "action-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "log-call-form",
+          "component": "Form",
+          "name": "logCallForm",
+          "fields": [
+            "call-summary-control",
+            "call-outcome-control"
+          ],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-summary-control",
+          "component": "FormControl",
+          "label": "Log a Call",
+          "input": "call-summary-input"
+        },
+        {
+          "id": "call-summary-input",
+          "component": "Input",
+          "name": "callSummary",
+          "placeholder": "Call subject / summary...",
+          "type": "text"
+        },
+        {
+          "id": "call-outcome-control",
+          "component": "FormControl",
+          "label": "Outcome / Key Next Steps",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select call outcome",
+          "items": [
+            "outcome-opt-1",
+            "outcome-opt-2",
+            "outcome-opt-3"
+          ]
+        },
+        {
+          "id": "outcome-opt-1",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected - Positive Movement"
+        },
+        {
+          "id": "outcome-opt-2",
+          "component": "SelectItem",
+          "value": "left_voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "outcome-opt-3",
+          "component": "SelectItem",
+          "value": "followup_needed",
+          "label": "Connected - Follow-up Required"
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "log-call-btn"
+          ]
+        },
+        {
+          "id": "log-call-btn",
+          "component": "Button",
+          "label": "Log Call Entry",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "followups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "followups-header",
+            "followups-table"
+          ]
+        },
+        {
+          "id": "followups-header",
+          "component": "CardHeader",
+          "title": "Open Follow-ups",
+          "subtitle": "Pending tasks and action items"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": [
+            "col-task",
+            "col-assigned",
+            "col-duedate"
+          ]
+        },
+        {
+          "id": "col-task",
+          "component": "Col",
+          "label": "Task / Action Item",
+          "type": "string",
+          "data": [
+            "Send updated security compliance doc",
+            "Schedule technical review with Elena",
+            "Confirm Q4 budget approval status"
+          ]
+        },
+        {
+          "id": "col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins",
+            "Sarah Jenkins",
+            "Michael Vance"
+          ]
+        },
+        {
+          "id": "col-duedate",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": [
+            "Oct 2, 2024",
+            "Oct 5, 2024",
+            "Oct 10, 2024"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..ff9d5ef85
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r2.txt
@@ -0,0 +1,657 @@
+Here is the complete sales representative account page dashboard incorporating all 9 requested features, including account overview, metrics, deal tracking, recent activity, contact details, open follow-ups, note-taking, call logging, and a renewal warning.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-account-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "account-header-card",
+            "renewal-warning-callout",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "account-header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "account-header-info",
+            "separator-top",
+            "key-metrics-container"
+          ]
+        },
+        {
+          "id": "account-header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-group",
+            "quick-actions-buttons"
+          ]
+        },
+        {
+          "id": "header-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "account-heading",
+            "account-owner-text"
+          ]
+        },
+        {
+          "id": "account-heading",
+          "component": "Heading",
+          "text": "Acme Corporation",
+          "level": "h1"
+        },
+        {
+          "id": "account-owner-text",
+          "component": "TextContent",
+          "text": "Account Owner: **Sarah Jenkins** | Enterprise Sales",
+          "size": "small"
+        },
+        {
+          "id": "quick-actions-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "log-call-dialog",
+            "add-note-dialog"
+          ]
+        },
+        {
+          "id": "log-call-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Log Call",
+          "triggerVariant": "default",
+          "title": "Log a Phone Call",
+          "description": "Record details of your recent communication with Acme Corp.",
+          "content": [
+            "log-call-form"
+          ]
+        },
+        {
+          "id": "log-call-form",
+          "component": "Form",
+          "name": "logCallForm",
+          "fields": [
+            "call-contact-control",
+            "call-outcome-control",
+            "call-notes-control"
+          ],
+          "buttons": "log-call-submit-buttons"
+        },
+        {
+          "id": "call-contact-control",
+          "component": "FormControl",
+          "label": "Contact Met With",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "callContact",
+          "placeholder": "Select a contact...",
+          "items": [
+            "select-contact-1",
+            "select-contact-2",
+            "select-contact-3"
+          ]
+        },
+        {
+          "id": "select-contact-1",
+          "component": "SelectItem",
+          "value": "john_doe",
+          "label": "John Doe (VP of Technology)"
+        },
+        {
+          "id": "select-contact-2",
+          "component": "SelectItem",
+          "value": "jane_smith",
+          "label": "Jane Smith (Procurement Director)"
+        },
+        {
+          "id": "select-contact-3",
+          "component": "SelectItem",
+          "value": "alex_rivera",
+          "label": "Alex Rivera (Lead Engineer)"
+        },
+        {
+          "id": "call-outcome-control",
+          "component": "FormControl",
+          "label": "Call Outcome",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select outcome...",
+          "items": [
+            "outcome-1",
+            "outcome-2",
+            "outcome-3"
+          ]
+        },
+        {
+          "id": "outcome-1",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected / Productive"
+        },
+        {
+          "id": "outcome-2",
+          "component": "SelectItem",
+          "value": "left_voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "outcome-3",
+          "component": "SelectItem",
+          "value": "no_answer",
+          "label": "No Answer"
+        },
+        {
+          "id": "call-notes-control",
+          "component": "FormControl",
+          "label": "Call Notes",
+          "input": "call-notes-textarea"
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "callNotes",
+          "placeholder": "Summarize key points discussed and action items...",
+          "rows": 4
+        },
+        {
+          "id": "log-call-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-call-button"
+          ]
+        },
+        {
+          "id": "submit-call-button",
+          "component": "Button",
+          "label": "Save Call Log",
+          "variant": "primary"
+        },
+        {
+          "id": "add-note-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Jot Note",
+          "triggerVariant": "outline",
+          "title": "Jot Down a Note",
+          "description": "Add an internal note or reminder to this account.",
+          "content": [
+            "jot-note-form"
+          ]
+        },
+        {
+          "id": "jot-note-form",
+          "component": "Form",
+          "name": "jotNoteForm",
+          "fields": [
+            "note-text-control"
+          ],
+          "buttons": "jot-note-submit-buttons"
+        },
+        {
+          "id": "note-text-control",
+          "component": "FormControl",
+          "label": "Account Note",
+          "input": "note-textarea"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "noteText",
+          "placeholder": "Enter confidential background, strategy notes, or quick reminders...",
+          "rows": 4
+        },
+        {
+          "id": "jot-note-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-note-button"
+          ]
+        },
+        {
+          "id": "submit-note-button",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary"
+        },
+        {
+          "id": "separator-top",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "key-metrics-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "metric-deal-value",
+            "metric-deal-stage",
+            "metric-renewal-date"
+          ]
+        },
+        {
+          "id": "metric-deal-value",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "deal-value-label",
+            "deal-value-heading"
+          ]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "Label",
+          "text": "Total Deal Value"
+        },
+        {
+          "id": "deal-value-heading",
+          "component": "Heading",
+          "text": "$450,000",
+          "level": "h2"
+        },
+        {
+          "id": "metric-deal-stage",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "deal-stage-label",
+            "deal-stage-badge"
+          ]
+        },
+        {
+          "id": "deal-stage-label",
+          "component": "Label",
+          "text": "Current Deal Stage"
+        },
+        {
+          "id": "deal-stage-badge",
+          "component": "Badge",
+          "text": "Contract Proposal Sent",
+          "variant": "default"
+        },
+        {
+          "id": "metric-renewal-date",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "renewal-date-label",
+            "renewal-date-badge"
+          ]
+        },
+        {
+          "id": "renewal-date-label",
+          "component": "Label",
+          "text": "Contract Renewal Date"
+        },
+        {
+          "id": "renewal-date-badge",
+          "component": "Badge",
+          "text": "Nov 15, 2024 (12 Days)",
+          "variant": "destructive"
+        },
+        {
+          "id": "renewal-warning-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Upcoming Renewal Warning",
+          "description": "The annual contract renewal is in 12 days. Complete security review follow-ups immediately to avoid delay in signature."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-contacts",
+            "tab-followups",
+            "tab-notes"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Activity & Overview",
+          "content": [
+            "recent-activity-card"
+          ]
+        },
+        {
+          "id": "recent-activity-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "activity-card-header",
+            "recent-activity-steps"
+          ]
+        },
+        {
+          "id": "activity-card-header",
+          "component": "CardHeader",
+          "title": "Recent Activity Timeline",
+          "subtitle": "Chronological history of recent touchpoints and interactions"
+        },
+        {
+          "id": "recent-activity-steps",
+          "component": "Steps",
+          "items": [
+            "activity-step-1",
+            "activity-step-2",
+            "activity-step-3",
+            "activity-step-4"
+          ]
+        },
+        {
+          "id": "activity-step-1",
+          "component": "StepsItem",
+          "title": "Contract Proposal Revised (Today, 10:30 AM)",
+          "details": "Sent updated enterprise pricing breakdown reflecting a 15% multi-year discount to Jane Smith."
+        },
+        {
+          "id": "activity-step-2",
+          "component": "StepsItem",
+          "title": "Executive Discovery Call Logged (Yesterday, 3:15 PM)",
+          "details": "Logged call with VP John Doe. Confirmed Q4 budget approval and aligned on deployment schedule."
+        },
+        {
+          "id": "activity-step-3",
+          "component": "StepsItem",
+          "title": "Security Questionnaire Submitted (Oct 28, 2024)",
+          "details": "Completed InfoSec audit responses and shared SOC2 Type II compliance reports."
+        },
+        {
+          "id": "activity-step-4",
+          "component": "StepsItem",
+          "title": "Initial Demo Session (Oct 20, 2024)",
+          "details": "Conducted technical product walkthrough for Alex Rivera and engineering team lead."
+        },
+        {
+          "id": "tab-contacts",
+          "component": "TabItem",
+          "value": "contacts",
+          "trigger": "Account Contacts",
+          "content": [
+            "contacts-card"
+          ]
+        },
+        {
+          "id": "contacts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "contacts-card-header",
+            "contacts-table"
+          ]
+        },
+        {
+          "id": "contacts-card-header",
+          "component": "CardHeader",
+          "title": "Key Account Contacts",
+          "subtitle": "Key stakeholders, buyers, and decision makers"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": [
+            "col-contact-name",
+            "col-contact-role",
+            "col-contact-email",
+            "col-contact-phone"
+          ]
+        },
+        {
+          "id": "col-contact-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": [
+            "John Doe",
+            "Jane Smith",
+            "Alex Rivera"
+          ]
+        },
+        {
+          "id": "col-contact-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": [
+            "Executive Sponsor (VP of Tech)",
+            "Economic Buyer (Procurement)",
+            "Technical Evaluator (Lead Engineer)"
+          ]
+        },
+        {
+          "id": "col-contact-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": [
+            "j.doe@acme.com",
+            "j.smith@acme.com",
+            "a.rivera@acme.com"
+          ]
+        },
+        {
+          "id": "col-contact-phone",
+          "component": "Col",
+          "label": "Phone",
+          "type": "string",
+          "data": [
+            "+1 (555) 019-2834",
+            "+1 (555) 019-5821",
+            "+1 (555) 019-9942"
+          ]
+        },
+        {
+          "id": "tab-followups",
+          "component": "TabItem",
+          "value": "followups",
+          "trigger": "Open Follow-ups",
+          "content": [
+            "followups-card"
+          ]
+        },
+        {
+          "id": "followups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "followups-card-header",
+            "followups-list"
+          ]
+        },
+        {
+          "id": "followups-card-header",
+          "component": "CardHeader",
+          "title": "Action Items & Open Follow-ups",
+          "subtitle": "Pending tasks required to advance deal and secure renewal"
+        },
+        {
+          "id": "followups-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "followup-item-1",
+            "followup-item-2",
+            "followup-item-3"
+          ]
+        },
+        {
+          "id": "followup-item-1",
+          "component": "ListItem",
+          "title": "Send Master Services Agreement (MSA) redline response",
+          "subtitle": "Due: Nov 5, 2024 | Assigned to: Sarah Jenkins",
+          "actionLabel": "High Priority"
+        },
+        {
+          "id": "followup-item-2",
+          "component": "ListItem",
+          "title": "Schedule Renewal Strategy Check-in with Executive Sponsor",
+          "subtitle": "Due: Nov 8, 2024 | Assigned to: Sarah Jenkins",
+          "actionLabel": "Pending"
+        },
+        {
+          "id": "followup-item-3",
+          "component": "ListItem",
+          "title": "Deliver custom API Integration architecture diagram",
+          "subtitle": "Due: Nov 12, 2024 | Assigned to: Technical Sales Specialist",
+          "actionLabel": "In Progress"
+        },
+        {
+          "id": "tab-notes",
+          "component": "TabItem",
+          "value": "notes",
+          "trigger": "Notes & Jotter",
+          "content": [
+            "notes-card"
+          ]
+        },
+        {
+          "id": "notes-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "notes-card-header",
+            "quick-jotter-form",
+            "separator-notes",
+            "saved-notes-section"
+          ]
+        },
+        {
+          "id": "notes-card-header",
+          "component": "CardHeader",
+          "title": "Account Notes & Strategy Jotter",
+          "subtitle": "Quickly capture informal observations, meeting notes, and internal strategies"
+        },
+        {
+          "id": "quick-jotter-form",
+          "component": "Form",
+          "name": "inlineJotterForm",
+          "fields": [
+            "inline-note-control"
+          ],
+          "buttons": "inline-note-submit-buttons"
+        },
+        {
+          "id": "inline-note-control",
+          "component": "FormControl",
+          "label": "Quick Note",
+          "input": "inline-note-textarea",
+          "hint": "Notes added here are private to your sales team."
+        },
+        {
+          "id": "inline-note-textarea",
+          "component": "TextArea",
+          "name": "inlineNoteText",
+          "placeholder": "Jot a quick note about Acme Corp...",
+          "rows": 3
+        },
+        {
+          "id": "inline-note-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "save-inline-note-button"
+          ]
+        },
+        {
+          "id": "save-inline-note-button",
+          "component": "Button",
+          "label": "Save Note to Account",
+          "variant": "primary"
+        },
+        {
+          "id": "separator-notes",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "saved-notes-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "saved-notes-heading",
+            "note-entry-1",
+            "note-entry-2"
+          ]
+        },
+        {
+          "id": "saved-notes-heading",
+          "component": "Heading",
+          "text": "Saved Notes History",
+          "level": "h4"
+        },
+        {
+          "id": "note-entry-1",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "Pricing Sensitivity (Oct 25, 2024)",
+          "description": "Jane mentioned procurement is looking closely at tier pricing options. Emphasized multi-year bundle savings to maintain deal size."
+        },
+        {
+          "id": "note-entry-2",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "Champion Engagement (Oct 18, 2024)",
+          "description": "John is driving internal adoption. He recommended highlighting our SSO and automated reporting capabilities during executive review."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..3f5e9e618
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r3.txt
@@ -0,0 +1,540 @@
+Here is a comprehensive single-page UI for a Sales Rep's Account Overview matching all specified requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "CRM Sales Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "renewal-warning",
+            "metrics-card",
+            "tabs-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-content"
+          ]
+        },
+        {
+          "id": "header-content",
+          "component": "CardHeader",
+          "title": "Acme Dynamics Inc.",
+          "subtitle": "Account Owner: Sarah Jenkins (Enterprise Sales Specialist)"
+        },
+        {
+          "id": "renewal-warning",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Upcoming Renewal Warning",
+          "description": "Annual Enterprise Subscription renewal is on October 15, 2024 (12 days away). Immediate action required to finalize expansion terms."
+        },
+        {
+          "id": "metrics-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "metric-deal-value",
+            "metric-divider",
+            "metric-deal-stage"
+          ]
+        },
+        {
+          "id": "metric-deal-value",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "deal-value-label",
+            "deal-value-amount"
+          ]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "Label",
+          "text": "Total Deal Value"
+        },
+        {
+          "id": "deal-value-amount",
+          "component": "Heading",
+          "text": "$245,000 ARR",
+          "level": "h2"
+        },
+        {
+          "id": "metric-divider",
+          "component": "Separator",
+          "orientation": "vertical",
+          "decorative": true
+        },
+        {
+          "id": "metric-deal-stage",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "deal-stage-label",
+            "deal-stage-badge"
+          ]
+        },
+        {
+          "id": "deal-stage-label",
+          "component": "Label",
+          "text": "Current Deal Stage"
+        },
+        {
+          "id": "deal-stage-badge",
+          "component": "Badge",
+          "text": "Stage 4: Proposal & Contract Review",
+          "variant": "default"
+        },
+        {
+          "id": "tabs-section",
+          "component": "Tabs",
+          "items": [
+            "tab-activity-tasks",
+            "tab-contacts",
+            "tab-quick-actions"
+          ]
+        },
+        {
+          "id": "tab-activity-tasks",
+          "component": "TabItem",
+          "value": "activity-tasks",
+          "trigger": "Activity & Follow-ups",
+          "content": [
+            "activity-tasks-container"
+          ]
+        },
+        {
+          "id": "activity-tasks-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "followups-card",
+            "activity-card"
+          ]
+        },
+        {
+          "id": "followups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "followups-title",
+            "followups-list"
+          ]
+        },
+        {
+          "id": "followups-title",
+          "component": "Heading",
+          "text": "Open Follow-ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "task-1",
+            "task-2",
+            "task-3"
+          ]
+        },
+        {
+          "id": "task-1",
+          "component": "ListItem",
+          "title": "Send updated MSA revision to Legal",
+          "subtitle": "Due: Tomorrow, 5:00 PM • Assignee: Sarah Jenkins",
+          "actionLabel": "Complete"
+        },
+        {
+          "id": "task-2",
+          "component": "ListItem",
+          "title": "Schedule technical deep-dive on API integration",
+          "subtitle": "Due: Oct 8, 2024 • Assignee: Tech Pre-Sales Team",
+          "actionLabel": "Complete"
+        },
+        {
+          "id": "task-3",
+          "component": "ListItem",
+          "title": "Confirm renewal budget allocation with Procurement",
+          "subtitle": "Due: Oct 10, 2024 • Assignee: Sarah Jenkins",
+          "actionLabel": "Complete"
+        },
+        {
+          "id": "activity-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "activity-title",
+            "activity-steps"
+          ]
+        },
+        {
+          "id": "activity-title",
+          "component": "Heading",
+          "text": "Recent Activity Timeline",
+          "level": "h3"
+        },
+        {
+          "id": "activity-steps",
+          "component": "Steps",
+          "items": [
+            "act-1",
+            "act-2",
+            "act-3",
+            "act-4"
+          ]
+        },
+        {
+          "id": "act-1",
+          "component": "StepsItem",
+          "title": "Call Logged — Security Review Sync (Today, 10:30 AM)",
+          "details": "Spoke with Marcus Vance. Cleared initial SOC2 requirements. Sent updated compliance documentation."
+        },
+        {
+          "id": "act-2",
+          "component": "StepsItem",
+          "title": "Email Received — Contract Feedback (Yesterday, 4:15 PM)",
+          "details": "Elena Rostova sent redlined SLA agreement. Focus area: uptime guarantee clauses."
+        },
+        {
+          "id": "act-3",
+          "component": "StepsItem",
+          "title": "Meeting Held — Executive Alignment (Oct 1, 2:00 PM)",
+          "details": "Demoed new analytics platform to VP of Operations. Positive response on ROI forecasting tools."
+        },
+        {
+          "id": "act-4",
+          "component": "StepsItem",
+          "title": "Note Added — Budget Confirmation (Sep 28, 11:00 AM)",
+          "details": "Confirmed $250k budget pre-approval with Finance committee for Q4 close."
+        },
+        {
+          "id": "tab-contacts",
+          "component": "TabItem",
+          "value": "contacts",
+          "trigger": "Key Contacts",
+          "content": [
+            "contacts-card"
+          ]
+        },
+        {
+          "id": "contacts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "contacts-table"
+          ]
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": [
+            "col-name",
+            "col-role",
+            "col-email",
+            "col-phone"
+          ]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Contact Name",
+          "type": "string",
+          "data": [
+            "Elena Rostova",
+            "Marcus Vance",
+            "David Chen",
+            "Samantha Wright"
+          ]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role / Title",
+          "type": "string",
+          "data": [
+            "VP of Operations (Economic Buyer)",
+            "Head of Information Security (Decision Maker)",
+            "Lead Systems Architect (Technical Evaluator)",
+            "Procurement Manager (Contract Champion)"
+          ]
+        },
+        {
+          "id": "col-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": [
+            "elena.r@acmedynamics.com",
+            "m.vance@acmedynamics.com",
+            "d.chen@acmedynamics.com",
+            "s.wright@acmedynamics.com"
+          ]
+        },
+        {
+          "id": "col-phone",
+          "component": "Col",
+          "label": "Phone",
+          "type": "string",
+          "data": [
+            "+1 (555) 019-2831",
+            "+1 (555) 019-4820",
+            "+1 (555) 019-7731",
+            "+1 (555) 019-9102"
+          ]
+        },
+        {
+          "id": "tab-quick-actions",
+          "component": "TabItem",
+          "value": "quick-actions",
+          "trigger": "Log & Notes",
+          "content": [
+            "actions-container"
+          ]
+        },
+        {
+          "id": "actions-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "log-call-card",
+            "quick-note-card"
+          ]
+        },
+        {
+          "id": "log-call-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "log-call-title",
+            "log-call-form"
+          ]
+        },
+        {
+          "id": "log-call-title",
+          "component": "Heading",
+          "text": "Log a Call",
+          "level": "h3"
+        },
+        {
+          "id": "log-call-form",
+          "component": "Form",
+          "name": "logCallForm",
+          "fields": [
+            "fc-call-contact",
+            "fc-call-outcome",
+            "fc-call-summary"
+          ],
+          "buttons": "log-call-buttons"
+        },
+        {
+          "id": "fc-call-contact",
+          "component": "FormControl",
+          "label": "Contact Spoken To",
+          "input": "select-call-contact"
+        },
+        {
+          "id": "select-call-contact",
+          "component": "Select",
+          "name": "callContact",
+          "placeholder": "Select contact...",
+          "items": [
+            "sel-elena",
+            "sel-marcus",
+            "sel-david",
+            "sel-samantha"
+          ]
+        },
+        {
+          "id": "sel-elena",
+          "component": "SelectItem",
+          "value": "elena",
+          "label": "Elena Rostova (VP of Operations)"
+        },
+        {
+          "id": "sel-marcus",
+          "component": "SelectItem",
+          "value": "marcus",
+          "label": "Marcus Vance (Head of InfoSec)"
+        },
+        {
+          "id": "sel-david",
+          "component": "SelectItem",
+          "value": "david",
+          "label": "David Chen (Lead Architect)"
+        },
+        {
+          "id": "sel-samantha",
+          "component": "SelectItem",
+          "value": "samantha",
+          "label": "Samantha Wright (Procurement)"
+        },
+        {
+          "id": "fc-call-outcome",
+          "component": "FormControl",
+          "label": "Call Outcome",
+          "input": "select-call-outcome"
+        },
+        {
+          "id": "select-call-outcome",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select result...",
+          "items": [
+            "out-connected",
+            "out-voicemail",
+            "out-scheduled",
+            "out-no-answer"
+          ]
+        },
+        {
+          "id": "out-connected",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected / Discussed"
+        },
+        {
+          "id": "out-voicemail",
+          "component": "SelectItem",
+          "value": "voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "out-scheduled",
+          "component": "SelectItem",
+          "value": "scheduled",
+          "label": "Follow-up Scheduled"
+        },
+        {
+          "id": "out-no-answer",
+          "component": "SelectItem",
+          "value": "no-answer",
+          "label": "No Answer"
+        },
+        {
+          "id": "fc-call-summary",
+          "component": "FormControl",
+          "label": "Call Summary & Key Takeaways",
+          "input": "textarea-call-summary"
+        },
+        {
+          "id": "textarea-call-summary",
+          "component": "TextArea",
+          "name": "callSummary",
+          "placeholder": "Summarize key discussion points, objection handling, or next steps...",
+          "rows": 3
+        },
+        {
+          "id": "log-call-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-call"
+          ]
+        },
+        {
+          "id": "btn-submit-call",
+          "component": "Button",
+          "label": "Save Call Log",
+          "variant": "primary"
+        },
+        {
+          "id": "quick-note-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "quick-note-title",
+            "quick-note-form"
+          ]
+        },
+        {
+          "id": "quick-note-title",
+          "component": "Heading",
+          "text": "Jot a Quick Note",
+          "level": "h3"
+        },
+        {
+          "id": "quick-note-form",
+          "component": "Form",
+          "name": "quickNoteForm",
+          "fields": [
+            "fc-note-text"
+          ],
+          "buttons": "quick-note-buttons"
+        },
+        {
+          "id": "fc-note-text",
+          "component": "FormControl",
+          "label": "Account Note",
+          "input": "textarea-note"
+        },
+        {
+          "id": "textarea-note",
+          "component": "TextArea",
+          "name": "noteText",
+          "placeholder": "Write an internal memo or key detail about this account...",
+          "rows": 3
+        },
+        {
+          "id": "quick-note-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-note"
+          ]
+        },
+        {
+          "id": "btn-submit-note",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..107535ef0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-crm__r4.txt
@@ -0,0 +1,600 @@
+Here is a complete, interactive sales rep account management page built using A2UI. It covers all 9 requested features, including real-time details on account ownership, pipeline value, deal stages, upcoming renewal warnings, key contacts, recent activities, open tasks, quick note-taking, and a call-logging form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-account-surface",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-account-surface",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "account-header",
+            "renewal-alert",
+            "metrics-card",
+            "tabs-section"
+          ]
+        },
+        {
+          "id": "account-header",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "header-badges"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "account-title",
+            "account-owner"
+          ]
+        },
+        {
+          "id": "account-title",
+          "component": "Heading",
+          "text": "Acme Corporation",
+          "level": "h1"
+        },
+        {
+          "id": "account-owner",
+          "component": "TextContent",
+          "text": "Account Owner: **Sarah Jenkins** (Senior Enterprise AE)",
+          "size": "small"
+        },
+        {
+          "id": "header-badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "account-status-badge",
+            "tier-badge"
+          ]
+        },
+        {
+          "id": "account-status-badge",
+          "component": "Badge",
+          "text": "Active Customer",
+          "variant": "default"
+        },
+        {
+          "id": "tier-badge",
+          "component": "Tag",
+          "text": "Enterprise Tier",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "title": "Renewal Warning: 14 Days Remaining",
+          "description": "The annual contract ($180,000 ARR) is set to renew on October 15, 2024. Schedule a executive review meeting immediately.",
+          "variant": "warning"
+        },
+        {
+          "id": "metrics-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "justify": "around",
+          "children": [
+            "metric-deal-value",
+            "metric-stage",
+            "metric-health"
+          ]
+        },
+        {
+          "id": "metric-deal-value",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": [
+            "deal-value-label",
+            "deal-value-amount"
+          ]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "TextContent",
+          "text": "Total Deal Value",
+          "size": "small"
+        },
+        {
+          "id": "deal-value-amount",
+          "component": "Heading",
+          "text": "$245,000",
+          "level": "h2"
+        },
+        {
+          "id": "metric-stage",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": [
+            "stage-label",
+            "stage-value"
+          ]
+        },
+        {
+          "id": "stage-label",
+          "component": "TextContent",
+          "text": "Current Deal Stage",
+          "size": "small"
+        },
+        {
+          "id": "stage-value",
+          "component": "Tag",
+          "text": "Proposal / Negotiation",
+          "variant": "warning",
+          "size": "lg"
+        },
+        {
+          "id": "metric-health",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": [
+            "health-label",
+            "health-progress"
+          ]
+        },
+        {
+          "id": "health-label",
+          "component": "TextContent",
+          "text": "Account Health Score",
+          "size": "small"
+        },
+        {
+          "id": "health-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "85/100 (Strong)"
+        },
+        {
+          "id": "tabs-section",
+          "component": "Tabs",
+          "items": [
+            "tab-activity",
+            "tab-contacts",
+            "tab-followups",
+            "tab-actions"
+          ]
+        },
+        {
+          "id": "tab-activity",
+          "component": "TabItem",
+          "value": "activity",
+          "trigger": "Recent Activity",
+          "content": [
+            "activity-card"
+          ]
+        },
+        {
+          "id": "activity-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "activity-heading",
+            "activity-list"
+          ]
+        },
+        {
+          "id": "activity-heading",
+          "component": "CardHeader",
+          "title": "Activity History",
+          "subtitle": "Most recent interactions recorded chronologically"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "act-1",
+            "act-2",
+            "act-3",
+            "act-4"
+          ]
+        },
+        {
+          "id": "act-1",
+          "component": "ListItem",
+          "title": "Email Sent: Renewal Proposal v2.pdf",
+          "subtitle": "Oct 1, 2024 at 2:30 PM — Sent to Marcus Vance (CTO)"
+        },
+        {
+          "id": "act-2",
+          "component": "ListItem",
+          "title": "Call Completed: Security Review Sync",
+          "subtitle": "Sep 28, 2024 at 10:00 AM — Spoke with Security Team. Compliant with SOC2 requirement."
+        },
+        {
+          "id": "act-3",
+          "component": "ListItem",
+          "title": "Meeting Held: Q3 Executive Business Review",
+          "subtitle": "Sep 20, 2024 at 4:00 PM — Attended by Elena Rostova (SVP Ops) and Sarah Jenkins."
+        },
+        {
+          "id": "act-4",
+          "component": "ListItem",
+          "title": "Note Created: Pricing Negotiation Limits",
+          "subtitle": "Sep 15, 2024 at 11:15 AM — Approved max 10% discount for multi-year renewal."
+        },
+        {
+          "id": "tab-contacts",
+          "component": "TabItem",
+          "value": "contacts",
+          "trigger": "Contacts",
+          "content": [
+            "contacts-card"
+          ]
+        },
+        {
+          "id": "contacts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "contacts-heading",
+            "contacts-table"
+          ]
+        },
+        {
+          "id": "contacts-heading",
+          "component": "CardHeader",
+          "title": "Key Account Contacts",
+          "subtitle": "Key stakeholders and decision makers"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": [
+            "col-name",
+            "col-role",
+            "col-email",
+            "col-phone"
+          ]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": [
+            "Marcus Vance",
+            "Elena Rostova",
+            "David Chen",
+            "Sarah Miller"
+          ]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role / Title",
+          "type": "string",
+          "data": [
+            "Chief Technology Officer (Economic Buyer)",
+            "SVP Operations (Executive Champion)",
+            "Lead Solutions Architect (Technical Evaluator)",
+            "Procurement Manager (Contract Negotiator)"
+          ]
+        },
+        {
+          "id": "col-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": [
+            "m.vance@acme.com",
+            "e.rostova@acme.com",
+            "d.chen@acme.com",
+            "s.miller@acme.com"
+          ]
+        },
+        {
+          "id": "col-phone",
+          "component": "Col",
+          "label": "Phone",
+          "type": "string",
+          "data": [
+            "+1 (555) 019-2831",
+            "+1 (555) 019-2832",
+            "+1 (555) 019-8823",
+            "+1 (555) 019-4412"
+          ]
+        },
+        {
+          "id": "tab-followups",
+          "component": "TabItem",
+          "value": "followups",
+          "trigger": "Open Follow-ups",
+          "content": [
+            "followups-card"
+          ]
+        },
+        {
+          "id": "followups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "followups-heading",
+            "followups-list"
+          ]
+        },
+        {
+          "id": "followups-heading",
+          "component": "CardHeader",
+          "title": "Open Action Items & Follow-ups",
+          "subtitle": "Pending tasks and deadline tracking"
+        },
+        {
+          "id": "followups-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "task-1",
+            "task-2",
+            "task-3"
+          ]
+        },
+        {
+          "id": "task-1",
+          "component": "ListItem",
+          "title": "Send updated Addendum for Security SLA",
+          "subtitle": "Due Date: Oct 3, 2024 (Overdue / High Priority)"
+        },
+        {
+          "id": "task-2",
+          "component": "ListItem",
+          "title": "Schedule Executive Alignment Call with CTO",
+          "subtitle": "Due Date: Oct 5, 2024"
+        },
+        {
+          "id": "task-3",
+          "component": "ListItem",
+          "title": "Deliver Q4 Expansion Roadmap Deck",
+          "subtitle": "Due Date: Oct 10, 2024"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Log & Notes",
+          "content": [
+            "actions-grid"
+          ]
+        },
+        {
+          "id": "actions-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "jot-note-card",
+            "log-call-card"
+          ]
+        },
+        {
+          "id": "jot-note-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "note-form"
+          ]
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "jotNoteForm",
+          "fields": [
+            "note-field-control"
+          ],
+          "buttons": "note-form-buttons"
+        },
+        {
+          "id": "note-field-control",
+          "component": "FormControl",
+          "label": "Jot Quick Note",
+          "hint": "Notes are saved to the account timeline immediately.",
+          "input": "note-textarea"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "quickNote",
+          "placeholder": "Enter internal notes, meeting observations, or strategic reminders...",
+          "rows": 4
+        },
+        {
+          "id": "note-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "save-note-btn"
+          ]
+        },
+        {
+          "id": "save-note-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary"
+        },
+        {
+          "id": "log-call-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "call-form"
+          ]
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "logCallForm",
+          "fields": [
+            "call-contact-control",
+            "call-outcome-control",
+            "call-notes-control"
+          ],
+          "buttons": "call-form-buttons"
+        },
+        {
+          "id": "call-contact-control",
+          "component": "FormControl",
+          "label": "Contact Spoken To",
+          "hint": "Select the primary contact for this call.",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "callContact",
+          "placeholder": "Select contact...",
+          "items": [
+            "select-marcus",
+            "select-elena",
+            "select-david",
+            "select-sarah"
+          ]
+        },
+        {
+          "id": "select-marcus",
+          "component": "SelectItem",
+          "value": "marcus",
+          "label": "Marcus Vance (CTO)"
+        },
+        {
+          "id": "select-elena",
+          "component": "SelectItem",
+          "value": "elena",
+          "label": "Elena Rostova (SVP Ops)"
+        },
+        {
+          "id": "select-david",
+          "component": "SelectItem",
+          "value": "david",
+          "label": "David Chen (Solutions Architect)"
+        },
+        {
+          "id": "select-sarah",
+          "component": "SelectItem",
+          "value": "sarah",
+          "label": "Sarah Miller (Procurement)"
+        },
+        {
+          "id": "call-outcome-control",
+          "component": "FormControl",
+          "label": "Call Outcome",
+          "hint": "Primary result of the conversation.",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select outcome...",
+          "items": [
+            "outcome-connected",
+            "outcome-left-voicemail",
+            "outcome-scheduled-followup",
+            "outcome-no-answer"
+          ]
+        },
+        {
+          "id": "outcome-connected",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected / Productive Conversation"
+        },
+        {
+          "id": "outcome-left-voicemail",
+          "component": "SelectItem",
+          "value": "voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "outcome-scheduled-followup",
+          "component": "SelectItem",
+          "value": "followup",
+          "label": "Scheduled Demo / Follow-up"
+        },
+        {
+          "id": "outcome-no-answer",
+          "component": "SelectItem",
+          "value": "no_answer",
+          "label": "No Answer"
+        },
+        {
+          "id": "call-notes-control",
+          "component": "FormControl",
+          "label": "Call Summary / Notes",
+          "hint": "Brief overview of what was discussed.",
+          "input": "call-notes-input"
+        },
+        {
+          "id": "call-notes-input",
+          "component": "Input",
+          "name": "callSummary",
+          "placeholder": "e.g., Discussed Q4 budget expansion and timing...",
+          "type": "text"
+        },
+        {
+          "id": "call-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "log-call-btn"
+          ]
+        },
+        {
+          "id": "log-call-btn",
+          "component": "Button",
+          "label": "Log Call Activity",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..ab9594750
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r1.txt
@@ -0,0 +1,472 @@
+I have created a comprehensive month-end finance view for your startup. It covers all 7 requested features in a clear, actionable dashboard layout.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Startup Finance AI"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "expenses-card",
+            "transactions-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "wrap": true,
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Month-End Financial Summary",
+          "subtitle": "Overview of startup cash runway, expenses, and key transactions"
+        },
+        {
+          "id": "header-actions",
+          "component": "Form",
+          "name": "headerControls",
+          "fields": [
+            "month-select-control"
+          ],
+          "buttons": "download-btn-group"
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Select Statement Period",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "statementMonth",
+          "value": "2023-10",
+          "size": "medium",
+          "items": [
+            "opt-oct-23",
+            "opt-sep-23",
+            "opt-aug-23",
+            "opt-jul-23"
+          ]
+        },
+        {
+          "id": "opt-oct-23",
+          "component": "SelectItem",
+          "value": "2023-10",
+          "label": "October 2023"
+        },
+        {
+          "id": "opt-sep-23",
+          "component": "SelectItem",
+          "value": "2023-09",
+          "label": "September 2023"
+        },
+        {
+          "id": "opt-aug-23",
+          "component": "SelectItem",
+          "value": "2023-08",
+          "label": "August 2023"
+        },
+        {
+          "id": "opt-jul-23",
+          "component": "SelectItem",
+          "value": "2023-07",
+          "label": "July 2023"
+        },
+        {
+          "id": "download-btn-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "download-btn"
+          ]
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download Statement (PDF)",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-grid",
+            "runway-callout"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Key Performance Metrics"
+        },
+        {
+          "id": "kpi-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "cash-card",
+            "burn-card",
+            "runway-card"
+          ]
+        },
+        {
+          "id": "cash-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "cash-badge",
+            "cash-heading",
+            "cash-amount",
+            "cash-sub"
+          ]
+        },
+        {
+          "id": "cash-badge",
+          "component": "Badge",
+          "text": "Item #1: Cash Position",
+          "variant": "outline"
+        },
+        {
+          "id": "cash-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Cash on Hand"
+        },
+        {
+          "id": "cash-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$1,850,000"
+        },
+        {
+          "id": "cash-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Checked across SVB & Mercury accounts"
+        },
+        {
+          "id": "burn-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "burn-badge",
+            "burn-heading",
+            "burn-amount",
+            "burn-sub"
+          ]
+        },
+        {
+          "id": "burn-badge",
+          "component": "Badge",
+          "text": "Item #2: Net Burn",
+          "variant": "outline"
+        },
+        {
+          "id": "burn-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Monthly Burn"
+        },
+        {
+          "id": "burn-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$125,000"
+        },
+        {
+          "id": "burn-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "-4.2% reduction compared to last month"
+        },
+        {
+          "id": "runway-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "runway-badge",
+            "runway-heading",
+            "runway-amount",
+            "runway-sub"
+          ]
+        },
+        {
+          "id": "runway-badge",
+          "component": "Badge",
+          "text": "Item #3: Runway",
+          "variant": "outline"
+        },
+        {
+          "id": "runway-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Months of Runway"
+        },
+        {
+          "id": "runway-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "14.8 Months"
+        },
+        {
+          "id": "runway-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Estimated runway extends to Dec 2024"
+        },
+        {
+          "id": "runway-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Runway Health Check",
+          "description": "At the current burn rate of $125K/month, your runway is healthy (> 12 months). Next funding milestone target is set for Q3 2024."
+        },
+        {
+          "id": "expenses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "expenses-header",
+            "expenses-tabs"
+          ]
+        },
+        {
+          "id": "expenses-header",
+          "component": "CardHeader",
+          "title": "Expenses Breakdown by Category",
+          "subtitle": "Item #4: Complete breakdown of October operating costs ($145,000 Total Outflow)"
+        },
+        {
+          "id": "expenses-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-chart",
+            "tab-table"
+          ]
+        },
+        {
+          "id": "tab-chart",
+          "component": "TabItem",
+          "value": "chart-view",
+          "trigger": "Chart View",
+          "content": [
+            "expenses-pie-chart"
+          ]
+        },
+        {
+          "id": "expenses-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Software & SaaS",
+            "Marketing & Growth",
+            "Legal & Professional",
+            "Office & Misc"
+          ],
+          "values": [
+            85000,
+            24000,
+            14500,
+            12000,
+            6500,
+            3000
+          ]
+        },
+        {
+          "id": "tab-table",
+          "component": "TabItem",
+          "value": "table-view",
+          "trigger": "Category List",
+          "content": [
+            "expenses-table"
+          ]
+        },
+        {
+          "id": "expenses-table",
+          "component": "Table",
+          "columns": [
+            "col-cat",
+            "col-amount",
+            "col-pct"
+          ]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Software & SaaS",
+            "Marketing & Growth",
+            "Legal & Professional",
+            "Office & Misc"
+          ]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount ($)",
+          "type": "number",
+          "data": [
+            85000,
+            24000,
+            14500,
+            12000,
+            6500,
+            3000
+          ]
+        },
+        {
+          "id": "col-pct",
+          "component": "Col",
+          "label": "Share (%)",
+          "type": "string",
+          "data": [
+            "58.6%",
+            "16.5%",
+            "10.0%",
+            "8.3%",
+            "4.5%",
+            "2.1%"
+          ]
+        },
+        {
+          "id": "transactions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transactions-header",
+            "transactions-alert",
+            "transactions-table"
+          ]
+        },
+        {
+          "id": "transactions-header",
+          "component": "CardHeader",
+          "title": "Large Transactions (Above $10,000)",
+          "subtitle": "Item #5: High-value transactions recorded this month for audit and approval tracking"
+        },
+        {
+          "id": "transactions-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "3 Transactions Flagged",
+          "description": "Showing 3 expenditures that exceeded the $10,000 threshold in October 2023."
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": [
+            "col-tx-date",
+            "col-tx-desc",
+            "col-tx-cat",
+            "col-tx-amount"
+          ]
+        },
+        {
+          "id": "col-tx-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 01, 2023",
+            "Oct 15, 2023",
+            "Oct 28, 2023"
+          ]
+        },
+        {
+          "id": "col-tx-desc",
+          "component": "Col",
+          "label": "Description / Vendor",
+          "type": "string",
+          "data": [
+            "Gusto Monthly Payroll",
+            "Amazon Web Services (AWS)",
+            "Google Ads Growth Campaign"
+          ]
+        },
+        {
+          "id": "col-tx-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Marketing & Growth"
+          ]
+        },
+        {
+          "id": "col-tx-amount",
+          "component": "Col",
+          "label": "Amount ($)",
+          "type": "number",
+          "data": [
+            85000,
+            24000,
+            12000
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..67ef6587a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r2.txt
@@ -0,0 +1,445 @@
+Here is a complete, interactive month-end finance view for a startup, covering all required metrics, expense breakdowns, high-value transactions, month selector, and export capability.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Finance Ops"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-left",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-left",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Finance Overview",
+          "level": "h2"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Month-end close & treasury report",
+          "size": "small"
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "month-select",
+            "download-btn"
+          ]
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month_period",
+          "value": "2023-10",
+          "placeholder": "Select Month",
+          "items": [
+            "select-item-oct",
+            "select-item-sep",
+            "select-item-aug"
+          ]
+        },
+        {
+          "id": "select-item-oct",
+          "component": "SelectItem",
+          "label": "October 2023 (Closed)",
+          "value": "2023-10"
+        },
+        {
+          "id": "select-item-sep",
+          "component": "SelectItem",
+          "label": "September 2023",
+          "value": "2023-09"
+        },
+        {
+          "id": "select-item-aug",
+          "component": "SelectItem",
+          "label": "August 2023",
+          "value": "2023-08"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download Statement",
+          "variant": "primary",
+          "size": "medium",
+          "action": [
+            "download_statement",
+            { "month": "2023-10", "format": "pdf" }
+          ]
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": [
+            "kpi-cash",
+            "kpi-burn",
+            "kpi-runway"
+          ]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-cash-label",
+            "kpi-cash-val",
+            "kpi-cash-tag"
+          ]
+        },
+        {
+          "id": "kpi-cash-label",
+          "component": "TextContent",
+          "text": "Cash on Hand",
+          "size": "small"
+        },
+        {
+          "id": "kpi-cash-val",
+          "component": "Heading",
+          "text": "$3,420,000",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-cash-tag",
+          "component": "Tag",
+          "text": "+$1.2M Series A Deposit",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-burn-label",
+            "kpi-burn-val",
+            "kpi-burn-tag"
+          ]
+        },
+        {
+          "id": "kpi-burn-label",
+          "component": "TextContent",
+          "text": "Monthly Burn Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-burn-val",
+          "component": "Heading",
+          "text": "$185,000",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-burn-tag",
+          "component": "Tag",
+          "text": "-4.2% vs last month",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-runway-label",
+            "kpi-runway-val",
+            "kpi-runway-tag"
+          ]
+        },
+        {
+          "id": "kpi-runway-label",
+          "component": "TextContent",
+          "text": "Runway",
+          "size": "small"
+        },
+        {
+          "id": "kpi-runway-val",
+          "component": "Heading",
+          "text": "18.5 Months",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-runway-tag",
+          "component": "Tag",
+          "text": "Healthy Horizon",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "dashboard-tabs"
+          ]
+        },
+        {
+          "id": "dashboard-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-expenses",
+            "tab-large-tx",
+            "tab-breakdown"
+          ]
+        },
+        {
+          "id": "tab-expenses",
+          "component": "TabItem",
+          "value": "expenses",
+          "trigger": "Expenses by Category",
+          "content": [
+            "expenses-header",
+            "expense-pie-chart"
+          ]
+        },
+        {
+          "id": "expenses-header",
+          "component": "CardHeader",
+          "title": "October Operating Expenses",
+          "subtitle": "Total spend: $185,000 across core operational categories"
+        },
+        {
+          "id": "expense-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Payroll & Benefits",
+            "Cloud Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS Tools",
+            "Office & Operations",
+            "Legal & Professional"
+          ],
+          "values": [
+            110000,
+            28000,
+            22000,
+            12000,
+            8000,
+            5000
+          ]
+        },
+        {
+          "id": "tab-large-tx",
+          "component": "TabItem",
+          "value": "large-transactions",
+          "trigger": "Transactions > $10,000",
+          "content": [
+            "tx-alert",
+            "tx-table"
+          ]
+        },
+        {
+          "id": "tx-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "High-Value Transactions Flag",
+          "description": "Showing 4 transactions exceeding $10,000 threshold for October 2023 requiring manager audit."
+        },
+        {
+          "id": "tx-table",
+          "component": "Table",
+          "columns": [
+            "col-date",
+            "col-vendor",
+            "col-category",
+            "col-amount",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 03, 2023",
+            "Oct 12, 2023",
+            "Oct 15, 2023",
+            "Oct 28, 2023"
+          ]
+        },
+        {
+          "id": "col-vendor",
+          "component": "Col",
+          "label": "Vendor / Entity",
+          "type": "string",
+          "data": [
+            "Gusto Payroll",
+            "Amazon Web Services",
+            "Google Ads",
+            "CozySpace Realty"
+          ]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll",
+            "Cloud Infrastructure",
+            "Marketing",
+            "Office Rent"
+          ]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "number",
+          "data": [
+            110000,
+            24500,
+            15200,
+            10500
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Approval",
+          "type": "string",
+          "data": [
+            "Auto-Approved",
+            "Approved (CTO)",
+            "Approved (CMO)",
+            "Approved (COO)"
+          ]
+        },
+        {
+          "id": "tab-breakdown",
+          "component": "TabItem",
+          "value": "category-details",
+          "trigger": "Detailed Category Spend",
+          "content": [
+            "category-bar-chart"
+          ]
+        },
+        {
+          "id": "category-bar-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Amount ($USD)",
+          "yLabel": "Category",
+          "labels": [
+            "Payroll & Benefits",
+            "Cloud Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS Tools",
+            "Office & Operations",
+            "Legal & Professional"
+          ],
+          "series": [
+            "series-oct-spend"
+          ]
+        },
+        {
+          "id": "series-oct-spend",
+          "component": "Series",
+          "category": "October Spend",
+          "values": [
+            110000,
+            28000,
+            22000,
+            12000,
+            8000,
+            5000
+          ]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Export large transactions to CSV"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Compare October vs September burn rate"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "View projected cash balance for Q4"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..f7410787d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r3.txt
@@ -0,0 +1,451 @@
+Here is the month-end finance view for your startup, including key metrics, expense category breakdown, high-value transactions, month selector, and statement download action.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Finance Ops"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-card",
+            "followup-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "controls-card"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Month-End Financial Dashboard",
+          "subtitle": "Overview of cash flow, runway, expense distribution, and notable transactions."
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "month-select-control",
+            "download-btn"
+          ]
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Select Period",
+          "input": "month-select",
+          "hint": "Viewing settled figures for selected month"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "selectedMonth",
+          "value": "2023-10",
+          "items": [
+            "select-oct",
+            "select-sep",
+            "select-aug",
+            "select-jul"
+          ]
+        },
+        {
+          "id": "select-oct",
+          "component": "SelectItem",
+          "value": "2023-10",
+          "label": "October 2023 (Latest)"
+        },
+        {
+          "id": "select-sep",
+          "component": "SelectItem",
+          "value": "2023-09",
+          "label": "September 2023"
+        },
+        {
+          "id": "select-aug",
+          "component": "SelectItem",
+          "value": "2023-08",
+          "label": "August 2023"
+        },
+        {
+          "id": "select-jul",
+          "component": "SelectItem",
+          "value": "2023-07",
+          "label": "July 2023"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download Statement (PDF)",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "cash-kpi",
+            "burn-kpi",
+            "runway-kpi"
+          ]
+        },
+        {
+          "id": "cash-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "cash-badge",
+            "cash-label",
+            "cash-value",
+            "cash-subtext"
+          ]
+        },
+        {
+          "id": "cash-badge",
+          "component": "Badge",
+          "text": "Item 1",
+          "variant": "secondary"
+        },
+        {
+          "id": "cash-label",
+          "component": "TextContent",
+          "text": "Cash on Hand",
+          "size": "small-heavy"
+        },
+        {
+          "id": "cash-value",
+          "component": "Heading",
+          "text": "$1,420,000",
+          "level": "h2"
+        },
+        {
+          "id": "cash-subtext",
+          "component": "TextContent",
+          "text": "+$150k vs last month (Grant received)",
+          "size": "small"
+        },
+        {
+          "id": "burn-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "burn-badge",
+            "burn-label",
+            "burn-value",
+            "burn-subtext"
+          ]
+        },
+        {
+          "id": "burn-badge",
+          "component": "Badge",
+          "text": "Item 2",
+          "variant": "secondary"
+        },
+        {
+          "id": "burn-label",
+          "component": "TextContent",
+          "text": "Monthly Burn",
+          "size": "small-heavy"
+        },
+        {
+          "id": "burn-value",
+          "component": "Heading",
+          "text": "$85,000",
+          "level": "h2"
+        },
+        {
+          "id": "burn-subtext",
+          "component": "TextContent",
+          "text": "-4% efficiency improvement MoM",
+          "size": "small"
+        },
+        {
+          "id": "runway-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "runway-badge",
+            "runway-label",
+            "runway-value",
+            "runway-progress"
+          ]
+        },
+        {
+          "id": "runway-badge",
+          "component": "Badge",
+          "text": "Item 3",
+          "variant": "secondary"
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "Months of Runway",
+          "size": "small-heavy"
+        },
+        {
+          "id": "runway-value",
+          "component": "Heading",
+          "text": "16.7 Mos",
+          "level": "h2"
+        },
+        {
+          "id": "runway-progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "Healthy Target (>12 Mos)"
+        },
+        {
+          "id": "tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "finance-tabs"
+          ]
+        },
+        {
+          "id": "finance-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-expenses",
+            "tab-transactions"
+          ]
+        },
+        {
+          "id": "tab-expenses",
+          "component": "TabItem",
+          "value": "expenses",
+          "trigger": "Expenses Breakdown (Item 4)",
+          "content": [
+            "expenses-header",
+            "expense-chart",
+            "expense-table"
+          ]
+        },
+        {
+          "id": "expenses-header",
+          "component": "TextContent",
+          "text": "### Expense Breakdown by Category\nVisual breakdown of operating expenses incurred during October 2023.",
+          "size": "default"
+        },
+        {
+          "id": "expense-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS",
+            "Office & Operations",
+            "Legal & Finance"
+          ],
+          "values": [
+            45000,
+            18000,
+            12000,
+            5500,
+            3000,
+            1500
+          ]
+        },
+        {
+          "id": "expense-table",
+          "component": "Table",
+          "columns": [
+            "cat-col",
+            "amount-col",
+            "pct-col"
+          ]
+        },
+        {
+          "id": "cat-col",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS",
+            "Office & Operations",
+            "Legal & Finance"
+          ]
+        },
+        {
+          "id": "amount-col",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "$45,000",
+            "$18,000",
+            "$12,000",
+            "$5,500",
+            "$3,000",
+            "$1,500"
+          ]
+        },
+        {
+          "id": "pct-col",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": [
+            "52.9%",
+            "21.2%",
+            "14.1%",
+            "6.5%",
+            "3.5%",
+            "1.8%"
+          ]
+        },
+        {
+          "id": "tab-transactions",
+          "component": "TabItem",
+          "value": "transactions",
+          "trigger": "Transactions > $10,000 (Item 5)",
+          "content": [
+            "tx-callout",
+            "tx-table"
+          ]
+        },
+        {
+          "id": "tx-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Large Transactions Flagged",
+          "description": "Displaying all 4 individual transactions exceeding the $10,000 threshold for the selected month."
+        },
+        {
+          "id": "tx-table",
+          "component": "Table",
+          "columns": [
+            "tx-date-col",
+            "tx-desc-col",
+            "tx-cat-col",
+            "tx-amt-col"
+          ]
+        },
+        {
+          "id": "tx-date-col",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 01, 2023",
+            "Oct 05, 2023",
+            "Oct 12, 2023",
+            "Oct 28, 2023"
+          ]
+        },
+        {
+          "id": "tx-desc-col",
+          "component": "Col",
+          "label": "Description / Recipient",
+          "type": "string",
+          "data": [
+            "Gusto Payroll Direct Deposit",
+            "AWS Cloud Hosting Invoice #84920",
+            "Google Ads Growth Campaign",
+            "Annual Security Audit & Compliance"
+          ]
+        },
+        {
+          "id": "tx-cat-col",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud & Infrastructure",
+            "Marketing & Growth",
+            "Legal & Finance"
+          ]
+        },
+        {
+          "id": "tx-amt-col",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "$45,000.00",
+            "$16,240.50",
+            "$11,500.00",
+            "$10,000.00"
+          ]
+        },
+        {
+          "id": "followup-section",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Email summary report to board"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Compare Q3 vs Q4 burn rate trends"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Set up alerts for transactions > $5,000"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..966d78018
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-finance__r4.txt
@@ -0,0 +1,462 @@
+Here is a complete month-end finance view dashboard tailored for a startup, covering all requested metrics, expense categorization, large transaction auditing, month selection, and statement download capabilities.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "startup-finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Finance Ops"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "startup-finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "breakdown-and-transactions-tabs",
+            "action-footer"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header-titles",
+            "month-select-control"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "heading-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "heading-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Month-End Financial Overview"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Acme Tech Inc. • Financial Summary & Runway Intelligence"
+        },
+        {
+          "id": "month-select-control",
+          "component": "Select",
+          "name": "selectedMonth",
+          "value": "2023-10",
+          "placeholder": "Select Month",
+          "size": "medium",
+          "items": [
+            "month-opt-1",
+            "month-opt-2",
+            "month-opt-3",
+            "month-opt-4"
+          ]
+        },
+        {
+          "id": "month-opt-1",
+          "component": "SelectItem",
+          "value": "2023-10",
+          "label": "October 2023 (Latest)"
+        },
+        {
+          "id": "month-opt-2",
+          "component": "SelectItem",
+          "value": "2023-09",
+          "label": "September 2023"
+        },
+        {
+          "id": "month-opt-3",
+          "component": "SelectItem",
+          "value": "2023-08",
+          "label": "August 2023"
+        },
+        {
+          "id": "month-opt-4",
+          "component": "SelectItem",
+          "value": "2023-07",
+          "label": "July 2023"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-cash",
+            "kpi-burn",
+            "kpi-runway"
+          ]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-cash-label",
+            "kpi-cash-val",
+            "kpi-cash-badge"
+          ]
+        },
+        {
+          "id": "kpi-cash-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "1. CASH ON HAND"
+        },
+        {
+          "id": "kpi-cash-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$3,450,000"
+        },
+        {
+          "id": "kpi-cash-badge",
+          "component": "Tag",
+          "text": "Verified • SVB & Mercury",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-burn-label",
+            "kpi-burn-val",
+            "kpi-burn-badge"
+          ]
+        },
+        {
+          "id": "kpi-burn-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "2. MONTHLY BURN"
+        },
+        {
+          "id": "kpi-burn-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$185,000"
+        },
+        {
+          "id": "kpi-burn-badge",
+          "component": "Tag",
+          "text": "-4.2% vs last month",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-runway-label",
+            "kpi-runway-val",
+            "kpi-runway-badge"
+          ]
+        },
+        {
+          "id": "kpi-runway-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "3. MONTHS OF RUNWAY"
+        },
+        {
+          "id": "kpi-runway-val",
+          "component": "Heading",
+          "level": "h3",
+          "text": "18.6 Months"
+        },
+        {
+          "id": "kpi-runway-badge",
+          "component": "Tag",
+          "text": "Target Range (>12m)",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "breakdown-and-transactions-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-expenses",
+            "tab-transactions"
+          ]
+        },
+        {
+          "id": "tab-expenses",
+          "component": "TabItem",
+          "value": "expenses",
+          "trigger": "4. Expense Categories",
+          "content": [
+            "expenses-card"
+          ]
+        },
+        {
+          "id": "expenses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "expenses-header",
+            "expenses-chart",
+            "expenses-table"
+          ]
+        },
+        {
+          "id": "expenses-header",
+          "component": "CardHeader",
+          "title": "Expense Breakdown by Category",
+          "subtitle": "Total Operating Expenses: $185,000 for October 2023"
+        },
+        {
+          "id": "expenses-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Amount ($)",
+          "yLabel": "Category",
+          "labels": [
+            "Payroll & Benefits",
+            "Cloud Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS",
+            "Office & Operations"
+          ],
+          "series": [
+            "exp-series-current"
+          ]
+        },
+        {
+          "id": "exp-series-current",
+          "component": "Series",
+          "category": "October Spend",
+          "values": [
+            115000,
+            28000,
+            18500,
+            14000,
+            9500
+          ]
+        },
+        {
+          "id": "expenses-table",
+          "component": "Table",
+          "columns": [
+            "col-exp-cat",
+            "col-exp-amt",
+            "col-exp-pct"
+          ]
+        },
+        {
+          "id": "col-exp-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud Infrastructure",
+            "Marketing & Growth",
+            "Software & SaaS",
+            "Office & Operations"
+          ]
+        },
+        {
+          "id": "col-exp-amt",
+          "component": "Col",
+          "label": "Amount ($)",
+          "type": "number",
+          "data": [
+            115000,
+            28000,
+            18500,
+            14000,
+            9500
+          ]
+        },
+        {
+          "id": "col-exp-pct",
+          "component": "Col",
+          "label": "% of Total",
+          "type": "string",
+          "data": [
+            "62.2%",
+            "15.1%",
+            "10.0%",
+            "7.6%",
+            "5.1%"
+          ]
+        },
+        {
+          "id": "tab-transactions",
+          "component": "TabItem",
+          "value": "large-transactions",
+          "trigger": "5. Transactions > $10,000",
+          "content": [
+            "transactions-card"
+          ]
+        },
+        {
+          "id": "transactions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tx-header",
+            "tx-alert",
+            "tx-table"
+          ]
+        },
+        {
+          "id": "tx-header",
+          "component": "CardHeader",
+          "title": "Large Transactions Audit",
+          "subtitle": "All disbursements and transfers exceeding $10,000 threshold"
+        },
+        {
+          "id": "tx-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "3 Transactions Flagged",
+          "description": "These transactions account for $142,500 (77.0%) of total monthly spend."
+        },
+        {
+          "id": "tx-table",
+          "component": "Table",
+          "columns": [
+            "col-tx-date",
+            "col-tx-desc",
+            "col-tx-cat",
+            "col-tx-amt"
+          ]
+        },
+        {
+          "id": "col-tx-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 01, 2023",
+            "Oct 12, 2023",
+            "Oct 15, 2023"
+          ]
+        },
+        {
+          "id": "col-tx-desc",
+          "component": "Col",
+          "label": "Vendor / Description",
+          "type": "string",
+          "data": [
+            "Gusto Payroll Run (Semi-Monthly)",
+            "Amazon Web Services (Cloud Infra)",
+            "Gusto Payroll Run (Semi-Monthly)"
+          ]
+        },
+        {
+          "id": "col-tx-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Payroll & Benefits",
+            "Cloud Infrastructure",
+            "Payroll & Benefits"
+          ]
+        },
+        {
+          "id": "col-tx-amt",
+          "component": "Col",
+          "label": "Amount ($)",
+          "type": "number",
+          "data": [
+            57500,
+            27500,
+            57500
+          ]
+        },
+        {
+          "id": "action-footer",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "footer-text",
+            "download-buttons"
+          ]
+        },
+        {
+          "id": "footer-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "7. Export official month-end statement and raw reconciliation reports."
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-download-pdf",
+            "btn-download-csv"
+          ]
+        },
+        {
+          "id": "btn-download-pdf",
+          "component": "Button",
+          "label": "Download Statement (PDF)",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-download-csv",
+          "component": "Button",
+          "label": "Export CSV Data",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..3b708fb81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r1.txt
@@ -0,0 +1,9 @@
+Here is a complete, interactive Logistics Coordinator Dashboard tailored to monitor shipments, track carrier performance, identify delays, and manage route flags.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations Hub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header-card","kpi-summary-card","charts-section-card","shipments-card","followup-section"]},{"id":"header-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["header-top-row","header-search-form"]},{"id":"header-top-row","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-title-group","refresh-badge"]},{"id":"header-title-group","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["main-title","header-subtitle"]},{"id":"main-title","component":"Heading","level":"h1","text":"Logistics Coordinator Command Center"},{"id":"header-subtitle","component":"TextContent","size":"small","text":"Real-time fleet tracking, delay alerts, route analytics, and shipment management."},{"id":"refresh-badge","component":"Badge","text":"Last refreshed: Just now (14:32:05 UTC)","variant":"secondary"},{"id":"header-search-form","component":"Form","name":"route-search-form","buttons":"search-buttons-group","fields":["route-search-control"]},{"id":"route-search-control","component":"FormControl","label":"Search Shipments by Route","hint":"Filter active shipments by origin city, destination city, or corridor (e.g., 'Chicago', 'LAX-JFK')","input":"route-search-input"},{"id":"route-search-input","component":"Input","name":"routeQuery","placeholder":"Enter origin, destination, or route code...","type":"text"},{"id":"search-buttons-group","component":"Buttons","direction":"row","buttons":["btn-search-route","btn-reset-route"]},{"id":"btn-search-route","component":"Button","label":"Filter Routes","variant":"primary","size":"medium"},{"id":"btn-reset-route","component":"Button","label":"Clear Filter","variant":"tertiary","size":"medium"},{"id":"kpi-summary-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["kpi-heading","kpi-grid"]},{"id":"kpi-heading","component":"CardHeader","title":"Key Performance Indicators","subtitle":"Monthly operational overview and performance statistics"},{"id":"kpi-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpi-card-ontime","kpi-card-avgcost","kpi-card-active","kpi-card-delayed"]},{"id":"kpi-card-ontime","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-progress"]},{"id":"kpi-ontime-label","component":"TextContent","size":"small-heavy","text":"On-Time Performance (This Month)"},{"id":"kpi-ontime-value","component":"Heading","level":"h2","text":"92.4%"},{"id":"kpi-ontime-progress","component":"Progress","value":92.4,"label":"Target: 90.0%"},{"id":"kpi-card-avgcost","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-cost-label","kpi-cost-value","kpi-cost-badge"]},{"id":"kpi-cost-label","component":"TextContent","size":"small-heavy","text":"Average Cost Per Shipment"},{"id":"kpi-cost-value","component":"Heading","level":"h2","text":"$1,485.50"},{"id":"kpi-cost-badge","component":"Badge","text":"-3.2% vs last month","variant":"default"},{"id":"kpi-card-active","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-active-label","kpi-active-value","kpi-active-subtext"]},{"id":"kpi-active-label","component":"TextContent","size":"small-heavy","text":"Total Active Shipments"},{"id":"kpi-active-value","component":"Heading","level":"h2","text":"1,248"},{"id":"kpi-active-subtext","component":"TextContent","size":"small","text":"Across 14 regional corridors"},{"id":"kpi-card-delayed","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-delayed-label","kpi-delayed-value","kpi-delayed-badge"]},{"id":"kpi-delayed-label","component":"TextContent","size":"small-heavy","text":"Delayed Shipments"},{"id":"kpi-delayed-value","component":"Heading","level":"h2","text":"18"},{"id":"kpi-delayed-badge","component":"Badge","text":"Requires Immediate Action","variant":"destructive"},{"id":"charts-section-card","component":"Card","variant":"card","direction":"column","gap":"l","children":["charts-heading","charts-row"]},{"id":"charts-heading","component":"CardHeader","title":"Volume & Fleet Analytics","subtitle":"Carrier distribution and 8-week shipment volume trends"},{"id":"charts-row","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["carrier-chart-card","trend-chart-card"]},{"id":"carrier-chart-card","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["carrier-chart-header","carrier-donut-chart"]},{"id":"carrier-chart-header","component":"CardHeader","title":"Volume Split by Carrier","subtitle":"Percentage share of active shipments"},{"id":"carrier-donut-chart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Swift Logistics","Apex Global","FedEx Freight","DHL Supply Chain","Penske Logistics"],"values":[32,24,20,14,10]},{"id":"trend-chart-card","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["trend-chart-header","trend-bar-chart"]},{"id":"trend-chart-header","component":"CardHeader","title":"Weekly Volume (Past 2 Months)","subtitle":"Total shipments moved per week (Weeks 1 to 8)"},{"id":"trend-bar-chart","component":"BarChart","variant":"grouped","xLabel":"Week","yLabel":"Shipments","labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["series-weekly-volume"]},{"id":"series-weekly-volume","component":"Series","category":"Total Shipments","values":[850,920,880,960,1020,990,1100,1248]},{"id":"shipments-card","component":"Card","variant":"card","direction":"column","gap":"l","children":["shipments-header","delay-callouts-section","all-shipments-table-section","flag-shipment-card"]},{"id":"shipments-header","component":"CardHeader","title":"Shipments in Transit","subtitle":"Live tracking status across active corridors"},{"id":"delay-callouts-section","component":"Card","variant":"clear","direction":"column","gap":"m","children":["delay-alert-banner","delay-cards-row"]},{"id":"delay-alert-banner","component":"Alert","variant":"warning","title":"Attention: 3 Critical Delays Escalated","description":"The following shipments have encountered severe delays due to weather and port congestion. Immediate coordinator review is required."},{"id":"delay-cards-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["delay-item-1","delay-item-2","delay-item-3"]},{"id":"delay-item-1","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["delay-1-tag","delay-1-title","delay-1-route","delay-1-eta","delay-1-reason"]},{"id":"delay-1-tag","component":"Tag","text":"CRITICAL DELAY (+18h)","variant":"danger","size":"sm"},{"id":"delay-1-title","component":"TextContent","size":"small-heavy","text":"SHP-8921 (Apex Global)"},{"id":"delay-1-route","component":"TextContent","size":"small","text":"Origin: Chicago, IL → Dest: Dallas, TX"},{"id":"delay-1-eta","component":"TextContent","size":"small","text":"ETA: Oct 25, 08:00 (Original: Oct 24, 14:00)"},{"id":"delay-1-reason","component":"Badge","text":"Severe Weather / I-55 Detour","variant":"outline"},{"id":"delay-item-2","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["delay-2-tag","delay-2-title","delay-2-route","delay-2-eta","delay-2-reason"]},{"id":"delay-2-tag","component":"Tag","text":"DELAYED (+6h)","variant":"warning","size":"sm"},{"id":"delay-2-title","component":"TextContent","size":"small-heavy","text":"SHP-9044 (Swift Logistics)"},{"id":"delay-2-route","component":"TextContent","size":"small","text":"Origin: Los Angeles, CA → Dest: Seattle, WA"},{"id":"delay-2-eta","component":"TextContent","size":"small","text":"ETA: Oct 24, 22:30 (Original: Oct 24, 16:30)"},{"id":"delay-2-reason","component":"Badge","text":"Port Clearance Hold","variant":"outline"},{"id":"delay-item-3","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["delay-3-tag","delay-3-title","delay-3-route","delay-3-eta","delay-3-reason"]},{"id":"delay-3-tag","component":"Tag","text":"DELAYED (+12h)","variant":"warning","size":"sm"},{"id":"delay-3-title","component":"TextContent","size":"small-heavy","text":"SHP-8712 (DHL Supply Chain)"},{"id":"delay-3-route","component":"TextContent","size":"small","text":"Origin: Savannah, GA → Dest: Atlanta, GA"},{"id":"delay-3-eta","component":"TextContent","size":"small","text":"ETA: Oct 25, 04:00 (Original: Oct 24, 16:00)"},{"id":"delay-3-reason","component":"Badge","text":"Mechanical Inspection","variant":"outline"},{"id":"all-shipments-table-section","component":"Card","variant":"clear","direction":"column","gap":"s","children":["table-title","shipments-table"]},{"id":"table-title","component":"Heading","level":"h4","text":"Active Fleet Manifest"},{"id":"shipments-table","component":"Table","columns":["col-id","col-carrier","col-origin","col-dest","col-eta","col-status","col-flagged"]},{"id":"col-id","component":"Col","label":"Shipment ID","type":"string","data":["SHP-9102","SHP-8921","SHP-9044","SHP-8712","SHP-9230","SHP-9301","SHP-9345"]},{"id":"col-carrier","component":"Col","label":"Carrier","type":"string","data":["FedEx Freight","Apex Global","Swift Logistics","DHL Supply Chain","Penske Logistics","Swift Logistics","Apex Global"]},{"id":"col-origin","component":"Col","label":"Origin","type":"string","data":["New York, NY","Chicago, IL","Los Angeles, CA","Savannah, GA","Memphis, TN","Denver, CO","Seattle, WA"]},{"id":"col-dest","component":"Col","label":"Destination","type":"string","data":["Miami, FL","Dallas, TX","Seattle, WA","Atlanta, GA","Columbus, OH","Phoenix, AZ","San Francisco, CA"]},{"id":"col-eta","component":"Col","label":"ETA","type":"string","data":["Oct 24, 18:00","Oct 25, 08:00","Oct 24, 22:30","Oct 25, 04:00","Oct 25, 11:15","Oct 26, 09:00","Oct 24, 20:45"]},{"id":"col-status","component":"Col","label":"Status","type":"string","data":["On Time","Delayed (+18h)","Delayed (+6h)","Delayed (+12h)","On Time","On Time","On Time"]},{"id":"col-flagged","component":"Col","label":"Flagged / Priority","type":"string","data":["Normal","High Priority","High Priority","Normal","Normal","Under Review","Normal"]},{"id":"flag-shipment-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["flag-header","flag-form"]},{"id":"flag-header","component":"CardHeader","title":"Flag a Shipment for Review","subtitle":"Submit exception reports, re-route requests, or mark priority status"},{"id":"flag-form","component":"Form","name":"flag-shipment-form","buttons":"flag-buttons","fields":["flag-shipment-id-control","flag-reason-control","flag-priority-control"]},{"id":"flag-shipment-id-control","component":"FormControl","label":"Select Shipment ID","hint":"Choose an active shipment to flag","input":"flag-shipment-select"},{"id":"flag-shipment-select","component":"Select","name":"shipmentId","placeholder":"Select shipment ID...","items":["sel-shp-9102","sel-shp-8921","sel-shp-9044","sel-shp-8712","sel-shp-9230","sel-shp-9301","sel-shp-9345"]},{"id":"sel-shp-9102","component":"SelectItem","value":"SHP-9102","label":"SHP-9102 (New York -> Miami)"},{"id":"sel-shp-8921","component":"SelectItem","value":"SHP-8921","label":"SHP-8921 (Chicago -> Dallas)"},{"id":"sel-shp-9044","component":"SelectItem","value":"SHP-9044","label":"SHP-9044 (Los Angeles -> Seattle)"},{"id":"sel-shp-8712","component":"SelectItem","value":"SHP-8712","label":"SHP-8712 (Savannah -> Atlanta)"},{"id":"sel-shp-9230","component":"SelectItem","value":"SHP-9230","label":"SHP-9230 (Memphis -> Columbus)"},{"id":"sel-shp-9301","component":"SelectItem","value":"SHP-9301","label":"SHP-9301 (Denver -> Phoenix)"},{"id":"sel-shp-9345","component":"SelectItem","value":"SHP-9345","label":"SHP-9345 (Seattle -> San Francisco)"},{"id":"flag-reason-control","component":"FormControl","label":"Flag Category & Notes","hint":"Provide justification for flagging this shipment","input":"flag-reason-text"},{"id":"flag-reason-text","component":"TextArea","name":"flagNotes","placeholder":"Detail any exceptions, customer complaints, custom clearance issues, or expedited delivery requests...","rows":3},{"id":"flag-priority-control","component":"FormControl","label":"Action Level","hint":"Select priority for dispatch team","input":"flag-priority-radio"},{"id":"flag-priority-radio","component":"RadioGroup","name":"priorityLevel","defaultValue":"medium","items":["radio-priority-low","radio-priority-med","radio-priority-high"]},{"id":"radio-priority-low","component":"RadioItem","value":"low","label":"Low - Informational","description":"Log note for daily summary"},{"id":"radio-priority-med","component":"RadioItem","value":"medium","label":"Medium - Dispatch Follow-Up","description":"Notify carrier coordinator within 4 hours"},{"id":"radio-priority-high","component":"RadioItem","value":"high","label":"High - Urgent Exception","description":"Alert regional operations director immediately"},{"id":"flag-buttons","component":"Buttons","direction":"row","buttons":["btn-submit-flag"]},{"id":"btn-submit-flag","component":"Button","label":"Flag Shipment","variant":"primary","type":"destructive","size":"medium"},{"id":"followup-section","component":"Card","variant":"clear","direction":"column","gap":"s","children":["followup-label","followup-block"]},{"id":"followup-label","component":"TextContent","size":"small-heavy","text":"Quick Assistant Actions"},{"id":"followup-block","component":"FollowUpBlock","items":["follow-up-1","follow-up-2","follow-up-3"]},{"id":"follow-up-1","component":"FollowUpItem","text":"Export delay summary report for Apex Global"},{"id":"follow-up-2","component":"FollowUpItem","text":"Show cost breakdown for Chicago -> Dallas corridor"},{"id":"follow-up-3","component":"FollowUpItem","text":"Notify consignee for delayed shipment SHP-8921"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..3d88a2f8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r2.txt
@@ -0,0 +1,722 @@
+Here is the complete UI for the Logistics Coordinator Dashboard, built according to your specifications. It covers all 9 required items: real-time shipment tracking, delayed shipment callouts, key operational metrics (on-time rate, average cost), volume breakdown by carrier and over time, route search, issue flagging, and data refresh indicators.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "logistics-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F172A",
+      "agentDisplayName": "Logistics Ops Control"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "logistics-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "delayed-callout",
+          "kpi-tabs",
+          "search-filter-card",
+          "shipments-card"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-title-group",
+          "header-action-group"
+        ]
+      },
+      {
+        "id": "header-title-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "last-refreshed-text"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "text": "Logistics Command Center",
+        "level": "h2"
+      },
+      {
+        "id": "last-refreshed-text",
+        "component": "TextContent",
+        "text": "System Status: **Live** • Last refreshed: **Today at 14:32:05 EST**",
+        "size": "small"
+      },
+      {
+        "id": "header-action-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "align": "center",
+        "children": [
+          "flag-dialog",
+          "refresh-btn"
+        ]
+      },
+      {
+        "id": "flag-dialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Flag Shipment Issue",
+        "triggerVariant": "destructive",
+        "title": "Flag Shipment for Attention",
+        "description": "Submit an urgent alert or priority hold for a tracking number.",
+        "content": [
+          "flag-form"
+        ]
+      },
+      {
+        "id": "flag-form",
+        "component": "Form",
+        "name": "flagShipmentForm",
+        "fields": [
+          "flag-control-id",
+          "flag-control-reason",
+          "flag-control-notes"
+        ],
+        "buttons": "flag-form-buttons"
+      },
+      {
+        "id": "flag-control-id",
+        "component": "FormControl",
+        "label": "Shipment ID",
+        "hint": "e.g., SHP-9042",
+        "input": "flag-input-id"
+      },
+      {
+        "id": "flag-input-id",
+        "component": "Input",
+        "name": "shipmentId",
+        "placeholder": "Enter SHP reference code"
+      },
+      {
+        "id": "flag-control-reason",
+        "component": "FormControl",
+        "label": "Issue Severity / Reason",
+        "input": "flag-select-reason"
+      },
+      {
+        "id": "flag-select-reason",
+        "component": "Select",
+        "name": "reason",
+        "placeholder": "Select reason...",
+        "items": [
+          "reason-opt-1",
+          "reason-opt-2",
+          "reason-opt-3",
+          "reason-opt-4"
+        ]
+      },
+      {
+        "id": "reason-opt-1",
+        "component": "SelectItem",
+        "value": "weather",
+        "label": "Severe Weather Delay"
+      },
+      {
+        "id": "reason-opt-2",
+        "component": "SelectItem",
+        "value": "customs",
+        "label": "Customs / Border Hold"
+      },
+      {
+        "id": "reason-opt-3",
+        "component": "SelectItem",
+        "value": "damage",
+        "label": "Reported Cargo Damage"
+      },
+      {
+        "id": "reason-opt-4",
+        "component": "SelectItem",
+        "value": "mechanical",
+        "label": "Vehicle Breakdown"
+      },
+      {
+        "id": "flag-control-notes",
+        "component": "FormControl",
+        "label": "Coordinator Notes",
+        "input": "flag-textarea-notes"
+      },
+      {
+        "id": "flag-textarea-notes",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "Add action steps or details for dispatch...",
+        "rows": 3
+      },
+      {
+        "id": "flag-form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-flag-btn"
+        ]
+      },
+      {
+        "id": "submit-flag-btn",
+        "component": "Button",
+        "label": "Submit Flag",
+        "type": "destructive",
+        "variant": "primary"
+      },
+      {
+        "id": "refresh-btn",
+        "component": "Button",
+        "label": "Sync Now",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "delayed-callout",
+        "component": "Callout",
+        "variant": "error",
+        "title": "3 Active Shipments Delayed in Transit",
+        "description": "Urgent weather alerts in Midwest Corridor impacting SHP-9042 and SHP-9045. Customs hold reported on SHP-8812 in Laredo. Action required."
+      },
+      {
+        "id": "kpi-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-metrics",
+          "tab-carriers",
+          "tab-history"
+        ]
+      },
+      {
+        "id": "tab-metrics",
+        "component": "TabItem",
+        "value": "key-metrics",
+        "trigger": "Key Performance Indicators",
+        "content": [
+          "kpi-card-container"
+        ]
+      },
+      {
+        "id": "kpi-card-container",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "ontime-card",
+          "kpi-sep-1",
+          "cost-card",
+          "kpi-sep-2",
+          "active-card"
+        ]
+      },
+      {
+        "id": "ontime-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "ontime-badge-tag",
+          "ontime-val",
+          "ontime-progress",
+          "ontime-desc"
+        ]
+      },
+      {
+        "id": "ontime-badge-tag",
+        "component": "Tag",
+        "text": "This Month target: 92.0%",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "ontime-val",
+        "component": "Heading",
+        "text": "94.2% On-Time",
+        "level": "h3"
+      },
+      {
+        "id": "ontime-progress",
+        "component": "Progress",
+        "value": 94.2,
+        "label": "Monthly Fulfillment Score"
+      },
+      {
+        "id": "ontime-desc",
+        "component": "TextContent",
+        "text": "+1.8% vs. last month performance",
+        "size": "small"
+      },
+      {
+        "id": "kpi-sep-1",
+        "component": "Separator",
+        "orientation": "vertical",
+        "decorative": true
+      },
+      {
+        "id": "cost-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "cost-badge-tag",
+          "cost-val",
+          "cost-desc"
+        ]
+      },
+      {
+        "id": "cost-badge-tag",
+        "component": "Tag",
+        "text": "Budget: $1,450 / load",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "cost-val",
+        "component": "Heading",
+        "text": "$1,385 / load",
+        "level": "h3"
+      },
+      {
+        "id": "cost-desc",
+        "component": "TextContent",
+        "text": "Average cost per shipment across all modes",
+        "size": "small"
+      },
+      {
+        "id": "kpi-sep-2",
+        "component": "Separator",
+        "orientation": "vertical",
+        "decorative": true
+      },
+      {
+        "id": "active-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "active-badge-tag",
+          "active-val",
+          "active-desc"
+        ]
+      },
+      {
+        "id": "active-badge-tag",
+        "component": "Tag",
+        "text": "148 Active Moving",
+        "variant": "neutral",
+        "size": "sm"
+      },
+      {
+        "id": "active-val",
+        "component": "Heading",
+        "text": "151 Total Loads",
+        "level": "h3"
+      },
+      {
+        "id": "active-desc",
+        "component": "TextContent",
+        "text": "3 delayed, 145 on-track, 3 pending dispatch",
+        "size": "small"
+      },
+      {
+        "id": "tab-carriers",
+        "component": "TabItem",
+        "value": "carrier-split",
+        "trigger": "Carrier Volume Breakdown",
+        "content": [
+          "carrier-card"
+        ]
+      },
+      {
+        "id": "carrier-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "children": [
+          "carrier-pie",
+          "carrier-info"
+        ]
+      },
+      {
+        "id": "carrier-pie",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "weight": 1,
+        "labels": [
+          "Swift Transport",
+          "Knight Logistics",
+          "FedEx Freight",
+          "JB Hunt",
+          "Schneider National"
+        ],
+        "values": [
+          42,
+          28,
+          19,
+          14,
+          10
+        ]
+      },
+      {
+        "id": "carrier-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "carrier-info-head",
+          "carrier-info-desc"
+        ]
+      },
+      {
+        "id": "carrier-info-head",
+        "component": "CardHeader",
+        "title": "Carrier Volume Distribution",
+        "subtitle": "Current month active carrier share by total assigned loads"
+      },
+      {
+        "id": "carrier-info-desc",
+        "component": "TextContent",
+        "text": "• **Swift Transport**: 37% share (42 loads)\n• **Knight Logistics**: 25% share (28 loads)\n• **FedEx Freight**: 17% share (19 loads)\n• **JB Hunt**: 12% share (14 loads)\n• **Schneider National**: 9% share (10 loads)"
+      },
+      {
+        "id": "tab-history",
+        "component": "TabItem",
+        "value": "volume-trends",
+        "trigger": "Weekly Volume (Past 2 Months)",
+        "content": [
+          "trend-card"
+        ]
+      },
+      {
+        "id": "trend-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "trend-header",
+          "trend-bar-chart"
+        ]
+      },
+      {
+        "id": "trend-header",
+        "component": "CardHeader",
+        "title": "8-Week Shipment Volume Overview",
+        "subtitle": "Comparing completed vs. in-transit weekly volume for the last 60 days"
+      },
+      {
+        "id": "trend-bar-chart",
+        "component": "BarChart",
+        "variant": "stacked",
+        "xLabel": "Past Weeks",
+        "yLabel": "Shipment Count",
+        "labels": [
+          "W1 (7 wks ago)",
+          "W2 (6 wks ago)",
+          "W3 (5 wks ago)",
+          "W4 (4 wks ago)",
+          "W5 (3 wks ago)",
+          "W6 (2 wks ago)",
+          "W7 (Last week)",
+          "W8 (Current)"
+        ],
+        "series": [
+          "series-delivered",
+          "series-intransit"
+        ]
+      },
+      {
+        "id": "series-delivered",
+        "component": "Series",
+        "category": "Delivered",
+        "values": [
+          112,
+          125,
+          130,
+          118,
+          140,
+          135,
+          142,
+          98
+        ]
+      },
+      {
+        "id": "series-intransit",
+        "component": "Series",
+        "category": "In Transit",
+        "values": [
+          0,
+          0,
+          0,
+          4,
+          8,
+          12,
+          34,
+          50
+        ]
+      },
+      {
+        "id": "search-filter-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "search-fc-route",
+          "search-fc-status",
+          "search-filter-buttons"
+        ]
+      },
+      {
+        "id": "search-fc-route",
+        "component": "FormControl",
+        "label": "Search Route or Location",
+        "hint": "Filter by origin city, destination, or corridor",
+        "weight": 2,
+        "input": "search-input-route"
+      },
+      {
+        "id": "search-input-route",
+        "component": "Input",
+        "name": "routeQuery",
+        "placeholder": "e.g., Chicago, IL -> Dallas, TX"
+      },
+      {
+        "id": "search-fc-status",
+        "component": "FormControl",
+        "label": "Status Filter",
+        "weight": 1,
+        "input": "search-select-status"
+      },
+      {
+        "id": "search-select-status",
+        "component": "Select",
+        "name": "statusFilter",
+        "placeholder": "All Statuses",
+        "items": [
+          "status-all",
+          "status-delayed",
+          "status-ontime",
+          "status-flagged"
+        ]
+      },
+      {
+        "id": "status-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Shipments"
+      },
+      {
+        "id": "status-delayed",
+        "component": "SelectItem",
+        "value": "delayed",
+        "label": "Delayed Only"
+      },
+      {
+        "id": "status-ontime",
+        "component": "SelectItem",
+        "value": "ontime",
+        "label": "On Schedule"
+      },
+      {
+        "id": "status-flagged",
+        "component": "SelectItem",
+        "value": "flagged",
+        "label": "Flagged / Exception"
+      },
+      {
+        "id": "search-filter-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "apply-filter-btn",
+          "reset-filter-btn"
+        ]
+      },
+      {
+        "id": "apply-filter-btn",
+        "component": "Button",
+        "label": "Search Route",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "reset-filter-btn",
+        "component": "Button",
+        "label": "Clear",
+        "variant": "tertiary",
+        "size": "medium"
+      },
+      {
+        "id": "shipments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "shipments-header",
+          "shipments-table",
+          "shipments-pagination"
+        ]
+      },
+      {
+        "id": "shipments-header",
+        "component": "CardHeader",
+        "title": "Active Shipments in Transit",
+        "subtitle": "Real-time route tracking, status alerts, and coordinator controls"
+      },
+      {
+        "id": "shipments-table",
+        "component": "Table",
+        "columns": [
+          "col-id",
+          "col-origin",
+          "col-destination",
+          "col-carrier",
+          "col-eta",
+          "col-status",
+          "col-action"
+        ]
+      },
+      {
+        "id": "col-id",
+        "component": "Col",
+        "label": "Shipment ID",
+        "type": "string",
+        "data": [
+          "SHP-9042 ⚠️",
+          "SHP-9045 ⚠️",
+          "SHP-8812 ⚠️",
+          "SHP-9048",
+          "SHP-9050",
+          "SHP-9051"
+        ]
+      },
+      {
+        "id": "col-origin",
+        "component": "Col",
+        "label": "Origin",
+        "type": "string",
+        "data": [
+          "Chicago, IL",
+          "Detroit, MI",
+          "Laredo, TX",
+          "Atlanta, GA",
+          "Los Angeles, CA",
+          "Seattle, WA"
+        ]
+      },
+      {
+        "id": "col-destination",
+        "component": "Col",
+        "label": "Destination",
+        "type": "string",
+        "data": [
+          "Dallas, TX",
+          "Columbus, OH",
+          "Monterrey, MX",
+          "Miami, FL",
+          "Phoenix, AZ",
+          "Denver, CO"
+        ]
+      },
+      {
+        "id": "col-carrier",
+        "component": "Col",
+        "label": "Carrier",
+        "type": "string",
+        "data": [
+          "Swift Transport",
+          "Knight Logistics",
+          "FedEx Freight",
+          "JB Hunt",
+          "Swift Transport",
+          "Schneider Nat."
+        ]
+      },
+      {
+        "id": "col-eta",
+        "component": "Col",
+        "label": "ETA",
+        "type": "string",
+        "data": [
+          "Today, 18:00 (Late +4h)",
+          "Tomorrow, 09:30 (Late +6h)",
+          "Oct 26, 12:00 (Customs Hold)",
+          "Today, 16:30 (On Time)",
+          "Oct 25, 11:00 (On Time)",
+          "Oct 25, 15:45 (On Time)"
+        ]
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "DELAYED - Weather Alert",
+          "DELAYED - Mechanical",
+          "DELAYED - Customs Hold",
+          "ON SCHEDULE - In Transit",
+          "ON SCHEDULE - In Transit",
+          "ON SCHEDULE - In Transit"
+        ]
+      },
+      {
+        "id": "col-action",
+        "component": "Col",
+        "label": "Manage",
+        "type": "action",
+        "data": [
+          "Flag Issue",
+          "Flag Issue",
+          "Flag Issue",
+          "Details",
+          "Details",
+          "Details"
+        ]
+      },
+      {
+        "id": "shipments-pagination",
+        "component": "PaginationBlock",
+        "currentPage": 1,
+        "totalPages": 5
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..fda5086eb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r3.txt
@@ -0,0 +1,9 @@
+Here is a comprehensive logistics coordinator dashboard displaying live metrics, shipment statuses, carrier splits, and route filtering options.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations Control"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header-card","stats-row","charts-row","shipments-card","follow-ups"]},{"id":"header-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["header-top-row","header-subtext"]},{"id":"header-top-row","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-heading","refresh-badge"]},{"id":"header-heading","component":"Heading","level":"h2","text":"Logistics Operations Dashboard"},{"id":"refresh-badge","component":"Badge","text":"Last refreshed: Today, 10:42 AM","variant":"secondary"},{"id":"header-subtext","component":"TextContent","size":"small","text":"Real-time fleet tracking, performance analytics, and shipment management."},{"id":"stats-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["stat-card-1","stat-card-2","stat-card-3","stat-card-4"]},{"id":"stat-card-1","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-1-title","stat-1-val","stat-1-tag"]},{"id":"stat-1-title","component":"TextContent","size":"small","text":"On-Time Delivery Rate"},{"id":"stat-1-val","component":"Heading","level":"h3","text":"94.2%"},{"id":"stat-1-tag","component":"Tag","text":"+1.8% vs last month","variant":"success","size":"sm"},{"id":"stat-card-2","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-2-title","stat-2-val","stat-2-tag"]},{"id":"stat-2-title","component":"TextContent","size":"small","text":"Avg. Cost per Shipment"},{"id":"stat-2-val","component":"Heading","level":"h3","text":"$1,245"},{"id":"stat-2-tag","component":"Tag","text":"-$38 trend","variant":"success","size":"sm"},{"id":"stat-card-3","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-3-title","stat-3-val","stat-3-tag"]},{"id":"stat-3-title","component":"TextContent","size":"small","text":"Active Shipments"},{"id":"stat-3-val","component":"Heading","level":"h3","text":"148 total"},{"id":"stat-3-tag","component":"Tag","text":"12 In Transit","variant":"info","size":"sm"},{"id":"stat-card-4","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-4-title","stat-4-val","stat-4-tag"]},{"id":"stat-4-title","component":"TextContent","size":"small","text":"Delayed Shipments"},{"id":"stat-4-val","component":"Heading","level":"h3","text":"3 Critical"},{"id":"stat-4-tag","component":"Tag","text":"Requires Flag/Action","variant":"danger","size":"sm"},{"id":"charts-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["chart-card-volume","chart-card-carrier"]},{"id":"chart-card-volume","component":"Card","variant":"card","direction":"column","gap":"s","children":["volume-chart-header","volume-bar-chart"]},{"id":"volume-chart-header","component":"CardHeader","title":"Weekly Shipment Volume (Past 8 Weeks)","subtitle":"Total completed and in-transit shipments per week"},{"id":"volume-bar-chart","component":"BarChart","xLabel":"Week","yLabel":"Shipments","labels":["W1 (7 wks ago)","W2 (6 wks ago)","W3 (5 wks ago)","W4 (4 wks ago)","W5 (3 wks ago)","W6 (2 wks ago)","W7 (Last wk)","W8 (Current)"],"series":["volume-series-data"]},{"id":"volume-series-data","component":"Series","category":"Volume","values":[320,345,310,380,405,390,420,415]},{"id":"chart-card-carrier","component":"Card","variant":"card","direction":"column","gap":"s","children":["carrier-chart-header","carrier-pie-chart"]},{"id":"carrier-chart-header","component":"CardHeader","title":"Volume Split by Carrier","subtitle":"Percentage distribution of current shipments"},{"id":"carrier-pie-chart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Swift Transport","Apex Logistics","Global Freight","Nordic Cargo","Eagle Express"],"values":[35,25,20,12,8]},{"id":"shipments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["shipments-header","delay-alert","search-filter-form","shipments-table","action-buttons"]},{"id":"shipments-header","component":"CardHeader","title":"Shipments in Transit","subtitle":"Live tracking status across active routes"},{"id":"delay-alert","component":"Alert","variant":"warning","title":"Delayed Shipments Callout","description":"3 shipments are currently experiencing delays due to weather disruptions on the Midwest corridor. Review flagged items below."},{"id":"search-filter-form","component":"Form","name":"route-search-form","buttons":"search-buttons","fields":["route-input","status-select"]},{"id":"route-input","component":"FormControl","label":"Search by Route or City","input":"route-text-input","hint":"e.g. Chicago, Seattle, LAX -> JFK"},{"id":"route-text-input","component":"Input","name":"routeQuery","placeholder":"Enter origin or destination...","type":"text"},{"id":"status-select","component":"FormControl","label":"Filter Status","input":"status-select-input"},{"id":"status-select-input","component":"Select","name":"statusFilter","placeholder":"All Statuses","items":["status-opt-all","status-opt-transit","status-opt-delayed","status-opt-delivered"]},{"id":"status-opt-all","component":"SelectItem","value":"all","label":"All Statuses"},{"id":"status-opt-transit","component":"SelectItem","value":"in_transit","label":"In Transit (On-Time)"},{"id":"status-opt-delayed","component":"SelectItem","value":"delayed","label":"Delayed"},{"id":"status-opt-delivered","component":"SelectItem","value":"delivered","label":"Delivered"},{"id":"search-buttons","component":"Buttons","direction":"row","buttons":["btn-search","btn-reset"]},{"id":"btn-search","component":"Button","label":"Filter Routes","variant":"primary","size":"medium"},{"id":"btn-reset","component":"Button","label":"Clear","variant":"tertiary","size":"medium"},{"id":"shipments-table","component":"Table","columns":["col-id","col-origin","col-dest","col-carrier","col-eta","col-status","col-flag"]},{"id":"col-id","component":"Col","label":"Tracking ID","type":"string","data":["#SHP-9041","#SHP-9042","#SHP-9043","#SHP-9044","#SHP-9045","#SHP-9046"]},{"id":"col-origin","component":"Col","label":"Origin","type":"string","data":["Port of Seattle, WA","Chicago Hub, IL","Dallas Fort Worth, TX","Los Angeles, CA","Atlanta Logistics Ctr, GA","Miami Gateway, FL"]},{"id":"col-dest","component":"Col","label":"Destination","type":"string","data":["Minneapolis, MN","New York, NY","Denver, CO","Phoenix, AZ","Chicago Hub, IL","New York, NY"]},{"id":"col-carrier","component":"Col","label":"Carrier","type":"string","data":["Swift Transport","Apex Logistics","Global Freight","Eagle Express","Nordic Cargo","Apex Logistics"]},{"id":"col-eta","component":"Col","label":"ETA","type":"string","data":["Today, 4:00 PM","Delayed (+18h)","Tomorrow, 10:00 AM","Today, 8:30 PM","Delayed (+24h)","Oct 28, 2:00 PM"]},{"id":"col-status","component":"Col","label":"Status","type":"string","data":["In Transit","DELAYED - Weather","In Transit","In Transit","DELAYED - Mechanical","In Transit"]},{"id":"col-flag","component":"Col","label":"Flag Issue","type":"action","data":["Flag Shipment","Flagged","Flag Shipment","Flag Shipment","Flagged","Flag Shipment"]},{"id":"action-buttons","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["flag-hint","bulk-flag-button"]},{"id":"flag-hint","component":"TextContent","size":"small","text":"* Select 'Flag Shipment' in any row to notify regional dispatches and escalate monitoring."},{"id":"bulk-flag-button","component":"Button","label":"Flag Selected Shipments","variant":"secondary","size":"small"},{"id":"follow-ups","component":"FollowUpBlock","items":["fu-1","fu-2","fu-3"]},{"id":"fu-1","component":"FollowUpItem","text":"Show detailed delay analysis for Chicago route"},{"id":"fu-2","component":"FollowUpItem","text":"Export carrier performance summary to CSV"},{"id":"fu-3","component":"FollowUpItem","text":"View historical cost breakdown by carrier"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..619af2d1c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-freight__r4.txt
@@ -0,0 +1,618 @@
+Here is a interactive logistics dashboard for managing shipments, performance metrics, and carrier distributions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "Logistics Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "delay-alert-callout",
+            "search-filter-card",
+            "shipments-table-card",
+            "analytics-tabs-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-block",
+            "refresh-badge"
+          ]
+        },
+        {
+          "id": "header-title-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Logistics Operations Control"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time fleet status, route tracking, and performance analytics"
+        },
+        {
+          "id": "refresh-badge",
+          "component": "Tag",
+          "text": "Last Refreshed: Today, 14:32:05 UTC",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-ontime-card",
+            "kpi-cost-card",
+            "kpi-active-card"
+          ]
+        },
+        {
+          "id": "kpi-ontime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "kpi-ontime-header",
+            "kpi-ontime-value",
+            "kpi-ontime-progress"
+          ]
+        },
+        {
+          "id": "kpi-ontime-header",
+          "component": "CardHeader",
+          "title": "On-Time Delivery Rate",
+          "subtitle": "Current Month Performance"
+        },
+        {
+          "id": "kpi-ontime-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "94.2%"
+        },
+        {
+          "id": "kpi-ontime-progress",
+          "component": "Progress",
+          "value": 94,
+          "label": "Target: 95.0%"
+        },
+        {
+          "id": "kpi-cost-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "kpi-cost-header",
+            "kpi-cost-value",
+            "kpi-cost-desc"
+          ]
+        },
+        {
+          "id": "kpi-cost-header",
+          "component": "CardHeader",
+          "title": "Avg Cost / Shipment",
+          "subtitle": "30-Day Moving Average"
+        },
+        {
+          "id": "kpi-cost-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$1,248"
+        },
+        {
+          "id": "kpi-cost-desc",
+          "component": "TextContent",
+          "size": "small",
+          "text": "↓ 3.1% decrease vs last month ($1,288)"
+        },
+        {
+          "id": "kpi-active-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "kpi-active-header",
+            "kpi-active-value",
+            "kpi-active-badge"
+          ]
+        },
+        {
+          "id": "kpi-active-header",
+          "component": "CardHeader",
+          "title": "Active Shipments",
+          "subtitle": "Currently in transit"
+        },
+        {
+          "id": "kpi-active-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "1,420"
+        },
+        {
+          "id": "kpi-active-badge",
+          "component": "Tag",
+          "text": "2 Alerted Delays",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "delay-alert-callout",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Action Required: 2 Shipments Delayed",
+          "description": "Shipment #SH-8092 (Chicago → Houston) delayed by severe weather (+18h). Shipment #SH-9104 (Seattle → Los Angeles) delayed due to mechanical inspection (+6h). Contact dispatch or flag for priority escalation."
+        },
+        {
+          "id": "search-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": [
+            "route-search-control",
+            "status-select-control",
+            "search-buttons"
+          ]
+        },
+        {
+          "id": "route-search-control",
+          "component": "FormControl",
+          "label": "Search by Route / Location",
+          "hint": "e.g., Chicago, Los Angeles, SH-8092",
+          "input": "route-search-input",
+          "weight": 2
+        },
+        {
+          "id": "route-search-input",
+          "component": "Input",
+          "name": "routeQuery",
+          "placeholder": "Enter origin, destination, or tracking ID..."
+        },
+        {
+          "id": "status-select-control",
+          "component": "FormControl",
+          "label": "Filter Status",
+          "input": "status-select",
+          "weight": 1
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All Statuses",
+          "items": [
+            "status-item-all",
+            "status-item-ontime",
+            "status-item-delayed",
+            "status-item-delivered"
+          ]
+        },
+        {
+          "id": "status-item-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Statuses"
+        },
+        {
+          "id": "status-item-ontime",
+          "component": "SelectItem",
+          "value": "ontime",
+          "label": "On Schedule"
+        },
+        {
+          "id": "status-item-delayed",
+          "component": "SelectItem",
+          "value": "delayed",
+          "label": "Delayed"
+        },
+        {
+          "id": "status-item-delivered",
+          "component": "SelectItem",
+          "value": "delivered",
+          "label": "Delivered"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "filter-apply-btn",
+            "flag-dialog-trigger"
+          ]
+        },
+        {
+          "id": "filter-apply-btn",
+          "component": "Button",
+          "label": "Filter Routes",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "flag-dialog-trigger",
+          "component": "DialogBlock",
+          "triggerLabel": "Flag / Escalate Shipment",
+          "triggerVariant": "destructive",
+          "title": "Flag Shipment for Attention",
+          "description": "Submit an urgent flag or operational note to the dispatch team.",
+          "content": [
+            "flag-form"
+          ]
+        },
+        {
+          "id": "flag-form",
+          "component": "Form",
+          "name": "flagShipmentForm",
+          "fields": [
+            "flag-shipment-id-control",
+            "flag-reason-control",
+            "flag-notes-control"
+          ],
+          "buttons": "flag-form-buttons"
+        },
+        {
+          "id": "flag-shipment-id-control",
+          "component": "FormControl",
+          "label": "Shipment ID",
+          "input": "flag-shipment-id-input"
+        },
+        {
+          "id": "flag-shipment-id-input",
+          "component": "Input",
+          "name": "shipmentId",
+          "placeholder": "e.g. SH-8092"
+        },
+        {
+          "id": "flag-reason-control",
+          "component": "FormControl",
+          "label": "Flag Reason",
+          "input": "flag-reason-select"
+        },
+        {
+          "id": "flag-reason-select",
+          "component": "Select",
+          "name": "flagReason",
+          "placeholder": "Select issue...",
+          "items": [
+            "reason-weather",
+            "reason-breakdown",
+            "reason-customs",
+            "reason-customer"
+          ]
+        },
+        {
+          "id": "reason-weather",
+          "component": "SelectItem",
+          "value": "weather",
+          "label": "Weather Delay"
+        },
+        {
+          "id": "reason-breakdown",
+          "component": "SelectItem",
+          "value": "breakdown",
+          "label": "Mechanical Breakdown"
+        },
+        {
+          "id": "reason-customs",
+          "component": "SelectItem",
+          "value": "customs",
+          "label": "Customs Hold"
+        },
+        {
+          "id": "reason-customer",
+          "component": "SelectItem",
+          "value": "customer",
+          "label": "Customer Escalation"
+        },
+        {
+          "id": "flag-notes-control",
+          "component": "FormControl",
+          "label": "Notes / Action Plan",
+          "input": "flag-notes-textarea"
+        },
+        {
+          "id": "flag-notes-textarea",
+          "component": "TextArea",
+          "name": "flagNotes",
+          "placeholder": "Describe required rerouting or follow-up...",
+          "rows": 3
+        },
+        {
+          "id": "flag-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-flag-btn"
+          ]
+        },
+        {
+          "id": "submit-flag-btn",
+          "component": "Button",
+          "label": "Submit Flag",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "shipments-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "table-header",
+            "shipments-table",
+            "table-pagination"
+          ]
+        },
+        {
+          "id": "table-header",
+          "component": "CardHeader",
+          "title": "In-Transit Shipments",
+          "subtitle": "Live tracking and active status updates across all carriers"
+        },
+        {
+          "id": "shipments-table",
+          "component": "Table",
+          "columns": [
+            "col-id",
+            "col-origin",
+            "col-destination",
+            "col-carrier",
+            "col-eta",
+            "col-status",
+            "col-action"
+          ]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Tracking ID",
+          "type": "string",
+          "data": [
+            "SH-8092",
+            "SH-9104",
+            "SH-7721",
+            "SH-6540",
+            "SH-4432"
+          ]
+        },
+        {
+          "id": "col-origin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": [
+            "Chicago, IL",
+            "Seattle, WA",
+            "Atlanta, GA",
+            "Dallas, TX",
+            "New York, NY"
+          ]
+        },
+        {
+          "id": "col-destination",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": [
+            "Houston, TX",
+            "Los Angeles, CA",
+            "Miami, FL",
+            "Denver, CO",
+            "Toronto, ON"
+          ]
+        },
+        {
+          "id": "col-carrier",
+          "component": "Col",
+          "label": "Carrier",
+          "type": "string",
+          "data": [
+            "Swift Logistics",
+            "Apex Express",
+            "FreightCo",
+            "LogiTrans",
+            "Apex Express"
+          ]
+        },
+        {
+          "id": "col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": [
+            "Oct 25, 18:00 (Delayed +18h)",
+            "Oct 24, 22:30 (Delayed +6h)",
+            "Oct 24, 14:00 (On Time)",
+            "Oct 25, 09:15 (On Time)",
+            "Oct 26, 11:00 (On Time)"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "🚨 DELAYED - Severe Weather",
+            "🚨 DELAYED - Mechanical",
+            "✅ ON SCHEDULE",
+            "✅ ON SCHEDULE",
+            "✅ ON SCHEDULE"
+          ]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Flag Status",
+          "type": "string",
+          "data": [
+            "🚩 Flagged (High Priority)",
+            "🚩 Flagged (Medium)",
+            "Normal",
+            "Normal",
+            "Normal"
+          ]
+        },
+        {
+          "id": "table-pagination",
+          "component": "PaginationBlock",
+          "currentPage": 1,
+          "totalPages": 28
+        },
+        {
+          "id": "analytics-tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "analytics-tabs"
+          ]
+        },
+        {
+          "id": "analytics-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-volume-trend",
+            "tab-carrier-split"
+          ]
+        },
+        {
+          "id": "tab-volume-trend",
+          "component": "TabItem",
+          "value": "volume-trend",
+          "trigger": "Weekly Volume (Past 2 Months)",
+          "content": [
+            "volume-chart-header",
+            "weekly-volume-chart"
+          ]
+        },
+        {
+          "id": "volume-chart-header",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Total shipment volume per week over the last 8 weeks (in thousands of units)."
+        },
+        {
+          "id": "weekly-volume-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Week",
+          "yLabel": "Volume (Shipments)",
+          "labels": [
+            "Wk 1 (Sep 1)",
+            "Wk 2 (Sep 8)",
+            "Wk 3 (Sep 15)",
+            "Wk 4 (Sep 22)",
+            "Wk 5 (Sep 29)",
+            "Wk 6 (Oct 6)",
+            "Wk 7 (Oct 13)",
+            "Wk 8 (Oct 20)"
+          ],
+          "series": [
+            "series-weekly-shipments"
+          ]
+        },
+        {
+          "id": "series-weekly-shipments",
+          "component": "Series",
+          "category": "Total Volume",
+          "values": [
+            1250,
+            1380,
+            1420,
+            1310,
+            1490,
+            1550,
+            1610,
+            1580
+          ]
+        },
+        {
+          "id": "tab-carrier-split",
+          "component": "TabItem",
+          "value": "carrier-split",
+          "trigger": "Volume Split by Carrier",
+          "content": [
+            "carrier-chart-header",
+            "carrier-split-chart"
+          ]
+        },
+        {
+          "id": "carrier-chart-header",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Distribution of total active shipments by contracted carrier."
+        },
+        {
+          "id": "carrier-split-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Apex Express",
+            "Swift Logistics",
+            "FreightCo",
+            "LogiTrans",
+            "Others"
+          ],
+          "values": [
+            35,
+            28,
+            20,
+            12,
+            5
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..8bbff041d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r1.txt
@@ -0,0 +1,730 @@
+Here is a comprehensive HR hiring dashboard showing current headcount, pipeline stages, open roles, analytics, and actions to open a new requisition.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "HR Analytics Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-text",
+            "open-role-dialog"
+          ]
+        },
+        {
+          "id": "header-text",
+          "component": "CardHeader",
+          "title": "Hiring & Headcount Dashboard",
+          "subtitle": "Overview of active recruitment, pipeline metrics, and workforce analytics"
+        },
+        {
+          "id": "open-role-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Create Requisition",
+          "description": "Fill out the details below to open a new job position.",
+          "content": [
+            "new-role-form"
+          ]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "create-role-form",
+          "fields": [
+            "field-title",
+            "field-dept",
+            "field-type",
+            "field-notes"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Job Title",
+          "hint": "e.g., Senior Backend Engineer",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "jobTitle",
+          "placeholder": "Enter job title",
+          "type": "text"
+        },
+        {
+          "id": "field-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": [
+            "dept-eng",
+            "dept-prod",
+            "dept-sales",
+            "dept-mktg",
+            "dept-hr",
+            "dept-ops"
+          ]
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-prod",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product & Design"
+        },
+        {
+          "id": "dept-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales & Revenue"
+        },
+        {
+          "id": "dept-mktg",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "dept-hr",
+          "component": "SelectItem",
+          "value": "people",
+          "label": "People / HR"
+        },
+        {
+          "id": "dept-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "field-type",
+          "component": "FormControl",
+          "label": "Employment Type",
+          "input": "radio-type"
+        },
+        {
+          "id": "radio-type",
+          "component": "RadioGroup",
+          "name": "employmentType",
+          "defaultValue": "full-time",
+          "items": [
+            "type-ft",
+            "type-pt",
+            "type-contract"
+          ]
+        },
+        {
+          "id": "type-ft",
+          "component": "RadioItem",
+          "label": "Full-Time",
+          "description": "Standard permanent position",
+          "value": "full-time"
+        },
+        {
+          "id": "type-pt",
+          "component": "RadioItem",
+          "label": "Part-Time",
+          "description": "Less than 30 hrs/week",
+          "value": "part-time"
+        },
+        {
+          "id": "type-contract",
+          "component": "RadioItem",
+          "label": "Contractor",
+          "description": "Fixed duration engagement",
+          "value": "contractor"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Requisition Justification & Notes",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Provide context or budget details for this opening...",
+          "rows": 3
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-role"
+          ]
+        },
+        {
+          "id": "btn-submit-role",
+          "component": "Button",
+          "label": "Submit Requisition",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": [
+            "kpi-1",
+            "kpi-2",
+            "kpi-3",
+            "kpi-4"
+          ]
+        },
+        {
+          "id": "kpi-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-1-title",
+            "kpi-1-val",
+            "kpi-1-sub"
+          ]
+        },
+        {
+          "id": "kpi-1-title",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "kpi-1-val",
+          "component": "Heading",
+          "text": "248",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-1-sub",
+          "component": "Tag",
+          "text": "+12 this quarter",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-2-title",
+            "kpi-2-val",
+            "kpi-2-sub"
+          ]
+        },
+        {
+          "id": "kpi-2-title",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "kpi-2-val",
+          "component": "Heading",
+          "text": "14",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-2-sub",
+          "component": "Tag",
+          "text": "6 departments",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-3-title",
+            "kpi-3-val",
+            "kpi-3-sub"
+          ]
+        },
+        {
+          "id": "kpi-3-title",
+          "component": "TextContent",
+          "text": "Avg Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "kpi-3-val",
+          "component": "Heading",
+          "text": "34 days",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-3-sub",
+          "component": "Tag",
+          "text": "-3 days vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-4",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-4-title",
+            "kpi-4-val",
+            "kpi-4-sub"
+          ]
+        },
+        {
+          "id": "kpi-4-title",
+          "component": "TextContent",
+          "text": "Interviews This Week",
+          "size": "small"
+        },
+        {
+          "id": "kpi-4-val",
+          "component": "Heading",
+          "text": "28",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-4-sub",
+          "component": "Tag",
+          "text": "9 final rounds",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-pipeline",
+            "tab-roles",
+            "tab-schedule",
+            "tab-analytics"
+          ]
+        },
+        {
+          "id": "tab-pipeline",
+          "component": "TabItem",
+          "value": "pipeline",
+          "trigger": "Candidate Pipeline",
+          "content": [
+            "pipeline-card"
+          ]
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "pipeline-header",
+            "pipeline-chart",
+            "pipeline-summary"
+          ]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidates by Pipeline Stage",
+          "subtitle": "Active candidate distribution across all open requisitions"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "BarChart",
+          "labels": [
+            "Sourced / Applied",
+            "Screening",
+            "Technical / Team",
+            "Final Interview",
+            "Offer Extended"
+          ],
+          "series": [
+            "series-pipeline-candidates"
+          ],
+          "xLabel": "Stage",
+          "yLabel": "Candidates"
+        },
+        {
+          "id": "series-pipeline-candidates",
+          "component": "Series",
+          "category": "Active Candidates",
+          "values": [
+            142,
+            68,
+            34,
+            12,
+            5
+          ]
+        },
+        {
+          "id": "pipeline-summary",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Pipeline Velocity Alert",
+          "description": "5 offers are pending candidate response. Final interview stage has increased by 25% compared to last week."
+        },
+        {
+          "id": "tab-roles",
+          "component": "TabItem",
+          "value": "roles",
+          "trigger": "Open Roles (14)",
+          "content": [
+            "roles-card"
+          ]
+        },
+        {
+          "id": "roles-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "roles-header",
+            "roles-table"
+          ]
+        },
+        {
+          "id": "roles-header",
+          "component": "CardHeader",
+          "title": "Active Open Positions",
+          "subtitle": "Currently open requisitions, assigned department, and current stage"
+        },
+        {
+          "id": "roles-table",
+          "component": "Table",
+          "columns": [
+            "col-role-title",
+            "col-role-dept",
+            "col-role-candidates",
+            "col-role-days",
+            "col-role-status"
+          ]
+        },
+        {
+          "id": "col-role-title",
+          "component": "Col",
+          "label": "Role Title",
+          "type": "string",
+          "data": [
+            "Sr. Staff Backend Engineer",
+            "Lead Product Designer",
+            "Account Executive - Enterprise",
+            "HR Operations Manager",
+            "Senior Data Scientist",
+            "Product Marketing Lead"
+          ]
+        },
+        {
+          "id": "col-role-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Engineering",
+            "Product & Design",
+            "Sales",
+            "People / HR",
+            "Engineering",
+            "Marketing"
+          ]
+        },
+        {
+          "id": "col-role-candidates",
+          "component": "Col",
+          "label": "Active Candidates",
+          "type": "number",
+          "data": [
+            28,
+            19,
+            42,
+            14,
+            22,
+            16
+          ]
+        },
+        {
+          "id": "col-role-days",
+          "component": "Col",
+          "label": "Days Open",
+          "type": "number",
+          "data": [
+            42,
+            18,
+            12,
+            25,
+            38,
+            8
+          ]
+        },
+        {
+          "id": "col-role-status",
+          "component": "Col",
+          "label": "Top Stage",
+          "type": "string",
+          "data": [
+            "Offer Extended",
+            "Final Interview",
+            "Screening",
+            "Technical Review",
+            "Final Interview",
+            "Sourced"
+          ]
+        },
+        {
+          "id": "tab-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "Interviews Scheduled",
+          "content": [
+            "schedule-card"
+          ]
+        },
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "schedule-header",
+            "schedule-list"
+          ]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "Scheduled for This Week (28 Total)",
+          "subtitle": "Upcoming candidate interactions and interview panels"
+        },
+        {
+          "id": "schedule-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "int-item-1",
+            "int-item-2",
+            "int-item-3",
+            "int-item-4"
+          ]
+        },
+        {
+          "id": "int-item-1",
+          "component": "ListItem",
+          "title": "Alex Rivera — Sr. Staff Backend Engineer",
+          "subtitle": "Today, 2:00 PM • Executive Cultural Fit Panel • Interviewers: CTO, VP Eng",
+          "actionLabel": "Confirmed"
+        },
+        {
+          "id": "int-item-2",
+          "component": "ListItem",
+          "title": "Morgan Chen — Lead Product Designer",
+          "subtitle": "Tomorrow, 10:30 AM • Portfolio Presentation • Interviewers: Design Director, Sr. PM",
+          "actionLabel": "Confirmed"
+        },
+        {
+          "id": "int-item-3",
+          "component": "ListItem",
+          "title": "Sarah Jenkins — Account Executive",
+          "subtitle": "Thursday, 1:00 PM • Mock Sales Pitch • Interviewers: VP Sales",
+          "actionLabel": "Pending Prep"
+        },
+        {
+          "id": "int-item-4",
+          "component": "ListItem",
+          "title": "David Kalu — Senior Data Scientist",
+          "subtitle": "Friday, 11:00 AM • Technical System Design • Interviewers: Lead Data Architect",
+          "actionLabel": "Confirmed"
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Headcount & Attrition Analytics",
+          "content": [
+            "analytics-card"
+          ]
+        },
+        {
+          "id": "analytics-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "dept-split-section",
+            "separator-analytics",
+            "attrition-section"
+          ]
+        },
+        {
+          "id": "dept-split-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "dept-split-header",
+            "dept-split-chart"
+          ]
+        },
+        {
+          "id": "dept-split-header",
+          "component": "CardHeader",
+          "title": "Headcount Split by Department",
+          "subtitle": "Distribution of 248 total current employees"
+        },
+        {
+          "id": "dept-split-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Engineering",
+            "Sales & Revenue",
+            "Product & Design",
+            "Marketing",
+            "Operations & Finance",
+            "People / HR"
+          ],
+          "values": [
+            98,
+            54,
+            32,
+            26,
+            23,
+            15
+          ]
+        },
+        {
+          "id": "separator-analytics",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attrition-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "attrition-header",
+            "attrition-chart",
+            "attrition-note"
+          ]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition Over Past 6 Months",
+          "subtitle": "Monthly departed headcount (Voluntary vs Involuntary)"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "labels": [
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct"
+          ],
+          "series": [
+            "series-attrition-vol",
+            "series-attrition-invol"
+          ],
+          "xLabel": "Month",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "series-attrition-vol",
+          "component": "Series",
+          "category": "Voluntary Turnover",
+          "values": [
+            3,
+            2,
+            4,
+            2,
+            1,
+            2
+          ]
+        },
+        {
+          "id": "series-attrition-invol",
+          "component": "Series",
+          "category": "Involuntary Turnover",
+          "values": [
+            1,
+            0,
+            1,
+            1,
+            0,
+            1
+          ]
+        },
+        {
+          "id": "attrition-note",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "6-Month Retention Rate: 96.4%",
+          "description": "Annualized turnover remains well below the industry benchmark of 12%."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..93cb07dd7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r2.txt
@@ -0,0 +1,896 @@
+Here is a comprehensive HR Lead Hiring Overview dashboard that incorporates all required metrics, charts, pipeline stages, upcoming interviews, and action items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "HR Analytics Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-container",
+            "follow-up-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "header-separator",
+            "header-sub-text"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-group",
+            "open-role-dialog"
+          ]
+        },
+        {
+          "id": "header-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-heading",
+            "header-badge-row"
+          ]
+        },
+        {
+          "id": "header-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "HR & Hiring Overview"
+        },
+        {
+          "id": "header-badge-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "xs",
+          "align": "center",
+          "children": [
+            "badge-q3",
+            "badge-active"
+          ]
+        },
+        {
+          "id": "badge-q3",
+          "component": "Badge",
+          "text": "Q3 Hiring Plan",
+          "variant": "default"
+        },
+        {
+          "id": "badge-active",
+          "component": "Tag",
+          "text": "12 Active Requisitions",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "open-role-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "＋ Open New Role",
+          "triggerVariant": "default",
+          "title": "Requisition Request Form",
+          "description": "Submit a request to open a new position. Approvals will be routed to Finance and HR Execs.",
+          "content": [
+            "open-role-form"
+          ]
+        },
+        {
+          "id": "open-role-form",
+          "component": "Form",
+          "name": "openNewRoleForm",
+          "fields": [
+            "form-title-control",
+            "form-dept-control",
+            "form-type-control",
+            "form-target-date-control"
+          ],
+          "buttons": "form-action-buttons"
+        },
+        {
+          "id": "form-title-control",
+          "component": "FormControl",
+          "label": "Role Title",
+          "hint": "e.g., Senior Full Stack Engineer",
+          "input": "input-role-title"
+        },
+        {
+          "id": "input-role-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "placeholder": "Enter role title..."
+        },
+        {
+          "id": "form-dept-control",
+          "component": "FormControl",
+          "label": "Department",
+          "hint": "Select the target department",
+          "input": "select-role-dept"
+        },
+        {
+          "id": "select-role-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department...",
+          "items": [
+            "dept-eng",
+            "dept-prod",
+            "dept-design",
+            "dept-sales",
+            "dept-mktg",
+            "dept-ops"
+          ]
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "label": "Engineering",
+          "value": "engineering"
+        },
+        {
+          "id": "dept-prod",
+          "component": "SelectItem",
+          "label": "Product",
+          "value": "product"
+        },
+        {
+          "id": "dept-design",
+          "component": "SelectItem",
+          "label": "Design",
+          "value": "design"
+        },
+        {
+          "id": "dept-sales",
+          "component": "SelectItem",
+          "label": "Sales & Revenue",
+          "value": "sales"
+        },
+        {
+          "id": "dept-mktg",
+          "component": "SelectItem",
+          "label": "Marketing",
+          "value": "marketing"
+        },
+        {
+          "id": "dept-ops",
+          "component": "SelectItem",
+          "label": "Operations & HR",
+          "value": "operations"
+        },
+        {
+          "id": "form-type-control",
+          "component": "FormControl",
+          "label": "Employment Type",
+          "hint": "Full-time, contract, or intern",
+          "input": "radio-employment-type"
+        },
+        {
+          "id": "radio-employment-type",
+          "component": "RadioGroup",
+          "name": "employmentType",
+          "defaultValue": "ft",
+          "items": [
+            "type-ft",
+            "type-contract"
+          ]
+        },
+        {
+          "id": "type-ft",
+          "component": "RadioItem",
+          "label": "Full-Time Permanent",
+          "value": "ft",
+          "description": "Standard salaried headcount"
+        },
+        {
+          "id": "type-contract",
+          "component": "RadioItem",
+          "label": "Contractor / Temporary",
+          "value": "contract",
+          "description": "Fixed-term or project based"
+        },
+        {
+          "id": "form-target-date-control",
+          "component": "FormControl",
+          "label": "Target Start Date",
+          "input": "date-target-start"
+        },
+        {
+          "id": "date-target-start",
+          "component": "DatePicker",
+          "name": "targetStartDate",
+          "mode": "single"
+        },
+        {
+          "id": "form-action-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-req"
+          ]
+        },
+        {
+          "id": "btn-submit-req",
+          "component": "Button",
+          "label": "Submit Requisition for Approval",
+          "variant": "primary"
+        },
+        {
+          "id": "header-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "header-sub-text",
+          "component": "TextContent",
+          "text": "Real-time dashboard monitoring organizational growth, recruitment pipelines, and staffing trends.",
+          "size": "small"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-headcount",
+            "kpi-open-roles",
+            "kpi-time-to-hire",
+            "kpi-attrition"
+          ]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-headcount-label",
+            "kpi-headcount-val",
+            "kpi-headcount-sub"
+          ]
+        },
+        {
+          "id": "kpi-headcount-label",
+          "component": "Label",
+          "text": "Current Headcount"
+        },
+        {
+          "id": "kpi-headcount-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "482"
+        },
+        {
+          "id": "kpi-headcount-sub",
+          "component": "Tag",
+          "text": "+14 this quarter",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-open-roles",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-open-label",
+            "kpi-open-val",
+            "kpi-open-sub"
+          ]
+        },
+        {
+          "id": "kpi-open-label",
+          "component": "Label",
+          "text": "Open Requisitions"
+        },
+        {
+          "id": "kpi-open-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "12"
+        },
+        {
+          "id": "kpi-open-sub",
+          "component": "Tag",
+          "text": " Across 5 Departments",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-time-to-hire",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-tth-label",
+            "kpi-tth-val",
+            "kpi-tth-sub"
+          ]
+        },
+        {
+          "id": "kpi-tth-label",
+          "component": "Label",
+          "text": "Avg Time to Hire"
+        },
+        {
+          "id": "kpi-tth-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "34 Days"
+        },
+        {
+          "id": "kpi-tth-sub",
+          "component": "Tag",
+          "text": "↓ 4 days vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-attrition",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-attr-label",
+            "kpi-attr-val",
+            "kpi-attr-sub"
+          ]
+        },
+        {
+          "id": "kpi-attr-label",
+          "component": "Label",
+          "text": "6-Mo Attrition Rate"
+        },
+        {
+          "id": "kpi-attr-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3.8%"
+        },
+        {
+          "id": "kpi-attr-sub",
+          "component": "Tag",
+          "text": "Industry avg: 5.2%",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-pipeline",
+            "tab-roles",
+            "tab-interviews",
+            "tab-headcount-attrition"
+          ]
+        },
+        {
+          "id": "tab-pipeline",
+          "component": "TabItem",
+          "value": "pipeline",
+          "trigger": "Candidate Pipeline",
+          "content": [
+            "card-pipeline-content"
+          ]
+        },
+        {
+          "id": "card-pipeline-content",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "pipeline-header",
+            "pipeline-chart",
+            "pipeline-callout"
+          ]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidates at Each Pipeline Stage",
+          "subtitle": "Total active candidates in pipeline: 184"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Number of Candidates",
+          "yLabel": "Pipeline Stage",
+          "labels": [
+            "Sourced / Applied",
+            "Screening Call",
+            "Technical / Functional",
+            "HM / Culture Fit",
+            "Offer Stage"
+          ],
+          "series": [
+            "pipeline-series"
+          ]
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Active Candidates",
+          "values": [
+            82,
+            45,
+            31,
+            18,
+            8
+          ]
+        },
+        {
+          "id": "pipeline-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Pipeline Bottleneck Alert",
+          "description": "Technical interview conversion is down 8% this month. Consider reviewing the tech assessment criteria with Hiring Managers."
+        },
+        {
+          "id": "tab-roles",
+          "component": "TabItem",
+          "value": "roles",
+          "trigger": "Open Roles (12)",
+          "content": [
+            "card-roles-content"
+          ]
+        },
+        {
+          "id": "card-roles-content",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "roles-header",
+            "open-roles-table"
+          ]
+        },
+        {
+          "id": "roles-header",
+          "component": "CardHeader",
+          "title": "Active Open Positions",
+          "subtitle": "Breakdown of currently unfulfilled requisitions and target departments"
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": [
+            "col-role-title",
+            "col-role-dept",
+            "col-role-priority",
+            "col-role-days",
+            "col-role-applicants"
+          ]
+        },
+        {
+          "id": "col-role-title",
+          "component": "Col",
+          "label": "Position Title",
+          "type": "string",
+          "data": [
+            "Staff Backend Engineer",
+            "Senior Frontend Developer",
+            "Product Designer (Design Systems)",
+            "Product Manager - Growth",
+            "Enterprise Account Executive",
+            "Senior DevOps Lead",
+            "Content Marketing Manager",
+            "HR Business Partner",
+            "Data Engineer",
+            "Account Manager - EMEA",
+            "QA Automation Lead",
+            "Financial Analyst"
+          ]
+        },
+        {
+          "id": "col-role-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Engineering",
+            "Engineering",
+            "Product Design",
+            "Product",
+            "Sales",
+            "Engineering",
+            "Marketing",
+            "People & HR",
+            "Data Analytics",
+            "Sales",
+            "Engineering",
+            "Finance"
+          ]
+        },
+        {
+          "id": "col-role-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "High",
+            "Medium",
+            "High",
+            "High",
+            "Medium",
+            "High",
+            "Low",
+            "Medium",
+            "Medium",
+            "Low",
+            "Medium",
+            "Low"
+          ]
+        },
+        {
+          "id": "col-role-days",
+          "component": "Col",
+          "label": "Days Open",
+          "type": "number",
+          "data": [
+            42,
+            28,
+            35,
+            19,
+            14,
+            51,
+            12,
+            22,
+            18,
+            9,
+            31,
+            7
+          ]
+        },
+        {
+          "id": "col-role-applicants",
+          "component": "Col",
+          "label": "In Pipeline",
+          "type": "number",
+          "data": [
+            24,
+            19,
+            14,
+            28,
+            16,
+            11,
+            32,
+            15,
+            12,
+            8,
+            20,
+            11
+          ]
+        },
+        {
+          "id": "tab-interviews",
+          "component": "TabItem",
+          "value": "interviews",
+          "trigger": "Interviews Scheduled",
+          "content": [
+            "card-interviews-content"
+          ]
+        },
+        {
+          "id": "card-interviews-content",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "interviews-header",
+            "interviews-list"
+          ]
+        },
+        {
+          "id": "interviews-header",
+          "component": "CardHeader",
+          "title": "Interviews Scheduled This Week",
+          "subtitle": "14 total candidate conversations booked across all teams"
+        },
+        {
+          "id": "interviews-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "interview-1",
+            "interview-2",
+            "interview-3",
+            "interview-4",
+            "interview-5"
+          ]
+        },
+        {
+          "id": "interview-1",
+          "component": "ListItem",
+          "title": "Sarah Jenkins — Staff Backend Engineer",
+          "subtitle": "Final Round (Hiring Manager + Architecture Review) • Today, 2:00 PM - 3:30 PM • Lead: Alex Mercer",
+          "actionLabel": "View Panel"
+        },
+        {
+          "id": "interview-2",
+          "component": "ListItem",
+          "title": "Michael Chang — Product Designer",
+          "subtitle": "Portfolio Review & Case Study • Tomorrow, 10:00 AM - 11:00 AM • Lead: Elena Rostova",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "interview-3",
+          "component": "ListItem",
+          "title": "David K. — Enterprise Account Executive",
+          "subtitle": "Sales Pitch Roleplay • Wednesday, 1:30 PM - 2:30 PM • Lead: Marcus Vance",
+          "actionLabel": "View Scorecard"
+        },
+        {
+          "id": "interview-4",
+          "component": "ListItem",
+          "title": "Priya Sharma — Senior DevOps Lead",
+          "subtitle": "Technical System Design • Thursday, 11:00 AM - 12:30 PM • Lead: Tom H.",
+          "actionLabel": "View Panel"
+        },
+        {
+          "id": "interview-5",
+          "component": "ListItem",
+          "title": "Lucas Meyer — Product Manager (Growth)",
+          "subtitle": "Culture & Executive Values • Friday, 4:00 PM - 4:45 PM • Lead: Rachel Adams (VP HR)",
+          "actionLabel": "View Calendar"
+        },
+        {
+          "id": "tab-headcount-attrition",
+          "component": "TabItem",
+          "value": "headcount-attrition",
+          "trigger": "Dept Split & Attrition",
+          "content": [
+            "card-analytics-content"
+          ]
+        },
+        {
+          "id": "card-analytics-content",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "analytics-grid",
+            "attrition-section"
+          ]
+        },
+        {
+          "id": "analytics-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": [
+            "pie-chart-card",
+            "dept-breakdown-card"
+          ]
+        },
+        {
+          "id": "pie-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "pie-chart-header",
+            "dept-pie-chart"
+          ]
+        },
+        {
+          "id": "pie-chart-header",
+          "component": "CardHeader",
+          "title": "Headcount Split by Department",
+          "subtitle": "Share of total 482 employees"
+        },
+        {
+          "id": "dept-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Engineering",
+            "Sales & Revenue",
+            "Customer Support",
+            "Product & Design",
+            "Marketing",
+            "Operations & HR",
+            "Finance & Legal"
+          ],
+          "values": [
+            185,
+            110,
+            62,
+            48,
+            35,
+            24,
+            18
+          ]
+        },
+        {
+          "id": "dept-breakdown-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "dept-breakdown-header",
+            "eng-progress",
+            "sales-progress",
+            "support-progress",
+            "prod-progress",
+            "mktg-progress"
+          ]
+        },
+        {
+          "id": "dept-breakdown-header",
+          "component": "CardHeader",
+          "title": "Department Distribution Ratio",
+          "subtitle": "Percentage share of organizational footprint"
+        },
+        {
+          "id": "eng-progress",
+          "component": "Progress",
+          "label": "Engineering (38.4%)",
+          "value": 38.4
+        },
+        {
+          "id": "sales-progress",
+          "component": "Progress",
+          "label": "Sales & Revenue (22.8%)",
+          "value": 22.8
+        },
+        {
+          "id": "support-progress",
+          "component": "Progress",
+          "label": "Customer Support (12.8%)",
+          "value": 12.8
+        },
+        {
+          "id": "prod-progress",
+          "component": "Progress",
+          "label": "Product & Design (10.0%)",
+          "value": 10.0
+        },
+        {
+          "id": "mktg-progress",
+          "component": "Progress",
+          "label": "Marketing (7.3%)",
+          "value": 7.3
+        },
+        {
+          "id": "attrition-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "attrition-header",
+            "attrition-line-chart"
+          ]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition Over Past Six Months",
+          "subtitle": "Monthly departures count and annualized turnover rate trajectory"
+        },
+        {
+          "id": "attrition-line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Departures Count",
+          "labels": [
+            "Feb",
+            "Mar",
+            "Apr",
+            "May",
+            "Jun",
+            "Jul"
+          ],
+          "series": [
+            "attrition-series-voluntary",
+            "attrition-series-involuntary"
+          ]
+        },
+        {
+          "id": "attrition-series-voluntary",
+          "component": "Series",
+          "category": "Voluntary Resignations",
+          "values": [
+            3,
+            4,
+            2,
+            5,
+            3,
+            2
+          ]
+        },
+        {
+          "id": "attrition-series-involuntary",
+          "component": "Series",
+          "category": "Involuntary / End of Contract",
+          "values": [
+            1,
+            1,
+            0,
+            2,
+            1,
+            1
+          ]
+        },
+        {
+          "id": "follow-up-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Export recruitment time-to-hire report by department"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Schedule quarterly hiring manager sync for Engineering"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "View voluntary exit survey summary for last month"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..62de6fbe6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r3.txt
@@ -0,0 +1,694 @@
+I have generated an HR Lead Hiring Overview dashboard that presents all the requested key metrics and workflows.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "HR Lead Hiring Overview",
+          "subtitle": "Real-time recruitment metrics, pipeline status, and workforce headcount"
+        },
+        {
+          "id": "header-actions",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Open a New Requisition",
+          "description": "Fill out the details below to initiate a job posting and approval workflow.",
+          "content": [
+            "open-role-form"
+          ]
+        },
+        {
+          "id": "open-role-form",
+          "component": "Form",
+          "name": "newRoleForm",
+          "fields": [
+            "form-title-fc",
+            "form-dept-fc",
+            "form-type-fc",
+            "form-desc-fc"
+          ],
+          "buttons": "form-submit-buttons"
+        },
+        {
+          "id": "form-title-fc",
+          "component": "FormControl",
+          "label": "Job Title",
+          "input": "form-title-input"
+        },
+        {
+          "id": "form-title-input",
+          "component": "Input",
+          "name": "jobTitle",
+          "placeholder": "e.g., Senior Staff Engineer"
+        },
+        {
+          "id": "form-dept-fc",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "form-dept-select"
+        },
+        {
+          "id": "form-dept-select",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select Department",
+          "items": [
+            "dept-eng",
+            "dept-prod",
+            "dept-sales",
+            "dept-mktg",
+            "dept-ops"
+          ]
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-prod",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product"
+        },
+        {
+          "id": "dept-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "dept-mktg",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "dept-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "form-type-fc",
+          "component": "FormControl",
+          "label": "Employment Type",
+          "input": "form-type-select"
+        },
+        {
+          "id": "form-type-select",
+          "component": "Select",
+          "name": "employmentType",
+          "placeholder": "Select Type",
+          "items": [
+            "type-ft",
+            "type-pt",
+            "type-contract"
+          ]
+        },
+        {
+          "id": "type-ft",
+          "component": "SelectItem",
+          "value": "full-time",
+          "label": "Full-Time"
+        },
+        {
+          "id": "type-pt",
+          "component": "SelectItem",
+          "value": "part-time",
+          "label": "Part-Time"
+        },
+        {
+          "id": "type-contract",
+          "component": "SelectItem",
+          "value": "contract",
+          "label": "Contractor"
+        },
+        {
+          "id": "form-desc-fc",
+          "component": "FormControl",
+          "label": "Role Description & Requirements",
+          "input": "form-desc-text"
+        },
+        {
+          "id": "form-desc-text",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Enter key responsibilities and hiring criteria...",
+          "rows": 4
+        },
+        {
+          "id": "form-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-role-btn"
+          ]
+        },
+        {
+          "id": "submit-role-btn",
+          "component": "Button",
+          "label": "Create Requisition",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": [
+            "kpi-headcount",
+            "kpi-open-roles",
+            "kpi-time-to-hire",
+            "kpi-interviews"
+          ]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "headcount-title",
+            "headcount-val",
+            "headcount-sub"
+          ]
+        },
+        {
+          "id": "headcount-title",
+          "component": "Label",
+          "text": "Current Headcount"
+        },
+        {
+          "id": "headcount-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "482"
+        },
+        {
+          "id": "headcount-sub",
+          "component": "Tag",
+          "text": "+12 this month",
+          "variant": "success"
+        },
+        {
+          "id": "kpi-open-roles",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "open-roles-title",
+            "open-roles-val",
+            "open-roles-sub"
+          ]
+        },
+        {
+          "id": "open-roles-title",
+          "component": "Label",
+          "text": "Open Roles"
+        },
+        {
+          "id": "open-roles-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "18"
+        },
+        {
+          "id": "open-roles-sub",
+          "component": "Tag",
+          "text": " Across 5 Depts",
+          "variant": "neutral"
+        },
+        {
+          "id": "kpi-time-to-hire",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "tth-title",
+            "tth-val",
+            "tth-sub"
+          ]
+        },
+        {
+          "id": "tth-title",
+          "component": "Label",
+          "text": "Avg Time to Hire"
+        },
+        {
+          "id": "tth-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "34 days"
+        },
+        {
+          "id": "tth-sub",
+          "component": "Tag",
+          "text": "-3 days vs last Q",
+          "variant": "success"
+        },
+        {
+          "id": "kpi-interviews",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "interviews-title",
+            "interviews-val",
+            "interviews-sub"
+          ]
+        },
+        {
+          "id": "interviews-title",
+          "component": "Label",
+          "text": "Interviews Scheduled"
+        },
+        {
+          "id": "interviews-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "29"
+        },
+        {
+          "id": "interviews-sub",
+          "component": "Tag",
+          "text": "This Week",
+          "variant": "info"
+        },
+        {
+          "id": "tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "children": [
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-pipeline",
+            "tab-roles",
+            "tab-interviews",
+            "tab-analytics"
+          ]
+        },
+        {
+          "id": "tab-pipeline",
+          "component": "TabItem",
+          "value": "pipeline",
+          "trigger": "Pipeline & Candidates",
+          "content": [
+            "pipeline-card"
+          ]
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "pipeline-header",
+            "pipeline-chart"
+          ]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidates by Pipeline Stage",
+          "subtitle": "Total Active Candidates across all open requisitions: 142"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "Applied",
+            "Screening",
+            "Interviewing",
+            "Offer Sent",
+            "Hired"
+          ],
+          "xLabel": "Number of Candidates",
+          "yLabel": "Stage",
+          "series": [
+            "pipeline-series"
+          ]
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Active Candidates",
+          "values": [
+            65,
+            38,
+            24,
+            9,
+            6
+          ]
+        },
+        {
+          "id": "tab-roles",
+          "component": "TabItem",
+          "value": "open-roles",
+          "trigger": "Open Roles (18)",
+          "content": [
+            "open-roles-table"
+          ]
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": [
+            "col-role-title",
+            "col-role-dept",
+            "col-role-applicants",
+            "col-role-stage",
+            "col-role-status"
+          ]
+        },
+        {
+          "id": "col-role-title",
+          "component": "Col",
+          "label": "Role Title",
+          "type": "string",
+          "data": [
+            "Senior Backend Engineer",
+            "Lead Product Manager",
+            "Account Executive",
+            "UX/UI Designer",
+            "DevOps Specialist",
+            "Marketing Manager"
+          ]
+        },
+        {
+          "id": "col-role-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Engineering",
+            "Product",
+            "Sales",
+            "Product",
+            "Engineering",
+            "Marketing"
+          ]
+        },
+        {
+          "id": "col-role-applicants",
+          "component": "Col",
+          "label": "Active Candidates",
+          "type": "number",
+          "data": [
+            28,
+            14,
+            32,
+            19,
+            12,
+            22
+          ]
+        },
+        {
+          "id": "col-role-stage",
+          "component": "Col",
+          "label": "Furthest Stage",
+          "type": "string",
+          "data": [
+            "Offer Sent",
+            "Interviewing",
+            "Offer Sent",
+            "Screening",
+            "Interviewing",
+            "Screening"
+          ]
+        },
+        {
+          "id": "col-role-status",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "High",
+            "Urgent",
+            "Medium",
+            "Medium",
+            "High",
+            "Low"
+          ]
+        },
+        {
+          "id": "tab-interviews",
+          "component": "TabItem",
+          "value": "interviews",
+          "trigger": "Interviews Scheduled (29)",
+          "content": [
+            "interviews-list-block"
+          ]
+        },
+        {
+          "id": "interviews-list-block",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "int-item-1",
+            "int-item-2",
+            "int-item-3",
+            "int-item-4",
+            "int-item-5"
+          ]
+        },
+        {
+          "id": "int-item-1",
+          "component": "ListItem",
+          "title": "Sarah Jenkins — System Design Architecture",
+          "subtitle": "Role: Senior Backend Engineer | Interviewer: Alex Rivera | Today at 2:00 PM",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "int-item-2",
+          "component": "ListItem",
+          "title": "Michael Chen — Product Vision & Strategy",
+          "subtitle": "Role: Lead Product Manager | Interviewer: Tech VP | Tomorrow at 10:00 AM",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "int-item-3",
+          "component": "ListItem",
+          "title": "David Ross — Sales Presentation & Pitch",
+          "subtitle": "Role: Account Executive | Interviewer: CRO | Tomorrow at 3:30 PM",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "int-item-4",
+          "component": "ListItem",
+          "title": "Elena Rostova — Portfolio Review",
+          "subtitle": "Role: UX/UI Designer | Interviewer: Product Design Lead | Oct 24 at 11:00 AM",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "int-item-5",
+          "component": "ListItem",
+          "title": "James Miller — Culture Fit & Values Alignment",
+          "subtitle": "Role: DevOps Specialist | Interviewer: HR Director | Oct 25 at 1:00 PM",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Department Split & Attrition",
+          "content": [
+            "analytics-grid"
+          ]
+        },
+        {
+          "id": "analytics-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "dept-split-card",
+            "attrition-card"
+          ]
+        },
+        {
+          "id": "dept-split-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "weight": 1,
+          "children": [
+            "dept-split-header",
+            "dept-split-chart"
+          ]
+        },
+        {
+          "id": "dept-split-header",
+          "component": "CardHeader",
+          "title": "Headcount Split by Department",
+          "subtitle": "Total headcount: 482 employees"
+        },
+        {
+          "id": "dept-split-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Engineering",
+            "Sales",
+            "Operations",
+            "Marketing",
+            "Product"
+          ],
+          "values": [
+            185,
+            120,
+            75,
+            58,
+            44
+          ]
+        },
+        {
+          "id": "attrition-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "weight": 1,
+          "children": [
+            "attrition-header",
+            "attrition-chart"
+          ]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition Over Past 6 Months",
+          "subtitle": "Monthly departures (voluntary & involuntary)"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Month",
+          "yLabel": "Departures",
+          "labels": [
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep",
+            "Oct"
+          ],
+          "series": [
+            "attrition-voluntary",
+            "attrition-involuntary"
+          ]
+        },
+        {
+          "id": "attrition-voluntary",
+          "component": "Series",
+          "category": "Voluntary",
+          "values": [
+            4,
+            3,
+            5,
+            2,
+            4,
+            3
+          ]
+        },
+        {
+          "id": "attrition-involuntary",
+          "component": "Series",
+          "category": "Involuntary",
+          "values": [
+            1,
+            2,
+            0,
+            1,
+            1,
+            1
+          ]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Export recruitment report for Q3"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Filter open roles by Engineering department"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Schedule an offer approval review meeting"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..cb365bced
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-hr__r4.txt
@@ -0,0 +1,764 @@
+Here is the complete HR hiring overview dashboard showing all requested metrics, pipeline statuses, department splits, and action items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "tabs-card",
+            "trend-card",
+            "followup-block"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "new-role-dialog"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "text": "HR & Hiring Operations Overview",
+          "level": "h1"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "text": "Real-time metrics, active hiring pipeline, and headcount analytics.",
+          "size": "small"
+        },
+        {
+          "id": "new-role-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Open a New Job Requisition",
+          "description": "Fill out the role details below to initiate the hiring pipeline for a new position.",
+          "content": [
+            "new-role-form"
+          ]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "createRoleForm",
+          "fields": [
+            "field-title",
+            "field-dept",
+            "field-location",
+            "field-headcount"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Job Title",
+          "hint": "e.g., Senior Fullstack Engineer",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "jobTitle",
+          "placeholder": "Enter job title",
+          "type": "text"
+        },
+        {
+          "id": "field-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": [
+            "dept-item-eng",
+            "dept-item-prod",
+            "dept-item-sales",
+            "dept-item-mktg",
+            "dept-item-hr"
+          ]
+        },
+        {
+          "id": "dept-item-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-item-prod",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product & Design"
+        },
+        {
+          "id": "dept-item-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales & Success"
+        },
+        {
+          "id": "dept-item-mktg",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "dept-item-hr",
+          "component": "SelectItem",
+          "value": "hr",
+          "label": "People & Operations"
+        },
+        {
+          "id": "field-location",
+          "component": "FormControl",
+          "label": "Work Location",
+          "input": "input-location"
+        },
+        {
+          "id": "input-location",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., Remote / New York",
+          "type": "text"
+        },
+        {
+          "id": "field-headcount",
+          "component": "FormControl",
+          "label": "Target Headcount",
+          "input": "input-headcount"
+        },
+        {
+          "id": "input-headcount",
+          "component": "Input",
+          "name": "targetHeadcount",
+          "placeholder": "1",
+          "type": "number"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-role-btn"
+          ]
+        },
+        {
+          "id": "submit-role-btn",
+          "component": "Button",
+          "label": "Submit Requisition",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-headcount",
+            "kpi-open-roles",
+            "kpi-interviews",
+            "kpi-time-to-hire"
+          ]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-headcount-title",
+            "kpi-headcount-val",
+            "kpi-headcount-tag"
+          ]
+        },
+        {
+          "id": "kpi-headcount-title",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "kpi-headcount-val",
+          "component": "Heading",
+          "text": "482",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-headcount-tag",
+          "component": "Tag",
+          "text": "+12 this quarter",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-open-roles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-roles-title",
+            "kpi-roles-val",
+            "kpi-roles-tag"
+          ]
+        },
+        {
+          "id": "kpi-roles-title",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "kpi-roles-val",
+          "component": "Heading",
+          "text": "24",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-roles-tag",
+          "component": "Tag",
+          "text": "Across 5 depts",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-interviews",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-interviews-title",
+            "kpi-interviews-val",
+            "kpi-interviews-tag"
+          ]
+        },
+        {
+          "id": "kpi-interviews-title",
+          "component": "TextContent",
+          "text": "Interviews This Week",
+          "size": "small"
+        },
+        {
+          "id": "kpi-interviews-val",
+          "component": "Heading",
+          "text": "38",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-interviews-tag",
+          "component": "Tag",
+          "text": "14 scheduled today",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-time-to-hire",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-tth-title",
+            "kpi-tth-val",
+            "kpi-tth-tag"
+          ]
+        },
+        {
+          "id": "kpi-tth-title",
+          "component": "TextContent",
+          "text": "Avg Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "kpi-tth-val",
+          "component": "Heading",
+          "text": "34 Days",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-tth-tag",
+          "component": "Tag",
+          "text": "-3 days vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "children": [
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-pipeline",
+            "tab-roles",
+            "tab-interviews"
+          ]
+        },
+        {
+          "id": "tab-pipeline",
+          "component": "TabItem",
+          "value": "pipeline",
+          "trigger": "Candidate Pipeline Breakdown",
+          "content": [
+            "pipeline-card"
+          ]
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "pipeline-header",
+            "pipeline-bar-chart",
+            "pipeline-steps"
+          ]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "184 Total Active Candidates",
+          "subtitle": "Distribution of applicants across current selection stages"
+        },
+        {
+          "id": "pipeline-bar-chart",
+          "component": "BarChart",
+          "xLabel": "Stage",
+          "yLabel": "Candidates",
+          "labels": [
+            "Applied",
+            "Screening",
+            "Technical/1st Round",
+            "Onsite/Final",
+            "Offer Sent"
+          ],
+          "series": [
+            "pipeline-series"
+          ]
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [
+            82,
+            45,
+            31,
+            18,
+            8
+          ]
+        },
+        {
+          "id": "pipeline-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4",
+            "step-5"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "1. Applied (82)",
+          "details": "Initial resume review and inbound filter."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "2. Recruiter Screening (45)",
+          "details": "30-min preliminary culture and alignment calls."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "3. Technical / Department Assessment (31)",
+          "details": "Coding challenge, case study, or functional deep dive."
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "4. Onsite / Final Loop (18)",
+          "details": "Panel interviews and executive review."
+        },
+        {
+          "id": "step-5",
+          "component": "StepsItem",
+          "title": "5. Offer Extended (8)",
+          "details": "Pending compensation package approval and candidate decision."
+        },
+        {
+          "id": "tab-roles",
+          "component": "TabItem",
+          "value": "roles",
+          "trigger": "Open Roles Directory",
+          "content": [
+            "roles-card"
+          ]
+        },
+        {
+          "id": "roles-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "roles-header",
+            "roles-table"
+          ]
+        },
+        {
+          "id": "roles-header",
+          "component": "CardHeader",
+          "title": "Active Requisitions",
+          "subtitle": "24 open positions currently taking applications"
+        },
+        {
+          "id": "roles-table",
+          "component": "Table",
+          "columns": [
+            "col-role-title",
+            "col-dept",
+            "col-location",
+            "col-applicants",
+            "col-days-open"
+          ]
+        },
+        {
+          "id": "col-role-title",
+          "component": "Col",
+          "label": "Role Title",
+          "type": "string",
+          "data": [
+            "Staff Backend Engineer",
+            "Senior Frontend Developer",
+            "Product Manager - Growth",
+            "Account Executive (Enterprise)",
+            "Product Designer",
+            "HR Business Partner",
+            "Senior DevOps Manager"
+          ]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Engineering",
+            "Engineering",
+            "Product",
+            "Sales",
+            "Product",
+            "People & Ops",
+            "Engineering"
+          ]
+        },
+        {
+          "id": "col-location",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "San Francisco, CA (Hybrid)",
+            "Remote (US)",
+            "New York, NY",
+            "Remote (US)",
+            "San Francisco, CA (Hybrid)",
+            "New York, NY",
+            "Remote (US)"
+          ]
+        },
+        {
+          "id": "col-applicants",
+          "component": "Col",
+          "label": "Active Pipeline",
+          "type": "number",
+          "data": [
+            28,
+            42,
+            19,
+            34,
+            15,
+            22,
+            24
+          ]
+        },
+        {
+          "id": "col-days-open",
+          "component": "Col",
+          "label": "Days Open",
+          "type": "number",
+          "data": [
+            18,
+            12,
+            45,
+            29,
+            8,
+            14,
+            31
+          ]
+        },
+        {
+          "id": "tab-interviews",
+          "component": "TabItem",
+          "value": "interviews",
+          "trigger": "Scheduled This Week",
+          "content": [
+            "interviews-card"
+          ]
+        },
+        {
+          "id": "interviews-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "interviews-header",
+            "interviews-list"
+          ]
+        },
+        {
+          "id": "interviews-header",
+          "component": "CardHeader",
+          "title": "Upcoming Interviews",
+          "subtitle": "38 interviews scheduled for the current calendar week"
+        },
+        {
+          "id": "interviews-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "item-int-1",
+            "item-int-2",
+            "item-int-3",
+            "item-int-4"
+          ]
+        },
+        {
+          "id": "item-int-1",
+          "component": "ListItem",
+          "title": "Alex Rivera — System Architecture Review",
+          "subtitle": "Role: Staff Backend Engineer | Interv: Tech Lead Panel | Today, 2:00 PM EST",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "item-int-2",
+          "component": "ListItem",
+          "title": "Sarah Chen — Product Strategy Case Study",
+          "subtitle": "Role: Product Manager - Growth | Interv: VP Product | Tomorrow, 10:00 AM EST",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "item-int-3",
+          "component": "ListItem",
+          "title": "Marcus Vance — Culture Fit & Executive Loop",
+          "subtitle": "Role: Account Executive | Interv: VP Sales | Thursday, 1:30 PM EST",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "item-int-4",
+          "component": "ListItem",
+          "title": "Elena Rostova — HR Screen",
+          "subtitle": "Role: Senior DevOps Manager | Interv: Senior Recruiter | Friday, 11:00 AM EST",
+          "actionLabel": "View Notes"
+        },
+        {
+          "id": "trend-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "dept-card",
+            "attrition-card"
+          ]
+        },
+        {
+          "id": "dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "dept-header",
+            "dept-pie-chart"
+          ]
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "Headcount Split by Department",
+          "subtitle": "Total headcount: 482 employees"
+        },
+        {
+          "id": "dept-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Engineering",
+            "Sales & CS",
+            "Product & Design",
+            "Marketing",
+            "Operations & G&A"
+          ],
+          "values": [
+            210,
+            125,
+            62,
+            45,
+            40
+          ]
+        },
+        {
+          "id": "attrition-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "attrition-header",
+            "attrition-line-chart"
+          ]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "6-Month Attrition Trend",
+          "subtitle": "Voluntary vs. Involuntary departures (Past 6 Months)"
+        },
+        {
+          "id": "attrition-line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Departures",
+          "labels": [
+            "Oct",
+            "Nov",
+            "Dec",
+            "Jan",
+            "Feb",
+            "Mar"
+          ],
+          "series": [
+            "series-voluntary",
+            "series-involuntary"
+          ]
+        },
+        {
+          "id": "series-voluntary",
+          "component": "Series",
+          "category": "Voluntary",
+          "values": [
+            4,
+            3,
+            2,
+            5,
+            3,
+            2
+          ]
+        },
+        {
+          "id": "series-involuntary",
+          "component": "Series",
+          "category": "Involuntary",
+          "values": [
+            1,
+            2,
+            1,
+            0,
+            1,
+            1
+          ]
+        },
+        {
+          "id": "followup-block",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Export detailed pipeline report for Engineering roles"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Analyze reasons for voluntary attrition over past 6 months"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Schedule a hiring sync with Engineering lead"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..52cb1f684
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r1.txt
@@ -0,0 +1,740 @@
+Here is a comprehensive single-screen analytics dashboard for your training platform, covering all requested features including active learners, completion rate, average quiz scores, cohort filtering, engagement trends, enrollment rankings, at-risk learners, and direct cohort messaging.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "LMS Analytics Engine"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "kpi-section",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-titles",
+            "cohort-filter-container"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-title",
+            "main-subtitle"
+          ]
+        },
+        {
+          "id": "main-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Training Platform Analytics"
+        },
+        {
+          "id": "main-subtitle",
+          "component": "TextContent",
+          "text": "Real-time performance metrics, learner retention insights, and communication tools.",
+          "size": "small"
+        },
+        {
+          "id": "cohort-filter-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "cohort-select"
+          ]
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "cohort_selector",
+          "placeholder": "Filter by Cohort...",
+          "value": "cohort_q1_2025",
+          "items": [
+            "cohort-opt-all",
+            "cohort-opt-q1",
+            "cohort-opt-q4",
+            "cohort-opt-eng",
+            "cohort-opt-exec"
+          ]
+        },
+        {
+          "id": "cohort-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts (Global)"
+        },
+        {
+          "id": "cohort-opt-q1",
+          "component": "SelectItem",
+          "value": "cohort_q1_2025",
+          "label": "Q1 2025 - Product Onboarding"
+        },
+        {
+          "id": "cohort-opt-q4",
+          "component": "SelectItem",
+          "value": "cohort_q4_2024",
+          "label": "Q4 2024 - Enterprise Engineering"
+        },
+        {
+          "id": "cohort-opt-eng",
+          "component": "SelectItem",
+          "value": "cohort_eng_lead",
+          "label": "Engineering Leadership Program"
+        },
+        {
+          "id": "cohort-opt-exec",
+          "component": "SelectItem",
+          "value": "cohort_exec_sec",
+          "label": "Security & Compliance 2025"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-card-active",
+            "kpi-card-completion",
+            "kpi-card-quiz"
+          ]
+        },
+        {
+          "id": "kpi-card-active",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-active-badge",
+            "kpi-active-value",
+            "kpi-active-label",
+            "kpi-active-trend"
+          ]
+        },
+        {
+          "id": "kpi-active-badge",
+          "component": "Badge",
+          "text": "Active Learners",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-active-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "1,842"
+        },
+        {
+          "id": "kpi-active-label",
+          "component": "TextContent",
+          "text": "Learners active this week",
+          "size": "small"
+        },
+        {
+          "id": "kpi-active-trend",
+          "component": "Tag",
+          "text": "+12.4% vs last week",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-completion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-completion-badge",
+            "kpi-completion-value",
+            "kpi-completion-label",
+            "kpi-completion-progress"
+          ]
+        },
+        {
+          "id": "kpi-completion-badge",
+          "component": "Badge",
+          "text": "Completion Rate",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-completion-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "78.5%"
+        },
+        {
+          "id": "kpi-completion-label",
+          "component": "TextContent",
+          "text": "Avg. course completion rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-completion-progress",
+          "component": "Progress",
+          "value": 78.5,
+          "label": "Target: 80%"
+        },
+        {
+          "id": "kpi-card-quiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-quiz-badge",
+            "kpi-quiz-value",
+            "kpi-quiz-label",
+            "kpi-quiz-trend"
+          ]
+        },
+        {
+          "id": "kpi-quiz-badge",
+          "component": "Badge",
+          "text": "Quiz Performance",
+          "variant": "outline"
+        },
+        {
+          "id": "kpi-quiz-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "84.2%"
+        },
+        {
+          "id": "kpi-quiz-label",
+          "component": "TextContent",
+          "text": "Average assessment score",
+          "size": "small"
+        },
+        {
+          "id": "kpi-quiz-trend",
+          "component": "Tag",
+          "text": "+3.1% overall score boost",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-courses",
+            "tab-risk",
+            "tab-messaging"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Engagement & Trends",
+          "content": [
+            "engagement-card"
+          ]
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "engagement-header",
+            "engagement-chart"
+          ]
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Learner Engagement (Past 8 Weeks)",
+          "subtitle": "Weekly active users (WAU) vs lesson completions across selected cohort"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Learner Activity Count",
+          "labels": [
+            "Week 1",
+            "Week 2",
+            "Week 3",
+            "Week 4",
+            "Week 5",
+            "Week 6",
+            "Week 7",
+            "Week 8"
+          ],
+          "series": [
+            "series-active-users",
+            "series-completions"
+          ]
+        },
+        {
+          "id": "series-active-users",
+          "component": "Series",
+          "category": "Active Learners",
+          "values": [
+            1200,
+            1350,
+            1420,
+            1390,
+            1550,
+            1680,
+            1750,
+            1842
+          ]
+        },
+        {
+          "id": "series-completions",
+          "component": "Series",
+          "category": "Modules Completed",
+          "values": [
+            850,
+            920,
+            1100,
+            1050,
+            1280,
+            1400,
+            1510,
+            1620
+          ]
+        },
+        {
+          "id": "tab-courses",
+          "component": "TabItem",
+          "value": "courses",
+          "trigger": "Courses Ranking",
+          "content": [
+            "courses-card"
+          ]
+        },
+        {
+          "id": "courses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "courses-header",
+            "courses-chart",
+            "courses-table-callout",
+            "courses-table"
+          ]
+        },
+        {
+          "id": "courses-header",
+          "component": "CardHeader",
+          "title": "Top Courses Ranked by Enrollment",
+          "subtitle": "Overview of total enrollments and completion status for active courses"
+        },
+        {
+          "id": "courses-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Number of Learners",
+          "yLabel": "Course Title",
+          "labels": [
+            "Cloud Security Fundamentals",
+            "Full-Stack Web Dev Bootcamp",
+            "AI & Data Science Basics",
+            "DevOps Pipeline Engineering",
+            "Agile Leadership Principles"
+          ],
+          "series": [
+            "series-enrollment-total"
+          ]
+        },
+        {
+          "id": "series-enrollment-total",
+          "component": "Series",
+          "category": "Total Enrolled",
+          "values": [
+            840,
+            720,
+            650,
+            510,
+            430
+          ]
+        },
+        {
+          "id": "courses-table-callout",
+          "component": "TextContent",
+          "text": "Detailed Breakdown",
+          "size": "large-heavy"
+        },
+        {
+          "id": "courses-table",
+          "component": "Table",
+          "columns": [
+            "col-course-name",
+            "col-course-enrolled",
+            "col-course-completion",
+            "col-course-score"
+          ]
+        },
+        {
+          "id": "col-course-name",
+          "component": "Col",
+          "label": "Course Name",
+          "type": "string",
+          "data": [
+            "Cloud Security Fundamentals",
+            "Full-Stack Web Dev Bootcamp",
+            "AI & Data Science Basics",
+            "DevOps Pipeline Engineering",
+            "Agile Leadership Principles"
+          ]
+        },
+        {
+          "id": "col-course-enrolled",
+          "component": "Col",
+          "label": "Enrolled Learners",
+          "type": "number",
+          "data": [
+            840,
+            720,
+            650,
+            510,
+            430
+          ]
+        },
+        {
+          "id": "col-course-completion",
+          "component": "Col",
+          "label": "Completion Rate",
+          "type": "string",
+          "data": [
+            "82%",
+            "74%",
+            "89%",
+            "68%",
+            "91%"
+          ]
+        },
+        {
+          "id": "col-course-score",
+          "component": "Col",
+          "label": "Avg. Score",
+          "type": "string",
+          "data": [
+            "86.5%",
+            "81.0%",
+            "88.2%",
+            "79.4%",
+            "92.1%"
+          ]
+        },
+        {
+          "id": "tab-risk",
+          "component": "TabItem",
+          "value": "at_risk",
+          "trigger": "Learners at Risk",
+          "content": [
+            "risk-card"
+          ]
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risk-alert",
+            "risk-table"
+          ]
+        },
+        {
+          "id": "risk-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "5 Learners Flagged as High Dropout Risk",
+          "description": "Learners flagged below have missed 2+ assignments or had no platform activity for over 10 days."
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-learner",
+            "col-risk-cohort",
+            "col-risk-inactivity",
+            "col-risk-score",
+            "col-risk-status"
+          ]
+        },
+        {
+          "id": "col-risk-learner",
+          "component": "Col",
+          "label": "Learner Name",
+          "type": "string",
+          "data": [
+            "Alex Chen",
+            "Sarah Jenkins",
+            "Michael Ross",
+            "Priya Patel",
+            "David Kim"
+          ]
+        },
+        {
+          "id": "col-risk-cohort",
+          "component": "Col",
+          "label": "Current Cohort",
+          "type": "string",
+          "data": [
+            "Q1 2025 - Product Onboarding",
+            "Enterprise Engineering",
+            "Q1 2025 - Product Onboarding",
+            "Security & Compliance 2025",
+            "Engineering Leadership"
+          ]
+        },
+        {
+          "id": "col-risk-inactivity",
+          "component": "Col",
+          "label": "Inactivity Period",
+          "type": "string",
+          "data": [
+            "14 days",
+            "11 days",
+            "12 days",
+            "16 days",
+            "10 days"
+          ]
+        },
+        {
+          "id": "col-risk-score",
+          "component": "Col",
+          "label": "Quiz Avg.",
+          "type": "string",
+          "data": [
+            "52.0%",
+            "58.5%",
+            "61.0%",
+            "49.5%",
+            "64.0%"
+          ]
+        },
+        {
+          "id": "col-risk-status",
+          "component": "Col",
+          "label": "Risk Level",
+          "type": "string",
+          "data": [
+            "Critical",
+            "High",
+            "High",
+            "Critical",
+            "Medium"
+          ]
+        },
+        {
+          "id": "tab-messaging",
+          "component": "TabItem",
+          "value": "messaging",
+          "trigger": "Message Cohort",
+          "content": [
+            "messaging-card"
+          ]
+        },
+        {
+          "id": "messaging-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "messaging-header",
+            "messaging-form"
+          ]
+        },
+        {
+          "id": "messaging-header",
+          "component": "CardHeader",
+          "title": "Broadcast Cohort Communication",
+          "subtitle": "Send direct notifications, email reminders, or study nudges to selected cohort groups."
+        },
+        {
+          "id": "messaging-form",
+          "component": "Form",
+          "name": "cohort_message_form",
+          "fields": [
+            "field-target-cohort",
+            "field-recipient-filter",
+            "field-subject",
+            "field-body"
+          ],
+          "buttons": "form-buttons-group"
+        },
+        {
+          "id": "field-target-cohort",
+          "component": "FormControl",
+          "label": "Target Cohort Group",
+          "hint": "Select which cohort will receive this message.",
+          "input": "msg-select-cohort"
+        },
+        {
+          "id": "msg-select-cohort",
+          "component": "Select",
+          "name": "target_cohort_selection",
+          "placeholder": "Choose cohort...",
+          "value": "cohort_q1_2025",
+          "items": [
+            "msg-opt-q1",
+            "msg-opt-q4",
+            "msg-opt-eng",
+            "msg-opt-exec"
+          ]
+        },
+        {
+          "id": "msg-opt-q1",
+          "component": "SelectItem",
+          "value": "cohort_q1_2025",
+          "label": "Q1 2025 - Product Onboarding (142 learners)"
+        },
+        {
+          "id": "msg-opt-q4",
+          "component": "SelectItem",
+          "value": "cohort_q4_2024",
+          "label": "Q4 2024 - Enterprise Engineering (98 learners)"
+        },
+        {
+          "id": "msg-opt-eng",
+          "component": "SelectItem",
+          "value": "cohort_eng_lead",
+          "label": "Engineering Leadership Program (45 learners)"
+        },
+        {
+          "id": "msg-opt-exec",
+          "component": "SelectItem",
+          "value": "cohort_exec_sec",
+          "label": "Security & Compliance 2025 (210 learners)"
+        },
+        {
+          "id": "field-recipient-filter",
+          "component": "FormControl",
+          "label": "Recipient Sub-Group",
+          "hint": "Filter specific members within the cohort",
+          "input": "msg-radio-recipients"
+        },
+        {
+          "id": "msg-radio-recipients",
+          "component": "RadioGroup",
+          "name": "recipient_filter_type",
+          "defaultValue": "all_cohort",
+          "items": [
+            "radio-opt-all",
+            "radio-opt-atrisk",
+            "radio-opt-behind"
+          ]
+        },
+        {
+          "id": "radio-opt-all",
+          "component": "RadioItem",
+          "value": "all_cohort",
+          "label": "All Members in Cohort",
+          "description": "Send broadcast to every active learner in cohort."
+        },
+        {
+          "id": "radio-opt-atrisk",
+          "component": "RadioItem",
+          "value": "at_risk_only",
+          "label": "At-Risk Learners Only",
+          "description": "Send gentle nudges to members with low activity or missed deadlines."
+        },
+        {
+          "id": "radio-opt-behind",
+          "component": "RadioItem",
+          "value": "behind_schedule",
+          "label": "Behind Schedule",
+          "description": "Target learners who are <50% completed on current modules."
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Message Title / Subject",
+          "input": "msg-input-subject"
+        },
+        {
+          "id": "msg-input-subject",
+          "component": "Input",
+          "name": "message_subject",
+          "placeholder": "e.g., Important: Weekly Quiz 3 Deadline & Support Resources",
+          "type": "text",
+          "value": "Reminder: Complete Module 4 Exercises & Quiz"
+        },
+        {
+          "id": "field-body",
+          "component": "FormControl",
+          "label": "Message Content",
+          "hint": "Markdown and personalization variables like {{first_name}} are supported.",
+          "input": "msg-textarea-body"
+        },
+        {
+          "id": "msg-textarea-body",
+          "component": "TextArea",
+          "name": "message_body",
+          "placeholder": "Write your announcement or reminder message here...",
+          "rows": 5,
+          "value": "Hi {{first_name}},\n\nWe noticed you haven't had a chance to log in recently. Module 4 is crucial for upcoming projects! Please review the study materials and complete Quiz 4 by Friday midnight.\n\nReach out to your mentor if you need help."
+        },
+        {
+          "id": "form-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-message",
+            "btn-save-draft"
+          ]
+        },
+        {
+          "id": "btn-send-message",
+          "component": "Button",
+          "label": "Send Message to Cohort",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-save-draft",
+          "component": "Button",
+          "label": "Save as Announcement Template",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..0b68e31d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r2.txt
@@ -0,0 +1,550 @@
+Here is a comprehensive analytics dashboard for your training platform, covering all requested metrics and interactive controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Training Platform Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "cohort-filter-card",
+            "engagement-card",
+            "courses-card",
+            "risk-card",
+            "message-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-desc"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Training Platform Analytics Overview",
+          "level": "h1"
+        },
+        {
+          "id": "header-desc",
+          "component": "TextContent",
+          "text": "Monitor learner engagement, course completions, drop-out risks, and communicate directly with active cohorts.",
+          "size": "default"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-heading",
+            "kpi-table"
+          ]
+        },
+        {
+          "id": "kpi-heading",
+          "component": "Heading",
+          "text": "Key Performance Indicators (Current Week)",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-table",
+          "component": "Table",
+          "columns": [
+            "kpi-col-metric",
+            "kpi-col-value",
+            "kpi-col-target",
+            "kpi-col-status"
+          ]
+        },
+        {
+          "id": "kpi-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "Active Learners (This Week)",
+            "Course Completion Rate",
+            "Average Quiz Score"
+          ]
+        },
+        {
+          "id": "kpi-col-value",
+          "component": "Col",
+          "label": "Current Value",
+          "type": "string",
+          "data": [
+            "1,248",
+            "84.2%",
+            "88.5%"
+          ]
+        },
+        {
+          "id": "kpi-col-target",
+          "component": "Col",
+          "label": "Target Goal",
+          "type": "string",
+          "data": [
+            "1,000",
+            "80.0%",
+            "85.0%"
+          ]
+        },
+        {
+          "id": "kpi-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Exceeding (+24.8%)",
+            "On Track (+4.2%)",
+            "On Track (+3.5%)"
+          ]
+        },
+        {
+          "id": "cohort-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "cohort-filter-title",
+            "cohort-select-control"
+          ]
+        },
+        {
+          "id": "cohort-filter-title",
+          "component": "Heading",
+          "text": "Filter View by Cohort",
+          "level": "h3"
+        },
+        {
+          "id": "cohort-select-control",
+          "component": "FormControl",
+          "label": "Select Cohort Scope",
+          "hint": "Filtering narrows analytics and messaging target across all modules below.",
+          "input": "cohort-select-dropdown"
+        },
+        {
+          "id": "cohort-select-dropdown",
+          "component": "Select",
+          "name": "selectedCohort",
+          "placeholder": "Choose a cohort...",
+          "value": "all",
+          "items": [
+            "cohort-item-all",
+            "cohort-item-2024-q1",
+            "cohort-item-2024-q2",
+            "cohort-item-bootcamp-eng",
+            "cohort-item-leadership-fasttrack"
+          ]
+        },
+        {
+          "id": "cohort-item-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts (Global Overview)"
+        },
+        {
+          "id": "cohort-item-2024-q1",
+          "component": "SelectItem",
+          "value": "2024-q1",
+          "label": "2024 Q1 Engineering Intake"
+        },
+        {
+          "id": "cohort-item-2024-q2",
+          "component": "SelectItem",
+          "value": "2024-q2",
+          "label": "2024 Q2 Product & Design Intake"
+        },
+        {
+          "id": "cohort-item-bootcamp-eng",
+          "component": "SelectItem",
+          "value": "eng-bootcamp",
+          "label": "Full-Stack Bootcamp Cohort 8"
+        },
+        {
+          "id": "cohort-item-leadership-fasttrack",
+          "component": "SelectItem",
+          "value": "leadership-ft",
+          "label": "Executive Leadership Fast-Track"
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "engagement-title",
+            "engagement-desc",
+            "engagement-chart"
+          ]
+        },
+        {
+          "id": "engagement-title",
+          "component": "Heading",
+          "text": "Weekly Active Engagement (Past 8 Weeks)",
+          "level": "h2"
+        },
+        {
+          "id": "engagement-desc",
+          "component": "TextContent",
+          "text": "Tracks weekly active users and video/quiz completion interactions over the last two months.",
+          "size": "small"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "LineChart",
+          "labels": [
+            "W1",
+            "W2",
+            "W3",
+            "W4",
+            "W5",
+            "W6",
+            "W7",
+            "W8"
+          ],
+          "xLabel": "Week",
+          "yLabel": "Active Count",
+          "variant": "natural",
+          "series": [
+            "series-active-learners",
+            "series-completed-lessons"
+          ]
+        },
+        {
+          "id": "series-active-learners",
+          "component": "Series",
+          "category": "Active Learners",
+          "values": [
+            820,
+            890,
+            940,
+            1020,
+            1100,
+            1050,
+            1180,
+            1248
+          ]
+        },
+        {
+          "id": "series-completed-lessons",
+          "component": "Series",
+          "category": "Lessons Completed",
+          "values": [
+            2100,
+            2400,
+            2300,
+            2850,
+            3100,
+            2900,
+            3400,
+            3820
+          ]
+        },
+        {
+          "id": "courses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "courses-title",
+            "courses-chart"
+          ]
+        },
+        {
+          "id": "courses-title",
+          "component": "Heading",
+          "text": "Top Courses Ranked by Enrollment",
+          "level": "h2"
+        },
+        {
+          "id": "courses-chart",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "Web Dev Fundamentals",
+            "Data Science Basics",
+            "UX/UI Design Systems",
+            "Cloud Architecture",
+            "Agile Project Mgmt"
+          ],
+          "xLabel": "Enrolled Learners",
+          "yLabel": "Course Title",
+          "variant": "grouped",
+          "series": [
+            "series-enrollment"
+          ]
+        },
+        {
+          "id": "series-enrollment",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [
+            450,
+            380,
+            310,
+            275,
+            190
+          ]
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risk-title",
+            "risk-callout",
+            "risk-table"
+          ]
+        },
+        {
+          "id": "risk-title",
+          "component": "Heading",
+          "text": "Learners at Risk of Dropping Out",
+          "level": "h2"
+        },
+        {
+          "id": "risk-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Attention Required",
+          "description": "Risk is flagged based on >7 days of inactivity, failed quiz attempts, or incomplete mandatory modules."
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": [
+            "col-learner",
+            "col-cohort",
+            "col-inactivity",
+            "col-score",
+            "col-risk-level"
+          ]
+        },
+        {
+          "id": "col-learner",
+          "component": "Col",
+          "label": "Learner Name",
+          "type": "string",
+          "data": [
+            "Alex Morgan",
+            "David Chen",
+            "Sarah Jenkins",
+            "Marcus Vance"
+          ]
+        },
+        {
+          "id": "col-cohort",
+          "component": "Col",
+          "label": "Cohort",
+          "type": "string",
+          "data": [
+            "Full-Stack Bootcamp Cohort 8",
+            "2024 Q1 Engineering Intake",
+            "Executive Leadership Fast-Track",
+            "2024 Q2 Product & Design Intake"
+          ]
+        },
+        {
+          "id": "col-inactivity",
+          "component": "Col",
+          "label": "Inactive Days",
+          "type": "number",
+          "data": [
+            12,
+            9,
+            8,
+            14
+          ]
+        },
+        {
+          "id": "col-score",
+          "component": "Col",
+          "label": "Avg Quiz Score",
+          "type": "string",
+          "data": [
+            "52%",
+            "58%",
+            "61%",
+            "45%"
+          ]
+        },
+        {
+          "id": "col-risk-level",
+          "component": "Col",
+          "label": "Risk Assessment",
+          "type": "string",
+          "data": [
+            "High Risk",
+            "Medium Risk",
+            "Medium Risk",
+            "High Risk"
+          ]
+        },
+        {
+          "id": "message-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "message-title",
+            "message-form"
+          ]
+        },
+        {
+          "id": "message-title",
+          "component": "Heading",
+          "text": "Broadcast Message to Cohort",
+          "level": "h2"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "cohortMessagingForm",
+          "fields": [
+            "field-target-cohort",
+            "field-subject",
+            "field-body"
+          ],
+          "buttons": "form-action-buttons"
+        },
+        {
+          "id": "field-target-cohort",
+          "component": "FormControl",
+          "label": "Recipient Cohort",
+          "hint": "Select which group will receive this broadcast email and platform notification.",
+          "input": "target-cohort-select"
+        },
+        {
+          "id": "target-cohort-select",
+          "component": "Select",
+          "name": "targetCohort",
+          "placeholder": "Select target cohort...",
+          "value": "eng-bootcamp",
+          "items": [
+            "msg-item-all",
+            "msg-item-2024-q1",
+            "msg-item-2024-q2",
+            "msg-item-bootcamp-eng",
+            "msg-item-at-risk"
+          ]
+        },
+        {
+          "id": "msg-item-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Active Cohorts"
+        },
+        {
+          "id": "msg-item-2024-q1",
+          "component": "SelectItem",
+          "value": "2024-q1",
+          "label": "2024 Q1 Engineering Intake"
+        },
+        {
+          "id": "msg-item-2024-q2",
+          "component": "SelectItem",
+          "value": "2024-q2",
+          "label": "2024 Q2 Product & Design Intake"
+        },
+        {
+          "id": "msg-item-bootcamp-eng",
+          "component": "SelectItem",
+          "value": "eng-bootcamp",
+          "label": "Full-Stack Bootcamp Cohort 8"
+        },
+        {
+          "id": "msg-item-at-risk",
+          "component": "SelectItem",
+          "value": "at-risk-only",
+          "label": "Segment: All At-Risk Learners"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Message Subject",
+          "hint": "Keep subject concise and clear.",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "messageSubject",
+          "type": "text",
+          "placeholder": "e.g., Weekly Check-in & Office Hours Reminder"
+        },
+        {
+          "id": "field-body",
+          "component": "FormControl",
+          "label": "Message Content",
+          "hint": "Include resource links or office hours details if applicable.",
+          "input": "textarea-body"
+        },
+        {
+          "id": "textarea-body",
+          "component": "TextArea",
+          "name": "messageBody",
+          "rows": 4,
+          "placeholder": "Write your announcement or outreach message here..."
+        },
+        {
+          "id": "form-action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-message",
+            "btn-save-draft"
+          ]
+        },
+        {
+          "id": "btn-send-message",
+          "component": "Button",
+          "label": "Send Message to Cohort",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-save-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..b0344e166
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r3.txt
@@ -0,0 +1,663 @@
+Here is the complete training analytics dashboard, presenting engagement trends, learner risk alerts, course rankings, performance metrics, and tools for cohort filtering and messaging.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-cards-container",
+            "cohort-filter-card",
+            "tabs-container",
+            "message-cohort-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Training Platform Analytics",
+          "level": "h1"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Real-time overview of learner engagement, course performance, and cohort management.",
+          "size": "default"
+        },
+        {
+          "id": "kpi-cards-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-active-learners",
+            "kpi-completion-rate",
+            "kpi-avg-score"
+          ]
+        },
+        {
+          "id": "kpi-active-learners",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-active-title",
+            "kpi-active-value",
+            "kpi-active-badge"
+          ]
+        },
+        {
+          "id": "kpi-active-title",
+          "component": "TextContent",
+          "text": "Active Learners (This Week)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-active-value",
+          "component": "Heading",
+          "text": "1,248",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-active-badge",
+          "component": "Badge",
+          "text": "+12% vs last week",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-completion-rate",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-completion-title",
+            "kpi-completion-value",
+            "kpi-completion-progress"
+          ]
+        },
+        {
+          "id": "kpi-completion-title",
+          "component": "TextContent",
+          "text": "Course Completion Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-completion-value",
+          "component": "Heading",
+          "text": "78.4%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-completion-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "Overall completion target: 80%"
+        },
+        {
+          "id": "kpi-avg-score",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-score-title",
+            "kpi-score-value",
+            "kpi-score-badge"
+          ]
+        },
+        {
+          "id": "kpi-score-title",
+          "component": "TextContent",
+          "text": "Average Quiz Score",
+          "size": "small"
+        },
+        {
+          "id": "kpi-score-value",
+          "component": "Heading",
+          "text": "86.2%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-score-badge",
+          "component": "Badge",
+          "text": "+3.1% benchmark",
+          "variant": "secondary"
+        },
+        {
+          "id": "cohort-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "filter-header",
+            "filter-control-container"
+          ]
+        },
+        {
+          "id": "filter-header",
+          "component": "CardHeader",
+          "title": "Filter Analytics by Cohort",
+          "subtitle": "Narrow down all metrics and risk reports to a specific learning group."
+        },
+        {
+          "id": "filter-control-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "cohort-select-control"
+          ]
+        },
+        {
+          "id": "cohort-select-control",
+          "component": "FormControl",
+          "label": "Select Active Cohort",
+          "input": "cohort-select",
+          "hint": "Filtering applies across engagement, course ranking, and risk tables."
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "selectedCohort",
+          "placeholder": "Choose a cohort...",
+          "value": "all",
+          "items": [
+            "cohort-opt-all",
+            "cohort-opt-q1-eng",
+            "cohort-opt-q1-pm",
+            "cohort-opt-q2-data",
+            "cohort-opt-q2-ux"
+          ]
+        },
+        {
+          "id": "cohort-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts (Global Overview)"
+        },
+        {
+          "id": "cohort-opt-q1-eng",
+          "component": "SelectItem",
+          "value": "q1-eng",
+          "label": "2024 Q1 - Software Engineering"
+        },
+        {
+          "id": "cohort-opt-q1-pm",
+          "component": "SelectItem",
+          "value": "q1-pm",
+          "label": "2024 Q1 - Product Management"
+        },
+        {
+          "id": "cohort-opt-q2-data",
+          "component": "SelectItem",
+          "value": "q2-data",
+          "label": "2024 Q2 - Data Science & AI"
+        },
+        {
+          "id": "cohort-opt-q2-ux",
+          "component": "SelectItem",
+          "value": "q2-ux",
+          "label": "2024 Q2 - UX Design Track"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-engagement",
+            "tab-courses",
+            "tab-at-risk"
+          ]
+        },
+        {
+          "id": "tab-engagement",
+          "component": "TabItem",
+          "value": "engagement",
+          "trigger": "Engagement Trends",
+          "content": [
+            "engagement-card"
+          ]
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "engagement-header",
+            "engagement-chart"
+          ]
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Weekly Engagement (Past 8 Weeks)",
+          "subtitle": "Track total active learning hours and weekly active users across the platform."
+        },
+        {
+          "id": "engagement-chart",
+          "component": "AreaChart",
+          "xLabel": "Timeline",
+          "yLabel": "Active Hours / Learners",
+          "labels": [
+            "Week 1",
+            "Week 2",
+            "Week 3",
+            "Week 4",
+            "Week 5",
+            "Week 6",
+            "Week 7",
+            "Week 8"
+          ],
+          "series": [
+            "series-active-users",
+            "series-hours-spent"
+          ]
+        },
+        {
+          "id": "series-active-users",
+          "component": "Series",
+          "category": "Active Users",
+          "values": [
+            820,
+            890,
+            950,
+            1020,
+            1100,
+            1050,
+            1180,
+            1248
+          ]
+        },
+        {
+          "id": "series-hours-spent",
+          "component": "Series",
+          "category": "Total Hours Learned",
+          "values": [
+            2400,
+            2750,
+            3100,
+            3450,
+            3800,
+            3600,
+            4100,
+            4520
+          ]
+        },
+        {
+          "id": "tab-courses",
+          "component": "TabItem",
+          "value": "courses",
+          "trigger": "Course Rankings",
+          "content": [
+            "courses-card"
+          ]
+        },
+        {
+          "id": "courses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "courses-header",
+            "courses-chart",
+            "courses-table-separator",
+            "courses-table"
+          ]
+        },
+        {
+          "id": "courses-header",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Most popular tracks based on total active enrollments and completion progress."
+        },
+        {
+          "id": "courses-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Total Enrolled Learners",
+          "yLabel": "Courses",
+          "labels": [
+            "Full-Stack Web Dev",
+            "Data Science Fundamentals",
+            "Product Management 101",
+            "UX/UI Masterclass",
+            "Cloud Architecture"
+          ],
+          "series": [
+            "series-enrollment"
+          ]
+        },
+        {
+          "id": "series-enrollment",
+          "component": "Series",
+          "category": "Enrolled Learners",
+          "values": [
+            450,
+            380,
+            310,
+            260,
+            190
+          ]
+        },
+        {
+          "id": "courses-table-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "courses-table",
+          "component": "Table",
+          "columns": [
+            "col-course-name",
+            "col-course-enrolled",
+            "col-course-completion",
+            "col-course-score"
+          ]
+        },
+        {
+          "id": "col-course-name",
+          "component": "Col",
+          "label": "Course Title",
+          "type": "string",
+          "data": [
+            "Full-Stack Web Dev",
+            "Data Science Fundamentals",
+            "Product Management 101",
+            "UX/UI Masterclass",
+            "Cloud Architecture"
+          ]
+        },
+        {
+          "id": "col-course-enrolled",
+          "component": "Col",
+          "label": "Enrollments",
+          "type": "number",
+          "data": [
+            450,
+            380,
+            310,
+            260,
+            190
+          ]
+        },
+        {
+          "id": "col-course-completion",
+          "component": "Col",
+          "label": "Avg Completion Rate",
+          "type": "string",
+          "data": [
+            "82%",
+            "74%",
+            "88%",
+            "79%",
+            "68%"
+          ]
+        },
+        {
+          "id": "col-course-score",
+          "component": "Col",
+          "label": "Avg Quiz Score",
+          "type": "string",
+          "data": [
+            "88.5%",
+            "84.0%",
+            "91.2%",
+            "85.7%",
+            "81.8%"
+          ]
+        },
+        {
+          "id": "tab-at-risk",
+          "component": "TabItem",
+          "value": "at-risk",
+          "trigger": "At-Risk Learners",
+          "content": [
+            "at-risk-card"
+          ]
+        },
+        {
+          "id": "at-risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "at-risk-alert",
+            "at-risk-table"
+          ]
+        },
+        {
+          "id": "at-risk-alert",
+          "component": "Alert",
+          "title": "Learners at Risk of Dropping Out",
+          "description": "3 learners flagged due to inactivity (>10 days) or declining quiz scores (<65%). Consider sending targeted intervention messages.",
+          "variant": "warning"
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-name",
+            "col-risk-cohort",
+            "col-risk-inactivity",
+            "col-risk-score",
+            "col-risk-status"
+          ]
+        },
+        {
+          "id": "col-risk-name",
+          "component": "Col",
+          "label": "Learner Name",
+          "type": "string",
+          "data": [
+            "Alex Morgan",
+            "David Chen",
+            "Sarah Jenkins"
+          ]
+        },
+        {
+          "id": "col-risk-cohort",
+          "component": "Col",
+          "label": "Cohort",
+          "type": "string",
+          "data": [
+            "2024 Q1 - Software Engineering",
+            "2024 Q2 - Data Science & AI",
+            "2024 Q1 - Product Management"
+          ]
+        },
+        {
+          "id": "col-risk-inactivity",
+          "component": "Col",
+          "label": "Days Inactive",
+          "type": "number",
+          "data": [
+            14,
+            11,
+            12
+          ]
+        },
+        {
+          "id": "col-risk-score",
+          "component": "Col",
+          "label": "Avg Score",
+          "type": "string",
+          "data": [
+            "58.0%",
+            "61.5%",
+            "64.0%"
+          ]
+        },
+        {
+          "id": "col-risk-status",
+          "component": "Col",
+          "label": "Risk Factor",
+          "type": "string",
+          "data": [
+            "High - Low Engagement & Scores",
+            "Medium - Inactive > 10 Days",
+            "Medium - Multiple Failed Quizzes"
+          ]
+        },
+        {
+          "id": "message-cohort-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "msg-header",
+            "msg-form"
+          ]
+        },
+        {
+          "id": "msg-header",
+          "component": "CardHeader",
+          "title": "Broadcast Message to Cohort",
+          "subtitle": "Send announcements, reminders, or support resources directly to selected groups."
+        },
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "cohortBroadcastForm",
+          "fields": [
+            "msg-target-control",
+            "msg-subject-control",
+            "msg-body-control"
+          ],
+          "buttons": "msg-buttons-group"
+        },
+        {
+          "id": "msg-target-control",
+          "component": "FormControl",
+          "label": "Target Recipients",
+          "input": "msg-target-select",
+          "hint": "Select whether to message the entire cohort or narrow down to at-risk members."
+        },
+        {
+          "id": "msg-target-select",
+          "component": "Select",
+          "name": "recipientAudience",
+          "placeholder": "Select audience...",
+          "value": "at-risk-only",
+          "items": [
+            "audience-opt-all-cohort",
+            "audience-opt-at-risk",
+            "audience-opt-behind-schedule"
+          ]
+        },
+        {
+          "id": "audience-opt-all-cohort",
+          "component": "SelectItem",
+          "value": "all-cohort",
+          "label": "Entire Selected Cohort"
+        },
+        {
+          "id": "audience-opt-at-risk",
+          "component": "SelectItem",
+          "value": "at-risk-only",
+          "label": "At-Risk Learners Only (3 Learners)"
+        },
+        {
+          "id": "audience-opt-behind-schedule",
+          "component": "SelectItem",
+          "value": "behind-schedule",
+          "label": "Learners Behind Schedule"
+        },
+        {
+          "id": "msg-subject-control",
+          "component": "FormControl",
+          "label": "Message Subject",
+          "input": "msg-subject-input",
+          "hint": "Provide a clear heading for email and platform notifications."
+        },
+        {
+          "id": "msg-subject-input",
+          "component": "Input",
+          "name": "messageSubject",
+          "placeholder": "e.g., Check-in: Need extra support with this week's module?",
+          "type": "text",
+          "value": "Checking in on your course progress"
+        },
+        {
+          "id": "msg-body-control",
+          "component": "FormControl",
+          "label": "Message Content",
+          "input": "msg-body-textarea",
+          "hint": "Personalized placeholders like {{first_name}} are supported."
+        },
+        {
+          "id": "msg-body-textarea",
+          "component": "TextArea",
+          "name": "messageBody",
+          "placeholder": "Type your message here...",
+          "rows": 4,
+          "value": "Hi {{first_name}},\n\nWe noticed you haven't logged in recently. If you're stuck or need help with the recent material, our mentors are available for office hours!"
+        },
+        {
+          "id": "msg-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "msg-send-btn",
+            "msg-preview-btn"
+          ]
+        },
+        {
+          "id": "msg-send-btn",
+          "component": "Button",
+          "label": "Send Announcement",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "msg-preview-btn",
+          "component": "Button",
+          "label": "Preview Notification",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..ea1888d4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-learning__r4.txt
@@ -0,0 +1,642 @@
+Here is an analytics dashboard for a training platform incorporating all requested metrics, cohorts filtering, engagement charts, learner risk list, and cohort messaging tools.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "training-analytics",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Learning Platform Analytics"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "training-analytics",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "metrics-tabs",
+          "followups"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-title",
+          "cohort-filter-control"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Learning Platform Analytics",
+        "subtitle": "Track engagement, course performance, and learner retention in real time."
+      },
+      {
+        "id": "cohort-filter-control",
+        "component": "FormControl",
+        "label": "Filter & Target Cohort",
+        "hint": "Select a cohort to narrow analytics and send targeted updates.",
+        "input": "cohort-select"
+      },
+      {
+        "id": "cohort-select",
+        "component": "Select",
+        "name": "cohortFilter",
+        "placeholder": "All Cohorts (Default)",
+        "value": "all",
+        "items": [
+          "cohort-item-all",
+          "cohort-item-q1",
+          "cohort-item-q2",
+          "cohort-item-eng",
+          "cohort-item-sales"
+        ]
+      },
+      {
+        "id": "cohort-item-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Cohorts (Global Overview)"
+      },
+      {
+        "id": "cohort-item-q1",
+        "component": "SelectItem",
+        "value": "2025-q1",
+        "label": "2025 Q1 Onboarding Cohort"
+      },
+      {
+        "id": "cohort-item-q2",
+        "component": "SelectItem",
+        "value": "2025-q2",
+        "label": "2025 Q2 Leadership Cohort"
+      },
+      {
+        "id": "cohort-item-eng",
+        "component": "SelectItem",
+        "value": "engineering",
+        "label": "Engineering Upskilling"
+      },
+      {
+        "id": "cohort-item-sales",
+        "component": "SelectItem",
+        "value": "sales-enablement",
+        "label": "Sales Enablement 2025"
+      },
+      {
+        "id": "metrics-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-overview",
+          "tab-courses",
+          "tab-retention",
+          "tab-message"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Overview & Engagement",
+        "content": [
+          "kpi-summary-card",
+          "engagement-chart-card"
+        ]
+      },
+      {
+        "id": "kpi-summary-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "kpi-active-card",
+          "kpi-completion-card",
+          "kpi-quiz-card"
+        ]
+      },
+      {
+        "id": "kpi-active-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-active-label",
+          "kpi-active-val",
+          "kpi-active-badge"
+        ]
+      },
+      {
+        "id": "kpi-active-label",
+        "component": "TextContent",
+        "text": "Active Learners This Week",
+        "size": "small"
+      },
+      {
+        "id": "kpi-active-val",
+        "component": "Heading",
+        "text": "1,842",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-active-badge",
+        "component": "Badge",
+        "text": "+12.4% vs last week",
+        "variant": "default"
+      },
+      {
+        "id": "kpi-completion-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-completion-label",
+          "kpi-completion-val",
+          "kpi-completion-progress"
+        ]
+      },
+      {
+        "id": "kpi-completion-label",
+        "component": "TextContent",
+        "text": "Course Completion Rate",
+        "size": "small"
+      },
+      {
+        "id": "kpi-completion-val",
+        "component": "Heading",
+        "text": "78.5%",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-completion-progress",
+        "component": "Progress",
+        "value": 78.5,
+        "label": "Target: 80%"
+      },
+      {
+        "id": "kpi-quiz-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-quiz-label",
+          "kpi-quiz-val",
+          "kpi-quiz-badge"
+        ]
+      },
+      {
+        "id": "kpi-quiz-label",
+        "component": "TextContent",
+        "text": "Average Quiz Score",
+        "size": "small"
+      },
+      {
+        "id": "kpi-quiz-val",
+        "component": "Heading",
+        "text": "86.4%",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-quiz-badge",
+        "component": "Badge",
+        "text": "+3.1% benchmark",
+        "variant": "secondary"
+      },
+      {
+        "id": "engagement-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "chart-header",
+          "engagement-line-chart"
+        ]
+      },
+      {
+        "id": "chart-header",
+        "component": "CardHeader",
+        "title": "Engagement Across Past 8 Weeks",
+        "subtitle": "Weekly active users and content completions over the last 8-week cycle."
+      },
+      {
+        "id": "engagement-line-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Timeline",
+        "yLabel": "Learner Activity",
+        "labels": [
+          "W1",
+          "W2",
+          "W3",
+          "W4",
+          "W5",
+          "W6",
+          "W7",
+          "W8"
+        ],
+        "series": [
+          "series-active-learners",
+          "series-completions"
+        ]
+      },
+      {
+        "id": "series-active-learners",
+        "component": "Series",
+        "category": "Active Learners",
+        "values": [
+          1200,
+          1350,
+          1280,
+          1500,
+          1620,
+          1580,
+          1750,
+          1842
+        ]
+      },
+      {
+        "id": "series-completions",
+        "component": "Series",
+        "category": "Lessons Completed",
+        "values": [
+          820,
+          910,
+          890,
+          1100,
+          1250,
+          1180,
+          1340,
+          1410
+        ]
+      },
+      {
+        "id": "tab-courses",
+        "component": "TabItem",
+        "value": "courses",
+        "trigger": "Ranked Courses",
+        "content": [
+          "courses-card"
+        ]
+      },
+      {
+        "id": "courses-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "courses-header",
+          "courses-chart",
+          "courses-table"
+        ]
+      },
+      {
+        "id": "courses-header",
+        "component": "CardHeader",
+        "title": "Courses Ranked by Enrollment",
+        "subtitle": "Most popular training modules and their current active enrollment."
+      },
+      {
+        "id": "courses-chart",
+        "component": "HorizontalBarChart",
+        "variant": "grouped",
+        "xLabel": "Enrolled Learners",
+        "yLabel": "Course",
+        "labels": [
+          "Security & Compliance 101",
+          "Full-Stack Web Architecture",
+          "Agile Project Leadership",
+          "Data Analysis with Python",
+          "Customer Service Excellence"
+        ],
+        "series": [
+          "series-enrollment"
+        ]
+      },
+      {
+        "id": "series-enrollment",
+        "component": "Series",
+        "category": "Enrolled Students",
+        "values": [
+          840,
+          620,
+          510,
+          430,
+          310
+        ]
+      },
+      {
+        "id": "courses-table",
+        "component": "Table",
+        "columns": [
+          "col-rank",
+          "col-course-name",
+          "col-enrolled",
+          "col-completion"
+        ]
+      },
+      {
+        "id": "col-rank",
+        "component": "Col",
+        "label": "Rank",
+        "type": "string",
+        "data": [
+          "#1",
+          "#2",
+          "#3",
+          "#4",
+          "#5"
+        ]
+      },
+      {
+        "id": "col-course-name",
+        "component": "Col",
+        "label": "Course Name",
+        "type": "string",
+        "data": [
+          "Security & Compliance 101",
+          "Full-Stack Web Architecture",
+          "Agile Project Leadership",
+          "Data Analysis with Python",
+          "Customer Service Excellence"
+        ]
+      },
+      {
+        "id": "col-enrolled",
+        "component": "Col",
+        "label": "Active Enrollment",
+        "type": "number",
+        "data": [
+          840,
+          620,
+          510,
+          430,
+          310
+        ]
+      },
+      {
+        "id": "col-completion",
+        "component": "Col",
+        "label": "Avg. Completion Rate",
+        "type": "string",
+        "data": [
+          "92%",
+          "74%",
+          "81%",
+          "68%",
+          "88%"
+        ]
+      },
+      {
+        "id": "tab-retention",
+        "component": "TabItem",
+        "value": "retention",
+        "trigger": "Learners at Risk",
+        "content": [
+          "at-risk-card"
+        ]
+      },
+      {
+        "id": "at-risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "at-risk-header",
+          "at-risk-callout",
+          "at-risk-list"
+        ]
+      },
+      {
+        "id": "at-risk-header",
+        "component": "CardHeader",
+        "title": "Learners at Risk of Dropping Out",
+        "subtitle": "Students flagged for inactivity (>14 days idle), failing quiz trends, or low module progress."
+      },
+      {
+        "id": "at-risk-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "18 Learners Require Early Intervention",
+        "description": "Automated nudge emails or tutor check-ins are recommended for learners idle for over two weeks."
+      },
+      {
+        "id": "at-risk-list",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "at-risk-item-1",
+          "at-risk-item-2",
+          "at-risk-item-3",
+          "at-risk-item-4"
+        ]
+      },
+      {
+        "id": "at-risk-item-1",
+        "component": "ListItem",
+        "title": "Alex Morgan — Full-Stack Web Architecture",
+        "subtitle": "Last active: 16 days ago | Quiz Avg: 54% | Progress: 28%",
+        "actionLabel": "Review Progress"
+      },
+      {
+        "id": "at-risk-item-2",
+        "component": "ListItem",
+        "title": "David Chen — Data Analysis with Python",
+        "subtitle": "Last active: 18 days ago | Quiz Avg: 48% | Progress: 15%",
+        "actionLabel": "Review Progress"
+      },
+      {
+        "id": "at-risk-item-3",
+        "component": "ListItem",
+        "title": "Samantha Reed — Agile Project Leadership",
+        "subtitle": "Last active: 14 days ago | Quiz Avg: 62% | Progress: 40%",
+        "actionLabel": "Review Progress"
+      },
+      {
+        "id": "at-risk-item-4",
+        "component": "ListItem",
+        "title": "Marcus Vance — Security & Compliance 101",
+        "subtitle": "Last active: 21 days ago | Quiz Avg: 50% | Progress: 10%",
+        "actionLabel": "Review Progress"
+      },
+      {
+        "id": "tab-message",
+        "component": "TabItem",
+        "value": "message",
+        "trigger": "Message Cohort",
+        "content": [
+          "message-card"
+        ]
+      },
+      {
+        "id": "message-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "message-header",
+          "message-form"
+        ]
+      },
+      {
+        "id": "message-header",
+        "component": "CardHeader",
+        "title": "Send Cohort Broadcast",
+        "subtitle": "Deliver a direct message, assignment reminder, or motivational check-in to learners."
+      },
+      {
+        "id": "message-form",
+        "component": "Form",
+        "name": "sendMessageForm",
+        "fields": [
+          "field-target-group",
+          "field-subject",
+          "field-body"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "field-target-group",
+        "component": "FormControl",
+        "label": "Recipient Filter",
+        "hint": "Message will be dispatched to students in the currently selected cohort.",
+        "input": "recipient-radio"
+      },
+      {
+        "id": "recipient-radio",
+        "component": "RadioGroup",
+        "name": "recipientType",
+        "defaultValue": "all-in-cohort",
+        "items": [
+          "radio-all",
+          "radio-at-risk",
+          "radio-incomplete"
+        ]
+      },
+      {
+        "id": "radio-all",
+        "component": "RadioItem",
+        "value": "all-in-cohort",
+        "label": "All Members in Selected Cohort",
+        "description": "Send message to all enrolled learners in this group."
+      },
+      {
+        "id": "radio-at-risk",
+        "component": "RadioItem",
+        "value": "at-risk-only",
+        "label": "Only Learners at Risk",
+        "description": "Target learners with low progress or high inactivity."
+      },
+      {
+        "id": "radio-incomplete",
+        "component": "RadioItem",
+        "value": "pending-assignments",
+        "label": "Learners with Pending Quizzes",
+        "description": "Target students missing upcoming deadline submissions."
+      },
+      {
+        "id": "field-subject",
+        "component": "FormControl",
+        "label": "Subject Line",
+        "hint": "Keep it short and clear.",
+        "input": "input-subject"
+      },
+      {
+        "id": "input-subject",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Weekly Reminder: Module 3 Deadline & Tutor Office Hours",
+        "type": "text"
+      },
+      {
+        "id": "field-body",
+        "component": "FormControl",
+        "label": "Message Content",
+        "hint": "Supports plain text or Markdown formatting.",
+        "input": "input-body"
+      },
+      {
+        "id": "input-body",
+        "component": "TextArea",
+        "name": "body",
+        "placeholder": "Write your update, reminder, or encouragement message here...",
+        "rows": 4
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-send",
+          "btn-preview"
+        ]
+      },
+      {
+        "id": "btn-send",
+        "component": "Button",
+        "label": "Send Message",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "btn-preview",
+        "component": "Button",
+        "label": "Save as Draft",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "followups",
+        "component": "FollowUpBlock",
+        "items": [
+          "followup-1",
+          "followup-2",
+          "followup-3"
+        ]
+      },
+      {
+        "id": "followup-1",
+        "component": "FollowUpItem",
+        "text": "Export at-risk learner list to CSV"
+      },
+      {
+        "id": "followup-2",
+        "component": "FollowUpItem",
+        "text": "Schedule automated email nudge for inactive users"
+      },
+      {
+        "id": "followup-3",
+        "component": "FollowUpItem",
+        "text": "Compare completion rates with previous quarter"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..737d5e49a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,561 @@
+An interactive, comprehensive marketing dashboard generated below satisfies all required views and controls including date range selection, metric tracking, campaign performance highlights, traffic source breakdowns, subscriber growth, and report export functionality.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "marketing_dashboard_surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Marketing Analytics Engine"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "marketing_dashboard_surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "metrics_summary_card",
+          "tabs_overview"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header_title",
+          "header_actions_card",
+          "best_campaign_alert"
+        ]
+      },
+      {
+        "id": "header_title",
+        "component": "CardHeader",
+        "title": "Weekly Marketing Performance Dashboard",
+        "subtitle": "Overview of traffic, campaign ROI, conversion rates, and audience growth"
+      },
+      {
+        "id": "header_actions_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "date_range_select",
+          "export_buttons"
+        ]
+      },
+      {
+        "id": "date_range_select",
+        "component": "Select",
+        "name": "date_range",
+        "placeholder": "Select Date Range",
+        "value": "last_30_days",
+        "size": "small",
+        "items": [
+          "range_opt_7d",
+          "range_opt_30d",
+          "range_opt_90d",
+          "range_opt_mtd"
+        ]
+      },
+      {
+        "id": "range_opt_7d",
+        "component": "SelectItem",
+        "value": "last_7_days",
+        "label": "Last 7 Days"
+      },
+      {
+        "id": "range_opt_30d",
+        "component": "SelectItem",
+        "value": "last_30_days",
+        "label": "Last 30 Days"
+      },
+      {
+        "id": "range_opt_90d",
+        "component": "SelectItem",
+        "value": "last_90_days",
+        "label": "Last 90 Days"
+      },
+      {
+        "id": "range_opt_mtd",
+        "component": "SelectItem",
+        "value": "month_to_date",
+        "label": "Month to Date"
+      },
+      {
+        "id": "export_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn_export_pdf",
+          "btn_export_csv"
+        ]
+      },
+      {
+        "id": "btn_export_pdf",
+        "component": "Button",
+        "label": "Export PDF Report",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "btn_export_csv",
+        "component": "Button",
+        "label": "Export Raw CSV",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "best_campaign_alert",
+        "component": "Alert",
+        "variant": "success",
+        "title": "Top Performing Campaign: Q3 Search Retargeting",
+        "description": "Outperforming benchmark with 4.8% CTR, generating 340 direct conversions at $24.50 CPA ($18,500 budget utilized)."
+      },
+      {
+        "id": "metrics_summary_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi_visitors",
+          "kpi_conversion",
+          "kpi_subscribers",
+          "kpi_spend"
+        ]
+      },
+      {
+        "id": "kpi_visitors",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi_visitors_title",
+          "kpi_visitors_val",
+          "kpi_visitors_badge"
+        ]
+      },
+      {
+        "id": "kpi_visitors_title",
+        "component": "TextContent",
+        "text": "Site Visitors (30d)",
+        "size": "small"
+      },
+      {
+        "id": "kpi_visitors_val",
+        "component": "Heading",
+        "text": "128,450",
+        "level": "h2"
+      },
+      {
+        "id": "kpi_visitors_badge",
+        "component": "Badge",
+        "text": "+14.2% vs last month",
+        "variant": "default"
+      },
+      {
+        "id": "kpi_conversion",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi_conv_title",
+          "kpi_conv_val",
+          "kpi_conv_badge"
+        ]
+      },
+      {
+        "id": "kpi_conv_title",
+        "component": "TextContent",
+        "text": "Avg. Conversion Rate",
+        "size": "small"
+      },
+      {
+        "id": "kpi_conv_val",
+        "component": "Heading",
+        "text": "3.42%",
+        "level": "h2"
+      },
+      {
+        "id": "kpi_conv_badge",
+        "component": "Badge",
+        "text": "+0.45% MoM",
+        "variant": "default"
+      },
+      {
+        "id": "kpi_subscribers",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi_sub_title",
+          "kpi_sub_val",
+          "kpi_sub_badge"
+        ]
+      },
+      {
+        "id": "kpi_sub_title",
+        "component": "TextContent",
+        "text": "Subscriber Growth (MTD)",
+        "size": "small"
+      },
+      {
+        "id": "kpi_sub_val",
+        "component": "Heading",
+        "text": "+4,820",
+        "level": "h2"
+      },
+      {
+        "id": "kpi_sub_badge",
+        "component": "Badge",
+        "text": "80.3% of monthly target",
+        "variant": "secondary"
+      },
+      {
+        "id": "kpi_spend",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi_spend_title",
+          "kpi_spend_val",
+          "kpi_spend_badge"
+        ]
+      },
+      {
+        "id": "kpi_spend_title",
+        "component": "TextContent",
+        "text": "Active Campaign Spend",
+        "size": "small"
+      },
+      {
+        "id": "kpi_spend_val",
+        "component": "Heading",
+        "text": "$42,800",
+        "level": "h2"
+      },
+      {
+        "id": "kpi_spend_badge",
+        "component": "Badge",
+        "text": "4 Campaigns Active",
+        "variant": "outline"
+      },
+      {
+        "id": "tabs_overview",
+        "component": "Tabs",
+        "items": [
+          "tab_traffic_growth",
+          "tab_campaigns",
+          "tab_sources"
+        ]
+      },
+      {
+        "id": "tab_traffic_growth",
+        "component": "TabItem",
+        "value": "traffic_growth",
+        "trigger": "Traffic & Subscribers",
+        "content": [
+          "traffic_chart_card",
+          "subscribers_growth_card"
+        ]
+      },
+      {
+        "id": "traffic_chart_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "traffic_chart_header",
+          "visitors_line_chart"
+        ]
+      },
+      {
+        "id": "traffic_chart_header",
+        "component": "CardHeader",
+        "title": "Site Visitors (Last 30 Days)",
+        "subtitle": "Daily trend of unique site visitors across all channels"
+      },
+      {
+        "id": "visitors_line_chart",
+        "component": "LineChart",
+        "xLabel": "Date Range (Past 30 Days)",
+        "yLabel": "Visitors",
+        "variant": "natural",
+        "labels": [
+          "Day 1-5",
+          "Day 6-10",
+          "Day 11-15",
+          "Day 16-20",
+          "Day 21-25",
+          "Day 26-30"
+        ],
+        "series": [
+          "series_daily_visitors"
+        ]
+      },
+      {
+        "id": "series_daily_visitors",
+        "component": "Series",
+        "category": "Unique Visitors",
+        "values": [
+          18200,
+          21400,
+          19800,
+          24100,
+          21900,
+          23050
+        ]
+      },
+      {
+        "id": "subscribers_growth_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "sub_growth_header",
+          "sub_progress_bar",
+          "sub_area_chart"
+        ]
+      },
+      {
+        "id": "sub_growth_header",
+        "component": "CardHeader",
+        "title": "Email Subscriber Growth This Month",
+        "subtitle": "Cumulative new email signups targeting 6,000 goal"
+      },
+      {
+        "id": "sub_progress_bar",
+        "component": "Progress",
+        "label": "Monthly Goal Progress (4,820 / 6,000 New Subscribers)",
+        "value": 80
+      },
+      {
+        "id": "sub_area_chart",
+        "component": "AreaChart",
+        "xLabel": "Weeks in Current Month",
+        "yLabel": "Net New Subscribers",
+        "variant": "natural",
+        "labels": [
+          "Week 1",
+          "Week 2",
+          "Week 3",
+          "Week 4 (Current)"
+        ],
+        "series": [
+          "series_subscribers"
+        ]
+      },
+      {
+        "id": "series_subscribers",
+        "component": "Series",
+        "category": "New Subscribers",
+        "values": [
+          1100,
+          2350,
+          3600,
+          4820
+        ]
+      },
+      {
+        "id": "tab_campaigns",
+        "component": "TabItem",
+        "value": "running_campaigns",
+        "trigger": "Active Campaigns",
+        "content": [
+          "campaigns_card"
+        ]
+      },
+      {
+        "id": "campaigns_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "campaigns_header",
+          "campaigns_table"
+        ]
+      },
+      {
+        "id": "campaigns_header",
+        "component": "CardHeader",
+        "title": "Running Campaigns & Spend Breakdown",
+        "subtitle": "Current live marketing efforts and associated performance metrics"
+      },
+      {
+        "id": "campaigns_table",
+        "component": "Table",
+        "columns": [
+          "col_camp_name",
+          "col_camp_status",
+          "col_camp_spend",
+          "col_camp_conv",
+          "col_camp_cpa"
+        ]
+      },
+      {
+        "id": "col_camp_name",
+        "component": "Col",
+        "label": "Campaign Name",
+        "type": "string",
+        "data": [
+          "Q3 Search Retargeting (Best)",
+          "Social Video Awareness",
+          "Partner Newsletter Co-Op",
+          "Display B2B Remarketing"
+        ]
+      },
+      {
+        "id": "col_camp_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Active (Top)",
+          "Active",
+          "Active",
+          "Active"
+        ]
+      },
+      {
+        "id": "col_camp_spend",
+        "component": "Col",
+        "label": "Total Spend",
+        "type": "number",
+        "data": [
+          18500,
+          12400,
+          7500,
+          4400
+        ]
+      },
+      {
+        "id": "col_camp_conv",
+        "component": "Col",
+        "label": "Conversions",
+        "type": "number",
+        "data": [
+          340,
+          185,
+          112,
+          48
+        ]
+      },
+      {
+        "id": "col_camp_cpa",
+        "component": "Col",
+        "label": "CPA ($)",
+        "type": "number",
+        "data": [
+          24.5,
+          67.03,
+          66.96,
+          91.66
+        ]
+      },
+      {
+        "id": "tab_sources",
+        "component": "TabItem",
+        "value": "traffic_sources",
+        "trigger": "Top Traffic Sources",
+        "content": [
+          "sources_card"
+        ]
+      },
+      {
+        "id": "sources_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "sources_header",
+          "sources_pie_chart",
+          "sources_bar_chart"
+        ]
+      },
+      {
+        "id": "sources_header",
+        "component": "CardHeader",
+        "title": "Top 5 Traffic Sources",
+        "subtitle": "Share of total site traffic by acquisition channel"
+      },
+      {
+        "id": "sources_pie_chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "Organic Search (42%)",
+          "Paid Search (26%)",
+          "Direct (15%)",
+          "Social Media (10%)",
+          "Referral & Email (7%)"
+        ],
+        "values": [
+          42,
+          26,
+          15,
+          10,
+          7
+        ]
+      },
+      {
+        "id": "sources_bar_chart",
+        "component": "HorizontalBarChart",
+        "xLabel": "Traffic Share (%)",
+        "yLabel": "Source Channel",
+        "variant": "grouped",
+        "labels": [
+          "Organic Search",
+          "Paid Search",
+          "Direct",
+          "Social Media",
+          "Referral & Email"
+        ],
+        "series": [
+          "series_sources_share"
+        ]
+      },
+      {
+        "id": "series_sources_share",
+        "component": "Series",
+        "category": "% Share",
+        "values": [
+          42,
+          26,
+          15,
+          10,
+          7
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..fb6a71467
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,510 @@
+Here is a comprehensive weekly dashboard designed for a marketing manager, covering performance metrics, campaign analysis, traffic acquisition, subscriber growth, and actionable controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Marketing Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "top-callout",
+            "kpi-tabs",
+            "campaigns-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-controls-card"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Weekly Marketing Performance Dashboard",
+          "subtitle": "Overview of site traffic, campaign ROI, traffic channels, and audience growth."
+        },
+        {
+          "id": "header-controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "date-range-select",
+            "action-buttons"
+          ]
+        },
+        {
+          "id": "date-range-select",
+          "component": "Select",
+          "name": "date_range",
+          "placeholder": "Select Date Range",
+          "value": "last_30_days",
+          "items": [
+            "range-7d",
+            "range-30d",
+            "range-mtd",
+            "range-90d"
+          ]
+        },
+        {
+          "id": "range-7d",
+          "component": "SelectItem",
+          "value": "last_7_days",
+          "label": "Last 7 Days"
+        },
+        {
+          "id": "range-30d",
+          "component": "SelectItem",
+          "value": "last_30_days",
+          "label": "Last 30 Days (Oct 24 - Nov 23)"
+        },
+        {
+          "id": "range-mtd",
+          "component": "SelectItem",
+          "value": "month_to_date",
+          "label": "Month to Date (Nov 1 - Nov 23)"
+        },
+        {
+          "id": "range-90d",
+          "component": "SelectItem",
+          "value": "last_90_days",
+          "label": "Last 90 Days"
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-export",
+            "btn-share"
+          ]
+        },
+        {
+          "id": "btn-export",
+          "component": "Button",
+          "label": "Export Report (PDF/CSV)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["export_report"]
+        },
+        {
+          "id": "btn-share",
+          "component": "Button",
+          "label": "Share Dashboard",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["share_dashboard"]
+        },
+        {
+          "id": "top-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Top Performing Campaign: Q4 Black Friday Prep",
+          "description": "Generated 420 conversions ($68,500 revenue) with a 4.8% conversion rate and $14,200 total spend, delivering a 4.82x ROAS."
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-traffic-sources",
+            "tab-subscribers"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Traffic & Conversion Overview",
+          "content": [
+            "kpi-cards-group",
+            "traffic-chart-card"
+          ]
+        },
+        {
+          "id": "kpi-cards-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-card-visitors",
+            "kpi-card-conversion",
+            "kpi-card-subscribers"
+          ]
+        },
+        {
+          "id": "kpi-card-visitors",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-visitors-tag",
+            "kpi-visitors-heading",
+            "kpi-visitors-sub"
+          ]
+        },
+        {
+          "id": "kpi-visitors-tag",
+          "component": "Tag",
+          "text": "Total Site Visitors",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-visitors-heading",
+          "component": "Heading",
+          "text": "128,450",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-visitors-sub",
+          "component": "TextContent",
+          "text": "↑ +14.2% vs previous 30 days",
+          "size": "small"
+        },
+        {
+          "id": "kpi-card-conversion",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-conversion-tag",
+            "kpi-conversion-heading",
+            "kpi-conversion-sub"
+          ]
+        },
+        {
+          "id": "kpi-conversion-tag",
+          "component": "Tag",
+          "text": "Avg Conversion Rate",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-conversion-heading",
+          "component": "Heading",
+          "text": "3.42%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-conversion-sub",
+          "component": "TextContent",
+          "text": "↑ +0.38% vs previous 30 days",
+          "size": "small"
+        },
+        {
+          "id": "kpi-card-subscribers",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-subscribers-tag",
+            "kpi-subscribers-heading",
+            "kpi-subscribers-sub"
+          ]
+        },
+        {
+          "id": "kpi-subscribers-tag",
+          "component": "Tag",
+          "text": "Subscriber Growth (MTD)",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-subscribers-heading",
+          "component": "Heading",
+          "text": "+4,820",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-subscribers-sub",
+          "component": "TextContent",
+          "text": "Target: 5,000 net new (96.4% reached)",
+          "size": "small"
+        },
+        {
+          "id": "traffic-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "traffic-line-chart"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Site Visitors & Conversion Rate Trend (Last 30 Days)",
+          "subtitle": "Daily breakdown of visitors and corresponding conversion spikes"
+        },
+        {
+          "id": "traffic-line-chart",
+          "component": "LineChart",
+          "xLabel": "Date",
+          "yLabel": "Visitors",
+          "variant": "natural",
+          "labels": ["Oct 25", "Oct 28", "Oct 31", "Nov 03", "Nov 06", "Nov 09", "Nov 12", "Nov 15", "Nov 18", "Nov 21", "Nov 23"],
+          "series": ["series-visitors"]
+        },
+        {
+          "id": "series-visitors",
+          "component": "Series",
+          "category": "Daily Visitors",
+          "values": [3200, 3450, 4100, 3900, 4600, 5200, 4800, 4300, 5100, 5800, 6100]
+        },
+        {
+          "id": "tab-traffic-sources",
+          "component": "TabItem",
+          "value": "traffic-sources",
+          "trigger": "Top Traffic Sources",
+          "content": [
+            "traffic-sources-card"
+          ]
+        },
+        {
+          "id": "traffic-sources-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sources-header",
+            "sources-pie-chart",
+            "sources-table"
+          ]
+        },
+        {
+          "id": "sources-header",
+          "component": "CardHeader",
+          "title": "Top 5 Traffic Sources Share",
+          "subtitle": "Distribution of incoming web traffic across main channels"
+        },
+        {
+          "id": "sources-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Organic Search", "Paid Search (PPC)", "Paid Social", "Email Marketing", "Direct / Referral"],
+          "values": [42.5, 24.8, 16.2, 11.5, 5.0]
+        },
+        {
+          "id": "sources-table",
+          "component": "Table",
+          "columns": [
+            "col-source-channel",
+            "col-source-share",
+            "col-source-visitors",
+            "col-source-conv"
+          ]
+        },
+        {
+          "id": "col-source-channel",
+          "component": "Col",
+          "label": "Traffic Source",
+          "type": "string",
+          "data": ["Organic Search (Google)", "Paid Search (Google Ads)", "Paid Social (Meta & LinkedIn)", "Email Marketing (Newsletters)", "Direct / Referral"]
+        },
+        {
+          "id": "col-source-share",
+          "component": "Col",
+          "label": "Share (%)",
+          "type": "number",
+          "data": [42.5, 24.8, 16.2, 11.5, 5.0]
+        },
+        {
+          "id": "col-source-visitors",
+          "component": "Col",
+          "label": "Visitors",
+          "type": "number",
+          "data": [54591, 31855, 20808, 14771, 6425]
+        },
+        {
+          "id": "col-source-conv",
+          "component": "Col",
+          "label": "Avg. Conv. Rate",
+          "type": "string",
+          "data": ["2.9%", "4.1%", "3.6%", "5.2%", "2.1%"]
+        },
+        {
+          "id": "tab-subscribers",
+          "component": "TabItem",
+          "value": "subscribers",
+          "trigger": "Subscriber Growth",
+          "content": [
+            "subscribers-card"
+          ]
+        },
+        {
+          "id": "subscribers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "subscribers-header",
+            "subscribers-progress",
+            "subscribers-chart"
+          ]
+        },
+        {
+          "id": "subscribers-header",
+          "component": "CardHeader",
+          "title": "Email Subscriber Growth (This Month)",
+          "subtitle": "Tracking net new opt-ins against monthly target of 5,000 subscribers"
+        },
+        {
+          "id": "subscribers-progress",
+          "component": "Progress",
+          "value": 96,
+          "label": "4,820 / 5,000 New Subscribers (96.4% of November Goal)"
+        },
+        {
+          "id": "subscribers-chart",
+          "component": "AreaChart",
+          "xLabel": "Week",
+          "yLabel": "Cumulative Subscribers",
+          "variant": "natural",
+          "labels": ["Nov 01", "Nov 07", "Nov 14", "Nov 21", "Nov 23 (Current)"],
+          "series": ["series-subs-growth"]
+        },
+        {
+          "id": "series-subs-growth",
+          "component": "Series",
+          "category": "Net New Subscribers",
+          "values": [950, 2100, 3450, 4400, 4820]
+        },
+        {
+          "id": "campaigns-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "campaigns-header",
+            "campaigns-table"
+          ]
+        },
+        {
+          "id": "campaigns-header",
+          "component": "CardHeader",
+          "title": "Active Running Campaigns",
+          "subtitle": "Spend, conversion output, and ROAS breakdown for current campaigns"
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": [
+            "col-camp-name",
+            "col-camp-status",
+            "col-camp-spend",
+            "col-camp-conv",
+            "col-camp-roas"
+          ]
+        },
+        {
+          "id": "col-camp-name",
+          "component": "Col",
+          "label": "Campaign Name",
+          "type": "string",
+          "data": [
+            "⭐ Q4 Black Friday Prep (Best Performer)",
+            "Retargeting - Cart Abandoners",
+            "Brand Search Keywords",
+            "Influencer Co-Op Promo",
+            "Top-of-Funnel Video Ads"
+          ]
+        },
+        {
+          "id": "col-camp-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active", "Active", "Active", "Active", "Active"]
+        },
+        {
+          "id": "col-camp-spend",
+          "component": "Col",
+          "label": "Current Spend ($)",
+          "type": "number",
+          "data": [14200, 6800, 4500, 8000, 5200]
+        },
+        {
+          "id": "col-camp-conv",
+          "component": "Col",
+          "label": "Conversions",
+          "type": "number",
+          "data": [420, 215, 180, 140, 65]
+        },
+        {
+          "id": "col-camp-roas",
+          "component": "Col",
+          "label": "ROAS / Return",
+          "type": "string",
+          "data": ["4.82x", "3.90x", "3.10x", "2.15x", "1.40x"]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Deep dive into Q4 Black Friday Prep campaign ROI"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Compare traffic source conversion rates month-over-month"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Schedule automated weekly PDF report export"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..c12f5d591
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,403 @@
+Here is the weekly marketing manager dashboard containing all requested metrics, campaign details, traffic sources, and action controls.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "marketing-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Marketing Analytics Engine"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "marketing-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "best-campaign-callout",
+          "kpi-summary-card",
+          "charts-tab-container",
+          "campaigns-card",
+          "followup-suggestions"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-title",
+          "controls-card"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Marketing Manager Weekly Dashboard",
+        "subtitle": "Overview of traffic, campaign performance, conversion rates, and audience growth."
+      },
+      {
+        "id": "controls-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "date-picker-control",
+          "export-buttons"
+        ]
+      },
+      {
+        "id": "date-picker-control",
+        "component": "FormControl",
+        "label": "Date Range",
+        "input": "date-picker-input",
+        "hint": "Select custom date filter (Item #6)"
+      },
+      {
+        "id": "date-picker-input",
+        "component": "DatePicker",
+        "name": "dashboardDateRange",
+        "mode": "range"
+      },
+      {
+        "id": "export-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "export-pdf-btn",
+          "export-csv-btn"
+        ]
+      },
+      {
+        "id": "export-pdf-btn",
+        "component": "Button",
+        "label": "Export Report (PDF)",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "export-csv-btn",
+        "component": "Button",
+        "label": "Export Data (CSV)",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "best-campaign-callout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Best Performing Campaign: Q3 Search Ads Lift (Item #5)",
+        "description": "Achieved the highest ROI this period with 3,850 total conversions, a 4.8% conversion rate, and an average CPA of $18.20."
+      },
+      {
+        "id": "kpi-summary-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "kpi-heading",
+          "kpi-metrics-tabs"
+        ]
+      },
+      {
+        "id": "kpi-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Core Metrics Overview"
+      },
+      {
+        "id": "kpi-metrics-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-visitors",
+          "tab-conversion",
+          "tab-subscribers"
+        ]
+      },
+      {
+        "id": "tab-visitors",
+        "component": "TabItem",
+        "value": "visitors",
+        "trigger": "Site Visitors (Last 30 Days)",
+        "content": [
+          "visitors-tag",
+          "visitors-line-chart"
+        ]
+      },
+      {
+        "id": "visitors-tag",
+        "component": "Tag",
+        "text": "Total Visitors (30d): 124,500 (+14% vs prev period)",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "visitors-line-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Date (Last 30 Days)",
+        "yLabel": "Visitors",
+        "labels": [
+          "Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"
+        ],
+        "series": [
+          "visitors-series"
+        ]
+      },
+      {
+        "id": "visitors-series",
+        "component": "Series",
+        "category": "Daily Visitors",
+        "values": [3200, 3800, 4100, 3950, 4600, 4300, 4850]
+      },
+      {
+        "id": "tab-conversion",
+        "component": "TabItem",
+        "value": "conversion",
+        "trigger": "Conversion Rate",
+        "content": [
+          "conversion-tag",
+          "conversion-area-chart"
+        ]
+      },
+      {
+        "id": "conversion-tag",
+        "component": "Tag",
+        "text": "Avg Conversion Rate: 3.42% (+0.35% MoM)",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "conversion-area-chart",
+        "component": "AreaChart",
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Conversion Rate (%)",
+        "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+        "series": [
+          "conversion-series"
+        ]
+      },
+      {
+        "id": "conversion-series",
+        "component": "Series",
+        "category": "Conversion Rate %",
+        "values": [3.1, 3.25, 3.38, 3.42]
+      },
+      {
+        "id": "tab-subscribers",
+        "component": "TabItem",
+        "value": "subscribers",
+        "trigger": "Subscriber Growth (This Month)",
+        "content": [
+          "subscribers-tag",
+          "subscribers-bar-chart"
+        ]
+      },
+      {
+        "id": "subscribers-tag",
+        "component": "Tag",
+        "text": "New Subscribers This Month: +8,450 (Target: 8,000)",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "subscribers-bar-chart",
+        "component": "BarChart",
+        "variant": "grouped",
+        "xLabel": "Week of Month",
+        "yLabel": "New Subscribers",
+        "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+        "series": [
+          "subscribers-series"
+        ]
+      },
+      {
+        "id": "subscribers-series",
+        "component": "Series",
+        "category": "Net New Subscribers",
+        "values": [1850, 2100, 2250, 2250]
+      },
+      {
+        "id": "charts-tab-container",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "sources-heading",
+          "sources-pie-chart",
+          "sources-table"
+        ]
+      },
+      {
+        "id": "sources-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Top 5 Traffic Sources & Share (Item #3)"
+      },
+      {
+        "id": "sources-pie-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "Organic Search",
+          "Paid Search",
+          "Direct Traffic",
+          "Social Media",
+          "Email Campaigns"
+        ],
+        "values": [40, 25, 15, 12, 8]
+      },
+      {
+        "id": "sources-table",
+        "component": "Table",
+        "columns": [
+          "col-source-name",
+          "col-source-share",
+          "col-source-visitors"
+        ]
+      },
+      {
+        "id": "col-source-name",
+        "component": "Col",
+        "label": "Source",
+        "type": "string",
+        "data": [
+          "Organic Search",
+          "Paid Search",
+          "Direct Traffic",
+          "Social Media",
+          "Email Campaigns"
+        ]
+      },
+      {
+        "id": "col-source-share",
+        "component": "Col",
+        "label": "Share (%)",
+        "type": "number",
+        "data": [40, 25, 15, 12, 8]
+      },
+      {
+        "id": "col-source-visitors",
+        "component": "Col",
+        "label": "Visitors Count",
+        "type": "number",
+        "data": [49800, 31125, 18675, 14940, 9960]
+      },
+      {
+        "id": "campaigns-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "campaigns-heading",
+          "campaigns-table"
+        ]
+      },
+      {
+        "id": "campaigns-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Running Campaigns & Spend (Item #4)"
+      },
+      {
+        "id": "campaigns-table",
+        "component": "Table",
+        "columns": [
+          "col-camp-name",
+          "col-camp-status",
+          "col-camp-spend",
+          "col-camp-conversions"
+        ]
+      },
+      {
+        "id": "col-camp-name",
+        "component": "Col",
+        "label": "Campaign Name",
+        "type": "string",
+        "data": [
+          "Q3 Search Ads Lift (Best Performing)",
+          "Social Retargeting - Fall",
+          "Newsletter Sponsor Placement",
+          "Partner Co-Marketing Webinar",
+          "Display Brand Awareness"
+        ]
+      },
+      {
+        "id": "col-camp-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Active",
+          "Active",
+          "Active",
+          "Active",
+          "Paused"
+        ]
+      },
+      {
+        "id": "col-camp-spend",
+        "component": "Col",
+        "label": "Current Spend ($)",
+        "type": "number",
+        "data": [14500, 8200, 4500, 3100, 1200]
+      },
+      {
+        "id": "col-camp-conversions",
+        "component": "Col",
+        "label": "Conversions",
+        "type": "number",
+        "data": [3850, 1240, 680, 510, 95]
+      },
+      {
+        "id": "followup-suggestions",
+        "component": "FollowUpBlock",
+        "items": [
+          "followup-item-1",
+          "followup-item-2",
+          "followup-item-3"
+        ]
+      },
+      {
+        "id": "followup-item-1",
+        "component": "FollowUpItem",
+        "text": "Break down Organic Search traffic by top landing pages."
+      },
+      {
+        "id": "followup-item-2",
+        "component": "FollowUpItem",
+        "text": "Compare Q3 Search Ads Lift with last quarter's paid campaign."
+      },
+      {
+        "id": "followup-item-3",
+        "component": "FollowUpItem",
+        "text": "Show email subscriber growth by acquisition channel."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..081794822
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,425 @@
+Here is a comprehensive weekly dashboard designed for a marketing manager, featuring site visitors, conversion rate, top traffic sources, active campaigns, subscriber growth, and controls for date ranges and report export.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Marketing Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "middle-section",
+            "campaigns-section",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Marketing Performance Dashboard"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "text": "Weekly performance summary and active campaign tracking",
+          "size": "small"
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "date-range-select",
+            "export-button"
+          ]
+        },
+        {
+          "id": "date-range-select",
+          "component": "Select",
+          "name": "date_range",
+          "value": "30d",
+          "placeholder": "Select range",
+          "size": "medium",
+          "items": [
+            "opt-7d",
+            "opt-30d",
+            "opt-90d",
+            "opt-ytd"
+          ]
+        },
+        {
+          "id": "opt-7d",
+          "component": "SelectItem",
+          "value": "7d",
+          "label": "Last 7 Days"
+        },
+        {
+          "id": "opt-30d",
+          "component": "SelectItem",
+          "value": "30d",
+          "label": "Last 30 Days"
+        },
+        {
+          "id": "opt-90d",
+          "component": "SelectItem",
+          "value": "90d",
+          "label": "Last 90 Days"
+        },
+        {
+          "id": "opt-ytd",
+          "component": "SelectItem",
+          "value": "ytd",
+          "label": "Year to Date"
+        },
+        {
+          "id": "export-button",
+          "component": "Button",
+          "label": "Export Report",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "visitors-card",
+            "conversion-card",
+            "subscribers-card"
+          ]
+        },
+        {
+          "id": "visitors-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "visitors-header",
+            "visitors-value",
+            "visitors-tag"
+          ]
+        },
+        {
+          "id": "visitors-header",
+          "component": "CardHeader",
+          "title": "Site Visitors",
+          "subtitle": "Last 30 Days"
+        },
+        {
+          "id": "visitors-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "124,850"
+        },
+        {
+          "id": "visitors-tag",
+          "component": "Tag",
+          "text": "+14.2% vs prev 30 days",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "conversion-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "conversion-header",
+            "conversion-value",
+            "conversion-tag"
+          ]
+        },
+        {
+          "id": "conversion-header",
+          "component": "CardHeader",
+          "title": "Conversion Rate",
+          "subtitle": "Overall Average"
+        },
+        {
+          "id": "conversion-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "3.68%"
+        },
+        {
+          "id": "conversion-tag",
+          "component": "Tag",
+          "text": "+0.4% target met",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "subscribers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "subscribers-header",
+            "subscribers-value",
+            "subscribers-progress",
+            "subscribers-tag"
+          ]
+        },
+        {
+          "id": "subscribers-header",
+          "component": "CardHeader",
+          "title": "Email Subscriber Growth",
+          "subtitle": "This Month"
+        },
+        {
+          "id": "subscribers-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "+4,210"
+        },
+        {
+          "id": "subscribers-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "84% of monthly target (5,000)"
+        },
+        {
+          "id": "subscribers-tag",
+          "component": "Tag",
+          "text": "Total List: 89,400",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "middle-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "visitors-chart-card",
+            "traffic-sources-card"
+          ]
+        },
+        {
+          "id": "visitors-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": [
+            "visitors-chart-header",
+            "visitors-line-chart"
+          ]
+        },
+        {
+          "id": "visitors-chart-header",
+          "component": "CardHeader",
+          "title": "Daily Site Visitors Trend",
+          "subtitle": "Daily traffic over the past 30 days"
+        },
+        {
+          "id": "visitors-line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Date Range (Past 30 Days)",
+          "yLabel": "Visitors",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["series-visitors"]
+        },
+        {
+          "id": "series-visitors",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [24500, 28900, 32100, 39350]
+        },
+        {
+          "id": "traffic-sources-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "sources-header",
+            "sources-pie-chart",
+            "sources-table"
+          ]
+        },
+        {
+          "id": "sources-header",
+          "component": "CardHeader",
+          "title": "Top 5 Traffic Sources",
+          "subtitle": "Share of total traffic"
+        },
+        {
+          "id": "sources-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Organic Search", "Paid Search", "Direct", "Social Media", "Email"],
+          "values": [40, 25, 15, 12, 8]
+        },
+        {
+          "id": "sources-table",
+          "component": "Table",
+          "columns": ["col-source", "col-share"]
+        },
+        {
+          "id": "col-source",
+          "component": "Col",
+          "label": "Source",
+          "type": "string",
+          "data": ["1. Organic Search", "2. Paid Search", "3. Direct Traffic", "4. Social Media", "5. Email Campaigns"]
+        },
+        {
+          "id": "col-share",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": ["40%", "25%", "15%", "12%", "8%"]
+        },
+        {
+          "id": "campaigns-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "campaigns-header",
+            "best-campaign-callout",
+            "campaigns-table"
+          ]
+        },
+        {
+          "id": "campaigns-header",
+          "component": "CardHeader",
+          "title": "Running Campaigns",
+          "subtitle": "Active marketing campaigns, budget spend, and ROI"
+        },
+        {
+          "id": "best-campaign-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Best Performing Campaign: Q3 Product Launch (Paid Search)",
+          "description": "Achieved the highest ROI (4.2x) with 1,240 conversions at a lower CPA of $11.20 vs $18.50 average."
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["col-camp-name", "col-camp-status", "col-camp-spend", "col-camp-conv", "col-camp-roi"]
+        },
+        {
+          "id": "col-camp-name",
+          "component": "Col",
+          "label": "Campaign Name",
+          "type": "string",
+          "data": ["Q3 Product Launch", "Retargeting - Summer Sale", "Social Video Awareness", "Email Onboarding Series"]
+        },
+        {
+          "id": "col-camp-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active (Top)", "Active", "Active", "Active"]
+        },
+        {
+          "id": "col-camp-spend",
+          "component": "Col",
+          "label": "Spend to Date",
+          "type": "string",
+          "data": ["$13,888", "$8,500", "$6,200", "$1,400"]
+        },
+        {
+          "id": "col-camp-conv",
+          "component": "Col",
+          "label": "Conversions",
+          "type": "number",
+          "data": [1240, 510, 290, 430]
+        },
+        {
+          "id": "col-camp-roi",
+          "component": "Col",
+          "label": "ROI",
+          "type": "string",
+          "data": ["4.2x", "2.8x", "1.5x", "3.9x"]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "item-fu1",
+            "item-fu2",
+            "item-fu3"
+          ]
+        },
+        {
+          "id": "item-fu1",
+          "component": "FollowUpItem",
+          "text": "Drill down into Q3 Product Launch campaign keywords"
+        },
+        {
+          "id": "item-fu2",
+          "component": "FollowUpItem",
+          "text": "Compare traffic sources against last month's performance"
+        },
+        {
+          "id": "item-fu3",
+          "component": "FollowUpItem",
+          "text": "Download detailed CSV export of email list growth"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..ddcc1d7cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r1.txt
@@ -0,0 +1,432 @@
+Here is an interactive operations desk dashboard for your e-commerce platform. It provides real-time metrics, order volume history over the past month, and a searchable, filterable order table with inline fulfillment actions.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ecommerce-ops-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Operations Desk"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ecommerce-ops-desk",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "kpi-tabs",
+          "volume-chart-card",
+          "orders-section"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "E-Commerce Operations Desk",
+        "subtitle": "Real-time order management, revenue metrics, and fulfillment actions."
+      },
+      {
+        "id": "kpi-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-today",
+          "tab-monthly"
+        ]
+      },
+      {
+        "id": "tab-today",
+        "component": "TabItem",
+        "value": "today",
+        "trigger": "Today's Overview",
+        "content": [
+          "kpi-card-1",
+          "kpi-card-2",
+          "kpi-card-3"
+        ]
+      },
+      {
+        "id": "kpi-card-1",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-title-1",
+          "kpi-val-1",
+          "kpi-tag-1"
+        ]
+      },
+      {
+        "id": "kpi-title-1",
+        "component": "TextContent",
+        "text": "**Orders Placed Today**",
+        "size": "small"
+      },
+      {
+        "id": "kpi-val-1",
+        "component": "Heading",
+        "level": "h1",
+        "text": "142"
+      },
+      {
+        "id": "kpi-tag-1",
+        "component": "Tag",
+        "text": "+12% vs yesterday",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-card-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-title-2",
+          "kpi-val-2",
+          "kpi-tag-2"
+        ]
+      },
+      {
+        "id": "kpi-title-2",
+        "component": "TextContent",
+        "text": "**Revenue Today**",
+        "size": "small"
+      },
+      {
+        "id": "kpi-val-2",
+        "component": "Heading",
+        "level": "h1",
+        "text": "$12,450.00"
+      },
+      {
+        "id": "kpi-tag-2",
+        "component": "Tag",
+        "text": "+8.5% vs avg",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-card-3",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-title-3",
+          "kpi-val-3",
+          "kpi-tag-3"
+        ]
+      },
+      {
+        "id": "kpi-title-3",
+        "component": "TextContent",
+        "text": "**Average Order Value (AOV)**",
+        "size": "small"
+      },
+      {
+        "id": "kpi-val-3",
+        "component": "Heading",
+        "level": "h1",
+        "text": "$87.68"
+      },
+      {
+        "id": "kpi-tag-3",
+        "component": "Tag",
+        "text": "Stable",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "tab-monthly",
+        "component": "TabItem",
+        "value": "monthly",
+        "trigger": "Monthly Metrics",
+        "content": [
+          "kpi-card-4"
+        ]
+      },
+      {
+        "id": "kpi-card-4",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-title-4",
+          "kpi-val-4",
+          "kpi-tag-4"
+        ]
+      },
+      {
+        "id": "kpi-title-4",
+        "component": "TextContent",
+        "text": "**Refund Rate (This Month)**",
+        "size": "small"
+      },
+      {
+        "id": "kpi-val-4",
+        "component": "Heading",
+        "level": "h1",
+        "text": "1.8%"
+      },
+      {
+        "id": "kpi-tag-4",
+        "component": "Tag",
+        "text": "Well below 3.0% target",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "volume-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "chart-header",
+          "volume-chart"
+        ]
+      },
+      {
+        "id": "chart-header",
+        "component": "CardHeader",
+        "title": "Order Volume Trend",
+        "subtitle": "Total order count across the past four weeks"
+      },
+      {
+        "id": "volume-chart",
+        "component": "BarChart",
+        "variant": "grouped",
+        "xLabel": "Timeline",
+        "yLabel": "Orders Placed",
+        "labels": [
+          "3 Weeks Ago",
+          "2 Weeks Ago",
+          "Last Week",
+          "Current Week"
+        ],
+        "series": [
+          "series-orders"
+        ]
+      },
+      {
+        "id": "series-orders",
+        "component": "Series",
+        "category": "Weekly Orders",
+        "values": [
+          780,
+          850,
+          920,
+          995
+        ]
+      },
+      {
+        "id": "orders-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "table-header",
+          "filter-form",
+          "orders-table"
+        ]
+      },
+      {
+        "id": "table-header",
+        "component": "CardHeader",
+        "title": "Recent Orders",
+        "subtitle": "Search and manage incoming orders for fulfillment"
+      },
+      {
+        "id": "filter-form",
+        "component": "Form",
+        "name": "orderFilters",
+        "fields": [
+          "search-control",
+          "status-control"
+        ],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "search-control",
+        "component": "FormControl",
+        "label": "Search Customer",
+        "hint": "Filter orders by customer name",
+        "input": "search-input"
+      },
+      {
+        "id": "search-input",
+        "component": "Input",
+        "name": "customerSearch",
+        "placeholder": "e.g., Sarah Jenkins",
+        "type": "text"
+      },
+      {
+        "id": "status-control",
+        "component": "FormControl",
+        "label": "Filter by Status",
+        "hint": "Show orders with specific fulfillment states",
+        "input": "status-select"
+      },
+      {
+        "id": "status-select",
+        "component": "Select",
+        "name": "statusFilter",
+        "placeholder": "All Statuses",
+        "items": [
+          "opt-all",
+          "opt-pending",
+          "opt-processing",
+          "opt-fulfilled",
+          "opt-refunded"
+        ]
+      },
+      {
+        "id": "opt-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Statuses"
+      },
+      {
+        "id": "opt-pending",
+        "component": "SelectItem",
+        "value": "pending",
+        "label": "Pending"
+      },
+      {
+        "id": "opt-processing",
+        "component": "SelectItem",
+        "value": "processing",
+        "label": "Processing"
+      },
+      {
+        "id": "opt-fulfilled",
+        "component": "SelectItem",
+        "value": "fulfilled",
+        "label": "Fulfilled"
+      },
+      {
+        "id": "opt-refunded",
+        "component": "SelectItem",
+        "value": "refunded",
+        "label": "Refunded"
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-apply",
+          "btn-reset"
+        ]
+      },
+      {
+        "id": "btn-apply",
+        "component": "Button",
+        "label": "Apply Filters",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "btn-reset",
+        "component": "Button",
+        "label": "Reset",
+        "variant": "tertiary",
+        "size": "small"
+      },
+      {
+        "id": "orders-table",
+        "component": "Table",
+        "columns": [
+          "col-id",
+          "col-customer",
+          "col-total",
+          "col-status",
+          "col-action"
+        ]
+      },
+      {
+        "id": "col-id",
+        "component": "Col",
+        "label": "Order ID",
+        "type": "string",
+        "data": [
+          "#ORD-9481",
+          "#ORD-9480",
+          "#ORD-9479",
+          "#ORD-9478",
+          "#ORD-9477"
+        ]
+      },
+      {
+        "id": "col-customer",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Sarah Jenkins",
+          "Michael Chen",
+          "Emma Davis",
+          "James Wilson",
+          "Sophia Martinez"
+        ]
+      },
+      {
+        "id": "col-total",
+        "component": "Col",
+        "label": "Total Amount",
+        "type": "string",
+        "data": [
+          "$142.50",
+          "$89.00",
+          "$215.10",
+          "$45.00",
+          "$310.00"
+        ]
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Pending",
+          "Processing",
+          "Fulfilled",
+          "Pending",
+          "Fulfilled"
+        ]
+      },
+      {
+        "id": "col-action",
+        "component": "Col",
+        "label": "Quick Action",
+        "type": "action",
+        "data": [
+          "Mark Fulfilled",
+          "Mark Fulfilled",
+          "Fulfilled ✓",
+          "Mark Fulfilled",
+          "Fulfilled ✓"
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..1d2e6e56f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r2.txt
@@ -0,0 +1,487 @@
+Here is the single-screen E-Commerce Operations Desk dashboard designed to cover all specified operational metrics, order filtering/searching, and fulfillment actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecommerce-ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecommerce-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "chart-section",
+            "orders-management-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "header-callout"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "E-Commerce Operations Desk",
+          "subtitle": "Real-time order processing, performance analytics, and fulfillment workflow"
+        },
+        {
+          "id": "header-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Fulfillment Queue Active",
+          "description": "3 orders are currently pending processing. Total daily revenue updated 5m ago."
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-orders-today",
+            "kpi-revenue-today",
+            "kpi-aov-today",
+            "kpi-refund-rate"
+          ]
+        },
+        {
+          "id": "kpi-orders-today",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-orders-title",
+            "kpi-orders-value",
+            "kpi-orders-badge"
+          ]
+        },
+        {
+          "id": "kpi-orders-title",
+          "component": "Label",
+          "text": "1. Orders Today"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "142"
+        },
+        {
+          "id": "kpi-orders-badge",
+          "component": "Badge",
+          "text": "+12.5% vs yesterday",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-revenue-today",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-revenue-title",
+            "kpi-revenue-value",
+            "kpi-revenue-badge"
+          ]
+        },
+        {
+          "id": "kpi-revenue-title",
+          "component": "Label",
+          "text": "2. Revenue Today"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$18,450.00"
+        },
+        {
+          "id": "kpi-revenue-badge",
+          "component": "Badge",
+          "text": "+8.3% target pace",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-aov-today",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-aov-title",
+            "kpi-aov-value",
+            "kpi-aov-badge"
+          ]
+        },
+        {
+          "id": "kpi-aov-title",
+          "component": "Label",
+          "text": "3. Avg Order Value (AOV)"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$129.93"
+        },
+        {
+          "id": "kpi-aov-badge",
+          "component": "Badge",
+          "text": "-$2.10 vs avg",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-refund-rate",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-refund-title",
+            "kpi-refund-value",
+            "kpi-refund-badge"
+          ]
+        },
+        {
+          "id": "kpi-refund-title",
+          "component": "Label",
+          "text": "7. Refund Rate (This Month)"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "1.8%"
+        },
+        {
+          "id": "kpi-refund-badge",
+          "component": "Badge",
+          "text": "Below 2.5% threshold",
+          "variant": "outline"
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "chart-bar"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "8. Order Volume Across Past 4 Weeks",
+          "subtitle": "Weekly aggregate order counts comparison"
+        },
+        {
+          "id": "chart-bar",
+          "component": "BarChart",
+          "labels": [
+            "Week 1 (3 wks ago)",
+            "Week 2 (2 wks ago)",
+            "Week 3 (Last week)",
+            "Week 4 (Current)"
+          ],
+          "series": [
+            "chart-series-fulfilled",
+            "chart-series-pending"
+          ],
+          "variant": "stacked",
+          "xLabel": "Timeline",
+          "yLabel": "Orders Count"
+        },
+        {
+          "id": "chart-series-fulfilled",
+          "component": "Series",
+          "category": "Fulfilled",
+          "values": [
+            820,
+            910,
+            880,
+            950
+          ]
+        },
+        {
+          "id": "chart-series-pending",
+          "component": "Series",
+          "category": "Pending/Processing",
+          "values": [
+            45,
+            30,
+            60,
+            110
+          ]
+        },
+        {
+          "id": "orders-management-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "orders-header",
+            "filter-search-form",
+            "orders-table",
+            "fulfillment-action-section"
+          ]
+        },
+        {
+          "id": "orders-header",
+          "component": "CardHeader",
+          "title": "4. Recent Orders Management",
+          "subtitle": "Search, filter by status, and update fulfillment status"
+        },
+        {
+          "id": "filter-search-form",
+          "component": "Form",
+          "name": "orderFiltersForm",
+          "fields": [
+            "search-customer-control",
+            "filter-status-control"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "search-customer-control",
+          "component": "FormControl",
+          "label": "6. Search by Customer Name",
+          "hint": "Enter customer name to filter results",
+          "input": "search-customer-input"
+        },
+        {
+          "id": "search-customer-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "placeholder": "e.g., Sarah Jenkins",
+          "type": "text"
+        },
+        {
+          "id": "filter-status-control",
+          "component": "FormControl",
+          "label": "5. Narrow by Status",
+          "hint": "Filter table records by status",
+          "input": "filter-status-select"
+        },
+        {
+          "id": "filter-status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All Statuses",
+          "items": [
+            "status-item-all",
+            "status-item-pending",
+            "status-item-fulfilled",
+            "status-item-refunded"
+          ]
+        },
+        {
+          "id": "status-item-all",
+          "component": "SelectItem",
+          "label": "All Statuses",
+          "value": "all"
+        },
+        {
+          "id": "status-item-pending",
+          "component": "SelectItem",
+          "label": "Pending",
+          "value": "pending"
+        },
+        {
+          "id": "status-item-fulfilled",
+          "component": "SelectItem",
+          "label": "Fulfilled",
+          "value": "fulfilled"
+        },
+        {
+          "id": "status-item-refunded",
+          "component": "SelectItem",
+          "label": "Refunded",
+          "value": "refunded"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-apply-filters"
+          ]
+        },
+        {
+          "id": "btn-apply-filters",
+          "component": "Button",
+          "label": "Apply Filters",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": [
+            "col-order-id",
+            "col-customer",
+            "col-total",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-order-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": [
+            "#ORD-8901",
+            "#ORD-8902",
+            "#ORD-8903",
+            "#ORD-8904",
+            "#ORD-8905"
+          ]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins",
+            "Michael Chang",
+            "Amanda Ross",
+            "David Miller",
+            "Elena Rostova"
+          ]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total ($)",
+          "type": "number",
+          "data": [
+            184.5,
+            62.0,
+            310.25,
+            115.0,
+            89.99
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Pending",
+            "Pending",
+            "Fulfilled",
+            "Pending",
+            "Refunded"
+          ]
+        },
+        {
+          "id": "fulfillment-action-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "fulfill-heading",
+            "fulfill-form"
+          ]
+        },
+        {
+          "id": "fulfill-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "9. Mark Order as Fulfilled"
+        },
+        {
+          "id": "fulfill-form",
+          "component": "Form",
+          "name": "fulfillOrderForm",
+          "fields": [
+            "fulfill-order-control"
+          ],
+          "buttons": "fulfill-buttons"
+        },
+        {
+          "id": "fulfill-order-control",
+          "component": "FormControl",
+          "label": "Select Pending Order to Fulfill",
+          "hint": "Updating status will notify the customer and trigger shipment workflow",
+          "input": "fulfill-order-select"
+        },
+        {
+          "id": "fulfill-order-select",
+          "component": "Select",
+          "name": "orderToFulfill",
+          "placeholder": "Choose order...",
+          "items": [
+            "select-ord-8901",
+            "select-ord-8902",
+            "select-ord-8904"
+          ]
+        },
+        {
+          "id": "select-ord-8901",
+          "component": "SelectItem",
+          "label": "#ORD-8901 - Sarah Jenkins ($184.50)",
+          "value": "ORD-8901"
+        },
+        {
+          "id": "select-ord-8902",
+          "component": "SelectItem",
+          "label": "#ORD-8902 - Michael Chang ($62.00)",
+          "value": "ORD-8902"
+        },
+        {
+          "id": "select-ord-8904",
+          "component": "SelectItem",
+          "label": "#ORD-8904 - David Miller ($115.00)",
+          "value": "ORD-8904"
+        },
+        {
+          "id": "fulfill-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-mark-fulfilled"
+          ]
+        },
+        {
+          "id": "btn-mark-fulfilled",
+          "component": "Button",
+          "label": "Mark as Fulfilled",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..0bcab753d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r3.txt
@@ -0,0 +1,440 @@
+Here is the e-commerce operations desk interface presenting daily KPIs, status filtering, order search, monthly metrics, weekly volume charts, and quick fulfillment actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecommerce-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "E-Commerce Ops Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecommerce-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs",
+            "search-filter-card",
+            "orders-table-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "header-badge"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "E-Commerce Operations Desk",
+          "level": "h2"
+        },
+        {
+          "id": "header-badge",
+          "component": "Badge",
+          "text": "Live Metrics",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-analytics"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Today's Performance Summary",
+          "content": [
+            "kpi-cards-grid"
+          ]
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "4-Week Volume & Quality",
+          "content": [
+            "volume-chart-card"
+          ]
+        },
+        {
+          "id": "kpi-cards-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-orders",
+            "kpi-revenue",
+            "kpi-aov",
+            "kpi-refund"
+          ]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-orders-title",
+            "kpi-orders-val"
+          ]
+        },
+        {
+          "id": "kpi-orders-title",
+          "component": "TextContent",
+          "text": "1. Orders Placed Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-orders-val",
+          "component": "Heading",
+          "text": "342",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-rev-title",
+            "kpi-rev-val"
+          ]
+        },
+        {
+          "id": "kpi-rev-title",
+          "component": "TextContent",
+          "text": "2. Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-rev-val",
+          "component": "Heading",
+          "text": "$28,450.00",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-aov-title",
+            "kpi-aov-val"
+          ]
+        },
+        {
+          "id": "kpi-aov-title",
+          "component": "TextContent",
+          "text": "3. Avg Order Value (AOV)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-aov-val",
+          "component": "Heading",
+          "text": "$83.18",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-refund-title",
+            "kpi-refund-val",
+            "kpi-refund-progress"
+          ]
+        },
+        {
+          "id": "kpi-refund-title",
+          "component": "TextContent",
+          "text": "7. Refund Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-refund-val",
+          "component": "Heading",
+          "text": "1.8%",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-refund-progress",
+          "component": "Progress",
+          "value": 1.8,
+          "label": "Target < 2.5%"
+        },
+        {
+          "id": "volume-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "volume-chart-header",
+            "volume-bar-chart"
+          ]
+        },
+        {
+          "id": "volume-chart-header",
+          "component": "CardHeader",
+          "title": "8. Order Volume Across Past 4 Weeks",
+          "subtitle": "Weekly orders completed vs target thresholds"
+        },
+        {
+          "id": "volume-bar-chart",
+          "component": "BarChart",
+          "xLabel": "Week",
+          "yLabel": "Orders",
+          "labels": [
+            "Week 1",
+            "Week 2",
+            "Week 3",
+            "Week 4 (Current)"
+          ],
+          "series": [
+            "series-completed-orders"
+          ]
+        },
+        {
+          "id": "series-completed-orders",
+          "component": "Series",
+          "category": "Total Orders",
+          "values": [
+            1850,
+            2100,
+            1980,
+            2340
+          ]
+        },
+        {
+          "id": "search-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "search-filter-header",
+            "search-filter-form"
+          ]
+        },
+        {
+          "id": "search-filter-header",
+          "component": "CardHeader",
+          "title": "Order Lookup & Filters",
+          "subtitle": "Find orders by customer or narrow results by current status"
+        },
+        {
+          "id": "search-filter-form",
+          "component": "Form",
+          "name": "filterForm",
+          "fields": [
+            "search-control",
+            "status-control"
+          ],
+          "buttons": "filter-buttons"
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "6. Search by Customer Name",
+          "input": "search-input",
+          "hint": "Type full or partial customer name"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "placeholder": "e.g., Sarah Jenkins",
+          "type": "text"
+        },
+        {
+          "id": "status-control",
+          "component": "FormControl",
+          "label": "5. Narrow by Status",
+          "input": "status-select"
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "Select order status...",
+          "items": [
+            "opt-all",
+            "opt-pending",
+            "opt-processing",
+            "opt-fulfilled",
+            "opt-refunded"
+          ]
+        },
+        {
+          "id": "opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Statuses"
+        },
+        {
+          "id": "opt-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending Fulfillment"
+        },
+        {
+          "id": "opt-processing",
+          "component": "SelectItem",
+          "value": "processing",
+          "label": "Processing"
+        },
+        {
+          "id": "opt-fulfilled",
+          "component": "SelectItem",
+          "value": "fulfilled",
+          "label": "Fulfilled"
+        },
+        {
+          "id": "opt-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "filter-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-apply-filter"
+          ]
+        },
+        {
+          "id": "btn-apply-filter",
+          "component": "Button",
+          "label": "Apply Filters",
+          "variant": "primary"
+        },
+        {
+          "id": "orders-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "orders-table-header",
+            "recent-orders-table"
+          ]
+        },
+        {
+          "id": "orders-table-header",
+          "component": "CardHeader",
+          "title": "4 & 9. Recent Orders & Fulfillment Actions",
+          "subtitle": "Review order details and update fulfillment status in real-time"
+        },
+        {
+          "id": "recent-orders-table",
+          "component": "Table",
+          "columns": [
+            "col-id",
+            "col-customer",
+            "col-total",
+            "col-status",
+            "col-action"
+          ]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": [
+            "#ORD-9401",
+            "#ORD-9402",
+            "#ORD-9403",
+            "#ORD-9404",
+            "#ORD-9405"
+          ]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer Name",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins",
+            "Michael Chang",
+            "Elena Rostova",
+            "David Miller",
+            "Aisha Khan"
+          ]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total Amount",
+          "type": "string",
+          "data": [
+            "$142.50",
+            "$89.00",
+            "$310.20",
+            "$45.00",
+            "$215.80"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Pending",
+            "Processing",
+            "Fulfilled",
+            "Pending",
+            "Fulfilled"
+          ]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Mark Fulfilled",
+          "type": "action",
+          "data": [
+            "Mark Fulfilled",
+            "Mark Fulfilled",
+            "Completed",
+            "Mark Fulfilled",
+            "Completed"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..20bffa541
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-orders__r4.txt
@@ -0,0 +1,514 @@
+Here is the e-commerce operations desk interface with real-time metrics, order status controls, search functionality, and historical volume trends.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecommerce-ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecommerce-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-summary",
+            "kpi-section",
+            "charts-section",
+            "filters-card",
+            "orders-table-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-summary",
+          "component": "CardHeader",
+          "title": "E-Commerce Operations Desk",
+          "subtitle": "Real-time order monitoring, fulfillment actions, and performance analytics"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-kpi-orders",
+            "card-kpi-revenue",
+            "card-kpi-aov",
+            "card-kpi-refunds"
+          ]
+        },
+        {
+          "id": "card-kpi-orders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-orders-title",
+            "kpi-orders-val",
+            "kpi-orders-badge"
+          ]
+        },
+        {
+          "id": "kpi-orders-title",
+          "component": "TextContent",
+          "text": "Orders Placed Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-orders-val",
+          "component": "Heading",
+          "text": "142",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-orders-badge",
+          "component": "Tag",
+          "text": "+12% vs yesterday",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "card-kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-revenue-title",
+            "kpi-revenue-val",
+            "kpi-revenue-badge"
+          ]
+        },
+        {
+          "id": "kpi-revenue-title",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue-val",
+          "component": "Heading",
+          "text": "$12,840.50",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-revenue-badge",
+          "component": "Tag",
+          "text": "+8.5% vs target",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "card-kpi-aov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-aov-title",
+            "kpi-aov-val",
+            "kpi-aov-badge"
+          ]
+        },
+        {
+          "id": "kpi-aov-title",
+          "component": "TextContent",
+          "text": "Average Order Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-aov-val",
+          "component": "Heading",
+          "text": "$90.42",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-aov-badge",
+          "component": "Tag",
+          "text": "+$3.10 this week",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "card-kpi-refunds",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-refunds-title",
+            "kpi-refunds-val",
+            "kpi-refunds-badge"
+          ]
+        },
+        {
+          "id": "kpi-refunds-title",
+          "component": "TextContent",
+          "text": "Refund Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-refunds-val",
+          "component": "Heading",
+          "text": "1.8%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-refunds-badge",
+          "component": "Tag",
+          "text": "Below 2.5% threshold",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "charts-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "chart-header",
+            "order-volume-chart"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Order Volume Across Past Four Weeks",
+          "subtitle": "Weekly trend of completed vs returned orders"
+        },
+        {
+          "id": "order-volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4 (Current)"],
+          "series": ["series-completed", "series-refunded"],
+          "variant": "stacked",
+          "xLabel": "Timeline",
+          "yLabel": "Total Units"
+        },
+        {
+          "id": "series-completed",
+          "component": "Series",
+          "category": "Fulfilled Orders",
+          "values": [620, 710, 680, 840]
+        },
+        {
+          "id": "series-refunded",
+          "component": "Series",
+          "category": "Refunded / Returned",
+          "values": [14, 12, 15, 11]
+        },
+        {
+          "id": "filters-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "filters-form"
+          ]
+        },
+        {
+          "id": "filters-form",
+          "component": "Form",
+          "name": "order-filters",
+          "fields": ["filter-search-ctrl", "filter-status-ctrl"],
+          "buttons": "filter-buttons"
+        },
+        {
+          "id": "filter-search-ctrl",
+          "component": "FormControl",
+          "label": "Search Customer",
+          "hint": "Search by customer full name or email",
+          "input": "input-customer-search"
+        },
+        {
+          "id": "input-customer-search",
+          "component": "Input",
+          "name": "customer_query",
+          "placeholder": "e.g. Sarah Jenkins",
+          "type": "text"
+        },
+        {
+          "id": "filter-status-ctrl",
+          "component": "FormControl",
+          "label": "Narrow by Status",
+          "hint": "Filter orders by fulfillment stage",
+          "input": "select-status-filter"
+        },
+        {
+          "id": "select-status-filter",
+          "component": "Select",
+          "name": "status_filter",
+          "placeholder": "All Statuses",
+          "items": [
+            "opt-status-all",
+            "opt-status-pending",
+            "opt-status-processing",
+            "opt-status-fulfilled",
+            "opt-status-refunded"
+          ]
+        },
+        {
+          "id": "opt-status-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Statuses"
+        },
+        {
+          "id": "opt-status-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "opt-status-processing",
+          "component": "SelectItem",
+          "value": "processing",
+          "label": "Processing"
+        },
+        {
+          "id": "opt-status-fulfilled",
+          "component": "SelectItem",
+          "value": "fulfilled",
+          "label": "Fulfilled"
+        },
+        {
+          "id": "opt-status-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "filter-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-apply-filters", "btn-reset-filters"]
+        },
+        {
+          "id": "btn-apply-filters",
+          "component": "Button",
+          "label": "Apply Filters",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "btn-reset-filters",
+          "component": "Button",
+          "label": "Reset",
+          "variant": "tertiary",
+          "size": "small"
+        },
+        {
+          "id": "orders-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "orders-table-header",
+            "orders-table",
+            "fulfill-action-callout"
+          ]
+        },
+        {
+          "id": "orders-table-header",
+          "component": "CardHeader",
+          "title": "Recent Orders",
+          "subtitle": "Displaying latest orders placed today"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": [
+            "col-order-id",
+            "col-customer",
+            "col-total",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-order-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["#ORD-9482", "#ORD-9481", "#ORD-9480", "#ORD-9479", "#ORD-9478"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Sarah Jenkins", "Michael Chang", "Emma Watson", "David Ross", "Elena Rostova"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$145.20", "$89.00", "$210.50", "$45.00", "$312.10"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Pending", "Processing", "Fulfilled", "Pending", "Fulfilled"]
+        },
+        {
+          "id": "fulfill-action-callout",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "fulfill-dialog"
+          ]
+        },
+        {
+          "id": "fulfill-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Mark Order as Fulfilled...",
+          "triggerVariant": "secondary",
+          "title": "Mark Order as Fulfilled",
+          "description": "Select an unfulfilled order and enter tracking details to send notification.",
+          "content": ["fulfill-form"]
+        },
+        {
+          "id": "fulfill-form",
+          "component": "Form",
+          "name": "fulfill-order-form",
+          "fields": ["fulfill-select-ctrl", "fulfill-carrier-ctrl", "fulfill-tracking-ctrl"],
+          "buttons": "fulfill-buttons"
+        },
+        {
+          "id": "fulfill-select-ctrl",
+          "component": "FormControl",
+          "label": "Select Pending Order",
+          "input": "select-order-id"
+        },
+        {
+          "id": "select-order-id",
+          "component": "Select",
+          "name": "order_id_to_fulfill",
+          "placeholder": "Select order...",
+          "items": ["opt-ord-9482", "opt-ord-9481", "opt-ord-9479"]
+        },
+        {
+          "id": "opt-ord-9482",
+          "component": "SelectItem",
+          "value": "ORD-9482",
+          "label": "#ORD-9482 - Sarah Jenkins ($145.20)"
+        },
+        {
+          "id": "opt-ord-9481",
+          "component": "SelectItem",
+          "value": "ORD-9481",
+          "label": "#ORD-9481 - Michael Chang ($89.00)"
+        },
+        {
+          "id": "opt-ord-9479",
+          "component": "SelectItem",
+          "value": "ORD-9479",
+          "label": "#ORD-9479 - David Ross ($45.00)"
+        },
+        {
+          "id": "fulfill-carrier-ctrl",
+          "component": "FormControl",
+          "label": "Carrier",
+          "input": "select-carrier"
+        },
+        {
+          "id": "select-carrier",
+          "component": "Select",
+          "name": "shipping_carrier",
+          "placeholder": "Choose carrier",
+          "items": ["opt-ups", "opt-fedex", "opt-usps", "opt-dhl"]
+        },
+        {
+          "id": "opt-ups",
+          "component": "SelectItem",
+          "value": "ups",
+          "label": "UPS Ground"
+        },
+        {
+          "id": "opt-fedex",
+          "component": "SelectItem",
+          "value": "fedex",
+          "label": "FedEx Express"
+        },
+        {
+          "id": "opt-usps",
+          "component": "SelectItem",
+          "value": "usps",
+          "label": "USPS Priority"
+        },
+        {
+          "id": "opt-dhl",
+          "component": "SelectItem",
+          "value": "dhl",
+          "label": "DHL Express"
+        },
+        {
+          "id": "fulfill-tracking-ctrl",
+          "component": "FormControl",
+          "label": "Tracking Number",
+          "input": "input-tracking-num"
+        },
+        {
+          "id": "input-tracking-num",
+          "component": "Input",
+          "name": "tracking_number",
+          "placeholder": "e.g. 1Z9999999999999999",
+          "type": "text"
+        },
+        {
+          "id": "fulfill-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-confirm-fulfill"]
+        },
+        {
+          "id": "btn-confirm-fulfill",
+          "component": "Button",
+          "label": "Confirm & Dispatch Order",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Export today's orders to CSV"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Show breakdown of monthly refund reasons"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "View unfulfilled orders older than 24 hours"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..792a041b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r1.txt
@@ -0,0 +1,664 @@
+Here is a comprehensive service health view designed specifically for an on-call engineer, covering all requested operational metrics and interaction capabilities.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "SRE Health Monitor"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "metrics-and-endpoints-card",
+            "incidents-and-alerts-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-info",
+            "region-selector-container"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "title-heading",
+            "subtitle-text"
+          ]
+        },
+        {
+          "id": "title-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Core Payment Service — Health & Operations"
+        },
+        {
+          "id": "subtitle-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Primary On-Call: Alex Rivera (Tier 1) | Duty Cycle: Week 42"
+        },
+        {
+          "id": "region-selector-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "region-select"
+          ]
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "Filter by Region",
+          "value": "global",
+          "items": [
+            "region-all",
+            "region-us-east",
+            "region-us-west",
+            "region-eu-central",
+            "region-ap-southeast"
+          ]
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "region-us-east",
+          "component": "SelectItem",
+          "value": "us-east-1",
+          "label": "US East (N. Virginia)"
+        },
+        {
+          "id": "region-us-west",
+          "component": "SelectItem",
+          "value": "us-west-2",
+          "label": "US West (Oregon)"
+        },
+        {
+          "id": "region-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central-1",
+          "label": "EU Central (Frankfurt)"
+        },
+        {
+          "id": "region-ap-southeast",
+          "component": "SelectItem",
+          "value": "ap-southeast-1",
+          "label": "AP Southeast (Singapore)"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-header",
+            "kpi-grid"
+          ]
+        },
+        {
+          "id": "kpi-header",
+          "component": "CardHeader",
+          "title": "Real-Time System Health Overview",
+          "subtitle": "Key reliability indicators refreshed 10s ago"
+        },
+        {
+          "id": "kpi-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "uptime-card",
+            "error-rate-card",
+            "incident-count-card"
+          ]
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "uptime-title",
+            "uptime-value",
+            "uptime-target",
+            "uptime-progress"
+          ]
+        },
+        {
+          "id": "uptime-title",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "1. Uptime (Q4 Current)"
+        },
+        {
+          "id": "uptime-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "99.948%"
+        },
+        {
+          "id": "uptime-target",
+          "component": "TextContent",
+          "size": "small",
+          "text": "SLA Target: 99.950% (Budget Remaining: 18m 12s)"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.95,
+          "label": "Quarterly SLA Target"
+        },
+        {
+          "id": "error-rate-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "error-rate-title",
+            "error-rate-value",
+            "error-rate-tag"
+          ]
+        },
+        {
+          "id": "error-rate-title",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "3. Error Rate (Current)"
+        },
+        {
+          "id": "error-rate-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "1.84%"
+        },
+        {
+          "id": "error-rate-tag",
+          "component": "Tag",
+          "text": "Elevated (Threshold > 1.0%)",
+          "variant": "warning"
+        },
+        {
+          "id": "incident-count-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "incident-count-title",
+            "incident-count-value",
+            "incident-count-tag"
+          ]
+        },
+        {
+          "id": "incident-count-title",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "4. Open Incidents"
+        },
+        {
+          "id": "incident-count-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3 Active"
+        },
+        {
+          "id": "incident-count-tag",
+          "component": "Tag",
+          "text": "1 Critical | 1 High | 1 Low",
+          "variant": "danger"
+        },
+        {
+          "id": "metrics-and-endpoints-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "resource-usage-card",
+            "slowest-endpoints-card"
+          ]
+        },
+        {
+          "id": "resource-usage-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "resource-header",
+            "resource-chart",
+            "resource-legend-callout"
+          ]
+        },
+        {
+          "id": "resource-header",
+          "component": "CardHeader",
+          "title": "2. CPU & Memory Usage (Past 24 Hours)",
+          "subtitle": "Hourly percentage averages across cluster nodes"
+        },
+        {
+          "id": "resource-chart",
+          "component": "LineChart",
+          "xLabel": "Time of Day",
+          "yLabel": "Utilization %",
+          "variant": "natural",
+          "labels": ["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"],
+          "series": [
+            "cpu-series",
+            "memory-series"
+          ]
+        },
+        {
+          "id": "cpu-series",
+          "component": "Series",
+          "category": "CPU Usage (%)",
+          "values": [42, 38, 65, 82, 88, 74, 79]
+        },
+        {
+          "id": "memory-series",
+          "component": "Series",
+          "category": "Memory Usage (%)",
+          "values": [58, 60, 64, 71, 75, 76, 78]
+        },
+        {
+          "id": "resource-legend-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Resource Pressure Detected",
+          "description": "CPU usage peaked at 88% during peak checkout hours (16:00). Auto-scaling triggered +2 compute nodes."
+        },
+        {
+          "id": "slowest-endpoints-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "slowest-header",
+            "slowest-table"
+          ]
+        },
+        {
+          "id": "slowest-header",
+          "component": "CardHeader",
+          "title": "6. Top 5 Slowest Endpoints",
+          "subtitle": "Ranked by p99 latency over the past 1 hour"
+        },
+        {
+          "id": "slowest-table",
+          "component": "Table",
+          "columns": [
+            "col-endpoint",
+            "col-method",
+            "col-p99",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-endpoint",
+          "component": "Col",
+          "label": "Endpoint Path",
+          "type": "string",
+          "data": [
+            "/api/v2/checkout/process",
+            "/api/v2/reports/export-pdf",
+            "/api/v1/user/subscriptions",
+            "/api/v2/auth/verify-mfa",
+            "/api/v1/inventory/batch-query"
+          ]
+        },
+        {
+          "id": "col-method",
+          "component": "Col",
+          "label": "HTTP Method",
+          "type": "string",
+          "data": ["POST", "POST", "GET", "POST", "POST"]
+        },
+        {
+          "id": "col-p99",
+          "component": "Col",
+          "label": "p99 Latency",
+          "type": "string",
+          "data": ["1,840 ms", "1,420 ms", "890 ms", "650 ms", "520 ms"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "SLA Status",
+          "type": "string",
+          "data": ["DEGRADED", "DEGRADED", "WARN", "HEALTHY", "HEALTHY"]
+        },
+        {
+          "id": "incidents-and-alerts-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "incidents-management-card",
+            "alert-threshold-card"
+          ]
+        },
+        {
+          "id": "incidents-management-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": [
+            "incidents-header",
+            "incidents-list"
+          ]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "4 & 8. Active Incidents & Acknowledgment",
+          "subtitle": "Review active operational alerts and acknowledge duty ownership"
+        },
+        {
+          "id": "incidents-list",
+          "component": "Accordion",
+          "items": [
+            "incident-item-1",
+            "incident-item-2",
+            "incident-item-3"
+          ]
+        },
+        {
+          "id": "incident-item-1",
+          "component": "AccordionItem",
+          "value": "INC-8492",
+          "trigger": "[SEV-1 CRITICAL] High Latency & Errors on Checkout Endpoint (/api/v2/checkout/process)",
+          "content": [
+            "inc-1-details",
+            "inc-1-actions"
+          ]
+        },
+        {
+          "id": "inc-1-details",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Opened:** 14 minutes ago | **Region:** US East (N. Virginia)\n**Impact:** 12% of checkout attempts failing with HTTP 504 Gateway Timeout. Payment provider connection pool exhausted."
+        },
+        {
+          "id": "inc-1-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "ack-btn-1",
+            "page-tier2-btn"
+          ]
+        },
+        {
+          "id": "ack-btn-1",
+          "component": "Button",
+          "label": "8. Acknowledge Incident (INC-8492)",
+          "variant": "primary",
+          "action": ["acknowledge_incident", "INC-8492"]
+        },
+        {
+          "id": "page-tier2-btn",
+          "component": "Button",
+          "label": "Escalate to Payment Ops",
+          "variant": "secondary"
+        },
+        {
+          "id": "incident-item-2",
+          "component": "AccordionItem",
+          "value": "INC-8490",
+          "trigger": "[SEV-2 HIGH] Database Connection Pool Near Capacity (us-west-2)",
+          "content": [
+            "inc-2-details",
+            "inc-2-actions"
+          ]
+        },
+        {
+          "id": "inc-2-details",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Opened:** 38 minutes ago | **Region:** US West (Oregon)\n**Impact:** Primary DB instance active connection count at 91%. Latency spiking on read replicas."
+        },
+        {
+          "id": "inc-2-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "ack-btn-2"
+          ]
+        },
+        {
+          "id": "ack-btn-2",
+          "component": "Button",
+          "label": "8. Acknowledge Incident (INC-8490)",
+          "variant": "secondary",
+          "action": ["acknowledge_incident", "INC-8490"]
+        },
+        {
+          "id": "incident-item-3",
+          "component": "AccordionItem",
+          "value": "INC-8485",
+          "trigger": "[SEV-3 LOW] Scheduled SSL Certificate Renewal Pending",
+          "content": [
+            "inc-3-details",
+            "inc-3-actions"
+          ]
+        },
+        {
+          "id": "inc-3-details",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Opened:** 2 hours ago | **Region:** Global\n**Impact:** Cert auto-renewal failed for edge ingress due to DNS verification timeout. 5 days remaining."
+        },
+        {
+          "id": "inc-3-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "ack-btn-3"
+          ]
+        },
+        {
+          "id": "ack-btn-3",
+          "component": "Button",
+          "label": "8. Acknowledge Incident (INC-8485)",
+          "variant": "tertiary",
+          "action": ["acknowledge_incident", "INC-8485"]
+        },
+        {
+          "id": "alert-threshold-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "alert-header",
+            "alert-form"
+          ]
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "7. Configure Alert Thresholds",
+          "subtitle": "Dynamically adjust trigger parameters for on-call p2p paging"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "alert-threshold-settings",
+          "fields": [
+            "field-metric-select",
+            "field-error-slider",
+            "field-latency-slider",
+            "field-notification-channel"
+          ],
+          "buttons": "alert-form-buttons"
+        },
+        {
+          "id": "field-metric-select",
+          "component": "FormControl",
+          "label": "Target Metric",
+          "hint": "Select operational metric to modify",
+          "input": "metric-select-input"
+        },
+        {
+          "id": "metric-select-input",
+          "component": "Select",
+          "name": "metric_target",
+          "placeholder": "Choose metric...",
+          "value": "error_rate",
+          "items": [
+            "metric-err-rate",
+            "metric-cpu-util",
+            "metric-p99-latency"
+          ]
+        },
+        {
+          "id": "metric-err-rate",
+          "component": "SelectItem",
+          "value": "error_rate",
+          "label": "Error Rate Threshold (%)"
+        },
+        {
+          "id": "metric-cpu-util",
+          "component": "SelectItem",
+          "value": "cpu_utilization",
+          "label": "CPU Utilization (%)"
+        },
+        {
+          "id": "metric-p99-latency",
+          "component": "SelectItem",
+          "value": "p99_latency",
+          "label": "p99 Latency (ms)"
+        },
+        {
+          "id": "field-error-slider",
+          "component": "FormControl",
+          "label": "Error Rate Paging Trigger (%)",
+          "hint": "Current trigger set at 1.0%",
+          "input": "error-rate-slider"
+        },
+        {
+          "id": "error-rate-slider",
+          "component": "Slider",
+          "name": "error_rate_threshold",
+          "variant": "discrete",
+          "min": 0,
+          "max": 10,
+          "step": 0.5,
+          "defaultValue": [1.0]
+        },
+        {
+          "id": "field-latency-slider",
+          "component": "FormControl",
+          "label": "p99 Latency Paging Trigger (ms)",
+          "hint": "Current trigger set at 1000ms",
+          "input": "latency-slider"
+        },
+        {
+          "id": "latency-slider",
+          "component": "Slider",
+          "name": "latency_threshold",
+          "variant": "continuous",
+          "min": 100,
+          "max": 3000,
+          "step": 50,
+          "defaultValue": [1000]
+        },
+        {
+          "id": "field-notification-channel",
+          "component": "FormControl",
+          "label": "Notification Escalation Route",
+          "hint": "Primary contact protocol",
+          "input": "radio-channel-group"
+        },
+        {
+          "id": "radio-channel-group",
+          "component": "RadioGroup",
+          "name": "alert_channel",
+          "defaultValue": "pagerduty",
+          "items": [
+            "radio-pd",
+            "radio-slack"
+          ]
+        },
+        {
+          "id": "radio-pd",
+          "component": "RadioItem",
+          "value": "pagerduty",
+          "label": "PagerDuty P1 Escalation",
+          "description": "Immediate SMS + Phone Call"
+        },
+        {
+          "id": "radio-slack",
+          "component": "RadioItem",
+          "value": "slack",
+          "label": "Slack Ops-Channel Only",
+          "description": "Post to #oncall-alerts"
+        },
+        {
+          "id": "alert-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "save-threshold-btn"
+          ]
+        },
+        {
+          "id": "save-threshold-btn",
+          "component": "Button",
+          "label": "Save Alert Threshold",
+          "variant": "primary",
+          "action": ["save_threshold"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..d023fbe21
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r2.txt
@@ -0,0 +1,672 @@
+Here is a comprehensive service health dashboard tailored for an on-call engineer, covering all required metrics, incident management actions, region filtering, and alert threshold configuration.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Observability System"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "charts-tabs-card",
+            "incidents-card",
+            "slow-endpoints-card",
+            "alert-threshold-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "region-select-control"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "header-subtext"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Core API Service Health"
+        },
+        {
+          "id": "header-subtext",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time system telemetry and incident management for on-call engineers."
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Filter Region (Item 5)",
+          "hint": "Scope telemetry & incidents",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "value": "global",
+          "placeholder": "Select Region",
+          "items": [
+            "region-opt-global",
+            "region-opt-us-east",
+            "region-opt-us-west",
+            "region-opt-eu-central",
+            "region-opt-ap-south"
+          ]
+        },
+        {
+          "id": "region-opt-global",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "region-opt-us-east",
+          "component": "SelectItem",
+          "value": "us-east-1",
+          "label": "US East (N. Virginia)"
+        },
+        {
+          "id": "region-opt-us-west",
+          "component": "SelectItem",
+          "value": "us-west-2",
+          "label": "US West (Oregon)"
+        },
+        {
+          "id": "region-opt-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central-1",
+          "label": "EU Central (Frankfurt)"
+        },
+        {
+          "id": "region-opt-ap-south",
+          "component": "SelectItem",
+          "value": "ap-south-1",
+          "label": "AP South (Mumbai)"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-uptime-card",
+            "kpi-error-rate-card"
+          ]
+        },
+        {
+          "id": "kpi-uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "uptime-header",
+            "uptime-badge",
+            "uptime-progress",
+            "uptime-footer"
+          ]
+        },
+        {
+          "id": "uptime-header",
+          "component": "CardHeader",
+          "title": "Quarterly Uptime (Item 1)",
+          "subtitle": "Q3 Target: 99.95% SLA"
+        },
+        {
+          "id": "uptime-badge",
+          "component": "Tag",
+          "text": "99.982% Current Uptime",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.98,
+          "label": "Quarterly SLA Budget Remaining: 84%"
+        },
+        {
+          "id": "uptime-footer",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Total downtime this quarter: **7m 12s** (Allowed: 32m 51s)"
+        },
+        {
+          "id": "kpi-error-rate-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "error-rate-header",
+            "error-rate-badge",
+            "error-rate-alert",
+            "error-rate-footer"
+          ]
+        },
+        {
+          "id": "error-rate-header",
+          "component": "CardHeader",
+          "title": "Current Error Rate (Item 3)",
+          "subtitle": "5XX errors vs total requests (1m window)"
+        },
+        {
+          "id": "error-rate-badge",
+          "component": "Tag",
+          "text": "1.42% Error Rate",
+          "variant": "danger",
+          "size": "lg"
+        },
+        {
+          "id": "error-rate-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Elevated Error Rate",
+          "description": "Exceeding warning threshold of 0.50%. Active incident declared."
+        },
+        {
+          "id": "error-rate-footer",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Current throughput: **14,250 req/sec** | Failed: **202 req/sec**"
+        },
+        {
+          "id": "charts-tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "charts-heading",
+            "charts-tabs"
+          ]
+        },
+        {
+          "id": "charts-heading",
+          "component": "CardHeader",
+          "title": "System Resource Utilization (Item 2)",
+          "subtitle": "Historical trend over the past 24 hours (15m granularity)"
+        },
+        {
+          "id": "charts-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-cpu",
+            "tab-memory"
+          ]
+        },
+        {
+          "id": "tab-cpu",
+          "component": "TabItem",
+          "value": "cpu",
+          "trigger": "CPU Usage (%)",
+          "content": [
+            "cpu-line-chart"
+          ]
+        },
+        {
+          "id": "cpu-line-chart",
+          "component": "LineChart",
+          "xLabel": "Time (Past 24 Hours)",
+          "yLabel": "Utilization %",
+          "variant": "natural",
+          "labels": [
+            "00:00",
+            "03:00",
+            "06:00",
+            "09:00",
+            "12:00",
+            "15:00",
+            "18:00",
+            "21:00",
+            "Now"
+          ],
+          "series": [
+            "cpu-series-avg",
+            "cpu-series-p95"
+          ]
+        },
+        {
+          "id": "cpu-series-avg",
+          "component": "Series",
+          "category": "Avg CPU %",
+          "values": [34, 32, 28, 55, 78, 82, 75, 68, 64]
+        },
+        {
+          "id": "cpu-series-p95",
+          "component": "Series",
+          "category": "P95 CPU %",
+          "values": [48, 45, 40, 72, 91, 95, 88, 81, 79]
+        },
+        {
+          "id": "tab-memory",
+          "component": "TabItem",
+          "value": "memory",
+          "trigger": "Memory Usage (%)",
+          "content": [
+            "memory-area-chart"
+          ]
+        },
+        {
+          "id": "memory-area-chart",
+          "component": "AreaChart",
+          "xLabel": "Time (Past 24 Hours)",
+          "yLabel": "Utilization %",
+          "variant": "linear",
+          "labels": [
+            "00:00",
+            "03:00",
+            "06:00",
+            "09:00",
+            "12:00",
+            "15:00",
+            "18:00",
+            "21:00",
+            "Now"
+          ],
+          "series": [
+            "mem-series-used",
+            "mem-series-cache"
+          ]
+        },
+        {
+          "id": "mem-series-used",
+          "component": "Series",
+          "category": "Heap Used %",
+          "values": [62, 63, 64, 68, 74, 79, 81, 83, 85]
+        },
+        {
+          "id": "mem-series-cache",
+          "component": "Series",
+          "category": "Buffer / Cache %",
+          "values": [12, 12, 12, 14, 15, 15, 14, 14, 14]
+        },
+        {
+          "id": "incidents-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incidents-header",
+            "incidents-table"
+          ]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents & Severity (Items 4 & 8)",
+          "subtitle": "Active operational alerts requiring responder attention"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-severity",
+            "col-inc-summary",
+            "col-inc-region",
+            "col-inc-time",
+            "col-inc-status",
+            "col-inc-action"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": [
+            "INC-8492",
+            "INC-8488"
+          ]
+        },
+        {
+          "id": "col-inc-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "SEV-1 (Critical)",
+            "SEV-3 (Moderate)"
+          ]
+        },
+        {
+          "id": "col-inc-summary",
+          "component": "Col",
+          "label": "Summary",
+          "type": "string",
+          "data": [
+            "Elevated 504 Gateway Timeouts on /api/v2/checkout",
+            "Redis connection pool latency spike"
+          ]
+        },
+        {
+          "id": "col-inc-region",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": [
+            "us-east-1",
+            "eu-central-1"
+          ]
+        },
+        {
+          "id": "col-inc-time",
+          "component": "Col",
+          "label": "Triggered",
+          "type": "string",
+          "data": [
+            "14 mins ago",
+            "1 hour ago"
+          ]
+        },
+        {
+          "id": "col-inc-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Firing (Unacknowledged)",
+            "Acknowledged by @jdoe"
+          ]
+        },
+        {
+          "id": "col-inc-action",
+          "component": "Col",
+          "label": "Acknowledge (Item 8)",
+          "type": "action",
+          "data": [
+            "Ack INC-8492",
+            "Already Acked"
+          ]
+        },
+        {
+          "id": "slow-endpoints-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "endpoints-header",
+            "endpoints-table"
+          ]
+        },
+        {
+          "id": "endpoints-header",
+          "component": "CardHeader",
+          "title": "Top 5 Slowest Endpoints (Item 6)",
+          "subtitle": "Ranked by P99 response latency over the last 15 minutes"
+        },
+        {
+          "id": "endpoints-table",
+          "component": "Table",
+          "columns": [
+            "col-ep-rank",
+            "col-ep-method",
+            "col-ep-path",
+            "col-ep-p99",
+            "col-ep-p95",
+            "col-ep-rpm"
+          ]
+        },
+        {
+          "id": "col-ep-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "number",
+          "data": [1, 2, 3, 4, 5]
+        },
+        {
+          "id": "col-ep-method",
+          "component": "Col",
+          "label": "Method",
+          "type": "string",
+          "data": [
+            "POST",
+            "POST",
+            "GET",
+            "PUT",
+            "GET"
+          ]
+        },
+        {
+          "id": "col-ep-path",
+          "component": "Col",
+          "label": "Endpoint Path",
+          "type": "string",
+          "data": [
+            "/api/v2/checkout/process",
+            "/api/v1/reports/export-pdf",
+            "/api/v2/analytics/aggregate",
+            "/api/v1/user/profile-image",
+            "/api/v2/inventory/search"
+          ]
+        },
+        {
+          "id": "col-ep-p99",
+          "component": "Col",
+          "label": "P99 Latency",
+          "type": "string",
+          "data": [
+            "1,840 ms",
+            "1,420 ms",
+            "980 ms",
+            "760 ms",
+            "620 ms"
+          ]
+        },
+        {
+          "id": "col-ep-p95",
+          "component": "Col",
+          "label": "P95 Latency",
+          "type": "string",
+          "data": [
+            "1,120 ms",
+            "910 ms",
+            "640 ms",
+            "480 ms",
+            "390 ms"
+          ]
+        },
+        {
+          "id": "col-ep-rpm",
+          "component": "Col",
+          "label": "Throughput",
+          "type": "string",
+          "data": [
+            "3,400 rpm",
+            "120 rpm",
+            "850 rpm",
+            "2,100 rpm",
+            "11,500 rpm"
+          ]
+        },
+        {
+          "id": "alert-threshold-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alert-threshold-header",
+            "alert-threshold-form"
+          ]
+        },
+        {
+          "id": "alert-threshold-header",
+          "component": "CardHeader",
+          "title": "Configure Alert Thresholds (Item 7)",
+          "subtitle": "Set latency or error triggers to notify on-call engineers via PagerDuty"
+        },
+        {
+          "id": "alert-threshold-form",
+          "component": "Form",
+          "name": "threshold-config-form",
+          "fields": [
+            "field-metric-type",
+            "field-latency-slider",
+            "field-eval-window"
+          ],
+          "buttons": "alert-form-buttons"
+        },
+        {
+          "id": "field-metric-type",
+          "component": "FormControl",
+          "label": "Target Metric",
+          "hint": "Select which metric trigger to configure",
+          "input": "metric-type-select"
+        },
+        {
+          "id": "metric-type-select",
+          "component": "Select",
+          "name": "metricType",
+          "value": "p99_latency",
+          "placeholder": "Select metric",
+          "items": [
+            "metric-opt-p99",
+            "metric-opt-error",
+            "metric-opt-cpu"
+          ]
+        },
+        {
+          "id": "metric-opt-p99",
+          "component": "SelectItem",
+          "value": "p99_latency",
+          "label": "P99 Latency (ms)"
+        },
+        {
+          "id": "metric-opt-error",
+          "component": "SelectItem",
+          "value": "error_rate",
+          "label": "Error Rate (%)"
+        },
+        {
+          "id": "metric-opt-cpu",
+          "component": "SelectItem",
+          "value": "cpu_utilization",
+          "label": "CPU Utilization (%)"
+        },
+        {
+          "id": "field-latency-slider",
+          "component": "FormControl",
+          "label": "Latency Alert Threshold (ms)",
+          "hint": "Trigger alert when P99 latency exceeds this value",
+          "input": "threshold-slider"
+        },
+        {
+          "id": "threshold-slider",
+          "component": "Slider",
+          "name": "latencyThreshold",
+          "variant": "discrete",
+          "min": 100,
+          "max": 3000,
+          "step": 50,
+          "defaultValue": [1000],
+          "label": "1000 ms"
+        },
+        {
+          "id": "field-eval-window",
+          "component": "FormControl",
+          "label": "Evaluation Window",
+          "hint": "Sustained duration before triggering paging alert",
+          "input": "eval-window-select"
+        },
+        {
+          "id": "eval-window-select",
+          "component": "Select",
+          "name": "evalWindow",
+          "value": "5m",
+          "placeholder": "Select duration",
+          "items": [
+            "window-opt-1m",
+            "window-opt-5m",
+            "window-opt-15m"
+          ]
+        },
+        {
+          "id": "window-opt-1m",
+          "component": "SelectItem",
+          "value": "1m",
+          "label": "1 minute"
+        },
+        {
+          "id": "window-opt-5m",
+          "component": "SelectItem",
+          "value": "5m",
+          "label": "5 minutes"
+        },
+        {
+          "id": "window-opt-15m",
+          "component": "SelectItem",
+          "value": "15m",
+          "label": "15 minutes"
+        },
+        {
+          "id": "alert-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-threshold",
+            "btn-reset-threshold"
+          ]
+        },
+        {
+          "id": "btn-save-threshold",
+          "component": "Button",
+          "label": "Save Alert Threshold",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-reset-threshold",
+          "component": "Button",
+          "label": "Reset Defaults",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..524651058
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r3.txt
@@ -0,0 +1,9 @@
+Here is a comprehensive, interactive Service Health Dashboard designed for an on-call engineer. It covers all 8 required metrics and actions in a clean, high-density operational view.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"service-health-dashboard","theme":{"agentDisplayName":"SRE Monitor","primaryColor":"#0284C7"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["header-card","filter-card","metrics-card","incidents-card","tab-details","alert-card"],"component":"Card","direction":"column","gap":"m","id":"root","variant":"clear"},{"children":["header-title","header-tags"],"component":"Card","direction":"row","gap":"m","id":"header-card","justify":"between","variant":"card"},{"children":["header-heading","header-sub"],"component":"Card","direction":"column","gap":"xs","id":"header-title","variant":"clear"},{"component":"Heading","id":"header-heading","level":"h2","text":"Core Payment Service (production)"},{"component":"TextContent","id":"header-sub","size":"small","text":"Primary Service Dashboard • On-Call Rotation: Primary (Active)"},{"children":["tag-status","tag-region"],"component":"Card","direction":"row","gap":"s","id":"header-tags","variant":"clear"},{"component":"Tag","id":"tag-status","text":"Status: Degradation","variant":"warning"},{"component":"Tag","id":"tag-region","text":"Global View","variant":"info"},{"children":["filter-form"],"component":"Card","direction":"column","gap":"xs","id":"filter-card","variant":"sunk"},{"buttons":"filter-btn-group","component":"Form","fields":["region-control"],"id":"filter-form","name":"region-filter-form"},{"children":["region-select"],"component":"FormControl","hint":"Filter metrics, incidents, and performance data by deployment region","id":"region-control","label":"Region Selector (Req #5)"},{"items":["opt-all","opt-us-east","opt-us-west","opt-eu-west","opt-ap-southeast"],"name":"region_select","placeholder":"Select Region...","value":"all","component":"Select","id":"region-select"},{"component":"SelectItem","id":"opt-all","label":"All Regions (Global)","value":"all"},{"component":"SelectItem","id":"opt-us-east","label":"US-East (N. Virginia)","value":"us-east"},{"component":"SelectItem","id":"opt-us-west","label":"US-West (Oregon)","value":"us-west"},{"component":"SelectItem","id":"opt-eu-west","label":"EU-West (Ireland)","value":"eu-west"},{"component":"SelectItem","id":"opt-ap-southeast","label":"AP-Southeast (Tokyo)","value":"ap-southeast"},{"buttons":["btn-filter-apply"],"component":"Buttons","direction":"row","id":"filter-btn-group"},{"component":"Button","id":"btn-filter-apply","label":"Apply Filter","variant":"secondary"},{"children":["uptime-card","error-card"],"component":"Card","direction":"row","gap":"m","id":"metrics-card","variant":"clear"},{"children":["uptime-header","uptime-val","uptime-progress","uptime-sub"],"component":"Card","direction":"column","gap":"s","id":"uptime-card","variant":"card","weight":1},{"component":"CardHeader","id":"uptime-header","subtitle":"Service Level Objective vs Actual","title":"Uptime This Quarter (Req #1)"},{"component":"Heading","id":"uptime-val","level":"h1","text":"99.92%"},{"component":"Progress","id":"uptime-progress","label":"Target SLO: 99.95%","value":99.92},{"component":"TextContent","id":"uptime-sub","size":"small","text":"Error budget remaining: 34 mins • Total downtime Q3: 52 mins"},{"children":["error-header","error-val","error-callout"],"component":"Card","direction":"column","gap":"s","id":"error-card","variant":"card","weight":1},{"component":"CardHeader","id":"error-header","subtitle":"HTTP 5xx error percentage across all active pods","title":"Error Rate Right Now (Req #3)"},{"component":"Heading","id":"error-val","level":"h1","text":"1.42%"},{"component":"TextCallout","description":"Threshold breached (>1.00%). Spikes detected in /v2/checkout endpoint.","id":"error-callout","title":"Warning Level Elevated","variant":"warning"},{"children":["incidents-header","incidents-table"],"component":"Card","direction":"column","gap":"m","id":"incidents-card","variant":"card"},{"component":"CardHeader","id":"incidents-header","subtitle":"Active alerts and incidents requiring attention • Ack required (Req #8)","title":"Open Incidents & Severity (Req #4 & #8)"},{"columns":["col-inc-id","col-inc-sev","col-inc-title","col-inc-impact","col-inc-time","col-inc-ack"],"component":"Table","id":"incidents-table"},{"component":"Col","data":["INC-8492","INC-8488"],"label":"Incident ID","id":"col-inc-id","type":"string"},{"component":"Col","data":["SEV-1 Critical","SEV-2 High"],"label":"Severity","id":"col-inc-sev","type":"string"},{"component":"Col","data":["Elevated 500 error rate on checkout service","Database connection pool saturation in EU-West"],"label":"Title / Summary","id":"col-inc-title","type":"string"},{"component":"Col","data":["US-East, EU-West","EU-West"],"label":"Affected Region","id":"col-inc-impact","type":"string"},{"component":"Col","data":["14 mins ago","42 mins ago"],"label":"Duration","id":"col-inc-time","type":"string"},{"component":"Col","data":["Acknowledge INC-8492","Acknowledge INC-8488"],"label":"Action (Req #8)","id":"col-inc-ack","type":"action"},{"items":["tab-resource","tab-endpoints"],"component":"Tabs","id":"tab-details"},{"content":["resource-card"],"id":"tab-resource","trigger":"24h CPU & Memory Usage (Req #2)","value":"resources"},{"content":["endpoints-card"],"id":"tab-endpoints","trigger":"Slowest Endpoints & Latency (Req #6)","value":"endpoints"},{"children":["resource-header","chart-cpu","chart-mem"],"component":"Card","direction":"column","gap":"m","id":"resource-card","variant":"card"},{"component":"CardHeader","id":"resource-header","subtitle":"Average and peak metrics aggregated across cluster pods","title":"CPU and Memory Usage (Past 24 Hours)"},{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["series-cpu-avg","series-cpu-peak"],"variant":"natural","xLabel":"Time","yLabel":"CPU Utilization (%)","component":"LineChart","id":"chart-cpu"},{"category":"Average CPU %","component":"Series","id":"series-cpu-avg","values":[32,28,45,62,78,65,71]},{"category":"Peak CPU %","component":"Series","id":"series-cpu-peak","values":[48,42,65,84,95,88,92]},{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["series-mem-used"],"variant":"linear","xLabel":"Time","yLabel":"Memory Usage (GB)","component":"AreaChart","id":"chart-mem"},{"category":"Memory Used (GB)","component":"Series","id":"series-mem-used","values":[18,18,22,29,31,34,35]},{"children":["endpoints-header","endpoints-table"],"component":"Card","direction":"column","gap":"m","id":"endpoints-card","variant":"card"},{"component":"CardHeader","id":"endpoints-header","subtitle":"p99 response latency ranked over the last 15-minute rolling window","title":"Top 5 Slowest Endpoints (Req #6)"},{"columns":["col-ep-rank","col-ep-name","col-ep-method","col-ep-p95","col-ep-p99"],"component":"Table","id":"endpoints-table"},{"component":"Col","data":["1","2","3","4","5"],"label":"#","id":"col-ep-rank","type":"number"},{"component":"Col","data":["/v1/payments/process","/v2/reports/export","/v1/users/search","/v2/checkout/validate","/v1/subscriptions/sync"],"label":"Endpoint","id":"col-ep-name","type":"string"},{"component":"Col","data":["POST","GET","GET","POST","PUT"],"label":"Method","id":"col-ep-method","type":"string"},{"component":"Col","data":["850 ms","620 ms","410 ms","380 ms","290 ms"],"label":"p95 Latency","id":"col-ep-p95","type":"string"},{"component":"Col","data":["1,840 ms","1,210 ms","890 ms","760 ms","540 ms"],"label":"p99 Latency","id":"col-ep-p99","type":"string"},{"children":["alert-header","alert-form"],"component":"Card","direction":"column","gap":"m","id":"alert-card","variant":"sunk"},{"component":"CardHeader","id":"alert-header","subtitle":"Configure dynamic alert rules and pager trigger thresholds","title":"Set Alert Threshold (Req #7)"},{"buttons":"alert-btn-group","component":"Form","fields":["alert-metric-control","alert-slider-control"],"id":"alert-form","name":"alert-config-form"},{"children":["alert-metric-select"],"component":"FormControl","hint":"Select metric to adjust trigger sensitivity","id":"alert-metric-control","label":"Metric Target"},{"items":["opt-m-error","opt-m-cpu","opt-m-latency"],"name":"alert_metric","placeholder":"Choose Metric","value":"error_rate","component":"Select","id":"alert-metric-select"},{"component":"SelectItem","id":"opt-m-error","label":"HTTP Error Rate (%)","value":"error_rate"},{"component":"SelectItem","id":"opt-m-cpu","label":"CPU Utilization (%)","value":"cpu_utilization"},{"component":"SelectItem","id":"opt-m-latency","label":"p99 Latency (ms)","value":"p99_latency"},{"children":["alert-threshold-slider"],"component":"FormControl","hint":"Slide to update paging alert trigger point","id":"alert-slider-control","label":"Threshold Limit"},{"defaultValue":[1],"label":"Warning Threshold (%)","max":10,"min":0.1,"name":"alert_threshold_value","step":0.1,"variant":"continuous","component":"Slider","id":"alert-threshold-slider"},{"buttons":["btn-alert-save"],"component":"Buttons","direction":"row","id":"alert-btn-group"},{"component":"Button","id":"btn-alert-save","label":"Save Threshold Rule","variant":"primary"}],"surfaceId":"service-health-dashboard"},"version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..bb705c29e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b3-server__r4.txt
@@ -0,0 +1,1000 @@
+Here is a comprehensive single-screen Service Health Dashboard designed for an on-call engineer. It covers all 8 requirements including uptime metrics, 24h usage trends, live error rates, incident acknowledgments, regional filtering, latency tracking, and custom threshold controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "On-Call Service Health"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "tabs-container",
+            "followup-block"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-left",
+            "header-right"
+          ]
+        },
+        {
+          "id": "header-left",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Core Platform Dashboard"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "On-Call Engineer Service Monitor • Real-Time Telemetry"
+        },
+        {
+          "id": "header-right",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "region-select-label",
+            "region-select"
+          ]
+        },
+        {
+          "id": "region-select-label",
+          "component": "Label",
+          "text": "Filter Region:"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region_filter",
+          "value": "all",
+          "placeholder": "Select Region",
+          "size": "small",
+          "items": [
+            "region-opt-all",
+            "region-opt-us-east",
+            "region-opt-us-west",
+            "region-opt-eu-central",
+            "region-opt-ap-southeast"
+          ]
+        },
+        {
+          "id": "region-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions (Global)"
+        },
+        {
+          "id": "region-opt-us-east",
+          "component": "SelectItem",
+          "value": "us-east-1",
+          "label": "US East (N. Virginia)"
+        },
+        {
+          "id": "region-opt-us-west",
+          "component": "SelectItem",
+          "value": "us-west-2",
+          "label": "US West (Oregon)"
+        },
+        {
+          "id": "region-opt-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central-1",
+          "label": "EU Central (Frankfurt)"
+        },
+        {
+          "id": "region-opt-ap-southeast",
+          "component": "SelectItem",
+          "value": "ap-southeast-1",
+          "label": "AP Southeast (Singapore)"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "uptime-card",
+            "error-rate-card",
+            "incidents-count-card"
+          ]
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "uptime-header",
+            "uptime-value-card",
+            "uptime-progress",
+            "uptime-subtext"
+          ]
+        },
+        {
+          "id": "uptime-header",
+          "component": "CardHeader",
+          "title": "Quarterly Uptime",
+          "subtitle": "Q3 Target: 99.95%"
+        },
+        {
+          "id": "uptime-value-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "baseline",
+          "gap": "s",
+          "children": [
+            "uptime-value",
+            "uptime-badge"
+          ]
+        },
+        {
+          "id": "uptime-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "99.98%"
+        },
+        {
+          "id": "uptime-badge",
+          "component": "Badge",
+          "variant": "default",
+          "text": "SLA Met"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.98,
+          "label": "Availability Score"
+        },
+        {
+          "id": "uptime-subtext",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Total downtime this quarter: 8m 12s"
+        },
+        {
+          "id": "error-rate-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "error-rate-header",
+            "error-rate-value-card",
+            "error-rate-callout"
+          ]
+        },
+        {
+          "id": "error-rate-header",
+          "component": "CardHeader",
+          "title": "Current Error Rate",
+          "subtitle": "HTTP 5xx & Unhandled Exceptions"
+        },
+        {
+          "id": "error-rate-value-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "baseline",
+          "gap": "s",
+          "children": [
+            "error-rate-value",
+            "error-rate-badge"
+          ]
+        },
+        {
+          "id": "error-rate-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "0.14%"
+        },
+        {
+          "id": "error-rate-badge",
+          "component": "Badge",
+          "variant": "destructive",
+          "text": "Elevated"
+        },
+        {
+          "id": "error-rate-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Threshold Alert",
+          "description": "Exceeding target warning limit of 0.10%"
+        },
+        {
+          "id": "incidents-count-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "incidents-count-header",
+            "incidents-count-value-card",
+            "incidents-count-subtext"
+          ]
+        },
+        {
+          "id": "incidents-count-header",
+          "component": "CardHeader",
+          "title": "Active Incidents",
+          "subtitle": "Requires On-Call Attention"
+        },
+        {
+          "id": "incidents-count-value-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "baseline",
+          "gap": "s",
+          "children": [
+            "incidents-count-value",
+            "incidents-count-badge"
+          ]
+        },
+        {
+          "id": "incidents-count-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "3 Open"
+        },
+        {
+          "id": "incidents-count-badge",
+          "component": "Badge",
+          "variant": "destructive",
+          "text": "1 SEV-1"
+        },
+        {
+          "id": "incidents-count-subtext",
+          "component": "TextContent",
+          "size": "small",
+          "text": "2 SEV-2/3 incidents currently unacknowledged"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-incidents",
+            "tab-endpoints",
+            "tab-settings"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "System Metrics (24h)",
+          "content": [
+            "overview-card"
+          ]
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "chart-header",
+            "usage-line-chart",
+            "chart-footer-callout"
+          ]
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "CPU & Memory Utilization (Past 24 Hours)",
+          "subtitle": "Sampled every 2 hours across all active instances"
+        },
+        {
+          "id": "usage-line-chart",
+          "component": "LineChart",
+          "xLabel": "Time (Past 24 Hours)",
+          "yLabel": "Utilization %",
+          "variant": "natural",
+          "labels": [
+            "00:00",
+            "03:00",
+            "06:00",
+            "09:00",
+            "12:00",
+            "15:00",
+            "18:00",
+            "21:00"
+          ],
+          "series": [
+            "cpu-series",
+            "memory-series"
+          ]
+        },
+        {
+          "id": "cpu-series",
+          "component": "Series",
+          "category": "CPU Usage (%)",
+          "values": [
+            38,
+            34,
+            42,
+            65,
+            78,
+            88,
+            72,
+            55
+          ]
+        },
+        {
+          "id": "memory-series",
+          "component": "Series",
+          "category": "Memory Usage (%)",
+          "values": [
+            52,
+            53,
+            55,
+            68,
+            74,
+            81,
+            79,
+            70
+          ]
+        },
+        {
+          "id": "chart-footer-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Utilization Peak Observed",
+          "description": "CPU spiked to 88% at 15:00 UTC due to scheduled batch processing in us-east-1. Auto-scaling added 4 nodes."
+        },
+        {
+          "id": "tab-incidents",
+          "component": "TabItem",
+          "value": "incidents",
+          "trigger": "Open Incidents (3)",
+          "content": [
+            "incidents-card"
+          ]
+        },
+        {
+          "id": "incidents-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incidents-header",
+            "incident-item-1",
+            "incident-item-2",
+            "incident-item-3"
+          ]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Active Incidents & Acknowledgment",
+          "subtitle": "Review and acknowledge assigned incidents to update on-call status"
+        },
+        {
+          "id": "incident-item-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "inc-1-top",
+            "inc-1-desc",
+            "inc-1-actions"
+          ]
+        },
+        {
+          "id": "inc-1-top",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-1-title-group",
+            "inc-1-time"
+          ]
+        },
+        {
+          "id": "inc-1-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "inc-1-badge",
+            "inc-1-title"
+          ]
+        },
+        {
+          "id": "inc-1-badge",
+          "component": "Badge",
+          "variant": "destructive",
+          "text": "SEV-1 Critical"
+        },
+        {
+          "id": "inc-1-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "INC-8902: High Latency on /api/v2/checkout"
+        },
+        {
+          "id": "inc-1-time",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Opened 14m ago"
+        },
+        {
+          "id": "inc-1-desc",
+          "component": "TextContent",
+          "size": "default",
+          "text": "P99 response time degraded to 1,420ms in region us-east-1. Database connection pool saturation suspected."
+        },
+        {
+          "id": "inc-1-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-1-region-tag",
+            "inc-1-ack-dialog"
+          ]
+        },
+        {
+          "id": "inc-1-region-tag",
+          "component": "Tag",
+          "text": "us-east-1",
+          "variant": "danger"
+        },
+        {
+          "id": "inc-1-ack-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Acknowledge SEV-1 Incident",
+          "triggerVariant": "destructive",
+          "title": "Acknowledge Incident INC-8902?",
+          "description": "By acknowledging, you confirm you are actively investigating INC-8902. This will notify the escalation responder group.",
+          "confirmLabel": "Confirm Acknowledgment",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "incident-item-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "inc-2-top",
+            "inc-2-desc",
+            "inc-2-actions"
+          ]
+        },
+        {
+          "id": "inc-2-top",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-2-title-group",
+            "inc-2-time"
+          ]
+        },
+        {
+          "id": "inc-2-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "inc-2-badge",
+            "inc-2-title"
+          ]
+        },
+        {
+          "id": "inc-2-badge",
+          "component": "Tag",
+          "variant": "warning",
+          "text": "SEV-2 Major"
+        },
+        {
+          "id": "inc-2-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "INC-8898: Redis Cache Cluster Memory Warning"
+        },
+        {
+          "id": "inc-2-time",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Opened 42m ago"
+        },
+        {
+          "id": "inc-2-desc",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Memory usage exceeded 85% on primary node redis-prod-02. Eviction policy triggering key drops."
+        },
+        {
+          "id": "inc-2-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-2-region-tag",
+            "inc-2-ack-dialog"
+          ]
+        },
+        {
+          "id": "inc-2-region-tag",
+          "component": "Tag",
+          "text": "eu-central-1",
+          "variant": "warning"
+        },
+        {
+          "id": "inc-2-ack-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Acknowledge Incident",
+          "triggerVariant": "secondary",
+          "title": "Acknowledge Incident INC-8898?",
+          "description": "Acknowledge ownership for Redis Memory Warning. Secondary paging will pause for 60 minutes.",
+          "confirmLabel": "Acknowledge",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "incident-item-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "inc-3-top",
+            "inc-3-desc",
+            "inc-3-actions"
+          ]
+        },
+        {
+          "id": "inc-3-top",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-3-title-group",
+            "inc-3-time"
+          ]
+        },
+        {
+          "id": "inc-3-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "inc-3-badge",
+            "inc-3-title"
+          ]
+        },
+        {
+          "id": "inc-3-badge",
+          "component": "Tag",
+          "variant": "info",
+          "text": "SEV-3 Minor"
+        },
+        {
+          "id": "inc-3-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "INC-8891: Webhook Delivery Delay"
+        },
+        {
+          "id": "inc-3-time",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Opened 2h 15m ago"
+        },
+        {
+          "id": "inc-3-desc",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Outbound webhook queue processing delayed by ~45 seconds due to third-party endpoint rate limiting."
+        },
+        {
+          "id": "inc-3-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "inc-3-region-tag",
+            "inc-3-ack-dialog"
+          ]
+        },
+        {
+          "id": "inc-3-region-tag",
+          "component": "Tag",
+          "text": "us-west-2",
+          "variant": "info"
+        },
+        {
+          "id": "inc-3-ack-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Acknowledge Incident",
+          "triggerVariant": "secondary",
+          "title": "Acknowledge Incident INC-8891?",
+          "description": "Mark INC-8891 as acknowledged by current on-call engineer.",
+          "confirmLabel": "Acknowledge",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "tab-endpoints",
+          "component": "TabItem",
+          "value": "endpoints",
+          "trigger": "Slowest Endpoints",
+          "content": [
+            "endpoints-card"
+          ]
+        },
+        {
+          "id": "endpoints-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "endpoints-header",
+            "endpoints-chart",
+            "endpoints-table"
+          ]
+        },
+        {
+          "id": "endpoints-header",
+          "component": "CardHeader",
+          "title": "Top 5 Slowest Endpoints (P99 Latency)",
+          "subtitle": "Ranked by 99th percentile response duration over the last 1 hour"
+        },
+        {
+          "id": "endpoints-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Latency (ms)",
+          "yLabel": "Endpoint",
+          "variant": "grouped",
+          "labels": [
+            "/api/v2/checkout",
+            "/api/v1/reports/export",
+            "/api/v2/analytics/query",
+            "/api/v1/users/search",
+            "/api/v2/auth/token"
+          ],
+          "series": [
+            "latency-series"
+          ]
+        },
+        {
+          "id": "latency-series",
+          "component": "Series",
+          "category": "P99 Latency (ms)",
+          "values": [
+            1420,
+            1180,
+            890,
+            640,
+            410
+          ]
+        },
+        {
+          "id": "endpoints-table",
+          "component": "Table",
+          "columns": [
+            "col-rank",
+            "col-endpoint",
+            "col-p99",
+            "col-p95",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "type": "string",
+          "data": [
+            "1",
+            "2",
+            "3",
+            "4",
+            "5"
+          ]
+        },
+        {
+          "id": "col-endpoint",
+          "component": "Col",
+          "label": "Endpoint Path",
+          "type": "string",
+          "data": [
+            "POST /api/v2/checkout",
+            "POST /api/v1/reports/export",
+            "GET /api/v2/analytics/query",
+            "GET /api/v1/users/search",
+            "POST /api/v2/auth/token"
+          ]
+        },
+        {
+          "id": "col-p99",
+          "component": "Col",
+          "label": "P99 Latency",
+          "type": "string",
+          "data": [
+            "1,420 ms",
+            "1,180 ms",
+            "890 ms",
+            "640 ms",
+            "410 ms"
+          ]
+        },
+        {
+          "id": "col-p95",
+          "component": "Col",
+          "label": "P95 Latency",
+          "type": "string",
+          "data": [
+            "920 ms",
+            "750 ms",
+            "510 ms",
+            "380 ms",
+            "210 ms"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Critical SLA Breach",
+            "Warning High",
+            "Degraded",
+            "Acceptable",
+            "Normal"
+          ]
+        },
+        {
+          "id": "tab-settings",
+          "component": "TabItem",
+          "value": "settings",
+          "trigger": "Alert Thresholds & Config",
+          "content": [
+            "threshold-form-card"
+          ]
+        },
+        {
+          "id": "threshold-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "threshold-form-header",
+            "threshold-form"
+          ]
+        },
+        {
+          "id": "threshold-form-header",
+          "component": "CardHeader",
+          "title": "Configure Alert Thresholds",
+          "subtitle": "Set automated paging triggers for error rates, latencies, and resource utilization"
+        },
+        {
+          "id": "threshold-form",
+          "component": "Form",
+          "name": "alert_thresholds_form",
+          "fields": [
+            "field-error-rate",
+            "field-latency",
+            "field-cpu",
+            "field-notification-channel"
+          ],
+          "buttons": "form-buttons-group"
+        },
+        {
+          "id": "field-error-rate",
+          "component": "FormControl",
+          "label": "Max Error Rate Threshold (%)",
+          "hint": "Triggers SEV-1 incident pager if exceeded for 3 consecutive minutes",
+          "input": "input-error-rate"
+        },
+        {
+          "id": "input-error-rate",
+          "component": "Slider",
+          "name": "max_error_rate",
+          "variant": "continuous",
+          "min": 0,
+          "max": 5,
+          "step": 0.05,
+          "value": [
+            0.1
+          ]
+        },
+        {
+          "id": "field-latency",
+          "component": "FormControl",
+          "label": "P99 Latency Warning Threshold (ms)",
+          "hint": "Triggers SEV-2 alert if endpoint P99 stays above this value for 5 minutes",
+          "input": "input-latency"
+        },
+        {
+          "id": "input-latency",
+          "component": "Slider",
+          "name": "max_p99_latency",
+          "variant": "discrete",
+          "min": 100,
+          "max": 2000,
+          "step": 50,
+          "value": [
+            500
+          ]
+        },
+        {
+          "id": "field-cpu",
+          "component": "FormControl",
+          "label": "CPU Utilization Alert Trigger (%)",
+          "hint": "Automated auto-scaling and high load alert limit",
+          "input": "input-cpu"
+        },
+        {
+          "id": "input-cpu",
+          "component": "Slider",
+          "name": "max_cpu_percent",
+          "variant": "discrete",
+          "min": 50,
+          "max": 95,
+          "step": 5,
+          "value": [
+            80
+          ]
+        },
+        {
+          "id": "field-notification-channel",
+          "component": "FormControl",
+          "label": "Primary On-Call Notification Channel",
+          "hint": "Destination for high-priority pages",
+          "input": "input-channel"
+        },
+        {
+          "id": "input-channel",
+          "component": "Select",
+          "name": "notification_channel",
+          "value": "pagerduty",
+          "items": [
+            "chan-opt-pd",
+            "chan-opt-slack",
+            "chan-opt-sms"
+          ]
+        },
+        {
+          "id": "chan-opt-pd",
+          "component": "SelectItem",
+          "value": "pagerduty",
+          "label": "PagerDuty (High-Urgency Escalation)"
+        },
+        {
+          "id": "chan-opt-slack",
+          "component": "SelectItem",
+          "value": "slack",
+          "label": "Slack (#ops-war-room)"
+        },
+        {
+          "id": "chan-opt-sms",
+          "component": "SelectItem",
+          "value": "sms",
+          "label": "SMS & Direct Voice Call"
+        },
+        {
+          "id": "form-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-thresholds",
+            "btn-reset-defaults"
+          ]
+        },
+        {
+          "id": "btn-save-thresholds",
+          "component": "Button",
+          "label": "Save Alert Thresholds",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-reset-defaults",
+          "component": "Button",
+          "label": "Reset to Recommended Defaults",
+          "variant": "tertiary",
+          "size": "medium"
+        },
+        {
+          "id": "followup-block",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-item-1",
+            "followup-item-2",
+            "followup-item-3"
+          ]
+        },
+        {
+          "id": "followup-item-1",
+          "component": "FollowUpItem",
+          "text": "Run automated diagnostic on INC-8902 checkout endpoint"
+        },
+        {
+          "id": "followup-item-2",
+          "component": "FollowUpItem",
+          "text": "Scale up us-east-1 app server pool by 5 nodes"
+        },
+        {
+          "id": "followup-item-3",
+          "component": "FollowUpItem",
+          "text": "Show database connection pool telemetry for past 24 hours"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..b32e458f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r1.txt
@@ -0,0 +1,898 @@
+I have created a comprehensive dashboard for the Airline Hub Operations Desk covering all 12 requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-operations-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Hub Ops Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-operations-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "alerts-and-advisories-section",
+            "tabs-main-section",
+            "action-rebook-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "hub-selector-form"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-title",
+            "header-sub"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Hub Operations Center"
+        },
+        {
+          "id": "header-sub",
+          "component": "TextContent",
+          "text": "Live Operations Monitor & Rebooking Control • **Current Station: ORD (Chicago O'Hare)**",
+          "size": "small"
+        },
+        {
+          "id": "hub-selector-form",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "hub-select-control"
+          ]
+        },
+        {
+          "id": "hub-select-control",
+          "component": "FormControl",
+          "label": "10. Switch Hub",
+          "input": "hub-select",
+          "hint": "Select station"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "selectedHub",
+          "placeholder": "ORD - Chicago O'Hare",
+          "value": "ORD",
+          "items": [
+            "hub-ord",
+            "hub-dfw",
+            "hub-atl",
+            "hub-den"
+          ]
+        },
+        {
+          "id": "hub-ord",
+          "component": "SelectItem",
+          "value": "ORD",
+          "label": "ORD - Chicago O'Hare"
+        },
+        {
+          "id": "hub-dfw",
+          "component": "SelectItem",
+          "value": "DFW",
+          "label": "DFW - Dallas/Fort Worth"
+        },
+        {
+          "id": "hub-atl",
+          "component": "SelectItem",
+          "value": "ATL",
+          "label": "ATL - Atlanta Hartsfield"
+        },
+        {
+          "id": "hub-den",
+          "component": "SelectItem",
+          "value": "DEN",
+          "label": "DEN - Denver International"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-otp",
+            "kpi-load",
+            "kpi-tat",
+            "kpi-cancels"
+          ]
+        },
+        {
+          "id": "kpi-otp",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-otp-title",
+            "kpi-otp-val",
+            "kpi-otp-progress"
+          ]
+        },
+        {
+          "id": "kpi-otp-title",
+          "component": "Label",
+          "text": "1. On-Time Performance (Today)"
+        },
+        {
+          "id": "kpi-otp-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "82.4%"
+        },
+        {
+          "id": "kpi-otp-progress",
+          "component": "Progress",
+          "value": 82.4,
+          "label": "Target: 85.0%"
+        },
+        {
+          "id": "kpi-load",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-load-title",
+            "kpi-load-val",
+            "kpi-load-progress"
+          ]
+        },
+        {
+          "id": "kpi-load-title",
+          "component": "Label",
+          "text": "7. Avg Passenger Load Today"
+        },
+        {
+          "id": "kpi-load-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "88.6%"
+        },
+        {
+          "id": "kpi-load-progress",
+          "component": "Progress",
+          "value": 88.6,
+          "label": "18,420 / 20,780 seats filled"
+        },
+        {
+          "id": "kpi-tat",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-tat-title",
+            "kpi-tat-val",
+            "kpi-tat-sub"
+          ]
+        },
+        {
+          "id": "kpi-tat-title",
+          "component": "Label",
+          "text": "12. Avg Turnaround Time"
+        },
+        {
+          "id": "kpi-tat-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "41 mins"
+        },
+        {
+          "id": "kpi-tat-sub",
+          "component": "Tag",
+          "text": "-3 mins vs scheduled",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-cancels",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-cancels-title",
+            "kpi-cancels-val",
+            "kpi-cancels-sub"
+          ]
+        },
+        {
+          "id": "kpi-cancels-title",
+          "component": "Label",
+          "text": "11. Cancellations Today"
+        },
+        {
+          "id": "kpi-cancels-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3 Flights"
+        },
+        {
+          "id": "kpi-cancels-sub",
+          "component": "Tag",
+          "text": "1.2% cancellation rate",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "alerts-and-advisories-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "weather-card",
+            "gate-changes-card"
+          ]
+        },
+        {
+          "id": "weather-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "weather-header",
+            "weather-alert"
+          ]
+        },
+        {
+          "id": "weather-header",
+          "component": "CardHeader",
+          "title": "6. Hub Weather Advisories",
+          "subtitle": "ORD Station Weather Alert Monitor"
+        },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Thunderstorm Cell Approaching Station",
+          "description": "Ground stop hazard expected between 15:30 - 16:45 CST. Gusts up to 38 kts. Expect hold patterns on arrivals from SW."
+        },
+        {
+          "id": "gate-changes-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "gate-header",
+            "gate-changes-list"
+          ]
+        },
+        {
+          "id": "gate-header",
+          "component": "CardHeader",
+          "title": "4. Recent Gate Changes",
+          "subtitle": "Last updated 2 mins ago"
+        },
+        {
+          "id": "gate-changes-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "gate-change-1",
+            "gate-change-2",
+            "gate-change-3"
+          ]
+        },
+        {
+          "id": "gate-change-1",
+          "component": "ListItem",
+          "title": "AA 1420 (ORD ➔ LGA)",
+          "subtitle": "Changed from Gate B12 to Gate C18 (Inbound aircraft swapped)"
+        },
+        {
+          "id": "gate-change-2",
+          "component": "ListItem",
+          "title": "UA 892 (SFO ➔ ORD)",
+          "subtitle": "Changed from Gate C04 to Gate B08 (Early arrival buffer)"
+        },
+        {
+          "id": "gate-change-3",
+          "component": "ListItem",
+          "title": "DL 304 (ORD ➔ ATL)",
+          "subtitle": "Changed from Gate C10 to Gate C12 (Maintenance hold at C10)"
+        },
+        {
+          "id": "tabs-main-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "ops-tabs"
+          ]
+        },
+        {
+          "id": "ops-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-flights",
+            "tab-delayed",
+            "tab-connections",
+            "tab-crews"
+          ]
+        },
+        {
+          "id": "tab-flights",
+          "component": "TabItem",
+          "value": "all-flights",
+          "trigger": "2. All Scheduled Flights",
+          "content": [
+            "table-all-flights"
+          ]
+        },
+        {
+          "id": "table-all-flights",
+          "component": "Table",
+          "columns": [
+            "col-flight-num",
+            "col-flight-route",
+            "col-flight-gate",
+            "col-flight-status",
+            "col-flight-pax"
+          ]
+        },
+        {
+          "id": "col-flight-num",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": [
+            "UA 402",
+            "AA 1420",
+            "DL 781",
+            "UA 1109",
+            "AA 884",
+            "UA 220"
+          ]
+        },
+        {
+          "id": "col-flight-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": [
+            "ORD ➔ BOS",
+            "ORD ➔ LGA",
+            "ORD ➔ MCO",
+            "LAX ➔ ORD",
+            "DFW ➔ ORD",
+            "ORD ➔ SEA"
+          ]
+        },
+        {
+          "id": "col-flight-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": [
+            "B10",
+            "C18",
+            "C22",
+            "B04",
+            "C08",
+            "B14"
+          ]
+        },
+        {
+          "id": "col-flight-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "On Time",
+            "Delayed (+45m)",
+            "On Time",
+            "Delayed (+25m)",
+            "On Time",
+            "Cancelled"
+          ]
+        },
+        {
+          "id": "col-flight-pax",
+          "component": "Col",
+          "label": "Passengers / Load",
+          "type": "string",
+          "data": [
+            "168 / 93%",
+            "182 / 98%",
+            "145 / 80%",
+            "190 / 95%",
+            "150 / 83%",
+            "174 / 91%"
+          ]
+        },
+        {
+          "id": "tab-delayed",
+          "component": "TabItem",
+          "value": "delayed-flights",
+          "trigger": "3. Delayed Flights Callout",
+          "content": [
+            "delayed-callout",
+            "table-delayed-flights"
+          ]
+        },
+        {
+          "id": "delayed-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "3 Delayed Flights Requiring Turnaround Assistance",
+          "description": "Primary causes: Inbound aircraft delay from Denver (weather) and maintenance inspection hold at Gate C18."
+        },
+        {
+          "id": "table-delayed-flights",
+          "component": "Table",
+          "columns": [
+            "col-del-num",
+            "col-del-route",
+            "col-del-gate",
+            "col-del-delay",
+            "col-del-reason",
+            "col-del-pax-impact"
+          ]
+        },
+        {
+          "id": "col-del-num",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": [
+            "AA 1420",
+            "UA 1109",
+            "DL 990"
+          ]
+        },
+        {
+          "id": "col-del-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": [
+            "ORD ➔ LGA",
+            "LAX ➔ ORD",
+            "DEN ➔ ORD"
+          ]
+        },
+        {
+          "id": "col-del-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": [
+            "C18",
+            "B04",
+            "B20"
+          ]
+        },
+        {
+          "id": "col-del-delay",
+          "component": "Col",
+          "label": "Delay",
+          "type": "string",
+          "data": [
+            "+45 min",
+            "+25 min",
+            "+60 min"
+          ]
+        },
+        {
+          "id": "col-del-reason",
+          "component": "Col",
+          "label": "Reason",
+          "type": "string",
+          "data": [
+            "Gate Swap / Maintenance",
+            "Late Inbound Crew",
+            "Hub Weather (DEN)"
+          ]
+        },
+        {
+          "id": "col-del-pax-impact",
+          "component": "Col",
+          "label": "Misconnect Risk",
+          "type": "string",
+          "data": [
+            "28 Passengers",
+            "14 Passengers",
+            "42 Passengers"
+          ]
+        },
+        {
+          "id": "tab-connections",
+          "component": "TabItem",
+          "value": "at-risk-connections",
+          "trigger": "8. Connections At Risk",
+          "content": [
+            "connections-alert",
+            "table-connections"
+          ]
+        },
+        {
+          "id": "connections-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "84 Total Connecting Passengers At Risk",
+          "description": "Tight connection windows (<20 mins) due to inbound delays on LAX and DEN arrivals. Immediate rebooking recommended for passengers on UA 220 (Cancelled)."
+        },
+        {
+          "id": "table-connections",
+          "component": "Table",
+          "columns": [
+            "col-cxn-pax",
+            "col-cxn-inbound",
+            "col-cxn-outbound",
+            "col-cxn-margin",
+            "col-cxn-status"
+          ]
+        },
+        {
+          "id": "col-cxn-pax",
+          "component": "Col",
+          "label": "Pax Count",
+          "type": "number",
+          "data": [
+            18,
+            14,
+            22,
+            30
+          ]
+        },
+        {
+          "id": "col-cxn-inbound",
+          "component": "Col",
+          "label": "Inbound Flight",
+          "type": "string",
+          "data": [
+            "LAX ➔ ORD (UA 1109)",
+            "DEN ➔ ORD (DL 990)",
+            "ORD Arrival (UA 220 Cancelled)",
+            "SFO ➔ ORD (UA 892)"
+          ]
+        },
+        {
+          "id": "col-cxn-outbound",
+          "component": "Col",
+          "label": "Outbound Flight",
+          "type": "string",
+          "data": [
+            "ORD ➔ FRA (UA 908)",
+            "ORD ➔ LHR (AA 086)",
+            "ORD ➔ SEA (UA 220)",
+            "ORD ➔ DCA (AA 210)"
+          ]
+        },
+        {
+          "id": "col-cxn-margin",
+          "component": "Col",
+          "label": "Connection Window",
+          "type": "string",
+          "data": [
+            "12 mins (Tight)",
+            "8 mins (Critical)",
+            "0 mins (Flight Cancelled)",
+            "18 mins (Tight)"
+          ]
+        },
+        {
+          "id": "col-cxn-status",
+          "component": "Col",
+          "label": "Recommended Action",
+          "type": "string",
+          "data": [
+            "Hold Gate / Express Runner",
+            "Auto-Rebook Next Flight",
+            "Rebook via Assistant Below",
+            "Monitor Inbound Gate"
+          ]
+        },
+        {
+          "id": "tab-crews",
+          "component": "TabItem",
+          "value": "crews-available",
+          "trigger": "5. Available Crews",
+          "content": [
+            "crews-info",
+            "table-crews"
+          ]
+        },
+        {
+          "id": "crews-info",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "5. Standby Crews Ready for Reassignment",
+          "description": "4 qualified flight deck & cabin crew pairs currently on reserve at ORD Terminal 1 and Terminal 3."
+        },
+        {
+          "id": "table-crews",
+          "component": "Table",
+          "columns": [
+            "col-crew-id",
+            "col-crew-type",
+            "col-crew-qual",
+            "col-crew-location",
+            "col-crew-duty"
+          ]
+        },
+        {
+          "id": "col-crew-id",
+          "component": "Col",
+          "label": "Crew Unit",
+          "type": "string",
+          "data": [
+            "Reserve Pair #104",
+            "Captain R. Vance",
+            "First Officer M. Chen",
+            "Cabin Crew Unit B"
+          ]
+        },
+        {
+          "id": "col-crew-type",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": [
+            "Full Crew (2 Pilots, 4 FA)",
+            "Captain (Standby)",
+            "First Officer (Standby)",
+            "Flight Attendants (4)"
+          ]
+        },
+        {
+          "id": "col-crew-qual",
+          "component": "Col",
+          "label": "Fleet Rating",
+          "type": "string",
+          "data": [
+            "A320 / A321",
+            "B737 / B787",
+            "A320 Family",
+            "All Narrowbody"
+          ]
+        },
+        {
+          "id": "col-crew-location",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "ORD T1 Ready Room",
+            "ORD T3 Gate K12",
+            "ORD T1 Ready Room",
+            "ORD T2 Lounge"
+          ]
+        },
+        {
+          "id": "col-crew-duty",
+          "component": "Col",
+          "label": "Duty Hours Remaining",
+          "type": "string",
+          "data": [
+            "8h 30m remaining",
+            "6h 15m remaining",
+            "9h 00m remaining",
+            "7h 45m remaining"
+          ]
+        },
+        {
+          "id": "action-rebook-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rebook-header",
+            "rebook-form"
+          ]
+        },
+        {
+          "id": "rebook-header",
+          "component": "CardHeader",
+          "title": "9. Passenger Rebooking Desk",
+          "subtitle": "Process batch rebookings for cancelled or missed connection passengers"
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "passengerRebookingForm",
+          "fields": [
+            "field-affected-flight",
+            "field-rebook-option",
+            "field-vouchers"
+          ],
+          "buttons": "rebook-action-buttons"
+        },
+        {
+          "id": "field-affected-flight",
+          "component": "FormControl",
+          "label": "Select Affected Flight / Group",
+          "input": "select-affected-flight",
+          "hint": "Choose cancelled or disrupted flight"
+        },
+        {
+          "id": "select-affected-flight",
+          "component": "Select",
+          "name": "affectedFlight",
+          "placeholder": "UA 220 (ORD ➔ SEA) - Cancelled (174 Pax)",
+          "value": "UA220",
+          "items": [
+            "opt-ua220",
+            "opt-aa1420",
+            "opt-dl990"
+          ]
+        },
+        {
+          "id": "opt-ua220",
+          "component": "SelectItem",
+          "value": "UA220",
+          "label": "UA 220 (ORD ➔ SEA) - Cancelled (174 Pax)"
+        },
+        {
+          "id": "opt-aa1420",
+          "component": "SelectItem",
+          "value": "AA1420",
+          "label": "AA 1420 (ORD ➔ LGA) - 28 Misconnect Pax"
+        },
+        {
+          "id": "opt-dl990",
+          "component": "SelectItem",
+          "value": "DL990",
+          "label": "DL 990 (DEN ➔ ORD) - 14 Misconnect Pax"
+        },
+        {
+          "id": "field-rebook-option",
+          "component": "FormControl",
+          "label": "Rebooking Strategy",
+          "input": "radio-rebook-strategy",
+          "hint": "Automatic routing priority"
+        },
+        {
+          "id": "radio-rebook-strategy",
+          "component": "RadioGroup",
+          "name": "rebookStrategy",
+          "defaultValue": "next-available",
+          "items": [
+            "strat-next",
+            "strat-partner",
+            "strat-overnight"
+          ]
+        },
+        {
+          "id": "strat-next",
+          "component": "RadioItem",
+          "value": "next-available",
+          "label": "Next Available Own-Airline Flight",
+          "description": "Auto-protect on UA 418 at 18:20 CST (82 seats available)"
+        },
+        {
+          "id": "strat-partner",
+          "component": "RadioItem",
+          "value": "partner-routing",
+          "label": "Partner Alliance Express Reroute",
+          "description": "Route high-tier elites via Star Alliance partners"
+        },
+        {
+          "id": "strat-overnight",
+          "component": "RadioItem",
+          "value": "overnight-hotel",
+          "label": "Hold for Morning Flight + Issue Hotel Voucher",
+          "description": "For connections failing after 21:00 CST"
+        },
+        {
+          "id": "field-vouchers",
+          "component": "FormControl",
+          "label": "Automated Compensation & Amenities",
+          "input": "cb-vouchers",
+          "hint": "Select digital vouchers to dispatch to passenger mobile app"
+        },
+        {
+          "id": "cb-vouchers",
+          "component": "CheckBoxGroup",
+          "name": "amenities",
+          "items": [
+            "cb-meal",
+            "cb-hotel",
+            "cb-transfer"
+          ]
+        },
+        {
+          "id": "cb-meal",
+          "component": "CheckBoxItem",
+          "name": "mealVoucher",
+          "label": "Issue $30 Airport Food & Beverage Voucher",
+          "description": "Automatically sent via SMS/App",
+          "defaultChecked": true
+        },
+        {
+          "id": "cb-hotel",
+          "component": "CheckBoxItem",
+          "name": "hotelVoucher",
+          "label": "Issue Overnight Hotel Accommodation",
+          "description": "Partner hotel API auto-booking",
+          "defaultChecked": false
+        },
+        {
+          "id": "cb-transfer",
+          "component": "CheckBoxItem",
+          "name": "groundTransfer",
+          "label": "Ground Shuttle / Rideshare Pass",
+          "description": "Airport to hotel round-trip transfer",
+          "defaultChecked": false
+        },
+        {
+          "id": "rebook-action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-execute-rebook",
+            "btn-notify-pax"
+          ]
+        },
+        {
+          "id": "btn-execute-rebook",
+          "component": "Button",
+          "label": "Execute Rebooking & Issue Boarding Passes",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-notify-pax",
+          "component": "Button",
+          "label": "Send SMS / Push Broadcast to Affected Pax",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..765e56d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r2.txt
@@ -0,0 +1,796 @@
+I have created the Airline Hub Operations Desk interface covering all 12 requested operational elements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-operations-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-operations-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "hub-overview-tabs",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "weather-callout"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "hub-selector-control"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Hub Operations Control Desk",
+          "subtitle": "Real-time monitor, flight tracking, and contingency management"
+        },
+        {
+          "id": "hub-selector-control",
+          "component": "FormControl",
+          "label": "Select Hub (Item 10)",
+          "hint": "Switch active operational view",
+          "input": "hub-select-dropdown"
+        },
+        {
+          "id": "hub-select-dropdown",
+          "component": "Select",
+          "name": "selectedHub",
+          "value": "ORD",
+          "placeholder": "Choose Hub...",
+          "items": [
+            "hub-opt-ord",
+            "hub-opt-dfw",
+            "hub-opt-atl",
+            "hub-opt-lax"
+          ]
+        },
+        {
+          "id": "hub-opt-ord",
+          "component": "SelectItem",
+          "value": "ORD",
+          "label": "Chicago O'Hare (ORD) - Primary Hub"
+        },
+        {
+          "id": "hub-opt-dfw",
+          "component": "SelectItem",
+          "value": "DFW",
+          "label": "Dallas/Fort Worth (DFW)"
+        },
+        {
+          "id": "hub-opt-atl",
+          "component": "SelectItem",
+          "value": "ATL",
+          "label": "Atlanta Hartsfield-Jackson (ATL)"
+        },
+        {
+          "id": "hub-opt-lax",
+          "component": "SelectItem",
+          "value": "LAX",
+          "label": "Los Angeles Intl (LAX)"
+        },
+        {
+          "id": "weather-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Hub Weather Advisory (Item 6): ORD Field Conditions",
+          "description": "Lake-effect snow & low visibility in effect. De-icing operations active on Runways 10L/28R. Expect 15-20 min ground delays on departures through 14:00 CST."
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "kpi-otp",
+            "kpi-load",
+            "kpi-turnaround",
+            "kpi-cancellations"
+          ]
+        },
+        {
+          "id": "kpi-otp",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-otp-title",
+            "kpi-otp-value",
+            "kpi-otp-progress"
+          ]
+        },
+        {
+          "id": "kpi-otp-title",
+          "component": "TextContent",
+          "text": "On-Time Performance (Item 1)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-otp-value",
+          "component": "Heading",
+          "text": "82.4%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-otp-progress",
+          "component": "Progress",
+          "value": 82.4,
+          "label": "Target: 85.0%"
+        },
+        {
+          "id": "kpi-load",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-load-title",
+            "kpi-load-value",
+            "kpi-load-progress"
+          ]
+        },
+        {
+          "id": "kpi-load-title",
+          "component": "TextContent",
+          "text": "Avg Passenger Load (Item 7)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-load-value",
+          "component": "Heading",
+          "text": "88.6%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-load-progress",
+          "component": "Progress",
+          "value": 88.6,
+          "label": "142 passengers / flight"
+        },
+        {
+          "id": "kpi-turnaround",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-turnaround-title",
+            "kpi-turnaround-value",
+            "kpi-turnaround-sub"
+          ]
+        },
+        {
+          "id": "kpi-turnaround-title",
+          "component": "TextContent",
+          "text": "Avg Turnaround Time (Item 12)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-turnaround-value",
+          "component": "Heading",
+          "text": "41 min",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-turnaround-sub",
+          "component": "TextContent",
+          "text": "-4 min vs scheduled benchmark",
+          "size": "small"
+        },
+        {
+          "id": "kpi-cancellations",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-canc-title",
+            "kpi-canc-value",
+            "kpi-canc-sub"
+          ]
+        },
+        {
+          "id": "kpi-canc-title",
+          "component": "TextContent",
+          "text": "Cancellations Today (Item 11)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-canc-value",
+          "component": "Heading",
+          "text": "3 Flights",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-canc-sub",
+          "component": "TextContent",
+          "text": "0.8% of daily scheduled departures",
+          "size": "small"
+        },
+        {
+          "id": "hub-overview-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-flights",
+            "tab-delays",
+            "tab-connections",
+            "tab-rebook",
+            "tab-crews",
+            "tab-gates"
+          ]
+        },
+        {
+          "id": "tab-flights",
+          "component": "TabItem",
+          "value": "all-flights",
+          "trigger": "All Flights (Item 2)",
+          "content": [
+            "flights-card"
+          ]
+        },
+        {
+          "id": "flights-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "flights-header",
+            "flights-table"
+          ]
+        },
+        {
+          "id": "flights-header",
+          "component": "CardHeader",
+          "title": "Hub Schedule & Status Monitor",
+          "subtitle": "Comprehensive list showing number, route, gate, and status for all active operations"
+        },
+        {
+          "id": "flights-table",
+          "component": "Table",
+          "columns": [
+            "col-flight-num",
+            "col-route",
+            "col-gate",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-flight-num",
+          "component": "Col",
+          "label": "Flight #",
+          "type": "string",
+          "data": [
+            "UA 402",
+            "UA 118",
+            "UA 895",
+            "UA 304",
+            "UA 771",
+            "UA 512",
+            "UA 901"
+          ]
+        },
+        {
+          "id": "col-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": [
+            "ORD → LGA",
+            "ORD → SFO",
+            "LHR → ORD",
+            "ORD → DEN",
+            "MIA → ORD",
+            "ORD → BOS",
+            "ORD → LAX"
+          ]
+        },
+        {
+          "id": "col-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": [
+            "B12",
+            "C18",
+            "M14",
+            "B8",
+            "C10",
+            "B20",
+            "C22"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "On Time - Boarding",
+            "Delayed (+45m)",
+            "On Time - In Flight",
+            "Delayed (+20m)",
+            "Cancelled (Equipment)",
+            "On Time - Departed",
+            "Delayed (+60m)"
+          ]
+        },
+        {
+          "id": "tab-delays",
+          "component": "TabItem",
+          "value": "delays-callout",
+          "trigger": "Delayed Flights (Item 3)",
+          "content": [
+            "delays-card"
+          ]
+        },
+        {
+          "id": "delays-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "delays-callout-header",
+            "delays-alert-1",
+            "delays-alert-2",
+            "delays-alert-3"
+          ]
+        },
+        {
+          "id": "delays-callout-header",
+          "component": "CardHeader",
+          "title": "Delayed Flights Priority Callout",
+          "subtitle": "Active operational delays requiring ground team attention"
+        },
+        {
+          "id": "delays-alert-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "UA 118 | ORD → SFO | Gate C18 | Delayed +45 mins",
+          "description": "Reason: Late incoming aircraft due to de-icing queue. Revised Departure: 11:30 CST. Impact: 18 connecting passengers."
+        },
+        {
+          "id": "delays-alert-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "UA 304 | ORD → DEN | Gate B8 | Delayed +20 mins",
+          "description": "Reason: Minor mechanical issue undergoing quick maintenance check. Revised Departure: 11:15 CST."
+        },
+        {
+          "id": "delays-alert-3",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "UA 901 | ORD → LAX | Gate C22 | Delayed +60 mins",
+          "description": "Reason: Crew rest extension requirement. Revised Departure: 12:15 CST. Impact: Crew swap requested."
+        },
+        {
+          "id": "tab-connections",
+          "component": "TabItem",
+          "value": "risk-connections",
+          "trigger": "Connections at Risk (Item 8)",
+          "content": [
+            "connections-card"
+          ]
+        },
+        {
+          "id": "connections-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "connections-header",
+            "connections-list"
+          ]
+        },
+        {
+          "id": "connections-header",
+          "component": "CardHeader",
+          "title": "Tight & At-Risk Passenger Connections",
+          "subtitle": "Passengers with under 25-minute connection windows due to inbound delays"
+        },
+        {
+          "id": "connections-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "conn-item-1",
+            "conn-item-2",
+            "conn-item-3"
+          ]
+        },
+        {
+          "id": "conn-item-1",
+          "component": "ListItem",
+          "title": "12 Passengers: UA 895 (LHR) → UA 118 (SFO)",
+          "subtitle": "Current Window: 12 minutes | Inbound Gate: M14 → Outbound Gate: C18 | Risk Level: HIGH",
+          "actionLabel": "Request Gate Transfer Cart"
+        },
+        {
+          "id": "conn-item-2",
+          "component": "ListItem",
+          "title": "8 Passengers: UA 412 (MKE) → UA 402 (LGA)",
+          "subtitle": "Current Window: 18 minutes | Inbound Gate: F4 → Outbound Gate: B12 | Risk Level: MEDIUM",
+          "actionLabel": "Monitor Transfer"
+        },
+        {
+          "id": "conn-item-3",
+          "component": "ListItem",
+          "title": "5 Passengers: UA 771 (MIA) → UA 304 (DEN)",
+          "subtitle": "Flight UA 771 Cancelled | Passengers trapped without flight connection | Risk Level: CRITICAL",
+          "actionLabel": "Rebook Immediately"
+        },
+        {
+          "id": "tab-rebook",
+          "component": "TabItem",
+          "value": "rebook-pax",
+          "trigger": "Rebook Passengers (Item 9)",
+          "content": [
+            "rebook-card"
+          ]
+        },
+        {
+          "id": "rebook-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rebook-header",
+            "rebook-form"
+          ]
+        },
+        {
+          "id": "rebook-header",
+          "component": "CardHeader",
+          "title": "Affected Passenger Rebooking Station",
+          "subtitle": "Process auto-rebooking or manual itinerary shifts for impacted travelers"
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "passengerRebookingForm",
+          "fields": [
+            "rebook-fc-flight",
+            "rebook-fc-policy",
+            "rebook-fc-notes"
+          ],
+          "buttons": "rebook-buttons-group"
+        },
+        {
+          "id": "rebook-fc-flight",
+          "component": "FormControl",
+          "label": "Target Cancelled/Delayed Flight",
+          "hint": "Select affected origin flight",
+          "input": "rebook-select-flight"
+        },
+        {
+          "id": "rebook-select-flight",
+          "component": "Select",
+          "name": "affectedFlight",
+          "value": "UA771",
+          "placeholder": "Select Flight",
+          "items": [
+            "rf-opt-771",
+            "rf-opt-118",
+            "rf-opt-901"
+          ]
+        },
+        {
+          "id": "rf-opt-771",
+          "component": "SelectItem",
+          "value": "UA771",
+          "label": "UA 771 (Cancelled MIA-ORD - 42 connections)"
+        },
+        {
+          "id": "rf-opt-118",
+          "component": "SelectItem",
+          "value": "UA118",
+          "label": "UA 118 (Delayed ORD-SFO - 18 connections)"
+        },
+        {
+          "id": "rf-opt-901",
+          "component": "SelectItem",
+          "value": "UA901",
+          "label": "UA 901 (Delayed ORD-LAX - 9 connections)"
+        },
+        {
+          "id": "rebook-fc-policy",
+          "component": "FormControl",
+          "label": "Rebooking Rule Strategy",
+          "hint": "Choose priority route allocation",
+          "input": "rebook-radio-strategy"
+        },
+        {
+          "id": "rebook-radio-strategy",
+          "component": "RadioGroup",
+          "name": "strategy",
+          "defaultValue": "next-available",
+          "items": [
+            "radio-strat-1",
+            "radio-strat-2",
+            "radio-strat-3"
+          ]
+        },
+        {
+          "id": "radio-strat-1",
+          "component": "RadioItem",
+          "value": "next-available",
+          "label": "Next Available Own-Metal Flight",
+          "description": "Automatically protection-book on next departing airline flight"
+        },
+        {
+          "id": "radio-strat-2",
+          "component": "RadioItem",
+          "value": "partner-airline",
+          "label": "Include Alliance Partners",
+          "description": "Open availability to Star Alliance partner itineraries"
+        },
+        {
+          "id": "radio-strat-3",
+          "component": "RadioItem",
+          "value": "hotel-voucher",
+          "label": "Overnight Hotel + Morning Departure",
+          "description": "Issue overnight accommodation voucher and rebook for morning"
+        },
+        {
+          "id": "rebook-fc-notes",
+          "component": "FormControl",
+          "label": "Special Instructions / Passenger List Filtering",
+          "hint": "Specify PNRs or elite tier priority",
+          "input": "rebook-text-notes"
+        },
+        {
+          "id": "rebook-text-notes",
+          "component": "TextArea",
+          "name": "rebookNotes",
+          "placeholder": "e.g. Prioritize Premier 1K / Global Services status passengers on UA 504.",
+          "rows": 2
+        },
+        {
+          "id": "rebook-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-execute-rebook",
+            "btn-preview-manifest"
+          ]
+        },
+        {
+          "id": "btn-execute-rebook",
+          "component": "Button",
+          "label": "Execute Auto-Rebook All Passengers",
+          "variant": "primary",
+          "type": "normal"
+        },
+        {
+          "id": "btn-preview-manifest",
+          "component": "Button",
+          "label": "Preview Proposed Manifest Changes",
+          "variant": "secondary",
+          "type": "normal"
+        },
+        {
+          "id": "tab-crews",
+          "component": "TabItem",
+          "value": "crew-reassignment",
+          "trigger": "Available Crews (Item 5)",
+          "content": [
+            "crews-card"
+          ]
+        },
+        {
+          "id": "crews-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "crews-header",
+            "crews-table"
+          ]
+        },
+        {
+          "id": "crews-header",
+          "component": "CardHeader",
+          "title": "Standby Crew & Crew Reassignment Pool",
+          "subtitle": "Reserve crew personnel available at ORD for immediate flight assignment"
+        },
+        {
+          "id": "crews-table",
+          "component": "Table",
+          "columns": [
+            "crew-col-id",
+            "crew-col-type",
+            "crew-col-qual",
+            "crew-col-duty",
+            "crew-col-status"
+          ]
+        },
+        {
+          "id": "crew-col-id",
+          "component": "Col",
+          "label": "Crew Unit / Leader",
+          "type": "string",
+          "data": [
+            "Reserve Crew Alpha (Capt. R. Miller)",
+            "Reserve Crew Bravo (Capt. S. Chen)",
+            "FA Standby Group 10",
+            "FA Standby Group 12",
+            "FO J. Davis (Single)"
+          ]
+        },
+        {
+          "id": "crew-col-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "Full Flight Deck + Cabin",
+            "Flight Deck Only",
+            "Cabin Crew (4)",
+            "Cabin Crew (3)",
+            "First Officer"
+          ]
+        },
+        {
+          "id": "crew-col-qual",
+          "component": "Col",
+          "label": "Aircraft Qual",
+          "type": "string",
+          "data": [
+            "B737 / A320",
+            "B787 / B777",
+            "Narrowbody",
+            "Widebody",
+            "B737"
+          ]
+        },
+        {
+          "id": "crew-col-duty",
+          "component": "Col",
+          "label": "Remaining Duty Time",
+          "type": "string",
+          "data": [
+            "8h 30m",
+            "10h 15m",
+            "6h 45m",
+            "9h 00m",
+            "11h 00m"
+          ]
+        },
+        {
+          "id": "crew-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Available (Terminal B Ready Room)",
+            "Available (On Call - 15m away)",
+            "Available (Terminal C Ready Room)",
+            "Assigned to UA 901 (Pending)",
+            "Available (Terminal B Ready Room)"
+          ]
+        },
+        {
+          "id": "tab-gates",
+          "component": "TabItem",
+          "value": "gate-changes",
+          "trigger": "Recent Gate Changes (Item 4)",
+          "content": [
+            "gates-card"
+          ]
+        },
+        {
+          "id": "gates-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "gates-header",
+            "gates-list"
+          ]
+        },
+        {
+          "id": "gates-header",
+          "component": "CardHeader",
+          "title": "Recent Gate Change Log",
+          "subtitle": "Real-time log of gate reassignments over the last 60 minutes"
+        },
+        {
+          "id": "gates-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "gate-item-1",
+            "gate-item-2",
+            "gate-item-3"
+          ]
+        },
+        {
+          "id": "gate-item-1",
+          "component": "ListItem",
+          "title": "UA 402 (ORD → LGA) shifted from Gate B4 to Gate B12",
+          "subtitle": "Time: 10:42 CST | Reason: Early arrival of incoming aircraft requiring jetbridge B12",
+          "actionLabel": "Broadcast Sent to Pax"
+        },
+        {
+          "id": "gate-item-2",
+          "component": "ListItem",
+          "title": "UA 118 (ORD → SFO) shifted from Gate C10 to Gate C18",
+          "subtitle": "Time: 10:25 CST | Reason: Maintenance required aircraft repositioning to heavy gate",
+          "actionLabel": "Broadcast Sent to Pax"
+        },
+        {
+          "id": "gate-item-3",
+          "component": "ListItem",
+          "title": "UA 512 (ORD → BOS) shifted from Gate B18 to Gate B20",
+          "subtitle": "Time: 10:05 CST | Reason: De-icing pad proximity optimization",
+          "actionLabel": "Broadcast Sent to Pax"
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Issue ground delay warnings for departing flights in the next 2 hours"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Assign Reserve Crew Alpha to delayed flight UA 901"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Export rebooking manifest report for cancelled flight UA 771"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..88ab17def
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r3.txt
@@ -0,0 +1,695 @@
+Here is the UI dashboard for the Airline Hub Operations Desk, covering all 12 operational requirements in a comprehensive layout.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hub-ops-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F4C81",
+      "agentDisplayName": "Hub Control Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hub-ops-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "weather-alert-callout",
+          "kpi-card",
+          "tabs-container"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-left",
+          "header-right"
+        ]
+      },
+      {
+        "id": "header-left",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "hub-title",
+          "hub-subtitle"
+        ]
+      },
+      {
+        "id": "hub-title",
+        "component": "Heading",
+        "text": "Hub Operations Desk (ORD - Chicago O'Hare)",
+        "level": "h2"
+      },
+      {
+        "id": "hub-subtitle",
+        "component": "TextContent",
+        "text": "Live Operations Dashboard | Last updated: 14:32 CST",
+        "size": "small"
+      },
+      {
+        "id": "header-right",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "hub-selector-control"
+        ]
+      },
+      {
+        "id": "hub-selector-control",
+        "component": "FormControl",
+        "label": "10. Select Active Hub",
+        "input": "hub-select"
+      },
+      {
+        "id": "hub-select",
+        "component": "Select",
+        "name": "hub_location",
+        "value": "ORD",
+        "items": [
+          "hub-ord",
+          "hub-dfw",
+          "hub-atl",
+          "hub-den"
+        ]
+      },
+      {
+        "id": "hub-ord",
+        "component": "SelectItem",
+        "value": "ORD",
+        "label": "ORD - Chicago O'Hare"
+      },
+      {
+        "id": "hub-dfw",
+        "component": "SelectItem",
+        "value": "DFW",
+        "label": "DFW - Dallas/Fort Worth"
+      },
+      {
+        "id": "hub-atl",
+        "component": "SelectItem",
+        "value": "ATL",
+        "label": "ATL - Atlanta Hartsfield"
+      },
+      {
+        "id": "hub-den",
+        "component": "SelectItem",
+        "value": "DEN",
+        "label": "DEN - Denver International"
+      },
+      {
+        "id": "weather-alert-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "6. Hub Weather Advisory: Moderate Snow & De-icing Operations Active",
+        "description": "Visibility reduced to 1.5 miles. Ground delays averaging 22 minutes. Runway 10C/28C undergoing continuous clearing."
+      },
+      {
+        "id": "kpi-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "justify": "around",
+        "gap": "m",
+        "children": [
+          "kpi-otp",
+          "kpi-turnaround",
+          "kpi-load",
+          "kpi-cancellations"
+        ]
+      },
+      {
+        "id": "kpi-otp",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "align": "center",
+        "gap": "xs",
+        "children": [
+          "otp-title",
+          "otp-val",
+          "otp-badge"
+        ]
+      },
+      {
+        "id": "otp-title",
+        "component": "TextContent",
+        "text": "1. On-Time Performance Today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "otp-val",
+        "component": "Heading",
+        "text": "78.4%",
+        "level": "h2"
+      },
+      {
+        "id": "otp-badge",
+        "component": "Badge",
+        "text": "-3.2% vs target",
+        "variant": "destructive"
+      },
+      {
+        "id": "kpi-turnaround",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "align": "center",
+        "gap": "xs",
+        "children": [
+          "turn-title",
+          "turn-val",
+          "turn-badge"
+        ]
+      },
+      {
+        "id": "turn-title",
+        "component": "TextContent",
+        "text": "12. Avg Turnaround Time",
+        "size": "small-heavy"
+      },
+      {
+        "id": "turn-val",
+        "component": "Heading",
+        "text": "44 min",
+        "level": "h2"
+      },
+      {
+        "id": "turn-badge",
+        "component": "Badge",
+        "text": "Target: 40 min",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-load",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "align": "center",
+        "gap": "xs",
+        "children": [
+          "load-title",
+          "load-val",
+          "load-badge"
+        ]
+      },
+      {
+        "id": "load-title",
+        "component": "TextContent",
+        "text": "7. Avg Passenger Load",
+        "size": "small-heavy"
+      },
+      {
+        "id": "load-val",
+        "component": "Heading",
+        "text": "88.6%",
+        "level": "h2"
+      },
+      {
+        "id": "load-badge",
+        "component": "Badge",
+        "text": "High Volume",
+        "variant": "default"
+      },
+      {
+        "id": "kpi-cancellations",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "align": "center",
+        "gap": "xs",
+        "children": [
+          "canc-title",
+          "canc-val",
+          "canc-badge"
+        ]
+      },
+      {
+        "id": "canc-title",
+        "component": "TextContent",
+        "text": "11. Cancellations Today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "canc-val",
+        "component": "Heading",
+        "text": "4 Flights",
+        "level": "h2"
+      },
+      {
+        "id": "canc-badge",
+        "component": "Badge",
+        "text": "1.1% of schedule",
+        "variant": "secondary"
+      },
+      {
+        "id": "tabs-container",
+        "component": "Tabs",
+        "items": [
+          "tab-all-flights",
+          "tab-delays-gates",
+          "tab-connections-rebooking",
+          "tab-crew-mgmt"
+        ]
+      },
+      {
+        "id": "tab-all-flights",
+        "component": "TabItem",
+        "value": "flights",
+        "trigger": "Flights & Gate Monitor (2 & 3)",
+        "content": [
+          "flights-card"
+        ]
+      },
+      {
+        "id": "flights-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "flights-header-text",
+          "flights-table"
+        ]
+      },
+      {
+        "id": "flights-header-text",
+        "component": "TextContent",
+        "text": "### 2. Live Flight Schedule & 3. Delayed Flights Callouts",
+        "size": "default"
+      },
+      {
+        "id": "flights-table",
+        "component": "Table",
+        "columns": [
+          "col-flight-num",
+          "col-route",
+          "col-gate",
+          "col-eta",
+          "col-status"
+        ]
+      },
+      {
+        "id": "col-flight-num",
+        "component": "Col",
+        "label": "Flight",
+        "type": "string",
+        "data": ["UA 1420", "UA 482", "UA 891", "UA 2201", "UA 604", "UA 1109"]
+      },
+      {
+        "id": "col-route",
+        "component": "Col",
+        "label": "Route",
+        "type": "string",
+        "data": ["SFO -> ORD", "LGA -> ORD", "ORD -> LAX", "ORD -> MIA", "DEN -> ORD", "ORD -> BOS"]
+      },
+      {
+        "id": "col-gate",
+        "component": "Col",
+        "label": "Gate",
+        "type": "string",
+        "data": ["B12", "C18", "B8", "B22", "C10", "C24"]
+      },
+      {
+        "id": "col-eta",
+        "component": "Col",
+        "label": "Scheduled / Est.",
+        "type": "string",
+        "data": ["14:45 / 14:45", "15:10 / 15:55", "15:20 / 15:20", "15:35 / 16:40", "15:50 / 15:50", "16:05 / 16:05"]
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Status (3. Delayed Callouts)",
+        "type": "string",
+        "data": ["On Time", "DELAYED (+45m - Weather)", "On Time", "DELAYED (+65m - Maintenance)", "On Time", "On Time"]
+      },
+      {
+        "id": "tab-delays-gates",
+        "component": "TabItem",
+        "value": "gate-changes",
+        "trigger": "Recent Gate Changes (4)",
+        "content": [
+          "gate-changes-card"
+        ]
+      },
+      {
+        "id": "gate-changes-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "gate-changes-title",
+          "gate-changes-list"
+        ]
+      },
+      {
+        "id": "gate-changes-title",
+        "component": "TextContent",
+        "text": "### 4. Recent Gate Changes",
+        "size": "default"
+      },
+      {
+        "id": "gate-changes-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "gate-item-1",
+          "gate-item-2",
+          "gate-item-3"
+        ]
+      },
+      {
+        "id": "gate-item-1",
+        "component": "ListItem",
+        "title": "UA 482 (from LGA)",
+        "subtitle": "Changed from Gate B4 to Gate C18 — Reason: Aircraft Swap (14:28 CST)",
+        "actionLabel": "Notify Ground Crew"
+      },
+      {
+        "id": "gate-item-2",
+        "component": "ListItem",
+        "title": "UA 2201 (to MIA)",
+        "subtitle": "Changed from Gate C2 soft stand to Gate B22 — Reason: De-icing proximity (14:15 CST)",
+        "actionLabel": "Notify Ground Crew"
+      },
+      {
+        "id": "gate-item-3",
+        "component": "ListItem",
+        "title": "UA 905 (to FRA)",
+        "subtitle": "Changed from Gate B10 to Gate B16 — Reason: Inbound aircraft delayed (13:50 CST)",
+        "actionLabel": "Notify Ground Crew"
+      },
+      {
+        "id": "tab-connections-rebooking",
+        "component": "TabItem",
+        "value": "connections",
+        "trigger": "Connections & Rebooking (8 & 9)",
+        "content": [
+          "connections-main-card"
+        ]
+      },
+      {
+        "id": "connections-main-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "connections-alert",
+          "connections-table-heading",
+          "connections-table",
+          "rebook-form-card"
+        ]
+      },
+      {
+        "id": "connections-alert",
+        "component": "Alert",
+        "variant": "destructive",
+        "title": "8. Critical Connections at Risk",
+        "description": "18 passengers on delayed UA 482 have tight connection windows (<20 mins) to UA 891 and UA 1109."
+      },
+      {
+        "id": "connections-table-heading",
+        "component": "TextContent",
+        "text": "### Misconnect Risk Matrix",
+        "size": "default"
+      },
+      {
+        "id": "connections-table",
+        "component": "Table",
+        "columns": [
+          "col-pax-count",
+          "col-inbound",
+          "col-outbound",
+          "col-layover-time",
+          "col-risk-level"
+        ]
+      },
+      {
+        "id": "col-pax-count",
+        "component": "Col",
+        "label": "Pax Count",
+        "type": "number",
+        "data": [12, 6, 4]
+      },
+      {
+        "id": "col-inbound",
+        "component": "Col",
+        "label": "Inbound Flight",
+        "type": "string",
+        "data": ["UA 482 (ETA 15:55)", "UA 482 (ETA 15:55)", "UA 2201 (ETA 16:40)"]
+      },
+      {
+        "id": "col-outbound",
+        "component": "Col",
+        "label": "Connecting Flight",
+        "type": "string",
+        "data": ["UA 891 (ETD 15:20)", "UA 1109 (ETD 16:05)", "UA 740 (ETD 17:00)"]
+      },
+      {
+        "id": "col-layover-time",
+        "component": "Col",
+        "label": "Window Left",
+        "type": "string",
+        "data": ["-35 min (MISSED)", "10 min (CRITICAL)", "20 min (TIGHT)"]
+      },
+      {
+        "id": "col-risk-level",
+        "component": "Col",
+        "label": "Action Needed",
+        "type": "string",
+        "data": ["Auto-Rebook Required", "Express Gate Transfer", "Monitor"]
+      },
+      {
+        "id": "rebook-form-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "rebook-header",
+          "rebook-form"
+        ]
+      },
+      {
+        "id": "rebook-header",
+        "component": "CardHeader",
+        "title": "9. Rebook Affected Passengers",
+        "subtitle": "Execute batch rebooking or individual flight reassignment"
+      },
+      {
+        "id": "rebook-form",
+        "component": "Form",
+        "name": "passenger_rebooking_form",
+        "fields": [
+          "field-pnr",
+          "field-target-flight",
+          "field-protection-pref"
+        ],
+        "buttons": "rebook-buttons"
+      },
+      {
+        "id": "field-pnr",
+        "component": "FormControl",
+        "label": "Passenger PNR or Disrupted Flight #",
+        "input": "input-pnr",
+        "hint": "e.g. UA482 or PNR: X789LK"
+      },
+      {
+        "id": "input-pnr",
+        "component": "Input",
+        "name": "pnr_input",
+        "placeholder": "Enter Flight # or PNR",
+        "value": "UA 482"
+      },
+      {
+        "id": "field-target-flight",
+        "component": "FormControl",
+        "label": "Rebook Protection Strategy",
+        "input": "select-rebook-strategy"
+      },
+      {
+        "id": "select-rebook-strategy",
+        "component": "Select",
+        "name": "rebook_strategy",
+        "value": "next_available_same_carrier",
+        "items": [
+          "opt-strat-1",
+          "opt-strat-2",
+          "opt-strat-3"
+        ]
+      },
+      {
+        "id": "opt-strat-1",
+        "component": "SelectItem",
+        "value": "next_available_same_carrier",
+        "label": "Auto-Protect: Next Available Direct Flight (Same Carrier)"
+      },
+      {
+        "id": "opt-strat-2",
+        "component": "SelectItem",
+        "value": "oal_protection",
+        "label": "Partner Carrier Protection (OAL)"
+      },
+      {
+        "id": "opt-strat-3",
+        "component": "SelectItem",
+        "value": "hotel_overnight",
+        "label": "Overnight Hotel & Next Morning Departure"
+      },
+      {
+        "id": "field-protection-pref",
+        "component": "FormControl",
+        "label": "Notification Options",
+        "input": "checkbox-rebook-notify"
+      },
+      {
+        "id": "checkbox-rebook-notify",
+        "component": "CheckBoxGroup",
+        "name": "rebook_notifications",
+        "items": [
+          "cb-sms",
+          "cb-voucher"
+        ]
+      },
+      {
+        "id": "cb-sms",
+        "component": "CheckBoxItem",
+        "name": "send_sms",
+        "label": "Send Mobile Digital Pass / SMS Update",
+        "description": "Automated boarding pass generation sent to passenger phone",
+        "defaultChecked": true
+      },
+      {
+        "id": "cb-voucher",
+        "component": "CheckBoxItem",
+        "name": "issue_voucher",
+        "label": "Issue Meal Voucher ($20)",
+        "description": "Automatically append digital meal coupon for delays over 2h",
+        "defaultChecked": true
+      },
+      {
+        "id": "rebook-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-rebook"
+        ]
+      },
+      {
+        "id": "btn-submit-rebook",
+        "component": "Button",
+        "label": "Execute Rebooking for 12 Misconnected Passengers",
+        "variant": "primary",
+        "action": ["submit_rebook"]
+      },
+      {
+        "id": "tab-crew-mgmt",
+        "component": "TabItem",
+        "value": "crew",
+        "trigger": "Available Crew (5)",
+        "content": [
+          "crew-card"
+        ]
+      },
+      {
+        "id": "crew-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "crew-heading",
+          "crew-table"
+        ]
+      },
+      {
+        "id": "crew-heading",
+        "component": "TextContent",
+        "text": "### 5. Crews Available for Reassignment (Standby & Reserve Roster)",
+        "size": "default"
+      },
+      {
+        "id": "crew-table",
+        "component": "Table",
+        "columns": [
+          "col-crew-id",
+          "col-crew-type",
+          "col-crew-cert",
+          "col-crew-duty",
+          "col-crew-status",
+          "col-crew-action"
+        ]
+      },
+      {
+        "id": "col-crew-id",
+        "component": "Col",
+        "label": "Crew Member / Pair",
+        "type": "string",
+        "data": ["Capt. R. Miller (ID 4021)", "FO S. Jenkins (ID 8812)", "FA Crew Team Bravo (4 Pax)", "Capt. D. Vance (ID 1109)", "FA Crew Team Delta (3 Pax)"]
+      },
+      {
+        "id": "col-crew-type",
+        "component": "Col",
+        "label": "Role",
+        "type": "string",
+        "data": ["Captain", "First Officer", "Flight Attendants", "Captain", "Flight Attendants"]
+      },
+      {
+        "id": "col-crew-cert",
+        "component": "Col",
+        "label": "Aircraft Cert",
+        "type": "string",
+        "data": ["B737, A320", "B737", "Narrowbody (B737/A320)", "B787, B777", "Widebody (B787)"]
+      },
+      {
+        "id": "col-crew-duty",
+        "component": "Col",
+        "label": "Duty Hours Avail",
+        "type": "string",
+        "data": ["7h 15m remaining", "8h 40m remaining", "6h 00m remaining", "4h 30m remaining", "9h 10m remaining"]
+      },
+      {
+        "id": "col-crew-status",
+        "component": "Col",
+        "label": "Location / Readiness",
+        "type": "string",
+        "data": ["Ready (Concourse B Readiness Lounge)", "Ready (Concourse B Readiness Lounge)", "On Call (15-min response)", "Ready (Concourse C Staff Room)", "On Standby at Gate C12"]
+      },
+      {
+        "id": "col-crew-action",
+        "component": "Col",
+        "label": "Action",
+        "type": "action",
+        "data": ["Assign to UA 2201", "Assign to UA 2201", "Assign to UA 482", "Assign to UA 905", "Hold Reserve"]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..1f062c095
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-airline__r4.txt
@@ -0,0 +1,892 @@
+Here is the complete UI dashboard for the Airline Hub Operations Desk, covering all 12 required metrics and tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Hub Operations Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "weather-alert-callout",
+            "kpi-tabs-container",
+            "main-sections-accordion",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "separator-header"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-title-block",
+            "hub-selector-control"
+          ]
+        },
+        {
+          "id": "header-title-block",
+          "component": "CardHeader",
+          "title": "Hub Operations Control Center",
+          "subtitle": "Real-time monitoring, turnaround performance, and connection recovery"
+        },
+        {
+          "id": "hub-selector-control",
+          "component": "FormControl",
+          "label": "10. Selected Hub Location",
+          "hint": "Switch operational view",
+          "input": "hub-select-dropdown"
+        },
+        {
+          "id": "hub-select-dropdown",
+          "component": "Select",
+          "name": "selectedHub",
+          "value": "ORD",
+          "placeholder": "Select Hub",
+          "items": [
+            "hub-ord",
+            "hub-dfw",
+            "hub-atl",
+            "hub-den"
+          ]
+        },
+        {
+          "id": "hub-ord",
+          "component": "SelectItem",
+          "value": "ORD",
+          "label": "ORD - Chicago O'Hare (Main Hub)"
+        },
+        {
+          "id": "hub-dfw",
+          "component": "SelectItem",
+          "value": "DFW",
+          "label": "DFW - Dallas/Fort Worth"
+        },
+        {
+          "id": "hub-atl",
+          "component": "SelectItem",
+          "value": "ATL",
+          "label": "ATL - Atlanta Hartsfield"
+        },
+        {
+          "id": "hub-den",
+          "component": "SelectItem",
+          "value": "DEN",
+          "label": "DEN - Denver International"
+        },
+        {
+          "id": "separator-header",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "weather-alert-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "6. Weather Advisory at Hub (ORD)",
+          "description": "Thunderstorms forecasted 14:00 - 17:00 CST. Ground delay program active (avg delay 38 mins). De-icing and ground stop protocols on standby."
+        },
+        {
+          "id": "kpi-tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-kpis",
+            "tab-rebook"
+          ]
+        },
+        {
+          "id": "tab-kpis",
+          "component": "TabItem",
+          "value": "kpis",
+          "trigger": "Hub Key Performance Metrics",
+          "content": [
+            "kpi-card"
+          ]
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-heading",
+            "kpi-progress-1",
+            "kpi-progress-2",
+            "kpi-progress-3",
+            "kpi-stats-table"
+          ]
+        },
+        {
+          "id": "kpi-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Daily Operations Metrics Summary"
+        },
+        {
+          "id": "kpi-progress-1",
+          "component": "Progress",
+          "value": 78,
+          "label": "1. On-Time Performance Today (OTP A14 Target: 82% | Current: 78.4%)"
+        },
+        {
+          "id": "kpi-progress-2",
+          "component": "Progress",
+          "value": 86,
+          "label": "7. Average Passenger Load Factor Today (Target: 85% | Current: 86.2%)"
+        },
+        {
+          "id": "kpi-progress-3",
+          "component": "Progress",
+          "value": 92,
+          "label": "12. Avg Turnaround Time Target Efficiency (Target: 42m | Current: 45.5m)"
+        },
+        {
+          "id": "kpi-stats-table",
+          "component": "Table",
+          "columns": [
+            "col-stat-metric",
+            "col-stat-val",
+            "col-stat-status"
+          ]
+        },
+        {
+          "id": "col-stat-metric",
+          "component": "Col",
+          "label": "Operational Metric",
+          "type": "string",
+          "data": [
+            "1. On-Time Departure Rate",
+            "7. Total Passengers Handled",
+            "11. Cancellations Today",
+            "12. Average Turnaround Time"
+          ]
+        },
+        {
+          "id": "col-stat-val",
+          "component": "Col",
+          "label": "Today's Value",
+          "type": "string",
+          "data": [
+            "78.4%",
+            "42,850 pax",
+            "4 flights (0.9% of schedule)",
+            "45.5 mins (Goal: <=42 mins)"
+          ]
+        },
+        {
+          "id": "col-stat-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Warning (-3.6% vs target)",
+            "Above Target (+1.2%)",
+            "Within Operational Limits",
+            "Slight Delay (+3.5 mins)"
+          ]
+        },
+        {
+          "id": "tab-rebook",
+          "component": "TabItem",
+          "value": "rebook",
+          "trigger": "9. Passenger Rebooking Tool",
+          "content": [
+            "rebook-card"
+          ]
+        },
+        {
+          "id": "rebook-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rebook-form"
+          ]
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "passengerRebookForm",
+          "fields": [
+            "field-pax-pnr",
+            "field-orig-flight",
+            "field-new-flight",
+            "field-rebook-reason"
+          ],
+          "buttons": "rebook-form-buttons"
+        },
+        {
+          "id": "field-pax-pnr",
+          "component": "FormControl",
+          "label": "Passenger PNR / Ticket Number",
+          "hint": "e.g., K9X2P4",
+          "input": "input-pnr"
+        },
+        {
+          "id": "input-pnr",
+          "component": "Input",
+          "name": "pnr",
+          "placeholder": "Enter PNR or Record Locator"
+        },
+        {
+          "id": "field-orig-flight",
+          "component": "FormControl",
+          "label": "Affected Disrupted Flight",
+          "hint": "Select cancelled or severely delayed flight",
+          "input": "input-orig-flight"
+        },
+        {
+          "id": "input-orig-flight",
+          "component": "Select",
+          "name": "disruptedFlight",
+          "placeholder": "Select Flight",
+          "items": [
+            "f-dis-104",
+            "f-dis-882",
+            "f-dis-309"
+          ]
+        },
+        {
+          "id": "f-dis-104",
+          "component": "SelectItem",
+          "value": "AA104",
+          "label": "AA104 - ORD -> LGA (Cancelled)"
+        },
+        {
+          "id": "f-dis-882",
+          "component": "SelectItem",
+          "value": "AA882",
+          "label": "AA882 - ORD -> MIA (Delayed 85 mins)"
+        },
+        {
+          "id": "f-dis-309",
+          "component": "SelectItem",
+          "value": "AA309",
+          "label": "AA309 - ORD -> LAX (Missed Connection Risk)"
+        },
+        {
+          "id": "field-new-flight",
+          "component": "FormControl",
+          "label": "Available Rebooking Option",
+          "hint": "Automatically recommended next available seats",
+          "input": "input-new-flight"
+        },
+        {
+          "id": "input-new-flight",
+          "component": "Select",
+          "name": "newFlight",
+          "placeholder": "Select Replacement Flight",
+          "items": [
+            "f-opt-106",
+            "f-opt-886",
+            "f-opt-315"
+          ]
+        },
+        {
+          "id": "f-opt-106",
+          "component": "SelectItem",
+          "value": "AA106",
+          "label": "AA106 (Dep 15:30) - 14 Seats Available"
+        },
+        {
+          "id": "f-opt-886",
+          "component": "SelectItem",
+          "value": "AA886 (Dep 16:15) - 6 Seats Available",
+          "label": "AA886 (Dep 16:15) - 6 Seats Available"
+        },
+        {
+          "id": "f-opt-315",
+          "component": "SelectItem",
+          "value": "AA315 (Dep 17:00) - 22 Seats Available",
+          "label": "AA315 (Dep 17:00) - 22 Seats Available"
+        },
+        {
+          "id": "field-rebook-reason",
+          "component": "FormControl",
+          "label": "Protection / Waiver Reason",
+          "hint": "Reason code for free rebooking and voucher issuance",
+          "input": "input-rebook-reason"
+        },
+        {
+          "id": "input-rebook-reason",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select Reason",
+          "items": [
+            "r-wx",
+            "r-mx",
+            "r-cx"
+          ]
+        },
+        {
+          "id": "r-wx",
+          "component": "SelectItem",
+          "value": "WX_HUB",
+          "label": "Weather Disruption (Hub WX)"
+        },
+        {
+          "id": "r-mx",
+          "component": "SelectItem",
+          "value": "MECH",
+          "label": "Mechanical / Aircraft Maintenance"
+        },
+        {
+          "id": "r-cx",
+          "component": "SelectItem",
+          "value": "SKD_CX",
+          "label": "Airline Cancellation"
+        },
+        {
+          "id": "rebook-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-rebook",
+            "btn-issue-voucher"
+          ]
+        },
+        {
+          "id": "btn-submit-rebook",
+          "component": "Button",
+          "label": "Rebook Passenger & Issue Boarding Pass",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-issue-voucher",
+          "component": "Button",
+          "label": "Issue Hotel / Meal Voucher",
+          "variant": "secondary"
+        },
+        {
+          "id": "main-sections-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-all-flights",
+            "acc-delays-cancels",
+            "acc-connections",
+            "acc-gate-changes",
+            "acc-crews"
+          ]
+        },
+        {
+          "id": "acc-all-flights",
+          "component": "AccordionItem",
+          "value": "all-flights",
+          "trigger": "2. Flight Schedule Master Status (Number, Route, Gate, Status)",
+          "content": [
+            "all-flights-table"
+          ]
+        },
+        {
+          "id": "all-flights-table",
+          "component": "Table",
+          "columns": [
+            "c-flt-num",
+            "c-flt-route",
+            "c-flt-gate",
+            "c-flt-status",
+            "c-flt-load"
+          ]
+        },
+        {
+          "id": "c-flt-num",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": [
+            "AA 104",
+            "AA 309",
+            "AA 452",
+            "AA 712",
+            "AA 882",
+            "AA 914",
+            "AA 1120"
+          ]
+        },
+        {
+          "id": "c-flt-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": [
+            "ORD - LGA",
+            "ORD - LAX",
+            "ORD - BOS",
+            "ORD - DFW",
+            "ORD - MIA",
+            "ORD - SFO",
+            "ORD - DCA"
+          ]
+        },
+        {
+          "id": "c-flt-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": [
+            "B12",
+            "C20",
+            "B8",
+            "K14",
+            "H6",
+            "C12",
+            "L4"
+          ]
+        },
+        {
+          "id": "c-flt-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Cancelled (11)",
+            "Delayed - +45m (3)",
+            "On Time",
+            "On Time",
+            "Delayed - +85m (3)",
+            "On Time",
+            "On Time"
+          ]
+        },
+        {
+          "id": "c-flt-load",
+          "component": "Col",
+          "label": "Passenger Load (7)",
+          "type": "string",
+          "data": [
+            "0% (160 pax protected)",
+            "94% (172/183)",
+            "82% (131/160)",
+            "89% (160/180)",
+            "91% (164/180)",
+            "88% (158/180)",
+            "76% (114/150)"
+          ]
+        },
+        {
+          "id": "acc-delays-cancels",
+          "component": "AccordionItem",
+          "value": "delays-cancels",
+          "trigger": "3 & 11. Disrupted Operations (Delayed Flights & Cancellations Today)",
+          "content": [
+            "disruption-card"
+          ]
+        },
+        {
+          "id": "disruption-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "delayed-callout",
+            "cancelled-callout",
+            "disrupted-table"
+          ]
+        },
+        {
+          "id": "delayed-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "3. Delayed Flights Callout (2 Active Delays)",
+          "description": "AA882 (MIA) delayed +85 mins due to inbound maintenance. AA309 (LAX) delayed +45 mins due to ground congestion."
+        },
+        {
+          "id": "cancelled-callout",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "11. Cancellations Today (4 Total Cancellations)",
+          "description": "AA104 (LGA), AA512 (DTW), AA901 (CLT), AA214 (MSP) cancelled due to severe weather system and slot restrictions."
+        },
+        {
+          "id": "disrupted-table",
+          "component": "Table",
+          "columns": [
+            "c-dis-flt",
+            "c-dis-type",
+            "c-dis-reason",
+            "c-dis-pax",
+            "c-dis-action"
+          ]
+        },
+        {
+          "id": "c-dis-flt",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": [
+            "AA 104",
+            "AA 882",
+            "AA 309",
+            "AA 512"
+          ]
+        },
+        {
+          "id": "c-dis-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "11. Cancellation",
+            "3. Delayed (+85m)",
+            "3. Delayed (+45m)",
+            "11. Cancellation"
+          ]
+        },
+        {
+          "id": "c-dis-reason",
+          "component": "Col",
+          "label": "Primary Cause",
+          "type": "string",
+          "data": [
+            "Severe Weather at Destination",
+            "Hydraulic Pump Replacement",
+            "Air Traffic Control Hold",
+            "Crew Duty Timeout"
+          ]
+        },
+        {
+          "id": "c-dis-pax",
+          "component": "Col",
+          "label": "Impacted Pax",
+          "type": "string",
+          "data": [
+            "160 pax",
+            "164 pax",
+            "172 pax",
+            "118 pax"
+          ]
+        },
+        {
+          "id": "c-dis-action",
+          "component": "Col",
+          "label": "Recovery Status",
+          "type": "action",
+          "data": [
+            "Auto-Rebooked 112/160",
+            "In Progress",
+            "Gate Hold",
+            "Vouchers Issued"
+          ]
+        },
+        {
+          "id": "acc-connections",
+          "component": "AccordionItem",
+          "value": "connections",
+          "trigger": "8. Connections at Risk of Being Missed",
+          "content": [
+            "connections-card"
+          ]
+        },
+        {
+          "id": "connections-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risk-alert",
+            "connections-table"
+          ]
+        },
+        {
+          "id": "risk-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "38 Tight Connections Under 20-Minute Window",
+          "description": "Inbound flight AA309 delay has endangered 14 international transits to AA90 (LHR) and 24 domestic transits."
+        },
+        {
+          "id": "connections-table",
+          "component": "Table",
+          "columns": [
+            "c-conn-in",
+            "c-conn-out",
+            "c-conn-count",
+            "c-conn-time",
+            "c-conn-risk"
+          ]
+        },
+        {
+          "id": "c-conn-in",
+          "component": "Col",
+          "label": "Inbound Flight",
+          "type": "string",
+          "data": [
+            "AA 309 (Gate C20)",
+            "AA 309 (Gate C20)",
+            "AA 882 (Gate H6)",
+            "AA 452 (Gate B8)"
+          ]
+        },
+        {
+          "id": "c-conn-out",
+          "component": "Col",
+          "label": "Outbound Flight",
+          "type": "string",
+          "data": [
+            "AA 90 to LHR (Gate M12)",
+            "AA 712 to DFW (Gate K14)",
+            "AA 1120 to DCA (Gate L4)",
+            "AA 914 to SFO (Gate C12)"
+          ]
+        },
+        {
+          "id": "c-conn-count",
+          "component": "Col",
+          "label": "Passengers",
+          "type": "string",
+          "data": [
+            "14 pax",
+            "10 pax",
+            "8 pax",
+            "6 pax"
+          ]
+        },
+        {
+          "id": "c-conn-time",
+          "component": "Col",
+          "label": "Estimated Connect Time",
+          "type": "string",
+          "data": [
+            "11 mins (Critical)",
+            "16 mins (Tight)",
+            "14 mins (Tight)",
+            "19 mins (Warning)"
+          ]
+        },
+        {
+          "id": "c-conn-risk",
+          "component": "Col",
+          "label": "Mitigation Action",
+          "type": "string",
+          "data": [
+            "Express Tarmac Shuttle Dispatched",
+            "Gate Hold Requested (5 mins)",
+            "Paging Agent at Gate H6",
+            "Baggage Runner Priority"
+          ]
+        },
+        {
+          "id": "acc-gate-changes",
+          "component": "AccordionItem",
+          "value": "gate-changes",
+          "trigger": "4. Recent Gate Changes",
+          "content": [
+            "gate-changes-table"
+          ]
+        },
+        {
+          "id": "gate-changes-table",
+          "component": "Table",
+          "columns": [
+            "c-gc-time",
+            "c-gc-flt",
+            "c-gc-old",
+            "c-gc-new",
+            "c-gc-reason"
+          ]
+        },
+        {
+          "id": "c-gc-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": [
+            "13:42",
+            "13:35",
+            "13:18",
+            "12:55"
+          ]
+        },
+        {
+          "id": "c-gc-flt",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": [
+            "AA 712",
+            "AA 309",
+            "AA 914",
+            "AA 452"
+          ]
+        },
+        {
+          "id": "c-gc-old",
+          "component": "Col",
+          "label": "Previous Gate",
+          "type": "string",
+          "data": [
+            "K6",
+            "C10",
+            "H10",
+            "B2"
+          ]
+        },
+        {
+          "id": "c-gc-new",
+          "component": "Col",
+          "label": "New Gate",
+          "type": "string",
+          "data": [
+            "K14",
+            "C20",
+            "C12",
+            "B8"
+          ]
+        },
+        {
+          "id": "c-gc-reason",
+          "component": "Col",
+          "label": "Reason",
+          "type": "string",
+          "data": [
+            "Aircraft Swap (A321 to B738)",
+            "Late Inbound Occupying Gate",
+            "Maintain Tight Connect Proximity",
+            "Jetbridge Maintenance"
+          ]
+        },
+        {
+          "id": "acc-crews",
+          "component": "AccordionItem",
+          "value": "crews",
+          "trigger": "5. Crews Available for Reassignment",
+          "content": [
+            "crews-table"
+          ]
+        },
+        {
+          "id": "crews-table",
+          "component": "Table",
+          "columns": [
+            "c-cr-id",
+            "c-cr-type",
+            "c-cr-qual",
+            "c-cr-duty",
+            "c-cr-status"
+          ]
+        },
+        {
+          "id": "c-cr-id",
+          "component": "Col",
+          "label": "Crew Pair / ID",
+          "type": "string",
+          "data": [
+            "Reserve Crew #402",
+            "Standby Pilot Pair #108",
+            "Reserve FA Team #12",
+            "Reserve Crew #319"
+          ]
+        },
+        {
+          "id": "c-cr-type",
+          "component": "Col",
+          "label": "Composition",
+          "type": "string",
+          "data": [
+            "Full Crew (2 Pilots, 4 FA)",
+            "2 Pilots (Capt/FO)",
+            "4 Flight Attendants",
+            "Full Crew (2 Pilots, 5 FA)"
+          ]
+        },
+        {
+          "id": "c-cr-qual",
+          "component": "Col",
+          "label": "Fleet Qualification",
+          "type": "string",
+          "data": [
+            "B737 Family",
+            "A320 / A321",
+            "All Narrowbody",
+            "B787 / Widebody"
+          ]
+        },
+        {
+          "id": "c-cr-duty",
+          "component": "Col",
+          "label": "Max Remaining Duty",
+          "type": "string",
+          "data": [
+            "8h 30m",
+            "10h 15m",
+            "7h 00m",
+            "11h 45m"
+          ]
+        },
+        {
+          "id": "c-cr-status",
+          "component": "Col",
+          "label": "Availability",
+          "type": "string",
+          "data": [
+            "Immediate (Ready at ORD Ready Room)",
+            "Immediate (Ready at ORD Ready Room)",
+            "On 30-min Callout",
+            "Immediate (Ready at ORD Ready Room)"
+          ]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fu-1",
+            "fu-2",
+            "fu-3"
+          ]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Show detailed baggage connection risks for AA 309"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Assign Reserve Crew #402 to delayed flight AA 882"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "View DFW Hub Operations screen"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..60b18676d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r1.txt
@@ -0,0 +1,872 @@
+Here is a complete, interactive dashboard for your personal banking home covering all requested features.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "balances-card",
+            "tabs-container",
+            "actions-card",
+            "alerts-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-title",
+            "statement-select-control"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Personal Banking Overview"
+        },
+        {
+          "id": "statement-select-control",
+          "component": "FormControl",
+          "label": "Statement Period",
+          "input": "statement-select"
+        },
+        {
+          "id": "statement-select",
+          "component": "Select",
+          "name": "statement_period",
+          "value": "current",
+          "items": [
+            "stmt-opt-1",
+            "stmt-opt-2",
+            "stmt-opt-3"
+          ]
+        },
+        {
+          "id": "stmt-opt-1",
+          "component": "SelectItem",
+          "value": "current",
+          "label": "October 2023 (Current)"
+        },
+        {
+          "id": "stmt-opt-2",
+          "component": "SelectItem",
+          "value": "sep-2023",
+          "label": "September 2023"
+        },
+        {
+          "id": "stmt-opt-3",
+          "component": "SelectItem",
+          "value": "aug-2023",
+          "label": "August 2023"
+        },
+        {
+          "id": "balances-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "balances-header",
+            "balances-grid",
+            "balances-divider",
+            "highlights-grid"
+          ]
+        },
+        {
+          "id": "balances-header",
+          "component": "CardHeader",
+          "title": "Account Balances",
+          "subtitle": "Real-time summary of your connected accounts"
+        },
+        {
+          "id": "balances-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": [
+            "checking-card",
+            "savings-card",
+            "credit-card"
+          ]
+        },
+        {
+          "id": "checking-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "checking-label",
+            "checking-amount",
+            "checking-badge"
+          ]
+        },
+        {
+          "id": "checking-label",
+          "component": "TextContent",
+          "text": "Checking (...4821)",
+          "size": "small"
+        },
+        {
+          "id": "checking-amount",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$4,250.80"
+        },
+        {
+          "id": "checking-badge",
+          "component": "Badge",
+          "text": "Active",
+          "variant": "default"
+        },
+        {
+          "id": "savings-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "savings-label",
+            "savings-amount",
+            "savings-badge"
+          ]
+        },
+        {
+          "id": "savings-label",
+          "component": "TextContent",
+          "text": "High-Yield Savings",
+          "size": "small"
+        },
+        {
+          "id": "savings-amount",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$18,500.00"
+        },
+        {
+          "id": "savings-badge",
+          "component": "Badge",
+          "text": "4.35% APY",
+          "variant": "secondary"
+        },
+        {
+          "id": "credit-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "credit-label",
+            "credit-amount",
+            "credit-badge"
+          ]
+        },
+        {
+          "id": "credit-label",
+          "component": "TextContent",
+          "text": "Credit Card (...9012)",
+          "size": "small"
+        },
+        {
+          "id": "credit-amount",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$1,120.50"
+        },
+        {
+          "id": "credit-badge",
+          "component": "Badge",
+          "text": "Limit: $10,000",
+          "variant": "outline"
+        },
+        {
+          "id": "balances-divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "highlights-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "vacation-goal-card",
+            "credit-score-card"
+          ]
+        },
+        {
+          "id": "vacation-goal-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "vacation-title",
+            "vacation-progress",
+            "vacation-subtext"
+          ]
+        },
+        {
+          "id": "vacation-title",
+          "component": "TextContent",
+          "text": "Vacation Goal ($3,500 / $5,000)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "vacation-progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "70% Saved"
+        },
+        {
+          "id": "vacation-subtext",
+          "component": "TextContent",
+          "text": "On track to reach goal by June 2024",
+          "size": "small"
+        },
+        {
+          "id": "credit-score-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "credit-score-header",
+            "credit-score-row"
+          ]
+        },
+        {
+          "id": "credit-score-header",
+          "component": "TextContent",
+          "text": "Current Credit Score",
+          "size": "small-heavy"
+        },
+        {
+          "id": "credit-score-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "credit-score-value",
+            "credit-score-tag"
+          ]
+        },
+        {
+          "id": "credit-score-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "765"
+        },
+        {
+          "id": "credit-score-tag",
+          "component": "Tag",
+          "text": "Excellent (+12 pts)",
+          "variant": "success"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-transactions",
+            "tab-spending",
+            "tab-bills"
+          ]
+        },
+        {
+          "id": "tab-transactions",
+          "component": "TabItem",
+          "value": "recent-tx",
+          "trigger": "Recent Transactions",
+          "content": [
+            "dispute-callout",
+            "transactions-table",
+            "dispute-dialog"
+          ]
+        },
+        {
+          "id": "dispute-callout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Notice Something Unrecognized?",
+          "description": "Select any suspicious transaction below or click 'Dispute Transaction' to initiate a chargeback claim."
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": [
+            "tx-col-date",
+            "tx-col-merchant",
+            "tx-col-category",
+            "tx-col-amount"
+          ]
+        },
+        {
+          "id": "tx-col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 24",
+            "Oct 22",
+            "Oct 20",
+            "Oct 18",
+            "Oct 15"
+          ]
+        },
+        {
+          "id": "tx-col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": [
+            "Whole Foods Market",
+            "Uber Trip",
+            "Netflix Subscription",
+            "Electric Utility Co",
+            "Starbucks Coffee"
+          ]
+        },
+        {
+          "id": "tx-col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Groceries",
+            "Transport",
+            "Entertainment",
+            "Utilities",
+            "Dining"
+          ]
+        },
+        {
+          "id": "tx-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "-$142.50",
+            "-$24.80",
+            "-$15.99",
+            "-$95.00",
+            "-$6.75"
+          ]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispute a Transaction",
+          "triggerVariant": "outline",
+          "title": "File a Transaction Dispute",
+          "description": "Select the transaction and state the reason for disputing this charge.",
+          "content": [
+            "dispute-form"
+          ]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "dispute_form",
+          "fields": [
+            "dispute-select-control",
+            "dispute-reason-control",
+            "dispute-notes-control"
+          ],
+          "buttons": "dispute-submit-group"
+        },
+        {
+          "id": "dispute-select-control",
+          "component": "FormControl",
+          "label": "Select Transaction",
+          "input": "dispute-tx-select"
+        },
+        {
+          "id": "dispute-tx-select",
+          "component": "Select",
+          "name": "disputed_transaction",
+          "value": "tx1",
+          "items": [
+            "tx-opt-1",
+            "tx-opt-2",
+            "tx-opt-3",
+            "tx-opt-4",
+            "tx-opt-5"
+          ]
+        },
+        {
+          "id": "tx-opt-1",
+          "component": "SelectItem",
+          "value": "tx1",
+          "label": "Oct 24 - Whole Foods Market ($142.50)"
+        },
+        {
+          "id": "tx-opt-2",
+          "component": "SelectItem",
+          "value": "tx2",
+          "label": "Oct 22 - Uber Trip ($24.80)"
+        },
+        {
+          "id": "tx-opt-3",
+          "component": "SelectItem",
+          "value": "tx3",
+          "label": "Oct 20 - Netflix ($15.99)"
+        },
+        {
+          "id": "tx-opt-4",
+          "component": "SelectItem",
+          "value": "tx4",
+          "label": "Oct 18 - Electric Utility Co ($95.00)"
+        },
+        {
+          "id": "tx-opt-5",
+          "component": "SelectItem",
+          "value": "tx5",
+          "label": "Oct 15 - Starbucks Coffee ($6.75)"
+        },
+        {
+          "id": "dispute-reason-control",
+          "component": "FormControl",
+          "label": "Reason for Dispute",
+          "input": "dispute-reason-select"
+        },
+        {
+          "id": "dispute-reason-select",
+          "component": "Select",
+          "name": "dispute_reason",
+          "value": "unauthorized",
+          "items": [
+            "reason-opt-1",
+            "reason-opt-2",
+            "reason-opt-3",
+            "reason-opt-4"
+          ]
+        },
+        {
+          "id": "reason-opt-1",
+          "component": "SelectItem",
+          "value": "unauthorized",
+          "label": "Unauthorized / Fraudulent Charge"
+        },
+        {
+          "id": "reason-opt-2",
+          "component": "SelectItem",
+          "value": "incorrect_amount",
+          "label": "Incorrect Amount Charged"
+        },
+        {
+          "id": "reason-opt-3",
+          "component": "SelectItem",
+          "value": "duplicate",
+          "label": "Duplicate Charge"
+        },
+        {
+          "id": "reason-opt-4",
+          "component": "SelectItem",
+          "value": "service_not_received",
+          "label": "Goods or Services Not Received"
+        },
+        {
+          "id": "dispute-notes-control",
+          "component": "FormControl",
+          "label": "Additional Details",
+          "input": "dispute-notes-input"
+        },
+        {
+          "id": "dispute-notes-input",
+          "component": "TextArea",
+          "name": "dispute_notes",
+          "placeholder": "Provide additional context or information..."
+        },
+        {
+          "id": "dispute-submit-group",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-dispute"
+          ]
+        },
+        {
+          "id": "btn-submit-dispute",
+          "component": "Button",
+          "label": "Submit Dispute Claim",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "tab-spending",
+          "component": "TabItem",
+          "value": "spending-split",
+          "trigger": "Spending Category Split",
+          "content": [
+            "spending-chart-card"
+          ]
+        },
+        {
+          "id": "spending-chart-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "spending-header",
+            "spending-pie-chart"
+          ]
+        },
+        {
+          "id": "spending-header",
+          "component": "CardHeader",
+          "title": "Monthly Spending Breakdown",
+          "subtitle": "Total spent this month: $2,840.00"
+        },
+        {
+          "id": "spending-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Housing & Rent",
+            "Groceries",
+            "Dining & Outings",
+            "Utilities & Bills",
+            "Entertainment",
+            "Transportation"
+          ],
+          "values": [
+            1200,
+            550,
+            320,
+            280,
+            190,
+            300
+          ]
+        },
+        {
+          "id": "tab-bills",
+          "component": "TabItem",
+          "value": "upcoming-bills",
+          "trigger": "Bills Due Soon",
+          "content": [
+            "bills-list"
+          ]
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "bill-item-1",
+            "bill-item-2",
+            "bill-item-3"
+          ]
+        },
+        {
+          "id": "bill-item-1",
+          "component": "ListItem",
+          "title": "City Electric Utility",
+          "subtitle": "Due Oct 28 • Auto-Pay Active",
+          "actionLabel": "$95.00"
+        },
+        {
+          "id": "bill-item-2",
+          "component": "ListItem",
+          "title": "Internet & Fiber Service",
+          "subtitle": "Due Nov 01 • Pending Approval",
+          "actionLabel": "$79.99"
+        },
+        {
+          "id": "bill-item-3",
+          "component": "ListItem",
+          "title": "Credit Card Minimum Payment",
+          "subtitle": "Due Nov 05 • Scheduled",
+          "actionLabel": "$35.00"
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "move-money-section",
+            "freeze-credit-section"
+          ]
+        },
+        {
+          "id": "move-money-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "move-money-header",
+            "move-money-form"
+          ]
+        },
+        {
+          "id": "move-money-header",
+          "component": "CardHeader",
+          "title": "Move Money",
+          "subtitle": "Transfer instantly between your accounts"
+        },
+        {
+          "id": "move-money-form",
+          "component": "Form",
+          "name": "move_money_form",
+          "fields": [
+            "transfer-from-control",
+            "transfer-to-control",
+            "transfer-amount-control"
+          ],
+          "buttons": "transfer-submit-group"
+        },
+        {
+          "id": "transfer-from-control",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "transfer-from-select"
+        },
+        {
+          "id": "transfer-from-select",
+          "component": "Select",
+          "name": "from_account",
+          "value": "checking",
+          "items": [
+            "acc-opt-chk",
+            "acc-opt-sav"
+          ]
+        },
+        {
+          "id": "acc-opt-chk",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking (...4821)"
+        },
+        {
+          "id": "acc-opt-sav",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings (...9012)"
+        },
+        {
+          "id": "transfer-to-control",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "transfer-to-select"
+        },
+        {
+          "id": "transfer-to-select",
+          "component": "Select",
+          "name": "to_account",
+          "value": "savings",
+          "items": [
+            "acc-opt-chk-2",
+            "acc-opt-sav-2",
+            "acc-opt-crd"
+          ]
+        },
+        {
+          "id": "acc-opt-chk-2",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking (...4821)"
+        },
+        {
+          "id": "acc-opt-sav-2",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings (...9012)"
+        },
+        {
+          "id": "acc-opt-crd",
+          "component": "SelectItem",
+          "value": "credit",
+          "label": "Credit Card (...9012)"
+        },
+        {
+          "id": "transfer-amount-control",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "transfer-amount-input"
+        },
+        {
+          "id": "transfer-amount-input",
+          "component": "Input",
+          "name": "transfer_amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-submit-group",
+          "component": "Buttons",
+          "buttons": [
+            "btn-transfer-now"
+          ]
+        },
+        {
+          "id": "btn-transfer-now",
+          "component": "Button",
+          "label": "Complete Transfer",
+          "variant": "primary"
+        },
+        {
+          "id": "freeze-credit-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "freeze-credit-header",
+            "freeze-credit-group",
+            "freeze-credit-alert"
+          ]
+        },
+        {
+          "id": "freeze-credit-header",
+          "component": "CardHeader",
+          "title": "Credit Security Controls",
+          "subtitle": "Instantly freeze or unfreeze your credit card line"
+        },
+        {
+          "id": "freeze-credit-group",
+          "component": "SwitchGroup",
+          "name": "credit_security_controls",
+          "variant": "sunk",
+          "items": [
+            "freeze-credit-switch"
+          ]
+        },
+        {
+          "id": "freeze-credit-switch",
+          "component": "SwitchItem",
+          "name": "freeze_credit_line",
+          "label": "Freeze Credit Line",
+          "description": "Block all new purchases and cash advances immediately.",
+          "defaultChecked": false
+        },
+        {
+          "id": "freeze-credit-alert",
+          "component": "Alert",
+          "title": "Status: Active & Protection On",
+          "description": "Recurring bill payments will continue to process even while frozen.",
+          "variant": "info"
+        },
+        {
+          "id": "alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alerts-header",
+            "alerts-switch-group",
+            "alerts-slider-control"
+          ]
+        },
+        {
+          "id": "alerts-header",
+          "component": "CardHeader",
+          "title": "Manage Notification & Alert Triggers",
+          "subtitle": "Customize when and how you are notified about account activity"
+        },
+        {
+          "id": "alerts-switch-group",
+          "component": "SwitchGroup",
+          "name": "alert_triggers",
+          "variant": "clear",
+          "items": [
+            "alert-item-large-tx",
+            "alert-item-low-bal",
+            "alert-item-international",
+            "alert-item-credit-limit"
+          ]
+        },
+        {
+          "id": "alert-item-large-tx",
+          "component": "SwitchItem",
+          "name": "alert_large_tx",
+          "label": "Large Transactions Alert",
+          "description": "Notify when a purchase exceeds your defined threshold",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-item-low-bal",
+          "component": "SwitchItem",
+          "name": "alert_low_bal",
+          "label": "Low Balance Warning",
+          "description": "Notify when checking balance drops below $500",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-item-international",
+          "component": "SwitchItem",
+          "name": "alert_international",
+          "label": "Foreign & Online Usage",
+          "description": "Notify on international card swipes or web transactions",
+          "defaultChecked": false
+        },
+        {
+          "id": "alert-item-credit-limit",
+          "component": "SwitchItem",
+          "name": "alert_credit_limit",
+          "label": "Credit Utilization Alert",
+          "description": "Notify when credit card balance exceeds 50% of total limit",
+          "defaultChecked": true
+        },
+        {
+          "id": "alerts-slider-control",
+          "component": "FormControl",
+          "label": "Large Transaction Threshold Trigger ($)",
+          "input": "alert-threshold-slider",
+          "hint": "Push notifications will fire for any transaction exceeding this dollar value."
+        },
+        {
+          "id": "alert-threshold-slider",
+          "component": "Slider",
+          "name": "large_tx_threshold",
+          "variant": "discrete",
+          "min": 50,
+          "max": 1000,
+          "step": 50,
+          "defaultValue": [
+            250
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..3c0b83b28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r2.txt
@@ -0,0 +1,643 @@
+Here is a complete personal banking dashboard screen containing all requested account details, controls, and management tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "account-balances-card",
+            "credit-score-card",
+            "vacation-goal-card",
+            "spending-split-card",
+            "recent-transactions-card",
+            "bills-due-card",
+            "transfer-money-card",
+            "credit-freeze-card",
+            "alerts-config-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "statement-period-form"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Welcome Back, Alex",
+          "subtitle": "Personal Banking Overview"
+        },
+        {
+          "id": "statement-period-form",
+          "component": "FormControl",
+          "label": "Statement Period",
+          "hint": "Select statement period to filter dynamic details",
+          "input": "statement-period-select"
+        },
+        {
+          "id": "statement-period-select",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Select period",
+          "value": "may2024",
+          "items": [
+            "period-opt-1",
+            "period-opt-2",
+            "period-opt-3"
+          ]
+        },
+        {
+          "id": "period-opt-1",
+          "component": "SelectItem",
+          "value": "may2024",
+          "label": "May 2024 (Current)"
+        },
+        {
+          "id": "period-opt-2",
+          "component": "SelectItem",
+          "value": "apr2024",
+          "label": "April 2024"
+        },
+        {
+          "id": "period-opt-3",
+          "component": "SelectItem",
+          "value": "mar2024",
+          "label": "March 2024"
+        },
+        {
+          "id": "account-balances-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "account-balances-header",
+            "account-balances-list"
+          ]
+        },
+        {
+          "id": "account-balances-header",
+          "component": "CardHeader",
+          "title": "1. Account Balances",
+          "subtitle": "Checking, Savings, and Credit balance summary"
+        },
+        {
+          "id": "account-balances-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "checking-item",
+            "savings-item",
+            "credit-item"
+          ]
+        },
+        {
+          "id": "checking-item",
+          "component": "ListItem",
+          "title": "Checking Account (**** 4821)",
+          "subtitle": "$5,420.50 Available"
+        },
+        {
+          "id": "savings-item",
+          "component": "ListItem",
+          "title": "Savings Account (**** 9032)",
+          "subtitle": "$18,250.00 Available"
+        },
+        {
+          "id": "credit-item",
+          "component": "ListItem",
+          "title": "Rewards Credit Card (**** 1104)",
+          "subtitle": "$1,240.15 Balance ($8,759.85 Available Limit)"
+        },
+        {
+          "id": "credit-score-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "credit-score-header",
+            "credit-score-badge",
+            "credit-score-progress"
+          ]
+        },
+        {
+          "id": "credit-score-header",
+          "component": "CardHeader",
+          "title": "6. Credit Score",
+          "subtitle": "FICO® Score 8 updated today"
+        },
+        {
+          "id": "credit-score-badge",
+          "component": "Tag",
+          "text": "785 - Excellent",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "credit-score-progress",
+          "component": "Progress",
+          "value": 92,
+          "label": "Top 15% of consumers"
+        },
+        {
+          "id": "vacation-goal-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "vacation-goal-header",
+            "vacation-progress",
+            "vacation-text"
+          ]
+        },
+        {
+          "id": "vacation-goal-header",
+          "component": "CardHeader",
+          "title": "5. Vacation Savings Goal",
+          "subtitle": "Target: $5,000 for Summer Trip"
+        },
+        {
+          "id": "vacation-progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "$3,500 of $5,000 saved"
+        },
+        {
+          "id": "vacation-text",
+          "component": "TextContent",
+          "text": "You are $1,500 away from reaching your goal! Keep up the good work.",
+          "size": "small"
+        },
+        {
+          "id": "spending-split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "spending-header",
+            "spending-chart"
+          ]
+        },
+        {
+          "id": "spending-header",
+          "component": "CardHeader",
+          "title": "3. Category Spending (This Month)",
+          "subtitle": "Total spent: $2,800"
+        },
+        {
+          "id": "spending-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Housing",
+            "Groceries",
+            "Dining Out",
+            "Utilities",
+            "Entertainment"
+          ],
+          "values": [
+            1200,
+            600,
+            400,
+            350,
+            250
+          ]
+        },
+        {
+          "id": "recent-transactions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transactions-header",
+            "transactions-table",
+            "dispute-dialog"
+          ]
+        },
+        {
+          "id": "transactions-header",
+          "component": "CardHeader",
+          "title": "2 & 11. Recent Transactions & Disputes",
+          "subtitle": "Review recent charges or flag unauthorized activity"
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": [
+            "col-date",
+            "col-merchant",
+            "col-amount"
+          ]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "May 24",
+            "May 23",
+            "May 21",
+            "May 19"
+          ]
+        },
+        {
+          "id": "col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": [
+            "Whole Foods Market",
+            "Netflix Subscription",
+            "Chevron Gas",
+            "Unknown Digital Merchant"
+          ]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "-$142.50",
+            "-$19.99",
+            "-$45.00",
+            "-$89.99"
+          ]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "11. Dispute a Transaction",
+          "triggerVariant": "outline",
+          "title": "Dispute Transaction",
+          "description": "Select the charge you wish to contest and submit details.",
+          "content": [
+            "dispute-form"
+          ]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "disputeForm",
+          "fields": [
+            "dispute-select-field",
+            "dispute-reason-field"
+          ],
+          "buttons": "dispute-buttons"
+        },
+        {
+          "id": "dispute-select-field",
+          "component": "FormControl",
+          "label": "Select Transaction",
+          "input": "dispute-tx-select"
+        },
+        {
+          "id": "dispute-tx-select",
+          "component": "Select",
+          "name": "transactionToDispute",
+          "placeholder": "Choose transaction",
+          "value": "tx4",
+          "items": [
+            "tx-opt-1",
+            "tx-opt-2",
+            "tx-opt-3",
+            "tx-opt-4"
+          ]
+        },
+        {
+          "id": "tx-opt-1",
+          "component": "SelectItem",
+          "value": "tx1",
+          "label": "Whole Foods Market - $142.50"
+        },
+        {
+          "id": "tx-opt-2",
+          "component": "SelectItem",
+          "value": "tx2",
+          "label": "Netflix Subscription - $19.99"
+        },
+        {
+          "id": "tx-opt-3",
+          "component": "SelectItem",
+          "value": "tx3",
+          "label": "Chevron Gas - $45.00"
+        },
+        {
+          "id": "tx-opt-4",
+          "component": "SelectItem",
+          "value": "tx4",
+          "label": "Unknown Digital Merchant - $89.99"
+        },
+        {
+          "id": "dispute-reason-field",
+          "component": "FormControl",
+          "label": "Reason for Dispute",
+          "hint": "Provide relevant details to help our team investigate",
+          "input": "dispute-reason-textarea"
+        },
+        {
+          "id": "dispute-reason-textarea",
+          "component": "TextArea",
+          "name": "disputeReason",
+          "placeholder": "e.g., Unrecognized charge, incorrect amount, or duplicate charge...",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-dispute-btn"
+          ]
+        },
+        {
+          "id": "submit-dispute-btn",
+          "component": "Button",
+          "label": "Submit Dispute Request",
+          "variant": "primary"
+        },
+        {
+          "id": "bills-due-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bills-header",
+            "bills-list"
+          ]
+        },
+        {
+          "id": "bills-header",
+          "component": "CardHeader",
+          "title": "4. Bills Due Soon",
+          "subtitle": "Upcoming recurring payments"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "bill-item-1",
+            "bill-item-2",
+            "bill-item-3"
+          ]
+        },
+        {
+          "id": "bill-item-1",
+          "component": "ListItem",
+          "title": "Electric Utility Bill",
+          "subtitle": "$115.40 — Due in 3 days (May 28)"
+        },
+        {
+          "id": "bill-item-2",
+          "component": "ListItem",
+          "title": "High-Speed Internet",
+          "subtitle": "$79.99 — Due in 6 days (May 31)"
+        },
+        {
+          "id": "bill-item-3",
+          "component": "ListItem",
+          "title": "Credit Card Minimum Payment",
+          "subtitle": "$35.00 — Due in 10 days (Jun 04)"
+        },
+        {
+          "id": "transfer-money-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transfer-header",
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfer-header",
+          "component": "CardHeader",
+          "title": "7. Move Money Between Accounts",
+          "subtitle": "Instant internal transfers"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferForm",
+          "fields": [
+            "from-account-ctrl",
+            "to-account-ctrl",
+            "transfer-amount-ctrl"
+          ],
+          "buttons": "transfer-buttons"
+        },
+        {
+          "id": "from-account-ctrl",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "from-account-select"
+        },
+        {
+          "id": "from-account-select",
+          "component": "Select",
+          "name": "fromAccount",
+          "placeholder": "Select source account",
+          "value": "checking",
+          "items": [
+            "from-opt-checking",
+            "from-opt-savings"
+          ]
+        },
+        {
+          "id": "from-opt-checking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking (**** 4821)"
+        },
+        {
+          "id": "from-opt-savings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings (**** 9032)"
+        },
+        {
+          "id": "to-account-ctrl",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "to-account-select"
+        },
+        {
+          "id": "to-account-select",
+          "component": "Select",
+          "name": "toAccount",
+          "placeholder": "Select destination account",
+          "value": "savings",
+          "items": [
+            "to-opt-savings",
+            "to-opt-credit"
+          ]
+        },
+        {
+          "id": "to-opt-savings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings (**** 9032)"
+        },
+        {
+          "id": "to-opt-credit",
+          "component": "SelectItem",
+          "value": "credit",
+          "label": "Rewards Credit Card (**** 1104)"
+        },
+        {
+          "id": "transfer-amount-ctrl",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "transfer-amount-input"
+        },
+        {
+          "id": "transfer-amount-input",
+          "component": "Input",
+          "name": "transferAmount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-transfer-btn"
+          ]
+        },
+        {
+          "id": "submit-transfer-btn",
+          "component": "Button",
+          "label": "Transfer Funds Now",
+          "variant": "primary"
+        },
+        {
+          "id": "credit-freeze-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "freeze-header",
+            "freeze-switch-group"
+          ]
+        },
+        {
+          "id": "freeze-header",
+          "component": "CardHeader",
+          "title": "8. Credit Line Security Control",
+          "subtitle": "Lock or unlock your credit card line immediately"
+        },
+        {
+          "id": "freeze-switch-group",
+          "component": "SwitchGroup",
+          "name": "creditSecurityControls",
+          "variant": "sunk",
+          "items": [
+            "freeze-switch-item"
+          ]
+        },
+        {
+          "id": "freeze-switch-item",
+          "component": "SwitchItem",
+          "name": "creditCardFreeze",
+          "label": "Freeze Credit Card Line (**** 1104)",
+          "description": "Blocks new purchases and cash advances. Recurring payments will continue.",
+          "defaultChecked": false
+        },
+        {
+          "id": "alerts-config-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alerts-header",
+            "alerts-checkbox-group"
+          ]
+        },
+        {
+          "id": "alerts-header",
+          "component": "CardHeader",
+          "title": "10. Manage Alert Triggers",
+          "subtitle": "Choose which events notify you via SMS and Email"
+        },
+        {
+          "id": "alerts-checkbox-group",
+          "component": "CheckBoxGroup",
+          "name": "alertPreferences",
+          "items": [
+            "alert-cb-1",
+            "alert-cb-2",
+            "alert-cb-3",
+            "alert-cb-4"
+          ]
+        },
+        {
+          "id": "alert-cb-1",
+          "component": "CheckBoxItem",
+          "name": "alertLargeTx",
+          "label": "Large Transaction Alert",
+          "description": "Notify me for any transaction exceeding $250.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-cb-2",
+          "component": "CheckBoxItem",
+          "name": "alertLowBalance",
+          "label": "Low Balance Warning",
+          "description": "Notify me when checking account balance falls below $500.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-cb-3",
+          "component": "CheckBoxItem",
+          "name": "alertInternational",
+          "label": "International Charge Alert",
+          "description": "Notify me when a card swipe occurs outside the country",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-cb-4",
+          "component": "CheckBoxItem",
+          "name": "alertBillDue",
+          "label": "Upcoming Bill Reminder",
+          "description": "Notify me 3 days before any auto-pay or scheduled bill",
+          "defaultChecked": false
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..8f7465ecc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r3.txt
@@ -0,0 +1,927 @@
+Here is your personal banking dashboard designed to cover all 11 required management features, account overviews, and interactive controls in a single unified screen.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "Apex Personal Banking"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-main",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "alerts-banner"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Welcome Back, Alex",
+          "subtitle": "Apex Premier Banking • Account Overview"
+        },
+        {
+          "id": "alerts-banner",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Upcoming Bill Reminder",
+          "description": "Electric Utility bill ($142.50) is due in 3 days. Auto-pay is active."
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-transfers",
+            "tab-controls"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Dashboard & Accounts",
+          "content": [
+            "overview-stack"
+          ]
+        },
+        {
+          "id": "overview-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "balances-heading",
+            "balances-card",
+            "mid-row",
+            "transactions-heading",
+            "statement-filter-card",
+            "transactions-table",
+            "dispute-dialog"
+          ]
+        },
+        {
+          "id": "balances-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "1. Account Balances"
+        },
+        {
+          "id": "balances-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "checking-card",
+            "savings-card",
+            "credit-card"
+          ]
+        },
+        {
+          "id": "checking-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "checking-label",
+            "checking-amount",
+            "checking-badge"
+          ]
+        },
+        {
+          "id": "checking-label",
+          "component": "TextContent",
+          "text": "Everyday Checking (**...4812**)",
+          "size": "small"
+        },
+        {
+          "id": "checking-amount",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$4,850.25"
+        },
+        {
+          "id": "checking-badge",
+          "component": "Badge",
+          "text": "Available Balance",
+          "variant": "secondary"
+        },
+        {
+          "id": "savings-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "savings-label",
+            "savings-amount",
+            "savings-badge"
+          ]
+        },
+        {
+          "id": "savings-label",
+          "component": "TextContent",
+          "text": "High-Yield Savings (**...9034**)",
+          "size": "small"
+        },
+        {
+          "id": "savings-amount",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$18,240.80"
+        },
+        {
+          "id": "savings-badge",
+          "component": "Badge",
+          "text": "4.35% APY",
+          "variant": "default"
+        },
+        {
+          "id": "credit-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "credit-label",
+            "credit-amount",
+            "credit-badge"
+          ]
+        },
+        {
+          "id": "credit-label",
+          "component": "TextContent",
+          "text": "Apex Rewards Credit (**...1156**)",
+          "size": "small"
+        },
+        {
+          "id": "credit-amount",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$1,230.45"
+        },
+        {
+          "id": "credit-badge",
+          "component": "Badge",
+          "text": "Limit: $10,000.00",
+          "variant": "outline"
+        },
+        {
+          "id": "mid-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "left-analytics",
+            "right-widgets"
+          ]
+        },
+        {
+          "id": "left-analytics",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "spending-heading",
+            "spending-chart"
+          ]
+        },
+        {
+          "id": "spending-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "3. Monthly Spending Split"
+        },
+        {
+          "id": "spending-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Housing & Utilities",
+            "Groceries & Dining",
+            "Shopping & Retail",
+            "Transportation",
+            "Entertainment"
+          ],
+          "values": [
+            1450,
+            620,
+            380,
+            210,
+            180
+          ]
+        },
+        {
+          "id": "right-widgets",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bills-card",
+            "vacation-card",
+            "credit-score-card"
+          ]
+        },
+        {
+          "id": "bills-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "bills-heading",
+            "bills-list"
+          ]
+        },
+        {
+          "id": "bills-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "4. Bills Due Soon"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "bill-1",
+            "bill-2",
+            "bill-3"
+          ]
+        },
+        {
+          "id": "bill-1",
+          "component": "ListItem",
+          "title": "City Electric & Power",
+          "subtitle": "Due Oct 28 • Auto-Pay Active",
+          "actionLabel": "$142.50"
+        },
+        {
+          "id": "bill-2",
+          "component": "ListItem",
+          "title": "Fiber Net Services",
+          "subtitle": "Due Nov 02 • Manual Payment",
+          "actionLabel": "$79.99"
+        },
+        {
+          "id": "bill-3",
+          "component": "ListItem",
+          "title": "Apex Credit Card Minimum",
+          "subtitle": "Due Nov 05 • Auto-Pay Active",
+          "actionLabel": "$35.00"
+        },
+        {
+          "id": "vacation-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "vacation-heading",
+            "vacation-progress",
+            "vacation-text"
+          ]
+        },
+        {
+          "id": "vacation-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "5. Vacation Savings Goal"
+        },
+        {
+          "id": "vacation-progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "Summer Trip to Hawaii"
+        },
+        {
+          "id": "vacation-text",
+          "component": "TextContent",
+          "text": "**$3,500.00** saved of $5,000.00 target goal (70% completed)",
+          "size": "small"
+        },
+        {
+          "id": "credit-score-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "credit-score-heading",
+            "credit-score-val",
+            "credit-score-tag"
+          ]
+        },
+        {
+          "id": "credit-score-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "6. Current Credit Score"
+        },
+        {
+          "id": "credit-score-val",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "baseline",
+          "children": [
+            "score-num",
+            "score-max"
+          ]
+        },
+        {
+          "id": "score-num",
+          "component": "Heading",
+          "level": "h1",
+          "text": "782"
+        },
+        {
+          "id": "score-max",
+          "component": "TextContent",
+          "text": "/ 850 (FICO Score 8)",
+          "size": "small"
+        },
+        {
+          "id": "credit-score-tag",
+          "component": "Tag",
+          "text": "Excellent (+5 pts this month)",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "transactions-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "2. Recent Transactions"
+        },
+        {
+          "id": "statement-filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "filter-label",
+            "period-select"
+          ]
+        },
+        {
+          "id": "filter-label",
+          "component": "TextContent",
+          "text": "9. Pick Statement Period:",
+          "size": "small-heavy"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "statement_period",
+          "placeholder": "Select statement cycle",
+          "value": "current",
+          "items": [
+            "item-curr",
+            "item-sep",
+            "item-aug",
+            "item-jul"
+          ]
+        },
+        {
+          "id": "item-curr",
+          "component": "SelectItem",
+          "value": "current",
+          "label": "Current Cycle (Oct 1 - Present)"
+        },
+        {
+          "id": "item-sep",
+          "component": "SelectItem",
+          "value": "sep-2023",
+          "label": "September 2023 Statement"
+        },
+        {
+          "id": "item-aug",
+          "component": "SelectItem",
+          "value": "aug-2023",
+          "label": "August 2023 Statement"
+        },
+        {
+          "id": "item-jul",
+          "component": "SelectItem",
+          "value": "jul-2023",
+          "label": "July 2023 Statement"
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": [
+            "col-date",
+            "col-merchant",
+            "col-category",
+            "col-amount"
+          ]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 24",
+            "Oct 23",
+            "Oct 21",
+            "Oct 19",
+            "Oct 18"
+          ]
+        },
+        {
+          "id": "col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": [
+            "Whole Foods Market",
+            "Chevron Gas Station",
+            "Netflix Subscription",
+            "Unknown Merchant LLC",
+            "Target Superstore"
+          ]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Groceries",
+            "Transportation",
+            "Entertainment",
+            "Uncategorized",
+            "Shopping"
+          ]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "-$124.30",
+            "-$45.00",
+            "-$15.99",
+            "-$89.99",
+            "-$64.20"
+          ]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "11. Dispute a Transaction",
+          "triggerVariant": "outline",
+          "title": "Dispute Transaction",
+          "description": "Submit a formal claim for unauthorized or incorrect charges.",
+          "content": [
+            "dispute-form"
+          ]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "dispute_form",
+          "fields": [
+            "dispute-select-control",
+            "dispute-reason-control",
+            "dispute-details-control"
+          ],
+          "buttons": "dispute-buttons"
+        },
+        {
+          "id": "dispute-select-control",
+          "component": "FormControl",
+          "label": "Select Transaction to Dispute",
+          "input": "dispute-tx-select"
+        },
+        {
+          "id": "dispute-tx-select",
+          "component": "Select",
+          "name": "dispute_transaction",
+          "placeholder": "Choose recent transaction",
+          "items": [
+            "tx-1",
+            "tx-2"
+          ]
+        },
+        {
+          "id": "tx-1",
+          "component": "SelectItem",
+          "value": "tx_unk",
+          "label": "Oct 19 - Unknown Merchant LLC (-$89.99)"
+        },
+        {
+          "id": "tx-2",
+          "component": "SelectItem",
+          "value": "tx_tgt",
+          "label": "Oct 18 - Target Superstore (-$64.20)"
+        },
+        {
+          "id": "dispute-reason-control",
+          "component": "FormControl",
+          "label": "Reason for Dispute",
+          "input": "dispute-reason-select"
+        },
+        {
+          "id": "dispute-reason-select",
+          "component": "Select",
+          "name": "dispute_reason",
+          "placeholder": "Select reason",
+          "items": [
+            "r-1",
+            "r-2",
+            "r-3"
+          ]
+        },
+        {
+          "id": "r-1",
+          "component": "SelectItem",
+          "value": "unauthorized",
+          "label": "Fraudulent / Unauthorized Charge"
+        },
+        {
+          "id": "r-2",
+          "component": "SelectItem",
+          "value": "incorrect_amount",
+          "label": "Incorrect Amount Charged"
+        },
+        {
+          "id": "r-3",
+          "component": "SelectItem",
+          "value": "no_goods",
+          "label": "Goods/Services Not Received"
+        },
+        {
+          "id": "dispute-details-control",
+          "component": "FormControl",
+          "label": "Additional Explanation",
+          "input": "dispute-details-input"
+        },
+        {
+          "id": "dispute-details-input",
+          "component": "TextArea",
+          "name": "dispute_details",
+          "placeholder": "Provide any relevant details to help speed up resolution...",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "dispute-submit-btn"
+          ]
+        },
+        {
+          "id": "dispute-submit-btn",
+          "component": "Button",
+          "label": "Submit Dispute Claim",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "tab-transfers",
+          "component": "TabItem",
+          "value": "transfers",
+          "trigger": "Move Money",
+          "content": [
+            "transfers-card"
+          ]
+        },
+        {
+          "id": "transfers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transfers-heading",
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfers-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "7. Move Money Between Accounts"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "money_transfer_form",
+          "fields": [
+            "from-control",
+            "to-control",
+            "amount-control",
+            "note-control"
+          ],
+          "buttons": "transfer-buttons"
+        },
+        {
+          "id": "from-control",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "from-account-select"
+        },
+        {
+          "id": "from-account-select",
+          "component": "Select",
+          "name": "from_account",
+          "placeholder": "Select source account",
+          "value": "checking",
+          "items": [
+            "acc-chk-from",
+            "acc-svg-from"
+          ]
+        },
+        {
+          "id": "acc-chk-from",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Everyday Checking (...4812) - $4,850.25"
+        },
+        {
+          "id": "acc-svg-from",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "High-Yield Savings (...9034) - $18,240.80"
+        },
+        {
+          "id": "to-control",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "to-account-select"
+        },
+        {
+          "id": "to-account-select",
+          "component": "Select",
+          "name": "to_account",
+          "placeholder": "Select destination account",
+          "value": "savings",
+          "items": [
+            "acc-chk-to",
+            "acc-svg-to",
+            "acc-crt-to"
+          ]
+        },
+        {
+          "id": "acc-chk-to",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Everyday Checking (...4812)"
+        },
+        {
+          "id": "acc-svg-to",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "High-Yield Savings (...9034)"
+        },
+        {
+          "id": "acc-crt-to",
+          "component": "SelectItem",
+          "value": "credit",
+          "label": "Apex Rewards Credit Payment (...1156)"
+        },
+        {
+          "id": "amount-control",
+          "component": "FormControl",
+          "label": "Transfer Amount ($)",
+          "input": "amount-input",
+          "hint": "Transfers made before 5:00 PM EST post same-day."
+        },
+        {
+          "id": "amount-input",
+          "component": "Input",
+          "name": "transfer_amount",
+          "type": "number",
+          "placeholder": "0.00",
+          "value": "250.00"
+        },
+        {
+          "id": "note-control",
+          "component": "FormControl",
+          "label": "Memo (Optional)",
+          "input": "note-input"
+        },
+        {
+          "id": "note-input",
+          "component": "Input",
+          "name": "transfer_note",
+          "type": "text",
+          "placeholder": "e.g., Monthly savings contribution"
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "transfer-submit-btn"
+          ]
+        },
+        {
+          "id": "transfer-submit-btn",
+          "component": "Button",
+          "label": "Confirm Transfer",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-controls",
+          "component": "TabItem",
+          "value": "controls",
+          "trigger": "Security & Controls",
+          "content": [
+            "controls-stack"
+          ]
+        },
+        {
+          "id": "controls-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "freeze-card",
+            "alerts-card"
+          ]
+        },
+        {
+          "id": "freeze-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "freeze-heading",
+            "freeze-switch-group",
+            "freeze-callout"
+          ]
+        },
+        {
+          "id": "freeze-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "8. Credit Line Security Freeze"
+        },
+        {
+          "id": "freeze-switch-group",
+          "component": "SwitchGroup",
+          "name": "credit_freeze_group",
+          "variant": "sunk",
+          "items": [
+            "freeze-switch-item"
+          ]
+        },
+        {
+          "id": "freeze-switch-item",
+          "component": "SwitchItem",
+          "name": "freeze_credit_line",
+          "label": "Freeze Credit Card (...1156)",
+          "description": "Instantly block all new purchases and cash advances. Recurring payments will still process.",
+          "defaultChecked": false
+        },
+        {
+          "id": "freeze-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Card Freeze is Inactive",
+          "description": "Your credit line is active. If your card is misplaced or stolen, toggle the freeze above to prevent fraudulent charges."
+        },
+        {
+          "id": "alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alerts-heading",
+            "alerts-switch-group"
+          ]
+        },
+        {
+          "id": "alerts-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "10. Manage Alert Triggers"
+        },
+        {
+          "id": "alerts-switch-group",
+          "component": "SwitchGroup",
+          "name": "alert_triggers",
+          "variant": "sunk",
+          "items": [
+            "alert-large-tx",
+            "alert-low-bal",
+            "alert-bill-due",
+            "alert-credit-score",
+            "alert-login"
+          ]
+        },
+        {
+          "id": "alert-large-tx",
+          "component": "SwitchItem",
+          "name": "alert_large_tx",
+          "label": "Large Purchase Alert",
+          "description": "Trigger an alert when any transaction exceeds $200.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-low-bal",
+          "component": "SwitchItem",
+          "name": "alert_low_bal",
+          "label": "Low Balance Warning",
+          "description": "Trigger an alert when checking balance drops below $500.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-bill-due",
+          "component": "SwitchItem",
+          "name": "alert_bill_due",
+          "label": "Bill Payment Reminder",
+          "description": "Send push notification 3 days before upcoming bill due dates",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-credit-score",
+          "component": "SwitchItem",
+          "name": "alert_credit_score",
+          "label": "Credit Score Changes",
+          "description": "Notify when monthly FICO score updates or major credit report changes occur",
+          "defaultChecked": false
+        },
+        {
+          "id": "alert-login",
+          "component": "SwitchItem",
+          "name": "alert_new_login",
+          "label": "Unrecognized Device Login",
+          "description": "Notify immediately if account is accessed from a new browser or location",
+          "defaultChecked": true
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "f1",
+            "f2",
+            "f3"
+          ]
+        },
+        {
+          "id": "f1",
+          "component": "FollowUpItem",
+          "text": "How do I increase my credit limit?"
+        },
+        {
+          "id": "f2",
+          "component": "FollowUpItem",
+          "text": "Export statement data to CSV"
+        },
+        {
+          "id": "f3",
+          "component": "FollowUpItem",
+          "text": "Set up automatic savings rule"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..053d59007
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-bank__r4.txt
@@ -0,0 +1,808 @@
+Here is a complete personal banking dashboard that covers all 11 required features in a clear, unified view.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Apex Personal Banking"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-main"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "credit-score-badge"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "Welcome back, Alex",
+          "subtitle": "Apex Financial Dashboard • Account Overview"
+        },
+        {
+          "id": "credit-score-badge",
+          "component": "Tag",
+          "text": "6. Credit Score: 785 (Excellent)",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-transfers",
+            "tab-controls"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview & Activity",
+          "content": [
+            "overview-stack"
+          ]
+        },
+        {
+          "id": "overview-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "balances-card",
+            "charts-and-goals-card",
+            "transactions-card"
+          ]
+        },
+        {
+          "id": "balances-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "balances-header",
+            "balances-table"
+          ]
+        },
+        {
+          "id": "balances-header",
+          "component": "CardHeader",
+          "title": "1. Account Balances",
+          "subtitle": "Real-time balance breakdown"
+        },
+        {
+          "id": "balances-table",
+          "component": "Table",
+          "columns": [
+            "col-acc-type",
+            "col-acc-num",
+            "col-acc-bal",
+            "col-acc-avail"
+          ]
+        },
+        {
+          "id": "col-acc-type",
+          "component": "Col",
+          "label": "Account Type",
+          "type": "string",
+          "data": [
+            "Checking",
+            "Savings",
+            "Credit Card"
+          ]
+        },
+        {
+          "id": "col-acc-num",
+          "component": "Col",
+          "label": "Account Number",
+          "type": "string",
+          "data": [
+            "•••• 4821",
+            "•••• 9032",
+            "•••• 1109"
+          ]
+        },
+        {
+          "id": "col-acc-bal",
+          "component": "Col",
+          "label": "Current Balance",
+          "type": "string",
+          "data": [
+            "$4,250.80",
+            "$18,450.00",
+            "$1,120.45"
+          ]
+        },
+        {
+          "id": "col-acc-avail",
+          "component": "Col",
+          "label": "Available Credit / Cash",
+          "type": "string",
+          "data": [
+            "$4,250.80",
+            "$18,450.00",
+            "$8,879.55"
+          ]
+        },
+        {
+          "id": "charts-and-goals-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "spending-card",
+            "goals-bills-card"
+          ]
+        },
+        {
+          "id": "spending-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "spending-header",
+            "spending-pie"
+          ]
+        },
+        {
+          "id": "spending-header",
+          "component": "CardHeader",
+          "title": "3. Monthly Spending Split",
+          "subtitle": "Breakdown by category for October"
+        },
+        {
+          "id": "spending-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Housing & Utilities",
+            "Groceries & Food",
+            "Shopping & Retail",
+            "Entertainment",
+            "Transportation"
+          ],
+          "values": [
+            1450,
+            620,
+            340,
+            210,
+            180
+          ]
+        },
+        {
+          "id": "goals-bills-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "vacation-goal-header",
+            "vacation-progress",
+            "vacation-goal-text",
+            "separator-goals",
+            "bills-header",
+            "bills-list"
+          ]
+        },
+        {
+          "id": "vacation-goal-header",
+          "component": "CardHeader",
+          "title": "5. Vacation Savings Goal",
+          "subtitle": "Target: $5,000 for Summer Trip"
+        },
+        {
+          "id": "vacation-progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "70% Completed ($3,500 of $5,000)"
+        },
+        {
+          "id": "vacation-goal-text",
+          "component": "TextContent",
+          "text": "On track! $1,500 remaining to reach your goal by May 2025.",
+          "size": "small"
+        },
+        {
+          "id": "separator-goals",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "bills-header",
+          "component": "CardHeader",
+          "title": "4. Bills Due Soon",
+          "subtitle": "Upcoming scheduled payments"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "bill-1",
+            "bill-2",
+            "bill-3"
+          ]
+        },
+        {
+          "id": "bill-1",
+          "component": "ListItem",
+          "title": "Electric Utility - $124.50",
+          "subtitle": "Due in 3 days (Oct 28)",
+          "actionLabel": "Auto-Pay On"
+        },
+        {
+          "id": "bill-2",
+          "component": "ListItem",
+          "title": "Internet Fiber - $79.99",
+          "subtitle": "Due in 6 days (Oct 31)",
+          "actionLabel": "Auto-Pay On"
+        },
+        {
+          "id": "bill-3",
+          "component": "ListItem",
+          "title": "Apex Credit Card Min Payment - $35.00",
+          "subtitle": "Due in 12 days (Nov 6)",
+          "actionLabel": "Pay Now"
+        },
+        {
+          "id": "transactions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transactions-header",
+            "transactions-table",
+            "dispute-dialog"
+          ]
+        },
+        {
+          "id": "transactions-header",
+          "component": "CardHeader",
+          "title": "2. Recent Transactions",
+          "subtitle": "Merchant, amount, and status"
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": [
+            "col-tx-date",
+            "col-tx-merchant",
+            "col-tx-acc",
+            "col-tx-amount"
+          ]
+        },
+        {
+          "id": "col-tx-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": [
+            "Oct 24, 2024",
+            "Oct 23, 2024",
+            "Oct 22, 2024",
+            "Oct 21, 2024"
+          ]
+        },
+        {
+          "id": "col-tx-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": [
+            "Whole Foods Market",
+            "Tech Gadgets Inc",
+            "City Transit Pass",
+            "StreamFlix Subscription"
+          ]
+        },
+        {
+          "id": "col-tx-acc",
+          "component": "Col",
+          "label": "Account",
+          "type": "string",
+          "data": [
+            "Checking (•••• 4821)",
+            "Credit Card (•••• 1109)",
+            "Checking (•••• 4821)",
+            "Credit Card (•••• 1109)"
+          ]
+        },
+        {
+          "id": "col-tx-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": [
+            "-$84.20",
+            "-$249.99",
+            "-$45.00",
+            "-$14.99"
+          ]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "11. Dispute a Transaction",
+          "triggerVariant": "outline",
+          "title": "File a Transaction Dispute",
+          "description": "Select the suspicious charge and provide details to open an inquiry.",
+          "content": [
+            "dispute-form"
+          ]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "disputeForm",
+          "fields": [
+            "field-dispute-select",
+            "field-dispute-reason",
+            "field-dispute-notes"
+          ],
+          "buttons": "dispute-buttons"
+        },
+        {
+          "id": "field-dispute-select",
+          "component": "FormControl",
+          "label": "Select Transaction",
+          "input": "select-dispute-tx"
+        },
+        {
+          "id": "select-dispute-tx",
+          "component": "Select",
+          "name": "disputedTransaction",
+          "placeholder": "Choose transaction...",
+          "items": [
+            "tx-opt-1",
+            "tx-opt-2",
+            "tx-opt-3"
+          ]
+        },
+        {
+          "id": "tx-opt-1",
+          "component": "SelectItem",
+          "value": "tx_249_99",
+          "label": "Oct 23 - Tech Gadgets Inc (-$249.99)"
+        },
+        {
+          "id": "tx-opt-2",
+          "component": "SelectItem",
+          "value": "tx_84_20",
+          "label": "Oct 24 - Whole Foods Market (-$84.20)"
+        },
+        {
+          "id": "tx-opt-3",
+          "component": "SelectItem",
+          "value": "tx_14_99",
+          "label": "Oct 21 - StreamFlix Subscription (-$14.99)"
+        },
+        {
+          "id": "field-dispute-reason",
+          "component": "FormControl",
+          "label": "Reason for Dispute",
+          "input": "select-dispute-reason"
+        },
+        {
+          "id": "select-dispute-reason",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Select reason...",
+          "items": [
+            "reason-unauthorized",
+            "reason-incorrect-amount",
+            "reason-duplicate"
+          ]
+        },
+        {
+          "id": "reason-unauthorized",
+          "component": "SelectItem",
+          "value": "unauthorized",
+          "label": "Unauthorized / Fraudulent Charge"
+        },
+        {
+          "id": "reason-incorrect-amount",
+          "component": "SelectItem",
+          "value": "incorrect_amount",
+          "label": "Incorrect Charge Amount"
+        },
+        {
+          "id": "reason-duplicate",
+          "component": "SelectItem",
+          "value": "duplicate",
+          "label": "Duplicate Charge"
+        },
+        {
+          "id": "field-dispute-notes",
+          "component": "FormControl",
+          "label": "Additional Details",
+          "input": "area-dispute-notes"
+        },
+        {
+          "id": "area-dispute-notes",
+          "component": "TextArea",
+          "name": "disputeNotes",
+          "placeholder": "Describe what happened...",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-dispute"
+          ]
+        },
+        {
+          "id": "btn-submit-dispute",
+          "component": "Button",
+          "label": "Submit Dispute Claim",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "tab-transfers",
+          "component": "TabItem",
+          "value": "transfers",
+          "trigger": "Move Money",
+          "content": [
+            "transfer-card"
+          ]
+        },
+        {
+          "id": "transfer-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transfer-header",
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfer-header",
+          "component": "CardHeader",
+          "title": "7. Move Money Between Accounts",
+          "subtitle": "Instant internal transfer"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "moneyTransferForm",
+          "fields": [
+            "field-from-account",
+            "field-to-account",
+            "field-transfer-amount"
+          ],
+          "buttons": "transfer-buttons"
+        },
+        {
+          "id": "field-from-account",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "select-from-account"
+        },
+        {
+          "id": "select-from-account",
+          "component": "Select",
+          "name": "fromAccount",
+          "placeholder": "Select source account...",
+          "items": [
+            "acc-from-checking",
+            "acc-from-savings"
+          ]
+        },
+        {
+          "id": "acc-from-checking",
+          "component": "SelectItem",
+          "value": "checking_4821",
+          "label": "Checking (•••• 4821) - $4,250.80"
+        },
+        {
+          "id": "acc-from-savings",
+          "component": "SelectItem",
+          "value": "savings_9032",
+          "label": "Savings (•••• 9032) - $18,450.00"
+        },
+        {
+          "id": "field-to-account",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "select-to-account"
+        },
+        {
+          "id": "select-to-account",
+          "component": "Select",
+          "name": "toAccount",
+          "placeholder": "Select destination account...",
+          "items": [
+            "acc-to-savings",
+            "acc-to-checking",
+            "acc-to-credit"
+          ]
+        },
+        {
+          "id": "acc-to-savings",
+          "component": "SelectItem",
+          "value": "savings_9032",
+          "label": "Savings (•••• 9032) - Vacation Goal"
+        },
+        {
+          "id": "acc-to-checking",
+          "component": "SelectItem",
+          "value": "checking_4821",
+          "label": "Checking (•••• 4821)"
+        },
+        {
+          "id": "acc-to-credit",
+          "component": "SelectItem",
+          "value": "credit_1109",
+          "label": "Credit Card (•••• 1109) Pay Balance"
+        },
+        {
+          "id": "field-transfer-amount",
+          "component": "FormControl",
+          "label": "Transfer Amount ($)",
+          "input": "input-transfer-amount"
+        },
+        {
+          "id": "input-transfer-amount",
+          "component": "Input",
+          "name": "transferAmount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-confirm-transfer"
+          ]
+        },
+        {
+          "id": "btn-confirm-transfer",
+          "component": "Button",
+          "label": "Confirm Transfer",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-controls",
+          "component": "TabItem",
+          "value": "controls",
+          "trigger": "Account Settings & Security",
+          "content": [
+            "controls-stack"
+          ]
+        },
+        {
+          "id": "controls-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "statements-card",
+            "freeze-card",
+            "alerts-card"
+          ]
+        },
+        {
+          "id": "statements-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "statements-header",
+            "statements-form"
+          ]
+        },
+        {
+          "id": "statements-header",
+          "component": "CardHeader",
+          "title": "9. Pick a Statement Period",
+          "subtitle": "View and download historical PDF statements"
+        },
+        {
+          "id": "statements-form",
+          "component": "Form",
+          "name": "statementPeriodForm",
+          "fields": [
+            "field-statement-period"
+          ],
+          "buttons": "statement-buttons"
+        },
+        {
+          "id": "field-statement-period",
+          "component": "FormControl",
+          "label": "Statement Cycle",
+          "input": "select-statement-period"
+        },
+        {
+          "id": "select-statement-period",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Choose billing period...",
+          "items": [
+            "stmt-sep-2024",
+            "stmt-aug-2024",
+            "stmt-jul-2024",
+            "stmt-jun-2024"
+          ]
+        },
+        {
+          "id": "stmt-sep-2024",
+          "component": "SelectItem",
+          "value": "2024-09",
+          "label": "September 1, 2024 - September 30, 2024"
+        },
+        {
+          "id": "stmt-aug-2024",
+          "component": "SelectItem",
+          "value": "2024-08",
+          "label": "August 1, 2024 - August 31, 2024"
+        },
+        {
+          "id": "stmt-jul-2024",
+          "component": "SelectItem",
+          "value": "2024-07",
+          "label": "July 1, 2024 - July 31, 2024"
+        },
+        {
+          "id": "stmt-jun-2024",
+          "component": "SelectItem",
+          "value": "2024-06",
+          "label": "June 1, 2024 - June 30, 2024"
+        },
+        {
+          "id": "statement-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-download-statement"
+          ]
+        },
+        {
+          "id": "btn-download-statement",
+          "component": "Button",
+          "label": "View Statement PDF",
+          "variant": "secondary"
+        },
+        {
+          "id": "freeze-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "freeze-header",
+            "freeze-switch-group"
+          ]
+        },
+        {
+          "id": "freeze-header",
+          "component": "CardHeader",
+          "title": "8. Credit Line Freeze",
+          "subtitle": "Instantly prevent new charges on your credit card"
+        },
+        {
+          "id": "freeze-switch-group",
+          "component": "SwitchGroup",
+          "name": "creditFreezeSettings",
+          "variant": "sunk",
+          "items": [
+            "switch-freeze-credit"
+          ]
+        },
+        {
+          "id": "switch-freeze-credit",
+          "component": "SwitchItem",
+          "name": "isCreditLineFrozen",
+          "label": "Freeze Credit Card Line (•••• 1109)",
+          "description": "When active, new card purchases and cash advances will be declined immediately.",
+          "defaultChecked": false
+        },
+        {
+          "id": "alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alerts-header",
+            "alerts-switch-group"
+          ]
+        },
+        {
+          "id": "alerts-header",
+          "component": "CardHeader",
+          "title": "10. Manage Triggered Alerts",
+          "subtitle": "Customize push and SMS notifications"
+        },
+        {
+          "id": "alerts-switch-group",
+          "component": "SwitchGroup",
+          "name": "alertTriggers",
+          "variant": "clear",
+          "items": [
+            "alert-large-tx",
+            "alert-low-balance",
+            "alert-foreign-tx",
+            "alert-bill-reminder"
+          ]
+        },
+        {
+          "id": "alert-large-tx",
+          "component": "SwitchItem",
+          "name": "alertLargeTx",
+          "label": "Large Transaction Alert",
+          "description": "Trigger when any transaction exceeds $200.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-low-balance",
+          "component": "SwitchItem",
+          "name": "alertLowBal",
+          "label": "Low Balance Warning",
+          "description": "Trigger when checking balance falls below $500.00",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-foreign-tx",
+          "component": "SwitchItem",
+          "name": "alertForeignTx",
+          "label": "International Transaction Alert",
+          "description": "Trigger on transactions outside your home country",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-bill-reminder",
+          "component": "SwitchItem",
+          "name": "alertBillReminder",
+          "label": "Upcoming Bill Reminders",
+          "description": "Trigger 3 days before a bill due date",
+          "defaultChecked": false
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..b3e636fea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r1.txt
@@ -0,0 +1,707 @@
+Here is a single-screen dashboard designed for a cross-platform creator studio covering all 11 required analytics, engagement, and scheduling features.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator_studio_main",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#8B5CF6",
+        "agentDisplayName": "Creator Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator_studio_main",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header_card",
+            "filter_card",
+            "metrics_overview_card",
+            "charts_section_card",
+            "best_posts_card",
+            "scheduled_posts_card",
+            "comments_card",
+            "collabs_card",
+            "schedule_form_card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header_card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header_title",
+            "header_desc"
+          ]
+        },
+        {
+          "id": "header_title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Cross-Platform Creator Studio"
+        },
+        {
+          "id": "header_desc",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Unified dashboard for audience insights, performance analytics, community engagement, and post publishing."
+        },
+        {
+          "id": "filter_card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "filter_header",
+            "platform_select"
+          ]
+        },
+        {
+          "id": "filter_header",
+          "component": "CardHeader",
+          "title": "11. Narrow Everything to One Platform",
+          "subtitle": "Select a platform to filter all metrics, scheduled posts, and engagement items"
+        },
+        {
+          "id": "platform_select",
+          "component": "Select",
+          "name": "platform_filter",
+          "placeholder": "Choose Platform Filter",
+          "value": "all",
+          "items": [
+            "filter_all",
+            "filter_yt",
+            "filter_ig",
+            "filter_tiktok",
+            "filter_x"
+          ]
+        },
+        {
+          "id": "filter_all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Platforms (Unified View)"
+        },
+        {
+          "id": "filter_yt",
+          "component": "SelectItem",
+          "value": "youtube",
+          "label": "YouTube"
+        },
+        {
+          "id": "filter_ig",
+          "component": "SelectItem",
+          "value": "instagram",
+          "label": "Instagram"
+        },
+        {
+          "id": "filter_tiktok",
+          "component": "SelectItem",
+          "value": "tiktok",
+          "label": "TikTok"
+        },
+        {
+          "id": "filter_x",
+          "component": "SelectItem",
+          "value": "x",
+          "label": "X (Twitter)"
+        },
+        {
+          "id": "metrics_overview_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "metrics_header",
+            "metrics_table",
+            "best_time_callout"
+          ]
+        },
+        {
+          "id": "metrics_header",
+          "component": "CardHeader",
+          "title": "1, 2, 6 & 8. Performance Summary",
+          "subtitle": "Monthly totals, growth rates, engagement level, earnings, and post timing optimizations"
+        },
+        {
+          "id": "metrics_table",
+          "component": "Table",
+          "columns": [
+            "col_metric",
+            "col_value",
+            "col_change",
+            "col_note"
+          ]
+        },
+        {
+          "id": "col_metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "1. Total Followers",
+            "2. Avg. Engagement Rate",
+            "8. Earnings (This Month)",
+            "6. Best Hour to Post"
+          ]
+        },
+        {
+          "id": "col_value",
+          "component": "Col",
+          "label": "Current Value",
+          "type": "string",
+          "data": [
+            "1,248,500",
+            "5.84%",
+            "$14,850.00",
+            "6:00 PM EST (Thurs/Fri)"
+          ]
+        },
+        {
+          "id": "col_change",
+          "component": "Col",
+          "label": "Past Month Growth",
+          "type": "string",
+          "data": [
+            "+42,300 (+3.5%)",
+            "+0.62%",
+            "+18.4% vs last month",
+            "+24% reach baseline"
+          ]
+        },
+        {
+          "id": "col_note",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Strong YouTube growth",
+            "Above platform avg",
+            "Payout ready",
+            "Optimal audience activity"
+          ]
+        },
+        {
+          "id": "best_time_callout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "6. Optimal Posting Time Highlight",
+          "description": "Historical data shows peak audience activity occurs on Thursday and Friday between 6:00 PM and 7:30 PM EST. Posts published in this window average 2.4x higher initial velocity."
+        },
+        {
+          "id": "charts_section_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "charts_header",
+            "audience_chart",
+            "audience_tags"
+          ]
+        },
+        {
+          "id": "charts_header",
+          "component": "CardHeader",
+          "title": "4. Audience Split by Platform",
+          "subtitle": "Breakdown of total follower base across active channels"
+        },
+        {
+          "id": "audience_chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "YouTube",
+            "Instagram",
+            "TikTok",
+            "X (Twitter)"
+          ],
+          "values": [
+            520000,
+            380000,
+            248500,
+            100000
+          ]
+        },
+        {
+          "id": "audience_tags",
+          "component": "TagBlock",
+          "tags": [
+            "YouTube: 41.6%",
+            "Instagram: 30.4%",
+            "TikTok: 19.9%",
+            "X: 8.0%"
+          ]
+        },
+        {
+          "id": "best_posts_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "best_posts_header",
+            "best_posts_table"
+          ]
+        },
+        {
+          "id": "best_posts_header",
+          "component": "CardHeader",
+          "title": "3. Best Posts This Month",
+          "subtitle": "Top performing content ranked by total reach"
+        },
+        {
+          "id": "best_posts_table",
+          "component": "Table",
+          "columns": [
+            "col_post_title",
+            "col_post_platform",
+            "col_post_reach",
+            "col_post_likes",
+            "col_post_shares"
+          ]
+        },
+        {
+          "id": "col_post_title",
+          "component": "Col",
+          "label": "Post Title / Content",
+          "type": "string",
+          "data": [
+            "Building a Full AI App in 24 Hours (Full Doc)",
+            "10 Desk Setup Upgrades Under $50",
+            "Behind the Scenes: New Studio Setup Vlog",
+            "My Morning Productivity Workflow in 2025"
+          ]
+        },
+        {
+          "id": "col_post_platform",
+          "component": "Col",
+          "label": "Platform",
+          "type": "string",
+          "data": [
+            "YouTube",
+            "Instagram Reels",
+            "TikTok",
+            "X (Twitter)"
+          ]
+        },
+        {
+          "id": "col_post_reach",
+          "component": "Col",
+          "label": "Reach / Impressions",
+          "type": "string",
+          "data": [
+            "1,450,000",
+            "890,000",
+            "620,000",
+            "310,000"
+          ]
+        },
+        {
+          "id": "col_post_likes",
+          "component": "Col",
+          "label": "Likes",
+          "type": "string",
+          "data": [
+            "112,000",
+            "74,500",
+            "58,200",
+            "19,400"
+          ]
+        },
+        {
+          "id": "col_post_shares",
+          "component": "Col",
+          "label": "Shares",
+          "type": "string",
+          "data": [
+            "18,300",
+            "12,100",
+            "9,400",
+            "4,200"
+          ]
+        },
+        {
+          "id": "scheduled_posts_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "scheduled_header",
+            "scheduled_list"
+          ]
+        },
+        {
+          "id": "scheduled_header",
+          "component": "CardHeader",
+          "title": "5. Posts Scheduled This Week",
+          "subtitle": "Queued posts set for automated release"
+        },
+        {
+          "id": "scheduled_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "sched_item_1",
+            "sched_item_2",
+            "sched_item_3",
+            "sched_item_4"
+          ]
+        },
+        {
+          "id": "sched_item_1",
+          "component": "ListItem",
+          "title": "Thursday @ 6:00 PM - YouTube Video: 'Top 5 Coding Extensions'",
+          "subtitle": "Platform: YouTube | Status: Ready | Thumbnail attached | Cross-post enabled",
+          "actionLabel": "Edit Queue"
+        },
+        {
+          "id": "sched_item_2",
+          "component": "ListItem",
+          "title": "Friday @ 6:30 PM - Reel: '5 Quick Studio Lighting Tips'",
+          "subtitle": "Platform: Instagram | Status: Processing Audio | Auto-caption on",
+          "actionLabel": "Edit Queue"
+        },
+        {
+          "id": "sched_item_3",
+          "component": "ListItem",
+          "title": "Saturday @ 12:00 PM - TikTok: 'Is this camera lens worth it?'",
+          "subtitle": "Platform: TikTok | Status: Scheduled | Sound tag added",
+          "actionLabel": "Edit Queue"
+        },
+        {
+          "id": "sched_item_4",
+          "component": "ListItem",
+          "title": "Sunday @ 4:00 PM - Thread: 'Lessons learned scaling to 1M followers'",
+          "subtitle": "Platform: X | Status: Draft Reviewed | 7 Tweets queued",
+          "actionLabel": "Edit Queue"
+        },
+        {
+          "id": "comments_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comments_header",
+            "comments_alert",
+            "comments_list"
+          ]
+        },
+        {
+          "id": "comments_header",
+          "component": "CardHeader",
+          "title": "7. Comments Waiting for a Reply",
+          "subtitle": "Priority audience interactions across all channels"
+        },
+        {
+          "id": "comments_alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "18 Comments Needing Attention",
+          "description": "Replying within 1 hour increases engagement retention by ~35% on fresh posts."
+        },
+        {
+          "id": "comments_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "comment_1",
+            "comment_2",
+            "comment_3"
+          ]
+        },
+        {
+          "id": "comment_1",
+          "component": "ListItem",
+          "title": "@tech_fanatic (YouTube): 'What microphone did you use in the opening shot?'",
+          "subtitle": "Posted 22m ago on 'Building a Full AI App' • AI Suggested: 'I used the Shure SM7B plugged into a Focusrite Clarett interface!'",
+          "actionLabel": "Reply Now"
+        },
+        {
+          "id": "comment_2",
+          "component": "ListItem",
+          "title": "@design_guru (Instagram): 'Is the desk mat from the video custom made?'",
+          "subtitle": "Posted 45m ago on '10 Desk Setup Upgrades' • Priority: High Follower (120k)",
+          "actionLabel": "Reply Now"
+        },
+        {
+          "id": "comment_3",
+          "component": "ListItem",
+          "title": "@dev_dan (X): 'Will you drop a GitHub link for the starter template?'",
+          "subtitle": "Posted 1h ago on 'AI Studio Tech Stack' • AI Suggested: 'Yes! Link is in the video description and pinned thread.'",
+          "actionLabel": "Reply Now"
+        },
+        {
+          "id": "collabs_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "collabs_header",
+            "collabs_accordion"
+          ]
+        },
+        {
+          "id": "collabs_header",
+          "component": "CardHeader",
+          "title": "9. Pending Collaboration Requests",
+          "subtitle": "Brand partnerships and sponsor inquiries awaiting approval"
+        },
+        {
+          "id": "collabs_accordion",
+          "component": "Accordion",
+          "items": [
+            "collab_item_1",
+            "collab_item_2"
+          ]
+        },
+        {
+          "id": "collab_item_1",
+          "component": "AccordionItem",
+          "value": "req_1",
+          "trigger": "Sponsor Offer: TechGear Inc. ($4,500 Budget) - Integrated Video Segment",
+          "content": [
+            "collab_text_1",
+            "collab_btns_1"
+          ]
+        },
+        {
+          "id": "collab_text_1",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Brand: TechGear Inc.\nScope: 60-second dedicated integration in an upcoming YouTube tech roundup.\nProposed Rate: $4,500 USD\nDeliverable Date: Mid-next month"
+        },
+        {
+          "id": "collab_btns_1",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn_accept_1",
+            "btn_decline_1"
+          ]
+        },
+        {
+          "id": "btn_accept_1",
+          "component": "Button",
+          "label": "Accept & Send Media Kit",
+          "variant": "primary"
+        },
+        {
+          "id": "btn_decline_1",
+          "component": "Button",
+          "label": "Decline Request",
+          "variant": "tertiary",
+          "type": "destructive"
+        },
+        {
+          "id": "collab_item_2",
+          "component": "AccordionItem",
+          "value": "req_2",
+          "trigger": "Co-Creator Collab: @AlexCodes (850k subs) - Podcast Guest Appearance",
+          "content": [
+            "collab_text_2",
+            "collab_btns_2"
+          ]
+        },
+        {
+          "id": "collab_text_2",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Creator: Alex River (@AlexCodes)\nFormat: Dual stream / podcast interview regarding AI developer tools.\nProposed Date: Next Tuesday at 2:00 PM EST"
+        },
+        {
+          "id": "collab_btns_2",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn_accept_2",
+            "btn_decline_2"
+          ]
+        },
+        {
+          "id": "btn_accept_2",
+          "component": "Button",
+          "label": "Accept Invitation",
+          "variant": "primary"
+        },
+        {
+          "id": "btn_decline_2",
+          "component": "Button",
+          "label": "Propose Alternate Time",
+          "variant": "secondary"
+        },
+        {
+          "id": "schedule_form_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "schedule_form_header",
+            "schedule_form_element"
+          ]
+        },
+        {
+          "id": "schedule_form_header",
+          "component": "CardHeader",
+          "title": "10. Schedule a New Post",
+          "subtitle": "Compose caption, select target channels, and pick publishing time"
+        },
+        {
+          "id": "schedule_form_element",
+          "component": "Form",
+          "name": "new_post_form",
+          "fields": [
+            "fc_caption",
+            "fc_platforms",
+            "fc_date"
+          ],
+          "buttons": "form_buttons"
+        },
+        {
+          "id": "fc_caption",
+          "component": "FormControl",
+          "label": "Post Caption & Hashtags",
+          "hint": "Supports cross-platform dynamic tags and character limits.",
+          "input": "input_caption"
+        },
+        {
+          "id": "input_caption",
+          "component": "TextArea",
+          "name": "post_caption",
+          "placeholder": "Write your engaging caption here...",
+          "rows": 4
+        },
+        {
+          "id": "fc_platforms",
+          "component": "FormControl",
+          "label": "Target Platforms",
+          "hint": "Select all destinations for this post.",
+          "input": "input_platforms"
+        },
+        {
+          "id": "input_platforms",
+          "component": "CheckBoxGroup",
+          "name": "target_platforms",
+          "items": [
+            "cb_yt",
+            "cb_ig",
+            "cb_tiktok",
+            "cb_x"
+          ]
+        },
+        {
+          "id": "cb_yt",
+          "component": "CheckBoxItem",
+          "name": "yt_target",
+          "label": "YouTube Community / Short",
+          "description": "Video or community update",
+          "defaultChecked": true
+        },
+        {
+          "id": "cb_ig",
+          "component": "CheckBoxItem",
+          "name": "ig_target",
+          "label": "Instagram Feed / Reel",
+          "description": "Visual post or video reel",
+          "defaultChecked": true
+        },
+        {
+          "id": "cb_tiktok",
+          "component": "CheckBoxItem",
+          "name": "tiktok_target",
+          "label": "TikTok",
+          "description": "Short form video clip",
+          "defaultChecked": false
+        },
+        {
+          "id": "cb_x",
+          "component": "CheckBoxItem",
+          "name": "x_target",
+          "label": "X (Twitter)",
+          "description": "Short update or thread starter",
+          "defaultChecked": false
+        },
+        {
+          "id": "fc_date",
+          "component": "FormControl",
+          "label": "Schedule Date & Time",
+          "hint": "Recommended peak time: Thursday @ 6:00 PM EST",
+          "input": "input_date"
+        },
+        {
+          "id": "input_date",
+          "component": "DatePicker",
+          "name": "schedule_date",
+          "mode": "single"
+        },
+        {
+          "id": "form_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn_schedule_submit",
+            "btn_save_draft"
+          ]
+        },
+        {
+          "id": "btn_schedule_submit",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary"
+        },
+        {
+          "id": "btn_save_draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fup_1",
+            "fup_2",
+            "fup_3"
+          ]
+        },
+        {
+          "id": "fup_1",
+          "component": "FollowUpItem",
+          "text": "Filter metrics specifically for YouTube"
+        },
+        {
+          "id": "fup_2",
+          "component": "FollowUpItem",
+          "text": "Generate AI reply drafts for pending comments"
+        },
+        {
+          "id": "fup_3",
+          "component": "FollowUpItem",
+          "text": "Schedule a Thursday 6:00 PM post automatically"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..69172a2f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r2.txt
@@ -0,0 +1,9 @@
+Here is a complete cross-platform creator studio dashboard covering all 11 required elements, including metrics, scheduling controls, engagement management, and platform filtering.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"creator-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5CF6","agentDisplayName":"Creator Studio Pro"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header-card","overview-tabs","schedule-section","analytics-grid","engagement-section","requests-section","followup-suggestions"]},{"id":"header-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["header-top-row","header-separator","header-summary-row"]},{"id":"header-top-row","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-title-box","platform-filter-select"]},{"id":"header-title-box","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["main-heading","sub-heading"]},{"id":"main-heading","component":"Heading","level":"h2","text":"Cross-Platform Studio"},{"id":"sub-heading","component":"TextContent","size":"small","text":"Performance dashboard, audience insights, and content manager"},{"id":"platform-filter-select","component":"Select","name":"platform_filter","placeholder":"Filter by Platform","value":"all","items":["opt-all","opt-youtube","opt-instagram","opt-tiktok","opt-x"]},{"id":"opt-all","component":"SelectItem","value":"all","label":"🌐 All Platforms"},{"id":"opt-youtube","component":"SelectItem","value":"youtube","label":"▶️ YouTube"},{"id":"opt-instagram","component":"SelectItem","value":"instagram","label":"📸 Instagram"},{"id":"opt-tiktok","component":"SelectItem","value":"tiktok","label":"🎵 TikTok"},{"id":"opt-x","component":"SelectItem","value":"x","label":"🐦 X / Twitter"},{"id":"header-separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"header-summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["stat-followers","stat-engagement","stat-earnings","stat-besthour"]},{"id":"stat-followers","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat-followers-val","stat-followers-growth","stat-followers-lbl"]},{"id":"stat-followers-val","component":"Heading","level":"h3","text":"482.5K"},{"id":"stat-followers-growth","component":"Tag","text":"+12.4% this month","variant":"success","size":"sm"},{"id":"stat-followers-lbl","component":"TextContent","size":"small","text":"Total Followers"},{"id":"stat-engagement","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat-engagement-val","stat-engagement-tag","stat-engagement-lbl"]},{"id":"stat-engagement-val","component":"Heading","level":"h3","text":"5.87%"},{"id":"stat-engagement-tag","component":"Tag","text":"+0.6% vs avg","variant":"info","size":"sm"},{"id":"stat-engagement-lbl","component":"TextContent","size":"small","text":"Avg Engagement Rate"},{"id":"stat-earnings","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat-earnings-val","stat-earnings-tag","stat-earnings-lbl"]},{"id":"stat-earnings-val","component":"Heading","level":"h3","text":"$14,250"},{"id":"stat-earnings-tag","component":"Tag","text":"+$2.1K ad rev","variant":"success","size":"sm"},{"id":"stat-earnings-lbl","component":"TextContent","size":"small","text":"Earnings This Month"},{"id":"stat-besthour","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat-besthour-val","stat-besthour-tag","stat-besthour-lbl"]},{"id":"stat-besthour-val","component":"Heading","level":"h3","text":"6:00 PM"},{"id":"stat-besthour-tag","component":"Tag","text":"Thursdays / Fridays","variant":"warning","size":"sm"},{"id":"stat-besthour-lbl","component":"TextContent","size":"small","text":"Best Hour to Post"},{"id":"overview-tabs","component":"Tabs","items":["tab-content","tab-audience","tab-earnings"]},{"id":"tab-content","component":"TabItem","value":"content","trigger":"🔥 Best Posts This Month","content":["best-posts-card"]},{"id":"best-posts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["best-posts-title","best-posts-table"]},{"id":"best-posts-title","component":"CardHeader","title":"Top Performing Content","subtitle":"Ranked by total reach across active platforms over the last 30 days"},{"id":"best-posts-table","component":"Table","columns":["col-post-title","col-post-platform","col-post-reach","col-post-eng"]},{"id":"col-post-title","component":"Col","label":"Post Title / Asset","type":"string","data":["AI Workflow Masterclass 2025","Desk Setup Tour & Tech Gear","10 Productivity Hacks in 60s","Weekly Tech Q&A Live Stream"]},{"id":"col-post-platform","component":"Col","label":"Platform","type":"string","data":["▶️ YouTube","📸 Instagram","🎵 TikTok","▶️ YouTube"]},{"id":"col-post-reach","component":"Col","label":"Reach / Views","type":"string","data":["1,240,000","890,000","650,000","310,000"]},{"id":"col-post-eng","component":"Col","label":"Engagement","type":"string","data":["8.2%","6.4%","9.1%","4.5%"]},{"id":"tab-audience","component":"TabItem","value":"audience","trigger":"📊 Audience Split","content":["audience-card"]},{"id":"audience-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["audience-title","audience-chart"]},{"id":"audience-title","component":"CardHeader","title":"Audience Distribution by Platform","subtitle":"Follower share breakdown across all connected accounts"},{"id":"audience-chart","component":"PieChart","variant":"donut","labels":["YouTube","Instagram","TikTok","X / Twitter"],"values":[210000,145000,92000,35500]},{"id":"tab-earnings","component":"TabItem","value":"earnings","trigger":"💰 Revenue Breakdown","content":["earnings-card"]},{"id":"earnings-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["earnings-title","earnings-chart"]},{"id":"earnings-title","component":"CardHeader","title":"Monetization Streams (This Month)","subtitle":"Income from ads, sponsorships, affiliate, and memberships"},{"id":"earnings-chart","component":"HorizontalBarChart","labels":["Sponsorships","Ad Revenue","Affiliates","Memberships"],"series":["series-earnings-val"],"xLabel":"Revenue ($USD)","yLabel":"Source"},{"id":"series-earnings-val","component":"Series","category":"Earnings","values":[7500,4200,1650,900]},{"id":"schedule-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["schedule-header","schedule-grid"]},{"id":"schedule-header","component":"CardHeader","title":"🗓️ Post Scheduler & Upcoming Queue","subtitle":"Schedule new posts or view content ready for release this week"},{"id":"schedule-grid","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["schedule-form-card","scheduled-list-card"]},{"id":"schedule-form-card","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["schedule-form-title","schedule-form"]},{"id":"schedule-form-title","component":"TextContent","size":"large-heavy","text":"Create & Schedule Post"},{"id":"schedule-form","component":"Form","name":"schedule_post_form","fields":["fc-platform","fc-caption","fc-datetime"],"buttons":"schedule-btn-group"},{"id":"fc-platform","component":"FormControl","label":"Target Platform","input":"schedule-platform-select","hint":"Select destination network"},{"id":"schedule-platform-select","component":"Select","name":"target_platform","placeholder":"Choose platform...","items":["s-opt-yt","s-opt-ig","s-opt-tt","s-opt-x"]},{"id":"s-opt-yt","component":"SelectItem","value":"youtube","label":"▶️ YouTube Video / Short"},{"id":"s-opt-ig","component":"SelectItem","value":"instagram","label":"📸 Instagram Reel / Post"},{"id":"s-opt-tt","component":"SelectItem","value":"tiktok","label":"🎵 TikTok Video"},{" sustained":"s-opt-x","component":"SelectItem","value":"x","label":"🐦 X Post / Thread"},{"id":"s-opt-x","component":"SelectItem","value":"x","label":"🐦 X Post / Thread"},{"id":"fc-caption","component":"FormControl","label":"Post Caption & Hashtags","input":"schedule-caption-textarea","hint":"Write your main post text and hashtags"},{"id":"schedule-caption-textarea","component":"TextArea","name":"caption","placeholder":"What's on your mind? Add caption, tags, and links...","rows":4},{"id":"fc-datetime","component":"FormControl","label":"Publish Date & Time","input":"schedule-date-picker","hint":"Recommended peak hour: Today at 6:00 PM"},{"id":"schedule-date-picker","component":"DatePicker","name":"scheduled_date","mode":"single"},{"id":"schedule-btn-group","component":"Buttons","direction":"row","buttons":["btn-submit-schedule","btn-draft"]},{"id":"btn-submit-schedule","component":"Button","label":"Schedule Post","variant":"primary"},{"id":"btn-draft","component":"Button","label":"Save Draft","variant":"secondary"},{"id":"scheduled-list-card","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["scheduled-list-title","scheduled-list-block"]},{"id":"scheduled-list-title","component":"TextContent","size":"large-heavy","text":"Scheduled For This Week (4)"},{"id":"scheduled-list-block","component":"ListBlock","variant":"image","items":["item-sched-1","item-sched-2","item-sched-3","item-sched-4"]},{"id":"item-sched-1","component":"ListItem","title":"▶️ YouTube: Top 5 Camera Settings for Vloggers","subtitle":"Thu, Oct 24 • 6:00 PM (Peak Hour Optimal)","actionLabel":"Edit"},{"id":"item-sched-2","component":"ListItem","title":"📸 Instagram: Studio Lighting Behind the Scenes","subtitle":"Fri, Oct 25 • 5:30 PM","actionLabel":"Edit"},{"id":"item-sched-3","component":"ListItem","title":"🎵 TikTok: Quick Editing Hack in 30 Seconds","subtitle":"Sat, Oct 26 • 2:00 PM","actionLabel":"Edit"},{"id":"item-sched-4","component":"ListItem","title":"🐦 X: Thread on Monetizing Creator Channels","subtitle":"Sun, Oct 27 • 10:00 AM","actionLabel":"Edit"]},{"id":"analytics-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["best-hour-card","aud-split-quick-card"]},{"id":"best-hour-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["best-hour-header","best-hour-callout","best-hour-chart"]},{"id":"best-hour-header","component":"CardHeader","title":"⚡ Peak Audience Engagement Hours","subtitle":"Historical response analysis across all platforms"},{"id":"best-hour-callout","component":"TextCallout","variant":"info","title":"Optimal Posting Time Found","description":"Your audience is most active between 5:00 PM and 7:00 PM. Scheduling during 6:00 PM generates ~34% higher initial impressions."},{"id":"best-hour-chart","component":"BarChart","labels":["12PM","2PM","4PM","6PM","8PM","10PM"],"series":["series-eng-hours"],"xLabel":"Time of Day","yLabel":"Engagement Score"},{"id":"series-eng-hours","component":"Series","category":"Activity Index","values":[42,58,75,98,82,51]},{"id":"aud-split-quick-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["aud-split-header","aud-radar-chart"]},{"id":"aud-split-header","component":"CardHeader","title":"🎯 Platform Demographics Radar","subtitle":"Audience overlap and platform strength analysis"},{"id":"aud-radar-chart","component":"RadarChart","labels":["Reach","Engagement","Monetization","Retention","Growth"],"series":["series-yt-radar","series-ig-radar"]},{"id":"series-yt-radar","component":"Series","category":"YouTube","values":[90,75,88,95,70]},{"id":"series-ig-radar","component":"Series","category":"Instagram","values":[75,85,62,68,80]},{"id":"engagement-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["eng-header","eng-comments-accordion"]},{"id":"eng-header","component":"CardHeader","title":"💬 Comments Waiting for Reply (5 Unanswered)","subtitle":"Prioritized high-intent comments from your recent posts"},{"id":"eng-comments-accordion","component":"Accordion","items":["acc-c1","acc-c2","acc-c3"]},{"id":"acc-c1","component":"AccordionItem","value":"c1","trigger":"▶️ YouTube • @tech_enthusiast: \"What lens did you use for the 4K B-roll shots?\"","content":["c1-reply-box"]},{"id":"c1-reply-box","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["c1-text","c1-input","c1-btn-row"]},{"id":"c1-text","component":"TextContent","size":"small","text":"Posted 2 hours ago on 'AI Workflow Masterclass 2025'"},{"id":"c1-input","component":"Input","name":"reply_c1","placeholder":"Type your reply as Creator Studio..."},{"id":"c1-btn-row","component":"Buttons","direction":"row","buttons":["btn-reply-1","btn-heart-1"]},{"id":"btn-reply-1","component":"Button","label":"Send Reply","variant":"primary","size":"small"},{"id":"btn-heart-1","component":"Button","label":"❤️ Heart & Reply","variant":"secondary","size":"small"},{"id":"acc-c2","component":"AccordionItem","value":"c2","trigger":"📸 Instagram • @design_sarah: \"Could you share the color grading preset link?\"","content":["c2-reply-box"]},{"id":"c2-reply-box","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["c2-text","c2-input","c2-btn-row"]},{"id":"c2-text","component":"TextContent","size":"small","text":"Posted 4 hours ago on 'Desk Setup Tour & Tech Gear'"},{"id":"c2-input","component":"Input","name":"reply_c2","placeholder":"Type your reply..."},{"id":"c2-btn-row","component":"Buttons","direction":"row","buttons":["btn-reply-2"]},{"id":"btn-reply-2","component":"Button","label":"Send Reply","variant":"primary","size":"small"},{"id":"acc-c3","component":"AccordionItem","value":"c3","trigger":"🎵 TikTok • @vlog_mark: \"Part 2 coming out this week??\"","content":["c3-reply-box"]},{"id":"c3-reply-box","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["c3-text","c3-input","c3-btn-row"]},{"id":"c3-text","component":"TextContent","size":"small","text":"Posted 6 hours ago on '10 Productivity Hacks'"},{"id":"c3-input","component":"Input","name":"reply_c3","placeholder":"Type your reply..."},{"id":"c3-btn-row","component":"Buttons","direction":"row","buttons":["btn-reply-3"]},{"id":"btn-reply-3","component":"Button","label":"Send Reply","variant":"primary","size":"small"]},{"id":"requests-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["req-header","req-table"]},{"id":"req-header","component":"CardHeader","title":"🤝 Pending Collaboration Requests","subtitle":"Inbound brand deals, sponsorships, and cross-promotions"},{"id":"req-table","component":"Table","columns":["col-brand","col-type","col-budget","col-deadline","col-action"]},{"id":"col-brand","component":"Col","label":"Brand / Creator","type":"string","data":["Lumina Tech Gear","Aura Audio Labs","SaaSify App"]},{"id":"col-type","component":"Col","label":"Deliverable","type":"string","data":["Dedicated Review Video","Instagram Reel + Story","30s Video Integration"]},{"id":"col-budget","component":"Col","label":"Budget Offer","type":"string","data":["$4,500","$2,200","$1,800"]},{"id":"col-deadline","component":"Col","label":"Target Date","type":"string","data":["Nov 12, 2025","Nov 18, 2025","Dec 01, 2025"]},{"id":"col-action","component":"Col","label":"Status","type":"string","data":["Reviewing Offer","Proposal Sent","Pending Brief"]},{"id":"followup-suggestions","component":"FollowUpBlock","items":["fu-1","fu-2","fu-3"]},{"id":"fu-1","component":"FollowUpItem","text":"Filter studio dashboard to YouTube only"},{"id":"fu-2","component":"FollowUpItem","text":"Auto-fill scheduler with peak Thursday 6:00 PM slot"},{"id":"fu-3","component":"FollowUpItem","text":"Generate draft replies for remaining pending comments"}]}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..2a0964504
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r3.txt
@@ -0,0 +1,650 @@
+Here is a comprehensive cross-platform studio dashboard designed for creators to manage their content, track metrics, schedule posts, and handle interactions across platforms.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator_studio_dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#6366F1",
+      "agentDisplayName": "Creator Studio AI"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator_studio_dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "kpi_grid_card",
+          "middle_row_card",
+          "bottom_row_card"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "header_title_section",
+          "header_controls"
+        ]
+      },
+      {
+        "id": "header_title_section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main_heading",
+          "sub_heading"
+        ]
+      },
+      {
+        "id": "main_heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Creator Studio"
+      },
+      {
+        "id": "sub_heading",
+        "component": "TextContent",
+        "text": "Cross-platform analytics, content scheduling, and community hub",
+        "size": "small"
+      },
+      {
+        "id": "header_controls",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "platform_filter_control",
+          "schedule_modal_block"
+        ]
+      },
+      {
+        "id": "platform_filter_control",
+        "component": "FormControl",
+        "label": "Filter Platform",
+        "hint": "Narrow down studio analytics",
+        "input": "platform_select"
+      },
+      {
+        "id": "platform_select",
+        "component": "Select",
+        "name": "platform_filter",
+        "placeholder": "All Platforms",
+        "value": "all",
+        "items": [
+          "opt_all",
+          "opt_yt",
+          "opt_ig",
+          "opt_tt",
+          "opt_tw"
+        ]
+      },
+      {
+        "id": "opt_all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Platforms"
+      },
+      {
+        "id": "opt_yt",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "YouTube"
+      },
+      {
+        "id": "opt_ig",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "Instagram"
+      },
+      {
+        "id": "opt_tt",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "TikTok"
+      },
+      {
+        "id": "opt_tw",
+        "component": "SelectItem",
+        "value": "x_twitter",
+        "label": "X / Twitter"
+      },
+      {
+        "id": "schedule_modal_block",
+        "component": "DialogBlock",
+        "triggerLabel": "+ Schedule Post",
+        "triggerVariant": "default",
+        "title": "Schedule New Post",
+        "description": "Compose your text/caption and select target platform & time.",
+        "content": [
+          "schedule_form"
+        ]
+      },
+      {
+        "id": "schedule_form",
+        "component": "Form",
+        "name": "schedule_post_form",
+        "fields": [
+          "form_platform_ctrl",
+          "form_caption_ctrl",
+          "form_date_ctrl"
+        ],
+        "buttons": "form_buttons"
+      },
+      {
+        "id": "form_platform_ctrl",
+        "component": "FormControl",
+        "label": "Target Platform",
+        "input": "form_platform_select"
+      },
+      {
+        "id": "form_platform_select",
+        "component": "Select",
+        "name": "target_platform",
+        "placeholder": "Select Platform",
+        "items": [
+          "f_opt_yt",
+          "f_opt_ig",
+          "f_opt_tt",
+          "f_opt_tw"
+        ]
+      },
+      {
+        "id": "f_opt_yt",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "YouTube"
+      },
+      {
+        "id": "f_opt_ig",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "Instagram"
+      },
+      {
+        "id": "f_opt_tt",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "TikTok"
+      },
+      {
+        "id": "f_opt_tw",
+        "component": "SelectItem",
+        "value": "x_twitter",
+        "label": "X / Twitter"
+      },
+      {
+        "id": "form_caption_ctrl",
+        "component": "FormControl",
+        "label": "Post Caption",
+        "hint": "Add your text, hashtags, and links.",
+        "input": "form_caption_input"
+      },
+      {
+        "id": "form_caption_input",
+        "component": "TextArea",
+        "name": "caption",
+        "placeholder": "Write your post caption here...",
+        "rows": 4
+      },
+      {
+        "id": "form_date_ctrl",
+        "component": "FormControl",
+        "label": "Publish Date & Time",
+        "hint": "Select scheduled date",
+        "input": "form_date_picker"
+      },
+      {
+        "id": "form_date_picker",
+        "component": "DatePicker",
+        "name": "schedule_time",
+        "mode": "single"
+      },
+      {
+        "id": "form_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit_post_btn"
+        ]
+      },
+      {
+        "id": "submit_post_btn",
+        "component": "Button",
+        "label": "Confirm Schedule",
+        "variant": "primary"
+      },
+      {
+        "id": "kpi_grid_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "followers_kpi",
+          "engagement_kpi",
+          "earnings_kpi",
+          "best_time_kpi"
+        ]
+      },
+      {
+        "id": "followers_kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "followers_head",
+          "followers_val",
+          "followers_tag"
+        ]
+      },
+      {
+        "id": "followers_head",
+        "component": "CardHeader",
+        "title": "Total Followers",
+        "subtitle": "Across all channels"
+      },
+      {
+        "id": "followers_val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "482,500"
+      },
+      {
+        "id": "followers_tag",
+        "component": "Tag",
+        "text": "+24,800 (+5.4%) past month",
+        "variant": "success"
+      },
+      {
+        "id": "engagement_kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "eng_head",
+          "eng_val",
+          "eng_tag"
+        ]
+      },
+      {
+        "id": "eng_head",
+        "component": "CardHeader",
+        "title": "Engagement Rate",
+        "subtitle": "Avg likes, shares & comments"
+      },
+      {
+        "id": "eng_val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "6.82%"
+      },
+      {
+        "id": "eng_tag",
+        "component": "Tag",
+        "text": "+0.9% vs industry avg (5.9%)",
+        "variant": "info"
+      },
+      {
+        "id": "earnings_kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "earn_head",
+          "earn_val",
+          "earn_tag"
+        ]
+      },
+      {
+        "id": "earn_head",
+        "component": "CardHeader",
+        "title": "Earnings (This Month)",
+        "subtitle": "Ad Revenue + Sponsorships"
+      },
+      {
+        "id": "earn_val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "$12,450.00"
+      },
+      {
+        "id": "earn_tag",
+        "component": "Tag",
+        "text": "+18.2% vs last month",
+        "variant": "success"
+      },
+      {
+        "id": "best_time_kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "time_head",
+          "time_val",
+          "time_tag"
+        ]
+      },
+      {
+        "id": "time_head",
+        "component": "CardHeader",
+        "title": "Best Hour to Post",
+        "subtitle": "Historical engagement peak"
+      },
+      {
+        "id": "time_val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "6:00 PM - 7:00 PM"
+      },
+      {
+        "id": "time_tag",
+        "component": "Tag",
+        "text": "Thursdays & Fridays peak highest",
+        "variant": "neutral"
+      },
+      {
+        "id": "middle_row_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "audience_split_card",
+          "best_posts_card"
+        ]
+      },
+      {
+        "id": "audience_split_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "audience_head",
+          "audience_pie"
+        ]
+      },
+      {
+        "id": "audience_head",
+        "component": "CardHeader",
+        "title": "Audience Split by Platform",
+        "subtitle": "Distribution of 482.5k total followers"
+      },
+      {
+        "id": "audience_pie",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "YouTube",
+          "Instagram",
+          "TikTok",
+          "X / Twitter"
+        ],
+        "values": [
+          210000,
+          145000,
+          82000,
+          45500
+        ]
+      },
+      {
+        "id": "best_posts_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 2,
+        "children": [
+          "best_posts_head",
+          "best_posts_table"
+        ]
+      },
+      {
+        "id": "best_posts_head",
+        "component": "CardHeader",
+        "title": "Best Posts This Month",
+        "subtitle": "Top performing content ranked by total organic reach"
+      },
+      {
+        "id": "best_posts_table",
+        "component": "Table",
+        "columns": [
+          "col_post_title",
+          "col_post_platform",
+          "col_post_reach",
+          "col_post_eng"
+        ]
+      },
+      {
+        "id": "col_post_title",
+        "component": "Col",
+        "label": "Post Content / Title",
+        "type": "string",
+        "data": [
+          "Building a Custom AI Assistant in 10 Mins",
+          "Day in the Life of a Full-time Creator #vlog",
+          "My Entire Camera Setup for 2025",
+          "Top 5 UI Trends you can't ignore"
+        ]
+      },
+      {
+        "id": "col_post_platform",
+        "component": "Col",
+        "label": "Platform",
+        "type": "string",
+        "data": [
+          "YouTube",
+          "TikTok",
+          "Instagram",
+          "X / Twitter"
+        ]
+      },
+      {
+        "id": "col_post_reach",
+        "component": "Col",
+        "label": "Total Reach",
+        "type": "string",
+        "data": [
+          "284,500 views",
+          "192,100 views",
+          "143,800 reach",
+          "88,200 impressions"
+        ]
+      },
+      {
+        "id": "col_post_eng",
+        "component": "Col",
+        "label": "Engagement",
+        "type": "string",
+        "data": [
+          "12.4%",
+          "9.1%",
+          "7.8%",
+          "5.2%"
+        ]
+      },
+      {
+        "id": "bottom_row_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "scheduled_card",
+          "comments_card",
+          "collabs_card"
+        ]
+      },
+      {
+        "id": "scheduled_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "scheduled_head",
+          "scheduled_list"
+        ]
+      },
+      {
+        "id": "scheduled_head",
+        "component": "CardHeader",
+        "title": "Posts Scheduled This Week",
+        "subtitle": "Upcoming automated queue"
+      },
+      {
+        "id": "scheduled_list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "sched_item_1",
+          "sched_item_2",
+          "sched_item_3"
+        ]
+      },
+      {
+        "id": "sched_item_1",
+        "component": "ListItem",
+        "title": "How I Structure My Desk Setup",
+        "subtitle": "YouTube • Tomorrow at 6:00 PM"
+      },
+      {
+        "id": "sched_item_2",
+        "component": "ListItem",
+        "title": "Quick Productivity Tips Thread",
+        "subtitle": "X / Twitter • Friday at 6:30 PM"
+      },
+      {
+        "id": "sched_item_3",
+        "component": "ListItem",
+        "title": "Studio Office Tour Reel",
+        "subtitle": "Instagram • Sunday at 5:45 PM"
+      },
+      {
+        "id": "comments_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "comments_head",
+          "comments_callout",
+          "comments_list"
+        ]
+      },
+      {
+        "id": "comments_head",
+        "component": "CardHeader",
+        "title": "Comments Waiting for Reply",
+        "subtitle": "High-priority viewer engagement"
+      },
+      {
+        "id": "comments_callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "14 Urgent Unanswered Comments",
+        "description": "Replying within 1 hour boosts algorithmic post distribution by up to 25%."
+      },
+      {
+        "id": "comments_list",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "comment_item_1",
+          "comment_item_2"
+        ]
+      },
+      {
+        "id": "comment_item_1",
+        "component": "ListItem",
+        "title": "\"What mic arm are you using in this video?\"",
+        "subtitle": "by @alex_tech • YouTube (AI Assistant Video)",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "comment_item_2",
+        "component": "ListItem",
+        "title": "\"Can you do a tutorial on the color grading next?\"",
+        "subtitle": "by @design_sarah • Instagram Reel",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "collabs_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "collabs_head",
+          "collabs_list"
+        ]
+      },
+      {
+        "id": "collabs_head",
+        "component": "CardHeader",
+        "title": "Pending Collaborations",
+        "subtitle": "Brand deals & sponsor requests"
+      },
+      {
+        "id": "collabs_list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "collab_item_1",
+          "collab_item_2"
+        ]
+      },
+      {
+        "id": "collab_item_1",
+        "component": "ListItem",
+        "title": "TechGear Co. — $3,500 Budget",
+        "subtitle": "Dedicated video review & 60s Instagram Reel integration.",
+        "actionLabel": "Review Offer"
+      },
+      {
+        "id": "collab_item_2",
+        "component": "ListItem",
+        "title": "SaaSFlow App — $1,800 Budget",
+        "subtitle": "X/Twitter thread sponsorship + newsletter mention.",
+        "actionLabel": "Review Offer"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..d075f0034
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-creator__r4.txt
@@ -0,0 +1,762 @@
+Here is the cross-platform creator studio dashboard configured to include all 11 required elements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#8B5CF6",
+      "agentDisplayName": "Creator Analytics & Publishing Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "kpi-section",
+          "tabs-container"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "header-title-group",
+          "platform-filter-select"
+        ]
+      },
+      {
+        "id": "header-title-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "sub-heading"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Creator Studio Dashboard"
+      },
+      {
+        "id": "sub-heading",
+        "component": "TextContent",
+        "text": "Cross-Platform Analytics, Management & Publishing",
+        "size": "small"
+      },
+      {
+        "id": "platform-filter-select",
+        "component": "Select",
+        "name": "platformFilter",
+        "placeholder": "All Platforms",
+        "value": "all",
+        "items": [
+          "filter-all",
+          "filter-yt",
+          "filter-ig",
+          "filter-tt",
+          "filter-x"
+        ]
+      },
+      {
+        "id": "filter-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "🌐 All Platforms"
+      },
+      {
+        "id": "filter-yt",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "📺 YouTube"
+      },
+      {
+        "id": "filter-ig",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "📸 Instagram"
+      },
+      {
+        "id": "filter-tt",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "🎵 TikTok"
+      },
+      {
+        "id": "filter-x",
+        "component": "SelectItem",
+        "value": "x",
+        "label": "🐦 X (Twitter)"
+      },
+      {
+        "id": "kpi-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi-followers",
+          "kpi-engagement",
+          "kpi-earnings",
+          "kpi-best-time"
+        ]
+      },
+      {
+        "id": "kpi-followers",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-followers-title",
+          "kpi-followers-val",
+          "kpi-followers-growth"
+        ]
+      },
+      {
+        "id": "kpi-followers-title",
+        "component": "TextContent",
+        "text": "Total Followers",
+        "size": "small"
+      },
+      {
+        "id": "kpi-followers-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "1,248,500"
+      },
+      {
+        "id": "kpi-followers-growth",
+        "component": "Tag",
+        "text": "+42,300 (+3.5% this month)",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-engagement",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-eng-title",
+          "kpi-eng-val",
+          "kpi-eng-badge"
+        ]
+      },
+      {
+        "id": "kpi-eng-title",
+        "component": "TextContent",
+        "text": "Engagement Rate",
+        "size": "small"
+      },
+      {
+        "id": "kpi-eng-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "5.82%"
+      },
+      {
+        "id": "kpi-eng-badge",
+        "component": "Tag",
+        "text": "+0.6% vs last month",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-earnings",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-earn-title",
+          "kpi-earn-val",
+          "kpi-earn-badge"
+        ]
+      },
+      {
+        "id": "kpi-earn-title",
+        "component": "TextContent",
+        "text": "Earnings This Month",
+        "size": "small"
+      },
+      {
+        "id": "kpi-earn-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$14,850.00"
+      },
+      {
+        "id": "kpi-earn-badge",
+        "component": "Tag",
+        "text": "On track for $18k goal",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-best-time",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-time-title",
+          "kpi-time-val",
+          "kpi-time-subtitle"
+        ]
+      },
+      {
+        "id": "kpi-time-title",
+        "component": "TextContent",
+        "text": "Best Hour to Post",
+        "size": "small"
+      },
+      {
+        "id": "kpi-time-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "6:00 PM EST"
+      },
+      {
+        "id": "kpi-time-subtitle",
+        "component": "Tag",
+        "text": "Thursdays & Fridays",
+        "variant": "neutral",
+        "size": "sm"
+      },
+      {
+        "id": "tabs-container",
+        "component": "Tabs",
+        "items": [
+          "tab-content",
+          "tab-schedule",
+          "tab-inbox"
+        ]
+      },
+      {
+        "id": "tab-content",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "📊 Analytics & Audience",
+        "content": [
+          "analytics-grid"
+        ]
+      },
+      {
+        "id": "analytics-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "left-analytics-card",
+          "right-analytics-card"
+        ]
+      },
+      {
+        "id": "left-analytics-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "audience-heading",
+          "audience-chart",
+          "audience-breakdown-tags"
+        ]
+      },
+      {
+        "id": "audience-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Audience Split by Platform"
+      },
+      {
+        "id": "audience-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": [
+          "YouTube",
+          "Instagram",
+          "TikTok",
+          "X (Twitter)"
+        ],
+        "values": [
+          520000,
+          380000,
+          240000,
+          108500
+        ]
+      },
+      {
+        "id": "audience-breakdown-tags",
+        "component": "TagBlock",
+        "tags": [
+          "YouTube: 41.6%",
+          "Instagram: 30.4%",
+          "TikTok: 19.2%",
+          "X: 8.7%"
+        ]
+      },
+      {
+        "id": "right-analytics-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "best-posts-heading",
+          "best-posts-table"
+        ]
+      },
+      {
+        "id": "best-posts-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Best Posts This Month"
+      },
+      {
+        "id": "best-posts-table",
+        "component": "Table",
+        "columns": [
+          "col-post-title",
+          "col-post-platform",
+          "col-post-reach",
+          "col-post-eng"
+        ]
+      },
+      {
+        "id": "col-post-title",
+        "component": "Col",
+        "label": "Post Content / Title",
+        "type": "string",
+        "data": [
+          "Building a Custom AI Assistant from Scratch",
+          "Day in the Life of a Full-Time Creator",
+          "Desk Setup Tour 2025 Edition",
+          "Top 5 Productivity Tools I Use Daily"
+        ]
+      },
+      {
+        "id": "col-post-platform",
+        "component": "Col",
+        "label": "Platform",
+        "type": "string",
+        "data": [
+          "YouTube",
+          "TikTok",
+          "Instagram",
+          "X (Twitter)"
+        ]
+      },
+      {
+        "id": "col-post-reach",
+        "component": "Col",
+        "label": "Reach / Impressions",
+        "type": "number",
+        "data": [
+          485000,
+          310000,
+          195000,
+          88000
+        ]
+      },
+      {
+        "id": "col-post-eng",
+        "component": "Col",
+        "label": "Engagement",
+        "type": "string",
+        "data": [
+          "8.4%",
+          "11.2%",
+          "6.9%",
+          "4.5%"
+        ]
+      },
+      {
+        "id": "tab-schedule",
+        "component": "TabItem",
+        "value": "schedule",
+        "trigger": "📅 Publishing & Schedule",
+        "content": [
+          "publishing-layout"
+        ]
+      },
+      {
+        "id": "publishing-layout",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "schedule-form-card",
+          "scheduled-list-card"
+        ]
+      },
+      {
+        "id": "schedule-form-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "form-heading",
+          "schedule-post-form"
+        ]
+      },
+      {
+        "id": "form-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Schedule a New Post"
+      },
+      {
+        "id": "schedule-post-form",
+        "component": "Form",
+        "name": "scheduleForm",
+        "fields": [
+          "field-platform",
+          "field-caption",
+          "field-datetime"
+        ],
+        "buttons": "form-actions"
+      },
+      {
+        "id": "field-platform",
+        "component": "FormControl",
+        "label": "Target Platform",
+        "input": "input-platform-select"
+      },
+      {
+        "id": "input-platform-select",
+        "component": "Select",
+        "name": "targetPlatform",
+        "placeholder": "Select platform",
+        "items": [
+          "sel-yt",
+          "sel-ig",
+          "sel-tt",
+          "sel-x"
+        ]
+      },
+      {
+        "id": "sel-yt",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "YouTube"
+      },
+      {
+        "id": "sel-ig",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "Instagram"
+      },
+      {
+        "id": "sel-tt",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "TikTok"
+      },
+      {
+        "id": "sel-x",
+        "component": "SelectItem",
+        "value": "x",
+        "label": "X (Twitter)"
+      },
+      {
+        "id": "field-caption",
+        "component": "FormControl",
+        "label": "Caption & Content",
+        "hint": "Best time to post is suggested at 6:00 PM EST",
+        "input": "input-caption-textarea"
+      },
+      {
+        "id": "input-caption-textarea",
+        "component": "TextArea",
+        "name": "captionText",
+        "placeholder": "Write your post caption, tags, and links here...",
+        "rows": 4
+      },
+      {
+        "id": "field-datetime",
+        "component": "FormControl",
+        "label": "Schedule Date & Time",
+        "input": "input-datetime-picker"
+      },
+      {
+        "id": "input-datetime-picker",
+        "component": "DatePicker",
+        "name": "scheduledTime",
+        "mode": "single"
+      },
+      {
+        "id": "form-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-schedule"
+        ]
+      },
+      {
+        "id": "btn-submit-schedule",
+        "component": "Button",
+        "label": "Schedule Post",
+        "variant": "primary"
+      },
+      {
+        "id": "scheduled-list-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "scheduled-heading",
+          "scheduled-posts-list"
+        ]
+      },
+      {
+        "id": "scheduled-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Posts Scheduled This Week"
+      },
+      {
+        "id": "scheduled-posts-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "sch-item-1",
+          "sch-item-2",
+          "sch-item-3",
+          "sch-item-4"
+        ]
+      },
+      {
+        "id": "sch-item-1",
+        "component": "ListItem",
+        "title": "📸 Instagram: Top 5 Creator Microphones Comparison",
+        "subtitle": "Scheduled for Tomorrow at 6:00 PM EST",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "sch-item-2",
+        "component": "ListItem",
+        "title": "📺 YouTube: How I Automated My Content Workflow",
+        "subtitle": "Scheduled for Thursday at 6:00 PM EST",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "sch-item-3",
+        "component": "ListItem",
+        "title": "🎵 TikTok: Quick Studio Tour Teaser",
+        "subtitle": "Scheduled for Friday at 6:00 PM EST",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "sch-item-4",
+        "component": "ListItem",
+        "title": "🐦 X: Thread on AI video editing tools",
+        "subtitle": "Scheduled for Saturday at 2:00 PM EST",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "tab-inbox",
+        "component": "TabItem",
+        "value": "inbox",
+        "trigger": "💬 Comments & Collabs",
+        "content": [
+          "inbox-layout"
+        ]
+      },
+      {
+        "id": "inbox-layout",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": [
+          "comments-card",
+          "collabs-card"
+        ]
+      },
+      {
+        "id": "comments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "comments-heading",
+          "comments-accordion"
+        ]
+      },
+      {
+        "id": "comments-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Comments Waiting for Reply (3)"
+      },
+      {
+        "id": "comments-accordion",
+        "component": "Accordion",
+        "items": [
+          "comment-item-1",
+          "comment-item-2",
+          "comment-item-3"
+        ]
+      },
+      {
+        "id": "comment-item-1",
+        "component": "AccordionItem",
+        "value": "c1",
+        "trigger": "📺 @tech_fanatic on 'Building a Custom AI Assistant'",
+        "content": [
+          "c1-text",
+          "c1-reply-input",
+          "c1-reply-btn"
+        ]
+      },
+      {
+        "id": "c1-text",
+        "component": "TextContent",
+        "text": "“Awesome video! Which LLM provider did you use for the real-time response latency?”"
+      },
+      {
+        "id": "c1-reply-input",
+        "component": "Input",
+        "name": "reply_c1",
+        "placeholder": "Write a quick reply..."
+      },
+      {
+        "id": "c1-reply-btn",
+        "component": "Button",
+        "label": "Send Reply",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "comment-item-2",
+        "component": "AccordionItem",
+        "value": "c2",
+        "trigger": "📸 @design_daily on 'Desk Setup Tour 2025'",
+        "content": [
+          "c2-text",
+          "c2-reply-input",
+          "c2-reply-btn"
+        ]
+      },
+      {
+        "id": "c2-text",
+        "component": "TextContent",
+        "text": "“Where is that desk lamp from? Link please!”"
+      },
+      {
+        "id": "c2-reply-input",
+        "component": "Input",
+        "name": "reply_c2",
+        "placeholder": "Write a quick reply..."
+      },
+      {
+        "id": "c2-reply-btn",
+        "component": "Button",
+        "label": "Send Reply",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "comment-item-3",
+        "component": "AccordionItem",
+        "value": "c3",
+        "trigger": "🎵 @creative_vibe on 'Quick Studio Tour Teaser'",
+        "content": [
+          "c3-text",
+          "c3-reply-input",
+          "c3-reply-btn"
+        ]
+      },
+      {
+        "id": "c3-text",
+        "component": "TextContent",
+        "text": "“Can you do a tutorial on your lighting setup next?”"
+      },
+      {
+        "id": "c3-reply-input",
+        "component": "Input",
+        "name": "reply_c3",
+        "placeholder": "Write a quick reply..."
+      },
+      {
+        "id": "c3-reply-btn",
+        "component": "Button",
+        "label": "Send Reply",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "collabs-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "collabs-heading",
+          "collabs-list"
+        ]
+      },
+      {
+        "id": "collabs-heading",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Pending Collaboration Requests (2)"
+      },
+      {
+        "id": "collabs-list",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "collab-item-1",
+          "collab-item-2"
+        ]
+      },
+      {
+        "id": "collab-item-1",
+        "component": "ListItem",
+        "title": "TechGear Pro — Sponsored Video Integration",
+        "subtitle": "Budget: $4,500 | Scope: Dedicated 60s integration on YouTube channel",
+        "actionLabel": "Review Terms"
+      },
+      {
+        "id": "collab-item-2",
+        "component": "ListItem",
+        "title": "FlowApp Studio — Co-created Short/Reel Series",
+        "subtitle": "Budget: $2,800 + Revenue Share | Scope: 3 Instagram Reels / TikToks",
+        "actionLabel": "Review Terms"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..018f86ea6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,960 @@
+Here is the complete Hospital Operations Command View interface designed to cover all 12 operational metrics and workflows.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Hospital Operations Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "top-bar-card",
+            "critical-alerts-card",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "top-bar-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-info",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "title-text",
+            "subtitle-text"
+          ]
+        },
+        {
+          "id": "title-text",
+          "component": "Heading",
+          "level": "h2",
+          "text": "St. Jude Memorial Hospital - Operations Command"
+        },
+        {
+          "id": "subtitle-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time facility status, capacity tracking, and clinical workflow management."
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "date-picker-control",
+            "incident-dialog"
+          ]
+        },
+        {
+          "id": "date-picker-control",
+          "component": "FormControl",
+          "label": "View Date",
+          "input": "date-picker-input"
+        },
+        {
+          "id": "date-picker-input",
+          "component": "DatePicker",
+          "name": "viewDate",
+          "mode": "single",
+          "value": ["2025-05-18"]
+        },
+        {
+          "id": "incident-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File Incident Report",
+          "triggerVariant": "destructive",
+          "title": "File Operational Incident Report",
+          "description": "Report urgent facility, clinical, or safety incidents directly to command staff.",
+          "content": [
+            "incident-form"
+          ]
+        },
+        {
+          "id": "incident-form",
+          "component": "Form",
+          "name": "incidentReportForm",
+          "fields": [
+            "fc-incident-type",
+            "fc-incident-location",
+            "fc-incident-desc"
+          ],
+          "buttons": "incident-form-btns"
+        },
+        {
+          "id": "fc-incident-type",
+          "component": "FormControl",
+          "label": "Incident Category",
+          "input": "select-incident-type"
+        },
+        {
+          "id": "select-incident-type",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select severity/type",
+          "items": ["opt-type-1", "opt-type-2", "opt-type-3", "opt-type-4"]
+        },
+        {
+          "id": "opt-type-1",
+          "component": "SelectItem",
+          "label": "Code Blue / Medical Emergency",
+          "value": "code_blue"
+        },
+        {
+          "id": "opt-type-2",
+          "component": "SelectItem",
+          "label": "Facility / Equipment Failure",
+          "value": "facility"
+        },
+        {
+          "id": "opt-type-3",
+          "component": "SelectItem",
+          "label": "Staffing / Security Contention",
+          "value": "security"
+        },
+        {
+          "id": "opt-type-4",
+          "component": "SelectItem",
+          "label": "Supply Shortage / Logistics Alert",
+          "value": "supply"
+        },
+        {
+          "id": "fc-incident-location",
+          "component": "FormControl",
+          "label": "Location / Unit",
+          "input": "input-incident-loc"
+        },
+        {
+          "id": "input-incident-loc",
+          "component": "Input",
+          "name": "incidentLocation",
+          "placeholder": "e.g. ER Bay 4, OR Suite 2, ICU West"
+        },
+        {
+          "id": "fc-incident-desc",
+          "component": "FormControl",
+          "label": "Detailed Incident Description",
+          "input": "area-incident-desc"
+        },
+        {
+          "id": "area-incident-desc",
+          "component": "TextArea",
+          "name": "incidentDescription",
+          "placeholder": "Provide concise timeline and resources required...",
+          "rows": 4
+        },
+        {
+          "id": "incident-form-btns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit-incident"]
+        },
+        {
+          "id": "btn-submit-incident",
+          "component": "Button",
+          "label": "Submit Alert & Dispatch Staff",
+          "type": "destructive",
+          "variant": "primary"
+        },
+        {
+          "id": "critical-alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "alert-heading",
+            "critical-alerts-row"
+          ]
+        },
+        {
+          "id": "alert-heading",
+          "component": "CardHeader",
+          "title": "Immediate Priority Alerts",
+          "subtitle": "Requires action or resource reallocation within 15 minutes"
+        },
+        {
+          "id": "critical-alerts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "er-alert",
+            "critical-patient-alert"
+          ]
+        },
+        {
+          "id": "er-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "ER Surge Warning: 42 Min Avg Wait",
+          "description": "14 patients in triage. Surge protocol level 2 suggested to unlock overflow beds."
+        },
+        {
+          "id": "critical-patient-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "2 Critical Patients Await ICU Bed Transfer",
+          "description": "Patients #8839 (Cardiac) and #9102 (Trauma) currently holding in ER."
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-patients",
+            "tab-or-staff",
+            "tab-supplies"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Dashboard Overview",
+          "content": ["overview-container"]
+        },
+        {
+          "id": "overview-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "metrics-grid-card",
+            "charts-row-card"
+          ]
+        },
+        {
+          "id": "metrics-grid-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "metric-bed-occ",
+            "metric-er-wait",
+            "metric-discharges",
+            "metric-critical"
+          ]
+        },
+        {
+          "id": "metric-bed-occ",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "bed-occ-head",
+            "bed-occ-prog",
+            "bed-occ-text"
+          ]
+        },
+        {
+          "id": "bed-occ-head",
+          "component": "CardHeader",
+          "title": "Bed Occupancy",
+          "subtitle": "342 / 380 Total Beds Occupied"
+        },
+        {
+          "id": "bed-occ-prog",
+          "component": "Progress",
+          "value": 90,
+          "label": "90% Occupied"
+        },
+        {
+          "id": "bed-occ-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "• ICU: 96% (24/25)\n• Med-Surg: 88% (210/238)\n• Pediatrics: 72% (36/50)"
+        },
+        {
+          "id": "metric-er-wait",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "er-wait-head",
+            "er-wait-value",
+            "er-wait-badge"
+          ]
+        },
+        {
+          "id": "er-wait-head",
+          "component": "CardHeader",
+          "title": "Current ER Wait",
+          "subtitle": "Door to Doctor Average"
+        },
+        {
+          "id": "er-wait-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "42 mins"
+        },
+        {
+          "id": "er-wait-badge",
+          "component": "Badge",
+          "text": "+12m higher than target",
+          "variant": "destructive"
+        },
+        {
+          "id": "metric-discharges",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "discharges-head",
+            "discharges-value",
+            "discharges-badge"
+          ]
+        },
+        {
+          "id": "discharges-head",
+          "component": "CardHeader",
+          "title": "Ready for Discharge",
+          "subtitle": "Orders signed & awaiting exit"
+        },
+        {
+          "id": "discharges-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "18 Patients"
+        },
+        {
+          "id": "discharges-badge",
+          "component": "Badge",
+          "text": "11 Pending Transport",
+          "variant": "secondary"
+        },
+        {
+          "id": "metric-critical",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "critical-head",
+            "critical-value",
+            "critical-badge"
+          ]
+        },
+        {
+          "id": "critical-head",
+          "component": "CardHeader",
+          "title": "Critical Status Patients",
+          "subtitle": "Code Red / ICU Watch"
+        },
+        {
+          "id": "critical-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "7 Patients"
+        },
+        {
+          "id": "critical-badge",
+          "component": "Badge",
+          "text": "High Priority Monitoring",
+          "variant": "destructive"
+        },
+        {
+          "id": "charts-row-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "chart-admissions-card",
+            "chart-dept-card"
+          ]
+        },
+        {
+          "id": "chart-admissions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "admissions-chart-head",
+            "admissions-line-chart"
+          ]
+        },
+        {
+          "id": "admissions-chart-head",
+          "component": "CardHeader",
+          "title": "Admissions Over Past Two Weeks",
+          "subtitle": "Daily total hospital admissions (May 05 - May 18)"
+        },
+        {
+          "id": "admissions-line-chart",
+          "component": "LineChart",
+          "xLabel": "Date",
+          "yLabel": "Admissions",
+          "variant": "natural",
+          "labels": ["05/05", "05/06", "05/07", "05/08", "05/09", "05/10", "05/11", "05/12", "05/13", "05/14", "05/15", "05/16", "05/17", "05/18"],
+          "series": ["series-admissions"]
+        },
+        {
+          "id": "series-admissions",
+          "component": "Series",
+          "category": "Daily Admissions",
+          "values": [42, 38, 45, 51, 48, 62, 58, 44, 49, 53, 50, 65, 59, 61]
+        },
+        {
+          "id": "chart-dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "dept-chart-head",
+            "dept-bar-chart"
+          ]
+        },
+        {
+          "id": "dept-chart-head",
+          "component": "CardHeader",
+          "title": "Patients per Department",
+          "subtitle": "Active admitted patient breakdown"
+        },
+        {
+          "id": "dept-bar-chart",
+          "component": "BarChart",
+          "xLabel": "Department",
+          "yLabel": "Patients",
+          "variant": "grouped",
+          "labels": ["Emergency", "ICU", "Med-Surg", "Pediatrics", "Cardiology", "Orthopedics", "Oncology"],
+          "series": ["series-dept-patients"]
+        },
+        {
+          "id": "series-dept-patients",
+          "component": "Series",
+          "category": "Current Patient Count",
+          "values": [54, 24, 112, 36, 45, 38, 33]
+        },
+        {
+          "id": "tab-patients",
+          "component": "TabItem",
+          "value": "patients",
+          "trigger": "Critical & Patient Flow",
+          "content": ["patients-flow-container"]
+        },
+        {
+          "id": "patients-flow-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transfer-request-card",
+            "patient-sections-card"
+          ]
+        },
+        {
+          "id": "transfer-request-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "transfer-head",
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfer-head",
+          "component": "CardHeader",
+          "title": "Request Patient Transfer",
+          "subtitle": "Initiate intra-facility or external bed transfer request"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "patientTransferForm",
+          "fields": [
+            "tf-patient-id",
+            "tf-current-loc",
+            "tf-target-dept",
+            "tf-priority"
+          ],
+          "buttons": "transfer-btns"
+        },
+        {
+          "id": "tf-patient-id",
+          "component": "FormControl",
+          "label": "Patient ID / Name",
+          "input": "input-patient-id"
+        },
+        {
+          "id": "input-patient-id",
+          "component": "Input",
+          "name": "patientId",
+          "placeholder": "e.g. PT-8839 (John Doe)"
+        },
+        {
+          "id": "tf-current-loc",
+          "component": "FormControl",
+          "label": "Current Location",
+          "input": "input-current-loc"
+        },
+        {
+          "id": "input-current-loc",
+          "component": "Input",
+          "name": "currentLocation",
+          "placeholder": "e.g. ER Bed 04"
+        },
+        {
+          "id": "tf-target-dept",
+          "component": "FormControl",
+          "label": "Target Department / Bed Type",
+          "input": "select-target-dept"
+        },
+        {
+          "id": "select-target-dept",
+          "component": "Select",
+          "name": "targetDepartment",
+          "placeholder": "Select department",
+          "items": ["t-icu", "t-medsurg", "t-peds", "t-stepdown", "t-ext"]
+        },
+        {
+          "id": "t-icu",
+          "component": "SelectItem",
+          "label": "ICU - Intensive Care Unit",
+          "value": "icu"
+        },
+        {
+          "id": "t-medsurg",
+          "component": "SelectItem",
+          "label": "Med-Surg General Ward",
+          "value": "medsurg"
+        },
+        {
+          "id": "t-peds",
+          "component": "SelectItem",
+          "label": "Pediatric Unit",
+          "value": "pediatrics"
+        },
+        {
+          "id": "t-stepdown",
+          "component": "SelectItem",
+          "label": "Cardiac Step-down",
+          "value": "stepdown"
+        },
+        {
+          "id": "t-ext",
+          "component": "SelectItem",
+          "label": "External Facility Transfer",
+          "value": "external"
+        },
+        {
+          "id": "tf-priority",
+          "component": "FormControl",
+          "label": "Transfer Priority",
+          "input": "radio-transfer-priority"
+        },
+        {
+          "id": "radio-transfer-priority",
+          "component": "RadioGroup",
+          "name": "transferPriority",
+          "defaultValue": "urgent",
+          "items": ["p-stat", "p-urgent", "p-routine"]
+        },
+        {
+          "id": "p-stat",
+          "component": "RadioItem",
+          "label": "STAT / Immediate Critical",
+          "description": "Requires transport within 15 mins",
+          "value": "stat"
+        },
+        {
+          "id": "p-urgent",
+          "component": "RadioItem",
+          "label": "Urgent Bed Allocation",
+          "description": "Requires transport within 1 hour",
+          "value": "urgent"
+        },
+        {
+          "id": "p-routine",
+          "component": "RadioItem",
+          "label": "Routine Shift Transfer",
+          "description": "Transfer when bed becomes clear",
+          "value": "routine"
+        },
+        {
+          "id": "transfer-btns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit-transfer"]
+        },
+        {
+          "id": "btn-submit-transfer",
+          "component": "Button",
+          "label": "Submit Transfer Order",
+          "variant": "primary"
+        },
+        {
+          "id": "patient-sections-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "patient-accordion"
+          ]
+        },
+        {
+          "id": "patient-accordion",
+          "component": "Accordion",
+          "items": ["acc-critical-patients", "acc-discharge-patients"]
+        },
+        {
+          "id": "acc-critical-patients",
+          "component": "AccordionItem",
+          "value": "critical-list",
+          "trigger": "🚨 Critical Patients Called Out (7 Active)",
+          "content": ["critical-patients-table"]
+        },
+        {
+          "id": "critical-patients-table",
+          "component": "Table",
+          "columns": ["cp-col-id", "cp-col-name", "cp-col-loc", "cp-col-cond", "cp-col-action"]
+        },
+        {
+          "id": "cp-col-id",
+          "component": "Col",
+          "label": "Patient ID",
+          "type": "string",
+          "data": ["PT-8839", "PT-9102", "PT-4421", "PT-1109", "PT-7723", "PT-3091", "PT-6612"]
+        },
+        {
+          "id": "cp-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["E. Vance", "M. Ross", "A. Thorne", "D. Kim", "R. Gupta", "S. Miller", "L. Hayes"]
+        },
+        {
+          "id": "cp-col-loc",
+          "component": "Col",
+          "label": "Current Unit",
+          "type": "string",
+          "data": ["ER Bay 02", "ER Trauma 1", "ICU Bed 04", "ICU Bed 08", "CCU Bed 02", "Med-Surg 3B", "ER Bay 07"]
+        },
+        {
+          "id": "cp-col-cond",
+          "component": "Col",
+          "label": "Critical Condition",
+          "type": "string",
+          "data": ["Acute STEMI", "Multi-trauma", "Septic Shock", "Post-Op Cardiac", "Arrythmia Surge", "Respiratory Failure", "Intracranial Bleed"]
+        },
+        {
+          "id": "cp-col-action",
+          "component": "Col",
+          "label": "Action Needed",
+          "type": "string",
+          "data": ["Transfer to Cath Lab", "Await ICU Bed", "Ventilator Titration", "Stable / Monitored", "Medication Adjustment", "Transfer to ICU", "Neuro Consult"]
+        },
+        {
+          "id": "acc-discharge-patients",
+          "component": "AccordionItem",
+          "value": "discharge-list",
+          "trigger": "✅ Patients Ready for Discharge (18 Ready)",
+          "content": ["discharge-patients-table"]
+        },
+        {
+          "id": "discharge-patients-table",
+          "component": "Table",
+          "columns": ["dp-col-id", "dp-col-name", "dp-col-dept", "dp-col-status", "dp-col-action"]
+        },
+        {
+          "id": "dp-col-id",
+          "component": "Col",
+          "label": "Patient ID",
+          "type": "string",
+          "data": ["PT-3301", "PT-5524", "PT-8812", "PT-9940", "PT-1204"]
+        },
+        {
+          "id": "dp-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["H. Bennett", "J. Zhao", "C. Martinez", "P. Wright", "K. Kowalski"]
+        },
+        {
+          "id": "dp-col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Orthopedics", "Med-Surg 2A", "Pediatrics", "Cardiology", "Med-Surg 4 West"]
+        },
+        {
+          "id": "dp-col-status",
+          "component": "Col",
+          "label": "Discharge Status",
+          "type": "string",
+          "data": ["Rx Printed - Awaiting Transport", "Family En Route", "Discharge Meds Cleared", "Transport Confirmed", "Final Vitals Check"]
+        },
+        {
+          "id": "dp-col-action",
+          "component": "Col",
+          "label": "Next Step",
+          "type": "string",
+          "data": ["Wheelchair Escort", "Sign Departure Log", "Parent Sign-off", "Dispatch Van", "Clear Bed for Housekeeping"]
+        },
+        {
+          "id": "tab-or-staff",
+          "component": "TabItem",
+          "value": "or-staff",
+          "trigger": "OR Bookings & Staffing",
+          "content": ["or-staff-container"]
+        },
+        {
+          "id": "or-staff-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "or-bookings-card",
+            "staff-shift-card"
+          ]
+        },
+        {
+          "id": "or-bookings-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "or-head",
+            "or-table"
+          ]
+        },
+        {
+          "id": "or-head",
+          "component": "CardHeader",
+          "title": "Today's Operating Room Bookings",
+          "subtitle": "8 Suites Operating • 12 Scheduled Cases"
+        },
+        {
+          "id": "or-table",
+          "component": "Table",
+          "columns": ["or-col-suite", "or-col-time", "or-col-proc", "or-col-surg", "or-col-status"]
+        },
+        {
+          "id": "or-col-suite",
+          "component": "Col",
+          "label": "OR Suite",
+          "type": "string",
+          "data": ["Suite 01", "Suite 02", "Suite 03", "Suite 04", "Suite 05"]
+        },
+        {
+          "id": "or-col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["07:30 - 10:30", "08:00 - 11:30", "09:00 - 13:00", "11:00 - 14:30", "13:00 - 16:00"]
+        },
+        {
+          "id": "or-col-proc",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["Coronary Artery Bypass", "Total Knee Replacement", "Emergency Appendectomy", "Craniotomy", "Laparoscopic Cholecystectomy"]
+        },
+        {
+          "id": "or-col-surg",
+          "component": "Col",
+          "label": "Lead Surgeon",
+          "type": "string",
+          "data": ["Dr. S. Jenkins", "Dr. M. Sterling", "Dr. R. Al-Mansoor", "Dr. E. Chen", "Dr. A. Patel"]
+        },
+        {
+          "id": "or-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Closing / Recovery", "In Progress", "In Progress", "Pre-op Prep", "Scheduled"]
+        },
+        {
+          "id": "staff-shift-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "staff-head",
+            "staff-list"
+          ]
+        },
+        {
+          "id": "staff-head",
+          "component": "CardHeader",
+          "title": "Staff on Shift by Role",
+          "subtitle": "Day Shift Duty Roster (07:00 - 19:00)"
+        },
+        {
+          "id": "staff-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "staff-1",
+            "staff-2",
+            "staff-3",
+            "staff-4",
+            "staff-5",
+            "staff-6"
+          ]
+        },
+        {
+          "id": "staff-1",
+          "component": "ListItem",
+          "title": "Dr. Sarah Jenkins - Lead Cardiac Surgeon",
+          "subtitle": "Role: Attending Physician | Dept: Surgical Services | On-call status: Active",
+          "actionLabel": "Paging Active"
+        },
+        {
+          "id": "staff-2",
+          "component": "ListItem",
+          "title": "Dr. Marcus Vance - Chief Anesthesiologist",
+          "subtitle": "Role: Attending Physician | Dept: Anesthesiology | OR Assignment: Suite 01 & 02",
+          "actionLabel": "In OR"
+        },
+        {
+          "id": "staff-3",
+          "component": "ListItem",
+          "title": "Nurse Manager Elena Rostova, RN",
+          "subtitle": "Role: Charge Nurse / Floor Supervisor | Dept: Emergency Department",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff-4",
+          "component": "ListItem",
+          "title": "David Miller, BSN, RN",
+          "subtitle": "Role: Triage Specialist Nurse | Dept: Emergency Department",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff-5",
+          "component": "ListItem",
+          "title": "Dr. Amara Okafor - Intensivist",
+          "subtitle": "Role: ICU Lead Physician | Dept: Critical Care Unit",
+          "actionLabel": "Rounds"
+        },
+        {
+          "id": "staff-6",
+          "component": "ListItem",
+          "title": "James Thornton, RRT",
+          "subtitle": "Role: Registered Respiratory Therapist | Dept: Critical Care & Pulmonology",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "tab-supplies",
+          "component": "TabItem",
+          "value": "supplies",
+          "trigger": "Supplies & Inventory",
+          "content": ["supplies-container"]
+        },
+        {
+          "id": "supplies-container",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "supplies-head",
+            "supplies-callout",
+            "supplies-table"
+          ]
+        },
+        {
+          "id": "supplies-head",
+          "component": "CardHeader",
+          "title": "Supplies Running Low",
+          "subtitle": "Items below safety threshold requiring immediate restock order"
+        },
+        {
+          "id": "supplies-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Automated Reorder Triggered",
+          "description": "3 critical medical consumables have reached yellow/red thresholds. Emergency fulfillment dispatch requested from Central Supply Depository."
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": ["sup-col-item", "sup-col-cat", "sup-col-stock", "sup-col-thresh", "sup-col-status"]
+        },
+        {
+          "id": "sup-col-item",
+          "component": "Col",
+          "label": "Supply Item",
+          "type": "string",
+          "data": ["IV Infusion Sets (Standard)", "O-Negative Blood Units", "N95 Surgical Respirators", "Sterile Surgical Gloves (Size 7.5)", "Propofol 10mg/mL Vials"]
+        },
+        {
+          "id": "sup-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Consumables", "Blood Bank", "PPE", "Surgical Prep", "Pharma / ICU"]
+        },
+        {
+          "id": "sup-col-stock",
+          "component": "Col",
+          "label": "Current Stock",
+          "type": "number",
+          "data": [45, 4, 120, 85, 18]
+        },
+        {
+          "id": "sup-col-thresh",
+          "component": "Col",
+          "label": "Min Threshold",
+          "type": "number",
+          "data": [150, 10, 500, 200, 50]
+        },
+        {
+          "id": "sup-col-status",
+          "component": "Col",
+          "label": "Status Alert",
+          "type": "string",
+          "data": ["CRITICAL LOW", "CRITICAL LOW", "RESTOCK REQUIRED", "LOW", "RESTOCK REQUIRED"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..48d0082be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,985 @@
+I have created a comprehensive hospital operations command view dashboard containing all 12 requested sections, including real-time operational metrics, interactive controls for date lookup, incident reporting, transfer requests, and clear visualizations for bed occupancy, ER status, staffing, and critical alerts.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-command-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Hospital Ops Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-command-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "tabs-main-view",
+            "actions-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "date-picker-control"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "St. Jude Memorial Hospital — Central Ops Command"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time facility status, bed management, critical care monitoring, and dispatch."
+        },
+        {
+          "id": "date-picker-control",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "date-label",
+            "date-picker-input"
+          ]
+        },
+        {
+          "id": "date-label",
+          "component": "Label",
+          "text": "11. View Date:"
+        },
+        {
+          "id": "date-picker-input",
+          "component": "DatePicker",
+          "name": "view_date",
+          "mode": "single",
+          "value": ["2025-05-14"]
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-grid"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Facility Status & Immediate Capacity"
+        },
+        {
+          "id": "kpi-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-bed-occupancy",
+            "kpi-er-wait",
+            "kpi-discharges",
+            "kpi-supplies"
+          ]
+        },
+        {
+          "id": "kpi-bed-occupancy",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "bed-title",
+            "bed-progress",
+            "bed-detail"
+          ]
+        },
+        {
+          "id": "bed-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "1. Bed Occupancy"
+        },
+        {
+          "id": "bed-progress",
+          "component": "Progress",
+          "value": 88,
+          "label": "88% Capacity (396 / 450 Beds)"
+        },
+        {
+          "id": "bed-detail",
+          "component": "Tag",
+          "text": "12 ICU Beds Open • 42 Med-Surg Open",
+          "variant": "warning"
+        },
+        {
+          "id": "kpi-er-wait",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "er-title",
+            "er-time-heading",
+            "er-status-badge"
+          ]
+        },
+        {
+          "id": "er-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "2. Current ER Wait"
+        },
+        {
+          "id": "er-time-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "42 mins"
+        },
+        {
+          "id": "er-status-badge",
+          "component": "Badge",
+          "text": "High Triage Volume (18 in waiting)",
+          "variant": "destructive"
+        },
+        {
+          "id": "kpi-discharges",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "discharges-title",
+            "discharges-count",
+            "discharges-tag"
+          ]
+        },
+        {
+          "id": "discharges-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "7. Ready for Discharge"
+        },
+        {
+          "id": "discharges-count",
+          "component": "Heading",
+          "level": "h2",
+          "text": "14 Patients"
+        },
+        {
+          "id": "discharges-tag",
+          "component": "Tag",
+          "text": "8 Pending Transport Clearance",
+          "variant": "info"
+        },
+        {
+          "id": "kpi-supplies",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "supplies-title",
+            "supplies-count",
+            "supplies-tag"
+          ]
+        },
+        {
+          "id": "supplies-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "9. Low Supplies Alert"
+        },
+        {
+          "id": "supplies-count",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3 Categories"
+        },
+        {
+          "id": "supplies-tag",
+          "component": "Tag",
+          "text": "Critical: O+ Blood Units (2 Left)",
+          "variant": "danger"
+        },
+        {
+          "id": "tabs-main-view",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-patients-staff",
+            "tab-or-supplies"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Analytics & Alerts",
+          "content": [
+            "overview-content-card"
+          ]
+        },
+        {
+          "id": "overview-content-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "critical-alerts-section",
+            "admissions-chart-section"
+          ]
+        },
+        {
+          "id": "critical-alerts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "critical-heading",
+            "critical-patients-list"
+          ]
+        },
+        {
+          "id": "critical-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "6. Critical Patients Called Out"
+        },
+        {
+          "id": "critical-patients-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "crit-patient-1",
+            "crit-patient-2",
+            "crit-patient-3"
+          ]
+        },
+        {
+          "id": "crit-patient-1",
+          "component": "ListItem",
+          "title": "ICU-Bed 04: Robert Chen (Age 62)",
+          "subtitle": "Severe Sepsis Alert • BP 82/50 • Attending: Dr. A. Vance",
+          "actionLabel": "Review Vitals"
+        },
+        {
+          "id": "crit-patient-2",
+          "component": "ListItem",
+          "title": "CCU-Bed 11: Elena Rostova (Age 74)",
+          "subtitle": "Post-STEMI Arrhythmia • Cardiac Monitored • Attending: Dr. K. Miller",
+          "actionLabel": "EKG Stream"
+        },
+        {
+          "id": "crit-patient-3",
+          "component": "ListItem",
+          "title": "ER-Bay 02: Marcus Thorne (Age 29)",
+          "subtitle": "Multi-trauma • Unstable Intracranial Pressure • Operating Room 2 Prep",
+          "actionLabel": "STAT Prep"
+        },
+        {
+          "id": "admissions-chart-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "admissions-chart-heading",
+            "admissions-chart",
+            "admissions-series"
+          ]
+        },
+        {
+          "id": "admissions-chart-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "3. Admissions Over Past 2 Weeks"
+        },
+        {
+          "id": "admissions-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Patient Admissions",
+          "labels": ["May 1", "May 2", "May 3", "May 4", "May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13", "May 14"],
+          "series": [
+            "admissions-series"
+          ]
+        },
+        {
+          "id": "admissions-series",
+          "component": "Series",
+          "category": "Daily Admissions",
+          "values": [42, 38, 45, 50, 52, 48, 41, 39, 44, 58, 62, 55, 49, 53]
+        },
+        {
+          "id": "tab-patients-staff",
+          "component": "TabItem",
+          "value": "patients-staff",
+          "trigger": "Departments & Staffing",
+          "content": [
+            "dept-staff-card"
+          ]
+        },
+        {
+          "id": "dept-staff-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "dept-distribution-section",
+            "separator-1",
+            "staff-shift-section"
+          ]
+        },
+        {
+          "id": "dept-distribution-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "dept-heading",
+            "dept-chart",
+            "dept-series"
+          ]
+        },
+        {
+          "id": "dept-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "4. Patients per Department"
+        },
+        {
+          "id": "dept-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "Active Inpatients",
+          "labels": ["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "Oncology", "General Surgery"],
+          "series": [
+            "dept-series"
+          ]
+        },
+        {
+          "id": "dept-series",
+          "component": "Series",
+          "category": "Current Census",
+          "values": [64, 38, 72, 55, 40, 48, 79]
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "staff-shift-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "staff-heading",
+            "staff-table"
+          ]
+        },
+        {
+          "id": "staff-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "5. Staff on Shift with Role"
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": [
+            "col-staff-name",
+            "col-staff-role",
+            "col-staff-dept",
+            "col-staff-shift",
+            "col-staff-status"
+          ]
+        },
+        {
+          "id": "col-staff-name",
+          "component": "Col",
+          "label": "Staff Name",
+          "type": "string",
+          "data": ["Dr. Sarah Jenkins", "Dr. Alan Vance", "Nurse Marcus Brody", "Nurse Elena Gilbert", "Dr. Karen Miller", "Dr. James Wilson", "Tech Sam Rivera"]
+        },
+        {
+          "id": "col-staff-role",
+          "component": "Col",
+          "label": "Assigned Role",
+          "type": "string",
+          "data": ["ER Lead Attending", "ICU Medical Director", "Charge Nurse (ICU)", "Triage Specialist", "Chief of Cardiology", "Trauma Surgeon", "Radiology Tech"]
+        },
+        {
+          "id": "col-staff-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Emergency", "ICU", "ICU", "Emergency", "Cardiology", "Surgery", "Imaging"]
+        },
+        {
+          "id": "col-staff-shift",
+          "component": "Col",
+          "label": "Shift Schedule",
+          "type": "string",
+          "data": ["07:00 - 19:00", "07:00 - 19:00", "07:00 - 19:00", "07:00 - 19:00", "08:00 - 16:00", "12:00 - 00:00", "07:00 - 15:00"]
+        },
+        {
+          "id": "col-staff-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active", "In ICU-4", "Active", "Active", "In Consult", "In OR-2", "Available"]
+        },
+        {
+          "id": "tab-or-supplies",
+          "component": "TabItem",
+          "value": "or-supplies",
+          "trigger": "OR Bookings & Supplies",
+          "content": [
+            "or-supplies-card"
+          ]
+        },
+        {
+          "id": "or-supplies-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "or-bookings-section",
+            "separator-2",
+            "low-supplies-section"
+          ]
+        },
+        {
+          "id": "or-bookings-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "or-heading",
+            "or-table"
+          ]
+        },
+        {
+          "id": "or-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "8. Today's Operating Room Bookings"
+        },
+        {
+          "id": "or-table",
+          "component": "Table",
+          "columns": [
+            "col-or-suite",
+            "col-or-procedure",
+            "col-or-surgeon",
+            "col-or-time",
+            "col-or-status"
+          ]
+        },
+        {
+          "id": "col-or-suite",
+          "component": "Col",
+          "label": "OR Suite",
+          "type": "string",
+          "data": ["OR 1", "OR 2", "OR 3", "OR 4", "OR 5"]
+        },
+        {
+          "id": "col-or-procedure",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["Coronary Artery Bypass", "Emergency Craniotomy", "Total Hip Arthroplasty", "Laparoscopic Cholecystectomy", "Spinal Fusion L4-L5"]
+        },
+        {
+          "id": "col-or-surgeon",
+          "component": "Col",
+          "label": "Surgeon",
+          "type": "string",
+          "data": ["Dr. K. Miller", "Dr. J. Wilson", "Dr. R. Sterling", "Dr. L. Gomez", "Dr. M. Patel"]
+        },
+        {
+          "id": "col-or-time",
+          "component": "Col",
+          "label": "Scheduled Time",
+          "type": "string",
+          "data": ["08:00 - 12:00", "10:30 - 14:00", "09:00 - 11:30", "13:00 - 14:30", "15:00 - 19:00"]
+        },
+        {
+          "id": "col-or-status",
+          "component": "Col",
+          "label": "Current Status",
+          "type": "string",
+          "data": ["In Progress", "In Progress", "Post-Op Recovery", "Pre-Op Prep", "On Schedule"]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "low-supplies-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "supplies-heading",
+            "supplies-table"
+          ]
+        },
+        {
+          "id": "supplies-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "9. Critical Supplies Running Low"
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": [
+            "col-sup-item",
+            "col-sup-dept",
+            "col-sup-current",
+            "col-sup-par",
+            "col-sup-status"
+          ]
+        },
+        {
+          "id": "col-sup-item",
+          "component": "Col",
+          "label": "Supply Item",
+          "type": "string",
+          "data": ["O-Negative Blood Units", "Propofol 20ml Vials", "Surgical N95 Masks (M)", "IV Catheters 20G", "Dialysis Filters"]
+        },
+        {
+          "id": "col-sup-dept",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": ["Blood Bank / Trauma", "Pharmacy / Anesthesia", "Central Supply", "Med-Surg Supply Room", "Nephrology Unit"]
+        },
+        {
+          "id": "col-sup-current",
+          "component": "Col",
+          "label": "Current Qty",
+          "type": "number",
+          "data": [2, 14, 85, 120, 6]
+        },
+        {
+          "id": "col-sup-par",
+          "component": "Col",
+          "label": "Minimum Par Level",
+          "type": "number",
+          "data": [10, 50, 300, 500, 20]
+        },
+        {
+          "id": "col-sup-status",
+          "component": "Col",
+          "label": "Urgency",
+          "type": "string",
+          "data": ["CRITICAL STAT", "URGENT REORDER", "LOW STOCK", "LOW STOCK", "URGENT REORDER"]
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "actions-heading",
+            "actions-grid"
+          ]
+        },
+        {
+          "id": "actions-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Command Actions & Dispatch"
+        },
+        {
+          "id": "actions-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "incident-drawer",
+            "transfer-dialog"
+          ]
+        },
+        {
+          "id": "incident-drawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "10. File an Operational Incident",
+          "title": "File Incident / Safety Event Report",
+          "description": "Log an operational issue, equipment malfunction, or facility safety event.",
+          "content": [
+            "incident-form"
+          ]
+        },
+        {
+          "id": "incident-form",
+          "component": "Form",
+          "name": "incident_form",
+          "fields": [
+            "form-inc-type",
+            "form-inc-location",
+            "form-inc-severity",
+            "form-inc-desc"
+          ],
+          "buttons": "inc-form-buttons"
+        },
+        {
+          "id": "form-inc-type",
+          "component": "FormControl",
+          "label": "Incident Category",
+          "hint": "Select the primary nature of the incident",
+          "input": "inc-type-select"
+        },
+        {
+          "id": "inc-type-select",
+          "component": "Select",
+          "name": "incident_category",
+          "placeholder": "Select category...",
+          "items": [
+            "inc-opt-1",
+            "inc-opt-2",
+            "inc-opt-3",
+            "inc-opt-4"
+          ]
+        },
+        {
+          "id": "inc-opt-1",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment Failure / Biomedical"
+        },
+        {
+          "id": "inc-opt-2",
+          "component": "SelectItem",
+          "value": "staffing",
+          "label": "Critical Staffing Shortage"
+        },
+        {
+          "id": "inc-opt-3",
+          "component": "SelectItem",
+          "value": "facility",
+          "label": "Facility / Power / HVAC Issue"
+        },
+        {
+          "id": "inc-opt-4",
+          "component": "SelectItem",
+          "value": "safety",
+          "label": "Patient Safety / Security Event"
+        },
+        {
+          "id": "form-inc-location",
+          "component": "FormControl",
+          "label": "Location / Unit",
+          "input": "inc-location-input"
+        },
+        {
+          "id": "inc-location-input",
+          "component": "Input",
+          "name": "incident_location",
+          "placeholder": "e.g., ER Bay 4, 3rd Floor Med-Surg"
+        },
+        {
+          "id": "form-inc-severity",
+          "component": "FormControl",
+          "label": "Severity Level",
+          "input": "inc-severity-radio"
+        },
+        {
+          "id": "inc-severity-radio",
+          "component": "RadioGroup",
+          "name": "severity_level",
+          "defaultValue": "medium",
+          "items": [
+            "sev-low",
+            "sev-med",
+            "sev-high"
+          ]
+        },
+        {
+          "id": "sev-low",
+          "component": "RadioItem",
+          "value": "low",
+          "label": "Minor",
+          "description": "No patient impact; informational"
+        },
+        {
+          "id": "sev-med",
+          "component": "RadioItem",
+          "value": "medium",
+          "label": "Moderate",
+          "description": "Requires supervisor intervention"
+        },
+        {
+          "id": "sev-high",
+          "component": "RadioItem",
+          "value": "critical",
+          "label": "Critical STAT",
+          "description": "Immediate risk to patient/staff safety"
+        },
+        {
+          "id": "form-inc-desc",
+          "component": "FormControl",
+          "label": "Detailed Incident Description",
+          "input": "inc-desc-area"
+        },
+        {
+          "id": "inc-desc-area",
+          "component": "TextArea",
+          "name": "incident_description",
+          "placeholder": "Provide specific details, patient IDs (if applicable), and immediate actions taken...",
+          "rows": 4
+        },
+        {
+          "id": "inc-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-inc"
+          ]
+        },
+        {
+          "id": "btn-submit-inc",
+          "component": "Button",
+          "label": "Submit Incident Report",
+          "variant": "primary",
+          "action": [
+            {
+              "call": "submitIncident"
+            }
+          ]
+        },
+        {
+          "id": "transfer-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "12. Request Patient Transfer",
+          "triggerVariant": "secondary",
+          "title": "Patient Transfer Request",
+          "description": "Initiate inter-departmental or external hospital patient transfer.",
+          "content": [
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transfer_form",
+          "fields": [
+            "form-trans-patient",
+            "form-trans-from",
+            "form-trans-to",
+            "form-trans-priority"
+          ],
+          "buttons": "trans-form-buttons"
+        },
+        {
+          "id": "form-trans-patient",
+          "component": "FormControl",
+          "label": "Patient Identification / MRN",
+          "input": "trans-patient-input"
+        },
+        {
+          "id": "trans-patient-input",
+          "component": "Input",
+          "name": "transfer_patient_id",
+          "placeholder": "Enter Patient Name or MRN"
+        },
+        {
+          "id": "form-trans-from",
+          "component": "FormControl",
+          "label": "Current Unit / Bed",
+          "input": "trans-from-input"
+        },
+        {
+          "id": "trans-from-input",
+          "component": "Input",
+          "name": "transfer_from_unit",
+          "placeholder": "e.g., ER Bay 02"
+        },
+        {
+          "id": "form-trans-to",
+          "component": "FormControl",
+          "label": "Target Destination",
+          "input": "trans-to-select"
+        },
+        {
+          "id": "trans-to-select",
+          "component": "Select",
+          "name": "transfer_destination",
+          "placeholder": "Select destination unit or facility...",
+          "items": [
+            "dest-icu",
+            "dest-tele",
+            "dest-medsurg",
+            "dest-ext"
+          ]
+        },
+        {
+          "id": "dest-icu",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "Intensive Care Unit (ICU)"
+        },
+        {
+          "id": "dest-tele",
+          "component": "SelectItem",
+          "value": "telemetry",
+          "label": "Telemetry Ward"
+        },
+        {
+          "id": "dest-medsurg",
+          "component": "SelectItem",
+          "value": "medsurg",
+          "label": "General Med-Surg"
+        },
+        {
+          "id": "dest-ext",
+          "component": "SelectItem",
+          "value": "external",
+          "label": "External Partner Facility (Tertiary Care)"
+        },
+        {
+          "id": "form-trans-priority",
+          "component": "FormControl",
+          "label": "Transfer Priority",
+          "input": "trans-priority-select"
+        },
+        {
+          "id": "trans-priority-select",
+          "component": "Select",
+          "name": "transfer_priority",
+          "placeholder": "Select urgency...",
+          "items": [
+            "prio-stat",
+            "prio-urgent",
+            "prio-routine"
+          ]
+        },
+        {
+          "id": "prio-stat",
+          "component": "SelectItem",
+          "value": "stat",
+          "label": "STAT (Immediate Bed Placement Needed)"
+        },
+        {
+          "id": "prio-urgent",
+          "component": "SelectItem",
+          "value": "urgent",
+          "label": "Urgent (Within 2 Hours)"
+        },
+        {
+          "id": "prio-routine",
+          "component": "SelectItem",
+          "value": "routine",
+          "label": "Routine (Scheduled Bed Next Shift)"
+        },
+        {
+          "id": "trans-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-trans"
+          ]
+        },
+        {
+          "id": "btn-submit-trans",
+          "component": "Button",
+          "label": "Dispatch Transfer Request",
+          "variant": "primary",
+          "action": [
+            {
+              "call": "submitTransfer"
+            }
+          ]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Filter view for ICU beds only"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Show low supply restock order status"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Export shift staffing roster"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..d7391551a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,1237 @@
+Here is a comprehensive Hospital Operations Command View dashboard covering all requested operational metrics and interaction capabilities.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-command-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Hospital Operations System"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-command-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-callout-card",
+            "tabs-container",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-main-row",
+            "header-actions-row"
+          ]
+        },
+        {
+          "id": "header-main-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-group",
+            "header-status-badge"
+          ]
+        },
+        {
+          "id": "header-title-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "text": "Hospital Operations Command View",
+          "level": "h1"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "text": "Real-time facility monitoring, patient tracking, and resource management.",
+          "size": "small"
+        },
+        {
+          "id": "header-status-badge",
+          "component": "Tag",
+          "text": "Live Operations • Code Green",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "header-actions-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "date-selector-group",
+            "action-dialogs-group"
+          ]
+        },
+        {
+          "id": "date-selector-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "date-picker-label",
+            "view-date-picker"
+          ]
+        },
+        {
+          "id": "date-picker-label",
+          "component": "Label",
+          "text": "Operational Date:"
+        },
+        {
+          "id": "view-date-picker",
+          "component": "DatePicker",
+          "name": "view_date",
+          "mode": "single"
+        },
+        {
+          "id": "action-dialogs-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "incident-dialog",
+            "transfer-dialog"
+          ]
+        },
+        {
+          "id": "incident-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File Safety Incident",
+          "triggerVariant": "destructive",
+          "title": "File Incident Report",
+          "description": "Log an operational, safety, or facility incident for immediate review.",
+          "content": [
+            "incident-form"
+          ]
+        },
+        {
+          "id": "incident-form",
+          "component": "Form",
+          "name": "incident_report_form",
+          "fields": [
+            "incident-type-control",
+            "incident-severity-control",
+            "incident-desc-control"
+          ],
+          "buttons": "incident-submit-buttons"
+        },
+        {
+          "id": "incident-type-control",
+          "component": "FormControl",
+          "label": "Incident Category",
+          "input": "incident-type-select"
+        },
+        {
+          "id": "incident-type-select",
+          "component": "Select",
+          "name": "incident_category",
+          "placeholder": "Select category...",
+          "items": [
+            "inc-cat-1",
+            "inc-cat-2",
+            "inc-cat-3",
+            "inc-cat-4"
+          ]
+        },
+        {
+          "id": "inc-cat-1",
+          "component": "SelectItem",
+          "value": "patient_safety",
+          "label": "Patient Safety / Fall"
+        },
+        {
+          "id": "inc-cat-2",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment Failure"
+        },
+        {
+          "id": "inc-cat-3",
+          "component": "SelectItem",
+          "value": "medication",
+          "label": "Medication Error"
+        },
+        {
+          "id": "inc-cat-4",
+          "component": "SelectItem",
+          "value": "facility",
+          "label": "Facility / Staff Safety"
+        },
+        {
+          "id": "incident-severity-control",
+          "component": "FormControl",
+          "label": "Severity Level",
+          "input": "incident-severity-radio"
+        },
+        {
+          "id": "incident-severity-radio",
+          "component": "RadioGroup",
+          "name": "severity",
+          "defaultValue": "low",
+          "items": [
+            "sev-low",
+            "sev-med",
+            "sev-high"
+          ]
+        },
+        {
+          "id": "sev-low",
+          "component": "RadioItem",
+          "value": "low",
+          "label": "Low",
+          "description": "Near miss or minor issue resolved immediately"
+        },
+        {
+          "id": "sev-med",
+          "component": "RadioItem",
+          "value": "medium",
+          "label": "Medium",
+          "description": "Moderate disruption or minor injury"
+        },
+        {
+          "id": "sev-high",
+          "component": "RadioItem",
+          "value": "high",
+          "label": "High / Critical",
+          "description": "Severe impact requiring immediate admin escalation"
+        },
+        {
+          "id": "incident-desc-control",
+          "component": "FormControl",
+          "label": "Incident Details",
+          "input": "incident-desc-text"
+        },
+        {
+          "id": "incident-desc-text",
+          "component": "TextArea",
+          "name": "incident_description",
+          "placeholder": "Describe what occurred, location, and involved personnel/patients...",
+          "rows": 4
+        },
+        {
+          "id": "incident-submit-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "submit-incident-btn"
+          ]
+        },
+        {
+          "id": "submit-incident-btn",
+          "component": "Button",
+          "label": "Submit Report & Notify Admin",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "transfer-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Patient Transfer",
+          "triggerVariant": "default",
+          "title": "Patient Transfer Request",
+          "description": "Submit a transfer request between departments or external facilities.",
+          "content": [
+            "transfer-form"
+          ]
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transfer_request_form",
+          "fields": [
+            "transfer-patient-control",
+            "transfer-target-control",
+            "transfer-priority-control",
+            "transfer-reason-control"
+          ],
+          "buttons": "transfer-submit-buttons"
+        },
+        {
+          "id": "transfer-patient-control",
+          "component": "FormControl",
+          "label": "Patient ID / Name",
+          "input": "transfer-patient-input"
+        },
+        {
+          "id": "transfer-patient-input",
+          "component": "Input",
+          "name": "patient_id",
+          "placeholder": "e.g., PT-88219 (John Doe)"
+        },
+        {
+          "id": "transfer-target-control",
+          "component": "FormControl",
+          "label": "Destination Unit",
+          "input": "transfer-target-select"
+        },
+        {
+          "id": "transfer-target-select",
+          "component": "Select",
+          "name": "destination_unit",
+          "placeholder": "Select destination...",
+          "items": [
+            "dest-1",
+            "dest-2",
+            "dest-3",
+            "dest-4",
+            "dest-5"
+          ]
+        },
+        {
+          "id": "dest-1",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "Intensive Care Unit (ICU)"
+        },
+        {
+          "id": "dest-2",
+          "component": "SelectItem",
+          "value": "cardiology",
+          "label": "Cardiology Ward"
+        },
+        {
+          "id": "dest-3",
+          "component": "SelectItem",
+          "value": "orthopedics",
+          "label": "Orthopedics"
+        },
+        {
+          "id": "dest-4",
+          "component": "SelectItem",
+          "value": "stepdown",
+          "label": "Step-Down Telemetry"
+        },
+        {
+          "id": "dest-5",
+          "component": "SelectItem",
+          "value": "external",
+          "label": "External Partner Hospital"
+        },
+        {
+          "id": "transfer-priority-control",
+          "component": "FormControl",
+          "label": "Transfer Priority",
+          "input": "transfer-priority-select"
+        },
+        {
+          "id": "transfer-priority-select",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Priority...",
+          "items": [
+            "prio-stat",
+            "prio-urgent",
+            "prio-routine"
+          ]
+        },
+        {
+          "id": "prio-stat",
+          "component": "SelectItem",
+          "value": "stat",
+          "label": "STAT / Immediate"
+        },
+        {
+          "id": "prio-urgent",
+          "component": "SelectItem",
+          "value": "urgent",
+          "label": "Urgent (< 2 hours)"
+        },
+        {
+          "id": "prio-routine",
+          "component": "SelectItem",
+          "value": "routine",
+          "label": "Routine Bed Placement"
+        },
+        {
+          "id": "transfer-reason-control",
+          "component": "FormControl",
+          "label": "Clinical Reason / Special Instructions",
+          "input": "transfer-reason-input"
+        },
+        {
+          "id": "transfer-reason-input",
+          "component": "TextArea",
+          "name": "transfer_reason",
+          "placeholder": "Specify isolation precautions, oxygen requirements, or critical conditions...",
+          "rows": 3
+        },
+        {
+          "id": "transfer-submit-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "submit-transfer-btn"
+          ]
+        },
+        {
+          "id": "submit-transfer-btn",
+          "component": "Button",
+          "label": "Request Transfer Placement",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-callout-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "bed-kpi-card",
+            "er-kpi-card",
+            "critical-kpi-card",
+            "discharge-kpi-card"
+          ]
+        },
+        {
+          "id": "bed-kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "bed-kpi-title",
+            "bed-kpi-val",
+            "bed-kpi-progress",
+            "bed-kpi-desc"
+          ]
+        },
+        {
+          "id": "bed-kpi-title",
+          "component": "Label",
+          "text": "1. Bed Occupancy Rate"
+        },
+        {
+          "id": "bed-kpi-val",
+          "component": "Heading",
+          "text": "88.4%",
+          "level": "h2"
+        },
+        {
+          "id": "bed-kpi-progress",
+          "component": "Progress",
+          "value": 88,
+          "label": "442 / 500 Beds Occupied"
+        },
+        {
+          "id": "bed-kpi-desc",
+          "component": "TextContent",
+          "text": "58 beds available facility-wide",
+          "size": "small"
+        },
+        {
+          "id": "er-kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "er-kpi-title",
+            "er-kpi-val",
+            "er-kpi-tag",
+            "er-kpi-desc"
+          ]
+        },
+        {
+          "id": "er-kpi-title",
+          "component": "Label",
+          "text": "2. Current ER Wait Time"
+        },
+        {
+          "id": "er-kpi-val",
+          "component": "Heading",
+          "text": "34 min",
+          "level": "h2"
+        },
+        {
+          "id": "er-kpi-tag",
+          "component": "Tag",
+          "text": "18 Patients in Queue",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "er-kpi-desc",
+          "component": "TextContent",
+          "text": "Door-to-provider avg: 22 min",
+          "size": "small"
+        },
+        {
+          "id": "critical-kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "crit-kpi-title",
+            "crit-kpi-val",
+            "crit-kpi-tag",
+            "crit-kpi-desc"
+          ]
+        },
+        {
+          "id": "crit-kpi-title",
+          "component": "Label",
+          "text": "6. Critical Patients"
+        },
+        {
+          "id": "crit-kpi-val",
+          "component": "Heading",
+          "text": "12 STAT",
+          "level": "h2"
+        },
+        {
+          "id": "crit-kpi-tag",
+          "component": "Tag",
+          "text": "4 Under Escalation",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "crit-kpi-desc",
+          "component": "TextContent",
+          "text": "Requires intensive monitoring",
+          "size": "small"
+        },
+        {
+          "id": "discharge-kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "dis-kpi-title",
+            "dis-kpi-val",
+            "dis-kpi-tag",
+            "dis-kpi-desc"
+          ]
+        },
+        {
+          "id": "dis-kpi-title",
+          "component": "Label",
+          "text": "7. Ready for Discharge"
+        },
+        {
+          "id": "dis-kpi-val",
+          "component": "Heading",
+          "text": "29 Patients",
+          "level": "h2"
+        },
+        {
+          "id": "dis-kpi-tag",
+          "component": "Tag",
+          "text": "14 Pending Transport",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "dis-kpi-desc",
+          "component": "TextContent",
+          "text": "Clears 29 beds upon completion",
+          "size": "small"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-critical-discharge",
+            "tab-schedules-supplies"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Admissions & Census Overview",
+          "content": [
+            "overview-tab-card"
+          ]
+        },
+        {
+          "id": "overview-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "admissions-chart-header",
+            "admissions-chart",
+            "separator-1",
+            "dept-patients-header",
+            "dept-patients-chart"
+          ]
+        },
+        {
+          "id": "admissions-chart-header",
+          "component": "CardHeader",
+          "title": "3. Admissions Over Past Two Weeks",
+          "subtitle": "Daily trend of emergency vs. elective patient admissions"
+        },
+        {
+          "id": "admissions-chart",
+          "component": "AreaChart",
+          "labels": [
+            "Oct 10",
+            "Oct 11",
+            "Oct 12",
+            "Oct 13",
+            "Oct 14",
+            "Oct 15",
+            "Oct 16",
+            "Oct 17",
+            "Oct 18",
+            "Oct 19",
+            "Oct 20",
+            "Oct 21",
+            "Oct 22",
+            "Oct 23"
+          ],
+          "series": [
+            "series-er-admit",
+            "series-elective-admit"
+          ],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Admissions"
+        },
+        {
+          "id": "series-er-admit",
+          "component": "Series",
+          "category": "Emergency Admissions",
+          "values": [
+            32,
+            28,
+            35,
+            40,
+            38,
+            42,
+            45,
+            39,
+            34,
+            31,
+            37,
+            41,
+            44,
+            48
+          ]
+        },
+        {
+          "id": "series-elective-admit",
+          "component": "Series",
+          "category": "Elective / Direct Admissions",
+          "values": [
+            18,
+            22,
+            20,
+            25,
+            24,
+            21,
+            15,
+            19,
+            23,
+            26,
+            22,
+            20,
+            25,
+            28
+          ]
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "dept-patients-header",
+          "component": "CardHeader",
+          "title": "4. Patients per Department",
+          "subtitle": "Current occupied census vs bed capacity across key units"
+        },
+        {
+          "id": "dept-patients-chart",
+          "component": "BarChart",
+          "labels": [
+            "Emergency",
+            "ICU",
+            "Cardiology",
+            "Orthopedics",
+            "Pediatrics",
+            "Oncology",
+            "General Med"
+          ],
+          "series": [
+            "series-occupied-beds",
+            "series-total-capacity"
+          ],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "Number of Patients / Beds"
+        },
+        {
+          "id": "series-occupied-beds",
+          "component": "Series",
+          "category": "Current Patients",
+          "values": [
+            54,
+            38,
+            62,
+            45,
+            30,
+            42,
+            171
+          ]
+        },
+        {
+          "id": "series-total-capacity",
+          "component": "Series",
+          "category": "Total Capacity",
+          "values": [
+            60,
+            40,
+            70,
+            50,
+            35,
+            45,
+            200
+          ]
+        },
+        {
+          "id": "tab-critical-discharge",
+          "component": "TabItem",
+          "value": "critical_discharge",
+          "trigger": "Critical Patients & Discharges",
+          "content": [
+            "crit-dis-tab-card"
+          ]
+        },
+        {
+          "id": "crit-dis-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "critical-section-header",
+            "critical-patients-callout",
+            "critical-patients-table",
+            "separator-2",
+            "discharge-section-header",
+            "discharge-patients-list"
+          ]
+        },
+        {
+          "id": "critical-section-header",
+          "component": "CardHeader",
+          "title": "6. Critical Patients Requiring Escalation",
+          "subtitle": "High-risk patients marked for continuous operational oversight"
+        },
+        {
+          "id": "critical-patients-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "STAT Attention Required",
+          "description": "4 patients in ICU & ER currently require immediate ventilator support or ICU bed transfers."
+        },
+        {
+          "id": "critical-patients-table",
+          "component": "Table",
+          "columns": [
+            "col-crit-id",
+            "col-crit-name",
+            "col-crit-unit",
+            "col-crit-condition",
+            "col-crit-attending",
+            "col-crit-action"
+          ]
+        },
+        {
+          "id": "col-crit-id",
+          "component": "Col",
+          "label": "Patient ID",
+          "type": "string",
+          "data": [
+            "PT-90412",
+            "PT-88301",
+            "PT-91024",
+            "PT-87192"
+          ]
+        },
+        {
+          "id": "col-crit-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": [
+            "Robert Chen",
+            "Elena Rostova",
+            "Marcus Vance",
+            "Sarah Jenkins"
+          ]
+        },
+        {
+          "id": "col-crit-unit",
+          "component": "Col",
+          "label": "Unit / Room",
+          "type": "string",
+          "data": [
+            "ICU - Bed 04",
+            "ER - Resus Bay 2",
+            "Cardiology - 302B",
+            "ICU - Bed 09"
+          ]
+        },
+        {
+          "id": "col-crit-condition",
+          "component": "Col",
+          "label": "Clinical Status",
+          "type": "string",
+          "data": [
+            "Septic Shock / Intubated",
+            "Acute STEMI / Prep Cath Lab",
+            "Unstable Angina",
+            "ARDS / ECMO Support"
+          ]
+        },
+        {
+          "id": "col-crit-attending",
+          "component": "Col",
+          "label": "Attending MD",
+          "type": "string",
+          "data": [
+            "Dr. A. Sharma",
+            "Dr. K. Patel",
+            "Dr. M. Rivera",
+            "Dr. A. Sharma"
+          ]
+        },
+        {
+          "id": "col-crit-action",
+          "component": "Col",
+          "label": "Priority Action",
+          "type": "string",
+          "data": [
+            "CRRT Line Placement",
+            "Immediate Cath Lab Transfer",
+            "Monitor Telemetry",
+            "ECMO Flow Review"
+          ]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "discharge-section-header",
+          "component": "CardHeader",
+          "title": "7. Patients Ready for Discharge",
+          "subtitle": "Order finalized; awaiting transport or medication reconciliation"
+        },
+        {
+          "id": "discharge-patients-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "dis-item-1",
+            "dis-item-2",
+            "dis-item-3",
+            "dis-item-4"
+          ]
+        },
+        {
+          "id": "dis-item-1",
+          "component": "ListItem",
+          "title": "David Miller (PT-77123) — Orthopedics Bed 412",
+          "subtitle": "Post-Op Knee Replacement • Discharged Rx Signed • Awaiting Wheelchair Escort",
+          "actionLabel": "Mark Complete"
+        },
+        {
+          "id": "dis-item-2",
+          "component": "ListItem",
+          "title": "Emily Watson (PT-81204) — General Med Bed 208",
+          "subtitle": "Pneumonia Recovered • Family Transport Arriving at 14:30",
+          "actionLabel": "Mark Complete"
+        },
+        {
+          "id": "dis-item-3",
+          "component": "ListItem",
+          "title": "James Reynolds (PT-69410) — Cardiology Bed 501",
+          "subtitle": "Observation Clear • Final ECG Normal • Awaiting Nurse Sign-off",
+          "actionLabel": "Mark Complete"
+        },
+        {
+          "id": "dis-item-4",
+          "component": "ListItem",
+          "title": "Maria Garcia (PT-83011) — Pediatrics Bed 104",
+          "subtitle": "Asthma Exacerbation Resolved • Discharge Instructions Issued to Parent",
+          "actionLabel": "Mark Complete"
+        },
+        {
+          "id": "tab-schedules-supplies",
+          "component": "TabItem",
+          "value": "schedules_supplies",
+          "trigger": "Staff, OR & Supplies",
+          "content": [
+            "sched-supp-tab-card"
+          ]
+        },
+        {
+          "id": "sched-supp-tab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "staff-section-header",
+            "staff-table",
+            "separator-3",
+            "or-section-header",
+            "or-bookings-table",
+            "separator-4",
+            "supplies-section-header",
+            "supplies-alert",
+            "supplies-table"
+          ]
+        },
+        {
+          "id": "staff-section-header",
+          "component": "CardHeader",
+          "title": "5. Staff on Shift",
+          "subtitle": "Active personnel on duty with assigned role and department"
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": [
+            "col-staff-name",
+            "col-staff-role",
+            "col-staff-dept",
+            "col-staff-shift",
+            "col-staff-status"
+          ]
+        },
+        {
+          "id": "col-staff-name",
+          "component": "Col",
+          "label": "Staff Member",
+          "type": "string",
+          "data": [
+            "Dr. Aris Sharma",
+            "Nurse Sarah Jenkins",
+            "Dr. Maria Rivera",
+            "Tech Carlos Mendez",
+            "Nurse David Kim",
+            "Dr. Kelly Patel"
+          ]
+        },
+        {
+          "id": "col-staff-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": [
+            "Attending Physician (ICU Lead)",
+            "Charge Nurse",
+            "Chief Surgeon",
+            "Radiology Technician",
+            "ER Triage Nurse",
+            "Emergency Physician"
+          ]
+        },
+        {
+          "id": "col-staff-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Intensive Care",
+            "General Medical 2W",
+            "Surgical Suite",
+            "Imaging / Radiology",
+            "Emergency Dept",
+            "Emergency Dept"
+          ]
+        },
+        {
+          "id": "col-staff-shift",
+          "component": "Col",
+          "label": "Shift Hours",
+          "type": "string",
+          "data": [
+            "07:00 - 19:00",
+            "07:00 - 19:00",
+            "08:00 - 17:00",
+            "07:00 - 15:30",
+            "11:00 - 23:00",
+            "07:00 - 19:00"
+          ]
+        },
+        {
+          "id": "col-staff-status",
+          "component": "Col",
+          "label": "Duty Status",
+          "type": "string",
+          "data": [
+            "Active",
+            "Active",
+            "In Surgery (OR 3)",
+            "Active",
+            "Active",
+            "In ER Bay 2"
+          ]
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "or-section-header",
+          "component": "CardHeader",
+          "title": "8. Today's Operating Room Bookings",
+          "subtitle": "Surgical schedule across OR Suites 1 to 4"
+        },
+        {
+          "id": "or-bookings-table",
+          "component": "Table",
+          "columns": [
+            "col-or-suite",
+            "col-or-time",
+            "col-or-procedure",
+            "col-or-surgeon",
+            "col-or-status"
+          ]
+        },
+        {
+          "id": "col-or-suite",
+          "component": "Col",
+          "label": "OR Suite",
+          "type": "string",
+          "data": [
+            "OR Suite 01",
+            "OR Suite 02",
+            "OR Suite 03",
+            "OR Suite 03",
+            "OR Suite 04"
+          ]
+        },
+        {
+          "id": "col-or-time",
+          "component": "Col",
+          "label": "Scheduled Time",
+          "type": "string",
+          "data": [
+            "08:00 - 11:30",
+            "09:00 - 12:00",
+            "10:00 - 13:30",
+            "14:30 - 17:00",
+            "11:00 - 15:00"
+          ]
+        },
+        {
+          "id": "col-or-procedure",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": [
+            "Total Hip Arthroplasty",
+            "Laparoscopic Cholecystectomy",
+            "Coronary Artery Bypass (CABG)",
+            "Aortic Valve Replacement",
+            "Craniotomy / Tumor Resection"
+          ]
+        },
+        {
+          "id": "col-or-surgeon",
+          "component": "Col",
+          "label": "Lead Surgeon",
+          "type": "string",
+          "data": [
+            "Dr. H. Vance",
+            "Dr. L. Thorne",
+            "Dr. Maria Rivera",
+            "Dr. Maria Rivera",
+            "Dr. R. Sterling"
+          ]
+        },
+        {
+          "id": "col-or-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Completed",
+            "In Progress",
+            "In Progress",
+            "Scheduled",
+            "Prepping"
+          ]
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "supplies-section-header",
+          "component": "CardHeader",
+          "title": "9. Supplies Running Low",
+          "subtitle": "Critical medical inventory below minimum threshold levels"
+        },
+        {
+          "id": "supplies-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Supply Reorder Warning",
+          "description": "3 critical medical items are under safety stock levels. Expedited delivery requested."
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": [
+            "col-sup-item",
+            "col-sup-dept",
+            "col-sup-stock",
+            "col-sup-min",
+            "col-sup-status"
+          ]
+        },
+        {
+          "id": "col-sup-item",
+          "component": "Col",
+          "label": "Inventory Item",
+          "type": "string",
+          "data": [
+            "IV Saline 0.9% (1000ml)",
+            "N95 Respirators (Size M)",
+            "Surgical Gloves (Size 7.5)",
+            "Propofol 10mg/ml Vials",
+            "ECG Electrode Pads"
+          ]
+        },
+        {
+          "id": "col-sup-dept",
+          "component": "Col",
+          "label": "Primary Location",
+          "type": "string",
+          "data": [
+            "Central Depot / ER",
+            "All Units Supply",
+            "OR Storage",
+            "ICU Pharmacy",
+            "Cardiology Depot"
+          ]
+        },
+        {
+          "id": "col-sup-stock",
+          "component": "Col",
+          "label": "Current Qty",
+          "type": "number",
+          "data": [
+            45,
+            120,
+            80,
+            18,
+            210
+          ]
+        },
+        {
+          "id": "col-sup-min",
+          "component": "Col",
+          "label": "Min Threshold",
+          "type": "number",
+          "data": [
+            150,
+            500,
+            300,
+            50,
+            200
+          ]
+        },
+        {
+          "id": "col-sup-status",
+          "component": "Col",
+          "label": "Reorder Status",
+          "type": "string",
+          "data": [
+            "Critical - Restock En Route",
+            "Low - Order Placed",
+            "Low - Pending Approval",
+            "Critical - Emergency Restock",
+            "Near Threshold"
+          ]
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Show detailed ICU bed breakdown and ventilator availability"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Export low supply inventory report for procurement"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "View staff shift roster for night shift"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..c43960f78
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-hospital__r4.txt
@@ -0,0 +1,735 @@
+Here is the interactive Hospital Operations Command Dashboard containing real-time monitoring and management controls for all 12 requested functional areas.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Hospital Operations Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "critical-alerts-banner",
+            "tabs-container",
+            "actions-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "date-picker-control"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Central Hospital Command Center",
+          "subtitle": "Real-time Operations Monitoring & Unit Action Console"
+        },
+        {
+          "id": "date-picker-control",
+          "component": "FormControl",
+          "label": "11. Look at another day (View Operations Date):",
+          "input": "ops-date-picker",
+          "hint": "Select any date to load historical operational logs or upcoming schedules."
+        },
+        {
+          "id": "ops-date-picker",
+          "component": "DatePicker",
+          "name": "opsDate",
+          "mode": "single"
+        },
+        {
+          "id": "critical-alerts-banner",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "6. Critical Patients Status Alert",
+          "description": "3 Critical Patients Requiring Immediate Attention: ICU Bed #04 (Ventilator Alarms), ER Trauma Bay #02 (Unstable Vitals), Cath Lab #01 (Post-Op Monitoring)."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-capacity",
+            "tab-patients",
+            "tab-staff-or",
+            "tab-supplies"
+          ]
+        },
+        {
+          "id": "tab-capacity",
+          "component": "TabItem",
+          "value": "capacity",
+          "trigger": "Occupancy & Admissions",
+          "content": [
+            "capacity-card"
+          ]
+        },
+        {
+          "id": "capacity-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bed-occupancy-heading",
+            "bed-progress",
+            "bed-occupancy-text",
+            "sep-1",
+            "er-wait-heading",
+            "er-wait-callout",
+            "sep-2",
+            "admissions-heading",
+            "admissions-chart"
+          ]
+        },
+        {
+          "id": "bed-occupancy-heading",
+          "component": "Heading",
+          "text": "1. Bed Occupancy Overview",
+          "level": "h3"
+        },
+        {
+          "id": "bed-progress",
+          "component": "Progress",
+          "value": 88,
+          "label": "Overall Capacity: 88% Occupied (440 / 500 Beds Occupied)"
+        },
+        {
+          "id": "bed-occupancy-text",
+          "component": "TextContent",
+          "text": "ICU: **95%** | Emergency: **90%** | Surgery: **82%** | Pediatrics: **75%** | General Ward: **88%**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "er-wait-heading",
+          "component": "Heading",
+          "text": "2. Current ER Wait Time",
+          "level": "h3"
+        },
+        {
+          "id": "er-wait-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Average ER Wait: 42 Minutes",
+          "description": "24 Patients currently in triage waiting room. Triage Level 1: 0m | Level 2: 12m | Level 3: 45m | Level 4: 65m"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "admissions-heading",
+          "component": "Heading",
+          "text": "3. Admissions Over the Past Two Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "admissions-chart",
+          "component": "LineChart",
+          "xLabel": "Date (Past 14 Days)",
+          "yLabel": "Daily Admissions",
+          "variant": "natural",
+          "labels": [
+            "May 01", "May 02", "May 03", "May 04", "May 05", "May 06", "May 07",
+            "May 08", "May 09", "May 10", "May 11", "May 12", "May 13", "May 14"
+          ],
+          "series": [
+            "series-admissions"
+          ]
+        },
+        {
+          "id": "series-admissions",
+          "component": "Series",
+          "category": "Admissions",
+          "values": [42, 48, 55, 39, 61, 58, 50, 45, 52, 64, 70, 59, 51, 63]
+        },
+        {
+          "id": "tab-patients",
+          "component": "TabItem",
+          "value": "patients",
+          "trigger": "Patients & Departments",
+          "content": [
+            "patients-card"
+          ]
+        },
+        {
+          "id": "patients-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "dept-patients-heading",
+            "dept-chart",
+            "sep-3",
+            "discharge-heading",
+            "discharge-list"
+          ]
+        },
+        {
+          "id": "dept-patients-heading",
+          "component": "Heading",
+          "text": "4. Patients Per Department",
+          "level": "h3"
+        },
+        {
+          "id": "dept-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Patient Count",
+          "yLabel": "Department",
+          "variant": "grouped",
+          "labels": ["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "Oncology", "Neurology"],
+          "series": [
+            "series-dept-patients"
+          ]
+        },
+        {
+          "id": "series-dept-patients",
+          "component": "Series",
+          "category": "Patients Enrolled",
+          "values": [65, 38, 72, 54, 41, 60, 48]
+        },
+        {
+          "id": "sep-3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "discharge-heading",
+          "component": "Heading",
+          "text": "7. Patients Ready for Discharge Today",
+          "level": "h3"
+        },
+        {
+          "id": "discharge-list",
+          "component": "Table",
+          "columns": [
+            "col-patient-id",
+            "col-patient-name",
+            "col-dept",
+            "col-status"
+          ]
+        },
+        {
+          "id": "col-patient-id",
+          "component": "Col",
+          "label": "Bed / Room",
+          "type": "string",
+          "data": ["Ward 3B - Bed 12", "Cardio 2A - Bed 04", "Ortho 1C - Bed 08", "ICU Stepdown - Bed 02"]
+        },
+        {
+          "id": "col-patient-name",
+          "component": "Col",
+          "label": "Patient Name",
+          "type": "string",
+          "data": ["Eleanor Vance", "Marcus Miller", "Sarah Jenkins", "David Chen"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["General Medicine", "Cardiology", "Orthopedics", "Neurology"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Discharge Status",
+          "type": "string",
+          "data": ["Script Signed - Pending Transport", "Awaiting Final Labs", "Ready - Awaiting Escort", "Script Signed - Ready"]
+        },
+        {
+          "id": "tab-staff-or",
+          "component": "TabItem",
+          "value": "staff-or",
+          "trigger": "Staff & Operating Rooms",
+          "content": [
+            "staff-or-card"
+          ]
+        },
+        {
+          "id": "staff-or-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "staff-heading",
+            "staff-table",
+            "sep-4",
+            "or-heading",
+            "or-table"
+          ]
+        },
+        {
+          "id": "staff-heading",
+          "component": "Heading",
+          "text": "5. Staff Currently On Shift",
+          "level": "h3"
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": [
+            "col-staff-name",
+            "col-staff-role",
+            "col-staff-unit",
+            "col-staff-shift"
+          ]
+        },
+        {
+          "id": "col-staff-name",
+          "component": "Col",
+          "label": "Staff Member",
+          "type": "string",
+          "data": ["Dr. Robert Ford", "Nurse Clara Oswald", "Dr. Alice Tremaine", "Nurse John Watson", "Tech Michael Scott"]
+        },
+        {
+          "id": "col-staff-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Attending Physician", "Charge Nurse", "Surgeon (On Call)", "RN Specialist", "Radiology Tech"]
+        },
+        {
+          "id": "col-staff-unit",
+          "component": "Col",
+          "label": "Assigned Unit",
+          "type": "string",
+          "data": ["Emergency ER", "ICU Pod A", "Operating Complex", "Pediatrics Ward", "Imaging / X-Ray"]
+        },
+        {
+          "id": "col-staff-shift",
+          "component": "Col",
+          "label": "Shift Schedule",
+          "type": "string",
+          "data": ["07:00 - 19:00", "07:00 - 19:00", "08:00 - 16:00", "07:00 - 15:00", "06:00 - 18:00"]
+        },
+        {
+          "id": "sep-4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "or-heading",
+          "component": "Heading",
+          "text": "8. Today's Operating Room Bookings",
+          "level": "h3"
+        },
+        {
+          "id": "or-table",
+          "component": "Table",
+          "columns": [
+            "col-or-suite",
+            "col-or-procedure",
+            "col-or-surgeon",
+            "col-or-time",
+            "col-or-status"
+          ]
+        },
+        {
+          "id": "col-or-suite",
+          "component": "Col",
+          "label": "OR Suite",
+          "type": "string",
+          "data": ["OR Suite 01", "OR Suite 02", "OR Suite 03", "OR Suite 04"]
+        },
+        {
+          "id": "col-or-procedure",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["Coronary Artery Bypass", "Total Knee Replacement", "Emergency Appendectomy", "Laparoscopic Cholecystectomy"]
+        },
+        {
+          "id": "col-or-surgeon",
+          "component": "Col",
+          "label": "Lead Surgeon",
+          "type": "string",
+          "data": ["Dr. A. Tremaine", "Dr. S. Kapoor", "Dr. R. Vance", "Dr. H. Choi"]
+        },
+        {
+          "id": "col-or-time",
+          "component": "Col",
+          "label": "Scheduled Time",
+          "type": "string",
+          "data": ["08:00 - 12:00", "09:30 - 12:30", "11:00 - 13:00", "14:00 - 16:00"]
+        },
+        {
+          "id": "col-or-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Progress", "In Prep", "Scheduled", "Scheduled"]
+        },
+        {
+          "id": "tab-supplies",
+          "component": "TabItem",
+          "value": "supplies",
+          "trigger": "Supplies & Inventory",
+          "content": [
+            "supplies-card"
+          ]
+        },
+        {
+          "id": "supplies-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "supplies-heading",
+            "supplies-alert",
+            "supplies-table"
+          ]
+        },
+        {
+          "id": "supplies-heading",
+          "component": "Heading",
+          "text": "9. Supplies Running Low",
+          "level": "h3"
+        },
+        {
+          "id": "supplies-alert",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Inventory Threshold Warning",
+          "description": "3 essential inventory categories have dropped below critical reorder limits."
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": [
+            "col-supply-item",
+            "col-supply-stock",
+            "col-supply-min",
+            "col-supply-status"
+          ]
+        },
+        {
+          "id": "col-supply-item",
+          "component": "Col",
+          "label": "Supply Item",
+          "type": "string",
+          "data": ["IV Saline Bags (1000ml)", "N95 Surgical Masks", "Surgical Gloves (Size L)", "Epinephrine Auto-Injectors"]
+        },
+        {
+          "id": "col-supply-stock",
+          "component": "Col",
+          "label": "Current Stock",
+          "type": "string",
+          "data": ["45 Units", "120 Units", "85 Boxes", "18 Units"]
+        },
+        {
+          "id": "col-supply-min",
+          "component": "Col",
+          "label": "Min Threshold",
+          "type": "string",
+          "data": ["150 Units", "500 Units", "200 Boxes", "50 Units"]
+        },
+        {
+          "id": "col-supply-status",
+          "component": "Col",
+          "label": "Order Status",
+          "type": "string",
+          "data": ["Critical - Reorder Sent", "Low - Rush Order Needed", "Low - Pending Delivery", "Critical - Expedited"]
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "actions-heading",
+            "actions-accordion"
+          ]
+        },
+        {
+          "id": "actions-heading",
+          "component": "Heading",
+          "text": "Operations Action Center",
+          "level": "h3"
+        },
+        {
+          "id": "actions-accordion",
+          "component": "Accordion",
+          "items": [
+            "item-file-incident",
+            "item-patient-transfer"
+          ]
+        },
+        {
+          "id": "item-file-incident",
+          "component": "AccordionItem",
+          "value": "file-incident",
+          "trigger": "10. File an Operational Incident Report",
+          "content": [
+            "form-incident"
+          ]
+        },
+        {
+          "id": "form-incident",
+          "component": "Form",
+          "name": "fileIncidentForm",
+          "fields": [
+            "fc-incident-type",
+            "fc-incident-desc"
+          ],
+          "buttons": "btn-submit-incident"
+        },
+        {
+          "id": "fc-incident-type",
+          "component": "FormControl",
+          "label": "Incident Category",
+          "input": "select-incident-type"
+        },
+        {
+          "id": "select-incident-type",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select type...",
+          "items": [
+            "sel-type-1",
+            "sel-type-2",
+            "sel-type-3",
+            "sel-type-4"
+          ]
+        },
+        {
+          "id": "sel-type-1",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment Malfunction"
+        },
+        {
+          "id": "sel-type-2",
+          "component": "SelectItem",
+          "value": "staffing",
+          "label": "Staff Shortage / Overtime Emergency"
+        },
+        {
+          "id": "sel-type-3",
+          "component": "SelectItem",
+          "value": "patient_safety",
+          "label": "Patient Safety Event"
+        },
+        {
+          "id": "sel-type-4",
+          "component": "SelectItem",
+          "value": "facility",
+          "label": "Facility / Logistics Issue"
+        },
+        {
+          "id": "fc-incident-desc",
+          "component": "FormControl",
+          "label": "Incident Details",
+          "input": "textarea-incident-desc"
+        },
+        {
+          "id": "textarea-incident-desc",
+          "component": "TextArea",
+          "name": "incidentDescription",
+          "placeholder": "Provide location, personnel involved, and situation details...",
+          "rows": 3
+        },
+        {
+          "id": "btn-submit-incident",
+          "component": "Buttons",
+          "buttons": [
+            "btn-file-now"
+          ]
+        },
+        {
+          "id": "btn-file-now",
+          "component": "Button",
+          "label": "File Incident Report",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "item-patient-transfer",
+          "component": "AccordionItem",
+          "value": "patient-transfer",
+          "trigger": "12. Request a Patient Transfer",
+          "content": [
+            "form-transfer"
+          ]
+        },
+        {
+          "id": "form-transfer",
+          "component": "Form",
+          "name": "requestTransferForm",
+          "fields": [
+            "fc-patient-id",
+            "fc-from-unit",
+            "fc-to-unit",
+            "fc-priority"
+          ],
+          "buttons": "btn-submit-transfer"
+        },
+        {
+          "id": "fc-patient-id",
+          "component": "FormControl",
+          "label": "Patient Identifier / Name",
+          "input": "input-transfer-patient"
+        },
+        {
+          "id": "input-transfer-patient",
+          "component": "Input",
+          "name": "patientIdentifier",
+          "placeholder": "e.g., PT-88421 or John Doe",
+          "type": "text"
+        },
+        {
+          "id": "fc-from-unit",
+          "component": "FormControl",
+          "label": "Current Unit",
+          "input": "input-from-unit"
+        },
+        {
+          "id": "input-from-unit",
+          "component": "Input",
+          "name": "fromUnit",
+          "placeholder": "e.g., ER Bay 4",
+          "type": "text"
+        },
+        {
+          "id": "fc-to-unit",
+          "component": "FormControl",
+          "label": "Target Destination Unit",
+          "input": "select-to-unit"
+        },
+        {
+          "id": "select-to-unit",
+          "component": "Select",
+          "name": "toUnit",
+          "placeholder": "Select destination...",
+          "items": [
+            "sel-dest-icu",
+            "sel-dest-stepdown",
+            "sel-dest-ortho",
+            "sel-dest-cardio",
+            "sel-dest-general"
+          ]
+        },
+        {
+          "id": "sel-dest-icu",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "Intensive Care Unit (ICU)"
+        },
+        {
+          "id": "sel-dest-stepdown",
+          "component": "SelectItem",
+          "value": "stepdown",
+          "label": "Telemetry / Stepdown"
+        },
+        {
+          "id": "sel-dest-ortho",
+          "component": "SelectItem",
+          "value": "ortho",
+          "label": "Orthopedics Ward"
+        },
+        {
+          "id": "sel-dest-cardio",
+          "component": "SelectItem",
+          "value": "cardio",
+          "label": "Cardiology Department"
+        },
+        {
+          "id": "sel-dest-general",
+          "component": "SelectItem",
+          "value": "general",
+          "label": "General Medical / Surgical"
+        },
+        {
+          "id": "fc-priority",
+          "component": "FormControl",
+          "label": "Transfer Priority",
+          "input": "radio-priority"
+        },
+        {
+          "id": "radio-priority",
+          "component": "RadioGroup",
+          "name": "transferPriority",
+          "defaultValue": "routine",
+          "items": [
+            "radio-routine",
+            "radio-urgent",
+            "radio-stat"
+          ]
+        },
+        {
+          "id": "radio-routine",
+          "component": "RadioItem",
+          "value": "routine",
+          "label": "Routine",
+          "description": "Standard transfer within 2-4 hours"
+        },
+        {
+          "id": "radio-urgent",
+          "component": "RadioItem",
+          "value": "urgent",
+          "label": "Urgent",
+          "description": "Transfer required within 1 hour"
+        },
+        {
+          "id": "radio-stat",
+          "component": "RadioItem",
+          "value": "stat",
+          "label": "STAT / Emergency",
+          "description": "Immediate bed assignment and escort needed"
+        },
+        {
+          "id": "btn-submit-transfer",
+          "component": "Buttons",
+          "buttons": [
+            "btn-request-transfer-now"
+          ]
+        },
+        {
+          "id": "btn-request-transfer-now",
+          "component": "Button",
+          "label": "Submit Transfer Request",
+          "variant": "primary",
+          "type": "normal"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..5106f5e86
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r1.txt
@@ -0,0 +1,990 @@
+Here is the PMO Project Portfolio Review dashboard covering all requested requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "PMO Intelligence Suite"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "health-summary-callout",
+            "tabs-main"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "header-actions-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "CardHeader",
+          "title": "PMO Project Portfolio Review",
+          "subtitle": "Q3 2024 Executive Overview & Health Assessment"
+        },
+        {
+          "id": "header-actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "wrap": true,
+          "children": [
+            "quarter-select-control",
+            "top-buttons"
+          ]
+        },
+        {
+          "id": "quarter-select-control",
+          "component": "FormControl",
+          "label": "Reporting Quarter",
+          "hint": "Select timeframe for portfolio metrics",
+          "input": "quarter-select"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "selectedQuarter",
+          "value": "Q3 2024",
+          "placeholder": "Select quarter...",
+          "items": [
+            "q1-item",
+            "q2-item",
+            "q3-item",
+            "q4-item"
+          ]
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "Q1 2024",
+          "label": "Q1 2024 (Jan - Mar)"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "Q2 2024",
+          "label": "Q2 2024 (Apr - Jun)"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "Q3 2024",
+          "label": "Q3 2024 (Jul - Sep)"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "Q4 2024",
+          "label": "Q4 2024 (Oct - Dec)"
+        },
+        {
+          "id": "top-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-export-review",
+            "btn-resource-request",
+            "btn-archive-project"
+          ]
+        },
+        {
+          "id": "btn-export-review",
+          "component": "Button",
+          "label": "Export Review (PDF/XLS)",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["exportPortfolioReview"]
+        },
+        {
+          "id": "btn-resource-request",
+          "component": "Button",
+          "label": "Request Staffing / People",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["openResourceRequestModal"]
+        },
+        {
+          "id": "btn-archive-project",
+          "component": "Button",
+          "label": "Archive Project",
+          "variant": "tertiary",
+          "size": "medium",
+          "action": ["openArchiveProjectModal"]
+        },
+        {
+          "id": "health-summary-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio Health Summary (Requirement #9)",
+          "description": "Portfolio Status: MODERATE RISK — 5 active projects running at 88% velocity, 2 critical overdue milestones need immediate intervention, and Cloud Migration is at 94% budget allocation."
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-active-projects",
+            "tab-delivery-budget",
+            "tab-risks-blockers",
+            "tab-actions-management"
+          ]
+        },
+        {
+          "id": "tab-active-projects",
+          "component": "TabItem",
+          "value": "active-projects",
+          "trigger": "Active Projects & Deadlines",
+          "content": [
+            "card-active-projects",
+            "card-upcoming-deadlines"
+          ]
+        },
+        {
+          "id": "card-active-projects",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-active-projects",
+            "table-active-projects"
+          ]
+        },
+        {
+          "id": "head-active-projects",
+          "component": "CardHeader",
+          "title": "Active Projects Portfolio",
+          "subtitle": "Overview of active initiatives, assigned owners, targeted deadlines, and health indicators"
+        },
+        {
+          "id": "table-active-projects",
+          "component": "Table",
+          "columns": [
+            "col-proj-name",
+            "col-proj-owner",
+            "col-proj-deadline",
+            "col-proj-health",
+            "col-proj-progress"
+          ]
+        },
+        {
+          "id": "col-proj-name",
+          "component": "Col",
+          "label": "Project Name",
+          "type": "string",
+          "data": [
+            "ERP NextGen Upgrade",
+            "Cloud Infrastructure Migration",
+            "Mobile App v3.0",
+            "Data Governance Framework",
+            "AI Customer Support Bot"
+          ]
+        },
+        {
+          "id": "col-proj-owner",
+          "component": "Col",
+          "label": "Project Owner",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins (VP Ops)",
+            "David Chen (Tech Lead)",
+            "Maria Garcia (Product)",
+            "James Wilson (Compliance)",
+            "Elena Rostova (AI Lead)"
+          ]
+        },
+        {
+          "id": "col-proj-deadline",
+          "component": "Col",
+          "label": "Target Deadline",
+          "type": "string",
+          "data": [
+            "2024-09-15",
+            "2024-08-30",
+            "2024-10-10",
+            "2024-11-01",
+            "2024-09-05"
+          ]
+        },
+        {
+          "id": "col-proj-health",
+          "component": "Col",
+          "label": "Project Health",
+          "type": "string",
+          "data": [
+            "🟢 On Track",
+            "🔴 At Risk",
+            "🟢 On Track",
+            "🟡 Needs Attention",
+            "🟢 On Track"
+          ]
+        },
+        {
+          "id": "col-proj-progress",
+          "component": "Col",
+          "label": "Completion",
+          "type": "string",
+          "data": [
+            "78%",
+            "62%",
+            "85%",
+            "40%",
+            "90%"
+          ]
+        },
+        {
+          "id": "card-upcoming-deadlines",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-upcoming-deadlines",
+            "list-deadlines"
+          ]
+        },
+        {
+          "id": "head-upcoming-deadlines",
+          "component": "CardHeader",
+          "title": "Upcoming Deadlines (Next 2 Weeks)",
+          "subtitle": "Key project deliverables due between today and September 7"
+        },
+        {
+          "id": "list-deadlines",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "dl-item-1",
+            "dl-item-2",
+            "dl-item-3",
+            "dl-item-4"
+          ]
+        },
+        {
+          "id": "dl-item-1",
+          "component": "ListItem",
+          "title": "Aug 28 — AI Customer Support Bot: Staging UAT Signoff",
+          "subtitle": "Owner: Elena Rostova | Impact: Launch Gate 1",
+          "actionLabel": "View Milestone"
+        },
+        {
+          "id": "dl-item-2",
+          "component": "ListItem",
+          "title": "Aug 30 — Cloud Infrastructure Migration: Final Database Cutover",
+          "subtitle": "Owner: David Chen | High Risk: Requires scheduled downtime window",
+          "actionLabel": "Review Plan"
+        },
+        {
+          "id": "dl-item-3",
+          "component": "ListItem",
+          "title": "Sep 02 — ERP NextGen Upgrade: Finance Module Integration Test",
+          "subtitle": "Owner: Sarah Jenkins | Dependency: Cloud Migration DB cutover",
+          "actionLabel": "View Milestone"
+        },
+        {
+          "id": "dl-item-4",
+          "component": "ListItem",
+          "title": "Sep 05 — Mobile App v3.0: iOS & Android App Store Submission",
+          "subtitle": "Owner: Maria Garcia | Marketing campaign launch aligned",
+          "actionLabel": "View Milestone"
+        },
+        {
+          "id": "tab-delivery-budget",
+          "component": "TabItem",
+          "value": "delivery-budget",
+          "trigger": "Delivery Pace & Financials",
+          "content": [
+            "card-delivery-pace",
+            "card-budget-tracking",
+            "card-utilization"
+          ]
+        },
+        {
+          "id": "card-delivery-pace",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-delivery-pace",
+            "chart-delivery-pace"
+          ]
+        },
+        {
+          "id": "head-delivery-pace",
+          "component": "CardHeader",
+          "title": "Delivery Pace (Past 6 Sprints)",
+          "subtitle": "Committed vs Completed Story Points across Portfolio Sprints 18 to 23"
+        },
+        {
+          "id": "chart-delivery-pace",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Sprints",
+          "yLabel": "Story Points",
+          "labels": ["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"],
+          "series": [
+            "series-committed-pts",
+            "series-completed-pts"
+          ]
+        },
+        {
+          "id": "series-committed-pts",
+          "component": "Series",
+          "category": "Committed Points",
+          "values": [120, 125, 130, 128, 135, 140]
+        },
+        {
+          "id": "series-completed-pts",
+          "component": "Series",
+          "category": "Completed Points",
+          "values": [115, 122, 110, 125, 130, 122]
+        },
+        {
+          "id": "card-budget-tracking",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-budget",
+            "chart-budget-bar"
+          ]
+        },
+        {
+          "id": "head-budget",
+          "component": "CardHeader",
+          "title": "Budget Spent vs Allocation per Project",
+          "subtitle": "Financial tracking in USD ($K) across active portfolio projects"
+        },
+        {
+          "id": "chart-budget-bar",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Amount ($ in Thousands)",
+          "yLabel": "Projects",
+          "labels": ["ERP NextGen", "Cloud Migration", "Mobile App v3.0", "Data Governance", "AI Support Bot"],
+          "series": [
+            "series-budget-allocated",
+            "series-budget-spent"
+          ]
+        },
+        {
+          "id": "series-budget-allocated",
+          "component": "Series",
+          "category": "Allocated Budget ($k)",
+          "values": [450, 300, 220, 180, 150]
+        },
+        {
+          "id": "series-budget-spent",
+          "component": "Series",
+          "category": "Spent to Date ($k)",
+          "values": [351, 282, 187, 72, 135]
+        },
+        {
+          "id": "card-utilization",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-utilization",
+            "table-utilization"
+          ]
+        },
+        {
+          "id": "head-utilization",
+          "component": "CardHeader",
+          "title": "Team Utilization & Capacity",
+          "subtitle": "Resource allocation ratios across functional domain engineering & product groups"
+        },
+        {
+          "id": "table-utilization",
+          "component": "Table",
+          "columns": [
+            "col-team-name",
+            "col-team-headcount",
+            "col-team-allocated",
+            "col-team-util-rate",
+            "col-team-status"
+          ]
+        },
+        {
+          "id": "col-team-name",
+          "component": "Col",
+          "label": "Team / Discipline",
+          "type": "string",
+          "data": [
+            "Backend Engineering",
+            "Frontend / Mobile",
+            "DevOps & Infrastructure",
+            "Data Science & AI",
+            "QA & Automation"
+          ]
+        },
+        {
+          "id": "col-team-headcount",
+          "component": "Col",
+          "label": "Total Headcount",
+          "type": "number",
+          "data": [14, 10, 6, 5, 8]
+        },
+        {
+          "id": "col-team-allocated",
+          "component": "Col",
+          "label": "Allocated FTEs",
+          "type": "number",
+          "data": [13.5, 9.8, 6.0, 4.5, 7.2]
+        },
+        {
+          "id": "col-team-util-rate",
+          "component": "Col",
+          "label": "Utilization Rate",
+          "type": "string",
+          "data": ["96%", "98%", "100%", "90%", "90%"]
+        },
+        {
+          "id": "col-team-status",
+          "component": "Col",
+          "label": "Capacity Status",
+          "type": "string",
+          "data": [
+            "⚠️ Near Capacity",
+            "🔴 Overloaded",
+            "🔴 Max Capacity (Bottleneck)",
+            "🟢 Healthy",
+            "🟢 Healthy"
+          ]
+        },
+        {
+          "id": "tab-risks-blockers",
+          "component": "TabItem",
+          "value": "risks-blockers",
+          "trigger": "Overdue, Risks & Blocked Work",
+          "content": [
+            "card-overdue-milestones",
+            "card-risks-registry",
+            "card-blocked-items"
+          ]
+        },
+        {
+          "id": "card-overdue-milestones",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-overdue-milestones",
+            "table-overdue-milestones"
+          ]
+        },
+        {
+          "id": "head-overdue-milestones",
+          "component": "CardHeader",
+          "title": "Overdue Milestones",
+          "subtitle": "Milestones past baseline target date requiring immediate PMO recovery plans"
+        },
+        {
+          "id": "table-overdue-milestones",
+          "component": "Table",
+          "columns": [
+            "col-ms-proj",
+            "col-ms-title",
+            "col-ms-duedate",
+            "col-ms-delay",
+            "col-ms-owner"
+          ]
+        },
+        {
+          "id": "col-ms-proj",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "Cloud Infrastructure Migration",
+            "ERP NextGen Upgrade",
+            "Data Governance Framework"
+          ]
+        },
+        {
+          "id": "col-ms-title",
+          "component": "Col",
+          "label": "Milestone Target",
+          "type": "string",
+          "data": [
+            "Legacy DB Schema Archival",
+            "Vendor Security Audit Compliance",
+            "Data Catalog Classification V1"
+          ]
+        },
+        {
+          "id": "col-ms-duedate",
+          "component": "Col",
+          "label": "Baseline Target",
+          "type": "string",
+          "data": ["2024-08-10", "2024-08-18", "2024-08-20"]
+        },
+        {
+          "id": "col-ms-delay",
+          "component": "Col",
+          "label": "Days Overdue",
+          "type": "string",
+          "data": ["14 Days Late", "6 Days Late", "4 Days Late"]
+        },
+        {
+          "id": "col-ms-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["David Chen", "Sarah Jenkins", "James Wilson"]
+        },
+        {
+          "id": "card-risks-registry",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-risks",
+            "table-risks"
+          ]
+        },
+        {
+          "id": "head-risks",
+          "component": "CardHeader",
+          "title": "Active Portfolio Risks & Severity",
+          "subtitle": "Identified threat log with severity rating, probability, and mitigation action"
+        },
+        {
+          "id": "table-risks",
+          "component": "Table",
+          "columns": [
+            "col-risk-id",
+            "col-risk-proj",
+            "col-risk-desc",
+            "col-risk-sev",
+            "col-risk-plan"
+          ]
+        },
+        {
+          "id": "col-risk-id",
+          "component": "Col",
+          "label": "Risk ID",
+          "type": "string",
+          "data": ["RSK-102", "RSK-089", "RSK-114", "RSK-095"]
+        },
+        {
+          "id": "col-risk-proj",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "Cloud Infrastructure Migration",
+            "ERP NextGen Upgrade",
+            "Mobile App v3.0",
+            "Data Governance"
+          ]
+        },
+        {
+          "id": "col-risk-desc",
+          "component": "Col",
+          "label": "Risk Description",
+          "type": "string",
+          "data": [
+            "Single point of failure in network pipeline during live cutover",
+            "Third-party API deprecation schedule conflicts with go-live target",
+            "Apple App Store strict privacy guideline changes for OAuth",
+            "Key compliance personnel attrition causing review slowdown"
+          ]
+        },
+        {
+          "id": "col-risk-sev",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["🔴 CRITICAL", "🟠 HIGH", "🟡 MEDIUM", "🟠 HIGH"]
+        },
+        {
+          "id": "col-risk-plan",
+          "component": "Col",
+          "label": "Mitigation Strategy",
+          "type": "string",
+          "data": [
+            "Contract contractor network specialist for cutover weekend",
+            "Negotiate 30-day API support extension with vendor",
+            "Refactor auth SDK flow ahead of submission",
+            "Reassign secondary reviewer from Legal PM team"
+          ]
+        },
+        {
+          "id": "card-blocked-items",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-blocked-items",
+            "table-blocked-items"
+          ]
+        },
+        {
+          "id": "head-blocked-items",
+          "component": "CardHeader",
+          "title": "Blocked Work Items",
+          "subtitle": "Tasks and stories currently blocked waiting on external dependencies or approvals"
+        },
+        {
+          "id": "table-blocked-items",
+          "component": "Table",
+          "columns": [
+            "col-block-id",
+            "col-block-title",
+            "col-block-project",
+            "col-block-reason",
+            "col-block-age"
+          ]
+        },
+        {
+          "id": "col-block-id",
+          "component": "Col",
+          "label": "Key",
+          "type": "string",
+          "data": ["ERP-402", "CLOUD-881", "MOB-319"]
+        },
+        {
+          "id": "col-block-title",
+          "component": "Col",
+          "label": "Blocked Item Title",
+          "type": "string",
+          "data": [
+            "Procurement approval for SAP Connector License",
+            "AWS Direct Connect circuit provision from Telecom ISP",
+            "Push notification SSL certificate signing"
+          ]
+        },
+        {
+          "id": "col-block-project",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "ERP NextGen Upgrade",
+            "Cloud Infrastructure Migration",
+            "Mobile App v3.0"
+          ]
+        },
+        {
+          "id": "col-block-reason",
+          "component": "Col",
+          "label": "Blocking Reason / Dependency",
+          "type": "string",
+          "data": [
+            "Awaiting CFO signature on PO #8821",
+            "ISP lead time delayed by 10 business days",
+            "SecOps ticket #4412 pending approval"
+          ]
+        },
+        {
+          "id": "col-block-age",
+          "component": "Col",
+          "label": "Blocked Time",
+          "type": "string",
+          "data": ["5 days", "12 days", "3 days"]
+        },
+        {
+          "id": "tab-actions-management",
+          "component": "TabItem",
+          "value": "actions-management",
+          "trigger": "PMO Actions & Operations",
+          "content": [
+            "card-resource-form",
+            "card-archive-form"
+          ]
+        },
+        {
+          "id": "card-resource-form",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-resource-req",
+            "form-resource-request"
+          ]
+        },
+        {
+          "id": "head-resource-req",
+          "component": "CardHeader",
+          "title": "Request Additional Staffing / People (Requirement #11)",
+          "subtitle": "Submit formal resource request to PMO Steering Committee"
+        },
+        {
+          "id": "form-resource-request",
+          "component": "Form",
+          "name": "resourceAllocationForm",
+          "fields": [
+            "fc-res-project",
+            "fc-res-role",
+            "fc-res-count",
+            "fc-res-reason"
+          ],
+          "buttons": "btn-group-resource-submit"
+        },
+        {
+          "id": "fc-res-project",
+          "component": "FormControl",
+          "label": "Target Project",
+          "hint": "Select project requiring additional headcount",
+          "input": "select-res-project"
+        },
+        {
+          "id": "select-res-project",
+          "component": "Select",
+          "name": "targetProject",
+          "value": "Cloud Infrastructure Migration",
+          "placeholder": "Choose project...",
+          "items": [
+            "opt-p1",
+            "opt-p2",
+            "opt-p3",
+            "opt-p4",
+            "opt-p5"
+          ]
+        },
+        {
+          "id": "opt-p1",
+          "component": "SelectItem",
+          "value": "ERP NextGen Upgrade",
+          "label": "ERP NextGen Upgrade"
+        },
+        {
+          "id": "opt-p2",
+          "component": "SelectItem",
+          "value": "Cloud Infrastructure Migration",
+          "label": "Cloud Infrastructure Migration"
+        },
+        {
+          "id": "opt-p3",
+          "component": "SelectItem",
+          "value": "Mobile App v3.0",
+          "label": "Mobile App v3.0"
+        },
+        {
+          "id": "opt-p4",
+          "component": "SelectItem",
+          "value": "Data Governance Framework",
+          "label": "Data Governance Framework"
+        },
+        {
+          "id": "opt-p5",
+          "component": "SelectItem",
+          "value": "AI Customer Support Bot",
+          "label": "AI Customer Support Bot"
+        },
+        {
+          "id": "fc-res-role",
+          "component": "FormControl",
+          "label": "Role / Capability Needed",
+          "hint": "e.g., Senior DevOps Architect, QA Engineer",
+          "input": "input-res-role"
+        },
+        {
+          "id": "input-res-role",
+          "component": "Input",
+          "name": "requestedRole",
+          "placeholder": "Senior DevOps Engineer",
+          "type": "text"
+        },
+        {
+          "id": "fc-res-count",
+          "component": "FormControl",
+          "label": "Number of FTEs Requested",
+          "hint": "Slide to set full-time equivalent capacity",
+          "input": "slider-res-count"
+        },
+        {
+          "id": "slider-res-count",
+          "component": "Slider",
+          "name": "fteCount",
+          "variant": "discrete",
+          "min": 1,
+          "max": 5,
+          "step": 1,
+          "defaultValue": [2],
+          "label": "Requested FTEs"
+        },
+        {
+          "id": "fc-res-reason",
+          "component": "FormControl",
+          "label": "Business Justification",
+          "hint": "Explain risk mitigation or velocity acceleration reason",
+          "input": "textarea-res-reason"
+        },
+        {
+          "id": "textarea-res-reason",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Database cutover schedule requires dual-run coverage during Sprint 24 & 25 to prevent downtime...",
+          "rows": 3
+        },
+        {
+          "id": "btn-group-resource-submit",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-res-request"
+          ]
+        },
+        {
+          "id": "btn-submit-res-request",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary",
+          "type": "normal",
+          "action": ["submitResourceRequest"]
+        },
+        {
+          "id": "card-archive-form",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "head-archive-proj",
+            "form-archive-proj"
+          ]
+        },
+        {
+          "id": "head-archive-proj",
+          "component": "CardHeader",
+          "title": "Archive Finished Project (Requirement #13)",
+          "subtitle": "Close out completed projects and move historical data to PMO archives"
+        },
+        {
+          "id": "form-archive-proj",
+          "component": "Form",
+          "name": "archiveProjectForm",
+          "fields": [
+            "fc-archive-select",
+            "fc-archive-checklist"
+          ],
+          "buttons": "btn-group-archive-submit"
+        },
+        {
+          "id": "fc-archive-select",
+          "component": "FormControl",
+          "label": "Select Completed Project to Archive",
+          "hint": "Only projects with 100% completion or formally signed off can be archived",
+          "input": "select-archive-proj"
+        },
+        {
+          "id": "select-archive-proj",
+          "component": "Select",
+          "name": "archiveProjectName",
+          "placeholder": "Choose project to archive...",
+          "items": [
+            "opt-arch-1",
+            "opt-arch-2"
+          ]
+        },
+        {
+          "id": "opt-arch-1",
+          "component": "SelectItem",
+          "value": "Legacy System Decommissioning (Completed Q2)",
+          "label": "Legacy System Decommissioning (Completed Q2)"
+        },
+        {
+          "id": "opt-arch-2",
+          "component": "SelectItem",
+          "value": "SOC2 Compliance Audit Readiness (Completed Q2)",
+          "label": "SOC2 Compliance Audit Readiness (Completed Q2)"
+        },
+        {
+          "id": "fc-archive-checklist",
+          "component": "FormControl",
+          "label": "Closeout Sign-off Checklist",
+          "hint": "Confirm all closeout requirements are satisfied",
+          "input": "cb-archive-checklist"
+        },
+        {
+          "id": "cb-archive-checklist",
+          "component": "CheckBoxGroup",
+          "name": "archiveChecklist",
+          "items": [
+            "cb-item-1",
+            "cb-item-2",
+            "cb-item-3"
+          ]
+        },
+        {
+          "id": "cb-item-1",
+          "component": "CheckBoxItem",
+          "name": "finalBudgetReconciled",
+          "label": "Final financial reconciliation complete",
+          "description": "All purchase orders closed and variance reports approved",
+          "defaultChecked": true
+        },
+        {
+          "id": "cb-item-2",
+          "component": "CheckBoxItem",
+          "name": "retrospectiveDone",
+          "label": "Lessons learned retrospective documented",
+          "description": "PMO knowledge base updated with project artifacts",
+          "defaultChecked": true
+        },
+        {
+          "id": "cb-item-3",
+          "component": "CheckBoxItem",
+          "name": "stakeholderSignoff",
+          "label": "Executive stakeholder sign-off obtained",
+          "description": "Formal acceptance document signed by primary sponsor",
+          "defaultChecked": false
+        },
+        {
+          "id": "btn-group-archive-submit",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-archive"
+          ]
+        },
+        {
+          "id": "btn-submit-archive",
+          "component": "Button",
+          "label": "Archive Project & Lock Records",
+          "variant": "secondary",
+          "type": "destructive",
+          "action": ["archiveProject"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..f00136cee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r2.txt
@@ -0,0 +1,844 @@
+I have created a single-screen PMO Project Portfolio Review dashboard covering all 13 required metrics and interactions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "PMO Intelligence"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "health-summary-callout",
+            "tabs-container",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "header-actions-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-titles",
+            "quarter-selector-control"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "PMO Executive Portfolio Review"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Overall status, risks, budget allocation, delivery pace, and resource planning across active initiatives.",
+          "size": "small"
+        },
+        {
+          "id": "quarter-selector-control",
+          "component": "FormControl",
+          "label": "Review Period (Item #10)",
+          "input": "quarter-select",
+          "hint": "Switch timeline view"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter_select",
+          "value": "q3_2024",
+          "items": [
+            "q1-item",
+            "q2-item",
+            "q3-item",
+            "q4-item"
+          ]
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "q1_2024",
+          "label": "Q1 2024"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "q2_2024",
+          "label": "Q2 2024"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "q3_2024",
+          "label": "Q3 2024 (Current)"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "q4_2024",
+          "label": "Q4 2024 (Forecast)"
+        },
+        {
+          "id": "header-actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "action-buttons-group",
+            "header-badge"
+          ]
+        },
+        {
+          "id": "action-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "export-review-btn",
+            "request-resource-dlg-btn",
+            "archive-project-dlg-btn"
+          ]
+        },
+        {
+          "id": "export-review-btn",
+          "component": "Button",
+          "label": "Export Portfolio Review (PDF/XLS)",
+          "variant": "primary",
+          "size": "small",
+          "action": ["exportPortfolio", {"format": "pdf"}]
+        },
+        {
+          "id": "request-resource-dlg-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Headcount (Item #11)",
+          "triggerVariant": "secondary",
+          "title": "Resource Allocation Request",
+          "description": "Submit a formal request to PMO Resource Management for additional team members.",
+          "content": [
+            "res-req-form"
+          ]
+        },
+        {
+          "id": "res-req-form",
+          "component": "Form",
+          "name": "resource_request_form",
+          "fields": [
+            "req-project-control",
+            "req-role-control",
+            "req-count-control",
+            "req-justification-control"
+          ],
+          "buttons": "res-req-buttons"
+        },
+        {
+          "id": "req-project-control",
+          "component": "FormControl",
+          "label": "Project Target",
+          "input": "req-project-select"
+        },
+        {
+          "id": "req-project-select",
+          "component": "Select",
+          "name": "target_project",
+          "value": "proj-apollo",
+          "items": [
+            "sel-apollo",
+            "sel-beacon",
+            "sel-cipher",
+            "sel-delta"
+          ]
+        },
+        {
+          "id": "sel-apollo",
+          "component": "SelectItem",
+          "value": "proj-apollo",
+          "label": "Project Apollo (Cloud Migration)"
+        },
+        {
+          "id": "sel-beacon",
+          "component": "SelectItem",
+          "value": "proj-beacon",
+          "label": "Project Beacon (Mobile Redesign)"
+        },
+        {
+          "id": "sel-cipher",
+          "component": "SelectItem",
+          "value": "proj-cipher",
+          "label": "Project Cipher (Security Standard)"
+        },
+        {
+          "id": "sel-delta",
+          "component": "SelectItem",
+          "value": "proj-delta",
+          "label": "Project Delta (ERP Integration)"
+        },
+        {
+          "id": "req-role-control",
+          "component": "FormControl",
+          "label": "Role Required",
+          "input": "req-role-input"
+        },
+        {
+          "id": "req-role-input",
+          "component": "Input",
+          "name": "role_type",
+          "placeholder": "e.g., Senior DevOps Engineer"
+        },
+        {
+          "id": "req-count-control",
+          "component": "FormControl",
+          "label": "FTE Count",
+          "input": "req-count-slider"
+        },
+        {
+          "id": "req-count-slider",
+          "component": "Slider",
+          "name": "fte_count",
+          "variant": "discrete",
+          "min": 1,
+          "max": 5,
+          "step": 1,
+          "defaultValue": [1]
+        },
+        {
+          "id": "req-justification-control",
+          "component": "FormControl",
+          "label": "Business Justification",
+          "input": "req-justification-area"
+        },
+        {
+          "id": "req-justification-area",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Explain capacity bottleneck or critical timeline risk...",
+          "rows": 3
+        },
+        {
+          "id": "res-req-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-res-req-btn"
+          ]
+        },
+        {
+          "id": "submit-res-req-btn",
+          "component": "Button",
+          "label": "Submit Headcount Request",
+          "variant": "primary",
+          "action": ["submitResourceRequest"]
+        },
+        {
+          "id": "archive-project-dlg-btn",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Finished Project (Item #13)",
+          "triggerVariant": "outline",
+          "title": "Archive Completed Project",
+          "description": "Select a project that has met all closeout criteria. Archiving moves the project history to PMO Vault and frees allocated resources.",
+          "confirmLabel": "Confirm Archive",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "header-badge",
+          "component": "Badge",
+          "text": "PMO Status: ACTIVE REVIEW",
+          "variant": "secondary"
+        },
+        {
+          "id": "health-summary-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Item #9: Portfolio Health Summary",
+          "description": "Portfolio is MODERATELY HEALTHY (82% overall score): 2 projects on track, 1 at risk due to cloud architecture bottlenecks, and 1 delayed by vendor dependencies."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-projects",
+            "tab-governance",
+            "tab-execution"
+          ]
+        },
+        {
+          "id": "tab-projects",
+          "component": "TabItem",
+          "value": "tab_projects_overview",
+          "trigger": "Active Projects & Budgets",
+          "content": [
+            "projects-card",
+            "budget-card"
+          ]
+        },
+        {
+          "id": "projects-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "projects-header",
+            "projects-table"
+          ]
+        },
+        {
+          "id": "projects-header",
+          "component": "CardHeader",
+          "title": "Item #1: Active Projects Status",
+          "subtitle": "Overview of active initiatives, designated project owners, targets, and current health"
+        },
+        {
+          "id": "projects-table",
+          "component": "Table",
+          "columns": [
+            "col-proj-name",
+            "col-proj-owner",
+            "col-proj-deadline",
+            "col-proj-health",
+            "col-proj-action"
+          ]
+        },
+        {
+          "id": "col-proj-name",
+          "component": "Col",
+          "label": "Project Name",
+          "type": "string",
+          "data": [
+            "Project Apollo (Cloud Migration)",
+            "Project Beacon (Mobile App Redesign)",
+            "Project Cipher (Zero Trust Security)",
+            "Project Delta (ERP Integration)"
+          ]
+        },
+        {
+          "id": "col-proj-owner",
+          "component": "Col",
+          "label": "Project Owner",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins (VP Eng)",
+            "Marcus Vance (Product Lead)",
+            "Elena Rostova (CISO)",
+            "David Chen (Enterprise Arch)"
+          ]
+        },
+        {
+          "id": "col-proj-deadline",
+          "component": "Col",
+          "label": "Target Deadline",
+          "type": "string",
+          "data": [
+            "Oct 15, 2024",
+            "Nov 30, 2024",
+            "Sep 30, 2024",
+            "Dec 15, 2024"
+          ]
+        },
+        {
+          "id": "col-proj-health",
+          "component": "Col",
+          "label": "Health Indicator",
+          "type": "string",
+          "data": [
+            "AT RISK (Yellow)",
+            "HEALTHY (Green)",
+            "HEALTHY (Green)",
+            "DELAYED (Red)"
+          ]
+        },
+        {
+          "id": "col-proj-action",
+          "component": "Col",
+          "label": "Archive Action",
+          "type": "action",
+          "data": [
+            "Active",
+            "Active",
+            "Archive Ready",
+            "Active"
+          ]
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "budget-header",
+            "budget-chart"
+          ]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Item #3: Budget Spent vs Allocation",
+          "subtitle": "Comparison of consumed capital ($k) against allocated budget ceiling per active project"
+        },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "Amount ($ in Thousands)",
+          "labels": [
+            "Apollo",
+            "Beacon",
+            "Cipher",
+            "Delta"
+          ],
+          "series": [
+            "series-budget-allocated",
+            "series-budget-spent"
+          ]
+        },
+        {
+          "id": "series-budget-allocated",
+          "component": "Series",
+          "category": "Allocated Budget ($k)",
+          "values": [450, 300, 200, 600]
+        },
+        {
+          "id": "series-budget-spent",
+          "component": "Series",
+          "category": "Spent to Date ($k)",
+          "values": [380, 210, 185, 540]
+        },
+        {
+          "id": "tab-governance",
+          "component": "TabItem",
+          "value": "tab_governance_risks",
+          "trigger": "Milestones & Governance",
+          "content": [
+            "milestones-two-col-card",
+            "risks-card"
+          ]
+        },
+        {
+          "id": "milestones-two-col-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "overdue-card",
+            "upcoming-card"
+          ]
+        },
+        {
+          "id": "overdue-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "overdue-header",
+            "overdue-list"
+          ]
+        },
+        {
+          "id": "overdue-header",
+          "component": "CardHeader",
+          "title": "Item #2: Overdue Milestones",
+          "subtitle": "Critical path items past deadline requiring immediate PMO remediation"
+        },
+        {
+          "id": "overdue-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "overdue-item-1",
+            "overdue-item-2"
+          ]
+        },
+        {
+          "id": "overdue-item-1",
+          "component": "ListItem",
+          "title": "Data Pipeline AWS Migration Sign-off",
+          "subtitle": "Project Apollo • Overdue by 12 days • Owner: S. Jenkins",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "overdue-item-2",
+          "component": "ListItem",
+          "title": "Legacy ERP API Connector Validation",
+          "subtitle": "Project Delta • Overdue by 5 days • Owner: D. Chen",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "upcoming-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "upcoming-header",
+            "upcoming-list"
+          ]
+        },
+        {
+          "id": "upcoming-header",
+          "component": "CardHeader",
+          "title": "Item #6: Deadlines Next 2 Weeks",
+          "subtitle": "Upcoming key deliverables scheduled between Sep 16 - Sep 30"
+        },
+        {
+          "id": "upcoming-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "upcoming-item-1",
+            "upcoming-item-2",
+            "upcoming-item-3"
+          ]
+        },
+        {
+          "id": "upcoming-item-1",
+          "component": "ListItem",
+          "title": "IAM Zero Trust Policy Rollout",
+          "subtitle": "Project Cipher • Due Sep 20, 2024",
+          "actionLabel": "View"
+        },
+        {
+          "id": "upcoming-item-2",
+          "component": "ListItem",
+          "title": "iOS Beta Build 2.0 User Testing",
+          "subtitle": "Project Beacon • Due Sep 24, 2024",
+          "actionLabel": "View"
+        },
+        {
+          "id": "upcoming-item-3",
+          "component": "ListItem",
+          "title": "Database Schema Freeze",
+          "subtitle": "Project Delta • Due Sep 28, 2024",
+          "actionLabel": "View"
+        },
+        {
+          "id": "risks-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risks-header",
+            "risks-table"
+          ]
+        },
+        {
+          "id": "risks-header",
+          "component": "CardHeader",
+          "title": "Item #5: Key Portfolio Risks & Severity",
+          "subtitle": "Active risks evaluated by impact probability and severity classification"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-id",
+            "col-risk-desc",
+            "col-risk-proj",
+            "col-risk-severity",
+            "col-risk-mitigation"
+          ]
+        },
+        {
+          "id": "col-risk-id",
+          "component": "Col",
+          "label": "Risk ID",
+          "type": "string",
+          "data": [
+            "RSK-102",
+            "RSK-108",
+            "RSK-114",
+            "RSK-119"
+          ]
+        },
+        {
+          "id": "col-risk-desc",
+          "component": "Col",
+          "label": "Risk Description",
+          "type": "string",
+          "data": [
+            "Third-party vendor API response latency exceeds SLA limits",
+            "Key DevOps personnel single point of failure during migration",
+            "Compliance delay on cross-border data residency audit",
+            "UI Design sign-off delay affecting sprint commitments"
+          ]
+        },
+        {
+          "id": "col-risk-proj",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "Project Delta",
+            "Project Apollo",
+            "Project Cipher",
+            "Project Beacon"
+          ]
+        },
+        {
+          "id": "col-risk-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "CRITICAL (High Impact)",
+            "HIGH (Medium Impact)",
+            "MEDIUM (Low Impact)",
+            "LOW (Minor)"
+          ]
+        },
+        {
+          "id": "col-risk-mitigation",
+          "component": "Col",
+          "label": "Mitigation Strategy",
+          "type": "string",
+          "data": [
+            "Engage executive sponsor for vendor escalation",
+            "Submit headcount request for backup SRE engineer",
+            "Retain external legal compliance advisor",
+            "Conduct asynchronous design review session"
+          ]
+        },
+        {
+          "id": "tab-execution",
+          "component": "TabItem",
+          "value": "tab_execution_velocity",
+          "trigger": "Execution, Utilization & Blockers",
+          "content": [
+            "utilization-pace-row",
+            "blockers-card"
+          ]
+        },
+        {
+          "id": "utilization-pace-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "utilization-card",
+            "pace-card"
+          ]
+        },
+        {
+          "id": "utilization-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "utilization-header",
+            "utilization-chart"
+          ]
+        },
+        {
+          "id": "utilization-header",
+          "component": "CardHeader",
+          "title": "Item #4: Team Utilization Rate",
+          "subtitle": "Percentage of allocated staff capacity actively engaged across domains"
+        },
+        {
+          "id": "utilization-chart",
+          "component": "RadialChart",
+          "labels": [
+            "Backend Eng (92%)",
+            "Frontend Eng (85%)",
+            "DevOps / SRE (105%)",
+            "QA & Testing (78%)"
+          ],
+          "values": [92, 85, 105, 78]
+        },
+        {
+          "id": "pace-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "pace-header",
+            "pace-chart"
+          ]
+        },
+        {
+          "id": "pace-header",
+          "component": "CardHeader",
+          "title": "Item #7: Delivery Pace (Past 6 Sprints)",
+          "subtitle": "Completed story points vs planned points trend analysis"
+        },
+        {
+          "id": "pace-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Sprint",
+          "yLabel": "Story Points",
+          "labels": [
+            "Sprint 40",
+            "Sprint 41",
+            "Sprint 42",
+            "Sprint 43",
+            "Sprint 44",
+            "Sprint 45"
+          ],
+          "series": [
+            "series-planned-points",
+            "series-delivered-points"
+          ]
+        },
+        {
+          "id": "series-planned-points",
+          "component": "Series",
+          "category": "Planned Velocity",
+          "values": [120, 125, 130, 130, 135, 140]
+        },
+        {
+          "id": "series-delivered-points",
+          "component": "Series",
+          "category": "Delivered Velocity",
+          "values": [115, 122, 110, 128, 131, 138]
+        },
+        {
+          "id": "blockers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "blockers-header",
+            "blockers-accordion"
+          ]
+        },
+        {
+          "id": "blockers-header",
+          "component": "CardHeader",
+          "title": "Item #8: Blocked Work Items",
+          "subtitle": "High-priority tasks currently stalled due to external or internal dependencies"
+        },
+        {
+          "id": "blockers-accordion",
+          "component": "Accordion",
+          "items": [
+            "blocker-item-1",
+            "blocker-item-2",
+            "blocker-item-3"
+          ]
+        },
+        {
+          "id": "blocker-item-1",
+          "component": "AccordionItem",
+          "value": "blk_1",
+          "trigger": "APOLLO-402: Production Kubernetes Cluster Provisioning (Blocked for 6 days)",
+          "content": [
+            "blocker-text-1"
+          ]
+        },
+        {
+          "id": "blocker-text-1",
+          "component": "TextContent",
+          "text": "**Owner:** S. Jenkins | **Impact:** High  \n**Blocker Detail:** Awaiting InfoSec approval for automated firewall rules between VPC peering connections."
+        },
+        {
+          "id": "blocker-item-2",
+          "component": "AccordionItem",
+          "value": "blk_2",
+          "trigger": "DELTA-189: SAP Gateway Authentication Endpoint Setup (Blocked for 9 days)",
+          "content": [
+            "blocker-text-2"
+          ]
+        },
+        {
+          "id": "blocker-text-2",
+          "component": "TextContent",
+          "text": "**Owner:** D. Chen | **Impact:** Critical  \n**Blocker Detail:** External SAP vendor sandbox access tokens expired and renewal is pending contract addendum."
+        },
+        {
+          "id": "blocker-item-3",
+          "component": "AccordionItem",
+          "value": "blk_3",
+          "trigger": "BEACON-304: Biometric Auth Module App Store Review (Blocked for 3 days)",
+          "content": [
+            "blocker-text-3"
+          ]
+        },
+        {
+          "id": "blocker-text-3",
+          "component": "TextContent",
+          "text": "**Owner:** M. Vance | **Impact:** Medium  \n**Blocker Detail:** Waiting on Apple Developer Enterprise portal certificate re-issuance."
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Generate a detailed resource reallocation plan for DevOps on Project Apollo."
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Draft an executive escalation email for the SAP vendor blocking Project Delta."
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Compare Q3 delivery velocity against Q2 historical baseline."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..28cdabb02
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,861 @@
+Here is the complete PMO Project Portfolio Review dashboard generated as an A2UI interface.
+
+<a2ui-json>
+{
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F52BA",
+      "agentDisplayName": "PMO Intelligence Suite"
+    }
+  },
+  "version": "v0.9"
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "summary-alert",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-title-section",
+          "header-actions-section"
+        ]
+      },
+      {
+        "id": "header-title-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "quarter-select-control"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "level": "h1",
+        "text": "PMO Project Portfolio Review"
+      },
+      {
+        "id": "quarter-select-control",
+        "component": "FormControl",
+        "label": "Review Period (Item 10)",
+        "input": "quarter-select"
+      },
+      {
+        "id": "quarter-select",
+        "component": "Select",
+        "name": "quarter",
+        "value": "q3-2024",
+        "items": [
+          "q1-opt",
+          "q2-opt",
+          "q3-opt",
+          "q4-opt"
+        ]
+      },
+      {
+        "id": "q1-opt",
+        "component": "SelectItem",
+        "value": "q1-2024",
+        "label": "Q1 2024"
+      },
+      {
+        "id": "q2-opt",
+        "component": "SelectItem",
+        "value": "q2-2024",
+        "label": "Q2 2024"
+      },
+      {
+        "id": "q3-opt",
+        "component": "SelectItem",
+        "value": "q3-2024",
+        "label": "Q3 2024 (Current)"
+      },
+      {
+        "id": "q4-opt",
+        "component": "SelectItem",
+        "value": "q4-2024",
+        "label": "Q4 2024"
+      },
+      {
+        "id": "header-actions-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": [
+          "export-dialog",
+          "resource-request-drawer",
+          "archive-dialog"
+        ]
+      },
+      {
+        "id": "export-dialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Export Review (Item 12)",
+        "triggerVariant": "outline",
+        "title": "Export Portfolio Review",
+        "description": "Download the complete PMO status report in PDF or CSV format.",
+        "confirmLabel": "Export PDF",
+        "cancelLabel": "Cancel"
+      },
+      {
+        "id": "resource-request-drawer",
+        "component": "DrawerBlock",
+        "triggerLabel": "Request Staffing (Item 11)",
+        "title": "Request Additional Staffing",
+        "description": "Submit a formal PMO request for headcount or contractor allocation.",
+        "content": [
+          "staff-request-form"
+        ]
+      },
+      {
+        "id": "staff-request-form",
+        "component": "Form",
+        "name": "resource-form",
+        "fields": [
+          "proj-select-control",
+          "role-input-control",
+          "fte-slider-control",
+          "notes-control"
+        ],
+        "buttons": "staff-submit-buttons"
+      },
+      {
+        "id": "proj-select-control",
+        "component": "FormControl",
+        "label": "Target Project",
+        "input": "proj-select"
+      },
+      {
+        "id": "proj-select",
+        "component": "Select",
+        "name": "project",
+        "value": "p1",
+        "items": [
+          "sel-p1",
+          "sel-p2",
+          "sel-p3",
+          "sel-p4"
+        ]
+      },
+      {
+        "id": "sel-p1",
+        "component": "SelectItem",
+        "value": "p1",
+        "label": "ERP Modernization"
+      },
+      {
+        "id": "sel-p2",
+        "component": "SelectItem",
+        "value": "p2",
+        "label": "Cloud Migration"
+      },
+      {
+        "id": "sel-p3",
+        "component": "SelectItem",
+        "value": "p3",
+        "label": "Mobile App v2.0"
+      },
+      {
+        "id": "sel-p4",
+        "component": "SelectItem",
+        "value": "p4",
+        "label": "Data Warehouse Revamp"
+      },
+      {
+        "id": "role-input-control",
+        "component": "FormControl",
+        "label": "Role Required",
+        "input": "role-input"
+      },
+      {
+        "id": "role-input",
+        "component": "Input",
+        "name": "role",
+        "placeholder": "e.g., Senior Backend Engineer"
+      },
+      {
+        "id": "fte-slider-control",
+        "component": "FormControl",
+        "label": "FTE Capacity Needed",
+        "input": "fte-slider"
+      },
+      {
+        "id": "fte-slider",
+        "component": "Slider",
+        "name": "fte",
+        "variant": "discrete",
+        "min": 0.5,
+        "max": 5,
+        "step": 0.5,
+        "defaultValue": [
+          1
+        ]
+      },
+      {
+        "id": "notes-control",
+        "component": "FormControl",
+        "label": "Business Justification",
+        "input": "notes-input"
+      },
+      {
+        "id": "notes-input",
+        "component": "TextArea",
+        "name": "justification",
+        "placeholder": "Describe why additional resources are needed...",
+        "rows": 3
+      },
+      {
+        "id": "staff-submit-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-staff"
+        ]
+      },
+      {
+        "id": "btn-submit-staff",
+        "component": "Button",
+        "label": "Submit Request",
+        "variant": "primary"
+      },
+      {
+        "id": "archive-dialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Archive Project (Item 13)",
+        "triggerVariant": "secondary",
+        "title": "Archive Completed Project",
+        "description": "Select a finished project to move to the historical archive.",
+        "content": [
+          "archive-form"
+        ]
+      },
+      {
+        "id": "archive-form",
+        "component": "Form",
+        "name": "archive-form-instance",
+        "fields": [
+          "archive-proj-control",
+          "archive-notes-control"
+        ],
+        "buttons": "archive-submit-buttons"
+      },
+      {
+        "id": "archive-proj-control",
+        "component": "FormControl",
+        "label": "Completed Project",
+        "input": "archive-proj-select"
+      },
+      {
+        "id": "archive-proj-select",
+        "component": "Select",
+        "name": "archive_project",
+        "value": "p5",
+        "items": [
+          "arch-p1"
+        ]
+      },
+      {
+        "id": "arch-p1",
+        "component": "SelectItem",
+        "value": "p5",
+        "label": "Legacy CRM Decommissioning"
+      },
+      {
+        "id": "archive-notes-control",
+        "component": "FormControl",
+        "label": "Post-Mortem Notes / Sign-off",
+        "input": "archive-notes-input"
+      },
+      {
+        "id": "archive-notes-input",
+        "component": "TextArea",
+        "name": "archive_notes",
+        "placeholder": "All deliverables handed off and accepted by operations.",
+        "rows": 2
+      },
+      {
+        "id": "archive-submit-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-confirm-archive"
+        ]
+      },
+      {
+        "id": "btn-confirm-archive",
+        "component": "Button",
+        "label": "Confirm & Archive",
+        "variant": "primary"
+      },
+      {
+        "id": "summary-alert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Portfolio Health Summary (Item 9)",
+        "description": "Portfolio Health: Moderate Risk — 4 active projects operating at 87% budget utilization with 2 critical risks and 3 overdue milestones needing attention."
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-active-projects",
+          "tab-schedules-delivery",
+          "tab-risks-resourcing"
+        ]
+      },
+      {
+        "id": "tab-active-projects",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Active Projects & Budgets",
+        "content": [
+          "active-projects-card",
+          "budget-chart-card"
+        ]
+      },
+      {
+        "id": "active-projects-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "active-projects-header",
+          "projects-table"
+        ]
+      },
+      {
+        "id": "active-projects-header",
+        "component": "CardHeader",
+        "title": "Active Projects Overview (Item 1)",
+        "subtitle": "Owner, deadlines, and current status across active initiatives"
+      },
+      {
+        "id": "projects-table",
+        "component": "Table",
+        "columns": [
+          "col-project-name",
+          "col-project-owner",
+          "col-project-deadline",
+          "col-project-health"
+        ]
+      },
+      {
+        "id": "col-project-name",
+        "component": "Col",
+        "label": "Project Name",
+        "type": "string",
+        "data": [
+          "ERP Modernization",
+          "Cloud Migration",
+          "Mobile App v2.0",
+          "Data Warehouse Revamp"
+        ]
+      },
+      {
+        "id": "col-project-owner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Sarah Jenkins",
+          "David Chen",
+          "Elena Rostova",
+          "Marcus Vance"
+        ]
+      },
+      {
+        "id": "col-project-deadline",
+        "component": "Col",
+        "label": "Target Deadline",
+        "type": "string",
+        "data": [
+          "Oct 15, 2024",
+          "Nov 30, 2024",
+          "Sep 28, 2024",
+          "Dec 15, 2024"
+        ]
+      },
+      {
+        "id": "col-project-health",
+        "component": "Col",
+        "label": "Health Status",
+        "type": "string",
+        "data": [
+          "🔴 At Risk",
+          "🟢 On Track",
+          "🟡 At Risk",
+          "🟢 On Track"
+        ]
+      },
+      {
+        "id": "budget-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "budget-chart-header",
+          "budget-bar-chart"
+        ]
+      },
+      {
+        "id": "budget-chart-header",
+        "component": "CardHeader",
+        "title": "Budget Spent vs. Allocation ($k) (Item 3)",
+        "subtitle": "Financial tracking per project"
+      },
+      {
+        "id": "budget-bar-chart",
+        "component": "BarChart",
+        "variant": "grouped",
+        "xLabel": "Project",
+        "yLabel": "Amount ($k)",
+        "labels": [
+          "ERP Modernization",
+          "Cloud Migration",
+          "Mobile App v2.0",
+          "Data Warehouse"
+        ],
+        "series": [
+          "series-spent",
+          "series-allocated"
+        ]
+      },
+      {
+        "id": "series-spent",
+        "component": "Series",
+        "category": "Spent ($k)",
+        "values": [
+          420,
+          280,
+          190,
+          110
+        ]
+      },
+      {
+        "id": "series-allocated",
+        "component": "Series",
+        "category": "Allocated ($k)",
+        "values": [
+          450,
+          350,
+          200,
+          250
+        ]
+      },
+      {
+        "id": "tab-schedules-delivery",
+        "component": "TabItem",
+        "value": "schedules",
+        "trigger": "Deadlines, Milestones & Pace",
+        "content": [
+          "schedules-grid"
+        ]
+      },
+      {
+        "id": "schedules-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "sprints-chart-card",
+          "deadlines-overdue-row"
+        ]
+      },
+      {
+        "id": "sprints-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "sprints-chart-header",
+          "sprints-line-chart"
+        ]
+      },
+      {
+        "id": "sprints-chart-header",
+        "component": "CardHeader",
+        "title": "Delivery Pace / Velocity (Item 7)",
+        "subtitle": "Completed story points over the past six sprints"
+      },
+      {
+        "id": "sprints-line-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Sprint",
+        "yLabel": "Completed Points",
+        "labels": [
+          "Sprint 18",
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23"
+        ],
+        "series": [
+          "series-velocity"
+        ]
+      },
+      {
+        "id": "series-velocity",
+        "component": "Series",
+        "category": "Story Points",
+        "values": [
+          142,
+          158,
+          135,
+          162,
+          148,
+          170
+        ]
+      },
+      {
+        "id": "deadlines-overdue-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "upcoming-deadlines-card",
+          "overdue-milestones-card"
+        ]
+      },
+      {
+        "id": "upcoming-deadlines-card",
+        "component": "Card",
+        "weight": 1,
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "upcoming-deadlines-header",
+          "upcoming-deadlines-list"
+        ]
+      },
+      {
+        "id": "upcoming-deadlines-header",
+        "component": "CardHeader",
+        "title": "Deadlines Next 2 Weeks (Item 6)",
+        "subtitle": "Upcoming critical target dates"
+      },
+      {
+        "id": "upcoming-deadlines-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "dl-item-1",
+          "dl-item-2",
+          "dl-item-3"
+        ]
+      },
+      {
+        "id": "dl-item-1",
+        "component": "ListItem",
+        "title": "Mobile App v2.0 - Final QA Signoff",
+        "subtitle": "Due: Sep 20, 2024 • Owner: Elena Rostova"
+      },
+      {
+        "id": "dl-item-2",
+        "component": "ListItem",
+        "title": "ERP Modernization - User Training Session",
+        "subtitle": "Due: Sep 24, 2024 • Owner: Sarah Jenkins"
+      },
+      {
+        "id": "dl-item-3",
+        "component": "ListItem",
+        "title": "Cloud Migration - Staging Cutover",
+        "subtitle": "Due: Sep 27, 2024 • Owner: David Chen"
+      },
+      {
+        "id": "overdue-milestones-card",
+        "component": "Card",
+        "weight": 1,
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "overdue-header",
+          "overdue-list"
+        ]
+      },
+      {
+        "id": "overdue-header",
+        "component": "CardHeader",
+        "title": "Overdue Milestones (Item 2)",
+        "subtitle": "Requires immediate PMO intervention"
+      },
+      {
+        "id": "overdue-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "od-item-1",
+          "od-item-2"
+        ]
+      },
+      {
+        "id": "od-item-1",
+        "component": "ListItem",
+        "title": "ERP Database Schema Freeze",
+        "subtitle": "Overdue by 8 days • ERP Modernization"
+      },
+      {
+        "id": "od-item-2",
+        "component": "ListItem",
+        "title": "Payment Gateway API Integration",
+        "subtitle": "Overdue by 3 days • Mobile App v2.0"
+      },
+      {
+        "id": "tab-risks-resourcing",
+        "component": "TabItem",
+        "value": "risks-resources",
+        "trigger": "Risks, Utilization & Blockers",
+        "content": [
+          "risks-resources-stack"
+        ]
+      },
+      {
+        "id": "risks-resources-stack",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "resourcing-card",
+          "risks-blockers-row"
+        ]
+      },
+      {
+        "id": "resourcing-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "resourcing-header",
+          "team-util-progress-1",
+          "team-util-progress-2",
+          "team-util-progress-3",
+          "team-util-progress-4"
+        ]
+      },
+      {
+        "id": "resourcing-header",
+        "component": "CardHeader",
+        "title": "Team Utilization Rates (Item 4)",
+        "subtitle": "Current workload versus available capacity per engineering group"
+      },
+      {
+        "id": "team-util-progress-1",
+        "component": "Progress",
+        "label": "Core Engineering (115% Utilization - Overcapacity)",
+        "value": 115
+      },
+      {
+        "id": "team-util-progress-2",
+        "component": "Progress",
+        "label": "Cloud Infrastructure Team (90% Utilization)",
+        "value": 90
+      },
+      {
+        "id": "team-util-progress-3",
+        "component": "Progress",
+        "label": "Mobile Frontend Team (82% Utilization)",
+        "value": 82
+      },
+      {
+        "id": "team-util-progress-4",
+        "component": "Progress",
+        "label": "Data & Analytics Team (65% Utilization)",
+        "value": 65
+      },
+      {
+        "id": "risks-blockers-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "risks-card",
+          "blockers-card"
+        ]
+      },
+      {
+        "id": "risks-card",
+        "component": "Card",
+        "weight": 1,
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risks-header",
+          "risks-table"
+        ]
+      },
+      {
+        "id": "risks-header",
+        "component": "CardHeader",
+        "title": "Portfolio Risks & Severity (Item 5)",
+        "subtitle": "Identified risks and mitigation status"
+      },
+      {
+        "id": "risks-table",
+        "component": "Table",
+        "columns": [
+          "col-risk-title",
+          "col-risk-severity",
+          "col-risk-proj"
+        ]
+      },
+      {
+        "id": "col-risk-title",
+        "component": "Col",
+        "label": "Risk Description",
+        "type": "string",
+        "data": [
+          "Vendor Security Audit Delay",
+          "Key Engineer Resignation",
+          "Legacy Data Corruption Risk"
+        ]
+      },
+      {
+        "id": "col-risk-severity",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "🔴 Critical",
+          "🟡 High",
+          "🟢 Medium"
+        ]
+      },
+      {
+        "id": "col-risk-proj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "ERP Modernization",
+          "Mobile App v2.0",
+          "Data Warehouse"
+        ]
+      },
+      {
+        "id": "blockers-card",
+        "component": "Card",
+        "weight": 1,
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "blockers-header",
+          "blockers-accordion"
+        ]
+      },
+      {
+        "id": "blockers-header",
+        "component": "CardHeader",
+        "title": "Blocked Work Items (Item 8)",
+        "subtitle": "Items currently blocked waiting on external/internal resolution"
+      },
+      {
+        "id": "blockers-accordion",
+        "component": "Accordion",
+        "items": [
+          "blocker-item-1",
+          "blocker-item-2",
+          "blocker-item-3"
+        ]
+      },
+      {
+        "id": "blocker-item-1",
+        "component": "AccordionItem",
+        "value": "blk-1",
+        "trigger": "[ERP-402] Prod Database Migration Script",
+        "content": [
+          "blk-1-desc"
+        ]
+      },
+      {
+        "id": "blk-1-desc",
+        "component": "TextContent",
+        "text": "**Blocker**: Waiting on SecOps firewall approval for DB connection across subnets. Blocked for 4 days."
+      },
+      {
+        "id": "blocker-item-2",
+        "component": "AccordionItem",
+        "value": "blk-2",
+        "trigger": "[MOB-119] iOS Push Notification Certs",
+        "content": [
+          "blk-2-desc"
+        ]
+      },
+      {
+        "id": "blk-2-desc",
+        "component": "TextContent",
+        "text": "**Blocker**: Pending Apple Enterprise Developer License renewal signature from Legal."
+      },
+      {
+        "id": "blocker-item-3",
+        "component": "AccordionItem",
+        "value": "blk-3",
+        "trigger": "[CLM-88] AWS DirectConnect Provisioning",
+        "content": [
+          "blk-3-desc"
+        ]
+      },
+      {
+        "id": "blk-3-desc",
+        "component": "TextContent",
+        "text": "**Blocker**: Telecom provider circuit installation delayed to next Tuesday."
+      }
+    ]
+  },
+  "version": "v0.9"
+}
+</a2ui-json>
+
+### Summary of Covered Items:
+1. **Active Projects**: Detailed table listing active projects, owners, deadlines, and health indicators.
+2. **Overdue Milestones**: Listed under the schedule tab with overdue duration and project context.
+3. **Budget Spent vs. Allocation**: Rendered via a grouped bar chart per project.
+4. **Team Utilization**: Shown using progress bars indicating percentage workload across teams.
+5. **Risks with Severity**: Managed in a structured table highlighting risk levels (Critical, High, Medium).
+6. **Deadlines in Next 2 Weeks**: Featured in an upcoming deadlines section.
+7. **Delivery Pace**: Line chart tracking story point velocity over the past six sprints.
+8. **Blocked Work Items**: Collapsible accordion detailing specific blocked tickets and root causes.
+9. **One-line Health Summary**: Prominent top banner with a comprehensive portfolio status summary.
+10. **Quarter Selector**: Select control in the top header allowing historical or future review switching.
+11. **Request More People**: A dedicated slide-out drawer containing a staffing request form.
+12. **Export Review**: Header action dialog to export review data to PDF/CSV.
+13. **Archive Finished Project**: Dialog modal enabling post-mortem sign-off and archiving.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..cb50951f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,1249 @@
+An interactive, comprehensive dashboard tailored for a PMO (Project Management Office) Portfolio Review.
+
+It covers all requested items:
+1. **Quarter Selector & Actions:** Quarter dropdown (Q1-Q4 2025/2024), "Request Resources", "Export Review", "Archive Project".
+2. **Portfolio Summary:** One-line executive summary banner with key health indicators.
+3. **Tabs for Structured Drill-down:**
+   - **Overview & Performance:** Sprints delivery pace trend line chart and team utilization progress breakdown.
+   - **Projects & Budgets:** Project inventory with health status, owners, deadlines, budget vs allocation breakdown, and direct archive actions.
+   - **Milestones & Deadlines:** Overdue milestones list and upcoming 2-week deadlines.
+   - **Risks & Blockers:** High/Medium severity risk matrix and currently blocked work items.
+4. **Interactive Action Dialogs:** Modals to handle resource requests, review export, and project archiving.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "summary-callout",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "separator-header",
+            "controls-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "title-box",
+            "header-badges"
+          ]
+        },
+        {
+          "id": "title-box",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "PMO Executive Portfolio Review"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "text": "Quarterly performance, budget burn, risk profile, and resource capacity across all active programs.",
+          "size": "small"
+        },
+        {
+          "id": "header-badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "xs",
+          "children": [
+            "badge-active",
+            "badge-quarter"
+          ]
+        },
+        {
+          "id": "badge-active",
+          "component": "Badge",
+          "text": "5 Active Projects",
+          "variant": "default"
+        },
+        {
+          "id": "badge-quarter",
+          "component": "Badge",
+          "text": "Q1 2025 Review",
+          "variant": "secondary"
+        },
+        {
+          "id": "separator-header",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "wrap": true,
+          "gap": "m",
+          "children": [
+            "quarter-selector-group",
+            "action-buttons-group"
+          ]
+        },
+        {
+          "id": "quarter-selector-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "s",
+          "children": [
+            "quarter-label",
+            "quarter-select"
+          ]
+        },
+        {
+          "id": "quarter-label",
+          "component": "Label",
+          "text": "Review Period:"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter_select",
+          "placeholder": "Select Quarter",
+          "value": "q1_2025",
+          "size": "small",
+          "items": [
+            "q1_2025_opt",
+            "q4_2024_opt",
+            "q3_2024_opt",
+            "q2_2024_opt"
+          ]
+        },
+        {
+          "id": "q1_2025_opt",
+          "component": "SelectItem",
+          "value": "q1_2025",
+          "label": "Q1 2025 (Current)"
+        },
+        {
+          "id": "q4_2024_opt",
+          "component": "SelectItem",
+          "value": "q4_2024",
+          "label": "Q4 2024 (Historical)"
+        },
+        {
+          "id": "q3_2024_opt",
+          "component": "SelectItem",
+          "value": "q3_2024",
+          "label": "Q3 2024 (Historical)"
+        },
+        {
+          "id": "q2_2024_opt",
+          "component": "SelectItem",
+          "value": "q2_2024",
+          "label": "Q2 2024 (Historical)"
+        },
+        {
+          "id": "action-buttons-group",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "dialog-request-resources",
+            "dialog-export-review",
+            "dialog-archive-project"
+          ]
+        },
+        {
+          "id": "dialog-request-resources",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Staffing",
+          "triggerVariant": "default",
+          "title": "Request Resource Allocation",
+          "description": "Submit a formal PMO request for additional engineering or design headcount.",
+          "content": [
+            "form-request-staffing"
+          ]
+        },
+        {
+          "id": "form-request-staffing",
+          "component": "Form",
+          "name": "resource_request_form",
+          "fields": [
+            "field-project-select",
+            "field-role-input",
+            "field-count-slider",
+            "field-justification-text"
+          ],
+          "buttons": "form-resource-buttons"
+        },
+        {
+          "id": "field-project-select",
+          "component": "FormControl",
+          "label": "Target Project",
+          "hint": "Select which project requires extra capacity",
+          "input": "resource-project-input"
+        },
+        {
+          "id": "resource-project-input",
+          "component": "Select",
+          "name": "target_project",
+          "placeholder": "Select project...",
+          "value": "proj_atlas",
+          "items": [
+            "opt_atlas",
+            "opt_beacon",
+            "opt_cipher",
+            "opt_delta"
+          ]
+        },
+        {
+          "id": "opt_atlas",
+          "component": "SelectItem",
+          "value": "proj_atlas",
+          "label": "Project Atlas (Cloud Migration)"
+        },
+        {
+          "id": "opt_beacon",
+          "component": "SelectItem",
+          "value": "proj_beacon",
+          "label": "Project Beacon (Mobile Redesign)"
+        },
+        {
+          "id": "opt_cipher",
+          "component": "SelectItem",
+          "value": "proj_cipher",
+          "label": "Project Cipher (Security Hardening)"
+        },
+        {
+          "id": "opt_delta",
+          "component": "SelectItem",
+          "value": "proj_delta",
+          "label": "Project Delta (AI Platform)"
+        },
+        {
+          "id": "field-role-input",
+          "component": "FormControl",
+          "label": "Required Role / Skillset",
+          "input": "role-input-comp"
+        },
+        {
+          "id": "role-input-comp",
+          "component": "Input",
+          "name": "required_role",
+          "placeholder": "e.g., Senior Backend Engineer, UX Designer",
+          "type": "text"
+        },
+        {
+          "id": "field-count-slider",
+          "component": "FormControl",
+          "label": "Number of FTEs Needed",
+          "input": "count-slider-comp"
+        },
+        {
+          "id": "count-slider-comp",
+          "component": "Slider",
+          "name": "fte_count",
+          "variant": "discrete",
+          "min": 1,
+          "max": 5,
+          "step": 1,
+          "defaultValue": [
+            2
+          ]
+        },
+        {
+          "id": "field-justification-text",
+          "component": "FormControl",
+          "label": "Business Justification",
+          "input": "justification-input-comp"
+        },
+        {
+          "id": "justification-input-comp",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Describe impact on timeline and velocity if headcount is not granted...",
+          "rows": 3
+        },
+        {
+          "id": "form-resource-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-request"
+          ]
+        },
+        {
+          "id": "btn-submit-request",
+          "component": "Button",
+          "label": "Submit Headcount Request",
+          "variant": "primary"
+        },
+        {
+          "id": "dialog-export-review",
+          "component": "DialogBlock",
+          "triggerLabel": "Export Review",
+          "triggerVariant": "outline",
+          "title": "Export Portfolio Review Data",
+          "description": "Generate executive reporting collateral for steering committee distribution.",
+          "content": [
+            "export-options-form"
+          ]
+        },
+        {
+          "id": "export-options-form",
+          "component": "Form",
+          "name": "export_form",
+          "fields": [
+            "export-format-control",
+            "export-sections-control"
+          ],
+          "buttons": "export-form-buttons"
+        },
+        {
+          "id": "export-format-control",
+          "component": "FormControl",
+          "label": "Export Format",
+          "input": "export-radio-group"
+        },
+        {
+          "id": "export-radio-group",
+          "component": "RadioGroup",
+          "name": "export_format",
+          "defaultValue": "pdf",
+          "items": [
+            "rad_pdf",
+            "rad_excel",
+            "rad_ppt"
+          ]
+        },
+        {
+          "id": "rad_pdf",
+          "component": "RadioItem",
+          "value": "pdf",
+          "label": "PDF Executive Briefing",
+          "description": "Formatted 4-page summary chart deck"
+        },
+        {
+          "id": "rad_excel",
+          "component": "RadioItem",
+          "value": "excel",
+          "label": "Excel Data Workbook",
+          "description": "Raw financial, milestone, and risk data tables"
+        },
+        {
+          "id": "rad_ppt",
+          "component": "RadioItem",
+          "value": "ppt",
+          "label": "PowerPoint Deck (.pptx)",
+          "description": "Editable slides for board meetings"
+        },
+        {
+          "id": "export-sections-control",
+          "component": "FormControl",
+          "label": "Include Sections",
+          "input": "export-check-group"
+        },
+        {
+          "id": "export-check-group",
+          "component": "CheckBoxGroup",
+          "name": "included_sections",
+          "items": [
+            "chk_finances",
+            "chk_risks",
+            "chk_velocity"
+          ]
+        },
+        {
+          "id": "chk_finances",
+          "component": "CheckBoxItem",
+          "name": "chk_finances",
+          "label": "Financials & Budget Variance",
+          "description": "Burn rate and remaining allocations",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk_risks",
+          "component": "CheckBoxItem",
+          "name": "chk_risks",
+          "label": "Risk Registry & Blocked Work",
+          "description": "Severity breakdown and mitigation status",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk_velocity",
+          "component": "CheckBoxItem",
+          "name": "chk_velocity",
+          "label": "Velocity & Team Capacity",
+          "description": "6-sprint pace and load factors",
+          "defaultChecked": true
+        },
+        {
+          "id": "export-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-download-export"
+          ]
+        },
+        {
+          "id": "btn-download-export",
+          "component": "Button",
+          "label": "Generate & Download Report",
+          "variant": "primary"
+        },
+        {
+          "id": "dialog-archive-project",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Project",
+          "triggerVariant": "secondary",
+          "title": "Archive Completed Project",
+          "description": "Select a completed project to remove it from active PMO tracking and freeze its budget allocations. Archived projects remain accessible in historical reporting.",
+          "confirmLabel": "Confirm Archive",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "summary-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio Health Summary (Q1 2025)",
+          "description": "Portfolio Status: MODERATE RISK — 3 of 5 projects On Track, overall budget burn is at 74% against total allocation, with 2 overdue milestones and 88% team utilization requiring resource rebalancing."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-projects",
+            "tab-milestones",
+            "tab-risks"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Executive Overview & Pace",
+          "content": [
+            "overview-grid"
+          ]
+        },
+        {
+          "id": "overview-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-metrics-row",
+            "charts-row"
+          ]
+        },
+        {
+          "id": "kpi-metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-card-1",
+            "kpi-card-2",
+            "kpi-card-3",
+            "kpi-card-4"
+          ]
+        },
+        {
+          "id": "kpi-card-1",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-1-title",
+            "kpi-1-val",
+            "kpi-1-sub"
+          ]
+        },
+        {
+          "id": "kpi-1-title",
+          "component": "TextContent",
+          "text": "OVERDUE MILESTONES",
+          "size": "small"
+        },
+        {
+          "id": "kpi-1-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "2"
+        },
+        {
+          "id": "kpi-1-sub",
+          "component": "Tag",
+          "text": "Requires Immediate Focus",
+          "variant": "danger",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-2-title",
+            "kpi-2-val",
+            "kpi-2-sub"
+          ]
+        },
+        {
+          "id": "kpi-2-title",
+          "component": "TextContent",
+          "text": "TEAM UTILIZATION",
+          "size": "small"
+        },
+        {
+          "id": "kpi-2-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "88%"
+        },
+        {
+          "id": "kpi-2-sub",
+          "component": "Tag",
+          "text": "+5% Above Target Load",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-3",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-3-title",
+            "kpi-3-val",
+            "kpi-3-sub"
+          ]
+        },
+        {
+          "id": "kpi-3-title",
+          "component": "TextContent",
+          "text": "BLOCKED WORK ITEMS",
+          "size": "small"
+        },
+        {
+          "id": "kpi-3-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "4"
+        },
+        {
+          "id": "kpi-3-sub",
+          "component": "Tag",
+          "text": "2 Critical Path",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-4",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-4-title",
+            "kpi-4-val",
+            "kpi-4-sub"
+          ]
+        },
+        {
+          "id": "kpi-4-title",
+          "component": "TextContent",
+          "text": "2-WK UPCOMING DEADLINES",
+          "size": "small"
+        },
+        {
+          "id": "kpi-4-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "3"
+        },
+        {
+          "id": "kpi-4-sub",
+          "component": "Tag",
+          "text": "On Schedule",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "pace-chart-card",
+            "utilization-breakdown-card"
+          ]
+        },
+        {
+          "id": "pace-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "pace-card-header",
+            "pace-line-chart"
+          ]
+        },
+        {
+          "id": "pace-card-header",
+          "component": "CardHeader",
+          "title": "Delivery Pace Over Past 6 Sprints",
+          "subtitle": "Planned vs Completed Story Points across all teams"
+        },
+        {
+          "id": "pace-line-chart",
+          "component": "LineChart",
+          "labels": [
+            "Sprint 40",
+            "Sprint 41",
+            "Sprint 42",
+            "Sprint 43",
+            "Sprint 44",
+            "Sprint 45 (Current)"
+          ],
+          "xLabel": "Sprint",
+          "yLabel": "Story Points",
+          "variant": "natural",
+          "series": [
+            "series-planned-pts",
+            "series-completed-pts"
+          ]
+        },
+        {
+          "id": "series-planned-pts",
+          "component": "Series",
+          "category": "Planned Points",
+          "values": [
+            110,
+            115,
+            120,
+            125,
+            120,
+            130
+          ]
+        },
+        {
+          "id": "series-completed-pts",
+          "component": "Series",
+          "category": "Completed Points",
+          "values": [
+            105,
+            112,
+            118,
+            110,
+            122,
+            126
+          ]
+        },
+        {
+          "id": "utilization-breakdown-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "util-card-header",
+            "util-progress-list"
+          ]
+        },
+        {
+          "id": "util-card-header",
+          "component": "CardHeader",
+          "title": "Team Utilization & Capacity",
+          "subtitle": "Target threshold: 80%–85% optimal bandwidth"
+        },
+        {
+          "id": "util-progress-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "prog-eng",
+            "prog-design",
+            "prog-devops",
+            "prog-qa",
+            "util-callout"
+          ]
+        },
+        {
+          "id": "prog-eng",
+          "component": "Progress",
+          "label": "Engineering Team (95% Load - Over capacity)",
+          "value": 95
+        },
+        {
+          "id": "prog-design",
+          "component": "Progress",
+          "label": "Product Design (88% Load - High)",
+          "value": 88
+        },
+        {
+          "id": "prog-devops",
+          "component": "Progress",
+          "label": "DevOps & Infrastructure (82% Load - Optimal)",
+          "value": 82
+        },
+        {
+          "id": "prog-qa",
+          "component": "Progress",
+          "label": "QA & Automated Testing (76% Load - Balanced)",
+          "value": 76
+        },
+        {
+          "id": "util-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Resource Strain Warning",
+          "description": "Backend Engineering is at 95% capacity. Consider submitting a staffing request to reduce burnout risk on Project Atlas."
+        },
+        {
+          "id": "tab-projects",
+          "component": "TabItem",
+          "value": "projects",
+          "trigger": "Active Projects & Budgets",
+          "content": [
+            "projects-container"
+          ]
+        },
+        {
+          "id": "projects-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "projects-table-card",
+            "budget-chart-card"
+          ]
+        },
+        {
+          "id": "projects-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "proj-table-header",
+            "projects-table"
+          ]
+        },
+        {
+          "id": "proj-table-header",
+          "component": "CardHeader",
+          "title": "Active Projects Health Matrix",
+          "subtitle": "5 Active projects tracked under PMO Governance"
+        },
+        {
+          "id": "projects-table",
+          "component": "Table",
+          "columns": [
+            "col-proj-name",
+            "col-proj-owner",
+            "col-proj-deadline",
+            "col-proj-health",
+            "col-proj-budget",
+            "col-proj-actions"
+          ]
+        },
+        {
+          "id": "col-proj-name",
+          "component": "Col",
+          "label": "Project Name",
+          "type": "string",
+          "data": [
+            "Project Atlas (Cloud Migration)",
+            "Project Beacon (Mobile Redesign)",
+            "Project Cipher (Security Compliance)",
+            "Project Delta (AI Insights Engine)",
+            "Project Echo (ERP Integration)"
+          ]
+        },
+        {
+          "id": "col-proj-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": [
+            "Sarah Jenkins (VP Eng)",
+            "Marcus Chen (Lead PM)",
+            "Elena Rostova (CISO Office)",
+            "David Kim (AI Lead)",
+            "Rachel Adams (Enterprise Apps)"
+          ]
+        },
+        {
+          "id": "col-proj-deadline",
+          "component": "Col",
+          "label": "Target Deadline",
+          "type": "string",
+          "data": [
+            "Mar 30, 2025",
+            "Apr 15, 2025",
+            "Feb 28, 2025",
+            "May 20, 2025",
+            "Jun 30, 2025"
+          ]
+        },
+        {
+          "id": "col-proj-health",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": [
+            "At Risk (Yellow)",
+            "On Track (Green)",
+            "Off Track (Red)",
+            "On Track (Green)",
+            "On Track (Green)"
+          ]
+        },
+        {
+          "id": "col-proj-budget",
+          "component": "Col",
+          "label": "Budget Burn Ratio",
+          "type": "string",
+          "data": [
+            "$420k / $500k (84%)",
+            "$210k / $350k (60%)",
+            "$290k / $300k (96%)",
+            "$180k / $400k (45%)",
+            "$110k / $250k (44%)"
+          ]
+        },
+        {
+          "id": "col-proj-actions",
+          "component": "Col",
+          "label": "Lifecycle Actions",
+          "type": "action",
+          "data": [
+            "Review",
+            "Review",
+            "Review",
+            "Review",
+            "Archive..."
+          ]
+        },
+        {
+          "id": "budget-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "budget-card-header",
+            "budget-bar-chart"
+          ]
+        },
+        {
+          "id": "budget-card-header",
+          "component": "CardHeader",
+          "title": "Budget Spent vs Total Allocation ($K)",
+          "subtitle": "Financial tracking across all active projects"
+        },
+        {
+          "id": "budget-bar-chart",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "Project Atlas",
+            "Project Beacon",
+            "Project Cipher",
+            "Project Delta",
+            "Project Echo"
+          ],
+          "xLabel": "USD ($ Thousands)",
+          "yLabel": "Project",
+          "variant": "grouped",
+          "series": [
+            "series-budget-spent",
+            "series-budget-alloc"
+          ]
+        },
+        {
+          "id": "series-budget-spent",
+          "component": "Series",
+          "category": "Spent to Date ($k)",
+          "values": [
+            420,
+            210,
+            290,
+            180,
+            110
+          ]
+        },
+        {
+          "id": "series-budget-alloc",
+          "component": "Series",
+          "category": "Total Allocated ($k)",
+          "values": [
+            500,
+            350,
+            300,
+            400,
+            250
+          ]
+        },
+        {
+          "id": "tab-milestones",
+          "component": "TabItem",
+          "value": "milestones",
+          "trigger": "Milestones & Schedule",
+          "content": [
+            "milestones-container"
+          ]
+        },
+        {
+          "id": "milestones-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "overdue-section-card",
+            "upcoming-section-card"
+          ]
+        },
+        {
+          "id": "overdue-section-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "overdue-header",
+            "overdue-list"
+          ]
+        },
+        {
+          "id": "overdue-header",
+          "component": "CardHeader",
+          "title": "Overdue Milestones",
+          "subtitle": "Milestones past scheduled completion date without sign-off"
+        },
+        {
+          "id": "overdue-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "item-overdue-1",
+            "item-overdue-2"
+          ]
+        },
+        {
+          "id": "item-overdue-1",
+          "component": "ListItem",
+          "title": "SOC2 Audit Scope Finalization (Project Cipher)",
+          "subtitle": "Due: Feb 10, 2025 (6 days overdue) • Owner: Elena Rostova • Reason: Delayed external auditor feedback",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "item-overdue-2",
+          "component": "ListItem",
+          "title": "Database Schema Migration Dry Run (Project Atlas)",
+          "subtitle": "Due: Feb 12, 2025 (4 days overdue) • Owner: Sarah Jenkins • Reason: IOPS bottlenecks in staging env",
+          "actionLabel": "Re-schedule"
+        },
+        {
+          "id": "upcoming-section-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "upcoming-header",
+            "upcoming-list"
+          ]
+        },
+        {
+          "id": "upcoming-header",
+          "component": "CardHeader",
+          "title": "Deadlines in Next 2 Weeks (Feb 17 - Mar 3, 2025)",
+          "subtitle": "Critical deliverables scheduled for completion in the upcoming sprint"
+        },
+        {
+          "id": "upcoming-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "item-up-1",
+            "item-up-2",
+            "item-up-3"
+          ]
+        },
+        {
+          "id": "item-up-1",
+          "component": "ListItem",
+          "title": "iOS Navigation Redesign Beta Build (Project Beacon)",
+          "subtitle": "Due: Feb 21, 2025 (In 5 days) • Owner: Marcus Chen • Status: On Track (90% complete)",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "item-up-2",
+          "component": "ListItem",
+          "title": "Penetration Testing Sign-off (Project Cipher)",
+          "subtitle": "Due: Feb 25, 2025 (In 9 days) • Owner: Elena Rostova • Status: At Risk (Vendor dependency)",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "item-up-3",
+          "component": "ListItem",
+          "title": "LLM Fine-Tuning Pipeline Evaluation (Project Delta)",
+          "subtitle": "Due: Mar 01, 2025 (In 13 days) • Owner: David Kim • Status: On Track (75% complete)",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "tab-risks",
+          "component": "TabItem",
+          "value": "risks",
+          "trigger": "Risks & Blockers",
+          "content": [
+            "risks-container"
+          ]
+        },
+        {
+          "id": "risks-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risks-table-card",
+            "blockers-card"
+          ]
+        },
+        {
+          "id": "risks-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risks-card-header",
+            "risks-table"
+          ]
+        },
+        {
+          "id": "risks-card-header",
+          "component": "CardHeader",
+          "title": "Active Risk Register",
+          "subtitle": "Top identified portfolio risks ranked by impact and severity"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-id",
+            "col-risk-desc",
+            "col-risk-proj",
+            "col-risk-severity",
+            "col-risk-mitigation"
+          ]
+        },
+        {
+          "id": "col-risk-id",
+          "component": "Col",
+          "label": "Risk ID",
+          "type": "string",
+          "data": [
+            "RSK-010",
+            "RSK-014",
+            "RSK-018",
+            "RSK-022"
+          ]
+        },
+        {
+          "id": "col-risk-desc",
+          "component": "Col",
+          "label": "Risk Description",
+          "type": "string",
+          "data": [
+            "Cloud vendor API cost overruns during data migration phase",
+            "Key personnel departure in Senior Backend Engineering",
+            "Third-party compliance audit delay pushing release",
+            "Data pipeline latency under peak load exceeding SLA"
+          ]
+        },
+        {
+          "id": "col-risk-proj",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "Project Atlas",
+            "Project Atlas",
+            "Project Cipher",
+            "Project Delta"
+          ]
+        },
+        {
+          "id": "col-risk-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "HIGH (Critical)",
+            "HIGH (Critical)",
+            "HIGH (Critical)",
+            "MEDIUM (Moderate)"
+          ]
+        },
+        {
+          "id": "col-risk-mitigation",
+          "component": "Col",
+          "label": "Mitigation Strategy",
+          "type": "string",
+          "data": [
+            "Negotiated enterprise discount & caching layer deployment",
+            "Submitted FTE request & contractors engaged as backup",
+            "Daily syncs with external compliance council",
+            "Refactoring Redis caching layer and DB indices"
+          ]
+        },
+        {
+          "id": "blockers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "blockers-card-header",
+            "blockers-accordion"
+          ]
+        },
+        {
+          "id": "blockers-card-header",
+          "component": "CardHeader",
+          "title": "Currently Blocked Work Items",
+          "subtitle": "Tasks unable to proceed due to external or inter-team dependencies"
+        },
+        {
+          "id": "blockers-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-blocker-1",
+            "acc-blocker-2",
+            "acc-blocker-3",
+            "acc-blocker-4"
+          ]
+        },
+        {
+          "id": "acc-blocker-1",
+          "component": "AccordionItem",
+          "value": "blk-1",
+          "trigger": "ATL-402: Production Database Schema Approval (Project Atlas) — Blocked 4 days",
+          "content": [
+            "blk-1-desc"
+          ]
+        },
+        {
+          "id": "blk-1-desc",
+          "component": "TextContent",
+          "text": "**Dependency:** Awaiting final sign-off from Chief Data Architect.\n\n**Impact:** Halts staging environment deployment for Sprint 46.\n\n**Action Item:** Escalated to Architecture Review Board."
+        },
+        {
+          "id": "acc-blocker-2",
+          "component": "AccordionItem",
+          "value": "blk-2",
+          "trigger": "CPH-118: Vendor API Access Credentials for Penetration Testing (Project Cipher) — Blocked 6 days",
+          "content": [
+            "blk-2-desc"
+          ]
+        },
+        {
+          "id": "blk-2-desc",
+          "component": "TextContent",
+          "text": "**Dependency:** Vendor security team hasn't issued sandbox API keys.\n\n**Impact:** Prevents automated vulnerability scanning.\n\n**Action Item:** PMO reaching out to vendor VP of Engineering."
+        },
+        {
+          "id": "acc-blocker-3",
+          "component": "AccordionItem",
+          "value": "blk-3",
+          "trigger": "BCN-205: Design System Token Export for Dark Mode (Project Beacon) — Blocked 2 days",
+          "content": [
+            "blk-3-desc"
+          ]
+        },
+        {
+          "id": "blk-3-desc",
+          "component": "TextContent",
+          "text": "**Dependency:** Figma design token sync failing on brand assets.\n\n**Impact:** Mobile UI developers blocked on theme switcher.\n\n**Action Item:** Design Systems team actively patching plugin."
+        },
+        {
+          "id": "acc-blocker-4",
+          "component": "AccordionItem",
+          "value": "blk-4",
+          "trigger": "DLT-089: GPU Cluster Provisioning in Secondary Region (Project Delta) — Blocked 3 days",
+          "content": [
+            "blk-4-desc"
+          ]
+        },
+        {
+          "id": "blk-4-desc",
+          "component": "TextContent",
+          "text": "**Dependency:** Cloud quota increase approval pending.\n\n**Impact:** Delays parallel model evaluation run.\n\n**Action Item:** DevOps submitted priority escalation ticket to Cloud TAM."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..9a6ba73f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r1.txt
@@ -0,0 +1,786 @@
+Here is the power network operator's console configured with real-time operational data, grid status indicators, interactive regional focus, curtailment dispatch capabilities, and live system alerts.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "power-grid-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "National Grid Ops Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "power-grid-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "console-header",
+            "region-selector-card",
+            "alerts-section",
+            "kpi-summary-card",
+            "grid-status-card",
+            "generation-emissions-card",
+            "forecast-price-card",
+            "plants-outages-card",
+            "maintenance-curtailment-card",
+            "followup-suggestions"
+          ]
+        },
+        {
+          "id": "console-header",
+          "component": "CardHeader",
+          "title": "⚡ Power Network Operations Center Control Panel",
+          "subtitle": "Real-time Transmission & Distribution Monitoring — Grid Frequency: 50.02 Hz | Status: OPERATIONAL"
+        },
+        {
+          "id": "region-selector-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "region-selector-header",
+            "region-select-control"
+          ]
+        },
+        {
+          "id": "region-selector-header",
+          "component": "CardHeader",
+          "title": "📍 Focus Region Filter",
+          "subtitle": "Filter telemetry, plants, outages, and alerts for a specific transmission node"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Active Region Scope",
+          "hint": "Selecting a region filters grid metrics and operational dispatch actions",
+          "input": "region-dropdown"
+        },
+        {
+          "id": "region-dropdown",
+          "component": "Select",
+          "name": "region_focus",
+          "placeholder": "All Regions (National Scope)",
+          "value": "all",
+          "items": [
+            "opt-all",
+            "opt-north",
+            "opt-central",
+            "opt-south",
+            "opt-east",
+            "opt-west"
+          ]
+        },
+        {
+          "id": "opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "🌐 All Regions (National View)"
+        },
+        {
+          "id": "opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "🌲 Northern Grid Region (High Wind Load)"
+        },
+        {
+          "id": "opt-central",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "🏭 Central Industrial Hub (Heavy Demand)"
+        },
+        {
+          "id": "opt-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "☀️ Southern Coastal Region (Solar Peak)"
+        },
+        {
+          "id": "opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "🏔️ Eastern Highland Region (Hydro/Nuclear)"
+        },
+        {
+          "id": "opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "🌊 Western Corridor Region"
+        },
+        {
+          "id": "alerts-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "alerts-header",
+            "alert-item-1",
+            "alert-item-2",
+            "alert-item-3"
+          ]
+        },
+        {
+          "id": "alerts-header",
+          "component": "CardHeader",
+          "title": "🔔 Live Network Alerts & Events",
+          "subtitle": "Real-time automated diagnostic feed from SCADA sensors"
+        },
+        {
+          "id": "alert-item-1",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Line Congestion Warning - Substation 4B (Northern Region)",
+          "description": "Feeder #12 thermal load exceeded 92% rated capacity for > 8 mins. Automatic curtailment protocol ready."
+        },
+        {
+          "id": "alert-item-2",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Frequency Stabilization Active",
+          "description": "Battery Storage Asset #3 auto-dispatched 45 MW reserve to balance solar ramping down."
+        },
+        {
+          "id": "alert-item-3",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Unplanned Outage Detected - Sector C7",
+          "description": "Transformer trip at Metro Substation. 14,200 customers affected. Field maintenance dispatched."
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-header",
+            "kpi-table"
+          ]
+        },
+        {
+          "id": "kpi-header",
+          "component": "CardHeader",
+          "title": "📊 Network Core Metrics Summary",
+          "subtitle": "Instantaneous grid telemetry snapshot"
+        },
+        {
+          "id": "kpi-table",
+          "component": "Table",
+          "columns": [
+            "kpi-col-metric",
+            "kpi-col-val",
+            "kpi-col-target",
+            "kpi-col-status"
+          ]
+        },
+        {
+          "id": "kpi-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "Current Electricity Load",
+            "Grid Total Capacity",
+            "Capacity Margin / Headroom",
+            "Current Wholesale Spot Price",
+            "Today's Carbon Intensity"
+          ]
+        },
+        {
+          "id": "kpi-col-val",
+          "component": "Col",
+          "label": "Current Value",
+          "type": "string",
+          "data": [
+            "34,850 MW",
+            "41,000 MW",
+            "6,150 MW (85.0% Load Rate)",
+            "$64.80 / MWh",
+            "142 gCO2/kWh (11,890 tCO2e total)"
+          ]
+        },
+        {
+          "id": "kpi-col-target",
+          "component": "Col",
+          "label": "Operational Nominal / Target",
+          "type": "string",
+          "data": [
+            "32,000 MW - 36,000 MW",
+            "41,000 MW Peak Cap",
+            "> 10.0% Reserve Margin",
+            "$50.00 - $80.00 / MWh",
+            "< 160 gCO2/kWh Target"
+          ]
+        },
+        {
+          "id": "kpi-col-status",
+          "component": "Col",
+          "label": "Condition",
+          "type": "string",
+          "data": [
+            "🟢 NORMAL",
+            "🟢 READY",
+            "⚠️ ELEVATED",
+            "🟢 STABLE",
+            "🟢 ON TARGET"
+          ]
+        },
+        {
+          "id": "grid-status-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "grid-status-header",
+            "capacity-progress",
+            "capacity-callout"
+          ]
+        },
+        {
+          "id": "grid-status-header",
+          "component": "CardHeader",
+          "title": "⚡ Load vs Network Capacity Proximity",
+          "subtitle": "Current total system load compared against maximum safe rating"
+        },
+        {
+          "id": "capacity-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "Network Operating Capacity: 85.0% (34,850 MW / 41,000 MW Capacity)"
+        },
+        {
+          "id": "capacity-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Operating Margin Notice",
+          "description": "Network is within 15% (6,150 MW) of total capacity. Peak demand anticipated between 17:00 and 19:00."
+        },
+        {
+          "id": "generation-emissions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "gen-emissions-header",
+            "gen-pie-chart",
+            "emissions-summary-callout"
+          ]
+        },
+        {
+          "id": "gen-emissions-header",
+          "component": "CardHeader",
+          "title": "🌱 Generation Mix Split & Emissions",
+          "subtitle": "Real-time energy generation source breakdown and daily CO2 emissions"
+        },
+        {
+          "id": "gen-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Wind Solar (38%)",
+            "Nuclear (26%)",
+            "Natural Gas (22%)",
+            "Hydro Electric (10%)",
+            "Grid Battery / Storage (4%)"
+          ],
+          "values": [
+            13240,
+            9060,
+            7670,
+            3485,
+            1395
+          ]
+        },
+        {
+          "id": "emissions-summary-callout",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "🍃 Emissions Breakdown Today: 11,890 Metric Tons CO2e",
+          "description": "74% clean electricity generation currently online (Renewables + Hydro + Nuclear). Gas generation supplying 22% balance for frequency response."
+        },
+        {
+          "id": "forecast-price-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "forecast-price-header",
+            "forecast-chart",
+            "price-summary-tag"
+          ]
+        },
+        {
+          "id": "forecast-price-header",
+          "component": "CardHeader",
+          "title": "📈 24-Hour Demand Forecast & MWh Spot Price Trend",
+          "subtitle": "Hourly system demand projection (MW) and wholesale price ($/MWh)"
+        },
+        {
+          "id": "forecast-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Time of Day (Next 24 Hours)",
+          "yLabel": "MegaWatts (MW) / Price ($)",
+          "labels": [
+            "00:00",
+            "03:00",
+            "06:00",
+            "09:00",
+            "12:00",
+            "15:00",
+            "18:00",
+            "21:00"
+          ],
+          "series": [
+            "series-demand-forecast",
+            "series-price-forecast"
+          ]
+        },
+        {
+          "id": "series-demand-forecast",
+          "component": "Series",
+          "category": "Demand Forecast (MW)",
+          "values": [
+            28500,
+            26200,
+            29800,
+            35400,
+            36200,
+            35800,
+            38900,
+            33100
+          ]
+        },
+        {
+          "id": "series-price-forecast",
+          "component": "Series",
+          "category": "Price Forecast ($/MWh)",
+          "values": [
+            42,
+            38,
+            55,
+            72,
+            68,
+            64,
+            98,
+            58
+          ]
+        },
+        {
+          "id": "price-summary-tag",
+          "component": "TagBlock",
+          "tags": [
+            "Current Price: $64.80 / MWh",
+            "24H Peak Price: $98.00 / MWh (18:00 Peak)",
+            "24H Low Price: $38.00 / MWh (03:00 Off-Peak)"
+          ]
+        },
+        {
+          "id": "plants-outages-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "plants-outages-header",
+            "plants-tabs"
+          ]
+        },
+        {
+          "id": "plants-outages-header",
+          "component": "CardHeader",
+          "title": "🏢 Generation Facilities & Active Grid Outages",
+          "subtitle": "Detailed status per power plant and active regional disruption events"
+        },
+        {
+          "id": "plants-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-plants",
+            "tab-outages"
+          ]
+        },
+        {
+          "id": "tab-plants",
+          "component": "TabItem",
+          "value": "plants",
+          "trigger": "Power Plants Status (6 Active)",
+          "content": [
+            "plants-table"
+          ]
+        },
+        {
+          "id": "plants-table",
+          "component": "Table",
+          "columns": [
+            "plant-col-name",
+            "plant-col-type",
+            "plant-col-region",
+            "plant-col-output",
+            "plant-col-cap",
+            "plant-col-status"
+          ]
+        },
+        {
+          "id": "plant-col-name",
+          "component": "Col",
+          "label": "Facility Name",
+          "type": "string",
+          "data": [
+            "Highland Nuclear Station",
+            "North Sea Wind Complex",
+            "Valley Gas CCGT Unit 1",
+            "Valley Gas CCGT Unit 2",
+            "SunValley Solar Farm",
+            "Alpine Pumped Hydro"
+          ]
+        },
+        {
+          "id": "plant-col-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "Nuclear",
+            "Offshore Wind",
+            "Natural Gas",
+            "Natural Gas",
+            "Solar PV",
+            "Hydro Storage"
+          ]
+        },
+        {
+          "id": "plant-col-region",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": [
+            "Eastern Highland",
+            "Northern Grid",
+            "Central Industrial",
+            "Central Industrial",
+            "Southern Coastal",
+            "Eastern Highland"
+          ]
+        },
+        {
+          "id": "plant-col-output",
+          "component": "Col",
+          "label": "Current Output",
+          "type": "string",
+          "data": [
+            "3,200 MW",
+            "4,850 MW",
+            "1,400 MW",
+            "0 MW",
+            "2,100 MW",
+            "850 MW"
+          ]
+        },
+        {
+          "id": "plant-col-cap",
+          "component": "Col",
+          "label": "Max Capacity",
+          "type": "string",
+          "data": [
+            "3,200 MW",
+            "5,000 MW",
+            "1,500 MW",
+            "1,500 MW",
+            "2,400 MW",
+            "1,200 MW"
+          ]
+        },
+        {
+          "id": "plant-col-status",
+          "component": "Col",
+          "label": "Operational Status",
+          "type": "string",
+          "data": [
+            "🟢 100% ONLINE",
+            "🟢 97% ONLINE",
+            "🟢 93% ONLINE",
+            "🔴 OFFLINE (Planned)",
+            "🟢 88% ONLINE",
+            "🟡 STANDBY / SPINNING"
+          ]
+        },
+        {
+          "id": "tab-outages",
+          "component": "TabItem",
+          "value": "outages",
+          "trigger": "Active Outages & Affected Regions (3 Active)",
+          "content": [
+            "outages-list"
+          ]
+        },
+        {
+          "id": "outages-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "outage-1",
+            "outage-2",
+            "outage-3"
+          ]
+        },
+        {
+          "id": "outage-1",
+          "component": "ListItem",
+          "title": "Sector C7 Metro Substation Trip",
+          "subtitle": "Affected Region: Central Industrial Hub | Impact: 14,200 Customers (180 MW) | Cause: Bushing failure | ETA Repair: 2h 15m",
+          "actionLabel": "Dispatch Repair Crew"
+        },
+        {
+          "id": "outage-2",
+          "component": "ListItem",
+          "title": "Feeder Line 88 High Voltage Fault",
+          "subtitle": "Affected Region: Northern Grid Region | Impact: 3,400 Customers (45 MW) | Cause: Storm damage | ETA Repair: 4h 30m",
+          "actionLabel": "Re-route Feeder B"
+        },
+        {
+          "id": "outage-3",
+          "component": "ListItem",
+          "title": "Distribution Node West-12 Phase Imbalance",
+          "subtitle": "Affected Region: Western Corridor Region | Impact: 850 Customers (12 MW) | Cause: Voltage surge | ETA Repair: 45m",
+          "actionLabel": "Remote Reset"
+        },
+        {
+          "id": "maintenance-curtailment-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "maint-curtail-header",
+            "maint-accordion",
+            "curtailment-form"
+          ]
+        },
+        {
+          "id": "maint-curtail-header",
+          "component": "CardHeader",
+          "title": "🛠️ Planned Monthly Maintenance & Emergency Curtailment Controls",
+          "subtitle": "Schedule of outages for this month and immediate curtailment dispatch interface"
+        },
+        {
+          "id": "maint-accordion",
+          "component": "Accordion",
+          "items": [
+            "maint-item-1",
+            "maint-item-2",
+            "maint-item-3"
+          ]
+        },
+        {
+          "id": "maint-item-1",
+          "component": "AccordionItem",
+          "value": "maint-1",
+          "trigger": "📅 Oct 18–20: Valley Gas CCGT Unit 2 - Major Overhaul (Central Hub)",
+          "content": [
+            "maint-text-1"
+          ]
+        },
+        {
+          "id": "maint-text-1",
+          "component": "TextContent",
+          "text": "Turbine blade inspection and generator rewinding. Capacity impact: -1,500 MW. Contingency spinning reserve activated from Hydro assets.",
+          "size": "default"
+        },
+        {
+          "id": "maint-item-2",
+          "component": "AccordionItem",
+          "value": "maint-2",
+          "trigger": "📅 Oct 24–25: Interconnector HVDC Cable Maintenance (Western Corridor)",
+          "content": [
+            "maint-text-2"
+          ]
+        },
+        {
+          "id": "maint-text-2",
+          "component": "TextContent",
+          "text": "Filter bank replacement and firmware upgrade. Import capacity temporarily capped at 500 MW.",
+          "size": "default"
+        },
+        {
+          "id": "maint-item-3",
+          "component": "AccordionItem",
+          "value": "maint-3",
+          "trigger": "📅 Oct 28: Substation 14 A/B Switchgear Retrofit (Southern Coastal)",
+          "content": [
+            "maint-text-3"
+          ]
+        },
+        {
+          "id": "maint-text-3",
+          "component": "TextContent",
+          "text": "Upgrading protection relays to IEC 61850 digital standard. Busbar transfer scheduled for 01:00-05:00 window.",
+          "size": "default"
+        },
+        {
+          "id": "curtailment-form",
+          "component": "Form",
+          "name": "curtailment_order_form",
+          "fields": [
+            "curtail-field-region",
+            "curtail-field-amount",
+            "curtail-field-reason"
+          ],
+          "buttons": "curtail-buttons"
+        },
+        {
+          "id": "curtail-field-region",
+          "component": "FormControl",
+          "label": "Target Region for Curtailment / Load Shedding",
+          "hint": "Select destination grid node",
+          "input": "curtail-region-select"
+        },
+        {
+          "id": "curtail-region-select",
+          "component": "Select",
+          "name": "curtail_region",
+          "placeholder": "Select Region...",
+          "value": "north",
+          "items": [
+            "c-opt-north",
+            "c-opt-central",
+            "c-opt-south",
+            "c-opt-east",
+            "c-opt-west"
+          ]
+        },
+        {
+          "id": "c-opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "Northern Grid Region (Wind Curtailment)"
+        },
+        {
+          "id": "c-opt-central",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Central Industrial Hub (Demand Response)"
+        },
+        {
+          "id": "c-opt-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "Southern Coastal Region (Solar Curtailment)"
+        },
+        {
+          "id": "c-opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "Eastern Highland Region"
+        },
+        {
+          "id": "c-opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "Western Corridor Region"
+        },
+        {
+          "id": "curtail-field-amount",
+          "component": "FormControl",
+          "label": "Curtailment Volume (MW)",
+          "hint": "Slide or enter curtailment setpoint",
+          "input": "curtail-slider"
+        },
+        {
+          "id": "curtail-slider",
+          "component": "Slider",
+          "name": "curtailment_mw",
+          "variant": "discrete",
+          "min": 50,
+          "max": 1000,
+          "step": 50,
+          "defaultValue": [
+            200
+          ],
+          "label": "Target Reduction (MW)"
+        },
+        {
+          "id": "curtail-field-reason",
+          "component": "FormControl",
+          "label": "Operator Dispatch Order Reason",
+          "hint": "Log reason for compliance audit trail",
+          "input": "curtail-reason-input"
+        },
+        {
+          "id": "curtail-reason-input",
+          "component": "Input",
+          "name": "curtailment_reason",
+          "placeholder": "e.g., Thermal line overload mitigation at Substation 4B",
+          "type": "text",
+          "value": "Thermal overload relief on feeder line"
+        },
+        {
+          "id": "curtail-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-issue-curtailment",
+            "btn-cancel-curtailment"
+          ]
+        },
+        {
+          "id": "btn-issue-curtailment",
+          "component": "Button",
+          "label": "⚡ Issue Curtailment Order",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        },
+        {
+          "id": "btn-cancel-curtailment",
+          "component": "Button",
+          "label": "Reset Form",
+          "variant": "tertiary",
+          "type": "normal",
+          "size": "medium"
+        },
+        {
+          "id": "followup-suggestions",
+          "component": "FollowUpBlock",
+          "items": [
+            "follow-1",
+            "follow-2",
+            "follow-3"
+          ]
+        },
+        {
+          "id": "follow-1",
+          "component": "FollowUpItem",
+          "text": "Simulate 500 MW loss from Highland Nuclear Station"
+        },
+        {
+          "id": "follow-2",
+          "component": "FollowUpItem",
+          "text": "Export detailed daily CO2 and emissions report"
+        },
+        {
+          "id": "follow-3",
+          "component": "FollowUpItem",
+          "text": "View reserve battery discharge readiness"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..738206aa0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r2.txt
@@ -0,0 +1,846 @@
+An interactive power network operator console has been generated to monitor grid capacity, generation mix, plant statuses, regional metrics, forecasts, and live operational controls.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "power-grid-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0284C7",
+      "agentDisplayName": "Grid Management System"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "power-grid-console",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "kpi-summary-card",
+          "alert-banner",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "header-info",
+          "region-control"
+        ]
+      },
+      {
+        "id": "header-info",
+        "component": "CardHeader",
+        "title": "National Power Grid Operations Console",
+        "subtitle": "Real-time Grid Load, Generation Mix, Regional Health & Dispatch Control"
+      },
+      {
+        "id": "region-control",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "gap": "s",
+        "children": [
+          "region-select"
+        ]
+      },
+      {
+        "id": "region-select",
+        "component": "Select",
+        "name": "region_filter",
+        "placeholder": "Focus Region: All Regions (National)",
+        "value": "all",
+        "size": "medium",
+        "items": [
+          "reg-all",
+          "reg-north",
+          "reg-south",
+          "reg-east",
+          "reg-west"
+        ]
+      },
+      {
+        "id": "reg-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "Focus Region: All Regions (National Grid)"
+      },
+      {
+        "id": "reg-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "Region: North Sector (ISO-1)"
+      },
+      {
+        "id": "reg-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "Region: South Hub (ISO-2)"
+      },
+      {
+        "id": "reg-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "Region: Eastern Metro (ISO-3)"
+      },
+      {
+        "id": "reg-west",
+        "component": "SelectItem",
+        "value": "west",
+        "label": "Region: Western Grid (ISO-4)"
+      },
+      {
+        "id": "kpi-summary-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "kpi-title",
+          "kpi-grid",
+          "capacity-progress"
+        ]
+      },
+      {
+        "id": "kpi-title",
+        "component": "Heading",
+        "level": "h3",
+        "text": "1, 2, 7 & 12. Grid Operational Overview"
+      },
+      {
+        "id": "kpi-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "children": [
+          "kpi-load",
+          "kpi-capacity",
+          "kpi-price",
+          "kpi-emissions"
+        ]
+      },
+      {
+        "id": "kpi-load",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-load-head",
+          "kpi-load-val"
+        ]
+      },
+      {
+        "id": "kpi-load-head",
+        "component": "CardHeader",
+        "title": "38,420 MW",
+        "subtitle": "Current Electricity Load"
+      },
+      {
+        "id": "kpi-load-val",
+        "component": "Tag",
+        "text": "+2.4% vs last hour",
+        "variant": "warning"
+      },
+      {
+        "id": "kpi-capacity",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-cap-head",
+          "kpi-cap-val"
+        ]
+      },
+      {
+        "id": "kpi-cap-head",
+        "component": "CardHeader",
+        "title": "85.4% Capacity",
+        "subtitle": "Grid Margin: 6,580 MW"
+      },
+      {
+        "id": "kpi-cap-val",
+        "component": "Tag",
+        "text": "High Demand Zone",
+        "variant": "warning"
+      },
+      {
+        "id": "kpi-price",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-price-head",
+          "kpi-price-val"
+        ]
+      },
+      {
+        "id": "kpi-price-head",
+        "component": "CardHeader",
+        "title": "$64.80 / MWh",
+        "subtitle": "Current Wholesale Price"
+      },
+      {
+        "id": "kpi-price-val",
+        "component": "Tag",
+        "text": "Spot Market Clear",
+        "variant": "info"
+      },
+      {
+        "id": "kpi-emissions",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-emiss-head",
+          "kpi-emiss-val"
+        ]
+      },
+      {
+        "id": "kpi-emiss-head",
+        "component": "CardHeader",
+        "title": "142,500 tCO₂e",
+        "subtitle": "Emissions Today (Avg 185g/kWh)"
+      },
+      {
+        "id": "kpi-emiss-val",
+        "component": "Tag",
+        "text": "-12% vs Monthly Avg",
+        "variant": "success"
+      },
+      {
+        "id": "capacity-progress",
+        "component": "Progress",
+        "label": "Current Grid Capacity Utilization (Max Reserve Limit 45,000 MW)",
+        "value": 85
+      },
+      {
+        "id": "alert-banner",
+        "component": "Alert",
+        "title": "9. Live Grid Alert (14:22:05) - Frequency Deviation Warning",
+        "description": "Substation B-12 reported frequency drop to 49.82 Hz following unexpected trip at Riverdale Hydro Unit 2. Emergency ramping initiated.",
+        "variant": "warning"
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-overview",
+          "tab-plants",
+          "tab-outages",
+          "tab-maintenance",
+          "tab-curtailment"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Generation & Forecast Overview",
+        "content": [
+          "tab-overview-card"
+        ]
+      },
+      {
+        "id": "tab-overview-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "gen-split-card",
+          "forecast-card"
+        ]
+      },
+      {
+        "id": "gen-split-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "gen-split-header",
+          "gen-pie-chart"
+        ]
+      },
+      {
+        "id": "gen-split-header",
+        "component": "CardHeader",
+        "title": "3. Generation Split by Source (MW Share)",
+        "subtitle": "Real-time energy generation breakdown across national assets"
+      },
+      {
+        "id": "gen-pie-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "Nuclear (11,200 MW)",
+          "Natural Gas (12,800 MW)",
+          "Wind Offshore/Onshore (7,400 MW)",
+          "Solar Hydro & Other (4,100 MW)",
+          "Coal Base Load (2,920 MW)"
+        ],
+        "values": [
+          11200,
+          12800,
+          7400,
+          4100,
+          2920
+        ]
+      },
+      {
+        "id": "forecast-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "forecast-header",
+          "forecast-chart"
+        ]
+      },
+      {
+        "id": "forecast-header",
+        "component": "CardHeader",
+        "title": "6. 24-Hour Demand Forecast vs Expected Capacity",
+        "subtitle": "Hourly system demand projection (MW) for next 24 hours"
+      },
+      {
+        "id": "forecast-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Hour",
+        "yLabel": "Megawatts (MW)",
+        "labels": [
+          "00:00",
+          "03:00",
+          "06:00",
+          "09:00",
+          "12:00",
+          "15:00",
+          "18:00",
+          "21:00",
+          "24:00"
+        ],
+        "series": [
+          "series-demand",
+          "series-capacity"
+        ]
+      },
+      {
+        "id": "series-demand",
+        "component": "Series",
+        "category": "Forecasted Demand",
+        "values": [
+          28000,
+          26500,
+          31000,
+          39500,
+          41200,
+          42800,
+          43500,
+          37000,
+          31500
+        ]
+      },
+      {
+        "id": "series-capacity",
+        "component": "Series",
+        "category": "Available Capacity Limit",
+        "values": [
+          45000,
+          45000,
+          45000,
+          45000,
+          45000,
+          45000,
+          45000,
+          45000,
+          45000
+        ]
+      },
+      {
+        "id": "tab-plants",
+        "component": "TabItem",
+        "value": "plants",
+        "trigger": "Power Plants & Output",
+        "content": [
+          "tab-plants-card"
+        ]
+      },
+      {
+        "id": "tab-plants-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "plants-header",
+          "plants-table"
+        ]
+      },
+      {
+        "id": "plants-header",
+        "component": "CardHeader",
+        "title": "4. Power Generation Fleet Status",
+        "subtitle": "Individual plant operating capacity, active output, and current operational status"
+      },
+      {
+        "id": "plants-table",
+        "component": "Table",
+        "columns": [
+          "col-plant-name",
+          "col-plant-type",
+          "col-plant-region",
+          "col-plant-output",
+          "col-plant-max",
+          "col-plant-status"
+        ]
+      },
+      {
+        "id": "col-plant-name",
+        "component": "Col",
+        "label": "Plant Name",
+        "type": "string",
+        "data": [
+          "Keystone Nuclear Station",
+          "Bayfront Combined Cycle Gas",
+          "Highland Wind Farm",
+          "Desert Sun Solar Array",
+          "Riverdale Hydroelectric Dam",
+          "Valley Steam Coal Unit"
+        ]
+      },
+      {
+        "id": "col-plant-type",
+        "component": "Col",
+        "label": "Source Fuel",
+        "type": "string",
+        "data": [
+          "Nuclear",
+          "Natural Gas",
+          "Wind",
+          "Solar",
+          "Hydro",
+          "Coal"
+        ]
+      },
+      {
+        "id": "col-plant-region",
+        "component": "Col",
+        "label": "Region",
+        "type": "string",
+        "data": [
+          "North Sector",
+          "Eastern Metro",
+          "Western Grid",
+          "South Hub",
+          "North Sector",
+          "South Hub"
+        ]
+      },
+      {
+        "id": "col-plant-output",
+        "component": "Col",
+        "label": "Current Output (MW)",
+        "type": "number",
+        "data": [
+          4800,
+          3200,
+          1850,
+          1100,
+          450,
+          1200
+        ]
+      },
+      {
+        "id": "col-plant-max",
+        "component": "Col",
+        "label": "Rated Cap (MW)",
+        "type": "number",
+        "data": [
+          5000,
+          3500,
+          2200,
+          1500,
+          900,
+          1200
+        ]
+      },
+      {
+        "id": "col-plant-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Optimal / Base Load",
+          "Ramping Up",
+          "Normal Operations",
+          "Peak Generation",
+          "Partial Curtailment (Unit 2 Off)",
+          "Full Operating Capacity"
+        ]
+      },
+      {
+        "id": "tab-outages",
+        "component": "TabItem",
+        "value": "outages",
+        "trigger": "Active Outages & Incidents",
+        "content": [
+          "tab-outages-card"
+        ]
+      },
+      {
+        "id": "tab-outages-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "outages-header",
+          "outages-list"
+        ]
+      },
+      {
+        "id": "outages-header",
+        "component": "CardHeader",
+        "title": "5. Active Network Outages",
+        "subtitle": "Unplanned disruptions, affected regions, customer impact, and repair status"
+      },
+      {
+        "id": "outages-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "outage-1",
+          "outage-2",
+          "outage-3"
+        ]
+      },
+      {
+        "id": "outage-1",
+        "component": "ListItem",
+        "title": "Substation B-12 Transformer Trip - Eastern Metro Region",
+        "subtitle": "Affected: Eastern Industrial Zone (14,200 customers) | Load Lost: 180 MW | Estimated Restoration: 16:30 UTC",
+        "actionLabel": "Dispatch Repair Crew"
+      },
+      {
+        "id": "outage-2",
+        "component": "ListItem",
+        "title": "Line 502 High-Voltage Feeder Fault - North Sector Region",
+        "subtitle": "Affected: North Ridge District (3,800 customers) | Load Lost: 45 MW | Crew On-Site: Re-routing via Line 504",
+        "actionLabel": "Isolate Line"
+      },
+      {
+        "id": "outage-3",
+        "component": "ListItem",
+        "title": "Feeder Line 8A Storm Damage - Western Grid Region",
+        "subtitle": "Affected: Rural West Valley (1,150 customers) | Load Lost: 12 MW | Tree Clearing In Progress",
+        "actionLabel": "View Incident Map"
+      },
+      {
+        "id": "tab-maintenance",
+        "component": "TabItem",
+        "value": "maintenance",
+        "trigger": "Planned Maintenance",
+        "content": [
+          "tab-maintenance-card"
+        ]
+      },
+      {
+        "id": "tab-maintenance-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "maint-header",
+          "maint-table"
+        ]
+      },
+      {
+        "id": "maint-header",
+        "component": "CardHeader",
+        "title": "8. Scheduled Grid Maintenance (Current Month)",
+        "subtitle": "Planned outages, substation upgrades, and asset inspections"
+      },
+      {
+        "id": "maint-table",
+        "component": "Table",
+        "columns": [
+          "col-maint-id",
+          "col-maint-asset",
+          "col-maint-region",
+          "col-maint-date",
+          "col-maint-impact",
+          "col-maint-approval"
+        ]
+      },
+      {
+        "id": "col-maint-id",
+        "component": "Col",
+        "label": "Work Order",
+        "type": "string",
+        "data": [
+          "WO-8821",
+          "WO-8904",
+          "WO-8950",
+          "WO-9012"
+        ]
+      },
+      {
+        "id": "col-maint-asset",
+        "component": "Col",
+        "label": "Target Asset",
+        "type": "string",
+        "data": [
+          "Substation West-3 Transformer Overhaul",
+          "330kV Interconnector Inspection",
+          "Gas Turbine Unit 4 Annual Refurbishment",
+          "Coastal Solar Substation Breaker Replacement"
+        ]
+      },
+      {
+        "id": "col-maint-region",
+        "component": "Col",
+        "label": "Region",
+        "type": "string",
+        "data": [
+          "Western Grid",
+          "North / East Tie",
+          "Eastern Metro",
+          "South Hub"
+        ]
+      },
+      {
+        "id": "col-maint-date",
+        "component": "Col",
+        "label": "Scheduled Window",
+        "type": "string",
+        "data": [
+          "Oct 12 - Oct 14",
+          "Oct 18 - Oct 19",
+          "Oct 22 - Oct 28",
+          "Oct 29 - Oct 30"
+        ]
+      },
+      {
+        "id": "col-maint-impact",
+        "component": "Col",
+        "label": "Capacity Impact",
+        "type": "string",
+        "data": [
+          "-350 MW (Rerouted)",
+          "-120 MW Reserve",
+          "-450 MW Generation",
+          "-80 MW Generation"
+        ]
+      },
+      {
+        "id": "col-maint-approval",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Approved & Staged",
+          "Approved & Staged",
+          "Pending Clearance",
+          "Scheduled"
+        ]
+      },
+      {
+        "id": "tab-curtailment",
+        "component": "TabItem",
+        "value": "curtailment",
+        "trigger": "Curtailment & Dispatch Controls",
+        "content": [
+          "tab-curtailment-card"
+        ]
+      },
+      {
+        "id": "tab-curtailment-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "curtailment-header",
+          "curtailment-form",
+          "curtailment-callout"
+        ]
+      },
+      {
+        "id": "curtailment-header",
+        "component": "CardHeader",
+        "title": "11. Emergency & Demand Response Curtailment Order",
+        "subtitle": "Issue direct curtailment orders to heavy industrial users or renewable assets to maintain grid balance"
+      },
+      {
+        "id": "curtailment-form",
+        "component": "Form",
+        "name": "curtailment_dispatch_form",
+        "buttons": "curtailment-btn-group",
+        "fields": [
+          "fc-region",
+          "fc-target",
+          "fc-amount",
+          "fc-reason"
+        ]
+      },
+      {
+        "id": "fc-region",
+        "component": "FormControl",
+        "label": "Target Region / Zone",
+        "hint": "Select grid zone requiring immediate load shed or generation cap",
+        "input": "curtail-region-select"
+      },
+      {
+        "id": "curtail-region-select",
+        "component": "Select",
+        "name": "target_zone",
+        "placeholder": "Select Target Grid Zone",
+        "items": [
+          "cz-1",
+          "cz-2",
+          "cz-3"
+        ]
+      },
+      {
+        "id": "cz-1",
+        "component": "SelectItem",
+        "value": "north-zone",
+        "label": "North Sector - Heavy Industrial Line A"
+      },
+      {
+        "id": "cz-2",
+        "component": "SelectItem",
+        "value": "east-zone",
+        "label": "Eastern Metro - Commercial DR Group 4"
+      },
+      {
+        "id": "cz-3",
+        "component": "SelectItem",
+        "value": "west-wind",
+        "label": "Western Grid - Renewable Wind Fleet"
+      },
+      {
+        "id": "fc-target",
+        "component": "FormControl",
+        "label": "Curtailment Action Type",
+        "hint": "Specify whether reducing demand side load or ramping down generation",
+        "input": "curtail-type-radio"
+      },
+      {
+        "id": "curtail-type-radio",
+        "component": "RadioGroup",
+        "name": "curtail_action_type",
+        "defaultValue": "demand_shed",
+        "items": [
+          "ri-1",
+          "ri-2"
+        ]
+      },
+      {
+        "id": "ri-1",
+        "component": "RadioItem",
+        "value": "demand_shed",
+        "label": "Demand Response Load Shedding",
+        "description": "Signal industrial contracted customers to drop flexible load"
+      },
+      {
+        "id": "ri-2",
+        "component": "RadioItem",
+        "value": "gen_cap",
+        "label": "Generation Output Cap",
+        "description": "Cap renewable/peaker output due to transmission bottleneck"
+      },
+      {
+        "id": "fc-amount",
+        "component": "FormControl",
+        "label": "Curtailment Quantity (MW)",
+        "hint": "Set required target reduction level",
+        "input": "curtail-slider"
+      },
+      {
+        "id": "curtail-slider",
+        "component": "Slider",
+        "name": "curtail_mw_value",
+        "variant": "discrete",
+        "min": 25,
+        "max": 1000,
+        "step": 25,
+        "defaultValue": [
+          250
+        ]
+      },
+      {
+        "id": "fc-reason",
+        "component": "FormControl",
+        "label": "Operator Dispatch Notes / Authorization Log",
+        "hint": "Enter justification code or operational order reference",
+        "input": "curtail-reason-text"
+      },
+      {
+        "id": "curtail-reason-text",
+        "component": "TextArea",
+        "name": "dispatch_log_notes",
+        "placeholder": "e.g., Executing emergency curtailment per Grid Protocol 4B to prevent transformer B-12 overload.",
+        "rows": 3
+      },
+      {
+        "id": "curtailment-btn-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-issue-curtail",
+          "btn-cancel-curtail"
+        ]
+      },
+      {
+        "id": "btn-issue-curtail",
+        "component": "Button",
+        "label": "Issue Immediate Curtailment Directive",
+        "type": "destructive",
+        "variant": "primary"
+      },
+      {
+        "id": "btn-cancel-curtail",
+        "component": "Button",
+        "label": "Reset Dispatch Controls",
+        "type": "normal",
+        "variant": "tertiary"
+      },
+      {
+        "id": "curtailment-callout",
+        "component": "TextCallout",
+        "variant": "warning",
+        "title": "Safety Warning - High Voltage Operations",
+        "description": "Issuing a direct curtailment directive immediately sends binding dispatch signals to automatic grid controllers and notification systems for affected facilities."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..d867ef5ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r3.txt
@@ -0,0 +1,713 @@
+Here is the comprehensive real-time power network operator's console, providing grid monitoring, regional telemetry, generation mix, load forecasting, maintenance, alerts, and operational controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "power-grid-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Grid Operations Management System"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "power-grid-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "critical-alerts-banner",
+            "kpi-summary-card",
+            "regional-control-card",
+            "generation-and-plants-tabs",
+            "forecast-and-price-card",
+            "events-and-maintenance-tabs",
+            "curtailment-dialog-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "National Power Network Operations Console"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "size": "default",
+          "text": "Real-time grid telemetry, dispatch controls, capacity headroom, and regional load monitoring."
+        },
+        {
+          "id": "critical-alerts-banner",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Live Alert: Frequency Deviation & High Reserve Margin Alert",
+          "description": "Grid frequency dropped to 49.82 Hz at 14:22:05 UTC. Substation B-14 automated response engaged. Regional headroom in Northern Grid reduced to 4.2%."
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-separator",
+            "load-capacity-progress",
+            "emissions-progress"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "CardHeader",
+          "title": "Grid Status Overview",
+          "subtitle": "Item 1: Load | Item 2: Capacity Proximity | Item 7: Current Price | Item 12: Emissions"
+        },
+        {
+          "id": "kpi-separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "load-capacity-progress",
+          "component": "Progress",
+          "value": 87,
+          "label": "1. Current Load: 43,850 MW / 50,400 MW Peak Cap (2. Operating at 87% Capacity - 6,550 MW Headroom) | 7. Spot Price: $68.40 / MWh"
+        },
+        {
+          "id": "emissions-progress",
+          "component": "Progress",
+          "value": 64,
+          "label": "12. Carbon Intensity Today: 182 gCO2/kWh (Cumulative Daily Emissions: 142,500 Tonnes CO2e - 64% of Daily Carbon Budget Limit)"
+        },
+        {
+          "id": "regional-control-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "regional-title",
+            "region-select-control"
+          ]
+        },
+        {
+          "id": "regional-title",
+          "component": "CardHeader",
+          "title": "Regional Focus & View Controls",
+          "subtitle": "10. Select a specific region to filter live operational telemetry and plant dispatch"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Active Region Focus",
+          "hint": "Selecting a region narrows live frequency telemetry, local plant status, and curtailment actions.",
+          "input": "region-select-dropdown"
+        },
+        {
+          "id": "region-select-dropdown",
+          "component": "Select",
+          "name": "selectedRegion",
+          "placeholder": "Select operational region...",
+          "value": "all-regions",
+          "items": [
+            "region-item-all",
+            "region-item-north",
+            "region-item-central",
+            "region-item-south",
+            "region-item-west",
+            "region-item-east"
+          ]
+        },
+        {
+          "id": "region-item-all",
+          "component": "SelectItem",
+          "value": "all-regions",
+          "label": "All Transmission Regions (National Summary)"
+        },
+        {
+          "id": "region-item-north",
+          "component": "SelectItem",
+          "value": "region-north",
+          "label": "Northern Transmission Zone (Load: 12,400 MW)"
+        },
+        {
+          "id": "region-item-central",
+          "component": "SelectItem",
+          "value": "region-central",
+          "label": "Central Industrial Metro Zone (Load: 16,800 MW)"
+        },
+        {
+          "id": "region-item-south",
+          "component": "SelectItem",
+          "value": "region-south",
+          "label": "Southern Coastal Zone (Load: 8,200 MW)"
+        },
+        {
+          "id": "region-item-west",
+          "component": "SelectItem",
+          "value": "region-west",
+          "label": "Western Renewable Basin (Load: 4,150 MW)"
+        },
+        {
+          "id": "region-item-east",
+          "component": "SelectItem",
+          "value": "region-east",
+          "label": "Eastern Maritime Grid (Load: 2,300 MW)"
+        },
+        {
+          "id": "generation-and-plants-tabs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "gen-tabs-header",
+            "gen-tabs-container"
+          ]
+        },
+        {
+          "id": "gen-tabs-header",
+          "component": "CardHeader",
+          "title": "Generation Breakdown & Power Plant Operations",
+          "subtitle": "Item 3: Generation Split | Item 4: Plant Outputs and Status"
+        },
+        {
+          "id": "gen-tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-gen-split",
+            "tab-plant-status"
+          ]
+        },
+        {
+          "id": "tab-gen-split",
+          "component": "TabItem",
+          "value": "gen-split",
+          "trigger": "3. Generation Split by Fuel Source",
+          "content": [
+            "gen-split-pie-chart"
+          ]
+        },
+        {
+          "id": "gen-split-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Nuclear",
+            "Natural Gas (CCGT)",
+            "Wind Onshore/Offshore",
+            "Solar PV",
+            "Hydroelectric & Pumped",
+            "Coal Baseline"
+          ],
+          "values": [
+            14200,
+            12800,
+            8400,
+            4600,
+            2850,
+            1000
+          ]
+        },
+        {
+          "id": "tab-plant-status",
+          "component": "TabItem",
+          "value": "plant-status",
+          "trigger": "4. Power Plant Fleet Status",
+          "content": [
+            "plant-status-table"
+          ]
+        },
+        {
+          "id": "plant-status-table",
+          "component": "Table",
+          "columns": [
+            "col-plant-name",
+            "col-plant-fuel",
+            "col-plant-region",
+            "col-plant-output",
+            "col-plant-cap",
+            "col-plant-status"
+          ]
+        },
+        {
+          "id": "col-plant-name",
+          "component": "Col",
+          "label": "Plant Name",
+          "type": "string",
+          "data": [
+            "Point Hope Nuclear Station Unit 1",
+            "Valley Gas Peaker Plant 3",
+            "Highland Wind Array (Phase A-C)",
+            "Blue River Hydro Reservoir",
+            "SunValley Solar Farm",
+            "Ironwood Thermal Plant (Unit 2)"
+          ]
+        },
+        {
+          "id": "col-plant-fuel",
+          "component": "Col",
+          "label": "Fuel Source",
+          "type": "string",
+          "data": [
+            "Nuclear",
+            "Natural Gas",
+            "Wind",
+            "Hydro",
+            "Solar",
+            "Coal"
+          ]
+        },
+        {
+          "id": "col-plant-region",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": [
+            "Southern Coastal Zone",
+            "Central Metro Zone",
+            "Northern Transmission Zone",
+            "Eastern Maritime Grid",
+            "Western Renewable Basin",
+            "Central Metro Zone"
+          ]
+        },
+        {
+          "id": "col-plant-output",
+          "component": "Col",
+          "label": "Current Output (MW)",
+          "type": "number",
+          "data": [
+            2200,
+            1450,
+            1120,
+            850,
+            640,
+            0
+          ]
+        },
+        {
+          "id": "col-plant-cap",
+          "component": "Col",
+          "label": "Max Capacity (MW)",
+          "type": "number",
+          "data": [
+            2300,
+            1600,
+            1400,
+            900,
+            800,
+            650
+          ]
+        },
+        {
+          "id": "col-plant-status",
+          "component": "Col",
+          "label": "Operational Status",
+          "type": "string",
+          "data": [
+            "ONLINE - Baseload Nominal",
+            "ONLINE - Load Following",
+            "ONLINE - High Gust Curtailment Ready",
+            "ONLINE - Spinning Reserve Duty",
+            "ONLINE - Solar Peak Decreasing",
+            "OFFLINE - Scheduled Maintenance"
+          ]
+        },
+        {
+          "id": "forecast-and-price-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "forecast-price-header",
+            "demand-forecast-chart"
+          ]
+        },
+        {
+          "id": "forecast-price-header",
+          "component": "CardHeader",
+          "title": "Demand Forecast (Next 24 Hours) & Market Volatility",
+          "subtitle": "Item 6: Rolling 24-Hour Demand Curve vs Expected Reserve Margin"
+        },
+        {
+          "id": "demand-forecast-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour (UTC)",
+          "yLabel": "Grid Load (MW)",
+          "labels": [
+            "00:00",
+            "03:00",
+            "06:00",
+            "09:00",
+            "12:00",
+            "15:00",
+            "18:00",
+            "21:00"
+          ],
+          "series": [
+            "series-forecasted-demand",
+            "series-available-capacity"
+          ]
+        },
+        {
+          "id": "series-forecasted-demand",
+          "component": "Series",
+          "category": "Forecasted Demand (MW)",
+          "values": [
+            32000,
+            29500,
+            34000,
+            42500,
+            45200,
+            43850,
+            46800,
+            38000
+          ]
+        },
+        {
+          "id": "series-available-capacity",
+          "component": "Series",
+          "category": "Dispatched Capacity (MW)",
+          "values": [
+            48000,
+            48000,
+            48500,
+            50000,
+            50400,
+            50400,
+            50400,
+            49000
+          ]
+        },
+        {
+          "id": "events-and-maintenance-tabs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "events-tabs-header",
+            "events-tabs-container"
+          ]
+        },
+        {
+          "id": "events-tabs-header",
+          "component": "CardHeader",
+          "title": "Grid Incidents, Planned Maintenance & Live System Logs",
+          "subtitle": "Item 5: Active Outages | Item 8: Planned Maintenance | Item 9: Live Alerts Stream"
+        },
+        {
+          "id": "events-tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-outages",
+            "tab-maintenance",
+            "tab-live-alerts"
+          ]
+        },
+        {
+          "id": "tab-outages",
+          "component": "TabItem",
+          "value": "outages",
+          "trigger": "5. Active Outages by Region",
+          "content": [
+            "outages-list"
+          ]
+        },
+        {
+          "id": "outages-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "outage-item-1",
+            "outage-item-2",
+            "outage-item-3"
+          ]
+        },
+        {
+          "id": "outage-item-1",
+          "component": "ListItem",
+          "title": "Northern Transmission Zone - Substation N-04 Feeder Trip",
+          "subtitle": "Affected Region: Northern Zone (District 4) | Customers Impacted: 14,200 | Cause: Severe Weather Tree Strike | Est. Restoration: 2 hours"
+        },
+        {
+          "id": "outage-item-2",
+          "component": "ListItem",
+          "title": "Central Metro Zone - Substation C-12 Transformer Lockout",
+          "subtitle": "Affected Region: Central Industrial Metro | Customers Impacted: 3,800 Commercial | Cause: Thermal Overload Safety Trip | Est. Restoration: 45 mins"
+        },
+        {
+          "id": "outage-item-3",
+          "component": "ListItem",
+          "title": "Western Renewable Basin - 230kV Intertie Line 109 Outage",
+          "subtitle": "Affected Region: Western Basin | Customers Impacted: 0 (Generation Islanded) | Cause: Protection Relay Signal Fault | Est. Restoration: 1.5 hours"
+        },
+        {
+          "id": "tab-maintenance",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "8. Planned Maintenance (This Month)",
+          "content": [
+            "maintenance-table"
+          ]
+        },
+        {
+          "id": "maintenance-table",
+          "component": "Table",
+          "columns": [
+            "col-maint-asset",
+            "col-maint-type",
+            "col-maint-dates",
+            "col-maint-impact"
+          ]
+        },
+        {
+          "id": "col-maint-asset",
+          "component": "Col",
+          "label": "Asset / Facility",
+          "type": "string",
+          "data": [
+            "Ironwood Thermal Unit 2",
+            "CoastalHVDC Interconnector",
+            "WestSubstation 400kV Breaker",
+            "Pine Ridge Solar Array B"
+          ]
+        },
+        {
+          "id": "col-maint-type",
+          "component": "Col",
+          "label": "Maintenance Type",
+          "type": "string",
+          "data": [
+            "Major Overhaul",
+            "Filter & Cable Inspection",
+            "Routine Relay Calibration",
+            "Inverter Replacement"
+          ]
+        },
+        {
+          "id": "col-maint-dates",
+          "component": "Col",
+          "label": "Scheduled Window",
+          "type": "string",
+          "data": [
+            "Oct 12 - Oct 28",
+            "Oct 18 - Oct 20",
+            "Oct 22 (01:00 - 05:00 UTC)",
+            "Oct 25 - Oct 26"
+          ]
+        },
+        {
+          "id": "col-maint-impact",
+          "component": "Col",
+          "label": "Capacity Impact",
+          "type": "string",
+          "data": [
+            "-650 MW Coal Baseline",
+            "-500 MW Import Capacity",
+            "Zero Transfer Reduction",
+            "-120 MW Solar Generation"
+          ]
+        },
+        {
+          "id": "tab-live-alerts",
+          "component": "TabItem",
+          "value": "live-alerts",
+          "trigger": "9. Live System Telemetry Stream",
+          "content": [
+            "alerts-list"
+          ]
+        },
+        {
+          "id": "alerts-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "alert-item-1",
+            "alert-item-2",
+            "alert-item-3",
+            "alert-item-4"
+          ]
+        },
+        {
+          "id": "alert-item-1",
+          "component": "ListItem",
+          "title": "[14:24:11 UTC] WARNING: Transmission Line 402 Thermal Load at 94%",
+          "subtitle": "Flow rate: 1,180 A (Rating limit: 1,250 A). Recommended action: Adjust Phase Shifting Transformer #2."
+        },
+        {
+          "id": "alert-item-2",
+          "component": "ListItem",
+          "title": "[14:22:05 UTC] CRITICAL: Rapid Frequency Drop Detected (49.82 Hz)",
+          "subtitle": "Automatic Under-Frequency Load Shed (AUFLS) Armed. Hydro Fast Reserve Dispatched +250 MW."
+        },
+        {
+          "id": "alert-item-3",
+          "component": "ListItem",
+          "title": "[14:15:30 UTC] INFO: Solar Generation Ramp-Down Initiated",
+          "subtitle": "Cloud cover moving across Western Basin. Natural Gas Peakers ramping at +45 MW/min."
+        },
+        {
+          "id": "alert-item-4",
+          "component": "ListItem",
+          "title": "[14:00:00 UTC] SYSTEM: Spot Market Price Updated to $68.40/MWh",
+          "subtitle": "Clearing price increased +$4.20/MWh due to evening peak ramp expectation."
+        },
+        {
+          "id": "curtailment-dialog-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "curtailment-header",
+            "curtailment-form"
+          ]
+        },
+        {
+          "id": "curtailment-header",
+          "component": "CardHeader",
+          "title": "Grid Dispatch & Demand Action Dispatch",
+          "subtitle": "11. Execute Emergency Demand Response or Industrial Curtailment Orders"
+        },
+        {
+          "id": "curtailment-form",
+          "component": "Form",
+          "name": "curtailmentForm",
+          "fields": [
+            "curtail-field-region",
+            "curtail-field-amount",
+            "curtail-field-reason"
+          ],
+          "buttons": "curtailment-buttons-group"
+        },
+        {
+          "id": "curtail-field-region",
+          "component": "FormControl",
+          "label": "Target Curtailment Zone",
+          "hint": "Select the sub-grid region where load reduction or generation throttling is required.",
+          "input": "curtail-region-select"
+        },
+        {
+          "id": "curtail-region-select",
+          "component": "Select",
+          "name": "curtailRegion",
+          "placeholder": "Select region to curtail...",
+          "value": "region-central",
+          "items": [
+            "c-item-north",
+            "c-item-central",
+            "c-item-south",
+            "c-item-west"
+          ]
+        },
+        {
+          "id": "c-item-north",
+          "component": "SelectItem",
+          "value": "region-north",
+          "label": "Northern Region (Class A Renewables)"
+        },
+        {
+          "id": "c-item-central",
+          "component": "SelectItem",
+          "value": "region-central",
+          "label": "Central Industrial District (Demand Response)"
+        },
+        {
+          "id": "c-item-south",
+          "component": "SelectItem",
+          "value": "region-south",
+          "label": "Southern Coastal Zone"
+        },
+        {
+          "id": "c-item-west",
+          "component": "SelectItem",
+          "value": "region-west",
+          "label": "Western Renewable Basin (Wind Curtailment)"
+        },
+        {
+          "id": "curtail-field-amount",
+          "component": "FormControl",
+          "label": "Curtailment Volume (MW)",
+          "hint": "Specify target load drop in Megawatts.",
+          "input": "curtail-amount-input"
+        },
+        {
+          "id": "curtail-amount-input",
+          "component": "Input",
+          "name": "curtailmentMW",
+          "type": "number",
+          "placeholder": "e.g. 250",
+          "value": "150"
+        },
+        {
+          "id": "curtail-field-reason",
+          "component": "FormControl",
+          "label": "Operator Dispatch Justification",
+          "hint": "Log mandatory audit note for regulatory compliance.",
+          "input": "curtail-reason-text"
+        },
+        {
+          "id": "curtail-reason-text",
+          "component": "TextArea",
+          "name": "curtailReason",
+          "placeholder": "Enter operational rationale (e.g. Transmission Line 402 Thermal Loading relief)...",
+          "rows": 2,
+          "value": "Relieving thermal congestion on Transmission Line 402."
+        },
+        {
+          "id": "curtailment-buttons-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-issue-curtailment",
+            "btn-cancel-curtailment"
+          ]
+        },
+        {
+          "id": "btn-issue-curtailment",
+          "component": "Button",
+          "label": "11. Execute Curtailment Order",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        },
+        {
+          "id": "btn-cancel-curtailment",
+          "component": "Button",
+          "label": "Reset Dispatch Parameters",
+          "variant": "tertiary",
+          "type": "normal",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..879702486
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-power__r4.txt
@@ -0,0 +1,23 @@
+Here is a comprehensive power network operator's console designed to provide complete operational visibility and real-time grid management capability.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"power-network-console","theme":{"agentDisplayName":"National Grid Dispatch & Operations","primaryColor":"#0284C7"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["alert-banner","header-card","overview-tabs","action-tabs","followups"],"component":"Card","direction":"column","gap":"m","id":"root","variant":"clear"},{"component":"Alert","description":"CRITICAL: Region East sub-station Transformer 4 trip. Automated frequency response active. Review curtailment options if demand surges.","id":"alert-banner","title":"Active High Priority Grid Alert","variant":"destructive"},{"children":["header-title-sec","header-controls"],"component":"Card","direction":"row","gap":"m","id":"header-card","justify":"between","variant":"card"},{"children":["head-title","head-subtitle"],"component":"Card","direction":"column","gap":"xs","id":"header-title-sec","variant":"clear"},{"component":"Heading","id":"head-title","level":"h2","text":"⚡ National Grid Dispatch Console"},{"component":"TextContent","id":"head-subtitle","size":"small","text":"Real-time Grid Telemetry, Generation Split, Load Forecasting & Regional Management"},{"children":["region-select-ctrl"],"component":"Card","direction":"row","gap":"s","id":"header-controls","variant":"clear"},{"children":["region-select"],"component":"FormControl","hint":"Filter telemetry by grid zone","id":"region-select-ctrl","label":"Target Region Focus"},{"component":"Select","id":"region-select","items":["reg-all","reg-north","reg-south","reg-east","reg-west"],"name":"regionFocus","placeholder":"All Regions (National)","value":"all"},{"component":"SelectItem","id":"reg-all","label":"All Regions (National Grid)","value":"all"},{"component":"SelectItem","id":"reg-north","label":"Region North (Industrial Zone)","value":"north"},{"component":"SelectItem","id":"reg-south","label":"Region South (Metropolitan)","value":"south"},{"component":"SelectItem","id":"reg-east","label":"Region East (Coastal / Offshore Wind)","value":"east"},{"component":"SelectItem","id":"reg-west","label":"Region West (Hydro & Rural)","value":"west"},{"component":"Tabs","id":"overview-tabs","items":["tab-overview","tab-plants","tab-forecast-outages","tab-maintenance"]},{"component":"TabItem","content":["grid-stats-row","grid-charts-row"],"id":"tab-overview","trigger":"Real-time Metrics & Mix","value":"overview"},{"children":["stat-card-load","stat-card-capacity","stat-card-price","stat-card-emissions"],"component":"Card","direction":"row","gap":"m","id":"grid-stats-row","variant":"clear"},{"children":["load-head","load-val","load-tag"],"component":"Card","direction":"column","gap":"xs","id":"stat-card-load","weight":1,"variant":"card"},{"component":"CardHeader","id":"load-head","title":"Current Network Load"},"component":"Heading","id":"load-val","level":"h1","text":"38,450 MW"},{"component":"Tag","id":"load-tag","size":"sm","text":"▲ +2.4% vs last hour","variant":"warning"},{"children":["cap-head","cap-val","cap-prog"],"component":"Card","direction":"column","gap":"xs","id":"stat-card-capacity","weight":1,"variant":"card"},{"component":"CardHeader","id":"cap-head","title":"Capacity Headroom"},"component":"Heading","id":"cap-val","level":"h1","text":"85.4% Full"},{"component":"Progress","id":"cap-prog","label":"38.45 GW / 45.00 GW Max Capacity","value":85.4},{"children":["price-head","price-val","price-tag"],"component":"Card","direction":"column","gap":"xs","id":"stat-card-price","weight":1,"variant":"card"},{"component":"CardHeader","id":"price-head","title":"Current Spot Price"},"component":"Heading","id":"price-val","level":"h1","text":"$64.20 / MWh"},{"component":"Tag","id":"price-tag","size":"sm","text":"Off-Peak Normal","variant":"success"},{"children":["emis-head","emis-val","emis-tag"],"component":"Card","direction":"column","gap":"xs","id":"stat-card-emissions","weight":1,"variant":"card"},{"component":"CardHeader","id":"emis-head","title":"Emissions Today"},"component":"Heading","id":"emis-val","level":"h1","text":"142,800 tCO₂e"},{"component":"Tag","id":"emis-tag","size":"sm","text":"Intensity: 182 g/kWh","variant":"info"},{"children":["chart-card-gen","chart-card-radar"],"component":"Card","direction":"row","gap":"m","id":"grid-charts-row","variant":"clear"},{"children":["gen-head","gen-pie"],"component":"Card","direction":"column","gap":"m","id":"chart-card-gen","weight":1,"variant":"card"},{"component":"CardHeader","id":"gen-head","subtitle":"Current Megawatt generation split across all active fuel sources","title":"Generation Split by Source"},{"appearance":"circular","component":"PieChart","id":"gen-pie","labels":["Wind Solar","Nuclear","Natural Gas","Hydro","Battery Storage","Coal / Biomass"],"values":[14800,9200,8500,3400,1800,750]},"variant":"donut"},{"children":["radar-head","radar-chart"],"component":"Card","direction":"column","gap":"m","id":"chart-card-radar","weight":1,"variant":"card"},{"component":"CardHeader","id":"radar-head","subtitle":"Health, Reserve, Stress, and Efficiency matrix across regions","title":"Regional Grid Balance Index"},{"component":"RadarChart","id":"radar-chart","labels":["Frequency Stability","Reserve Margin","Voltage Level","Demand Stress","Asset Health"],"series":["rad-north","rad-south","rad-east","rad-west"]},{"category":"Region North","component":"Series","id":"rad-north","values":[95,80,92,60,88]},{"category":"Region South","component":"Series","id":"rad-south","values":[88,65,85,85,75]},{"category":"Region East","component":"Series","id":"rad-east","values":[78,50,80,92,68]},{"category":"Region West","component":"Series","id":"rad-west","values":[98,90,95,40,94]},{"component":"TabItem","content":["plants-card"],"id":"tab-plants","trigger":"Power Plants Status","value":"plants"},{"children":["plants-head","plants-table"],"component":"Card","direction":"column","gap":"m","id":"plants-card","variant":"card"},{"component":"CardHeader","id":"plants-head","subtitle":"Live operating status and current output across registered facilities","title":"Generation Assets Overview"},{"component":"Table","columns":["col-plant-id","col-plant-name","col-plant-region","col-plant-type","col-plant-out","col-plant-cap","col-plant-status"],"id":"plants-table"},{"component":"Col","data":["PLT-101","PLT-108","PLT-204","PLT-302","PLT-401","PLT-509"],"id":"col-plant-id","label":"Asset ID","type":"string"},{"component":"Col","data":["Hinkley Point C","Hornsea Wind Farm","Severn Hydro Station","Drax Biomass","Epping Gas Turbine","Battersea Storage"],"id":"col-plant-name","label":"Plant Name","type":"string"},{"component":"Col","data":["Region South","Region East","Region West","Region North","Region South","Region South"],"id":"col-plant-region","label":"Region","type":"string"},{"component":"Col","data":["Nuclear","Offshore Wind","Hydroelectric","Biomass","Gas Peaker","Battery BESS"],"id":"col-plant-type","label":"Source Type","type":"string"},{"component":"Col","data":[3200,2150,840,1200,0,180],"id":"col-plant-out","label":"Current Output (MW)","type":"number"},{"component":"Col","data":[3200,2400,1000,1800,600,200],"id":"col-plant-cap","label":"Max Capacity (MW)","type":"number"},{"component":"Col","data":["OPERATIONAL - 100%","OPERATIONAL - High Wind","OPERATIONAL - Nominal","PARTIAL - Maint Unit 2","STANDBY - Grid Reserve","DISCHARGING - Frequency Control"],"id":"col-plant-status","label":"Operational Status","type":"string"},{"component":"TabItem","content":["forecast-outage-row"],"id":"tab-forecast-outages","trigger":"Demand Forecast & Active Outages","value":"forecast-outages"},{"children":["forecast-card","outages-card"],"component":"Card","direction":"row","gap":"m","id":"forecast-outage-row","variant":"clear"},{"children":["fc-head","fc-line"],"component":"Card","direction":"column","gap":"m","id":"forecast-card","weight":1,"variant":"card"},{"component":"CardHeader","id":"fc-head","subtitle":"Rolling hourly system demand projection vs baseline capacity","title":"Next 24 Hours Demand Forecast (MW)"},{"component":"LineChart","id":"fc-line","labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],"series":["fc-series-predicted","fc-series-capacity"],"variant":"natural","xLabel":"Time of Day","yLabel":"Megawatts (MW)"},{"category":"Predicted Load (MW)","component":"Series","id":"fc-series-predicted","values":[28000,25400,29000,38500,41200,39800,43500,37000,31000]},{"category":"Max Available Capacity (MW)","component":"Series","id":"fc-series-capacity","values":[45000,45000,45000,45000,45000,45000,45000,45000,45000]},{"children":["out-head","out-table"],"component":"Card","direction":"column","gap":"m","id":"outages-card","weight":1,"variant":"card"},{"component":"CardHeader","id":"out-head","subtitle":"Current grid incidents, tripped lines, and customer impact","title":"Active Grid Outages"},{"component":"Table","columns":["col-out-id","col-out-reg","col-out-cause","col-out-customers","col-out-eta"],"id":"outages-card-table","id":"out-table"},{"component":"Col","data":["OUT-8821","OUT-8824","OUT-8830"],"id":"col-out-id","label":"Incident ID","type":"string"},{"component":"Col","data":["Region East (Sector 4)","Region North (Sub-B)","Region South (Met Metro)"],"id":"col-out-reg","label":"Affected Region","type":"string"},{"component":"Col","data":["Substation Transformer Trip","Storm Tree Branch Contact","Underground Feeder Fault"],"id":"col-out-cause","label":"Root Cause","type":"string"},{"component":"Col","data":[14200,3100,850],"id":"col-out-customers","label":"Affected Customers","type":"number"},{"component":"Col","data":["14:30 UTC (In Progress)","12:15 UTC (Crews Onsite)","11:45 UTC (Isolating)"],"id":"col-out-eta","label":"Est. Restoration","type":"string"},{"component":"TabItem","content":["maint-card"],"id":"tab-maintenance","trigger":"Monthly Maintenance Schedule","value":"maintenance"},{"children":["maint-head","maint-table"],"component":"Card","direction":"column","gap":"m","id":"maint-card","variant":"card"},{"component":"CardHeader","id":"maint-head","subtitle":"Scheduled grid equipment servicing, line overhauls, and plant downtime","title":"Planned Maintenance This Month"},{"component":"Table","columns":["col-maint-id","col-maint-asset","col-maint-reg","col-maint-dates","col-maint-impact"],"id":"maint-table"},{"component":"Col","data":["MNT-402","MNT-408","MNT-415","MNT-422"],"id":"col-maint-id","label":"Work Order","type":"string"},{"component":"Col","data":["400kV Interconnector Line 2","Epping Peaker Unit 1 Overhaul","Coastal Substation Switchgear","Valley Hydro Intake Maintenance"],"id":"col-maint-asset","label":"Target Asset","type":"string"},{"component":"Col","data":["Region East","Region South","Region East","Region West"],"id":"col-maint-reg","label":"Region","type":"string"},{"component":"Col","data":["Oct 12 - Oct 15","Oct 18 - Oct 25","Oct 22 - Oct 23","Oct 28 - Nov 02"],"id":"col-maint-dates","label":"Scheduled Window","type":"string"},{"component":"Col","data":["-500 MW Interconnector","No Grid Impact (Standby Asset)","-200 MW Grid Transfer Limit","-150 MW Local Generation"],"id":"col-maint-impact","label":"Capacity Impact","type":"string"},{"children":["curtail-item","alerts-item"],"component":"Tabs","id":"action-tabs","items":["tab-curtailment","tab-live-alerts"]},{"component":"TabItem","content":["curtail-card"],"id":"curtail-item","trigger":"Order Load Curtailment","value":"curtailment"},{"children":["curtail-form"],"component":"Card","direction":"column","gap":"m","id":"curtail-card","variant":"card"},{"children":["curtail-buttons"],"component":"Form","fields":["curtail-reg-fc","curtail-amount-fc","curtail-type-fc","curtail-reason-fc"],"id":"curtail-form","name":"curtailmentForm"},{"children":["curtail-reg-select"],"component":"FormControl","hint":"Select target distribution zone","id":"curtail-reg-fc","label":"Target Zone / Region"},{"children":["curtail-reg-all","curtail-reg-e","curtail-reg-s","curtail-reg-n","curtail-reg-w"],"component":"Select","id":"curtail-reg-select","items":["curtail-reg-e","curtail-reg-s","curtail-reg-n","curtail-reg-w","curtail-reg-all"],"name":"curtailRegion","placeholder":"Select grid zone...","value":"east"},{"component":"SelectItem","id":"curtail-reg-e","label":"Region East (High Stress)","value":"east"},{"component":"SelectItem","id":"curtail-reg-s","label":"Region South","value":"south"},{"component":"SelectItem","id":"curtail-reg-n","label":"Region North","value":"north"},{"component":"SelectItem","id":"curtail-reg-w","label":"Region West","value":"west"},{"component":"SelectItem","id":"curtail-reg-all","label":"System Wide (Emergency)","value":"all"},{"children":["curtail-slider"],"component":"FormControl","hint":"Specify required reduction in Megawatts","id":"curtail-amount-fc","label":"Target Curtailment Amount (MW)"},{"component":"Slider","defaultValue":[250],"id":"curtail-slider","label":"Megawatts","max":1000,"min":50,"name":"curtailMW","step":25,"variant":"discrete"},{"children":["curtail-radio"],"component":"FormControl","hint":"Protocol protocol level to apply","id":"curtail-type-fc","label":"Curtailment Protocol Type"},{"children":["opt-ind","opt-res","opt-batt"],"component":"RadioGroup","defaultValue":"industrial","id":"curtail-radio","items":["opt-ind","opt-res","opt-batt"],"name":"curtailType"},{"component":"RadioItem","description":"Shed heavy industrial loads per interruptible contracts","id":"opt-ind","label":"Interruptible Industrial Load Shedding","value":"industrial"},{"component":"RadioItem","description":"Signal demand response aggregator networks & smart meters","id":"opt-res","label":"Demand Response / Commercial HVAC Reduction","value":"response"},{"component":"RadioItem","description":"Force grid storage injection mode to absorb excess","id":"opt-batt","label":"Renewable Generation Export Limit","value":"renewable"},{"children":["curtail-reason-input"],"component":"FormControl","hint":"Logged in central dispatch dispatch log","id":"curtail-reason-fc","label":"Operator Dispatch Rationale"},{"component":"Input","id":"curtail-reason-input","name":"curtailReason","placeholder":"e.g., Regional line overload prevent thermal trip","type":"text"},{"children":["btn-issue-curtail","btn-cancel"],"component":"Buttons","direction":"row","id":"curtail-buttons"},{"action":["submitCurtailment"],"component":"Button","id":"btn-issue-curtail","label":"Execute Curtailment Order","type":"destructive","variant":"primary"},{"component":"Button","id":"btn-cancel","label":"Reset Form","variant":"tertiary"},{"component":"TabItem","content":["alerts-card"],"id":"alerts-item","trigger":"Live Alerts Feed","value":"alerts"},{"children":["alerts-head","alerts-list"],"component":"Card","direction":"column","gap":"m","id":"alerts-card","variant":"card"},{"component":"CardHeader","id":"alerts-head","subtitle":"Real-time SCADA and telemetry events streaming from sub-stations","title":"System Event & Alarm Log"},{"children":["alt-1","alt-2","alt-3","alt-4"],"component":"ListBlock","id":"alerts-list","variant":"number"},{"actionLabel":"Acknowledge","id":"alt-1","subtitle":"10:42:15 UTC - Region East Sub-station 4 Transfomer 4 temp > 85°C","title":"CRITICAL: High Transformer Temperature (Region East)"},{"actionLabel":"Investigate","id":"alt-2","subtitle":"10:39:02 UTC - Frequency dropped to 49.82 Hz (Threshold: 49.80 Hz)","title":"WARNING: System Frequency Transient"},{"actionLabel":"Dismiss","id":"alt-3","subtitle":"10:31:40 UTC - Hornsea Offshore Wind output ramped +450 MW in 15 mins","title":"INFO: Rapid Generation Ramp Up (Region East)"},{"actionLabel":"Dismiss","id":"alt-4","subtitle":"10:15:00 UTC - Scheduled sync of Battersea BESS Unit 2 complete","title":"INFO: Grid Sync Success (Battersea Storage)"},{"children":["f1","f2","f3"],"component":"FollowUpBlock","id":"followups"},{"component":"FollowUpItem","id":"f1","text":"Dispatch quick-start Gas Peaker in Region East"},{"component":"FollowUpItem","id":"f2","text":"Export detailed system telemetry report"},{"component":"FollowUpItem","id":"f3","text":"Initiate Demand Response Stage 1 protocol"}],"surfaceId":"power-network-console"}}
+</a2ui-json>
+
+### Features Covered:
+1. **Current Electricity Load**: Highlighted in the top summary card (`38,450 MW`).
+2. **Capacity Headroom**: Progress indicator displaying `85.4%` utilization against the 45.0 GW maximum threshold.
+3. **Generation Split by Source**: Donut chart detailing Wind/Solar, Nuclear, Gas, Hydro, Storage, and Coal/Biomass.
+4. **Plant Output & Status**: Detailed interactive table displaying every plant's real-time megawatt output, total capacity, and status.
+5. **Outages with Affected Region**: Active grid outages table with incident cause, affected customer count, and ETA.
+6. **24-Hour Demand Forecast**: Natural line chart comparing predicted load against grid capacity over time.
+7. **Current Price**: Real-time electricity spot price display ($64.20 / MWh).
+8. **Planned Maintenance**: Dedicated tab displaying upcoming monthly equipment servicing, windows, and MW capacity impacts.
+9. **Live Alerts**: Alarm feed displaying critical, warning, and informational SCADA events with quick actions.
+10. **Regional Focus Control**: Header selector enabling operators to filter grid telemetry by specific regional zones.
+11. **Order Curtailment Action**: Form to select target region, curtailment volume (MW), protocol type, and submit dispatch commands.
+12. **Emissions Today**: Live tally card tracking carbon emissions (142,800 tCO₂e) and current carbon intensity.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..cd8e7ad22
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r1.txt
@@ -0,0 +1,957 @@
+Here is the daily store manager console displaying all required operational metrics, inventory statuses, register management, and reorder controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-manager-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "RetailOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-manager-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "traffic-sales-section",
+            "registers-promos-section",
+            "inventory-reorder-section",
+            "team-section",
+            "followup-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "store-selector-form"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-title",
+            "store-badge"
+          ]
+        },
+        {
+          "id": "main-title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Store Manager Daily Console"
+        },
+        {
+          "id": "store-badge",
+          "component": "Badge",
+          "text": "Location #104 - Downtown Flagship",
+          "variant": "secondary"
+        },
+        {
+          "id": "store-selector-form",
+          "component": "Form",
+          "name": "selectStoreForm",
+          "fields": [
+            "store-select-control"
+          ],
+          "buttons": "store-select-btn-group"
+        },
+        {
+          "id": "store-select-control",
+          "component": "FormControl",
+          "label": "View Different Store",
+          "input": "store-select-dropdown"
+        },
+        {
+          "id": "store-select-dropdown",
+          "component": "Select",
+          "name": "selectedStore",
+          "placeholder": "Select Store Location",
+          "items": [
+            "store-opt-104",
+            "store-opt-108",
+            "store-opt-112",
+            "store-opt-201"
+          ]
+        },
+        {
+          "id": "store-opt-104",
+          "component": "SelectItem",
+          "value": "104",
+          "label": "#104 - Downtown Flagship"
+        },
+        {
+          "id": "store-opt-108",
+          "component": "SelectItem",
+          "value": "108",
+          "label": "#108 - Westside Mall"
+        },
+        {
+          "id": "store-opt-112",
+          "component": "SelectItem",
+          "value": "112",
+          "label": "#112 - Northside Center"
+        },
+        {
+          "id": "store-opt-201",
+          "component": "SelectItem",
+          "value": "201",
+          "label": "#201 - Metro Plaza"
+        },
+        {
+          "id": "store-select-btn-group",
+          "component": "Buttons",
+          "buttons": [
+            "switch-store-btn"
+          ]
+        },
+        {
+          "id": "switch-store-btn",
+          "component": "Button",
+          "label": "Switch Store",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "sales-kpi-card",
+            "basket-kpi-card",
+            "returns-kpi-card"
+          ]
+        },
+        {
+          "id": "sales-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "sales-kpi-header",
+            "sales-kpi-val",
+            "sales-kpi-progress",
+            "sales-kpi-sub"
+          ]
+        },
+        {
+          "id": "sales-kpi-header",
+          "component": "CardHeader",
+          "title": "Today's Sales vs Target",
+          "subtitle": "Daily revenue progress"
+        },
+        {
+          "id": "sales-kpi-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$14,250 / $18,000"
+        },
+        {
+          "id": "sales-kpi-progress",
+          "component": "Progress",
+          "value": 79,
+          "label": "79.2% of target reached"
+        },
+        {
+          "id": "sales-kpi-sub",
+          "component": "TextContent",
+          "text": "Remaining target: $3,750 with 4 store hours left.",
+          "size": "small"
+        },
+        {
+          "id": "basket-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "basket-kpi-header",
+            "basket-kpi-val",
+            "basket-kpi-badge",
+            "basket-kpi-sub"
+          ]
+        },
+        {
+          "id": "basket-kpi-header",
+          "component": "CardHeader",
+          "title": "Average Basket Size",
+          "subtitle": "Spend per transaction"
+        },
+        {
+          "id": "basket-kpi-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$68.40"
+        },
+        {
+          "id": "basket-kpi-badge",
+          "component": "Badge",
+          "text": "+$4.20 vs Target ($64.20)",
+          "variant": "default"
+        },
+        {
+          "id": "basket-kpi-sub",
+          "component": "TextContent",
+          "text": "Avg 3.4 items per transaction today.",
+          "size": "small"
+        },
+        {
+          "id": "returns-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "returns-kpi-header",
+            "returns-kpi-val",
+            "returns-kpi-badge",
+            "returns-kpi-sub"
+          ]
+        },
+        {
+          "id": "returns-kpi-header",
+          "component": "CardHeader",
+          "title": "Returns This Week",
+          "subtitle": "7-day return volume"
+        },
+        {
+          "id": "returns-kpi-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "42 items ($1,840)"
+        },
+        {
+          "id": "returns-kpi-badge",
+          "component": "Badge",
+          "text": "1.8% Return Rate",
+          "variant": "secondary"
+        },
+        {
+          "id": "returns-kpi-sub",
+          "component": "TextContent",
+          "text": "Down 0.4% from last week's rate (2.2%).",
+          "size": "small"
+        },
+        {
+          "id": "traffic-sales-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "traffic-chart-card",
+            "weekly-comp-card"
+          ]
+        },
+        {
+          "id": "traffic-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "traffic-chart-header",
+            "foot-traffic-chart"
+          ]
+        },
+        {
+          "id": "traffic-chart-header",
+          "component": "CardHeader",
+          "title": "Foot Traffic Through the Day",
+          "subtitle": "Hourly visitor count (8:00 AM - 6:00 PM)"
+        },
+        {
+          "id": "foot-traffic-chart",
+          "component": "BarChart",
+          "xLabel": "Hour of Day",
+          "yLabel": "Visitors",
+          "labels": [
+            "8 AM",
+            "9 AM",
+            "10 AM",
+            "11 AM",
+            "12 PM",
+            "1 PM",
+            "2 PM",
+            "3 PM",
+            "4 PM",
+            "5 PM"
+          ],
+          "series": [
+            "traffic-series"
+          ]
+        },
+        {
+          "id": "traffic-series",
+          "component": "Series",
+          "category": "Foot Traffic",
+          "values": [
+            45,
+            82,
+            140,
+            210,
+            380,
+            340,
+            260,
+            290,
+            315,
+            205
+          ]
+        },
+        {
+          "id": "weekly-comp-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "weekly-comp-header",
+            "weekly-comp-chart"
+          ]
+        },
+        {
+          "id": "weekly-comp-header",
+          "component": "CardHeader",
+          "title": "This Week vs Last Week Sales",
+          "subtitle": "Daily revenue comparison ($)"
+        },
+        {
+          "id": "weekly-comp-chart",
+          "component": "LineChart",
+          "xLabel": "Day",
+          "yLabel": "Sales ($)",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "series": [
+            "this-week-series",
+            "last-week-series"
+          ]
+        },
+        {
+          "id": "this-week-series",
+          "component": "Series",
+          "category": "This Week",
+          "values": [
+            12400,
+            13100,
+            15200,
+            14250,
+            0,
+            0,
+            0
+          ]
+        },
+        {
+          "id": "last-week-series",
+          "component": "Series",
+          "category": "Last Week",
+          "values": [
+            11800,
+            12500,
+            13900,
+            13800,
+            17500,
+            21000,
+            16200
+          ]
+        },
+        {
+          "id": "registers-promos-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "registers-card",
+            "promotions-card"
+          ]
+        },
+        {
+          "id": "registers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "registers-header",
+            "registers-table"
+          ]
+        },
+        {
+          "id": "registers-header",
+          "component": "CardHeader",
+          "title": "Register Status",
+          "subtitle": "Live status across all 5 store checkout terminals"
+        },
+        {
+          "id": "registers-table",
+          "component": "Table",
+          "columns": [
+            "reg-col-name",
+            "reg-col-status",
+            "reg-col-cashier",
+            "reg-col-txns"
+          ]
+        },
+        {
+          "id": "reg-col-name",
+          "component": "Col",
+          "label": "Terminal",
+          "type": "string",
+          "data": [
+            "Register #1 (Express)",
+            "Register #2",
+            "Register #3",
+            "Register #4",
+            "Register #5 (Customer Service)"
+          ]
+        },
+        {
+          "id": "reg-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Open",
+            "Open",
+            "Open",
+            "Closed",
+            "Open"
+          ]
+        },
+        {
+          "id": "reg-col-cashier",
+          "component": "Col",
+          "label": "Assigned Cashier",
+          "type": "string",
+          "data": [
+            "Alex Rivera",
+            "Taylor Kim",
+            "Jordan Smith",
+            "Unassigned",
+            "Morgan Lee"
+          ]
+        },
+        {
+          "id": "reg-col-txns",
+          "component": "Col",
+          "label": "Today's Txns",
+          "type": "number",
+          "data": [
+            84,
+            62,
+            55,
+            0,
+            28
+          ]
+        },
+        {
+          "id": "promotions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "promos-header",
+            "promos-table"
+          ]
+        },
+        {
+          "id": "promos-header",
+          "component": "CardHeader",
+          "title": "Active Running Promotions",
+          "subtitle": "Performance & conversion metrics"
+        },
+        {
+          "id": "promos-table",
+          "component": "Table",
+          "columns": [
+            "promo-col-name",
+            "promo-col-type",
+            "promo-col-uses",
+            "promo-col-rev"
+          ]
+        },
+        {
+          "id": "promo-col-name",
+          "component": "Col",
+          "label": "Promotion Name",
+          "type": "string",
+          "data": [
+            "Spring Fashion BOGO 50%",
+            "Coffee Bar Loyalty Double Pts",
+            "Clearance Tech Accessories 20%",
+            "Weekend Doorbuster Coupon"
+          ]
+        },
+        {
+          "id": "promo-col-type",
+          "component": "Col",
+          "label": "Discount",
+          "type": "string",
+          "data": [
+            "Buy 1 Get 1 50% Off",
+            "2x Points",
+            "20% Off Tagged",
+            "$10 off $50+"
+          ]
+        },
+        {
+          "id": "promo-col-uses",
+          "component": "Col",
+          "label": "Redemptions Today",
+          "type": "number",
+          "data": [
+            142,
+            98,
+            64,
+            31
+          ]
+        },
+        {
+          "id": "promo-col-rev",
+          "component": "Col",
+          "label": "Attributed Rev ($)",
+          "type": "number",
+          "data": [
+            4280,
+            1120,
+            1850,
+            1550
+          ]
+        },
+        {
+          "id": "inventory-reorder-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "bestsellers-card",
+            "stockouts-reorder-card"
+          ]
+        },
+        {
+          "id": "bestsellers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "bestsellers-header",
+            "bestsellers-table"
+          ]
+        },
+        {
+          "id": "bestsellers-header",
+          "component": "CardHeader",
+          "title": "Best Sellers Today",
+          "subtitle": "Top 5 performing SKUs by units sold"
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": [
+            "bs-col-sku",
+            "bs-col-item",
+            "bs-col-units",
+            "bs-col-stock"
+          ]
+        },
+        {
+          "id": "bs-col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": [
+            "SKU-8821",
+            "SKU-4402",
+            "SKU-1093",
+            "SKU-7734",
+            "SKU-3112"
+          ]
+        },
+        {
+          "id": "bs-col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": [
+            "Organic Dark Roast Whole Bean Coffee 12oz",
+            "Stainless Steel Travel Mug 20oz",
+            "Unisex Crewneck Cotton Tee - L",
+            "Wireless Noise-Canceling Earbuds",
+            "Artisan Sea Salt Potato Chips 6oz"
+          ]
+        },
+        {
+          "id": "bs-col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [
+            114,
+            88,
+            76,
+            54,
+            49
+          ]
+        },
+        {
+          "id": "bs-col-stock",
+          "component": "Col",
+          "label": "Stock Left",
+          "type": "number",
+          "data": [
+            42,
+            18,
+            65,
+            12,
+            130
+          ]
+        },
+        {
+          "id": "stockouts-reorder-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "stockouts-header",
+            "stockout-alert",
+            "reorder-dialog-block",
+            "stockouts-table"
+          ]
+        },
+        {
+          "id": "stockouts-header",
+          "component": "CardHeader",
+          "title": "Items Out of Stock & Quick Reorder",
+          "subtitle": "Depleted inventory requiring replenishment"
+        },
+        {
+          "id": "stockout-alert",
+          "component": "Alert",
+          "title": "4 High-Demand Items Out of Stock",
+          "description": "Immediate reorder recommended to prevent lost revenue during weekend peak.",
+          "variant": "destructive"
+        },
+        {
+          "id": "reorder-dialog-block",
+          "component": "DialogBlock",
+          "triggerLabel": "Open Quick Inventory Reorder Form",
+          "triggerVariant": "default",
+          "title": "Place Urgent Inventory Reorder",
+          "description": "Submit a quick reorder purchase order to the central warehouse.",
+          "content": [
+            "reorder-form"
+          ]
+        },
+        {
+          "id": "reorder-form",
+          "component": "Form",
+          "name": "quickReorderForm",
+          "fields": [
+            "reorder-sku-control",
+            "reorder-qty-control",
+            "reorder-priority-control"
+          ],
+          "buttons": "reorder-submit-buttons"
+        },
+        {
+          "id": "reorder-sku-control",
+          "component": "FormControl",
+          "label": "Select Out of Stock Item",
+          "input": "reorder-sku-select"
+        },
+        {
+          "id": "reorder-sku-select",
+          "component": "Select",
+          "name": "reorderSku",
+          "placeholder": "Choose SKU to reorder",
+          "items": [
+            "sku-opt-1",
+            "sku-opt-2",
+            "sku-opt-3",
+            "sku-opt-4"
+          ]
+        },
+        {
+          "id": "sku-opt-1",
+          "component": "SelectItem",
+          "value": "SKU-9901",
+          "label": "SKU-9901: Oat Milk 32oz Box (Out since 10:15 AM)"
+        },
+        {
+          "id": "sku-opt-2",
+          "component": "SelectItem",
+          "value": "SKU-3022",
+          "label": "SKU-3022: Eco Denim Jacket Medium (Out since 12:30 PM)"
+        },
+        {
+          "id": "sku-opt-3",
+          "component": "SelectItem",
+          "value": "SKU-5541",
+          "label": "SKU-5541: USB-C Fast Charger Cable 6ft (Out since yesterday)"
+        },
+        {
+          "id": "sku-opt-4",
+          "component": "SelectItem",
+          "value": "SKU-1204",
+          "label": "SKU-1204: Sparkling Water 12-Pack Lime (Out since 2:00 PM)"
+        },
+        {
+          "id": "reorder-qty-control",
+          "component": "FormControl",
+          "label": "Reorder Quantity (Units)",
+          "input": "reorder-qty-input"
+        },
+        {
+          "id": "reorder-qty-input",
+          "component": "Input",
+          "name": "reorderQuantity",
+          "type": "number",
+          "placeholder": "e.g. 50",
+          "value": "50"
+        },
+        {
+          "id": "reorder-priority-control",
+          "component": "FormControl",
+          "label": "Shipping Priority",
+          "input": "reorder-priority-select"
+        },
+        {
+          "id": "reorder-priority-select",
+          "component": "Select",
+          "name": "reorderPriority",
+          "placeholder": "Select Priority",
+          "items": [
+            "priority-overnight",
+            "priority-standard"
+          ]
+        },
+        {
+          "id": "priority-overnight",
+          "component": "SelectItem",
+          "value": "overnight",
+          "label": "Overnight Express (Arrives tomorrow 8 AM)"
+        },
+        {
+          "id": "priority-standard",
+          "component": "SelectItem",
+          "value": "standard",
+          "label": "Standard Warehouse Transfer (2 Business Days)"
+        },
+        {
+          "id": "reorder-submit-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "submit-reorder-btn"
+          ]
+        },
+        {
+          "id": "submit-reorder-btn",
+          "component": "Button",
+          "label": "Submit Purchase Order",
+          "variant": "primary"
+        },
+        {
+          "id": "stockouts-table",
+          "component": "Table",
+          "columns": [
+            "so-col-sku",
+            "so-col-item",
+            "so-col-category",
+            "so-col-since"
+          ]
+        },
+        {
+          "id": "so-col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": [
+            "SKU-9901",
+            "SKU-3022",
+            "SKU-5541",
+            "SKU-1204"
+          ]
+        },
+        {
+          "id": "so-col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": [
+            "Oat Milk 32oz Box",
+            "Eco Denim Jacket Medium",
+            "USB-C Fast Charger Cable 6ft",
+            "Sparkling Water 12-Pack Lime"
+          ]
+        },
+        {
+          "id": "so-col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Grocery",
+            "Apparel",
+            "Electronics",
+            "Beverages"
+          ]
+        },
+        {
+          "id": "so-col-since",
+          "component": "Col",
+          "label": "Stockout Time",
+          "type": "string",
+          "data": [
+            "Today 10:15 AM",
+            "Today 12:30 PM",
+            "Yesterday",
+            "Today 2:00 PM"
+          ]
+        },
+        {
+          "id": "team-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "team-header",
+            "team-list"
+          ]
+        },
+        {
+          "id": "team-header",
+          "component": "CardHeader",
+          "title": "Who is On Shift Today",
+          "subtitle": "Current staff roster and shift schedules"
+        },
+        {
+          "id": "team-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "staff-item-1",
+            "staff-item-2",
+            "staff-item-3",
+            "staff-item-4",
+            "staff-item-5",
+            "staff-item-6"
+          ]
+        },
+        {
+          "id": "staff-item-1",
+          "component": "ListItem",
+          "title": "Alex Rivera - Shift Supervisor",
+          "subtitle": "Register #1 | Shift: 7:30 AM - 4:00 PM (On Floor)",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-2",
+          "component": "ListItem",
+          "title": "Taylor Kim - Senior Cashier",
+          "subtitle": "Register #2 | Shift: 8:00 AM - 4:30 PM (On Floor)",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-3",
+          "component": "ListItem",
+          "title": "Jordan Smith - Cashier",
+          "subtitle": "Register #3 | Shift: 10:00 AM - 6:30 PM (On Floor)",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-4",
+          "component": "ListItem",
+          "title": "Morgan Lee - Customer Experience Specialist",
+          "subtitle": "Register #5 (CS Desk) | Shift: 9:00 AM - 5:30 PM (On Floor)",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-5",
+          "component": "ListItem",
+          "title": "Chris Patel - Inventory Specialist",
+          "subtitle": "Stockroom / Receiving | Shift: 6:00 AM - 2:30 PM (On Break)",
+          "actionLabel": "On Break"
+        },
+        {
+          "id": "staff-item-6",
+          "component": "ListItem",
+          "title": "Sam Vance - Sales Associate",
+          "subtitle": "Floor / Fitting Rooms | Shift: 1:00 PM - 9:30 PM (On Floor)",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "followup-section",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Generate end-of-day store summary report"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "View hourly register cash audit details"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Adjust shift coverage for upcoming weekend"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..850c62efc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r2.txt
@@ -0,0 +1,644 @@
+Here is a comprehensive daily store manager dashboard covering all 12 specified requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-manager-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Retail Operations Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-manager-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "tabs-section"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header-info",
+            "store-selector-control"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Daily Store Operations Console"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time performance monitoring & store management • Today's Shift"
+        },
+        {
+          "id": "store-selector-control",
+          "component": "FormControl",
+          "label": "Select Location (Item 11)",
+          "input": "store-select"
+        },
+        {
+          "id": "store-select",
+          "component": "Select",
+          "name": "storeLocation",
+          "value": "store-104",
+          "placeholder": "Choose Store",
+          "items": [
+            "store-opt-104",
+            "store-opt-108",
+            "store-opt-201"
+          ]
+        },
+        {
+          "id": "store-opt-104",
+          "component": "SelectItem",
+          "value": "store-104",
+          "label": "Store #104 - Downtown Flagship"
+        },
+        {
+          "id": "store-opt-108",
+          "component": "SelectItem",
+          "value": "store-108",
+          "label": "Store #108 - Westside Mall"
+        },
+        {
+          "id": "store-opt-201",
+          "component": "SelectItem",
+          "value": "store-201",
+          "label": "Store #201 - Northside Plaza"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "sales-kpi-card",
+            "basket-kpi-card",
+            "returns-kpi-card"
+          ]
+        },
+        {
+          "id": "sales-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "sales-kpi-header",
+            "sales-progress",
+            "sales-details"
+          ]
+        },
+        {
+          "id": "sales-kpi-header",
+          "component": "CardHeader",
+          "title": "1. Sales Today vs Target",
+          "subtitle": "$14,250 / $18,000 Target"
+        },
+        {
+          "id": "sales-progress",
+          "component": "Progress",
+          "value": 79,
+          "label": "79% of Daily Goal Reached"
+        },
+        {
+          "id": "sales-details",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Pacing +5% ahead of average weekday peak hours."
+        },
+        {
+          "id": "basket-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "basket-kpi-header",
+            "basket-value",
+            "basket-details"
+          ]
+        },
+        {
+          "id": "basket-kpi-header",
+          "component": "CardHeader",
+          "title": "6. Average Basket Size",
+          "subtitle": "$64.80 per Transaction"
+        },
+        {
+          "id": "basket-value",
+          "component": "Tag",
+          "text": "+$4.20 vs Target ($60.60)",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "basket-details",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Avg 3.4 items per unit ticket today."
+        },
+        {
+          "id": "returns-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "returns-kpi-header",
+            "returns-value",
+            "returns-details"
+          ]
+        },
+        {
+          "id": "returns-kpi-header",
+          "component": "CardHeader",
+          "title": "7. Returns This Week",
+          "subtitle": "42 Total Returns"
+        },
+        {
+          "id": "returns-value",
+          "component": "Tag",
+          "text": "$1,840 Total Refunded",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "returns-details",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Return rate sitting at 2.1% of overall weekly volume."
+        },
+        {
+          "id": "tabs-section",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-inventory",
+            "tab-ops"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Traffic & Performance",
+          "content": [
+            "traffic-card",
+            "comparison-card",
+            "promo-card"
+          ]
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "traffic-header",
+            "traffic-chart"
+          ]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "2. Hourly Foot Traffic (Today)",
+          "subtitle": "Hourly store entrance sensor counts (8 AM - 6 PM)"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "LineChart",
+          "xLabel": "Hour of Day",
+          "yLabel": "Visitors",
+          "variant": "natural",
+          "labels": ["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM"],
+          "series": [
+            "traffic-series-data"
+          ]
+        },
+        {
+          "id": "traffic-series-data",
+          "component": "Series",
+          "category": "Foot Traffic",
+          "values": [45, 110, 230, 380, 520, 490, 310, 280, 410, 580, 340]
+        },
+        {
+          "id": "comparison-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comp-header",
+            "comp-chart"
+          ]
+        },
+        {
+          "id": "comp-header",
+          "component": "CardHeader",
+          "title": "12. Weekly Performance Comparison",
+          "subtitle": "Comparing daily revenue: This Week vs Last Week ($ USD)"
+        },
+        {
+          "id": "comp-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Revenue ($)",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": [
+            "series-this-week",
+            "series-last-week"
+          ]
+        },
+        {
+          "id": "series-this-week",
+          "component": "Series",
+          "category": "This Week",
+          "values": [12400, 14100, 13800, 15200, 18900, 22400, 14250]
+        },
+        {
+          "id": "series-last-week",
+          "component": "Series",
+          "category": "Last Week",
+          "values": [11800, 13200, 12900, 14500, 17800, 21000, 16500]
+        },
+        {
+          "id": "promo-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "promo-header",
+            "promo-table"
+          ]
+        },
+        {
+          "id": "promo-header",
+          "component": "CardHeader",
+          "title": "8. Running Promotions",
+          "subtitle": "Active marketing campaign performance"
+        },
+        {
+          "id": "promo-table",
+          "component": "Table",
+          "columns": [
+            "col-promo-name",
+            "col-promo-disc",
+            "col-promo-redemptions",
+            "col-promo-rev"
+          ]
+        },
+        {
+          "id": "col-promo-name",
+          "component": "Col",
+          "label": "Promotion Campaign",
+          "type": "string",
+          "data": ["Summer Clearance BOGO", "Loyalty Double Points", "Footwear 20% Off Flash"]
+        },
+        {
+          "id": "col-promo-disc",
+          "component": "Col",
+          "label": "Discount",
+          "type": "string",
+          "data": ["Buy 1 Get 1 50%", "2x Points", "20% Off Select"]
+        },
+        {
+          "id": "col-promo-redemptions",
+          "component": "Col",
+          "label": "Redemptions Today",
+          "type": "number",
+          "data": [142, 89, 54]
+        },
+        {
+          "id": "col-promo-rev",
+          "component": "Col",
+          "label": "Attributed Revenue",
+          "type": "string",
+          "data": ["$4,260", "$3,110", "$1,890"]
+        },
+        {
+          "id": "tab-inventory",
+          "component": "TabItem",
+          "value": "inventory",
+          "trigger": "Inventory & Reorder",
+          "content": [
+            "bestsellers-card",
+            "stockout-reorder-card"
+          ]
+        },
+        {
+          "id": "bestsellers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bestsellers-header",
+            "bestsellers-chart"
+          ]
+        },
+        {
+          "id": "bestsellers-header",
+          "component": "CardHeader",
+          "title": "3. Best Sellers Today",
+          "subtitle": "Top performing SKUs by units sold"
+        },
+        {
+          "id": "bestsellers-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Units Sold",
+          "yLabel": "Product",
+          "labels": [
+            "Organic Cold Brew 12oz",
+            "Classic Cotton Crew Tee - L",
+            "Trailhead Running Shoes",
+            "Stainless Water Bottle 32oz",
+            "Artisan Dark Chocolate Bar"
+          ],
+          "series": [
+            "series-bestseller-units"
+          ]
+        },
+        {
+          "id": "series-bestseller-units",
+          "component": "Series",
+          "category": "Units Sold",
+          "values": [148, 112, 84, 76, 65]
+        },
+        {
+          "id": "stockout-reorder-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "stockout-header",
+            "stockout-callout",
+            "reorder-form"
+          ]
+        },
+        {
+          "id": "stockout-header",
+          "component": "CardHeader",
+          "title": "4 & 10. Items Out of Stock & Quick Reorder",
+          "subtitle": "Identify stockouts and directly submit inventory replenishments"
+        },
+        {
+          "id": "stockout-callout",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "Critical Stockouts (4 Items)",
+          "description": "The following high-demand items are currently at 0 floor stock: Denim Jacket (M), Oat Milk 1L, Wireless Earbuds v2, Energy Bar Peanut Butter."
+        },
+        {
+          "id": "reorder-form",
+          "component": "Form",
+          "name": "quickReorderForm",
+          "fields": [
+            "reorder-item-control",
+            "reorder-qty-control"
+          ],
+          "buttons": "reorder-form-buttons"
+        },
+        {
+          "id": "reorder-item-control",
+          "component": "FormControl",
+          "label": "10. Select Item to Reorder",
+          "hint": "Out of stock items prioritized",
+          "input": "reorder-select"
+        },
+        {
+          "id": "reorder-select",
+          "component": "Select",
+          "name": "reorderSKU",
+          "placeholder": "Choose Stockout Item...",
+          "items": [
+            "item-opt-1",
+            "item-opt-2",
+            "item-opt-3",
+            "item-opt-4"
+          ]
+        },
+        {
+          "id": "item-opt-1",
+          "component": "SelectItem",
+          "value": "SKU-8821",
+          "label": "Denim Jacket (M) - 0 in stock"
+        },
+        {
+          "id": "item-opt-2",
+          "component": "SelectItem",
+          "value": "SKU-1049",
+          "label": "Oat Milk 1L - 0 in stock"
+        },
+        {
+          "id": "item-opt-3",
+          "component": "SelectItem",
+          "value": "SKU-3302",
+          "label": "Wireless Earbuds v2 - 0 in stock"
+        },
+        {
+          "id": "item-opt-4",
+          "component": "SelectItem",
+          "value": "SKU-5519",
+          "label": "Energy Bar Peanut Butter - 0 in stock"
+        },
+        {
+          "id": "reorder-qty-control",
+          "component": "FormControl",
+          "label": "Reorder Quantity (Units)",
+          "input": "reorder-qty-input"
+        },
+        {
+          "id": "reorder-qty-input",
+          "component": "Input",
+          "name": "reorderQuantity",
+          "type": "number",
+          "placeholder": "e.g. 50",
+          "value": "50"
+        },
+        {
+          "id": "reorder-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "reorder-submit-btn"
+          ]
+        },
+        {
+          "id": "reorder-submit-btn",
+          "component": "Button",
+          "label": "Place Reorder Request",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-ops",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "Staff & Registers",
+          "content": [
+            "registers-card",
+            "staff-card"
+          ]
+        },
+        {
+          "id": "registers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "registers-header",
+            "registers-table"
+          ]
+        },
+        {
+          "id": "registers-header",
+          "component": "CardHeader",
+          "title": "9. Register Status",
+          "subtitle": "Live status across all checkout terminals"
+        },
+        {
+          "id": "registers-table",
+          "component": "Table",
+          "columns": [
+            "col-reg-id",
+            "col-reg-status",
+            "col-reg-cashier",
+            "col-reg-txns"
+          ]
+        },
+        {
+          "id": "col-reg-id",
+          "component": "Col",
+          "label": "Register Terminal",
+          "type": "string",
+          "data": ["Register #1 (Main)", "Register #2 (Express)", "Register #3 (Main)", "Register #4 (Customer Service)", "Self-Checkout A"]
+        },
+        {
+          "id": "col-reg-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["OPEN", "OPEN", "CLOSED", "OPEN", "OPEN"]
+        },
+        {
+          "id": "col-reg-cashier",
+          "component": "Col",
+          "label": "Assigned Cashier",
+          "type": "string",
+          "data": ["Sarah M.", "David K.", "Unassigned", "Elena R.", "Automated"]
+        },
+        {
+          "id": "col-reg-txns",
+          "component": "Col",
+          "label": "Txns Processed Today",
+          "type": "number",
+          "data": [84, 112, 0, 29, 145]
+        },
+        {
+          "id": "staff-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "staff-header",
+            "staff-list"
+          ]
+        },
+        {
+          "id": "staff-header",
+          "component": "CardHeader",
+          "title": "5. Roster - Who is On Shift Today",
+          "subtitle": "Active scheduled staff members for today's shift"
+        },
+        {
+          "id": "staff-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "staff-item-1",
+            "staff-item-2",
+            "staff-item-3",
+            "staff-item-4"
+          ]
+        },
+        {
+          "id": "staff-item-1",
+          "component": "ListItem",
+          "title": "Sarah Miller - Lead Cashier",
+          "subtitle": "Shift: 08:00 AM - 04:00 PM • Assigned: Register #1",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-2",
+          "component": "ListItem",
+          "title": "David Kim - Cashier",
+          "subtitle": "Shift: 09:00 AM - 05:00 PM • Assigned: Register #2 Express",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-3",
+          "component": "ListItem",
+          "title": "Elena Rostova - Customer Service / Desk",
+          "subtitle": "Shift: 10:00 AM - 06:00 PM • Assigned: Register #4",
+          "actionLabel": "Active"
+        },
+        {
+          "id": "staff-item-4",
+          "component": "ListItem",
+          "title": "Marcus Vance - Inventory & Floor Specialist",
+          "subtitle": "Shift: 07:00 AM - 03:30 PM • Stockroom & Floor Replenishment",
+          "actionLabel": "Active"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..f14227797
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r3.txt
@@ -0,0 +1,706 @@
+Here is the complete store manager's daily console UI, built to cover all 12 requested sections in a clean, comprehensive single-screen view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "store_manager_console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1D4ED8",
+      "agentDisplayName": "Retail Operations Assistant"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "store_manager_console",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "kpi_summary_card",
+          "sales_traffic_card",
+          "promotions_registers_card",
+          "inventory_card",
+          "team_followup_card"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "header_title_group",
+          "store_selector_group"
+        ]
+      },
+      {
+        "id": "header_title_group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "header_heading",
+          "header_subtext"
+        ]
+      },
+      {
+        "id": "header_heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Store Operations Daily Dashboard"
+      },
+      {
+        "id": "header_subtext",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Live metrics, active registers, inventory alerts, and shift schedules"
+      },
+      {
+        "id": "store_selector_group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "gap": "s",
+        "children": [
+          "store_select_label",
+          "store_select_dropdown"
+        ]
+      },
+      {
+        "id": "store_select_label",
+        "component": "Label",
+        "text": "Select Store Location:"
+      },
+      {
+        "id": "store_select_dropdown",
+        "component": "Select",
+        "name": "selected_store",
+        "value": "store_101",
+        "size": "medium",
+        "items": [
+          "store_opt_101",
+          "store_opt_102",
+          "store_opt_103",
+          "store_opt_104"
+        ]
+      },
+      {
+        "id": "store_opt_101",
+        "component": "SelectItem",
+        "value": "store_101",
+        "label": "Store #101 - Downtown Flagship"
+      },
+      {
+        "id": "store_opt_102",
+        "component": "SelectItem",
+        "value": "store_102",
+        "label": "Store #102 - Westside Mall"
+      },
+      {
+        "id": "store_opt_103",
+        "component": "SelectItem",
+        "value": "store_103",
+        "label": "Store #103 - North Metro"
+      },
+      {
+        "id": "store_opt_104",
+        "component": "SelectItem",
+        "value": "store_104",
+        "label": "Store #104 - Airport Plaza"
+      },
+      {
+        "id": "kpi_summary_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "kpi_header",
+          "kpi_row"
+        ]
+      },
+      {
+        "id": "kpi_header",
+        "component": "CardHeader",
+        "title": "Today's Core Performance Indicators",
+        "subtitle": "Real-time key metrics updated every 15 minutes"
+      },
+      {
+        "id": "kpi_row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi_sales",
+          "kpi_basket",
+          "kpi_returns"
+        ]
+      },
+      {
+        "id": "kpi_sales",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "kpi_sales_title",
+          "kpi_sales_val",
+          "kpi_sales_progress",
+          "kpi_sales_target_text"
+        ]
+      },
+      {
+        "id": "kpi_sales_title",
+        "component": "Label",
+        "text": "1. Daily Sales vs Target"
+      },
+      {
+        "id": "kpi_sales_val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$14,250"
+      },
+      {
+        "id": "kpi_sales_progress",
+        "component": "Progress",
+        "value": 83,
+        "label": "83% of Daily Goal"
+      },
+      {
+        "id": "kpi_sales_target_text",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Target: $17,000 | Pace: +4% vs average"
+      },
+      {
+        "id": "kpi_basket",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "kpi_basket_title",
+          "kpi_basket_val",
+          "kpi_basket_badge",
+          "kpi_basket_subtext"
+        ]
+      },
+      {
+        "id": "kpi_basket_title",
+        "component": "Label",
+        "text": "6. Average Basket Size"
+      },
+      {
+        "id": "kpi_basket_val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$48.20"
+      },
+      {
+        "id": "kpi_basket_badge",
+        "component": "Badge",
+        "text": "+$3.10 vs Target",
+        "variant": "default"
+      },
+      {
+        "id": "kpi_basket_subtext",
+        "component": "TextContent",
+        "size": "small",
+        "text": "3.4 items per transaction average"
+      },
+      {
+        "id": "kpi_returns",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "kpi_returns_title",
+          "kpi_returns_val",
+          "kpi_returns_badge",
+          "kpi_returns_subtext"
+        ]
+      },
+      {
+        "id": "kpi_returns_title",
+        "component": "Label",
+        "text": "7. Returns This Week"
+      },
+      {
+        "id": "kpi_returns_val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$1,420"
+      },
+      {
+        "id": "kpi_returns_badge",
+        "component": "Badge",
+        "text": "32 Total Items (1.8% of sales)",
+        "variant": "secondary"
+      },
+      {
+        "id": "kpi_returns_subtext",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Down 12% compared to last week"
+      },
+      {
+        "id": "sales_traffic_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "tabs_analytics"
+        ]
+      },
+      {
+        "id": "tabs_analytics",
+        "component": "Tabs",
+        "items": [
+          "tab_traffic",
+          "tab_weekly_comparison"
+        ]
+      },
+      {
+        "id": "tab_traffic",
+        "component": "TabItem",
+        "value": "foot_traffic",
+        "trigger": "2. Hourly Foot Traffic Today",
+        "content": [
+          "traffic_chart_header",
+          "traffic_bar_chart"
+        ]
+      },
+      {
+        "id": "traffic_chart_header",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Hourly visitor count from door sensors (Peak hour: 1:00 PM - 2:00 PM)"
+      },
+      {
+        "id": "traffic_bar_chart",
+        "component": "BarChart",
+        "labels": ["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM"],
+        "series": ["series_traffic"],
+        "variant": "grouped",
+        "xLabel": "Hour of Day",
+        "yLabel": "Visitors"
+      },
+      {
+        "id": "series_traffic",
+        "component": "Series",
+        "category": "Visitor Count",
+        "values": [45, 95, 180, 240, 310, 420, 380, 290, 260, 340, 210]
+      },
+      {
+        "id": "tab_weekly_comparison",
+        "component": "TabItem",
+        "value": "weekly_comp",
+        "trigger": "12. This Week vs Last Week",
+        "content": [
+          "weekly_chart_header",
+          "weekly_line_chart"
+        ]
+      },
+      {
+        "id": "weekly_chart_header",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Daily revenue trajectory ($) for current week vs prior week"
+      },
+      {
+        "id": "weekly_line_chart",
+        "component": "LineChart",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+        "series": ["series_this_week", "series_last_week"],
+        "variant": "natural",
+        "xLabel": "Day of Week",
+        "yLabel": "Sales ($)"
+      },
+      {
+        "id": "series_this_week",
+        "component": "Series",
+        "category": "This Week",
+        "values": [12500, 13200, 14250, 0, 0, 0, 0]
+      },
+      {
+        "id": "series_last_week",
+        "component": "Series",
+        "category": "Last Week",
+        "values": [11800, 12900, 13500, 14100, 18200, 21500, 16800]
+      },
+      {
+        "id": "promotions_registers_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "promotions_section",
+          "registers_section"
+        ]
+      },
+      {
+        "id": "promotions_section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "promo_header",
+          "promo_table"
+        ]
+      },
+      {
+        "id": "promo_header",
+        "component": "CardHeader",
+        "title": "8. Active Running Promotions",
+        "subtitle": "Conversion and revenue generated per offer"
+      },
+      {
+        "id": "promo_table",
+        "component": "Table",
+        "columns": ["col_promo_name", "col_promo_redemptions", "col_promo_revenue", "col_promo_status"]
+      },
+      {
+        "id": "col_promo_name",
+        "component": "Col",
+        "label": "Promotion Campaign",
+        "type": "string",
+        "data": ["BOGO Organic Coffee", "Spring Denim 20% Off", "Loyalty Double Points"]
+      },
+      {
+        "id": "col_promo_redemptions",
+        "component": "Col",
+        "label": "Redemptions",
+        "type": "number",
+        "data": [142, 89, 215]
+      },
+      {
+        "id": "col_promo_revenue",
+        "component": "Col",
+        "label": "Sales Volume",
+        "type": "string",
+        "data": ["$1,136", "$4,450", "$6,880"]
+      },
+      {
+        "id": "col_promo_status",
+        "component": "Col",
+        "label": "Performance",
+        "type": "string",
+        "data": ["Above Target (+18%)", "On Track", "Exceeding Target (+32%)"]
+      },
+      {
+        "id": "registers_section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "registers_header",
+          "registers_list"
+        ]
+      },
+      {
+        "id": "registers_header",
+        "component": "CardHeader",
+        "title": "9. POS Register Status",
+        "subtitle": "Real-time register connectivity and active cashier assignment"
+      },
+      {
+        "id": "registers_list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["reg_1", "reg_2", "reg_3", "reg_4"]
+      },
+      {
+        "id": "reg_1",
+        "component": "ListItem",
+        "title": "Register 01 - Main Entrance (OPEN)",
+        "subtitle": "Assigned: Sarah Jenkins | Transactions Today: 124",
+        "actionLabel": "Active"
+      },
+      {
+        "id": "reg_2",
+        "component": "ListItem",
+        "title": "Register 02 - Central Express (OPEN)",
+        "subtitle": "Assigned: Michael Chang | Transactions Today: 142",
+        "actionLabel": "Active"
+      },
+      {
+        "id": "reg_3",
+        "component": "ListItem",
+        "title": "Register 03 - Customer Service (OPEN)",
+        "subtitle": "Assigned: Amanda Torres | Returns & Purchases: 68",
+        "actionLabel": "Active"
+      },
+      {
+        "id": "reg_4",
+        "component": "ListItem",
+        "title": "Register 04 - East Annex (CLOSED)",
+        "subtitle": "Standby mode | Available for peak overflow",
+        "actionLabel": "Offline"
+      },
+      {
+        "id": "inventory_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "inventory_header",
+          "inventory_grid"
+        ]
+      },
+      {
+        "id": "inventory_header",
+        "component": "CardHeader",
+        "title": "Product & Inventory Management",
+        "subtitle": "Best sellers list and immediate restock fulfillment"
+      },
+      {
+        "id": "inventory_grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "bestsellers_card",
+          "outofstock_reorder_card"
+        ]
+      },
+      {
+        "id": "bestsellers_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "bestsellers_title",
+          "bestsellers_table"
+        ]
+      },
+      {
+        "id": "bestsellers_title",
+        "component": "Label",
+        "text": "3. Top Selling Items Today"
+      },
+      {
+        "id": "bestsellers_table",
+        "component": "Table",
+        "columns": ["col_bs_item", "col_bs_units", "col_bs_rev"]
+      },
+      {
+        "id": "col_bs_item",
+        "component": "Col",
+        "label": "Product Name",
+        "type": "string",
+        "data": ["Artisan Whole Bean Blend 12oz", "Classic Denim Jacket - M", "Stainless Water Bottle 24oz", "Organic Cotton Tee - Black L"]
+      },
+      {
+        "id": "col_bs_units",
+        "component": "Col",
+        "label": "Units Sold",
+        "type": "number",
+        "data": [86, 54, 42, 39]
+      },
+      {
+        "id": "col_bs_rev",
+        "component": "Col",
+        "label": "Gross Revenue",
+        "type": "string",
+        "data": ["$1,204", "$3,240", "$1,050", "$1,170"]
+      },
+      {
+        "id": "outofstock_reorder_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "stock_title",
+          "stock_alert",
+          "reorder_form"
+        ]
+      },
+      {
+        "id": "stock_title",
+        "component": "Label",
+        "text": "4 & 10. Out of Stock Alert & Immediate Reorder"
+      },
+      {
+        "id": "stock_alert",
+        "component": "Alert",
+        "title": "2 Items Currently Out of Stock",
+        "description": "High demand items depleted during morning rush. Expedited reorder available.",
+        "variant": "warning"
+      },
+      {
+        "id": "reorder_form",
+        "component": "Form",
+        "name": "reorder_inventory_form",
+        "fields": ["fc_item_select", "fc_quantity"],
+        "buttons": "reorder_buttons"
+      },
+      {
+        "id": "fc_item_select",
+        "component": "FormControl",
+        "label": "Select Out-of-Stock Item to Reorder",
+        "hint": "Supplier lead time: 24-48 hours",
+        "input": "input_reorder_item"
+      },
+      {
+        "id": "input_reorder_item",
+        "component": "Select",
+        "name": "reorder_item_id",
+        "value": "item_oos_1",
+        "items": ["opt_oos_1", "opt_oos_2", "opt_oos_3"]
+      },
+      {
+        "id": "opt_oos_1",
+        "component": "SelectItem",
+        "value": "item_oos_1",
+        "label": "OOS: Cold Brew Concentrate 32oz (Stock: 0)"
+      },
+      {
+        "id": "opt_oos_2",
+        "component": "SelectItem",
+        "value": "item_oos_2",
+        "label": "OOS: Eco Canvas Tote Bag (Stock: 0)"
+      },
+      {
+        "id": "opt_oos_3",
+        "component": "SelectItem",
+        "value": "item_oos_3",
+        "label": "LOW: Almond Milk 1L (Stock: 3 remaining)"
+      },
+      {
+        "id": "fc_quantity",
+        "component": "FormControl",
+        "label": "Reorder Quantity (Units)",
+        "hint": "Default recommended batch size auto-filled",
+        "input": "input_reorder_qty"
+      },
+      {
+        "id": "input_reorder_qty",
+        "component": "Input",
+        "name": "reorder_quantity",
+        "type": "number",
+        "value": "50",
+        "placeholder": "Enter quantity"
+      },
+      {
+        "id": "reorder_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btn_submit_reorder"]
+      },
+      {
+        "id": "btn_submit_reorder",
+        "component": "Button",
+        "label": "Submit Expedited Purchase Order",
+        "variant": "primary",
+        "type": "normal",
+        "size": "medium"
+      },
+      {
+        "id": "team_followup_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "team_header",
+          "shift_table",
+          "action_suggestions"
+        ]
+      },
+      {
+        "id": "team_header",
+        "component": "CardHeader",
+        "title": "5. Today's On-Shift Roster",
+        "subtitle": "Active staff members, assigned roles, and scheduled shifts"
+      },
+      {
+        "id": "shift_table",
+        "component": "Table",
+        "columns": ["col_staff_name", "col_staff_role", "col_staff_shift", "col_staff_status"]
+      },
+      {
+        "id": "col_staff_name",
+        "component": "Col",
+        "label": "Staff Member",
+        "type": "string",
+        "data": ["Sarah Jenkins", "Michael Chang", "Amanda Torres", "David Ross", "Elena Rostova"]
+      },
+      {
+        "id": "col_staff_role",
+        "component": "Col",
+        "label": "Role",
+        "type": "string",
+        "data": ["Head Cashier", "Senior Associate", "Customer Service Lead", "Inventory Specialist", "Floor Manager"]
+      },
+      {
+        "id": "col_staff_shift",
+        "component": "Col",
+        "label": "Shift Time",
+        "type": "string",
+        "data": ["07:30 AM - 04:00 PM", "08:00 AM - 04:30 PM", "09:00 AM - 05:30 PM", "10:00 AM - 06:30 PM", "12:00 PM - 08:30 PM"]
+      },
+      {
+        "id": "col_staff_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["On Floor (Reg 01)", "On Floor (Reg 02)", "On Desk (Reg 03)", "Stockroom", "On Duty"]
+      },
+      {
+        "id": "action_suggestions",
+        "component": "FollowUpBlock",
+        "items": ["fup_1", "fup_2", "fup_3"]
+      },
+      {
+        "id": "fup_1",
+        "component": "FollowUpItem",
+        "text": "Print today's end-of-shift reconciliation report"
+      },
+      {
+        "id": "fup_2",
+        "component": "FollowUpItem",
+        "text": "Open Register 04 for evening peak traffic"
+      },
+      {
+        "id": "fup_3",
+        "component": "FollowUpItem",
+        "text": "Send restock notification to warehouse team"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..95b7ae230
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-retail__r4.txt
@@ -0,0 +1,680 @@
+Here is the store manager's daily console dashboard covering all requested metrics, status indicators, and actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store_manager_console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Retail Operations Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store_manager_console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "top_bar",
+            "tabs_container",
+            "followups"
+          ]
+        },
+        {
+          "id": "top_bar",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": [
+            "header_info",
+            "store_selector_control"
+          ]
+        },
+        {
+          "id": "header_info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main_heading",
+            "header_sub"
+          ]
+        },
+        {
+          "id": "main_heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Daily Store Manager Console"
+        },
+        {
+          "id": "header_sub",
+          "component": "TextContent",
+          "text": "Real-time performance, inventory alerts, and shift operations",
+          "size": "small"
+        },
+        {
+          "id": "store_selector_control",
+          "component": "FormControl",
+          "label": "Viewing Location (Item 11)",
+          "input": "store_select",
+          "hint": "Switch active store view"
+        },
+        {
+          "id": "store_select",
+          "component": "Select",
+          "name": "storeLocation",
+          "value": "store_104",
+          "items": [
+            "store_opt_104",
+            "store_opt_102",
+            "store_opt_108",
+            "store_opt_201"
+          ]
+        },
+        {
+          "id": "store_opt_104",
+          "component": "SelectItem",
+          "value": "store_104",
+          "label": "Store #104 - Downtown Flagship"
+        },
+        {
+          "id": "store_opt_102",
+          "component": "SelectItem",
+          "value": "store_102",
+          "label": "Store #102 - Westside Mall"
+        },
+        {
+          "id": "store_opt_108",
+          "component": "SelectItem",
+          "value": "store_108",
+          "label": "Store #108 - North Metro"
+        },
+        {
+          "id": "store_opt_201",
+          "component": "SelectItem",
+          "value": "store_201",
+          "label": "Store #201 - Airport Plaza"
+        },
+        {
+          "id": "tabs_container",
+          "component": "Tabs",
+          "items": [
+            "tab_overview",
+            "tab_inventory",
+            "tab_ops"
+          ]
+        },
+        {
+          "id": "tab_overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Executive Overview",
+          "content": [
+            "overview_kpi_card",
+            "charts_row",
+            "weekly_comp_card"
+          ]
+        },
+        {
+          "id": "overview_kpi_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sales_header",
+            "sales_progress",
+            "kpi_metrics_row"
+          ]
+        },
+        {
+          "id": "sales_header",
+          "component": "CardHeader",
+          "title": "Sales Today vs Target (Item 1)",
+          "subtitle": "$14,250 achieved of $18,000 daily goal (79.2%)"
+        },
+        {
+          "id": "sales_progress",
+          "component": "Progress",
+          "value": 79.2,
+          "label": "79.2% of Daily Target"
+        },
+        {
+          "id": "kpi_metrics_row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "justify": "around",
+          "children": [
+            "kpi_basket",
+            "kpi_returns"
+          ]
+        },
+        {
+          "id": "kpi_basket",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "basket_title",
+            "basket_value"
+          ]
+        },
+        {
+          "id": "basket_title",
+          "component": "TextContent",
+          "text": "Average Basket Size (Item 6)",
+          "size": "small"
+        },
+        {
+          "id": "basket_value",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$68.40 / 3.2 items"
+        },
+        {
+          "id": "kpi_returns",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "returns_title",
+            "returns_value"
+          ]
+        },
+        {
+          "id": "returns_title",
+          "component": "TextContent",
+          "text": "Returns This Week (Item 7)",
+          "size": "small"
+        },
+        {
+          "id": "returns_value",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$1,420 (38 transactions)"
+        },
+        {
+          "id": "charts_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "traffic_card",
+            "promo_card"
+          ]
+        },
+        {
+          "id": "traffic_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "traffic_header",
+            "traffic_chart"
+          ]
+        },
+        {
+          "id": "traffic_header",
+          "component": "CardHeader",
+          "title": "Foot Traffic Through the Day (Item 2)",
+          "subtitle": "Hourly visitor count from door sensors"
+        },
+        {
+          "id": "traffic_chart",
+          "component": "AreaChart",
+          "labels": ["8 AM", "10 AM", "12 PM", "2 PM", "4 PM", "6 PM", "8 PM"],
+          "series": ["traffic_series"],
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Visitors"
+        },
+        {
+          "id": "traffic_series",
+          "component": "Series",
+          "category": "Hourly Foot Traffic",
+          "values": [45, 120, 310, 240, 380, 410, 190]
+        },
+        {
+          "id": "promo_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "promo_header",
+            "promo_chart"
+          ]
+        },
+        {
+          "id": "promo_header",
+          "component": "CardHeader",
+          "title": "Running Promotions Performance (Item 8)",
+          "subtitle": "Revenue generated by active campaigns ($)"
+        },
+        {
+          "id": "promo_chart",
+          "component": "HorizontalBarChart",
+          "labels": ["BOGO Coffee Beans", "Summer Apparel 20%", "Tech Accessories BNDL", "Loyalty Double Pts"],
+          "series": ["promo_series"],
+          "xLabel": "Revenue ($)",
+          "yLabel": "Campaign"
+        },
+        {
+          "id": "promo_series",
+          "component": "Series",
+          "category": "Promo Revenue",
+          "values": [4200, 3100, 2850, 1900]
+        },
+        {
+          "id": "weekly_comp_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comp_header",
+            "comp_chart"
+          ]
+        },
+        {
+          "id": "comp_header",
+          "component": "CardHeader",
+          "title": "This Week Compared With Last Week (Item 12)",
+          "subtitle": "Daily revenue comparison ($)"
+        },
+        {
+          "id": "comp_chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["series_this_week", "series_last_week"],
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "series_this_week",
+          "component": "Series",
+          "category": "This Week",
+          "values": [12400, 13800, 14250, 0, 0, 0, 0]
+        },
+        {
+          "id": "series_last_week",
+          "component": "Series",
+          "category": "Last Week",
+          "values": [11800, 12900, 13500, 15100, 18200, 21000, 16400]
+        },
+        {
+          "id": "tab_inventory",
+          "component": "TabItem",
+          "value": "inventory",
+          "trigger": "Inventory & Products",
+          "content": [
+            "inventory_layout"
+          ]
+        },
+        {
+          "id": "inventory_layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "bestsellers_card",
+            "reorder_card"
+          ]
+        },
+        {
+          "id": "bestsellers_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bestsellers_header",
+            "bestsellers_table"
+          ]
+        },
+        {
+          "id": "bestsellers_header",
+          "component": "CardHeader",
+          "title": "Best Sellers Today (Item 3)",
+          "subtitle": "Top Performing Products by Units Sold"
+        },
+        {
+          "id": "bestsellers_table",
+          "component": "Table",
+          "columns": ["col_rank", "col_product", "col_units", "col_revenue"]
+        },
+        {
+          "id": "col_rank",
+          "component": "Col",
+          "label": "#",
+          "type": "number",
+          "data": [1, 2, 3, 4, 5]
+        },
+        {
+          "id": "col_product",
+          "component": "Col",
+          "label": "Product",
+          "type": "string",
+          "data": [
+            "Organic Dark Roast Espresso 12oz",
+            "Stainless Steel Water Bottle 24oz",
+            "Wireless Noise-Canceling Earbuds",
+            "Cotton Crewneck T-Shirt - Black",
+            "Oat Milk 1L Pack"
+          ]
+        },
+        {
+          "id": "col_units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [142, 98, 76, 64, 59]
+        },
+        {
+          "id": "col_revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "type": "string",
+          "data": ["$2,130", "$1,960", "$6,840", "$1,280", "$295"]
+        },
+        {
+          "id": "reorder_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "stock_alert",
+            "reorder_form_header",
+            "reorder_form"
+          ]
+        },
+        {
+          "id": "stock_alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Items Out of Stock (Item 4)",
+          "description": "3 key items currently have zero inventory on floor: Gourmet Almond Butter, French Vanilla Syrup 750ml, Ergonomic Mouse Pads."
+        },
+        {
+          "id": "reorder_form_header",
+          "component": "CardHeader",
+          "title": "Quick Stock Reorder (Item 10)",
+          "subtitle": "Place urgent replenishment order directly to distribution center"
+        },
+        {
+          "id": "reorder_form",
+          "component": "Form",
+          "name": "quick_reorder_form",
+          "fields": [
+            "field_reorder_item",
+            "field_reorder_qty"
+          ],
+          "buttons": "reorder_buttons"
+        },
+        {
+          "id": "field_reorder_item",
+          "component": "FormControl",
+          "label": "Select Out of Stock Item",
+          "input": "reorder_item_select",
+          "hint": "Items flagged for stock replenishment"
+        },
+        {
+          "id": "reorder_item_select",
+          "component": "Select",
+          "name": "reorderItemSKU",
+          "placeholder": "Select item to reorder...",
+          "items": [
+            "reorder_opt_1",
+            "reorder_opt_2",
+            "reorder_opt_3"
+          ]
+        },
+        {
+          "id": "reorder_opt_1",
+          "component": "SelectItem",
+          "value": "SKU-8821",
+          "label": "Gourmet Almond Butter (SKU-8821) - OOS"
+        },
+        {
+          "id": "reorder_opt_2",
+          "component": "SelectItem",
+          "value": "SKU-4402",
+          "label": "French Vanilla Syrup 750ml (SKU-4402) - OOS"
+        },
+        {
+          "id": "reorder_opt_3",
+          "component": "SelectItem",
+          "value": "SKU-1093",
+          "label": "Ergonomic Mouse Pads (SKU-1093) - OOS"
+        },
+        {
+          "id": "field_reorder_qty",
+          "component": "FormControl",
+          "label": "Reorder Quantity (Cases)",
+          "input": "reorder_qty_input"
+        },
+        {
+          "id": "reorder_qty_input",
+          "component": "Input",
+          "name": "reorderQuantity",
+          "type": "number",
+          "placeholder": "e.g. 5"
+        },
+        {
+          "id": "reorder_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn_reorder_submit"]
+        },
+        {
+          "id": "btn_reorder_submit",
+          "component": "Button",
+          "label": "Submit Reorder Request",
+          "variant": "primary"
+        },
+        {
+          "id": "tab_ops",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "Floor Operations & Shift",
+          "content": [
+            "ops_layout"
+          ]
+        },
+        {
+          "id": "ops_layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "registers_card",
+            "shift_card"
+          ]
+        },
+        {
+          "id": "registers_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "registers_header",
+            "registers_list"
+          ]
+        },
+        {
+          "id": "registers_header",
+          "component": "CardHeader",
+          "title": "Register Status (Item 9)",
+          "subtitle": "Live lane status & assigned cashiers"
+        },
+        {
+          "id": "registers_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "reg_1",
+            "reg_2",
+            "reg_3",
+            "reg_4",
+            "reg_5"
+          ]
+        },
+        {
+          "id": "reg_1",
+          "component": "ListItem",
+          "title": "Register 01 - Main Express (OPEN)",
+          "subtitle": "Cashier: Sarah M. | Active | Queue: 2",
+          "actionLabel": "Open"
+        },
+        {
+          "id": "reg_2",
+          "component": "ListItem",
+          "title": "Register 02 - Main Regular (OPEN)",
+          "subtitle": "Cashier: David K. | Active | Queue: 1",
+          "actionLabel": "Open"
+        },
+        {
+          "id": "reg_3",
+          "component": "ListItem",
+          "title": "Register 03 - Customer Service (OPEN)",
+          "subtitle": "Cashier: Elena R. | Active | Returns/Exchanges",
+          "actionLabel": "Open"
+        },
+        {
+          "id": "reg_4",
+          "component": "ListItem",
+          "title": "Register 04 - Secondary Lane (CLOSED)",
+          "subtitle": "Inactive | Ready for backup surge",
+          "actionLabel": "Closed"
+        },
+        {
+          "id": "reg_5",
+          "component": "ListItem",
+          "title": "Register 05 - Self-Checkout Kiosks (OPEN)",
+          "subtitle": "Attendant: Marcus T. | 4/4 Terminals Online",
+          "actionLabel": "Open"
+        },
+        {
+          "id": "shift_card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "shift_header",
+            "shift_list"
+          ]
+        },
+        {
+          "id": "shift_header",
+          "component": "CardHeader",
+          "title": "Who is on Shift Today (Item 5)",
+          "subtitle": "Staffing schedule & active team members"
+        },
+        {
+          "id": "shift_list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "staff_1",
+            "staff_2",
+            "staff_3",
+            "staff_4",
+            "staff_5"
+          ]
+        },
+        {
+          "id": "staff_1",
+          "component": "ListItem",
+          "title": "Sarah Jenkins (Store Lead)",
+          "subtitle": "Shift: 07:30 AM - 04:00 PM | Active (Floor Lead)",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff_2",
+          "component": "ListItem",
+          "title": "David Miller (Cashier)",
+          "subtitle": "Shift: 08:00 AM - 04:30 PM | Active (Register 02)",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff_3",
+          "component": "ListItem",
+          "title": "Elena Rostova (Customer Service)",
+          "subtitle": "Shift: 08:30 AM - 05:00 PM | Active (Register 03)",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff_4",
+          "component": "ListItem",
+          "title": "Marcus Vance (Inventory Specialist)",
+          "subtitle": "Shift: 06:00 AM - 02:30 PM | Active (Stockroom)",
+          "actionLabel": "On Duty"
+        },
+        {
+          "id": "staff_5",
+          "component": "ListItem",
+          "title": "Chloe Bennett (Sales Associate)",
+          "subtitle": "Shift: 12:00 PM - 08:30 PM | Scheduled (Upcoming)",
+          "actionLabel": "Scheduled"
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "fup_1",
+            "fup_2",
+            "fup_3"
+          ]
+        },
+        {
+          "id": "fup_1",
+          "component": "FollowUpItem",
+          "text": "Call staff backup for evening surge"
+        },
+        {
+          "id": "fup_2",
+          "component": "FollowUpItem",
+          "text": "Export weekly comparison report"
+        },
+        {
+          "id": "fup_3",
+          "component": "FollowUpItem",
+          "text": "Check pending reorder delivery status"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..285e9f114
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r1.txt
@@ -0,0 +1,851 @@
+Here is the SaaS admin overview dashboard covering all 13 requested areas:
+
+<a2ui-json>
+{
+  "createSurface": {
+    "surfaceId": "saas-admin-overview",
+    "catalogId": "thesys.dev:c1-openui"
+  },
+  "version": "v0.9"
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "updateComponents": {
+    "surfaceId": "saas-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "metrics-row-1",
+          "metrics-row-2",
+          "main-tabs",
+          "followups"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-title",
+          "header-controls"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "Heading",
+        "level": "h1",
+        "text": "SaaS Executive & Operations Dashboard"
+      },
+      {
+        "id": "header-controls",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "period-control-group",
+          "invite-dialog"
+        ]
+      },
+      {
+        "id": "period-control-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "gap": "s",
+        "children": [
+          "period-label",
+          "period-select"
+        ]
+      },
+      {
+        "id": "period-label",
+        "component": "Label",
+        "text": "Reporting Period:"
+      },
+      {
+        "id": "period-select",
+        "component": "Select",
+        "name": "reporting_period",
+        "placeholder": "Select period",
+        "value": "last_30_days",
+        "items": [
+          "period-item-1",
+          "period-item-2",
+          "period-item-3",
+          "period-item-4"
+        ]
+      },
+      {
+        "id": "period-item-1",
+        "component": "SelectItem",
+        "value": "last_7_days",
+        "label": "Last 7 Days"
+      },
+      {
+        "id": "period-item-2",
+        "component": "SelectItem",
+        "value": "last_30_days",
+        "label": "Last 30 Days"
+      },
+      {
+        "id": "period-item-3",
+        "component": "SelectItem",
+        "value": "last_90_days",
+        "label": "Last 90 Days"
+      },
+      {
+        "id": "period-item-4",
+        "component": "SelectItem",
+        "value": "year_to_date",
+        "label": "Year to Date"
+      },
+      {
+        "id": "invite-dialog",
+        "component": "DialogBlock",
+        "triggerLabel": "+ Invite Admin",
+        "triggerVariant": "default",
+        "title": "Invite New Administrator",
+        "description": "Grant administrator permissions to a team member.",
+        "content": [
+          "invite-form"
+        ]
+      },
+      {
+        "id": "invite-form",
+        "component": "Form",
+        "name": "invite_admin_form",
+        "fields": [
+          "invite-email-control",
+          "invite-role-control"
+        ],
+        "buttons": "invite-form-buttons"
+      },
+      {
+        "id": "invite-email-control",
+        "component": "FormControl",
+        "label": "Email Address",
+        "hint": "Must be an active company domain address",
+        "input": "invite-email-input"
+      },
+      {
+        "id": "invite-email-input",
+        "component": "Input",
+        "name": "admin_email",
+        "type": "email",
+        "placeholder": "colleague@company.com"
+      },
+      {
+        "id": "invite-role-control",
+        "component": "FormControl",
+        "label": "Admin Role",
+        "hint": "Select permission level",
+        "input": "invite-role-select"
+      },
+      {
+        "id": "invite-role-select",
+        "component": "Select",
+        "name": "admin_role",
+        "placeholder": "Select role",
+        "value": "full_admin",
+        "items": [
+          "role-item-1",
+          "role-item-2"
+        ]
+      },
+      {
+        "id": "role-item-1",
+        "component": "SelectItem",
+        "value": "full_admin",
+        "label": "Full Administrator"
+      },
+      {
+        "id": "role-item-2",
+        "component": "SelectItem",
+        "value": "billing_admin",
+        "label": "Billing Administrator"
+      },
+      {
+        "id": "invite-form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "invite-submit-btn"
+        ]
+      },
+      {
+        "id": "invite-submit-btn",
+        "component": "Button",
+        "label": "Send Invitation",
+        "variant": "primary"
+      },
+      {
+        "id": "metrics-row-1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "mrr-card",
+          "arr-card",
+          "churn-card",
+          "nps-card"
+        ]
+      },
+      {
+        "id": "mrr-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "mrr-header",
+          "mrr-value",
+          "mrr-badge"
+        ]
+      },
+      {
+        "id": "mrr-header",
+        "component": "CardHeader",
+        "title": "MRR",
+        "subtitle": "Monthly Recurring Revenue"
+      },
+      {
+        "id": "mrr-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "$248,500"
+      },
+      {
+        "id": "mrr-badge",
+        "component": "Badge",
+        "text": "+4.2% vs last mo",
+        "variant": "default"
+      },
+      {
+        "id": "arr-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "arr-header",
+          "arr-value",
+          "arr-badge"
+        ]
+      },
+      {
+        "id": "arr-header",
+        "component": "CardHeader",
+        "title": "ARR",
+        "subtitle": "Annual Recurring Revenue"
+      },
+      {
+        "id": "arr-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "$2,982,000"
+      },
+      {
+        "id": "arr-badge",
+        "component": "Badge",
+        "text": "+18.5% YoY",
+        "variant": "default"
+      },
+      {
+        "id": "churn-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "churn-header",
+          "churn-value",
+          "churn-badge"
+        ]
+      },
+      {
+        "id": "churn-header",
+        "component": "CardHeader",
+        "title": "Churn",
+        "subtitle": "This Month"
+      },
+      {
+        "id": "churn-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "1.2%"
+      },
+      {
+        "id": "churn-badge",
+        "component": "Badge",
+        "text": "-0.3% improvement",
+        "variant": "secondary"
+      },
+      {
+        "id": "nps-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "nps-header",
+          "nps-value",
+          "nps-badge"
+        ]
+      },
+      {
+        "id": "nps-header",
+        "component": "CardHeader",
+        "title": "NPS",
+        "subtitle": "Net Promoter Score"
+      },
+      {
+        "id": "nps-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "+58"
+      },
+      {
+        "id": "nps-badge",
+        "component": "Badge",
+        "text": "Excellent (NPS Survey Q3)",
+        "variant": "default"
+      },
+      {
+        "id": "metrics-row-2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "signups-card",
+          "plans-card",
+          "utilization-card"
+        ]
+      },
+      {
+        "id": "signups-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 2,
+        "children": [
+          "signups-header",
+          "signups-chart"
+        ]
+      },
+      {
+        "id": "signups-header",
+        "component": "CardHeader",
+        "title": "New Signups",
+        "subtitle": "Past 90 Days (Bi-weekly totals)"
+      },
+      {
+        "id": "signups-chart",
+        "component": "LineChart",
+        "labels": [
+          "Wk 1-2",
+          "Wk 3-4",
+          "Wk 5-6",
+          "Wk 7-8",
+          "Wk 9-10",
+          "Wk 11-12"
+        ],
+        "series": [
+          "signups-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Timeline",
+        "yLabel": "Signups"
+      },
+      {
+        "id": "signups-series",
+        "component": "Series",
+        "category": "Signups",
+        "values": [
+          120,
+          145,
+          160,
+          195,
+          210,
+          240
+        ]
+      },
+      {
+        "id": "plans-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "plans-header",
+          "plans-chart"
+        ]
+      },
+      {
+        "id": "plans-header",
+        "component": "CardHeader",
+        "title": "Customers by Plan",
+        "subtitle": "Distribution of active accounts"
+      },
+      {
+        "id": "plans-chart",
+        "component": "PieChart",
+        "labels": [
+          "Starter",
+          "Pro",
+          "Enterprise"
+        ],
+        "values": [
+          520,
+          310,
+          85
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "utilization-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "util-header",
+          "util-progress-1",
+          "util-progress-2",
+          "util-progress-3",
+          "util-summary"
+        ]
+      },
+      {
+        "id": "util-header",
+        "component": "CardHeader",
+        "title": "Seat Utilization",
+        "subtitle": "Provisioned vs Active Seats"
+      },
+      {
+        "id": "util-progress-1",
+        "component": "Progress",
+        "label": "Enterprise Tier (88%)",
+        "value": 88
+      },
+      {
+        "id": "util-progress-2",
+        "component": "Progress",
+        "label": "Pro Tier (74%)",
+        "value": 74
+      },
+      {
+        "id": "util-progress-3",
+        "component": "Progress",
+        "label": "Starter Tier (52%)",
+        "value": 52
+      },
+      {
+        "id": "util-summary",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Overall seat utilization across all tiers is **76%** (11,400 active / 15,000 total paid seats)."
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-customers",
+          "tab-risk",
+          "tab-payments",
+          "tab-features"
+        ]
+      },
+      {
+        "id": "tab-customers",
+        "component": "TabItem",
+        "value": "top_customers",
+        "trigger": "Top 10 Customers",
+        "content": [
+          "top-customers-card"
+        ]
+      },
+      {
+        "id": "top-customers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "top-customers-header",
+          "top-customers-table"
+        ]
+      },
+      {
+        "id": "top-customers-header",
+        "component": "CardHeader",
+        "title": "Largest Customers by Annual Spend",
+        "subtitle": "Overview of key accounts, active seats, and ARR"
+      },
+      {
+        "id": "top-customers-table",
+        "component": "Table",
+        "columns": [
+          "col-cust-name",
+          "col-cust-plan",
+          "col-cust-seats",
+          "col-cust-spend"
+        ]
+      },
+      {
+        "id": "col-cust-name",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Acme Corp",
+          "GlobalTech Inc",
+          "Apex Logistics",
+          "Starlight Media",
+          "Nexus Financial",
+          "BioHealth Labs",
+          "CloudScale Systems",
+          "OmniRetail Solutions",
+          "Vanguard Security",
+          "Hyperion Energy"
+        ]
+      },
+      {
+        "id": "col-cust-plan",
+        "component": "Col",
+        "label": "Plan",
+        "type": "string",
+        "data": [
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Pro Plus",
+          "Enterprise",
+          "Enterprise"
+        ]
+      },
+      {
+        "id": "col-cust-seats",
+        "component": "Col",
+        "label": "Seats (Used/Paid)",
+        "type": "string",
+        "data": [
+          "450 / 500",
+          "380 / 400",
+          "310 / 350",
+          "290 / 300",
+          "260 / 280",
+          "210 / 250",
+          "195 / 200",
+          "180 / 200",
+          "165 / 180",
+          "150 / 150"
+        ]
+      },
+      {
+        "id": "col-cust-spend",
+        "component": "Col",
+        "label": "Annual Spend",
+        "type": "string",
+        "data": [
+          "$120,000",
+          "$96,000",
+          "$84,000",
+          "$72,000",
+          "$67,200",
+          "$60,000",
+          "$48,000",
+          "$43,200",
+          "$43,200",
+          "$36,000"
+        ]
+      },
+      {
+        "id": "tab-risk",
+        "component": "TabItem",
+        "value": "accounts_at_risk",
+        "trigger": "Accounts at Risk",
+        "content": [
+          "risk-card"
+        ]
+      },
+      {
+        "id": "risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risk-header",
+          "risk-table"
+        ]
+      },
+      {
+        "id": "risk-header",
+        "component": "CardHeader",
+        "title": "At-Risk Accounts Overview",
+        "subtitle": "Monitored based on product usage drop, executive turnover, and support ticket sentiment"
+      },
+      {
+        "id": "risk-table",
+        "component": "Table",
+        "columns": [
+          "col-risk-cust",
+          "col-risk-arr",
+          "col-risk-level",
+          "col-risk-reason"
+        ]
+      },
+      {
+        "id": "col-risk-cust",
+        "component": "Col",
+        "label": "Account Name",
+        "type": "string",
+        "data": [
+          "BioHealth Labs",
+          "Synergy Partners",
+          "Delta Dynamics",
+          "Urban Pulse Inc",
+          "FinTech Global"
+        ]
+      },
+      {
+        "id": "col-risk-arr",
+        "component": "Col",
+        "label": "ARR at Risk",
+        "type": "string",
+        "data": [
+          "$60,000",
+          "$28,800",
+          "$18,000",
+          "$14,400",
+          "$12,000"
+        ]
+      },
+      {
+        "id": "col-risk-level",
+        "component": "Col",
+        "label": "Risk Level",
+        "type": "string",
+        "data": [
+          "High",
+          "High",
+          "Medium",
+          "Medium",
+          "Low"
+        ]
+      },
+      {
+        "id": "col-risk-reason",
+        "component": "Col",
+        "label": "Primary Risk Reason",
+        "type": "string",
+        "data": [
+          "45% drop in active weekly logins over last 30 days",
+          "Key champion / Admin departed company",
+          "Unresolved high-priority integration support tickets (>14 days)",
+          "Low seat utilization (22% of paid seats used)",
+          "Budget freeze indicated during Q3 check-in"
+        ]
+      },
+      {
+        "id": "tab-payments",
+        "component": "TabItem",
+        "value": "failed_payments",
+        "trigger": "Failed Payments",
+        "content": [
+          "payments-card"
+        ]
+      },
+      {
+        "id": "payments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "payments-header",
+          "payments-alert",
+          "payments-list"
+        ]
+      },
+      {
+        "id": "payments-header",
+        "component": "CardHeader",
+        "title": "Failed Payment Recovery",
+        "subtitle": "Recent charge failures requiring action or manual retry"
+      },
+      {
+        "id": "payments-alert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Action Required",
+        "description": "There are 3 unresolved payment failures totaling $4,150 MRR. Automated dunning is active."
+      },
+      {
+        "id": "payments-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "pay-item-1",
+          "pay-item-2",
+          "pay-item-3"
+        ]
+      },
+      {
+        "id": "pay-item-1",
+        "component": "ListItem",
+        "title": "Orion Systems — $2,400 (Card Expired)",
+        "subtitle": "Attempted Oct 24 • Invoice #INV-2024-089 • Card ending in 4092",
+        "actionLabel": "Retry Payment"
+      },
+      {
+        "id": "pay-item-2",
+        "component": "ListItem",
+        "title": "Krypton Labs — $1,250 (Insufficient Funds)",
+        "subtitle": "Attempted Oct 23 • Invoice #INV-2024-082 • Card ending in 8812",
+        "actionLabel": "Retry Payment"
+      },
+      {
+        "id": "pay-item-3",
+        "component": "ListItem",
+        "title": "Blue Sky Retail — $500 (Generic Decline)",
+        "subtitle": "Attempted Oct 21 • Invoice #INV-2024-075 • Card ending in 1104",
+        "actionLabel": "Retry Payment"
+      },
+      {
+        "id": "tab-features",
+        "component": "TabItem",
+        "value": "feature_adoption",
+        "trigger": "Feature Adoption",
+        "content": [
+          "features-card"
+        ]
+      },
+      {
+        "id": "features-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "features-header",
+          "features-chart",
+          "features-breakdown"
+        ]
+      },
+      {
+        "id": "features-header",
+        "component": "CardHeader",
+        "title": "Newest Feature Adoption Rates",
+        "subtitle": "Percentage of eligible accounts using recently released features"
+      },
+      {
+        "id": "features-chart",
+        "component": "BarChart",
+        "labels": [
+          "AI Co-Pilot Assistant",
+          "Automated Workflows",
+          "Custom Dashboard Builder"
+        ],
+        "series": [
+          "features-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Feature Name",
+        "yLabel": "% Active Account Adoption"
+      },
+      {
+        "id": "features-series",
+        "component": "Series",
+        "category": "% Accounts Adopted",
+        "values": [
+          64,
+          42,
+          28
+        ]
+      },
+      {
+        "id": "features-breakdown",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "feat-text-1",
+          "feat-text-2",
+          "feat-text-3"
+        ]
+      },
+      {
+        "id": "feat-text-1",
+        "component": "TextContent",
+        "size": "small",
+        "text": "🤖 **AI Co-Pilot Assistant** (Released 30 days ago): **64%** adoption (585 accounts)"
+      },
+      {
+        "id": "feat-text-2",
+        "component": "TextContent",
+        "size": "small",
+        "text": "⚡ **Automated Workflows** (Released 60 days ago): **42%** adoption (384 accounts)"
+      },
+      {
+        "id": "feat-text-3",
+        "component": "TextContent",
+        "size": "small",
+        "text": "📊 **Custom Dashboard Builder** (Released 90 days ago): **28%** adoption (256 accounts)"
+      },
+      {
+        "id": "followups",
+        "component": "FollowUpBlock",
+        "items": [
+          "followup-1",
+          "followup-2",
+          "followup-3"
+        ]
+      },
+      {
+        "id": "followup-1",
+        "component": "FollowUpItem",
+        "text": "Export churn and risk report as PDF"
+      },
+      {
+        "id": "followup-2",
+        "component": "FollowUpItem",
+        "text": "Send dunning reminder to all failed payments"
+      },
+      {
+        "id": "followup-3",
+        "component": "FollowUpItem",
+        "text": "View feature adoption breakdown by plan tier"
+      }
+    ]
+  },
+  "version": "v0.9"
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..63a0eb86c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r2.txt
@@ -0,0 +1,9 @@
+I have generated the SaaS Admin Overview screen incorporating all 13 required metrics and management tools.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"saas-admin-overview","theme":{"agentDisplayName":"SaaS Admin Portal","primaryColor":"#2563EB"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["header-card","controls-card","kpi-card-1","kpi-card-2","kpi-card-3","kpi-card-4","main-tabs","followups-card"],"component":"Card","direction":"column","gap":"m","id":"root","variant":"clear"},{"children":["header-title","header-actions"],"component":"Card","direction":"row","gap":"m","id":"header-card","justify":"between","variant":"clear"},{"level":"h1","text":"SaaS Executive Dashboard","component":"Heading","id":"header-title"},{"children":["invite-admin-dialog"],"component":"Card","direction":"row","gap":"s","id":"header-actions","variant":"clear"},{"content":["invite-form"],"description":"Send an email invitation to grant administrative access.","id":"invite-admin-dialog","triggerLabel":"Invite Admin","triggerVariant":"default","title":"Invite New Admin Component"},{"buttons":"invite-buttons","fields":["invite-email-field","invite-role-field"],"component":"Form","id":"invite-form","name":"inviteAdminForm"},{"buttons":["invite-submit-btn"],"component":"Buttons","direction":"row","id":"invite-buttons"},{"action":["submit"],"component":"Button","id":"invite-submit-btn","label":"Send Invitation","variant":"primary"},{"hint":"Must be an enterprise corporate domain","input":"invite-email-input","label":"Work Email","component":"FormControl","id":"invite-email-field"},{"name":"adminEmail","placeholder":"alex@company.com","type":"email","component":"Input","id":"invite-email-input"},{"hint":"Determines administrative privilege level","input":"invite-role-select","label":"Role Level","component":"FormControl","id":"invite-role-field"},{"items":["role-opt-1","role-opt-2","role-opt-3"],"name":"adminRole","placeholder":"Select role...","component":"Select","id":"invite-role-select"},{"label":"Super Admin","value":"super_admin","component":"SelectItem","id":"role-opt-1"},{"label":"Billing Admin","value":"billing_admin","component":"SelectItem","id":"role-opt-2"},{"label":"Read Only Admin","value":"read_only","component":"SelectItem","id":"role-opt-3"},{"children":["period-control","period-info"],"component":"Card","direction":"row","gap":"m","id":"controls-card","justify":"between","variant":"sunk"},{"hint":"Applies to signups, churn, and financial charts","input":"period-select","label":"Reporting Period (Req #11)","component":"FormControl","id":"period-control"},{"items":["period-opt-1","period-opt-2","period-opt-3","period-opt-4"],"name":"reportingPeriod","value":"last_30_days","component":"Select","id":"period-select"},{"label":"Last 30 Days","value":"last_30_days","component":"SelectItem","id":"period-opt-1"},{"label":"Last 90 Days","value":"last_90_days","component":"SelectItem","id":"period-opt-2"},{"label":"Year to Date (YTD)","value":"ytd","component":"SelectItem","id":"period-opt-3"},{"label":"Trailing 12 Months","value":"t2m","component":"SelectItem","id":"period-opt-4"},{"children":["period-text","seat-util-progress"],"component":"Card","direction":"column","gap":"xs","id":"period-info","variant":"clear"},{"size":"small","text":"**Global Seat Utilization (Req #12)**","component":"TextContent","id":"period-text"},{"label":"84.2% (12,630 / 15,000 Seats Used)","value":84.2,"component":"Progress","id":"seat-util-progress"},{"children":["mrr-header","mrr-value","mrr-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-card-1","weight":1,"variant":"card"},{"subtitle":"Monthly Recurring","title":"MRR (Req #1)","component":"CardHeader","id":"mrr-header"},{"level":"h2","text":"$128,500","component":"Heading","id":"mrr-value"},{"text":"+4.2% from last month","variant":"success","component":"Tag","id":"mrr-sub"},{"children":["arr-header","arr-value","arr-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-card-2","weight":1,"variant":"card"},{"subtitle":"Annualized Run Rate","title":"ARR (Req #2)","component":"CardHeader","id":"arr-header"},{"level":"h2","text":"$1,542,000","component":"Heading","id":"arr-value"},{"text":"+12.8% YoY","variant":"success","component":"Tag","id":"arr-sub"},{"children":["churn-header","churn-value","churn-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-card-3","weight":1,"variant":"card"},{"subtitle":"This Month","title":"Churn (Req #3)","component":"CardHeader","id":"churn-header"},{"level":"h2","text":"1.2%","component":"Heading","id":"churn-value"},{"text":"Target < 1.5%","variant":"info","component":"Tag","id":"churn-sub"},{"children":["nps-header","nps-value","nps-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-card-4","weight":1,"variant":"card"},{"subtitle":"Net Promoter Score","title":"NPS (Req #10)","component":"CardHeader","id":"nps-header"},{"level":"h2","text":"+58","component":"Heading","id":"nps-value"},{"text":"Excellent (420 responses)","variant":"success","component":"Tag","id":"nps-sub"},{"items":["tab-overview","tab-customers","tab-risk-billing","tab-features"],"component":"Tabs","id":"main-tabs"},{"content":["signups-card","plans-card"],"trigger":"Growth & Plans","value":"growth","component":"TabItem","id":"tab-overview"},{"children":["signups-title","signups-chart"],"component":"Card","direction":"column","gap":"s","id":"signups-card","variant":"card"},{"title":"New Signups - Past 90 Days (Req #4)","component":"CardHeader","id":"signups-title"},{"labels":["Nov W1","Nov W2","Nov W3","Nov W4","Dec W1","Dec W2","Dec W3","Dec W4","Jan W1","Jan W2","Jan W3","Jan W4"],"series":["signups-series"],"variant":"natural","xLabel":"Week","yLabel":"New Signups","component":"AreaChart","id":"signups-chart"},{"category":"Signups","values":[42,55,68,71,80,65,52,48,95,110,125,140],"component":"Series","id":"signups-series"},{"children":["plans-title","plans-chart"],"component":"Card","direction":"column","gap":"s","id":"plans-card","variant":"card"},{"title":"Customer Split by Plan (Req #5)","component":"CardHeader","id":"plans-title"},{"appearance":"circular","labels":["Starter ($29/m)","Pro ($99/m)","Enterprise ($499/m)","Custom Quote"],"values":[450,320,85,25],"variant":"donut","component":"PieChart","id":"plans-chart"},{"content":["top-customers-card"],"trigger":"Top Accounts","value":"customers","component":"TabItem","id":"tab-customers"},{"children":["top-customers-title","top-customers-table"],"component":"Card","direction":"column","gap":"s","id":"top-customers-card","variant":"card"},{"subtitle":"Top Accounts Ranked by Monthly Spend & Seat Allocation","title":"10 Largest Customers (Req #6)","component":"CardHeader","id":"top-customers-title"},{"columns":["col-rank","col-customer","col-plan","col-seats","col-spend","col-status"],"component":"Table","id":"top-customers-table"},{"data":[1,2,3,4,5,6,7,8,9,10],"label":"#","type":"number","component":"Col","id":"col-rank"},{"data":["Acme Corp","TechGlobe Inc","Starlight Media","Nexus Systems","Apex Financial","CloudScale Solutions","Hyperion Ltd","Vanguard Software","Omni Health","Aether Dynamics"],"label":"Customer Name","type":"string","component":"Col","id":"col-customer"},{"data":["Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Pro Plus","Enterprise","Pro Plus","Enterprise","Enterprise"],"label":"Plan","type":"string","component":"Col","id":"col-plan"},{"data":[450,380,310,275,220,195,180,165,150,140],"label":"Seats","type":"number","component":"Col","id":"col-seats"},{"data":["$18,500/mo","$15,200/mo","$12,400/mo","$11,000/mo","$9,800/mo","$8,200/mo","$7,500/mo","$6,800/mo","$6,200/mo","$5,900/mo"],"label":"Monthly Spend","type":"string","component":"Col","id":"col-spend"},{"data":["Active","Active","Active","Active","Active","Active","Active","Active","Active","Active"],"label":"Status","type":"string","component":"Col","id":"col-status"},{"content":["risk-card","failed-payments-card"],"trigger":"Risk & Billing Alert","value":"risk_billing","component":"TabItem","id":"tab-risk-billing"},{"children":["risk-title","risk-list"],"component":"Card","direction":"column","gap":"s","id":"risk-card","variant":"card"},{"subtitle":"Accounts showing signs of churn or health deterioration","title":"Accounts At Risk (Req #7)","component":"CardHeader","id":"risk-title"},{"items":["risk-item-1","risk-item-2","risk-item-3","risk-item-4"],"variant":"image","component":"ListBlock","id":"risk-list"},{"actionLabel":"View Health Score","subtitle":"Reason: Usage dropped 45% over last 14 days • Primary Champion Left Company","title":"BioHealth Labs (Enterprise - $4,200/mo)","component":"ListItem","id":"risk-item-1"},{"actionLabel":"View Health Score","subtitle":"Reason: 8 Unresolved High-Severity Support Tickets • Low CSM Engagement","title":"Delta Tech Solutions (Pro - $899/mo)","component":"ListItem","id":"risk-item-2"},{"actionLabel":"View Health Score","subtitle":"Reason: Champion departed; Procurement requested contract review","title":"Synergy Dynamics (Enterprise - $6,500/mo)","component":"ListItem","id":"risk-item-3"},{"actionLabel":"View Health Score","subtitle":"Reason: 0 Login activity in last 21 days across all 50 provisioned seats","title":"Quantum Analytics (Pro - $499/mo)","component":"ListItem","id":"risk-item-4"},{"children":["failed-title","failed-callout","failed-table"],"component":"Card","direction":"column","gap":"s","id":"failed-payments-card","variant":"card"},{"subtitle":"Dunning status and immediate retry actions","title":"Failed Payments (Req #8)","component":"CardHeader","id":"failed-title"},{"description":"There are currently 3 failed payments requiring manual retry or customer outreach.","title":"Payment Action Required","variant":"warning","component":"Callout","id":"failed-callout"},{"columns":["col-fail-customer","col-fail-amount","col-fail-date","col-fail-reason","col-fail-action"],"component":"Table","id":"failed-table"},{"data":["Orbit Media","Solstice Ltd","Vertex Holdings"],"label":"Customer","type":"string","component":"Col","id":"col-fail-customer"},{"data":["$1,200.00","$499.00","$2,400.00"],"label":"Amount","type":"number","component":"Col","id":"col-fail-amount"},{"data":["2025-02-14","2025-02-15","2025-02-16"],"label":"Failed Date","type":"string","component":"Col","id":"col-fail-date"},{"data":["Insufficient Funds","Card Expired","Generic Decline"],"label":"Failure Reason","type":"string","component":"Col","id":"col-fail-reason"},{"data":["Retry Payment","Retry Payment","Retry Payment"],"label":"Action","type":"action","component":"Col","id":"col-fail-action"},{"content":["features-card"],"trigger":"Feature Adoption","value":"features","component":"TabItem","id":"tab-features"},{"children":["features-title","feature-1-box","feature-2-box","feature-3-box"],"component":"Card","direction":"column","gap":"m","id":"features-card","variant":"card"},{"subtitle":"Active usage metrics for newly released platform capabilities","title":"Adoption of 3 Newest Features (Req #9)","component":"CardHeader","id":"features-title"},{"children":["f1-text","f1-progress"],"component":"Card","direction":"column","gap":"xs","id":"feature-1-box","variant":"sunk"},{"size":"default-heavy","text":"1. AI Workflow Automation (Released 14 days ago)","component":"TextContent","id":"f1-text"},{"label":"68% of Eligible Enterprise Accounts Adopted (58 / 85 accounts)","value":68,"component":"Progress","id":"f1-progress"},{"children":["f2-text","f2-progress"],"component":"Card","direction":"column","gap":"xs","id":"feature-2-box","variant":"sunk"},{"size":"default-heavy","text":"2. Custom Dashboard Builder v2 (Released 30 days ago)","component":"TextContent","id":"f2-text"},{"label":"42% Active Account Adoption (365 / 880 total accounts)","value":42,"component":"Progress","id":"f2-progress"},{"children":["f3-text","f3-progress"],"component":"Card","direction":"column","gap":"xs","id":"feature-3-box","variant":"sunk"},{"size":"default-heavy","text":"3. SOC2 Audit Log Exporter (Released 45 days ago)","component":"TextContent","id":"f3-text"},{"label":"89% Enterprise Account Adoption (76 / 85 accounts)","value":89,"component":"Progress","id":"f3-progress"},{"items":["fu-1","fu-2","fu-3"],"component":"FollowUpBlock","id":"followups-card"},{"text":"Download full ARR & MRR financial breakdown","component":"FollowUpItem","id":"fu-1"},{"text":"Trigger automatic dunning retry for all failed payments","component":"FollowUpItem","id":"fu-2"},{"text":"Export risk accounts list for CSM team outreach","component":"FollowUpItem","id":"fu-3"}],"surfaceId":"saas-admin-overview"},"version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..e1391774a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r3.txt
@@ -0,0 +1,840 @@
+I have generated the SaaS Admin Overview screen covering all 13 requested requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "saas-admin-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "SaaS Admin Dashboard"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "saas-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header_card",
+          "metrics_summary_card",
+          "growth_and_plan_card",
+          "feature_and_utilization_card",
+          "top_customers_card",
+          "risk_and_failed_payments_card",
+          "admin_invite_card",
+          "follow_up_suggestions"
+        ]
+      },
+      {
+        "id": "header_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header_title",
+          "header_controls_card"
+        ]
+      },
+      {
+        "id": "header_title",
+        "component": "CardHeader",
+        "title": "SaaS Admin Overview",
+        "subtitle": "Real-time key performance indicators, account risks, and customer analytics."
+      },
+      {
+        "id": "header_controls_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "wrap": true,
+        "children": [
+          "period_control",
+          "period_badge"
+        ]
+      },
+      {
+        "id": "period_control",
+        "component": "FormControl",
+        "label": "Reporting Period (Item #11)",
+        "hint": "Filter metrics by time window",
+        "input": "period_select"
+      },
+      {
+        "id": "period_select",
+        "component": "Select",
+        "name": "reporting_period",
+        "value": "last_30_days",
+        "placeholder": "Select period",
+        "items": [
+          "period_30",
+          "period_90",
+          "period_year",
+          "period_ytd"
+        ]
+      },
+      {
+        "id": "period_30",
+        "component": "SelectItem",
+        "value": "last_30_days",
+        "label": "Last 30 Days"
+      },
+      {
+        "id": "period_90",
+        "component": "SelectItem",
+        "value": "last_90_days",
+        "label": "Last 90 Days"
+      },
+      {
+        "id": "period_year",
+        "component": "SelectItem",
+        "value": "last_12_months",
+        "label": "Last 12 Months"
+      },
+      {
+        "id": "period_ytd",
+        "component": "SelectItem",
+        "value": "year_to_date",
+        "label": "Year to Date"
+      },
+      {
+        "id": "period_badge",
+        "component": "Badge",
+        "text": "Live Updates Active",
+        "variant": "default"
+      },
+      {
+        "id": "metrics_summary_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "metrics_title",
+          "metrics_grid"
+        ]
+      },
+      {
+        "id": "metrics_title",
+        "component": "Heading",
+        "text": "Executive Summary",
+        "level": "h3"
+      },
+      {
+        "id": "metrics_grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "mrr_card",
+          "arr_card",
+          "churn_card",
+          "nps_card"
+        ]
+      },
+      {
+        "id": "mrr_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "mrr_label",
+          "mrr_val",
+          "mrr_tag"
+        ]
+      },
+      {
+        "id": "mrr_label",
+        "component": "TextContent",
+        "text": "**Monthly Recurring Revenue (MRR)**",
+        "size": "small"
+      },
+      {
+        "id": "mrr_val",
+        "component": "Heading",
+        "text": "$142,500",
+        "level": "h2"
+      },
+      {
+        "id": "mrr_tag",
+        "component": "Tag",
+        "text": "+4.2% vs last month",
+        "variant": "success"
+      },
+      {
+        "id": "arr_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "arr_label",
+          "arr_val",
+          "arr_tag"
+        ]
+      },
+      {
+        "id": "arr_label",
+        "component": "TextContent",
+        "text": "**Annual Recurring Revenue (ARR)**",
+        "size": "small"
+      },
+      {
+        "id": "arr_val",
+        "component": "Heading",
+        "text": "$1,710,000",
+        "level": "h2"
+      },
+      {
+        "id": "arr_tag",
+        "component": "Tag",
+        "text": "On track for FY goal",
+        "variant": "info"
+      },
+      {
+        "id": "churn_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "churn_label",
+          "churn_val",
+          "churn_tag"
+        ]
+      },
+      {
+        "id": "churn_label",
+        "component": "TextContent",
+        "text": "**Churn This Month**",
+        "size": "small"
+      },
+      {
+        "id": "churn_val",
+        "component": "Heading",
+        "text": "1.8%",
+        "level": "h2"
+      },
+      {
+        "id": "churn_tag",
+        "component": "Tag",
+        "text": "-0.4% MoM improvement",
+        "variant": "success"
+      },
+      {
+        "id": "nps_card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "nps_label",
+          "nps_val",
+          "nps_tag"
+        ]
+      },
+      {
+        "id": "nps_label",
+        "component": "TextContent",
+        "text": "**Current Net Promoter Score (NPS)**",
+        "size": "small"
+      },
+      {
+        "id": "nps_val",
+        "component": "Heading",
+        "text": "+58",
+        "level": "h2"
+      },
+      {
+        "id": "nps_tag",
+        "component": "Tag",
+        "text": "Based on 420 responses",
+        "variant": "neutral"
+      },
+      {
+        "id": "growth_and_plan_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "l",
+        "wrap": true,
+        "children": [
+          "signups_chart_card",
+          "plan_split_card"
+        ]
+      },
+      {
+        "id": "signups_chart_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "signups_heading",
+          "signups_bar_chart"
+        ]
+      },
+      {
+        "id": "signups_heading",
+        "component": "Heading",
+        "text": "New Signups Over Past 90 Days",
+        "level": "h4"
+      },
+      {
+        "id": "signups_bar_chart",
+        "component": "BarChart",
+        "xLabel": "Month",
+        "yLabel": "Signups",
+        "variant": "grouped",
+        "labels": [
+          "Month 1",
+          "Month 2",
+          "Month 3"
+        ],
+        "series": [
+          "signups_series"
+        ]
+      },
+      {
+        "id": "signups_series",
+        "component": "Series",
+        "category": "New Signups",
+        "values": [
+          240,
+          310,
+          385
+        ]
+      },
+      {
+        "id": "plan_split_card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "plan_heading",
+          "plan_pie_chart"
+        ]
+      },
+      {
+        "id": "plan_heading",
+        "component": "Heading",
+        "text": "Customers Split by Plan",
+        "level": "h4"
+      },
+      {
+        "id": "plan_pie_chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "appearance": "circular",
+        "labels": [
+          "Starter ($29/mo)",
+          "Professional ($99/mo)",
+          "Enterprise ($499/mo)"
+        ],
+        "values": [
+          450,
+          320,
+          85
+        ]
+      },
+      {
+        "id": "feature_and_utilization_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "feature_heading",
+          "feature_progress_container",
+          "sep_1",
+          "utilization_heading",
+          "utilization_progress_container"
+        ]
+      },
+      {
+        "id": "feature_heading",
+        "component": "Heading",
+        "text": "Adoption of Three Newest Features",
+        "level": "h4"
+      },
+      {
+        "id": "feature_progress_container",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "feat_1_progress",
+          "feat_2_progress",
+          "feat_3_progress"
+        ]
+      },
+      {
+        "id": "feat_1_progress",
+        "component": "Progress",
+        "label": "AI Workflow Automation (Launched 2w ago) - 68% active accounts",
+        "value": 68
+      },
+      {
+        "id": "feat_2_progress",
+        "component": "Progress",
+        "label": "Custom Role RBAC (Launched 1m ago) - 45% active accounts",
+        "value": 45
+      },
+      {
+        "id": "feat_3_progress",
+        "component": "Progress",
+        "label": "Webhook v2 Integration (Launched 2m ago) - 82% active accounts",
+        "value": 82
+      },
+      {
+        "id": "sep_1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "utilization_heading",
+        "component": "Heading",
+        "text": "Seat Utilization Across Company",
+        "level": "h4"
+      },
+      {
+        "id": "utilization_progress_container",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "utilization_progress",
+          "utilization_text"
+        ]
+      },
+      {
+        "id": "utilization_progress",
+        "component": "Progress",
+        "label": "Overall Seat Utilization Rate",
+        "value": 78.4
+      },
+      {
+        "id": "utilization_text",
+        "component": "TextContent",
+        "text": "**3,920** paid seats assigned out of **5,000** total provisioned seats across all customer organizations.",
+        "size": "small"
+      },
+      {
+        "id": "top_customers_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "top_customers_heading",
+          "top_customers_table"
+        ]
+      },
+      {
+        "id": "top_customers_heading",
+        "component": "Heading",
+        "text": "Ten Largest Customers (Seats & Monthly Spend)",
+        "level": "h3"
+      },
+      {
+        "id": "top_customers_table",
+        "component": "Table",
+        "columns": [
+          "col_rank",
+          "col_company",
+          "col_plan",
+          "col_seats",
+          "col_spend"
+        ]
+      },
+      {
+        "id": "col_rank",
+        "component": "Col",
+        "label": "#",
+        "type": "string",
+        "data": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5",
+          "6",
+          "7",
+          "8",
+          "9",
+          "10"
+        ]
+      },
+      {
+        "id": "col_company",
+        "component": "Col",
+        "label": "Customer Name",
+        "type": "string",
+        "data": [
+          "Acme Corporation",
+          "GlobalTech Industries",
+          "Apex Logistics",
+          "Sovereign Health",
+          "Fintech Dynamics",
+          "CloudScale Networks",
+          "Nexus Media",
+          "Vanguard Security",
+          "OmniRetail Group",
+          "Hyperion Systems"
+        ]
+      },
+      {
+        "id": "col_plan",
+        "component": "Col",
+        "label": "Plan Tier",
+        "type": "string",
+        "data": [
+          "Enterprise Plus",
+          "Enterprise Plus",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Professional",
+          "Enterprise",
+          "Professional",
+          "Professional"
+        ]
+      },
+      {
+        "id": "col_seats",
+        "component": "Col",
+        "label": "Seats Provisioned",
+        "type": "number",
+        "data": [
+          500,
+          420,
+          350,
+          310,
+          280,
+          250,
+          220,
+          200,
+          180,
+          150
+        ]
+      },
+      {
+        "id": "col_spend",
+        "component": "Col",
+        "label": "Monthly Spend",
+        "type": "string",
+        "data": [
+          "$12,500/mo",
+          "$10,500/mo",
+          "$8,750/mo",
+          "$7,750/mo",
+          "$7,000/mo",
+          "$6,250/mo",
+          "$5,500/mo",
+          "$5,000/mo",
+          "$4,500/mo",
+          "$3,750/mo"
+        ]
+      },
+      {
+        "id": "risk_and_failed_payments_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "l",
+        "wrap": true,
+        "children": [
+          "accounts_at_risk_block",
+          "failed_payments_block"
+        ]
+      },
+      {
+        "id": "accounts_at_risk_block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "risk_heading",
+          "risk_list"
+        ]
+      },
+      {
+        "id": "risk_heading",
+        "component": "Heading",
+        "text": "Accounts At Risk & Reasons",
+        "level": "h4"
+      },
+      {
+        "id": "risk_list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "risk_item_1",
+          "risk_item_2",
+          "risk_item_3",
+          "risk_item_4"
+        ]
+      },
+      {
+        "id": "risk_item_1",
+        "component": "ListItem",
+        "title": "BioHealth Labs ($4,200/mo)",
+        "subtitle": "Risk Reason: -65% active users over last 30 days & key champion departed."
+      },
+      {
+        "id": "risk_item_2",
+        "component": "ListItem",
+        "title": "DataFlow Systems ($3,100/mo)",
+        "subtitle": "Risk Reason: Multiple unresolved critical support tickets & low feature adoption."
+      },
+      {
+        "id": "risk_item_3",
+        "component": "ListItem",
+        "title": "Urban Logistics ($2,500/mo)",
+        "subtitle": "Risk Reason: Contract renewal due in 15 days; procurement requested custom discount."
+      },
+      {
+        "id": "risk_item_4",
+        "component": "ListItem",
+        "title": "Krypton Security ($1,800/mo)",
+        "subtitle": "Risk Reason: Zero login activity recorded from account admins in 21 days."
+      },
+      {
+        "id": "failed_payments_block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "failed_heading",
+          "failed_payments_accordion"
+        ]
+      },
+      {
+        "id": "failed_heading",
+        "component": "Heading",
+        "text": "Failed Payments & Retry Action",
+        "level": "h4"
+      },
+      {
+        "id": "failed_payments_accordion",
+        "component": "Accordion",
+        "items": [
+          "pay_acc_1",
+          "pay_acc_2",
+          "pay_acc_3"
+        ]
+      },
+      {
+        "id": "pay_acc_1",
+        "component": "AccordionItem",
+        "value": "pay_1",
+        "trigger": "AeroSpace Tech - $1,250 (Card Expired)",
+        "content": [
+          "pay_1_desc",
+          "pay_1_btn"
+        ]
+      },
+      {
+        "id": "pay_1_desc",
+        "component": "TextContent",
+        "text": "Failed on Oct 24 due to expired credit card (Visa ending 4111). Dunning email sent."
+      },
+      {
+        "id": "pay_1_btn",
+        "component": "Button",
+        "label": "Retry Payment Now",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "pay_acc_2",
+        "component": "AccordionItem",
+        "value": "pay_2",
+        "trigger": "Starlight Studio - $499 (Insufficient Funds)",
+        "content": [
+          "pay_2_desc",
+          "pay_2_btn"
+        ]
+      },
+      {
+        "id": "pay_2_desc",
+        "component": "TextContent",
+        "text": "Failed on Oct 25 due to insufficient funds (ACH ending 8820). 2nd attempt pending."
+      },
+      {
+        "id": "pay_2_btn",
+        "component": "Button",
+        "label": "Retry Payment Now",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "pay_acc_3",
+        "component": "AccordionItem",
+        "value": "pay_3",
+        "trigger": "Quantum Labs - $2,100 (Bank Decline)",
+        "content": [
+          "pay_3_desc",
+          "pay_3_btn"
+        ]
+      },
+      {
+        "id": "pay_3_desc",
+        "component": "TextContent",
+        "text": "Failed on Oct 26 due to generic bank decline code 20001. Customer contacted."
+      },
+      {
+        "id": "pay_3_btn",
+        "component": "Button",
+        "label": "Retry Payment Now",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "admin_invite_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "invite_dialog_block"
+        ]
+      },
+      {
+        "id": "invite_dialog_block",
+        "component": "DialogBlock",
+        "triggerLabel": "Invite Another Admin (Item #13)",
+        "triggerVariant": "default",
+        "title": "Invite Co-Administrator",
+        "description": "Send an invitation email with administrator permissions to a colleague.",
+        "content": [
+          "invite_form"
+        ]
+      },
+      {
+        "id": "invite_form",
+        "component": "Form",
+        "name": "invite_admin_form",
+        "fields": [
+          "field_email",
+          "field_role"
+        ],
+        "buttons": "invite_form_buttons"
+      },
+      {
+        "id": "field_email",
+        "component": "FormControl",
+        "label": "Admin Email Address",
+        "hint": "Must be an authorized corporate domain email",
+        "input": "input_email"
+      },
+      {
+        "id": "input_email",
+        "component": "Input",
+        "name": "admin_email",
+        "placeholder": "colleague@company.com",
+        "type": "email"
+      },
+      {
+        "id": "field_role",
+        "component": "FormControl",
+        "label": "Admin Permission Level",
+        "hint": "Super Admin has full billing and user access",
+        "input": "select_role"
+      },
+      {
+        "id": "select_role",
+        "component": "Select",
+        "name": "admin_role",
+        "value": "super_admin",
+        "items": [
+          "role_super",
+          "role_billing",
+          "role_read_only"
+        ]
+      },
+      {
+        "id": "role_super",
+        "component": "SelectItem",
+        "value": "super_admin",
+        "label": "Super Admin (Full Access)"
+      },
+      {
+        "id": "role_billing",
+        "component": "SelectItem",
+        "value": "billing_admin",
+        "label": "Billing Admin (Finance Only)"
+      },
+      {
+        "id": "role_read_only",
+        "component": "SelectItem",
+        "value": "read_only",
+        "label": "Read Only Observer"
+      },
+      {
+        "id": "invite_form_buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn_send_invite"
+        ]
+      },
+      {
+        "id": "btn_send_invite",
+        "component": "Button",
+        "label": "Send Admin Invitation",
+        "variant": "primary"
+      },
+      {
+        "id": "follow_up_suggestions",
+        "component": "FollowUpBlock",
+        "items": [
+          "follow_up_1",
+          "follow_up_2",
+          "follow_up_3"
+        ]
+      },
+      {
+        "id": "follow_up_1",
+        "component": "FollowUpItem",
+        "text": "Export churn analysis report for this month"
+      },
+      {
+        "id": "follow_up_2",
+        "component": "FollowUpItem",
+        "text": "Schedule automated email to high risk accounts"
+      },
+      {
+        "id": "follow_up_3",
+        "component": "FollowUpItem",
+        "text": "View detailed seat utilization breakdown by department"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..20d32ad0c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b4-saas__r4.txt
@@ -0,0 +1,9 @@
+Here is the SaaS Admin Overview dashboard rendering all 13 requested metrics and management controls.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"SaaS Metrics Portal"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header-card","kpi-summary-card","tabs-analytics-card","action-drawers-card","followup-suggestions"]},{"id":"header-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["header-top-row","header-sep","period-controls-row"]},{"id":"header-top-row","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-title-group","invite-admin-dialog"]},{"id":"header-title-group","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["main-heading","header-subtitle"]},{"id":"main-heading","component":"Heading","text":"SaaS Executive Admin Dashboard","level":"h1"},{"id":"header-subtitle","component":"TextContent","text":"Real-time subscription, revenue, customer health, and feature adoption metrics.","size":"small"},{"id":"invite-admin-dialog","component":"DialogBlock","triggerLabel":"+ Invite Admin","triggerVariant":"default","title":"Invite New Administrator","description":"Grant admin permissions to a team member to manage metrics, subscriptions, and billing.","content":["invite-form-container"]},{"id":"invite-form-container","component":"Form","name":"inviteAdminForm","fields":["invite-email-control","invite-role-control"],"buttons":"invite-form-buttons"},{"id":"invite-email-control","component":"FormControl","label":"Admin Email Address","hint":"Must be an internal domain email address.","input":"invite-email-input"},{"id":"invite-email-input","component":"Input","name":"adminEmail","type":"email","placeholder":"colleague@company.com"},{"id":"invite-role-control","component":"FormControl","label":"Permission Level","input":"invite-role-select"},{"id":"invite-role-select","component":"Select","name":"adminRole","placeholder":"Select Role","items":["role-opt-super","role-opt-finance","role-opt-support"]},{"id":"role-opt-super","component":"SelectItem","value":"super_admin","label":"Super Admin (Full Access)"},{"id":"role-opt-finance","component":"SelectItem","value":"finance_admin","label":"Finance Admin (Billing & Revenue)"},{"id":"role-opt-support","component":"SelectItem","value":"support_admin","label":"Support Admin (Read-only Metrics)"},{"id":"invite-form-buttons","component":"Buttons","direction":"row","buttons":["btn-send-invite"]},{"id":"btn-send-invite","component":"Button","label":"Send Invitation","variant":"primary"},{"id":"header-sep","component":"Separator","orientation":"horizontal","decorative":true},{"id":"period-controls-row","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"s","children":["period-picker-group","period-status-badge"]},{"id":"period-picker-group","component":"Card","variant":"clear","direction":"row","align":"center","gap":"s","children":["period-label","period-select"]},{"id":"period-label","component":"Label","text":"Reporting Period:"},{"id":"period-select","component":"Select","name":"reportingPeriod","value":"q3_2024","items":["period-opt-curr-month","period-opt-q3","period-opt-ytd","period-opt-trailing-12m"]},{"id":"period-opt-curr-month","component":"SelectItem","value":"curr_month","label":"Current Month (Sep 2024)"},{"id":"period-opt-q3","component":"SelectItem","value":"q3_2024","label":"Q3 2024 (Jul - Sep)"},{"id":"period-opt-ytd","component":"SelectItem","value":"ytd","label":"Year-to-Date (2024)"},{"id":"period-opt-trailing-12m","component":"SelectItem","value":"t12m","label":"Trailing 12 Months"},{"id":"period-status-badge","component":"Badge","text":"Live Data • Updated 5m ago","variant":"secondary"},{"id":"kpi-summary-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["kpi-card-header","kpi-grid"]},{"id":"kpi-card-header","component":"CardHeader","title":"Key SaaS Metrics Overview","subtitle":"Core financial highlights and growth performance indicators."},{"id":"kpi-grid","component":"Card","variant":"clear","direction":"row","wrap":true,"gap":"m","children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]},{"id":"kpi-mrr","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["mrr-title","mrr-val","mrr-badge"]},{"id":"mrr-title","component":"Label","text":"1. Monthly Recurring Revenue"},{"id":"mrr-val","component":"Heading","text":"$248,500","level":"h2"},{"id":"mrr-badge","component":"Tag","text":"+6.4% vs last month","variant":"success","size":"sm"},{"id":"kpi-arr","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["arr-title","arr-val","arr-badge"]},{"id":"arr-title","component":"Label","text":"2. Annual Recurring Revenue"},{"id":"arr-val","component":"Heading","text":"$2.98M","level":"h2"},{"id":"arr-badge","component":"Tag","text":"Pacing to hit $3.2M EOY","variant":"info","size":"sm"},{"id":"kpi-churn","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["churn-title","churn-val","churn-badge"]},{"id":"churn-title","component":"Label","text":"3. Churn This Month"},{"id":"churn-val","component":"Heading","text":"1.2%","level":"h2"},{"id":"churn-badge","component":"Tag","text":"$3,100 MRR Lost (Target <1.5%)","variant":"success","size":"sm"},{"id":"kpi-nps","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["nps-title","nps-val","nps-badge"]},{"id":"nps-title","component":"Label","text":"10. Current NPS"},{"id":"nps-val","component":"Heading","text":"+58","level":"h2"},{"id":"nps-badge","component":"Tag","text":"420 Responses (72% Promoters)","variant":"neutral","size":"sm"},{"id":"tabs-analytics-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["analytics-tabs"]},{"id":"analytics-tabs","component":"Tabs","items":["tab-growth","tab-customers","tab-health","tab-features"]},{"id":"tab-growth","component":"TabItem","value":"growth","trigger":"Growth & Plans","content":["growth-tab-content"]},{"id":"growth-tab-content","component":"Card","variant":"clear","direction":"column","gap":"m","children":["growth-charts-row","plans-row"]},{"id":"growth-charts-row","component":"Card","variant":"clear","direction":"row","wrap":true,"gap":"m","children":["signups-card","utilization-card"]},{"id":"signups-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["signups-title","signups-chart"]},{"id":"signups-title","component":"CardHeader","title":"4. New Signups (Past 90 Days)","subtitle":"Total: 1,240 new signups across self-serve and enterprise sales."},{"id":"signups-chart","component":"AreaChart","labels":["Jul W1","Jul W3","Aug W1","Aug W3","Sep W1","Sep W3"],"series":["signups-series"],"xLabel":"Timeframe","yLabel":"New Signups"},{"id":"signups-series","component":"Series","category":"Signups","values":[85,110,135,160,140,180]},{"id":"utilization-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["util-title","util-progress-1","util-progress-2","util-progress-3","util-note"]},{"id":"util-title","component":"CardHeader","title":"12. Seat Utilization Across Company","subtitle":"Average seats allocated vs total active seats."},{"id":"util-progress-1","component":"Progress","value":84,"label":"Enterprise Plan Seats (8,400 / 10,000 active)"},{"id":"util-progress-2","component":"Progress","value":68,"label":"Pro Plan Seats (4,080 / 6,000 active)"},{"id":"util-progress-3","component":"Progress","value":42,"label":"Starter Plan Seats (1,260 / 3,000 active)"},{"id":"util-note","component":"TextCallout","variant":"info","title":"Seat Expansion Potential","description":"Over 25 Enterprise accounts are above 90% seat capacity and ready for expansion."},{"id":"plans-row","component":"Card","variant":"clear","direction":"row","wrap":true,"gap":"m","children":["plans-chart-card","plans-breakdown-table"]},{"id":"plans-chart-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["plans-title","plans-pie"]},{"id":"plans-title","component":"CardHeader","title":"5. Customers Split by Plan","subtitle":"Distribution across active tiers."},{"id":"plans-pie","component":"PieChart","labels":["Starter ($49)","Pro ($199)","Enterprise ($999+)"],"values":[450,310,85],"variant":"donut"},{"id":"plans-breakdown-table","component":"Table","columns":["col-plan-name","col-plan-count","col-plan-mrr"]},{"id":"col-plan-name","component":"Col","label":"Plan Tier","data":["Starter Tier","Pro Tier","Enterprise Tier","Custom Agency"],"type":"string"},{"col-plan-count","component":"Col","label":"Active Accounts","data":[450,310,85,12],"type":"number"},{"col-plan-mrr","component":"Col","label":"Combined MRR","data":["$22,050","$61,690","$149,760","$15,000"],"type":"string"},{"id":"tab-customers","component":"TabItem","value":"customers","trigger":"Top Customers","content":["top-customers-content"]},{"id":"top-customers-content","component":"Card","variant":"clear","direction":"column","gap":"m","children":["top-cust-header","top-cust-table"]},{"id":"top-cust-header","component":"CardHeader","title":"6. Ten Largest Customers","subtitle":"Key accounts ranked by MRR, total seats, and annual spend."},{"id":"top-cust-table","component":"Table","columns":["col-rank","col-cust-name","col-cust-plan","col-cust-seats","col-cust-mrr","col-cust-spend"]},{"id":"col-rank","component":"Col","label":"#","data":[1,2,3,4,5,6,7,8,9,10],"type":"number"},{"id":"col-cust-name","component":"Col","label":"Customer Name","data":["Acme Tech Corp","Global Logistics Inc","Apex Financial","Starlight Media","OmniHealth Systems","Nexus Cloud Solutions","Vortex Retail","Hyperion Data","BlueWave Energy","CyberGuard Tech"],"type":"string"},{"id":"col-cust-plan","component":"Col","label":"Current Tier","data":["Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Pro Annual","Enterprise","Pro Annual"],"type":"string"},{"id":"col-cust-seats","component":"Col","label":"Active Seats","data":[1250,980,850,720,650,500,450,380,350,300],"type":"number"},{"id":"col-cust-mrr","component":"Col","label":"Monthly Spend","data":["$18,500","$14,200","$12,000","$10,500","$9,200","$7,800","$6,500","$5,400","$5,100","$4,800"],"type":"string"},{"id":"col-cust-spend","component":"Col","label":"ARR Value","data":["$222,000","$170,400","$144,000","$126,000","$110,400","$93,600","$78,000","$64,800","$61,200","$57,600"],"type":"string"},{"id":"tab-health","component":"TabItem","value":"health","trigger":"At Risk & Billing Failures","content":["health-tab-content"]},{"id":"health-tab-content","component":"Card","variant":"clear","direction":"column","gap":"l","children":["at-risk-section","failed-payments-section"]},{"id":"at-risk-section","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["at-risk-header","at-risk-table"]},{"id":"at-risk-header","component":"CardHeader","title":"7. Accounts At Risk","subtitle":"Accounts flagged by health scoring due to drop in activity, pending cancellation, or champion departure."},{"id":"at-risk-table","component":"Table","columns":["col-risk-cust","col-risk-mrr","col-risk-score","col-risk-reason","col-risk-status"]},{"id":"col-risk-cust","component":"Col","label":"Account","data":["Skyline Analytics","Fintech Global","BioHealth Labs","CloudMatrix Inc","Prism Design Co"],"type":"string"},{"id":"col-risk-mrr","component":"Col","label":"At-Risk MRR","data":["$4,200","$3,800","$2,500","$1,900","$1,200"],"type":"string"},{"id":"col-risk-score","component":"Col","label":"Health Score","data":["28 / 100","34 / 100","39 / 100","41 / 100","45 / 100"],"type":"string"},{"id":"col-risk-reason","component":"Col","label":"Primary Reason for Risk","data":["Key Champion Left & Seat Activity Down 65%","Executive Sponsor Changed / RFP Issued","Integration Errors & Unresolved Tickets","Low License Utilization (<15% active)","Payment Disputes & Downgrade Request"],"type":"string"},{"id":"col-risk-status","component":"Col","label":"CSM Action","data":["CSM Outreach Scheduled","Executive QBR Requested","Engineering Escalation","Re-boarding Session Sent","Billing Review In Progress"],"type":"string"},{"id":"failed-payments-section","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["failed-pay-header","failed-alert","failed-pay-table"]},{"id":"failed-pay-header","component":"CardHeader","title":"8. Failed Payments & Billing Retries","subtitle":"Recent invoice charge failures requiring retry or manual dunning follow-up."},{"id":"failed-alert","component":"Alert","variant":"warning","title":"$8,350 in Uncollected MRR","description":"Automated dunning sequence is active. You can manually re-trigger card charges below."},{"id":"failed-pay-table","component":"Table","columns":["col-fail-cust","col-fail-amount","col-fail-date","col-fail-reason","col-fail-retry"]},{"id":"col-fail-cust","component":"Col","label":"Customer","data":["DataFlow Inc","BrightShift Labs","Zenith Software","Orbit Digital"],"type":"string"},{"id":"col-fail-amount","component":"Col","label":"Amount Due","data":["$3,200","$2,150","$1,800","$1,200"],"type":"string"},{"id":"col-fail-date","component":"Col","label":"Failed Date","data":["Sep 22, 2024","Sep 21, 2024","Sep 20, 2024","Sep 18, 2024"],"type":"string"},{"id":"col-fail-reason","component":"Col","label":"Error Reason","data":["Card Expired","Insufficient Funds","Generic Card Decline","Bank Security Hold"],"type":"string"},{"id":"col-fail-retry","component":"Col","label":"Manual Action","data":["Retry Charge Now","Retry Charge Now","Retry Charge Now","Retry Charge Now"],"type":"action"},{"id":"tab-features","component":"TabItem","value":"features","trigger":"Feature Adoption","content":["features-tab-content"]},{"id":"features-tab-content","component":"Card","variant":"clear","direction":"column","gap":"m","children":["features-header","features-chart","features-grid"]},{"id":"features-header","component":"CardHeader","title":"9. Adoption of Three Newest Features","subtitle":"Percentage of active accounts using newly released platform modules within 30 days of launch."},{"id":"features-chart","component":"BarChart","labels":["AI Workflow Builder (v2.4)","Custom Role RBAC (v2.3)","Automated Slack Alerts (v2.2)"],"series":["feature-adoption-series"],"xLabel":"Feature Release","yLabel":"Active Account Adoption (%)"},{"id":"feature-adoption-series","component":"Series","category":"Adoption Rate (%)","values":[68,42,81]},{"id":"features-grid","component":"Card","variant":"clear","direction":"row","wrap":true,"gap":"m","children":["feat-card-1","feat-card-2","feat-card-3"]},{"id":"feat-card-1","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["f1-tag","f1-title","f1-desc","f1-prog"]},{"id":"f1-tag","component":"Tag","text":"68% Adoption","variant":"success","size":"sm"},{"id":"f1-title","component":"Heading","text":"AI Workflow Builder","level":"h4"},{"id":"f1-desc","component":"TextContent","text":"574 / 845 eligible accounts enabled AI agent flows.","size":"small"},{"id":"f1-prog","component":"Progress","value":68},{"id":"feat-card-2","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["f2-tag","f2-title","f2-desc","f2-prog"]},{"id":"f2-tag","component":"Tag","text":"42% Adoption","variant":"warning","size":"sm"},{"id":"f2-title","component":"Heading","text":"Custom Role RBAC","level":"h4"},{"id":"f2-desc","component":"TextContent","text":"355 / 845 accounts configured enterprise security roles.","size":"small"},{"id":"f2-prog","component":"Progress","value":42},{"id":"feat-card-3","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["f3-tag","f3-title","f3-desc","f3-prog"]},{"id":"f3-tag","component":"Tag","text":"81% Adoption","variant":"success","size":"sm"},{"id":"f3-title","component":"Heading","text":"Automated Slack Alerts","level":"h4"},{"id":"f3-desc","component":"TextContent","text":"684 / 845 accounts connected active Slack webhooks.","size":"small"},{"id":"f3-prog","component":"Progress","value":81},{"id":"action-drawers-card","component":"Card","variant":"card","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m","children":["action-info-group","drawers-button-group"]},{"id":"action-info-group","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["action-heading","action-sub"]},{"id":"action-heading","component":"Heading","text":"Executive Actions & Logs","level":"h4"},{"id":"action-sub","component":"TextContent","text":"Inspect system event logs or manage automated dunning rules.","size":"small"},{"id":"drawers-button-group","component":"Card","variant":"clear","direction":"row","gap":"s","children":["audit-drawer","dunning-drawer"]},{"id":"audit-drawer","component":"DrawerBlock","triggerLabel":"View Audit Logs","title":"Admin Activity & System Logs","description":"Recent changes made by administrators across all accounts.","content":["audit-log-list"]},{"id":"audit-log-list","component":"ListBlock","variant":"number","items":["log-item-1","log-item-2","log-item-3"]},{"id":"log-item-1","component":"ListItem","title":"Invited Sarah Jenkins (sarah@company.com) as Finance Admin","subtitle":"2 hours ago by Super Admin"},{"id":"log-item-2","component":"ListItem","title":"Manual Payment Retry Triggered for DataFlow Inc ($3,200)","subtitle":"5 hours ago by Billing Bot"},{"id":"log-item-3","component":"ListItem","title":"Reporting period shifted to Q3 2024","subtitle":"1 day ago by Alex Rivera"},{"id":"dunning-drawer","component":"DrawerBlock","triggerLabel":"Configure Dunning Rules","title":"Automated Failed Payment Settings","description":"Manage retry schedules and grace period notifications for payment failures.","content":["dunning-switches"]},{"id":"dunning-switches","component":"SwitchGroup","name":"dunningSettings","items":["sw-1","sw-2","sw-3"]},{"id":"sw-1","component":"SwitchItem","name":"auto_retry","label":"Auto-retry failed cards every 3 days","description":"Automatically re-attempt payment up to 4 times over 12 days.","defaultChecked":true},{"id":"sw-2","component":"SwitchItem","name":"email_notif","label":"Send automated payment update emails","description":"Notify billing contact immediately upon payment failure.","defaultChecked":true},{"id":"sw-3","component":"SwitchItem","name":"auto_suspend","label":"Suspend account after 14 days of non-payment","description":"Downgrade account to read-only mode if invoice remains unpaid.","defaultChecked":false},{"id":"followup-suggestions","component":"FollowUpBlock","items":["followup-1","followup-2","followup-3"]},{"id":"followup-1","component":"FollowUpItem","text":"Export Q3 revenue and churn summary as CSV"},{"id":"followup-2","component":"FollowUpItem","text":"Send re-engagement campaign to 5 at-risk accounts"},{"id":"followup-3","component":"FollowUpItem","text":"Schedule expansion review for accounts over 90% seat utilization"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..06f19d8d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r1.txt
@@ -0,0 +1,1175 @@
+Here is a comprehensive, single-screen City Operations Center dashboard covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "City Operations Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-callouts",
+            "control-actions-card",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-sub-row"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Metropolitan Operations Center — Live Command Dashboard",
+          "level": "h1"
+        },
+        {
+          "id": "header-sub-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "weather-badge",
+            "district-selector-control"
+          ]
+        },
+        {
+          "id": "weather-badge",
+          "component": "Tag",
+          "text": "Weather: 22°C | Partly Cloudy | Wind: 12 km/h NW | Humidity: 58%",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "district-selector-control",
+          "component": "FormControl",
+          "label": "Focus District Area (Req #13)",
+          "input": "district-select",
+          "hint": "Filters command context"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "district_focus",
+          "placeholder": "All Districts (Citywide)",
+          "items": [
+            "district-opt-all",
+            "district-opt-downtown",
+            "district-opt-north",
+            "district-opt-east",
+            "district-opt-west",
+            "district-opt-south"
+          ]
+        },
+        {
+          "id": "district-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Districts (Citywide)"
+        },
+        {
+          "id": "district-opt-downtown",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown Core"
+        },
+        {
+          "id": "district-opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "North District"
+        },
+        {
+          "id": "district-opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "East District"
+        },
+        {
+          "id": "district-opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "West District"
+        },
+        {
+          "id": "district-opt-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "South District"
+        },
+        {
+          "id": "kpi-callouts",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "callout-congestion",
+            "callout-punctuality",
+            "callout-water",
+            "callout-parking",
+            "callout-backlog"
+          ]
+        },
+        {
+          "id": "callout-congestion",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Congestion Right Now",
+          "description": "74% Highway Capacity (High Traffic)"
+        },
+        {
+          "id": "callout-punctuality",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Transit Punctuality",
+          "description": "91.8% On-Time Performance"
+        },
+        {
+          "id": "callout-water",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Water Use Today",
+          "description": "142.5 MGal (Normal Seasonal Target)"
+        },
+        {
+          "id": "callout-parking",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "Downtown Parking",
+          "description": "18% Available (1,240 Spots)"
+        },
+        {
+          "id": "callout-backlog",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "Service Request Backlog",
+          "description": "1,284 Pending (+4% from yesterday)"
+        },
+        {
+          "id": "control-actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "control-actions-header",
+            "control-actions-row"
+          ]
+        },
+        {
+          "id": "control-actions-header",
+          "component": "CardHeader",
+          "title": "Quick Action Dispatch & Emergency Broadcast Controls",
+          "subtitle": "Trigger municipal crews and issue public alerts instantly"
+        },
+        {
+          "id": "control-actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "dispatch-dialog-block",
+            "alert-dialog-block"
+          ]
+        },
+        {
+          "id": "dispatch-dialog-block",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispatch Municipal Crew (Req #14)",
+          "triggerVariant": "default",
+          "title": "Dispatch Emergency / Maintenance Crew",
+          "description": "Assign field teams to active incidents or infrastructure repairs.",
+          "content": [
+            "dispatch-form"
+          ]
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatch_crew_form",
+          "fields": [
+            "fc-crew-type",
+            "fc-crew-district",
+            "fc-crew-priority"
+          ],
+          "buttons": "dispatch-btn-group"
+        },
+        {
+          "id": "fc-crew-type",
+          "component": "FormControl",
+          "label": "Crew Unit Type",
+          "input": "input-crew-type"
+        },
+        {
+          "id": "input-crew-type",
+          "component": "Select",
+          "name": "crew_type",
+          "placeholder": "Select team type...",
+          "items": [
+            "crew-opt-road",
+            "crew-opt-water",
+            "crew-opt-electrical",
+            "crew-opt-ems"
+          ]
+        },
+        {
+          "id": "crew-opt-road",
+          "component": "SelectItem",
+          "value": "roadwork",
+          "label": "Roads & Traffic Crew"
+        },
+        {
+          "id": "crew-opt-water",
+          "component": "SelectItem",
+          "value": "water",
+          "label": "Water & Utilities Crew"
+        },
+        {
+          "id": "crew-opt-electrical",
+          "component": "SelectItem",
+          "value": "power",
+          "label": "Grid & Electrical Response"
+        },
+        {
+          "id": "crew-opt-ems",
+          "component": "SelectItem",
+          "value": "first_responder",
+          "label": "Emergency First Response"
+        },
+        {
+          "id": "fc-crew-district",
+          "component": "FormControl",
+          "label": "Target District / Location",
+          "input": "input-crew-district"
+        },
+        {
+          "id": "input-crew-district",
+          "component": "Input",
+          "name": "crew_district",
+          "placeholder": "e.g., Downtown 5th Ave & Pine St"
+        },
+        {
+          "id": "fc-crew-priority",
+          "component": "FormControl",
+          "label": "Dispatch Priority Level",
+          "input": "input-crew-priority"
+        },
+        {
+          "id": "input-crew-priority",
+          "component": "RadioGroup",
+          "name": "crew_priority",
+          "defaultValue": "high",
+          "items": [
+            "prio-item-urgent",
+            "prio-item-high",
+            "prio-item-standard"
+          ]
+        },
+        {
+          "id": "prio-item-urgent",
+          "component": "RadioItem",
+          "value": "critical",
+          "label": "Code Red - Immediate Emergency",
+          "description": "Immediate lights-and-siren deployment"
+        },
+        {
+          "id": "prio-item-high",
+          "component": "RadioItem",
+          "value": "high",
+          "label": "High Priority",
+          "description": "Dispatch within 15 minutes"
+        },
+        {
+          "id": "prio-item-standard",
+          "component": "RadioItem",
+          "value": "standard",
+          "label": "Standard Queue",
+          "description": "Scheduled dispatch"
+        },
+        {
+          "id": "dispatch-btn-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-dispatch"
+          ]
+        },
+        {
+          "id": "btn-submit-dispatch",
+          "component": "Button",
+          "label": "Confirm & Dispatch Crew",
+          "variant": "primary"
+        },
+        {
+          "id": "alert-dialog-block",
+          "component": "DialogBlock",
+          "triggerLabel": "Broadcast Public Alert (Req #15)",
+          "triggerVariant": "destructive",
+          "title": "Broadcast Emergency Public Alert",
+          "description": "Send push notifications, SMS, and civil warning broadcasts across selected districts.",
+          "content": [
+            "alert-form"
+          ]
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "public_alert_form",
+          "fields": [
+            "fc-alert-title",
+            "fc-alert-severity",
+            "fc-alert-message"
+          ],
+          "buttons": "alert-btn-group"
+        },
+        {
+          "id": "fc-alert-title",
+          "component": "FormControl",
+          "label": "Alert Headline",
+          "input": "input-alert-title"
+        },
+        {
+          "id": "input-alert-title",
+          "component": "Input",
+          "name": "alert_title",
+          "placeholder": "e.g., Flash Flood Warning / Road Closure"
+        },
+        {
+          "id": "fc-alert-severity",
+          "component": "FormControl",
+          "label": "Alert Channel & Scope",
+          "input": "input-alert-severity"
+        },
+        {
+          "id": "input-alert-severity",
+          "component": "Select",
+          "name": "alert_scope",
+          "placeholder": "Select scope...",
+          "items": [
+            "alert-scope-city",
+            "alert-scope-downtown",
+            "alert-scope-north"
+          ]
+        },
+        {
+          "id": "alert-scope-city",
+          "component": "SelectItem",
+          "value": "citywide",
+          "label": "Citywide EAS & Push Notification"
+        },
+        {
+          "id": "alert-scope-downtown",
+          "component": "SelectItem",
+          "value": "downtown_only",
+          "label": "Downtown District Localized Alert"
+        },
+        {
+          "id": "alert-scope-north",
+          "component": "SelectItem",
+          "value": "north_only",
+          "label": "North District Localized Alert"
+        },
+        {
+          "id": "fc-alert-message",
+          "component": "FormControl",
+          "label": "Public Message Text",
+          "input": "input-alert-msg"
+        },
+        {
+          "id": "input-alert-msg",
+          "component": "TextArea",
+          "name": "alert_message",
+          "placeholder": "Enter exact message instructions to broadcast to citizens...",
+          "rows": 4
+        },
+        {
+          "id": "alert-btn-group",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-alert"
+          ]
+        },
+        {
+          "id": "btn-submit-alert",
+          "component": "Button",
+          "label": "SEND LIVE BROADCAST ALERT",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-incidents-emergency",
+            "tab-utilities-env",
+            "tab-traffic-parking",
+            "tab-citizens-events",
+            "tab-works-maint"
+          ]
+        },
+        {
+          "id": "tab-incidents-emergency",
+          "component": "TabItem",
+          "value": "incidents_tab",
+          "trigger": "Incidents & Emergency Deployment (Req #6, #7)",
+          "content": [
+            "incidents-card",
+            "deployments-card"
+          ]
+        },
+        {
+          "id": "incidents-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incidents-header",
+            "incidents-table"
+          ]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents (Location & Severity)",
+          "subtitle": "Real-time active incidents monitored by CAD system"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-type",
+            "col-inc-loc",
+            "col-inc-severity",
+            "col-inc-status"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "data": [
+            "INC-8091",
+            "INC-8094",
+            "INC-8098",
+            "INC-8102"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-inc-type",
+          "component": "Col",
+          "label": "Category",
+          "data": [
+            "Structure Fire",
+            "Water Main Break",
+            "Traffic Signal Outage",
+            "Medical Emergency"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-inc-loc",
+          "component": "Col",
+          "label": "Location",
+          "data": [
+            "Downtown - 4th Ave & Main St",
+            "North - Oakridge Way",
+            "East - Highway 102 Exit 4",
+            "West - Plaza Shopping Mall"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-inc-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": [
+            "CRITICAL (Level 1)",
+            "HIGH (Level 2)",
+            "MEDIUM (Level 3)",
+            "HIGH (Level 2)"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-inc-status",
+          "component": "Col",
+          "label": "Response Status",
+          "data": [
+            "Units On Scene",
+            "Crew En Route",
+            "Assigned",
+            "Units On Scene"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "deployments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "deployments-header",
+            "deployments-table"
+          ]
+        },
+        {
+          "id": "deployments-header",
+          "component": "CardHeader",
+          "title": "Emergency Vehicle Deployments",
+          "subtitle": "Active responder positions and operational statuses"
+        },
+        {
+          "id": "deployments-table",
+          "component": "Table",
+          "columns": [
+            "col-veh-unit",
+            "col-veh-type",
+            "col-veh-loc",
+            "col-veh-status",
+            "col-veh-eta"
+          ]
+        },
+        {
+          "id": "col-veh-unit",
+          "component": "Col",
+          "label": "Unit ID",
+          "data": [
+            "Engine 12",
+            "Medic 04",
+            "Patrol 208",
+            "Ladder 02",
+            "Rescue 01"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-veh-type",
+          "component": "Col",
+          "label": "Vehicle Type",
+          "data": [
+            "Fire Engine",
+            "Ambulance",
+            "Police Cruiser",
+            "Ladder Truck",
+            "Heavy Rescue"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-veh-loc",
+          "component": "Col",
+          "label": "Current Deployment Location",
+          "data": [
+            "4th Ave & Main St (Downtown)",
+            "Plaza Shopping Mall (West)",
+            "Downtown Sector Patrol",
+            "4th Ave & Main St (Downtown)",
+            "Staging Station 5"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-veh-status",
+          "component": "Col",
+          "label": "Status",
+          "data": [
+            "On Scene",
+            "Transporting",
+            "Patrolling",
+            "On Scene",
+            "Standby"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-veh-eta",
+          "component": "Col",
+          "label": "ETA / On Scene",
+          "data": [
+            "0 min (Active)",
+            "4 min to Hospital",
+            "Active",
+            "0 min (Active)",
+            "Immediate"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "tab-utilities-env",
+          "component": "TabItem",
+          "value": "util_env_tab",
+          "trigger": "Air Quality & Energy Trends (Req #3, #4)",
+          "content": [
+            "aqi-card",
+            "energy-card"
+          ]
+        },
+        {
+          "id": "aqi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "aqi-header",
+            "aqi-chart"
+          ]
+        },
+        {
+          "id": "aqi-header",
+          "component": "CardHeader",
+          "title": "Air Quality Index (AQI) by District",
+          "subtitle": "AQI levels: lower is better (0-50 Good, 51-100 Moderate, >100 Unhealthy)"
+        },
+        {
+          "id": "aqi-chart",
+          "component": "BarChart",
+          "xLabel": "City District",
+          "yLabel": "AQI Score",
+          "variant": "grouped",
+          "labels": [
+            "Downtown",
+            "North District",
+            "East Industrial",
+            "West Residential",
+            "South Port"
+          ],
+          "series": [
+            "series-aqi-pm25",
+            "series-aqi-no2"
+          ]
+        },
+        {
+          "id": "series-aqi-pm25",
+          "component": "Series",
+          "category": "PM2.5 Level",
+          "values": [
+            68,
+            38,
+            112,
+            42,
+            85
+          ]
+        },
+        {
+          "id": "series-aqi-no2",
+          "component": "Series",
+          "category": "NO2 Level",
+          "values": [
+            54,
+            28,
+            90,
+            30,
+            72
+          ]
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "energy-header",
+            "energy-chart"
+          ]
+        },
+        {
+          "id": "energy-header",
+          "component": "CardHeader",
+          "title": "Citywide Energy Use Over Past Week (MWh)",
+          "subtitle": "7-day power consumption breakdown across municipal grids"
+        },
+        {
+          "id": "energy-chart",
+          "component": "AreaChart",
+          "xLabel": "Day of Week",
+          "yLabel": "Megawatt Hours (MWh)",
+          "variant": "natural",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "series": [
+            "series-energy-grid"
+          ]
+        },
+        {
+          "id": "series-energy-grid",
+          "component": "Series",
+          "category": "Total Power Load",
+          "values": [
+            4200,
+            4450,
+            4380,
+            4600,
+            4800,
+            3900,
+            3650
+          ]
+        },
+        {
+          "id": "tab-traffic-parking",
+          "component": "TabItem",
+          "value": "traffic_parking_tab",
+          "trigger": "Traffic & Parking Details (Req #1, #2, #8)",
+          "content": [
+            "parking-card",
+            "transit-card"
+          ]
+        },
+        {
+          "id": "parking-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "parking-header",
+            "parking-pie-chart"
+          ]
+        },
+        {
+          "id": "parking-header",
+          "component": "CardHeader",
+          "title": "Downtown Parking Garage Availability",
+          "subtitle": "Live occupancy across central parking facilities"
+        },
+        {
+          "id": "parking-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Occupied Spots (5,650)",
+            "Available Spots (1,240)",
+            "Reserved / Permits (410)"
+          ],
+          "values": [
+            5650,
+            1240,
+            410
+          ]
+        },
+        {
+          "id": "transit-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "transit-header",
+            "transit-chart"
+          ]
+        },
+        {
+          "id": "transit-header",
+          "component": "CardHeader",
+          "title": "Transit Line On-Time Performance",
+          "subtitle": "Punctuality rates by transit mode"
+        },
+        {
+          "id": "transit-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "On-Time Rate %",
+          "yLabel": "Transit Line",
+          "variant": "grouped",
+          "labels": [
+            "Metro Line A (Red)",
+            "Metro Line B (Blue)",
+            "Downtown Tram Circular",
+            "Express Bus Corridor 1",
+            "Crosstown Bus Route 14"
+          ],
+          "series": [
+            "series-transit-punctuality"
+          ]
+        },
+        {
+          "id": "series-transit-punctuality",
+          "component": "Series",
+          "category": "Punctuality %",
+          "values": [
+            96,
+            92,
+            88,
+            84,
+            91
+          ]
+        },
+        {
+          "id": "tab-citizens-events",
+          "component": "TabItem",
+          "value": "citizens_events_tab",
+          "trigger": "Citizen Reports & Weekend Events (Req #9, #10)",
+          "content": [
+            "citizen-reports-card",
+            "events-card"
+          ]
+        },
+        {
+          "id": "citizen-reports-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "citizen-reports-header",
+            "citizen-reports-list"
+          ]
+        },
+        {
+          "id": "citizen-reports-header",
+          "component": "CardHeader",
+          "title": "Live Citizen Reports Stream (311 Ingestion)",
+          "subtitle": "Incoming issues reported via mobile app & hotline in real time"
+        },
+        {
+          "id": "citizen-reports-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "rep-item-1",
+            "rep-item-2",
+            "rep-item-3",
+            "rep-item-4"
+          ]
+        },
+        {
+          "id": "rep-item-1",
+          "component": "ListItem",
+          "title": "Large Pothole Blocking Right Lane",
+          "subtitle": "Submitted 2 mins ago — 3rd Ave & Market St (Downtown) — Photo attached",
+          "actionLabel": "Convert to Ticket"
+        },
+        {
+          "id": "rep-item-2",
+          "component": "ListItem",
+          "title": "Streetlight Outage near Park Entry",
+          "subtitle": "Submitted 6 mins ago — Elm Street (North District)",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "rep-item-3",
+          "component": "ListItem",
+          "title": "Illegal Dumping in Alleyway",
+          "subtitle": "Submitted 12 mins ago — 14th St Industrial Park (East District)",
+          "actionLabel": "Assign Sanitation"
+        },
+        {
+          "id": "rep-item-4",
+          "component": "ListItem",
+          "title": "Water Leak from Hydrant",
+          "subtitle": "Submitted 18 mins ago — Sunset Blvd (West District)",
+          "actionLabel": "Dispatch Water Team"
+        },
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "events-header",
+            "events-table"
+          ]
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "Public Events Scheduled This Weekend",
+          "subtitle": "Permitted gatherings, road impact, and crowd control requirements"
+        },
+        {
+          "id": "events-table",
+          "component": "Table",
+          "columns": [
+            "col-evt-name",
+            "col-evt-time",
+            "col-evt-loc",
+            "col-evt-crowd",
+            "col-evt-impact"
+          ]
+        },
+        {
+          "id": "col-evt-name",
+          "component": "Col",
+          "label": "Event Name",
+          "data": [
+            "City Marathon & 10K Run",
+            "Waterfront Food & Jazz Fest",
+            "Downtown Farmers Market",
+            "Stadium Concert (30k Attendance)"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-evt-time",
+          "component": "Col",
+          "label": "Date & Time",
+          "data": [
+            "Sat 06:00 - 13:00",
+            "Sat & Sun 12:00 - 22:00",
+            "Sun 08:00 - 14:00",
+            "Sat 19:30 - 23:00"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-evt-loc",
+          "component": "Col",
+          "label": "Location Zone",
+          "data": [
+            "Downtown & Riverfront Loop",
+            "East Pier Promenade",
+            "Central Plaza Square",
+            "South Arena District"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-evt-crowd",
+          "component": "Col",
+          "label": "Est. Attendance",
+          "data": [
+            "12,000",
+            "25,000",
+            "4,500",
+            "32,000"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-evt-impact",
+          "component": "Col",
+          "label": "Road Closures / Impact",
+          "data": [
+            "Major Closures (Main St, 4th Ave)",
+            "Local Lane Reductions",
+            "Plaza Pedestrian Zone Only",
+            "High Transit Density Planned"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "tab-works-maint",
+          "component": "TabItem",
+          "value": "works_maint_tab",
+          "trigger": "Roadworks & Maintenance Due (Req #16, #17)",
+          "content": [
+            "roadworks-card",
+            "maintenance-card"
+          ]
+        },
+        {
+          "id": "roadworks-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "roadworks-header",
+            "roadworks-table"
+          ]
+        },
+        {
+          "id": "roadworks-header",
+          "component": "CardHeader",
+          "title": "Roadworks Planned This Month",
+          "subtitle": "Major capital construction, resurfacing, and corridor upgrades"
+        },
+        {
+          "id": "roadworks-table",
+          "component": "Table",
+          "columns": [
+            "col-rw-proj",
+            "col-rw-corridor",
+            "col-rw-dates",
+            "col-rw-detour"
+          ]
+        },
+        {
+          "id": "col-rw-proj",
+          "component": "Col",
+          "label": "Project Name",
+          "data": [
+            "I-95 North Overpass Resurfacing",
+            "5th Ave Gas Pipeline Upgrade",
+            "Harbor Bridge Expansion Joint Repair",
+            "Westside Tram Extension Phase 2"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rw-corridor",
+          "component": "Col",
+          "label": "Affected Area",
+          "data": [
+            "North Exit 12-14",
+            "Downtown 5th Ave (Pine to Oak)",
+            "East-South Connector",
+            "West Parkway"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rw-dates",
+          "component": "Col",
+          "label": "Schedule Window",
+          "data": [
+            "Nov 02 - Nov 15",
+            "Nov 10 - Nov 28",
+            "Nov 18 - Nov 21",
+            "Nov 01 - Dec 10"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rw-detour",
+          "component": "Col",
+          "label": "Detour Active?",
+          "data": [
+            "Yes - Nightly Bypass",
+            "Yes - Single Lane Alternate",
+            "Yes - Full Weekend Closure",
+            "Partial Lane Shifts"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "maintenance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "maint-header",
+            "maint-table"
+          ]
+        },
+        {
+          "id": "maint-header",
+          "component": "CardHeader",
+          "title": "Infrastructure Asset Maintenance Due",
+          "subtitle": "Assets flagged for scheduled inspection or preventive maintenance"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": [
+            "col-maint-asset",
+            "col-maint-cat",
+            "col-maint-duedate",
+            "col-maint-health",
+            "col-maint-priority"
+          ]
+        },
+        {
+          "id": "col-maint-asset",
+          "component": "Col",
+          "label": "Asset ID & Name",
+          "data": [
+            "PUMP-STATION-04",
+            "BRIDGE-INSP-102",
+            "SUBSTATION-B-TRANS",
+            "TRAFFIC-CTRL-NODE-88",
+            "WATER-TOWER-SOUTH"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-cat",
+          "component": "Col",
+          "label": "Asset Type",
+          "data": [
+            "Stormwater Pump",
+            "Highway Bridge",
+            "Electrical Substation",
+            "Traffic Signal Hub",
+            "Reservoir Structure"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-duedate",
+          "component": "Col",
+          "label": "Maintenance Due Date",
+          "data": [
+            "OVERDUE (3 days)",
+            "Due Today",
+            "Due in 2 days",
+            "Due in 5 days",
+            "Due in 7 days"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-health",
+          "component": "Col",
+          "label": "Health Index Score",
+          "data": [
+            "62% (Warning)",
+            "74% (Fair)",
+            "81% (Good)",
+            "68% (Fair)",
+            "88% (Good)"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-priority",
+          "component": "Col",
+          "label": "Work Order Priority",
+          "data": [
+            "HIGH - Immediate Service",
+            "MEDIUM - Scheduled",
+            "MEDIUM - Scheduled",
+            "LOW - Inspection Only",
+            "LOW - Routine"
+          ],
+          "type": "string"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..87cc876da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r2.txt
@@ -0,0 +1,1112 @@
+Here is the City Operations Center dashboard covering all 17 requested features into a single, comprehensive monitoring and response interface.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "city-ops-center",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F52BA",
+      "agentDisplayName": "City Operations Command Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "city-ops-center",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "district-selector-card",
+          "kpi-metrics-row",
+          "ops-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "header-title",
+          "weather-badge"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Metropolitan Operations Command Center",
+        "subtitle": "Real-time Infrastructure, Public Safety, & Urban Services Monitor"
+      },
+      {
+        "id": "weather-badge",
+        "component": "Tag",
+        "text": "Weather: 72°F Sunny | Wind: 8 mph | Humidity: 45%",
+        "variant": "info",
+        "size": "lg"
+      },
+      {
+        "id": "district-selector-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "district-label",
+          "district-select"
+        ]
+      },
+      {
+        "id": "district-label",
+        "component": "TextContent",
+        "text": "**District Scope Filter:** Select a specific region to focus telemetry and operations data.",
+        "size": "small"
+      },
+      {
+        "id": "district-select",
+        "component": "Select",
+        "name": "districtScope",
+        "placeholder": "All Districts (City-Wide)",
+        "value": "all",
+        "items": [
+          "dist-all",
+          "dist-downtown",
+          "dist-north",
+          "dist-east",
+          "dist-west",
+          "dist-south"
+        ]
+      },
+      {
+        "id": "dist-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Districts (City-Wide)"
+      },
+      {
+        "id": "dist-downtown",
+        "component": "SelectItem",
+        "value": "downtown",
+        "label": "Downtown Metro Core"
+      },
+      {
+        "id": "dist-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North Industrial Corridor"
+      },
+      {
+        "id": "dist-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East Residential Suburbs"
+      },
+      {
+        "id": "dist-west",
+        "component": "SelectItem",
+        "value": "west",
+        "label": "West Waterfront & Tech Zone"
+      },
+      {
+        "id": "dist-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South Logistics Hub"
+      },
+      {
+        "id": "kpi-metrics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "card-kpi-1",
+          "card-kpi-2",
+          "card-kpi-3",
+          "card-kpi-4"
+        ]
+      },
+      {
+        "id": "card-kpi-1",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-1-header",
+          "kpi-1-value",
+          "kpi-1-progress"
+        ]
+      },
+      {
+        "id": "kpi-1-header",
+        "component": "Label",
+        "text": "Traffic Congestion Right Now"
+      },
+      {
+        "id": "kpi-1-value",
+        "component": "Heading",
+        "text": "68% Heavy",
+        "level": "h3"
+      },
+      {
+        "id": "kpi-1-progress",
+        "component": "Progress",
+        "value": 68,
+        "label": "Capacity load on primary arteries"
+      },
+      {
+        "id": "card-kpi-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-2-header",
+          "kpi-2-value",
+          "kpi-2-progress"
+        ]
+      },
+      {
+        "id": "kpi-2-header",
+        "component": "Label",
+        "text": "Transit Punctuality"
+      },
+      {
+        "id": "kpi-2-value",
+        "component": "Heading",
+        "text": "91.4% On-Time",
+        "level": "h3"
+      },
+      {
+        "id": "kpi-2-progress",
+        "component": "Progress",
+        "value": 91,
+        "label": "Bus & Light Rail compliance"
+      },
+      {
+        "id": "card-kpi-3",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-3-header",
+          "kpi-3-value",
+          "kpi-3-progress"
+        ]
+      },
+      {
+        "id": "kpi-3-header",
+        "component": "Label",
+        "text": "Water Use Today"
+      },
+      {
+        "id": "kpi-3-value",
+        "component": "Heading",
+        "text": "14.2 M gal",
+        "level": "h3"
+      },
+      {
+        "id": "kpi-3-progress",
+        "component": "Progress",
+        "value": 57,
+        "label": "57% of daily allocated reservoir reserve"
+      },
+      {
+        "id": "card-kpi-4",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-4-header",
+          "kpi-4-value",
+          "kpi-4-progress"
+        ]
+      },
+      {
+        "id": "kpi-4-header",
+        "component": "Label",
+        "text": "Downtown Parking Availability"
+      },
+      {
+        "id": "kpi-4-value",
+        "component": "Heading",
+        "text": "1,840 Spots Free",
+        "level": "h3"
+      },
+      {
+        "id": "kpi-4-progress",
+        "component": "Progress",
+        "value": 24,
+        "label": "24% vacant across garages A-F"
+      },
+      {
+        "id": "ops-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-incidents-emergency",
+          "tab-telemetry-env",
+          "tab-citizen-requests",
+          "tab-maintenance-works",
+          "tab-events-actions"
+        ]
+      },
+      {
+        "id": "tab-incidents-emergency",
+        "component": "TabItem",
+        "value": "tab1",
+        "trigger": "Incidents & Emergency Fleet",
+        "content": [
+          "incidents-emergency-container"
+        ]
+      },
+      {
+        "id": "incidents-emergency-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "open-incidents-card",
+          "emergency-vehicles-card"
+        ]
+      },
+      {
+        "id": "open-incidents-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "incidents-header",
+          "incidents-table"
+        ]
+      },
+      {
+        "id": "incidents-header",
+        "component": "CardHeader",
+        "title": "Open Incidents & Active Hazards",
+        "subtitle": "Real-time active emergency feeds requiring oversight"
+      },
+      {
+        "id": "incidents-table",
+        "component": "Table",
+        "columns": [
+          "inc-col-id",
+          "inc-col-type",
+          "inc-col-loc",
+          "inc-col-sev",
+          "inc-col-status"
+        ]
+      },
+      {
+        "id": "inc-col-id",
+        "component": "Col",
+        "label": "Incident ID",
+        "type": "string",
+        "data": ["INC-8902", "INC-8898", "INC-8895", "INC-8891"]
+      },
+      {
+        "id": "inc-col-type",
+        "component": "Col",
+        "label": "Type",
+        "type": "string",
+        "data": ["Water Main Burst", "Traffic Collision", "Power Substation Fault", "Gas Odor Report"]
+      },
+      {
+        "id": "inc-col-loc",
+        "component": "Col",
+        "label": "Location",
+        "type": "string",
+        "data": ["Downtown (4th & Elm)", "North Corridor Highway 101", "West Waterfront Substation B", "East Suburbs (Oak St)"]
+      },
+      {
+        "id": "inc-col-sev",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": ["CRITICAL", "HIGH", "HIGH", "MEDIUM"]
+      },
+      {
+        "id": "inc-col-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Crew Dispatched", "En Route", "Assessing", "Under Investigation"]
+      },
+      {
+        "id": "emergency-vehicles-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "fleet-header",
+          "fleet-table"
+        ]
+      },
+      {
+        "id": "fleet-header",
+        "component": "CardHeader",
+        "title": "Deployed Emergency Vehicles",
+        "subtitle": "GPS telemetry of deployed police, fire, and medical units"
+      },
+      {
+        "id": "fleet-table",
+        "component": "Table",
+        "columns": [
+          "fleet-col-unit",
+          "fleet-col-type",
+          "fleet-col-zone",
+          "fleet-col-eta"
+        ]
+      },
+      {
+        "id": "fleet-col-unit",
+        "component": "Col",
+        "label": "Unit Code",
+        "type": "string",
+        "data": ["ENG-12", "MED-04", "PAT-88", "RESCUE-01"]
+      },
+      {
+        "id": "fleet-col-type",
+        "component": "Col",
+        "label": "Vehicle Type",
+        "type": "string",
+        "data": ["Fire Engine", "Ambulance", "Police Cruiser", "Heavy Utility Truck"]
+      },
+      {
+        "id": "fleet-col-zone",
+        "component": "Col",
+        "label": "Current Sector",
+        "type": "string",
+        "data": ["Downtown Central", "North Sector", "East Sector", "Downtown Core"]
+      },
+      {
+        "id": "fleet-col-eta",
+        "component": "Col",
+        "label": "Assignment / Status",
+        "type": "string",
+        "data": ["On Scene (INC-8902)", "En Route (ETA 3m)", "Patrolling Sector 4", "En Route (ETA 6m)"]
+      },
+      {
+        "id": "tab-telemetry-env",
+        "component": "TabItem",
+        "value": "tab2",
+        "trigger": "Air Quality & Energy Telemetry",
+        "content": [
+          "telemetry-container"
+        ]
+      },
+      {
+        "id": "telemetry-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "air-quality-card",
+          "energy-chart-card"
+        ]
+      },
+      {
+        "id": "air-quality-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "aqi-header",
+          "aqi-chart"
+        ]
+      },
+      {
+        "id": "aqi-header",
+        "component": "CardHeader",
+        "title": "Air Quality Index (AQI) by District",
+        "subtitle": "Real-time particulate matter and ozone sensor readings"
+      },
+      {
+        "id": "aqi-chart",
+        "component": "HorizontalBarChart",
+        "labels": ["Downtown Core", "North Industrial", "East Residential", "West Waterfront", "South Logistics"],
+        "xLabel": "AQI Level (Lower is better)",
+        "yLabel": "District",
+        "series": [
+          "aqi-series-pm25"
+        ]
+      },
+      {
+        "id": "aqi-series-pm25",
+        "component": "Series",
+        "category": "AQI Score (PM2.5 / PM10)",
+        "values": [65, 112, 38, 42, 85]
+      },
+      {
+        "id": "energy-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "energy-header",
+          "energy-chart"
+        ]
+      },
+      {
+        "id": "energy-header",
+        "component": "CardHeader",
+        "title": "Municipal Energy Consumption (Past Week)",
+        "subtitle": "Gigawatt-hours (GWh) consumed city-wide per day"
+      },
+      {
+        "id": "energy-chart",
+        "component": "AreaChart",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+        "xLabel": "Day of Week",
+        "yLabel": "Power Grid Load (GWh)",
+        "variant": "natural",
+        "series": [
+          "energy-series-grid"
+        ]
+      },
+      {
+        "id": "energy-series-grid",
+        "component": "Series",
+        "category": "Grid Load (GWh)",
+        "values": [42.1, 45.3, 44.8, 46.2, 48.0, 39.5, 37.8]
+      },
+      {
+        "id": "tab-citizen-requests",
+        "component": "TabItem",
+        "value": "tab3",
+        "trigger": "Citizen Feed & Requests",
+        "content": [
+          "citizen-requests-container"
+        ]
+      },
+      {
+        "id": "citizen-requests-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "backlog-overview-card",
+          "incoming-reports-card"
+        ]
+      },
+      {
+        "id": "backlog-overview-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "backlog-text",
+          "backlog-chart"
+        ]
+      },
+      {
+        "id": "backlog-text",
+        "component": "CardHeader",
+        "title": "311 Service Request Backlog Status",
+        "subtitle": "Active pending tickets distribution across municipal departments (Total Pending: 1,420)"
+      },
+      {
+        "id": "backlog-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": ["Roads & Potholes", "Sanitation & Trash", "Streetlights", "Parks & Trees", "Water/Sewer"],
+        "values": [450, 320, 280, 220, 150]
+      },
+      {
+        "id": "incoming-reports-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "feed-header",
+          "citizen-reports-list"
+        ]
+      },
+      {
+        "id": "feed-header",
+        "component": "CardHeader",
+        "title": "Live Citizen 311 Stream",
+        "subtitle": "Incoming public mobile app & hotline reports"
+      },
+      {
+        "id": "citizen-reports-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "report-item-1",
+          "report-item-2",
+          "report-item-3",
+          "report-item-4"
+        ]
+      },
+      {
+        "id": "report-item-1",
+        "component": "ListItem",
+        "title": "Pothole hazard on 5th Ave",
+        "subtitle": "Reported 3m ago • Downtown • Photo attached",
+        "actionLabel": "Review & Dispatch"
+      },
+      {
+        "id": "report-item-2",
+        "component": "ListItem",
+        "title": "Traffic signal malfunctioning (flashing red)",
+        "subtitle": "Reported 7m ago • East Suburbs • High Priority",
+        "actionLabel": "Assign Signals Team"
+      },
+      {
+        "id": "report-item-3",
+        "component": "ListItem",
+        "title": "Fallen tree branch blocking sidewalk",
+        "subtitle": "Reported 14m ago • West Waterfront • Moderate Risk",
+        "actionLabel": "Queue Parks Crew"
+      },
+      {
+        "id": "report-item-4",
+        "component": "ListItem",
+        "title": "Illegal dumping in alleyway",
+        "subtitle": "Reported 22m ago • South Hub • Low Priority",
+        "actionLabel": "Schedule Sanitation"
+      },
+      {
+        "id": "tab-maintenance-works",
+        "component": "TabItem",
+        "value": "tab4",
+        "trigger": "Maintenance & Roadworks",
+        "content": [
+          "maintenance-container"
+        ]
+      },
+      {
+        "id": "maintenance-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "roadworks-card",
+          "infra-maintenance-card"
+        ]
+      },
+      {
+        "id": "roadworks-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "roadworks-header",
+          "roadworks-accordion"
+        ]
+      },
+      {
+        "id": "roadworks-header",
+        "component": "CardHeader",
+        "title": "Planned Roadworks This Month",
+        "subtitle": "Scheduled closures, repaving, and lane disruptions"
+      },
+      {
+        "id": "roadworks-accordion",
+        "component": "Accordion",
+        "items": [
+          "rw-item-1",
+          "rw-item-2",
+          "rw-item-3"
+        ]
+      },
+      {
+        "id": "rw-item-1",
+        "component": "AccordionItem",
+        "value": "rw1",
+        "trigger": "Main St Bridge Repaving & Seismic Retrofit (Oct 12 - Oct 25)",
+        "content": [
+          "rw-1-text"
+        ]
+      },
+      {
+        "id": "rw-1-text",
+        "component": "TextContent",
+        "text": "Full overnight closure from 22:00 to 05:00. Detours routed via Commerce Viaduct. Expect +15 min transit delays."
+      },
+      {
+        "id": "rw-item-2",
+        "component": "AccordionItem",
+        "value": "rw2",
+        "trigger": "North Freeway Lane Expansion - Mile Marker 14 to 18 (Oct 05 - Nov 10)",
+        "content": [
+          "rw-2-text"
+        ]
+      },
+      {
+        "id": "rw-2-text",
+        "component": "TextContent",
+        "text": "Right lane restricted for sound barrier construction and shoulder widening. Speed limit reduced to 45 mph."
+      },
+      {
+        "id": "rw-item-3",
+        "component": "AccordionItem",
+        "value": "rw3",
+        "trigger": "Waterfront Boulevard Water Utility Replacement (Oct 18 - Oct 22)",
+        "content": [
+          "rw-3-text"
+        ]
+      },
+      {
+        "id": "rw-3-text",
+        "component": "TextContent",
+        "text": "Intermittent single lane traffic controlled by automated signaling flaggers. Emergency access preserved."
+      },
+      {
+        "id": "infra-maintenance-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "infra-header",
+          "infra-table"
+        ]
+      },
+      {
+        "id": "infra-header",
+        "component": "CardHeader",
+        "title": "Infrastructure Maintenance Overdue & Upcoming",
+        "subtitle": "Asset inspection status and scheduled repairs"
+      },
+      {
+        "id": "infra-table",
+        "component": "Table",
+        "columns": [
+          "inf-col-asset",
+          "inf-col-type",
+          "inf-col-due",
+          "inf-col-health"
+        ]
+      },
+      {
+        "inf-col-asset": "inf-col-asset",
+        "id": "inf-col-asset",
+        "component": "Col",
+        "label": "Asset Name",
+        "type": "string",
+        "data": ["Pump Station #4", "Westside Substation Transformer B", "Highland Water Tower Valve", "Central Tunnel Vent Fan #2"]
+      },
+      {
+        "id": "inf-col-type",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": ["Water Management", "Electrical Grid", "Utility Distribution", "HVAC / Transit Safety"]
+      },
+      {
+        "id": "inf-col-due",
+        "component": "Col",
+        "label": "Maintenance Due Date",
+        "type": "string",
+        "data": ["OVERDUE (3 days)", "Due Tomorrow", "Due Oct 15", "Due Oct 20"]
+      },
+      {
+        "id": "inf-col-health",
+        "component": "Col",
+        "label": "Health Score",
+        "type": "string",
+        "data": ["62% - Needs Service", "78% - Warning", "89% - Fair", "94% - Good"]
+      },
+      {
+        "id": "tab-events-actions",
+        "component": "TabItem",
+        "value": "tab5",
+        "trigger": "Public Events & Dispatch Controls",
+        "content": [
+          "events-actions-container"
+        ]
+      },
+      {
+        "events-actions-container": "events-actions-container",
+        "id": "events-actions-container",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "events-card",
+          "dispatch-crew-card",
+          "public-alert-card"
+        ]
+      },
+      {
+        "id": "events-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "events-header",
+          "events-list"
+        ]
+      },
+      {
+        "id": "events-header",
+        "component": "CardHeader",
+        "title": "Public Events This Weekend",
+        "subtitle": "Expected crowd gatherings requiring traffic & security planning"
+      },
+      {
+        "id": "events-list",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "evt-1",
+          "evt-2",
+          "evt-3"
+        ]
+      },
+      {
+        "id": "evt-1",
+        "component": "ListItem",
+        "title": "City Marathon 2024 (Saturday 07:00 - 14:00)",
+        "subtitle": "Downtown & Waterfront • Est. Attendance: 25,000 • Major Road Closures",
+        "actionLabel": "View Traffic Plan"
+      },
+      {
+        "id": "evt-2",
+        "component": "ListItem",
+        "title": "Autumn Food Festival (Saturday - Sunday All Day)",
+        "subtitle": "East Park District • Est. Attendance: 10,000 • High Parking Demand",
+        "actionLabel": "View Transit Shuttles"
+      },
+      {
+        "id": "evt-3",
+        "component": "ListItem",
+        "title": "Starlight Concert at Civic Arena (Sunday 19:00 - 23:00)",
+        "subtitle": "Downtown Core • Est. Attendance: 18,000 • High Congestion Expected",
+        "actionLabel": "Deploy Traffic Units"
+      },
+      {
+        "id": "dispatch-crew-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "dispatch-header",
+          "dispatch-form"
+        ]
+      },
+      {
+        "id": "dispatch-header",
+        "component": "CardHeader",
+        "title": "Field Crew Dispatch Command",
+        "subtitle": "Assign municipal repair, emergency, or utility teams to targeted incidents"
+      },
+      {
+        "id": "dispatch-form",
+        "component": "Form",
+        "name": "crewDispatchForm",
+        "fields": [
+          "field-incident-select",
+          "field-crew-type",
+          "field-priority",
+          "field-notes"
+        ],
+        "buttons": "dispatch-buttons-group"
+      },
+      {
+        "id": "field-incident-select",
+        "component": "FormControl",
+        "label": "Target Incident / Infrastructure ID",
+        "hint": "Select an active ticket or location",
+        "input": "select-target-incident"
+      },
+      {
+        "id": "select-target-incident",
+        "component": "Select",
+        "name": "targetIncident",
+        "placeholder": "Choose target issue...",
+        "items": [
+          "opt-inc-1",
+          "opt-inc-2",
+          "opt-inc-3"
+        ]
+      },
+      {
+        "id": "opt-inc-1",
+        "component": "SelectItem",
+        "value": "INC-8902",
+        "label": "INC-8902: Water Main Burst (Downtown)"
+      },
+      {
+        "id": "opt-inc-2",
+        "component": "SelectItem",
+        "value": "INC-8898",
+        "label": "INC-8898: Traffic Collision (North Corridor)"
+      },
+      {
+        "id": "opt-inc-3",
+        "component": "SelectItem",
+        "value": "PUMP-4",
+        "label": "MAINT: Pump Station #4 Overdue Repair"
+      },
+      {
+        "id": "field-crew-type",
+        "component": "FormControl",
+        "label": "Crew Specialization",
+        "input": "select-crew-type"
+      },
+      {
+        "id": "select-crew-type",
+        "component": "Select",
+        "name": "crewType",
+        "placeholder": "Select team specialization...",
+        "items": [
+          "crew-water",
+          "crew-traffic",
+          "crew-electric",
+          "crew-hazmat"
+        ]
+      },
+      {
+        "id": "crew-water",
+        "component": "SelectItem",
+        "value": "water_utility",
+        "label": "Water & Utility Rapid Response"
+      },
+      {
+        "id": "crew-traffic",
+        "component": "SelectItem",
+        "value": "traffic_ops",
+        "label": "Traffic Signal & Road Ops"
+      },
+      {
+        "id": "crew-electric",
+        "component": "SelectItem",
+        "value": "electrical",
+        "label": "Grid & Electrical Maintenance"
+      },
+      {
+        "id": "crew-hazmat",
+        "component": "SelectItem",
+        "value": "hazmat",
+        "label": "Emergency Response / Hazmat"
+      },
+      {
+        "id": "field-priority",
+        "component": "FormControl",
+        "label": "Dispatch Priority",
+        "input": "select-priority"
+      },
+      {
+        "id": "select-priority",
+        "component": "Select",
+        "name": "priorityLevel",
+        "placeholder": "Set priority level...",
+        "items": [
+          "pri-p1",
+          "pri-p2",
+          "pri-p3"
+        ]
+      },
+      {
+        "id": "pri-p1",
+        "component": "SelectItem",
+        "value": "p1",
+        "label": "Priority 1 - Immediate Emergency (Lights & Siren)"
+      },
+      {
+        "id": "pri-p2",
+        "component": "SelectItem",
+        "value": "p2",
+        "label": "Priority 2 - Urgent (Sub-60 Minute Arrival)"
+      },
+      {
+        "id": "pri-p3",
+        "component": "SelectItem",
+        "value": "p3",
+        "label": "Priority 3 - Routine Shift Assignment"
+      },
+      {
+        "id": "field-notes",
+        "component": "FormControl",
+        "label": "Special Instructions for Dispatch",
+        "input": "textarea-dispatch-notes"
+      },
+      {
+        "id": "textarea-dispatch-notes",
+        "component": "TextArea",
+        "name": "dispatchNotes",
+        "placeholder": "Enter access codes, safe perimeter details, or crew safety notes...",
+        "rows": 2
+      },
+      {
+        "id": "dispatch-buttons-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-dispatch"
+        ]
+      },
+      {
+        "id": "btn-submit-dispatch",
+        "component": "Button",
+        "label": "Dispatch Crew Now",
+        "variant": "primary"
+      },
+      {
+        "id": "public-alert-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "alert-header",
+          "alert-form"
+        ]
+      },
+      {
+        "id": "alert-header",
+        "component": "CardHeader",
+        "title": "Broadcast Emergency Public Alert",
+        "subtitle": "Push immediate notifications to citizens via mobile app, SMS, and emergency broadcast"
+      },
+      {
+        "id": "alert-form",
+        "component": "Form",
+        "name": "publicAlertForm",
+        "fields": [
+          "field-alert-level",
+          "field-alert-target",
+          "field-alert-message"
+        ],
+        "buttons": "alert-buttons-group"
+      },
+      {
+        "id": "field-alert-level",
+        "component": "FormControl",
+        "label": "Alert Urgency Level",
+        "input": "select-alert-level"
+      },
+      {
+        "id": "select-alert-level",
+        "component": "Select",
+        "name": "alertLevel",
+        "placeholder": "Choose severity level...",
+        "items": [
+          "level-info",
+          "level-warn",
+          "level-crit"
+        ]
+      },
+      {
+        "id": "level-info",
+        "component": "SelectItem",
+        "value": "info",
+        "label": "Advisory / Informational"
+      },
+      {
+        "id": "level-warn",
+        "component": "SelectItem",
+        "value": "warning",
+        "label": "Warning (Traffic/Utility Disruption)"
+      },
+      {
+        "id": "level-crit",
+        "component": "SelectItem",
+        "value": "critical",
+        "label": "CRITICAL EMERGENCY (Severe Weather/Hazard)"
+      },
+      {
+        "id": "field-alert-target",
+        "component": "FormControl",
+        "label": "Target Region",
+        "input": "select-alert-target"
+      },
+      {
+        "id": "select-alert-target",
+        "component": "Select",
+        "name": "alertTargetRegion",
+        "placeholder": "Select targeted zone...",
+        "items": [
+          "tgt-all",
+          "tgt-downtown",
+          "tgt-north"
+        ]
+      },
+      {
+        "id": "tgt-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All City Districts"
+      },
+      {
+        "id": "tgt-downtown",
+        "component": "SelectItem",
+        "value": "downtown",
+        "label": "Downtown Core Only"
+      },
+      {
+        "id": "tgt-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North Corridor Only"
+      },
+      {
+        "id": "field-alert-message",
+        "component": "FormControl",
+        "label": "Public Broadcast Message",
+        "hint": "Keep clear and actionable for citizens",
+        "input": "textarea-alert-msg"
+      },
+      {
+        "id": "textarea-alert-msg",
+        "component": "TextArea",
+        "name": "alertMessageText",
+        "placeholder": "e.g., Water Main Break on 4th Ave. Expect delays and avoid the area between Elm and Pine.",
+        "rows": 3
+      },
+      {
+        "id": "alert-buttons-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-send-alert"
+        ]
+      },
+      {
+        "id": "btn-send-alert",
+        "component": "Button",
+        "label": "Broadcast Alert to Public",
+        "variant": "primary",
+        "type": "destructive"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..fd2e8ed32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r3.txt
@@ -0,0 +1,1045 @@
+I have generated a comprehensive UI dashboard for the City Operations Center that addresses all 17 requirements across structured tabs, dynamic filters, forms, and analytical charts.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "City Operations Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "control-panel-card",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-metrics-card"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Metropolitan Operations Command Center",
+          "subtitle": "Real-time citywide monitoring, incident response, & public safety"
+        },
+        {
+          "id": "header-metrics-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "wrap": true,
+          "children": [
+            "weather-badge",
+            "congestion-badge",
+            "transit-badge",
+            "water-badge",
+            "parking-badge"
+          ]
+        },
+        {
+          "id": "weather-badge",
+          "component": "Tag",
+          "text": "Weather: 72°F | Clear (Humidity 45%, Wind 8mph)",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "congestion-badge",
+          "component": "Tag",
+          "text": "Congestion: 68% (High)",
+          "variant": "warning",
+          "size": "lg"
+        },
+        {
+          "id": "transit-badge",
+          "component": "Tag",
+          "text": "Transit Punctuality: 91.4% On-Time",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "water-badge",
+          "component": "Tag",
+          "text": "Water Use Today: 42.1M Gal",
+          "variant": "neutral",
+          "size": "lg"
+        },
+        {
+          "id": "parking-badge",
+          "component": "Tag",
+          "text": "Downtown Parking: 24% Available",
+          "variant": "danger",
+          "size": "lg"
+        },
+        {
+          "id": "control-panel-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "wrap": true,
+          "children": [
+            "district-selector-form-control",
+            "quick-action-dialogs"
+          ]
+        },
+        {
+          "id": "district-selector-form-control",
+          "component": "FormControl",
+          "label": "Focus View on District",
+          "hint": "Filter all operational metrics and live feeds by municipal district",
+          "input": "district-select"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "selectedDistrict",
+          "placeholder": "Select District...",
+          "value": "all",
+          "items": [
+            "dist-all",
+            "dist-downtown",
+            "dist-north",
+            "dist-east",
+            "dist-west",
+            "dist-south"
+          ]
+        },
+        {
+          "id": "dist-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Districts (Citywide)"
+        },
+        {
+          "id": "dist-downtown",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "District 1: Downtown Central"
+        },
+        {
+          "id": "dist-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "District 2: North Hills"
+        },
+        {
+          "id": "dist-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "District 3: East River & Port"
+        },
+        {
+          "id": "dist-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "District 4: Westside Tech Corridor"
+        },
+        {
+          "id": "dist-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "District 5: South Industrial"
+        },
+        {
+          "id": "quick-action-dialogs",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "dispatch-dialog-block",
+            "alert-dialog-block"
+          ]
+        },
+        {
+          "id": "dispatch-dialog-block",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispatch Crew",
+          "triggerVariant": "default",
+          "title": "Dispatch Field Operations Crew",
+          "description": "Send a field response unit to an active incident or service request.",
+          "content": [
+            "dispatch-form"
+          ]
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatchForm",
+          "buttons": "dispatch-form-buttons",
+          "fields": [
+            "dispatch-unit-fc",
+            "dispatch-location-fc",
+            "dispatch-priority-fc",
+            "dispatch-notes-fc"
+          ]
+        },
+        {
+          "id": "dispatch-unit-fc",
+          "component": "FormControl",
+          "label": "Assign Unit Type",
+          "input": "dispatch-unit-select"
+        },
+        {
+          "id": "dispatch-unit-select",
+          "component": "Select",
+          "name": "unitType",
+          "placeholder": "Select Unit",
+          "items": [
+            "unit-road",
+            "unit-water",
+            "unit-electrical",
+            "unit-traffic",
+            "unit-hazmat"
+          ]
+        },
+        {
+          "id": "unit-road",
+          "component": "SelectItem",
+          "value": "road",
+          "label": "Road Maintenance Crew"
+        },
+        {
+          "id": "unit-water",
+          "component": "SelectItem",
+          "value": "water",
+          "label": "Water Utility Rapid Response"
+        },
+        {
+          "id": "unit-electrical",
+          "component": "SelectItem",
+          "value": "electrical",
+          "label": "Grid & Signal Repair Team"
+        },
+        {
+          "id": "unit-traffic",
+          "component": "SelectItem",
+          "value": "traffic",
+          "label": "Traffic Control Patrol"
+        },
+        {
+          "id": "unit-hazmat",
+          "component": "SelectItem",
+          "value": "hazmat",
+          "label": "Environmental Response Unit"
+        },
+        {
+          "id": "dispatch-location-fc",
+          "component": "FormControl",
+          "label": "Location / Incident ID",
+          "input": "dispatch-location-input"
+        },
+        {
+          "id": "dispatch-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., INC-4091 or 4th Ave & Main St"
+        },
+        {
+          "id": "dispatch-priority-fc",
+          "component": "FormControl",
+          "label": "Dispatch Priority",
+          "input": "dispatch-priority-select"
+        },
+        {
+          "id": "dispatch-priority-select",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select Priority",
+          "items": [
+            "p-high",
+            "p-med",
+            "p-low"
+          ]
+        },
+        {
+          "id": "p-high",
+          "component": "SelectItem",
+          "value": "urgent",
+          "label": "High / Emergency"
+        },
+        {
+          "id": "p-med",
+          "component": "SelectItem",
+          "value": "standard",
+          "label": "Standard Dispatch"
+        },
+        {
+          "id": "p-low",
+          "component": "SelectItem",
+          "value": "routine",
+          "label": "Routine / Scheduled"
+        },
+        {
+          "id": "dispatch-notes-fc",
+          "component": "FormControl",
+          "label": "Dispatch Instructions",
+          "input": "dispatch-notes-input"
+        },
+        {
+          "id": "dispatch-notes-input",
+          "component": "TextArea",
+          "name": "instructions",
+          "placeholder": "Enter specific instructions for the crew...",
+          "rows": 3
+        },
+        {
+          "id": "dispatch-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "dispatch-submit-btn"
+          ]
+        },
+        {
+          "id": "dispatch-submit-btn",
+          "component": "Button",
+          "label": "Send Dispatch Order",
+          "variant": "primary"
+        },
+        {
+          "id": "alert-dialog-block",
+          "component": "DialogBlock",
+          "triggerLabel": "Broadcast Public Alert",
+          "triggerVariant": "destructive",
+          "title": "Broadcast Emergency Public Alert",
+          "description": "Send immediate push alerts to mobile devices and local broadcast networks.",
+          "content": [
+            "alert-form"
+          ]
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "publicAlertForm",
+          "buttons": "alert-form-buttons",
+          "fields": [
+            "alert-type-fc",
+            "alert-district-fc",
+            "alert-msg-fc"
+          ]
+        },
+        {
+          "id": "alert-type-fc",
+          "component": "FormControl",
+          "label": "Alert Level",
+          "input": "alert-type-select"
+        },
+        {
+          "id": "alert-type-select",
+          "component": "Select",
+          "name": "alertLevel",
+          "placeholder": "Select Level",
+          "items": [
+            "lvl-info",
+            "lvl-warn",
+            "lvl-crit"
+          ]
+        },
+        {
+          "id": "lvl-info",
+          "component": "SelectItem",
+          "value": "info",
+          "label": "Advisory / Informational"
+        },
+        {
+          "id": "lvl-warn",
+          "component": "SelectItem",
+          "value": "warning",
+          "label": "Warning / Traffic Detour"
+        },
+        {
+          "id": "lvl-crit",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "Critical / Evacuation Notice"
+        },
+        {
+          "id": "alert-district-fc",
+          "component": "FormControl",
+          "label": "Target Region",
+          "input": "alert-district-select"
+        },
+        {
+          "id": "alert-district-select",
+          "component": "Select",
+          "name": "targetDistrict",
+          "placeholder": "Select District",
+          "items": [
+            "a-dist-all",
+            "a-dist-downtown",
+            "a-dist-north",
+            "a-dist-east",
+            "a-dist-west",
+            "a-dist-south"
+          ]
+        },
+        {
+          "id": "a-dist-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "Entire City"
+        },
+        {
+          "id": "a-dist-downtown",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "District 1: Downtown Central"
+        },
+        {
+          "id": "a-dist-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "District 2: North Hills"
+        },
+        {
+          "id": "a-dist-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "District 3: East River & Port"
+        },
+        {
+          "id": "a-dist-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "District 4: Westside Tech Corridor"
+        },
+        {
+          "id": "a-dist-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "District 5: South Industrial"
+        },
+        {
+          "id": "alert-msg-fc",
+          "component": "FormControl",
+          "label": "Broadcast Message",
+          "input": "alert-msg-input"
+        },
+        {
+          "id": "alert-msg-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Type public alert broadcast text here...",
+          "rows": 4
+        },
+        {
+          "id": "alert-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "alert-submit-btn"
+          ]
+        },
+        {
+          "id": "alert-submit-btn",
+          "component": "Button",
+          "label": "Transmit Public Alert",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-live-ops",
+            "tab-environmental",
+            "tab-citizens-backlog",
+            "tab-works-maintenance"
+          ]
+        },
+        {
+          "id": "tab-live-ops",
+          "component": "TabItem",
+          "value": "tab1",
+          "trigger": "Live Incidents & Deployments",
+          "content": [
+            "live-ops-card"
+          ]
+        },
+        {
+          "id": "live-ops-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incidents-heading",
+            "incidents-table",
+            "emergency-heading",
+            "emergency-table"
+          ]
+        },
+        {
+          "id": "incidents-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Active City Incidents (Real-time)"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-type",
+            "col-inc-loc",
+            "col-inc-dist",
+            "col-inc-sev"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": [
+            "INC-4091",
+            "INC-4092",
+            "INC-4093",
+            "INC-4094"
+          ]
+        },
+        {
+          "id": "col-inc-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "Water Main Break",
+            "Traffic Signal Failure",
+            "Minor Collision",
+            "Substation Surge"
+          ]
+        },
+        {
+          "id": "col-inc-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "4th Ave & Pine St",
+            "Grand Blvd Bypass",
+            "I-95 South Exit 12",
+            "7th St Power Hub"
+          ]
+        },
+        {
+          "id": "col-inc-dist",
+          "component": "Col",
+          "label": "District",
+          "type": "string",
+          "data": [
+            "Downtown",
+            "North Hills",
+            "East River",
+            "Westside"
+          ]
+        },
+        {
+          "id": "col-inc-sev",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "CRITICAL",
+            "MEDIUM",
+            "LOW",
+            "HIGH"
+          ]
+        },
+        {
+          "id": "emergency-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Emergency Vehicle Deployments"
+        },
+        {
+          "id": "emergency-table",
+          "component": "Table",
+          "columns": [
+            "col-veh-id",
+            "col-veh-type",
+            "col-veh-loc",
+            "col-veh-status",
+            "col-veh-eta"
+          ]
+        },
+        {
+          "id": "col-veh-id",
+          "component": "Col",
+          "label": "Unit ID",
+          "type": "string",
+          "data": [
+            "ENG-104",
+            "MED-202",
+            "PATROL-88",
+            "ENG-109"
+          ]
+        },
+        {
+          "id": "col-veh-type",
+          "component": "Col",
+          "label": "Vehicle Class",
+          "type": "string",
+          "data": [
+            "Fire Engine",
+            "Ambulance",
+            "Police Unit",
+            "Fire Engine"
+          ]
+        },
+        {
+          "id": "col-veh-loc",
+          "component": "Col",
+          "label": "Current Station / Location",
+          "type": "string",
+          "data": [
+            "En route to 4th Ave & Pine",
+            "Station 4 (On Standby)",
+            "Patrolling Sector B",
+            "En route to 7th St Hub"
+          ]
+        },
+        {
+          "id": "col-veh-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Deployed",
+            "Available",
+            "Active Patrol",
+            "Deployed"
+          ]
+        },
+        {
+          "id": "col-veh-eta",
+          "component": "Col",
+          "label": "ETA / Response",
+          "type": "string",
+          "data": [
+            "3 mins",
+            "N/A",
+            "Immediate",
+            "6 mins"
+          ]
+        },
+        {
+          "id": "tab-environmental",
+          "component": "TabItem",
+          "value": "tab2",
+          "trigger": "Air Quality & Utilities Trend",
+          "content": [
+            "env-card"
+          ]
+        },
+        {
+          "id": "env-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "aqi-heading",
+            "aqi-bar-chart",
+            "energy-heading",
+            "energy-line-chart"
+          ]
+        },
+        {
+          "id": "aqi-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Air Quality Index (AQI) by District"
+        },
+        {
+          "id": "aqi-bar-chart",
+          "component": "BarChart",
+          "labels": [
+            "Downtown",
+            "North Hills",
+            "East River",
+            "Westside",
+            "South Industrial"
+          ],
+          "variant": "grouped",
+          "xLabel": "Municipal District",
+          "yLabel": "AQI Level (US-AQI standard)",
+          "series": [
+            "series-aqi"
+          ]
+        },
+        {
+          "id": "series-aqi",
+          "component": "Series",
+          "category": "Current AQI Index",
+          "values": [
+            82,
+            38,
+            65,
+            42,
+            115
+          ]
+        },
+        {
+          "id": "energy-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Energy Consumption (Past 7 Days - GWh)"
+        },
+        {
+          "id": "energy-line-chart",
+          "component": "LineChart",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "variant": "natural",
+          "xLabel": "Day of Week",
+          "yLabel": "Electricity Usage (GWh)",
+          "series": [
+            "series-energy"
+          ]
+        },
+        {
+          "id": "series-energy",
+          "component": "Series",
+          "category": "Citywide Electrical Load",
+          "values": [
+            142,
+            148,
+            155,
+            150,
+            162,
+            135,
+            128
+          ]
+        },
+        {
+          "id": "tab-citizens-backlog",
+          "component": "TabItem",
+          "value": "tab3",
+          "trigger": "Citizen Feed & Services",
+          "content": [
+            "citizen-card"
+          ]
+        },
+        {
+          "id": "citizen-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "feed-heading",
+            "citizen-reports-list",
+            "backlog-heading",
+            "backlog-accordion"
+          ]
+        },
+        {
+          "id": "feed-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Incoming Live Citizen Reports"
+        },
+        {
+          "id": "citizen-reports-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "rep-item-1",
+            "rep-item-2",
+            "rep-item-3"
+          ]
+        },
+        {
+          "id": "rep-item-1",
+          "component": "ListItem",
+          "title": "Deep Pothole Hazard on 5th Ave",
+          "subtitle": "Reported 4 mins ago by Mobile App • District 1 (Downtown)",
+          "actionLabel": "Review Report"
+        },
+        {
+          "id": "rep-item-2",
+          "component": "ListItem",
+          "title": "Streetlight Outage near Central Park West",
+          "subtitle": "Reported 12 mins ago via 311 Call Center • District 2 (North Hills)",
+          "actionLabel": "Review Report"
+        },
+        {
+          "id": "rep-item-3",
+          "component": "ListItem",
+          "title": "Illegal Dumping behind Wharf Warehouse",
+          "subtitle": "Reported 25 mins ago via Portal • District 5 (South Industrial)",
+          "actionLabel": "Review Report"
+        },
+        {
+          "id": "backlog-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Service Request Backlog Summary"
+        },
+        {
+          "id": "backlog-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-sanitation",
+            "acc-roads",
+            "acc-parks"
+          ]
+        },
+        {
+          "id": "acc-sanitation",
+          "component": "AccordionItem",
+          "value": "sanitation",
+          "trigger": "Sanitation & Waste Management (142 Pending)",
+          "content": [
+            "acc-san-text"
+          ]
+        },
+        {
+          "id": "acc-san-text",
+          "component": "TextContent",
+          "text": "• High Priority: 18 Bulk Trash Collection requests\n• Medium Priority: 64 Missed Bin Pickups\n• Normal Priority: 60 Container Replacement requests"
+        },
+        {
+          "id": "acc-roads",
+          "component": "AccordionItem",
+          "value": "roads",
+          "trigger": "Roads & Infrastructure Repair (89 Pending)",
+          "content": [
+            "acc-road-text"
+          ]
+        },
+        {
+          "id": "acc-road-text",
+          "component": "TextContent",
+          "text": "• High Priority: 12 Asphalt Potholes\n• Medium Priority: 41 Guardrail Repairs\n• Normal Priority: 36 Sidewalk Maintenance items"
+        },
+        {
+          "id": "acc-parks",
+          "component": "AccordionItem",
+          "value": "parks",
+          "trigger": "Parks & Public Trees (34 Pending)",
+          "content": [
+            "acc-park-text"
+          ]
+        },
+        {
+          "id": "acc-park-text",
+          "component": "TextContent",
+          "text": "• High Priority: 4 Storm-Damaged Tree Branches\n• Medium Priority: 15 Irrigation Leaks\n• Normal Priority: 15 General Lawn Maintenance tasks"
+        },
+        {
+          "id": "tab-works-maintenance",
+          "component": "TabItem",
+          "value": "tab4",
+          "trigger": "Roadworks, Events & Maintenance",
+          "content": [
+            "works-card"
+          ]
+        },
+        {
+          "id": "works-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "events-heading",
+            "events-list",
+            "roadworks-heading",
+            "roadworks-table",
+            "maintenance-heading",
+            "maintenance-table"
+          ]
+        },
+        {
+          "id": "events-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Public Events This Weekend"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "evt-item-1",
+            "evt-item-2"
+          ]
+        },
+        {
+          "id": "evt-item-1",
+          "component": "ListItem",
+          "title": "Annual Waterfront Marathon (Sat 6:00 AM - 2:00 PM)",
+          "subtitle": "Downtown & East River • Expected Attendance: 25,000 • Street Closures Active",
+          "actionLabel": "View Closure Map"
+        },
+        {
+          "id": "evt-item-2",
+          "component": "ListItem",
+          "title": "Downtown Food & Music Festival (Sat-Sun All Day)",
+          "subtitle": "Central Plaza • Expected Attendance: 15,000 • Transit Extra Capacity Enabled",
+          "actionLabel": "View Logistics"
+        },
+        {
+          "id": "roadworks-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Planned Roadworks This Month"
+        },
+        {
+          "id": "roadworks-table",
+          "component": "Table",
+          "columns": [
+            "col-rw-project",
+            "col-rw-loc",
+            "col-rw-dates",
+            "col-rw-impact"
+          ]
+        },
+        {
+          "id": "col-rw-project",
+          "component": "Col",
+          "label": "Project Name",
+          "type": "string",
+          "data": [
+            "Bridge Retrofit",
+            "Water Main Renewal",
+            "Resurfacing Phase 2"
+          ]
+        },
+        {
+          "id": "col-rw-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "East River Suspension Bridge",
+            "North Hills Ave (3rd to 8th)",
+            "Westside Expressway"
+          ]
+        },
+        {
+          "id": "col-rw-dates",
+          "component": "Col",
+          "label": "Schedule",
+          "type": "string",
+          "data": [
+            "Oct 5 - Oct 20",
+            "Oct 12 - Oct 28",
+            "Oct 18 - Nov 02"
+          ]
+        },
+        {
+          "id": "col-rw-impact",
+          "component": "Col",
+          "label": "Traffic Impact",
+          "type": "string",
+          "data": [
+            "Lane Reduction (1 Lane)",
+            "Nightly Detour",
+            "Full Overnight Closure"
+          ]
+        },
+        {
+          "id": "maintenance-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Infrastructure Maintenance Due"
+        },
+        {
+          "id": "maintenance-table",
+          "component": "Table",
+          "columns": [
+            "col-maint-asset",
+            "col-maint-type",
+            "col-maint-due",
+            "col-maint-status"
+          ]
+        },
+        {
+          "id": "col-maint-asset",
+          "component": "Col",
+          "label": "Asset Name",
+          "type": "string",
+          "data": [
+            "Substation B Transformer",
+            "Pump Station #4",
+            "Harbor Traffic Light Sensors"
+          ]
+        },
+        {
+          "id": "col-maint-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Power Grid",
+            "Water System",
+            "Traffic Infrastructure"
+          ]
+        },
+        {
+          "id": "col-maint-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": [
+            "Overdue (2 Days)",
+            "Due Tomorrow",
+            "Due Next Week"
+          ]
+        },
+        {
+          "id": "col-maint-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Scheduled",
+            "Pending Crew",
+            "Inspection Assigned"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..8461d3c9d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-city__r4.txt
@@ -0,0 +1,1399 @@
+Here is the complete City Operations Center dashboard covering all 17 required data streams and operational controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "City Operations Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-main"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "controls-card"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Metropolitan City Operations Center",
+          "subtitle": "Live telemetry, incident management, regional monitoring, and public dispatches."
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "control-district-form",
+            "control-actions-buttons"
+          ]
+        },
+        {
+          "id": "control-district-form",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "district-control"
+          ]
+        },
+        {
+          "id": "district-control",
+          "component": "FormControl",
+          "label": "13. Focus District View",
+          "hint": "Filter real-time telemetry by district",
+          "input": "district-select"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "district_filter",
+          "placeholder": "Select District...",
+          "items": [
+            "dist-opt-all",
+            "dist-opt-dt",
+            "dist-opt-north",
+            "dist-opt-west",
+            "dist-opt-east",
+            "dist-opt-harbor"
+          ],
+          "value": "all"
+        },
+        {
+          "id": "dist-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All City Districts (Metropolitan Area)"
+        },
+        {
+          "id": "dist-opt-dt",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "District 1 - Downtown Core"
+        },
+        {
+          "id": "dist-opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "District 2 - North Residential"
+        },
+        {
+          "id": "dist-opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "District 3 - West Tech Corridor"
+        },
+        {
+          "id": "dist-opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "District 4 - East Industrial Zone"
+        },
+        {
+          "id": "dist-opt-harbor",
+          "component": "SelectItem",
+          "value": "harbor",
+          "label": "District 5 - Harbor & Logistics"
+        },
+        {
+          "id": "control-actions-buttons",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "dispatch-dialog",
+            "alert-dialog"
+          ]
+        },
+        {
+          "id": "dispatch-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "14. Dispatch Emergency Crew",
+          "triggerVariant": "default",
+          "title": "14. Dispatch Field Unit / Emergency Crew",
+          "description": "Select unit, emergency type, and assignment location.",
+          "content": [
+            "dispatch-form"
+          ]
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatch_form",
+          "fields": [
+            "field-crew-type",
+            "field-location",
+            "field-priority",
+            "field-notes"
+          ],
+          "buttons": "dispatch-submit-buttons"
+        },
+        {
+          "id": "field-crew-type",
+          "component": "FormControl",
+          "label": "Crew Type",
+          "input": "crew-select"
+        },
+        {
+          "id": "crew-select",
+          "component": "Select",
+          "name": "crew_type",
+          "placeholder": "Select service type",
+          "items": [
+            "crew-opt-fire",
+            "crew-opt-ems",
+            "crew-opt-police",
+            "crew-opt-water",
+            "crew-opt-traffic"
+          ]
+        },
+        {
+          "id": "crew-opt-fire",
+          "component": "SelectItem",
+          "value": "fire",
+          "label": "Fire & Rescue Team"
+        },
+        {
+          "id": "crew-opt-ems",
+          "component": "SelectItem",
+          "value": "ems",
+          "label": "Paramedic / Ambulance (EMS)"
+        },
+        {
+          "id": "crew-opt-police",
+          "component": "SelectItem",
+          "value": "police",
+          "label": "Police Patrol"
+        },
+        {
+          "id": "crew-opt-water",
+          "component": "SelectItem",
+          "value": "water",
+          "label": "Water Utility Repair Crew"
+        },
+        {
+          "id": "crew-opt-traffic",
+          "component": "SelectItem",
+          "value": "traffic",
+          "label": "Traffic & Signals Response Unit"
+        },
+        {
+          "id": "field-location",
+          "component": "FormControl",
+          "label": "Dispatch Location / Address",
+          "input": "crew-location-input"
+        },
+        {
+          "id": "crew-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., 5th Ave & Pine St, Downtown"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "crew-priority-select"
+        },
+        {
+          "id": "crew-priority-select",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": [
+            "p-opt-high",
+            "p-opt-med",
+            "p-opt-low"
+          ]
+        },
+        {
+          "id": "p-opt-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "Priority 1 - Urgent Response"
+        },
+        {
+          "id": "p-opt-med",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Priority 2 - Standard Dispatch"
+        },
+        {
+          "id": "p-opt-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Priority 3 - Non-Emergency"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Dispatch Instructions",
+          "input": "crew-notes-text"
+        },
+        {
+          "id": "crew-notes-text",
+          "component": "TextArea",
+          "name": "instructions",
+          "placeholder": "Enter tactical details or dispatch instructions...",
+          "rows": 3
+        },
+        {
+          "id": "dispatch-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-confirm-dispatch"
+          ]
+        },
+        {
+          "id": "btn-confirm-dispatch",
+          "component": "Button",
+          "label": "Confirm & Transmit Dispatch Order",
+          "variant": "primary"
+        },
+        {
+          "id": "alert-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "15. Send Public Alert",
+          "triggerVariant": "destructive",
+          "title": "15. Emergency Public Alert System Broadcast",
+          "description": "Broadcast an urgent alert message to citizen mobile devices and emergency displays.",
+          "content": [
+            "alert-form"
+          ]
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "public_alert_form",
+          "fields": [
+            "field-alert-level",
+            "field-alert-channels",
+            "field-alert-message"
+          ],
+          "buttons": "alert-submit-buttons"
+        },
+        {
+          "id": "field-alert-level",
+          "component": "FormControl",
+          "label": "Alert Severity Category",
+          "input": "alert-level-select"
+        },
+        {
+          "id": "alert-level-select",
+          "component": "Select",
+          "name": "alert_level",
+          "placeholder": "Select severity level",
+          "items": [
+            "a-opt-critical",
+            "a-opt-warning",
+            "a-opt-info"
+          ]
+        },
+        {
+          "id": "a-opt-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "CRITICAL - Immediate Threat to Safety / Shelter in Place"
+        },
+        {
+          "id": "a-opt-warning",
+          "component": "SelectItem",
+          "value": "warning",
+          "label": "WARNING - Traffic Advisory / Severe Weather"
+        },
+        {
+          "id": "a-opt-info",
+          "component": "SelectItem",
+          "value": "info",
+          "label": "ADVISORY - Public Utility Notice"
+        },
+        {
+          "id": "field-alert-channels",
+          "component": "FormControl",
+          "label": "Distribution Channels",
+          "input": "alert-channels-group"
+        },
+        {
+          "id": "alert-channels-group",
+          "component": "CheckBoxGroup",
+          "name": "channels",
+          "items": [
+            "chk-cell-push",
+            "chk-digital-signage",
+            "chk-social-feed"
+          ]
+        },
+        {
+          "id": "chk-cell-push",
+          "component": "CheckBoxItem",
+          "name": "cell_push",
+          "label": "Cellular Emergency Push (WEA)",
+          "description": "Send audible alert to all mobile phones in geo-fence area.",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-digital-signage",
+          "component": "CheckBoxItem",
+          "name": "digital_signage",
+          "label": "Highway VMS & Transit Display Signs",
+          "description": "Override public signs across expressway network.",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-social-feed",
+          "component": "CheckBoxItem",
+          "name": "social_feed",
+          "label": "City Web Portal & Official Feeds",
+          "description": "Publish directly to city disaster portal.",
+          "defaultChecked": true
+        },
+        {
+          "id": "field-alert-message",
+          "component": "FormControl",
+          "label": "Public Alert Message Text",
+          "input": "alert-msg-input"
+        },
+        {
+          "id": "alert-msg-input",
+          "component": "TextArea",
+          "name": "alert_message",
+          "placeholder": "Type public alert message (max 160 characters)...",
+          "rows": 3,
+          "value": "EMERGENCY ALERT: Water main break near Downtown 4th Ave. Expect major road closures and reduced water pressure until 18:00."
+        },
+        {
+          "id": "alert-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-confirm-alert"
+          ]
+        },
+        {
+          "id": "btn-confirm-alert",
+          "component": "Button",
+          "label": "Broadcast Public Alert System-Wide",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-traffic-emergency",
+            "tab-environment-utilities",
+            "tab-civic-maintenance"
+          ]
+        },
+        {
+          "id": "tab-traffic-emergency",
+          "component": "TabItem",
+          "value": "traffic_emergency",
+          "trigger": "Traffic & Emergency Ops",
+          "content": [
+            "card-traffic-emergency-container"
+          ]
+        },
+        {
+          "id": "card-traffic-emergency-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "row-top-kpis",
+            "row-incidents-vehicles",
+            "row-parking-events"
+          ]
+        },
+        {
+          "id": "row-top-kpis",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-kpi-weather",
+            "card-kpi-congestion",
+            "card-kpi-punctuality"
+          ]
+        },
+        {
+          "id": "card-kpi-weather",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "hdr-weather",
+            "txt-weather-temp",
+            "badge-weather-cond",
+            "txt-weather-details"
+          ]
+        },
+        {
+          "id": "hdr-weather",
+          "component": "CardHeader",
+          "title": "12. Current Weather",
+          "subtitle": "Metropolitan Observation Station"
+        },
+        {
+          "id": "txt-weather-temp",
+          "component": "Heading",
+          "level": "h1",
+          "text": "72°F / 22°C"
+        },
+        {
+          "id": "badge-weather-cond",
+          "component": "Badge",
+          "text": "Partly Cloudy • Wind SW 8 mph",
+          "variant": "secondary"
+        },
+        {
+          "id": "txt-weather-details",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Humidity: 58% | Barometer: 29.92 in | Visibility: 10 mi | Air Quality Index: Moderate (64)"
+        },
+        {
+          "id": "card-kpi-congestion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "hdr-congestion",
+            "txt-congestion-value",
+            "prog-congestion",
+            "txt-congestion-note"
+          ]
+        },
+        {
+          "id": "hdr-congestion",
+          "component": "CardHeader",
+          "title": "1. Congestion Right Now",
+          "subtitle": "Expressway & Major Arterials"
+        },
+        {
+          "id": "txt-congestion-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "68% Flow Delay"
+        },
+        {
+          "id": "prog-congestion",
+          "component": "Progress",
+          "value": 68,
+          "label": "Heavy Traffic Density on I-95 & Downtown Arterials"
+        },
+        {
+          "id": "txt-congestion-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "+12% vs. typical Tuesday rush hour. Peak bottlenecks at 4th Ave & Expressway Exit 12."
+        },
+        {
+          "id": "card-kpi-punctuality",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "hdr-punctuality",
+            "txt-punctuality-value",
+            "prog-punctuality",
+            "txt-punctuality-breakdown"
+          ]
+        },
+        {
+          "id": "hdr-punctuality",
+          "component": "CardHeader",
+          "title": "2. Transit Punctuality",
+          "subtitle": "Bus, Metro Rail, & Tram Fleet"
+        },
+        {
+          "id": "txt-punctuality-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "91.4% On-Time"
+        },
+        {
+          "id": "prog-punctuality",
+          "component": "Progress",
+          "value": 91,
+          "label": "System-wide Transit Schedule Adherence"
+        },
+        {
+          "id": "txt-punctuality-breakdown",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Metro Rail: 98% • Light Rail: 94% • City Buses: 86% (Delayed by downtown congestion)"
+        },
+        {
+          "id": "row-incidents-vehicles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-open-incidents",
+            "card-emergency-vehicles"
+          ]
+        },
+        {
+          "id": "card-open-incidents",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-incidents",
+            "tbl-incidents"
+          ]
+        },
+        {
+          "id": "hdr-incidents",
+          "component": "CardHeader",
+          "title": "6. Open Incidents",
+          "subtitle": "Active CAD tickets, priority status, and exact locations"
+        },
+        {
+          "id": "tbl-incidents",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-type",
+            "col-inc-loc",
+            "col-inc-sev",
+            "col-inc-time"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": [
+            "INC-8821",
+            "INC-8824",
+            "INC-8827",
+            "INC-8830"
+          ]
+        },
+        {
+          "id": "col-inc-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "Vehicle Collision (2-car)",
+            "Water Main Failure",
+            "Traffic Signal Outage",
+            "Structure Fire"
+          ]
+        },
+        {
+          "id": "col-inc-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "4th Ave & Pine St (Downtown)",
+            "7th St & Market Ave (East)",
+            "Route 101 Ramp (West)",
+            "1208 Harbor Blvd (Harbor)"
+          ]
+        },
+        {
+          "id": "col-inc-sev",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "High (Priority 1)",
+            "Critical (Priority 1)",
+            "Medium (Priority 2)",
+            "High (Priority 1)"
+          ]
+        },
+        {
+          "id": "col-inc-time",
+          "component": "Col",
+          "label": "Elapsed",
+          "type": "string",
+          "data": [
+            "14 mins",
+            "28 mins",
+            "45 mins",
+            "8 mins"
+          ]
+        },
+        {
+          "id": "card-emergency-vehicles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-emergency-vehicles",
+            "list-emergency-vehicles"
+          ]
+        },
+        {
+          "id": "hdr-emergency-vehicles",
+          "component": "CardHeader",
+          "title": "7. Emergency Vehicle Deployments",
+          "subtitle": "Live GPS positioning of active responder units"
+        },
+        {
+          "id": "list-emergency-vehicles",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "unit-1",
+            "unit-2",
+            "unit-3",
+            "unit-4"
+          ]
+        },
+        {
+          "id": "unit-1",
+          "component": "ListItem",
+          "title": "Engine 12 & Ladder 4 (Fire Dept)",
+          "subtitle": "En Route to 1208 Harbor Blvd • ETA 2 mins • Status: Dispatched Code 3",
+          "actionLabel": "Tracking"
+        },
+        {
+          "id": "unit-2",
+          "component": "ListItem",
+          "title": "Medic Ambulance Unit 09",
+          "subtitle": "On Scene at 4th Ave & Pine St • Status: Treating Casualties",
+          "actionLabel": "On Scene"
+        },
+        {
+          "id": "unit-3",
+          "component": "ListItem",
+          "title": "Police Patrol Units 201 & 204",
+          "subtitle": "Perimeter Control at 4th Ave & Pine St • Status: Traffic Diversion Active",
+          "actionLabel": "On Scene"
+        },
+        {
+          "id": "unit-4",
+          "component": "ListItem",
+          "title": "Water Utility Rapid Response Truck W-3",
+          "subtitle": "En Route to 7th St & Market Ave • ETA 8 mins • Status: Dispatched Priority 1",
+          "actionLabel": "Tracking"
+        },
+        {
+          "id": "row-parking-events",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-parking-avail",
+            "card-public-events"
+          ]
+        },
+        {
+          "id": "card-parking-avail",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "hdr-parking",
+            "chart-parking",
+            "tag-parking-info"
+          ]
+        },
+        {
+          "id": "hdr-parking",
+          "component": "CardHeader",
+          "title": "8. Parking Availability Downtown",
+          "subtitle": "Real-time occupancy across municipal garages & street zones"
+        },
+        {
+          "id": "chart-parking",
+          "component": "BarChart",
+          "labels": [
+            "Central Garage",
+            "Civic Center Plaza",
+            "Financial District Garage",
+            "Market St Meters",
+            "Waterfront Lot"
+          ],
+          "series": [
+            "series-park-avail",
+            "series-park-occ"
+          ],
+          "variant": "stacked",
+          "xLabel": "Garage / Zone",
+          "yLabel": "Total Capacity (Spaces)"
+        },
+        {
+          "id": "series-park-avail",
+          "component": "Series",
+          "category": "Available Spaces",
+          "values": [
+            120,
+            45,
+            310,
+            28,
+            180
+          ]
+        },
+        {
+          "id": "series-park-occ",
+          "component": "Series",
+          "category": "Occupied Spaces",
+          "values": [
+            680,
+            755,
+            490,
+            272,
+            320
+          ]
+        },
+        {
+          "id": "tag-parking-info",
+          "component": "TagBlock",
+          "tags": [
+            "Total Downtown Availability: 21.2% (683 spaces open)",
+            "Highest Demand: Civic Center (94% full)",
+            "Dynamic Rate Surcharge: Active in Zone A"
+          ]
+        },
+        {
+          "id": "card-public-events",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-events",
+            "list-events"
+          ]
+        },
+        {
+          "id": "hdr-events",
+          "component": "CardHeader",
+          "title": "9. Public Events This Weekend",
+          "subtitle": "Permitted gatherings, street closures, and crowd expectations"
+        },
+        {
+          "id": "list-events",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "event-1",
+            "event-2",
+            "event-3"
+          ]
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "Annual Waterfront Marathon & 10K Run",
+          "subtitle": "Sat 06:00 - 13:00 • Harbor & Downtown • Expected Attendance: 18,000 • Full road closures on Harbor Blvd"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "Downtown Food & Arts Street Festival",
+          "subtitle": "Sat 11:00 - Sun 20:00 • District 1 (Main St) • Expected Attendance: 35,000 • Street closed 3rd Ave to 8th Ave"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "Metropolitan Stadium Soccer Finals",
+          "subtitle": "Sun 16:00 - 19:30 • West Corridor • Expected Attendance: 45,000 • High transit surge expected on Metro Blue Line"
+        },
+        {
+          "id": "tab-environment-utilities",
+          "component": "TabItem",
+          "value": "environment_utilities",
+          "trigger": "Environmental & Utilities",
+          "content": [
+            "card-env-util-container"
+          ]
+        },
+        {
+          "id": "card-env-util-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "row-air-quality",
+            "row-energy-water"
+          ]
+        },
+        {
+          "id": "row-air-quality",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "hdr-air-quality",
+            "chart-air-quality",
+            "callout-air-quality"
+          ]
+        },
+        {
+          "id": "hdr-air-quality",
+          "component": "CardHeader",
+          "title": "3. Air Quality Index (AQI) by District",
+          "subtitle": "Real-time PM2.5, PM10, and Ozone sensor readings per district"
+        },
+        {
+          "id": "chart-air-quality",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "District 1 - Downtown Core",
+            "District 2 - North Residential",
+            "District 3 - West Tech Corridor",
+            "District 4 - East Industrial Zone",
+            "District 5 - Harbor & Logistics"
+          ],
+          "series": [
+            "series-aqi-pm25",
+            "series-aqi-pm10"
+          ],
+          "variant": "grouped",
+          "xLabel": "Air Quality Index (AQI Value)",
+          "yLabel": "District"
+        },
+        {
+          "id": "series-aqi-pm25",
+          "component": "Series",
+          "category": "PM2.5 Level",
+          "values": [
+            64,
+            38,
+            42,
+            115,
+            88
+          ]
+        },
+        {
+          "id": "series-aqi-pm10",
+          "component": "Series",
+          "category": "PM10 Level",
+          "values": [
+            52,
+            30,
+            35,
+            98,
+            76
+          ]
+        },
+        {
+          "id": "callout-air-quality",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "AQI Alert: District 4 (East Industrial Zone)",
+          "description": "AQI reached 115 (Unhealthy for Sensitive Groups) due to industrial emissions combined with low wind conditions. Environmental enforcement team notified."
+        },
+        {
+          "id": "row-energy-water",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-energy-use",
+            "card-water-use"
+          ]
+        },
+        {
+          "id": "card-energy-use",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "hdr-energy",
+            "chart-energy",
+            "txt-energy-summary"
+          ]
+        },
+        {
+          "id": "hdr-energy",
+          "component": "CardHeader",
+          "title": "4. Energy Consumption Over Past Week",
+          "subtitle": "Metropolitan power grid demand in Megawatt-hours (MWh)"
+        },
+        {
+          "id": "chart-energy",
+          "component": "LineChart",
+          "labels": [
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun",
+            "Mon",
+            "Today (Tue)"
+          ],
+          "series": [
+            "series-energy-peak",
+            "series-energy-avg"
+          ],
+          "variant": "natural",
+          "xLabel": "Day of Week",
+          "yLabel": "Energy Grid Demand (MWh)"
+        },
+        {
+          "id": "series-energy-peak",
+          "component": "Series",
+          "category": "Peak Load Demand",
+          "values": [
+            4200,
+            4350,
+            4500,
+            3800,
+            3600,
+            4400,
+            4280
+          ]
+        },
+        {
+          "id": "series-energy-avg",
+          "component": "Series",
+          "category": "Average Load",
+          "values": [
+            3100,
+            3250,
+            3400,
+            2700,
+            2500,
+            3300,
+            3150
+          ]
+        },
+        {
+          "id": "txt-energy-summary",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Peak load occurred Friday at 15:00 (4,500 MWh). Renewable generation (solar/wind) covered 34.2% of total weekly grid demand."
+        },
+        {
+          "id": "card-water-use",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "hdr-water",
+            "chart-water-pie",
+            "water-stats-card"
+          ]
+        },
+        {
+          "id": "hdr-water",
+          "component": "CardHeader",
+          "title": "5. Water Consumption Today",
+          "subtitle": "Total volume: 142.8 Million Gallons (MG) delivered across sectors"
+        },
+        {
+          "id": "chart-water-pie",
+          "component": "PieChart",
+          "labels": [
+            "Residential",
+            "Commercial & Off.",
+            "Industrial Facilities",
+            "Municipal & Parks",
+            "Unaccounted / Leaks"
+          ],
+          "values": [
+            62.4,
+            38.2,
+            24.1,
+            11.5,
+            6.6
+          ],
+          "variant": "donut",
+          "appearance": "circular"
+        },
+        {
+          "id": "water-stats-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "txt-water-headline",
+            "txt-water-sub"
+          ]
+        },
+        {
+          "id": "txt-water-headline",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Daily Water Target: < 150.0 MG | Current Status: Normal (-4.8% below allocation threshold)"
+        },
+        {
+          "id": "txt-water-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "District 1 isolated pressure drop due to INC-8824 pipe leak. Water main pressure compensating pumps active."
+        },
+        {
+          "id": "tab-civic-maintenance",
+          "component": "TabItem",
+          "value": "civic_maintenance",
+          "trigger": "Civic Services & Maintenance",
+          "content": [
+            "card-civic-container"
+          ]
+        },
+        {
+          "id": "card-civic-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "row-citizen-backlog",
+            "row-roadworks-maintenance"
+          ]
+        },
+        {
+          "id": "row-citizen-backlog",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-citizen-reports",
+            "card-service-backlog"
+          ]
+        },
+        {
+          "id": "card-citizen-reports",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-citizen-reports",
+            "list-citizen-reports"
+          ]
+        },
+        {
+          "id": "hdr-citizen-reports",
+          "component": "CardHeader",
+          "title": "10. Live Citizen Reports Feed (311)",
+          "subtitle": "Incoming submissions via city mobile app & hotline"
+        },
+        {
+          "id": "list-citizen-reports",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "report-1",
+            "report-2",
+            "report-3",
+            "report-4"
+          ]
+        },
+        {
+          "id": "report-1",
+          "component": "ListItem",
+          "title": "Large Pothole on 12th St Crossing",
+          "subtitle": "Submitted 2 mins ago • District 2 • Photo attached • Status: Triaged",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "report-2",
+          "component": "ListItem",
+          "title": "Streetlight Outage - Entire Block",
+          "subtitle": "Submitted 7 mins ago • Oak Avenue & 5th • Status: Assigned to Electrical",
+          "actionLabel": "Assigned"
+        },
+        {
+          "id": "report-3",
+          "component": "ListItem",
+          "title": "Illegal Dumping in Alleyway",
+          "subtitle": "Submitted 14 mins ago • District 4 • Status: Pending Sanitation Inspection",
+          "actionLabel": "Pending"
+        },
+        {
+          "id": "report-4",
+          "component": "ListItem",
+          "title": "Park Water Fountain Leak",
+          "subtitle": "Submitted 22 mins ago • Central Park East • Status: Queued",
+          "actionLabel": "Queued"
+        },
+        {
+          "id": "card-service-backlog",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "hdr-service-backlog",
+            "chart-backlog",
+            "txt-backlog-summary"
+          ]
+        },
+        {
+          "id": "hdr-service-backlog",
+          "component": "CardHeader",
+          "title": "11. Service Request Backlog (311 Tickets)",
+          "subtitle": "Open unresolved requests grouped by municipal department"
+        },
+        {
+          "id": "chart-backlog",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "Roads & Pavements",
+            "Public Sanitation",
+            "Street Lighting & Electric",
+            "Parks & Trees",
+            "Water Utilities",
+            "Code Enforcement"
+          ],
+          "series": [
+            "series-backlog-count"
+          ],
+          "variant": "grouped",
+          "xLabel": "Open Ticket Count",
+          "yLabel": "Department"
+        },
+        {
+          "id": "series-backlog-count",
+          "component": "Series",
+          "category": "Active Backlog Tickets",
+          "values": [
+            342,
+            185,
+            124,
+            96,
+            78,
+            150
+          ]
+        },
+        {
+          "id": "txt-backlog-summary",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Total Open Backlog: 975 tickets. Average resolution SLA: 3.2 days (Roads department bottleneck due to recent storm repairs)."
+        },
+        {
+          "id": "row-roadworks-maintenance",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-roadworks",
+            "card-infra-maintenance"
+          ]
+        },
+        {
+          "id": "card-roadworks",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-roadworks",
+            "tbl-roadworks"
+          ]
+        },
+        {
+          "id": "hdr-roadworks",
+          "component": "CardHeader",
+          "title": "16. Planned Roadworks This Month",
+          "subtitle": "Scheduled Capital Infrastructure & Resurfacing Projects"
+        },
+        {
+          "id": "tbl-roadworks",
+          "component": "Table",
+          "columns": [
+            "col-rw-proj",
+            "col-rw-loc",
+            "col-rw-dates",
+            "col-rw-impact"
+          ]
+        },
+        {
+          "id": "col-rw-proj",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": [
+            "Grand Ave Resurfacing",
+            "Bridge Joint Replacement",
+            "Metro Transit Expansion",
+            "Water Pipe Replacement"
+          ]
+        },
+        {
+          "id": "col-rw-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "Grand Ave (1st to 10th)",
+            "East River Highway Bridge",
+            "West Tech Blvd Sector 3",
+            "Pine Street Corridor"
+          ]
+        },
+        {
+          "id": "col-rw-dates",
+          "component": "Col",
+          "label": "Schedule",
+          "type": "string",
+          "data": [
+            "Nov 4 - Nov 18",
+            "Nov 12 - Nov 15",
+            "Nov 15 - Dec 10",
+            "Nov 20 - Nov 28"
+          ]
+        },
+        {
+          "id": "col-rw-impact",
+          "component": "Col",
+          "label": "Traffic Impact",
+          "type": "string",
+          "data": [
+            "Lane Reduction (1 Lane)",
+            "Overnight Closure",
+            "Detour in Effect",
+            "Partial Closure"
+          ]
+        },
+        {
+          "id": "card-infra-maintenance",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "hdr-infra-maint",
+            "tbl-infra-maint"
+          ]
+        },
+        {
+          "id": "hdr-infra-maint",
+          "component": "CardHeader",
+          "title": "17. Infrastructure Due for Maintenance",
+          "subtitle": "Asset health monitoring, overhaul schedules, and inspection status"
+        },
+        {
+          "id": "tbl-infra-maint",
+          "component": "Table",
+          "columns": [
+            "col-inf-asset",
+            "col-inf-type",
+            "col-inf-health",
+            "col-inf-due"
+          ]
+        },
+        {
+          "id": "col-inf-asset",
+          "component": "Col",
+          "label": "Asset Name",
+          "type": "string",
+          "data": [
+            "Pump Station #4",
+            "Substation B Transformer",
+            "North Tunnel Ventilation",
+            "Traffic Signal Hub #12"
+          ]
+        },
+        {
+          "id": "col-inf-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Water Infrastructure",
+            "Power Grid Asset",
+            "Transit Tunnel",
+            "Traffic Management"
+          ]
+        },
+        {
+          "id": "col-inf-health",
+          "component": "Col",
+          "label": "Health Score",
+          "type": "string",
+          "data": [
+            "42% (Critical)",
+            "58% (Warning)",
+            "64% (Fair)",
+            "51% (Warning)"
+          ]
+        },
+        {
+          "id": "col-inf-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": [
+            "OVERDUE (3 days)",
+            "Due in 2 days",
+            "Due in 5 days",
+            "Due in 8 days"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..e47b2c1b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,1620 @@
+Here is a comprehensive Emergency Response Coordination Center dashboard covering all 18 specified items in a clear, actionable dashboard interface.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "emergency-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#DC2626",
+      "agentDisplayName": "Emergency Operations Center AI"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "emergency-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "quick-actions-tabs",
+          "tabs-container"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-title",
+          "header-controls-card"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "EOC Operations Dashboard — Incident Management & Logistics",
+        "subtitle": "Real-time Situational Awareness & Resource Coordination Unit"
+      },
+      {
+        "id": "header-controls-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "zone-filter-select",
+          "eoc-status-badge"
+        ]
+      },
+      {
+        "id": "zone-filter-select",
+        "component": "Select",
+        "name": "zone_focus",
+        "placeholder": "Filter / Focus Zone (Item 17)",
+        "items": [
+          "zone-item-all",
+          "zone-item-north",
+          "zone-item-central",
+          "zone-item-coastal",
+          "zone-item-south"
+        ]
+      },
+      {
+        "id": "zone-item-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Operational Zones"
+      },
+      {
+        "id": "zone-item-north",
+        "component": "SelectItem",
+        "value": "zone-north",
+        "label": "Zone Alpha (North Hills)"
+      },
+      {
+        "id": "zone-item-central",
+        "component": "SelectItem",
+        "value": "zone-central",
+        "label": "Zone Bravo (Downtown Central)"
+      },
+      {
+        "id": "zone-item-coastal",
+        "component": "SelectItem",
+        "value": "zone-coastal",
+        "label": "Zone Charlie (Coastal Delta)"
+      },
+      {
+        "id": "zone-item-south",
+        "component": "SelectItem",
+        "value": "zone-south",
+        "label": "Zone Delta (South Valley)"
+      },
+      {
+        "id": "eoc-status-badge",
+        "component": "Tag",
+        "text": "EOC STATUS: RED ALERT (LEVEL 3)",
+        "variant": "danger",
+        "size": "lg"
+      },
+      {
+        "id": "quick-actions-tabs",
+        "component": "Accordion",
+        "items": [
+          "quick-action-resource-item",
+          "quick-action-broadcast-item",
+          "quick-action-sitrep-item"
+        ]
+      },
+      {
+        "id": "quick-action-resource-item",
+        "component": "AccordionItem",
+        "value": "action-req-resources",
+        "trigger": "⚡ Quick Action: Request Additional Resources (Item 15)",
+        "content": [
+          "form-req-resources"
+        ]
+      },
+      {
+        "id": "form-req-resources",
+        "component": "Form",
+        "name": "resource_request_form",
+        "fields": [
+          "field-res-type",
+          "field-res-qty",
+          "field-res-dest"
+        ],
+        "buttons": "btn-grp-resource"
+      },
+      {
+        "id": "field-res-type",
+        "component": "FormControl",
+        "label": "Resource Type Required",
+        "input": "input-res-type"
+      },
+      {
+        "id": "input-res-type",
+        "component": "Select",
+        "name": "resource_type",
+        "placeholder": "Select type...",
+        "items": [
+          "res-opt-1",
+          "res-opt-2",
+          "res-opt-3",
+          "res-opt-4"
+        ]
+      },
+      {
+        "id": "res-opt-1",
+        "component": "SelectItem",
+        "value": "hazmat_team",
+        "label": "Hazmat Containment Team"
+      },
+      {
+        "id": "res-opt-2",
+        "component": "SelectItem",
+        "value": "swiftwater_boat",
+        "label": "Swiftwater Rescue Boat Unit"
+      },
+      {
+        "id": "res-opt-3",
+        "component": "SelectItem",
+        "value": "generators",
+        "label": "Industrial Diesel Generators (100kW)"
+      },
+      {
+        "id": "res-opt-4",
+        "component": "SelectItem",
+        "value": "mre_water",
+        "label": "Pallets of Clean Water & MREs"
+      },
+      {
+        "id": "field-res-qty",
+        "component": "FormControl",
+        "label": "Quantity Requested",
+        "input": "input-res-qty"
+      },
+      {
+        "id": "input-res-qty",
+        "component": "Input",
+        "name": "resource_quantity",
+        "type": "number",
+        "placeholder": "e.g. 5"
+      },
+      {
+        "id": "field-res-dest",
+        "component": "FormControl",
+        "label": "Destination Staging Area",
+        "input": "input-res-dest"
+      },
+      {
+        "id": "input-res-dest",
+        "component": "Input",
+        "name": "destination_zone",
+        "type": "text",
+        "placeholder": "e.g. Staging Base Bravo / Zone Charlie"
+      },
+      {
+        "id": "btn-grp-resource",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-resource"
+        ]
+      },
+      {
+        "id": "btn-submit-resource",
+        "component": "Button",
+        "label": "Dispatch Resource Request",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "quick-action-broadcast-item",
+        "component": "AccordionItem",
+        "value": "action-broadcast",
+        "trigger": "📢 Quick Action: Broadcast Emergency Update (Item 16)",
+        "content": [
+          "form-broadcast"
+        ]
+      },
+      {
+        "id": "form-broadcast",
+        "component": "Form",
+        "name": "broadcast_form",
+        "fields": [
+          "field-bcast-channel",
+          "field-bcast-msg"
+        ],
+        "buttons": "btn-grp-broadcast"
+      },
+      {
+        "id": "field-bcast-channel",
+        "component": "FormControl",
+        "label": "Target Broadcast Channel",
+        "input": "input-bcast-channel"
+      },
+      {
+        "id": "input-bcast-channel",
+        "component": "Select",
+        "name": "broadcast_channel",
+        "placeholder": "Select broadcast medium...",
+        "items": [
+          "bcast-opt-1",
+          "bcast-opt-2",
+          "bcast-opt-3"
+        ]
+      },
+      {
+        "id": "bcast-opt-1",
+        "component": "SelectItem",
+        "value": "all_channels",
+        "label": "All Channels (EAS, SMS, Radio)"
+      },
+      {
+        "id": "bcast-opt-2",
+        "component": "SelectItem",
+        "value": "public_eas",
+        "label": "Emergency Alert System (Public EAS)"
+      },
+      {
+        "id": "bcast-opt-3",
+        "component": "SelectItem",
+        "value": "firstnet_radio",
+        "label": "FirstNet Tactical First Responders"
+      },
+      {
+        "id": "field-bcast-msg",
+        "component": "FormControl",
+        "label": "Emergency Broadcast Message Text",
+        "input": "input-bcast-msg"
+      },
+      {
+        "id": "input-bcast-msg",
+        "component": "TextArea",
+        "name": "broadcast_message",
+        "placeholder": "Type critical emergency notice to be transmitted...",
+        "rows": 3
+      },
+      {
+        "id": "btn-grp-broadcast",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-broadcast"
+        ]
+      },
+      {
+        "id": "btn-submit-broadcast",
+        "component": "Button",
+        "label": "Transmit Emergency Broadcast",
+        "variant": "primary",
+        "type": "destructive",
+        "size": "medium"
+      },
+      {
+        "id": "quick-action-sitrep-item",
+        "component": "AccordionItem",
+        "value": "action-sitrep",
+        "trigger": "📋 Quick Action: File Official Situation Report (Item 18)",
+        "content": [
+          "form-sitrep"
+        ]
+      },
+      {
+        "id": "form-sitrep",
+        "component": "Form",
+        "name": "sitrep_form",
+        "fields": [
+          "field-sitrep-zone",
+          "field-sitrep-summary",
+          "field-sitrep-details"
+        ],
+        "buttons": "btn-grp-sitrep"
+      },
+      {
+        "id": "field-sitrep-zone",
+        "component": "FormControl",
+        "label": "Operational Zone",
+        "input": "input-sitrep-zone"
+      },
+      {
+        "id": "input-sitrep-zone",
+        "component": "Select",
+        "name": "sitrep_zone",
+        "placeholder": "Select operational zone...",
+        "items": [
+          "zone-item-north",
+          "zone-item-central",
+          "zone-item-coastal",
+          "zone-item-south"
+        ]
+      },
+      {
+        "id": "field-sitrep-summary",
+        "component": "FormControl",
+        "label": "Executive Summary",
+        "input": "input-sitrep-summary"
+      },
+      {
+        "id": "input-sitrep-summary",
+        "component": "Input",
+        "name": "sitrep_summary",
+        "type": "text",
+        "placeholder": "Brief title of shift/incident situation"
+      },
+      {
+        "id": "field-sitrep-details",
+        "component": "FormControl",
+        "label": "Detailed Field Assessment & Hazards",
+        "input": "input-sitrep-details"
+      },
+      {
+        "id": "input-sitrep-details",
+        "component": "TextArea",
+        "name": "sitrep_details",
+        "placeholder": "Detailed field intelligence, casualties, infrastructure damage, and recommendations...",
+        "rows": 4
+      },
+      {
+        "id": "btn-grp-sitrep",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-sitrep"
+        ]
+      },
+      {
+        "id": "btn-submit-sitrep",
+        "component": "Button",
+        "label": "Submit SitRep to State Command",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "tabs-container",
+        "component": "Tabs",
+        "items": [
+          "tab-overview",
+          "tab-logistics",
+          "tab-infrastructure",
+          "tab-requests"
+        ]
+      },
+      {
+        "id": "tab-overview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "1. Situational & Active Incidents",
+        "content": [
+          "overview-card"
+        ]
+      },
+      {
+        "id": "overview-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "section-summary-title",
+          "summary-alert-banner",
+          "stats-cards-row",
+          "chart-severity-summary",
+          "incidents-table-heading",
+          "incidents-table",
+          "weather-section-card"
+        ]
+      },
+      {
+        "id": "section-summary-title",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Overall Severity & Life Safety Metrics (Items 2 & 7)"
+      },
+      {
+        "id": "summary-alert-banner",
+        "component": "Alert",
+        "variant": "destructive",
+        "title": "SEVERITY SUMMARY: HIGH CRITICALITY (Level 4 Flash Flood & Hurricane)",
+        "description": "Zone Charlie experiencing major coastal surge. Total Active Incidents: 24. Immediate air-sea extraction required in Delta sector."
+      },
+      {
+        "id": "stats-cards-row",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "rescued-card",
+          "casualties-card",
+          "incidents-count-card"
+        ]
+      },
+      {
+        "id": "rescued-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "rescued-label",
+          "rescued-val",
+          "rescued-sub"
+        ]
+      },
+      {
+        "id": "rescued-label",
+        "component": "TextContent",
+        "text": "People Rescued So Far (Item 7)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "rescued-val",
+        "component": "Heading",
+        "level": "h1",
+        "text": "1,428"
+      },
+      {
+        "id": "rescued-sub",
+        "component": "Tag",
+        "text": "+112 in last 3 hrs",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "casualties-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "cas-label",
+          "cas-val",
+          "cas-sub"
+        ]
+      },
+      {
+        "id": "cas-label",
+        "component": "TextContent",
+        "text": "Confirmed Casualties (Item 7)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "cas-val",
+        "component": "Heading",
+        "level": "h1",
+        "text": "14"
+      },
+      {
+        "id": "cas-sub",
+        "component": "Tag",
+        "text": "32 Injuries Treated",
+        "variant": "danger",
+        "size": "sm"
+      },
+      {
+        "id": "incidents-count-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "inc-label",
+          "inc-val",
+          "inc-sub"
+        ]
+      },
+      {
+        "id": "inc-label",
+        "component": "TextContent",
+        "text": "Active Incidents (Item 1)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "inc-val",
+        "component": "Heading",
+        "level": "h1",
+        "text": "24"
+      },
+      {
+        "id": "inc-sub",
+        "component": "Tag",
+        "text": "8 Critical / Criticality Extreme",
+        "variant": "warning",
+        "size": "sm"
+      },
+      {
+        "id": "chart-severity-summary",
+        "component": "HorizontalBarChart",
+        "xLabel": "Number of Incidents",
+        "yLabel": "Zone",
+        "labels": [
+          "Zone Alpha (North)",
+          "Zone Bravo (Central)",
+          "Zone Charlie (Coastal)",
+          "Zone Delta (South)"
+        ],
+        "series": [
+          "series-critical",
+          "series-moderate",
+          "series-minor"
+        ],
+        "variant": "stacked"
+      },
+      {
+        "id": "series-critical",
+        "component": "Series",
+        "category": "Critical Severity",
+        "values": [
+          1,
+          2,
+          4,
+          1
+        ]
+      },
+      {
+        "id": "series-moderate",
+        "component": "Series",
+        "category": "Moderate Severity",
+        "values": [
+          3,
+          4,
+          5,
+          2
+        ]
+      },
+      {
+        "id": "series-minor",
+        "component": "Series",
+        "category": "Minor Severity",
+        "values": [
+          2,
+          1,
+          1,
+          2
+        ]
+      },
+      {
+        "id": "incidents-table-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Active Incidents Log by Zone & Severity (Item 1)"
+      },
+      {
+        "id": "incidents-table",
+        "component": "Table",
+        "columns": [
+          "col-inc-id",
+          "col-inc-zone",
+          "col-inc-type",
+          "col-inc-severity",
+          "col-inc-status"
+        ]
+      },
+      {
+        "id": "col-inc-id",
+        "component": "Col",
+        "label": "Incident ID",
+        "type": "string",
+        "data": [
+          "INC-801",
+          "INC-804",
+          "INC-809",
+          "INC-812",
+          "INC-815"
+        ]
+      },
+      {
+        "id": "col-inc-zone",
+        "component": "Col",
+        "label": "Zone",
+        "type": "string",
+        "data": [
+          "Zone Charlie (Coastal)",
+          "Zone Charlie (Coastal)",
+          "Zone Bravo (Central)",
+          "Zone Alpha (North)",
+          "Zone Delta (South)"
+        ]
+      },
+      {
+        "id": "col-inc-type",
+        "component": "Col",
+        "label": "Description",
+        "type": "string",
+        "data": [
+          "Levee Breach & Severe Flooding",
+          "Stranded Residents on Roofs",
+          "Substation Explosion & Blackout",
+          "Mudslide Blocking Highway 101",
+          "Chemical Spill at Water Plant"
+        ]
+      },
+      {
+        "id": "col-inc-severity",
+        "component": "Col",
+        "label": "Severity Level",
+        "type": "string",
+        "data": [
+          "🔴 Critical (Cat 5)",
+          "🔴 Critical (Cat 5)",
+          "🟠 High (Cat 4)",
+          "🟡 Moderate (Cat 3)",
+          "🔴 Critical (Cat 5)"
+        ]
+      },
+      {
+        "id": "col-inc-status",
+        "component": "Col",
+        "label": "Current Response",
+        "type": "string",
+        "data": [
+          "Coast Guard En Route",
+          "2 Choppers Deployed",
+          "Utility Team On-Site",
+          "Caltrans Clearing",
+          "HAZMAT Team Active"
+        ]
+      },
+      {
+        "id": "weather-section-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "weather-heading",
+          "weather-line-chart",
+          "weather-markdown"
+        ]
+      },
+      {
+        "id": "weather-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "48-Hour Weather Forecast & Environmental Hazards (Item 6)"
+      },
+      {
+        "id": "weather-line-chart",
+        "component": "LineChart",
+        "xLabel": "Timeline (Next 48 Hours)",
+        "yLabel": "Sustained Speed (mph) / Rainfall (in/hr)",
+        "labels": [
+          "00:00 (Now)",
+          "+06 Hrs",
+          "+12 Hrs",
+          "+18 Hrs",
+          "+24 Hrs",
+          "+36 Hrs",
+          "+48 Hrs"
+        ],
+        "series": [
+          "series-wind",
+          "series-rain"
+        ],
+        "variant": "natural"
+      },
+      {
+        "id": "series-wind",
+        "component": "Series",
+        "category": "Wind Speed (mph)",
+        "values": [
+          45,
+          62,
+          78,
+          65,
+          40,
+          25,
+          15
+        ]
+      },
+      {
+        "id": "series-rain",
+        "component": "Series",
+        "category": "Precipitation (in/hr)",
+        "values": [
+          1.2,
+          2.5,
+          3.8,
+          2.1,
+          1.0,
+          0.3,
+          0.0
+        ]
+      },
+      {
+        "id": "weather-markdown",
+        "component": "MarkDownRenderer",
+        "variant": "sunk",
+        "textMarkdown": "**Weather Briefing:** Heavy rainfall peaking at **+12 hours** (3.8 in/hr) with gusting winds up to **85 mph**. Expected storm surge elevated by +4.2ft at high tide (04:00 local). Clearing trend expected after **+36 hours**."
+      },
+      {
+        "id": "tab-logistics",
+        "component": "TabItem",
+        "value": "logistics",
+        "trigger": "2. Resources, Shelters & Volunteers",
+        "content": [
+          "logistics-card"
+        ]
+      },
+      {
+        "id": "logistics-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "res-avail-heading",
+          "res-avail-grid",
+          "shelter-heading",
+          "shelter-table",
+          "volunteers-heading",
+          "volunteers-table",
+          "donations-heading",
+          "donations-card"
+        ]
+      },
+      {
+        "id": "res-avail-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Available Fleet, Personnel & Medical Supplies (Item 3)"
+      },
+      {
+        "id": "res-avail-grid",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "vehicles-card",
+          "personnel-card",
+          "supplies-card"
+        ]
+      },
+      {
+        "id": "vehicles-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "v-title",
+          "v-progress-1",
+          "v-progress-2",
+          "v-text"
+        ]
+      },
+      {
+        "id": "v-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Emergency Vehicles"
+      },
+      {
+        "id": "v-progress-1",
+        "component": "Progress",
+        "value": 75,
+        "label": "Ambulances & Medevac (18 / 24 Available)"
+      },
+      {
+        "id": "v-progress-2",
+        "component": "Progress",
+        "value": 40,
+        "label": "High-Water Rescue Trucks (6 / 15 Available)"
+      },
+      {
+        "id": "v-text",
+        "component": "TextContent",
+        "text": "• Helicopters Ready: **4 Airborne, 2 Staged**\n• Swiftwater Boats: **12 Units Active**",
+        "size": "small"
+      },
+      {
+        "id": "personnel-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "p-title",
+          "p-progress-1",
+          "p-progress-2",
+          "p-text"
+        ]
+      },
+      {
+        "id": "p-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Deployed Personnel"
+      },
+      {
+        "id": "p-progress-1",
+        "component": "Progress",
+        "value": 90,
+        "label": "Fire & Rescue (320 On Duty)"
+      },
+      {
+        "id": "p-progress-2",
+        "component": "Progress",
+        "value": 65,
+        "label": "National Guard Units (450 Deployed)"
+      },
+      {
+        "id": "p-text",
+        "component": "TextContent",
+        "text": "• Paramedics: **85 Active Field Triage**\n• Search & Rescue Dogs: **14 Teams**",
+        "size": "small"
+      },
+      {
+        "id": "supplies-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "s-title",
+          "s-progress-1",
+          "s-progress-2",
+          "s-text"
+        ]
+      },
+      {
+        "id": "s-title",
+        "component": "Heading",
+        "level": "h4",
+        "text": "Supply Depot Stock"
+      },
+      {
+        "id": "s-progress-1",
+        "component": "Progress",
+        "value": 82,
+        "label": "Potable Water (41,000 / 50,000 L)"
+      },
+      {
+        "id": "s-progress-2",
+        "component": "Progress",
+        "value": 55,
+        "label": "Emergency MRE Meals (11,000 Packs)"
+      },
+      {
+        "id": "s-text",
+        "component": "TextContent",
+        "text": "• First Aid Kits: **2,400 Units**\n• Emergency Cots / Blankets: **3,800 Sets**",
+        "size": "small"
+      },
+      {
+        "id": "shelter-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Evacuation Shelters — Capacity & Occupancy (Item 4)"
+      },
+      {
+        "id": "shelter-table",
+        "component": "Table",
+        "columns": [
+          "col-sh-name",
+          "col-sh-zone",
+          "col-sh-occ",
+          "col-sh-cap",
+          "col-sh-status"
+        ]
+      },
+      {
+        "id": "col-sh-name",
+        "component": "Col",
+        "label": "Shelter Name",
+        "type": "string",
+        "data": [
+          "Lincoln High School Arena",
+          "Central Convention Center",
+          "Westside Community Complex",
+          "Northside Baptist Gym"
+        ]
+      },
+      {
+        "id": "col-sh-zone",
+        "component": "Col",
+        "label": "Zone",
+        "type": "string",
+        "data": [
+          "Zone Bravo",
+          "Zone Bravo",
+          "Zone Charlie",
+          "Zone Alpha"
+        ]
+      },
+      {
+        "id": "col-sh-occ",
+        "component": "Col",
+        "label": "Current Occupancy",
+        "type": "number",
+        "data": [
+          850,
+          1820,
+          490,
+          210
+        ]
+      },
+      {
+        "id": "col-sh-cap",
+        "component": "Col",
+        "label": "Max Capacity",
+        "type": "number",
+        "data": [
+          1000,
+          2000,
+          500,
+          400
+        ]
+      },
+      {
+        "id": "col-sh-status",
+        "component": "Col",
+        "label": "Occupancy Rate",
+        "type": "string",
+        "data": [
+          "85% (Near Full)",
+          "91% (CRITICAL FULL)",
+          "98% (FULL - DIVERTIING)",
+          "52% (Accepting Evacuees)"
+        ]
+      },
+      {
+        "id": "volunteers-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Volunteers On Duty & Field Assignments (Item 8)"
+      },
+      {
+        "id": "volunteers-table",
+        "component": "Table",
+        "columns": [
+          "col-vol-group",
+          "col-vol-count",
+          "col-vol-lead",
+          "col-vol-assign",
+          "col-vol-contact"
+        ]
+      },
+      {
+        "id": "col-vol-group",
+        "component": "Col",
+        "label": "Volunteer Unit / Organization",
+        "type": "string",
+        "data": [
+          "Red Cross Logistics Squad Alpha",
+          "CERT Search & Rescue Team 3",
+          "Medical Reserve Corps Unit B",
+          "Amateur Radio Emergency (ARES)",
+          "Community Food Bank Team"
+        ]
+      },
+      {
+        "id": "col-vol-count",
+        "component": "Col",
+        "label": "Volunteers",
+        "type": "number",
+        "data": [
+          42,
+          28,
+          15,
+          8,
+          35
+        ]
+      },
+      {
+        "id": "col-vol-lead",
+        "component": "Col",
+        "label": "Team Lead",
+        "type": "string",
+        "data": [
+          "Sarah Jenkins",
+          "David Ross",
+          "Dr. Aris Thorne",
+          "Mark Vance (K6R)",
+          "Elena Gomez"
+        ]
+      },
+      {
+        "id": "col-vol-assign",
+        "component": "Col",
+        "label": "Current Assignment & Location",
+        "type": "string",
+        "data": [
+          "Food & Blanket Distribution (Convention Center)",
+          "Door-to-door Evacuation Checks (Zone Charlie)",
+          "Field Medical Triage (Westside Shelter)",
+          "Backup VHF Communications (EOC Tower)",
+          "Hot Meal Preparation & Logistics (Staging Base A)"
+        ]
+      },
+      {
+        "id": "col-vol-contact",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Active",
+          "Active",
+          "Active",
+          "Standby",
+          "Active"
+        ]
+      },
+      {
+        "id": "donations-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Donations Received & Warehouse Inventory (Item 9)"
+      },
+      {
+        "id": "donations-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "don-monetary-card",
+          "don-supplies-card"
+        ]
+      },
+      {
+        "id": "don-monetary-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "don-m-title",
+          "don-m-val",
+          "don-m-sub"
+        ]
+      },
+      {
+        "id": "don-m-title",
+        "component": "TextContent",
+        "text": "Financial Disaster Fund Raised",
+        "size": "small-heavy"
+      },
+      {
+        "id": "don-m-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "$1,845,200"
+      },
+      {
+        "id": "don-m-sub",
+        "component": "TextContent",
+        "text": "Direct emergency allocations via State Relief Grant & Public Portal.",
+        "size": "small"
+      },
+      {
+        "id": "don-supplies-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "don-s-title",
+          "don-s-tags"
+        ]
+      },
+      {
+        "id": "don-s-title",
+        "component": "TextContent",
+        "text": "In-Kind Goods Received at Central Warehouse",
+        "size": "small-heavy"
+      },
+      {
+        "id": "don-s-tags",
+        "component": "TagBlock",
+        "tags": [
+          "12,500 Bottled Water Cases",
+          "4,200 Hygiene Kits",
+          "1,800 Infant Formula Cans",
+          "3,000 Heavy Blankets",
+          "45 Port-a-Potties",
+          "12 Mobile Power Stations"
+        ]
+      },
+      {
+        "id": "tab-infrastructure",
+        "component": "TabItem",
+        "value": "infrastructure",
+        "trigger": "3. Routes, Comms & Hospitals",
+        "content": [
+          "infra-card"
+        ]
+      },
+      {
+        "id": "infra-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "hospitals-heading",
+          "hospitals-table",
+          "routes-heading",
+          "routes-table",
+          "comms-heading",
+          "comms-grid"
+        ]
+      },
+      {
+        "id": "hospitals-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Nearby Hospitals & Available Beds (Item 13)"
+      },
+      {
+        "id": "hospitals-table",
+        "component": "Table",
+        "columns": [
+          "col-hosp-name",
+          "col-hosp-dist",
+          "col-hosp-icu",
+          "col-hosp-er",
+          "col-hosp-status"
+        ]
+      },
+      {
+        "id": "col-hosp-name",
+        "component": "Col",
+        "label": "Hospital Facility",
+        "type": "string",
+        "data": [
+          "St. Jude Medical Center",
+          "City General Trauma Hospital",
+          "Memorial Regional Health",
+          "Valley Veteran's Medical"
+        ]
+      },
+      {
+        "id": "col-hosp-dist",
+        "component": "Col",
+        "label": "Distance / Zone",
+        "type": "string",
+        "data": [
+          "3.2 miles (Zone Bravo)",
+          "5.8 miles (Zone Central)",
+          "12.1 miles (Zone Alpha)",
+          "18.5 miles (Zone South)"
+        ]
+      },
+      {
+        "id": "col-hosp-icu",
+        "component": "Col",
+        "label": "Free ICU Beds",
+        "type": "number",
+        "data": [
+          2,
+          0,
+          8,
+          14
+        ]
+      },
+      {
+        "id": "col-hosp-er",
+        "component": "Col",
+        "label": "Free ER/Gen Beds",
+        "type": "number",
+        "data": [
+          11,
+          4,
+          35,
+          62
+        ]
+      },
+      {
+        "id": "col-hosp-status",
+        "component": "Col",
+        "label": "Trauma Status",
+        "type": "string",
+        "data": [
+          "🟡 Level 1 Trauma (Near Capacity)",
+          "🔴 Diverting Non-Criticals",
+          "🟢 Level 2 Trauma (Operational)",
+          "🟢 Accepting All Transfers"
+        ]
+      },
+      {
+        "id": "routes-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Evacuation Routes & Road Closures Status (Items 5 & 12)"
+      },
+      {
+        "id": "routes-table",
+        "component": "Table",
+        "columns": [
+          "col-rt-name",
+          "col-rt-dir",
+          "col-rt-status",
+          "col-rt-reason",
+          "col-rt-alt"
+        ]
+      },
+      {
+        "id": "col-rt-name",
+        "component": "Col",
+        "label": "Route / Highway",
+        "type": "string",
+        "data": [
+          "I-95 Northbound Corrdor",
+          "State Route 104 West",
+          "Coastal Highway 1",
+          "Bridge St. Causeway",
+          "County Rd 42 East"
+        ]
+      },
+      {
+        "id": "col-rt-dir",
+        "component": "Col",
+        "label": "Segment / Zone",
+        "type": "string",
+        "data": [
+          "Mile 12 to 45 (Outbound)",
+          "Zone Bravo to Airport",
+          "Mile 2 to 18 (Coastal)",
+          "Downtown to Westside",
+          "Zone South Bypass"
+        ]
+      },
+      {
+        "id": "col-rt-status",
+        "component": "Col",
+        "label": "Route Status",
+        "type": "string",
+        "data": [
+          "🟢 OPEN (Contraflow Active)",
+          "🟡 PARTIAL (1 Lane Heavy Traffic)",
+          "🔴 CLOSED (Item 12)",
+          "🔴 CLOSED (Item 12)",
+          "🟢 OPEN (Clear)"
+        ]
+      },
+      {
+        "id": "col-rt-reason",
+        "component": "Col",
+        "label": "Condition / Hazard",
+        "type": "string",
+        "data": [
+          "Police Escorted Flow",
+          "Tree Debris on Shoulder",
+          "Submerged under 4ft Water",
+          "Structural Safety Inspection",
+          "Normal Traffic Flow"
+        ]
+      },
+      {
+        "id": "col-rt-alt",
+        "component": "Col",
+        "label": "Detour / Recommendation",
+        "type": "string",
+        "data": [
+          "Primary Evac Arterial",
+          "Proceed with Caution",
+          "Use I-95 North Detour",
+          "Use South Veterans Bridge",
+          "Secondary Supply Route"
+        ]
+      },
+      {
+        "id": "comms-heading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Operational Communication Channels Status (Item 11)"
+      },
+      {
+        "id": "comms-grid",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "comm-card-1",
+          "comm-card-2",
+          "comm-card-3",
+          "comm-card-4"
+        ]
+      },
+      {
+        "id": "comm-card-1",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "c1-title",
+          "c1-status"
+        ]
+      },
+      {
+        "id": "c1-title",
+        "component": "TextContent",
+        "text": "FirstNet First Responder Trunk Radio",
+        "size": "small-heavy"
+      },
+      {
+        "id": "c1-status",
+        "component": "Tag",
+        "text": "🟢 UP / ONLINE (100% Signal)",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "comm-card-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "c2-title",
+          "c2-status"
+        ]
+      },
+      {
+        "id": "c2-title",
+        "component": "TextContent",
+        "text": "EAS Broadcast Transmitter (FM/TV)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "c2-status",
+        "component": "Tag",
+        "text": "🟢 UP / ONLINE (Standby Active)",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "comm-card-3",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "c3-title",
+          "c3-status"
+        ]
+      },
+      {
+        "id": "c3-title",
+        "component": "TextContent",
+        "text": "Coastal Cellular Tower Grid",
+        "size": "small-heavy"
+      },
+      {
+        "id": "c3-status",
+        "component": "Tag",
+        "text": "🔴 DOWN (Generator Failure)",
+        "variant": "danger",
+        "size": "md"
+      },
+      {
+        "id": "comm-card-4",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "c4-title",
+          "c4-status"
+        ]
+      },
+      {
+        "id": "c4-title",
+        "component": "TextContent",
+        "text": "Starlink Satellite Emergency Uplink",
+        "size": "small-heavy"
+      },
+      {
+        "id": "c4-status",
+        "component": "Tag",
+        "text": "🟢 UP / ONLINE (450 Mbps)",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "tab-requests",
+        "component": "TabItem",
+        "value": "requests",
+        "trigger": "4. Aid Requests & Open Tasks",
+        "content": [
+          "req-task-card"
+        ]
+      },
+      {
+        "id": "req-task-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "aid-heading",
+          "aid-table",
+          "tasks-heading",
+          "tasks-table"
+        ]
+      },
+      {
+        "id": "aid-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Incoming Aid Requests Awaiting Action (Item 10)"
+      },
+      {
+        "id": "aid-table",
+        "component": "Table",
+        "columns": [
+          "col-aid-id",
+          "col-aid-source",
+          "col-aid-req",
+          "col-aid-urgency",
+          "col-aid-time"
+        ]
+      },
+      {
+        "id": "col-aid-id",
+        "component": "Col",
+        "label": "Ticket #",
+        "type": "string",
+        "data": [
+          "REQ-4091",
+          "REQ-4094",
+          "REQ-4098",
+          "REQ-4102"
+        ]
+      },
+      {
+        "id": "col-aid-source",
+        "component": "Col",
+        "label": "Requesting Party",
+        "type": "string",
+        "data": [
+          "St. Jude Medical Center",
+          "Zone Charlie Shelter Lead",
+          "Pinecrest Senior Living Center",
+          "Harbor Police Unit 4"
+        ]
+      },
+      {
+        "id": "col-aid-req",
+        "component": "Col",
+        "label": "Requested Aid / Material",
+        "type": "string",
+        "data": [
+          "Emergency Oxygen Cylinders (50 units)",
+          "500 Emergency Cots & Portable Bathrooms",
+          "Priority Evacuation Bus for 40 Mobility-Impaired Patients",
+          "Fuel Refill Truck for Patrol Boats (Diesel)"
+        ]
+      },
+      {
+        "id": "col-aid-urgency",
+        "component": "Col",
+        "label": "Urgency",
+        "type": "string",
+        "data": [
+          "🔴 CRITICAL (Immediate)",
+          "🟠 HIGH (< 2 Hours)",
+          "🔴 CRITICAL (Immediate)",
+          "🟡 MEDIUM (< 6 Hours)"
+        ]
+      },
+      {
+        "id": "col-aid-time",
+        "component": "Col",
+        "label": "Time Queued",
+        "type": "string",
+        "data": [
+          "12 mins ago",
+          "24 mins ago",
+          "31 mins ago",
+          "45 mins ago"
+        ]
+      },
+      {
+        "id": "tasks-heading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Open Incident Response Tasks & Assignees (Item 14)"
+      },
+      {
+        "id": "tasks-table",
+        "component": "Table",
+        "columns": [
+          "col-tsk-id",
+          "col-tsk-desc",
+          "col-tsk-assignee",
+          "col-tsk-priority",
+          "col-tsk-due"
+        ]
+      },
+      {
+        "id": "col-tsk-id",
+        "component": "Col",
+        "label": "Task ID",
+        "type": "string",
+        "data": [
+          "TSK-102",
+          "TSK-105",
+          "TSK-108",
+          "TSK-111",
+          "TSK-114"
+        ]
+      },
+      {
+        "id": "col-tsk-desc",
+        "component": "Col",
+        "label": "Task Description",
+        "type": "string",
+        "data": [
+          "Deploy mobile generator to Cell Tower #4",
+          "Clear fallen timber off SR-104 Exit 8",
+          "Deliver water pallets to Westside Shelter",
+          "Coordinate air drop for stranded hikers in Zone Alpha",
+          "Inspect levees on North River sector"
+        ]
+      },
+      {
+        "id": "col-tsk-assignee",
+        "component": "Col",
+        "label": "Assigned Unit / Officer",
+        "type": "string",
+        "data": [
+          "Capt. Miller (Tech Ops)",
+          "Caltrans Crew B",
+          "Logistics Specialist Evans",
+          "National Guard Flight Recon",
+          "US Army Corps of Engineers"
+        ]
+      },
+      {
+        "id": "col-tsk-priority",
+        "component": "Col",
+        "label": "Priority",
+        "type": "string",
+        "data": [
+          "High",
+          "Medium",
+          "High",
+          "Urgent",
+          "Critical"
+        ]
+      },
+      {
+        "id": "col-tsk-due",
+        "component": "Col",
+        "label": "Target SLA",
+        "type": "string",
+        "data": [
+          "+1 hour",
+          "+3 hours",
+          "+30 mins",
+          "+45 mins",
+          "+2 hours"
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..da4452690
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,1361 @@
+Here is an Emergency Response Coordination Center dashboard encompassing all required operational data, metrics, forms, and tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency_dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#DC2626",
+        "agentDisplayName": "Emergency Response Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency_dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header_card",
+            "overall_severity_card",
+            "zone_focus_card",
+            "dashboard_tabs"
+          ]
+        },
+        {
+          "id": "header_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header_title",
+            "header_alert"
+          ]
+        },
+        {
+          "id": "header_title",
+          "component": "CardHeader",
+          "title": "Emergency Response Coordination Center",
+          "subtitle": "Live Command Dashboard — Unified Operations & Incident Control"
+        },
+        {
+          "id": "header_alert",
+          "component": "Alert",
+          "title": "CRITICAL SITUATION ACTIVE",
+          "description": "Flash Flood & Storm Surge Warnings across Zones A & B. Level 4 Response active.",
+          "variant": "destructive"
+        },
+        {
+          "id": "overall_severity_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "severity_header",
+            "severity_chart",
+            "impact_metrics_sep",
+            "impact_metrics_heading",
+            "rescued_badge",
+            "casualties_badge"
+          ]
+        },
+        {
+          "id": "severity_header",
+          "component": "Heading",
+          "text": "(2) Overall Severity Summary",
+          "level": "h3"
+        },
+        {
+          "id": "severity_chart",
+          "component": "BarChart",
+          "xLabel": "Severity Level",
+          "yLabel": "Number of Active Incidents",
+          "variant": "grouped",
+          "labels": ["Catastrophic (L5)", "Critical (L4)", "Severe (L3)", "Moderate (L2)", "Minor (L1)"],
+          "series": ["severity_series"]
+        },
+        {
+          "id": "severity_series",
+          "component": "Series",
+          "category": "Incidents",
+          "values": [3, 8, 14, 9, 4]
+        },
+        {
+          "id": "impact_metrics_sep",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "impact_metrics_heading",
+          "component": "Heading",
+          "text": "(7) Casualties & Rescues Summary",
+          "level": "h4"
+        },
+        {
+          "id": "rescued_badge",
+          "component": "Badge",
+          "text": "Total People Rescued: 1,420 (Last 24h: +310)",
+          "variant": "default"
+        },
+        {
+          "id": "casualties_badge",
+          "component": "Badge",
+          "text": "Casualties Recorded: 14 Confirmed | 38 Injured | 6 Missing",
+          "variant": "destructive"
+        },
+        {
+          "id": "zone_focus_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "zone_focus_heading",
+            "zone_select_control"
+          ]
+        },
+        {
+          "id": "zone_focus_heading",
+          "component": "Heading",
+          "text": "(17) Zone Focus Control",
+          "level": "h3"
+        },
+        {
+          "id": "zone_select_control",
+          "component": "FormControl",
+          "label": "Filter Dashboard View by Tactical Zone",
+          "hint": "Selecting a zone filters active incidents, road closures, and localized resource deployments.",
+          "input": "zone_select_input"
+        },
+        {
+          "id": "zone_select_input",
+          "component": "Select",
+          "name": "selected_zone",
+          "placeholder": "Select operational zone...",
+          "value": "all",
+          "items": [
+            "zone_opt_all",
+            "zone_opt_a",
+            "zone_opt_b",
+            "zone_opt_c",
+            "zone_opt_d"
+          ]
+        },
+        {
+          "id": "zone_opt_all",
+          "component": "SelectItem",
+          "label": "All Zones (Entire Metro Region)",
+          "value": "all"
+        },
+        {
+          "id": "zone_opt_a",
+          "component": "SelectItem",
+          "label": "Zone A - Downtown / Coastal Waterfront (Severity: CRITICAL)",
+          "value": "zone_a"
+        },
+        {
+          "id": "zone_opt_b",
+          "component": "SelectItem",
+          "label": "Zone B - North River Basin (Severity: SEVERE)",
+          "value": "zone_b"
+        },
+        {
+          "id": "zone_opt_c",
+          "component": "SelectItem",
+          "label": "Zone C - Eastern Industrial Corridor (Severity: MODERATE)",
+          "value": "zone_c"
+        },
+        {
+          "id": "zone_opt_d",
+          "component": "SelectItem",
+          "label": "Zone D - Western Heights Suburbs (Severity: MINOR)",
+          "value": "zone_d"
+        },
+        {
+          "id": "dashboard_tabs",
+          "component": "Tabs",
+          "items": [
+            "tab_incidents_infra",
+            "tab_resources_shelters",
+            "tab_volunteers_aid",
+            "tab_weather_comms",
+            "tab_actions_forms"
+          ]
+        },
+        {
+          "id": "tab_incidents_infra",
+          "component": "TabItem",
+          "value": "incidents_infra",
+          "trigger": "Incidents & Infrastructure",
+          "content": [
+            "incidents_card",
+            "closed_roads_card",
+            "evac_routes_card"
+          ]
+        },
+        {
+          "id": "incidents_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "incidents_heading",
+            "incidents_table"
+          ]
+        },
+        {
+          "id": "incidents_heading",
+          "component": "Heading",
+          "text": "(1) Active Incidents by Zone with Severity",
+          "level": "h3"
+        },
+        {
+          "id": "incidents_table",
+          "component": "Table",
+          "columns": [
+            "col_inc_id",
+            "col_inc_zone",
+            "col_inc_type",
+            "col_inc_severity",
+            "col_inc_status",
+            "col_inc_units"
+          ]
+        },
+        {
+          "id": "col_inc_id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": ["INC-1042", "INC-1045", "INC-1048", "INC-1051", "INC-1055"]
+        },
+        {
+          "id": "col_inc_zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": ["Zone A", "Zone A", "Zone B", "Zone C", "Zone D"]
+        },
+        {
+          "id": "col_inc_type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": ["Flash Flood / Water Traps", "Structural Collapse", "Substation Explosion", "Chemical Leak", "Landslide Hazard"]
+        },
+        {
+          "id": "col_inc_severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["Level 5 - Catastrophic", "Level 4 - Critical", "Level 4 - Critical", "Level 3 - Severe", "Level 2 - Moderate"]
+        },
+        {
+          "id": "col_inc_status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active Rescue", "Search & Rescue", "Contained", "Isolating", "Monitoring"]
+        },
+        {
+          "id": "col_inc_units",
+          "component": "Col",
+          "label": "Units Assigned",
+          "type": "string",
+          "data": ["Swiftwater Boat Team 1, 3", "USAR Team Alpha", "HazMat 2, Engine 14", "HazMat 1", "Engine 8"]
+        },
+        {
+          "id": "closed_roads_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "closed_roads_heading",
+            "closed_roads_table"
+          ]
+        },
+        {
+          "id": "closed_roads_heading",
+          "component": "Heading",
+          "text": "(12) Closed Roads",
+          "level": "h3"
+        },
+        {
+          "id": "closed_roads_table",
+          "component": "Table",
+          "columns": [
+            "col_road_name",
+            "col_road_zone",
+            "col_road_reason",
+            "col_road_est"
+          ]
+        },
+        {
+          "id": "col_road_name",
+          "component": "Col",
+          "label": "Road / Highway Segment",
+          "type": "string",
+          "data": ["I-95 Southbound (Mile 14-22)", "Coastal Parkway Bridge", "River Road Crossing", "Pine Street Tunnel"]
+        },
+        {
+          "id": "col_road_zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": ["Zone A / B", "Zone A", "Zone B", "Zone C"]
+        },
+        {
+          "id": "col_road_reason",
+          "component": "Col",
+          "label": "Closure Reason",
+          "type": "string",
+          "data": ["Submerged / Floodwaters", "Structural Damage Inspection", "Debris Blockage / Fallen Trees", "Hazardous Material Spill Spillover"]
+        },
+        {
+          "id": "col_road_est",
+          "component": "Col",
+          "label": "Est. Reopening",
+          "type": "string",
+          "data": ["24-36 Hours", "Indefinite", "12 Hours", "6 Hours"]
+        },
+        {
+          "id": "evac_routes_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "evac_heading",
+            "evac_table"
+          ]
+        },
+        {
+          "id": "evac_heading",
+          "component": "Heading",
+          "text": "(5) Status of Evacuation Routes",
+          "level": "h3"
+        },
+        {
+          "id": "evac_table",
+          "component": "Table",
+          "columns": [
+            "col_evac_route",
+            "col_evac_corridor",
+            "col_evac_status",
+            "col_evac_traffic",
+            "col_evac_alt"
+          ]
+        },
+        {
+          "id": "col_evac_route",
+          "component": "Col",
+          "label": "Evacuation Route",
+          "type": "string",
+          "data": ["Route Alpha (Eastbound Arterial)", "Route Bravo (North Highway 101)", "Route Charlie (West Bypass)", "Route Delta (South Connector)"]
+        },
+        {
+          "id": "col_evac_corridor",
+          "component": "Col",
+          "label": "Corridor",
+          "type": "string",
+          "data": ["Zone A -> Shelter Hub East", "Zone B -> Inland High School", "Zone C -> Community College", "Zone A/D -> Southern Arena"]
+        },
+        {
+          "id": "col_evac_status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["CLEAR / OPEN", "SLOW - HEAVY TRAFFIC", "COMPROMISED - Single Lane", "BLOCKED / CLOSED"]
+        },
+        {
+          "id": "col_evac_traffic",
+          "component": "Col",
+          "label": "Flow Rate",
+          "type": "string",
+          "data": ["1,200 vehicles/hr", "450 vehicles/hr", "150 vehicles/hr", "0 vehicles/hr"]
+        },
+        {
+          "id": "col_evac_alt",
+          "component": "Col",
+          "label": "Recommended Detour",
+          "type": "string",
+          "data": ["None required", "Use County Road 4", "Reroute via Hilltop Avenue", "Divert to Route Alpha"]
+        },
+        {
+          "id": "tab_resources_shelters",
+          "component": "TabItem",
+          "value": "resources_shelters",
+          "trigger": "Resources, Shelters & Hospitals",
+          "content": [
+            "resources_card",
+            "shelters_card",
+            "hospitals_card"
+          ]
+        },
+        {
+          "id": "resources_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "res_heading",
+            "res_table"
+          ]
+        },
+        {
+          "id": "res_heading",
+          "component": "Heading",
+          "text": "(3) Vehicles, Personnel & Supplies Available",
+          "level": "h3"
+        },
+        {
+          "id": "res_table",
+          "component": "Table",
+          "columns": [
+            "col_res_cat",
+            "col_res_item",
+            "col_res_total",
+            "col_res_deployed",
+            "col_res_avail"
+          ]
+        },
+        {
+          "id": "col_res_cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Vehicles", "Vehicles", "Personnel", "Personnel", "Supplies", "Supplies", "Supplies"]
+        },
+        {
+          "id": "col_res_item",
+          "component": "Col",
+          "label": "Resource Type",
+          "type": "string",
+          "data": ["Ambulances & Medevac Units", "High-Water Rescue Boats / Trucks", "First Responders / Firefighters", "Specialized Search & Rescue (USAR)", "Emergency Water (Gallons)", "MRE Food Rations", "Generators & Power Units"]
+        },
+        {
+          "id": "col_res_total",
+          "component": "Col",
+          "label": "Total Inventory",
+          "type": "number",
+          "data": [45, 28, 320, 85, 50000, 30000, 60]
+        },
+        {
+          "id": "col_res_deployed",
+          "component": "Col",
+          "label": "Deployed",
+          "type": "number",
+          "data": [32, 22, 240, 68, 32000, 18000, 42]
+        },
+        {
+          "id": "col_res_avail",
+          "component": "Col",
+          "label": "Available On-Standby",
+          "type": "number",
+          "data": [13, 6, 80, 17, 18000, 12000, 18]
+        },
+        {
+          "id": "shelters_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "shelter_heading",
+            "shelter_table"
+          ]
+        },
+        {
+          "id": "shelter_heading",
+          "component": "Heading",
+          "text": "(4) Shelters Capacity & Occupancy",
+          "level": "h3"
+        },
+        {
+          "id": "shelter_table",
+          "component": "Table",
+          "columns": [
+            "col_shelter_name",
+            "col_shelter_zone",
+            "col_shelter_cap",
+            "col_shelter_occ",
+            "col_shelter_pct"
+          ]
+        },
+        {
+          "id": "col_shelter_name",
+          "component": "Col",
+          "label": "Shelter Name & Location",
+          "type": "string",
+          "data": ["Central High School Gymnasium", "Lincoln Community Center", "Westside Expo Center", "St. Jude Church Hall"]
+        },
+        {
+          "id": "col_shelter_zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": ["Zone B", "Zone C", "Zone D", "Zone A (Border)"]
+        },
+        {
+          "id": "col_shelter_cap",
+          "component": "Col",
+          "label": "Total Capacity",
+          "type": "number",
+          "data": [800, 500, 1500, 300]
+        },
+        {
+          "id": "col_shelter_occ",
+          "component": "Col",
+          "label": "Current Occupancy",
+          "type": "number",
+          "data": [740, 480, 620, 295]
+        },
+        {
+          "id": "col_shelter_pct",
+          "component": "Col",
+          "label": "Occupancy Rate",
+          "type": "string",
+          "data": ["92.5% (NEAR FULL)", "96.0% (CRITICAL)", "41.3% (OPEN)", "98.3% (AT CAPACITY)"]
+        },
+        {
+          "id": "hospitals_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "hosp_heading",
+            "hosp_table"
+          ]
+        },
+        {
+          "id": "hosp_heading",
+          "component": "Heading",
+          "text": "(13) Nearby Hospitals with Free Beds",
+          "level": "h3"
+        },
+        {
+          "id": "hosp_table",
+          "component": "Table",
+          "columns": [
+            "col_hosp_name",
+            "col_hosp_zone",
+            "col_hosp_er_beds",
+            "col_hosp_icu_beds",
+            "col_hosp_trauma",
+            "col_hosp_status"
+          ]
+        },
+        {
+          "id": "col_hosp_name",
+          "component": "Col",
+          "label": "Hospital Name",
+          "type": "string",
+          "data": ["Metro General Hospital", "Mercy Medical Center", "University Health System", "St. Anthony Regional"]
+        },
+        {
+          "id": "col_hosp_zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": ["Zone B", "Zone C", "Zone D", "Zone D"]
+        },
+        {
+          "id": "col_hosp_er_beds",
+          "component": "Col",
+          "label": "Free ER Beds",
+          "type": "number",
+          "data": [4, 12, 28, 19]
+        },
+        {
+          "id": "col_hosp_icu_beds",
+          "component": "Col",
+          "label": "Free ICU Beds",
+          "type": "number",
+          "data": [1, 3, 10, 6]
+        },
+        {
+          "id": "col_hosp_trauma",
+          "component": "Col",
+          "label": "Trauma Level",
+          "type": "string",
+          "data": ["Level I Trauma", "Level II Trauma", "Level I Trauma", "Level III Trauma"]
+        },
+        {
+          "id": "col_hosp_status",
+          "component": "Col",
+          "label": "Operational Status",
+          "type": "string",
+          "data": ["DIVERTING Non-Emergency", "OPERATIONAL", "OPERATIONAL - FULL CAP", "OPERATIONAL"]
+        },
+        {
+          "id": "tab_volunteers_aid",
+          "component": "TabItem",
+          "value": "volunteers_aid",
+          "trigger": "Volunteers, Aid & Tasks",
+          "content": [
+            "volunteers_card",
+            "donations_card",
+            "aid_requests_card",
+            "tasks_card"
+          ]
+        },
+        {
+          "id": "volunteers_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "vol_heading",
+            "vol_table"
+          ]
+        },
+        {
+          "id": "vol_heading",
+          "component": "Heading",
+          "text": "(8) Volunteers on Duty with Assignments",
+          "level": "h3"
+        },
+        {
+          "id": "vol_table",
+          "component": "Table",
+          "columns": [
+            "col_vol_group",
+            "col_vol_count",
+            "col_vol_assign",
+            "col_vol_loc",
+            "col_vol_shift"
+          ]
+        },
+        {
+          "id": "col_vol_group",
+          "component": "Col",
+          "label": "Volunteer Team / Leader",
+          "type": "string",
+          "data": ["Red Cross Team Alpha", "CERT Unit 4", "Medical Reserve Corps", "Community Relief Volunteers", "Amateur Radio Response"]
+        },
+        {
+          "id": "col_vol_count",
+          "component": "Col",
+          "label": "Personnel Count",
+          "type": "number",
+          "data": [25, 18, 12, 40, 8]
+        },
+        {
+          "id": "col_vol_assign",
+          "component": "Col",
+          "label": "Current Assignment",
+          "type": "string",
+          "data": ["Shelter Intake & Check-in", "Sandbagging & Flood Barrier Duty", "First Aid Triage Station", "Donation Sorting & Packing", "Emergency Backup Comms Relay"]
+        },
+        {
+          "id": "col_vol_loc",
+          "component": "Col",
+          "label": "Assigned Location",
+          "type": "string",
+          "data": ["Lincoln Community Center", "River Road Crossing", "Central High School", "Warehouse 7 (Zone C)", "Command Center Tower"]
+        },
+        {
+          "id": "col_vol_shift",
+          "component": "Col",
+          "label": "Shift End",
+          "type": "string",
+          "data": ["18:00 UTC", "20:00 UTC", "16:00 UTC", "22:00 UTC", "00:00 UTC"]
+        },
+        {
+          "id": "donations_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "don_heading",
+            "don_table"
+          ]
+        },
+        {
+          "id": "don_heading",
+          "component": "Heading",
+          "text": "(9) Donations Received",
+          "level": "h3"
+        },
+        {
+          "id": "don_table",
+          "component": "Table",
+          "columns": [
+            "col_don_id",
+            "col_don_donor",
+            "col_don_item",
+            "col_don_qty",
+            "col_don_status"
+          ]
+        },
+        {
+          "id": "col_don_id",
+          "component": "Col",
+          "label": "Batch ID",
+          "type": "string",
+          "data": ["DON-801", "DON-802", "DON-803", "DON-804", "DON-805"]
+        },
+        {
+          "id": "col_don_donor",
+          "component": "Col",
+          "label": "Donor Organization",
+          "type": "string",
+          "data": ["Global Food Relief", "PharmaCare Inc.", "Metro Logistics Co.", "Community Relief Fund", "TechCorp Logistics"]
+        },
+        {
+          "id": "col_don_item",
+          "component": "Col",
+          "label": "Donated Items",
+          "type": "string",
+          "data": ["Bottled Water (Pallets)", "Emergency First Aid Kits", "Blankets & Sleeping Bags", "Monetary Relief Grant", "Portable Power Banks & Lights"]
+        },
+        {
+          "id": "col_don_qty",
+          "component": "Col",
+          "label": "Quantity / Value",
+          "type": "string",
+          "data": ["40 Pallets (48,000 btls)", "1,200 Kits", "2,500 Units", "$250,000 USD", "500 Units"]
+        },
+        {
+          "id": "col_don_status",
+          "component": "Col",
+          "label": "Staging Status",
+          "type": "string",
+          "data": ["Received & Staged", "Received - In Inspection", "Distributed to Shelters", "Allocated for Fuel/Supplies", "In Transit to Zone B"]
+        },
+        {
+          "id": "aid_requests_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "aid_heading",
+            "aid_table"
+          ]
+        },
+        {
+          "id": "aid_heading",
+          "component": "Heading",
+          "text": "(10) Aid Requests Awaiting Action",
+          "level": "h3"
+        },
+        {
+          "id": "aid_table",
+          "component": "Table",
+          "columns": [
+            "col_aid_id",
+            "col_aid_requester",
+            "col_aid_zone",
+            "col_aid_need",
+            "col_aid_prio"
+          ]
+        },
+        {
+          "id": "col_aid_id",
+          "component": "Col",
+          "label": "Req ID",
+          "type": "string",
+          "data": ["REQ-301", "REQ-304", "REQ-308", "REQ-312"]
+        },
+        {
+          "id": "col_aid_requester",
+          "component": "Col",
+          "label": "Requester / Location",
+          "type": "string",
+          "data": ["St. Jude Senior Home", "Zone B Field Clinic", "Eastside Evacuation Camp", "Community Shelter 3"]
+        },
+        {
+          "id": "col_aid_zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": ["Zone A", "Zone B", "Zone C", "Zone D"]
+        },
+        {
+          "id": "col_aid_need",
+          "component": "Col",
+          "label": "Requested Aid",
+          "type": "string",
+          "data": ["Emergency Evacuation Transport for 45 Residents", "Supplemental Oxygen Cylinders & Trauma Kits", "2x High-Capacity Diesel Generators", "Infant Formula & Diapers (500 packs)"]
+        },
+        {
+          "id": "col_aid_prio",
+          "component": "Col",
+          "label": "Priority Level",
+          "type": "string",
+          "data": ["URGENT - LIFE SAFETY", "HIGH - MEDICAL IMPACT", "HIGH - UTILITY CRISIS", "MEDIUM - SUPPLIES"]
+        },
+        {
+          "id": "tasks_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "task_heading",
+            "task_table"
+          ]
+        },
+        {
+          "id": "task_heading",
+          "component": "Heading",
+          "text": "(14) Open Tasks with Assignees",
+          "level": "h3"
+        },
+        {
+          "id": "task_table",
+          "component": "Table",
+          "columns": [
+            "col_task_id",
+            "col_task_desc",
+            "col_task_assignee",
+            "col_task_due",
+            "col_task_status"
+          ]
+        },
+        {
+          "id": "col_task_id",
+          "component": "Col",
+          "label": "Task ID",
+          "type": "string",
+          "data": ["TSK-91", "TSK-94", "TSK-98", "TSK-102", "TSK-105"]
+        },
+        {
+          "id": "col_task_desc",
+          "component": "Col",
+          "label": "Task Description",
+          "type": "string",
+          "data": ["Deploy backup radio repeater to Zone A North", "Clear structural debris on Route Bravo Bridge", "Deliver 5,000 MREs to Westside Expo Shelter", "Establish secondary medical triage at High School", "Conduct structural safety scan of Dam Levee B"]
+        },
+        {
+          "id": "col_task_assignee",
+          "component": "Col",
+          "label": "Assignee / Lead Unit",
+          "type": "string",
+          "data": ["Comms Officer J. Miller", "Public Works Team 3", "National Guard Logistics", "Dr. A. Vance (Med Corps)", "Army Corps of Engineers"]
+        },
+        {
+          "id": "col_task_due",
+          "component": "Col",
+          "label": "Deadline",
+          "type": "string",
+          "data": ["In 1 Hour", "In 3 Hours", "In 2 Hours", "In 4 Hours", "In 6 Hours"]
+        },
+        {
+          "id": "col_task_status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Progress", "In Progress", "En Route", "Assigned", "In Progress"]
+        },
+        {
+          "id": "tab_weather_comms",
+          "component": "TabItem",
+          "value": "weather_comms",
+          "trigger": "Weather & Communications",
+          "content": [
+            "weather_card",
+            "comms_card"
+          ]
+        },
+        {
+          "id": "weather_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "wx_heading",
+            "wx_callout",
+            "wx_chart"
+          ]
+        },
+        {
+          "id": "wx_heading",
+          "component": "Heading",
+          "text": "(6) Weather Forecast Next 48 Hours",
+          "level": "h3"
+        },
+        {
+          "id": "wx_callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Severe Weather Alert: Hours 12 to 24",
+          "description": "Heavy rainfall peaking at 45mm/hr with sustained winds of 55 knots expected in Hours 12-24. High risk of river surge."
+        },
+        {
+          "id": "wx_chart",
+          "component": "LineChart",
+          "xLabel": "Timeline (Hours Ahead)",
+          "yLabel": "Precipitation (mm) & Wind Speed (kts)",
+          "variant": "natural",
+          "labels": ["+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"],
+          "series": [
+            "wx_series_rain",
+            "wx_series_wind"
+          ]
+        },
+        {
+          "id": "wx_series_rain",
+          "component": "Series",
+          "category": "Precipitation (mm/hr)",
+          "values": [12, 35, 48, 40, 22, 10, 5, 2]
+        },
+        {
+          "id": "wx_series_wind",
+          "component": "Series",
+          "category": "Wind Gusts (knots)",
+          "values": [25, 42, 58, 52, 35, 28, 18, 12]
+        },
+        {
+          "id": "comms_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comms_heading",
+            "comms_table"
+          ]
+        },
+        {
+          "id": "comms_heading",
+          "component": "Heading",
+          "text": "(11) Communication Channels & Operational Status",
+          "level": "h3"
+        },
+        {
+          "id": "comms_table",
+          "component": "Table",
+          "columns": [
+            "col_comms_ch",
+            "col_comms_type",
+            "col_comms_status",
+            "col_comms_latency",
+            "col_comms_notes"
+          ]
+        },
+        {
+          "id": "col_comms_ch",
+          "component": "Col",
+          "label": "Channel ID / Name",
+          "type": "string",
+          "data": ["TAC-1 (Primary Dispatch)", "TAC-2 (Medical / EMS)", "TAC-3 (Search & Rescue)", "Satellite Network Alpha", "Cellular Emergency Network (LTE-E)", "Public Alert Broadcast System"]
+        },
+        {
+          "id": "col_comms_type",
+          "component": "Col",
+          "label": "Medium",
+          "type": "string",
+          "data": ["VHF/UHF Radio", "VHF Radio", "UHF Radio", "SATCOM", "Cellular FirstNet", "EAS / SMS"]
+        },
+        {
+          "id": "col_comms_status",
+          "component": "Col",
+          "label": "State",
+          "type": "string",
+          "data": ["UP - ONLINE", "UP - ONLINE", "UP - ONLINE", "UP - ONLINE", "DEGRADED - Tower 4 Down", "UP - ONLINE"]
+        },
+        {
+          "id": "col_comms_latency",
+          "component": "Col",
+          "label": "Signal / Health",
+          "type": "string",
+          "data": ["100% Signal", "98% Signal", "95% Signal", "100% (Lat: 120ms)", "45% Capacity", "100% Signal"]
+        },
+        {
+          "id": "col_comms_notes",
+          "component": "Col",
+          "label": "Operational Notes",
+          "type": "string",
+          "data": ["Primary emergency channel operating normally", "Clear audio transmission", "Intermittent interference near Zone A cliffs", "Backup link active", "Mobile cell tower unit dispatched to Zone A", "EAS ready for regional broadcast"]
+        },
+        {
+          "id": "tab_actions_forms",
+          "component": "TabItem",
+          "value": "actions_forms",
+          "trigger": "Dispatch & Command Actions",
+          "content": [
+            "req_resource_card",
+            "broadcast_card",
+            "sitrep_card"
+          ]
+        },
+        {
+          "id": "req_resource_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "req_res_heading",
+            "req_res_form"
+          ]
+        },
+        {
+          "id": "req_res_heading",
+          "component": "Heading",
+          "text": "(15) Request Additional Resources",
+          "level": "h3"
+        },
+        {
+          "id": "req_res_form",
+          "component": "Form",
+          "name": "resource_request_form",
+          "fields": [
+            "req_type_control",
+            "req_qty_control",
+            "req_zone_control",
+            "req_notes_control"
+          ],
+          "buttons": "req_res_buttons"
+        },
+        {
+          "id": "req_type_control",
+          "component": "FormControl",
+          "label": "Resource Type Required",
+          "hint": "Select category of requested reinforcements or supplies.",
+          "input": "req_type_input"
+        },
+        {
+          "id": "req_type_input",
+          "component": "Select",
+          "name": "resource_type",
+          "placeholder": "Choose resource type...",
+          "items": [
+            "rtype_1",
+            "rtype_2",
+            "rtype_3",
+            "rtype_4",
+            "rtype_5"
+          ]
+        },
+        {
+          "id": "rtype_1",
+          "component": "SelectItem",
+          "label": "Ambulances / Medical Transport Units",
+          "value": "ambulances"
+        },
+        {
+          "id": "rtype_2",
+          "component": "SelectItem",
+          "label": "High-Water Rescue Vehicles / Boats",
+          "value": "boats_trucks"
+        },
+        {
+          "id": "rtype_3",
+          "component": "SelectItem",
+          "label": "USAR Search & Rescue Teams",
+          "value": "usar_teams"
+        },
+        {
+          "id": "rtype_4",
+          "component": "SelectItem",
+          "label": "Potable Water & Emergency Rations",
+          "value": "water_rations"
+        },
+        {
+          "id": "rtype_5",
+          "component": "SelectItem",
+          "label": "Heavy Power Generators (100kW+)",
+          "value": "generators"
+        },
+        {
+          "id": "req_qty_control",
+          "component": "FormControl",
+          "label": "Quantity Needed",
+          "hint": "Specify number of units, teams, or pallets.",
+          "input": "req_qty_input"
+        },
+        {
+          "id": "req_qty_input",
+          "component": "Input",
+          "name": "resource_quantity",
+          "placeholder": "e.g. 10",
+          "type": "number"
+        },
+        {
+          "id": "req_zone_control",
+          "component": "FormControl",
+          "label": "Destination Zone",
+          "hint": "Select destination zone for delivery.",
+          "input": "req_zone_input"
+        },
+        {
+          "id": "req_zone_input",
+          "component": "Select",
+          "name": "destination_zone",
+          "placeholder": "Select destination zone...",
+          "items": [
+            "rzone_a",
+            "rzone_b",
+            "rzone_c",
+            "rzone_d"
+          ]
+        },
+        {
+          "id": "rzone_a",
+          "component": "SelectItem",
+          "label": "Zone A - Coastal Waterfront",
+          "value": "zone_a"
+        },
+        {
+          "id": "rzone_b",
+          "component": "SelectItem",
+          "label": "Zone B - River Basin",
+          "value": "zone_b"
+        },
+        {
+          "id": "rzone_c",
+          "component": "SelectItem",
+          "label": "Zone C - Industrial Corridor",
+          "value": "zone_c"
+        },
+        {
+          "id": "rzone_d",
+          "component": "SelectItem",
+          "label": "Zone D - Western Heights",
+          "value": "zone_d"
+        },
+        {
+          "id": "req_notes_control",
+          "component": "FormControl",
+          "label": "Justification & Specific Instructions",
+          "hint": "Provide contextual urgency details.",
+          "input": "req_notes_input"
+        },
+        {
+          "id": "req_notes_input",
+          "component": "TextArea",
+          "name": "request_notes",
+          "placeholder": "Explain mission requirement and urgency...",
+          "rows": 3
+        },
+        {
+          "id": "req_res_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn_submit_res_req"]
+        },
+        {
+          "id": "btn_submit_res_req",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "broadcast_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "bcast_heading",
+            "bcast_form"
+          ]
+        },
+        {
+          "id": "bcast_heading",
+          "component": "Heading",
+          "text": "(16) Broadcast Update Bulletin",
+          "level": "h3"
+        },
+        {
+          "id": "bcast_form",
+          "component": "Form",
+          "name": "broadcast_form",
+          "fields": [
+            "bcast_channel_control",
+            "bcast_msg_control"
+          ],
+          "buttons": "bcast_buttons"
+        },
+        {
+          "id": "bcast_channel_control",
+          "component": "FormControl",
+          "label": "Broadcast Channels Target",
+          "hint": "Select target audience for emergency broadcast.",
+          "input": "bcast_channel_input"
+        },
+        {
+          "id": "bcast_channel_input",
+          "component": "RadioGroup",
+          "name": "broadcast_target",
+          "defaultValue": "all_channels",
+          "items": [
+            "bopt_1",
+            "bopt_2",
+            "bopt_3"
+          ]
+        },
+        {
+          "id": "bopt_1",
+          "component": "RadioItem",
+          "label": "All Channels & EAS Public Warning System",
+          "description": "Sends alert to radio, mobile push, and EAS public broadcast.",
+          "value": "all_channels"
+        },
+        {
+          "id": "bopt_2",
+          "component": "RadioItem",
+          "label": "First Responder Field Units Only",
+          "description": "Internal dispatch transmission via TAC-1, TAC-2, TAC-3.",
+          "value": "responders_only"
+        },
+        {
+          "id": "bopt_3",
+          "component": "RadioItem",
+          "label": "Shelters & Medical Centers Only",
+          "description": "Direct bulletin to shelter coordinators and triage hubs.",
+          "value": "shelters_only"
+        },
+        {
+          "id": "bcast_msg_control",
+          "component": "FormControl",
+          "label": "Broadcast Message Content",
+          "hint": "Keep clear, direct, and concise.",
+          "input": "bcast_msg_input"
+        },
+        {
+          "id": "bcast_msg_input",
+          "component": "TextArea",
+          "name": "broadcast_message",
+          "placeholder": "Type broadcast message to issue across channels...",
+          "rows": 4
+        },
+        {
+          "id": "bcast_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn_submit_bcast"]
+        },
+        {
+          "id": "btn_submit_bcast",
+          "component": "Button",
+          "label": "Issue Emergency Broadcast",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        },
+        {
+          "id": "sitrep_card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sitrep_heading",
+            "sitrep_form"
+          ]
+        },
+        {
+          "id": "sitrep_heading",
+          "component": "Heading",
+          "text": "(18) File Situation Report (SITREP)",
+          "level": "h3"
+        },
+        {
+          "id": "sitrep_form",
+          "component": "Form",
+          "name": "sitrep_form",
+          "fields": [
+            "sitrep_author_control",
+            "sitrep_summary_control",
+            "sitrep_actions_control",
+            "sitrep_next_control"
+          ],
+          "buttons": "sitrep_buttons"
+        },
+        {
+          "id": "sitrep_author_control",
+          "component": "FormControl",
+          "label": "Reporting Officer / Unit Call Sign",
+          "hint": "Identify authoring officer.",
+          "input": "sitrep_author_input"
+        },
+        {
+          "id": "sitrep_author_input",
+          "component": "Input",
+          "name": "sitrep_author",
+          "placeholder": "Commander / Desk Officer Call Sign",
+          "type": "text"
+        },
+        {
+          "id": "sitrep_summary_control",
+          "component": "FormControl",
+          "label": "Operational Summary & Key Changes",
+          "hint": "Summarize shift developments.",
+          "input": "sitrep_summary_input"
+        },
+        {
+          "id": "sitrep_summary_input",
+          "component": "TextArea",
+          "name": "sitrep_summary",
+          "placeholder": "Detail current operational status and key achievements...",
+          "rows": 3
+        },
+        {
+          "id": "sitrep_actions_control",
+          "component": "FormControl",
+          "label": "Key Actions Taken in Reporting Period",
+          "hint": "List major operations completed.",
+          "input": "sitrep_actions_input"
+        },
+        {
+          "id": "sitrep_actions_input",
+          "component": "TextArea",
+          "name": "sitrep_actions",
+          "placeholder": "List evacuations, rescues, or road closures completed...",
+          "rows": 3
+        },
+        {
+          "id": "sitrep_next_control",
+          "component": "FormControl",
+          "label": "Upcoming Priorities & Risks (Next 12 Hours)",
+          "hint": "Highlight critical focus areas.",
+          "input": "sitrep_next_input"
+        },
+        {
+          "id": "sitrep_next_input",
+          "component": "TextArea",
+          "name": "sitrep_next_priorities",
+          "placeholder": "Identify upcoming risks, weather concerns, resource gaps...",
+          "rows": 3
+        },
+        {
+          "id": "sitrep_buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn_submit_sitrep"]
+        },
+        {
+          "id": "btn_submit_sitrep",
+          "component": "Button",
+          "label": "File Operational SITREP",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..8d7d0aa93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,1503 @@
+Here is the dashboard for the Emergency Response Coordination Center, incorporating all requested operational metrics, status monitors, active resource trackers, and dispatch/report tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency-command-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Emergency Operations Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency-command-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-card",
+            "tabs-main",
+            "followups"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "summary-callout"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Emergency Response Coordination Center",
+          "subtitle": "Real-time Operations & Tactical Command Dashboard"
+        },
+        {
+          "id": "summary-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Item 2: Overall Severity Summary - Level 4 Critical Emergency",
+          "description": "Active Incident Threshold Exceeded: High threat in Zone Alpha & Delta. 142 Total Rescued | 3 Casualties. High Winds & Flooding expected in next 24h."
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-resources",
+            "tab-logistics",
+            "tab-actions"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview & Incidents",
+          "content": [
+            "card-zone-filter",
+            "card-incidents",
+            "card-casualties"
+          ]
+        },
+        {
+          "id": "card-zone-filter",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-zone-filter",
+            "form-zone-filter"
+          ]
+        },
+        {
+          "id": "heading-zone-filter",
+          "component": "Heading",
+          "text": "Item 17: Focus on Specific Zone",
+          "level": "h4"
+        },
+        {
+          "id": "form-zone-filter",
+          "component": "Form",
+          "name": "zone_focus_form",
+          "fields": [
+            "ctrl-zone-select"
+          ],
+          "buttons": "btn-zone-filter"
+        },
+        {
+          "id": "ctrl-zone-select",
+          "component": "FormControl",
+          "label": "Select Operational Zone",
+          "input": "select-zone"
+        },
+        {
+          "id": "select-zone",
+          "component": "Select",
+          "name": "selected_zone",
+          "placeholder": "All Zones (Overall View)",
+          "items": [
+            "opt-zone-all",
+            "opt-zone-a",
+            "opt-zone-b",
+            "opt-zone-c",
+            "opt-zone-d"
+          ]
+        },
+        {
+          "id": "opt-zone-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Zones (Overall View)"
+        },
+        {
+          "id": "opt-zone-a",
+          "component": "SelectItem",
+          "value": "alpha",
+          "label": "Zone Alpha (Coastal High Risk)"
+        },
+        {
+          "id": "opt-zone-b",
+          "component": "SelectItem",
+          "value": "beta",
+          "label": "Zone Beta (Urban Center)"
+        },
+        {
+          "id": "opt-zone-c",
+          "component": "SelectItem",
+          "value": "charlie",
+          "label": "Zone Charlie (Northern Hills)"
+        },
+        {
+          "id": "opt-zone-d",
+          "component": "SelectItem",
+          "value": "delta",
+          "label": "Zone Delta (Industrial Basin)"
+        },
+        {
+          "id": "btn-zone-filter",
+          "component": "Buttons",
+          "buttons": [
+            "btn-apply-zone"
+          ]
+        },
+        {
+          "id": "btn-apply-zone",
+          "component": "Button",
+          "label": "Apply Zone Focus",
+          "variant": "secondary"
+        },
+        {
+          "id": "card-incidents",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-incidents",
+            "table-incidents"
+          ]
+        },
+        {
+          "id": "heading-incidents",
+          "component": "Heading",
+          "text": "Item 1: Active Incidents by Zone with Severity",
+          "level": "h4"
+        },
+        {
+          "id": "table-incidents",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-zone",
+            "col-inc-type",
+            "col-inc-severity",
+            "col-inc-status"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": [
+            "INC-104",
+            "INC-108",
+            "INC-112",
+            "INC-115"
+          ]
+        },
+        {
+          "id": "col-inc-zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": [
+            "Zone Alpha",
+            "Zone Delta",
+            "Zone Beta",
+            "Zone Charlie"
+          ]
+        },
+        {
+          "id": "col-inc-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "Flash Flood / Levee Breach",
+            "Chemical Spill",
+            "Power Grid Failure",
+            "Landslide Blocking Pass"
+          ]
+        },
+        {
+          "id": "col-inc-severity",
+          "component": "Col",
+          "label": "Severity Level",
+          "type": "string",
+          "data": [
+            "CRITICAL (Level 5)",
+            "HIGH (Level 4)",
+            "MEDIUM (Level 3)",
+            "HIGH (Level 4)"
+          ]
+        },
+        {
+          "id": "col-inc-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Active Search & Rescue",
+            "Containment In Progress",
+            "Backup Power Active",
+            "Clearance Underway"
+          ]
+        },
+        {
+          "id": "card-casualties",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-casualties",
+            "chart-casualties"
+          ]
+        },
+        {
+          "id": "heading-casualties",
+          "component": "Heading",
+          "text": "Item 7: Rescued Persons & Casualties So Far",
+          "level": "h4"
+        },
+        {
+          "id": "chart-casualties",
+          "component": "HorizontalBarChart",
+          "xLabel": "Count",
+          "yLabel": "Status",
+          "labels": [
+            "Zone Alpha",
+            "Zone Beta",
+            "Zone Charlie",
+            "Zone Delta"
+          ],
+          "series": [
+            "series-rescued",
+            "series-casualties"
+          ]
+        },
+        {
+          "id": "series-rescued",
+          "component": "Series",
+          "category": "Rescued",
+          "values": [
+            65,
+            42,
+            18,
+            17
+          ]
+        },
+        {
+          "id": "series-casualties",
+          "component": "Series",
+          "category": "Casualties",
+          "values": [
+            2,
+            0,
+            0,
+            1
+          ]
+        },
+        {
+          "id": "tab-resources",
+          "component": "TabItem",
+          "value": "resources",
+          "trigger": "Resources & Infrastructure",
+          "content": [
+            "card-avail-resources",
+            "card-hospitals",
+            "card-shelters",
+            "card-volunteers"
+          ]
+        },
+        {
+          "id": "card-avail-resources",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-avail-resources",
+            "table-avail-resources"
+          ]
+        },
+        {
+          "id": "heading-avail-resources",
+          "component": "Heading",
+          "text": "Item 3: Vehicles, Personnel, and Supplies Available",
+          "level": "h4"
+        },
+        {
+          "id": "table-avail-resources",
+          "component": "Table",
+          "columns": [
+            "col-res-cat",
+            "col-res-item",
+            "col-res-avail",
+            "col-res-deployed"
+          ]
+        },
+        {
+          "id": "col-res-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Vehicles",
+            "Vehicles",
+            "Personnel",
+            "Personnel",
+            "Supplies",
+            "Supplies"
+          ]
+        },
+        {
+          "id": "col-res-item",
+          "component": "Col",
+          "label": "Resource Item",
+          "type": "string",
+          "data": [
+            "Ambulances",
+            "Rescue Boats",
+            "Paramedics",
+            "Firefighters",
+            "Clean Water (Liters)",
+            "Emergency Meals"
+          ]
+        },
+        {
+          "id": "col-res-avail",
+          "component": "Col",
+          "label": "Available",
+          "type": "number",
+          "data": [
+            14,
+            8,
+            32,
+            45,
+            12500,
+            4200
+          ]
+        },
+        {
+          "id": "col-res-deployed",
+          "component": "Col",
+          "label": "Currently Deployed",
+          "type": "number",
+          "data": [
+            26,
+            12,
+            68,
+            110,
+            8500,
+            6300
+          ]
+        },
+        {
+          "id": "card-hospitals",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-hospitals",
+            "table-hospitals"
+          ]
+        },
+        {
+          "id": "heading-hospitals",
+          "component": "Heading",
+          "text": "Item 13: Nearby Hospitals & Free Beds",
+          "level": "h4"
+        },
+        {
+          "id": "table-hospitals",
+          "component": "Table",
+          "columns": [
+            "col-hosp-name",
+            "col-hosp-dist",
+            "col-hosp-er",
+            "col-hosp-icu",
+            "col-hosp-status"
+          ]
+        },
+        {
+          "id": "col-hosp-name",
+          "component": "Col",
+          "label": "Hospital",
+          "type": "string",
+          "data": [
+            "St. Jude Memorial",
+            "Central General Hospital",
+            "Valley Trauma Center",
+            "Northside Emergency Clinic"
+          ]
+        },
+        {
+          "id": "col-hosp-dist",
+          "component": "Col",
+          "label": "Distance",
+          "type": "string",
+          "data": [
+            "4.2 km",
+            "8.1 km",
+            "12.5 km",
+            "15.0 km"
+          ]
+        },
+        {
+          "id": "col-hosp-er",
+          "component": "Col",
+          "label": "Free ER Beds",
+          "type": "number",
+          "data": [
+            6,
+            18,
+            2,
+            11
+          ]
+        },
+        {
+          "id": "col-hosp-icu",
+          "component": "Col",
+          "label": "Free ICU Beds",
+          "type": "number",
+          "data": [
+            1,
+            5,
+            0,
+            3
+          ]
+        },
+        {
+          "id": "col-hosp-status",
+          "component": "Col",
+          "label": "Trauma Status",
+          "type": "string",
+          "data": [
+            "Near Capacity",
+            "Operational",
+            "Diverting Non-Critical",
+            "Operational"
+          ]
+        },
+        {
+          "id": "card-shelters",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-shelters",
+            "table-shelters"
+          ]
+        },
+        {
+          "id": "heading-shelters",
+          "component": "Heading",
+          "text": "Item 4: Evacuation Shelters (Capacity & Occupancy)",
+          "level": "h4"
+        },
+        {
+          "id": "table-shelters",
+          "component": "Table",
+          "columns": [
+            "col-shelter-name",
+            "col-shelter-loc",
+            "col-shelter-cap",
+            "col-shelter-occ",
+            "col-shelter-pct"
+          ]
+        },
+        {
+          "id": "col-shelter-name",
+          "component": "Col",
+          "label": "Shelter Name",
+          "type": "string",
+          "data": [
+            "Lincoln High School Gym",
+            "Civic Center Arena",
+            "Westside Community Center",
+            "St. Mary's Hall"
+          ]
+        },
+        {
+          "id": "col-shelter-loc",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": [
+            "Zone Beta",
+            "Zone Beta",
+            "Zone Charlie",
+            "Zone Alpha"
+          ]
+        },
+        {
+          "id": "col-shelter-cap",
+          "component": "Col",
+          "label": "Total Capacity",
+          "type": "number",
+          "data": [
+            500,
+            1200,
+            350,
+            200
+          ]
+        },
+        {
+          "id": "col-shelter-occ",
+          "component": "Col",
+          "label": "Current Occupancy",
+          "type": "number",
+          "data": [
+            420,
+            890,
+            140,
+            195
+          ]
+        },
+        {
+          "id": "col-shelter-pct",
+          "component": "Col",
+          "label": "Occupancy Rate",
+          "type": "string",
+          "data": [
+            "84%",
+            "74%",
+            "40%",
+            "97.5% (Full)"
+          ]
+        },
+        {
+          "id": "card-volunteers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-volunteers",
+            "table-volunteers"
+          ]
+        },
+        {
+          "id": "heading-volunteers",
+          "component": "Heading",
+          "text": "Item 8: Volunteers On Duty with Assignment",
+          "level": "h4"
+        },
+        {
+          "id": "table-volunteers",
+          "component": "Table",
+          "columns": [
+            "col-vol-group",
+            "col-vol-count",
+            "col-vol-assignment",
+            "col-vol-loc"
+          ]
+        },
+        {
+          "id": "col-vol-group",
+          "component": "Col",
+          "label": "Volunteer Unit",
+          "type": "string",
+          "data": [
+            "Red Cross Team A",
+            "CERT Squad 4",
+            "Medical Reserve Corps",
+            "Spontaneous Volunteers"
+          ]
+        },
+        {
+          "id": "col-vol-count",
+          "component": "Col",
+          "label": "On Duty",
+          "type": "number",
+          "data": [
+            24,
+            15,
+            12,
+            40
+          ]
+        },
+        {
+          "id": "col-vol-assignment",
+          "component": "Col",
+          "label": "Assignment",
+          "type": "string",
+          "data": [
+            "Shelter Operations & Food Distribution",
+            "Sandbagging & Flood Barrier Duty",
+            "Triage Support & First Aid",
+            "Donation Sorting & Warehousing"
+          ]
+        },
+        {
+          "id": "col-vol-loc",
+          "component": "Col",
+          "label": "Assigned Location",
+          "type": "string",
+          "data": [
+            "Civic Center Arena",
+            "Zone Alpha Levee",
+            "Lincoln High Gym",
+            "Logistics Depot B"
+          ]
+        },
+        {
+          "id": "tab-logistics",
+          "component": "TabItem",
+          "value": "logistics",
+          "trigger": "Routes, Weather & Logistics",
+          "content": [
+            "card-routes-roads",
+            "card-weather",
+            "card-comm-channels",
+            "card-donations"
+          ]
+        },
+        {
+          "id": "card-routes-roads",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-routes",
+            "table-routes",
+            "heading-roads",
+            "table-roads"
+          ]
+        },
+        {
+          "id": "heading-routes",
+          "component": "Heading",
+          "text": "Item 5: Status of Evacuation Routes",
+          "level": "h4"
+        },
+        {
+          "id": "table-routes",
+          "component": "Table",
+          "columns": [
+            "col-route-id",
+            "col-route-name",
+            "col-route-status",
+            "col-route-flow"
+          ]
+        },
+        {
+          "id": "col-route-id",
+          "component": "Col",
+          "label": "Route ID",
+          "type": "string",
+          "data": [
+            "Route 1 (North)",
+            "Route 2 (East)",
+            "Route 3 (South)",
+            "Route 4 (West)"
+          ]
+        },
+        {
+          "id": "col-route-name",
+          "component": "Col",
+          "label": "Corridor",
+          "type": "string",
+          "data": [
+            "Interstate 80 Corridor",
+            "State Highway 12",
+            "River Road Expressway",
+            "County Road 45"
+          ]
+        },
+        {
+          "id": "col-route-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "OPEN - Contraflow Active",
+            "OPEN - Clear",
+            "CLOSED - Submerged",
+            "RESTRICTED - Emergency Vehicles Only"
+          ]
+        },
+        {
+          "id": "col-route-flow",
+          "component": "Col",
+          "label": "Traffic Flow",
+          "type": "string",
+          "data": [
+            "Heavy (45 mph)",
+            "Moderate (55 mph)",
+            "Blocked (0 mph)",
+            "Light / Official Use Only"
+          ]
+        },
+        {
+          "id": "heading-roads",
+          "component": "Heading",
+          "text": "Item 12: Closed Roads",
+          "level": "h4"
+        },
+        {
+          "id": "table-roads",
+          "component": "Table",
+          "columns": [
+            "col-road-name",
+            "col-road-segment",
+            "col-road-reason",
+            "col-road-est"
+          ]
+        },
+        {
+          "id": "col-road-name",
+          "component": "Col",
+          "label": "Road Name",
+          "type": "string",
+          "data": [
+            "Main Street Bridge",
+            "River Road Expressway",
+            "Hillside Boulevard",
+            "Pine Ridge Pass"
+          ]
+        },
+        {
+          "id": "col-road-segment",
+          "component": "Col",
+          "label": "Segment",
+          "type": "string",
+          "data": [
+            "Mile Marker 12 to 14",
+            "Junction 4 to 8",
+            "Between 5th & 12th Ave",
+            "North Peak Section"
+          ]
+        },
+        {
+          "id": "col-road-reason",
+          "component": "Col",
+          "label": "Reason for Closure",
+          "type": "string",
+          "data": [
+            "Structural Integrity Risk",
+            "High Floodwater (3 ft)",
+            "Downed Power Lines",
+            "Landslide Debris"
+          ]
+        },
+        {
+          "id": "col-road-est",
+          "component": "Col",
+          "label": "Est. Reopening",
+          "type": "string",
+          "data": [
+            "Pending Inspection",
+            "24-48 Hours",
+            "6 Hours",
+            "12 Hours"
+          ]
+        },
+        {
+          "id": "card-weather",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-weather",
+            "table-weather"
+          ]
+        },
+        {
+          "id": "heading-weather",
+          "component": "Heading",
+          "text": "Item 6: Weather Forecast (Next 48 Hours)",
+          "level": "h4"
+        },
+        {
+          "id": "table-weather",
+          "component": "Table",
+          "columns": [
+            "col-wx-period",
+            "col-wx-cond",
+            "col-wx-precip",
+            "col-wx-wind",
+            "col-wx-alert"
+          ]
+        },
+        {
+          "id": "col-wx-period",
+          "component": "Col",
+          "label": "Time Window",
+          "type": "string",
+          "data": [
+            "Next 0 - 12 Hours",
+            "12 - 24 Hours",
+            "24 - 36 Hours",
+            "36 - 48 Hours"
+          ]
+        },
+        {
+          "id": "col-wx-cond",
+          "component": "Col",
+          "label": "Condition",
+          "type": "string",
+          "data": [
+            "Heavy Downpour & Squalls",
+            "Moderate Rain & Gusts",
+            "Scattered Showers",
+            "Partly Cloudy / Clearing"
+          ]
+        },
+        {
+          "id": "col-wx-precip",
+          "component": "Col",
+          "label": "Precipitation",
+          "type": "string",
+          "data": [
+            "35 mm/hr",
+            "15 mm/hr",
+            "5 mm/hr",
+            "0 mm/hr"
+          ]
+        },
+        {
+          "id": "col-wx-wind",
+          "component": "Col",
+          "label": "Wind Speeds",
+          "type": "string",
+          "data": [
+            "45 mph (G55)",
+            "30 mph (G40)",
+            "18 mph",
+            "10 mph"
+          ]
+        },
+        {
+          "id": "col-wx-alert",
+          "component": "Col",
+          "label": "Advisory",
+          "type": "string",
+          "data": [
+            "Flash Flood Warning",
+            "Wind Advisory",
+            "Flood Watch",
+            "None"
+          ]
+        },
+        {
+          "id": "card-comm-channels",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-comm",
+            "table-comm"
+          ]
+        },
+        {
+          "id": "heading-comm",
+          "component": "Heading",
+          "text": "Item 11: Communication Channels & Operational Status",
+          "level": "h4"
+        },
+        {
+          "id": "table-comm",
+          "component": "Table",
+          "columns": [
+            "col-comm-name",
+            "col-comm-type",
+            "col-comm-status",
+            "col-comm-notes"
+          ]
+        },
+        {
+          "id": "col-comm-name",
+          "component": "Col",
+          "label": "Channel Name",
+          "type": "string",
+          "data": [
+            "Primary Dispatch (TAC-1)",
+            "Interagency Emergency Net (TAC-2)",
+            "FirstNet Cellular Repeaters",
+            "Satellite Backhaul Link",
+            "Public Emergency Radio (162.55 MHz)"
+          ]
+        },
+        {
+          "id": "col-comm-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "VHF Radio",
+            "UHF Radio",
+            "Cellular / Data",
+            "SATCOM",
+            "NOAA Broadcast"
+          ]
+        },
+        {
+          "id": "col-comm-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "ONLINE (UP)",
+            "ONLINE (UP)",
+            "DEGRADED (40% Tower Loss)",
+            "ONLINE (UP)",
+            "ONLINE (UP)"
+          ]
+        },
+        {
+          "id": "col-comm-notes",
+          "component": "Col",
+          "label": "Notes / Backup",
+          "type": "string",
+          "data": [
+            "Clear reception",
+            "Heavy traffic, keep concise",
+            "Mobile Cell on Wheels (COW) dispatched",
+            "Primary data relay active",
+            "Automated loop active"
+          ]
+        },
+        {
+          "id": "card-donations",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-donations",
+            "table-donations"
+          ]
+        },
+        {
+          "id": "heading-donations",
+          "component": "Heading",
+          "text": "Item 9: Donations Received",
+          "level": "h4"
+        },
+        {
+          "id": "table-donations",
+          "component": "Table",
+          "columns": [
+            "col-don-cat",
+            "col-don-qty",
+            "col-don-donor",
+            "col-don-loc"
+          ]
+        },
+        {
+          "id": "col-don-cat",
+          "component": "Col",
+          "label": "Item / Category",
+          "type": "string",
+          "data": [
+            "Bottled Drinking Water",
+            "Non-Perishable Canned Food",
+            "Heavy Blankets & Cots",
+            "Hygiene Kits",
+            "Emergency Financial Fund"
+          ]
+        },
+        {
+          "id": "col-don-qty",
+          "component": "Col",
+          "label": "Quantity Received",
+          "type": "string",
+          "data": [
+            "8,000 Pallets",
+            "12,500 Units",
+            "1,200 Sets",
+            "2,500 Kits",
+            "$345,000"
+          ]
+        },
+        {
+          "id": "col-don-donor",
+          "component": "Col",
+          "label": "Primary Source",
+          "type": "string",
+          "data": [
+            "Regional Food Bank",
+            "Community Drive / Local Supermarkets",
+            "State Disaster Relief Stock",
+            "Direct Relief NGO",
+            "Public Online Portal"
+          ]
+        },
+        {
+          "id": "col-don-loc",
+          "component": "Col",
+          "label": "Staging Location",
+          "type": "string",
+          "data": [
+            "Warehouse B",
+            "Warehouse B",
+            "Civic Center Shelter",
+            "Warehouse A",
+            "Treasury Account"
+          ]
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Tasks, Requests & Commands",
+          "content": [
+            "card-tasks",
+            "card-aid-requests",
+            "card-resource-request-form",
+            "card-broadcast-form",
+            "card-sitrep-form"
+          ]
+        },
+        {
+          "id": "card-tasks",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-tasks",
+            "table-tasks"
+          ]
+        },
+        {
+          "id": "heading-tasks",
+          "component": "Heading",
+          "text": "Item 14: Open Tasks with Assignee",
+          "level": "h4"
+        },
+        {
+          "id": "table-tasks",
+          "component": "Table",
+          "columns": [
+            "col-task-id",
+            "col-task-desc",
+            "col-task-assignee",
+            "col-task-prio",
+            "col-task-status"
+          ]
+        },
+        {
+          "id": "col-task-id",
+          "component": "Col",
+          "label": "Task ID",
+          "type": "string",
+          "data": [
+            "TSK-301",
+            "TSK-302",
+            "TSK-303",
+            "TSK-304"
+          ]
+        },
+        {
+          "id": "col-task-desc",
+          "component": "Col",
+          "label": "Task Description",
+          "type": "string",
+          "data": [
+            "Deliver generator to St. Mary Shelter",
+            "Inspect Main St. Bridge structure",
+            "Clear fallen tree on CR-45",
+            "Set up Mobile Medical Tent in Zone Delta"
+          ]
+        },
+        {
+          "id": "col-task-assignee",
+          "component": "Col",
+          "label": "Assignee",
+          "type": "string",
+          "data": [
+            "National Guard Unit 3",
+            "DOT Structural Eng. Team B",
+            "Public Works Crew 7",
+            "EMS Mobile Unit 2"
+          ]
+        },
+        {
+          "id": "col-task-prio",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "HIGH",
+            "CRITICAL",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        {
+          "id": "col-task-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Transit",
+            "On Site Assessment",
+            "Pending Equipment",
+            "Deploying"
+          ]
+        },
+        {
+          "id": "card-aid-requests",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-aid-req",
+            "table-aid-req"
+          ]
+        },
+        {
+          "id": "heading-aid-req",
+          "component": "Heading",
+          "text": "Item 10: Aid Requests Awaiting Action",
+          "level": "h4"
+        },
+        {
+          "id": "table-aid-req",
+          "component": "Table",
+          "columns": [
+            "col-aid-id",
+            "col-aid-source",
+            "col-aid-need",
+            "col-aid-loc",
+            "col-aid-urgency"
+          ]
+        },
+        {
+          "id": "col-aid-id",
+          "component": "Col",
+          "label": "Request ID",
+          "type": "string",
+          "data": [
+            "REQ-881",
+            "REQ-884",
+            "REQ-889"
+          ]
+        },
+        {
+          "id": "col-aid-source",
+          "component": "Col",
+          "label": "Requestor",
+          "type": "string",
+          "data": [
+            "Westside Elder Care Facility",
+            "Zone Alpha Field Command",
+            "Civic Center Shelter"
+          ]
+        },
+        {
+          "id": "col-aid-need",
+          "component": "Col",
+          "label": "Requested Aid",
+          "type": "string",
+          "data": [
+            "Emergency Oxygen Supply & Evac Lift",
+            "Inflatable Search Boats (x3)",
+            "Infant Formula & Diapers (500 packs)"
+          ]
+        },
+        {
+          "id": "col-aid-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": [
+            "Zone Beta - 4th St",
+            "Zone Alpha Sector 2",
+            "Zone Beta Arena"
+          ]
+        },
+        {
+          "id": "col-aid-urgency",
+          "component": "Col",
+          "label": "Urgency",
+          "type": "string",
+          "data": [
+            "URGENT / LIFE-SAFETY",
+            "HIGH",
+            "MEDIUM"
+          ]
+        },
+        {
+          "id": "card-resource-request-form",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-req-resources",
+            "form-req-resources"
+          ]
+        },
+        {
+          "id": "heading-req-resources",
+          "component": "Heading",
+          "text": "Item 15: Request More Resources (Type & Quantity)",
+          "level": "h4"
+        },
+        {
+          "id": "form-req-resources",
+          "component": "Form",
+          "name": "resource_request_form",
+          "fields": [
+            "ctrl-res-type",
+            "ctrl-res-qty",
+            "ctrl-res-dest"
+          ],
+          "buttons": "btn-grp-res-req"
+        },
+        {
+          "id": "ctrl-res-type",
+          "component": "FormControl",
+          "label": "Resource Type",
+          "input": "input-res-type",
+          "hint": "e.g., Heavy Water Pumps, Medical Personnel, Hazmat Suits"
+        },
+        {
+          "id": "input-res-type",
+          "component": "Input",
+          "name": "resource_type",
+          "placeholder": "Enter resource type required",
+          "type": "text"
+        },
+        {
+          "id": "ctrl-res-qty",
+          "component": "FormControl",
+          "label": "Quantity Needed",
+          "input": "input-res-qty"
+        },
+        {
+          "id": "input-res-qty",
+          "component": "Input",
+          "name": "resource_quantity",
+          "placeholder": "e.g., 500, 10 units, 3 teams",
+          "type": "text"
+        },
+        {
+          "id": "ctrl-res-dest",
+          "component": "FormControl",
+          "label": "Destination / Dispatch Zone",
+          "input": "input-res-dest"
+        },
+        {
+          "id": "input-res-dest",
+          "component": "Input",
+          "name": "resource_destination",
+          "placeholder": "e.g., Zone Alpha Staging Point B",
+          "type": "text"
+        },
+        {
+          "id": "btn-grp-res-req",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-res-req"
+          ]
+        },
+        {
+          "id": "btn-submit-res-req",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary"
+        },
+        {
+          "id": "card-broadcast-form",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-broadcast",
+            "form-broadcast"
+          ]
+        },
+        {
+          "id": "heading-broadcast",
+          "component": "Heading",
+          "text": "Item 16: Broadcast Emergency Update",
+          "level": "h4"
+        },
+        {
+          "id": "form-broadcast",
+          "component": "Form",
+          "name": "broadcast_form",
+          "fields": [
+            "ctrl-broadcast-msg",
+            "ctrl-broadcast-channel"
+          ],
+          "buttons": "btn-grp-broadcast"
+        },
+        {
+          "id": "ctrl-broadcast-msg",
+          "component": "FormControl",
+          "label": "Broadcast Message",
+          "input": "textarea-broadcast-msg",
+          "hint": "Message will be transmitted across selected channels immediately."
+        },
+        {
+          "id": "textarea-broadcast-msg",
+          "component": "TextArea",
+          "name": "broadcast_message",
+          "placeholder": "Enter official broadcast alert or tactical directive...",
+          "rows": 3
+        },
+        {
+          "id": "ctrl-broadcast-channel",
+          "component": "FormControl",
+          "label": "Target Audience / Channels",
+          "input": "select-broadcast-channel"
+        },
+        {
+          "id": "select-broadcast-channel",
+          "component": "Select",
+          "name": "broadcast_target",
+          "placeholder": "Select broadcast target",
+          "items": [
+            "opt-bc-all",
+            "opt-bc-field",
+            "opt-bc-public"
+          ]
+        },
+        {
+          "id": "opt-bc-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Outlets (Field Units + Public Alert Systems)"
+        },
+        {
+          "id": "opt-bc-field",
+          "component": "SelectItem",
+          "value": "field_only",
+          "label": "Tactical Radio Nets Only (First Responders)"
+        },
+        {
+          "id": "opt-bc-public",
+          "component": "SelectItem",
+          "value": "public_only",
+          "label": "Public Emergency Alert Network (EAS & Mobile)"
+        },
+        {
+          "id": "btn-grp-broadcast",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-broadcast"
+          ]
+        },
+        {
+          "id": "btn-submit-broadcast",
+          "component": "Button",
+          "label": "Issue Emergency Broadcast",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "card-sitrep-form",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "heading-sitrep",
+            "form-sitrep"
+          ]
+        },
+        {
+          "id": "heading-sitrep",
+          "component": "Heading",
+          "text": "Item 18: File Situation Report (SITREP)",
+          "level": "h4"
+        },
+        {
+          "id": "form-sitrep",
+          "component": "Form",
+          "name": "sitrep_form",
+          "fields": [
+            "ctrl-sitrep-summary",
+            "ctrl-sitrep-details"
+          ],
+          "buttons": "btn-grp-sitrep"
+        },
+        {
+          "id": "ctrl-sitrep-summary",
+          "component": "FormControl",
+          "label": "SITREP Headline / Executive Summary",
+          "input": "input-sitrep-summary"
+        },
+        {
+          "id": "input-sitrep-summary",
+          "component": "Input",
+          "name": "sitrep_summary",
+          "placeholder": "e.g., Operational Update #4 - Levee Breach Stabilization Effort",
+          "type": "text"
+        },
+        {
+          "id": "ctrl-sitrep-details",
+          "component": "FormControl",
+          "label": "Detailed Field Assessment & Operational Outlook",
+          "input": "textarea-sitrep-details"
+        },
+        {
+          "id": "textarea-sitrep-details",
+          "component": "TextArea",
+          "name": "sitrep_details",
+          "placeholder": "Detail operational milestones, critical hazards, next 12-hour operational plan...",
+          "rows": 4
+        },
+        {
+          "id": "btn-grp-sitrep",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-sitrep"
+          ]
+        },
+        {
+          "id": "btn-submit-sitrep",
+          "component": "Button",
+          "label": "Submit SITREP to Command",
+          "variant": "primary"
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": [
+            "followup-1",
+            "followup-2",
+            "followup-3"
+          ]
+        },
+        {
+          "id": "followup-1",
+          "component": "FollowUpItem",
+          "text": "Show high priority aid requests awaiting action"
+        },
+        {
+          "id": "followup-2",
+          "component": "FollowUpItem",
+          "text": "Focus view on Zone Alpha (Coastal High Risk)"
+        },
+        {
+          "id": "followup-3",
+          "component": "FollowUpItem",
+          "text": "Check available ambulance capacity across all zones"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..cb17afe85
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,1578 @@
+Here is the complete emergency response coordination center interface covering all requested operational requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency-command-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D97706",
+        "agentDisplayName": "Emergency Operations Center UI"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency-command-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "critical-alerts",
+            "kpi-metrics-card",
+            "control-actions-card",
+            "main-tabs-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "header-title",
+            "zone-filter-container"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Emergency Response Coordination Center",
+          "subtitle": "Central Operations Command & Disaster Management System"
+        },
+        {
+          "id": "zone-filter-container",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "zone-filter-control"
+          ]
+        },
+        {
+          "id": "zone-filter-control",
+          "component": "FormControl",
+          "label": "Focus Zone Focus Filter (#17)",
+          "hint": "Select a zone to filter all real-time operational data across the dashboard",
+          "input": "zone-select-input"
+        },
+        {
+          "id": "zone-select-input",
+          "component": "Select",
+          "name": "zoneFilter",
+          "placeholder": "All Zones (Entire Metro Area)",
+          "items": [
+            "zone-opt-all",
+            "zone-opt-north",
+            "zone-opt-south",
+            "zone-opt-east",
+            "zone-opt-west",
+            "zone-opt-central"
+          ]
+        },
+        {
+          "id": "zone-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Zones (All Operations Active)"
+        },
+        {
+          "id": "zone-opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "Zone Alpha (North Shore / River Valley)"
+        },
+        {
+          "id": "zone-opt-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "Zone Bravo (South District / Harbor)"
+        },
+        {
+          "id": "zone-opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "Zone Charlie (East Residential Hills)"
+        },
+        {
+          "id": "zone-opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "Zone Delta (West Industrial Corridor)"
+        },
+        {
+          "id": "zone-opt-central",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Zone Echo (Central Downtown)"
+        },
+        {
+          "id": "critical-alerts",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Severe Weather & Evacuation Warning in Effect",
+          "description": "Flash Flood Watch active for Zone Alpha & Bravo. Major evacuation routes Route 10 and River Bridge are currently CLOSED. Check closed roads and hospital capacity below."
+        },
+        {
+          "id": "kpi-metrics-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-heading",
+            "kpi-summary-grid",
+            "severity-chart"
+          ]
+        },
+        {
+          "id": "kpi-heading",
+          "component": "Heading",
+          "text": "Overall Severity & Casualties Summary (#2, #7, #9)",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-summary-grid",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-rescued",
+            "kpi-casualties",
+            "kpi-donations"
+          ]
+        },
+        {
+          "id": "kpi-rescued",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "rescued-badge",
+            "rescued-heading",
+            "rescued-desc"
+          ]
+        },
+        {
+          "id": "rescued-badge",
+          "component": "Badge",
+          "text": "1,420 Rescued",
+          "variant": "default"
+        },
+        {
+          "id": "rescued-heading",
+          "component": "Heading",
+          "text": "1,420",
+          "level": "h1"
+        },
+        {
+          "id": "rescued-desc",
+          "component": "TextContent",
+          "text": "People successfully evacuated & rescued so far (#7)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-casualties",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "casualty-badge",
+            "casualty-heading",
+            "casualty-desc"
+          ]
+        },
+        {
+          "id": "casualty-badge",
+          "component": "Badge",
+          "text": "18 Fatalities / 142 Injured",
+          "variant": "destructive"
+        },
+        {
+          "id": "casualty-heading",
+          "component": "Heading",
+          "text": "160",
+          "level": "h1"
+        },
+        {
+          "id": "casualty-desc",
+          "component": "TextContent",
+          "text": "Total casualties recorded to date (#7)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-donations",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "donations-badge",
+            "donations-heading",
+            "donations-desc"
+          ]
+        },
+        {
+          "id": "donations-badge",
+          "component": "Badge",
+          "text": "$482,500 Raised",
+          "variant": "secondary"
+        },
+        {
+          "id": "donations-heading",
+          "component": "Heading",
+          "text": "$482,500",
+          "level": "h1"
+        },
+        {
+          "id": "donations-desc",
+          "component": "TextContent",
+          "text": "Donations received (Monetary & In-kind) (#9)",
+          "size": "small"
+        },
+        {
+          "id": "severity-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Number of Active Incidents",
+          "yLabel": "Severity Level",
+          "labels": [
+            "Level 5 (Critical)",
+            "Level 4 (Severe)",
+            "Level 3 (Moderate)",
+            "Level 2 (Minor)",
+            "Level 1 (Low)"
+          ],
+          "series": [
+            "series-severity-count"
+          ],
+          "variant": "grouped"
+        },
+        {
+          "id": "series-severity-count",
+          "component": "Series",
+          "category": "Incidents Count",
+          "values": [
+            4,
+            8,
+            12,
+            7,
+            3
+          ]
+        },
+        {
+          "id": "control-actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "control-actions-heading",
+            "dialogs-container"
+          ]
+        },
+        {
+          "id": "control-actions-heading",
+          "component": "Heading",
+          "text": "Command Actions (#15, #16, #18)",
+          "level": "h3"
+        },
+        {
+          "id": "dialogs-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "request-resource-dialog",
+            "broadcast-dialog",
+            "sitrep-dialog"
+          ]
+        },
+        {
+          "id": "request-resource-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Resources (#15)",
+          "triggerVariant": "default",
+          "title": "Request Additional Resources",
+          "description": "Specify the resource type, quantity, and priority for emergency dispatch.",
+          "content": [
+            "form-request-resource"
+          ]
+        },
+        {
+          "id": "form-request-resource",
+          "component": "Form",
+          "name": "resourceRequestForm",
+          "buttons": "req-buttons",
+          "fields": [
+            "field-req-type",
+            "field-req-qty",
+            "field-req-zone",
+            "field-req-notes"
+          ]
+        },
+        {
+          "id": "field-req-type",
+          "component": "FormControl",
+          "label": "Resource Type",
+          "input": "input-req-type"
+        },
+        {
+          "id": "input-req-type",
+          "component": "Select",
+          "name": "resourceType",
+          "placeholder": "Select resource needed",
+          "items": [
+            "rtype-1",
+            "rtype-2",
+            "rtype-3",
+            "rtype-4",
+            "rtype-5"
+          ]
+        },
+        {
+          "id": "rtype-1",
+          "component": "SelectItem",
+          "value": "boats",
+          "label": "Water Rescue Crafts / Boats"
+        },
+        {
+          "id": "rtype-2",
+          "component": "SelectItem",
+          "value": "generators",
+          "label": "High-Capacity Generators"
+        },
+        {
+          "id": "rtype-3",
+          "component": "SelectItem",
+          "value": "medical",
+          "label": "Trauma Medical Teams"
+        },
+        {
+          "id": "rtype-4",
+          "component": "SelectItem",
+          "value": "food",
+          "label": "Emergency Rations & Clean Water"
+        },
+        {
+          "id": "rtype-5",
+          "component": "SelectItem",
+          "value": "heavy_eq",
+          "label": "Heavy Debris Clearing Equipment"
+        },
+        {
+          "id": "field-req-qty",
+          "component": "FormControl",
+          "label": "Quantity Required",
+          "input": "input-req-qty"
+        },
+        {
+          "id": "input-req-qty",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "e.g., 25 units or 5 teams",
+          "type": "text"
+        },
+        {
+          "id": "field-req-zone",
+          "component": "FormControl",
+          "label": "Target Zone",
+          "input": "input-req-zone"
+        },
+        {
+          "id": "input-req-zone",
+          "component": "Select",
+          "name": "targetZone",
+          "placeholder": "Select deployment zone",
+          "items": [
+            "zone-opt-north",
+            "zone-opt-south",
+            "zone-opt-east",
+            "zone-opt-west",
+            "zone-opt-central"
+          ]
+        },
+        {
+          "id": "field-req-notes",
+          "component": "FormControl",
+          "label": "Justification & Specific Instructions",
+          "input": "input-req-notes"
+        },
+        {
+          "id": "input-req-notes",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Provide context, contact info on arrival, and urgency level..."
+        },
+        {
+          "id": "req-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-req"
+          ]
+        },
+        {
+          "id": "btn-submit-req",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary"
+        },
+        {
+          "id": "broadcast-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Broadcast Update (#16)",
+          "triggerVariant": "secondary",
+          "title": "Broadcast Emergency Alert / Update",
+          "description": "Send an emergency message broadcast across channels, field teams, and public alerts.",
+          "content": [
+            "form-broadcast"
+          ]
+        },
+        {
+          "id": "form-broadcast",
+          "component": "Form",
+          "name": "broadcastForm",
+          "buttons": "broadcast-buttons",
+          "fields": [
+            "field-bcast-channel",
+            "field-bcast-msg"
+          ]
+        },
+        {
+          "id": "field-bcast-channel",
+          "component": "FormControl",
+          "label": "Target Audience / Channels",
+          "input": "input-bcast-channel"
+        },
+        {
+          "id": "input-bcast-channel",
+          "component": "Select",
+          "name": "targetAudience",
+          "placeholder": "Select channels",
+          "items": [
+            "bcast-all",
+            "bcast-field",
+            "bcast-public"
+          ]
+        },
+        {
+          "id": "bcast-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Channels (Public Emergency Alert + Radio + SMS)"
+        },
+        {
+          "id": "bcast-field",
+          "component": "SelectItem",
+          "value": "field",
+          "label": "Field Responders & Tactical Units Only"
+        },
+        {
+          "id": "bcast-public",
+          "component": "SelectItem",
+          "value": "public",
+          "label": "Public EAS Broadcast System Only"
+        },
+        {
+          "id": "field-bcast-msg",
+          "component": "FormControl",
+          "label": "Broadcast Message",
+          "input": "input-bcast-msg"
+        },
+        {
+          "id": "input-bcast-msg",
+          "component": "TextArea",
+          "name": "broadcastText",
+          "placeholder": "Enter official broadcast announcement details..."
+        },
+        {
+          "id": "broadcast-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-send-bcast"
+          ]
+        },
+        {
+          "id": "btn-send-bcast",
+          "component": "Button",
+          "label": "Transmit Broadcast Alert",
+          "variant": "primary"
+        },
+        {
+          "id": "sitrep-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File Situation Report (#18)",
+          "triggerVariant": "outline",
+          "title": "File Official Situation Report (SITREP)",
+          "description": "Log an official tactical and operational summary into the central command archive.",
+          "content": [
+            "form-sitrep"
+          ]
+        },
+        {
+          "id": "form-sitrep",
+          "component": "Form",
+          "name": "sitrepForm",
+          "buttons": "sitrep-buttons",
+          "fields": [
+            "field-sitrep-title",
+            "field-sitrep-status",
+            "field-sitrep-summary"
+          ]
+        },
+        {
+          "id": "field-sitrep-title",
+          "component": "FormControl",
+          "label": "SITREP Headline / Title",
+          "input": "input-sitrep-title"
+        },
+        {
+          "id": "input-sitrep-title",
+          "component": "Input",
+          "name": "sitrepTitle",
+          "placeholder": "e.g., Operational Shift Report - Operational Period 04",
+          "type": "text"
+        },
+        {
+          "id": "field-sitrep-status",
+          "component": "FormControl",
+          "label": "Overall Operational Status",
+          "input": "input-sitrep-status"
+        },
+        {
+          "id": "input-sitrep-status",
+          "component": "Select",
+          "name": "opStatus",
+          "placeholder": "Select status",
+          "items": [
+            "s-stat-1",
+            "s-stat-2",
+            "s-stat-3"
+          ]
+        },
+        {
+          "id": "s-stat-1",
+          "component": "SelectItem",
+          "value": "escalating",
+          "label": "Escalating Situation - Additional Backups Required"
+        },
+        {
+          "id": "s-stat-2",
+          "component": "SelectItem",
+          "value": "stable",
+          "label": "Contained / Stable Operations"
+        },
+        {
+          "id": "s-stat-3",
+          "component": "SelectItem",
+          "value": "deescalating",
+          "label": "De-escalating - Transitioning to Recovery"
+        },
+        {
+          "id": "field-sitrep-summary",
+          "component": "FormControl",
+          "label": "Detailed Executive Summary",
+          "input": "input-sitrep-summary"
+        },
+        {
+          "id": "input-sitrep-summary",
+          "component": "TextArea",
+          "name": "sitrepSummary",
+          "placeholder": "Summarize key operational milestones, critical bottlenecks, and next shift priorities..."
+        },
+        {
+          "id": "sitrep-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-submit-sitrep"
+          ]
+        },
+        {
+          "id": "btn-submit-sitrep",
+          "component": "Button",
+          "label": "Archive & Publish SITREP",
+          "variant": "primary"
+        },
+        {
+          "id": "main-tabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "children": [
+            "center-tabs"
+          ]
+        },
+        {
+          "id": "center-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-incidents",
+            "tab-logistics",
+            "tab-shelters-health",
+            "tab-routes-weather",
+            "tab-comms-tasks"
+          ]
+        },
+        {
+          "id": "tab-incidents",
+          "component": "TabItem",
+          "value": "incidents",
+          "trigger": "1. Incidents & Aid Requests",
+          "content": [
+            "incidents-section-title",
+            "incidents-table",
+            "aid-requests-title",
+            "aid-requests-table"
+          ]
+        },
+        {
+          "id": "incidents-section-title",
+          "component": "Heading",
+          "text": "Active Incidents by Zone with Severity (#1)",
+          "level": "h3"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": [
+            "col-inc-id",
+            "col-inc-zone",
+            "col-inc-type",
+            "col-inc-severity",
+            "col-inc-status"
+          ]
+        },
+        {
+          "id": "col-inc-id",
+          "component": "Col",
+          "label": "Incident ID",
+          "type": "string",
+          "data": [
+            "INC-8091",
+            "INC-8092",
+            "INC-8093",
+            "INC-8094",
+            "INC-8095"
+          ]
+        },
+        {
+          "id": "col-inc-zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": [
+            "Zone Alpha (North)",
+            "Zone Bravo (South)",
+            "Zone Charlie (East)",
+            "Zone Delta (West)",
+            "Zone Echo (Central)"
+          ]
+        },
+        {
+          "id": "col-inc-type",
+          "component": "Col",
+          "label": "Incident Description",
+          "type": "string",
+          "data": [
+            "Flash Flood & Stranded Residents",
+            "Harbor Chemical Leak Threat",
+            "Power Grid Failure & Fires",
+            "Structural Collapse at Warehouse",
+            "Hospital Auxiliary Power Outage"
+          ]
+        },
+        {
+          "id": "col-inc-severity",
+          "component": "Col",
+          "label": "Severity Level",
+          "type": "string",
+          "data": [
+            "CRITICAL (Level 5)",
+            "HIGH (Level 4)",
+            "HIGH (Level 4)",
+            "CRITICAL (Level 5)",
+            "MODERATE (Level 3)"
+          ]
+        },
+        {
+          "id": "col-inc-status",
+          "component": "Col",
+          "label": "Response Status",
+          "type": "string",
+          "data": [
+            "Responders En Route",
+            "Contained",
+            "Active Search & Rescue",
+            "Extrication Underway",
+            "Backup Power Active"
+          ]
+        },
+        {
+          "id": "aid-requests-title",
+          "component": "Heading",
+          "text": "Aid Requests Awaiting Action (#10)",
+          "level": "h3"
+        },
+        {
+          "id": "aid-requests-table",
+          "component": "Table",
+          "columns": [
+            "col-req-id",
+            "col-req-origin",
+            "col-req-need",
+            "col-req-urgency",
+            "col-req-status"
+          ]
+        },
+        {
+          "id": "col-req-id",
+          "component": "Col",
+          "label": "Request ID",
+          "type": "string",
+          "data": [
+            "AID-301",
+            "AID-302",
+            "AID-303",
+            "AID-304"
+          ]
+        },
+        {
+          "id": "col-req-origin",
+          "component": "Col",
+          "label": "Origin / Location",
+          "type": "string",
+          "data": [
+            "St. Mary Elder Home (Zone Echo)",
+            "North High School Shelter (Zone Alpha)",
+            "Westside Community Center (Zone Delta)",
+            "Harbor District Evacuation Post (Zone Bravo)"
+          ]
+        },
+        {
+          "id": "col-req-need",
+          "component": "Col",
+          "label": "Requested Aid",
+          "type": "string",
+          "data": [
+            "Emergency Oxygen Tanks (20 Units)",
+            "Infant Formula & Clean Water (500 gal)",
+            "Structural Engineer Inspection Team",
+            "Emergency Insulin Supply & Coolers"
+          ]
+        },
+        {
+          "id": "col-req-urgency",
+          "component": "Col",
+          "label": "Urgency",
+          "type": "string",
+          "data": [
+            "IMMEDIATE / LIFE SAFETY",
+            "HIGH",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        {
+          "id": "col-req-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Pending Dispatcher Approval",
+            "Queued for Logistics",
+            "Pending Assessment",
+            "Awaiting Medical Courier"
+          ]
+        },
+        {
+          "id": "tab-logistics",
+          "component": "TabItem",
+          "value": "logistics",
+          "trigger": "3. Logistics, Personnel & Volunteers",
+          "content": [
+            "resources-heading",
+            "resources-grid",
+            "volunteers-heading",
+            "volunteers-table"
+          ]
+        },
+        {
+          "id": "resources-heading",
+          "component": "Heading",
+          "text": "Available Vehicles, Personnel & Supplies (#3)",
+          "level": "h3"
+        },
+        {
+          "id": "resources-grid",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-vehicles",
+            "card-personnel",
+            "card-supplies"
+          ]
+        },
+        {
+          "id": "card-vehicles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "veh-title",
+            "veh-list"
+          ]
+        },
+        {
+          "id": "veh-title",
+          "component": "Heading",
+          "text": "Vehicles Available",
+          "level": "h4"
+        },
+        {
+          "id": "veh-list",
+          "component": "TextContent",
+          "text": "• 14 Ambulances Ready\n• 8 Fire Engines Active\n• 6 Rescue Boats Operational\n• 12 High-Clearance Trucks\n• 2 Tactical Helicopters"
+        },
+        {
+          "id": "card-personnel",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "pers-title",
+            "pers-list"
+          ]
+        },
+        {
+          "id": "pers-title",
+          "component": "Heading",
+          "text": "Personnel On Duty",
+          "level": "h4"
+        },
+        {
+          "id": "pers-list",
+          "component": "TextContent",
+          "text": "• 45 Paramedics / EMTs\n• 62 Firefighters\n• 38 Search & Rescue Swimmers\n• 24 HAZMAT Specialists\n• 15 Incident Commanders"
+        },
+        {
+          "id": "card-supplies",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "supp-title",
+            "supp-list"
+          ]
+        },
+        {
+          "id": "supp-title",
+          "component": "Heading",
+          "text": "Key Supply Stockpile",
+          "level": "h4"
+        },
+        {
+          "id": "supp-list",
+          "component": "TextContent",
+          "text": "• 12,000 Emergency Rations\n• 25,000 Liters Water\n• 1,200 Blankets & Cots\n• 35 Heavy Duty Generators\n• 450 Trauma First Aid Kits"
+        },
+        {
+          "id": "volunteers-heading",
+          "component": "Heading",
+          "text": "Volunteers On Duty & Active Assignments (#8)",
+          "level": "h3"
+        },
+        {
+          "id": "volunteers-table",
+          "component": "Table",
+          "columns": [
+            "col-vol-name",
+            "col-vol-role",
+            "col-vol-assignment",
+            "col-vol-status"
+          ]
+        },
+        {
+          "id": "col-vol-name",
+          "component": "Col",
+          "label": "Volunteer Name / Team",
+          "type": "string",
+          "data": [
+            "Red Cross Team Alpha (8 pax)",
+            "Dr. Aris Thorne",
+            "CERT Squad 4 (12 pax)",
+            "Elena Rostova",
+            "Amateur Radio Club (5 pax)"
+          ]
+        },
+        {
+          "id": "col-vol-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": [
+            "Shelter Operations",
+            "Triage Physician",
+            "Debris & Sandbagging",
+            "Logistics Data Clerk",
+            "Auxiliary Comms"
+          ]
+        },
+        {
+          "id": "col-vol-assignment",
+          "component": "Col",
+          "label": "Current Assignment",
+          "type": "string",
+          "data": [
+            "North High School Shelter Registration",
+            "Metro General Field Clinic",
+            "Zone Alpha Levee Reinforcement",
+            "Command Center Supply Desk",
+            "Zone Delta Backup Dispatch"
+          ]
+        },
+        {
+          "id": "col-vol-status",
+          "component": "Col",
+          "label": "Shift Status",
+          "type": "string",
+          "data": [
+            "Active (Shift 1)",
+            "Active (On Call)",
+            "Deployed in Field",
+            "Active (Shift 1)",
+            "Active"
+          ]
+        },
+        {
+          "id": "tab-shelters-health",
+          "component": "TabItem",
+          "value": "shelters-health",
+          "trigger": "4. Shelters & Hospitals",
+          "content": [
+            "shelters-heading",
+            "shelters-table",
+            "hospitals-heading",
+            "hospitals-table"
+          ]
+        },
+        {
+          "id": "shelters-heading",
+          "component": "Heading",
+          "text": "Emergency Shelters - Capacity & Occupancy (#4)",
+          "level": "h3"
+        },
+        {
+          "id": "shelters-table",
+          "component": "Table",
+          "columns": [
+            "col-sh-name",
+            "col-sh-zone",
+            "col-sh-capacity",
+            "col-sh-occupancy",
+            "col-sh-status"
+          ]
+        },
+        {
+          "id": "col-sh-name",
+          "component": "Col",
+          "label": "Shelter Name",
+          "type": "string",
+          "data": [
+            "North High School Gymnasium",
+            "Civic Center Exhibition Hall",
+            "Eastside Armory",
+            "West Community College Gym"
+          ]
+        },
+        {
+          "id": "col-sh-zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": [
+            "Zone Alpha",
+            "Zone Echo",
+            "Zone Charlie",
+            "Zone Delta"
+          ]
+        },
+        {
+          "id": "col-sh-capacity",
+          "component": "Col",
+          "label": "Total Capacity",
+          "type": "number",
+          "data": [
+            500,
+            1200,
+            400,
+            600
+          ]
+        },
+        {
+          "id": "col-sh-occupancy",
+          "component": "Col",
+          "label": "Current Occupancy",
+          "type": "number",
+          "data": [
+            465,
+            810,
+            190,
+            580
+          ]
+        },
+        {
+          "id": "col-sh-status",
+          "component": "Col",
+          "label": "Occupancy Rate / Status",
+          "type": "string",
+          "data": [
+            "93% (NEAR FULL)",
+            "67% (ACCEPTING)",
+            "48% (ACCEPTING)",
+            "96% (CRITICAL FULL)"
+          ]
+        },
+        {
+          "id": "hospitals-heading",
+          "component": "Heading",
+          "text": "Nearby Hospitals & Bed Availability (#13)",
+          "level": "h3"
+        },
+        {
+          "id": "hospitals-table",
+          "component": "Table",
+          "columns": [
+            "col-hosp-name",
+            "col-hosp-zone",
+            "col-hosp-er",
+            "col-hosp-icu",
+            "col-hosp-status"
+          ]
+        },
+        {
+          "id": "col-hosp-name",
+          "component": "Col",
+          "label": "Hospital Name",
+          "type": "string",
+          "data": [
+            "Metro General Trauma Center",
+            "St. Jude Regional Hospital",
+            "Valley Veterans Medical Center",
+            "Harbor View Emergency Hospital"
+          ]
+        },
+        {
+          "id": "col-hosp-zone",
+          "component": "Col",
+          "label": "Zone Location",
+          "type": "string",
+          "data": [
+            "Zone Echo (Central)",
+            "Zone Charlie (East)",
+            "Zone Alpha (North)",
+            "Zone Bravo (South)"
+          ]
+        },
+        {
+          "id": "col-hosp-er",
+          "component": "Col",
+          "label": "Free ER Beds",
+          "type": "number",
+          "data": [
+            14,
+            28,
+            6,
+            2
+          ]
+        },
+        {
+          "id": "col-hosp-icu",
+          "component": "Col",
+          "label": "Free ICU Beds",
+          "type": "number",
+          "data": [
+            3,
+            9,
+            1,
+            0
+          ]
+        },
+        {
+          "id": "col-hosp-status",
+          "component": "Col",
+          "label": "Trauma Status",
+          "type": "string",
+          "data": [
+            "Level 1 Trauma Open",
+            "Normal Operations",
+            "Diversion for non-critical",
+            "CRITICAL AMBULANCE DIVERSION"
+          ]
+        },
+        {
+          "id": "tab-routes-weather",
+          "component": "TabItem",
+          "value": "routes-weather",
+          "trigger": "5. Evacuation Routes, Closed Roads & Weather",
+          "content": [
+            "routes-heading",
+            "routes-table",
+            "closed-roads-heading",
+            "closed-roads-table",
+            "weather-heading",
+            "weather-cards-container"
+          ]
+        },
+        {
+          "id": "routes-heading",
+          "component": "Heading",
+          "text": "Evacuation Routes Status (#5)",
+          "level": "h3"
+        },
+        {
+          "id": "routes-table",
+          "component": "Table",
+          "columns": [
+            "col-rt-name",
+            "col-rt-corridor",
+            "col-rt-status",
+            "col-rt-flow"
+          ]
+        },
+        {
+          "id": "col-rt-name",
+          "component": "Col",
+          "label": "Evacuation Route",
+          "type": "string",
+          "data": [
+            "Route 10 North Corridor",
+            "Highway 101 South",
+            "I-84 East Express",
+            "River Highway Westbound"
+          ]
+        },
+        {
+          "id": "col-rt-corridor",
+          "component": "Col",
+          "label": "Connecting Zones",
+          "type": "string",
+          "data": [
+            "Zone Alpha -> Out of County",
+            "Zone Bravo -> Safe Haven B",
+            "Zone Charlie -> East Shelter Area",
+            "Zone Delta -> Inland Zone"
+          ]
+        },
+        {
+          "id": "col-rt-status",
+          "component": "Col",
+          "label": "Route Status",
+          "type": "string",
+          "data": [
+            "CLOSED - Flooding",
+            "OPEN - Contraflow Active",
+            "OPEN - Heavy Traffic",
+            "RESTRICTED - Emergency Vehicles Only"
+          ]
+        },
+        {
+          "id": "col-rt-flow",
+          "component": "Col",
+          "label": "Traffic Throughput",
+          "type": "string",
+          "data": [
+            "0 veh/hr (Blocked)",
+            "2,400 veh/hr",
+            "1,100 veh/hr",
+            "350 veh/hr (Tactical)"
+          ]
+        },
+        {
+          "id": "closed-roads-heading",
+          "component": "Heading",
+          "text": "Closed Roads & Hazards (#12)",
+          "level": "h3"
+        },
+        {
+          "id": "closed-roads-table",
+          "component": "Table",
+          "columns": [
+            "col-rd-name",
+            "col-rd-zone",
+            "col-rd-reason",
+            "col-rd-est"
+          ]
+        },
+        {
+          "id": "col-rd-name",
+          "component": "Col",
+          "label": "Closed Road / Intersection",
+          "type": "string",
+          "data": [
+            "Main Street Bridge (Mile Marker 4-6)",
+            "Harbor Boulevard at 5th Ave",
+            "Oakridge Mountain Road",
+            "Industrial Parkway Access Tunnel"
+          ]
+        },
+        {
+          "id": "col-rd-zone",
+          "component": "Col",
+          "label": "Zone",
+          "type": "string",
+          "data": [
+            "Zone Alpha",
+            "Zone Bravo",
+            "Zone Charlie",
+            "Zone Delta"
+          ]
+        },
+        {
+          "id": "col-rd-reason",
+          "component": "Col",
+          "label": "Closure Reason",
+          "type": "string",
+          "data": [
+            "High Water & Debris Washout",
+            "Chemical Spill Containment",
+            "Landslide Blocking All Lanes",
+            "Powerlines Down & Structural Risk"
+          ]
+        },
+        {
+          "id": "col-rd-est",
+          "component": "Col",
+          "label": "Est. Reopening",
+          "type": "string",
+          "data": [
+            "24 Hours (Pending Inspection)",
+            "12 Hours",
+            "48+ Hours",
+            "6 Hours"
+          ]
+        },
+        {
+          "id": "weather-heading",
+          "component": "Heading",
+          "text": "Weather Forecast Next 48 Hours (#6)",
+          "level": "h3"
+        },
+        {
+          "id": "weather-cards-container",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "weather-card-1",
+            "weather-card-2",
+            "weather-card-3",
+            "weather-card-4"
+          ]
+        },
+        {
+          "id": "weather-card-1",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "wx1-title",
+            "wx1-tag",
+            "wx1-text"
+          ]
+        },
+        {
+          "id": "wx1-title",
+          "component": "Heading",
+          "text": "0 - 12 Hours",
+          "level": "h4"
+        },
+        {
+          "id": "wx1-tag",
+          "component": "Tag",
+          "text": "Heavy Torrential Rain",
+          "variant": "danger"
+        },
+        {
+          "id": "wx1-text",
+          "component": "TextContent",
+          "text": "Temp: 62°F | Wind: 35 mph gusting to 50 mph. Rainfall: 3.5 inches. Flash flood warning active.",
+          "size": "small"
+        },
+        {
+          "id": "weather-card-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "wx2-title",
+            "wx2-tag",
+            "wx2-text"
+          ]
+        },
+        {
+          "id": "wx2-title",
+          "component": "Heading",
+          "text": "12 - 24 Hours",
+          "level": "h4"
+        },
+        {
+          "id": "wx2-tag",
+          "component": "Tag",
+          "text": "Sustained Rain & High Wind",
+          "variant": "warning"
+        },
+        {
+          "id": "wx2-text",
+          "component": "TextContent",
+          "text": "Temp: 58°F | Wind: 25 mph. Rainfall: 1.2 inches. Rivers peaking at high tide threshold.",
+          "size": "small"
+        },
+        {
+          "id": "weather-card-3",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "wx3-title",
+            "wx3-tag",
+            "wx3-text"
+          ]
+        },
+        {
+          "id": "wx3-title",
+          "component": "Heading",
+          "text": "24 - 36 Hours",
+          "level": "h4"
+        },
+        {
+          "id": "wx3-tag",
+          "component": "Tag",
+          "text": "Scattered Showers",
+          "variant": "info"
+        },
+        {
+          "id": "wx3-text",
+          "component": "TextContent",
+          "text": "Temp: 64°F | Wind: 15 mph. Rain tapering off. Flood waters beginning slow recession.",
+          "size": "small"
+        },
+        {
+          "id": "weather-card-4",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "wx4-title",
+            "wx4-tag",
+            "wx4-text"
+          ]
+        },
+        {
+          "id": "wx4-title",
+          "component": "Heading",
+          "text": "36 - 48 Hours",
+          "level": "h4"
+        },
+        {
+          "id": "wx4-tag",
+          "component": "Tag",
+          "text": "Partly Cloudy / Clearing",
+          "variant": "success"
+        },
+        {
+          "id": "wx4-text",
+          "component": "TextContent",
+          "text": "Temp: 68°F | Wind: 8 mph. Favorable conditions for damage assessment and air operations.",
+          "size": "small"
+        },
+        {
+          "id": "tab-comms-tasks",
+          "component": "TabItem",
+          "value": "comms-tasks",
+          "trigger": "11. Comms & Open Tasks",
+          "content": [
+            "comms-heading",
+            "comms-table",
+            "tasks-heading",
+            "tasks-table"
+          ]
+        },
+        {
+          "id": "comms-heading",
+          "component": "Heading",
+          "text": "Communication Channels & Network Status (#11)",
+          "level": "h3"
+        },
+        {
+          "id": "comms-table",
+          "component": "Table",
+          "columns": [
+            "col-com-chan",
+            "col-com-type",
+            "col-com-status",
+            "col-com-backup"
+          ]
+        },
+        {
+          "id": "col-com-chan",
+          "component": "Col",
+          "label": "Channel Name",
+          "type": "string",
+          "data": [
+            "Tactical Radio Network Alpha (800 MHz)",
+            "Emergency Broadcast System (EAS Local)",
+            "Satellite Command Link (SAT-01)",
+            "County Cellular Infrastructure",
+            "Ham Radio Auxiliary Network"
+          ]
+        },
+        {
+          "id": "col-com-type",
+          "component": "Col",
+          "label": "Target Use",
+          "type": "string",
+          "data": [
+            "First Responders Field Direct",
+            "Public Emergency Alerts",
+            "State EOC Interop Link",
+            "Public & Cellular Data",
+            "Backhaul Emergency Voice"
+          ]
+        },
+        {
+          "id": "col-com-status",
+          "component": "Col",
+          "label": "Operational Status",
+          "type": "string",
+          "data": [
+            "UP (OPERATIONAL)",
+            "UP (OPERATIONAL)",
+            "UP (OPERATIONAL)",
+            "DOWN (Degraded in Zone Alpha)",
+            "UP (OPERATIONAL)"
+          ]
+        },
+        {
+          "id": "col-com-backup",
+          "component": "Col",
+          "label": "Redundancy / Action",
+          "type": "string",
+          "data": [
+            "Primary Active",
+            "Primary Active",
+            "Primary Active",
+            "Mobile Cell Towers Deployed",
+            "Secondary Standby"
+          ]
+        },
+        {
+          "id": "tasks-heading",
+          "component": "Heading",
+          "text": "Open Action Tasks & Assignees (#14)",
+          "level": "h3"
+        },
+        {
+          "id": "tasks-table",
+          "component": "Table",
+          "columns": [
+            "col-tsk-id",
+            "col-tsk-task",
+            "col-tsk-assignee",
+            "col-tsk-prio",
+            "col-tsk-due"
+          ]
+        },
+        {
+          "id": "col-tsk-id",
+          "component": "Col",
+          "label": "Task ID",
+          "type": "string",
+          "data": [
+            "TSK-101",
+            "TSK-102",
+            "TSK-103",
+            "TSK-104",
+            "TSK-105"
+          ]
+        },
+        {
+          "id": "col-tsk-task",
+          "component": "Col",
+          "label": "Task Description",
+          "type": "string",
+          "data": [
+            "Deploy mobile generator to St. Jude Regional",
+            "Clear landslide on Oakridge Mountain Road",
+            "Establish secondary feeding site in Zone Delta",
+            "Deliver emergency cots to Civic Center",
+            "Inspect dam spillway sensor metrics"
+          ]
+        },
+        {
+          "id": "col-tsk-assignee",
+          "component": "Col",
+          "label": "Assignee",
+          "type": "string",
+          "data": [
+            "Logistics Unit Chief Miller",
+            "DOT Heavy Engineering Crew B",
+            "Vol. Coord. Sarah Jenkins",
+            "National Guard Transport Det. 3",
+            "Hydrology Eng. Dave Vance"
+          ]
+        },
+        {
+          "id": "col-tsk-prio",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "CRITICAL",
+            "HIGH",
+            "MEDIUM",
+            "HIGH",
+            "CRITICAL"
+          ]
+        },
+        {
+          "id": "col-tsk-due",
+          "component": "Col",
+          "label": "Target Completion",
+          "type": "string",
+          "data": [
+            "Within 1 Hour",
+            "4 Hours",
+            "6 Hours",
+            "2 Hours",
+            "Immediate (30 min)"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r1.txt
new file mode 100644
index 000000000..c9ea3188e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r1.txt
@@ -0,0 +1,955 @@
+An executive command dashboard tailored for a CEO's quarterly view.
+
+It incorporates all 18 required elements into a high-density, top-level executive overview layout:
+- **Filters & Controls**: Quarter selection (Q3 2024 active), Regional drill-down (Global/NA/EMEA/APAC), and dynamic Export Pack actions.
+- **Top Financial & Operational Metrics**: Key metrics including Months of Runway, Pipeline, Win Rate, Customer Count & Churn, and NPS.
+- **Financial Performance**: Core financials (Revenue, Costs, Net Profit) alongside multi-quarter trends across Q4-23 to Q3-24.
+- **Departmental Budget & Headcount**: Breakdown of Departmental Budgets vs Plan alongside Headcount distribution.
+- **Strategy & Governance**: Active Strategic Initiatives with status badges, Top Enterprise Risks with assigned C-level owners, and standard Board Meeting agenda items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ceo-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F172A",
+      "agentDisplayName": "Executive Operations"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ceo-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "kpi-summary-card",
+          "financial-trends-card",
+          "tabs-analysis"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header-top-row",
+          "header-controls-row"
+        ]
+      },
+      {
+        "id": "header-top-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-title-stack",
+          "export-buttons"
+        ]
+      },
+      {
+        "id": "header-title-stack",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "header-subtext"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "level": "h1",
+        "text": "Executive Command View"
+      },
+      {
+        "id": "header-subtext",
+        "component": "TextContent",
+        "text": "Real-time performance metrics, governance, and operational runway.",
+        "size": "small"
+      },
+      {
+        "id": "export-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-export-pdf",
+          "btn-export-pack"
+        ]
+      },
+      {
+        "id": "btn-export-pdf",
+        "component": "Button",
+        "label": "Export One-Pager",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "btn-export-pack",
+        "component": "Button",
+        "label": "Export Board Pack (.PDF/.PPTX)",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "header-controls-row",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "l",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "select-quarter-control",
+          "select-region-control"
+        ]
+      },
+      {
+        "id": "select-quarter-control",
+        "component": "FormControl",
+        "label": "Reporting Quarter",
+        "hint": "Item 16: Select Quarter",
+        "input": "quarter-select-input"
+      },
+      {
+        "id": "quarter-select-input",
+        "component": "Select",
+        "name": "quarter",
+        "value": "q3-2024",
+        "size": "small",
+        "items": [
+          "q3-2024-item",
+          "q2-2024-item",
+          "q1-2024-item",
+          "q4-2023-item"
+        ]
+      },
+      {
+        "id": "q3-2024-item",
+        "component": "SelectItem",
+        "value": "q3-2024",
+        "label": "Q3 2024 (Current)"
+      },
+      {
+        "id": "q2-2024-item",
+        "component": "SelectItem",
+        "value": "q2-2024",
+        "label": "Q2 2024"
+      },
+      {
+        "id": "q1-2024-item",
+        "component": "SelectItem",
+        "value": "q1-2024",
+        "label": "Q1 2024"
+      },
+      {
+        "id": "q4-2023-item",
+        "component": "SelectItem",
+        "value": "q4-2023",
+        "label": "Q4 2023"
+      },
+      {
+        "id": "select-region-control",
+        "component": "FormControl",
+        "label": "Region Focus",
+        "hint": "Item 17: Focus Region",
+        "input": "region-select-input"
+      },
+      {
+        "id": "region-select-input",
+        "component": "Select",
+        "name": "region",
+        "value": "global",
+        "size": "small",
+        "items": [
+          "reg-global",
+          "reg-na",
+          "reg-emea",
+          "reg-apac"
+        ]
+      },
+      {
+        "id": "reg-global",
+        "component": "SelectItem",
+        "value": "global",
+        "label": "Global (Consolidated)"
+      },
+      {
+        "id": "reg-na",
+        "component": "SelectItem",
+        "value": "na",
+        "label": "North America"
+      },
+      {
+        "id": "reg-emea",
+        "component": "SelectItem",
+        "value": "emea",
+        "label": "EMEA"
+      },
+      {
+        "id": "reg-apac",
+        "component": "SelectItem",
+        "value": "apac",
+        "label": "APAC"
+      },
+      {
+        "id": "kpi-summary-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "kpi-title",
+          "kpi-grid"
+        ]
+      },
+      {
+        "id": "kpi-title",
+        "component": "CardHeader",
+        "title": "Vital Signs & Operations Summary",
+        "subtitle": "Key metrics across runway, pipeline efficiency, and customer sentiment"
+      },
+      {
+        "id": "kpi-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "kpi-runway",
+          "kpi-pipeline",
+          "kpi-winrate",
+          "kpi-customers",
+          "kpi-nps"
+        ]
+      },
+      {
+        "id": "kpi-runway",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-runway-badge",
+          "kpi-runway-val",
+          "kpi-runway-sub"
+        ]
+      },
+      {
+        "id": "kpi-runway-badge",
+        "component": "Badge",
+        "text": "10. Months of Runway",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-runway-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "26.4 Mo"
+      },
+      {
+        "id": "kpi-runway-sub",
+        "component": "TextContent",
+        "text": "$42.8M Cash balance",
+        "size": "small"
+      },
+      {
+        "id": "kpi-pipeline",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-pipeline-badge",
+          "kpi-pipeline-val",
+          "kpi-pipeline-sub"
+        ]
+      },
+      {
+        "id": "kpi-pipeline-badge",
+        "component": "Badge",
+        "text": "11. Sales Pipeline",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-pipeline-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "$38.5M"
+      },
+      {
+        "id": "kpi-pipeline-sub",
+        "component": "TextContent",
+        "text": "+14% vs Q2 ($33.8M)",
+        "size": "small"
+      },
+      {
+        "id": "kpi-winrate",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-winrate-badge",
+          "kpi-winrate-val",
+          "kpi-winrate-sub"
+        ]
+      },
+      {
+        "id": "kpi-winrate-badge",
+        "component": "Badge",
+        "text": "12. Win Rate",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-winrate-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "31.8%"
+      },
+      {
+        "id": "kpi-winrate-sub",
+        "component": "TextContent",
+        "text": "Target: 30.0% (+1.8%)",
+        "size": "small"
+      },
+      {
+        "id": "kpi-customers",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-cust-badge",
+          "kpi-cust-val",
+          "kpi-cust-sub"
+        ]
+      },
+      {
+        "id": "kpi-cust-badge",
+        "component": "Badge",
+        "text": "13. Customers & Churn",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-cust-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "1,420"
+      },
+      {
+        "id": "kpi-cust-sub",
+        "component": "TextContent",
+        "text": "Logo Churn: 1.2% / mo",
+        "size": "small"
+      },
+      {
+        "id": "kpi-nps",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-nps-badge",
+          "kpi-nps-val",
+          "kpi-nps-sub"
+        ]
+      },
+      {
+        "id": "kpi-nps-badge",
+        "component": "Badge",
+        "text": "14. Net Promoter Score",
+        "variant": "outline"
+      },
+      {
+        "id": "kpi-nps-val",
+        "component": "Heading",
+        "level": "h2",
+        "text": "+62"
+      },
+      {
+        "id": "kpi-nps-sub",
+        "component": "TextContent",
+        "text": "Up from +58 in Q2",
+        "size": "small"
+      },
+      {
+        "id": "financial-trends-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "fin-header",
+          "fin-summary-row",
+          "fin-chart"
+        ]
+      },
+      {
+        "id": "fin-header",
+        "component": "CardHeader",
+        "title": "Financial Performance & Trajectory",
+        "subtitle": "Q3 Current Performance & 4-Quarter Revenue/Cost Comparison (Items 1, 2, 3, 4, 5)"
+      },
+      {
+        "id": "fin-summary-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "fin-rev-card",
+          "fin-cost-card",
+          "fin-profit-card"
+        ]
+      },
+      {
+        "id": "fin-rev-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "rev-lbl",
+          "rev-val",
+          "rev-sub"
+        ]
+      },
+      {
+        "id": "rev-lbl",
+        "component": "TextContent",
+        "text": "1. Q3 Revenue",
+        "size": "small-heavy"
+      },
+      {
+        "id": "rev-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$24.5M"
+      },
+      {
+        "id": "rev-sub",
+        "component": "TextContent",
+        "text": "+8.8% QoQ vs Plan ($23.8M)",
+        "size": "small"
+      },
+      {
+        "id": "fin-cost-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "cost-lbl",
+          "cost-val",
+          "cost-sub"
+        ]
+      },
+      {
+        "id": "cost-lbl",
+        "component": "TextContent",
+        "text": "2. Q3 Costs & OPEX",
+        "size": "small-heavy"
+      },
+      {
+        "id": "cost-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$18.2M"
+      },
+      {
+        "id": "cost-sub",
+        "component": "TextContent",
+        "text": "-1.6% Under Budget ($18.5M)",
+        "size": "small"
+      },
+      {
+        "id": "fin-profit-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "prof-lbl",
+          "prof-val",
+          "prof-sub"
+        ]
+      },
+      {
+        "id": "prof-lbl",
+        "component": "TextContent",
+        "text": "3. Q3 Net Profit",
+        "size": "small-heavy"
+      },
+      {
+        "id": "prof-val",
+        "component": "Heading",
+        "level": "h3",
+        "text": "$6.3M"
+      },
+      {
+        "id": "prof-sub",
+        "component": "TextContent",
+        "text": "25.7% Margin (+2.4% vs Plan)",
+        "size": "small"
+      },
+      {
+        "id": "fin-chart",
+        "component": "BarChart",
+        "xLabel": "Quarter",
+        "yLabel": "USD Millions ($M)",
+        "variant": "grouped",
+        "labels": [
+          "Q4 2023",
+          "Q1 2024",
+          "Q2 2024",
+          "Q3 2024"
+        ],
+        "series": [
+          "series-revenue",
+          "series-costs"
+        ]
+      },
+      {
+        "id": "series-revenue",
+        "component": "Series",
+        "category": "4. Revenue Trajectory",
+        "values": [
+          19.5,
+          21,
+          22.5,
+          24.5
+        ]
+      },
+      {
+        "id": "series-costs",
+        "component": "Series",
+        "category": "5. Cost Trajectory",
+        "values": [
+          16.8,
+          17.2,
+          17.9,
+          18.2
+        ]
+      },
+      {
+        "id": "tabs-analysis",
+        "component": "Tabs",
+        "items": [
+          "tab-org",
+          "tab-strategy",
+          "tab-risks",
+          "tab-board"
+        ]
+      },
+      {
+        "id": "tab-org",
+        "component": "TabItem",
+        "value": "org-dept",
+        "trigger": "Departments & Headcount",
+        "content": [
+          "card-dept-budget",
+          "card-dept-headcount"
+        ]
+      },
+      {
+        "id": "card-dept-budget",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "dept-budget-header",
+          "dept-budget-chart"
+        ]
+      },
+      {
+        "id": "dept-budget-header",
+        "component": "CardHeader",
+        "title": "6. Budget by Department vs. Plan ($M)",
+        "subtitle": "Comparing Q3 Actual Spend against Planned Budget per Department"
+      },
+      {
+        "id": "dept-budget-chart",
+        "component": "HorizontalBarChart",
+        "variant": "grouped",
+        "xLabel": "Budget ($M)",
+        "yLabel": "Department",
+        "labels": [
+          "Engineering",
+          "Sales & Mktg",
+          "Product",
+          "Operations",
+          "G&A"
+        ],
+        "series": [
+          "series-actual-budget",
+          "series-plan-budget"
+        ]
+      },
+      {
+        "id": "series-actual-budget",
+        "component": "Series",
+        "category": "Actual Spend",
+        "values": [
+          7.2,
+          5.8,
+          2.4,
+          1.6,
+          1.2
+        ]
+      },
+      {
+        "id": "series-plan-budget",
+        "component": "Series",
+        "category": "Planned Budget",
+        "values": [
+          7,
+          6.1,
+          2.5,
+          1.7,
+          1.2
+        ]
+      },
+      {
+        "id": "card-dept-headcount",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "dept-hc-header",
+          "dept-hc-table"
+        ]
+      },
+      {
+        "id": "dept-hc-header",
+        "component": "CardHeader",
+        "title": "7. Headcount by Department",
+        "subtitle": "Total Active Headcount: 342 FTEs"
+      },
+      {
+        "id": "dept-hc-table",
+        "component": "Table",
+        "columns": [
+          "col-hc-dept",
+          "col-hc-count",
+          "col-hc-open",
+          "col-hc-qoq"
+        ]
+      },
+      {
+        "id": "col-hc-dept",
+        "component": "Col",
+        "label": "Department",
+        "type": "string",
+        "data": [
+          "Engineering & AI",
+          "Sales & Marketing",
+          "Product & Design",
+          "Customer Success",
+          "General & Admin"
+        ]
+      },
+      {
+        "id": "col-hc-count",
+        "component": "Col",
+        "label": "Current Headcount",
+        "type": "number",
+        "data": [
+          145,
+          98,
+          42,
+          32,
+          25
+        ]
+      },
+      {
+        "id": "col-hc-open",
+        "component": "Col",
+        "label": "Open Reqs",
+        "type": "number",
+        "data": [
+          12,
+          8,
+          3,
+          2,
+          1
+        ]
+      },
+      {
+        "id": "col-hc-qoq",
+        "component": "Col",
+        "label": "QoQ Change",
+        "type": "string",
+        "data": [
+          "+8 FTE",
+          "+5 FTE",
+          "+2 FTE",
+          "+1 FTE",
+          "0 FTE"
+        ]
+      },
+      {
+        "id": "tab-strategy",
+        "component": "TabItem",
+        "value": "strategy-initiatives",
+        "trigger": "Strategic Initiatives",
+        "content": [
+          "card-initiatives"
+        ]
+      },
+      {
+        "id": "card-initiatives",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "init-header",
+          "init-table"
+        ]
+      },
+      {
+        "id": "init-header",
+        "component": "CardHeader",
+        "title": "9. Strategic Initiatives & Execution Status",
+        "subtitle": "Status tracking for core CEO level strategic bets"
+      },
+      {
+        "id": "init-table",
+        "component": "Table",
+        "columns": [
+          "col-init-name",
+          "col-init-owner",
+          "col-init-target",
+          "col-init-status"
+        ]
+      },
+      {
+        "id": "col-init-name",
+        "component": "Col",
+        "label": "Initiative Name",
+        "type": "string",
+        "data": [
+          "Project Apex (Enterprise Platform Expansion)",
+          "EMEA Regional Headquarters Setup",
+          "ISO 27001 & SOC2 Type II Certification",
+          "AI Copilot Feature Launch v2.0",
+          "Partner Channel Network Launch"
+        ]
+      },
+      {
+        "id": "col-init-owner",
+        "component": "Col",
+        "label": "Executive Lead",
+        "type": "string",
+        "data": [
+          "CTO (E. Wright)",
+          "VP EMEA (M. Vance)",
+          "CISO (D. Chen)",
+          "CPO (A. Patel)",
+          "CRO (R. Sterling)"
+        ]
+      },
+      {
+        "id": "col-init-target",
+        "component": "Col",
+        "label": "Target Date",
+        "type": "string",
+        "data": [
+          "Q4 2024",
+          "Q4 2024",
+          "Q3 2024",
+          "Q1 2025",
+          "Q1 2025"
+        ]
+      },
+      {
+        "id": "col-init-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "On Track",
+          "Delayed (1 Wk)",
+          "Completed",
+          "On Track",
+          "In Review"
+        ]
+      },
+      {
+        "id": "tab-risks",
+        "component": "TabItem",
+        "value": "risk-register",
+        "trigger": "Enterprise Risks",
+        "content": [
+          "card-risks"
+        ]
+      },
+      {
+        "id": "card-risks",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risk-header",
+          "risk-table"
+        ]
+      },
+      {
+        "id": "risk-header",
+        "component": "CardHeader",
+        "title": "8. Top Risks & Executive Owners",
+        "subtitle": "Identified threat matrix with assigned executive owners and mitigation plans"
+      },
+      {
+        "id": "risk-table",
+        "component": "Table",
+        "columns": [
+          "col-risk-title",
+          "col-risk-owner",
+          "col-risk-severity",
+          "col-risk-mitigation"
+        ]
+      },
+      {
+        "id": "col-risk-title",
+        "component": "Col",
+        "label": "Risk Description",
+        "type": "string",
+        "data": [
+          "Key Vendor API Price Increase (+40%)",
+          "Delayed Key Engineering Hire (VP Infra)",
+          "Competitive Churn Pressure in Mid-Market",
+          "GDPR Regulatory Audit in EU"
+        ]
+      },
+      {
+        "id": "col-risk-owner",
+        "component": "Col",
+        "label": "Risk Owner",
+        "type": "string",
+        "data": [
+          "CTO (E. Wright)",
+          "VP HR (K. Thorne)",
+          "CRO (R. Sterling)",
+          "General Counsel (J. Ross)"
+        ]
+      },
+      {
+        "id": "col-risk-severity",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "High",
+          "Medium",
+          "High",
+          "Low"
+        ]
+      },
+      {
+        "id": "col-risk-mitigation",
+        "component": "Col",
+        "label": "Mitigation Strategy",
+        "type": "string",
+        "data": [
+          "Transitioning secondary workloads to open-source model",
+          "Engaged executive search agency with 30-day placement SLA",
+          "Introduced annual lock-in discount & dedicated CSMs",
+          "External compliance firm engaged for pre-audit review"
+        ]
+      },
+      {
+        "id": "tab-board",
+        "component": "TabItem",
+        "value": "board-prep",
+        "trigger": "Board Meeting Agenda",
+        "content": [
+          "card-board"
+        ]
+      },
+      {
+        "id": "card-board",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "board-header",
+          "board-alert",
+          "board-steps"
+        ]
+      },
+      {
+        "id": "board-header",
+        "component": "CardHeader",
+        "title": "15. Next Board Meeting Agenda Items",
+        "subtitle": "Scheduled for November 12, 2024 — Key Materials & Presentation Flow"
+      },
+      {
+        "id": "board-alert",
+        "component": "Alert",
+        "variant": "info",
+        "title": "Board Deck Submission Deadline",
+        "description": "Final draft deck must be signed off by CEO & CFO by Nov 5th at 5:00 PM EST."
+      },
+      {
+        "id": "board-steps",
+        "component": "Steps",
+        "items": [
+          "step-board-1",
+          "step-board-2",
+          "step-board-3",
+          "step-board-4"
+        ]
+      },
+      {
+        "id": "step-board-1",
+        "component": "StepsItem",
+        "title": "1. CEO Opening & Executive Summary (15 mins)",
+        "details": "Review of Q3 financial performance, runway milestone, and key growth drivers."
+      },
+      {
+        "id": "step-board-2",
+        "component": "StepsItem",
+        "title": "2. FY25 Strategic Budget Approval (30 mins)",
+        "details": "Presentation of projected headcount growth, R&D allocation, and EMEA expansion budget."
+      },
+      {
+        "id": "step-board-3",
+        "component": "StepsItem",
+        "title": "3. M&A Strategy & Acquisition Targets (30 mins)",
+        "details": "Closed session: Evaluation of 2 potential tuck-in technology acquisitions."
+      },
+      {
+        "id": "step-board-4",
+        "component": "StepsItem",
+        "title": "4. Governance, Equity Grant Approval & Close (15 mins)",
+        "details": "Review of option pool refresh and formal vote on executive stock option grants."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..a980af30b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r2.txt
@@ -0,0 +1,878 @@
+Here is your interactive CEO Quarterly Command View dashboard, covering all requested executive metrics, financial breakdown, risk registers, strategic initiatives, regional/quarter controls, and export actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Executive Operations System"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "controls-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "title-header",
+            "action-buttons"
+          ]
+        },
+        {
+          "id": "title-header",
+          "component": "CardHeader",
+          "title": "CEO Quarterly Command Center",
+          "subtitle": "Real-time executive performance, financial health, and strategic risk overview"
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-export"
+          ]
+        },
+        {
+          "id": "btn-export",
+          "component": "Button",
+          "label": "Export Board Pack (PDF/PPT)",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": [
+            "quarter-control",
+            "region-control"
+          ]
+        },
+        {
+          "id": "quarter-control",
+          "component": "FormControl",
+          "label": "Select Fiscal Quarter (Req #16)",
+          "input": "select-quarter",
+          "hint": "Updates all metrics & quarter comparisons"
+        },
+        {
+          "id": "select-quarter",
+          "component": "Select",
+          "name": "quarter",
+          "value": "Q4-2023",
+          "items": [
+            "q1-item",
+            "q2-item",
+            "q3-item",
+            "q4-item"
+          ]
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "Q1-2023",
+          "label": "Q1 2023"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "Q2-2023",
+          "label": "Q2 2023"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "Q3-2023",
+          "label": "Q3 2023"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "Q4-2023",
+          "label": "Q4 2023 (Current)"
+        },
+        {
+          "id": "region-control",
+          "component": "FormControl",
+          "label": "Regional Focus (Req #17)",
+          "input": "select-region",
+          "hint": "Filter view by geographic market"
+        },
+        {
+          "id": "select-region",
+          "component": "Select",
+          "name": "region",
+          "value": "global",
+          "items": [
+            "reg-global",
+            "reg-na",
+            "reg-emea",
+            "reg-apac"
+          ]
+        },
+        {
+          "id": "reg-global",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "reg-na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America (NA)"
+        },
+        {
+          "id": "reg-emea",
+          "component": "SelectItem",
+          "value": "emea",
+          "label": "Europe, Middle East, Africa (EMEA)"
+        },
+        {
+          "id": "reg-apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia-Pacific (APAC)"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-grid-1",
+            "kpi-grid-2"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Executive Summary & Key Performance Indicators"
+        },
+        {
+          "id": "kpi-grid-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-rev",
+            "card-cost",
+            "card-profit",
+            "card-runway"
+          ]
+        },
+        {
+          "id": "card-rev",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-rev",
+            "val-rev",
+            "badge-rev"
+          ]
+        },
+        {
+          "id": "lbl-rev",
+          "component": "Label",
+          "text": "1. Q4 Revenue"
+        },
+        {
+          "id": "val-rev",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$14.2M"
+        },
+        {
+          "id": "badge-rev",
+          "component": "Badge",
+          "text": "+12% vs prior quarter",
+          "variant": "default"
+        },
+        {
+          "id": "card-cost",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-cost",
+            "val-cost",
+            "badge-cost"
+          ]
+        },
+        {
+          "id": "lbl-cost",
+          "component": "Label",
+          "text": "2. Q4 Total Operating Costs"
+        },
+        {
+          "id": "val-cost",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$9.8M"
+        },
+        {
+          "id": "badge-cost",
+          "component": "Badge",
+          "text": "-3% under budget target",
+          "variant": "secondary"
+        },
+        {
+          "id": "card-profit",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-profit",
+            "val-profit",
+            "badge-profit"
+          ]
+        },
+        {
+          "id": "lbl-profit",
+          "component": "Label",
+          "text": "3. Q4 Net Profit"
+        },
+        {
+          "id": "val-profit",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$4.4M"
+        },
+        {
+          "id": "badge-profit",
+          "component": "Badge",
+          "text": "31.0% Net Margin",
+          "variant": "default"
+        },
+        {
+          "id": "card-runway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-runway",
+            "val-runway",
+            "badge-runway"
+          ]
+        },
+        {
+          "id": "lbl-runway",
+          "component": "Label",
+          "text": "10. Cash Runway"
+        },
+        {
+          "id": "val-runway",
+          "component": "Heading",
+          "level": "h2",
+          "text": "26 Mos"
+        },
+        {
+          "id": "badge-runway",
+          "component": "Badge",
+          "text": "Healthy liquidity reserve",
+          "variant": "outline"
+        },
+        {
+          "id": "kpi-grid-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-pipeline",
+            "card-winrate",
+            "card-cust",
+            "card-nps"
+          ]
+        },
+        {
+          "id": "card-pipeline",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-pipe",
+            "val-pipe",
+            "tag-pipe"
+          ]
+        },
+        {
+          "id": "lbl-pipe",
+          "component": "Label",
+          "text": "11. Sales Pipeline Value"
+        },
+        {
+          "id": "val-pipe",
+          "component": "Heading",
+          "level": "h3",
+          "text": "$38.5M"
+        },
+        {
+          "id": "tag-pipe",
+          "component": "Tag",
+          "text": "3.2x Coverage",
+          "variant": "info"
+        },
+        {
+          "id": "card-winrate",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-win",
+            "val-win",
+            "tag-win"
+          ]
+        },
+        {
+          "id": "lbl-win",
+          "component": "Label",
+          "text": "12. Win Rate"
+        },
+        {
+          "id": "val-win",
+          "component": "Heading",
+          "level": "h3",
+          "text": "28.4%"
+        },
+        {
+          "id": "tag-win",
+          "component": "Tag",
+          "text": "+2.1% YoY",
+          "variant": "success"
+        },
+        {
+          "id": "card-cust",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-cust",
+            "val-cust",
+            "tag-cust"
+          ]
+        },
+        {
+          "id": "lbl-cust",
+          "component": "Label",
+          "text": "13. Customer Count & Churn"
+        },
+        {
+          "id": "val-cust",
+          "component": "Heading",
+          "level": "h3",
+          "text": "1,420 Active"
+        },
+        {
+          "id": "tag-cust",
+          "component": "Tag",
+          "text": "1.8% Quarterly Churn",
+          "variant": "warning"
+        },
+        {
+          "id": "card-nps",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "lbl-nps",
+            "val-nps",
+            "tag-nps"
+          ]
+        },
+        {
+          "id": "lbl-nps",
+          "component": "Label",
+          "text": "14. Net Promoter Score"
+        },
+        {
+          "id": "val-nps",
+          "component": "Heading",
+          "level": "h3",
+          "text": "+62 NPS"
+        },
+        {
+          "id": "tag-nps",
+          "component": "Tag",
+          "text": "Top Tier",
+          "variant": "success"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-financials",
+            "tab-dept",
+            "tab-strategy",
+            "tab-board"
+          ]
+        },
+        {
+          "id": "tab-financials",
+          "component": "TabItem",
+          "value": "financials",
+          "trigger": "Financial Trajectory (Req #4, #5)",
+          "content": [
+            "fin-card"
+          ]
+        },
+        {
+          "id": "fin-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "fin-chart-header",
+            "fin-chart-4q"
+          ]
+        },
+        {
+          "id": "fin-chart-header",
+          "component": "CardHeader",
+          "title": "4-Quarter Performance Trend",
+          "subtitle": "Revenue vs Operating Costs over Q1, Q2, Q3, and Q4 ($ Millions)"
+        },
+        {
+          "id": "fin-chart-4q",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Fiscal Quarter",
+          "yLabel": "USD ($ Millions)",
+          "labels": [
+            "Q1-2023",
+            "Q2-2023",
+            "Q3-2023",
+            "Q4-2023"
+          ],
+          "series": [
+            "series-rev-4q",
+            "series-cost-4q",
+            "series-profit-4q"
+          ]
+        },
+        {
+          "id": "series-rev-4q",
+          "component": "Series",
+          "category": "4. Revenue",
+          "values": [
+            11.2,
+            12.5,
+            13.1,
+            14.2
+          ]
+        },
+        {
+          "id": "series-cost-4q",
+          "component": "Series",
+          "category": "5. Costs",
+          "values": [
+            9.1,
+            9.4,
+            9.6,
+            9.8
+          ]
+        },
+        {
+          "id": "series-profit-4q",
+          "component": "Series",
+          "category": "Net Profit",
+          "values": [
+            2.1,
+            3.1,
+            3.5,
+            4.4
+          ]
+        },
+        {
+          "id": "tab-dept",
+          "component": "TabItem",
+          "value": "department",
+          "trigger": "Departmental Ops (Req #6, #7)",
+          "content": [
+            "dept-card"
+          ]
+        },
+        {
+          "id": "dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "dept-header",
+            "dept-table"
+          ]
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "6. Budget Plan vs Actuals & 7. Department Headcount",
+          "subtitle": "Resource allocation and headcount tracking across core business units"
+        },
+        {
+          "id": "dept-table",
+          "component": "Table",
+          "columns": [
+            "col-dept-name",
+            "col-dept-headcount",
+            "col-dept-budget",
+            "col-dept-actual",
+            "col-dept-variance"
+          ]
+        },
+        {
+          "id": "col-dept-name",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Engineering & Product",
+            "Sales & Revenue Operations",
+            "Marketing & Growth",
+            "Customer Success & Support",
+            "General & Administrative"
+          ]
+        },
+        {
+          "id": "col-dept-headcount",
+          "component": "Col",
+          "label": "7. Headcount (FTEs)",
+          "type": "number",
+          "data": [
+            142,
+            88,
+            34,
+            46,
+            22
+          ]
+        },
+        {
+          "id": "col-dept-budget",
+          "component": "Col",
+          "label": "6. Planned Budget",
+          "type": "string",
+          "data": [
+            "$4,200,000",
+            "$2,800,000",
+            "$1,200,000",
+            "$1,000,000",
+            "$900,000"
+          ]
+        },
+        {
+          "id": "col-dept-actual",
+          "component": "Col",
+          "label": "Actual Spend",
+          "type": "string",
+          "data": [
+            "$4,120,000",
+            "$2,750,000",
+            "$1,240,000",
+            "$940,000",
+            "$870,000"
+          ]
+        },
+        {
+          "id": "col-dept-variance",
+          "component": "Col",
+          "label": "Budget Variance",
+          "type": "string",
+          "data": [
+            "-1.9% (Favorable)",
+            "-1.8% (Favorable)",
+            "+3.3% (Unfavorable)",
+            "-6.0% (Favorable)",
+            "-3.3% (Favorable)"
+          ]
+        },
+        {
+          "id": "tab-strategy",
+          "component": "TabItem",
+          "value": "strategy",
+          "trigger": "Risks & Initiatives (Req #8, #9)",
+          "content": [
+            "strat-card"
+          ]
+        },
+        {
+          "id": "strat-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "risk-section",
+            "sep-1",
+            "initiatives-section"
+          ]
+        },
+        {
+          "id": "risk-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risk-header",
+            "risk-table"
+          ]
+        },
+        {
+          "id": "risk-header",
+          "component": "CardHeader",
+          "title": "8. Top Strategic Risks & Designated Owners",
+          "subtitle": "Active threats to operational roadmap and mitigation accountability"
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-title",
+            "col-risk-severity",
+            "col-risk-owner",
+            "col-risk-mitigation"
+          ]
+        },
+        {
+          "id": "col-risk-title",
+          "component": "Col",
+          "label": "Risk Factor",
+          "type": "string",
+          "data": [
+            "APAC Expansion Regulatory Delays",
+            "Key Talent Attrition in AI/ML Engineering",
+            "Vendor Supply Chain Price Surges",
+            "SOC2 Type II Audit Compliance Timeline"
+          ]
+        },
+        {
+          "id": "col-risk-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": [
+            "High Impact",
+            "High Impact",
+            "Medium Impact",
+            "Medium Impact"
+          ]
+        },
+        {
+          "id": "col-risk-owner",
+          "component": "Col",
+          "label": "Risk Owner",
+          "type": "string",
+          "data": [
+            "Elena Rostova (VP Legal & Corp Dev)",
+            "Marcus Vance (VP Engineering)",
+            "David Chen (Chief Financial Officer)",
+            "Sarah Jenkins (Chief Information Security Officer)"
+          ]
+        },
+        {
+          "id": "col-risk-mitigation",
+          "component": "Col",
+          "label": "Mitigation Strategy",
+          "type": "string",
+          "data": [
+            "Engaged external counsel in Tokyo & Singapore",
+            "Revised equity retention plans & flexible work policies",
+            "Multi-sourcing critical cloud infrastructure contracts",
+            "Dedicated compliance taskforce with weekly audits"
+          ]
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "initiatives-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "init-header",
+            "init-list"
+          ]
+        },
+        {
+          "id": "init-header",
+          "component": "CardHeader",
+          "title": "9. Strategic Initiatives & Current Status",
+          "subtitle": "Key organizational objectives for the fiscal year"
+        },
+        {
+          "id": "init-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "init-item-1",
+            "init-item-2",
+            "init-item-3",
+            "init-item-4"
+          ]
+        },
+        {
+          "id": "init-item-1",
+          "component": "ListItem",
+          "title": "Project NextGen Platform Launch",
+          "subtitle": "Status: On Track (Green) — Beta release scheduled for end of Q4. Lead: Marcus Vance.",
+          "actionLabel": "Review Specs"
+        },
+        {
+          "id": "init-item-2",
+          "component": "ListItem",
+          "title": "Enterprise Sales Motion Acceleration",
+          "subtitle": "Status: Ahead of Schedule (Green) — Closed 4 Fortune 500 accounts in Q4. Lead: Sales Ops.",
+          "actionLabel": "View Deals"
+        },
+        {
+          "id": "init-item-3",
+          "component": "ListItem",
+          "title": "EMEA Direct Go-To-Market Push",
+          "subtitle": "Status: At Risk (Yellow) — Hiring bottlenecks in London hub delaying launch by 3 weeks. Lead: EMEA GM.",
+          "actionLabel": "Action Plan"
+        },
+        {
+          "id": "init-item-4",
+          "component": "ListItem",
+          "title": "Gross Margin Optimization Drive",
+          "subtitle": "Status: On Track (Green) — Cloud hosting unit costs reduced by 14% YoY. Lead: DevOps & Finance.",
+          "actionLabel": "Savings Report"
+        },
+        {
+          "id": "tab-board",
+          "component": "TabItem",
+          "value": "board",
+          "trigger": "15. Board Meeting Agenda",
+          "content": [
+            "board-card"
+          ]
+        },
+        {
+          "id": "board-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "board-header",
+            "board-alert",
+            "board-steps"
+          ]
+        },
+        {
+          "id": "board-header",
+          "component": "CardHeader",
+          "title": "15. Items for Next Board Meeting",
+          "subtitle": "Scheduled for December 18, 2023 — Priority Discussion Agenda"
+        },
+        {
+          "id": "board-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Board Pre-read Materials Status",
+          "description": "All deck drafts and audit reports are due for executive sign-off 72 hours prior to the meeting."
+        },
+        {
+          "id": "board-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "1. FY2024 Strategic Plan & Annual Operating Budget Approval",
+          "details": "Presentation of growth targets, capex requirements, and departmental headcount expansion plan for board vote."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "2. Series C Expansion & Debt Facility Discussion",
+          "details": "Reviewing term sheets from lead growth equity partners and evaluating non-dilutive credit lines."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "3. Executive Compensation & Stock Option Pool Refresh",
+          "details": "Compensation committee recommendations regarding C-suite retention packages and equity pool expansion."
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "4. M&A Pipeline & APAC Market Entry Options",
+          "details": "Strategic assessment of potential tuck-in technology acquisition targets in the APAC region."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..d5880abdf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r3.txt
@@ -0,0 +1,29 @@
+Here is the comprehensive CEO Quarterly Command View dashboard, covering all 18 requested requirements in a single high-level dashboard interface.
+
+<a2ui-json>
+{"createSurface":{"surfaceId":"ceo-command-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Executive Dashboard"},"sendDataModel":false},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"id":"root","component":"Card","direction":"column","gap":"m","children":["header-card","filter-bar","kpi-grid","tabs-section","board-and-export-section","followups"]},{"id":"header-card","component":"Card","variant":"sunk","direction":"row","justify":"between","align":"center","children":["header-text","header-actions"]},{"id":"header-text","component":"CardHeader","title":"CEO Executive Command Center","subtitle":"Q3 2024 Performance, Risks & Strategic Outlook"},{"id":"header-actions","component":"Buttons","direction":"row","buttons":["export-btn"]},{"id":"export-btn","component":"Button","label":"Export Board Pack (PDF/PPTX)","variant":"primary","size":"medium","action":["export_pack"]},{"id":"filter-bar","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","children":["quarter-selector-control","region-selector-control","runway-badge","board-date-badge"]},{"id":"quarter-selector-control","component":"FormControl","label":"Select Quarter (Req 16)","input":"quarter-select","hint":"Switch view period"},"id":"quarter-select","component":"Select","name":"quarter","value":"q3_2024","placeholder":"Select Quarter","items":["q1-opt","q2-opt","q3-opt","q4-opt"]},{"id":"q1-opt","component":"SelectItem","value":"q1_2024","label":"Q1 2024"},{"id":"q2-opt","component":"SelectItem","value":"q2_2024","label":"Q2 2024"},{"id":"q3-opt","component":"SelectItem","value":"q3_2024","label":"Q3 2024 (Current)"},{"id":"q4-opt","component":"SelectItem","value":"q4_2024","label":"Q4 2024 (Forecast)"},{"id":"region-selector-control","component":"FormControl","label":"Region Focus (Req 17)","input":"region-select","hint":"Filter metrics by region"},"id":"region-select","component":"Select","name":"region","value":"global","placeholder":"Select Region","items":["reg-global","reg-na","reg-emea","reg-apac"]},{"id":"reg-global","component":"SelectItem","value":"global","label":"Global (All Regions)"},{"id":"reg-na","component":"SelectItem","value":"na","label":"North America"},{"id":"reg-emea","component":"SelectItem","value":"emea","label":"EMEA"},{"id":"reg-apac","component":"SelectItem","value":"apac","label":"APAC"},{"id":"runway-badge","component":"Tag","text":"Runway: 28 Months (Req 10)","variant":"success","size":"lg"},{"id":"board-date-badge","component":"Tag","text":"Next Board Meeting: Nov 14","variant":"info","size":"lg"},{"id":"kpi-grid","component":"Card","variant":"clear","direction":"column","gap":"m","children":["kpi-row-1","kpi-row-2"]},{"id":"kpi-row-1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["card-revenue","card-costs","card-profit","card-pipeline"]},{"id":"card-revenue","component":"Card","variant":"card","direction":"column","gap":"xs","children":["rev-label","rev-value","rev-sub"]},{"id":"rev-label","component":"TextContent","text":"Revenue (Q3)","size":"small"},{"id":"rev-value","component":"Heading","text":"$24.8M","level":"h2"},{"id":"rev-sub","component":"Tag","text":"+12.4% vs Q2","variant":"success","size":"sm"},{"id":"card-costs","component":"Card","variant":"card","direction":"column","gap":"xs","children":["cost-label","cost-value","cost-sub"]},{"id":"cost-label","component":"TextContent","text":"Operating Costs (Q3)","size":"small"},{"id":"cost-value","component":"Heading","text":"$16.2M","level":"h2"},{"id":"cost-sub","component":"Tag","text":"-2.1% under plan","variant":"success","size":"sm"},{"id":"card-profit","component":"Card","variant":"card","direction":"column","gap":"xs","children":["profit-label","profit-value","profit-sub"]},{"id":"profit-label","component":"TextContent","text":"Net Profit (Q3)","size":"small"},{"id":"profit-value","component":"Heading","text":"$8.6M","level":"h2"},{"id":"profit-sub","component":"Tag","text":"34.7% Margin","variant":"success","size":"sm"},{"id":"card-pipeline","component":"Card","variant":"card","direction":"column","gap":"xs","children":["pipe-label","pipe-value","pipe-sub"]},{"id":"pipe-label","component":"TextContent","text":"Sales Pipeline Value","size":"small"},{"id":"pipe-value","component":"Heading","text":"$68.5M","level":"h2"},{"id":"pipe-sub","component":"Tag","text":"3.8x Coverage","variant":"neutral","size":"sm"},{"id":"kpi-row-2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["card-winrate","card-customers","card-churn","card-nps"]},{"id":"card-winrate","component":"Card","variant":"card","direction":"column","gap":"xs","children":["win-label","win-value","win-sub"]},{"id":"win-label","component":"TextContent","text":"Win Rate (Req 12)","size":"small"},{"id":"win-value","component":"Heading","text":"28.4%","level":"h3"},{"id":"win-sub","component":"TextContent","text":"+2.1% QoQ","size":"small"},{"id":"card-customers","component":"Card","variant":"card","direction":"column","gap":"xs","children":["cust-label","cust-value","cust-sub"]},{"id":"cust-label","component":"TextContent","text":"Customer Count (Req 13)","size":"small"},{"id":"cust-value","component":"Heading","text":"1,420","level":"h3"},{"id":"cust-sub","component":"TextContent","text":"+85 Net New Q3","size":"small"},{"id":"card-churn","component":"Card","variant":"card","direction":"column","gap":"xs","children":["churn-label","churn-value","churn-sub"]},{"id":"churn-label","component":"TextContent","text":"Logo Churn (Req 13)","size":"small"},{"id":"churn-value","component":"Heading","text":"1.2%","level":"h3"},{"id":"churn-sub","component":"Tag","text":"Below 1.5% target","variant":"success","size":"sm"},{" card-nps","component":"Card","variant":"card","direction":"column","gap":"xs","children":["nps-label","nps-value","nps-sub"]},{"id":"nps-label","component":"TextContent","text":"NPS (Req 14)","size":"small"},{"id":"nps-value","component":"Heading","text":"+62","level":"h3"},{"id":"nps-sub","component":"Tag","text":"World Class","variant":"success","size":"sm"},{"id":"tabs-section","component":"Tabs","items":["tab-financials","tab-dept","tab-risks-initiatives"]},{"id":"tab-financials","component":"TabItem","value":"financials","trigger":"Financial Trends (Req 4, 5)","content":["financial-trends-card"]},{"id":"financial-trends-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["fin-chart-header","fin-chart"]},{"id":"fin-chart-header","component":"CardHeader","title":"4-Quarter Financial Trajectory ($M)","subtitle":"Revenue vs. Operating Costs (Q4 23 - Q3 24)"},"id":"fin-chart","component":"BarChart","variant":"grouped","labels":["Q4 2023","Q1 2024","Q2 2024","Q3 2024"],"xLabel":"Quarter","yLabel":"Amount ($M)","series":["rev-series","cost-series"]},{"id":"rev-series","component":"Series","category":"Revenue","values":[20.5,21.8,22.1,24.8]},{"id":"cost-series","component":"Series","category":"Costs","values":[15.8,16.0,16.5,16.2]},{"id":"tab-dept","component":"TabItem","value":"departments","trigger":"Budget & Headcount (Req 6, 7)","content":["dept-card"]},{"id":"dept-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["dept-header","dept-table"]},{"id":"dept-header","component":"CardHeader","title":"Departmental Performance","subtitle":"Headcount and Budget Utilization against Plan"},"id":"dept-table","component":"Table","columns":["col-dept","col-headcount","col-budget-actual","col-budget-plan","col-variance"]},{"id":"col-dept","component":"Col","label":"Department","type":"string","data":["Engineering & Product","Sales & Marketing","Customer Success","Operations & G&A","Total"]},{"id":"col-headcount","component":"Col","label":"Headcount (Req 7)","type":"number","data":[142,88,45,25,300]},{"id":"col-budget-actual","component":"Col","label":"Q3 Actual Spend","type":"string","data":["$6.8M","$5.4M","$2.1M","$1.9M","$16.2M"]},{"id":"col-budget-plan","component":"Col","label":"Q3 Plan Budget (Req 6)","type":"string","data":["$7.0M","$5.2M","$2.2M","$2.1M","$16.5M"]},{"id":"col-variance","component":"Col","label":"Budget Status","type":"string","data":["Under Plan (-2.8%)","Over Plan (+3.8%)","Under Plan (-4.5%)","Under Plan (-9.5%)","Under Plan (-1.8%)"]},{"id":"tab-risks-initiatives","component":"TabItem","value":"risks-initiatives","trigger":"Risks & Initiatives (Req 8, 9)","content":["risks-initiatives-card"]},{"id":"risks-initiatives-card","component":"Card","variant":"clear","direction":"row","gap":"m","children":["card-risks","card-initiatives"]},{"id":"card-risks","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["risks-header","risks-table"]},{"id":"risks-header","component":"CardHeader","title":"Top Enterprise Risks (Req 8)","subtitle":"Critical risks, severity, and assigned owners"},"id":"risks-table","component":"Table","columns":["col-risk","col-severity","col-owner"]},{"id":"col-risk","component":"Col","label":"Risk Description","type":"string","data":["Key Talent Attrition in AI Research","EU Regulatory Compliance Delay","Enterprise Sales Cycle Lengthening"]},{"id":"col-severity","component":"Col","label":"Severity","type":"string","data":["High","Medium","High"]},{"id":"col-owner","component":"Col","label":"Risk Owner","type":"string","data":["VP People (E. Davis)","General Counsel (M. Vance)","CRO (J. Martinez)"]},{"id":"card-initiatives","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["init-header","init-table"]},{"id":"init-header","component":"CardHeader","title":"Strategic Initiatives (Req 9)","subtitle":"Key corporate objectives and current execution status"},"id":"init-table","component":"Table","columns":["col-init","col-target","col-status"]},{"id":"col-init","component":"Col","label":"Strategic Initiative","type":"string","data":["Launch v3.0 Core Platform","APAC Regional Expansion","SOC2 Type II Certification"]},{"id":"col-target","component":"Col","label":"Target Date","type":"string","data":["Q4 2024","Q1 2025","Q3 2024"]},{"id":"col-status","component":"Col","label":"Status","type":"string","data":["On Track","In Progress","Completed"]},{"id":"board-and-export-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["board-header","board-items-list"]},{"id":"board-header","component":"CardHeader","title":"Next Board Meeting Agenda & Action Items (Req 15)","subtitle":"Scheduled for November 14, 2024 • Quorum Confirmed"},"id":"board-items-list","component":"ListBlock","variant":"number","items":["board-item-1","board-item-2","board-item-3","board-item-4"]},{"id":"board-item-1","component":"ListItem","title":"Approval of FY25 Annual Operating Plan & Hiring Budget","subtitle":"Financial models pre-read distributed to Audit Committee","actionLabel":"Review Draft"},{"id":"board-item-2","component":"ListItem","title":"Review of Strategic M&A Expansion Targets","subtitle":"Confidential assessment of two potential acquisition targets in Europe","actionLabel":"View Deck"},{"id":"board-item-3","component":"ListItem","title":"Executive Stock Option Pool Expansion Request","subtitle":"Compensation Committee proposal to refresh 5% pool","actionLabel":"View Proposal"},{"id":"board-item-4","component":"ListItem","title":"Cybersecurity & Data Governance Quarterly Briefing","subtitle":"Presented by CISO following third-party penetration testing","actionLabel":"View Audit Report"},{"id":"followups","component":"FollowUpBlock","items":["fup-1","fup-2","fup-3"]},{"id":"fup-1","component":"FollowUpItem","text":"Drill down into EMEA sales pipeline breakdown"},{"id":"fup-2","component":"FollowUpItem","text":"Generate Q3 Board Deck presentation slides"},{"id":"fup-3","component":"FollowUpItem","text":"View headcount breakdown by engineering team"}]},"surfaceId":"ceo-command-view","version":"v0.9"}
+</a2ui-json>
+
+### Summary of Covered Requirements:
+1. **Revenue ($24.8M)** – Highlighted in Top KPI Row.
+2. **Costs ($16.2M)** – Highlighted in Top KPI Row.
+3. **Profit ($8.6M / 34.7%)** – Highlighted in Top KPI Row.
+4. **Revenue over 4 quarters** – Visualized in the Bar Chart tab.
+5. **Costs over 4 quarters** – Visualized in the Bar Chart tab.
+6. **Budget by department against plan** – Table under "Budget & Headcount" tab.
+7. **Headcount by department** – Detailed column in "Budget & Headcount" tab.
+8. **Top risks with owner** – Dedicated table with descriptions, severity, and assigned owners.
+9. **Strategic initiatives with status** – Matrix showing key initiatives, targets, and progress statuses.
+10. **Months of runway (28 Months)** – Prominently displayed in header badge.
+11. **Sales pipeline value ($68.5M)** – Highlighted in Top KPI Row.
+12. **Win rate (28.4%)** – Metrics card in secondary KPI row.
+13. **Customer count (1,420) and churn (1.2%)** – Cards in secondary KPI row.
+14. **NPS (+62)** – Metrics card in secondary KPI row.
+15. **Next board meeting items** – Dedicated section at the bottom.
+16. **Quarter Selector** – Dropdown filter in the top control bar.
+17. **Region Focus** – Dropdown filter in the top control bar.
+18. **Export Pack** – Primary action button at top right.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..f6b104b6e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-exec__r4.txt
@@ -0,0 +1,806 @@
+Here is a complete CEO Quarterly Command Dashboard containing all requested financial, operational, strategic, and governance metrics.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Executive Operations Hub"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-metrics-card",
+            "financial-trends-card",
+            "dept-breakdown-card",
+            "sales-customer-card",
+            "strategy-risk-card",
+            "board-meeting-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "header-controls-row"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title-block",
+            "export-button"
+          ]
+        },
+        {
+          "id": "header-title-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "CEO Executive Command Center"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Real-time performance metrics, multi-quarter financial trends, and strategic governance"
+        },
+        {
+          "id": "export-button",
+          "component": "Button",
+          "label": "Export Board Pack (PDF/PPT)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["exportBoardPack"]
+        },
+        {
+          "id": "header-controls-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": [
+            "quarter-select-control",
+            "region-select-control"
+          ]
+        },
+        {
+          "id": "quarter-select-control",
+          "component": "FormControl",
+          "label": "Target Quarter",
+          "hint": "Item 16: Quarter selector",
+          "input": "quarter-select-input"
+        },
+        {
+          "id": "quarter-select-input",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q3_2024",
+          "placeholder": "Select Quarter",
+          "items": ["q4_2023_item", "q1_2024_item", "q2_2024_item", "q3_2024_item", "q4_2024_item"]
+        },
+        {
+          "id": "q4_2023_item",
+          "component": "SelectItem",
+          "value": "q4_2023",
+          "label": "Q4 2023"
+        },
+        {
+          "id": "q1_2024_item",
+          "component": "SelectItem",
+          "value": "q1_2024",
+          "label": "Q1 2024"
+        },
+        {
+          "id": "q2_2024_item",
+          "component": "SelectItem",
+          "value": "q2_2024",
+          "label": "Q2 2024"
+        },
+        {
+          "id": "q3_2024_item",
+          "component": "SelectItem",
+          "value": "q3_2024",
+          "label": "Q3 2024 (Active)"
+        },
+        {
+          "id": "q4_2024_item",
+          "component": "SelectItem",
+          "value": "q4_2024",
+          "label": "Q4 2024 (Forecast)"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Regional Focus",
+          "hint": "Item 17: Region filter",
+          "input": "region-select-input"
+        },
+        {
+          "id": "region-select-input",
+          "component": "Select",
+          "name": "region",
+          "value": "global",
+          "placeholder": "Select Region",
+          "items": ["reg_global", "reg_na", "reg_emea", "reg_apac"]
+        },
+        {
+          "id": "reg_global",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global Consolidated"
+        },
+        {
+          "id": "reg_na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America (NA)"
+        },
+        {
+          "id": "reg_emea",
+          "component": "SelectItem",
+          "value": "emea",
+          "label": "Europe, Middle East, Africa (EMEA)"
+        },
+        {
+          "id": "reg_apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia-Pacific (APAC)"
+        },
+        {
+          "id": "kpi-metrics-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-grid"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Quarterly Financial Overview"
+        },
+        {
+          "id": "kpi-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-rev",
+            "card-cost",
+            "card-profit",
+            "card-runway"
+          ]
+        },
+        {
+          "id": "card-rev",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "rev-tag",
+            "rev-heading",
+            "rev-val",
+            "rev-sub"
+          ]
+        },
+        {
+          "id": "rev-tag",
+          "component": "Tag",
+          "text": "1. Revenue",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "rev-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Q3 Total Revenue"
+        },
+        {
+          "id": "rev-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$14.2M"
+        },
+        {
+          "id": "rev-sub",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "+12.5% vs Q2 ($12.6M)"
+        },
+        {
+          "id": "card-cost",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "cost-tag",
+            "cost-heading",
+            "cost-val",
+            "cost-sub"
+          ]
+        },
+        {
+          "id": "cost-tag",
+          "component": "Tag",
+          "text": "2. Costs",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "cost-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Q3 Operating Costs"
+        },
+        {
+          "id": "cost-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$9.8M"
+        },
+        {
+          "id": "cost-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "+3.1% vs Q2 ($9.5M)"
+        },
+        {
+          "id": "card-profit",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "profit-tag",
+            "profit-heading",
+            "profit-val",
+            "profit-sub"
+          ]
+        },
+        {
+          "id": "profit-tag",
+          "component": "Tag",
+          "text": "3. Profit",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "profit-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Net Profit (EBITDA)"
+        },
+        {
+          "id": "profit-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$4.4M"
+        },
+        {
+          "id": "profit-sub",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "31% Margin (+41.9% YoY)"
+        },
+        {
+          "id": "card-runway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "runway-tag",
+            "runway-heading",
+            "runway-val",
+            "runway-sub"
+          ]
+        },
+        {
+          "id": "runway-tag",
+          "component": "Tag",
+          "text": "10. Months of Runway",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "runway-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Cash Runway"
+        },
+        {
+          "id": "runway-val",
+          "component": "Heading",
+          "level": "h1",
+          "text": "28 Mos"
+        },
+        {
+          "id": "runway-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Total Cash reserves: $32.4M"
+        },
+        {
+          "id": "financial-trends-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "trend-heading",
+            "financial-chart"
+          ]
+        },
+        {
+          "id": "trend-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Trailing 4-Quarter Financial Trajectory (Items 4 & 5)"
+        },
+        {
+          "id": "financial-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Quarter",
+          "yLabel": "USD (Millions)",
+          "labels": ["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"],
+          "series": ["series-revenue", "series-costs", "series-profit"]
+        },
+        {
+          "id": "series-revenue",
+          "component": "Series",
+          "category": "4. Revenue Over 4 Quarters ($M)",
+          "values": [10.5, 11.2, 12.6, 14.2]
+        },
+        {
+          "id": "series-costs",
+          "component": "Series",
+          "category": "5. Costs Over 4 Quarters ($M)",
+          "values": [8.8, 9.0, 9.5, 9.8]
+        },
+        {
+          "id": "series-profit",
+          "component": "Series",
+          "category": "Profit ($M)",
+          "values": [1.7, 2.2, 3.1, 4.4]
+        },
+        {
+          "id": "dept-breakdown-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "dept-heading",
+            "dept-table"
+          ]
+        },
+        {
+          "id": "dept-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Departmental Allocation & Headcount (Items 6 & 7)"
+        },
+        {
+          "id": "dept-table",
+          "component": "Table",
+          "columns": [
+            "col-dept",
+            "col-budget-actual",
+            "col-budget-plan",
+            "col-variance",
+            "col-headcount"
+          ]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Engineering", "Sales & Marketing", "Product & Design", "Customer Success", "Operations & Admin"]
+        },
+        {
+          "id": "col-budget-actual",
+          "component": "Col",
+          "label": "Q3 Actual ($M)",
+          "type": "number",
+          "data": [4.1, 3.2, 1.1, 0.8, 0.6]
+        },
+        {
+          "id": "col-budget-plan",
+          "component": "Col",
+          "label": "6. Budget Plan ($M)",
+          "type": "number",
+          "data": [4.0, 3.5, 1.2, 0.7, 0.6]
+        },
+        {
+          "id": "col-variance",
+          "component": "Col",
+          "label": "Variance vs Plan",
+          "type": "string",
+          "data": ["+2.5% (Over)", "-8.6% (Under)", "-8.3% (Under)", "+14.2% (Over)", "0.0% (On Plan)"]
+        },
+        {
+          "id": "col-headcount",
+          "component": "Col",
+          "label": "7. Headcount (FTEs)",
+          "type": "number",
+          "data": [84, 52, 22, 18, 12]
+        },
+        {
+          "id": "sales-customer-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sales-customer-heading",
+            "sales-customer-grid"
+          ]
+        },
+        {
+          "id": "sales-customer-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Sales Pipeline & Customer Health (Items 11–14)"
+        },
+        {
+          "id": "sales-customer-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-pipeline",
+            "card-winrate",
+            "card-customers",
+            "card-nps"
+          ]
+        },
+        {
+          "id": "card-pipeline",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "pip-tag",
+            "pip-val",
+            "pip-desc"
+          ]
+        },
+        {
+          "id": "pip-tag",
+          "component": "Tag",
+          "text": "11. Sales Pipeline Value",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "pip-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$38.5M"
+        },
+        {
+          "id": "pip-desc",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Qualified weighted pipeline for next 2 quarters"
+        },
+        {
+          "id": "card-winrate",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "win-tag",
+            "win-val",
+            "win-desc"
+          ]
+        },
+        {
+          "id": "win-tag",
+          "component": "Tag",
+          "text": "12. Win Rate",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "win-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "34.2%"
+        },
+        {
+          "id": "win-desc",
+          "component": "TextContent",
+          "size": "small",
+          "text": "+2.8% benchmark improvement against Q2"
+        },
+        {
+          "id": "card-customers",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "cust-tag",
+            "cust-val",
+            "cust-desc"
+          ]
+        },
+        {
+          "id": "cust-tag",
+          "component": "Tag",
+          "text": "13. Customer Count & Churn",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "cust-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "1,420 Active"
+        },
+        {
+          "id": "cust-desc",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Gross Churn: 1.2% / Net ARR Churn: -0.4%"
+        },
+        {
+          "id": "card-nps",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "nps-tag",
+            "nps-val",
+            "nps-desc"
+          ]
+        },
+        {
+          "id": "nps-tag",
+          "component": "Tag",
+          "text": "14. Net Promoter Score",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "nps-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "+64 NPS"
+        },
+        {
+          "id": "nps-desc",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Enterprise segment NPS: +71 / SMB: +58"
+        },
+        {
+          "id": "strategy-risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "strategy-tabs"
+          ]
+        },
+        {
+          "id": "strategy-tabs",
+          "component": "Tabs",
+          "items": ["tab-initiatives", "tab-risks"]
+        },
+        {
+          "id": "tab-initiatives",
+          "component": "TabItem",
+          "value": "initiatives",
+          "trigger": "9. Strategic Initiatives & Status",
+          "content": ["initiatives-table"]
+        },
+        {
+          "id": "initiatives-table",
+          "component": "Table",
+          "columns": ["col-init-name", "col-init-lead", "col-init-status", "col-init-progress"]
+        },
+        {
+          "id": "col-init-name",
+          "component": "Col",
+          "label": "Strategic Initiative",
+          "type": "string",
+          "data": [
+            "Enterprise AI Platform Expansion",
+            "EMEA Data Center Compliance (GDPR/EU CSAM)",
+            "Self-Service PLG Funnel Launch",
+            "ISO 27001 & SOC2 Type II Recertification"
+          ]
+        },
+        {
+          "id": "col-init-lead",
+          "component": "Col",
+          "label": "Executive Lead",
+          "type": "string",
+          "data": ["CTO (Elena R.)", "VP Infrastructure (Marc D.)", "CRO (David K.)", "CISO (Sarah T.)"]
+        },
+        {
+          "id": "col-init-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "Completed"]
+        },
+        {
+          "id": "col-init-progress",
+          "component": "Col",
+          "label": "Completion Target",
+          "type": "string",
+          "data": ["75% - Target Q4 Launch", "40% - Delayed by Vendor", "90% - Beta Live", "100% - Certified"]
+        },
+        {
+          "id": "tab-risks",
+          "component": "TabItem",
+          "value": "risks",
+          "trigger": "8. Top Risks & Owners",
+          "content": ["risks-table"]
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["col-risk-desc", "col-risk-severity", "col-risk-owner", "col-risk-mitigation"]
+        },
+        {
+          "id": "col-risk-desc",
+          "component": "Col",
+          "label": "Top Risk Factor",
+          "type": "string",
+          "data": [
+            "Key Vendor Supply Chain Delay (Cloud GPU Hardware)",
+            "Regulatory Shift in EU Data Sovereignty Frameworks",
+            "Key Personnel Retention in Machine Learning Engineering"
+          ]
+        },
+        {
+          "id": "col-risk-severity",
+          "component": "Col",
+          "label": "Impact Level",
+          "type": "string",
+          "data": ["High", "Medium", "High"]
+        },
+        {
+          "id": "col-risk-owner",
+          "component": "Col",
+          "label": "8. Risk Owner",
+          "type": "string",
+          "data": ["VP Ops (Marcus Vance)", "General Counsel (Patricia L.)", "Chief People Officer (Ann B.)"]
+        },
+        {
+          "id": "col-risk-mitigation",
+          "component": "Col",
+          "label": "Mitigation Action Plan",
+          "type": "string",
+          "data": [
+            "Multi-cloud fallback agreements signed with secondary provider",
+            "Engaged external EU policy counsel; adapting localized hosting",
+            "Implemented retention bonuses & equity re-grant program"
+          ]
+        },
+        {
+          "id": "board-meeting-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "board-heading",
+            "board-callout",
+            "board-list"
+          ]
+        },
+        {
+          "id": "board-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "15. Items for the Next Board Meeting"
+        },
+        {
+          "id": "board-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Upcoming Meeting: November 14, 2024",
+          "description": "Executive materials are due 5 business days prior. Key focus is Series C capital allocation and APAC expansion strategy."
+        },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "board-item-1",
+            "board-item-2",
+            "board-item-3",
+            "board-item-4"
+          ]
+        },
+        {
+          "id": "board-item-1",
+          "component": "ListItem",
+          "title": "Q4 Budget Expansion & Series C Funding Roadmap Approval",
+          "subtitle": "Review capital requirements for scaling sales footprint and strategic M&A options.",
+          "actionLabel": "Review Deck"
+        },
+        {
+          "id": "board-item-2",
+          "component": "ListItem",
+          "title": "Executive Compensation Plan & Key Leadership Stock Option Grants",
+          "subtitle": "Presented by Compensation Committee Chair for annual board ratification.",
+          "actionLabel": "View Resolution"
+        },
+        {
+          "id": "board-item-3",
+          "component": "ListItem",
+          "title": "APAC Geographic Market Expansion Strategy & Subsidiary Setup",
+          "subtitle": "Evaluating entity setup in Singapore and Tokyo regional offices.",
+          "actionLabel": "View Proposal"
+        },
+        {
+          "id": "board-item-4",
+          "component": "ListItem",
+          "title": "Cybersecurity & Data Governance Annual Oversight Report",
+          "subtitle": "Annual review of risk exposure, SOC2 compliance audit, and breach readiness.",
+          "actionLabel": "View Report"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..ef91c8282
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r1.txt
@@ -0,0 +1,1060 @@
+Here is a complete trading desk morning workspace dashboard covering all 17 specified items in a clean, high-density layout.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-workspace",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Trading Desk Terminal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-workspace",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-top-row",
+            "risk-alert-callout"
+          ]
+        },
+        {
+          "id": "header-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-titles",
+            "timeframe-select"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "CardHeader",
+          "title": "Morning Trading Workspace",
+          "subtitle": "Global Macro & Quant Strategies • Multi-Asset Desk"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "value": "1D",
+          "placeholder": "Select Timeframe",
+          "items": [
+            "tf-1d",
+            "tf-1w",
+            "tf-1m",
+            "tf-ytd",
+            "tf-1y"
+          ]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "value": "1D",
+          "label": "Timeframe: 1 Day (Intraday)"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "value": "1W",
+          "label": "Timeframe: 1 Week"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "value": "1M",
+          "label": "Timeframe: 1 Month"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "value": "YTD",
+          "label": "Timeframe: Year To Date"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "value": "1Y",
+          "label": "Timeframe: 1 Year Trailing"
+        },
+        {
+          "id": "risk-alert-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Risk Limit Warning: 2 Metrics Near Breach",
+          "description": "Tech Concentration (19.4% / 20.0% Max Limit) and Gross Leverage (2.42x / 2.50x Max Limit) are approaching defined risk thresholds."
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-execution",
+            "tab-analytics"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Executive Summary & Portfolio",
+          "content": [
+            "kpi-card",
+            "positions-card",
+            "gainers-losers-card"
+          ]
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-port-value",
+            "kpi-pnl",
+            "kpi-var",
+            "kpi-margin",
+            "kpi-drawdown"
+          ]
+        },
+        {
+          "id": "kpi-port-value",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-port-val-lbl",
+            "kpi-port-val-txt",
+            "kpi-port-val-badge"
+          ]
+        },
+        {
+          "id": "kpi-port-val-lbl",
+          "component": "Label",
+          "text": "Total Portfolio Value"
+        },
+        {
+          "id": "kpi-port-val-txt",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$42,850,240.00"
+        },
+        {
+          "id": "kpi-port-val-badge",
+          "component": "Badge",
+          "text": "+1.2% vs prev close",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-pnl",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-pnl-lbl",
+            "kpi-pnl-txt",
+            "kpi-pnl-badge"
+          ]
+        },
+        {
+          "id": "kpi-pnl-lbl",
+          "component": "Label",
+          "text": "Today's P&L"
+        },
+        {
+          "id": "kpi-pnl-txt",
+          "component": "Heading",
+          "level": "h2",
+          "text": "+$342,150.00"
+        },
+        {
+          "id": "kpi-pnl-badge",
+          "component": "Badge",
+          "text": "+0.81% Intraday",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-var",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-var-lbl",
+            "kpi-var-txt",
+            "kpi-var-progress"
+          ]
+        },
+        {
+          "id": "kpi-var-lbl",
+          "component": "Label",
+          "text": "Value at Risk (99% 1D VaR)"
+        },
+        {
+          "id": "kpi-var-txt",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$612,400.00"
+        },
+        {
+          "id": "kpi-var-progress",
+          "component": "Progress",
+          "value": 72,
+          "label": "72% of $850k VaR Budget"
+        },
+        {
+          "id": "kpi-margin",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-margin-lbl",
+            "kpi-margin-txt",
+            "kpi-margin-progress"
+          ]
+        },
+        {
+          "id": "kpi-margin-lbl",
+          "component": "Label",
+          "text": "Margin in Use"
+        },
+        {
+          "id": "kpi-margin-txt",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$14,200,000.00"
+        },
+        {
+          "id": "kpi-margin-progress",
+          "component": "Progress",
+          "value": 56,
+          "label": "56% of Total Available Margin"
+        },
+        {
+          "id": "kpi-drawdown",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-dd-lbl",
+            "kpi-dd-txt",
+            "kpi-dd-badge"
+          ]
+        },
+        {
+          "id": "kpi-dd-lbl",
+          "component": "Label",
+          "text": "1Y Max Drawdown"
+        },
+        {
+          "id": "kpi-dd-txt",
+          "component": "Heading",
+          "level": "h2",
+          "text": "-4.85%"
+        },
+        {
+          "id": "kpi-dd-badge",
+          "component": "Badge",
+          "text": "Peak: Oct 2023 (-6.2% limit)",
+          "variant": "outline"
+        },
+        {
+          "id": "positions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "positions-header",
+            "positions-table"
+          ]
+        },
+        {
+          "id": "positions-header",
+          "component": "CardHeader",
+          "title": "Active Portfolio Positions",
+          "subtitle": "Real-time holdings, entry benchmarks, and current valuation"
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": [
+            "col-pos-ticker",
+            "col-pos-size",
+            "col-pos-entry",
+            "col-pos-current",
+            "col-pos-pnl"
+          ]
+        },
+        {
+          "id": "col-pos-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": ["AAPL", "NVDA", "MSFT", "AMZN", "JPM", "US10Y"]
+        },
+        {
+          "id": "col-pos-size",
+          "component": "Col",
+          "label": "Size / Contracts",
+          "type": "number",
+          "data": [25000, 12000, 18000, 15000, 30000, -250]
+        },
+        {
+          "id": "col-pos-entry",
+          "component": "Col",
+          "label": "Entry Price ($)",
+          "type": "number",
+          "data": [172.50, 118.20, 412.00, 178.40, 192.10, 110.25]
+        },
+        {
+          "id": "col-pos-current",
+          "component": "Col",
+          "label": "Current Price ($)",
+          "type": "number",
+          "data": [182.40, 128.50, 425.30, 175.20, 198.80, 108.90]
+        },
+        {
+          "id": "col-pos-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L ($)",
+          "type": "number",
+          "data": [247500, 123600, 239400, -48000, 201000, 337500]
+        },
+        {
+          "id": "gainers-losers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "gl-header",
+            "gl-tables-row"
+          ]
+        },
+        {
+          "id": "gl-header",
+          "component": "CardHeader",
+          "title": "Today's Market Movers",
+          "subtitle": "Top gainers and losers across core coverage universe"
+        },
+        {
+          "id": "gl-tables-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "gainers-table-card",
+            "losers-table-card"
+          ]
+        },
+        {
+          "id": "gainers-table-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "gainers-title",
+            "gainers-table"
+          ]
+        },
+        {
+          "id": "gainers-title",
+          "component": "TextContent",
+          "text": "Top Gainers",
+          "size": "small-heavy"
+        },
+        {
+          "id": "gainers-table",
+          "component": "Table",
+          "columns": [
+            "col-gainer-ticker",
+            "col-gainer-price",
+            "col-gainer-change"
+          ]
+        },
+        {
+          "id": "col-gainer-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": ["NVDA", "AMD", "TSLA", "META"]
+        },
+        {
+          "id": "col-gainer-price",
+          "component": "Col",
+          "label": "Price ($)",
+          "type": "number",
+          "data": [128.50, 164.20, 248.90, 502.10]
+        },
+        {
+          "id": "col-gainer-change",
+          "component": "Col",
+          "label": "Change (%)",
+          "type": "string",
+          "data": ["+8.71%", "+5.34%", "+4.12%", "+3.88%"]
+        },
+        {
+          "id": "losers-table-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "losers-title",
+            "losers-table"
+          ]
+        },
+        {
+          "id": "losers-title",
+          "component": "TextContent",
+          "text": "Top Losers",
+          "size": "small-heavy"
+        },
+        {
+          "id": "losers-table",
+          "component": "Table",
+          "columns": [
+            "col-loser-ticker",
+            "col-loser-price",
+            "col-loser-change"
+          ]
+        },
+        {
+          "id": "col-loser-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": ["INTC", "AMZN", "XOM", "PFE"]
+        },
+        {
+          "id": "col-loser-price",
+          "component": "Col",
+          "label": "Price ($)",
+          "type": "number",
+          "data": [20.40, 175.20, 112.80, 28.10]
+        },
+        {
+          "id": "col-loser-change",
+          "component": "Col",
+          "label": "Change (%)",
+          "type": "string",
+          "data": ["-6.21%", "-1.79%", "-1.45%", "-1.12%"]
+        },
+        {
+          "id": "tab-execution",
+          "component": "TabItem",
+          "value": "execution",
+          "trigger": "Orders & Trading Controls",
+          "content": [
+            "exec-row",
+            "working-orders-card"
+          ]
+        },
+        {
+          "id": "exec-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "order-entry-card",
+            "rebalance-card"
+          ]
+        },
+        {
+          "id": "order-entry-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "order-entry-header",
+            "order-form"
+          ]
+        },
+        {
+          "id": "order-entry-header",
+          "component": "CardHeader",
+          "title": "Quick Order Placement",
+          "subtitle": "Direct order execution into desk blotter"
+        },
+        {
+          "id": "order-form",
+          "component": "Form",
+          "name": "order_entry_form",
+          "fields": [
+            "form-ctrl-ticker",
+            "form-ctrl-side",
+            "form-ctrl-qty"
+          ],
+          "buttons": "order-submit-buttons"
+        },
+        {
+          "id": "form-ctrl-ticker",
+          "component": "FormControl",
+          "label": "Ticker Symbol",
+          "input": "input-ticker",
+          "hint": "e.g. AAPL, NVDA, EURUSD"
+        },
+        {
+          "id": "input-ticker",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "Enter Ticker...",
+          "type": "text"
+        },
+        {
+          "id": "form-ctrl-side",
+          "component": "FormControl",
+          "label": "Order Side",
+          "input": "radio-side"
+        },
+        {
+          "id": "radio-side",
+          "component": "RadioGroup",
+          "name": "side",
+          "defaultValue": "BUY",
+          "items": [
+            "radio-buy",
+            "radio-sell",
+            "radio-short"
+          ]
+        },
+        {
+          "id": "radio-buy",
+          "component": "RadioItem",
+          "value": "BUY",
+          "label": "Buy (Long)",
+          "description": "Standard long order"
+        },
+        {
+          "id": "radio-sell",
+          "component": "RadioItem",
+          "value": "SELL",
+          "label": "Sell (Close)",
+          "description": "Close active long position"
+        },
+        {
+          "id": "radio-short",
+          "component": "RadioItem",
+          "value": "SELL_SHORT",
+          "label": "Sell Short",
+          "description": "Open new short position"
+        },
+        {
+          "id": "form-ctrl-qty",
+          "component": "FormControl",
+          "label": "Quantity / Shares",
+          "input": "input-qty",
+          "hint": "Number of units to trade"
+        },
+        {
+          "id": "input-qty",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "1000",
+          "type": "number"
+        },
+        {
+          "id": "order-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-order",
+            "btn-clear-order"
+          ]
+        },
+        {
+          "id": "btn-submit-order",
+          "component": "Button",
+          "label": "Route Order",
+          "variant": "primary",
+          "action": ["submit_order"]
+        },
+        {
+          "id": "btn-clear-order",
+          "component": "Button",
+          "label": "Reset",
+          "variant": "tertiary"
+        },
+        {
+          "id": "rebalance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "rebalance-header",
+            "rebalance-content"
+          ]
+        },
+        {
+          "id": "rebalance-header",
+          "component": "CardHeader",
+          "title": "Portfolio Rebalancing Engine",
+          "subtitle": "Align target model weights with active market prices"
+        },
+        {
+          "id": "rebalance-content",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rebalance-alert",
+            "rebalance-model-select",
+            "rebalance-dialog"
+          ]
+        },
+        {
+          "id": "rebalance-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Drift Alert: Tech +2.4% Overweight",
+          "description": "Model drift current: 3.12% aggregate target variance. Rebalancing will trigger 8 target trades."
+        },
+        {
+          "id": "rebalance-model-select",
+          "component": "FormControl",
+          "label": "Target Model Portfolio",
+          "input": "select-model"
+        },
+        {
+          "id": "select-model",
+          "component": "Select",
+          "name": "model_portfolio",
+          "value": "m1",
+          "items": [
+            "m1-opt",
+            "m2-opt",
+            "m3-opt"
+          ]
+        },
+        {
+          "id": "m1-opt",
+          "component": "SelectItem",
+          "value": "m1",
+          "label": "Core Systematic Macro (60/40)"
+        },
+        {
+          "id": "m2-opt",
+          "component": "SelectItem",
+          "value": "m2",
+          "label": "Tech Concentrated Long-Only"
+        },
+        {
+          "id": "m3-opt",
+          "component": "SelectItem",
+          "value": "m3",
+          "label": "Market Neutral Alpha Model"
+        },
+        {
+          "id": "rebalance-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Execute Automated Rebalance",
+          "triggerVariant": "default",
+          "title": "Confirm Portfolio Rebalance Execution?",
+          "description": "This will generate and submit 8 child orders to bring sector weights back to benchmark tolerance (+/- 0.5%). Estimated trade value: $2,840,000.",
+          "confirmLabel": "Confirm & Send Orders",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "working-orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "working-orders-header",
+            "working-orders-table"
+          ]
+        },
+        {
+          "id": "working-orders-header",
+          "component": "CardHeader",
+          "title": "Working Orders Blotter",
+          "subtitle": "Active pending limit and stop orders currently live on exchange"
+        },
+        {
+          "id": "working-orders-table",
+          "component": "Table",
+          "columns": [
+            "col-order-id",
+            "col-order-ticker",
+            "col-order-side",
+            "col-order-type",
+            "col-order-qty",
+            "col-order-limit",
+            "col-order-status"
+          ]
+        },
+        {
+          "id": "col-order-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["ORD-8921", "ORD-8924", "ORD-8925", "ORD-8928"]
+        },
+        {
+          "id": "col-order-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": ["AAPL", "GOOGL", "MSFT", "TLT"]
+        },
+        {
+          "id": "col-order-side",
+          "component": "Col",
+          "label": "Side",
+          "type": "string",
+          "data": ["BUY", "SELL", "BUY", "BUY"]
+        },
+        {
+          "id": "col-order-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": ["Limit", "Limit", "Stop Limit", "Limit"]
+        },
+        {
+          "id": "col-order-qty",
+          "component": "Col",
+          "label": "Working Qty",
+          "type": "number",
+          "data": [5000, 3000, 2500, 10000]
+        },
+        {
+          "id": "col-order-limit",
+          "component": "Col",
+          "label": "Limit Price ($)",
+          "type": "number",
+          "data": [180.50, 178.00, 420.00, 94.20]
+        },
+        {
+          "id": "col-order-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Partial Fill (60%)", "Open / Working", "Open / Working", "Pending Exchange"]
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Analytics, Intelligence & Calendar",
+          "content": [
+            "analytics-row-1",
+            "analytics-row-2"
+          ]
+        },
+        {
+          "id": "analytics-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "sector-exposure-card",
+            "watchlist-card"
+          ]
+        },
+        {
+          "id": "sector-exposure-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "sector-header",
+            "sector-chart"
+          ]
+        },
+        {
+          "id": "sector-header",
+          "component": "CardHeader",
+          "title": "Sector Exposure Distribution",
+          "subtitle": "Gross market exposure breakdown (%)"
+        },
+        {
+          "id": "sector-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Information Tech", "Financials", "Healthcare", "Consumer Disc", "Energy", "Fixed Income"],
+          "series": ["sector-series-1"],
+          "xLabel": "% Exposure",
+          "yLabel": "Sector"
+        },
+        {
+          "id": "sector-series-1",
+          "component": "Series",
+          "category": "Portfolio Weight (%)",
+          "values": [38.5, 22.1, 14.2, 11.8, 8.4, 5.0]
+        },
+        {
+          "id": "watchlist-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "watchlist-header",
+            "watchlist-table"
+          ]
+        },
+        {
+          "id": "watchlist-header",
+          "component": "CardHeader",
+          "title": "Monitored Watchlist",
+          "subtitle": "Key cross-asset watchlist prices"
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": [
+            "col-watch-ticker",
+            "col-watch-name",
+            "col-watch-price",
+            "col-watch-change"
+          ]
+        },
+        {
+          "id": "col-watch-ticker",
+          "component": "Col",
+          "label": "Symbol",
+          "type": "string",
+          "data": ["SPX", "NDX", "EURUSD", "BTCUSD", "CL1!"]
+        },
+        {
+          "id": "col-watch-name",
+          "component": "Col",
+          "label": "Asset Name",
+          "type": "string",
+          "data": ["S&P 500 Index", "Nasdaq 100", "EUR / USD Spot", "Bitcoin", "Crude Oil Futures"]
+        },
+        {
+          "id": "col-watch-price",
+          "component": "Col",
+          "label": "Last Price",
+          "type": "number",
+          "data": [5520.40, 19450.20, 1.0875, 64250.00, 78.40]
+        },
+        {
+          "id": "col-watch-change",
+          "component": "Col",
+          "label": "1D Change",
+          "type": "string",
+          "data": ["+0.45%", "+0.92%", "-0.15%", "+2.40%", "-0.85%"]
+        },
+        {
+          "id": "analytics-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "strategy-perf-card",
+            "headlines-calendar-card"
+          ]
+        },
+        {
+          "id": "strategy-perf-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "strat-header",
+            "strat-table"
+          ]
+        },
+        {
+          "id": "strat-header",
+          "component": "CardHeader",
+          "title": "Strategy YTD Performance",
+          "subtitle": "Year-to-date returns across desk mandates"
+        },
+        {
+          "id": "strat-table",
+          "component": "Table",
+          "columns": [
+            "col-strat-name",
+            "col-strat-ytd",
+            "col-strat-sharpe"
+          ]
+        },
+        {
+          "id": "col-strat-name",
+          "component": "Col",
+          "label": "Strategy Name",
+          "type": "string",
+          "data": ["Tech Equity Alpha", "Global Macro Systematic", "Credit Relative Value", "Quant Volatility Arbitrage"]
+        },
+        {
+          "id": "col-strat-ytd",
+          "component": "Col",
+          "label": "YTD Return",
+          "type": "string",
+          "data": ["+18.42%", "+9.15%", "+6.80%", "+12.10%"]
+        },
+        {
+          "id": "col-strat-sharpe",
+          "component": "Col",
+          "label": "Sharpe Ratio",
+          "type": "number",
+          "data": [2.15, 1.45, 1.82, 2.40]
+        },
+        {
+          "id": "headlines-calendar-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "intel-header",
+            "intel-accordion"
+          ]
+        },
+        {
+          "id": "intel-header",
+          "component": "CardHeader",
+          "title": "Market News & Economic Calendar",
+          "subtitle": "Real-time news sentiment feeds & high-impact releases this week"
+        },
+        {
+          "id": "intel-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-item-headlines",
+            "acc-item-econ-calendar"
+          ]
+        },
+        {
+          "id": "acc-item-headlines",
+          "component": "AccordionItem",
+          "value": "headlines",
+          "trigger": "Market Headlines & AI Sentiment Analysis",
+          "content": [
+            "headlines-list"
+          ]
+        },
+        {
+          "id": "headlines-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "news-1",
+            "news-2",
+            "news-3"
+          ]
+        },
+        {
+          "id": "news-1",
+          "component": "ListItem",
+          "title": "Fed Officials Signal Rate Cut Likely at Upcoming Meeting",
+          "subtitle": "Sentiment: Bullish (Score: +0.82) • Source: Reuters • 14m ago"
+        },
+        {
+          "id": "news-2",
+          "component": "ListItem",
+          "title": "Semiconductor Exports Exceed Expectations Amid AI Chip Demand",
+          "subtitle": "Sentiment: Bullish (Score: +0.91) • Source: Bloomberg • 42m ago"
+        },
+        {
+          "id": "news-3",
+          "component": "ListItem",
+          "title": "Middle East Crude Supply Concerns Rise After Strait Disruptions",
+          "subtitle": "Sentiment: Bearish (Score: -0.65) • Source: Financial Times • 1h ago"
+        },
+        {
+          "id": "acc-item-econ-calendar",
+          "component": "AccordionItem",
+          "value": "calendar",
+          "trigger": "Economic Releases This Week",
+          "content": [
+            "calendar-table"
+          ]
+        },
+        {
+          "id": "calendar-table",
+          "component": "Table",
+          "columns": [
+            "col-cal-day",
+            "col-cal-event",
+            "col-cal-forecast",
+            "col-cal-prior"
+          ]
+        },
+        {
+          "id": "col-cal-day",
+          "component": "Col",
+          "label": "Date / Day",
+          "type": "string",
+          "data": ["Wed 08:30", "Thu 08:30", "Fri 08:30", "Fri 10:00"]
+        },
+        {
+          "id": "col-cal-event",
+          "component": "Col",
+          "label": "Event Release",
+          "type": "string",
+          "data": ["US CPI Inflation (MoM)", "Initial Jobless Claims", "Non-Farm Payrolls", "ISM Services PMI"]
+        },
+        {
+          "id": "col-cal-forecast",
+          "component": "Col",
+          "label": "Forecast",
+          "type": "string",
+          "data": ["0.2%", "225K", "175K", "52.5"]
+        },
+        {
+          "id": "col-cal-prior",
+          "component": "Col",
+          "label": "Prior",
+          "type": "string",
+          "data": ["0.3%", "228K", "206K", "51.8"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..cb63ffd8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r2.txt
@@ -0,0 +1,1009 @@
+Here is a comprehensive morning workspace dashboard designed for a trading desk. It integrates real-time risk parameters, portfolio breakdowns, active orders, news/calendar monitoring, and instant order entry or rebalancing tools.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "trading-desk-workspace",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#10B981",
+      "agentDisplayName": "Trading Desk Terminal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "trading-desk-workspace",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "risk-alerts",
+          "kpi-overview",
+          "desk-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "header-title",
+          "header-timeframe"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Morning Workspace — Equity Alpha Desk",
+        "subtitle": "Global Macro & US Multi-Strat Desk | Real-time Monitor"
+      },
+      {
+        "id": "header-timeframe",
+        "component": "Select",
+        "name": "timeframe_select",
+        "placeholder": "Select Timeframe",
+        "value": "1D",
+        "items": [
+          "tf-1d",
+          "tf-1w",
+          "tf-1m",
+          "tf-ytd",
+          "tf-1y"
+        ]
+      },
+      {
+        "id": "tf-1d",
+        "component": "SelectItem",
+        "value": "1D",
+        "label": "Timeframe: Today (1D)"
+      },
+      {
+        "id": "tf-1w",
+        "component": "SelectItem",
+        "value": "1W",
+        "label": "Timeframe: 1 Week (1W)"
+      },
+      {
+        "id": "tf-1m",
+        "component": "SelectItem",
+        "value": "1M",
+        "label": "Timeframe: 1 Month (1M)"
+      },
+      {
+        "id": "tf-ytd",
+        "component": "SelectItem",
+        "value": "YTD",
+        "label": "Timeframe: Year to Date (YTD)"
+      },
+      {
+        "id": "tf-1y",
+        "component": "SelectItem",
+        "value": "1Y",
+        "label": "Timeframe: 1 Year (1Y)"
+      },
+      {
+        "id": "risk-alerts",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Risk Limit Warning: Tech Sector Exposure & VaR Threshold",
+        "description": "Information Technology exposure at 38.0% (Limit: 40.0%). Daily 99% VaR is at $485,000 (Limit: $500,000). Consider executing a portfolio rebalance."
+      },
+      {
+        "id": "kpi-overview",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi-val",
+          "kpi-pnl",
+          "kpi-var",
+          "kpi-margin"
+        ]
+      },
+      {
+        "id": "kpi-val",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-val-head",
+          "kpi-val-num"
+        ]
+      },
+      {
+        "id": "kpi-val-head",
+        "component": "CardHeader",
+        "title": "Portfolio Value",
+        "subtitle": "Total Net Asset Value"
+      },
+      {
+        "id": "kpi-val-num",
+        "component": "Heading",
+        "text": "$42,850,210.00",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-pnl",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-pnl-head",
+          "kpi-pnl-num"
+        ]
+      },
+      {
+        "id": "kpi-pnl-head",
+        "component": "CardHeader",
+        "title": "P&L Today",
+        "subtitle": "+1.38% Un-realized / Realized"
+      },
+      {
+        "id": "kpi-pnl-num",
+        "component": "Heading",
+        "text": "+$582,400.00",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-var",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-var-head",
+          "kpi-var-num"
+        ]
+      },
+      {
+        "id": "kpi-var-head",
+        "component": "CardHeader",
+        "title": "Value at Risk (99% 1D)",
+        "subtitle": "97.0% of $500k Max Limit"
+      },
+      {
+        "id": "kpi-var-num",
+        "component": "Heading",
+        "text": "$485,000.00",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-margin",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpi-margin-head",
+          "kpi-margin-progress"
+        ]
+      },
+      {
+        "id": "kpi-margin-head",
+        "component": "CardHeader",
+        "title": "Margin in Use",
+        "subtitle": "$18.2M used of $30.0M Capacity"
+      },
+      {
+        "id": "kpi-margin-progress",
+        "component": "Progress",
+        "value": 60.6,
+        "label": "60.6% Margin Utilization"
+      },
+      {
+        "id": "desk-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-positions",
+          "tab-analytics",
+          "tab-market-intel",
+          "tab-execution"
+        ]
+      },
+      {
+        "id": "tab-positions",
+        "component": "TabItem",
+        "value": "positions",
+        "trigger": "Active Positions & Working Orders",
+        "content": [
+          "positions-card",
+          "orders-card"
+        ]
+      },
+      {
+        "id": "positions-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "pos-header",
+          "pos-table"
+        ]
+      },
+      {
+        "id": "pos-header",
+        "component": "CardHeader",
+        "title": "Open Portfolio Positions",
+        "subtitle": "Live market mark-to-market prices"
+      },
+      {
+        "id": "pos-table",
+        "component": "Table",
+        "columns": [
+          "col-ticker",
+          "col-size",
+          "col-entry",
+          "col-curr",
+          "col-pnl"
+        ]
+      },
+      {
+        "id": "col-ticker",
+        "component": "Col",
+        "label": "Ticker",
+        "type": "string",
+        "data": [
+          "NVDA",
+          "AAPL",
+          "MSFT",
+          "AMZN",
+          "JPM",
+          "XOM"
+        ]
+      },
+      {
+        "id": "col-size",
+        "component": "Col",
+        "label": "Position Size",
+        "type": "number",
+        "data": [
+          15000,
+          25000,
+          12000,
+          8500,
+          18000,
+          22000
+        ]
+      },
+      {
+        "id": "col-entry",
+        "component": "Col",
+        "label": "Entry Price ($)",
+        "type": "number",
+        "data": [
+          118.5,
+          215.2,
+          438.0,
+          178.4,
+          194.1,
+          112.3
+        ]
+      },
+      {
+        "id": "col-curr",
+        "component": "Col",
+        "label": "Current Price ($)",
+        "type": "number",
+        "data": [
+          128.4,
+          224.3,
+          448.2,
+          186.1,
+          208.5,
+          118.9
+        ]
+      },
+      {
+        "id": "col-pnl",
+        "component": "Col",
+        "label": "Unrealized P&L ($)",
+        "type": "number",
+        "data": [
+          148500,
+          227500,
+          122400,
+          65450,
+          259200,
+          145200
+        ]
+      },
+      {
+        "id": "orders-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "orders-header",
+          "orders-table"
+        ]
+      },
+      {
+        "id": "orders-header",
+        "component": "CardHeader",
+        "title": "Working Orders",
+        "subtitle": "Active exchange limit and stop orders"
+      },
+      {
+        "id": "orders-table",
+        "component": "Table",
+        "columns": [
+          "col-ord-id",
+          "col-ord-symbol",
+          "col-ord-side",
+          "col-ord-qty",
+          "col-ord-limit",
+          "col-ord-status"
+        ]
+      },
+      {
+        "id": "col-ord-id",
+        "component": "Col",
+        "label": "Order ID",
+        "type": "string",
+        "data": [
+          "ORD-9801",
+          "ORD-9802",
+          "ORD-9805",
+          "ORD-9810"
+        ]
+      },
+      {
+        "id": "col-ord-symbol",
+        "component": "Col",
+        "label": "Ticker",
+        "type": "string",
+        "data": [
+          "GOOGL",
+          "TSLA",
+          "AMD",
+          "META"
+        ]
+      },
+      {
+        "id": "col-ord-side",
+        "component": "Col",
+        "label": "Side",
+        "type": "string",
+        "data": [
+          "BUY LIMIT",
+          "SELL LIMIT",
+          "BUY LIMIT",
+          "SELL STOP"
+        ]
+      },
+      {
+        "id": "col-ord-qty",
+        "component": "Col",
+        "label": "Quantity",
+        "type": "number",
+        "data": [
+          5000,
+          2000,
+          4000,
+          1500
+        ]
+      },
+      {
+        "id": "col-ord-limit",
+        "component": "Col",
+        "label": "Target Price ($)",
+        "type": "number",
+        "data": [
+          172.5,
+          255.0,
+          152.0,
+          485.0
+        ]
+      },
+      {
+        "id": "col-ord-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Working (60% Filled)",
+          "Working (Pending)",
+          "Working (Pending)",
+          "Trigger Set"
+        ]
+      },
+      {
+        "id": "tab-analytics",
+        "component": "TabItem",
+        "value": "analytics",
+        "trigger": "Risk, Exposure & Strategy Returns",
+        "content": [
+          "analytics-row-1",
+          "analytics-row-2"
+        ]
+      },
+      {
+        "id": "analytics-row-1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "exposure-card",
+          "drawdown-card"
+        ]
+      },
+      {
+        "id": "exposure-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "exposure-head",
+          "exposure-chart"
+        ]
+      },
+      {
+        "id": "exposure-head",
+        "component": "CardHeader",
+        "title": "Exposure by Sector (%)",
+        "subtitle": "Current allocation vs internal limits"
+      },
+      {
+        "id": "exposure-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": [
+          "Technology",
+          "Financials",
+          "Energy",
+          "Healthcare",
+          "Consumer",
+          "Cash / Short Term"
+        ],
+        "values": [
+          38,
+          22,
+          14,
+          12,
+          9,
+          5
+        ]
+      },
+      {
+        "id": "drawdown-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "drawdown-head",
+          "drawdown-chart"
+        ]
+      },
+      {
+        "id": "drawdown-head",
+        "component": "CardHeader",
+        "title": "Historical Drawdown (Past 1 Year)",
+        "subtitle": "Peak-to-trough decline (%)"
+      },
+      {
+        "id": "drawdown-chart",
+        "component": "AreaChart",
+        "xLabel": "Month",
+        "yLabel": "Drawdown %",
+        "labels": [
+          "Oct",
+          "Nov",
+          "Dec",
+          "Jan",
+          "Feb",
+          "Mar",
+          "Apr",
+          "May",
+          "Jun",
+          "Jul",
+          "Aug",
+          "Sep"
+        ],
+        "series": [
+          "dd-series"
+        ]
+      },
+      {
+        "id": "dd-series",
+        "component": "Series",
+        "category": "Portfolio Max DD %",
+        "values": [
+          -1.2,
+          -2.4,
+          -0.5,
+          -4.8,
+          -3.1,
+          -1.0,
+          -6.2,
+          -2.8,
+          -1.5,
+          -0.8,
+          -3.4,
+          -1.1
+        ]
+      },
+      {
+        "id": "analytics-row-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "strat-head",
+          "strat-chart"
+        ]
+      },
+      {
+        "id": "strat-head",
+        "component": "CardHeader",
+        "title": "Strategy YTD Return Performance (%)",
+        "subtitle": "Performance across individual trading sub-strategies"
+      },
+      {
+        "id": "strat-chart",
+        "component": "HorizontalBarChart",
+        "xLabel": "Return (%)",
+        "labels": [
+          "US Tech Long/Short",
+          "Global Macro Systematic",
+          "Statistical Arbitrage",
+          "Energy Momentum",
+          "Event Driven Special Situations"
+        ],
+        "series": [
+          "strat-series"
+        ]
+      },
+      {
+        "id": "strat-series",
+        "component": "Series",
+        "category": "YTD Return %",
+        "values": [
+          24.6,
+          14.2,
+          9.8,
+          18.1,
+          6.4
+        ]
+      },
+      {
+        "id": "tab-market-intel",
+        "component": "TabItem",
+        "value": "intel",
+        "trigger": "Watchlist & Market Intelligence",
+        "content": [
+          "intel-row-1",
+          "intel-row-2"
+        ]
+      },
+      {
+        "id": "intel-row-1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "movers-card",
+          "watchlist-card"
+        ]
+      },
+      {
+        "id": "movers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "movers-head",
+          "gainers-head",
+          "gainers-tags",
+          "losers-head",
+          "losers-tags"
+        ]
+      },
+      {
+        "id": "movers-head",
+        "component": "CardHeader",
+        "title": "Today's Biggest Movers",
+        "subtitle": "Market movers in universe"
+      },
+      {
+        "id": "gainers-head",
+        "component": "TextContent",
+        "text": "Top Gainers",
+        "size": "small-heavy"
+      },
+      {
+        "id": "gainers-tags",
+        "component": "TagBlock",
+        "tags": [
+          "NVDA +5.8%",
+          "AVGO +4.2%",
+          "AMD +3.9%",
+          "LLY +3.1%"
+        ]
+      },
+      {
+        "id": "losers-head",
+        "component": "TextContent",
+        "text": "Top Losers",
+        "size": "small-heavy"
+      },
+      {
+        "id": "losers-tags",
+        "component": "TagBlock",
+        "tags": [
+          "INTC -4.1%",
+          "NKE -3.5%",
+          "TSLA -2.8%",
+          "BA -2.2%"
+        ]
+      },
+      {
+        "id": "watchlist-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "watch-head",
+          "watch-list"
+        ]
+      },
+      {
+        "id": "watch-head",
+        "component": "CardHeader",
+        "title": "Desk Watchlist",
+        "subtitle": "Instruments under active observation"
+      },
+      {
+        "id": "watch-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "w-1",
+          "w-2",
+          "w-3",
+          "w-4"
+        ]
+      },
+      {
+        "id": "w-1",
+        "component": "ListItem",
+        "title": "SPY - S&P 500 ETF",
+        "subtitle": "Price: $568.40 (+0.45%)"
+      },
+      {
+        "id": "w-2",
+        "component": "ListItem",
+        "title": "QQQ - Nasdaq 100 ETF",
+        "subtitle": "Price: $488.10 (+0.82%)"
+      },
+      {
+        "id": "w-3",
+        "component": "ListItem",
+        "title": "TLT - 20+ Yr Treasury Bond",
+        "subtitle": "Price: $94.20 (-0.35%)"
+      },
+      {
+        "id": "w-4",
+        "component": "ListItem",
+        "title": "USO - US Oil Fund",
+        "subtitle": "Price: $76.85 (+1.10%)"
+      },
+      {
+        "id": "intel-row-2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "headlines-card",
+          "econ-card"
+        ]
+      },
+      {
+        "id": "headlines-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "news-head",
+          "news-list"
+        ]
+      },
+      {
+        "id": "news-head",
+        "component": "CardHeader",
+        "title": "Market Headlines & AI Sentiment",
+        "subtitle": "Real-time newsfeed classification"
+      },
+      {
+        "id": "news-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "news-1",
+          "news-2",
+          "news-3"
+        ]
+      },
+      {
+        "id": "news-1",
+        "component": "ListItem",
+        "title": "Fed Officials Signal Potential 25bps Rate Cut Next Month",
+        "subtitle": "Sentiment: Bullish (Score: +0.82)"
+      },
+      {
+        "id": "news-2",
+        "component": "ListItem",
+        "title": "Tech Supply Chain Output Rebounds Strongly In East Asia",
+        "subtitle": "Sentiment: Bullish (Score: +0.65)"
+      },
+      {
+        "id": "news-3",
+        "component": "ListItem",
+        "title": "Middle East Crude Supply Concerns Rise After Tanker Standoff",
+        "subtitle": "Sentiment: Bearish / Volatile (Score: -0.45)"
+      },
+      {
+        "id": "econ-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "econ-head",
+          "econ-list"
+        ]
+      },
+      {
+        "id": "econ-head",
+        "component": "CardHeader",
+        "title": "Economic Releases This Week",
+        "subtitle": "Key macro calendar events"
+      },
+      {
+        "id": "econ-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "e-1",
+          "e-2",
+          "e-3",
+          "e-4"
+        ]
+      },
+      {
+        "id": "e-1",
+        "component": "ListItem",
+        "title": "US CPI YoY (Oct)",
+        "subtitle": "Wed 08:30 EST | Forecast: 2.6% | Prior: 2.4%"
+      },
+      {
+        "id": "e-2",
+        "component": "ListItem",
+        "title": "Initial Jobless Claims",
+        "subtitle": "Thu 08:30 EST | Forecast: 220k | Prior: 221k"
+      },
+      {
+        "id": "e-3",
+        "component": "ListItem",
+        "title": "US PPI MoM",
+        "subtitle": "Thu 08:30 EST | Forecast: 0.2% | Prior: 0.0%"
+      },
+      {
+        "id": "e-4",
+        "component": "ListItem",
+        "title": "Retail Sales MoM",
+        "subtitle": "Fri 08:30 EST | Forecast: 0.3% | Prior: 0.4%"
+      },
+      {
+        "id": "tab-execution",
+        "component": "TabItem",
+        "value": "execution",
+        "trigger": "Order Placement & Desk Rebalance",
+        "content": [
+          "exec-row"
+        ]
+      },
+      {
+        "id": "exec-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "order-entry-card",
+          "rebalance-card"
+        ]
+      },
+      {
+        "id": "order-entry-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "oe-head",
+          "oe-form"
+        ]
+      },
+      {
+        "id": "oe-head",
+        "component": "CardHeader",
+        "title": "Direct Order Ticket",
+        "subtitle": "Execute single-leg market/limit order"
+      },
+      {
+        "id": "oe-form",
+        "component": "Form",
+        "name": "direct_order_form",
+        "fields": [
+          "field-ticker",
+          "field-side",
+          "field-qty"
+        ],
+        "buttons": "oe-buttons"
+      },
+      {
+        "id": "field-ticker",
+        "component": "FormControl",
+        "label": "Instrument Ticker",
+        "hint": "e.g., NVDA, AAPL, SPY",
+        "input": "input-ticker"
+      },
+      {
+        "id": "input-ticker",
+        "component": "Input",
+        "name": "ticker",
+        "placeholder": "Enter Ticker Symbol",
+        "type": "text"
+      },
+      {
+        "id": "field-side",
+        "component": "FormControl",
+        "label": "Order Side",
+        "hint": "Select execution action",
+        "input": "input-side"
+      },
+      {
+        "id": "input-side",
+        "component": "RadioGroup",
+        "name": "side",
+        "defaultValue": "BUY",
+        "items": [
+          "side-buy",
+          "side-sell",
+          "side-short"
+        ]
+      },
+      {
+        "id": "side-buy",
+        "component": "RadioItem",
+        "label": "BUY",
+        "description": "Go Long / Cover",
+        "value": "BUY"
+      },
+      {
+        "id": "side-sell",
+        "component": "RadioItem",
+        "label": "SELL",
+        "description": "Close Long Position",
+        "value": "SELL"
+      },
+      {
+        "id": "side-short",
+        "component": "RadioItem",
+        "label": "SELL SHORT",
+        "description": "Open Short Position",
+        "value": "SELL_SHORT"
+      },
+      {
+        "id": "field-qty",
+        "component": "FormControl",
+        "label": "Order Quantity (Shares)",
+        "hint": "Enter unit count",
+        "input": "input-qty"
+      },
+      {
+        "id": "input-qty",
+        "component": "Input",
+        "name": "quantity",
+        "placeholder": "e.g. 5000",
+        "type": "number"
+      },
+      {
+        "id": "oe-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-order"
+        ]
+      },
+      {
+        "id": "btn-submit-order",
+        "component": "Button",
+        "label": "Transmit Order",
+        "variant": "primary"
+      },
+      {
+        "id": "rebalance-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "reb-head",
+          "reb-details",
+          "reb-slider",
+          "reb-buttons"
+        ]
+      },
+      {
+        "id": "reb-head",
+        "component": "CardHeader",
+        "title": "Automated Rebalance Tool",
+        "subtitle": "Bring portfolio weights back within mandated risk limits"
+      },
+      {
+        "id": "reb-details",
+        "component": "TextCallout",
+        "variant": "warning",
+        "title": "Recommended Action: Trim Tech Exposure",
+        "description": "Executing target rebalance will sell ~3.5% of NVDA & MSFT to reduce Technology sector exposure from 38% back to 34.5% target weight, bringing VaR within safe threshold limits."
+      },
+      {
+        "id": "reb-slider",
+        "component": "Slider",
+        "name": "rebalance_aggression",
+        "label": "Target Exposure Reduction %",
+        "variant": "continuous",
+        "min": 1,
+        "max": 10,
+        "step": 0.5,
+        "defaultValue": [
+          3.5
+        ]
+      },
+      {
+        "id": "reb-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-execute-rebalance"
+        ]
+      },
+      {
+        "id": "btn-execute-rebalance",
+        "component": "Button",
+        "label": "Execute Smart Rebalance Basket",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..f3e17bddf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r3.txt
@@ -0,0 +1,1171 @@
+Here is a comprehensive trading desk workspace incorporating all 17 requested data points and action modules into a clean dashboard interface.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-workspace",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Desk Trading Terminal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-workspace",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-card",
+            "risk-alerts-card",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "timeframe-select-container"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Global Multi-Asset Trading Desk",
+          "subtitle": "Morning Execution & Risk Dashboard | Item 17: Interactive Timeframe Controls"
+        },
+        {
+          "id": "timeframe-select-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "timeframe-label",
+            "timeframe-select"
+          ]
+        },
+        {
+          "id": "timeframe-label",
+          "component": "Label",
+          "text": "Timeframe:"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "value": "1D",
+          "items": [
+            "tf-1d",
+            "tf-1w",
+            "tf-1m",
+            "tf-ytd",
+            "tf-1y"
+          ]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "label": "Intraday (1D)",
+          "value": "1D"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "label": "Weekly (1W)",
+          "value": "1W"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "label": "Monthly (1M)",
+          "value": "1M"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "label": "Year-to-Date (YTD)",
+          "value": "YTD"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "label": "1-Year Rolling (1Y)",
+          "value": "1Y"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "l",
+          "justify": "between",
+          "children": [
+            "kpi-port-val",
+            "kpi-pnl",
+            "kpi-var",
+            "kpi-margin",
+            "kpi-drawdown"
+          ]
+        },
+        {
+          "id": "kpi-port-val",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-port-val",
+            "val-port-val",
+            "tag-port-val"
+          ]
+        },
+        {
+          "id": "lbl-port-val",
+          "component": "Label",
+          "text": "1. Portfolio Value"
+        },
+        {
+          "id": "val-port-val",
+          "component": "Heading",
+          "text": "$42,850,230",
+          "level": "h2"
+        },
+        {
+          "id": "tag-port-val",
+          "component": "Badge",
+          "text": "AUM $50M Cap",
+          "variant": "outline"
+        },
+        {
+          "id": "kpi-pnl",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-pnl",
+            "val-pnl",
+            "tag-pnl"
+          ]
+        },
+        {
+          "id": "lbl-pnl",
+          "component": "Label",
+          "text": "2. P&L Today"
+        },
+        {
+          "id": "val-pnl",
+          "component": "Heading",
+          "text": "+$342,150",
+          "level": "h2"
+        },
+        {
+          "id": "tag-pnl",
+          "component": "Tag",
+          "text": "+0.81%",
+          "variant": "success"
+        },
+        {
+          "id": "kpi-var",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-var",
+            "val-var",
+            "tag-var"
+          ]
+        },
+        {
+          "id": "lbl-var",
+          "component": "Label",
+          "text": "5. Value at Risk (95% 1D)"
+        },
+        {
+          "id": "val-var",
+          "component": "Heading",
+          "text": "$612,400",
+          "level": "h2"
+        },
+        {
+          "id": "tag-var",
+          "component": "Tag",
+          "text": "1.43% of Portfolio",
+          "variant": "neutral"
+        },
+        {
+          "id": "kpi-margin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-margin",
+            "val-margin",
+            "progress-margin"
+          ]
+        },
+        {
+          "id": "lbl-margin",
+          "component": "Label",
+          "text": "9. Margin in Use"
+        },
+        {
+          "id": "val-margin",
+          "component": "Heading",
+          "text": "$14.2M / $20M",
+          "level": "h2"
+        },
+        {
+          "id": "progress-margin",
+          "component": "Progress",
+          "value": 71,
+          "label": "71% Utilized"
+        },
+        {
+          "id": "kpi-drawdown",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "lbl-drawdown",
+            "val-drawdown",
+            "tag-drawdown"
+          ]
+        },
+        {
+          "id": "lbl-drawdown",
+          "component": "Label",
+          "text": "13. Max Drawdown (1Y)"
+        },
+        {
+          "id": "val-drawdown",
+          "component": "Heading",
+          "text": "-4.28%",
+          "level": "h2"
+        },
+        {
+          "id": "tag-drawdown",
+          "component": "Tag",
+          "text": "Peak: Oct 14 ($44.1M)",
+          "variant": "warning"
+        },
+        {
+          "id": "risk-alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "risk-alerts-header",
+            "alert-tech-limit",
+            "alert-gross-exposure"
+          ]
+        },
+        {
+          "id": "risk-alerts-header",
+          "component": "CardHeader",
+          "title": "14. Risk Limits Close to Breach",
+          "subtitle": "Automated desk monitoring and breach warnings"
+        },
+        {
+          "id": "alert-tech-limit",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Technology Sector Concentration Limit Warning",
+          "description": "Tech Net Exposure is at 28.4% against a hard desk cap of 30.0%. Dynamic rebalancing recommended before market open."
+        },
+        {
+          "id": "alert-gross-exposure",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Single-Name Liquidity Limit Near Threshold",
+          "description": "NVDA position represents 8.2% of average daily volume (ADV). Limit threshold is 10.0% ADV."
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-trading",
+            "tab-analytics",
+            "tab-macro"
+          ]
+        },
+        {
+          "id": "tab-trading",
+          "component": "TabItem",
+          "value": "trading",
+          "trigger": "Execution & Portfolio",
+          "content": [
+            "trading-grid"
+          ]
+        },
+        {
+          "id": "trading-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "action-panels-row",
+            "positions-card",
+            "orders-card"
+          ]
+        },
+        {
+          "id": "action-panels-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "order-entry-card",
+            "rebalance-card"
+          ]
+        },
+        {
+          "id": "order-entry-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "order-entry-header",
+            "order-form"
+          ]
+        },
+        {
+          "id": "order-entry-header",
+          "component": "CardHeader",
+          "title": "16. Order Ticket",
+          "subtitle": "Place direct market or limit orders"
+        },
+        {
+          "id": "order-form",
+          "component": "Form",
+          "name": "quick_order",
+          "fields": [
+            "field-ticker",
+            "field-side",
+            "field-qty"
+          ],
+          "buttons": "order-form-buttons"
+        },
+        {
+          "id": "field-ticker",
+          "component": "FormControl",
+          "label": "Ticker Symbol",
+          "input": "input-ticker"
+        },
+        {
+          "id": "input-ticker",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "e.g. AAPL, NVDA, SPY",
+          "type": "text"
+        },
+        {
+          "id": "field-side",
+          "component": "FormControl",
+          "label": "Order Side",
+          "input": "radio-side"
+        },
+        {
+          "id": "radio-side",
+          "component": "RadioGroup",
+          "name": "side",
+          "defaultValue": "BUY",
+          "items": [
+            "side-buy",
+            "side-sell",
+            "side-short"
+          ]
+        },
+        {
+          "id": "side-buy",
+          "component": "RadioItem",
+          "label": "BUY",
+          "value": "BUY",
+          "description": "Long position acquisition"
+        },
+        {
+          "id": "side-sell",
+          "component": "RadioItem",
+          "label": "SELL",
+          "value": "SELL",
+          "description": "Close/reduce long position"
+        },
+        {
+          "id": "side-short",
+          "component": "RadioItem",
+          "label": "SHORT",
+          "value": "SHORT",
+          "description": "Initiate short position"
+        },
+        {
+          "id": "field-qty",
+          "component": "FormControl",
+          "label": "Shares / Quantity",
+          "input": "input-qty"
+        },
+        {
+          "id": "input-qty",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "1000",
+          "type": "number"
+        },
+        {
+          "id": "order-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-order"
+          ]
+        },
+        {
+          "id": "btn-submit-order",
+          "component": "Button",
+          "label": "Submit Order to Router",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "rebalance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "rebalance-header",
+            "rebalance-callout",
+            "rebalance-actions"
+          ]
+        },
+        {
+          "id": "rebalance-header",
+          "component": "CardHeader",
+          "title": "15. Portfolio Rebalance Console",
+          "subtitle": "Align current weightings with target asset allocation"
+        },
+        {
+          "id": "rebalance-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Drift Detected: Tech +3.4%, Energy -2.1%",
+          "description": "Executing target rebalance will generate 4 child orders to bring exposure back within model parameters."
+        },
+        {
+          "id": "rebalance-actions",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": [
+            "btn-rebalance-auto",
+            "btn-rebalance-preview"
+          ]
+        },
+        {
+          "id": "btn-rebalance-auto",
+          "component": "Button",
+          "label": "Execute Auto-Rebalance to Target Model",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-rebalance-preview",
+          "component": "Button",
+          "label": "Preview Trades & Tax Impact",
+          "variant": "secondary"
+        },
+        {
+          "id": "positions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "positions-header",
+            "positions-table"
+          ]
+        },
+        {
+          "id": "positions-header",
+          "component": "CardHeader",
+          "title": "3. Open Positions",
+          "subtitle": "Real-time holdings, entry points, and live mark-to-market pricing"
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": [
+            "col-pos-ticker",
+            "col-pos-size",
+            "col-pos-entry",
+            "col-pos-current",
+            "col-pos-pnl"
+          ]
+        },
+        {
+          "id": "col-pos-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": [
+            "NVDA",
+            "AAPL",
+            "MSFT",
+            "AMZN",
+            "JPM",
+            "XOM"
+          ]
+        },
+        {
+          "id": "col-pos-size",
+          "component": "Col",
+          "label": "Size (Shares)",
+          "type": "number",
+          "data": [
+            25000,
+            45000,
+            30000,
+            18000,
+            35000,
+            50000
+          ]
+        },
+        {
+          "id": "col-pos-entry",
+          "component": "Col",
+          "label": "Entry Price",
+          "type": "number",
+          "data": [
+            118.5,
+            222.1,
+            412.0,
+            178.4,
+            204.3,
+            115.2
+          ]
+        },
+        {
+          "id": "col-pos-current",
+          "component": "Col",
+          "label": "Current Price",
+          "type": "number",
+          "data": [
+            128.4,
+            231.5,
+            428.9,
+            186.2,
+            211.8,
+            112.4
+          ]
+        },
+        {
+          "id": "col-pos-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L",
+          "type": "string",
+          "data": [
+            "+$247,500",
+            "+$423,000",
+            "+$507,000",
+            "+$140,400",
+            "+$262,500",
+            "-$140,000"
+          ]
+        },
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "orders-header",
+            "orders-table"
+          ]
+        },
+        {
+          "id": "orders-header",
+          "component": "CardHeader",
+          "title": "8. Working Orders",
+          "subtitle": "Active algorithmic and limit orders in market"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": [
+            "col-ord-id",
+            "col-ord-ticker",
+            "col-ord-side",
+            "col-ord-qty",
+            "col-ord-type",
+            "col-ord-status"
+          ]
+        },
+        {
+          "id": "col-ord-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": [
+            "ORD-9921",
+            "ORD-9924",
+            "ORD-9930"
+          ]
+        },
+        {
+          "id": "col-ord-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": [
+            "GOOGL",
+            "TSLA",
+            "AMD"
+          ]
+        },
+        {
+          "id": "col-ord-side",
+          "component": "Col",
+          "label": "Side",
+          "type": "string",
+          "data": [
+            "BUY",
+            "SELL SHORT",
+            "BUY"
+          ]
+        },
+        {
+          "id": "col-ord-qty",
+          "component": "Col",
+          "label": "Qty (Filled/Total)",
+          "type": "string",
+          "data": [
+            "4,000 / 10,000",
+            "0 / 5,000",
+            "8,500 / 8,500"
+          ]
+        },
+        {
+          "id": "col-ord-type",
+          "component": "Col",
+          "label": "Type / Algo",
+          "type": "string",
+          "data": [
+            "VWAP Limit $165.00",
+            "Limit $220.00",
+            "TWAP Market-On-Open"
+          ]
+        },
+        {
+          "id": "col-ord-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Working (Partial)",
+            "Pending Trigger",
+            "Filled"
+          ]
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Analytics & Risk Analysis",
+          "content": [
+            "analytics-grid"
+          ]
+        },
+        {
+          "id": "analytics-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "charts-row",
+            "strategy-perf-card"
+          ]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "exposure-card",
+            "movers-card"
+          ]
+        },
+        {
+          "id": "exposure-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "exposure-header",
+            "exposure-chart"
+          ]
+        },
+        {
+          "id": "exposure-header",
+          "component": "CardHeader",
+          "title": "4. Exposure by Sector",
+          "subtitle": "Breakdown of long and short allocation (%)"
+        },
+        {
+          "id": "exposure-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "% of Total Capital",
+          "yLabel": "Sector",
+          "variant": "grouped",
+          "labels": [
+            "Technology",
+            "Financials",
+            "Healthcare",
+            "Consumer Disc",
+            "Energy",
+            "Industrials"
+          ],
+          "series": [
+            "series-exposure-long",
+            "series-exposure-short"
+          ]
+        },
+        {
+          "id": "series-exposure-long",
+          "component": "Series",
+          "category": "Long Exposure (%)",
+          "values": [
+            28.4,
+            18.2,
+            14.5,
+            12.1,
+            6.8,
+            9.2
+          ]
+        },
+        {
+          "id": "series-exposure-short",
+          "component": "Series",
+          "category": "Short Exposure (%)",
+          "values": [
+            -5.2,
+            -3.1,
+            -2.0,
+            -6.4,
+            -8.5,
+            -1.1
+          ]
+        },
+        {
+          "id": "movers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "movers-header",
+            "movers-tables-row"
+          ]
+        },
+        {
+          "id": "movers-header",
+          "component": "CardHeader",
+          "title": "6. Today's Biggest Gainers & Losers",
+          "subtitle": "Top desk market movers across watch universe"
+        },
+        {
+          "id": "movers-tables-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": [
+            "gainers-table",
+            "losers-table"
+          ]
+        },
+        {
+          "id": "gainers-table",
+          "component": "Table",
+          "columns": [
+            "col-gain-ticker",
+            "col-gain-change"
+          ]
+        },
+        {
+          "id": "col-gain-ticker",
+          "component": "Col",
+          "label": "Top Gainers",
+          "type": "string",
+          "data": [
+            "NVDA",
+            "AMD",
+            "PLTR"
+          ]
+        },
+        {
+          "id": "col-gain-change",
+          "component": "Col",
+          "label": "% Chg",
+          "type": "string",
+          "data": [
+            "+8.35%",
+            "+5.12%",
+            "+4.68%"
+          ]
+        },
+        {
+          "id": "losers-table",
+          "component": "Table",
+          "columns": [
+            "col-lose-ticker",
+            "col-lose-change"
+          ]
+        },
+        {
+          "id": "col-lose-ticker",
+          "component": "Col",
+          "label": "Top Losers",
+          "type": "string",
+          "data": [
+            "XOM",
+            "INTC",
+            "NKE"
+          ]
+        },
+        {
+          "id": "col-lose-change",
+          "component": "Col",
+          "label": "% Chg",
+          "type": "string",
+          "data": [
+            "-2.43%",
+            "-3.15%",
+            "-4.02%"
+          ]
+        },
+        {
+          "id": "strategy-perf-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "strat-header",
+            "strat-table"
+          ]
+        },
+        {
+          "id": "strat-header",
+          "component": "CardHeader",
+          "title": "12. Strategy Performance (YTD Return)",
+          "subtitle": "Desk breakdown by quantitative and discretionary sub-books"
+        },
+        {
+          "id": "strat-table",
+          "component": "Table",
+          "columns": [
+            "col-strat-name",
+            "col-strat-allocation",
+            "col-strat-ytd",
+            "col-strat-alpha"
+          ]
+        },
+        {
+          "id": "col-strat-name",
+          "component": "Col",
+          "label": "Strategy Name",
+          "type": "string",
+          "data": [
+            "Tech Equity Long/Short",
+            "Global Macro Systematic",
+            "Index Arbitrage / Delta Neutral",
+            "Energy & Commodities Relative Value"
+          ]
+        },
+        {
+          "id": "col-strat-allocation",
+          "component": "Col",
+          "label": "Allocated Capital",
+          "type": "string",
+          "data": [
+            "$18.0M",
+            "$12.0M",
+            "$8.0M",
+            "$7.0M"
+          ]
+        },
+        {
+          "id": "col-strat-ytd",
+          "component": "Col",
+          "label": "2025 YTD Return",
+          "type": "string",
+          "data": [
+            "+21.4%",
+            "+11.8%",
+            "+4.2%",
+            "-1.5%"
+          ]
+        },
+        {
+          "id": "col-strat-alpha",
+          "component": "Col",
+          "label": "Sharpe Ratio",
+          "type": "number",
+          "data": [
+            2.1,
+            1.65,
+            3.1,
+            -0.4
+          ]
+        },
+        {
+          "id": "tab-macro",
+          "component": "TabItem",
+          "value": "macro",
+          "trigger": "Watchlist & News Feed",
+          "content": [
+            "macro-grid"
+          ]
+        },
+        {
+          "id": "macro-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "macro-top-row",
+            "headlines-card"
+          ]
+        },
+        {
+          "id": "macro-top-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "watchlist-card",
+            "calendar-card"
+          ]
+        },
+        {
+          "id": "watchlist-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "watchlist-header",
+            "watchlist-table"
+          ]
+        },
+        {
+          "id": "watchlist-header",
+          "component": "CardHeader",
+          "title": "7. Watchlist Instruments",
+          "subtitle": "Key benchmarks, FX, and monitored single names"
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": [
+            "col-watch-sym",
+            "col-watch-price",
+            "col-watch-chg"
+          ]
+        },
+        {
+          "id": "col-watch-sym",
+          "component": "Col",
+          "label": "Instrument",
+          "type": "string",
+          "data": [
+            "S&P 500 Futures (ES1!)",
+            "Nasdaq 100 Futures (NQ1!)",
+            "US 10Y Yield (US10Y)",
+            "EUR/USD",
+            "Crude Oil (CL1!)",
+            "Gold (XAU/USD)"
+          ]
+        },
+        {
+          "id": "col-watch-price",
+          "component": "Col",
+          "label": "Last Price",
+          "type": "string",
+          "data": [
+            "5,892.25",
+            "20,410.50",
+            "4.22%",
+            "1.0845",
+            "$71.30",
+            "$2,685.10"
+          ]
+        },
+        {
+          "id": "col-watch-chg",
+          "component": "Col",
+          "label": "Day Change",
+          "type": "string",
+          "data": [
+            "+0.45%",
+            "+0.82%",
+            "-3 bps",
+            "+0.12%",
+            "-1.85%",
+            "+0.30%"
+          ]
+        },
+        {
+          "id": "calendar-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "calendar-header",
+            "calendar-table"
+          ]
+        },
+        {
+          "id": "calendar-header",
+          "component": "CardHeader",
+          "title": "11. Economic Releases This Week",
+          "subtitle": "Macro catalyst calendar and consensus estimates"
+        },
+        {
+          "id": "calendar-table",
+          "component": "Table",
+          "columns": [
+            "col-cal-day",
+            "col-cal-event",
+            "col-cal-forecast",
+            "col-cal-prior"
+          ]
+        },
+        {
+          "id": "col-cal-day",
+          "component": "Col",
+          "label": "Date / Time",
+          "type": "string",
+          "data": [
+            "Wed 08:30 EST",
+            "Thu 08:30 EST",
+            "Thu 10:00 EST",
+            "Fri 08:30 EST"
+          ]
+        },
+        {
+          "id": "col-cal-event",
+          "component": "Col",
+          "label": "Release Event",
+          "type": "string",
+          "data": [
+            "US Core CPI (MoM)",
+            "Initial Jobless Claims",
+            "Existing Home Sales",
+            "Non-Farm Payrolls"
+          ]
+        },
+        {
+          "id": "col-cal-forecast",
+          "component": "Col",
+          "label": "Consensus",
+          "type": "string",
+          "data": [
+            "0.3%",
+            "222K",
+            "3.98M",
+            "175K"
+          ]
+        },
+        {
+          "id": "col-cal-prior",
+          "component": "Col",
+          "label": "Prior",
+          "type": "string",
+          "data": [
+            "0.3%",
+            "225K",
+            "3.96M",
+            "142K"
+          ]
+        },
+        {
+          "id": "headlines-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "headlines-header",
+            "headline-1",
+            "headline-2",
+            "headline-3"
+          ]
+        },
+        {
+          "id": "headlines-header",
+          "component": "CardHeader",
+          "title": "10. Market Headlines & AI Sentiment Analysis",
+          "subtitle": "Real-time news wire with NLP sentiment scores"
+        },
+        {
+          "id": "headline-1",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "[BULLISH +0.82] Tech Sector Rallies on Strong Cloud Infrastructure Guidance",
+          "description": "Major Semiconductor and Enterprise Software providers report robust AI chip demand, pushing tech futures higher before market open."
+        },
+        {
+          "id": "headline-2",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "[NEUTRAL -0.05] Federal Reserve Officials Signal Cautious Rate Cut Pace",
+          "description": "FOMC speakers stress data dependency ahead of upcoming inflation readings, leaving Treasury yields rangebound."
+        },
+        {
+          "id": "headline-3",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "[BEARISH -0.64] Crude Oil Slumps as OPEC+ Reassesses Production Quotas",
+          "description": "WTI crude futures test monthly lows following reports of potential supply increases in Q4."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..94b0c812a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-fund__r4.txt
@@ -0,0 +1,1102 @@
+Here is a morning workspace interface for the trading desk, incorporating all 17 required items including real-time portfolio statistics, risk metrics, market news, economic events, and order execution tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-workspace",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-workspace",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "risk-alerts-section",
+            "kpi-summary-cards",
+            "workspace-tabs"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Global Multi-Asset Trading Desk",
+          "subtitle": "Morning Workspace & Execution Management System"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "timeframe-select-control",
+            "rebalance-btn-header"
+          ]
+        },
+        {
+          "id": "timeframe-select-control",
+          "component": "FormControl",
+          "label": "Timeframe",
+          "input": "timeframe-select"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "value": "1d",
+          "items": [
+            "tf-1d",
+            "tf-1w",
+            "tf-1m",
+            "tf-ytd",
+            "tf-1y"
+          ]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "value": "1d",
+          "label": "Intraday (1D)"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "value": "1w",
+          "label": "1 Week (1W)"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "value": "1m",
+          "label": "1 Month (1M)"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "value": "ytd",
+          "label": "Year-to-Date (YTD)"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "value": "1y",
+          "label": "1 Year (1Y)"
+        },
+        {
+          "id": "rebalance-btn-header",
+          "component": "Button",
+          "label": "Rebalance Portfolio",
+          "variant": "secondary"
+        },
+        {
+          "id": "risk-alerts-section",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Risk Limit Breach Warning (Item 14)",
+          "description": "Tech Sector Concentration at 38.2% (Soft Limit: 35.0%). Net Delta Value at Risk (VaR 95%) is approaching daily threshold at 87.5% capacity."
+        },
+        {
+          "id": "kpi-summary-cards",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-port-val",
+            "card-pnl",
+            "card-var",
+            "card-margin"
+          ]
+        },
+        {
+          "id": "card-port-val",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "port-val-label",
+            "port-val-amount"
+          ]
+        },
+        {
+          "id": "port-val-label",
+          "component": "Label",
+          "text": "1. Portfolio Value"
+        },
+        {
+          "id": "port-val-amount",
+          "component": "Heading",
+          "text": "$42,850,230.00",
+          "level": "h2"
+        },
+        {
+          "id": "card-pnl",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "pnl-label",
+            "pnl-amount"
+          ]
+        },
+        {
+          "id": "pnl-label",
+          "component": "Label",
+          "text": "2. P&L Today"
+        },
+        {
+          "id": "pnl-amount",
+          "component": "Heading",
+          "text": "+$342,150.00 (+0.81%)",
+          "level": "h2"
+        },
+        {
+          "id": "card-var",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "var-label",
+            "var-amount"
+          ]
+        },
+        {
+          "id": "var-label",
+          "component": "Label",
+          "text": "5. Value at Risk (95% 1D)"
+        },
+        {
+          "id": "var-amount",
+          "component": "Heading",
+          "text": "$525,000.00 (1.22%)",
+          "level": "h2"
+        },
+        {
+          "id": "card-margin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "margin-label",
+            "margin-amount"
+          ]
+        },
+        {
+          "id": "margin-label",
+          "component": "Label",
+          "text": "9. Margin in Use"
+        },
+        {
+          "id": "margin-amount",
+          "component": "Heading",
+          "text": "$14,230,000.00 (33.2%)",
+          "level": "h2"
+        },
+        {
+          "id": "workspace-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-positions-orders",
+            "tab-analytics-risk",
+            "tab-market-intel",
+            "tab-execution"
+          ]
+        },
+        {
+          "id": "tab-positions-orders",
+          "component": "TabItem",
+          "value": "pos-orders",
+          "trigger": "Positions & Orders",
+          "content": [
+            "pos-orders-container"
+          ]
+        },
+        {
+          "id": "pos-orders-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "positions-card",
+            "working-orders-card"
+          ]
+        },
+        {
+          "id": "positions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "positions-header",
+            "positions-table"
+          ]
+        },
+        {
+          "id": "positions-header",
+          "component": "CardHeader",
+          "title": "3. Open Positions",
+          "subtitle": "Real-time holdings, entry points, and market values"
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": [
+            "col-ticker",
+            "col-size",
+            "col-entry",
+            "col-current",
+            "col-pnl"
+          ]
+        },
+        {
+          "id": "col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": [
+            "NVDA",
+            "AAPL",
+            "MSFT",
+            "AMZN",
+            "JPM",
+            "TSLA"
+          ]
+        },
+        {
+          "id": "col-size",
+          "component": "Col",
+          "label": "Size (Shares)",
+          "type": "number",
+          "data": [
+            15000,
+            25000,
+            12000,
+            18000,
+            30000,
+            10000
+          ]
+        },
+        {
+          "id": "col-entry",
+          "component": "Col",
+          "label": "Entry Price",
+          "type": "number",
+          "data": [
+            118.5,
+            222.1,
+            440.25,
+            182.4,
+            202.1,
+            245.8
+          ]
+        },
+        {
+          "id": "col-current",
+          "component": "Col",
+          "label": "Current Price",
+          "type": "number",
+          "data": [
+            128.4,
+            228.5,
+            448.9,
+            186.3,
+            199.5,
+            238.2
+          ]
+        },
+        {
+          "id": "col-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L",
+          "type": "string",
+          "data": [
+            "+$148,500",
+            "+$160,000",
+            "+$103,800",
+            "+$70,200",
+            "-$78,000",
+            "-$76,000"
+          ]
+        },
+        {
+          "id": "working-orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "orders-header",
+            "orders-table"
+          ]
+        },
+        {
+          "id": "orders-header",
+          "component": "CardHeader",
+          "title": "8. Working Orders",
+          "subtitle": "Active limit and stop orders resting in market"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": [
+            "col-ord-id",
+            "col-ord-ticker",
+            "col-ord-side",
+            "col-ord-type",
+            "col-ord-qty",
+            "col-ord-price",
+            "col-ord-status"
+          ]
+        },
+        {
+          "id": "col-ord-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": [
+            "ORD-9921",
+            "ORD-9924",
+            "ORD-9930"
+          ]
+        },
+        {
+          "id": "col-ord-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "type": "string",
+          "data": [
+            "GOOGL",
+            "AMD",
+            "SPY"
+          ]
+        },
+        {
+          "id": "col-ord-side",
+          "component": "Col",
+          "label": "Side",
+          "type": "string",
+          "data": [
+            "BUY",
+            "SELL",
+            "BUY"
+          ]
+        },
+        {
+          "id": "col-ord-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "LIMIT",
+            "LIMIT",
+            "STOP"
+          ]
+        },
+        {
+          "id": "col-ord-qty",
+          "component": "Col",
+          "label": "Quantity",
+          "type": "number",
+          "data": [
+            5000,
+            8000,
+            2000
+          ]
+        },
+        {
+          "id": "col-ord-price",
+          "component": "Col",
+          "label": "Limit/Stop Price",
+          "type": "number",
+          "data": [
+            174.5,
+            162.0,
+            550.0
+          ]
+        },
+        {
+          "id": "col-ord-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "WORKING (PARTIAL)",
+            "WORKING",
+            "PENDING TRIGGER"
+          ]
+        },
+        {
+          "id": "tab-analytics-risk",
+          "component": "TabItem",
+          "value": "analytics-risk",
+          "trigger": "Risk & Analytics",
+          "content": [
+            "analytics-container"
+          ]
+        },
+        {
+          "id": "analytics-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "analytics-row-1",
+            "analytics-row-2"
+          ]
+        },
+        {
+          "id": "analytics-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "sector-chart-card",
+            "strategy-perf-card"
+          ]
+        },
+        {
+          "id": "sector-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "sector-header",
+            "sector-chart"
+          ]
+        },
+        {
+          "id": "sector-header",
+          "component": "CardHeader",
+          "title": "4. Exposure by Sector",
+          "subtitle": "% Allocation across portfolio"
+        },
+        {
+          "id": "sector-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Technology",
+            "Financials",
+            "Consumer Disc",
+            "Healthcare",
+            "Energy",
+            "Cash"
+          ],
+          "values": [
+            38.2,
+            18.5,
+            14.3,
+            12.0,
+            9.0,
+            8.0
+          ]
+        },
+        {
+          "id": "strategy-perf-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "strategy-header",
+            "strategy-chart"
+          ]
+        },
+        {
+          "id": "strategy-header",
+          "component": "CardHeader",
+          "title": "12. Strategy Return This Year (YTD)",
+          "subtitle": "% Return by individual sub-strategy"
+        },
+        {
+          "id": "strategy-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Return %",
+          "labels": [
+            "Tech Momentum",
+            "Stat-Arb Neutral",
+            "Global Macro",
+            "Event Driven",
+            "Credit Value"
+          ],
+          "series": [
+            "strategy-series-data"
+          ]
+        },
+        {
+          "id": "strategy-series-data",
+          "component": "Series",
+          "category": "YTD Return %",
+          "values": [
+            24.8,
+            11.2,
+            8.5,
+            4.1,
+            -1.8
+          ]
+        },
+        {
+          "id": "analytics-row-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "drawdown-header",
+            "drawdown-chart"
+          ]
+        },
+        {
+          "id": "drawdown-header",
+          "component": "CardHeader",
+          "title": "13. Portfolio Drawdown Over Past Year",
+          "subtitle": "Historical peak-to-trough decline (%)"
+        },
+        {
+          "id": "drawdown-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Timeline (12 Months)",
+          "yLabel": "Drawdown %",
+          "labels": [
+            "Oct",
+            "Nov",
+            "Dec",
+            "Jan",
+            "Feb",
+            "Mar",
+            "Apr",
+            "May",
+            "Jun",
+            "Jul",
+            "Aug",
+            "Sep"
+          ],
+          "series": [
+            "drawdown-series-data"
+          ]
+        },
+        {
+          "id": "drawdown-series-data",
+          "component": "Series",
+          "category": "Max Drawdown %",
+          "values": [
+            0,
+            -1.2,
+            -0.5,
+            -3.8,
+            -2.1,
+            -5.4,
+            -4.2,
+            -1.8,
+            -0.8,
+            -2.5,
+            -1.1,
+            -0.4
+          ]
+        },
+        {
+          "id": "tab-market-intel",
+          "component": "TabItem",
+          "value": "market-intel",
+          "trigger": "Market Intelligence & Watchlist",
+          "content": [
+            "intel-container"
+          ]
+        },
+        {
+          "id": "intel-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "intel-row-1",
+            "intel-row-2"
+          ]
+        },
+        {
+          "id": "intel-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "movers-card",
+            "watchlist-card"
+          ]
+        },
+        {
+          "id": "movers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "movers-header",
+            "movers-list"
+          ]
+        },
+        {
+          "id": "movers-header",
+          "component": "CardHeader",
+          "title": "6. Today's Biggest Gainers & Losers",
+          "subtitle": "Top movers in coverage universe"
+        },
+        {
+          "id": "movers-list",
+          "component": "ListBlock",
+          "items": [
+            "mover-1",
+            "mover-2",
+            "mover-3",
+            "mover-4"
+          ]
+        },
+        {
+          "id": "mover-1",
+          "component": "ListItem",
+          "title": "NVDA (+4.82%)",
+          "subtitle": "Gainer • Strong AI chip demand report"
+        },
+        {
+          "id": "mover-2",
+          "component": "ListItem",
+          "title": "AMD (+3.15%)",
+          "subtitle": "Gainer • Tech rally spillover"
+        },
+        {
+          "id": "mover-3",
+          "component": "ListItem",
+          "title": "TSLA (-3.09%)",
+          "subtitle": "Loser • Margin pressure concerns"
+        },
+        {
+          "id": "mover-4",
+          "component": "ListItem",
+          "title": "JPM (-1.29%)",
+          "subtitle": "Loser • Rate cut expectations yield compression"
+        },
+        {
+          "id": "watchlist-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "watchlist-header",
+            "watchlist-table"
+          ]
+        },
+        {
+          "id": "watchlist-header",
+          "component": "CardHeader",
+          "title": "7. Instruments Being Watched",
+          "subtitle": "Key assets & benchmark prices"
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": [
+            "col-wl-symbol",
+            "col-wl-price",
+            "col-wl-change"
+          ]
+        },
+        {
+          "id": "col-wl-symbol",
+          "component": "Col",
+          "label": "Instrument",
+          "type": "string",
+          "data": [
+            "SPY (S&P 500 ETF)",
+            "QQQ (Nasdaq ETF)",
+            "US10Y (10Yr Yield)",
+            "BTC/USD (Bitcoin)",
+            "DXY (Dollar Index)"
+          ]
+        },
+        {
+          "id": "col-wl-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "number",
+          "data": [
+            554.2,
+            482.1,
+            3.85,
+            64250.0,
+            100.85
+          ]
+        },
+        {
+          "id": "col-wl-change",
+          "component": "Col",
+          "label": "Chg %",
+          "type": "string",
+          "data": [
+            "+0.45%",
+            "+0.88%",
+            "-0.04%",
+            "+2.10%",
+            "-0.15%"
+          ]
+        },
+        {
+          "id": "intel-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "headlines-card",
+            "econ-card"
+          ]
+        },
+        {
+          "id": "headlines-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "headlines-header",
+            "headlines-list"
+          ]
+        },
+        {
+          "id": "headlines-header",
+          "component": "CardHeader",
+          "title": "10. Market Headlines & Sentiment",
+          "subtitle": "Real-time news wire feed"
+        },
+        {
+          "id": "headlines-list",
+          "component": "ListBlock",
+          "items": [
+            "news-1",
+            "news-2",
+            "news-3"
+          ]
+        },
+        {
+          "id": "news-1",
+          "component": "ListItem",
+          "title": "Fed Officials Hint at 50bps Rate Cut as Inflation Cools",
+          "subtitle": "Sentiment: BULLISH • 12 mins ago"
+        },
+        {
+          "id": "news-2",
+          "component": "ListItem",
+          "title": "Semiconductor Exports Spike 14% MoM on Enterprise AI Demand",
+          "subtitle": "Sentiment: BULLISH • 35 mins ago"
+        },
+        {
+          "id": "news-3",
+          "component": "ListItem",
+          "title": "Crude Oil Drops Below $70 Amid Demand Growth Concerns",
+          "subtitle": "Sentiment: BEARISH • 1 hr ago"
+        },
+        {
+          "id": "econ-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "econ-header",
+            "econ-table"
+          ]
+        },
+        {
+          "id": "econ-header",
+          "component": "CardHeader",
+          "title": "11. Economic Releases This Week",
+          "subtitle": "Macro calendar & consensus estimates"
+        },
+        {
+          "id": "econ-table",
+          "component": "Table",
+          "columns": [
+            "col-ec-date",
+            "col-ec-event",
+            "col-ec-cons",
+            "col-ec-prior"
+          ]
+        },
+        {
+          "id": "col-ec-date",
+          "component": "Col",
+          "label": "Date / Time",
+          "type": "string",
+          "data": [
+            "Wed 08:30",
+            "Thu 08:30",
+            "Thu 10:00",
+            "Fri 08:30"
+          ]
+        },
+        {
+          "id": "col-ec-event",
+          "component": "Col",
+          "label": "Event",
+          "type": "string",
+          "data": [
+            "Core CPI MoM",
+            "Initial Jobless Claims",
+            "ISM Services PMI",
+            "Non-Farm Payrolls"
+          ]
+        },
+        {
+          "id": "col-ec-cons",
+          "component": "Col",
+          "label": "Consensus",
+          "type": "string",
+          "data": [
+            "0.2%",
+            "225K",
+            "51.5",
+            "165K"
+          ]
+        },
+        {
+          "id": "col-ec-prior",
+          "component": "Col",
+          "label": "Prior",
+          "type": "string",
+          "data": [
+            "0.3%",
+            "231K",
+            "51.4",
+            "114K"
+          ]
+        },
+        {
+          "id": "tab-execution",
+          "component": "TabItem",
+          "value": "execution",
+          "trigger": "Order Execution & Rebalance",
+          "content": [
+            "exec-container"
+          ]
+        },
+        {
+          "id": "exec-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "order-entry-card",
+            "rebalance-card"
+          ]
+        },
+        {
+          "id": "order-entry-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "order-entry-header",
+            "order-entry-form"
+          ]
+        },
+        {
+          "id": "order-entry-header",
+          "component": "CardHeader",
+          "title": "16. Place an Order",
+          "subtitle": "Direct order routing entry form"
+        },
+        {
+          "id": "order-entry-form",
+          "component": "Form",
+          "name": "place-order-form",
+          "fields": [
+            "fc-ticker",
+            "fc-side",
+            "fc-quantity"
+          ],
+          "buttons": "order-form-buttons"
+        },
+        {
+          "id": "fc-ticker",
+          "component": "FormControl",
+          "label": "Ticker Symbol",
+          "input": "input-ticker",
+          "hint": "Enter stock or ETF ticker (e.g. AAPL, NVDA)"
+        },
+        {
+          "id": "input-ticker",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "e.g. NVDA",
+          "type": "text"
+        },
+        {
+          "id": "fc-side",
+          "component": "FormControl",
+          "label": "Order Side",
+          "input": "radio-side"
+        },
+        {
+          "id": "radio-side",
+          "component": "RadioGroup",
+          "name": "side",
+          "defaultValue": "BUY",
+          "items": [
+            "radio-buy",
+            "radio-sell"
+          ]
+        },
+        {
+          "id": "radio-buy",
+          "component": "RadioItem",
+          "value": "BUY",
+          "label": "BUY / LONG",
+          "description": "Acquire position"
+        },
+        {
+          "id": "radio-sell",
+          "component": "RadioItem",
+          "value": "SELL",
+          "label": "SELL / SHORT",
+          "description": "Reduce or short position"
+        },
+        {
+          "id": "fc-quantity",
+          "component": "FormControl",
+          "label": "Quantity (Shares)",
+          "input": "input-quantity",
+          "hint": "Number of shares/units to execute"
+        },
+        {
+          "id": "input-quantity",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "1000",
+          "type": "number"
+        },
+        {
+          "id": "order-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-order-btn"
+          ]
+        },
+        {
+          "id": "submit-order-btn",
+          "component": "Button",
+          "label": "Submit Order to Desk",
+          "variant": "primary"
+        },
+        {
+          "id": "rebalance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "rebalance-header",
+            "rebalance-body"
+          ]
+        },
+        {
+          "id": "rebalance-header",
+          "component": "CardHeader",
+          "title": "15. Portfolio Rebalancing",
+          "subtitle": "Automated target model alignment"
+        },
+        {
+          "id": "rebalance-body",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "rebalance-text",
+            "rebalance-slider-control",
+            "rebalance-action-btn"
+          ]
+        },
+        {
+          "id": "rebalance-text",
+          "component": "TextContent",
+          "text": "Current portfolio drift is **+3.2%** from benchmark target weights, largely driven by Tech outperformance. Rebalancing will generate target trades to bring sector weights back within standard risk bands."
+        },
+        {
+          "id": "rebalance-slider-control",
+          "component": "FormControl",
+          "label": "Target Drift Tolerance Threshold (%)",
+          "input": "rebalance-slider"
+        },
+        {
+          "id": "rebalance-slider",
+          "component": "Slider",
+          "name": "driftThreshold",
+          "variant": "discrete",
+          "min": 1,
+          "max": 5,
+          "step": 0.5,
+          "defaultValue": [
+            2
+          ]
+        },
+        {
+          "id": "rebalance-action-btn",
+          "component": "Button",
+          "label": "Generate & Execute Rebalance Orders",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..d21c600f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r1.txt
@@ -0,0 +1,1146 @@
+Here is the complete live-operations dashboard screen for your game studio, covering all 16 metrics, controls, and workflows.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "live-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "LiveOps Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "live-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-callout",
+            "kpi-section-header",
+            "kpi-cards-grid",
+            "analytics-section-header",
+            "analytics-tabs",
+            "economy-section-header",
+            "economy-card",
+            "infra-section-header",
+            "infra-region-card",
+            "events-section-header",
+            "events-tabs",
+            "moderation-section-header",
+            "moderation-accordion",
+            "actions-section-header",
+            "action-center-card"
+          ]
+        },
+        {
+          "id": "header-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Live-Ops Room Command Center",
+          "description": "Real-time game monitoring, server region focus controls, economy health, moderation queues, active experiments, and hotfix deployment tools."
+        },
+        {
+          "id": "kpi-section-header",
+          "component": "Heading",
+          "text": "1. Live Player & Revenue Metrics",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-cards-grid",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-ccu",
+            "kpi-dau-mau",
+            "kpi-rev-today",
+            "kpi-arpu"
+          ]
+        },
+        {
+          "id": "kpi-ccu",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "ccu-header",
+            "ccu-value",
+            "ccu-progress",
+            "ccu-badge"
+          ]
+        },
+        {
+          "id": "ccu-header",
+          "component": "CardHeader",
+          "title": "Concurrent Players (CCU)",
+          "subtitle": "Players Online Right Now"
+        },
+        {
+          "id": "ccu-value",
+          "component": "Heading",
+          "text": "142,850",
+          "level": "h1"
+        },
+        {
+          "id": "ccu-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "84% of Peak Capacity (170,000)"
+        },
+        {
+          "id": "ccu-badge",
+          "component": "Badge",
+          "text": "+12.4% vs same time last week",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-dau-mau",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "daumau-header",
+            "dau-text",
+            "mau-text",
+            "daumau-ratio"
+          ]
+        },
+        {
+          "id": "daumau-header",
+          "component": "CardHeader",
+          "title": "Active Players",
+          "subtitle": "DAU & MAU Tracking"
+        },
+        {
+          "id": "dau-text",
+          "component": "TextContent",
+          "text": "**Daily Active (DAU):** 1,240,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "mau-text",
+          "component": "TextContent",
+          "text": "**Monthly Active (MAU):** 8,950,000",
+          "size": "default"
+        },
+        {
+          "id": "daumau-ratio",
+          "component": "Badge",
+          "text": "DAU/MAU Stickiness Ratio: 13.8%",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-rev-today",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "rev-header",
+            "rev-value",
+            "rev-breakdown"
+          ]
+        },
+        {
+          "id": "rev-header",
+          "component": "CardHeader",
+          "title": "Revenue Today",
+          "subtitle": "Gross IAP + Battle Pass Sales"
+        },
+        {
+          "id": "rev-value",
+          "component": "Heading",
+          "text": "$184,320.00",
+          "level": "h1"
+        },
+        {
+          "id": "rev-breakdown",
+          "component": "TextContent",
+          "text": "🎯 **Pacing:** 108% of daily target ($170,000)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-arpu",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "arpu-header",
+            "arpu-value",
+            "arppu-value"
+          ]
+        },
+        {
+          "id": "arpu-header",
+          "component": "CardHeader",
+          "title": "Revenue Per User",
+          "subtitle": "ARPU & ARPPU"
+        },
+        {
+          "id": "arpu-value",
+          "component": "TextContent",
+          "text": "**ARPU:** $0.148",
+          "size": "large-heavy"
+        },
+        {
+          "id": "arppu-value",
+          "component": "TextContent",
+          "text": "**ARPPU (Paying Users):** $18.65",
+          "size": "default"
+        },
+        {
+          "id": "analytics-section-header",
+          "component": "Heading",
+          "text": "2. Session Duration, Store Sales & Experiments",
+          "level": "h2"
+        },
+        {
+          "id": "analytics-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-session-length",
+            "tab-store-sales",
+            "tab-experiments"
+          ]
+        },
+        {
+          "id": "tab-session-length",
+          "component": "TabItem",
+          "value": "session-length",
+          "trigger": "Session Length (Past 2 Weeks)",
+          "content": [
+            "session-chart-card"
+          ]
+        },
+        {
+          "id": "session-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "session-chart-header",
+            "session-line-chart"
+          ]
+        },
+        {
+          "id": "session-chart-header",
+          "component": "CardHeader",
+          "title": "Average Session Duration (Minutes)",
+          "subtitle": "Daily trend over the past 14 days across all platforms"
+        },
+        {
+          "id": "session-line-chart",
+          "component": "LineChart",
+          "labels": [
+            "Day 1",
+            "Day 2",
+            "Day 3",
+            "Day 4",
+            "Day 5",
+            "Day 6",
+            "Day 7",
+            "Day 8",
+            "Day 9",
+            "Day 10",
+            "Day 11",
+            "Day 12",
+            "Day 13",
+            "Day 14"
+          ],
+          "series": [
+            "series-session-avg"
+          ],
+          "variant": "natural",
+          "xLabel": "Past 14 Days",
+          "yLabel": "Minutes Per Session"
+        },
+        {
+          "id": "series-session-avg",
+          "component": "Series",
+          "category": "Avg Session Length",
+          "values": [
+            24.2,
+            25.1,
+            23.8,
+            26.5,
+            29.0,
+            34.2,
+            33.8,
+            25.0,
+            24.9,
+            26.1,
+            28.4,
+            31.2,
+            35.6,
+            34.1
+          ]
+        },
+        {
+          "id": "tab-store-sales",
+          "component": "TabItem",
+          "value": "store-sales",
+          "trigger": "Best-Selling Store Items",
+          "content": [
+            "store-sales-card"
+          ]
+        },
+        {
+          "id": "store-sales-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "store-sales-header",
+            "store-table"
+          ]
+        },
+        {
+          "id": "store-sales-header",
+          "component": "CardHeader",
+          "title": "Top Performing In-Game Items (Today)",
+          "subtitle": "Units sold and total gross revenue by SKU"
+        },
+        {
+          "id": "store-table",
+          "component": "Table",
+          "columns": [
+            "col-item-name",
+            "col-item-category",
+            "col-units-sold",
+            "col-revenue-generated"
+          ]
+        },
+        {
+          "id": "col-item-name",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": [
+            "Cyber Dragon Skin",
+            "Season 6 Battle Pass",
+            "1,200 Gem Pouch",
+            "Void Reaper Scythe",
+            "EXP Booster 24h"
+          ]
+        },
+        {
+          "id": "col-item-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Cosmetic",
+            "Pass",
+            "Currency",
+            "Cosmetic",
+            "Consumable"
+          ]
+        },
+        {
+          "id": "col-units-sold",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [
+            14250,
+            12100,
+            9840,
+            6320,
+            5100
+          ]
+        },
+        {
+          "id": "col-revenue-generated",
+          "component": "Col",
+          "label": "Gross Rev ($)",
+          "type": "number",
+          "data": [
+            71250,
+            121000,
+            49200,
+            31600,
+            10200
+          ]
+        },
+        {
+          "id": "tab-experiments",
+          "component": "TabItem",
+          "value": "experiments",
+          "trigger": "Running A/B Experiments (2)",
+          "content": [
+            "experiments-card"
+          ]
+        },
+        {
+          "id": "experiments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "exp1-header",
+            "exp1-content",
+            "exp-sep",
+            "exp2-header",
+            "exp2-content"
+          ]
+        },
+        {
+          "id": "exp1-header",
+          "component": "CardHeader",
+          "title": "Experiment 1: EXP-204 — Dynamic Onboarding Tutorial flow",
+          "subtitle": "Target: New player conversion & 7-day retention | Sample: 50% Control / 50% Variant B"
+        },
+        {
+          "id": "exp1-content",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Variant B Leading +14.2% Day-1 Retention",
+          "description": "Control (Classic Tutorial): 42.1% D1 retention, 8.2% FTUE conversion. Variant B (Interactive Battle): 56.3% D1 retention, 12.4% FTUE conversion (p < 0.001)."
+        },
+        {
+          "id": "exp-sep",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "exp2-header",
+          "component": "CardHeader",
+          "title": "Experiment 2: EXP-209 — Discounted Starter Bundle Anchor Price",
+          "subtitle": "Target: First-time payer conversion | Sample: 33% $1.99 / 33% $2.99 / 34% $4.99"
+        },
+        {
+          "id": "exp2-content",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "$2.99 Price Point Yields Highest Overall ARPPU",
+          "description": "$1.99 option achieved higher volume (+22% buyer count) but $2.99 tier maximized gross revenue (+18.5% total LTV contribution)."
+        },
+        {
+          "id": "economy-section-header",
+          "component": "Heading",
+          "text": "3. In-Game Economy & Currency Inflation",
+          "level": "h2"
+        },
+        {
+          "id": "economy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "econ-header",
+            "econ-chart-wrapper",
+            "econ-callout"
+          ]
+        },
+        {
+          "id": "econ-header",
+          "component": "CardHeader",
+          "title": "Gold Currency Vault & Faucet vs. Sink Balance",
+          "subtitle": "7-day trend of net inflation index (Target: < 2.5% weekly net growth)"
+        },
+        {
+          "id": "econ-chart-wrapper",
+          "component": "BarChart",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "series": [
+            "series-faucets",
+            "series-sinks"
+          ],
+          "variant": "grouped",
+          "xLabel": "Day of Week",
+          "yLabel": "Gold Volume (Millions)"
+        },
+        {
+          "id": "series-faucets",
+          "component": "Series",
+          "category": "Faucet (Gold Created)",
+          "values": [
+            450,
+            462,
+            480,
+            475,
+            590,
+            680,
+            640
+          ]
+        },
+        {
+          "id": "series-sinks",
+          "component": "Series",
+          "category": "Sink (Gold Burned)",
+          "values": [
+            420,
+            440,
+            465,
+            460,
+            550,
+            620,
+            610
+          ]
+        },
+        {
+          "id": "econ-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Current Inflation Rate: +3.2% Weekly",
+          "description": "Gold minting spiked on Saturday due to the double-EXP weekend event. Recommend adjusting repair costs or adding cosmetic gold sinks in the upcoming patch."
+        },
+        {
+          "id": "infra-section-header",
+          "component": "Heading",
+          "text": "4. Server Infrastructure, Regional Focus & Crash Rates",
+          "level": "h2"
+        },
+        {
+          "id": "infra-region-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "infra-header",
+            "focus-region-form",
+            "region-table",
+            "crash-header",
+            "crash-table"
+          ]
+        },
+        {
+          "id": "infra-header",
+          "component": "CardHeader",
+          "title": "Regional Server Health & Crash Rates",
+          "subtitle": "Select a region to focus telemetry and inspection filters"
+        },
+        {
+          "id": "focus-region-form",
+          "component": "Form",
+          "name": "region_focus_form",
+          "buttons": "region-focus-buttons",
+          "fields": [
+            "field-region-select"
+          ]
+        },
+        {
+          "id": "field-region-select",
+          "component": "FormControl",
+          "label": "15. Select Region Focus",
+          "hint": "Filtering command center scope to chosen geographic cluster",
+          "input": "select-region"
+        },
+        {
+          "id": "select-region",
+          "component": "Select",
+          "name": "active_region_focus",
+          "placeholder": "All Regions (Global)",
+          "value": "global",
+          "items": [
+            "item-reg-global",
+            "item-reg-us-east",
+            "item-reg-us-west",
+            "item-reg-eu-central",
+            "item-reg-ap-tokyo",
+            "item-reg-sa-east"
+          ]
+        },
+        {
+          "id": "item-reg-global",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "item-reg-us-east",
+          "component": "SelectItem",
+          "value": "us-east",
+          "label": "US-East (N. Virginia)"
+        },
+        {
+          "id": "item-reg-us-west",
+          "component": "SelectItem",
+          "value": "us-west",
+          "label": "US-West (Oregon)"
+        },
+        {
+          "id": "item-reg-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "EU-Central (Frankfurt)"
+        },
+        {
+          "id": "item-reg-ap-tokyo",
+          "component": "SelectItem",
+          "value": "ap-tokyo",
+          "label": "AP-Northeast (Tokyo)"
+        },
+        {
+          "id": "item-reg-sa-east",
+          "component": "SelectItem",
+          "value": "sa-east",
+          "label": "SA-East (São Paulo)"
+        },
+        {
+          "id": "region-focus-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-apply-region"
+          ]
+        },
+        {
+          "id": "btn-apply-region",
+          "component": "Button",
+          "label": "Set Focused Region",
+          "variant": "secondary"
+        },
+        {
+          "id": "region-table",
+          "component": "Table",
+          "columns": [
+            "col-reg-name",
+            "col-reg-health",
+            "col-reg-ping",
+            "col-reg-load"
+          ]
+        },
+        {
+          "id": "col-reg-name",
+          "component": "Col",
+          "label": "7. Region Name",
+          "type": "string",
+          "data": [
+            "US-East (N. Virginia)",
+            "US-West (Oregon)",
+            "EU-Central (Frankfurt)",
+            "AP-Northeast (Tokyo)",
+            "SA-East (São Paulo)"
+          ]
+        },
+        {
+          "id": "col-reg-health",
+          "component": "Col",
+          "label": "Health Status",
+          "type": "string",
+          "data": [
+            "🟢 Operational (99.99%)",
+            "🟢 Operational (100%)",
+            "🟡 Degradation (98.2%)",
+            "🟢 Operational (99.95%)",
+            "🟢 Operational (99.90%)"
+          ]
+        },
+        {
+          "id": "col-reg-ping",
+          "component": "Col",
+          "label": "Avg Latency",
+          "type": "string",
+          "data": [
+            "22 ms",
+            "38 ms",
+            "74 ms",
+            "112 ms",
+            "135 ms"
+          ]
+        },
+        {
+          "id": "col-reg-load",
+          "component": "Col",
+          "label": "Server Load",
+          "type": "string",
+          "data": [
+            "72% Capacity",
+            "64% Capacity",
+            "91% Capacity",
+            "58% Capacity",
+            "41% Capacity"
+          ]
+        },
+        {
+          "id": "crash-header",
+          "component": "CardHeader",
+          "title": "8. Crash Rate by App Version",
+          "subtitle": "Telemetry tracking crashes per 1,000 active sessions (SLA Target: < 0.5%)"
+        },
+        {
+          "id": "crash-table",
+          "component": "Table",
+          "columns": [
+            "col-ver-num",
+            "col-ver-platform",
+            "col-ver-crashrate",
+            "col-ver-status"
+          ]
+        },
+        {
+          "id": "col-ver-num",
+          "component": "Col",
+          "label": "App Version",
+          "type": "string",
+          "data": [
+            "v2.4.0 (Latest)",
+            "v2.3.9 (Hotfix 1)",
+            "v2.3.8 (Legacy)",
+            "v2.4.0-iOS (Beta)"
+          ]
+        },
+        {
+          "id": "col-ver-platform",
+          "component": "Col",
+          "label": "Platform",
+          "type": "string",
+          "data": [
+            "PC / Steam",
+            "PC / Epic",
+            "PlayStation / Xbox",
+            "iOS TestFlight"
+          ]
+        },
+        {
+          "id": "col-ver-crashrate",
+          "component": "Col",
+          "label": "Crash Rate",
+          "type": "string",
+          "data": [
+            "0.24% (Healthy)",
+            "0.18% (Healthy)",
+            "0.41% (Acceptable)",
+            "1.85% (Critical Alert)"
+          ]
+        },
+        {
+          "id": "col-ver-status",
+          "component": "Col",
+          "label": "Action Needed",
+          "type": "string",
+          "data": [
+            "None",
+            "None",
+            "Phase out build",
+            "Hotfix candidate"
+          ]
+        },
+        {
+          "id": "events-section-header",
+          "component": "Heading",
+          "text": "5. Live & Upcoming Game Events",
+          "level": "h2"
+        },
+        {
+          "id": "events-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-live-events",
+            "tab-upcoming-events"
+          ]
+        },
+        {
+          "id": "tab-live-events",
+          "component": "TabItem",
+          "value": "live-events",
+          "trigger": "Currently Live Events",
+          "content": [
+            "live-events-card"
+          ]
+        },
+        {
+          "id": "live-events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "live-event-1",
+            "live-event-2"
+          ]
+        },
+        {
+          "id": "live-event-1",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "⚡ Live Now: Lunar New Year Celebration Festival",
+          "description": "Active since Feb 10 | Ends in 3 days | +50% Bonus XP & Festive Shop Items active across all regions."
+        },
+        {
+          "id": "live-event-2",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "🏆 Live Now: Ranked Season 6 Sprint",
+          "description": "Active since Jan 15 | Ends in 12 days | Double Leaderboard point gains for weekend matches."
+        },
+        {
+          "id": "tab-upcoming-events",
+          "component": "TabItem",
+          "value": "upcoming-events",
+          "trigger": "Upcoming Scheduled Events",
+          "content": [
+            "upcoming-events-card"
+          ]
+        },
+        {
+          "id": "upcoming-events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "upcoming-event-1",
+            "upcoming-event-2"
+          ]
+        },
+        {
+          "id": "upcoming-event-1",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "⚔️ Scheduled: Guild vs Guild Worldwide Tournament",
+          "description": "Starts: March 1, 2025 (00:00 UTC) | Registration opens in 5 days | Expected CCU impact: +35%."
+        },
+        {
+          "id": "upcoming-event-2",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "🍀 Scheduled: St. Patrick's Weekend Gold Rush",
+          "description": "Starts: March 15, 2025 (12:00 UTC) | Special currency drop multiplier."
+        },
+        {
+          "id": "moderation-section-header",
+          "component": "Heading",
+          "text": "6. Player Moderation & Appeals Queue",
+          "level": "h2"
+        },
+        {
+          "id": "moderation-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-player-reports",
+            "acc-ban-appeals"
+          ]
+        },
+        {
+          "id": "acc-player-reports",
+          "component": "AccordionItem",
+          "value": "reports",
+          "trigger": "10. Player Reports Awaiting Review (1,482 Pending)",
+          "content": [
+            "reports-table-card"
+          ]
+        },
+        {
+          "id": "reports-table-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "reports-table"
+          ]
+        },
+        {
+          "id": "reports-table",
+          "component": "Table",
+          "columns": [
+            "col-rep-id",
+            "col-rep-target",
+            "col-rep-category",
+            "col-rep-flags",
+            "col-rep-severity"
+          ]
+        },
+        {
+          "id": "col-rep-id",
+          "component": "Col",
+          "label": "Ticket ID",
+          "type": "string",
+          "data": [
+            "#REP-9401",
+            "#REP-9402",
+            "#REP-9403",
+            "#REP-9404"
+          ]
+        },
+        {
+          "id": "col-rep-target",
+          "component": "Col",
+          "label": "Reported Player",
+          "type": "string",
+          "data": [
+            "ShadowNinja99",
+            "Xx_LootGoblin_xX",
+            "SpeedyGamer12",
+            "ToxicAvenger"
+          ]
+        },
+        {
+          "id": "col-rep-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Aimbot / Speedhack",
+            "Toxic Voice Chat",
+            "Win Trading",
+            "Hate Speech"
+          ]
+        },
+        {
+          "id": "col-rep-flags",
+          "component": "Col",
+          "label": "Auto-Flags",
+          "type": "number",
+          "data": [
+            18,
+            5,
+            12,
+            8
+          ]
+        },
+        {
+          "id": "col-rep-severity",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "🔴 High",
+            "🟡 Medium",
+            "🔴 High",
+            "🔴 High"
+          ]
+        },
+        {
+          "id": "acc-ban-appeals",
+          "component": "AccordionItem",
+          "value": "appeals",
+          "trigger": "11. Ban Appeals Awaiting Review (124 Pending)",
+          "content": [
+            "appeals-table-card"
+          ]
+        },
+        {
+          "id": "appeals-table-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "appeals-table"
+          ]
+        },
+        {
+          "id": "appeals-table",
+          "component": "Table",
+          "columns": [
+            "col-app-id",
+            "col-app-user",
+            "col-app-reason",
+            "col-app-duration",
+            "col-app-status"
+          ]
+        },
+        {
+          "id": "col-app-id",
+          "component": "Col",
+          "label": "Appeal ID",
+          "type": "string",
+          "data": [
+            "#APL-1102",
+            "#APL-1103",
+            "#APL-1104"
+          ]
+        },
+        {
+          "id": "col-app-user",
+          "component": "Col",
+          "label": "Account",
+          "type": "string",
+          "data": [
+            "GamerTag_404",
+            "VortexRider",
+            "FrostByte"
+          ]
+        },
+        {
+          "id": "col-app-reason",
+          "component": "Col",
+          "label": "Original Ban Reason",
+          "type": "string",
+          "data": [
+            "Third-party Software Detected",
+            "Economy Exploiting",
+            "Chat Harassment"
+          ]
+        },
+        {
+          "id": "col-app-duration",
+          "component": "Col",
+          "label": "Ban Type",
+          "type": "string",
+          "data": [
+            "Permanent",
+            "30 Days",
+            "7 Days"
+          ]
+        },
+        {
+          "id": "col-app-status",
+          "component": "Col",
+          "label": "Review Stage",
+          "type": "string",
+          "data": [
+            "Anti-cheat Re-check",
+            "Manual Evidence Review",
+            "Community Lead Decision"
+          ]
+        },
+        {
+          "id": "actions-section-header",
+          "component": "Heading",
+          "text": "7. Live Ops Operations & Hotfix Console",
+          "level": "h2"
+        },
+        {
+          "id": "action-center-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "patch-notes-header",
+            "patch-form",
+            "hotfix-sep",
+            "hotfix-header",
+            "hotfix-dialog"
+          ]
+        },
+        {
+          "id": "patch-notes-header",
+          "component": "CardHeader",
+          "title": "14. Draft Patch Notes",
+          "subtitle": "Prepare and publish release notes for public viewing in launcher & steam"
+        },
+        {
+          "id": "patch-form",
+          "component": "Form",
+          "name": "patch_notes_form",
+          "buttons": "patch-buttons",
+          "fields": [
+            "field-patch-title",
+            "field-patch-version",
+            "field-patch-body"
+          ]
+        },
+        {
+          "id": "field-patch-title",
+          "component": "FormControl",
+          "label": "Patch Headline",
+          "input": "input-patch-title"
+        },
+        {
+          "id": "input-patch-title",
+          "component": "Input",
+          "name": "patch_title",
+          "placeholder": "e.g., Update v2.4.1 - Balance Tuning & Dragon Skin Fixes"
+        },
+        {
+          "id": "field-patch-version",
+          "component": "FormControl",
+          "label": "Target Version Number",
+          "input": "input-patch-version"
+        },
+        {
+          "id": "input-patch-version",
+          "component": "Input",
+          "name": "patch_version",
+          "placeholder": "2.4.1"
+        },
+        {
+          "id": "field-patch-body",
+          "component": "FormControl",
+          "label": "Release Notes (Markdown)",
+          "hint": "Supports markdown bullet points and header formatting",
+          "input": "textarea-patch-body"
+        },
+        {
+          "id": "textarea-patch-body",
+          "component": "TextArea",
+          "name": "patch_body",
+          "rows": 4,
+          "placeholder": "### Bug Fixes\n- Resolved collision bug in EU-Central raid arena\n- Fixed gold duplicate glitch in guild vault\n\n### Balance Changes\n- Reduced Void Scythe attack speed by 5%"
+        },
+        {
+          "id": "patch-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-draft",
+            "btn-publish-notes"
+          ]
+        },
+        {
+          "id": "btn-save-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "btn-publish-notes",
+          "component": "Button",
+          "label": "Publish Patch Notes",
+          "variant": "primary"
+        },
+        {
+          "id": "hotfix-sep",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "hotfix-header",
+          "component": "CardHeader",
+          "title": "16. Ship Hotfix Deployment",
+          "subtitle": "Bypass full client update cycle to push critical zero-downtime server or content fixes"
+        },
+        {
+          "id": "hotfix-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "🚀 Deploy Emergency Hotfix",
+          "triggerVariant": "destructive",
+          "title": "Are you sure you want to deploy hotfix to LIVE servers?",
+          "description": "This will push compiled config v2.4.0-HF3 to all selected game server instances. Connected players will receive an in-game micro-patch notice without disconnections.",
+          "confirmLabel": "Confirm & Ship Hotfix",
+          "cancelLabel": "Cancel Deployment"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..ca08a987b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r2.txt
@@ -0,0 +1,1284 @@
+Here is the interactive Live-Ops Command Center interface designed for your game studio, covering all 16 requested metrics and operations tools.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Apex LiveOps Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-section",
+            "tabs-main"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "header-title-container",
+            "header-actions-container"
+          ]
+        },
+        {
+          "id": "header-title-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "header-heading",
+            "header-subtitle"
+          ]
+        },
+        {
+          "id": "header-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Live-Ops Room Command"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Real-time game telemetry, economy monitoring, dynamic moderation, and deployment controls.",
+          "size": "small"
+        },
+        {
+          "id": "header-actions-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "region-focus-dialog",
+            "hotfix-dialog"
+          ]
+        },
+        {
+          "id": "region-focus-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Focus Region View (Item 15)",
+          "triggerVariant": "outline",
+          "title": "Select Target Region Focus",
+          "description": "Isolate all dashboard telemetry, crash logs, and event triggers to a specific operational region.",
+          "content": [
+            "region-select-form"
+          ]
+        },
+        {
+          "id": "region-select-form",
+          "component": "Form",
+          "name": "region_focus_form",
+          "fields": [
+            "region-select-control"
+          ],
+          "buttons": "region-select-buttons"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Target Region",
+          "hint": "Filtering will adjust metrics and server actions",
+          "input": "region-select-dropdown"
+        },
+        {
+          "id": "region-select-dropdown",
+          "component": "Select",
+          "name": "target_region",
+          "placeholder": "Choose region...",
+          "items": [
+            "region-opt-global",
+            "region-opt-na-east",
+            "region-opt-na-west",
+            "region-opt-eu-central",
+            "region-opt-ap-east"
+          ]
+        },
+        {
+          "id": "region-opt-global",
+          "component": "SelectItem",
+          "label": "Global (All Regions)",
+          "value": "global"
+        },
+        {
+          "id": "region-opt-na-east",
+          "component": "SelectItem",
+          "label": "US-East (Virginia)",
+          "value": "na-east"
+        },
+        {
+          "id": "region-opt-na-west",
+          "component": "SelectItem",
+          "label": "US-West (Oregon)",
+          "value": "na-west"
+        },
+        {
+          "id": "region-opt-eu-central",
+          "component": "SelectItem",
+          "label": "EU-Central (Frankfurt)",
+          "value": "eu-central"
+        },
+        {
+          "id": "region-opt-ap-east",
+          "component": "SelectItem",
+          "label": "AP-East (Tokyo)",
+          "value": "ap-east"
+        },
+        {
+          "id": "region-select-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "btn-apply-region"
+          ]
+        },
+        {
+          "id": "btn-apply-region",
+          "component": "Button",
+          "label": "Apply Focus Isolation",
+          "variant": "primary"
+        },
+        {
+          "id": "hotfix-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Ship Emergency Hotfix (Item 16)",
+          "triggerVariant": "destructive",
+          "title": "Deploy Emergency Hotfix Package",
+          "description": "This will trigger a rolling client patch and server-side config reload across selected active clusters.",
+          "confirmLabel": "Deploy Hotfix Now",
+          "cancelLabel": "Cancel Deployment"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-ccu",
+            "kpi-dau-mau",
+            "kpi-revenue",
+            "kpi-arpu"
+          ]
+        },
+        {
+          "id": "kpi-ccu",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-ccu-tag",
+            "kpi-ccu-val",
+            "kpi-ccu-desc"
+          ]
+        },
+        {
+          "id": "kpi-ccu-tag",
+          "component": "Tag",
+          "text": "Item 1: Concurrent Players",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-ccu-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "142,890"
+        },
+        {
+          "id": "kpi-ccu-desc",
+          "component": "TextContent",
+          "text": "● Live Right Now (+12% vs peak)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-dau-mau",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-daumau-tag",
+            "kpi-daumau-val",
+            "kpi-daumau-desc"
+          ]
+        },
+        {
+          "id": "kpi-daumau-tag",
+          "component": "Tag",
+          "text": "Item 2: DAU / MAU",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-daumau-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "1.28M / 8.45M"
+        },
+        {
+          "id": "kpi-daumau-desc",
+          "component": "TextContent",
+          "text": "Stickiness Index: 15.1%",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-rev-tag",
+            "kpi-rev-val",
+            "kpi-rev-desc"
+          ]
+        },
+        {
+          "id": "kpi-rev-tag",
+          "component": "Tag",
+          "text": "Item 3: Revenue Today",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-rev-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$184,320"
+        },
+        {
+          "id": "kpi-rev-desc",
+          "component": "TextContent",
+          "text": "92% of daily target reached",
+          "size": "small"
+        },
+        {
+          "id": "kpi-arpu",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-arpu-tag",
+            "kpi-arpu-val",
+            "kpi-arpu-desc"
+          ]
+        },
+        {
+          "id": "kpi-arpu-tag",
+          "component": "Tag",
+          "text": "Item 4: ARPU / ARPPU",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-arpu-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$0.14 / $4.25"
+        },
+        {
+          "id": "kpi-arpu-desc",
+          "component": "TextContent",
+          "text": "Average Revenue Per User",
+          "size": "small"
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": [
+            "tab-telemetry",
+            "tab-economy",
+            "tab-liveops-events",
+            "tab-moderation",
+            "tab-patcher"
+          ]
+        },
+        {
+          "id": "tab-telemetry",
+          "component": "TabItem",
+          "value": "telemetry",
+          "trigger": "Server Health & Performance",
+          "content": [
+            "telemetry-card"
+          ]
+        },
+        {
+          "id": "telemetry-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "region-health-header",
+            "region-health-table",
+            "telemetry-divider",
+            "telemetry-charts-row"
+          ]
+        },
+        {
+          "id": "region-health-header",
+          "component": "CardHeader",
+          "title": "Server Region Status & Infrastructure Health (Item 7)",
+          "subtitle": "Active compute clusters, operational capacity, and tick rates"
+        },
+        {
+          "id": "region-health-table",
+          "component": "Table",
+          "columns": [
+            "col-region-name",
+            "col-region-status",
+            "col-region-ping",
+            "col-region-load",
+            "col-region-tick"
+          ]
+        },
+        {
+          "id": "col-region-name",
+          "component": "Col",
+          "label": "Region Name",
+          "type": "string",
+          "data": [
+            "US-East (N. Virginia)",
+            "US-West (Oregon)",
+            "EU-Central (Frankfurt)",
+            "AP-East (Tokyo)",
+            "SA-East (São Paulo)"
+          ]
+        },
+        {
+          "id": "col-region-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Healthy (99.9%)",
+            "Healthy (100%)",
+            "Degraded (High Load)",
+            "Healthy (99.8%)",
+            "Maintenance"
+          ]
+        },
+        {
+          "id": "col-region-ping",
+          "component": "Col",
+          "label": "Avg Latency",
+          "type": "string",
+          "data": [
+            "24ms",
+            "38ms",
+            "42ms",
+            "89ms",
+            "110ms"
+          ]
+        },
+        {
+          "id": "col-region-load",
+          "component": "Col",
+          "label": "Server Load",
+          "type": "string",
+          "data": [
+            "72%",
+            "64%",
+            "91%",
+            "58%",
+            "0%"
+          ]
+        },
+        {
+          "id": "col-region-tick",
+          "component": "Col",
+          "label": "Simulation Rate",
+          "type": "string",
+          "data": [
+            "128 Hz",
+            "128 Hz",
+            "114 Hz",
+            "128 Hz",
+            "0 Hz"
+          ]
+        },
+        {
+          "id": "telemetry-divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "telemetry-charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "chart-session-card",
+            "chart-crashes-card"
+          ]
+        },
+        {
+          "id": "chart-session-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "chart-session-header",
+            "chart-session-length"
+          ]
+        },
+        {
+          "id": "chart-session-header",
+          "component": "CardHeader",
+          "title": "Avg Session Length (Past 2 Weeks) (Item 5)",
+          "subtitle": "Measured in minutes per active daily player"
+        },
+        {
+          "id": "chart-session-length",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Minutes",
+          "labels": [
+            "Oct 1",
+            "Oct 2",
+            "Oct 3",
+            "Oct 4",
+            "Oct 5",
+            "Oct 6",
+            "Oct 7",
+            "Oct 8",
+            "Oct 9",
+            "Oct 10",
+            "Oct 11",
+            "Oct 12",
+            "Oct 13",
+            "Oct 14"
+          ],
+          "series": [
+            "series-session-avg"
+          ]
+        },
+        {
+          "id": "series-session-avg",
+          "component": "Series",
+          "category": "Session Duration (min)",
+          "values": [
+            34,
+            36,
+            35,
+            42,
+            48,
+            51,
+            38,
+            35,
+            37,
+            39,
+            44,
+            52,
+            55,
+            41
+          ]
+        },
+        {
+          "id": "chart-crashes-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "chart-crashes-header",
+            "chart-crash-rate"
+          ]
+        },
+        {
+          "id": "chart-crashes-header",
+          "component": "CardHeader",
+          "title": "Crash Rate by App Version (Item 8)",
+          "subtitle": "Percentage of crash-free sessions vs crashes per 1,000 sessions"
+        },
+        {
+          "id": "chart-crash-rate",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "App Version",
+          "yLabel": "Crashes per 1k Sessions",
+          "labels": [
+            "v2.4.0 (Legacy)",
+            "v2.4.1 (Stable)",
+            "v2.5.0 (Current)",
+            "v2.5.1 (Beta)"
+          ],
+          "series": [
+            "series-crash-rate"
+          ]
+        },
+        {
+          "id": "series-crash-rate",
+          "component": "Series",
+          "category": "Crash Rate / 1,000",
+          "values": [
+            12.4,
+            1.8,
+            3.2,
+            18.5
+          ]
+        },
+        {
+          "id": "tab-economy",
+          "component": "TabItem",
+          "value": "economy",
+          "trigger": "Monetization & Inflation",
+          "content": [
+            "economy-card"
+          ]
+        },
+        {
+          "id": "economy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "economy-header",
+            "economy-layout-row"
+          ]
+        },
+        {
+          "id": "economy-header",
+          "component": "CardHeader",
+          "title": "In-Game Economy & Store Telemetry",
+          "subtitle": "Virtual currency sinks/faucets and microtransaction performance"
+        },
+        {
+          "id": "economy-layout-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "best-sellers-card",
+            "inflation-card"
+          ]
+        },
+        {
+          "id": "best-sellers-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "best-sellers-header",
+            "best-sellers-chart"
+          ]
+        },
+        {
+          "id": "best-sellers-header",
+          "component": "CardHeader",
+          "title": "Best-Selling Items Today (Units Sold) (Item 6)",
+          "subtitle": "Top Performing SKUs in Store"
+        },
+        {
+          "id": "best-sellers-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Units Sold",
+          "yLabel": "Item Name",
+          "labels": [
+            "Battle Pass S4",
+            "Cyber Samurai Skin",
+            "1,000 Gold Coins",
+            "Neon Weapon Pack",
+            "X2 XP Boost (24h)"
+          ],
+          "series": [
+            "series-best-sellers"
+          ]
+        },
+        {
+          "id": "series-best-sellers",
+          "component": "Series",
+          "category": "Units Sold",
+          "values": [
+            14200,
+            9850,
+            8400,
+            5120,
+            3900
+          ]
+        },
+        {
+          "id": "inflation-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "inflation-header",
+            "inflation-alert",
+            "inflation-chart"
+          ]
+        },
+        {
+          "id": "inflation-header",
+          "component": "CardHeader",
+          "title": "In-Game Currency Inflation Metric (Item 12)",
+          "subtitle": "Gold faucet generation vs sink consumption ratio over 7 days"
+        },
+        {
+          "id": "inflation-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Moderate Inflation Warning (+4.2%)",
+          "description": "Gold generated from dungeon bosses exceeds golds sunk via item crafting. Consider tuning craft fees."
+        },
+        {
+          "id": "inflation-chart",
+          "component": "AreaChart",
+          "variant": "linear",
+          "xLabel": "Day",
+          "yLabel": "Gold Volume (Millions)",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "series": [
+            "series-gold-faucets",
+            "series-gold-sinks"
+          ]
+        },
+        {
+          "id": "series-gold-faucets",
+          "component": "Series",
+          "category": "Gold Minted (Faucets)",
+          "values": [
+            45,
+            48,
+            52,
+            50,
+            68,
+            85,
+            92
+          ]
+        },
+        {
+          "id": "series-gold-sinks",
+          "component": "Series",
+          "category": "Gold Burned (Sinks)",
+          "values": [
+            40,
+            42,
+            45,
+            44,
+            58,
+            71,
+            76
+          ]
+        },
+        {
+          "id": "tab-liveops-events",
+          "component": "TabItem",
+          "value": "events",
+          "trigger": "Live Events & Experiments",
+          "content": [
+            "events-card"
+          ]
+        },
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "events-section-header",
+            "events-row",
+            "events-divider",
+            "experiments-section-header",
+            "experiments-row"
+          ]
+        },
+        {
+          "id": "events-section-header",
+          "component": "CardHeader",
+          "title": "Running & Upcoming Live Events (Item 9)",
+          "subtitle": "Active game modifiers, seasonal events, and schedule queue"
+        },
+        {
+          "id": "events-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "event-card-1",
+            "event-card-2",
+            "event-card-3"
+          ]
+        },
+        {
+          "id": "event-card-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "ev1-tag",
+            "ev1-title",
+            "ev1-desc",
+            "ev1-prog"
+          ]
+        },
+        {
+          "id": "ev1-tag",
+          "component": "Tag",
+          "text": "LIVE NOW",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "ev1-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Halloween Blood Moon Spooktacular"
+        },
+        {
+          "id": "ev1-desc",
+          "component": "TextContent",
+          "text": "2x Drop rates on Shadow Dungeons. Ends in 24 hours.",
+          "size": "small"
+        },
+        {
+          "id": "ev1-prog",
+          "component": "Progress",
+          "value": 75,
+          "label": "Event Elapsed Time (75%)"
+        },
+        {
+          "id": "event-card-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "ev2-tag",
+            "ev2-title",
+            "ev2-desc",
+            "ev2-prog"
+          ]
+        },
+        {
+          "id": "ev2-tag",
+          "component": "Tag",
+          "text": "LIVE NOW",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "ev2-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Double XP Weekend"
+        },
+        {
+          "id": "ev2-desc",
+          "component": "TextContent",
+          "text": "Global player level progression speed boost (+100%).",
+          "size": "small"
+        },
+        {
+          "id": "ev2-prog",
+          "component": "Progress",
+          "value": 40,
+          "label": "Event Elapsed Time (40%)"
+        },
+        {
+          "id": "event-card-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "ev3-tag",
+            "ev3-title",
+            "ev3-desc",
+            "ev3-date"
+          ]
+        },
+        {
+          "id": "ev3-tag",
+          "component": "Tag",
+          "text": "UPCOMING",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "ev3-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Winter Frostbite Festival"
+        },
+        {
+          "id": "ev3-desc",
+          "component": "TextContent",
+          "text": "Snowy map overhaul, holiday questlines, dynamic weather.",
+          "size": "small"
+        },
+        {
+          "id": "ev3-date",
+          "component": "TextContent",
+          "text": "Starts: Nov 15, 00:00 UTC",
+          "size": "small-heavy"
+        },
+        {
+          "id": "events-divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "experiments-section-header",
+          "component": "CardHeader",
+          "title": "Active A/B Experiments Status (Item 13)",
+          "subtitle": "Real-time results of live cohort tests"
+        },
+        {
+          "id": "experiments-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "exp-1-card",
+            "exp-2-card"
+          ]
+        },
+        {
+          "id": "exp-1-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "exp1-header",
+            "exp1-table"
+          ]
+        },
+        {
+          "id": "exp1-header",
+          "component": "CardHeader",
+          "title": "Experiment 1: FTUE Tutorial Length",
+          "subtitle": "Comparing 3-minute quick tutorial vs 8-minute detailed walkthrough"
+        },
+        {
+          "id": "exp1-table",
+          "component": "Table",
+          "columns": [
+            "col-exp1-variant",
+            "col-exp1-d1",
+            "col-exp1-pay"
+          ]
+        },
+        {
+          "id": "col-exp1-variant",
+          "component": "Col",
+          "label": "Cohort Variant",
+          "type": "string",
+          "data": [
+            "Control (8 min)",
+            "Variant A (3 min)"
+          ]
+        },
+        {
+          "id": "col-exp1-d1",
+          "component": "Col",
+          "label": "D1 Retention",
+          "type": "string",
+          "data": [
+            "38.2%",
+            "46.7% (+8.5%)"
+          ]
+        },
+        {
+          "id": "col-exp1-pay",
+          "component": "Col",
+          "label": "D7 Payer Conv.",
+          "type": "string",
+          "data": [
+            "2.1%",
+            "2.9% (+0.8%)"
+          ]
+        },
+        {
+          "id": "exp-2-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "exp2-header",
+            "exp2-table"
+          ]
+        },
+        {
+          "id": "exp2-header",
+          "component": "CardHeader",
+          "title": "Experiment 2: Dynamic Matchmaking Algorithm",
+          "subtitle": "Skill-based latency priority vs pure ping priority"
+        },
+        {
+          "id": "exp2-table",
+          "component": "Table",
+          "columns": [
+            "col-exp2-variant",
+            "col-exp2-queue",
+            "col-exp2-churn"
+          ]
+        },
+        {
+          "id": "col-exp2-variant",
+          "component": "Col",
+          "label": "Cohort Variant",
+          "type": "string",
+          "data": [
+            "Control (Pure Ping)",
+            "Variant B (Skill Balanced)"
+          ]
+        },
+        {
+          "id": "col-exp2-queue",
+          "component": "Col",
+          "label": "Avg Queue Time",
+          "type": "string",
+          "data": [
+            "14 sec",
+            "32 sec"
+          ]
+        },
+        {
+          "id": "col-exp2-churn",
+          "component": "Col",
+          "label": "Rage Quit Rate",
+          "type": "string",
+          "data": [
+            "8.4%",
+            "4.1% (-4.3%)"
+          ]
+        },
+        {
+          "id": "tab-moderation",
+          "component": "TabItem",
+          "value": "moderation",
+          "trigger": "Player Moderation Queue",
+          "content": [
+            "moderation-card"
+          ]
+        },
+        {
+          "id": "moderation-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "moderation-row"
+          ]
+        },
+        {
+          "id": "moderation-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "reports-card",
+            "appeals-card"
+          ]
+        },
+        {
+          "id": "reports-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "reports-header",
+            "reports-list"
+          ]
+        },
+        {
+          "id": "reports-header",
+          "component": "CardHeader",
+          "title": "Player Reports Awaiting Review (Item 10)",
+          "subtitle": "142 pending toxicity, speedhack, and exploit tickets"
+        },
+        {
+          "id": "reports-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "rep-item-1",
+            "rep-item-2",
+            "rep-item-3"
+          ]
+        },
+        {
+          "id": "rep-item-1",
+          "component": "ListItem",
+          "title": "User @ShadowNinjaX — Reported for Memory Injection / Speedhack",
+          "subtitle": "Reported by 12 players in Match #88291 • System Auto-Flagged Engine Anomaly",
+          "actionLabel": "Review Clip & Ban"
+        },
+        {
+          "id": "rep-item-2",
+          "component": "ListItem",
+          "title": "User @ToxicViper99 — Severe Verbal Harassment in Global Chat",
+          "subtitle": "Reported by 4 players • Text filter caught 5 severe violations",
+          "actionLabel": "Mute 7 Days"
+        },
+        {
+          "id": "rep-item-3",
+          "component": "ListItem",
+          "title": "User @LootGlitched — Duping Exploits in Trade Hub",
+          "subtitle": "Reported by Community Mod • Suspicious gold transfer spike detected",
+          "actionLabel": "Freeze Inventory"
+        },
+        {
+          "id": "appeals-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "appeals-header",
+            "appeals-list"
+          ]
+        },
+        {
+          "id": "appeals-header",
+          "component": "CardHeader",
+          "title": "Ban Appeals Awaiting Review (Item 11)",
+          "subtitle": "28 pending contested suspension cases"
+        },
+        {
+          "id": "appeals-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "app-item-1",
+            "app-item-2",
+            "app-item-3"
+          ]
+        },
+        {
+          "id": "app-item-1",
+          "component": "ListItem",
+          "title": "Appeal #A-9041 by @KronoGamer (Banned: Hardware ID Flag)",
+          "subtitle": "Claim: False positive on anti-cheat due to RGB software driver conflict.",
+          "actionLabel": "Verify Telemetry Logs"
+        },
+        {
+          "id": "app-item-2",
+          "component": "ListItem",
+          "title": "Appeal #A-9038 by @FrostyQueen (Banned: Account Sharing)",
+          "subtitle": "Claim: Account hacked during vacation; IP location mismatch confirmed.",
+          "actionLabel": "Unban & Reset Credentials"
+        },
+        {
+          "id": "app-item-3",
+          "component": "ListItem",
+          "title": "Appeal #A-9022 by @PixelKnight (Banned: Economy Exploit)",
+          "subtitle": "Claim: Purchased glitched item on auction house without knowing it was duped.",
+          "actionLabel": "Rollback Item Only"
+        },
+        {
+          "id": "tab-patcher",
+          "component": "TabItem",
+          "value": "patcher",
+          "trigger": "Patch Notes & Release Manager",
+          "content": [
+            "patcher-card"
+          ]
+        },
+        {
+          "id": "patcher-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "patcher-header",
+            "patcher-form",
+            "patcher-preview-divider",
+            "patcher-preview-header",
+            "patcher-preview-markdown"
+          ]
+        },
+        {
+          "id": "patcher-header",
+          "component": "CardHeader",
+          "title": "Draft & Publish Patch Notes (Item 14)",
+          "subtitle": "Prepare public release notes for launcher, Steam, and in-game news popups"
+        },
+        {
+          "id": "patcher-form",
+          "component": "Form",
+          "name": "patch_notes_form",
+          "fields": [
+            "field-patch-version",
+            "field-patch-type",
+            "field-patch-content"
+          ],
+          "buttons": "patch-form-buttons"
+        },
+        {
+          "id": "field-patch-version",
+          "component": "FormControl",
+          "label": "Target Release Version",
+          "hint": "e.g., v2.5.1 Hotfix or v2.6.0 Major Update",
+          "input": "input-patch-version"
+        },
+        {
+          "id": "input-patch-version",
+          "component": "Input",
+          "name": "patch_version",
+          "placeholder": "v2.5.1-hotfix3",
+          "type": "text",
+          "value": "v2.5.1"
+        },
+        {
+          "id": "field-patch-type",
+          "component": "FormControl",
+          "label": "Deployment Type",
+          "hint": "Select target channel distribution",
+          "input": "select-patch-type"
+        },
+        {
+          "select-patch-type": "Select",
+          "id": "select-patch-type",
+          "component": "Select",
+          "name": "patch_type",
+          "placeholder": "Select type...",
+          "items": [
+            "pt-opt-hotfix",
+            "pt-opt-minor",
+            "pt-opt-major"
+          ]
+        },
+        {
+          "id": "pt-opt-hotfix",
+          "component": "SelectItem",
+          "label": "Emergency Server Hotfix",
+          "value": "hotfix"
+        },
+        {
+          "id": "pt-opt-minor",
+          "component": "SelectItem",
+          "label": "Minor Balance & Bugfix Update",
+          "value": "minor"
+        },
+        {
+          "id": "pt-opt-major",
+          "component": "SelectItem",
+          "label": "Major Seasonal Content Patch",
+          "value": "major"
+        },
+        {
+          "id": "field-patch-content",
+          "component": "FormControl",
+          "label": "Patch Notes Markdown Body",
+          "hint": "Supports standard Markdown styling with headers, lists, and bold callouts",
+          "input": "textarea-patch-body"
+        },
+        {
+          "id": "textarea-patch-body",
+          "component": "TextArea",
+          "name": "patch_markdown",
+          "rows": 8,
+          "placeholder": "### Bug Fixes\n- Fixed crash when entering EU-Central servers\n- Resolved item duplication in trade window\n\n### Balance Changes\n- Weapon Damage reduced by 5%",
+          "value": "### Version 2.5.1 Release Notes\n\n#### 🛠️ Bug Fixes & Stability\n- Fixed rare client crash occurring on version `v2.5.0` during arena match loading.\n- Resolved auction house item duplication glitch.\n- Stabilized EU-Central server simulation tick rate back to 128Hz.\n\n#### ⚖️ Hero & Weapon Balance\n- **Cyber Blade**: Base attack damage adjusted from `120` to `112`.\n- **Shield Generator**: Cooldown increased by `1.5s` in competitive playlists."
+        },
+        {
+          "id": "patch-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-draft",
+            "btn-publish-patch"
+          ]
+        },
+        {
+          "id": "btn-save-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "btn-publish-patch",
+          "component": "Button",
+          "label": "Publish Patch Notes to All Clients",
+          "variant": "primary"
+        },
+        {
+          "id": "patcher-preview-divider",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "patcher-preview-header",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Live Live-Launcher Preview"
+        },
+        {
+          "id": "patcher-preview-markdown",
+          "component": "MarkDownRenderer",
+          "variant": "sunk",
+          "textMarkdown": "### Version 2.5.1 Release Notes\n\n#### 🛠️ Bug Fixes & Stability\n- Fixed rare client crash occurring on version `v2.5.0` during arena match loading.\n- Resolved auction house item duplication glitch.\n- Stabilized EU-Central server simulation tick rate back to 128Hz.\n\n#### ⚖️ Hero & Weapon Balance\n- **Cyber Blade**: Base attack damage adjusted from `120` to `112`.\n- **Shield Generator**: Cooldown increased by `1.5s` in competitive playlists."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..81497d7b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r3.txt
@@ -0,0 +1,1265 @@
+Here is a comprehensive, single-screen LiveOps Dashboard designed for game studio operations, covering all 16 requested features and metrics.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "LiveOps Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-summary-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-title",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "🎮 LiveOps Command Center",
+          "subtitle": "Real-time Game Operations, Economy, Server Health & Moderation"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "region-focus-select",
+            "hotfix-dialog"
+          ]
+        },
+        {
+          "id": "region-focus-select",
+          "component": "Select",
+          "name": "region_focus",
+          "placeholder": "🌐 Focus Region: All Regions",
+          "size": "medium",
+          "items": [
+            "reg-all",
+            "reg-na",
+            "reg-eu",
+            "reg-asia",
+            "reg-sa"
+          ]
+        },
+        {
+          "id": "reg-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions (Global)"
+        },
+        {
+          "id": "reg-na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America (NA-East / NA-West)"
+        },
+        {
+          "id": "reg-eu",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe (EU-Central)"
+        },
+        {
+          "id": "reg-asia",
+          "component": "SelectItem",
+          "value": "asia",
+          "label": "Asia Pacific (AP-East)"
+        },
+        {
+          "id": "reg-sa",
+          "component": "SelectItem",
+          "value": "sa",
+          "label": "South America (SA-East)"
+        },
+        {
+          "id": "hotfix-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "🚀 Deploy Hotfix",
+          "triggerVariant": "destructive",
+          "title": "Emergency Hotfix Deployment",
+          "description": "Select target region, app version, and payload to push a zero-downtime or scheduled hotfix.",
+          "content": [
+            "hotfix-form"
+          ]
+        },
+        {
+          "id": "hotfix-form",
+          "component": "Form",
+          "name": "hotfix_deploy_form",
+          "fields": [
+            "hotfix-version-control",
+            "hotfix-region-control",
+            "hotfix-notes-control"
+          ],
+          "buttons": "hotfix-submit-buttons"
+        },
+        {
+          "id": "hotfix-version-control",
+          "component": "FormControl",
+          "label": "Target App Version",
+          "hint": "Select client version to receive hotfix update",
+          "input": "hotfix-version-input"
+        },
+        {
+          "id": "hotfix-version-input",
+          "component": "Input",
+          "name": "target_version",
+          "value": "v2.4.1"
+        },
+        {
+          "id": "hotfix-region-control",
+          "component": "FormControl",
+          "label": "Target Region",
+          "input": "hotfix-region-select"
+        },
+        {
+          "id": "hotfix-region-select",
+          "component": "Select",
+          "name": "hotfix_region",
+          "placeholder": "Select Region",
+          "items": [
+            "hf-reg-all",
+            "hf-reg-na",
+            "hf-reg-eu"
+          ]
+        },
+        {
+          "id": "hf-reg-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "hf-reg-na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America Only"
+        },
+        {
+          "id": "hf-reg-eu",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe Only"
+        },
+        {
+          "id": "hotfix-notes-control",
+          "component": "FormControl",
+          "label": "Hotfix Deployment Notes / Patch Target",
+          "input": "hotfix-notes-area"
+        },
+        {
+          "id": "hotfix-notes-area",
+          "component": "TextArea",
+          "name": "hotfix_payload_notes",
+          "placeholder": "e.g., Fixing server crash exploit in matchmaking lobby (#4821)",
+          "rows": 3
+        },
+        {
+          "id": "hotfix-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-deploy-now"
+          ]
+        },
+        {
+          "id": "btn-deploy-now",
+          "component": "Button",
+          "label": "Confirm & Deploy Hotfix",
+          "type": "destructive",
+          "variant": "primary"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "wrap": true,
+          "gap": "m",
+          "children": [
+            "kpi-ccu",
+            "kpi-dau-mau",
+            "kpi-rev-today",
+            "kpi-arpu"
+          ]
+        },
+        {
+          "id": "kpi-ccu",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-ccu-label",
+            "kpi-ccu-val",
+            "kpi-ccu-sub"
+          ]
+        },
+        {
+          "id": "kpi-ccu-label",
+          "component": "TextContent",
+          "text": "Players Online Now (CCU)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-ccu-val",
+          "component": "Heading",
+          "text": "142,850",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-ccu-sub",
+          "component": "Tag",
+          "text": "⚡ Peak: 165,200 today",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-dau-mau",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-dau-label",
+            "kpi-dau-val",
+            "kpi-dau-sub"
+          ]
+        },
+        {
+          "id": "kpi-dau-label",
+          "component": "TextContent",
+          "text": "Active Players (DAU / MAU)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-dau-val",
+          "component": "Heading",
+          "text": "1.24M / 8.65M",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-dau-sub",
+          "component": "Tag",
+          "text": "Stickiness (DAU/MAU): 14.3%",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-rev-today",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-rev-label",
+            "kpi-rev-val",
+            "kpi-rev-sub"
+          ]
+        },
+        {
+          "id": "kpi-rev-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-rev-val",
+          "component": "Heading",
+          "text": "$184,320",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-rev-sub",
+          "component": "Tag",
+          "text": "▲ +12% vs yesterday",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-arpu",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "kpi-arpu-label",
+            "kpi-arpu-val",
+            "kpi-arpu-sub"
+          ]
+        },
+        {
+          "id": "kpi-arpu-label",
+          "component": "TextContent",
+          "text": "Revenue Per User (ARPU / ARPPU)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-arpu-val",
+          "component": "Heading",
+          "text": "$0.15 / $4.85",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-arpu-sub",
+          "component": "Tag",
+          "text": "Payer Conv Rate: 3.1%",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-perf-health",
+            "tab-economy-sales",
+            "tab-events-experiments",
+            "tab-moderation-support",
+            "tab-patch-notes"
+          ]
+        },
+        {
+          "id": "tab-perf-health",
+          "component": "TabItem",
+          "value": "perf_health",
+          "trigger": "🖥️ Servers & Performance",
+          "content": [
+            "perf-grid"
+          ]
+        },
+        {
+          "id": "perf-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "server-health-card",
+            "session-crash-card"
+          ]
+        },
+        {
+          "id": "server-health-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "server-health-title",
+            "server-health-table"
+          ]
+        },
+        {
+          "id": "server-health-title",
+          "component": "CardHeader",
+          "title": "Server Regions & Cluster Health",
+          "subtitle": "Real-time latency, load capacity, and operational status per region"
+        },
+        {
+          "id": "server-health-table",
+          "component": "Table",
+          "columns": [
+            "col-region",
+            "col-status",
+            "col-ping",
+            "col-load",
+            "col-active-instances"
+          ]
+        },
+        {
+          "id": "col-region",
+          "component": "Col",
+          "label": "Region",
+          "data": [
+            "NA-East (Virginia)",
+            "NA-West (Oregon)",
+            "EU-Central (Frankfurt)",
+            "AP-East (Tokyo)",
+            "SA-East (São Paulo)"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Health Status",
+          "data": [
+            "🟢 Operational (99.9%)",
+            "🟢 Operational (100%)",
+            "🟡 High Load (98.4%)",
+            "🟢 Operational (99.8%)",
+            "🔴 Degraded (94.1%)"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-ping",
+          "component": "Col",
+          "label": "Avg Latency",
+          "data": [
+            "24 ms",
+            "38 ms",
+            "31 ms",
+            "45 ms",
+            "82 ms"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-load",
+          "component": "Col",
+          "label": "Capacity Used",
+          "data": [
+            "68%",
+            "54%",
+            "89%",
+            "62%",
+            "93%"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-active-instances",
+          "component": "Col",
+          "label": "Active Fleet Size",
+          "data": [
+            "420 Nodes",
+            "310 Nodes",
+            "520 Nodes",
+            "280 Nodes",
+            "140 Nodes"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "session-crash-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "session-chart-card",
+            "crash-rate-card"
+          ]
+        },
+        {
+          "id": "session-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "session-chart-header",
+            "session-line-chart"
+          ]
+        },
+        {
+          "id": "session-chart-header",
+          "component": "CardHeader",
+          "title": "Average Session Length (Past 2 Weeks)",
+          "subtitle": "Daily average play time per session in minutes"
+        },
+        {
+          "id": "session-line-chart",
+          "component": "LineChart",
+          "xLabel": "Date",
+          "yLabel": "Minutes / Session",
+          "labels": [
+            "Day 1",
+            "Day 2",
+            "Day 3",
+            "Day 4",
+            "Day 5",
+            "Day 6",
+            "Day 7",
+            "Day 8",
+            "Day 9",
+            "Day 10",
+            "Day 11",
+            "Day 12",
+            "Day 13",
+            "Day 14"
+          ],
+          "series": [
+            "series-session-len"
+          ]
+        },
+        {
+          "id": "series-session-len",
+          "component": "Series",
+          "category": "Session Duration (min)",
+          "values": [
+            28,
+            29,
+            31,
+            30,
+            35,
+            42,
+            44,
+            32,
+            30,
+            29,
+            33,
+            38,
+            45,
+            46
+          ]
+        },
+        {
+          "id": "crash-rate-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "crash-rate-header",
+            "crash-bar-chart"
+          ]
+        },
+        {
+          "id": "crash-rate-header",
+          "component": "CardHeader",
+          "title": "Crash Rate by App Version",
+          "subtitle": "% of client sessions resulting in an unhandled crash"
+        },
+        {
+          "id": "crash-bar-chart",
+          "component": "BarChart",
+          "xLabel": "App Version",
+          "yLabel": "Crash Free % / Crash %",
+          "labels": [
+            "v2.3.9 (Legacy)",
+            "v2.4.0 (Prev Major)",
+            "v2.4.1 (Current)",
+            "v2.5.0-beta"
+          ],
+          "series": [
+            "series-crash-rate"
+          ]
+        },
+        {
+          "id": "series-crash-rate",
+          "component": "Series",
+          "category": "Crash Rate (%)",
+          "values": [
+            1.82,
+            0.94,
+            0.28,
+            3.15
+          ]
+        },
+        {
+          "id": "tab-economy-sales",
+          "component": "TabItem",
+          "value": "economy_sales",
+          "trigger": "💰 Economy & Store",
+          "content": [
+            "economy-grid"
+          ]
+        },
+        {
+          "id": "economy-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "best-sellers-card",
+            "inflation-card"
+          ]
+        },
+        {
+          "id": "best-sellers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "best-sellers-header",
+            "best-sellers-table"
+          ]
+        },
+        {
+          "id": "best-sellers-header",
+          "component": "CardHeader",
+          "title": "Best-Selling In-Game Items (Today)",
+          "subtitle": "Breakdown of store sales performance and total units moved"
+        },
+        {
+          "id": "best-sellers-table",
+          "component": "Table",
+          "columns": [
+            "col-item-name",
+            "col-item-type",
+            "col-price",
+            "col-units-sold",
+            "col-total-gross"
+          ]
+        },
+        {
+          "id": "col-item-name",
+          "component": "Col",
+          "label": "Item Name",
+          "data": [
+            "Cyber-Ninja Battle Pass Vol. 4",
+            "1,200 Gem Pack (+100 Bonus)",
+            "Void Dragon Skin (Mythic)",
+            "XP Boost (24 Hour)",
+            "Starter Starter Bundle"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-item-type",
+          "component": "Col",
+          "label": "Category",
+          "data": [
+            "Battle Pass",
+            "Hard Currency",
+            "Cosmetic",
+            "Consumable",
+            "Bundle"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": [
+            "$9.99 / 1,000 Gems",
+            "$9.99 USD",
+            "1,800 Gems",
+            "150 Gems",
+            "$4.99 USD"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-units-sold",
+          "component": "Col",
+          "label": "Units Sold Today",
+          "data": [
+            "12,450 units",
+            "8,920 units",
+            "4,310 units",
+            "18,600 units",
+            "6,120 units"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-total-gross",
+          "component": "Col",
+          "label": "Est. Gross Revenue",
+          "data": [
+            "$124,375.50",
+            "$89,110.80",
+            "7.75M Gems",
+            "2.79M Gems",
+            "$30,538.80"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "inflation-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "inflation-header",
+            "inflation-alert",
+            "inflation-chart"
+          ]
+        },
+        {
+          "id": "inflation-header",
+          "component": "CardHeader",
+          "title": "In-Game Currency Inflation & Faucet/Sink Ratio",
+          "subtitle": "Gold & Gem circulation tracking across quest rewards vs store/upgrade sinks"
+        },
+        {
+          "id": "inflation-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Inflation Warning (+3.4% Weekly Net Gold Accrual)",
+          "description": "Gold faucet from 'Dragon Raid' event is outstripping crafting sinks. Consider introducing limited-time gold sink auctions."
+        },
+        {
+          "id": "inflation-chart",
+          "component": "AreaChart",
+          "xLabel": "Day of Month",
+          "yLabel": "Total Currency in Circulation (Millions)",
+          "labels": [
+            "1st",
+            "3rd",
+            "5th",
+            "7th",
+            "9th",
+            "11th",
+            "13th",
+            "15th"
+          ],
+          "series": [
+            "series-faucet",
+            "series-sink"
+          ]
+        },
+        {
+          "id": "series-faucet",
+          "component": "Series",
+          "category": "Gold Minted (Faucets)",
+          "values": [
+            120,
+            125,
+            132,
+            140,
+            155,
+            160,
+            168,
+            175
+          ]
+        },
+        {
+          "id": "series-sink",
+          "component": "Series",
+          "category": "Gold Burned (Sinks)",
+          "values": [
+            110,
+            112,
+            118,
+            120,
+            130,
+            135,
+            140,
+            142
+          ]
+        },
+        {
+          "id": "tab-events-experiments",
+          "component": "TabItem",
+          "value": "events_experiments",
+          "trigger": "🎯 Live Events & A/B Tests",
+          "content": [
+            "ee-grid"
+          ]
+        },
+        {
+          "id": "ee-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "live-events-card",
+            "experiments-card"
+          ]
+        },
+        {
+          "id": "live-events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "live-events-header",
+            "events-list"
+          ]
+        },
+        {
+          "id": "live-events-header",
+          "component": "CardHeader",
+          "title": "Live & Upcoming Game Events",
+          "subtitle": "Active seasonal events, weekend multipliers, and scheduled tournaments"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "evt-1",
+            "evt-2",
+            "evt-3"
+          ]
+        },
+        {
+          "id": "evt-1",
+          "component": "ListItem",
+          "title": "🟢 ACTIVE: Lunar Cyber-Festival 2025",
+          "subtitle": "Status: Live (Ends in 3 days) • Part: 2/3 • Engagement Rate: 68% of DAU • Boosts: 2x XP Active",
+          "actionLabel": "Manage Event"
+        },
+        {
+          "id": "evt-2",
+          "component": "ListItem",
+          "title": "🟢 ACTIVE: Weekend Clan War Tournament",
+          "subtitle": "Status: Live (Ends in 14 hours) • Registered Teams: 14,200 • Server Load: Peak EU/NA",
+          "actionLabel": "Leaderboard"
+        },
+        {
+          "id": "evt-3",
+          "component": "ListItem",
+          "title": "🗓️ UPCOMING: Shadow Realm Raid Launch",
+          "subtitle": "Starts: March 1st @ 00:00 UTC • Client Pre-load Ready • Target Reach: 2.0M Push Notifications scheduled",
+          "actionLabel": "Edit Schedule"
+        },
+        {
+          "id": "experiments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "exp-header",
+            "exp-items-container"
+          ]
+        },
+        {
+          "id": "exp-header",
+          "component": "CardHeader",
+          "title": "Active Running Experiments (A/B Tests)",
+          "subtitle": "Statistical confidence and metric impact for active feature toggles"
+        },
+        {
+          "id": "exp-items-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "exp-1-card",
+            "exp-2-card"
+          ]
+        },
+        {
+          "id": "exp-1-card",
+          "component": "Card",
+          "variant": "sunk",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "exp-1-title",
+            "exp-1-tag",
+            "exp-1-body",
+            "exp-1-progress"
+          ]
+        },
+        {
+          "id": "exp-1-title",
+          "component": "Heading",
+          "text": "Exp #1: New Onboarding FTUE Flow (v2)",
+          "level": "h4"
+        },
+        {
+          "id": "exp-1-tag",
+          "component": "Tag",
+          "text": "Sample: 50% Control / 50% Variant B • Stat Confidence: 98.4%",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "exp-1-body",
+          "component": "TextContent",
+          "text": "• **D1 Retention:** Control 34.2% vs Variant B **39.8%** (+5.6% p<0.01)\n• **Tutorial Finish Rate:** Control 61% vs Variant B **74%**\n• **Recommendation:** Roll out Variant B globally."
+        },
+        {
+          "id": "exp-1-progress",
+          "component": "Progress",
+          "value": 98,
+          "label": "Statistical Significance Target Met (98%)"
+        },
+        {
+          "id": "exp-2-card",
+          "component": "Card",
+          "variant": "sunk",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "exp-2-title",
+            "exp-2-tag",
+            "exp-2-body",
+            "exp-2-progress"
+          ]
+        },
+        {
+          "id": "exp-2-title",
+          "component": "Heading",
+          "text": "Exp #2: Dynamic Store Bundle Pricing",
+          "level": "h4"
+        },
+        {
+          "id": "exp-2-tag",
+          "component": "Tag",
+          "text": "Sample: 20% Segmented • Stat Confidence: 81.2% (Inconclusive)",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "exp-2-body",
+          "component": "TextContent",
+          "text": "• **ARPPU:** Control $4.80 vs Variant B **$5.12** (+6.6%)\n• **Conversion:** Control 3.2% vs Variant B **2.9%** (-0.3%)\n• **Status:** Needs 4 more days of run-time to reach 95% confidence."
+        },
+        {
+          "id": "exp-2-progress",
+          "component": "Progress",
+          "value": 81,
+          "label": "Statistical Significance Progress (81%)"
+        },
+        {
+          "id": "tab-moderation-support",
+          "component": "TabItem",
+          "value": "moderation_support",
+          "trigger": "🛡️ Moderation & Appeals",
+          "content": [
+            "mod-grid"
+          ]
+        },
+        {
+          "id": "mod-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "reports-card",
+            "appeals-card"
+          ]
+        },
+        {
+          "id": "reports-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "reports-header",
+            "reports-table"
+          ]
+        },
+        {
+          "id": "reports-header",
+          "component": "CardHeader",
+          "title": "Player Toxic Behavioral Reports (142 Awaiting Review)",
+          "subtitle": "Flagged chat, speed/wall hacking, and griefing complaints"
+        },
+        {
+          "id": "reports-table",
+          "component": "Table",
+          "columns": [
+            "col-rep-target",
+            "col-rep-reason",
+            "col-rep-count",
+            "col-rep-action"
+          ]
+        },
+        {
+          "id": "col-rep-target",
+          "component": "Col",
+          "label": "Reported Player",
+          "data": [
+            "xX_ShadowSniper_Xx",
+            "GoldSeller_Bot99",
+            "ToxicAvenger2024",
+            "NoobSlayer999"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rep-reason",
+          "component": "Col",
+          "label": "Category",
+          "data": [
+            "Movement Speed Hack",
+            "Spam / Real-Money Trade",
+            "Severe Voice Abuse",
+            "Match Throwing / Griefing"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rep-count",
+          "component": "Col",
+          "label": "Report Count",
+          "data": [
+            "18 Reports",
+            "142 Reports",
+            "7 Reports",
+            "5 Reports"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-rep-action",
+          "component": "Col",
+          "label": "Quick Action",
+          "data": [
+            "[Review Clip]",
+            "[Auto-Ban Bot]",
+            "[Mute Chat]",
+            "[Dismiss]"
+          ],
+          "type": "action"
+        },
+        {
+          "id": "appeals-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "appeals-header",
+            "appeals-table"
+          ]
+        },
+        {
+          "id": "appeals-header",
+          "component": "CardHeader",
+          "title": "Account Ban Appeals (38 Awaiting Review)",
+          "subtitle": "Contested bans submitted via support portal requiring human decision"
+        },
+        {
+          "id": "appeals-table",
+          "component": "Table",
+          "columns": [
+            "col-app-user",
+            "col-app-ban-reason",
+            "col-app-statement",
+            "col-app-decision"
+          ]
+        },
+        {
+          "id": "col-app-user",
+          "component": "Col",
+          "label": "Account",
+          "data": [
+            "DragonRider_92",
+            "KDA_God_420",
+            "CasualGamerMom"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-app-ban-reason",
+          "component": "Col",
+          "label": "Original Ban Reason",
+          "data": [
+            "AFK Automation Macro",
+            "Third-Party DLL Injection",
+            "Chargeback Dispute"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-app-statement",
+          "component": "Col",
+          "label": "Player Explanation Summary",
+          "data": [
+            "\"My mouse software had auto-clicker enabled for work\"",
+            "\"False positive from antivirus update on PC\"",
+            "\"Bank flagged purchase by mistake, invoice cleared\""
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-app-decision",
+          "component": "Col",
+          "label": "Verdict",
+          "data": [
+            "[Unban / Reject]",
+            "[Verify Logs]",
+            "[Unban & Restore]"
+          ],
+          "type": "action"
+        },
+        {
+          "id": "tab-patch-notes",
+          "component": "TabItem",
+          "value": "patch_notes",
+          "trigger": "📝 Patch Notes Studio",
+          "content": [
+            "patch-editor-card"
+          ]
+        },
+        {
+          "id": "patch-editor-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "patch-header",
+            "patch-form"
+          ]
+        },
+        {
+          "id": "patch-header",
+          "component": "CardHeader",
+          "title": "Draft & Publish Patch Notes",
+          "subtitle": "Compose public release notes for steam, launcher, and in-game news popups"
+        },
+        {
+          "id": "patch-form",
+          "component": "Form",
+          "name": "patch_notes_draft_form",
+          "fields": [
+            "patch-ver-control",
+            "patch-title-control",
+            "patch-body-control",
+            "patch-channels-control"
+          ],
+          "buttons": "patch-buttons"
+        },
+        {
+          "id": "patch-ver-control",
+          "component": "FormControl",
+          "label": "Patch Version Tag",
+          "input": "patch-version-input"
+        },
+        {
+          "id": "patch-version-input",
+          "component": "Input",
+          "name": "patch_version_tag",
+          "value": "v2.4.2 Major Balance Update"
+        },
+        {
+          "id": "patch-title-control",
+          "component": "FormControl",
+          "label": "Headline Title",
+          "input": "patch-headline-input"
+        },
+        {
+          "id": "patch-headline-input",
+          "component": "Input",
+          "name": "patch_headline",
+          "value": "Season 4 Balance Adjustments, Cyber-Ninja Buffs & Server Stability Fixes"
+        },
+        {
+          "id": "patch-body-control",
+          "component": "FormControl",
+          "label": "Patch Notes Content (Markdown Supported)",
+          "hint": "Include Hero Changes, Bug Fixes, Quality of Life updates, and Economy adjustments.",
+          "input": "patch-body-text"
+        },
+        {
+          "id": "patch-body-text",
+          "component": "TextArea",
+          "name": "patch_markdown_body",
+          "rows": 8,
+          "value": "### ⚔️ Hero Balance Changes\n- **Cyber-Ninja:** Base damage increased from 42 -> 46. Ultimate cooldown reduced by 5s.\n- **Void Mage:** Shield scaling ratio lowered from 0.8 -> 0.65.\n\n### 🐛 Bug Fixes & Stability\n- Resolved a memory leak causing FPS drops on NA-East server instances.\n- Fixed crash issue when opening store inventory while queued for matchmaking (#4821).\n\n### 💰 Store & Economy\n- Added 2x Gem Bonus promotion for Lunar Festival week."
+        },
+        {
+          "id": "patch-channels-control",
+          "component": "FormControl",
+          "label": "Publishing Distribution Channels",
+          "input": "patch-channels-group"
+        },
+        {
+          "id": "patch-channels-group",
+          "component": "CheckBoxGroup",
+          "name": "dist_channels",
+          "items": [
+            "chk-in-game",
+            "chk-steam",
+            "chk-discord",
+            "chk-website"
+          ]
+        },
+        {
+          "id": "chk-in-game",
+          "component": "CheckBoxItem",
+          "name": "chan_ingame",
+          "label": "In-Game News Popup",
+          "description": "Shows upon client startup",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-steam",
+          "component": "CheckBoxItem",
+          "name": "chan_steam",
+          "label": "Steam Community Hub",
+          "description": "Posts official Steam announcement",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-discord",
+          "component": "CheckBoxItem",
+          "name": "chan_discord",
+          "label": "Discord Webhook",
+          "description": "Pings #announcements channel",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-website",
+          "component": "CheckBoxItem",
+          "name": "chan_website",
+          "label": "Official Studio Web Portal",
+          "description": "Publishes to news blog",
+          "defaultChecked": false
+        },
+        {
+          "id": "patch-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-draft",
+            "btn-publish-patch"
+          ]
+        },
+        {
+          "id": "btn-save-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "btn-publish-patch",
+          "component": "Button",
+          "label": "🚀 Publish Patch Notes Now",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..6458d6ce3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-game__r4.txt
@@ -0,0 +1,895 @@
+Here is a live-ops dashboard for your game studio covering all live metrics, region statuses, moderation queues, active experiments, and quick operations.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "live-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Studio Live-Ops Engine"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "live-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "kpi-tabs",
+            "section-economy-monetization",
+            "section-ops-moderation",
+            "section-experiments-patching"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "focus-region-form",
+            "ops-alert"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Control Room Live Operations",
+          "subtitle": "Real-time telemetry, platform health, game economy & quick live-ops tools"
+        },
+        {
+          "id": "focus-region-form",
+          "component": "Form",
+          "name": "region_focus_form",
+          "fields": [
+            "region-select-control"
+          ],
+          "buttons": "region-focus-buttons"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Item 15: Focus on Specific Region",
+          "hint": "Filters regional telemetry, server status, and matchmaking queues",
+          "input": "region-select-input"
+        },
+        {
+          "id": "region-select-input",
+          "component": "Select",
+          "name": "target_region",
+          "placeholder": "Select Region...",
+          "items": [
+            "region-opt-all",
+            "region-opt-na-east",
+            "region-opt-na-west",
+            "region-opt-eu-central",
+            "region-opt-ap-east",
+            "region-opt-sa-east"
+          ]
+        },
+        {
+          "id": "region-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions (Global View)"
+        },
+        {
+          "id": "region-opt-na-east",
+          "component": "SelectItem",
+          "value": "na-east",
+          "label": "North America East"
+        },
+        {
+          "id": "region-opt-na-west",
+          "component": "SelectItem",
+          "value": "na-west",
+          "label": "North America West"
+        },
+        {
+          "id": "region-opt-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "EU Central"
+        },
+        {
+          "id": "region-opt-ap-east",
+          "component": "SelectItem",
+          "value": "ap-east",
+          "label": "Asia Pacific East"
+        },
+        {
+          "id": "region-opt-sa-east",
+          "component": "SelectItem",
+          "value": "sa-east",
+          "label": "South America East"
+        },
+        {
+          "id": "region-focus-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-apply-region"
+          ]
+        },
+        {
+          "id": "btn-apply-region",
+          "component": "Button",
+          "label": "Apply Region Focus",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "ops-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Global Status: Healthy",
+          "description": "All 5 core clusters operational. Season 4 Event 'Neon Horizon' active with 384,210 Concurrent Players."
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-player-metrics",
+            "tab-health-telemetry"
+          ]
+        },
+        {
+          "id": "tab-player-metrics",
+          "component": "TabItem",
+          "value": "players",
+          "trigger": "Player Metrics (CCU / DAU / MAU)",
+          "content": [
+            "players-kpi-card",
+            "session-chart-card"
+          ]
+        },
+        {
+          "id": "players-kpi-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-players-header",
+            "kpi-players-table"
+          ]
+        },
+        {
+          "id": "kpi-players-header",
+          "component": "CardHeader",
+          "title": "Player Population Summary",
+          "subtitle": "Items 1 & 2: Active player counts and engagement baseline"
+        },
+        {
+          "id": "kpi-players-table",
+          "component": "Table",
+          "columns": [
+            "col-player-metric",
+            "col-player-count",
+            "col-player-change",
+            "col-player-status"
+          ]
+        },
+        {
+          "id": "col-player-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "1. Players Online Right Now (CCU)",
+            "2. Daily Active Players (DAU)",
+            "2. Monthly Active Players (MAU)"
+          ]
+        },
+        {
+          "id": "col-player-count",
+          "component": "Col",
+          "label": "Count",
+          "type": "string",
+          "data": [
+            "384,210",
+            "2,450,800",
+            "14,890,000"
+          ]
+        },
+        {
+          "id": "col-player-change",
+          "component": "Col",
+          "label": "24h Shift",
+          "type": "string",
+          "data": [
+            "+12.4% vs peak",
+            "+4.1%",
+            "+8.7%"
+          ]
+        },
+        {
+          "id": "col-player-status",
+          "component": "Col",
+          "label": "Target Health",
+          "type": "string",
+          "data": [
+            "Optimal",
+            "On Target",
+            "Exceeding"
+          ]
+        },
+        {
+          "id": "session-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "session-chart-header",
+            "session-line-chart"
+          ]
+        },
+        {
+          "id": "session-chart-header",
+          "component": "CardHeader",
+          "title": "5. Average Session Length (Past 2 Weeks)",
+          "subtitle": "Average duration in minutes per player session (Daily)"
+        },
+        {
+          "id": "session-line-chart",
+          "component": "LineChart",
+          "xLabel": "Days Ago",
+          "yLabel": "Minutes",
+          "variant": "natural",
+          "labels": [
+            "14d ago",
+            "12d ago",
+            "10d ago",
+            "8d ago",
+            "6d ago",
+            "4d ago",
+            "2d ago",
+            "Today"
+          ],
+          "series": [
+            "series-session-length"
+          ]
+        },
+        {
+          "id": "series-session-length",
+          "component": "Series",
+          "category": "Avg Session Duration (Mins)",
+          "values": [
+            42,
+            45,
+            44,
+            48,
+            52,
+            55,
+            53,
+            58
+          ]
+        },
+        {
+          "id": "tab-health-telemetry",
+          "component": "TabItem",
+          "value": "telemetry",
+          "trigger": "Server Health & Crashes",
+          "content": [
+            "server-health-card",
+            "crash-rate-card"
+          ]
+        },
+        {
+          "id": "server-health-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "server-health-header",
+            "server-health-table"
+          ]
+        },
+        {
+          "id": "server-health-header",
+          "component": "CardHeader",
+          "title": "7. Server Region & Cluster Health",
+          "subtitle": "Real-time latency, load percentage, and region state"
+        },
+        {
+          "id": "server-health-table",
+          "component": "Table",
+          "columns": [
+            "col-region-name",
+            "col-region-load",
+            "col-region-ping",
+            "col-region-status"
+          ]
+        },
+        {
+          "id": "col-region-name",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": [
+            "NA-East (Virginia)",
+            "NA-West (Oregon)",
+            "EU-Central (Frankfurt)",
+            "AP-East (Tokyo)",
+            "SA-East (São Paulo)"
+          ]
+        },
+        {
+          "id": "col-region-load",
+          "component": "Col",
+          "label": "Capacity Load",
+          "type": "string",
+          "data": [
+            "78%",
+            "62%",
+            "89%",
+            "54%",
+            "41%"
+          ]
+        },
+        {
+          "id": "col-region-ping",
+          "component": "Col",
+          "label": "Avg Latency",
+          "type": "string",
+          "data": [
+            "24ms",
+            "31ms",
+            "18ms",
+            "42ms",
+            "68ms"
+          ]
+        },
+        {
+          "id": "col-region-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "Healthy",
+            "Healthy",
+            "High Load",
+            "Healthy",
+            "Healthy"
+          ]
+        },
+        {
+          "id": "crash-rate-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "crash-chart-header",
+            "crash-bar-chart"
+          ]
+        },
+        {
+          "id": "crash-chart-header",
+          "component": "CardHeader",
+          "title": "8. Crash Rate by App Version",
+          "subtitle": "Percentage of crash-free sessions and crash rates per 1,000 sessions"
+        },
+        {
+          "id": "crash-bar-chart",
+          "component": "BarChart",
+          "xLabel": "App Version",
+          "yLabel": "Crashes / 1k Sessions",
+          "variant": "grouped",
+          "labels": [
+            "v2.4.0 (Latest)",
+            "v2.3.9 (Prev)",
+            "v2.3.8 (Legacy)",
+            "v2.4.1-rc (Beta)"
+          ],
+          "series": [
+            "series-crash-rates"
+          ]
+        },
+        {
+          "id": "series-crash-rates",
+          "component": "Series",
+          "category": "Crash Rate / 1,000 Sessions",
+          "values": [
+            1.2,
+            0.8,
+            2.4,
+            4.1
+          ]
+        },
+        {
+          "id": "section-economy-monetization",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "eco-header",
+            "eco-kpis-table",
+            "bestsellers-table"
+          ]
+        },
+        {
+          "id": "eco-header",
+          "component": "CardHeader",
+          "title": "Monetization & In-Game Economy",
+          "subtitle": "Items 3, 4, 6 & 12: Financial breakdown, seller metrics, and inflation indicators"
+        },
+        {
+          "id": "eco-kpis-table",
+          "component": "Table",
+          "columns": [
+            "col-mon-metric",
+            "col-mon-val",
+            "col-mon-detail"
+          ]
+        },
+        {
+          "id": "col-mon-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "3. Revenue Today (Gross)",
+            "4. Revenue Per User (ARPDAU)",
+            "12. In-Game Currency Inflation"
+          ]
+        },
+        {
+          "id": "col-mon-val",
+          "component": "Col",
+          "label": "Current Value",
+          "type": "string",
+          "data": [
+            "$142,850.00",
+            "$0.0583",
+            "+2.1% WoW (Gold Sinks Active)"
+          ]
+        },
+        {
+          "id": "col-mon-detail",
+          "component": "Col",
+          "label": "Benchmark Context",
+          "type": "string",
+          "data": [
+            "+18% vs daily target",
+            "ARPU Monthly: $1.82",
+            "Total In-Game Sink: 42.1M Gold/hr"
+          ]
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": [
+            "col-item-rank",
+            "col-item-name",
+            "col-item-units",
+            "col-item-gross"
+          ]
+        },
+        {
+          "id": "col-item-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": [
+            "#1",
+            "#2",
+            "#3",
+            "#4"
+          ]
+        },
+        {
+          "id": "col-item-name",
+          "component": "Col",
+          "label": "6. Best-Selling Store Items",
+          "type": "string",
+          "data": [
+            "Neon Genesis Battle Pass (Season 4)",
+            "Cyber-Dragoon Weapon Skin",
+            "1,000 (+100 Bonus) Gem Pack",
+            "Cyber-Steed Mount Pack"
+          ]
+        },
+        {
+          "id": "col-item-units",
+          "component": "Col",
+          "label": "Units Sold Today",
+          "type": "number",
+          "data": [
+            18420,
+            12100,
+            9850,
+            4310
+          ]
+        },
+        {
+          "id": "col-item-gross",
+          "component": "Col",
+          "label": "Total Revenue",
+          "type": "string",
+          "data": [
+            "$183,210.00",
+            "$60,500.00",
+            "$98,500.00",
+            "$43,100.00"
+          ]
+        },
+        {
+          "id": "section-ops-moderation",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "ops-events-header",
+            "events-list",
+            "mod-queues-header",
+            "mod-queues-table"
+          ]
+        },
+        {
+          "id": "ops-events-header",
+          "component": "CardHeader",
+          "title": "9. Live Events Running & Upcoming",
+          "subtitle": "Current and scheduled live ops campaigns"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "event-item-1",
+            "event-item-2",
+            "event-item-3"
+          ]
+        },
+        {
+          "id": "event-item-1",
+          "component": "ListItem",
+          "title": "[LIVE] Neon Horizon Season Launch",
+          "subtitle": "Status: Active | Multiplier: 2x XP | Ends in: 4 days 12 hrs",
+          "actionLabel": "Manage Event"
+        },
+        {
+          "id": "event-item-2",
+          "component": "ListItem",
+          "title": "[UPCOMING] Mid-Season Boss Raid Blitz",
+          "subtitle": "Starts: Friday @ 18:00 UTC | Duration: 72 hours | Region: Global",
+          "actionLabel": "Preview Config"
+        },
+        {
+          "id": "event-item-3",
+          "component": "ListItem",
+          "title": "[UPCOMING] Double Gold Weekend",
+          "subtitle": "Starts: Next Week | Objective: Counteract gold sink imbalance",
+          "actionLabel": "Schedule"
+        },
+        {
+          "id": "mod-queues-header",
+          "component": "CardHeader",
+          "title": "Trust & Safety Queue Status",
+          "subtitle": "Items 10 & 11: Pending moderation and appeals review tasks"
+        },
+        {
+          "id": "mod-queues-table",
+          "component": "Table",
+          "columns": [
+            "col-queue-type",
+            "col-queue-count",
+            "col-queue-sla",
+            "col-queue-priority"
+          ]
+        },
+        {
+          "id": "col-queue-type",
+          "component": "Col",
+          "label": "Queue Category",
+          "type": "string",
+          "data": [
+            "10. Player Reports Awaiting Review",
+            "11. Ban Appeals Awaiting Review"
+          ]
+        },
+        {
+          "id": "col-queue-count",
+          "component": "Col",
+          "label": "Items Awaiting Review",
+          "type": "number",
+          "data": [
+            1428,
+            184
+          ]
+        },
+        {
+          "id": "col-queue-sla",
+          "component": "Col",
+          "label": "Avg SLA Response",
+          "type": "string",
+          "data": [
+            "3.2 Hours",
+            "14.1 Hours"
+          ]
+        },
+        {
+          "id": "col-queue-priority",
+          "component": "Col",
+          "label": "Urgent Escalate",
+          "type": "string",
+          "data": [
+            "42 High Severity",
+            "12 Partner/VIP"
+          ]
+        },
+        {
+          "id": "section-experiments-patching",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "exp-header",
+            "exp-table",
+            "patch-hotfix-tabs"
+          ]
+        },
+        {
+          "id": "exp-header",
+          "component": "CardHeader",
+          "title": "13. Results of Running Experiments",
+          "subtitle": "A/B feature flags, economy tweaks, and matchmaking variant tests"
+        },
+        {
+          "id": "exp-table",
+          "component": "Table",
+          "columns": [
+            "col-exp-name",
+            "col-exp-variants",
+            "col-exp-metric",
+            "col-exp-winner"
+          ]
+        },
+        {
+          "id": "col-exp-name",
+          "component": "Col",
+          "label": "Experiment Name",
+          "type": "string",
+          "data": [
+            "EXP-104: Onboarding Flow Revamp",
+            "EXP-108: Dynamic Matchmaking Window"
+          ]
+        },
+        {
+          "id": "col-exp-variants",
+          "component": "Col",
+          "label": "Sample Allocation",
+          "type": "string",
+          "data": [
+            "50% Control / 50% Variant A",
+            "80% Control / 20% Variant B"
+          ]
+        },
+        {
+          "id": "col-exp-metric",
+          "component": "Col",
+          "label": "Primary Metric Result",
+          "type": "string",
+          "data": [
+            "+6.2% D1 Retention (Variant A)",
+            "-18% Queue Time, +0.4% Drop Rate"
+          ]
+        },
+        {
+          "id": "col-exp-winner",
+          "component": "Col",
+          "label": "Statistical Significance",
+          "type": "string",
+          "data": [
+            "p = 0.012 (Significant Win)",
+            "p = 0.081 (Inconclusive)"
+          ]
+        },
+        {
+          "id": "patch-hotfix-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-patch-notes",
+            "tab-ship-hotfix"
+          ]
+        },
+        {
+          "id": "tab-patch-notes",
+          "component": "TabItem",
+          "value": "patch_notes",
+          "trigger": "14. Draft Patch Notes",
+          "content": [
+            "patch-notes-form"
+          ]
+        },
+        {
+          "id": "patch-notes-form",
+          "component": "Form",
+          "name": "patch_notes_draft_form",
+          "fields": [
+            "patch-version-control",
+            "patch-content-control"
+          ],
+          "buttons": "patch-buttons"
+        },
+        {
+          "id": "patch-version-control",
+          "component": "FormControl",
+          "label": "Target Version Tag",
+          "hint": "e.g., v2.4.1 Public Release Notes",
+          "input": "patch-version-input"
+        },
+        {
+          "id": "patch-version-input",
+          "component": "Input",
+          "name": "patch_version",
+          "placeholder": "v2.4.1",
+          "value": "v2.4.1"
+        },
+        {
+          "id": "patch-content-control",
+          "component": "FormControl",
+          "label": "Patch Notes Content (Markdown Supported)",
+          "hint": "Draft notes for client launcher, steam news, and in-game bulletin",
+          "input": "patch-content-textarea"
+        },
+        {
+          "id": "patch-content-textarea",
+          "component": "TextArea",
+          "name": "patch_content",
+          "rows": 4,
+          "placeholder": "### Balance Changes\n- Reduced Raygun cooldown by 10%\n- Fixed weapon clipping in NA servers\n\n### Bug Fixes\n- Resolved crash on inventory full",
+          "value": "### Balance Changes\n- Reduced Plasma Rifle heat decay delay from 1.2s to 0.9s\n- Adjusted Season Pass XP scaling for Levels 40-50\n\n### Bug Fixes\n- Resolved rare server crash when joining full lobbies in EU Central"
+        },
+        {
+          "id": "patch-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-save-patch-draft",
+            "btn-publish-patch-notes"
+          ]
+        },
+        {
+          "id": "btn-save-patch-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "btn-publish-patch-notes",
+          "component": "Button",
+          "label": "Publish Patch Notes",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-ship-hotfix",
+          "component": "TabItem",
+          "value": "ship_hotfix",
+          "trigger": "16. Ship Hotfix",
+          "content": [
+            "hotfix-warning-callout",
+            "hotfix-form"
+          ]
+        },
+        {
+          "id": "hotfix-warning-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Emergency Live Hotfix Deployment",
+          "description": "Deploying a server hotfix will perform a zero-downtime rolling update across target region clusters."
+        },
+        {
+          "id": "hotfix-form",
+          "component": "Form",
+          "name": "ship_hotfix_form",
+          "fields": [
+            "hotfix-target-region-control",
+            "hotfix-build-control",
+            "hotfix-reason-control"
+          ],
+          "buttons": "hotfix-buttons"
+        },
+        {
+          "id": "hotfix-target-region-control",
+          "component": "FormControl",
+          "label": "Target Region Cluster",
+          "hint": "Select ALL for global rollout or specific region for staging",
+          "input": "hotfix-target-region-select"
+        },
+        {
+          "id": "hotfix-target-region-select",
+          "component": "Select",
+          "name": "hotfix_region",
+          "placeholder": "Select Deployment Target...",
+          "items": [
+            "hotfix-opt-all",
+            "hotfix-opt-eu",
+            "hotfix-opt-na"
+          ]
+        },
+        {
+          "id": "hotfix-opt-all",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Server Regions)"
+        },
+        {
+          "id": "hotfix-opt-eu",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "EU Central Only"
+        },
+        {
+          "id": "hotfix-opt-na",
+          "component": "SelectItem",
+          "value": "na-east",
+          "label": "NA East Only"
+        },
+        {
+          "id": "hotfix-build-control",
+          "component": "FormControl",
+          "label": "Hotfix Build Artifact ID",
+          "hint": "Verified build pipeline hash from CI/CD",
+          "input": "hotfix-build-input"
+        },
+        {
+          "id": "hotfix-build-input",
+          "component": "Input",
+          "name": "hotfix_build_id",
+          "placeholder": "build-2023-10-24-v2.4.0-hf3",
+          "value": "build-2023-10-24-v2.4.0-hf3"
+        },
+        {
+          "id": "hotfix-reason-control",
+          "component": "FormControl",
+          "label": "Hotfix Justification / Summary",
+          "hint": "Audit log entry required for hotfix authorization",
+          "input": "hotfix-reason-input"
+        },
+        {
+          "id": "hotfix-reason-input",
+          "component": "Input",
+          "name": "hotfix_reason",
+          "placeholder": "Fixing memory leak in physics worker threads",
+          "value": "Fixing memory leak in physics worker threads under high CCU"
+        },
+        {
+          "id": "hotfix-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-deploy-hotfix"
+          ]
+        },
+        {
+          "id": "btn-deploy-hotfix",
+          "component": "Button",
+          "label": "Authorize & Deploy Hotfix Now",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..d8f4b98b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r1.txt
@@ -0,0 +1,989 @@
+Here is a factory floor supervisor's console covering all 17 operational tracking and management points.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F52BA",
+        "agentDisplayName": "Industrial Ops Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "andon-alert-banner",
+            "kpi-summary-card",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "header-info",
+            "header-actions"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "Factory Floor Supervisor Console",
+          "subtitle": "Plant #4 - Metal Fabrication & Polymer Assembly | Shift A (06:00 - 14:00)"
+        },
+        {
+          "id": "header-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "export-shift-btn"
+          ]
+        },
+        {
+          "id": "export-shift-btn",
+          "component": "Button",
+          "label": "Export Shift Report (PDF/CSV)",
+          "variant": "primary",
+          "action": ["exportShiftReport"]
+        },
+        {
+          "id": "andon-alert-banner",
+          "component": "Alert",
+          "title": "LIVE ANDON ALERT - Production Line 2 Paused",
+          "description": "Feed jam detected at Stamping Station B. Operator flagged material obstruction at 10:42 AM. Maintenance dispatched.",
+          "variant": "destructive"
+        },
+        {
+          "id": "kpi-summary-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "kpi-title",
+            "kpi-grid"
+          ]
+        },
+        {
+          "id": "kpi-title",
+          "component": "Heading",
+          "text": "Plant Real-Time Performance",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": [
+            "kpi-oee",
+            "kpi-units",
+            "kpi-energy",
+            "kpi-safety"
+          ]
+        },
+        {
+          "id": "kpi-oee",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "oee-label",
+            "oee-val",
+            "oee-progress"
+          ]
+        },
+        {
+          "id": "oee-label",
+          "component": "TextContent",
+          "text": "Overall Equipment Effectiveness (OEE)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "oee-val",
+          "component": "Heading",
+          "text": "84.2%",
+          "level": "h2"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "Target: 85.0%"
+        },
+        {
+          "id": "kpi-units",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "units-label",
+            "units-val",
+            "units-progress"
+          ]
+        },
+        {
+          "id": "units-label",
+          "component": "TextContent",
+          "text": "Today's Target vs Actual Units",
+          "size": "small-heavy"
+        },
+        {
+          "id": "units-val",
+          "component": "Heading",
+          "text": "7,450 / 9,000",
+          "level": "h2"
+        },
+        {
+          "id": "units-progress",
+          "component": "Progress",
+          "value": 82.7,
+          "label": "82.7% Daily Target Met"
+        },
+        {
+          "id": "kpi-energy",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "energy-label",
+            "energy-val",
+            "energy-badge"
+          ]
+        },
+        {
+          "id": "energy-label",
+          "component": "TextContent",
+          "text": "Today's Energy Usage",
+          "size": "small-heavy"
+        },
+        {
+          "id": "energy-val",
+          "component": "Heading",
+          "text": "3,240 kWh",
+          "level": "h2"
+        },
+        {
+          "id": "energy-badge",
+          "component": "Badge",
+          "text": "-4.1% vs Daily Peak Average",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-safety",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "safety-label",
+            "safety-val",
+            "safety-tags"
+          ]
+        },
+        {
+          "id": "safety-label",
+          "component": "TextContent",
+          "text": "Safety & Incidents",
+          "size": "small-heavy"
+        },
+        {
+          "id": "safety-val",
+          "component": "Heading",
+          "text": "142 Days Incident-Free",
+          "level": "h2"
+        },
+        {
+          "id": "safety-tags",
+          "component": "TagBlock",
+          "tags": ["YTD Incidents: 1 (Minor)", "Status: Green"]
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-lines",
+            "tab-maintenance",
+            "tab-inventory-quality",
+            "tab-analytics"
+          ]
+        },
+        {
+          "id": "tab-lines",
+          "component": "TabItem",
+          "value": "lines",
+          "trigger": "Production Lines & Focus View",
+          "content": [
+            "line-filter-card",
+            "lines-table-card"
+          ]
+        },
+        {
+          "id": "line-filter-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "filter-label",
+            "line-select"
+          ]
+        },
+        {
+          "id": "filter-label",
+          "component": "TextContent",
+          "text": "Focus Line View:",
+          "size": "small-heavy"
+        },
+        {
+          "id": "line-select",
+          "component": "Select",
+          "name": "lineFocus",
+          "placeholder": "Select Line to Focus...",
+          "items": [
+            "select-line-all",
+            "select-line-1",
+            "select-line-2",
+            "select-line-3",
+            "select-line-4"
+          ]
+        },
+        {
+          "id": "select-line-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Production Lines"
+        },
+        {
+          "id": "select-line-1",
+          "component": "SelectItem",
+          "value": "line-1",
+          "label": "Line 1 - Heavy Stamping (Running)"
+        },
+        {
+          "id": "select-line-2",
+          "component": "SelectItem",
+          "value": "line-2",
+          "label": "Line 2 - Injection Molding (Andon Hold)"
+        },
+        {
+          "id": "select-line-3",
+          "component": "SelectItem",
+          "value": "line-3",
+          "label": "Line 3 - Polymer Assembly (Running)"
+        },
+        {
+          "id": "select-line-4",
+          "component": "SelectItem",
+          "value": "line-4",
+          "label": "Line 4 - Packaging & Palletizing (Maintenance)"
+        },
+        {
+          "id": "lines-table-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "lines-table-title",
+            "lines-table"
+          ]
+        },
+        {
+          "id": "lines-table-title",
+          "component": "Heading",
+          "text": "Production Line Status & Output Rates",
+          "level": "h4"
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": [
+            "col-line-id",
+            "col-line-name",
+            "col-line-status",
+            "col-line-rate",
+            "col-line-target",
+            "col-line-oee"
+          ]
+        },
+        {
+          "id": "col-line-id",
+          "component": "Col",
+          "label": "Line ID",
+          "type": "string",
+          "data": ["L-01", "L-02", "L-03", "L-04"]
+        },
+        {
+          "id": "col-line-name",
+          "component": "Col",
+          "label": "Line Name",
+          "type": "string",
+          "data": ["Heavy Stamping", "Injection Molding", "Polymer Assembly", "Packaging & Palletizing"]
+        },
+        {
+          "id": "col-line-status",
+          "component": "Col",
+          "label": "Current Status",
+          "type": "string",
+          "data": ["Running", "ANDON STOP - Feed Jam", "Running", "Scheduled Maintenance"]
+        },
+        {
+          "id": "col-line-rate",
+          "component": "Col",
+          "label": "Rate (Units/Hr)",
+          "type": "number",
+          "data": [420, 0, 310, 0]
+        },
+        {
+          "id": "col-line-target",
+          "component": "Col",
+          "label": "Target Rate",
+          "type": "number",
+          "data": [400, 380, 300, 500]
+        },
+        {
+          "id": "col-line-oee",
+          "component": "Col",
+          "label": "Line OEE",
+          "type": "string",
+          "data": ["88.5%", "54.2%", "91.0%", "72.0%"]
+        },
+        {
+          "id": "tab-maintenance",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "Maintenance & Work Orders",
+          "content": [
+            "maint-split-container"
+          ]
+        },
+        {
+          "id": "maint-split-container",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": [
+            "due-maint-card",
+            "schedule-form-card",
+            "work-orders-card"
+          ]
+        },
+        {
+          "id": "due-maint-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "due-maint-title",
+            "due-maint-list"
+          ]
+        },
+        {
+          "id": "due-maint-title",
+          "component": "Heading",
+          "text": "Machines Due for Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "due-maint-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "due-item-1",
+            "due-item-2",
+            "due-item-3"
+          ]
+        },
+        {
+          "id": "due-item-1",
+          "component": "ListItem",
+          "title": "CNC Stamping Press #3",
+          "subtitle": "500-hr Hydraulic Fluid Change | Overdue by 12 hrs",
+          "actionLabel": "High Priority"
+        },
+        {
+          "id": "due-item-2",
+          "component": "ListItem",
+          "title": "Robotic Arm Cell B",
+          "subtitle": "Axis Joint Lubrication & Calibration | Due Today",
+          "actionLabel": "Medium Priority"
+        },
+        {
+          "id": "due-item-3",
+          "component": "ListItem",
+          "title": "Heat Sealer Line 4",
+          "subtitle": "Heating Element Replacement | Due in 2 Days",
+          "actionLabel": "Scheduled"
+        },
+        {
+          "id": "schedule-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "schedule-form-title",
+            "schedule-form"
+          ]
+        },
+        {
+          "id": "schedule-form-title",
+          "component": "Heading",
+          "text": "Schedule Machine Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "scheduleMaintForm",
+          "fields": [
+            "form-field-machine",
+            "form-field-date",
+            "form-field-notes"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "form-field-machine",
+          "component": "FormControl",
+          "label": "Select Machine",
+          "input": "machine-select"
+        },
+        {
+          "id": "machine-select",
+          "component": "Select",
+          "name": "targetMachine",
+          "placeholder": "Choose Equipment...",
+          "items": [
+            "m-item-1",
+            "m-item-2",
+            "m-item-3",
+            "m-item-4"
+          ]
+        },
+        {
+          "id": "m-item-1",
+          "component": "SelectItem",
+          "value": "press-3",
+          "label": "CNC Stamping Press #3"
+        },
+        {
+          "id": "m-item-2",
+          "component": "SelectItem",
+          "value": "robot-b",
+          "label": "Robotic Arm Cell B"
+        },
+        {
+          "id": "m-item-3",
+          "component": "SelectItem",
+          "value": "sealer-4",
+          "label": "Heat Sealer Line 4"
+        },
+        {
+          "id": "m-item-4",
+          "component": "SelectItem",
+          "value": "molder-2",
+          "label": "Injection Press Line 2"
+        },
+        {
+          "id": "form-field-date",
+          "component": "FormControl",
+          "label": "Maintenance Date",
+          "input": "maint-datepicker"
+        },
+        {
+          "id": "maint-datepicker",
+          "component": "DatePicker",
+          "name": "maintenanceDate",
+          "mode": "single"
+        },
+        {
+          "id": "form-field-notes",
+          "component": "FormControl",
+          "label": "Work Order Description",
+          "input": "maint-notes"
+        },
+        {
+          "id": "maint-notes",
+          "component": "TextArea",
+          "name": "workDescription",
+          "placeholder": "Enter maintenance tasks or symptoms...",
+          "rows": 3
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "submit-maint-btn"
+          ]
+        },
+        {
+          "id": "submit-maint-btn",
+          "component": "Button",
+          "label": "Create & Schedule Work Order",
+          "variant": "primary",
+          "action": ["submitMaintenanceSchedule"]
+        },
+        {
+          "id": "work-orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "wo-title",
+            "wo-table"
+          ]
+        },
+        {
+          "id": "wo-title",
+          "component": "Heading",
+          "text": "Open Work Orders & Priorities",
+          "level": "h4"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": [
+            "col-wo-id",
+            "col-wo-machine",
+            "col-wo-issue",
+            "col-wo-priority",
+            "col-wo-status"
+          ]
+        },
+        {
+          "id": "col-wo-id",
+          "component": "Col",
+          "label": "WO #",
+          "type": "string",
+          "data": ["WO-8821", "WO-8819", "WO-8804", "WO-8792"]
+        },
+        {
+          "id": "col-wo-machine",
+          "component": "Col",
+          "label": "Equipment",
+          "type": "string",
+          "data": ["Injection Press Line 2", "CNC Stamping Press #3", "Conveyor Belt L1", "Cooling Tower B"]
+        },
+        {
+          "id": "col-wo-issue",
+          "component": "Col",
+          "label": "Issue Summary",
+          "type": "string",
+          "data": ["Feed Jam & Sensor Error", "Hydraulic Pressure Drop", "Roller Misalignment", "Filter Flushing Needed"]
+        },
+        {
+          "id": "col-wo-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["CRITICAL", "HIGH", "MEDIUM", "LOW"]
+        },
+        {
+          "id": "col-wo-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Progress", "Scheduled", "Parts Pending", "Open"]
+        },
+        {
+          "id": "tab-inventory-quality",
+          "component": "TabItem",
+          "value": "inventory-quality",
+          "trigger": "Raw Stock, Suppliers & Quality Holds",
+          "content": [
+            "inv-quality-grid"
+          ]
+        },
+        {
+          "id": "inv-quality-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": [
+            "stock-card",
+            "deliveries-card",
+            "quality-hold-card"
+          ]
+        },
+        {
+          "id": "stock-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "stock-title",
+            "stock-steel",
+            "stock-resin",
+            "stock-pkg"
+          ]
+        },
+        {
+          "id": "stock-title",
+          "component": "Heading",
+          "text": "Current Raw Material Stock",
+          "level": "h4"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "steel-lbl",
+            "steel-prog"
+          ]
+        },
+        {
+          "id": "steel-lbl",
+          "component": "TextContent",
+          "text": "Coil Steel Stock: 42.5 Tons (Sufficient for 3.5 Days)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "steel-prog",
+          "component": "Progress",
+          "value": 70,
+          "label": "Safety Threshold: 15 Tons"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "resin-lbl",
+            "resin-prog"
+          ]
+        },
+        {
+          "id": "resin-lbl",
+          "component": "TextContent",
+          "text": "Polymer Resin Pellets: 8.2 Tons (LOW STOCK)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "resin-prog",
+          "component": "Progress",
+          "value": 28,
+          "label": "Reorder Level Reached"
+        },
+        {
+          "id": "stock-pkg",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "pkg-lbl",
+            "pkg-prog"
+          ]
+        },
+        {
+          "id": "pkg-lbl",
+          "component": "TextContent",
+          "text": "Packaging & Corrugated Boxes: 14,000 Units",
+          "size": "small-heavy"
+        },
+        {
+          "id": "pkg-prog",
+          "component": "Progress",
+          "value": 85,
+          "label": "Sufficient for 6 Days"
+        },
+        {
+          "id": "deliveries-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "del-title",
+            "del-table"
+          ]
+        },
+        {
+          "id": "del-title",
+          "component": "Heading",
+          "text": "Supplier Deliveries Due This Week",
+          "level": "h4"
+        },
+        {
+          "id": "del-table",
+          "component": "Table",
+          "columns": [
+            "col-del-date",
+            "col-del-supplier",
+            "col-del-item",
+            "col-del-qty",
+            "col-del-status"
+          ]
+        },
+        {
+          "id": "col-del-date",
+          "component": "Col",
+          "label": "ETA Date",
+          "type": "string",
+          "data": ["Today 14:00", "Tomorrow 09:00", "Thu Oct 24", "Fri Oct 25"]
+        },
+        {
+          "id": "col-del-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "type": "string",
+          "data": ["Apex Polymer Corp", "Midwest Steel Inc", "PackPro Logistics", "Precision Fasteners"]
+        },
+        {
+          "id": "col-del-item",
+          "component": "Col",
+          "label": "Material",
+          "type": "string",
+          "data": ["HDPE Resin Pellets", "CR Sheet Steel", "Corrugated Cartons", "M6 Hex Bolts"]
+        },
+        {
+          "id": "col-del-qty",
+          "component": "Col",
+          "label": "Quantity",
+          "type": "string",
+          "data": ["12.0 Tons", "25.0 Tons", "5,000 Units", "50,000 Pcs"]
+        },
+        {
+          "id": "col-del-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Transit (On Time)", "Confirmed", "Scheduled", "Pending Dispatch"]
+        },
+        {
+          "id": "quality-hold-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "hold-title",
+            "hold-callout",
+            "hold-table"
+          ]
+        },
+        {
+          "id": "hold-title",
+          "component": "Heading",
+          "text": "Batches on Quality Hold",
+          "level": "h4"
+        },
+        {
+          "id": "hold-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Quality Quarantine Active",
+          "description": "2 batches require QA supervisor disposition approval before release to packaging."
+        },
+        {
+          "id": "hold-table",
+          "component": "Table",
+          "columns": [
+            "col-hold-batch",
+            "col-hold-line",
+            "col-hold-reason",
+            "col-hold-qty",
+            "col-hold-time"
+          ]
+        },
+        {
+          "id": "col-hold-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "type": "string",
+          "data": ["BAT-2024-0981", "BAT-2024-0985"]
+        },
+        {
+          "id": "col-hold-line",
+          "component": "Col",
+          "label": "Line",
+          "type": "string",
+          "data": ["Line 2", "Line 1"]
+        },
+        {
+          "id": "col-hold-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "type": "string",
+          "data": ["Wall Thickness Variation (>0.5mm)", "Surface Scratches on Coating"]
+        },
+        {
+          "id": "col-hold-qty",
+          "component": "Col",
+          "label": "Held Units",
+          "type": "number",
+          "data": [450, 120]
+        },
+        {
+          "id": "col-hold-time",
+          "component": "Col",
+          "label": "Quarantine Time",
+          "type": "string",
+          "data": ["3 hrs ago", "45 mins ago"]
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Historical Analytics & Loss Breakdown",
+          "content": [
+            "analytics-grid"
+          ]
+        },
+        {
+          "id": "analytics-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": [
+            "defect-chart-card",
+            "downtime-chart-card",
+            "shift-comparison-card"
+          ]
+        },
+        {
+          "id": "defect-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "defect-chart-title",
+            "defect-line-chart"
+          ]
+        },
+        {
+          "id": "defect-chart-title",
+          "component": "Heading",
+          "text": "Defect Rate Over Past Month (%)",
+          "level": "h4"
+        },
+        {
+          "id": "defect-line-chart",
+          "component": "LineChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4 (Current)"],
+          "variant": "natural",
+          "xLabel": "Timeline",
+          "yLabel": "Defect Rate %",
+          "series": [
+            "series-defects"
+          ]
+        },
+        {
+          "id": "series-defects",
+          "component": "Series",
+          "category": "Defect Percentage",
+          "values": [2.4, 1.9, 1.5, 1.2]
+        },
+        {
+          "id": "downtime-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "downtime-chart-title",
+            "downtime-pie-chart"
+          ]
+        },
+        {
+          "id": "downtime-chart-title",
+          "component": "Heading",
+          "text": "Downtime Split by Cause (Hours - Month to Date)",
+          "level": "h4"
+        },
+        {
+          "id": "downtime-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Mechanical Failure", "Material Starvation", "Changeovers", "Operator Absence", "Power / Utility Fluke"],
+          "values": [18.5, 12.0, 9.5, 4.0, 2.0]
+        },
+        {
+          "id": "shift-comparison-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "shift-chart-title",
+            "shift-bar-chart"
+          ]
+        },
+        {
+          "id": "shift-chart-title",
+          "component": "Heading",
+          "text": "Shift Output Comparison (Units Produced Today)",
+          "level": "h4"
+        },
+        {
+          "id": "shift-bar-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Shifts",
+          "yLabel": "Units Produced",
+          "labels": ["Shift A (Morning)", "Shift B (Afternoon)", "Shift C (Night)"],
+          "series": [
+            "series-shift-actual",
+            "series-shift-target"
+          ]
+        },
+        {
+          "id": "series-shift-actual",
+          "component": "Series",
+          "category": "Actual Units",
+          "values": [3100, 2850, 1500]
+        },
+        {
+          "id": "series-shift-target",
+          "component": "Series",
+          "category": "Target Units",
+          "values": [3000, 3000, 3000]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..cea473af0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r2.txt
@@ -0,0 +1,940 @@
+Here is a comprehensive Factory Floor Supervisor Console covering all 17 operational requirements in a clear, real-time dashboard layout.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0284C7",
+        "agentDisplayName": "Factory Ops Intelligence"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "top-bar",
+            "andon-section",
+            "kpi-section",
+            "focus-section",
+            "line-status-card",
+            "middle-grid",
+            "bottom-grid",
+            "action-grid"
+          ]
+        },
+        {
+          "id": "top-bar",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-info",
+            "export-btn"
+          ]
+        },
+        {
+          "id": "header-info",
+          "component": "CardHeader",
+          "title": "Factory Floor Control Console",
+          "subtitle": "Plant #4 - Shift A (06:00 - 14:00) | Live Supervisor Dashboard"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Shift Report (PDF/XLS)",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "andon-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "andon-header",
+            "andon-alert-1",
+            "andon-alert-2"
+          ]
+        },
+        {
+          "id": "andon-header",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Live Andon Alerts (Requirement 16)"
+        },
+        {
+          "id": "andon-alert-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Line 3 - E-Stop Triggered",
+          "description": "Station 4 emergency stop pressed at 10:14 AM. Operator reported material jam on feeder belt."
+        },
+        {
+          "id": "andon-alert-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Line 1 - Feeder Low Material Warning",
+          "description": "Resin hopper buffer below 15% capacity. Refill dispatch requested."
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "oee-card",
+            "target-card",
+            "safety-card",
+            "energy-card"
+          ]
+        },
+        {
+          "id": "oee-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "oee-title",
+            "oee-progress",
+            "oee-desc"
+          ]
+        },
+        {
+          "id": "oee-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Overall Equipment Effectiveness (OEE) (Req 1)"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 84.5,
+          "label": "84.5% (Target: 85.0%)"
+        },
+        {
+          "id": "oee-desc",
+          "component": "TextContent",
+          "text": "Availability: 91% | Performance: 95% | Quality: 97.8%",
+          "size": "small"
+        },
+        {
+          "id": "target-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "target-title",
+            "target-progress",
+            "target-desc"
+          ]
+        },
+        {
+          "id": "target-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Units Produced Today (Req 2)"
+        },
+        {
+          "id": "target-progress",
+          "component": "Progress",
+          "value": 73.6,
+          "label": "9,200 / 12,500 units"
+        },
+        {
+          "id": "target-desc",
+          "component": "TextContent",
+          "text": "Shift A target reached. Pace is +2.4% ahead of schedule.",
+          "size": "small"
+        },
+        {
+          "id": "safety-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "safety-title",
+            "safety-days",
+            "safety-incidents"
+          ]
+        },
+        {
+          "id": "safety-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Safety Tracking (Req 10)"
+        },
+        {
+          "id": "safety-days",
+          "component": "TextContent",
+          "text": "142 Days Since Last Incident",
+          "size": "large-heavy"
+        },
+        {
+          "id": "safety-incidents",
+          "component": "Badge",
+          "text": "Total Incidents YTD: 2 (Minor First Aid)",
+          "variant": "secondary"
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "energy-title",
+            "energy-val",
+            "energy-badge"
+          ]
+        },
+        {
+          "id": "energy-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Energy Usage Today (Req 12)"
+        },
+        {
+          "id": "energy-val",
+          "component": "TextContent",
+          "text": "14.2 MWh consumed",
+          "size": "large-heavy"
+        },
+        {
+          "id": "energy-badge",
+          "component": "Badge",
+          "text": "Peak Load: 2.1 MW (-4% vs Baseline)",
+          "variant": "default"
+        },
+        {
+          "id": "focus-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "focus-label",
+            "focus-select"
+          ]
+        },
+        {
+          "id": "focus-label",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Line Focus Selector (Requirement 15):"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "focusedLine",
+          "placeholder": "Select a line to filter console view...",
+          "value": "all",
+          "items": [
+            "sel-all",
+            "sel-l1",
+            "sel-l2",
+            "sel-l3",
+            "sel-l4"
+          ]
+        },
+        {
+          "id": "sel-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Production Lines (Global Overview)"
+        },
+        {
+          "id": "sel-l1",
+          "component": "SelectItem",
+          "value": "line1",
+          "label": "Line 1 - Stamping & Press"
+        },
+        {
+          "id": "sel-l2",
+          "component": "SelectItem",
+          "value": "line2",
+          "label": "Line 2 - Injection Molding"
+        },
+        {
+          "id": "sel-l3",
+          "component": "SelectItem",
+          "value": "line3",
+          "label": "Line 3 - Robotic Assembly (BLOCKED)"
+        },
+        {
+          "id": "sel-l4",
+          "component": "SelectItem",
+          "value": "line4",
+          "label": "Line 4 - Packaging & Palletizing"
+        },
+        {
+          "id": "line-status-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "line-table-title",
+            "line-table"
+          ]
+        },
+        {
+          "id": "line-table-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Production Line Rates & Live Status (Requirement 3)"
+        },
+        {
+          "id": "line-table",
+          "component": "Table",
+          "columns": [
+            "col-line",
+            "col-status",
+            "col-rate",
+            "col-target",
+            "col-efficiency"
+          ]
+        },
+        {
+          "id": "col-line",
+          "component": "Col",
+          "label": "Production Line",
+          "type": "string",
+          "data": [
+            "Line 1 - Stamping Press",
+            "Line 2 - Injection Molding",
+            "Line 3 - Robotic Assembly",
+            "Line 4 - Packaging & Wrap"
+          ]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "RUNNING",
+            "RUNNING",
+            "STOPPED (Andon)",
+            "MAINTENANCE"
+          ]
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Current Rate",
+          "type": "string",
+          "data": [
+            "450 pcs/hr",
+            "620 pcs/hr",
+            "0 pcs/hr",
+            "310 pcs/hr"
+          ]
+        },
+        {
+          "id": "col-target",
+          "component": "Col",
+          "label": "Target Rate",
+          "type": "string",
+          "data": [
+            "450 pcs/hr",
+            "600 pcs/hr",
+            "550 pcs/hr",
+            "350 pcs/hr"
+          ]
+        },
+        {
+          "id": "col-efficiency",
+          "component": "Col",
+          "label": "Shift Output Progress",
+          "type": "string",
+          "data": [
+            "100% of target",
+            "103% of target",
+            "64% (Downtime)",
+            "88% of target"
+          ]
+        },
+        {
+          "id": "middle-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "defect-chart-card",
+            "downtime-chart-card",
+            "shift-chart-card"
+          ]
+        },
+        {
+          "id": "defect-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "defect-title",
+            "defect-line-chart"
+          ]
+        },
+        {
+          "id": "defect-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Defect Rate - Past 30 Days (%) (Req 4)"
+        },
+        {
+          "id": "defect-line-chart",
+          "component": "LineChart",
+          "labels": [
+            "Wk 1",
+            "Wk 2",
+            "Wk 3",
+            "Wk 4"
+          ],
+          "series": [
+            "series-defect"
+          ],
+          "variant": "natural",
+          "xLabel": "Timeline",
+          "yLabel": "Defect %"
+        },
+        {
+          "id": "series-defect",
+          "component": "Series",
+          "category": "Defect Rate %",
+          "values": [
+            2.1,
+            1.8,
+            1.4,
+            1.2
+          ]
+        },
+        {
+          "id": "downtime-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "downtime-title",
+            "downtime-pie-chart"
+          ]
+        },
+        {
+          "id": "downtime-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Downtime Split by Cause (Hrs) (Req 5)"
+        },
+        {
+          "id": "downtime-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": [
+            "Mechanical Jam",
+            "Sensor Failure",
+            "Material Shortage",
+            "Operator Changeover"
+          ],
+          "values": [
+            14.5,
+            6.2,
+            8.1,
+            4.0
+          ]
+        },
+        {
+          "id": "shift-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "shift-title",
+            "shift-bar-chart"
+          ]
+        },
+        {
+          "id": "shift-title",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Shift Output Comparison (Req 9)"
+        },
+        {
+          "id": "shift-bar-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "labels": [
+            "Shift A (Morning)",
+            "Shift B (Evening)",
+            "Shift C (Night)"
+          ],
+          "series": [
+            "series-actual",
+            "series-target"
+          ],
+          "xLabel": "Shifts",
+          "yLabel": "Units"
+        },
+        {
+          "id": "series-actual",
+          "component": "Series",
+          "category": "Actual Units",
+          "values": [
+            9200,
+            8700,
+            7900
+          ]
+        },
+        {
+          "id": "series-target",
+          "component": "Series",
+          "category": "Target Units",
+          "values": [
+            9000,
+            9000,
+            8500
+          ]
+        },
+        {
+          "id": "bottom-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "inv-deliv-card",
+            "maint-hold-card",
+            "work-order-card"
+          ]
+        },
+        {
+          "id": "inv-deliv-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "stock-heading",
+            "stock-steel-lbl",
+            "stock-steel",
+            "stock-resin-lbl",
+            "stock-resin",
+            "stock-pkg-lbl",
+            "stock-pkg",
+            "sep-1",
+            "deliveries-heading",
+            "deliv-table"
+          ]
+        },
+        {
+          "id": "stock-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Raw Material Stock Levels (Req 7)"
+        },
+        {
+          "id": "stock-steel-lbl",
+          "component": "TextContent",
+          "text": "Steel Coils: 42 Tons (84% optimal)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Progress",
+          "value": 84
+        },
+        {
+          "id": "stock-resin-lbl",
+          "component": "TextContent",
+          "text": "Polymer Resin: 6.5 Tons (18% - LOW STOCK)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Progress",
+          "value": 18
+        },
+        {
+          "id": "stock-pkg-lbl",
+          "component": "TextContent",
+          "text": "Packaging Corrugates: 12,000 units (65%)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "stock-pkg",
+          "component": "Progress",
+          "value": 65
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "deliveries-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Supplier Deliveries Due This Week (Req 8)"
+        },
+        {
+          "id": "deliv-table",
+          "component": "Table",
+          "columns": [
+            "col-sup",
+            "col-mat",
+            "col-date",
+            "col-deliv-stat"
+          ]
+        },
+        {
+          "id": "col-sup",
+          "component": "Col",
+          "label": "Supplier",
+          "type": "string",
+          "data": [
+            "Apex Steel Corp",
+            "PolyChem Ltd",
+            "PackSolutions"
+          ]
+        },
+        {
+          "id": "col-mat",
+          "component": "Col",
+          "label": "Material",
+          "type": "string",
+          "data": [
+            "10mm Steel Sheet",
+            "HDPE Resin Pellets",
+            "Custom Boxes"
+          ]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": [
+            "Today, 14:00",
+            "Tomorrow, 09:00",
+            "Fri, Oct 27"
+          ]
+        },
+        {
+          "id": "col-deliv-stat",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Transit",
+            "Confirmed",
+            "Pending"
+          ]
+        },
+        {
+          "id": "maint-hold-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "maint-due-heading",
+            "maint-list",
+            "sep-2",
+            "quality-heading",
+            "hold-list"
+          ]
+        },
+        {
+          "id": "maint-due-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Machines Due for Maintenance (Req 6)"
+        },
+        {
+          "id": "maint-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "maint-item-1",
+            "maint-item-2",
+            "maint-item-3"
+          ]
+        },
+        {
+          "id": "maint-item-1",
+          "component": "ListItem",
+          "title": "Stamping Press Hydraulic Pump #2",
+          "subtitle": "Due in 18 runtime hrs (Preventive 500h Service)"
+        },
+        {
+          "id": "maint-item-2",
+          "component": "ListItem",
+          "title": "Robotic Arm #3 Gripper Actuator",
+          "subtitle": "Overdue by 4 hrs (Calibration required)"
+        },
+        {
+          "id": "maint-item-3",
+          "component": "ListItem",
+          "title": "Conveyor Belt Motor Line 4",
+          "subtitle": "Due in 3 days (Thermal Inspection)"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "quality-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Batches on Quality Hold (Req 11)"
+        },
+        {
+          "id": "hold-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "hold-item-1",
+            "hold-item-2"
+          ]
+        },
+        {
+          "id": "hold-item-1",
+          "component": "ListItem",
+          "title": "Batch #B-8802 (Line 2 - Poly Housing)",
+          "subtitle": "Reason: Dimensional tolerance drift (>0.05mm). 450 units quarantine."
+        },
+        {
+          "id": "hold-item-2",
+          "component": "ListItem",
+          "title": "Batch #B-8809 (Line 1 - Bracket Set)",
+          "subtitle": "Reason: Surface finish micro-pitting under audit. 1,200 units quarantine."
+        },
+        {
+          "id": "work-order-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "wo-heading",
+            "wo-table"
+          ]
+        },
+        {
+          "id": "wo-heading",
+          "component": "Heading",
+          "level": "h4",
+          "text": "Open Work Orders & Priority (Req 13)"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": [
+            "col-wo-id",
+            "col-wo-task",
+            "col-wo-prio",
+            "col-wo-assignee"
+          ]
+        },
+        {
+          "id": "col-wo-id",
+          "component": "Col",
+          "label": "WO #",
+          "type": "string",
+          "data": [
+            "WO-4102",
+            "WO-4098",
+            "WO-4115",
+            "WO-4120"
+          ]
+        },
+        {
+          "id": "col-wo-task",
+          "component": "Col",
+          "label": "Task Description",
+          "type": "string",
+          "data": [
+            "Replace Line 3 sensor array",
+            "Calibrate injection mold heater",
+            "Lubricate main press bearings",
+            "Inspect safety light curtains"
+          ]
+        },
+        {
+          "id": "col-wo-prio",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "CRITICAL",
+            "HIGH",
+            "MEDIUM",
+            "LOW"
+          ]
+        },
+        {
+          "id": "col-wo-assignee",
+          "component": "Col",
+          "label": "Assignee",
+          "type": "string",
+          "data": [
+            "M. Jenkins",
+            "R. Gupta",
+            "Unassigned",
+            "K. Patel"
+          ]
+        },
+        {
+          "id": "action-grid",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sched-title",
+            "sched-form"
+          ]
+        },
+        {
+          "id": "sched-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Schedule Maintenance (Requirement 14)"
+        },
+        {
+          "id": "sched-form",
+          "component": "Form",
+          "name": "scheduleMaintenanceForm",
+          "fields": [
+            "field-machine",
+            "field-date",
+            "field-notes"
+          ],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-machine",
+          "component": "FormControl",
+          "label": "Select Machine / Equipment",
+          "hint": "Choose the machine requiring scheduled downtime or maintenance",
+          "input": "machine-select"
+        },
+        {
+          "id": "machine-select",
+          "component": "Select",
+          "name": "targetMachine",
+          "placeholder": "Choose equipment...",
+          "items": [
+            "m-opt-1",
+            "m-opt-2",
+            "m-opt-3",
+            "m-opt-4"
+          ]
+        },
+        {
+          "id": "m-opt-1",
+          "component": "SelectItem",
+          "value": "press-01",
+          "label": "Stamping Press #1 (Line 1)"
+        },
+        {
+          "id": "m-opt-2",
+          "component": "SelectItem",
+          "value": "mold-02",
+          "label": "Injection Molder #2 (Line 2)"
+        },
+        {
+          "id": "m-opt-3",
+          "component": "SelectItem",
+          "value": "robot-03",
+          "label": "Robotic Assembly Station #3 (Line 3)"
+        },
+        {
+          "id": "m-opt-4",
+          "component": "SelectItem",
+          "value": "pack-01",
+          "label": "Automated Wrapper #1 (Line 4)"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Maintenance Date",
+          "hint": "Select target date for service window",
+          "input": "maint-date-picker"
+        },
+        {
+          "id": "maint-date-picker",
+          "component": "DatePicker",
+          "name": "scheduledDate",
+          "mode": "single"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Work Instructions / Scope",
+          "hint": "Specify maintenance type, required parts, or technician notes",
+          "input": "maint-notes-text"
+        },
+        {
+          "id": "maint-notes-text",
+          "component": "TextArea",
+          "name": "maintenanceNotes",
+          "placeholder": "Enter maintenance details (e.g., Oil flush, sensor re-alignment)...",
+          "rows": 2
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-maint"
+          ]
+        },
+        {
+          "id": "btn-submit-maint",
+          "component": "Button",
+          "label": "Dispatch & Schedule Maintenance Work Order",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..ada051102
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r3.txt
@@ -0,0 +1,968 @@
+I've generated a comprehensive, real-time factory floor supervisor console covering all 17 required data views, metrics, and interactive controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F172A",
+        "agentDisplayName": "Factory Supervisor Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "andon-callout",
+            "kpi-section",
+            "tab-navigation"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-title",
+            "export-button"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Factory Operations Dashboard",
+          "subtitle": "Plant #4 - Shift A (06:00 - 14:00) | Live Telemetry"
+        },
+        {
+          "id": "export-button",
+          "component": "Button",
+          "label": "Export Shift Report (PDF/CSV)",
+          "variant": "primary",
+          "size": "medium",
+          "action": [
+            "export_shift_report"
+          ]
+        },
+        {
+          "id": "andon-callout",
+          "component": "Alert",
+          "title": "LIVE ANDON ALERT: Line 2 Stoppage",
+          "description": "Feeder jam detected at Packaging Cell 2B. Maintenance dispatched 3 mins ago. E-stop acknowledged by Operator.",
+          "variant": "destructive"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "oee-card",
+            "production-target-card",
+            "safety-card",
+            "energy-card"
+          ]
+        },
+        {
+          "id": "oee-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "oee-title",
+            "oee-progress",
+            "oee-badge"
+          ]
+        },
+        {
+          "id": "oee-title",
+          "component": "Heading",
+          "text": "Overall Equipment Effectiveness (OEE)",
+          "level": "h4"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 84.2,
+          "label": "84.2% (Target: 85.0%)"
+        },
+        {
+          "id": "oee-badge",
+          "component": "Tag",
+          "text": "Availability: 91% | Performance: 94% | Quality: 98.5%",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "production-target-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "prod-title",
+            "prod-progress",
+            "prod-badge"
+          ]
+        },
+        {
+          "id": "prod-title",
+          "component": "Heading",
+          "text": "Today's Production Target",
+          "level": "h4"
+        },
+        {
+          "id": "prod-progress",
+          "component": "Progress",
+          "value": 73.8,
+          "label": "8,860 / 12,000 Units"
+        },
+        {
+          "id": "prod-badge",
+          "component": "Tag",
+          "text": "Pacing: +240 units ahead of schedule",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "safety-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "safety-title",
+            "safety-text",
+            "safety-badge"
+          ]
+        },
+        {
+          "id": "safety-title",
+          "component": "Heading",
+          "text": "Safety Statistics",
+          "level": "h4"
+        },
+        {
+          "id": "safety-text",
+          "component": "TextContent",
+          "text": "**342 Days** Since Last Incident",
+          "size": "large"
+        },
+        {
+          "id": "safety-badge",
+          "component": "Tag",
+          "text": "Total Incidents YTD: 1 (Minor First Aid)",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "energy-title",
+            "energy-text",
+            "energy-badge"
+          ]
+        },
+        {
+          "id": "energy-title",
+          "component": "Heading",
+          "text": "Energy Consumption Today",
+          "level": "h4"
+        },
+        {
+          "id": "energy-text",
+          "component": "TextContent",
+          "text": "**14.8 MWh** Consumption",
+          "size": "large"
+        },
+        {
+          "id": "energy-badge",
+          "component": "Tag",
+          "text": "Peak Load: 2.1 MW @ 10:15 AM",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "tab-navigation",
+          "component": "Tabs",
+          "items": [
+            "tab-lines",
+            "tab-quality-downtime",
+            "tab-maintenance-orders",
+            "tab-inventory-logistics"
+          ]
+        },
+        {
+          "id": "tab-lines",
+          "component": "TabItem",
+          "value": "lines",
+          "trigger": "Production Lines & Shift Output",
+          "content": [
+            "line-focus-form",
+            "lines-table",
+            "shift-comparison-chart"
+          ]
+        },
+        {
+          "id": "line-focus-form",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "focus-label",
+            "focus-select"
+          ]
+        },
+        {
+          "id": "focus-label",
+          "component": "Label",
+          "text": "Line Focus View:"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "line_focus",
+          "placeholder": "Select a line to filter dashboard...",
+          "items": [
+            "opt-all",
+            "opt-l1",
+            "opt-l2",
+            "opt-l3",
+            "opt-l4"
+          ]
+        },
+        {
+          "id": "opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Production Lines (Overview)"
+        },
+        {
+          "id": "opt-l1",
+          "component": "SelectItem",
+          "value": "line_1",
+          "label": "Line 1 - Stamping & Pressing"
+        },
+        {
+          "id": "opt-l2",
+          "component": "SelectItem",
+          "value": "line_2",
+          "label": "Line 2 - Plastic Injection Molding"
+        },
+        {
+          "id": "opt-l3",
+          "component": "SelectItem",
+          "value": "line_3",
+          "label": "Line 3 - Robotic Assembly"
+        },
+        {
+          "id": "opt-l4",
+          "component": "SelectItem",
+          "value": "line_4",
+          "label": "Line 4 - Automated Packaging"
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": [
+            "col-line-name",
+            "col-line-status",
+            "col-line-rate",
+            "col-line-target",
+            "col-line-efficiency"
+          ]
+        },
+        {
+          "id": "col-line-name",
+          "component": "Col",
+          "label": "Production Line",
+          "type": "string",
+          "data": [
+            "Line 1 (Stamping)",
+            "Line 2 (Injection Molding)",
+            "Line 3 (Robotic Assembly)",
+            "Line 4 (Packaging)"
+          ]
+        },
+        {
+          "id": "col-line-status",
+          "component": "Col",
+          "label": "Current Status",
+          "type": "string",
+          "data": [
+            "RUNNING",
+            "STOPPED (Andon Alert)",
+            "RUNNING",
+            "CHANGE OVER"
+          ]
+        },
+        {
+          "id": "col-line-rate",
+          "component": "Col",
+          "label": "Current Rate",
+          "type": "string",
+          "data": [
+            "450 units/hr",
+            "0 units/hr",
+            "380 units/hr",
+            "120 units/hr"
+          ]
+        },
+        {
+          "id": "col-line-target",
+          "component": "Col",
+          "label": "Target Rate",
+          "type": "string",
+          "data": [
+            "420 units/hr",
+            "350 units/hr",
+            "400 units/hr",
+            "300 units/hr"
+          ]
+        },
+        {
+          "id": "col-line-efficiency",
+          "component": "Col",
+          "label": "Line Efficiency",
+          "type": "string",
+          "data": [
+            "107%",
+            "0%",
+            "95%",
+            "40%"
+          ]
+        },
+        {
+          "id": "shift-comparison-chart",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "shift-chart-title",
+            "shift-bar-chart"
+          ]
+        },
+        {
+          "id": "shift-chart-title",
+          "component": "Heading",
+          "text": "Shift Output Comparison (Units Produced Today)",
+          "level": "h4"
+        },
+        {
+          "id": "shift-bar-chart",
+          "component": "BarChart",
+          "labels": [
+            "Shift A (Morning)",
+            "Shift B (Afternoon)",
+            "Shift C (Night)"
+          ],
+          "variant": "grouped",
+          "xLabel": "Work Shift",
+          "yLabel": "Units Produced",
+          "series": [
+            "series-target",
+            "series-actual"
+          ]
+        },
+        {
+          "id": "series-target",
+          "component": "Series",
+          "category": "Target Output",
+          "values": [
+            4000,
+            4000,
+            4000
+          ]
+        },
+        {
+          "id": "series-actual",
+          "component": "Series",
+          "category": "Actual Output",
+          "values": [
+            4250,
+            3810,
+            800
+          ]
+        },
+        {
+          "id": "tab-quality-downtime",
+          "component": "TabItem",
+          "value": "quality",
+          "trigger": "Defect Rate, Quality Holds & Downtime",
+          "content": [
+            "quality-downtime-row"
+          ]
+        },
+        {
+          "id": "quality-downtime-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "defect-trend-card",
+            "downtime-pie-card",
+            "holds-card"
+          ]
+        },
+        {
+          "id": "defect-trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "defect-chart-title",
+            "defect-line-chart"
+          ]
+        },
+        {
+          "id": "defect-chart-title",
+          "component": "Heading",
+          "text": "Defect Rate Past Month (%)",
+          "level": "h4"
+        },
+        {
+          "id": "defect-line-chart",
+          "component": "LineChart",
+          "labels": [
+            "Week 1",
+            "Week 2",
+            "Week 3",
+            "Week 4"
+          ],
+          "variant": "natural",
+          "xLabel": "Time Period",
+          "yLabel": "Defect Rate %",
+          "series": [
+            "series-defects"
+          ]
+        },
+        {
+          "id": "series-defects",
+          "component": "Series",
+          "category": "Defect %",
+          "values": [
+            2.4,
+            1.8,
+            1.5,
+            1.2
+          ]
+        },
+        {
+          "id": "downtime-pie-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "downtime-chart-title",
+            "downtime-chart"
+          ]
+        },
+        {
+          "id": "downtime-chart-title",
+          "component": "Heading",
+          "text": "Downtime Split by Cause (Hours)",
+          "level": "h4"
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Mechanical Failure",
+            "Material Shortage",
+            "Operator Error",
+            "Tooling Changeover",
+            "Planned Maintenance"
+          ],
+          "values": [
+            14.5,
+            6.2,
+            3.1,
+            8.4,
+            12.0
+          ]
+        },
+        {
+          "id": "holds-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "holds-title",
+            "holds-table"
+          ]
+        },
+        {
+          "id": "holds-title",
+          "component": "Heading",
+          "text": "Batches on Quality Hold",
+          "level": "h4"
+        },
+        {
+          "id": "holds-table",
+          "component": "Table",
+          "columns": [
+            "col-hold-batch",
+            "col-hold-reason",
+            "col-hold-qty"
+          ]
+        },
+        {
+          "id": "col-hold-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "type": "string",
+          "data": [
+            "BAT-2023-8891",
+            "BAT-2023-8895"
+          ]
+        },
+        {
+          "id": "col-hold-reason",
+          "component": "Col",
+          "label": "Reason for Hold",
+          "type": "string",
+          "data": [
+            "Dimensional Out-of-Spec",
+            "Surface Contamination"
+          ]
+        },
+        {
+          "id": "col-hold-qty",
+          "component": "Col",
+          "label": "Quantity",
+          "type": "string",
+          "data": [
+            "1,200 units",
+            "450 units"
+          ]
+        },
+        {
+          "id": "tab-maintenance-orders",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "Maintenance & Work Orders",
+          "content": [
+            "maint-content-row"
+          ]
+        },
+        {
+          "id": "maint-content-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "maint-left-col",
+            "maint-right-col"
+          ]
+        },
+        {
+          "id": "maint-left-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "schedule-form-card",
+            "due-machines-card"
+          ]
+        },
+        {
+          "id": "schedule-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "sched-title",
+            "sched-form"
+          ]
+        },
+        {
+          "id": "sched-title",
+          "component": "Heading",
+          "text": "Schedule Machine Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "sched-form",
+          "component": "Form",
+          "name": "schedule_maintenance_form",
+          "fields": [
+            "field-machine",
+            "field-date"
+          ],
+          "buttons": "sched-submit-buttons"
+        },
+        {
+          "id": "field-machine",
+          "component": "FormControl",
+          "label": "Target Machine",
+          "input": "input-machine-select"
+        },
+        {
+          "id": "input-machine-select",
+          "component": "Select",
+          "name": "target_machine",
+          "placeholder": "Select machine...",
+          "items": [
+            "m-opt-1",
+            "m-opt-2",
+            "m-opt-3"
+          ]
+        },
+        {
+          "id": "m-opt-1",
+          "component": "SelectItem",
+          "value": "press_01",
+          "label": "Hydraulic Press #01 (Line 1)"
+        },
+        {
+          "id": "m-opt-2",
+          "component": "SelectItem",
+          "value": "inj_02",
+          "label": "Injection Mold #02 (Line 2)"
+        },
+        {
+          "id": "m-opt-3",
+          "component": "SelectItem",
+          "value": "arm_04",
+          "label": "Robotic Arm #04 (Line 3)"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Maintenance Date",
+          "input": "input-maint-date"
+        },
+        {
+          "id": "input-maint-date",
+          "component": "DatePicker",
+          "name": "maintenance_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-submit-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-submit-maint"
+          ]
+        },
+        {
+          "id": "btn-submit-maint",
+          "component": "Button",
+          "label": "Confirm Maintenance Schedule",
+          "variant": "primary",
+          "action": [
+            "submit_maintenance_schedule"
+          ]
+        },
+        {
+          "id": "due-machines-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "due-title",
+            "due-table"
+          ]
+        },
+        {
+          "id": "due-title",
+          "component": "Heading",
+          "text": "Machines Due for Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "due-table",
+          "component": "Table",
+          "columns": [
+            "col-due-machine",
+            "col-due-service",
+            "col-due-hours"
+          ]
+        },
+        {
+          "id": "col-due-machine",
+          "component": "Col",
+          "label": "Machine Name",
+          "type": "string",
+          "data": [
+            "Hydraulic Press #01",
+            "CNC Milling Rig #03",
+            "Conveyor Belt Drive B"
+          ]
+        },
+        {
+          "id": "col-due-service",
+          "component": "Col",
+          "label": "Service Type",
+          "type": "string",
+          "data": [
+            "500-hr Oil & Seal Change",
+            "Spindle Alignment & Calibration",
+            "Motor Bearing Lubrication"
+          ]
+        },
+        {
+          "id": "col-due-hours",
+          "component": "Col",
+          "label": "Overdue By / Status",
+          "type": "string",
+          "data": [
+            "Overdue by 12 hrs",
+            "Due in 8 hrs",
+            "Due in 24 hrs"
+          ]
+        },
+        {
+          "id": "maint-right-col",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "orders-title",
+            "orders-table"
+          ]
+        },
+        {
+          "id": "orders-title",
+          "component": "Heading",
+          "text": "Open Work Orders",
+          "level": "h4"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": [
+            "col-wo-id",
+            "col-wo-desc",
+            "col-wo-priority",
+            "col-wo-assignee"
+          ]
+        },
+        {
+          "id": "col-wo-id",
+          "component": "Col",
+          "label": "WO #",
+          "type": "string",
+          "data": [
+            "WO-4402",
+            "WO-4405",
+            "WO-4410",
+            "WO-4411"
+          ]
+        },
+        {
+          "id": "col-wo-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": [
+            "Clear jam in Feeder 2B",
+            "Replace worn proximity sensor",
+            "HVAC Filter Replacement",
+            "Recalibrate Weigh Scale"
+          ]
+        },
+        {
+          "id": "col-wo-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": [
+            "CRITICAL",
+            "HIGH",
+            "MEDIUM",
+            "LOW"
+          ]
+        },
+        {
+          "id": "col-wo-assignee",
+          "component": "Col",
+          "label": "Assigned Tech",
+          "type": "string",
+          "data": [
+            "J. Miller",
+            "R. Vance",
+            "Unassigned",
+            "A. Chen"
+          ]
+        },
+        {
+          "id": "tab-inventory-logistics",
+          "component": "TabItem",
+          "value": "inventory",
+          "trigger": "Stock & Supplier Deliveries",
+          "content": [
+            "inventory-row"
+          ]
+        },
+        {
+          "id": "inventory-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "stock-card",
+            "deliveries-card"
+          ]
+        },
+        {
+          "id": "stock-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "stock-title",
+            "steel-progress",
+            "resin-progress",
+            "packaging-progress"
+          ]
+        },
+        {
+          "id": "stock-title",
+          "component": "Heading",
+          "text": "Raw Material Stock Levels",
+          "level": "h4"
+        },
+        {
+          "id": "steel-progress",
+          "component": "Progress",
+          "value": 68,
+          "label": "Steel Coils: 68 Tons (Buffer: 3.5 Days)"
+        },
+        {
+          "id": "resin-progress",
+          "component": "Progress",
+          "value": 24,
+          "label": "Polymer Resin: 2.4 Tons (LOW STOCK - Buffer: 0.8 Days)"
+        },
+        {
+          "id": "packaging-progress",
+          "component": "Progress",
+          "value": 85,
+          "label": "Corrugated Packaging: 8,500 Units (Buffer: 5.0 Days)"
+        },
+        {
+          "id": "deliveries-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": [
+            "deliv-title",
+            "deliv-table"
+          ]
+        },
+        {
+          "id": "deliv-title",
+          "component": "Heading",
+          "text": "Supplier Deliveries Due This Week",
+          "level": "h4"
+        },
+        {
+          "id": "deliv-table",
+          "component": "Table",
+          "columns": [
+            "col-del-supplier",
+            "col-del-mat",
+            "col-del-eta",
+            "col-del-status"
+          ]
+        },
+        {
+          "id": "col-del-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "type": "string",
+          "data": [
+            "Apex Steel Corp",
+            "PolyChem Global",
+            "PackRight Solutions"
+          ]
+        },
+        {
+          "id": "col-del-mat",
+          "component": "Col",
+          "label": "Material",
+          "type": "string",
+          "data": [
+            "304 Stainless Steel",
+            "HDPE Resin Pellets",
+            "Cardboard Master Cartons"
+          ]
+        },
+        {
+          "id": "col-del-eta",
+          "component": "Col",
+          "label": "Expected ETA",
+          "type": "string",
+          "data": [
+            "Today, 14:00",
+            "Tomorrow, 09:30",
+            "Friday, 11:00"
+          ]
+        },
+        {
+          "id": "col-del-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Transit (On Time)",
+            "Dispatched",
+            "Confirmed"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..06c9022df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-plant__r4.txt
@@ -0,0 +1,903 @@
+Here is the complete Factory Floor Supervisor's Console covering all 17 requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "factory-floor-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E3A8A",
+      "agentDisplayName": "Factory Floor Supervisor Console"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "factory-floor-console",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "live-alerts-callout",
+          "top-kpi-card",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-title",
+          "header-actions"
+        ]
+      },
+      {
+        "id": "header-title",
+        "component": "CardHeader",
+        "title": "Factory Floor Operations Console",
+        "subtitle": "Plant 4 - Shift A (06:00 - 14:00) | Live System Telemetry"
+      },
+      {
+        "id": "header-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "export-report-btn"
+        ]
+      },
+      {
+        "id": "export-report-btn",
+        "component": "Button",
+        "label": "Export Shift Report (PDF)",
+        "variant": "primary",
+        "size": "medium",
+        "action": ["EXPORT_SHIFT_REPORT"]
+      },
+      {
+        "id": "live-alerts-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Live Andon Alerts (17. Live Andon Alerts)",
+        "description": "CRITICAL: Line 2 - Robot Arm #3 Pneumatic Fault (E-Stop Active since 10:14) | WARNING: Line 4 - Resin Hopper Temp High (88°C)"
+      },
+      {
+        "id": "top-kpi-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "oee-kpi",
+          "units-kpi",
+          "safety-kpi",
+          "energy-kpi"
+        ]
+      },
+      {
+        "id": "oee-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "oee-title",
+          "oee-value",
+          "oee-progress"
+        ]
+      },
+      {
+        "id": "oee-title",
+        "component": "Label",
+        "text": "1. Overall Equipment Effectiveness (OEE)"
+      },
+      {
+        "id": "oee-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "84.2%"
+      },
+      {
+        "id": "oee-progress",
+        "component": "Progress",
+        "value": 84.2,
+        "label": "Target: 85.0%"
+      },
+      {
+        "id": "units-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "units-title",
+          "units-value",
+          "units-progress"
+        ]
+      },
+      {
+        "id": "units-title",
+        "component": "Label",
+        "text": "2. Units Produced vs Today's Target"
+      },
+      {
+        "id": "units-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "7,450 / 10,000"
+      },
+      {
+        "id": "units-progress",
+        "component": "Progress",
+        "value": 74.5,
+        "label": "74.5% of daily quota"
+      },
+      {
+        "id": "safety-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "safety-title",
+          "safety-value",
+          "safety-sub"
+        ]
+      },
+      {
+        "id": "safety-title",
+        "component": "Label",
+        "text": "10. Safety Metrics (YTD)"
+      },
+      {
+        "id": "safety-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "142 Days"
+      },
+      {
+        "id": "safety-sub",
+        "component": "TextContent",
+        "text": "Days since last incident | Total YTD Incidents: **1**",
+        "size": "small"
+      },
+      {
+        "id": "energy-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "energy-title",
+          "energy-value",
+          "energy-progress"
+        ]
+      },
+      {
+        "id": "energy-title",
+        "component": "Label",
+        "text": "12. Energy Consumption Today"
+      },
+      {
+        "id": "energy-value",
+        "component": "Heading",
+        "level": "h2",
+        "text": "14.2 MWh"
+      },
+      {
+        "id": "energy-progress",
+        "component": "Progress",
+        "value": 68,
+        "label": "Peak Load: 2.1 MW (Under Cap)"
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-lines",
+          "tab-analytics",
+          "tab-maintenance-hold",
+          "tab-inventory-logistics"
+        ]
+      },
+      {
+        "id": "tab-lines",
+        "component": "TabItem",
+        "value": "lines",
+        "trigger": "Lines & Operations",
+        "content": [
+          "line-focus-card",
+          "lines-table-card"
+        ]
+      },
+      {
+        "id": "line-focus-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "line-focus-label",
+          "line-focus-select"
+        ]
+      },
+      {
+        "id": "line-focus-label",
+        "component": "Label",
+        "text": "15. Line Focus Selection:"
+      },
+      {
+        "id": "line-focus-select",
+        "component": "Select",
+        "name": "lineFocus",
+        "placeholder": "Select a line to isolate telemetry...",
+        "items": [
+          "select-line-all",
+          "select-line-1",
+          "select-line-2",
+          "select-line-3",
+          "select-line-4"
+        ]
+      },
+      {
+        "id": "select-line-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Production Lines (Overview)"
+      },
+      {
+        "id": "select-line-1",
+        "component": "SelectItem",
+        "value": "l1",
+        "label": "Line 1 - Stamping & Pressing (Running)"
+      },
+      {
+        "id": "select-line-2",
+        "component": "SelectItem",
+        "value": "l2",
+        "label": "Line 2 - Robotic Welding (STOPPED - Andon Alert)"
+      },
+      {
+        "id": "select-line-3",
+        "component": "SelectItem",
+        "value": "l3",
+        "label": "Line 3 - Polymer Injection (Running)"
+      },
+      {
+        "id": "select-line-4",
+        "component": "SelectItem",
+        "value": "l4",
+        "label": "Line 4 - Final Assembly & Packaging (Warning)"
+      },
+      {
+        "id": "lines-table-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "lines-table-header",
+          "lines-table"
+        ]
+      },
+      {
+        "id": "lines-table-header",
+        "component": "CardHeader",
+        "title": "3. Production Line Rate & Status",
+        "subtitle": "Real-time feed from PLC controllers"
+      },
+      {
+        "id": "lines-table",
+        "component": "Table",
+        "columns": [
+          "col-line-name",
+          "col-line-status",
+          "col-line-rate",
+          "col-line-target-rate",
+          "col-line-shift-output"
+        ]
+      },
+      {
+        "id": "col-line-name",
+        "component": "Col",
+        "label": "Line Name",
+        "type": "string",
+        "data": ["Line 1 (Stamping)", "Line 2 (Welding)", "Line 3 (Injection Molding)", "Line 4 (Assembly)"]
+      },
+      {
+        "id": "col-line-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["RUNNING", "STOPPED (Andon)", "RUNNING", "WARNING (Temp)"]
+      },
+      {
+        "id": "col-line-rate",
+        "component": "Col",
+        "label": "Current Rate (units/hr)",
+        "type": "number",
+        "data": [450, 0, 310, 280]
+      },
+      {
+        "id": "col-line-target-rate",
+        "component": "Col",
+        "label": "Target Rate (units/hr)",
+        "type": "number",
+        "data": [420, 380, 300, 300]
+      },
+      {
+        "id": "col-line-shift-output",
+        "component": "Col",
+        "label": "Shift Output",
+        "type": "number",
+        "data": [2700, 1100, 1860, 1790]
+      },
+      {
+        "id": "tab-analytics",
+        "component": "TabItem",
+        "value": "analytics",
+        "trigger": "Production Analytics",
+        "content": [
+          "analytics-row-1",
+          "analytics-row-2"
+        ]
+      },
+      {
+        "id": "analytics-row-1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "defect-chart-card",
+          "downtime-chart-card"
+        ]
+      },
+      {
+        "id": "defect-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "weight": 1,
+        "children": [
+          "defect-chart-header",
+          "defect-line-chart"
+        ]
+      },
+      {
+        "id": "defect-chart-header",
+        "component": "CardHeader",
+        "title": "4. Defect Rate Over Past Month (%)",
+        "subtitle": "Weekly trend across all 4 production lines"
+      },
+      {
+        "id": "defect-line-chart",
+        "component": "LineChart",
+        "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+        "series": ["series-defect-rate"],
+        "xLabel": "Timeline",
+        "yLabel": "Defect Rate %"
+      },
+      {
+        "id": "series-defect-rate",
+        "component": "Series",
+        "category": "Defect %",
+        "values": [2.4, 1.9, 1.5, 1.2]
+      },
+      {
+        "id": "downtime-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "weight": 1,
+        "children": [
+          "downtime-chart-header",
+          "downtime-pie-chart"
+        ]
+      },
+      {
+        "id": "downtime-chart-header",
+        "component": "CardHeader",
+        "title": "5. Downtime Split by Cause (Hours)",
+        "subtitle": "Cumulative hours logged this month"
+      },
+      {
+        "id": "downtime-pie-chart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": ["Mechanical Fault", "Material Shortage", "Operator Changeover", "Quality Inspection", "Electrical Fault"],
+        "values": [14.5, 8.2, 5.0, 3.8, 2.1]
+      },
+      {
+        "id": "analytics-row-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "children": [
+          "shift-chart-header",
+          "shift-bar-chart"
+        ]
+      },
+      {
+        "id": "shift-chart-header",
+        "component": "CardHeader",
+        "title": "9. Shift Output Comparison",
+        "subtitle": "Units produced per shift across past 5 operating days"
+      },
+      {
+        "id": "shift-bar-chart",
+        "component": "BarChart",
+        "variant": "grouped",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri"],
+        "series": ["series-shift-a", "series-shift-b", "series-shift-c"],
+        "xLabel": "Day",
+        "yLabel": "Units Produced"
+      },
+      {
+        "id": "series-shift-a",
+        "component": "Series",
+        "category": "Shift A (Morning)",
+        "values": [3100, 3250, 2900, 3400, 3300]
+      },
+      {
+        "id": "series-shift-b",
+        "component": "Series",
+        "category": "Shift B (Afternoon)",
+        "values": [2950, 3100, 3050, 3200, 3150]
+      },
+      {
+        "id": "series-shift-c",
+        "component": "Series",
+        "category": "Shift C (Night)",
+        "values": [2700, 2800, 2750, 2900, 2850]
+      },
+      {
+        "id": "tab-maintenance-hold",
+        "component": "TabItem",
+        "value": "maint",
+        "trigger": "Maintenance & Quality Holds",
+        "content": [
+          "maint-hold-row"
+        ]
+      },
+      {
+        "id": "maint-hold-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "maint-side-card",
+          "hold-side-card"
+        ]
+      },
+      {
+        "id": "maint-side-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "maint-due-header",
+          "maint-due-list",
+          "maint-form-header",
+          "maint-form",
+          "work-orders-header",
+          "work-orders-table"
+        ]
+      },
+      {
+        "id": "maint-due-header",
+        "component": "CardHeader",
+        "title": "6. Machines Due for Maintenance",
+        "subtitle": "Automated preventative maintenance alerts"
+      },
+      {
+        "id": "maint-due-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["maint-item-1", "maint-item-2", "maint-item-3"]
+      },
+      {
+        "id": "maint-item-1",
+        "component": "ListItem",
+        "title": "CNC Press #2 (Line 1)",
+        "subtitle": "Hydraulic fluid change due in 12 running hours"
+      },
+      {
+        "id": "maint-item-2",
+        "component": "ListItem",
+        "title": "Welding Robot Arm #3 (Line 2)",
+        "subtitle": "Pneumatic actuator replacement required immediately"
+      },
+      {
+        "id": "maint-item-3",
+        "component": "ListItem",
+        "title": "Extruder Motor B (Line 3)",
+        "subtitle": "Bearing lubrication due in 48 running hours"
+      },
+      {
+        "id": "maint-form-header",
+        "component": "CardHeader",
+        "title": "14. Schedule Maintenance",
+        "subtitle": "Assign downtime slot and trigger work order"
+      },
+      {
+        "id": "maint-form",
+        "component": "Form",
+        "name": "scheduleMaintForm",
+        "fields": ["maint-field-machine", "maint-field-date"],
+        "buttons": "maint-form-buttons"
+      },
+      {
+        "id": "maint-field-machine",
+        "component": "FormControl",
+        "label": "Machine / Equipment",
+        "input": "maint-machine-select"
+      },
+      {
+        "id": "maint-machine-select",
+        "component": "Select",
+        "name": "machineSelect",
+        "placeholder": "Choose machine...",
+        "items": ["m1-opt", "m2-opt", "m3-opt", "m4-opt"]
+      },
+      {
+        "id": "m1-opt",
+        "component": "SelectItem",
+        "value": "cnc_press_2",
+        "label": "CNC Press #2"
+      },
+      {
+        "id": "m2-opt",
+        "component": "SelectItem",
+        "value": "weld_robot_3",
+        "label": "Welding Robot Arm #3"
+      },
+      {
+        "id": "m3-opt",
+        "component": "SelectItem",
+        "value": "extruder_b",
+        "label": "Extruder Motor B"
+      },
+      {
+        "id": "m4-opt",
+        "component": "SelectItem",
+        "value": "pack_conveyor_1",
+        "label": "Packaging Conveyor #1"
+      },
+      {
+        "id": "maint-field-date",
+        "component": "FormControl",
+        "label": "Maintenance Date",
+        "input": "maint-date-picker"
+      },
+      {
+        "id": "maint-date-picker",
+        "component": "DatePicker",
+        "name": "scheduledDate",
+        "mode": "single"
+      },
+      {
+        "id": "maint-form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["submit-maint-btn"]
+      },
+      {
+        "id": "submit-maint-btn",
+        "component": "Button",
+        "label": "Confirm Maintenance Schedule",
+        "variant": "primary",
+        "action": ["SCHEDULE_MAINTENANCE"]
+      },
+      {
+        "id": "work-orders-header",
+        "component": "CardHeader",
+        "title": "13. Open Work Orders",
+        "subtitle": "Active maintenance tickets and assigned priority"
+      },
+      {
+        "id": "work-orders-table",
+        "component": "Table",
+        "columns": [
+          "col-wo-id",
+          "col-wo-machine",
+          "col-wo-issue",
+          "col-wo-priority",
+          "col-wo-status"
+        ]
+      },
+      {
+        "id": "col-wo-id",
+        "component": "Col",
+        "label": "WO #",
+        "type": "string",
+        "data": ["WO-4091", "WO-4088", "WO-4085", "WO-4072"]
+      },
+      {
+        "id": "col-wo-machine",
+        "component": "Col",
+        "label": "Machine",
+        "type": "string",
+        "data": ["Robot Arm #3", "Line 4 Wrapper", "Press #2", "Cooling Tower 1"]
+      },
+      {
+        "id": "col-wo-issue",
+        "component": "Col",
+        "label": "Issue Description",
+        "type": "string",
+        "data": ["Pneumatic Leak", "Belt Realignment", "Oil Sensor Fault", "Filter Cleaning"]
+      },
+      {
+        "id": "col-wo-priority",
+        "component": "Col",
+        "label": "Priority",
+        "type": "string",
+        "data": ["P1 - CRITICAL", "P2 - HIGH", "P3 - MEDIUM", "P4 - LOW"]
+      },
+      {
+        "id": "col-wo-status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["In Progress", "Scheduled", "Pending Parts", "Queued"]
+      },
+      {
+        "id": "hold-side-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "quality-hold-header",
+          "quality-hold-table"
+        ]
+      },
+      {
+        "id": "quality-hold-header",
+        "component": "CardHeader",
+        "title": "11. Batches on Quality Hold",
+        "subtitle": "Quarantined production lots awaiting QA clearance"
+      },
+      {
+        "id": "quality-hold-table",
+        "component": "Table",
+        "columns": [
+          "col-batch-id",
+          "col-batch-product",
+          "col-batch-qty",
+          "col-batch-reason",
+          "col-batch-action"
+        ]
+      },
+      {
+        "id": "col-batch-id",
+        "component": "Col",
+        "label": "Batch ID",
+        "type": "string",
+        "data": ["BAT-2023-881", "BAT-2023-884", "BAT-2023-890"]
+      },
+      {
+        "id": "col-batch-product",
+        "component": "Col",
+        "label": "Product",
+        "type": "string",
+        "data": ["Chassis Panel A", "Polymer Housing", "Bracket Assembly"]
+      },
+      {
+        "id": "col-batch-qty",
+        "component": "Col",
+        "label": "Quantity",
+        "type": "number",
+        "data": [450, 1200, 300]
+      },
+      {
+        "id": "col-batch-reason",
+        "component": "Col",
+        "label": "Hold Reason",
+        "type": "string",
+        "data": ["Dimension Variance", "Resin Contamination", "Surface Scratch"]
+      },
+      {
+        "id": "col-batch-action",
+        "component": "Col",
+        "label": "QA Disposition",
+        "type": "string",
+        "data": ["Lab Testing", "Pending Inspector", "Rework Required"]
+      },
+      {
+        "id": "tab-inventory-logistics",
+        "component": "TabItem",
+        "value": "inventory",
+        "trigger": "Inventory & Supply Chain",
+        "content": [
+          "inv-logistics-row"
+        ]
+      },
+      {
+        "id": "inv-logistics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "stock-card",
+          "supplier-card"
+        ]
+      },
+      {
+        "id": "stock-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "stock-header",
+          "stock-steel-card",
+          "stock-resin-card",
+          "stock-packaging-card"
+        ]
+      },
+      {
+        "id": "stock-header",
+        "component": "CardHeader",
+        "title": "7. Raw Material Stock Levels",
+        "subtitle": "Current inventory vs minimum safety thresholds"
+      },
+      {
+        "id": "stock-steel-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "steel-label",
+          "steel-progress"
+        ]
+      },
+      {
+        "id": "steel-label",
+        "component": "TextContent",
+        "text": "**Sheet Steel Coils**: 42.5 Tons available (Safety Stock: 20.0 Tons)"
+      },
+      {
+        "id": "steel-progress",
+        "component": "Progress",
+        "value": 70,
+        "label": "70% Capacity"
+      },
+      {
+        "id": "stock-resin-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "resin-label",
+          "resin-progress"
+        ]
+      },
+      {
+        "id": "resin-label",
+        "component": "TextContent",
+        "text": "**Polymer Resin Pellets**: 8.2 Tons available (Safety Stock: 10.0 Tons - **LOW**)"
+      },
+      {
+        "id": "resin-progress",
+        "component": "Progress",
+        "value": 32,
+        "label": "32% Capacity (Reorder Triggered)"
+      },
+      {
+        "id": "stock-packaging-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "pack-label",
+          "pack-progress"
+        ]
+      },
+      {
+        "id": "pack-label",
+        "component": "TextContent",
+        "text": "**Corrugated Packaging Boxes**: 14,200 Units available (Safety Stock: 5,000 Units)"
+      },
+      {
+        "id": "pack-progress",
+        "component": "Progress",
+        "value": 88,
+        "label": "88% Capacity"
+      },
+      {
+        "id": "supplier-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "supplier-header",
+          "supplier-table"
+        ]
+      },
+      {
+        "id": "supplier-header",
+        "component": "CardHeader",
+        "title": "8. Supplier Deliveries Due This Week",
+        "subtitle": "Inbound logistics pipeline"
+      },
+      {
+        "id": "supplier-table",
+        "component": "Table",
+        "columns": [
+          "col-sup-date",
+          "col-sup-name",
+          "col-sup-mat",
+          "col-sup-qty",
+          "col-sup-status"
+        ]
+      },
+      {
+        "id": "col-sup-date",
+        "component": "Col",
+        "label": "Expected Date",
+        "type": "string",
+        "data": ["Today, 14:00", "Tomorrow, 09:00", "Oct 24", "Oct 26"]
+      },
+      {
+        "id": "col-sup-name",
+        "component": "Col",
+        "label": "Supplier",
+        "type": "string",
+        "data": ["Apex Steel Ltd", "ChemPolymer Corp", "BoxCraft Packaging", "Apex Steel Ltd"]
+      },
+      {
+        "id": "col-sup-mat",
+        "component": "Col",
+        "label": "Material",
+        "type": "string",
+        "data": ["Steel Coils", "HDPE Resin", "Export Crates", "Steel Billets"]
+      },
+      {
+        "id": "col-sup-qty",
+        "component": "Col",
+        "label": "Quantity",
+        "type": "string",
+        "data": ["15 Tons", "12 Tons", "5,000 Units", "20 Tons"]
+      },
+      {
+        "id": "col-sup-status",
+        "component": "Col",
+        "label": "Transit Status",
+        "type": "string",
+        "data": ["In Transit (On Time)", "Confirmed", "Scheduled", "Pending Dispatch"]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..682b9f397
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,9 @@
+I have created an operations room dashboard UI for your streaming service that covers all 16 required monitoring and control features.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"ops-room-dashboard","theme":{"agentDisplayName":"Streaming Operations Command","primaryColor":"#E50914"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["ops-header","region-filter-card","kpi-summary-card","ops-tabs","actions-card"],"component":"Card","direction":"column","gap":"l","id":"root","variant":"clear"},{"children":["header-text","status-badge"],"component":"Card","direction":"row","id":"ops-header","justify":"between","variant":"clear"},{"component":"Heading","id":"header-text","level":"h2","text":"🎬 Global Streaming Operations Room"},{"component":"Badge","id":"status-badge","text":"LIVE MONITORING","variant":"destructive"},{"children":["region-form-control"],"component":"Card","direction":"column","gap":"xs","id":"region-filter-card","variant":"sunk"},{"hint":"Applies regional focus across real-time telemetry (Item 14)","input":"region-select","component":"FormControl","id":"region-form-control","label":"🎯 Focus Region"},{"items":["reg-all","reg-na","reg-eu","reg-apac","reg-latam"],"component":"Select","id":"region-select","name":"region_focus","placeholder":"Select Region","value":"all"},{"component":"SelectItem","id":"reg-all","label":"Global (All Regions)","value":"all"},{"component":"SelectItem","id":"reg-na","label":"North America (NA-EAST / NA-WEST)","value":"na"},{"component":"SelectItem","id":"reg-eu","label":"Europe (EU-CENTRAL / EU-WEST)","value":"eu"},{"component":"SelectItem","id":"reg-apac","label":"Asia Pacific (APAC-SOUTH / APAC-EAST)","value":"apac"},{"component":"SelectItem","id":"reg-latam","label":"Latin America (LATAM-SOUTH)","value":"latam"},{"children":["kpi-viewers","kpi-buffering","kpi-ctr","kpi-zero-search"],"component":"Card","direction":"row","gap":"m","id":"kpi-summary-card","variant":"card"},{"children":["kpi-viewers-title","kpi-viewers-val","kpi-viewers-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-viewers","variant":"clear"},{"component":"TextContent","id":"kpi-viewers-title","size":"small-heavy","text":"1. Concurrent Viewers Now"},{"component":"Heading","id":"kpi-viewers-val","level":"h2","text":"4,829,104"},{"component":"Tag","id":"kpi-viewers-sub","text":"▲ +12.4% vs peak avg","variant":"success"},{"children":["kpi-buffering-title","kpi-buffering-val","kpi-buffering-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-buffering","variant":"clear"},{"component":"TextContent","id":"kpi-buffering-title","size":"small-heavy","text":"6. Global Buffering Rate"},{"component":"Heading","id":"kpi-buffering-val","level":"h2","text":"0.24%"},{"component":"Tag","id":"kpi-buffering-sub","text":"SLA Target: < 0.50%","variant":"success"},{"children":["kpi-ctr-title","kpi-ctr-val","kpi-ctr-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-ctr","variant":"clear"},{"component":"TextContent","id":"kpi-ctr-title","size":"small-heavy","text":"10. Recs Click Rate"},{"component":"Heading","id":"kpi-ctr-val","level":"h2","text":"38.6%"},{"component":"Tag","id":"kpi-ctr-sub","text":"Home Row CTR","variant":"info"},{"children":["kpi-zero-search-title","kpi-zero-search-val","kpi-zero-search-sub"],"component":"Card","direction":"column","gap":"xs","id":"kpi-zero-search","variant":"clear"},{"component":"TextContent","id":"kpi-zero-search-title","size":"small-heavy","text":"11. Zero-Playback Searches"},{"component":"Heading","id":"kpi-zero-search-val","level":"h2","text":"6.1%"},{"component":"Tag","id":"kpi-zero-search-sub","text":"▼ -1.2% this week","variant":"neutral"},{"items":["tab-content","tab-subscribers","tab-infrastructure","tab-business"],"component":"Tabs","id":"ops-tabs"},{"content":["tab-content-card"],"component":"TabItem","id":"tab-content","trigger":"Content & Catalog","value":"content"},{"children":["top-titles-header","top-titles-chart","sep-1","genre-header","genre-chart","sep-2","licenses-header","licenses-table"],"component":"Card","direction":"column","gap":"m","id":"tab-content-card","variant":"card"},{"component":"CardHeader","id":"top-titles-header","subtitle":"Hours viewed during current active broadcast window","title":"2. Most-Watched Titles (Hours Watched)"},{"labels":["Cyber Neon 2088","The Last Horizon","Shadows of Tokyo","Chef's Table: Alpine","Space Fleet S3"],"series":["series-top-titles"],"component":"HorizontalBarChart","id":"top-titles-chart","xLabel":"Million Hours Watched"},{"category":"Hours Watched","values":[42.5,38.2,29.1,18.7,14.3],"component":"Series","id":"series-top-titles"},{"component":"Separator","id":"sep-1","orientation":"horizontal"},{"component":"CardHeader","id":"genre-header","subtitle":"Total viewing hours distribution by primary content category","title":"5. Performance by Genre"},{"labels":["Drama","Sci-Fi","Action","Documentary","Comedy","Animation"],"series":["series-genre-hours"],"component":"BarChart","id":"genre-chart","yLabel":"Million Hours"},{"category":"Hours Watched","values":[120,95,82,45,38,24],"component":"Series","id":"series-genre-hours"},{"component":"Separator","id":"sep-2","orientation":"horizontal"},{"component":"CardHeader","id":"licenses-header","subtitle":"Titles requiring renewal or removal in the next 30 days","title":"9. Licenses Expiring Soon"},{"columns":["lic-col-title","lic-col-region","lic-col-days","lic-col-status"],"component":"Table","id":"licenses-table"},{"data":["Gundam Wing Chronicles","Bakers Championship S2","Indie Film Showcase","Metro Runner","Nordic Noir S1"],"label":"Title","type":"string","component":"Col","id":"lic-col-title"},{"data":["Global","NA / EU","APAC","LATAM","EU"],"label":"Licensed Region","type":"string","component":"Col","id":"lic-col-region"},{"data":[4,12,18,22,29],"label":"Days Remaining","type":"number","component":"Col","id":"lic-col-days"},{"data":["Urgent Renewal","Pending Approval","Reviewing","Negotiating","Auto-Renew"],"label":"Status","type":"string","component":"Col","id":"lic-col-status"},{"content":["tab-sub-card"],"component":"TabItem","id":"tab-subscribers","trigger":"Subscribers & Growth","value":"subscribers"},{"children":["watchtime-header","watchtime-chart","sep-sub-1","sub-growth-header","sub-growth-chart"],"component":"Card","direction":"column","gap":"m","id":"tab-sub-card","variant":"card"},{"component":"CardHeader","id":"watchtime-header","subtitle":"Aggregated daily stream time across all user profiles","title":"3. Watch Time Over Past Month"},{"labels":["W1","W2","W3","W4"],"series":["series-watchtime"],"component":"LineChart","id":"watchtime-chart","variant":"natural","xLabel":"Week","yLabel":"Million Hours"},{"category":"Watch Hours","values":[310,345,390,425],"component":"Series","id":"series-watchtime"},{"component":"Separator","id":"sep-sub-1","orientation":"horizontal"},{"component":"CardHeader","id":"sub-growth-header","subtitle":"Weekly comparison of new signups vs lost memberships","title":"4. New Subscribers vs Cancellations"},{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-new-subs","series-cancels"],"component":"BarChart","id":"sub-growth-chart","variant":"grouped","yLabel":"Users"},{"category":"New Subscribers","values":[145000,162000,189000,210000],"component":"Series","id":"series-new-subs"},{"category":"Cancellations","values":[32000,29000,35000,31000],"component":"Series","id":"series-cancels"},{"content":["tab-infra-card"],"component":"TabItem","id":"tab-infrastructure","trigger":"Delivery & Infra","value":"infrastructure"},{"children":["health-header","health-table","sep-infra-1","flags-header","flags-group"],"component":"Card","direction":"column","gap":"m","id":"tab-infra-card","variant":"card"},{"component":"CardHeader","id":"health-header","subtitle":"CDN throughput, latency, and cache hit metrics","title":"7. Delivery Health by Region"},{"columns":["cdn-col-region","cdn-col-latency","cdn-col-cache","cdn-col-status"],"component":"Table","id":"health-table"},{"data":["NA-East","NA-West","EU-Central","EU-West","APAC-South","LATAM-South"],"label":"CDN Edge Region","type":"string","component":"Col","id":"cdn-col-region"},{"data":["14ms","18ms","22ms","25ms","48ms","38ms"],"label":"Avg Latency","type":"string","component":"Col","id":"cdn-col-latency"},{"data":["98.4%","97.9%","98.1%","96.8%","94.2%","95.6%"],"label":"Cache Hit Ratio","type":"string","component":"Col","id":"cdn-col-cache"},{"data":["Healthy","Healthy","Healthy","Healthy","Degraded","Healthy"],"label":"Status","type":"string","component":"Col","id":"cdn-col-status"},{"component":"Separator","id":"sep-infra-1","orientation":"horizontal"},{"component":"CardHeader","id":"flags-header","subtitle":"Active system toggles and runtime deployment controls","title":"15. Feature Flags & System State"},{"items":["flag-1","flag-2","flag-3","flag-4"],"component":"SwitchGroup","id":"flags-group","name":"feature_flags","variant":"sunk"},{"defaultChecked":true,"description":"Enables AV1 stream profile for 4K desktop streams","label":"AV1 Codec Pipeline","name":"flag_av1","component":"SwitchItem","id":"flag-1"},{"defaultChecked":true,"description":"Uses Transformer-based user interest model for home feed","label":"v2 Recommendation Algorithm","name":"flag_recs_v2","component":"SwitchItem","id":"flag-2"},{"defaultChecked":false,"description":"Forces high bitrates during peak grid congestions","label":"Low Latency Live Mode","name":"flag_live_mode","component":"SwitchItem","id":"flag-3"},{"defaultChecked":true,"description":"Displays dynamic regional promotional banners","label":"Promotional Banner Slot A","name":"flag_promo_slot","component":"SwitchItem","id":"flag-4"},{"content":["tab-biz-card"],"component":"TabItem","id":"tab-business","trigger":"Revenue & Devices","value":"business"},{"children":["rev-header","rev-chart","sep-biz-1","dev-header","dev-chart"],"component":"Card","direction":"column","gap":"m","id":"tab-biz-card","variant":"card"},{"component":"CardHeader","id":"rev-header","subtitle":"Monthly Recurring Revenue breakdown by active plan tier","title":"12. Revenue Split by Plan"},{"appearance":"semiCircular","labels":["Premium (4K)","Standard (1080p)","Basic with Ads"],"component":"PieChart","id":"rev-chart","values":[52,33,15],"variant":"donut"},{"component":"Separator","id":"sep-biz-1","orientation":"horizontal"},{"component":"CardHeader","id":"dev-header","subtitle":"Active playback sessions by client ecosystem","title":"13. Viewing Split by Device"},{"labels":["Smart TV","Mobile","Desktop","Streaming Stick","Gaming Consoles"],"component":"RadialChart","id":"dev-chart","values":[45,28,12,10,5]},{"children":["promote-header","promote-form"],"component":"Card","direction":"column","gap":"m","id":"actions-card","variant":"sunk"},{"component":"CardHeader","id":"promote-header","subtitle":"Override dynamic feed to push a featured title globally or in targeted region","title":"16. Promote Title on Home Screen"},{"buttons":"promote-btn-group","fields":["promote-title-fc","promote-banner-fc"],"name":"promote_title_form","component":"Form","id":"promote-form"},{"hint":"Select movie or show from approved catalog","input":"promote-title-select","component":"FormControl","id":"promote-title-fc","label":"Select Title"},{"items":["opt-1","opt-2","opt-3","opt-4"],"component":"Select","id":"promote-title-select","name":"title_id","placeholder":"Choose catalog title...","value":"opt-1"},{"component":"SelectItem","id":"opt-1","label":"Cyber Neon 2088 (Season 2 Launch)","value":"title_cyber_neon"},{"component":"SelectItem","id":"opt-2","label":"The Last Horizon (Exclusive Movie)","value":"title_last_horizon"},{"component":"SelectItem","id":"opt-3","label":"Chef's Table: Alpine (Docuseries)","value":"title_chefs_table"},{"component":"SelectItem","id":"opt-4 academic","label":"Releases Coming This Month: Quantum Rift","value":"title_quantum_rift"},{"hint":"Location and priority placement on subscriber homepages","input":"promote-banner-select","component":"FormControl","id":"promote-banner-fc","label":"Promotion Slot"},{"items":["slot-hero","slot-trending","slot-popup"],"component":"Select","id":"promote-banner-select","name":"banner_slot","placeholder":"Select Placement Slot","value":"slot-hero"},{"component":"SelectItem","id":"slot-hero","label":"Hero Carousel Billboard (Top Priority)","value":"hero"},{"component":"SelectItem","id":"slot-trending","label":"#1 Trending Banner Badge","value":"trending"},{"component":"SelectItem","id":"slot-popup","label":"In-App Takeover Modal","value":"takeover"},{"buttons":["btn-submit-promote"],"component":"Buttons","id":"promote-btn-group"},{"action":["promote_title_action"],"component":"Button","id":"btn-submit-promote","label":"Publish Promotion to Home Screen","variant":"primary"}],"surfaceId":"ops-room-dashboard"}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..fb722f6b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,9 @@
+Here is a operational dashboard for managing streaming service operations, containing real-time monitoring, metrics, content, and system controls.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"streaming-ops-room","theme":{"agentDisplayName":"StreamOps Operations Center","primaryColor":"#E50914"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["ops-header","region-filter-card","kpi-summary-card","tabs-container"],"component":"Card","direction":"column","gap":"l","id":"root","variant":"clear"},{"children":["header-title","header-actions"],"component":"Card","direction":"row","gap":"m","id":"ops-header","justify":"between","variant":"clear"},{"id":"header-title","level":"h1","text":"📺 StreamOps Control Room"},"buttons":["refresh-btn","alert-btn"],"component":"Buttons","direction":"row","id":"header-actions"},{"action":[],"component":"Button","id":"refresh-btn","label":"Live Syncing (Active)","size":"small","variant":"secondary"},{"action":[],"component":"Button","id":"alert-btn","label":"System Alerts (0)","size":"small","variant":"tertiary"},{"children":["region-filter-form"],"component":"Card","direction":"column","gap":"s","id":"region-filter-card","variant":"sunk"},{"fields":["region-select-control"],"id":"region-filter-form","name":"region-filter-form"},{"hint":"Filters metrics #1, #6, and #7 dynamically across the operations dashboard.","input":"region-select","label":"Item 14: Regional Focus Control","component":"FormControl","id":"region-select-control"},{"items":["reg-all","reg-na","reg-eu","reg-apac","reg-latam"],"name":"selected_region","placeholder":"Select Region Focus...","component":"Select","id":"region-select","value":"reg-all"},{"id":"reg-all","label":"🌍 Global (All Regions)","value":"all"},{"id":"reg-na","label":"🇺🇸 North America (NA)","value":"na"},{"id":"reg-eu","label":"🇪🇺 Europe (EU)","value":"eu"},{"id":"reg-apac","label":"🇯🇵 Asia-Pacific (APAC)","value":"apac"},{"id":"reg-latam","label":"🇧🇷 Latin America (LATAM)","value":"latam"},{"children":["viewers-now-card","buffering-rate-card"],"component":"Card","direction":"row","gap":"m","id":"kpi-summary-card","variant":"clear"},{"children":["viewers-now-header","viewers-now-metric","viewers-now-progress"],"component":"Card","direction":"column","gap":"xs","id":"viewers-now-card","variant":"card","weight":1},{"subtitle":"Real-Time Active Streams","title":"Item 1: Viewers Watching Right Now","component":"CardHeader","id":"viewers-now-header"},{"id":"viewers-now-metric","size":"large-heavy","text":"3,842,109 Viewers"},{"label":"85% of Peak Capacity (4.5M)","value":85,"component":"Progress","id":"viewers-now-progress"},{"children":["buffering-header","buffering-metric","buffering-alert"],"component":"Card","direction":"column","gap":"xs","id":"buffering-rate-card","variant":"card","weight":1},{"subtitle":"Global QoS Health Metric","title":"Item 6: Buffering Rate","component":"CardHeader","id":"buffering-header"},{"id":"buffering-metric","size":"large-heavy","text":"0.42% Avg Buffering"},{"description":"Global target < 0.50% - Operating within SLA parameters.","title":"Optimal Stream Health","variant":"success","component":"Alert","id":"buffering-alert"},{"items":["tab-overview","tab-content","tab-tech"],"component":"Tabs","id":"tabs-container"},{"content":["overview-grid"],"component":"TabItem","id":"tab-overview","trigger":"📊 Audience & Financial Overview","value":"overview"},{"children":["watch-time-card","subscribers-card","most-watched-card","revenue-card","genre-card","device-card"],"component":"Card","direction":"column","gap":"l","id":"overview-grid","variant":"clear"},{"children":["watch-time-header","watch-time-chart"],"component":"Card","direction":"column","gap":"m","id":"watch-time-card","variant":"card"},{"subtitle":"Total Aggregated Hours (Past 30 Days)","title":"Item 3: Watch Time Over the Past Month","component":"CardHeader","id":"watch-time-header"},{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["wt-series"],"variant":"natural","xLabel":"Week","yLabel":"Hours (Millions)","component":"AreaChart","id":"watch-time-chart"},{"category":"Watch Time (M Hours)","values":[120,135,128,154],"component":"Series","id":"wt-series"},{"children":["subs-header","subs-chart"],"component":"Card","direction":"column","gap":"m","id":"subscribers-card","variant":"card"},{"subtitle":"Daily Acquisition vs Churn Breakdown","title":"Item 4: New Subscribers vs Cancellations","component":"CardHeader","id":"subs-header"},{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["new-subs-series","cancels-series"],"variant":"grouped","xLabel":"Day","yLabel":"Count","component":"BarChart","id":"subs-chart"},{"category":"New Subscribers","values":[14200,16500,15100,18900,22400,28100,24500],"component":"Series","id":"new-subs-series"},{"category":"Cancellations","values":[3100,2900,3400,3200,2800,2100,2600],"component":"Series","id":"cancels-series"},{"children":["most-watched-header","most-watched-table"],"component":"Card","direction":"column","gap":"m","id":"most-watched-card","variant":"card"},{"subtitle":"Top Performed Titles by Consumption","title":"Item 2: Most-Watched Titles with Hours","component":"CardHeader","id":"most-watched-header"},{"columns":["mw-col-rank","mw-col-title","mw-col-hours","mw-col-shares"],"component":"Table","id":"most-watched-table"},{"data":[1,2,3,4,5],"label":"Rank","type":"number","component":"Col","id":"mw-col-rank"},{"data":["Cyber Pulse: Season 2","Shadow Realm (Movie)","Chronicles of Neo-Tokyo","The Last Frontier","Space Odyssey Live"],"label":"Title","type":"string","component":"Col","id":"mw-col-title"},{"data":["48.2M hrs","35.6M hrs","29.1M hrs","22.8M hrs","18.4M hrs"],"label":"Watch Time","type":"string","component":"Col","id":"mw-col-hours"},{"data":["31%","22%","18%","14%","11%"],"label":"Share","type":"string","component":"Col","id":"mw-col-shares"},{"children":["revenue-header","revenue-chart"],"component":"Card","direction":"column","gap":"m","id":"revenue-card","variant":"card"},{"subtitle":"MRR Contribution by Subscription Tier","title":"Item 12: Revenue Split by Plan","component":"CardHeader","id":"revenue-header"},{"appearance":"circular","labels":["Standard (Ads)","Standard (No Ads)","Premium 4K"],"values":[35,45,20],"variant":"donut","component":"PieChart","id":"revenue-chart"},{"children":["genre-header","genre-chart"],"component":"Card","direction":"column","gap":"m","id":"genre-card","variant":"card"},{"subtitle":"Consumption Share Across Categories","title":"Item 5: Performance by Genre","component":"CardHeader","id":"genre-header"},{"labels":["Sci-Fi","Drama","Action","Documentary","Comedy","Animation"],"series":["genre-series"],"variant":"grouped","xLabel":"Genre","yLabel":"Viewership %","component":"HorizontalBarChart","id":"genre-chart"},{"category":"Viewership Share (%)","values":[32,24,18,12,9,5],"component":"Series","id":"genre-series"},{"children":["device-header","device-chart"],"component":"Card","direction":"column","gap":"m","id":"device-card","variant":"card"},{"subtitle":"Playback Distribution Across Client Hardware","title":"Item 13: Viewing Split by Device","component":"CardHeader","id":"device-header"},{"labels":["Smart TV","Mobile","Desktop","Gaming Console","Tablet"],"values":[54,22,12,8,4],"variant":"radial","component":"RadialChart","id":"device-chart"},{"content":["content-grid"],"component":"TabItem","id":"tab-content","trigger":"🎬 Content & Promotion Operations","value":"content"},{"children":["promote-card","upcoming-card","expiring-card","recs-search-card"],"component":"Card","direction":"column","gap":"l","id":"content-grid","variant":"clear"},{"children":["promote-header","promote-form"],"component":"Card","direction":"column","gap":"m","id":"promote-card","variant":"card"},{"subtitle":"Override Hero Banner Carousel Instantly","title":"Item 16: Promote a Title on Home Screen","component":"CardHeader","id":"promote-header"},{"buttons":["promote-btn-group"],"fields":["title-select-control","slot-select-control","banner-text-control"],"id":"promote-form","name":"promote-title-form"},{"hint":"Select an active catalog title to feature globally or in focused region.","input":"title-select","label":"Select Title","component":"FormControl","id":"title-select-control"},{"items":["t-cyber","t-shadow","t-solaris","t-deepsea"],"name":"title_id","placeholder":"Choose Title...","component":"Select","id":"title-select"},{"id":"t-cyber","label":"Cyber Pulse: Season 2","value":"cyber_pulse_2"},{"id":"t-shadow","label":"Shadow Realm (Movie)","value":"shadow_realm"},{"id":"t-solaris","label":"Solaris Chronicles (New)","value":"solaris"},{"id":"t-deepsea","label":"Deep Sea Secrets (Doc)","value":"deep_sea"},{"hint":"Target hero banner position.","input":"slot-select","label":"Hero Carousel Slot","component":"FormControl","id":"slot-select-control"},{"items":["s-1","s-2","s-3"],"name":"slot_id","placeholder":"Choose Slot...","component":"Select","id":"slot-select"},{"id":"s-1","label":"Slot 1 (Main Hero)","value":"slot_1"},{"id":"s-2","label":"Slot 2 (Featured #2)","value":"slot_2"},{"id":"s-3","label":"Slot 3 (Featured #3)","value":"slot_3"},{"hint":"Custom promo message displayed on the card thumbnail.","input":"banner-text-input","label":"Promo Badge Text","component":"FormControl","id":"banner-text-control"},{"name":"promo_badge","placeholder":"e.g. #1 MOVIE TODAY or NEW SEASON","type":"text","value":"#1 TRENDING NOW","component":"Input","id":"banner-text-input"},{"buttons":["pub-btn"],"component":"Buttons","direction":"row","id":"promote-btn-group"},{"action":[],"component":"Button","id":"pub-btn","label":"Publish to Home Screen","variant":"primary"},{"children":["upcoming-header","upcoming-list"],"component":"Card","direction":"column","gap":"m","id":"upcoming-card","variant":"card"},{"subtitle":"Scheduled Content Drops (Current Month)","title":"Item 8: Releases Coming This Month","component":"CardHeader","id":"upcoming-header"},{"items":["rel-1","rel-2","rel-3","rel-4"],"variant":"number","component":"ListBlock","id":"upcoming-list"},{"actionLabel":"Oct 12","subtitle":"Original Sci-Fi Series • 8 Episodes • 4K HDR","title":"Solaris Chronicles (Season 1)","component":"ListItem","id":"rel-1"},{"actionLabel":"Oct 18","subtitle":"Feature Film • Action / Thriller • Dolby Atmos","title":"Velocity: Overdrive","component":"ListItem","id":"rel-2"},{"actionLabel":"Oct 24","subtitle":"Nature Documentary Miniseries • 4 Episodes","title":"Deep Sea Secrets","component":"ListItem","id":"rel-3"},{"actionLabel":"Oct 29","subtitle":"Live Comedy Special • Exclusive Stream","title":"Laugh Out Loud: Live in Tokyo","component":"ListItem","id":"rel-4"},{"children":["expiring-header","expiring-table"],"component":"Card","direction":"column","gap":"m","id":"expiring-card","variant":"card"},{"subtitle":"Contract End Dates Requiring Renewal Action","title":"Item 9: Licenses Expiring Soon","component":"CardHeader","id":"expiring-header"},{"columns":["exp-col-title","exp-col-provider","exp-col-date","exp-col-status"],"component":"Table","id":"expiring-table"},{"data":["The Great Horizon","Midnight Detective (S1-S4)","Retro Arcade Stories","Urban Legends Uncut"],"label":"Title","type":"string","component":"Col","id":"exp-col-title"},{"data":["Paramount Licensing","Warner Media","Indie Film Co","Universal Content"],"label":"Licensor","type":"string","component":"Col","id":"exp-col-provider"},{"data":["In 3 Days","In 8 Days","In 14 Days","In 21 Days"],"label":"Expires","type":"string","component":"Col","id":"exp-col-date"},{"data":["Renewal Pending","Under Review","Action Required","Renewed"],"label":"Status","type":"string","component":"Col","id":"exp-col-status"},{"children":["recs-search-card-inner"],"component":"Card","direction":"row","gap":"m","id":"recs-search-card","variant":"clear"},{"children":["recs-header","recs-ctr-text","recs-progress"],"component":"Card","direction":"column","gap":"xs","id":"recs-card","variant":"card","weight":1},{"subtitle":"Recommendation Engine Conversion","title":"Item 10: Recommendation Click-Through Rate","component":"CardHeader","id":"recs-header"},{"id":"recs-ctr-text","size":"large-heavy","text":"28.4% CTR"},{"label":"Target: 25.0% (+3.4% above benchmark)","value":78,"component":"Progress","id":"recs-progress"},{"children":["search-header","search-table"],"component":"Card","direction":"column","gap":"s","id":"search-card","variant":"card","weight":1},{"subtitle":"Drop-off & Missing Content Demand","title":"Item 11: Searches Ended Without Playback","component":"CardHeader","id":"search-header"},{"columns":["s-col-query","s-col-count","s-col-reason"],"component":"Table","id":"search-table"},{"data":["Stranger Things S5","Avatar 3","Anime Uncut","Formula 1 Live"],"label":"Search Query","type":"string","component":"Col","id":"s-col-query"},{"data":["142,500","89,200","64,100","41,800"],"label":"Volume","type":"string","component":"Col","id":"s-col-count"},{"data":["Not In Catalog","Unreleased","Metadata Missing","Geo-Restricted"],"label":"Primary Reason","type":"string","component":"Col","id":"s-col-reason"},{"content":["tech-grid"],"component":"TabItem","id":"tab-tech","trigger":"⚙️ Infrastructure & Feature Management","value":"tech"},{"children":["delivery-card","flags-card"],"component":"Card","direction":"column","gap":"l","id":"tech-grid","variant":"clear"},{"children":["delivery-header","delivery-table"],"component":"Card","direction":"column","gap":"m","id":"delivery-card","variant":"card"},{"subtitle":"CDN & Edge Server QoS Status By Territory","title":"Item 7: Delivery Health by Region","component":"CardHeader","id":"delivery-header"},{"columns":["dh-col-region","dh-col-cdn","dh-col-latency","dh-col-status"],"component":"Table","id":"delivery-table"},{"data":["North America East","North America West","Europe Central","Asia Pacific (Tokyo)","Latin America (Brazil)"],"label":"Region","type":"string","component":"Col","id":"dh-col-region"},{"data":["Akamai (99.98%)","Cloudflare (99.99%)","Fastly (99.95%)","AWS CloudFront (99.91%)","EdgeNext (99.82%)"],"label":"CDN Provider","type":"string","component":"Col","id":"dh-col-cdn"},{"data":["18 ms","22 ms","31 ms","45 ms","68 ms"],"label":"Avg Latency","type":"string","component":"Col","id":"dh-col-latency"},{"data":["HEALTHY","HEALTHY","HEALTHY","DEGRADED","HEALTHY"],"label":"Status","type":"string","component":"Col","id":"dh-col-status"},{"children":["flags-header","flags-switch-group","flags-actions"],"component":"Card","direction":"column","gap":"m","id":"flags-card","variant":"card"},{"subtitle":"Toggle Real-time Platform Capabilities & Experiments","title":"Item 15: Feature Flags with State","component":"CardHeader","id":"flags-header"},{"items":["flag-1","flag-2","flag-3","flag-4"],"name":"feature_flags","variant":"card","component":"SwitchGroup","id":"flags-switch-group"},{"defaultChecked":true,"description":"Enables high-efficiency video coding for supported 4K mobile clients.","label":"AV1 Codec Streaming","name":"flag_av1","component":"SwitchItem","id":"flag-1"},{"defaultChecked":true,"description":"AI-driven personal home page layout generation.","label":"Personalized Hero V2","name":"flag_hero_v2","component":"SwitchItem","id":"flag-2"},{"defaultChecked":false,"description":"Enables interactive multi-cam perspective switcher on sports streams.","label":"Live Interactive Multi-View","name":"flag_multiview","component":"SwitchItem","id":"flag-3"},{"defaultChecked":false,"description":"Low-bitrate fallback path for legacy TV streaming devices.","label":"Legacy TV Fallback Pipeline","name":"flag_legacy_tv","component":"SwitchItem","id":"flag-4"},{"buttons":["save-flags-btn"],"component":"Buttons","direction":"row","id":"flags-actions"},{"action":[],"component":"Button","id":"save-flags-btn","label":"Apply Flag Changes","variant":"primary"}]},"surfaceId":"streaming-ops-room","version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..5bf8130c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,1013 @@
+Here is the single-screen operational dashboard UI for your streaming service operations room, covering all 16 requested features and metrics.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#E50914",
+        "agentDisplayName": "Streaming Ops Control Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-room",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-section",
+            "kpi-section",
+            "main-tabs"
+          ]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "header-titles",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-titles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "main-heading",
+            "sub-heading"
+          ]
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "level": "h1",
+          "text": "Streaming Ops Center"
+        },
+        {
+          "id": "sub-heading",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Live Operations, Delivery Health & Content Analytics"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": [
+            "region-select-label",
+            "region-selector"
+          ]
+        },
+        {
+          "id": "region-select-label",
+          "component": "Label",
+          "text": "Region Focus:"
+        },
+        {
+          "id": "region-selector",
+          "component": "Select",
+          "name": "focusedRegion",
+          "placeholder": "Select Region...",
+          "value": "global",
+          "size": "small",
+          "items": [
+            "opt-global",
+            "opt-na",
+            "opt-eu",
+            "opt-apac",
+            "opt-latam"
+          ]
+        },
+        {
+          "id": "opt-global",
+          "component": "SelectItem",
+          "value": "global",
+          "label": "Global (All Regions)"
+        },
+        {
+          "id": "opt-na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America (NA)"
+        },
+        {
+          "id": "opt-eu",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe & ME (EMEA)"
+        },
+        {
+          "id": "opt-apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia-Pacific (APAC)"
+        },
+        {
+          "id": "opt-latam",
+          "component": "SelectItem",
+          "value": "latam",
+          "label": "Latin America (LATAM)"
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpi-card-viewers",
+            "kpi-card-buffer",
+            "kpi-card-recs",
+            "kpi-card-subs"
+          ]
+        },
+        {
+          "id": "kpi-card-viewers",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-viewers-title",
+            "kpi-viewers-val",
+            "kpi-viewers-tag"
+          ]
+        },
+        {
+          "id": "kpi-viewers-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Concurrent Viewers Right Now"
+        },
+        {
+          "id": "kpi-viewers-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "4,281,940"
+        },
+        {
+          "id": "kpi-viewers-tag",
+          "component": "Tag",
+          "text": "+12.4% vs peak avg",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-buffer",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-buffer-title",
+            "kpi-buffer-val",
+            "kpi-buffer-tag"
+          ]
+        },
+        {
+          "id": "kpi-buffer-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Global Buffering Rate"
+        },
+        {
+          "id": "kpi-buffer-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "0.42%"
+        },
+        {
+          "id": "kpi-buffer-tag",
+          "component": "Tag",
+          "text": "Healthy (< 0.50%)",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-recs",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-recs-title",
+            "kpi-recs-val",
+            "kpi-recs-tag"
+          ]
+        },
+        {
+          "id": "kpi-recs-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Rec CTR (Click-Through)"
+        },
+        {
+          "id": "kpi-recs-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "34.8%"
+        },
+        {
+          "id": "kpi-recs-tag",
+          "component": "Tag",
+          "text": "+2.1% AI model v4",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-card-subs",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": [
+            "kpi-subs-title",
+            "kpi-subs-val",
+            "kpi-subs-tag"
+          ]
+        },
+        {
+          "id": "kpi-subs-title",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Net Subs (24h)"
+        },
+        {
+          "id": "kpi-subs-val",
+          "component": "Heading",
+          "level": "h2",
+          "text": "+18,450"
+        },
+        {
+          "id": "kpi-subs-tag",
+          "component": "Tag",
+          "text": "24.2k New / 5.75k Churn",
+          "variant": "neutral",
+          "size": "sm"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-content",
+            "tab-platform-ops"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Executive Overview",
+          "content": [
+            "overview-row-1",
+            "overview-row-2"
+          ]
+        },
+        {
+          "id": "overview-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-watch-time",
+            "card-subs-chart"
+          ]
+        },
+        {
+          "id": "card-watch-time",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "watch-time-header",
+            "watch-time-chart"
+          ]
+        },
+        {
+          "id": "watch-time-header",
+          "component": "CardHeader",
+          "title": "Watch Time Over the Past Month",
+          "subtitle": "Total hours streamed daily across all platforms (Millions of Hours)"
+        },
+        {
+          "id": "watch-time-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day of Month",
+          "yLabel": "Million Hours",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": [
+            "wt-series-total"
+          ]
+        },
+        {
+          "id": "wt-series-total",
+          "component": "Series",
+          "category": "Watch Hours (M)",
+          "values": [42.5, 48.2, 51.0, 58.7]
+        },
+        {
+          "id": "card-subs-chart",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "subs-chart-header",
+            "subs-bar-chart"
+          ]
+        },
+        {
+          "id": "subs-chart-header",
+          "component": "CardHeader",
+          "title": "New Subscribers vs. Cancellations",
+          "subtitle": "Weekly acquisition and churn comparison"
+        },
+        {
+          "id": "subs-bar-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Week",
+          "yLabel": "Subscribers",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"],
+          "series": [
+            "subs-series-new",
+            "subs-series-churn"
+          ]
+        },
+        {
+          "id": "subs-series-new",
+          "component": "Series",
+          "category": "New Subscribers",
+          "values": [120000, 145000, 132000, 168000]
+        },
+        {
+          "id": "subs-series-churn",
+          "component": "Series",
+          "category": "Cancellations",
+          "values": [32000, 29000, 35000, 31000]
+        },
+        {
+          "id": "overview-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-revenue-split",
+            "card-device-split",
+            "card-genre-performance"
+          ]
+        },
+        {
+          "id": "card-revenue-split",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "rev-header",
+            "rev-pie-chart"
+          ]
+        },
+        {
+          "id": "rev-header",
+          "component": "CardHeader",
+          "title": "Revenue Split by Plan",
+          "subtitle": "Monthly Recurring Revenue share"
+        },
+        {
+          "id": "rev-pie-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Standard with Ads", "Standard HD", "Premium 4K Ultra"],
+          "values": [32, 45, 23]
+        },
+        {
+          "id": "card-device-split",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "device-header",
+            "device-stacked-chart"
+          ]
+        },
+        {
+          "id": "device-header",
+          "component": "CardHeader",
+          "title": "Viewing Split by Device",
+          "subtitle": "Percentage of active streams"
+        },
+        {
+          "id": "device-stacked-chart",
+          "component": "SingleStackedBarChart",
+          "labels": ["Smart TV", "Mobile", "Web", "Console/Streaming Stick"],
+          "values": [54, 22, 14, 10]
+        },
+        {
+          "id": "card-genre-performance",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "genre-header",
+            "genre-radar-chart"
+          ]
+        },
+        {
+          "id": "genre-header",
+          "component": "CardHeader",
+          "title": "Performance by Genre",
+          "subtitle": "Engagement Score index (0-100)"
+        },
+        {
+          "id": "genre-radar-chart",
+          "component": "RadarChart",
+          "labels": ["Sci-Fi", "Drama", "Comedy", "Documentary", "Action", "Thriller"],
+          "series": [
+            "genre-series-engagement"
+          ]
+        },
+        {
+          "id": "genre-series-engagement",
+          "component": "Series",
+          "category": "Engagement Score",
+          "values": [88, 75, 62, 54, 91, 79]
+        },
+        {
+          "id": "tab-content",
+          "component": "TabItem",
+          "value": "content",
+          "trigger": "Content Management & Catalogue",
+          "content": [
+            "content-promotion-banner",
+            "content-split-row"
+          ]
+        },
+        {
+          "id": "content-promotion-banner",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "promo-header",
+            "promo-form"
+          ]
+        },
+        {
+          "id": "promo-header",
+          "component": "CardHeader",
+          "title": "Promote Title on Home Screen",
+          "subtitle": "Push a title to hero carousel placement across selected regions"
+        },
+        {
+          "id": "promo-form",
+          "component": "Form",
+          "name": "promoteTitleForm",
+          "fields": [
+            "field-title-select",
+            "field-slot-select",
+            "field-duration"
+          ],
+          "buttons": "promo-form-buttons"
+        },
+        {
+          "id": "field-title-select",
+          "component": "FormControl",
+          "label": "Select Title to Promote",
+          "hint": "Must have approved 4K key art assets",
+          "input": "input-title-select"
+        },
+        {
+          "id": "input-title-select",
+          "component": "Select",
+          "name": "titleToPromote",
+          "placeholder": "Choose a title...",
+          "items": [
+            "item-t1",
+            "item-t2",
+            "item-t3"
+          ]
+        },
+        {
+          "id": "item-t1",
+          "component": "SelectItem",
+          "value": "title_cyberpunk_chronicles",
+          "label": "Cyberpunk Chronicles (Season 2)"
+        },
+        {
+          "id": "item-t2",
+          "component": "SelectItem",
+          "value": "title_deep_space",
+          "label": "Deep Space Odyssey"
+        },
+        {
+          "id": "item-t3",
+          "component": "SelectItem",
+          "value": "title_chef_table",
+          "label": "The Master Chef: Global Edition"
+        },
+        {
+          "id": "field-slot-select",
+          "component": "FormControl",
+          "label": "Hero Carousel Slot",
+          "input": "input-slot-select"
+        },
+        {
+          "id": "input-slot-select",
+          "component": "Select",
+          "name": "heroSlot",
+          "placeholder": "Slot placement...",
+          "items": [
+            "slot-1",
+            "slot-2",
+            "slot-3"
+          ]
+        },
+        {
+          "id": "slot-1",
+          "component": "SelectItem",
+          "value": "1",
+          "label": "Slot 1 (Main Hero Spot - Autoplay Unmuted)"
+        },
+        {
+          "id": "slot-2",
+          "component": "SelectItem",
+          "value": "2",
+          "label": "Slot 2 (Featured Banner)"
+        },
+        {
+          "id": "slot-3",
+          "component": "SelectItem",
+          "value": "3",
+          "label": "Slot 3 (Trending Spotlight)"
+        },
+        {
+          "id": "field-duration",
+          "component": "FormControl",
+          "label": "Promotion Campaign Duration (Days)",
+          "input": "input-duration-slider"
+        },
+        {
+          "id": "input-duration-slider",
+          "component": "Slider",
+          "name": "promoDuration",
+          "variant": "discrete",
+          "min": 1,
+          "max": 14,
+          "step": 1,
+          "defaultValue": [3],
+          "label": "Days Active"
+        },
+        {
+          "id": "promo-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-promote-now"
+          ]
+        },
+        {
+          "id": "btn-promote-now",
+          "component": "Button",
+          "label": "Publish Promotion to Home Screen",
+          "variant": "primary"
+        },
+        {
+          "id": "content-split-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-most-watched",
+            "card-content-lifecycle"
+          ]
+        },
+        {
+          "id": "card-most-watched",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "most-watched-header",
+            "most-watched-table"
+          ]
+        },
+        {
+          "id": "most-watched-header",
+          "component": "CardHeader",
+          "title": "Most-Watched Titles",
+          "subtitle": "Total hours watched across all regions in the past 30 days"
+        },
+        {
+          "id": "most-watched-table",
+          "component": "Table",
+          "columns": [
+            "col-mw-rank",
+            "col-mw-title",
+            "col-mw-hours",
+            "col-mw-completion"
+          ]
+        },
+        {
+          "id": "col-mw-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": ["#1", "#2", "#3", "#4", "#5"]
+        },
+        {
+          "id": "col-mw-title",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": [
+            "Cyberpunk Chronicles (S2)",
+            "The Midnight Realm",
+            "Shadows & Light (S1)",
+            "Global Velocity: Tokyo",
+            "Deep Space Odyssey"
+          ]
+        },
+        {
+          "id": "col-mw-hours",
+          "component": "Col",
+          "label": "Hours Watched",
+          "type": "string",
+          "data": [
+            "142,500,000 hrs",
+            "98,200,000 hrs",
+            "76,100,000 hrs",
+            "64,800,000 hrs",
+            "52,300,000 hrs"
+          ]
+        },
+        {
+          "id": "col-mw-completion",
+          "component": "Col",
+          "label": "Completion Rate",
+          "type": "string",
+          "data": ["84%", "79%", "71%", "68%", "73%"]
+        },
+        {
+          "id": "card-content-lifecycle",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "lifecycle-accordion"
+          ]
+        },
+        {
+          "id": "lifecycle-accordion",
+          "component": "Accordion",
+          "items": [
+            "acc-upcoming-releases",
+            "acc-expiring-licenses"
+          ]
+        },
+        {
+          "id": "acc-upcoming-releases",
+          "component": "AccordionItem",
+          "value": "upcoming",
+          "trigger": "Releases Coming This Month (7 Upcoming)",
+          "content": [
+            "list-upcoming"
+          ]
+        },
+        {
+          "id": "list-upcoming",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "rel-1",
+            "rel-2",
+            "rel-3"
+          ]
+        },
+        {
+          "id": "rel-1",
+          "component": "ListItem",
+          "title": "Quantum Paradox (Film Premier)",
+          "subtitle": "Release: Nov 18 • Global Exclusivity • 4K HDR Dolby Atmos",
+          "actionLabel": "Assets Ready"
+        },
+        {
+          "id": "rel-2",
+          "component": "ListItem",
+          "title": "Chef's Secret Table: Italy",
+          "subtitle": "Release: Nov 22 • Docuseries • Subtitled in 24 languages",
+          "actionLabel": "In QC"
+        },
+        {
+          "id": "rel-3",
+          "component": "ListItem",
+          "title": "Cyberpunk Chronicles (S2 Finale)",
+          "subtitle": "Release: Nov 28 • Live Event Streaming Setup",
+          "actionLabel": "Scheduled"
+        },
+        {
+          "id": "acc-expiring-licenses",
+          "component": "AccordionItem",
+          "value": "expiring",
+          "trigger": "Licenses Expiring Soon (Action Needed)",
+          "content": [
+            "expiring-callout",
+            "list-expiring"
+          ]
+        },
+        {
+          "id": "expiring-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Renewal Notice",
+          "description": "3 high-traffic titles expire within 15 days. Renegotiation or removal banner required."
+        },
+        {
+          "id": "list-expiring",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "exp-1",
+            "exp-2",
+            "exp-3"
+          ]
+        },
+        {
+          "id": "exp-1",
+          "component": "ListItem",
+          "title": "The Golden Age (Seasons 1-5)",
+          "subtitle": "Expires in 6 days (Nov 15) • Distributor: WB Streaming",
+          "actionLabel": "Renew Offer Sent"
+        },
+        {
+          "id": "exp-2",
+          "component": "ListItem",
+          "title": "Supernova Action Movie Collection",
+          "subtitle": "Expires in 11 days (Nov 20) • Distributor: Sony Content",
+          "actionLabel": "Pending Legal"
+        },
+        {
+          "id": "exp-3",
+          "component": "ListItem",
+          "title": "Wildlife Safari HD",
+          "subtitle": "Expires in 14 days (Nov 23) • Distributor: BBC Earth",
+          "actionLabel": "To Be Removed"
+        },
+        {
+          "id": "tab-platform-ops",
+          "component": "TabItem",
+          "value": "platform_ops",
+          "trigger": "Platform Ops & System Health",
+          "content": [
+            "ops-row-1",
+            "ops-row-2"
+          ]
+        },
+        {
+          "id": "ops-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "card-delivery-health",
+            "card-search-friction"
+          ]
+        },
+        {
+          "id": "card-delivery-health",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "delivery-header",
+            "delivery-table"
+          ]
+        },
+        {
+          "id": "delivery-header",
+          "component": "CardHeader",
+          "title": "Delivery Health by Region",
+          "subtitle": "Edge CDN performance, latency, and error rates"
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": [
+            "col-dh-region",
+            "col-dh-cdn",
+            "col-dh-latency",
+            "col-dh-bitrate",
+            "col-dh-status"
+          ]
+        },
+        {
+          "id": "col-dh-region",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": ["North America", "Europe West", "Asia East", "Latin America"]
+        },
+        {
+          "id": "col-dh-cdn",
+          "component": "Col",
+          "label": "Primary CDN",
+          "type": "string",
+          "data": ["Fastly / AWS", "Akamai / Cloudflare", "Cloudflare", "Cloudfront"]
+        },
+        {
+          "id": "col-dh-latency",
+          "component": "Col",
+          "label": "Avg TTFB",
+          "type": "string",
+          "data": ["18 ms", "24 ms", "42 ms", "68 ms"]
+        },
+        {
+          "id": "col-dh-bitrate",
+          "component": "Col",
+          "label": "Avg Bitrate",
+          "type": "string",
+          "data": ["14.2 Mbps", "13.8 Mbps", "11.5 Mbps", "8.9 Mbps"]
+        },
+        {
+          "id": "col-dh-status",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["99.99% Optimal", "99.98% Optimal", "99.91% Healthy", "99.82% Degraded"]
+        },
+        {
+          "id": "card-search-friction",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "search-header",
+            "search-alert",
+            "search-list"
+          ]
+        },
+        {
+          "id": "search-header",
+          "component": "CardHeader",
+          "title": "Searches Ending Without Playback",
+          "subtitle": "High-volume queries resulting in user abandonment (Missing Content Signals)"
+        },
+        {
+          "id": "search-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Catalog Gap Alert",
+          "description": "High search volume for non-licensed titles detected in EMEA region."
+        },
+        {
+          "id": "search-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "search-1",
+            "search-2",
+            "search-3",
+            "search-4"
+          ]
+        },
+        {
+          "id": "search-1",
+          "component": "ListItem",
+          "title": "“Inception”",
+          "subtitle": "48,200 searches • 0% playback • Rights unacquired in NA/EU",
+          "actionLabel": "Acquisition Priority"
+        },
+        {
+          "id": "search-2",
+          "component": "ListItem",
+          "title": "“Interstellar 4K”",
+          "subtitle": "32,100 searches • 1.2% conversion • Bad title alias indexing",
+          "actionLabel": "Fix Metadata"
+        },
+        {
+          "id": "search-3",
+          "component": "ListItem",
+          "title": "“Formula 1 Drive to Survive”",
+          "subtitle": "29,400 searches • 0% playback • Competitor Exclusive",
+          "actionLabel": "Competitor Competitor"
+        },
+        {
+          "id": "search-4",
+          "component": "ListItem",
+          "title": "“Spanish Dubbed Anime”",
+          "subtitle": "19,800 searches • 3.4% conversion • Missing language audio tracks",
+          "actionLabel": "Add Dubbing"
+        },
+        {
+          "id": "ops-row-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "flags-header",
+            "flags-group"
+          ]
+        },
+        {
+          "id": "flags-header",
+          "component": "CardHeader",
+          "title": "Feature Flags & Live Experiments",
+          "subtitle": "Toggle feature rollouts and streaming engine configuration dynamically"
+        },
+        {
+          "id": "flags-group",
+          "component": "SwitchGroup",
+          "name": "systemFeatureFlags",
+          "variant": "sunk",
+          "items": [
+            "flag-1",
+            "flag-2",
+            "flag-3",
+            "flag-4"
+          ]
+        },
+        {
+          "id": "flag-1",
+          "component": "SwitchItem",
+          "name": "flag_av1_codec",
+          "label": "AV1 Video Codec Default (Mobile)",
+          "description": "Reduces data usage by 30% on cellular connections for compatible Android & iOS devices.",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag-2",
+          "component": "SwitchItem",
+          "name": "flag_ai_personalized_rec",
+          "label": "AI Recommendation Engine v4.2 (Real-time Context)",
+          "description": "Uses live session watching behavior to adapt recommendations within 15 seconds.",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag-3",
+          "component": "SwitchItem",
+          "name": "flag_interactive_skip_intro",
+          "label": "Auto-Skip Intro & Recap Prompts",
+          "description": "Automatically skips credits and intro sequences on TV devices.",
+          "defaultChecked": false
+        },
+        {
+          "id": "flag-4",
+          "component": "SwitchItem",
+          "name": "flag_low_latency_live",
+          "label": "Ultra Low Latency Live Stream Mode (LL-HLS)",
+          "description": "Reduces live broadcast delay from 12s down to 2.5s globally.",
+          "defaultChecked": true
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..b35dd6701
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,9 @@
+Here is the complete operations room dashboard for the streaming service, covering all 16 metrics and controls in a consolidated view.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops_room_dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps Command Center"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops_room_dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header_card","region_filter_card","kpi_summary_grid","tabs_section","controls_and_flags_grid","follow_ups"]},{"id":"header_card","component":"Card","variant":"card","direction":"row","justify":"between","align":"center","children":["header_title_stack","header_status_badge"]},{"id":"header_title_stack","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["main_heading","sub_heading"]},{"id":"main_heading","component":"Heading","level":"h1","text":"Global Streaming Operations Center"},{"id":"sub_heading","component":"TextContent","size":"small","text":"Real-time platform performance, content analytics, and infrastructure controls."},{"id":"header_status_badge","component":"Badge","text":"Live Operations Active","variant":"default"},{"id":"region_filter_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["region_filter_header","region_filter_controls"]},{"id":"region_filter_header","component":"CardHeader","title":"14. Region Focus Filter","subtitle":"Isolate analytics and infrastructure health for a targeted geographic region."},{"id":"region_filter_controls","component":"Form","name":"region_focus_form","buttons":"region_filter_buttons","fields":["region_select_field"]},{"id":"region_select_field","component":"FormControl","label":"Selected Operational Region","hint":"Filters health, buffering rates, and active viewership data.","input":"region_select_input"},{"id":"region_select_input","component":"Select","name":"region_select","placeholder":"Select Region","value":"global","items":["reg_opt_global","reg_opt_na","reg_opt_eu","reg_opt_apac","reg_opt_latam"]},{"id":"reg_opt_global","component":"SelectItem","label":"Global (All Regions)","value":"global"},{"id":"reg_opt_na","component":"SelectItem","label":"North America (NA)","value":"na"},{"id":"reg_opt_eu","component":"SelectItem","label":"Europe (EU)","value":"eu"},{"id":"reg_opt_apac","component":"SelectItem","label":"Asia-Pacific (APAC)","value":"apac"},{"id":"reg_opt_latam","component":"SelectItem","label":"Latin America (LATAM)","value":"latam"},{"id":"region_filter_buttons","component":"Buttons","direction":"row","buttons":["btn_apply_region"]},{"id":"btn_apply_region","component":"Button","label":"Apply Region Focus","variant":"primary","size":"small"},{"id":"kpi_summary_grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["card_kpi_viewers","card_kpi_buffering"]},{"id":"card_kpi_viewers","component":"Card","variant":"card","direction":"column","gap":"xs","children":["kpi_v_header","kpi_v_value","kpi_v_sub"]},{"id":"kpi_v_header","component":"TextContent","size":"small-heavy","text":"1. Viewers Watching Right Now"},{"id":"kpi_v_value","component":"Heading","level":"h2","text":"4,829,140"},{"id":"kpi_v_sub","component":"TextContent","size":"small","text":"▲ +12.4% vs peak yesterday"},{"id":"card_kpi_buffering","component":"Card","variant":"card","direction":"column","gap":"xs","children":["kpi_b_header","kpi_b_value","kpi_b_progress","kpi_b_sub"]},{"id":"kpi_b_header","component":"TextContent","size":"small-heavy","text":"6. Global Buffering Rate"},{"id":"kpi_b_value","component":"Heading","level":"h2","text":"0.42%"},{"id":"kpi_b_progress","component":"Progress","value":42,"label":"SLO Threshold: < 0.80%"},{"id":"kpi_b_sub","component":"Tag","text":"Health Nominal","variant":"success","size":"sm"},{"id":"tabs_section","component":"Tabs","items":["tab_performance","tab_content","tab_monetization"]},{"id":"tab_performance","component":"TabItem","value":"perf","trigger":"Infrastructure & Growth","content":["perf_tab_card"]},{"id":"perf_tab_card","component":"Card","variant":"clear","direction":"column","gap":"m","children":["perf_split_row","perf_subs_card","perf_health_card"]},{"id":"perf_split_row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["watch_time_card","genre_card"]},{"id":"watch_time_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["wt_header","wt_chart"]},{"id":"wt_header","component":"CardHeader","title":"3. Watch Time Over Past Month","subtitle":"Total viewing volume (Millions of Hours) per week."},{"id":"wt_chart","component":"AreaChart","labels":["Week 1","Week 2","Week 3","Week 4"],"xLabel":"Timeframe","yLabel":"Hours (Millions)","series":["wt_series"]},{"id":"wt_series","component":"Series","category":"Total Hours Watched","values":[142,158,165,189]},{"id":"genre_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["genre_header","genre_chart"]},{"id":"genre_header","component":"CardHeader","title":"5. Performance by Genre","subtitle":"Share of total watch time by content category."},{"id":"genre_chart","component":"PieChart","variant":"donut","labels":["Sci-Fi","Drama","Comedy","Action","Documentary","Thriller"],"values":[28,24,18,15,9,6]},{"id":"perf_subs_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["subs_header","subs_chart"]},{"id":"subs_header","component":"CardHeader","title":"4. New Subscribers vs. Cancellations","subtitle":"Daily subscriber acquisition compared to churn over the last week."},{"id":"subs_chart","component":"BarChart","variant":"grouped","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"xLabel":"Day","yLabel":"Count","series":["subs_new_series","subs_churn_series"]},{"id":"subs_new_series","component":"Series","category":"New Subscribers","values":[42000,38000,45000,51000,62000,78000,69000]},{"id":"subs_churn_series","component":"Series","category":"Cancellations","values":[12000,11000,14000,13000,15000,18000,16000]},{"id":"perf_health_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["health_header","health_table"]},{"id":"health_header","component":"CardHeader","title":"7. Delivery Health by Region","subtitle":"CDN edge status, latency, and active stream errors."},{"id":"health_table","component":"Table","columns":["col_h_region","col_h_status","col_h_latency","col_h_error"]},{"id":"col_h_region","component":"Col","label":"Region","type":"string","data":["North America (NA)","Europe (EU)","Asia-Pacific (APAC)","Latin America (LATAM)"]},{"id":"col_h_status","component":"Col","label":"CDN Status","type":"string","data":["Optimal","Optimal","Degraded Edge","Optimal"]},{"id":"col_h_latency","component":"Col","label":"Avg Latency","type":"string","data":["24 ms","31 ms","68 ms","42 ms"]},{"id":"col_h_error","component":"Col","label":"Stream Error Rate","type":"string","data":["0.01%","0.02%","0.14%","0.03%"]},{"id":"tab_content","component":"TabItem","value":"content","trigger":"Content & Discovery","content":["content_tab_card"]},{"id":"content_tab_card","component":"Card","variant":"clear","direction":"column","gap":"m","children":["top_titles_card","content_split_row","discovery_grid"]},{"id":"top_titles_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["top_titles_header","top_titles_chart"]},{"id":"top_titles_header","component":"CardHeader","title":"2. Most-Watched Titles","subtitle":"Total hours streamed during the current window."},{"id":"top_titles_chart","component":"HorizontalBarChart","labels":["CyberPulse 2099","Stranger Echoes","The Chef's Table: Global","Shadow Protocol","Dynasty of Dragons"],"xLabel":"Hours Streamed (Millions)","series":["top_titles_series"]},{"id":"top_titles_series","component":"Series","category":"Hours Streamed","values":[48.5,41.2,33.8,29.4,24.1]},{"id":"content_split_row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["releases_card","expirations_card"]},{"id":"releases_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["rel_header","rel_list"]},{"id":"rel_header","component":"CardHeader","title":"8. Releases Coming This Month","subtitle":"Upcoming scheduled premiere dates."},{"id":"rel_list","component":"ListBlock","variant":"number","items":["rel_item_1","rel_item_2","rel_item_3"]},{"id":"rel_item_1","component":"ListItem","title":"Neon Horizon: Season 2","subtitle":"Premiere: Oct 12 • Global Launch • Original Series"},{"id":"rel_item_2","component":"ListItem","title":"Deep Blue Ocean Documentary","subtitle":"Premiere: Oct 18 • 4K HDR • Exclusive Feature"},{"id":"rel_item_3","component":"ListItem","title":"Galactic Fleet Finale","subtitle":"Premiere: Oct 27 • Live Global Event"},{"id":"expirations_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["exp_header","exp_list"]},{"id":"exp_header","component":"CardHeader","title":"9. Licenses Expiring Soon","subtitle":"Titles scheduled to leave platform within 30 days."},{"id":"exp_list","component":"ListBlock","variant":"number","items":["exp_item_1","exp_item_2","exp_item_3"]},{"id":"exp_item_1","component":"ListItem","title":"Classic Detective Chronicles (S1-S5)","subtitle":"Expires in 6 days • Region: NA & EU • License Renewal Pending"},{"id":"exp_item_2","component":"ListItem","title":"Metro Speed Racers","subtitle":"Expires in 14 days • Region: Global • Non-Renewable"},{"id":"exp_item_3","component":"ListItem","title":"Space Voyages Trilogy","subtitle":"Expires in 22 days • Region: APAC • Contract Under Review"},{"id":"discovery_grid","component":"Card","variant":"clear","direction":"row","gap":"m","children":["recs_card","searches_card"]},{"id":"recs_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["recs_header","recs_chart","recs_callout"]},{"id":"recs_header","component":"CardHeader","title":"10. Recommendation Click-Throughs","subtitle":"Conversion rate of home screen recommendation rails."},{"id":"recs_chart","component":"RadialChart","labels":["Because You Watched","Top 10 Today","Trending Now","Genre Spotlight"],"values":[34.2,28.6,18.4,12.1]},{"id":"recs_callout","component":"TextCallout","variant":"info","title":"Recommendation Efficiency","description":"'Because You Watched' drives 34.2% of total recommendation-based play starts."},{"id":"searches_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["search_header","search_table"]},{"id":"search_header","component":"CardHeader","title":"11. Searches Ending Without Playback","subtitle":"Top query friction points causing user drop-off."},{"id":"search_table","component":"Table","columns":["col_s_query","col_s_count","col_s_reason"]},{"id":"col_s_query","component":"Col","label":"Search Term","type":"string","data":["Unreleased Title X","Competitor Original","Classic Sitcom Y","Indie Drama Z"]},{"id":"col_s_count","component":"Col","label":"Zero-Play Count","type":"number","data":[142500,98200,64100,31800]},{"id":"col_s_reason","component":"Col","label":"Primary Cause","type":"string","data":["Not in Catalog","Rights Expired","Geoblocked","Low Relevance Result"]},{"id":"tab_monetization","component":"TabItem","value":"monetization","trigger":"Monetization & Devices","content":["mon_tab_card"]},{"id":"mon_tab_card","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revenue_card","devices_card"]},{"id":"revenue_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["rev_header","rev_chart"]},{"header":"rev_header","component":"CardHeader","title":"12. Revenue Split by Plan","subtitle":"Distribution of subscription revenue by tier."},"id":"rev_chart","component":"PieChart","variant":"pie","labels":["Standard with Ads","Standard (HD)","Premium (4K HDR)","Mobile Only Plan"],"values":[42,31,21,6]},{"id":"devices_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["dev_header","dev_chart"]},{"dev_header","component":"CardHeader","title":"13. Viewing Split by Device","subtitle":"Active stream distribution across hardware platforms."},"id":"dev_chart","component":"SingleStackedBarChart","labels":["Smart TVs","Mobile (iOS/Android)","Streaming Sticks","Desktop/Web","Gaming Consoles"],"values":[48,26,14,7,5]},{"id":"controls_and_flags_grid","component":"Card","variant":"clear","direction":"row","gap":"m","children":["promote_title_card","feature_flags_card"]},{"id":"promote_title_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["promote_header","promote_form"]},{"id":"promote_header","component":"CardHeader","title":"16. Promote Title on Home Screen","subtitle":"Override dynamic hero spotlight with a priority campaign."},{"id":"promote_form","component":"Form","name":"promote_title_form","buttons":"promote_buttons","fields":["promote_select_control","promote_slot_control"]},{"id":"promote_select_control","component":"FormControl","label":"Target Title","hint":"Select title from live catalog to feature in hero banner.","input":"promote_title_input"},{"id":"promote_title_input","component":"Select","name":"title_to_promote","placeholder":"Select title...","items":["t_item_1","t_item_2","t_item_3"]},{"id":"t_item_1","component":"SelectItem","label":"CyberPulse 2099 (Season Premiere)","value":"cyberpulse_2099"},{"id":"t_item_2","component":"SelectItem","label":"Neon Horizon: Season 2 (Teaser)","value":"neon_horizon_2"},{"id":"t_item_3","component":"SelectItem","label":"Global Championship Live","value":"championship_live"},{"id":"promote_slot_control","component":"FormControl","label":"Spotlight Position","hint":"Choose home screen placement slot.","input":"promote_slot_input"},{"id":"promote_slot_input","component":"RadioGroup","name":"spotlight_slot","defaultValue":"hero_main","items":["slot_hero","slot_trending"]},{"id":"slot_hero","component":"RadioItem","label":"Main Hero Billboard","description":"Replaces top carousel placement globally or in focused region.","value":"hero_main"},{"id":"slot_trending","component":"RadioItem","label":"#1 Trending Banner Overlay","description":"Pins title to position #1 in Trending rail.","value":"trending_top"},{"id":"promote_buttons","component":"Buttons","direction":"row","buttons":["btn_promote_submit"]},{"id":"btn_promote_submit","component":"Button","label":"Push Hero Promotion","variant":"primary","size":"medium"},{"id":"feature_flags_card","component":"Card","variant":"card","direction":"column","gap":"s","children":["flags_header","flags_switch_group"]},{"id":"flags_header","component":"CardHeader","title":"15. Feature Flags & Kill Switches","subtitle":"Control real-time platform features and emergency fallbacks."},{"id":"flags_switch_group","component":"SwitchGroup","name":"ops_feature_flags","variant":"sunk","items":["flag_1","flag_2","flag_3","flag_4"]},{"id":"flag_1","component":"SwitchItem","name":"flag_4k_hdr","label":"4K HDR Stream Delivery","description":"Global enable for HEVC / 4K playback pipelines.","defaultChecked":true},{"id":"flag_2","component":"SwitchItem","name":"flag_live_chat","label":"Live Event Interactive Chat","description":"Enables websocket chat overlay on live broadcasts.","defaultChecked":true},{"id":"flag_3","component":"SwitchItem","name":"flag_ai_recs","label":"V2 Graph Neural Network Recommendations","description":"Active ML model for personalized home screen rails.","defaultChecked":true},{"id":"flag_4","component":"SwitchItem","name":"flag_auto_bitrate_cap","label":"Emergency Bitrate Throttling","description":"Automatically caps streams at 1080p during edge congestion.","defaultChecked":false},{"id":"follow_ups","component":"FollowUpBlock","items":["follow_up_1","follow_up_2","follow_up_3"]},{"id":"follow_up_1","component":"FollowUpItem","text":"Filter all operational metrics by Asia-Pacific (APAC) region"},{"id":"follow_up_2","component":"FollowUpItem","text":"Show CDN edge server latency breakdown for European nodes"},{"id":"follow_up_3","component":"FollowUpItem","text":"Review license renewal negotiation history for expiring titles"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..186e5dd92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r1.txt
@@ -0,0 +1,1309 @@
+Here is a comprehensive University Administrator Dashboard built into a single interactive interface that covers all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "university-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E3A8A",
+        "agentDisplayName": "University Administrative Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "university-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "University Executive Overview",
+          "subtitle": "Comprehensive Academic, Administrative, and Operational Metrics"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "dept-filter-control",
+            "approve-course-dialog"
+          ]
+        },
+        {
+          "id": "dept-filter-control",
+          "component": "FormControl",
+          "label": "Focus Department (Item #12)",
+          "hint": "Filter view across all departmental metrics",
+          "input": "dept-select"
+        },
+        {
+          "id": "dept-select",
+          "component": "Select",
+          "name": "department_filter",
+          "value": "all",
+          "items": [
+            "dept-all",
+            "dept-cs",
+            "dept-eng",
+            "dept-bus",
+            "dept-med",
+            "dept-arts"
+          ]
+        },
+        {
+          "id": "dept-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Departments (University Wide)"
+        },
+        {
+          "id": "dept-cs",
+          "component": "SelectItem",
+          "value": "cs",
+          "label": "Computer Science"
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "value": "eng",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-bus",
+          "component": "SelectItem",
+          "value": "bus",
+          "label": "Business School"
+        },
+        {
+          "id": "dept-med",
+          "component": "SelectItem",
+          "value": "med",
+          "label": "Medicine & Health"
+        },
+        {
+          "id": "dept-arts",
+          "component": "SelectItem",
+          "value": "arts",
+          "label": "Arts & Humanities"
+        },
+        {
+          "id": "approve-course-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Approve New Course Proposal",
+          "triggerVariant": "default",
+          "title": "Approve New Course Proposal (Item #15)",
+          "description": "Review and approve pending curriculum updates submitted by faculty.",
+          "content": [
+            "course-approval-form"
+          ]
+        },
+        {
+          "id": "course-approval-form",
+          "component": "Form",
+          "name": "course_approval",
+          "fields": [
+            "fc-course-code",
+            "fc-course-name",
+            "fc-course-dept",
+            "fc-course-notes"
+          ],
+          "buttons": "course-approval-btns"
+        },
+        {
+          "id": "fc-course-code",
+          "component": "FormControl",
+          "label": "Course Code",
+          "input": "input-course-code"
+        },
+        {
+          "id": "input-course-code",
+          "component": "Input",
+          "name": "course_code",
+          "placeholder": "e.g. CS-4820",
+          "type": "text"
+        },
+        {
+          "id": "fc-course-name",
+          "component": "FormControl",
+          "label": "Course Title",
+          "input": "input-course-name"
+        },
+        {
+          "id": "input-course-name",
+          "component": "Input",
+          "name": "course_name",
+          "placeholder": "e.g. Applied Machine Learning Systems",
+          "type": "text"
+        },
+        {
+          "id": "fc-course-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-course-dept"
+        },
+        {
+          "id": "select-course-dept",
+          "component": "Select",
+          "name": "course_dept",
+          "items": [
+            "c-dept-cs",
+            "c-dept-eng",
+            "c-dept-bus"
+          ]
+        },
+        {
+          "id": "c-dept-cs",
+          "component": "SelectItem",
+          "value": "cs",
+          "label": "Computer Science"
+        },
+        {
+          "id": "c-dept-eng",
+          "component": "SelectItem",
+          "value": "eng",
+          "label": "Engineering"
+        },
+        {
+          "id": "c-dept-bus",
+          "component": "SelectItem",
+          "value": "bus",
+          "label": "Business"
+        },
+        {
+          "id": "fc-course-notes",
+          "component": "FormControl",
+          "label": "Approval Notes / Prerequisites Review",
+          "input": "textarea-course-notes"
+        },
+        {
+          "id": "textarea-course-notes",
+          "component": "TextArea",
+          "name": "approval_notes",
+          "placeholder": "Reviewed by Academic Senate on Oct 12...",
+          "rows": 3
+        },
+        {
+          "id": "course-approval-btns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-approve-submit"
+          ]
+        },
+        {
+          "id": "btn-approve-submit",
+          "component": "Button",
+          "label": "Formally Approve & Catalog Course",
+          "variant": "primary"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-academic",
+            "tab-admissions",
+            "tab-finance",
+            "tab-student-life",
+            "tab-communications"
+          ]
+        },
+        {
+          "id": "tab-academic",
+          "component": "TabItem",
+          "value": "academic",
+          "trigger": "Academic & Faculty Performance",
+          "content": [
+            "academic-layout"
+          ]
+        },
+        {
+          "id": "academic-layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "semester-comp-card",
+            "academic-row-1",
+            "academic-row-2"
+          ]
+        },
+        {
+          "id": "semester-comp-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "sem-comp-header",
+            "sem-comp-table"
+          ]
+        },
+        {
+          "id": "sem-comp-header",
+          "component": "CardHeader",
+          "title": "Semester Comparison: Fall 2024 vs Spring 2024 (Item #13)",
+          "subtitle": "Key institutional benchmark changes between current and previous term"
+        },
+        {
+          "id": "sem-comp-table",
+          "component": "Table",
+          "columns": [
+            "col-sem-metric",
+            "col-sem-prev",
+            "col-sem-curr",
+            "col-sem-change"
+          ]
+        },
+        {
+          "id": "col-sem-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": [
+            "Total Student Enrollment",
+            "Average Class Capacity Utilized",
+            "Student Retention Rate",
+            "Faculty-to-Student Ratio",
+            "Course Completion Rate"
+          ]
+        },
+        {
+          "id": "col-sem-prev",
+          "component": "Col",
+          "label": "Spring 2024 (Last)",
+          "type": "string",
+          "data": [
+            "18,120",
+            "84.2%",
+            "91.5%",
+            "1:16",
+            "93.8%"
+          ]
+        },
+        {
+          "id": "col-sem-curr",
+          "component": "Col",
+          "label": "Fall 2024 (This)",
+          "type": "string",
+          "data": [
+            "18,950",
+            "88.6%",
+            "93.2%",
+            "1:15",
+            "95.1%"
+          ]
+        },
+        {
+          "id": "col-sem-change",
+          "component": "Col",
+          "label": "Variance",
+          "type": "string",
+          "data": [
+            "+830 (+4.5%)",
+            "+4.4%",
+            "+1.7%",
+            "Improved",
+            "+1.3%"
+          ]
+        },
+        {
+          "id": "academic-row-1",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "course-fullness-header",
+            "course-fullness-chart"
+          ]
+        },
+        {
+          "id": "course-fullness-header",
+          "component": "CardHeader",
+          "title": "Course Offering Fullness / Capacity (Item #5)",
+          "subtitle": "Enrolled headcount vs max seat capacity across departments"
+        },
+        {
+          "id": "course-fullness-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Department / Course Level",
+          "yLabel": "Seats",
+          "labels": [
+            "CS Intro (100)",
+            "CS Upper (300-400)",
+            "Eng Core",
+            "Business MBA",
+            "Pre-Med Bio",
+            "Humanities Electives"
+          ],
+          "series": [
+            "series-enrolled",
+            "series-capacity"
+          ]
+        },
+        {
+          "id": "series-enrolled",
+          "component": "Series",
+          "category": "Currently Enrolled",
+          "values": [
+            1450,
+            820,
+            1100,
+            640,
+            950,
+            710
+          ]
+        },
+        {
+          "id": "series-capacity",
+          "component": "Series",
+          "category": "Maximum Capacity",
+          "values": [
+            1500,
+            850,
+            1200,
+            650,
+            1000,
+            800
+          ]
+        },
+        {
+          "id": "academic-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "faculty-load-card",
+            "academic-risk-card"
+          ]
+        },
+        {
+          "id": "faculty-load-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "faculty-load-header",
+            "faculty-load-table"
+          ]
+        },
+        {
+          "id": "faculty-load-header",
+          "component": "CardHeader",
+          "title": "Faculty Teaching Load (Item #6)",
+          "subtitle": "Credit hours, active sections, and student counts"
+        },
+        {
+          "id": "faculty-load-table",
+          "component": "Table",
+          "columns": [
+            "col-fac-name",
+            "col-fac-dept",
+            "col-fac-credits",
+            "col-fac-students"
+          ]
+        },
+        {
+          "id": "col-fac-name",
+          "component": "Col",
+          "label": "Faculty Member",
+          "type": "string",
+          "data": [
+            "Dr. Elena Vance",
+            "Prof. Marcus Brody",
+            "Dr. Sarah Jenkins",
+            "Prof. David Zhang",
+            "Dr. Aris Thorne"
+          ]
+        },
+        {
+          "id": "col-fac-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": [
+            "Computer Sci",
+            "Engineering",
+            "Business",
+            "Medicine",
+            "Arts & Sci"
+          ]
+        },
+        {
+          "id": "col-fac-credits",
+          "component": "Col",
+          "label": "Teaching Credits",
+          "type": "number",
+          "data": [
+            12,
+            15,
+            9,
+            14,
+            10
+          ]
+        },
+        {
+          "id": "col-fac-students",
+          "component": "Col",
+          "label": "Total Students",
+          "type": "number",
+          "data": [
+            240,
+            310,
+            180,
+            195,
+            210
+          ]
+        },
+        {
+          "id": "academic-risk-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "academic-risk-header",
+            "risk-callout",
+            "academic-risk-table"
+          ]
+        },
+        {
+          "id": "academic-risk-header",
+          "component": "CardHeader",
+          "title": "Students at Academic Risk (Item #7)",
+          "subtitle": "Early warning tracking (GPA < 2.0 or multiple flagged alerts)"
+        },
+        {
+          "id": "risk-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Intervention Required",
+          "description": "342 students currently flagged university-wide. 12 require urgent academic advisor assignment."
+        },
+        {
+          "id": "academic-risk-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-id",
+            "col-risk-prog",
+            "col-risk-gpa",
+            "col-risk-status"
+          ]
+        },
+        {
+          "id": "col-risk-id",
+          "component": "Col",
+          "label": "Student ID",
+          "type": "string",
+          "data": [
+            "STU-88219",
+            "STU-90412",
+            "STU-74102",
+            "STU-65239",
+            "STU-99120"
+          ]
+        },
+        {
+          "id": "col-risk-prog",
+          "component": "Col",
+          "label": "Program",
+          "type": "string",
+          "data": [
+            "BS CompSci",
+            "BA Fine Arts",
+            "BS MechEng",
+            "BBA Finance",
+            "BS Biology"
+          ]
+        },
+        {
+          "id": "col-risk-gpa",
+          "component": "Col",
+          "label": "GPA",
+          "type": "number",
+          "data": [
+            1.82,
+            1.65,
+            1.91,
+            1.78,
+            1.54
+          ]
+        },
+        {
+          "id": "col-risk-status",
+          "component": "Col",
+          "label": "Alert Flag",
+          "type": "string",
+          "data": [
+            "Attendance & Grades",
+            "Midterm Failures",
+            "Prereq Deficit",
+            "Probation Warning",
+            "Critical - Action Req"
+          ]
+        },
+        {
+          "id": "tab-admissions",
+          "component": "TabItem",
+          "value": "admissions",
+          "trigger": "Admissions & Enrollment",
+          "content": [
+            "admissions-layout"
+          ]
+        },
+        {
+          "id": "admissions-layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "admissions-row-top",
+            "admissions-row-bottom"
+          ]
+        },
+        {
+          "id": "admissions-row-top",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "enrollment-trend-card",
+            "acceptance-rate-card"
+          ]
+        },
+        {
+          "id": "enrollment-trend-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 2,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "enrollment-header",
+            "enrollment-chart"
+          ]
+        },
+        {
+          "id": "enrollment-header",
+          "component": "CardHeader",
+          "title": "Total Enrollment — 5 Year Trend (Item #1)",
+          "subtitle": "Historical headcount movement from 2020 to 2024"
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Academic Year",
+          "yLabel": "Total Enrolled Students",
+          "labels": [
+            "2020",
+            "2021",
+            "2022",
+            "2023",
+            "2024"
+          ],
+          "series": [
+            "series-enrollment"
+          ]
+        },
+        {
+          "id": "series-enrollment",
+          "component": "Series",
+          "category": "Headcount",
+          "values": [
+            16200,
+            16850,
+            17400,
+            18120,
+            18950
+          ]
+        },
+        {
+          "id": "acceptance-rate-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "acceptance-header",
+            "acceptance-pie",
+            "acceptance-tag"
+          ]
+        },
+        {
+          "id": "acceptance-header",
+          "component": "CardHeader",
+          "title": "Acceptance Rate (Item #3)",
+          "subtitle": "Overall selectivity for current cohort"
+        },
+        {
+          "id": "acceptance-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": [
+            "Accepted",
+            "Rejected",
+            "Waitlisted"
+          ],
+          "values": [
+            32,
+            56,
+            12
+          ]
+        },
+        {
+          "id": "acceptance-tag",
+          "component": "Tag",
+          "text": "Overall Acceptance Rate: 32%",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "admissions-row-bottom",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "apps-by-program-card",
+            "waitlist-card"
+          ]
+        },
+        {
+          "id": "apps-by-program-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "apps-header",
+            "apps-chart"
+          ]
+        },
+        {
+          "id": "apps-header",
+          "component": "CardHeader",
+          "title": "Applications by Program (Item #2)",
+          "subtitle": "Total submitted applications per major area"
+        },
+        {
+          "id": "apps-chart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Applications Received",
+          "yLabel": "Program",
+          "labels": [
+            "Computer Science",
+            "Business Admin",
+            "Mechanical Eng",
+            "Biomedical Sci",
+            "Psychology",
+            "Arts & Media"
+          ],
+          "series": [
+            "series-apps"
+          ]
+        },
+        {
+          "id": "series-apps",
+          "component": "Series",
+          "category": "Applications",
+          "values": [
+            8400,
+            6200,
+            5100,
+            4800,
+            3900,
+            2400
+          ]
+        },
+        {
+          "id": "waitlist-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "waitlist-header",
+            "waitlist-table"
+          ]
+        },
+        {
+          "id": "waitlist-header",
+          "component": "CardHeader",
+          "title": "Waitlisted Students per Program (Item #14)",
+          "subtitle": "Active waitlist queues awaiting seat release"
+        },
+        {
+          "id": "waitlist-table",
+          "component": "Table",
+          "columns": [
+            "col-wl-prog",
+            "col-wl-count",
+            "col-wl-yield"
+          ]
+        },
+        {
+          "id": "col-wl-prog",
+          "component": "Col",
+          "label": "Program",
+          "type": "string",
+          "data": [
+            "BS Computer Science",
+            "BS Nursing",
+            "MS Data Science",
+            "BBA Finance",
+            "BS Mechanical Eng"
+          ]
+        },
+        {
+          "id": "col-wl-count",
+          "component": "Col",
+          "label": "Waitlisted",
+          "type": "number",
+          "data": [
+            420,
+            285,
+            190,
+            165,
+            140
+          ]
+        },
+        {
+          "id": "col-wl-yield",
+          "component": "Col",
+          "label": "Est. Conversion",
+          "type": "string",
+          "data": [
+            "18%",
+            "24%",
+            "30%",
+            "15%",
+            "22%"
+          ]
+        },
+        {
+          "id": "tab-finance",
+          "component": "TabItem",
+          "value": "finance",
+          "trigger": "Financials & Budget",
+          "content": [
+            "finance-layout"
+          ]
+        },
+        {
+          "id": "finance-layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "finance-kpis",
+            "alumni-giving-card"
+          ]
+        },
+        {
+          "id": "finance-kpis",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "tuition-card",
+            "scholarship-card"
+          ]
+        },
+        {
+          "id": "tuition-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "tuition-header",
+            "tuition-amount",
+            "tuition-callout"
+          ]
+        },
+        {
+          "id": "tuition-header",
+          "component": "CardHeader",
+          "title": "Tuition Revenue This Year (Item #4)",
+          "subtitle": "Gross tuition collected YTD vs target"
+        },
+        {
+          "id": "tuition-amount",
+          "component": "Heading",
+          "text": "$142.8M / $150M Target",
+          "level": "h2"
+        },
+        {
+          "id": "tuition-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "95.2% of Annual Goal Reached",
+          "description": "On track to surpass annual revenue target following Spring registration collection."
+        },
+        {
+          "id": "scholarship-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "scholarship-header",
+            "scholarship-progress-1",
+            "scholarship-progress-2"
+          ]
+        },
+        {
+          "id": "scholarship-header",
+          "component": "CardHeader",
+          "title": "Scholarship Budget Used vs Total (Item #8)",
+          "subtitle": "Allocation breakdown for merit and need-based financial aid"
+        },
+        {
+          "id": "scholarship-progress-1",
+          "component": "Progress",
+          "label": "Need-Based Aid: $21.4M / $25.0M Used (85.6%)",
+          "value": 85.6
+        },
+        {
+          "id": "scholarship-progress-2",
+          "component": "Progress",
+          "label": "Merit Scholarships: $11.8M / $12.0M Used (98.3%)",
+          "value": 98.3
+        },
+        {
+          "id": "alumni-giving-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "alumni-header",
+            "alumni-chart"
+          ]
+        },
+        {
+          "id": "alumni-header",
+          "component": "CardHeader",
+          "title": "Alumni Giving — Past 4 Years (Item #11)",
+          "subtitle": "Annual endowment and philanthropic donations ($ Millions)"
+        },
+        {
+          "id": "alumni-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Fiscal Year",
+          "yLabel": "Donations ($ Millions)",
+          "labels": [
+            "FY 2021",
+            "FY 2022",
+            "FY 2023",
+            "FY 2024"
+          ],
+          "series": [
+            "series-endowment",
+            "series-annual-fund"
+          ]
+        },
+        {
+          "id": "series-endowment",
+          "component": "Series",
+          "category": "Endowment / Capital Gifts ($M)",
+          "values": [
+            18.5,
+            22.1,
+            19.8,
+            27.4
+          ]
+        },
+        {
+          "id": "series-annual-fund",
+          "component": "Series",
+          "category": "Annual Fund & Athletics ($M)",
+          "values": [
+            6.2,
+            7.0,
+            7.8,
+            9.1
+          ]
+        },
+        {
+          "id": "tab-student-life",
+          "component": "TabItem",
+          "value": "student_life",
+          "trigger": "Campus Operations & Events",
+          "content": [
+            "student-life-layout"
+          ]
+        },
+        {
+          "id": "student-life-layout",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "housing-card",
+            "events-card"
+          ]
+        },
+        {
+          "id": "housing-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "housing-header",
+            "housing-chart",
+            "housing-table"
+          ]
+        },
+        {
+          "id": "housing-header",
+          "component": "CardHeader",
+          "title": "Housing Occupancy (Item #9)",
+          "subtitle": "Residence hall occupancy across campus zones"
+        },
+        {
+          "id": "housing-chart",
+          "component": "RadialChart",
+          "labels": [
+            "North Quad",
+            "South Campus Suites",
+            "West Village Prep",
+            "Graduate Housing"
+          ],
+          "values": [
+            98,
+            94,
+            91,
+            88
+          ]
+        },
+        {
+          "id": "housing-table",
+          "component": "Table",
+          "columns": [
+            "col-res-hall",
+            "col-res-cap",
+            "col-res-occ"
+          ]
+        },
+        {
+          "id": "col-res-hall",
+          "component": "Col",
+          "label": "Residence Hall",
+          "type": "string",
+          "data": [
+            "North Quad (Freshmen)",
+            "South Campus Suites",
+            "West Village Apartments",
+            "Graduate Housing Complex"
+          ]
+        },
+        {
+          "id": "col-res-cap",
+          "component": "Col",
+          "label": "Capacity",
+          "type": "number",
+          "data": [
+            2500,
+            1800,
+            1200,
+            800
+          ]
+        },
+        {
+          "id": "col-res-occ",
+          "component": "Col",
+          "label": "Occupancy Rate",
+          "type": "string",
+          "data": [
+            "98.0% (2,450)",
+            "94.4% (1,700)",
+            "91.2% (1,094)",
+            "88.1% (705)"
+          ]
+        },
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "events-header",
+            "events-list"
+          ]
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "Campus Events This Month (Item #10)",
+          "subtitle": "Key university gatherings, academic symposiums, and sports"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "evt-1",
+            "evt-2",
+            "evt-3",
+            "evt-4",
+            "evt-5"
+          ]
+        },
+        {
+          "id": "evt-1",
+          "component": "ListItem",
+          "title": "Annual Fall Career & Internship Fair",
+          "subtitle": "Oct 14 • University Student Center Grand Ballroom • 120 Employers"
+        },
+        {
+          "id": "evt-2",
+          "component": "ListItem",
+          "title": "Homecoming Parade & Alumni Tailgate",
+          "subtitle": "Oct 19 • Main Campus Quad & Stadium Drive"
+        },
+        {
+          "id": "evt-3",
+          "component": "ListItem",
+          "title": "Keynote Lecture: Future of AI in Medicine",
+          "subtitle": "Oct 22 • Auditiorium B • Guest Speaker Dr. H. Vance"
+        },
+        {
+          "id": "evt-4",
+          "component": "ListItem",
+          "title": "Board of Trustees Quarterly Meeting",
+          "subtitle": "Oct 26 • Administration Building Senate Chamber"
+        },
+        {
+          "id": "evt-5",
+          "component": "ListItem",
+          "title": "Campus Sustainability & Innovation Summit",
+          "subtitle": "Oct 29 • Science Center Plaza"
+        },
+        {
+          "id": "tab-communications",
+          "component": "TabItem",
+          "value": "communications",
+          "trigger": "Broadcast & Student Messaging",
+          "content": [
+            "comm-layout"
+          ]
+        },
+        {
+          "id": "comm-layout",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comm-header",
+            "comm-form"
+          ]
+        },
+        {
+          "id": "comm-header",
+          "component": "CardHeader",
+          "title": "Send Broadcast Message to Student Group (Item #16)",
+          "subtitle": "Dispatch push notifications, emails, or portal alerts to target cohorts"
+        },
+        {
+          "id": "comm-form",
+          "component": "Form",
+          "name": "student_broadcast",
+          "fields": [
+            "fc-target-group",
+            "fc-channel",
+            "fc-msg-subject",
+            "fc-msg-body"
+          ],
+          "buttons": "comm-btns"
+        },
+        {
+          "id": "fc-target-group",
+          "component": "FormControl",
+          "label": "Target Student Cohort / Group",
+          "input": "select-target-group"
+        },
+        {
+          "id": "select-target-group",
+          "component": "Select",
+          "name": "target_group",
+          "items": [
+            "grp-all",
+            "grp-freshmen",
+            "grp-risk",
+            "grp-grad",
+            "grp-residents"
+          ]
+        },
+        {
+          "id": "grp-all",
+          "component": "SelectItem",
+          "value": "all_students",
+          "label": "All Enrolled Students (18,950)"
+        },
+        {
+          "id": "grp-freshmen",
+          "component": "SelectItem",
+          "value": "freshmen",
+          "label": "Incoming Freshmen Class"
+        },
+        {
+          "id": "grp-risk",
+          "component": "SelectItem",
+          "value": "at_risk",
+          "label": "Academic Risk Cohort (GPA < 2.0)"
+        },
+        {
+          "id": "grp-grad",
+          "component": "SelectItem",
+          "value": "graduates",
+          "label": "Graduate & Doctoral Students"
+        },
+        {
+          "id": "grp-residents",
+          "component": "SelectItem",
+          "value": "on_campus_housing",
+          "label": "On-Campus Housing Residents"
+        },
+        {
+          "id": "fc-channel",
+          "component": "FormControl",
+          "label": "Delivery Channels",
+          "input": "chk-channels"
+        },
+        {
+          "id": "chk-channels",
+          "component": "CheckBoxGroup",
+          "name": "delivery_channels",
+          "items": [
+            "chk-email",
+            "chk-push",
+            "chk-sms"
+          ]
+        },
+        {
+          "id": "chk-email",
+          "component": "CheckBoxItem",
+          "name": "channel_email",
+          "label": "Official Student Email",
+          "description": "Send to student university inbox",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-push",
+          "component": "CheckBoxItem",
+          "name": "channel_push",
+          "label": "Campus Mobile App Push Notification",
+          "description": "Deliver immediate push to mobile app users",
+          "defaultChecked": true
+        },
+        {
+          "id": "chk-sms",
+          "component": "CheckBoxItem",
+          "name": "channel_sms",
+          "label": "SMS Emergency / Urgent Broadcast",
+          "description": "Reserved for priority communications",
+          "defaultChecked": false
+        },
+        {
+          "id": "fc-msg-subject",
+          "component": "FormControl",
+          "label": "Message Subject Title",
+          "input": "input-msg-subject"
+        },
+        {
+          "id": "input-msg-subject",
+          "component": "Input",
+          "name": "msg_subject",
+          "placeholder": "e.g. Important Notice: Registration Deadline & Academic Support Resources",
+          "type": "text"
+        },
+        {
+          "id": "fc-msg-body",
+          "component": "FormControl",
+          "label": "Message Content",
+          "hint": "Supports markdown formatting for official announcements",
+          "input": "textarea-msg-body"
+        },
+        {
+          "id": "textarea-msg-body",
+          "component": "TextArea",
+          "name": "msg_body",
+          "placeholder": "Dear Students, please be aware of the upcoming academic deadlines...",
+          "rows": 4
+        },
+        {
+          "id": "comm-btns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-broadcast"
+          ]
+        },
+        {
+          "id": "btn-send-broadcast",
+          "component": "Button",
+          "label": "Send Broadcast Message",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..168f6aed6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r2.txt
@@ -0,0 +1,9 @@
+Here is a university administrator dashboard that covers all 16 requested features in a clean, structured overview screen.
+
+<a2ui-json>
+{"createSurface":{"catalogId":"thesys.dev:c1-openui","surfaceId":"university-admin-dashboard","theme":{"agentDisplayName":"University Administration System","primaryColor":"#1E3A8A"}},"version":"v0.9"}
+</a2ui-json>
+
+<a2ui-json>
+{"updateComponents":{"components":[{"children":["dept-selector","main-tabs","action-drawer-block","dialog-group-msg"],"component":"Card","direction":"column","gap":"l","id":"root","variant":"card"},{"component":"CardHeader","id":"heading-header","subtitle":"Comprehensive Academic & Campus Operations Overview","title":"University Administrator Dashboard"},{"component":"FormControl","hint":"Filter metrics across the dashboard for a specific academic unit","input":"select-dept","label":"Focus Department","id":"dept-selector"},{"component":"Select","id":"select-dept","items":["dept-all","dept-cs","dept-eng","dept-bus","dept-med","dept-art"],"name":"department","placeholder":"Select Department...","value":"all"},{"component":"SelectItem","id":"dept-all","label":"All Departments (University-wide)","value":"all"},{"component":"SelectItem","id":"dept-cs","label":"Computer Science","value":"cs"},{"component":"SelectItem","id":"dept-eng","label":"Engineering","value":"eng"},{"component":"SelectItem","id":"dept-bus","label":"Business Administration","value":"bus"},{"component":"SelectItem","id":"dept-med","label":"Medicine & Health Sciences","value":"med"},{"component":"SelectItem","id":"dept-art","label":"Arts & Humanities","value":"art"},{"component":"Tabs","id":"main-tabs","items":["tab-overview","tab-academic","tab-financial","tab-campus"]},{"component":"TabItem","content":["semester-compare-callout","kpi-card","enrollment-card"],"id":"tab-overview","trigger":"Overview & Enrollment","value":"overview"},{"component":"Callout","description":"Fall 2024 vs Spring 2024: Enrollment is up +3.2%, Tuition Revenue increased by +4.8%, while Student Risk Flagged count dropped by -12%. Housing occupancy reached maximum capacity (+2.1%).","id":"semester-compare-callout","title":"Semester Comparison (This Semester vs Last)","variant":"info"},{"children":["kpi-header","kpi-tuition","kpi-acceptance","kpi-scholarship"],"component":"Card","direction":"row","gap":"m","id":"kpi-card","variant":"sunk"},{"component":"CardHeader","id":"kpi-header","subtitle":"Key Institutional Performance Indicators","title":"Snapshot"},{"component":"TextContent","id":"kpi-tuition","size":"default","text":"**Tuition Revenue (YTD)**\n### $48.2M\n*Target: $50.0M (96.4% achieved)*"},{"component":"TextContent","id":"kpi-acceptance","size":"default","text":"**Acceptance Rate**\n### 32.4%\n*Total Applicants: 14,250 | Admitted: 4,617*"},{"component":"TextContent","id":"kpi-scholarship","size":"default","text":"**Scholarship Budget**\n### $8.4M / $10.0M\n84% of total budget allocated"},{"children":["enrollment-header","enrollment-chart"],"component":"Card","direction":"column","gap":"m","id":"enrollment-card","variant":"clear"},{"component":"CardHeader","id":"enrollment-header","subtitle":"5-Year Historical Student Population Trend","title":"1. Total Enrollment Growth"},{"component":"LineChart","id":"enrollment-chart","labels":["2020","2021","2022","2023","2024"],"series":["series-enrollment"],"variant":"natural","xLabel":"Academic Year","yLabel":"Total Enrolled Students"},{"category":"Enrolled Students","component":"Series","id":"series-enrollment","values":[11200,11850,12100,12450,12890]},{"component":"TabItem","content":["apps-waitlist-card","course-fullness-card","teaching-load-card","risk-students-card"],"id":"tab-academic","trigger":"Academics & Faculty","value":"academic"},{"children":["apps-header","apps-chart","waitlist-table"],"component":"Card","direction":"column","gap":"m","id":"apps-waitlist-card","variant":"clear"},{"component":"CardHeader","id":"apps-header","subtitle":"Applicant Volume & Waitlist Metrics by Academic Program","title":"2 & 14. Applications & Waitlists by Program"},{"component":"BarChart","id":"apps-chart","labels":["Computer Sci","Engineering","Business","Medicine","Arts"],"series":["series-apps"],"variant":"grouped","xLabel":"Program","yLabel":"Applications Received"},{"category":"Applications","component":"Series","id":"series-apps","values":[4200,3100,2800,2400,1750]},{"component":"Table","columns":["col-prog-name","col-prog-apps","col-prog-admit","col-prog-waitlist"],"id":"waitlist-table"},{"component":"Col","data":["Computer Science","Engineering","Business Admin","Medicine","Arts & Humanities"],"id":"col-prog-name","label":"Program","type":"string"},{"component":"Col","data":[4200,3100,2800,2400,1750],"id":"col-prog-apps","label":"Applications","type":"number"},{"component":"Col","data":[1050,930,980,520,1137],"id":"col-prog-admit","label":"Admitted","type":"number"},{"component":"Col","data":[340,210,180,120,65],"id":"col-prog-waitlist","label":"Waitlisted Students","type":"number"},{"children":["course-fullness-header","course-fullness-table"],"component":"Card","direction":"column","gap":"m","id":"course-fullness-card","variant":"clear"},{"component":"CardHeader","id":"course-fullness-header","subtitle":"Enrollment Capacity & Seat Availability per Active Course","title":"5. Course Offering Fullness"},{"component":"Table","columns":["col-course-code","col-course-name","col-course-cap","col-course-enrolled","col-course-status"],"id":"course-fullness-table"},{"component":"Col","data":["CS101","ENG201","BUS305","MED110","ART150"],"id":"col-course-code","label":"Code","type":"string"},{"component":"Col","data":["Intro to Computer Science","Thermodynamics","Corporate Finance","Anatomy & Physiology","Art History Overview"],"id":"col-course-name","label":"Course Title","type":"string"},{"component":"Col","data":[200,120,150,80,60],"id":"col-course-cap","label":"Capacity","type":"number"},{"component":"Col","data":[198,118,135,80,42],"id":"col-course-enrolled","label":"Enrolled","type":"number"},{"component":"Col","data":["99% (Full)","98% (Full)","90% (Near Capacity)","100% (Full)","70% (Open)"],"id":"col-course-status","label":"Fullness Rate","type":"string"},{"children":["teaching-load-header","teaching-load-table"],"component":"Card","direction":"column","gap":"m","id":"teaching-load-card","variant":"clear"},{"component":"CardHeader","id":"teaching-load-header","subtitle":"Credit Hours, Assigned Sections, and Advising Load","title":"6. Faculty Teaching Load"},{"component":"Table","columns":["col-fac-name","col-fac-dept","col-fac-sections","col-fac-credits","col-fac-advisees"],"id":"teaching-load-table"},{"component":"Col","data":["Dr. Alan Turing","Dr. Margaret Hamilton","Dr. Adam Smith","Dr. Elizabeth Blackwell","Dr. Leonardo DaVinci"],"id":"col-fac-name","label":"Faculty Member","type":"string"},{"component":"Col","data":["Computer Science","Engineering","Business","Medicine","Arts"],"id":"col-fac-dept","label":"Department","type":"string"},{"component":"Col","data":[3,4,3,2,4],"id":"col-fac-sections","label":"Sections","type":"number"},{"component":"Col","data":[12,14,9,8,12],"id":"col-fac-credits","label":"Credit Hours","type":"number"},{"component":"Col","data":[24,18,30,12,15],"id":"col-fac-advisees","label":"Advisees","type":"number"},{"children":["risk-header","risk-table"],"component":"Card","direction":"column","gap":"m","id":"risk-students-card","variant":"clear"},{"component":"CardHeader","id":"risk-header","subtitle":"Students Flagged for Low GPA, Attendance Issues, or Academic Probation","title":"7. Students at Academic Risk"},{"component":"Table","columns":["col-risk-id","col-risk-name","col-risk-prog","col-risk-gpa","col-risk-reason"],"id":"risk-table"},{"component":"Col","data":["STU-8821","STU-9043","STU-7412","STU-6590","STU-3321"],"id":"col-risk-id","label":"Student ID","type":"string"},{"component":"Col","data":["John Doe","Jane Smith","Robert Johnson","Emily Davis","Michael Brown"],"id":"col-risk-name","label":"Name","type":"string"},{"component":"Col","data":["Computer Science","Business","Engineering","Arts","Medicine"],"id":"col-risk-prog","label":"Program","type":"string"},{"component":"Col","data":[1.82,2.05,1.94,2.10,1.75],"id":"col-risk-gpa","label":"Current GPA","type":"number"},{"component":"Col","data":["Low GPA & Attendance","Attendance Warning","Academic Probation","Prerequisite Deficiency","Low GPA"],"id":"col-risk-reason","label":"Risk Factor","type":"string"},{"component":"TabItem","content":["tuition-rev-card","scholarship-card","alumni-giving-card"],"id":"tab-financial","trigger":"Financials & Philanthropy","value":"financial"},{"children":["tuition-rev-header","tuition-rev-breakdown"],"component":"Card","direction":"column","gap":"m","id":"tuition-rev-card","variant":"clear"},{"component":"CardHeader","id":"tuition-rev-header","subtitle":"Current Academic Year Revenue Breakdown","title":"4. Tuition Revenue This Year ($48.2M Total)"},{"component":"Table","columns":["col-rev-cat","col-rev-amt","col-rev-pct"],"id":"tuition-rev-breakdown"},{"component":"Col","data":["Undergraduate Tuition","Graduate Tuition","International Student Fees","Online & Continuing Ed"],"id":"col-rev-cat","label":"Revenue Category","type":"string"},{"component":"Col","data":["$31.5M","$11.2M","$3.8M","$1.7M"],"id":"col-rev-amt","label":"Amount Collected","type":"string"},{"component":"Col","data":["65.3%","23.2%","7.9%","3.6%"],"id":"col-rev-pct","label":"% of Total","type":"string"},{"children":["scholarship-header","scholarship-progress","scholarship-details"],"component":"Card","direction":"column","gap":"m","id":"scholarship-card","variant":"clear"},{"component":"CardHeader","id":"scholarship-header","subtitle":"Financial Aid & Merit Scholarship Allocation","title":"8. Scholarship Budget Utilization"},{"component":"Progress","id":"scholarship-progress","label":"$8.4M Used of $10.0M Total Budget (84%)","value":84},{"component":"TextContent","id":"scholarship-details","size":"default","text":"* **Need-Based Financial Aid:** $5.2M disbursed (3,120 recipients)\n* **Merit-Based Scholarships:** $2.2M disbursed (850 recipients)\n* **Athletic & Special Grants:** $1.0M disbursed (210 recipients)\n* **Remaining Available Funds:** $1.6M"},{"children":["alumni-header","alumni-chart"],"component":"Card","direction":"column","gap":"m","id":"alumni-giving-card","variant":"clear"},{"component":"CardHeader","id":"alumni-header","subtitle":"Donations & Campaign Contributions Over Four Years ($ Millions)","title":"11. Alumni Giving Over Past 4 Years"},{"component":"BarChart","id":"alumni-chart","labels":["2021","2022","2023","2024"],"series":["series-alumni"],"variant":"grouped","xLabel":"Fiscal Year","yLabel":"Donations ($ Millions)"},{"category":"Alumni Giving ($M)","component":"Series","id":"series-alumni","values":[4.2,5.1,5.8,7.3]},{"component":"TabItem","content":["housing-card","events-card"],"id":"tab-campus","trigger":"Campus Life & Facilities","value":"campus"},{"children":["housing-header","housing-progress","housing-details"],"component":"Card","direction":"column","gap":"m","id":"housing-card","variant":"clear"},{"component":"CardHeader","id":"housing-header","subtitle":"Residential Hall Capacity and Occupancy Status","title":"9. Housing Occupancy (96.5%)"},{"component":"Progress","id":"housing-progress","label":"3,860 Occupied Beds / 4,000 Total Capacity","value":96.5},{"component":"Table","columns":["col-hall-name","col-hall-cap","col-hall-occ","col-hall-rate"],"id":"housing-details"},{"component":"Col","data":["North Quad Residence","South Campus Suites","East Hall Dorms","West Campus Apartments"],"id":"col-hall-name","label":"Residence Hall","type":"string"},{"component":"Col","data":[1200,1000,800,1000],"id":"col-hall-cap","label":"Total Capacity","type":"number"},{"component":"Col","data":[1180,970,760,950],"id":"col-hall-occ","label":"Occupied","type":"number"},{"component":"Col","data":["98.3%","97.0%","95.0%","95.0%"],"id":"col-hall-rate","label":"Occupancy Rate","type":"string"},{"children":["events-header","events-table"],"component":"Card","direction":"column","gap":"m","id":"events-card","variant":"clear"},{"component":"CardHeader","id":"events-header","subtitle":"Scheduled University Events and Activities","title":"10. Campus Events This Month"},{"component":"Table","columns":["col-evt-date","col-evt-title","col-evt-loc","col-evt-type"],"id":"events-table"},{"component":"Col","data":["Nov 5","Nov 12","Nov 18","Nov 22","Nov 28"],"id":"col-evt-date","label":"Date","type":"string"},{"component":"Col","data":["Annual Fall Career Fair","Homecoming Parade & Game","Faculty Research Symposium","Alumni Gala Dinner","Thanksgiving Campus Dinner"],"id":"col-evt-title","label":"Event Name","type":"string"},{"component":"Col","data":["Student Union Center","Main Stadium","Science Building Auditorium","Grand Ballroom","Dining Hall North"],"id":"col-evt-loc","label":"Location","type":"string"},{"Col","data":["Career","Campus Life","Academic","Alumni","Student Life"],"component":"Col","id":"col-evt-type","label":"Category","type":"string"},{"component":"DrawerBlock","content":["form-course"],"id":"action-drawer-block","title":"Propose & Approve New Course","triggerLabel":"15. Approve New Course"},{"children":["input-c-code","input-c-title","select-c-dept","input-c-credits","btn-approve-group"],"component":"Form","fields":["input-c-code","input-c-title","select-c-dept","input-c-credits"],"id":"form-course","name":"courseApprovalForm"},{"component":"FormControl","hint":"e.g., CS350","input":"in-code","label":"Course Code","id":"input-c-code"},{"component":"Input","id":"in-code","name":"courseCode","placeholder":"Enter course code..."},{"component":"FormControl","hint":"e.g., Advanced Machine Learning","input":"in-title","label":"Course Title","id":"input-c-title"},{"component":"Input","id":"in-title","name":"courseTitle","placeholder":"Enter course title..."},{"component":"FormControl","hint":"Select owning department","input":"sel-dept","label":"Department","id":"select-c-dept"},{"component":"Select","id":"sel-dept","items":["d1","d2","d3"],"name":"courseDept","placeholder":"Select department..."},{"component":"SelectItem","id":"d1","label":"Computer Science","value":"cs"},{"component":"SelectItem","id":"d2","label":"Engineering","value":"eng"},{"component":"SelectItem","id":"d3","label":"Business","value":"bus"},{"component":"FormControl","hint":"Usually 1 to 4","input":"in-credits","label":"Credit Hours","id":"input-c-credits"},{"component":"Input","id":"in-credits","name":"credits","placeholder":"3","type":"number"},{"buttons":["btn-submit-course","btn-reject-course"],"component":"Buttons","direction":"row","id":"btn-approve-group"},{"action":["approveCourse"],"button":"Button","component":"Button","id":"btn-submit-course","label":"Approve Course","variant":"primary"},{"action":["rejectCourse"],"button":"Button","component":"Button","id":"btn-reject-course","label":"Reject Proposal","type":"destructive","variant":"tertiary"},{"component":"DialogBlock","content":["form-message"],"id":"dialog-group-msg","title":"Send Broadcast Message to Student Group","triggerLabel":"16. Send Message to Student Group"},{"children":["select-msg-target","input-msg-subject","textarea-msg-body","btn-msg-group"],"component":"Form","fields":["select-msg-target","input-msg-subject","textarea-msg-body"],"id":"form-message","name":"studentMessageForm"},{"component":"FormControl","hint":"Choose recipient cohort","input":"sel-target","label":"Target Student Group","id":"select-msg-target"},{"component":"Select","id":"sel-target","items":["tg1","tg2","tg3","tg4"],"name":"targetGroup","placeholder":"Select group..."},{"component":"SelectItem","id":"tg1","label":"All Enrolled Students","value":"all"},{"component":"SelectItem","id":"tg2","label":"Academic Risk Flagged Students","value":"at-risk"},{"component":"SelectItem","id":"tg3","label":"Computer Science Majors","value":"cs-majors"},{"component":"SelectItem","id":"tg4","label":"On-Campus Housing Residents","value":"housing-residents"},{"component":"FormControl","hint":"Brief announcement subject","input":"in-sub","label":"Subject","id":"input-msg-subject"},{"component":"Input","id":"in-sub","name":"subject","placeholder":"Important Academic Notice..."},{"component":"FormControl","hint":"Write your message content here","input":"ta-body","label":"Message Body","id":"textarea-msg-body"},{"component":"TextArea","id":"ta-body","name":"messageBody","placeholder":"Dear Students,...","rows":4},{"buttons":["btn-send-msg"],"component":"Buttons","direction":"row","id":"btn-msg-group"},{"action":["sendMessage"],"button":"Button","component":"Button","id":"btn-send-msg","label":"Send Broadcast Message","variant":"primary"}]},"version":"v0.9"}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..79b6e7c32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r3.txt
@@ -0,0 +1,1041 @@
+Here is an interactive dashboard tailored for a University Administrator, covering all 16 required items in a comprehensive, single-screen layout.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E3A8A",
+        "agentDisplayName": "University Analytics Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "tabs-container",
+            "actions-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-title",
+            "header-controls"
+          ]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "University Executive Dashboard",
+          "subtitle": "Real-time metrics, program performance, student risk management, and administrative workflows."
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": [
+            "dept-select-control",
+            "term-select-control"
+          ]
+        },
+        {
+          "id": "dept-select-control",
+          "component": "FormControl",
+          "label": "Focus Department (Item #12)",
+          "input": "dept-select"
+        },
+        {
+          "id": "dept-select",
+          "component": "Select",
+          "name": "department_filter",
+          "value": "all",
+          "items": [
+            "dept-opt-all",
+            "dept-opt-cs",
+            "dept-opt-eng",
+            "dept-opt-bus",
+            "dept-opt-art"
+          ]
+        },
+        {
+          "id": "dept-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All University Departments"
+        },
+        {
+          "id": "dept-opt-cs",
+          "component": "SelectItem",
+          "value": "cs",
+          "label": "Computer Science"
+        },
+        {
+          "id": "dept-opt-eng",
+          "component": "SelectItem",
+          "value": "eng",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-opt-bus",
+          "component": "SelectItem",
+          "value": "bus",
+          "label": "Business Administration"
+        },
+        {
+          "id": "dept-opt-art",
+          "component": "SelectItem",
+          "value": "art",
+          "label": "Arts & Humanities"
+        },
+        {
+          "id": "term-select-control",
+          "component": "FormControl",
+          "label": "Comparison Mode (Item #13)",
+          "input": "term-select",
+          "hint": "Comparing Fall 2023 (Current) vs. Spring 2023 (Last)"
+        },
+        {
+          "id": "term-select",
+          "component": "Select",
+          "name": "term_comparison",
+          "value": "curr_vs_last",
+          "items": [
+            "term-opt-1",
+            "term-opt-2"
+          ]
+        },
+        {
+          "id": "term-opt-1",
+          "component": "SelectItem",
+          "value": "curr_vs_last",
+          "label": "Fall 2023 vs Spring 2023"
+        },
+        {
+          "id": "term-opt-2",
+          "component": "SelectItem",
+          "value": "curr_vs_prior_year",
+          "label": "Fall 2023 vs Fall 2022"
+        },
+        {
+          "id": "tabs-container",
+          "component": "Tabs",
+          "items": [
+            "tab-overview",
+            "tab-academic",
+            "tab-students",
+            "tab-campus"
+          ]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Executive Summary",
+          "content": [
+            "overview-grid"
+          ]
+        },
+        {
+          "id": "overview-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "metrics-callouts-row",
+            "enrollment-rev-row",
+            "giving-budget-row"
+          ]
+        },
+        {
+          "id": "metrics-callouts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "callout-acceptance",
+            "callout-tuition",
+            "callout-housing"
+          ]
+        },
+        {
+          "id": "callout-acceptance",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Acceptance Rate (Item #3)",
+          "description": "38.5% overall (vs. 41.2% last semester) | 12,450 Accepted / 32,300 Total Applicants"
+        },
+        {
+          "id": "callout-tuition",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Tuition Revenue This Year (Item #4)",
+          "description": "$84.2M collected to date (+6.8% YoY compared to $78.8M last year)"
+        },
+        {
+          "id": "callout-housing",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "Housing Occupancy (Item #9)",
+          "description": "94.2% filled (3,768 / 4,000 beds occupied) | 12 units currently in maintenance"
+        },
+        {
+          "id": "enrollment-rev-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "enrollment-chart-header",
+            "enrollment-chart"
+          ]
+        },
+        {
+          "id": "enrollment-chart-header",
+          "component": "CardHeader",
+          "title": "Total Enrollment Trend - 5-Year Overview (Item #1)",
+          "subtitle": "Undergraduate vs. Graduate enrollment trajectories from 2019 through 2023."
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "LineChart",
+          "labels": [
+            "2019",
+            "2020",
+            "2021",
+            "2022",
+            "2023"
+          ],
+          "series": [
+            "series-undergrad",
+            "series-grad"
+          ],
+          "xLabel": "Academic Year",
+          "yLabel": "Total Enrolled Students"
+        },
+        {
+          "id": "series-undergrad",
+          "component": "Series",
+          "category": "Undergraduate",
+          "values": [
+            11200,
+            11450,
+            11800,
+            12100,
+            12650
+          ]
+        },
+        {
+          "id": "series-grad",
+          "component": "Series",
+          "category": "Graduate",
+          "values": [
+            3100,
+            3250,
+            3400,
+            3550,
+            3800
+          ]
+        },
+        {
+          "id": "giving-budget-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "giving-card",
+            "scholarship-card"
+          ]
+        },
+        {
+          "id": "giving-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "giving-header",
+            "giving-chart"
+          ]
+        },
+        {
+          "id": "giving-header",
+          "component": "CardHeader",
+          "title": "Alumni Giving - Past 4 Years (Item #11)",
+          "subtitle": "Annual donor contributions in millions ($M)."
+        },
+        {
+          "id": "giving-chart",
+          "component": "BarChart",
+          "labels": [
+            "2020",
+            "2021",
+            "2022",
+            "2023"
+          ],
+          "series": [
+            "series-unrestricted",
+            "series-endowment"
+          ],
+          "xLabel": "Year",
+          "yLabel": "Giving Amount ($M)"
+        },
+        {
+          "id": "series-unrestricted",
+          "component": "Series",
+          "category": "Unrestricted Gifts",
+          "values": [
+            4.2,
+            5.1,
+            4.8,
+            6.3
+          ]
+        },
+        {
+          "id": "series-endowment",
+          "component": "Series",
+          "category": "Endowment & Research",
+          "values": [
+            8.5,
+            9.2,
+            11.0,
+            12.8
+          ]
+        },
+        {
+          "id": "scholarship-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "scholarship-header",
+            "scholarship-progress",
+            "scholarship-breakdown"
+          ]
+        },
+        {
+          "id": "scholarship-header",
+          "component": "CardHeader",
+          "title": "Scholarship Budget Used vs Total (Item #8)",
+          "subtitle": "$14.2M allocated out of $16.0M total budget for AY 2023-2024."
+        },
+        {
+          "id": "scholarship-progress",
+          "component": "Progress",
+          "value": 88.75,
+          "label": "88.75% Budget Utilized ($14.2M / $16.0M)"
+        },
+        {
+          "id": "scholarship-breakdown",
+          "component": "Table",
+          "columns": [
+            "col-schol-type",
+            "col-schol-allocated",
+            "col-schol-remaining"
+          ]
+        },
+        {
+          "id": "col-schol-type",
+          "component": "Col",
+          "label": "Scholarship Category",
+          "data": [
+            "Merit-Based Honors",
+            "Need-Based Grants",
+            "Athletic Scholarships",
+            "Departmental Research"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-schol-allocated",
+          "component": "Col",
+          "label": "Allocated",
+          "data": [
+            "$6.1M",
+            "$5.2M",
+            "$1.8M",
+            "$1.1M"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-schol-remaining",
+          "component": "Col",
+          "label": "Remaining",
+          "data": [
+            "$0.4M",
+            "$0.8M",
+            "$0.2M",
+            "$0.4M"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "tab-academic",
+          "component": "TabItem",
+          "value": "academic",
+          "trigger": "Admissions & Academics",
+          "content": [
+            "academic-grid"
+          ]
+        },
+        {
+          "id": "academic-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "admissions-row",
+            "courses-fac-row"
+          ]
+        },
+        {
+          "id": "admissions-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "admissions-header",
+            "admissions-chart"
+          ]
+        },
+        {
+          "id": "admissions-header",
+          "component": "CardHeader",
+          "title": "Applications & Waitlists by Program (Items #2, #14)",
+          "subtitle": "Comparison of active applications and students currently on program waitlists."
+        },
+        {
+          "id": "admissions-chart",
+          "component": "HorizontalBarChart",
+          "labels": [
+            "Computer Science",
+            "Mechanical Engineering",
+            "Business Admin",
+            "Biomedical Sciences",
+            "Psychology",
+            "Fine Arts"
+          ],
+          "series": [
+            "series-apps",
+            "series-waitlist"
+          ],
+          "xLabel": "Student Count",
+          "yLabel": "Academic Program"
+        },
+        {
+          "id": "series-apps",
+          "component": "Series",
+          "category": "Total Applications (#2)",
+          "values": [
+            8400,
+            6200,
+            7100,
+            4900,
+            3800,
+            1900
+          ]
+        },
+        {
+          "id": "series-waitlist",
+          "component": "Series",
+          "category": "Waitlisted Students (#14)",
+          "values": [
+            420,
+            280,
+            310,
+            190,
+            120,
+            45
+          ]
+        },
+        {
+          "id": "courses-fac-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": [
+            "course-fill-card",
+            "faculty-load-card"
+          ]
+        },
+        {
+          "id": "course-fill-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "course-fill-header",
+            "course-fill-table"
+          ]
+        },
+        {
+          "id": "course-fill-header",
+          "component": "CardHeader",
+          "title": "Course Offering Fullness (Item #5)",
+          "subtitle": "Capacity vs. Current Enrolled Status"
+        },
+        {
+          "id": "course-fill-table",
+          "component": "Table",
+          "columns": [
+            "col-course-code",
+            "col-course-cap",
+            "col-course-fill"
+          ]
+        },
+        {
+          "id": "col-course-code",
+          "component": "Col",
+          "label": "Course",
+          "data": [
+            "CS-101 Data Structs",
+            "ENG-201 Statics",
+            "BUS-301 Finance",
+            "ART-110 Studio Drawing"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-course-cap",
+          "component": "Col",
+          "label": "Enrolled / Cap",
+          "data": [
+            "250 / 250",
+            "180 / 200",
+            "145 / 150",
+            "42 / 45"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-course-fill",
+          "component": "Col",
+          "label": "% Full",
+          "data": [
+            "100% (FULL)",
+            "90%",
+            "96.6%",
+            "93.3%"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "faculty-load-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": [
+            "fac-load-header",
+            "fac-load-table"
+          ]
+        },
+        {
+          "id": "fac-load-header",
+          "component": "CardHeader",
+          "title": "Teaching Load by Faculty Member (Item #6)",
+          "subtitle": "Assigned Course Credits & Student Count"
+        },
+        {
+          "id": "fac-load-table",
+          "component": "Table",
+          "columns": [
+            "col-fac-name",
+            "col-fac-dept",
+            "col-fac-credits",
+            "col-fac-status"
+          ]
+        },
+        {
+          "id": "col-fac-name",
+          "component": "Col",
+          "label": "Faculty Member",
+          "data": [
+            "Dr. Alan Turing",
+            "Dr. Sarah Connor",
+            "Prof. Michael Scott",
+            "Dr. Ada Lovelace"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-fac-dept",
+          "component": "Col",
+          "label": "Department",
+          "data": [
+            "Comp Sci",
+            "Engineering",
+            "Business",
+            "Comp Sci"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-fac-credits",
+          "component": "Col",
+          "label": "Teaching Load",
+          "data": [
+            "12 Credits (4 Sections)",
+            "9 Credits (3 Sections)",
+            "15 Credits (5 Sections)",
+            "6 Credits + Research"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-fac-status",
+          "component": "Col",
+          "label": "Load Status",
+          "data": [
+            "Standard",
+            "Target",
+            "Overload (+3)",
+            "Release Time"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "tab-students",
+          "component": "TabItem",
+          "value": "students",
+          "trigger": "Student Support & Risk",
+          "content": [
+            "students-grid"
+          ]
+        },
+        {
+          "id": "students-grid",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "risk-header",
+            "risk-callout",
+            "risk-table"
+          ]
+        },
+        {
+          "id": "risk-header",
+          "component": "CardHeader",
+          "title": "Students at Academic Risk (Item #7)",
+          "subtitle": "Students falling below a 2.0 GPA threshold or showing severe attendance drop-off."
+        },
+        {
+          "id": "risk-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Action Required",
+          "description": "42 students have been flagged for academic probation this term. Midterm intervention advisings are pending for 14 students."
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": [
+            "col-risk-id",
+            "col-risk-name",
+            "col-risk-major",
+            "col-risk-gpa",
+            "col-risk-attend",
+            "col-risk-status"
+          ]
+        },
+        {
+          "id": "col-risk-id",
+          "component": "Col",
+          "label": "Student ID",
+          "data": [
+            "STU-8821",
+            "STU-9043",
+            "STU-7112",
+            "STU-6549",
+            "STU-4390"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-name",
+          "component": "Col",
+          "label": "Name",
+          "data": [
+            "John Doe",
+            "Jane Smith",
+            "Alex Vance",
+            "Carlos Ray",
+            "Emily Blunt"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-major",
+          "component": "Col",
+          "label": "Major / Program",
+          "data": [
+            "BS Computer Sci",
+            "BA Psychology",
+            "BS Mech Eng",
+            "BBA Business",
+            "BA Fine Arts"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-gpa",
+          "component": "Col",
+          "label": "Current GPA",
+          "data": [
+            "1.82",
+            "1.91",
+            "1.65",
+            "1.95",
+            "1.74"
+          ],
+          "type": "number"
+        },
+        {
+          "id": "col-risk-attend",
+          "component": "Col",
+          "label": "Attendance",
+          "data": [
+            "62%",
+            "71%",
+            "54%",
+            "68%",
+            "60%"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-status",
+          "component": "Col",
+          "label": "Risk Level",
+          "data": [
+            "High Probation",
+            "Moderate Warning",
+            "Critical Intervention",
+            "Moderate Warning",
+            "High Probation"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "tab-campus",
+          "component": "TabItem",
+          "value": "campus",
+          "trigger": "Campus Life & Events",
+          "content": [
+            "campus-grid"
+          ]
+        },
+        {
+          "id": "campus-grid",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "events-header",
+            "events-list"
+          ]
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "Campus Events This Month (Item #10)",
+          "subtitle": "Major scheduled university events, guest lectures, and campus activities."
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "event-item-1",
+            "event-item-2",
+            "event-item-3",
+            "event-item-4"
+          ]
+        },
+        {
+          "id": "event-item-1",
+          "component": "ListItem",
+          "title": "Annual Fall Career & Internship Fair",
+          "subtitle": "Oct 12 | Student Union Center | Expected Attendance: 1,800+ Students & 85 Employers",
+          "actionLabel": "View Logistics"
+        },
+        {
+          "id": "event-item-2",
+          "component": "ListItem",
+          "title": "Presidential Guest Lecture Series: Ethics in AI",
+          "subtitle": "Oct 18 | Fine Arts Auditorium | Keynote: Dr. Aris Thorne",
+          "actionLabel": "RSVP Roster"
+        },
+        {
+          "id": "event-item-3",
+          "component": "ListItem",
+          "title": "Homecoming Parade & Alumni Tailgate",
+          "subtitle": "Oct 22 | Main Stadium & Quad | Jointly organized with Alumni Relations",
+          "actionLabel": "Security Brief"
+        },
+        {
+          "id": "event-item-4",
+          "component": "ListItem",
+          "title": "Undergraduate Research Symposium",
+          "subtitle": "Oct 28 | Science & Engineering Complex | 140 Poster Submissions",
+          "actionLabel": "Schedule"
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "actions-header",
+            "actions-accordion"
+          ]
+        },
+        {
+          "id": "actions-header",
+          "component": "CardHeader",
+          "title": "Administrative Action Center",
+          "subtitle": "Execute course approvals and student group messaging directly from this screen."
+        },
+        {
+          "id": "actions-accordion",
+          "component": "Accordion",
+          "items": [
+            "accordion-course-approval",
+            "accordion-message-group"
+          ]
+        },
+        {
+          "id": "accordion-course-approval",
+          "component": "AccordionItem",
+          "value": "course_approval",
+          "trigger": "Approve New Course Proposals (Item #15)",
+          "content": [
+            "course-form"
+          ]
+        },
+        {
+          "id": "course-form",
+          "component": "Form",
+          "name": "course_approval_form",
+          "fields": [
+            "form-course-select-control",
+            "form-course-comments-control"
+          ],
+          "buttons": "course-form-buttons"
+        },
+        {
+          "id": "form-course-select-control",
+          "component": "FormControl",
+          "label": "Pending Course Proposal",
+          "input": "form-course-select"
+        },
+        {
+          "id": "form-course-select",
+          "component": "Select",
+          "name": "course_code",
+          "value": "cs495",
+          "items": [
+            "crs-opt-1",
+            "crs-opt-2",
+            "crs-opt-3"
+          ]
+        },
+        {
+          "id": "crs-opt-1",
+          "component": "SelectItem",
+          "value": "cs495",
+          "label": "CS-495: Applied Large Language Models (3 Credits) - Dept: Computer Science"
+        },
+        {
+          "id": "crs-opt-2",
+          "component": "SelectItem",
+          "value": "bio310",
+          "label": "BIO-310: Genomics & Gene Editing (4 Credits) - Dept: Biology"
+        },
+        {
+          "id": "crs-opt-3",
+          "component": "SelectItem",
+          "value": "bus250",
+          "label": "BUS-250: Sustainable Supply Chain Management (3 Credits) - Dept: Business"
+        },
+        {
+          "id": "form-course-comments-control",
+          "component": "FormControl",
+          "label": "Approval / Curriculum Committee Notes",
+          "input": "form-course-comments"
+        },
+        {
+          "id": "form-course-comments",
+          "component": "TextArea",
+          "name": "approval_notes",
+          "placeholder": "Enter curriculum committee approval notes or conditions...",
+          "rows": 2
+        },
+        {
+          "id": "course-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-approve-course",
+            "btn-reject-course"
+          ]
+        },
+        {
+          "id": "btn-approve-course",
+          "component": "Button",
+          "label": "Approve Course",
+          "variant": "primary",
+          "type": "normal"
+        },
+        {
+          "id": "btn-reject-course",
+          "component": "Button",
+          "label": "Request Revisions",
+          "variant": "secondary",
+          "type": "normal"
+        },
+        {
+          "id": "accordion-message-group",
+          "component": "AccordionItem",
+          "value": "message_group",
+          "trigger": "Send Announcement / Message to Student Group (Item #16)",
+          "content": [
+            "msg-form"
+          ]
+        },
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "send_group_message_form",
+          "fields": [
+            "form-target-group-control",
+            "form-msg-title-control",
+            "form-msg-body-control"
+          ],
+          "buttons": "msg-form-buttons"
+        },
+        {
+          "id": "form-target-group-control",
+          "component": "FormControl",
+          "label": "Target Student Group",
+          "input": "form-target-group"
+        },
+        {
+          "id": "form-target-group",
+          "component": "Select",
+          "name": "target_group",
+          "value": "risk_group",
+          "items": [
+            "grp-opt-1",
+            "grp-opt-2",
+            "grp-opt-3",
+            "grp-opt-4"
+          ]
+        },
+        {
+          "id": "grp-opt-1",
+          "component": "SelectItem",
+          "value": "risk_group",
+          "label": "Students at Academic Risk (42 Students)"
+        },
+        {
+          "id": "grp-opt-2",
+          "component": "SelectItem",
+          "value": "honors_group",
+          "label": "Dean's Honor Roll Scholars (350 Students)"
+        },
+        {
+          "id": "grp-opt-3",
+          "component": "SelectItem",
+          "value": "graduating_seniors",
+          "label": "Graduating Seniors - Class of 2024 (2,100 Students)"
+        },
+        {
+          "id": "grp-opt-4",
+          "component": "SelectItem",
+          "value": "campus_housing_res",
+          "label": "On-Campus Housing Residents (3,768 Students)"
+        },
+        {
+          "id": "form-msg-title-control",
+          "component": "FormControl",
+          "label": "Subject / Heading",
+          "input": "form-msg-title"
+        },
+        {
+          "id": "form-msg-title",
+          "component": "Input",
+          "name": "message_title",
+          "type": "text",
+          "placeholder": "e.g., Mandatory Academic Advisory Session / Campus Update"
+        },
+        {
+          "id": "form-msg-body-control",
+          "component": "FormControl",
+          "label": "Message Content",
+          "input": "form-msg-body"
+        },
+        {
+          "id": "form-msg-body",
+          "component": "TextArea",
+          "name": "message_body",
+          "placeholder": "Type your message here. Broadcast will send via email and campus portal notifications.",
+          "rows": 3
+        },
+        {
+          "id": "msg-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "btn-send-message"
+          ]
+        },
+        {
+          "id": "btn-send-message",
+          "component": "Button",
+          "label": "Dispatch Group Message",
+          "variant": "primary",
+          "type": "normal"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..140887631
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/a2ui__b5-university__r4.txt
@@ -0,0 +1,1435 @@
+Here is a comprehensive dashboard tailored for a university administrator. It brings together enrollment history, department filter, financial metrics, student risk tracking, faculty load, course capacity, housing, giving, and administrative action tools in a single unified view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "uni-admin-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E3A8A",
+      "agentDisplayName": "University Analytics Portal"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "uni-admin-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header-card",
+          "comparison-callout",
+          "kpi-section",
+          "department-focus-card",
+          "main-tabs"
+        ]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "header-titles",
+          "header-badge"
+        ]
+      },
+      {
+        "id": "header-titles",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "main-heading",
+          "main-subtext"
+        ]
+      },
+      {
+        "id": "main-heading",
+        "component": "Heading",
+        "text": "Academic Administration Dashboard",
+        "level": "h1"
+      },
+      {
+        "id": "main-subtext",
+        "component": "TextContent",
+        "text": "Academic Year 2024–2025 | Institutional Performance & Operations Overview",
+        "size": "small"
+      },
+      {
+        "id": "header-badge",
+        "component": "Badge",
+        "text": "Fall Semester Active",
+        "variant": "default"
+      },
+      {
+        "id": "comparison-callout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Semester Performance Comparison (This Semester vs. Last Semester)",
+        "description": "Total Enrollment is UP +4.2% compared to last semester. Tuition Revenue is UP +5.8%. Acceptance Rate decreased by 1.5% (higher selectivity). At-Risk Student Count decreased by 8.4%."
+      },
+      {
+        "id": "kpi-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "kpi-1",
+          "kpi-2",
+          "kpi-3",
+          "kpi-4",
+          "kpi-5"
+        ]
+      },
+      {
+        "id": "kpi-1",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-1-title",
+          "kpi-1-val",
+          "kpi-1-sub"
+        ]
+      },
+      {
+        "id": "kpi-1-title",
+        "component": "TextContent",
+        "text": "Total Enrollment",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-1-val",
+        "component": "Heading",
+        "text": "14,850",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-1-sub",
+        "component": "Tag",
+        "text": "+4.2% vs. Last Term",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-2-title",
+          "kpi-2-val",
+          "kpi-2-sub"
+        ]
+      },
+      {
+        "id": "kpi-2-title",
+        "component": "TextContent",
+        "text": "Tuition Revenue (YTD)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-2-val",
+        "component": "Heading",
+        "text": "$142.5M",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-2-sub",
+        "component": "Tag",
+        "text": "Target: $140M (+1.8%)",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-3",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-3-title",
+          "kpi-3-val",
+          "kpi-3-sub"
+        ]
+      },
+      {
+        "id": "kpi-3-title",
+        "component": "TextContent",
+        "text": "Acceptance Rate",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-3-val",
+        "component": "Heading",
+        "text": "34.2%",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-3-sub",
+        "component": "Tag",
+        "text": "-1.5% More Selective",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "kpi-4",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-4-title",
+          "kpi-4-val",
+          "kpi-4-sub"
+        ]
+      },
+      {
+        "id": "kpi-4-title",
+        "component": "TextContent",
+        "text": "Housing Occupancy",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-4-val",
+        "component": "Heading",
+        "text": "96.4%",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-4-sub",
+        "component": "Progress",
+        "value": 96.4,
+        "label": "4,627 / 4,800 Beds"
+      },
+      {
+        "id": "kpi-5",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "kpi-5-title",
+          "kpi-5-val",
+          "kpi-5-sub"
+        ]
+      },
+      {
+        "id": "kpi-5-title",
+        "component": "TextContent",
+        "text": "Scholarship Budget Used",
+        "size": "small-heavy"
+      },
+      {
+        "id": "kpi-5-val",
+        "component": "Heading",
+        "text": "$22.4M / $25.0M",
+        "level": "h2"
+      },
+      {
+        "id": "kpi-5-sub",
+        "component": "Progress",
+        "value": 89.6,
+        "label": "89.6% Disbursed"
+      },
+      {
+        "id": "department-focus-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "dept-label",
+          "dept-select"
+        ]
+      },
+      {
+        "id": "dept-label",
+        "component": "TextContent",
+        "text": "Focus on Department:",
+        "size": "small-heavy"
+      },
+      {
+        "id": "dept-select",
+        "component": "Select",
+        "name": "selectedDepartment",
+        "placeholder": "All Departments (University-Wide)",
+        "items": [
+          "dept-item-all",
+          "dept-item-cs",
+          "dept-item-bus",
+          "dept-item-eng",
+          "dept-item-bio",
+          "dept-item-arts"
+        ]
+      },
+      {
+        "id": "dept-item-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Departments (University-Wide)"
+      },
+      {
+        "id": "dept-item-cs",
+        "component": "SelectItem",
+        "value": "cs",
+        "label": "School of Computer Science & Data Analytics"
+      },
+      {
+        "id": "dept-item-bus",
+        "component": "SelectItem",
+        "value": "bus",
+        "label": "College of Business & Administration"
+      },
+      {
+        "id": "dept-item-eng",
+        "component": "SelectItem",
+        "value": "eng",
+        "label": "School of Engineering"
+      },
+      {
+        "id": "dept-item-bio",
+        "component": "SelectItem",
+        "value": "bio",
+        "label": "Department of Biological Sciences"
+      },
+      {
+        "id": "dept-item-arts",
+        "component": "SelectItem",
+        "value": "arts",
+        "label": "College of Arts & Humanities"
+      },
+      {
+        "id": "main-tabs",
+        "component": "Tabs",
+        "items": [
+          "tab-enrollment",
+          "tab-academics",
+          "tab-students",
+          "tab-finance",
+          "tab-actions"
+        ]
+      },
+      {
+        "id": "tab-enrollment",
+        "component": "TabItem",
+        "value": "enrollment-admissions",
+        "trigger": "Enrollment & Admissions",
+        "content": [
+          "enrollment-card-grid"
+        ]
+      },
+      {
+        "id": "enrollment-card-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "chart-enrollment-card",
+          "admissions-split-card"
+        ]
+      },
+      {
+        "id": "chart-enrollment-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "chart-enrollment-head",
+          "enrollment-5yr-chart"
+        ]
+      },
+      {
+        "id": "chart-enrollment-head",
+        "component": "CardHeader",
+        "title": "5-Year Enrollment Trend (2020 - 2024)",
+        "subtitle": "Total headcount across Undergraduate, Graduate, and Doctoral programs"
+      },
+      {
+        "id": "enrollment-5yr-chart",
+        "component": "LineChart",
+        "labels": [
+          "2020",
+          "2021",
+          "2022",
+          "2023",
+          "2024"
+        ],
+        "series": [
+          "series-undergrad",
+          "series-grad",
+          "series-doc"
+        ],
+        "variant": "natural",
+        "xLabel": "Academic Year",
+        "yLabel": "Enrolled Students"
+      },
+      {
+        "id": "series-undergrad",
+        "component": "Series",
+        "category": "Undergraduate",
+        "values": [
+          8900,
+          9120,
+          9400,
+          9850,
+          10200
+        ]
+      },
+      {
+        "id": "series-grad",
+        "component": "Series",
+        "category": "Graduate",
+        "values": [
+          3100,
+          3250,
+          3380,
+          3500,
+          3750
+        ]
+      },
+      {
+        "id": "series-doc",
+        "component": "Series",
+        "category": "Doctoral",
+        "values": [
+          800,
+          820,
+          850,
+          880,
+          900
+        ]
+      },
+      {
+        "id": "admissions-split-card",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "apps-program-card",
+          "waitlist-program-card"
+        ]
+      },
+      {
+        "id": "apps-program-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "apps-program-head",
+          "apps-bar-chart"
+        ]
+      },
+      {
+        "id": "apps-program-head",
+        "component": "CardHeader",
+        "title": "Applications by Program",
+        "subtitle": "Fall 2024 total applicant volume per school"
+      },
+      {
+        "id": "apps-bar-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Computer Science",
+          "Business Admin",
+          "Engineering",
+          "Biological Sci",
+          "Arts & Humanities"
+        ],
+        "series": [
+          "series-apps"
+        ],
+        "variant": "grouped",
+        "xLabel": "Number of Applicants",
+        "yLabel": "Program"
+      },
+      {
+        "id": "series-apps",
+        "component": "Series",
+        "category": "Applicants",
+        "values": [
+          6420,
+          5180,
+          4850,
+          3920,
+          2410
+        ]
+      },
+      {
+        "id": "waitlist-program-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "waitlist-head",
+          "waitlist-table"
+        ]
+      },
+      {
+        "id": "waitlist-head",
+        "component": "CardHeader",
+        "title": "Waitlisted Students per Program",
+        "subtitle": "Current waitlist count and capacity status"
+      },
+      {
+        "id": "waitlist-table",
+        "component": "Table",
+        "columns": [
+          "col-program",
+          "col-waitlist",
+          "col-status"
+        ]
+      },
+      {
+        "id": "col-program",
+        "component": "Col",
+        "label": "Program / School",
+        "data": [
+          "B.S. Computer Science",
+          "M.S. Data Science",
+          "B.A. Business Admin",
+          "B.S. Mechanical Eng",
+          "B.S. Biology"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-waitlist",
+        "component": "Col",
+        "label": "Waitlisted",
+        "data": [
+          342,
+          188,
+          156,
+          112,
+          74
+        ],
+        "type": "number"
+      },
+      {
+        "id": "col-status",
+        "component": "Col",
+        "label": "Capacity Tier",
+        "data": [
+          "High Demand",
+          "High Demand",
+          "Moderate",
+          "Moderate",
+          "Standard"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "tab-academics",
+        "component": "TabItem",
+        "value": "academics-faculty",
+        "trigger": "Course Capacity & Faculty Load",
+        "content": [
+          "academics-grid"
+        ]
+      },
+      {
+        "id": "academics-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "course-fill-card",
+          "faculty-load-card"
+        ]
+      },
+      {
+        "id": "course-fill-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "course-fill-head",
+          "course-fill-table"
+        ]
+      },
+      {
+        "id": "course-fill-head",
+        "component": "CardHeader",
+        "title": "Course Offering Fullness (Fall 2024)",
+        "subtitle": "Seat utilization and enrollment caps for primary course offerings"
+      },
+      {
+        "id": "course-fill-table",
+        "component": "Table",
+        "columns": [
+          "col-course-code",
+          "col-course-name",
+          "col-course-cap",
+          "col-course-enrolled",
+          "col-course-fill-pct"
+        ]
+      },
+      {
+        "id": "col-course-code",
+        "component": "Col",
+        "label": "Course Code",
+        "data": [
+          "CS 101",
+          "BUS 200",
+          "ENG 305",
+          "BIO 110",
+          "MATH 220"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-course-name",
+        "component": "Col",
+        "label": "Course Title",
+        "data": [
+          "Intro to Computer Science",
+          "Principles of Marketing",
+          "Thermodynamics II",
+          "General Biology with Lab",
+          "Linear Algebra"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-course-cap",
+        "component": "Col",
+        "label": "Capacity Cap",
+        "data": [
+          300,
+          250,
+          120,
+          200,
+          180
+        ],
+        "type": "number"
+      },
+      {
+        "id": "col-course-enrolled",
+        "component": "Col",
+        "label": "Enrolled",
+        "data": [
+          298,
+          245,
+          118,
+          182,
+          155
+        ],
+        "type": "number"
+      },
+      {
+        "id": "col-course-fill-pct",
+        "component": "Col",
+        "label": "Fullness Rate",
+        "data": [
+          "99.3% (Full)",
+          "98.0% (Full)",
+          "98.3% (Full)",
+          "91.0% (Optimal)",
+          "86.1% (Optimal)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "faculty-load-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "faculty-load-head",
+          "faculty-load-table"
+        ]
+      },
+      {
+        "id": "faculty-load-head",
+        "component": "CardHeader",
+        "title": "Teaching Load by Faculty Member",
+        "subtitle": "Credit hours, section count, and advisement load for current term"
+      },
+      {
+        "id": "faculty-load-table",
+        "component": "Table",
+        "columns": [
+          "col-fac-name",
+          "col-fac-dept",
+          "col-fac-credits",
+          "col-fac-sections",
+          "col-fac-advisees"
+        ]
+      },
+      {
+        "id": "col-fac-name",
+        "component": "Col",
+        "label": "Faculty Member",
+        "data": [
+          "Dr. Alan Turing",
+          "Dr. Ada Lovelace",
+          "Prof. Michael Porter",
+          "Dr. Rosalind Franklin",
+          "Dr. Richard Feynman"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-fac-dept",
+        "component": "Col",
+        "label": "Department",
+        "data": [
+          "Computer Science",
+          "Computer Science",
+          "Business Admin",
+          "Biology",
+          "Physics/Engineering"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-fac-credits",
+        "component": "Col",
+        "label": "Teaching Credits",
+        "data": [
+          12,
+          15,
+          9,
+          12,
+          14
+        ],
+        "type": "number"
+      },
+      {
+        "id": "col-fac-sections",
+        "component": "Col",
+        "label": "Active Sections",
+        "data": [
+          4,
+          5,
+          3,
+          4,
+          4
+        ],
+        "type": "number"
+      },
+      {
+        "id": "col-fac-advisees",
+        "component": "Col",
+        "label": "Student Advisees",
+        "data": [
+          28,
+          34,
+          22,
+          19,
+          25
+        ],
+        "type": "number"
+      },
+      {
+        "id": "tab-students",
+        "component": "TabItem",
+        "value": "student-risk-events",
+        "trigger": "At-Risk Students & Campus Life",
+        "content": [
+          "student-grid"
+        ]
+      },
+      {
+        "id": "student-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "at-risk-card",
+          "campus-events-card"
+        ]
+      },
+      {
+        "id": "at-risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "at-risk-head",
+          "at-risk-alert",
+          "at-risk-table"
+        ]
+      },
+      {
+        "id": "at-risk-head",
+        "component": "CardHeader",
+        "title": "Students at Academic Risk",
+        "subtitle": "Flags raised based on GPA below 2.0, course drop notices, or attendance alerts"
+      },
+      {
+        "id": "at-risk-alert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Early Intervention Alert",
+        "description": "142 students currently flagged. Advisor check-ins completed for 68% of flagged profiles."
+      },
+      {
+        "id": "at-risk-table",
+        "component": "Table",
+        "columns": [
+          "col-risk-id",
+          "col-risk-name",
+          "col-risk-year",
+          "col-risk-gpa",
+          "col-risk-reason"
+        ]
+      },
+      {
+        "id": "col-risk-id",
+        "component": "Col",
+        "label": "Student ID",
+        "data": [
+          "STU-8821",
+          "STU-9043",
+          "STU-7412",
+          "STU-9901",
+          "STU-6532"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-risk-name",
+        "component": "Col",
+        "label": "Student Name",
+        "data": [
+          "Marcus Vance",
+          "Elena Rostova",
+          "Jordan Lee",
+          "Sophia Patel",
+          "David Kim"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-risk-year",
+        "component": "Col",
+        "label": "Academic Level",
+        "data": [
+          "Sophomore",
+          "Freshman",
+          "Junior",
+          "Freshman",
+          "Senior"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-risk-gpa",
+        "component": "Col",
+        "label": "Current GPA",
+        "data": [
+          "1.82",
+          "1.65",
+          "1.91",
+          "1.74",
+          "1.95"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col-risk-reason",
+        "component": "Col",
+        "label": "Primary Risk Factor",
+        "data": [
+          "Midterm Failures (2)",
+          "Low Attendance (<60%)",
+          "Prerequisite Failure",
+          "Midterm Failures (3)",
+          "Credit Deficit"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "campus-events-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "events-head",
+          "events-list"
+        ]
+      },
+      {
+        "id": "events-head",
+        "component": "CardHeader",
+        "title": "Campus Events This Month",
+        "subtitle": "Upcoming major institutional, academic, and student life activities"
+      },
+      {
+        "id": "events-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event-item-1",
+          "event-item-2",
+          "event-item-3",
+          "event-item-4"
+        ]
+      },
+      {
+        "id": "event-item-1",
+        "component": "ListItem",
+        "title": "Annual STEM & Technology Career Fair",
+        "subtitle": "Nov 12 | Student Union Main Hall | Expected Attendance: 2,500+"
+      },
+      {
+        "id": "event-item-2",
+        "component": "ListItem",
+        "title": "Board of Trustees Quarterly Review",
+        "subtitle": "Nov 18 | Executive Conference Center | Financial & Strategic Planning"
+      },
+      {
+        "id": "event-item-3",
+        "component": "ListItem",
+        "title": "Homecoming Parade & Alumni Weekend",
+        "subtitle": "Nov 22 - 24 | Campus-wide & Stadium | Alumni Relations Host"
+      },
+      {
+        "id": "event-item-4",
+        "component": "ListItem",
+        "title": "Faculty Senate Research Symposium",
+        "subtitle": "Nov 28 | Science Auditorium | Poster Sessions & Keynote Speakers"
+      },
+      {
+        "id": "tab-finance",
+        "component": "TabItem",
+        "value": "finance-alumni",
+        "trigger": "Finances & Alumni Giving",
+        "content": [
+          "finance-grid"
+        ]
+      },
+      {
+        "id": "finance-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "alumni-giving-card",
+          "tuition-breakdown-card"
+        ]
+      },
+      {
+        "id": "alumni-giving-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "alumni-giving-head",
+          "alumni-giving-chart"
+        ]
+      },
+      {
+        "id": "alumni-giving-head",
+        "component": "CardHeader",
+        "title": "Alumni Giving Over Past 4 Years (2021 - 2024)",
+        "subtitle": "Annual total donations across Endowment, Annual Fund, and Capital Projects ($ Millions)"
+      },
+      {
+        "id": "alumni-giving-chart",
+        "component": "BarChart",
+        "labels": [
+          "2021",
+          "2022",
+          "2023",
+          "2024 (YTD)"
+        ],
+        "series": [
+          "series-endowment",
+          "series-annual-fund",
+          "series-capital"
+        ],
+        "variant": "stacked",
+        "xLabel": "Fiscal Year",
+        "yLabel": "Donations ($ Millions)"
+      },
+      {
+        "id": "series-endowment",
+        "component": "Series",
+        "category": "Endowment Fund",
+        "values": [
+          8.5,
+          10.2,
+          11.8,
+          13.4
+        ]
+      },
+      {
+        "id": "series-annual-fund",
+        "component": "Series",
+        "category": "Annual Fund",
+        "values": [
+          4.2,
+          4.8,
+          5.1,
+          5.6
+        ]
+      },
+      {
+        "id": "series-capital",
+        "component": "Series",
+        "category": "Capital Projects",
+        "values": [
+          3.1,
+          5.0,
+          4.3,
+          6.2
+        ]
+      },
+      {
+        "id": "tuition-breakdown-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "tuition-head",
+          "tuition-row"
+        ]
+      },
+      {
+        "id": "tuition-head",
+        "component": "CardHeader",
+        "title": "Tuition Revenue & Financial Aid Breakdown",
+        "subtitle": "Distribution of net tuition revenue vs institutional grants"
+      },
+      {
+        "id": "tuition-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "center",
+        "children": [
+          "tuition-pie",
+          "scholarship-callout-card"
+        ]
+      },
+      {
+        "id": "tuition-pie",
+        "component": "PieChart",
+        "labels": [
+          "Undergrad Tuition",
+          "Grad Tuition",
+          "Professional/Exec Ed",
+          "Lab & Student Fees"
+        ],
+        "values": [
+          88.5,
+          32.1,
+          14.2,
+          7.7
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "scholarship-callout-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "sch-heading",
+          "sch-prog",
+          "sch-desc"
+        ]
+      },
+      {
+        "id": "sch-heading",
+        "component": "Heading",
+        "text": "Scholarship Budget Overview",
+        "level": "h3"
+      },
+      {
+        "id": "sch-prog",
+        "component": "Progress",
+        "value": 89.6,
+        "label": "$22.4M committed out of $25.0M annual allocation"
+      },
+      {
+        "id": "sch-desc",
+        "component": "TextContent",
+        "text": "Remaining $2.6M reserved for spring term emergency financial assistance and late transfer merit awards."
+      },
+      {
+        "id": "tab-actions",
+        "component": "TabItem",
+        "value": "administrative-actions",
+        "trigger": "Admin Workflow Tools",
+        "content": [
+          "actions-grid"
+        ]
+      },
+      {
+        "id": "actions-grid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "approve-course-card",
+          "broadcast-msg-card"
+        ]
+      },
+      {
+        "id": "approve-course-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "approve-head",
+          "approve-form"
+        ]
+      },
+      {
+        "id": "approve-head",
+        "component": "CardHeader",
+        "title": "Approve New Course Proposal",
+        "subtitle": "Review curriculum submission and authorize catalog entry"
+      },
+      {
+        "id": "approve-form",
+        "component": "Form",
+        "name": "courseApprovalForm",
+        "fields": [
+          "fc-course-dept",
+          "fc-course-code",
+          "fc-course-title",
+          "fc-course-syllabus",
+          "fc-approval-decision"
+        ],
+        "buttons": "approve-btn-group"
+      },
+      {
+        "id": "fc-course-dept",
+        "component": "FormControl",
+        "label": "Department",
+        "input": "input-course-dept"
+      },
+      {
+        "id": "input-course-dept",
+        "component": "Select",
+        "name": "courseDept",
+        "placeholder": "Select department...",
+        "items": [
+          "c-dept-cs",
+          "c-dept-bus",
+          "c-dept-eng"
+        ]
+      },
+      {
+        "id": "c-dept-cs",
+        "component": "SelectItem",
+        "value": "cs",
+        "label": "Computer Science"
+      },
+      {
+        "id": "c-dept-bus",
+        "component": "SelectItem",
+        "value": "bus",
+        "label": "Business Administration"
+      },
+      {
+        "id": "c-dept-eng",
+        "component": "SelectItem",
+        "value": "eng",
+        "label": "Engineering"
+      },
+      {
+        "id": "fc-course-code",
+        "component": "FormControl",
+        "label": "Course Code & Number",
+        "input": "input-course-code",
+        "hint": "e.g., CS 485 or BUS 310"
+      },
+      {
+        "id": "input-course-code",
+        "component": "Input",
+        "name": "courseCode",
+        "placeholder": "e.g. CS 490"
+      },
+      {
+        "id": "fc-course-title",
+        "component": "FormControl",
+        "label": "Proposed Course Title",
+        "input": "input-course-title"
+      },
+      {
+        "id": "input-course-title",
+        "component": "Input",
+        "name": "courseTitle",
+        "placeholder": "e.g. Applied Ethics in Generative AI"
+      },
+      {
+        "id": "fc-course-syllabus",
+        "component": "FormControl",
+        "label": "Curricular Justification & Notes",
+        "input": "input-course-syllabus"
+      },
+      {
+        "id": "input-course-syllabus",
+        "component": "TextArea",
+        "name": "courseNotes",
+        "placeholder": "Summary of course goals, prerequisites, and faculty approval status...",
+        "rows": 3
+      },
+      {
+        "id": "fc-approval-decision",
+        "component": "FormControl",
+        "label": "Approval Decision",
+        "input": "input-approval-radio"
+      },
+      {
+        "id": "input-approval-radio",
+        "component": "RadioGroup",
+        "name": "approvalStatus",
+        "defaultValue": "approved",
+        "items": [
+          "radio-approve",
+          "radio-revision",
+          "radio-reject"
+        ]
+      },
+      {
+        "id": "radio-approve",
+        "component": "RadioItem",
+        "value": "approved",
+        "label": "Approve Course",
+        "description": "Add course to upcoming academic catalog"
+      },
+      {
+        "id": "radio-revision",
+        "component": "RadioItem",
+        "value": "revision_requested",
+        "label": "Request Revision",
+        "description": "Send back to department committee for edits"
+      },
+      {
+        "id": "radio-reject",
+        "component": "RadioItem",
+        "value": "rejected",
+        "label": "Reject Proposal",
+        "description": "Decline course addition"
+      },
+      {
+        "id": "approve-btn-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-submit-course"
+        ]
+      },
+      {
+        "id": "btn-submit-course",
+        "component": "Button",
+        "label": "Submit Course Decision",
+        "variant": "primary"
+      },
+      {
+        "id": "broadcast-msg-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "msg-head",
+          "msg-form"
+        ]
+      },
+      {
+        "id": "msg-head",
+        "component": "CardHeader",
+        "title": "Send Message to Student Group",
+        "subtitle": "Broadcast targeted email/SMS notification to specific student cohorts"
+      },
+      {
+        "id": "msg-form",
+        "component": "Form",
+        "name": "studentBroadcastForm",
+        "fields": [
+          "fc-msg-target",
+          "fc-msg-subject",
+          "fc-msg-body",
+          "fc-msg-channels"
+        ],
+        "buttons": "msg-btn-group"
+      },
+      {
+        "id": "fc-msg-target",
+        "component": "FormControl",
+        "label": "Target Student Cohort",
+        "input": "input-msg-target"
+      },
+      {
+        "id": "input-msg-target",
+        "component": "Select",
+        "name": "targetCohort",
+        "placeholder": "Select audience...",
+        "items": [
+          "target-at-risk",
+          "target-waitlist",
+          "target-seniors",
+          "target-cs-majors",
+          "target-housing"
+        ]
+      },
+      {
+        "id": "target-at-risk",
+        "component": "SelectItem",
+        "value": "at_risk",
+        "label": "Flagged Academic Risk Students"
+      },
+      {
+        "id": "target-waitlist",
+        "component": "SelectItem",
+        "value": "waitlisted",
+        "label": "Waitlisted Course Applicants"
+      },
+      {
+        "id": "target-seniors",
+        "component": "SelectItem",
+        "value": "seniors",
+        "label": "Graduating Senior Class (Spring 2025)"
+      },
+      {
+        "id": "target-cs-majors",
+        "component": "SelectItem",
+        "value": "cs_undergrad",
+        "label": "Computer Science Undergraduates"
+      },
+      {
+        "id": "target-housing",
+        "component": "SelectItem",
+        "value": "dorm_residents",
+        "label": "On-Campus Housing Residents"
+      },
+      {
+        "id": "fc-msg-subject",
+        "component": "FormControl",
+        "label": "Message Subject Title",
+        "input": "input-msg-subject"
+      },
+      {
+        "id": "input-msg-subject",
+        "component": "Input",
+        "name": "msgSubject",
+        "placeholder": "e.g., Urgent: Midterm Academic Advising Deadline"
+      },
+      {
+        "id": "fc-msg-body",
+        "component": "FormControl",
+        "label": "Message Content",
+        "input": "input-msg-body"
+      },
+      {
+        "id": "input-msg-body",
+        "component": "TextArea",
+        "name": "msgBody",
+        "placeholder": "Type your notification message to students here...",
+        "rows": 3
+      },
+      {
+        "id": "fc-msg-channels",
+        "component": "FormControl",
+        "label": "Delivery Channels",
+        "input": "input-msg-channels"
+      },
+      {
+        "id": "input-msg-channels",
+        "component": "CheckBoxGroup",
+        "name": "channels",
+        "items": [
+          "chk-email",
+          "chk-portal",
+          "chk-sms"
+        ]
+      },
+      {
+        "id": "chk-email",
+        "component": "CheckBoxItem",
+        "name": "channel_email",
+        "label": "University Email",
+        "description": "Send to official student email address",
+        "defaultChecked": true
+      },
+      {
+        "id": "chk-portal",
+        "component": "CheckBoxItem",
+        "name": "channel_portal",
+        "label": "Student Portal Notification",
+        "description": "Push banner to mobile app and portal dashboard",
+        "defaultChecked": true
+      },
+      {
+        "id": "chk-sms",
+        "component": "CheckBoxItem",
+        "name": "channel_sms",
+        "label": "SMS Urgent Alert",
+        "description": "Send text message to registered mobile numbers",
+        "defaultChecked": false
+      },
+      {
+        "id": "msg-btn-group",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btn-send-broadcast"
+        ]
+      },
+      {
+        "id": "btn-send-broadcast",
+        "component": "Button",
+        "label": "Send Broadcast Message",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..4ba15537e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["header-card","status-callout","summary-card","line-items-card","payment-card","notes-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["brand-info","invoice-meta"]}}
+{"op":"add","path":"/elements/brand-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["freelancer-name","freelancer-title"]}}
+{"op":"add","path":"/elements/freelancer-name","value":{"type":"Heading","props":{"text":"{ $state: /invoice/freelancerName }","level":"h2"}}}
+{"op":"add","path":"/elements/freelancer-title","value":{"type":"TextContent","props":{"text":"{ $state: /invoice/freelancerTitle }","size":"small"}}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"Card","props":{"variant":"clear","align":"end","gap":"xs"},"children":["invoice-number","invoice-badge"]}}
+{"op":"add","path":"/elements/invoice-number","value":{"type":"Heading","props":{"text":"{ $state: /invoice/invoiceNumber }","level":"h3"}}}
+{"op":"add","path":"/elements/invoice-badge","value":{"type":"Badge","props":{"text":"{ $state: /invoice/statusText }","variant":"destructive"}}}
+{"op":"add","path":"/state/invoice","value":{"freelancerName":"Alex Morgan Studio","freelancerTitle":"Senior Full-Stack Developer & UI/UX Designer","invoiceNumber":"INV-2025-042","statusText":"Payment Due","amountDue":"$4,850.00","currency":"USD ($)","issueDate":"Oct 12, 2025","dueDate":"Nov 01, 2025","clientName":"Acme Corporation","clientEmail":"billing@acme.com","paid":false,"paymentMethod":"credit_card"}}
+{"op":"add","path":"/elements/status-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Payment Required by Due Date","description":"Please review the line items below and complete payment by Nov 01, 2025 to avoid late charges."},"visible":{"$state":"/invoice/paid","not":true}}}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["amount-box","due-box","client-box"]}}
+{"op":"add","path":"/elements/amount-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["amount-label","amount-val"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"Label","props":{"text":"Total Amount Due"}}}
+{"op":"add","path":"/elements/amount-val","value":{"type":"Heading","props":{"text":"{ $state: /invoice/amountDue }","level":"h1"}}}
+{"op":"add","path":"/elements/due-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["due-label","due-val"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"Label","props":{"text":"Due Date"}}}
+{"op":"add","path":"/elements/due-val","value":{"type":"Heading","props":{"text":"{ $state: /invoice/dueDate }","level":"h2"}}}
+{"op":"add","path":"/elements/client-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["client-label","client-val"]}}
+{"op":"add","path":"/elements/client-label","value":{"type":"Label","props":{"text":"Billed To"}}}
+{"op":"add","path":"/elements/client-val","value":{"type":"TextContent","props":{"text":"{ $state: /invoice/clientName }","size":"large-heavy"}}}
+{"op":"add","path":"/elements/line-items-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["line-items-header","line-items-list","separator-1","totals-stack"]}}
+{"op":"add","path":"/elements/line-items-header","value":{"type":"CardHeader","props":{"title":"Invoice Breakdown","subtitle":"Services rendered for Q4 Mobile App & Web Redesign"}}}
+{"op":"add","path":"/elements/line-items-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/lineItems","key":"id"},"children":["line-item-row"]}}
+{"op":"add","path":"/elements/line-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["line-item-details","line-item-price"]}}
+{"op":"add","path":"/elements/line-item-details","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["line-item-title","line-item-sub"]}}
+{"op":"add","path":"/elements/line-item-title","value":{"type":"TextContent","props":{"text":"{ $item: description }","size":"default"}}}
+{"op":"add","path":"/elements/line-item-sub","value":{"type":"TextContent","props":{"text":"{ $item: hours }","size":"small"}}}
+{"op":"add","path":"/elements/line-item-price","value":{"type":"TextContent","props":{"text":"{ $item: amount }","size":"large-heavy"}}}
+{"op":"add","path":"/state/lineItems","value":[]}
+{"op":"add","path":"/state/lineItems/0","value":{"id":"1","description":"UI/UX Design & Interactive Wireframes","hours":"30 hrs @ $80/hr","amount":"$2,400.00"}}
+{"op":"add","path":"/state/lineItems/1","value":{"id":"2","description":"Frontend Implementation & State Management","hours":"25 hrs @ $90/hr","amount":"$2,250.00"}}
+{"op":"add","path":"/state/lineItems/2","value":{"id":"3","description":"API Integration & Final QA Testing","hours":"2 hrs @ $100/hr","amount":"$200.00"}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/totals-stack","value":{"type":"Card","props":{"variant":"clear","align":"end","gap":"xs"},"children":["subtotal-row","tax-row","total-row"]}}
+{"op":"add","path":"/elements/subtotal-row","value":{"type":"TextContent","props":{"text":"Subtotal: **$4,850.00**","size":"default"}}}
+{"op":"add","path":"/elements/tax-row","value":{"type":"TextContent","props":{"text":"Tax (0%): **$0.00**","size":"small"}}}
+{"op":"add","path":"/elements/total-row","value":{"type":"TextContent","props":{"text":"Total Due (USD): **$4,850.00**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/payment-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["payment-header","payment-success-alert","payment-form-stack"]}}
+{"op":"add","path":"/elements/payment-header","value":{"type":"CardHeader","props":{"title":"Pay Now","subtitle":"Select your preferred method and submit instant payment"}}}
+{"op":"add","path":"/elements/payment-success-alert","value":{"type":"Alert","props":{"variant":"success","title":"Payment Successful!","description":"Thank you! Your payment of $4,850.00 USD has been processed and a receipt was emailed to billing@acme.com."},"visible":{"$state":"/invoice/paid"}}}
+{"op":"add","path":"/elements/payment-form-stack","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"visible":{"$state":"/invoice/paid","not":true},"children":["payment-method-selector","cc-fields","cardholder-control","pay-button-group"]}}
+{"op":"add","path":"/elements/payment-method-selector","value":{"type":"FormControl","props":{"label":"Select Payment Method","input":"method-radios"}}}
+{"op":"add","path":"/elements/method-radios","value":{"type":"RadioGroup","props":{"name":"paymentMethod","value":{"$bindState":"/invoice/paymentMethod"},"items":["opt-cc","opt-ach","opt-crypto"]}}}
+{"op":"add","path":"/elements/opt-cc","value":{"type":"RadioItem","props":{"value":"credit_card","label":"Credit / Debit Card","description":"Instant processing (Visa, Mastercard, Amex)"}}}
+{"op":"add","path":"/elements/opt-ach","value":{"type":"RadioItem","props":{"value":"bank_transfer","label":"ACH Bank Transfer","description":"Direct transfer from US bank account (1-2 business days)"}}}
+{"op":"add","path":"/elements/opt-crypto","value":{"type":"RadioItem","props":{"value":"crypto","label":"Crypto / USDC","description":"Pay via Coinbase Commerce or direct wallet"}}}
+{"op":"add","path":"/elements/cc-fields","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["card-number-control","exp-cvv-row"]}}
+{"op":"add","path":"/elements/card-number-control","value":{"type":"FormControl","props":{"label":"Card Number","input":"card-number-input"}}}
+{"op":"add","path":"/elements/card-number-input","value":{"type":"Input","props":{"name":"cardNumber","placeholder":"4532 •••• •••• 8892","type":"text","value":{"$bindState":"/paymentForm/cardNumber"}}}}
+{"op":"add","path":"/elements/exp-cvv-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["exp-control","cvv-control"]}}
+{"op":"add","path":"/elements/exp-control","value":{"type":"FormControl","props":{"label":"Expiration","input":"exp-input"}}}
+{"op":"add","path":"/elements/exp-input","value":{"type":"Input","props":{"name":"expDate","placeholder":"MM/YY","type":"text","value":{"$bindState":"/paymentForm/expDate"}}}}
+{"op":"add","path":"/elements/cvv-control","value":{"type":"FormControl","props":{"label":"CVC / CVV","input":"cvv-input"}}}
+{"op":"add","path":"/elements/cvv-input","value":{"type":"Input","props":{"name":"cvv","placeholder":"123","type":"password","value":{"$bindState":"/paymentForm/cvv"}}}}
+{"op":"add","path":"/elements/cardholder-control","value":{"type":"FormControl","props":{"label":"Cardholder Name","input":"cardholder-input"}}}
+{"op":"add","path":"/elements/cardholder-input","value":{"type":"Input","props":{"name":"cardholderName","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/paymentForm/cardholderName"}}}}
+{"op":"add","path":"/elements/pay-button-group","value":{"type":"Buttons","props":{"direction":"row"},"children":["pay-now-btn"]}}
+{"op":"add","path":"/elements/pay-now-btn","value":{"type":"Button","props":{"label":"Pay $4,850.00 USD Now","variant":"primary","size":"large"},"on":{"press":[{"action":"setState","params":{"statePath":"/invoice/paid","value":true}},{"action":"setState","params":{"statePath":"/invoice/statusText","value":"Paid in Full"}}]}}}
+{"op":"add","path":"/state/paymentForm","value":{"cardNumber":"","expDate":"","cvv":"","cardholderName":"Acme Corporation"}}
+{"op":"add","path":"/elements/notes-card","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["notes-heading","notes-body"]}}
+{"op":"add","path":"/elements/notes-heading","value":{"type":"Label","props":{"text":"Payment Terms & Notes"}}}
+{"op":"add","path":"/elements/notes-body","value":{"type":"TextContent","props":{"text":"Thank you for your business! Payments not received by **Nov 01, 2025** are subject to a late fee of 1.5% per month. For wire transfer instructions or invoicing support, please email `alex@alexmorgan.dev`.","size":"small"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..670cf6a89
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["banner-status","header-card","details-grid","line-items-card","payment-section","download-section"]}}
+{"op":"add","path":"/elements/banner-status","value":{"type":"Callout","props":{"variant":"warning","title":"Payment Pending","description":"Invoice #INV-2024-089 is due on October 15, 2024. Please submit payment to avoid late fees."},"children":[]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["header-top","separator-1","header-summary"]}}
+{"op":"add","path":"/elements/header-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["freelancer-info","invoice-badge"]}}
+{"op":"add","path":"/elements/freelancer-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["freelancer-name","freelancer-role"]}}
+{"op":"add","path":"/elements/freelancer-name","value":{"type":"Heading","props":{"text":"Alex Morgan","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/freelancer-role","value":{"type":"TextContent","props":{"text":"Senior Product Designer & Frontend Developer\nalex@morgan-design.io | +1 (555) 019-2834","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invoice-badge","value":{"type":"Badge","props":{"text":"UNPAID","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/header-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true},"children":["due-amount-box","due-date-box"]}}
+{"op":"add","path":"/elements/due-amount-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Total Amount Due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":"$4,850.00 USD","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/due-date-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["date-label","date-value"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/date-value","value":{"type":"Tag","props":{"text":"October 15, 2024","variant":"warning","size":"lg","icon":"calendar"},"children":[]}}
+{"op":"add","path":"/elements/details-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["client-card","meta-card"]}}
+{"op":"add","path":"/elements/client-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["client-title","client-details"]}}
+{"op":"add","path":"/elements/client-title","value":{"type":"CardHeader","props":{"title":"Billed To","subtitle":"Client Organization"},"children":[]}}
+{"op":"add","path":"/elements/client-details","value":{"type":"TextContent","props":{"text":"**Acme Corporation**\nAttn: Sarah Jenkins (Design Lead)\n100 Tech Blvd, Suite 400\nSan Francisco, CA 94107\nsarah.j@acmecorp.com"},"children":[]}}
+{"op":"add","path":"/elements/meta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["meta-title","meta-details"]}}
+{"op":"add","path":"/elements/meta-title","value":{"type":"CardHeader","props":{"title":"Invoice Details","subtitle":"Metadata & Terms"},"children":[]}}
+{"op":"add","path":"/elements/meta-details","value":{"type":"TextContent","props":{"text":"**Invoice Number:** INV-2024-089\n**Issue Date:** October 01, 2024\n**Payment Terms:** Net 15\n**PO Number:** PO-99231"},"children":[]}}
+{"op":"add","path":"/elements/line-items-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["items-header","items-list","items-summary"]}}
+{"op":"add","path":"/elements/items-header","value":{"type":"CardHeader","props":{"title":"Services Rendered","subtitle":"Itemized breakdown for Q3 Design & Development Work"},"children":[]}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lineItems","key":"id"},"children":["line-item-row"]}}
+{"op":"add","path":"/elements/line-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["item-info","item-cost"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-title","item-description"]}}
+{"op":"add","path":"/elements/item-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-description","value":{"type":"TextContent","props":{"text":{"$template":"${hours} hrs @ $${rate}/hr"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-cost","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/lineItems","value":[]}
+{"op":"add","path":"/state/lineItems/0","value":{"id":"1","title":"UX/UI Design & Design System Setup","hours":"20","rate":"110","amount":"2,200.00"}}
+{"op":"add","path":"/state/lineItems/1","value":{"id":"2","title":"Frontend React/Next.js Component Library","hours":"18","rate":"120","amount":"2,160.00"}}
+{"op":"add","path":"/state/lineItems/2","value":{"id":"3","title":"User Testing & Accessibility Audit","hours":"7","rate":"70","amount":"490.00"}}
+{"op":"add","path":"/elements/items-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["subtotal-text","tax-text","total-text"]}}
+{"op":"add","path":"/elements/subtotal-text","value":{"type":"TextContent","props":{"text":"Subtotal: $4,850.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tax-text","value":{"type":"TextContent","props":{"text":"Tax (0%): $0.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/total-text","value":{"type":"TextContent","props":{"text":"**Total Due: $4,850.00 USD**","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/payment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payment-header","payment-tabs"]}}
+{"op":"add","path":"/elements/payment-header","value":{"type":"CardHeader","props":{"title":"Pay Invoice Now","subtitle":"Select your preferred secure payment method"},"children":[]}}
+{"op":"add","path":"/elements/payment-tabs","value":{"type":"Tabs","props":{"items":["tab-card","tab-ach","tab-crypto"]},"children":[]}}
+{"op":"add","path":"/elements/tab-card","value":{"type":"TabItem","props":{"value":"card","trigger":"Credit / Debit Card","content":["card-form-container"]},"children":[]}}
+{"op":"add","path":"/elements/card-form-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["card-number-control","card-row","card-name-control","pay-card-btn"]}}
+{"op":"add","path":"/elements/card-number-control","value":{"type":"FormControl","props":{"label":"Card Number","input":"card-number-input","hint":"Visa, Mastercard, Amex accepted"},"children":[]}}
+{"op":"add","path":"/elements/card-number-input","value":{"type":"Input","props":{"name":"cardNumber","placeholder":"4532 •••• •••• 8892","value":{"$bindState":"/payment/cardNumber"}},"children":[]}}
+{"op":"add","path":"/elements/card-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["expiry-control","cvv-control"]}}
+{"op":"add","path":"/elements/expiry-control","value":{"type":"FormControl","props":{"label":"Expiry Date","input":"expiry-input"},"children":[]}}
+{"op":"add","path":"/elements/expiry-input","value":{"type":"Input","props":{"name":"expiry","placeholder":"MM/YY","value":{"$bindState":"/payment/expiry"}},"children":[]}}
+{"op":"add","path":"/elements/cvv-control","value":{"type":"FormControl","props":{"label":"CVC / CVV","input":"cvv-input"},"children":[]}}
+{"op":"add","path":"/elements/cvv-input","value":{"type":"Input","props":{"name":"cvv","placeholder":"123","value":{"$bindState":"/payment/cvv"}},"children":[]}}
+{"op":"add","path":"/elements/card-name-control","value":{"type":"FormControl","props":{"label":"Cardholder Name","input":"card-name-input"},"children":[]}}
+{"op":"add","path":"/elements/card-name-input","value":{"type":"Input","props":{"name":"cardName","placeholder":"Sarah Jenkins","value":{"$bindState":"/payment/cardName"}},"children":[]}}
+{"op":"add","path":"/elements/pay-card-btn","value":{"type":"Button","props":{"label":"Pay $4,850.00 USD Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"success"}}},"children":[]}}
+{"op":"add","path":"/elements/tab-ach","value":{"type":"TabItem","props":{"value":"ach","trigger":"Bank Transfer (ACH)","content":["ach-container"]},"children":[]}}
+{"op":"add","path":"/elements/ach-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["ach-info","pay-ach-btn"]}}
+{"op":"add","path":"/elements/ach-info","value":{"type":"TextContent","props":{"text":"**Direct ACH Bank Transfer**\nNo processing fees for US bank accounts.\n\n- **Routing Number:** 122000496\n- **Account Number:** 9876543210\n- **Bank Name:** Mercury Bank\n- **Account Name:** Alex Morgan Design LLC"},"children":[]}}
+{"op":"add","path":"/elements/pay-ach-btn","value":{"type":"Button","props":{"label":"I Have Sent $4,850.00 via Bank Transfer","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"pending_review"}}},"children":[]}}
+{"op":"add","path":"/elements/tab-crypto","value":{"type":"TabItem","props":{"value":"crypto","trigger":"Crypto (USDC / BTC)","content":["crypto-container"]},"children":[]}}
+{"op":"add","path":"/elements/crypto-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["crypto-info","pay-crypto-btn"]}}
+{"op":"add","path":"/elements/crypto-info","value":{"type":"TextContent","props":{"text":"**Pay with Stablecoin / Crypto**\nSend **4,850.00 USDC** (Ethereum or Solana network)\n\n**Wallet Address:**\n`0x71C7656EC7ab88b098defB751B7401B5f6d8976F`"},"children":[]}}
+{"op":"add","path":"/elements/pay-crypto-btn","value":{"type":"Button","props":{"label":"Confirm USDC Payment","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"success"}}},"children":[]}}
+{"op":"add","path":"/state/payment","value":{"cardNumber":"","expiry":"","cvv":"","cardName":"","status":"unpaid"}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["download-text","download-btn"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Need a copy for your accounting records?","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download PDF Invoice","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Payment Received!","description":"Thank you! Your payment of $4,850.00 USD has been processed successfully. A receipt has been sent to sarah.j@acmecorp.com."},"visible":{"$state":"/payment/status","eq":"success"},"children":[]}}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["success-callout","banner-status","header-card","details-grid","line-items-card","payment-section","download-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..51a6ae9dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,79 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["banner-alert","header-card","details-card","line-items-card","payment-methods-card","actions-card"]}}
+{"op":"add","path":"/elements/banner-alert","value":{"type":"Alert","props":{"title":"Invoice Unpaid","description":"This invoice is due in 5 days. Please review and process payment.","variant":"warning"}}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["header-top","separator-1","amount-due-box"]}}
+{"op":"add","path":"/elements/header-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["invoice-title-group","invoice-status-badge"]}}
+{"op":"add","path":"/elements/invoice-title-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["invoice-heading","invoice-subhead"]}}
+{"op":"add","path":"/elements/invoice-heading","value":{"type":"Heading","props":{"text":{"$template":"Invoice ${/invoice/number}"},"level":"h2"}}}
+{"op":"add","path":"/elements/invoice-subhead","value":{"type":"TextContent","props":{"text":{"$template":"Issued on ${/invoice/issueDate} by ${/invoice/freelancer/name}"},"size":"small"}}}
+{"op":"add","path":"/elements/invoice-status-badge","value":{"type":"Badge","props":{"text":"Pending Payment","variant":"destructive"}}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/amount-due-box","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["amount-group","due-date-group"]}}
+{"op":"add","path":"/elements/amount-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"}}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue} ${/invoice/currency}"},"level":"h1"}}}
+{"op":"add","path":"/elements/due-date-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"end"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small"}}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"Heading","props":{"text":{"$state":"/invoice/dueDate"},"level":"h3"}}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2023-042","issueDate":"Oct 24, 2023","dueDate":"Nov 15, 2023","amountDue":"3,450.00","currency":"USD","currencySymbol":"$"}}
+{"op":"add","path":"/state/invoice/freelancer","value":{"name":"Alex Morgan","title":"Senior UI/UX Designer & Frontend Developer","email":"alex.morgan@designstudio.io"}}
+{"op":"add","path":"/elements/details-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["details-title","details-grid"]}}
+{"op":"add","path":"/elements/details-title","value":{"type":"CardHeader","props":{"title":"Party Details","subtitle":"Billed from and billed to info"}}}
+{"op":"add","path":"/elements/details-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l"},"children":["freelancer-info","client-info"]}}
+{"op":"add","path":"/elements/freelancer-info","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["freelancer-heading","freelancer-name","freelancer-title","freelancer-email"]}}
+{"op":"add","path":"/elements/freelancer-heading","value":{"type":"Label","props":{"text":"FROM"}}}
+{"op":"add","path":"/elements/freelancer-name","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancer/name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/freelancer-title","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancer/title"},"size":"small"}}}
+{"op":"add","path":"/elements/freelancer-email","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancer/email"},"size":"small"}}}
+{"op":"add","path":"/elements/client-info","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["client-heading","client-name","client-company","client-email"]}}
+{"op":"add","path":"/elements/client-heading","value":{"type":"Label","props":{"text":"BILLED TO"}}}
+{"op":"add","path":"/elements/client-name","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/client/name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/client-company","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/client/company"},"size":"small"}}}
+{"op":"add","path":"/elements/client-email","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/client/email"},"size":"small"}}}
+{"op":"add","path":"/state/invoice/client","value":{"name":"Sarah Jenkins","company":"Acme Corp Technologies","email":"s.jenkins@acmecorp.com"}}
+{"op":"add","path":"/elements/line-items-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["line-items-title","line-items-list","separator-2","totals-summary"]}}
+{"op":"add","path":"/elements/line-items-title","value":{"type":"CardHeader","props":{"title":"Invoice Items","subtitle":"Breakdown of services provided"}}}
+{"op":"add","path":"/elements/line-items-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/invoice/items","key":"id"},"children":["line-item-row"]}}
+{"op":"add","path":"/elements/line-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["item-info","item-price-info"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["item-description","item-meta"]}}
+{"op":"add","path":"/elements/item-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"}}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${hours} hrs @ $${rate}/hr"},"size":"small"}}}
+{"op":"add","path":"/elements/item-price-info","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/invoice/items","value":[]}
+{"op":"add","path":"/state/invoice/items/0","value":{"id":"1","description":"Brand Identity & UI Kit Design","hours":"20","rate":"85.00","amount":"1,700.00"}}
+{"op":"add","path":"/state/invoice/items/1","value":{"id":"2","description":"Frontend Development (React/Tailwind)","hours":"15","rate":"90.00","amount":"1,350.00"}}
+{"op":"add","path":"/state/invoice/items/2","value":{"id":"3","description":"Design System Documentation","hours":"4","rate":"100.00","amount":"400.00"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/totals-summary","value":{"type":"Card","props":{"variant":"clear","align":"end","gap":"xs"},"children":["subtotal-row","total-row"]}}
+{"op":"add","path":"/elements/subtotal-row","value":{"type":"TextContent","props":{"text":"Subtotal: $3,450.00","size":"small"}}}
+{"op":"add","path":"/elements/total-row","value":{"type":"TextContent","props":{"text":"Total Due: $3,450.00 USD","size":"large-heavy"}}}
+{"op":"add","path":"/elements/payment-methods-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["payment-header","payment-tabs"]}}
+{"op":"add","path":"/elements/payment-header","value":{"type":"CardHeader","props":{"title":"Pay Now","subtitle":"Select your preferred payment method"}}}
+{"op":"add","path":"/elements/payment-tabs","value":{"type":"Tabs","props":{"items":["tab-card","tab-bank","tab-crypto"]}}}
+{"op":"add","path":"/elements/tab-card","value":{"type":"TabItem","props":{"value":"card","trigger":"Credit Card","content":["card-payment-form"]}}}
+{"op":"add","path":"/elements/card-payment-form","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["card-number-control","card-details-row","pay-card-button"]}}
+{"op":"add","path":"/elements/card-number-control","value":{"type":"FormControl","props":{"label":"Card Number","input":"card-number-input","hint":"Safe and encrypted 256-bit SSL transaction"}}}
+{"op":"add","path":"/elements/card-number-input","value":{"type":"Input","props":{"name":"cardNumber","placeholder":"4532 •••• •••• 8892","value":{"$bindState":"/payment/cardNumber"}}}}
+{"op":"add","path":"/elements/card-details-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["expiry-control","cvv-control"]}}
+{"op":"add","path":"/elements/expiry-control","value":{"type":"FormControl","props":{"label":"Expiration Date","input":"expiry-input"}}}
+{"op":"add","path":"/elements/expiry-input","value":{"type":"Input","props":{"name":"expiry","placeholder":"MM/YY","value":{"$bindState":"/payment/expiry"}}}}
+{"op":"add","path":"/elements/cvv-control","value":{"type":"FormControl","props":{"label":"CVV/CVC","input":"cvv-input"}}}
+{"op":"add","path":"/elements/cvv-input","value":{"type":"Input","props":{"name":"cvv","placeholder":"123","type":"password","value":{"$bindState":"/payment/cvv"}}}}
+{"op":"add","path":"/elements/pay-card-button","value":{"type":"Button","props":{"label":"Pay $3,450.00 USD Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"success"}}}}}
+{"op":"add","path":"/elements/tab-bank","value":{"type":"TabItem","props":{"value":"bank","trigger":"Bank Transfer (ACH)","content":["bank-payment-info"]}}}
+{"op":"add","path":"/elements/bank-payment-info","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["bank-instructions","bank-routing-text","bank-account-text","pay-bank-button"]}}
+{"op":"add","path":"/elements/bank-instructions","value":{"type":"TextContent","props":{"text":"Transfer funds directly to the following business bank account using your invoice number as reference:","size":"default"}}}
+{"op":"add","path":"/elements/bank-routing-text","value":{"type":"TextContent","props":{"text":"**Routing Number:** 122000496","size":"small"}}}
+{"op":"add","path":"/elements/bank-account-text","value":{"type":"TextContent","props":{"text":"**Account Number:** 987654321044","size":"small"}}}
+{"op":"add","path":"/elements/pay-bank-button","value":{"type":"Button","props":{"label":"Mark as Paid via Bank Transfer","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"pending_review"}}}}}
+{"op":"add","path":"/elements/tab-crypto","value":{"type":"TabItem","props":{"value":"crypto","trigger":"Crypto (USDC/BTC)","content":["crypto-info"]}}}
+{"op":"add","path":"/elements/crypto-info","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["crypto-text","pay-crypto-button"]}}
+{"op":"add","path":"/elements/crypto-text","value":{"type":"TextContent","props":{"text":"Pay instantly using USDC, USDT or Bitcoin via Solana or Ethereum networks.","size":"default"}}}
+{"op":"add","path":"/elements/pay-crypto-button","value":{"type":"Button","props":{"label":"Pay $3,450.00 with Crypto","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/status","value":"success"}}}}}
+{"op":"add","path":"/state/payment","value":{"cardNumber":"","expiry":"","cvv":"","status":"idle"}}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["download-pdf-button","contact-support-button"]}}
+{"op":"add","path":"/elements/download-pdf-button","value":{"type":"Button","props":{"label":"Download PDF Invoice","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/contact-support-button","value":{"type":"Button","props":{"label":"Questions? Contact Alex","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Payment Received!","description":"Thank you for your payment. A confirmation email and official receipt have been sent to your email address."},"visible":{"$state":"/payment/status","eq":"success"}}}
+{"op":"add","path":"/elements/pending-callout","value":{"type":"Callout","props":{"variant":"info","title":"Transfer Initiated","description":"Your payment notification has been sent to Alex. Status will update once funds clear."},"visible":{"$state":"/payment/status","eq":"pending_review"}}}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["success-callout","pending-callout","banner-alert","header-card","details-card","line-items-card","payment-methods-card","actions-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..ee4bafe4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,76 @@
+{"op":"add","path":"/root","value":"invoice-app"}
+{"op":"add","path":"/elements/invoice-app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["invoice-header","pay-now-alert","invoice-summary-card","invoice-details-tabs","invoice-actions"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-info","invoice-status-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["freelancer-title","invoice-number-text"]}}
+{"op":"add","path":"/elements/freelancer-title","value":{"type":"Heading","props":{"text":"Apex Design Studio","level":"h2"}}}
+{"op":"add","path":"/elements/invoice-number-text","value":{"type":"TextContent","props":{"text":"Invoice #INV-2023-089","size":"small"}}}
+{"op":"add","path":"/elements/invoice-status-badge","value":{"type":"Badge","props":{"text":"Payment Due","variant":"destructive"}}}
+{"op":"add","path":"/elements/pay-now-alert","value":{"type":"Alert","props":{"title":"Action Required: Payment Due","description":"Please review the details below and proceed with the payment before the due date to avoid service interruption.","variant":"warning"}}}
+{"op":"add","path":"/elements/invoice-summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-top-row","separator-1","summary-bottom-row","pay-now-button"]}}
+{"op":"add","path":"/elements/summary-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"baseline"},"children":["amount-due-group","due-date-group"]}}
+{"op":"add","path":"/elements/amount-due-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"}}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue} ${/invoice/currency}"},"level":"h1"}}}
+{"op":"add","path":"/elements/due-date-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small"}}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"Heading","props":{"text":{"$state":"/invoice/dueDate"},"level":"h3"}}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/summary-bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["billed-to-group","issue-date-group"]}}
+{"op":"add","path":"/elements/billed-to-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["billed-to-label","billed-to-value"]}}
+{"op":"add","path":"/elements/billed-to-label","value":{"type":"TextContent","props":{"text":"Billed To","size":"small"}}}
+{"op":"add","path":"/elements/billed-to-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientName"},"size":"default"}}}
+{"op":"add","path":"/elements/issue-date-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["issue-date-label","issue-date-value"]}}
+{"op":"add","path":"/elements/issue-date-label","value":{"type":"TextContent","props":{"text":"Issued Date","size":"small"}}}
+{"op":"add","path":"/elements/issue-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/issueDate"},"size":"default"}}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":"Pay Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/isPaymentModalOpen","value":true}}}}}
+{"op":"add","path":"/state/invoice","value":{"id":"INV-2023-089","amountDue":"3,450.00","currency":"USD","currencySymbol":"$","dueDate":"October 28, 2023","issueDate":"October 14, 2023","clientName":"Acme Corporation","freelancerName":"Apex Design Studio"}}
+{"op":"add","path":"/state/isPaymentModalOpen","value":false}
+{"op":"add","path":"/elements/invoice-details-tabs","value":{"type":"Tabs","props":{"items":["tab-line-items","tab-payment-methods","tab-notes"]}}}
+{"op":"add","path":"/elements/tab-line-items","value":{"type":"TabItem","props":{"value":"line-items","trigger":"Line Items","content":["line-items-card"]}}
+{"op":"add","path":"/elements/line-items-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["line-items-heading","line-items-list","separator-2","breakdown-summary"]}}
+{"op":"add","path":"/elements/line-items-heading","value":{"type":"Heading","props":{"text":"Services Rendered","level":"h4"}}}
+{"op":"add","path":"/elements/line-items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lineItems","key":"id"},"children":["line-item-row"]}}
+{"op":"add","path":"/elements/line-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["item-info","item-total"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-title","item-meta"]}}
+{"op":"add","path":"/elements/item-title","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"}}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${quantity} hrs @ $${rate}/hr"},"size":"small"}}}
+{"op":"add","path":"/elements/item-total","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"}}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/breakdown-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["subtotal-row","tax-row","total-row"]}}
+{"op":"add","path":"/elements/subtotal-row","value":{"type":"TextContent","props":{"text":{"$template":"Subtotal: $${/invoice/subtotal}"},"size":"small"}}}
+{"op":"add","path":"/elements/tax-row","value":{"type":"TextContent","props":{"text":{"$template":"Tax (0%): $0.00"},"size":"small"}}}
+{"op":"add","path":"/elements/total-row","value":{"type":"TextContent","props":{"text":{"$template":"Total Due: $${/invoice/amountDue}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/lineItems","value":[]}
+{"op":"add","path":"/state/lineItems/0","value":{"id":"1","description":"UI/UX Design - Brand Identity & Web App Wireframes","quantity":25,"rate":90,"amount":"2,250.00"}}
+{"op":"add","path":"/state/lineItems/1","value":{"id":"2","description":"Frontend Development - React Component Library","quantity":12,"rate":100,"amount":"1,200.00"}}
+{"op":"add","path":"/state/invoice/subtotal","value":"3,450.00"}
+{"op":"add","path":"/elements/tab-payment-methods","value":{"type":"TabItem","props":{"value":"payment-methods","trigger":"Payment Info","content":["payment-methods-card"]}}
+{"op":"add","path":"/elements/payment-methods-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payment-instructions-heading","wire-transfer-info","stripe-info"]}}
+{"op":"add","path":"/elements/payment-instructions-heading","value":{"type":"Heading","props":{"text":"Alternative Payment Methods","level":"h4"}}}
+{"op":"add","path":"/elements/wire-transfer-info","value":{"type":"TextCallout","props":{"variant":"info","title":"Bank Wire Transfer","description":"Bank: Chase Bank N.A.\nAccount: **** 4829\nRouting: **** 0210\nSWIFT: CHASUS33xxx"}}}
+{"op":"add","path":"/elements/stripe-info","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Instant Credit Card Payment","description":"Click the 'Pay Now' button above or below to complete secure payment via Credit Card, Apple Pay, or ACH Direct Debit."}}}
+{"op":"add","path":"/elements/tab-notes","value":{"type":"TabItem","props":{"value":"notes","trigger":"Notes & Terms","content":["notes-card"]}}
+{"op":"add","path":"/elements/notes-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["notes-heading","notes-text","terms-heading","terms-text"]}}
+{"op":"add","path":"/elements/notes-heading","value":{"type":"Heading","props":{"text":"Notes from Freelancer","level":"h4"}}}
+{"op":"add","path":"/elements/notes-text","value":{"type":"TextContent","props":{"text":"Thank you for your business! It was a pleasure working on the web app redesign project. Please reach out if you have any questions regarding this invoice."}}}
+{"op":"add","path":"/elements/terms-heading","value":{"type":"Heading","props":{"text":"Terms & Conditions","level":"h4"}}}
+{"op":"add","path":"/elements/terms-text","value":{"type":"TextContent","props":{"text":"Payment is due within 14 days of issue date. Late payments are subject to a 1.5% monthly fee."}}}
+{"op":"add","path":"/elements/invoice-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["download-button","pay-now-footer-button"]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"medium"}}}
+{"op":"add","path":"/elements/pay-now-footer-button","value":{"type":"Button","props":{"label":"Pay $3,450.00 Now","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/isPaymentModalOpen","value":true}}}}}
+{"op":"add","path":"/elements/payment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"","title":"Complete Payment","description":"Choose your preferred payment method to process $3,450.00 USD.","content":["payment-form-container"]},"visible":{"$state":"/isPaymentModalOpen"}}}
+{"op":"add","path":"/elements/payment-form-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["payment-method-selector","card-details-form","modal-action-buttons"]}}
+{"op":"add","path":"/elements/payment-method-selector","value":{"type":"RadioGroup","props":{"name":"paymentMethod","items":["pay-card","pay-ach"],"defaultValue":"pay-card"}}}
+{"op":"add","path":"/elements/pay-card","value":{"type":"RadioItem","props":{"label":"Credit / Debit Card","description":"Pay instantly with Visa, Mastercard, or Amex","value":"card"}}}
+{"op":"add","path":"/elements/pay-ach","value":{"type":"RadioItem","props":{"label":"ACH Bank Transfer","description":"Direct transfer from your US bank account","value":"ach"}}}
+{"op":"add","path":"/elements/card-details-form","value":{"type":"Form","props":{"name":"paymentDetails","buttons":"submit-buttons","fields":["card-number-control","card-exp-cvv-row"]}}}
+{"op":"add","path":"/elements/card-number-control","value":{"type":"FormControl","props":{"label":"Card Number","input":"card-number-input"}}}
+{"op":"add","path":"/elements/card-number-input","value":{"type":"Input","props":{"name":"cardNumber","placeholder":"4242 •••• •••• 4242","type":"text"}}}
+{"op":"add","path":"/elements/card-exp-cvv-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["exp-control","cvv-control"]}}
+{"op":"add","path":"/elements/exp-control","value":{"type":"FormControl","props":{"label":"Expiration","input":"exp-input"}}}
+{"op":"add","path":"/elements/exp-input","value":{"type":"Input","props":{"name":"cardExp","placeholder":"MM/YY","type":"text"}}}
+{"op":"add","path":"/elements/cvv-control","value":{"type":"FormControl","props":{"label":"CVC","input":"cvv-input"}}}
+{"op":"add","path":"/elements/cvv-input","value":{"type":"Input","props":{"name":"cardCvv","placeholder":"123","type":"text"}}}
+{"op":"add","path":"/elements/submit-buttons","value":{"type":"Buttons","props":{"buttons":["cancel-pay-button","confirm-pay-button"],"direction":"row"}}}
+{"op":"add","path":"/elements/cancel-pay-button","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/isPaymentModalOpen","value":false}}}}}
+{"op":"add","path":"/elements/confirm-pay-button","value":{"type":"Button","props":{"label":"Submit Payment ($3,450.00)","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/isPaymentModalOpen","value":false}}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..aa9c66152
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,28 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header","alert-banner","meeting-details-card","attendees-section","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Next Up on Your Calendar","subtitle":"Today's Schedule Overview"},"children":[]}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Starting in 15 minutes","description":"Q3 Product Roadmap Review is up next. Make sure your microphone and camera are ready.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/meeting-details-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["meeting-badge-row","meeting-title","meeting-time-card"]}}
+{"op":"add","path":"/elements/meeting-badge-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["badge-status","badge-category"]}}
+{"op":"add","path":"/elements/badge-status","value":{"type":"Badge","props":{"text":"Starts at 2:00 PM","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/badge-category","value":{"type":"Tag","props":{"text":"Product & Engineering","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Q3 Product Roadmap Review","startTime":"2:00 PM","endTime":"3:00 PM","duration":"60 min","location":"Google Meet","joinUrl":"https://meet.google.com/abc-defg-hij"}}
+{"op":"add","path":"/elements/meeting-time-card","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["time-text","duration-tag"]}}
+{"op":"add","path":"/elements/time-text","value":{"type":"TextContent","props":{"text":{"$template":"**Time:** ${/nextMeeting/startTime} - ${/nextMeeting/endTime}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/duration-tag","value":{"type":"Tag","props":{"text":{"$state":"/nextMeeting/duration"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"Heading","props":{"text":"Attendees (4)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-item"]}}
+{"op":"add","path":"/elements/attendee-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"},"actionLabel":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Alex Morgan","role":"Product Lead (Host)","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Devon Chen","role":"Senior Engineer","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Sarah Jenkins","role":"UX Designer","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Marcus Vance","role":"Engineering Manager","status":"Tentative"}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"variant":"clear","gap":"m","align":"stretch"},"children":["join-buttons","callout-tip"]}}
+{"op":"add","path":"/elements/join-buttons","value":{"type":"Buttons","props":{"buttons":["join-button","copy-link-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":"Join Video Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/userStatus/joined","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/copy-link-button","value":{"type":"Button","props":{"label":"Copy Call Link","variant":"secondary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/userStatus/copied","value":true}}},"children":[]}}
+{"op":"add","path":"/state/userStatus","value":{"joined":false,"copied":false}}
+{"op":"add","path":"/elements/callout-tip","value":{"type":"Callout","props":{"variant":"success","title":"You're set to join","description":"Clicking 'Join Video Call' will open Google Meet in a new tab."},"visible":{"$state":"/userStatus/joined","eq":true},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..c1f24354b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","gap":"l","direction":"column"},"children":["header-card","next-meeting-card","upcoming-list-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Calendar Overview","level":"h2"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Today","variant":"secondary"}}}
+{"op":"add","path":"/elements/next-meeting-card","value":{"type":"Card","props":{"variant":"card","gap":"m","direction":"column"},"children":["next-header","next-time-banner","meeting-details","attendees-section","join-actions"]}}
+{"op":"add","path":"/elements/next-header","value":{"type":"CardHeader","props":{"title":"UPCOMING NEXT","subtitle":"In 15 minutes"}}}
+{"op":"add","path":"/elements/next-time-banner","value":{"type":"Alert","props":{"title":{"$template":"${/nextMeeting/time} (${/nextMeeting/duration})"},"description":{"$state":"/nextMeeting/location"},"variant":"info"}}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Q3 Product Roadmap Review & Tech Sync","time":"10:30 AM - 11:30 AM","duration":"60 min","location":"Google Meet • Video Call","description":"Quarterly alignment on technical architecture, product milestones, and resource allocation."}}
+{"op":"add","path":"/elements/meeting-details","value":{"type":"TextContent","props":{"text":{"$state":"/nextMeeting/description"},"size":"default"}}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"variant":"sunk","gap":"s","direction":"column"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"TextContent","props":{"text":"**Attendees (4)**","size":"small"}}}
+{"op":"add biological elements","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","gap":"m","direction":"column"},"repeat":{"statePath":"/nextMeeting/attendees","key":"email"},"children":["attendee-item"]}}
+{"op":"add","path":"/elements/attendee-item","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between"},"children":["attendee-info","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["attendee-avatar","attendee-text"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/attendee-text","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${role}"},"size":"small"}}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"status","eq":"Accepted"},"$then":"success","$else":"warning"},"size":"sm"}}}
+{"op":"add","path":"/state/nextMeeting/attendees","value":[]}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"name":"Sarah Chen","role":"Product Lead","email":"sarah@company.com","initials":"SC","status":"Accepted","avatar":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"name":"Alex Rivera","role":"Tech Lead","email":"alex@company.com","initials":"AR","status":"Accepted","avatar":"https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=150"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"name":"Elena Rostova","role":"Engineering Director","email":"elena@company.com","initials":"ER","status":"Accepted","avatar":"https://images.unsplash.com/photo-1534528741775-53994a69daeb?w=150"}}
+{"op":"add","path":"/state/nextMeeting/attendees/3","value":{"name":"Marcus Johnson","role":"UX Designer","email":"marcus@company.com","initials":"MJ","status":"Tentative","avatar":"https://images.unsplash.com/photo-1500648767791-00dcc994a43e?w=150"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..84e5e8de4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,25 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..fea4acbdd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-meeting__r4.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..16183e0e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r1.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..c5c9bbd88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r2.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..04b3a6d7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r3.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..25cf75c04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-newsletter__r4.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..85cf04d73
--- /dev/null
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+{"op":"add","path":"/elements/est-delivery-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["est-label","est-date","current-location-text"]}}
+{"op":"add","path":"/elements/est-label","value":{"type":"Label","props":{"text":"ESTIMATED DELIVERY DATE"}}}
+{"op":"add","path":"/elements/est-date","value":{"type":"Heading","props":{"text":"Today, Oct 24 by 4:30 PM","level":"h2"}}}
+{"op":"add","path":"/elements/current-location-text","value":{"type":"TextContent","props":{"text":"📍 Current Location: **Local Distribution Hub, Downtown Metro (2.4 miles away)**","size":"default"}}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":80,"label":"Delivery progress: Step 3 of 4"}}}
+{"op":"add","path":"/elements/tracking-timeline-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["timeline-title","timeline-steps"]}}
+{"op":"add","path":"/elements/timeline-title","value":{"type":"Heading","props":{"text":"Shipment Progress","level":"h3"}}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"Oct 22, 9:15 AM • Warehouse Hub, Seattle WA"}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Oct 23, 2:40 PM • Sorting Facility, Oakland CA"}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Oct 24, 7:10 AM • Courier Vehicle #402"}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Pending final drop-off at Front Door"}}}
+{"op":"add","path":"/elements/support-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["report-header","report-dialog","report-success-alert"]}}
+{"op":"add","path":"/elements/report-header","value":{"type":"CardHeader","props":{"title":"Need assistance with this shipment?","subtitle":"If your package is delayed, missing, or damaged, submit a report below."}}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Delivery Problem","triggerVariant":"outline","title":"Report a Delivery Problem","description":"Select the issue you're experiencing and provide details so our support team can assist you immediately.","content":["problem-form"]},"visible":{"$state":"/reportSubmitted","not":true}}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-issue-form","buttons":"form-buttons","fields":["issue-type-control","issue-details-control","issue-contact-control"]}}}
+{"op":"add","path":"/elements/issue-type-control","value":{"type":"FormControl","props":{"label":"What is the issue?","input":"issue-type-select"}}}
+{"op":"add","path":"/elements/issue-type-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select a problem category","items":["opt-1","opt-2","opt-3","opt-4"],"value":{"$bindState":"/issueType"}}}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"delayed","label":"Package is running late"}}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Incorrect delivery address"}}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"damaged","label":"Item damaged or missing"}}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"}}}
+{"op":"add","path":"/elements/issue-details-control","value":{"type":"FormControl","props":{"label":"Additional Details","input":"issue-details-input","hint":"Include any helpful details like gate codes or specific instructions."}}}
+{"op":"add","path":"/elements/issue-details-input","value":{"type":"TextArea","props":{"name":"issueDetails","placeholder":"Describe what happened...","rows":3,"value":{"$bindState":"/issueDetails"}}}}
+{"op":"add","path":"/elements/issue-contact-control","value":{"type":"FormControl","props":{"label":"Contact Email","input":"issue-email-input"}}}
+{"op":"add","path":"/elements/issue-email-input","value":{"type":"Input","props":{"name":"issueEmail","type":"email","placeholder":"your@email.com","value":{"$bindState":"/issueEmail"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report-btn"]}}}
+{"op":"add","path":"/elements/submit-report-btn","value":{"type":"Button","props":{"label":"Submit Problem Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}}}}
+{"op":"add","path":"/elements/report-success-alert","value":{"type":"Alert","props":{"title":"Report Submitted Successfully","description":"Thank you. Ticket #DL-94021 has been created. Our support team will update you via email shortly.","variant":"success"},"visible":{"$state":"/reportSubmitted"}}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
+{"op":"add","path":"/state/issueType","value":""}
+{"op":"add","path":"/state/issueDetails","value":""}
+{"op":"add","path":"/state/issueEmail","value":"customer@example.com"}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..016599a29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","status-card","tracking-steps-card","actions-card","support-drawer"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-info","package-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["heading-title","tracking-number"]}}
+{"op":"add","path":"/elements/heading-title","value":{"type":"Heading","props":{"level":"h2","text":"Delivery Status"}}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"size":"small","text":"Tracking ID: **TRK-98240112-US**"}}}
+{"op":"add","path":"/elements/package-badge","value":{"type":"Badge","props":{"text":"In Transit","variant":"default"}}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["eta-banner","current-location-callout"]}}
+{"op":"add","path":"/elements/eta-banner","value":{"type":"Alert","props":{"title":"Estimated Delivery","description":"Tomorrow, Oct 24 by 7:00 PM","variant":"info"}}}
+{"op":"add","path":"/elements/current-location-callout","value":{"type":"Callout","props":{"title":"Current Location","description":"Out for local delivery — Regional Distribution Hub, Sector 4, Chicago, IL","variant":"info"}}}
+{"op":"add","path":"/elements/tracking-steps-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["steps-title","steps-list"]}}
+{"op":"add","path":"/elements/steps-title","value":{"type":"Heading","props":{"level":"h4","text":"Shipment Progress"}}}
+{"op":"add","path":"/elements/steps-list","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Processed","details":"Oct 22, 08:30 AM — Fulfillment Center"}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Oct 23, 02:15 PM — Regional Sort Facility"}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Oct 24, 06:00 AM — Local Carrier Van"}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Expected Oct 24, by 7:00 PM"}}}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["driver-info","problem-button"]}}
+{"op":"add","path":"/elements/driver-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["driver-avatar","driver-details"]}}
+{"op":"add","path":"/elements/driver-avatar","value":{"type":"Avatar","props":{"fallback":"JD","src":""}}}
+{"op":"add","path":"/elements/driver-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["driver-name","driver-status"]}}
+{"op":"add","path":"/elements/driver-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Courier: John D."}}}
+{"op":"add","path":"/elements/driver-status","value":{"type":"TextContent","props":{"size":"small","text":"On route (8 stops away)"}}}
+{"op":"add","path":"/elements/problem-button","value":{"type":"DrawerBlock","props":{"triggerLabel":"Report a Problem","title":"Report Delivery Issue","description":"Let us know what went wrong and we'll resolve it immediately.","content":["problem-form","form-success-alert"]}}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"buttons":"form-buttons","fields":["issue-type-control","issue-desc-control"]},"visible":{"$state":"/issueSubmitted","not":true}}}
+{"op":"add","path":"/elements/issue-type-control","value":{"type":"FormControl","props":{"hint":"Select the category that best describes your issue","input":"issue-type-select","label":"Issue Category"}}}
+{"op":"add","path":"/elements/issue-type-select","value":{"type":"Select","props":{"items":["opt-1","opt-2","opt-3","opt-4"],"name":"issueType","placeholder":"Select problem type","value":{"$bindState":"/form/issueType"}}}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"label":"Package delayed","value":"delayed"}}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"label":"Incorrect address / redirected","value":"address"}}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"label":"Marked delivered but not received","value":"missing"}}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"label":"Damaged package","value":"damaged"}}}
+{"op":"add","path":"/elements/issue-desc-control","value":{"type":"FormControl","props":{"hint":"Provide any additional details for the support team","input":"issue-desc-area","label":"Description"}}}
+{"op":"add","path":"/elements/issue-desc-area","value":{"type":"TextArea","props":{"name":"issueDetails","placeholder":"Describe what happened...","rows":4,"value":{"$bindState":"/form/issueDetails"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/issueSubmitted","value":true}}}}}
+{"op":"add","path":"/elements/form-success-alert","value":{"type":"Alert","props":{"description":"Your support ticket #TK-88392 has been created. A customer agent will contact you shortly.","title":"Report Submitted","variant":"success"},"visible":{"$state":"/issueSubmitted"}}}
+{"op":"add","path":"/elements/support-drawer","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["followup-title","followup-items"]}}
+{"op":"add","path":"/elements/followup-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Quick Actions"}}}
+{"op":"add","path":"/elements/followup-items","value":{"type":"FollowUpBlock","props":{"items":["fu-1","fu-2","fu-3"]}}}
+{"op":"add","path":"/elements/fu-1","value":{"type":"FollowUpItem","props":{"text":"Change delivery instructions"}}}
+{"op":"add","path":"/elements/fu-2","value":{"type":"FollowUpItem","props":{"text":"Hold package at local facility"}}}
+{"op":"add","path":"/elements/fu-3","value":{"type":"FollowUpItem","props":{"text":"Request proof of delivery"}}}
+{"op":"add","path":"/state/issueSubmitted","value":false}
+{"op":"add","path":"/state/form","value":{"issueDetails":"","issueType":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..37af72c80
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r3.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","alert-banner","status-card","eta-card","timeline-card","support-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Package Tracking","subtitle":"Tracking Number: #TRK-984205118"},"children":[]}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Out for Delivery Today","description":"Your package is on the local courier truck and will arrive shortly.","variant":"info"},"visible":{"$state":"/delivery/isOutForDelivery"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"trackingNumber":"TRK-984205118","status":"Out for Delivery","carrier":"Express Parcel Co.","isOutForDelivery":true,"etaDate":"Today, Oct 24","etaTime":"2:00 PM - 4:30 PM","currentLocation":"San Francisco, CA (Local Distribution Center)","destination":"123 Market St, San Francisco, CA 94105"}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-title","status-location-group","progress-bar"]}}
+{"op":"add","path":"/elements/status-title","value":{"type":"Heading","props":{"text":"Current Location","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/status-location-group","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["current-loc-label","current-loc-value","destination-value"]},"children":[]}
+{"op":"add","path":"/elements/current-loc-label","value":{"type":"Badge","props":{"text":"Current Stop","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/current-loc-value","value":{"type":"TextContent","props":{"text":{"$template":"**📍 Location:** ${/delivery/currentLocation}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/destination-value","value":{"type":"TextContent","props":{"text":{"$template":"**🏠 Destination:** ${/delivery/destination}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":75,"label":"75% of journey completed"},"children":[]}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["eta-title","eta-details-row"]}}
+{"op":"add","path":"/elements/eta-title","value":{"type":"Heading","props":{"text":"Estimated Delivery Date","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/eta-details-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["eta-date-badge","eta-time-text"]}}
+{"op":"add","path":"/elements/eta-date-badge","value":{"type":"Tag","props":{"text":{"$template":"📅 ${/delivery/etaDate}"},"variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/eta-time-text","value":{"type":"TextContent","props":{"text":{"$template":"Expected Window: **${/delivery/etaTime}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["timeline-title","timeline-steps"]}}
+{"op":"add","path":"/elements/timeline-title","value":{"type":"Heading","props":{"text":"Tracking History","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"Oct 22, 9:30 AM - Seller prepared package"},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Oct 23, 4:15 PM - Arrived at Regional Hub"},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Oct 24, 7:45 AM - Loaded on delivery vehicle"},"children":[]}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Pending final drop-off"},"children":[]}}
+{"op":"add","path":"/elements/support-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["support-header","problem-dialog","report-success-alert"]}}
+{"op":"add","path":"/elements/support-header","value":{"type":"Heading","props":{"text":"Need Help?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/report-success-alert","value":{"type":"Alert","props":{"title":"Problem Reported","description":"Our support team has received your request and will contact you shortly.","variant":"success"},"visible":{"$state":"/reportSubmitted"},"children":[]}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem with Delivery","triggerVariant":"destructive","title":"Report Delivery Issue","description":"Select the issue you are experiencing and provide details so our support team can assist you.","content":["problem-form"]},"children":[]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"problem-report-form","buttons":"form-buttons","fields":["issue-type-control","issue-desc-control"]},"children":[]}}
+{"op":"add","path":"/elements/issue-type-control","value":{"type":"FormControl","props":{"label":"Issue Type","input":"issue-type-select","hint":"Select the category that best describes your problem"},"children":[]}}
+{"op":"add","path":"/elements/issue-type-select","value":{"type":"Select","props":{"name":"issueType","value":{"$bindState":"/report/issueType"},"items":["opt-1","opt-2","opt-3","opt-4"],"placeholder":"Choose issue type..."},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"delayed","label":"Package Delayed / No Status Update"},"children":[]}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Incorrect Delivery Address"},"children":[]}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"missing_item","label":"Marked Delivered but Not Received"},"children":[]}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"damaged","label":"Damaged or Broken Item"},"children":[]}}
+{"op":"add","path":"/elements/issue-desc-control","value":{"type":"FormControl","props":{"label":"Details","input":"issue-desc-text","hint":"Provide additional details to help us resolve this quickly"},"children":[]}}
+{"op":"add","path":"/elements/issue-desc-text","value":{"type":"TextArea","props":{"name":"issueDetails","value":{"$bindState":"/report/issueDetails"},"placeholder":"Describe what went wrong...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Support Request","variant":"primary","type":"normal"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/report","value":{"issueType":"","issueDetails":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..2d81a8a05
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-order__r4.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header","eta-card","tracking-map","problem-report-drawer"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Package Tracker","subtitle":"Tracking ID: #TRK-98240112-US"}}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["eta-title","eta-date","status-badge","progress-bar"]}}
+{"op":"add","path":"/elements/eta-title","value":{"type":"TextContent","props":{"text":"Estimated Delivery Date","size":"small"}}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/delivery/estimatedDate"}}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/statusText"},"variant":"default"}}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$state":"/delivery/progress"},"label":"In Transit (On Schedule)"}}}
+{"op":"add","path":"/state/delivery","value":{"estimatedDate":"Today, Oct 24 by 4:30 PM","statusText":"Out for Delivery","progress":75,"currentLocation":"123 Market St, San Francisco, CA"}}
+{"op":"add","path":"/elements/tracking-map","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["location-heading","current-loc-callout","timeline-steps"]}}
+{"op":"add","path":"/elements/location-heading","value":{"type":"Heading","props":{"level":"h3","text":"Where is your package right now?"}}}
+{"op":"add","path":"/elements/current-loc-callout","value":{"type":"Callout","props":{"variant":"info","title":"Current Location","description":{"$template":"Driver is nearby at ${/delivery/currentLocation}"}}}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"Oct 22, 9:15 AM - Warehouse Oakland, CA"}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Oct 23, 2:40 PM - Regional Hub San Jose, CA"}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Oct 24, 8:00 AM - Loaded on courier vehicle"}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Pending final drop-off"}}}
+{"op":"add","path":"/elements/problem-report-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Report a Problem with Delivery","title":"Report a Problem","description":"Let us know what went wrong and our support team will assist you immediately.","content":["problem-form"]}}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"problemReportForm","buttons":"form-buttons","fields":["issue-type-control","details-control"]}}}
+{"op":"add","path":"/elements/issue-type-control","value":{"type":"FormControl","props":{"label":"What is the issue?","input":"issue-type-select"}}}
+{"op":"add","path":"/elements/issue-type-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select issue type","items":["opt-1","opt-2","opt-3","opt-4"],"value":{"$bindState":"/problemReport/issueType"}}}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"late","label":"Package is delayed / late"}}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Wrong delivery address"}}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"}}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Additional Details","hint":"Provide any helpful context like driver notes or special instructions.","input":"details-textarea"}}}
+{"op":"add","path":"/elements/details-textarea","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe the issue in detail...","rows":4,"value":{"$bindState":"/problemReport/details"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["submit-problem-btn"]}}}
+{"op":"add","path":"/elements/submit-problem-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/problemReport/submitted","value":true}}}}}
+{"op":"add","path":"/state/problemReport","value":{"issueType":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/submission-alert","value":{"type":"Alert","props":{"title":"Report Submitted","description":"Thank you. We have received your ticket (#TK-4091) and assigned an agent to investigate.","variant":"success"},"visible":{"$state":"/problemReport/submitted"}}}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header","eta-card","tracking-map","submission-alert","problem-report-drawer"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..2c993ac9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["poll-header","poll-options","vote-summary-card"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Cast your vote for this week's team lunch! Voting closes Thursday at 5 PM."},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["option-top-row","option-details","vote-progress"]}}
+{"op":"add","path":"/elements/option-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["option-title-tag","vote-button"]}}
+{"op":"add","path":"/elements/option-title-tag","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["option-title","option-cuisine"]}}
+{"op":"add","path":"/elements/option-title","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/option-cuisine","value":{"type":"Badge","props":{"text":{"$item":"cuisine"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/selectedId","eq":{"$item":"id"}},"$then":"Voted","$else":"Vote"},"variant":{"$cond":{"$state":"/selectedId","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/option-details","value":{"type":"TextContent","props":{"text":{"$template":"**Description:** ${description}\n**Price Range:** ${price}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-progress","value":{"type":"Progress","props":{"value":{"$item":"votes"},"label":{"$template":"${votes} votes"}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"rest-1","name":"Taco Del Mar","cuisine":"Mexican","description":"Fresh fish tacos, burritos, and handcrafted guacamole.","price":"$$","votes":45}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"rest-2","name":"Luigi's Trattoria","cuisine":"Italian","description":"Wood-fired pizzas, homemade pasta, and authentic espresso.","price":"$$$","votes":30}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"rest-3","name":"Green Bowl Co.","cuisine":"Healthy / Salads","description":"Custom grain bowls, organic salads, and fresh pressed juices.","price":"$$","votes":25}}
+{"op":"add","path":"/state/selectedId","value":"rest-1"}
+{"op":"add","path":"/elements/vote-summary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["summary-title","summary-callout"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Poll Status","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/summary-callout","value":{"type":"Callout","props":{"variant":"info","title":"Vote Registered","description":"You can change your selection anytime before voting closes."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..9fe82b2c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header","callout","poll-options","vote-summary"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Team Lunch Poll","subtitle":"Cast your vote for Friday's team outing!"},"children":[]}}
+{"op":"add","path":"/elements/callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Question","description":"Where should we go for lunch on Friday?"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["option-header","option-body"]}}
+{"op":"add","path":"/elements/option-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["restaurant-name","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/selectedId","eq":{"$item":"id"}},"$then":"Voted","$else":"Vote"},"variant":{"$cond":{"$state":"/selectedId","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/selectedId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/option-body","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["restaurant-desc","progress-bar"]}}
+{"op":"add","path":"/elements/restaurant-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$item":"votes"},"label":{"$template":"${votes} votes"}},"children":[]}}
+{"op":"add","path":"/state/selectedId","value":"1"}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Taco Del Mar","description":"Mexican Street Tacos & Fresh Salsa Bar","votes":45}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Luigi's Trattoria","description":"Handmade Pasta & Wood-fired Artisan Pizza","votes":30}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Bento & Bowl","description":"Fresh Sushi Rolls & Japanese Teriyaki Bowls","votes":25}}
+{"op":"add","path":"/elements/vote-summary","value":{"type":"Alert","props":{"title":"Voting Status","description":"Poll closes on Thursday at 5:00 PM. Majority vote wins!","variant":"info"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..e4864b78d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"poll-card"}
+{"op":"add","path":"/elements/poll-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["poll-header","options-list","vote-alert"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"CardHeader","props":{"title":"Friday Team Lunch Poll","subtitle":"Where should we go for lunch on Friday?"},"children":[]}}
+{"op":"add","path":"/elements/options-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-item"]}}
+{"op":"add","path":"/elements/option-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["option-top","vote-btn","progress-bar"]}}
+{"op":"add","path":"/elements/option-top","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["option-info","vote-count"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["option-name","option-desc"]}}
+{"op":"add","path":"/elements/option-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/option-desc","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-count","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/vote-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/votedId","eq":{"$item":"id"}},"$then":"Voted ✓","$else":"Vote"},"variant":{"$cond":{"$state":"/votedId","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/votedId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$item":"percentage"}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"r1","name":"Taco Del Mar","cuisine":"Mexican • $","votes":8,"percentage":44}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"r2","name":"Luigi's Trattoria","cuisine":"Italian • $$","votes":6,"percentage":33}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"r3","name":"Sakura Ramen Bar","cuisine":"Japanese • $$","votes":4,"percentage":23}}
+{"op":"add","path":"/state/votedId","value":"r1"}
+{"op":"add","path":"/elements/vote-alert","value":{"type":"Alert","props":{"title":"Vote Recorded","description":"You can change your vote anytime before Friday 10:00 AM.","variant":"info"},"visible":{"$state":"/votedId"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..0113b73ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"poll-card"}
+{"op":"add","path":"/elements/poll-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["poll-header","options-list","vote-alert","results-heading","results-chart"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Cast your vote for this week's team lunch!"},"children":[]}}
+{"op":"add","path":"/elements/options-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-item"]}}
+{"op":"add","path":"/elements/option-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["option-info","vote-button"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["option-title","option-desc"]}}
+{"op":"add","path":"/elements/option-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/option-desc","value":{"type":"TextContent","props":{"text":{"$template":"${cuisine} • ${votes} votes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/userVote","eq":{"$item":"id"}},"$then":"Voted","$else":"Vote"},"variant":{"$cond":{"$state":"/userVote","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/userVote","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Taco Del Mar","cuisine":"Mexican Grill","votes":8}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Luigi's Trattoria","cuisine":"Italian & Pasta","votes":12}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Sakura Ramen","cuisine":"Japanese Noodles","votes":6}}
+{"op":"add","path":"/state/userVote","value":""}
+{"op":"add","path":"/elements/vote-alert","value":{"type":"Alert","props":{"title":"Vote Recorded","description":"Thank you for voting! You can change your selection anytime before Friday 10 AM.","variant":"success"},"visible":{"$state":"/userVote"},"children":[]}}
+{"op":"add","path":"/elements/results-heading","value":{"type":"Heading","props":{"text":"Current Standings","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/results-chart","value":{"type":"BarChart","props":{"labels":["Taco Del Mar","Luigi's Trattoria","Sakura Ramen"],"series":["votes-series"]},"children":[]}}
+{"op":"add","path":"/elements/votes-series","value":{"type":"Series","props":{"category":"Votes","values":[8,12,6]},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..577d122c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-section","bio-section","message-section","activity-section","skills-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","header-info"]}}
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+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["person-name","person-role","status-badge"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/profile/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$template":"${/profile/role} • ${/profile/department}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/profile/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/profile","value":{"name":"Sarah Lin","role":"Principal Product Designer","department":"Design Systems","status":"Active • San Francisco, CA"}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["bio-title","bio-text"]}}
+{"op":"add","path":"/elements/bio-title","value":{"type":"Heading","props":{"text":"About","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/profile/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/profile/bio","value":"Leading user experience for enterprise web apps with 8+ years of experience in design systems, accessibility, and interaction design. Passionate about bridging the gap between design and engineering."}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["message-title","message-form","message-alert"]}}
+{"op":"add","path":"/elements/message-title","value":{"type":"Heading","props":{"text":"Send a Message","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"sendMessageForm","fields":["msg-subject-control","msg-body-control"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g., Quick question about design specs","value":{"$bindState":"/form/subject"}},"children":[]}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message here...","rows":3,"value":{"$bindState":"/form/body"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["send-btn"]}}
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+{"op":"add","path":"/elements/message-alert","value":{"type":"Alert","props":{"title":"Message Sent!","description":"Sarah has been notified via Slack and email.","variant":"success"},"visible":{"$state":"/form/sent"},"children":[]}}
+{"op":"add","path":"/state/form","value":{"subject":"","body":"","sent":false}}
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+{"op":"add","path":"/elements/activity-title","value":{"type":"Heading","props":{"text":"Recent Work & Contact Info","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/activity-accordion","value":{"type":"Accordion","props":{"items":["acc-contact","acc-projects"]},"children":[]}}
+{"op":"add","path":"/elements/acc-contact","value":{"type":"AccordionItem","props":{"value":"contact","trigger":"Contact Details","content":["contact-info-text"]},"children":[]}}
+{"op":"add","path":"/elements/contact-info-text","value":{"type":"TextContent","props":{"text":"**Email:** sarah.lin@company.com  \n**Slack:** @sarahlin  \n**Timezone:** PST (UTC-8)"},"children":[]}}
+{"op":"add","path":"/elements/acc-projects","value":{"type":"AccordionItem","props":{"value":"projects","trigger":"Current Projects","content":["project-tags"]},"children":[]}}
+{"op":"add","path":"/elements/project-tags","value":{"type":"TagBlock","props":{"tags":["DS Tokens 2.0","Component Library v3","Accessibility Audit 2025"]},"children":[]}}
+{"op":"add","path":"/elements/skills-section","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["skills-title","skills-tags"]}}
+{"op":"add","path":"/elements/skills-title","value":{"type":"Heading","props":{"text":"Skills & Expertise","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/skills-tags","value":{"type":"TagBlock","props":{"tags":["Figma","React","Design Tokens","Design Systems","UI/UX","Accessibility (WCAG)","User Research"]},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..c953b8444
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"page-container"}
+{"op":"add","path":"/elements/page-container","value":{"type":"Card","props":{"variant":"clear","gap":"l","direction":"column"},"children":["header-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["profile-top","badges-row"]}}
+{"op":"add","path":"/elements/profile-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/profile/avatarUrl"},"fallback":"SL"}}}
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+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/profile/name"},"level":"h2"}}}
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+{"op":"add","path":"/elements/badges-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["badge-status","badge-location"]}}
+{"op":"add","path":"/elements/badge-status","value":{"type":"Badge","props":{"text":{"$state":"/profile/status"},"variant":"default"}}}
+{"op":"add","path":"/elements/badge-location","value":{"type":"Badge","props":{"text":{"$state":"/profile/location"},"variant":"outline"}}}
+{"op":"add","path":"/state/profile","value":{"name":"Sarah Lin","role":"Principal Product Designer","department":"Design System & Mobile UX","avatarUrl":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150","status":"Active • Remote","location":"San Francisco, CA"}}
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+{"op":"add","path":"/elements/bio-header","value":{"type":"CardHeader","props":{"title":"About Sarah","subtitle":"Background & Expertise"}}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/profile/bio"},"size":"default"}}}
+{"op":"add","path":"/elements/tag-list","value":{"type":"TagBlock","props":{"tags":{"$state":"/profile/skills"}}}}
+{"op":"add","path":"/state/profile/bio","value":"Lead designer with 8+ years of experience crafting accessible, scalable component libraries and intuitive web apps. Previously at DesignCo and Stripe. Passionate about design ops, typography, and mentoring junior UI engineers."}
+{"op":"add","path":"/state/profile/skills","value":["Design Systems","UI/UX","Accessibility","Figma","React Components"]}
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+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Send a Message","subtitle":"Direct inquiry or internal note"}}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Message Sent","description":"Your message has been delivered to Sarah. She will reply via email or Slack.","variant":"success"},"visible":{"$state":"/messageSent","eq":true}}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-subject-input"}}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Design review inquiry","value":{"$bindState":"/message/subject"}}}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-textarea"}}}
+{"op":"add","path":"/elements/msg-body-textarea","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message here...","rows":4,"value":{"$bindState":"/message/body"}}}}
+{"op":"add","path":"/elements/send-button","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..e3cb8f8a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"clear","gap":"l","align":"stretch"},"children":["header-card","content-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["profile-top","profile-tags"]}}
+{"op":"add","path":"/elements/profile-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/profile/avatarUrl"},"fallback":{"$state":"/profile/initials"}},"children":[]}}
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+{"op":"add","path":"/elements/person-heading","value":{"type":"Heading","props":{"text":{"$state":"/profile/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/profile/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/profile-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/profile/tags"}},"children":[]}}
+{"op":"add","path":"/state/profile","value":{"name":"Elena Rostova","role":"Principal Product Designer","initials":"ER","avatarUrl":"https://images.unsplash.com/photo-1534528741775-53994a69daeb?w=150&auto=format&fit=crop&q=80","tags":["Design Systems","UX Architecture","User Research","San Francisco, CA"]}}
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+{"op":"add","path":"/elements/tab-bio","value":{"type":"TabItem","props":{"value":"bio","trigger":"About & Bio","content":["bio-card"]},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","gap":"m","direction":"column"},"children":["bio-heading","bio-markdown","bio-stats"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"Biography","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bio-markdown","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/profile/bioMarkdown"},"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/bio-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","gap":"m"},"children":["stat-tenure","stat-team","stat-location"]}}
+{"op":"add","path":"/elements/stat-tenure","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["tenure-val","tenure-lbl"]}}
+{"op":"add","path":"/elements/tenure-val","value":{"type":"TextContent","props":{"text":"4.5 Yrs","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tenure-lbl","value":{"type":"TextContent","props":{"text":"Tenure","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-team","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["team-val","team-lbl"]}}
+{"op":"add","path":"/elements/team-val","value":{"type":"TextContent","props":{"text":"Core Platform","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/team-lbl","value":{"type":"TextContent","props":{"text":"Department","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-location","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["loc-val","loc-lbl"]}}
+{"op":"add","path":"/elements/loc-val","value":{"type":"TextContent","props":{"text":"PST (UTC-7)","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/loc-lbl","value":{"type":"TextContent","props":{"text":"Timezone","size":"small"},"children":[]}}
+{"op":"add","path":"/state/profile/bioMarkdown","value":"Elena leads design systems and digital product architecture for the Core Platform team. With over 8 years of experience in human-computer interaction, she specializes in creating scalable design tokens, accessible UI patterns, and cross-functional team workflows.\n\nPrior to joining the company, Elena led design initiatives at Stripe and Figma design partners. Outside of work, she mentors aspiring designers through ADPList and writes an monthly newsletter on spatial UI trends."}
+{"op":"add","path":"/elements/tab-message","value":{"type":"TabItem","props":{"value":"message","trigger":"Send Message","content":["message-card"]},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","gap":"m","direction":"column"},"children":["msg-heading","msg-callout","msg-form"]}}
+{"op":"add","path":"/elements/msg-heading","value":{"type":"Heading","props":{"text":"Direct Message","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/msg-callout","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent","description":"Your message has been delivered to Elena's Slack & Email inbox."},"visible":{"$state":"/messageSent","eq":true},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"sendMessageForm","fields":["subject-control","urgency-control","body-control"],"buttons":"msg-buttons"},"visible":{"$state":"/messageSent","not":true},"children":[]}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input","hint":"Provide a quick summary of your inquiry"},"children":[]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g., Question about Design Tokens update","value":{"$bindState":"/messageForm/subject"}},"children":[]}}
+{"op":"add","path":"/elements/urgency-control","value":{"type":"FormControl","props":{"label":"Priority Level","input":"urgency-select"},"children":[]}}
+{"op":"add","path":"/elements/urgency-select","value":{"type":"Select","props":{"name":"urgency","placeholder":"Select priority","items":["opt-low","opt-normal","opt-high"],"value":{"$bindState":"/messageForm/urgency"}},"children":[]}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"low","label":"Low - When time permits"},"children":[]}}
+{"op":"add","path":"/elements/opt-normal","value":{"type":"SelectItem","props":{"value":"normal","label":"Normal - Reply within 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"high","label":"High - Urgent project dependency"},"children":[]}}
+{"op":"add","path":"/elements/body-control","value":{"type":"FormControl","props":{"label":"Message","input":"body-textarea","hint":"Write your detailed note here"},"children":[]}}
+{"op":"add","path":"/elements/body-textarea","value":{"type":"TextArea","props":{"name":"body","placeholder":"Hi Elena, I wanted to reach out regarding...","rows":4,"value":{"$bindState":"/messageForm/body"}},"children":[]}}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn","reset-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reset-btn","value":{"type":"Button","props":{"label":"Clear Form","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageForm/body","value":""}}},"children":[]}}
+{"op":"add","path":"/state/messageForm","value":{"subject":"","urgency":"normal","body":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..47cd6b0d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,35 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","content-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["profile-header","tags-row"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/profile/avatarUrl"},"fallback":{"$state":"/profile/initials"}}}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["profile-name","profile-role"]}}
+{"op":"add","path":"/elements/profile-name","value":{"type":"Heading","props":{"text":{"$state":"/profile/name"},"level":"h2"}}}
+{"op":"add","path":"/elements/profile-role","value":{"type":"TextContent","props":{"text":{"$template":"${/profile/title} • ${/profile/department}"},"size":"default"}}}
+{"op":"add","path":"/elements/tags-row","value":{"type":"TagBlock","props":{"tags":{"$state":"/profile/skills"}}}}
+{"op":"add","path":"/state/profile","value":{"name":"Elena Rostova","initials":"ER","title":"Principal Product Designer","department":"Design System & UX","avatarUrl":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150","skills":["Design Systems","User Research","Interaction Design","Accessibility"]}}
+{"op":"add","path":"/elements/content-tabs","value":{"type":"Tabs","props":{"items":["tab-about","tab-message"]}}}
+{"op":"add","path":"/elements/tab-about","value":{"type":"TabItem","props":{"value":"about","trigger":"About & Bio","content":["bio-card","details-card"]}}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bio-title","bio-text"]}}
+{"op":"add","path":"/elements/bio-title","value":{"type":"Heading","props":{"text":"Biography","level":"h3"}}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/profile/bio"},"size":"default"}}}
+{"op":"add","path":"/state/profile/bio","value":"Elena leads component architecture and user experience patterns across core product platforms. With over 8 years of experience in human-computer interaction, she focuses on building inclusive, high-performance UI frameworks and mentoring design teams."}
+{"op":"add","path":"/elements/details-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["details-title","location-info","email-info"]}}
+{"op":"add","path":"/elements/details-title","value":{"type":"Heading","props":{"text":"Contact & Details","level":"h4"}}}
+{"op":"add","path":"/elements/location-info","value":{"type":"TextContent","props":{"text":{"$template":"**Location:** ${/profile/location}"},"size":"small"}}}
+{"op":"add","path":"/elements/email-info","value":{"type":"TextContent","props":{"text":{"$template":"**Email:** ${/profile/email}"},"size":"small"}}}
+{"op":"add","path":"/state/profile/location","value":"San Francisco, CA (Hybrid)"}
+{"op":"add","path":"/state/profile/email","value":"elena.rostova@company.internal"}
+{"op":"add","path":"/elements/tab-message","value":{"type":"TabItem","props":{"value":"message","trigger":"Send Message","content":["message-card"]}}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["msg-header","sent-alert","msg-form"]}}
+{"op":"add","path":"/elements/msg-header","value":{"type":"CardHeader","props":{"title":"Direct Message","subtitle":"Send a quick note or request to Elena's inbox"}}}
+{"op":"add","path":"/elements/sent-alert","value":{"type":"Alert","props":{"title":"Message Sent","description":"Elena has received your message and will respond shortly.","variant":"success"},"visible":{"$state":"/messageSent"}}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"messageForm","buttons":"form-buttons","fields":["field-subject","field-body"]},"visible":{"$state":"/messageSent","not":true}}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"input-subject","hint":"Brief summary of your topic"}}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Design System Review","value":{"$bindState":"/message/subject"}}}}
+{"op":"add","path":"/elements/field-body","value":{"type":"FormControl","props":{"label":"Message","input":"input-body"}}}
+{"op":"add","path":"/elements/input-body","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message here...","rows":4,"value":{"$bindState":"/message/body"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-send"]}}}
+{"op":"add","path":"/elements/btn-send","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..b6159d230
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,36 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-section","chart-section","recent-sales-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-Morning Business Check-in","subtitle":"Today vs. Yesterday (As of 10:30 AM)"}}}
+{"op":"add","path":"/elements/kpi-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenue-callout","metrics-row"]}}
+{"op":"add","path":"/elements/revenue-callout","value":{"type":"Callout","props":{"variant":"success","title":"Today's Revenue So Far: $1,485.00","description":"Up 18.8% compared to yesterday at 10:30 AM ($1,250.00)"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["metric-orders","metric-aov","metric-foot-traffic"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["orders-title","orders-value","orders-diff"]}}
+{"op":"add","path":"/elements/orders-title","value":{"type":"TextContent","props":{"text":"Orders Completed","size":"small"}}}
+{"op":"add","path":"/elements/orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/orders/current"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/orders-diff","value":{"type":"Badge","props":{"text":{"$state":"/kpis/orders/diff"},"variant":"default"}}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["aov-title","aov-value","aov-diff"]}}
+{"op":"add","path":"/elements/aov-title","value":{"type":"TextContent","props":{"text":"Avg Order Value","size":"small"}}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/aov/current"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/aov-diff","value":{"type":"Badge","props":{"text":{"$state":"/kpis/aov/diff"},"variant":"default"}}}
+{"op":"add","path":"/elements/metric-foot-traffic","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["traffic-title","traffic-value","traffic-diff"]}}
+{"op":"add","path":"/elements/traffic-title","value":{"type":"TextContent","props":{"text":"Foot Traffic","size":"small"}}}
+{"op":"add","path":"/elements/traffic-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/traffic/current"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/traffic-diff","value":{"type":"Badge","props":{"text":{"$state":"/kpis/traffic/diff"},"variant":"secondary"}}}
+{"op":"add","path":"/state/kpis","value":{"orders":{"current":"42","diff":"+6 vs yesterday"},"aov":{"current":"$35.35","diff":"+$1.50 vs yesterday"},"traffic":{"current":"128 visitors","diff":"-4 vs yesterday"}}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["chart-title","revenue-chart","today-series","yesterday-series"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Hourly Revenue Comparison","level":"h3"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/chartLabels"},"series":["today-series","yesterday-series"],"variant":"grouped","xLabel":"Time of Day","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/today-series","value":{"type":"Series","props":{"category":"Today","values":{"$state":"/todayRevenue"}}}}
+{"op":"add","path":"/elements/yesterday-series","value":{"type":"Series","props":{"category":"Yesterday","values":{"$state":"/yesterdayRevenue"}}}}
+{"op":"add","path":"/state/chartLabels","value":["6:00 AM","7:00 AM","8:00 AM","9:00 AM","10:00 AM"]}
+{"op":"add","path":"/state/todayRevenue","value":[45,120,380,520,420]}
+{"op":"add","path":"/state/yesterdayRevenue","value":[30,95,310,480,335]}
+{"op":"add","path":"/elements/recent-sales-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["recent-sales-title","recent-sales-list"]}}
+{"op":"add","path":"/elements/recent-sales-title","value":{"type":"Heading","props":{"text":"Recent Transactions (Morning)","level":"h4"}}}
+{"op":"add","path":"/elements/recent-sales-list","value":{"type":"ListBlock","props":{"variant":"image"},"repeat":{"statePath":"/recentSales","key":"id"},"children":["sale-item"]}}
+{"op":"add","path":"/elements/sale-item","value":{"type":"ListItem","props":{"title":{"$item":"item"},"subtitle":{"$template":"${time} • ${paymentMethod}"},"actionLabel":{"$item":"amount"}}}}
+{"op":"add","path":"/state/recentSales","value":[]}
+{"op":"add","path":"/state/recentSales/0","value":{"id":"1","item":"Espresso & Whole Bean Bag","time":"10:24 AM","paymentMethod":"Card","amount":"$24.50"}}
+{"op":"add","path":"/state/recentSales/1","value":{"id":"2","item":"Avocado Toast & Cold Brew x2","time":"10:18 AM","paymentMethod":"Apple Pay","amount":"$31.00"}}
+{"op":"add","path":"/state/recentSales/2","value":{"id":"3","item":"Matcha Latte & Muffin","time":"10:11 AM","paymentMethod":"Card","amount":"$14.25"}}
+{"op":"add","path":"/state/recentSales/3","value":{"id":"4","item":"Catering Box - Pastries","time":"09:55 AM","paymentMethod":"Card","amount":"$115.00"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..035b4138f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","alerts","metrics-grid","sales-comparison-card","hourly-trend-card","top-products-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","header-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Mid-Morning Store Performance","subtitle":"Real-time updates as of Today, 10:30 AM"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Live • Store Open","variant":"default"}}}
+{"op":"add","path":"/elements/alerts","value":{"type":"Callout","props":{"variant":"success","title":"On Track to Beat Yesterday","description":"Revenue is currently running +18.4% higher than yesterday at 10:30 AM."}}}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-revenue","metric-orders","metric-aov"]}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rev-label","rev-value","rev-compare"]}}
+{"op":"add","path":"/elements/rev-label","value":{"type":"Label","props":{"text":"Revenue So Far Today"}}}
+{"op":"add","path":"/elements/rev-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/todayRevenue"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/rev-compare","value":{"type":"Tag","props":{"text":{"$state":"/kpi/revenueDiffText"},"variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/kpi","value":{"todayRevenue":"$3,420.50","yesterdaySameTime":"$2,888.00","revenueDiffText":"+$532.50 (+18.4%) vs Yesterday at 10:30 AM","ordersToday":"84","ordersYesterday":"71","aovToday":"$40.72","aovYesterday":"$40.67"}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ord-label","ord-value","ord-compare"]}}
+{"op":"add","path":"/elements/ord-label","value":{"type":"Label","props":{"text":"Orders Today"}}}
+{"op":"add","path":"/elements/ord-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/ordersToday"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ord-compare","value":{"type":"Tag","props":{"text":"+13 orders vs yesterday","variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["aov-label","aov-value","aov-compare"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"Label","props":{"text":"Avg Order Value"}}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/aovToday"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/aov-compare","value":{"type":"Tag","props":{"text":"+$0.05 (+0.1%) vs yesterday","variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/elements/sales-comparison-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sales-comp-header","sales-table"]}}
+{"op":"add","path":"/elements/sales-comp-header","value":{"type":"CardHeader","props":{"title":"Detailed Time-Match Comparison","subtitle":"Comparing today's mid-morning pace directly against yesterday's same timeframe"}}}
+{"op":"add","path":"/elements/sales-table","value":{"type":"Table","props":{"columns":["col-metric","col-today","col-yesterday","col-change"]}}}
+{"op":"add","path":"/elements/col-metric","value":{"type":"Col","props":{"label":"Metric","type":"string","data":["Total Revenue","Orders Processed","Average Order Value","Items Sold","Store Foot Traffic"]}}}
+{"op":"add","path":"/elements/col-today","value":{"type":"Col","props":{"label":"Today (by 10:30 AM)","type":"string","data":["$3,420.50","84","$40.72","142","210"]}}}
+{"op":"add","path":"/elements/col-yesterday","value":{"type":"Col","props":{"label":"Yesterday (by 10:30 AM)","type":"string","data":["$2,888.00","71","$40.67","118","185"]}}}
+{"op":"add","path":"/elements/col-change","value":{"type":"Col","props":{"label":"Difference","type":"string","data":["+$532.50 (+18.4%)","+13 (+18.3%)","+$0.05 (+0.1%)","+24 (+20.3%)","+25 (+13.5%)"]}}}
+{"op":"add","path":"/elements/hourly-trend-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trend-header","hourly-chart","chart-series-today","chart-series-yesterday"]}}
+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Hourly Revenue Pace","subtitle":"Cumulative morning revenue progression (6:00 AM - 10:00 AM)"}}}
+{"op":"add","path":"/elements/chart-series-today","value":{"type":"Series","props":{"category":"Today","values":[350,920,1850,2640,3420]}}}
+{"op":"add","path":"/elements/chart-series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[280,750,1500,2210,2888]}}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"LineChart","props":{"labels":["6:00 AM","7:00 AM","8:00 AM","9:00 AM","10:00 AM"],"series":["chart-series-today","chart-series-yesterday"],"xLabel":"Time of Day","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/top-products-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["top-prod-header","top-products-list"]}}
+{"op":"add","path":"/elements/top-prod-header","value":{"type":"CardHeader","props":{"title":"Morning Best Sellers","subtitle":"Top performing items driving today's revenue bump"}}}
+{"op":"add","path":"/elements/top-products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["prod-item"]}}
+{"op":"add","path":"/elements/prod-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["prod-info","prod-revenue"]}}
+{"op":"add","path":"/elements/prod-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["prod-name","prod-qty"]}}
+{"op":"add","path":"/elements/prod-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/prod-qty","value":{"type":"TextContent","props":{"text":{"$template":"${qty} units sold today"},"size":"small"}}}
+{"op":"add","path":"/elements/prod-revenue","value":{"type":"Badge","props":{"text":{"$item":"revenue"},"variant":"secondary"}}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"1","name":"Signature Cold Brew","qty":42,"revenue":"$231.00"}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"2","name":"Avocado Toast & Egg","qty":28,"revenue":"$364.00"}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"3","name":"Oat Milk Latte","qty":35,"revenue":"$210.00"}}
+{"op":"add","path":"/state/topProducts/3","value":{"id":"4","name":"Morning Pastry Combo","qty":22,"revenue":"$187.00"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..68a069e16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","chart-card","recent-orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Mid-Morning Store Performance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Live store updates as of **10:30 AM Today**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["today-rev-card","compare-card","orders-count-card"]}}
+{"op":"add","path":"/elements/today-rev-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["today-rev-label","today-rev-val","today-rev-tag"]}}
+{"op":"add","path":"/elements/today-rev-label","value":{"type":"TextContent","props":{"text":"Revenue So Far Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/today-rev-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/todayRevenue"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-rev-tag","value":{"type":"Tag","props":{"text":"Live tracking","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["compare-label","compare-val","compare-badge"]}}
+{"op":"add","path":"/elements/compare-label","value":{"type":"TextContent","props":{"text":"Vs. Same Time Yesterday","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compare-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/yesterdayDiff"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/compare-badge","value":{"type":"Badge","props":{"text":{"$state":"/kpis/yesterdayDiffPercent"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/orders-count-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["orders-label","orders-val","orders-subtext"]}}
+{"op":"add","path":"/elements/orders-label","value":{"type":"TextContent","props":{"text":"Orders Completed","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orders-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/orderCount"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/orders-subtext","value":{"type":"TextContent","props":{"text":"Avg. Order: $38.40","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"todayRevenue":"$1,842.50","yesterdayDiff":"+$285.10","yesterdayDiffPercent":"+18.3% vs yesterday","orderCount":"48"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","hourly-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Hourly Revenue Comparison","subtitle":"Cumulative breakdown from opening (7:00 AM) to 10:30 AM"},"children":[]}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"BarChart","props":{"labels":["7:00 AM","8:00 AM","9:00 AM","10:00 AM (Current)"],"series":["series-today","series-yesterday"],"variant":"grouped","xLabel":"Time of Day","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[210,540,1180,1842]},"children":[]}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[180,420,950,1557]},"children":[]}}
+{"op":"add","path":"/elements/recent-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent Mid-Morning Transactions","subtitle":"Latest purchases recorded today"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-item"]}}
+{"op":"add","path":"/elements/order-item","value":{"type":"ListItem","props":{"title":{"$template":"${customer} — ${amount}"},"subtitle":{"$template":"${time} • ${items}"},"actionLabel":"Completed"},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"101","customer":"Sarah M.","amount":"$42.50","time":"10:26 AM","items":"2x Espresso, 1x Bakery Box"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"102","customer":"David L.","amount":"$118.00","time":"10:18 AM","items":"1x Whole Bean Bundle, 2x Travel Mugs"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"103","customer":"Elena R.","amount":"$24.00","time":"10:12 AM","items":"2x Iced Latte, 1x Croissant"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"104","customer":"Marcus K.","amount":"$65.50","time":"10:02 AM","items":"1x Breakfast Catering Box"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..6b3641a30
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,36 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-grid","tabs-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-text","time-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Morning Shop Check-In","subtitle":"Live summary as of 10:30 AM today"}}}
+{"op":"add","path":"/elements/time-badge","value":{"type":"Badge","props":{"text":"Live Updates","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"sunk"},"children":["rev-kpi","compare-kpi","order-kpi"]}}
+{"op":"add","path":"/elements/rev-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["rev-label","rev-value","rev-sub"]}}
+{"op":"add","path":"/elements/rev-label","value":{"type":"TextContent","props":{"text":"Revenue Today (Mid-Morning)","size":"small"}}}
+{"op":"add","path":"/elements/rev-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/todayRevenueFormatted"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/kpi","value":{"todayRevenue":1485.50,"todayRevenueFormatted":"$1,485.50","yesterdaySameTime":1210.00,"yesterdaySameTimeFormatted":"$1,210.00","diffPercent":"+22.8%","ordersToday":34,"ordersYesterday":28}}
+{"op":"add","path":"/elements/rev-sub","value":{"type":"Tag","props":{"text":"Peak morning traffic","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/compare-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["comp-label","comp-value","comp-badge"]}}
+{"op":"add","path":"/elements/comp-label","value":{"type":"TextContent","props":{"text":"vs. Same Time Yesterday","size":"small"}}}
+{"op":"add","path":"/elements/comp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/diffPercent} ($${/kpi/yesterdaySameTimeFormatted} yesterday)"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/comp-badge","value":{"type":"TextContent","props":{"text":"▲ +$275.50 overall gain","size":"small"}}}
+{"op":"add","path":"/elements/order-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["order-label","order-value","order-sub"]}}
+{"op":"add","path":"/elements/order-label","value":{"type":"TextContent","props":{"text":"Orders Processed","size":"small"}}}
+{"op":"add","path":"/elements/order-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/ordersToday} orders"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/order-sub","value":{"type":"TextContent","props":{"text":"vs 28 yesterday (+21.4%)","size":"small"}}}
+{"op":"add","path":"/elements/tabs-section","value":{"type":"Tabs","props":{"items":["tab-comparison","tab-recent"]}}}
+{"op":"add","path":"/elements/tab-comparison","value":{"type":"TabItem","props":{"value":"hourly","trigger":"Hourly Performance","content":["chart-card"]}}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-title","hourly-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"TextContent","props":{"text":"Today vs. Yesterday Hourly Revenue Accumulation","size":"small-heavy"}}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"BarChart","props":{"labels":["6 AM","7 AM","8 AM","9 AM","10 AM (So far)"],"series":["series-today","series-yesterday"],"variant":"grouped","xLabel":"Hour","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[120,240,410,390,325.5]}}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[90,180,350,330,260]}}}
+{"op":"add","path":"/elements/tab-recent","value":{"type":"TabItem","props":{"value":"transactions","trigger":"Recent Morning Sales","content":["sales-card"]}}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-title","recent-sales-list"]}}
+{"op":"add","path":"/elements/sales-title","value":{"type":"TextContent","props":{"text":"Latest Orders","size":"small-heavy"}}}
+{"op":"add","path":"/elements/recent-sales-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/recentSales","key":"id"},"children":["sale-item"]}}
+{"op":"add","path":"/elements/sale-item","value":{"type":"ListItem","props":{"title":{"$template":"${customer} — ${itemCount} items"},"subtitle":{"$template":"${time} • ${method}"},"actionLabel":{"$template":"$${amount}"}}}}
+{"op":"add","path":"/state/recentSales","value":[]}
+{"op":"add","path":"/state/recentSales/0","value":{"id":"ord-104","customer":"Sarah M.","itemCount":3,"time":"10:24 AM","method":"Credit Card","amount":"48.50"}}
+{"op":"add","path":"/state/recentSales/1","value":{"id":"ord-103","customer":"David L.","itemCount":1,"time":"10:15 AM","method":"Apple Pay","amount":"112.00"}}
+{"op":"add","path":"/state/recentSales/2","value":{"id":"ord-102","customer":"Coffee & Bakery Express","itemCount":8,"time":"09:52 AM","method":"Invoiced","amount":"245.00"}}
+{"op":"add","path":"/state/recentSales/3","value":{"id":"ord-101","customer":"Elena R.","itemCount":2,"time":"09:40 AM","method":"Credit Card","amount":"34.20"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..668d0c25f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r1.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","alert-banner","focus-card","subtasks-card","actions-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Focus Mode","subtitle":"Concentrate on your single most critical priority right now."}}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"High Priority Task","description":"This task requires immediate attention before the end of the day.","variant":"warning"}}}
+{"op":"add","path":"/elements/focus-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["task-status-row","task-title","task-desc","separator-1","task-meta-grid","separator-2","completion-banner"]}}
+{"op":"add","path":"/elements/task-status-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["status-badge","urgency-tag"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":"Completed","$else":"In Progress"},"variant":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":"secondary","$else":"default"}}}}
+{"op":"add","path":"/elements/urgency-tag","value":{"type":"Tag","props":{"text":"Urgent - Due Today","variant":"danger","icon":"clock"}}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/focusTask/title"},"level":"h2"}}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/focusTask/description"},"size":"default"}}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/task-meta-grid","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["deadline-box","progress-box"]}}
+{"op":"add","path":"/elements/deadline-box","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["deadline-label","deadline-val"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"Label","props":{"text":"Deadline"}}}
+{"op":"add","path":"/elements/deadline-val","value":{"type":"TextContent","props":{"text":{"$state":"/focusTask/deadline"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/progress-box","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["progress-label","progress-bar"]}}
+{"op":"add","path":"/elements/progress-label","value":{"type":"Label","props":{"text":"Progress"}}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":100,"$else":65},"label":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":"100% Done","$else":"65% Complete"}}}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/completion-banner","value":{"type":"Callout","props":{"variant":"success","title":"Task Marked as Complete!","description":"Great job staying focused and getting this high-priority item resolved."},"visible":{"$state":"/focusTask/isCompleted"}}}
+{"op":"add","path":"/elements/subtasks-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["subtasks-header","subtasks-list"]}}
+{"op":"add","path":"/elements/subtasks-header","value":{"type":"Heading","props":{"text":"Key Checklist Items","level":"h4"}}}
+{"op":"add","path":"/elements/subtasks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/subtasks","key":"id"},"children":["subtask-item"]}}
+{"op":"add","path":"/elements/subtask-item","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["subtask-check","subtask-title"]}}
+{"op":"add","path":"/elements/subtask-check","value":{"type":"CheckBoxItem","props":{"name":"subtask","label":"","description":"","defaultChecked":{"$item":"completed"}}}}
+{"op":"add","path":"/elements/subtask-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"direction":"column","gap":"m","align":"center"},"children":["mark-done-btn"]}}
+{"op":"add","path":"/elements/mark-done-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":"Reopen Task","$else":"Mark Task as Completed"},"variant":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":"secondary","$else":"primary"},"size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/focusTask/isCompleted","value":{"$cond":{"$state":"/focusTask/isCompleted"},"$then":false,"$else":true}}}}}}
+{"op":"add","path":"/state/focusTask","value":{"id":"task-1","title":"Finalize Q3 Financial Audit Report","description":"Review all reconciled expense ledger entries, verify cross-departmental approval signatures, and export the official PDF package for the board presentation.","deadline":"Today at 5:00 PM (In 2 hours)","isCompleted":false}}
+{"op":"add","path":"/state/subtasks","value":[]}
+{"op":"add","path":"/state/subtasks/0","value":{"id":"st-1","title":"Verify Q3 expense report reconciliations","completed":true}}
+{"op":"add","path":"/state/subtasks/1","value":{"id":"st-2","title":"Obtain CFO digital signature on compliance form","completed":true}}
+{"op":"add","path":"/state/subtasks/2","value":{"id":"st-3","title":"Export financial ledger summary to executive PDF","completed":false}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..7ae8dea4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r2.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-section","task-details-card","status-section","action-section","completion-alert"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["title-heading","subtitle-text"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"Focus Mode","level":"h2"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"text":"Concentrate on your highest priority task right now.","size":"small"}}}
+{"op":"add","path":"/elements/task-details-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["priority-badge","task-title","task-desc","separator-1","metadata-row"]}}
+{"op":"add","path":"/elements/priority-badge","value":{"type":"Badge","props":{"text":"High Priority • Urgent","variant":"destructive"}}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h3"}}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"}}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/metadata-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["deadline-tag","category-tag"]}}
+{"op":"add","path":"/elements/deadline-tag","value":{"type":"Tag","props":{"text":{"$template":"Due: ${/task/deadline}"},"variant":"danger","icon":"clock"}}}
+{"op":"add","path":"/elements/category-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/category"},"variant":"info"}}}
+{"op":"add","path":"/elements/status-section","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["status-label","status-badge-container","progress-bar"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current Status","size":"small-heavy"}}}
+{"op":"add","path":"/elements/status-badge-container","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"clear"},"children":["status-badge"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/task/status"},"variant":{"$cond":{"$state":"/task/isDone"},"$then":"secondary","$else":"default"}}}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$cond":{"$state":"/task/isDone"},"$then":100,"$else":65},"label":{"$cond":{"$state":"/task/isDone"},"$then":"Complete","$else":"In Progress (65%)"}}}}
+{"op":"add","path":"/elements/action-section","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["toggle-switch","mark-done-button"]}}
+{"op":"add","path":"/elements/toggle-switch","value":{"type":"SwitchItem","props":{"label":"Mark task as completed","description":"Update status and clear from active focus queue","name":"taskCompleted","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/task/isDone","value":true}}}}}
+{"op":"add","path":"/elements/mark-done-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/isDone"},"$then":"Task Completed ✓","$else":"Mark Task as Done"},"variant":{"$cond":{"$state":"/task/isDone"},"$then":"secondary","$else":"primary"},"size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/isDone","value":true}}}}}
+{"op":"add","path":"/elements/completion-alert","value":{"type":"Alert","props":{"title":"Task Finished!","description":"Great job completing your highest priority item. Take a short break or start your next task.","variant":"success"},"visible":{"$state":"/task/isDone"}}}
+{"op":"add","path":"/state/task","value":{"title":"Finalize Q3 Security Audit & Compliance Report","description":"Review vulnerabilities identified in external penetration testing, apply required security patches, and issue sign-off to stakeholders before end-of-day deadline.","deadline":"Today at 5:00 PM","category":"Compliance & Security","status":"In Progress","isDone":false}}
+{"op":"add","path":"/watch","path":"/elements/main-card/watch","value":{"/task/isDone":{"action":"setState","params":{"statePath":"/task/status","value":"Completed"}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..2ada8f242
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r3.txt
@@ -0,0 +1,19 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header-card","task-card","celebration-callout","actions-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","urgency-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Personal Focus","level":"h1"}}}
+{"op":"add","path":"/elements/urgency-badge","value":{"type":"Tag","props":{"text":"High Priority","variant":"danger","icon":"alert-circle","size":"md"}}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["task-status-row","task-title","task-description","task-meta-row"]}}
+{"op":"add","path":"/elements/task-status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["status-badge","deadline-tag"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/completed"},"$then":"Completed","$else":"In Progress"},"variant":{"$cond":{"$state":"/task/completed"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/elements/deadline-tag","value":{"type":"Tag","props":{"text":{"$template":"Due ${/task/deadline}"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"}}}
+{"op":"add","path":"/elements/task-description","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"}}}
+{"op":"add","path":"/elements/task-meta-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["project-tag","estimated-time"]}}
+{"op":"add","path":"/elements/project-tag","value":{"type":"Tag","props":{"text":{"$template":"Project: ${/task/project}"},"variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/estimated-time","value":{"type":"TextContent","props":{"text":{"$template":"Est: ${/task/estimatedTime}"},"size":"small"}}}
+{"op":"add","path":"/state/task","value":{"id":"task-1","title":"Finalize Q3 Product Roadmap & Strategy","description":"Review feedback from executive committee, integrate engineering scope estimates, and complete the final deck for stakeholder sign-off.","deadline":"Today, 5:00 PM","project":"Product Launch 2024","estimatedTime":"45 mins","completed":false}}
+{"op":"add","path":"/elements/celebration-callout","value":{"type":"Callout","props":{"variant":"success","title":"Task Completed!","description":"Great job staying focused! You've tackled your most urgent priority for today."},"visible":{"$state":"/task/completed"}}}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"children":["toggle-button","undo-button"]}}
+{"op":"add","path":"/elements/toggle-button","value":{"type":"Button","props":{"label":"Mark Task as Done","variant":"primary","size":"large"},"visible":{"$state":"/task/completed","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}}}}
+{"op":"add","path":"/elements/undo-button","value":{"type":"Button","props":{"label":"Reopen Task","variant":"secondary","size":"medium"},"visible":{"$state":"/task/completed"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":false}}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..41d2cddde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-task__r4.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","gap":"l","align":"center"},"children":["heading-block","focus-card","followup-block"]}}
+{"op":"add","path":"/elements/heading-block","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"center"},"children":["heading","subtext"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"level":"h2","text":"🎯 Today's Top Priority"}}}
+{"op":"add","path":"/elements/subtext","value":{"type":"TextContent","props":{"size":"small","text":"Deep focus mode — complete this before moving to other tasks."}}}
+{"op":"add","path":"/elements/focus-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["badge-bar","task-title","task-details-card","status-alert","action-bar"]}}
+{"op":"add","path":"/elements/badge-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["urgency-tag","due-tag"]}}
+{"op":"add","path":"/elements/urgency-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/priority"},"variant":"danger","size":"md","icon":"alert"}}}
+{"op":"add","path":"/elements/due-tag","value":{"type":"Tag","props":{"text":{"$template":"Due ${/task/deadline}"},"variant":"warning","size":"md"}}}
+{"op":"add","path":"/state/task","value":{"id":"task-1","title":"Finalize Q3 Product Roadmap & Slide Deck","project":"Product Operations","estimatedTime":"45 mins","deadline":"Today at 5:00 PM (In 2 hours)","description":"Review feedback from engineering leads, update timeline estimates, and publish final presentation deck to executive board.","status":"In Progress","isCompleted":false}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/task/title"}}}}
+{"op":"add","path":"/elements/task-details-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["task-desc","meta-row"]}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"size":"default","text":{"$state":"/task/description"}}}}
+{"op":"add","path":"/elements/meta-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["project-badge","time-badge"]}}
+{"op":"add","path":"/elements/project-badge","value":{"type":"Badge","props":{"text":{"$template":"📁 ${/task/project}"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/time-badge","value":{"type":"Badge","props":{"text":{"$template":"⏱️ ${/task/estimatedTime}"},"variant":"outline"}}}
+{"op":"add","path":"/elements/status-alert","value":{"type":"Alert","props":{"title":{"$cond":{"$state":"/task/isCompleted"},"$then":"Task Completed! 🎉","$else":"Currently In Progress"},"description":{"$cond":{"$state":"/task/isCompleted"},"$then":"Great job finishing your top priority item for today.","$else":"Stay focused. Avoid context switching until this item is finished."},"variant":{"$cond":{"$state":"/task/isCompleted"},"$then":"success","$else":"info"}}}}
+{"op":"add","path":"/elements/action-bar","value":{"type":"Card","props":{"direction":"row","justify":"end","gap":"m"},"children":["toggle-button"]}}
+{"op":"add","path":"/elements/toggle-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/isCompleted"},"$then":"Mark Incomplete","$else":"Mark as Done ✓"},"variant":{"$cond":{"$state":"/task/isCompleted"},"$then":"secondary","$else":"primary"},"size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/isCompleted","value":{"$cond":{"$state":"/task/isCompleted"},"$then":false,"$else":true}}}}}}
+{"op":"add","path":"/state/task/priority","value":"HIGH PRIORITY"}
+{"op":"add","path":"/elements/followup-block","value":{"type":"FollowUpBlock","props":{"items":["followup-1","followup-2"]}}}
+{"op":"add","path":"/elements/followup-1","value":{"type":"FollowUpItem","props":{"text":"Show next urgent task"}}}
+{"op":"add","path":"/elements/followup-2","value":{"type":"FollowUpItem","props":{"text":"Start 25-minute focus timer"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..cb54de180
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-card","incident-card","services-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform System Status","subtitle":"Real-time status updates and uptime metrics for core platform services"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-metrics","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"Heading","props":{"text":"API Uptime & Health (Current Month)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/uptime-metrics","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["uptime-val","uptime-badge"]}}
+{"op":"add","path":"/elements/uptime-val","value":{"type":"TextContent","props":{"text":{"$template":"# **${/uptimePercentage}%** Uptime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-badge","value":{"type":"Badge","props":{"text":"Operational","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptimePercentage"},"label":"Monthly SLA Target: 99.90%"},"children":[]}}
+{"op":"add","path":"/state/uptimePercentage","value":99.94}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-callout","incident-details"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/lastIncident/title"},"description":{"$state":"/lastIncident/summary"}},"children":[]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["resolved-time","root-cause"]}}
+{"op":"add","path":"/elements/resolved-time","value":{"type":"TextContent","props":{"text":{"$template":"**Resolved:** ${/lastIncident/resolvedAt} (${/lastIncident/duration})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/root-cause","value":{"type":"TextContent","props":{"text":{"$template":"**Impact:** ${/lastIncident/impact}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastIncident","value":{"title":"API Gateway Latency Spike & Degraded Performance","summary":"An unexpected traffic surge caused connection pool exhaustion in the primary API gateway router, resulting in elevated response times and intermittent 502 errors for subset of endpoints.","resolvedAt":"October 24, 2023 at 14:32 UTC","duration":"24 minutes","impact":"0.02% of API requests affected"}}
+{"op":"add","path":"/elements/services-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["services-header","services-list"]}}
+{"op":"add","path":"/elements/services-header","value":{"type":"Heading","props":{"text":"Core Service Status","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/services-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/services","key":"id"},"children":["service-item"]}}
+{"op":"add","path":"/elements/service-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["service-info","service-tag"]}}
+{"op":"add","path":"/elements/service-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["service-name","service-latency"]}}
+{"op":"add","path":"/elements/service-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/service-latency","value":{"type":"TextContent","props":{"text":{"$template":"Latency: ${latency} | Uptime: ${uptime}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/service-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/service/status","eq":"Operational"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/services","value":[]}
+{"op":"add","path":"/state/services/0","value":{"id":"1","name":"Core REST API","latency":"42ms","uptime":"99.94%","status":"Operational"}}
+{"op":"add","path":"/state/services/1","value":{"id":"2","name":"GraphQL Engine","latency":"58ms","uptime":"99.98%","status":"Operational"}}
+{"op":"add","path":"/state/services/2","value":{"id":"3","name":"Authentication Service (OAuth2)","latency":"24ms","uptime":"100.0%","status":"Operational"}}
+{"op":"add","path":"/state/services/3","value":{"id":"4","name":"Webhook Delivery Worker","latency":"110ms","uptime":"99.89%","status":"Operational"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..26324818d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","status-callout","uptime-card","incident-card","services-card","history-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h1","text":"Platform System Status"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Tag","props":{"text":"All Systems Operational","variant":"success","icon":"check-circle"}}}
+{"op":"add","path":"/elements/status-callout","value":{"type":"Callout","props":{"variant":"success","title":"Global Operational Status","description":"All core API microservices, infrastructure, and databases are currently operating at peak efficiency with no active incidents."}}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-metrics-row","uptime-chart-title","uptime-chart"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API Uptime & Performance","subtitle":"Current month performance overview for core platform APIs"}}}
+{"op":"add","path":"/elements/uptime-metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-uptime","metric-latency","metric-requests"]}}
+{"op":"add","path":"/elements/metric-uptime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-uptime-label","metric-uptime-val","metric-uptime-sub"]}}
+{"op":"add","path":"/elements/metric-uptime-label","value":{"type":"TextContent","props":{"text":"Month-to-Date Uptime","size":"small"}}}
+{"op":"add","path":"/elements/metric-uptime-val","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/uptime"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/metric-uptime-sub","value":{"type":"TextContent","props":{"text":"Target SLA: 99.90%","size":"small"}}}
+{"op":"add","path":"/elements/metric-latency","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-latency-label","metric-latency-val","metric-latency-sub"]}}
+{"op":"add","path":"/elements/metric-latency-label","value":{"type":"TextContent","props":{"text":"Avg API Latency","size":"small"}}}
+{"op":"add","path":"/elements/metric-latency-val","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgLatency"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/metric-latency-sub","value":{"type":"TextContent","props":{"text":"-12ms vs last week","size":"small"}}}
+{"op":"add","path":"/elements/metric-requests","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-requests-label","metric-requests-val","metric-requests-sub"]}}
+{"op":"add","path":"/elements/metric-requests-label","value":{"type":"TextContent","props":{"text":"Total API Requests","size":"small"}}}
+{"op":"add","path":"/elements/metric-requests-val","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/totalRequests"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/metric-requests-sub","value":{"type":"TextContent","props":{"text":"99.98% Success Rate","size":"small"}}}
+{"op":"add","path":"/state/metrics","value":{"uptime":"99.94%","avgLatency":"42 ms","totalRequests":"1.24 Billion"}}
+{"op":"add","path":"/elements/uptime-chart-title","value":{"type":"TextContent","props":{"text":"**Monthly Availability Trend (Last 30 Days)**","size":"small-heavy"}}}
+{"op":"add","path":"/elements/uptime-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-uptime"],"xLabel":"Timeframe","yLabel":"Uptime %"}}}
+{"op":"add","path":"/elements/series-uptime","value":{"type":"Series","props":{"category":"Uptime Percentage","values":[99.98,99.82,99.96,99.99]}}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-badge-row","incident-markdown","incident-timeline"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":"Latest resolved issue impacting API performance"}}}
+{"op":"add","path":"/elements/incident-badge-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["incident-title-text","incident-tag","incident-date-tag"]}}
+{"op":"add","path":"/elements/incident-title-text","value":{"type":"TextContent","props":{"text":{"$template":"**${/recentIncident/title}**"},"size":"large"}}}
+{"op":"add","path":"/elements/incident-tag","value":{"type":"Tag","props":{"text":"Resolved","variant":"success"}}}
+{"op":"add","path":"/elements/incident-date-tag","value":{"type":"Tag","props":{"text":"Oct 24, 2023 - 14:32 UTC","variant":"neutral"}}}
+{"op":"add","path":"/state/recentIncident","value":{"title":"Elevated Latency & Intermittent 503 Errors on REST Gateway","resolvedAt":"October 24, 2023 at 14:32 UTC","duration":"42 minutes","details":"**Summary:** Between 13:50 and 14:32 UTC, our primary API Gateway experienced a traffic spike that exhausted database connection pools in the US-East region.\n\n**Root Cause:** A surge in webhook retry logic triggered an exponential backoff loop, saturating backend connections.\n\n**Resolution:** Connection pool caps were increased, and rate-limiting rules were deployed to safely filter retried requests. All services recovered back to normal baseline operations."}}
+{"op":"add","path":"/elements/incident-markdown","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/recentIncident/details"},"variant":"sunk"}}}
+{"op":"add","path":"/elements/incident-timeline","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"13:50 UTC - Issue Identified","details":"Automated alerts triggered for elevated 500-series error rates on Gateway."}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"14:05 UTC - Mitigation Started","details":"Platform Engineering engaged incident response and throttled webhook retries."}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"14:20 UTC - Fix Applied","details":"Database connection limit expanded and rate-limiting patch deployed."}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"14:32 UTC - Incident Resolved","details":"System telemetry fully stabilized. Post-mortem review scheduled."}}}
+{"op":"add","path":"/elements/services-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["services-header","services-list"]}}
+{"op":"add","path":"/elements/services-header","value":{"type":"CardHeader","props":{"title":"Subsystem Operational Status","subtitle":"Real-time status for core components"}}}
+{"op":"add","path":"/elements/services-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/services","key":"id"},"children":["service-item"]}}
+{"op":"add","path":"/elements/service-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["service-info","service-badge"]}}
+{"op":"add","path":"/elements/service-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["service-name","service-latency"]}}
+{"op":"add","path":"/elements/service-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/service-latency","value":{"type":"TextContent","props":{"text":{"$template":"Response time: ${latency}"},"size":"small"}}}
+{"op":"add","path":"/elements/service-badge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success"}}}
+{"op":"add","path":"/state/services","value":[]}
+{"op":"add","path":"/state/services/0","value":{"id":"1","name":"Core REST API Gateway","latency":"34 ms","status":"Operational"}}
+{"op":"add","path":"/state/services/1","value":{"id":"2","name":"GraphQL Subscriptions Engine","latency":"48 ms","status":"Operational"}}
+{"op":"add","path":"/state/services/2","value":{"id":"3","name":"Authentication & Identity Service","latency":"22 ms","status":"Operational"}}
+{"op":"add","path":"/state/services/3","value":{"id":"4","name":"Webhook Delivery Service","latency":"65 ms","status":"Operational"}}
+{"op":"add","path":"/elements/history-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["history-header","history-accordion"]}}
+{"op":"add","path":"/elements/history-header","value":{"type":"CardHeader","props":{"title":"Past Incident History","subtitle":"Archives from previous operational periods"}}}
+{"op":"add","path":"/elements/history-accordion","value":{"type":"Accordion","props":{"items":["hist-item-1","hist-item-2"]}}}
+{"op":"add","path":"/elements/hist-item-1","value":{"type":"AccordionItem","props":{"value":"hist-1","trigger":"Oct 12, 2023 - Scheduled Maintenance on Database Cluster","content":["hist-content-1"]}}}
+{"op":"add","path":"/elements/hist-content-1","value":{"type":"TextContent","props":{"text":"Completed routine database maintenance and index optimizations between 02:00 UTC and 03:30 UTC. Zero unexpected downtime recorded during the window."}}}
+{"op":"add","path":"/elements/hist-item-2","value":{"type":"AccordionItem","props":{"value":"hist-2","trigger":"Sep 28, 2023 - Minor Degradation on CDN Edge Caching","content":["hist-content-2"]}}}
+{"op":"add","path":"/elements/hist-content-2","value":{"type":"TextContent","props":{"text":"Increased cache miss ratios observed across European PoPs for 18 minutes due to edge rule deployment. Corrected via rollback."}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..cff796ea3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","system-status-alert","metrics-grid","incident-section","services-section","followup-suggestions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Operations & Status","subtitle":"Real-time status updates and uptime performance for platform APIs and services"}}}
+{"op":"add","path":"/elements/system-status-alert","value":{"type":"Alert","props":{"title":"All Systems Operational","description":"All core API gateways and microservices are operating normally with standard latency profile.","variant":"success"}}}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["uptime-card","incident-stat-card","latency-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["uptime-label","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"**API Uptime (Current Month)**","size":"small"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/uptime"},"level":"h2"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.94,"label":"Target: 99.90%"}}}
+{"op":"add","path":"/state/metrics","value":{"uptime":"99.94%","target":"99.90%","recentIncidentsCount":1,"avgLatency":"42ms"}}
+{"op":"add","path":"/elements/incident-stat-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["incident-stat-label","incident-stat-value","incident-stat-tag"]}}
+{"op":"add","path":"/elements/incident-stat-label","value":{"type":"TextContent","props":{"text":"**Incidents (This Month)**","size":"small"}}}
+{"op":"add","path":"/elements/incident-stat-value","value":{"type":"Heading","props":{"text":"1 Resolved","level":"h2"}}}
+{"op":"add","path":"/elements/incident-stat-tag","value":{"type":"Tag","props":{"text":"MTTR: 24 mins","variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/latency-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["latency-label","latency-value","latency-subtext"]}}
+{"op":"add","path":"/elements/latency-label","value":{"type":"TextContent","props":{"text":"**Avg API Latency**","size":"small"}}}
+{"op":"add","path":"/elements/latency-value","value":{"type":"Heading","props":{"text":"42 ms","level":"h2"}}}
+{"op":"add","path":"/elements/latency-subtext","value":{"type":"TextContent","props":{"text":"-4ms vs last week","size":"small"}}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-badge","incident-details-card"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"}}}
+{"op":"add","path":"/elements/incident-badge","value":{"type":"Badge","props":{"text":"Resolved","variant":"secondary"}}}
+{"op":"add","path":"/elements/incident-details-card","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$state":"/recentIncident/title"},"description":{"$template":"**Resolved at:** ${/recentIncident/resolvedAt} (${/recentIncident/duration})\n\n**Summary:** ${/recentIncident/summary}\n\n**Root Cause:** ${/recentIncident/rootCause}"}}}}
+{"op":"add","path":"/state/recentIncident","value":{"id":"inc-4092","title":"INC-4092: High Error Rate on REST API Gateway","resolvedAt":"Oct 24, 2023 - 14:32 UTC","duration":"24 minutes downtime","summary":"An elevated error rate (5xx responses) was detected on primary API endpoints serving North America traffic. Traffic was automatically rerouted to backup clusters while the bad configuration deployment was rolled back.","rootCause":"Misconfigured rate-limiting rules pushed during automated pipeline deployment."}}
+{"op":"add","path":"/elements/services-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["services-heading","services-list"]}}
+{"op":"add","path":"/elements/services-heading","value":{"type":"Heading","props":{"text":"Core API Services Breakdown","level":"h4"}}}
+{"op":"add","path":"/elements/services-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/services","key":"id"},"children":["service-row"]}}
+{"op":"add","path":"/elements/service-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["service-info","service-tag"]}}
+{"op":"add","path":"/elements/service-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["service-name","service-uptime"]}}
+{"op":"add","path":"/elements/service-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/service-uptime","value":{"type":"TextContent","props":{"text":{"$template":"30-day Uptime: ${uptime} | Latency: ${latency}"},"size":"small"}}}
+{"op":"add","path":"/elements/service-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success","size":"md"}}}
+{"op":"add","path":"/state/services","value":[]}
+{"op":"add","path":"/state/services/0","value":{"id":"srv-1","name":"Authentication & OAuth API","status":"Operational","uptime":"99.98%","latency":"28ms"}}
+{"op":"add","path":"/state/services/1","value":{"id":"srv-2","name":"Core REST Gateway API","status":"Operational","uptime":"99.91%","latency":"45ms"}}
+{"op":"add","path":"/state/services/2","value":{"id":"srv-3","name":"GraphQL Data Layer API","status":"Operational","uptime":"99.96%","latency":"52ms"}}
+{"op":"add","path":"/state/services/3","value":{"id":"srv-4","name":"Webhooks & Events Engine","status":"Operational","uptime":"99.95%","latency":"38ms"}}
+{"op":"add","path":"/elements/followup-suggestions","value":{"type":"FollowUpBlock","props":{"items":["item-1","item-2","item-3"]}}}
+{"op":"add","path":"/elements/item-1","value":{"type":"FollowUpItem","props":{"text":"View past 90 days incident history"}}}
+{"op":"add","path":"/elements/item-2","value":{"type":"FollowUpItem","props":{"text":"Subscribe to real-time status updates"}}}
+{"op":"add","path":"/elements/item-3","value":{"type":"FollowUpItem","props":{"text":"View post-mortem report for INC-4092"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..e6a49b04c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-card","incident-card","systems-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform System Status","subtitle":"Real-time infrastructure health & operational status"}}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["uptime-header","uptime-progress","uptime-stats"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"Heading","props":{"level":"h3","text":"API Uptime (Current Month)"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":{"$template":"${/uptime/percentage}% Operational"}}}}
+{"op":"add","path":"/state/uptime","value":{"percentage":99.94,"target":"99.90%","outageTime":"26m 12s","totalRequests":"1.24B"}}
+{"op":"add","path":"/elements/uptime-stats","value":{"type":"Card","props":{"direction":"row","justify":"between","gap":"s"},"children":["stat-target","stat-outage","stat-requests"]}}
+{"op":"add","path":"/elements/stat-target","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["stat-target-label","stat-target-val"]}}
+{"op":"add","path":"/elements/stat-target-label","value":{"type":"Label","props":{"text":"SLA Target"}}}
+{"op":"add","path":"/elements/stat-target-val","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/target"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/stat-outage","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["stat-outage-label","stat-outage-val"]}}
+{"op":"add","path":"/elements/stat-outage-label","value":{"type":"Label","props":{"text":"Downtime This Month"}}}
+{"op":"add","path":"/elements/stat-outage-val","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/outageTime"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/stat-requests","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["stat-requests-label","stat-requests-val"]}}
+{"op":"add","path":"/elements/stat-requests-label","value":{"type":"Label","props":{"text":"Total API Requests"}}}
+{"op":"add","path":"/elements/stat-requests-val","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/totalRequests"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-header","incident-callout","incident-details"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"Heading","props":{"level":"h3","text":"Most Recent Incident"}}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Alert","props":{"title":{"$state":"/recentIncident/title"},"description":{"$state":"/recentIncident/summary"},"variant":"success"}}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["inc-resolved-badge","inc-timeline","inc-impact"]}}
+{"op":"add","path":"/elements/inc-resolved-badge","value":{"type":"Badge","props":{"text":{"$template":"Resolved at ${/recentIncident/resolvedAt} (${/recentIncident/date})"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/inc-timeline","value":{"type":"TextContent","props":{"text":{"$template":"**Duration:** ${/recentIncident/duration} | **Impacted Service:** ${/recentIncident/affectedService}"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-impact","value":{"type":"TextContent","props":{"text":{"$state":"/recentIncident/resolutionNotes"},"size":"default"}}}
+{"op":"add","path":"/state/recentIncident","value":{"id":"inc-8492","title":"INC-8492: Elevated Latency in API Gateway Services","summary":"Increased response times observed across primary REST API routes due to connection pool exhaustion in the auth proxy.","resolvedAt":"14:32 UTC","date":"May 18, 2024","duration":"18 minutes","affectedService":"API Gateway / Auth","resolutionNotes":"**Resolution Summary:** The connection pool limit for the authentication proxy service was scaled out dynamically, and connection recycling rules were updated. Traffic normalized fully within 5 minutes of applying the update. No data loss occurred."}}
+{"op":"add","path":"/elements/systems-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["systems-title","services-list"]}}
+{"op":"add","path":"/elements/systems-title","value":{"type":"Heading","props":{"level":"h4","text":"Core Services Status"}}}
+{"op":"add","path":"/elements/services-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/services","key":"name"},"children":["service-row"]}}
+{"op":"add","path":"/elements/service-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["service-info","service-tag"]}}
+{"op":"add","path":"/elements/service-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["service-name","service-uptime"]}}
+{"op":"add","path":"/elements/service-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/service-uptime","value":{"type":"TextContent","props":{"text":{"$template":"Uptime: ${uptime}"},"size":"small"}}}
+{"op":"add","path":"/elements/service-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/status","eq":"Operational"},"$then":"success","$else":"warning"},"size":"sm"}}}
+{"op":"add","path":"/state/services","value":[]}
+{"op":"add","path":"/state/services/0","value":{"name":"Core REST API","uptime":"99.96%","status":"Operational"}}
+{"op":"add","path":"/state/services/1","value":{"name":"GraphQL Engine","uptime":"99.92%","status":"Operational"}}
+{"op":"add","path":"/state/services/2","value":{"name":"Authentication & OAuth","uptime":"99.89%","status":"Operational"}}
+{"op":"add","path":"/state/services/3","value":{"name":"Webhooks Delivery","uptime":"99.99%","status":"Operational"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..4a3000574
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","forecast-section","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Morning Weather Brief","subtitle":"Bengaluru, Karnataka • Today's Outlook"}}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-top","current-stats"]}}
+{"op":"add","path":"/elements/current-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["temp-group","condition-group"]}}
+{"op":"add","path":"/elements/temp-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["temp-text","city-text"]}}
+{"op":"add","path":"/elements/temp-text","value":{"type":"Heading","props":{"text":{"$state":"/current/temp"},"level":"h1"}}}
+{"op":"add","path":"/elements/city-text","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/condition-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["badge-feel","high-low"]}}
+{"op":"add","path":"/elements/badge-feel","value":{"type":"Badge","props":{"text":{"$state":"/current/feelsLike"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/high-low","value":{"type":"TextContent","props":{"text":{"$state":"/current/highLow"},"size":"small"}}}
+{"op":"add","path":"/elements/current-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center"},"children":["stat-humidity","stat-wind","stat-uv"]}}
+{"op":"add","path":"/elements/stat-humidity","value":{"type":"TextContent","props":{"text":{"$state":"/current/humidity"},"size":"small"}}}
+{"op":"add","path":"/elements/stat-wind","value":{"type":"TextContent","props":{"text":{"$state":"/current/wind"},"size":"small"}}}
+{"op":"add","path":"/elements/stat-uv","value":{"type":"TextContent","props":{"text":{"$state":"/current/uv"},"size":"small"}}}
+{"op":"add","path":"/state/current","value":{"temp":"24°C","condition":"Partly Cloudy","feelsLike":"Feels like 25°C","highLow":"H: 28° • L: 19°","humidity":"💧 Humidity: 68%","wind":"💨 Wind: 12 km/h","uv":"☀️ UV Index: Moderate"}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["forecast-title","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-title","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"ListItem","props":{"title":{"$item":"day"},"subtitle":{"$item":"desc"},"actionLabel":{"$item":"temp"}}}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"1","day":"Tomorrow (Thu)","desc":"Scattered showers expected in afternoon","temp":"27° / 18°C"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"2","day":"Friday","desc":"Mostly sunny with light breeze","temp":"29° / 19°C"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"3","day":"Saturday","desc":"Clear skies throughout the day","temp":"30° / 20°C"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sun-title","sun-details"]}}
+{"op":"add","path":"/elements/sun-title","value":{"type":"Heading","props":{"text":"Sun & Solar Schedule","level":"h3"}}}
+{"op":"add","path":"/elements/sun-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center"},"children":["sunrise-box","sunset-box"]}}
+{"op":"add","path":"/elements/sunrise-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"🌅 Sunrise","size":"small"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sunset-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"06:09 AM","sunset":"06:32 PM"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..b81a3e616
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","forecast-card","sun-card","info-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Morning Weather Brief","subtitle":"Bengaluru, Karnataka • Updated Today at 6:30 AM"}}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-top","current-stats"]}}
+{"op":"add","path":"/elements/current-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["temp-group","condition-group"]}}
+{"op":"add","path":"/elements/temp-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["main-temp","temp-range"]}}
+{"op":"add","path":"/elements/main-temp","value":{"type":"Heading","props":{"text":{"$state":"/currentWeather/temp"},"level":"h1"}}}
+{"op":"add","path":"/elements/temp-range","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/currentWeather/feelsLike} • High ${/currentWeather/high} / Low ${/currentWeather/low}"},"size":"small"}}}
+{"op":"add","path":"/state/currentWeather","value":{"temp":"24°C","feelsLike":"25°C","high":"29°C","low":"19°C","condition":"Partly Cloudy","humidity":"72%","wind":"14 km/h ENE","uvIndex":"6 (Moderate)"}}
+{"op":"add","path":"/elements/condition-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["condition-tag","condition-text"]}}
+{"op":"add","path":"/elements/condition-tag","value":{"type":"Tag","props":{"text":{"$state":"/currentWeather/condition"},"variant":"info","size":"lg"}}}
+{"op":"add","path":"/elements/condition-text","value":{"type":"TextContent","props":{"text":"Pleasant morning breeze","size":"small"}}}
+{"op":"add","path":"/elements/current-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center","gap":"s"},"children":["stat-humidity","stat-wind","stat-uv"]}}
+{"op":"add","path":"/elements/stat-humidity","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["hum-label","hum-val"]}}
+{"op":"add","path":"/elements/hum-label","value":{"type":"TextContent","props":{"text":"Humidity","size":"small"}}}
+{"op":"add","path":"/elements/hum-val","value":{"type":"TextContent","props":{"text":{"$state":"/currentWeather/humidity"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-wind","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["wind-label","wind-val"]}}
+{"op":"add","path":"/elements/wind-label","value":{"type":"TextContent","props":{"text":"Wind","size":"small"}}}
+{"op":"add","path":"/elements/wind-val","value":{"type":"TextContent","props":{"text":{"$state":"/currentWeather/wind"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-uv","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["uv-label","uv-val"]}}
+{"op":"add","path":"/elements/uv-label","value":{"type":"TextContent","props":{"text":"UV Index","size":"small"}}}
+{"op":"add","path":"/elements/uv-val","value":{"type":"TextContent","props":{"text":{"$state":"/currentWeather/uvIndex"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-title","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-title","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"day"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["forecast-day-group","forecast-temp-group"]}}
+{"op":"add","path":"/elements/forecast-day-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["forecast-day","forecast-cond"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/forecast-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"}}}
+{"op":"add","path":"/elements/forecast-temp-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["forecast-temps","forecast-tag"]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high} / ${low}"},"size":"default"}}}
+{"op":"add","path":"/elements/forecast-tag","value":{"type":"Tag","props":{"text":{"$item":"rainChance"},"variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Tomorrow (Thu)","condition":"Scattered Showers","high":"28°C","low":"19°C","rainChance":"40% Rain"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Friday","condition":"Mostly Sunny","high":"30°C","low":"20°C","rainChance":"10% Rain"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Saturday","condition":"Thunderstorms Afternoon","high":"27°C","low":"18°C","rainChance":"65% Rain"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sun-title","sun-details"]}}
+{"op":"add","path":"/elements/sun-title","value":{"type":"Heading","props":{"text":"Sun Schedule","level":"h3"}}}
+{"op":"add","path":"/elements/sun-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center"},"children":["sunrise-box","sunset-box"]}}
+{"op":"add","path":"/elements/sunrise-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunrise-tag","sunrise-time","sunrise-label"]}}
+{"op":"add","path":"/elements/sunrise-tag","value":{"type":"Tag","props":{"text":"Sunrise","variant":"warning","size":"md"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":{"$state":"/sunSchedule/sunrise"},"level":"h2"}}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Dawn at 5:52 AM","size":"small"}}}
+{"op":"add","path":"/elements/sunset-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunset-tag","sunset-time","sunset-label"]}}
+{"op":"add","path":"/elements/sunset-tag","value":{"type":"Tag","props":{"text":"Sunset","variant":"info","size":"md"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":{"$state":"/sunSchedule/sunset"},"level":"h2"}}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Dusk at 6:58 PM","size":"small"}}}
+{"op":"add","path":"/state/sunSchedule","value":{"sunrise":"6:14 AM","sunset":"6:36 PM"}}
+{"op":"add","path":"/elements/info-callout","value":{"type":"Callout","props":{"variant":"info","title":"Morning Tip","description":"Great weather for a morning walk! Carry an umbrella starting tomorrow as afternoon showers return to Namma Bengaluru."}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..45eac9647
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-card","current-weather","separator-1","forecast-section","separator-2","sun-moon-section","callout-tip"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru 🌤️","subtitle":"Today's Weather Brief & 3-Day Outlook"},"children":[]}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["current-weather-top","current-stats-grid"]}}
+{"op":"add","path":"/elements/current-weather-top","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["temp-box","condition-box"]}}
+{"op":"add","path":"/elements/temp-box","value":{"type":"Card","props":{"gap":"xs"},"children":["temp-heading","temp-subtext"]}}
+{"op":"add","path":"/elements/temp-heading","value":{"type":"Heading","props":{"text":"24°C","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/temp-subtext","value":{"type":"TextContent","props":{"text":"Feels like 25°C • High 29° / Low 18°","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/condition-box","value":{"type":"Card","props":{"gap":"xs","align":"end"},"children":["condition-badge","humidity-text"]}}
+{"op":"add","path":"/elements/condition-badge","value":{"type":"Badge","props":{"text":"Partly Cloudy","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/humidity-text","value":{"type":"TextContent","props":{"text":"AQI: 62 (Moderate)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-stats-grid","value":{"type":"Card","props":{"direction":"row","justify":"between","gap":"s"},"children":["stat-wind","stat-humidity","stat-uv"]}}
+{"op":"add","path":"/elements/stat-wind","value":{"type":"Card","props":{"variant":"card","gap":"none","align":"center"},"children":["wind-label","wind-val"]}}
+{"op":"add","path":"/elements/wind-label","value":{"type":"TextContent","props":{"text":"Wind","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/wind-val","value":{"type":"TextContent","props":{"text":"12 km/h WSW","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-humidity","value":{"type":"Card","props":{"variant":"card","gap":"none","align":"center"},"children":["hum-label","hum-val"]}}
+{"op":"add","path":"/elements/hum-label","value":{"type":"TextContent","props":{"text":"Humidity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hum-val","value":{"type":"TextContent","props":{"text":"68%","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-uv","value":{"type":"Card","props":{"variant":"card","gap":"none","align":"center"},"children":["uv-label","uv-val"]}}
+{"op":"add","path":"/elements/uv-label","value":{"type":"TextContent","props":{"text":"UV Index","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uv-val","value":{"type":"TextContent","props":{"text":"6 (Moderate)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"gap":"s"},"children":["forecast-title","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-title","value":{"type":"Heading","props":{"text":"3-Day Forecast","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/forecast","key":"day"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["forecast-day-box","forecast-cond-box","forecast-temp-box"]}}
+{"op":"add","path":"/elements/forecast-day-box","value":{"type":"Card","props":{"gap":"none"},"children":["forecast-day-name","forecast-date"]}}
+{"op":"add","path":"/elements/forecast-day-name","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-cond-box","value":{"type":"Card","props":{"direction":"row","gap":"xs","align":"center"},"children":["forecast-icon","forecast-cond"]}}
+{"op":"add","path":"/elements/forecast-icon","value":{"type":"Tag","props":{"text":{"$item":"icon"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/forecast-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temp-box","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Tomorrow","date":"Thu, Oct 24","condition":"Passing Showers","high":"28°","low":"19°","icon":"🌦️"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Friday","date":"Oct 25","condition":"Scattered Thunderstorms","high":"26°","low":"18°","icon":"⛈️"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Saturday","date":"Oct 26","condition":"Mostly Sunny","high":"29°","low":"19°","icon":"🌤️"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/sun-moon-section","value":{"type":"Card","props":{"gap":"s"},"children":["sun-title","sun-grid"]}}
+{"op":"add","path":"/elements/sun-title","value":{"type":"Heading","props":{"text":"Sun & Solar Schedule","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sun-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["sunrise-card","sunset-card"]}}
+{"op":"add","path":"/elements/sunrise-card","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["sunrise-tag","sunrise-time","sunrise-sub"]}}
+{"op":"add","path":"/elements/sunrise-tag","value":{"type":"Tag","props":{"text":"Sunrise 🌅","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":"06:12 AM","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-sub","value":{"type":"TextContent","props":{"text":"Dawn at 05:51 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-card","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["sunset-tag","sunset-time","sunset-sub"]}}
+{"op":"add","path":"/elements/sunset-tag","value":{"type":"Tag","props":{"text":"Sunset 🌇","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":"06:01 PM","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunset-sub","value":{"type":"TextContent","props":{"text":"Dusk at 06:22 PM • 11h 49m day length","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/callout-tip","value":{"type":"Callout","props":{"variant":"info","title":"Morning Tip","description":"Expect light rain around 2:00 PM tomorrow. Good conditions for a morning walk before midday heat."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..34c400333
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","forecast-section","sun-card","followup-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Morning Weather Brief","subtitle":"Bengaluru, Karnataka • Today's Overview"},"children":[]}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-top","current-stats","current-alert"]}}
+{"op":"add","path":"/elements/current-top","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["temp-block","badge-condition"]}}
+{"op":"add","path":"/elements/temp-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["temp-main","location-sub"]}}
+{"op":"add","path":"/elements/temp-main","value":{"type":"Heading","props":{"text":{"$state":"/current/temp"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/location-sub","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/badge-condition","value":{"type":"Badge","props":{"text":"Pleasant Morning","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/current-stats","value":{"type":"Card","props":{"direction":"row","justify":"between","gap":"s"},"children":["stat-humidity","stat-wind","stat-uv"]}}
+{"op":"add","path":"/elements/stat-humidity","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Humidity","description":{"$state":"/current/humidity"}},"children":[]}}
+{"op":"add","path":"/elements/stat-wind","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Wind","description":{"$state":"/current/wind"}},"children":[]}}
+{"op":"add","path":"/elements/stat-uv","value":{"type":"TextCallout","props":{"variant":"neutral","title":"UV Index","description":{"$state":"/current/uv"}},"children":[]}}
+{"op":"add","path":"/elements/current-alert","value":{"type":"Alert","props":{"title":"Weather Insight","description":"Light morning breeze with clear skies. Perfect conditions for outdoor activities and morning commuting.","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":"24°C","condition":"Partly Cloudy","humidity":"65%","wind":"12 km/h ENE","uv":"Moderate (4)"}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["forecast-heading","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/forecast","key":"day"},"children":["forecast-row"]}}
+{"op":"add","path":"/elements/forecast-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["forecast-day-info","forecast-temp-range"]}}
+{"op":"add","path":"/elements/forecast-day-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["forecast-day-title","forecast-day-cond"]}}
+{"op":"add","path":"/elements/forecast-day-title","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-day-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temp-range","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["forecast-tag"]}}
+{"op":"add","path":"/elements/forecast-tag","value":{"type":"Tag","props":{"text":{"$item":"highLow"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Tomorrow (Thu)","condition":"Scattered Showers","highLow":"28°C / 19°C"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Friday","condition":"Mostly Sunny","highLow":"30°C / 20°C"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Saturday","condition":"Partly Cloudy","highLow":"29°C / 18°C"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sun-heading","sun-times"]}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sun Schedule","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"direction":"row","justify":"around","align":"center"},"children":["sunrise-box","sunset-box"]}}
+{"op":"add","path":"/elements/sunrise-box","value":{"type":"Card","props":{"direction":"column","align":"center","gap":"xs"},"children":["sunrise-label","sunrise-time","sunrise-badge"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunrise"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-badge","value":{"type":"Tag","props":{"text":"Dawn: 06:01 AM","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/sunset-box","value":{"type":"Card","props":{"direction":"column","align":"center","gap":"xs"},"children":["sunset-label","sunset-time","sunset-badge"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunset"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunset-badge","value":{"type":"Tag","props":{"text":"Dusk: 06:51 PM","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"06:22 AM","sunset":"06:31 PM"}}
+{"op":"add","path":"/elements/followup-section","value":{"type":"FollowUpBlock","props":{"items":["item-1","item-2","item-3"]},"children":[]}}
+{"op":"add","path":"/elements/item-1","value":{"type":"FollowUpItem","props":{"text":"Show hourly rain forecast for Bengaluru"},"children":[]}}
+{"op":"add","path":"/elements/item-2","value":{"type":"FollowUpItem","props":{"text":"What is the air quality index (AQI) today?"},"children":[]}}
+{"op":"add","path":"/elements/item-3","value":{"type":"FollowUpItem","props":{"text":"Compare weekend weather with last week"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..80864de1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,76 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","overview-card","largest-expense-card","category-card","expenses-list-card","add-expense-dialog"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","month-selector"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["app-heading","subtitle-text"]}}
+{"op":"add","path":"/elements/app-heading","value":{"type":"Heading","props":{"text":"Personal Budget Tracker","level":"h1"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"text":"Track spending, monitor categories, and manage monthly limits","size":"small"}}}
+{"op":"add","path":"/elements/month-selector","value":{"type":"Select","props":{"name":"monthSelect","value":{"$bindState":"/selectedMonth"},"items":["month-oct","month-nov","month-dec"]},"watch":{"/selectedMonth":{"action":"setState","params":{"statePath":"/monthChangedAlert","value":true}}}}}
+{"op":"add","path":"/elements/month-oct","value":{"type":"SelectItem","props":{"value":"October 2023","label":"October 2023"}}}
+{"op":"add","path":"/elements/month-nov","value":{"type":"SelectItem","props":{"value":"November 2023","label":"November 2023"}}}
+{"op":"add","path":"/elements/month-dec","value":{"type":"SelectItem","props":{"value":"December 2023","label":"December 2023"}}}
+{"op":"add","path":"/state/selectedMonth","value":"November 2023"}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overview-header","progress-bar","budget-details-grid"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["overview-title","budget-status-badge"]}}
+{"op":"add","path":"/elements/overview-title","value":{"type":"CardHeader","props":{"title":"Monthly Budget Status","subtitle":"November 2023 Overview"}}}
+{"op":"add","path":"/elements/budget-status-badge","value":{"type":"Badge","props":{"text":"On Track","variant":"default"}}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":70,"label":"70% of $3,500 Budget Used"}}}
+{"op":"add","path":"/elements/budget-details-grid","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center"},"children":["spent-stat","budget-stat","remaining-stat"]}}
+{"op":"add","path":"/elements/spent-stat","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["spent-label","spent-value"]}}
+{"op":"add","path":"/elements/spent-label","value":{"type":"Label","props":{"text":"Total Spent"}}}
+{"op":"add","path":"/elements/spent-value","value":{"type":"Heading","props":{"text":"$2,450.00","level":"h3"}}}
+{"op":"add","path":"/elements/budget-stat","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["budget-label","budget-value"]}}
+{"op":"add","path":"/elements/budget-label","value":{"type":"Label","props":{"text":"Monthly Limit"}}}
+{"op":"add","path":"/elements/budget-value","value":{"type":"Heading","props":{"text":"$3,500.00","level":"h3"}}}
+{"op":"add","path":"/elements/remaining-stat","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center"},"children":["remaining-label","remaining-value"]}}
+{"op":"add","path":"/elements/remaining-label","value":{"type":"Label","props":{"text":"Remaining"}}}
+{"op":"add","path":"/elements/remaining-value","value":{"type":"Heading","props":{"text":"$1,050.00","level":"h3"}}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-alert","largest-details-card"]}}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"title":"Single Largest Expense","description":"Highest impact item on your budget this month","variant":"warning"}}}
+{"op":"add","path":"/elements/largest-details-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["largest-info","largest-amount-badge"]}}
+{"op":"add","path":"/elements/largest-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["largest-title","largest-meta"]}}
+{"op":"add","path":"/elements/largest-title","value":{"type":"Heading","props":{"text":"Monthly Apartment Rent","level":"h4"}}}
+{"op":"add","path":"/elements/largest-meta","value":{"type":"TextContent","props":{"text":"Category: Housing • Date: Nov 1, 2023","size":"small"}}}
+{"op":"add","path":"/elements/largest-amount-badge","value":{"type":"Tag","props":{"text":"$1,200.00","variant":"danger","size":"lg"}}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-pie-chart"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending Split by Category","subtitle":"Breakdown of November 2023 expenditures"}}}
+{"op":"add","path":"/elements/category-pie-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categories"},"values":{"$state":"/categoryAmounts"},"variant":"donut"}}}
+{"op":"add","path":"/state/categories","value":["Housing","Food & Groceries","Transportation","Utilities","Entertainment","Healthcare"]}
+{"op":"add","path":"/state/categoryAmounts","value":[1200,450,250,180,220,150]}
+{"op":"add","path":"/elements/expenses-list-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expenses-header","expenses-repeat-container"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Recent Expenses","subtitle":"All transactions recorded this month"}}}
+{"op":"add","path":"/elements/expenses-repeat-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["expense-left","expense-right"]}}
+{"op":"add","path":"/elements/expense-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["expense-title","expense-meta"]}}
+{"op":"add","path":"/elements/expense-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/expense-meta","value":{"type":"TextContent","props":{"text":{"$template":"${category} • ${date}"},"size":"small"}}}
+{"op":"add","path":"/elements/expense-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["expense-amount","delete-expense-btn"]}}
+{"op":"add","path":"/elements/expense-amount","value":{"type":"Tag","props":{"text":{"$template":"$${amount}"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/delete-expense-btn","value":{"type":"Button","props":{"label":"✕","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"1","title":"Monthly Apartment Rent","category":"Housing","amount":1200,"date":"Nov 01"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"2","title":"Weekly Supermarket Groceries","category":"Food & Groceries","amount":220,"date":"Nov 05"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"3","title":"Electric & Gas Bill","category":"Utilities","amount":180,"date":"Nov 08"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"4","title":"Monthly Transit Pass","category":"Transportation","amount":150,"date":"Nov 10"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"5","title":"Dinner & Movie Night","category":"Entertainment","amount":120,"date":"Nov 12"}}
+{"op":"add","path":"/elements/add-expense-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Add New Expense","triggerVariant":"default","title":"Add New Expense","description":"Enter details to add a new transaction to this month's budget.","content":["add-expense-form"]}}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"expenseForm","fields":["input-title-ctrl","input-amount-ctrl","input-cat-ctrl","input-date-ctrl"],"buttons":"form-buttons-group"}}}
+{"op":"add","path":"/elements/input-title-ctrl","value":{"type":"FormControl","props":{"label":"Expense Title","input":"input-title","hint":"E.g., Coffee, Groceries, Rent"}}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"title","placeholder":"Enter title","value":{"$bindState":"/newExpenseTitle"}}}}
+{"op":"add","path":"/state/newExpenseTitle","value":""}
+{"op":"add","path":"/elements/input-amount-ctrl","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount","hint":"Numeric value only"}}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpenseAmount"}}}}
+{"op":"add","path":"/state/newExpenseAmount","value":""}
+{"op":"add","path":"/elements/input-cat-ctrl","value":{"type":"FormControl","props":{"label":"Category","input":"input-category"}}}
+{"op":"add","path":"/elements/input-category","value":{"type":"Select","props":{"name":"category","placeholder":"Select Category","value":{"$bindState":"/newExpenseCategory"},"items":["cat-item-1","cat-item-2","cat-item-3","cat-item-4","cat-item-5","cat-item-6"]}}}
+{"op":"add","path":"/elements/cat-item-1","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"}}}
+{"op":"add","path":"/elements/cat-item-2","value":{"type":"SelectItem","props":{"value":"Food & Groceries","label":"Food & Groceries"}}}
+{"op":"add","path":"/elements/cat-item-3","value":{"type":"SelectItem","props":{"value":"Transportation","label":"Transportation"}}}
+{"op":"add","path":"/elements/cat-item-4","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"}}}
+{"op":"add","path":"/elements/cat-item-5","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"}}}
+{"op":"add","path":"/elements/cat-item-6","value":{"type":"SelectItem","props":{"value":"Healthcare","label":"Healthcare"}}}
+{"op":"add","path":"/state/newExpenseCategory","value":"Food & Groceries"}
+{"op":"add","path":"/elements/input-date-ctrl","value":{"type":"FormControl","props":{"label":"Date","input":"input-date"}}}
+{"op":"add","path":"/elements/input-date","value":{"type":"Input","props":{"name":"date","placeholder":"e.g. Nov 14","value":{"$bindState":"/newExpenseDate"}}}}
+{"op":"add","path":"/state/newExpenseDate","value":"Nov 14"}
+{"op":"add","path":"/elements/form-buttons-group","value":{"type":"Buttons","props":{"direction":"row"},"children":["submit-expense-btn"]}}
+{"op":"add","path":"/elements/submit-expense-btn","value":{"type":"Button","props":{"label":"Save Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","title":{"$state":"/newExpenseTitle"},"amount":{"$state":"/newExpenseAmount"},"category":{"$state":"/newExpenseCategory"},"date":{"$state":"/newExpenseDate"}},"clearStatePath":"/newExpenseTitle"}}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..98d96e5d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","overview-card","month-selector-card","add-expense-card","charts-row","largest-expense-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Personal Budget Check","level":"h1"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"March 2025 Summary","variant":"secondary"}}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overview-header","spending-progress","overview-details"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"CardHeader","props":{"title":"Monthly Budget Overview","subtitle":"Total spent vs. target allowance for the selected month"}}}
+{"op":"add","path":"/elements/spending-progress","value":{"type":"Progress","props":{"value":78,"label":"$2,340.00 spent of $3,000.00 budget (78%)"}}}
+{"op":"add","path":"/elements/overview-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center","gap":"m"},"children":["stat-total","stat-remaining","stat-daily"]}}
+{"op":"add","path":"/elements/stat-total","value":{"type":"TextContent","props":{"text":"**Total Spent**\n# $2,340.00","size":"default"}}}
+{"op":"add","path":"/elements/stat-remaining","value":{"type":"TextContent","props":{"text":"**Remaining**\n# $660.00","size":"default"}}}
+{"op":"add","path":"/elements/stat-daily","value":{"type":"TextContent","props":{"text":"**Daily Avg**\n# $75.48","size":"default"}}}
+{"op":"add","path":"/elements/month-selector-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["month-selector-label","month-select-form"]}}
+{"op":"add","path":"/elements/month-selector-label","value":{"type":"TextContent","props":{"text":"**Select Month to Review**\nView historical spending or current target","size":"small"}}}
+{"op":"add","path":"/elements/month-select-form","value":{"type":"Select","props":{"name":"selectedMonth","value":{"$bindState":"/selectedMonth"},"items":["opt-jan","opt-feb","opt-mar","opt-apr"],"placeholder":"Select Month","size":"medium"}}}
+{"op":"add","path":"/elements/opt-jan","value":{"type":"SelectItem","props":{"value":"january","label":"January 2025"}}}
+{"op":"add","path":"/elements/opt-feb","value":{"type":"SelectItem","props":{"value":"february","label":"February 2025"}}}
+{"op":"add","path":"/elements/opt-mar","value":{"type":"SelectItem","props":{"value":"march","label":"March 2025"}}}
+{"op":"add","path":"/elements/opt-apr","value":{"type":"SelectItem","props":{"value":"april","label":"April 2025"}}}
+{"op":"add","path":"/state/selectedMonth","value":"march"}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-alert","largest-details"]}}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"title":"Single Largest Expense Highlight","description":"Your highest individual outlay recorded for March 2025","variant":"warning"}}}
+{"op":"add","path":"/elements/largest-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["largest-info","largest-amount-badge"]}}
+{"op":"add","path":"/elements/largest-info","value":{"type":"TextContent","props":{"text":"**Apartment Rent**  \nCategory: Housing • Date: Mar 1, 2025","size":"large"}}}
+{"op":"add","path":"/elements/largest-amount-badge","value":{"type":"Badge","props":{"text":"$1,200.00","variant":"destructive"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["charts-header","category-pie-chart"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"CardHeader","props":{"title":"Spending Split by Category","subtitle":"Distribution of expenses across major buckets"}}}
+{"op":"add","path":"/elements/category-pie-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categories"},"values":{"$state":"/categoryAmounts"},"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/state/categories","value":["Housing","Groceries","Utilities","Entertainment","Transport","Dining Out"]}
+{"op":"add","path":"/state/categoryAmounts","value":[1200,420,210,180,150,180]}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-expense-header","add-expense-form","expense-success-callout"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add New Expense","subtitle":"Log a transaction to automatically update your monthly budget stats"}}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"expenseForm","buttons":"form-buttons","fields":["field-title","field-amount","field-category","field-date"]}}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Expense Description","input":"input-title","hint":"e.g. Weekly Grocery Run"}}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"title","placeholder":"Enter item or service name","type":"text","value":{"$bindState":"/newExpense/title"}}}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"}}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}}}}
+{"op":"add","path":"/elements/field-category","value":{"type":"FormControl","props":{"label":"Category","input":"input-category"}}}
+{"op":"add","path":"/elements/input-category","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newExpense/category"},"items":["cat-housing","cat-groceries","cat-utilities","cat-entertainment","cat-transport","cat-dining"],"placeholder":"Select category"}}}
+{"op":"add","path":"/elements/cat-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"}}}
+{"op":"add","path":"/elements/cat-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"}}}
+{"op":"add","path":"/elements/cat-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"}}}
+{"op":"add","path":"/elements/cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"}}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"}}}
+{"op":"add","path":"/elements/cat-dining","value":{"type":"SelectItem","props":{"value":"Dining Out","label":"Dining Out"}}}
+{"op":"add","path":"/elements/field-date","value":{"type":"FormControl","props":{"label":"Date","input":"input-date"}}}
+{"op":"add","path":"/elements/input-date","value":{"type":"DatePicker","props":{"name":"date","mode":"single"}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit","btn-clear"]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Save Expense","variant":"primary","type":"normal"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","title":{"$state":"/newExpense/title"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense/title"}}}}}
+{"op":"add","path":"/elements/btn-clear","value":{"type":"Button","props":{"label":"Reset","variant":"tertiary","type":"normal"},"on":{"press":{"action":"setState","params":{"statePath":"/newExpense/amount","value":""}}}}}
+{"op":"add","path":"/elements/expense-success-callout","value":{"type":"Callout","props":{"variant":"info","title":"Tip","description":"Adding expenses instantly updates your category totals and spending progress."}}}
+{"op":"add","path":"/state/newExpense","value":{"title":"","amount":"","category":"Groceries"}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-1","title":"Apartment Rent","amount":1200,"category":"Housing","date":"2025-03-01"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-2","title":"Whole Foods Market","amount":185,"category":"Groceries","date":"2025-03-04"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-3","title":"Electric & Power Bill","amount":140,"category":"Utilities","date":"2025-03-10"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"exp-4","title":"Concert Tickets","amount":180,"category":"Entertainment","date":"2025-03-14"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..7472341d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","overview-card","month-selector-card","add-expense-card","charts-card","largest-expense-card","transactions-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"CardHeader","props":{"title":"Personal Budget Tracker","subtitle":"Monitor monthly spending, manage budgets, and record expenses"},"children":[]}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["overview-title","progress-item","overview-stats-row"]}}
+{"op":"add","path":"/elements/overview-title","value":{"type":"Heading","props":{"text":"Monthly Budget Progress","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/progress-item","value":{"type":"Progress","props":{"value":68,"label":"68% of $4,500 Budget Used"},"children":[]}}
+{"op":"add","path":"/elements/overview-stats-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["stat-spent","stat-budget","stat-remaining"]}}
+{"op":"add","path":"/elements/stat-spent","value":{"type":"TextContent","props":{"text":"**Total Spent:** $3,080.00","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/stat-budget","value":{"type":"TextContent","props":{"text":"**Budget Limit:** $4,500.00","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/stat-remaining","value":{"type":"TextContent","props":{"text":"**Remaining:** $1,420.00","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/month-selector-card","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk","gap":"m"},"children":["month-label","month-select-control"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"**Select Month to View:**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-select-control","value":{"type":"Select","props":{"name":"monthSelect","value":{"$bindState":"/selectedMonth"},"items":["opt-oct","opt-nov","opt-dec"]},"children":[]}}
+{"op":"add","path":"/elements/opt-oct","value":{"type":"SelectItem","props":{"value":"October 2023","label":"October 2023"},"children":[]}}
+{"op":"add","path":"/elements/opt-nov","value":{"type":"SelectItem","props":{"value":"November 2023","label":"November 2023"},"children":[]}}
+{"op":"add","path":"/elements/opt-dec","value":{"type":"SelectItem","props":{"value":"December 2023","label":"December 2023"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"October 2023"}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["largest-alert","largest-details-card"]}}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"title":"Single Largest Expense","description":"Highest single transaction recorded for the current month","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/largest-details-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["largest-info","largest-badge"]}}
+{"op":"add","path":"/elements/largest-info","value":{"type":"TextContent","props":{"text":"**Rent & Mortgage Payment**\nCategory: Housing • Date: Oct 1, 2023","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/largest-badge","value":{"type":"Badge","props":{"text":"$1,450.00","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/charts-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["charts-title","category-pie-chart"]}}
+{"op":"add","path":"/elements/charts-title","value":{"type":"Heading","props":{"text":"Spending Split by Category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/category-pie-chart","value":{"type":"PieChart","props":{"labels":["Housing","Food & Dining","Utilities","Transportation","Entertainment"],"values":[1450,520,310,250,550],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["add-expense-title","add-expense-form"]}}
+{"op":"add","path":"/elements/add-expense-title","value":{"type":"Heading","props":{"text":"Add New Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"expenseForm","fields":["field-title","field-amount","field-category"],"buttons":"add-btn-group"},"children":[]}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Expense Description","input":"input-title"},"children":[]}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"title","placeholder":"e.g. Grocery Shopping","value":{"$bindState":"/newExpense/title"}},"children":[]}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/field-category","value":{"type":"FormControl","props":{"label":"Category","input":"select-category"},"children":[]}}
+{"op":"add","path":"/elements/select-category","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newExpense/category"},"items":["cat-housing","cat-food","cat-utilities","cat-transport","cat-entertainment"]},"children":[]}}
+{"op":"add","path":"/elements/cat-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/cat-food","value":{"type":"SelectItem","props":{"value":"Food & Dining","label":"Food & Dining"},"children":[]}}
+{"op":"add","path":"/elements/cat-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transportation","label":"Transportation"},"children":[]}}
+{"op":"add","path":"/elements/cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/add-btn-group","value":{"type":"Buttons","props":{"buttons":["submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","title":{"$state":"/newExpense/title"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":"Oct 24, 2023"},"clearStatePath":"/newExpense/title"}}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"title":"","amount":"","category":"Food & Dining"}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["transactions-title","transactions-list"]}}
+{"op":"add","path":"/elements/transactions-title","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/expenses","key":"id"},"children":["transaction-item"]}}
+{"op":"add","path":"/elements/transaction-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["tx-info","tx-right"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"TextContent","props":{"text":{"$template":"**${title}**\n${category} • ${date}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tx-right","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"clear"},"children":["tx-amount","tx-delete-btn"]}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"Tag","props":{"text":{"$template":"$${amount}"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/tx-delete-btn","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"1","title":"Rent & Mortgage Payment","amount":1450,"category":"Housing","date":"Oct 01, 2023"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"2","title":"Concert Tickets","amount":550,"category":"Entertainment","date":"Oct 12, 2023"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"3","title":"Weekly Grocery Market","amount":520,"category":"Food & Dining","date":"Oct 15, 2023"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"4","title":"Electric & Water Bill","amount":310,"category":"Utilities","date":"Oct 18, 2023"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"5","title":"Monthly Transit Pass","amount":250,"category":"Transportation","date":"Oct 20, 2023"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..e9b21d832
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","overview-grid","month-filter-card","expenses-tabs","add-expense-drawer"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["header-content"]}}
+{"op":"add","path":"/elements/header-content","value":{"type":"CardHeader","props":{"title":"Personal Budget Tracker","subtitle":"Monitor monthly spending, categories, and top expenses"}}}
+{"op":"add","path":"/elements/overview-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["total-budget-card","top-expense-card"]}}
+{"op":"add","path":"/elements/total-budget-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["budget-heading","budget-progress","budget-details"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":{"$template":"${/selectedMonth} Total Spent"},"level":"h3"}}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":78,"label":"$2,740.50 of $3,500.00 budget (78%)"}}}
+{"op":"add","path":"/elements/budget-details","value":{"type":"TextContent","props":{"text":"**Remaining:** $759.50 | **Daily Avg:** $91.35","size":"small"}}}
+{"op":"add","path":"/elements/top-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-expense-heading","top-expense-alert","top-expense-meta"]}}
+{"op":"add","path":"/elements/top-expense-heading","value":{"type":"Heading","props":{"text":"Largest Single Expense","level":"h3"}}}
+{"op":"add","path":"/elements/top-expense-alert","value":{"type":"Alert","props":{"title":"$1,250.00 — Apartment Rent","description":"Category: Housing & Utilities • Paid on Oct 1, 2023","variant":"warning"}}}
+{"op":"add","path":"/elements/top-expense-meta","value":{"type":"Badge","props":{"text":"35.7% of total monthly spend","variant":"destructive"}}}
+{"op":"add","path":"/state/selectedMonth","value":"October 2023"}
+{"op":"add","path":"/elements/month-filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["month-label","month-select"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"**Selected Billing Cycle:**","size":"default"}}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"monthSelect","value":{"$bindState":"/selectedMonth"},"items":["select-oct","select-sep","select-aug"],"size":"medium"}}}
+{"op":"add","path":"/elements/select-oct","value":{"type":"SelectItem","props":{"value":"October 2023","label":"October 2023 (Current)"}}}
+{"op":"add","path":"/elements/select-sep","value":{"type":"SelectItem","props":{"value":"September 2023","label":"September 2023"}}}
+{"op":"add","path":"/elements/select-aug","value":{"type":"SelectItem","props":{"value":"August 2023","label":"August 2023"}}}
+{"op":"add","path":"/elements/expenses-tabs","value":{"type":"Tabs","props":{"items":["tab-chart","tab-table"]}}}
+{"op":"add","path":"/elements/tab-chart","value":{"type":"TabItem","props":{"value":"chart","trigger":"Category Breakdown","content":["chart-card"]}}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-title","pie-chart-spending"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Spending Split by Category","level":"h4"}}}
+{"op":"add","path":"/elements/pie-chart-spending","value":{"type":"PieChart","props":{"labels":["Housing","Food & Dining","Transportation","Entertainment","Shopping","Health"],"values":[1250,540,320,210,270.5,150],"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/elements/tab-table","value":{"type":"TabItem","props":{"value":"list","trigger":"Expense Log","content":["table-card"]}}}
+{"op":"add","path":"/elements/table-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-table"]}}
+{"op":"add","path":"/elements/expense-table","value":{"type":"Table","props":{"columns":["col-title","col-category","col-amount","col-date"]}}}
+{"op":"add","path":"/elements/col-title","value":{"type":"Col","props":{"label":"Description","data":{"$state":"/expenseTitles"},"type":"string"}}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/expenseCategories"},"type":"string"}}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount ($)","data":{"$state":"/expenseAmounts"},"type":"number"}}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/expenseDates"},"type":"string"}}}
+{"op":"add","path":"/state/expenseTitles","value":["Apartment Rent","Grocery Superstore","Gas Station","Dining & Drinks","Streaming Services","Gym Membership"]}
+{"op":"add","path":"/state/expenseCategories","value":["Housing & Utilities","Food & Dining","Transportation","Food & Dining","Entertainment","Health"]}
+{"op":"add","path":"/state/expenseAmounts","value":[1250,380,120,160,45,100]}
+{"op":"add","path":"/state/expenseDates","value":["Oct 01, 2023","Oct 04, 2023","Oct 07, 2023","Oct 12, 2023","Oct 15, 2023","Oct 18, 2023"]}
+{"op":"add","path":"/elements/add-expense-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"+ Add New Expense","title":"Record a New Expense","description":"Add a recent transaction to your current month's budget tracker.","content":["expense-form"]}}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpenseForm","buttons":"form-buttons","fields":["field-title","field-amount","field-category","field-date"]}}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Expense Title","input":"input-title","hint":"e.g. Grocery store, Gas, Utilities"}}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"title","placeholder":"Enter description","value":{"$bindState":"/newExpense/title"}}}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"}}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}}}}
+{"op":"add","path":"/elements/field-category","value":{"type":"FormControl","props":{"label":"Category","input":"select-category"}}}
+{"op":"add","path":"/elements/select-category","value":{"type":"Select","props":{"name":"category","placeholder":"Select category","value":{"$bindState":"/newExpense/category"},"items":["cat-housing","cat-food","cat-transport","cat-ent","cat-shop","cat-health"]}}}
+{"op":"add","path":"/elements/cat-housing","value":{"type":"SelectItem","props":{"value":"Housing & Utilities","label":"Housing & Utilities"}}}
+{"op":"add","path":"/elements/cat-food","value":{"type":"SelectItem","props":{"value":"Food & Dining","label":"Food & Dining"}}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transportation","label":"Transportation"}}}
+{"op":"add","path":"/elements/cat-ent","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"}}}
+{"op":"add","path":"/elements/cat-shop","value":{"type":"SelectItem","props":{"value":"Shopping","label":"Shopping"}}}
+{"op":"add","path":"/elements/cat-health","value":{"type":"SelectItem","props":{"value":"Health","label":"Health"}}}
+{"op":"add","path":"/elements/field-date","value":{"type":"FormControl","props":{"label":"Transaction Date","input":"input-date"}}}
+{"op":"add","path":"/elements/input-date","value":{"type":"DatePicker","props":{"name":"date","mode":"single"}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Save Expense","variant":"primary","type":"normal"},"on":{"press":{"action":"pushState","params":{"statePath":"/expensesList","value":{"id":"$id","title":{"$state":"/newExpense/title"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense/title"}}}}}
+{"op":"add","path":"/state/newExpense","value":{"title":"","amount":"","category":""}}
+{"op":"add","path":"/state/expensesList","value":[]}
+{"op":"add","path":"/state/expensesList/0","value":{"id":"1","title":"Apartment Rent","amount":1250,"category":"Housing & Utilities"}}
+{"op":"add","path":"/state/expensesList/1","value":{"id":"2","title":"Grocery Superstore","amount":380,"category":"Food & Dining"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..ec72a3e0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","special-callout","filter-card","menu-tabs","hours-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["title-heading","subtitle-text"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"☕ Artisan Corner Café","level":"h1"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"text":"Freshly brewed coffee, artisanal pastries & delicious lunch","size":"default"}}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"🌟 Today's Special: Honey Lavender Cold Brew & Avocado Tartine","description":"Hand-crafted lavender syrup with slow-steeped cold brew, paired with sourdough avocado toast topped with microgreens. Special price: $12.50 (Save $2.50)"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["filter-switch-group"]}}
+{"op":"add","path":"/elements/filter-switch-group","value":{"type":"SwitchGroup","props":{"name":"vegFilter","items":["veg-switch"]}}}
+{"op":"add","path":"/elements/veg-switch","value":{"type":"SwitchItem","props":{"label":"🌱 Show Vegetarian Items Only","description":"Filter menu to display vegetarian-friendly selections","name":"vegOnly","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$state":"/vegOnly","not":true}}}}}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/menu-tabs","value":{"type":"Tabs","props":{"items":["tab-drinks","tab-food"]}}}
+{"op":"add","path":"/elements/tab-drinks","value":{"type":"TabItem","props":{"value":"drinks","trigger":"☕ Drinks & Beverages","content":["drinks-list"]}}}
+{"op":"add","path":"/elements/tab-food","value":{"type":"TabItem","props":{"value":"food","trigger":"🥪 Food & Bakery","content":["food-list"]}}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
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+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-title-row","drink-desc"]}}
+{"op":"add","path":"/elements/drink-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["drink-name","drink-veg-badge"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/drink-veg-badge","value":{"type":"Badge","props":{"text":"🌱 Veg","variant":"secondary"},"visible":{"$item":"isVeg"}}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"}}}
+{"op":"add","path":"/elements/drink-price-tag","value":{"type":"Tag","props":{"text":{"$template":"$${price}"},"variant":"info","size":"lg"}}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso Single/Double","description":"Rich and concentrated dark roast espresso shot","price":"3.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Oat Milk Oat Latte","description":"Creamy oat milk paired with our signature espresso blend","price":"5.25","isVeg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Matcha Green Tea Latte","description":"Ceremonial grade Japanese matcha whisked with steamed almond milk","price":"5.75","isVeg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Honey Lavender Cold Brew","description":"Slow-steeped cold brew with house-made honey lavender syrup","price":"5.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Chai Tea Latte","description":"Spiced black tea infused with cinnamon, cardamom, and steamed milk","price":"4.95","isVeg":true}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"isVeg"}]},"children":["food-info","food-price-tag"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-title-row","food-desc"]}}
+{"op":"add","path":"/elements/food-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["food-name","food-veg-badge"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/food-veg-badge","value":{"type":"Badge","props":{"text":"🌱 Veg","variant":"secondary"},"visible":{"$item":"isVeg"}}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"}}}
+{"op":"add","path":"/elements/food-price-tag","value":{"type":"Tag","props":{"text":{"$template":"$${price}"},"variant":"info","size":"lg"}}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast Tartine","description":"Sourdough bread, smashed avocado, cherry tomatoes, microgreens & chili flakes","price":"9.50","isVeg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Turkey Bacon & Cheddar Panini","description":"Smoked turkey breast, crispy bacon, aged cheddar, and pesto mayonnaise","price":"11.00","isVeg":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Mediterranean Quinoa Bowl","description":"Fluffy quinoa, cucumber, kalamata olives, feta, hummus, and lemon tahini dressing","price":"12.25","isVeg":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Prosciutto & Mozzarella Croissant","description":"Flaky butter croissant stuffed with prosciutto, fresh mozzarella, and arugula","price":"8.75","isVeg":false}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Spinach & Feta Pastry Pinwheel","description":"Warm puff pastry filled with sautéed spinach, Greek feta, and herbs","price":"6.50","isVeg":true}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["hours-header","hours-table"]}}
+{"op":"add","path":"/elements/hours-header","value":{"type":"CardHeader","props":{"title":"🕒 Opening Hours","subtitle":"Visit us or place an order during working hours"}}}
+{"op":"add","path":"/elements/hours-table","value":{"type":"Table","props":{"columns":["col-days","col-hours","col-status"]}}}
+{"op":"add","path":"/elements/col-days","value":{"type":"Col","props":{"label":"Day","data":["Monday - Thursday","Friday","Saturday","Sunday"],"type":"string"}}}
+{"op":"add","path":"/elements/col-hours","value":{"type":"Col","props":{"label":"Hours","data":["7:00 AM – 6:00 PM","7:00 AM – 8:00 PM","8:00 AM – 8:00 PM","8:00 AM – 5:00 PM"],"type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Kitchen","data":["Full Menu","Full Menu","Brunch Specials","Brunch Specials"],"type":"string"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..5fa4db68b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-section","hours-callout","special-card","filter-card","menu-tabs"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"CardHeader","props":{"title":"☕ Artisan Roastery & Cafe","subtitle":"Freshly brewed coffee, artisanal pastries & wholesome meals"},"children":[]}}
+{"op":"add","path":"/elements/hours-callout","value":{"type":"Callout","props":{"variant":"info","title":"Opening Hours","description":"Mon – Fri: 7:00 AM – 6:00 PM  |  Sat – Sun: 8:00 AM – 8:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/special-card","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["special-badge","special-title","special-desc","special-price"]}}
+{"op":"add","path":"/elements/special-badge","value":{"type":"Badge","props":{"text":"🌟 Today's Special","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/special-title","value":{"type":"Heading","props":{"text":"Matcha Lavender Latte & Avocado Croissant","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/special-desc","value":{"type":"TextContent","props":{"text":"Ceremonial grade Uji matcha infused with organic lavender syrup, paired with a freshly baked flakey croissant topped with smashed avocado, microgreens & chili flakes.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/special-price","value":{"type":"Tag","props":{"text":"Special Combo: $12.50","variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between"},"children":["filter-switch"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"vegFilter","items":["veg-switch-item"]},"children":[]}}
+{"op":"add","path":"/elements/veg-switch-item","value":{"type":"SwitchItem","props":{"label":"🌱 Show Vegetarian Items Only","name":"vegOnly"},"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$bindState":"/vegOnly"}}}},"children":[]}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/menu-tabs","value":{"type":"Tabs","props":{"items":["tab-drinks","tab-food"]},"children":[]}}
+{"op":"add","path":"/elements/tab-drinks","value":{"type":"TabItem","props":{"value":"drinks","trigger":"☕ Drinks","content":["drinks-list"]},"children":[]}}
+{"op":"add","path":"/elements/tab-food","value":{"type":"TabItem","props":{"value":"food","trigger":"🥐 Food","content":["food-list"]},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegOnly","eq":false},{"$item":"isVeg","eq":true}]},"children":["drink-info","drink-meta"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["drink-title-row","drink-desc"]}}
+{"op":"add","path":"/elements/drink-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"xs"},"children":["drink-name","drink-veg-tag"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/drink-veg-tag","value":{"type":"Badge","props":{"text":"🌱 Veg","variant":"secondary"},"visible":{"$item":"isVeg"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-meta","value":{"type":"Tag","props":{"text":{"$item":"price"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","description":"Rich and bold single shot roasted in-house","price":"$3.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Oat Milk Latte","description":"Creamy steamed oat milk with espresso","price":"$5.25","isVeg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Iced Caramel Macchiato","description":"Espresso, fresh milk, vanilla & buttery caramel drizzle","price":"$5.75","isVeg":false}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Cold Brew Float","description":"24hr slow cold brew topped with vanilla bean ice cream","price":"$6.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Golden Turmeric Tea","description":"Anti-inflammatory blend of turmeric, ginger & honey","price":"$4.50","isVeg":true}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegOnly","eq":false},{"$item":"isVeg","eq":true}]},"children":["food-info","food-meta"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["food-title-row","food-desc"]}}
+{"op":"add","path":"/elements/food-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"xs"},"children":["food-name","food-veg-tag"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/food-veg-tag","value":{"type":"Badge","props":{"text":"🌱 Veg","variant":"secondary"},"visible":{"$item":"isVeg"},"children":[]}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-meta","value":{"type":"Tag","props":{"text":{"$item":"price"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Smokey Bacon & Egg Roll","description":"Crispy hardwood bacon, fried egg & house relish on brioche","price":"$9.50","isVeg":false}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Avocado & Feta Toast","description":"Sourdough, smashed avocado, Danish feta, seeds & chili oil","price":"$11.00","isVeg":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Truffle Mushroom Panini","description":"Wild roasted mushrooms, Swiss cheese & truffle aioli","price":"$12.50","isVeg":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Prosciutto & Fig Focaccia","description":"Aged prosciutto, fresh figs, arugula & balsamic glaze","price":"$13.50","isVeg":false}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Acai Smoothie Bowl","description":"Organic acai topped with chia, banana, berries & granola","price":"$10.50","isVeg":true}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..da9871f1c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special-callout","filter-card","menu-tabs","hours-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☕ The Daily Grind Café","subtitle":"Freshly brewed coffee, organic teas, & artisanal bites"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"warning","title":"🌟 Today's Special: Honey Lavender Cold Brew","description":"House-made lavender syrup, cold brew espresso, oat milk, and a sprinkle of organic honeycomb. — $6.50"},"children":[]}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk","gap":"m"},"children":["filter-label","filter-switch"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"🌱 **Show Vegetarian Items Only**"},"children":[]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"vegFilter","items":["veg-toggle"]},"children":[]}}
+{"op":"add","path":"/elements/veg-toggle","value":{"type":"SwitchItem","props":{"label":"Vegetarian","name":"vegOnly"},"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$state":"/vegOnly","not":true}}}},"children":[]}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/menu-tabs","value":{"type":"Tabs","props":{"items":["drinks-tab","food-tab"]},"children":[]}}
+{"op":"add","path":"/elements/drinks-tab","value":{"type":"TabItem","props":{"value":"drinks","trigger":"☕ Drinks","content":["drinks-list"]},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"isVeg"}]},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["drink-name","drink-desc"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** ${isVeg ? '🌱' : ''}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$template":"$${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","desc":"Rich and bold double shot","price":"3.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Oat Milk Latte","desc":"Creamy espresso with steamed oat milk","price":"5.25","isVeg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Matcha Green Tea Latte","desc":"Ceremonial grade matcha with almond milk","price":"5.75","isVeg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Caramel Macchiato","desc":"Espresso with steamed whole milk and vanilla syrup","price":"5.50","isVeg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Cold Brew Float","desc":"Slow-steeped cold brew with vanilla gelato","price":"6.25","isVeg":true}}
+{"op":"add","path":"/elements/food-tab","value":{"type":"TabItem","props":{"value":"food","trigger":"🥪 Food","content":["food-list"]},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"isVeg"}]},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["food-name","food-desc"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** ${isVeg ? '🌱' : ''}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Badge","props":{"text":{"$template":"$${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","desc":"Sourdough, smashed avocado, radishes & chili flakes","price":"9.50","isVeg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Turkey & Pesto Panini","desc":"Roasted turkey, basil pesto, mozzarella & tomato","price":"11.00","isVeg":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Spinach & Feta Wrap","desc":"Warm tortilla, baby spinach, feta & scrambled eggs","price":"8.75","isVeg":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Smoked Salmon Bagel","desc":"Everything bagel, cream cheese, capers & red onion","price":"12.50","isVeg":false}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Acai Bowl","desc":"Organic acai, granola, fresh berries & honey drizzle","price":"10.25","isVeg":true}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["hours-title","hours-detail"]}}
+{"op":"add","path":"/elements/hours-title","value":{"type":"Heading","props":{"text":"🕒 Opening Hours","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/hours-detail","value":{"type":"TextContent","props":{"text":"• **Mon – Fri:** 7:00 AM – 6:00 PM\n• **Sat – Sun:** 8:00 AM – 5:00 PM"},"size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..8044e303b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special-callout","filter-card","menu-tabs","hours-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"☕ Artisan Roastery & Cafe","level":"h1"}}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Freshly brewed coffee, organic teas, and freshly baked goods daily.","size":"small"}}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"🌟 Today's Special: Maple Pecan Latte & Avocado Toast Combo","description":"Get our signature Maple Pecan Latte with seasonal spice, paired with sourdough avocado toast topped with hemp seeds and chili flakes. Only $12.50!"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["filter-switch"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"vegFilter","items":["veg-toggle"]}}}
+{"op":"add","path":"/elements/veg-toggle","value":{"type":"SwitchItem","props":{"label":"🌱 Vegetarian / Plant-Based Items Only","description":"Hide items containing meat or poultry","name":"vegOnly"}}}
+{"op":"add","path":"/elements/menu-tabs","value":{"type":"Tabs","props":{"items":["drinks-tab","food-tab"]}}}
+{"op":"add","path":"/elements/drinks-tab","value":{"type":"TabItem","props":{"value":"drinks","trigger":"☕ Drinks","content":["drinks-list"]}}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"isVeg"}]},"children":["drink-header","drink-desc-row"]}}
+{"op":"add","path":"/elements/drink-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["drink-title-tags","drink-price"]}}
+{"op":"add","path":"/elements/drink-title-tags","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["drink-name","drink-veg-badge"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/drink-veg-badge","value":{"type":"Badge","props":{"text":"🌱 Veg","variant":"secondary"},"visible":{"$item":"isVeg"}}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"default"}}}
+{"op":"add","path":"/elements/drink-desc-row","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"}}}
+{"op":"add","path":"/elements/food-tab","value":{"type":"TabItem","props":{"value":"food","trigger":"🥪 Food & Bakery","content":["food-list"]}}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"isVeg"}]},"children":["food-header","food-desc-row"]}}
+{"op":"add","path":"/elements/food-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["food-title-tags","food-price"]}}
+{"op":"add","path":"/elements/food-title-tags","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["food-name","food-veg-badge"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r1.txt
new file mode 100644
index 000000000..566dc8ef4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r1.txt
@@ -0,0 +1,71 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r2.txt
new file mode 100644
index 000000000..2ff7c7337
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r2.txt
@@ -0,0 +1,64 @@
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+{"op":"add","path":"/elements/register-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Complete Registration","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/formSubmitted","value":true}}}}}
+{"op":"add","path":"/state/reg","value":{"fullName":"","email":"","tier":"main"}}
+{"op":"add","path":"/state/formSubmitted","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..cfff52361
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r3.txt
@@ -0,0 +1,78 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hero-section","stats-bar","main-tabs"]}}
+{"op":"add","path":"/elements/hero-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"center","justify":"center"},"children":["badge-year","heading-title","text-hero-details"]}}
+{"op":"add","path":"/elements/badge-year","value":{"type":"Badge","props":{"text":"ANNUAL TECH SUMMIT 2025","variant":"default"}}}
+{"op":"add","path":"/elements/heading-title","value":{"type":"Heading","props":{"text":"Future of AI & Web Architecture","level":"h1"}}}
+{"op":"add","path":"/elements/text-hero-details","value":{"type":"TextContent","props":{"text":"**Date:** October 24–26, 2025  |  **Venue:** Moscone Center, San Francisco, CA & Online","size":"large"}}}
+{"op":"add","path":"/elements/stats-bar","value":{"type":"Card","props":{"direction":"row","gap":"l","justify":"around","align":"center"},"children":["countdown-stat","location-stat","attendee-stat"]}}
+{"op":"add","path":"/elements/countdown-stat","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["countdown-label","countdown-value"]}}
+{"op":"add","path":"/elements/countdown-label","value":{"type":"Label","props":{"text":"DAYS REMAINING"}}}
+{"op":"add","path":"/elements/countdown-value","value":{"type":"Heading","props":{"text":{"$state":"/daysRemaining"},"level":"h2"}}}
+{"op":"add","path":"/state/daysRemaining","value":"42"}
+{"op":"add","path":"/elements/location-stat","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["location-label","location-value"]}}
+{"op":"add","path":"/elements/location-label","value":{"type":"Label","props":{"text":"LOCATION"}}}
+{"op":"add","path":"/elements/location-value","value":{"type":"Heading","props":{"text":"San Francisco, CA","level":"h3"}}}
+{"op":"add","path":"/elements/attendee-stat","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["attendee-label","attendee-value"]}}
+{"op":"add","path":"/elements/attendee-label","value":{"type":"Label","props":{"text":"EXPECTED ATTENDEES"}}}
+{"op":"add","path":"/elements/attendee-value","value":{"type":"Heading","props":{"text":"1,500+","level":"h3"}}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-agenda","tab-speakers","tab-tickets","tab-register"]}}}
+{"op":"add","path":"/elements/tab-agenda","value":{"type":"TabItem","props":{"value":"agenda","trigger":"Agenda","content":["agenda-card"]}}}
+{"op":"add","path":"/elements/agenda-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["agenda-header","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-header","value":{"type":"CardHeader","props":{"title":"Conference Schedule","subtitle":"Keynotes, technical sessions, and networking events"}}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-item-card"]}}
+{"op":"add","path":"/elements/agenda-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["agenda-time-badge","agenda-details"]}}
+{"op":"add","path":"/elements/agenda-time-badge","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"info"}}}
+{"op":"add","path":"/elements/agenda-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["agenda-title","agenda-speaker"]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/agenda-speaker","value":{"type":"TextContent","props":{"text":{"$template":"Speaker: ${speaker} • ${location}"},"size":"small"}}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"a1","time":"09:00 AM","title":"Keynote: Building Scalable Autonomous Systems","speaker":"Dr. Elena Rostova","location":"Main Auditorium"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"a2","time":"10:30 AM","title":"The Next Decade of Web Architecture & Edge Computing","speaker":"Marcus Vance","location":"Hall B"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"a3","time":"01:00 PM","title":"Generative UI and Dynamic Interface Design","speaker":"Aria Chen","location":"Workshop Room 1"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"a4","time":"03:30 PM","title":"Panel Discussion: Ethics and AI Regulation","speaker":"Various Industry Leaders","location":"Main Auditorium"}}
+{"op":"add","path":"/elements/tab-speakers","value":{"type":"TabItem","props":{"value":"speakers","trigger":"Speakers","content":["speakers-card"]}}}
+{"op":"add","path":"/elements/speakers-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["speakers-header","speakers-list"]}}
+{"op":"add","path":"/elements/speakers-header","value":{"type":"CardHeader","props":{"title":"Featured Speakers","subtitle":"Learn from pioneers shaping the tech industry"}}}
+{"op":"add","path":"/elements/speakers-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/speakers","key":"id"},"children":["speaker-row"]}}
+{"op":"add","path":"/elements/speaker-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["speaker-avatar","speaker-info"]}}
+{"op":"add","path":"/elements/speaker-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/speaker-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["speaker-name","speaker-bio"]}}
+{"op":"add","path":"/elements/speaker-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${role}"},"size":"default"}}}
+{"op":"add","path":"/elements/speaker bio","value":{"type":"TextContent","props":{"text":{"$item":"oneLiner"},"size":"small"}}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"oneLiner"},"size":"small"}}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"s1","initials":"ER","name":"Dr. Elena Rostova","role":"VP of AI Research at NeuralCore","oneLiner":"Leading pioneer in autonomous systems and large-scale model optimization."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"s2","initials":"MV","name":"Marcus Vance","role":"Chief Architect at CloudScale","oneLiner":"Expert in distributed edge architecture and low-latency web infrastructure."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"s3","initials":"AC","name":"Aria Chen","role":"Design Director at Interface Labs","oneLiner":"Innovator in generative user interfaces and adaptive design systems."}}
+{"op":"add","path":"/elements/tab-tickets","value":{"type":"TabItem","props":{"value":"tickets","trigger":"Tickets & Pricing","content":["tickets-card"]}}}
+{"op":"add","path":"/elements/tickets-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tickets-header","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"CardHeader","props":{"title":"Ticket Tiers","subtitle":"Select the pass that best fits your conference experience"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item-card"]}}
+{"op":"add","path":"/elements/ticket-item-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["ticket-badge-row","ticket-name","ticket-price","ticket-desc"]}}
+{"op":"add","path":"/elements/ticket-badge-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"badge"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"}}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ticket-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"}}}
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+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","name":"Virtual Pass","price":"$199","badge":"Online Only","description":"Full access to livestreamed keynotes, digital Q&A sessions, and post-event recorded videos."}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","name":"Standard In-Person","price":"$599","badge":"Most Popular","description":"Full access to all 3 days in San Francisco, keynote halls, expo floor, and daily networking lunches."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","name":"VIP All-Access","price":"$999","badge":"Limited VIP","description":"Everything in Standard plus VIP lounge access, reserved keynote seating, and exclusive speaker dinner."}}
+{"op":"add","path":"/elements/tab-register","value":{"type":"TabItem","props":{"value":"register","trigger":"Register Now","content":["register-card"]}}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["register-header","success-alert","register-form"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Reserve Your Seat","subtitle":"Complete the form below to lock in your registration"}}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Registration Successful!","description":"We've sent a confirmation email with your pass details.","variant":"success"},"visible":{"$state":"/registered","eq":true}}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Form","props":{"name":"registrationForm","fields":["field-name","field-email","field-tier"],"buttons":"form-buttons"},"visible":{"$state":"/registered","not":true}}}
+{"op":"add","path":"/elements/field-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name","hint":"Enter your legal name as it should appear on your badge"}}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"e.g. Jane Doe","value":{"$bindState":"/form/fullName"}}}}
+{"op":"add","path":"/elements/field-email","value":{"type":"FormControl","props":{"label":"Email Address","input":"input-email","hint":"Your confirmation and ticket pass will be sent here"}}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jane@example.com","value":{"$bindState":"/form/email"}}}}
+{"op":"add","path":"/elements/field-tier","value":{"type":"FormControl","props":{"label":"Select Ticket Tier","input":"select-tier"}}}
+{"op":"add","path":"/elements/select-tier","value":{"type":"Select","props":{"name":"ticketTier","placeholder":"Choose a ticket tier","items":["opt-virtual","opt-standard","opt-vip"],"value":{"$bindState":"/form/tier"}}}}
+{"op":"add","path":"/elements/opt-virtual","value":{"type":"SelectItem","props":{"value":"virtual","label":"Virtual Pass ($199)"}}}
+{"op":"add","path":"/elements/opt-standard","value":{"type":"SelectItem","props":{"value":"standard","label":"Standard In-Person ($599)"}}}
+{"op":"add","path":"/elements/opt-vip","value":{"type":"SelectItem","props":{"value":"vip","label":"VIP All-Access ($999)"}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit"]}}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Complete Registration","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}}}}
+{"op":"add","path":"/state/form","value":{"fullName":"","email":"","tier":"standard"}}
+{"op":"add","path":"/state/registered","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..0c116a880
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-event__r4.txt
@@ -0,0 +1,74 @@
+{"op":"add","path":"/root","value":"main-stack"}
+{"op":"add","path":"/elements/main-stack","value":{"type":"Card","props":{"direction":"column","gap":"xl","variant":"clear"},"children":["header-card","countdown-card","nav-tabs","tab-agenda","tab-speakers","tab-tickets","tab-register"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card","align":"center"},"children":["header-badge","header-title","header-details"]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Annual Tech Conference 2025","variant":"secondary"}}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Future Tech Summit 2025","level":"h1"}}}
+{"op":"add","path":"/elements/header-details","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"center","justify":"center","variant":"clear"},"children":["date-tag","venue-tag"]}}
+{"op":"add","path":"/elements/date-tag","value":{"type":"Tag","props":{"text":"October 24-26, 2025","icon":"calendar","variant":"info","size":"lg"}}}
+{"op":"add","path":"/elements/venue-tag","value":{"type":"Tag","props":{"text":"Moscone Center, San Francisco, CA","icon":"map-pin","variant":"neutral","size":"lg"}}}
+{"op":"add","path":"/elements/countdown-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk","align":"center"},"children":["countdown-title","countdown-progress"]}}
+{"op":"add","path":"/elements/countdown-title","value":{"type":"Heading","props":{"text":{"$template":"⏳ Only ${/daysLeft} Days Remaining Until the Event!"},"level":"h3"}}}
+{"op":"add","path":"/elements/countdown-progress","value":{"type":"Progress","props":{"value":75,"label":"75% of Tickets Reserved"}}}
+{"op":"add","path":"/state/daysLeft","value":42}
+{"op":"add","path":"/elements/nav-tabs","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"center","variant":"clear"},"children":["btn-tab-agenda","btn-tab-speakers","btn-tab-tickets","btn-tab-register"]}}
+{"op":"add","path":"/elements/btn-tab-agenda","value":{"type":"Button","props":{"label":"📅 Agenda","variant":{"$cond":{"$or":[{"$state":"/activeTab","eq":"agenda"},{"$state":"/activeTab","not":true}]},"Wait":"primary","$else":"secondary"},"size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"agenda"}}}}}
+{"op":"add","path":"/elements/btn-tab-speakers","value":{"type":"Button","props":{"label":"🎙️ Speakers","variant":{"$cond":{"$state":"/activeTab","eq":"speakers"},"$then":"primary","$else":"secondary"},"size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"speakers"}}}}}
+{"op":"add","path":"/elements/btn-tab-tickets","value":{"type":"Button","props":{"label":"🎟️ Tickets","variant":{"$cond":{"$state":"/activeTab","eq":"tickets"},"$then":"primary","$else":"secondary"},"size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"tickets"}}}}}
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+{"op":"add","path":"/elements/tab-agenda","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"visible":{"$or":[{"$state":"/activeTab","eq":"agenda"},{"$state":"/activeTab","not":true}]},"children":["agenda-header","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-header","value":{"type":"Heading","props":{"text":"Event Agenda","level":"h2"}}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-item-card"]}}
+{"op":"add","path":"/elements/agenda-item-card","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"card","align":"center"},"children":["agenda-time-badge","agenda-info"]}}
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+{"op":"add","path":"/elements/agenda-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["agenda-title","agenda-desc"]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"Heading","props":{"text":{"$item":"title"},"level":"h4"}}}
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+{"op":"add","path":"/state/agenda/0","value":{"id":"1","time":"09:00 AM","title":"Opening Keynote: The AI Horizon","speaker":"Dr. Elena Rostova","location":"Main Stage"}}
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+{"op":"add","path":"/state/agenda/2","value":{"id":"3","time":"01:00 PM","title":"Design Systems for Enterprise Applications","speaker":"Sarah Jenkins","location":"Track B - Design Hub"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"4","time":"03:30 PM","title":"Panel: Cyber Security & Ethics in Tech","speaker":"Moderated by Alex Vance","location":"Main Stage"}}
+{"op":"add","path":"/elements/tab-speakers","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"visible":{"$state":"/activeTab","eq":"speakers"},"children":["speakers-header","speakers-list"]}}
+{"op":"add","path":"/elements/speakers-header","value":{"type":"Heading","props":{"text":"Featured Speakers","level":"h2"}}}
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+{"op":"add","path":"/elements/speaker-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["speaker-name","speaker-bio"]}}
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+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"1","name":"Dr. Elena Rostova","initials":"ER","title":"VP of AI Research at NeuralTech","bio":"Leading breakthrough research in autonomous AI agents and quantum computing models."}}
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+{"op":"add","path":"/state/speakers/2","value":{"id":"3","name":"Sarah Jenkins","initials":"SJ","title":"Head of Design at Studio UX","bio":"Author of multi-platform design frameworks used by Fortune 500 tech companies."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"4","name":"Alex Vance","initials":"AV","title":"Director of Cybersecurity Institute","bio":"Specializes in threat intelligence, privacy compliance, and Ethical AI governance."}}
+{"op":"add","path":"/elements/tab-tickets","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"visible":{"$state":"/activeTab","eq":"tickets"},"children":["tickets-header","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"Heading","props":{"text":"Ticket Tiers","level":"h2"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear","wrap":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-card"]}}
+{"op":"add","path":"/elements/ticket-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card","align":"start"},"children":["ticket-name","ticket-price","ticket-desc","ticket-select-btn"]}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"}}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"Tag","props":{"text":{"$item":"price"},"variant":"success","size":"lg"}}}
+{"op":"add","path":"/elements/ticket-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"}}}
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+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"1","name":"Virtual Pass","price":"$99","description":"Full access to live streams, recorded sessions, and digital networking platform."}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"2","name":"Standard Pass","price":"$499","description":"In-person access to all keynote sessions, exhibition hall, workshops, and lunch."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"3","name":"VIP All-Access","price":"$899","description":"Includes VIP lounge access, exclusive speaker dinner, priority seating, and swag bag."}}
+{"op":"add","path":"/elements/tab-register","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"visible":{"$state":"/activeTab","eq":"register"},"children":["reg-header","reg-success-banner","reg-form-card"]}}
+{"op":"add","path":"/elements/reg-header","value":{"type":"CardHeader","props":{"title":"Register for Future Tech Summit 2025","subtitle":"Fill out your information below to reserve your spot."}}}
+{"op":"add","path":"/elements/reg-success-banner","value":{"type":"Callout","props":{"variant":"success","title":"Registration Successful!","description":{"$template":"Thank you, ${/regSubmittedName}! Confirmation sent to ${/regSubmittedEmail}."}},"visible":{"$state":"/isSubmitted","eq":true}}}
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+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","hint":"Enter your first and last name","input":"input-name"}}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"e.g. Jane Doe","value":{"$bindState":"/regName"}}}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email Address","hint":"We will send your ticket confirmation here","input":"input-email"}}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jane.doe@example.com","value":{"$bindState":"/regEmail"}}}}
+{"op":"add","path":"/elements/fc-tier","value":{"type":"FormControl","props":{"label":"Selected Ticket Tier","hint":"Choose your pass level","input":"select-tier"}}}
+{"op":"add","path":"/elements/select-tier","value":{"type":"Select","props":{"name":"tier","value":{"$bindState":"/regTier"},"items":["tier-opt-virtual","tier-opt-standard","tier-opt-vip"],"placeholder":"Select pass..."}}}
+{"op":"add","path":"/elements/tier-opt-virtual","value":{"type":"SelectItem","props":{"value":"Virtual Pass","label":"Virtual Pass - $99"}}}
+{"op":"add","path":"/elements/tier-opt-standard","value":{"type":"SelectItem","props":{"value":"Standard Pass","label":"Standard Pass - $499"}}}
+{"op":"add","path":"/elements/tier-opt-vip","value":{"type":"SelectItem","props":{"value":"VIP All-Access","label":"VIP All-Access - $899"}}}
+{"op":"add","path":"/elements/btn-submit-reg","value":{"type":"Button","props":{"label":"Complete Registration","variant":"primary","size":"large"},"on":{"press":[{"action":"setState","params":{"statePath":"/regSubmittedName","value":{"$state":"/regName"}}},{"action":"setState","params":{"statePath":"/regSubmittedEmail","value":{"$state":"/regEmail"}}},{"action":"setState","params":{"statePath":"/isSubmitted","value":true}}]}}}
+{"op":"add","path":"/state/regName","value":""}
+{"op":"add","path":"/state/regEmail","value":""}
+{"op":"add","path":"/state/regTier","value":"Standard Pass"}
+{"op":"add","path":"/state/isSubmitted","value":false}
+{"op":"add","path":"/state/activeTab","value":"agenda"}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..878b3dec5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","weekly-workout-section","log-workout-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Fitness Summary","subtitle":"Track your daily progress and weekly achievements"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["step-card","calorie-card"]}}
+{"op":"add","path":"/elements/step-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["step-heading","step-progress","step-text"]}}
+{"op":"add","path":"/elements/step-heading","value":{"type":"Heading","props":{"level":"h3","text":"Step Count Today"}}}
+{"op":"add","path":"/elements/step-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/percentage"},"label":{"$template":"${/steps/current} / ${/steps/goal} steps"}}}}
+{"op":"add","path":"/state/steps","value":{"current":8420,"goal":10000,"percentage":84.2}}
+{"op":"add","path":"/elements/step-text","value":{"type":"TextContent","props":{"size":"small","text":"1,580 steps remaining to reach your goal!"}}}
+{"op":"add","path":"/elements/calorie-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["calorie-heading","calorie-value","calorie-badge"]}}
+{"op":"add","path":"/elements/calorie-heading","value":{"type":"Heading","props":{"level":"h3","text":"Calories Burned"}}}
+{"op":"add","path":"/elements/calorie-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/calories/burned} kcal"}}}}
+{"op":"add","path":"/elements/calorie-badge","value":{"type":"Badge","props":{"text":{"$template":"Goal: ${/calories/target} kcal (${/calories/active} Active)"},"variant":"secondary"}}}
+{"op":"add","path":"/state/calories","value":{"burned":640,"target":750,"active":450}}
+{"op":"add","path":"/elements/weekly-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-heading","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-heading","value":{"type":"Heading","props":{"level":"h3","text":"Weekly Workout Performance"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["series-duration","series-calories"],"xLabel":"Day of Week","yLabel":"Value"},"children":["series-duration","series-calories"]}}
+{"op":"add","path":"/elements/series-duration","value":{"type":"Series","props":{"category":"Duration (min)","values":[45,30,60,0,50,75,40]}}}
+{"op":"add","path":"/elements/series-calories","value":{"type":"Series","props":{"category":"Calories (x10 kcal)","values":[38,25,52,0,44,68,35]}}}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-heading","log-form","logged-workouts-heading","logged-workouts-list"]}}
+{"op":"add","path":"/elements/log-heading","value":{"type":"Heading","props":{"level":"h3","text":"Log New Workout"}}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["type-control","duration-control","calories-control","submit-btn"]}}
+{"op":"add","path":"/elements/type-control","value":{"type":"FormControl","props":{"label":"Workout Type","input":"type-select"}}}
+{"op":"add","path":"/elements/type-select","value":{"type":"Select","props":{"name":"type","placeholder":"Select workout type","value":{"$bindState":"/newWorkout/type"},"items":["select-running","select-cycling","select-swimming","select-strength","select-yoga"]}}}
+{"op":"add","path":"/elements/select-running","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"}}}
+{"op":"add","path":"/elements/select-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"}}}
+{"op":"add","path":"/elements/select-swimming","value":{"type":"SelectItem","props":{"value":"Swimming","label":"Swimming"}}}
+{"op":"add","path":"/elements/select-strength","value":{"type":"SelectItem","props":{"value":"Strength Training","label":"Strength Training"}}}
+{"op":"add","path":"/elements/select-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"}}}
+{"op":"add","path":"/elements/duration-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"duration-input"}}}
+{"op":"add","path":"/elements/duration-input","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkout/duration"}}}}
+{"op":"add","path":"/elements/calories-control","value":{"type":"FormControl","props":{"label":"Estimated Calories","input":"calories-input"}}}
+{"op":"add","path":"/elements/calories-input","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 350","value":{"$bindState":"/newWorkout/calories"}}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Add Workout","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}},"clearStatePath":"/newWorkout/type"}}}}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"Running","duration":"30","calories":"250"}}
+{"op":"add","path":"/elements/logged-workouts-heading","value":{"type":"Heading","props":{"level":"h4","text":"Recent Logged Sessions"}}}
+{"op":"add","path":"/elements/logged-workouts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["workout-item"]}}
+{"op":"add","path":"/elements/workout-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["workout-info","workout-remove"]}}
+{"op":"add","path":"/elements/workout-info","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"**${type}** - ${duration} mins | ${calories} kcal"}}}}
+{"op":"add","path":"/elements/workout-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/workouts","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","type":"Morning Run","duration":"45","calories":"420"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","type":"Core Circuit","duration":"20","calories":"150"}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"w3","type":"Evening Walk","duration":"30","calories":"110"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..e08282c40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","metrics-row","weekly-workout-card","log-workout-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Daily Fitness Summary","subtitle":"Track your daily goals & weekly performance"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Today, Oct 24","variant":"secondary"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["step-card","calories-card"]}}
+{"op":"add","path":"/elements/step-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["step-header","step-progress","step-text"]}}
+{"op":"add","path":"/elements/step-header","value":{"type":"CardHeader","props":{"title":"Step Count","subtitle":"Daily Goal: 10,000 steps"}}}
+{"op":"add","path":"/elements/step-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/stepPercent"},"label":{"$template":"${/summary/steps} / 10,000 steps"}}}}
+{"op":"add","path":"/elements/step-text","value":{"type":"TextContent","props":{"text":"🔥 **82%** of your daily step goal achieved! Keep walking!","size":"small"}}}
+{"op":"add","path":"/state/summary","value":{"steps":8240,"stepPercent":82,"calories":645,"calorieGoal":800,"workoutCount":5}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cal-header","cal-progress","cal-text"]}}
+{"op":"add","path":"/elements/cal-header","value":{"type":"CardHeader","props":{"title":"Calories Burned","subtitle":"Daily Goal: 800 kcal"}}}
+{"op":"add biological progress bar","path":"/elements/cal-progress","value":{"type":"Progress","props":{"value":80,"label":{"$template":"${/summary/calories} / 800 kcal"}}}}
+{"op":"add","path":"/elements/cal-text","value":{"type":"TextContent","props":{"text":"⚡ **645 kcal** active burn. You're on track to hit your target!","size":"small"}}}
+{"op":"add","path":"/elements/weekly-workout-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-chart","workout-history-header","workout-history-list"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Weekly Workouts Breakdown","subtitle":"Calories burned per day over the last 7 days"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["series-calories"],"xLabel":"Day of Week","yLabel":"Calories (kcal)"}}}
+{"op":"add","path":"/elements/series-calories","value":{"type":"Series","props":{"category":"Calories","values":[420,680,510,750,645,820,300]}}}
+{"op":"add","path":"/elements/workout-history-header","value":{"type":"Heading","props":{"text":"Recent Logged Sessions","level":"h4"}}}
+{"op":"add","path":"/elements/workout-history-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/workouts","key":"id"},"children":["workout-item"]}}
+{"op":"add","path":"/elements/workout-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["workout-info","workout-tag"]}}
+{"op":"add","path":"/elements/workout-info","value":{"type":"CardHeader","props":{"title":{"$item":"type"},"subtitle":{"$template":"${duration} mins • ${calories} kcal • ${day}"}}}}
+{"op":"add","path":"/elements/workout-tag","value":{"type":"Tag","props":{"text":{"$item":"intensity"},"variant":"info"}}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"1","type":"Morning Run","duration":45,"calories":450,"day":"Today","intensity":"High"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"2","type":"HIIT Session","duration":30,"calories":320,"day":"Yesterday","intensity":"Extreme"}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"3","type":"Evening Yoga","duration":60,"calories":180,"day":"2 days ago","intensity":"Light"}}
+{"op":"add","path":"/elements/log-workout-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-header","log-success-callout","log-form"]}}
+{"op":"add","path":"/elements/log-header","value":{"type":"CardHeader","props":{"title":"Log a New Workout","subtitle":"Record your activity to update your daily metrics"}}}
+{"op":"add","path":"/elements/log-success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Workout Logged!","description":"Your activity has been added to your daily summary."},"visible":{"$state":"/loggedSuccess"}}}
+{"op":"add","path":"/state/loggedSuccess","value":false}
+{"op":"add","path":"/state/newWorkoutType","value":"Running"}
+{"op":"add","path":"/state/newWorkoutDuration","value":"30"}
+{"op":"add","path":"/state/newWorkoutCalories","value":"250"}
+{"op":"add","path":"/state/newWorkoutIntensity","value":"Moderate"}
+{"op":"add","path":"/elements/log-form","value":{"type":"Form","props":{"name":"workout-form","fields":["field-type","field-duration","field-calories","field-intensity"],"buttons":"form-buttons"}}}
+{"op":"add","path":"/elements/field-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"input-type"}}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"name":"type","value":{"$bindState":"/newWorkoutType"},"items":["select-run","select-cycle","select-weights","select-yoga","select-hiit"]}}}
+{"op":"add","path":"/elements/select-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"}}}
+{"op":"add","path":"/elements/select-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"}}}
+{"op":"add","path":"/elements/select-weights","value":{"type":"SelectItem","props":{"value":"Weightlifting","label":"Weightlifting"}}}
+{"op":"add","path":"/elements/select-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"}}}
+{"op":"add","path":"/elements/select-hiit","value":{"type":"SelectItem","props":{"value":"HIIT","label":"HIIT"}}}
+{"op":"add","path":"/elements/field-duration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"input-duration"}}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkoutDuration"}}}}
+{"op":"add","path":"/elements/field-calories","value":{"type":"FormControl","props":{"label":"Calories Burned (kcal)","input":"input-calories"}}}
+{"op":"add","path":"/elements/input-calories","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 350","value":{"$bindState":"/newWorkoutCalories"}}}}
+{"op":"add","path":"/elements/field-intensity","value":{"type":"FormControl","props":{"label":"Intensity Level","input":"input-intensity"}}}
+{"op":"add","path":"/elements/input-intensity","value":{"type":"Select","props":{"name":"intensity","value":{"$bindState":"/newWorkoutIntensity"},"items":["int-light","int-mod","int-high","int-extreme"]}}}
+{"op":"add","path":"/elements/int-light","value":{"type":"SelectItem","props":{"value":"Light","label":"Light"}}}
+{"op":"add","path":"/elements/int-mod","value":{"type":"SelectItem","props":{"value":"Moderate","label":"Moderate"}}}
+{"op":"add","path":"/elements/int-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"}}}
+{"op":"add","path":"/elements/int-extreme","value":{"type":"SelectItem","props":{"value":"Extreme","label":"Extreme"}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit"]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkoutType"},"duration":{"$state":"/newWorkoutDuration"},"calories":{"$state":"/newWorkoutCalories"},"day":"Just now","intensity":{"$state":"/newWorkoutIntensity"}}}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..2c778b136
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","summary-grid","chart-card","workout-log-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["title-text","subtitle-text"]}}
+{"op":"add","path":"/elements/title-text","value":{"type":"Heading","props":{"level":"h2","text":"Daily Fitness Summary"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"size":"small","text":"Track your daily movement and weekly progress."}}}
+{"op":"add","path":"/elements/summary-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-title","steps-progress","steps-badge"]}}
+{"op":"add","path":"/elements/steps-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Step Count Today"}}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"label":{"$template":"${/steps/current} / ${/steps/goal} steps"},"value":84}}}
+{"op":"add","path":"/elements/steps-badge","value":{"type":"Badge","props":{"text":"84% of Daily Goal","variant":"default"}}}
+{"op":"add","path":"/state/steps","value":{"current":8420,"goal":10000}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["calories-title","calories-value","calories-badge"]}}
+{"op":"add","path":"/elements/calories-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Calories Burned"}}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/calories/burned} kcal"}}}}
+{"op":"add","path":"/elements/calories-badge","value":{"type":"Badge","props":{"text":"+12% vs yesterday","variant":"secondary"}}}
+{"op":"add","path":"/state/calories","value":{"burned":640}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","weekly-bar-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"subtitle":"Duration in minutes per day","title":"Past Week Workouts"}}}
+{"op":"add","path":"/elements/weekly-bar-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["series-workout-mins"],"xLabel":"Day of Week","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/series-workout-mins","value":{"type":"Series","props":{"category":"Workout Mins","values":[45,30,60,0,50,75,40]}}}
+{"op":"add","path":"/elements/workout-log-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-header","log-form","recent-workouts-title","recent-workouts-list"]}}
+{"op":"add","path":"/elements/log-header","value":{"type":"CardHeader","props":{"subtitle":"Record your completed activity","title":"Log a New Workout"}}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Form","props":{"buttons":"log-buttons","fields":["field-type","field-duration","field-calories"],"name":"logWorkoutForm"}}}
+{"op":"add","path":"/elements/field-type","value":{"type":"FormControl","props":{"input":"input-type","label":"Workout Type"}}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"items":["opt-running","opt-cycling","opt-strength","opt-hiit","opt-yoga"],"name":"workoutType","placeholder":"Select activity","value":{"$bindState":"/newWorkout/type"}}}}
+{"op":"add","path":"/elements/opt-running","value":{"type":"SelectItem","props":{"label":"Running","value":"Running"}}}
+{"op":"add","path":"/elements/opt-cycling","value":{"type":"SelectItem","props":{"label":"Cycling","value":"Cycling"}}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"label":"Strength Training","value":"Strength Training"}}}
+{"op":"add","path":"/elements/opt-hiit","value":{"type":"SelectItem","props":{"label":"HIIT","value":"HIIT"}}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"label":"Yoga","value":"Yoga"}}}
+{"op":"add","path":"/elements/field-duration","value":{"type":"FormControl","props":{"input":"input-duration","label":"Duration (mins)"}}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","placeholder":"e.g. 45","type":"number","value":{"$bindState":"/newWorkout/duration"}}}}
+{"op":"add","path":"/elements/field-calories","value":{"type":"FormControl","props":{"input":"input-calories","label":"Calories Burned"}}}
+{"op":"add","path":"/elements/input-calories","value":{"type":"Input","props":{"name":"calories","placeholder":"e.g. 350","type":"number","value":{"$bindState":"/newWorkout/calories"}}}}
+{"op":"add","path":"/elements/log-buttons","value":{"type":"Buttons","props":{"buttons":["submit-workout-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/submit-workout-btn","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/newWorkout/duration","statePath":"/workouts","value":{"calories":{"$state":"/newWorkout/calories"},"duration":{"$state":"/newWorkout/duration"},"id":"$id","type":{"$state":"/newWorkout/type"}}}}}}}
+{"op":"add","path":"/state/newWorkout","value":{"calories":"","duration":"","type":"Running"}}
+{"op":"add","path":"/elements/recent-workouts-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Logged Workouts Today"}}}
+{"op":"add","path":"/elements/recent-workouts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"key":"id","statePath":"/workouts"},"children":["workout-item"]}}
+{"op":"add","path":"/elements/workout-item","value":{"type":"ListItem","props":{"actionLabel":"Logged","subtitle":{"$template":"${duration} mins • ${calories} kcal burned"},"title":{"$item":"type"}}}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"calories":380,"duration":45,"id":"w1","type":"Morning Run"}}
+{"op":"add","path":"/state/workouts/1","value":{"calories":260,"duration":30,"id":"w2","type":"Core Strength"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..9d54ceef6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"app-shell"}
+{"op":"add","path":"/elements/app-shell","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-overview","workout-chart-card","log-workout-card","history-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Fitness Tracker","subtitle":"Keep up the momentum and reach your health goals today!"},"children":[]}}
+{"op":"add","path":"/elements/metrics-overview","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-title","steps-progress","steps-badge"]}}
+{"op":"add","path":"/elements/steps-title","value":{"type":"Heading","props":{"text":"Steps Today","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/stepsProgress"},"label":{"$template":"${/metrics/stepsToday} / ${/metrics/stepsGoal} steps"}},"children":[]}}
+{"op":"add","path":"/elements/steps-badge","value":{"type":"Badge","props":{"text":{"$template":"${/metrics/stepsRemaining} steps to daily goal"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"stepsToday":8420,"stepsGoal":10000,"stepsProgress":84,"stepsRemaining":1580,"caloriesBurned":640,"caloriesGoal":750}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["calories-title","calories-progress","calories-badge"]}}
+{"op":"add","path":"/elements/calories-title","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/calories-progress","value":{"type":"Progress","props":{"value":85,"label":{"$template":"${/metrics/caloriesBurned} / ${/metrics/caloriesGoal} kcal"}},"children":[]}}
+{"op":"add","path":"/elements/calories-badge","value":{"type":"Badge","props":{"text":"Active Burn: High","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/workout-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","weekly-bar-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Weekly Workout Volume","subtitle":"Calories burned during logged workouts over the last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/weekly-bar-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["chart-series-calories"],"xLabel":"Day of Week","yLabel":"Calories"},"children":[]}}
+{"op":"add","path":"/elements/chart-series-calories","value":{"type":"Series","props":{"category":"Workout Calories","values":[350,420,0,510,300,600,640]},"children":[]}}
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+{"op":"add","path":"/elements/workout-form","value":{"type":"Form","props":{"name":"logWorkoutForm","fields":["field-type","field-duration","field-calories"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"select-type"},"children":[]}}
+{"op":"add","path":"/elements/select-type","value":{"type":"Select","props":{"name":"type","placeholder":"Select activity...","items":["opt-running","opt-cycling","opt-strength","opt-hiit","opt-yoga"],"value":{"$bindState":"/newWorkout/type"}},"children":[]}}
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+{"op":"add","path":"/elements/opt-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"value":"Strength Training","label":"Strength Training"},"children":[]}}
+{"op":"add","path":"/elements/opt-hiit","value":{"type":"SelectItem","props":{"value":"HIIT Workout","label":"HIIT Workout"},"children":[]}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"value":"Yoga & Mobility","label":"Yoga & Mobility"},"children":[]}}
+{"op":"add","path":"/elements/field-duration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"input-duration"},"children":[]}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/field-calories","value":{"type":"FormControl","props":{"label":"Estimated Calories","input":"input-calories"},"children":[]}}
+{"op":"add","path":"/elements/input-calories","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 350","value":{"$bindState":"/newWorkout/calories"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-workout"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-workout","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/recentWorkouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"},"time":"Just now"},"clearStatePath":"/newWorkout/type"}}},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"Running","duration":"30","calories":"280"}}
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+{"op":"add","path":"/elements/history-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["history-header","history-list"]}}
+{"op":"add","path":"/elements/history-header","value":{"type":"CardHeader","props":{"title":"Recent Workouts","subtitle":"Activities completed this week"},"children":[]}}
+{"op":"add","path":"/elements/history-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/recentWorkouts","key":"id"},"children":["workout-item-card"]}}
+{"op":"add","path":"/elements/workout-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["workout-item-details","workout-item-tag"]}}
+{"op":"add","path":"/elements/workout-item-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["workout-item-title","workout-item-sub"]}}
+{"op":"add","path":"/elements/workout-item-title","value":{"type":"TextContent","props":{"text":{"$template":"**${type}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/workout-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"${duration} mins • ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workout-item-tag","value":{"type":"Tag","props":{"text":{"$template":"${calories} kcal"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/recentWorkouts","value":[]}
+{"op":"add","path":"/state/recentWorkouts/0","value":{"id":"w1","type":"Morning Outdoor Run","duration":"45","calories":"480","time":"Today, 7:30 AM"}}
+{"op":"add","path":"/state/recentWorkouts/1","value":{"id":"w2","type":"Upper Body Strength","duration":"50","calories":"320","time":"Yesterday, 5:45 PM"}}
+{"op":"add","path":"/state/recentWorkouts/2","value":{"id":"w3","type":"HIIT Session","duration":"30","calories":"350","time":"Thursday, 6:00 PM"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..757b6d3f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r1.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l","direction":"column"},"children":["header-section","meta-badges","role-desc","qualifications-section","apply-section","share-section","toast-callout"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"clear","gap":"xs","direction":"column"},"children":["title-text","team-text"]}}
+{"op":"add","path":"/elements/title-text","value":{"type":"Heading","props":{"level":"h1","text":"Senior Product Designer"},"children":[]}}
+{"op":"add","path":"/elements/team-text","value":{"type":"TextContent","props":{"size":"large","text":"**Design Systems & Core UX Team** • San Francisco, CA (Hybrid)"},"children":[]}}
+{"op":"add","path":"/elements/meta-badges","value":{"type":"TagBlock","props":{"tags":["$160,000 - $195,000 / yr","Full-time","Design","Senior Level"]},"children":[]}}
+{"op":"add","path":"/elements/role-desc","value":{"type":"Card","props":{"variant":"sunk","gap":"s","direction":"column"},"children":["role-desc-heading","role-desc-body"]}}
+{"op":"add","path":"/elements/role-desc-heading","value":{"type":"Heading","props":{"level":"h3","text":"About the Role"},"children":[]}}
+{"op":"add","path":"/elements/role-desc-body","value":{"type":"TextContent","props":{"size":"default","text":"We are seeking a **Senior Product Designer** to lead user experience strategy and component architecture for our core platform. You will partner closely with engineering and product management to craft intuitive, accessible, and scalable design solutions used by millions daily."},"children":[]}}
+{"op":"add","path":"/elements/qualifications-section","value":{"type":"Card","props":{"variant":"clear","gap":"s","direction":"column"},"children":["qual-heading","qual-list"]}}
+{"op":"add","path":"/elements/qual-heading","value":{"type":"Heading","props":{"level":"h3","text":"Main Qualifications"},"children":[]}}
+{"op":"add","path":"/elements/qual-list","value":{"type":"ListBlock","props":{"variant":"number","items":["qual-1","qual-2","qual-3","qual-4","qual-5"]},"children":[]}}
+{"op":"add","path":"/elements/qual-1","value":{"type":"ListItem","props":{"title":"5+ years of experience in product design","subtitle":"Proven track record designing complex web applications and design systems."},"children":[]}}
+{"op":"add","path":"/elements/qual-2","value":{"type":"ListItem","props":{"title":"Mastery of Figma & modern design tooling","subtitle":"Deep understanding of component libraries, auto-layout, and design tokens."},"children":[]}}
+{"op":"add","path":"/elements/qual-3","value":{"type":"ListItem","props":{"title":"Strong UX research & prototyping skills","subtitle":"Ability to turn user feedback and quantitative insights into impactful features."},"children":[]}}
+{"op":"add","path":"/elements/qual-4","value":{"type":"ListItem","props":{"title":"Cross-functional collaboration","subtitle":"Experience working synchronously with engineers, product managers, and execs."},"children":[]}}
+{"op":"add","path":"/elements/qual-5","value":{"type":"ListItem","props":{"title":"Accessibility advocate","subtitle":"Solid understanding of WCAG 2.1 AA guidelines and inclusive design practices."},"children":[]}}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"variant":"card","gap":"m","direction":"column"},"children":["apply-heading","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"CardHeader","props":{"title":"Apply for this Position","subtitle":"Please fill out the form below to submit your application."},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"jobApplicationForm","fields":["fc-name","fc-email","fc-resume"],"buttons":"submit-btn-group"},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name","hint":"Enter your legal first and last name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"e.g. Jane Doe","type":"text","value":{"$bindState":"/form/fullName"}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"fullName":"","email":"","resumeUrl":""}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email Address","input":"input-email","hint":"We will use this email for interview updates"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane.doe@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"input-resume","hint":"Link to PDF resume or online portfolio (Google Drive, Notion, Figma, site)"},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resumeUrl","placeholder":"https://myportfolio.com/resume.pdf","type":"url","value":{"$bindState":"/form/resumeUrl"}},"children":[]}}
+{"op":"add","path":"/elements/submit-btn-group","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-submit"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/appSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/appSubmitted","value":false}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"sunk","gap":"s","direction":"column"},"children":["share-heading","share-buttons-group"]},"children":[]}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"level":"h4","text":"Share this Role"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons-group","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-share-link","btn-share-linkedin","btn-share-twitter"]},"children":[]}}
+{"op":"add","path":"/elements/btn-share-link","value":{"type":"Button","props":{"label":"Copy Job Link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareToast","value":"Job link copied to clipboard!"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-share-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareToast","value":"Redirecting to LinkedIn..."}}},"children":[]}}
+{"op":"add","path":"/elements/btn-share-twitter","value":{"type":"Button","props":{"label":"Share on X / Twitter","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareToast","value":"Redirecting to X..."}}},"children":[]}}
+{"op":"add","path":"/state/shareToast","value":""}
+{"op":"add","path":"/elements/toast-callout","value":{"type":"Callout","props":{"variant":"success","title":"Application Received!","description":"Thank you for applying to the Senior Product Designer position. Our talent acquisition team will review your application and respond within 3 business days."},"visible":{"$state":"/appSubmitted"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..8914f6dba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r2.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-section","share-callout","sep-1","desc-section","qualifications-section","sep-2","compensation-card","sep-3","apply-form"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["title-heading","team-badge"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"level":"h1","text":"Senior Product Designer"},"children":[]}}
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+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":"Design System & UX Team","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/location-tag","value":{"type":"Tag","props":{"text":"Remote (US/Canada)","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/type-tag","value":{"type":"Tag","props":{"text":"Full-Time","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/share-callout","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["share-text","share-buttons"]}}
+{"op":"add","path":"/elements/share-text","value":{"type":"TextContent","props":{"text":"Know someone who would be a great fit? Share this opportunity with your network."},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-link-btn","share-social-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/share-link-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/copied"},"$then":"Link Copied!","$else":"Copy Link"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/copied","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/share-social-btn","value":{"type":"Button","props":{"label":"Share Job","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/copied","value":false}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/desc-section","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"level":"h3","text":"About the Role"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We are looking for a **Senior Product Designer** to lead user experience across our core digital platform. You will work closely with product managers, engineers, and researchers to design intuitive end-to-end workflows, evolve our visual design system, and craft interfaces that delight millions of daily users. The ideal candidate thrives in collaborative, fast-paced environments and brings deep craft expertise in visual UI, dynamic prototyping, and user-centered design principles."},"children":[]}}
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+{"op":"add","path":"/elements/qual-3","value":{"type":"ListItem","props":{"title":"Prototyping & Interaction Design","subtitle":"Ability to create high-fidelity interactive prototypes to test and validate ideas."},"children":[]}}
+{"op":"add","path":"/elements/qual-4","value":{"type":"ListItem","props":{"title":"Data-informed approach","subtitle":"Experience using qualitative research, feedback, and metrics to guide design decisions."},"children":[]}}
+{"op":"add","path":"/elements/qual-5","value":{"type":"ListItem","props":{"title":"Strong communication skills","subtitle":"Articulate rationale clearly to cross-functional stakeholders and engineering teams."},"children":[]}}
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+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["comp-heading","comp-details","comp-perks"]}}
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+{"op":"add","path":"/elements/comp-details","value":{"type":"Card","props":{"direction":"row","align":"baseline","gap":"s"},"children":["salary-text","equity-text"]}}
+{"op":"add","path":"/elements/salary-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":"$140,000 – $175,000 USD / year"},"children":[]}}
+{"op":"add","path":"/elements/equity-text","value":{"type":"TextContent","props":{"size":"small","text":"+ Equity & Performance Bonus"},"children":[]}}
+{"op":"add","path":"/elements/comp-perks","value":{"type":"TagBlock","props":{"tags":["Comprehensive Health, Dental & Vision","Unlimited PTO","401(k) Matching","$1,500 Annual Learning Budget","Remote Home Office Stipend"]},"children":[]}}
+{"op":"add","path":"/elements/sep-3","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
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+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"applicantName","placeholder":"e.g. Alex Morgan","type":"text","value":{"$bindState":"/applicant/name"}},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"email-input","hint":"Where we can reach you regarding your application"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"applicantEmail","placeholder":"alex.morgan@example.com","type":"email","value":{"$bindState":"/applicant/email"}},"children":[]}}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"resume-input","hint":"URL to your resume, LinkedIn, or online portfolio (e.g., Notion, Google Drive, personal site)"},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"applicantResume","placeholder":"https://myportfolio.com/resume.pdf","type":"url","value":{"$bindState":"/applicant/resumeUrl"}},"children":[]}}
+{"op":"add","path":"/elements/submit-btn-group","value":{"type":"Buttons","props":{"buttons":["submit-app-btn"],"direction":"column"},"children":[]}}
+{"op":"add","path":"/elements/submit-app-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/submitted"},"$then":"Application Submitted!","$else":"Submit Application"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/applicant","value":{"name":"","email":"","resumeUrl":""}}
+{"op":"add","path":"/state/submitted","value":false}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Application Sent!","description":"Thank you for applying for the Senior Product Designer role. Our recruitment team will review your application and get back to you within 3-5 business days.","variant":"success"},"visible":{"$state":"/submitted"},"children":[]}}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-section","share-callout","sep-1","desc-section","qualifications-section","sep-2","compensation-card","sep-3","success-alert","apply-form"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..9119c4c24
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r3.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"xl"},"children":["header-section","meta-grid","desc-card","quals-card","apply-card","share-card"]}}
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+{"op":"add","path":"/elements/type-badge","value":{"type":"Badge","props":{"text":"Remote / Hybrid","variant":"secondary"}}}
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+{"op":"add","path":"/elements/salary-metric","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["salary-label","salary-value"]}}
+{"op":"add","path":"/elements/salary-label","value":{"type":"Label","props":{"text":"Salary Range"}}}
+{"op":"add","path":"/elements/salary-value","value":{"type":"TextContent","props":{"text":{"$state":"/job/salary"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/job","value":{"salary":"$160,000 - $195,000 USD / year","location":"San Francisco, CA (Remote Friendly)","postedDate":"2 days ago"}}
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+{"op":"add","path":"/elements/location-label","value":{"type":"Label","props":{"text":"Location"}}}
+{"op":"add","path":"/elements/location-value","value":{"type":"TextContent","props":{"text":{"$state":"/job/location"},"size":"default"}}}
+{"op":"add","path":"/elements/posted-metric","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["posted-label","posted-value"]}}
+{"op":"add","path":"/elements/posted-label","value":{"type":"Label","props":{"text":"Posted"}}}
+{"op":"add","path":"/elements/posted-value","value":{"type":"TextContent","props":{"text":{"$state":"/job/postedDate"},"size":"default"}}}
+{"op":"add","path":"/elements/desc-card","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the Role","level":"h2"}}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We are seeking a **Senior Lead Product Designer** to define and elevate the end-to-end user experience across our flagship web and mobile applications. You will partner closely with engineering, product management, and brand leadership to shape our design vision, evolve our design system, and mentor junior designers."}}}
+{"op":"add","path":"/elements/quals-card","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["quals-heading","quals-list"]}}
+{"op":"add","path":"/elements/quals-heading","value":{"type":"Heading","props":{"text":"Qualifications Sought","level":"h2"}}}
+{"op":"add","path":"/elements/quals-list","value":{"type":"ListBlock","props":{"items":["qual-1","qual-2","qual-3","qual-4","qual-5"]}}}
+{"op":"add","path":"/elements/qual-1","value":{"type":"ListItem","props":{"title":"5+ years of experience leading product design for SaaS platforms","subtitle":"Proven track record of shipping complex web/mobile apps."}}}
+{"op":"add","path":"/elements/qual-2","value":{"type":"ListItem","props":{"title":"Deep expertise in Figma, design systems, and component architecture","subtitle":"Experience maintaining multi-brand design libraries at scale."}}}
+{"op":"add","path":"/elements/qual-3","value":{"type":"ListItem","props":{"title":"Strong portfolio showcasing interaction design and visual mastery","subtitle":"Clear demonstration of user-centered design processes and outcomes."}}}
+{"op":"add","path":"/elements/qual-4","value":{"type":"ListItem","props":{"title":"Proficiency in qualitative research and quantitative analytics","subtitle":"Ability to translate data and user feedback into actionable UI improvements."}}}
+{"op":"add","path":"/elements/qual-5","value":{"type":"ListItem","props":{"title":"Exceptional communication and cross-functional leadership skills","subtitle":"Comfortable presenting vision to executives and mentoring peers."}}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["apply-heading","apply-alert","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply for this Position","level":"h2"}}}
+{"op":"add","path":"/elements/apply-alert","value":{"type":"Alert","props":{"title":"Application Submitted!","description":"Thank you for applying. Our recruiting team will review your application and reach out shortly.","variant":"success"},"visible":{"$state":"/submitted","eq":true}}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"job-application","buttons":"apply-buttons","fields":["name-control","email-control","resume-control"]},"visible":{"$state":"/submitted","not":true}}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full Name","input":"name-input","hint":"First and last name"}}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"applicantName","placeholder":"Jane Doe","value":{"$bindState":"/applicantName"}}}}
+{"op":"add","path":"/state/applicantName","value":""}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"email-input","hint":"We will contact you here"}}}
+{"op":"add universal","path":"/elements/email-input","value":{"type":"Input","props":{"name":"applicantEmail","type":"email","placeholder":"jane.doe@example.com","value":{"$bindState":"/applicantEmail"}}}}
+{"op":"add","path":"/state/applicantEmail","value":""}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"resume-input","hint":"Link to Google Drive, Notion, PDF, or personal website"}}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeUrl","type":"url","placeholder":"https://linkedin.com/in/janedoe or portfolio link","value":{"$bindState":"/resumeUrl"}}}}
+{"op":"add","path":"/state/resumeUrl","value":""}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}}}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"children":["share-heading","share-buttons","share-alert"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this Job","level":"h3"}}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["copy-link-btn","share-email-btn","share-linkedin-btn"]}}}
+{"op":"add","path":"/elements/copy-link-btn","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/copied","value":true}}}}}
+{"op":"add","path":"/elements/share-email-btn","value":{"type":"Button","props":{"label":"Share via Email","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/share-linkedin-btn","value":{"type":"Button","props":{"label":"Post on LinkedIn","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/share-alert","value":{"type":"Callout","props":{"variant":"success","title":"Link Copied!","description":"Job link copied to clipboard. Share it with your network."},"visible":{"$state":"/copied","eq":true}}}
+{"op":"add","path":"/state/copied","value":false}
+{"op":"add","path":"/state/submitted","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..c65237314
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-job__r4.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"l"},"children":["header-card","job-details-card","apply-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["header-top-row","role-desc","salary-badge"]}}
+{"op":"add","path":"/elements/header-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["role-heading-group","share-dialog"]}}
+{"op":"add","path":"/elements/role-heading-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["role-title","team-tag"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"level":"h1","text":{"$state":"/job/title"}},"children":[]}}
+{"op":"add","path":"/state/job","value":{"title":"Senior Product Designer","team":"Design & User Experience","salary":"$140,000 - $175,000 / year","description":"We are looking for an experienced Senior Product Designer to lead the design system and end-to-end user experiences across our core Web and Mobile platforms. You will partner closely with engineering and product management to ship intuitive, delightful solutions."}}
+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":{"$state":"/job/team"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/share-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Share Posting","triggerVariant":"outline","title":"Share this Job Posting","description":"Copy the link or share this open position with your network.","content":["share-content-card"]},"children":[]}}
+{"op":"add","path":"/elements/share-content-card","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["share-input-control","share-alert"]}}
+{"op":"add","path":"/elements/share-input-control","value":{"type":"FormControl","props":{"label":"Job Link","input":"share-url-input"},"children":[]}}
+{"op":"add","path":"/elements/share-url-input","value":{"type":"Input","props":{"name":"shareUrl","value":{"$bindState":"/shareUrl"}},"children":[]}}
+{"op":"add","path":"/state/shareUrl","value":"https://careers.acme.com/jobs/senior-product-designer"}
+{"op":"add","path":"/elements/share-alert","value":{"type":"Callout","props":{"variant":"success","title":"Link Ready","description":"You can copy the URL above to share on LinkedIn, X, or email directly."},"children":[]}}
+{"op":"add","path":"/elements/role-desc","value":{"type":"TextContent","props":{"size":"large","text":{"$state":"/job/description"}},"children":[]}}
+{"op":"add","path":"/elements/salary-badge","value":{"type":"Badge","props":{"text":{"$template":"Compensation: ${/job/salary}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/job-details-card","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["qualifications-title","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-title","value":{"type":"Heading","props":{"level":"h2","text":"Main Qualifications"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"ListBlock","props":{"variant":"number","items":["qual-1","qual-2","qual-3","qual-4","qual-5"]},"children":[]}}
+{"op":"add","path":"/elements/qual-1","value":{"type":"ListItem","props":{"title":"5+ years of digital product design experience","subtitle":"Proven track record shipping complex web and mobile SaaS applications."},"children":[]}}
+{"op":"add","path":"/elements/qual-2","value":{"type":"ListItem","props":{"title":"Mastery of Figma & Design Systems","subtitle":"Demonstrated expertise building accessible, scalable design components and token systems."},"children":[]}}
+{"op":"add","path":"/elements/qual-3","value":{"type":"ListItem","props":{"title":"User Research & Prototyping","subtitle":"Strong background in usability testing, wireframing, and interactive prototyping."},"children":[]}}
+{"op":"add","path":"/elements/qual-4","value":{"type":"ListItem","props":{"title":"Cross-Functional Collaboration","subtitle":"Excellent communication skills partnering with engineering, QA, and product leadership."},"children":[]}}
+{"op":"add","path":"/elements/qual-5","value":{"type":"ListItem","props":{"title":"Portfolio Required","subtitle":"Case studies showing problem breakdown, iterative design process, and final outcomes."},"children":[]}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["apply-title","apply-form","submit-success-alert"]}}
+{"op":"add","path":"/elements/apply-title","value":{"type":"Heading","props":{"level":"h2","text":"Apply for this Position"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"applicationForm","fields":["name-control","email-control","resume-control"],"buttons":"submit-buttons"},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full Name","input":"name-input","hint":"Please enter your first and last name"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"applicantName","placeholder":"Jane Doe","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"email-input","hint":"We'll send application updates here"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"applicantEmail","type":"email","placeholder":"jane.doe@example.com","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"resume-input","hint":"Link to Google Drive, Dropbox, Notion, or personal website"},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"applicantResume","type":"url","placeholder":"https://myportfolio.com/resume.pdf","value":{"$bindState":"/form/resume"}},"children":[]}}
+{"op":"add","path":"/elements/submit-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["submit-btn"]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/submit-success-alert","value":{"type":"Alert","props":{"title":"Application Submitted!","description":"Thank you for applying to the Senior Product Designer position. Our recruitment team will review your application and reach out shortly.","variant":"success"},"visible":{"$state":"/submitted"},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/state/submitted","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..d65953cd1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","chart-card","products-card","actions-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-text","download-btn"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Founder Monthly Sales Check","subtitle":"Performance overview for November 2024"}}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Report (CSV)","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadSuccess","value":true}}}}}
+{"op":"add","path":"/state/downloadSuccess","value":false}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"variant":"sunk"},"visible":{"$state":"/downloadSuccess"},"children":["download-alert"]}}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Report Downloaded","description":"The monthly sales check CSV report has been exported to your downloads folder.","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-revenue","kpi-conversion","kpi-orders"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-rev-title","kpi-rev-value","kpi-rev-tag"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/monthlyRevenue"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-rev-tag","value":{"type":"Tag","props":{"text":"+14.2% vs last month","variant":"success"}}}
+{"op":"add","path":"/state/kpis","value":{"monthlyRevenue":"$128,450","conversionRate":"3.82%","totalOrders":1420}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-conv-title","kpi-conv-value","kpi-conv-tag"]}}
+{"op":"add","path":"/elements/kpi-conv-title","value":{"type":"TextContent","props":{"text":"Conversion Percentage","size":"small"}}}
+{"op":"add","path":"/elements/kpi-conv-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/conversionRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-conv-tag","value":{"type":"Tag","props":{"text":"+0.4% conversion uplift","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-orders-title","kpi-orders-value","kpi-orders-tag"]}}
+{"op":"add","path":"/elements/kpi-orders-title","value":{"type":"TextContent","props":{"text":"Total Monthly Orders","size":"small"}}}
+{"op":"add","path":"/elements/kpi-orders-value","value":{"type":"Heading","props":{"text":"1,420","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-orders-tag","value":{"type":"Tag","props":{"text":"Avg order: $90.45","variant":"neutral"}}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","sales-line-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"6-Month Revenue Trend","subtitle":"Monthly total revenue movement ($ USD)"}}}
+{"op":"add","path":"/elements/sales-line-chart","value":{"type":"AreaChart","props":{"labels":["Jun","Jul","Aug","Sep","Oct","Nov"],"series":["revenue-series"],"xLabel":"Month","yLabel":"Revenue ($)","variant":"natural"}}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[82000,91500,88000,104000,112500,128450]}}}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-header","products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Top 3 Best-Selling Products","subtitle":"Ranked by total volume and units sold this month"}}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["product-item"]}}
+{"op":"add","path":"/elements/product-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["product-left","product-right"]}}
+{"op":"add","path":"/elements/product-left","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["product-rank","product-details"]}}
+{"op":"add","path":"/elements/product-rank","value":{"type":"Badge","props":{"text":{"$template":"#${rank}"},"variant":"default"}}}
+{"op":"add","path":"/elements/product-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["product-title","product-category"]}}
+{"op":"add","path":"/elements/product-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/product-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"}}}
+{"op":"add","path":"/elements/product-right","value":{"type":"Card","props":{"direction":"column","align":"end","gap":"none"},"children":["product-units","product-revenue"]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Heading","props":{"text":{"$template":"${units} units sold"},"level":"h4"}}}
+{"op":"add","path":"/elements/product-revenue","value":{"type":"TextContent","props":{"text":{"$template":"${revenue} total"},"size":"small"}}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"p1","rank":1,"name":"Pro SaaS Annual Plan","category":"Software Subscription","units":540,"revenue":"$64,800"}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"p2","rank":2,"name":"Growth Advisory Workshop","category":"Professional Services","units":320,"revenue":"$38,400"}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"p3","rank":3,"name":"Starter Developer Kit","category":"Hardware & Addons","units":260,"revenue":"$18,200"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..181d88414
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","chart-card","bottom-grid"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true},"children":["header-titles","download-btn"]}}
+{"op":"add","path":"/elements/header-titles","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Monthly Sales Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"October 2023 Performance & Revenue Overview","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Report (CSV)","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloadSuccess","value":false}
+{"op":"add","path":"/elements/download-banner","value":{"type":"Alert","props":{"title":"Report Downloaded","description":" monthly_sales_october_2023.csv has been exported to your downloads folder.","variant":"success"},"visible":{"$state":"/downloadSuccess"},"children":[]}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["rev-kpi","conv-kpi","aov-kpi"]}}
+{"op":"add","path":"/elements/rev-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["rev-label","rev-value","rev-badge"]}}
+{"op":"add","path":"/elements/rev-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-value","value":{"type":"Heading","props":{"text":"$128,450","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/rev-badge","value":{"type":"Badge","props":{"text":"+14.2% vs last month","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/conv-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conv-label","conv-value","conv-badge"]}}
+{"op":"add","path":"/elements/conv-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conv-value","value":{"type":"Heading","props":{"text":"3.85%","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conv-badge","value":{"type":"Badge","props":{"text":"+0.4% conversion lift","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/aov-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-label","aov-value","aov-badge"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"TextContent","props":{"text":"Total Orders","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"Heading","props":{"text":"2,140","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/aov-badge","value":{"type":"Badge","props":{"text":"Avg Order Value $60","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","sales-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Revenue Trend","subtitle":"6-Month historical performance ($USD thousands)"},"children":[]}}
+{"op":"add","path":"/elements/chart-series","value":{"type":"Series","props":{"category":"Revenue ($k)","values":{"$state":"/trendValues"}},"children":[]}}
+{"op":"add","path":"/state/trendLabels","value":["May","Jun","Jul","Aug","Sep","Oct"]}
+{"op":"add","path":"/state/trendValues","value":[82,91,95,108,112,128]}
+{"op":"add","path":"/elements/sales-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/trendLabels"},"series":["chart-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($k)"},"children":[]}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["products-card","funnel-card"]}}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-header","products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Top 3 Best-Selling Products","subtitle":"By units sold this month"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["product-item"]}}
+{"op":"add","path":"/elements/product-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["product-info","product-meta"]}}
+{"op":"add","path":"/elements/product-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["product-name","product-price"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/product-price","value":{"type":"TextContent","props":{"text":{"$item":"revenue"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/product-meta","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"none"},"children":["product-units","product-tag"]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"TextContent","props":{"text":{"$item":"unitsFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-tag","value":{"type":"Tag","props":{"text":{"$item":"share"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"1","name":"Pro Annual Subscription","revenue":"$68,400 rev","unitsFormatted":"570 units","share":"53% of total"}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"2","name":"Starter Monthly Tier","revenue":"$31,200 rev","unitsFormatted":"1,040 units","share":"24% of total"}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"3","name":"Enterprise Add-on Pack","revenue":"$28,850 rev","unitsFormatted":"230 units","share":"23% of total"}}
+{"op":"add","path":"/elements/funnel-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["funnel-header","conv-progress","funnel-steps"]}}
+{"op":"add","path":"/elements/funnel-header","value":{"type":"CardHeader","props":{"title":"Conversion Breakdown","subtitle":"Visitors to paying customers"},"children":[]}}
+{"op":"add","path":"/elements/conv-progress","value":{"type":"Progress","props":{"value":3.85,"label":"Overall Conversion Rate: 3.85%"},"children":[]}}
+{"op":"add","path":"/elements/funnel-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"55,584 Unique Visitors","details":"Total store traffic in October"},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"8,893 Added to Cart","details":"16.0% intent rate"},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"2,140 Completed Purchases","details":"3.85% net conversion rate"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..94c1ae1ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"card","gap":"xl"},"children":["header-card","kpi-grid","chart-card","bottom-grid","action-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-text","header-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Founder's Monthly Sales Check","subtitle":"Performance Overview • October 2023"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Live Data","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["kpi-revenue","kpi-conversion"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-rev-title","kpi-rev-val","kpi-rev-tag"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/monthlyRevenue"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-rev-tag","value":{"type":"Tag","props":{"text":"+14.2% vs last month","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-conv-title","kpi-conv-val","kpi-conv-tag"]}}
+{"op":"add","path":"/elements/kpi-conv-title","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-conv-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/conversionRate"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-conv-tag","value":{"type":"Tag","props":{"text":"+0.6% vs benchmark","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/kpis","value":{"monthlyRevenue":"$128,450","conversionRate":"3.82%"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["chart-title","revenue-line-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"6-Month Revenue Trend","level":"h3"}}}
+{"op":"add","path":"/elements/revenue-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/revenueHistory/months"},"series":["series-revenue"],"xLabel":"Month","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/series-revenue","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueHistory/values"}}}}
+{"op":"add","path":"/state/revenueHistory","value":{"months":["May","Jun","Jul","Aug","Sep","Oct"],"values":[84000,92000,98000,110000,112500,128450]}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["best-sellers-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["products-title","products-list"]}}
+{"op":"add","path":"/elements/products-title","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"}}}
+{"op":"add","path":"/elements/products-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-item"]}}
+{"op":"add","path":"/elements/product-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"Units sold: ${units} • Revenue: ${revenue}"},"actionLabel":"Top Seller"}}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"p1","name":"Pro Annual Subscription","units":412,"revenue":"$82,400"}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"p2","name":"Team License Pack","units":185,"revenue":"$27,750"}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"p3","name":"Starter Monthly Plan","units":620,"revenue":"$18,300"}}
+{"op":"add","path":"/elements/action-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["download-text","download-dialog"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Export full financial metrics and raw sales records for off-platform auditing.","size":"small"}}}
+{"op":"add","path":"/elements/download-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Download Numbers (CSV)","triggerVariant":"default","title":"Download Monthly Sales Data","description":"This will generate a CSV export containing detailed transactional records, conversion breakdown, and revenue trends for October 2023.","confirmLabel":"Confirm & Download","cancelLabel":"Cancel"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..79f3046d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main-dashboard"}
+{"op":"add","path":"/elements/main-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","kpi-grid","chart-card","products-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","download-btn"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Founder's Monthly Sales Check","subtitle":"Performance summary for October 2023"}}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Export Report (CSV)","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadToast","value":true}}}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["revenue-kpi","conversion-kpi"]}}
+{"op":"add","path":"/elements/revenue-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["rev-header","rev-badge","rev-subtext"]}}
+{"op":"add","path":"/elements/rev-header","value":{"type":"TextContent","props":{"text":"### Monthly Revenue\n# $128,450","size":"large-heavy"}}}
+{"op":"add","path":"/elements/rev-badge","value":{"type":"Badge","props":{"text":"+14.2% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/rev-subtext","value":{"type":"TextContent","props":{"text":"Target: $120,000 (107% achieved)","size":"small"}}}
+{"op":"add","path":"/elements/conversion-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conv-header","conv-badge","conv-progress"]}}
+{"op":"add","path":"/elements/conv-header","value":{"type":"TextContent","props":{"text":"### Conversion Rate\n# 3.82%","size":"large-heavy"}}}
+{"op":"add","path":"/elements/conv-badge","value":{"type":"Badge","props":{"text":"+0.45% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/conv-progress","value":{"type":"Progress","props":{"value":76,"label":"Funnel Conversion Health"}}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-title","revenue-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"CardHeader","props":{"title":"6-Month Revenue Trend","subtitle":"May 2023 - October 2023 (in USD)"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"BarChart","props":{"labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["rev-series"]}}}
+{"op":"add","path":"/elements/rev-series","value":{"type":"Series","props":{"category":"Revenue ($)","values":[82000,95000,89000,104000,112500,128450]}}}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-title","products-table"]}}
+{"op":"add","path":"/elements/products-title","value":{"type":"CardHeader","props":{"title":"Top 3 Best-Selling Products","subtitle":"Performance by units sold and overall contribution"}}}
+{"op":"add","path":"/elements/products-table","value":{"type":"Table","props":{"columns":["col-rank","col-product","col-units","col-revenue"]}}}
+{"op":"add","path":"/elements/col-rank","value":{"type":"Col","props":{"label":"Rank","type":"string","data":["#1","#2","#3"]}}}
+{"op":"add","path":"/elements/col-product","value":{"type":"Col","props":{"label":"Product Name","type":"string","data":["Pro Plan (Annual)","Enterprise Add-on","Starter Kit"]}}}
+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units Sold","type":"number","data":[1420,380,850]}}}
+{"op":"add","path":"/elements/col-revenue","value":{"type":"Col","props":{"label":"Total Revenue","type":"string","data":["$70,990","$37,990","$16,990"]}}}
+{"op":"add","path":"/state/downloadToast","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..8467abbf8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"app-container"}
+{"op":"add","path":"/elements/app-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","missing-banner","add-update-card","updates-section","metrics-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","header-date"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🚀 Engineering Team Async Standup","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-date","value":{"type":"Badge","props":{"text":"📅 Today, Oct 24, 2023","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/missing-banner","value":{"type":"Alert","props":{"title":{"$template":"${/missingCount} Teammates Pending Updates"},"description":"Please submit your daily check-in by 10:00 AM PST. Highlighting blockers helps the team unblock you faster!","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/add-update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["form-title","update-form"]}}
+{"op":"add","path":"/elements/form-title","value":{"type":"Heading","props":{"text":"✍️ Post Your Daily Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/update-form","value":{"type":"Form","props":{"name":"standupForm","fields":["field-yesterday","field-today","field-blocker"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-yesterday","value":{"type":"FormControl","props":{"label":"What did you accomplish yesterday?","input":"input-yesterday"},"children":[]}}
+{"op":"add","path":"/elements/input-yesterday","value":{"type":"TextArea","props":{"name":"yesterday","placeholder":"Finished API endpoint documentation and resolved PR reviews...","rows":2,"value":{"$bindState":"/newUpdate/yesterday"}},"children":[]}}
+{"op":"add","path":"/elements/field-today","value":{"type":"FormControl","props":{"label":"What will you work on today?","input":"input-today"},"children":[]}}
+{"op":"add","path":"/elements/input-today","value":{"type":"TextArea","props":{"name":"today","placeholder":"Integrating new OAuth flow and setting up CI pipeline...","rows":2,"value":{"$bindState":"/newUpdate/today"}},"children":[]}}
+{"op":"add","path":"/elements/field-blocker","value":{"type":"FormControl","props":{"label":"Any blockers? (Leave blank if none)","input":"input-blocker","hint":"Blocked status will highlight your update for team support"},"children":[]}}
+{"op":"add","path":"/elements/input-blocker","value":{"type":"Input","props":{"name":"blocker","placeholder":"Waiting for design specs from UI team...","type":"text","value":{"$bindState":"/newUpdate/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Check-in","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/standups","value":{"id":"$id","name":"Current User","role":"Frontend Developer","avatar":"CU","time":"Just now","yesterday":{"$state":"/newUpdate/yesterday"},"today":{"$state":"/newUpdate/today"},"blocker":{"$state":"/newUpdate/blocker"},"isBlocked":{"$cond":{"$state":"/newUpdate/blocker"},"$then":true,"$else":false}},"clearStatePath":"/newUpdate"}}},"children":[]}}
+{"op":"add","path":"/state/newUpdate","value":{"yesterday":"","today":"","blocker":""}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-title","standup-list"]}}
+{"op":"add","path":"/elements/updates-title","value":{"type":"Heading","props":{"text":"💬 Team Updates","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/standup-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/standups","key":"id"},"children":["standup-card"]}}
+{"op":"add","path":"/elements/standup-card","value":{"type":"Card","props":{"variant":{"$cond":{"$item":"isBlocked"},"$then":"sunk","$else":"card"},"direction":"column","gap":"m"},"children":["user-header","blocker-alert","updates-details"]}}
+{"op":"add","path":"/elements/user-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["user-profile","time-badge"]}}
+{"op":"add","path":"/elements/user-profile","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["user-avatar","user-meta"]}}
+{"op":"add","path":"/elements/user-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"avatar"}},"children":[]}}
+{"op":"add","path":"/elements/user-meta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["user-name","user-role"]}}
+{"op":"add","path":"/elements/user-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/user-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/time-badge","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/blocker-alert","value":{"type":"Alert","props":{"title":"🚨 BLOCKED","description":{"$item":"blocker"},"variant":"destructive"},"visible":{"$item":"isBlocked"},"children":[]}}
+{"op":"add","path":"/elements/updates-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["yesterday-block","today-block"]}}
+{"op":"add","path":"/elements/yesterday-block","value":{"type":"TextContent","props":{"text":{"$template":"**Yesterday:** ${yesterday}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/today-block","value":{"type":"TextContent","props":{"text":{"$template":"**Today:** ${today}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/standups","value":[]}
+{"op":"add","path":"/state/standups/0","value":{"id":"1","name":"Sarah Chen","role":"Tech Lead","avatar":"SC","time":"8:45 AM","yesterday":"Reviewed PRs for auth service and finalized Q4 architecture roadmap.","today":"Deployment of auth service v2 to staging; pairing with Alex on database migrations.","blocker":"Stuck waiting for DevOps team to provision staging DB cluster credentials.","isBlocked":true}}
+{"op":"add","path":"/state/standups/1","value":{"id":"2","name":"Marcus Vance","role":"Backend Engineer","avatar":"MV","time":"9:10 AM","yesterday":"Implemented redis caching layer for product catalog endpoints. Reduced response latency by 40%.","today":"Benchmarking search queries and adding unit tests for caching logic.","blocker":"","isBlocked":false}}
+{"op":"add","path":"/state/standups/2","value":{"id":"3","name":"Elena Rostova","role":"UI/UX Designer","avatar":"ER","time":"9:30 AM","yesterday":"Completed interactive Figma prototypes for the mobile checkout flow.","today":"Handing off assets to mobile developers and gathering feedback on design system tokens.","blocker":"Need confirmation on finalized stripe integration flow before locking checkout wireframes.","isBlocked":true}}
+{"op":"add","path":"/elements/metrics-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["metrics-title","summary-table"]}}
+{"op":"add","path":"/elements/metrics-title","value":{"type":"Heading","props":{"text":"📊 Participation Summary","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/summary-table","value":{"type":"Table","props":{"columns":["col-member","col-status","col-time"]},"children":[]}}
+{"op":"add","path":"/elements/col-member","value":{"type":"Col","props":{"label":"Teammate","data":{"$state":"/summary/members"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/summary/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-time","value":{"type":"Col","props":{"label":"Submitted","data":{"$state":"/summary/times"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"members":["Sarah Chen","Marcus Vance","Elena Rostova","David Kim","Amara Patel"],"statuses":["Blocked","Submitted","Blocked","Missing","Missing"],"times":["8:45 AM","9:10 AM","9:30 AM","Pending","Pending"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..623f9a306
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","stats-banner","post-update-card","blocked-section","team-updates-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-info","header-date-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["app-title","app-subtitle"]}}
+{"op":"add","path":"/elements/app-title","value":{"type":"Heading","props":{"level":"h2","text":"Async Daily Standup"}}}
+{"op":"add","path":"/elements/app-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Engineering & Product Team • Daily Sync"},"children":[]}}
+{"op":"add","path":"/elements/header-date-badge","value":{"type":"Badge","props":{"text":"📅 Today: Oct 24, 2023","variant":"secondary"}}}
+{"op":"add","path":"/elements/stats-banner","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"sunk"},"children":["stat-missing","stat-blocked","stat-submitted"]}}
+{"op":"add","path":"/elements/stat-missing","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-missing-val","stat-missing-lbl"]}}
+{"op":"add","path":"/elements/stat-missing-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/missingCount} Missing"}}}}
+{"op":"add","path":"/elements/stat-missing-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Teammates pending update"},"children":[]}}
+{"op":"add","path":"/elements/stat-blocked","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-blocked-val","stat-blocked-lbl"]}}
+{"op":"add","path":"/elements/stat-blocked-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/blockedCount} Blocked"}}}}
+{"op":"add","path":"/elements/stat-blocked-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Requires attention"},"children":[]}}
+{"op":"add","path":"/elements/stat-submitted","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-submitted-val","stat-submitted-lbl"]}}
+{"op":"add","path":"/elements/stat-submitted-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/submittedCount} Submitted"}}}}
+{"op":"add","path":"/elements/stat-submitted-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Completed updates"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/state/blockedCount","value":1}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/elements/post-update-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["post-update-header","post-update-form"]}}
+{"op":"add","path":"/elements/post-update-header","value":{"type":"CardHeader","props":{"subtitle":"Share what you worked on, what you're doing today, and any blockers","title":"Post Your Update"}}}
+{"op":"add","path":"/elements/post-update-form","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["field-yesterday","field-today","field-blockers","post-submit-btn"]}}
+{"op":"add","path":"/elements/field-yesterday","value":{"type":"FormControl","props":{"hint":"Key accomplishments from yesterday","input":"input-yesterday","label":"Yesterday"}}}
+{"op":"add","path":"/elements/input-yesterday","value":{"type":"Input","props":{"name":"yesterday","placeholder":"e.g. Finished API endpoints for billing","value":{"$bindState":"/newUpdate/yesterday"}}}}
+{"op":"add","path":"/elements/field-today","value":{"type":"FormControl","props":{"hint":"Main priorities for today","input":"input-today","label":"Today"}}}
+{"op":"add","path":"/elements/input-today","value":{"type":"TextArea","props":{"name":"today","placeholder":"e.g. Integrating payment gateway and writing unit tests","rows":2,"value":{"$bindState":"/newUpdate/today"}}}}
+{"op":"add","path":"/elements/field-blockers","value":{"type":"FormControl","props":{"hint":"Leave blank if you are not blocked","input":"input-blockers","label":"Blockers (Optional)"}}}
+{"op":"add","path":"/elements/input-blockers","value":{"type":"Input","props":{"name":"blockers","placeholder":"e.g. Waiting for design specs from Alex","value":{"$bindState":"/newUpdate/blockers"}}}}
+{"op":"add","path":"/elements/post-submit-btn","value":{"type":"Button","props":{"label":"Submit Standup Update","size":"medium","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/newUpdate/today","statePath":"/updates","value":{"avatar":"https://images.unsplash.com/photo-1534528741775-53994a69daeb?w=150","blockers":{"$state":"/newUpdate/blockers"},"id":"$id","isBlocked":false,"name":"You (Current User)","role":"Fullstack Engineer","time":"Just now","today":{"$state":"/newUpdate/today"},"yesterday":{"$state":"/newUpdate/yesterday"}}}}}}}
+{"op":"add","path":"/state/newUpdate","value":{"blockers":"","today":"","yesterday":""}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["blocked-heading","blocked-callout"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"level":"h3","text":"🚨 Blocked Teammates Callout"}}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Alert","props":{"description":"Marcus Chen is currently blocked on Mobile Checkout: 'Waiting for Security Audit approval on OAuth tokens before launching test build.'","title":"1 Teammate Needs Assistance","variant":"destructive"}}}
+{"op":"add","path":"/elements/team-updates-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["team-heading","updates-list"]}}
+{"op":"add","path":"/elements/team-heading","value":{"type":"Heading","props":{"level":"h3","text":"Team Updates Today"}}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"repeat":{"key":"id","statePath":"/updates"},"children":["update-item-card"]}}
+{"op":"add","path":"/elements/update-item-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["update-item-header","update-item-body","update-item-blocker"]}}
+{"op":"add","path":"/elements/update-item-header","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"clear"},"children":["user-profile-group","status-badge-group"]}}
+{"op":"add","path":"/elements/user-profile-group","value":{"type":"Card","props":{"align":"center","direction":"row","gap":"s","variant":"clear"},"children":["user-avatar","user-meta"]}}
+{"op":"add","path":"/elements/user-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"name"},"src":{"$item":"avatar"}}}}
+{"op":"add","path":"/elements/user-meta","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["user-name","user-role"]}}
+{"op":"add","path":"/elements/user-name","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/user-role","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"role"}},"children":[]}}
+{"op":"add","path":"/elements/status-badge-group","value":{"type":"Card","props":{"align":"center","direction":"row","gap":"s","variant":"clear"},"children":["blocked-badge","time-stamp"]}}
+{"op":"add","path":"/elements/blocked-badge","value":{"type":"Tag","props":{"text":"BLOCKED","variant":"danger"},"visible":{"$item":"isBlocked"}}}
+{"op":"add","path":"/elements/time-stamp","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"time"}},"children":[]}}
+{"op":"add","path":"/elements/update-item-body","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["yesterday-block","today-block"]}}
+{"op":"add","path":"/elements/yesterday-block","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["yesterday-label","yesterday-text"]}}
+{"op":"add","path":"/elements/yesterday-label","value":{"type":"TextContent","props":{"size":"small-heavy","text":"YESTERDAY"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-text","value":{"type":"TextContent","props":{"size":"default","text":{"$item":"yesterday"}},"children":[]}}
+{"op":"add","path":"/elements/today-block","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["today-label","today-text"]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"size":"small-heavy","text":"TODAY"},"children":[]}}
+{"op":"add","path":"/elements/today-text","value":{"type":"TextContent","props":{"size":"default","text":{"$item":"today"}},"children":[]}}
+{"op":"add","path":"/elements/update-item-blocker","value":{"type":"TextCallout","props":{"description":{"$item":"blockers"},"title":"Blocker","variant":"danger"},"visible":{"$item":"isBlocked"}}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"avatar":"https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?w=150","blockers":"Waiting for Security Audit approval on OAuth tokens before launching test build.","id":"1","isBlocked":true,"name":"Marcus Chen","role":"Lead iOS Developer","time":"8:45 AM","today":"Setup TestFlight deployment pipeline and begin push notification refactor.","yesterday":"Completed OAuth2 login flow implementation and integrated Keychain storage."}}
+{"op":"add","path":"/state/updates/1","value":{"avatar":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=150","blockers":"","id":"2","isBlocked":false,"name":"Sarah Jenkins","role":"Senior Product Designer","time":"9:10 AM","today":"Figma prototyping for mobile checkout & design system token sync.","yesterday":"Finalized wireframes for user onboarding v2 and conducted usability test."}}
+{"op":"add","path":"/state/updates/2","value":{"avatar":"https://images.unsplash.com/photo-1500648767791-00dcc994a43e?w=150","blockers":"","id":"3","isBlocked":false,"name":"David Kalu","role":"Backend Engineer","time":"9:30 AM","today":"Database index optimization and API rate limiting setup.","yesterday":"Migrated user auth microservice to PostgreSQL cluster."}}
+{"op":"add","path":"/state/updates/3","value":{"avatar":"https://images.unsplash.com/photo-1438761681033-6461ffad8d80?w=150","blockers":"","id":"4","isBlocked":false,"name":"Elena Rostova","role":"QA Automation Lead","time":"9:42 AM","today":"Writing Cypress integration tests for payment webhooks.","yesterday":"Automated regression testing suite for web release 3.4."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..7c631b1d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","stats-row","form-card","updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-date"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Async Daily Standup","level":"h1"}}}
+{"op":"add","path":"/elements/header-date","value":{"type":"Badge","props":{"text":{"$state":"/todayDate"},"variant":"outline"}}}
+{"op":"add","path":"/state/todayDate","value":"October 24, 2023"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["stat-missing","stat-blocked"]}}
+{"op":"add","path":"/elements/stat-missing","value":{"type":"Alert","props":{"title":{"$template":"${/missingCount} Updates Missing"},"description":"Teammates who haven't submitted their async standup today.","variant":"warning"}}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/stat-blocked","value":{"type":"Alert","props":{"title":{"$template":"${/blockedCount} Teammates Blocked"},"description":"Attention needed to clear blockers for the team.","variant":"destructive"}}}
+{"op":"add","path":"/state/blockedCount","value":1}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["form-title","input-name","input-today","input-blocker","submit-btn"]}}
+{"op":"add","path":"/elements/form-title","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h3"}}}
+{"op":"add","path":"/elements/input-name","value":{"type":"FormControl","props":{"label":"Your Name","input":"field-name"}}}
+{"op":"add","path":"/elements/field-name","value":{"type":"Input","props":{"name":"authorName","placeholder":"e.g. Alex Morgan","value":{"$bindState":"/newUpdate/author"}}}}
+{"op":"add","path":"/elements/input-today","value":{"type":"FormControl","props":{"label":"What are you working on today?","input":"field-today"}}}
+{"op":"add","path":"/elements/field-today","value":{"type":"TextArea","props":{"name":"todayText","placeholder":"Today I am working on...","rows":2,"value":{"$bindState":"/newUpdate/today"}}}}
+{"op":"add","path":"/elements/input-blocker","value":{"type":"FormControl","props":{"label":"Any blockers? (Optional)","input":"field-blocker"}}}
+{"op":"add","path":"/elements/field-blocker","value":{"type":"Input","props":{"name":"blockerText","placeholder":"e.g. Waiting for API design signoff...","value":{"$bindState":"/newUpdate/blocker"}}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Standup Update","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","author":{"$state":"/newUpdate/author"},"avatar":"AM","role":"Team Member","today":{"$state":"/newUpdate/today"},"blocker":{"$state":"/newUpdate/blocker"},"isBlocked":true},"clearStatePath":"/newUpdate"}}}}}
+{"op":"add","path":"/state/newUpdate","value":{"author":"","today":"","blocker":""}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team Updates","level":"h2"}}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["update-header","update-today","update-blocker-callout"]}}
+{"op":"add","path":"/elements/update-header","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between"},"children":["author-info","status-badge"]}}
+{"op":"add","path":"/elements/author-info","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["author-avatar","author-meta"]}}
+{"op":"add","path":"/elements/author-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"avatar"}}}}
+{"op":"add","path":"/elements/author-meta","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["author-name","author-role"]}}
+{"op":"add","path":"/elements/author-name","value":{"type":"TextContent","props":{"text":{"$item":"author"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/author-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$item":"isBlocked"},"$then":"Blocked","$else":"On Track"},"variant":{"$cond":{"$item":"isBlocked"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/update-today","value":{"type":"TextContent","props":{"text":{"$template":"**Today:** ${today}"}}}}
+{"op":"add","path":"/elements/update-blocker-callout","value":{"type":"Callout","props":{"variant":"error","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"isBlocked"}}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"1","author":"Sarah Chen","role":"Senior Frontend Engineer","avatar":"SC","today":"Finalizing dashboard chart components and writing integration tests.","blocker":"Waiting on backend PR #402 for user analytics endpoint.","isBlocked":true}}
+{"op":"add","path":"/state/updates/1","value":{"id":"2","author":"Marcus Johnson","role":"Backend Developer","avatar":"MJ","today":"Reviewing database migration scripts and optimizing auth queries.","blocker":"","isBlocked":false}}
+{"op":"add","path":"/state/updates/2","value":{"id":"3","author":"Elena Rostova","role":"Product Designer","avatar":"ER","today":"Conducting user feedback sessions for the new onboarding flow.","blocker":"","isBlocked":false}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..13953e414
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","stats-card","form-card","team-updates-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["header-info","date-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Daily Standup","level":"h2"}}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Engineering & Product Team","size":"small"}}}
+{"op":"add","path":"/elements/date-badge","value":{"type":"Badge","props":{"text":{"$state":"/todayDate"},"variant":"outline"}}}
+{"op":"add","path":"/state/todayDate","value":"Wednesday, Oct 24"}
+{"op":"add","path":"/elements/stats-card","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["submitted-stat","missing-stat"]}}
+{"op":"add","path":"/elements/submitted-stat","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["submitted-count","submitted-label"]}}
+{"op":"add","path":"/elements/submitted-count","value":{"type":"Heading","props":{"text":{"$template":"${/submittedCount}"},"level":"h3"}}}
+{"op":"add","path":"/elements/submitted-label","value":{"type":"TextContent","props":{"text":"Submitted","size":"small"}}}
+{"op":"add","path":"/elements/missing-stat","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["missing-count","missing-label"]}}
+{"op":"add","path":"/elements/missing-count","value":{"type":"Heading","props":{"text":{"$template":"${/missingCount}"},"level":"h3"}}}
+{"op":"add","path":"/elements/missing-label","value":{"type":"TextContent","props":{"text":"Updates Missing","size":"small"}}}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["form-title","form-today-control","form-blocker-control","form-submit-button"]}}
+{"op":"add","path":"/elements/form-title","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h4"}}}
+{"op":"add","path":"/elements/form-today-control","value":{"type":"FormControl","props":{"label":"What are you working on today?","input":"form-today-input"}}}
+{"op":"add","path":"/elements/form-today-input","value":{"type":"TextArea","props":{"placeholder":"e.g. Finishing API endpoints for user auth...","rows":2,"value":{"$bindState":"/newUpdate/today"}}}}
+{"op":"add","path":"/elements/form-blocker-control","value":{"type":"FormControl","props":{"label":"Any blockers? (Optional)","input":"form-blocker-input"}}}
+{"op":"add","path":"/elements/form-blocker-input","value":{"type":"Input","props":{"placeholder":"e.g. Waiting on design assets for navbar...","value":{"$bindState":"/newUpdate/blocker"}}}}
+{"op":"add","path":"/elements/form-submit-button","value":{"type":"Button","props":{"label":"Submit Standup","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/newUpdate/today","statePath":"/updates","value":{"avatar":"/avatars/you.jpg","blocker":{"$state":"/newUpdate/blocker"},"id":"$id","initials":"YOU","name":"You","role":"Developer","today":{"$state":"/newUpdate/today"}}}}}}}
+{"op":"add","path":"/state/newUpdate","value":{"blocker":"","today":""}}
+{"op":"add","path":"/elements/team-updates-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["updates-title","blockers-alert","updates-list"]}}
+{"op":"add","path":"/elements/updates-title","value":{"type":"Heading","props":{"text":"Team Updates","level":"h3"}}}
+{"op":"add","path":"/elements/blockers-alert","value":{"type":"Alert","props":{"description":"1 teammate is currently blocked. See details below.","title":"Attention Needed","variant":"warning"}}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"key":"id","statePath":"/updates"},"children":["update-item-card"]}}
+{"op":"add","path":"/elements/update-item-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["update-header","update-today-text","update-blocker-callout"]}}
+{"op":"add","path":"/elements/update-header","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between"},"children":["user-info","status-tag"]}}
+{"op":"add","path":"/elements/user-info","value":{"type":"Card","props":{"align":"center","direction":"row","gap":"s"},"children":["user-avatar","user-details"]}}
+{"op":"add","path":"/elements/user-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"src":{"$item":"avatar"}}}}
+{"op":"add","path":"/elements/user-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["user-name","user-role"]}}
+{"op":"add","path":"/elements/user-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/user-role","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"role"}}}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"size":"sm","text":{"$cond":{"$item":"blocker"},"$else":"On Track","$then":"Blocked"},"variant":{"$cond":{"$item":"blocker"},"$else":"success","$then":"danger"}}}}
+{"op":"add","path":"/elements/update-today-text","value":{"type":"TextContent","props":{"text":{"$template":"**Today:** ${today}"}}}}
+{"op":"add","path":"/elements/update-blocker-callout","value":{"type":"TextCallout","props":{"description":{"$item":"blocker"},"title":"Blocker","variant":"danger"},"visible":{"$item":"blocker"}}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"avatar":"","blocker":"Waiting for design specs on the checkout flow from Alex.","id":"1","initials":"JD","name":"Jane Doe","role":"Frontend Engineer","today":"Working on refactoring the primary navigation and mobile responsiveness."}}
+{"op":"add","path":"/state/updates/1","value":{"avatar":"","blocker":"","id":"2","initials":"AS","name":"Alex Smith","role":"Product Designer","today":"Finalizing interactive prototypes for the new onboarding experience."}}
+{"op":"add","path":"/state/updates/2","value":{"avatar":"","blocker":"","id":"3","initials":"MC","name":"Michael Chen","role":"Backend Lead","today":"Deploying database migrations and optimizing search query performance."}}
+{"op":"add","path":"/state/updates/3","value":{"avatar":"","blocker":"","id":"4","initials":"SK","name":"Sarah Kim","role":"QA Engineer","today":"Writing automated end-to-end test suites for payment integration."}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..4c80422d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","alert-banner","controls-card","inventory-list","followup"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Alerts","subtitle":"Monitor stock thresholds, search items, and generate restock purchase orders."}}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Stock Level Warning","description":"4 products are currently below their reorder threshold. Immediate restock recommended to prevent stockouts.","variant":"warning"}}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["controls-row"]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["search-control","threshold-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Inventory","input":"search-input","hint":"Filter by product name or SKU"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search product name or SKU...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Warning Threshold (Units)","input":"threshold-slider","hint":"Set low-stock trigger limit"}}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":5,"max":50,"step":5,"value":{"$bindState":"/globalThreshold"}}}}
+{"op":"add","path":"/state/globalThreshold","value":[15]}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/inventory","key":"id"},"children":["inventory-item-card"]}}
+{"op":"add","path":"/elements/inventory-item-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["item-main-row","reorder-drawer"]}}
+{"op":"add","path":"/elements/item-main-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","stock-metrics","quick-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-title-row","item-sku"]}}
+{"op":"add","path":"/elements/item-title-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["item-name","item-status-badge"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/item-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} | Category: ${category}"},"size":"small"}}}
+{"op":"add","path":"/elements/stock-metrics","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["units-text","stock-progress"]}}
+{"op":"add","path":"/elements/units-text","value":{"type":"TextContent","props":{"text":{"$template":"**${remaining}** units left (Threshold: ${threshold})"},"size":"default"}}}
+{"op":"add","path":"/elements/stock-progress","value":{"type":"Progress","props":{"value":{"$item":"stockPercent"},"label":"Stock Level"}}}
+{"op":"add","path":"/elements/quick-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["quick-reorder-button"]}}
+{"op":"add","path":"/elements/quick-reorder-button","value":{"type":"Button","props":{"label":"Instant Reorder (+50)","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/inventory/0/remaining","value":53}}}}}
+{"op":"add","path":"/elements/reorder-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Configure Custom Reorder","title":"Create Purchase Order","description":"Adjust quantity and select supplier to send an automated reorder request.","content":["po-form"]}}}
+{"op":"add","path":"/elements/po-form","value":{"type":"Form","props":{"name":"reorderForm","buttons":"po-buttons","fields":["po-supplier-control","po-qty-control"]}}}
+{"op":"add","path":"/elements/po-supplier-control","value":{"type":"FormControl","props":{"label":"Supplier","input":"po-supplier-select"}}}
+{"op":"add","path":"/elements/po-supplier-select","value":{"type":"Select","props":{"name":"supplier","placeholder":"Select vendor","items":["vendor-1","vendor-2"]}}}
+{"op":"add","path":"/elements/vendor-1","value":{"type":"SelectItem","props":{"label":"Acme Wholesalers Ltd","value":"acme"}}}
+{"op":"add","path":"/elements/vendor-2","value":{"type":"SelectItem","props":{"label":"Global Supply Co","value":"global"}}}
+{"op":"add","path":"/elements/po-qty-control","value":{"type":"FormControl","props":{"label":"Order Quantity","input":"po-qty-input"}}}
+{"op":"add","path":"/elements/po-qty-input","value":{"type":"Input","props":{"name":"quantity","type":"number","placeholder":"100","value":"100"}}}
+{"op":"add","path":"/elements/po-buttons","value":{"type":"Buttons","props":{"buttons":["submit-po-btn"]}}}
+{"op":"add","path":"/elements/submit-po-btn","value":{"type":"Button","props":{"label":"Submit Reorder","variant":"primary"}}}
+{"op":"add","path":"/state/inventory","value":[]}
+{"op":"add","path":"/state/inventory/0","value":{"id":"inv-1","name":"Wireless Mechanical Keyboard","sku":"KBD-WM-001","category":"Electronics","remaining":3,"threshold":15,"stockPercent":20,"status":"Critical Low"}}
+{"op":"add","path":"/state/inventory/1","value":{"id":"inv-2","name":"Ergonomic Noise-Canceling Headphones","sku":"AUD-NC-089","category":"Electronics","remaining":5,"threshold":15,"stockPercent":33,"status":"Low Stock"}}
+{"op":"add","path":"/state/inventory/2","value":{"id":"inv-3","name":"USB-C Fast Charging Hub (7-in-1)","sku":"ACC-HUB-042","category":"Accessories","remaining":8,"threshold":20,"stockPercent":40,"status":"Low Stock"}}
+{"op":"add","path":"/state/inventory/3","value":{"id":"inv-4","name":"Ultra-Slim Monitor Stand","sku":"DSK-MNT-012","category":"Office Furniture","remaining":2,"threshold":10,"stockPercent":20,"status":"Critical Low"}}
+{"op":"add","path":"/elements/followup","value":{"type":"FollowUpBlock","props":{"items":["f1","f2","f3"]}}}
+{"op":"add","path":"/elements/f1","value":{"type":"FollowUpItem","props":{"text":"Show full purchase order history"}}}
+{"op":"add","path":"/elements/f2","value":{"type":"FollowUpItem","props":{"text":"Adjust automatic threshold calculations"}}}
+{"op":"add","path":"/elements/f3","value":{"type":"FollowUpItem","props":{"text":"Export low stock items to CSV"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..415bd1dbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","alert-banner","controls-card","inventory-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Management","subtitle":"Monitor stock levels, manage alert thresholds, and reorder critical stock."},"children":[]}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Callout","props":{"variant":"warning","title":"Action Required: Low Stock Items Detected","description":"Multiple inventory items have fallen below your safety stock threshold. Please review and place reorders to avoid fulfillment delays."},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["search-control","threshold-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Inventory","input":"search-input","hint":"Filter by SKU, item name, or category"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search items...","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Warning Threshold (Units)","input":"threshold-slider","hint":"Items with stock ≤ threshold will trigger warnings"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":5,"max":50,"step":5,"value":{"$bindState":"/warningThreshold"}},"children":[]}}
+{"op":"add","path":"/state/warningThreshold","value":[15]}
+{"op":"add","path":"/elements/inventory-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inventory-title","items-list"]}}
+{"op":"add","path":"/elements/inventory-title","value":{"type":"Heading","props":{"text":"Low Stock Items","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/inventory-list-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"item-1","sku":"SKU-1042","name":"Wireless Mechanical Keyboard","category":"Electronics","stock":4,"reorderQty":"25","status":"Critical"}}
+{"op":"add","path":"/state/items/1","value":{"id":"item-2","sku":"SKU-2891","name":"Ergonomic Mesh Office Chair","category":"Furniture","stock":2,"reorderQty":"10","status":"Critical"}}
+{"op":"add","path":"/state/items/2","value":{"id":"item-3","sku":"SKU-7734","name":"USB-C Dual Monitor Dock","category":"Electronics","stock":8,"reorderQty":"15","status":"Low"}}
+{"op":"add","path":"/state/items/3","value":{"id":"item-4","sku":"SKU-5120","name":"UltraWide 34\" Curved Monitor","category":"Electronics","stock":11,"reorderQty":"8","status":"Low"}}
+{"op":"add","path":"/state/items/4","value":{"id":"item-5","sku":"SKU-9012","name":"Noise Cancelling Headphones","category":"Audio","stock":6,"reorderQty":"20","status":"Critical"}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","item-stock","item-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-title-badge","item-sku"]}}
+{"op":"add","path":"/elements/item-title-badge","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["item-name","item-badge"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Critical"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}  •  Category: ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-stock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["item-units","item-threshold-comparison"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"TextContent","props":{"text":{"$template":"**${stock}** units left"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-threshold-comparison","value":{"type":"Tag","props":{"text":"Below Threshold","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["reorder-dialog"]}}
+{"op":"add","path":"/elements/reorder-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Reorder","triggerVariant":"default","title":"Place Purchase Order","description":"Confirm details to submit a stock reorder to the supplier.","content":["reorder-form-card"]},"children":[]}}
+{"op":"add","path":"/elements/reorder-form-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["reorder-item-summary","reorder-quantity-field","reorder-confirm-button"]}}
+{"op":"add","path":"/elements/reorder-item-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"Order Summary","description":{"$template":"Reordering stock for item: ${name} (SKU: ${sku}). Current stock is ${stock} units."}},"children":[]}}
+{"op":"add","path":"/elements/reorder-quantity-field","value":{"type":"FormControl","props":{"label":"Reorder Quantity","input":"reorder-input","hint":"Default recommended batch size shown"},"children":[]}}
+{"op":"add","path":"/elements/reorder-input","value":{"type":"Input","props":{"name":"reorderQty","type":"number","value":{"$bindItem":"reorderQty"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-confirm-button","value":{"type":"Button","props":{"label":"Confirm & Send Order","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastOrderedItem","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/lastOrderedItem","value":""}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..2a9cfd5e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","alert-banner","controls-card","items-list-container"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["header-title","header-desc"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Low Inventory Dashboard","level":"h1"}}}
+{"op":"add","path":"/elements/header-desc","value":{"type":"TextContent","props":{"text":"Monitor stock levels, set low-stock warning thresholds, and quickly place restock orders."}}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Low Stock Warning Triggered","description":"Items falling below the low-stock threshold require immediate attention to prevent stockouts.","variant":"warning"}}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["controls-grid"]}}
+{"op":"add","path":"/elements/controls-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["search-control","threshold-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Inventory","hint":"Filter by item name or SKU","input":"search-input"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Type item name or SKU...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Low Stock Threshold Warning Level","hint":"Triggers alert when stock is at or below this value","input":"threshold-slider"}}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":5,"max":50,"step":5,"value":{"$bindState":"/warningThreshold"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/warningThreshold","value":[15]}
+{"op":"add","path":"/elements/items-list-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/inventory","key":"id"},"children":["inventory-item-card"]}}
+{"op":"add","path":"/elements/inventory-item-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info-col","item-status-col","item-action-col"]}}
+{"op":"add","path":"/elements/item-info-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"large"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} • Category: ${category}"},"size":"small"}}}
+{"op":"add","path":"/elements/item-status-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["stock-badge","stock-progress"]}}
+{"op":"add","path":"/elements/stock-badge","value":{"type":"Badge","props":{"text":{"$template":"${remainingUnits} units remaining"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/stock-progress","value":{"type":"Progress","props":{"value":{"$item":"progressValue"},"label":"Stock Level"}}}
+{"op":"add","path":"/elements/item-action-col","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["reorder-dialog"]}}
+{"op":"add","path":"/elements/reorder-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Reorder Stock","triggerVariant":"default","title":"Place Restock Order","description":"Specify the reorder quantity for this supplier batch.","content":["reorder-form"]}}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["reorder-qty-control","reorder-confirm-btn"]}}
+{"op":"add","path":"/elements/reorder-qty-control","value":{"type":"FormControl","props":{"label":"Reorder Quantity","hint":"Recommended min order: 50 units","input":"reorder-qty-input"}}}
+{"op":"add","path":"/elements/reorder-qty-input","value":{"type":"Input","props":{"name":"reorderQty","type":"number","placeholder":"50"}}}
+{"op":"add","path":"/elements/reorder-confirm-btn","value":{"type":"Button","props":{"label":"Confirm Reorder","variant":"primary"}}}
+{"op":"add","path":"/state/inventory","value":[]}
+{"op":"add","path":"/state/inventory/0","value":{"id":"inv-1","name":"Wireless Ergonomic Mouse","sku":"LOG-MX-01","category":"Electronics","remainingUnits":4,"progressValue":8}}
+{"op":"add","path":"/state/inventory/1","value":{"id":"inv-2","name":"Mechanical Gaming Keyboard","sku":"RGB-MECH-99","category":"Electronics","remainingUnits":8,"progressValue":16}}
+{"op":"add","path":"/state/inventory/2","value":{"id":"inv-3","name":"USB-C Multi-Port Hub","sku":"HUB-USBC-04","category":"Accessories","remainingUnits":3,"progressValue":6}}
+{"op":"add","path":"/state/inventory/3","value":{"id":"inv-4","name":"Ultra-Wide 34\" Monitor","sku":"DISP-UW-34","category":"Displays","remainingUnits":12,"progressValue":24}}
+{"op":"add","path":"/state/inventory/4","value":{"id":"inv-5","name":"Noise Canceling Headphones","sku":"AUD-NC-700","category":"Audio","remainingUnits":6,"progressValue":12}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..ea53d0a2e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","callout-banner","controls-card","inventory-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Management","subtitle":"Monitor stock levels, adjust warning thresholds, and place quick reorders."},"children":[]}}
+{"op":"add","path":"/elements/callout-banner","value":{"type":"Alert","props":{"title":"Action Required: Low Stock Items Detected","description":"Several items have fallen below the threshold. Reorder now to prevent stockouts during peak sales.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["controls-row"]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["search-control","threshold-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Inventory","input":"search-input","hint":"Filter by item name or SKU"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Wireless Mouse, SKU-102...","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":{"$template":"Alert Threshold: ${/threshold} units"},"input":"threshold-slider","hint":"Items at or below this stock level will trigger warnings"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":5,"max":50,"step":5,"value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/inventory","key":"id"},"children":["inventory-item-card"]}}
+{"op":"add","path":"/elements/inventory-item-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["item-top-row","item-bottom-row"]}}
+{"op":"add","path":"/elements/item-top-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","stock-status"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-title","item-sku"]}}
+{"op":"add","path":"/elements/item-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} • Category: ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-status","value":{"type":"Card","props":{"direction":"row","gap":"xs","align":"center"},"children":["stock-badge","stock-count"]}}
+{"op":"add","path":"/elements/stock-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/inventory/0/units","lt":10},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/stock-count","value":{"type":"TextContent","props":{"text":{"$template":"${units} units left"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-bottom-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["supplier-info","reorder-button"]}}
+{"op":"add","path":"/elements/supplier-info","value":{"type":"TextContent","props":{"text":{"$template":"Supplier: ${supplier} (Lead time: ${leadTime})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${reorderQty} Units"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/threshold","value":[15]}
+{"op":"add","path":"/state/reorderSuccess","value":false}
+{"op":"add","path":"/state/inventory","value":[]}
+{"op":"add","path":"/state/inventory/0","value":{"id":"1","name":"Ergonomic Mechanical Keyboard","sku":"KB-8821","category":"Electronics","units":4,"status":"Critical Low","supplier":"TechGear Logistics","leadTime":"2 days","reorderQty":50}}
+{"op":"add","path":"/state/inventory/1","value":{"id":"2","name":"Ultra-Wide Monitor 34\"","sku":"MON-3400","category":"Electronics","units":7,"status":"Low Stock","supplier":"DisplayCorp","leadTime":"5 days","reorderQty":20}}
+{"op":"add","path":"/state/inventory/2","value":{"id":"3","name":"Wireless Noise-Canceling Headphones","sku":"AUD-9920","category":"Audio","units":12,"status":"Warning","supplier":"SoundWave Inc","leadTime":"3 days","reorderQty":30}}
+{"op":"add","path":"/state/inventory/3","value":{"id":"4","name":"USB-C Multi-Port Docking Station","sku":"ACC-1044","category":"Accessories","units":2,"status":"Critical Low","supplier":"ConnectTech","leadTime":"1 day","reorderQty":100}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..d84930c92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r1.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-grid","controls-card","ticket-list-card","dialog-wrapper"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead Dashboard","subtitle":"Morning overview, queue status, and priority tracking"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-open","kpi-response","kpi-csat"]}}
+{"op":"add","path":"/elements/kpi-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-open-label","kpi-open-val"]}}
+{"op":"add","path":"/elements/kpi-open-label","value":{"type":"Label","props":{"text":"Open Tickets"}}}
+{"op":"add","path":"/elements/kpi-open-val","value":{"type":"Heading","props":{"text":{"$state":"/stats/openCount"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-resp-label","kpi-resp-val"]}}
+{"op":"add","path":"/elements/kpi-resp-label","value":{"type":"Label","props":{"text":"Avg First Response Time"}}}
+{"op":"add","path":"/elements/kpi-resp-val","value":{"type":"Heading","props":{"text":{"$state":"/stats/avgResponseTime"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-csat","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-csat-label","kpi-csat-val"]}}
+{"op":"add","path":"/elements/kpi-csat-label","value":{"type":"Label","props":{"text":"CSAT Score"}}}
+{"op":"add","path":"/elements/kpi-csat-val","value":{"type":"Heading","props":{"text":{"$state":"/stats/csat"},"level":"h2"}}}
+{"op":"add","path":"/state/stats","value":{"openCount":"24","avgResponseTime":"14m","csat":"98%"}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["filter-switch-group","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/filter-switch-group","value":{"type":"SwitchGroup","props":{"name":"priorityFilterGroup","items":["high-priority-switch"]}}}
+{"op":"add","path":"/elements/high-priority-switch","value":{"type":"SwitchItem","props":{"name":"highPriorityOnly","label":"High Priority Only","description":"Narrow queue to high-priority tickets"},"on":{"change":{"action":"setState","params":{"statePath":"/filterHighOnly","value":{"$state":"/filterHighOnly"}}}}}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Create New Ticket","title":"Create Support Ticket","description":"Submit a new ticket to the queue.","content":["new-ticket-form"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"createTicketForm","buttons":"form-buttons","fields":["field-subject","field-priority","field-customer","field-desc"]}}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"input-subject"}}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary of issue","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/elements/field-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"select-priority"}}}
+{"op":"add","path":"/elements/select-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["opt-high","opt-med","opt-low"],"value":{"$bindState":"/newTicket/priority"}}}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High Priority"}}}
+{"op":"add","path":"/elements/opt-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium Priority"}}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low Priority"}}}
+{"op":"add","path":"/elements/field-customer","value":{"type":"FormControl","props":{"label":"Customer Name / Email","input":"input-customer"}}}
+{"op":"add","path":"/elements/input-customer","value":{"type":"Input","props":{"name":"customer","placeholder":"e.g. Acme Corp","value":{"$bindState":"/newTicket/customer"}}}}
+{"op":"add","path":"/elements/field-desc","value":{"type":"FormControl","props":{"label":"Description","input":"input-desc"}}}
+{"op":"add","path":"/elements/input-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Details regarding the ticket","rows":3,"value":{"$bindState":"/newTicket/description"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"customer":{"$state":"/newTicket/customer"},"time":"Just now","isHigh":true},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/state/filterHighOnly","value":false}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"High","customer":"","description":""}}
+{"op":"add","path":"/elements/ticket-list-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["ticket-section-heading","all-tickets-list","high-tickets-list"]}}
+{"op":"add","path":"/elements/ticket-section-heading","value":{"type":"Heading","props":{"text":"Recent Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/all-tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"visible":{"$state":"/filterHighOnly","not":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row-all"]}}
+{"op":"add","path":"/elements/ticket-row-all","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["ticket-left-all","ticket-right-all"]}}
+{"op":"add","path":"/elements/ticket-left-all","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-title-all","ticket-sub-all"]}}
+{"op":"add","path":"/elements/ticket-title-all","value":{"type":"TextContent","props":{"text":{"$template":"**${subject}**"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-sub-all","value":{"type":"TextContent","props":{"text":{"$template":"Customer: ${customer} • ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-right-all","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["ticket-badge-all"]}}
+{"op":"add","path":"/elements/ticket-badge-all","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"isHigh"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/high-tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"visible":{"$state":"/filterHighOnly"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticket-row-high"]}}
+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["ticket-left-high","ticket-right-high"]}}
+{"op":"add","path":"/elements/ticket-left-high","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-title-high","ticket-sub-high"]}}
+{"op":"add","path":"/elements/ticket-title-high","value":{"type":"TextContent","props":{"text":{"$template":"**${subject}**"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-sub-high","value":{"type":"TextContent","props":{"text":{"$template":"Customer: ${customer} • ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-right-high","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["ticket-badge-high"]}}
+{"op":"add","path":"/elements/ticket-badge-high","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"destructive"}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","subject":"API Authentication Failure in Production","priority":"High","customer":"Enterprise Corp","time":"8 mins ago","isHigh":true}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","subject":"SSO Integration Redirect Loop","priority":"High","customer":"TechSolutions Inc","time":"14 mins ago","isHigh":true}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","subject":"Billing Portal Invoice Download Error","priority":"Medium","customer":"Acme Logistics","time":"22 mins ago","isHigh":false}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t4","subject":"Database Query Timeout on Reports","priority":"High","customer":"DataMetrics","time":"35 mins ago","isHigh":true}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t5","subject":"Update User Profile Avatar Typo","priority":"Low","customer":"DesignHub","time":"41 mins ago","isHigh":false}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"t1","subject":"API Authentication Failure in Production","priority":"High","customer":"Enterprise Corp","time":"8 mins ago","isHigh":true}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"t2","subject":"SSO Integration Redirect Loop","priority":"High","customer":"TechSolutions Inc","time":"14 mins ago","isHigh":true}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"t4","subject":"Database Query Timeout on Reports","priority":"High","customer":"DataMetrics","time":"35 mins ago","isHigh":true}}
+{"op":"add","path":"/elements/dialog-wrapper","value":{"type":"Card","props":{"direction":"column"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..32a3aa775
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r2.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","stats-row","controls-card","tickets-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead Dashboard","subtitle":"Morning Overview & Queue Management"}}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["stat-open","stat-response"]}}
+{"op":"add","path":"/elements/stat-open","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-open-title","stat-open-value","stat-open-sub"]}}
+{"op":"add","path":"/elements/stat-open-title","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"}}}
+{"op":"add","path":"/elements/stat-open-value","value":{"type":"Heading","props":{"text":"42","level":"h1"}}}
+{"op":"add","path":"/elements/stat-open-sub","value":{"type":"Badge","props":{"text":"+5 from yesterday","variant":"secondary"}}}
+{"op":"add","path":"/elements/stat-response","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-resp-title","stat-resp-value","stat-resp-sub"]}}
+{"op":"add","path":"/elements/stat-resp-title","value":{"type":"TextContent","props":{"text":"Avg First-Response Time","size":"small"}}}
+{"op":"add","path":"/elements/stat-resp-value","value":{"type":"Heading","props":{"text":"14 mins","level":"h1"}}}
+{"op":"add","path":"/elements/stat-resp-sub","value":{"type":"Badge","props":{"text":"⚡ 3m faster than SLA","variant":"outline"}}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["filter-switch","actions-right"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"highPriorityFilter","items":["filter-high-only"]}}}
+{"op":"add","path":"/elements/filter-high-only","value":{"type":"SwitchItem","props":{"name":"highPriorityOnly","label":"High Priority Only","description":"Show urgent and high priority tickets","defaultChecked":{"$bindState":"/filterHighPriority"}}}}
+{"op":"add","path":"/state/filterHighPriority","value":false}
+{"op":"add","path":"/elements/actions-right","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Create Support Ticket","description":"Submit a new customer support ticket to the queue.","content":["new-ticket-form"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"createTicket","fields":["form-subject","form-customer","form-priority","form-desc"],"buttons":"form-buttons"}}}
+{"op":"add","path":"/elements/form-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"input-subject"}}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary of the issue...","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/elements/form-customer","value":{"type":"FormControl","props":{"label":"Customer Email","input":"input-customer"}}}
+{"op":"add","path":"/elements/input-customer","value":{"type":"Input","props":{"name":"customer","placeholder":"customer@company.com","type":"email","value":{"$bindState":"/newTicket/customer"}}}}
+{"op":"add","path":"/elements/form-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"input-priority"}}}
+{"op":"add","path":"/elements/input-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority...","items":["p-high","p-medium","p-low"],"value":{"$bindState":"/newTicket/priority"}}}}
+{"op":"add","path":"/elements/p-high","value":{"type":"SelectItem","props":{"label":"High Priority","value":"High"}}}
+{"op":"add","path":"/elements/p-medium","value":{"type":"SelectItem","props":{"label":"Medium Priority","value":"Medium"}}}
+{"op":"add","path":"/elements/p-low","value":{"type":"SelectItem","props":{"label":"Low Priority","value":"Low"}}}
+{"op":"add","path":"/elements/form-desc","value":{"type":"FormControl","props":{"label":"Description","input":"input-desc"}}}
+{"op":"add","path":"/elements/input-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Provide full context or steps to reproduce...","rows":3,"value":{"$bindState":"/newTicket/description"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-ticket"]}}}
+{"op":"add","path":"/elements/btn-submit-ticket","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"time":"Just now","isHigh":true},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","customer":"","priority":"High","description":""}}
+{"op":"add","path":"/elements/tickets-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["tickets-title","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-title","value":{"type":"Heading","props":{"text":"Recent Open Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/ticket-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"visible":{"$or":[{"$state":"/filterHighPriority","not":true},{"$and":[{"$state":"/filterHighPriority","eq":true},{"$item":"isHigh"}]}]},"children":["ticket-info","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["ticket-subject","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$template":"**${subject}**"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} • ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"isHigh"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t-101","subject":"SAML Single Sign-On Failing for Enterprise Users","customer":"acme_corp@company.com","priority":"High","time":"8 mins ago","isHigh":true}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t-102","subject":"API Rate Limits Throttle Production Webhooks","customer":"tech_lead@devstudio.io","priority":"High","time":"14 mins ago","isHigh":true}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t-103","subject":"Billing Cycle Invoice Formatting Error","customer":"finance@globalinc.com","priority":"Medium","time":"22 mins ago","isHigh":false}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t-104","subject":"Unable to Export CSV Reports on Safari","customer":"analytics@metrics.co","priority":"Low","time":"35 mins ago","isHigh":false}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t-105","subject":"Database Timeout During Peak Checkout Hours","customer":"ops@ecommerce-plus.com","priority":"High","time":"41 mins ago","isHigh":true}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..465406097
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r3.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-grid","filter-bar","ticket-list-card","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead Dashboard","subtitle":"Morning Overview & Queue Management"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-open-tickets","kpi-response-time","kpi-csat"]}}
+{"op":"add","path":"/elements/kpi-open-tickets","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-open-label","kpi-open-value"]}}
+{"op":"add","path":"/elements/kpi-open-label","value":{"type":"Label","props":{"text":"Open Tickets"}}}
+{"op":"add","path":"/elements/kpi-open-value","value":{"type":"Heading","props":{"text":"42","level":"h1"}}}
+{"op":"add","path":"/elements/kpi-response-time","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rt-label","kpi-rt-value"]}}
+{"op":"add","path":"/elements/kpi-rt-label","value":{"type":"Label","props":{"text":"Avg First-Response Time"}}}
+{"op":"add","path":"/elements/kpi-rt-value","value":{"type":"Heading","props":{"text":"14m 20s","level":"h1"}}}
+{"op":"add","path":"/elements/kpi-csat","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-csat-label","kpi-csat-value"]}}
+{"op":"add","path":"/elements/kpi-csat-label","value":{"type":"Label","props":{"text":"CSAT Score"}}}
+{"op":"add","path":"/elements/kpi-csat-value","value":{"type":"Heading","props":{"text":"98.4%","level":"h1"}}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["priority-switch-container","new-ticket-btn"]}}
+{"op":"add","path":"/elements/priority-switch-container","value":{"type":"SwitchGroup","props":{"name":"priorityFilter","items":["high-priority-switch"]}}}
+{"op":"add","path":"/elements/high-priority-switch","value":{"type":"SwitchItem","props":{"label":"Show High-Priority Only","name":"highPriorityOnly"},"on":{"change":{"action":"setState","params":{"statePath":"/filterHighPriority","value":{"$bindState":"/filterHighPriority"}}}}}}
+{"op":"add","path":"/state/filterHighPriority","value":false}
+{"op":"add","path":"/elements/new-ticket-btn","value":{"type":"Button","props":{"label":"+ Open New Ticket","variant":"primary","size":"medium"}}}
+{"op":"add","path":"/elements/ticket-list-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["ticket-list-header","ticket-list-repeat"]}}
+{"op":"add","path":"/elements/ticket-list-header","value":{"type":"Heading","props":{"text":"Recent Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/ticket-list-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/ticket-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/filterHighPriority","eq":false},{"$item":"priority","eq":"High"}]},"children":["ticket-main-info","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-main-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["ticket-title","ticket-subtitle"]}}
+{"op":"add","path":"/elements/ticket-title","value":{"type":"TextContent","props":{"text":{"$template":"**#${id}**: ${subject}"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Customer: ${customer} | Created: ${created}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"1024","subject":"Database connectivity timeouts in EU-West cluster","customer":"Acme Corp","priority":"High","created":"10 mins ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"1023","subject":"Unable to export monthly revenue CSV reports","customer":"FinTech Solutions","priority":"Medium","created":"25 mins ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"1022","subject":"SSO authentication failing for admin users","customer":"GlobalLogistics","priority":"High","created":"42 mins ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"1021","subject":"Typo in user profile onboarding tooltip","customer":"DesignStudio","priority":"Low","created":"1 hour ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"1020","subject":"API rate limiting threshold reached unexpectedly","customer":"DataStream Inc","priority":"High","created":"1 hour 15 mins ago"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open New Ticket Dialog","title":"Create New Support Ticket","description":"Fill out the details below to log a new ticket for the team.","content":["new-ticket-form"]}}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicketForm","buttons":"form-buttons","fields":["field-subject","field-customer","field-priority"]}}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"input-subject"}}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary of the issue","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/elements/field-customer","value":{"type":"FormControl","props":{"label":"Customer Name","input":"input-customer"}}}
+{"op":"add","path":"/elements/input-customer","value":{"type":"Input","props":{"name":"customer","placeholder":"Client or organization name","value":{"$bindState":"/newTicket/customer"}}}}
+{"op":"add","path":"/elements/field-priority","value":{"type":"FormControl","props":{"label":"Priority Level","input":"select-priority"}}}
+{"op":"add","path":"/elements/select-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["opt-high","opt-medium","opt-low"],"value":{"$bindState":"/newTicket/priority"}}}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High Priority"}}}
+{"op":"add","path":"/elements/opt-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium Priority"}}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low Priority"}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-ticket"]}}}
+{"op":"add","path":"/elements/btn-submit-ticket","value":{"type":"Button","props":{"label":"Submit Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"1025","subject":{"$state":"/newTicket/subject"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"created":"Just now"},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","customer":"","priority":"High"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..40393580d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b2-support__r4.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","tickets-card","modal-dialog"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-text","header-actions"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Support Operations Dashboard","subtitle":"Morning Standup & Queue Overview"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["btn-open-modal"]},"children":[]}}
+{"op":"add","path":"/elements/btn-open-modal","value":{"type":"Button","props":{"label":"+ New Ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/isModalOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-open-tickets","kpi-response-time","kpi-sla-rate"]}}
+{"op":"add","path":"/elements/kpi-open-tickets","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-open-label","kpi-open-val","kpi-open-sub"]}}
+{"op":"add","path":"/elements/kpi-open-label","value":{"type":"Label","props":{"text":"OPEN TICKETS"},"children":[]}}
+{"op":"add","path":"/elements/kpi-open-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/openTickets}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/kpi-open-sub","value":{"type":"Badge","props":{"text":"12 High Priority","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":48,"avgResponseTime":"14m","slaRate":"96.4%"}}
+{"op":"add","path":"/elements/kpi-response-time","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-resp-label","kpi-resp-val","kpi-resp-sub"]}}
+{"op":"add","path":"/elements/kpi-resp-label","value":{"type":"Label","props":{"text":"AVG FIRST-RESPONSE TIME"},"children":[]}}
+{"op":"add","path":"/elements/kpi-resp-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/avgResponseTime}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/kpi-resp-sub","value":{"type":"Badge","props":{"text":"-2.5m vs Yesterday","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sla-rate","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-sla-label","kpi-sla-val","kpi-sla-sub"]}}
+{"op":"add","path":"/elements/kpi-sla-label","value":{"type":"Label","props":{"text":"SLA COMPLIANCE"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sla-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/slaRate}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sla-sub","value":{"type":"Badge","props":{"text":"Target: 95%","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/tickets-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tickets-header","tickets-filter-bar","tickets-list-container"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"CardHeader","props":{"title":"Recent Tickets","subtitle":"Showing most recent incoming customer requests"},"children":[]}}
+{"op":"add","path":"/elements/tickets-filter-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["filter-switches","ticket-count-badge"]}}
+{"op":"add","path":"/elements/filter-switches","value":{"type":"SwitchGroup","props":{"items":["high-priority-filter"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/high-priority-filter","value":{"type":"SwitchItem","props":{"label":"High Priority Only","description":"Filter list to critical and high urgency tickets","name":"highPriorityOnly"},"children":[]}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/ticket-count-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/highPriorityOnly"},"$then":"Showing 2 High Priority","else":"Showing 5 Recent"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/tickets-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-all-wrapper","tickets-high-wrapper"]}}
+{"op":"add","path":"/elements/tickets-all-wrapper","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/highPriorityOnly","not":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/tickets-high-wrapper","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/highPriorityOnly"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/ticket-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["ticket-info","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["ticket-title-row","ticket-customer"]}}
+{"op":"add","path":"/elements/ticket-title-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["ticket-id","ticket-subject"]}}
+{"op":"add","path":"/elements/ticket-id","value":{"type":"Tag","props":{"text":{"$item":"id"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-customer","value":{"type":"TextContent","props":{"text":{"$template":"Submitted by ${customer} • ${timeAgo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["ticket-priority-badge","ticket-status-tag"]}}
+{"op":"add","path":"/elements/ticket-priority-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/$item/priority","eq":"High"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/ticket-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TCK-8901","subject":"API Authentication failure on EU servers","customer":"Acme Corp (Tech Lead)","priority":"High","status":"Open","timeAgo":"5m ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TCK-8900","subject":"Billing receipt missing for Subscription #4412","customer":"Sarah Jenkins","priority":"Medium","status":"Open","timeAgo":"12m ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TCK-8899","subject":"Database timeout during bulk exported report","customer":"GlobalLogistics Inc","priority":"High","status":"In Progress","timeAgo":"25m ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TCK-8898","subject":"Request to update primary user email domain","customer":"David Ross","priority":"Low","status":"Open","timeAgo":"41m ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TCK-8897","subject":"SSO Integration SAML assertion error","customer":"Enterprise Co","priority":"Medium","status":"Open","timeAgo":"1h ago"}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"TCK-8901","subject":"API Authentication failure on EU servers","customer":"Acme Corp (Tech Lead)","priority":"High","status":"Open","timeAgo":"5m ago"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"TCK-8899","subject":"Database timeout during bulk exported report","customer":"GlobalLogistics Inc","priority":"High","status":"In Progress","timeAgo":"25m ago"}}
+{"op":"add","path":"/elements/modal-dialog","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/isModalOpen"},"children":["modal-header","new-ticket-form"]}}
+{"op":"add","path":"/state/isModalOpen","value":false}
+{"op":"add","path":"/elements/modal-header","value":{"type":"CardHeader","props":{"title":"Create New Support Ticket","subtitle":"Manually log an incoming customer request or escalation"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"createTicketForm","buttons":"form-buttons","fields":["field-customer","field-subject","field-priority","field-details"]},"children":[]}}
+{"op":"add","path":"/elements/field-customer","value":{"type":"FormControl","props":{"label":"Customer Name / Company","input":"input-customer"},"children":[]}}
+{"op":"add","path":"/elements/input-customer","value":{"type":"Input","props":{"name":"newCustomer","placeholder":"e.g. Acme Corp","value":{"$bindState":"/newTicket/customer"}},"children":[]}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Ticket Subject","input":"input-subject"},"children":[]}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"newSubject","placeholder":"Brief summary of the issue","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/field-priority","value":{"type":"FormControl","props":{"label":"Priority Level","input":"select-priority"},"children":[]}}
+{"op":"add","path":"/elements/select-priority","value":{"type":"Select","props":{"name":"newPriority","items":["opt-high","opt-medium","opt-low"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High Priority"},"children":[]}}
+{"op":"add","path":"/elements/opt-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium Priority"},"children":[]}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low Priority"},"children":[]}}
+{"op":"add","path":"/elements/field-details","value":{"type":"FormControl","props":{"label":"Issue Description","input":"input-details"},"children":[]}}
+{"op":"add","path":"/elements/input-details","value":{"type":"TextArea","props":{"name":"newDetails","placeholder":"Provide full context or steps to reproduce...","rows":3,"value":{"$bindState":"/newTicket/details"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"customer":"","subject":"","priority":"Medium","details":""}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-ticket","btn-cancel-ticket"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-ticket","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"status":"Open","timeAgo":"Just now"}}}},"children":[]}}
+{"op":"add","path":"/elements/btn-cancel-ticket","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/isModalOpen","value":false}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..d38c8cb53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,77 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row","quick-actions-row","appointments-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["title-group","date-controls"]}}
+{"op":"add","path":"/elements/title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["title-heading","subtitle-text"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"Clinic Receptionist Dashboard","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"text":"Manage appointments, patient check-ins, and room status in real time.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["prev-day-btn","date-picker-input","next-day-btn"]}}
+{"op":"add","path":"/elements/prev-day-btn","value":{"type":"Button","props":{"label":"‹ Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-23"}}},"children":[]}}
+{"op":"add","path":"/elements/date-picker-input","value":{"type":"DatePicker","props":{"name":"currentDate","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
+{"op":"add","path":"/elements/next-day-btn","value":{"type":"Button","props":{"label":"Next Day ›","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-25"}}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"2023-10-24"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["expected-card","noshow-card","next-called-card"]}}
+{"op":"add","path":"/elements/expected-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-val","expected-sub"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"Label","props":{"text":"Expected Patients Today"},"children":[]}}
+{"op":"add","path":"/elements/expected-val","value":{"type":"Heading","props":{"text":{"$template":"${/stats/expectedCount}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/expected-sub","value":{"type":"TextContent","props":{"text":"18 booked total","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-label","noshow-val","noshow-sub"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"Label","props":{"text":"Monthly No-Show Rate"},"children":[]}}
+{"op":"add","path":"/elements/noshow-val","value":{"type":"Heading","props":{"text":{"$template":"${/stats/noShowRate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/noshow-sub","value":{"type":"Badge","props":{"text":"-1.2% from last month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/next-called-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["next-label","next-patient-name","next-patient-meta"]}}
+{"op":"add","path":"/elements/next-label","value":{"type":"Label","props":{"text":"Next Patient Called Out"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$template":"${/stats/nextPatient/name}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-meta","value":{"type":"TextContent","props":{"text":{"$template":"Assigned: ${/stats/nextPatient/room} • Time: ${/stats/nextPatient/time}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"expectedCount":18,"noShowRate":4.2,"nextPatient":{"name":"Eleanor Vance","room":"Exam Room 2","time":"10:30 AM"}}}
+{"op":"add","path":"/elements/quick-actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["checkin-dialog","rooms-status-card"]}}
+{"op":"add","path":"/elements/checkin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Quick Patient Check-In","title":"Check In Patient","description":"Enter patient details to update their arrival status and assign a room.","content":["checkin-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"checkInForm","buttons":"checkin-form-btns","fields":["patient-select-ctrl","room-select-ctrl"]},"children":[]}}
+{"op":"add","path":"/elements/patient-select-ctrl","value":{"type":"FormControl","props":{"label":"Select Patient","input":"patient-select-input","hint":"Choose patient scheduled for today"},"children":[]}}
+{"op":"add","path":"/elements/patient-select-input","value":{"type":"Select","props":{"name":"patientSelect","placeholder":"Choose a patient...","value":{"$bindState":"/newCheckIn/patientId"},"items":["opt-1","opt-2","opt-3"]},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"1","label":"Sarah Jenkins (10:00 AM)"},"children":[]}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"2","label":"Michael Chen (10:15 AM)"},"children":[]}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"3","label":"Eleanor Vance (10:30 AM)"},"children":[]}}
+{"op":"add","path":"/elements/room-select-ctrl","value":{"type":"FormControl","props":{"label":"Assign Room","input":"room-select-input","hint":"Available rooms listed below"},"children":[]}}
+{"op":"add","path":"/elements/room-select-input","value":{"type":"Select","props":{"name":"roomSelect","placeholder":"Select available room...","value":{"$bindState":"/newCheckIn/room"},"items":["ropt-1","ropt-3","ropt-5"]},"children":[]}}
+{"op":"add","path":"/elements/ropt-1","value":{"type":"SelectItem","props":{"value":"Exam Room 1","label":"Exam Room 1 (Free)"},"children":[]}}
+{"op":"add","path":"/elements/ropt-3","value":{"type":"SelectItem","props":{"value":"Exam Room 3","label":"Exam Room 3 (Free)"},"children":[]}}
+{"op":"add","path":"/elements/ropt-5","value":{"type":"SelectItem","props":{"value":"Triage Bay B","label":"Triage Bay B (Free)"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form-btns","value":{"type":"Buttons","props":{"buttons":["submit-checkin-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-checkin-btn","value":{"type":"Button","props":{"label":"Confirm Check-In","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/checkInSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/state/newCheckIn","value":{"patientId":"","room":""}}
+{"op":"add","path":"/elements/rooms-status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rooms-header","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["rooms-title","rooms-summary-badge"]}}
+{"op":"add","path":"/elements/rooms-title","value":{"type":"Heading","props":{"text":"Room Status Right Now","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/rooms-summary-badge","value":{"type":"Badge","props":{"text":"3 Rooms Free","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-chip"]}}
+{"op":"add","path":"/elements/room-chip","value":{"type":"Tag","props":{"text":{"$template":"${name}: ${status}"},"variant":{"$cond":{"$item":"isFree"},"$then":"success","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Exam Room 1","isFree":true,"status":"Free"}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Exam Room 2","isFree":false,"status":"Occupied"}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Exam Room 3","isFree":true,"status":"Free"}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Triage Bay A","isFree":false,"status":"Cleaning"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Triage Bay B","isFree":true,"status":"Free"}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["appointments-header-card","appointments-list-container"]}}
+{"op":"add","path":"/elements/appointments-header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["appointments-title","filter-tabs"]}}
+{"op":"add","path":"/elements/appointments-title","value":{"type":"Heading","props":{"text":"Today's Appointment Schedule","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/filter-tabs","value":{"type":"Card","props":{"direction":"row","gap":"xs"},"children":["tab-all","tab-waiting","tab-inroom"]}}
+{"op":"add","path":"/elements/tab-all","value":{"type":"Button","props":{"label":"All (6)","variant":"secondary","size":"extra-small"},"children":[]}}
+{"op":"add","path":"/elements/tab-waiting","value":{"type":"Button","props":{"label":"Waiting (2)","variant":"tertiary","size":"extra-small"},"children":[]}}
+{"op":"add","path":"/elements/tab-inroom","value":{"type":"Button","props":{"label":"In Room (2)","variant":"tertiary","size":"extra-small"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["apt-main-info","apt-status-actions"]}}
+{"op":"add","path":"/elements/apt-main-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["apt-time-badge","apt-patient-details"]}}
+{"op":"add","path":"/elements/apt-time-badge","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/apt-patient-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["apt-patient-name","apt-doctor-type"]}}
+{"op":"add","path":"/elements/apt-patient-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (DOB: ${dob})"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/apt-doctor-type","value":{"type":"TextContent","props":{"text":{"$template":"${type} • ${doctor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apt-status-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["apt-status-tag","apt-checkin-btn"]}}
+{"op":"add","path":"/elements/apt-status-tag","value":{"type":"Tag","props":{"text":{"$item":"statusText"},"variant":{"$cond":{"$state":"/appointments/0/isCheckedIn"},"$then":"info","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/apt-checkin-btn","value":{"type":"Button","props":{"label":"Check In","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/appointments/0/isCheckedIn","value":true}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"09:00 AM","name":"Robert Martinez","dob":"04/12/1978","type":"Annual Physical","doctor":"Dr. Aris Thorne","statusText":"Completed","isCheckedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"09:30 AM","name":"Amanda Lopez","dob":"11/23/1985","type":"Follow-up","doctor":"Dr. Maya Patel","statusText":"In Exam Room 1","isCheckedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"10:00 AM","name":"Sarah Jenkins","dob":"08/03/1992","type":"Consultation","doctor":"Dr. Aris Thorne","statusText":"Waiting in Lobby","isCheckedIn":true}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:15 AM","name":"Michael Chen","dob":"01/15/1964","type":"BP Check","doctor":"Nurse Practitioner Sarah","statusText":"Arrived / Unassigned","isCheckedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:30 AM","name":"Eleanor Vance","dob":"06/30/1990","type":"Dermatology Check","doctor":"Dr. Maya Patel","statusText":"Next Called Out","isCheckedIn":true}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:00 AM","name":"David Kim","dob":"09/19/2001","type":"Routine Lab Work","doctor":"Dr. Aris Thorne","statusText":"Scheduled","isCheckedIn":false}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..e109a048d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"receptionist-dashboard"}
+{"op":"add","path":"/elements/receptionist-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","metrics-row","main-content-layout"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title-group","date-navigator"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-heading","header-subtitle"]}}
+{"op":"add","path":"/elements/header-heading","value":{"type":"Heading","props":{"text":"Clinic Receptionist Portal","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Manage daily patient check-ins, appointments, and room availability.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-navigator","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["prev-day-btn","current-date-display","next-day-btn"]}}
+{"op":"add","path":"/elements/prev-day-btn","value":{"type":"Button","props":{"label":"‹ Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2025-05-13"}}},"children":[]}}
+{"op":"add","path":"/elements/current-date-display","value":{"type":"Badge","props":{"text":{"$state":"/currentDate"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/next-day-btn","value":{"type":"Button","props":{"label":"Next Day ›","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2025-05-15"}}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Today, May 14, 2025"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-card-expected","metric-card-noshow"]}}
+{"op":"add","path":"/elements/metric-card-expected","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-expected-title","metric-expected-value"]}}
+{"op":"add","path":"/elements/metric-expected-title","value":{"type":"TextContent","props":{"text":"Expected Patients Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-expected-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/expectedCount} Patients"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expectedCount":18,"noShowRate":"4.2%"}}
+{"op":"add","path":"/elements/metric-card-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-noshow-title","metric-noshow-value"]}}
+{"op":"add","path":"/elements/metric-noshow-title","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/noShowRate"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/main-content-layout","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["left-column","right-column"]}}
+{"op":"add","path":"/elements/left-column","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["callout-banner","checkin-card","room-status-card"]}}
+{"op":"add","path":"/elements/callout-banner","value":{"type":"Alert","props":{"title":"Next Patient to Call Out","description":{"$template":"${/nextPatient/name} — ${/nextPatient/time} with ${/nextPatient/doctor} (${/nextPatient/room})"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Sarah Jenkins","time":"09:15 AM","doctor":"Dr. Aris Thorne","room":"Exam Room 2"}}
+{"op":"add","path":"/elements/checkin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["checkin-header","checkin-form"]}}
+{"op":"add","path":"/elements/checkin-header","value":{"type":"CardHeader","props":{"title":"Check-In Patient","subtitle":"Select an arriving patient and assign an available room"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"checkInForm","buttons":"checkin-btn-group","fields":["field-patient","field-room"]},"children":[]}}
+{"op":"add","path":"/elements/field-patient","value":{"type":"FormControl","props":{"label":"Select Arriving Patient","input":"select-patient"},"children":[]}}
+{"op":"add","path":"/elements/select-patient","value":{"type":"Select","props":{"name":"patientSelect","placeholder":"Choose patient...","value":{"$bindState":"/checkInForm/selectedPatient"},"items":["opt-p1","opt-p2","opt-p3"]},"children":[]}}
+{"op":"add","path":"/elements/opt-p1","value":{"type":"SelectItem","props":{"value":"Sarah Jenkins","label":"Sarah Jenkins (09:15 AM - Dr. Thorne)"},"children":[]}}
+{"op":"add","path":"/elements/opt-p2","value":{"type":"SelectItem","props":{"value":"Michael Chang","label":"Michael Chang (09:30 AM - Dr. Thorne)"},"children":[]}}
+{"op":"add","path":"/elements/opt-p3","value":{"type":"SelectItem","props":{"value":"Emily Rodriguez","label":"Emily Rodriguez (10:00 AM - Dr. Patel)"},"children":[]}}
+{"op":"add","path":"/elements/field-room","value":{"type":"FormControl","props":{"label":"Assign Room","input":"select-room"},"children":[]}}
+{"op":"add","path":"/elements/select-room","value":{"type":"Select","props":{"name":"roomSelect","placeholder":"Choose available room...","value":{"$bindState":"/checkInForm/selectedRoom"},"items":["opt-r1","opt-r3","opt-r4"]},"children":[]}}
+{"op":"add","path":"/elements/opt-r1","value":{"type":"SelectItem","props":{"value":"Room 101","label":"Room 101 (General)"},"children":[]}}
+{"op":"add","path":"/elements/opt-r3","value":{"type":"SelectItem","props":{"value":"Room 103","label":"Room 103 (Pediatrics)"},"children":[]}}
+{"op":"add","path":"/elements/opt-r4","value":{"type":"SelectItem","props":{"value":"Room 104","label":"Room 104 (Consultation)"},"children":[]}}
+{"op":"add","path":"/elements/checkin-btn-group","value":{"type":"Buttons","props":{"buttons":["btn-submit-checkin"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-checkin","value":{"type":"Button","props":{"label":"Confirm Check-In","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/checkInAlert","value":"Patient successfully checked in!"}}},"children":[]}}
+{"op":"add","path":"/state/checkInForm","value":{"selectedPatient":"","selectedRoom":""}}
+{"op":"add","path":"/elements/room-status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["room-header","room-list"]}}
+{"op":"add","path":"/elements/room-header","value":{"type":"CardHeader","props":{"title":"Room Availability Status","subtitle":"Live status of clinic exam rooms"},"children":[]}}
+{"op":"add","path":"/elements/room-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-item"]}}
+{"op":"add","path":"/elements/room-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["room-info","room-badge"]}}
+{"op":"add","path":"/elements/room-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (${type})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/room-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isFree"},"$then":"secondary","$else":"destructive"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 101","type":"General","status":"Free","isFree":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 102","type":"Exam Room 2","status":"Occupied - Sarah Jenkins","isFree":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 103","type":"Pediatrics","status":"Free","isFree":true}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 104","type":"Consultation","status":"Free","isFree":true}}
+{"op":"add","path":"/elements/right-column","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["appointments-card"]}}
+{"op":"add","path":"/elements/appointments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointments-header","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-header","value":{"type":"CardHeader","props":{"title":"Today's Appointment Schedule","subtitle":"Real-time queue and patient status tracking"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["appt-left-details","appt-right-status"]}}
+{"op":"add","path":"/elements/appt-left-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["appt-time-patient","appt-doctor-type"]}}
+{"op":"add","path":"/elements/appt-time-patient","value":{"type":"TextContent","props":{"text":{"$template":"**${time}** — ${patientName}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-doctor-type","value":{"type":"TextContent","props":{"text":{"$template":"${doctor} • ${type}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-right-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/appointments/0/status","eq":"Checked In"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"08:30 AM","patientName":"Robert Fox","doctor":"Dr. Aris Thorne","type":"Annual Physical","status":"Completed"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"09:00 AM","patientName":"Elena Rostova","doctor":"Dr. Maya Patel","type":"Follow-up","status":"Completed"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"09:15 AM","patientName":"Sarah Jenkins","doctor":"Dr. Aris Thorne","type":"Consultation","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"09:30 AM","patientName":"Michael Chang","doctor":"Dr. Aris Thorne","type":"Routine Checkup","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:00 AM","patientName":"Emily Rodriguez","doctor":"Dr. Maya Patel","type":"Dermatology Check","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:30 AM","patientName":"David Kim","doctor":"Dr. Aris Thorne","type":"Blood Work","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:00 AM","patientName":"Jessica Taylor","doctor":"Dr. Maya Patel","type":"Vaccination","status":"Scheduled"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..d9fbd53cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,79 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row","current-patient-card","main-content-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["title-block","date-controls"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"CardHeader","props":{"title":"Clinic Reception Desk","subtitle":"Daily Patient Flow & Room Overview"}}}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["prev-day-btn","date-picker","next-day-btn"]}}
+{"op":"add","path":"/elements/prev-day-btn","value":{"type":"Button","props":{"label":"‹ Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-23"}}}}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"selectedDate","mode":"single","value":{"$bindState":"/selectedDate"}}}}
+{"op":"add","path":"/elements/next-day-btn","value":{"type":"Button","props":{"label":"Next Day ›","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-25"}}}}}
+{"op":"add","path":"/state/selectedDate","value":"2023-10-24"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-expected","kpi-checked-in","kpi-noshow"]}}
+{"op":"add","path":"/elements/kpi-expected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-expected-title","kpi-expected-val"]}}
+{"op":"add","path":"/elements/kpi-expected-title","value":{"type":"Heading","props":{"text":"Expected Today","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-expected-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/kpi/expectedToday}** Patients"},"size":"large"}}}
+{"op":"add","path":"/elements/kpi-checked-in","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-checked-title","kpi-checked-val"]}}
+{"op":"add","path":"/elements/kpi-checked-title","value":{"type":"Heading","props":{"text":"Checked In","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-checked-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/kpi/checkedInCount}** / ${/kpi/expectedToday}"},"size":"large"}}}
+{"op":"add","path":"/elements/kpi-noshow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-noshow-title","kpi-noshow-val"]}}
+{"op":"add","path":"/elements/kpi-noshow-title","value":{"type":"Heading","props":{"text":"Monthly No-Show Rate","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-noshow-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/kpi/noShowRate}** (${/kpi/noShowCount} patients)"},"size":"large"}}}
+{"op":"add","path":"/state/kpi","value":{"expectedToday":18,"checkedInCount":6,"noShowRate":"4.2%","noShowCount":12}}
+{"op":"add","path":"/elements/current-patient-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["next-patient-info","call-next-btn"]}}
+{"op":"add","path":"/elements/next-patient-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["next-patient-label","next-patient-details"]}}
+{"op":"add","path":"/elements/next-patient-label","value":{"type":"Tag","props":{"text":"NEXT PATIENT TO BE CALLED","variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"TextContent","props":{"text":{"$template":"**${/nextPatient/name}** (Appt: ${/nextPatient/time}) — Dr. ${/nextPatient/doctor} (${/nextPatient/reason})"},"size":"large"}}}
+{"op":"add","path":"/elements/call-next-btn","value":{"type":"Button","props":{"label":"Call Patient Out","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/nextPatient/called","value":true}}}}}
+{"op":"add","path":"/state/nextPatient","value":{"id":"p-103","name":"Eleanor Vance","time":"10:30 AM","doctor":"Smith","reason":"Annual Checkup","called":false}}
+{"op":"add","path":"/elements/main-content-tabs","value":{"type":"Tabs","props":{"items":["tab-appts","tab-rooms","tab-checkin"]}}}
+{"op":"add","path":"/elements/tab-appts","value":{"type":"TabItem","props":{"value":"appts","trigger":"Schedule & Appointments"},"children":["appts-section"]}}
+{"op":"add","path":"/elements/appts-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["appts-header","appts-list"]}}
+{"op":"add","path":"/elements/appts-header","value":{"type":"Heading","props":{"text":"Today's Appointment List","level":"h3"}}}
+{"op":"add","path":"/elements/appts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-item-row"]}}
+{"op":"add","path":"/elements/appt-item-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["appt-left-info","appt-status-badge"]}}
+{"op":"add","path":"/elements/appt-left-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["appt-time","appt-details"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/appt-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["appt-patient-name","appt-subtext"]}}
+{"op":"add","path":"/elements/appt-patient-name","value":{"type":"TextContent","props":{"text":{"$item":"patientName"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/appt-subtext","value":{"type":"TextContent","props":{"text":{"$template":"Dr. ${doctor} • ${type}"},"size":"small"}}}
+{"op":"add","path":"/elements/appt-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Checked In"},"$then":"default","$else":"outline"}}}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"1","time":"09:00 AM","patientName":"Sarah Jenkins","doctor":"Smith","type":"General Consultation","status":"Completed"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"2","time":"09:30 AM","patientName":"Marcus Brody","doctor":"Adams","type":"Follow-up","status":"Completed"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"3","time":"10:00 AM","patientName":"Arthur Dent","doctor":"Smith","type":"Routine Exam","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"4","time":"10:30 AM","patientName":"Eleanor Vance","doctor":"Smith","type":"Annual Checkup","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"5","time":"11:00 AM","patientName":"Clara Oswald","doctor":"Taylor","type":"Dermatology Check","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"6","time":"11:30 AM","patientName":"Bruce Wayne","doctor":"Adams","type":"Physiotherapy","status":"Scheduled"}}
+{"op":"add","path":"/elements/tab-rooms","value":{"type":"TabItem","props":{"value":"rooms","trigger":"Room Availability"},"children":["rooms-section"]}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rooms-header","rooms-grid"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"Heading","props":{"text":"Current Room Status","level":"h3"}}}
+{"op":"add","path":"/elements/rooms-grid","value":{"type":"Card","props":{"direction":"row","wrap":true,"gap":"m"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-card"]}}
+{"op":"add","path":"/elements/room-card","value":{"type":"Card","props":{"variant":{"$cond":{"$item":"isFree"},"$then":"card","$else":"sunk"},"direction":"column","gap":"s"},"children":["room-title-row","room-status-info"]}}
+{"op":"add","path":"/elements/room-title-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["room-name","room-status-tag"]}}
+{"op":"add","path":"/elements/room-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/room-status-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"isFree"},"$then":"AVAILABLE","$else":"OCCUPIED"},"variant":{"$cond":{"$item":"isFree"},"$then":"success","$else":"danger"}}}}
+{"op":"add","path":"/elements/room-status-info","value":{"type":"TextContent","props":{"text":{"$cond":{"$item":"isFree"},"$then":"Ready for next patient","$else":{"$template":"Occupied by ${occupant}"}},"size":"small"}}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Exam Room 1","isFree":true,"occupant":""}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Exam Room 2","isFree":false,"occupant":"Marcus Brody"}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Exam Room 3","isFree":true,"occupant":""}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Procedure Room A","isFree":false,"occupant":"Sarah Jenkins"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Procedure Room B","isFree":true,"occupant":""}}
+{"op":"add","path":"/elements/tab-checkin","value":{"type":"TabItem","props":{"value":"checkin","trigger":"Patient Check-In"},"children":["checkin-section"]}}
+{"op":"add","path":"/elements/checkin-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["checkin-header","checkin-form"]}}
+{"op":"add","path":"/elements/checkin-header","value":{"type":"CardHeader","props":{"title":"Rapid Patient Check-In","subtitle":"Check in arriving patients and update their status immediately"}}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patientCheckInForm","buttons":"checkin-actions","fields":["field-patient-select","field-room-select","field-notes"]}}}
+{"op":"add","path":"/elements/field-patient-select","value":{"type":"FormControl","props":{"label":"Select Arriving Patient","input":"input-patient-select","hint":"Only un-checked appointments shown"}}}
+{"op":"add","path":"/elements/input-patient-select","value":{"type":"Select","props":{"name":"checkInPatient","placeholder":"Choose patient...","items":["p-opt-1","p-opt-2","p-opt-3"],"value":{"$bindState":"/checkInForm/patientId"}}}}
+{"op":"add","path":"/elements/p-opt-1","value":{"type":"SelectItem","props":{"value":"p103","label":"Eleanor Vance (10:30 AM - Dr. Smith)"}}}
+{"op":"add","path":"/elements/p-opt-2","value":{"type":"SelectItem","props":{"value":"p104","label":"Clara Oswald (11:00 AM - Dr. Taylor)"}}}
+{"op":"add","path":"/elements/p-opt-3","value":{"type":"SelectItem","props":{"value":"p105","label":"Bruce Wayne (11:30 AM - Dr. Adams)"}}}
+{"op":"add","path":"/elements/field-room-select","value":{"type":"FormControl","props":{"label":"Assign Initial Waiting/Exam Room","input":"input-room-select"}}}
+{"op":"add","path":"/elements/input-room-select","value":{"type":"Select","props":{"name":"checkInRoom","placeholder":"Select free room...","items":["r-opt-1","r-opt-3","r-opt-5"],"value":{"$bindState":"/checkInForm/roomId"}}}}
+{"op":"add","path":"/elements/r-opt-1","value":{"type":"SelectItem","props":{"value":"r1","label":"Exam Room 1 (Free)"}}}
+{"op":"add","path":"/elements/r-opt-3","value":{"type":"SelectItem","props":{"value":"r3","label":"Exam Room 3 (Free)"}}}
+{"op":"add","path":"/elements/r-opt-5","value":{"type":"SelectItem","props":{"value":"r5","label":"Procedure Room B (Free)"}}}
+{"op":"add","path":"/elements/field-notes","value":{"type":"FormControl","props":{"label":"Arrival Notes","input":"input-notes"}}}
+{"op":"add","path":"/elements/input-notes","value":{"type":"Input","props":{"name":"notes","placeholder":"e.g. Copay collected, insurance updated","value":{"$bindState":"/checkInForm/notes"}}}}
+{"op":"add","path":"/elements/checkin-actions","value":{"type":"Buttons","props":{"buttons":["btn-submit-checkin"]}}}
+{"op":"add","path":"/elements/btn-submit-checkin","value":{"type":"Button","props":{"label":"Complete Check-In","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/kpi/checkedInCount","value":7}}}}}
+{"op":"add","path":"/state/checkInForm","value":{"patientId":"p103","roomId":"r1","notes":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..3313f3a90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,83 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row","current-patient-card","main-content-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["header-title-group","date-navigation"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h2","text":"Reception Desk Operations"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Manage daily appointments, check-ins, and room allocations."}}}
+{"op":"add","path":"/elements/date-navigation","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["prev-day-btn","current-date-display","next-day-btn"]}}
+{"op":"add","path":"/elements/prev-day-btn","value":{"type":"Button","props":{"label":"‹ Prev Day","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-23"}}}}}
+{"op":"add","path":"/elements/current-date-display","value":{"type":"Badge","props":{"text":{"$state":"/selectedDateLabel"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/next-day-btn","value":{"type":"Button","props":{"label":"Next Day ›","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2023-10-25"}}}}}
+{"op":"add","path":"/state/selectedDate","value":"2023-10-24"}
+{"op":"add","path":"/state/selectedDateLabel","value":"Tuesday, Oct 24, 2023"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["kpi-expected","kpi-noshow","kpi-free-rooms"]}}
+{"op":"add","path":"/elements/kpi-expected","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-expected-title","kpi-expected-value","kpi-expected-sub"]}}
+{"op":"add","path":"/elements/kpi-expected-title","value":{"type":"TextContent","props":{"size":"small","text":"Expected Today"}}}
+{"op":"add","path":"/elements/kpi-expected-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/stats/expectedToday}"}}}}
+{"op":"add","path":"/elements/kpi-expected-sub","value":{"type":"TextContent","props":{"size":"small","text":"Scheduled appointments"}}}
+{"op":"add","path":"/elements/kpi-noshow","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-noshow-title","kpi-noshow-value","kpi-noshow-sub"]}}
+{"op":"add","path":"/elements/kpi-noshow-title","value":{"type":"TextContent","props":{"size":"small","text":"No-Show Rate (This Month)"}}}
+{"op":"add","path":"/elements/kpi-noshow-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/stats/noShowRate}%"}}}}
+{"op":"add","path":"/elements/kpi-noshow-sub","value":{"type":"TextContent","props":{"size":"small","text":"-1.2% from last month"}}}
+{"op":"add","path":"/elements/kpi-free-rooms","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-rooms-title","kpi-rooms-value","kpi-rooms-sub"]}}
+{"op":"add","path":"/elements/kpi-rooms-title","value":{"type":"TextContent","props":{"size":"small","text":"Rooms Available Now"}}}
+{"op":"add","path":"/elements/kpi-rooms-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/stats/freeRoomsCount} / ${/stats/totalRooms}"}}}}
+{"op":"add","path":"/elements/kpi-rooms-sub","value":{"type":"TextContent","props":{"size":"small","text":"Ready for next patients"}}}
+{"op":"add","path":"/state/stats","value":{"expectedToday":18,"noShowRate":4.2,"freeRoomsCount":3,"totalRooms":8}}
+{"op":"add","path":"/elements/current-patient-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["next-called-info","call-next-btn"]}}
+{"op":"add","path":"/elements/next-called-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["next-called-label","next-called-name"]}}
+{"op":"add","path":"/elements/next-called-label","value":{"type":"TextContent","props":{"size":"small-heavy","text":"NEXT PATIENT TO BE CALLED OUT"}}}
+{"op":"add","path":"/elements/next-called-name","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/nextCalled/name} (${/nextCalled/time}) — ${/nextCalled/doctor} [${/nextCalled/room}]"}}}}
+{"op":"add","path":"/elements/call-next-btn","value":{"type":"Button","props":{"label":"Announce Patient Call","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/nextCalled/called","value":true}}}}}
+{"op":"add","path":"/state/nextCalled","value":{"id":"p2","name":"Sarah Jenkins","time":"09:15 AM","doctor":"Dr. Aris Thorne","room":"Room 102","called":false}}
+{"op":"add","path":"/elements/main-content-tabs","value":{"type":"Tabs","props":{"items":["tab-appointments","tab-rooms","tab-checkin"]}}}
+{"op":"add","path":"/elements/tab-appointments","value":{"type":"TabItem","props":{"value":"appointments","trigger":"Today's Schedule","content":["appointments-list-container"]}}}
+{"op":"add","path":"/elements/appointments-list-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["appointments-list-header","appointments-repeat"]}}
+{"op":"add","path":"/elements/appointments-list-header","value":{"type":"TextContent","props":{"size":"large-heavy","text":"Scheduled Appointments"}}}
+{"op":"add","path":"/elements/appointments-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-item-card"]}}
+{"op":"add","path":"/elements/appointment-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["apt-details","apt-status-block"]}}
+{"op":"add","path":"/elements/apt-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["apt-patient-name","apt-meta"]}}
+{"op":"add","path":"/elements/apt-patient-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"patientName"}}}}
+{"op":"add","path":"/elements/apt-meta","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${time} • ${doctor} • ${type}"}}}}
+{"op":"add","path":"/elements/apt-status-block","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["apt-badge","apt-checkin-action"]}}
+{"op":"add","path":"/elements/apt-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"default","$else":"outline"}}}}
+{"op":"add","path":"/elements/apt-checkin-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"checkedIn"},"$then":"Checked In","$else":"Check In"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"tertiary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/appointments/${$index}/checkedIn"},"value":true}}}}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-1","time":"09:00 AM","patientName":"Eleanor Vance","doctor":"Dr. Aris Thorne","type":"General Checkup","status":"In Doctor Room","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-2","time":"09:15 AM","patientName":"Sarah Jenkins","doctor":"Dr. Aris Thorne","type":"Follow-up","status":"Waiting in Lobby","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-3","time":"09:30 AM","patientName":"Michael Chang","doctor":"Dr. Elena Rostova","type":"Dermatology Consult","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-4","time":"10:00 AM","patientName":"David Miller","doctor":"Dr. Aris Thorne","type":"Routine Bloodwork","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-5","time":"10:30 AM","patientName":"Amanda Gomez","doctor":"Dr. Elena Rostova","type":"Consultation","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/elements/tab-rooms","value":{"type":"TabItem","props":{"value":"rooms","trigger":"Room Status","content":["rooms-container"]}}}
+{"op":"add","path":"/elements/rooms-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rooms-header","rooms-repeat"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"TextContent","props":{"size":"large-heavy","text":"Examination Rooms Overview"}}}
+{"op":"add","path":"/elements/rooms-repeat","value":{"type":"Card","props":{"direction":"row","wrap":true,"gap":"m"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-card"]}}
+{"op":"add","path":"/elements/room-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":{"$cond":{"$item":"isFree"},"$then":"card","$else":"sunk"}},"children":["room-number","room-status-badge","room-occupant"]}}
+{"op":"add","path":"/elements/room-number","value":{"type":"Heading","props":{"level":"h3","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/room-status-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"isFree"},"$then":"FREE NOW","$else":"OCCUPIED"},"variant":{"$cond":{"$item":"isFree"},"$then":"success","$else":"neutral"}}}}
+{"op":"add","path":"/elements/room-occupant","value":{"type":"TextContent","props":{"size":"small","text":{"$cond":{"$item":"isFree"},"$then":"Ready for next patient","$else":{"$template":"Occupied by: ${occupant}"}}}}}
+{"op":"add","path":"/state/rooms","value":[]}
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+{"op":"add","path":"/elements/tab-checkin","value":{"type":"TabItem","props":{"value":"checkin","trigger":"Quick Check-In","content":["checkin-card"]}}}
+{"op":"add","path":"/elements/checkin-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["checkin-form-title","checkin-form"]}}
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+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"checkinForm","buttons":"checkin-form-buttons","fields":["field-patient-select","field-notes"]}}}
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+{"op":"add","path":"/elements/select-p3","value":{"type":"SelectItem","props":{"value":"apt-3","label":"Michael Chang (09:30 AM)"}}}
+{"op":"add","path":"/elements/select-p4","value":{"type":"SelectItem","props":{"value":"apt-4","label":"David Miller (10:00 AM)"}}}
+{"op":"add","path":"/elements/select-p5","value":{"type":"SelectItem","props":{"value":"apt-5","label":"Amanda Gomez (10:30 AM)"}}}
+{"op":"add","path":"/elements/field-notes","value":{"type":"FormControl","props":{"label":"Reception Notes","input":"notes-input","hint":"Optional insurance or arrival details"}}}
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+{"op":"add","path":"/state/checkinSuccessAlert","value":false}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r1.txt
new file mode 100644
index 000000000..237355a5f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r1.txt
@@ -0,0 +1,108 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","category-filter","kpi-banner","main-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","new-draft-dialog"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Editor's Content Studio","subtitle":"Manage drafts, track performance, and schedule publications"}}}
+{"op":"add","path":"/elements/new-draft-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Draft","triggerVariant":"default","title":"Start a New Draft","description":"Set initial details for your new content piece.","content":["new-draft-form"]}}}
+{"op":"add","path":"/elements/new-draft-form","value":{"type":"Form","props":{"name":"newDraftForm","fields":["draft-title-control","draft-cat-control","draft-excerpt-control"],"buttons":"draft-submit-buttons"}}}
+{"op":"add","path":"/elements/draft-title-control","value":{"type":"FormControl","props":{"label":"Article Title","input":"draft-title-input"}}}
+{"op":"add","path":"/elements/draft-title-input","value":{"type":"Input","props":{"name":"draftTitle","placeholder":"Enter working title...","value":{"$bindState":"/newDraft/title"}}}}
+{"op":"add","path":"/elements/draft-cat-control","value":{"type":"FormControl","props":{"label":"Category","input":"draft-cat-select"}}}
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+{"op":"add","path":"/elements/cat-item-tech","value":{"type":"SelectItem","props":{"value":"Tech","label":"Tech"}}}
+{"op":"add","path":"/elements/cat-item-design","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"}}}
+{"op":"add","path":"/elements/cat-item-culture","value":{"type":"SelectItem","props":{"value":"Culture","label":"Culture"}}}
+{"op":"add","path":"/elements/cat-item-news","value":{"type":"SelectItem","props":{"value":"News","label":"News"}}}
+{"op":"add","path":"/elements/draft-excerpt-control","value":{"type":"FormControl","props":{"label":"Brief Summary","input":"draft-excerpt-input"}}}
+{"op":"add","path":"/elements/draft-excerpt-input","value":{"type":"TextArea","props":{"name":"draftExcerpt","placeholder":"Short synopsis of the article...","rows":3,"value":{"$bindState":"/newDraft/excerpt"}}}}
+{"op":"add","path":"/elements/draft-submit-buttons","value":{"type":"Buttons","props":{"buttons":["create-draft-btn"]}}}
+{"op":"add","path":"/elements/create-draft-btn","value":{"type":"Button","props":{"label":"Create Draft","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/drafts","value":{"id":"$id","title":{"$state":"/newDraft/title"},"category":{"$state":"/newDraft/category"},"status":"In Progress","lastEdited":"Just now","words":120},"clearStatePath":"/newDraft/title"}}}}}
+{"op":"add","path":"/state/newDraft","value":{"title":"","category":"Tech","excerpt":""}}
+{"op":"add","path":"/elements/category-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"s"},"children":["filter-label","cat-radio-group"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Filter by Category:"}}}
+{"op":"add","path":"/elements/cat-radio-group","value":{"type":"RadioGroup","props":{"name":"selectedCategory","defaultValue":"All","items":["radio-all","radio-tech","radio-design","radio-culture","radio-news"],"value":{"$bindState":"/selectedCategory"}}}}
+{"op":"add","path":"/elements/radio-all","value":{"type":"RadioItem","props":{"label":"All Categories","description":"","value":"All"}}}
+{"op":"add","path":"/elements/radio-tech","value":{"type":"RadioItem","props":{"label":"Tech","description":"","value":"Tech"}}}
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+{"op":"add","path":"/elements/radio-culture","value":{"type":"RadioItem","props":{"label":"Culture","description":"","value":"Culture"}}}
+{"op":"add","path":"/elements/radio-news","value":{"type":"RadioItem","props":{"label":"News","description":"","value":"News"}}}
+{"op":"add","path":"/state/selectedCategory","value":"All"}
+{"op":"add","path":"/elements/kpi-banner","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["top-article-card","published-count-card"]}}
+{"op":"add","path":"/elements/top-article-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["top-article-badge","top-article-title","top-article-stats"]}}
+{"op":"add","path":"/elements/top-article-badge","value":{"type":"Badge","props":{"text":"Most-Read This Month","variant":"default"}}}
+{"op":"add","path":"/elements/top-article-title","value":{"type":"Heading","props":{"text":{"$state":"/mostReadArticle/title"},"level":"h3"}}}
+{"op":"add","path":"/elements/top-article-stats","value":{"type":"TextContent","props":{"text":{"$template":"**${/mostReadArticle/views}** reads • ${/mostReadArticle/category} • Published ${/mostReadArticle/publishDate}"},"size":"small"}}}
+{"op":"add","path":"/state/mostReadArticle","value":{"title":"The AI Interface Revolution: Beyond Text Prompts","views":"142,850","category":"Tech","publishDate":"May 12, 2024"}}
+{"op":"add","path":"/elements/published-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["published-count-badge","published-count-number","published-count-sub"]}}
+{"op":"add","path":"/elements/published-count-badge","value":{"type":"Badge","props":{"text":"Published This Week","variant":"secondary"}}}
+{"op":"add","path":"/elements/published-count-number","value":{"type":"Heading","props":{"text":{"$template":"${/publishedThisWeekCount} Articles"},"level":"h3"}}}
+{"op":"add","path":"/elements/published-count-sub","value":{"type":"TextContent","props":{"text":"+15% higher volume than last week","size":"small"}}}
+{"op":"add","path":"/state/publishedThisWeekCount","value":6}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-drafts","tab-published","tab-analytics","tab-schedule","tab-comments"]}}}
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+{"op":"add","path":"/elements/tab-published","value":{"type":"TabItem","props":{"value":"published","trigger":"Published This Week","content":["published-container"]}}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"value":"analytics","trigger":"30-Day Readership","content":["analytics-container"]}}}
+{"op":"add","path":"/elements/tab-schedule","value":{"type":"TabItem","props":{"value":"schedule","trigger":"Schedule Article","content":["schedule-container"]}}}
+{"op":"add","path":"/elements/tab-comments","value":{"type":"TabItem","props":{"value":"comments","trigger":"Pending Comments","content":["comments-container"]}}}
+{"op":"add","path":"/elements/drafts-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["drafts-header","drafts-list"]}}
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+{"op":"add","path":"/elements/draft-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["draft-title-text","draft-meta-text"]}}
+{"op":"add","path":"/elements/draft-title-text","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/draft-meta-text","value":{"type":"TextContent","props":{"text":{"$template":"Category: ${category}  •  Edited: ${lastEdited}  •  ${words} words"},"size":"small"}}}
+{"op":"add","path":"/elements/draft-status-badge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/$item/status","eq":"Ready to Review"},"$then":"warning","$else":"info"}}}}
+{"op":"add","path":"/state/drafts","value":[]}
+{"op":"add","path":"/state/drafts/0","value":{"id":"d1","title":"Designing for Spatial Computing: Lessons Learned","category":"Design","status":"In Review","lastEdited":"2 hours ago","words":1450}}
+{"op":"add","path":"/state/drafts/1","value":{"id":"d2","title":"The Future of Open Source LLM Infrastructure","category":"Tech","status":"Ready to Review","lastEdited":"5 hours ago","words":2100}}
+{"op":"add","path":"/state/drafts/2","value":{"id":"d3","title":"Why Slow Journalism is Making a Comeback","category":"Culture","status":"Outline Phase","lastEdited":"1 day ago","words":620}}
+{"op":"add","path":"/state/drafts/3","value":{"id":"d4","title":"Global Semiconductor Supply Chain Analysis 2024","category":"News","status":"In Review","lastEdited":"2 days ago","words":3100}}
+{"op":"add","path":"/elements/published-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["published-header","published-list"]}}
+{"op":"add","path":"/elements/published-header","value":{"type":"CardHeader","props":{"title":"Recent Publications","subtitle":"Articles published in the last 7 days"}}}
+{"op":"add","path":"/elements/published-list","value":{"type":"ListBlock","props":{"variant":"number","items":["pub-item-1","pub-item-2","pub-item-3","pub-item-4"]}}}
+{"op":"add","path":"/elements/pub-item-1","value":{"type":"ListItem","props":{"title":"How Generative UI Transforms Web Development","subtitle":"Tech • Published 1 day ago • 12,400 reads","actionLabel":"View Post"}}}
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+{"op":"add","path":"/elements/pub-item-4","value":{"type":"ListItem","props":{"title":"Breakthrough in Quantum Computing Architecture","subtitle":"News • Published 6 days ago • 22,000 reads","actionLabel":"View Post"}}}
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+{"op":"add","path":"/elements/analytics-header","value":{"type":"CardHeader","props":{"title":"30-Day Readership Breakdown","subtitle":"Daily unique visitors and total pageviews over the past month"}}}
+{"op":"add","path":"/elements/analytics-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-pageviews","series-uniques"],"xLabel":"Timeline","yLabel":"Count"},"children":["series-pageviews","series-uniques"]}}
+{"op":"add","path":"/elements/series-pageviews","value":{"type":"Series","props":{"category":"Pageviews","values":[45000,52000,61000,78000]}}}
+{"op":"add","path":"/elements/series-uniques","value":{"type":"Series","props":{"category":"Unique Readers","values":[28000,34000,39000,49000]}}}
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+{"op":"add","path":"/elements/schedule-header","value":{"type":"CardHeader","props":{"title":"Schedule Publication","subtitle":"Set up automatic publishing dates for completed drafts"}}}
+{"op":"add","path":"/elements/schedule-alert","value":{"type":"Alert","props":{"title":"Scheduling Notice","description":"Scheduled pieces automatically publish at 09:00 AM UTC on the selected date.","variant":"info"}}}
+{"op":"add","path":"/elements/schedule-form","value":{"type":"Form","props":{"name":"scheduleForm","fields":["sched-title-control","sched-date-control"],"buttons":"sched-buttons"}}}
+{"op":"add","path":"/elements/sched-title-control","value":{"type":"FormControl","props":{"label":"Article Title","input":"sched-title-input"}}}
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+{"op":"add","path":"/elements/sched-date-control","value":{"type":"FormControl","props":{"label":"Publish Date","input":"sched-date-picker"}}}
+{"op":"add","path":"/elements/sched-date-picker","value":{"type":"DatePicker","props":{"name":"schedDate","mode":"single"}}}
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+{"op":"add","path":"/elements/submit-schedule-btn","value":{"type":"Button","props":{"label":"Schedule Piece","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduledPieces","value":{"id":"$id","title":{"$state":"/schedForm/title"},"publishDate":"2024-06-01","channel":"Main Blog"},"clearStatePath":"/schedForm/title"}}}}}
+{"op":"add","path":"/state/schedForm","value":{"title":""}}
+{"op":"add","path":"/elements/scheduled-queue-header","value":{"type":"Heading","props":{"text":"Upcoming Scheduled Queue","level":"h4"}}}
+{"op":"add","path":"/elements/scheduled-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/scheduledPieces","key":"id"},"children":["scheduled-item-card"]}}
+{"op":"add","path":"/elements/scheduled-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["scheduled-item-info","scheduled-item-action"]}}
+{"op":"add","path":"/elements/scheduled-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["sched-item-title","sched-item-date"]}}
+{"op":"add","path":"/elements/sched-item-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/sched-item-date","value":{"type":"TextContent","props":{"text":{"$template":"Scheduled for: ${publishDate}  •  ${channel}"},"size":"small"}}}
+{"op":"add","path":"/elements/scheduled-item-action","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/scheduledPieces","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/scheduledPieces","value":[]}
+{"op":"add","path":"/state/scheduledPieces/0","value":{"id":"s1","title":"The Next Decade in Micro-Frontends","publishDate":"May 28, 2024","channel":"Tech Blog"}}
+{"op":"add","path":"/state/scheduledPieces/1","value":{"id":"s2","title":"Ethical Considerations in Autonomous Systems","publishDate":"May 30, 2024","channel":"Main Blog"}}
+{"op":"add","path":"/elements/comments-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["comments-header","comments-list"]}}
+{"op":"add","path":"/elements/comments-header","value":{"type":"CardHeader","props":{"title":"Comments Awaiting Reply","subtitle":"Review and respond to reader feedback"}}}
+{"op":"add","path":"/elements/comments-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/pendingComments","key":"id"},"children":["comment-card"]}}
+{"op":"add","path":"/elements/comment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["comment-user-row","comment-body","comment-reply-form"]}}
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+{"op":"add","path":"/elements/comment-article-tag","value":{"type":"Tag","props":{"text":{"$item":"articleTitle"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/comment-body","value":{"type":"Blockquote","props":{"text":{"$item":"commentText"}}}}
+{"op":"add","path":"/elements/comment-reply-form","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["reply-input","reply-button"]}}
+{"op":"add","path":"/elements/reply-input","value":{"type":"Input","props":{"name":"replyText","placeholder":"Write a reply..."}}}
+{"op":"add","path":"/elements/reply-button","value":{"type":"Button","props":{"label":"Reply & Dismiss","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/pendingComments","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/pendingComments","value":[]}
+{"op":"add","path":"/state/pendingComments/0","value":{"id":"c1","author":"Elena Rostova","timeAgo":"35 mins ago","articleTitle":"How Generative UI Transforms Web Development","commentText":"Great article! How do you handle schema changes when dynamic UI schemas evolve server-side?"}}
+{"op":"add","path":"/state/pendingComments/1","value":{"id":"c2","author":"Marcus Vance","timeAgo":"2 hours ago","articleTitle":"Design Systems for Multi-Brand","commentText":"Would love to hear more about how tokens are structured across dark/light themes in your setup."}}
+{"op":"add","path":"/state/pendingComments/2","value":{"id":"c3","author":"Sarah Chen","timeAgo":"5 hours ago","articleTitle":"Breakthrough in Quantum Computing","commentText":"Is the error-correction threshold mentioned applicable to topological qubits as well?"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r2.txt
new file mode 100644
index 000000000..474f9e89d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r2.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","stats-overview","tabs-navigation"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-info","header-actions"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h2","text":"Editor's Content Studio"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Manage editorial pipeline, schedule posts, track performance, and engage with readers."}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["new-draft-dialog"]}}
+{"op":"add","path":"/elements/new-draft-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Draft","triggerVariant":"default","title":"Create New Draft","description":"Start writing a new piece for your publication.","content":["new-draft-form"]}}}
+{"op":"add","path":"/elements/new-draft-form","value":{"type":"Form","props":{"name":"newDraftForm","buttons":"new-draft-buttons","fields":["new-draft-title-fc","new-draft-cat-fc","new-draft-body-fc"]}}}
+{"op":"add","path":"/elements/new-draft-title-fc","value":{"type":"FormControl","props":{"label":"Article Title","input":"new-draft-title-input"}}}
+{"op":"add","path":"/elements/new-draft-title-input","value":{"type":"Input","props":{"name":"draftTitle","placeholder":"Enter title...","value":{"$bindState":"/newDraft/title"}}}}
+{"op":"add","path":"/elements/new-draft-cat-fc","value":{"type":"FormControl","props":{"label":"Category","input":"new-draft-cat-select"}}}
+{"op":"add","path":"/elements/new-draft-cat-select","value":{"type":"Select","props":{"name":"draftCategory","placeholder":"Select category","items":["cat-opt-1","cat-opt-2","cat-opt-3","cat-opt-4"],"value":{"$bindState":"/newDraft/category"}}}}
+{"op":"add","path":"/elements/cat-opt-1","value":{"type":"SelectItem","props":{"label":"Technology","value":"Technology"}}}
+{"op":"add","path":"/elements/cat-opt-2","value":{"type":"SelectItem","props":{"label":"Design","value":"Design"}}}
+{"op":"add","path":"/elements/cat-opt-3","value":{"type":"SelectItem","props":{"label":"Culture","value":"Culture"}}}
+{"op":"add","path":"/elements/cat-opt-4","value":{"type":"SelectItem","props":{"label":"Strategy","value":"Strategy"}}}
+{"op":"add","path":"/elements/new-draft-body-fc","value":{"type":"FormControl","props":{"label":"Initial Content Outline","input":"new-draft-body-ta"}}}
+{"op":"add","path":"/elements/new-draft-body-ta","value":{"type":"TextArea","props":{"name":"draftBody","placeholder":"Start typing or outlining your ideas...","rows":4,"value":{"$bindState":"/newDraft/body"}}}}
+{"op":"add","path":"/elements/new-draft-buttons","value":{"type":"Buttons","props":{"buttons":["save-draft-btn"]}}}
+{"op":"add","path":"/elements/save-draft-btn","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/newDraft/title","statePath":"/drafts","value":{"category":{"$state":"/newDraft/category"},"id":"$id","status":"Draft","title":{"$state":"/newDraft/title"},"updated":"Just now"}}}}}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r3.txt
new file mode 100644
index 000000000..61db6f481
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r3.txt
@@ -0,0 +1,110 @@
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+{"op":"add","path":"/state/scheduledPieces/0","value":{"date":"2025-06-02","id":"s1","status":"Queued","title":"The State of Independent Journalism in 2025"}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r4.txt
new file mode 100644
index 000000000..aa9522a01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-content__r4.txt
@@ -0,0 +1,90 @@
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+{"op":"add","path":"/state/newDraft","value":{"title":"","category":"Technology","scheduleDate":""}}
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+{"op":"add","path":"/state/pendingComments/0","value":{"id":"c1","author":"Alex Rivera","time":"20 mins ago","article":"The Renaissance of Server-Driven UI","text":"Great analysis! Curious how you handle dynamic form validation on mobile web vs native clients?","replyText":""}}
+{"op":"add","path":"/state/pendingComments/1","value":{"id":"c2","author":"Sophia Patel","time":"1 hour ago","article":"Designing for Accessibility","text":"Would love a follow-up article specifically on screen-reader navigation paradigms for complex charts.","replyText":""}}
+{"op":"add","path":"/state/pendingComments/2","value":{"id":"c3","author":"Liam O'Connor","time":"3 hours ago","article":"SaaS Pricing Strategies","text":"Did you see higher churn when shifting to usage-based metrics initially?","replyText":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..d92bdcc82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,124 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..a5569a801
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,111 @@
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+{"op":"add","path":"/state/activities","value":[]}
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+{"op":"add","path":"/state/activities/2","value":{"date":"Mar 10, 2025","description":"Forwarded security compliance documentation & SOC2 report to IT team.","id":"act-3","title":"Email Sent: Security Docs","type":"Email"}}
+{"op":"add","path":"/state/activities/3","value":{"date":"Mar 05, 2025","description":"In-person product demonstration with technical stakeholders and VP of Eng.","id":"act-4","title":"Onsite Demo Completed","type":"Meeting"}}
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+{"op":"add","path":"/elements/followup-date-input","value":{"type":"Input","props":{"name":"newFollowupDate","placeholder":"Due Date (e.g. Mar 18)","type":"text","value":{"$bindState":"/newFollowupDate"}},"children":[]}}
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+{"op":"add","path":"/state/followups/0","value":{"completed":false,"dueDate":"Tomorrow","id":"f-1","task":"Send updated security SLA addendum"}}
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+{"op":"add","path":"/elements/c-opt-2","value":{"type":"SelectItem","props":{"label":"Michael Smith (VP Eng)","value":"Michael Smith"},"children":[]}}
+{"op":"add","path":"/elements/c-opt-3","value":{"type":"SelectItem","props":{"label":"Alice Vance (CEO)","value":"Alice Vance"},"children":[]}}
+{"op":"add","path":"/elements/call-log-outcome-select","value":{"type":"FormControl","props":{"hint":"Result of the conversation","input":"outcome-select-input","label":"Call Outcome"},"children":[]}}
+{"op":"add","path":"/elements/outcome-select-input","value":{"type":"Select","props":{"items":["o-opt-1","o-opt-2","o-opt-3","o-opt-4"],"name":"callOutcome","placeholder":"Select outcome...","value":{"$bindState":"/callForm/outcome"}},"children":[]}}
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+{"op":"add","path":"/elements/o-opt-2","value":{"type":"SelectItem","props":{"label":"Connected - Follow-up Needed","value":"Connected - Follow-up Needed"},"children":[]}}
+{"op":"add","path":"/elements/o-opt-3","value":{"type":"SelectItem","props":{"label":"Left Voicemail","value":"Left Voicemail"},"children":[]}}
+{"op":"add","path":"/elements/o-opt-4","value":{"type":"SelectItem","props":{"label":"No Answer","value":"No Answer"},"children":[]}}
+{"op":"add","path":"/elements/call-log-summary-input","value":{"type":"FormControl","props":{"hint":"Key takeaways or next steps","input":"call-summary-textarea","label":"Call Summary"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-textarea","value":{"type":"TextArea","props":{"name":"callSummary","placeholder":"Summarize the call conversation...","rows":3,"value":{"$bindState":"/callForm/summary"}},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..8823a2ae5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,117 @@
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+{"op":"add","path":"/elements/tag-region","value":{"type":"Tag","props":{"size":"sm","text":"North America","variant":"neutral"},"children":[]}}
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+{"op":"add","path":"/state/account","value":{"industry":"Cloud Infrastructure","name":"Acme Global Corp","owner":"Sarah Jenkins","renewalDate":"Nov 15, 2024","renewalWarning":true}}
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+{"op":"add","path":"/elements/deal-value-amount","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/deal/value"}},"children":[]}}
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+{"op":"add","path":"/elements/renewal-card-badge","value":{"type":"Badge","props":{"text":"Expires in 18 days","variant":"destructive"},"children":[]}}
+{"op":"state/deal","value":{"stage":"Negotiation & Security Review","value":"$285,000"}}
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+{"op":"add","path":"/elements/contact-opt-2","value":{"type":"SelectItem","props":{"label":"Elena Rostova (VP Procurement)","value":"Elena Rostova"},"children":[]}}
+{"op":"add","path":"/elements/contact-opt-3","value":{"type":"SelectItem","props":{"label":"David Chen (Lead Architect)","value":"David Chen"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-control","value":{"type":"FormControl","props":{"input":"call-outcome-radio","label":"Outcome"},"children":[]}}
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+{"op":"add","path":"/elements/note-area-control","value":{"type":"FormControl","props":{"hint":"Internal team note or account context","input":"note-text-area","label":"Account Note"},"children":[]}}
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+{"op":"add","path":"/state/newCall","value":{"contact":"Marcus Vance","notes":"","outcome":"Connected"}}
+{"op":"add","path":"/state/newNoteText","value":""}
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+{"op":"add","path":"/elements/activity-header","value":{"type":"CardHeader","props":{"subtitle":"Chronological log of touchpoints and account events","title":"Recent Activity"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..440ba36e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,97 @@
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+{"op":"add","path":"/elements/fc-note-title","value":{"type":"FormControl","props":{"label":"Subject / Tag","input":"inp-note-title"},"children":[]}}
+{"op":"add","path":"/elements/inp-note-title","value":{"type":"Input","props":{"name":"noteTitle","placeholder":"e.g. Budget Insight, Security Objection","value":{"$bindState":"/noteForm/title"}},"children":[]}}
+{"op":"add","path":"/elements/fc-note-body","value":{"type":"FormControl","props":{"label":"Quick Note","input":"inp-note-body"},"children":[]}}
+{"op":"add","path":"/elements/inp-note-body","value":{"type":"TextArea","props":{"name":"noteBody","placeholder":"Jot down key takeaways, internal reminders, or observations...","rows":4,"value":{"$bindState":"/noteForm/body"}},"children":[]}}
+{"op":"add","path":"/elements/btn-save-note","value":{"type":"Button","props":{"label":"Save Note to Activity","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","title":{"$template":"Note: ${/noteForm/title}"},"type":"Note","date":"Just now","author":"Sarah Jenkins","description":{"$state":"/noteForm/body"}},"clearStatePath":"/noteForm/body"}}},"children":[]}}
+{"op":"add","path":"/state/noteForm","value":{"title":"","body":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..87ca124b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","month-selector-card","kpi-grid","charts-section","large-transactions-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Month-End Financial Dashboard","level":"h1"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["download-statement-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/download-statement-btn","value":{"type":"Button","props":{"label":"Download Statement (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadToast/visible","value":true}}}}}
+{"op":"add","path":"/elements/month-selector-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["month-selector-header","download-alert","month-tabs-container"]}}
+{"op":"add","path":"/elements/month-selector-header","value":{"type":"TextContent","props":{"text":"**Select Reporting Period**","size":"small-heavy"}}}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Statement Exported","description":"The financial statement for the selected period has been downloaded to your local device.","variant":"success"},"visible":{"$state":"/downloadToast/visible"}}}
+{"op":"add","path":"/state/downloadToast","value":{"visible":false}}
+{"op":"add","path":"/elements/month-tabs-container","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["month-btn-jan","month-btn-feb","month-btn-mar","month-btn-apr"]}}
+{"op":"add","path":"/elements/month-btn-jan","value":{"type":"Button","props":{"label":"Jan 2025","variant":{"$cond":{"$state":"/selectedMonth","eq":"Jan 2025"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"Jan 2025"}}}}}
+{"op":"add","path":"/elements/month-btn-feb","value":{"type":"Button","props":{"label":"Feb 2025","variant":{"$cond":{"$state":"/selectedMonth","eq":"Feb 2025"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"Feb 2025"}}}}}
+{"op":"add","path":"/elements/month-btn-mar","value":{"type":"Button","props":{"label":"Mar 2025","variant":{"$cond":{"$state":"/selectedMonth","eq":"Mar 2025"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"Mar 2025"}}}}}
+{"op":"add","path":"/elements/month-btn-apr","value":{"type":"Button","props":{"label":"Apr 2025 (Latest)","variant":{"$cond":{"$state":"/selectedMonth","eq":"Apr 2025"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"Apr 2025"}}}}}
+{"op":"add","path":"/state/selectedMonth","value":"Apr 2025"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-cash","kpi-burn","kpi-runway"]}}
+{"op":"add","path":"/elements/kpi-cash","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cash-label","kpi-cash-val","kpi-cash-sub"]}}
+{"op":"add","path":"/elements/kpi-cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cash-val","value":{"type":"Heading","props":{"text":{"$template":"$${/kpiData/cashOnHand}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-cash-sub","value":{"type":"Badge","props":{"text":"+4.2% from last month","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-burn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-burn-label","kpi-burn-val","kpi-burn-sub"]}}
+{"op":"add","path":"/elements/kpi-burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small"}}}
+{"op":"add","path":"/elements/kpi-burn-val","value":{"type":"Heading","props":{"text":{"$template":"$${/kpiData/monthlyBurn}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-burn-sub","value":{"type":"Badge","props":{"text":"-2.1% net reduction","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-runway","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-runway-label","kpi-runway-val","kpi-runway-sub"]}}
+{"op":"add","path":"/elements/kpi-runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small"}}}
+{"op":"add","path":"/elements/kpi-runway-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpiData/runwayMonths} Months"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-runway-sub","value":{"type":"Badge","props":{"text":"Healthy Horizon","variant":"outline"}}}
+{"op":"add","path":"/state/kpiData","value":{"cashOnHand":"2,450,000","monthlyBurn":"145,000","runwayMonths":"16.9"}}
+{"op":"add","path":"/elements/charts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["charts-header","expense-pie-chart"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"CardHeader","props":{"title":"Expenses Split by Category","subtitle":"Detailed distribution of operational expenditure for the active period"}}}
+{"op":"add","path":"/elements/expense-pie-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseCategories"},"values":{"$state":"/expenseValues"},"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/state/expenseCategories","value":["Payroll & Benefits","Cloud Infrastructure","Marketing & Ads","Office & Operations","Legal & Professional","Software Tools"]}
+{"op":"add","path":"/state/expenseValues","value":[82000,28000,18500,7500,5000,4000]}
+{"op":"add","path":"/elements/large-transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["tx-header","tx-callout","tx-table"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"CardHeader","props":{"title":"Major Transactions (>$10,000)","subtitle":"Flagged high-value disbursements requiring financial review"}}}
+{"op":"add","path":"/elements/tx-callout","value":{"type":"Callout","props":{"variant":"info","title":"Audit Threshold","description":"All expenses exceeding $10,000 require CFO sign-off and are listed automatically."}}}
+{"op":"add","path":"/elements/tx-table","value":{"type":"Table","props":{"columns":["col-date","col-vendor","col-cat","col-amount","col-status"]}}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/largeTx/dates"},"type":"string"}}}
+{"op":"add","path":"/elements/col-vendor","value":{"type":"Col","props":{"label":"Vendor / Entity","data":{"$state":"/largeTx/vendors"},"type":"string"}}}
+{"op":"add","path":"/elements/col-cat","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/largeTx/categories"},"type":"string"}}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/largeTx/amounts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Approval Status","data":{"$state":"/largeTx/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/largeTx","value":{"dates":["Apr 04, 2025","Apr 12, 2025","Apr 18, 2025","Apr 25, 2025"],"vendors":["Gusto Payroll Service","Amazon Web Services","Google Ads Platform","Cooley LLP Legal Services"],"categories":["Payroll & Benefits","Cloud Infrastructure","Marketing & Ads","Legal & Professional"],"amounts":["$68,500.00","$24,120.00","$14,500.00","$11,250.00"],"statuses":["Approved","Approved","Approved","Pending Review"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..33c3ddfa5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","middle-row","transactions-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["header-title-group","header-actions"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h2","text":"Month-End Financial Overview"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Financial summary and transaction log for **${/selectedMonth}**"}}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["month-select-control","download-button"]}}
+{"op":"add","path":"/elements/month-select-control","value":{"type":"FormControl","props":{"label":"","input":"month-select"}}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["opt-oct","opt-nov","opt-dec"]}}}
+{"op":"add","path":"/elements/opt-oct","value":{"type":"SelectItem","props":{"value":"October 2023","label":"October 2023"}}}
+{"op":"add","path":"/elements/opt-nov","value":{"type":"SelectItem","props":{"value":"November 2023","label":"November 2023"}}}
+{"op":"add","path":"/elements/opt-dec","value":{"type":"SelectItem","props":{"value":"December 2023","label":"December 2023"}}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download Statement","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadSuccess","value":true}}}}}
+{"op":"add","path":"/state/selectedMonth","value":"October 2023"}
+{"op":"add","path":"/state/downloadSuccess","value":false}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Statement Downloaded","description":"The statement for the selected month has been exported as PDF.","variant":"success"},"visible":{"$state":"/downloadSuccess"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-cash","kpi-burn","kpi-runway"]}}
+{"op":"add","path":"/elements/kpi-cash","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-cash-label","kpi-cash-val","kpi-cash-sub"]}}
+{"op":"add","path":"/elements/kpi-cash-label","value":{"type":"Label","props":{"text":"Cash on Hand"}}}
+{"op":"add","path":"/elements/kpi-cash-val","value":{"type":"Heading","props":{"level":"h2","text":"$3,450,000"}}}
+{"op":"add","path":"/elements/kpi-cash-sub","value":{"type":"Badge","props":{"text":"+ $150k vs last mo","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-burn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-burn-label","kpi-burn-val","kpi-burn-sub"]}}
+{"op":"add","path":"/elements/kpi-burn-label","value":{"type":"Label","props":{"text":"Monthly Burn"}}}
+{"op":"add","path":"/elements/kpi-burn-val","value":{"type":"Heading","props":{"level":"h2","text":"$185,000"}}}
+{"op":"add","path":"/elements/kpi-burn-sub","value":{"type":"Badge","props":{"text":"- 4.2% efficiency","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-runway","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-runway-label","kpi-runway-val","kpi-runway-sub"]}}
+{"op":"add","path":"/elements/kpi-runway-label","value":{"type":"Label","props":{"text":"Months of Runway"}}}
+{"op":"add","path":"/elements/kpi-runway-val","value":{"type":"Heading","props":{"level":"h2","text":"18.6 Mos"}}}
+{"op":"add","path":"/elements/kpi-runway-sub","value":{"type":"Badge","props":{"text":"Healthy Horizon","variant":"ghost"}}}
+{"op":"add","path":"/elements/middle-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["chart-card","category-breakdown-card"]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","expenses-pie"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Expenses Split by Category","subtitle":"Breakdown of operational expenditures"}}}
+{"op":"add","path":"/elements/expenses-pie","value":{"type":"PieChart","props":{"labels":{"$state":"/categories"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/state/categories","value":["Payroll & Benefits","Cloud & Infrastructure","Marketing & Ads","Office & Operations","Legal & Professional"]}
+{"op":"add","path":"/state/categoryValues","value":[110000,32000,22000,12000,9000]}
+{"op":"add","path":"/elements/category-breakdown-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["breakdown-header","category-list"]}}
+{"op":"add","path":"/elements/breakdown-header","value":{"type":"CardHeader","props":{"title":"Category Breakdown","subtitle":"Top spending areas"}}}
+{"op":"add","path":"/elements/category-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/categoryList","key":"id"},"children":["category-item"]}}
+{"op":"add","path":"/elements/category-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"amount"},"actionLabel":{"$item":"percent"}}}}
+{"op":"add","path":"/state/categoryList","value":[]}
+{"op":"add","path":"/state/categoryList/0","value":{"id":"1","name":"Payroll & Benefits","amount":"$110,000","percent":"59.5%"}}
+{"op":"add","path":"/state/categoryList/1","value":{"id":"2","name":"Cloud & Infrastructure","amount":"$32,000","percent":"17.3%"}}
+{"op":"add","path":"/state/categoryList/2","value":{"id":"3","name":"Marketing & Ads","amount":"$22,000","percent":"11.9%"}}
+{"op":"add","path":"/state/categoryList/3","value":{"id":"4","name":"Office & Operations","amount":"$12,000","percent":"6.5%"}}
+{"op":"add","path":"/state/categoryList/4","value":{"id":"5","name":"Legal & Professional","amount":"$9,000","percent":"4.8%"}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tx-header","tx-callout","tx-table"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"CardHeader","props":{"title":"Large Transactions (>$10,000)","subtitle":"Flagged high-value disbursements for review"}}}
+{"op":"add","path":"/elements/tx-callout","value":{"type":"Callout","props":{"variant":"info","title":"Audit Requirement","description":"All expenses exceeding $10,000 require CFO sign-off and attached receipts."}}}
+{"op":"add","path":"/elements/tx-table","value":{"type":"Table","props":{"columns":["col-date","col-vendor","col-cat","col-amount","col-status"]}}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/txDates"},"type":"string"}}}
+{"op":"add","path":"/elements/col-vendor","value":{"type":"Col","props":{"label":"Vendor / Payee","data":{"$state":"/txVendors"},"type":"string"}}}
+{"op":"add","path":"/elements/col-cat","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/txCategories"},"type":"string"}}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/txAmounts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Approval Status","data":{"$state":"/txStatuses"},"type":"string"}}}
+{"op":"add","path":"/state/txDates","value":["Oct 28, 2023","Oct 24, 2023","Oct 15, 2023","Oct 03, 2023"]}
+{"op":"add","path":"/state/txVendors","value":["Rippling Payroll Direct Deposit","AWS Cloud Hosting","Google Ads Operations","WeWork Workspace Solution"]}
+{"op":"add","path":"/state/txCategories","value":["Payroll & Benefits","Cloud & Infrastructure","Marketing & Ads","Office & Operations"]}
+{"op":"add","path":"/state/txAmounts","value":["$110,000.00","$32,000.00","$18,500.00","$12,000.00"]}
+{"op":"add","path":"/state/txStatuses","value":["Approved","Approved","Approved","Pending Review"]}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..6b488012a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"container"}
+{"op":"add","path":"/elements/container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","metric-grid","expenses-card","transactions-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["header-title-group","header-actions"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h2","text":"Month-End Financial Overview"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Consolidated financial summary and large transaction audit log."}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["month-select-control","download-btn"]}}
+{"op":"add","path":"/elements/month-select-control","value":{"type":"Select","props":{"name":"month-select","placeholder":"Select Month","value":{"$bindState":"/selectedMonth"}},"children":["opt-oct","opt-nov","opt-dec"]}}
+{"op":"add","path":"/elements/opt-oct","value":{"type":"SelectItem","props":{"label":"October 2023","value":"2023-10"}}}
+{"op":"add","path":"/elements/opt-nov","value":{"type":"SelectItem","props":{"label":"November 2023","value":"2023-11"}}}
+{"op":"add","path":"/elements/opt-dec","value":{"type":"SelectItem","props":{"label":"December 2023","value":"2023-12"}}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"secondary","size":"medium"}}}
+{"op":"add","path":"/state/selectedMonth","value":"2023-10"}
+{"op":"add","path":"/elements/metric-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["cash-label","cash-value","cash-badge"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"size":"small","text":"Cash on Hand"}}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"level":"h2","text":"$2,450,000"}}}
+{"op":"add","path":"/elements/cash-badge","value":{"type":"Badge","props":{"text":"+12% vs last quarter","variant":"secondary"}}}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["burn-label","burn-value","burn-badge"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"size":"small","text":"Monthly Burn"}}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"level":"h2","text":"$135,000"}}}
+{"op":"add","path":"/elements/burn-badge","value":{"type":"Badge","props":{"text":"-4% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-badge"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"size":"small","text":"Months of Runway"}}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"level":"h2","text":"18.1 Months"}}}
+{"op":"add","path":"/elements/runway-badge","value":{"type":"Badge","props":{"text":"Target: >12 Months","variant":"outline"}}}
+{"op":"add","path":"/elements/expenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expenses-header","expenses-chart"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"subtitle":"Breakdown of operational and capital expenditures","title":"Expenses Split by Category"}}}
+{"op":"add","path":"/elements/expenses-chart","value":{"type":"HorizontalBarChart","props":{"series":["series-payroll","series-cloud","series-marketing","series-ops","series-legal"],"variant":"grouped","xLabel":"Amount ($)","yLabel":"Category"}}}
+{"op":"add","path":"/elements/series-payroll","value":{"type":"Series","props":{"category":"Payroll & Benefits","values":[78000]}}}
+{"op":"add","path":"/elements/series-cloud","value":{"type":"Series","props":{"category":"Cloud Infrastructure","values":[24500]}}}
+{"op":"add","path":"/elements/series-marketing","value":{"type":"Series","props":{"category":"Marketing & Growth","values":[18200]}}}
+{"op":"add","path":"/elements/series-ops","value":{"type":"Series","props":{"category":"Office & Ops","values":[9800]}}}
+{"op":"add","path":"/elements/series-legal","value":{"type":"Series","props":{"category":"Legal & Finance","values":[4500]}}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-table-container"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"subtitle":"High-value disbursements flagged for review (> $10,000)","title":"Major Transactions"}}}
+{"op":"add","path":"/elements/transactions-table-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"key":"id","statePath":"/largeTransactions"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["tx-info","tx-meta"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["tx-vendor","tx-category"]}}
+{"op":"add","path":"/elements/tx-vendor","value":{"type":"TextContent","props":{"size":"default","text":{"$item":"vendor"}}}}
+{"op":"add","path":"/elements/tx-category","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"category"}}}}
+{"op":"add","path":"/elements/tx-meta","value":{"type":"Card","props":{"align":"end","direction":"column","gap":"xs","variant":"clear"},"children":["tx-amount","tx-date"]}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"amount"}}}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"date"}}}}
+{"op":"add","path":"/state/largeTransactions","value":[]}
+{"op":"add","path":"/state/largeTransactions/0","value":{"amount":"$52,000","category":"Payroll","date":"Oct 28, 2023","id":"tx-1","vendor":"Gusto Payroll Processing"}}
+{"op":"add","path":"/state/largeTransactions/1","value":{"amount":"$18,450","category":"Cloud Infrastructure","date":"Oct 15, 2023","id":"tx-2","vendor":"Amazon Web Services"}}
+{"op":"add","path":"/state/largeTransactions/2","value":{"amount":"$12,000","category":"Marketing","date":"Oct 12, 2023","id":"tx-3","vendor":"Acme Growth Agency"}}
+{"op":"add","path":"/state/largeTransactions/3","value":{"amount":"$10,500","category":"Software Licenses","date":"Oct 04, 2023","id":"tx-4","vendor":"Enterprise SaaS Renewal"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..03d31d811
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","gap":"l","direction":"column"},"children":["header-card","kpi-grid","middle-grid","transactions-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","wrap":true},"children":["header-title-block","header-actions"]}}
+{"op":"add","path":"/elements/header-title-block","value":{"type":"Card","props":{"variant":"clear","gap":"xs","direction":"column"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"Month-End Financial Overview","level":"h2"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Consolidated financial summary and large transaction audit","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["month-select-control","download-statement-btn"]}}
+{"op":"add","path":"/elements/month-select-control","value":{"type":"FormControl","props":{"label":"Select Period","input":"month-select"}}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["opt-oct","opt-nov","opt-dec"]}}}
+{"op":"add","path":"/elements/opt-oct","value":{"type":"SelectItem","props":{"value":"2023-10","label":"October 2023"}}}
+{"op":"add","path":"/elements/opt-nov","value":{"type":"SelectItem","props":{"value":"2023-11","label":"November 2023"}}}
+{"op":"add","path":"/elements/opt-dec","value":{"type":"SelectItem","props":{"value":"2023-12","label":"December 2023 (Latest)"}}}
+{"op":"add","path":"/state/selectedMonth","value":"2023-12"}
+{"op":"add","path":"/elements/download-statement-btn","value":{"type":"Button","props":{"label":"Download Statement (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadNoticeVisible","value":true}}}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["cash-kpi","burn-kpi","runway-kpi"]}}
+{"op":"add","path":"/elements/cash-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["cash-label","cash-value","cash-badge"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small-heavy"}}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/cashOnHand"},"level":"h1"}}}
+{"op":"add","path":"/elements/cash-badge","value":{"type":"Badge","props":{"text":"+2.4% vs last month","variant":"default"}}}
+{"op":"add","path":"/state/kpis","value":{"cashOnHand":"$2,450,000","monthlyBurn":"$175,000","runway":"14.0 Months"}}
+{"op":"add","path":"/elements/burn-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["burn-label","burn-value","burn-badge"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly Net Burn","size":"small-heavy"}}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/monthlyBurn"},"level":"h1"}}}
+{"op":"add","path":"/elements/burn-badge","value":{"type":"Badge","props":{"text":"-5.1% efficiency improvement","variant":"secondary"}}}
+{"op":"add","path":"/elements/runway-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-badge"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small-heavy"}}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/runway"},"level":"h1"}}}
+{"op":"add","path":"/elements/runway-badge","value":{"type":"Badge","props":{"text":"Target: > 12 Months","variant":"outline"}}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expenses-chart-card","download-callout-wrapper"]}}
+{"op":"add","path":"/elements/expenses-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","expenses-bar-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Expenses Breakdown by Category","subtitle":"Current month operational expenditures"}}}
+{"op":"add","path":"/elements/expenses-bar-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/categories"},"series":["exp-series-1"],"xLabel":"Amount ($)"}}}
+{"op":"add","path":"/elements/exp-series-1","value":{"type":"Series","props":{"category":"Expenses","values":{"$state":"/categoryValues"}}}}
+{"op":"add","path":"/state/categories","value":["Payroll & Benefits","Cloud & Infrastructure","Marketing & Ads","Office & Real Estate","Legal & Software Services"]}
+{"op":"add","path":"/state/categoryValues","value":[110000,32000,18000,10000,5000]}
+{"op":"add","path":"/elements/download-callout-wrapper","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"visible":{"$state":"/downloadNoticeVisible"},"children":["download-callout"]}}
+{"op":"add","path":"/elements/download-callout","value":{"type":"Alert","props":{"title":"Statement Generated Successfully","description":"The end-of-month financial statement for December 2023 has been exported. File: EOM_Statement_2023_12.pdf","variant":"success"}}}
+{"op":"add","path":"/state/downloadNoticeVisible","value":false}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["tx-header","tx-callout","tx-table"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"CardHeader","props":{"title":"Major Transactions (> $10,000)","subtitle":"Flagged high-value disbursements requiring audit review"}}}
+{"op":"add","path":"/elements/tx-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Audit Rule Active","description":"Displaying all single line-item disbursements exceeding $10,000 for the selected billing period."}}}
+{"op":"add","path":"/elements/tx-table","value":{"type":"Table","props":{"columns":["col-date","col-vendor","col-category","col-amount","col-status"]}}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactions/dates"},"type":"string"}}}
+{"op":"add","path":"/elements/col-vendor","value":{"type":"Col","props":{"label":"Vendor / Payee","data":{"$state":"/transactions/vendors"},"type":"string"}}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactions/categories"},"type":"string"}}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactions/amounts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Approval Status","data":{"$state":"/transactions/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/transactions","value":{"dates":["Dec 01, 2023","Dec 12, 2023","Dec 15, 2023","Dec 28, 2023"],"vendors":["Gusto Payroll Processing","Amazon Web Services","Google Ads Platform","WeWork Workspace Inc"],"categories":["Payroll & Benefits","Cloud & Infrastructure","Marketing & Ads","Office & Real Estate"],"amounts":["$110,000.00","$28,450.00","$14,200.00","$10,000.00"],"statuses":["Approved","Approved","Approved","Pending Review"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..efc9c1069
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","charts-grid","shipments-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["title-group","refresh-info"]}}
+{"op":"add","path":"/elements/title-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-title","sub-title"]}}
+{"op":"add","path":"/elements/main-title","value":{"type":"Heading","props":{"text":"Logistics Operations Control","level":"h1"}}}
+{"op":"add","path":"/elements/sub-title","value":{"type":"TextContent","props":{"text":"Real-time fleet tracking, carrier analytics, and shipment management","size":"small"}}}
+{"op":"add","path":"/elements/refresh-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["refresh-badge","refresh-button"]}}
+{"op":"add","path":"/elements/refresh-badge","value":{"type":"Badge","props":{"text":{"$template":"Refreshed: ${/lastRefreshed}"},"variant":"outline"}}}
+{"op":"add","path":"/elements/refresh-button","value":{"type":"Button","props":{"label":"Refresh Now","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now (14:32:05)"}}}}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today at 14:30 EST"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-ontime","kpi-avgcost","kpi-delayed","kpi-total"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-val","kpi-ontime-progress"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"Label","props":{"text":"On-Time Rate (This Month)"}}}
+{"op":"add","path":"/elements/kpi-ontime-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimeRate}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-ontime-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimeRate"},"label":"Target: 95%"}}}
+{"op":"add","path":"/elements/kpi-avgcost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cost-label","kpi-cost-val","kpi-cost-badge"]}}
+{"op":"add","path":"/elements/kpi-cost-label","value":{"type":"Label","props":{"text":"Avg Cost per Shipment"}}}
+{"op":"add","path":"/elements/kpi-cost-val","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/avgCost}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-cost-badge","value":{"type":"Badge","props":{"text":"-2.4% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-delay-label","kpi-delay-val","kpi-delay-badge"]}}
+{"op":"add","path":"/elements/kpi-delay-label","value":{"type":"Label","props":{"text":"Critical Delays"}}}
+{"op":"add","path":"/elements/kpi-delay-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/delayedCount} Shipments"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-delay-badge","value":{"type":"Badge","props":{"text":"Action Required","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-total","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-total-label","kpi-total-val","kpi-total-badge"]}}
+{"op":"add","path":"/elements/kpi-total-label","value":{"type":"Label","props":{"text":"Active Load Volume"}}}
+{"op":"add","path":"/elements/kpi-total-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/activeLoads} Units"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-total-badge","value":{"type":"Badge","props":{"text":"Across 6 carriers","variant":"outline"}}}
+{"op":"add","path":"/state/metrics","value":{"onTimeRate":94.2,"avgCost":1485,"delayedCount":2,"activeLoads":1240}}
+{"op":"add","path":"/elements/charts-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["volume-chart-card","carrier-chart-card"]}}
+{"op":"add","path":"/elements/volume-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["volume-chart-head","weekly-volume-chart"]}}
+{"op":"add","path":"/elements/volume-chart-head","value":{"type":"CardHeader","props":{"title":"Weekly Shipment Volume (Past 8 Weeks)","subtitle":"Total units moved across domestic & international routes"}}}
+{"op":"add","path":"/elements/weekly-volume-chart","value":{"type":"BarChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["s1"],"xLabel":"Week","yLabel":"Shipment Volume"}}}
+{"op":"add","path":"/elements/s1","value":{"type":"Series","props":{"category":"Volume","values":[320,380,310,450,420,490,510,480]}}}
+{"op":"add","path":"/elements/carrier-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrier-chart-head","carrier-pie-chart"]}}
+{"op":"add","path":"/elements/carrier-chart-head","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Share of total loads delivered this month"}}}
+{"op":"add","path":"/elements/carrier-pie-chart","value":{"type":"PieChart","props":{"labels":["FedEx Freight","Swift Transport","DHL Express","JB Hunt","Maersk"], "values":[35,25,18,14,8],"variant":"donut"}}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["table-header-area","alerts-section","table-container"]}}
+{"op":"add","path":"/elements/table-header-area","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["table-title","search-input"]}}
+{"op":"add","path":"/elements/table-title","value":{"type":"CardHeader","props":{"title":"Active Shipments in Transit","subtitle":"Monitor live status, flag issues, and trace routes"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by route (e.g., Chicago, LA)...","value":{"$bindState":"/searchRoute"}}}}
+{"op":"add","path":"/state/searchRoute","value":""}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["alert-delayed-1","alert-delayed-2"]}}
+{"op":"add","path":"/elements/alert-delayed-1","value":{"type":"Alert","props":{"title":"Delayed Shipment Callout: SHP-8821","description":"Origin: Seattle, WA → Destination: Chicago, IL. Delayed by 6 hrs due to heavy snow on I-90. Carrier: Swift Transport.","variant":"destructive"}}}
+{"op":"add","path":"/elements/alert-delayed-2","value":{"type":"Alert","props":{"title":"Delayed Shipment Callout: SHP-9014","description":"Origin: Houston, TX → Destination: Miami, FL. Port clearance bottleneck. ETA updated to Oct 26. Carrier: Maersk.","variant":"warning"}}}
+{"op":"add","path":"/elements/table-container","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["shipment-id-group","shipment-route-group","shipment-status-group","shipment-eta-group","shipment-flag-group"]}}
+{"op":"add","path":"/elements/shipment-id-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-id-text","shipment-carrier-text"]}}
+{"op":"add","path":"/elements/shipment-id-text","value":{"type":"TextContent","props":{"text":{"$template":"**${id}**"},"size":"default"}}}
+{"op":"add","path":"/elements/shipment-carrier-text","value":{"type":"TextContent","props":{"text":{"$template":"Carrier: ${carrier}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-route-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-route-text","shipment-cost-text"]}}
+{"op":"add","path":"/elements/shipment-route-text","value":{"type":"TextContent","props":{"text":{"$template":"**Route:** ${origin} ➔ ${destination}"},"size":"default"}}}
+{"op":"add","path":"/elements/shipment-cost-text","value":{"type":"TextContent","props":{"text":{"$template":"Cost: $${cost}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-status-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center"},"children":["shipment-status-tag"]}}
+{"op":"add","path":"/elements/shipment-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"danger","$else":"success"}}}}
+{"op":"add","path":"/elements/shipment-eta-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-eta-label","shipment-eta-val"]}}
+{"op":"add","path":"/elements/shipment-eta-label","value":{"type":"Label","props":{"text":"Estimated Arrival"}}}
+{"op":"add","path":"/elements/shipment-eta-val","value":{"type":"TextContent","props":{"text":{"$item":"eta"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/shipment-flag-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["flag-badge","flag-button"]}}
+{"op":"add","path":"/elements/flag-badge","value":{"type":"Badge","props":{"text":"FLAGGED","variant":"destructive"},"visible":{"$item":"flagged"}}}
+{"op":"add","path":"/elements/flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Unflag","$else":"Flag Issue"},"variant":{"$cond":{"$item":"flagged"},"$then":"tertiary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/shipments/${$index}/flagged"},"value":{"$cond":{"$item":"flagged"},"$then":false,"$else":true}}}}}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-8821","origin":"Seattle, WA","destination":"Chicago, IL","carrier":"Swift Transport","status":"Delayed (Snowstorm)","eta":"Oct 24, 18:00","cost":1650,"isDelayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-9014","origin":"Houston, TX","destination":"Miami, FL","carrier":"Maersk","status":"Delayed (Port Hold)","eta":"Oct 26, 09:30","cost":2100,"isDelayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-9402","origin":"Los Angeles, CA","destination":"Dallas, TX","carrier":"FedEx Freight","status":"On Time (In Transit)","eta":"Oct 25, 11:15","cost":1280,"isDelayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-9550","origin":"Atlanta, GA","destination":"New York, NY","carrier":"DHL Express","status":"On Time (In Transit)","eta":"Oct 24, 21:00","cost":1150,"isDelayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-9611","origin":"Denver, CO","destination":"Phoenix, AZ","carrier":"JB Hunt","status":"On Time (Out for Delivery)","eta":"Oct 24, 15:45","cost":950,"isDelayed":false,"flagged":false}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..b65274ded
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row","analytics-row","shipments-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["title-stack","refresh-badge"]}}
+{"op":"add","path":"/elements/title-stack","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h2","text":"Logistics Coordinator Control Board"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time fleet tracking, delay monitoring, and carrier analytics"}}}
+{"op":"add","path":"/elements/refresh-badge","value":{"type":"Tag","props":{"icon":"clock","size":"md","text":{"$template":"Refreshed: ${/lastRefreshed}"},"variant":"info"}}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today at 14:32 EST"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["kpi-ontime","kpi-delayed","kpi-cost"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-ontime-val","kpi-ontime-lbl","kpi-ontime-prog"]}}
+{"op":"add","path":"/elements/kpi-ontime-val","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"${/stats/onTimeRate}%"}}}}
+{"op":"add","path":"/elements/kpi-ontime-lbl","value":{"type":"TextContent","props":{"size":"small","text":"On-Time Performance (This Month)"}}}
+{"op":"add","path":"/elements/kpi-ontime-prog","value":{"type":"Progress","props":{"value":{"$state":"/stats/onTimeRate"}}}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-delayed-val","kpi-delayed-lbl","kpi-delayed-tag"]}}
+{"op":"add","path":"/elements/kpi-delayed-val","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"${/stats/delayedCount} Critical"}}}}
+{"op":"add","path":"/elements/kpi-delayed-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Shipments Delayed"}}}
+{"op":"add","path":"/elements/kpi-delayed-tag","value":{"type":"Tag","props":{"size":"sm","text":"Requires Immediate Action","variant":"danger"}}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-cost-val","kpi-cost-lbl","kpi-cost-trend"]}}
+{"op":"add","path":"/elements/kpi-cost-val","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"$${/stats/avgCost}"}}}}
+{"op":"add","path":"/elements/kpi-cost-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Avg Cost per Shipment"}}}
+{"op":"add","path":"/elements/kpi-cost-trend","value":{"type":"Tag","props":{"size":"sm","text":"-3.2% vs last month","variant":"success"}}}
+{"op":"add","path":"/state/stats","value":{"avgCost":1485,"delayedCount":3,"onTimeRate":94.2}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["volume-chart-card","carrier-pie-card"]}}
+{"op":"add","path":"/elements/volume-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["volume-title","volume-line-chart"]}}
+{"op":"add","path":"/elements/volume-title","value":{"type":"Heading","props":{"level":"h3","text":"Weekly Shipment Volume (Past 8 Weeks)"}}}
+{"op":"add","path":"/elements/volume-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/weeklyVolume/weeks"},"series":["volume-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Total Shipments","values":{"$state":"/weeklyVolume/counts"}}}}
+{"op":"add","path":"/state/weeklyVolume","value":{"counts":[420,450,480,410,510,530,490,560],"weeks":["W1","W2","W3","W4","W5","W6","W7","W8"]}}
+{"op":"add","path":"/elements/carrier-pie-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["carrier-title","carrier-pie-chart"]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"level":"h3","text":"Volume Split by Carrier (%)"}}}
+{"op":"add","path":"/elements/carrier-pie-chart","value":{"type":"PieChart","props":{"appearance":"circular","labels":{"$state":"/carrierSplit/names"},"values":{"$state":"/carrierSplit/percentages"},"variant":"donut"}}}
+{"op":"add","path":"/state/carrierSplit","value":{"names":["Swift Express","Apex Logistics","Oceanic Global","Vanguard Freight"],"percentages":[35,28,22,15]}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["shipments-header-bar","delay-alert-banner","shipment-list"]}}
+{"op":"add","path":"/elements/shipments-header-bar","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between"},"children":["shipments-heading","search-control"]}}
+{"op":"add","path":"/elements/shipments-heading","value":{"type":"Heading","props":{"level":"h3","text":"Active Shipments in Transit"}}}
+{"op":"add","path":"/elements/search-control","value":{"type":"Input","props":{"name":"searchRoute","placeholder":"Search by route (e.g., Chicago)...","type":"text","value":{"$bindState":"/searchRoute"}}}}
+{"op":"add","path":"/state/searchRoute","value":""}
+{"op":"add","path":"/elements/delay-alert-banner","value":{"type":"Alert","props":{"description":"3 shipments are currently experiencing customs or weather disruptions. Flagged items are highlighted below.","title":"Delayed Shipments Attention Required","variant":"destructive"}}}
+{"op":"add","path":"/elements/shipment-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"key":"id","statePath":"/shipments"},"children":["shipment-item-card"]}}
+{"op":"add","path":"/elements/shipment-item-card","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":{"$cond":{"$item":"flagged"},"$else":"sunk","$then":"card"}},"children":["shipment-info","shipment-status-stack","shipment-actions"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["shipment-id-tag","shipment-route","shipment-carrier"]}}
+{"op":"add","path":"/elements/shipment-id-tag","value":{"type":"Card","props":{"align":"center","direction":"row","gap":"xs","variant":"clear"},"children":["shipment-code","shipment-flag-tag"]}}
+{"op":"add","path":"/elements/shipment-code","value":{"type":"Badge","props":{"text":{"$item":"id"},"variant":"outline"}}}
+{"op":"add","path":"/elements/shipment-flag-tag","value":{"type":"Tag","props":{"icon":"flag","size":"sm","text":"FLAGGED","variant":"danger"},"visible":{"$item":"flagged"}}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${origin} ➔ ${destination}"}}}}
+{"op":"add","path":"/elements/shipment-carrier","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Carrier: ${carrier} • Mode: ${mode}"}}}}
+{"op":"add","path":"/elements/shipment-status-stack","value":{"type":"Card","props":{"align":"end","direction":"column","gap":"xs","variant":"clear"},"children":["shipment-status-badge","shipment-eta"]}}
+{"op":"add","path":"/elements/shipment-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$else":"secondary","$then":"destructive"}}}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"ETA: ${eta}"}}}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$else":"Flag Shipment","$then":"Unflag"},"size":"small","variant":{"$cond":{"$item":"flagged"},"$else":"secondary","$then":"tertiary"}},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/shipments/${$index}/flagged"},"value":{"$cond":{"$item":"flagged"},"$else":true,"$then":false}}}}}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"carrier":"Swift Express","destination":"Dallas, TX","eta":"Oct 24, 18:00","flagged":true,"id":"SH-9041","isDelayed":true,"mode":"Truckload","origin":"Chicago, IL","status":"Delayed (Weather)"}}
+{"op":"add","path":"/state/shipments/1","value":{"carrier":"Apex Logistics","destination":"Atlanta, GA","eta":"Oct 25, 09:30","flagged":false,"id":"SH-9042","isDelayed":false,"mode":"LTL","origin":"Port of Los Angeles, CA","status":"In Transit - On Time"}}
+{"op":"add","path":"/state/shipments/2","value":{"carrier":"Oceanic Global","destination":"Memphis, TN","eta":"Oct 24, 22:15","flagged":true,"id":"SH-9043","isDelayed":true,"mode":"Intermodal","origin":"Seattle, WA","status":"Delayed (Customs)"}}
+{"op":"add","path":"/state/shipments/3","value":{"carrier":"Vanguard Freight","destination":"Columbus, OH","eta":"Oct 26, 14:00","flagged":false,"id":"SH-9044","isDelayed":false,"mode":"Truckload","origin":"Newark, NJ","status":"In Transit - On Time"}}
+{"op":"add","path":"/state/shipments/4","value":{"carrier":"Swift Express","destination":"Denver, CO","eta":"Oct 27, 11:00","flagged":false,"id":"SH-9045","isDelayed":false,"mode":"Air Freight","origin":"Houston, TX","status":"In Transit - On Time"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..c37ab5911
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,73 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row","analytics-grid","shipments-card","followup-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["header-title-box","header-meta-box"]}}
+{"op":"add","path":"/elements/header-title-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Logistics Command Center","level":"h1"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Real-time fleet tracking, carrier volume, and performance overview","size":"small"}}}
+{"op":"add","path":"/elements/header-meta-box","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["last-refreshed-badge","refresh-btn"]}}
+{"op":"add","path":"/elements/last-refreshed-badge","value":{"type":"Badge","props":{"text":{"$template":"Refreshed: ${/lastRefreshed}"},"variant":"outline"}}}
+{"op":"add","path":"/elements/refresh-btn","value":{"type":"Button","props":{"label":"Refresh Data","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now"}}}}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today at 14:32 EST"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-ontime","kpi-delayed","kpi-cost","kpi-active"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ontime-val","kpi-ontime-lbl","kpi-ontime-prog"]}}
+{"op":"add","path":"/elements/kpi-ontime-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/onTimeRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-ontime-lbl","value":{"type":"TextContent","props":{"text":"On-Time Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-ontime-prog","value":{"type":"Progress","props":{"value":94.2,"label":"Target: 95.0%"}}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-delayed-val","kpi-delayed-lbl","kpi-delayed-badge"]}}
+{"op":"add","path":"/elements/kpi-delayed-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpi/delayedCount} Shipments"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-delayed-lbl","value":{"type":"TextContent","props":{"text":"Currently Delayed","size":"small"}}}
+{"op":"add","path":"/elements/kpi-delayed-badge","value":{"type":"Badge","props":{"text":"Requires Attention","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cost-val","kpi-cost-lbl","kpi-cost-tag"]}}
+{"op":"add","path":"/elements/kpi-cost-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/avgCost"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-cost-lbl","value":{"type":"TextContent","props":{"text":"Avg Cost per Shipment","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cost-tag","value":{"type":"Tag","props":{"text":"-3.1% vs last month","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-active-val","kpi-active-lbl","kpi-active-tag"]}}
+{"op":"add","path":"/elements/kpi-active-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpi/totalActive} Units"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-active-lbl","value":{"type":"TextContent","props":{"text":"Total Active Transit","size":"small"}}}
+{"op":"add","path":"/elements/kpi-active-tag","value":{"type":"Tag","props":{"text":"Normal Load","variant":"info","size":"sm"}}}
+{"op":"add","path":"/state/kpi","value":{"onTimeRate":"94.2%","delayedCount":2,"avgCost":"$1,845","totalActive":128}}
+{"op":"add","path":"/elements/analytics-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["volume-chart-card","carrier-chart-card"]}}
+{"op":"add","path":"/elements/volume-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["volume-chart-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-chart-header","value":{"type":"CardHeader","props":{"title":"Weekly Volume (Past 8 Weeks)","subtitle":"Total container & truckload shipments moved per week"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["series-volume"],"xLabel":"Week","yLabel":"Shipments"}}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Shipments","values":[320,345,310,380,405,390,415,430]}}}
+{"op":"add","path":"/elements/carrier-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrier-chart-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-chart-header","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Percentage distribution among core logistics partners"}}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["Swift Transport","Maersk Logistics","Apex Freight","FedEx Freight","DHL Supply Chain"],"values":[32,25,18,15,10],"variant":"donut"}}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-header","delay-alert","search-filter-bar","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Active Shipments in Transit","subtitle":"Track origin, destination, ETA, status, and issue flags"}}}
+{"op":"add","path":"/elements/delay-alert","value":{"type":"Alert","props":{"title":"Delay Warning","description":"2 shipments are experiencing delays due to weather disruptions along the Midwest corridor. Review flagged items below.","variant":"warning"}}}
+{"op":"add","path":"/elements/search-filter-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["search-input","filter-status-select"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"searchRoute","placeholder":"Search by route, city, or ID (e.g. Chicago, SH-8902)...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/elements/filter-status-select","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All Statuses","value":{"$bindState":"/statusFilter"},"items":["select-all","select-delayed","select-ontime","select-transit"]}}}
+{"op":"add","path":"/elements/select-all","value":{"type":"SelectItem","props":{"value":"ALL","label":"All Statuses"}}}
+{"op":"add","path":"/elements/select-delayed","value":{"type":"SelectItem","props":{"value":"DELAYED","label":"Delayed Only"}}}
+{"op":"add","path":"/elements/select-ontime","value":{"type":"SelectItem","props":{"value":"ON_TIME","label":"On Time Only"}}}
+{"op":"add","path":"/elements/select-transit","value":{"type":"SelectItem","props":{"value":"IN_TRANSIT","label":"In Transit Only"}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/statusFilter","value":"ALL"}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-item-card"]}}
+{"op":"add","path":"/elements/shipment-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["shipment-info-box","shipment-route-box","shipment-eta-box","shipment-flag-box"]}}
+{"op":"add","path":"/elements/shipment-info-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-id-badge","shipment-carrier"]}}
+{"op":"add","path":"/elements/shipment-id-badge","value":{"type":"Badge","props":{"text":{"$item":"id"},"variant":"outline"}}}
+{"op":"add","path":"/elements/shipment-carrier","value":{"type":"TextContent","props":{"text":{"$template":"Carrier: ${carrier}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-route-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-route-text","shipment-status-badge"]}}
+{"op":"add","path":"/elements/shipment-route-text","value":{"type":"TextContent","props":{"text":{"$template":"**${origin}** ➔ **${destination}**"},"size":"default"}}}
+{"op":"add","path":"/elements/shipment-status-badge","value":{"type":"Tag","props":{"text":{"$item":"statusText"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"danger","$else":"success"},"size":"sm"}}}
+{"op":"add","path":"/elements/shipment-eta-box","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-eta-val","shipment-cost-val"]}}
+{"op":"add","path":"/elements/shipment-eta-val","value":{"type":"TextContent","props":{"text":{"$template":"ETA: **${eta}**"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-cost-val","value":{"type":"TextContent","props":{"text":{"$template":"Cost: ${cost}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-flag-box","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["flag-status-tag","flag-toggle-btn"]}}
+{"op":"add","path":"/elements/flag-status-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"flagged"},"$then":"FLAGGED","$else":"Normal"},"variant":{"$cond":{"$item":"flagged"},"$then":"warning","$else":"neutral"},"size":"sm"}}}
+{"op":"add","path":"/elements/flag-toggle-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Unflag","$else":"Flag Shipment"},"variant":{"$cond":{"$item":"flagged"},"$then":"tertiary","$else":"secondary"},"size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/shipments/${$index}/flagged"},"value":{"$cond":{"$item":"flagged"},"$then":false,"$else":true}}}}}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SH-8902","carrier":"Swift Transport","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Today, 18:00","statusText":"Delayed (Severe Weather)","isDelayed":true,"cost":"$2,150","flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SH-8905","carrier":"Maersk Logistics","origin":"Port of Newark, NJ","destination":"Columbus, OH","eta":"Tomorrow, 09:30","statusText":"On Time (In Transit)","isDelayed":false,"cost":"$1,680","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SH-8910","carrier":"Apex Freight","origin":"Atlanta, GA","destination":"Miami, FL","eta":"Oct 28, 14:00","statusText":"On Time (In Transit)","isDelayed":false,"cost":"$1,420","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SH-8914","carrier":"FedEx Freight","origin":"Seattle, WA","destination":"Denver, CO","eta":"Oct 29, 11:15","statusText":"Delayed (Engine Check)","isDelayed":true,"cost":"$2,310","flagged":true}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SH-8921","carrier":"DHL Supply Chain","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Oct 28, 20:45","statusText":"On Time (In Transit)","isDelayed":false,"cost":"$1,100","flagged":false}}
+{"op":"add","path":"/elements/followup-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["followup-suggestions"]}}
+{"op":"add","path":"/elements/followup-suggestions","value":{"type":"FollowUpBlock","props":{"items":["followup-1","followup-2","followup-3"]}}}
+{"op":"add","path":"/elements/followup-1","value":{"type":"FollowUpItem","props":{"text":"Reroute Delayed Shipment SH-8902"}}}
+{"op":"add","path":"/elements/followup-2","value":{"type":"FollowUpItem","props":{"text":"Export Carrier Performance Report"}}}
+{"op":"add","path":"/elements/followup-3","value":{"type":"FollowUpItem","props":{"text":"View Detailed Cost Breakdown by Lane"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..40f05cde5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"main-layout"}
+{"op":"add","path":"/elements/main-layout","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","kpi-row","charts-row","shipments-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-title-container","refresh-container"]}}
+{"op":"add","path":"/elements/header-title-container","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h2","text":"Logistics Coordinator Operations Board"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time fleet status, route tracking, and carrier analytics"}}}
+{"op":"add","path":"/elements/refresh-container","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["refresh-badge","refresh-button"]}}
+{"op":"add","path":"/elements/refresh-badge","value":{"type":"Badge","props":{"text":{"$template":"Refreshed: ${/lastRefreshed}"},"variant":"outline"}}}
+{"op":"add","path":"/elements/refresh-button","value":{"type":"Button","props":{"label":"Refresh Now","size":"extra-small","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now (10:45 AM)"}}}}}
+{"op":"add","path":"/state/lastRefreshed","value":"10:42 AM Today"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-cost","kpi-delayed","kpi-active"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-ontime-val","kpi-ontime-progress"]}}
+{"op":"add","path":"/elements/kpi-ontime-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/onTimeRate}% On-Time Delivery"}}}}
+{"op":"add","path":"/elements/kpi-ontime-progress","value":{"type":"Progress","props":{"label":"Monthly Goal: 95%","value":{"$state":"/metrics/onTimeRate"}}}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-cost-title","kpi-cost-val"]}}
+{"op":"add","path":"/elements/kpi-cost-title","value":{"type":"TextContent","props":{"size":"small","text":"Avg. Cost per Shipment"}}}
+{"op":"add","path":"/elements/kpi-cost-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"$${/metrics/avgCostPerShipment}"}}}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-delayed-title","kpi-delayed-val"]}}
+{"op":"add","path":"/elements/kpi-delayed-title","value":{"type":"TextContent","props":{"size":"small","text":"Delayed Shipments"}}}
+{"op":"add","path":"/elements/kpi-delayed-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/delayedCount} Callouts Required"}}}}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-active-title","kpi-active-val"]}}
+{"op":"add","path":"/elements/kpi-active-title","value":{"type":"TextContent","props":{"size":"small","text":"Active Load Volume"}}}
+{"op":"add","path":"/elements/kpi-active-val","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/totalActive} Units in Transit"}}}}
+{"op":"add","path":"/state/metrics","value":{"onTimeRate":94.2,"avgCostPerShipment":1240,"delayedCount":2,"totalActive":184}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["chart-volume-card","chart-carrier-card"]}}
+{"op":"add","path":"/elements/chart-volume-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["volume-chart-title","volume-bar-chart"]}}
+{"op":"add","path":"/elements/volume-chart-title","value":{"type":"CardHeader","props":{"subtitle":"8-week historical shipment trend","title":"Weekly Volume (Past 2 Months)"}}}
+{"op":"add","path":"/elements/volume-bar-chart","value":{"type":"BarChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["series-volume"],"xLabel":"Past Weeks","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Weekly Volume","values":[120,135,142,128,150,165,158,184]}}}
+{"op":"add","path":"/elements/chart-carrier-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["carrier-chart-title","carrier-pie-chart"]}}
+{"op":"add","path":"/elements/carrier-chart-title","value":{"type":"CardHeader","props":{"subtitle":"Share of total shipments handled","title":"Volume Split by Carrier"}}}
+{"op":"add","path":"/elements/carrier-pie-chart","value":{"type":"PieChart","props":{"appearance":"circular","labels":["Swift Logistics","Apex Freight","BlueDart Trans","National Cargo"],"values":[45,30,15,10],"variant":"donut"}}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["shipments-header","search-bar-container","delayed-callout-banner","shipments-list-container"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"subtitle":"Live origin, destination, ETA, and delay statuses","title":"Active Transit & Route Monitor"}}}
+{"op":"add","path":"/elements/search-bar-container","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["search-input","filter-info"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"searchRoute","placeholder":"Search by route, origin, destination or ID...","type":"text","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/elements/filter-info","value":{"type":"Tag","props":{"size":"md","text":"Filter Active","variant":"info"},"visible":{"$state":"/searchQuery"}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/delayed-callout-banner","value":{"type":"Alert","props":{"description":"2 shipments (SH-9042 and SH-9045) have encountered mechanical/weather delays. Exception protocols flagged.","title":"Critical Carrier Delays Detected","variant":"destructive"}}}
+{"op":"add","path":"/elements/shipments-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"key":"id","statePath":"/shipments"},"children":["shipment-item-card"]}}
+{"op":"add","path":"/elements/shipment-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["shipment-info-main","shipment-status-eta","shipment-flag-action"]}}
+{"op":"add","path":"/elements/shipment-info-main","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["shipment-route-heading","shipment-details-text"]}}
+{"op":"add","path":"/elements/shipment-route-heading","value":{"type":"Heading","props":{"level":"h4","text":{"$template":"${id}: ${origin} ➔ ${destination}"}}}}
+{"op":"add","path":"/elements/shipment-details-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Carrier: **${carrier}** | Cost: $${cost} | Route Code: ${route}"}}}}
+{"op":"add","path":"/elements/shipment-status-eta","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"end","variant":"clear"},"children":["shipment-status-badge","shipment-eta-text"]}}
+{"op":"add","path":"/elements/shipment-status-badge","value":{"type":"Tag","props":{"size":"md","text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"danger","$else":"success"}}}}
+{"op":"add","path":"/elements/shipment-eta-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"ETA: ${eta}"}}}}
+{"op":"add","path":"/elements/shipment-flag-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"🚩 Flagged","$else":"🏳️ Flag Issue"},"size":"small","type":{"$cond":{"$item":"flagged"},"$then":"destructive","$else":"normal"},"variant":{"$cond":{"$item":"flagged"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/shipments/${$index}/flagged"},"value":{"$cond":{"$item":"flagged"},"$then":false,"$else":true}}}}}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"carrier":"Swift Logistics","cost":1150,"destination":"Chicago, IL","eta":"Today, 4:00 PM","flagged":false,"id":"SH-9041","isDelayed":false,"origin":"Seattle, WA","route":"US-NW-CHI","status":"On Time"}}
+{"op":"add","path":"/state/shipments/1","value":{"carrier":"Apex Freight","cost":1480,"destination":"Dallas, TX","eta":"Tomorrow, 10:00 AM","flagged":true,"id":"SH-9042","isDelayed":true,"origin":"Los Angeles, CA","route":"US-SW-DAL","status":"Delayed (Weather)"}}
+{"op":"add","path":"/state/shipments/2","value":{"carrier":"BlueDart Trans","cost":980,"destination":"Atlanta, GA","eta":"Oct 24, 2:30 PM","flagged":false,"id":"SH-9043","isDelayed":false,"origin":"Miami, FL","route":"US-SE-ATL","status":"In Transit"}}
+{"op":"add","path":"/state/shipments/3","value":{"carrier":"National Cargo","cost":1350,"destination":"New York, NY","eta":"Oct 25, 11:00 AM","flagged":false,"id":"SH-9044","isDelayed":false,"origin":"Chicago, IL","route":"US-MW-NYC","status":"On Time"}}
+{"op":"add","path":"/state/shipments/4","value":{"carrier":"Swift Logistics","cost":1210,"destination":"Denver, CO","eta":"Oct 26, 6:00 PM","flagged":true,"id":"SH-9045","isDelayed":true,"origin":"Phoenix, AZ","route":"US-SW-DEN","status":"Delayed (Mechanical)"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..a6f3b088a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","dialog-container","kpi-grid","middle-grid","bottom-grid"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"HR & Talent Acquisition Dashboard","subtitle":"Comprehensive hiring metrics, pipeline performance, and workforce analytics"},"children":[]}}
+{"op":"add","path":"/elements/dialog-container","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Open New Role","triggerVariant":"default","title":"Create New Job Requisition","description":"Fill in the details below to open a new position for hiring.","content":["role-form"]},"children":[]}}
+{"op":"add","path":"/elements/role-form","value":{"type":"Form","props":{"name":"newRoleForm","buttons":"form-buttons","fields":["field-title","field-dept","field-type"]},"children":[]}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Job Title","hint":"e.g. Senior Frontend Engineer","input":"input-title"},"children":[]}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"jobTitle","placeholder":"Enter job title...","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/field-dept","value":{"type":"FormControl","props":{"label":"Department","hint":"Select the hiring department","input":"select-dept"},"children":[]}}
+{"op":"add","path":"/elements/select-dept","value":{"type":"Select","props":{"name":"department","placeholder":"Select department","value":{"$bindState":"/newRole/department"},"items":["opt-eng","opt-prod","opt-design","opt-sales","opt-mktg"]},"children":[]}}
+{"op":"add","path":"/elements/opt-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/opt-prod","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/opt-design","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"},"children":[]}}
+{"op":"add","path":"/elements/opt-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/opt-mktg","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/field-type","value":{"type":"FormControl","props":{"label":"Employment Type","input":"radio-type"},"children":[]}}
+{"op":"add","path":"/elements/radio-type","value":{"type":"RadioGroup","props":{"name":"empType","defaultValue":"full-time","value":{"$bindState":"/newRole/type"},"items":["type-ft","type-contract"]},"children":[]}}
+{"op":"add","path":"/elements/type-ft","value":{"type":"RadioItem","props":{"value":"full-time","label":"Full-Time","description":"Standard 40h/week position"},"children":[]}}
+{"op":"add","path":"/elements/type-contract","value":{"type":"RadioItem","props":{"value":"contract","label":"Contractor","description":"Fixed-term or project based"},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-submit"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Create Position","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"department":{"$state":"/newRole/department"},"applicants":0,"status":"Just Opened"},"clearStatePath":"/newRole/title"}}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"Engineering","type":"full-time"}}
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+{"op":"add","path":"/elements/kpi-headcount","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headcount-title","headcount-val","headcount-sub"]}}
+{"op":"add","path":"/elements/headcount-title","value":{"type":"Heading","props":{"text":"Current Headcount","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/headcount-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headcount-sub","value":{"type":"Badge","props":{"text":"+12% vs last quarter","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-openroles","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["openroles-title","openroles-val","openroles-sub"]}}
+{"op":"add","path":"/elements/openroles-title","value":{"type":"Heading","props":{"text":"Active Open Roles","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/openroles-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeRolesCount"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/openroles-sub","value":{"type":"Badge","props":{"text":"Across 5 Departments","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/kpi-avgtime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["avgtime-title","avgtime-val","avgtime-sub"]}}
+{"op":"add","path":"/elements/avgtime-title","value":{"type":"Heading","props":{"text":"Avg Time to Hire","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/avgtime-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/avgTimeToHire"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/avgtime-sub","value":{"type":"Badge","props":{"text":"-4 days from last month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-interviews","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["interviews-title","interviews-val","interviews-sub"]}}
+{"op":"add","path":"/elements/interviews-title","value":{"type":"Heading","props":{"text":"Interviews This Week","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/interviews-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/interviewsThisWeek"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/interviews-sub","value":{"type":"Badge","props":{"text":"14 Onsite / 10 Virtual","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"headcount":"342","activeRolesCount":"12","avgTimeToHire":"28 Days","interviewsThisWeek":"24"}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["card-dept-split","card-pipeline"]}}
+{"op":"add","path":"/elements/card-dept-split","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dept-heading","dept-pie"]}}
+{"op":"add","path":"/elements/dept-heading","value":{"type":"Heading","props":{"text":"Headcount Split by Department","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dept-pie","value":{"type":"PieChart","props":{"variant":"donut","appearance":"circular","labels":{"$state":"/deptSplit/labels"},"values":{"$state":"/deptSplit/values"}},"children":[]}}
+{"op":"add","path":"/state/deptSplit","value":{"labels":["Engineering","Product","Sales","Marketing","Operations","HR"],"values":[140,45,75,35,32,15]}}
+{"op":"add","path":"/elements/card-pipeline","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["pipeline-heading","pipeline-chart","series-pipeline"]}}
+{"op":"add","path":"/elements/pipeline-heading","value":{"type":"Heading","props":{"text":"Candidate Pipeline by Stage","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/pipeline/stages"},"series":["series-pipeline"],"xLabel":"Pipeline Stage","yLabel":"Active Candidates"},"children":[]}}
+{"op":"add","path":"/elements/series-pipeline","value":{"type":"Series","props":{"category":"Candidates","values":{"$state":"/pipeline/counts"}},"children":[]}}
+{"op":"add","path":"/state/pipeline","value":{"stages":["Sourced","Screening","Technical Interview","Culture Fit","Offer Extended"],"counts":[120,48,22,12,5]}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["card-open-roles","card-attrition"]}}
+{"op":"add","path":"/elements/card-open-roles","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["roles-heading","roles-list"]}}
+{"op":"add","path":"/elements/roles-heading","value":{"type":"Heading","props":{"text":"Open Roles & Department Overview","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/roles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-item-card"]}}
+{"op":"add","path":"/elements/role-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["role-info","role-meta"]}}
+{"op":"add","path":"/elements/role-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["role-title","role-dept"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"TextContent","props":{"text":{"$template":"**${title}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/role-dept","value":{"type":"Tag","props":{"text":{"$item":"department"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/role-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["role-applicants","role-status-badge"]}}
+{"op":"add","path":"/elements/role-applicants","value":{"type":"TextContent","props":{"text":{"$template":"${applicants} applicants"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/role-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"role-1","title":"Staff Backend Engineer","department":"Engineering","applicants":34,"status":"Active"}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"role-2","title":"Senior Product Designer","department":"Design","applicants":18,"status":"Active"}}
+{"op":"add","path":"/state/openRoles/2","value":{"id":"role-3","title":"Group Product Manager","department":"Product","applicants":12,"status":"Final Round"}}
+{"op":"add","path":"/state/openRoles/3","value":{"id":"role-4","title":"Enterprise Account Executive","department":"Sales","applicants":25,"status":"Active"}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"role-5","title":"Growth Marketing Lead","department":"Marketing","applicants":15,"status":"Sourcing"}}
+{"op":"add","path":"/elements/card-attrition","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["attrition-heading","attrition-chart","series-attrition"]}}
+{"op":"add","path":"/elements/attrition-heading","value":{"type":"Heading","props":{"text":"Attrition Rate (Past 6 Months)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"AreaChart","props":{"variant":"natural","labels":{"$state":"/attritionData/months"},"series":["series-attrition"],"xLabel":"Month","yLabel":"Attrition %"},"children":[]}}
+{"op":"add","path":"/elements/series-attrition","value":{"type":"Series","props":{"category":"Attrition Rate %","values":{"$state":"/attritionData/rates"}},"children":[]}}
+{"op":"add","path":"/state/attritionData","value":{"months":["May","Jun","Jul","Aug","Sep","Oct"],"rates":[1.8,2.1,1.5,1.2,1.4,1.1]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..9ef90f0c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,84 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","main-grid","bottom-grid"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","new-role-dialog"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"HR & Hiring Overview","subtitle":"Track headcount, recruiting pipeline, and workforce metrics"}}}
+{"op":"add","path":"/elements/new-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Open New Role","title":"Open a New Requisition","description":"Fill in the details below to request a new open position.","content":["new-role-form"]}}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"newRoleForm","fields":["field-role-title","field-dept","field-location","field-salary"],"buttons":"form-buttons"}}}
+{"op":"add","path":"/elements/field-role-title","value":{"type":"FormControl","props":{"label":"Role Title","input":"input-role-title"}}}
+{"op":"add","path":"/elements/input-role-title","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Frontend Engineer","value":{"$bindState":"/forms/newRole/title"}}}}
+{"op":"add","path":"/elements/field-dept","value":{"type":"FormControl","props":{"label":"Department","input":"select-dept"}}}
+{"op":"add","path":"/elements/select-dept","value":{"type":"Select","props":{"name":"department","placeholder":"Select department","items":["opt-eng","opt-prod","opt-des","opt-mktg","opt-sales"],"value":{"$bindState":"/forms/newRole/dept"}}}}
+{"op":"add","path":"/elements/opt-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"}}}
+{"op":"add","path":"/elements/opt-prod","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"}}}
+{"op":"add","path":"/elements/opt-des","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"}}}
+{"op":"add","path":"/elements/opt-mktg","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"}}}
+{"op":"add","path":"/elements/opt-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"}}}
+{"op":"add","path":"/elements/field-location","value":{"type":"FormControl","props":{"label":"Location","input":"input-location"}}}
+{"op":"add","path":"/elements/input-location","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. San Francisco, CA / Remote","value":{"$bindState":"/forms/newRole/location"}}}}
+{"op":"add","path":"/elements/field-salary","value":{"type":"FormControl","props":{"label":"Target Salary Range","input":"input-salary"}}}
+{"op":"add","path":"/elements/input-salary","value":{"type":"Input","props":{"name":"salary","placeholder":"e.g. $140k - $170k","value":{"$bindState":"/forms/newRole/salary"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-role"]}}}
+{"op":"add","path":"/elements/btn-submit-role","value":{"type":"Button","props":{"label":"Create Requisition","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/forms/newRole/title","statePath":"/openRoles","value":{"applicants":0,"department":{"$state":"/forms/newRole/dept"},"id":"$id","location":{"$state":"/forms/newRole/location"},"posted":"Just now","title":{"$state":"/forms/newRole/title"}}}}}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-headcount","metric-open-roles","metric-time-to-hire","metric-attrition"]}}
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+{"op":"add","path":"/elements/val-headcount","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/metrics/headcount"}}}}
+{"op":"add","path":"/elements/sub-headcount","value":{"type":"Badge","props":{"text":"+8 this quarter","variant":"secondary"}}}
+{"op":"add","path":"/elements/metric-open-roles","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["lbl-open-roles","val-open-roles","sub-open-roles"]}}
+{"op":"add","path":"/elements/lbl-open-roles","value":{"type":"Label","props":{"text":"Active Requisitions"}}}
+{"op":"add","path":"/elements/val-open-roles","value":{"type":"Heading","props":{"level":"h2","text":"8 Open Roles"}}}
+{"op":"add","path":"/elements/sub-open-roles","value":{"type":"Badge","props":{"text":"Across 4 Depts","variant":"outline"}}}
+{"op":"add","path":"/elements/metric-time-to-hire","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["lbl-time-hire","val-time-hire","sub-time-hire"]}}
+{"op":"add","path":"/elements/lbl-time-hire","value":{"type":"Label","props":{"text":"4. Avg Time to Hire"}}}
+{"op":"add","path":"/elements/val-time-hire","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/metrics/avgTimeToHire"}}}}
+{"op":"add","path":"/elements/sub-time-hire","value":{"type":"Badge","props":{"text":"-4 days vs last Qtr","variant":"ghost"}}}
+{"op":"add","path":"/elements/metric-attrition","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["lbl-attrition","val-attrition","sub-attrition"]}}
+{"op":"add","path":"/elements/lbl-attrition","value":{"type":"Label","props":{"text":"6-Mo Attrition Rate"}}}
+{"op":"add","path":"/elements/val-attrition","value":{"type":"Heading","props":{"level":"h2","text":"2.8%"}}}
+{"op":"add","path":"/elements/sub-attrition","value":{"type":"Badge","props":{"text":"Industry Avg: 4.5%","variant":"secondary"}}}
+{"op":"add","path":"/state/metrics","value":{"avgTimeToHire":"28 Days","headcount":"248"}}
+{"op":"add","path":"/state/forms","value":{"newRole":{"dept":"","location":"","salary":"","title":""}}}
+{"op":"add","path":"/elements/main-grid","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["col-left","col-right"]}}
+{"op":"add","path":"/elements/col-left","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["section-roles","section-interviews"]}}
+{"op":"add","path":"/elements/section-roles","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hdr-roles","list-roles"]}}
+{"op":"add","path":"/elements/hdr-roles","value":{"type":"CardHeader","props":{"subtitle":"Active requisitions and current applicant volume","title":"2. Open Roles by Department"}}}
+{"op":"add","path":"/elements/list-roles","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"key":"id","statePath":"/openRoles"},"children":["role-item-card"]}}
+{"op":"add","path":"/elements/role-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["role-info","role-meta"]}}
+{"op":"add","path":"/elements/role-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["role-title-text","role-dept-badge"]}}
+{"op":"add","path":"/elements/role-title-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"title"}}}}
+{"op":"add","path":"/elements/role-dept-badge","value":{"type":"Badge","props":{"text":{"$item":"department"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/role-meta","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["role-applicants","role-posted"]}}
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+{"op":"add","path":"/elements/role-posted","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Posted ${posted}"}}}}
+{"op":"add","path":"/state/openRoles","value":[]}
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+{"op":"add","path":"/state/openRoles/1","value":{"applicants":18,"department":"Product","id":"r2","location":"Remote","posted":"1 week ago","title":"Senior Product Manager"}}
+{"op":"add","path":"/state/openRoles/2","value":{"applicants":31,"department":"Design","id":"r3","location":"New York, NY","posted":"2 weeks ago","title":"Lead Product Designer"}}
+{"op":"add","path":"/state/openRoles/3","value":{"applicants":12,"department":"Sales","id":"r4","location":"Austin, TX","posted":"5 days ago","title":"Account Executive - Enterprise"}}
+{"op":"add","path":"/state/openRoles/4","value":{"applicants":42,"department":"Engineering","id":"r5","location":"Remote","posted":"4 days ago","title":"Senior Frontend Engineer"}}
+{"op":"add","path":"/elements/section-interviews","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hdr-interviews","table-interviews"]}}
+{"op":"add","path":"/elements/hdr-interviews","value":{"type":"CardHeader","props":{"subtitle":"Upcoming candidate interviews for the current week","title":"6. Interviews Scheduled This Week"}}}
+{"op":"add","path":"/elements/table-interviews","value":{"type":"Table","props":{"columns":["col-cand","col-role","col-stage","col-interviewer","col-time"]}}}
+{"op":"add","path":"/elements/col-cand","value":{"type":"Col","props":{"data":{"$state":"/interviews/candidates"},"label":"Candidate","type":"string"}}}
+{"op":"add","path":"/elements/col-role","value":{"type":"Col","props":{"data":{"$state":"/interviews/roles"},"label":"Role","type":"string"}}}
+{"op":"add","path":"/elements/col-stage","value":{"type":"Col","props":{"data":{"$state":"/interviews/stages"},"label":"Interview Round","type":"string"}}}
+{"op":"add","path":"/elements/col-interviewer","value":{"type":"Col","props":{"data":{"$state":"/interviews/interviewers"},"label":"Interviewer","type":"string"}}}
+{"op":"add","path":"/elements/col-time","value":{"type":"Col","props":{"data":{"$state":"/interviews/times"},"label":"Schedule","type":"string"}}}
+{"op":"add","path":"/state/interviews","value":{"candidates":["Alex Rivera","Sarah Chen","Marcus Vance","Elena Rostova","David Kim"],"interviewers":["Devon Lane (EM)","Katie Zhao (VP Prod)","Alex Rivera (Staff Des)","Sam Miller (CRO)","Devon Lane (EM)"],"roles":["Staff Backend Engineer","Senior Product Manager","Lead Product Designer","Account Executive","Senior Frontend Engineer"],"stages":["Technical Deep Dive","Product System Design","Portfolio Review","Executive Alignment","Coding Architecture"],"times":["Mon, 10:00 AM","Mon, 2:30 PM","Tue, 11:00 AM","Wed, 1:30 PM","Thu, 3:00 PM"]}}
+{"op":"add","path":"/elements/col-right","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["section-pipeline","section-dept-split"]}}
+{"op":"add","path":"/elements/section-pipeline","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hdr-pipeline","chart-pipeline"]}}
+{"op":"add","path":"/elements/hdr-pipeline","value":{"type":"CardHeader","props":{"subtitle":"Total active candidates distributed across recruitment stages","title":"3. Candidates at Each Pipeline Stage"}}}
+{"op":"add","path":"/elements/chart-pipeline","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/pipeline/stages"},"series":["series-pipeline-count"],"xLabel":"Candidates"}}}
+{"op":"add","path":"/elements/series-pipeline-count","value":{"type":"Series","props":{"category":"Candidates","values":{"$state":"/pipeline/counts"}}}}
+{"op":"add","path":"/state/pipeline","value":{"counts":[142,68,34,18,6],"stages":["Sourced / Applied","Screening","Interviewing","Final Round","Offer Extended"]}}
+{"op":"add","path":"/elements/section-dept-split","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hdr-dept-split","chart-dept-split"]}}
+{"op":"add","path":"/elements/hdr-dept-split","value":{"type":"CardHeader","props":{"subtitle":"Proportional employee distribution across company departments","title":"5. Headcount Split by Department"}}}
+{"op":"add","path":"/elements/chart-dept-split","value":{"type":"PieChart","props":{"appearance":"circular","labels":{"$state":"/deptSplit/departments"},"value":{"$state":"/deptSplit/headcounts"},"variant":"donut"}}}
+{"op":"add","path":"/state/deptSplit","value":{"departments":["Engineering","Sales & Marketing","Product & Design","Customer Success","G&A / Operations"],"headcounts":[98,62,38,30,20]}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["section-attrition"]}}
+{"op":"add","path":"/elements/section-attrition","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hdr-attrition","chart-attrition"]}}
+{"op":"add","path":"/elements/hdr-attrition","value":{"type":"CardHeader","props":{"subtitle":"Monthly voluntary vs involuntary employee departures over the last two quarters","title":"7. Attrition Over the Past Six Months"}}}
+{"op":"add","path":"/elements/chart-attrition","value":{"type":"BarChart","props":{"labels":{"$state":"/attrition/months"},"series":["series-voluntary","series-involuntary"],"variant":"stacked","xLabel":"Month","yLabel":"Departures"}}}
+{"op":"add","path":"/elements/series-voluntary","value":{"type":"Series","props":{"category":"Voluntary","values":{"$state":"/attrition/voluntary"}}}}
+{"op":"add","path":"/elements/series-involuntary","value":{"type":"Series","props":{"category":"Involuntary","values":{"$state":"/attrition/involuntary"}}}}
+{"op":"add","path":"/state/attrition","value":{"involuntary":[0,1,0,1,0,0],"months":["Oct","Nov","Dec","Jan","Feb","Mar"],"voluntary":[1,2,1,0,2,1]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..58f7ddca5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,122 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","kpi-grid","tabs-container","dialog-element"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-title-box","new-role-trigger-box"]}}
+{"op":"add","path":"/elements/header-title-box","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h1","text":"HR Hiring & Workforce Overview"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time pipeline metrics, headcount analytics, and recruitment management."}}}
+{"op":"add","path":"/elements/new-role-trigger-box","value":{"type":"Card","props":{"direction":"row","justify":"end","variant":"clear"},"children":["open-role-dialog-btn"]}}
+{"op":"add","path":"/elements/open-role-dialog-btn","value":{"type":"DialogBlock","props":{"content":["new-role-form"],"description":"Fill out the details below to open a new requisition and post it to the hiring portal.","title":"Open a New Requisition","triggerLabel":"+ Open New Role","triggerVariant":"default"}}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"buttons":"form-buttons","fields":["field-role-title","field-department","field-location","field-target-date"],"name":"newRoleForm"}}}
+{"op":"add","path":"/elements/field-role-title","value":{"type":"FormControl","props":{"hint":"E.g., Senior Frontend Engineer","input":"input-role-title","label":"Role Title"}}}
+{"op":"add","path":"/elements/input-role-title","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"Enter job title...","type":"text","value":{"$bindState":"/newRole/title"}}}}
+{"op":"add","path":"/elements/field-department","value":{"type":"FormControl","props":{"input":"select-department","label":"Department"}}}
+{"op":"add","path":"/elements/select-department","value":{"type":"Select","props":{"items":["dept-opt-eng","dept-opt-prod","dept-opt-design","dept-opt-mktg","dept-opt-sales"],"name":"department","placeholder":"Select department...","value":{"$bindState":"/newRole/department"}}}}
+{"op":"add","path":"/elements/dept-opt-eng","value":{"type":"SelectItem","props":{"label":"Engineering","value":"Engineering"}}}
+{"op":"add","path":"/elements/dept-opt-prod","value":{"type":"SelectItem","props":{"label":"Product","value":"Product"}}}
+{"op":"add","path":"/elements/dept-opt-design","value":{"type":"SelectItem","props":{"label":"Design","value":"Design"}}}
+{"op":"add","path":"/elements/dept-opt-mktg","value":{"type":"SelectItem","props":{"label":"Marketing","value":"Marketing"}}}
+{"op":"add","path":"/elements/dept-opt-sales","value":{"type":"SelectItem","props":{"label":"Sales","value":"Sales"}}}
+{"op":"add","path":"/elements/field-location","value":{"type":"FormControl","props":{"input":"input-location","label":"Location"}}}
+{"op":"add","path":"/elements/input-location","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. Remote, San Francisco, NY","type":"text","value":{"$bindState":"/newRole/location"}}}}
+{"op":"add","path":"/elements/field-target-date","value":{"type":"FormControl","props":{"input":"input-target-date","label":"Target Start Date"}}}
+{"op":"add","path":"/elements/input-target-date","value":{"type":"Input","props":{"name":"targetDate","type":"text","value":{"$bindState":"/newRole/targetDate"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-role"]}}}
+{"op":"add","path":"/elements/btn-submit-role","value":{"type":"Button","props":{"label":"Publish Requisition","size":"medium","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/newRole/title","statePath":"/openRoles","value":{"applicants":0,"department":{"$state":"/newRole/department"},"id":"$id","location":{"$state":"/newRole/location"},"postedDate":"Just now","status":"Active","title":{"$state":"/newRole/title"}}}}}}}
+{"op":"add","path":"/state/newRole","value":{"department":"Engineering","location":"Remote","targetDate":"2025-04-01","title":""}}
+{"op":"add","path":"/elements/dialog-element","value":{"type":"Card","props":{"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-headcount","kpi-open-roles","kpi-time-to-hire","kpi-interviews-week"]}}
+{"op":"add","path":"/elements/kpi-headcount","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-hc-label","kpi-hc-val","kpi-hc-badge"]}}
+{"op":"add","path":"/elements/kpi-hc-label","value":{"type":"TextContent","props":{"size":"small","text":"Current Headcount"}}}
+{"op":"add","path":"/elements/kpi-hc-val","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/headcount"}}}}
+{"op":"add","path":"/elements/kpi-hc-badge","value":{"type":"Badge","props":{"text":"+12 this quarter","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-open-roles","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-roles-label","kpi-roles-val","kpi-roles-badge"]}}
+{"op":"add","path":"/elements/kpi-roles-label","value":{"type":"TextContent","props":{"size":"small","text":"Open Roles"}}}
+{"op":"add","path":"/elements/kpi-roles-val","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/openRolesCount"}}}}
+{"op":"add","path":"/elements/kpi-roles-badge","value":{"type":"Badge","props":{"text":"8 Priority Reqs","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-time-to-hire","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-tth-label","kpi-tth-val","kpi-tth-badge"]}}
+{"op":"add","path":"/elements/kpi-tth-label","value":{"type":"TextContent","props":{"size":"small","text":"Avg Time to Hire"}}}
+{"op":"add","path":"/elements/kpi-tth-val","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/avgTimeToHire"}}}}
+{"op":"add","path":"/elements/kpi-tth-badge","value":{"type":"Badge","props":{"text":"-3 days vs last month","variant":"ghost"}}}
+{"op":"add","path":"/elements/kpi-interviews-week","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-int-label","kpi-int-val","kpi-int-badge"]}}
+{"op":"add","path":"/elements/kpi-int-label","value":{"type":"TextContent","props":{"size":"small","text":"Interviews This Week"}}}
+{"op":"add","path":"/elements/kpi-int-val","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/interviewsThisWeek"}}}}
+{"op":"add","path":"/elements/kpi-int-badge","value":{"type":"Badge","props":{"text":"14 Scheduled Today","variant":"outline"}}}
+{"op":"add","path":"/state/kpis","value":{"avgTimeToHire":"32 Days","headcount":"248","interviewsThisWeek":"38","openRolesCount":"14"}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-pipeline","tab-roles","tab-analytics","tab-interviews"]}}}
+{"op":"add","path":"/elements/tab-pipeline","value":{"type":"TabItem","props":{"content":["pipeline-section-card"],"trigger":"Pipeline Stages","value":"pipeline"}}
+{"op":"add","path":"/elements/pipeline-section-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["pipeline-header","pipeline-bar-chart","pipeline-list-container"]}}
+{"op":"add","path":"/elements/pipeline-header","value":{"type":"CardHeader","props":{"subtitle":"Distribution of active candidates across hiring stages","title":"Candidate Pipeline Overview"}}}
+{"op":"add","path":"/elements/pipeline-bar-chart","value":{"type":"BarChart","props":{"labels":["Sourced","Screening","Technical","Onsite","Offer"],"series":["series-pipeline-candidates"],"xLabel":"Pipeline Stage","yLabel":"Candidates"}}}
+{"op":"add","path":"/elements/series-pipeline-candidates","value":{"type":"Series","props":{"category":"Candidates","values":[45,28,18,9,4]}}}
+{"op":"add","path":"/elements/pipeline-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["pipeline-breakdown-heading","pipeline-repeat-box"]}}
+{"op":"add","path":"/elements/pipeline-breakdown-heading","value":{"type":"Heading","props":{"level":"h4","text":"Stage Breakdown"}}}
+{"op":"add","path":"/elements/pipeline-repeat-box","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"stage","statePath":"/pipelineStages"},"children":["pipeline-stage-item"]}}
+{"op":"add","path":"/elements/pipeline-stage-item","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["stage-info-box","stage-count-tag"]}}
+{"op":"add","path":"/elements/stage-info-box","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["stage-name","stage-desc"]}}
+{"op":"add","path":"/elements/stage-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"stage"}}}}
+{"op":"add","path":"/elements/stage-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"description"}}}}
+{"op":"add","path":"/elements/stage-count-tag","value":{"type":"Tag","props":{"size":"md","text":{"$template":"${count} candidates"},"variant":"info"}}}
+{"op":"add","path":"/state/pipelineStages","value":[]}
+{"op":"add","path":"/state/pipelineStages/0","value":{"count":45,"description":"Initial outbound sourcing and inbound applications","stage":"Sourced"}}
+{"op":"add","path":"/state/pipelineStages/1","value":{"count":28,"description":"Recruiter phone screen and culture alignment","stage":"Screening"}}
+{"op":"add","path":"/state/pipelineStages/2","value":{"count":18,"description":"Take-home assessment and technical deep dive","stage":"Technical Assessment"}}
+{"op":"add","path":"/state/pipelineStages/3","value":{"count":9,"description":"Full loop interviews with team and leadership","stage":"Onsite Loop"}}
+{"op":"add","path":"/state/pipelineStages/4","value":{"count":4,"description":"Offer extended & background verification","stage":"Offer Stage"}}
+{"op":"add","path":"/elements/tab-roles","value":{"type":"TabItem","props":{"content":["roles-section-card"],"trigger":"Open Roles","value":"roles"}}}
+{"op":"add","path":"/elements/roles-section-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["roles-header","roles-list-container"]}}
+{"op":"add","path":"/elements/roles-header","value":{"type":"CardHeader","props":{"subtitle":"Active requisitions by department and candidate activity","title":"Open Positions"}}}
+{"op":"add","path":"/elements/roles-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/openRoles"},"children":["role-row-card"]}}
+{"op":"add","path":"/elements/role-row-card","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["role-info","role-meta"]}}
+{"op":"add","path":"/elements/role-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["role-title-text","role-sub-details"]}}
+{"op":"add","path":"/elements/role-title-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"title"}}}}
+{"op":"add","path":"/elements/role-sub-details","value":{"type":"Card","props":{"direction":"row","gap":"s","variant":"clear"},"children":["role-dept-tag","role-loc-text"]}}
+{"op":"add","path":"/elements/role-dept-tag","value":{"type":"Tag","props":{"size":"sm","text":{"$item":"department"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/role-loc-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"📍 ${location}"}}}}
+{"op":"add","path":"/elements/role-meta","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["role-applicants-badge","role-status-badge"]}}
+{"op":"add","path":"/elements/role-applicants-badge","value":{"type":"Badge","props":{"text":{"$template":"${applicants} applicants"},"variant":"outline"}}}
+{"op":"add","path":"/elements/role-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"default"}}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"applicants":24,"department":"Engineering","id":"1","location":"Remote (US)","postedDate":"12d ago","status":"Active","title":"Senior Backend Engineer"}}
+{"op":"add","path":"/state/openRoles/1","value":{"applicants":18,"department":"Product","id":"2","location":"San Francisco, CA","postedDate":"5d ago","status":"Urgent","title":"Staff Product Manager"}}
+{"op":"add","path":"/state/openRoles/2","value":{"applicants":31,"department":"Design","id":"3","location":"New York, NY","postedDate":"18d ago","status":"Active","title":"Lead Product Designer"}}
+{"op":"add","path":"/state/openRoles/3","value":{"applicants":12,"department":"Sales","id":"4","location":"Remote (EU)","postedDate":"3d ago","status":"Active","title":"Enterprise Account Executive"}}
+{"op":"add","path":"/state/openRoles/4","value":{"applicants":9,"department":"Engineering","id":"5","location":"San Francisco, CA","postedDate":"1d ago","status":"New","title":"DevOps / Infrastructure Lead"}}
+{"op":"add","path":"/state/openRoles/5","value":{"applicants":42,"department":"Marketing","id":"6","location":"Remote (US)","postedDate":"14d ago","status":"Active","title":"Growth Marketing Manager"}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"content":["analytics-section-card"],"trigger":"Headcount & Attrition","value":"analytics"}}}
+{"op":"add","path":"/elements/analytics-section-card","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"card"},"children":["charts-row","attrition-row"]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["dept-split-box","attrition-chart-box"]}}
+{"op":"add","path":"/elements/dept-split-box","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["dept-chart-header","dept-pie-chart"]}}
+{"op":"add","path":"/elements/dept-chart-header","value":{"type":"CardHeader","props":{"subtitle":"Total 248 active employees","title":"Headcount Split by Department"}}}
+{"op":"add","path":"/elements/dept-pie-chart","value":{"type":"PieChart","props":{"appearance":"circular","labels":["Engineering","Sales & Marketing","Product & Design","Operations & HR","Customer Support"],"value":[102,58,38,24,26],"variant":"donut"}}}
+{"op":"add","path":"/elements/attrition-chart-box","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["attrition-chart-header","attrition-line-chart"]}}
+{"op":"add","path":"/elements/attrition-chart-header","value":{"type":"CardHeader","props":{"subtitle":"Monthly attrition count over past 6 months","title":"Attrition Trend (Past 6 Months)"}}}
+{"op":"add","path":"/elements/attrition-line-chart","value":{"type":"LineChart","props":{"labels":["Oct","Nov","Dec","Jan","Feb","Mar"],"series":["series-voluntary-attrition","series-involuntary-attrition"],"variant":"natural","xLabel":"Month","yLabel":"Employees Left"}}}
+{"op":"add","path":"/elements/series-voluntary-attrition","value":{"type":"Series","props":{"category":"Voluntary","values":[3,2,4,1,2,3]}}}
+{"op":"add","path":"/elements/series-involuntary-attrition","value":{"type":"Series","props":{"category":"Involuntary","values":[1,0,1,2,0,1]}}}
+{"op":"add","path":"/elements/attrition-row","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["attrition-summary-heading","attrition-table"]}}
+{"op":"add","path":"/elements/attrition-summary-heading","value":{"type":"Heading","props":{"level":"h4","text":"6-Month Attrition Data Summary"}}}
+{"op":"add","path":"/elements/attrition-table","value":{"type":"Table","props":{"columns":["col-month","col-headcount-start","col-departures","col-attrition-rate"]}}}
+{"op":"add","path":"/elements/col-month","value":{"type":"Col","props":{"data":["October","November","December","January","February","March"],"label":"Month","type":"string"}}}
+{"op":"add","path":"/elements/col-headcount-start","value":{"type":"Col","props":{"data":[232,236,240,242,244,246],"label":"Start Headcount","type":"number"}}}
+{"op":"add","path":"/elements/col-departures","value":{"type":"Col","props":{"data":[4,2,5,3,2,4],"label":"Departures","type":"number"}}}
+{"op":"add","path":"/elements/col-attrition-rate","value":{"type":"Col","props":{"data":["1.7%","0.8%","2.1%","1.2%","0.8%","1.6%"],"label":"Monthly Attrition Rate","type":"string"}}}
+{"op":"add","path":"/elements/tab-interviews","value":{"type":"TabItem","props":{"content":["interviews-section-card"],"trigger":"Interviews Scheduled","value":"interviews"}}}
+{"op":"add","path":"/elements/interviews-section-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["interviews-header","interviews-list-container"]}}
+{"op":"add","path":"/elements/interviews-header","value":{"type":"CardHeader","props":{"subtitle":"Upcoming candidate interviews for this week","title":"Interviews Scheduled This Week"}}}
+{"op":"add Cas","path":"/elements/interviews-list-container","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/interviewsThisWeekList"},"children":["interview-row"]}}
+{"op":"add","path":"/elements/interview-row","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["interview-left","interview-right"]}}
+{"op":"add","path":"/elements/interview-left","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["candidate-avatar","interview-details"]}}
+{"op":"add","path":"/elements/candidate-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"candidateInitials"}}}}
+{"op":"add","path":"/elements/interview-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["cand-name","cand-role","cand-interviewer"]}}
+{"op":"add","path":"/elements/cand-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"candidateName"}}}}
+{"op":"add","path":"/elements/cand-role","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Role: ${role} (${type})"}}}}
+{"op":"add","path":"/elements/cand-interviewer","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Interviewer: ${interviewer}"}}}}
+{"op":"add","path":"/elements/interview-right","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["interview-time-tag","interview-day-text"]}}
+{"op":"add","path":"/elements/interview-time-tag","value":{"type":"Tag","props":{"size":"md","text":{"$item":"time"},"variant":"warning"}}}
+{"op":"add","path":"/elements/interview-day-text","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"day"}}}}
+{"op":"add","path":"/state/interviewsThisWeekList","value":[]}
+{"op":"add","path":"/state/interviewsThisWeekList/0","value":{"candidateInitials":"AL","candidateName":"Alex Liang","day":"Monday","id":"int-1","interviewer":"Sarah Jenkins (VP Eng)","role":"Senior Backend Engineer","time":"10:00 AM PST","type":"System Design Onsite"}}
+{"op":"add","path":"/state/interviewsThisWeekList/1","value":{"candidateInitials":"MP","candidateName":"Maya Patel","day":"Monday","id":"int-2","interviewer":"David Chen (Lead PM)","role":"Staff Product Manager","time":"02:00 PM PST","type":"Product Sense"}}
+{"op":"add","path":"/state/interviewsThisWeekList/2","value":{"candidateInitials":"JR","candidateName":"Jordan Rivera","day":"Tuesday","id":"int-3","interviewer":"Elena Rostova (Design Dir)","role":"Lead Product Designer","time":"11:30 AM PST","type":"Portfolio Review"}}
+{"op":"add","path":"/state/interviewsThisWeekList/3","value":{"candidateInitials":"TC","candidateName":"Taylor Cook","day":"Wednesday","id":"int-4","interviewer":"Markus Vance (Recruiter)","role":"Enterprise Account Executive","time":"09:00 AM PST","type":"Initial Recruiter Screen"}}
+{"op":"add","path":"/state/interviewsThisWeekList/4","value":{"candidateInitials":"KS","candidateName":"Kaito Sato","day":"Thursday","id":"int-5","interviewer":"Alex Liang & Team","role":"DevOps / Infrastructure Lead","time":"01:00 PM PST","type":"Coding / Architecture"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..3260324bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,112 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-grid","tabs-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-block","header-actions"]}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..ab0be9642
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,64 @@
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+{"op":"add","path":"/elements/col-inactivity","value":{"type":"Col","props":{"label":"Inactive Days","data":{"$state":"/atRiskLearners/inactiveDays"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-score","value":{"type":"Col","props":{"label":"Avg Score","data":{"$state":"/atRiskLearners/avgScores"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Risk Level","data":{"$state":"/atRiskLearners/riskLevels"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/atRiskLearners","value":{"names":["Alex Morgan","David Chen","Sarah Jenkins","Marcus Vance"],"cohorts":["2025 Q1 Engineering","Data Science Intensive","2025 Q2 Sales","2025 Q1 Engineering"],"inactiveDays":[12,14,9,18],"avgScores":[54,48,58,42],"riskLevels":["High Risk","Critical","Moderate","Critical"]}}
+{"op":"add","path":"/elements/messaging-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["msg-header","msg-form"]}}
+{"op":"add","path":"/elements/msg-header","value":{"type":"CardHeader","props":{"title":"Message a Cohort","subtitle":"Send announcements, reminders, or targeted support directly to all learners in a cohort"},"children":[]}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"cohortMessenger","fields":["msg-target-control","msg-subject-control","msg-body-control"],"buttons":"msg-buttons"},"children":[]}}
+{"op":"add","path":"/elements/msg-target-control","value":{"type":"FormControl","props":{"label":"Target Cohort","input":"msg-target-select"},"children":[]}}
+{"op":"add","path":"/elements/msg-target-select","value":{"type":"Select","props":{"name":"msgTargetCohort","value":{"$bindState":"/message/targetCohort"},"placeholder":"Select target cohort...","items":["msg-opt-q1","msg-opt-q2","msg-opt-bootcamp","msg-opt-at-risk"]},"children":[]}}
+{"op":"add","path":"/elements/msg-opt-q1","value":{"type":"SelectItem","props":{"value":"q1-2025","label":"2025 Q1 Engineering Onboarding"},"children":[]}}
+{"op":"add","path":"/elements/msg-opt-q2","value":{"type":"SelectItem","props":{"value":"q2-2025","label":"2025 Q2 Sales Enablement"},"children":[]}}
+{"op":"add","path":"/elements/msg-opt-bootcamp","value":{"type":"SelectItem","props":{"value":"bootcamp","label":"Data Science Intensive"},"children":[]}}
+{"op":"add","path":"/elements/msg-opt-at-risk","value":{"type":"SelectItem","props":{"value":"all-at-risk","label":"All At-Risk Learners (Filtered)"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Message Title / Subject","input":"msg-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"msgSubject","value":{"$bindState":"/message/subject"},"placeholder":"e.g. Weekly Module Deadline & Office Hours Reminder"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message Body","input":"msg-body-area","hint":"Markdown supported"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-area","value":{"type":"TextArea","props":{"name":"msgBody","value":{"$bindState":"/message/body"},"placeholder":"Type your message to the selected cohort learners here...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["msg-send-btn","msg-clear-btn"]}}
+{"op":"add","path":"/elements/msg-send-btn","value":{"type":"Button","props":{"label":"Send Broadcast Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/message/status","value":"Message sent successfully!"}}},"children":[]}}
+{"op":"add","path":"/elements/msg-clear-btn","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/message/body","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/msg-status-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"Notification Sent","description":{"$state":"/message/status"}},"visible":{"$state":"/message/status"},"children":[]}}
+{"op":"add","path":"/state/message","value":{"targetCohort":"q1-2025","subject":"","body":"","status":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..6724fc0bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","metrics-grid","engagement-chart-card","ranked-courses-card","at-risk-learners-card","message-cohort-dialog"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["title-block","cohort-filter-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["page-heading","page-subheading"]}}
+{"op":"add","path":"/elements/page-heading","value":{"type":"Heading","props":{"text":"Training Platform Analytics","level":"h1"}}}
+{"op":"add","path":"/elements/page-subheading","value":{"type":"TextContent","props":{"text":"Real-time performance metrics, learner retention, and engagement tracking.","size":"small"}}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Select Cohort / Group","input":"cohort-select","hint":"Filter analytics across the platform"}}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohortFilter","placeholder":"All Cohorts","items":["opt-all","opt-q1-dev","opt-q1-design","opt-q2-data"],"value":{"$bindState":"/selectedCohort"}}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts (Global)"}}}
+{"op":"add","path":"/elements/opt-q1-dev","value":{"type":"SelectItem","props":{"value":"q1-dev","label":"2025 Q1 - Software Engineering"}}}
+{"op":"add","path":"/elements/opt-q1-design","value":{"type":"SelectItem","props":{"value":"q1-design","label":"2025 Q1 - UX/UI Product Design"}}}
+{"op":"add","path":"/elements/opt-q2-data","value":{"type":"SelectItem","props":{"value":"q2-data","label":"2025 Q2 - Data Science & AI"}}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-card-1","metric-card-2","metric-card-3"]}}
+{"op":"add","path":"/elements/metric-card-1","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m1-title","m1-value","m1-badge"]}}
+{"op":"add","path":"/elements/m1-title","value":{"type":"TextContent","props":{"text":"Active Learners (This Week)","size":"small"}}}
+{"op":"add","path":"/elements/m1-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/activeLearners"},"level":"h2"}}}
+{"op":"add","path":"/elements/m1-badge","value":{"type":"Badge","props":{"text":"+12.4% vs last week","variant":"default"}}}
+{"op":"add","path":"/elements/metric-card-2","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m2-title","m2-value","m2-badge"]}}
+{"op":"add","path":"/elements/m2-title","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small"}}}
+{"op":"add","path":"/elements/m2-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/completionRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/m2-badge","value":{"type":"Badge","props":{"text":"Target: 80.0%","variant":"secondary"}}}
+{"op":"add","path":"/elements/metric-card-3","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m3-title","m3-value","m3-badge"]}}
+{"op":"add","path":"/elements/m3-title","value":{"type":"TextContent","props":{"text":"Average Quiz Score","size":"small"}}}
+{"op":"add","path":"/elements/m3-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/avgQuizScore"},"level":"h2"}}}
+{"op":"add","path":"/elements/m3-badge","value":{"type":"Badge","props":{"text":"Top 5% across benchmark","variant":"default"}}}
+{"op":"add","path":"/state/kpis","value":{"activeLearners":"1,248","completionRate":"84.2%","avgQuizScore":"88.5%"}}
+{"op":"add","path":"/elements/engagement-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","engagement-line-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Engagement Across Past 8 Weeks","subtitle":"Weekly active learner sessions, lesson views, and quiz submissions"}}}
+{"op":"add","path":"/elements/engagement-line-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["series-active-sessions","series-quiz-attempts"],"xLabel":"Timeline (Weeks)","yLabel":"Total Activity Count"}}}
+{"op":"add","path":"/elements/series-active-sessions","value":{"type":"Series","props":{"category":"Active Sessions","values":[850,920,980,1100,1050,1180,1210,1248]}}}
+{"op":"add","path":"/elements/series-quiz-attempts","value":{"type":"Series","props":{"category":"Quiz Attempts","values":[410,480,520,600,590,670,710,750]}}}
+{"op":"add","path":"/elements/ranked-courses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ranked-header","courses-bar-chart"]}}
+{"op":"add","path":"/elements/ranked-header","value":{"type":"CardHeader","props":{"title":"Courses Ranked by Enrollment","subtitle":"Top performing curriculum tracks based on total active registrations"}}}
+{"op":"add","path":"/elements/courses-bar-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Full-Stack React & Node","Data Engineering Pipelines","UX Research & Design Systems","Cloud Architecture (AWS)","Practical Machine Learning"],"series":["series-enrollments"],"xLabel":"Enrolled Students","yLabel":"Courses"}}}
+{"op":"add","path":"/elements/series-enrollments","value":{"type":"Series","props":{"category":"Enrolled Learners","values":[430,385,310,275,210]}}}
+{"op":"add","path":"/elements/at-risk-learners-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-header","at-risk-alert","at-risk-table"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Learners at Risk of Dropping Out","subtitle":"Identified via inactive login frequency, missed assignments, and low quiz scores"}}}
+{"op":"add","path":"/elements/at-risk-alert","value":{"type":"Alert","props":{"title":"Action Required","description":"4 learners have been inactive for over 10 days and have falling assessment scores. Consider sending a group encouragement message.","variant":"warning"}}}
+{"op":"add","path":"/elements/at-risk-table","value":{"type":"Table","props":{"columns":["col-name","col-cohort","col-inactivity","col-score","col-risk"]}}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Learner Name","type":"string","data":["Alex Rivera","Jordan Chen","Taylor Smith","Morgan Vance"]}}}
+{"op":"add","path":"/elements/col-cohort","value":{"type":"Col","props":{"label":"Cohort","type":"string","data":["2025 Q1 - Software Eng","2025 Q1 - UX/UI Design","2025 Q1 - Software Eng","2025 Q2 - Data Science"]}}}
+{"op":"add","path":"/elements/col-inactivity","value":{"type":"Col","props":{"label":"Days Inactive","type":"number","data":[12,14,10,11]}}}
+{"op":"add","path":"/elements/col-score","value":{"type":"Col","props":{"label":"Avg Score","type":"string","data":["58%","52%","61%","55%"]}}}
+{"op":"add","path":"/elements/col-risk","value":{"type":"Col","props":{"label":"Risk Level","type":"string","data":["High","Critical","Medium","High"]}}}
+{"op":"add","path":"/elements/message-cohort-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message Selected Cohort","title":"Broadcast Message to Cohort","description":"Send a direct announcement, study reminder, or notification to all learners in the targeted cohort.","content":["message-form-container"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/message-form-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["msg-success-callout","message-cohort-form"]}}
+{"op":"add","path":"/elements/msg-success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Message Dispatched!","description":"Your message was successfully queued and sent to all active members of the cohort."},"visible":{"$state":"/msgSent","eq":true}}}
+{"op":"add","path":"/elements/message-cohort-form","value":{"type":"Form","props":{"name":"cohortMessageForm","buttons":"form-buttons-group","fields":["field-target-cohort","field-subject","field-message-body"]}}}
+{"op":"add","path":"/elements/field-target-cohort","value":{"type":"FormControl","props":{"label":"Target Cohort","input":"input-target-cohort","hint":"Defaults to your currently selected cohort filter"}}}
+{"op":"add","path":"/elements/input-target-cohort","value":{"type":"Select","props":{"name":"targetCohort","placeholder":"Select target cohort","items":["topt-all","topt-q1-dev","topt-q1-design","topt-q2-data"],"value":{"$bindState":"/messageForm/cohort"}}}}
+{"op":"add","path":"/elements/topt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts (1,248 learners)"}}}
+{"op":"add","path":"/elements/topt-q1-dev","value":{"type":"SelectItem","props":{"value":"q1-dev","label":"2025 Q1 - Software Engineering (430 learners)"}}}
+{"op":"add","path":"/elements/topt-q1-design","value":{"type":"SelectItem","props":{"value":"q1-design","label":"2025 Q1 - UX/UI Product Design (310 learners)"}}}
+{"op":"add","path":"/elements/topt-q2-data","value":{"type":"SelectItem","props":{"value":"q2-data","label":"2025 Q2 - Data Science & AI (210 learners)"}}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Subject Line","input":"input-subject"}}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Weekly Study Group Sync & Resources","value":{"$bindState":"/messageForm/subject"}}}}
+{"op":"add","path":"/elements/field-message-body","value":{"type":"FormControl","props":{"label":"Message Body","input":"input-body","hint":"Supports markdown formatting for bold text and links"}}}
+{"op":"add","path":"/elements/input-body","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message or announcement here...","rows":4,"value":{"$bindState":"/messageForm/body"}}}}
+{"op":"add","path":"/elements/form-buttons-group","value":{"type":"Buttons","props":{"buttons":["btn-submit-msg"],"direction":"row"}}}
+{"op":"add","path":"/elements/btn-submit-msg","value":{"type":"Button","props":{"label":"Send Broadcast Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/msgSent","value":true}}}}}
+{"op":"add","path":"/state/messageForm","value":{"cohort":"q1-dev","subject":"","body":""}}
+{"op":"add","path":"/state/msgSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..ef3185958
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,76 @@
+{"op":"add","path":"/root","value":"main-layout"}
+{"op":"add","path":"/elements/main-layout","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","metrics-grid","analytics-tabs"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-block","cohort-select-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"Training Platform Analytics","level":"h1"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Real-time overview of learner engagement, performance, and course performance","size":"small"}}}
+{"op":"add","path":"/elements/cohort-select-control","value":{"type":"Select","props":{"name":"cohortSelect","value":{"$bindState":"/selectedCohort"},"placeholder":"Filter by Cohort","size":"medium"},"children":["cohort-opt-all","cohort-opt-2024q1","cohort-opt-2024q2","cohort-opt-exec"]}}
+{"op":"add","path":"/elements/cohort-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts"}}}
+{"op":"add","path":"/elements/cohort-opt-2024q1","value":{"type":"SelectItem","props":{"value":"q1_2024","label":"Cohort 2024-Q1 (Engineering)"}}}
+{"op":"add","path":"/elements/cohort-opt-2024q2","value":{"type":"SelectItem","props":{"value":"q2_2024","label":"Cohort 2024-Q2 (Product & Design)"}}}
+{"op":"add","path":"/elements/cohort-opt-exec","value":{"type":"SelectItem","props":{"value":"exec_leadership","label":"Executive Leadership Program"}}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-active","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["active-title","active-value","active-badge"]}}
+{"op":"add","path":"/elements/active-title","value":{"type":"TextContent","props":{"text":"Active Learners (This Week)","size":"small"}}}
+{"op":"add","path":"/elements/active-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/activeLearners"},"level":"h2"}}}
+{"op":"add","path":"/elements/active-badge","value":{"type":"Badge","props":{"text":"+12% vs last week","variant":"default"}}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["completion-title","completion-value","completion-progress"]}}
+{"op":"add","path":"/elements/completion-title","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small"}}}
+{"op":"add","path":"/elements/completion-value","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/completionRate}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/completion-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpis/completionRate"},"label":"Target: 80%"}}}
+{"op":"add","path":"/elements/metric-quiz","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["quiz-title","quiz-value","quiz-badge"]}}
+{"op":"add","path":"/elements/quiz-title","value":{"type":"TextContent","props":{"text":"Average Quiz Score","size":"small"}}}
+{"op":"add","path":"/elements/quiz-value","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/avgQuizScore}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/quiz-badge","value":{"type":"Badge","props":{"text":"+3.2 pt improvement","variant":"secondary"}}}
+{"op":"add","path":"/state/kpis","value":{"activeLearners":"1,248","completionRate":78,"avgQuizScore":84.5}}
+{"op":"add","path":"/elements/analytics-tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-courses","tab-at-risk","tab-messaging"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Engagement & Overview","content":["engagement-card"]}}}
+{"op":"add","path":"/elements/engagement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement Across Past 8 Weeks","subtitle":"Weekly active learner count and module submissions trend"}}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["series-active-users","series-submissions"],"xLabel":"Week","yLabel":"Count"}}}
+{"op":"add","path":"/elements/series-active-users","value":{"type":"Series","props":{"category":"Active Learners","values":[850,920,980,1050,1110,1150,1210,1248]}}}
+{"op":"add","path":"/elements/series-submissions","value":{"type":"Series","props":{"category":"Module Submissions","values":[1200,1350,1400,1580,1620,1700,1850,1920]}}}
+{"op":"add","path":"/elements/tab-courses","value":{"type":"TabItem","props":{"value":"courses","trigger":"Courses Ranked","content":["courses-rank-card"]}}}
+{"op":"add","path":"/elements/courses-rank-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["courses-rank-header","courses-chart"]}}
+{"op":"add","path":"/elements/courses-rank-header","value":{"type":"CardHeader","props":{"title":"Courses Ranked by Enrollment","subtitle":"Total enrolled learners per course module"}}}
+{"op":"add","path":"/elements/courses-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Full-Stack Web Dev","Data Science Fundamentals","Cloud Architecture","UI/UX Design Systems","Cybersecurity Essentials","Agile Product Mgmt"],"series":["series-enrollments"],"xLabel":"Learners Enrolled"}}}
+{"op":"add","path":"/elements/series-enrollments","value":{"type":"Series","props":{"category":"Enrollment","values":[420,380,310,275,210,165]}}}
+{"op":"add","path":"/elements/tab-at-risk","value":{"type":"TabItem","props":{"value":"at-risk","trigger":"Learners at Risk","content":["at-risk-card"]}}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-header","at-risk-alert","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Learners At Risk of Dropping Out","subtitle":"Identified based on inactivity over 10 days, failing quiz scores, or missed assignments"}}}
+{"op":"add","path":"/elements/at-risk-alert","value":{"type":"Alert","props":{"title":"Action Required","description":"5 learners require immediate instructor intervention or check-in.","variant":"warning"}}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["learner-info","learner-status","learner-action"]}}
+{"op":"add","path":"/elements/learner-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["learner-name","learner-cohort"]}}
+{"op":"add","path":"/elements/learner-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/learner-cohort","value":{"type":"TextContent","props":{"text":{"$template":"${cohort} • Last active ${lastActive}"},"size":"small"}}}
+{"op":"add","path":"/elements/learner-status","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["learner-score","learner-risk-tag"]}}
+{"op":"add","path":"/elements/learner-score","value":{"type":"TextContent","props":{"text":{"$template":"Avg Quiz: ${avgScore}%"},"size":"small"}}}
+{"op":"add","path":"/elements/learner-risk-tag","value":{"type":"Tag","props":{"text":{"$item":"riskReason"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/learner-action","value":{"type":"Button","props":{"label":"Nudge","size":"small","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageRecipient","value":{"$item":"email"}}}}}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"l1","name":"Alex Rivera","email":"alex.r@example.com","cohort":"Cohort 2024-Q1","lastActive":"12 days ago","avgScore":54,"riskReason":"Inactive > 10d"}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"l2","name":"Jordan Smith","email":"jordan.s@example.com","cohort":"Cohort 2024-Q2","lastActive":"8 days ago","avgScore":58,"riskReason":"Failing Quizzes"}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"l3","name":"Taylor Kim","email":"taylor.k@example.com","cohort":"Cohort 2024-Q1","lastActive":"14 days ago","avgScore":62,"riskReason":"Inactive > 10d"}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"l4","name":"Morgan Vance","email":"morgan.v@example.com","cohort":"Executive Leadership","lastActive":"10 days ago","avgScore":49,"riskReason":"Missed Deadlines"}}
+{"op":"add","path":"/elements/tab-messaging","value":{"type":"TabItem","props":{"value":"messaging","trigger":"Cohort Messaging","content":["messaging-card"]}}}
+{"op":"add","path":"/elements/messaging-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["messaging-header","message-sent-banner","message-form"]}}
+{"op":"add","path":"/elements/messaging-header","value":{"type":"CardHeader","props":{"title":"Broadcast Message to Cohort","subtitle":"Send announcements, reminders, or encouragement directly to selected cohort members"}}}
+{"op":"add","path":"/elements/message-sent-banner","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent!","description":"Your message has been successfully broadcast to all target learners."},"visible":{"$state":"/messageSent","eq":true}}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohortMsgForm","buttons":"form-buttons","fields":["target-control","subject-control","body-control"]}}}
+{"op":"add","path":"/elements/target-control","value":{"type":"FormControl","props":{"label":"Target Audience","input":"target-select","hint":"Select cohort or broadcast list"}}}
+{"op":"add","path":"/elements/target-select","value":{"type":"Select","props":{"name":"msgTarget","value":{"$bindState":"/msgForm/target"},"placeholder":"Select Target Cohort"},"children":["msg-target-all","msg-target-q1","msg-target-q2","msg-target-risk"]}}
+{"op":"add","path":"/elements/msg-target-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Active Learners"}}}
+{"op":"add","path":"/elements/msg-target-q1","value":{"type":"SelectItem","props":{"value":"q1_2024","label":"Cohort 2024-Q1 (Engineering)"}}}
+{"op":"add","path":"/elements/msg-target-q2","value":{"type":"SelectItem","props":{"value":"q2_2024","label":"Cohort 2024-Q2 (Product & Design)"}}}
+{"op":"add","path":"/elements/msg-target-risk","value":{"type":"SelectItem","props":{"value":"at_risk","label":"At-Risk Learners Only (5 Learners)"}}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject Line","input":"subject-input"}}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"e.g. Mid-term Assignment Reminder & Resources","value":{"$bindState":"/msgForm/subject"}}}}
+{"op":"add","path":"/elements/body-control","value":{"type":"FormControl","props":{"label":"Message Body","input":"body-textarea","hint":"Supports markdown formatting"}}}
+{"op":"add","path":"/elements/body-textarea","value":{"type":"TextArea","props":{"name":"msgBody","placeholder":"Type your broadcast message here...","rows":5,"value":{"$bindState":"/msgForm/body"}}}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["send-btn","reset-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send Broadcast Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
+{"op":"add","path":"/elements/reset-btn","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/msgForm/body","value":""}}}}}
+{"op":"add","path":"/state/msgForm","value":{"target":"all","subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..82d0aae8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,82 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","middle-grid","bottom-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["header-text","header-controls"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Training Platform Analytics","subtitle":"Track learner performance, engagement trends, and cohort interventions"}}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["cohort-select-control","message-drawer"]}}
+{"op":"add","path":"/elements/cohort-select-control","value":{"type":"FormControl","props":{"label":"Select Cohort","input":"cohort-select","hint":"Filter analytics data"}}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","value":{"$bindState":"/selectedCohort"},"placeholder":"All Cohorts"},"children":["cohort-all","cohort-q1","cohort-q2","cohort-bootcamp"]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts (1,240 Learners)"}}}
+{"op":"add","path":"/elements/cohort-q1","value":{"type":"SelectItem","props":{"value":"q1-eng","label":"Q1 Engineering Cohort"}}}
+{"op":"add","path":"/elements/cohort-q2","value":{"type":"SelectItem","props":{"value":"q2-data","label":"Q2 Data Science Cohort"}}}
+{"op":"add","path":"/elements/cohort-bootcamp","value":{"type":"SelectItem","props":{"value":"bootcamp-ux","label":"UX Design Bootcamp"}}}
+{"op":"add","path":"/elements/message-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Message Cohort","title":"Send Cohort Announcement","description":"Broadcast a direct message, reminder, or nudge to all learners in the selected cohort.","content":["message-form"]}}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageCohortForm","buttons":"message-form-buttons","fields":["msg-target-control","msg-subject-control","msg-body-control","msg-channel-control"]}}}
+{"op":"add","path":"/elements/msg-target-control","value":{"type":"FormControl","props":{"label":"Target Audience","input":"msg-target-input"}}}
+{"op":"add","path":"/elements/msg-target-input","value":{"type":"Input","props":{"name":"target","value":{"$template":"Active Selection: ${/selectedCohort}"}}}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Subject / Title","input":"msg-subject-input"}}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Action Required: Weekly Quiz Deadline","value":{"$bindState":"/messageSubject"}}}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message Body","input":"msg-body-input"}}}
+{"op":"add","path":"/elements/msg-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your announcement or reminder here...","rows":4,"value":{"$bindState":"/messageBody"}}}}
+{"op":"add","path":"/elements/msg-channel-control","value":{"type":"FormControl","props":{"label":"Delivery Method","input":"msg-channel-select"}}}
+{"op":"add","path":"/elements/msg-channel-select","value":{"type":"Select","props":{"name":"channel","value":{"$bindState":"/messageChannel"}},"children":["chan-email","chan-slack","chan-both"]}}
+{"op":"add","path":"/elements/chan-email","value":{"type":"SelectItem","props":{"value":"email","label":"Email Notification"}}}
+{"op":"add","path":"/elements/chan-slack","value":{"type":"SelectItem","props":{"value":"slack","label":"Slack / Teams Integration"}}}
+{"op":"add","path":"/elements/chan-both","value":{"type":"SelectItem","props":{"value":"both","label":"Both Email and Slack"}}}
+{"op":"add","path":"/elements/message-form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["send-msg-btn"]}}
+{"op":"add","path":"/elements/send-msg-btn","value":{"type":"Button","props":{"label":"Broadcast Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSentAlert","value":true}}}}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/state/messageSubject","value":""}
+{"op":"add","path":"/state/messageBody","value":""}
+{"op":"add","path":"/state/messageChannel","value":"both"}
+{"op":"add","path":"/state/messageSentAlert","value":false}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["kpi-alert","kpi-cards-row"]}}
+{"op":"add","path":"/elements/kpi-alert","value":{"type":"Alert","props":{"title":"Cohort Announcement Sent","description":"Your broadcast was successfully delivered to the selected cohort.","variant":"success"},"visible":{"$state":"/messageSentAlert"}}}
+{"op":"add","path":"/elements/kpi-cards-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-learners","kpi-completion","kpi-quiz"]}}
+{"op":"add","path":"/elements/kpi-learners","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-learners-val","kpi-learners-lbl","kpi-learners-badge"]}}
+{"op":"add","path":"/elements/kpi-learners-val","value":{"type":"Heading","props":{"text":"842","level":"h1"}}}
+{"op":"add","path":"/elements/kpi-learners-lbl","value":{"type":"TextContent","props":{"text":"Active Learners This Week","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-learners-badge","value":{"type":"Badge","props":{"text":"+12% vs last week","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-completion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-comp-val","kpi-comp-lbl","kpi-comp-progress"]}}
+{"op":"add","path":"/elements/kpi-comp-val","value":{"type":"Heading","props":{"text":"78.4%","level":"h1"}}}
+{"op":"add","path":"/elements/kpi-comp-lbl","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-comp-progress","value":{"type":"Progress","props":{"value":78,"label":"Target: 80%"}}}
+{"op":"add","path":"/elements/kpi-quiz","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-quiz-val","kpi-quiz-lbl","kpi-quiz-badge"]}}
+{"op":"add","path":"/elements/kpi-quiz-val","value":{"type":"Heading","props":{"text":"86.5","level":"h1"}}}
+{"op":"add","path":"/elements/kpi-quiz-lbl","value":{"type":"TextContent","props":{"text":"Average Quiz Score (Points)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-quiz-badge","value":{"type":"Badge","props":{"text":"+3.2 pt increase","variant":"secondary"}}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["engagement-chart-card","ranked-courses-card"]}}
+{"op":"add","path":"/elements/engagement-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-line-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement Across Past 8 Weeks","subtitle":"Weekly active learning hours and quiz submissions"}}}
+{"op":"add","path":"/elements/engagement-line-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["series-active-hours","series-quiz-attempts"],"xLabel":"Timeline (Weeks)","yLabel":"Volume"},"children":["series-active-hours","series-quiz-attempts"]}}
+{"op":"add","path":"/elements/series-active-hours","value":{"type":"Series","props":{"category":"Learning Hours (x10)","values":[120,135,150,142,168,175,190,210]}}}
+{"op":"add","path":"/elements/series-quiz-attempts","value":{"type":"Series","props":{"category":"Quiz Submissions","values":[310,340,390,360,420,450,490,530]}}}
+{"op":"add","path":"/elements/ranked-courses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ranked-courses-header","courses-bar-chart"]}}
+{"op":"add","path":"/elements/ranked-courses-header","value":{"type":"CardHeader","props":{"title":"Top Courses Ranked by Enrollment","subtitle":"Active student volume per course module"}}}
+{"op":"add","path":"/elements/courses-bar-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Fullstack Web Dev","Data Science Fundamentals","Cloud Architecture","UX/UI Product Design","Cybersecurity Essentials"],"series":["series-enrollments"],"xLabel":"Enrolled Learners","yLabel":"Course Name"},"children":["series-enrollments"]}}
+{"op":"add","path":"/elements/series-enrollments","value":{"type":"Series","props":{"category":"Enrollments","values":[340,285,210,175,130]}}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-header","at-risk-table-container"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Learners at Risk of Dropping Out","subtitle":"Flagged by low login frequency, missed deadlines, or declining quiz scores"}}}
+{"op":"add","path":"/elements/at-risk-table-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true},"children":["learner-info","learner-metrics","learner-actions"]}}
+{"op":"add","path":"/elements/learner-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["learner-avatar","learner-text-details"]}}
+{"op":"add","path":"/elements/learner-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/learner-text-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["learner-name","learner-course"]}}
+{"op":"add","path":"/elements/learner-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"default"}}}
+{"op":"add","path":"/elements/learner-course","value":{"type":"TextContent","props":{"text":{"$template":"${course} • ${cohort}"},"size":"small"}}}
+{"op":"add","path":"/elements/learner-metrics","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"center"},"children":["metric-inactivity","metric-quiz","risk-badge"]}}
+{"op":"add","path":"/elements/metric-inactivity","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["inactivity-lbl","inactivity-val"]}}
+{"op":"add","path":"/elements/inactivity-lbl","value":{"type":"TextContent","props":{"text":"Inactivity","size":"small"}}}
+{"op":"add","path":"/elements/inactivity-val","value":{"type":"TextContent","props":{"text":{"$template":"${daysInactive} days"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-quiz","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["quiz-lbl","quiz-val"]}}
+{"op":"add","path":"/elements/quiz-lbl","value":{"type":"TextContent","props":{"text":"Avg Quiz","size":"small"}}}
+{"op":"add","path":"/elements/quiz-val","value":{"type":"TextContent","props":{"text":{"$template":"${avgScore}%"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/risk-badge","value":{"type":"Badge","props":{"text":{"$item":"riskLevel"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/learner-actions","value":{"type":"Card","props":{"direction":"row","gap":"xs"},"children":["nudge-btn","dismiss-btn"]}}
+{"op":"add","path":"/elements/nudge-btn","value":{"type":"Button","props":{"label":"Send Nudge","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/nudgeAlert","value":true}}}}}
+{"op":"add","path":"/elements/dismiss-btn","value":{"type":"Button","props":{"label":"Dismiss","variant":"tertiary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/atRiskLearners","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"l1","name":"Marcus Chen","initials":"MC","course":"Fullstack Web Dev","cohort":"Q1 Engineering","daysInactive":12,"avgScore":54,"riskLevel":"High Risk"}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"l2","name":"Sarah Jenkins","initials":"SJ","course":"Data Science Fundamentals","cohort":"Q2 Data Science","daysInactive":9,"avgScore":61,"riskLevel":"High Risk"}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"l3","name":"David Kalu","initials":"DK","course":"Cloud Architecture","cohort":"Q1 Engineering","daysInactive":7,"avgScore":65,"riskLevel":"Medium Risk"}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"l4","name":"Elena Rostova","initials":"ER","course":"UX/UI Product Design","cohort":"UX Bootcamp","daysInactive":10,"avgScore":58,"riskLevel":"High Risk"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..62413386e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"dashboard-container"}
+{"op":"add","path":"/elements/dashboard-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","callout-section","kpi-grid","charts-row-1","charts-row-2","campaigns-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-titles","header-controls"]}}
+{"op":"add","path":"/elements/header-titles","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-heading","header-subtitle"]}}
+{"op":"add","path":"/elements/header-heading","value":{"type":"Heading","props":{"level":"h2","text":"Marketing Performance Dashboard"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Weekly overview of digital marketing performance, campaigns, and traffic metrics."}}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["date-range-control","export-button"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Date Range","input":"date-range-select"}}}
+{"op":"add","path":"/elements/date-range-select","value":{"type":"Select","props":{"name":"dateRange","value":{"$bindState":"/dateRange"},"items":["opt-7d","opt-30d","opt-90d","opt-ytd"]}}}
+{"op":"add","path":"/elements/opt-7d","value":{"type":"SelectItem","props":{"label":"Last 7 Days","value":"7d"}}}
+{"op":"add","path":"/elements/opt-30d","value":{"type":"SelectItem","props":{"label":"Last 30 Days","value":"30d"}}}
+{"op":"add","path":"/elements/opt-90d","value":{"type":"SelectItem","props":{"label":"Last 90 Days","value":"90d"}}}
+{"op":"add","path":"/elements/opt-ytd","value":{"type":"SelectItem","props":{"label":"Year to Date","value":"ytd"}}}
+{"op":"add","path":"/elements/export-button","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Report","triggerVariant":"outline","title":"Export Marketing Report","description":"Select your preferred format to download the weekly performance summary.","content":["export-format-control","export-confirm-btn"]}}}
+{"op":"add","path":"/elements/export-format-control","value":{"type":"FormControl","props":{"label":"File Format","input":"export-format-radio"}}}
+{"op":"add","path":"/elements/export-format-radio","value":{"type":"RadioGroup","props":{"name":"exportFormat","defaultValue":"pdf","items":["fmt-pdf","fmt-csv","fmt-xlsx"]}}}
+{"op":"add","path":"/elements/fmt-pdf","value":{"type":"RadioItem","props":{"label":"PDF Document","description":"Formatted visual report with charts","value":"pdf"}}}
+{"op":"add","path":"/elements/fmt-csv","value":{"type":"RadioItem","props":{"label":"CSV Data","description":"Raw numbers for custom analysis","value":"csv"}}}
+{"op":"add","path":"/elements/fmt-xlsx","value":{"type":"RadioItem","props":{"label":"Excel Workbook","description":"Structured data tables with formulas","value":"xlsx"}}}
+{"op":"add","path":"/elements/export-confirm-btn","value":{"type":"Button","props":{"label":"Download Now","variant":"primary"}}}
+{"op":"add","path":"/state/dateRange","value":"30d"}
+{"op":"add","path":"/elements/callout-section","value":{"type":"Callout","props":{"variant":"success","title":"Top Performing Campaign: Summer Promo Q3","description":"Generated $42,500 in revenue with a 4.8% conversion rate and 3.2x ROAS, outperforming all other active campaigns this month."}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["kpi-visitors","kpi-conversion","kpi-subscribers"]}}
+{"op":"add","path":"/elements/kpi-visitors","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-visitors-title","kpi-visitors-val","kpi-visitors-badge"]}}
+{"op":"add","path":"/elements/kpi-visitors-title","value":{"type":"TextContent","props":{"size":"small","text":"Site Visitors (30d)"}}}
+{"op":"add","path":"/elements/kpi-visitors-val","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/metrics/totalVisitors"}}}}
+{"op":"add","path":"/elements/kpi-visitors-badge","value":{"type":"Badge","props":{"text":"+14.2% vs prev period","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-conv-title","kpi-conv-val","kpi-conv-badge"]}}
+{"op":"add","path":"/elements/kpi-conv-title","value":{"type":"TextContent","props":{"size":"small","text":"Avg Conversion Rate"}}}
+{"op":"add","path":"/elements/kpi-conv-val","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/metrics/conversionRate"}}}}
+{"op":"add","path":"/elements/kpi-conv-badge","value":{"type":"Badge","props":{"text":"+0.6% vs target","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-subscribers","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-sub-title","kpi-sub-val","kpi-sub-badge"]}}
+{"op":"add","path":"/elements/kpi-sub-title","value":{"type":"TextContent","props":{"size":"small","text":"Subscriber Growth (This Month)"}}}
+{"op":"add","path":"/elements/kpi-sub-val","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/metrics/subscriberGrowth"}}}}
+{"op":"add","path":"/elements/kpi-sub-badge","value":{"type":"Badge","props":{"text":"+2,840 net new","variant":"default"}}}
+{"op":"add","path":"/state/metrics","value":{"totalVisitors":"128,450","conversionRate":"3.42%","subscriberGrowth":"+18.5%"}}
+{"op":"add","path":"/elements/charts-row-1","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["visitors-chart-card","traffic-sources-card"]}}
+{"op":"add","path":"/elements/visitors-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["visitors-chart-header","visitors-line-chart"]}}
+{"op":"add","path":"/elements/visitors-chart-header","value":{"type":"CardHeader","props":{"title":"Site Visitors Trend","subtitle":"Daily unique visitors over the last 30 days"}}}
+{"op":"add","path":"/elements/visitors-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/charts/visitors/labels"},"series":["series-visitors"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/series-visitors","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/charts/visitors/values"}}}}
+{"op":"add","path":"/state/charts","value":{"visitors":{"labels":["Week 1","Week 2","Week 3","Week 4"],"values":[28400,31200,33800,35050]},"traffic":{"labels":["Organic Search","Paid Search","Social Media","Direct","Email"],"values":[42,25,18,10,5]},"subscriberWeeks":["W1","W2","W3","W4"],"subscriberValues":[540,710,820,770]}}
+{"op":"add","path":"/elements/traffic-sources-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["traffic-chart-header","traffic-pie-chart"]}}
+{"op":"add","path":"/elements/traffic-chart-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Percentage share of total traffic"}}}
+{"op":"add","path":"/elements/traffic-pie-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/charts/traffic/labels"},"values":{"$state":"/charts/traffic/values"},"variant":"donut"}}}
+{"op":"add","path":"/elements/charts-row-2","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["subscribers-chart-card","subscribers-goal-card"]}}
+{"op":"add","path":"/elements/subscribers-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["subscribers-chart-header","subscribers-bar-chart"]}}
+{"op":"add","path":"/elements/subscribers-chart-header","value":{"type":"CardHeader","props":{"title":"Weekly Subscriber Additions","subtitle":"New email signups per week this month"}}}
+{"op":"add","path":"/elements/subscribers-bar-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/charts/subscriberWeeks"},"series":["series-subscribers"],"xLabel":"Week","yLabel":"Signups"}}}
+{"op":"add","path":"/elements/series-subscribers","value":{"type":"Series","props":{"category":"Signups","values":{"$state":"/charts/subscriberValues"}}}}
+{"op":"add","path":"/elements/subscribers-goal-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["subscribers-goal-header","subscribers-progress","subscribers-progress-details"]}}
+{"op":"add","path":"/elements/subscribers-goal-header","value":{"type":"CardHeader","props":{"title":"Monthly Subscriber Goal","subtitle":"Target: 3,000 new subscribers"}}}
+{"op":"add","path":"/elements/subscribers-progress","value":{"type":"Progress","props":{"value":94.6,"label":"2,840 / 3,000 subscribers"}}}
+{"op":"add","path":"/elements/subscribers-progress-details","value":{"type":"TextContent","props":{"size":"small","text":"You are on track to exceed this month's email subscriber target by approximately 5%."}}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["campaigns-header","campaigns-table"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns & Spend","subtitle":"Active marketing initiatives, budget allocation, and current ROI"}}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["col-campaign","col-status","col-spend","col-conv","col-roas"]}}}
+{"op":"add","path":"/elements/col-campaign","value":{"type":"Col","props":{"label":"Campaign Name","type":"string","data":{"$state":"/campaigns/names"}}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":{"$state":"/campaigns/statuses"}}}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Spend to Date","type":"string","data":{"$state":"/campaigns/spends"}}}}
+{"op":"add","path":"/elements/col-conv","value":{"type":"Col","props":{"label":"Conv. Rate","type":"string","data":{"$state":"/campaigns/conversions"}}}}
+{"op":"add","path":"/elements/col-roas","value":{"type":"Col","props":{"label":"ROAS","type":"string","data":{"$state":"/campaigns/roas"}}}}
+{"op":"add","path":"/state/campaigns","value":{"names":["Summer Promo Q3 ⭐ (Best)","Retargeting - Cart Abandoners","Google Search - Brand Keywords","LinkedIn B2B Lead Gen"],"statuses":["Active","Active","Active","Active"],"spends":["$12,400","$4,200","$8,100","$6,500"],"conversions":["4.8%","3.9%","2.7%","1.8%"],"roas":["3.2x","2.8x","2.1x","1.4x"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..79a8b7d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","filter-card","kpi-grid","charts-row","campaigns-card","callout-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["title-block","export-button"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h1","text":"Marketing Performance Dashboard"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Weekly executive summary & performance metrics."}}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export Report (PDF)","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportNotice","value":true}}}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["filter-row","export-callout"]}}
+{"op":"add","path":"/elements/export-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report Exported","description":"The weekly marketing summary PDF has been generated and sent to your downloads."},"visible":{"$state":"/exportNotice"}}}
+{"op":"add","path":"/state/exportNotice","value":false}
+{"op":"add","path":"/elements/filter-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","variant":"clear"},"children":["date-picker-control","status-badge"]}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"FormControl","props":{"label":"Select Date Range","hint":"Filter stats by custom period","input":"date-range-input"}}}
+{"op":"add","path":"/elements/date-range-input","value":{"type":"Select","props":{"name":"dateRange","value":{"$bindState":"/selectedDateRange"},"items":["range-30","range-14","range-7","range-90"]}}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"label":"Last 30 Days","value":"30d"}}}
+{"op":"add","path":"/elements/range-14","value":{"type":"SelectItem","props":{"label":"Last 14 Days","value":"14d"}}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"label":"Last 7 Days","value":"7d"}}}
+{"op":"add","path":"/elements/range-90","value":{"type":"SelectItem","props":{"label":"Last 90 Days","value":"90d"}}}
+{"op":"add","path":"/state/selectedDateRange","value":"30d"}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":"Live Sync: Active","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-card-1","kpi-card-2","kpi-card-3"]}}
+{"op":"add","path":"/elements/kpi-card-1","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-label-1","kpi-val-1","kpi-sub-1"]}}
+{"op":"add","path":"/elements/kpi-label-1","value":{"type":"TextContent","props":{"size":"small","text":"Total Site Visitors (30d)"}}}
+{"op":"add","path":"/elements/kpi-val-1","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"${/kpi/visitors}"}}}}
+{"op":"add","path":"/elements/kpi-sub-1","value":{"type":"Badge","props":{"text":"+14.2% vs previous period","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-card-2","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-label-2","kpi-val-2","kpi-sub-2"]}}
+{"op":"add","path":"/elements/kpi-label-2","value":{"type":"TextContent","props":{"size":"small","text":"Avg. Conversion Rate"}}}
+{"op":"add","path":"/elements/kpi-val-2","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"${/kpi/conversionRate}"}}}}
+{"op":"add","path":"/elements/kpi-sub-2","value":{"type":"Badge","props":{"text":"+0.8% target benchmark","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-card-3","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-label-3","kpi-val-3","kpi-sub-3"]}}
+{"op":"add","path":"/elements/kpi-label-3","value":{"type":"TextContent","props":{"size":"small","text":"Subscribers Added This Month"}}}
+{"op":"add","path":"/elements/kpi-val-3","value":{"type":"Heading","props":{"level":"h2","text":{"$template":"+${/kpi/subscribersGrowth}"}}}}
+{"op":"add","path":"/elements/kpi-sub-3","value":{"type":"Progress","props":{"value":78,"label":"78% of monthly goal (5,000)"}}}
+{"op":"add","path":"/state/kpi","value":{"visitors":"128,450","conversionRate":"3.64%","subscribersGrowth":"3,890"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["visitors-chart-card","sources-chart-card"]}}
+{"op":"add","path":"/elements/visitors-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["visitors-header","visitors-line-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site Visitors Trend","subtitle":"Daily sessions over the last 30 days"}}}
+{"op":"add","path":"/elements/visitors-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/visitorTrend/labels"},"series":["visitor-series"],"xLabel":"Days","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/visitor-series","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitorTrend/values"}}}}
+{"op":"add","path":"/state/visitorTrend","value":{"labels":["Day 1","Day 5","Day 10","Day 15","Day 20","Day 25","Day 30"],"values":[3200,3800,3500,4200,4800,4100,5300]}}
+{"op":"add","path":"/elements/sources-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["sources-header","sources-pie-chart"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total acquisition channels"}}}
+{"op":"add","path":"/elements/sources-pie-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":{"$state":"/trafficSources/labels"},"values":{"$state":"/trafficSources/values"}}}}
+{"op":"add","path":"/state/trafficSources","value":{"labels":["Organic Search","Paid Ads","Social Media","Direct Traffic","Email Referral"],"values":[40,25,18,12,5]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["campaigns-header","campaigns-table"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Active marketing initiatives and monthly spend allocation"}}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["col-campaign","col-status","col-spend","col-roas"]}}}
+{"op":"add","path":"/elements/col-campaign","value":{"type":"Col","props":{"label":"Campaign Name","type":"string","data":{"$state":"/campaigns/names"}}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":{"$state":"/campaigns/statuses"}}}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Monthly Spend","type":"string","data":{"$state":"/campaigns/spends"}}}}
+{"op":"add","path":"/elements/col-roas","value":{"type":"Col","props":{"label":"ROAS","type":"string","data":{"$state":"/campaigns/roas"}}}}
+{"op":"add","path":"/state/campaigns","value":{"names":["Q3 Brand Awareness","PPC Search - Core Terms","Retargeting Display","Influencer Outreach","Newsletter Lead Magnet"],"statuses":["Active","Active","Active","Active","Paused"],"spends":["$14,500","$22,000","$8,200","$12,000","$3,500"],"roas":["3.8x","5.2x","2.9x","4.1x","1.8x"]}}
+{"op":"add","path":"/elements/callout-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["best-campaign-callout"]}}
+{"op":"add","path":"/elements/best-campaign-callout","value":{"type":"Callout","props":{"variant":"success","title":"⭐ Top Performing Campaign Callout: PPC Search - Core Terms","description":"PPC Search - Core Terms generated $114,400 in revenue with a 5.2x ROAS and a 4.8% conversion rate this month, leading all active channels."}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..47ccc0c73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","callout-top","kpi-grid","charts-row","tables-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["title-heading","title-sub"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"level":"h2","text":"Marketing Manager Dashboard"}}}
+{"op":"add","path":"/elements/title-sub","value":{"type":"TextContent","props":{"size":"small","text":"Weekly performance overview and campaign analytics"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["date-picker","export-dialog"]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"mode":"range","name":"dateRange","value":{"$bindState":"/dateRange"}}}}
+{"op":"add","path":"/state/dateRange","value":["2023-10-01","2023-10-30"]}
+{"op":"add","path":"/elements/export-dialog","value":{"type":"AlertDialogBlock","props":{"cancelLabel":"Cancel","confirmLabel":"Download Report","description":"This will export all metrics, traffic breakdown, and campaign analytics for the selected date range as a CSV report.","triggerLabel":"Export Report","triggerVariant":"outline"}}}
+{"op":"add","path":"/elements/callout-top","value":{"type":"Alert","props":{"description":"Q4 Search Campaign generated 420 conversions this month with a ROAS of 4.2x, making it your highest performing channel.","title":"Best Performing Campaign: Q4 Search Campaign","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["kpi-visitors","kpi-conversion","kpi-subscribers"]}}
+{"op":"add","path":"/elements/kpi-visitors","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-vis-title","kpi-vis-val","kpi-vis-badge"]}}
+{"op":"add","path":"/elements/kpi-vis-title","value":{"type":"TextContent","props":{"size":"small","text":"Site Visitors (30d)"},"children":[]}}
+{"op":"add","path":"/elements/kpi-vis-val","value":{"type":"Heading","props":{"level":"h3","text":"124,500"}}}
+{"op":"add","path":"/elements/kpi-vis-badge","value":{"type":"Badge","props":{"text":"+14.2% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-conv-title","kpi-conv-val","kpi-conv-badge"]}}
+{"op":"add","path":"/elements/kpi-conv-title","value":{"type":"TextContent","props":{"size":"small","text":"Conversion Rate"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv-val","value":{"type":"Heading","props":{"level":"h3","text":"3.85%"}}}
+{"op":"add","path":"/elements/kpi-conv-badge","value":{"type":"Badge","props":{"text":"+0.4% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-subscribers","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-sub-title","kpi-sub-val","kpi-sub-badge"]}}
+{"op":"add","path":"/elements/kpi-sub-title","value":{"type":"TextContent","props":{"size":"small","text":"Email Subscriber Growth"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sub-val","value":{"type":"Heading","props":{"level":"h3","text":"+3,420"}}}
+{"op":"add","path":"/elements/kpi-sub-badge","value":{"type":"Badge","props":{"text":"Target: 3,000 / mo","variant":"secondary"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["visitors-chart-card","sources-chart-card"]}}
+{"op":"add","path":"/elements/visitors-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["visitors-chart-header","visitors-line-chart"]}}
+{"op":"add","path":"/elements/visitors-chart-header","value":{"type":"CardHeader","props":{"subtitle":"Daily traffic over the last 30 days","title":"Site Visitors Trend"}}}
+{"op":"add","path":"/elements/visitors-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/visitorDates"},"series":["visitors-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitorCounts"}}}}
+{"op":"add","path":"/state/visitorDates","value":["Oct 1","Oct 5","Oct 10","Oct 15","Oct 20","Oct 25","Oct 30"]}
+{"op":"add","path":"/state/visitorCounts","value":[3200,3800,3500,4200,4100,4900,5300]}
+{"op":"add","path":"/elements/sources-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["sources-chart-header","sources-pie-chart"]}}
+{"op":"add","path":"/elements/sources-chart-header","value":{"type":"CardHeader","props":{"subtitle":"Traffic distribution by source (%)","title":"Top 5 Traffic Sources"}}}
+{"op":"add","path":"/elements/sources-pie-chart","value":{"type":"PieChart","props":{"appearance":"circular","labels":{"$state":"/trafficSources/labels"},"values":{"$state":"/trafficSources/values"},"variant":"donut"}}}
+{"op":"add","path":"/state/trafficSources","value":{"labels":["Organic Search","Direct","Paid Social","Email Campaigns","Referral"],"values":[40,25,18,12,5]}}
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["campaigns-header","campaigns-table"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"subtitle":"Current active marketing campaigns, spend, and conversion status","title":"Running Campaigns & Spend"}}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["col-name","col-status","col-spend","col-conversions","col-roas"]}}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"data":{"$state":"/campaigns/names"},"label":"Campaign Name","type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"data":{"$state":"/campaigns/statuses"},"label":"Status","type":"string"}}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"data":{"$state":"/campaigns/spends"},"label":"Spend ($)","type":"number"}}}
+{"op":"add","path":"/elements/col-conversions","value":{"type":"Col","props":{"data":{"$state":"/campaigns/conversions"},"label":"Conversions","type":"number"}}}
+{"op":"add","path":"/elements/col-roas","value":{"type":"Col","props":{"data":{"$state":"/campaigns/roas"},"label":"ROAS","type":"string"}}}
+{"op":"add","path":"/state/campaigns","value":{"conversions":[420,210,185,95],"names":["Q4 Search Campaign (Best)","Social Retargeting B","Fall Email Newsletter","Influencer Outreach"],"roas":["4.2x","2.8x","3.5x","1.9x"],"spends":[12500,8400,3200,5000],"statuses":["Active","Active","Active","Paused"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..badceebaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,96 @@
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["header-card","filter-card","kpi-grid","chart-row","campaigns-row","export-bar"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-stack","export-dialog"]}}
+{"op":"add","path":"/elements/title-stack","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["main-title","main-subtitle"]}}
+{"op":"add","path":"/elements/main-title","value":{"type":"Heading","props":{"level":"h1","text":"Marketing Weekly Overview"}}}
+{"op":"add","path":"/elements/main-subtitle","value":{"type":"TextContent","props":{"text":"Performance metrics, traffic distribution, and active ad campaign tracking.","size":"small"}}}
+{"op":"add","path":"/elements/export-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Report","triggerVariant":"primary","title":"Export Weekly Marketing Report","description":"Select your preferred format and data range for export.","content":["export-form"]}}}
+{"op":"add","path":"/elements/export-form","value":{"type":"Form","props":{"name":"exportForm","buttons":"export-buttons","fields":["export-format-control","export-scope-control"]}}}
+{"op":"add","path":"/elements/export-format-control","value":{"type":"FormControl","props":{"label":"Export Format","input":"export-format-select"}}}
+{"op":"add","path":"/elements/export-format-select","value":{"type":"Select","props":{"name":"exportFormat","value":{"$bindState":"/export/format"},"items":["opt-pdf","opt-csv","opt-xlsx"]}}}
+{"op":"add","path":"/elements/opt-pdf","value":{"type":"SelectItem","props":{"label":"PDF Summary Report","value":"pdf"}}}
+{"op":"add","path":"/elements/opt-csv","value":{"type":"SelectItem","props":{"label":"CSV Raw Data","value":"csv"}}}
+{"op":"add","path":"/elements/opt-xlsx","value":{"type":"SelectItem","props":{"label":"Excel Spreadsheet","value":"xlsx"}}}
+{"op":"add","path":"/state/export","value":{"format":"pdf","scope":"all"}}
+{"op":"add","path":"/elements/export-scope-control","value":{"type":"FormControl","props":{"label":"Data Scope","input":"export-scope-radio"}}}
+{"op":"add","path":"/elements/export-scope-radio","value":{"type":"RadioGroup","props":{"name":"exportScope","value":{"$bindState":"/export/scope"},"items":["scope-all","scope-campaigns"]}}}
+{"op":"add","path":"/elements/scope-all","value":{"type":"RadioItem","props":{"label":"Full Executive Summary","description":"Includes traffic, conversions, top sources, and campaigns","value":"all"}}}
+{"op":"add","path":"/elements/scope-campaigns","value":{"type":"RadioItem","props":{"label":"Campaign Performance Only","description":"Detailed spend and conversion breakdown per campaign","value":"campaigns"}}}
+{"op":"add","path":"/elements/export-buttons","value":{"type":"Buttons","props":{"buttons":["confirm-export-btn"]}}}
+{"op":"add","path":"/elements/confirm-export-btn","value":{"type":"Button","props":{"label":"Download Report","variant":"primary"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["date-range-group","date-callout"]}}
+{"op":"add","path":"/elements/date-range-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["date-range-label","date-range-select"]}}
+{"op":"add","path":"/elements/date-range-label","value":{"type":"Label","props":{"text":"Date Range:"}}}
+{"op":"add","path":"/elements/date-range-select","value":{"type":"Select","props":{"name":"dateRange","value":{"$bindState":"/selectedRange"},"items":["range-30","range-7","range-90","range-mtd"]}}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"label":"Last 30 Days","value":"30d"}}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"label":"Last 7 Days","value":"7d"}}}
+{"op":"add","path":"/elements/range-90","value":{"type":"SelectItem","props":{"label":"Last 90 Days","value":"90d"}}}
+{"op":"add","path":"/elements/range-mtd","value":{"type":"SelectItem","props":{"label":"Month to Date","value":"mtd"}}}
+{"op":"add","path":"/state/selectedRange","value":"30d"}
+{"op":"add","path":"/elements/date-callout","value":{"type":"Tag","props":{"text":{"$template":"Active View: ${/selectedRange}"},"variant":"info"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-card-1","kpi-card-2","kpi-card-3","kpi-card-4"]}}
+{"op":"add","path":"/elements/kpi-card-1","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-label-1","kpi-val-1","kpi-badge-1"]}}
+{"op":"add","path":"/elements/kpi-label-1","value":{"type":"TextContent","props":{"text":"Site Visitors (30d)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-val-1","value":{"type":"Heading","props":{"level":"h2","text":"128,450"}}}
+{"op":"add","path":"/elements/kpi-badge-1","value":{"type":"Tag","props":{"text":"+14.2% vs prev 30d","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-card-2","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-label-2","kpi-val-2","kpi-badge-2"]}}
+{"op":"add","path":"/elements/kpi-label-2","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-val-2","value":{"type":"Heading","props":{"level":"h2","text":"3.84%"}}}
+{"op":"add","path":"/elements/kpi-badge-2","value":{"type":"Tag","props":{"text":"+0.4% target met","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-card-3","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-label-3","kpi-val-3","kpi-badge-3"]}}
+{"op":"add","path":"/elements/kpi-label-3","value":{"type":"TextContent","props":{"text":"Subscriber Growth (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-val-3","value":{"type":"Heading","props":{"level":"h2","text":"+4,210"}}}
+{"op":"add","path":"/elements/kpi-badge-3","value":{"type":"Tag","props":{"text":"84% of monthly goal","variant":"info"}}}
+{"op":"add","path":"/elements/kpi-card-4","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-label-4","kpi-val-4","kpi-badge-4"]}}
+{"op":"add","path":"/elements/kpi-label-4","value":{"type":"TextContent","props":{"text":"Total Active Ad Spend","size":"small"}}}
+{"op":"add","path":"/elements/kpi-val-4","value":{"type":"Heading","props":{"level":"h2","text":"$42,800"}}}
+{"op":"add","path":"/elements/kpi-badge-4","value":{"type":"Tag","props":{"text":"Across 5 campaigns","variant":"neutral"}}}
+{"op":"add","path":"/elements/chart-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["traffic-chart-card","sources-chart-card"]}}
+{"op":"add","path":"/elements/traffic-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["traffic-chart-header","visitors-line-chart"]}}
+{"op":"add","path":"/elements/traffic-chart-header","value":{"type":"CardHeader","props":{"title":"Site Visitors Trend","subtitle":"Daily unique visitors over the past 30 days"}}}
+{"op":"add","path":"/elements/visitors-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/visitorsTrend/dates"},"series":["series-visitors"],"xLabel":"Date","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/series-visitors","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitorsTrend/counts"}}}}
+{"op":"add","path":"/state/visitorsTrend","value":{"dates":[],"counts":[]}}
+{"op":"add","path":"/state/visitorsTrend/dates","value":["Week 1","Week 2","Week 3","Week 4"]}
+{"op":"add","path":"/state/visitorsTrend/counts","value":[28400,31200,34100,34750]}
+{"op":"add","path":"/elements/sources-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["sources-chart-header","sources-pie-chart","sources-table"]}}
+{"op":"add","path":"/elements/sources-chart-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Distribution of visitors by channel share"}}}
+{"op":"add","path":"/elements/sources-pie-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/sources/names"},"values":{"$state":"/sources/shares"},"variant":"donut"}}}
+{"op":"add","path":"/elements/sources-table","value":{"type":"Table","props":{"columns":["col-source","col-share","col-visitors"]}}}
+{"op":"add","path":"/elements/col-source","value":{"type":"Col","props":{"label":"Source","data":{"$state":"/sources/names"},"type":"string"}}}
+{"op":"add","path":"/elements/col-share","value":{"type":"Col","props":{"label":"Share","data":{"$state":"/sources/shareLabels"},"type":"string"}}}
+{"op":"add","path":"/elements/col-visitors","value":{"type":"Col","props":{"label":"Visitors","data":{"$state":"/sources/visitorCounts"},"type":"number"}}}
+{"op":"add","path":"/state/sources","value":{"names":["Organic Search","Paid Search","Social Media","Direct Traffic","Email Referral"],"shares":[38,26,18,12,6],"shareLabels":["38%","26%","18%","12%","6%"],"visitorCounts":[48811,33397,23121,15414,7707]}}
+{"op":"add","path":"/elements/campaigns-row","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["best-performer-alert","campaigns-card"]}}
+{"op":"add","path":"/elements/best-performer-alert","value":{"type":"Alert","props":{"title":"Top Performing Campaign Callout: Q3 Product Launch (Paid Search)","description":"Highest ROI at 4.8x multiplier | Generated $68,400 revenue on $14,200 spend with a 5.2% conversion rate.","variant":"success"}}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["campaigns-header","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns & Spend","subtitle":"Active ad campaigns, current budget allocation, and lead generation"}}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-item-card"]}}
+{"op":"add","path":"/elements/campaign-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["campaign-info","campaign-stats"]}}
+{"op":"add","path":"/elements/campaign-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["campaign-title-row","campaign-channel"]}}
+{"op":"add","path":"/elements/campaign-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["campaign-title","campaign-best-tag"]}}
+{"op":"add","path":"/elements/campaign-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/campaign-best-tag","value":{"type":"Tag","props":{"text":"Best Performer","variant":"success"},"visible":{"$item":"isBest"}}}
+{"op":"add","path":"/elements/campaign-channel","value":{"type":"TextContent","props":{"text":{"$template":"Channel: ${channel} | Status: ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/campaign-stats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center"},"children":["campaign-spend","campaign-conv","campaign-leads"]}}
+{"op":"add","path":"/elements/campaign-spend","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"end"},"children":["spend-label","spend-value"]}}
+{"op":"add","path":"/elements/spend-label","value":{"type":"TextContent","props":{"text":"Spend","size":"small"}}}
+{"op":"add","path":"/elements/spend-value","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"spend"}}}}
+{"op":"add","path":"/elements/campaign-conv","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"end"},"children":["conv-label","conv-value"]}}
+{"op":"add","path":"/elements/conv-label","value":{"type":"TextContent","props":{"text":"Conv. Rate","size":"small"}}}
+{"op":"add","path":"/elements/conv-value","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"convRate"}}}}
+{"op":"add","path":"/elements/campaign-leads","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"end"},"children":["leads-label","leads-value"]}}
+{"op":"add","path":"/elements/leads-label","value":{"type":"TextContent","props":{"text":"Conversions","size":"small"}}}
+{"op":"add","path":"/elements/leads-value","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"conversions"}}}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Q3 Product Launch","channel":"Google Ads (Search)","spend":"$14,200","convRate":"5.2%","conversions":"738","status":"Active","isBest":true}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Retargeting - Cart Abandoners","channel":"Meta Ads","spend":"$9,500","convRate":"4.1%","conversions":"389","status":"Active","isBest":false}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Brand Awareness Video","channel":"YouTube / Display","spend":"$8,100","convRate":"1.8%","conversions":"145","status":"Active","isBest":false}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"B2B Executive Guide Promo","channel":"LinkedIn Sponsored","spend":"$6,400","convRate":"3.4%","conversions":"217","status":"Active","isBest":false}}
+{"op":"add","path":"/state/campaigns/4","value":{"id":"c5","name":"Newsletter Subscriber Push","channel":"Newsletter Sponsorships","spend":"$4,600","convRate":"4.5%","conversions":"207","status":"Active","isBest":false}}
+{"op":"add","path":"/elements/export-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["subscriber-summary","sub-progress-box"]}}
+{"op":"add","path":"/elements/subscriber-summary","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["sub-title","sub-detail"]}}
+{"op":"add","path":"/elements/sub-title","value":{"type":"TextContent","props":{"text":"Email Newsletter Growth Tracker","size":"large-heavy"}}}
+{"op":"add","path":"/elements/sub-detail","value":{"type":"TextContent","props":{"text":"Monthly Target: 5,000 new subscribers | Current: 4,210 (+84.2%)","size":"small"}}}
+{"op":"add","path":"/elements/sub-progress-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["sub-progress-bar"]}}
+{"op":"add","path":"/elements/sub-progress-bar","value":{"type":"Progress","props":{"value":84,"label":"84% of monthly goal reached"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..25639c3c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","analytics-row","orders-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Real-time order fulfillment, metrics, and volume tracking"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Live Operations","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-orders-title","kpi-orders-val"]}}
+{"op":"add","path":"/elements/kpi-orders-title","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-orders-val","value":{"type":"Heading","props":{"text":"142","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-revenue-title","kpi-revenue-val"]}}
+{"op":"add","path":"/elements/kpi-revenue-title","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-revenue-val","value":{"type":"Heading","props":{"text":"$12,480.50","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-aov-title","kpi-aov-val"]}}
+{"op":"add","path":"/elements/kpi-aov-title","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/kpi-aov-val","value":{"type":"Heading","props":{"text":"$87.89","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-refund-title","kpi-refund-val"]}}
+{"op":"add","path":"/elements/kpi-refund-title","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-refund-val","value":{"type":"Heading","props":{"text":"1.8%","level":"h2"}}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["analytics-title","volume-chart"]}}
+{"op":"add","path":"/elements/analytics-title","value":{"type":"Heading","props":{"text":"Order Volume Across Past 4 Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-volume"],"xLabel":"Week","yLabel":"Total Orders"}}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Orders","values":[680,740,810,950]}}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["orders-header","filters-card","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"}}}
+{"op":"add","path":"/elements/filters-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","wrap":true},"children":["search-control","status-control","reset-btn"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Customer","input":"search-input"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Filter by name...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Narrow by Status","input":"status-select"}}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"status","placeholder":"All Statuses","value":{"$bindState":"/statusFilter"},"items":["opt-all","opt-pending","opt-fulfilled","opt-processing"]}}}
+{"op":"add","path":"/state/statusFilter","value":"All"}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"label":"All Statuses","value":"All"}}}
+{"op":"add","path":"/elements/opt-pending","value":{"type":"SelectItem","props":{"label":"Pending","value":"Pending"}}}
+{"op":"add","path":"/elements/opt-fulfilled","value":{"type":"SelectItem","props":{"label":"Fulfilled","value":"Fulfilled"}}}
+{"op":"add","path":"/elements/opt-processing","value":{"type":"SelectItem","props":{"label":"Processing","value":"Processing"}}}
+{"op":"add","path":"/elements/reset-btn","value":{"type":"Button","props":{"label":"Reset Filters","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/searchQuery","value":""}}}}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true},"children":["order-info","order-status","order-actions"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["order-id-cust","order-total-text"]}}
+{"op":"add","path":"/elements/order-id-cust","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${customer}"},"size":"default"}}}
+{"op":"add","path":"/elements/order-total-text","value":{"type":"TextContent","props":{"text":{"$template":"Total: $${total}"},"size":"small"}}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":{"$item":"status"},"eq":"Fulfilled"},"$then":"secondary","$else":"default"}}}}
+{"op":"add","path":"/elements/order-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["fulfill-btn"]}}
+{"op":"add","path":"/elements/fulfill-btn","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"visible":{"$state":{"$item":"status"},"neq":"Fulfilled"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/orders/${$index}/status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-9021","customer":"Sophia Martinez","total":"142.50","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-9022","customer":"Liam Johnson","total":"89.00","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-9023","customer":"Ava Chen","total":"215.10","status":"Pending"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-9024","customer":"Noah Smith","total":"45.00","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-9025","customer":"Emma Davis","total":"310.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-9026","customer":"Jackson Brown","total":"67.25","status":"Fulfilled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..2aa660afd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-grid","analytics-grid","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-block","header-actions"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Real-time store performance, analytics, and order fulfillment"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Badge","props":{"text":"Live • Updating","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-orders-title","kpi-orders-val","kpi-orders-sub"]}}
+{"op":"add","path":"/elements/kpi-orders-title","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-orders-val","value":{"type":"Heading","props":{"text":"142","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-orders-sub","value":{"type":"Tag","props":{"text":"+12% vs yesterday","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-title","kpi-rev-val","kpi-rev-sub"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"Heading","props":{"text":"$12,845.00","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-rev-sub","value":{"type":"Tag","props":{"text":"+8.5% target","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-aov-title","kpi-aov-val","kpi-aov-sub"]}}
+{"op":"add","path":"/elements/kpi-aov-title","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/kpi-aov-val","value":{"type":"Heading","props":{"text":"$90.45","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-aov-sub","value":{"type":"Tag","props":{"text":"-$2.10 vs avg","variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-ref-title","kpi-ref-val","kpi-ref-sub"]}}
+{"op":"add","path":"/elements/kpi-ref-title","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-ref-val","value":{"type":"Heading","props":{"text":"1.8%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-ref-sub","value":{"type":"Tag","props":{"text":"Below 2.5% threshold","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/analytics-grid","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["analytics-header","chart-weekly-volume"]}}
+{"op":"add","path":"/elements/analytics-header","value":{"type":"CardHeader","props":{"title":"Order Volume Across Past 4 Weeks","subtitle":"Weekly trends in total completed orders"}}}
+{"op":"add","path":"/elements/chart-weekly-volume","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4 (Current)"],"series":["series-volume"],"xLabel":"Timeline","yLabel":"Total Orders"}}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Orders","values":[720,840,910,1050]}}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","filter-bar","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent Orders","subtitle":"Manage order processing, search by customer, and mark orders fulfilled"}}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["search-input","status-filter"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by customer name...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/status-filter","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"Filter by Status","value":{"$bindState":"/statusFilter"},"items":["opt-all","opt-pending","opt-fulfilled","opt-processing"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"label":"All Statuses","value":"All"}}}
+{"op":"add","path":"/elements/opt-pending","value":{"type":"SelectItem","props":{"label":"Pending","value":"Pending"}}}
+{"op":"add","path":"/elements/opt-fulfilled","value":{"type":"SelectItem","props":{"label":"Fulfilled","value":"Fulfilled"}}}
+{"op":"add","path":"/elements/opt-processing","value":{"type":"SelectItem","props":{"label":"Processing","value":"Processing"}}}
+{"op":"add","path":"/state/statusFilter","value":"All"}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-item"]}}
+{"op":"add","path":"/elements/order-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["order-details","order-actions"]}}
+{"op":"add","path":"/elements/order-details","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"center"},"children":["order-id","order-customer","order-total","order-status"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"Badge","props":{"text":{"$item":"id"},"variant":"outline"}}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}**"},"size":"default"}}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"default"}}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"success","$else":"warning"}}}}
+{"op":"add","path":"/elements/order-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["fulfill-btn"]}}
+{"op":"add","path":"/elements/fulfill-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"Fulfilled","$else":"Mark Fulfilled"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/orders/${$index}/status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-9481","customer":"Sarah Jenkins","total":"$124.50","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-9482","customer":"Michael Chen","total":"$89.00","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-9483","customer":"Emma Watson","total":"$210.15","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-9484","customer":"David Ross","total":"$45.99","status":"Pending"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-9485","customer":"Elena Rostova","total":"$312.00","status":"Fulfilled"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..5352e9e63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","analytics-row","orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between","gap":"m"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"E-Commerce Operations Desk","level":"h1"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Live Dashboard","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-orders-title","kpi-orders-val","kpi-orders-sub"]}}
+{"op":"add","path":"/elements/kpi-orders-title","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-orders-val","value":{"type":"Heading","props":{"text":"142","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-orders-sub","value":{"type":"Badge","props":{"text":"+12% vs yesterday","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-rev-title","kpi-rev-val","kpi-rev-sub"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"Heading","props":{"text":"$18,450.00","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-rev-sub","value":{"type":"Badge","props":{"text":"Target: $20,000","variant":"outline"}}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-aov-title","kpi-aov-val","kpi-aov-sub"]}}
+{"op":"add","path":"/elements/kpi-aov-title","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/kpi-aov-val","value":{"type":"Heading","props":{"text":"$129.93","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-aov-sub","value":{"type":"Badge","props":{"text":"+$4.20 this week","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ref-title","kpi-ref-val","kpi-ref-sub"]}}
+{"op":"add","path":"/elements/kpi-ref-title","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-ref-val","value":{"type":"Heading","props":{"text":"1.42%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-ref-sub","value":{"type":"Badge","props":{"text":"Healthy (<2.0%)","variant":"ghost"}}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["analytics-title","volume-chart"]}}
+{"op":"add","path":"/elements/analytics-title","value":{"type":"Heading","props":{"text":"Order Volume Across Past Four Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-volume"],"xLabel":"Week","yLabel":"Total Orders"}}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Orders","values":[850,920,1100,1240]}}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","filters-row","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"}}}
+{"op":"add","path":"/elements/filters-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["search-input","status-filter"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by customer name...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/elements/status-filter","value":{"type":"Select","props":{"name":"status","placeholder":"Filter by status","items":["sel-all","sel-pending","sel-processing","sel-fulfilled"],"value":{"$bindState":"/statusFilter"}}}}
+{"op":"add","path":"/elements/sel-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Statuses"}}}
+{"op":"add","path":"/elements/sel-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"}}}
+{"op":"add","path":"/elements/sel-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"}}}
+{"op":"add","path":"/elements/sel-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/statusFilter","value":"All"}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-item"]}}
+{"op":"add","path":"/elements/order-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["order-main-info","order-right-info"]}}
+{"op":"add","path":"/elements/order-main-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id-cust","order-details"]}}
+{"op":"add","path":"/elements/order-id-cust","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${customer}"},"size":"default"}}}
+{"op":"add","path":"/elements/order-details","value":{"type":"TextContent","props":{"text":{"$template":"Total: **${total}**"},"size":"small"}}}
+{"op":"add","path":"/elements/order-right-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["order-status-badge","fulfill-button"]}}
+{"op":"add","path":"/elements/order-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"secondary","$else":"default"}}}}
+{"op":"add","path":"/elements/fulfill-button","value":{"type":"Button","props":{"label":"Mark Fulfilled","size":"small","variant":"primary"},"visible":{"$item":"status","neq":"Fulfilled"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-9021","customer":"Sophia Martinez","total":"$245.00","status":"Processing"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-9022","customer":"Liam Johnson","total":"$89.50","status":"Pending"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-9023","customer":"Emma Watson","total":"$1,120.00","status":"Processing"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-9024","customer":"Noah Brown","total":"$42.10","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-9025","customer":"Olivia Davis","total":"$310.75","status":"Pending"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..48b05fa0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","charts-row","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Real-time order management, revenue analytics, and fulfillment workflow"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-orders-title","kpi-orders-val","kpi-orders-sub"]}}
+{"op":"add","path":"/elements/kpi-orders-title","value":{"type":"TextContent","props":{"text":"Orders Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-orders-val","value":{"type":"TextContent","props":{"text":"142","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-orders-sub","value":{"type":"Badge","props":{"text":"+12% vs yesterday","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-rev-title","kpi-rev-val","kpi-rev-sub"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"TextContent","props":{"text":"$12,850.00","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-rev-sub","value":{"type":"Badge","props":{"text":"Target: $15,000","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-aov-title","kpi-aov-val","kpi-aov-sub"]}}
+{"op":"add","path":"/elements/kpi-aov-title","value":{"type":"TextContent","props":{"text":"Avg Order Value","size":"small"}}}
+{"op":"add","path":"/elements/kpi-aov-val","value":{"type":"TextContent","props":{"text":"$90.49","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-aov-sub","value":{"type":"Badge","props":{"text":"+$4.20 this week","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ref-title","kpi-ref-val","kpi-ref-sub"]}}
+{"op":"add","path":"/elements/kpi-ref-title","value":{"type":"TextContent","props":{"text":"Refund Rate (Month)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-ref-val","value":{"type":"TextContent","props":{"text":"1.8%","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-ref-sub","value":{"type":"Badge","props":{"text":"Healthy (< 2.5%)","variant":"outline"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-title","volume-chart","series-volume"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Order Volume Across Past Four Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-volume"],"xLabel":"Time Period","yLabel":"Total Orders"}}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Orders Completed","values":[620,740,810,950]}}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header-row","filter-bar","orders-list-container"]}}
+{"op":"add","path":"/elements/orders-header-row","value":{"type":"Heading","props":{"text":"Recent Orders & Fulfillment","level":"h3"}}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["search-control","status-filter-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Customer","input":"customer-search-input"}}}
+{"op":"add","path":"/elements/customer-search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by name...","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/status-filter-control","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select-input"}}}
+{"op":"add","path":"/elements/status-select-input","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All Statuses","value":{"$bindState":"/selectedStatus"},"items":["opt-all","opt-pending","opt-processing","opt-fulfilled"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Statuses"}}}
+{"op":"add","path":"/elements/opt-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"}}}
+{"op":"add","path":"/elements/opt-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"}}}
+{"op":"add","path":"/elements/opt-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"}}}
+{"op":"add","path":"/state/selectedStatus","value":"All"}
+{"op":"add","path":"/elements/orders-list-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row-item"]}}
+{"op":"add","path":"/elements/order-row-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"visible":{"$and":[{"$or":[{"$state":"/selectedStatus","eq":"All"},{"$state":"/selectedStatus","not":true},{"$state":"/selectedStatus","eq":{"$item":"status"}}]},{"$or":[{"$state":"/searchQuery","eq":""},{"$state":"/searchQuery","not":true}]}]},"children":["order-info-group","order-status-badge","order-action-btn"]}}
+{"op":"add","path":"/elements/order-info-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id-cust","order-total-text"]}}
+{"op":"add","path":"/elements/order-id-cust","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${customer}"},"size":"default"}}}
+{"op":"add","path":"/elements/order-total-text","value":{"type":"TextContent","props":{"text":{"$template":"Total: ${total}"},"size":"small"}}}
+{"op":"add","path":"/elements/order-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":{"$item":"status"},"eq":"Fulfilled"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/elements/order-action-btn","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"secondary","size":"small"},"visible":{"$state":{"$item":"status"},"neq":"Fulfilled"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-9481","customer":"Sarah Jenkins","total":"$145.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-9482","customer":"Michael Chen","total":"$89.50","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-9483","customer":"Emma Watson","total":"$210.00","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-9484","customer":"David Rodriguez","total":"$64.25","status":"Pending"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-9485","customer":"Lisa Kim","total":"$112.80","status":"Processing"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..0da7b6da2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-bar","kpi-grid","charts-grid","incidents-card","endpoints-card","threshold-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health Dashboard","subtitle":"Real-time telemetry, incidents, and performance metrics for production services"}}}
+{"op":"add","path":"/elements/region-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"**Filter Region:**","size":"default"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-us-east","opt-us-west","opt-eu-west","opt-ap-southeast"],"size":"medium"}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US-East (N. Virginia)"}}}
+{"op":"add","path":"/elements/opt-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US-West (Oregon)"}}}
+{"op":"add","path":"/elements/opt-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west","label":"EU-West (Ireland)"}}}
+{"op":"add","path":"/elements/opt-ap-southeast","value":{"type":"SelectItem","props":{"value":"ap-southeast","label":"AP-Southeast (Singapore)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-uptime","kpi-error-rate","kpi-status"]}}
+{"op":"add","path":"/elements/kpi-uptime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["uptime-title","uptime-val","uptime-desc"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"text":"**Q3 Uptime**","size":"small"}}}
+{"op":"add","path":"/elements/uptime-val","value":{"type":"Heading","props":{"text":"99.98%","level":"h2"}}}
+{"op":"add","path":"/elements/uptime-desc","value":{"type":"Tag","props":{"text":"Target: 99.95% SLA","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-error-rate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["error-title","error-val","error-desc"]}}
+{"op":"add","path":"/elements/error-title","value":{"type":"TextContent","props":{"text":"**Current Error Rate**","size":"small"}}}
+{"op":"add","path":"/elements/error-val","value":{"type":"Heading","props":{"text":"0.04%","level":"h2"}}}
+{"op":"add","path":"/elements/error-desc","value":{"type":"Tag","props":{"text":"+0.01% vs last hour","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-status","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["status-title","status-val","status-desc"]}}
+{"op":"add","path":"/elements/status-title","value":{"type":"TextContent","props":{"text":"**Active On-Call**","size":"small"}}}
+{"op":"add","path":"/elements/status-val","value":{"type":"Heading","props":{"text":"Primary Ops","level":"h2"}}}
+{"op":"add","path":"/elements/status-desc","value":{"type":"Tag","props":{"text":"2 Active Incidents","variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/charts-grid","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["charts-title","cpu-mem-chart"]}}
+{"op":"add","path":"/elements/charts-title","value":{"type":"Heading","props":{"text":"24-Hour Resource Utilization (CPU & Memory %)","level":"h3"}}}
+{"op":"add","path":"/elements/cpu-mem-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["series-cpu","series-mem"],"xLabel":"Time (UTC)","yLabel":"Usage %"}}}
+{"op":"add","path":"/elements/series-cpu","value":{"type":"Series","props":{"category":"CPU Utilization","values":[42,38,55,78,82,64,48]}}}
+{"op":"add","path":"/elements/series-mem","value":{"type":"Series","props":{"category":"Memory Usage","values":[60,61,65,72,75,70,68]}}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["incident-info","ack-button"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title-row","incident-desc"]}}
+{"op":"add","path":"/elements/incident-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["incident-sev-badge","incident-title"]}}
+{"op":"add","path":"/elements/incident-sev-badge","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$state":"/incidents/$index/severity","eq":"CRITICAL"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/incident-desc","value":{"type":"TextContent","props":{"text":{"$item":"details"},"size":"small"}}}
+{"op":"add","path":"/elements/ack-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":{"$cond":{"$item":"acknowledged"},"$then":"secondary","$else":"primary"},"type":{"$cond":{"$item":"acknowledged"},"$then":"normal","$else":"destructive"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/incidents/${$index}/acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-101","severity":"CRITICAL","title":"INC-101: High Database Latency in EU Cluster","details":"p99 latency exceeded 450ms. Affecting checkout flow.","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-102","severity":"HIGH","title":"INC-102: Redis Cache Connection Spikes","details":"Connection pool exhaustion warnings triggered in US-East.","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-title","endpoints-chart"]}}
+{"op":"add","path":"/elements/endpoints-title","value":{"type":"Heading","props":{"text":"Top 5 Slowest Endpoints (p99 Latency)","level":"h3"}}}
+{"op":"add","path":"/elements/endpoints-chart","value":{"type":"HorizontalBarChart","props":{"labels":["POST /api/v2/checkout","GET /api/v1/analytics/report","POST /api/v1/search","GET /api/v2/users/export","POST /api/v1/orders/batch"],"series":["series-latency"],"xLabel":"Endpoint","yLabel":"Latency (ms)"}}}
+{"op":"add","path":"/elements/series-latency","value":{"type":"Series","props":{"category":"p99 Latency (ms)","values":[620,480,390,340,295]}}}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["threshold-title","threshold-form"]}}
+{"op":"add","path":"/elements/threshold-title","value":{"type":"Heading","props":{"text":"Alert Threshold Configuration","level":"h3"}}}
+{"op":"add","path":"/elements/threshold-form","value":{"type":"Form","props":{"name":"threshold-form","buttons":"threshold-buttons","fields":["field-metric","field-threshold","field-window"]}}}
+{"op":"add","path":"/elements/field-metric","value":{"type":"FormControl","props":{"label":"Metric Target","input":"select-metric","hint":"Select metric to monitor"}}}
+{"op":"add","path":"/elements/select-metric","value":{"type":"Select","props":{"name":"targetMetric","value":{"$bindState":"/thresholdConfig/metric"},"items":["m-err","m-cpu","m-lat"],"size":"medium"}}}
+{"op":"add","path":"/elements/m-err","value":{"type":"SelectItem","props":{"value":"error_rate","label":"Error Rate (%)"}}}
+{"op":"add","path":"/elements/m-cpu","value":{"type":"SelectItem","props":{"value":"cpu_usage","label":"CPU Usage (%)"}}}
+{"op":"add","path":"/elements/m-lat","value":{"type":"SelectItem","props":{"value":"latency","label":"p99 Latency (ms)"}}}
+{"op":"add","path":"/elements/field-threshold","value":{"type":"FormControl","props":{"label":"Threshold Value Limit","input":"slider-threshold","hint":"Trigger alert when exceeded"}}}
+{"op":"add","path":"/elements/slider-threshold","value":{"type":"Slider","props":{"name":"thresholdVal","variant":"continuous","min":1,"max":1000,"step":5,"value":{"$bindState":"/thresholdConfig/value"},"label":"Value"}}}
+{"op":"add","path":"/elements/field-window","value":{"type":"FormControl","props":{"label":"Evaluation Window","input":"select-window","hint":"Duration before triggering pager"}}}
+{"op":"add","path":"/elements/select-window","value":{"type":"Select","props":{"name":"evalWindow","value":{"$bindState":"/thresholdConfig/window"},"items":["w-1m","w-5m","w-15m"],"size":"medium"}}}
+{"op":"add","path":"/elements/w-1m","value":{"type":"SelectItem","props":{"value":"1m","label":"1 Minute"}}}
+{"op":"add","path":"/elements/w-5m","value":{"type":"SelectItem","props":{"value":"5m","label":"5 Minutes"}}}
+{"op":"add","path":"/elements/w-15m","value":{"type":"SelectItem","props":{"value":"15m","label":"15 Minutes"}}}
+{"op":"add","path":"/elements/threshold-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-save-threshold"]}}}
+{"op":"add","path":"/elements/btn-save-threshold","value":{"type":"Button","props":{"label":"Update Alert Rule","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdConfig/saved","value":true}}}}}
+{"op":"add","path":"/state/thresholdConfig","value":{"metric":"error_rate","value":[50],"window":"5m","saved":false}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..1bff39375
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r2.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","filter-card","metrics-grid","incidents-card","charts-row","slow-endpoints-card","threshold-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-info","status-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["title-text","subtitle-text"]}}
+{"op":"add","path":"/elements/title-text","value":{"type":"Heading","props":{"level":"h2","text":"On-Call Service Health Dashboard"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"size":"small","text":"Production Infrastructure Monitoring • Real-time Status"}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Tag","props":{"icon":"activity","size":"lg","text":"Degraded State","variant":"warning"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["filter-label","region-select"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Filter Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"items":["opt-all","opt-us-east","opt-us-west","opt-eu-west","opt-ap-south"],"name":"regionSelect","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"label":"All Regions (Global)","value":"all"}}}
+{"op":"add","path":"/elements/opt-us-east","value":{"type":"SelectItem","props":{"label":"US East (N. Virginia)","value":"us-east"}}}
+{"op":"add","path":"/elements/opt-us-west","value":{"type":"SelectItem","props":{"label":"US West (Oregon)","value":"us-west"}}}
+{"op":"add","path":"/elements/opt-eu-west","value":{"type":"SelectItem","props":{"label":"EU West (Ireland)","value":"eu-west"}}}
+{"op":"add","path":"/elements/opt-ap-south","value":{"type":"SelectItem","props":{"label":"AP South (Tokyo)","value":"ap-south"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["uptime-card","error-rate-card","active-incidents-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["uptime-title","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Quarterly Uptime (Q3)"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/uptimeQuarter}%"}}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"label":"SLA Target: 99.90%","value":{"$state":"/metrics/uptimeQuarter"}}}}
+{"op":"add","path":"/elements/error-rate-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["error-title","error-value","error-tag"]}}
+{"op":"add","path":"/elements/error-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Current Error Rate"}}}
+{"op":"add","path":"/elements/error-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/errorRateNow}%"}}}}
+{"op":"add","path":"/elements/error-tag","value":{"type":"Tag","props":{"size":"sm","text":"Above threshold (0.50%)","variant":"danger"}}}
+{"op":"add","path":"/elements/active-incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["incidents-summary-title","incidents-summary-value","incidents-summary-tag"]}}
+{"op":"add","path":"/elements/incidents-summary-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Open Incidents"}}}
+{"op":"add","path":"/elements/incidents-summary-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/metrics/openIncidentsCount} Active"}}}}
+{"op":"add","path":"/elements/incidents-summary-tag","value":{"type":"Tag","props":{"size":"sm","text":"1 Critical • 1 Major","variant":"warning"}}}
+{"op":"add","path":"/state/metrics","value":{"errorRateNow":0.84,"openIncidentsCount":2,"uptimeQuarter":99.94}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"subtitle":"Active unresolved operational events requiring on-call attention","title":"Open Incidents & Acknowledgement"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/incidents"},"children":["incident-item-card"]}}
+{"op":"add","path":"/elements/incident-item-card","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["incident-left","incident-ack-button"]}}
+{"op":"add","path":"/elements/incident-left","value":{"type":"Card","props":{"align":"center","direction":"row","gap":"m","variant":"clear"},"children":["incident-severity-tag","incident-details"]}}
+{"op":"add","path":"/elements/incident-severity-tag","value":{"type":"Tag","props":{"size":"md","text":{"$item":"severity"},"variant":{"$cond":{"$item":"isCritical"},"$else":"warning","$then":"danger"}}}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"size":"default","text":{"$item":"title"}}}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"ID: ${id} • Region: ${region} • Opened: ${timeAgo} • Status: ${status}"}}}}
+{"op":"add","path":"/elements/incident-ack-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$else":"Acknowledge Incident","$then":"Acknowledged ✓"},"size":"small","variant":{"$cond":{"$item":"acknowledged"},"$else":"primary","$then":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/incidents/${$index}/acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"acknowledged":false,"id":"INC-8492","isCritical":true,"region":"us-east","severity":"SEV-1","status":"Investigating","timeAgo":"14m ago","title":"Database Read Replica Latency Spike"}}
+{"op":"add","path":"/state/incidents/1","value":{"acknowledged":false,"id":"INC-8489","isCritical":false,"region":"eu-west","severity":"SEV-2","status":"Identified","timeAgo":"42m ago","title":"Payment Gateway Timeout Rate High"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["charts-header","charts-container"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"CardHeader","props":{"subtitle":"Historical trend for the last 24 hours across primary clusters","title":"CPU & Memory Usage (Past 24 Hours)"}}}
+{"op":"add","path":"/elements/charts-container","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["series-cpu","series-mem"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Usage (%)"}}}
+{"op":"add","path":"/elements/series-cpu","value":{"type":"Series","props":{"category":"CPU Usage (%)","values":[42,38,65,88,74,62,55]}}}
+{"op":"add","path":"/elements/series-mem","value":{"type":"Series","props":{"category":"Memory Usage (%)","values":[60,62,68,75,82,79,71]}}}
+{"op":"add","path":"/elements/slow-endpoints-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["slow-header","slow-table"]}}
+{"op":"add","path":"/elements/slow-header","value":{"type":"CardHeader","props":{"subtitle":"Ranked by p99 response duration over the selected timeframe","title":"Top 5 Slowest Endpoints"}}}
+{"op":"add","path":"/elements/slow-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-method","col-p99","col-p95","col-rpm"]}}}
+{"op":"add","path":"/elements/col-endpoint","value":{"type":"Col","props":{"data":["/api/v2/reports/generate","/api/v1/checkout/process","/api/v2/analytics/query","/api/v1/users/export","/api/v1/search/aggregate"],"label":"Endpoint Path","type":"string"}}}
+{"op":"add","path":"/elements/col-method","value":{"type":"Col","props":{"data":["POST","POST","GET","GET","POST"],"label":"Method","type":"string"}}}
+{"op":"add","path":"/elements/col-p99","value":{"type":"Col","props":{"data":["1,840 ms","1,250 ms","980 ms","840 ms","760 ms"],"label":"p99 Latency","type":"string"}}}
+{"op":"add","path":"/elements/col-p95","value":{"type":"Col","props":{"data":["1,120 ms","810 ms","640 ms","520 ms","490 ms"],"label":"p95 Latency","type":"string"}}}
+{"op":"add","path":"/elements/col-rpm","value":{"type":"Col","props":{"data":["450 rpm","3,200 rpm","1,100 rpm","120 rpm","5,400 rpm"],"label":"Throughput","type":"string"}}}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["threshold-header","threshold-form-card"]}}
+{"op":"add","path":"/elements/threshold-header","value":{"type":"CardHeader","props":{"subtitle":"Configure automatic paging triggers for error rates and latency anomalies","title":"Alert Threshold Settings"}}}
+{"op":"add","path":"/elements/threshold-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["threshold-slider-control","threshold-metric-control","save-threshold-btn","alert-banner"]}}
+{"op":"add","path":"/elements/threshold-slider-control","value":{"type":"FormControl","props":{"hint":"Triggers PagerDuty when error rate stays above this limit for > 2 mins","input":"threshold-slider","label":"Error Rate Alert Threshold (%)"}}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"defaultValue":[0.5],"max":5,"min":0.1,"name":"thresholdSlider","step":0.1,"value":{"$bindState":"/alertThresholdVal"},"variant":"continuous"}}}
+{"op":"add","path":"/state/alertThresholdVal","value":[0.5]}
+{"op":"add","path":"/elements/threshold-metric-control","value":{"type":"FormControl","props":{"hint":"Select metric type to apply threshold updates","input":"threshold-metric-select","label":"Target Metric"}}}
+{"op":"add","path":"/elements/threshold-metric-select","value":{"type":"Select","props":{"items":["metric-opt-error","metric-opt-latency","metric-opt-cpu"],"name":"metricSelect","value":{"$bindState":"/selectedMetric"}},"children":[]}}
+{"op":"add","path":"/elements/metric-opt-error","value":{"type":"SelectItem","props":{"label":"HTTP 5xx Error Rate (%)","value":"error_rate"}}}
+{"op":"add","path":"/elements/metric-opt-latency","value":{"type":"SelectItem","props":{"label":"p99 Latency (ms)","value":"p99_latency"}}}
+{"op":"add","path":"/elements/metric-opt-cpu","value":{"type":"SelectItem","props":{"label":"CPU Utilization (%)","value":"cpu_util"}}}
+{"op":"add","path":"/state/selectedMetric","value":"error_rate"}
+{"op":"add","path":"/elements/save-threshold-btn","value":{"type":"Button","props":{"label":"Update Alert Threshold","size":"medium","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}}}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"description":"Alerting rules updated successfully in PagerDuty and Prometheus configs.","title":"Threshold Updated","variant":"success"},"visible":{"$state":"/thresholdSaved"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..7623dc390
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r3.txt
@@ -0,0 +1,78 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-bar","kpi-grid","chart-section","incidents-section","endpoints-and-alert-grid"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","header-status"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"On-Call Service Health Dashboard","subtitle":"Real-time infrastructure performance & active incidents"}}}
+{"op":"add","path":"/elements/header-status","value":{"type":"Tag","props":{"text":"System Operational (Degraded)","variant":"warning","icon":"alert-triangle","size":"lg"}}}
+{"op":"add","path":"/elements/region-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Filter Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select Region","value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":["opt-all","opt-us-east","opt-us-west","opt-eu-west","opt-ap-southeast"]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-us-east","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"}}}
+{"op":"add","path":"/elements/opt-us-west","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"}}}
+{"op":"add","path":"/elements/opt-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"}}}
+{"op":"add","path":"/elements/opt-ap-southeast","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"AP Southeast (Singapore)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-uptime","kpi-error-rate","kpi-active-incidents","kpi-p99-latency"]}}
+{"op":"add","path":"/elements/kpi-uptime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-uptime-title","kpi-uptime-val","kpi-uptime-progress"]}}
+{"op":"add","path":"/elements/kpi-uptime-title","value":{"type":"Label","props":{"text":"Quarterly Uptime (Q3)"}}}
+{"op":"add","path":"/elements/kpi-uptime-val","value":{"type":"Heading","props":{"text":{"$template":"${/uptime/value}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-uptime-progress","value":{"type":"Progress","props":{"value":99.94,"label":"Target: 99.90%"}}}
+{"op":"add","path":"/state/uptime","value":{"value":"99.94"}}
+{"op":"add","path":"/elements/kpi-error-rate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-error-title","kpi-error-val","kpi-error-status"]}}
+{"op":"add","path":"/elements/kpi-error-title","value":{"type":"Label","props":{"text":"Error Rate (Right Now)"}}}
+{"op":"add","path":"/elements/kpi-error-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/errorRate}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-error-status","value":{"type":"Tag","props":{"text":"Above 0.1% Threshold","variant":"danger","size":"sm"}}}
+{"op":"add","path":"/state/metrics","value":{"errorRate":"0.42","p99":"185ms"}}
+{"op":"add","path":"/elements/kpi-active-incidents","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-incidents-title","kpi-incidents-val","kpi-incidents-status"]}}
+{"op":"add","path":"/elements/kpi-incidents-title","value":{"type":"Label","props":{"text":"Open Incidents"}}}
+{"op":"add","path":"/elements/kpi-incidents-val","value":{"type":"Heading","props":{"text":"3","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-incidents-status","value":{"type":"Tag","props":{"text":"1 Critical, 2 Major","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-p99-latency","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-p99-title","kpi-p99-val","kpi-p99-status"]}}
+{"op":"add","path":"/elements/kpi-p99-title","value":{"type":"Label","props":{"text":"P99 Latency"}}}
+{"op":"add","path":"/elements/kpi-p99-val","value":{"type":"Heading","props":{"text":"185 ms","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-p99-status","value":{"type":"Tag","props":{"text":"Normal Range","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","resource-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"CPU & Memory Usage (Past 24 Hours)","subtitle":"System resource metrics sampled hourly across cluster nodes"}}}
+{"op":"add","path":"/elements/resource-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["series-cpu","series-memory"],"xLabel":"Time","yLabel":"Usage %"}}}
+{"op":"add","path":"/elements/series-cpu","value":{"type":"Series","props":{"category":"CPU Usage (%)","values":[35,28,45,82,78,65,52]}}}
+{"op":"add","path":"/elements/series-memory","value":{"type":"Series","props":{"category":"Memory Usage (%)","values":[60,62,68,75,88,84,79]}}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","ack-callout","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open Incidents","subtitle":"Active issues requiring investigation or acknowledgment"}}}
+{"op":"add","path":"/elements/ack-callout","value":{"type":"Callout","props":{"variant":"info","title":"Ack Protocol","description":"Acknowledging an incident notifies the primary responder team that triage is underway."}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["incident-info","incident-action"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-top-row","incident-desc"]}}
+{"op":"add","path":"/elements/incident-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["incident-title","incident-sev","incident-region"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"isCritical"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/incident-region","value":{"type":"Tag","props":{"text":{"$item":"region"},"size":"sm","variant":"neutral"}}}
+{"op":"add","path":"/elements/incident-desc","value":{"type":"TextContent","props":{"text":{"$item":"summary"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge Incident"},"variant":{"$cond":{"$item":"acknowledged"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/incidents/${$index}/acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-8492","title":"INC-8492: Elevated Database Connection Pool Latency","severity":"SEV-1 Critical","isCritical":true,"summary":"Primary PostgreSQL read replica connection timeout spike causing elevated overall error rates.","region":"us-east-1","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-8489","title":"INC-8489: Redis Cache Memory Pressure","severity":"SEV-2 Major","isCritical":false,"summary":"Redis eviction rate up 400% after deployment v2.14.0.","region":"eu-west-1","acknowledged":true}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-8485","title":"INC-8485: Auth Gateway Rate Limiting Throttling","severity":"SEV-2 Major","isCritical":false,"summary":"Spike in 429 responses on /api/v1/auth/token endpoint during peak load.","region":"us-west-2","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-and-alert-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["slowest-endpoints-card","alert-threshold-card"]}}
+{"op":"add","path":"/elements/slowest-endpoints-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-chart"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Top 5 Slowest Endpoints","subtitle":"Average response latency over the last hour"}}}
+{"op":"add","path":"/elements/endpoints-chart","value":{"type":"HorizontalBarChart","props":{"labels":["POST /api/v1/checkout/process","GET /api/v1/reports/export","POST /api/v1/auth/token","GET /api/v1/users/search","PUT /api/v1/media/upload"],"series":["series-latency"],"xLabel":"Latency (ms)","yLabel":"Endpoint"}}}
+{"op":"add","path":"/elements/series-latency","value":{"type":"Series","props":{"category":"Avg Latency (ms)","values":[840,620,410,380,290]}}}
+{"op":"add","path":"/elements/alert-threshold-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-form"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Configure Alert Thresholds","subtitle":"Set dynamic notification triggers for error rates and latency"}}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alert-config","buttons":"alert-buttons","fields":["field-metric","field-threshold-slider","field-channel"]}}}
+{"op":"add","path":"/elements/field-metric","value":{"type":"FormControl","props":{"label":"Target Metric","input":"select-metric","hint":"Select metric to monitor"}}}
+{"op":"add","path":"/elements/select-metric","value":{"type":"Select","props":{"name":"metricType","value":{"$bindState":"/alertForm/metric"},"size":"medium"},"children":["m-opt-error","m-opt-latency","m-opt-cpu"]}}
+{"op":"add","path":"/elements/m-opt-error","value":{"type":"SelectItem","props":{"value":"error_rate","label":"Error Rate (%)"}}}
+{"op":"add","path":"/elements/m-opt-latency","value":{"type":"SelectItem","props":{"value":"latency_p99","label":"P99 Latency (ms)"}}}
+{"op":"add","path":"/elements/m-opt-cpu","value":{"type":"SelectItem","props":{"value":"cpu_usage","label":"CPU Usage (%)"}}}
+{"op":"add","path":"/elements/field-threshold-slider","value":{"type":"FormControl","props":{"label":"Alert Trigger Threshold","input":"threshold-slider","hint":"Trigger alert when metric exceeds this value"}}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"thresholdValue","variant":"continuous","min":0,"max":100,"step":1,"value":{"$bindState":"/alertForm/threshold"}}}}
+{"op":"add","path":"/elements/field-channel","value":{"type":"FormControl","props":{"label":"Notification Channel","input":"select-channel","hint":"Primary dispatch method"}}}
+{"op":"add","path":"/elements/select-channel","value":{"type":"Select","props":{"name":"channel","value":{"$bindState":"/alertForm/channel"},"size":"medium"},"children":["c-opt-pagerduty","c-opt-slack","c-opt-email"]}}
+{"op":"add","path":"/elements/c-opt-pagerduty","value":{"type":"SelectItem","props":{"value":"pagerduty","label":"PagerDuty (High Priority On-Call)"}}}
+{"op":"add","path":"/elements/c-opt-slack","value":{"type":"SelectItem","props":{"value":"slack","label":"#ops-incidents (Slack)"}}}
+{"op":"add","path":"/elements/c-opt-email","value":{"type":"SelectItem","props":{"value":"email","label":"Engineering On-Call Email List"}}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["btn-save-alert"]}}}
+{"op":"add","path":"/elements/btn-save-alert","value":{"type":"Button","props":{"label":"Save Threshold Rule","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertForm/savedSuccess","value":true}}}}}
+{"op":"add","path":"/elements/alert-success","value":{"type":"Callout","props":{"variant":"success","title":"Threshold Updated","description":"Alert rule has been saved successfully and applied to active monitoring agents."},"visible":{"$state":"/alertForm/savedSuccess"}}}
+{"op":"add","path":"/state/alertForm","value":{"metric":"error_rate","threshold":[15],"channel":"pagerduty","savedSuccess":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..b08b57ec7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b3-server__r4.txt
@@ -0,0 +1,75 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter-bar","kpi-grid","charts-grid","incidents-card","endpoints-card","alert-settings-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","status-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Service Health Dashboard","subtitle":"Real-time infrastructure performance & active incidents"}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Tag","props":{"text":"Degraded Performance","variant":"warning","size":"lg"}}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["region-selector-container","active-region-text"]}}
+{"op":"add","path":"/elements/region-selector-container","value":{"type":"FormControl","props":{"label":"Select Region","input":"region-select"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-us-east","opt-us-west","opt-eu-central","opt-ap-south"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US East (N. Virginia)"}}}
+{"op":"add","path":"/elements/opt-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US West (Oregon)"}}}
+{"op":"add","path":"/elements/opt-eu-central","value":{"type":"SelectItem","props":{"value":"eu-central","label":"EU Central (Frankfurt)"}}}
+{"op":"add","path":"/elements/opt-ap-south","value":{"type":"SelectItem","props":{"value":"ap-south","label":"AP South (Mumbai)"}}}
+{"op":"add","path":"/elements/active-region-text","value":{"type":"TextContent","props":{"text":{"$template":"Showing data for region: **${/selectedRegion}**"},"size":"small"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-uptime","kpi-error-rate","kpi-active-incidents","kpi-p99-latency"]}}
+{"op":"add","path":"/elements/kpi-uptime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-uptime-title","kpi-uptime-val","kpi-uptime-progress"]}}
+{"op":"add","path":"/elements/kpi-uptime-title","value":{"type":"TextContent","props":{"text":"Q3 Uptime","size":"small"}}}
+{"op":"add","path":"/elements/kpi-uptime-val","value":{"type":"Heading","props":{"text":"99.94%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-uptime-progress","value":{"type":"Progress","props":{"value":99.94,"label":"Target: 99.90%"}}}
+{"op":"add","path":"/elements/kpi-error-rate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-error-title","kpi-error-val","kpi-error-status"]}}
+{"op":"add","path":"/elements/kpi-error-title","value":{"type":"TextContent","props":{"text":"Current Error Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-error-val","value":{"type":"Heading","props":{"text":"1.42%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-error-status","value":{"type":"Tag","props":{"text":"Above threshold (1.0%)","variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-active-incidents","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-incidents-title","kpi-incidents-val","kpi-incidents-status"]}}
+{"op":"add","path":"/elements/kpi-incidents-title","value":{"type":"TextContent","props":{"text":"Open Incidents","size":"small"}}}
+{"op":"add","path":"/elements/kpi-incidents-val","value":{"type":"Heading","props":{"text":"3","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-incidents-status","value":{"type":"Tag","props":{"text":"1 Critical, 2 Major","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-p99-latency","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-latency-title","kpi-latency-val","kpi-latency-status"]}}
+{"op":"add","path":"/elements/kpi-latency-title","value":{"type":"TextContent","props":{"text":"Global p99 Latency","size":"small"}}}
+{"op":"add","path":"/elements/kpi-latency-val","value":{"type":"Heading","props":{"text":"340ms","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-latency-status","value":{"type":"Tag","props":{"text":"Nominal","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/charts-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["chart-cpu-card","chart-mem-card"]}}
+{"op":"add","path":"/elements/chart-cpu-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cpu-title","cpu-line-chart"]}}
+{"op":"add","path":"/elements/cpu-title","value":{"type":"CardHeader","props":{"title":"CPU Usage (Past 24 Hours)","subtitle":"Average vs Peak % across host cluster"}}}
+{"op":"add","path":"/elements/cpu-line-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["series-cpu-avg","series-cpu-peak"],"xLabel":"Time","yLabel":"Usage (%)"}}}
+{"op":"add","path":"/elements/series-cpu-avg","value":{"type":"Series","props":{"category":"Avg CPU %","values":[32,28,45,68,74,62,58]}}}
+{"op":"add","path":"/elements/series-cpu-peak","value":{"type":"Series","props":{"category":"Peak CPU %","values":[55,42,68,89,92,81,76]}}}
+{"op":"add","path":"/elements/chart-mem-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["mem-title","mem-area-chart"]}}
+{"op":"add","path":"/elements/mem-title","value":{"type":"CardHeader","props":{"title":"Memory Usage (Past 24 Hours)","subtitle":"RAM utilization across instances"}}}
+{"op":"add","path":"/elements/mem-area-chart","value":{"type":"AreaChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["series-mem-used"],"xLabel":"Time","yLabel":"Memory (GB)"}}}
+{"op":"add","path":"/elements/series-mem-used","value":{"type":"Series","props":{"category":"Memory Used (GB)","values":[64,62,78,95,110,105,98]}}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open Incidents","subtitle":"Active issues requiring engineer attention or acknowledgment"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["incident-info","incident-actions"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-top-row","incident-desc"]}}
+{"op":"add","path":"/elements/incident-top-row","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["incident-sev-badge","incident-title"]}}
+{"op":"add","path":"/elements/incident-sev-badge","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"isCritical"},"$then":"danger","$else":"warning"},"size":"sm"}}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$template":"**${id}**: ${title}"},"size":"default"}}}
+{"op":"add","path":"/elements/incident-desc","value":{"type":"TextContent","props":{"text":{"$template":"Region: `${region}` | Impact: ${impact} | Opened: ${created}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["ack-status","ack-button"]}}
+{"op":"add","path":"/elements/ack-status","value":{"type":"Tag","props":{"text":"Acknowledged","variant":"success","size":"sm"},"visible":{"$item":"acknowledged"}}}
+{"op":"add","path":"/elements/ack-button","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"visible":{"$item":"acknowledged","not":true},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/incidents/${$index}/acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-8492","title":"High Error Rate on Auth Service","severity":"CRITICAL","isCritical":true,"region":"us-east","impact":"OAuth2 token validations failing (5xx)","created":"12 mins ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-8489","title":"Elevated Latency in Payment Gateway","severity":"MAJOR","isCritical":false,"region":"eu-central","impact":"p99 response time > 1200ms","created":"45 mins ago","acknowledged":true}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-8485","title":"Read Replica Lag Spike","severity":"MAJOR","isCritical":false,"region":"us-west","impact":"Database replication delay > 15s","created":"1 hour ago","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Top 5 Slowest Endpoints","subtitle":"Endpoints with highest response latency over the last hour"}}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-method","col-p95","col-p99","col-throughput"]}}}
+{"op":"add","path":"/elements/col-endpoint","value":{"type":"Col","props":{"label":"Endpoint Path","type":"string","data":["/api/v2/reports/export","/api/v1/checkout/process","/api/v2/analytics/query","/api/v1/users/search","/api/v1/media/upload"]}}}
+{"op":"add","path":"/elements/col-method","value":{"type":"Col","props":{"label":"Method","type":"string","data":["POST","POST","GET","GET","PUT"]}}}
+{"op":"add","path":"/elements/col-p95","value":{"type":"Col","props":{"label":"p95 Latency","type":"string","data":["1,240 ms","850 ms","620 ms","480 ms","410 ms"]}}}
+{"op":"add","path":"/elements/col-p99","value":{"type":"Col","props":{"label":"p99 Latency","type":"string","data":["2,850 ms","1,920 ms","1,150 ms","890 ms","760 ms"]}}}
+{"op":"add","path":"/elements/col-throughput","value":{"type":"Col","props":{"label":"RPS","type":"number","data":[45,310,890,1420,210]}}}
+{"op":"add","path":"/elements/alert-settings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-form-card"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Alert Threshold Configuration","subtitle":"Adjust dynamic trigger boundaries for on-call automated paging"}}}
+{"op":"add","path":"/elements/alert-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-cpu-slider","alert-error-slider","alert-save-btn","alert-success-callout"]}}
+{"op":"add","path":"/elements/alert-cpu-slider","value":{"type":"Slider","props":{"name":"cpuThreshold","variant":"continuous","min":50,"max":98,"step":1,"label":"CPU Alarm Threshold (%)","value":{"$bindState":"/alertThresholds/cpu"}}}}
+{"op":"add","path":"/elements/alert-error-slider","value":{"type":"Slider","props":{"name":"errorThreshold","variant":"continuous","min":0.1,"max":5,"step":0.1,"label":"Error Rate Alarm Threshold (%)","value":{"$bindState":"/alertThresholds/errorRate"}}}}
+{"op":"add","path":"/elements/alert-save-btn","value":{"type":"Button","props":{"label":"Update Alert Thresholds","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSavedSuccess","value":true}}}}}
+{"op":"add","path":"/elements/alert-success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Thresholds Saved","description":"New alert conditions are live across all active monitoring rules."},"visible":{"$state":"/alertSavedSuccess"}}}
+{"op":"add","path":"/state/alertThresholds","value":{"cpu":[85],"errorRate":[1]}}
+{"op":"add","path":"/state/alertSavedSuccess","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..21f512c01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,137 @@
+{"op":"add","path":"/root","value":"app-container"}
+{"op":"add","path":"/elements/app-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","kpi-grid","weather-callout","hub-tabs","bottom-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-left","hub-select-control"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h1","text":"Hub Operations Control Center"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Real-time flight monitoring, crew management, and disruption resolution"},"children":[]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"Selected Hub Center","input":"hub-selector","hint":"Switch active hub view"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Select","props":{"name":"hubSelect","value":{"$bindState":"/selectedHub"},"items":["hub-item-ord","hub-item-dfw","hub-item-den","hub-item-jax"]},"children":[]}}
+{"op":"add","path":"/elements/hub-item-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"}}}
+{"op":"add","path":"/elements/hub-item-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"}}}
+{"op":"add","path":"/elements/hub-item-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver Intl (DEN)"}}}
+{"op":"add","path":"/elements/hub-item-jax","value":{"type":"SelectItem","props":{"value":"JAX","label":"Jacksonville (JAX)"}}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-load","kpi-turnaround","kpi-cancellations"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-ontime-title","kpi-ontime-val","kpi-ontime-progress"]}}
+{"op":"add","path":"/elements/kpi-ontime-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"On-Time Performance"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-val","value":{"type":"Heading","props":{"level":"h2","text":"84.2%"}}}
+{"op":"add","path":"/elements/kpi-ontime-progress","value":{"type":"Progress","props":{"value":84,"label":"Target: 85%"}}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-load-title","kpi-load-val","kpi-load-progress"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Avg Passenger Load"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"Heading","props":{"level":"h2","text":"88.5%"}}}
+{"op":"add","path":"/elements/kpi-load-progress","value":{"type":"Progress","props":{"value":88,"label":"Capacity Target: 82%"}}}
+{"op":"add","path":"/elements/kpi-turnaround","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-turn-title","kpi-turn-val","kpi-turn-sub"]}}
+{"op":"add","path":"/elements/kpi-turn-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Avg Turnaround Time"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn-val","value":{"type":"Heading","props":{"level":"h2","text":"42 min"}}}
+{"op":"add","path":"/elements/kpi-turn-sub","value":{"type":"TextContent","props":{"size":"small","text":"-3 min vs scheduled target"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancellations","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-canc-title","kpi-canc-val","kpi-canc-sub"]}}
+{"op":"add","path":"/elements/kpi-canc-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Cancellations Today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-canc-val","value":{"type":"Heading","props":{"level":"h2","text":"3 flights"}}}
+{"op":"add","path":"/elements/kpi-canc-sub","value":{"type":"TextContent","props":{"size":"small","text":"0.8% of total scheduled operations"},"children":[]}}
+{"op":"add","path":"/elements/weather-callout","value":{"type":"Alert","props":{"title":"Hub Weather Advisory — Chicago O'Hare (ORD)","description":"Thunderstorm cell moving East-Northeast. Ramp operations subject to 15-minute lightning holds. Low visibility ILS approach active on Runway 10C/28C.","variant":"warning"}}}
+{"op":"add","path":"/elements/hub-tabs","value":{"type":"Tabs","props":{"items":["tab-all-flights","tab-delayed","tab-rebooking"]}}}
+{"op":"add","path":"/elements/tab-all-flights","value":{"type":"TabItem","props":{"value":"flights","trigger":"Flight Schedule & Status","content":["flights-card"]}}}
+{"op":"add","path":"/elements/tab-delayed","value":{"type":"TabItem","props":{"value":"delayed","trigger":"Delayed Flights Focus","content":["delayed-alert-summary","delayed-card"]}}}
+{"op":"add","path":"/elements/tab-rebooking","value":{"type":"TabItem","props":{"value":"rebook","trigger":"Passenger Rebooking Desk","content":["rebook-form-card"]}}}
+{"op":"add","path":"/elements/flights-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["flights-header","flights-list"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"title":"Active & Upcoming Hub Flights","subtitle":"Live tracking of arrival/departure routes, gates, and statuses"}}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-item-card"]}}
+{"op":"add","path":"/elements/flight-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["flight-info","flight-gate-box","flight-status-badge"]}}
+{"op":"add","path":"/elements/flight-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["flight-num","flight-route"]}}
+{"op":"add","path":"/elements/flight-num","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${number} — ${time}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Route: ${route}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-box","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"clear"},"children":["flight-gate-label","flight-gate-val"]}}
+{"op":"add","path":"/elements/flight-gate-label","value":{"type":"TextContent","props":{"size":"small","text":"Gate"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-val","value":{"type":"Tag","props":{"text":{"$item":"gate"},"variant":"neutral","size":"md"}}}
+{"op":"add","path":"/elements/flight-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"destructive","$else":"default"}}}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"fl-101","number":"UA 1420","route":"ORD → LAX","gate":"B12","status":"On Time","time":"14:15 Dep","isDelayed":false}}
+{"op":"add","path":"/state/flights/1","value":{"id":"fl-102","number":"UA 883","route":"LHR → ORD","gate":"M18","status":"Delayed (+45m)","time":"14:30 Arr","isDelayed":true}}
+{"op":"add","path":"/state/flights/2","value":{"id":"fl-103","number":"UA 2204","route":"ORD → LGA","gate":"C20","status":"Boarding","time":"14:40 Dep","isDelayed":false}}
+{"op":"add","path":"/state/flights/3","value":{"id":"fl-104","number":"UA 512","route":"SFO → ORD","gate":"B8","status":"Delayed (+25m)","time":"15:05 Arr","isDelayed":true}}
+{"op":"add","path":"/state/flights/4","value":{"id":"fl-105","number":"UA 1109","route":"ORD → MIA","gate":"C14","status":"On Time","time":"15:20 Dep","isDelayed":false}}
+{"op":"add","path":"/elements/delayed-alert-summary","value":{"type":"Callout","props":{"variant":"error","title":"4 Delayed Flights Requiring Action","description":"Ground crew and gate assignments have been flagged for priority monitoring."}}}
+{"op":"add","path":"/elements/delayed-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed Operations Focus","subtitle":"Detailed impact assessment and ground causes"}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-item-card"]}}
+{"op":"add","path":"/elements/delayed-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["delayed-item-info","delayed-item-reason"]}}
+{"op":"add","path":"/elements/delayed-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["delayed-item-title","delayed-item-sub"]}}
+{"op":"add","path":"/elements/delayed-item-title","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${number} (${route}) — Delay: ${delayMinutes} min"}},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Scheduled Gate: ${gate} | Impacted Pax: ${paxCount}"}},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-reason","value":{"type":"Tag","props":{"text":{"$item":"reason"},"variant":"danger","size":"md"}}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d-1","number":"UA 883","route":"LHR → ORD","delayMinutes":45,"gate":"M18","paxCount":264,"reason":"Inbound Flow Control"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d-2","number":"UA 512","route":"SFO → ORD","delayMinutes":25,"gate":"B8","paxCount":178,"reason":"Maintenance Hold"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d-3","number":"UA 904","route":"ORD → EWR","delayMinutes":60,"gate":"C10","paxCount":152,"reason":"Crew Rest Expiry"}}
+{"op":"add","path":"/state/delayedFlights/3","value":{"id":"d-4","number":"UA 311","route":"DEN → ORD","delayMinutes":30,"gate":"B19","paxCount":140,"reason":"De-icing Queue"}}
+{"op":"add","path":"/elements/rebook-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["rebook-header","rebook-form"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"CardHeader","props":{"title":"Instant Passenger Express Rebooking","subtitle":"Process automated segment re-routing for passengers with compromised connections"}}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebookForm","fields":["field-pax-name","field-disrupted-flight","field-new-flight"],"buttons":"rebook-buttons"}}}
+{"op":"add","path":"/elements/field-pax-name","value":{"type":"FormControl","props":{"label":"Passenger Name / PNR","input":"input-pax-name","hint":"Enter 6-character locator or last name"},"children":[]}}
+{"op":"add","path":"/elements/input-pax-name","value":{"type":"Input","props":{"name":"paxRef","placeholder":"e.g. K9X2PL or SMITH/J","value":{"$bindState":"/rebookForm/paxRef"}}}}
+{"op":"add","path":"/elements/field-disrupted-flight","value":{"type":"FormControl","props":{"label":"Disrupted Inbound Flight","input":"select-disrupted-flight"},"children":[]}}
+{"op":"add","path":"/elements/select-disrupted-flight","value":{"type":"Select","props":{"name":"disruptedFlight","value":{"$bindState":"/rebookForm/disruptedFlight"},"items":["dis-1","dis-2","dis-3"]},"children":[]}}
+{"op":"add","path":"/elements/dis-1","value":{"type":"SelectItem","props":{"value":"UA883","label":"UA 883 (LHR → ORD) - 45m Delay"}}}
+{"op":"add","path":"/elements/dis-2","value":{"type":"SelectItem","props":{"value":"UA512","label":"UA 512 (SFO → ORD) - 25m Delay"}}}
+{"op":"add","path":"/elements/dis-3","value":{"type":"SelectItem","props":{"value":"UA311","label":"UA 311 (DEN → ORD) - 30m Delay"}}}
+{"op":"add","path":"/elements/field-new-flight","value":{"type":"FormControl","props":{"label":"Target Alternate Flight Option","input":"select-new-flight"},"children":[]}}
+{"op":"add","path":"/elements/select-new-flight","value":{"type":"Select","props":{"name":"newFlight","value":{"$bindState":"/rebookForm/newFlight"},"items":["opt-1","opt-2","opt-3"]},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"UA1502","label":"UA 1502 (ORD → LGA) - Departs 16:45 (42 seats)"}}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"UA2104","label":"UA 2104 (ORD → EWR) - Departs 17:10 (18 seats)"}}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"UA1880","label":"UA 1880 (ORD → MIA) - Departs 18:00 (5 seats)"}}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["btn-confirm-rebook","btn-clear-rebook"],"direction":"row"}}}
+{"op":"add","path":"/elements/btn-confirm-rebook","value":{"type":"Button","props":{"label":"Rebook Passenger & Issue Boarding Pass","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookSuccess","value":true}}}}}
+{"op":"add","path":"/elements/btn-clear-rebook","value":{"type":"Button","props":{"label":"Reset Form","variant":"tertiary","size":"medium"}}}
+{"op":"add","path":"/state/rebookForm","value":{"paxRef":"","disruptedFlight":"UA883","newFlight":"UA1502"}}
+{"op":"add","path":"/state/rebookSuccess","value":false}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["left-col-ops","right-col-ops"]}}
+{"op":"add","path":"/elements/left-col-ops","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["risk-connections-card","gate-changes-card"]}}
+{"op":"add","path":"/elements/risk-connections-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["risk-conn-header","risk-conn-list"]}}
+{"op":"add","path":"/elements/risk-conn-header","value":{"type":"CardHeader","props":{"title":"Connections At Risk","subtitle":"Tight inbound connections due to flight delays"}}}
+{"op":"add","path":"/elements/risk-conn-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/atRiskConnections","key":"id"},"children":["risk-conn-item"]}}
+{"op":"add","path":"/elements/risk-conn-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["risk-pax-info","risk-time-badge"]}}
+{"op":"add","path":"/elements/risk-pax-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["risk-pax-title","risk-pax-sub"]}}
+{"op":"add","path":"/elements/risk-pax-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${paxName} (${count} Pax) — ${inboundFlight} to ${outboundFlight}"}},"children":[]}}
+{"op":"add","path":"/elements/risk-pax-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Arr Gate: ${arrGate} → Dep Gate: ${depGate}"}},"children":[]}}
+{"op":"add","path":"/elements/risk-time-badge","value":{"type":"Tag","props":{"text":{"$template":"${connWindow}m window"},"variant":"warning","size":"md"}}}
+{"op":"add","path":"/state/atRiskConnections","value":[]}
+{"op":"add","path":"/state/atRiskConnections/0","value":{"id":"rc-1","paxName":"Group Miller","count":4,"inboundFlight":"UA 883","outboundFlight":"UA 1420","arrGate":"M18","depGate":"B12","connWindow":18}}
+{"op":"add","path":"/state/atRiskConnections/1","value":{"id":"rc-2","paxName":"Chen, W.","count":1,"inboundFlight":"UA 512","outboundFlight":"UA 2204","arrGate":"B8","depGate":"C20","connWindow":12}}
+{"op":"add","path":"/state/atRiskConnections/2","value":{"id":"rc-3","paxName":"Group Torres","count":6,"inboundFlight":"UA 311","outboundFlight":"UA 1109","arrGate":"B19","depGate":"C14","connWindow":15}}
+{"op":"add","path":"/elements/gate-changes-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"CardHeader","props":{"title":"Recent Gate Swaps & Changes","subtitle":"Updated within the last 30 minutes"}}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/recentGateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["gate-change-info","gate-change-time"]}}
+{"op":"add","path":"/elements/gate-change-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["gate-change-title","gate-change-sub"]}}
+{"op":"add","path":"/elements/gate-change-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${flight} (${route})"}},"children":[]}}
+{"op":"add","path":"/elements/gate-change-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Changed from Gate ${oldGate} → Gate ${newGate} (${reason})"}},"children":[]}}
+{"op":"add","path":"/elements/gate-change-time","value":{"type":"Tag","props":{"text":{"$item":"timestamp"},"variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/state/recentGateChanges","value":[]}
+{"op":"add","path":"/state/recentGateChanges/0","value":{"id":"gc-1","flight":"UA 1420","route":"ORD → LAX","oldGate":"B10","newGate":"B12","reason":"Aircraft Swap","timestamp":"13:58"}}
+{"op":"add","path":"/state/recentGateChanges/1","value":{"id":"gc-2","flight":"UA 904","route":"ORD → EWR","oldGate":"C12","newGate":"C10","reason":"Maintenance Delay","timestamp":"13:45"}}
+{"op":"add","path":"/state/recentGateChanges/2","value":{"id":"gc-3","flight":"UA 2204","route":"ORD → LGA","oldGate":"C18","newGate":"C20","reason":"Inbound Overlap","timestamp":"13:32"}}
+{"op":"add","path":"/elements/right-col-ops","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["crews-card","cancellations-card"]}}
+{"op":"add","path":"/elements/crews-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"CardHeader","props":{"title":"Available Standby Crews","subtitle":"Ready for immediate flight reassignment"}}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["crew-info","crew-status"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["crew-name","crew-detail"]}}
+{"op":"add","path":"/elements/crew-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${captain} (Capt) & ${firstOfficer} (FO)"}},"children":[]}}
+{"op":"add","path":"/elements/crew-detail","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Type: ${typeRating} | Base: ${base} | Duty Left: ${dutyHoursRemaining}h"}},"children":[]}}
+{"op":"add","path":"/elements/crew-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"cr-1","captain":"J. Vance","firstOfficer":"M. Ross","typeRating":"B737 / A320","base":"ORD","dutyHoursRemaining":7.5,"status":"Standby Ready"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"cr-2","captain":"R. Sterling","firstOfficer":"K. Patel","typeRating":"B787 / B777","base":"ORD","dutyHoursRemaining":9.0,"status":"Reserve Gate"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"cr-3","captain":"A. Gomez","firstOfficer":"T. Wright","typeRating":"A320 Family","base":"DEN","dutyHoursRemaining":5.2,"status":"Standby Ready"}}
+{"op":"add","path":"/elements/cancellations-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["canc-header","canc-list"]}}
+{"op":"add","path":"/elements/canc-header","value":{"type":"CardHeader","props":{"title":"Cancelled Flights Log","subtitle":"Today's cancellations & recovery status"}}}
+{"op":"add","path":"/elements/canc-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/cancellations","key":"id"},"children":["canc-item"]}}
+{"op":"add","path":"/elements/canc-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["canc-info","canc-badge"]}}
+{"op":"add","path":"/elements/canc-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["canc-title","canc-sub"]}}
+{"op":"add","path":"/elements/canc-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${flight} — ${route}"}},"children":[]}}
+{"op":"add","path":"/elements/canc-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Reason: ${reason} | ${paxAffected} Pax Protected"}},"children":[]}}
+{"op":"add","path":"/elements/canc-badge","value":{"type":"Badge","props":{"text":"Cancelled","variant":"destructive"}}}
+{"op":"add","path":"/state/cancellations","value":[]}
+{"op":"add","path":"/state/cancellations/0","value":{"id":"c-1","flight":"UA 402","route":"ORD → BOS","reason":"Severe Weather","paxAffected":162}}
+{"op":"add","path":"/state/cancellations/1","value":{"id":"c-2","flight":"UA 1755","route":"MKE → ORD","reason":"Aircraft Mechanical","paxAffected":76}}
+{"op":"add","path":"/state/cancellations/2","value":{"id":"c-3","flight":"UA 619","route":"ORD → IAD","reason":"ATC Ground Stop","paxAffected":134}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..9e03a46f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,129 @@
+{"op":"add","path":"/root","value":"main-layout"}
+{"op":"add","path":"/elements/main-layout","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","stats-overview","tabs-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["title-group","hub-selector-control"]}}
+{"op":"add","path":"/elements/title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h2","text":"Hub Operations Control Desk"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time Monitoring, Disruptions & Resource Allocation"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector-control","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"Label","props":{"text":"Active Hub:"}}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hubSelect","value":{"$bindState":"/selectedHub"},"items":["hub-ord","hub-dfw","hub-sfo","hub-jfk"]},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"label":"Chicago O'Hare (ORD)","value":"ORD"}}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"label":"Dallas/Fort Worth (DFW)","value":"DFW"}}}
+{"op":"add","path":"/elements/hub-sfo","value":{"type":"SelectItem","props":{"label":"San Francisco (SFO)","value":"SFO"}}}
+{"op":"add","path":"/elements/hub-jfk","value":{"type":"SelectItem","props":{"label":"New York (JFK)","value":"JFK"}}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/stats-overview","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-otp","stat-turnaround","stat-load","stat-cancellations"]}}
+{"op":"add","path":"/elements/stat-otp","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stat-otp-label","stat-otp-value","stat-otp-tag"]}}
+{"op":"add","path":"/elements/stat-otp-label","value":{"type":"TextContent","props":{"size":"small","text":"On-Time Performance (Today)"},"children":[]}}
+{"op":"add","path":"/elements/stat-otp-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/stats/otp}%"}}}}
+{"op":"add","path":"/elements/stat-otp-tag","value":{"type":"Tag","props":{"size":"sm","text":"Target: 85.0%","variant":"info"}}}
+{"op":"add","path":"/elements/stat-turnaround","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stat-turn-label","stat-turn-value","stat-turn-tag"]}}
+{"op":"add","path":"/elements/stat-turn-label","value":{"type":"TextContent","props":{"size":"small","text":"Avg Turnaround Time"},"children":[]}}
+{"op":"add","path":"/elements/stat-turn-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/stats/avgTurnaround} min"}}}}
+{"op":"add","path":"/elements/stat-turn-tag","value":{"type":"Tag","props":{"size":"sm","text":"-3 min vs Target","variant":"success"}}}
+{"op":"add","path":"/elements/stat-load","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stat-load-label","stat-load-value","stat-load-tag"]}}
+{"op":"add","path":"/elements/stat-load-label","value":{"type":"TextContent","props":{"size":"small","text":"Avg Passenger Load"},"children":[]}}
+{"op":"add","path":"/elements/stat-load-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/stats/avgPassengerLoad}%"}}}}
+{"op":"add","path":"/elements/stat-load-tag","value":{"type":"Tag","props":{"size":"sm","text":"High Volume Day","variant":"warning"}}}
+{"op":"add","path":"/elements/stat-cancellations","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stat-canc-label","stat-canc-value","stat-canc-tag"]}}
+{"op":"add","path":"/elements/stat-canc-label","value":{"type":"TextContent","props":{"size":"small","text":"Cancellations Today"},"children":[]}}
+{"op":"add","path":"/elements/stat-canc-value","value":{"type":"Heading","props":{"level":"h3","text":{"$template":"${/stats/cancellations} Flights"}}}}
+{"op":"add","path":"/elements/stat-canc-tag","value":{"type":"Tag","props":{"size":"sm","text":"0.8% Total Schedule","variant":"danger"}}}
+{"op":"add","path":"/state/stats","value":{"avgPassengerLoad":88, "avgTurnaround":42, "cancellations":3, "otp":82.4}}
+{"op":"add","path":"/elements/tabs-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["operations-tabs"]}}
+{"op":"add","path":"/elements/operations-tabs","value":{"type":"Tabs","props":{"items":["tab-flights","tab-connections","tab-rebook","tab-crews","tab-gate-weather"]}}}
+{"op":"add","path":"/elements/tab-flights","value":{"type":"TabItem","props":{"content":["flights-section"],"trigger":"Flight Status & Delays","value":"flights"}}
+{"op":"add","path":"/elements/tab-connections","value":{"type":"TabItem","props":{"content":["connections-section"],"trigger":"At-Risk Connections","value":"connections"}}}
+{"op":"add","path":"/elements/tab-rebook","value":{"type":"TabItem","props":{"content":["rebook-section"],"trigger":"Passenger Rebooking","value":"rebook"}}}
+{"op":"add","path":"/elements/tab-crews","value":{"type":"TabItem","props":{"content":["crews-section"],"trigger":"Available Crews","value":"crews"}}}
+{"op":"add","path":"/elements/tab-gate-weather","value":{"type":"TabItem","props":{"content":["gate-weather-section"],"trigger":"Gates & Weather","value":"gate-weather"}}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["delayed-callout","flights-header-text","flights-table-card"]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Alert","props":{"description":"3 flights currently delayed due to inbound ground stop and maintenance checks. Priority turnaround initiated for UA 1420.","title":"Active Delay Warnings","variant":"warning"}}}
+{"op":"add","path":"/elements/flights-header-text","value":{"type":"Heading","props":{"level":"h4","text":"Hub Departure & Arrival Schedule"}}}
+{"op":"add","path":"/elements/flights-table-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/flights"},"children":["flight-item-row"]}}
+{"op":"add","path":"/elements/flight-item-row","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["flight-info-group","flight-gate-group","flight-status-tag"]}}
+{"op":"add","path":"/elements/flight-info-group","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["flight-number-text","flight-route-text"]}}
+{"op":"add","path":"/elements/flight-number-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"Flight ${number}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-route-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${route} • Dep: ${time}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-group","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["flight-gate-label","flight-gate-val"]}}
+{"op":"add","path":"/elements/flight-gate-label","value":{"type":"TextContent","props":{"size":"small","text":"Assigned Gate"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-val","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"Gate ${gate}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"danger","$else":"success"}}}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"gate":"B12","id":"f1","isDelayed":false,"number":"UA 402","route":"ORD → LGA","status":"On Time","time":"14:15"}}
+{"op":"add","path":"/state/flights/1","value":{"gate":"C20","id":"f2","isDelayed":true,"number":"UA 1420","route":"ORD → LAX","status":"Delayed (+45m)","time":"14:30"}}
+{"op":"add","path":"/state/flights/2","value":{"gate":"B18","id":"f3","isDelayed":false,"number":"UA 883","route":"SFO → ORD","status":"Landed","time":"14:05"}}
+{"op":"add","path":"/state/flights/3","value":{"gate":"C10","id":"f4","isDelayed":true,"number":"UA 509","route":"ORD → DEN","status":"Delayed (+20m)","time":"15:00"}}
+{"op":"add","path":"/state/flights/4","value":{"gate":"B4","id":"f5","isDelayed":false,"number":"UA 221","route":"MIA → ORD","status":"On Time","time":"15:10"}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["connections-heading","connections-list"]}}
+{"op":"add","path":"/elements/connections-heading","value":{"type":"Heading","props":{"level":"h4","text":"Inbound Passengers with Tight or Broken Connections"}}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/connectionsAtRisk"},"children":["connection-row"]}}
+{"op":"add","path":"/elements/connection-row","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["conn-flight-info","conn-pax-count","conn-window","conn-action-btn"]}}
+{"op":"add","path":"/elements/conn-flight-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["conn-pax-name","conn-flights-pair"]}}
+{"op":"add","path":"/elements/conn-pax-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${passengerGroup}"}},"children":[]}}
+{"op":"add","path":"/elements/conn-flights-pair","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Inbound: ${inboundFlight} ➔ Outbound: ${outboundFlight}"}},"children":[]}}
+{"op":"add","path":"/elements/conn-pax-count","value":{"type":"Tag","props":{"size":"md","text":{"$template":"${paxCount} Passengers"},"variant":"warning"}}}
+{"op":"add","path":"/elements/conn-window","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["conn-window-lbl","conn-window-val"]}}
+{"op":"add","path":"/elements/conn-window-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Connection Window"},"children":[]}}
+{"op":"add","path":"/elements/conn-window-val","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${windowMinutes} mins left"}},"children":[]}}
+{"op":"add","path":"/elements/conn-action-btn","value":{"type":"Button","props":{"label":"Flag for Express Shuttle","size":"small","variant":"secondary"}}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"c1","inboundFlight":"UA 1420","outboundFlight":"UA 911 (Gate C28)","paxCount":14,"passengerGroup":"Group #402-LAX","windowMinutes":12}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"c2","inboundFlight":"UA 509","outboundFlight":"UA 104 (Gate B2)","paxCount":8,"passengerGroup":"Group #119-DEN","windowMinutes":18}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"c3","inboundFlight":"UA 304","outboundFlight":"UA 882 (Gate C12)","paxCount":3,"passengerGroup":"Family Miller","windowMinutes":8}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["rebook-card-header","rebook-form-card","rebook-success-alert"]}}
+{"op":"add","path":"/elements/rebook-card-header","value":{"type":"Heading","props":{"level":"h4","text":"Express Passenger Rebooking Assistant"}}}
+{"op":"add","path":"/elements/rebook-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["rebook-form"]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","buttons":"rebook-buttons","fields":["field-pax-pnr","field-flight-select","field-reason"],"name":"rebookForm"}}
+{"op":"add","path":"/elements/field-pax-pnr","value":{"type":"FormControl","props":{"hint":"Enter 6-character PNR code","input":"input-pnr","label":"Passenger Record Locator (PNR)"}}}
+{"op":"add","path":"/elements/input-pnr","value":{"type":"Input","props":{"name":"pnrInput","placeholder":"e.g. K9X4L2","value":{"$bindState":"/rebookForm/pnr"}}}}
+{"op":"add","path":"/elements/field-flight-select","value":{"type":"FormControl","props":{"hint":"Select next available departure","input":"select-new-flight","label":"New Flight Option"}}}
+{"op":"add","path":"/elements/select-new-flight","value":{"type":"Select","props":{"items":["fl-opt1","fl-opt2","fl-opt3"],"name":"newFlight","value":{"$bindState":"/rebookForm/newFlight"}},"children":[]}}
+{"op":"add","path":"/elements/fl-opt1","value":{"type":"SelectItem","props":{"label":"UA 1502 - Dep 16:30 (12 seats available)","value":"UA1502"}}}
+{"op":"add","path":"/elements/fl-opt2","value":{"type":"SelectItem","props":{"label":"UA 1844 - Dep 18:15 (4 seats available)","value":"UA1844"}}}
+{"op":"add","path":"/elements/fl-opt3","value":{"type":"SelectItem","props":{"label":"UA 2100 - Dep 20:00 (22 seats available)","value":"UA2100"}}}
+{"op":"add","path":"/elements/field-reason","value":{"type":"FormControl","props":{"hint":"Will auto-issue hotel/food vouchers if eligible","input":"select-reason","label":"Disruption Reason"}}}
+{"op":"add","path":"/elements/select-reason","value":{"type":"Select","props":{"items":["rs-missed","rs-cancelled","rs-delay"],"name":"reason","value":{"$bindState":"/rebookForm/reason"}},"children":[]}}
+{"op":"add","path":"/elements/rs-missed","value":{"type":"SelectItem","props":{"label":"Missed Connection (Inbound Delay)","value":"missed"}}}
+{"op":"add","path":"/elements/rs-cancelled","value":{"type":"SelectItem","props":{"label":"Flight Cancellation","value":"cancelled"}}}
+{"op":"add","path":"/elements/rs-delay","value":{"type":"SelectItem","props":{"label":"Severe Overnight Delay","value":"delay"}}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-rebook"],"direction":"row"}}}
+{"op":"add","path":"/elements/btn-submit-rebook","value":{"type":"Button","on":{"press":{"action":"setState","params":{"statePath":"/rebookForm/submitted","value":true}}},"props":{"label":"Rebook Passenger & Issue Boarding Pass","size":"medium","variant":"primary"}}}
+{"op":"add","path":"/state/rebookForm","value":{"newFlight":"UA1502","pnr":"K9X4L2","reason":"missed","submitted":false}}
+{"op":"add","path":"/elements/rebook-success-alert","value":{"type":"Callout","props":{"description":"Boarding pass sent via SMS/Email. Complimentary food voucher #V-9921 issued.","title":"Passenger Rebooked Successfully!","variant":"success"},"visible":{"$state":"/rebookForm/submitted"}}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["crews-heading","crews-table"]}}
+{"op":"add","path":"/elements/crews-heading","value":{"type":"Heading","props":{"level":"h4","text":"Standby & Reserve Crew Members (Ready for Reassignment)"}}}
+{"op":"add","path":"/elements/crews-table","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/crewsAvailable"},"children":["crew-item-card"]}}
+{"op":"add","path":"/elements/crew-item-card","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["crew-main-info","crew-qual-tag","crew-duty-info","crew-assign-btn"]}}
+{"op":"add","path":"/elements/crew-main-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["crew-name","crew-role"]}}
+{"op":"add","path":"/elements/crew-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-role","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${role} • Base: ${base}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-qual-tag","value":{"type":"Tag","props":{"size":"md","text":{"$template":"Qual: ${qualification}"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/crew-duty-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["crew-duty-lbl","crew-duty-val"]}}
+{"op":"add","path":"/elements/crew-duty-lbl","value":{"type":"TextContent","props":{"size":"small","text":"Duty Time Remaining"},"children":[]}}
+{"op":"add","path":"/elements/crew-duty-val","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${dutyRemaining}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-assign-btn","value":{"type":"Button","props":{"label":"Assign to Flight","size":"small","variant":"secondary"}}}
+{"op":"add","path":"/state/crewsAvailable","value":[]}
+{"op":"add","path":"/state/crewsAvailable/0","value":{"base":"ORD","dutyRemaining":"7h 30m","id":"cr1","name":"Capt. Mark Reynolds","qualification":"B737, A320","role":"Captain"}}
+{"op":"add","path":"/state/crewsAvailable/1","value":{"base":"ORD","dutyRemaining":"9h 15m","id":"cr2","name":"FO Sarah Jenkins","qualification":"B737","role":"First Officer"}}
+{"op":"add","path":"/state/crewsAvailable/2","value":{"base":"DFW","dutyRemaining":"5h 45m","id":"cr3","name":"FA Lead David Vance","qualification":"Cabin Lead / Intl","role":"Purser"}}
+{"op":"add","path":"/state/crewsAvailable/3","value":{"base":"ORD","dutyRemaining":"11h 00m","id":"cr4","name":"FA Elena Rostova","qualification":"Cabin Crew","role":"Flight Attendant"}}
+{"op":"add","path":"/elements/gate-weather-section","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["weather-card","gate-changes-card"]}}
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["weather-head","weather-alert-box","weather-details"]}}
+{"op":"add","path":"/elements/weather-head","value":{"type":"Heading","props":{"level":"h4","text":"Hub Weather & Advisories"}}}
+{"op":"add","path":"/elements/weather-alert-box","value":{"type":"Callout","props":{"description":"Wind gusts up to 35 knots. Expect minor ground delays on Runway 10L departures through 16:30 local.","title":"Thunderstorm Watch in Effect","variant":"warning"}}}
+{"op":"add","path":"/elements/weather-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["wx-temp","wx-vis","wx-wind"]}}
+{"op":"add","path":"/elements/wx-temp","value":{"type":"TextContent","props":{"size":"default","text":"• Temperature: 74°F (23°C)"},"children":[]}}
+{"op":"add","path":"/elements/wx-vis","value":{"type":"TextContent","props":{"size":"default","text":"• Visibility: 6 miles (Thunderstorms in sector)"},"children":[]}}
+{"op":"add","path":"/elements/wx-wind","value":{"type":"TextContent","props":{"size":"default","text":"• Winds: 240° at 22kt (Gusts 35kt)"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["gate-head","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-head","value":{"type":"Heading","props":{"level":"h4","text":"Recent Gate Changes"}}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/gateChanges"},"children":["gate-change-row"]}}
+{"op":"add","path":"/elements/gate-change-row","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"card"},"children":["gc-flight-info","gc-swap-info","gc-time"]}}
+{"op":"add","path":"/elements/gc-flight-info","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${flightNumber}"}},"children":[]}}
+{"op":"add","path":"/elements/gc-swap-info","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"Gate ${oldGate}  ➔  Gate ${newGate}"}},"children":[]}}
+{"op":"add","path":"/elements/gc-time","value":{"type":"Tag","props":{"size":"sm","text":{"$template":"${timeAgo} ago"},"variant":"neutral"}}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"flightNumber":"UA 1420","id":"gc1","newGate":"C20","oldGate":"B10","timeAgo":"5m"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"flightNumber":"UA 883","id":"gc2","newGate":"B18","oldGate":"B22","timeAgo":"14m"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"flightNumber":"UA 221","id":"gc3","newGate":"B4","oldGate":"C4","timeAgo":"28m"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..3c202d04e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,124 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","kpi-grid","weather-alert","hub-tabs-content"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-title-box","hub-select-control"]}}
+{"op":"add","path":"/elements/header-title-box","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-heading","header-subtext"]}}
+{"op":"add","path":"/elements/header-heading","value":{"type":"Heading","props":{"level":"h2","text":"Hub Operations Control Center"},"children":[]}}
+{"op":"add","path":"/elements/header-subtext","value":{"type":"TextContent","props":{"size":"small","text":"Real-time network monitoring, passenger connections, and resource allocation."},"children":[]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"input":"hub-select","label":"Active Operations Hub"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"items":["hub-opt-ord","hub-opt-dfw","hub-opt-lax","hub-opt-jfk"],"value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-ord","value":{"type":"SelectItem","props":{"label":"Chicago O'Hare (ORD)","value":"ORD"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-dfw","value":{"type":"SelectItem","props":{"label":"Dallas/Fort Worth (DFW)","value":"DFW"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-lax","value":{"type":"SelectItem","props":{"label":"Los Angeles (LAX)","value":"LAX"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-jfk","value":{"type":"SelectItem","props":{"label":"New York (JFK)","value":"JFK"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-otp","kpi-load","kpi-turnaround","kpi-cancellations"]}}
+{"op":"add","path":"/elements/kpi-otp","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-otp-title","kpi-otp-value","kpi-otp-tag"]}}
+{"op":"add","path":"/elements/kpi-otp-title","value":{"type":"TextContent","props":{"size":"small","text":"On-Time Performance"},"children":[]}}
+{"op":"add","path":"/elements/kpi-otp-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$state":"/kpis/otp"}},"children":[]}}
+{"op":"add","path":"/elements/kpi-otp-tag","value":{"type":"Tag","props":{"size":"sm","text":"Target: 85.0%","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-load-title","kpi-load-value","kpi-load-progress"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"size":"small","text":"Avg Passenger Load"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$state":"/kpis/passengerLoad"}},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-progress","value":{"type":"Progress","props":{"value":88},"children":[]}}
+{"op":"add","path":"/elements/kpi-turnaround","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-turn-title","kpi-turn-value","kpi-turn-tag"]}}
+{"op":"add","path":"/elements/kpi-turn-title","value":{"type":"TextContent","props":{"size":"small","text":"Avg Turnaround Time"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$state":"/kpis/turnaroundTime"}},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn-tag","value":{"type":"Tag","props":{"size":"sm","text":"-3 min vs avg","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancellations","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-canc-title","kpi-canc-value","kpi-canc-tag"]}}
+{"op":"add","path":"/elements/kpi-canc-title","value":{"type":"TextContent","props":{"size":"small","text":"Cancellations Today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-canc-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$state":"/kpis/cancellations"}},"children":[]}}
+{"op":"add","path":"/elements/kpi-canc-tag","value":{"type":"Tag","props":{"size":"sm","text":"0.8% of total","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"cancellations":"3","passengerLoad":"88%","otp":"82.4%","turnaroundTime":"42 mins"}}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Alert","props":{"description":{"$state":"/weather/description"},"title":{"$state":"/weather/title"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"description":"Thunderstorm cell approaching from the Southwest. Ground stop possible between 16:30 and 17:15 CST. Expect de-icing delays on Runway 10C.","title":"Hub Weather Advisory: ORD (Thunderstorms & Wind Shear)"}}
+{"op":"add","path":"/elements/hub-tabs-content","value":{"type":"Tabs","props":{"items":["tab-flights","tab-connections","tab-rebook","tab-resources"]},"children":[]}}
+{"op":"add","path":"/elements/tab-flights","value":{"type":"TabItem","props":{"content":["flights-section"],"trigger":"Flight Status & Gate Ops","value":"flights"},"children":[]}}
+{"op":"add","path":"/elements/tab-connections","value":{"type":"TabItem","props":{"content":["connections-section"],"trigger":"At-Risk Connections","value":"connections"},"children":[]}}
+{"op":"add","path":"/elements/tab-rebook","value":{"type":"TabItem","props":{"content":["rebook-section"],"trigger":"Passenger Rebooking","value":"rebook"},"children":[]}}
+{"op":"add","path":"/elements/tab-resources","value":{"type":"TabItem","props":{"content":["resources-section"],"trigger":"Crew & Gate Alerts","value":"resources"},"children":[]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["delayed-callout","flights-card"]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"description":"4 inbound flights are currently delayed over 30 minutes due to weather in eastern sector. Priority handling active for gates B12 and C20.","title":"Delayed Flights Overview","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/flights-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["flights-header","flights-list"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"subtitle":"Real-time status, gates, and operational notes for active hub movements","title":"Today's Hub Flight Schedule"},"children":[]}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"key":"id","statePath":"/flights"},"children":["flight-item-card"]}}
+{"op":"add","path":"/elements/flight-item-card","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["flight-main-info","flight-gate-info","flight-status-badge"]}}
+{"op":"add","path":"/elements/flight-main-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["flight-number-text","flight-route-text"]}}
+{"op":"add","path":"/elements/flight-number-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"number"}},"children":[]}}
+{"op":"add","path":"/elements/flight-route-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Route: ${route} | ETA: ${eta}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["flight-gate-text","flight-pax-text"]}}
+{"op":"add","path":"/elements/flight-gate-text","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"Gate ${gate}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-pax-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Load: ${passengers} pax (${connectingPax} conn)"}},"children":[]}}
+{"op":"add","path":"/elements/flight-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDelayed"},"$then":"destructive","$else":"default"}},"children":[]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"connectingPax":42,"eta":"14:10 CST","gate":"B12","id":"fl-101","isDelayed":true,"number":"AA 1240","passengers":178,"route":"DFW ➔ ORD","status":"Delayed (45m)"}}
+{"op":"add","path":"/state/flights/1","value":{"connectingPax":18,"eta":"14:25 CST","gate":"C18","id":"fl-102","isDelayed":false,"number":"UA 582","passengers":142,"route":"LAX ➔ ORD","status":"On Time"}}
+{"op":"add","path":"/state/flights/2","value":{"connectingPax":56,"eta":"14:40 CST","gate":"B22","id":"fl-103","isDelayed":true,"number":"DL 914","passengers":188,"route":"JFK ➔ ORD","status":"Delayed (30m)"}}
+{"op":"add","path":"/state/flights/3","value":{"connectingPax":12,"eta":"15:00 CST","gate":"C04","id":"fl-104","isDelayed":false,"number":"AA 2301","passengers":120,"route":"MIA ➔ ORD","status":"On Time"}}
+{"op":"add","path":"/state/flights/4","value":{"connectingPax":31,"eta":"15:15 CST","gate":"B08","id":"fl-105","isDelayed":false,"number":"UA 1105","passengers":165,"route":"DEN ➔ ORD","status":"On Time"}}
+{"op":"add","path":"/state/flights/5","value":{"connectingPax":0,"eta":"13:30 CST","gate":"B14","id":"fl-106","isDelayed":true,"number":"AA 402","passengers":0,"route":"ORD ➔ BOS","status":"Cancelled"}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["connections-header","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"CardHeader","props":{"subtitle":"Passengers with tight transfer windows (<25 mins) due to inbound delays","title":"Tight & At-Risk Passenger Connections"},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/atRiskConnections"},"children":["conn-item-card"]}}
+{"op":"add","path":"/elements/conn-item-card","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["conn-flight-details","conn-risk-details","conn-action-btn"]}}
+{"op":"add","path":"/elements/conn-flight-details","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["conn-title-text","conn-sub-text"]}}
+{"op":"add","path":"/elements/conn-title-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${paxCount} Pax: ${inboundFlight} ➔ ${outboundFlight}"}},"children":[]}}
+{"op":"add","path":"/elements/conn-sub-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Inbound Gate ${inboundGate} ➔ Outbound Gate ${outboundGate}"}},"children":[]}}
+{"op":"add","path":"/elements/conn-risk-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["conn-window-tag","conn-time-text"]}}
+{"op":"add","path":"/elements/conn-window-tag","value":{"type":"Tag","props":{"size":"sm","text":{"$template":"${transferWindow} Min Window"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/conn-time-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Outbound Dep: ${outboundDeparture}"}},"children":[]}}
+{"op":"add","path":"/elements/conn-action-btn","value":{"type":"Button","props":{"label":"Protect / Hold Gate","size":"small","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/atRiskConnections","value":[]}
+{"op":"add","path":"/state/atRiskConnections/0","value":{"id":"c1","inboundFlight":"AA 1240","inboundGate":"B12","outboundDeparture":"14:35 CST","outboundFlight":"AA 882 (LHR)","outboundGate":"C20","paxCount":14,"transferWindow":12}}
+{"op":"add","path":"/state/atRiskConnections/1","value":{"id":"c2","inboundFlight":"DL 914","inboundGate":"B22","outboundDeparture":"15:05 CST","outboundFlight":"DL 410 (CDG)","outboundGate":"B04","paxCount":8,"transferWindow":15}}
+{"op":"add","path":"/state/atRiskConnections/2","value":{"id":"c3","inboundFlight":"AA 1240","inboundGate":"B12","outboundDeparture":"14:40 CST","outboundFlight":"AA 1904 (DCA)","outboundGate":"C10","paxCount":22,"transferWindow":18}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["rebook-header","rebook-form-card","rebook-queue-title","rebook-queue-list"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"CardHeader","props":{"subtitle":"Fast-track automated rebooking for disrupted inbound connections","title":"Automated Passenger Rebooking Desk"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["rebook-form-grid","rebook-submit-btn"]}}
+{"op":"add","path":"/elements/rebook-form-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["field-pax-name","field-disrupted-flight","field-new-flight"]}}
+{"op":"add","path":"/elements/field-pax-name","value":{"type":"FormControl","props":{"hint":"Enter passenger name or PNR","input":"input-pax-name","label":"Passenger Name / Ref"},"children":[]}}
+{"op":"add","path":"/elements/input-pax-name","value":{"type":"Input","props":{"name":"paxName","placeholder":"e.g. J. Smith / X7K29P","value":{"$bindState":"/rebookForm/paxName"}},"children":[]}}
+{"op":"add","path":"/elements/field-disrupted-flight","value":{"type":"FormControl","props":{"input":"select-disrupted","label":"Disrupted Flight"},"children":[]}}
+{"op":"add","path":"/elements/select-disrupted","value":{"type":"Select","props":{"items":["opt-dis-1","opt-dis-2"],"value":{"$bindState":"/rebookForm/disruptedFlight"}},"children":[]}}
+{"op":"add","path":"/elements/opt-dis-1","value":{"type":"SelectItem","props":{"label":"AA 1240 (Delayed 45m)","value":"AA1240"},"children":[]}}
+{"op":"add","path":"/elements/opt-dis-2","value":{"type":"SelectItem","props":{"label":"AA 402 (Cancelled)","value":"AA402"},"children":[]}}
+{"op":"add","path":"/elements/field-new-flight","value":{"type":"FormControl","props":{"input":"select-new-flight","label":"Proposed New Option"},"children":[]}}
+{"op":"add","path":"/elements/select-new-flight","value":{"type":"Select","props":{"items":["opt-new-1","opt-new-2","opt-new-3"],"value":{"$bindState":"/rebookForm/newFlight"}},"children":[]}}
+{"op":"add","path":"/elements/opt-new-1","value":{"type":"SelectItem","props":{"label":"AA 1588 - Dep 16:30 (12 seats left)","value":"AA1588"},"children":[]}}
+{"op":"add","path":"/elements/opt-new-2","value":{"type":"SelectItem","props":{"label":"AA 2104 - Dep 18:15 (24 seats left)","value":"AA2104"},"children":[]}}
+{"op":"add","path":"/elements/opt-new-3","value":{"type":"SelectItem","props":{"label":"Partner Flight UA 992 - Dep 17:00","value":"UA992"},"children":[]}}
+{"op":"add","path":"/elements/rebook-submit-btn","value":{"type":"Button","props":{"label":"Confirm Passenger Rebooking","size":"medium","variant":"primary"},"on":{"press":{"action":"pushState","params":{"clearStatePath":"/rebookForm/paxName","statePath":"/rebookQueue","value":{"id":"$id","newFlight":{"$state":"/rebookForm/newFlight"},"paxName":{"$state":"/rebookForm/paxName"},"status":"Confirmed & E-ticketed"}}}},"children":[]}}
+{"op":"add","path":"/state/rebookForm","value":{"disruptedFlight":"AA1240","newFlight":"AA1588","paxName":""}}
+{"op":"add","path":"/elements/rebook-queue-title","value":{"type":"TextContent","props":{"size":"large-heavy","text":"Recent Rebooking Actions Today"},"children":[]}}
+{"op":"add","path":"/elements/rebook-queue-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"key":"id","statePath":"/rebookQueue"},"children":["rebook-queue-item"]}}
+{"op":"add","path":"/elements/rebook-queue-item","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["rebook-item-info","rebook-item-tag"]}}
+{"op":"add","path":"/elements/rebook-item-info","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"${paxName} ➔ Rebooked on ${newFlight}"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-item-tag","value":{"type":"Tag","props":{"size":"sm","text":{"$item":"status"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/rebookQueue","value":[]}
+{"op":"add","path":"/state/rebookQueue/0","value":{"id":"rq-1","newFlight":"AA 1588","paxName":"Robert Chen","status":"Confirmed & E-ticketed"}}
+{"op":"add","path":"/state/rebookQueue/1","value":{"id":"rq-2","newFlight":"UA 992","paxName":"Sarah Miller (Party of 3)","status":"Confirmed & E-ticketed"}}
+{"op":"add","path":"/elements/resources-section","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["gate-changes-card","crew-card"]}}
+{"op":"add","path":"/elements/gate-changes-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"CardHeader","props":{"subtitle":"Audit trail of operational gate reassignments past 2 hours","title":"Recent Gate Changes"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"key":"id","statePath":"/recentGateChanges"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["gate-item-text","gate-item-time"]}}
+{"op":"add","path":"/elements/gate-item-text","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["gate-flight-label","gate-reason-label"]}}
+{"op":"add","path":"/elements/gate-flight-label","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"Flight ${flightNumber}: Gate ${oldGate} ➔ Gate ${newGate}"}},"children":[]}}
+{"op":"add","path":"/elements/gate-reason-label","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Reason: ${reason}"}},"children":[]}}
+{"op":"add","path":"/elements/gate-item-time","value":{"type":"Tag","props":{"size":"sm","text":{"$item":"timeAgo"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/recentGateChanges","value":[]}
+{"op":"add","path":"/state/recentGateChanges/0","value":{"flightNumber":"AA 1240","id":"gc-1","newGate":"B12","oldGate":"C14","reason":"Inbound delay conflict","timeAgo":"8 mins ago"}}
+{"op":"add","path":"/state/recentGateChanges/1","value":{"flightNumber":"UA 582","id":"gc-2","newGate":"C18","oldGate":"C02","reason":"Maintenance aircraft swap","timeAgo":"24 mins ago"}}
+{"op":"add","path":"/state/recentGateChanges/2","value":{"flightNumber":"DL 914","id":"gc-3","newGate":"B22","oldGate":"B10","reason":"Overlapping departure at B10","timeAgo":"41 mins ago"}}
+{"op":"add","path":"/elements/crew-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["crew-header","crew-list"]}}
+{"op":"add","path":"/elements/crew-header","value":{"type":"CardHeader","props":{"subtitle":"Standby and reserve crew members ready at ORD hub","title":"Crews Available for Reassignment"},"children":[]}}
+{"op":"add","path":"/elements/crew-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"key":"id","statePath":"/availableCrews"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"align":"center","direction":"row","justify":"between","variant":"sunk"},"children":["crew-info-box","crew-assign-btn"]}}
+{"op":"add","path":"/elements/crew-info-box","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["crew-name-text","crew-sub-text"]}}
+{"op":"add","path":"/elements/crew-name-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name} (${type})"}},"children":[]}}
+{"op":"add","path":"/elements/crew-sub-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Qualifications: ${qualifications} | Duty Remaining: ${dutyHoursLeft} hrs | Loc: ${location}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-assign-btn","value":{"type":"Button","props":{"label":"Assign to Flight","size":"small","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"dutyHoursLeft":"6.5","id":"cr-1","location":"Concourse B Standby Lounge","name":"Capt. M. Vance & FO R. Taylor","qualifications":"B737, A320","type":"Flight Deck Pair"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"dutyHoursLeft":"8.0","id":"cr-2","location":"Concourse C Ready Room","name":"Cabin Crew Alpha (4 Members)","qualifications":"Narrowbody Domestic","type":"Cabin Crew Team"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"dutyHoursLeft":"5.2","id":"cr-3","location":"Operations Center Terminal 3","name":"FO E. Martinez","qualifications":"B787, B777","type":"Reserve First Officer"}}
+{"op":"add","path":"/state/availableCrews/3","value":{"dutyHoursLeft":"9.0","id":"cr-4","location":"Concourse B Standby Lounge","name":"Cabin Crew Delta (3 Members)","qualifications":"Widebody International","type":"Cabin Crew Team"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..b1fcbfef3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,109 @@
+{"op":"add","path":"/root","value":"hub-ops-dashboard"}
+{"op":"add","path":"/elements/hub-ops-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","stats-overview","tabs-navigation","tab-overview-content","tab-flights-content","tab-disruptions-content","tab-rebook-content"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["title-stack","hub-selector-control"]}}
+{"op":"add","path":"/elements/title-stack","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-title","hub-subtitle"]}}
+{"op":"add","path":"/elements/main-title","value":{"type":"Heading","props":{"text":"Airline Hub Operations Desk","level":"h1"}}}
+{"op":"add","path":"/elements/hub-subtitle","value":{"type":"TextContent","props":{"text":"Real-time Monitoring & Passenger Disruption Control","size":"small"}}}
+{"op":"add","path":"/elements/hub-selector-control","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["hub-select-control"]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"Select Operating Hub","input":"hub-select-dropdown"}}}
+{"op":"add","path":"/elements/hub-select-dropdown","value":{"type":"Select","props":{"name":"hubSelect","value":{"$bindState":"/selectedHub"},"items":["hub-item-ord","hub-item-dfw","hub-item-den","hub-item-atl"]}}}
+{"op":"add","path":"/elements/hub-item-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"}}}
+{"op":"add","path":"/elements/hub-item-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"}}}
+{"op":"add","path":"/elements/hub-item-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver Intl (DEN)"}}}
+{"op":"add","path":"/elements/hub-item-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Hartsfield-Jackson (ATL)"}}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/stats-overview","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-ontime","metric-load","metric-turnaround","metric-cancellations"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["ontime-val","ontime-lbl"]}}
+{"op":"add","path":"/elements/ontime-val","value":{"type":"Heading","props":{"text":"84.2%","level":"h2"}}}
+{"op":"add","path":"/elements/ontime-lbl","value":{"type":"Badge","props":{"text":"1. On-Time Performance Today","variant":"default"}}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["load-val","load-lbl"]}}
+{"op":"add","path":"/elements/load-val","value":{"type":"Heading","props":{"text":"88.5%","level":"h2"}}}
+{"op":"add","path":"/elements/load-lbl","value":{"type":"Badge","props":{"text":"7. Avg Pax Load Today","variant":"secondary"}}}
+{"op":"add","path":"/elements/metric-turnaround","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["turn-val","turn-lbl"]}}
+{"op":"add","path":"/elements/turn-val","value":{"type":"Heading","props":{"text":"42 min","level":"h2"}}}
+{"op":"add","path":"/elements/turn-lbl","value":{"type":"Badge","props":{"text":"12. Avg Turnaround Time","variant":"outline"}}}
+{"op":"add","path":"/elements/metric-cancellations","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["canc-val","canc-lbl"]}}
+{"op":"add","path":"/elements/canc-val","value":{"type":"Heading","props":{"text":"3","level":"h2"}}}
+{"op":"add","path":"/elements/canc-lbl","value":{"type":"Badge","props":{"text":"11. Cancellations Today","variant":"destructive"}}}
+{"op":"add","path":"/elements/tabs-navigation","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["btn-tab-overview","btn-tab-flights","btn-tab-disruptions","btn-tab-rebook"]}}
+{"op":"add","path":"/elements/btn-tab-overview","value":{"type":"Button","props":{"label":"Overview & Hub Status","variant":{"$cond":{"$or":[{"$state":"/activeTab","eq":"overview"},{"$state":"/activeTab","not":true}]}," $then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"overview"}}}}}
+{"op":"add","path":"/elements/btn-tab-flights","value":{"type":"Button","props":{"label":"Flight Monitor","variant":{"$cond":{"$state":"/activeTab","eq":"flights"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"flights"}}}}}
+{"op":"add","path":"/elements/btn-tab-disruptions","value":{"type":"Button","props":{"label":"Delays & Connections","variant":{"$cond":{"$state":"/activeTab","eq":"disruptions"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"disruptions"}}}}}
+{"op":"add","path":"/elements/btn-tab-rebook","value":{"type":"Button","props":{"label":"Passenger Rebooking Tool","variant":{"$cond":{"$state":"/activeTab","eq":"rebook"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"rebook"}}}}}
+{"op":"add","path":"/state/activeTab","value":"overview"}
+{"op":"add","path":"/elements/tab-overview-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"visible":{"$or":[{"$state":"/activeTab","eq":"overview"},{"$state":"/activeTab","not":true}]},"children":["weather-alert-card","overview-split-row"]}}
+{"op":"add","path":"/elements/weather-alert-card","value":{"type":"Alert","props":{"title":"6. Weather Advisory: ORD Hub Severe Thunderstorm Watch","description":"High gusting winds up to 45 knots and localized ground stops expected between 15:00 - 18:00 CDT. De-icing / holding protocols ready.","variant":"warning"}}}
+{"op":"add","path":"/elements/overview-split-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["gate-changes-section","crews-section"]}}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gate-changes-title","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-title","value":{"type":"Heading","props":{"text":"4. Recent Gate Changes","level":"h3"}}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"ListItem","props":{"title":{"$template":"Flight ${flight} - ${route}"},"subtitle":{"$template":"Gate changed from ${oldGate} to ${newGate} (${time})"},"actionLabel":"Updated"}}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gc1","flight":"UA 412","route":"ORD → LAX","oldGate":"B12","newGate":"C20","time":"10 mins ago"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gc2","flight":"UA 883","route":"ORD → SFO","oldGate":"C18","newGate":"B04","time":"22 mins ago"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gc3","flight":"UA 1209","route":"EWR → ORD","oldGate":"B08","newGate":"B15","time":"35 mins ago"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crews-title","crews-list"]}}
+{"op":"add","path":"/elements/crews-title","value":{"type":"Heading","props":{"text":"5. Crews Available for Reassignment","level":"h3"}}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/crewsAvailable","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"ListItem","props":{"title":{"$template":"${name} (${type})"},"subtitle":{"$template":"Qualified: ${qualified} | Duty Remaining: ${hoursLeft} hrs | Base: ${location}"},"actionLabel":"Assign"}}}
+{"op":"add","path":"/state/crewsAvailable","value":[]}
+{"op":"add","path":"/state/crewsAvailable/0","value":{"id":"cr1","name":"Capt. M. Miller / FO R. Vance","type":"Cockpit Crew","qualified":"B737 MAX","hoursLeft":"6.5","location":"Concourse B Standby"}}
+{"op":"add","path":"/state/crewsAvailable/1","value":{"id":"cr2","name":"Team Beta (4 Flight Attendants)","type":"Cabin Crew","qualified":"A320 / B737","hoursLeft":"8.0","location":"Crew Lounge C"}}
+{"op":"add","path":"/state/crewsAvailable/2","value":{"id":"cr3","name":"Capt. J. Henderson","type":"Reserve Pilot","qualified":"B787-9","hoursLeft":"10.0","location":"ORD Center"}}
+{"op":"add","path":"/elements/tab-flights-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"visible":{"$state":"/activeTab","eq":"flights"},"children":["flights-title","flights-table-card"]}}
+{"op":"add","path":"/elements/flights-title","value":{"type":"Heading","props":{"text":"2. Active Hub Flights (Number, Route, Gate & Status)","level":"h2"}}}
+{"op":"add","path":"/elements/flights-table-card","value":{"type":"Card","props":{"variant":"card"},"children":["flights-table"]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-fl-num","col-fl-route","col-fl-gate","col-fl-status","col-fl-pax"]}}}
+{"op":"add","path":"/elements/col-fl-num","value":{"type":"Col","props":{"label":"Flight #","data":{"$state":"/flightNumbers"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fl-route","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flightRoutes"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fl-gate","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flightGates"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fl-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flightStatuses"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fl-pax","value":{"type":"Col","props":{"label":"Pax Load","data":{"$state":"/flightLoads"},"type":"string"}}}
+{"op":"add","path":"/state/flightNumbers","value":["UA 412","UA 883","UA 1045","UA 2210","UA 504","UA 1209","UA 771"]}
+{"op":"add","path":"/state/flightRoutes","value":["ORD → LAX","ORD → SFO","LGA → ORD","MIA → ORD","ORD → DCA","EWR → ORD","ORD → IAH"]}
+{"op":"add","path":"/state/flightGates","value":["C20","B04","B10","C02","B18","B15","C11"]}
+{"op":"add","path":"/state/flightStatuses","value":["Boarding","Delayed (+45m)","On Time","On Time","Delayed (+90m)","On Time","Cancelled"]}
+{"op":"add","path":"/state/flightLoads","value":["178/180 (98%)","154/160 (96%)","130/150 (86%)","142/150 (94%)","110/128 (85%)","160/160 (100%)","0/160 (0%)"]}
+{"op":"add","path":"/elements/tab-disruptions-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"visible":{"$state":"/activeTab","eq":"disruptions"},"children":["delays-callout-section","connections-at-risk-section"]}}
+{"op":"add","path":"/elements/delays-callout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delays-header","delayed-flights-list"]}}
+{"op":"add","path":"/elements/delays-header","value":{"type":"Heading","props":{"text":"3. Delayed Flights Callouts","level":"h3"}}}
+{"op":"add","path":"/elements/delayed-flights-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delay-callout-item"]}}
+{"op":"add","path":"/elements/delay-callout-item","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"FLIGHT DELAYED: ${flight} (${route}) - Gate ${gate}"},"description":{"$template":"Delay Duration: ${delay} | Reason: ${reason} | Affected Connections: ${affectedPax} pax"}}}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"UA 883","route":"ORD → SFO","gate":"B04","delay":"+45 mins","reason":"Late Inbound Aircraft","affectedPax":"28"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"UA 504","route":"ORD → DCA","gate":"B18","delay":"+90 mins","reason":"Maintenance Hold (Hydraulics Check)","affectedPax":"14"}}
+{"op":"add","path":"/elements/connections-at-risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connections-header","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"Heading","props":{"text":"8. Connections at Risk of Being Missed","level":"h3"}}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/tightConnections","key":"id"},"children":["connection-item"]}}
+{"op":"add","path":"/elements/connection-item","value":{"type":"ListItem","props":{"title":{"$template":"${paxName} (${paxCount} Pax) - ${inbound} to ${outbound}"},"subtitle":{"$template":"Inbound Arr: ${arrTime} @ ${inboundGate} | Outbound Dep: ${depTime} @ ${outboundGate} | Layover Window: ${layover} min"},"actionLabel":"Review & Protect"}}}
+{"op":"add","path":"/state/tightConnections","value":[]}
+{"op":"add","path":"/state/tightConnections/0","value":{"id":"tc1","paxName":"Group Miller & 3 others","paxCount":"4","inbound":"UA 1045 (LGA)","outbound":"UA 883 (SFO)","arrTime":"14:20","inboundGate":"B10","depTime":"14:35","outboundGate":"B04","layover":"15"}}
+{"op":"add","path":"/state/tightConnections/1","value":{"id":"tc2","paxName":"S. Chen (Premier Exec)","paxCount":"1","inbound":"UA 2210 (MIA)","outbound":"UA 412 (LAX)","arrTime":"14:10","inboundGate":"C02","depTime":"14:25","outboundGate":"C20","layover":"15"}}
+{"op":"add","path":"/state/tightConnections/2","value":{"id":"tc3","paxName":"J. Rodriguez","paxCount":"1","inbound":"UA 1209 (EWR)","outbound":"UA 504 (DCA)","arrTime":"15:00","inboundGate":"B15","depTime":"15:18","outboundGate":"B18","layover":"18"}}
+{"op":"add","path":"/elements/tab-rebook-content","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/activeTab","eq":"rebook"},"children":["rebook-header","rebook-form-card","rebook-status-alert"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"Heading","props":{"text":"9. Passenger Rebooking & Protection System","level":"h2"}}}
+{"op":"add","path":"/elements/rebook-form-card","value":{"type":"Form","props":{"name":"rebookForm","buttons":"rebook-form-buttons","fields":["field-pax-name","field-original-flight","field-new-flight","field-seat-class"]}}}
+{"op":"add","path":"/elements/field-pax-name","value":{"type":"FormControl","props":{"label":"Passenger Name / PNR","input":"input-pax-name"}}}
+{"op":"add","path":"/elements/input-pax-name","value":{"type":"Input","props":{"name":"paxNameInput","placeholder":"e.g. Miller / PNR: X7K29P","value":{"$bindState":"/rebookForm/paxName"}}}}
+{"op":"add","path":"/elements/field-original-flight","value":{"type":"FormControl","props":{"label":"Disrupted / Cancelled Flight","input":"input-orig-flight"}}}
+{"op":"add","path":"/elements/input-orig-flight","value":{"type":"Input","props":{"name":"origFlightInput","placeholder":"e.g. UA 771 (Cancelled)","value":{"$bindState":"/rebookForm/origFlight"}}}}
+{"op":"add","path":"/elements/field-new-flight","value":{"type":"FormControl","props":{"label":"Select Alternative Flight Options","input":"select-new-flight"}}}
+{"op":"add","path":"/elements/select-new-flight","value":{"type":"Select","props":{"name":"newFlightSelect","value":{"$bindState":"/rebookForm/newFlight"},"items":["opt-fl-1","opt-fl-2","opt-fl-3"]}}}
+{"op":"add","path":"/elements/opt-fl-1","value":{"type":"SelectItem","props":{"value":"UA 1820 (Dep 16:30 - Direct)","label":"UA 1820 (Dep 16:30 - Direct) - 12 Seats Open"}}}
+{"op":"add","path":"/elements/opt-fl-2","value":{"type":"SelectItem","props":{"value":"UA 914 (Dep 18:00 - Direct)","label":"UA 914 (Dep 18:00 - Direct) - 24 Seats Open"}}}
+{"op":"add","path":"/elements/opt-fl-3","value":{"type":"SelectItem","props":{"value":"UA 402 via DEN (Dep 15:45)","label":"UA 402 via DEN (Dep 15:45) - 6 Seats Open"}}}
+{"op":"add","path":"/elements/field-seat-class","value":{"type":"FormControl","props":{"label":"Cabin Class","input":"select-cabin"}}}
+{"op":"add","path":"/elements/select-cabin","value":{"type":"Select","props":{"name":"cabinSelect","value":{"$bindState":"/rebookForm/cabin"},"items":["opt-cab-econ","opt-cab-econplus","opt-cab-first"]}}}
+{"op":"add","path":"/elements/opt-cab-econ","value":{"type":"SelectItem","props":{"value":"Economy","label":"United Economy"}}}
+{"op":"add","path":"/elements/opt-cab-econplus","value":{"type":"SelectItem","props":{"value":"Economy Plus","label":"Economy Plus"}}}
+{"op":"add","path":"/elements/opt-cab-first","value":{"type":"SelectItem","props":{"value":"First / Business","label":"United First / Polaris"}}}
+{"op":"add","path":"/elements/rebook-form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-confirm-rebook","btn-issue-voucher"]}}}
+{"op":"add","path":"/elements/btn-confirm-rebook","value":{"type":"Button","props":{"label":"Confirm Rebooking & Issue Pass","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookSuccess","value":true}}}}}
+{"op":"add","path":"/elements/btn-issue-voucher","value":{"type":"Button","props":{"label":"Issue Hotel/Meal Voucher","variant":"secondary"}}}
+{"op":"add","path":"/state/rebookForm","value":{"paxName":"","origFlight":"","newFlight":"UA 1820 (Dep 16:30 - Direct)","cabin":"Economy"}}
+{"op":"add","path":"/elements/rebook-status-alert","value":{"type":"Alert","props":{"title":"Passenger Successfully Rebooked","description":"Boarding pass and updated itinerary sent via SMS/Email. Hotel voucher issued to passenger record.","variant":"success"},"visible":{"$state":"/rebookSuccess"}}}
+{"op":"add","path":"/elements/followup-section","value":{"type":"FollowUpBlock","props":{"items":["item-fu-1","item-fu-2","item-fu-3"]}}}
+{"op":"add","path":"/elements/item-fu-1","value":{"type":"FollowUpItem","props":{"text":"Show ground handling staff assignments for Gate B04"}}}
+{"op":"add","path":"/elements/item-fu-2","value":{"type":"FollowUpItem","props":{"text":"Generate hub weather delay forecast for next 4 hours"}}}
+{"op":"add","path":"/elements/item-fu-3","value":{"type":"FollowUpItem","props":{"text":"Auto-rebook remaining 24 passengers on cancelled UA 771"}}}
+{"op":"add","path":"/elements/hub-ops-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","stats-overview","tabs-navigation","tab-overview-content","tab-flights-content","tab-disruptions-content","tab-rebook-content","followup-section"]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..68edb20c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","accounts-card","spending-card","goals-credit-card","trans-card","quick-actions-card","settings-tabs-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","statement-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Personal Banking","subtitle":"Welcome back, Alex. Here is your financial overview."}}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Select Period","value":{"$bindState":"/selectedPeriod"},"items":["period-1","period-2","period-3"]}}}
+{"op":"add","path":"/elements/period-1","value":{"type":"SelectItem","props":{"label":"October 2023","value":"oct-2023"}}}
+{"op":"add","path":"/elements/period-2","value":{"type":"SelectItem","props":{"label":"September 2023","value":"sep-2023"}}}
+{"op":"add","path":"/elements/period-3","value":{"type":"SelectItem","props":{"label":"August 2023","value":"aug-2023"}}}
+{"op":"add","path":"/state/selectedPeriod","value":"oct-2023"}
+{"op":"add","path":"/elements/accounts-card","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["checking-card","savings-card","credit-card"]}}
+{"op":"add","path":"/elements/checking-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["chk-title","chk-amount","chk-num"]}}
+{"op":"add","path":"/elements/chk-title","value":{"type":"Heading","props":{"level":"h4","text":"Checking Account"}}}
+{"op":"add","path":"/elements/chk-amount","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"$${/accounts/checking}"}}}}
+{"op":"add central","path":"/elements/chk-num","value":{"type":"TextContent","props":{"size":"small","text":"•••• 4821"}}}
+{"op":"add","path":"/elements/savings-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["svg-title","svg-amount","svg-num"]}}
+{"op":"add","path":"/elements/svg-title","value":{"type":"Heading","props":{"level":"h4","text":"Savings Account"}}}
+{"op":"add","path":"/elements/svg-amount","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"$${/accounts/savings}"}}}}
+{"op":"add","path":"/elements/svg-num","value":{"type":"TextContent","props":{"size":"small","text":"•••• 9032"}}}
+{"op":"add","path":"/elements/credit-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["crc-title","crc-amount","crc-num"]}}
+{"op":"add","path":"/elements/crc-title","value":{"type":"Heading","props":{"level":"h4","text":"Credit Card"}}}
+{"op":"add","path":"/elements/crc-amount","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"$${/accounts/credit}"}}}}
+{"op":"add","path":"/elements/crc-num","value":{"type":"TextContent","props":{"size":"small","text":"•••• 1154"}}}
+{"op":"add","path":"/state/accounts","value":{"checking":"4,250.80","savings":"12,840.50","credit":"1,120.35"}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Monthly Spending","subtitle":"Breakdown by category for October 2023"}}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":{"$state":"/spendingCategories"},"values":{"$state":"/spendingValues"}}}}
+{"op":"add","path":"/state/spendingCategories","value":["Housing","Groceries","Dining Out","Utilities","Entertainment"]}
+{"op":"add","path":"/state/spendingValues","value":[1200,450,280,150,220]}
+{"op":"add","path":"/elements/goals-credit-card","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["vacation-goal-card","credit-score-card"]}}
+{"op":"add","path":"/elements/vacation-goal-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["goal-title","goal-progress","goal-details"]}}
+{"op":"add","path":"/elements/goal-title","value":{"type":"Heading","props":{"level":"h4","text":"Vacation Savings Goal"}}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/goal/progress"},"label":"Progress: 68%"}}}
+{"op":"add","path":"/elements/goal-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Saved $${/goal/current} of $${/goal/target}"}}}}
+{"op":"add","path":"/state/goal","value":{"current":"3,400","target":"5,000","progress":68}}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["score-title","score-badge","score-details"]}}
+{"op":"add","path":"/elements/score-title","value":{"type":"Heading","props":{"level":"h4","text":"Current Credit Score"}}}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Badge","props":{"text":{"$template":"${/creditScore/score} - ${/creditScore/rating}"},"variant":"default"}}}
+{"op":"add","path":"/elements/score-details","value":{"type":"TextContent","props":{"size":"small","text":"Updated Oct 1, 2023. Excellent standing."}}}
+{"op":"add","path":"/state/creditScore","value":{"score":765,"rating":"Excellent"}}
+{"op":"add","path":"/elements/trans-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["trans-header","trans-list","dispute-dialog"]}}
+{"op":"add","path":"/elements/trans-header","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"View account activity and dispute charges"}}}
+{"op":"add","path":"/elements/trans-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["trans-item-card"]}}
+{"op":"add","path":"/elements/trans-item-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["trans-info","trans-amount"]}}
+{"op":"add","path":"/elements/trans-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["trans-merchant","trans-date"]}}
+{"op":"add","path":"/elements/trans-merchant","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"merchant"}}}}
+{"op":"add","path":"/elements/trans-date","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"date"}}}}
+{"op":"add","path":"/elements/trans-amount","value":{"type":"TextContent","props":{"size":"default","text":{"$item":"amount"}}}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Oct 24, 2023","amount":"-$84.32"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Tech Subscription Services","date":"Oct 22, 2023","amount":"-$14.99"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Chevron Gas Station","date":"Oct 21, 2023","amount":"-$45.00"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Employer Payroll Direct Deposit","date":"Oct 15, 2023","amount":"+$2,450.00"}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispute a Transaction","triggerVariant":"outline","title":"Dispute Transaction","description":"Select a transaction and state the reason for disputing."},"children":["dispute-form"]}}
+{"op":"add","path":"/elements/dispute-form","value":{"type":"Form","props":{"name":"disputeForm","buttons":"dispute-btns","fields":["dispute-trans-control","dispute-reason-control"]}}}
+{"op":"add","path":"/elements/dispute-trans-control","value":{"type":"FormControl","props":{"label":"Select Transaction","input":"dispute-trans-select"}}}
+{"op":"add","path":"/elements/dispute-trans-select","value":{"type":"Select","props":{"name":"disputeTransId","placeholder":"Choose a charge","value":{"$bindState":"/dispute/selectedId"},"items":["dispute-opt-1","dispute-opt-2"]}}}
+{"op":"add","path":"/elements/dispute-opt-1","value":{"type":"SelectItem","props":{"label":"Whole Foods Market (-$84.32)","value":"t1"}}}
+{"op":"add","path":"/elements/dispute-opt-2","value":{"type":"SelectItem","props":{"label":"Tech Subscription Services (-$14.99)","value":"t2"}}}
+{"op":"add","path":"/elements/dispute-reason-control","value":{"type":"FormControl","props":{"label":"Reason for Dispute","input":"dispute-reason-input"}}}
+{"op":"add","path":"/elements/dispute-reason-input","value":{"type":"TextArea","props":{"name":"disputeReason","placeholder":"Describe why you are disputing this charge...","value":{"$bindState":"/dispute/reason"}}}}
+{"op":"add","path":"/elements/dispute-btns","value":{"type":"Buttons","props":{"buttons":["submit-dispute-btn"]}}}
+{"op":"add","path":"/elements/submit-dispute-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary"}}}
+{"op":"add","path":"/state/dispute","value":{"selectedId":"","reason":""}}
+{"op":"add","path":"/elements/quick-actions-card","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["transfer-card","bills-card"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["transfer-header","transfer-from-ctrl","transfer-to-ctrl","transfer-amt-ctrl","transfer-btn"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Transfer Money","subtitle":"Move funds between accounts instantly"}}}
+{"op":"add","path":"/elements/transfer-from-ctrl","value":{"type":"FormControl","props":{"label":"From Account","input":"transfer-from-select"}}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transferFrom","value":{"$bindState":"/transfer/from"},"items":["tf-chk","tf-svg"]}}}
+{"op":"add","path":"/elements/tf-chk","value":{"type":"SelectItem","props":{"label":"Checking Account ($4,250.80)","value":"checking"}}}
+{"op":"add","path":"/elements/tf-svg","value":{"type":"SelectItem","props":{"label":"Savings Account ($12,840.50)","value":"savings"}}}
+{"op":"add","path":"/elements/transfer-to-ctrl","value":{"type":"FormControl","props":{"label":"To Account","input":"transfer-to-select"}}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","value":{"$bindState":"/transfer/to"},"items":["tt-svg","tt-chk","tt-crc"]}}}
+{"op":"add","path":"/elements/tt-svg","value":{"type":"SelectItem","props":{"label":"Savings Account","value":"savings"}}}
+{"op":"add","path":"/elements/tt-chk","value":{"type":"SelectItem","props":{"label":"Checking Account","value":"checking"}}}
+{"op":"add","path":"/elements/tt-crc","value":{"type":"SelectItem","props":{"label":"Credit Card Payment","value":"credit"}}}
+{"op":"add","path":"/elements/transfer-amt-ctrl","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"transfer-amt-input"}}}
+{"op":"add","path":"/elements/transfer-amt-input","value":{"type":"Input","props":{"name":"transferAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}}}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Submit Transfer","variant":"primary"}}}
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":""}}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Upcoming automated & manual payments"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-item-card"]}}
+{"op":"add","path":"/elements/bill-item-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["bill-info","bill-amt-badge"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Due ${dueDate}"}}}}
+{"op":"add","path":"/elements/bill-amt-badge","value":{"type":"Badge","props":{"text":{"$item":"amount"},"variant":"secondary"}}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric & Power Co.","dueDate":"Oct 28","amount":"$85.20"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"City Water Utility","dueDate":"Nov 02","amount":"$42.00"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Fiber Internet","dueDate":"Nov 05","amount":"$70.00"}}
+{"op":"add","path":"/elements/settings-tabs-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["controls-tabs"]}}
+{"op":"add","path":"/elements/controls-tabs","value":{"type":"Tabs","props":{"items":["tab-freeze","tab-alerts"]}}}
+{"op":"add","path":"/elements/tab-freeze","value":{"type":"TabItem","props":{"value":"freeze","trigger":"Card Controls","content":["freeze-card-content"]}}}
+{"op":"add","path":"/elements/freeze-card-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["freeze-title","freeze-switch","freeze-alert"]}}
+{"op":"add","path":"/elements/freeze-title","value":{"type":"CardHeader","props":{"title":"Credit Line Protection","subtitle":"Temporarily lock your credit card to block new purchases."}}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchGroup","props":{"name":"freezeControls","items":["freeze-item"]}}}
+{"op":"add","path":"/elements/freeze-item","value":{"type":"SwitchItem","props":{"name":"isFrozen","label":"Freeze Credit Line","description":"Prevent all new transactions and cash advances","defaultChecked":false}}}
+{"op":"add","path":"/elements/freeze-alert","value":{"type":"Alert","props":{"title":"Credit Card is Frozen","description":"Un-freeze your card anytime to resume normal spending.","variant":"warning"},"visible":{"$state":"/isFrozen"}}}
+{"op":"add","path":"/elements/tab-alerts","value":{"type":"TabItem","props":{"value":"alerts","trigger":"Alert Settings","content":["alerts-card-content"]}}}
+{"op":"add","path":"/elements/alerts-card-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alerts-title","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-title","value":{"type":"CardHeader","props":{"title":"Notification Triggers","subtitle":"Manage when and how you receive security and activity alerts."}}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alertTriggers","items":["alert-item-1","alert-item-2","alert-item-3"]}}}
+{"op":"add","path":"/elements/alert-item-1","value":{"type":"SwitchItem","props":{"name":"alertLargeTrans","label":"Large Transactions","description":"Notify me when a purchase exceeds $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-item-2","value":{"type":"SwitchItem","props":{"name":"alertLowBal","label":"Low Balance Warning","description":"Notify me when checking falls below $500","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-item-3","value":{"type":"SwitchItem","props":{"name":"alertForeign","label":"International Charges","description":"Notify me of foreign transaction activity","defaultChecked":false}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..246d02013
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","accounts-grid","widgets-grid","interactive-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["user-info","header-actions"]}}
+{"op":"add","path":"/elements/user-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","user-titles"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":"JD","src":""},"children":[]}}
+{"op":"add","path":"/elements/user-titles","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["welcome-heading","user-subtext"]}}
+{"op":"add","path":"/elements/welcome-heading","value":{"type":"Heading","props":{"text":"Welcome back, Jane","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/user-subtext","value":{"type":"TextContent","props":{"text":"Member since 2018 • Premier Banking","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["statement-select","freeze-credit-switch"]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Select Statement Period","value":{"$bindState":"/selectedStatementPeriod"},"size":"small"},"children":["stmt-1","stmt-2","stmt-3"]}}
+{"op":"add","path":"/elements/stmt-1","value":{"type":"SelectItem","props":{"label":"October 2023","value":"2023-10"},"children":[]}}
+{"op":"add","path":"/elements/stmt-2","value":{"type":"SelectItem","props":{"label":"September 2023","value":"2023-09"},"children":[]}}
+{"op":"add","path":"/elements/stmt-3","value":{"type":"SelectItem","props":{"label":"August 2023","value":"2023-08"},"children":[]}}
+{"op":"add","path":"/state/selectedStatementPeriod","value":"2023-10"}
+{"op":"add","path":"/elements/freeze-credit-switch","value":{"type":"SwitchItem","props":{"name":"creditFreeze","label":"Freeze Credit Line","defaultChecked":{"$bindState":"/creditFrozen"}},"on":{"press":{"action":"setState","params":{"statePath":"/creditFrozen","value":{"$cond":{"$state":"/creditFrozen"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/accounts-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["card-checking","card-savings","card-credit"]}}
+{"op":"add","path":"/elements/card-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["checking-title","checking-balance","checking-account-num"]}}
+{"op":"add","path":"/elements/checking-title","value":{"type":"TextContent","props":{"text":"Checking Account","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/checking-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/checking}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/checking-account-num","value":{"type":"TextContent","props":{"text":"•••• 4821","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/card-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["savings-title","savings-balance","savings-account-num"]}}
+{"op":"add","path":"/elements/savings-title","value":{"type":"TextContent","props":{"text":"Savings Account","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/savings-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/savings}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/savings-account-num","value":{"type":"TextContent","props":{"text":"•••• 9012","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/card-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["credit-title-badge","credit-balance","credit-status-row"]}}
+{"op":"add","path":"/elements/credit-title-badge","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["credit-title","credit-freeze-badge"]}}
+{"op":"add","path":"/elements/credit-title","value":{"type":"TextContent","props":{"text":"Credit Card Line","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/credit-freeze-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/creditFrozen"},"$then":"FROZEN","$else":"ACTIVE"},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/credit-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/credit}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/credit-status-row","value":{"type":"TextContent","props":{"text":"•••• 3341 (Limit $10,000)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":{"checking":"12,450.80","savings":"34,120.50","credit":"1,840.25"}}
+{"op":"add","path":"/elements/widgets-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["credit-score-card","vacation-goal-card","spending-card"]}}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cs-header","cs-score-display","cs-progress","cs-status-tag"]}}
+{"op":"add","path":"/elements/cs-header","value":{"type":"CardHeader","props":{"title":"Credit Score","subtitle":"Updated Oct 1, 2023"},"children":[]}}
+{"op":"add","path":"/elements/cs-score-display","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"baseline","gap":"xs"},"children":["cs-number","cs-max"]}}
+{"op":"add","path":"/elements/cs-number","value":{"type":"Heading","props":{"text":{"$template":"${/creditScore/score}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cs-max","value":{"type":"TextContent","props":{"text":"/ 850","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cs-progress","value":{"type":"Progress","props":{"value":88,"label":"Excellent Credit Rating"},"children":[]}}
+{"op":"add","path":"/elements/cs-status-tag","value":{"type":"Tag","props":{"text":"Top 10% of Borrowers","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"score":785,"rating":"Excellent"}}
+{"op":"add","path":"/elements/vacation-goal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["vacation-header","vacation-amounts","vacation-progress","vacation-subtext"]}}
+{"op":"add","path":"/elements/vacation-header","value":{"type":"CardHeader","props":{"title":"Vacation Savings Goal","subtitle":"Hawaii Summer 2024"},"children":[]}}
+{"op":"add","path":"/elements/vacation-amounts","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["vacation-current","vacation-target"]}}
+{"op":"add","path":"/elements/vacation-current","value":{"type":"Heading","props":{"text":{"$template":"$${/vacationGoal/current}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/vacation-target","value":{"type":"TextContent","props":{"text":{"$template":"Goal: $${/vacationGoal/target}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vacation-progress","value":{"type":"Progress","props":{"value":70,"label":"70% Saved"},"children":[]}}
+{"op":"add","path":"/elements/vacation-subtext","value":{"type":"TextContent","props":{"text":"On track! $1,500 remaining to hit target.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"current":"3,500","target":"5,000","percentage":70}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["spending-header","spending-pie"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Monthly Spending","subtitle":"Split by category for October"},"children":[]}}
+{"op":"add","path":"/elements/spending-pie","value":{"type":"PieChart","props":{"labels":["Groceries","Dining","Utilities","Entertainment","Shopping"],"values":[650,420,310,240,580],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/interactive-tabs","value":{"type":"Tabs","props":{"items":["tab-transactions","tab-transfer","tab-bills","tab-dispute","tab-alerts"]},"children":[]}}
+{"op":"add","path":"/elements/tab-transactions","value":{"type":"TabItem","props":{"trigger":"Recent Transactions","value":"transactions","content":["transactions-list-card"]},"children":[]}}
+{"op":"add","path":"/elements/transactions-list-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["tx-header","tx-container"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/tx-container","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["tx-merchant-date","tx-amount-category"]}}
+{"op":"add","path":"/elements/tx-merchant-date","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tx-amount-category","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"none"},"children":["tx-amount","tx-category"]}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tx-category","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"tx1","merchant":"Whole Foods Market","date":"Oct 24, 2023","amount":"-$124.50","category":"Groceries"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"tx2","merchant":"Netflix Subscription","date":"Oct 22, 2023","amount":"-$15.99","category":"Entertainment"}}
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+{"op":"add","path":"/state/transactions/3","value":{"id":"tx4","merchant":"Electric Utility Co","date":"Oct 18, 2023","amount":"-$88.20","category":"Utilities"}}
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+{"op":"add","path":"/elements/select-from","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"Select Account","value":{"$bindState":"/transfer/from"}},"children":["opt-f1","opt-f2"]}}
+{"op":"add","path":"/elements/opt-f1","value":{"type":"SelectItem","props":{"label":"Checking Account (•••• 4821)","value":"checking"},"children":[]}}
+{"op":"add","path":"/elements/opt-f2","value":{"type":"SelectItem","props":{"label":"Savings Account (•••• 9012)","value":"savings"},"children":[]}}
+{"op":"add","path":"/elements/field-to","value":{"type":"FormControl","props":{"label":"To Account","input":"select-to"},"children":[]}}
+{"op":"add","path":"/elements/select-to","value":{"type":"Select","props":{"name":"toAccount","placeholder":"Select Account","value":{"$bindState":"/transfer/to"}},"children":["opt-t1","opt-t2","opt-t3"]}}
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+{"op":"add","path":"/elements/opt-t2","value":{"type":"SelectItem","props":{"label":"Checking Account (•••• 4821)","value":"checking"},"children":[]}}
+{"op":"add","path":"/elements/opt-t3","value":{"type":"SelectItem","props":{"label":"Credit Card Payment (•••• 3341)","value":"credit"},"children":[]}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount","hint":"Available in Checking: $12,450.80"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
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+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":""}}
+{"op":"add","path":"/state/transferSuccess","value":false}
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+{"op":"add","path":"/state/bills","value":[]}
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+{"op":"add","path":"/elements/dreason-2","value":{"type":"SelectItem","props":{"label":"Incorrect Amount Charged","value":"incorrect_amount"},"children":[]}}
+{"op":"add","path":"/elements/dreason-3","value":{"type":"SelectItem","props":{"label":"Charged Twice for Same Item","value":"duplicate"},"children":[]}}
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+{"op":"add","path":"/state/disputeSubmitted","value":false}
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+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Alert Triggers","subtitle":"Choose what events trigger immediate notifications"},"children":[]}}
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+{"op":"add","path":"/elements/sw-large-tx","value":{"type":"SwitchItem","props":{"name":"largeTxAlert","label":"Large Transaction Alert","description":"Notify when a transaction exceeds $250.00","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/sw-low-bal","value":{"type":"SwitchItem","props":{"name":"lowBalAlert","label":"Low Balance Warning","description":"Notify when checking balance drops below $500.00","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/sw-international","value":{"type":"SwitchItem","props":{"name":"intlAlert","label":"International Usage","description":"Notify on any foreign or international charges","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/sw-bill-reminder","value":{"type":"SwitchItem","props":{"name":"billReminderAlert","label":"Upcoming Bill Reminders","description":"Receive alert 3 days before a bill due date","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/sw-credit-change","value":{"type":"SwitchItem","props":{"name":"creditScoreAlert","label":"Credit Score Updates","description":"Notify when monthly credit score is refreshed","defaultChecked":false},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..9be753966
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,125 @@
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+{"op":"add","path":"/elements/sub-greeting","value":{"type":"TextContent","props":{"size":"small","text":"Account Overview & Financial Hub"},"children":[]}}
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+{"op":"add","path":"/state/creditScore","value":{"score":768,"status":"Excellent","updated":"Yesterday"}}
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+{"op":"add","path":"/state/selectedStatement","value":"2024-05"}
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+{"op":"add","path":"/elements/upcoming-bills-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["bills-title","bills-list"]}}
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+{"op":"add","path":"/elements/bill-3","value":{"type":"ListItem","props":{"actionLabel":"Auto-pay On","subtitle":"Due in 10 days (Jun 03)","title":"Streaming Services - $24.99"},"children":[]}}
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+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["tx-title","tx-table"]}}
+{"op":"add","path":"/elements/tx-title","value":{"type":"Heading","props":{"level":"h4","text":"Recent Transactions"},"children":[]}}
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+{"op":"add","path":"/elements/col-merchant","value":{"type":"Col","props":{"data":["Whole Foods Market","Uber Trip","Starbucks Coffee","Target","Netflix Subscription"],"label":"Merchant","type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/acc-to-sav","value":{"type":"SelectItem","props":{"label":"Savings (...9102)","value":"savings"},"children":[]}}
+{"op":"add","path":"/elements/acc-to-chk","value":{"type":"SelectItem","props":{"label":"Checking (...4829)","value":"checking"},"children":[]}}
+{"op":"add","path":"/elements/acc-to-crd","value":{"type":"SelectItem","props":{"label":"Credit Card Paydown (...1104)","value":"credit"},"children":[]}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"hint":"Enter amount in USD","input":"input-amount","label":"Amount ($)"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/field-note","value":{"type":"FormControl","props":{"input":"input-note","label":"Memo / Note (Optional)"},"children":[]}}
+{"op":"add","path":"/elements/input-note","value":{"type":"Input","props":{"name":"note","placeholder":"e.g. Vacation savings deposit","type":"text","value":{"$bindState":"/transfer/note"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-transfer"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-transfer","value":{"type":"Button","props":{"label":"Confirm & Transfer Now","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/success","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-status-callout","value":{"type":"Callout","props":{"description":"Your funds have been transferred successfully between accounts.","title":"Transfer Complete","variant":"success"},"visible":{"$state":"/transfer/success"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"amount":"","from":"checking","note":"","success":false,"to":"savings"}}
+{"op":"add","path":"/elements/tab-alerts","value":{"type":"TabItem","props":{"content":["alerts-card"],"trigger":"Manage Alerts","value":"alerts"},"children":[]}}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["alerts-header","alerts-switch-group","alerts-threshold-slider","alerts-saved-alert"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"subtitle":"Configure which triggers send SMS or email notifications","title":"Notification & Alert Triggers"},"children":[]}}
+{"op":"add","path":"/elements/alerts-switch-group","value":{"type":"SwitchGroup","props":{"items":["sw-large-tx","sw-low-bal","sw-bill-due","sw-login-new"],"name":"alertTriggers"},"children":[]}}
+{"op":"add","path":"/elements/sw-large-tx","value":{"type":"SwitchItem","props":{"defaultChecked":true,"description":"Alert when a purchase exceeds the threshold","label":"Large Purchase Alert","name":"alertLargeTx"},"children":[]}}
+{"op":"add","path":"/elements/sw-low-bal","value":{"type":"SwitchItem","props":{"defaultChecked":true,"description":"Alert when checking balance drops below $500","label":"Low Balance Warning","name":"alertLowBal"},"children":[]}}
+{"op":"add","path":"/elements/sw-bill-due","value":{"type":"SwitchItem","props":{"defaultChecked":true,"description":"Reminder 3 days before upcoming bill due dates","label":"Bill Due Reminders","name":"alertBillDue"},"children":[]}}
+{"op":"add","path":"/elements/sw-login-new","value":{"type":"SwitchItem","props":{"defaultChecked":false,"description":"Alert when account is accessed from an unrecognized device","label":"New Device Login","name":"alertNewLogin"},"children":[]}}
+{"op":"add","path":"/elements/alerts-threshold-slider","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["slider-label","large-tx-slider"]}}
+{"op":"add","path":"/elements/slider-label","value":{"type":"Label","props":{"text":{"$template":"Large Transaction Threshold: $${/alertThreshold}"}},"children":[]}}
+{"op":"add","path":"/elements/large-tx-slider","value":{"type":"Slider","props":{"defaultValue":[250],"max":1000,"min":50,"name":"txThreshold","step":25,"variant":"continuous"},"watch":{"/txThreshold":{"action":"setState","params":{"statePath":"/alertThreshold","value":{"$state":"/txThreshold"}}}},"children":[]}}
+{"op":"add","path":"/elements/alerts-saved-alert","value":{"type":"Alert","props":{"description":"Alert preferences are updated in real-time.","title":"Settings Synced","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":250}
+{"op":"add","path":"/elements/tab-dispute","value":{"type":"TabItem","props":{"content":["dispute-card"],"trigger":"Dispute Transaction","value":"dispute"},"children":[]}}
+{"op":"add","path":"/elements/dispute-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["dispute-header","dispute-form","dispute-success-callout"]}}
+{"op":"add","path":"/elements/dispute-header","value":{"type":"CardHeader","props":{"subtitle":"Report an unauthorized, incorrect, or fraudulent transaction","title":"File a Transaction Dispute"},"children":[]}}
+{"op":"add","path":"/elements/dispute-form","value":{"type":"Form","props":{"buttons":"dispute-buttons","fields":["field-tx-select","field-dispute-reason","field-dispute-details"],"name":"disputeForm"},"children":[]}}
+{"op":"add","path":"/elements/field-tx-select","value":{"type":"FormControl","props":{"input":"select-tx-dispute","label":"Select Transaction to Dispute"},"children":[]}}
+{"op":"add","path":"/elements/select-tx-dispute","value":{"type":"Select","props":{"items":["tx-item-1","tx-item-2","tx-item-3","tx-item-4"],"name":"disputeTx","value":{"$bindState":"/dispute/txId"}},"children":[]}}
+{"op":"add","path":"/elements/tx-item-1","value":{"type":"SelectItem","props":{"label":"May 24 - Whole Foods Market ($124.30)","value":"tx101"},"children":[]}}
+{"op":"add","path":"/elements/tx-item-2","value":{"type":"SelectItem","props":{"label":"May 23 - Uber Trip ($22.50)","value":"tx102"},"children":[]}}
+{"op":"add","path":"/elements/tx-item-3","value":{"type":"SelectItem","props":{"label":"May 20 - Target ($89.40)","value":"tx103"},"children":[]}}
+{"op":"add","path":"/elements/tx-item-4","value":{"type":"SelectItem","props":{"label":"May 19 - Unknown Merchant ($45.00)","value":"tx104"},"children":[]}}
+{"op":"add","path":"/elements/field-dispute-reason","value":{"type":"FormControl","props":{"input":"radio-dispute-reason","label":"Reason for Dispute"},"children":[]}}
+{"op":"add","path":"/elements/radio-dispute-reason","value":{"type":"RadioGroup","props":{"defaultValue":"unauthorized","items":["r1","r2","r3","r4"],"name":"disputeReason","value":{"$bindState":"/dispute/reason"}},"children":[]}}
+{"op":"add","path":"/elements/r1","value":{"type":"RadioItem","props":{"description":"I did not make or authorize this purchase","label":"Unauthorized / Fraudulent Charge","value":"unauthorized"},"children":[]}}
+{"op":"add","path":"/elements/r2","value":{"type":"RadioItem","props":{"description":"Charged twice or incorrect amount","label":"Incorrect Amount / Duplicate","value":"incorrect_amount"},"children":[]}}
+{"op":"add","path":"/elements/r3","value":{"type":"RadioItem","props":{"description":"Paid via another method or canceled order","label":"Merchandise Not Received / Returned","value":"not_received"},"children":[]}}
+{"op":"add","path":"/elements/r4","value":{"type":"RadioItem","props":{"description":"Other issue with merchant","label":"Other Issue","value":"other"},"children":[]}}
+{"op":"add","path":"/elements/field-dispute-details","value":{"type":"FormControl","props":{"hint":"Provide any relevant context or details for our team","input":"textarea-dispute","label":"Additional Details"},"children":[]}}
+{"op":"add","path":"/elements/textarea-dispute","value":{"type":"TextArea","props":{"name":"disputeNotes","placeholder":"Explain what happened...","rows":3,"value":{"$bindState":"/dispute/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispute-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-dispute"]},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-dispute","value":{"type":"Button","props":{"label":"Submit Dispute Claim","type":"destructive","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/dispute-success-callout","value":{"type":"Callout","props":{"description":"Your dispute reference code is #DSP-89214. A provisional credit may be issued within 1-2 business days while we review the charge.","title":"Dispute Claim Filed","variant":"warning"},"visible":{"$state":"/dispute/submitted"},"children":[]}}
+{"op":"add","path":"/state/dispute","value":{"notes":"","reason":"unauthorized","submitted":false,"txId":"tx104"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..8cb939229
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,131 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["header-card","accounts-grid","middle-grid","bottom-grid","management-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","statement-period-select"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Personal Banking Dashboard","subtitle":"Welcome back, Alex. Here is your financial overview."}}}
+{"op":"add","path":"/elements/statement-period-select","value":{"type":"Select","props":{"name":"statementPeriod","value":{"$bindState":"/selectedPeriod"},"items":["period-1","period-2","period-3"],"placeholder":"Select Period"}}}
+{"op":"add","path":"/elements/period-1","value":{"type":"SelectItem","props":{"value":"oct-2023","label":"October 2023"}}}
+{"op":"add","path":"/elements/period-2","value":{"type":"SelectItem","props":{"value":"sep-2023","label":"September 2023"}}}
+{"op":"add","path":"/elements/period-3","value":{"type":"SelectItem","props":{"value":"aug-2023","label":"August 2023"}}}
+{"op":"add","path":"/state/selectedPeriod","value":"oct-2023"}
+
+{"op":"add","path":"/elements/accounts-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["account-checking","account-savings","account-credit"]}}
+{"op":"add","path":"/elements/account-checking","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["chk-title","chk-balance","chk-type"]}}
+{"op":"add","path":"/elements/chk-title","value":{"type":"TextContent","props":{"text":"Checking Account","size":"small"}}}
+{"op":"add","path":"/elements/chk-balance","value":{"type":"Heading","props":{"text":{"$state":"/accounts/checking/balance"},"level":"h2"}}}
+{"op":"add","path":"/elements/chk-type","value":{"type":"Badge","props":{"text":"*4821 • Active","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/account-savings","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["svg-title","svg-balance","svg-type"]}}
+{"op":"add","path":"/elements/svg-title","value":{"type":"TextContent","props":{"text":"High Yield Savings","size":"small"}}}
+{"op":"add","path":"/elements/svg-balance","value":{"type":"Heading","props":{"text":{"$state":"/accounts/savings/balance"},"level":"h2"}}}
+{"op":"add","path":"/elements/svg-type","value":{"type":"Badge","props":{"text":"*9904 • 4.5% APY","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/account-credit","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["crd-header","crd-balance","crd-actions"]}}
+{"op":"add","path":"/elements/crd-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["crd-title","crd-freeze-switch"]}}
+{"op":"add","path":"/elements/crd-title","value":{"type":"TextContent","props":{"text":"Rewards Credit Card","size":"small"}}}
+{"op":"add","path":"/elements/crd-freeze-switch","value":{"type":"SwitchItem","props":{"name":"creditFrozen","label":"Freeze Line","defaultChecked":{"$state":"/creditCard/frozen"}},"on":{"change":{"action":"setState","params":{"statePath":"/creditCard/frozen","value":{"$state":"/creditCard/frozen","not":true}}}}}}
+{"op":"add","path":"/elements/crd-balance","value":{"type":"Heading","props":{"text":{"$state":"/accounts/credit/balance"},"level":"h2"}}}
+{"op":"add","path":"/elements/crd-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["crd-status","crd-limit"]}}
+{"op":"add","path":"/elements/crd-status","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/creditCard/frozen"},"$then":"FROZEN","$else":"*3310 • Active"},"variant":{"$cond":{"$state":"/creditCard/frozen"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/crd-limit","value":{"type":"TextContent","props":{"text":"Limit: $10,000","size":"small"}}}
+
+{"op":"add","path":"/state/accounts","value":{"checking":{"balance":"$5,420.50"},"savings":{"balance":"$18,250.00"},"credit":{"balance":"$1,120.80"}}}
+{"op":"add","path":"/state/creditCard","value":{"frozen":false}}
+
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["spending-card","credit-score-card","savings-goal-card"]}}
+
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Category Spending","subtitle":"This Month"}}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/amounts"},"variant":"donut"}}}
+
+{"op":"state/spending","value":{"categories":["Housing","Groceries","Dining","Utilities","Entertainment"],"amounts":[1450,420,280,195,150]}}
+
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"card","gap":"m","align":"center","justify":"between"},"children":["score-header","score-progress","score-details"]}}
+{"op":"add","path":"/elements/score-header","value":{"type":"CardHeader","props":{"title":"Credit Score","subtitle":"FICO® Score 8"}}}
+{"op":"add","path":"/elements/score-progress","value":{"type":"Progress","props":{"value":76,"label":"760 / 850"}}}
+{"op":"add","path":"/elements/score-details","value":{"type":"Tag","props":{"text":"Excellent Rating","variant":"success","size":"md"}}}
+
+{"op":"add","path":"/elements/savings-goal-card","value":{"type":"Card","props":{"variant":"card","gap":"m","justify":"between"},"children":["goal-header","goal-progress-container","goal-action"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"CardHeader","props":{"title":"Vacation Savings Goal","subtitle":"Target: $5,000 by July"}}}
+{"op":"add","path":"/elements/goal-progress-container","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["goal-progress","goal-amounts"]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":65,"label":"65% Completed"}}}
+{"op":"add","path":"/elements/goal-amounts","value":{"type":"TextContent","props":{"text":"**$3,250.00** saved of $5,000.00","size":"small"}}}
+{"op":"add","path":"/elements/goal-action","value":{"type":"Button","props":{"label":"Deposit to Goal","variant":"secondary","size":"small"}}}
+
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["transactions-card","transfer-card"]}}
+
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["tx-header","tx-list","dispute-dialog"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"Latest account activity"}}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-item"]}}
+{"op":"add","path":"/elements/tx-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["tx-info","tx-amount"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"}}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"}}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"Heading","props":{"text":{"$item":"amount"},"level":"h4"}}}
+
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Oct 24, 2023","amount":"-$84.32"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Starbucks Coffee","date":"Oct 23, 2023","amount":"-$5.75"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"TechCorp Salary Deposit","date":"Oct 20, 2023","amount":"+$2,450.00"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Netflix Subscription","date":"Oct 18, 2023","amount":"-$15.99"}}
+
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispute a Transaction","triggerVariant":"outline","title":"Dispute Transaction","description":"Select a transaction and provide details for review.","content":["dispute-form"]}}}
+{"op":"add","path":"/elements/dispute-form","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["dispute-select-control","dispute-reason-control","dispute-submit-btn"]}}
+{"op":"add","path":"/elements/dispute-select-control","value":{"type":"FormControl","props":{"label":"Select Transaction","input":"dispute-tx-select"}}}
+{"op":"add","path":"/elements/dispute-tx-select","value":{"type":"Select","props":{"name":"disputeTx","value":{"$bindState":"/dispute/txId"},"items":["d-opt-1","d-opt-2","d-opt-3"],"placeholder":"Choose transaction"}}}
+{"op":"add","path":"/elements/d-opt-1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods Market ($84.32)"}}}
+{"op":"add","path":"/elements/d-opt-2","value":{"type":"SelectItem","props":{"value":"t2","label":"Starbucks Coffee ($5.75)"}}}
+{"op":"add","path":"/elements/d-opt-3","value":{"type":"SelectItem","props":{"value":"t4","label":"Netflix Subscription ($15.99)"}}}
+{"op":"add","path":"/elements/dispute-reason-control","value":{"type":"FormControl","props":{"label":"Reason for Dispute","input":"dispute-reason-text"}}}
+{"op":"add","path":"/elements/dispute-reason-text","value":{"type":"TextArea","props":{"name":"disputeReason","placeholder":"Describe why you are disputing this charge...","value":{"$bindState":"/dispute/reason"}}}}
+{"op":"add","path":"/elements/dispute-submit-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/submitted","value":true}}}}}
+{"op":"add","path":"/state/dispute","value":{"txId":"","reason":"","submitted":false}}
+
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["transfer-header","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move Money","subtitle":"Instant internal transfer"}}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["from-control","to-control","amount-control","transfer-submit"]}}
+
+{"op":"add","path":"/elements/from-control","value":{"type":"FormControl","props":{"label":"From Account","input":"from-account-select"}}}
+{"op":"add","path":"/elements/from-account-select","value":{"type":"Select","props":{"name":"fromAccount","value":{"$bindState":"/transfer/from"},"items":["acc-chk","acc-svg"],"placeholder":"Select source"}}}
+{"op":"add","path":"/elements/acc-chk","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking (*4821)"}}}
+{"op":"add","path":"/elements/acc-svg","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings (*9904)"}}}
+
+{"op":"add","path":"/elements/to-control","value":{"type":"FormControl","props":{"label":"To Account","input":"to-account-select"}}}
+{"op":"add","path":"/elements/to-account-select","value":{"type":"Select","props":{"name":"toAccount","value":{"$bindState":"/transfer/to"},"items":["acc-chk-to","acc-svg-to","acc-crd-to"],"placeholder":"Select destination"}}}
+{"op":"add","path":"/elements/acc-chk-to","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking (*4821)"}}}
+{"op":"add","path":"/elements/acc-svg-to","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings (*9904)"}}}
+{"op":"add","path":"/elements/acc-crd-to","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card (*3310)"}}}
+
+{"op":"add","path":"/elements/amount-control","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"transfer-amount-input"}}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"transferAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}}}}
+
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Transfer Funds","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/status","value":"Transfer complete!"}}}}}
+
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":"","status":""}}
+
+{"op":"add","path":"/elements/management-tabs","value":{"type":"Tabs","props":{"items":["tab-bills","tab-alerts"]}}}
+
+{"op":"add","path":"/elements/tab-bills","value":{"type":"TabItem","props":{"value":"bills","trigger":"Upcoming Bills","content":["bills-container"]}}}
+{"op":"add","path":"/elements/bills-container","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Never miss a payment deadline"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-item"]}}
+{"op":"add","path":"/elements/bill-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-info","bill-action-container"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$item":"dueDate"},"size":"small"}}}
+{"op":"add","path":"/elements/bill-action-container","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["bill-amount","bill-pay-btn"]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"Heading","props":{"text":{"$item":"amount"},"level":"h4"}}}
+{"op":"add","path":"/elements/bill-pay-btn","value":{"type":"Button","props":{"label":"Pay Now","variant":"secondary","size":"small"}}}
+
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric Utility","dueDate":"Due in 3 days (Oct 29)","amount":"$142.50"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Fiber Internet","dueDate":"Due in 6 days (Nov 1)","amount":"$79.99"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Auto Insurance","dueDate":"Due in 12 days (Nov 7)","amount":"$185.00"}}
+
+{"op":"add","path":"/elements/tab-alerts","value":{"type":"TabItem","props":{"value":"alerts","trigger":"Alert Settings","content":["alerts-container"]}}}
+{"op":"add","path":"/elements/alerts-container","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["alerts-header","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Manage Notification Alerts","subtitle":"Choose what events trigger instant notifications"}}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alertTriggers","variant":"sunk","items":["alert-sw-1","alert-sw-2","alert-sw-3","alert-sw-4"]}}}
+{"op":"add","path":"/elements/alert-sw-1","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large Purchase Alerts","description":"Notify me of any transaction exceeding $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-sw-2","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low Balance Warnings","description":"Notify me when checking account falls below $500","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-sw-3","value":{"type":"SwitchItem","props":{"name":"billReminder","label":"Bill Due Reminders","description":"Send a reminder 3 days before a scheduled bill is due","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-sw-4","value":{"type":"SwitchItem","props":{"name":"intlCharges","label":"International Charges","description":"Notify me immediately if card is used abroad","defaultChecked":false}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..39a5064e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,96 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","platform-filter","metrics-overview","analytics-row","content-schedule-row","collaboration-comments-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio Dashboard","subtitle":"Cross-Platform Performance, Content Scheduling & Community Hub"}}}
+{"op":"add","path":"/elements/platform-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["filter-label","filter-select"]}}
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+{"op":"add","path":"/state/comments/0","value":{"id":"c1","author":"@techie_sam","platform":"YouTube","text":"What camera lens did you use for the setup tour shot at 2:15?"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"c2","author":"@sarah_creates","platform":"Instagram","text":"Can you share the link to that ergonomic desk chair?"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"c3","author":"@dev_mike","platform":"TikTok","text":"Part 2 please! Would love to see the software side."}}
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+{"op":"add","path":"/elements/collab-2-desc","value":{"type":"TextContent","props":{"text":"Sponsorship integration in upcoming video showcasing your setup workflow. Standard 30-day payment terms.","size":"small"}}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r2.txt
new file mode 100644
index 000000000..e69920079
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r2.txt
@@ -0,0 +1,111 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"gap":"l","variant":"clear"},"children":["header-card","filter-card","kpi-grid","charts-row","content-row","management-row","schedule-drawer-block"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-text","header-actions"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Creator Studio Pro","subtitle":"Cross-Platform Performance & Operations Dashboard"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["best-time-tag","create-post-btn"]}}
+{"op":"add","path":"/elements/best-time-tag","value":{"type":"Tag","props":{"text":{"$template":"Best Time to Post: ${/bestPostingTime}"},"variant":"info","icon":"clock","size":"md"}}}
+{"op":"add","path":"/state/bestPostingTime","value":"6:00 PM EST (Thursdays)"}
+{"op":"add","path":"/elements/create-post-btn","value":{"type":"Button","props":{"label":"+ Schedule New Post","variant":"primary","size":"medium"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["filter-label","filter-select"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Filter Platform Scope:"}}}
+{"op":"add","path":"/elements/filter-select","value":{"type":"Select","props":{"name":"selectedPlatform","value":{"$bindState":"/selectedPlatform"},"items":["opt-all","opt-yt","opt-ig","opt-tt","opt-tw"],"size":"medium"}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Platforms (Cross-Platform)"}}}
+{"op":"add","path":"/elements/opt-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"}}}
+{"op":"add","path":"/elements/opt-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/opt-tt","value":{"type":"SelectItem","props":{"value":"TikTok","label":"TikTok"}}}
+{"op":"add","path":"/elements/opt-tw","value":{"type":"SelectItem","props":{"value":"X/Twitter","label":"X / Twitter"}}}
+{"op":"add","path":"/state/selectedPlatform","value":"All"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-followers","kpi-engagement","kpi-earnings"]}}
+{"op":"add","path":"/elements/kpi-followers","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-f-head","kpi-f-val","kpi-f-growth"]}}
+{"op":"add","path":"/elements/kpi-f-head","value":{"type":"Label","props":{"text":"Total Followers"}}}
+{"op":"add","path":"/elements/kpi-f-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/followers/total"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-f-growth","value":{"type":"Badge","props":{"text":{"$state":"/kpis/followers/growth"},"variant":"default"}}}
+{"op":"add","path":"/elements/kpi-engagement","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-e-head","kpi-e-val","kpi-e-growth"]}}
+{"op":"add","path":"/elements/kpi-e-head","value":{"type":"Label","props":{"text":"Avg. Engagement Rate"}}}
+{"op":"add","path":"/elements/kpi-e-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/engagement/rate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-e-growth","value":{"type":"Badge","props":{"text":{"$state":"/kpis/engagement/trend"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-earnings","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-r-head","kpi-r-val","kpi-r-growth"]}}
+{"op":"add","path":"/elements/kpi-r-head","value":{"type":"Label","props":{"text":"Estimated Earnings (This Month)"}}}
+{"op":"add","path":"/elements/kpi-r-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/earnings/total"},"level":"h2"}}}
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+{"op":"add","path":"/state/kpis","value":{"followers":{"total":"1,245,800","growth":"+48,200 (+4.0% this month)"},"engagement":{"rate":"6.8% ","trend":"+1.2% vs last month"},"earnings":{"total":"$18,450.00","payoutStatus":"Next payout in 5 days"}}}
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+{"op":"add","path":"/elements/timing-bar","value":{"type":"HorizontalBarChart","props":{"labels":["12 PM","3 PM","6 PM","9 PM"],"series":["series-reach"]}}}
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+{"op":"add","path":"/state/topPosts","value":[]}
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+{"op":"add","path":"/elements/scheduled-action","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/scheduledPosts","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/scheduledPosts","value":[]}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..b1843ccbf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,118 @@
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+{"op":"add","path":"/elements/collab-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["collab-deliverables","collab-deadline"]}}
+{"op":"add","path":"/elements/collab-deliverables","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"Scope: ${deliverables}"}},"children":[]}}
+{"op":"add","path":"/elements/collab-deadline","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Deadline: ${deadline}"}},"children":[]}}
+{"op":"add","path":"/elements/collab-btns","value":{"type":"Card","props":{"direction":"row","gap":"s"},"children":["btn-accept-collab","btn-decline-collab"]}}
+{"op":"add","path":"/elements/btn-accept-collab","value":{"type":"Button","props":{"label":"Accept","size":"small","variant":"primary"},"on":{"press":{"action":"removeState","params":{"index":{"$index":true},"statePath":"/collabRequests"}}}}}
+{"op":"add","path":"/elements/btn-decline-collab","value":{"type":"Button","props":{"label":"Decline","size":"small","type":"destructive","variant":"secondary"},"on":{"press":{"action":"removeState","params":{"index":{"$index":true},"statePath":"/collabRequests"}}}}}
+{"op":"add","path":"/state/collabRequests","value":[]}
+{"op":"add","path":"/state/collabRequests/0","value":{"brand":"TechGear Co.","deadline":"June 1, 2025","deliverables":"1x Dedicated YouTube Video + IG Reel","id":"col1","offer":"$4,500"}}
+{"op":"add","path":"/state/collabRequests/1","value":{"brand":"KeyCraft Studio","deadline":"May 28, 2025","deliverables":"2x TikTok Videos","id":"col2","offer":"$2,200"}}
+{"op":"add","path":"/state/collabRequests/2","value":{"brand":"FocusFlow App","deadline":"June 10, 2025","deliverables":"1x X Thread + Newsletter Feature","id":"col3","offer":"$1,800"}}
+{"op":"add","path":"/elements/schedule-drawer-wrapper","value":{"type":"Card","props":{"direction":"column"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..724486d5f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["header-card","filter-card","metrics-grid","insights-grid","content-tabs-card","bottom-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-title","quick-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Creator Studio Dashboard","subtitle":"Cross-Platform Performance & Content Hub"}}}
+{"op":"add","path":"/elements/quick-actions","value":{"type":"Buttons","props":{"buttons":["btn-new-post","btn-collabs"]}}}
+{"op":"add","path":"/elements/btn-new-post","value":{"type":"Button","props":{"label":"+ Schedule Post","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"composer"}}}}}
+{"op":"add","path":"/elements/btn-collabs","value":{"type":"Button","props":{"label":"Collab Requests (2)","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activeTab","value":"collabs"}}}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["filter-label","filter-select"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Filter Platform:"}}}
+{"op":"add","path":"/elements/filter-select","value":{"type":"Select","props":{"name":"platformFilter","value":{"$bindState":"/platformFilter"},"items":["opt-all","opt-yt","opt-ig","opt-tt","opt-x"],"size":"small"}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Platforms"}}}
+{"op":"add","path":"/elements/opt-ig","value":{"type":"SelectItem","props":{"value":"instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/opt-yt","value":{"type":"SelectItem","props":{"value":"youtube","label":"YouTube"}}}
+{"op":"add","path":"/elements/opt-tt","value":{"type":"SelectItem","props":{"value":"tiktok","label":"TikTok"}}}
+{"op":"add","path":"/elements/opt-x","value":{"type":"SelectItem","props":{"value":"twitter","label":"X / Twitter"}}}
+{"op":"add","path":"/state/platformFilter","value":"all"}
+{"op":"add","path":"/state/activeTab","value":"composer"}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-followers","metric-engagement","metric-earnings"]}}
+{"op":"add","path":"/elements/metric-followers","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["metric-followers-header","metric-followers-value","metric-followers-growth"]}}
+{"op":"add","path":"/elements/metric-followers-header","value":{"type":"CardHeader","props":{"subtitle":"Total Followers"}}}
+{"op":"add","path":"/elements/metric-followers-value","value":{"type":"Heading","props":{"text":{"$cond":{"$state":"/platformFilter","eq":"instagram"},"$then":"420,000","$else":{"$cond":{"$state":"/platformFilter","eq":"youtube"},"$then":"650,000","$else":{"$cond":{"$state":"/platformFilter","eq":"tiktok"},"$then":"310,000","$else":{"$cond":{"$state":"/platformFilter","eq":"twitter"},"$then":"100,000","$else":"1,480,000"}}}},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-followers-growth","value":{"type":"Badge","props":{"text":"+8.4% this month","variant":"default"}}}
+{"op":"add","path":"/elements/metric-engagement","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["metric-eng-header","metric-eng-value","metric-eng-sub"]}}
+{"op":"add","path":"/elements/metric-eng-header","value":{"type":"CardHeader","props":{"subtitle":"Avg Engagement Rate"}}}
+{"op":"add","path":"/elements/metric-eng-value","value":{"type":"Heading","props":{"text":{"$cond":{"$state":"/platformFilter","eq":"instagram"},"$then":"5.8%","$else":{"$cond":{"$state":"/platformFilter","eq":"youtube"},"$then":"8.2%","$else":{"$cond":{"$state":"/platformFilter","eq":"tiktok"},"$then":"6.1%","$else":{"$cond":{"$state":"/platformFilter","eq":"twitter"},"$then":"3.4%","$else":"6.4%"}}}},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-eng-sub","value":{"type":"Badge","props":{"text":"+1.2% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/metric-earnings","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["metric-earn-header","metric-earn-value","metric-earn-sub"]}}
+{"op":"add","path":"/elements/metric-earn-header","value":{"type":"CardHeader","props":{"subtitle":"Earnings This Month"}}}
+{"op":"add","path":"/elements/metric-earn-value","value":{"type":"Heading","props":{"text":{"$cond":{"$state":"/platformFilter","eq":"instagram"},"$then":"$4,250","$else":{"$cond":{"$state":"/platformFilter","eq":"youtube"},"$then":"$7,100","$else":{"$cond":{"$state":"/platformFilter","eq":"tiktok"},"$then":"$2,100","$else":{"$cond":{"$state":"/platformFilter","eq":"twitter"},"$then":"$800","$else":"$14,250"}}}},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-earn-sub","value":{"type":"Badge","props":{"text":"AdSense, Sponsorships & Affiliates","variant":"outline"}}}
+{"op":"add","path":"/elements/insights-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["chart-audience","best-time-card"]}}
+{"op":"add","path":"/elements/chart-audience","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["chart-aud-header","audience-pie"]}}
+{"op":"add","path":"/elements/chart-aud-header","value":{"type":"CardHeader","props":{"title":"Audience Split by Platform","subtitle":"Distribution across linked channels"}}}
+{"op":"add","path":"/elements/audience-pie","value":{"type":"PieChart","props":{"labels":{"$state":"/audLabels"},"values":{"$state":"/audValues"},"variant":"donut"}}}
+{"op":"add","path":"/state/audLabels","value":["YouTube","Instagram","TikTok","Twitter"]}
+{"op":"add","path":"/state/audValues","value":[650000,420000,310000,100000]}
+{"op":"add","path":"/elements/best-time-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["best-time-header","best-time-callout","best-time-stats"]}}
+{"op":"add","path":"/elements/best-time-header","value":{"type":"CardHeader","props":{"title":"Optimal Posting Time","subtitle":"Based on historical audience activity"}}}
+{"op":"add","path":"/elements/best-time-callout","value":{"type":"Callout","props":{"variant":"info","title":"Best Hour: Thursday @ 6:00 PM EST","description":"Posts scheduled between 5:30 PM - 7:00 PM on Thursdays reach 34% more organic impressions."}}}
+{"op":"add","path":"/elements/best-time-stats","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["time-stat-1","time-stat-2","time-stat-3"]}}
+{"op":"add","path":"/elements/time-stat-1","value":{"type":"TextContent","props":{"text":"• **YouTube:** 3:00 PM EST (Sat/Sun)"}}}
+{"op":"add","path":"/elements/time-stat-2","value":{"type":"TextContent","props":{"text":"• **Instagram:** 6:00 PM EST (Wed/Thu)"}}}
+{"op":"add","path":"/elements/time-stat-3","value":{"type":"TextContent","props":{"text":"• **TikTok:** 8:00 PM EST (Mon/Thu)"}}}
+{"op":"add","path":"/elements/content-tabs-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["studio-tabs"]}}
+{"op":"add","path":"/elements/studio-tabs","value":{"type":"Tabs","props":{"items":["tab-composer","tab-best-posts","tab-scheduled","tab-comments","tab-collabs"]}}}
+{"op":"add","path":"/elements/tab-composer","value":{"type":"TabItem","props":{"value":"composer","trigger":"Schedule New Post","content":["composer-form-container"]}}}
+{"op":"add","path":"/elements/composer-form-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["composer-header","composer-alert","composer-form"]}}
+{"op":"add","path":"/elements/composer-header","value":{"type":"CardHeader","props":{"title":"Cross-Platform Post Composer","subtitle":"Draft and queue your content across channels"}}}
+{"op":"add","path":"/elements/composer-alert","value":{"type":"Alert","props":{"title":"Post Scheduled Successfully!","description":"Your content is queued and will go live automatically at the selected time.","variant":"success"},"visible":{"$state":"/postSubmitted"}}}
+{"op":"add","path":"/elements/composer-form","value":{"type":"Form","props":{"name":"scheduleForm","fields":["fc-caption","fc-platforms","fc-time"],"buttons":"composer-btns"}}}
+{"op":"add","path":"/elements/fc-caption","value":{"type":"FormControl","props":{"label":"Post Caption / Script Description","input":"input-caption","hint":"Hashtags and @mentions will auto-format for selected platforms."}}}
+{"op":"add","path":"/elements/input-caption","value":{"type":"TextArea","props":{"name":"caption","placeholder":"Write your update or caption here...","rows":3,"value":{"$bindState":"/newPost/caption"}}}}
+{"op":"add","path":"/elements/fc-platforms","value":{"type":"FormControl","props":{"label":"Target Platforms","input":"input-platforms"}}}
+{"op":"add","path":"/elements/input-platforms","value":{"type":"CheckBoxGroup","props":{"name":"platforms","items":["chk-yt","chk-ig","chk-tt","chk-x"],"value":{"$bindState":"/newPost/platforms"}}}}
+{"op":"add","path":"/elements/chk-yt","value":{"type":"CheckBoxItem","props":{"name":"youtube","label":"YouTube Community / Shorts","description":"Publish as Short or Community Post"}}}
+{"op":"add","path":"/elements/chk-ig","value":{"type":"CheckBoxItem","props":{"name":"instagram","label":"Instagram Feed / Reel","description":"Auto-share to Instagram"}}}
+{"op":"add","path":"/elements/chk-tt","value":{"type":"CheckBoxItem","props":{"name":"tiktok","label":"TikTok","description":"Auto-post shortform video"}}}
+{"op":"add","path":"/elements/chk-x","value":{"type":"CheckBoxItem","props":{"name":"twitter","label":"X / Twitter","description":"Post as tweet thread"}}}
+{"op":"add","path":"/elements/fc-time","value":{"type":"FormControl","props":{"label":"Publish Date & Time","input":"input-time","hint":"Recommended: Thu @ 6:00 PM EST"}}}
+{"op":"add","path":"/elements/input-time","value":{"type":"Input","props":{"name":"publishTime","type":"text","placeholder":"e.g. 2025-03-20 18:00 EST","value":{"$bindState":"/newPost/time"}}}}
+{"op":"add","path":"/elements/composer-btns","value":{"type":"Buttons","props":{"buttons":["btn-submit-post"]}}}
+{"op":"add","path":"/elements/btn-submit-post","value":{"type":"Button","props":{"label":"Schedule Post Now","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduledPosts","value":{"id":"$id","title":{"$state":"/newPost/caption"},"platform":"Multi-Platform","date":{"$state":"/newPost/time"},"status":"Scheduled"},"clearStatePath":"/newPost/caption"}}}}}
+{"op":"add","path":"/state/newPost","value":{"caption":"","time":"2025-03-20 18:00","platforms":["youtube","instagram"]}}
+{"op":"add","path":"/state/postSubmitted","value":false}
+{"op":"add","path":"/elements/tab-best-posts","value":{"type":"TabItem","props":{"value":"best-posts","trigger":"Best Posts This Month","content":["best-posts-container"]}}}
+{"op":"add","path":"/elements/best-posts-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["best-posts-header","best-posts-list"]}}
+{"op":"add","path":"/elements/best-posts-header","value":{"type":"CardHeader","props":{"title":"Top Performing Content","subtitle":"Ranked by total organic reach and interactions"}}}
+{"op":"add","path":"/elements/best-posts-list","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"repeat":{"statePath":"/bestPosts","key":"id"},"children":["best-post-item"]}}
+{"op":"add","path":"/elements/best-post-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["best-post-info","best-post-stats"]}}
+{"op":"add","path":"/elements/best-post-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["best-post-title","best-post-platform"]}}
+{"op":"add","path":"/elements/best-post-title","value":{"type":"Heading","props":{"text":{"$item":"title"},"level":"h4"}}}
+{"op":"add","path":"/elements/best-post-platform","value":{"type":"Badge","props":{"text":{"$item":"platform"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/best-post-stats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["best-post-reach","best-post-eng"]}}
+{"op":"add","path":"/elements/best-post-reach","value":{"type":"Tag","props":{"text":{"$template":"Reach: ${reach}"},"variant":"info"}}}
+{"op":"add","path":"/elements/best-post-eng","value":{"type":"Tag","props":{"text":{"$template":"Eng: ${engagement}"},"variant":"success"}}}
+{"op":"add","path":"/state/bestPosts","value":[]}
+{"op":"add","path":"/state/bestPosts/0","value":{"id":"bp1","title":"How I Built a Mechanical Keyboard from Scratch","platform":"YouTube","reach":"1,240,000","engagement":"11.4%"}}
+{"op":"add","path":"/state/bestPosts/1","value":{"id":"bp2","title":"10 Workspace Aesthetics You Need to Try","platform":"Instagram","reach":"850,000","engagement":"9.2%"}}
+{"op":"add","path":"/state/bestPosts/2","value":{"id":"bp3","title":"Desk Setup Clean vs Messy Challenge","platform":"TikTok","reach":"620,000","engagement":"7.8%"}}
+{"op":"add","path":"/state/bestPosts/3","value":{"id":"bp4","title":"Unpopular opinion on productivity tools...","platform":"Twitter","reach":"310,000","engagement":"5.1%"}}
+{"op":"add","path":"/elements/tab-scheduled","value":{"type":"TabItem","props":{"value":"scheduled","trigger":"Scheduled This Week","content":["scheduled-container"]}}}
+{"op":"add","path":"/elements/scheduled-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["scheduled-header","scheduled-list"]}}
+{"op":"add","path":"/elements/scheduled-header","value":{"type":"CardHeader","props":{"title":"Queue & Publishing Calendar","subtitle":"Content ready to drop this week"}}}
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+{"op":"add","path":"/elements/scheduled-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["sch-info","sch-actions"]}}
+{"op":"add","path":"/elements/sch-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["sch-title","sch-meta"]}}
+{"op":"add","path":"/elements/sch-title","value":{"type":"Heading","props":{"text":{"$item":"title"},"level":"h4"}}}
+{"op":"add","path":"/elements/sch-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["sch-plat-tag","sch-date-tag"]}}
+{"op":"add","path":"/elements/sch-plat-tag","value":{"type":"Badge","props":{"text":{"$item":"platform"},"variant":"outline"}}}
+{"op":"add","path":"/elements/sch-date-tag","value":{"type":"Tag","props":{"text":{"$item":"date"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/sch-actions","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/scheduledPosts","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/scheduledPosts","value":[]}
+{"op":"add","path":"/state/scheduledPosts/0","value":{"id":"sp1","title":"Ultimate Ergonomic Chair Review 2025","platform":"YouTube","date":"Tomorrow @ 3:00 PM EST","status":"Queued"}}
+{"op":"add","path":"/state/scheduledPosts/1","value":{"id":"sp2","title":"Behind the Scenes: Editing Workflow Reel","platform":"Instagram","date":"Thursday @ 6:00 PM EST","status":"Queued"}}
+{"op":"add","path":"/state/scheduledPosts/2","value":{"id":"sp3","title":"Top 5 Apps I Use Every Day","platform":"TikTok","date":"Friday @ 8:00 PM EST","status":"Queued"}}
+{"op":"add","path":"/elements/tab-comments","value":{"type":"TabItem","props":{"value":"comments","trigger":"Comments Needing Reply","content":["comments-container"]}}}
+{"op":"add","path":"/elements/comments-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["comments-header","comments-list"]}}
+{"op":"add","path":"/elements/comments-header","value":{"type":"CardHeader","props":{"title":"Pending Audience Comments","subtitle":"Prioritized high-engagement comments awaiting your response"}}}
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+{"op":"add","path":"/elements/comment-user-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["comment-user-info","comment-plat-badge"]}}
+{"op":"add","path":"/elements/comment-user-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["comment-avatar","comment-author"]}}
+{"op":"add","path":"/elements/comment-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"authorInitials"}}}}
+{"op":"add","path":"/elements/comment-author","value":{"type":"TextContent","props":{"text":{"$item":"author"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/comment-plat-badge","value":{"type":"Badge","props":{"text":{"$item":"platform"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/comment-text","value":{"type":"TextContent","props":{"text":{"$item":"text"}}}}
+{"op":"add","path":"/elements/comment-reply-box","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["comment-reply-btn"]}}
+{"op":"add","path":"/elements/comment-reply-btn","value":{"type":"Button","props":{"label":"Quick Reply & Dismiss","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/pendingComments","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/pendingComments","value":[]}
+{"op":"add","path":"/state/pendingComments/0","value":{"id":"c1","author":"TechEnthusiast99","authorInitials":"TE","platform":"YouTube","text":"Which keycaps are those at 02:15? They look incredible!"}}
+{"op":"add","path":"/state/pendingComments/1","value":{"id":"c2","author":"Sarah_Design","authorInitials":"SD","platform":"Instagram","text":"Can you share the desk pad link? Love the color setup!"}}
+{"op":"add","path":"/state/pendingComments/2","value":{"id":"c3","author":"DevDave","authorInitials":"DD","platform":"Twitter","text":"Great thread! Are you going to publish part 2 next week?"}}
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+{"op":"add","path":"/elements/collabs-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["collabs-header","collabs-list"]}}
+{"op":"add","path":"/elements/collabs-header","value":{"type":"CardHeader","props":{"title":"Brand & Creator Collaborations","subtitle":"Pending sponsorship and guest appearance requests"}}}
+{"op":"add","path":"/elements/collabs-list","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"repeat":{"statePath":"/collabRequests","key":"id"},"children":["collab-item"]}}
+{"op":"add","path":"/elements/collab-item","value":{"type":"Card","props":{"variant":"card","justify":"between","gap":"m"},"children":["collab-info","collab-budget","collab-actions"]}}
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+{"op":"add","path":"/elements/collab-actions","value":{"type":"Buttons","props":{"buttons":["btn-accept-collab","btn-decline-collab"]}}}
+{"op":"add","path":"/elements/btn-accept-collab","value":{"type":"Button","props":{"label":"Accept & Open Brief","variant":"primary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/collabRequests","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/btn-decline-collab","value":{"type":"Button","props":{"label":"Decline","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/collabRequests","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/collabRequests","value":[]}
+{"op":"add","path":"/state/collabRequests/0","value":{"id":"col1","brand":"KeyChron Keyboards","details":"Dedicated 60-second integration in upcoming YouTube desk setup video. Delivery expected by end of month.","budget":"$3,500"}}
+{"op":"add","path":"/state/collabRequests/1","value":{"id":"col2","brand":"Notion Workspaces","details":"Instagram Reel + Story set featuring personal daily productivity template.","budget":"$2,000"}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["followup-card"]}}
+{"op":"add","path":"/elements/followup-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["followup-header","followup-items"]}}
+{"op":"add","path":"/elements/followup-header","value":{"type":"CardHeader","props":{"title":"Studio Quick Actions","subtitle":"Common studio tasks"}}}
+{"op":"add","path":"/elements/followup-items","value":{"type":"FollowUpBlock","props":{"items":["fu-1","fu-2","fu-3"]}}}
+{"op":"add","path":"/elements/fu-1","value":{"type":"FollowUpItem","props":{"text":"Export monthly analytics summary PDF"}}}
+{"op":"add","path":"/elements/fu-2","value":{"type":"FollowUpItem","props":{"text":"Auto-generate caption hashtags using AI"}}}
+{"op":"add","path":"/elements/fu-3","value":{"type":"FollowUpItem","props":{"text":"Review sponsor payout tax forms"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..80ff80ee7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,163 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","date-bar","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","incident-dialog"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🏥 Hospital Operations Command Center","level":"h2"}}}
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+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"sup1","item":"Propofol 10mg/mL (20mL Vials)","location":"Pharmacy Main • ICU Pyxis","qtyAlert":"12 Vials Remaining (Min: 50)"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"sup2","item":"N95 Respirator Masks (Regular)","location":"Central Supply Store","qtyAlert":"85 Units Remaining (Min: 300)"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"sup3","item":"IV Administration Sets (Gravity)","location":"Med-Surg Supply Room 2","qtyAlert":"40 Units Remaining (Min: 150)"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"sup4","item":"Arterial Blood Gas (ABG) Syringes","location":"Respiratory Care / ER","qtyAlert":"18 Units Remaining (Min: 60)"}}
+{"op":"add","path":"/state/lowSupplies/4","value":{"id":"sup5","item":"Surgical Gloves Size 7.5 (Sterile)","location":"OR Supply Core","qtyAlert":"25 Boxes Remaining (Min: 80)"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..b383aeb25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,175 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","top-kpi-grid","tabs-container","incident-modal","transfer-modal"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true},"children":["title-block","date-picker-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h1","text":"Hospital Operations Command Center"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time facility monitoring, patient flow, and resource management"}}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["date-label","date-picker"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"Label","props":{"text":"View Date:"}}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/selectedDate"}}}}
+{"op":"add","path":"/state/selectedDate","value":["2025-05-14"]}
+{"op":"add","path":"/elements/top-kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-bed-occ","kpi-er-wait","kpi-critical","kpi-discharge"]}}
+{"op":"add","path":"/elements/kpi-bed-occ","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["bed-occ-title","bed-occ-progress","bed-occ-details"]}}
+{"op":"add","path":"/elements/bed-occ-title","value":{"type":"Heading","props":{"level":"h4","text":"1. Bed Occupancy"}}}
+{"op":"add","path":"/elements/bed-occ-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpi/bedOccupancyPercent"},"label":{"$template":"${/kpi/occupiedBeds} / ${/kpi/totalBeds} Beds (${/kpi/bedOccupancyPercent}%)"}}}}
+{"op":"add","path":"/elements/bed-occ-details","value":{"type":"TextContent","props":{"size":"small","text":"ICU: 94% | Med-Surg: 88% | Peds: 62%"}}}
+{"op":"add","path":"/elements/kpi-er-wait","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["er-wait-title","er-wait-val","er-wait-badge"]}}
+{"op":"add","path":"/elements/er-wait-title","value":{"type":"Heading","props":{"level":"h4","text":"2. ER Wait Time"}}}
+{"op":"add","path":"/elements/er-wait-val","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/kpi/erWaitMinutes} mins"}}}}
+{"op":"add","path":"/elements/er-wait-badge","value":{"type":"Badge","props":{"text":"Triage High Load","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-critical","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["critical-title","critical-val","critical-badge"]}}
+{"op":"add","path":"/elements/critical-title","value":{"type":"Heading","props":{"level":"h4","text":"6. Critical Patients"}}}
+{"op":"add","path":"/elements/critical-val","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/kpi/criticalCount} Cases"}}}}
+{"op":"add","path":"/elements/critical-badge","value":{"type":"Badge","props":{"text":"Requires Immediate Attention","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-discharge","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["discharge-title","discharge-val","discharge-badge"]}}
+{"op":"add","path":"/elements/discharge-title","value":{"type":"Heading","props":{"level":"h4","text":"7. Ready for Discharge"}}}
+{"op":"add","path":"/elements/discharge-val","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/kpi/dischargeReadyCount} Patients"}}}}
+{"op":"add","path":"/elements/discharge-badge","value":{"type":"Badge","props":{"text":"12 Transport Pending","variant":"secondary"}}}
+{"op":"add","path":"/state/kpi","value":{"totalBeds":450,"occupiedBeds":396,"bedOccupancyPercent":88,"erWaitMinutes":42,"criticalCount":8,"dischargeReadyCount":24}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-overview","tab-patients","tab-operations","tab-actions"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Overview & Analytics","content":["overview-card"]}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["admissions-chart-card","dept-patients-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-title","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-title","value":{"type":"Heading","props":{"level":"h3","text":"3. Daily Admissions (Past 2 Weeks)"}}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12","May 13","May 14"],"series":["admissions-series"],"xLabel":"Date","yLabel":"Admissions Count"}}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[42,38,45,52,48,50,61,55,49,43,58,64,60,53]}}}
+{"op":"add","path":"/elements/dept-patients-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["dept-title","dept-chart"]}}
+{"op":"add","path":"/elements/dept-title","value":{"type":"Heading","props":{"level":"h3","text":"4. Patients per Department"}}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"BarChart","props":{"labels":["Emergency","Cardiology","ICU","Orthopedics","Pediatric","Neurology","Oncology","General Surg"],"series":["dept-series"],"xLabel":"Department","yLabel":"Active Patients"}}}
+{"op":"add","path":"/elements/dept-series","value":{"type":"Series","props":{"category":"Patient Census","values":[78,64,38,52,30,28,44,62]}}}
+{"op":"add","path":"/elements/tab-patients","value":{"type":"TabItem","props":{"value":"patients","trigger":"Patients & Care","content":["patients-tab-card"]}}
+{"op":"add","path":"/elements/patients-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["critical-section","discharge-section"]}}
+{"op":"add","path":"/elements/critical-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["critical-sec-title","critical-alert","critical-list"]}}
+{"op":"add","path":"/elements/critical-sec-title","value":{"type":"Heading","props":{"level":"h3","text":"6. Critical Patients (High Priority Callouts)"}}}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"title":"Critical Census Warning","description":"8 patients currently in unstable condition requiring continuous monitoring.","variant":"destructive"}}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-item-card"]}}
+{"op":"add","path":"/elements/critical-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["critical-item-info","critical-item-badge"]}}
+{"op":"add","path":"/elements/critical-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["critical-patient-name","critical-patient-details"]}}
+{"op":"add","path":"/elements/critical-patient-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name} (Bed: ${bed})"}}}}
+{"op":"add","path":"/elements/critical-patient-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Condition: ${condition} | Attending: ${doctor} | Dept: ${department}"}}}}
+{"op":"add","path":"/elements/critical-item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"}}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"c1","name":"Eleanor Vance","bed":"ICU-04","condition":"Acute Respiratory Distress","doctor":"Dr. Aris Thorne","department":"ICU","status":"STATION 1 ALERT"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"c2","name":"Marcus Brody","bed":"ICU-09","condition":"Post-CABG Hemodynamic Instability","doctor":"Dr. Sarah Lin","department":"Cardiology","status":"CRITICAL MONITORED"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"c3","name":"Sophia Martinez","bed":"ER-RES-02","condition":"Polytrauma / Sepsis","doctor":"Dr. Kevin Vance","department":"Emergency","status":"TRAUMA BAY"}}
+{"op":"add","path":"/elements/discharge-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["discharge-sec-title","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-sec-title","value":{"type":"Heading","props":{"level":"h3","text":"7. Patients Ready for Discharge"}}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/dischargePatients","key":"id"},"children":["discharge-item-card"]}}
+{"op":"add","path":"/elements/discharge-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["discharge-item-info","discharge-item-status"]}}
+{"op":"add","path":"/elements/discharge-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["discharge-patient-name","discharge-patient-details"]}}
+{"op":"add","path":"/elements/discharge-patient-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name} (${department} - Room ${room})"}}}}
+{"op":"add","path":"/elements/discharge-patient-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Summary: ${summary} | Transport: ${transport}"}}}}
+{"op":"add","path":"/elements/discharge-item-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/dischargePatients","value":[]}
+{"op":"add","path":"/state/dischargePatients/0","value":{"id":"d1","name":"Arthur Pendelton","department":"Orthopedics","room":"302-B","summary":"Total Knee Replacement post-op cleared","transport":"Wheelchair / Family Pickup","status":"Pending Papers"}}
+{"op":"add","path":"/state/dischargePatients/1","value":{"id":"d2","name":"Clara Oswald","department":"General Surg","room":"412-A","summary":"Laparoscopic Cholecystectomy cleared","transport":"Ambulance (Non-emergency)","status":"Awaiting Transport"}}
+{"op":"add","path":"/state/dischargePatients/2","value":{"id":"d3","name":"David Miller","department":"Cardiology","room":"210-C","summary":"Observation post-stent placement clear","transport":"Self / Escort","status":"Final Review"}}
+{"op":"add","path":"/elements/tab-operations","value":{"type":"TabItem","props":{"value":"operations","trigger":"Staff & Operations","content":["operations-tab-card"]}}
+{"op":"add","path":"/elements/operations-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["or-section","staff-section","supplies-section"]}}
+{"op":"add","path":"/elements/or-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-title","or-table"]}}
+{"op":"add","path":"/elements/or-title","value":{"type":"Heading","props":{"level":"h3","text":"8. Today's Operating Room Bookings"}}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["col-or-id","col-or-procedure","col-or-surgeon","col-or-time","col-or-status"]}}}
+{"op":"add","path":"/elements/col-or-id","value":{"type":"Col","props":{"label":"OR / Suite","data":["OR-1","OR-2","OR-3","OR-4","OR-5"]}}}
+{"op":"add","path":"/elements/col-or-procedure","value":{"type":"Col","props":{"label":"Procedure","data":["Coronary Artery Bypass","Open Reduction Internal Fixation","Craniotomy","Emergency Appendectomy","Spinal Fusion"]}}}
+{"op":"add","path":"/elements/col-or-surgeon","value":{"type":"Col","props":{"label":"Lead Surgeon","data":["Dr. Sarah Lin","Dr. Robert Chen","Dr. Maya Patel","Dr. Kevin Vance","Dr. James Wilson"]}}}
+{"op":"add","path":"/elements/col-or-time","value":{"type":"Col","props":{"label":"Scheduled Time","data":["08:00 - 12:00","09:30 - 11:30","11:00 - 15:00","13:00 - 14:30","14:00 - 18:00"]}}}
+{"op":"add","path":"/elements/col-or-status","value":{"type":"Col","props":{"label":"Status","data":["In Progress","Completed","Pre-Op Prep","Scheduled","Scheduled"]}}}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-title","staff-list"]}}
+{"op":"add","path":"/elements/staff-title","value":{"type":"Heading","props":{"level":"h3","text":"5. Staff on Shift (Current Shift)"}}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/staffList","key":"id"},"children":["staff-item-card"]}}
+{"op":"add","path":"/elements/staff-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["staff-left","staff-role-badge"]}}
+{"op":"add","path":"/elements/staff-left","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["staff-name","staff-dept"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/staff-dept","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Department: ${department} | Shift: ${shift}"}}}}
+{"op":"add","path":"/elements/staff-role-badge","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"outline"}}}
+{"op":"add","path":"/state/staffList","value":[]}
+{"op":"add","path":"/state/staffList/0","value":{"id":"s1","name":"Dr. Aris Thorne","initials":"AT","role":"Attending Physician","department":"ICU","shift":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffList/1","value":{"id":"s2","name":"Nurse Sarah Jenkins","initials":"SJ","role":"Charge Nurse","department":"Emergency","shift":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffList/2","value":{"id":"s3","name":"Dr. Kevin Vance","initials":"KV","role":"Trauma Specialist","department":"Emergency","shift":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffList/3","value":{"id":"s4","name":"Nurse Michael Chang","initials":"MC","role":"RN - Critical Care","department":"ICU","shift":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffList/4","value":{"id":"s5","name":"Dr. Maya Patel","initials":"MP","role":"Neurosurgeon","department":"Surgery","shift":"08:00 - 17:00"}}
+{"op":"add","path":"/elements/supplies-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-title","supplies-callout","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-title","value":{"type":"Heading","props":{"level":"h3","text":"9. Supplies Running Low"}}}
+{"op":"add","path":"/elements/supplies-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Inventory Alert","description":"Critical items below buffer threshhold. Restock requests have been generated."}}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item-card"]}}
+{"op":"add","path":"/elements/supply-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["supply-info","supply-progress"]}}
+{"op":"add","path":"/elements/supply-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["supply-name","supply-stock"]}}
+{"op":"add","path":"/elements/supply-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"item"}}}"}
+{"op":"add","path":"/elements/supply-stock","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Current: ${current} ${unit} | Min Required: ${min} ${unit}"}}}}
+{"op":"add","path":"/elements/supply-progress","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"end"},"children":["supply-tag"]}}
+{"op":"add","path":"/elements/supply-tag","value":{"type":"Tag","props":{"text":{"$item":"urgency"},"variant":"warning"}}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"sup1","item":"IV Saline Bags 1000ml","current":45,"min":200,"unit":"units","urgency":"CRITICAL"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"sup2","item":"N95 Respirator Masks","current":120,"min":500,"unit":"boxes","urgency":"LOW STOCK"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"sup3","item":"Surgical Gloves (Size M)","current":80,"min":300,"unit":"boxes","urgency":"LOW STOCK"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"sup4","item":"Propofol 20ml Vials","current":18,"min":60,"unit":"vials","urgency":"RESTOCK NOW"}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"Commands & Requests","content":["actions-tab-card"]}}
+{"op":"add","path":"/elements/actions-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["action-buttons-card","incident-log-card","transfer-log-card"]}}
+{"op":"add","path":"/elements/action-buttons-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["action-title","action-buttons"]}}
+{"op":"add","path":"/elements/action-title","value":{"type":"Heading","props":{"level":"h3","text":"Quick Dispatch Actions"}}}
+{"op":"add","path":"/elements/action-buttons","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["btn-open-incident","btn-open-transfer"]}}
+{"op":"add","path":"/elements/btn-open-incident","value":{"type":"Button","props":{"label":"10. File an Incident Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentModalOpen","value":true}}}}}
+{"op":"add","path":"/elements/btn-open-transfer","value":{"type":"Button","props":{"label":"12. Request Patient Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferModalOpen","value":true}}}}}
+{"op":"add","path":"/elements/incident-log-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-log-title","incident-log-list"]}}
+{"op":"add","path":"/elements/incident-log-title","value":{"type":"Heading","props":{"level":"h4","text":"Recent Filed Incidents"}}}
+{"op":"add","path":"/elements/incident-log-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["incident-row-info","incident-row-badge"]}}
+{"op":"add","path":"/elements/incident-row-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-row-title","incident-row-desc"]}}
+{"op":"add","path":"/elements/incident-row-title","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"[${type}] ${location}"}}}}
+{"op":"add","path":"/elements/incident-row-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"details"}}}}
+{"op":"add","path":"/elements/incident-row-badge","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1","type":"Equipment Failure","location":"OR Room 3","details":"Main surgical light fixture flickering during procedure. Biomeds notified.","severity":"High"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","type":"Facility","location":"ER Waiting Bay","details":"Water spill near triage desk, maintenance en route.","severity":"Low"}}
+{"op":"add","path":"/elements/transfer-log-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-log-title","transfer-log-list"]}}
+{"op":"add","path":"/elements/transfer-log-title","value":{"type":"Heading","props":{"level":"h4","text":"Recent Transfer Requests"}}}
+{"op":"add","path":"/elements/transfer-log-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/transfers","key":"id"},"children":["transfer-row"]}}
+{"op":"add","path":"/elements/transfer-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["transfer-row-info","transfer-row-badge"]}}
+{"op":"add","path":"/elements/transfer-row-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["transfer-row-title","transfer-row-desc"]}}
+{"op":"add","path":"/elements/transfer-row-title","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"Patient: ${patientName} (${priority})"}}}}
+{"op":"add","path":"/elements/transfer-row-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"From: ${fromDept} -> To: ${toDept} | Reason: ${reason}"}}}}
+{"op":"add","path":"/elements/transfer-row-badge","value":{"type":"Badge","props":{"text":"Pending","variant":"secondary"}}}
+{"op":"add","path":"/state/transfers","value":[]}
+{"op":"add","path":"/state/transfers/0","value":{"id":"tr-1","patientName":"John Doe","fromDept":"Emergency","toDept":"ICU","priority":"Urgent","reason":"Deteriorating SpO2"}}
+{"op":"add","path":"/elements/incident-modal","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/incidentModalOpen"},"children":["inc-modal-header","inc-form","inc-close-btn"]}}
+{"op":"add","path":"/elements/inc-modal-header","value":{"type":"CardHeader","props":{"title":"10. File an Operational Incident","subtitle":"Report safety issues, equipment failure, or staffing emergencies."}}}
+{"op":"add","path":"/elements/inc-form","value":{"type":"Form","props":{"name":"incidentForm","buttons":"inc-form-buttons","fields":["inc-field-type","inc-field-loc","inc-field-sev","inc-field-desc"]}}}
+{"op":"add","path":"/elements/inc-field-type","value":{"type":"FormControl","props":{"label":"Incident Type","input":"inc-input-type"}}}
+{"op":"add","path":"/elements/inc-input-type","value":{"type":"Input","props":{"name":"type","placeholder":"e.g. Equipment Failure, Spill, Security","value":{"$bindState":"/newIncident/type"}}}}
+{"op":"add","path":"/elements/inc-field-loc","value":{"type":"FormControl","props":{"label":"Location / Ward","input":"inc-input-loc"}}}
+{"op":"add","path":"/elements/inc-input-loc","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. ICU Bed 4, ER Waiting","value":{"$bindState":"/newIncident/location"}}}}
+{"op":"add","path":"/elements/inc-field-sev","value":{"type":"FormControl","props":{"label":"Severity Level","input":"inc-input-sev"}}}
+{"op":"add","path":"/elements/inc-input-sev","value":{"type":"Select","props":{"name":"severity","items":["sev-high","sev-med","sev-low"],"value":{"$bindState":"/newIncident/severity"}}}}
+{"op":"add","path":"/elements/sev-high","value":{"type":"SelectItem","props":{"value":"High","label":"High Priority"}}}
+{"op":"add","path":"/elements/sev-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium Priority"}}}
+{"op":"add","path":"/elements/sev-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low Priority"}}}
+{"op":"add","path":"/elements/inc-field-desc","value":{"type":"FormControl","props":{"label":"Description / Details","input":"inc-input-desc"}}}
+{"op":"add","path":"/elements/inc-input-desc","value":{"type":"TextArea","props":{"name":"details","placeholder":"Provide specific details regarding the incident...","rows":3,"value":{"$bindState":"/newIncident/details"}}}}
+{"op":"add","path":"/elements/inc-form-buttons","value":{"type":"Buttons","props":{"buttons":["inc-submit-btn"]}}}
+{"op":"add","path":"/elements/inc-submit-btn","value":{"type":"Button","props":{"label":"Submit Incident Report","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/incidents","value":{"id":"$id","type":{"$state":"/newIncident/type"},"location":{"$state":"/newIncident/location"},"severity":{"$state":"/newIncident/severity"},"details":{"$state":"/newIncident/details"}},"clearStatePath":"/incidentModalOpen"}}}}}
+{"op":"add","path":"/elements/inc-close-btn","value":{"type":"Button","props":{"label":"Cancel / Close","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentModalOpen","value":false}}}}}
+{"op":"add","path":"/state/incidentModalOpen","value":false}
+{"op":"add","path":"/state/newIncident","value":{"type":"","location":"","severity":"Medium","details":""}}
+{"op":"add","path":"/elements/transfer-modal","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/transferModalOpen"},"children":["tr-modal-header","tr-form","tr-close-btn"]}}
+{"op":"add","path":"/elements/tr-modal-header","value":{"type":"CardHeader","props":{"title":"12. Request Patient Transfer","subtitle":"Initiate intra-hospital or inter-facility transfer workflow."}}}
+{"op":"add","path":"/elements/tr-form","value":{"type":"Form","props":{"name":"transferForm","buttons":"tr-form-buttons","fields":["tr-field-name","tr-field-from","tr-field-to","tr-field-priority","tr-field-reason"]}}}
+{"op":"add","path":"/elements/tr-field-name","value":{"type":"FormControl","props":{"label":"Patient Name / MRN","input":"tr-input-name"}}}
+{"op":"add","path":"/elements/tr-input-name","value":{"type":"Input","props":{"name":"patientName","placeholder":"e.g. Jane Doe (MRN-9081)","value":{"$bindState":"/newTransfer/patientName"}}}}
+{"op":"add","path":"/elements/tr-field-from","value":{"type":"FormControl","props":{"label":"Current Department","input":"tr-input-from"}}}
+{"op":"add","path":"/elements/tr-input-from","value":{"type":"Input","props":{"name":"fromDept","placeholder":"e.g. Emergency","value":{"$bindState":"/newTransfer/fromDept"}}}}
+{"op":"add","path":"/elements/tr-field-to","value":{"type":"FormControl","props":{"label":"Target Department","input":"tr-input-to"}}}
+{"op":"add","path":"/elements/tr-input-to","value":{"type":"Input","props":{"name":"toDept","placeholder":"e.g. ICU / Telemetry","value":{"$bindState":"/newTransfer/toDept"}}}}
+{"op":"add","path":"/elements/tr-field-priority","value":{"type":"FormControl","props":{"label":"Transfer Priority","input":"tr-input-priority"}}}
+{"op":"add","path":"/elements/tr-input-priority","value":{"type":"Select","props":{"name":"priority","items":["prio-urg","prio-norm","prio-low"],"value":{"$bindState":"/newTransfer/priority"}}}}
+{"op":"add","path":"/elements/prio-urg","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent / STAT"}}}
+{"op":"add","path":"/elements/prio-norm","value":{"type":"SelectItem","props":{"value":"Routine","label":"Routine"}}}
+{"op":"add","path":"/elements/prio-low","value":{"type":"SelectItem","props":{"value":"Elective","label":"Elective"}}}
+{"op":"add","path":"/elements/tr-field-reason","value":{"type":"FormControl","props":{"label":"Reason for Transfer","input":"tr-input-reason"}}}
+{"op":"add","path":"/elements/tr-input-reason","value":{"type":"TextArea","props":{"name":"reason","placeholder":"Clinical justification for transfer...","rows":2,"value":{"$bindState":"/newTransfer/reason"}}}}
+{"op":"add","path":"/elements/tr-form-buttons","value":{"type":"Buttons","props":{"buttons":["tr-submit-btn"]}}}
+{"op":"add","path":"/elements/tr-submit-btn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patientName":{"$state":"/newTransfer/patientName"},"fromDept":{"$state":"/newTransfer/fromDept"},"toDept":{"$state":"/newTransfer/toDept"},"priority":{"$state":"/newTransfer/priority"},"reason":{"$state":"/newTransfer/reason"}},"clearStatePath":"/transferModalOpen"}}}}}
+{"op":"add","path":"/elements/tr-close-btn","value":{"type":"Button","props":{"label":"Cancel / Close","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferModalOpen","value":false}}}}}
+{"op":"add","path":"/state/transferModalOpen","value":false}
+{"op":"add","path":"/state/newTransfer","value":{"patientName":"","fromDept":"","toDept":"","priority":"Urgent","reason":""}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..75501954a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,150 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title-box","header-actions"]}}
+{"op":"add","path":"/elements/header-title-box","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h1","text":"Hospital Operations Command Center"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time facility tracking, patient transfer, and emergency coordination dashboard."}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["date-picker-control"]}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"DatePicker","props":{"mode":"single","name":"dashboardDate","value":{"$bindState":"/selectedDate"}}}}
+{"op":"add","path":"/state/selectedDate","value":["2025-05-18"]}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["bed-kpi","er-kpi","critical-kpi","discharge-kpi"]}}
+{"op":"add","path":"/elements/bed-kpi","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["bed-kpi-title","bed-kpi-progress","bed-kpi-text"]}}
+{"op":"add","path":"/elements/bed-kpi-title","value":{"type":"Heading","props":{"level":"h4","text":"1. Bed Occupancy"}}}
+{"op":"add","path":"/elements/bed-kpi-progress","value":{"type":"Progress","props":{"label":{"$template":"${/metrics/bedOccupancyPct}% Occupied"},"value":{"$state":"/metrics/bedOccupancyPct"}}}}
+{"op":"add","path":"/elements/bed-kpi-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${/metrics/occupiedBeds} / ${/metrics/totalBeds} total beds currently occupied."}}}}
+{"op":"add","path":"/elements/er-kpi","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["er-kpi-title","er-kpi-badge","er-kpi-text"]}}
+{"op":"add","path":"/elements/er-kpi-title","value":{"type":"Heading","props":{"level":"h4","text":"2. Current ER Wait"}}}
+{"op":"add","path":"/elements/er-kpi-badge","value":{"type":"Badge","props":{"text":{"$template":"${/metrics/erWaitTime} mins wait"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/er-kpi-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${/metrics/erWaitingPatients} patients waiting in triage."}}}}
+{"op":"add","path":"/elements/critical-kpi","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["critical-kpi-title","critical-kpi-badge","critical-kpi-text"]}}
+{"op":"add","path":"/elements/critical-kpi-title","value":{"type":"Heading","props":{"level":"h4","text":"6. Critical Patients"}}}
+{"op":"add","path":"/elements/critical-kpi-badge","value":{"type":"Badge","props":{"text":{"$template":"${/metrics/criticalCount} High Alert"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/critical-kpi-text","value":{"type":"TextContent","props":{"size":"small","text":"Requires immediate monitoring."}}}
+{"op":"add","path":"/elements/discharge-kpi","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["discharge-kpi-title","discharge-kpi-badge","discharge-kpi-text"]}}
+{"op":"add","path":"/elements/discharge-kpi-title","value":{"type":"Heading","props":{"level":"h4","text":"7. Ready for Discharge"}}}
+{"op":"add","path":"/elements/discharge-kpi-badge","value":{"type":"Badge","props":{"text":{"$template":"${/metrics/readyDischargeCount} Pending"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/discharge-kpi-text","value":{"type":"TextContent","props":{"size":"small","text":"Awaiting transport or final sign-off."}}}
+{"op":"add","path":"/state/metrics","value":{"bedOccupancyPct":88,"occupiedBeds":440,"totalBeds":500,"erWaitTime":42,"erWaitingPatients":18,"criticalCount":5,"readyDischargeCount":14}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-overview","tab-patients","tab-operations","tab-actions"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"content":["overview-card"],"trigger":"Overview & Analytics","value":"overview"}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["admissions-chart-card","dept-chart-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["admissions-chart-title","admissions-chart","admissions-chart-series"]}}
+{"op":"add","path":"/elements/admissions-chart-title","value":{"type":"Heading","props":{"level":"h3","text":"3. Admissions Over Past Two Weeks"}}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/admissions/dates"},"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Total Patient Admissions"}}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissions/counts"}}}}
+{"op":"add","path":"/state/admissions","value":{"dates":["May 5","May 6","May 7","May 8","May 9","May 10","May 11","May 12","May 13","May 14","May 15","May 16","May 17","May 18"],"counts":[42,38,45,50,52,48,39,41,55,58,62,54,49,51]}}
+{"op":"add","path":"/elements/dept-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dept-chart-title","dept-chart","dept-series"]}}
+{"op":"add","path":"/elements/dept-chart-title","value":{"type":"Heading","props":{"level":"h3","text":"4. Patients Per Department"}}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/deptData/departments"},"series":["dept-series"],"variant":"grouped","xLabel":"Department","yLabel":"Active Patients"}}}
+{"op":"add","path":"/elements/dept-series","value":{"type":"Series","props":{"category":"Current Patients","values":{"$state":"/deptData/patientCounts"}}}}
+{"op":"add","path":"/state/deptData","value":{"departments":["Emergency","ICU","Cardiology","Orthopedics","Pediatrics","Neurology","Oncology"],"patientCounts":[65,28,74,52,41,35,45]}}
+{"op":"add","path":"/elements/tab-patients","value":{"type":"TabItem","props":{"content":["patients-tab-card"],"trigger":"Patient Tracking","value":"patients"}}
+{"op":"add","path":"/elements/patients-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["critical-patients-section","discharge-patients-section"]}}
+{"op":"add","path":"/elements/critical-patients-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["critical-heading","critical-alert","critical-list"]}}
+{"op":"add","path":"/elements/critical-heading","value":{"type":"Heading","props":{"level":"h3","text":"6. Critical Patients (High Attention)"}}}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"description":"Immediate intervention required for ICU bed allocation and specialized staff monitoring.","title":"Critical Status Alert","variant":"destructive"}}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/criticalPatients"},"children":["critical-item-card"]}}
+{"op":"add","path":"/elements/critical-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["critical-item-info","critical-item-status"]}}
+{"op":"add","path":"/elements/critical-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["critical-item-name","critical-item-details"]}}
+{"op":"add","path":"/elements/critical-item-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name} (MRN: ${mrn})"}}}}
+{"op":"add","path":"/elements/critical-item-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Room: ${room} | Diagnosis: ${condition} | Attending: ${doctor}"}}}}
+{"op":"add","path":"/elements/critical-item-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"}}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"condition":"Acute Respiratory Distress","doctor":"Dr. A. Vance","id":"cp-1","mrn":"MRN-9021","name":"Robert Chen","room":"ICU-04","status":"Ventilated / Unstable"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"condition":"STEMI / Post Cardiac Arrest","doctor":"Dr. M. Ross","id":"cp-2","mrn":"MRN-4412","name":"Sarah Jenkins","room":"CCU-02","status":"Hemodynamic Instability"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"condition":"Severe Traumatic Brain Injury","doctor":"Dr. K. Patel","id":"cp-3","mrn":"MRN-8831","name":"David Miller","room":"ICU-09","status":"ICP Elevated"}}
+{"op":"add","path":"/elements/discharge-patients-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["discharge-heading","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-heading","value":{"type":"Heading","props":{"level":"h3","text":"7. Patients Ready for Discharge"}}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/dischargePatients"},"children":["discharge-item-card"]}}
+{"op":"add","path":"/elements/discharge-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["discharge-item-info","discharge-item-action"]}}
+{"op":"add","path":"/elements/discharge-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["discharge-item-name","discharge-item-details"]}}
+{"op":"add","path":"/elements/discharge-item-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name} (Room: ${room})"}}}}
+{"op":"add","path":"/elements/discharge-item-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Department: ${dept} | Transport Status: ${transport}"}}}}
+{"op":"add","path":"/elements/discharge-item-action","value":{"type":"Badge","props":{"text":{"$item":"dischargeStatus"},"variant":"secondary"}}}
+{"op":"add","path":"/state/dischargePatients","value":[]}
+{"op":"add","path":"/state/dischargePatients/0","value":{"dept":"Orthopedics","dischargeStatus":"Awaiting Transport","id":"dp-1","name":"Eleanor Vance","room":"302-B","transport":"Family Pickup at 14:00"}}
+{"op":"add","path":"/state/dischargePatients/1","value":{"dept":"General Surgery","dischargeStatus":"Scripts Signed","id":"dp-2","name":"Marcus Brody","room":"412-A","transport":"Wheelchair Escort Needed"}}
+{"op":"add","path":"/state/dischargePatients/2","value":{"dept":"Cardiology","dischargeStatus":"Final Review","id":"dp-3","name":"Lucia Gomez","room":"215-C","transport":"Self Transport"}}
+{"op":"add","path":"/elements/tab-operations","value":{"type":"TabItem","props":{"content":["operations-tab-card"],"trigger":"Staff, OR & Supplies","value":"operations"}}
+{"op":"add","path":"/elements/operations-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["staff-section","or-section","supplies-section"]}}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["staff-heading","staff-list"]}}
+{"op":"add","path":"/elements/staff-heading","value":{"type":"Heading","props":{"level":"h3","text":"5. Staff on Shift with Role"}}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"key":"id","statePath":"/staffOnShift"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["staff-info","staff-meta"]}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["staff-name","staff-role"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"${name} (${department})"}}}}
+{"op":"add","path":"/elements/staff-role","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Role: ${role}"}}}}
+{"op":"add","path":"/elements/staff-meta","value":{"type":"Badge","props":{"text":{"$item":"shiftHours"},"variant":"outline"}}}
+{"op":"add","path":"/state/staffOnShift","value":[]}
+{"op":"add","path":"/state/staffOnShift/0","value":{"department":"Emergency","id":"st-1","name":"Dr. Gregory House","role":"Attending Physician","shiftHours":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffOnShift/1","value":{"department":"ICU","id":"st-2","name":"Nurse Clara Oswald","role":"Charge Nurse (RN)","shiftHours":"07:00 - 19:00"}}
+{"op":"add","path":"/state/staffOnShift/2","value":{"department":"Surgery","id":"st-3","name":"Dr. Meredith Grey","role":"Lead Surgeon","shiftHours":"06:00 - 18:00"}}
+{"op":"add","path":"/state/staffOnShift/3","value":{"department":"Pediatrics","id":"st-4","name":"Nurse John Watson","role":"Pediatric Specialist","shiftHours":"12:00 - 00:00"}}
+{"op":"add","path":"/state/staffOnShift/4","value":{"department":"Radiology","id":"st-5","name":"Tech James Wilson","role":"CT/MRI Technician","shiftHours":"08:00 - 16:00"}}
+{"op":"add","path":"/elements/or-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["or-heading","or-table"]}}
+{"op":"add","path":"/elements/or-heading","value":{"type":"Heading","props":{"level":"h3","text":"8. Today's Operating Room Bookings"}}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["col-or-id","col-or-procedure","col-or-patient","col-or-surgeon","col-or-time","col-or-status"]}}}
+{"op":"add","path":"/elements/col-or-id","value":{"type":"Col","props":{"data":{"$state":"/orBookings/rooms"},"label":"OR Suite","type":"string"}}}
+{"op":"add","path":"/elements/col-or-procedure","value":{"type":"Col","props":{"data":{"$state":"/orBookings/procedures"},"label":"Procedure","type":"string"}}}
+{"op":"add","path":"/elements/col-or-patient","value":{"type":"Col","props":{"data":{"$state":"/orBookings/patients"},"label":"Patient Name","type":"string"}}}
+{"op":"add","path":"/elements/col-or-surgeon","value":{"type":"Col","props":{"data":{"$state":"/orBookings/surgeons"},"label":"Surgeon","type":"string"}}}
+{"op":"add","path":"/elements/col-or-time","value":{"type":"Col","props":{"data":{"$state":"/orBookings/times"},"label":"Scheduled Time","type":"string"}}}
+{"op":"add","path":"/elements/col-or-status","value":{"type":"Col","props":{"data":{"$state":"/orBookings/statuses"},"label":"Status","type":"string"}}}
+{"op":"add","path":"/state/orBookings","value":{"patients":["Arthur Pendelton","Maria Santos","James Kelly","Henry Zhang"],"procedures":["Coronary Artery Bypass","Total Hip Arthroplasty","Emergency Appendectomy","Craniotomy"],"rooms":["OR 1","OR 2","OR 3","OR 4"],"statuses":["In Progress","Pre-Op Prep","Scheduled","Scheduled"],"surgeons":["Dr. Grey","Dr. Shepherd","Dr. Bailey","Dr. Burke"],"times":["08:00 - 12:00","10:30 - 13:00","13:30 - 15:00","15:30 - 19:00"]}}
+{"op":"add","path":"/elements/supplies-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["supplies-heading","supplies-alert","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-heading","value":{"type":"Heading","props":{"level":"h3","text":"9. Supplies Running Low"}}}
+{"op":"add","path":"/elements/supplies-alert","value":{"type":"TextCallout","props":{"description":"Items below threshold trigger automatic replenishment requests to central medical supply.","title":"Inventory Warning","variant":"warning"}}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"key":"id","statePath":"/lowSupplies"},"children":["supply-item-card"]}}
+{"op":"add","path":"/elements/supply-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"sunk"},"children":["supply-item-info","supply-item-status"]}}
+{"op":"add","path":"/elements/supply-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["supply-item-name","supply-item-stock"]}}
+{"op":"add","path":"/elements/supply-item-name","value":{"type":"TextContent","props":{"size":"default","text":{"$template":"${item} (${department})"}}}}
+{"op":"add","path":"/elements/supply-item-stock","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Stock Level: ${current} remaining (Min Threshold: ${threshold})"}}}}
+{"op":"add","path":"/elements/supply-item-status","value":{"type":"Tag","props":{"size":"sm","text":{"$item":"status"},"variant":"warning"}}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"current":"12 boxes","department":"Emergency / ICU","id":"sup-1","item":"N95 Respirator Masks","status":"Critical Low","threshold":"50 boxes"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"current":"8 bags","department":"Central Supply","id":"sup-2","item":"IV Saline Solution 1000ml","status":"Reorder Placed","threshold":"40 bags"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"current":"4 sets","department":"Anesthesiology","id":"sup-3","item":"Endotracheal Tubes Size 7.5","status":"Critical Low","threshold":"15 sets"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"current":"15 boxes","department":"Operating Room","id":"sup-4","item":"Surgical Gloves (Size 7.5)","status":"Low Stock","threshold":"30 boxes"}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"content":["actions-tab-card"],"trigger":"Requests & Reports","value":"actions"}}
+{"op":"add","path":"/elements/actions-tab-card","value":{"type":"Card","props":{"direction":"row","gap":"l","variant":"clear"},"children":["incident-form-card","transfer-form-card"]}}
+{"op":"add","path":"/elements/incident-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-heading","incident-form","incident-success-callout"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"level":"h3","text":"10. File Safety / Operational Incident"}}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"buttons":"incident-buttons","fields":["field-inc-type","field-inc-location","field-inc-desc"],"name":"incidentForm"}}}
+{"op":"add","path":"/elements/field-inc-type","value":{"type":"FormControl","props":{"hint":"Select the operational or safety category","input":"input-inc-type","label":"Incident Category"}}}
+{"op":"add","path":"/elements/input-inc-type","value":{"type":"Select","props":{"items":["inc-opt-1","inc-opt-2","inc-opt-3","inc-opt-4"],"name":"incCategory","placeholder":"Select Category","value":{"$bindState":"/incidentForm/category"}}}}
+{"op":"add","path":"/elements/inc-opt-1","value":{"type":"SelectItem","props":{"label":"Equipment Malfunction","value":"equipment"}}}
+{"op":"add","path":"/elements/inc-opt-2","value":{"type":"SelectItem","props":{"label":"Medication / Dosage Error","value":"medication"}}}
+{"op":"add","path":"/elements/inc-opt-3","value":{"type":"SelectItem","props":{"label":"Staff Shortage / Overcrowding","value":"staffing"}}}
+{"op":"add","path":"/elements/inc-opt-4","value":{"type":"SelectItem","props":{"label":"Facility Safety Hazard","value":"hazard"}}}
+{"op":"add","path":"/elements/field-inc-location","value":{"type":"FormControl","props":{"hint":"Unit or room number","input":"input-inc-location","label":"Location"}}}
+{"op":"add","path":"/elements/input-inc-location","value":{"type":"Input","props":{"name":"incLocation","placeholder":"e.g., ER Bay 4 or OR Suite 2","type":"text","value":{"$bindState":"/incidentForm/location"}}}}
+{"op":"add","path":"/elements/field-inc-desc","value":{"type":"FormControl","props":{"hint":"Provide details of what occurred","input":"input-inc-desc","label":"Incident Narrative"}}}
+{"op":"add","path":"/elements/input-inc-desc","value":{"type":"TextArea","props":{"name":"incDesc","placeholder":"Describe the incident and immediate actions taken...","rows":4,"value":{"$bindState":"/incidentForm/description"}}}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-incident"]}}}
+{"op":"add","path":"/elements/btn-submit-incident","value":{"type":"Button","props":{"label":"Submit Incident Report","type":"normal","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentSubmitted","value":true}}}}}
+{"op":"add","path":"/elements/incident-success-callout","value":{"type":"Callout","props":{"description":"Incident report logged and routed to Quality & Safety team.","title":"Report Logged Successfully","variant":"success"},"visible":{"$state":"/incidentSubmitted"}}}
+{"op":"add","path":"/state/incidentForm","value":{"category":"","description":"","location":""}}
+{"op":"add","path":"/state/incidentSubmitted","value":false}
+{"op":"add","path":"/elements/transfer-form-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transfer-heading","transfer-form","transfer-success-callout"]}}
+{"op":"add","path":"/elements/transfer-heading","value":{"type":"Heading","props":{"level":"h3","text":"12. Request Patient Transfer"}}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"buttons":"transfer-buttons","fields":["field-tr-patient","field-tr-from","field-tr-to","field-tr-urgency"],"name":"transferForm"}}}
+{"op":"add","path":"/elements/field-tr-patient","value":{"type":"FormControl","props":{"hint":"Patient name or MRN","input":"input-tr-patient","label":"Patient Identification"}}}
+{"op":"add","path":"/elements/input-tr-patient","value":{"type":"Input","props":{"name":"trPatient","placeholder":"e.g., John Doe (MRN-1234)","type":"text","value":{"$bindState":"/transferForm/patient"}}}}
+{"op":"add","path":"/elements/field-tr-from","value":{"type":"FormControl","props":{"input":"input-tr-from","label":"Current Department / Room"}}}
+{"op":"add","path":"/elements/input-tr-from","value":{"type":"Input","props":{"name":"trFrom","placeholder":"e.g., Emergency Dept - Bed 02","type":"text","value":{"$bindState":"/transferForm/from"}}}}
+{"op":"add","path":"/elements/field-tr-to","value":{"type":"FormControl","props":{"input":"input-tr-to","label":"Destination Department"}}}
+{"op":"add","path":"/elements/input-tr-to","value":{"type":"Select","props":{"items":["tr-dept-1","tr-dept-2","tr-dept-3","tr-dept-4"],"name":"trTo","placeholder":"Select Target Department","value":{"$bindState":"/transferForm/to"}}}}
+{"op":"add","path":"/elements/tr-dept-1","value":{"type":"SelectItem","props":{"label":"Intensive Care Unit (ICU)","value":"ICU"}}}
+{"op":"add","path":"/elements/tr-dept-2","value":{"type":"SelectItem","props":{"label":"Cardiology Ward","value":"Cardiology"}}}
+{"op":"add","path":"/elements/tr-dept-3","value":{"type":"SelectItem","props":{"label":"General Surgical Unit","value":"Surgery"}}}
+{"op":"add","path":"/elements/tr-dept-4","value":{"type":"SelectItem","props":{"label":"Step-Down / Telemetry","value":"Telemetry"}}}
+{"op":"add","path":"/elements/field-tr-urgency","value":{"type":"FormControl","props":{"input":"input-tr-urgency","label":"Transfer Urgency Level"}}}
+{"op":"add","path":"/elements/input-tr-urgency","value":{"type":"RadioGroup","props":{"items":["radio-urg-1","radio-urg-2","radio-urg-3"],"name":"trUrgency","value":{"$bindState":"/transferForm/urgency"}}}}
+{"op":"add","path":"/elements/radio-urg-1","value":{"type":"RadioItem","props":{"description":"Immediate bed assignment required","label":"STAT / Critical","value":"stat"}}}
+{"op":"add","path":"/elements/radio-urg-2","value":{"type":"RadioItem","props":{"description":"Transfer within 2 hours","label":"Urgent","value":"urgent"}}}
+{"op":"add","path":"/elements/radio-urg-3","value":{"type":"RadioItem","props":{"description":"Routine bed placement today","label":"Routine","value":"routine"}}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-transfer"]}}}
+{"op":"add","path":"/elements/btn-submit-transfer","value":{"type":"Button","props":{"label":"Submit Transfer Request","type":"normal","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}}}}
+{"op":"add","path":"/elements/transfer-success-callout","value":{"type":"Callout","props":{"description":"Transfer request dispatched to bed control manager.","title":"Transfer Request Submitted","variant":"success"},"visible":{"$state":"/transferSubmitted"}}}
+{"op":"add","path":"/state/transferForm","value":{"from":"","patient":"","to":"","urgency":"urgent"}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..72a303f8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,143 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header-card","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title-group","date-picker-control"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["header-heading","header-subtext"]}}
+{"op":"add","path":"/elements/header-heading","value":{"type":"Heading","props":{"text":"Hospital Operations Command Center","level":"h1"}}}
+{"op":"add","path":"/elements/header-subtext","value":{"type":"TextContent","props":{"text":"Real-time facility status, patient flow, and resource allocation","size":"small"}}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["date-label","selected-date-picker"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"Label","props":{"text":"View Operations Date:"}}}
+{"op":"add","path":"/elements/selected-date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/selectedDate"}}}}
+{"op":"add","path":"/state/selectedDate","value":"2023-10-24"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-bed-occ","kpi-er-wait","kpi-critical","kpi-discharge","kpi-supplies"]}}
+{"op":"add","path":"/elements/kpi-bed-occ","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["bed-occ-label","bed-occ-val","bed-occ-progress"]}}
+{"op":"add","path":"/elements/bed-occ-label","value":{"type":"Label","props":{"text":"Bed Occupancy Rate"}}}
+{"op":"add","path":"/elements/bed-occ-val","value":{"type":"Heading","props":{"text":{"$template":"${/bedOccupancy/percentage}% (${/bedOccupancy/occupied}/${/bedOccupancy/total})"},"level":"h2"}}}
+{"op":"add","path":"/elements/bed-occ-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percentage"},"label":"Capacity Status: High"}}}
+{"op":"add","path":"/state/bedOccupancy","value":{"occupied":412,"total":450,"percentage":91.5}}
+{"op":"add","path":"/elements/kpi-er-wait","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["er-wait-label","er-wait-val","er-wait-tag"]}}
+{"op":"add","path":"/elements/er-wait-label","value":{"type":"Label","props":{"text":"Current ER Wait Time"}}}
+{"op":"add","path":"/elements/er-wait-val","value":{"type":"Heading","props":{"text":{"$template":"${/erWait/timeMinutes} mins"},"level":"h2"}}}
+{"op":"add","path":"/elements/er-wait-tag","value":{"type":"Tag","props":{"text":{"$template":"${/erWait/triagedCount} Waiting in Triage"},"variant":"warning","icon":"clock"}}}
+{"op":"add","path":"/state/erWait","value":{"timeMinutes":42,"triagedCount":18}}
+{"op":"add","path":"/elements/kpi-critical","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["crit-label","crit-val","crit-tag"]}}
+{"op":"add","path":"/elements/crit-label","value":{"type":"Label","props":{"text":"Critical Patients (ICU/CCU)"}}}
+{"op":"add","path":"/elements/crit-val","value":{"type":"Heading","props":{"text":{"$template":"${/criticalCount} Patients"},"level":"h2"}}}
+{"op":"add","path":"/elements/crit-tag","value":{"type":"Tag","props":{"text":"Requires Immediate Attention","variant":"danger"}}}
+{"op":"add","path":"/state/criticalCount","value":14}
+{"op":"add","path":"/elements/kpi-discharge","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["disch-label","disch-val","disch-tag"]}}
+{"op":"add","path":"/elements/disch-label","value":{"type":"Label","props":{"text":"Ready for Discharge"}}}
+{"op":"add","path":"/elements/disch-val","value":{"type":"Heading","props":{"text":{"$template":"${/dischargeCount} Pending"},"level":"h2"}}}
+{"op":"add","path":"/elements/disch-tag","value":{"type":"Tag","props":{"text":"Awaiting Transport/Pharmacy","variant":"success"}}}
+{"op":"add","path":"/state/dischargeCount","value":8}
+{"op":"add","path":"/elements/kpi-supplies","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["supp-label","supp-val","supp-tag"]}}
+{"op":"add","path":"/elements/supp-label","value":{"type":"Label","props":{"text":"Low Supply Alerts"}}}
+{"op":"add","path":"/elements/supp-val","value":{"type":"Heading","props":{"text":{"$template":"${/lowSuppliesCount} Critical Items"},"level":"h2"}}}
+{"op":"add","path":"/elements/supp-tag","value":{"type":"Tag","props":{"text":"Reorder Required","variant":"warning"}}}
+{"op":"add","path":"/state/lowSuppliesCount","value":3}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-dashboard","tab-patients","tab-schedule","tab-actions"]}}}
+{"op":"add","path":"/elements/tab-dashboard","value":{"type":"TabItem","props":{"value":"overview","trigger":"Operations Overview","content":["overview-card"]}}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["admissions-chart-card","dept-distribution-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["admissions-chart-title","admissions-line-chart"]}}
+{"op":"add","path":"/elements/admissions-chart-title","value":{"type":"CardHeader","props":{"title":"Admissions Over Past 2 Weeks","subtitle":"Daily intake tracking across ER and Scheduled Admissions"}}}
+{"op":"add","path":"/elements/admissions-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/admissionsData/dates"},"series":["series-admissions"],"xLabel":"Date","yLabel":"Patient Intake"}}}
+{"op":"add","path":"/elements/series-admissions","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissionsData/counts"}}}}
+{"op":"add","path":"/state/admissionsData","value":{"dates":["Oct 11","Oct 12","Oct 13","Oct 14","Oct 15","Oct 16","Oct 17","Oct 18","Oct 19","Oct 20","Oct 21","Oct 22","Oct 23","Oct 24"],"counts":[28,34,31,45,52,48,39,33,40,46,58,61,50,44]}}
+{"op":"add","path":"/elements/dept-distribution-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["dept-chart-title","dept-bar-chart"]}}
+{"op":"add","path":"/elements/dept-chart-title","value":{"type":"CardHeader","props":{"title":"Patients per Department","subtitle":"Current census distribution across main clinical wings"}}}
+{"op":"add","path":"/elements/dept-bar-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/deptData/names"},"series":["series-dept-patients"],"xLabel":"Department","yLabel":"Active Census"}}}
+{"op":"add","path":"/elements/series-dept-patients","value":{"type":"Series","props":{"category":"Patients","values":{"$state":"/deptData/counts"}}}}
+{"op":"add","path":"/state/deptData","value":{"names":["Emergency","ICU","Cardiology","Orthopedics","Pediatrics","Oncology","Neurology"],"counts":[64,28,75,52,38,44,31]}}
+{"op":"add","path":"/elements/tab-patients","value":{"type":"TabItem","props":{"value":"patients","trigger":"Patient Status & Alerts","content":["patients-tab-card"]}}}
+{"op":"add","path":"/elements/patients-tab-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["critical-patients-section","discharge-patients-section"]}}
+{"op":"add","path":"/elements/critical-patients-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["crit-sec-title","crit-alert-banner","crit-patients-list"]}}
+{"op":"add","path":"/elements/crit-sec-title","value":{"type":"CardHeader","props":{"title":"Critical Patients Callout","subtitle":"High-acuity patients requiring continuous monitoring"}}}
+{"op":"add","path":"/elements/crit-alert-banner","value":{"type":"Alert","props":{"title":"Acuity Warning","description":"ICU capacity is currently at 93%. Two critical transfers pending from ER.","variant":"destructive"}}}
+{"op":"add","path":"/elements/crit-patients-list","value":{"type":"ListBlock","props":{"items":["crit-item-1","crit-item-2","crit-item-3"]}}}
+{"op":"add","path":"/elements/crit-item-1","value":{"type":"ListItem","props":{"title":"John Doe (MRN: #84920) - ICU Bed 04","subtitle":"Diagnosis: Acute Respiratory Distress | Vitals: BP 90/60, SpO2 88% | Attending: Dr. Aris Thorne","actionLabel":"View Chart"}}}
+{"op":"add","path":"/elements/crit-item-2","value":{"type":"ListItem","props":{"title":"Elena Rostova (MRN: #93104) - CCU Bed 02","subtitle":"Diagnosis: STEMI Post-PCI | Vitals: HR 112, BP 140/95 | Attending: Dr. Sarah Jenkins","actionLabel":"View Chart"}}}
+{"op":"add","path":"/elements/crit-item-3","value":{"type":"ListItem","props":{"title":"Marcus Vance (MRN: #72119) - Neuro ICU Bed 08","subtitle":"Diagnosis: Traumatic Brain Injury | Vitals: ICP Elevated | Attending: Dr. Robert Chen","actionLabel":"View Chart"}}}
+{"op":"add","path":"/elements/discharge-patients-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["disch-sec-title","disch-table"]}}
+{"op":"add","path":"/elements/disch-sec-title","value":{"type":"CardHeader","props":{"title":"Patients Ready for Discharge","subtitle":"Cleared for checkout pending final administrative / transport steps"}}}
+{"op":"add","path":"/elements/disch-table","value":{"type":"Table","props":{"columns":["col-patient","col-dept","col-status","col-action"]}}}
+{"op":"add","path":"/elements/col-patient","value":{"type":"Col","props":{"label":"Patient Name & Room","data":{"$state":"/dischargeList/names"},"type":"string"}}}
+{"op":"add","path":"/elements/col-dept","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/dischargeList/depts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Pending Step","data":{"$state":"/dischargeList/statuses"},"type":"string"}}}
+{"op":"add","path":"/elements/col-action","value":{"type":"Col","props":{"label":"Action","data":{"$state":"/dischargeList/actions"},"type":"action"}}}
+{"op":"add","path":"/state/dischargeList","value":{"names":["Sarah Jenkins (Rm 302-A)","Michael Chang (Rm 414-B)","David Miller (Rm 208)","Emma Watson (Rm 512)"],"depts":["Orthopedics","Cardiology","General Surgery","Pediatrics"],"statuses":["Awaiting Transport","Pharmacy Clearance","Discharge Summary","Family Pickup"],"actions":["Process Checkout","Process Checkout","Process Checkout","Process Checkout"]}}
+{"op":"add","path":"/elements/tab-schedule","value":{"type":"TabItem","props":{"value":"schedules","trigger":"OR & Staffing","content":["schedules-tab-card"]}}}
+{"op":"add","path":"/elements/schedules-tab-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["or-bookings-section","staff-shift-section"]}}
+{"op":"add","path":"/elements/or-bookings-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["or-sec-title","or-table"]}}
+{"op":"add","path":"/elements/or-sec-title","value":{"type":"CardHeader","props":{"title":"Today's Operating Room Bookings","subtitle":"Schedule and real-time status of surgical suites"}}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["col-or-suite","col-or-procedure","col-or-surgeon","col-or-time","col-or-status"]}}}
+{"op":"add","path":"/elements/col-or-suite","value":{"type":"Col","props":{"label":"OR Suite","data":{"$state":"/orBookings/suites"},"type":"string"}}}
+{"op":"add","path":"/elements/col-or-procedure","value":{"type":"Col","props":{"label":"Procedure","data":{"$state":"/orBookings/procedures"},"type":"string"}}}
+{"op":"add","path":"/elements/col-or-surgeon","value":{"type":"Col","props":{"label":"Lead Surgeon","data":{"$state":"/orBookings/surgeons"},"type":"string"}}}
+{"op":"add","path":"/elements/col-or-time","value":{"type":"Col","props":{"label":"Scheduled Time","data":{"$state":"/orBookings/times"},"type":"string"}}}
+{"op":"add","path":"/elements/col-or-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/orBookings/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/orBookings","value":{"suites":["OR-01","OR-02","OR-03","OR-04","OR-05"],"procedures":["Coronary Artery Bypass","Total Knee Replacement","Emergency Appendectomy","Craniotomy","Laparoscopic Cholecystectomy"],"surgeons":["Dr. A. Stone","Dr. M. Garcia","Dr. K. Patel","Dr. R. Chen","Dr. L. Vance"],"times":["07:30 - 11:30","08:00 - 10:30","09:15 - 10:45","11:00 - 15:00","13:00 - 14:30"],"statuses":["In Progress","Closing","Pre-Op Prep","Scheduled","Scheduled"]}}
+{"op":"add","path":"/elements/staff-shift-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["staff-sec-title","staff-list"]}}
+{"op":"add","path":"/elements/staff-sec-title","value":{"type":"CardHeader","props":{"title":"Active Staff on Shift","subtitle":"Current roster across active care teams"}}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/staffMembers","key":"id"},"children":["staff-card"]}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"m"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["staff-name","staff-role-dept"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/staff-role-dept","value":{"type":"TextContent","props":{"text":{"$template":"${role} • ${dept}"},"size":"small"}}}
+{"op":"add","path":"/state/staffMembers","value":[]}
+{"op":"add","path":"/state/staffMembers/0","value":{"id":"s1","name":"Dr. Sarah Jenkins","role":"Attending Physician","dept":"Cardiology","initials":"SJ"}}
+{"op":"add","path":"/state/staffMembers/1","value":{"id":"s2","name":"Nurse Marcus Brody","role":"Charge Nurse","dept":"Emergency / ER","initials":"MB"}}
+{"op":"add","path":"/state/staffMembers/2","value":{"id":"s3","name":"Dr. Aris Thorne","role":"Intensivist","dept":"ICU","initials":"AT"}}
+{"op":"add","path":"/state/staffMembers/3","value":{"id":"s4","name":"Nurse Elena Rostova","role":"Triage Nurse","dept":"Emergency / ER","initials":"ER"}}
+{"op":"add","path":"/state/staffMembers/4","value":{"id":"s5","name":"Tech David Miller","role":"Surgical Tech","dept":"Operating Room","initials":"DM"}}
+{"op":"add","path":"/state/staffMembers/5","value":{"id":"s6","name":"Dr. Maya Lin","role":"Anesthesiologist","dept":"Anesthesiology","initials":"ML"}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"Requests & Operations","content":["actions-tab-card"]}}}
+{"op":"add","path":"/elements/actions-tab-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["supplies-low-card","transfer-request-card","incident-reporting-card"]}}
+{"op":"add","path":"/elements/supplies-low-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["supplies-title","supplies-accordion"]}}
+{"op":"add","path":"/elements/supplies-title","value":{"type":"CardHeader","props":{"title":"Supplies Running Low","subtitle":"Inventory requiring immediate restock or transfer"}}}
+{"op":"add","path":"/elements/supplies-accordion","value":{"type":"Accordion","props":{"items":["supp-item-1","supp-item-2","supp-item-3"]}}}
+{"op":"add","path":"/elements/supp-item-1","value":{"type":"AccordionItem","props":{"value":"s1","trigger":"⚠️ IV Saline Solution Bags (0.9% 1000ml) - 12 units left","content":["supp-desc-1"]}}}
+{"op":"add","path":"/elements/supp-desc-1","value":{"type":"TextContent","props":{"text":"Current Stock: 12 units (Minimum Threshold: 50 units). Location: Central Supply Ward B. Urgent order dispatched to central pharmacy."}}}
+{"op":"add","path":"/elements/supp-item-2","value":{"type":"AccordionItem","props":{"value":"s2","trigger":"⚠️ Surgical Gloves (Size M) - 4 boxes left","content":["supp-desc-2"]}}}
+{"op":"add","path":"/elements/supp-desc-2","value":{"type":"TextContent","props":{"text":"Current Stock: 4 boxes (Minimum Threshold: 20 boxes). Location: OR Prep Room 2. Restock request auto-generated."}}}
+{"op":"add","path":"/elements/supp-item-3","value":{"type":"AccordionItem","props":{"value":"s3","trigger":"⚠️ Propofol Emulsion 10mg/ml - 8 vials left","content":["supp-desc-3"]}}}
+{"op":"add","path":"/elements/supp-desc-3","value":{"type":"TextContent","props":{"text":"Current Stock: 8 vials (Minimum Threshold: 25 vials). Location: ICU Pharmacy Vault. High demand period."}}}
+{"op":"add","path":"/elements/transfer-request-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["transfer-title","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-title","value":{"type":"CardHeader","props":{"title":"Request Patient Transfer","subtitle":"Initiate internal department or unit transfer"}}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","buttons":"transfer-buttons","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-urgency-control"]}}}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient ID / Name","input":"transfer-patient-input"}}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g. John Doe (#84920)","value":{"$bindState":"/forms/transfer/patient"}}}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"Current Department / Unit","input":"transfer-from-select"}}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transferFrom","placeholder":"Select Current Location","items":["sel-from-er","sel-from-icu","sel-from-ortho","sel-from-cardio"],"value":{"$bindState":"/forms/transfer/from"}}}}
+{"op":"add","path":"/elements/sel-from-er","value":{"type":"SelectItem","props":{"value":"er","label":"Emergency Room"}}}
+{"op":"add","path":"/elements/sel-from-icu","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"}}}
+{"op":"add","path":"/elements/sel-from-ortho","value":{"type":"SelectItem","props":{"value":"ortho","label":"Orthopedics"}}}
+{"op":"add","path":"/elements/sel-from-cardio","value":{"type":"SelectItem","props":{"value":"cardio","label":"Cardiology"}}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"Target Department / Unit","input":"transfer-to-select"}}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Select Destination","items":["sel-to-icu","sel-to-stepdown","sel-to-peds","sel-to-cardio"],"value":{"$bindState":"/forms/transfer/to"}}}}
+{"op":"add","path":"/elements/sel-to-icu","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"}}}
+{"op":"add","path":"/elements/sel-to-stepdown","value":{"type":"SelectItem","props":{"value":"stepdown","label":"Step-Down Unit"}}}
+{"op":"add","path":"/elements/sel-to-peds","value":{"type":"SelectItem","props":{"value":"peds","label":"Pediatrics"}}}
+{"op":"add","path":"/elements/sel-to-cardio","value":{"type":"SelectItem","props":{"value":"cardio","label":"Cardiology"}}}
+{"op":"add","path":"/elements/transfer-urgency-control","value":{"type":"FormControl","props":{"label":"Priority / Urgency","input":"transfer-urgency-radio"}}}
+{"op":"add","path":"/elements/transfer-urgency-radio","value":{"type":"RadioGroup","props":{"name":"transferUrgency","items":["rad-urg-routine","rad-urg-urgent","rad-urg-stat"],"value":{"$bindState":"/forms/transfer/urgency"}}}}
+{"op":"add","path":"/elements/rad-urg-routine","value":{"type":"RadioItem","props":{"label":"Routine","description":"Within 4 hours","value":"routine"}}}
+{"op":"add","path":"/elements/rad-urg-urgent","value":{"type":"RadioItem","props":{"label":"Urgent","description":"Within 1 hour","value":"urgent"}}}
+{"op":"add","path":"/elements/rad-urg-stat","value":{"type":"RadioItem","props":{"label":"STAT","description":"Immediate / Life-Threatening","value":"stat"}}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-transfer"]}}}
+{"op":"add","path":"/elements/btn-submit-transfer","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/forms/transfer/submitted","value":true}}}}}
+{"op":"add","path":"/state/forms","value":{"transfer":{"patient":"","from":"","to":"","urgency":"routine","submitted":false},"incident":{"type":"","location":"","details":"","submitted":false}}}
+{"op":"add","path":"/elements/incident-reporting-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["incident-title","incident-form"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"CardHeader","props":{"title":"File an Operational Incident","subtitle":"Report equipment failure, safety events, or facility issues"}}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentForm","buttons":"incident-buttons","fields":["incident-type-control","incident-location-control","incident-details-control"]}}}
+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident Category","input":"incident-type-select"}}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Select Category","items":["inc-cat-equip","inc-cat-fall","inc-cat-staff","inc-cat-med"],"value":{"$bindState":"/forms/incident/type"}}}}
+{"op":"add","path":"/elements/inc-cat-equip","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment Malfunction"}}}
+{"op":"add","path":"/elements/inc-cat-fall","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient Safety / Fall"}}}
+{"op":"add","path":"/elements/inc-cat-staff","value":{"type":"SelectItem","props":{"value":"staffing","label":"Critical Staffing Shortage"}}}
+{"op":"add","path":"/elements/inc-cat-med","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication Variance"}}}
+{"op":"add","path":"/elements/incident-location-control","value":{"type":"FormControl","props":{"label":"Location / Room #","input":"incident-location-input"}}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"e.g. OR Suite 3 or Ward 4 East","value":{"$bindState":"/forms/incident/location"}}}}
+{"op":"add","path":"/elements/incident-details-control","value":{"type":"FormControl","props":{"label":"Detailed Description","input":"incident-details-textarea"}}}
+{"op":"add","path":"/elements/incident-details-textarea","value":{"type":"TextArea","props":{"name":"incidentDetails","placeholder":"Describe what happened and immediate actions taken...","rows":3,"value":{"$bindState":"/forms/incident/details"}}}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-incident"]}}}
+{"op":"add","path":"/elements/btn-submit-incident","value":{"type":"Button","props":{"label":"File Safety Incident Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/forms/incident/submitted","value":true}}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..f00a92243
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","summary-callout","metrics-row","tabs-container","dialog-request-resource","dialog-export"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["title-group","header-actions"]}}
+{"op":"add","path":"/elements/title-group","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["portfolio-heading","sub-header-text"]}}
+{"op":"add","path":"/elements/portfolio-heading","value":{"type":"Heading","props":{"text":"PMO Portfolio Review","level":"h1"}}}
+{"op":"add","path":"/elements/sub-header-text","value":{"type":"TextContent","props":{"text":"Executive Governance & Performance Overview","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["quarter-select","btn-trigger-resource","btn-trigger-export"]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","value":{"$bindState":"/selectedQuarter"},"items":["opt-q1","opt-q2","opt-q3","opt-q4"]}}}
+{"op":"add","path":"/elements/opt-q1","value":{"type":"SelectItem","props":{"value":"Q1 2025","label":"Q1 2025"}}}
+{"op":"add","path":"/elements/opt-q2","value":{"type":"SelectItem","props":{"value":"Q2 2025","label":"Q2 2025"}}}
+{"op":"add","path":"/elements/opt-q3","value":{"type":"SelectItem","props":{"value":"Q3 2025","label":"Q3 2025"}}}
+{"op":"add","path":"/elements/opt-q4","value":{"type":"SelectItem","props":{"value":"Q4 2025","label":"Q4 2025"}}}
+{"op":"add","path":"/elements/btn-trigger-resource","value":{"type":"Button","props":{"label":"Request Staffing","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/resourceOpen","value":true}}}}}
+{"op":"add","path":"/elements/btn-trigger-export","value":{"type":"Button","props":{"label":"Export Review","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/exportOpen","value":true}}}}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q1 2025"}
+{"op":"add","path":"/state/dialogs","value":{"resourceOpen":false,"exportOpen":false}}
+{"op":"add","path":"/elements/summary-callout","value":{"type":"Callout","props":{"variant":"success","title":"Overall Portfolio Health","description":{"$template":"${/portfolioSummary}"}}}}
+{"op":"add","path":"/state/portfolioSummary","value":"Portfolio is tracking well: 82% of projects on target, average team utilization at 88%, though 2 critical path risks require executive intervention."}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-utilization","metric-pace"]}}
+{"op":"add","path":"/elements/metric-utilization","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["util-title","util-progress"]}}
+{"op":"add","path":"/elements/util-title","value":{"type":"Heading","props":{"text":"Team Utilization","level":"h4"}}}
+{"op":"add","path":"/elements/util-progress","value":{"type":"Progress","props":{"value":{"$state":"/teamUtilization"},"label":"88% Capacity Allocated"}}}
+{"op":"add","path":"/state/teamUtilization","value":88}
+{"op":"add","path":"/elements/metric-pace","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["pace-title","pace-chart"]}}
+{"op":"add","path":"/elements/pace-title","value":{"type":"Heading","props":{"text":"Delivery Pace (Story Points / Sprint)","level":"h4"}}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["Sprint 20","Sprint 21","Sprint 22","Sprint 23","Sprint 24","Sprint 25"],"series":["pace-series"],"xLabel":"Sprint","yLabel":"Velocity"}}}
+{"op":"add","path":"/elements/pace-series","value":{"type":"Series","props":{"category":"Points Completed","values":[120,135,128,142,150,145]}}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-projects","tab-budget","tab-risks","tab-milestones"]}}}
+{"op":"add","path":"/elements/tab-projects","value":{"type":"TabItem","props":{"value":"projects","trigger":"Active Projects & Work","content":["projects-card"]}}}
+{"op":"add","path":"/elements/projects-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["projects-header","projects-list","archive-alert"]}}
+{"op":"add","path":"/elements/projects-header","value":{"type":"CardHeader","props":{"title":"Active Portfolio Projects","subtitle":"Monitor status, deadlines, and manage completion actions"}}}
+{"op":"add","path":"/elements/projects-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-item-card"]}}
+{"op":"add","path":"/elements/project-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["project-info","project-badge","btn-archive"]}}
+{"op":"add","path":"/elements/project-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["proj-name","proj-meta"]}}
+{"op":"add","path":"/elements/proj-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/proj-meta","value":{"type":"TextContent","props":{"text":{"$template":"Owner: **${owner}** | Target Completion: **${deadline}**"},"size":"small"}}}
+{"op":"add","path":"/elements/project-badge","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":{"$cond":{"$item":"health","eq":"On Track"},"$then":"default","$else":"destructive"}}}}
+{"op":"add","path":"/elements/btn-archive","value":{"type":"Button","props":{"label":"Archive Project","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/projects","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/archive-alert","value":{"type":"Alert","props":{"title":"Archive Action","description":"Clicking 'Archive Project' safely removes finished initiatives from active tracking into historical archives.","variant":"info"}}}
+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"p1","name":"Core Cloud Migration","owner":"Sarah Jenkins","deadline":"2025-04-15","health":"On Track"}}
+{"op":"add","path":"/state/projects/1","value":{"id":"p2","name":"ERP System Integration","owner":"Marcus Chen","deadline":"2025-05-30","health":"At Risk"}}
+{"op":"add","path":"/state/projects/2","value":{"id":"p3","name":"Mobile Banking Redesign","owner":"Elena Rostova","deadline":"2025-03-31","health":"On Track"}}
+{"op":"add","path":"/state/projects/3","value":{"id":"p4","name":"AI Customer Portal","owner":"David Kalu","deadline":"2025-06-15","health":"On Track"}}
+{"op":"add","path":"/elements/tab-budget","value":{"type":"TabItem","props":{"value":"budget","trigger":"Budget Tracking","content":["budget-card"]}}}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["budget-header","budget-chart"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Budget Allocation vs Spent ($k)","subtitle":"Financial consumption across major initiatives"}}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"BarChart","props":{"labels":["Cloud Migration","ERP Integration","Mobile Redesign","AI Portal"],"series":["series-allocated","series-spent"],"xLabel":"Project","yLabel":"Amount ($k)"}}}
+{"op":"add","path":"/elements/series-allocated","value":{"type":"Series","props":{"category":"Allocated","values":[450,800,300,600]}}}
+{"op":"add","path":"/elements/series-spent","value":{"type":"Series","props":{"category":"Spent","values":[320,680,190,210]}}}
+{"op":"add","path":"/elements/tab-risks","value":{"type":"TabItem","props":{"value":"risks","trigger":"Risks & Blockers","content":["risks-card"]}}}
+{"op":"add","path":"/elements/risks-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risks-header","risks-table-heading","risks-table","blockers-table-heading","blockers-table"]}}
+{"op":"add","path":"/elements/risks-header","value":{"type":"CardHeader","props":{"title":"Active Governance Risks & Impairments","subtitle":"Critical threats and blocked delivery items requiring escalation"}}}
+{"op":"add","path":"/elements/risks-table-heading","value":{"type":"Heading","props":{"text":"Portfolio Risk Registry","level":"h4"}}}
+{"op":"add","path":"/elements/risks-table","value":{"type":"Table","props":{"columns":["col-risk-title","col-risk-proj","col-risk-severity"]}}}
+{"op":"add","path":"/elements/col-risk-title","value":{"type":"Col","props":{"label":"Risk Description","data":{"$state":"/riskData/titles"},"type":"string"}}}
+{"op":"add","path":"/elements/col-risk-proj","value":{"type":"Col","props":{"label":"Impacted Project","data":{"$state":"/riskData/projects"},"type":"string"}}}
+{"op":"add","path":"/elements/col-risk-severity","value":{"type":"Col","props":{"label":"Severity","data":{"$state":"/riskData/severities"},"type":"string"}}}
+{"op":"add","path":"/state/riskData","value":{"titles":["Vendor API delay for payment gateway","Data center migration security compliance audit delay","Database license cost overrun"],"projects":["Mobile Banking Redesign","Core Cloud Migration","ERP System Integration"],"severities":["High","Critical","Medium"]}}
+{"op":"add","path":"/elements/blockers-table-heading","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h4"}}}
+{"op":"add","path":"/elements/blockers-table","value":{"type":"Table","props":{"columns":["col-block-id","col-block-desc","col-block-owner"]}}}
+{"op":"add","path":"/elements/col-block-id","value":{"type":"Col","props":{"label":"Ticket ID","data":{"$state":"/blockerData/ids"},"type":"string"}}}
+{"op":"add","path":"/elements/col-block-desc","value":{"type":"Col","props":{"label":"Blocker Summary","data":{"$state":"/blockerData/summaries"},"type":"string"}}}
+{"op":"add","path":"/elements/col-block-owner","value":{"type":"Col","props":{"label":"Assigned Lead","data":{"$state":"/blockerData/owners"},"type":"string"}}}
+{"op":"add","path":"/state/blockerData","value":{"ids":["BLK-104","BLK-89","BLK-212"],"summaries":["Waiting on legal review for third-party vendor clause","Pending firewall port approval for staging server","OAuth credentials not provisioned by Infosec"],"owners":["A. Wright","M. Chen","S. Jenkins"]}}
+{"op":"add","path":"/elements/tab-milestones","value":{"type":"TabItem","props":{"value":"milestones","trigger":"Milestones & Schedules","content":["milestones-card"]}}}
+{"op":"add","path":"/elements/milestones-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["milestones-header","overdue-callout","overdue-list-title","overdue-list","upcoming-list-title","upcoming-list"]}}
+{"op":"add","path":"/elements/milestones-header","value":{"type":"CardHeader","props":{"title":"Milestone Schedule Overview","subtitle":"Track overdue deliverables and upcoming two-week deadlines"}}}
+{"op":"add","path":"/elements/overdue-callout","value":{"type":"TextCallout","props":{"variant":"danger","title":"Attention Needed","description":"2 milestones are overdue and impact critical path schedules."}}}
+{"op":"add","path":"/elements/overdue-list-title","value":{"type":"Heading","props":{"text":"Overdue Milestones","level":"h4"}}}
+{"op":"add","path":"/elements/overdue-list","value":{"type":"ListBlock","props":{"items":["overdue-item-1","overdue-item-2"]}}}
+{"op":"add","path":"/elements/overdue-item-1","value":{"type":"ListItem","props":{"title":"Legacy DB Schema Deprecation","subtitle":"Project: Core Cloud Migration | Due: 5 days ago","actionLabel":"Escalate"}}}
+{"op":"add","path":"/elements/overdue-item-2","value":{"type":"ListItem","props":{"title":"ERP Sandbox Environment Delivery","subtitle":"Project: ERP System Integration | Due: 12 days ago","actionLabel":"Escalate"}}}
+{"op":"add","path":"/elements/upcoming-list-title","value":{"type":"Heading","props":{"text":"Deadlines in Next 2 Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/upcoming-list","value":{"type":"ListBlock","props":{"items":["upcoming-item-1","upcoming-item-2","upcoming-item-3"]}}}
+{"op":"add","path":"/elements/upcoming-item-1","value":{"type":"ListItem","props":{"title":"UAT Sign-off - Phase 1","subtitle":"Project: Mobile Banking Redesign | Due: Mar 20, 2025"}}}
+{"op":"add","path":"/elements/upcoming-item-2","value":{"type":"ListItem","props":{"title":"Security Penetration Test Report","subtitle":"Project: Core Cloud Migration | Due: Mar 24, 2025"}}}
+{"op":"add","path":"/elements/upcoming-item-3","value":{"type":"ListItem","props":{"title":"AI Prompt Architecture Design","subtitle":"Project: AI Customer Portal | Due: Mar 27, 2025"}}}
+{"op":"add","path":"/elements/dialog-request-resource","value":{"type":"DialogBlock","props":{"triggerLabel":"","title":"Request Resource Allocation","description":"Submit a PMO request for additional engineering or management capacity.","content":["resource-form"],"triggerVariant":"ghost"},"visible":{"$state":"/dialogs/resourceOpen"}}}
+{"op":"add","path":"/elements/resource-form","value":{"type":"Form","props":{"name":"resourceForm","buttons":"resource-form-btns","fields":["f-res-project","f-res-count","f-res-role","f-res-notes"]}}}
+{"op":"add","path":"/elements/f-res-project","value":{"type":"FormControl","props":{"label":"Target Project","input":"in-res-project"}}}
+{"op":"add","path":"/elements/in-res-project","value":{"type":"Select","props":{"name":"reqProject","value":{"$bindState":"/forms/reqProject"},"items":["opt-p1","opt-p2","opt-p3"]}}}
+{"op":"add","path":"/elements/opt-p1","value":{"type":"SelectItem","props":{"value":"Core Cloud Migration","label":"Core Cloud Migration"}}}
+{"op":"add","path":"/elements/opt-p2","value":{"type":"SelectItem","props":{"value":"ERP System Integration","label":"ERP System Integration"}}}
+{"op":"add","path":"/elements/opt-p3","value":{"type":"SelectItem","props":{"value":"Mobile Banking Redesign","label":"Mobile Banking Redesign"}}}
+{"op":"add","path":"/elements/f-res-count","value":{"type":"FormControl","props":{"label":"FTE Count Required","input":"in-res-count"}}}
+{"op":"add","path":"/elements/in-res-count","value":{"type":"Input","props":{"name":"reqCount","type":"number","value":{"$bindState":"/forms/reqCount"},"placeholder":"e.g. 2"}}}
+{"op":"add","path":"/elements/f-res-role","value":{"type":"FormControl","props":{"label":"Skill Set / Role","input":"in-res-role"}}}
+{"op":"add","path":"/elements/in-res-role","value":{"type":"Input","props":{"name":"reqRole","type":"text","value":{"$bindState":"/forms/reqRole"},"placeholder":"e.g. Senior DevOps Engineer"}}}
+{"op":"add","path":"/elements/f-res-notes","value":{"type":"FormControl","props":{"label":"Business Justification","input":"in-res-notes"}}}
+{"op":"add","path":"/elements/in-res-notes","value":{"type":"TextArea","props":{"name":"reqNotes","rows":3,"value":{"$bindState":"/forms/reqNotes"},"placeholder":"Explain why capacity is insufficient..."}}}
+{"op":"add","path":"/elements/resource-form-btns","value":{"type":"Buttons","props":{"buttons":["btn-submit-res","btn-close-res"]}}}
+{"op":"add","path":"/elements/btn-submit-res","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/resourceOpen","value":false}}}}}
+{"op":"add","path":"/elements/btn-close-res","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/resourceOpen","value":false}}}}}
+{"op":"add","path":"/state/forms","value":{"reqProject":"Core Cloud Migration","reqCount":"1","reqRole":"","reqNotes":""}}
+{"op":"add","path":"/elements/dialog-export","value":{"type":"DialogBlock","props":{"triggerLabel":"","title":"Export Portfolio Review","description":"Generate executive summary packages for presentation.","content":["export-options"],"triggerVariant":"ghost"},"visible":{"$state":"/dialogs/exportOpen"}}}
+{"op":"add","path":"/elements/export-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["export-radio","export-btns"]}}
+{"op":"add","path":"/elements/export-radio","value":{"type":"RadioGroup","props":{"name":"exportFormat","defaultValue":"pdf","items":["opt-exp-pdf","opt-exp-ppt","opt-exp-csv"]}}}
+{"op":"add","path":"/elements/opt-exp-pdf","value":{"type":"RadioItem","props":{"label":"Executive PDF Summary","description":"High-level deck suitable for board updates","value":"pdf"}}}
+{"op":"add","path":"/elements/opt-exp-ppt","value":{"type":"RadioItem","props":{"label":"PowerPoint Slide Deck","description":"Editable slides with current chart vector graphics","value":"ppt"}}}
+{"op":"add","path":"/elements/opt-exp-csv","value":{"type":"RadioItem","props":{"label":"Raw CSV Data Export","description":"Complete raw dataset including risk registers and milestone timelines","value":"csv"}}}
+{"op":"add","path":"/elements/export-btns","value":{"type":"Buttons","props":{"buttons":["btn-confirm-export","btn-cancel-export"]}}}
+{"op":"add","path":"/elements/btn-confirm-export","value":{"type":"Button","props":{"label":"Download Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/exportOpen","value":false}}}}}
+{"op":"add","path":"/elements/btn-cancel-export","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/dialogs/exportOpen","value":false}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..f4c67898f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r2.txt
@@ -0,0 +1,101 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","summary-callout","controls-card","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-block","header-actions"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"CardHeader","props":{"title":"PMO Portfolio Review","subtitle":"Q3 2024 Executive Overview & Operational Health"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["export-btn","resource-request-btn"]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/alertMessage","value":"Portfolio review report exported successfully (PDF/XLSX)."}}}}}
+{"op":"add","path":"/elements/resource-request-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Resource Allocation","triggerVariant":"default","title":"Resource Allocation Request","description":"Submit a request to the PMO staffing board for additional project capacity.","content":["resource-form"]}}}
+{"op":"add","path":"/elements/resource-form","value":{"type":"Form","props":{"name":"resourceForm","buttons":"resource-form-btns","fields":["rf-project","rf-roles","rf-justification"]},"on":{"submit":{"action":"setState","params":{"statePath":"/alertMessage","value":"Resource request submitted for PMO approval."}}}}}
+{"op":"add","path":"/elements/rf-project","value":{"type":"FormControl","props":{"label":"Target Project","hint":"Select active portfolio project","input":"rf-project-select"}}}
+{"op":"add","path":"/elements/rf-project-select","value":{"type":"Select","props":{"name":"projectSelect","value":{"$bindState":"/resourceForm/project"},"placeholder":"Select project","items":["proj-opt-1","proj-opt-2","proj-opt-3","proj-opt-4"]}}}
+{"op":"add","path":"/elements/proj-opt-1","value":{"type":"SelectItem","props":{"value":"p1","label":"Phoenix Cloud Migration"}}}
+{"op":"add","path":"/elements/proj-opt-2","value":{"type":"SelectItem","props":{"value":"p2","label":"Apollo Mobile App Redesign"}}}
+{"op":"add","path":"/elements/proj-opt-3","value":{"type":"SelectItem","props":{"value":"p3","label":"CyberShield Zero Trust Security"}}}
+{"op":"add","path":"/elements/proj-opt-4","value":{"type":"SelectItem","props":{"value":"p4","label":"DataMesh Enterprise ERP Sync"}}}
+{"op":"add","path":"/elements/rf-roles","value":{"type":"FormControl","props":{"label":"Required FTEs / Roles","hint":"e.g., 2 Senior Backend Engineers","input":"rf-roles-input"}}}
+{"op":"add","path":"/elements/rf-roles-input","value":{"type":"Input","props":{"name":"rolesInput","placeholder":"e.g. 1 Lead DevOps, 2 QA Engineers","value":{"$bindState":"/resourceForm/roles"}}}}
+{"op":"add","path":"/elements/rf-justification","value":{"type":"FormControl","props":{"label":"Business Justification","hint":"Explain why additional capacity is needed to maintain schedule","input":"rf-justification-ta"}}}
+{"op":"add","path":"/elements/rf-justification-ta","value":{"type":"TextArea","props":{"name":"justificationTa","placeholder":"Describe project bottleneck or acceleration goal...","rows":3,"value":{"$bindState":"/resourceForm/justification"}}}}
+{"op":"add","path":"/elements/resource-form-btns","value":{"type":"Buttons","props":{"direction":"row"},"children":["resource-submit-btn"]}}
+{"op":"add","path":"/elements/resource-submit-btn","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary","size":"medium"}}}
+{"op":"add","path":"/elements/summary-callout","value":{"type":"Callout","props":{"variant":"info","title":"1. Portfolio One-Line Health Summary","description":{"$state":"/portfolioSummary"}}}}
+{"op":"add","path":"/state/portfolioSummary","value":"Overall Portfolio Health is AMBER: 4 Active Projects tracking at 82% average delivery pace, but 3 critical risks and 2 overdue milestones require immediate management intervention."}
+{"op":"add","path":"/state/alertMessage","value":""}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["quarter-selector-group","export-status-alert"]}}
+{"op":"add","path":"/elements/quarter-selector-group","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["quarter-label","quarter-select"]}}
+{"op":"add","path":"/elements/quarter-label","value":{"type":"Label","props":{"text":"Review Period / Quarter:"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarterSelect","value":{"$bindState":"/selectedQuarter"},"items":["q-item-1","q-item-2","q-item-3","q-item-4"]}}}
+{"op":"add","path":"/elements/q-item-1","value":{"type":"SelectItem","props":{"value":"q1-2024","label":"Q1 2024 (Historical)"}}}
+{"op":"add","path":"/elements/q-item-2","value":{"type":"SelectItem","props":{"value":"q2-2024","label":"Q2 2024 (Historical)"}}}
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+{"op":"add","path":"/elements/q-item-4","value":{"type":"SelectItem","props":{"value":"q4-2024","label":"Q4 2024 (Upcoming Planning)"}}}
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+{"op":"add","path":"/state/blockedItems/1","value":{"id":"b2","task":"Cross-Region Disaster Recovery","project":"Phoenix Cloud","blocker":"Cloud Provider Quotas Limit Increase","owner":"Ops Team B"}}
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+{"op":"add","path":"/elements/risks-table","value":{"type":"Table","props":{"columns":["col-risk-id","col-risk-desc","col-risk-proj","col-risk-sev","col-risk-mitigation"]}}}
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+{"op":"add","path":"/elements/pace-heading","value":{"type":"Heading","props":{"text":"Delivery Pace (Story Points completed past 6 Sprints)","level":"h4"}}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["Sprint 18","Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23"],"series":["series-planned","series-actual"],"xLabel":"Sprint","yLabel":"Story Points Completed"}}}
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+{"op":"add","path":"/elements/util-heading","value":{"type":"Heading","props":{"text":"Team Resource Utilization (%)","level":"h4"}}}
+{"op":"add","path":"/elements/util-chart","value":{"type":"BarChart","props":{"labels":["Frontend Eng","Backend Eng","DevOps / Infra","QA Automation","Product / PM"],"series":["series-target-util","series-actual-util"],"xLabel":"Functional Track","yLabel":"Allocation %"}}}
+{"op":"add","path":"/elements/series-target-util","value":{"type":"Series","props":{"category":"Optimal Target (85%)","values":[85,85,85,85,85]}}}
+{"op":"add","path":"/elements/series-actual-util","value":{"type":"Series","props":{"category":"Current Utilization","values":[92,108,95,78,88]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..1bde0591d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,130 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","health-summary-banner","kpi-grid","tabs-container","followups"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["title-area","header-actions"]}}
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+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["quarter-select-control","export-btn","request-resource-dialog"]}}
+{"op":"add","path":"/elements/quarter-select-control","value":{"type":"FormControl","props":{"label":"Review Period","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","value":{"$bindState":"/selectedQuarter"},"items":["q1-opt","q2-opt","q3-opt","q4-opt"]},"children":[]}}
+{"op":"add","path":"/elements/q1-opt","value":{"type":"SelectItem","props":{"value":"Q1 2025","label":"Q1 2025"}}}
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+{"op":"add","path":"/elements/q3-opt","value":{"type":"SelectItem","props":{"value":"Q3 2025","label":"Q3 2025"}}}
+{"op":"add","path":"/elements/q4-opt","value":{"type":"SelectItem","props":{"value":"Q4 2025","label":"Q4 2025"}}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q1 2025"}
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+{"op":"add","path":"/elements/resource-form","value":{"type":"Form","props":{"name":"resourceForm","buttons":"resource-form-btns","fields":["rf-project","rf-role","rf-count","rf-reason"]}}}
+{"op":"add","path":"/elements/rf-project","value":{"type":"FormControl","props":{"label":"Target Project","input":"rf-proj-input"}}}
+{"op":"add","path":"/elements/rf-proj-input","value":{"type":"Input","props":{"name":"project","placeholder":"e.g. Cloud Migration Platform"}}}
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+{"op":"add","path":"/elements/rf-reason-input","value":{"type":"TextArea","props":{"name":"reason","placeholder":"Explain timeline risk or scope change requiring additional capacity..."}}}
+{"op":"add","path":"/elements/resource-form-btns","value":{"type":"Buttons","props":{"buttons":["submit-resource-btn"]}}}
+{"op":"add","path":"/elements/submit-resource-btn","value":{"type":"Button","props":{"label":"Submit Allocation Request","variant":"primary"}}}
+{"op":"add","path":"/elements/health-summary-banner","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health: Caution Required (78% On-Track)","description":"Overall portfolio is moderately healthy. 3 active projects require attention due to 2 overdue milestones and resource constraints in Cloud DevOps. Sprint velocity remains steady over the past 6 sprints."}}}
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+{"op":"add","path":"/elements/kpi-a-label","value":{"type":"TextContent","props":{"size":"small","text":"Active Projects"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-u-label","value":{"type":"TextContent","props":{"size":"small","text":"Avg Team Utilization"},"children":[]}}
+{"op":"add","path":"/elements/kpi-u-val","value":{"type":"Heading","props":{"level":"h2","text":"88.4%"}}}
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+{"op":"add","path":"/elements/kpi-o-label","value":{"type":"TextContent","props":{"size":"small","text":"Critical Overdue Milestones"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-r-label","value":{"type":"TextContent","props":{"size":"small","text":"High / Critical Risks"},"children":[]}}
+{"op":"add","path":"/elements/kpi-r-val","value":{"type":"Heading","props":{"level":"h2","text":"3 Open Risks"}}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-projects","tab-finance","tab-delivery","tab-risks"]}}}
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+{"op":"add","path":"/state/projects/4","value":{"id":"p5","name":"AI Data Pipeline Expansion","owner":"Aisha Patel","department":"Data & AI","deadline":"2025-06-15","health":"On Track"}}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["budget-header","budget-chart","budget-table"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Budget Spent vs Allocation ($K)","subtitle":"Financial tracking across active portfolio initiatives."}}}
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+{"op":"add","path":"/elements/series-spent","value":{"type":"Series","props":{"category":"Spent to Date ($K)","values":[620,580,290,210,180]}}}
+{"op":"add","path":"/elements/budget-table","value":{"type":"Table","props":{"columns":["col-proj","col-alloc","col-spent","col-var"]}}}
+{"op":"add","path":"/elements/col-proj","value":{"type":"Col","props":{"label":"Project Name","type":"string","data":["Cloud Platform Modernization","ERP System Integration","Customer Portal Redesign","Cybersecurity Zero-Trust","AI Data Pipeline"]}}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..b466d87bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,154 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..c6bc61c99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r1.txt
@@ -0,0 +1,107 @@
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+{"op":"add","path":"/state/curtailmentOrders/0","value":{"amount":"300","id":"cur-101","reason":"Transmission Thermal Constraint","region":"West Zone","status":"Enforced","time":"08:15 AM"}}
+{"op":"add","path":"/state/curtailmentOrders/1","value":{"amount":"120","id":"cur-102","reason":"Renewable Generation Oversupply","region":"North Zone","status":"Enforced","time":"10:30 AM"}}
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+{"op":"add","path":"/elements/outage-header","value":{"type":"CardHeader","props":{"subtitle":"Unplanned grid faults and trip incidents across regions","title":"Active Network Outages"}}}
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+{"op":"add","path":"/state/outages/0","value":{"customers":"14,200","eta":"14:30 EST","id":"OUT-8821","region":"Eastern Coastal (Sub-station 4)","severity":"High Severity","title":"Feeder Line 115kV Tripped"}}
+{"op":"add","path":"/state/outages/1","value":{"customers":"2,850","eta":"12:15 EST","id":"OUT-8824","region":"Central Metro Grid (Zone B)","severity":"Medium Severity","title":"Transformer T-3 Thermal Fault"}}
+{"op":"add","path":"/state/outages/2","value":{"customers":"450","eta":"16:00 EST","id":"OUT-8830","region":"Southern Industrial Corridor","severity":"Low Severity","title":"Distribution Bus Voltage Sag"}}
+{"op":"add","path":"/elements/planned-maint-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["maint-header","maint-accordion"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"subtitle":"Scheduled maintenance and asset upgrades for the current calendar month","title":"Maintenance Planned This Month"}}}
+{"op":"add","path":"/elements/maint-accordion","value":{"type":"Accordion","props":{"items":["maint-item-1","maint-item-2","maint-item-3"]},"children":[]}}
+{"op":"add","path":"/elements/maint-item-1","value":{"type":"AccordionItem","props":{"content":["maint-content-1"],"trigger":"Oct 12-15: Northern HVDC Interconnector Inspection","value":"m-1"},"children":[]}}
+{"op":"add","path":"/elements/maint-content-1","value":{"type":"TextContent","props":{"text":"Scheduled annual dielectric oil test and valve hall replacement. Transmission capacity reduced by 600 MW for Northern Sector during window."},"children":[]}}
+{"op":"add","path":"/elements/maint-item-2","value":{"type":"AccordionItem","props":{"content":["maint-content-2"],"trigger":"Oct 18-20: Substation B-12 Switchgear Overhaul","value":"m-2"},"children":[]}}
+{"op":"add","path":"/elements/maint-content-2","value":{"type":"TextContent","props":{"text":"Upgrading circuit breakers to 63kA SF6-free units. Localized redundancy enabled; no consumer load shedding expected."},"children":[]}}
+{"op":"add","path":"/elements/maint-item-3","value":{"type":"AccordionItem","props":{"content":["maint-content-3"],"trigger":"Oct 24-28: Vanguard Nuclear Reactor Refueling (Unit 1)","value":"m-3"},"children":[]}}
+{"op":"add","path":"/elements/maint-content-3","value":{"type":"TextContent","props":{"text":"Planned outage for refueling and steam generator tube inspection. 1,200 MW baseline output offline. Gas CCGT units queued for peak balancing."},"children":[]}}
+{"op":"add","path":"/elements/tab-forecast","value":{"type":"TabItem","props":{"content":["forecast-section"],"trigger":"24-Hour Demand Forecast","value":"forecast"},"children":[]}}
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+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"subtitle":"Projected system demand curve vs available generation dispatchable reserves","title":"24-Hour Day-Ahead Demand Forecast"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],"series":["series-demand","series-capacity"],"variant":"natural","xLabel":"Time of Day","yLabel":"Power (MW)"},"children":[]}}
+{"op":"add","path":"/elements/series-demand","value":{"type":"Series","props":{"category":"Projected Demand (MW)","values":[24000,22500,26800,34500,37200,38900,36400,31200,26500]},"children":[]}}
+{"op":"add","path":"/elements/series-capacity","value":{"type":"Series","props":{"category":"Max Available Reserve (MW)","values":[41500,41500,41500,41500,41500,41500,41500,41500,41500]},"children":[]}}
+{"op":"add","path":"/elements/forecast-notes","value":{"type":"TextCallout","props":{"description":"Expected evening peak at 15:00-16:00 EST (38,900 MW) driven by high air conditioning load in Central Metro Grid. Hydro pumped storage units scheduled for discharge starting 14:30.","title":"Forecast Operator Insights","variant":"info"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..d89e6212e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r2.txt
@@ -0,0 +1,93 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["header-card","alert-callout","kpi-grid","region-filter-card","forecast-card","middle-grid","bottom-grid","curtailment-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","live-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"GridControl OS — Power Network Operator Console","subtitle":"Real-time Transmission System Operator (TSO) Telemetry & Operations"}}}
+{"op":"add","path":"/elements/live-badge","value":{"type":"Badge","props":{"text":"LIVE TRANSMISSION TELEMETRY","variant":"destructive"}}}
+{"op":"add","path":"/elements/alert-callout","value":{"type":"Callout","props":{"variant":"warning","title":"System Alert: Transformer Overload Warning","description":"Substation Alpha-9 operating at 94% rated limit. Automatic curtailment protocol active."}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-load","kpi-capacity","kpi-price","kpi-emissions"]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-load-title","kpi-load-val"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"Current Electricity Load","size":"small"}}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"Heading","props":{"text":"42,850 MW","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-capacity","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-cap-title","kpi-cap-val","kpi-cap-progress"]}}
+{"op":"add","path":"/elements/kpi-cap-title","value":{"type":"TextContent","props":{"text":"Capacity Headroom","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cap-val","value":{"type":"Heading","props":{"text":"85.7% of Cap (50,000 MW)","level":"h3"}}}
+{"op":"add","path":"/elements/kpi-cap-progress","value":{"type":"Progress","props":{"value":85.7,"label":"85.7% Load Level"}}}
+{"op":"add","path":"/elements/kpi-price","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-price-title","kpi-price-val"]}}
+{"op":"add","path":"/elements/kpi-price-title","value":{"type":"TextContent","props":{"text":"Current Wholesale Price","size":"small"}}}
+{"op":"add","path":"/elements/kpi-price-val","value":{"type":"Heading","props":{"text":"$68.40 / MWh","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-emissions","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-em-title","kpi-em-val"]}}
+{"op":"add","path":"/elements/kpi-em-title","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-em-val","value":{"type":"Heading","props":{"text":"142.5 kt CO₂e","level":"h2"}}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"regionFilter","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-north","opt-south","opt-east","opt-west"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Transmission Zones"}}}
+{"op":"add","path":"/elements/opt-north","value":{"type":"SelectItem","props":{"value":"North Zone","label":"North Transmission Zone"}}}
+{"op":"add","path":"/elements/opt-south","value":{"type":"SelectItem","props":{"value":"South Zone","label":"South Transmission Zone"}}}
+{"op":"add","path":"/elements/opt-east","value":{"type":"SelectItem","props":{"value":"East Zone","label":"East Transmission Zone"}}}
+{"op":"add","path":"/elements/opt-west","value":{"type":"SelectItem","props":{"value":"West Zone","label":"West Transmission Zone"}}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["forecast-header","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-Hour Demand Forecast vs Expected Generation","subtitle":"Projected grid load and baseline capacity across upcoming cycles"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["forecast-series-demand","forecast-series-cap"]}}
+{"op":"add","path":"/elements/forecast-series-demand","value":{"type":"Series","props":{"category":"Projected Demand (MW)","values":[32000,29500,38000,44500,46000,43000,35000]}}}
+{"op":"add","path":"/elements/forecast-series-cap","value":{"type":"Series","props":{"category":"Available Cap (MW)","values":[50000,50000,50000,50000,50000,50000,50000]}}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["gen-split-card","plant-status-card"]}}
+{"op":"add","path":"/elements/gen-split-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["gen-split-header","gen-split-chart"]}}
+{"op":"add","path":"/elements/gen-split-header","value":{"type":"CardHeader","props":{"title":"Generation Split by Source","subtitle":"Real-time fuel mix contribution"}}}
+{"op":"add","path":"/elements/gen-split-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Nuclear","Natural Gas","Wind","Solar","Hydro","Coal"],"values":[14000,12500,8200,4100,3000,1050]}}}
+{"op":"add","path":"/elements/plant-status-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["plant-status-header","plant-table"]}}
+{"op":"add","path":"/elements/plant-status-header","value":{"type":"CardHeader","props":{"title":"Generation Facilities Status","subtitle":"Active plant metrics and operational readiness"}}}
+{"op":"add","path":"/elements/plant-table","value":{"type":"Table","props":{"columns":["col-plant-name","col-plant-region","col-plant-type","col-plant-out","col-plant-status"]}}}
+{"op":"add","path":"/elements/col-plant-name","value":{"type":"Col","props":{"label":"Plant Name","data":["Vance Nuclear Station","Highland Wind Farm","Riverstone Gas CCGT","Apex Solar Facility","Cascade Hydro Plant","Blackwood Coal Facility"]}}}
+{"op":"add","path":"/elements/col-plant-region","value":{"type":"Col","props":{"label":"Zone","data":["North Zone","West Zone","East Zone","South Zone","North Zone","East Zone"]}}}
+{"op":"add","path":"/elements/col-plant-type","value":{"type":"Col","props":{"label":"Type","data":["Nuclear","Wind","Gas","Solar","Hydro","Coal"]}}}
+{"op":"add","path":"/elements/col-plant-out","value":{"type":"Col","props":{"label":"Current Output","data":["4,200 MW","2,100 MW","3,800 MW","1,200 MW","1,500 MW","850 MW"]}}}
+{"op":"add","path":"/elements/col-plant-status","value":{"type":"Col","props":{"label":"Status","data":["Online - 100%","Online - Optimal","Online - Load Following","Online - Partial Cloud","Online - Peak Reserve","Curtailed - 50%"]}}}
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+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["outages-header","outages-list"]}}
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+{"op":"add","path":"/elements/outage-sub","value":{"type":"TextContent","props":{"text":{"$template":"Affected Customers: ${customers} | Est. Restoration: ${eta}"},"size":"small"}}}
+{"op":"add","path":"/state/outages","value":[]}
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+{"op":"add","path":"/state/outages/1","value":{"id":"2","region":"South Zone","title":"Substation B Transformer Fault","customers":"8,500","eta":"16:00 EST"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"3","region":"West Zone","title":"Storm Damage Lines #88/89","customers":"3,100","eta":"18:15 EST"}}
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+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance (This Month)","subtitle":"Scheduled outages and asset inspections"}}}
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+{"op":"add","path":"/elements/maint-title","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}** (${zone})"},"size":"default"}}}
+{"op":"add","path":"/elements/maint-sub","value":{"type":"TextContent","props":{"text":{"$template":"Date: ${date} | Scope: ${scope}"},"size":"small"}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"1","asset":"Reactor Unit 2 Inspection","zone":"North Zone","date":"Oct 12-15","scope":"Refueling & Safety Test"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"2","asset":"HVDC Interconnector Maintenance","zone":"East Zone","date":"Oct 18-19","scope":"Filter Replacement"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"3","asset":"Substation Delta Switchgear","zone":"West Zone","date":"Oct 24-25","scope":"Busbar Upgrade"}}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live System Telemetry Alerts","subtitle":"Real-time events stream"}}}
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+{"op":"add","path":"/elements/alert-time","value":{"type":"TextContent","props":{"text":{"$template":"Timestamp: ${time}"},"size":"small"}}}
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+{"op":"add","path":"/state/alerts/1","value":{"id":"2","level":"WARN","msg":"Wind Farm Alpha ramp rate exceeded 15% / min","time":"10:39:02"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"3","level":"INFO","msg":"Blackwood Coal Unit 1 curtailment acknowledged","time":"10:31:40"}}
+{"op":"add","path":"/elements/curtailment-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["curtailment-header","curtailment-form"]}}
+{"op":"add","path":"/elements/curtailment-header","value":{"type":"CardHeader","props":{"title":"Order Generation Curtailment","subtitle":"Emergency / Dispatch directive to reduce plant load"}}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailmentForm","buttons":"curtailment-btns","fields":["fc-plant","fc-mw","fc-reason"]}}}
+{"op":"add","path":"/elements/fc-plant","value":{"type":"FormControl","props":{"label":"Select Target Plant","input":"curtailment-plant-select"}}}
+{"op":"add","path":"/elements/curtailment-plant-select","value":{"type":"Select","props":{"name":"curtailmentPlant","value":{"$bindState":"/curtailment/plant"},"items":["cp-1","cp-2","cp-3","cp-4"]}}}
+{"op":"add","path":"/elements/cp-1","value":{"type":"SelectItem","props":{"value":"Blackwood Coal Facility","label":"Blackwood Coal Facility (East Zone)"}}}
+{"op":"add","path":"/elements/cp-2","value":{"type":"SelectItem","props":{"value":"Riverstone Gas CCGT","label":"Riverstone Gas CCGT (East Zone)"}}}
+{"op":"add","path":"/elements/cp-3","value":{"type":"SelectItem","props":{"value":"Highland Wind Farm","label":"Highland Wind Farm (West Zone)"}}}
+{"op":"add","path":"/elements/cp-4","value":{"type":"SelectItem","props":{"value":"Vance Nuclear Station","label":"Vance Nuclear Station (North Zone)"}}}
+{"op":"add","path":"/elements/fc-mw","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW Reduction)","input":"curtailment-mw-slider"}}}
+{"op":"add","path":"/elements/curtailment-mw-slider","value":{"type":"Slider","props":{"name":"curtailmentMW","variant":"discrete","min":50,"max":1000,"step":50,"value":{"$bindState":"/curtailment/amount"},"label":"MW Reduction Level"}}}
+{"op":"add","path":"/elements/fc-reason","value":{"type":"FormControl","props":{"label":"Directive Reason / Authorization Code","input":"curtailment-reason-input"}}}
+{"op":"add","path":"/elements/curtailment-reason-input","value":{"type":"Input","props":{"name":"reason","placeholder":"e.g., Transmission Line Overload / Directive TSO-9021","value":{"$bindState":"/curtailment/reason"}}}}
+{"op":"add","path":"/elements/curtailment-btns","value":{"type":"Buttons","props":{"buttons":["btn-issue-curtailment"]}}}
+{"op":"add","path":"/elements/btn-issue-curtailment","value":{"type":"Button","props":{"label":"Execute Dispatch Curtailment Order","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","level":"COMMAND","msg":{"$template":"Curtailment directive issued for ${/curtailment/plant}: -${/curtailment/amount} MW. Reason: ${/curtailment/reason}"},"time":"10:45:00"}}}}}}
+{"op":"add","path":"/state/curtailment","value":{"plant":"Blackwood Coal Facility","amount":250,"reason":"Substation Alpha-9 Line Relief"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..18e44eb82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r3.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"console-root"}
+{"op":"add","path":"/elements/console-root","value":{"type":"Card","props":{"variant":"sunk","gap":"m"},"children":["header-card","filter-alert-bar","grid-kpi","grid-middle","grid-bottom"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-info","curtailment-dialog"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"National Grid Control Console","level":"h2"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Real-time power dispatch, generation telemetry, and region operations","size":"small"}}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Order Curtailment","triggerVariant":"destructive","title":"Order Load / Generation Curtailment","description":"Select target region, facility, and shedding capacity to execute emergency grid stabilization.","content":["curtailment-form"]}}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailmentForm","buttons":"curtailment-buttons","fields":["curtailment-region-ctrl","curtailment-amount-ctrl","curtailment-reason-ctrl"]}}}
+{"op":"add","path":"/elements/curtailment-region-ctrl","value":{"type":"FormControl","props":{"label":"Target Region","input":"curtailment-region-select"}}}
+{"op":"add","path":"/elements/curtailment-region-select","value":{"type":"Select","props":{"name":"curtailmentRegion","value":{"$bindState":"/curtailment/region"},"items":["region-opt-all","region-opt-north","region-opt-south","region-opt-east","region-opt-west"]}}}
+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions"}}}
+{"op":"add","path":"/elements/region-opt-north","value":{"type":"SelectItem","props":{"value":"Northern Sector","label":"Northern Sector"}}}
+{"op":"add","path":"/elements/region-opt-south","value":{"type":"SelectItem","props":{"value":"Southern Grid","label":"Southern Grid"}}}
+{"op":"add","path":"/elements/region-opt-east","value":{"type":"SelectItem","props":{"value":"Eastern Metro","label":"Eastern Metro"}}}
+{"op":"add","path":"/elements/region-opt-west","value":{"type":"SelectItem","props":{"value":"Western Uplands","label":"Western Uplands"}}}
+{"op":"add","path":"/elements/curtailment-amount-ctrl","value":{"type":"FormControl","props":{"label":"Curtailment Volume (MW)","hint":"Specify capacity reduction target","input":"curtailment-amount-slider"}}}
+{"op":"add","path":"/elements/curtailment-amount-slider","value":{"type":"Slider","props":{"name":"curtailmentMw","variant":"continuous","min":50,"max":1500,"step":50,"defaultValue":[250]}}}
+{"op":"add","path":"/elements/curtailment-reason-ctrl","value":{"type":"FormControl","props":{"label":"Protocol / Reason","input":"curtailment-reason-input"}}}
+{"op":"add","path":"/elements/curtailment-reason-input","value":{"type":"Input","props":{"name":"reason","placeholder":"e.g. Frequency response mitigation","value":{"$bindState":"/curtailment/reason"}}}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["submit-curtailment-btn"]}}}
+{"op":"add","path":"/elements/submit-curtailment-btn","value":{"type":"Button","props":{"label":"Issue Dispatch Instruction","type":"destructive","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/lastAction","value":"Curtailment instruction transmitted successfully."}}}}}
+{"op":"add","path":"/state/curtailment","value":{"region":"Northern Sector","reason":"Frequency balance","lastAction":""}}
+{"op":"add","path":"/elements/filter-alert-bar","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["region-selector-box","live-alerts-carousel"]}}
+{"op":"add","path":"/elements/region-selector-box","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"activeRegion","value":{"$bindState":"/selectedRegion"},"size":"medium","items":["filter-opt-all","filter-opt-north","filter-opt-south","filter-opt-east","filter-opt-west"]}}}
+{"op":"add","path":"/elements/filter-opt-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions (National)"}}}
+{"op":"add","path":"/elements/filter-opt-north","value":{"type":"SelectItem","props":{"value":"Northern Sector","label":"Northern Sector"}}}
+{"op":"add","path":"/elements/filter-opt-south","value":{"type":"SelectItem","props":{"value":"Southern Grid","label":"Southern Grid"}}}
+{"op":"add","path":"/elements/filter-opt-east","value":{"type":"SelectItem","props":{"value":"Eastern Metro","label":"Eastern Metro"}}}
+{"op":"add","path":"/elements/filter-opt-west","value":{"type":"SelectItem","props":{"value":"Western Uplands","label":"Western Uplands"}}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/live-alerts-carousel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["alerts-title-row","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["alerts-badge","alerts-heading"]}}
+{"op":"add","path":"/elements/alerts-badge","value":{"type":"Badge","props":{"text":"LIVE ALERTS","variant":"destructive"}}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"TextContent","props":{"text":"System Events & Telemetry Triggers","size":"small-heavy"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"repeat":{"statePath":"/liveAlerts","key":"id"},"children":["alert-item-card"]}}
+{"op":"add","path":"/elements/alert-item-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["alert-header","alert-desc"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["alert-tag","alert-time"]}}
+{"op":"add","path":"/elements/alert-tag","value":{"type":"Tag","props":{"text":{"$item":"level"},"variant":{"$cond":{"$item":"isWarning"},"$then":"danger","$else":"warning"},"size":"sm"}}}
+{"op":"add","path":"/elements/alert-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"}}}
+{"op":"add","path":"/elements/alert-desc","value":{"type":"TextContent","props":{"text":{"$item":"message"},"size":"small"}}}
+{"op":"add","path":"/state/liveAlerts","value":[]}
+{"op":"add","path":"/state/liveAlerts/0","value":{"id":"a1","level":"CRITICAL","isWarning":true,"time":"14:32:05","message":"Transformer overrun at North Substation #4"}}
+{"op":"add","path":"/state/liveAlerts/1","value":{"id":"a2","level":"WARNING","isWarning":false,"time":"14:28:11","message":"Wind Farm West frequency oscillation detected"}}
+{"op":"add","path":"/state/liveAlerts/2","value":{"id":"a3","level":"INFO","isWarning":false,"time":"14:15:00","message":"South Solar ramp rate +120 MW/min"}}
+{"op":"add","path":"/elements/grid-kpi","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-load","kpi-capacity","kpi-price","kpi-emissions"]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-load-title","kpi-load-val","kpi-load-sub"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"Current Electricity Load","size":"small"}}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/currentLoadMw} MW"},"level":"h3"}}}
+{"op":"add","path":"/elements/kpi-load-sub","value":{"type":"TextContent","props":{"text":"Peak expected at 18:00","size":"small"}}}
+{"op":"add","path":"/elements/kpi-capacity","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cap-title","kpi-cap-progress","kpi-cap-sub"]}}
+{"op":"add","path":"/elements/kpi-cap-title","value":{"type":"TextContent","props":{"text":"Network Capacity Headroom","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cap-progress","value":{"type":"Progress","props":{"value":84.2,"label":"84.2% Capacity Used"}}}
+{"op":"add","path":"/elements/kpi-cap-sub","value":{"type":"TextContent","props":{"text":"Margin: 6,320 MW remaining","size":"small"}}}
+{"op":"add","path":"/elements/kpi-price","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-price-title","kpi-price-val","kpi-price-sub"]}}
+{"op":"add","path":"/elements/kpi-price-title","value":{"type":"TextContent","props":{"text":"Current Wholesale Price","size":"small"}}}
+{"op":"add","path":"/elements/kpi-price-val","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/currentPriceMwh} / MWh"},"level":"h3"}}}
+{"op":"add","path":"/elements/kpi-price-sub","value":{"type":"TextContent","props":{"text":"+4.5% vs previous hour","size":"small"}}}
+{"op":"add","path":"/elements/kpi-emissions","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-em-title","kpi-em-val","kpi-em-sub"]}}
+{"op":"add","path":"/elements/kpi-em-title","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-em-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/emissionsTodayTonnes} tCO2e"},"level":"h3"}}}
+{"op":"add","path":"/elements/kpi-em-sub","value":{"type":"TextContent","props":{"text":"Avg Intensity: 142 g/kWh","size":"small"}}}
+{"op":"add","path":"/state/metrics","value":{"currentLoadMw":33680,"capacityPct":84.2,"currentPriceMwh":68.50,"emissionsTodayTonnes":48290}}
+{"op":"add","path":"/elements/grid-middle","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["gen-split-card","forecast-card"]}}
+{"op":"add","path":"/elements/gen-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gen-split-header","gen-pie-chart"]}}
+{"op":"add","path":"/elements/gen-split-header","value":{"type":"CardHeader","props":{"title":"Generation Split by Source","subtitle":"Real-time fuel mix contribution"}}}
+{"op":"add","path":"/elements/gen-pie-chart","value":{"type":"PieChart","props":{"labels":["Nuclear","Offshore Wind","Gas CCGT","Solar PV","Hydro","Imports"],"values":[11200,9800,7400,3200,1200,880],"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["forecast-header","forecast-line-chart"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-Hour Demand Forecast vs Generation","subtitle":"Rolling hourly system demand projection (MW)"}}}
+{"op":"add","path":"/elements/forecast-line-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["series-demand","series-capacity"],"variant":"natural","xLabel":"Time","yLabel":"MW"}}}
+{"op":"add","path":"/elements/series-demand","value":{"type":"Series","props":{"category":"Forecast Demand (MW)","values":[24000,21500,31000,35200,34800,37500,28000]}}}
+{"op":"add","path":"/elements/series-capacity","value":{"type":"Series","props":{"category":"Available Capacity (MW)","values":[40000,40000,40000,40000,40000,40000,40000]}}}
+{"op":"add","path":"/elements/grid-bottom","value":{"type":"Tabs","props":{"items":["tab-plants","tab-outages","tab-maintenance"]}}}
+{"op":"add","path":"/elements/tab-plants","value":{"type":"TabItem","props":{"value":"plants","trigger":"Power Plants Telemetry","content":["plants-table-card"]}}}
+{"op":"add","path":"/elements/tab-outages","value":{"type":"TabItem","props":{"value":"outages","trigger":"Active Outages","content":["outages-card"]}}}
+{"op":"add","path":"/elements/tab-maintenance","value":{"type":"TabItem","props":{"value":"maintenance","trigger":"Planned Maintenance","content":["maintenance-card"]}}}
+{"op":"add","path":"/elements/plants-table-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plants-header","plants-table"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Generation Assets Operational Status","subtitle":"Live output, nominal capacity, and health metrics"}}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["col-plant-name","col-plant-region","col-plant-type","col-plant-output","col-plant-status"]}}}
+{"op":"add","path":"/elements/col-plant-name","value":{"type":"Col","props":{"label":"Facility Name","data":["Sizewell B Nuclear","Hornsea Wind Array","Severn Combined Gas","Drax Biomass","Cruachan Hydro","Blyth Solar Park"],"type":"string"}}}
+{"op":"add","path":"/elements/col-plant-region","value":{"type":"Col","props":{"label":"Region","data":["Eastern Metro","Northern Sector","Southern Grid","Northern Sector","Western Uplands","Northern Sector"],"type":"string"}}}
+{"op":"add","path":"/elements/col-plant-type","value":{"type":"Col","props":{"label":"Fuel / Source","data":["Nuclear","Wind","Gas CCGT","Biomass","Hydro","Solar"],"type":"string"}}}
+{"op":"add","path":"/elements/col-plant-output","value":{"type":"Col","props":{"label":"Output / Max Capacity","data":["1,200 MW / 1,200 MW","1,120 MW / 1,400 MW","850 MW / 1,000 MW","600 MW / 650 MW","400 MW / 440 MW","85 MW / 100 MW"],"type":"string"}}}
+{"op":"add","path":"/elements/col-plant-status","value":{"type":"Col","props":{"label":"Status","data":["100% - Normal","80% - Normal","85% - Dispatching","92% - Normal","90% - Standby","85% - Peak"],"type":"string"}}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Network Unplanned Outages","subtitle":"Impacted regions, customers affected, and restoration ETA"}}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-row"]}}
+{"op":"add","path":"/elements/outage-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["outage-left","outage-right"]}}
+{"op":"add","path":"/elements/outage-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["outage-title","outage-region-tag"]}}
+{"op":"add","path":"/elements/outage-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/outage-region-tag","value":{"type":"Tag","props":{"text":{"$template":"Region: ${region}"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/outage-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["outage-cust","outage-eta"]}}
+{"op":"add","path":"/elements/outage-cust","value":{"type":"TextContent","props":{"text":{"$template":"${customers} customers affected"},"size":"small"}}}
+{"op":"add","path":"/elements/outage-eta","value":{"type":"TextContent","props":{"text":{"$template":"Est. Restoration: ${eta}"},"size":"small"}}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","title":"Feeder Trip #12 - High Voltage Line Down","region":"Northern Sector","customers":"14,200","eta":"16:30 Today"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","title":"Substation B Relay Fault","region":"Southern Grid","customers":"3,850","eta":"15:45 Today"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","title":"Storm Damage - Rural Distribution Spur","region":"Western Uplands","customers":"890","eta":"19:00 Today"}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maint-header","maint-list"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance (This Month)","subtitle":"Scheduled outages, line upgrades, and grid reinforcement"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"ListBlock","props":{"variant":"number","items":["maint-1","maint-2","maint-3","maint-4"]}}}
+{"op":"add","path":"/elements/maint-1","value":{"type":"ListItem","props":{"title":"Northern Interconnector Overhaul","subtitle":"Northern Sector | Oct 12 - Oct 18 | Transformer Replacement & Busbar Retrofit | Capacity impact: -400 MW"}}}
+{"op":"add","path":"/elements/maint-2","value":{"type":"ListItem","props":{"title":"Coastal HVDC Converter Station Testing","subtitle":"Eastern Metro | Oct 19 - Oct 21 | Annual Safety & Inverter Diagnostics | Capacity impact: -250 MW"}}}
+{"op":"add","path":"/elements/maint-3","value":{"type":"ListItem","props":{"title":"Southern Transmission Line 400kV Re-stringing","subtitle":"Southern Grid | Oct 22 - Oct 27 | Thermal Rating Upgrade & Clearance Maintenance | Capacity impact: None (Rerouted)"}}}
+{"op":"add","path":"/elements/maint-4","value":{"type":"ListItem","props":{"title":"Western Uplands Pumped Storage Penstock Inspection","subtitle":"Western Uplands | Oct 28 - Oct 30 | Hydraulic Valve Overhaul | Capacity impact: -200 MW"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..2315d766c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-power__r4.txt
@@ -0,0 +1,95 @@
+{"op":"add","path":"/root","value":"console-root"}
+{"op":"add","path":"/elements/console-root","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-bar","region-filter-card","kpi-grid","main-tabs"]}}
+{"op":"add","path":"/elements/header-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"⚡ National Power Grid Operations Console","subtitle":"Real-Time System Monitor & Dispatch Control"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["curtailment-dialog","alert-dialog"]}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Order Curtailment","triggerVariant":"destructive","title":"Emergency Load Curtailment Order","description":"Dispatch automated curtailment directive to regional industrial partners and peaking assets.","content":["curtailment-form"]}}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailmentForm","buttons":"curtailment-buttons","fields":["curtail-region","curtail-amount","curtail-reason"]}}}
+{"op":"add","path":"/elements/curtail-region","value":{"type":"FormControl","props":{"label":"Target Region","input":"curtail-region-select"}}}
+{"op":"add","path":"/elements/curtail-region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select Region","items":["c-reg-all","c-reg-north","c-reg-south","c-reg-east","c-reg-west"],"value":{"$bindState":"/curtailment/region"}}}}
+{"op":"add","path":"/elements/c-reg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Operating Zones"}}}
+{"op":"add","path":"/elements/c-reg-north","value":{"type":"SelectItem","props":{"value":"north","label":"Northern Grid Zone"}}}
+{"op":"add","path":"/elements/c-reg-south","value":{"type":"SelectItem","props":{"value":"south","label":"Southern Grid Zone"}}}
+{"op":"add","path":"/elements/c-reg-east","value":{"type":"SelectItem","props":{"value":"east","label":"Eastern Grid Zone"}}}
+{"op":"add","path":"/elements/c-reg-west","value":{"type":"SelectItem","props":{"value":"west","label":"Western Grid Zone"}}}
+{"op":"add","path":"/elements/curtail-amount","value":{"type":"FormControl","props":{"label":"Curtailment Load (MW)","input":"curtail-amount-slider"}}}
+{"op":"add","path":"/elements/curtail-amount-slider","value":{"type":"Slider","props":{"name":"amount","variant":"discrete","min":50,"max":1000,"step":50,"value":{"$bindState":"/curtailment/amount"}}}}
+{"op":"add","path":"/elements/curtail-reason","value":{"type":"FormControl","props":{"label":"Grid Operational Reason","input":"curtail-reason-input"}}}
+{"op":"add","path":"/elements/curtail-reason-input","value":{"type":"TextArea","props":{"name":"reason","placeholder":"e.g., Frequency reserve stabilization due to unpredicted offshore wind drop.","value":{"$bindState":"/curtailment/reason"}}}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["curtail-submit"]}}}
+{"op":"add","path":"/elements/curtail-submit","value":{"type":"Button","props":{"label":"Transmit Curtailment Command","type":"destructive","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/status","value":"Submitted"}}}}}}
+{"op":"add","path":"/elements/alert-dialog","value":{"type":"DrawerBlock","props":{"triggerLabel":"Live System Alerts (3)","title":"Active System Alerts & Network Feed","description":"Real-time telemetric notifications from substations and transformers.","content":["live-alerts-list"]}}}
+{"op":"add","path":"/elements/live-alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item-card"]}}
+{"op":"add","path":"/elements/alert-item-card","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"details"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"HIGH LOAD: Substation 4B (Northern)","details":"Transformer thermal limit reached 88%. Cooling fans activated.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","title":"UNPLANNED OUTAGE: Feeder Line L-109","details":"Tripped on ground fault in Eastern Region. 18,400 customers impacted.","variant":"destructive"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","title":"FREQUENCY REGULATION: West Peak Plant","details":"Ramping up +45 MW/min to offset solar ramp down.","variant":"info"}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"sunk"},"children":["region-filter-label","region-radio-group"]}}
+{"op":"add","path":"/elements/region-filter-label","value":{"type":"TextContent","props":{"text":"**Focus Region:**","size":"small-heavy"}}}
+{"op":"add","path":"/elements/region-radio-group","value":{"type":"RadioGroup","props":{"name":"selectedRegion","items":["r-all","r-north","r-south","r-east","r-west"],"value":{"$bindState":"/selectedRegion"}}}}
+{"op":"add","path":"/elements/r-all","value":{"type":"RadioItem","props":{"value":"All","label":"National (All)","description":"System-wide metrics"}}}
+{"op":"add","path":"/elements/r-north","value":{"type":"RadioItem","props":{"value":"North","label":"North Zone","description":"Heavy Industrial"}}}
+{"op":"add","path":"/elements/r-south","value":{"type":"RadioItem","props":{"value":"South","label":"South Zone","description":"Solar & Hydro"}}}
+{"op":"add","path":"/elements/r-east","value":{"type":"RadioItem","props":{"value":"East","label":"East Zone","description":"Metropolitan"}}}
+{"op":"add","path":"/elements/r-west","value":{"type":"RadioItem","props":{"value":"West","label":"West Zone","description":"Wind Assets"}}}
+{"op":"add","path":"/state/selectedRegion","value":"All"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["card-load","card-capacity","card-price","card-emissions"]}}
+{"op":"add","path":"/elements/card-load","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-load-title","kpi-load-val"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"Current Electricity Load","size":"small"}}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/currentLoadMW} MW"},"level":"h2"}}}
+{"op":"add","path":"/elements/card-capacity","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-cap-title","kpi-cap-progress","kpi-cap-val"]}}
+{"op":"add","path":"/elements/kpi-cap-title","value":{"type":"TextContent","props":{"text":"Capacity Threshold","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cap-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/capacityPct"},"label":"Grid Utilization"}}}
+{"op":"add","path":"/elements/kpi-cap-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/capacityPct}% of ${/metrics/maxCapacityMW} MW Peak Capacity"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/card-price","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-price-title","kpi-price-val","kpi-price-sub"]}}
+{"op":"add","path":"/elements/kpi-price-title","value":{"type":"TextContent","props":{"text":"Wholesale Spot Price","size":"small"}}}
+{"op":"add","path":"/elements/kpi-price-val","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/spotPriceMWh} / MWh"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-price-sub","value":{"type":"Badge","props":{"text":"+4.2% vs prev hour","variant":"secondary"}}}
+{"op":"add","path":"/elements/card-emissions","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["kpi-em-title","kpi-em-val","kpi-em-sub"]}}
+{"op":"add","path":"/elements/kpi-em-title","value":{"type":"TextContent","props":{"text":"CO2 Emissions Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-em-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/emissionsTons} Tons"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-em-sub","value":{"type":"TextContent","props":{"text":{"$template":"Intensity: ${/metrics/emissionsIntensity} gCO2/kWh"},"size":"small"}}}
+{"op":"add","path":"/state/metrics","value":{"currentLoadMW":"34,120","maxCapacityMW":"42,000","capacityPct":81.2,"spotPriceMWh":"68.45","emissionsTons":"14,820","emissionsIntensity":"185"}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-generation","tab-plants","tab-forecast","tab-outages","tab-maintenance"]}}}
+{"op":"add","path":"/elements/tab-generation","value":{"type":"TabItem","props":{"value":"gen","trigger":"Generation Split","content":["gen-card"]}}}
+{"op":"add","path":"/elements/gen-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["gen-title","gen-pie","gen-summary"]}}
+{"op":"add","path":"/elements/gen-title","value":{"type":"Heading","props":{"text":"Generation Fuel Mix by Source","level":"h3"}}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"labels":["Nuclear","Natural Gas","Wind","Solar","Hydro","Coal"],"values":[10200,12400,6100,3200,1800,420],"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/elements/gen-summary","value":{"type":"TagBlock","props":{"tags":["Renewable Share: 32.5%","Baseload Stability: 98.8%","Fossil Fuel Reserve: 36.4%"]}}}
+{"op":"add","path":"/elements/tab-plants","value":{"type":"TabItem","props":{"value":"plants","trigger":"Power Plants","content":["plants-card"]}}}
+{"op":"add","path":"/elements/plants-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["plants-header","plants-table"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"Heading","props":{"text":"Generation Assets Status & Output","level":"h3"}}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["col-pname","col-pzone","col-ptype","col-poutput","col-pcap","col-pstatus"]}}}
+{"op":"add","path":"/elements/col-pname","value":{"type":"Col","props":{"label":"Power Plant","data":{"$state":"/plantsData/names"},"type":"string"}}}
+{"op":"add","path":"/elements/col-pzone","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/plantsData/zones"},"type":"string"}}}
+{"op":"add","path":"/elements/col-ptype","value":{"type":"Col","props":{"label":"Type","data":{"$state":"/plantsData/types"},"type":"string"}}}
+{"op":"add","path":"/elements/col-poutput","value":{"type":"Col","props":{"label":"Current Output (MW)","data":{"$state":"/plantsData/outputs"},"type":"number"}}}
+{"op":"add","path":"/elements/col-pcap","value":{"type":"Col","props":{"label":"Max Cap (MW)","data":{"$state":"/plantsData/caps"},"type":"number"}}}
+{"op":"add","path":"/elements/col-pstatus","value":{"type":"Col","props":{"label":"Operating Status","data":{"$state":"/plantsData/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/plantsData","value":{"names":["Vance Nuclear Station","Blue Ridge Hydro Plant","Prairie Wind Farm 1","Desert Sun Solar Array","River Valley Gas Peaker","Apex Thermal Coal"],"zones":["North","South","West","South","East","East"],"types":["Nuclear","Hydro","Wind","Solar","Gas CCGT","Coal"],"outputs":[2400,850,1120,410,650,0],"caps":[2400,1000,1400,600,800,600],"statuses":["ONLINE - 100%","ONLINE - 85%","ONLINE - Variable","ONLINE - Peak","STANDBY","OFFLINE - Maintenance"]}}
+{"op":"add","path":"/elements/tab-forecast","value":{"type":"TabItem","props":{"value":"forecast","trigger":"24-Hour Forecast","content":["forecast-card"]}}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["forecast-header","forecast-chart","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"Heading","props":{"text":"24-Hour Load & Supply Capability Forecast","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],"series":["series-demand","series-capacity"],"variant":"natural","xLabel":"Time of Day","yLabel":"Megawatts (MW)"}}}
+{"op":"add","path":"/elements/series-demand","value":{"type":"Series","props":{"category":"Projected Demand (MW)","values":[28000,26500,29000,36000,38500,39200,41000,37000,31000]}}}
+{"op":"add","path":"/elements/series-capacity","value":{"type":"Series","props":{"category":"Available Capacity (MW)","values":[42000,42000,42000,42000,42000,42000,42000,42000,42000]}}}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"Callout","props":{"variant":"warning","title":"Evening Peak Expected at 18:30","description":"Peak demand anticipated at 41,000 MW (97.6% capacity). Demand-response reserves have been notified."}}}
+{"op":"add","path":"/elements/tab-outages","value":{"type":"TabItem","props":{"value":"outages","trigger":"Outages & Faults","content":["outages-card"]}}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"Heading","props":{"text":"Active Network Outages & Impact Areas","level":"h3"}}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"ListBlock","props":{"items":["outage-1","outage-2","outage-3"],"variant":"number"}}}
+{"op":"add","path":"/elements/outage-1","value":{"type":"ListItem","props":{"title":"Substation 12 Storm Damage","subtitle":"Northern Region | Affected: 18,400 Customers | Estimated Restoration: 2 hrs","actionLabel":"Dispatch Crew"}}}
+{"op":"add","path":"/elements/outage-2","value":{"type":"ListItem","props":{"title":"Feeder Line B7 Trip","subtitle":"Eastern Region | Affected: 3,100 Customers | Estimated Restoration: 45 mins","actionLabel":"Isolate Circuit"}}}
+{"op":"add","path":"/elements/outage-3","value":{"type":"ListItem","props":{"title":"Transformer Overheat Tripping","subtitle":"Southern Region | Affected: 7,800 Customers | Restoration in Progress","actionLabel":"Reroute Supply"}}}
+{"op":"add","path":"/elements/tab-maintenance","value":{"type":"TabItem","props":{"value":"maint","trigger":"Planned Maintenance","content":["maint-card"]}}}
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["maint-header","maint-table"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"Heading","props":{"text":"Planned Maintenance Schedule - Current Month","level":"h3"}}}
+{"op":"add","path":"/elements/maint-table","value":{"type":"Table","props":{"columns":["col-m-asset","col-m-region","col-m-date","col-m-impact","col-m-status"]}}}
+{"op":"add","path":"/elements/col-m-asset","value":{"type":"Col","props":{"label":"Asset / Line","data":{"$state":"/maintData/assets"},"type":"string"}}}
+{"op":"add","path":"/elements/col-m-region","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/maintData/regions"},"type":"string"}}}
+{"op":"add","path":"/elements/col-m-date","value":{"type":"Col","props":{"label":"Scheduled Date","data":{"$state":"/maintData/dates"},"type":"string"}}}
+{"op":"add","path":"/elements/col-m-impact","value":{"type":"Col","props":{"label":"Capacity Impact","data":{"$state":"/maintData/impacts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-m-status","value":{"type":"Col","props":{"label":"Approval Status","data":{"$state":"/maintData/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/maintData","value":{"assets":["Apex Thermal Unit 2","Intertie HVDC Link 4","Substation 8 Switchgear","Oakridge Wind Turbine Array"],"regions":["East","West","North","West"],"dates":["12 Oct - 18 Oct","22 Oct - 24 Oct","27 Oct","30 Oct - 02 Nov"],"impacts":["-600 MW","-1,200 MW","-150 MW","-300 MW"],"statuses":["Approved","Pending Final Clearance","Approved","Scheduled"]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"all","amount":[250],"reason":"","status":"Idle"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..2a5cda3c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","wrap":true},"children":["header-info","store-selector-control"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["title-heading","subtitle-text"]}}
+{"op":"add","path":"/elements/heading-text","value":{"type":"TextContent","props":{"text":"# Store Manager Daily Console","size":"large-heavy"}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"Store Manager Daily Console","level":"h1"}}}
+{"op":"add","path":"/elements/subtitle-text","value":{"type":"TextContent","props":{"text":"Real-time store operations, inventory management, and performance analytics.","size":"small"}}}
+{"op":"add","path":"/elements/store-selector-control","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["store-select-form"]}}
+{"op":"add","path":"/elements/store-select-form","value":{"type":"FormControl","props":{"label":"Select Store Location","input":"store-select"}}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"selectedStore","value":{"$bindState":"/selectedStore"},"items":["store-opt-1","store-opt-2","store-opt-3"]}}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"store-101","label":"Store #101 - Downtown Flagship"}}}
+{"op":"add","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"store-102","label":"Store #102 - Westside Mall"}}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"store-103","label":"Store #103 - Metro Center"}}}
+{"op":"add","path":"/state/selectedStore","value":"store-101"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns","kpi-traffic"]}}
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-sales-title","kpi-sales-value","kpi-sales-progress","kpi-sales-sub"]}}
+{"op":"add","path":"/elements/kpi-sales-title","value":{"type":"TextContent","props":{"text":"**Sales Today vs Target**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-sales-value","value":{"type":"TextContent","props":{"text":"**$14,250** / $16,000","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-sales-progress","value":{"type":"Progress","props":{"value":89,"label":"89% of Daily Goal"}}}
+{"op":"add","path":"/elements/kpi-sales-sub","value":{"type":"Badge","props":{"text":"+$1,200 vs yesterday","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-basket-title","kpi-basket-value","kpi-basket-badge"]}}
+{"op":"add","path":"/elements/kpi-basket-title","value":{"type":"TextContent","props":{"text":"**Average Basket Size**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-basket-value","value":{"type":"TextContent","props":{"text":"**$64.50**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-basket-badge","value":{"type":"Badge","props":{"text":"+4.2% vs last week","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-returns-title","kpi-returns-value","kpi-returns-badge"]}}
+{"op":"add","path":"/elements/kpi-returns-title","value":{"type":"TextContent","props":{"text":"**Returns This Week**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-returns-value","value":{"type":"TextContent","props":{"text":"**42 items** ($1,820)","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-returns-badge","value":{"type":"Badge","props":{"text":"1.8% return rate (Low)","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-traffic","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-traffic-title","kpi-traffic-value","kpi-traffic-badge"]}}
+{"op":"add","path":"/elements/kpi-traffic-title","value":{"type":"TextContent","props":{"text":"**Total Foot Traffic Today**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-traffic-value","value":{"type":"TextContent","props":{"text":"**1,420 Visitors**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-traffic-badge","value":{"type":"Badge","props":{"text":"Peak: 1:00 PM - 2:00 PM","variant":"outline"}}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-overview","tab-inventory","tab-operations","tab-promos"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Sales & Traffic Overview","content":["overview-card"]}}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["traffic-chart-card","weekly-comp-card"]}}
+{"op":"add","path":"/elements/traffic-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-chart-title","traffic-chart","traffic-series"]}}
+{"op":"add","path":"/elements/traffic-chart-title","value":{"type":"CardHeader","props":{"title":"Hourly Foot Traffic Today","subtitle":"Track customer flow in hourly intervals to optimize staffing"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["8 AM","10 AM","12 PM","2 PM","4 PM","6 PM","8 PM"],"series":["traffic-series"],"xLabel":"Time of Day","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[120,340,680,820,540,410,180]}}}
+{"op":"add","path":"/elements/weekly-comp-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-comp-title","weekly-comp-chart","weekly-series-this","weekly-series-last"]}}
+{"op":"add","path":"/elements/weekly-comp-title","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week Sales Comparison","subtitle":"Daily gross revenue trajectory ($)"}}}
+{"op":"add","path":"/elements/weekly-comp-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekly-series-this","weekly-series-last"],"variant":"grouped","xLabel":"Day of Week","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/weekly-series-this","value":{"type":"Series","props":{"category":"This Week","values":[12500,13800,14250,15100,18900,22400,19500]}}}
+{"op":"add","path":"/elements/weekly-series-last","value":{"type":"Series","props":{"category":"Last Week","values":[11800,12900,13500,14800,17500,21000,18200]}}}
+{"op":"add","path":"/elements/tab-inventory","value":{"type":"TabItem","props":{"value":"inventory","trigger":"Inventory & Reorder","content":["inventory-layout"]}}}
+{"op":"add","path":"/elements/inventory-layout","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["best-sellers-card","out-of-stock-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-title","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-title","value":{"type":"CardHeader","props":{"title":"Today's Best Sellers","subtitle":"Top performing products by units sold"}}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"ListBlock","props":{"items":["bs-1","bs-2","bs-3","bs-4"]}}}
+{"op":"add","path":"/elements/bs-1","value":{"type":"ListItem","props":{"title":"Organic Espresso Beans 1kg","subtitle":"142 units sold • $3,550 revenue","actionLabel":"Top Performer"}}}
+{"op":"add","path":"/elements/bs-2","value":{"type":"ListItem","props":{"title":"Stainless Steel Water Bottle 750ml","subtitle":"98 units sold • $2,450 revenue","actionLabel":"High Margin"}}}
+{"op":"add","path":"/elements/bs-3","value":{"type":"ListItem","props":{"title":"Oat Milk Barista Edition 1L","subtitle":"85 units sold • $425 revenue","actionLabel":"Fast Moving"}}}
+{"op":"add","path":"/elements/bs-4","value":{"type":"ListItem","props":{"title":"Artisan Sourdough Loaf","subtitle":"76 units sold • $532 revenue","actionLabel":"Fresh Bakery"}}}
+{"op":"add","path":"/elements/out-of-stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["oos-title","reorder-alert","oos-repeat-container","reorder-dialog"]}}
+{"op":"add","path":"/elements/oos-title","value":{"type":"CardHeader","props":{"title":"Out of Stock & Quick Reorder","subtitle":"Items needing urgent stock replenishment"}}}
+{"op":"add","path":"/elements/reorder-alert","value":{"type":"Alert","props":{"title":"Stock Action Required","description":"3 critical items are completely sold out. Use the form below to place supplier purchase orders.","variant":"warning"}}}
+{"op":"add","path":"/elements/oos-repeat-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStockItems","key":"id"},"children":["oos-item-row"]}}
+{"op":"add","path":"/elements/oos-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["oos-item-info","oos-item-tag"]}}
+{"op":"add","path":"/elements/oos-item-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["oos-item-name","oos-item-sku"]}}
+{"op":"add","path":"/elements/oos-item-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"default"}}}
+{"op":"add","path":"/elements/oos-item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} | Category: ${category}"},"size":"small"}}}
+{"op":"add","path":"/elements/oos-item-tag","value":{"type":"Tag","props":{"text":"0 In Stock","variant":"danger"}}}
+{"op":"state/outOfStockItems","value":[]}
+{"op":"add","path":"/state/outOfStockItems/0","value":{"id":"oos-1","name":"Ceramic Coffee Mug 350ml","sku":"MUG-001","category":"Housewares"}}
+{"op":"add","path":"/state/outOfStockItems/1","value":{"id":"oos-2","name":"Cold Brew Concentrate 500ml","sku":"BEV-204","category":"Beverages"}}
+{"op":"add","path":"/state/outOfStockItems/2","value":{"id":"oos-3","name":"Gluten-Free Almond Cookies","sku":"BAK-802","category":"Bakery"}}
+{"op":"add","path":"/elements/reorder-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Create Supplier Reorder","title":"Reorder Stock Form","description":"Place an expedited purchase order directly to inventory distribution.","content":["reorder-form-container"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/reorder-form-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["reorder-success-callout","reorder-form"]}}
+{"op":"add","path":"/elements/reorder-success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Order Sent","description":"Reorder request successfully submitted to central warehouse."},"visible":{"$state":"/reorderSubmitted"}}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorderForm","buttons":"reorder-submit-btn","fields":["field-item","field-qty","field-supplier"]}}}
+{"op":"add","path":"/elements/field-item","value":{"type":"FormControl","props":{"label":"Select Item to Reorder","input":"input-item-select"}}}
+{"op":"add","path":"/elements/input-item-select","value":{"type":"Select","props":{"name":"reorderItem","value":{"$bindState":"/reorderForm/item"},"items":["opt-item-1","opt-item-2","opt-item-3"]}}}
+{"op":"add","path":"/elements/opt-item-1","value":{"type":"SelectItem","props":{"value":"Ceramic Coffee Mug 350ml","label":"Ceramic Coffee Mug 350ml (SKU: MUG-001)"}}}
+{"op":"add","path":"/elements/opt-item-2","value":{"type":"SelectItem","props":{"value":"Cold Brew Concentrate 500ml","label":"Cold Brew Concentrate 500ml (SKU: BEV-204)"}}}
+{"op":"add","path":"/elements/opt-item-3","value":{"type":"SelectItem","props":{"value":"Gluten-Free Almond Cookies","label":"Gluten-Free Almond Cookies (SKU: BAK-802)"}}}
+{"op":"add","path":"/elements/field-qty","value":{"type":"FormControl","props":{"label":"Reorder Quantity (Units)","input":"input-qty"}}}
+{"op":"add","path":"/elements/input-qty","value":{"type":"Input","props":{"name":"reorderQty","type":"number","placeholder":"e.g. 50","value":{"$bindState":"/reorderForm/qty"}}}}
+{"op":"add","path":"/elements/field-supplier","value":{"type":"FormControl","props":{"label":"Supplier / Vendor","input":"input-supplier"}}}
+{"op":"add","path":"/elements/input-supplier","value":{"type":"Input","props":{"name":"reorderSupplier","type":"text","placeholder":"e.g. Main Distribution Center","value":{"$bindState":"/reorderForm/supplier"}}}}
+{"op":"add","path":"/elements/reorder-submit-btn","value":{"type":"Buttons","props":{"buttons":["btn-submit-order"]}}}
+{"op":"add","path":"/elements/btn-submit-order","value":{"type":"Button","props":{"label":"Confirm Purchase Order","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderSubmitted","value":true}}}}}
+{"op":"state/reorderForm","value":{"item":"Ceramic Coffee Mug 350ml","qty":"50","supplier":"Main Distribution Center"}}
+{"op":"state/reorderSubmitted","value":false}
+{"op":"add","path":"/elements/tab-operations","value":{"type":"TabItem","props":{"value":"operations","trigger":"Registers & Staff Shift","content":["ops-layout"]}}}
+{"op":"add","path":"/elements/ops-layout","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["registers-card","staff-card"]}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registers-title","registers-repeat-container"]}}
+{"op":"add","path":"/elements/registers-title","value":{"type":"CardHeader","props":{"title":"Register Status","subtitle":"Live status of checkout lanes and cash registers"}}}
+{"op":"add","path":"/elements/registers-repeat-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["register-info","register-status-badge"]}}
+{"op":"add","path":"/elements/register-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["register-name","register-cashier"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"default"}}}
+{"op":"add","path":"/elements/register-cashier","value":{"type":"TextContent","props":{"text":{"$template":"Cashier: ${cashier}"},"size":"small"}}}
+{"op":"add","path":"/elements/register-status-badge","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":{"$cond":{"$item":"isOpen"},"$then":"default","$else":"secondary"}}}}
+{"op":"state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1 (Main Entrance)","cashier":"Sarah Jenkins","status":"OPEN","isOpen":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2 (Main Entrance)","cashier":"Michael Chang","status":"OPEN","isOpen":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3 (Express Lane)","cashier":"Unassigned","status":"CLOSED","isOpen":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4 (Bakery & Cafe)","cashier":"Elena Rostova","status":"OPEN","isOpen":true}}
+{"op":"add","path":"/state/registers/4","value":{"id":"reg-5","name":"Register 5 (Customer Service)","cashier":"David Miller","status":"OPEN","isOpen":true}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-title","staff-repeat-container"]}}
+{"op":"add","path":"/elements/staff-title","value":{"type":"CardHeader","props":{"title":"Staff On Shift Today","subtitle":"Scheduled personnel and assigned roles"}}}
+{"op":"add","path":"/elements/staff-repeat-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/staffMembers","key":"id"},"children":["staff-row"]}}
+{"op":"add","path":"/elements/staff-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["staff-left","staff-role-tag"]}}
+{"op":"add","path":"/elements/staff-left","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["staff-avatar","staff-details"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/staff-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["staff-name","staff-hours"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"default"}}}
+{"op":"add","path":"/elements/staff-hours","value":{"type":"TextContent","props":{"text":{"$template":"Hours: ${hours}"},"size":"small"}}}
+{"op":"add","path":"/elements/staff-role-tag","value":{"type":"Tag","props":{"text":{"$template":"${role}"},"variant":"info"}}}
+{"op":"state/staffMembers","value":[]}
+{"op":"add","path":"/state/staffMembers/0","value":{"id":"st-1","name":"Sarah Jenkins","initials":"SJ","role":"Head Cashier","hours":"08:00 AM - 04:00 PM"}}
+{"op":"add","path":"/state/staffMembers/1","value":{"id":"st-2","name":"Michael Chang","initials":"MC","role":"Sales Associate","hours":"09:00 AM - 05:00 PM"}}
+{"op":"add","path":"/state/staffMembers/2","value":{"id":"st-3","name":"Elena Rostova","initials":"ER","role":"Barista / Register","hours":"07:30 AM - 03:30 PM"}}
+{"op":"add","path":"/state/staffMembers/3","value":{"id":"st-4","name":"David Miller","initials":"DM","role":"Customer Service Lead","hours":"10:00 AM - 06:00 PM"}}
+{"op":"add","path":"/state/staffMembers/4","value":{"id":"st-5","name":"Marcus Vance","initials":"MV","role":"Inventory & Floor Support","hours":"08:00 AM - 04:30 PM"}}
+{"op":"add","path":"/elements/tab-promos","value":{"type":"TabItem","props":{"value":"promos","trigger":"Running Promotions","content":["promos-card"]}}}
+{"op":"add","path":"/elements/promos-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promos-title","promos-repeat-container"]}}
+{"op":"add","path":"/elements/promos-title","value":{"type":"CardHeader","props":{"title":"Active Marketing Campaigns & Promotions","subtitle":"Live promotion performance, redemption count, and revenue generated"}}}
+{"op":"add","path":"/elements/promos-repeat-container","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-item-card"]}}
+{"op":"add","path":"/elements/promo-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["promo-header","promo-stats","promo-progress"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between"},"children":["promo-name-box","promo-status-badge"]}}
+{"op":"add","path":"/elements/promo-name-box","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["promo-title-text","promo-code-text"]}}
+{"op":"add","path":"/elements/promo-title-text","value":{"type":"TextContent","props":{"text":{"$template":"**${title}**"},"size":"large"}}}
+{"op":"add","path":"/elements/promo-code-text","value":{"type":"TextContent","props":{"text":{"$template":"Promo Code: `${code}` | Valid: ${validity}"},"size":"small"}}}
+{"op":"add","path":"/elements/promo-status-badge","value":{"type":"Tag","props":{"text":"Active","variant":"success"}}}
+{"op":"add","path":"/elements/promo-stats","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["promo-stat-redemptions","promo-stat-revenue","promo-stat-lift"]}}
+{"op":"add","path":"/elements/promo-stat-redemptions","value":{"type":"TextContent","props":{"text":{"$template":"Redemptions: **${redemptions} / ${targetRedemptions}**"},"size":"small"}}}
+{"op":"add","path":"/elements/promo-stat-revenue","value":{"type":"TextContent","props":{"text":{"$template":"Revenue Generated: **${revenue}**"},"size":"small"}}}
+{"op":"add","path":"/elements/promo-stat-lift","value":{"type":"TextContent","props":{"text":{"$template":"Sales Lift: **${lift}**"},"size":"small"}}}
+{"op":"add","path":"/elements/promo-progress","value":{"type":"Progress","props":{"value":{"$item":"progressPct"},"label":"Campaign Target Progress"}}}
+{"op":"state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"pr-1","title":"Morning Coffee & Pastry Bundle 20% Off","code":"BREAKFAST20","validity":"7:00 AM - 11:00 AM Daily","redemptions":320,"targetRedemptions":400,"revenue":"$2,240","lift":"+18.5%","progressPct":80}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"pr-2","title":"Buy 2 Get 1 Free Bakery Items","code":"BAKERYB2G1","validity":"This Week Only","redemptions":185,"targetRedemptions":250,"revenue":"$1,295","lift":"+12.0%","progressPct":74}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"pr-3","title":"Summer Beverage Blast $1 Off","code":"COOLER1","validity":"Entire Month","redemptions":540,"targetRedemptions":600,"revenue":"$2,700","lift":"+24.1%","progressPct":90}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..d48fb7dda
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,101 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","middle-grid","promos-registers-grid","inventory-reorder-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true},"children":["title-block","store-selector-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"CardHeader","props":{"title":"Store Manager Daily Console","subtitle":"Real-time store operations, sales analytics, and staff monitoring"}}}
+{"op":"add","path":"/elements/store-selector-control","value":{"type":"FormControl","props":{"label":"Select Store Location","input":"store-select"}}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"storeSelect","value":{"$bindState":"/currentStore"},"items":["store-opt-1","store-opt-2","store-opt-3"]}}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"store-101","label":"Store #101 - Downtown Flagship"}}}
+{"op":"add explosion","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"store-102","label":"Store #102 - Westside Mall"}}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"store-103","label":"Store #103 - Metro Center"}}}
+{"op":"add","path":"/state/currentStore","value":"store-101"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns","kpi-weekly-compare"]}}
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-sales-title","kpi-sales-progress","kpi-sales-sub"]}}
+{"op":"add","path":"/elements/kpi-sales-title","value":{"type":"Heading","props":{"text":"Sales Today","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-sales-progress","value":{"type":"Progress","props":{"value":82,"label":"$12,450 / $15,000 Target (83%)"}}}
+{"op":"add","path":"/elements/kpi-sales-sub","value":{"type":"TextContent","props":{"text":"**+$1,200** ahead of yesterday's pace","size":"small"}}}
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-basket-title","kpi-basket-val","kpi-basket-sub"]}}
+{"op":"add","path":"/elements/kpi-basket-title","value":{"type":"Heading","props":{"text":"Avg Basket Size","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-basket-val","value":{"type":"Heading","props":{"text":"$48.50","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-basket-sub","value":{"type":"Tag","props":{"text":"+3.2% vs target","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-returns-title","kpi-returns-val","kpi-returns-sub"]}}
+{"op":"add","path":"/elements/kpi-returns-title","value":{"type":"Heading","props":{"text":"Returns This Week","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-returns-val","value":{"type":"Heading","props":{"text":"42 items ($1,120)","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-returns-sub","value":{"type":"Tag","props":{"text":"1.8% of total volume","size":"sm","variant":"info"}}}
+{"op":"add","path":"/elements/kpi-weekly-compare","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-weekly-title","kpi-weekly-val","kpi-weekly-sub"]}}
+{"op":"add","path":"/elements/kpi-weekly-title","value":{"type":"Heading","props":{"text":"This Week vs Last Week","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-weekly-val","value":{"type":"Heading","props":{"text":"$68,400","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-weekly-sub","value":{"type":"TextContent","props":{"text":"Last Week: **$62,100** (**+10.1%** Growth)","size":"small"}}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["foot-traffic-card","best-sellers-card"]}}
+{"op":"add","path":"/elements/foot-traffic-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Hourly Foot Traffic Today","subtitle":"Hourly customer counter breakdown"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"LineChart","props":{"labels":["8 AM","10 AM","12 PM","2 PM","4 PM","6 PM","8 PM"],"series":["series-traffic-today","series-traffic-target"],"xLabel":"Time of Day","yLabel":"Visitors"}}}
+{"op":"add","path":"/elements/series-traffic-today","value":{"type":"Series","props":{"category":"Actual Traffic","values":[45,120,310,280,390,450,210]}}}
+{"op":"add","path":"/elements/series-traffic-target","value":{"type":"Series","props":{"category":"Expected Traffic","values":[40,100,280,260,350,400,200]}}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bestsellers-header","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-header","value":{"type":"CardHeader","props":{"title":"Today's Best Sellers","subtitle":"Top performing products by units sold"}}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["col-rank","col-item","col-units","col-rev"]}}}
+{"op":"add","path":"/elements/col-rank","value":{"type":"Col","props":{"label":"#","data":["1","2","3","4","5"],"type":"string"}}}
+{"op":"add","path":"/elements/col-item","value":{"type":"Col","props":{"label":"Product Name","data":["Organic Espresso Beans 1lb","Oat Milk 32oz","Artisan Sourdough","Cold Brew Can 12oz","Dark Chocolate Bar"],"type":"string"}}}
+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units Sold","data":[142,118,95,84,76],"type":"number"}}}
+{"op":"add","path":"/elements/col-rev","value":{"type":"Col","props":{"label":"Revenue","data":["$2,130","$590","$665","$420","$380"],"type":"string"}}}
+{"op":"add","path":"/elements/promos-registers-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["promos-card","registers-card","shift-card"]}}
+{"op":"add","path":"/elements/promos-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promos-header","promos-list"]}}
+{"op":"add","path":"/elements/promos-header","value":{"type":"CardHeader","props":{"title":"Active Promotions Performance","subtitle":"Real-time discount code & promo traction"}}}
+{"op":"add","path":"/elements/promos-list","value":{"type":"ListBlock","props":{"items":["promo-item-1","promo-item-2","promo-item-3"]}}}
+{"op":"add","path":"/elements/promo-item-1","value":{"type":"ListItem","props":{"title":"Buy 1 Get 1 Coffee Beans (50% Off)","subtitle":"Redeemed: 84 times | Revenue Impact: $1,260 | Conversion: 24%","actionLabel":"Active"}}}
+{"op":"add","path":"/elements/promo-item-2","value":{"type":"ListItem","props":{"title":"Morning Bakery Bundle ($10 Deal)","subtitle":"Redeemed: 62 times | Revenue Impact: $620 | Conversion: 18%","actionLabel":"Active"}}}
+{"op":"add","path":"/elements/promo-item-3","value":{"type":"ListItem","props":{"title":"Spring Prep Discount Code (15% Off)","subtitle":"Redeemed: 29 times | Revenue Impact: $870 | Conversion: 9%","actionLabel":"Active"}}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registers-header","registers-container"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Checkout Registers","subtitle":"Live register lane status"}}}
+{"op":"add","path":"/elements/registers-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reg-name-tag","reg-cashier"]}}
+{"op":"add","path":"/elements/reg-name-tag","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["reg-name","reg-status-badge"]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/reg-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isOpen"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/elements/reg-cashier","value":{"type":"TextContent","props":{"text":{"$template":"Cashier: **${cashier}**"},"size":"small"}}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 01","status":"OPEN","isOpen":true,"cashier":"Sarah M."}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 02","status":"OPEN","isOpen":true,"cashier":"David K."}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 03","status":"CLOSED","isOpen":false,"cashier":"Unassigned"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Express Lane","status":"OPEN","isOpen":true,"cashier":"Elena R."}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"Scheduled staff members"}}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** - ${role} (${shift})"},"size":"small"}}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"st-1","name":"Sarah Miller","role":"Shift Supervisor","shift":"7:00 AM - 3:30 PM","initials":"SM"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"st-2","name":"David Chen","role":"Lead Cashier","shift":"8:00 AM - 4:30 PM","initials":"DC"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"st-3","name":"Elena Rostova","role":"Cashier","shift":"10:00 AM - 6:30 PM","initials":"ER"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"st-4","name":"Marcus Vance","role":"Inventory Specialist","shift":"6:00 AM - 2:30 PM","initials":"MV"}}
+{"op":"add","path":"/elements/inventory-reorder-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["out-of-stock-card","reorder-card"]}}
+{"op":"add","path":"/elements/out-of-stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["oos-header","oos-alert","oos-list"]}}
+{"op":"add","path":"/elements/oos-header","value":{"type":"CardHeader","props":{"title":"Items Out of Stock","subtitle":"Immediate restocking required"}}}
+{"op":"add","path":"/elements/oos-alert","value":{"type":"Alert","props":{"title":"Stock Alert","description":"3 high-demand items reached 0 inventory today during peak hours.","variant":"destructive"}}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStockItems","key":"sku"},"children":["oos-item-row"]}}
+{"op":"add","path":"/elements/oos-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["oos-item-info","oos-reorder-btn"]}}
+{"op":"add","path":"/elements/oos-item-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (SKU: ${sku})\nCategory: ${category} | Daily Demand: ~${dailyDemand} units"},"size":"small"}}}
+{"op":"add","path":"/elements/oos-reorder-btn","value":{"type":"Button","props":{"label":"Quick Reorder","size":"small","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderLog","value":{"id":"$id","sku":{"$item":"sku"},"name":{"$item":"name"},"qty":50,"status":"Requested"}}}}}}
+{"op":"add","path":"/state/outOfStockItems","value":[]}
+{"op":"add","path":"/state/outOfStockItems/0","value":{"sku":"SKU-8821","name":"Almond Milk Barista Edition 1L","category":"Dairy Alternatives","dailyDemand":45}}
+{"op":"add","path":"/state/outOfStockItems/1","value":{"sku":"SKU-3104","name":"Matcha Green Tea Powder 250g","category":"Beverages","dailyDemand":20}}
+{"op":"add","path":"/state/outOfStockItems/2","value":{"sku":"SKU-9012","name":"Gluten-Free Chocolate Muffins","category":"Bakery","dailyDemand":35}}
+{"op":"add","path":"/elements/reorder-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reorder-header","reorder-form","reorder-log-heading","reorder-log-list"]}}
+{"op":"add","path":"/elements/reorder-header","value":{"type":"CardHeader","props":{"title":"Inventory Reorder Express","subtitle":"Place express replenishment orders with central warehouse"}}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorderForm","buttons":"reorder-form-btns","fields":["field-item-name","field-reorder-qty"]}}}
+{"op":"add","path":"/elements/field-item-name","value":{"type":"FormControl","props":{"label":"Item SKU or Name","input":"input-item-name"}}}
+{"op":"add","path":"/elements/input-item-name","value":{"type":"Input","props":{"name":"itemName","placeholder":"e.g. SKU-8821 or Matcha Powder","value":{"$bindState":"/newReorder/name"}}}}
+{"op":"add","path":"/elements/field-reorder-qty","value":{"type":"FormControl","props":{"label":"Order Quantity (Units)","input":"input-reorder-qty"}}}
+{"op":"add","path":"/elements/input-reorder-qty","value":{"type":"Input","props":{"name":"reorderQty","type":"number","placeholder":"50","value":{"$bindState":"/newReorder/qty"}}}}
+{"op":"add","path":"/elements/reorder-form-btns","value":{"type":"Buttons","props":{"buttons":["submit-reorder-btn"]}}}
+{"op":"add","path":"/elements/submit-reorder-btn","value":{"type":"Button","props":{"label":"Submit Express Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderLog","value":{"id":"$id","sku":"CUSTOM","name":{"$state":"/newReorder/name"},"qty":{"$state":"/newReorder/qty"},"status":"Submitted"},"clearStatePath":"/newReorder/name"}}}}}
+{"op":"add","path":"/state/newReorder","value":{"name":"","qty":50}}
+{"op":"add","path":"/elements/reorder-log-heading","value":{"type":"Heading","props":{"text":"Recent Orders Placed Today","level":"h4"}}}
+{"op":"add","path":"/elements/reorder-log-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderLog","key":"id"},"children":["log-item-row"]}}
+{"op":"add","path":"/elements/log-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["log-item-info","log-status-tag"]}}
+{"op":"add","path":"/elements/log-item-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (${qty} units)"},"size":"small"}}}
+{"op":"add","path":"/elements/log-item-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/reorderLog","value":[]}
+{"op":"add","path":"/state/reorderLog/0","value":{"id":"log-101","sku":"SKU-8821","name":"Almond Milk Barista Edition 1L","qty":100,"status":"Confirmed"}}
+{"op":"add","path":"/state/reorderLog/1","value":{"id":"log-102","sku":"SKU-1102","name":"Paper Cups 16oz (Case of 500)","qty":10,"status":"Processing"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..3bfc28fd7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,95 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","top-row","middle-row","bottom-row"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-info","header-controls"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Store Manager Console","level":"h1"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Daily Operational Overview & Analytics","size":"small"}}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["store-select-control"]}}
+{"op":"add","path":"/elements/store-select-control","value":{"type":"FormControl","props":{"label":"Select Store Location","input":"store-select"}}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"storeLocation","value":{"$bindState":"/currentStore"},"items":["opt-store-1","opt-store-2","opt-store-3"]}}}
+{"op":"add","path":"/elements/opt-store-1","value":{"type":"SelectItem","props":{"value":"store-101","label":"Store #101 - Downtown Flagship"}}}
+{"op":"add","path":"/elements/opt-store-2","value":{"type":"SelectItem","props":{"value":"store-102","label":"Store #102 - Westside Mall"}}}
+{"op":"add","path":"/elements/opt-store-3","value":{"type":"SelectItem","props":{"value":"store-103","label":"Store #103 - Northside Plaza"}}}
+{"op":"add","path":"/state/currentStore","value":"store-101"}
+{"op":"add","path":"/elements/top-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["sales-target-card","kpi-basket-card","kpi-returns-card"]}}
+{"op":"add","path":"/elements/sales-target-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["sales-header","sales-progress","sales-details"]}}
+{"op":"add","path":"/elements/sales-header","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"Real-time revenue tracking"}}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":82,"label":"82% of $15,000 Daily Goal"}}}
+{"op":"add","path":"/elements/sales-details","value":{"type":"TextContent","props":{"text":"**Current:** $12,340.00 / **Target:** $15,000.00","size":"default"}}}
+{"op":"add","path":"/elements/kpi-basket-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["basket-header","basket-value","basket-subtext"]}}
+{"op":"add","path":"/elements/basket-header","value":{"type":"CardHeader","props":{"title":"Avg Basket Size"}}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"text":"$48.50","level":"h2"}}}
+{"op":"add","path":"/elements/basket-subtext","value":{"type":"Tag","props":{"text":"+4.2% vs target","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-returns-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["returns-header","returns-value","returns-subtext"]}}
+{"op":"add","path":"/elements/returns-header","value":{"type":"CardHeader","props":{"title":"Returns This Week"}}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"text":"42 items","level":"h2"}}}
+{"op":"add","path":"/elements/returns-subtext","value":{"type":"TextContent","props":{"text":"Total value: $1,240.00","size":"small"}}}
+{"op":"add","path":"/elements/middle-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["traffic-chart-card","weekly-comp-card"]}}
+{"op":"add","path":"/elements/traffic-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Through the Day","subtitle":"Hourly customer count"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"LineChart","props":{"labels":["8 AM","10 AM","12 PM","2 PM","4 PM","6 PM","8 PM"],"series":["traffic-series"]}}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Foot Traffic","values":[45,120,310,240,290,380,150]}}}
+{"op":"add","path":"/elements/weekly-comp-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["weekly-header","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily revenue comparison ($)"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["this-week-series","last-week-series"]}}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This Week","values":[12400,11800,13500,12340,0,0,0]}}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last Week","values":[11200,11000,12800,11900,14500,18200,15100]}}}
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["left-col","right-col"]}}
+{"op":"add","path":"/elements/left-col","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["bestsellers-card","stock-reorder-card","promotions-card"]}}
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["bestsellers-header","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-header","value":{"type":"CardHeader","props":{"title":"Today's Best Sellers","subtitle":"Top performing products by volume"}}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["col-bs-item","col-bs-units","col-bs-rev"]}}}
+{"op":"add","path":"/elements/col-bs-item","value":{"type":"Col","props":{"label":"Product","data":["Organic Espresso Beans 1lb","Stainless Water Bottle","Canvas Tote Bag","Dark Chocolate Bar 70%"],"type":"string"}}}
+{"op":"add","path":"/elements/col-bs-units","value":{"type":"Col","props":{"label":"Units Sold","data":[142,98,85,64],"type":"number"}}}
+{"op":"add","path":"/elements/col-bs-rev","value":{"type":"Col","props":{"label":"Revenue","data":["$2,130.00","$2,450.00","$1,275.00","$320.00"],"type":"string"}}}
+{"op":"add","path":"/elements/stock-reorder-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["stock-header","out-of-stock-list","reorder-form-container"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Inventory Alert & Quick Reorder","subtitle":"Items currently out of stock"}}}
+{"op":"add","path":"/elements/out-of-stock-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stock-alert-1","stock-alert-2","stock-alert-3"]}}
+{"op":"add","path":"/elements/stock-alert-1","value":{"type":"Alert","props":{"title":"Oat Milk 32oz","description":"Stock: 0 units | Lead time: 1 day","variant":"destructive"}}}
+{"op":"add","path":"/elements/stock-alert-2","value":{"type":"Alert","props":{"title":"Avocado Oil Chips","description":"Stock: 0 units | Lead time: 2 days","variant":"destructive"}}}
+{"op":"add","path":"/elements/stock-alert-3","value":{"type":"Alert","props":{"title":"Cold Brew Cans 12oz","description":"Stock: 0 units | Lead time: 1 day","variant":"warning"}}}
+{"op":"add","path":"/elements/reorder-form-container","value":{"type":"Form","props":{"name":"reorderForm","buttons":"reorder-btn-group","fields":["reorder-item-control","reorder-qty-control"]}}}
+{"op":"add","path":"/elements/reorder-item-control","value":{"type":"FormControl","props":{"label":"Item to Reorder","input":"reorder-item-select"}}}
+{"op":"add","path":"/elements/reorder-item-select","value":{"type":"Select","props":{"name":"reorderItem","value":{"$bindState":"/reorderItem"},"items":["opt-item-1","opt-item-2","opt-item-3"]}}}
+{"op":"add","path":"/elements/opt-item-1","value":{"type":"SelectItem","props":{"value":"oat-milk","label":"Oat Milk 32oz"}}}
+{"op":"add","path":"/elements/opt-item-2","value":{"type":"SelectItem","props":{"value":"avocado-chips","label":"Avocado Oil Chips"}}}
+{"op":"add","path":"/elements/opt-item-3","value":{"type":"SelectItem","props":{"value":"cold-brew","label":"Cold Brew Cans 12oz"}}}
+{"op":"add","path":"/elements/reorder-qty-control","value":{"type":"FormControl","props":{"label":"Quantity (Cases)","input":"reorder-qty-input"}}}
+{"op":"add","path":"/elements/reorder-qty-input","value":{"type":"Input","props":{"name":"reorderQty","type":"number","value":{"$bindState":"/reorderQty"},"placeholder":"10"}}}
+{"op":"add","path":"/elements/reorder-btn-group","value":{"type":"Buttons","props":{"buttons":["submit-reorder-btn"]}}}
+{"op":"add","path":"/elements/submit-reorder-btn","value":{"type":"Button","props":{"label":"Place Reorder","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderStatus","value":"Order placed successfully!"}}}}}
+{"op":"add","path":"/elements/promotions-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["promo-header","promo-table"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"Running Promotions","subtitle":"Active marketing campaign performance"}}}
+{"op":"add","path":"/elements/promo-table","value":{"type":"Table","props":{"columns":["col-promo-name","col-promo-disc","col-promo-uses","col-promo-lift"]}}}
+{"op":"add","path":"/elements/col-promo-name","value":{"type":"Col","props":{"label":"Promotion","data":["Morning Perk 20% Off","Buy 2 Get 1 Snacks","Weekend Wellness Pass"],"type":"string"}}}
+{"op":"add","path":"/elements/col-promo-disc","value":{"type":"Col","props":{"label":"Discount","data":["20% Off Coffee","33% Off Chips/Bars","$5 Off $30+"],"type":"string"}}}
+{"op":"add","path":"/elements/col-promo-uses","value":{"type":"Col","props":{"label":"Redemptions","data":[184,92,45],"type":"number"}}}
+{"op":"add","path":"/elements/col-promo-lift","value":{"type":"Col","props":{"label":"Sales Lift","data":["+18% Send","+12% Category","+8% Basket"],"type":"string"}}}
+{"op":"add","path":"/state/reorderItem","value":"oat-milk"}
+{"op":"add","path":"/state/reorderQty","value":"10"}
+{"op":"add","path":"/elements/right-col","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["registers-card","shift-card"]}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["registers-header","registers-list"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Register Status","subtitle":"Live terminal monitoring"}}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","repeat":{"statePath":"/registers","key":"id"}},"children":["register-item-card"]}}
+{"op":"add","path":"/elements/register-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["register-info","register-badge"]}}
+{"op":"add","path":"/elements/register-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — Cashier: ${cashier}"},"size":"default"}}}
+{"op":"add","path":"/elements/register-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$item":"open"},"$then":"OPEN","$else":"CLOSED"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1 (Express)","cashier":"Sarah M.","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2 (Main)","cashier":"James P.","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3 (Main)","cashier":"Unassigned","open":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4 (CS Desk)","cashier":"Elena R.","open":true}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"Shift Roster Today","subtitle":"Staff scheduled for current store"}}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"direction":"column","gap":"s","repeat":{"statePath":"/shiftStaff","key":"id"}},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"sunk"},"children":["staff-avatar","staff-details","staff-tag"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/staff-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["staff-name","staff-role"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/staff-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"}}}
+{"op":"add","path":"/elements/staff-tag","value":{"type":"Tag","props":{"text":{"$item":"hours"},"variant":"neutral"}}}
+{"op":"add","path":"/state/shiftStaff","value":[]}
+{"op":"add","path":"/state/shiftStaff/0","value":{"id":"st-1","name":"Sarah Miller","initials":"SM","role":"Head Cashier","hours":"7:30 AM - 3:30 PM"}}
+{"op":"add","path":"/state/shiftStaff/1","value":{"id":"st-2","name":"James Patel","initials":"JP","role":"Store Associate","hours":"8:00 AM - 4:00 PM"}}
+{"op":"add","path":"/state/shiftStaff/2","value":{"id":"st-3","name":"Elena Rodriguez","initials":"ER","role":"Customer Care Lead","hours":"9:00 AM - 5:00 PM"}}
+{"op":"add","path":"/state/shiftStaff/4","value":{"id":"st-5","name":"David Kim","initials":"DK","role":"Shift Supervisor","hours":"12:00 PM - 8:30 PM"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..27dc2efb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,102 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","top-kpis","traffic-sales-section","registers-shifts-section","inventory-reorder-section","promotions-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["title-block","header-controls"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["main-title","sub-title"]}}
+{"op":"add","path":"/elements/main-title","value":{"type":"Heading","props":{"level":"h2","text":"Store Manager Daily Console"}}}
+{"op":"add","path":"/elements/sub-title","value":{"type":"TextContent","props":{"size":"small","text":"Real-time store operations, inventory control, and performance analytics."}}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["store-selector-control","date-badge"]}}
+{"op":"add","path":"/elements/store-selector-control","value":{"type":"FormControl","props":{"label":"Select Store","input":"store-select"}}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"storeSelect","value":{"$bindState":"/currentStore"},"items":["store-opt-1","store-opt-2","store-opt-3"]}}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"store-101","label":"Downtown Flagship (#101)"}}}
+{"op":"add","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"store-102","label":"Westside Mall (#102)"}}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"store-103","label":"Suburban Plaza (#103)"}}}
+{"op":"add","path":"/state/currentStore","value":"store-101"}
+{"op":"add","path":"/elements/date-badge","value":{"type":"Badge","props":{"text":"Today: Oct 24, 2023","variant":"secondary"}}}
+{"op":"add","path":"/elements/top-kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sales-target-card","basket-size-card","returns-card","week-comp-card"]}}
+{"op":"add","path":"/elements/sales-target-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["sales-title","sales-progress","sales-detail"]}}
+{"op":"add","path":"/elements/sales-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Sales Today vs Target"}}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpis/salesProgress"},"label":{"$template":"$${/kpis/salesToday} / $${/kpis/salesTarget}"}}}}
+{"op":"add","path":"/elements/sales-detail","value":{"type":"Tag","props":{"text":"89.1% of Daily Goal","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/kpis","value":{"salesToday":"14,250","salesTarget":"16,000","salesProgress":89,"avgBasket":"$68.40","basketTrend":"+4.2% vs avg","returnsWeek":"$1,840","returnsCount":"27 items","weekSalesThis":"$98,400","weekSalesLast":"$91,200","weekGrowth":"+7.9% YoY"}}
+{"op":"add","path":"/elements/basket-size-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["basket-title","basket-value","basket-sub"]}}
+{"op":"add","path":"/elements/basket-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Avg Basket Size"}}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/kpis/avgBasket"}}}}
+{"op":"add","path":"/elements/basket-sub","value":{"type":"Tag","props":{"text":{"$state":"/kpis/basketTrend"},"variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["returns-title","returns-value","returns-sub"]}}
+{"op":"add","path":"/elements/returns-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Returns This Week"}}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/kpis/returnsWeek"}}}}
+{"op":"add","path":"/elements/returns-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$state":"/kpis/returnsCount"}}}}
+{"op":"add","path":"/elements/week-comp-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["week-comp-title","week-comp-value","week-comp-sub"]}}
+{"op":"add","path":"/elements/week-comp-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"This Week vs Last Week"}}}
+{"op":"add","path":"/elements/week-comp-value","value":{"type":"Heading","props":{"level":"h3","text":{"$state":"/kpis/weekSalesThis"}}}}
+{"op":"add","path":"/elements/week-comp-sub","value":{"type":"Tag","props":{"text":{"$template":"${/kpis/weekGrowth} (vs $${/kpis/weekSalesLast})"},"variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/traffic-sales-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["traffic-chart-card","weekly-comparison-chart-card"]}}
+{"op":"add","path":"/elements/traffic-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Hourly Foot Traffic Today","subtitle":"In-store customer count by hour"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"BarChart","props":{"labels":["8 AM","10 AM","12 PM","2 PM","4 PM","6 PM","8 PM"],"series":["traffic-series"]}}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[45,120,340,280,310,420,190]}}}
+{"op":"add","path":"/elements/weekly-comparison-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comp-header","comp-chart"]}}
+{"op":"add","path":"/elements/comp-header","value":{"type":"CardHeader","props":{"title":"Daily Revenue Comparison","subtitle":"This Week vs Last Week ($k)"}}}
+{"op":"add","path":"/elements/comp-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["this-week-series","last-week-series"]}}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This Week","values":[12.4,14.2,15.1,13.8,18.5,22.0,18.0]}}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last Week","values":[11.0,12.8,13.9,12.5,17.2,20.1,16.5]}}}
+{"op":"add","path":"/elements/registers-shifts-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["registers-card","shifts-card"]}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registers-header","registers-grid"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Register Status","subtitle":"Active POS lanes and cashier assignments"}}}
+{"op":"add","path":"/elements/registers-grid","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-item"]}}
+{"op":"add","path":"/elements/register-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reg-info","reg-status-badge"]}}
+{"op":"add","path":"/elements/reg-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["reg-name","reg-cashier"]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/reg-cashier","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Cashier: ${cashier}"}}}}
+{"op":"add","path":"/elements/reg-status-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"open"},"$then":"OPEN","$else":"CLOSED"},"variant":{"$cond":{"$item":"open"},"$then":"success","$else":"neutral"}}}}
+{"op":"state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1 (Express)","cashier":"Sarah M.","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2 (Main)","cashier":"David K.","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3 (Main)","cashier":"Unassigned","open":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4 (Returns/CS)","cashier":"Elena R.","open":true}}
+{"op":"add","path":"/elements/shifts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shifts-header","shifts-list"]}}
+{"op":"add","path":"/elements/shifts-header","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"Staff schedule and active roles"}}}
+{"op":"add","path":"/elements/shifts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shifts","key":"id"},"children":["shift-item"]}}
+{"op":"add","path":"/elements/shift-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"Role: ${role} | Shift: ${hours}"},"actionLabel":{"$item":"status"}}}}
+{"op":"state/shifts","value":[]}
+{"op":"add","path":"/state/shifts/0","value":{"id":"sh-1","name":"Marcus Vance","role":"Store Supervisor","hours":"07:30 AM - 04:00 PM","status":"Active"}}
+{"op":"add","path":"/state/shifts/1","value":{"id":"sh-2","name":"Sarah Miller","role":"Lead Cashier","hours":"08:00 AM - 04:30 PM","status":"Active"}}
+{"op":"add","path":"/state/shifts/2","value":{"id":"sh-3","name":"David Chen","role":"Sales Associate","hours":"09:00 AM - 05:30 PM","status":"Active"}}
+{"op":"add","path":"/state/shifts/3","value":{"id":"sh-4","name":"Elena Rostova","role":"Customer Service","hours":"10:00 AM - 06:30 PM","status":"Active"}}
+{"op":"add","path":"/state/shifts/4","value":{"id":"sh-5","name":"James Wilson","role":"Stockroom / Logistics","hours":"12:00 PM - 08:30 PM","status":"Upcoming"}}
+{"op":"elements/inventory-reorder-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bestsellers-card","stockouts-reorder-card"]}}
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bestsellers-header","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-header","value":{"type":"CardHeader","props":{"title":"Today's Best Sellers","subtitle":"Top performing products by units sold"}}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["col-item-name","col-units","col-rev"]}}}
+{"op":"add","path":"/elements/col-item-name","value":{"type":"Col","props":{"label":"Product","type":"string","data":["Organic Whole Milk 1Gal","Artisan Sourdough Bread","Avocado Bags (4-pk)","Sparkling Water 12-Pack"]}}}
+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units Sold","type":"number","data":[142,98,85,74]}}}
+{"op":"add","path":"/elements/col-rev","value":{"type":"Col","props":{"label":"Revenue","type":"string","data":["$637.58","$587.02","$424.15","$517.26"]}}}
+{"op":"add","path":"/elements/stockouts-reorder-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stockout-header","reorder-alert-callout","stockouts-list"]}}
+{"op":"add","path":"/elements/stockout-header","value":{"type":"CardHeader","props":{"title":"Out of Stock & Quick Reorder","subtitle":"Items requiring immediate inventory replenishment"}}}
+{"op":"add","path":"/elements/reorder-alert-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Low Stock Warning","description":"3 high-demand items are currently at 0 inventory."}}}
+{"op":"add","path":"/elements/stockouts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStockItems","key":"id"},"children":["stockout-item"]}}
+{"op":"add","path":"/elements/stockout-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["stockout-info","reorder-action"]}}
+{"op":"add","path":"/elements/stockout-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["stockout-name","stockout-sku"]}}
+{"op":"add","path":"/elements/stockout-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/stockout-sku","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"SKU: ${sku} | Category: ${category}"}}}}
+{"op":"add","path":"/elements/reorder-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"reordered"},"$then":"Ordered ✓","$else":"Express Reorder"},"variant":{"$cond":{"$item":"reordered"},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/outOfStockItems/${$index}/reordered"},"value":true}}}}}
+{"op":"state/outOfStockItems","value":[]}
+{"op":"add","path":"/state/outOfStockItems/0","value":{"id":"oos-1","name":"Cold Brew Coffee 32oz","sku":"DRK-8821","category":"Beverages","reordered":false}}
+{"op":"add","path":"/state/outOfStockItems/1","value":{"id":"oos-2","name":"Greek Yogurt Plain 500g","sku":"DY-4092","category":"Dairy","reordered":false}}
+{"op":"add","path":"/state/outOfStockItems/2","value":{"id":"oos-3","name":"Gluten-Free Oats 1kg","sku":"BRK-1102","category":"Pantry","reordered":true}}
+{"op":"elements/promotions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promos-header","promos-list"]}}
+{"op":"add","path":"/elements/promos-header","value":{"type":"CardHeader","props":{"title":"Running Promotions Performance","subtitle":"Active marketing campaigns and conversion impact"}}}
+{"op":"add","path":"/elements/promos-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-card"]}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["promo-top","promo-metrics"]}}
+{"op":"add","path":"/elements/promo-top","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["promo-title-block","promo-tag"]}}
+{"op":"add","path":"/elements/promo-title-block","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["promo-name","promo-desc"]}}
+{"op":"add","path":"/elements/promo-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"title"}}}}
+{"op":"add","path":"/elements/promo-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"details"}}}}
+{"op":"add","path":"/elements/promo-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info"}}}
+{"op":"add","path":"/elements/promo-metrics","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["promo-redemptions","promo-lift"]}}
+{"op":"add","path":"/elements/promo-redemptions","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Redemptions: **${redemptions}**"}}}}
+{"op":"add","path":"/elements/promo-lift","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Sales Lift: **${salesLift}**"}}}}
+{"op":"state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"p-1","title":"Fall Bakery BOGO 50% Off","details":"Buy one fresh pastry, get second half off","status":"Active (Ends Sun)","redemptions":"342","salesLift":"+18.5%"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"p-2","title":"Organic Dairy Weekend Save $2","details":"$2 instant discount on purchases over $15 in Dairy","status":"Active","redemptions":"189","salesLift":"+12.1%"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"p-3","title":"Loyalty Double Points Day","details":"Members earn 2x points on all healthy snack items","status":"Active Today Only","redemptions":"512","salesLift":"+24.0%"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..b6a0edb5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,110 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-row-1","kpi-row-2","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-info","header-actions"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-sub"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"level":"h1","text":"SaaS Executive Overview"}}}
+{"op":"add","path":"/elements/dashboard-sub","value":{"type":"TextContent","props":{"size":"small","text":"Real-time business performance, revenue health, and risk tracking."}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["period-select-control","invite-dialog"]}}
+{"op":"add","path":"/elements/period-select-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/period"},"items":["opt-1","opt-2","opt-3","opt-4"]}}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"}}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"}}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to Date"}}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 Months"}}}
+{"op":"add","path":"/state/period","value":"90d"}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Invite Admin","triggerVariant":"default","title":"Invite New Administrator","description":"Grant admin privileges to a team member to manage revenue and risk settings.","content":["invite-form"]}}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdminForm","fields":["invite-email-control","invite-role-control"],"buttons":"invite-buttons"}}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input"}}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"adminEmail","type":"email","placeholder":"colleague@company.com","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Admin Role","input":"invite-role-select"}}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"adminRole","value":{"$bindState":"/inviteRole"},"items":["role-opt-1","role-opt-2"]}}}
+{"op":"add","path":"/elements/role-opt-1","value":{"type":"SelectItem","props":{"value":"full","label":"Super Admin (Full Access)"}}}
+{"op":"add","path":"/elements/role-opt-2","value":{"type":"SelectItem","props":{"value":"read","label":"Read-Only Executive"}}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit-btn"]}}}
+{"op":"add","path":"/elements/invite-submit-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSuccess","value":true}}}}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":"full"}
+{"op":"add","path":"/state/inviteSuccess","value":false}
+{"op":"add","path":"/elements/kpi-row-1","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["card-mrr","card-arr","card-churn","card-nps"]}}
+{"op":"add","path":"/elements/card-mrr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mrr-header","mrr-val","mrr-badge"]}}
+{"op":"add","path":"/elements/mrr-header","value":{"type":"CardHeader","props":{"title":"Monthly Recurring Revenue","subtitle":"MRR as of today"}}}
+{"op":"add","path":"/elements/mrr-val","value":{"type":"Heading","props":{"level":"h2","text":"$248,500"}}}
+{"op":"add","path":"/elements/mrr-badge","value":{"type":"Badge","props":{"text":"+6.4% vs last month","variant":"default"}}}
+{"op":"add","path":"/elements/card-arr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["arr-header","arr-val","arr-badge"]}}
+{"op":"add","path":"/elements/arr-header","value":{"type":"CardHeader","props":{"title":"Annual Recurring Revenue","subtitle":"Annualized run rate"}}}
+{"op":"add","path":"/elements/arr-val","value":{"type":"Heading","props":{"level":"h2","text":"$2,982,000"}}}
+{"op":"add","path":"/elements/arr-badge","value":{"type":"Badge","props":{"text":"Target: $3.2M EOY","variant":"secondary"}}}
+{"op":"add","path":"/elements/card-churn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["churn-header","churn-val","churn-badge"]}}
+{"op":"add","path":"/elements/churn-header","value":{"type":"CardHeader","props":{"title":"Churn (This Month)","subtitle":"Net revenue churn rate"}}}
+{"op":"add","path":"/elements/churn-val","value":{"type":"Heading","props":{"level":"h2","text":"1.2%"}}}
+{"op":"add","path":"/elements/churn-badge","value":{"type":"Badge","props":{"text":"$3,100 lost MRR","variant":"destructive"}}}
+{"op":"add","path":"/elements/card-nps","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["nps-header","nps-val","nps-badge"]}}
+{"op":"add","path":"/elements/nps-header","value":{"type":"CardHeader","props":{"title":"Current NPS","subtitle":"Net Promoter Score"}}}
+{"op":"add","path":"/elements/nps-val","value":{"type":"Heading","props":{"level":"h2","text":"+58"}}}
+{"op":"add","path":"/elements/nps-badge","value":{"type":"Badge","props":{"text":"Promoters: 68% | Detractors: 10%","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-row-2","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["card-signups","card-utilization"]}}
+{"op":"add","path":"/elements/card-signups","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["signups-title","signups-chart"]}}
+{"op":"add","path":"/elements/signups-title","value":{"type":"CardHeader","props":{"title":"New Signups (Past 90 Days)","subtitle":"1,420 Total New Accounts (+18% YoY)"}}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"LineChart","props":{"labels":["Month 1","Month 2","Month 3"],"series":["series-signups"],"xLabel":"Timeframe","yLabel":"New Signups"}}}
+{"op":"add","path":"/elements/series-signups","value":{"type":"Series","props":{"category":"New Signups","values":[410,480,530]}}}
+{"op":"add","path":"/elements/card-utilization","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["util-title","util-progress","util-details"]}}
+{"op":"add","path":"/elements/util-title","value":{"type":"CardHeader","props":{"title":"Seat Utilization Across Company","subtitle":"Active Seats vs Total Purchased Licenses"}}}
+{"op":"add","path":"/elements/util-progress","value":{"type":"Progress","props":{"value":82,"label":"82% Overall Utilization (8,200 / 10,000 seats)"}}}
+{"op":"add","path":"/elements/util-details","value":{"type":"TextContent","props":{"size":"small","text":"• Enterprise Plan: **88%** seat usage\n• Pro Plan: **74%** seat usage\n• Starter Plan: **61%** seat usage"}}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-1","tab-2","tab-3","tab-4"]}}}
+{"op":"add","path":"/elements/tab-1","value":{"type":"TabItem","props":{"value":"top-cust","trigger":"Largest Customers","content":["top-cust-card"]}}}
+{"op":"add","path":"/elements/tab-2","value":{"type":"TabItem","props":{"value":"plans","trigger":"Plans & Adoption","content":["plans-card"]}}}
+{"op":"add","path":"/elements/tab-3","value":{"type":"TabItem","props":{"value":"risk","trigger":"Accounts at Risk","content":["risk-card"]}}}
+{"op":"add","path":"/elements/tab-4","value":{"type":"TabItem","props":{"value":"failed","trigger":"Failed Payments","content":["failed-card"]}}}
+{"op":"add","path":"/elements/top-cust-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-cust-header","top-cust-table"]}}
+{"op":"add","path":"/elements/top-cust-header","value":{"type":"CardHeader","props":{"title":"Top 10 Largest Customers","subtitle":"Ranked by total annual spend and seat allocation"}}}
+{"op":"add","path":"/elements/top-cust-table","value":{"type":"Table","props":{"columns":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]}}}
+{"op":"add","path":"/elements/col-cust-name","value":{"type":"Col","props":{"label":"Customer Name","type":"string","data":{"$state":"/topCustomers/names"}}}}
+{"op":"add","path":"/elements/col-cust-plan","value":{"type":"Col","props":{"label":"Plan Tier","type":"string","data":{"$state":"/topCustomers/plans"}}}}
+{"op":"add","path":"/elements/col-cust-seats","value":{"type":"Col","props":{"label":"Seats Assigned","type":"number","data":{"$state":"/topCustomers/seats"}}}}
+{"op":"add","path":"/elements/col-cust-spend","value":{"type":"Col","props":{"label":"ARR Spend ($)","type":"number","data":{"$state":"/topCustomers/spend"}}}}
+{"op":"add","path":"/state/topCustomers","value":{"names":["Acme Corp","GlobalTech Systems","Starlight Media","Apex Logistics","Nexus Financial","Hyperion Labs","Vanguard Software","Echo Technologies","Zenith Health","Orbit Enterprise"],"plans":["Enterprise Plus","Enterprise","Enterprise","Enterprise","Enterprise Plus","Enterprise","Enterprise","Pro Annual","Enterprise","Pro Annual"],"seats":[450,380,310,290,250,220,200,180,160,150],"spend":[180000,152000,124000,116000,100000,88000,80000,72000,64000,60000]}}
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"direction":"row","gap":"xl","wrap":true},"children":["plan-split-box","feature-adoption-box"]}}
+{"op":"add","path":"/elements/plan-split-box","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["plan-split-title","plan-pie"]}}
+{"op":"add","path":"/elements/plan-split-title","value":{"type":"CardHeader","props":{"title":"Customers Split by Plan","subtitle":"Distribution across subscription tiers"}}}
+{"op":"add","path":"/elements/plan-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["Starter ($49/mo)","Pro ($199/mo)","Enterprise ($899/mo)"],"values":[650,420,130]}}}
+{"op":"add","path":"/elements/feature-adoption-box","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["feature-title","feature-list"]}}
+{"op":"add","path":"/elements/feature-title","value":{"type":"CardHeader","props":{"title":"Adoption of 3 Newest Features","subtitle":"Active account usage over past 30 days"}}}
+{"op":"add","path":"/elements/feature-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["feat-1","feat-2","feat-3"]}}
+{"op":"add","path":"/elements/feat-1","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["f1-text","f1-prog"]}}
+{"op":"add","path":"/elements/f1-text","value":{"type":"TextContent","props":{"size":"small-heavy","text":"AI Workflows Assistant (v3.2)"}}}
+{"op":"add","path":"/elements/f1-prog","value":{"type":"Progress","props":{"value":64,"label":"64% of eligible accounts activated (768 accounts)"}}}
+{"op":"add","path":"/elements/feat-2","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["f2-text","f2-prog"]}}
+{"op":"add","path":"/elements/f2-text","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Automated SOC2 Audit Reports"}}}
+{"op":"add","path":"/elements/f2-prog","value":{"type":"Progress","props":{"value":41,"label":"41% of eligible accounts activated (492 accounts)"}}}
+{"op":"add","path":"/elements/feat-3","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["f3-text","f3-prog"]}}
+{"op":"add","path":"/elements/f3-text","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Multi-Region SAML SSO Sync"}}}
+{"op":"add","path":"/elements/f3-prog","value":{"type":"Progress","props":{"value":28,"label":"28% of eligible accounts activated (336 accounts)"}}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risk-header","risk-alert","risk-items"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"High-churn risk accounts flagged by health score monitoring"}}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"Attention Required","description":"4 enterprise accounts exhibit critical usage drops or unresolved executive sponsor changes.","variant":"warning"}}}
+{"op":"add","path":"/elements/risk-items","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/riskAccounts","key":"id"},"children":["risk-item-card"]}}
+{"op":"add","path":"/elements/risk-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["risk-item-info","risk-item-tag"]}}
+{"op":"add","path":"/elements/risk-item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["risk-item-name","risk-item-reason"]}}
+{"op":"add","path":"/elements/risk-item-name","value":{"type":"Heading","props":{"level":"h4","text":{"$template":"${name} (${arr} ARR)"}}}}
+{"op":"add","path":"/elements/risk-item-reason","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"**Risk Reason:** ${reason} | **Health Score:** ${healthScore}/100"}}}}
+{"op":"add","path":"/elements/risk-item-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger"}}}
+{"op":"add","path":"/state/riskAccounts","value":[]}
+{"op":"add","path":"/state/riskAccounts/0","value":{"id":"r1","name":"Synergy Systems","arr":"$72,000","reason":"Product usage dropped 55% over past 14 days","healthScore":32,"severity":"High Risk"}}
+{"op":"add","path":"/state/riskAccounts/1","value":{"id":"r2","name":"BioHealth Dynamics","arr":"$48,000","reason":"Primary champion/sponsor left company; champion unknown","healthScore":41,"severity":"High Risk"}}
+{"op":"add","path":"/state/riskAccounts/2","value":{"id":"r3","name":"Omni Cloud Retail","arr":"$96,000","reason":"Unresolved support tickets open > 21 days","healthScore":45,"severity":"Medium Risk"}}
+{"op":"add","path":"/state/riskAccounts/3","value":{"id":"r4","name":"Quantum Logistics","arr":"$36,000","reason":"Seat utilization under 20% after 90 days onboarding","healthScore":48,"severity":"Medium Risk"}}
+{"op":"add","path":"/elements/failed-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["failed-header","failed-list"]}}
+{"op":"add","path":"/elements/failed-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Unpaid invoice attempts requiring billing intervention"}}}
+{"op":"add","path":"/elements/failed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-row"]}}
+{"op":"add","path":"/elements/failed-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["failed-info","failed-action-area"]}}
+{"op":"add","path":"/elements/failed-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["failed-title-text","failed-sub-text"]}}
+{"op":"add","path":"/elements/failed-title-text","value":{"type":"Heading","props":{"level":"h4","text":{"$template":"${customer} - ${amount}"}}}}
+{"op":"add","path":"/elements/failed-sub-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Reason: ${reason} | Failed on ${date} | Attempts: ${attempts}"}}}}
+{"op":"add","path":"/elements/failed-action-area","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["retry-btn","retry-status"]}}
+{"op":"add","path":"/elements/retry-btn","value":{"type":"Button","props":{"label":"Retry Payment","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/failedPayments/${$index}/status"},"value":"Retrying..."}}}}}
+{"op":"add","path":"/elements/retry-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"warning"}}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"f1","customer":"Krypton Media","amount":"$1,200","reason":"Card Expired (Declined code 54)","date":"Oct 24, 2023","attempts":2,"status":"Pending Retry"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"f2","customer":"AeroSpace Ventures","amount":"$3,400","reason":"Insufficient Funds (Declined code 51)","date":"Oct 23, 2023","attempts":1,"status":"Pending Retry"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"f3","customer":"Urban Design Studio","amount":"$490","reason":"Generic Bank Decline (Declined code 05)","date":"Oct 22, 2023","attempts":3,"status":"Pending Retry"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..07d99b53c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,99 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","middle-grid","customer-grid","feature-adoption-card","accounts-management-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["title-block","controls-block"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"level":"h1","text":"SaaS Executive Admin Dashboard"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"size":"small","text":"Real-time revenue, customer metrics, risk monitoring, and feature adoption."}}}
+{"op":"add","path":"/elements/controls-block","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["period-control","invite-dialog"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/selectedPeriod"},"items":["opt-30","opt-90","opt-yr","opt-ytd"]}}}
+{"op":"add","path":"/elements/opt-30","value":{"type":"SelectItem","props":{"label":"Last 30 Days","value":"30d"}}}
+{"op":"add","path":"/elements/opt-90","value":{"type":"SelectItem","props":{"label":"Last 90 Days","value":"90d"}}}
+{"op":"add","path":"/elements/opt-yr","value":{"type":"SelectItem","props":{"label":"Last 12 Months","value":"12m"}}}
+{"op":"add","path":"/elements/opt-ytd","value":{"type":"SelectItem","props":{"label":"Year to Date","value":"ytd"}}}
+{"op":"add","path":"/state/selectedPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Invite Admin","triggerVariant":"default","title":"Invite New Administrator","description":"Grant full or restricted administrative access to your workspace.","content":["invite-form"]}}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdminForm","fields":["invite-email-control","invite-role-control"],"buttons":"invite-buttons"}}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input"}}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"adminEmail","placeholder":"colleague@company.com","type":"email","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role Level","input":"invite-role-select"}}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"adminRole","value":{"$bindState":"/inviteRole"},"items":["role-super","role-billing","role-support"]}}}
+{"op":"add","path":"/elements/role-super","value":{"type":"SelectItem","props":{"label":"Super Admin","value":"super"}}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"label":"Billing Admin","value":"billing"}}}
+{"op":"add","path":"/elements/role-support","value":{"type":"SelectItem","props":{"label":"Support Lead","value":"support"}}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["send-invite-btn"]}}}
+{"op":"add","path":"/elements/send-invite-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSuccess","value":true}}}}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":"super"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["mrr-card","arr-card","churn-card","nps-card","utilization-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["mrr-title","mrr-value","mrr-badge"]}}
+{"op":"add","path":"/elements/mrr-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"MONTHLY RECURRING (MRR)"}}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/mrr"}}}}
+{"op":"add","path":"/elements/mrr-badge","value":{"type":"Badge","props":{"text":"+8.4% vs last mo","variant":"default"}}}
+{"op":"add","path":"/elements/arr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["arr-title","arr-value","arr-badge"]}}
+{"op":"add","path":"/elements/arr-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"ANNUAL RECURRING (ARR)"}}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/arr"}}}}
+{"op":"add","path":"/elements/arr-badge","value":{"type":"Badge","props":{"text":"On track for $3M target","variant":"secondary"}}}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["churn-title","churn-value","churn-badge"]}}
+{"op":"add","path":"/elements/churn-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"CHURN THIS MONTH"}}}
+{"op":"add","path":"/elements/churn-value","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/churn"}}}}
+{"op":"add","path":"/elements/churn-badge","value":{"type":"Badge","props":{"text":"1.2% logo churn","variant":"outline"}}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["nps-title","nps-value","nps-badge"]}}
+{"op":"add","path":"/elements/nps-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"NET PROMOTER SCORE"}}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/nps"}}}}
+{"op":"add","path":"/elements/nps-badge","value":{"type":"Badge","props":{"text":"Excellent (64 Promoters)","variant":"default"}}}
+{"op":"add","path":"/elements/utilization-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["util-title","util-value","util-progress"]}}
+{"op":"add","path":"/elements/util-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":"SEAT UTILIZATION"}}}
+{"op":"add","path":"/elements/util-value","value":{"type":"Heading","props":{"level":"h2","text":"82.4%"}}}
+{"op":"add","path":"/elements/util-progress","value":{"type":"Progress","props":{"value":82.4,"label":"14,832 / 18,000 Active Seats"}}}
+{"op":"add","path":"/state/kpis","value":{"mrr":"$218,400","arr":"$2,620,800","churn":"$2,650","nps":"+58"}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["signups-card","plan-split-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New Signups (Past 90 Days)","subtitle":"Total 1,240 new workspace acquisitions"}}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"LineChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8","Wk 9","Wk 10","Wk 11","Wk 12"],"series":["signup-series"],"variant":"natural"}}}
+{"op":"add","path":"/elements/signup-series","value":{"type":"Series","props":{"category":"Signups","values":[85,92,104,110,98,125,140,135,150,142,168,191]}}}
+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["plan-header","plan-pie"]}}
+{"op":"add","path":"/elements/plan-header","value":{"type":"CardHeader","props":{"title":"Customer Split by Plan","subtitle":"Distribution across subscription tiers"}}}
+{"op":"add","path":"/elements/plan-pie","value":{"type":"PieChart","props":{"labels":["Starter","Professional","Enterprise","Custom Legacy"],"values":[450,320,110,40],"variant":"donut"}}}
+{"op":"add","path":"/elements/customer-grid","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["top-cust-header","top-cust-table"]}}
+{"op":"add","path":"/elements/top-cust-header","value":{"type":"CardHeader","props":{"title":"Ten Largest Customers","subtitle":"Ranked by ARR contribution and seat consumption"}}}
+{"op":"add","path":"/elements/top-cust-table","value":{"type":"Table","props":{"columns":["col-rank","col-name","col-plan","col-seats","col-arr"]}}}
+{"op":"add","path":"/elements/col-rank","value":{"type":"Col","props":{"label":"#","type":"number","data":[1,2,3,4,5,6,7,8,9,10]}}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Customer / Organization","type":"string","data":["Acme Corp","GlobalTech Systems","Apex Logistics","Nexus Media","Starlight Retail","Vanguard Health","Omni Financial","Skyline Industries","Pinnacle Cloud","Beacon Networks"]}}}
+{"op":"add","path":"/elements/col-plan","value":{"type":"Col","props":{"label":"Plan","type":"string","data":["Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Professional","Enterprise","Professional","Enterprise","Professional"]}}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Allocated Seats","type":"number","data":[1200,950,800,650,500,480,450,400,380,350]}}}
+{"op":"add","path":"/elements/col-arr","value":{"type":"Col","props":{"label":"Annual Spend","type":"string","data":["$144,000","$114,000","$96,000","$78,000","$60,000","$46,080","$54,000","$38,400","$45,600","$33,600"]}}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["feature-header","feature-list"]}}
+{"op":"add","path":"/elements/feature-header","value":{"type":"CardHeader","props":{"title":"Adoption of 3 Newest Features","subtitle":"Active usage metrics across qualified accounts"}}}
+{"op":"add","path":"/elements/feature-list","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["feat-1","feat-2","feat-3"]}}
+{"op":"add","path":"/elements/feat-1","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["feat-1-title","feat-1-prog"]}}
+{"op":"add","path":"/elements/feat-1-title","value":{"type":"TextContent","props":{"size":"default","text":"**AI Workflow Automation Engine** — 68% of Enterprise accounts adopted"}}}
+{"op":"add","path":"/elements/feat-1-prog","value":{"type":"Progress","props":{"value":68,"label":"75 of 110 Enterprise accounts active"}}}
+{"op":"add","path":"/elements/feat-2","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["feat-2-title","feat-2-prog"]}}
+{"op":"add","path":"/elements/feat-2-title","value":{"type":"TextContent","props":{"size":"default","text":"**Custom Role-Based Governance** — 42% overall adoption"}}}
+{"op":"add","path":"/elements/feat-2-prog","value":{"type":"Progress","props":{"value":42,"label":"386 of 920 total customer accounts"}}}
+{"op":"add","path":"/elements/feat-3","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["feat-3-title","feat-3-prog"]}}
+{"op":"add","path":"/elements/feat-3-title","value":{"type":"TextContent","props":{"size":"default","text":"**Real-time BI Webhook Streaming** — 25% overall adoption"}}}
+{"op":"add","path":"/elements/feat-3-prog","value":{"type":"Progress","props":{"value":25,"label":"230 of 920 total customer accounts"}}}
+{"op":"add","path":"/elements/accounts-management-grid","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["at-risk-card","failed-payments-card"]}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["risk-header","risk-accordion"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts At Risk","subtitle":"Priority churn prevention list"}}}
+{"op":"add","path":"/elements/risk-accordion","value":{"type":"Accordion","props":{"items":["acc-risk-1","acc-risk-2","acc-risk-3"]}}}
+{"op":"add","path":"/elements/acc-risk-1","value":{"type":"AccordionItem","props":{"value":"risk1","trigger":"⚠️ HyperScale Inc ($48,000 ARR)","content":["risk-1-text"]}}}
+{"op":"add","path":"/elements/risk-1-text","value":{"type":"TextCallout","props":{"variant":"warning","title":"Reason: Low Activity & Champion Left","description":"Usage dropped 62% in the last 30 days following primary executive sponsor departure."}}}
+{"op":"add","path":"/elements/acc-risk-2","value":{"type":"AccordionItem","props":{"value":"risk2","trigger":"⚠️ CloudFrontier ($24,000 ARR)","content":["risk-2-text"]}}}
+{"op":"add","path":"/elements/risk-2-text","value":{"type":"TextCallout","props":{"variant":"danger","title":"Reason: Unresolved Support Escalation","description":"Open high-priority integration ticket unresolved for >14 days. Renewal in 30 days."}}}
+{"op":"add","path":"/elements/acc-risk-3","value":{"type":"AccordionItem","props":{"value":"risk3","trigger":"⚠️ BioLabs Health ($36,000 ARR)","content":["risk-3-text"]}}}
+{"op":"add","path":"/elements/risk-3-text","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Reason: Executive Budget Review","description":"Procurement requested 20% discount on upcoming annual renewal."}}}
+{"op":"add","path":"/elements/failed-payments-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["failed-header","failed-list"]}}
+{"op":"add","path":"/elements/failed-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Actionable invoice collections"}}}
+{"op":"add","path":"/elements/failed-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-item-card"]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"fp-1","company":"DataSync LLC","amount":"$1,200","date":"2 days ago","reason":"Card Expired","retrying":false}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"fp-2","company":"Quantum Labs","amount":"$3,400","date":"4 days ago","reason":"Insufficient Funds","retrying":false}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"fp-3","company":"BrightMedia","amount":"$850","date":"5 days ago","reason":"Generic Decline","retrying":false}}
+{"op":"add","path":"/elements/payment-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["payment-info","payment-retry-btn"]}}
+{"op":"add","path":"/elements/payment-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["p-company","p-meta"]}}
+{"op":"add","path":"/elements/p-company","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"${company} — ${amount}"}}}}
+{"op":"add","path":"/elements/p-meta","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Failed: ${date} (${reason})"}}}}
+{"op":"add","path":"/elements/payment-retry-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"retrying"},"$then":"Retrying...","$else":"Retry Payment"},"size":"small","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/failedPayments/${$index}/retrying"},"value":true}}}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..752de3a07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","kpi-grid","middle-grid","customer-grid","bottom-grid"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["header-title-section","header-actions"]}}
+{"op":"add","path":"/elements/header-title-section","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"SaaS Executive Dashboard","level":"h1"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Real-time administrative overview and operations controls","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["period-select-control","invite-dialog"]}}
+{"op":"add","path":"/elements/period-select-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/period"},"items":["period-opt-1","period-opt-2","period-opt-3","period-opt-4"],"size":"small"}}}
+{"op":"add","path":"/elements/period-opt-1","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"}}}
+{"op":"add","path":"/elements/period-opt-2","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"}}}
+{"op":"add","path":"/elements/period-opt-3","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to Date"}}}
+{"op":"add","path":"/elements/period-opt-4","value":{"type":"SelectItem","props":{"value":"12m","label":"Trailing 12 Months"}}}
+{"op":"add","path":"/state/period","value":"90d"}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Invite Admin","title":"Invite New Administrator","description":"Grant administrative access to team members. They will receive an email setup link.","content":["invite-form"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdminForm","buttons":"invite-form-buttons","fields":["invite-email-control","invite-role-control"]}}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input"}}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"email","placeholder":"colleague@company.com","type":"email","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Admin Role","input":"invite-role-select"}}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"role","value":{"$bindState":"/inviteRole"},"items":["role-opt-1","role-opt-2","role-opt-3"]}}}
+{"op":"add","path":"/elements/role-opt-1","value":{"type":"SelectItem","props":{"value":"superadmin","label":"Super Admin (Full Access)"}}}
+{"op":"add","path":"/elements/role-opt-2","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"}}}
+{"op":"add","path":"/elements/role-opt-3","value":{"type":"SelectItem","props":{"value":"ops","label":"Operations Admin"}}}
+{"op":"add","path":"/elements/invite-form-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit-btn"]}}}
+{"op":"add","path":"/elements/invite-submit-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSuccess","value":true}}}}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":"superadmin"}
+{"op":"add","path":"/state/inviteSuccess","value":false}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps","kpi-seats"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-val","kpi-mrr-badge"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mrr-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/mrr"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-mrr-badge","value":{"type":"Badge","props":{"text":"+8.4% vs last mo","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-val","kpi-arr-badge"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arr-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/arr"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-arr-badge","value":{"type":"Badge","props":{"text":"$2.94M Pace","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-val","kpi-churn-badge"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-churn-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/churn"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-churn-badge","value":{"type":"Badge","props":{"text":"0.3% target","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-val","kpi-nps-badge"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"}}}
+{"op":"add","path":"/elements/kpi-nps-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/nps"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-nps-badge","value":{"type":"Badge","props":{"text":"+4 Excellent","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-seats","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-seats-label","kpi-seats-val","kpi-seats-progress"]}}
+{"op":"add","path":"/elements/kpi-seats-label","value":{"type":"TextContent","props":{"text":"Seat Utilization","size":"small"}}}
+{"op":"add","path":"/elements/kpi-seats-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/seatsUsed"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-seats-progress","value":{"type":"Progress","props":{"value":83,"label":"83% of total assigned"}}}
+{"op":"add","path":"/state/kpis","value":{"mrr":"$245,800","arr":"$2,949,600","churn":"1.2%","nps":"64","seatsUsed":"8,320 / 10,000"}}
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["chart-signups-card","chart-plans-card"]}}
+{"op":"add","path":"/elements/chart-signups-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["signups-card-header","signups-line-chart"]}}
+{"op":"add","path":"/elements/signups-card-header","value":{"type":"CardHeader","props":{"title":"New Signups (Past 90 Days)","subtitle":"Total 1,420 new accounts acquired across all tiers"}}}
+{"op":"add","path":"/elements/signups-line-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12"],"series":["signups-series"],"xLabel":"Weeks","yLabel":"New Signups"}}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[95,110,105,125,140,135,160,150,175,180,190,205]}}}
+{"op":"add","path":"/elements/chart-plans-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["plans-card-header","plans-pie-chart"]}}
+{"op":"add","path":"/elements/plans-card-header","value":{"type":"CardHeader","props":{"title":"Customers Split by Plan","subtitle":"Active subscription breakdown"}}}
+{"op":"add","path":"/elements/plans-pie-chart","value":{"type":"PieChart","props":{"labels":["Starter ($49)","Pro ($199)","Enterprise ($999+)"],"values":[1420,850,210],"variant":"donut"}}}
+{"op":"add","path":"/elements/customer-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["top-customers-card","at-risk-card"]}}
+{"op":"add","path":"/elements/top-customers-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-cust-header","top-cust-table"]}}
+{"op":"add","path":"/elements/top-cust-header","value":{"type":"CardHeader","props":{"title":"Top 10 Largest Customers","subtitle":"Ranked by monthly spend and active seats"}}}
+{"op":"add","path":"/elements/top-cust-table","value":{"type":"Table","props":{"columns":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]}}}
+{"op":"add","path":"/elements/col-cust-name","value":{"type":"Col","props":{"label":"Customer Name","data":{"$state":"/topCustomers/names"},"type":"string"}}}
+{"op":"add","path":"/elements/col-cust-plan","value":{"type":"Col","props":{"label":"Plan Tier","data":{"$state":"/topCustomers/plans"},"type":"string"}}}
+{"op":"add","path":"/elements/col-cust-seats","value":{"type":"Col","props":{"label":"Seats","data":{"$state":"/topCustomers/seats"},"type":"number"}}}
+{"op":"add","path":"/elements/col-cust-spend","value":{"type":"Col","props":{"label":"Monthly Spend","data":{"$state":"/topCustomers/spends"},"type":"string"}}}
+{"op":"add","path":"/state/topCustomers","value":{"names":["Acme Corp","TechGlobe Inc","Apex Financial","Nexus Logistics","CloudScale Systems","OmniHealth","Vortex Media","Starlight Retail","CyberShield Security","Horizon Energy"],"plans":["Enterprise Plus","Enterprise","Enterprise Plus","Enterprise","Enterprise","Enterprise Plus","Enterprise","Enterprise","Enterprise Plus","Enterprise"],"seats":[450,320,310,280,250,240,210,190,180,165],"spends":["$18,500/mo","$14,200/mo","$13,800/mo","$11,500/mo","$10,200/mo","$9,800/mo","$8,500/mo","$7,900/mo","$7,500/mo","$6,800/mo"]}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["at-risk-header","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"High-churn risk flagged by health monitoring engine"}}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/riskAccounts","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["risk-item-top","risk-item-reason"]}}
+{"op":"add","path":"/elements/risk-item-top","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["risk-item-name","risk-item-arr"]}}
+{"op":"add","path":"/elements/risk-item-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (${seats} seats)"},"size":"default"}}}
+{"op":"add","path":"/elements/risk-item-arr","value":{"type":"Badge","props":{"text":{"$item":"arr"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/risk-item-reason","value":{"type":"Alert","props":{"title":"Risk Factor","description":{"$item":"reason"},"variant":"warning"}}}
+{"op":"add","path":"/state/riskAccounts","value":[]}
+{"op":"add","path":"/state/riskAccounts/0","value":{"id":"1","name":"Global Dynamics","seats":140,"arr":"$42,000/yr","reason":"Login activity dropped 65% in past 30 days & sponsor champion departed."}}
+{"op":"add","path":"/state/riskAccounts/1","value":{"id":"2","name":"BioHealth Labs","seats":95,"arr":"$28,500/yr","reason":"Unresolved critical support ticket #4082 pending over 12 days."}}
+{"op":"add","path":"/state/riskAccounts/2","value":{"id":"3","name":"Quantum Software","seats":210,"arr":"$63,000/yr","reason":"Procurement requested contract cancellation terms prior to renewal."}}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["failed-payments-card","feature-adoption-card"]}}
+{"op":"add","path":"/elements/failed-payments-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["failed-pay-header","failed-pay-list"]}}
+{"op":"add","path":"/elements/failed-pay-header","value":{"type":"CardHeader","props":{"title":"Failed Payments & Dunning","subtitle":"Action required to collect delinquent invoices"}}}
+{"op":"add","path":"/elements/failed-pay-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-pay-item"]}}
+{"op":"add","path":"/elements/failed-pay-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["failed-pay-info","failed-pay-retry-btn"]}}
+{"op":"add","path":"/elements/failed-pay-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["failed-pay-title","failed-pay-sub"]}}
+{"op":"add","path":"/elements/failed-pay-title","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** - ${amount}"},"size":"default"}}}
+{"op":"add","path":"/elements/failed-pay-sub","value":{"type":"TextContent","props":{"text":{"$template":"Reason: ${reason} | Attempt ${attempt}"},"size":"small"}}}
+{"op":"add","path":"/elements/failed-pay-retry-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"retrying"},"$then":"Processing...","$else":"Retry Payment"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/failedPayments/${$index}/retrying"},"value":true}}}}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"fp1","customer":"Alpha Tech Solutions","amount":"$1,250.00","reason":"Card Expired","attempt":"2 of 3","retrying":false}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"fp2","customer":"Sinnott Design Co","amount":"$490.00","reason":"Insufficient Funds","attempt":"1 of 3","retrying":false}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"fp3","customer":"Kensington Logistics","amount":"$3,400.00","reason":"Generic Decline","attempt":"3 of 3","retrying":false}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["feature-adopt-header","feature-adopt-list"]}}
+{"op":"add","path":"/elements/feature-adopt-header","value":{"type":"CardHeader","props":{"title":"Newest Feature Adoption","subtitle":"Active usage rates for releases over the past quarter"}}}
+{"op":"add","path":"/elements/feature-adopt-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/features","key":"id"},"children":["feature-adopt-item"]}}
+{"op":"add","path":"/elements/feature-adopt-item","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["feature-item-head","feature-item-prog"]}}
+{"op":"add","path":"/elements/feature-item-head","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["feature-item-title","feature-item-tag"]}}
+{"op":"add","path":"/elements/feature-item-title","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (Released ${released})"},"size":"default"}}}
+{"op":"add","path":"/elements/feature-item-tag","value":{"type":"Tag","props":{"text":{"$template":"${adoptedAccounts} accounts (${percentage}%)"},"variant":"info"}}}
+{"op":"add","path":"/elements/feature-item-prog","value":{"type":"Progress","props":{"value":{"$item":"percentage"}}}}
+{"op":"add","path":"/state/features","value":[]}
+{"op":"add","path":"/state/features/0","value":{"id":"f1","name":"AI Analytics Co-Pilot","released":"14 days ago","adoptedAccounts":742,"percentage":62}}
+{"op":"add","path":"/state/features/1","value":{"id":"f2","name":"Automated Workflows v2","released":"45 days ago","adoptedAccounts":1180,"percentage":81}}
+{"op":"add","path":"/state/features/2","value":{"id":"f3","name":"Custom SSO / SAML Setup","released":"75 days ago","adoptedAccounts":310,"percentage":44}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..8fb4bfd7d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls-card","kpi-grid","chart-grid","lists-grid","operations-grid","invite-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"SaaS Executive & Admin Overview","subtitle":"Real-time revenue metrics, customer health, adoption, and system operations."},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["period-control","admin-invite-trigger"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/selectedPeriod"},"items":["opt-30","opt-90","opt-yr"]},"children":[]}}
+{"op":"add","path":"/elements/opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/opt-yr","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 Months"},"children":[]}}
+{"op":"add","path":"/elements/admin-invite-trigger","value":{"type":"Button","props":{"label":"+ Invite Admin","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteModalOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/state/selectedPeriod","value":"90d"}
+{"op":"add","path":"/state/inviteModalOpen","value":false}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["card-mrr","card-arr","card-churn","card-nps","card-seats"]}}
+{"op":"add","path":"/elements/card-mrr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["lbl-mrr","val-mrr","tag-mrr"]}}
+{"op":"add","path":"/elements/lbl-mrr","value":{"type":"Label","props":{"text":"Monthly Recurring Revenue (MRR)"},"children":[]}}
+{"op":"add","path":"/elements/val-mrr","value":{"type":"Heading","props":{"text":{"$state":"/kpis/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tag-mrr","value":{"type":"Tag","props":{"text":"+4.2% vs last mo","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/card-arr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["lbl-arr","val-arr","tag-arr"]}}
+{"op":"add","path":"/elements/lbl-arr","value":{"type":"Label","props":{"text":"Annual Recurring Revenue (ARR)"},"children":[]}}
+{"op":"add","path":"/elements/val-arr","value":{"type":"Heading","props":{"text":{"$state":"/kpis/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tag-arr","value":{"type":"Tag","props":{"text":"Target: $1.5M","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/card-churn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["lbl-churn","val-churn","tag-churn"]}}
+{"op":"add","path":"/elements/lbl-churn","value":{"type":"Label","props":{"text":"Churn This Month"},"children":[]}}
+{"op":"add","path":"/elements/val-churn","value":{"type":"Heading","props":{"text":{"$state":"/kpis/churn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tag-churn","value":{"type":"Tag","props":{"text":"-0.3% improvement","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/card-nps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["lbl-nps","val-nps","tag-nps"]}}
+{"op":"add","path":"/elements/lbl-nps","value":{"type":"Label","props":{"text":"Current NPS"},"children":[]}}
+{"op":"add","path":"/elements/val-nps","value":{"type":"Heading","props":{"text":{"$state":"/kpis/nps"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tag-nps","value":{"type":"Tag","props":{"text":"Excellent (>50)","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/card-seats","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["lbl-seats","val-seats","prog-seats"]}}
+{"op":"add","path":"/elements/lbl-seats","value":{"type":"Label","props":{"text":"Seat Utilization"},"children":[]}}
+{"op":"add","path":"/elements/val-seats","value":{"type":"Heading","props":{"text":{"$state":"/kpis/seatsUsed"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/prog-seats","value":{"type":"Progress","props":{"value":82,"label":"82% total active"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"mrr":"$104,250","arr":"$1,251,000","churn":"1.2%","nps":"+64","seatsUsed":"3,280 / 4,000 seats"}}
+{"op":"add","path":"/elements/chart-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["signups-card","plans-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-title","signups-chart"]}}
+{"op":"add","path":"/elements/signups-title","value":{"type":"Heading","props":{"text":"New Signups (Past 90 Days)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["Jan","Feb","Mar"],"series":["series-signups"],"xLabel":"Month","yLabel":"Signups"},"children":["series-signups"]}}
+{"op":"add","path":"/elements/series-signups","value":{"type":"Series","props":{"category":"Signups","values":[320,450,580]},"children":[]}}
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plans-title","plans-chart"]}}
+{"op":"add","path":"/elements/plans-title","value":{"type":"Heading","props":{"text":"Customers Split by Plan","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/plans-chart","value":{"type":"PieChart","props":{"labels":["Starter","Pro","Enterprise"],"values":[450,320,85],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/lists-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["top-customers-card","at-risk-card"]}}
+{"op":"add","path":"/elements/top-customers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["top-cust-title","top-cust-table"]}}
+{"op":"add","path":"/elements/top-cust-title","value":{"type":"Heading","props":{"text":"Ten Largest Customers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/top-cust-table","value":{"type":"Table","props":{"columns":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]},"children":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]}}
+{"op":"add","path":"/elements/col-cust-name","value":{"type":"Col","props":{"label":"Customer / Account","data":{"$state":"/topCustomers/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-cust-plan","value":{"type":"Col","props":{"label":"Plan Tier","data":{"$state":"/topCustomers/plans"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-cust-seats","value":{"type":"Col","props":{"label":"Seats Allocated","data":{"$state":"/topCustomers/seats"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-cust-spend","value":{"type":"Col","props":{"label":"Annual Spend","data":{"$state":"/topCustomers/spend"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/topCustomers","value":{"names":["Acme Corp","TechGlobe Inc","Apex Logistics","Global Dynamic","Nexus Health","Starlight Media","Vanguard Systems","Horizon Cloud","Omega Bio","Vertex Solutions"],"plans":["Enterprise","Enterprise","Enterprise","Enterprise","Pro","Enterprise","Pro","Enterprise","Pro","Enterprise"],"seats":[450,320,280,250,210,180,160,150,140,120],"spend":["$54,000","$38,400","$33,600","$30,000","$25,200","$21,600","$19,200","$18,000","$16,800","$14,400"]}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-title","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-title","value":{"type":"Heading","props":{"text":"Accounts At Risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["at-risk-info","at-risk-badge"]}}
+{"op":"add","path":"/elements/at-risk-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["at-risk-name","at-risk-reason"]}}
+{"op":"add","path":"/elements/at-risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-badge","value":{"type":"Badge","props":{"text":{"$item":"mrr"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"ar-1","name":"Hyperion Systems","reason":"Low active seat usage (-65% drop)","mrr":"$2,400/mo"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"ar-2","name":"BioTech Labs","reason":"Champion user left the company","mrr":"$1,800/mo"}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"id":"ar-3","name":"Solaris Inc","reason":"Multiple unresolved support tickets","mrr":"$3,200/mo"}}
+{"op":"add","path":"/state/atRiskAccounts/3","value":{"id":"ar-4","name":"Urban Mobility","reason":"Executive sponsor change","mrr":"$1,100/mo"}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["failed-payments-card","feature-adoption-card"]}}
+{"op":"add","path":"/elements/failed-payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["failed-pay-title","failed-pay-list"]}}
+{"op":"add","path":"/elements/failed-pay-title","value":{"type":"Heading","props":{"text":"Failed Payments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/failed-pay-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-pay-item"]}}
+{"op":"add","path":"/elements/failed-pay-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["failed-pay-details","failed-pay-action"]}}
+{"op":"add","path":"/elements/failed-pay-details","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["failed-pay-customer","failed-pay-sub"]}}
+{"op":"add","path":"/elements/failed-pay-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/failed-pay-sub","value":{"type":"TextContent","props":{"text":{"$template":"${amount} • ${date} (${status})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/failed-pay-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"retrying"},"$then":"Processing...","$else":"Retry Charge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/failedPayments/${$index}/status"},"value":"Payment Recovered"}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"fp-1","customer":"Krypton Cloud","amount":"$1,200","date":"2 hours ago","status":"Card Declined","retrying":false}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"fp-2","customer":"DataStream LLC","amount":"$450","date":"1 day ago","status":"Expired Card","retrying":false}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"fp-3","customer":"Quantum Analytics","amount":"$2,900","date":"2 days ago","status":"Insufficient Funds","retrying":false}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["feature-title","features-list"]}}
+{"op":"add","path":"/elements/feature-title","value":{"type":"Heading","props":{"text":"New Feature Adoption","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/features-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/featureAdoption","key":"id"},"children":["feature-item"]}}
+{"op":"add","path":"/elements/feature-item","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["feature-header","feature-prog"]}}
+{"op":"add","path":"/elements/feature-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["feature-name","feature-badge"]}}
+{"op":"add","path":"/elements/feature-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/feature-badge","value":{"type":"Tag","props":{"text":{"$template":"${adoptionRate}% accounts"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/feature-prog","value":{"type":"Progress","props":{"value":{"$item":"adoptionRate"}},"children":[]}}
+{"op":"add","path":"/state/featureAdoption","value":[]}
+{"op":"add","path":"/state/featureAdoption/0","value":{"id":"feat-1","name":"AI Workflow Automation","adoptionRate":68}}
+{"op":"add","path":"/state/featureAdoption/1","value":{"id":"feat-2","name":"Custom Role Permissions","adoptionRate":42}}
+{"op":"add","path":"/state/featureAdoption/2","value":{"id":"feat-3","name":"Real-time Webhook Triggers","adoptionRate":29}}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/inviteModalOpen"},"children":["invite-dialog-header","invite-form","invite-success-alert"]}}
+{"op":"add","path":"/elements/invite-dialog-header","value":{"type":"CardHeader","props":{"title":"Invite New Administrator","subtitle":"Provide email details to grant full system access."},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdminForm","fields":["fc-email","fc-role"],"buttons":"invite-form-btns"},"children":["fc-email","fc-role","invite-form-btns"]}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Admin Email Address","input":"input-email"},"children":["input-email"]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"adminEmail","type":"email","placeholder":"colleague@company.com","value":{"$bindState":"/newAdminEmail"}},"children":[]}}
+{"op":"add","path":"/elements/fc-role","value":{"type":"FormControl","props":{"label":"Access Role","input":"select-role"},"children":["select-role"]}}
+{"op":"add","path":"/elements/select-role","value":{"type":"Select","props":{"name":"adminRole","value":{"$bindState":"/newAdminRole"},"items":["role-super","role-billing","role-support"]},"children":["role-super","role-billing","role-support"]}}
+{"op":"add","path":"/elements/role-super","value":{"type":"SelectItem","props":{"value":"super","label":"Super Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-support","value":{"type":"SelectItem","props":{"value":"support","label":"Support Admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-form-btns","value":{"type":"Buttons","props":{"buttons":["btn-send-invite","btn-cancel-invite"]},"children":["btn-send-invite","btn-cancel-invite"]}}
+{"op":"add","path":"/elements/btn-send-invite","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-cancel-invite","value":{"type":"Button","props":{"label":"Close Window","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteModalOpen","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/invite-success-alert","value":{"type":"Alert","props":{"title":"Invitation Sent!","description":"An admin access invitation has been emailed to the user.","variant":"success"},"visible":{"$state":"/inviteSent"},"children":[]}}
+{"op":"add","path":"/state/newAdminEmail","value":""}
+{"op":"add","path":"/state/newAdminRole","value":"super"}
+{"op":"add","path":"/state/inviteSent","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..de00beee0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r1.txt
@@ -0,0 +1,130 @@
+{"op":"add","path":"/root","value":"main-layout"}
+{"op":"add","path":"/elements/main-layout","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","district-selector","alert-and-dispatch-bar","kpi-grid","map-and-incidents-grid","analytics-tabs","community-and-events-grid","infrastructure-and-roadworks-grid"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["header-title","weather-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"City Operations Control Center","level":"h1"}}}
+{"op":"add","path":"/elements/weather-badge","value":{"type":"Tag","props":{"text":{"$state":"/weather/summary"},"variant":"info","size":"lg"}}}
+{"op":"add","path":"/state/weather","value":{"summary":"Weather: 72°F | Partly Cloudy | Wind: 8 mph NW | Humidity: 45%"}}
+{"op":"add","path":"/elements/district-selector","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"card"},"children":["district-label","district-select"]}}
+{"op":"add","path":"/elements/district-label","value":{"type":"Label","props":{"text":"Focus District View:"}}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"districtSelect","value":{"$bindState":"/selectedDistrict"},"items":["opt-all","opt-downtown","opt-north","opt-east","opt-west","opt-south"],"placeholder":"Select District..."}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Districts (City-Wide)"}}}
+{"op":"add","path":"/elements/opt-downtown","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown Core"}}}
+{"op":"add","path":"/elements/opt-north","value":{"type":"SelectItem","props":{"value":"North District","label":"North District"}}}
+{"op":"add","path":"/elements/opt-east","value":{"type":"SelectItem","props":{"value":"East District","label":"East District"}}}
+{"op":"add","path":"/elements/opt-west","value":{"type":"SelectItem","props":{"value":"West District","label":"West District"}}}
+{"op":"add","path":"/elements/opt-south","value":{"type":"SelectItem","props":{"value":"South District","label":"South District"}}}
+{"op":"add","path":"/state/selectedDistrict","value":"all"}
+{"op":"add","path":"/elements/alert-and-dispatch-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["public-alert-dialog","dispatch-crew-dialog"]}}
+{"op":"add","path":"/elements/public-alert-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Broadcast Public Alert","title":"Emergency Public Alert System","description":"Issue a broadcast alert to residents across the city or selected districts.","triggerVariant":"destructive","content":["alert-form"]}}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alertForm","buttons":"alert-buttons","fields":["alert-msg-control","alert-level-control"]}}}
+{"op":"add","path":"/elements/alert-msg-control","value":{"type":"FormControl","props":{"label":"Alert Message Text","input":"alert-msg-input","hint":"Will be broadcast via SMS and emergency civic app push."}}}
+{"op":"add","path":"/elements/alert-msg-input","value":{"type":"TextArea","props":{"name":"alertMsg","placeholder":"Enter alert details (e.g. Flash Flood Warning in East District...)"}}}
+{"op":"add","path":"/elements/alert-level-control","value":{"type":"FormControl","props":{"label":"Severity Level","input":"alert-level-select"}}}
+{"op":"add","path":"/elements/alert-level-select","value":{"type":"Select","props":{"name":"alertLevel","items":["lvl-info","lvl-warn","lvl-crit"],"placeholder":"Select Severity"}}}
+{"op":"add","path":"/elements/lvl-info","value":{"type":"SelectItem","props":{"value":"info","label":"Advisory (Informational)"}}}
+{"op":"add","path":"/elements/lvl-warn","value":{"type":"SelectItem","props":{"value":"warning","label":"Warning (Action Required)"}}}
+{"op":"add","path":"/elements/lvl-crit","value":{"type":"SelectItem","props":{"value":"critical","label":"Critical Emergency"}}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["send-alert-btn"]}}}
+{"op":"add","path":"/elements/send-alert-btn","value":{"type":"Button","props":{"label":"Send Broadcast Alert","variant":"primary","type":"destructive"}}}
+{"op":"add","path":"/elements/dispatch-crew-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch Response Crew","title":"Field Crew Dispatch Control","description":"Assign emergency services, public works, or maintenance units to open incidents.","triggerVariant":"default","content":["dispatch-form"]}}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatchForm","buttons":"dispatch-buttons","fields":["dispatch-unit-control","dispatch-loc-control","dispatch-notes-control"]}}}
+{"op":"add","path":"/elements/dispatch-unit-control","value":{"type":"FormControl","props":{"label":"Response Unit Type","input":"dispatch-unit-select"}}}
+{"op":"add","path":"/elements/dispatch-unit-select","value":{"type":"Select","props":{"name":"unitType","items":["unit-ems","unit-fire","unit-police","unit-public-works"],"placeholder":"Select Unit"}}}
+{"op":"add","path":"/elements/unit-ems","value":{"type":"SelectItem","props":{"value":"ems","label":"Medical Service (EMS)"}}}
+{"op":"add","path":"/elements/unit-fire","value":{"type":"SelectItem","props":{"value":"fire","label":"Fire & Rescue Engine"}}}
+{"op":"add","path":"/elements/unit-police","value":{"type":"SelectItem","props":{"value":"police","label":"Traffic / Police Unit"}}}
+{"op":"add","path":"/elements/unit-public-works","value":{"type":"SelectItem","props":{"value":"public_works","label":"Public Works Heavy Ops"}}}
+{"op":"add","path":"/elements/dispatch-loc-control","value":{"type":"FormControl","props":{"label":"Target Incident / Sector","input":"dispatch-loc-input"}}}
+{"op":"add","path":"/elements/dispatch-loc-input","value":{"type":"Input","props":{"name":"targetLocation","placeholder":"e.g. Incident #104 or 5th Ave & Pine St"}}}
+{"op":"add","path":"/elements/dispatch-notes-control","value":{"type":"FormControl","props":{"label":"Dispatch Instructions","input":"dispatch-notes-input"}}}
+{"op":"add","path":"/elements/dispatch-notes-input","value":{"type":"Input","props":{"name":"dispatchNotes","placeholder":"Instructions for field captain..."}}}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["confirm-dispatch-btn"]}}}
+{"op":"add","path":"/elements/confirm-dispatch-btn","value":{"type":"Button","props":{"label":"Confirm Dispatch","variant":"primary"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-congestion","kpi-punctuality","kpi-water","kpi-parking","kpi-backlog"]}}
+{"op":"add","path":"/elements/kpi-congestion","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-cong-title","kpi-cong-val","kpi-cong-tag"]}}
+{"op":"add","path":"/elements/kpi-cong-title","value":{"type":"TextContent","props":{"text":"Traffic Congestion","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cong-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/congestionIndex}% Index"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-cong-tag","value":{"type":"Tag","props":{"text":"Moderate Delay","variant":"warning","size":"sm"}}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..d297c2352
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r2.txt
@@ -0,0 +1,122 @@
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+{"op":"add","path":"/elements/crew-water","value":{"type":"SelectItem","props":{"value":"Water Maintenance","label":"Water Utility Team"}}}
+{"op":"add","path":"/elements/crew-road","value":{"type":"SelectItem","props":{"value":"Road Work Operations","label":"Road & Asphalt Crew"}}}
+{"op":"add","path":"/elements/crew-electric","value":{"type":"SelectItem","props":{"value":"Electrical Grid Ops","label":"Power Grid Technicians"}}}
+{"op":"add","path":"/elements/fc-dispatch-target","value":{"type":"FormControl","props":{"label":"Target Location / Incident ID","input":"input-dispatch-target"},"children":[]}}
+{"op":"add","path":"/elements/input-dispatch-target","value":{"type":"Input","props":{"name":"dispatchTarget","value":{"$bindState":"/dispatch/target"},"placeholder":"e.g. Inc #102 or 5th Ave Water Break"},"children":[]}}
+{"op":"add","path":"/elements/btn-dispatch-group","value":{"type":"Buttons","props":{"buttons":["btn-send-dispatch"]},"children":[]}}
+{"op":"add","path":"/elements/btn-send-dispatch","value":{"type":"Button","props":{"label":"Dispatch Crew Now","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatchSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/state/dispatch","value":{"crewType":"Water Maintenance","target":""}}
+{"op":"add","path":"/state/dispatchSuccess","value":false}
+{"op":"add","path":"/elements/card-alert","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["head-alert","form-alert","callout-alert-sent"]}}
+{"op":"add","path":"/elements/head-alert","value":{"type":"Heading","props":{"text":"15. Broadcast Emergency Public Alert","level":"h3"}}}
+{"op":"add","path":"/elements/callout-alert-sent","value":{"type":"Callout","props":{"variant":"warning","title":"Public Alert Active","description":{"$state":"/sentAlertMsg"}},"visible":{"$state":"/alertBroadcastActive"}}}
+{"op":"add","path":"/elements/form-alert","value":{"type":"Form","props":{"name":"alertForm","fields":["fc-alert-msg"],"buttons":"btn-alert-group"},"children":[]}}
+{"op":"add","path":"/elements/fc-alert-msg","value":{"type":"FormControl","props":{"label":"Public Warning Message","input":"input-alert-msg"},"children":[]}}
+{"op":"add","path":"/elements/input-alert-msg","value":{"type":"TextArea","props":{"name":"alertMsg","value":{"$bindState":"/alertInputText"},"placeholder":"Type critical public safety notice...","rows":2},"children":[]}}
+{"op":"add","path":"/elements/btn-alert-group","value":{"type":"Buttons","props":{"buttons":["btn-broadcast"]},"children":[]}}
+{"op":"add","path":"/elements/btn-broadcast","value":{"type":"Button","props":{"label":"Broadcast Alert Immediately","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/alertBroadcastActive","value":true}}},"children":[]}}
+{"op":"add","path":"/state/alertInputText","value":"CAUTION: Water Main Break on 5th Ave. Avoid area."}
+{"op":"add","path":"/state/sentAlertMsg","value":"CAUTION: Water Main Break on 5th Ave. Avoid area."}
+{"op":"add","path":"/state/alertBroadcastActive","value":false}
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["card-events","card-roadworks","card-maintenance"]}}
+{"op":"add","path":"/elements/card-events","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["head-events","list-events"]}}
+{"op":"add","path":"/elements/head-events","value":{"type":"Heading","props":{"text":"9. Weekend Public Events","level":"h3"}}}
+{"op":"add","path":"/elements/list-events","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/weekendEvents","key":"id"},"children":["item-event"]}}
+{"op":"add","path":"/elements/item-event","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["event-title","event-desc"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/event-desc","value":{"type":"TextContent","props":{"text":{"$template":"${location} • Expected Att: ${attendees}"},"size":"small"}}}
+{"op":"add","path":"/state/weekendEvents","value":[]}
+{"op":"add","path":"/state/weekendEvents/0","value":{"id":"ev-1","name":"Downtown Waterfront Marathon","location":"Downtown Core","attendees":"15,000"}}
+{"op":"add","path":"/state/weekendEvents/1","value":{"id":"ev-2","name":"Food Truck & Music Fest","location":"Westside Park","attendees":"8,500"}}
+{"op":"add","path":"/elements/card-roadworks","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["head-roadworks","accordion-roadworks"]}}
+{"op":"add","path":"/elements/head-roadworks","value":{"type":"Heading","props":{"text":"16. Planned Roadworks (This Month)","level":"h3"}}}
+{"op":"add","path":"/elements/accordion-roadworks","value":{"type":"Accordion","props":{"items":["rw-1","rw-2"]},"children":[]}}
+{"op":"add","path":"/elements/rw-1","value":{"type":"AccordionItem","props":{"value":"rw1","trigger":"Hwy 101 Resurfacing (Oct 12-20)","content":["rw-1-desc"]},"children":[]}}
+{"op":"add","path":"/elements/rw-1-desc","value":{"type":"TextContent","props":{"text":"Lane closures nightly between 10 PM and 5 AM. Expect minor delays in North Sector.","size":"small"}}}
+{"op":"add","path":"/elements/rw-2","value":{"type":"AccordionItem","props":{"value":"rw2","trigger":"Grand Ave Bridge Inspection (Oct 24)","content":["rw-2-desc"]},"children":[]}}
+{"op":"add","path":"/elements/rw-2-desc","value":{"type":"TextContent","props":{"text":"Full closure on Saturday from 6 AM to 2 PM. Detours posted via 4th St Bridge.","size":"small"}}}
+{"op":"add","path":"/elements/card-maintenance","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["head-maint","list-maint"]}}
+{"op":"add","path":"/elements/head-maint","value":{"type":"Heading","props":{"text":"17. Infrastructure Maintenance Due","level":"h3"}}}
+{"op":"add","path":"/elements/list-maint","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/maintJobs","key":"id"},"children":["item-maint"]}}
+{"op":"add","path":"/elements/item-maint","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["maint-info","maint-status"]}}
+{"op":"add","path":"/elements/maint-info","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}** - ${due}"},"size":"small"}}}
+{"op":"add","path":"/elements/maint-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"}}}
+{"op":"add","path":"/state/maintJobs","value":[]}
+{"op":"add","path":"/state/maintJobs/0","value":{"id":"m-1","asset":"Pump Station #3 Overhaul","due":"Overdue 2 days","status":"Scheduled"}}
+{"op":"add","path":"/state/maintJobs/1","value":{"id":"m-2","asset":"Substation B Transformer Test","due":"Due Today","status":"Pending"}}
+{"op":"add","path":"/state/maintJobs/2","value":{"id":"m-3","asset":"HVAC Filter Repl. City Hall","due":"Due in 4 days","status":"Queued"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..bb126c5ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r3.txt
@@ -0,0 +1,171 @@
+{"op":"add","path":"/root","value":"main-dashboard"}
+{"op":"add","path":"/elements/main-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","district-selector","metrics-grid","main-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["title-block","weather-block"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"City Operations Control Center","level":"h1"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Real-time infrastructure monitoring, emergency response & civic management","size":"small"}}}
+{"op":"add","path":"/elements/weather-block","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["weather-temp","weather-desc"]}}
+{"op":"add","path":"/elements/weather-temp","value":{"type":"Tag","props":{"text":{"$state":"/weather/temp"},"variant":"info","size":"lg"}}}
+{"op":"add","path":"/elements/weather-desc","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/condition} • Wind: ${/weather/wind} • Humidity: ${/weather/humidity}"},"size":"small"}}}
+{"op":"add","path":"/state/weather","value":{"temp":"72°F","condition":"Partly Cloudy","wind":"8 mph NW","humidity":"45%"}}
+{"op":"add","path":"/elements/district-selector","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"card"},"children":["district-label","district-select"]}}
+{"op":"add","path":"/elements/district-label","value":{"type":"Label","props":{"text":"Focus District View:"}}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"districtFilter","value":{"$bindState":"/selectedDistrict"},"items":["opt-all","opt-downtown","opt-north","opt-east","opt-west","opt-south"]},"children":["opt-all","opt-downtown","opt-north","opt-east","opt-west","opt-south"]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All Districts","label":"All Districts (Citywide Overview)"}}}
+{"op":"add","path":"/elements/opt-downtown","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown Core"}}}
+{"op":"add","path":"/elements/opt-north","value":{"type":"SelectItem","props":{"value":"North District","label":"North District"}}}
+{"op":"add","path":"/elements/opt-east","value":{"type":"SelectItem","props":{"value":"East District","label":"East District"}}}
+{"op":"add","path":"/elements/opt-west","value":{"type":"SelectItem","props":{"value":"West District","label":"West District"}}}
+{"op":"add","path":"/elements/opt-south","value":{"type":"SelectItem","props":{"value":"South District","label":"South District"}}}
+{"op":"add","path":"/state/selectedDistrict","value":"All Districts"}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-traffic","metric-transit","metric-water","metric-parking","metric-backlog"]}}
+{"op":"add","path":"/elements/metric-traffic","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["traffic-title","traffic-val","traffic-prog"]}}
+{"op":"add","path":"/elements/traffic-title","value":{"type":"TextContent","props":{"text":"Congestion Right Now","size":"small-heavy"}}}
+{"op":"add","path":"/elements/traffic-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/congestion}% Avg Delay"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/traffic-prog","value":{"type":"Progress","props":{"value":{"$state":"/metrics/congestion"},"label":"Moderate Traffic Flow"}}}
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["transit-title","transit-val","transit-prog"]}}
+{"op":"add","path":"/elements/transit-title","value":{"type":"TextContent","props":{"text":"Transit Punctuality","size":"small-heavy"}}}
+{"op":"add","path":"/elements/transit-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/transitPunctuality}% On Time"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/transit-prog","value":{"type":"Progress","props":{"value":{"$state":"/metrics/transitPunctuality"},"label":"Bus & Rail Target: 90%"}}}
+{"op":"add","path":"/elements/metric-water","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["water-title","water-val","water-prog"]}}
+{"op":"add","path":"/elements/water-title","value":{"type":"TextContent","props":{"text":"Water Use Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/water-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/waterUse} M Gal"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/water-prog","value":{"type":"Progress","props":{"value":68,"label":"68% of Daily Allocation"}}}
+{"op":"add","path":"/elements/metric-parking","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["parking-title","parking-val","parking-prog"]}}
+{"op":"add","path":"/elements/parking-title","value":{"type":"TextContent","props":{"text":"Downtown Parking","size":"small-heavy"}}}
+{"op":"add","path":"/elements/parking-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/parkingAvailable} Spots Available"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/parking-prog","value":{"type":"Progress","props":{"value":82,"label":"82% Occupied"}}}
+{"op":"add","path":"/elements/metric-backlog","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["backlog-title","backlog-val","backlog-badge"]}}
+{"op":"add","path":"/elements/backlog-title","value":{"type":"TextContent","props":{"text":"Service Request Backlog","size":"small-heavy"}}}
+{"op":"add","path":"/elements/backlog-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/backlogCount} Open Tickets"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/backlog-badge","value":{"type":"Badge","props":{"text":"-12% vs last week","variant":"secondary"}}}
+{"op":"add","path":"/state/metrics","value":{"congestion":64,"transitPunctuality":88,"waterUse":14.2,"parkingAvailable":430,"backlogCount":128}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-ops","tab-district","tab-actions","tab-planning"]}}}
+{"op":"add","path":"/elements/tab-ops","value":{"type":"TabItem","props":{"value":"ops","trigger":"Live Operations & Emergency","content":["ops-layout"]}}}
+{"op":"add","path":"/elements/tab-district","value":{"type":"TabItem","props":{"value":"district","trigger":"Environmental & Resources","content":["district-layout"]}}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"Dispatch & Public Alerts","content":["actions-layout"]}}}
+{"op":"add","path":"/elements/tab-planning","value":{"type":"TabItem","props":{"value":"planning","trigger":"Roadworks & Maintenance","content":["planning-layout"]}}}
+{"op":"add","path":"/elements/ops-layout","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["incidents-section","emergency-section","reports-section"]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open Incidents","subtitle":"Active traffic, infrastructure, and safety events requiring oversight"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["inc-info","inc-severity"]}}
+{"op":"add","path":"/elements/inc-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["inc-title","inc-loc"]}}
+{"op":"add","path":"/elements/inc-title","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** - ${description}"},"size":"default"}}}
+{"op":"add","path":"/elements/inc-loc","value":{"type":"TextContent","props":{"text":{"$template":"📍 ${location} (${district}) • Reported: ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"md"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1","type":"Water Main Break","description":"Major leak causing lane closure","location":"5th Ave & Pine St","district":"Downtown","severity":"Critical","time":"12 mins ago"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","type":"Traffic Signal Malfunction","description":"Flashing red signals at major grid junction","location":"Grand Ave & 12th St","district":"East District","severity":"High","time":"25 mins ago"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-3","type":"Power Outage","description":"Feeder trip affecting 400 commercial units","location":"Industrial Parkway","district":"North District","severity":"High","time":"41 mins ago"}}
+{"op":"add","path":"/elements/emergency-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["emergency-header","emergency-list"]}}
+{"op":"add","path":"/elements/emergency-header","value":{"type":"CardHeader","props":{"title":"Emergency Vehicle Deployments","subtitle":"Real-time status of first responder units"}}}
+{"op":"add","path":"/elements/emergency-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/emergencyVehicles","key":"id"},"children":["vehicle-item"]}}
+{"op":"add","path":"/elements/vehicle-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["veh-info","veh-status"]}}
+{"op":"add","path":"/elements/veh-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["veh-unit","veh-details"]}}
+{"op":"add","path":"/elements/veh-unit","value":{"type":"TextContent","props":{"text":{"$template":"**Unit ${unitId}** (${type})"},"size":"default"}}}
+{"op":"add","path":"/elements/veh-details","value":{"type":"TextContent","props":{"text":{"$template":"Assigned: ${assignedIncident} • Location: ${location} (${district})"},"size":"small"}}}
+{"op":"add","path":"/elements/veh-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"default"}}}
+{"op":"add","path":"/state/emergencyVehicles","value":[]}
+{"op":"add","path":"/state/emergencyVehicles/0","value":{"id":"v1","unitId":"E-14","type":"Fire Engine","assignedIncident":"Water Main Break","location":"En Route - 5th Ave","district":"Downtown","status":"Active Dispatch"}}
+{"op":"add","path":"/state/emergencyVehicles/1","value":{"id":"v2","unitId":"M-08","type":"Paramedic Unit","assignedIncident":"Medical Emergency","location":"On Scene - Elm Street","district":"West District","status":"On Scene"}}
+{"op":"add","path":"/state/emergencyVehicles/2","value":{"id":"v3","unitId":"P-22","type":"Police Cruiser","assignedIncident":"Traffic Control","location":"Grand Ave & 12th","district":"East District","status":"Active Dispatch"}}
+{"op":"add","path":"/elements/reports-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["reports-header","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Incoming Citizen Reports","subtitle":"Live feed from 311 app and hotline"}}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/citizenReports","key":"id"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["rep-info","rep-status"]}}
+{"op":"add","path":"/elements/rep-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["rep-category","rep-desc"]}}
+{"op":"add","path":"/elements/rep-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/elements/rep-desc","value":{"type":"TextContent","props":{"text":{"$template":"${description} — *${location}* (${time})"},"size":"small"}}}
+{"op":"add","path":"/elements/rep-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"sm"}}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"cr1","category":"Pothole","description":"Deep pothole in right lane causing tire damage","location":"Oak Street near 4th","time":"3 mins ago","status":"Received"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"cr2","category":"Streetlight Out","description":"Multiple streetlights dark along pedestrian walkway","location":"Riverside Park North","time":"14 mins ago","status":"Triaged"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"cr3","category":"Illegal Dumping","description":"Construction debris left blocking alleyway","location":"8th St & Maple","time":"28 mins ago","status":"In Review"}}
+{"op":"add","path":"/elements/district-layout","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["aqi-card","energy-card","events-card"]}}
+{"op":"add","path":"/elements/aqi-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["aqi-header","aqi-chart"]}}
+{"op":"add","path":"/elements/aqi-header","value":{"type":"CardHeader","props":{"title":"Air Quality Index (AQI) by District","subtitle":"Lower values indicate better air quality (0-50 Good, 51-100 Moderate)"}}}
+{"op":"add","path":"/elements/aqi-chart","value":{"type":"BarChart","props":{"labels":["Downtown","North District","East District","West District","South District"],"series":["aqi-series"],"xLabel":"District","yLabel":"AQI Index"}}}
+{"op":"add","path":"/elements/aqi-series","value":{"type":"Series","props":{"category":"Air Quality Index","values":[42,35,68,28,52]}}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["energy-header","energy-chart"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy Consumption (Past Week)","subtitle":"Municipal power grid load measured in Megawatt-hours (MWh)"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"xLabel":"Day","yLabel":"MWh"}}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy Use (MWh)","values":[1420,1480,1510,1490,1530,1320,1280]}}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Public Events This Weekend","subtitle":"Expected crowd gatherings & traffic impact"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/publicEvents","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["evt-details","evt-impact"]}}
+{"op":"add","path":"/elements/evt-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["evt-title","evt-meta"]}}
+{"op":"add","path":"/elements/evt-title","value":{"type":"TextContent","props":{"text":{"$template":"**${title}**"},"size":"default"}}}
+{"op":"add","path":"/elements/evt-meta","value":{"type":"TextContent","props":{"text":{"$template":"📍 ${location} | 📅 ${time} | Expected Attendance: ${expectedAttendance}"},"size":"small"}}}
+{"op":"add","path":"/elements/evt-impact","value":{"type":"Tag","props":{"text":{"$template":"${impact} Impact"},"variant":"warning","size":"md"}}}
+{"op":"add","path":"/state/publicEvents","value":[]}
+{"op":"add","path":"/state/publicEvents/0","value":{"id":"e1","title":"Downtown Waterfront Marathon","location":"Waterfront Promenade / Downtown","time":"Sat 07:00 AM - 01:00 PM","expectedAttendance":"15,000","impact":"High Traffic"}}
+{"op":"add","path":"/state/publicEvents/1","value":{"id":"e2","title":"City Food & Music Festival","location":"Central Park (West District)","time":"Sat-Sun All Day","expectedAttendance":"8,000","impact":"Moderate Parking"}}
+{"op":"add","path":"/state/publicEvents/2","value":{"id":"e3","title":"Farmers Market & Artisan Fair","location":"East Plaza","time":"Sun 09:00 AM - 02:00 PM","expectedAttendance":"2,500","impact":"Minor Traffic"}}
+{"op":"add","path":"/elements/actions-layout","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["dispatch-card","alert-card"]}}
+{"op":"add","path":"/elements/dispatch-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dispatch-header","dispatch-form"]}}
+{"op":"add","path":"/elements/dispatch-header","value":{"type":"CardHeader","props":{"title":"Dispatch Field Crew","subtitle":"Assign municipal maintenance or emergency response teams"}}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatchForm","buttons":"dispatch-btn-group","fields":["fc-crew-type","fc-district","fc-priority","fc-notes"]}}}
+{"op":"add","path":"/elements/fc-crew-type","value":{"type":"FormControl","props":{"label":"Crew Type","input":"inp-crew-type"}}}
+{"op":"add","path":"/elements/inp-crew-type","value":{"type":"Select","props":{"name":"crewType","value":{"$bindState":"/dispatchForm/crewType"},"items":["opt-c1","opt-c2","opt-c3","opt-c4"]},"children":["opt-c1","opt-c2","opt-c3","opt-c4"]}}
+{"op":"add","path":"/elements/opt-c1","value":{"type":"SelectItem","props":{"value":"Water & Sewage Repair","label":"Water & Sewage Repair"}}}
+{"op":"add","path":"/elements/opt-c2","value":{"type":"SelectItem","props":{"value":"Electrical Grid Maintenance","label":"Electrical Grid Maintenance"}}}
+{"op":"add","path":"/elements/opt-c3","value":{"type":"SelectItem","props":{"value":"Roadworks & Paving Crew","label":"Roadworks & Paving Crew"}}}
+{"op":"add","path":"/elements/opt-c4","value":{"type":"SelectItem","props":{"value":"Emergency Traffic Management","label":"Emergency Traffic Management"}}}
+{"op":"add","path":"/elements/fc-district","value":{"type":"FormControl","props":{"label":"Target District","input":"inp-dispatch-district"}}}
+{"op":"add","path":"/elements/inp-dispatch-district","value":{"type":"Select","props":{"name":"dispatchDistrict","value":{"$bindState":"/dispatchForm/district"},"items":["opt-d1","opt-d2","opt-d3","opt-d4","opt-d5"]},"children":["opt-d1","opt-d2","opt-d3","opt-d4","opt-d5"]}}
+{"op":"add","path":"/elements/opt-d1","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown"}}}
+{"op":"add","path":"/elements/opt-d2","value":{"type":"SelectItem","props":{"value":"North District","label":"North District"}}}
+{"op":"add","path":"/elements/opt-d3","value":{"type":"SelectItem","props":{"value":"East District","label":"East District"}}}
+{"op":"add","path":"/elements/opt-d4","value":{"type":"SelectItem","props":{"value":"West District","label":"West District"}}}
+{"op":"add","path":"/elements/opt-d5","value":{"type":"SelectItem","props":{"value":"South District","label":"South District"}}}
+{"op":"add","path":"/elements/fc-priority","value":{"type":"FormControl","props":{"label":"Priority Level","input":"inp-priority"}}}
+{"op":"add","path":"/elements/inp-priority","value":{"type":"RadioGroup","props":{"name":"priority","value":{"$bindState":"/dispatchForm/priority"},"items":["rad-p1","rad-p2","rad-p3"]},"children":["rad-p1","rad-p2","rad-p3"]}}
+{"op":"add","path":"/elements/rad-p1","value":{"type":"RadioItem","props":{"value":"Routine","label":"Routine","description":"Standard 24-48 hr response"}}}
+{"op":"add","path":"/elements/rad-p2","value":{"type":"RadioItem","props":{"value":"Urgent","label":"Urgent","description":"Dispatch within 2 hours"}}}
+{"op":"add","path":"/elements/rad-p3","value":{"type":"RadioItem","props":{"value":"Immediate","label":"Immediate Emergency","description":"Immediate deployment"}}}
+{"op":"add","path":"/elements/fc-notes","value":{"type":"FormControl","props":{"label":"Instructions & Location Details","input":"inp-dispatch-notes"}}}
+{"op":"add","path":"/elements/inp-dispatch-notes","value":{"type":"TextArea","props":{"name":"notes","value":{"$bindState":"/dispatchForm/notes"},"placeholder":"Enter exact cross-streets and operational instructions...","rows":3}}}
+{"op":"add","path":"/elements/dispatch-btn-group","value":{"type":"Buttons","props":{"buttons":["btn-dispatch-submit"]}}}
+{"op":"add","path":"/elements/btn-dispatch-submit","value":{"type":"Button","props":{"label":"Dispatch Crew Now","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/dispatchHistory","value":{"id":"$id","crewType":{"$state":"/dispatchForm/crewType"},"district":{"$state":"/dispatchForm/district"},"priority":{"$state":"/dispatchForm/priority"},"timestamp":"Just Now"},"clearStatePath":"/dispatchForm/notes"}}}}}
+{"op":"add","path":"/state/dispatchForm","value":{"crewType":"Water & Sewage Repair","district":"Downtown","priority":"Urgent","notes":""}}
+{"op":"add","path":"/state/dispatchHistory","value":[]}
+{"op":"add","path":"/elements/alert-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-header","alert-form"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Broadcast Public Alert","subtitle":"Issue immediate mobile push and siren alerts to citizens"}}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alertForm","buttons":"alert-btn-group","fields":["fc-alert-title","fc-alert-channel","fc-alert-msg"]}}}
+{"op":"add","path":"/elements/fc-alert-title","value":{"type":"FormControl","props":{"label":"Alert Headline","input":"inp-alert-title"}}}
+{"op":"add","path":"/elements/inp-alert-title","value":{"type":"Input","props":{"name":"alertTitle","value":{"$bindState":"/alertForm/title"},"placeholder":"e.g., Water Main Repair Road Closure"}}}
+{"op":"add","path":"/elements/fc-alert-channel","value":{"type":"FormControl","props":{"label":"Broadcast Channels","input":"inp-alert-channels"}}}
+{"op":"add","path":"/elements/inp-alert-channels","value":{"type":"CheckBoxGroup","props":{"name":"channels","value":{"$bindState":"/alertForm/channels"},"items":["chk-app","chk-sms","chk-social"]},"children":["chk-app","chk-sms","chk-social"]}}
+{"op":"add","path":"/elements/chk-app","value":{"type":"CheckBoxItem","props":{"name":"appPush","label":"City Mobile App Push","description":"All active users in geofence","defaultChecked":true}}}
+{"op":"add","path":"/elements/chk-sms","value":{"type":"CheckBoxItem","props":{"name":"smsAlert","label":"SMS Emergency Broadcast","description":"Opted-in residents","defaultChecked":true}}}
+{"op":"add","path":"/elements/chk-social","value":{"type":"CheckBoxItem","props":{"name":"socialMedia","label":"Digital Signage & Social Media","description":"Highway VMS & official accounts","defaultChecked":false}}}
+{"op":"add","path":"/elements/fc-alert-msg","value":{"type":"FormControl","props":{"label":"Message Payload","input":"inp-alert-msg"}}}
+{"op":"add","path":"/elements/inp-alert-msg","value":{"type":"TextArea","props":{"name":"alertMsg","value":{"$bindState":"/alertForm/message"},"placeholder":"Type official citizen alert message here...","rows":4}}}
+{"op":"add","path":"/elements/alert-btn-group","value":{"type":"Buttons","props":{"buttons":["btn-send-alert"]}}}
+{"op":"add","path":"/elements/btn-send-alert","value":{"type":"Button","props":{"label":"Transmit Emergency Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/lastAlertSent","value":"Alert broadcast successfully transmitted to public networks."}}}}}
+{"op":"add","path":"/state/alertForm","value":{"title":"Traffic Detour Notice","message":"5th Ave closed between Pine and Oak due to water main repair. Seek alternate routes.","channels":["appPush","smsAlert"]}}
+{"op":"add","path":"/state/lastAlertSent","value":""}
+{"op":"add","path":"/elements/planning-layout","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["roadworks-section","maintenance-section"]}}
+{"op":"add","path":"/elements/roadworks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rw-header","rw-table"]}}
+{"op":"add","path":"/elements/rw-header","value":{"type":"CardHeader","props":{"title":"Planned Roadworks This Month","subtitle":"Scheduled construction, paving, and lane restrictions"}}}
+{"op":"add","path":"/elements/rw-table","value":{"type":"Table","props":{"columns":["col-rw-project","col-rw-loc","col-rw-dates","col-rw-impact","col-rw-status"]},"children":["col-rw-project","col-rw-loc","col-rw-dates","col-rw-impact","col-rw-status"]}}
+{"op":"add","path":"/elements/col-rw-project","value":{"type":"Col","props":{"label":"Project Name","data":["Main St Resurfacing","Bridge Joint Replacement","Harbor Tunnel Maintenance","3rd Ave Utility Upgrade"],"type":"string"}}}
+{"op":"add","path":"/elements/col-rw-loc","value":{"type":"Col","props":{"label":"District / Location","data":["Downtown (Main St)","North District (River Bridge)","South District (Tunnel)","East District (3rd Ave)"],"type":"string"}}}
+{"op":"add","path":"/elements/col-rw-dates","value":{"type":"Col","props":{"label":"Scheduled Dates","data":["Oct 12 - Oct 18","Oct 15 - Oct 22","Oct 20 - Oct 21","Oct 25 - Nov 05"],"type":"string"}}}
+{"op":"add","path":"/elements/col-rw-impact","value":{"type":"Col","props":{"label":"Traffic Impact","data":["Single Lane Closed","Full Night Closure","Overnight Restrictions","Lane Shift"],"type":"string"}}}
+{"op":"add","path":"/elements/col-rw-status","value":{"type":"Col","props":{"label":"Status","data":["Approved","Pending Permit","Scheduled","Approved"],"type":"string"}}}
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["maint-header","maint-list"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"title":"Infrastructure Maintenance Due","subtitle":"Asset health inspections and preventive overhaul schedule"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceJobs","key":"id"},"children":["maint-item"]}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["maint-info","maint-due"]}}
+{"op":"add","path":"/elements/maint-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["maint-asset","maint-desc"]}}
+{"op":"add","path":"/elements/maint-asset","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}** (${district})"},"size":"default"}}}
+{"op":"add","path":"/elements/maint-desc","value":{"type":"TextContent","props":{"text":{"$template":"Type: ${task} • Health Rating: ${healthRating}"},"size":"small"}}}
+{"op":"add","path":"/elements/maint-due","value":{"type":"Tag","props":{"text":{"$template":"Due in ${dueDate}"},"variant":"warning","size":"md"}}}
+{"op":"add","path":"/state/maintenanceJobs","value":[]}
+{"op":"add","path":"/state/maintenanceJobs/0","value":{"id":"mj1","asset":"Substation B-4 Transformer","district":"North District","task":"Thermal Inspection & Oil Test","healthRating":"72%","dueDate":"3 days"}}
+{"op":"add","path":"/state/maintenanceJobs/1","value":{"id":"mj2","asset":"Pumping Station #3 Seals","district":"West District","task":"Pump Impeller Overhaul","healthRating":"65%","dueDate":"5 days"}}
+{"op":"add","path":"/state/maintenanceJobs/2","value":{"id":"mj3","asset":"Traffic Camera Sensor Array","district":"Downtown","task":"Firmware Update & Lens Clean","healthRating":"88%","dueDate":"12 days"}}
+{"op":"add","path":"/state/maintenanceJobs/3","value":{"id":"mj4","asset":"Storm Drain Culvert #12","district":"South District","task":"Debris Clearance & Structural Audit","healthRating":"58%","dueDate":"14 days"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..3e32fce7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-city__r4.txt
@@ -0,0 +1,150 @@
+{"op":"add","path":"/root","value":"main-layout"}
+{"op":"add","path":"/elements/main-layout","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header-card","filter-card","kpi-grid","middle-row","bottom-row","events-reports-row","actions-row"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["header-left","header-right"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h1","text":"Metropolis City Operations Center"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":"Real-Time Municipal Dashboard & Control Interface"},"children":[]}}
+{"op":"add","path":"/elements/header-right","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["weather-tag","status-badge"]}}
+{"op":"add","path":"/elements/weather-tag","value":{"type":"Tag","props":{"icon":"cloud","size":"lg","text":{"$state":"/weather/summary"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":"System Operational","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"summary":"72°F Partly Cloudy | Humidity 45% | Wind 8 mph NW"}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"card"},"children":["filter-label","district-select","reset-btn"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Focus District:"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"items":["dist-all","dist-dt","dist-ns","dist-we","dist-ep"],"placeholder":"Select District...","size":"medium","value":{"$bindState":"/selectedDistrict"}},"children":[]}}
+{"op":"add","path":"/elements/dist-all","value":{"type":"SelectItem","props":{"label":"All Districts (Citywide)","value":"all"},"children":[]}}
+{"op":"add","path":"/elements/dist-dt","value":{"type":"SelectItem","props":{"label":"Downtown Core","value":"downtown"},"children":[]}}
+{"op":"add","path":"/elements/dist-ns","value":{"type":"SelectItem","props":{"label":"Northside Industrial","value":"northside"},"children":[]}}
+{"op":"add","path":"/elements/dist-we","value":{"type":"SelectItem","props":{"label":"West End Residential","value":"westend"},"children":[]}}
+{"op":"add","path":"/elements/dist-ep","value":{"type":"SelectItem","props":{"label":"East Park & Waterfront","value":"eastpark"},"children":[]}}
+{"op":"add","path":"/elements/reset-btn","value":{"type":"Button","props":{"label":"Reset View","size":"small","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDistrict","value":"all"}}},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-congestion","kpi-transit","kpi-water","kpi-parking","kpi-backlog"]}}
+{"op":"add","path":"/elements/kpi-congestion","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-cong-title","kpi-cong-val","kpi-cong-sub"]}}
+{"op":"add","path":"/elements/kpi-cong-title","value":{"type":"Label","props":{"text":"Current Traffic Congestion"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cong-val","value":{"type":"Heading","props":{"level":"h2","text":"68% Moderate"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cong-sub","value":{"type":"TextContent","props":{"size":"small","text":"+4% vs typical peak hour"},"children":[]}}
+{"op":"add","path":"/elements/kpi-transit","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-trans-title","kpi-trans-val","kpi-trans-sub"]}}
+{"op":"add","path":"/elements/kpi-trans-title","value":{"type":"Label","props":{"text":"Transit Punctuality"},"children":[]}}
+{"op":"add","path":"/elements/kpi-trans-val","value":{"type":"Heading","props":{"level":"h2","text":"91.4%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-trans-sub","value":{"type":"TextContent","props":{"size":"small","text":"Bus: 89% | Rail: 95% | Tram: 90%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-water","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-wat-title","kpi-wat-val","kpi-wat-sub"]}}
+{"op":"add","path":"/elements/kpi-wat-title","value":{"type":"Label","props":{"text":"Water Use Today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-wat-val","value":{"type":"Heading","props":{"level":"h2","text":"42.8 MGal"},"children":[]}}
+{"op":"add","path":"/elements/kpi-wat-sub","value":{"type":"TextContent","props":{"size":"small","text":"Target limit: 50.0 MGal/day"},"children":[]}}
+{"op":"add","path":"/elements/kpi-parking","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-park-title","kpi-park-val","kpi-park-sub"]}}
+{"op":"add","path":"/elements/kpi-park-title","value":{"type":"Label","props":{"text":"Downtown Parking"},"children":[]}}
+{"op":"add","path":"/elements/kpi-park-val","value":{"type":"Heading","props":{"level":"h2","text":"18% Available"},"children":[]}}
+{"op":"add","path":"/elements/kpi-park-sub","value":{"type":"TextContent","props":{"size":"small","text":"1,420 of 7,800 bays open"},"children":[]}}
+{"op":"add","path":"/elements/kpi-backlog","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["kpi-back-title","kpi-back-val","kpi-back-sub"]}}
+{"op":"add","path":"/elements/kpi-back-title","value":{"type":"Label","props":{"text":"Service Request Backlog"},"children":[]}}
+{"op":"add","path":"/elements/kpi-back-val","value":{"type":"Heading","props":{"level":"h2","text":"342 Active"},"children":[]}}
+{"op":"add","path":"/elements/kpi-back-sub","value":{"type":"TextContent","props":{"size":"small","text":"-12 resolved in last 2 hrs"},"children":[]}}
+{"op":"add","path":"/elements/middle-row","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["energy-card","aqi-card"]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["energy-title","energy-chart"]}}
+{"op":"add","path":"/elements/energy-title","value":{"type":"CardHeader","props":{"subtitle":"Electricity consumption in GWh (Commercial, Residential, Industrial)","title":"Energy Use Over Past Week"},"children":[]}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["series-comm","series-res","series-ind"],"variant":"natural","xLabel":"Day of Week","yLabel":"GWh"},"children":["series-comm","series-res","series-ind"]}}
+{"op":"add","path":"/elements/series-comm","value":{"type":"Series","props":{"category":"Commercial","values":[14.2,15.1,14.8,15.5,16.0,11.2,10.5]},"children":[]}}
+{"op":"add","path":"/elements/series-res","value":{"type":"Series","props":{"category":"Residential","values":[18.5,18.2,19.0,18.8,19.5,22.1,21.8]},"children":[]}}
+{"op":"add","path":"/elements/series-ind","value":{"type":"Series","props":{"category":"Industrial","values":[24.0,24.5,25.1,24.8,23.9,16.5,15.0]},"children":[]}}
+{"op":"add","path":"/elements/aqi-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["aqi-title","aqi-chart"]}}
+{"op":"add","path":"/elements/aqi-title","value":{"type":"CardHeader","props":{"subtitle":"Air Quality Index (AQI) ratings by city sector","title":"Air Quality by District"},"children":[]}}
+{"op":"add","path":"/elements/aqi-chart","value":{"type":"BarChart","props":{"labels":["Downtown","Northside","West End","East Park","South Bay"],"series":["series-aqi"],"variant":"grouped","xLabel":"District","yLabel":"AQI Value"},"children":["series-aqi"]}}
+{"op":"add","path":"/elements/series-aqi","value":{"type":"Series","props":{"category":"AQI (PM2.5)","values":[62,88,42,35,55]},"children":[]}}
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["incidents-card","deployments-card"]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["incidents-header","incidents-table"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"subtitle":"Real-time active calls and emergency events","title":"Open Incidents"},"children":[]}}
+{"op":"add","path":"/elements/incidents-table","value":{"type":"Table","props":{"columns":["col-inc-id","col-inc-type","col-inc-loc","col-inc-sev"]},"children":["col-inc-id","col-inc-type","col-inc-loc","col-inc-sev"]}}
+{"op":"add","path":"/elements/col-inc-id","value":{"type":"Col","props":{"data":{"$state":"/incidents/ids"},"label":"ID","type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-inc-type","value":{"type":"Col","props":{"data":{"$state":"/incidents/types"},"label":"Type","type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-inc-loc","value":{"type":"Col","props":{"data":{"$state":"/incidents/locations"},"label":"Location","type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-inc-sev","value":{"type":"Col","props":{"data":{"$state":"/incidents/severities"},"label":"Severity","type":"string"},"children":[]}}
+{"op":"add","path":"/state/incidents","value":{"ids":["INC-402","INC-405","INC-408","INC-411"],"locations":["Main St & 4th Ave (Downtown)","Industrial Pkwy Gate 3 (Northside)","Westlake Expressway Marker 12","Riverfront Promenade (East Park)"],"severities":["High","Critical","Medium","Low"],"types":["Water Main Break","HAZMAT Spill Alert","Vehicle Collision","Power Substation Fault"]}}
+{"op":"add","path":"/elements/deployments-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["deployments-header","deployments-list"]}}
+{"op":"add","path":"/elements/deployments-header","value":{"type":"CardHeader","props":{"subtitle":"Active field units, EMS, Fire, and Police status","title":"Emergency Vehicle Deployments"},"children":[]}}
+{"op":"add","path":"/elements/deployments-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"key":"id","statePath":"/deployments"},"children":["deployment-item"]}}
+{"op":"add","path":"/elements/deployment-item","value":{"type":"ListItem","props":{"actionLabel":{"$item":"status"},"subtitle":{"$item":"location"},"title":{"$template":"${unitId} (${type}) - ${district}"}},"children":[]}}
+{"op":"add","path":"/state/deployments","value":[]}
+{"op":"add","path":"/state/deployments/0","value":{"district":"Downtown","id":"1","location":"Stationed at 5th Ave & Pine","status":"On Scene","type":"Fire Engine","unitId":"Eng-12"}}
+{"op":"add","path":"/state/deployments/1","value":{"district":"Northside","id":"2","location":"En route to Industrial Pkwy","status":"Dispatched","type":"HAZMAT Unit","unitId":"Haz-03"}}
+{"op":"add","path":"/state/deployments/2","value":{"district":"Downtown","id":"3","location":"Main St Water Break","status":"On Scene","type":"Utility Response","unitId":"Util-88"}}
+{"op":"add","path":"/state/deployments/3","value":{"district":"West End","id":"4","location":"Patrol Sector 4","status":"Patrolling","type":"Police Cruiser","unitId":"Pat-204"}}
+{"op":"add","path":"/elements/events-reports-row","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["events-card","reports-card","maintenance-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["events-header","events-accordion"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"subtitle":"Permitted public gatherings & traffic impacts","title":"Public Events This Weekend"},"children":[]}}
+{"op":"add","path":"/elements/events-accordion","value":{"type":"Accordion","props":{"items":["acc-event-1","acc-event-2","acc-event-3"]},"children":["acc-event-1","acc-event-2","acc-event-3"]}}
+{"op":"add","path":"/elements/acc-event-1","value":{"type":"AccordionItem","props":{"content":["ev-1-desc"],"trigger":"Marathon 10K - Sat 07:00 AM","value":"event-1"},"children":["ev-1-desc"]}}
+{"op":"add","path":"/elements/ev-1-desc","value":{"type":"TextContent","props":{"text":"**Location:** Downtown Loop & Waterfront\n**Expected Attendance:** 12,000\n**Impact:** Full road closures on Grand Ave and 1st St until 1:00 PM."},"children":[]}}
+{"op":"add","path":"/elements/acc-event-2","value":{"type":"AccordionItem","props":{"content":["ev-2-desc"],"trigger":"Food & Jazz Festival - Sat-Sun 12:00 PM","value":"event-2"},"children":["ev-2-desc"]}}
+{"op":"add","path":"/elements/ev-2-desc","value":{"type":"TextContent","props":{"text":"**Location:** East Park Amphitheater\n**Expected Attendance:** 8,500/day\n**Impact:** High parking congestion in Sector E; shuttle buses active."},"children":[]}}
+{"op":"add","path":"/elements/acc-event-3","value":{"type":"AccordionItem","props":{"content":["ev-3-desc"],"trigger":"Pro Soccer Match - Sun 04:00 PM","value":"event-3"},"children":["ev-3-desc"]}}
+{"op":"add","path":"/elements/ev-3-desc","value":{"type":"TextContent","props":{"text":"**Location:** West End Arena\n**Expected Attendance:** 22,000\n**Impact:** Heavy transit usage on Blue Line between 3 PM and 7 PM."},"children":[]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["reports-header","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"subtitle":"Incoming 311 app feed & citizen alerts","title":"Live Citizen Reports"},"children":[]}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"ListBlock","props":{"variant":"image"},"repeat":{"key":"id","statePath":"/reports"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"ListItem","props":{"actionLabel":{"$item":"time"},"subtitle":{"$template":"${category} • ${district}"},"title":{"$item":"text"}},"children":[]}}
+{"op":"add","path":"/state/reports","value":[]}
+{"op":"add","path":"/state/reports/0","value":{"category":"Pothole","district":"West End","id":"1","text":"Large pothole near 12th & Elm damaging tires","time":"2m ago"}}
+{"op":"add","path":"/state/reports/1","value":{"category":"Traffic Light","district":"Downtown","id":"2","text":"Signal light stuck on red at Broadway crosswalk","time":"7m ago"}}
+{"op":"add","path":"/state/reports/2","value":{"category":"Sanitation","district":"East Park","id":"3","text":"Overflowing recycling bins near park entrance","time":"14m ago"}}
+{"op":"add","path":"/state/reports/3","value":{"category":"Streetlight","district":"Northside","id":"4","text":"Dark streetlamp cluster along Harbor Rd","time":"22m ago"}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["maint-header","maint-tabs"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"subtitle":"Planned civil works & scheduled asset upgrades","title":"Works & Maintenance"},"children":[]}}
+{"op":"add","path":"/elements/maint-tabs","value":{"type":"Tabs","props":{"items":["tab-roadworks","tab-infra"]},"children":["tab-roadworks","tab-infra"]}}
+{"op":"add","path":"/elements/tab-roadworks","value":{"type":"TabItem","props":{"content":["roadworks-list"],"trigger":"Roadworks (This Month)","value":"rw"},"children":["roadworks-list"]}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"key":"id","statePath":"/roadworks"},"children":["rw-item"]}}
+{"op":"add","path":"/elements/rw-item","value":{"type":"ListItem","props":{"actionLabel":{"$item":"dates"},"subtitle":{"$template":"Lanes: ${lanesClosed} • Status: ${status}"},"title":{"$template":"${location} (${type})"}},"children":[]}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"dates":"Nov 5 - Nov 18","id":"1","lanesClosed":"1 Right Lane","location":"Bridge St Span B","status":"In Progress","type":"Resurfacing"}}
+{"op":"add","path":"/state/roadworks/1","value":{"dates":"Nov 12 - Nov 15","id":"2","lanesClosed":"Full Closure (Nightly)","location":"7th Ave Tunnel","status":"Scheduled","type":"Ventilation Repair"}}
+{"op":"add","path":"/state/roadworks/2","value":{"dates":"Nov 20 - Nov 28","id":"3","lanesClosed":"2 Center Lanes","location":"Northside Ring Rd","status":"Scheduled","type":"Utility Trenching"}}
+{"op":"add","path":"/elements/tab-infra","value":{"type":"TabItem","props":{"content":["infra-list"],"trigger":"Infrastructure Due","value":"infra"},"children":["infra-list"]}}
+{"op":"add","path":"/elements/infra-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"key":"id","statePath":"/infraJobs"},"children":["infra-item"]}}
+{"op":"add","path":"/elements/infra-item","value":{"type":"ListItem","props":{"actionLabel":{"$item":"priority"},"subtitle":{"$template":"District: ${district} • Due: ${dueDate}"},"title":{"$template":"${assetName} - ${inspectionType}"}},"children":[]}}
+{"op":"add","path":"/state/infraJobs","value":[]}
+{"op":"add","path":"/state/infraJobs/0","value":{"assetName":"Substation 4B Transformer","district":"Northside","dueDate":"Nov 10","id":"1","inspectionType":"Dielectric Inspection","priority":"High"}}
+{"op":"add","path":"/state/infraJobs/1","value":{"assetName":"Pumping Station C Valve","district":"West End","dueDate":"Nov 14","id":"2","inspectionType":"Pressure Sensor Replace","priority":"Medium"}}
+{"op":"add","path":"/state/infraJobs/2","value":{"assetName":"Pedestrian Overpass #12","district":"Downtown","dueDate":"Nov 22","id":"3","inspectionType":"Structural Joint Check","priority":"Routine"}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"l"},"children":["dispatch-card","alert-card"]}}
+{"op":"add","path":"/elements/dispatch-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["dispatch-header","dispatch-form"]}}
+{"op":"add","path":"/elements/dispatch-header","value":{"type":"CardHeader","props":{"subtitle":"Send municipal response, utility, or emergency teams","title":"Dispatch Field Crew"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"buttons":"dispatch-btns","fields":["f-crew-type","f-crew-district","f-crew-priority","f-crew-notes"],"name":"dispatchForm"},"children":["f-crew-type","f-crew-district","f-crew-priority","f-crew-notes","dispatch-btns"]}}
+{"op":"add","path":"/elements/f-crew-type","value":{"type":"FormControl","props":{"input":"in-crew-type","label":"Crew Type"},"children":["in-crew-type"]}}
+{"op":"add","path":"/elements/in-crew-type","value":{"type":"Select","props":{"items":["ct-util","ct-road","ct-haz","ct-ems","ct-traffic"],"name":"crewType","placeholder":"Select team type...","value":{"$bindState":"/forms/dispatch/crewType"}},"children":["ct-util","ct-road","ct-haz","ct-ems","ct-traffic"]}}
+{"op":"add","path":"/elements/ct-util","value":{"type":"SelectItem","props":{"label":"Water & Utility Repair","value":"utility"},"children":[]}}
+{"op":"add","path":"/elements/ct-road","value":{"type":"SelectItem","props":{"label":"Roadways & Works Crew","value":"roadways"},"children":[]}}
+{"op":"add","path":"/elements/ct-haz","value":{"type":"SelectItem","props":{"label":"HAZMAT / Environmental","value":"hazmat"},"children":[]}}
+{"op":"add","path":"/elements/ct-ems","value":{"type":"SelectItem","props":{"label":"EMS / Paramedic Unit","value":"ems"},"children":[]}}
+{"op":"add","path":"/elements/ct-traffic","value":{"type":"SelectItem","props":{"label":"Traffic Signals & Systems","value":"traffic"},"children":[]}}
+{"op":"add","path":"/elements/f-crew-district","value":{"type":"FormControl","props":{"input":"in-crew-district","label":"Target District / Location"},"children":["in-crew-district"]}}
+{"op":"add","path":"/elements/in-crew-district","value":{"type":"Input","props":{"name":"crewDistrict","placeholder":"e.g. Downtown - 4th & Main","value":{"$bindState":"/forms/dispatch/location"}},"children":[]}}
+{"op":"add","path":"/elements/f-crew-priority","value":{"type":"FormControl","props":{"input":"in-crew-priority","label":"Dispatch Priority"},"children":["in-crew-priority"]}}
+{"op":"add","path":"/elements/in-crew-priority","value":{"type":"RadioGroup","props":{"items":["rad-p1","rad-p2","rad-p3"],"name":"priority","value":{"$bindState":"/forms/dispatch/priority"}},"children":["rad-p1","rad-p2","rad-p3"]}}
+{"op":"add","path":"/elements/rad-p1","value":{"type":"RadioItem","props":{"description":"Immediate response (< 15m)","label":"Priority 1 - Urgent","value":"p1"},"children":[]}}
+{"op":"add","path":"/elements/rad-p2","value":{"type":"RadioItem","props":{"description":"Standard dispatch (< 1h)","label":"Priority 2 - Standard","value":"p2"},"children":[]}}
+{"op":"add","path":"/elements/rad-p3","value":{"type":"RadioItem","props":{"description":"Scheduled task shift","label":"Priority 3 - Routine","value":"p3"},"children":[]}}
+{"op":"add","path":"/elements/f-crew-notes","value":{"type":"FormControl","props":{"hint":"Include safety hazards or access codes","input":"in-crew-notes","label":"Assignment Details"},"children":["in-crew-notes"]}}
+{"op":"add","path":"/elements/in-crew-notes","value":{"type":"TextArea","props":{"name":"crewNotes","placeholder":"Describe job instructions...","rows":2,"value":{"$bindState":"/forms/dispatch/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-btns","value":{"type":"Buttons","props":{"buttons":["btn-send-dispatch"]},"children":["btn-send-dispatch"]}}
+{"op":"add","path":"/elements/btn-send-dispatch","value":{"type":"Button","props":{"label":"Confirm & Dispatch Crew","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatchBannerVisible","value":true}}},"children":[]}}
+{"op":"add","path":"/state/forms/dispatch","value":{"crewType":"utility","location":"Downtown Core","notes":"Investigate reported pressure drop","priority":"p2"}}
+{"op":"add","path":"/elements/alert-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["alert-header","alert-form","alert-callout"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"subtitle":"Broadcast Emergency Notification to City App & SMS","title":"Broadcast Public Alert"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"buttons":"alert-btns","fields":["f-alert-sev","f-alert-channel","f-alert-msg"],"name":"alertForm"},"children":["f-alert-sev","f-alert-channel","f-alert-msg","alert-btns"]}}
+{"op":"add","path":"/elements/f-alert-sev","value":{"type":"FormControl","props":{"input":"in-alert-sev","label":"Alert Severity Level"},"children":["in-alert-sev"]}}
+{"op":"add","path":"/elements/in-alert-sev","value":{"type":"Select","props":{"items":["as-info","as-warn","as-crit"],"name":"alertSeverity","placeholder":"Select severity...","value":{"$bindState":"/forms/alert/severity"}},"children":["as-info","as-warn","as-crit"]}}
+{"op":"add","path":"/elements/as-info","value":{"type":"SelectItem","props":{"label":"Advisory (Traffic / Weather)","value":"info"},"children":[]}}
+{"op":"add","path":"/elements/as-warn","value":{"type":"SelectItem","props":{"label":"Warning (Detours / Service Cut)","value":"warning"},"children":[]}}
+{"op":"add","path":"/elements/as-crit","value":{"type":"SelectItem","props":{"label":"Critical Emergency (EAS Push)","value":"critical"},"children":[]}}
+{"op":"add","path":"/elements/f-alert-channel","value":{"type":"FormControl","props":{"input":"in-alert-channel","label":"Broadcast Channels"},"children":["in-alert-channel"]}}
+{"op":"add","path":"/elements/in-alert-channel","value":{"type":"CheckBoxGroup","props":{"items":["chk-app","chk-sms","chk-vms"],"name":"channels","value":{"$bindState":"/forms/alert/channels"}},"children":["chk-app","chk-sms","chk-vms"]}}
+{"op":"add","path":"/elements/chk-app","value":{"type":"CheckBoxItem","props":{"defaultChecked":true,"description":"Mobile push alerts","label":"City App Push","name":"app"},"children":[]}}
+{"op":"add","path":"/elements/chk-sms","value":{"type":"CheckBoxItem","props":{"defaultChecked":true,"description":"Geofenced cell broadcast","label":"SMS / EAS","name":"sms"},"children":[]}}
+{"op":"add","path":"/elements/chk-vms","value":{"type":"CheckBoxItem","props":{"defaultChecked":false,"description":"Digital highway signs","label":"Roadside VMS Displays","name":"vms"},"children":[]}}
+{"op":"add","path":"/elements/f-alert-msg","value":{"type":"FormControl","props":{"hint":"Keep messages concise and actionable","input":"in-alert-msg","label":"Alert Message text"},"children":["in-alert-msg"]}}
+{"op":"add","path":"/elements/in-alert-msg","value":{"type":"TextArea","props":{"name":"alertMsg","placeholder":"Type public broadcast message...","rows":2,"value":{"$bindState":"/forms/alert/message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-btns","value":{"type":"Buttons","props":{"buttons":["btn-send-alert"]},"children":["btn-send-alert"]}}
+{"op":"add","path":"/elements/btn-send-alert","value":{"type":"Button","props":{"label":"Transmit Public Broadcast","type":"destructive","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/alertBannerVisible","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/alert-callout","value":{"type":"Callout","props":{"description":{"$template":"Broadcast sent to ${/forms/alert/channels} subscribers."},"title":"Public Alert Transmitted","variant":"warning"},"visible":{"$state":"/alertBannerVisible"},"children":[]}}
+{"op":"add","path":"/state/forms/alert","value":{"channels":["app","sms"],"message":"WATER MAIN BREAK: Avoid Main St & 4th Ave. Expect pressure drops in Downtown Core.","severity":"warning"}}
+{"op":"add","path":"/state/alertBannerVisible","value":false}
+{"op":"add","path":"/state/dispatchBannerVisible","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..e067b51a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,241 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","top-metrics","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"EMERGENCY RESPONSE COORDINATION CENTER","subtitle":"Real-Time Disaster Operations & Resource Management Portal"}}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["zone-focus-select","quick-actions"]}}
+{"op":"add","path":"/elements/zone-focus-select","value":{"type":"FormControl","props":{"label":"Focus Zone (Filter View)","input":"zone-select"}}}
+{"op":"add","path":"/elements/zone-select","value":{"type":"Select","props":{"name":"focusedZone","value":{"$bindState":"/focusedZone"},"items":["zone-opt-all","zone-opt-north","zone-opt-south","zone-opt-east","zone-opt-west"]}}}
+{"op":"add","path":"/elements/zone-opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Zones (Overall View)"}}}
+{"op":"add","path":"/elements/zone-opt-north","value":{"type":"SelectItem","props":{"value":"North Zone","label":"North Zone (Sector A)"}}}
+{"op":"add","path":"/elements/zone-opt-south","value":{"type":"SelectItem","props":{"value":"South Zone","label":"South Zone (Sector B)"}}}
+{"op":"add","path":"/elements/zone-opt-east","value":{"type":"SelectItem","props":{"value":"East Zone","label":"East Zone (Sector C)"}}}
+{"op":"add","path":"/elements/zone-opt-west","value":{"type":"SelectItem","props":{"value":"West Zone","label":"West Zone (Sector D)"}}}
+{"op":"add","path":"/state/focusedZone","value":"All"}
+{"op":"add","path":"/elements/quick-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-broadcast-dialog","btn-resource-dialog","btn-sitrep-dialog"]}}
+{"op":"add","path":"/elements/btn-broadcast-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Broadcast Update","title":"Broadcast Emergency Update","description":"Send urgent public broadcast or internal alert message.","triggerVariant":"destructive","content":["broadcast-form"]}}}
+{"op":"add","path":"/elements/broadcast-form","value":{"type":"Form","props":{"name":"broadcastForm","buttons":"broadcast-btn-group","fields":["broadcast-input-msg","broadcast-channel-select"]}}}
+{"op":"add","path":"/elements/broadcast-input-msg","value":{"type":"FormControl","props":{"label":"Broadcast Message","input":"broadcast-msg-textarea"}}}
+{"op":"add","path":"/elements/broadcast-msg-textarea","value":{"type":"TextArea","props":{"name":"broadcastMsg","placeholder":"Enter emergency message to dispatch...","rows":3,"value":{"$bindState":"/newBroadcast/msg"}}}}
+{"op":"add","path":"/elements/broadcast-channel-select","value":{"type":"FormControl","props":{"label":"Target Channel","input":"broadcast-chan-select"}}}
+{"op":"add","path":"/elements/broadcast-chan-select","value":{"type":"Select","props":{"name":"broadcastTarget","value":{"$bindState":"/newBroadcast/target"},"items":["chan-opt-all","chan-opt-public","chan-opt-firstresponders"]}}}
+{"op":"add","path":"/elements/chan-opt-all","value":{"type":"SelectItem","props":{"value":"All Channels","label":"All Active Channels"}}}
+{"op":"add","path":"/elements/chan-opt-public","value":{"type":"SelectItem","props":{"value":"Public EAS","label":"Public Emergency Alert System"}}}
+{"op":"add","path":"/elements/chan-opt-firstresponders","value":{"type":"SelectItem","props":{"value":"Tactical Radio","label":"Tactical Radio Fleet"}}}
+{"op":"add","path":"/elements/broadcast-btn-group","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-send-broadcast"]}}
+{"op":"add","path":"/elements/btn-send-broadcast","value":{"type":"Button","props":{"label":"Transmit Broadcast","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/broadcastLogs","value":{"id":"$id","timestamp":"Just Now","message":{"$state":"/newBroadcast/msg"},"target":{"$state":"/newBroadcast/target"}},"clearStatePath":"/newBroadcast/msg"}}}}}
+{"op":"add","path":"/state/newBroadcast","value":{"msg":"","target":"All Channels"}}
+{"op":"add","path":"/state/broadcastLogs","value":[]}
+{"op":"add","path":"/state/broadcastLogs/0","value":{"id":"b1","timestamp":"10m ago","message":"Flash flood warning expanded to Sector C East Zone. Move to higher ground.","target":"Public EAS"}}
+{"op":"add","path":"/elements/btn-resource-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Resources","title":"Request Additional Emergency Resources","description":"Submit logistics request for vehicles, personnel, or field supplies.","triggerVariant":"default","content":["resource-form"]}}}
+{"op":"add","path":"/elements/resource-form","value":{"type":"Form","props":{"name":"resourceForm","buttons":"resource-btn-group","fields":["res-type-control","res-qty-control","res-zone-control"]}}}
+{"op":"add","path":"/elements/res-type-control","value":{"type":"FormControl","props":{"label":"Resource Type","input":"res-type-select"}}}
+{"op":"add","path":"/elements/res-type-select","value":{"type":"Select","props":{"name":"resType","value":{"$bindState":"/newResourceReq/type"},"items":["rt-1","rt-2","rt-3","rt-4"]}}}
+{"op":"add","path":"/elements/rt-1","value":{"type":"SelectItem","props":{"value":"Search & Rescue Boats","label":"Search & Rescue Boats"}}}
+{"op":"add","path":"/elements/rt-2","value":{"type":"SelectItem","props":{"value":"Heavy Excavators","label":"Heavy Excavators"}}}
+{"op":"add","path":"/elements/rt-3","value":{"type":"SelectItem","props":{"value":"Field Medical Kits","label":"Field Medical Kits"}}}
+{"op":"add","path":"/elements/rt-4","value":{"type":"SelectItem","props":{"value":"Emergency Personnel Units","label":"Emergency Personnel Units"}}}
+{"op":"add","path":"/elements/res-qty-control","value":{"type":"FormControl","props":{"label":"Quantity Requested","input":"res-qty-input"}}}
+{"op":"add","path":"/elements/res-qty-input","value":{"type":"Input","props":{"name":"resQty","type":"number","placeholder":"e.g. 5","value":{"$bindState":"/newResourceReq/qty"}}}}
+{"op":"add","path":"/elements/res-zone-control","value":{"type":"FormControl","props":{"label":"Destination Zone","input":"res-zone-select"}}}
+{"op":"add","path":"/elements/res-zone-select","value":{"type":"Select","props":{"name":"resZone","value":{"$bindState":"/newResourceReq/zone"},"items":["rz-1","rz-2","rz-3","rz-4"]}}}
+{"op":"add","path":"/elements/rz-1","value":{"type":"SelectItem","props":{"value":"North Zone","label":"North Zone"}}}
+{"op":"add","path":"/rz-2","value":{"type":"SelectItem","props":{"value":"South Zone","label":"South Zone"}}}
+{"op":"add","path":"/elements/rz-2","value":{"type":"SelectItem","props":{"value":"South Zone","label":"South Zone"}}}
+{"op":"add","path":"/elements/rz-3","value":{"type":"SelectItem","props":{"value":"East Zone","label":"East Zone"}}}
+{"op":"add","path":"/elements/rz-4","value":{"type":"SelectItem","props":{"value":"West Zone","label":"West Zone"}}}
+{"op":"add","path":"/elements/resource-btn-group","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit-resource"]}}
+{"op":"add","path":"/elements/btn-submit-resource","value":{"type":"Button","props":{"label":"Submit Logistics Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/aidRequests","value":{"id":"$id","type":{"$state":"/newResourceReq/type"},"qty":{"$state":"/newResourceReq/qty"},"zone":{"$state":"/newResourceReq/zone"},"status":"Pending Approval","urgency":"High"},"clearStatePath":"/newResourceReq/qty"}}}}}
+{"op":"add","path":"/state/newResourceReq","value":{"type":"Search & Rescue Boats","qty":"3","zone":"East Zone"}}
+{"op":"add","path":"/elements/btn-sitrep-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Situation Report","title":"File Field Situation Report (SITREP)","description":"Submit official operational status update for regional command.","triggerVariant":"outline","content":["sitrep-form"]}}}
+{"op":"add","path":"/elements/sitrep-form","value":{"type":"Form","props":{"name":"sitrepForm","buttons":"sitrep-btn-group","fields":["sitrep-title-control","sitrep-summary-control"]}}}
+{"op":"add","path":"/elements/sitrep-title-control","value":{"type":"FormControl","props":{"label":"Report Headline","input":"sitrep-title-input"}}}
+{"op":"add","path":"/elements/sitrep-title-input","value":{"type":"Input","props":{"name":"sitrepTitle","placeholder":"e.g. Sector C Levy Status Update","value":{"$bindState":"/newSitrep/title"}}}}
+{"op":"add","path":"/elements/sitrep-summary-control","value":{"type":"FormControl","props":{"label":"Detailed Situation Summary","input":"sitrep-summary-textarea"}}}
+{"op":"add","path":"/elements/sitrep-summary-textarea","value":{"type":"TextArea","props":{"name":"sitrepSummary","placeholder":"Provide field observations, casualties count updates, infrastructural damage...","rows":4,"value":{"$bindState":"/newSitrep/summary"}}}}
+{"op":"add","path":"/elements/sitrep-btn-group","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit-sitrep"]}}
+{"op":"add","path":"/elements/btn-submit-sitrep","value":{"type":"Button","props":{"label":"File Official SITREP","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","timestamp":"Just Now","title":{"$state":"/newSitrep/title"},"summary":{"$state":"/newSitrep/summary"},"author":"Commander duty office"},"clearStatePath":"/newSitrep/title"}}}}}
+{"op":"add","path":"/state/newSitrep","value":{"title":"","summary":""}}
+{"op":"add","path":"/state/sitreps","value":[]}
+{"op":"add","path":"/state/sitreps/0","value":{"id":"s1","timestamp":"08:00 AM","title":"Initial Shift Briefing Sector Assessment","summary":"All primary response units deployed. North sector water levels stabilizing. East sector experiencing power outages.","author":"Chief Miller"}}
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["card-sev-summary","card-rescued-stats","card-casualty-stats"]}}
+{"op":"add","path":"/elements/card-sev-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sev-heading","sev-badge-container","sev-summary-text"]}}
+{"op":"add","path":"/elements/sev-heading","value":{"type":"TextContent","props":{"text":"Overall Severity Level","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sev-badge-container","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["sev-badge","sev-level-text"]}}
+{"op":"add","path":"/elements/sev-badge","value":{"type":"Badge","props":{"text":"CRITICAL - LEVEL 4","variant":"destructive"}}}
+{"op":"add","path":"/elements/sev-level-text","value":{"type":"TextContent","props":{"text":"Multiple Active Hazards","size":"small"}}}
+{"op":"add","path":"/elements/sev-summary-text","value":{"type":"TextContent","props":{"text":{"$template":"Active Incidents: ${/overallSeverity/activeCount} | High Alert Zones: ${/overallSeverity/highAlertZones}"},"size":"small"}}}
+{"op":"add","path":"/state/overallSeverity","value":{"level":"CRITICAL - LEVEL 4","activeCount":14,"highAlertZones":3}}
+{"op":"add","path":"/elements/card-rescued-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rescued-heading","rescued-value","rescued-sub"]}}
+{"op":"add","path":"/elements/rescued-heading","value":{"type":"TextContent","props":{"text":"People Rescued So Far","size":"small-heavy"}}}
+{"op":"add","path":"/elements/rescued-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/rescued}"},"level":"h2"}}}
+{"op":"add","path":"/elements/rescued-sub","value":{"type":"Tag","props":{"text":"+42 in last 6 hours","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/card-casualty-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["casualty-heading","casualty-value","casualty-sub"]}}
+{"op":"add","path":"/elements/casualty-heading","value":{"type":"TextContent","props":{"text":"Casualties / Injured","size":"small-heavy"}}}
+{"op":"add","path":"/elements/casualty-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/fatalities} Fatal / ${/stats/injured} Injured"},"level":"h3"}}}
+{"op":"add","path":"/elements/casualty-sub","value":{"type":"Tag","props":{"text":"Triage active across 4 hospitals","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/stats","value":{"rescued":348,"fatalities":3,"injured":62}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-resources","tab-shelters-routes","tab-medical-logistics","tab-comms-tasks"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Incidents & Weather","content":["overview-layout"]}}}
+{"op":"add","path":"/elements/overview-layout","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-section","weather-section","broadcast-history-section"]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"Heading","props":{"text":"Active Incidents by Zone & Severity","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item-card"]}}
+{"op":"add","path":"/elements/incident-item-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["inc-info","inc-severity-tag"]}}
+{"op":"add","path":"/elements/inc-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["inc-title","inc-details"]}}
+{"op":"add","path":"/elements/inc-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} (${zone})"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/inc-details","value":{"type":"TextContent","props":{"text":{"$template":"Reported: ${time} | Personnel Deployed: ${unitsDeployed} | Impact: ${impact}"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-severity-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"isCritical"},"$then":"danger","$else":"warning"},"size":"md"}}}
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+{"op":"add","path":"/state/openTasks/3","value":{"id":"t4","title":"Re-route Highway 102 civilian traffic toward Valley Loop","assignee":"Sgt. Kowalski (State Patrol)","priority":"Medium","dueTime":"13:00 PM"}}
+{"op":"add","path":"/elements/sitrep-history-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sitrep-hist-header","sitrep-hist-list"]}}
+{"op":"add","path":"/elements/sitrep-hist-header","value":{"type":"Heading","props":{"text":"Filed Situation Reports (SITREPs)","level":"h4"}}}
+{"op":"add","path":"/elements/sitrep-hist-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/sitreps","key":"id"},"children":["sitrep-card-item"]}}
+{"op":"add","path":"/elements/sitrep-card-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sitrep-title-line","sitrep-body-text"]}}
+{"op":"add","path":"/elements/sitrep-title-line","value":{"type":"TextContent","props":{"text":{"$template":"[${timestamp}] ${title} (Filed by ${author})"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/sitrep-body-text","value":{"type":"TextContent","props":{"text":{"$item":"summary"},"size":"small"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..cc8c48f37
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,241 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header-card","top-metrics-card","zone-filter-card","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title-box","header-actions"]}}
+{"op":"add","path":"/elements/header-title-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Real-time incident management, resource tracking & field operations","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["sitrep-dialog","broadcast-dialog"]}}
+{"op":"add","path":"/elements/sitrep-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Situation Report","triggerVariant":"outline","title":"File Official Situation Report (SitRep)","description":"Submit an updated operational brief for higher headquarters and agency leads.","content":["sitrep-form-container"]}}}
+{"op":"add","path":"/elements/sitrep-form-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["sitrep-summary-control","sitrep-details-control","sitrep-submit-btn"]}}
+{"op":"add","path":"/elements/sitrep-summary-control","value":{"type":"FormControl","props":{"label":"Executive Summary","input":"sitrep-summary-input"}}}
+{"op":"add","path":"/elements/sitrep-summary-input","value":{"type":"Input","props":{"name":"summary","placeholder":"Brief title of update...","value":{"$bindState":"/forms/sitrep/summary"}}}}
+{"op":"add","path":"/elements/sitrep-details-control","value":{"type":"FormControl","props":{"label":"Detailed Operational Assessment","input":"sitrep-details-input"}}}
+{"op":"add","path":"/elements/sitrep-details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Enter key operational highlights, critical risks, and dynamic operational context...","rows":4,"value":{"$bindState":"/forms/sitrep/details"}}}}
+{"op":"add","path":"/elements/sitrep-submit-btn","value":{"type":"Button","props":{"label":"Submit Situation Report","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","summary":{"$state":"/forms/sitrep/summary"},"details":{"$state":"/forms/sitrep/details"},"timestamp":"Just now"},"clearStatePath":"/forms/sitrep/summary"}}}}}
+{"op":"add","path":"/elements/broadcast-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Broadcast Update","triggerVariant":"destructive","title":"Emergency Broadcast Dispatch","description":"Send urgent updates across all registered public warning networks & responder channels.","content":["broadcast-form-container"]}}}
+{"op":"add","path":"/elements/broadcast-form-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"children":["broadcast-channel-control","broadcast-message-control","broadcast-send-btn"]}}
+{"op":"add","path":"/elements/broadcast-channel-control","value":{"type":"FormControl","props":{"label":"Priority Target","input":"broadcast-target-select"}}}
+{"op":"add","path":"/elements/broadcast-target-select","value":{"type":"Select","props":{"name":"target","placeholder":"Select target broadcast level...","items":["sel-opt-all","sel-opt-public","sel-opt-units"]}}}
+{"op":"add","path":"/elements/sel-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"ALL CHANNELS & PUBLIC ALERT SYSTEM"}}}
+{"op":"add","path":"/elements/sel-opt-public","value":{"type":"SelectItem","props":{"value":"public","label":"Public Emergency Broadcast Only"}}}
+{"op":"add","path":"/elements/sel-opt-units","value":{"type":"SelectItem","props":{"value":"field","label":"Field Operational Units Only"}}}
+{"op":"add","path":"/elements/broadcast-message-control","value":{"type":"FormControl","props":{"label":"Broadcast Message","input":"broadcast-msg-input"}}}
+{"op":"add","path":"/elements/broadcast-msg-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Type urgent broadcast message...","rows":3,"value":{"$bindState":"/forms/broadcast/message"}}}}
+{"op":"add","path":"/elements/broadcast-send-btn","value":{"type":"Button","props":{"label":"Transmit Emergency Broadcast","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/lastBroadcast","value":{"$state":"/forms/broadcast/message"}}}}}}
+{"op":"add","path":"/elements/top-metrics-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["metrics-header","metrics-grid","alert-banner"]}}
+{"op":"add","path":"/elements/metrics-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["severity-title","severity-badge"]}}
+{"op":"add","path":"/elements/severity-title","value":{"type":"Heading","props":{"text":"Item 2 & 7: Severity & Operational Impact Summary","level":"h3"}}}
+{"op":"add","path":"/elements/severity-badge","value":{"type":"Badge","props":{"text":"CRITICAL LEVEL 4 - ACTIVE RED ALERT","variant":"destructive"}}}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metric-box-1","metric-box-2","metric-box-3","metric-box-4"]}}
+{"op":"add","path":"/elements/metric-box-1","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["m1-val","m1-lbl"]}}
+{"op":"add","path":"/elements/m1-val","value":{"type":"TextContent","props":{"text":{"$state":"/summary/rescued"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m1-lbl","value":{"type":"TextContent","props":{"text":"People Rescued So Far","size":"small"}}}
+{"op":"add","path":"/elements/metric-box-2","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["m2-val","m2-lbl"]}}
+{"op":"add","path":"/elements/m2-val","value":{"type":"TextContent","props":{"text":{"$state":"/summary/casualtyCount"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m2-lbl","value":{"type":"TextContent","props":{"text":"Total Casualties Recorded","size":"small"}}}
+{"op":"add","path":"/elements/metric-box-3","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["m3-val","m3-lbl"]}}
+{"op":"add","path":"/elements/m3-val","value":{"type":"TextContent","props":{"text":{"$state":"/summary/activeIncidentsCount"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m3-lbl","value":{"type":"TextContent","props":{"text":"Active Unresolved Incidents","size":"small"}}}
+{"op":"add","path":"/elements/metric-box-4","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["m4-val","m4-lbl"]}}
+{"op":"add","path":"/elements/m4-val","value":{"type":"TextContent","props":{"text":{"$state":"/summary/displacedCount"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m4-lbl","value":{"type":"TextContent","props":{"text":"Sheltered / Displaced Citizens","size":"small"}}}
+{"op":"add","path":"/state/summary","value":{"rescued":"1,420","casualtyCount":"18","activeIncidentsCount":"24","displacedCount":"3,850"}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Latest Emergency Broadcast","description":{"$state":"/lastBroadcast"},"variant":"warning"}}}
+{"op":"add","path":"/state/lastBroadcast","value":"Flash Flood warning remains in effect for Zone Alpha and Zone Charlie. All non-essential emergency personnel report to Sector 2 Staging."}
+{"op":"add","path":"/elements/zone-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["zone-filter-label","zone-select","zone-reset-btn"]}}
+{"op":"add","path":"/elements/zone-filter-label","value":{"type":"TextContent","props":{"text":"Item 17: Focus on Specific Zone:","size":"small-heavy"}}}
+{"op":"add","path":"/elements/zone-select","value":{"type":"Select","props":{"name":"selectedZone","placeholder":"All Operational Zones","items":["z-all","z-a","z-b","z-c","z-d"],"value":{"$bindState":"/activeZoneFilter"}}}}
+{"op":"add","path":"/elements/z-all","value":{"type":"SelectItem","props":{"value":"ALL","label":"All Zones (Overall Area)"}}}
+{"op":"add","path":"/elements/z-a","value":{"type":"SelectItem","props":{"value":"Zone Alpha","label":"Zone Alpha (Downtown & Riverfront)"}}}
+{"op":"add","path":"/elements/z-b","value":{"type":"SelectItem","props":{"value":"Zone Bravo","label":"Zone Bravo (East Hills & Heights)"}}}
+{"op":"add","path":"/elements/z-c","value":{"type":"SelectItem","props":{"value":"Zone Charlie","label":"Zone Charlie (South Industrial Port)"}}}
+{"op":"add","path":"/elements/z-d","value":{"type":"SelectItem","props":{"value":"Zone Delta","label":"Zone Delta (West Suburbs)"}}}
+{"op":"add","path":"/state/activeZoneFilter","value":"ALL"}
+{"op":"add","path":"/elements/zone-reset-btn","value":{"type":"Button","props":{"label":"Show All Zones","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activeZoneFilter","value":"ALL"}}}}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-incidents","tab-logistics","tab-infrastructure","tab-tasks-comms"]}}}
+{"op":"add","path":"/elements/tab-incidents","value":{"type":"TabItem","props":{"value":"incidents","trigger":"Incidents & Operations","content":["incidents-view-card"]}}}
+{"op":"add","path":"/elements/incidents-view-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["incidents-section","aid-requests-section"]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["incidents-head-title","incidents-count-tag"]}}
+{"op":"add","path":"/elements/incidents-head-title","value":{"type":"Heading","props":{"text":"Item 1: Active Incidents by Zone & Severity","level":"h2"}}}
+{"op":"add","path":"/elements/incidents-count-tag","value":{"type":"Tag","props":{"text":"4 High Severity Active","variant":"danger"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item-card"]}}
+{"op":"add","path":"/elements/incident-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["inc-details","inc-status-box"]}}
+{"op":"add","path":"/elements/inc-details","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["inc-title-row","inc-desc"]}}
+{"op":"add","path":"/elements/inc-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["inc-zone-tag","inc-title","inc-sev-badge"]}}
+{"op":"add","path":"/elements/inc-zone-tag","value":{"type":"Tag","props":{"text":{"$item":"zone"},"variant":"info"}}}
+{"op":"add","path":"/elements/inc-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/inc-sev-badge","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/inc-desc","value":{"type":"TextContent","props":{"text":{"$item":"details"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-status-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs","align":"end"},"children":["inc-units-txt","inc-action-btn"]}}
+{"op":"add","path":"/elements/inc-units-txt","value":{"type":"TextContent","props":{"text":{"$item":"assignedUnits"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-action-btn","value":{"type":"Button","props":{"label":"Dispatch Extra Unit","size":"extra-small","variant":"secondary"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1","zone":"Zone Alpha","title":"Flash Flood Surge at Main Bridge","severity":"CRITICAL - CAT 4","details":"Water risen 3ft over floodwall. 12 residents trapped on roofs.","assignedUnits":"2 Rescue Squads, 1 Boat"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","zone":"Zone Charlie","title":"Industrial Chemical Storage Leak","severity":"HIGH - CAT 3","details":"Toxic spill post-flooding at Substation 4. Evacuation in progress.","assignedUnits":"HAZMAT Team 1, 3 Ambulances"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-3","zone":"Zone Bravo","title":"Landslide Blocking Highway 9 Bypass","severity":"HIGH - CAT 3","details":"Mudslide stranded 15 vehicles. Power lines damaged across 2km.","assignedUnits":"Engineers Unit 4, Heavy Rig"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"inc-4","zone":"Zone Delta","title":"Residential Structure Fire","severity":"MEDIUM - CAT 2","details":"Secondary fire caused by fallen transformer. Sector contained.","assignedUnits":"Fire Engine 12, Tanker 3"}}
+{"op":"add","path":"/elements/aid-requests-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["aid-req-header","aid-req-list"]}}
+{"op":"add","path":"/elements/aid-req-header","value":{"type":"Heading","props":{"text":"Item 10: Aid Requests Awaiting Action","level":"h2"}}}
+{"op":"add","path":"/elements/aid-req-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-req-item"]}}
+{"op":"add","path":"/elements/aid-req-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["aid-info","aid-actions"]}}
+{"op":"add","path":"/elements/aid-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["aid-tag-row","aid-text"]}}
+{"op":"add","path":"/elements/aid-tag-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["aid-zone","aid-origin"]}}
+{"op":"add","path":"/elements/aid-zone","value":{"type":"Tag","props":{"text":{"$item":"zone"},"variant":"warning"}}}
+{"op":"add","path":"/elements/aid-origin","value":{"type":"TextContent","props":{"text":{"$item":"requestor"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/aid-text","value":{"type":"TextContent","props":{"text":{"$item":"needDetails"},"size":"small"}}}
+{"op":"add","path":"/elements/aid-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["aid-approve-btn","aid-dismiss-btn"]}}
+{"op":"add","path":"/elements/aid-approve-btn","value":{"type":"Button","props":{"label":"Approve & Dispatch","size":"extra-small","variant":"primary"},"on":{"press":{"action":"removeState","params":{"statePath":"/aidRequests","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/aid-dismiss-btn","value":{"type":"Button","props":{"label":"Decline","size":"extra-small","variant":"tertiary"},"on":{"press":{"action":"removeState","params":{"statePath":"/aidRequests","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"req-1","zone":"Zone Alpha","requestor":"Civic Center Field Hospital","needDetails":"Urgent need for 500L bottled potable water & 2 mobile oxygen generators."}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"req-2","zone":"Zone Charlie","requestor":"Community Shelter #3","needDetails":"Requesting 200 high-thermal blankets & infant formula supplies."}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"req-3","zone":"Zone Bravo","requestor":"Search Team Bravo-2","needDetails":"Require chainsaw kits & night operational floodlights."}}
+{"op":"add","path":"/elements/tab-logistics","value":{"type":"TabItem","props":{"value":"logistics","trigger":"Resources, Shelters & Aid","content":["logistics-view-card"]}}}
+{"op":"add","path":"/elements/logistics-view-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["resources-row","shelters-donations-row","request-res-card"]}}
+{"op":"add","path":"/elements/resources-row","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["resources-header","resources-grid"]}}
+{"op":"add","path":"/elements/resources-header","value":{"type":"Heading","props":{"text":"Item 3 & 8: Available Vehicles, Personnel, Supplies & Volunteers","level":"h2"}}}
+{"op":"add","path":"/elements/resources-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["res-col-1","res-col-2","res-col-3"]}}
+{"op":"add","path":"/elements/res-col-1","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["res-v-title","res-v-list"]}}
+{"op":"add","path":"/elements/res-v-title","value":{"type":"TextContent","props":{"text":"Vehicles & Heavy Equipment","size":"small-heavy"}}}
+{"op":"add","path":"/elements/res-v-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/inventory/vehicles","key":"id"},"children":["res-v-item"]}}
+{"op":"add","path":"/elements/res-v-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${name}: ${available} / ${total} available"},"size":"small"}}}
+{"op":"add","path":"/elements/res-col-2","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["res-p-title","res-p-list"]}}
+{"op":"add","path":"/elements/res-p-title","value":{"type":"TextContent","props":{"text":"Supplies Inventory","size":"small-heavy"}}}
+{"op":"add","path":"/elements/res-p-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/inventory/supplies","key":"id"},"children":["res-p-item"]}}
+{"op":"add","path":"/elements/res-p-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${item}: ${qty} on hand"},"size":"small"}}}
+{"op":"add","path":"/elements/res-col-3","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["res-vol-title","res-vol-list"]}}
+{"op":"add","path":"/elements/res-vol-title","value":{"type":"TextContent","props":{"text":"Volunteers On Duty & Assignments","size":"small-heavy"}}}
+{"op":"add","path":"/elements/res-vol-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/volunteers","key":"id"},"children":["res-vol-item"]}}
+{"op":"add","path":"/elements/res-vol-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${name} (${role}): ${assignment}"},"size":"small"}}}
+{"op":"add","path":"/state/inventory","value":{"vehicles":[],"supplies":[]}}
+{"op":"add","path":"/state/inventory/vehicles/0","value":{"id":"v1","name":"High-Water Rescue Boats","available":8,"total":12}}
+{"op":"add","path":"/state/inventory/vehicles/1","value":{"id":"v2","name":"Ambulances / Transport","available":14,"total":20}}
+{"op":"add","path":"/state/inventory/vehicles/2","value":{"id":"v3","name":"All-Terrain Evac Trucks","available":6,"total":10}}
+{"op":"add","path":"/state/inventory/vehicles/3","value":{"id":"v4","name":"Mobile Generator Units","available":4,"total":5}}
+{"op":"add","path":"/state/inventory/supplies/0","value":{"id":"s1","item":"MRE Food Packs","qty":"12,400 meals"}}
+{"op":"add","path":"/state/inventory/supplies/1","value":{"id":"s2","item":"Clean Water Containers (10L)","qty":"4,100 units"}}
+{"op":"add","path":"/state/inventory/supplies/2","value":{"id":"s3","item":"Medical Trauma Kits","qty":"320 kits"}}
+{"op":"add","path":"/state/inventory/supplies/3","value":{"id":"s4","item":"Emergency Tents","qty":"150 units"}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"vol-1","name":"Elena Rostova","role":"Medical Lead","assignment":"Shelter Alpha Operations"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"vol-2","name":"Marcus Chen","role":"Logistics Tech","assignment":"Central Warehouse Supply Sorting"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"vol-3","name":"David Miller","role":"Radio Operator","assignment":"Zone Charlie Comms Post"}}
+{"op":"add","path":"/state/volunteers/3","value":{"id":"vol-4","name":"Sarah Jenkins","role":"Driver","assignment":"Evacuation Shuttle Group 2"}}
+{"op":"add","path":"/elements/shelters-donations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["shelters-card","donations-card"]}}
+{"op":"add","path":"/elements/shelters-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["shelters-title","shelters-list"]}}
+{"op":"add","path":"/elements/shelters-title","value":{"type":"Heading","props":{"text":"Item 4: Evacuation Shelters Status","level":"h3"}}}
+{"op":"add","path":"/elements/shelters-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/shelters","key":"id"},"children":["shelter-item"]}}
+{"op":"add","path":"/elements/shelter-item","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["shelter-row-1","shelter-progress"]}}
+{"op":"add","path":"/elements/shelter-row-1","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["shelter-name","shelter-occ-txt"]}}
+{"op":"add","path":"/elements/shelter-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${zone})"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/shelter-occ-txt","value":{"type":"TextContent","props":{"text":{"$template":"${occupancy} / ${capacity} Occupied"},"size":"small"}}}
+{"op":"add","path":"/elements/shelter-progress","value":{"type":"Progress","props":{"value":{"$item":"occupancyPercent"},"label":"Occupancy Capacity"}}}
+{"op":"add","path":"/state/shelters","value":[]}
+{"op":"add","path":"/state/shelters/0","value":{"id":"sh-1","name":"Central High Arena","zone":"Zone Alpha","capacity":1500,"occupancy":1380,"occupancyPercent":92}}
+{"op":"add","path":"/state/shelters/1","value":{"id":"sh-2","name":"Eastside Community Center","zone":"Zone Bravo","capacity":600,"occupancy":420,"occupancyPercent":70}}
+{"op":"add","path":"/state/shelters/2","value":{"id":"sh-3","name":"South Harbor Dome","zone":"Zone Charlie","capacity":2000,"occupancy":1850,"occupancyPercent":92}}
+{"op":"add","path":"/state/shelters/3","value":{"id":"sh-4","name":"West Suburban High","zone":"Zone Delta","capacity":800,"occupancy":200,"occupancyPercent":25}}
+{"op":"add","path":"/elements/donations-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["donations-title","donations-list"]}}
+{"op":"add","path":"/elements/donations-title","value":{"type":"Heading","props":{"text":"Item 9: Received Relief Donations","level":"h3"}}}
+{"op":"add","path":"/elements/donations-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/donations","key":"id"},"children":["donation-item"]}}
+{"op":"add","path":"/elements/donation-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["don-details","don-amount"]}}
+{"op":"add","path":"/elements/don-details","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["don-source","don-desc"]}}
+{"op":"add","path":"/elements/don-source","value":{"type":"TextContent","props":{"text":{"$item":"donor"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/don-desc","value":{"type":"TextContent","props":{"text":{"$item":"items"},"size":"small"}}}
+{"op":"add","path":"/elements/don-amount","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/donations","value":[]}
+{"op":"add","path":"/state/donations/0","value":{"id":"don-1","donor":"Global Red Cross Relief","items":"10,000 MRE Meals & Hygiene Kits","status":"In Transit"}}
+{"op":"add","path":"/state/donations/1","value":{"id":"don-2","donor":"Apex Pharma Corp","items":"50 Medical First-Responder Kits","status":"Received"}}
+{"op":"add","path":"/state/donations/2","value":{"id":"don-3","donor":"Metro Water Services","items":"20,000 Liters Bottled Water","status":"Received"}}
+{"op":"add","path":"/state/donations/3","value":{"id":"don-4","donor":"Private Donors Fund","items":"$150,000 Emergency Operations Support","status":"Processed"}}
+{"op":"add","path":"/elements/request-res-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["req-res-title","req-res-form"]}}
+{"op":"add","path":"/elements/req-res-title","value":{"type":"Heading","props":{"text":"Item 15: Request Additional Resources","level":"h3"}}}
+{"op":"add","path":"/elements/req-res-form","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end"},"children":["req-type-control","req-qty-control","req-submit-btn"]}}
+{"op":"add","path":"/elements/req-type-control","value":{"type":"FormControl","props":{"label":"Resource Type Needed","input":"req-type-input"}}}
+{"op":"add","path":"/elements/req-type-input","value":{"type":"Input","props":{"name":"resType","placeholder":"e.g. Submersible Pumps / Water Trucks","value":{"$bindState":"/forms/req/type"}}}}
+{"op":"add","path":"/elements/req-qty-control","value":{"type":"FormControl","props":{"label":"Quantity / Units","input":"req-qty-input"}}}
+{"op":"add","path":"/elements/req-qty-input","value":{"type":"Input","props":{"name":"resQty","placeholder":"e.g. 10 Units","value":{"$bindState":"/forms/req/qty"}}}}
+{"op":"add","path":"/elements/req-submit-btn","value":{"type":"Button","props":{"label":"Submit Emergency Resource Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/resourceRequests","value":{"id":"$id","type":{"$state":"/forms/req/type"},"qty":{"$state":"/forms/req/qty"},"status":"Pending Command Approval"},"clearStatePath":"/forms/req/type"}}}}}
+{"op":"add","path":"/elements/tab-infrastructure","value":{"type":"TabItem","props":{"value":"infrastructure","trigger":"Routes, Hospitals & Weather","content":["infra-view-card"]}}}
+{"op":"add","path":"/elements/infra-view-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["weather-section","hospitals-routes-row","closed-roads-section"]}}
+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["weather-title","weather-grid"]}}
+{"op":"add","path":"/elements/weather-title","value":{"type":"Heading","props":{"text":"Item 6: 48-Hour Weather Forecast & Warnings","level":"h2"}}}
+{"op":"add","path":"/elements/weather-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"repeat":{"statePath":"/weatherForecast","key":"id"},"children":["weather-item"]}}
+{"op":"add","path":"/elements/weather-item","value":{"type":"Card","props":{"variant":"sunk","gap":"xs","align":"center"},"children":["wf-time","wf-temp","wf-cond","wf-rain"]}}
+{"op":"add","path":"/elements/wf-time","value":{"type":"TextContent","props":{"text":{"$item":"timeframe"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/wf-temp","value":{"type":"Heading","props":{"text":{"$item":"temp"},"level":"h3"}}}
+{"op":"add","path":"/elements/wf-cond","value":{"type":"Tag","props":{"text":{"$item":"condition"},"variant":"warning"}}}
+{"op":"add","path":"/elements/wf-rain","value":{"type":"TextContent","props":{"text":{"$template":"Precip: ${precip} | Wind: ${wind}"},"size":"small"}}}
+{"op":"add","path":"/state/weatherForecast","value":[]}
+{"op":"add","path":"/state/weatherForecast/0","value":{"id":"wf-1","timeframe":"Next 12 Hours","temp":"18°C","condition":"Heavy Rain Storm","precip":"95%","wind":"45 km/h"}}
+{"op":"add","path":"/state/weatherForecast/1","value":{"id":"wf-2","timeframe":"12 - 24 Hours","temp":"16°C","condition":"Continuous Downpour","precip":"80%","wind":"35 km/h"}}
+{"op":"add","path":"/state/weatherForecast/2","value":{"id":"wf-3","timeframe":"24 - 36 Hours","temp":"19°C","condition":"Scattered Showers","precip":"40%","wind":"20 km/h"}}
+{"op":"add","path":"/state/weatherForecast/3","value":{"id":"wf-4","timeframe":"36 - 48 Hours","temp":"22°C","condition":"Partly Cloudy","precip":"10%","wind":"12 km/h"}}
+{"op":"add","path":"/elements/hospitals-routes-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["hospitals-card","routes-card"]}}
+{"op":"add","path":"/elements/hospitals-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["hosp-title","hosp-list"]}}
+{"op":"add","path":"/elements/hosp-title","value":{"type":"Heading","props":{"text":"Item 13: Nearby Hospitals & Free Beds","level":"h3"}}}
+{"op":"add","path":"/elements/hosp-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/hospitals","key":"id"},"children":["hosp-item"]}}
+{"op":"add","path":"/elements/hosp-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["hosp-info","hosp-beds"]}}
+{"op":"add","path":"/elements/hosp-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["hosp-name","hosp-status"]}}
+{"op":"add","path":"/elements/hosp-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/hosp-status","value":{"type":"TextContent","props":{"text":{"$template":"Trauma Center: ${traumaLevel}"},"size":"small"}}}
+{"op":"add","path":"/elements/hosp-beds","value":{"type":"Badge","props":{"text":{"$template":"${freeBeds} Free Beds"},"variant":"secondary"}}}
+{"op":"add","path":"/state/hospitals","value":[]}
+{"op":"add","path":"/state/hospitals/0","value":{"id":"h1","name":"St. Jude General Hospital","traumaLevel":"Level 1","freeBeds":14}}
+{"op":"add","path":"/state/hospitals/1","value":{"id":"h2","name":"Memorial Medical Center","traumaLevel":"Level 2","freeBeds":3}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"h3","name":"University Emergency Care","traumaLevel":"Level 1","freeBeds":28}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"h4","name":"Westside Community Hospital","traumaLevel":"Level 3","freeBeds":0}}
+{"op":"add","path":"/elements/routes-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["routes-title","routes-list"]}}
+{"op":"add","path":"/elements/routes-title","value":{"type":"Heading","props":{"text":"Item 5: Status of Evacuation Routes","level":"h3"}}}
+{"op":"add","path":"/elements/routes-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/evacRoutes","key":"id"},"children":["route-item"]}}
+{"op":"add","path":"/elements/route-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["route-info","route-tag"]}}
+{"op":"add","path":"/elements/route-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["route-name","route-desc"]}}
+{"op":"add","path":"/elements/route-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/route-desc","value":{"type":"TextContent","props":{"text":{"$item":"notes"},"size":"small"}}}
+{"op":"add","path":"/elements/route-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info"}}}
+{"op":"add","path":"/state/evacRoutes","value":[]}
+{"op":"add","path":"/state/evacRoutes/0","value":{"id":"er-1","name":"Route A (North Highway 101)","status":"OPEN - CLEAR","notes":"Flowing smoothly, Police escort active"}}
+{"op":"add","path":"/state/evacRoutes/1","value":{"id":"er-2","name":"Route B (East Expressway 4)","status":"CONGESTED","notes":"Heavy traffic, travel delay 45 mins"}}
+{"op":"add","path":"/state/evacRoutes/2","value":{"id":"er-3","name":"Route C (River Coastal Road)","status":"BLOCKED","notes":"Water overlay at Km 14, rerouting active"}}
+{"op":"add","path":"/elements/closed-roads-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["closed-title","closed-roads-list"]}}
+{"op":"add","path":"/elements/closed-title","value":{"type":"Heading","props":{"text":"Item 12: Roads Closed","level":"h3"}}}
+{"op":"add","path":"/elements/closed-roads-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/closedRoads","key":"id"},"children":["road-item"]}}
+{"op":"add","path":"/elements/road-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["road-info","road-badge"]}}
+{"op":"add","path":"/elements/road-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["road-name","road-reason"]}}
+{"op":"add","path":"/elements/road-name","value":{"type":"TextContent","props":{"text":{"$template":"${roadName} (${zone})"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/road-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"}}}
+{"op":"add","path":"/elements/road-badge","value":{"type":"Badge","props":{"text":"ROAD CLOSED","variant":"destructive"}}}
+{"op":"add","path":"/state/closedRoads","value":[]}
+{"op":"add","path":"/state/closedRoads/0","value":{"id":"cr-1","roadName":"Highway 9 Bypass (Km 12 - 18)","zone":"Zone Bravo","reason":"Landslide debris on roadway"}}
+{"op":"add","path":"/state/closedRoads/1","value":{"id":"cr-2","roadName":"Riverfront Boulevard","zone":"Zone Alpha","reason":"Severe flash flooding (3ft deep)"}}
+{"op":"add","path":"/state/closedRoads/2","value":{"id":"cr-3","roadName":"7th Avenue Bridge","zone":"Zone Charlie","reason":"Structural assessment pending"}}
+{"op":"add","path":"/elements/tab-tasks-comms","value":{"type":"TabItem","props":{"value":"tasks-comms","trigger":"Tasks & Communications","content":["tasks-comms-view-card"]}}}
+{"op":"add","path":"/elements/tasks-comms-view-card","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["tasks-section","comms-section"]}}
+{"op":"add","path":"/elements/tasks-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["tasks-title","tasks-list"]}}
+{"op":"add","path":"/elements/tasks-title","value":{"type":"Heading","props":{"text":"Item 14: Open Operational Tasks & Assignees","level":"h2"}}}
+{"op":"add","path":"/elements/tasks-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/openTasks","key":"id"},"children":["task-item"]}}
+{"op":"add","path":"/elements/task-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["task-left","task-action"]}}
+{"op":"add","path":"/elements/task-left","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["task-desc","task-meta"]}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$item":"taskDescription"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/task-meta","value":{"type":"TextContent","props":{"text":{"$template":"Assignee: ${assignee} | Priority: ${priority}"},"size":"small"}}}
+{"op":"add","path":"/elements/task-action","value":{"type":"Button","props":{"label":"Mark Completed","size":"extra-small","variant":"outline"},"on":{"press":{"action":"removeState","params":{"statePath":"/openTasks","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/openTasks","value":[]}
+{"op":"add","path":"/state/openTasks/0","value":{"id":"t-1","taskDescription":"Deploy emergency fuel truck to Sector 4 generator station","assignee":"Captain J. Miller","priority":"High"}}
+{"op":"add","path":"/state/openTasks/1","value":{"id":"t-2","taskDescription":"Establish secondary satellite link at Zone Charlie command post","assignee":"Tech Ops Team B","priority":"Urgent"}}
+{"op":"add","path":"/state/openTasks/2","value":{"id":"t-3","taskDescription":"Coordinate additional medical triage cots for Central High Shelter","assignee":"Sarah Jenkins","priority":"Medium"}}
+{"op":"add","path":"/state/openTasks/3","value":{"id":"t-4","taskDescription":"Inspect southern floodwall barrier integrity post-peak flow","assignee":"Engineering Unit 1","priority":"High"}}
+{"op":"add","path":"/elements/comms-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["comms-title","comms-grid"]}}
+{"op":"add","path":"/elements/comms-title","value":{"type":"Heading","props":{"text":"Item 11: Communication Channels Status","level":"h2"}}}
+{"op":"add","path":"/elements/comms-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/commsChannels","key":"id"},"children":["comms-item"]}}
+{"op":"add","path":"/elements/comms-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["comms-name-box","comms-status-badge"]}}
+{"op":"add","path":"/elements/comms-name-box","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["comms-channel-name","comms-type"]}}
+{"op":"add","path":"/elements/comms-channel-name","value":{"type":"TextContent","props":{"text":{"$item":"channelName"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/comms-type","value":{"type":"TextContent","props":{"text":{"$item":"band"},"size":"small"}}}
+{"op":"add","path":"/elements/comms-status-badge","value":{"type":"Tag","props":{"text":{"$item":"statusText"},"variant":"success"}}}
+{"op":"add","path":"/state/commsChannels","value":[]}
+{"op":"add","path":"/state/commsChannels/0","value":{"id":"cc-1","channelName":"Tactical Primary Radio","band":"VHF Band 1","statusText":"UP / ONLINE"}}
+{"op":"add","path":"/state/commsChannels/1","value":{"id":"cc-2","channelName":"FirstNet Emergency Cellular","band":"Band 14 LTE","statusText":"UP / ONLINE"}}
+{"op":"add","path":"/state/commsChannels/2","value":{"id":"cc-3","channelName":"Satellite Ground Uplink","band":"Ka-Band Trunk","statusText":"UP / ONLINE"}}
+{"op":"add","path":"/state/commsChannels/3","value":{"id":"cc-4","channelName":"Inter-Agency Trunk Network","band":"P25 Digital","statusText":"UP / ONLINE"}}
+{"op":"add","path":"/state/commsChannels/4","value":{"id":"cc-5","channelName":"Civil Defense Broadcast Link","band":"UHF Link","statusText":"UP / ONLINE"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..889004a10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,208 @@
+{"op":"add","path":"/root","value":"main-dashboard"}
+{"op":"add","path":"/elements/main-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","stats-summary-card","zone-filter-card","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-info","header-actions"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"level":"h1","text":"Emergency Response Coordination Center"}}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Real-time incident command, resource management, and situational status","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["btn-broadcast-dialog","btn-sitrep-dialog"]}}}
+{"op":"add","path":"/elements/btn-broadcast-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Broadcast Update","title":"Emergency Broadcast System","description":"Send an instant alert update to all active channels and personnel.","content":["broadcast-form"],"triggerVariant":"destructive"}}}
+{"op":"add","path":"/elements/broadcast-form","value":{"type":"Form","props":{"name":"broadcastForm","buttons":"broadcast-btn-group","fields":["broadcast-input-msg","broadcast-input-channel"]}}}
+{"op":"add","path":"/elements/broadcast-input-msg","value":{"type":"FormControl","props":{"label":"Broadcast Message","input":"broadcast-msg-textarea","hint":"This will be sent immediately."}}}
+{"op":"add","path":"/elements/broadcast-msg-textarea","value":{"type":"TextArea","props":{"name":"broadcastMsg","placeholder":"Enter critical update text here...","value":{"$bindState":"/forms/broadcastMsg"}}}}
+{"op":"add","path":"/elements/broadcast-input-channel","value":{"type":"FormControl","props":{"label":"Target Audience","input":"broadcast-channel-select"}}}
+{"op":"add","path":"/elements/broadcast-channel-select","value":{"type":"Select","props":{"name":"broadcastTarget","value":{"$bindState":"/forms/broadcastTarget"},"items":["target-all","target-volunteers","target-public"]}}}
+{"op":"add","path":"/elements/target-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Operations & Public Channels"}}}
+{"op":"add","path":"/elements/target-volunteers","value":{"type":"SelectItem","props":{"value":"volunteers","label":"Field Volunteers Only"}}}
+{"op":"add","path":"/elements/target-public","value":{"type":"SelectItem","props":{"value":"public","label":"Public Emergency Radio"}}}
+{"op":"add","path":"/elements/broadcast-btn-group","value":{"type":"Buttons","props":{"buttons":["broadcast-submit-btn"]}}}
+{"op":"add","path":"/elements/broadcast-submit-btn","value":{"type":"Button","props":{"label":"Send Broadcast Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/broadcastLogs","value":{"id":"$id","message":{"$state":"/forms/broadcastMsg"},"time":"Just now"},"clearStatePath":"/forms/broadcastMsg"}}}}}
+{"op":"add","path":"/state/forms","value":{"broadcastMsg":"","broadcastTarget":"all","sitrepText":"","resType":"","resQty":""}}
+{"op":"add","path":"/elements/btn-sitrep-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Situation Report","title":"File Official Situation Report (SitRep)","description":"Submit operational log entry to regional command headquarters.","content":["sitrep-form"],"triggerVariant":"outline"}}}
+{"op":"add","path":"/elements/sitrep-form","value":{"type":"Form","props":{"name":"sitrepForm","buttons":"sitrep-btn-group","fields":["sitrep-input-text"]}}}
+{"op":"add","path":"/elements/sitrep-input-text","value":{"type":"FormControl","props":{"label":"Situation Summary","input":"sitrep-textarea","hint":"Include field updates, line hazards, and current operational bottlenecks."}}}
+{"op":"add","path":"/elements/sitrep-textarea","value":{"type":"TextArea","props":{"name":"sitrepText","placeholder":"Provide detailed summary...","rows":4,"value":{"$bindState":"/forms/sitrepText"}}}}
+{"op":"add","path":"/elements/sitrep-btn-group","value":{"type":"Buttons","props":{"buttons":["sitrep-submit-btn"]}}}
+{"op":"add","path":"/elements/sitrep-submit-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","summary":{"$state":"/forms/sitrepText"},"timestamp":"Just now"},"clearStatePath":"/forms/sitrepText"}}}}}
+{"op":"add","path":"/state/sitreps","value":[]}
+{"op":"add","path":"/elements/stats-summary-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["stats-heading","stats-grid"]}}
+{"op":"add","path":"/elements/stats-heading","value":{"type":"Heading","props":{"level":"h3","text":"Overall Severity & Impact Summary"}}}
+{"op":"add","path":"/elements/stats-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-rescued","stat-casualties","stat-incidents","stat-donations"]}}
+{"op":"add","path":"/elements/stat-rescued","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-rescued-val","stat-rescued-lbl"]}}
+{"op":"add","path":"/elements/stat-rescued-val","value":{"type":"TextContent","props":{"text":"1,420","size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-rescued-lbl","value":{"type":"TextContent","props":{"text":"People Rescued So Far","size":"small"}}}
+{"op":"add","path":"/elements/stat-casualties","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-casualties-val","stat-casualties-lbl"]}}
+{"op":"add","path":"/elements/stat-casualties-val","value":{"type":"TextContent","props":{"text":"12","size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-casualties-lbl","value":{"type":"TextContent","props":{"text":"Confirmed Casualties","size":"small"}}}
+{"op":"add","path":"/elements/stat-incidents","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-incidents-val","stat-incidents-lbl"]}}
+{"op":"add","path":"/elements/stat-incidents-val","value":{"type":"TextContent","props":{"text":"28 Active","size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-incidents-lbl","value":{"type":"TextContent","props":{"text":"Overall Threat Level: HIGH","size":"small"}}}
+{"op":"add","path":"/elements/stat-donations","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"card"},"children":["stat-donations-val","stat-donations-lbl"]}}
+{"op":"add","path":"/elements/stat-donations-val","value":{"type":"TextContent","props":{"text":"$485,200","size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-donations-lbl","value":{"type":"TextContent","props":{"text":"Donations Received","size":"small"}}}
+{"op":"add","path":"/elements/zone-filter-card","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["zone-filter-label","zone-filter-select","zone-filter-badge"]}}
+{"op":"add","path":"/elements/zone-filter-label","value":{"type":"Label","props":{"text":"Focus Zone Filter:"}}}
+{"op":"add","path":"/elements/zone-filter-select","value":{"type":"Select","props":{"name":"focusZone","value":{"$bindState":"/activeZoneFilter"},"items":["zf-all","zf-north","zf-south","zf-east","zf-west","zf-central"]}}}
+{"op":"add","path":"/elements/zf-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Zones (Overall View)"}}}
+{"op":"add","path":"/elements/zf-north","value":{"type":"SelectItem","props":{"value":"North Zone","label":"North Zone"}}}
+{"op":"add","path":"/elements/zf-south","value":{"type":"SelectItem","props":{"value":"South Zone","label":"South Zone"}}}
+{"op":"add","path":"/elements/zf-east","value":{"type":"SelectItem","props":{"value":"East Zone","label":"East Zone"}}}
+{"op":"add","path":"/elements/zf-west","value":{"type":"SelectItem","props":{"value":"West Zone","label":"West Zone"}}}
+{"op":"add","path":"/elements/zf-central","value":{"type":"SelectItem","props":{"value":"Central Zone","label":"Central Zone"}}}
+{"op":"add","path":"/elements/zone-filter-badge","value":{"type":"Badge","props":{"text":{"$template":"Active View: ${/activeZoneFilter}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/activeZoneFilter","value":"All"}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-incidents","tab-resources","tab-shelters-routes","tab-medical-tasks","tab-comms-weather"]}}}
+{"op":"add","path":"/elements/tab-incidents","value":{"type":"TabItem","props":{"value":"incidents","trigger":"Incidents & Requests","content":["incidents-tab-content"]}}}
+{"op":"add","path":"/elements/incidents-tab-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["incidents-section","aid-requests-section"]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"Heading","props":{"level":"h2","text":"Active Incidents by Zone"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-card-item"]}}
+{"op":"add","path":"/elements/incident-card-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["incident-main-info","incident-meta-info"]}}
+{"op":"add","path":"/elements/incident-main-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-title","incident-desc"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} (${zone})"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/incident-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-meta-info","value":{"type":"Card","props":{"direction":"column","align":"end","gap":"xs"},"children":["incident-severity-tag","incident-time"]}}
+{"op":"add","path":"/elements/incident-severity-tag","value":{"type":"Tag","props":{"text":{"$template":"Severity: ${severity}"},"variant":"danger"}}}
+{"op":"add","path":"/elements/incident-time","value":{"type":"TextContent","props":{"text":{"$item":"reportedTime"},"size":"small"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1","title":"Flash Flood Surge","zone":"North Zone","severity":"Critical","description":"Rapidly rising water levels near riverbank residential area.","reportedTime":"10 mins ago"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","title":"Substation Power Failure","zone":"Central Zone","severity":"High","description":"Main grid line down affecting 40,000 residents and 1 shelter.","reportedTime":"25 mins ago"}}
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+{"op":"add","path":"/elements/p-3","value":{"type":"ListItem","props":{"title":"Hazmat Response Team","subtitle":"12 On Standby"}}}
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+{"op":"add","path":"/elements/res-s-title","value":{"type":"Heading","props":{"level":"h4","text":"Stockpiled Supplies"}}}
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+{"op":"add","path":"/elements/s-1","value":{"type":"ListItem","props":{"title":"Potable Water (Liters)","subtitle":"18,500 L Available"}}}
+{"op":"add","path":"/elements/s-2","value":{"type":"ListItem","props":{"title":"MRE Emergency Rations","subtitle":"6,200 Meals Available"}}}
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+{"op":"add","path":"/elements/col-vol-name","value":{"type":"Col","props":{"label":"Volunteer Name","data":["Sarah Jenkins","Marcus Vance","Elena Rostova","David Chen","Aisha Khan"],"type":"string"}}}
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+{"op":"add","path":"/state/shelters/3","value":{"id":"sh-4","name":"St. Jude Parish Hall","zone":"East Zone","capacity":250,"occupancy":210,"occupancyPercent":84}}
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+{"op":"add","path":"/elements/routes-heading","value":{"type":"Heading","props":{"level":"h2","text":"Evacuation Routes & Road Closures"}}}
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+{"op":"add","path":"/elements/routes-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["routes-title","routes-list"]}}
+{"op":"add","path":"/elements/routes-title","value":{"type":"Heading","props":{"level":"h4","text":"Evacuation Route Status"}}}
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+{"op":"add","path":"/state/evacRoutes/1","value":{"id":"r-2","name":"I-80 Westbound Corridor","direction":"Out of Central Zone","status":"Heavy Traffic"}}
+{"op":"add","path":"/state/evacRoutes/2","value":{"id":"r-3","name":"Highway 9 South","direction":"Out of South Zone","status":"Clear"}}
+{"op":"add","path":"/state/evacRoutes/3","value":{"id":"r-4","name":"Eastern Relief Bypass","direction":"Out of East Zone","status":"Single Lane Only"}}
+{"op":"add","path":"/elements/closures-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["closures-title","closures-list"]}}
+{"op":"add","path":"/elements/closures-title","value":{"type":"Heading","props":{"level":"h4","text":"Road Closures"}}}
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+{"op":"add","path":"/elements/closure-info","value":{"type":"TextContent","props":{"text":{"$template":"${road} - ${reason}"},"size":"small"}}}
+{"op":"add","path":"/elements/closure-badge","value":{"type":"Badge","props":{"text":"CLOSED","variant":"destructive"}}}
+{"op":"add","path":"/state/roadClosures","value":[]}
+{"op":"add","path":"/state/roadClosures/0","value":{"id":"rc-1","road":"Main St Bridge","reason":"Submerged"}}
+{"op":"add","path":"/state/roadClosures/1","value":{"id":"rc-2","road":"Oak Valley Pass","reason":"Landslide"}}
+{"op":"add","path":"/state/roadClosures/2","value":{"id":"rc-3","road":"Industrial Pkwy / 4th Ave","reason":"Downed Power Lines"}}
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+{"op":"add","path":"/elements/hospitals-heading","value":{"type":"Heading","props":{"level":"h2","text":"Nearby Hospitals & Bed Availability"}}}
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+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"level":"h2","text":"48-Hour Weather Forecast & Hazards"}}}
+{"op":"add","path":"/elements/weather-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Flash Flood Watch & High Winds Alert","description":"Severe rainfall projected to peak between +12h and +24h. Wind gusts up to 55 mph expected in North and East zones."}}}
+{"op":"add","path":"/elements/weather-chart","value":{"type":"LineChart","props":{"labels":["Now","+6h","+12h","+18h","+24h","+30h","+36h","+42h","+48h"],"series":["series-precip","series-wind"],"xLabel":"Time Horizon","yLabel":"Intensity / Value"}}}
+{"op":"add","path":"/elements/series-precip","value":{"type":"Series","props":{"category":"Precipitation (mm/h)","values":[12,25,48,60,35,15,8,2,0]}}}
+{"op":"add","path":"/elements/series-wind","value":{"type":"Series","props":{"category":"Wind Gusts (mph)","values":[20,30,45,55,50,35,25,18,12]}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..abb33314a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,238 @@
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+{"op":"add","path":"/elements/broadcast-channel-control","value":{"type":"FormControl","props":{"label":"Target Channel","input":"broadcast-channel-select"}}}
+{"op":"add","path":"/elements/broadcast-channel-select","value":{"type":"Select","props":{"name":"channel","value":{"$bindState":"/forms/broadcast/channel"},"items":["select-chan-all","select-chan-public","select-chan-agency"]}}}
+{"op":"add","path":"/elements/select-chan-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Channels (Public & Internal)"}}}
+{"op":"add","path":"/elements/select-chan-public","value":{"type":"SelectItem","props":{"value":"public","label":"Public Warning System Only"}}}
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+{"op":"add","path":"/state/openTasks/3","value":{"id":"t4","task":"Publish Updated Evacuation Press Advisory","due":"30 mins","assignee":"PIO Communications"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..e435e6bf5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,133 @@
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+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","value":{"$bindState":"/selectedQuarter"},"items":["q1-opt","q2-opt","q3-opt","q4-opt"],"size":"small"}}}
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+{"op":"add","path":"/state/kpi","value":{"revenue":"$24.8M","costs":"$17.5M","profit":"$7.3M","runway":"28 Months"}}
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+{"op":"add","path":"/elements/lbl-cust","value":{"type":"Label","props":{"text":"13. Customers & Churn"}}}
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index 000000000..929af7cca
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r3.txt
new file mode 100644
index 000000000..e794ca085
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r3.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r4.txt
new file mode 100644
index 000000000..e7baacd88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-exec__r4.txt
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r1.txt
new file mode 100644
index 000000000..8d8c8d869
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r1.txt
@@ -0,0 +1,171 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r2.txt
new file mode 100644
index 000000000..c953de5c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r2.txt
@@ -0,0 +1,140 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r3.txt
new file mode 100644
index 000000000..012554586
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r3.txt
@@ -0,0 +1,177 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r4.txt
new file mode 100644
index 000000000..f97ad2337
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-fund__r4.txt
@@ -0,0 +1,136 @@
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+{"op":"add","path":"/elements/kpi-mgn-label","value":{"type":"Label","props":{"text":"9. Margin in Use"}}}
+{"op":"add","path":"/elements/kpi-mgn-val","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/kpis/marginInUse"}}}}
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..569c3998d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r1.txt
@@ -0,0 +1,167 @@
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diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..8f3f4e29c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r2.txt
@@ -0,0 +1,152 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..7758fbbb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r3.txt
@@ -0,0 +1,184 @@
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+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"ALL","label":"🌍 All Regions (Global)"}}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"EU","label":"🇪🇺 EU-Central (Frankfurt)"}}}
+{"op":"add","path":"/elements/opt-na","value":{"type":"SelectItem","props":{"value":"NA","label":"🇺🇸 NA-East (Virginia)"}}}
+{"op":"add","path":"/elements/opt-asia","value":{"type":"SelectItem","props":{"value":"ASIA","label":"🇯🇵 ASIA-East (Tokyo)"}}}
+{"op":"add","path":"/elements/opt-sa","value":{"type":"SelectItem","props":{"value":"SA","label":"🇧🇷 SA-East (São Paulo)"}}}
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+{"op":"add","path":"/elements/mau-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/metrics/mau}"}},"children":[]}}
+{"op":"add","path":"/elements/mau-tag","value":{"type":"Tag","props":{"text":"Stickiness DAU/MAU 33%","variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/elements/metric-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rev-title","rev-value","rev-tag"]}}
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+{"op":"add","path":"/elements/rev-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"$${/metrics/revenueToday}"}},"children":[]}}
+{"op":"add","path":"/elements/rev-tag","value":{"type":"Tag","props":{"text":"+8.4% vs yesterday","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/metrics","value":{"ccu":"142,890","dau":"1.24M","mau":"3.75M","revenueToday":"184,250","arpu":"$0.148","arppu":"$12.40"}}
+{"op":"add","path":"/elements/metrics-row-2","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-arpu","metric-arppu","metric-inflation"]}}
+{"op":"add","path":"/elements/metric-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["arpu-title","arpu-value","arpu-sub"]}}
+{"op":"add","path":"/elements/arpu-title","value":{"type":"TextContent","props":{"size":"small","text":"4. Revenue Per User (ARPU)"},"children":[]}}
+{"op":"add","path":"/elements/arpu-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/metrics/arpu}"}},"children":[]}}
+{"op":"add","path":"/elements/arpu-sub","value":{"type":"TextContent","props":{"size":"small","text":"Average across total DAU"},"children":[]}}
+{"op":"add","path":"/elements/metric-arppu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["arppu-title","arppu-value","arppu-sub"]}}
+{"op":"add","path":"/elements/arppu-title","value":{"type":"TextContent","props":{"size":"small","text":"4. Rev Per Paying User (ARPPU)"},"children":[]}}
+{"op":"add","path":"/elements/arppu-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/metrics/arppu}"}},"children":[]}}
+{"op":"add","path":"/elements/arppu-sub","value":{"type":"TextContent","props":{"size":"small","text":"Paying conversion: 3.2%"},"children":[]}}
+{"op":"add","path":"/elements/metric-inflation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["inf-title","inf-value","inf-tag"]}}
+{"op":"add","path":"/elements/inf-title","value":{"type":"TextContent","props":{"size":"small","text":"12. Currency Inflation Rate"},"children":[]}}
+{"op":"add","path":"/elements/inf-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/inflation/rate}%"}},"children":[]}}
+{"op":"add","path":"/elements/inf-tag","value":{"type":"Tag","props":{"text":"Soft Currency Pool: 4.2B Gold","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/inflation","value":{"rate":"+2.1"}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-telemetry","tab-store-econ","tab-moderation","tab-hotfix-patch"]},"children":[]}}
+{"op":"add","path":"/elements/tab-telemetry","value":{"type":"TabItem","props":{"value":"telemetry","trigger":"📊 Telemetry & Infrastructure","content":["telemetry-container"]}}
+{"op":"add","path":"/elements/tab-store-econ","value":{"type":"TabItem","props":{"value":"store","trigger":"🛒 Store & Currency","content":["store-container"]}}
+{"op":"add","path":"/elements/tab-moderation","value":{"type":"TabItem","props":{"value":"moderation","trigger":"🛡️ Moderation & Live Events","content":["moderation-container"]}}
+{"op":"add","path":"/elements/tab-hotfix-patch","value":{"type":"TabItem","props":{"value":"hotfix-patch","trigger":"🛠️ Experiments & Patch Notes","content":["patch-container"]}}
+{"op":"add","path":"/elements/telemetry-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["session-chart-card","telemetry-grid"]}}
+{"op":"add","path":"/elements/session-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["session-header","session-chart"]}}
+{"op":"add","path":"/elements/session-header","value":{"type":"CardHeader","props":{"title":"5. Session Length Over Past 2 Weeks","subtitle":"Average daily play time in minutes per session across all platforms"}}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["14 days ago","12 days ago","10 days ago","8 days ago","6 days ago","4 days ago","2 days ago","Today"],"series":["session-series"],"xLabel":"Days","yLabel":"Minutes per Session"}}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Avg Play Time (Mins)","values":[32,34,35,31,42,48,45,46]}}}
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+{"op":"add","path":"/elements/server-regions-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["server-header","server-list"]}}
+{"op":"add","path":"/elements/server-header","value":{"type":"CardHeader","props":{"title":"7. Server Regions & Health","subtitle":"15. Select region focus to inspect server cluster metrics"}}}
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+{"op":"add","path":"/elements/server-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["server-left","server-right"]}}
+{"op":"add","path":"/elements/server-left","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["server-name","server-details"]}}
+{"op":"add","path":"/elements/server-name","value":{"type":"TextContent","props":{"size":"large","text":{"$template":"${name} (${regionCode})"}},"children":[]}}
+{"op":"add","path":"/elements/server-details","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Ping: ${latency}ms | Load: ${load}% | Active Instances: ${nodes}"}},"children":[]}}
+{"op":"add","path":"/elements/server-right","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["server-status-tag","server-focus-btn"]}}
+{"op":"add","path":"/elements/server-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Healthy"},"$then":"success","$else":"danger"}}}}
+{"op":"add","path":"/elements/server-focus-btn","value":{"type":"Button","props":{"label":"Focus Region","variant":"secondary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":{"$item":"regionCode"}}}}}}
+{"op":"add","path":"/state/serverRegions","value":[]}
+{"op":"add","path":"/state/serverRegions/0","value":{"id":"1","name":"EU-Central","regionCode":"EU","latency":24,"load":78,"nodes":"420/500","status":"Healthy"}}
+{"op":"add","path":"/state/serverRegions/1","value":{"id":"2","name":"NA-East","regionCode":"NA","latency":18,"load":84,"nodes":"610/700","status":"Healthy"}}
+{"op":"add","path":"/state/serverRegions/2","value":{"id":"3","name":"ASIA-East","regionCode":"ASIA","latency":42,"load":92,"nodes":"380/400","status":"Degraded"}}
+{"op":"add","path":"/state/serverRegions/3","value":{"id":"4","name":"SA-East","regionCode":"SA","latency":65,"load":45,"nodes":"120/200","status":"Healthy"}}
+{"op":"add","path":"/elements/crash-rate-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["crash-header","crash-chart"]}}
+{"op":"add","path":"/elements/crash-header","value":{"type":"CardHeader","props":{"title":"8. Crash Rate by App Version","subtitle":"Crashes per 1,000 active sessions (Threshold < 1.0%)"}}}
+{"op":"add stream","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["v2.4.1 (Latest)","v2.4.0","v2.3.9","v2.3.5 (Legacy)"],"series":["crash-series"],"xLabel":"Client Version","yLabel":"Crash Rate (%)"}}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate %","values":[0.24,0.45,1.12,2.85]}}}
+{"op":"add","path":"/elements/store-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["store-grid","econ-details-card"]}}
+{"op":"add","path":"/elements/store-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["best-selling-card","store-chart-card"]}}
+{"op":"add","path":"/elements/best-selling-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["items-header","items-list"]}}
+{"op":"add","path":"/elements/items-header","value":{"type":"CardHeader","props":{"title":"6. Best-Selling Store Items","subtitle":"Top performing cosmetics and battle passes in last 24h"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellingItems","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["item-info","item-stats"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-name","item-type"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"size":"large","text":{"$template":"${name}"}},"children":[]}}
+{"op":"add","path":"/elements/item-type","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Category: ${category} | Price: ${price}"}},"children":[]}}
+{"op":"add","path":"/elements/item-stats","value":{"type":"Card","props":{"direction":"column","align":"end","gap":"xs"},"children":["item-units","item-gross"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${unitsSold} Units Sold"},"variant":"info"}}
+{"op":"add","path":"/elements/item-gross","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"Gross: $${gross}"}},"children":[]}}
+{"op":"add","path":"/state/bestSellingItems","value":[]}
+{"op":"add","path":"/state/bestSellingItems/0","value":{"id":"1","name":"Cyber Samurai Skin Bundle","category":"Legendary Outfit","price":"2,400 Coins","unitsSold":"14,250","gross":"171,000"}}
+{"op":"add","path":"/state/bestSellingItems/1","value":{"id":"2","name":"Season 8 Battle Pass Premium","category":"Pass","price":"1,000 Coins","unitsSold":"9,800","gross":"98,000"}}
+{"op":"add","path":"/state/bestSellingItems/2","value":{"id":"3","name":"Void Walker Execution Effect","category":"Animation","price":"800 Coins","unitsSold":"6,120","gross":"48,960"}}
+{"op":"add","path":"/state/bestSellingItems/3","value":{"id":"4","name":"Neon Dragon Weapon Wrap","category":"Epic Weapon Skin","price":"500 Coins","unitsSold":"4,300","gross":"21,500"}}
+{"op":"add","path":"/elements/store-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["pie-header","store-pie"]}}
+{"op":"add","path":"/elements/pie-header","value":{"type":"CardHeader","props":{"title":"Store Revenue Share","subtitle":"Revenue distribution by category"}}}
+{"op":"add","path":"/elements/store-pie","value":{"type":"PieChart","props":{"labels":["Character Skins","Battle Passes","Weapon Skins","Emotes & Finishes"],"values":[45,30,15,10],"variant":"donut"}}}
+{"op":"add","path":"/elements/econ-details-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["econ-header","econ-callout"]}}
+{"op":"add","path":"/elements/econ-header","value":{"type":"CardHeader","props":{"title":"12. Economy & Currency Sink Health","subtitle":"Analysis of soft vs hard currency velocity and faucet balance"}}}
+{"op":"add","path":"/elements/econ-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Soft Currency Inflation Warning (+2.1% daily)","description":"Match rewards from the weekend XP event injected +850M Gold into player balances. Recommend launching limited-time Gold Sink crafting events to lower liquidity."}}}
+{"op":"add","path":"/elements/moderation-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["events-section","moderation-grid"]}}
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"9. Live Events Running & Upcoming","subtitle":"Current in-game playlists, drops, and scheduled operators"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/liveEvents","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["event-left","event-right"]}}
+{"op":"add","path":"/elements/event-left","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["event-title","event-schedule"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"TextContent","props":{"size":"large","text":{"$template":"${name}"}},"children":[]}}
+{"op":"add","path":"/elements/event-schedule","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Type: ${type} | Schedule: ${schedule}"}},"children":[]}}
+{"op":"add","path":"/elements/event-right","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Active Now"},"$then":"success","$else":"info"}}}}
+{"op":"add","path":"/state/liveEvents","value":[]}
+{"op":"add","path":"/state/liveEvents/0","value":{"id":"1","name":"Cyberpunk Heist LTM","type":"Limited Time Mode","schedule":"Oct 12 - Oct 26","status":"Active Now"}}
+{"op":"add","path":"/state/liveEvents/1","value":{"id":"2","name":"Double XP Weekend Blitz","type":"Global Modifier","schedule":"Oct 20 - Oct 22","status":"Active Now"}}
+{"op":"add","path":"/state/liveEvents/2","value":{"id":"3","name":"Halloween Shadowfall Raid","type":"Seasonal Event","schedule":"Oct 28 - Nov 10","status":"Upcoming"}}
+{"op":"add","path":"/elements/moderation-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["reports-card","appeals-card"]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["reports-header","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"10. Player Reports Awaiting Review","subtitle":"Flagged toxic behavior, cheating, and exploit reports"}}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/playerReports","key":"id"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["report-top","report-desc","report-actions"]}}
+{"op":"add","path":"/elements/report-top","value":{"type":"Card","props":{"direction":"row","justify":"between"},"children":["report-user","report-category"]}}
+{"op":"add","path":"/elements/report-user","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"Target: ${reportedUser} (by ${reporter})"}},"children":[]}}
+{"op":"add","path":"/elements/report-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/report-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Reason: ${reason}"}},"children":[]}}
+{"op":"add","path":"/elements/report-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"end"},"children":["report-dismiss-btn","report-ban-btn"]}}
+{"op":"add","path":"/elements/report-dismiss-btn","value":{"type":"Button","props":{"label":"Dismiss","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/playerReports","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/report-ban-btn","value":{"type":"Button","props":{"label":"Issue 7D Ban","variant":"secondary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/playerReports","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/playerReports","value":[]}
+{"op":"add","path":"/state/playerReports/0","value":{"id":"1","reportedUser":"xX_ShadowGamer_Xx","reporter":"Player9921","category":"Aimbot / Speedhack","reason":"In-game telemetry flagged 98% headshot accuracy over 40 kills."}}
+{"op":"add","path":"/state/playerReports/1","value":{"id":"2","reportedUser":"NoobDestroyer2024","reporter":"TeamMate_01","category":"Griefing / Voice Toxicity","reason":"Repeated match sabotage and toxic voice chat violations."}}
+{"op":"add","path":"/state/playerReports/2","value":{"id":"3","reportedUser":"GlitchMaster_9","reporter":"AdminBot","category":"Economy Exploit","reason":"Duping cosmetic crafting materials via disconnect bug."}}
+{"op":"add","path":"/elements/appeals-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["appeals-header","appeals-list"]}}
+{"op":"add","path":"/elements/appeals-header","value":{"type":"CardHeader","props":{"title":"11. Ban Appeals Awaiting Review","subtitle":"Pending ticket queue for account penalty disputes"}}}
+{"op":"add","path":"/elements/appeals-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/banAppeals","key":"id"},"children":["appeal-item"]}}
+{"op":"add","path":"/elements/appeal-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["appeal-top","appeal-reason","appeal-actions"]}}
+{"op":"add","path":"/elements/appeal-top","value":{"type":"Card","props":{"direction":"row","justify":"between"},"children":["appeal-user","appeal-ban-type"]}}
+{"op":"add","path":"/elements/appeal-user","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"User: ${username} (${ticketId})"}},"children":[]}}
+{"op":"add","path":"/elements/appeal-ban-type","value":{"type":"Tag","props":{"text":{"$item":"originalReason"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/appeal-reason","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Appeal Statement: \"${appealText}\""}},"children":[]}}
+{"op":"add","path":"/elements/appeal-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"end"},"children":["appeal-reject-btn","appeal-unban-btn"]}}
+{"op":"add","path":"/elements/appeal-reject-btn","value":{"type":"Button","props":{"label":"Reject Appeal","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/banAppeals","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/appeal-unban-btn","value":{"type":"Button","props":{"label":"Unban Player","variant":"primary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/banAppeals","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/banAppeals","value":[]}
+{"op":"add","path":"/state/banAppeals/0","value":{"id":"1","username":"Vortex_Pilot","ticketId":"#APP-8841","originalReason":"HWID Ban (Cheating)","appealText":"My account was compromised last week during the credential leak. I have secured 2FA now."}}
+{"op":"add","path":"/state/banAppeals/1","value":{"id":"2","username":"StarLord_99","ticketId":"#APP-8849","originalReason":"Chat Mute (30 Days)","appealText":"It was a friendly banter in a premade squad room with my real life friends."}}
+{"op":"add","path":"/elements/patch-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["experiments-card","draft-patch-card"]}}
+{"op":"add","path":"/elements/experiments-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["exp-header","exp-list"]}}
+{"op":"add","path":"/elements/exp-header","value":{"type":"CardHeader","props":{"title":"13. Results of Running Experiments (A/B Tests)","subtitle":"Live cohort performance and metric delta evaluation"}}}
+{"op":"add","path":"/elements/exp-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/experiments","key":"id"},"children":["exp-item"]}}
+{"op":"add","path":"/elements/exp-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["exp-title-row","exp-metrics","exp-status"]}}
+{"op":"add","path":"/elements/exp-title-row","value":{"type":"Card","props":{"direction":"row","justify":"between"},"children":["exp-name","exp-sample"]}}
+{"op":"add","path":"/elements/exp-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${name}"}},"children":[]}}
+{"op":"add","path":"/elements/exp-sample","value":{"type":"Tag","props":{"text":{"$template":"Sample Size: ${sampleSize}"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/exp-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["variant-a-card","variant-b-card"]}}
+{"op":"add","path":"/elements/variant-a-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["va-title","va-stat"]}}
+{"op":"add","path":"/elements/va-title","value":{"type":"TextContent","props":{"size":"small","text":"Control (Variant A)"},"children":[]}}
+{"op":"add","path":"/elements/va-stat","value":{"type":"TextContent","props":{"size":"large","text":{"$template":"${variantA}"}},"children":[]}}
+{"op":"add","path":"/elements/variant-b-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["vb-title","vb-stat"]}}
+{"op":"add","path":"/elements/vb-title","value":{"type":"TextContent","props":{"size":"small","text":"Test (Variant B)"},"children":[]}}
+{"op":"add","path":"/elements/vb-stat","value":{"type":"TextContent","props":{"size":"large","text":{"$template":"${variantB}"}},"children":[]}}
+{"op":"add","path":"/elements/exp-status","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Key Finding: ${conclusion}"}},"children":[]}}
+{"op":"add","path":"/state/experiments","value":[]}
+{"op":"add","path":"/state/experiments/0","value":{"id":"1","name":"EXP-104: Battle Pass Onboarding Flow","sampleSize":"150,000 players","variantA":"Control: 4.1% Conversion","variantB":"Variant B: 5.8% Conversion (+41% lift)","conclusion":"Variant B shortens tutorial by 2 steps, yielding statistically significant purchase uplift."}}
+{"op":"add","path":"/state/experiments/1","value":{"id":"2","name":"EXP-109: Dynamic Matchmaking Latency Cap","sampleSize":"300,000 players","variantA":"Control: 60ms Cap (Avg Wait 22s)","variantB":"Variant B: 40ms Cap (Avg Wait 38s)","conclusion":"Tighter ping caps improved session retention by +3% despite 16s longer queue times."}}
+{"op":"add","path":"/elements/draft-patch-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["patch-header","patch-form"]}}
+{"op":"add","path":"/elements/patch-header","value":{"type":"CardHeader","props":{"title":"14. Draft Patch Notes","subtitle":"Compose and preview community-facing release notes for upcoming build"}}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["patch-version-ctrl","patch-notes-ctrl","patch-actions-row"]}}
+{"op":"add","path":"/elements/patch-version-ctrl","value":{"type":"FormControl","props":{"label":"Patch Release Title & Version","input":"patch-title-input"},"children":[]}}
+{"op":"add","path":"/elements/patch-title-input","value":{"type":"Input","props":{"name":"patchTitle","placeholder":"e.g., Update 2.5 - Season of the Void","value":{"$bindState":"/patchDraft/title"}}}}
+{"op":"add","path":"/state/patchDraft","value":{"title":"Update v2.5.0 - Shadow Operations","content":"## Highlights\n- New Weapon: Energy DMR\n- Rebalanced SMG hip-fire accuracy\n- Fixed server memory leak in EU-Central node cluster"}}
+{"op":"add","path":"/elements/patch-notes-ctrl","value":{"type":"FormControl","props":{"label":"Patch Content (Markdown Supported)","input":"patch-body-input"},"children":[]}}
+{"op":"add","path":"/elements/patch-body-input","value":{"type":"TextArea","props":{"name":"patchBody","rows":6,"value":{"$bindState":"/patchDraft/content"}}}}
+{"op":"add","path":"/elements/patch-actions-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["patch-preview-drawer","save-draft-btn"]}}
+{"op":"add","path":"/elements/patch-preview-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"👁 Preview Formatting","title":"Patch Notes Preview","description":"Live preview of how players will see this update in the game launcher.","content":["patch-preview-markdown"]},"children":[]}}
+{"op":"add","path":"/elements/patch-preview-markdown","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/patchDraft/content"},"variant":"card"}}}
+{"op":"add","path":"/elements/save-draft-btn","value":{"type":"Button","props":{"label":"Save Draft & Schedule Publish","variant":"primary"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..79c3f643e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-game__r4.txt
@@ -0,0 +1,171 @@
+{"op":"add","path":"/root","value":"dashboard-container"}
+{"op":"add","path":"/elements/dashboard-container","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header","kpi-row-1","kpi-row-2","region-focus-banner","tabs-main"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Live-Ops Command Center","subtitle":"Aetheria Online • Real-time Operations & Monitoring"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["hotfix-dialog-trigger"]}}
+{"op":"add","path":"/elements/hotfix-dialog-trigger","value":{"type":"DialogBlock","props":{"triggerLabel":"🚀 Ship Hotfix","triggerVariant":"destructive","title":"Deploy Emergency Hotfix","description":"Deploy a targeted hotfix to live game servers. Requires confirmation."},"children":["hotfix-form"]}}
+{"op":"add","path":"/elements/hotfix-form","value":{"type":"Form","props":{"name":"hotfixForm","buttons":"hotfix-buttons","fields":["hotfix-target","hotfix-version","hotfix-notes","hotfix-bypass"]},"children":["hotfix-target","hotfix-version","hotfix-notes","hotfix-bypass","hotfix-buttons"]}}
+{"op":"add","path":"/elements/hotfix-target","value":{"type":"FormControl","props":{"label":"Target Region","hint":"Select region for hotfix deployment","input":"hotfix-target-select"}}}
+{"op":"add","path":"/elements/hotfix-target-select","value":{"type":"Select","props":{"name":"targetRegion","placeholder":"Select Region","items":["target-all","target-na","target-eu","target-asia","target-sa"]},"children":["target-all","target-na","target-eu","target-asia","target-sa"]}}
+{"op":"add","path":"/elements/target-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/target-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America (NA-East / NA-West)"}}}
+{"op":"add","path":"/elements/target-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe (EU-Central)"}}}
+{"op":"add","path":"/elements/target-asia","value":{"type":"SelectItem","props":{"value":"asia","label":"Asia-Pacific (AP-East)"}}}
+{"op":"add","path":"/elements/target-sa","value":{"type":"SelectItem","props":{"value":"sa","label":"South America (SA-East)"}}}
+{"op":"add","path":"/elements/hotfix-version","value":{"type":"FormControl","props":{"label":"Hotfix Build Version","hint":"e.g. v2.4.1-b402","input":"hotfix-version-input"}}}
+{"op":"add","path":"/elements/hotfix-version-input","value":{"type":"Input","props":{"name":"hotfixVersion","placeholder":"v2.4.1-patch1","value":"v2.4.1-patch1"}}}
+{"op":"add","path":"/elements/hotfix-notes","value":{"type":"FormControl","props":{"label":"Deployment Changelog","input":"hotfix-notes-input"}}}
+{"op":"add","path":"/elements/hotfix-notes-input","value":{"type":"TextArea","props":{"name":"hotfixNotes","placeholder":"Describe emergency changes...","rows":3,"value":"Fix critical memory leak in matchmaker daemon and resolve client crash on shop reload."}}}
+{"op":"add","path":"/elements/hotfix-bypass","value":{"type":"FormControl","props":{"label":"Deployment Safety Check","input":"hotfix-bypass-switch"}}}
+{"op":"add","path":"/elements/hotfix-bypass-switch","value":{"type":"SwitchGroup","props":{"name":"safetyBypass","items":["bypass-item"]}}}
+{"op":"add","path":"/elements/bypass-item","value":{"type":"SwitchItem","props":{"name":"bypassStage","label":"Bypass Staging Validation (Emergency Only)"}}}
+{"op":"add","path":"/elements/hotfix-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-deploy-hotfix"]}}
+{"op":"add","path":"/elements/btn-deploy-hotfix","value":{"type":"Button","props":{"label":"Execute Global Hotfix","type":"destructive","size":"medium"}}}
+{"op":"add","path":"/elements/kpi-row-1","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-ccu","kpi-dau-mau","kpi-rev","kpi-arpu"]}}
+{"op":"add","path":"/elements/kpi-ccu","value":{"type":"Card","props":{"variant":"card"},"children":["ccu-header","ccu-value","ccu-badge"]}}
+{"op":"add","path":"/elements/ccu-header","value":{"type":"TextContent","props":{"text":"**Players Online Now**","size":"small"}}}
+{"op":"add","path":"/elements/ccu-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/ccu} Concurrent"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ccu-badge","value":{"type":"Badge","props":{"text":"🟢 98.4% Peak Load","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-dau-mau","value":{"type":"Card","props":{"variant":"card"},"children":["daumau-header","daumau-value","daumau-sub"]}}
+{"op":"add","path":"/elements/daumau-header","value":{"type":"TextContent","props":{"text":"**Active Players (DAU / MAU)**","size":"small"}}}
+{"op":"add","path":"/elements/daumau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/dau} / ${/kpi/mau}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/daumau-sub","value":{"type":"TextContent","props":{"text":"DAU/MAU Stickiness: 27.2%","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"card"},"children":["rev-header","rev-value","rev-badge"]}}
+{"op":"add","path":"/elements/rev-header","value":{"type":"TextContent","props":{"text":"**Revenue Today**","size":"small"}}}
+{"op":"add","path":"/elements/rev-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpi/revToday}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/rev-badge","value":{"type":"Badge","props":{"text":"+14.2% vs yesterday","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"card"},"children":["arpu-header","arpu-value","arpu-sub"]}}
+{"op":"add","path":"/elements/arpu-header","value":{"type":"TextContent","props":{"text":"**Revenue Per User (ARPU / ARPPU)**","size":"small"}}}
+{"op":"add","path":"/elements/arpu-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpi/arpu} / $${/kpi/arppu}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/arpu-sub","value":{"type":"TextContent","props":{"text":"Pay Conversion Rate: 4.8%","size":"small"}}}
+{"op":"add","path":"/state/kpi","value":{"ccu":"142,890","dau":"1.24M","mau":"4.55M","revToday":"184,320","arpu":"0.15","arppu":"3.12"}}
+{"op":"add","path":"/elements/kpi-row-2","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-inflation","kpi-crash","kpi-session"]}}
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"card"},"children":["inf-header","inf-value","inf-callout"]}}
+{"op":"add","path":"/elements/inf-header","value":{"type":"TextContent","props":{"text":"**Currency Inflation (Gold Net Flow)**","size":"small"}}}
+{"op":"add","path":"/elements/inf-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/inflationRate} Inflation Rate"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/inf-callout","value":{"type":"Tag","props":{"text":"Sink / Faucet Deficit: -3.2M Gold","variant":"warning"}}}
+{"op":"add","path":"/elements/kpi-crash","value":{"type":"Card","props":{"variant":"card"},"children":["crash-header","crash-value","crash-badge"]}}
+{"op":"add","path":"/elements/crash-header","value":{"type":"TextContent","props":{"text":"**Overall Crash Rate**","size":"small"}}}
+{"op":"add","path":"/elements/crash-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/crashRate}% of sessions"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/crash-badge","value":{"type":"Badge","props":{"text":"Target: <0.50%","variant":"outline"}}}
+{"op":"add","path":"/elements/kpi-session","value":{"type":"Card","props":{"variant":"card"},"children":["sess-header","sess-value","sess-sub"]}}
+{"op":"add","path":"/elements/sess-header","value":{"type":"TextContent","props":{"text":"**Avg Session Length**","size":"small"}}}
+{"op":"add","path":"/elements/sess-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/avgSession} mins"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sess-sub","value":{"type":"TextContent","props":{"text":"2-Week Mean: 41.8 min","size":"small"}}}
+{"op":"add","path":"/state/kpi/inflationRate","value":"+2.4% / wk"}
+{"op":"add","path":"/state/kpi/crashRate","value":"0.38"}
+{"op":"add","path":"/state/kpi/avgSession","value":"44.2"}
+{"op":"add","path":"/elements/region-focus-banner","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["region-focus-left","region-focus-select"]}}
+{"op":"add","path":"/elements/region-focus-left","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["region-focus-label","region-focus-active"]}}
+{"op":"add","path":"/elements/region-focus-label","value":{"type":"TextContent","props":{"text":"🎯 **Region Focus Mode:**","size":"default"}}}
+{"op":"add","path":"/elements/region-focus-active","value":{"type":"Badge","props":{"text":{"$template":"Current Focus: ${/selectedRegion}"},"variant":"default"}}}
+{"op":"add","path":"/elements/region-focus-select","value":{"type":"Select","props":{"name":"focusRegionSelect","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-na","opt-eu","opt-asia","opt-sa"],"size":"small"},"children":["opt-all","opt-na","opt-eu","opt-asia","opt-sa"]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"Global (All Regions)","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America (NA)"}}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe (EU)"}}}
+{"op":"add","path":"/elements/opt-asia","value":{"type":"SelectItem","props":{"value":"Asia-Pacific","label":"Asia-Pacific (APAC)"}}}
+{"op":"add","path":"/elements/opt-sa","value":{"type":"SelectItem","props":{"value":"South America","label":"South America (SA)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"Global (All Regions)"}
+{"op":"add","path":"/elements/tabs-main","value":{"type":"Tabs","props":{"items":["tab-servers","tab-analytics","tab-economy","tab-moderation","tab-patchnotes"]},"children":["tab-servers","tab-analytics","tab-economy","tab-moderation","tab-patchnotes"]}}
+{"op":"add","path":"/elements/tab-servers","value":{"type":"TabItem","props":{"value":"servers","trigger":"🖥️ Server Health & Regions","content":["servers-content"]},"children":["servers-content"]}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"value":"analytics","trigger":"📈 Analytics & Crashes","content":["analytics-content"]},"children":["analytics-content"]}}
+{"op":"add","path":"/elements/tab-economy","value":{"type":"TabItem","props":{"value":"economy","trigger":"💎 Economy, Store & Events","content":["economy-content"]},"children":["economy-content"]}}
+{"op":"add","path":"/elements/tab-moderation","value":{"type":"TabItem","props":{"value":"moderation","trigger":"🛡️ Moderation & Appeals","content":["moderation-content"]},"children":["moderation-content"]}}
+{"op":"add","path":"/elements/tab-patchnotes","value":{"type":"TabItem","props":{"value":"patchnotes","trigger":"📝 Patch Notes Studio","content":["patchnotes-content"]},"children":["patchnotes-content"]}}
+{"op":"add","path":"/elements/servers-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["server-health-header","server-grid"]}}
+{"op":"add","path":"/elements/server-health-header","value":{"type":"Heading","props":{"text":"Server Region Health & Real-Time Status","level":"h3"}}}
+{"op":"add","path":"/elements/server-grid","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/servers","key":"id"},"children":["server-card"]}}
+{"op":"add","path":"/elements/server-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["server-info","server-stats","server-actions"]}}
+{"op":"add","path":"/elements/server-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["server-name","server-status-badge"]}}
+{"op":"add","path":"/elements/server-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (${code})"},"size":"large"}}}
+{"op":"add","path":"/elements/server-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":{"$template":"/servers/${$index}/status"},"eq":"Healthy"},"$then":"default","$else":"destructive"}}}}
+{"op":"add","path":"/elements/server-stats","value":{"type":"Card","props":{"direction":"row","gap":"xl"},"children":["stat-ping","stat-load","stat-nodes"]}}
+{"op":"add","path":"/elements/stat-ping","value":{"type":"Card","props":{"direction":"column"},"children":["ping-label","ping-val"]}}
+{"op":"add","path":"/elements/ping-label","value":{"type":"TextContent","props":{"text":"Avg Latency","size":"small"}}}
+{"op":"add","path":"/elements/ping-val","value":{"type":"TextContent","props":{"text":{"$template":"${latency} ms"},"size":"default"}}}
+{"op":"add","path":"/elements/stat-load","value":{"type":"Card","props":{"direction":"column"},"children":["load-label","load-val"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Capacity Load","size":"small"}}}
+{"op":"add","path":"/elements/load-val","value":{"type":"TextContent","props":{"text":{"$template":"${load}%"},"size":"default"}}}
+{"op":"add","path":"/elements/stat-nodes","value":{"type":"Card","props":{"direction":"column"},"children":["nodes-label","nodes-val"]}}
+{"op":"add","path":"/elements/nodes-label","value":{"type":"TextContent","props":{"text":"Active Pods","size":"small"}}}
+{"op":"add","path":"/elements/nodes-val","value":{"type":"TextContent","props":{"text":{"$template":"${pods} instance units"},"size":"default"}}}
+{"op":"add","path":"/elements/server-actions","value":{"type":"Button","props":{"label":"Focus Region","size":"small","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRegion","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/servers","value":[]}
+{"op":"add","path":"/state/servers/0","value":{"id":"s1","name":"North America","code":"NA-East / West","status":"Healthy","latency":"24","load":"82","pods":"142"}}
+{"op":"add","path":"/state/servers/1","value":{"id":"s2","name":"Europe","code":"EU-Central","status":"Healthy","latency":"38","load":"74","pods":"118"}}
+{"op":"add","path":"/state/servers/2","value":{"id":"s3","name":"Asia-Pacific","code":"AP-East","status":"Degraded","latency":"112","load":"96","pods":"160"}}
+{"op":"add","path":"/state/servers/3","value":{"id":"s4","name":"South America","code":"SA-East","status":"Healthy","latency":"55","load":"48","pods":"42"}}
+{"op":"add","path":"/elements/analytics-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["session-chart-card","crash-rate-card"]}}
+{"op":"add","path":"/elements/session-chart-card","value":{"type":"Card","props":{"variant":"card"},"children":["session-chart-title","session-line-chart"]}}
+{"op":"add","path":"/elements/session-chart-title","value":{"type":"CardHeader","props":{"title":"Session Length Trend (Past 14 Days)","subtitle":"Average play duration in minutes per active daily user"}}}
+{"op":"add","path":"/elements/session-line-chart","value":{"type":"LineChart","props":{"labels":["14d ago","12d ago","10d ago","8d ago","6d ago","4d ago","2d ago","Today"],"series":["series-session-length"],"xLabel":"Days","yLabel":"Minutes"},"children":["series-session-length"]}}
+{"op":"add","path":"/elements/series-session-length","value":{"type":"Series","props":{"category":"Avg Minutes","values":[38,40,41,39,45,43,42,44]}}}
+{"op":"add","path":"/elements/crash-rate-card","value":{"type":"Card","props":{"variant":"card"},"children":["crash-chart-title","crash-bar-chart"]}}
+{"op":"add","path":"/elements/crash-chart-title","value":{"type":"CardHeader","props":{"title":"Crash Rate by Game Client Version","subtitle":"Crashes per 1,000 player sessions"}}}
+{"op":"add","path":"/elements/crash-bar-chart","value":{"type":"BarChart","props":{"labels":["v2.3.8 (Legacy)","v2.4.0 (Live Core)","v2.4.1 (Latest)","v2.5.0-beta"],"series":["series-crash-rate"],"xLabel":"App Version","yLabel":"Crash %"},"children":["series-crash-rate"]}}
+{"op":"add","path":"/elements/series-crash-rate","value":{"type":"Series","props":{"category":"Crash Rate %","values":[1.42,0.58,0.24,2.15]}}}
+{"op":"add","path":"/elements/economy-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["store-and-events-row","experiments-section"]}}
+{"op":"add","path":"/elements/store-and-events-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["best-sellers-card","live-events-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["sellers-title","sellers-list"]}}
+{"op":"add","path":"/elements/sellers-title","value":{"type":"CardHeader","props":{"title":"Best-Selling In-Game Items","subtitle":"Top revenue generators today"}}}
+{"op":"add","path":"/elements/sellers-list","value":{"type":"ListBlock","props":{"variant":"image","items":["seller-item-1","seller-item-2","seller-item-3","seller-item-4"]},"children":["seller-item-1","seller-item-2","seller-item-3","seller-item-4"]}}
+{"op":"add","path":"/elements/seller-item-1","value":{"type":"ListItem","props":{"title":"Battle Pass Tier Bundle (S6)","subtitle":"Revenue: $62,400","actionLabel":"31,200 units"}}}
+{"op":"add","path":"/elements/seller-item-2","value":{"type":"ListItem","props":{"title":"Voidwalker Mythic Skin","subtitle":"Revenue: $48,150","actionLabel":"19,260 units"}}}
+{"op":"add","path":"/elements/seller-item-3","value":{"type":"ListItem","props":{"title":"5,000 + 1,000 Bonus Gems","subtitle":"Revenue: $39,800","actionLabel":"7,960 units"}}}
+{"op":"add","path":"/elements/seller-item-4","value":{"type":"ListItem","props":{"title":"Dragon Slayer Mount","subtitle":"Revenue: $21,100","actionLabel":"14,066 units"}}}
+{"op":"add","path":"/elements/live-events-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["events-title","events-accordion"]}}
+{"op":"add","path":"/elements/events-title","value":{"type":"CardHeader","props":{"title":"Live & Upcoming Events","subtitle":"Active game modifiers and seasonal ops"}}}
+{"op":"add","path":"/elements/events-accordion","value":{"type":"Accordion","props":{"items":["event-active-1","event-active-2","event-upcoming-1"]},"children":["event-active-1","event-active-2","event-upcoming-1"]}}
+{"op":"add","path":"/elements/event-active-1","value":{"type":"AccordionItem","props":{"value":"evt1","trigger":"🟢 LIVE: Double XP Weekend (All Modes)","content":["evt1-details"]},"children":["evt1-details"]}}
+{"op":"add","path":"/elements/evt1-details","value":{"type":"TextContent","props":{"text":"**Status:** Active (Ends in 14 hours)\n**Impact:** +34% Match Completion, +22% Engagement\n**Target:** Global Server Network"}}}
+{"op":"add","path":"/elements/event-active-2","value":{"type":"AccordionItem","props":{"value":"evt2","trigger":"🟢 LIVE: Shadow Realm Boss Raid","content":["evt2-details"]},"children":["evt2-details"]}}
+{"op":"add","path":"/elements/evt2-details","value":{"type":"TextContent","props":{"text":"**Status:** Active (Day 3 of 7)\n**Impact:** 410,000 Raid completions\n**Reward Sink:** 12.5M Gold drained from economy"}}}
+{"op":"add","path":"/elements/event-upcoming-1","value":{"type":"AccordionItem","props":{"value":"evt3","trigger":"🗓️ UPCOMING: Lunar New Year Festival (Starts Feb 10)","content":["evt3-details"]},"children":["evt3-details"]}}
+{"op":"add","path":"/elements/evt3-details","value":{"type":"TextContent","props":{"text":"**Status:** Staged / Scheduled\n**Assets:** Bundle v2.4.2 prepared\n**Expected Lift:** +45% Monetization"}}}
+{"op":"add","path":"/elements/experiments-section","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["exp-title","exp-cards-row"]}}
+{"op":"add","path":"/elements/exp-title","value":{"type":"CardHeader","props":{"title":"Running A/B Experiments","subtitle":"Active live-ops experiments and impact metrics"}}}
+{"op":"add","path":"/elements/exp-cards-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["exp-card-1","exp-card-2"]}}
+{"op":"add","path":"/elements/exp-card-1","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["exp1-name","exp1-status","exp1-desc","exp1-results"]}}
+{"op":"add","path":"/elements/exp1-name","value":{"type":"Heading","props":{"text":"EXP-104: Dynamic Onboarding Tutorial","level":"h4"}}}
+{"op":"add","path":"/elements/exp1-status","value":{"type":"Badge","props":{"text":"Variant B Winning (+8.4% D1 Retention)","variant":"default"}}}
+{"op":"add","path":"/elements/exp1-desc","value":{"type":"TextContent","props":{"text":"Testing streamlined 3-minute combat tutorial vs original 7-minute intro. Sample size: 120k new players."}}}
+{"op":"add","path":"/elements/exp1-results","value":{"type":"Callout","props":{"variant":"success","title":"Statistically Significant Result","description":"Variant B shows +8.4% D1 retention (p < 0.001) and +12% shop conversion during first session."}}}
+{"op":"add","path":"/elements/exp-card-2","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["exp2-name","exp2-status","exp2-desc","exp2-results"]}}
+{"op":"add","path":"/elements/exp2-name","value":{"type":"Heading","props":{"text":"EXP-108: Store Item Layout & Discount Badging","level":"h4"}}}
+{"op":"add","path":"/elements/exp2-status","value":{"type":"Badge","props":{"text":"Inconclusive / Neutral","variant":"secondary"}}}
+{"op":"add","path":"/elements/exp2-desc","value":{"type":"TextContent","props":{"text":"Testing grid layout vs horizontal carousel for cosmetic bundles. Sample size: 85k active spenders."}}}
+{"op":"add","path":"/elements/exp2-results","value":{"type":"Callout","props":{"variant":"neutral","title":"Collection In Progress","description":"ARPU delta is currently +0.8% (p = 0.24). Recommending 48 additional hours of runtime."}}}
+{"op":"add","path":"/elements/moderation-content","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["reports-card","appeals-card"]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["reports-header","reports-table"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Player Reports Awaiting Review","subtitle":"142 pending toxicity & cheat reports"}}}
+{"op":"add","path":"/elements/reports-table","value":{"type":"Table","props":{"columns":["col-rep-id","col-rep-player","col-rep-type","col-rep-time","col-rep-action"]},"children":["col-rep-id","col-rep-player","col-rep-type","col-rep-time","col-rep-action"]}}
+{"op":"add","path":"/elements/col-rep-id","value":{"type":"Col","props":{"label":"Report ID","data":["#REP-8821","#REP-8822","#REP-8823","#REP-8824"],"type":"string"}}}
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+{"op":"add","path":"/elements/col-rep-type","value":{"type":"Col","props":{"label":"Category","data":["Speed Hack / ESP","Hate Speech","Griefing","Real Money Trade"],"type":"string"}}}
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+{"op":"add","path":"/elements/col-rep-action","value":{"type":"Col","props":{"label":"Priority","data":["🔴 High","🟡 Medium","🟢 Low","🔴 High"],"type":"string"}}}
+{"op":"add","path":"/elements/appeals-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["appeals-header","appeals-table"]}}
+{"op":"add","path":"/elements/appeals-header","value":{"type":"CardHeader","props":{"title":"Ban Appeals Awaiting Review","subtitle":"38 pending player ban appeals"}}}
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+{"op":"add","path":"/elements/col-app-id","value":{"type":"Col","props":{"label":"Appeal ID","data":["#APL-1204","#APL-1205","#APL-1206","#APL-1207"],"type":"string"}}}
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+{"op":"add","path":"/elements/col-app-reason","value":{"type":"Col","props":{"label":"Original Ban Reason","data":["Third-Party Overlay","Chat Harassment","Botting Suspicion","Exploit Abuse"],"type":"string"}}}
+{"op":"add","path":"/elements/col-app-date","value":{"type":"Col","props":{"label":"Submitted","data":["2h ago","3h ago","5h ago","8h ago"],"type":"string"}}}
+{"op":"add","path":"/elements/col-app-status","value":{"type":"Col","props":{"label":"Status","data":["Needs Audit","Needs Audit","Needs Audit","Needs Audit"],"type":"string"}}}
+{"op":"add","path":"/elements/patchnotes-content","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["patch-editor-card","patch-preview-card"]}}
+{"op":"add","path":"/elements/patch-editor-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["editor-title","patch-form"]}}
+{"op":"add","path":"/elements/editor-title","value":{"type":"CardHeader","props":{"title":"Patch Notes Draft Editor","subtitle":"Draft client & server release notes for community broadcast"}}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Form","props":{"name":"patchNotesForm","buttons":"patch-form-buttons","fields":["field-version","field-title","field-markdown"]},"children":["field-version","field-title","field-markdown","patch-form-buttons"]}}
+{"op":"add","path":"/elements/field-version","value":{"type":"FormControl","props":{"label":"Target Release Version","input":"input-patch-version"}}}
+{"op":"add","path":"/elements/input-patch-version","value":{"type":"Input","props":{"name":"patchVersion","value":{"$bindState":"/draftPatch/version"}}}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Patch Headline Title","input":"input-patch-title"}}}
+{"op":"add","path":"/elements/input-patch-title","value":{"type":"Input","props":{"name":"patchTitle","value":{"$bindState":"/draftPatch/title"}}}}
+{"op":"add","path":"/elements/field-markdown","value":{"type":"FormControl","props":{"label":"Changelog Content (Markdown)","input":"textarea-patch-body"}}}
+{"op":"add","path":"/elements/textarea-patch-body","value":{"type":"TextArea","props":{"name":"patchBody","rows":10,"value":{"$bindState":"/draftPatch/body"}}}}
+{"op":"add","path":"/elements/patch-form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-save-draft","btn-publish-patch"]}}
+{"op":"add","path":"/elements/btn-save-draft","value":{"type":"Button","props":{"label":"Save Draft","variant":"secondary"}}}
+{"op":"add","path":"/elements/btn-publish-patch","value":{"type":"Button","props":{"label":"Publish Patch Notes","variant":"primary"}}}
+{"op":"add","path":"/elements/patch-preview-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["preview-title","preview-render"]}}
+{"op":"add","path":"/elements/preview-title","value":{"type":"CardHeader","props":{"title":"Live Community Preview","subtitle":"How players will see this update in launcher"}}}
+{"op":"add","path":"/elements/preview-render","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$template":"# Update ${/draftPatch/version}: ${/draftPatch/title}\n\n${/draftPatch/body}"},"variant":"sunk"}}}
+{"op":"add","path":"/state/draftPatch","value":{"version":"2.4.2","title":"Shadows of Aetheria & Balance Tuning","body":"### ⚔️ New Features & Content\n- **Shadow Realm Raid Boss** now available for Level 60+ guilds.\n- Added 12 new seasonal cosmetics to the honor store.\n\n### ⚖️ Hero Balance Adjustments\n- **Frost Mage:** Reduced *Ice Nova* freeze duration from 2.5s to 2.0s.\n- **Paladin:** Increased *Holy Shield* cooldown by 3 seconds.\n\n### 🐛 Bug Fixes & Quality of Life\n- Fixed crash when changing graphical settings in matchmaking queue.\n- Improved EU-Central server tick stability under heavy load."}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..aa7d16430
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,184 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","alerts-section","kpi-grid","main-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["title-block","header-actions"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["title-heading","title-sub"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"Factory Supervisor Console","level":"h1"}}}
+{"op":"add","path":"/elements/title-sub","value":{"type":"TextContent","props":{"text":"Plant Alpha — Live Floor Monitoring & Operations","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["export-report-dialog","focus-line-select"]}}
+{"op":"add","path":"/elements/export-report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Shift Report","triggerVariant":"outline","title":"Export Shift Report","description":"Generate and download today's production summary report.","content":["export-form"]}}
+{"op":"add","path":"/elements/export-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["export-format-control","export-shift-control","export-btn"]}}
+{"op":"add","path":"/elements/export-format-control","value":{"type":"FormControl","props":{"label":"Report Format","input":"export-format-select"}}}
+{"op":"add","path":"/elements/export-format-select","value":{"type":"Select","props":{"name":"exportFormat","value":{"$bindState":"/export/format"},"items":["opt-pdf","opt-csv","opt-xlsx"]}}}
+{"op":"add","path":"/elements/opt-pdf","value":{"type":"SelectItem","props":{"value":"pdf","label":"PDF Document (.pdf)"}}}
+{"op":"add","path":"/elements/opt-csv","value":{"type":"SelectItem","props":{"value":"csv","label":"CSV Raw Data (.csv)"}}}
+{"op":"add","path":"/elements/opt-xlsx","value":{"type":"SelectItem","props":{"value":"xlsx","label":"Excel Spreadsheet (.xlsx)"}}}
+{"op":"add","path":"/elements/export-shift-control","value":{"type":"FormControl","props":{"label":"Select Shift","input":"export-shift-select"}}}
+{"op":"add","path":"/elements/export-shift-select","value":{"type":"Select","props":{"name":"exportShift","value":{"$bindState":"/export/shift"},"items":["opt-shift-curr","opt-shift-1","opt-shift-2","opt-shift-3"]}}}
+{"op":"add","path":"/elements/opt-shift-curr","value":{"type":"SelectItem","props":{"value":"current","label":"Current Shift (Shift 2)"}}}
+{"op":"add","path":"/elements/opt-shift-1","value":{"type":"SelectItem","props":{"value":"shift1","label":"Shift 1 (Morning)"}}}
+{"op":"add","path":"/elements/opt-shift-2","value":{"type":"SelectItem","props":{"value":"shift2","label":"Shift 2 (Afternoon)"}}}
+{"op":"add","path":"/elements/opt-shift-3","value":{"type":"SelectItem","props":{"value":"shift3","label":"Shift 3 (Night)"}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Download Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/export/status","value":"Report exported successfully!"}}}}}
+{"op":"add","path":"/state/export","value":{"format":"pdf","shift":"current","status":""}}
+{"op":"add","path":"/elements/focus-line-select","value":{"type":"FormControl","props":{"label":"Focus Line View","input":"line-focus-dropdown"}}}
+{"op":"add","path":"/elements/line-focus-dropdown","value":{"type":"Select","props":{"name":"focusLine","value":{"$bindState":"/selectedLine"},"placeholder":"All Production Lines","items":["line-opt-all","line-opt-1","line-opt-2","line-opt-3","line-opt-4"]}}}
+{"op":"add","path":"/elements/line-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Production Lines"}}}
+{"op":"add","path":"/elements/line-opt-1","value":{"type":"SelectItem","props":{"value":"line-1","label":"Line 1 - Stamping"}}}
+{"op":"add","path":"/elements/line-opt-2","value":{"type":"SelectItem","props":{"value":"line-2","label":"Line 2 - Molding"}}}
+{"op":"add","path":"/elements/line-opt-3","value":{"type":"SelectItem","props":{"value":"line-3","label":"Line 3 - Assembly A"}}}
+{"op":"add","path":"/elements/line-opt-4","value":{"type":"SelectItem","props":{"value":"line-4","label":"Line 4 - Packaging"}}}
+{"op":"add","path":"/state/selectedLine","value":"all"}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-title","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-title","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["alerts-heading","alerts-badge"]}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/alerts-badge","value":{"type":"Badge","props":{"text":"2 Active","variant":"destructive"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":{"$item":"severity"}}}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"a1","title":"Andon Cord Pulled — Line 2 Molding","description":"Hydraulic pressure drop detected at Station 4. Operator called for maintenance.","severity":"destructive"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"a2","title":"Material Low Warning — Line 3 Assembly","description":"Resin bin #2 level below 15%. Automated reorder triggered.","severity":"warning"}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-output","kpi-safety","kpi-energy"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["oee-head","oee-progress","oee-metrics"]}}
+{"op":"add","path":"/elements/oee-head","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["oee-label","oee-badge"]}}
+{"op":"add","path":"/elements/oee-label","value":{"type":"Heading","props":{"text":"1. Overall Equipment Effectiveness (OEE)","level":"h4"}}}
+{"op":"add","path":"/elements/oee-badge","value":{"type":"Tag","props":{"text":"Target: 85%","variant":"info"}}}
+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpi/oeeValue"},"label":{"$template":"Current OEE: ${/kpi/oeeValue}%"}}}}
+{"op":"add","path":"/elements/oee-metrics","value":{"type":"TextContent","props":{"text":"**Availability:** 92% | **Performance:** 89% | **Quality:** 97%","size":"small"}}}
+{"op":"add","path":"/elements/kpi-output","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["output-head","output-progress","output-metrics"]}}
+{"op":"add","path":"/elements/output-head","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["output-label","output-badge"]}}
+{"op":"add","path":"/elements/output-label","value":{"type":"Heading","props":{"text":"2. Daily Target vs Actual","level":"h4"}}}
+{"op":"add","path":"/elements/output-badge","value":{"type":"Tag","props":{"text":"On Track","variant":"success"}}}
+{"op":"add","path":"/elements/output-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpi/outputPct"},"label":{"$template":"${/kpi/unitsProduced} / ${/kpi/targetUnits} Units (${/kpi/outputPct}%)"}}}}
+{"op":"add","path":"/elements/output-metrics","value":{"type":"TextContent","props":{"text":"Current Shift target: 4,000 units | Remaining: 780 units","size":"small"}}}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["safety-head","safety-days","safety-text"]}}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["safety-head","safety-days","safety-text"]}}
+{"op":"add","path":"/elements/safety-head","value":{"type":"Heading","props":{"text":"10. Safety Metrics","level":"h4"}}}
+{"op":"add","path":"/elements/safety-days","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["safety-num","safety-label-box"]}}
+{"op":"add","path":"/elements/safety-num","value":{"type":"TextContent","props":{"text":"# 142","size":"large-heavy"}}}
+{"op":"add","path":"/elements/safety-label-box","value":{"type":"TextContent","props":{"text":"Days Since Last Incident\n(Safety Incidents This Year: **1**)","size":"small"}}}
+{"op":"add","path":"/elements/safety-text","value":{"type":"Badge","props":{"text":"Zero Harm Record Intact","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energy-head","energy-progress","energy-text"]}}
+{"op":"add","path":"/elements/energy-head","value":{"type":"Heading","props":{"text":"12. Energy Use Today","level":"h4"}}}
+{"op":"add","path":"/elements/energy-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpi/energyPct"},"label":{"$template":"${/kpi/energyUsed} kWh / ${/kpi/energyBudget} kWh Budget"}}}}
+{"op":"add","path":"/elements/energy-text","value":{"type":"TextContent","props":{"text":"Peak Demand: **420 kW** at 11:15 AM | Cost today: **$1,640**","size":"small"}}}
+{"op":"add","path":"/state/kpi","value":{"oeeValue":81.8,"unitsProduced":7220,"targetUnits":8000,"outputPct":90.25,"energyUsed":3280,"energyBudget":4000,"energyPct":82}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-floor","tab-quality","tab-maint","tab-supply"]}}}
+{"op":"add","path":"/elements/tab-floor","value":{"type":"TabItem","props":{"value":"floor","trigger":"3 & 9. Floor & Lines","content":["floor-tab-content"]}}}
+{"op":"add","path":"/elements/tab-quality","value":{"type":"TabItem","props":{"value":"quality","trigger":"4 & 11. Quality & Defects","content":["quality-tab-content"]}}}
+{"op":"add","path":"/elements/tab-maint","value":{"type":"TabItem","props":{"value":"maint","trigger":"5, 6, 13 & 14. Maintenance & Orders","content":["maint-tab-content"]}}}
+{"op":"add","path":"/elements/tab-supply","value":{"type":"TabItem","props":{"value":"supply","trigger":"7 & 8. Inventory & Deliveries","content":["supply-tab-content"]}}}
+{"op":"add","path":"/elements/floor-tab-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["focused-line-callout","lines-card","shift-card"]}}
+{"op":"add","path":"/elements/focused-line-callout","value":{"type":"Callout","props":{"variant":"info","title":"Filtered Focus View Active","description":{"$template":"Viewing detailed status and parameters for line selection: ${/selectedLine}"}},"visible":{"$state":"/selectedLine","neq":"all"}}
+{"op":"add","path":"/elements/lines-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["lines-heading","lines-list"]}}
+{"op":"add","path":"/elements/lines-heading","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["lines-title","lines-sub"]}}
+{"op":"add","path":"/elements/lines-title","value":{"type":"Heading","props":{"text":"3. Production Lines — Live Rate & Status","level":"h3"}}}
+{"op":"add","path":"/elements/lines-sub","value":{"type":"TextContent","props":{"text":"Real-time telemetry per production line","size":"small"}}}
+{"op":"add","path":"/elements/lines-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/productionLines","key":"id"},"children":["line-row"]}}
+{"op":"add","path":"/elements/line-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["line-info","line-stats","line-action"]}}
+{"op":"add","path":"/elements/line-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["line-name-badge","line-product"]}}
+{"op":"add","path":"/elements/line-name-badge","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["line-name","line-status-tag"]}}
+{"op":"add","path":"/elements/line-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/line-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}}}}
+{"op":"add","path":"/elements/line-product","value":{"type":"TextContent","props":{"text":{"$template":"Part: ${product} | Supervisor: ${supervisor}"},"size":"small"}}}
+{"op":"add","path":"/elements/line-stats","value":{"type":"Card","props":{"direction":"row","gap":"xl","align":"center"},"children":["line-rate","line-target"]}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"**Rate:** ${rate} units/hr"},"size":"default"}}}
+{"op":"add","path":"/elements/line-target","value":{"type":"TextContent","props":{"text":{"$template":"**Efficiency:** ${efficiency}%"},"size":"default"}}}
+{"op":"add","path":"/elements/line-action","value":{"type":"Button","props":{"label":"Focus Line","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedLine","value":{"$item":"id"}}}}}}
+{"op":"add","path":"/state/productionLines","value":[]}
+{"op":"add","path":"/state/productionLines/0","value":{"id":"line-1","name":"Line 1 — Stamping","status":"Running","statusVariant":"success","rate":450,"efficiency":94,"product":"Chassis Bracket A","supervisor":"M. Vance"}}
+{"op":"add","path":"/state/productionLines/1","value":{"id":"line-2","name":"Line 2 — Molding","status":"Andon Hold","statusVariant":"danger","rate":0,"efficiency":42,"product":"Housing Shell B","supervisor":"K. Patel"}}
+{"op":"add","path":"/state/productionLines/2","value":{"id":"line-3","name":"Line 3 — Assembly A","status":"Running","statusVariant":"success","rate":320,"efficiency":88,"product":"Sub-Assembly V3","supervisor":"D. Ross"}}
+{"op":"add","path":"/state/productionLines/3","value":{"id":"line-4","name":"Line 4 — Packaging","status":"Changeover","statusVariant":"warning","rate":180,"efficiency":71,"product":"Retail Box Sets","supervisor":"S. Gomez"}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-heading","shift-chart"]}}
+{"op":"add","path":"/elements/shift-heading","value":{"type":"Heading","props":{"text":"9. Shift Output Comparison","level":"h3"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Shift 1 (Morning)","Shift 2 (Afternoon - Active)","Shift 3 (Night)"],"series":["series-target","series-actual"],"xLabel":"Shift","yLabel":"Units Produced"}}}
+{"op":"add","path":"/elements/series-target","value":{"type":"Series","props":{"category":"Target","values":[4000,4000,3500]}}}
+{"op":"add","path":"/elements/series-actual","value":{"type":"Series","props":{"category":"Actual Output","values":[4120,3100,0]}}}
+{"op":"add","path":"/elements/quality-tab-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["quality-grid","holds-card"]}}
+{"op":"add","path":"/elements/quality-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["defect-chart-card","defect-summary-card"]}}
+{"op":"add","path":"/elements/defect-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["defect-heading","defect-chart"]}}
+{"op":"add","path":"/elements/defect-heading","value":{"type":"Heading","props":{"text":"4. Defect Rate Over Past Month (%)","level":"h3"}}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4 (Current)"],"series":["series-defect-rate","series-defect-threshold"],"xLabel":"Weekly Period","yLabel":"Defect Rate %"}}}
+{"op":"add","path":"/elements/series-defect-rate","value":{"type":"Series","props":{"category":"Actual Defect Rate %","values":[1.8,1.4,1.9,1.2]}}}
+{"op":"add","path":"/elements/series-defect-threshold","value":{"type":"Series","props":{"category":"Max Target (1.5%)","values":[1.5,1.5,1.5,1.5]}}}
+{"op":"add","path":"/elements/defect-summary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["defect-sum-head","defect-stat-1","defect-stat-2","defect-stat-3"]}}
+{"op":"add","path":"/elements/defect-sum-head","value":{"type":"Heading","props":{"text":"Defect Breakdown","level":"h4"}}}
+{"op":"add","path":"/elements/defect-stat-1","value":{"type":"TextCallout","props":{"variant":"success","title":"Current Rate: 1.2%","description":"Below 1.5% maximum tolerance limit"}}}
+{"op":"add","path":"/elements/defect-stat-2","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Top Defect Cause","description":"Surface scratch on Molding Line 2 (44% of total defects)"}}}
+{"op":"add","path":"/elements/defect-stat-3","value":{"type":"TextCallout","props":{"variant":"info","title":"Scrap Cost Month-to-Date","description":"$4,250 (Reduced by 12% vs last month)"}}}
+{"op":"add","path":"/elements/holds-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["holds-heading","holds-table"]}}
+{"op":"add","path":"/elements/holds-heading","value":{"type":"Heading","props":{"text":"11. Batches on Quality Hold","level":"h3"}}}
+{"op":"add","path":"/elements/holds-table","value":{"type":"Table","props":{"columns":["col-hold-batch","col-hold-line","col-hold-part","col-hold-reason","col-hold-qty","col-hold-status"]}}}
+{"op":"add","path":"/elements/col-hold-batch","value":{"type":"Col","props":{"label":"Batch ID","data":["#B-8802","#B-8819","#B-8830"],"type":"string"}}}
+{"op":"add","path":"/elements/col-hold-line","value":{"type":"Col","props":{"label":"Line","data":["Line 2 Molding","Line 1 Stamping","Line 3 Assembly"],"type":"string"}}}
+{"op":"add","path":"/elements/col-hold-part","value":{"type":"Col","props":{"label":"Part Name","data":["Housing Shell B","Chassis Bracket A","Sub-Assembly V3"],"type":"string"}}}
+{"op":"add","path":"/elements/col-hold-reason","value":{"type":"Col","props":{"label":"Hold Reason","data":["Dimensional variance","Material hardness","Missing fastener count"],"type":"string"}}}
+{"op":"add","path":"/elements/col-hold-qty","value":{"type":"Col","props":{"label":"Quantity","data":[450,1200,180],"type":"number"}}}
+{"op":"add","path":"/elements/col-hold-status","value":{"type":"Col","props":{"label":"Inspection Status","data":["Quarantine / Testing","Pending QA Sign-off","Rework Scheduled"],"type":"string"}}}
+{"op":"add","path":"/elements/maint-tab-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["maint-top-row","maint-bottom-row"]}}
+{"op":"add","path":"/elements/maint-top-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["downtime-chart-card","sched-maint-card"]}}
+{"op":"add","path":"/elements/downtime-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["downtime-heading","downtime-pie"]}}
+{"op":"add","path":"/elements/downtime-heading","value":{"type":"Heading","props":{"text":"5. Downtime Split by Cause (Hours)","level":"h3"}}}
+{"op":"add","path":"/elements/downtime-pie","value":{"type":"PieChart","props":{"labels":["Unplanned Mechanical","Tooling Change","Material Shortage","Operator Absence","Scheduled PM"],"values":[14.5,8.2,5.0,2.5,10.0],"variant":"donut"}}}
+{"op":"add","path":"/elements/sched-maint-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sched-heading","sched-form","sched-alert"]}}
+{"op":"add","path":"/elements/sched-heading","value":{"type":"Heading","props":{"text":"14. Schedule Maintenance","level":"h3"}}}
+{"op":"add","path":"/elements/sched-form","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sched-machine-control","sched-date-control","sched-type-control","sched-submit"]}}
+{"op":"add","path":"/elements/sched-machine-control","value":{"type":"FormControl","props":{"label":"Select Machine","input":"sched-machine-select"}}}
+{"op":"add","path":"/elements/sched-machine-select","value":{"type":"Select","props":{"name":"schedMachine","value":{"$bindState":"/sched/machine"},"placeholder":"Choose machine...","items":["m-opt-1","m-opt-2","m-opt-3","m-opt-4"]}}}
+{"op":"add","path":"/elements/m-opt-1","value":{"type":"SelectItem","props":{"value":"Press-01","label":"Stamping Press #1"}}}
+{"op":"add","path":"/elements/m-opt-2","value":{"type":"SelectItem","props":{"value":"Mold-04","label":"Injection Mold Unit #4"}}}
+{"op":"add","path":"/elements/m-opt-3","value":{"type":"SelectItem","props":{"value":"CNC-02","label":"CNC Milling Machine #2"}}}
+{"op":"add","path":"/elements/m-opt-4","value":{"type":"SelectItem","props":{"value":"Pack-01","label":"Automated Palletizer #1"}}}
+{"op":"add","path":"/elements/sched-date-control","value":{"type":"FormControl","props":{"label":"Maintenance Date","input":"sched-datepicker"}}}
+{"op":"add","path":"/elements/sched-datepicker","value":{"type":"DatePicker","props":{"name":"schedDate","mode":"single"}}}
+{"op":"add","path":"/elements/sched-type-control","value":{"type":"FormControl","props":{"label":"Maintenance Type","input":"sched-type-select"}}}
+{"op":"add","path":"/elements/sched-type-select","value":{"type":"Select","props":{"name":"schedType","value":{"$bindState":"/sched/type"},"items":["t-opt-pm","t-opt-cal","t-opt-rep"]}}}
+{"op":"add","path":"/elements/t-opt-pm","value":{"type":"SelectItem","props":{"value":"pm","label":"Preventive Maintenance (PM)"}}}
+{"op":"add","path":"/elements/t-opt-cal","value":{"type":"SelectItem","props":{"value":"cal","label":"Calibration & Sensor Check"}}}
+{"op":"add","path":"/elements/t-opt-rep","value":{"type":"SelectItem","props":{"value":"rep","label":"Component Replacement"}}}
+{"op":"add","path":"/elements/sched-submit","value":{"type":"Button","props":{"label":"Book Maintenance Schedule","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/sched/submitted","value":true}}}}}
+{"op":"add","path":"/elements/sched-alert","value":{"type":"Alert","props":{"title":"Schedule Confirmed","description":"Maintenance window logged into work order system. Supervisor notified.","variant":"success"},"visible":{"$state":"/sched/submitted"}}}
+{"op":"add","path":"/state/sched","value":{"machine":"Press-01","type":"pm","submitted":false}}
+{"op":"add","path":"/elements/maint-bottom-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["due-maint-card","work-orders-card"]}}
+{"op":"add","path":"/elements/due-maint-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["due-heading","due-list"]}}
+{"op":"add","path":"/elements/due-heading","value":{"type":"Heading","props":{"text":"6. Machines Due for Maintenance","level":"h3"}}}
+{"op":"add","path":"/elements/due-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/dueMaintenance","key":"id"},"children":["due-item"]}}
+{"op":"add","path":"/elements/due-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["due-info","due-badge"]}}
+{"op":"add","path":"/elements/due-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["due-name","due-detail"]}}
+{"op":"add","path":"/elements/due-name","value":{"type":"TextContent","props":{"text":{"$item":"machineName"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/due-detail","value":{"type":"TextContent","props":{"text":{"$template":"Due: ${dueDate} | Service: ${serviceType}"},"size":"small"}}}
+{"op":"add","path":"/elements/due-badge","value":{"type":"Badge","props":{"text":{"$item":"urgency"},"variant":{"$item":"urgencyVariant"}}}}
+{"op":"add","path":"/state/dueMaintenance","value":[]}
+{"op":"add","path":"/state/dueMaintenance/0","value":{"id":"dm1","machineName":"Stamping Press #1","dueDate":"Today (Overdue)","serviceType":"500-hr Hydraulic Flushing","urgency":"OVERDUE","urgencyVariant":"destructive"}}
+{"op":"add","path":"/state/dueMaintenance/1","value":{"id":"dm2","machineName":"Injection Mold Unit #4","dueDate":"Tomorrow","serviceType":"Seal & Gasket Inspection","urgency":"URGENT","urgencyVariant":"default"}}
+{"op":"add","path":"/state/dueMaintenance/2","value":{"id":"dm3","machineName":"Robot Arm Assembly #2","dueDate":"In 3 Days","serviceType":"Joint Lubrication","urgency":"SCHEDULED","urgencyVariant":"secondary"}}
+{"op":"add","path":"/elements/work-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["wo-heading","wo-table"]}}
+{"op":"add","path":"/elements/wo-heading","value":{"type":"Heading","props":{"text":"13. Open Work Orders & Priority","level":"h3"}}}
+{"op":"add","path":"/elements/wo-table","value":{"type":"Table","props":{"columns":["col-wo-id","col-wo-machine","col-wo-issue","col-wo-priority","col-wo-assignee"]}}}
+{"op":"add","path":"/elements/col-wo-id","value":{"type":"Col","props":{"label":"WO #","data":["WO-4091","WO-4094","WO-4102","WO-4105"],"type":"string"}}}
+{"op":"add","path":"/elements/col-wo-machine","value":{"type":"Col","props":{"label":"Machine","data":["Line 2 Molding Machine","Stamping Press #1","Assembly Conveyor B3","Packaging Wrapper #2"],"type":"string"}}}
+{"op":"add","path":"/elements/col-wo-issue","data":["Hydraulic pressure loss","Overheating motor bearing","Belt alignment offset","Sensor recalibration"],"props":{"label":"Issue Description"},"type":"string"}}
+{"op":"add","path":"/elements/col-wo-priority","value":{"type":"Col","props":{"label":"Priority","data":["HIGH","CRITICAL","MEDIUM","LOW"],"type":"string"}}}
+{"op":"add","path":"/elements/col-wo-assignee","value":{"type":"Col","props":{"label":"Assigned Tech","data":["J. Miller","T. Vance","Unassigned","A. Patel"],"type":"string"}}}
+{"op":"add","path":"/elements/supply-tab-content","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["supply-grid","deliveries-card"]}}
+{"op":"add","path":"/elements/supply-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["stock-steel-card","stock-resin-card","stock-pack-card"]}}
+{"op":"add","path":"/elements/stock-steel-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steel-head","steel-progress","steel-meta"]}}
+{"op":"add","path":"/elements/steel-head","value":{"type":"Heading","props":{"text":"7a. Steel Stock","level":"h4"}}}
+{"op":"add","path":"/elements/steel-progress","value":{"type":"Progress","props":{"value":76,"label":"42.5 Tons / 55.0 Tons Max"}}}
+{"op":"add","path":"/elements/steel-meta","value":{"type":"TextContent","props":{"text":"Grade: **CR4 Sheet Coil**\nEst. Days Left: **6.5 Days**","size":"small"}}}
+{"op":"add","path":"/elements/stock-resin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["resin-head","resin-progress","resin-meta"]}}
+{"op":"add","path":"/elements/resin-head","value":{"type":"Heading","props":{"text":"7b. Resin Stock","level":"h4"}}}
+{"op":"add","path":"/elements/resin-progress","value":{"type":"Progress","props":{"value":28,"label":"4.2 Tons / 15.0 Tons Max"}}}
+{"op":"add","path":"/elements/resin-meta","value":{"type":"TextContent","props":{"text":"Type: **Polypropylene Granules**\nEst. Days Left: **1.8 Days** *(Low)*","size":"small"}}}
+{"op":"add","path":"/elements/stock-pack-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["pack-head","pack-progress","pack-meta"]}}
+{"op":"add","path":"/elements/pack-head","value":{"type":"Heading","props":{"text":"7c. Packaging Stock","level":"h4"}}}
+{"op":"add","path":"/elements/pack-progress","value":{"type":"Progress","props":{"value":85,"label":"12,800 Units / 15,000 Max"}}}
+{"op":"add","path":"/elements/pack-meta","value":{"type":"TextContent","props":{"text":"Type: **Heavy Corrugated Master Crates**\nEst. Days Left: **11 Days**","size":"small"}}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["deliv-heading","deliv-table"]}}
+{"op":"add","path":"/elements/deliv-heading","value":{"type":"Heading","props":{"text":"8. Supplier Deliveries Due This Week","level":"h3"}}}
+{"op":"add","path":"/elements/deliv-table","value":{"type":"Table","props":{"columns":["col-del-supplier","col-del-material","col-del-qty","col-del-eta","col-del-status"]}}}
+{"op":"add","path":"/elements/col-del-supplier","value":{"type":"Col","props":{"label":"Supplier","data":["Apex Steel Industries","PolyChem Resins Ltd","CorruPack Solutions","Precision Fasteners Inc"],"type":"string"}}}
+{"op":"add","path":"/elements/col-del-material","value":{"type":"Col","props":{"label":"Material / Item","data":["Cold Rolled Steel Coils","PP Resin Pellets (High Density)","Custom Outer Shipping Cartons","M6 Hex Bolts & Washers"],"type":"string"}}}
+{"op":"add","path":"/elements/col-del-qty","value":{"type":"Col","props":{"label":"Quantity","data":["18 Tons","10 Tons","5,000 Units","50,000 Units"],"type":"string"}}}
+{"op":"add biological","path":"/elements/col-del-eta","value":{"type":"Col","props":{"label":"Due Date / ETA","data":["Today, 14:00","Tomorrow, 09:30","Thu, Oct 24","Fri, Oct 25"],"type":"string"}}}
+{"op":"add","path":"/elements/col-del-status","value":{"type":"Col","props":{"label":"Status","data":["In Transit (On Schedule)","Confirmed & Dispatched","Processing Order","Shipped"],"type":"string"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..13b2ce7cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,152 @@
+{"op":"add","path":"/root","value":"main-dashboard"}
+{"op":"add","path":"/elements/main-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","andon-alerts","kpi-grid","middle-grid","bottom-grid","lower-grid","maintenance-schedule-card","open-work-orders-card"]}}
+
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"card"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console","level":"h1"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["export-btn","line-filter-select"]}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Export Shift Report","title":"Export Shift Summary Report","description":"Generate and download the detailed performance report for the current shift (PDF/CSV)?","confirmLabel":"Export Report","cancelLabel":"Cancel","triggerVariant":"default"}}}
+{"op":"add","path":"/elements/line-filter-select","value":{"type":"Select","props":{"name":"focusedLine","placeholder":"Focus on Line...","value":{"$bindState":"/focusedLine"},"items":["opt-all","opt-line1","opt-line2","opt-line3","opt-line4"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Production Lines"}}}
+{"op":"add","path":"/elements/opt-line1","value":{"type":"SelectItem","props":{"value":"Line A","label":"Line A - Stamping"}}}
+{"op":"add","path":"/elements/opt-line2","value":{"type":"SelectItem","props":{"value":"Line B","label":"Line B - Molding"}}}
+{"op":"add","path":"/elements/opt-line3","value":{"type":"SelectItem","props":{"value":"Line C","label":"Line C - Assembly"}}}
+{"op":"add","path":"/elements/opt-line4","value":{"type":"SelectItem","props":{"value":"Line D","label":"Line D - Packaging"}}}
+
+{"op":"add","path":"/state/focusedLine","value":"all"}
+
+{"op":"add","path":"/elements/andon-alerts","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["andon-title","andon-callout-1","andon-callout-2"]}}
+{"op":"add","path":"/elements/andon-title","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/andon-callout-1","value":{"type":"Callout","props":{"variant":"error","title":"Line C - Conveyor Jam","description":"Sensor E-12 tripped at 10:14 AM. Maintenance team dispatched."}}}
+{"op":"add","path":"/elements/andon-callout-2","value":{"type":"Callout","props":{"variant":"warning","title":"Line B - Material Feeder Low","description":"Resin hopper 2 below 15% threshold. Supply run requested."}}}
+
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["oee-card","units-card","energy-card","safety-card"]}}
+
+{"op":"add","path":"/elements/oee-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["oee-title","oee-val","oee-progress"]}}
+{"op":"add","path":"/elements/oee-title","value":{"type":"TextContent","props":{"text":"Overall Equipment Effectiveness (OEE)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/oee-val","value":{"type":"Heading","props":{"text":"84.2%","level":"h2"}}}
+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":84,"label":"Target: 85.0%"}}}
+
+{"op":"add","path":"/elements/units-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["units-title","units-val","units-progress"]}}
+{"op":"add","path":"/elements/units-title","value":{"type":"TextContent","props":{"text":"Daily Production Target","size":"small-heavy"}}}
+{"op":"add","path":"/elements/units-val","value":{"type":"Heading","props":{"text":"7,420 / 9,000","level":"h2"}}}
+{"op":"add","path":"/elements/units-progress","value":{"type":"Progress","props":{"value":82,"label":"82.4% achieved today"}}}
+
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["energy-title","energy-val","energy-progress"]}}
+{"op":"add","path":"/elements/energy-title","value":{"type":"TextContent","props":{"text":"Today's Energy Consumption","size":"small-heavy"}}}
+{"op":"add","path":"/elements/energy-val","value":{"type":"Heading","props":{"text":"4,280 kWh","level":"h2"}}}
+{"op":"add","path":"/elements/energy-progress","value":{"type":"Progress","props":{"value":71,"label":"71% of max peak allowance"}}}
+
+{"op":"add","path":"/elements/safety-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["safety-title","safety-val","safety-tag"]}}
+{"op":"add","path":"/elements/safety-title","value":{"type":"TextContent","props":{"text":"Safety & Incidents","size":"small-heavy"}}}
+{"op":"add","path":"/elements/safety-val","value":{"type":"Heading","props":{"text":"142 Days","level":"h2"}}}
+{"op":"add","path":"/elements/safety-tag","value":{"type":"Tag","props":{"text":"1 Incident This Year","variant":"neutral"}}}
+
+{"op":"add","path":"/elements/middle-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["production-lines-card","shift-output-card"]}}
+
+{"op":"add","path":"/elements/production-lines-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["lines-title","lines-repeat-container"]}}
+{"op":"add","path":"/elements/lines-title","value":{"type":"Heading","props":{"text":"Production Lines Status","level":"h2"}}}
+{"op":"add","path":"/elements/lines-repeat-container","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/lines","key":"id"},"children":["line-item-card"]}}
+
+{"op":"add","path":"/elements/line-item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["line-info","line-status-badge"]}}
+{"op":"add","path":"/elements/line-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["line-name","line-rate"]}}
+{"op":"add","path":"/elements/line-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${type})"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"Current Rate: ${rate} units/hr | Target: ${targetRate} units/hr"},"size":"small"}}}
+{"op":"add","path":"/elements/line-status-badge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isWarning"},"$then":"warning","$else":"success"}}}}
+
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"l1","name":"Line A","type":"Stamping","rate":450,"targetRate":500,"status":"Running - 90%","isWarning":false}}
+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line B","type":"Molding","rate":380,"targetRate":400,"status":"Warning - Low Feed","isWarning":true}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line C","type":"Assembly","rate":0,"targetRate":450,"status":"Stopped - Jammed","isWarning":true}}
+{"op":"add","path":"/state/lines/3","value":{"id":"l4","name":"Line D","type":"Packaging","rate":620,"targetRate":600,"status":"Running - 103%","isWarning":false}}
+
+{"op":"add","path":"/elements/shift-output-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["shift-title","shift-chart"]}}
+{"op":"add","path":"/elements/shift-title","value":{"type":"Heading","props":{"text":"Shift Output Comparison","level":"h2"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Shift 1 (Morning)","Shift 2 (Afternoon)","Shift 3 (Night)"],"series":["shift-series-target","shift-series-actual"],"xLabel":"Shift","yLabel":"Units Produced"}}}
+{"op":"add","path":"/elements/shift-series-target","value":{"type":"Series","props":{"category":"Target","values":[3000,3000,3000]}}}
+{"op":"add","path":"/elements/shift-series-actual","value":{"type":"Series","props":{"category":"Actual Output","values":[3150,2820,1450]}}}
+
+{"op":"add","path":"/elements/bottom-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["defects-card","downtime-card"]}}
+
+{"op":"add","path":"/elements/defects-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["defects-title","defects-chart"]}}
+{"op":"add","path":"/elements/defects-title","value":{"type":"Heading","props":{"text":"Defect Rate Trend (Past 30 Days)","level":"h2"}}}
+{"op":"add","path":"/elements/defects-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["defect-series"],"xLabel":"Timeline","yLabel":"Defect Rate (%)"}}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect %","values":[2.4,1.9,1.5,1.2]}}}
+
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["downtime-title","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-title","value":{"type":"Heading","props":{"text":"Downtime Breakdown (Hours by Cause)","level":"h2"}}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Mechanical","Electrical","Material Shortage","Operator Change"],"values":[14.5,8.2,5.0,2.3],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/lower-grid","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["inventory-suppliers-card","maint-quality-card"]}}
+
+{"op":"add","path":"/elements/inventory-suppliers-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["stock-title","stock-repeat","deliveries-title","deliveries-table"]}}
+{"op":"add","path":"/elements/stock-title","value":{"type":"Heading","props":{"text":"Material Raw Stock Levels","level":"h2"}}}
+{"op":"add","path":"/elements/stock-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/stock","key":"id"},"children":["stock-item"]}}
+{"op":"add","path":"/elements/stock-item","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["stock-header-text","stock-bar"]}}
+{"op":"add","path":"/elements/stock-header-text","value":{"type":"TextContent","props":{"text":{"$template":"${material}: ${current} / ${target} Tons"},"size":"default"}}}
+{"op":"add","path":"/elements/stock-bar","value":{"type":"Progress","props":{"value":{"$item":"percentage"},"label":{"$template":"${percentage}% remaining"}}}}
+
+{"op":"add","path":"/state/stock","value":[]}
+{"op":"add","path":"/state/stock/0","value":{"id":"s1","material":"Sheet Steel","current":42,"target":50,"percentage":84}}
+{"op":"add","path":"/state/stock/1","value":{"id":"s2","material":"Polymer Resin","current":12,"target":40,"percentage":30}}
+{"op":"add","path":"/state/stock/2","value":{"id":"s3","material":"Packaging Boxes","current":28,"target":30,"percentage":93}}
+
+{"op":"add","path":"/elements/deliveries-title","value":{"type":"Heading","props":{"text":"Supplier Deliveries Due This Week","level":"h3"}}}
+{"op":"add","path":"/elements/deliveries-table","value":{"type":"Table","props":{"columns":["col-supplier","col-material","col-qty","col-eta"]}}}
+{"op":"add","path":"/elements/col-supplier","value":{"type":"Col","props":{"label":"Supplier","data":["Apex Steel Ltd","Polymer Corp","BoxCraft Inc"],"type":"string"}}}
+{"op":"add","path":"/elements/col-material","value":{"type":"Col","props":{"label":"Material","data":["Cold Rolled Steel","Resin Grade B","Cardboard Pallets"],"type":"string"}}}
+{"op":"add","path":"/elements/col-qty","value":{"type":"Col","props":{"label":"Quantity","data":["20 Tons","15 Tons","500 Units"],"type":"string"}}}
+{"op":"add","path":"/elements/col-eta","value":{"type":"Col","props":{"label":"ETA","data":["Tomorrow, 08:00","Oct 24, 14:00","Oct 25, 09:30"],"type":"string"}}}
+
+{"op":"add","path":"/elements/maint-quality-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["due-maint-title","due-maint-repeat","quality-hold-title","quality-hold-repeat"]}}
+{"op":"add","path":"/elements/due-maint-title","value":{"type":"Heading","props":{"text":"Machines Due for Maintenance","level":"h2"}}}
+{"op":"add","path":"/elements/due-maint-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/dueMaintenance","key":"id"},"children":["maint-due-item"]}}
+{"op":"add","path":"/elements/maint-due-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["maint-item-text","maint-item-tag"]}}
+{"op":"add","path":"/elements/maint-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${machine} — ${task}"},"size":"default"}}}
+{"op":"add","path":"/elements/maint-item-tag","value":{"type":"Tag","props":{"text":{"$template":"Due in ${hoursLeft} hrs"},"variant":"warning"}}}
+
+{"op":"add","path":"/state/dueMaintenance","value":[]}
+{"op":"add","path":"/state/dueMaintenance/0","value":{"id":"dm1","machine":"Hydraulic Press #3","task":"500-hr Fluid Flush","hoursLeft":12}}
+{"op":"add","path":"/state/dueMaintenance/1","value":{"id":"dm2","machine":"Injection Mold B2","task":"Nozzle Calibration","hoursLeft":28}}
+{"op":"add","path":"/state/dueMaintenance/2","value":{"id":"dm3","machine":"Robotic Arm C1","task":"Joint Lubrication","hoursLeft":45}}
+
+{"op":"add","path":"/elements/quality-hold-title","value":{"type":"Heading","props":{"text":"Batches on Quality Hold","level":"h3"}}}
+{"op":"add","path":"/elements/quality-hold-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/qualityHolds","key":"id"},"children":["hold-item"]}}
+{"op":"add","path":"/elements/hold-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["hold-info","hold-badge"]}}
+{"op":"add","path":"/elements/hold-info","value":{"type":"TextContent","props":{"text":{"$template":"Batch #${batchId} (${product}) — ${reason}"},"size":"default"}}}
+{"op":"add","path":"/elements/hold-badge","value":{"type":"Tag","props":{"text":{"$template":"${qty} units"},"variant":"danger"}}}
+
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"qh1","batchId":"B-8831","product":"Bracket Assembly","reason":"Dimensional Tolerance","qty":450}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"qh2","batchId":"B-8840","product":"Housing Shell","reason":"Surface Finish Flaw","qty":120}}
+
+{"op":"add","path":"/elements/maintenance-schedule-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["sched-title","sched-form"]}}
+{"op":"add","path":"/elements/sched-title","value":{"type":"Heading","props":{"text":"Schedule Preventive Maintenance","level":"h2"}}}
+{"op":"add","path":"/elements/sched-form","value":{"type":"Form","props":{"name":"schedForm","buttons":"sched-buttons","fields":["field-machine","field-date"]}}}
+{"op":"add","path":"/elements/field-machine","value":{"type":"FormControl","props":{"label":"Select Machine / Equipment","input":"input-machine","hint":"Choose target machine for scheduled service"}}}
+{"op":"add","path":"/elements/input-machine","value":{"type":"Select","props":{"name":"schedMachine","placeholder":"Select Machine...","value":{"$bindState":"/newSched/machine"},"items":["m-1","m-2","m-3","m-4"]}}}
+{"op":"add","path":"/elements/m-1","value":{"type":"SelectItem","props":{"value":"Hydraulic Press #3","label":"Hydraulic Press #3"}}}
+{"op":"add","path":"/elements/m-2","value":{"type":"SelectItem","props":{"value":"Injection Mold B2","label":"Injection Mold B2"}}}
+{"op":"add","path":"/elements/m-3","value":{"type":"SelectItem","props":{"value":"Robotic Arm C1","label":"Robotic Arm C1"}}}
+{"op":"add","path":"/elements/m-4","value":{"type":"SelectItem","props":{"value":"Conveyor Belt C","label":"Conveyor Belt C"}}}
+
+{"op":"add","path":"/elements/field-date","value":{"type":"FormControl","props":{"label":"Maintenance Date","input":"input-date"}}}
+{"op":"add","path":"/elements/input-date","value":{"type":"DatePicker","props":{"name":"schedDate","mode":"single","value":{"$bindState":"/newSched/date"}}}}
+
+{"op":"add","path":"/elements/sched-buttons","value":{"type":"Buttons","props":{"buttons":["submit-sched-btn"]}}}
+{"op":"add","path":"/elements/submit-sched-btn","value":{"type":"Button","props":{"label":"Schedule Maintenance Work Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/workOrders","value":{"id":"$id","title":{"$template":"Scheduled Maintenance: ${/newSched/machine}"},"machine":{"$state":"/newSched/machine"},"priority":"Medium","status":"Scheduled"},"clearStatePath":"/newSched/machine"}}}}}
+
+{"op":"add","path":"/state/newSched","value":{"machine":"","date":[]}}
+
+{"op":"add","path":"/elements/open-work-orders-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"card"},"children":["wo-title","wo-repeat"]}}
+{"op":"add","path":"/elements/wo-title","value":{"type":"Heading","props":{"text":"Open Work Orders & Priorities","level":"h2"}}}
+{"op":"add","path":"/elements/wo-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["wo-item"]}}
+{"op":"add","path":"/elements/wo-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["wo-left","wo-priority-tag"]}}
+{"op":"add","path":"/elements/wo-left","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["wo-item-title","wo-item-sub"]}}
+{"op":"add","path":"/elements/wo-item-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/wo-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"Machine: ${machine} | Status: ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/wo-priority-tag","value":{"type":"Tag","props":{"text":{"$template":"Priority: ${priority}"},"variant":{"$cond":{"$state":"/workOrders/priority","eq":"High"},"$then":"danger","$else":"info"}}}}
+
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"wo1","title":"Clear Jam & Replace Sensor E-12","machine":"Assembly Line C","priority":"High","status":"In Progress"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"wo2","title":"Inspect Polymer Hopper Feeder 2","machine":"Injection Mold B2","priority":"Medium","status":"Assigned"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"wo3","title":"Replace Exhaust Air Filter","machine":"Stamping Press #1","priority":"Low","status":"Pending"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..8811eba58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,148 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header-card","andon-banner","kpi-grid","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between"},"children":["header-title-group","header-actions"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["main-heading","sub-heading"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console","level":"h1"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Real-time Operations, Line Monitoring & Plant Analytics","size":"small"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["export-report-btn"]}}
+{"op":"add","path":"/elements/export-report-btn","value":{"type":"Button","props":{"label":"Export Shift Report","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/exportNotification","value":true}}}}}
+{"op":"add","path":"/state/exportNotification","value":false}
+{"op":"add","path":"/elements/andon-banner","value":{"type":"Alert","props":{"title":"LIVE ANDON ALERTS","description":"Line 2 - High Scrap Rate Threshold Exceeded (Station 4) | Line 4 - Feeder Jam Warning","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["oee-card","target-card","safety-card","energy-card"]}}
+{"op":"add","path":"/elements/oee-card","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["oee-title","oee-progress","oee-badge"]}}
+{"op":"add","path":"/elements/oee-title","value":{"type":"Heading","props":{"text":"Overall Equipment Effectiveness (OEE)","level":"h4"}}}
+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":84,"label":"84.5% Target: 85.0%"}}}
+{"op":"add","path":"/elements/oee-badge","value":{"type":"Badge","props":{"text":"Availability: 91% | Performance: 88% | Quality: 96%","variant":"outline"}}}
+{"op":"add","path":"/elements/target-card","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["target-title","target-progress","target-badge"]}}
+{"op":"add","path":"/elements/target-title","value":{"type":"Heading","props":{"text":"Today's Production Target","level":"h4"}}}
+{"op":"add","path":"/elements/target-progress","value":{"type":"Progress","props":{"value":76,"label":"3,800 / 5,000 Units"}}}
+{"op":"add","path":"/elements/target-badge","value":{"type":"Badge","props":{"text":"Shift A: 2,100 | Shift B: 1,700 (Current)","variant":"secondary"}}}
+{"op":"add","path":"/elements/safety-card","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["safety-title","safety-text","safety-tags"]}}
+{"op":"add","path":"/elements/safety-title","value":{"type":"Heading","props":{"text":"Safety Scoreboard","level":"h4"}}}
+{"op":"add","path":"/elements/safety-text","value":{"type":"TextContent","props":{"text":"**142** Days Since Last Incident","size":"large-heavy"}}}
+{"op":"add","path":"/elements/safety-tags","value":{"type":"Tag","props":{"text":"Incidents YTD: 1 (Minor First Aid)","variant":"success"}}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["energy-title","energy-text","energy-badge"]}}
+{"op":"add","path":"/elements/energy-title","value":{"type":"Heading","props":{"text":"Energy Use Today","level":"h4"}}}
+{"op":"add","path":"/elements/energy-text","value":{"type":"TextContent","props":{"text":"**14.2 MWh** / Daily Peak: 18.0 MWh","size":"large-heavy"}}}
+{"op":"add","path":"/elements/energy-badge","value":{"type":"Badge","props":{"text":"Efficiency Index: 94.2 kWh/unit","variant":"ghost"}}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-lines","tab-quality-maint","tab-inventory","tab-analytics"]}}}
+{"op":"add","path":"/elements/tab-lines","value":{"type":"TabItem","props":{"value":"lines","trigger":"Production Lines & Focus","content":["line-focus-card","lines-list-card"]}}
+{"op":"add","path":"/elements/line-focus-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["focus-header","line-selector-form","focus-details"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Line Focus Control","subtitle":"Select a specific production line for deep inspection and telemetry"}}}
+{"op":"add","path":"/elements/line-selector-form","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["line-select-control"]}}
+{"op":"add","path":"/elements/line-select-control","value":{"type":"FormControl","props":{"label":"Select Active Focus Line","input":"line-select-input"}}}
+{"op":"add","path":"/elements/line-select-input","value":{"type":"Select","props":{"name":"focusLineSelect","value":{"$bindState":"/selectedFocusLine"},"items":["opt-line1","opt-line2","opt-line3","opt-line4"]}}}
+{"op":"add","path":"/elements/opt-line1","value":{"type":"SelectItem","props":{"value":"line1","label":"Line 1 - Stamping & Pressing"}}}
+{"op":"add","path":"/elements/opt-line2","value":{"type":"SelectItem","props":{"value":"line2","label":"Line 2 - Injection Molding"}}}
+{"op":"add","path":"/elements/opt-line3","value":{"type":"SelectItem","props":{"value":"line3","label":"Line 3 - Robotic Assembly"}}}
+{"op":"add","path":"/elements/opt-line4","value":{"type":"SelectItem","props":{"value":"line4","label":"Line 4 - Packaging & Palletizing"}}}
+{"op":"add","path":"/state/selectedFocusLine","value":"line1"}
+{"op":"add","path":"/elements/focus-details","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["focus-details-heading","focus-details-body"]}}
+{"op":"add","path":"/elements/focus-details-heading","value":{"type":"Heading","props":{"text":{"$template":"Active Focus Telemetry: ${/selectedFocusLine}"},"level":"h4"}}}
+{"op":"add","path":"/elements/focus-details-body","value":{"type":"TextContent","props":{"text":"* Station 1: Normal (120 SPM)\n* Station 2: Thermal Warning (78°C)\n* Station 3: Normal\n* Station 4: Scrap Sensors Active\n* Current Operator: M. Jenkins (Shift B)","size":"default"}}}
+{"op":"add","path":"/elements/lines-list-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["lines-list-title","lines-repeat-container"]}}
+{"op":"add","path":"/elements/lines-list-title","value":{"type":"CardHeader","props":{"title":"All Production Lines Overview","subtitle":"Current operating rates, status, and lead operators"}}}
+{"op":"add","path":"/elements/lines-repeat-container","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"repeat":{"statePath":"/lines","key":"id"},"children":["line-item-card"]}}
+{"op":"add","path":"/elements/line-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["line-item-info","line-item-rate","line-item-badge","line-focus-btn"]}}
+{"op":"add","path":"/elements/line-item-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["line-item-title","line-item-sub"]}}
+{"op":"add","path":"/elements/line-item-title","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/line-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"Operator: ${operator} | Product: ${part}"},"size":"small"}}}
+{"op":"add","path":"/elements/line-item-rate","value":{"type":"TextContent","props":{"text":{"$template":"Rate: ${rate} units/hr (Target: ${targetRate})"},"size":"default"}}}
+{"op":"add","path":"/elements/line-item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":{"$item":"status"},"eq":"Running"},"$then":"default","$else":"destructive"}}}}
+{"op":"add","path":"/elements/line-focus-btn","value":{"type":"Button","props":{"label":"Set Focus","variant":"secondary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedFocusLine","value":{"$item":"id"}}}}}}
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"line1","name":"Line 1 - Stamping & Pressing","rate":450,"targetRate":480,"status":"Running","operator":"M. Jenkins","part":"Chassis Bracket A"}}
+{"op":"add","path":"/state/lines/1","value":{"id":"line2","name":"Line 2 - Injection Molding","rate":210,"targetRate":300,"status":"Warning - High Scrap","operator":"K. Vance","part":"Housing Top C"}}
+{"op":"add","path":"/state/lines/2","value":{"id":"line3","name":"Line 3 - Robotic Assembly","rate":620,"targetRate":600,"status":"Running","operator":"R. Patel","part":"Control Module B"}}
+{"op":"add","path":"/state/lines/3","value":{"id":"line4","name":"Line 4 - Packaging & Palletizing","rate":0,"targetRate":500,"status":"Stopped - Jam","operator":"S. Gomez","part":"Retail Pack X"}}
+{"op":"add","path":"/elements/tab-quality-maint","value":{"type":"TabItem","props":{"value":"quality-maint","trigger":"Maintenance & Quality Hold","content":["maint-schedule-card","maint-due-card","quality-hold-card"]}}
+{"op":"add","path":"/elements/maint-schedule-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["maint-schedule-title","maint-schedule-form"]}}
+{"op":"add","path":"/elements/maint-schedule-title","value":{"type":"CardHeader","props":{"title":"Schedule Machine Maintenance","subtitle":"Assign downtime and create preventive maintenance work orders"}}}
+{"op":"add","path":"/elements/maint-schedule-form","value":{"type":"Form","props":{"name":"maintForm","buttons":"maint-form-buttons","fields":["maint-field-machine","maint-field-date","maint-field-notes"]}}}
+{"op":"add","path":"/elements/maint-field-machine","value":{"type":"FormControl","props":{"label":"Select Machine / Asset","input":"maint-machine-input"}}}
+{"op":"add","path":"/elements/maint-machine-input","value":{"type":"Select","props":{"name":"machine","value":{"$bindState":"/newMaint/machine"},"items":["m-opt-1","m-opt-2","m-opt-3","m-opt-4"]}}}
+{"op":"add","path":"/elements/m-opt-1","value":{"type":"SelectItem","props":{"value":"Press #3 (Line 1)","label":"Press #3 (Line 1)"}}}
+{"op":"add","path":"/elements/m-opt-2","value":{"type":"SelectItem","props":{"value":"Mold Machine B (Line 2)","label":"Mold Machine B (Line 2)"}}}
+{"op":"add","path":"/elements/m-opt-3","value":{"type":"SelectItem","props":{"value":"Robot Arm #4 (Line 3)","label":"Robot Arm #4 (Line 3)"}}}
+{"op":"add","path":"/elements/m-opt-4","value":{"type":"SelectItem","props":{"value":"Conveyor Belt C (Line 4)","label":"Conveyor Belt C (Line 4)"}}}
+{"op":"add","path":"/elements/maint-field-date","value":{"type":"FormControl","props":{"label":"Maintenance Date","input":"maint-date-input"}}}
+{"op":"add","path":"/elements/maint-date-input","value":{"type":"Input","props":{"name":"date","type":"text","placeholder":"YYYY-MM-DD","value":{"$bindState":"/newMaint/date"}}}}
+{"op":"add","path":"/elements/maint-field-notes","value":{"type":"FormControl","props":{"label":"Work Scope / Notes","input":"maint-notes-input"}}}
+{"op":"add","path":"/elements/maint-notes-input","value":{"type":"Input","props":{"name":"notes","type":"text","placeholder":"e.g. Hydraulic seal replacement","value":{"$bindState":"/newMaint/notes"}}}}
+{"op":"add","path":"/elements/maint-form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["submit-maint-btn"]}}
+{"op":"add","path":"/elements/submit-maint-btn","value":{"type":"Button","props":{"label":"Schedule Maintenance","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/maintDue","value":{"machine":{"$state":"/newMaint/machine"},"dueDate":{"$state":"/newMaint/date"},"type":"Scheduled PM","status":"Scheduled"},"clearStatePath":"/newMaint/notes"}}}}}
+{"op":"add","path":"/state/newMaint","value":{"machine":"Press #3 (Line 1)","date":"2025-03-01","notes":""}}
+{"op":"add","path":"/elements/maint-due-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["maint-due-title","maint-due-repeat"]}}
+{"op":"add","path":"/elements/maint-due-title","value":{"type":"CardHeader","props":{"title":"Machines Due for Maintenance","subtitle":"Upcoming PM tasks and overhaul schedules"}}}
+{"op":"add","path":"/elements/maint-due-repeat","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/maintDue","key":"machine"},"children":["maint-due-item"]}}
+{"op":"add","path":"/elements/maint-due-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["maint-item-text","maint-item-badge"]}}
+{"op":"add","path":"/elements/maint-item-text","value":{"type":"TextContent","props":{"text":{"$template":"**${machine}** - ${type} (Due: ${dueDate})"},"size":"default"}}}
+{"op":"add","path":"/elements/maint-item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"}}}
+{"op":"add","path":"/state/maintDue","value":[]}
+{"op":"add","path":"/state/maintDue/0","value":{"machine":"Injection Mold Unit 2B","dueDate":"2025-02-28","type":"500-Hour Hydraulic Servicing","status":"Overdue"}}
+{"op":"add","path":"/state/maintDue/1","value":{"machine":"Stamping Press #3","dueDate":"2025-03-02","type":"Die Calibration & Alignment","status":"Upcoming"}}
+{"op":"add","path":"/state/maintDue/2","value":{"machine":"Assembly Robot Arm #1","dueDate":"2025-03-05","type":"Grease & Joint Inspection","status":"Scheduled"}}
+{"op":"add","path":"/elements/quality-hold-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["quality-hold-title","quality-hold-repeat"]}}
+{"op":"add","path":"/elements/quality-hold-title","value":{"type":"CardHeader","props":{"title":"Batches on Quality Hold","subtitle":"Quarantined inventory awaiting QA laboratory testing and disposition"}}}
+{"op":"add","path":"/elements/quality-hold-repeat","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/qualityHolds","key":"batchId"},"children":["quality-item"]}}
+{"op":"add","path":"/elements/quality-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["quality-item-info","quality-item-qty","quality-item-badge"]}}
+{"op":"add","path":"/elements/quality-item-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["quality-item-title","quality-item-reason"]}}
+{"op":"add","path":"/elements/quality-item-title","value":{"type":"Heading","props":{"text":{"$template":"Batch #${batchId} - ${partName}"},"level":"h4"}}}
+{"op":"add","path":"/elements/quality-item-reason","value":{"type":"TextContent","props":{"text":{"$template":"Reason: ${reason} | Hold Date: ${date}"},"size":"small"}}}
+{"op":"add","path":"/elements/quality-item-qty","value":{"type":"Tag","props":{"text":{"$template":"${qty} units"},"variant":"warning"}}}
+{"op":"add","path":"/elements/quality-item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"}}}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"batchId":"B-89421","partName":"Housing Top C","reason":"Dimensional Variance Outside Tolerance (+0.12mm)","date":"2025-02-24","qty":450,"status":"Lab Review"}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"batchId":"B-89455","partName":"Control Module B","reason":"Flash Contamination on Connector Pin 3","date":"2025-02-25","qty":1200,"status":"Sorting Required"}}
+{"op":"add","path":"/elements/tab-inventory","value":{"type":"TabItem","props":{"value":"inventory","trigger":"Raw Materials & Logistics","content":["stock-card","deliveries-card","work-orders-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["stock-title","stock-repeat"]}}
+{"op":"add","path":"/elements/stock-title","value":{"type":"CardHeader","props":{"title":"Raw Material Stock Levels","subtitle":"Live inventory of key production inputs: Steel, Resin, and Packaging"}}}
+{"op":"add","path":"/elements/stock-repeat","value":{"type":"Card","props":{"variant":"clear","gap":"m"},"repeat":{"statePath":"/stock","key":"material"},"children":["stock-item"]}}
+{"op":"add","path":"/elements/stock-item","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["stock-item-header","stock-item-progress"]}}
+{"op":"add","path":"/elements/stock-item-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["stock-item-title","stock-item-val"]}}
+{"op":"add","path":"/elements/stock-item-title","value":{"type":"Heading","props":{"text":{"$item":"material"},"level":"h4"}}}
+{"op":"add","path":"/elements/stock-item-val","value":{"type":"TextContent","props":{"text":{"$template":"${current} / ${max} ${unit} (${daysLeft} days supply remaining)"},"size":"small"}}}
+{"op":"add","path":"/elements/stock-item-progress","value":{"type":"Progress","props":{"value":{"$item":"percentage"},"label":{"$item":"material"}}}}
+{"op":"add","path":"/state/stock","value":[]}
+{"op":"add","path":"/state/stock/0","value":{"material":"Sheet Steel (CR4 Grade)","current":42.5,"max":50,"unit":"Tons","percentage":85,"daysLeft":6.2}}
+{"op":"add","path":"/state/stock/1","value":{"material":"Polypropylene Resin Pellets","current":8.1,"max":30,"unit":"Tons","percentage":27,"daysLeft":1.8}}
+{"op":"add","path":"/state/stock/2","value":{"material":"Corrugated Packaging Boxes","current":14200,"max":15000,"unit":"Units","percentage":94,"daysLeft":12.0}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["deliveries-title","deliveries-repeat"]}}
+{"op":"add","path":"/elements/deliveries-title","value":{"type":"CardHeader","props":{"title":"Supplier Deliveries Due This Week","subtitle":"Inbound raw material shipments and PO statuses"}}}
+{"op":"add","path":"/elements/deliveries-repeat","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/deliveries","key":"poNumber"},"children":["delivery-item"]}}
+{"op":"add","path":"/elements/delivery-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["delivery-info","delivery-eta","delivery-badge"]}}
+{"op":"add","path":"/elements/delivery-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["delivery-item-title","delivery-item-sub"]}}
+{"op":"add","path":"/elements/delivery-item-title","value":{"type":"Heading","props":{"text":{"$template":"PO #${poNumber} - ${supplier}"},"level":"h4"}}}
+{"op":"add","path":"/elements/delivery-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"Material: ${item} (${qty})"},"size":"small"}}}
+{"op":"add","path":"/elements/delivery-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${etaDate}"},"size":"default"}}}
+{"op":"add","path":"/elements/delivery-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":{"$item":"status"},"eq":"On Time"},"$then":"default","$else":"destructive"}}}}
+{"op":"add","path":"/state/deliveries","value":[]}
+{"op":"add","path":"/state/deliveries/0","value":{"poNumber":"PO-99120","supplier":"Apex Polymer Corp","item":"PP Resin - Grade 302","qty":"15 Tons","etaDate":"Tomorrow, 08:00 AM","status":"In Transit"}}
+{"op":"add","path":"/state/deliveries/1","value":{"poNumber":"PO-99144","supplier":"Midwest Steel Supplies","item":"1.2mm Steel Coils","qty":"20 Tons","etaDate":"Thursday, 02:00 PM","status":"On Time"}}
+{"op":"add","path":"/state/deliveries/2","value":{"poNumber":"PO-99182","supplier":"PackRight Solutions","item":"Custom Shipping Cartons","qty":"5,000 Units","etaDate":"Friday, 11:00 AM","status":"Delayed (1 Day)"}}
+{"op":"add","path":"/elements/work-orders-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["wo-title","wo-repeat"]}}
+{"op":"add","path":"/elements/wo-title","value":{"type":"CardHeader","props":{"title":"Open Production Work Orders","subtitle":"Scheduled manufacturing orders with assigned priority"}}}
+{"op":"add","path":"/elements/wo-repeat","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/workOrders","key":"woId"},"children":["wo-item"]}}
+{"op":"add","path":"/elements/wo-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["wo-item-info","wo-item-prio","wo-item-progress"]}}
+{"op":"add","path":"/elements/wo-item-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["wo-item-title","wo-item-sub"]}}
+{"op":"add","path":"/elements/wo-item-title","value":{"type":"Heading","props":{"text":{"$template":"WO #${woId} - ${product}"},"level":"h4"}}}
+{"op":"add","path":"/elements/wo-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"Target: ${qty} units | Line: ${assignedLine}"},"size":"small"}}}
+{"op":"add","path":"/elements/wo-item-prio","value":{"type":"Badge","props":{"text":{"$template":"Priority: ${priority}"},"variant":{"$cond":{"$state":{"$item":"priority"},"eq":"High"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/elements/wo-item-progress","value":{"type":"TextContent","props":{"text":{"$template":"${completedQty} / ${qty} Built"},"size":"default"}}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"woId":"WO-4401","product":"Chassis Bracket A","qty":2500,"completedQty":1850,"priority":"High","assignedLine":"Line 1"}}
+{"op":"add","path":"/state/workOrders/1","value":{"woId":"WO-4402","product":"Housing Top C","qty":1200,"completedQty":420,"priority":"Critical","assignedLine":"Line 2"}}
+{"op":"add","path":"/state/workOrders/2","value":{"woId":"WO-4405","product":"Retail Pack X","qty":5000,"completedQty":0,"priority":"Normal","assignedLine":"Line 4"}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"value":"analytics","trigger":"Plant Analytics & History","content":["shifts-chart-card","downtime-chart-card","defect-chart-card"]}}
+{"op":"add","path":"/elements/shifts-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["shifts-chart-title","shifts-bar-chart","shift-series-1","shift-series-2"]}}
+{"op":"add","path":"/elements/shifts-chart-title","value":{"type":"CardHeader","props":{"title":"Shift Output Comparison","subtitle":"Units produced across Morning, Evening, and Night shifts (This Week)"}}}
+{"op":"add","path":"/elements/shifts-bar-chart","value":{"type":"BarChart","props":{"labels":["Monday","Tuesday","Wednesday","Thursday","Friday"],"series":["shift-series-1","shift-series-2"],"xLabel":"Day of Week","yLabel":"Units Output"}}}
+{"op":"add","path":"/elements/shift-series-1","value":{"type":"Series","props":{"category":"Shift A (Day)","values":[4800,5100,4950,5200,4900]}}}
+{"op":"add","path":"/elements/shift-series-2","value":{"type":"Series","props":{"category":"Shift B (Night)","values":[4200,4400,3900,4600,4100]}}}
+{"op":"add","path":"/elements/downtime-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["downtime-chart-title","downtime-pie-chart"]}}
+{"op":"add","path":"/elements/downtime-chart-title","value":{"type":"CardHeader","props":{"title":"Downtime Split by Cause (Hours)","subtitle":"Distribution of unplanned plant downtime during current month"}}}
+{"op":"add","path":"/elements/downtime-pie-chart","value":{"type":"PieChart","props":{"labels":["Mechanical Failure","Material Shortage","Operator Error","Quality Hold / Re-tool","Power / Utility Failure"],"values":[34,22,15,18,11],"variant":"donut","appearance":"circular"}}}
+{"op":"add","path":"/elements/defect-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["defect-chart-title","defect-line-chart","defect-series-1"]}}
+{"op":"add","path":"/elements/defect-chart-title","value":{"type":"CardHeader","props":{"title":"Defect Rate Trend (Past Month)","subtitle":"Percentage of non-conforming parts identified in final QA"}}}
+{"op":"add","path":"/elements/defect-line-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["defect-series-1"],"xLabel":"Month Progression","yLabel":"Defect Rate (%)"}}}
+{"op":"add","path":"/elements/defect-series-1","value":{"type":"Series","props":{"category":"Plant Defect Rate %","values":[2.8,2.1,1.5,1.2]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..40bc71d15
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,155 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header","andon-callout","filter-bar","kpi-row-1","kpi-row-2","main-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title-block","export-dialog"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["heading","sub-heading"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console","level":"h1"}}}
+{"op":"add","path":"/elements/sub-heading","value":{"type":"TextContent","props":{"text":"Real-time Operations Monitoring & Management • **Plant #4 (Automotive Sub-Assembly)**","size":"small"}}}
+{"op":"add","path":"/elements/export-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Shift Report","title":"Export Shift Summary Report","description":"Generate and download a comprehensive CSV/PDF report for current shift operations.","content":["export-form"]}}}
+{"op":"add","path":"/elements/export-form","value":{"type":"Form","props":{"name":"exportReport","buttons":"export-btns","fields":["export-shift-select","export-format-select","export-notes"]}}}
+{"op":"add","path":"/elements/export-shift-select","value":{"type":"FormControl","props":{"label":"Select Shift","input":"shift-dropdown"}}}
+{"op":"add","path":"/elements/shift-dropdown","value":{"type":"Select","props":{"name":"shift","items":["shift-opt-1","shift-opt-2","shift-opt-3"],"value":{"$bindState":"/exportForm/shift"}}}}
+{"op":"add","path":"/elements/shift-opt-1","value":{"type":"SelectItem","props":{"value":"morning","label":"Morning Shift (06:00 - 14:00)"}}}
+{"op":"add","path":"/elements/shift-opt-2","value":{"type":"SelectItem","props":{"value":"afternoon","label":"Afternoon Shift (14:00 - 22:00)"}}}
+{"op":"add","path":"/elements/shift-opt-3","value":{"type":"SelectItem","props":{"value":"night","label":"Night Shift (22:00 - 06:00)"}}}
+{"op":"add","path":"/elements/export-format-select","value":{"type":"FormControl","props":{"label":"Report Format","input":"format-radio"}}}
+{"op":"add","path":"/elements/format-radio","value":{"type":"RadioGroup","props":{"name":"format","items":["fmt-pdf","fmt-csv"],"value":{"$bindState":"/exportForm/format"}}}}
+{"op":"add","path":"/elements/fmt-pdf","value":{"type":"RadioItem","props":{"value":"pdf","label":"PDF Document","description":"Includes executive charts and signature fields"}}}
+{"op":"add","path":"/elements/fmt-csv","value":{"type":"RadioItem","props":{"value":"csv","label":"Raw CSV Data","description":"Detailed telemetry and batch logs"}}}
+{"op":"add","path":"/elements/export-notes","value":{"type":"FormControl","props":{"label":"Supervisor Handover Notes","input":"notes-input"}}}
+{"op":"add","path":"/elements/notes-input","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Enter handover notes, shift exceptions, or safety observations...","value":{"$bindState":"/exportForm/notes"}}}}
+{"op":"add","path":"/elements/export-btns","value":{"type":"Buttons","props":{"buttons":["btn-do-export"]}}}
+{"op":"add","path":"/elements/btn-do-export","value":{"type":"Button","props":{"label":"Download & Send Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exportSuccess","value":true}}}}}
+{"op":"add","path":"/state/exportForm","value":{"shift":"morning","format":"pdf","notes":""}}
+{"op":"add","path":"/elements/andon-callout","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["andon-header","andon-list"]}}
+{"op":"add","path":"/elements/andon-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["andon-title","andon-badge"]}}
+{"op":"add","path":"/elements/andon-title","value":{"type":"Heading","props":{"text":"🚨 Live Andon Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/andon-badge","value":{"type":"Badge","props":{"text":"2 Active Urgent Alerts","variant":"destructive"}}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"a1","title":"Line 2 - Stamping Press Jam","description":"High temperature warning on hydraulic ram #3. Operator triggered emergency pause 4 mins ago.","variant":"destructive"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"a2","title":"Line 4 - Material Feed Starvation","description":"Resin hopper sensor low (<5% remaining). Conveyor speed throttled to 40%.","variant":"warning"}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["filter-label","line-selector"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"**Line Focus View:**","size":"default"}}}
+{"op":"add","path":"/elements/line-selector","value":{"type":"Select","props":{"name":"focusedLine","items":["line-opt-all","line-opt-1","line-opt-2","line-opt-3","line-opt-4"],"value":{"$bindState":"/selectedLine"}}}}
+{"op":"add","path":"/elements/line-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Lines (Overview)"}}}
+{"op":"add","path":"/elements/line-opt-1","value":{"type":"SelectItem","props":{"value":"Line 1","label":"Line 1 - Chassis Assembly"}}}
+{"op":"add","path":"/elements/line-opt-2","value":{"type":"SelectItem","props":{"value":"Line 2","label":"Line 2 - Stamping & Pressing"}}}
+{"op":"add","path":"/elements/line-opt-3","value":{"type":"SelectItem","props":{"value":"Line 3","label":"Line 3 - Robotic Welding"}}}
+{"op":"add","path":"/elements/line-opt-4","value":{"type":"SelectItem","props":{"value":"Line 4","label":"Line 4 - Injection Molding"}}}
+{"op":"add","path":"/state/selectedLine","value":"all"}
+{"op":"add","path":"/elements/kpi-row-1","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-oee","kpi-target","kpi-energy","kpi-safety"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["oee-title","oee-progress","oee-sub"]}}
+{"op":"add","path":"/elements/oee-title","value":{"type":"TextContent","props":{"text":"**Overall Equipment Effectiveness (OEE)**","size":"small"}}}
+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":84.2,"label":"84.2% (Target: 85.0%)"}}}
+{"op":"add","path":"/elements/oee-sub","value":{"type":"TextContent","props":{"text":"Availability: **91%** | Performance: **88%** | Quality: **98.2%**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-target","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["target-title","target-progress","target-sub"]}}
+{"op":"add","path":"/elements/target-title","value":{"type":"TextContent","props":{"text":"**Today's Production Target**","size":"small"}}}
+{"op":"add","path":"/elements/target-progress","value":{"type":"Progress","props":{"value":78.5,"label":"3,140 / 4,000 units"}}}
+{"op":"add","path":"/elements/target-sub","value":{"type":"TextContent","props":{"text":"Pacing **+120 units** ahead of shift schedule","size":"small"}}}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energy-title","energy-val","energy-sub"]}}
+{"op":"add","path":"/elements/energy-title","value":{"type":"TextContent","props":{"text":"**Energy Use Today**","size":"small"}}}
+{"op":"add","path":"/elements/energy-val","value":{"type":"Heading","props":{"text":"14.8 MWh","level":"h2"}}}
+{"op":"add","path":"/elements/energy-sub","value":{"type":"TextContent","props":{"text":"Peak load: **2.1 MW** at 10:15 AM (Nominal range)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["safety-title","safety-val","safety-sub"]}}
+{"op":"add","path":"/elements/safety-title","value":{"type":"TextContent","props":{"text":"**Safety Metrics (YTD)**","size":"small"}}}
+{"op":"add","path":"/elements/safety-val","value":{"type":"Heading","props":{"text":"142 Days","level":"h2"}}}
+{"op":"add","path":"/elements/safety-sub","value":{"type":"TextContent","props":{"text":"Days since last lost-time incident • **1 Incident YTD**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-row-2","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["lines-title","lines-table"]}}
+{"op":"add","path":"/elements/lines-title","value":{"type":"Heading","props":{"text":"Production Lines Live Status","level":"h3"}}}
+{"op":"add","path":"/elements/lines-table","value":{"type":"Table","props":{"columns":["col-line-name","col-line-status","col-line-rate","col-line-efficiency","col-line-operator"]}}}
+{"op":"add","path":"/elements/col-line-name","value":{"type":"Col","props":{"label":"Production Line","data":["Line 1 - Chassis Assembly","Line 2 - Stamping Press","Line 3 - Welding Bay","Line 4 - Injection Molding"]}}}
+{"op":"add","path":"/elements/col-line-status","value":{"type":"Col","props":{"label":"Status","data":["🟢 RUNNING","🔴 STOPPED (Andon Alert)","🟢 RUNNING","🟡 THROTTLED"]}}}
+{"op":"add","path":"/elements/col-line-rate","value":{"type":"Col","props":{"label":"Current Rate","data":["450 units/hr (100%)","0 units/hr (0%)","380 units/hr (95%)","210 units/hr (60%)"]}}}
+{"op":"add","path":"/elements/col-line-efficiency","value":{"type":"Col","props":{"label":"OEE","data":["88.5%","62.1%","89.0%","79.4%"]}}}
+{"op":"add","path":"/elements/col-line-operator","value":{"type":"Col","props":{"label":"Lead Operator","data":["J. Miller","A. Vance","R. Kowalski","S. Chen"]}}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-ops","tab-quality","tab-maint","tab-supply"]}}}
+{"op":"add","path":"/elements/tab-ops","value":{"type":"TabItem","props":{"value":"ops","trigger":"Operations & Output","content":["ops-container"]}}}
+{"op":"add","path":"/elements/tab-quality","value":{"type":"TabItem","props":{"value":"quality","trigger":"Quality & Defects","content":["quality-container"]}}}
+{"op":"add","path":"/elements/tab-maint","value":{"type":"TabItem","props":{"value":"maint","trigger":"Maintenance & Downtime","content":["maint-container"]}}}
+{"op":"add","path":"/elements/tab-supply","value":{"type":"TabItem","props":{"value":"supply","trigger":"Inventory & Deliveries","content":["supply-container"]}}}
+{"op":"add","path":"/elements/ops-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["shift-chart-card","work-orders-card"]}}
+{"op":"add","path":"/elements/shift-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-chart-header","shift-chart"]}}
+{"op":"add","path":"/elements/shift-chart-header","value":{"type":"CardHeader","props":{"title":"Shift Output Comparison (Actual vs Target)","subtitle":"Comparison across Morning, Afternoon, and Night shifts for today"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Shift 1 (Morning)","Shift 2 (Afternoon - Current)","Shift 3 (Night - Projected)"],"series":["series-actual","series-target"],"xLabel":"Shift","yLabel":"Units Output"}}}
+{"op":"add","path":"/elements/series-actual","value":{"type":"Series","props":{"category":"Actual Output","values":[1420,1180,0]}}}
+{"op":"add","path":"/elements/series-target","value":{"type":"Series","props":{"category":"Target","values":[1350,1350,1300]}}}
+{"op":"add","path":"/elements/work-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["wo-header","wo-table"]}}
+{"op":"add","path":"/elements/wo-header","value":{"type":"CardHeader","props":{"title":"Open Work Orders & Priorities","subtitle":"Current maintenance and floor modification tickets"}}}
+{"op":"add","path":"/elements/wo-table","value":{"type":"Table","props":{"columns":["wo-col-id","wo-col-machine","wo-col-issue","wo-col-prio","wo-col-status"]}}}
+{"op":"add","path":"/elements/wo-col-id","value":{"type":"Col","props":{"label":"WO #","data":["WO-4091","WO-4088","WO-4075","WO-4062"]}}}
+{"op":"add","path":"/elements/wo-col-machine","value":{"type":"Col","props":{"label":"Machine / Asset","data":["Press #2 Hydraulic Ram","Conveyor Belt Line 4","Robotic Welder Arm #3","Cooling Tower Pump B"]}}}
+{"op":"add","path":"/elements/wo-col-issue","value":{"type":"Col","props":{"label":"Issue Description","data":["High temperature spike & sensor trip","Feed motor belt tension slipping","Calibrate arm precision path","Replace leaking flange seal"]}}}
+{"op":"add","path":"/elements/wo-col-prio","value":{"type":"Col","props":{"label":"Priority","data":["🔴 URGENT","🟡 HIGH","🟢 MEDIUM","🟢 LOW"]}}}
+{"op":"add","path":"/elements/wo-col-status","value":{"type":"Col","props":{"label":"Status","data":["In Progress","Scheduled","Pending Parts","Open"]}}}
+{"op":"add","path":"/elements/quality-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["defect-chart-card","quality-holds-card"]}}
+{"op":"add","path":"/elements/defect-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["defect-header","defect-chart"]}}
+{"op":"add","path":"/elements/defect-header","value":{"type":"CardHeader","props":{"title":"Defect Rate Trend (Past 30 Days)","subtitle":"Percentage of non-conforming units vs plant threshold (max 2.0%)"}}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4","Today"],"series":["series-defect-rate","series-defect-limit"],"xLabel":"Timeframe","yLabel":"Defect Rate (%)"}}}
+{"op":"add","path":"/elements/series-defect-rate","value":{"type":"Series","props":{"category":"Defect Rate %","values":[1.8,1.4,2.1,1.2,0.9]}}}
+{"op":"add","path":"/elements/series-defect-limit","value":{"type":"Series","props":{"category":"Upper Limit (2.0%)","values":[2.0,2.0,2.0,2.0,2.0]}}}
+{"op":"add","path":"/elements/quality-holds-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hold-header","hold-table"]}}
+{"op":"add","path":"/elements/hold-header","value":{"type":"CardHeader","props":{"title":"Batches on Quality Hold","subtitle":"Quarantined production lots pending QA sign-off"}}}
+{"op":"add","path":"/elements/hold-table","value":{"type":"Table","props":{"columns":["hold-col-batch","hold-col-line","hold-col-qty","hold-col-reason","hold-col-time"]}}}
+{"op":"add","path":"/elements/hold-col-batch","value":{"type":"Col","props":{"label":"Batch Number","data":["BAT-2024-881","BAT-2024-884","BAT-2024-890"]}}}
+{"op":"add","path":"/elements/hold-col-line","value":{"type":"Col","props":{"label":"Origin Line","data":["Line 3 (Welding)","Line 2 (Stamping)","Line 4 (Molding)"]}}}
+{"op":"add","path":"/elements/hold-col-qty","value":{"type":"Col","props":{"label":"Quantity","data":["450 units","1,200 units","300 units"]}}}
+{"op":"add","path":"/elements/hold-col-reason","value":{"type":"Col","props":{"label":"Hold Reason","data":["Weld seam porosity anomaly","Surface dimension variance (+0.4mm)","Resin color inconsistency"]}}}
+{"op":"add","path":"/elements/hold-col-time","value":{"type":"Col","props":{"label":"Hold Time","data":["4 hrs ago","2 hrs ago","30 mins ago"]}}}
+{"op":"add","path":"/elements/maint-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["downtime-card","sched-maint-card","due-maint-card"]}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["downtime-header","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-header","value":{"type":"CardHeader","props":{"title":"Downtime Split by Cause (This Month)","subtitle":"Total unplanned downtime: 28.5 hours"}}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Mechanical Failure","Material Jam / Starvation","Electrical / Sensor Fault","Operator Error / Setup","Scheduled Changeover"],"values":[38,24,18,12,8],"variant":"donut"}}}
+{"op":"add","path":"/elements/sched-maint-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sched-header","sched-form"]}}
+{"op":"add","path":"/elements/sched-header","value":{"type":"CardHeader","props":{"title":"Schedule Machine Maintenance","subtitle":"Book preventive maintenance or repair window for floor machinery"}}}
+{"op":"add","path":"/elements/sched-form","value":{"type":"Form","props":{"name":"schedForm","buttons":"sched-btns","fields":["sched-machine-ctrl","sched-date-ctrl","sched-type-ctrl"]}}}
+{"op":"add","path":"/elements/sched-machine-ctrl","value":{"type":"FormControl","props":{"label":"Select Machine / Asset","input":"sched-machine-select"}}}
+{"op":"add","path":"/elements/sched-machine-select","value":{"type":"Select","props":{"name":"machine","items":["m-opt-1","m-opt-2","m-opt-3","m-opt-4","m-opt-5"],"value":{"$bindState":"/sched/machine"}}}}
+{"op":"add","path":"/elements/m-opt-1","value":{"type":"SelectItem","props":{"value":"Press-02","label":"Stamping Press #2 (Line 2)"}}}
+{"op":"add","path":"/elements/m-opt-2","value":{"type":"SelectItem","props":{"value":"Weld-03","label":"Robotic Welder #3 (Line 3)"}}}
+{"op":"add","path":"/elements/m-opt-3","value":{"type":"SelectItem","props":{"value":"Mold-01","label":"Injection Mold #1 (Line 4)"}}}
+{"op":"add","path":"/elements/m-opt-4","value":{"type":"SelectItem","props":{"value":"Conv-04","label":"Main Conveyor #4 (Line 4)"}}}
+{"op":"add","path":"/elements/m-opt-5","value":{"type":"SelectItem","props":{"value":"Comp-01","label":"Air Compressor Unit A"}}}
+{"op":"add","path":"/elements/sched-date-ctrl","value":{"type":"FormControl","props":{"label":"Target Maintenance Date","input":"sched-date-picker"}}}
+{"op":"add","path":"/elements/sched-date-picker","value":{"type":"DatePicker","props":{"name":"date","mode":"single","value":{"$bindState":"/sched/date"}}}}
+{"op":"add","path":"/elements/sched-type-ctrl","value":{"type":"FormControl","props":{"label":"Maintenance Work Type","input":"sched-type-radio"}}}
+{"op":"add","path":"/elements/sched-type-radio","value":{"type":"RadioGroup","props":{"name":"type","items":["st-pm","st-cm","st-cal"],"value":{"$bindState":"/sched/type"}}}}
+{"op":"add","path":"/elements/st-pm","value":{"type":"RadioItem","props":{"value":"pm","label":"Preventive Maintenance (PM)"}}}
+{"op":"add","path":"/elements/st-cm","value":{"type":"RadioItem","props":{"value":"cm","label":"Corrective Repair"}}}
+{"op":"add","path":"/elements/st-cal","value":{"type":"RadioItem","props":{"value":"cal","label":"Calibration & Sensor Check"}}}
+{"op":"add","path":"/elements/sched-btns","value":{"type":"Buttons","props":{"buttons":["btn-submit-maint"]}}}
+{"op":"add","path":"/elements/btn-submit-maint","value":{"type":"Button","props":{"label":"Confirm Maintenance Window","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduledEvents","value":{"id":"$id","machine":{"$state":"/sched/machine"},"date":{"$state":"/sched/date"},"type":{"$state":"/sched/type"}}}}}}}
+{"op":"add","path":"/state/sched","value":{"machine":"Press-02","date":[],"type":"pm"}}
+{"op":"add","path":"/state/scheduledEvents","value":[]}
+{"op":"add","path":"/elements/due-maint-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["due-header","due-table"]}}
+{"op":"add","path":"/elements/due-header","value":{"type":"CardHeader","props":{"title":"Machines Due / Overdue for Maintenance","subtitle":"Assets reaching engine hour limits or calendar PM schedules"}}}
+{"op":"add","path":"/elements/due-table","value":{"type":"Table","props":{"columns":["due-col-asset","due-col-pm","due-col-hrs","due-col-status"]}}}
+{"op":"add","path":"/elements/due-col-asset","value":{"type":"Col","props":{"label":"Machine / Asset","data":["Stamping Press #2","Air Compressor Unit A","Robotic Welder Arm #3","Cooling Tower Pump B"]}}}
+{"op":"add","path":"/elements/due-col-pm","due-col-pm":{"type":"Col","props":{"label":"Scheduled PM Interval","data":["500 Hr Overhaul","Quarterly Filter Swap","1,000 Hr Calibration","Annual Bearing Check"]}}}
+{"op":"add","path":"/elements/due-col-hrs","value":{"type":"Col","props":{"label":"Operating Hours / Due","data":["512 hrs (Overdue by 12h)","Due tomorrow","Due in 3 days","Due in 5 days"]}}}
+{"op":"add","path":"/elements/due-col-status","value":{"type":"Col","props":{"label":"Urgency","data":["🔴 CRITICAL OVERDUE","🟡 HIGH","🟢 NORMAL","🟢 NORMAL"]}}}
+{"op":"add","path":"/elements/supply-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["stock-card","deliveries-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-grid"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Raw Material Stock Levels","subtitle":"Real-time inventory levels for key floor materials"}}}
+{"op":"add","path":"/elements/stock-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["stock-steel","stock-resin","stock-pkg"]}}
+{"op":"add","path":"/elements/stock-steel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steel-title","steel-val","steel-prog"]}}
+{"op":"add","path":"/elements/steel-title","value":{"type":"TextContent","props":{"text":"**Steel Coils (Sheet Metal)**","size":"small"}}}
+{"op":"add","path":"/elements/steel-val","value":{"type":"Heading","props":{"text":"42.5 Tons","level":"h3"}}}
+{"op":"add","path":"/elements/steel-prog","value":{"type":"Progress","props":{"value":708,"label":"70.8% of Max Stock (Buffer: 4.2 Days)"}}}
+{"op":"add","path":"/elements/stock-resin","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["resin-title","resin-val","resin-prog"]}}
+{"op":"add","path":"/elements/resin-title","value":{"type":"TextContent","props":{"text":"**Polymer Resin Pellets**","size":"small"}}}
+{"op":"add","path":"/elements/resin-val","value":{"type":"Heading","props":{"text":"3.8 Tons","level":"h3"}}}
+{"op":"add","path":"/elements/resin-prog","value":{"type":"Progress","props":{"value":19,"label":"⚠️ 19.0% LOW STOCK (Buffer: 0.8 Days)"}}}
+{"op":"add","path":"/elements/stock-pkg","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["pkg-title","pkg-val","pkg-prog"]}}
+{"op":"add","path":"/elements/pkg-title","value":{"type":"TextContent","props":{"text":"**Packaging Materials (Corrugated/Pallets)**","size":"small"}}}
+{"op":"add","path":"/elements/pkg-val","value":{"type":"Heading","props":{"text":"1,240 Units","level":"h3"}}}
+{"op":"add","path":"/elements/pkg-prog","value":{"type":"Progress","props":{"value":82,"label":"82.0% of Max Stock (Buffer: 6.0 Days)"}}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["del-header","del-table"]}}
+{"op":"add","path":"/elements/del-header","value":{"type":"CardHeader","props":{"title":"Supplier Deliveries Due This Week","subtitle":"Inbound raw material shipments and PO status"}}}
+{"op":"add","path":"/elements/del-table","value":{"type":"Table","props":{"columns":["del-col-po","del-col-supp","del-col-mat","del-col-qty","del-col-eta","del-col-stat"]}}}
+{"op":"add","path":"/elements/del-col-po","value":{"type":"Col","props":{"label":"PO Number","data":["PO-99211","PO-99245","PO-99280","PO-99302"]}}}
+{"op":"add","path":"/elements/del-col-supp","value":{"type":"Col","props":{"label":"Supplier","data":["Apex Steel Ltd.","PolyChem Resins Inc.","PackCorp Industrial","Apex Steel Ltd."]}}}
+{"op":"add","path":"/elements/del-col-mat","value":{"type":"Col","props":{"label":"Material","data":["Cold-Rolled Steel Coils","HDPE Resin Pellets","Heavy Duty Pallets","Galvanized Steel Strip"]}}}
+{"op":"add","path":"/elements/del-col-qty","value":{"type":"Col","props":{"label":"Quantity","data":["20 Tons","15 Tons","500 Pallets","10 Tons"]}}}
+{"op":"add","path":"/elements/del-col-eta","value":{"type":"Col","props":{"label":"ETA Date","data":["Today (14:30)","Tomorrow (09:00)","Oct 26","Oct 28"]}}}
+{"op":"add","path":"/elements/del-col-stat","value":{"type":"Col","props":{"label":"Status","data":["🚚 In Transit","🟢 On Schedule","🟢 Confirmed","🟡 Pending Confirmation"]}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..8e3a588ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,121 @@
+{"op":"add","path":"/root","value":"ops-dashboard"}
+{"op":"add","path":"/elements/ops-dashboard","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","filter-toolbar","kpi-grid","main-tabs"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["header-title","header-status"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"StreamPulse Operations Command","subtitle":"Real-time global streaming infrastructure & catalog control"}}}
+{"op":"add","path":"/elements/header-status","value":{"type":"Tag","props":{"text":"LIVE INFRASTRUCTURE: OPTIMAL","variant":"success","icon":"check"}}}
+{"op":"add","path":"/elements/filter-toolbar","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"clear"},"children":["region-filter-control","promo-dialog-trigger"]}}
+{"op":"add","path":"/elements/region-filter-control","value":{"type":"FormControl","props":{"label":"Focus Region (Item 14)","input":"region-select","hint":"Filter regional metrics across telemetry"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region_select","value":{"$bindState":"/selectedRegion"},"placeholder":"Select Region","items":["opt-global","opt-na","opt-eu","opt-apac","opt-latam"]}}}
+{"op":"add","path":"/elements/opt-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America (NA)"}}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe (EU)"}}}
+{"op":"add","path":"/elements/opt-apac","value":{"type":"SelectItem","props":{"value":"Asia-Pacific","label":"Asia-Pacific (APAC)"}}}
+{"op":"add","path":"/elements/opt-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America (LATAM)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/promo-dialog-trigger","value":{"type":"DialogBlock","props":{"triggerLabel":"Promote Title on Home Screen (Item 16)","triggerVariant":"default","title":"Feature Home Screen Promotion","description":"Configure spotlight campaign for selected title","content":["promo-form"]}}}
+{"op":"add","path":"/elements/promo-form","value":{"type":"Form","props":{"name":"promote_form","buttons":"promo-form-buttons","fields":["promo-title-control","promo-slot-control","promo-callout"]}}}
+{"op":"add","path":"/elements/promo-title-control","value":{"type":"FormControl","props":{"label":"Select Title to Promote","input":"promo-title-input"}}}
+{"op":"add","path":"/elements/promo-title-input","value":{"type":"Input","props":{"name":"promo_title","placeholder":"e.g. Cyberbound 2099","value":{"$bindState":"/promoTitle"}}}}
+{"op":"add","path":"/elements/promo-slot-control","value":{"type":"FormControl","props":{"label":"Hero Banner Slot","input":"promo-slot-select"}}}
+{"op":"add","path":"/elements/promo-slot-select","value":{"type":"Select","props":{"name":"promo_slot","value":{"$bindState":"/promotedSlot"},"placeholder":"Select Banner Slot","items":["slot-hero-1","slot-hero-2","slot-takeover"]}}}
+{"op":"add","path":"/elements/slot-hero-1","value":{"type":"SelectItem","props":{"value":"Hero Main Carousel #1","label":"Hero Main Carousel #1"}}}
+{"op":"add","path":"/elements/slot-hero-2","value":{"type":"SelectItem","props":{"value":"Category Spotlight #1","label":"Category Spotlight #1"}}}
+{"op":"add","path":"/elements/slot-takeover","value":{"type":"SelectItem","props":{"value":"Global App Takeover Banner","label":"Global App Takeover Banner"}}}
+{"op":"add","path":"/elements/promo-callout","value":{"type":"Callout","props":{"variant":"info","title":"Instant Deployment","description":"Promotions take effect globally within 45 seconds across all client apps."}}}
+{"op":"add","path":"/elements/promo-form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-promo"]}}}
+{"op":"add","path":"/elements/btn-submit-promo","value":{"type":"Button","props":{"label":"Publish Promotion Now","variant":"primary"}}}
+{"op":"add","path":"/state/promoTitle","value":"Cyberbound 2099"}
+{"op":"add","path":"/state/promotedSlot","value":"Hero Main Carousel #1"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-viewers","kpi-buffering","kpi-recs","kpi-null-searches"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-viewers-title","kpi-viewers-val","kpi-viewers-tag"]}}
+{"op":"add","path":"/elements/kpi-viewers-title","value":{"type":"TextContent","props":{"text":"1. Viewers Watching Right Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-viewers-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/currentViewers"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-viewers-tag","value":{"type":"Tag","props":{"text":"+12.4% vs peak hour","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-buffering","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-buff-title","kpi-buff-val","kpi-buff-tag"]}}
+{"op":"add","path":"/elements/kpi-buff-title","value":{"type":"TextContent","props":{"text":"6. Global Buffering Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-buff-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/bufferingRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-buff-tag","value":{"type":"Tag","props":{"text":"Target < 0.50%","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-recs","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-recs-title","kpi-recs-val","kpi-recs-tag"]}}
+{"op":"add","path":"/elements/kpi-recs-title","value":{"type":"TextContent","props":{"text":"10. Recs Click Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-recs-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/recommendationClickRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-recs-tag","value":{"type":"Tag","props":{"text":"AI Engine v4.2 Active","variant":"info"}}}
+{"op":"add","path":"/elements/kpi-null-searches","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-searches-title","kpi-searches-val","kpi-searches-tag"]}}
+{"op":"add","path":"/elements/kpi-searches-title","value":{"type":"TextContent","props":{"text":"11. Zero-Playback Searches","size":"small"}}}
+{"op":"add","path":"/elements/kpi-searches-val","value":{"type":"Heading","props":{"text":{"$state":"/kpi/zeroPlaybackSearches"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-searches-tag","value":{"type":"Tag","props":{"text":"Needs catalog acquisition","variant":"warning"}}}
+{"op":"add","path":"/state/kpi","value":{"currentViewers":"4,281,904","bufferingRate":"0.32%","recommendationClickRate":"34.8%","zeroPlaybackSearches":"142,500/day"}}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-content","tab-infra","tab-flags"]}}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Overview & Subscriptions","content":["overview-card"]}}}
+{"op":"add","path":"/elements/tab-content","value":{"type":"TabItem","props":{"value":"content","trigger":"Content & Licensing","content":["content-card"]}}}
+{"op":"add","path":"/elements/tab-infra","value":{"type":"TabItem","props":{"value":"infra","trigger":"Infrastructure & Quality","content":["infra-card"]}}}
+{"op":"add","path":"/elements/tab-flags","value":{"type":"TabItem","props":{"value":"flags","trigger":"Feature Flags (15)","content":["flags-card"]}}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["watch-time-section","subs-and-revenue-grid","distribution-grid"]}}
+{"op":"add","path":"/elements/watch-time-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["watch-time-header","watch-time-chart"]}}
+{"op":"add","path":"/elements/watch-time-header","value":{"type":"Heading","props":{"text":"3. Watch Time Over Past Month (Millions of Hours)","level":"h3"}}}
+{"op":"add","path":"/elements/watch-time-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-watch-time"],"xLabel":"Timeframe","yLabel":"Hours (Millions)"}}}
+{"op":"add","path":"/elements/series-watch-time","value":{"type":"Series","props":{"category":"Watch Hours","values":[320,380,410,465]}}}
+{"op":"add","path":"/elements/subs-and-revenue-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["subs-chart-card","genre-chart-card"]}}
+{"op":"add","path":"/elements/subs-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["subs-header","subs-chart"]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"Heading","props":{"text":"4. New Subscribers vs. Cancellations","level":"h3"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Jan","Feb","Mar","Apr","May","Jun"],"series":["series-new-subs","series-churn-subs"],"variant":"grouped"}}}
+{"op":"add","path":"/elements/series-new-subs","value":{"type":"Series","props":{"category":"New Subscribers (k)","values":[450,520,610,580,640,710]}}}
+{"op":"add","path":"/elements/series-churn-subs","value":{"type":"Series","props":{"category":"Cancellations (k)","values":[120,110,140,130,115,105]}}}
+{"op":"add","path":"/elements/genre-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["genre-header","genre-chart"]}}
+{"op":"add","path":"/elements/genre-header","value":{"type":"Heading","props":{"text":"5. Performance by Genre","level":"h3"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"RadarChart","props":{"labels":["Sci-Fi","Drama","Comedy","Documentary","Action","Anime"],"series":["series-genre-performance"]}}}
+{"op":"add","path":"/elements/series-genre-performance","value":{"type":"Series","props":{"category":"Engagement Score","values":[92,85,68,74,89,81]}}}
+{"op":"add","path":"/elements/distribution-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["rev-plan-card","device-split-card"]}}
+{"op":"add","path":"/elements/rev-plan-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rev-plan-header","rev-plan-chart"]}}
+{"op":"add","path":"/elements/rev-plan-header","value":{"type":"Heading","props":{"text":"12. Revenue Split by Plan","level":"h3"}}}
+{"op":"add","path":"/elements/rev-plan-chart","value":{"type":"PieChart","props":{"labels":["Basic (Ads)","Standard (1080p)","Premium 4K HDR","Mobile Only"],"values":[28,42,22,8],"variant":"donut"}}}
+{"op":"add","path":"/elements/device-split-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["device-header","device-chart"]}}
+{"op":"add","path":"/elements/device-header","value":{"type":"Heading","props":{"text":"13. Viewing Split by Device","level":"h3"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"RadialChart","props":{"labels":["Smart TV","Mobile","Desktop","Gaming Console","Streaming Sticks"],"values":[48,26,12,9,5]}}}
+{"op":"add","path":"/elements/content-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["top-titles-section","releases-and-licenses-grid"]}}
+{"op":"add","path":"/elements/top-titles-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-titles-header","top-titles-table"]}}
+{"op":"add","path":"/elements/top-titles-header","value":{"type":"Heading","props":{"text":"2. Most-Watched Titles (Past 30 Days)","level":"h3"}}}
+{"op":"add","path":"/elements/top-titles-table","value":{"type":"Table","props":{"columns":["col-title-rank","col-title-name","col-title-genre","col-title-hours","col-title-completion"]}}}
+{"op":"add","path":"/elements/col-title-rank","value":{"type":"Col","props":{"label":"Rank","data":["#1","#2","#3","#4","#5"],"type":"string"}}}
+{"op":"add","path":"/elements/col-title-name","value":{"type":"Col","props":{"label":"Title Name","data":["Cyberbound 2099 (Season 2)","The Last Horizon","Shadows of Tokyo","Chef's Secrets: Italy","Galactic Odyssey"],"type":"string"}}}
+{"op":"add","path":"/elements/col-title-genre","value":{"type":"Col","props":{"label":"Genre","data":["Sci-Fi","Sci-Fi Drama","Crime Thriller","Documentary","Sci-Fi Action"],"type":"string"}}}
+{"op":"add","path":"/elements/col-title-hours","value":{"type":"Col","props":{"label":"Watch Hours (M)","data":["148.5 M","112.1 M","89.4 M","64.2 M","58.9 M"],"type":"string"}}}
+{"op":"add","path":"/elements/col-title-completion","value":{"type":"Col","props":{"label":"Completion Rate","data":["88%","82%","79%","91%","74%"],"type":"string"}}}
+{"op":"add","path":"/elements/releases-and-licenses-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["releases-card","licenses-card"]}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["releases-header","releases-list"]}}
+{"op":"add","path":"/elements/releases-header","value":{"type":"Heading","props":{"text":"8. Releases Coming This Month","level":"h3"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"ListBlock","props":{"variant":"number","items":["rel-1","rel-2","rel-3","rel-4"]}}}
+{"op":"add","path":"/elements/rel-1","value":{"type":"ListItem","props":{"title":"Neon Metropolis - Season 1","subtitle":"Releasing Oct 12 • Global Originals • 4K HDR Dolby Vision"}}}
+{"op":"add","path":"/elements/rel-2","value":{"type":"ListItem","props":{"title":"Deep Ocean Mysteries","subtitle":"Releasing Oct 18 • Documentary Series • 8 Episodes"}}}
+{"op":"add","path":"/elements/rel-3","value":{"type":"ListItem","props":{"title":"Velocity: Championship Final","subtitle":"Releasing Oct 22 • Live Event • Exclusively Streaming"}}}
+{"op":"add","path":"/elements/rel-4","value":{"type":"ListItem","props":{"title":"Midnight Detective - Feature Film","subtitle":"Releasing Oct 29 • Movie Premiere"}}}
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["licenses-header","licenses-list"]}}
+{"op":"add","path":"/elements/licenses-header","value":{"type":"Heading","props":{"text":"9. Licenses Expiring Soon","level":"h3"}}}
+{"op":"add","path":"/elements/licenses-list","value":{"type":"ListBlock","props":{"variant":"image","items":["lic-1","lic-2","lic-3","lic-4"]}}}
+{"op":"add","path":"/elements/lic-1","value":{"type":"ListItem","props":{"title":"The Classic Comedy Vault (S1-S8)","subtitle":"Expires in 6 days • Rights Holder: Paramount Media • Renewal Pending"}}}
+{"op":"add","path":"/elements/lic-2","value":{"type":"ListItem","props":{"title":"Kingdom of Legends Trilogy","subtitle":"Expires in 12 days • Rights Holder: Warner Bros • Non-Renewing"}}}
+{"op":"add","path":"/elements/lic-3","value":{"type":"ListItem","props":{"title":"Urban Velocity (2018)","subtitle":"Expires in 19 days • Rights Holder: Sony Pictures • Deal Signed"}}}
+{"op":"add","path":"/elements/lic-4","value":{"type":"ListItem","props":{"title":"Global Wildlife Docu-pack","subtitle":"Expires in 28 days • Rights Holder: BBC Studios • In Negotiation"}}}
+{"op":"add","path":"/elements/infra-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["health-region-section","zero-search-section"]}}
+{"op":"add","path":"/elements/health-region-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["health-header","health-table"]}}
+{"op":"add","path":"/elements/health-header","value":{"type":"Heading","props":{"text":"7. Delivery Health by Region","level":"h3"}}}
+{"op":"add","path":"/elements/health-table","value":{"type":"Table","props":{"columns":["col-reg-name","col-reg-cdn","col-reg-bitrate","col-reg-rebuffer","col-reg-status"]}}}
+{"op":"add","path":"/elements/col-reg-name","value":{"type":"Col","props":{"label":"Region","data":["North America (US-East)","North America (US-West)","Europe (EU-Central)","Asia Pacific (AP-East)","Latin America (SA-East)"],"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-cdn","value":{"type":"Col","props":{"label":"CDN Edge Latency","data":["18 ms","22 ms","29 ms","41 ms","54 ms"],"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-bitrate","value":{"type":"Col","props":{"label":"Avg Bitrate","data":["8.4 Mbps","8.2 Mbps","7.9 Mbps","6.8 Mbps","5.9 Mbps"],"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-rebuffer","value":{"type":"Col","props":{"label":"Rebuffer Rate","data":["0.18%","0.21%","0.29%","0.42%","0.68%"],"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-status","value":{"type":"Col","props":{"label":"Health Status","data":["HEALTHY","HEALTHY","HEALTHY","DEGRADED","MONITORING"],"type":"string"}}}
+{"op":"add","path":"/elements/zero-search-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["zero-search-header","zero-search-table"]}}
+{"op":"add","path":"/elements/zero-search-header","value":{"type":"Heading","props":{"text":"11. Top Searches Ending Without Playback (Acquisition Signals)","level":"h3"}}}
+{"op":"add","path":"/elements/zero-search-table","value":{"type":"Table","props":{"columns":["col-search-query","col-search-volume","col-search-intent","col-search-recommendation"]}}}
+{"op":"add","path":"/elements/col-search-query","value":{"type":"Col","props":{"label":"Search Query","data":["Space Horizon 2","Summer Blockbuster 2024","Championship Live Fight","Classic Anime S3","Unlicensed Sitcom"],"type":"string"}}}
+{"op":"add","path":"/elements/col-search-volume","value":{"type":"Col","props":{"label":"Daily Searches","data":["48,200","36,100","29,800","18,400","10,000"],"type":"string"}}}
+{"op":"add","path":"/elements/col-search-intent","value":{"type":"Col","props":{"label":"Exit Reason","data":["Missing Title","Competitor Exclusive","Pay-Per-View Only","Region Restricted","Unknown Title"],"type":"string"}}}
+{"op":"add","path":"/elements/col-search-recommendation","value":{"type":"Col","props":{"label":"Action Suggested","data":["License Request #882","Feature Similar Sci-Fi","Acquire Sports Event","Update Licensing Rights","Add Alternative Keyword"],"type":"string"}}}
+{"op":"add","path":"/elements/flags-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["flags-header","flags-switches-container"]}}
+{"op":"add","path":"/elements/flags-header","value":{"type":"Heading","props":{"text":"15. Operations Feature Flags","level":"h3"}}}
+{"op":"add","path":"/elements/flags-switches-container","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["flag-1","flag-2","flag-3","flag-4","flag-5"]}}
+{"op":"add","path":"/elements/flag-1","value":{"type":"SwitchItem","props":{"name":"flag_4k_av1","label":"AV1 Codec Enabled for 4K Streams","description":"Reduces egress bandwidth by 22% on supported smart TVs and desktop browsers","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-2","value":{"type":"SwitchItem","props":{"name":"flag_ai_recs","label":"AI Recommendation Engine v4.2","description":"Real-time transformer model for homepage personalization","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-3","value":{"type":"SwitchItem","props":{"name":"flag_low_latency","label":"Ultra-Low Latency Live Pipeline (LL-HLS)","description":"Decreases stream delay to under 3.2 seconds for live sports events","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-4","value":{"type":"SwitchItem","props":{"name":"flag_dynamic_bitrate","label":"Aggressive Dynamic Bitrate Throttling","description":"Automatically scales down resolution in network congested regions during peaks","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-5","value":{"type":"SwitchItem","props":{"name":"flag_p2p_mesh","label":"P2P CDN Mesh Delivery (Mobile)","description":"Peer-to-peer offloading for Android and iOS devices in high-density areas","defaultChecked":true}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..4596b67b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,133 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header-card","control-bar","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title-group","header-status"]}}
+{"op":"add","path":"/elements/header-title-group","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["header-heading","header-sub"]}}
+{"op":"add","path":"/elements/header-heading","value":{"type":"Heading","props":{"text":"StreamPulse Operations Command","level":"h1"}}}
+{"op":"add","path":"/elements/header-sub","value":{"type":"TextContent","props":{"text":"Real-time global delivery metrics, playback health & catalog operations","size":"small"}}}
+{"op":"add","path":"/elements/header-status","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["live-indicator","incidents-badge"]}}
+{"op":"add","path":"/elements/live-indicator","value":{"type":"Tag","props":{"text":"LIVE OPERATIONS","variant":"success","size":"md","icon":"activity"}}}
+{"op":"add","path":"/elements/incidents-badge","value":{"type":"Badge","props":{"text":"0 Active Incidents","variant":"outline"}}}
+{"op":"add","path":"/elements/control-bar","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","wrap":true},"children":["region-selector-group","quick-actions-group"]}}
+{"op":"add","path":"/elements/region-selector-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region (Item 14):"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"selectedRegion","value":{"$bindState":"/selectedRegion"},"placeholder":"Select Region","items":["reg-opt-all","reg-opt-na","reg-opt-eu","reg-opt-apac","reg-opt-latam"]}}}
+{"op":"add","path":"/elements/reg-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/reg-opt-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America (NA)"}}}
+{"op":"add","path":"/elements/reg-opt-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe (EU)"}}}
+{"op":"add","path":"/elements/reg-opt-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific (APAC)"}}}
+{"op":"add","path":"/elements/reg-opt-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America (LATAM)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/quick-actions-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["promote-dialog-trigger"]}}
+{"op":"add","path":"/elements/promote-dialog-trigger","value":{"type":"DialogBlock","props":{"triggerLabel":"Promote Title on Home Screen (Item 16)","title":"Promote Catalog Item","description":"Feature a title globally or in specific target regions for instant home page priority placement.","triggerVariant":"default","content":["promote-form"]}}}
+{"op":"add","path":"/elements/promote-form","value":{"type":"Form","props":{"name":"promoteForm","buttons":"promote-btn-group","fields":["promote-title-fc","promote-region-fc","promote-slot-fc"]}}}
+{"op":"add","path":"/elements/promote-title-fc","value":{"type":"FormControl","props":{"label":"Select Title","input":"promote-title-select","hint":"Choose from current active licensing catalog"}}}
+{"op":"add","path":"/elements/promote-title-select","value":{"type":"Select","props":{"name":"promoteTitle","value":{"$bindState":"/promoteForm/title"},"placeholder":"Select title...","items":["pt-1","pt-2","pt-3","pt-4"]}}}
+{"op":"add","path":"/elements/pt-1","value":{"type":"SelectItem","props":{"value":"cyber_chronicles","label":"Cyber Chronicles (Season 3)"}}}
+{"op":"add","path":"/elements/pt-2","value":{"type":"SelectItem","props":{"value":"dark_horizon","label":"Dark Horizon: Origins"}}}
+{"op":"add","path":"/elements/pt-3","value":{"type":"SelectItem","props":{"value":"velocity_x","label":"Velocity X: Grand Prix"}}}
+{"op":"add","path":"/elements/pt-4","value":{"type":"SelectItem","props":{"value":"gourmet_quest","label":"Gourmet Quest: Japan"}}}
+{"op":"add","path":"/elements/promote-region-fc","value":{"type":"FormControl","props":{"label":"Target Audience Region","input":"promote-region-select"}}}
+{"op":"add","path":"/elements/promote-region-select","value":{"type":"Select","props":{"name":"promoteRegion","value":{"$bindState":"/promoteForm/region"},"placeholder":"Select audience...","items":["pr-all","pr-na","pr-eu","pr-apac"]}}}
+{"op":"add","path":"/elements/pr-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global Hero Carousel"}}}
+{"op":"add","path":"/elements/pr-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America Only"}}}
+{"op":"add","path":"/elements/pr-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe Only"}}}
+{"op":"add","path":"/elements/pr-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific Only"}}}
+{"op":"add","path":"/elements/promote-slot-fc","value":{"type":"FormControl","props":{"label":"Placement Hero Position","input":"promote-slot-radio"}}}
+{"op":"add","path":"/elements/promote-slot-radio","value":{"type":"RadioGroup","props":{"name":"promoteSlot","defaultValue":"slot1","items":["slot-item-1","slot-item-2","slot-item-3"]}}}
+{"op":"add","path":"/elements/slot-item-1","value":{"type":"RadioItem","props":{"value":"slot1","label":"Hero Banner Slot #1 (Primary)","description":"Replaces current lead hero banner"}}}
+{"op":"add","path":"/elements/slot-item-2","value":{"type":"RadioItem","props":{"value":"slot2","label":"Hero Banner Slot #2","description":"Secondary hero spot in main carousel"}}}
+{"op":"add","path":"/elements/slot-item-3","value":{"type":"RadioItem","props":{"value":"slot3","label":"Trending Now Spot #1","description":"Pinned at start of Trending row"}}}
+{"op":"add","path":"/elements/promote-btn-group","value":{"type":"Buttons","props":{"direction":"row","buttons":["submit-promote-btn"]}}}
+{"op":"add","path":"/elements/submit-promote-btn","value":{"type":"Button","props":{"label":"Publish Promotion Now","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promotionStatus","value":"Successfully promoted title to hero carousel!"}}}}}
+{"op":"add","path":"/state/promoteForm","value":{"title":"cyber_chronicles","region":"all"}}
+{"op":"add","path":"/state/promotionStatus","value":""}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-card-1","kpi-card-2","kpi-card-3","kpi-card-4"]}}
+{"op":"add","path":"/elements/kpi-card-1","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-1-label","kpi-1-val","kpi-1-sub"]}}
+{"op":"add","path":"/elements/kpi-1-label","value":{"type":"TextContent","props":{"text":"Concurrent Viewers (Item 1)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-1-val","value":{"type":"Heading","props":{"text":{"$state":"/viewersNow"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-1-sub","value":{"type":"Tag","props":{"text":"+8.4% vs last hour","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/viewersNow","value":"1,428,950"}
+{"op":"add","path":"/elements/kpi-card-2","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-2-label","kpi-2-val","kpi-2-sub"]}}
+{"op":"add","path":"/elements/kpi-2-label","value":{"type":"TextContent","props":{"text":"Buffering Rate (Item 6)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-2-val","value":{"type":"Heading","props":{"text":{"$state":"/bufferingRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-2-sub","value":{"type":"Tag","props":{"text":"Target < 0.50%","variant":"info","size":"sm"}}}
+{"op":"add","path":"/state/bufferingRate","value":"0.24%"}
+{"op":"add","path":"/elements/kpi-card-3","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-3-label","kpi-3-val","kpi-3-sub"]}}
+{"op":"add","path":"/elements/kpi-3-label","value":{"type":"TextContent","props":{"text":"Rec. Click-Through Rate (Item 10)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-3-val","value":{"type":"Heading","props":{"text":{"$state":"/recClickRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-3-sub","value":{"type":"Tag","props":{"text":"+1.2% this week","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/recClickRate","value":"34.8%"}
+{"op":"add","path":"/elements/kpi-card-4","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-4-label","kpi-4-val","kpi-4-sub"]}}
+{"op":"add","path":"/elements/kpi-4-label","value":{"type":"TextContent","props":{"text":"Zero-Playback Searches (Item 11)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-4-val","value":{"type":"Heading","props":{"text":{"$state":"/zeroPlaybackRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-4-sub","value":{"type":"Tag","props":{"text":"-0.8% error rate","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/zeroPlaybackRate","value":"4.1%"}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-item-overview","tab-item-content","tab-item-distribution","tab-item-catalog"]}}}
+{"op":"add","path":"/elements/tab-item-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Core Operations Overview","content":["overview-layout"]}}}
+{"op":"add","path":"/elements/overview-layout","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["overview-top-row","overview-bottom-row"]}}
+{"op":"add","path":"/elements/overview-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["watchtime-card","subscribers-card"]}}
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["watchtime-header","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-header","value":{"type":"CardHeader","props":{"title":"Watch Time over Past Month (Item 3)","subtitle":"Total view hours trended daily across all platforms (Millions of Hours)"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-watchtime"],"xLabel":"Month Timeline","yLabel":"Hours (M)"}}}
+{"op":"add","path":"/elements/series-watchtime","value":{"type":"Series","props":{"category":"Global View Hours","values":[42.5,48.1,51.8,58.4]}}}
+{"op":"add","path":"/elements/subscribers-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["subscribers-header","subscribers-chart"]}}
+{"op":"add","path":"/elements/subscribers-header","value":{"type":"CardHeader","props":{"title":"New Subscribers vs Cancellations (Item 4)","subtitle":"Weekly net churn & growth tracking"}}}
+{"op":"add","path":"/elements/subscribers-chart","value":{"type":"BarChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["series-new-subs","series-cancels"],"variant":"grouped","xLabel":"Weeks","yLabel":"Count"}}}
+{"op":"add","path":"/elements/series-new-subs","value":{"type":"Series","props":{"category":"New Signups","values":[124000,138000,145000,162000]}}}
+{"op":"add","path":"/elements/series-cancels","value":{"type":"Series","props":{"category":"Cancellations","values":[28000,31000,29000,26000]}}}
+{"op":"add","path":"/elements/overview-bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["revenue-card","device-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["revenue-header","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue Split by Plan (Item 12)","subtitle":"Monthly Recurring Revenue distribution by subscription tier"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"PieChart","props":{"labels":["Basic (With Ads)","Standard (HD)","Premium (4K HDR)","Mobile Only Tier"],"values":[28,42,22,8],"variant":"donut"}}}
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["device-header","device-chart"]}}
+{"op":"add","path":"/elements/device-header","value":{"type":"CardHeader","props":{"title":"Viewing Split by Device (Item 13)","subtitle":"Active session distribution across hardware client types"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"PieChart","props":{"labels":["Smart TVs","Streaming Sticks","Mobile (iOS/Android)","Web Browsers","Gaming Consoles"],"values":[48,24,16,8,4],"variant":"pie"}}}
+{"op":"add","path":"/elements/tab-item-content","value":{"type":"TabItem","props":{"value":"content","trigger":"Content & Programming","content":["content-layout"]}}}
+{"op":"add","path":"/elements/content-layout","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["most-watched-card","genre-card"]}}
+{"op":"add","path":"/elements/most-watched-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["most-watched-header","most-watched-chart"]}}
+{"op":"add","path":"/elements/most-watched-header","value":{"type":"CardHeader","props":{"title":"Most-Watched Titles with Hours (Item 2)","subtitle":"Top performing movies and series this week (Millions of Hours)"}}}
+{"op":"add","path":"/elements/most-watched-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Cyber Chronicles S3","Dark Horizon: Origins","Velocity X","Gourmet Quest","Quantum Paradox","The Silent Echo"],"series":["series-title-hours"],"xLabel":"Hours Watched (M)"}}}
+{"op":"add","path":"/elements/series-title-hours","value":{"type":"Series","props":{"category":"Watch Hours","values":[84.2,62.8,51.4,43.1,38.9,29.5]}}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["genre-header","genre-chart"]}}
+{"op":"add","path":"/elements/genre-header","value":{"type":"CardHeader","props":{"title":"Performance by Genre (Item 5)","subtitle":"Multi-axis engagement radar by content classification"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"RadarChart","props":{"labels":["Sci-Fi","Drama","Action","Documentary","Comedy","Thriller"],"series":["series-genre-engagement"]}}}
+{"op":"add","path":"/elements/series-genre-engagement","value":{"type":"Series","props":{"category":"Viewer Index","values":[92,85,78,64,71,88]}}}
+{"op":"add","path":"/elements/tab-item-distribution","value":{"type":"TabItem","props":{"value":"distribution","trigger":"CDN & Network Health","content":["distribution-layout"]}}}
+{"op":"add","path":"/elements/distribution-layout","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["delivery-health-card","search-gap-card"]}}
+{"op":"add","path":"/elements/delivery-health-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["delivery-header","delivery-table"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery Health by Region (Item 7)","subtitle":"Real-time Edge CDN performance, latency, and packet loss matrix"}}}
+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["col-region","col-latency","col-bitrate","col-health"]}}}
+{"op":"add","path":"/elements/col-region","value":{"type":"Col","props":{"label":"Region Code","data":["North America (US-East)","North America (US-West)","Europe (EU-Central)","Asia Pacific (AP-South)","Latin America (SA-East)"],"type":"string"}}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"Edge Latency","data":["18 ms","22 ms","29 ms","45 ms","52 ms"],"type":"string"}}}
+{"op":"add","path":"/elements/col-bitrate","value":{"type":"Col","props":{"label":"Avg Bitrate","data":["8.4 Mbps","8.2 Mbps","7.9 Mbps","6.8 Mbps","6.1 Mbps"],"type":"string"}}}
+{"op":"add","path":"/elements/col-health","value":{"type":"Col","props":{"label":"CDN Status","data":["Optimal","Optimal","Optimal","Degraded Traffic","Optimal"],"type":"string"}}}
+{"op":"add","path":"/elements/search-gap-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["search-gap-header","search-gap-alert","search-gap-table"]}}
+{"op":"add","path":"/elements/search-gap-header","value":{"type":"CardHeader","props":{"title":"Searches That Ended Without Playback (Item 11)","subtitle":"High-volume queries resulting in zero-playback sessions (Catalog content gap analysis)"}}}
+{"op":"add","path":"/elements/search-gap-alert","value":{"type":"Alert","props":{"title":"Content Acquisition Alert","description":"Top 2 zero-result searches account for over 180,000 bounce sessions this week.","variant":"warning"}}}
+{"op":"add","path":"/elements/search-gap-table","value":{"type":"Table","props":{"columns":["col-query","col-volume","col-reason","col-action"]}}}
+{"op":"add","path":"/elements/col-query","value":{"type":"Col","props":{"label":"Search Query","data":["Galactic Warfare 4","The Office (UK)","Midnight City S1","Spider-Verse Extended"],"type":"string"}}}
+{"op":"add","path":"/elements/col-volume","value":{"type":"Col","props":{"label":"Zero-Play Volume","data":["112,400","74,200","48,100","32,900"],"type":"string"}}}
+{"op":"add","path":"/elements/col-reason","value":{"type":"Col","props":{"label":"Primary Root Cause","data":["Unlicensed Title","Expired License","Spelling / Typos","Geo-restricted"],"type":"string"}}}
+{"op":"add","path":"/elements/col-action","value":{"type":"Col","props":{"label":"Acquisition Status","data":["In Negotiation","Renewal Pending","Synonym Added","Rights Review"],"type":"string"}}}
+{"op":"add","path":"/elements/tab-item-catalog","value":{"type":"TabItem","props":{"value":"catalog","trigger":"Catalog Lifecycle & Ops","content":["catalog-layout"]}}}
+{"op":"add","path":"/elements/catalog-layout","value":{"type":"Card","props":{"variant":"clear","gap":"l"},"children":["feature-flags-card","releases-card","expiring-licenses-card"]}}
+{"op":"add","path":"/elements/feature-flags-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["flags-header","flags-switch-group"]}}
+{"op":"add","path":"/elements/flags-header","value":{"type":"CardHeader","props":{"title":"Feature Flags & Platform Controls (Item 15)","subtitle":"Live operational toggles for instant deployment and kill-switches"}}}
+{"op":"add","path":"/elements/flags-switch-group","value":{"type":"SwitchGroup","props":{"name":"featureFlags","variant":"sunk","items":["flag-1","flag-2","flag-3","flag-4"]}}}
+{"op":"add","path":"/elements/flag-1","value":{"type":"SwitchItem","props":{"name":"flag4kUltra","label":"4K HDR Streaming Engine v2","description":"Enable AV1 codec pipeline for compatible smart TVs","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-2","value":{"type":"SwitchItem","props":{"name":"flagAiRecs","label":"AI Recommendation Model v4.2","description":"Real-time transformer neural net recommendation algorithm","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-3","value":{"type":"SwitchItem","props":{"name":"flagLiveChat","label":"Live Event Interactive Chat","description":"Enable synchronized viewer chat sidecar during live broadcasts","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-4","value":{"type":"SwitchItem","props":{"name":"flagPeerCdn","label":"Peer-to-Peer CDN Offload","description":"Allow client mesh offload during peak concurrent traffic surges","defaultChecked":true}}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["releases-header","releases-list"]}}
+{"op":"add","path":"/elements/releases-header","value":{"type":"CardHeader","props":{"title":"Releases Coming This Month (Item 8)","subtitle":"Upcoming slate scheduled for global deployment"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"ListBlock","props":{"items":["rel-1","rel-2","rel-3"]}}}
+{"op":"add","path":"/elements/rel-1","value":{"type":"ListItem","props":{"title":"Solaris Rising (Original Movie)","subtitle":"Release Date: Oct 18 • 4K HDR Atmos • Global Premiere","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/rel-2","value":{"type":"ListItem","props":{"title":"The Great Chef Showdown (Season 2)","subtitle":"Release Date: Oct 22 • Unscripted Series • 10 Episodes","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/rel-3","value":{"type":"ListItem","props":{"title":"Deep Ocean Mysteries (Docuseries)","subtitle":"Release Date: Oct 29 • Nature Doc • Interactive Experience","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/expiring-licenses-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["expiring-header","expiring-table"]}}
+{"op":"add","path":"/elements/expiring-header","value":{"type":"CardHeader","props":{"title":"Licenses Expiring Soon (Item 9)","subtitle":"Third-party title rights coming to end of term within 30 days"}}}
+{"op":"add","path":"/elements/expiring-table","value":{"type":"Table","props":{"columns":["col-exp-title","col-exp-distributor","col-exp-days","col-exp-status"]}}}
+{"op":"add","path":"/elements/col-exp-title","value":{"type":"Col","props":{"label":"Licensed Title","data":["Action Hero VII","Classic Detective S1-S5","Kingdom of Dragons","Midnight Jazz Concert"],"type":"string"}}}
+{"op":"add","path":"/elements/col-exp-distributor","value":{"type":"Col","props":{"label":"Studio / Rights Holder","data":["Paramount Global","BBC Studios","Warner Bros Discovery","Sony Music Ent."],"type":"string"}}}
+{"op":"add","path":"/elements/col-exp-days","value":{"type":"Col","props":{"label":"Days Remaining","data":["4 Days","12 Days","19 Days","27 Days"],"type":"string"}}}
+{"op":"add","path":"/elements/col-exp-status","value":{"type":"Col","props":{"label":"Renewal Status","data":["In Renewal","Do Not Renew","Under Negotiation","Offer Sent"],"type":"string"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..a9b32f231
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,117 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","alert-banner","region-filter-card","kpi-grid","tabs-section","feature-flags-card","promote-title-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎬 StreamOps Operations Center","subtitle":"Real-time playback telemetry, subscriber analytics & platform health"}}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Delivery Alert: SA-EAST-1 High Buffering","description":"Buffering spikes detected in Brazil region (1.8% vs 0.5% threshold). CDNs auto-routing traffic.","variant":"warning"}}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["region-filter-label","region-select"]}}
+{"op":"add","path":"/elements/region-filter-label","value":{"type":"TextContent","props":{"text":"**Region Focus (Item 14):** Select an isolated region to filter active telemetry","size":"small-heavy"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"regionFilter","value":{"$bindState":"/selectedRegion"},"items":["opt-reg-global","opt-reg-na","opt-reg-eu","opt-reg-apac","opt-reg-latam"],"size":"small"}}}
+{"op":"add","path":"/elements/opt-reg-global","value":{"type":"SelectItem","props":{"value":"global","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-reg-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe (EU-WEST)"}}}
+{"op":"add","path":"/elements/opt-reg-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia Pacific (APAC-EAST)"}}}
+{"op":"add","path":"/elements/opt-reg-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America (SA-EAST)"}}}
+{"op":"add","path":"/elements/opt-reg-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America (US-EAST/WEST)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"global"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-viewers","kpi-buffering","kpi-ctr","kpi-searches"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-viewers-title","kpi-viewers-val","kpi-viewers-sub"]}}
+{"op":"add","path":"/elements/kpi-viewers-title","value":{"type":"TextContent","props":{"text":"1. Viewers Watching Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-viewers-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/concurrents"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-viewers-sub","value":{"type":"Badge","props":{"text":"▲ 12.4% vs peak yesterday","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-buffering","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-buffering-title","kpi-buffering-val","kpi-buffering-sub"]}}
+{"op":"add","path":"/elements/kpi-buffering-title","value":{"type":"TextContent","props":{"text":"6. Global Buffering Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-buffering-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/bufferingRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-buffering-sub","value":{"type":"Badge","props":{"text":"Target < 0.8% | Warning threshold 1.5%","variant":"destructive"}}}
+{"op":"add","path":"/elements/kpi-ctr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ctr-title","kpi-ctr-val","kpi-ctr-sub"]}}
+{"op":"add","path":"/elements/kpi-ctr-title","value":{"type":"TextContent","props":{"text":"10. Recs Click-Through Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-ctr-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/recsCTR"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-ctr-sub","value":{"type":"Progress","props":{"value":34.2,"label":"34.2% ML Model Precision"}}}
+{"op":"add","path":"/elements/kpi-searches","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-search-title","kpi-search-val","kpi-search-sub"]}}
+{"op":"add","path":"/elements/kpi-search-title","value":{"type":"TextContent","props":{"text":"11. Zero-Playback Searches","size":"small"}}}
+{"op":"add","path":"/elements/kpi-search-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/zeroPlaybackSearches"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-search-sub","value":{"type":"Badge","props":{"text":"8.1% of total query volume","variant":"outline"}}}
+{"op":"add","path":"/state/kpis","value":{"concurrents":"2,418,903","bufferingRate":"0.92%","recsCTR":"34.2%","zeroPlaybackSearches":"142,500"}}
+{"op":"add","path":"/elements/tabs-section","value":{"type":"Tabs","props":{"items":["tab-content-titles","tab-subs-rev","tab-tech-delivery","tab-catalog-licensing"]}}}
+{"op":"add","path":"/elements/tab-content-titles","value":{"type":"TabItem","props":{"value":"titles-tab","trigger":"Titles & Viewing","content":["titles-tab-card"]}}}
+{"op":"add","path":"/elements/titles-tab-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-titles-heading","top-titles-chart","genre-heading","genre-chart"]}}
+{"op":"add","path":"/elements/top-titles-heading","value":{"type":"TextContent","props":{"text":"### 2. Most-Watched Titles (Hours Streamed)","size":"large-heavy"}}}
+{"op":"add","path":"/elements/top-titles-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Cyber Pulse S2","Astral Chronicles","The Great Bake-off","Midnight Echoes","Neon City Lights"],"series":["series-titles-hours"],"xLabel":"Hours Streamed (Millions)"}}}
+{"op":"add","path":"/elements/series-titles-hours","value":{"type":"Series","props":{"category":"Hours","values":[42.5,38.1,29.4,24.0,18.7]}}}
+{"op":"add","path":"/elements/genre-heading","value":{"type":"TextContent","props":{"text":"### 5. Performance by Genre & 13. Viewing Split by Device","size":"large-heavy"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["genre-radar","device-pie"]}}
+{"op":"add","path":"/elements/genre-radar","value":{"type":"RadarChart","props":{"labels":["Sci-Fi","Drama","Comedy","Documentary","Action","Thriller"],"series":["series-genre-watch"]}}}
+{"op":"add","path":"/elements/series-genre-watch","value":{"type":"Series","props":{"category":"Share %","values":[85,70,60,45,90,75]}}}
+{"op":"add","path":"/elements/device-pie","value":{"type":"PieChart","props":{"labels":{"$state":"/deviceLabels"},"values":{"$state":"/deviceValues"},"variant":"donut"}}}
+{"op":"add","path":"/state/deviceLabels","value":["Smart TV","Mobile","Desktop","Streaming Stick","Console"]}
+{"op":"add","path":"/state/deviceValues","value":[48,26,12,9,5]}
+{"op":"add","path":"/elements/tab-subs-rev","value":{"type":"TabItem","props":{"value":"subs-rev-tab","trigger":"Growth & Revenue","content":["subs-rev-card"]}}}
+{"op":"add","path":"/elements/subs-rev-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["watchtime-heading","watchtime-chart","subs-heading","subs-chart","rev-heading","rev-pie"]}}
+{"op":"add","path":"/elements/watchtime-heading","value":{"type":"TextContent","props":{"text":"### 3. Total Watch Time Over the Past Month (Millions of Hours)","size":"large-heavy"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-watchtime"],"xLabel":"Timeframe","yLabel":"Million Hours"}}}
+{"op":"add","path":"/elements/series-watchtime","value":{"type":"Series","props":{"category":"Watch Hours","values":[120,135,142,158]}}}
+{"op":"add","path":"/elements/subs-heading","value":{"type":"TextContent","props":{"text":"### 4. New Subscribers vs. Cancellations","size":"large-heavy"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["series-new-subs","series-cancels"],"variant":"grouped"}}}
+{"op":"add","path":"/elements/series-new-subs","value":{"type":"Series","props":{"category":"New Subscribers","values":[85000,92000,104000,115000]}}}
+{"op":"add","path":"/elements/series-cancels","value":{"type":"Series","props":{"category":"Cancellations","values":[18000,21000,19500,22000]}}}
+{"op":"add","path":"/elements/rev-heading","value":{"type":"TextContent","props":{"text":"### 12. Revenue Split by Plan","size":"large-heavy"}}}
+{"op":"add","path":"/elements/rev-pie","value":{"type":"PieChart","props":{"labels":{"$state":"/planLabels"},"values":{"$state":"/planValues"},"variant":"pie"}}}
+{"op":"add","path":"/state/planLabels","value":["Standard with Ads ($6.99)","Standard 1080p ($15.49)","Premium 4K ($22.99)","Mobile Only ($4.99)"]}
+{"op":"add","path":"/state/planValues","value":[35,42,18,5]}
+{"op":"add","path":"/elements/tab-tech-delivery","value":{"type":"TabItem","props":{"value":"tech-tab","trigger":"Delivery & Infrastructure","content":["delivery-card"]}}}
+{"op":"add","path":"/elements/delivery-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["delivery-heading","delivery-table"]}}
+{"op":"add","path":"/elements/delivery-heading","value":{"type":"TextContent","props":{"text":"### 7. Delivery Health by Region","size":"large-heavy"}}}
+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["col-region","col-latency","col-bitrate","col-error-rate","col-status"]}}}
+{"op":"add","path":"/elements/col-region","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/delivery/regions"},"type":"string"}}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"Edge Latency (ms)","data":{"$state":"/delivery/latency"},"type":"number"}}}
+{"op":"add","path":"/elements/col-bitrate","value":{"type":"Col","props":{"label":"Avg Bitrate (Mbps)","data":{"$state":"/delivery/bitrate"},"type":"number"}}}
+{"op":"add","path":"/elements/col-error-rate","value":{"type":"Col","props":{"label":"Playback Error %","data":{"$state":"/delivery/errors"},"type":"number"}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Health Status","data":{"$state":"/delivery/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/delivery/regions","value":["North America (US-EAST)","North America (US-WEST)","Europe (EU-WEST)","Asia Pacific (APAC-EAST)","Latin America (SA-EAST)"]}
+{"op":"add","path":"/state/delivery/latency","value":[18,22,29,45,62]}
+{"op":"add","path":"/state/delivery/bitrate","value":[8.4,8.1,7.9,6.8,5.2]}
+{"op":"add subterranean delivery errors","path":"/state/delivery/errors","value":[0.02,0.04,0.05,0.12,0.48]}
+{"op":"add","path":"/state/delivery/statuses","value":["Optimal","Optimal","Optimal","Good","Degraded"]}
+{"op":"add","path":"/elements/tab-catalog-licensing","value":{"type":"TabItem","props":{"value":"catalog-tab","trigger":"Catalog & Licenses","content":["catalog-card"]}}}
+{"op":"add","path":"/elements/catalog-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["releases-heading","releases-list","licenses-heading","licenses-table"]}}
+{"op":"add","path":"/elements/releases-heading","value":{"type":"TextContent","props":{"text":"### 8. Releases Coming This Month","size":"large-heavy"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/upcomingReleases","key":"id"},"children":["release-item"]}}
+{"op":"add","path":"/elements/release-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["release-info","release-badge"]}}
+{"op":"add","path":"/elements/release-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["release-title","release-date"]}}
+{"op":"add","path":"/elements/release-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/release-date","value":{"type":"TextContent","props":{"text":{"$template":"Release Date: ${date} | Genre: ${genre}"},"size":"small"}}}
+{"op":"add","path":"/elements/release-badge","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"secondary"}}}
+{"op":"add","path":"/state/upcomingReleases/0","value":{"id":"rel-1","title":"The Silicon Horizon: Docuseries","date":"Nov 12, 2024","genre":"Tech / History","type":"Original"}}
+{"op":"add","path":"/state/upcomingReleases/1","value":{"id":"rel-2","title":"Shadow Protocol Season 3","date":"Nov 18, 2024","genre":"Action Thriller","type":"Exclusive"}}
+{"op":"add","path":"/state/upcomingReleases/2","value":{"id":"rel-3","title":"Deep Ocean 4K Special","date":"Nov 25, 2024","genre":"Nature","type":"Original"}}
+{"op":"add","path":"/elements/licenses-heading","value":{"type":"TextContent","props":{"text":"### 9. Licenses Expiring Soon","size":"large-heavy"}}}
+{"op":"add","path":"/elements/licenses-table","value":{"type":"Table","props":{"columns":["lic-col-title","lic-col-studio","lic-col-expiry","lic-col-action"]}}}
+{"op":"add","path":"/elements/lic-col-title","value":{"type":"Col","props":{"label":"Title","data":{"$state":"/licenses/titles"},"type":"string"}}}
+{"op":"add","path":"/elements/lic-col-studio","value":{"type":"Col","props":{"label":"Licensor Studio","data":{"$state":"/licenses/studios"},"type":"string"}}}
+{"op":"add","path":"/elements/lic-col-expiry","value":{"type":"Col","props":{"label":"Expiration Date","data":{"$state":"/licenses/expiries"},"type":"string"}}}
+{"op":"add","path":"/elements/lic-col-action","value":{"type":"Col","props":{"label":"Renewal Status","data":{"$state":"/licenses/statuses"},"type":"string"}}}
+{"op":"add","path":"/state/licenses/titles","value":["Retro Racer: The Movie","Space Odyssey 1999","Classic Detective S1-S5","Chef Masterclass Vol 2"]}
+{"op":"add","path":"/state/licenses/studios","value":["Paramount Global","Warner Bros Discovery","Sony Pictures","BBC Studios"]}
+{"op":"add","path":"/state/licenses/expiries","value":["In 3 days (Nov 5)","In 12 days (Nov 14)","In 18 days (Nov 20)","In 28 days (Nov 30)"]}
+{"op":"add","path":"/state/licenses/statuses","value":["Pending Negotiation","Renewed","Notice Sent","Under Review"]}
+{"op":"add","path":"/elements/feature-flags-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flags-heading","flags-switches"]}}
+{"op":"add","path":"/elements/flags-heading","value":{"type":"TextContent","props":{"text":"### 15. Operational Feature Flags","size":"large-heavy"}}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"featureFlagsGroup","items":["flag-4k","flag-av1","flag-spatial","flag-p2p"]}}}
+{"op":"add","path":"/elements/flag-4k","value":{"type":"SwitchItem","props":{"name":"flag4K","label":"Enable AV1 Codec Fallback","description":"Forces high-efficiency encoding on low-bandwidth connections","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-av1","value":{"type":"SwitchItem","props":{"name":"flagSpatial","label":"Spatial Audio Streaming (Beta)","description":"Stream multi-channel spatial audio for supported iOS/Android clients","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-spatial","value":{"type":"SwitchItem","props":{"name":"flagInteractive","label":"Interactive End-Cards","description":"Show dynamic recommendation overlay 30s before credits","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-p2p","value":{"type":"SwitchItem","props":{"name":"flagP2P","label":"Peer-assisted CDN Mesh","description":"Enable P2P offloading for live sports concurrent peaks","defaultChecked":false}}}
+{"op":"add","path":"/elements/promote-title-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"16. Promote Title on Home Screen","title":"Promote Featured Title to Hero Banner","description":"Configure real-time hero banner slot override across all dynamic client applications.","triggerVariant":"default","content":["promote-form"]}}}
+{"op":"add","path":"/elements/promote-form","value":{"type":"Form","props":{"name":"promoteForm","fields":["field-select-title","field-target-tier","field-duration"],"buttons":"promote-buttons"}}}
+{"op":"add","path":"/elements/field-select-title","value":{"type":"FormControl","props":{"label":"Select Title to Promote","input":"input-promote-title","hint":"Title will immediately replace current default Hero Banner slot"}}}
+{"op":"add","path":"/elements/input-promote-title","value":{"type":"Select","props":{"name":"titleToPromote","value":{"$bindState":"/promoteTitle/title"},"items":["p-opt-1","p-opt-2","p-opt-3"]}}}
+{"op":"add","path":"/elements/p-opt-1","value":{"type":"SelectItem","props":{"value":"cyber-pulse","label":"Cyber Pulse S2 (Trending #1)"}}}
+{"op":"add","path":"/elements/p-opt-2","value":{"type":"SelectItem","props":{"value":"astral-chronicles","label":"Astral Chronicles (New Release)"}}}
+{"op":"add","path":"/elements/p-opt-3","value":{"type":"SelectItem","props":{"value":"midnight-echoes","label":"Midnight Echoes (Critically Acclaimed)"}}}
+{"op":"add","path":"/elements/field-target-tier","value":{"type":"FormControl","props":{"label":"Target User Segment","input":"input-target-tier"}}}
+{"op":"add","path":"/elements/input-target-tier","value":{"type":"RadioGroup","props":{"name":"targetTier","defaultValue":"all","items":["tier-all","tier-premium","tier-at-risk"]}}}
+{"op":"add","path":"/elements/tier-all","value":{"type":"RadioItem","props":{"label":"All Subscribers","description":"Show to 100% of homepage visitors","value":"all"}}}
+{"op":"add","path":"/elements/tier-premium","value":{"type":"RadioItem","props":{"label":"Premium Tier Only","description":"Exclusive hero spot for 4K tier users","value":"premium"}}}
+{"op":"add","path":"/elements/tier-at-risk","value":{"type":"RadioItem","props":{"label":"At-Risk / Inactive Cohort","description":"Re-engage users with high churn likelihood","value":"churn-risk"}}}
+{"op":"add","path":"/elements/field-duration","value":{"type":"FormControl","props":{"label":"Promotion Duration (Hours)","input":"input-duration"}}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Slider","props":{"name":"durationHours","variant":"discrete","min":1,"max":72,"step":1,"defaultValue":[24]}}}
+{"op":"add","path":"/elements/promote-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-promote"]}}}
+{"op":"add","path":"/elements/btn-submit-promote","value":{"type":"Button","props":{"label":"Publish Home Screen Override","variant":"primary"}}}
+{"op":"add","path":"/state/promoteTitle","value":{"title":"cyber-pulse"}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..0f209c14d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"sunk","gap":"l"},"children":["header","region-filter-card","kpi-grid","tabs-container"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"StreamPulse - Operations Center","level":"h1"}}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"SYSTEM ONLINE","variant":"default"}}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["region-filter-label","region-filter-select"]}}
+{"op":"add","path":"/elements/region-filter-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-filter-select","value":{"type":"Select","props":{"name":"regionFilter","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-na","opt-eu","opt-apac","opt-latam","opt-mea"]},"children":[]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"Global (All Regions)"}}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"EU","label":"Europe (EU)"}}}
+{"op":"add","path":"/elements/opt-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"Asia-Pacific (APAC)"}}}
+{"op":"add","path":"/elements/opt-na","value":{"type":"SelectItem","props":{"value":"NA","label":"North America (NA)"}}}
+{"op":"add","path":"/elements/opt-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"Latin America (LATAM)"}}}
+{"op":"add","path":"/elements/opt-mea","value":{"type":"SelectItem","props":{"value":"MEA","label":"Middle East & Africa (MEA)"}}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-viewers","kpi-buffer","kpi-recs","kpi-searches"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-v-title","kpi-v-val","kpi-v-tag"]}}
+{"op":"add","path":"/elements/kpi-v-title","value":{"type":"TextContent","props":{"text":"Viewers Right Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-v-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/currentViewers}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-v-tag","value":{"type":"Tag","props":{"text":"+12% vs last hour","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-buffer","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-b-title","kpi-b-val","kpi-b-tag"]}}
+{"op":"add","path":"/elements/kpi-b-title","value":{"type":"TextContent","props":{"text":"Global Buffering Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-b-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/bufferingRate}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-b-tag","value":{"type":"Tag","props":{"text":"Optimal (< 0.5%)","variant":"success"}}}
+{"op":"add","path":"/elements/kpi-recs","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-r-title","kpi-r-val","kpi-r-tag"]}}
+{"op":"add","path":"/elements/kpi-r-title","value":{"type":"TextContent","props":{"text":"Rec CTR (Home Screen)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-r-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/recCTR}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-r-tag","value":{"type":"Tag","props":{"text":"+1.8% WoW","variant":"info"}}}
+{"op":"add","path":"/elements/kpi-searches","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-s-title","kpi-s-val","kpi-s-tag"]}}
+{"op":"add","path":"/elements/kpi-s-title","value":{"type":"TextContent","props":{"text":"Zero-Playback Searches","size":"small"}}}
+{"op":"add","path":"/elements/kpi-s-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/zeroPlaybackSearches}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-s-tag","value":{"type":"Tag","props":{"text":"Needs Content Review","variant":"warning"}}}
+{"op":"add","path":"/state/metrics","value":{"currentViewers":"1,428,910","bufferingRate":0.28,"recCTR":18.4,"zeroPlaybackSearches":6.2}}
+{"op":"add","path":"/elements/tabs-container","value":{"type":"Tabs","props":{"items":["tab-ops","tab-audience","tab-catalog","tab-features"]}}}
+{"op":"add","path":"/elements/tab-ops","value":{"type":"TabItem","props":{"value":"ops","trigger":"Stream & System Health","content":["ops-card"]}}}
+{"op":"add","path":"/elements/tab-audience","value":{"type":"TabItem","props":{"value":"audience","trigger":"Audience & Subscriptions","content":["audience-card"]}}}
+{"op":"add","path":"/elements/tab-catalog","value":{"type":"TabItem","props":{"value":"catalog","trigger":"Catalog & Promotion","content":["catalog-card"]}}}
+{"op":"add","path":"/elements/tab-features","value":{"type":"TabItem","props":{"value":"features","trigger":"Feature Controls","content":["features-card"]}}}
+{"op":"add","path":"/elements/ops-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["watchtime-card","delivery-card"]}}
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["watchtime-title","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-title","value":{"type":"Heading","props":{"text":"Watch Time Over Past Month (M Hours)","level":"h3"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["wt-series"],"xLabel":"Timeframe","yLabel":"Million Hours"}}}
+{"op":"add","path":"/elements/wt-series","value":{"type":"Series","props":{"category":"Watch Time","values":[142,158,165,189]}}}
+{"op":"add","path":"/elements/delivery-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["delivery-title","delivery-table"]}}
+{"op":"add","path":"/elements/delivery-title","value":{"type":"Heading","props":{"text":"Delivery Health & Edge Latency by Region","level":"h3"}}}
+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["col-reg-name","col-reg-status","col-reg-lat","col-reg-bitrate"]}}}
+{"op":"add","path":"/elements/col-reg-name","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/regionHealth/names"},"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-status","value":{"type":"Col","props":{"label":"CDN Health","data":{"$state":"/regionHealth/statuses"},"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-lat","value":{"type":"Col","props":{"label":"Avg Latency","data":{"$state":"/regionHealth/latencies"},"type":"string"}}}
+{"op":"add","path":"/elements/col-reg-bitrate","value":{"type":"Col","props":{"label":"Avg Bitrate","data":{"$state":"/regionHealth/bitrates"},"type":"string"}}}
+{"op":"add","path":"/state/regionHealth","value":{"names":["North America (NA)","Europe (EU)","Asia-Pacific (APAC)","Latin America (LATAM)","Middle East & Africa (MEA)"],"statuses":["100% Operational","99.98% Healthy","99.85% Healthy","99.90% Healthy","99.40% Degraded"],"latencies":["18 ms","24 ms","38 ms","42 ms","65 ms"],"bitrates":["8.4 Mbps","8.1 Mbps","7.6 Mbps","7.2 Mbps","6.8 Mbps"]}}
+{"op":"add","path":"/elements/audience-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["subs-chart-card","splits-row"]}}
+{"op":"add","path":"/elements/subs-chart-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["subs-title","subs-chart"]}}
+{"op":"add","path":"/elements/subs-title","value":{"type":"Heading","props":{"text":"New Subscribers vs. Cancellations (Past 4 Weeks)","level":"h3"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4"],"series":["s-new","s-canc"],"variant":"grouped"}}}
+{"op":"add","path":"/elements/s-new","value":{"type":"Series","props":{"category":"New Subscribers","values":[45000,52000,61000,58000]}}}
+{"op":"add","path":"/elements/s-canc","value":{"type":"Series","props":{"category":"Cancellations","values":[12000,11500,14000,10800]}}}
+{"op":"add","path":"/elements/splits-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["rev-pie-card","device-pie-card"]}}
+{"op":"add","path":"/elements/rev-pie-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["rev-title","rev-chart"]}}
+{"op":"add","path":"/elements/rev-title","value":{"type":"Heading","props":{"text":"Revenue Split by Plan","level":"h3"}}}
+{"op":"add","path":"/elements/rev-chart","value":{"type":"PieChart","props":{"labels":["Premium 4K","Standard 1080p","Basic Ad-Supported"],"values":[52,33,15],"variant":"donut"}}}
+{"op":"add","path":"/elements/device-pie-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["device-title","device-chart"]}}
+{"op":"add","path":"/elements/device-title","value":{"type":"Heading","props":{"text":"Viewing Split by Device","level":"h3"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"PieChart","props":{"labels":["Smart TV","Mobile","Desktop/Laptop","Streaming Sticks"],"values":[48,26,14,12],"variant":"donut"}}}
+{"op":"add","path":"/elements/catalog-card","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["promote-hero-card","most-watched-card","genre-card","catalog-tables-row"]}}
+{"op":"add","path":"/elements/promote-hero-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["p-hero-title","p-hero-form"]}}
+{"op":"add","path":"/elements/p-hero-title","value":{"type":"Heading","props":{"text":"Promote Title to Home Screen Banner","level":"h3"}}}
+{"op":"add","path":"/elements/p-hero-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["p-hero-select","p-hero-button"]}}
+{"op":"add","path":"/elements/p-hero-select","value":{"type":"Select","props":{"name":"promoteSelect","value":{"$bindState":"/selectedPromoteTitle"},"items":["pt-1","pt-2","pt-3","pt-4"]},"children":[]}}
+{"op":"add","path":"/elements/pt-1","value":{"type":"SelectItem","props":{"value":"Cyberfall: 2099","label":"Cyberfall: 2099 (Sci-Fi Original)"}}}
+{"op":"add","path":"/elements/pt-2","value":{"type":"SelectItem","props":{"value":"Shadows in the Mist","label":"Shadows in the Mist (Mystery)"}}}
+{"op":"add","path":"/elements/pt-3","value":{"type":"SelectItem","props":{"value":"Chef's Secret Table","label":"Chef's Secret Table (Docuseries)"}}}
+{"op":"add","path":"/elements/pt-4","value":{"type":"SelectItem","props":{"value":"Velocity Drift","label":"Velocity Drift (Action Movie)"}}}
+{"op":"add","path":"/state/selectedPromoteTitle","value":"Cyberfall: 2099"}
+{"op":"add","path":"/elements/p-hero-button","value":{"type":"Button","props":{"label":"Publish Spotlight Feature","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promotedAlert","value":true}}}}}
+{"op":"add","path":"/elements/most-watched-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["mw-title","mw-chart"]}}
+{"op":"add","path":"/elements/mw-title","value":{"type":"Heading","props":{"text":"Most-Watched Titles (Hours Streamed)","level":"h3"}}}
+{"op":"add","path":"/elements/mw-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Cyberfall: 2099","Shadows in the Mist","The Last Dynasty","Velocity Drift","Chef's Table S4"],"series":["mw-series"]}}}
+{"op":"add","path":"/elements/mw-series","value":{"type":"Series","props":{"category":"Hours Streamed (k)","values":[850,620,540,490,410]}}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["genre-title","genre-chart"]}}
+{"op":"add","path":"/elements/genre-title","value":{"type":"Heading","props":{"text":"Performance & Engagement by Genre","level":"h3"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"RadarChart","props":{"labels":["Completion Rate","Repeat Views","Social Shares","Avg Duration","Search Intent"],"series":["g-scifi","g-drama"]}}}
+{"op":"add","path":"/elements/g-scifi","value":{"type":"Series","props":{"category":"Sci-Fi & Fantasy","values":[88,75,92,85,90]}}}
+{"op":"add","path":"/elements/g-drama","value":{"type":"Series","props":{"category":"Crime Drama","values":[76,60,65,78,72]}}}
+{"op":"add","path":"/elements/catalog-tables-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["releases-card","expiring-card"]}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["rel-title","rel-list"]}}
+{"op":"add","path":"/elements/rel-title","value":{"type":"Heading","props":{"text":"Releases Coming This Month","level":"h3"}}}
+{"op":"add","path":"/elements/rel-list","value":{"type":"ListBlock","props":{"items":["rel-1","rel-2","rel-3"]}}}
+{"op":"add","path":"/elements/rel-1","value":{"type":"ListItem","props":{"title":"Neon Horizon: Season 2","subtitle":"Original Series • Releasing Oct 15","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/rel-2","value":{"type":"ListItem","props":{"title":"The Great Alpine Descent","subtitle":"Documentary Film • Releasing Oct 22","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/rel-3","value":{"type":"ListItem","props":{"title":"Galactic Odyssey (4K Remaster)","subtitle":"Movie • Releasing Oct 28","actionLabel":"Scheduled"}}}
+{"op":"add","path":"/elements/expiring-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["exp-title","exp-list"]}}
+{"op":"add","path":"/elements/exp-title","value":{"type":"Heading","props":{"text":"Licenses Expiring Soon","level":"h3"}}}
+{"op":"add","path":"/elements/exp-list","value":{"type":"ListBlock","props":{"items":["exp-1","exp-2","exp-3"]}}}
+{"op":"add","path":"/elements/exp-1","value":{"type":"ListItem","props":{"title":"Urban Legends: London","subtitle":"Expires in 4 days (Oct 12) • Studio: Universal","actionLabel":"Renew Pending"}}}
+{"op":"add","path":"/elements/exp-2","value":{"type":"ListItem","props":{"title":"Midnight Detectives S1-S3","subtitle":"Expires in 11 days (Oct 19) • Studio: Warner","actionLabel":"Reviewing"}}}
+{"op":"add","path":"/elements/exp-3","value":{"type":"ListItem","props":{"title":"Cook Around the Globe","subtitle":"Expires in 18 days (Oct 26) • Studio: BBC","actionLabel":"Expiring"}}}
+{"op":"add","path":"/elements/features-card","value":{"type":"Card","props":{"variant":"card","gap":"m"},"children":["ff-title","ff-switches"]}}
+{"op":"add","path":"/elements/ff-title","value":{"type":"Heading","props":{"text":"Production Feature Flags","level":"h3"}}}
+{"op":"add","path":"/elements/ff-switches","value":{"type":"SwitchGroup","props":{"name":"featureFlags","items":["ff-item-1","ff-item-2","ff-item-3","ff-item-4"]}}}
+{"op":"add","path":"/elements/ff-item-1","value":{"type":"SwitchItem","props":{"name":"flag4kStream","label":"4K AV1 Codec Rollout","description":"Enables experimental AV1 high-efficiency video coding for smart TV devices","defaultChecked":true}}}
+{"op":"add","path":"/elements/ff-item-2","value":{"type":"SwitchItem","props":{"name":"flagAiRecs","label":"AI Neural Rec Engine v3","description":"Personalized homepage feed backed by real-time transformer models","defaultChecked":true}}}
+{"op":"add","path":"/elements/ff-item-3","value":{"type":"SwitchItem","props":{"name":"flagLiveChat","label":"Interactive Watch Party Chat","description":"Allows viewers in shared watch rooms to send synchronized live reactions","defaultChecked":false}}}
+{"op":"add","path":"/elements/ff-item-4","value":{"type":"SwitchItem","props":{"name":"flagSpatialAudio","label":"Spatial Dolby Atmos Pass-through","description":"Enable spatial audio decoding on supported iOS and TVOS devices","defaultChecked":true}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..d1d4899e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r1.txt
@@ -0,0 +1,222 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","dept-filter-card","kpi-grid-1","kpi-grid-2","tab-section","action-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["header-title","semester-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"University Executive Administrator Dashboard","subtitle":"Comprehensive Academic & Campus Operations Intelligence"}}}
+{"op":"add","path":"/elements/semester-badge","value":{"type":"Tag","props":{"text":"Current: Spring 2025 vs Fall 2024 (+4.2% Growth)","variant":"info","size":"lg"}}}
+{"op":"add","path":"/elements/dept-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["dept-label","dept-select"]}}
+{"op":"add","path":"/elements/dept-label","value":{"type":"Label","props":{"text":"Department Focus:"}}}
+{"op":"add","path":"/elements/dept-select","value":{"type":"Select","props":{"name":"deptFilter","value":{"$bindState":"/selectedDepartment"},"items":["opt-all","opt-cs","opt-eng","opt-biz","opt-arts"]},"children":[]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All Departments","label":"All Departments (University-wide)"}}}
+{"op":"add","path":"/elements/opt-cs","value":{"type":"SelectItem","props":{"value":"Computer Science","label":"Computer Science & AI"}}}
+{"op":"add","path":"/elements/opt-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"School of Engineering"}}}
+{"op":"add","path":"/elements/opt-biz","value":{"type":"SelectItem","props":{"value":"Business","label":"Business & Economics"}}}
+{"op":"add","path":"/elements/opt-arts","value":{"type":"SelectItem","props":{"value":"Humanities","label":"Arts & Humanities"}}}
+{"op":"add","path":"/state/selectedDepartment","value":"All Departments"}
+{"op":"add","path":"/elements/kpi-grid-1","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-tuition","kpi-acceptance","kpi-scholarship","kpi-housing"]}}
+{"op":"add","path":"/elements/kpi-tuition","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-tuition-hdr","kpi-tuition-val","kpi-tuition-sub"]}}
+{"op":"add","path":"/elements/kpi-tuition-hdr","value":{"type":"TextContent","props":{"text":"4. Tuition Revenue (YTD)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-tuition-val","value":{"type":"Heading","props":{"text":"$128.4M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-tuition-sub","value":{"type":"TextContent","props":{"text":"Target: $125.0M (+2.7% ahead)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-acceptance","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-acc-hdr","kpi-acc-val","kpi-acc-sub"]}}
+{"op":"add","path":"/elements/kpi-acc-hdr","value":{"type":"TextContent","props":{"text":"3. Acceptance Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-acc-val","value":{"type":"Heading","props":{"text":"24.8%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-acc-sub","value":{"type":"TextContent","props":{"text":"-1.5% vs last year (34,200 applicants)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-scholarship","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-sch-hdr","kpi-sch-prog"]}}
+{"op":"add","path":"/elements/kpi-sch-hdr","value":{"type":"TextContent","props":{"text":"8. Scholarship Budget Used","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-sch-prog","value":{"type":"Progress","props":{"value":82,"label":"$16.4M / $20.0M (82% Utilized)"}}}
+{"op":"add","path":"/elements/kpi-housing","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-house-hdr","kpi-house-prog"]}}
+{"op":"add","path":"/elements/kpi-house-hdr","value":{"type":"TextContent","props":{"text":"9. Housing Occupancy","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-house-prog","value":{"type":"Progress","props":{"value":94,"label":"4,230 / 4,500 Beds (94% Occupied)"}}}
+{"op":"add","path":"/elements/kpi-grid-2","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-sem-comp"]}}
+{"op":"add","path":"/elements/kpi-sem-comp","value":{"type":"Alert","props":{"title":"13. Semester Comparison (Spring 2025 vs Fall 2024)","description":"Total Student Credit Hours: 248,500 vs 238,400 (+4.2%) | Retention Rate: 94.1% vs 92.8% (+1.3%) | On-Campus Housing Demand: +6.5%","variant":"info"}}}
+{"op":"add","path":"/elements/tab-section","value":{"type":"Tabs","props":{"items":["tab-enrollment","tab-academics","tab-students","tab-campus"]}}}
+{"op":"add","path":"/elements/tab-enrollment","value":{"type":"TabItem","props":{"value":"enrollment","trigger":"Enrollment & Admissions","content":["enrollment-content"]}}}
+{"op":"add","path":"/elements/enrollment-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["enrollment-charts-row","waitlist-card"]}}
+{"op":"add","path":"/elements/enrollment-charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["enrollment-line-card","apps-bar-card"]}}
+{"op":"add","path":"/elements/enrollment-line-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["line-title","enrollment-line-chart"]}}
+{"op":"add","path":"/elements/line-title","value":{"type":"CardHeader","props":{"title":"1. Total Enrollment Trend (5 Years)","subtitle":"Undergraduate & Graduate Growth"}}}
+{"op":"add","path":"/elements/enrollment-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/enrollmentYears"},"series":["series-enrollment"],"xLabel":"Academic Year","yLabel":"Total Students"},"children":[]}}
+{"op":"add","path":"/elements/series-enrollment","value":{"type":"Series","props":{"category":"Students","values":{"$state":"/enrollmentValues"}}}}
+{"op":"add","path":"/state/enrollmentYears","value":[]}
+{"op":"add","path":"/state/enrollmentYears/0","value":"2021"}
+{"op":"add","path":"/state/enrollmentYears/1","value":"2022"}
+{"op":"add","path":"/state/enrollmentYears/2","value":"2023"}
+{"op":"add","path":"/state/enrollmentYears/3","value":"2024"}
+{"op":"add","path":"/state/enrollmentYears/4","value":"2025"}
+{"op":"add","path":"/state/enrollmentValues","value":[]}
+{"op":"add","path":"/state/enrollmentValues/0","value":16200}
+{"op":"add","path":"/state/enrollmentValues/1","value":16850}
+{"op":"add","path":"/state/enrollmentValues/2","value":17400}
+{"op":"add","path":"/state/enrollmentValues/3","value":18100}
+{"op":"add","path":"/state/enrollmentValues/4","value":18920}
+{"op":"add","path":"/elements/apps-bar-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bar-title","apps-bar-chart"]}}
+{"op":"add","path":"/elements/bar-title","value":{"type":"CardHeader","props":{"title":"2. Applications by Program","subtitle":"Fall 2025 Cycle"}}}
+{"op":"add","path":"/elements/apps-bar-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/programNames"},"series":["series-apps"],"xLabel":"Program","yLabel":"Applications"},"children":[]}}
+{"op":"add","path":"/elements/series-apps","value":{"type":"Series","props":{"category":"Applications","values":{"$state":"/programAppValues"}}}}
+{"op":"add","path":"/state/programNames","value":[]}
+{"op":"add","path":"/state/programNames/0","value":"CompSci"}
+{"op":"add","path":"/state/programNames/1","value":"Engineering"}
+{"op":"add","path":"/state/programNames/2","value":"Business"}
+{"op":"add","path":"/state/programNames/3","value":"BioMed"}
+{"op":"add","path":"/state/programNames/4","value":"Arts"}
+{"op":"add","path":"/state/programAppValues","value":[]}
+{"op":"add","path":"/state/programAppValues/0","value":10400}
+{"op":"add","path":"/state/programAppValues/1","value":8200}
+{"op":"add","path":"/state/programAppValues/2","value":7500}
+{"op":"add","path":"/state/programAppValues/3","value":4900}
+{"op":"add","path":"/state/programAppValues/4","value":3200}
+{"op":"add","path":"/elements/waitlist-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["waitlist-hdr","waitlist-table"]}}
+{"op":"add","path":"/elements/waitlist-hdr","value":{"type":"CardHeader","props":{"title":"14. Waitlisted Students per Program","subtitle":"Current Capacity Limits & Pending Offers"}}}
+{"op":"add","path":"/elements/waitlist-table","value":{"type":"Table","props":{"columns":["col-wl-prog","col-wl-count","col-wl-cap","col-wl-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-wl-prog","value":{"type":"Col","props":{"label":"Program","data":{"$state":"/waitlistPrograms"},"type":"string"}}}
+{"op":"add","path":"/elements/col-wl-count","value":{"type":"Col","props":{"label":"Waitlisted Students","data":{"$state":"/waitlistCounts"},"type":"number"}}}
+{"op":"add","path":"/elements/col-wl-cap","value":{"type":"Col","props":{"label":"Target Class Size","data":{"$state":"/waitlistCaps"},"type":"number"}}}
+{"op":"add","path":"/elements/col-wl-status","value":{"type":"Col","props":{"label":"Yield Projection","data":{"$state":"/waitlistStatus"},"type":"string"}}}
+{"op":"add","path":"/state/waitlistPrograms","value":[]}
+{"op":"add","path":"/state/waitlistPrograms/0","value":"B.S. Computer Science"}
+{"op":"add","path":"/state/waitlistPrograms/1","value":"B.S. Mechanical Engineering"}
+{"op":"add","path":"/state/waitlistPrograms/2","value":"M.B.A. Business Administration"}
+{"op":"add","path":"/state/waitlistPrograms/3","value":"B.S. Nursing"}
+{"op":"add","path":"/state/waitlistCounts","value":[]}
+{"op":"add","path":"/state/waitlistCounts/0","value":420}
+{"op":"add","path":"/state/waitlistCounts/1","value":280}
+{"op":"add","path":"/state/waitlistCounts/2","value":195}
+{"op":"add","path":"/state/waitlistCounts/3","value":150}
+{"op":"add","path":"/state/waitlistCaps","value":[]}
+{"op":"add","path":"/state/waitlistCaps/0","value":600}
+{"op":"add","path":"/state/waitlistCaps/1","value":450}
+{"op":"add","path":"/state/waitlistCaps/2","value":350}
+{"op":"add","path":"/state/waitlistCaps/3","value":200}
+{"op":"add","path":"/state/waitlistStatus","value":[]}
+{"op":"add","path":"/state/waitlistStatus/0","value":"High Demand (Expect +15% release)"}
+{"op":"add","path":"/state/waitlistStatus/1","value":"Moderate Demand"}
+{"op":"add","path":"/state/waitlistStatus/2","value":"Balanced"}
+{"op":"add","path":"/state/waitlistStatus/3","value":"High Demand"}
+{"op":"add","path":"/elements/tab-academics","value":{"type":"TabItem","props":{"value":"academics","trigger":"Faculty & Course Capacity","content":["academics-content"]}}}
+{"op":"add","path":"/elements/academics-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["courses-card","faculty-card"]}}
+{"op":"add","path":"/elements/courses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["courses-hdr","courses-list"]}}
+{"op":"add","path":"/elements/courses-hdr","value":{"type":"CardHeader","props":{"title":"5. Course Offering Fullness (Seat Fill Rate)","subtitle":"Real-time Course Capacity Tracker"}}}
+{"op":"add","path":"/elements/courses-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/courses","key":"id"},"children":["course-item"]}}
+{"op":"add","path":"/elements/course-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["course-header-row","course-prog"]}}
+{"op":"add","path":"/elements/course-header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["course-code","course-seats"]}}
+{"op":"add","path":"/elements/course-code","value":{"type":"TextContent","props":{"text":{"$template":"**${code}**: ${name} (${dept})"},"size":"default"}}}
+{"op":"add","path":"/elements/course-seats","value":{"type":"Tag","props":{"text":{"$template":"${enrolled} / ${capacity} enrolled"},"variant":"neutral"}}}
+{"op":"add","path":"/elements/course-prog","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"Capacity: ${pct}% Full"}}}}
+{"op":"add","path":"/state/courses","value":[]}
+{"op":"add","path":"/state/courses/0","value":{"id":"c1","code":"CS 101","name":"Intro to Computer Science","dept":"Computer Science","enrolled":245,"capacity":250,"pct":98}}
+{"op":"add","path":"/state/courses/1","value":{"id":"c2","code":"ENG 201","name":"Thermodynamics","dept":"Engineering","enrolled":180,"capacity":200,"pct":90}}
+{"op":"add","path":"/state/courses/2","value":{"id":"c3","code":"BUS 305","name":"Corporate Finance","dept":"Business","enrolled":142,"capacity":150,"pct":95}}
+{"op":"add","path":"/state/courses/3","value":{"id":"c4","code":"ART 110","name":"Art History I","dept":"Humanities","enrolled":85,"capacity":120,"pct":71}}
+{"op":"add","path":"/elements/faculty-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["faculty-hdr","faculty-table"]}}
+{"op":"add","path":"/elements/faculty-hdr","value":{"type":"CardHeader","props":{"title":"6. Teaching Load by Faculty Member","subtitle":"Course Credits & Student Contact Hours"}}}
+{"op":"add","path":"/elements/faculty-table","value":{"type":"Table","props":{"columns":["col-fac-name","col-fac-dept","col-fac-credits","col-fac-students","col-fac-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-fac-name","value":{"type":"Col","props":{"label":"Faculty Member","data":{"$state":"/facultyNames"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fac-dept","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/facultyDepts"},"type":"string"}}}
+{"op":"add","path":"/elements/col-fac-credits","value":{"type":"Col","props":{"label":"Teaching Credits","data":{"$state":"/facultyCredits"},"type":"number"}}}
+{"op":"add","path":"/elements/col-fac-students","value":{"type":"Col","props":{"label":"Students Taught","data":{"$state":"/facultyStudents"},"type":"number"}}}
+{"op":"add","path":"/elements/col-fac-status","value":{"type":"Col","props":{"label":"Load Status","data":{"$state":"/facultyStatus"},"type":"string"}}}
+{"op":"add","path":"/state/facultyNames","value":[]}
+{"op":"add","path":"/state/facultyNames/0","value":"Dr. Alan Turing"}
+{"op":"add","path":"/state/facultyNames/1","value":"Dr. Margaret Hamilton"}
+{"op":"add","path":"/state/facultyNames/2","value":"Prof. Adam Smith"}
+{"op":"add","path":"/state/facultyNames/3","value":"Dr. Maya Angelou"}
+{"op":"add","path":"/state/facultyDepts","value":[]}
+{"op":"add","path":"/state/facultyDepts/0","value":"Computer Science"}
+{"op":"add","path":"/state/facultyDepts/1","value":"Engineering"}
+{"op":"add","path":"/state/facultyDepts/2","value":"Business"}
+{"op":"add","path":"/state/facultyDepts/3","value":"Humanities"}
+{"op":"add","path":"/state/facultyCredits","value":[]}
+{"op":"add","path":"/state/facultyCredits/0","value":12}
+{"op":"add","path":"/state/facultyCredits/1","value":15}
+{"op":"add","path":"/state/facultyCredits/2","value":9}
+{"op":"add","path":"/state/facultyCredits/3","value":12}
+{"op":"add","path":"/state/facultyStudents","value":[]}
+{"op":"add","path":"/state/facultyStudents/0","value":320}
+{"op":"add","path":"/state/facultyStudents/1","value":280}
+{"op":"add","path":"/state/facultyStudents/2","value":190}
+{"op":"add","path":"/state/facultyStudents/3","value":140}
+{"op":"add","path":"/state/facultyStatus","value":[]}
+{"op":"add","path":"/state/facultyStatus/0","value":"Optimal"}
+{"op":"add","path":"/state/facultyStatus/1","value":"High (Overload Approved)"}
+{"op":"add","path":"/state/facultyStatus/2","value":"Under target"}
+{"op":"add","path":"/state/facultyStatus/3","value":"Optimal"}
+{"op":"add","path":"/elements/tab-students","value":{"type":"TabItem","props":{"value":"students","trigger":"Student Risk & Engagement","content":["students-content"]}}}
+{"op":"add","path":"/elements/students-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risk-card"]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["risk-hdr","risk-alert-banner","risk-list"]}}
+{"op":"add","path":"/elements/risk-hdr","value":{"type":"CardHeader","props":{"title":"7. Students at Academic Risk","subtitle":"Early Warning System - Mandatory Academic Intervention"}}}
+{"op":"add","path":"/elements/risk-alert-banner","value":{"type":"Callout","props":{"variant":"warning","title":"Academic Warning Threshold Met","description":"184 total students currently fall below the 2.0 GPA minimum threshold. Advisory intervention workflows triggered."}}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/riskStudents","key":"id"},"children":["risk-student-item"]}}
+{"op":"add","path":"/elements/risk-student-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["risk-info","risk-actions"]}}
+{"op":"add","path":"/elements/risk-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["risk-name","risk-meta"]}}
+{"op":"add","path":"/elements/risk-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** (ID: ${studentId}) - ${major}"},"size":"default"}}}
+{"op":"add","path":"/elements/risk-meta","value":{"type":"TextContent","props":{"text":{"$template":"GPA: **${gpa}** | Attendance: **${attendance}%** | Risk Factor: ${reason}"},"size":"small"}}}
+{"op":"add","path":"/elements/risk-actions","value":{"type":"Tag","props":{"text":{"$item":"advisor"},"variant":"danger"}}}
+{"op":"add","path":"/state/riskStudents","value":[]}
+{"op":"add","path":"/state/riskStudents/0","value":{"id":"rs1","name":"Alex Johnson","studentId":"ST-8821","major":"Computer Science","gpa":1.82,"attendance":72,"reason":"Low midterm exam scores","advisor":"Advisor Assigned"}}
+{"op":"add","path":"/state/riskStudents/1","value":{"id":"rs2","name":"Samantha Rivera","studentId":"ST-9104","major":"Engineering","gpa":1.91,"attendance":68,"reason":"Multiple unexcused absences","advisor":"Meeting Scheduled"}}
+{"op":"add","path":"/state/riskStudents/2","value":{"id":"rs3","name":"David Chen","studentId":"ST-7432","major":"Business","gpa":1.75,"attendance":81,"reason":"Failed Prerequisite Course","advisor":"Action Required"}}
+{"op":"add","path":"/elements/tab-campus","value":{"type":"TabItem","props":{"value":"campus","trigger":"Events & Alumni Development","content":["campus-content"]}}}
+{"op":"add","path":"/elements/campus-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["campus-grid"]}}
+{"op":"add","path":"/elements/campus-grid","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["events-card","alumni-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["events-hdr","events-list"]}}
+{"op":"add","path":"/elements/events-hdr","value":{"type":"CardHeader","props":{"title":"10. Campus Events This Month","subtitle":"Major University Gatherings & Seminars"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["event-main","event-badge"]}}
+{"op":"add","path":"/elements/event-main","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["event-title","event-date"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"TextContent","props":{"text":{"$template":"**${title}**"},"size":"default"}}}
+{"op":"add","path":"/elements/event-date","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${location} • Exp. Attendance: ${expected}"},"size":"small"}}}
+{"op":"add","path":"/elements/event-badge","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"info"}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"ev1","title":"Spring Innovation Expo","date":"May 12, 2025","location":"Student Union Hall","expected":1200,"category":"Academic"}}
+{"op":"add","path":"/state/events/1","value":{"id":"ev2","title":"Annual Alumni Gala","date":"May 18, 2025","location":"Grand Ballroom","expected":450,"category":"Advancement"}}
+{"op":"add","path":"/state/events/2","value":{"id":"ev3","title":"Commencement Ceremony","date":"May 28, 2025","location":"University Stadium","expected":8500,"category":"Ceremony"}}
+{"op":"add","path":"/elements/alumni-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["alumni-hdr","alumni-bar-chart"]}}
+{"op":"add","path":"/elements/alumni-hdr","value":{"type":"CardHeader","props":{"title":"11. Alumni Giving (Past 4 Years)","subtitle":"Endowment & Annual Fund Contributions ($M)"}}}
+{"op":"add","path":"/elements/alumni-bar-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/alumniYears"},"series":["series-giving"],"xLabel":"Year","yLabel":"Total Donated ($M)"},"children":[]}}
+{"op":"add","path":"/elements/series-giving","value":{"type":"Series","props":{"category":"Donations ($M)","values":{"$state":"/alumniValues"}}}}
+{"op":"add","path":"/state/alumniYears","value":[]}
+{"op":"add","path":"/state/alumniYears/0","value":"2022"}
+{"op":"add","path":"/state/alumniYears/1","value":"2023"}
+{"op":"add","path":"/state/alumniYears/2","value":"2024"}
+{"op":"add","path":"/state/alumniYears/3","value":"2025 (YTD)"}
+{"op":"add","path":"/state/alumniValues","value":[]}
+{"op":"add","path":"/state/alumniValues/0","value":14.2}
+{"op":"add","path":"/state/alumniValues/1","value":16.8}
+{"op":"add","path":"/state/alumniValues/2","value":19.5}
+{"op":"add","path":"/state/alumniValues/3","value":22.1}
+{"op":"add","path":"/elements/action-section","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["approve-course-card","send-msg-card"]}}
+{"op":"add","path":"/elements/approve-course-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["approve-hdr","approve-form"]}}
+{"op":"add","path":"/elements/approve-hdr","value":{"type":"CardHeader","props":{"title":"15. Approve a New Course","subtitle":"Curriculum Committee Review Workflow"}}}
+{"op":"add","path":"/elements/approve-form","value":{"type":"Form","props":{"name":"approveCourseForm","buttons":"approve-btns","fields":["fld-course-code","fld-course-title","fld-course-dept"]},"children":[]}}
+{"op":"add","path":"/elements/fld-course-code","value":{"type":"FormControl","props":{"label":"Course Code & Number","input":"input-course-code","hint":"e.g. AI 401"},"children":[]}}
+{"op":"add","path":"/elements/input-course-code","value":{"type":"Input","props":{"name":"newCourseCode","placeholder":"e.g. CS 490","value":{"$bindState":"/newCourse/code"}},"children":[]}}
+{"op":"add","path":"/elements/fld-course-title","value":{"type":"FormControl","props":{"label":"Course Title","input":"input-course-title"},"children":[]}}
+{"op":"add","path":"/elements/input-course-title","value":{"type":"Input","props":{"name":"newCourseTitle","placeholder":"e.g. Advanced Machine Learning","value":{"$bindState":"/newCourse/title"}},"children":[]}}
+{"op":"add","path":"/elements/fld-course-dept","value":{"type":"FormControl","props":{"label":"Department","input":"select-course-dept"},"children":[]}}
+{"op":"add","path":"/elements/select-course-dept","value":{"type":"Select","props":{"name":"newCourseDept","value":{"$bindState":"/newCourse/dept"},"items":["cdept-cs","cdept-eng","cdept-biz"]},"children":[]}}
+{"op":"add","path":"/elements/cdept-cs","value":{"type":"SelectItem","props":{"value":"Computer Science","label":"Computer Science"}}}
+{"op":"add","path":"/elements/cdept-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"}}}
+{"op":"add","path":"/elements/cdept-biz","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"}}}
+{"op":"add","path":"/elements/approve-btns","value":{"type":"Buttons","props":{"buttons":["btn-approve-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-approve-submit","value":{"type":"Button","props":{"label":"Approve & Catalog Course","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApprovedAlert","value":true}}},"children":[]}}
+{"op":"add","path":"/state/newCourse/code","value":""}
+{"op":"add","path":"/state/newCourse/title","value":""}
+{"op":"add","path":"/state/newCourse/dept","value":"Computer Science"}
+{"op":"add","path":"/elements/send-msg-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["msg-hdr","msg-form"]}}
+{"op":"add","path":"/elements/msg-hdr","value":{"type":"CardHeader","props":{"title":"16. Send Message to Student Group","subtitle":"Broadcast Email & Campus Notification"}}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"msgForm","buttons":"msg-btns","fields":["fld-target-group","fld-msg-subject","fld-msg-body"]},"children":[]}}
+{"op":"add","path":"/elements/fld-target-group","value":{"type":"FormControl","props":{"label":"Target Student Group","input":"select-msg-group"},"children":[]}}
+{"op":"add","path":"/elements/select-msg-group","value":{"type":"Select","props":{"name":"targetGroup","value":{"$bindState":"/msg/group"},"items":["grp-all","grp-at-risk","grp-honors","grp-graduating"]},"children":[]}}
+{"op":"add","path":"/elements/grp-all","value":{"type":"SelectItem","props":{"value":"All Enrolled Students","label":"All Enrolled Students"}}}
+{"op":"add","path":"/elements/grp-at-risk","value":{"type":"SelectItem","props":{"value":"Students at Academic Risk","label":"Students at Academic Risk"}}}
+{"op":"add","path":"/elements/grp-honors","value":{"type":"SelectItem","props":{"value":"Honors College","label":"Honors College"}}}
+{"op":"add","path":"/elements/grp-graduating","value":{"type":"SelectItem","props":{"value":"Graduating Seniors (2025)","label":"Graduating Seniors (2025)"}}}
+{"op":"add","path":"/elements/fld-msg-subject","value":{"type":"FormControl","props":{"label":"Subject Line","input":"input-msg-subject"},"children":[]}}
+{"op":"add","path":"/elements/input-msg-subject","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"Important Academic Notice","value":{"$bindState":"/msg/subject"}},"children":[]}}
+{"op":"add","path":"/elements/fld-msg-body","value":{"type":"FormControl","props":{"label":"Message Content","input":"input-msg-body"},"children":[]}}
+{"op":"add","path":"/elements/input-msg-body","value":{"type":"TextArea","props":{"name":"msgBody","placeholder":"Type your broadcast message to students here...","rows":3,"value":{"$bindState":"/msg/body"}},"children":[]}}
+{"op":"add","path":"/elements/msg-btns","value":{"type":"Buttons","props":{"buttons":["btn-send-msg"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-send-msg","value":{"type":"Button","props":{"label":"Dispatch Group Message","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/msgSentAlert","value":true}}},"children":[]}}
+{"op":"add","path":"/state/msg/group","value":"Students at Academic Risk"}
+{"op":"add","path":"/state/msg/subject","value":""}
+{"op":"add","path":"/state/msg/body","value":""}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..88f2af9a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r2.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","dept-filter-card","kpi-grid-1","kpi-grid-2","tabs-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["header-text","header-actions"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"University Executive Administrator Dashboard","subtitle":"Academic Year 2023-2024 • Term Overview & Operational Controls"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["approve-course-dialog","message-drawer"]}}
+{"op":"add","path":"/elements/approve-course-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Approve New Course","triggerVariant":"default","title":"Approve New Course Proposal","description":"Review and officially approve pending curriculum requests from academic departments.","content":["approve-course-form"]}}}
+{"op":"add","path":"/elements/approve-course-form","value":{"type":"Form","props":{"name":"courseApprovalForm","buttons":"course-form-buttons","fields":["course-code-control","course-title-control","dept-select-control","credits-control"]}}}
+{"op":"add","path":"/elements/course-code-control","value":{"type":"FormControl","props":{"label":"Course Code","input":"course-code-input"}}}
+{"op":"add","path":"/elements/course-code-input","value":{"type":"Input","props":{"name":"courseCode","placeholder":"e.g. CS-405","value":{"$bindState":"/forms/newCourse/code"}}}}
+{"op":"add","path":"/elements/course-title-control","value":{"type":"FormControl","props":{"label":"Course Title","input":"course-title-input"}}}
+{"op":"add","path":"/elements/course-title-input","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"e.g. Advanced Quantum Computing","value":{"$bindState":"/forms/newCourse/title"}}}}
+{"op":"add","path":"/elements/dept-select-control","value":{"type":"FormControl","props":{"label":"Department","input":"course-dept-select"}}}
+{"op":"add","path":"/elements/course-dept-select","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Select Department","items":["dept-opt-1","dept-opt-2","dept-opt-3","dept-opt-4"],"value":{"$bindState":"/forms/newCourse/dept"}}}}
+{"op":"add","path":"/elements/dept-opt-1","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/dept-opt-2","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/dept-opt-3","value":{"type":"SelectItem","props":{"value":"biz","label":"Business School"}}}
+{"op":"add","path":"/elements/dept-opt-4","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"}}}
+{"op":"add","path":"/elements/credits-control","value":{"type":"FormControl","props":{"label":"Credit Hours","input":"course-credits-input"}}}
+{"op":"add","path":"/elements/course-credits-input","value":{"type":"Input","props":{"name":"courseCredits","type":"number","placeholder":"3","value":{"$bindState":"/forms/newCourse/credits"}}}}
+{"op":"add","path":"/elements/course-form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-course-btn"]}}}
+{"op":"add","path":"/elements/submit-course-btn","value":{"type":"Button","props":{"label":"Approve & Catalog Course","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/alerts/courseSuccess","value":true}}}}}
+{"op":"add","path":"/elements/message-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Send Message to Group","title":"Broadcast Message to Student Group","description":"Send urgent announcements or targeted updates to specific student cohorts.","content":["message-form"]}}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageStudentForm","buttons":"msg-form-buttons","fields":["target-group-control","msg-subject-control","msg-body-control"]}}}
+{"op":"add","path":"/elements/target-group-control","value":{"type":"FormControl","props":{"label":"Target Student Group","input":"target-group-select"}}}
+{"op":"add","path":"/elements/target-group-select","value":{"type":"Select","props":{"name":"targetGroup","placeholder":"Select Cohort","items":["grp-opt-1","grp-opt-2","grp-opt-3","grp-opt-4"],"value":{"$bindState":"/forms/message/group"}}}}
+{"op":"add","path":"/elements/grp-opt-1","value":{"type":"SelectItem","props":{"value":"at-risk","label":"At-Risk Academic Honors/Probation"}}}
+{"op":"add","path":"/elements/grp-opt-2","value":{"type":"SelectItem","props":{"value":"undergrad-cs","label":"Undergraduate Computer Science"}}}
+{"op":"add","path":"/elements/grp-opt-3","value":{"type":"SelectItem","props":{"value":"housing-residents","label":"On-Campus Housing Residents"}}}
+{"op":"add","path":"/elements/grp-opt-4","value":{"type":"SelectItem","props":{"value":"all-students","label":"All Enrolled Students"}}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Subject Line","input":"msg-subject-input"}}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"Important Academic Notice...","value":{"$bindState":"/forms/message/subject"}}}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message Body","input":"msg-body-textarea"}}}
+{"op":"add","path":"/elements/msg-body-textarea","value":{"type":"TextArea","props":{"name":"msgBody","placeholder":"Write your message here...","rows":4,"value":{"$bindState":"/forms/message/body"}}}}
+{"op":"add","path":"/elements/msg-form-buttons","value":{"type":"Buttons","props":{"buttons":["send-msg-btn"]}}}
+{"op":"add","path":"/elements/send-msg-btn","value":{"type":"Button","props":{"label":"Send Broadcast Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/alerts/msgSuccess","value":true}}}}}
+{"op":"add","path":"/elements/dept-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between"},"children":["dept-filter-label","dept-filter-select","dept-filter-badge"]}}
+{"op":"add","path":"/elements/dept-filter-label","value":{"type":"TextContent","props":{"text":"**Focus Department:** Select a department to isolate analytics and metrics across the entire overview.","size":"default"}}}
+{"op":"add","path":"/elements/dept-filter-select","value":{"type":"Select","props":{"name":"selectedDept","placeholder":"All University Departments","items":["dept-all","dept-cs","dept-eng","dept-biz","dept-arts"],"value":{"$bindState":"/selectedDepartment"}}}}
+{"op":"add","path":"/elements/dept-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Departments (University Wide)"}}}
+{"op":"add","path":"/elements/dept-cs","value":{"type":"SelectItem","props":{"value":"Computer Science","label":"Computer Science"}}}
+{"op":"add","path":"/elements/dept-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"}}}
+{"op":"add","path":"/elements/dept-biz","value":{"type":"SelectItem","props":{"value":"Business","label":"Business School"}}}
+{"op":"add","path":"/elements/dept-arts","value":{"type":"SelectItem","props":{"value":"Arts & Humanities","label":"Arts & Humanities"}}}
+{"op":"add","path":"/elements/dept-filter-badge","value":{"type":"Badge","props":{"text":{"$template":"Active Focus: ${/selectedDepartment}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/selectedDepartment","value":"All Departments"}
+{"op":"add","path":"/state/forms","value":{"newCourse":{"code":"","title":"","dept":"","credits":""},"message":{"group":"","subject":"","body":""}}}
+{"op":"add","path":"/elements/kpi-grid-1","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["kpi-tuition","kpi-acceptance","kpi-scholarship","kpi-housing"]}}
+{"op":"add","path":"/elements/kpi-tuition","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["tuition-title","tuition-val","tuition-sub"]}}
+{"op":"add","path":"/elements/tuition-title","value":{"type":"TextContent","props":{"text":"Tuition Revenue (YTD)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/tuition-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/tuitionRevenue"},"level":"h2"}}}
+{"op":"add","path":"/elements/tuition-sub","value":{"type":"Badge","props":{"text":"+8.4% vs Target","variant":"default"}}}
+{"op":"add","path":"/elements/kpi-acceptance","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["accept-title","accept-val","accept-sub"]}}
+{"op":"add","path":"/elements/accept-title","value":{"type":"TextContent","props":{"text":"Acceptance Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/accept-val","value":{"type":"Heading","props":{"text":{"$state":"/kpis/acceptanceRate"},"level":"h2"}}}
+{"op":"add","path":"/elements/accept-sub","value":{"type":"Badge","props":{"text":"2.1% lower (More selective)","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-scholarship","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sch-title","sch-val","sch-progress"]}}
+{"op":"add","path":"/elements/sch-title","value":{"type":"TextContent","props":{"text":"Scholarship Budget Used","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sch-val","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/scholarshipUsed} of ${/kpis/scholarshipTotal}"},"size":"default"}}}
+{"op":"add","path":"/elements/sch-progress","value":{"type":"Progress","props":{"value":82,"label":"82% Allocated"}}}
+{"op":"add","path":"/elements/kpi-housing","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["house-title","house-val","house-progress"]}}
+{"op":"add","path":"/elements/house-title","value":{"type":"TextContent","props":{"text":"Housing Occupancy","size":"small-heavy"}}}
+{"op":"add","path":"/elements/house-val","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/housingOccupied} / ${/kpis/housingCapacity} Capacity"},"size":"default"}}}
+{"op":"add","path":"/elements/house-progress","value":{"type":"Progress","props":{"value":94,"label":"94.4% Occupied"}}}
+{"op":"add","path":"/state/kpis","value":{"tuitionRevenue":"$128.4M","acceptanceRate":"31.2%","scholarshipUsed":"$18.5M","scholarshipTotal":"$22.5M","housingOccupied":"4,250","housingCapacity":"4,500"}}
+{"op":"add","path":"/elements/kpi-grid-2","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["semester-comp-title","semester-comp-table"]}}
+{"op":"add","path":"/elements/semester-comp-title","value":{"type":"CardHeader","props":{"title":"Semester vs Last Semester Comparison","subtitle":"Key operational benchmarks compared against previous academic term"}}}
+{"op":"add","path":"/elements/semester-comp-table","value":{"type":"Table","props":{"columns":["sem-col-metric","sem-col-last","sem-col-this","sem-col-change"]}}}
+{"op":"add","path":"/elements/sem-col-metric","value":{"type":"Col","props":{"label":"Metric Name","data":{"$state":"/semesterComparison/metrics"},"type":"string"}}}
+{"op":"add","path":"/elements/sem-col-last","value":{"type":"Col","props":{"label":"Last Semester","data":{"$state":"/semesterComparison/lastTerm"},"type":"string"}}}
+{"op":"add","path":"/elements/sem-col-this","value":{"type":"Col","props":{"label":"This Semester","data":{"$state":"/semesterComparison/thisTerm"},"type":"string"}}}
+{"op":"add","path":"/elements/sem-col-change","value":{"type":"Col","props":{"label":"Variance / Change","data":{"$state":"/semesterComparison/change"},"type":"string"}}}
+{"op":"add","path":"/state/semesterComparison","value":{"metrics":["Enrolled Students","Course Offerings","Average Class Size","Faculty Headcount","Student Retention Rate"],"lastTerm":["13,850","620","22.3","410","91.2%"],"thisTerm":["14,250","645","22.0","425","93.8%"],"change":["+400 (+2.9%)","+25 (+4.0%)","-0.3 (-1.3%)","+15 (+3.6%)","+2.6%"]}}
+{"op":"add","path":"/elements/tabs-section","value":{"type":"Tabs","props":{"items":["tab-item-academics","tab-item-enrollment","tab-item-faculty","tab-item-campus"]}}}
+{"op":"add","path":"/elements/tab-item-academics","value":{"type":"TabItem","props":{"value":"academics","trigger":"Academics & Risk","content":["risk-card","course-fullness-card"]}}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-table"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Students at Academic Risk","subtitle":"Early warning alerts based on GPA, attendance, and faculty flagging"}}}
+{"op":"add","path":"/elements/risk-table","value":{"type":"Table","props":{"columns":["risk-col-name","risk-col-id","risk-col-dept","risk-col-gpa","risk-col-att","risk-col-status"]}}}
+{"op":"add","path":"/elements/risk-col-name","value":{"type":"Col","props":{"label":"Student Name","data":{"$state":"/atRiskStudents/names"},"type":"string"}}}
+{"op":"add","path":"/elements/risk-col-id","value":{"type":"Col","props":{"label":"Student ID","data":{"$state":"/atRiskStudents/ids"},"type":"string"}}}
+{"op":"add","path":"/elements/risk-col-dept","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/atRiskStudents/depts"},"type":"string"}}}
+{"op":"add","path":"/elements/risk-col-gpa","value":{"type":"Col","props":{"label":"Current GPA","data":{"$state":"/atRiskStudents/gpas"},"type":"number"}}}
+{"op":"add","path":"/elements/risk-col-att","value":{"type":"Col","props":{"label":"Attendance %","data":{"$state":"/atRiskStudents/attendance"},"type":"string"}}}
+{"op":"add","path":"/elements/risk-col-status","value":{"type":"Col","props":{"label":"Risk Level","data":{"$state":"/atRiskStudents/riskLevels"},"type":"string"}}}
+{"op":"add","path":"/state/atRiskStudents","value":{"names":["Marcus Vance","Elena Rostova","Jordan Lee","Aaliyah Patel","David Chen"],"ids":["STU-9021","STU-8812","STU-9430","STU-7721","STU-8109"],"depts":["Computer Science","Engineering","Business","Arts & Humanities","Computer Science"],"gpas":[1.85,2.1,1.92,2.05,1.78],"attendance":["64%","72%","68%","75%","59%"],"riskLevels":["High Risk","Medium Risk","High Risk","Medium Risk","Critical Risk"]}}
+{"op":"add","path":"/elements/course-fullness-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-full-header","course-full-list"]}}
+{"op":"add","path":"/elements/course-full-header","value":{"type":"CardHeader","props":{"title":"Course Offering Capacity & Fullness","subtitle":"Real-time seat utilization across active course sections"}}}
+{"op":"add","path":"/elements/course-full-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/courseFullness","key":"id"},"children":["course-full-item"]}}
+{"op":"add","path":"/elements/course-full-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["course-info","course-progress"]}}
+{"op":"add","path":"/elements/course-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["course-code-title","course-dept-tag"]}}
+{"op":"add","path":"/elements/course-code-title","value":{"type":"TextContent","props":{"text":{"$template":"**${code}**: ${name}"},"size":"default"}}}
+{"op":"add","path":"/elements/course-dept-tag","value":{"type":"Tag","props":{"text":{"$item":"dept"},"variant":"neutral","size":"sm"}}}
+{"op":"add","path":"/elements/course-progress","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["course-enrolled-text","course-bar"]}}
+{"op":"add","path":"/elements/course-enrolled-text","value":{"type":"TextContent","props":{"text":{"$template":"${enrolled} / ${capacity} seats (${percentage}% full)"},"size":"small"}}}
+{"op":"add","path":"/elements/course-bar","value":{"type":"Progress","props":{"value":{"$item":"percentage"},"label":"Capacity"}}}
+{"op":"add","path":"/state/courseFullness","value":[]}
+{"op":"add","path":"/state/courseFullness/0","value":{"id":"c1","code":"CS-101","name":"Intro to Computer Science","dept":"Computer Science","enrolled":250,"capacity":250,"percentage":100}}
+{"op":"add","path":"/state/courseFullness/1","value":{"id":"c2","code":"ENG-201","name":"Thermodynamics & Fluid Mechanics","dept":"Engineering","enrolled":185,"capacity":200,"percentage":92.5}}
+{"op":"add","path":"/state/courseFullness/2","value":{"id":"c3","code":"BUS-305","name":"Corporate Finance","dept":"Business","enrolled":142,"capacity":150,"percentage":94.6}}
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+{"op":"add","path":"/elements/wl-cs-text","value":{"type":"TextContent","props":{"text":"High demand for Software Engineering and AI tracks. 342 qualified applicants currently waitlisted for Fall term.","size":"small"}}}
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+{"op":"add","path":"/elements/event-item-3","value":{"type":"ListItem","props":{"title":"Homecoming Alumni Gala & Fundraiser","subtitle":"Oct 22 • Main Ballroom • Keynote by Board Chairman","actionLabel":"View Details"}}}
+{"op":"add","path":"/elements/event-item-4","value":{"type":"ListItem","props":{"title":"Board of Trustees Quarterly Assembly","subtitle":"Oct 28 • Executive Conference Hall • Financial & Growth Review","actionLabel":"View Details"}}}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..b1a6d5633
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r3.txt
@@ -0,0 +1,155 @@
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+{"op":"add","path":"/elements/series-giving-annual","value":{"type":"Series","props":{"category":"Annual Fund","values":[8.4,9.2,10.5,12.1]}}}
+{"op":"add","path":"/elements/series-giving-endowment","value":{"type":"Series","props":{"category":"Endowment Gifts","values":[14.2,18.0,15.8,21.4]}}}
+{"op":"add","path":"/elements/campus-events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-repeat"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Campus Events This Month","subtitle":"Upcoming academic, alumni, and student life activities"}}}
+{"op":"add","path":"/elements/events-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/campusEvents","key":"id"},"children":["event-item-card"]}}
+{"op":"add","path":"/elements/event-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["event-details","event-tag"]}}
+{"op":"add","path":"/elements/event-details","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["event-title","event-meta"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/event-meta","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${date} • 📍 ${location} • Expected: ${attendees} attendees"},"size":"small"}}}
+{"op":"add","path":"/elements/event-tag","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"md"}}}
+{"op":"add","path":"/state/campusEvents","value":[]}
+{"op":"add","path":"/state/campusEvents/0","value":{"id":"e1","title":"Annual Research Symposium","date":"Oct 14, 2023","location":"Science Complex Auditorium","attendees":"450","category":"Academic"}}
+{"op":"add","path":"/state/campusEvents/1","value":{"id":"e2","title":"Homecoming Weekend Gala","date":"Oct 21, 2023","location":"Student Union Center","attendees":"1,200","category":"Alumni"}}
+{"op":"add","path":"/state/campusEvents/2","value":{"id":"e3","title":"Fall Career & Internship Fair","date":"Oct 26, 2023","location":"Campus Athletics Center","attendees":"2,100","category":"Career Services"}}
+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["course-approval-drawer","message-student-group-dialog"]}}
+{"op":"add","path":"/elements/course-approval-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Approve New Course Offering","title":"Course Proposal Approval","description":"Review curriculum requirements and authorize new department course listings","content":["approve-course-form"]}}
+{"op":"add","path":"/elements/approve-course-form","value":{"type":"Form","props":{"name":"courseApprovalForm","buttons":"approve-form-buttons","fields":["fc-course-title","fc-course-dept","fc-course-code","fc-course-credits","fc-course-desc"]}}}
+{"op":"add","path":"/elements/fc-course-title","value":{"type":"FormControl","props":{"label":"Course Title","input":"inp-course-title"}}}
+{"op":"add","path":"/elements/inp-course-title","value":{"type":"Input","props":{"name":"newCourseTitle","placeholder":"e.g. Advanced Machine Learning Systems","value":{"$bindState":"/forms/approveCourse/title"}}}}
+{"op":"add","path":"/elements/fc-course-dept","value":{"type":"FormControl","props":{"label":"Department","input":"inp-course-dept"}}}
+{"op":"add","path":"/elements/inp-course-dept","value":{"type":"Select","props":{"name":"newCourseDept","items":["item-dept-cs","item-dept-eng","item-dept-bus"],"value":{"$bindState":"/forms/approveCourse/dept"}}}}
+{"op":"add","path":"/elements/item-dept-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/item-dept-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/item-dept-bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"}}}
+{"op":"add","path":"/elements/fc-course-code","value":{"type":"FormControl","props":{"label":"Course Code & Level","input":"inp-course-code"}}}
+{"op":"add","path":"/elements/inp-course-code","value":{"type":"Input","props":{"name":"newCourseCode","placeholder":"e.g. CS-485","value":{"$bindState":"/forms/approveCourse/code"}}}}
+{"op":"add","path":"/elements/fc-course-credits","value":{"type":"FormControl","props":{"label":"Credit Hours","input":"inp-course-credits"}}}
+{"op":"add","path":"/elements/inp-course-credits","value":{"type":"Input","props":{"name":"newCourseCredits","type":"number","placeholder":"3","value":{"$bindState":"/forms/approveCourse/credits"}}}}
+{"op":"add","path":"/elements/fc-course-desc","value":{"type":"FormControl","props":{"label":"Syllabus Overview","input":"inp-course-desc"}}}
+{"op":"add","path":"/elements/inp-course-desc","value":{"type":"TextArea","props":{"name":"newCourseDesc","placeholder":"Enter primary learning objectives and prerequisites...","rows":3,"value":{"$bindState":"/forms/approveCourse/desc"}}}}
+{"op":"add","path":"/elements/approve-form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-approve"]}}}
+{"op":"add","path":"/elements/btn-submit-approve","value":{"type":"Button","props":{"label":"Approve & Publish Course","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/courses","value":{"code":{"$state":"/forms/approveCourse/code"},"title":{"$state":"/forms/approveCourse/title"},"instructor":"Pending Assignment","department":"Computer Science","enrolled":0,"capacity":60,"fillPercentage":0},"clearStatePath":"/forms/approveCourse/title"}}}}}
+{"op":"add","path":"/state/forms","value":{"approveCourse":{"title":"","dept":"cs","code":"","credits":"3","desc":""},"sendMessage":{"group":"all-undergrad","subject":"","body":""}}}
+{"op":"add","path":"/elements/message-student-group-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Send Student Group Broadcast","title":"Broadcast Announcement to Student Cohort","description":"Send urgent updates, administrative reminders, or academic notices","content":["msg-student-form"],"triggerVariant":"outline"}}}
+{"op":"add","path":"/elements/msg-student-form","value":{"type":"Form","props":{"name":"sendMessageForm","buttons":"msg-form-buttons","fields":["fc-msg-group","fc-msg-subject","fc-msg-body"]}}}
+{"op":"add","path":"/elements/fc-msg-group","value":{"type":"FormControl","props":{"label":"Target Student Group","input":"inp-msg-group"}}}
+{"op":"add","path":"/elements/inp-msg-group","value":{"type":"Select","props":{"name":"targetGroup","items":["group-all-undergrad","group-at-risk","group-honors","group-grad-students"],"value":{"$bindState":"/forms/sendMessage/group"}}}}
+{"op":"add","path":"/elements/group-all-undergrad","value":{"type":"SelectItem","props":{"value":"all-undergrad","label":"All Undergraduate Students (14,100)"}}}
+{"op":"add","path":"/elements/group-at-risk","value":{"type":"SelectItem","props":{"value":"at-risk","label":"Academic Risk Flagged Cohort (14)"}}}
+{"op":"add","path":"/elements/group-honors","value":{"type":"SelectItem","props":{"value":"honors","label":"Honors Program Students (850)"}}}
+{"op":"add","path":"/elements/group-grad-students","value":{"type":"SelectItem","props":{"value":"grad","label":"Graduate Scholars (4,350)"}}}
+{"op":"add","path":"/elements/fc-msg-subject","value":{"type":"FormControl","props":{"label":"Message Subject","input":"inp-msg-subject"}}}
+{"op":"add","path":"/elements/inp-msg-subject","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"e.g. Important Deadline: Spring Registration Window","value":{"$bindState":"/forms/sendMessage/subject"}}}}
+{"op":"add","path":"/elements/fc-msg-body","value":{"type":"FormControl","props":{"label":"Announcement Body","input":"inp-msg-body"}}}
+{"op":"add","path":"/elements/inp-msg-body","value":{"type":"TextArea","props":{"name":"msgBody","placeholder":"Type broadcast text here...","rows":4,"value":{"$bindState":"/forms/sendMessage/body"}}}}
+{"op":"add","path":"/elements/msg-form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-msg"]}}}
+{"op":"add","path":"/elements/btn-submit-msg","value":{"type":"Button","props":{"label":"Send Broadcast Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSentAlert","value":true}}}}}
+{"op":"add","path":"/state/messageSentAlert","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..fbbe14ab7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/jsonrender__b5-university__r4.txt
@@ -0,0 +1,121 @@
+{"op":"add","path":"/root","value":"main-container"}
+{"op":"add","path":"/elements/main-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","dept-filter-card","kpi-grid","enrollment-revenue-row","academic-housing-row","apps-waitlist-row","courses-teaching-row","events-giving-row","actions-row"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["header-title","semester-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"University Administrator Overview","subtitle":"Comprehensive campus operations, enrollment, finances, and academic metrics"}}}
+{"op":"add","path":"/elements/semester-badge","value":{"type":"Badge","props":{"text":"Fall 2024 vs Spring 2024 (+4.2% Growth)","variant":"default"}}}
+{"op":"add","path":"/elements/dept-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["dept-label","dept-select"]}}
+{"op":"add","path":"/elements/dept-label","value":{"type":"Label","props":{"text":"Focus Department:"}}}
+{"op":"add","path":"/elements/dept-select","value":{"type":"Select","props":{"name":"department","value":{"$bindState":"/selectedDept"},"placeholder":"Select Department","items":["dept-opt-all","dept-opt-cs","dept-opt-eng","dept-opt-bus","dept-opt-arts"]}}}
+{"op":"add","path":"/elements/dept-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Departments"}}}
+{"op":"add","path":"/elements/dept-opt-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/dept-opt-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/dept-opt-bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business School"}}}
+{"op":"add","path":"/elements/dept-opt-arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"}}}
+{"op":"add","path":"/state/selectedDept","value":"all"}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-revenue","kpi-acceptance","kpi-scholarship","kpi-housing"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-title","kpi-rev-val","kpi-rev-sub"]}}
+{"op":"add","path":"/elements/kpi-rev-title","value":{"type":"TextContent","props":{"text":"Tuition Revenue (This Year)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"TextContent","props":{"text":"$42.8M","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-rev-sub","value":{"type":"TextContent","props":{"text":"+6.5% vs Last Year","size":"small"}}}
+{"op":"add","path":"/elements/kpi-acceptance","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-acc-title","kpi-acc-val","kpi-acc-sub"]}}
+{"op":"add","path":"/elements/kpi-acc-title","value":{"type":"TextContent","props":{"text":"Acceptance Rate","size":"small"}}}
+{"op":"add","path":"/elements/kpi-acc-val","value":{"type":"TextContent","props":{"text":"28.4%","size":"large-heavy"}}}
+{"op":"add","path":"/elements/kpi-acc-sub","value":{"type":"TextContent","props":{"text":"-1.2% from previous cycle","size":"small"}}}
+{"op":"add","path":"/elements/kpi-scholarship","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["kpi-sch-title","kpi-sch-progress"]}}
+{"op":"add","path":"/elements/kpi-sch-title","value":{"type":"TextContent","props":{"text":"Scholarship Budget Used","size":"small"}}}
+{"op":"add","path":"/elements/kpi-sch-progress","value":{"type":"Progress","props":{"value":78,"label":"$6.2M / $8.0M (78%)"}}}
+{"op":"add","path":"/elements/kpi-housing","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["kpi-house-title","kpi-house-progress"]}}
+{"op":"add","path":"/elements/kpi-house-title","value":{"type":"TextContent","props":{"text":"Housing Occupancy","size":"small"}}}
+{"op":"add","path":"/elements/kpi-house-progress","value":{"type":"Progress","props":{"value":94,"label":"3,290 / 3,500 Beds (94%)"}}}
+{"op":"add","path":"/elements/enrollment-revenue-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["enrollment-card","semester-comp-card"]}}
+{"op":"add","path":"/elements/enrollment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"5-Year Total Enrollment Trend","subtitle":"Total headcount from 2020 to 2024"}}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"LineChart","props":{"labels":["2020","2021","2022","2023","2024"],"series":["series-enrollment"],"xLabel":"Academic Year","yLabel":"Students"}}}
+{"op":"add","path":"/elements/series-enrollment","value":{"type":"Series","props":{"category":"Total Students","values":[12100,12450,12800,13150,13620]}}}
+{"op":"add","path":"/elements/semester-comp-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sem-comp-header","sem-comp-chart"]}}
+{"op":"add","path":"/elements/sem-comp-header","value":{"type":"CardHeader","props":{"title":"This Semester vs Last","subtitle":"Enrollment comparison across departments"}}}
+{"op":"add","path":"/elements/sem-comp-chart","value":{"type":"BarChart","props":{"labels":["CS","Engineering","Business","Arts","Sciences"],"series":["series-spring24","series-fall24"],"variant":"grouped","xLabel":"Department","yLabel":"Enrolled"}}}
+{"op":"add","path":"/elements/series-spring24","value":{"type":"Series","props":{"category":"Spring 2024","values":[3100,2800,2400,1900,2150]}}}
+{"op":"add","path":"/elements/series-fall24","value":{"type":"Series","props":{"category":"Fall 2024","values":[3350,2900,2520,1850,2200]}}}
+{"op":"add","path":"/elements/academic-housing-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["at-risk-card","housing-details-card"]}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-header","at-risk-table"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Students at Academic Risk","subtitle":"Monitored for GPA < 2.0 or attendance warnings"}}}
+{"op":"add","path":"/elements/at-risk-table","value":{"type":"Table","props":{"columns":["col-risk-id","col-risk-name","col-risk-dept","col-risk-gpa","col-risk-status"]}}}
+{"op":"add","path":"/elements/col-risk-id","value":{"type":"Col","props":{"label":"ID","data":["STU-8821","STU-9043","STU-7712","STU-9401"],"type":"string"}}}
+{"op":"add","path":"/elements/col-risk-name","value":{"type":"Col","props":{"label":"Name","data":["Alex Morgan","Jordan Lee","Taylor Swift","Chris Evans"],"type":"string"}}}
+{"op":"add","path":"/elements/col-risk-dept","value":{"type":"Col","props":{"label":"Department","data":["Computer Sci","Engineering","Business","Arts"],"type":"string"}}}
+{"op":"add","path":"/elements/col-risk-gpa","value":{"type":"Col","props":{"label":"GPA","data":[1.85,1.92,1.78,1.95],"type":"number"}}}
+{"op":"add","path":"/elements/col-risk-status","value":{"type":"Col","props":{"label":"Risk Level","data":["Critical Warning","Probation","Critical Warning","Academic Watch"],"type":"string"}}}
+{"op":"add","path":"/elements/housing-details-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["housing-header","housing-chart"]}}
+{"op":"add","path":"/elements/housing-header","value":{"type":"CardHeader","props":{"title":"Housing Capacity by Residence Hall","subtitle":"Occupied beds vs available breakdown"}}}
+{"op":"add","path":"/elements/housing-chart","value":{"type":"HorizontalBarChart","props":{"labels":["North Quad","South Residence","West Campus","East Village"],"series":["series-occupied","series-vacant"],"variant":"stacked"}}}
+{"op":"add","path":"/elements/series-occupied","value":{"type":"Series","props":{"category":"Occupied","values":[1150,880,720,540]}}}
+{"op":"add","path":"/elements/series-vacant","value":{"type":"Series","props":{"category":"Vacant","values":[50,40,80,40]}}}
+{"op":"add","path":"/elements/apps-waitlist-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["apps-card","waitlist-card"]}}
+{"op":"add","path":"/elements/apps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["apps-header","apps-chart"]}}
+{"op":"add","path":"/elements/apps-header","value":{"type":"CardHeader","props":{"title":"Applications by Program","subtitle":"Current admissions cycle volume"}}}
+{"op":"add","path":"/elements/apps-chart","value":{"type":"BarChart","props":{"labels":["CS","Data Sci","Mech Eng","MBA","Pre-Med","Fine Arts"],"series":["series-apps"]}}}
+{"op":"add","path":"/elements/series-apps","value":{"type":"Series","props":{"category":"Applications","values":[4800,3200,2900,2500,3100,1400]}}}
+{"op":"add","path":"/elements/waitlist-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["waitlist-header","waitlist-chart"]}}
+{"op":"add","path":"/elements/waitlist-header","value":{"type":"CardHeader","props":{"title":"Waitlisted Students per Program","subtitle":"Pending capacity adjustments"}}}
+{"op":"add","path":"/elements/waitlist-chart","value":{"type":"HorizontalBarChart","props":{"labels":["CS","Data Sci","Mech Eng","MBA","Pre-Med","Fine Arts"],"series":["series-waitlist"]}}}
+{"op":"add","path":"/elements/series-waitlist","value":{"type":"Series","props":{"category":"Waitlist Count","values":[420,210,180,140,290,65]}}}
+{"op":"add","path":"/elements/courses-teaching-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["course-fill-card","faculty-load-card"]}}
+{"op":"add","path":"/elements/course-fill-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-fill-header","course-fill-table"]}}
+{"op":"add","path":"/elements/course-fill-header","value":{"type":"CardHeader","props":{"title":"Course Capacity & Fullness","subtitle":"Enrollment fill rate per active offering"}}}
+{"op":"add","path":"/elements/course-fill-table","value":{"type":"Table","props":{"columns":["col-code","col-cname","col-enrolled","col-cap","col-fill"]}}}
+{"op":"add","path":"/elements/col-code","value":{"type":"Col","props":{"label":"Code","data":["CS101","ENG201","BUS305","ART110","DATA400"],"type":"string"}}}
+{"op":"add","path":"/elements/col-cname","value":{"type":"Col","props":{"label":"Course Title","data":["Intro to Programming","Thermodynamics","Marketing Strategy","Studio Painting","Machine Learning"],"type":"string"}}}
+{"op":"add","path":"/elements/col-enrolled","value":{"type":"Col","props":{"label":"Enrolled","data":[250,180,145,48,120],"type":"number"}}}
+{"op":"add","path":"/elements/col-cap","value":{"type":"Col","props":{"label":"Capacity","data":[250,200,150,50,120],"type":"number"}}}
+{"op":"add","path":"/elements/col-fill","value":{"type":"Col","props":{"label":"Status","data":["100% (Full)","90% (Near Cap)","97% (Near Cap)","96% (Near Cap)","100% (Full)"],"type":"string"}}}
+{"op":"add","path":"/elements/faculty-load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["faculty-load-header","faculty-load-chart"]}}
+{"op":"add","path":"/elements/faculty-load-header","value":{"type":"CardHeader","props":{"title":"Teaching Load by Faculty Member","subtitle":"Credit hours taught vs baseline standard (12 hrs)"}}}
+{"op":"add","path":"/elements/faculty-load-chart","value":{"type":"BarChart","props":{"labels":["Dr. Smith","Prof. Davis","Dr. Gupta","Prof. Wilson","Dr. Martinez"],"series":["series-load"]}}}
+{"op":"add","path":"/elements/series-load","value":{"type":"Series","props":{"category":"Credit Hours","values":[15,12,14,9,16]}}}
+{"op":"add","path":"/elements/events-giving-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["events-card","giving-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Campus Events This Month","subtitle":"Key academic and university activities"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-1","event-2","event-3","event-4"]}}}
+{"op":"add","path":"/elements/event-1","value":{"type":"ListItem","props":{"title":"Fall Research Symposium","subtitle":"Oct 12 • Grand Ballroom • 500 Expected Attendees"}}}
+{"op":"add","path":"/elements/event-2","value":{"type":"ListItem","props":{"title":"Alumni Homecoming Gala","subtitle":"Oct 18 • University Club • Ticketed Event"}}}
+{"op":"add","path":"/elements/event-3","value":{"type":"ListItem","props":{"title":"Career & Internship Fair","subtitle":"Oct 24 • Student Union • 85 Employers Participating"}}}
+{"op":"add","path":"/elements/event-4","value":{"type":"ListItem","props":{"title":"Board of Trustees Quarterly","subtitle":"Oct 29 • Administration Bldg Room 301"}}}
+{"op":"add","path":"/elements/giving-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["giving-header","giving-chart"]}}
+{"op":"add","path":"/elements/giving-header","value":{"type":"CardHeader","props":{"title":"Alumni Giving Trend","subtitle":"Total contributions over past 4 years ($M)"}}}
+{"op":"add","path":"/elements/giving-chart","value":{"type":"AreaChart","props":{"labels":["2021","2022","2023","2024"],"series":["series-giving"],"xLabel":"Year","yLabel":"Millions USD"}}}
+{"op":"add","path":"/elements/series-giving","value":{"type":"Series","props":{"category":"Alumni Donations ($M)","values":[8.4,9.2,11.5,14.2]}}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["approve-course-card","send-message-card"]}}
+{"op":"add","path":"/elements/approve-course-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["approve-header","approve-alert","approve-form"]}}
+{"op":"add","path":"/elements/approve-header","value":{"type":"CardHeader","props":{"title":"Approve New Course Proposal","subtitle":"Review and submit administrative approval"}}}
+{"op":"add","path":"/elements/approve-alert","value":{"type":"Alert","props":{"title":"Course Approval Submitted","description":"The course proposal has been approved and added to the curriculum registry.","variant":"success"},"visible":{"$state":"/courseApproved"}}}
+{"op":"add","path":"/elements/approve-form","value":{"type":"Form","props":{"name":"courseApprovalForm","fields":["field-course-title","field-dept-select"],"buttons":"approve-buttons"}}}
+{"op":"add","path":"/elements/field-course-title","value":{"type":"FormControl","props":{"label":"Course Title / Code","input":"input-course-title"}}}
+{"op":"add","path":"/elements/input-course-title","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"e.g. AI Ethics & Policy (CS490)","value":{"$bindState":"/newCourseTitle"}}}}
+{"op":"add","path":"/state/newCourseTitle","value":""}
+{"op":"add","path":"/elements/field-dept-select","value":{"type":"FormControl","props":{"label":"Department","input":"input-dept-select"}}}
+{"op":"add","path":"/elements/input-dept-select","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Select Department","items":["c-opt-cs","c-opt-eng","c-opt-bus"],"value":{"$bindState":"/newCourseDept"}}}}
+{"op":"add","path":"/elements/c-opt-cs","value":{"type":"SelectItem","props":{"value":"CS","label":"Computer Science"}}}
+{"op":"add","path":"/elements/c-opt-eng","value":{"type":"SelectItem","props":{"value":"ENG","label":"Engineering"}}}
+{"op":"add","path":"/elements/c-opt-bus","value":{"type":"SelectItem","props":{"value":"BUS","label":"Business"}}}
+{"op":"add","path":"/state/newCourseDept","value":""}
+{"op":"add","path":"/elements/approve-buttons","value":{"type":"Buttons","props":{"buttons":["btn-approve-submit"]}}}
+{"op":"add","path":"/elements/btn-approve-submit","value":{"type":"Button","props":{"label":"Approve Course Proposal","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApproved","value":true}}}}}
+{"op":"add","path":"/state/courseApproved","value":false}
+{"op":"add","path":"/elements/send-message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["msg-header","msg-alert","msg-form"]}}
+{"op":"add","path":"/elements/msg-header","value":{"type":"CardHeader","props":{"title":"Send Broadcast Message","subtitle":"Dispatch notification to specific student groups"}}}
+{"op":"add","path":"/elements/msg-alert","value":{"type":"Alert","props":{"title":"Broadcast Message Sent","description":"Your message was queued and dispatched to the targeted student group.","variant":"info"},"visible":{"$state":"/msgSent"}}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"messageGroupForm","fields":["field-group-select","field-msg-text"],"buttons":"msg-buttons"}}}
+{"op":"add","path":"/elements/field-group-select","value":{"type":"FormControl","props":{"label":"Target Student Group","input":"input-group-select"}}}
+{"op":"add","path":"/elements/input-group-select","value":{"type":"Select","props":{"name":"targetGroup","placeholder":"Select Group","items":["g-opt-all","g-opt-risk","g-opt-grad","g-opt-honors"],"value":{"$bindState":"/targetGroup"}}}}
+{"op":"add","path":"/elements/g-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Undergraduate Students"}}}
+{"op":"add","path":"/elements/g-opt-risk","value":{"type":"SelectItem","props":{"value":"risk","label":"Students at Academic Risk"}}}
+{"op":"add","path":"/elements/g-opt-grad","value":{"type":"SelectItem","props":{"value":"grad","label":"Graduating Seniors"}}}
+{"op":"add","path":"/elements/g-opt-honors","value":{"type":"SelectItem","props":{"value":"honors","label":"Honors College Students"}}}
+{"op":"add","path":"/state/targetGroup","value":""}
+{"op":"add","path":"/elements/field-msg-text","value":{"type":"FormControl","props":{"label":"Message Content","input":"input-msg-text"}}}
+{"op":"add","path":"/elements/input-msg-text","value":{"type":"TextArea","props":{"name":"msgText","placeholder":"Type your message broadcast here...","rows":3,"value":{"$bindState":"/msgText"}}}}
+{"op":"add","path":"/state/msgText","value":""}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"buttons":["btn-msg-send"]}}}
+{"op":"add","path":"/elements/btn-msg-send","value":{"type":"Button","props":{"label":"Send Group Broadcast","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/msgSent","value":true}}}}}
+{"op":"add","path":"/state/msgSent","value":false}
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..2878b8d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r1.txt
@@ -0,0 +1,20 @@
+root = Card([header, mainGrid, itemsTable, notesSection, actions], "card", "column", "l")
+header = CardHeader("Invoice #INV-2024-004", "Issued on October 12, 2024 by Alex Morgan Design")
+mainGrid = Card([dueCard, statusCard], "clear", "row", "m")
+dueCard = Card([dueTitle, amountText, currencyBadge], "sunk", "column", "xs")
+dueTitle = TextContent("Total Amount Due", "small-heavy")
+amountText = TextContent("$3,450.00", "large-heavy")
+currencyBadge = Badge("USD - US Dollar", "outline")
+statusCard = Card([statusTitle, dueDateText, statusBadge], "sunk", "column", "xs")
+statusTitle = TextContent("Payment Details", "small-heavy")
+dueDateText = TextContent("Due Date: Nov 01, 2024", "large")
+statusBadge = Badge("Due in 5 Days", "secondary")
+itemsTable = Table([colDesc, colQty, colRate, colTotal])
+colDesc = Col("Description", ["Brand Identity Redesign", "Frontend Implementation (React)", "Design System Documentation"])
+colQty = Col("Hours / Qty", [40, 25, 10])
+colRate = Col("Rate", ["$50/hr", "$50/hr", "$200 flat"])
+colTotal = Col("Line Total", ["$2,000.00", "$1,250.00", "$200.00"])
+notesSection = TextCallout("info", "Payment Terms", "Please process payment by the due date. Standard 1.5% late fee per month applies to overdue balances.")
+actions = Buttons([payNowBtn, downloadBtn], "row")
+payNowBtn = Button("Pay Now ($3,450.00)", null, "primary", "normal", "large")
+downloadBtn = Button("Download PDF", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..110e3f8e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r2.txt
@@ -0,0 +1,27 @@
+root = Card([header, alertNotice, summaryCard, itemsTable, paymentSection, followUp])
+header = CardHeader("Invoice #INV-2024-008", "Issued by Alex Morgan (Design & Development)")
+alertNotice = Alert("Payment Due Soon", "This invoice is due in 3 days. Please review and process payment.", "warning")
+summaryCard = Card([amountHeading, dueBadge, sep1, metaTable], "sunk", "column", "s")
+amountHeading = Heading("$3,450.00 USD", "h1")
+dueBadge = Badge("Due Date: October 24, 2024", "destructive")
+sep1 = Separator("horizontal")
+metaTable = Table([metaField, metaVal])
+metaField = Col("Detail", ["Client Name", "Project", "Payment Terms", "Status"])
+metaVal = Col("Value", ["Acme Corp", "Q3 Brand Redesign & Web App", "Net 15", "Pending Payment"])
+itemsTable = Table([itemCol, qtyCol, rateCol, totalCol])
+itemCol = Col("Description", ["UX/UI Design Systems", "Frontend React Development", "API Integration & Testing"])
+qtyCol = Col("Hours", [20, 30, 10])
+rateCol = Col("Rate", ["$60.00/hr", "$55.00/hr", "$60.00/hr"])
+totalCol = Col("Amount", ["$1,200.00", "$1,650.00", "$600.00"])
+paymentSection = Card([payHeading, payButtons, payDrawer], "card", "column", "m")
+payHeading = Heading("Select Payment Method", "h3")
+payButtons = Buttons([payCardBtn, payBankBtn, downloadPdfBtn])
+payCardBtn = Button("Pay $3,450.00 Now (Credit Card)", null, "primary")
+payBankBtn = Button("Pay via ACH / Bank Transfer", null, "secondary")
+downloadPdfBtn = Button("Download PDF Invoice", null, "tertiary")
+payDrawer = DrawerBlock("View Payment Instructions & Bank Details", "Bank Wire Instructions", "Use the details below for manual bank transfers", bankDetailsCode)
+bankDetailsCode = CodeBlock("text", "Bank: First National Bank\nAccount Name: Alex Morgan Freelance LLC\nRouting Number: 123456789\nAccount Number: 9876543210\nSwift Code: FNBBUS33\nReference: INV-2024-008")
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Request receipt for previous payment")
+f2 = FollowUpItem("Contact freelancer regarding line items")
+f3 = FollowUpItem("Schedule automatic monthly billing")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..69a18ece4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, alertStatus, invoiceSummary, sep1, itemsHeading, lineItemsTable, sep2, paymentSection])
+
+header = CardHeader("Invoice #INV-2023-042", "Issued by Alex Morgan (Freelance UI/UX Designer)")
+alertStatus = TextCallout("warning", "Payment Pending", "This invoice is due in 5 days. Please review and pay below.")
+
+invoiceSummary = Table([metaLabel, metaValue])
+metaLabel = Col("Invoice Details", ["Amount Due", "Due Date", "Issue Date", "Billed To"])
+metaValue = Col("Value", ["$3,450.00 USD", "October 15, 2023", "October 1, 2023", "Acme Corporation"])
+
+sep1 = Separator("horizontal")
+itemsHeading = Heading("Services Rendered", "h3")
+
+lineItemsTable = Table([itemDesc, itemHours, itemRate, itemTotal])
+itemDesc = Col("Description", ["Brand Identity & Logo Design", "Design System Components (Figma)", "Interactive Prototype"])
+itemHours = Col("Hours", [20, 35, 15], "number")
+itemRate = Col("Rate", ["$75/hr", "$75/hr", "$75/hr"])
+itemTotal = Col("Total", ["$1,500.00", "$2,625.00", "$1,125.00"])
+
+sep2 = Separator("horizontal")
+
+paymentSection = Form("pay-invoice", payButtons, [paymentMethodField, cardNumField, nameOnCardField])
+paymentMethodField = FormControl("Select Payment Method", paymentMethodSelect)
+paymentMethodSelect = Select("pay_method", [payCredit, payBank, payPaypal], "Choose payment method")
+payCredit = SelectItem("card", "Credit / Debit Card")
+payBank = SelectItem("ach", "ACH Bank Transfer")
+payPaypal = SelectItem("paypal", "PayPal")
+
+cardNumField = FormControl("Card Number", cardInput)
+cardInput = Input("card_number", "•••• •••• •••• 4242", "text")
+
+nameOnCardField = FormControl("Name on Card", nameInput)
+nameInput = Input("card_name", "Jane Doe", "text")
+
+payButtons = Buttons([payNowBtn, downloadPdfBtn])
+payNowBtn = Button("Pay $3,450.00 USD Now", null, "primary")
+downloadPdfBtn = Button("Download PDF Invoice", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..e1f00e390
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-invoice__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, statusBanner, overviewCard, itemsTable, paymentSection, downloadDrawer, followUps])
+
+header = CardHeader("Invoice #INV-2024-008", "Issued on October 12, 2024 by Sarah Jenkins (UX/UI Designer)")
+
+statusBanner = Alert("Payment Pending", "This invoice is due in 5 days. Please review details below.", "warning")
+
+overviewCard = Card([dueBadge, totalAmountText, dueDateText], "sunk", "column", "s")
+dueBadge = Badge("Amount Due", "outline")
+totalAmountText = TextContent("## $4,850.00 USD", "large")
+dueDateText = TextContent("**Due Date:** October 27, 2024", "default")
+
+itemsTable = Table([colDesc, colHours, colRate, colTotal])
+colDesc = Col("Description", ["E-commerce Mobile App Redesign - Phase 2", "Design System Documentation & Component Library", "User Testing & Usability Report"])
+colHours = Col("Hours / Qty", [40, 15, 10], "number")
+colRate = Col("Rate", ["$80.00/hr", "$80.00/hr", "$85.00/hr"], "string")
+colTotal = Col("Line Total", ["$3,200.00", "$1,200.00", "$850.00"], "string")
+
+paymentSection = Card([paymentTitle, paymentForm], "card", "column", "m")
+paymentTitle = Heading("Pay Invoice Now", "h3")
+paymentForm = Form("pay-invoice", payButtons, [methodField, cardNameField, cardNumberField])
+
+methodField = FormControl("Payment Method", methodSelect)
+methodSelect = Select("payment_method", [optCredit, optBank, optPaypal], "Select payment method")
+optCredit = SelectItem("card", "Credit / Debit Card (Instant)")
+optBank = SelectItem("ach", "ACH Bank Transfer (1-3 Business Days)")
+optPaypal = SelectItem("paypal", "PayPal")
+
+cardNameField = FormControl("Name on Card", cardNameInput)
+cardNameInput = Input("card_name", "e.g. Alex Morgan")
+
+cardNumberField = FormControl("Card Number", cardNumberInput)
+cardNumberInput = Input("card_number", "•••• •••• •••• 4242")
+
+payButtons = Buttons([submitPayBtn, clearBtn])
+submitPayBtn = Button("Pay $4,850.00 USD Now", null, "primary")
+clearBtn = Button("Cancel", null, "tertiary")
+
+downloadDrawer = DrawerBlock("View Full Breakdown & Terms", "Invoice Terms & Payment History", "Standard 15-day payment terms apply.", termsContent)
+termsContent = TextContent("Late payments are subject to a 1.5% monthly interest fee. For queries regarding this invoice, contact sarah@jenkinsdesign.com.", "small")
+
+followUps = FollowUpBlock([askReceipt, askItemized, askExtension])
+askReceipt = FollowUpItem("Send payment receipt to accounting")
+askItemized = FollowUpItem("Request detailed time log")
+askExtension = FollowUpItem("Request payment extension")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..e9f0a6d4b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r1.txt
@@ -0,0 +1,11 @@
+root = Card([header, callout, attendeesSection, joinActions])
+header = CardHeader("Product Strategy Sync", "Starts today at 2:00 PM (In 15 minutes)")
+callout = Callout("info", "Upcoming Meeting", "Weekly alignment on Q3 roadmap and feature prioritization.")
+attendeesSection = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Lead (Host)", ["https://picsum.photos/seed/sarah/100/100"])
+att2 = ListItem("Alex Rivera", "Engineering Manager", ["https://picsum.photos/seed/alex/100/100"])
+att3 = ListItem("Maria Garcia", "UX Designer", ["https://picsum.photos/seed/maria/100/100"])
+att4 = ListItem("David Kim", "Data Scientist", ["https://picsum.photos/seed/david/100/100"])
+joinActions = Buttons([joinBtn, declineBtn])
+joinBtn = Button("Join Video Call", null, "primary")
+declineBtn = Button("Decline", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..83111623c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r2.txt
@@ -0,0 +1,18 @@
+root = Card([header, calloutAlert, meetingDetails, attendeesSection, actionButtons], "card", "column", "l")
+header = CardHeader("Next on Your Calendar", "Upcoming event starting soon")
+calloutAlert = Callout("info", "Starting in 15 minutes", "Design Sync & Sprint Planning is scheduled for 10:00 AM.")
+meetingDetails = Card([meetingTitle, meetingTime, meetingLocation], "sunk", "column", "s")
+meetingTitle = Heading("Design Sync & Sprint Planning", "h2")
+meetingTime = TextContent("**Time:** Today, 10:00 AM – 11:00 AM (EST)", "default")
+meetingLocation = TextContent("**Platform:** Google Meet (Video Call)", "small")
+attendeesSection = Card([attendeesHeading, attendeesList], "clear", "column", "s")
+attendeesHeading = Heading("Attendees (5)", "h3")
+attendeesList = ListBlock([att1, att2, att3, att4, att5])
+att1 = ListItem("Alex Morgan", "Product Designer (Organizer)")
+att2 = ListItem("Sarah Chen", "Engineering Lead")
+att3 = ListItem("Michael Scott", "Product Manager")
+att4 = ListItem("Emma Watson", "UX Researcher")
+att5 = ListItem("David Key", "Frontend Developer")
+actionButtons = Buttons([joinBtn, declineBtn])
+joinBtn = Button("Join Call Now", null, "primary", "normal", "large")
+declineBtn = Button("Send Note", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..8c08a1209
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r3.txt
@@ -0,0 +1,26 @@
+root = Card([header, callout, meetingCard, followUp], "card", "column", "l")
+header = CardHeader("Calendar", "Up next today")
+callout = Callout("info", "Starting Soon", "Your next meeting begins in 15 minutes.")
+
+meetingCard = Card([meetingHeader, badge, sep1, timeDetails, sep2, attendeesSection, sep3, joinButtons], "sunk", "column", "m")
+meetingHeader = Heading("Q3 Product Roadmap Review", "h2")
+badge = Badge("In 15 mins", "default")
+sep1 = Separator("horizontal")
+
+timeDetails = TextContent("**Time:** Today, 2:00 PM – 3:00 PM (EST)\n**Location:** Google Meet", "default")
+sep2 = Separator("horizontal")
+
+attendeesSection = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Lead (Organizer)", ["https://picsum.photos/seed/sarah/100/100"])
+att2 = ListItem("Alex Rivera", "Senior Engineering Manager", ["https://picsum.photos/seed/alex/100/100"])
+att3 = ListItem("Marcus Vance", "UX Designer", ["https://picsum.photos/seed/marcus/100/100"])
+att4 = ListItem("You", "Accepted", ["https://picsum.photos/seed/you/100/100"])
+sep3 = Separator("horizontal")
+
+joinButtons = Buttons([btnJoin, btnReschedule])
+btnJoin = Button("Join Video Call", null, "primary", "normal", "large")
+btnReschedule = Button("Reschedule", null, "secondary", "normal", "large")
+
+followUp = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("View full schedule for today")
+f2 = FollowUpItem("Prepare meeting notes")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..e8830ceba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-meeting__r4.txt
@@ -0,0 +1,19 @@
+root = Card([header, nextMeetingCard, followUps])
+header = CardHeader("Upcoming Meeting", "Next on your schedule")
+nextMeetingCard = Card([meetingDetails, joinActions], "sunk", "column", "m")
+meetingDetails = Card([titleGroup, timeBadge, sep, attendeesHeader, attendeesList], "card", "column", "s")
+titleGroup = Heading("Q3 Product Roadmap Sync", "h3")
+timeBadge = Callout("info", "Starts in 15 minutes", "10:00 AM – 10:45 AM (EST)")
+sep = Separator("horizontal")
+attendeesHeader = Heading("Attendees (4)", "h4")
+attendeesList = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Lead (Host)")
+att2 = ListItem("Alex Rivera", "Engineering Lead")
+att3 = ListItem("Maria Garcia", "UX Designer")
+att4 = ListItem("You", "Accepted")
+joinActions = Buttons([joinBtn, declineBtn])
+joinBtn = Button("Join Video Call", null, "primary")
+declineBtn = Button("Reschedule", null, "tertiary")
+followUps = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("View full day calendar")
+f2 = FollowUpItem("Send message to attendees")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..bdf883c5b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, valueProp, signupForm])
+header = CardHeader("The Product Pulse", "Your weekly digest of product management & design insights")
+valueProp = TextContent("Every Tuesday, get 5 actionable insights on product strategy, user research, and UX design delivered straight to your inbox.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailControl, frequencyControl])
+emailControl = FormControl("Email Address", emailInput, "We respect your privacy. Unsubscribe at any time.")
+emailInput = Input("email", "you@example.com", "email")
+frequencyControl = FormControl("Digest Format", formatRadio)
+formatRadio = RadioGroup("format", [formatQuick, formatDeep], "quick")
+formatQuick = RadioItem("5-Minute Skim", "Key takeaways and top links", "quick")
+formatDeep = RadioItem("Deep Dive", "Full articles and teardowns", "deep")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Subscribe for Free", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..a0c77bfd1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, valueProp, signupForm])
+header = CardHeader("The Product Pulse", "A weekly digest for builders and designers")
+valueProp = TextContent("Get a 5-minute teardown of high-growth product strategies, UX patterns, and design trends delivered to your inbox every Tuesday.")
+signupForm = Form("newsletter_signup", formButtons, [emailField, frequencyField])
+emailField = FormControl("Email address", emailInput, "No spam ever. Unsubscribe with one click anytime.")
+emailInput = Input("email", "you@example.com", "email")
+frequencyField = FormControl("Preferred format", formatSelect)
+formatSelect = Select("format", [fmtFull, fmtSummary], "Select edition")
+fmtFull = SelectItem("full", "Full Deep-Dive (5 min read)")
+fmtSummary = SelectItem("summary", "Executive Summary (1 min read)")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Subscribe to Newsletter", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..2d3684414
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, valueProp, signupForm, privacyNote])
+header = CardHeader("The Product Pulse", "Your weekly dose of product strategy & design insights")
+valueProp = TextContent("Every Tuesday, get 5 actionable product frameworks, 3 curated case studies, and the latest industry trends delivered straight to your inbox.")
+signupForm = Form("newsletter-signup", formButtons, [emailControl, interestControl])
+emailControl = FormControl("Work email", emailInput)
+emailInput = Input("email", "alex@company.com", "email")
+interestControl = FormControl("Primary area of interest", interestSelect)
+interestSelect = Select("interest", [optStrategy, optDesign, optGrowth, optTech], "Select your role")
+optStrategy = SelectItem("strategy", "Product Strategy & Management")
+optDesign = SelectItem("design", "UX / UI Design")
+optGrowth = SelectItem("growth", "Growth & Analytics")
+optTech = SelectItem("tech", "Engineering & Architecture")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Subscribe for free", null, "primary")
+privacyNote = TextContent("No spam ever. Unsubscribe with a single click at any time.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..d7695cf96
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-newsletter__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, desc, signupForm, calloutNote])
+header = CardHeader("The Weekly Product Digest", "Stay ahead in product management & tech")
+desc = TextContent("Every Tuesday, get a 5-minute curated breakdown of top product frameworks, emerging UX trends, and real-world teardowns delivered straight to your inbox.", "large")
+signupForm = Form("newsletter-signup", formActions, [emailControl, frequencyControl])
+emailControl = FormControl("Work Email", emailInput, "We respect your privacy. Unsubscribe at any time.")
+emailInput = Input("email", "alex@company.com", "email")
+frequencyControl = FormControl("Content Preference", prefSelect)
+prefSelect = Select("preference", [prefAll, prefTeardowns, prefFrameworks], "Select your primary interest")
+prefAll = SelectItem("all", "Full Digest (Trends, Teardowns & Frameworks)")
+prefTeardowns = SelectItem("teardowns", "Product Teardowns & Case Studies")
+prefFrameworks = SelectItem("frameworks", "Frameworks & Leadership Guides")
+formActions = Buttons([submitButton])
+submitButton = Button("Subscribe for Free", null, "primary", "normal", "large")
+calloutNote = Callout("success", "Join 25,000+ Product Leaders", "Subscribers include PMs, designers, and founders from top tech teams worldwide.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r1.txt
new file mode 100644
index 000000000..f46aa2f8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, statusBanner, deliveryDetails, progressTracker, problemSection])
+
+header = CardHeader("Package Tracking", "Tracking Number: #TRK-8942-0199")
+
+statusBanner = Alert("Out for Delivery", "Your driver is nearby and expected to arrive today.", "info")
+
+deliveryDetails = Table([colMetric, colDetail])
+colMetric = Col("Detail", ["Estimated Arrival", "Current Location", "Carrier", "Shipping Service"])
+colDetail = Col("Information", ["Today, Oct 24 (By 4:00 PM)", "Oakland, CA (0.8 miles away)", "SwiftParcel Express", "Priority Ground"])
+
+progressTracker = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Processed", "Oct 22, 9:15 AM — Warehouse Facility, Sparks, NV")
+step2 = StepsItem("In Transit", "Oct 23, 2:30 PM — Regional Sorting Hub, Sacramento, CA")
+step3 = StepsItem("Out for Delivery", "Oct 24, 8:05 AM — Local Depot, Oakland, CA")
+step4 = StepsItem("Delivered", "Pending arrival")
+
+problemSection = SectionBlock([problemItem], true)
+problemItem = SectionItem("report-issue", "Report a Problem with this Delivery", [issueForm])
+
+issueForm = Form("report_issue_form", formButtons, [issueTypeField, issueNotesField])
+
+issueTypeField = FormControl("Issue Category", issueSelect)
+issueSelect = Select("issue_category", [opt1, opt2, opt3, opt4], "Select a reason...")
+opt1 = SelectItem("late", "Package is delayed")
+opt2 = SelectItem("wrong_address", "Incorrect delivery address")
+opt3 = SelectItem("instructions", "Special delivery instructions")
+opt4 = SelectItem("other", "Other shipment inquiry")
+
+issueNotesField = FormControl("Additional Details", issueNotesInput, "Provide any helpful details for customer support.")
+issueNotesInput = TextArea("issue_notes", "Describe your issue here...", 3)
+
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r2.txt
new file mode 100644
index 000000000..8a4f5352c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r2.txt
@@ -0,0 +1,27 @@
+root = Card([header, statusBanner, deliveryProgress, packageDetails, problemSection])
+header = CardHeader("Package Tracking", "Tracking Number: #TRK-89402195")
+statusBanner = Callout("info", "Out for Delivery", "Your package is on the way and scheduled to arrive today.")
+deliveryProgress = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Placed", "Confirmed on Oct 22, 09:30 AM")
+step2 = StepsItem("Shipped", "Departed Distribution Center on Oct 23, 02:15 PM")
+step3 = StepsItem("Out for Delivery", "With local courier - Driver is 4 stops away (Current Location)")
+step4 = StepsItem("Delivered", "Estimated Today by 4:30 PM")
+packageDetails = SectionBlock([detailsSection], true)
+detailsSection = SectionItem("details", "Package & Shipping Details", detailsList)
+detailsList = ListBlock([item1, item2, item3])
+item1 = ListItem("Estimated Delivery", "Today, October 24 by 4:30 PM")
+item2 = ListItem("Shipping Address", "742 Evergreen Terrace, Springfield, OR 97477")
+item3 = ListItem("Carrier", "SwiftExpress - Standard Ground")
+problemSection = DialogBlock("Report a Problem", "Report Delivery Issue", "Please select the issue you are experiencing with this delivery.", problemForm, "outline")
+problemForm = Form("report-issue", formButtons, [issueTypeField, commentField])
+issueTypeField = FormControl("Issue Category", issueSelect)
+issueSelect = Select("issue_type", [opt1, opt2, opt3, opt4], "Select an issue")
+opt1 = SelectItem("late", "Package is delayed")
+opt2 = SelectItem("address", "Incorrect delivery address")
+opt3 = SelectItem("instructions", "Special delivery instructions")
+opt4 = SelectItem("other", "Other problem")
+commentField = FormControl("Additional Details", commentInput, "Provide any extra context for the support team")
+commentInput = TextArea("details", "Type your description here...", 3)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit Report", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r3.txt
new file mode 100644
index 000000000..613b3316e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, currentStatusCallout, stepsBlock, sep1, issueHeading, problemForm, sep2, quickActions])
+
+header = CardHeader("Package Tracking #TRK-98241072", "Standard Express Delivery")
+
+currentStatusCallout = Callout("info", "In Transit - Out for Delivery", "Estimated Delivery: Today, Oct 24 by 4:30 PM")
+
+stepsBlock = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Processed", "Oct 22, 09:15 AM - Fulfillment Center")
+step2 = StepsItem("Shipped", "Oct 22, 02:30 PM - In transit to regional hub")
+step3 = StepsItem("Out for Delivery", "Oct 24, 08:10 AM - Local Courier Vehicle #412")
+step4 = StepsItem("Delivered", "Pending arrival")
+
+sep1 = Separator("horizontal")
+
+issueHeading = Heading("Report a Delivery Problem", "h3")
+
+problemForm = Form("report_issue_form", formButtons, [issueTypeControl, descriptionControl])
+
+issueTypeControl = FormControl("Issue Category", issueTypeSelect, "Select the issue you are experiencing")
+issueTypeSelect = Select("issue_type", [opt1, opt2, opt3, opt4], "Choose an option...")
+opt1 = SelectItem("late", "Package is delayed / past estimated time")
+opt2 = SelectItem("tracking", "Tracking information is not updating")
+opt3 = SelectItem("instructions", "Driver could not access property / delivery notes")
+opt4 = SelectItem("other", "Other delivery issue")
+
+descriptionControl = FormControl("Details", descriptionInput, "Provide any extra details or gate codes")
+descriptionInput = TextArea("issue_details", "Describe the situation here...", 3)
+
+formButtons = Buttons([submitIssueBtn], "row")
+submitIssueBtn = Button("Submit Issue Report", null, "primary")
+
+sep2 = Separator("horizontal")
+
+quickActions = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Contact driver directly")
+fu2 = FollowUpItem("Change delivery instructions")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r4.txt
new file mode 100644
index 000000000..ec7ef5da1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-order__r4.txt
@@ -0,0 +1,33 @@
+root = Card([header, currentStatusCallout, stepsBlock, sep1, issueCard], "card", "column", "l")
+
+header = CardHeader("Package Tracking", "Tracking #: TRK-982401129-US")
+
+currentStatusCallout = Callout("info", "In Transit - On Schedule", "Your package is currently at the local distribution center and will be out for delivery soon.")
+
+stepsBlock = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Placed", "Dec 12, 10:30 AM • Confirmed")
+step2 = StepsItem("Shipped", "Dec 13, 02:15 PM • Origin Facility, Chicago IL")
+step3 = StepsItem("In Transit (Current Location)", "Dec 14, 06:45 AM • Regional Hub, Austin TX")
+step4 = StepsItem("Estimated Delivery", "Friday, Dec 15 by 7:00 PM • Residential Delivery")
+
+sep1 = Separator("horizontal")
+
+issueCard = Card([issueHeader, reportDrawer], "sunk", "column", "m")
+issueHeader = CardHeader("Need Help With This Shipment?", "If your package is delayed, damaged, or missing, let us know.")
+
+reportDrawer = DrawerBlock("Report a Problem", "Report Delivery Issue", "Submit details regarding your shipment issue and our support team will investigate immediately.", [issueForm])
+
+issueForm = Form("report-issue-form", formButtons, [issueTypeField, descriptionField])
+
+issueTypeField = FormControl("Issue Type", issueTypeSelect)
+issueTypeSelect = Select("issue_type", [opt1, opt2, opt3, opt4], "Select the problem you are experiencing")
+opt1 = SelectItem("delayed", "Package is delayed / No tracking updates")
+opt2 = SelectItem("damaged", "Item or packaging arrived damaged")
+opt3 = SelectItem("missing", "Marked as delivered but not received")
+opt4 = SelectItem("other", "Other delivery issue")
+
+descriptionField = FormControl("Additional Details", descriptionInput, "Please provide any relevant details (e.g., safe drop location, damage description).")
+descriptionInput = TextArea("issue_details", "Describe the problem in detail...", 4)
+
+formButtons = Buttons([submitIssueBtn])
+submitIssueBtn = Button("Submit Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..af854c0e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, pollForm])
+header = CardHeader("Friday Team Lunch", "Cast your vote for this week's spot!")
+pollForm = Form("lunch_poll", formActions, [questionField])
+questionField = FormControl("Where should we go for lunch on Friday?", optionsGroup, "Select one option to cast your vote")
+optionsGroup = RadioGroup("restaurant_choice", [opt1, opt2, opt3])
+opt1 = RadioItem("Tacos & Co.", "Mexican • 5 min walk • Fresh street tacos and guac", "tacos")
+opt2 = RadioItem("Burger Joint", "American • 10 min walk • Gourmet burgers and shakes", "burgers")
+opt3 = RadioItem("Sushi Hanami", "Japanese • 8 min walk • Bento boxes and fresh rolls", "sushi")
+formActions = Buttons([submitBtn])
+submitBtn = Button("Submit Vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..b0c141ed6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r2.txt
@@ -0,0 +1,27 @@
+root = Card([header, pollForm, followUp])
+header = CardHeader("Friday Team Lunch Poll", "Cast your vote for this week's group lunch location")
+pollForm = Form("lunch_poll", formButtons, [restaurantField, dietaryField, notesField])
+
+restaurantField = FormControl("Where should we go for lunch on Friday?", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [opt1, opt2, opt3], "tacos")
+
+opt1 = RadioItem("Taqueria El Sol", "Authentic street tacos, burritos, and fresh salsa bar. 5 min walk.", "tacos")
+opt2 = RadioItem("Green Leaf Cafe", "Gourmet salads, grain bowls, and artisan sandwiches. 8 min walk.", "salads")
+opt3 = RadioItem("Tokyo Ramen House", "Rich tonkotsu broth, handmade noodles, and bento boxes. 10 min walk.", "ramen")
+
+dietaryField = FormControl("Dietary restrictions (optional)", dietaryCheckboxes)
+dietaryCheckboxes = CheckBoxGroup("dietary", [diet1, diet2, diet3])
+diet1 = CheckBoxItem("Vegetarian / Vegan", "Need plant-based main options", "veg")
+diet2 = CheckBoxItem("Gluten-Free", "Need GF menu alternatives", "gf")
+diet3 = CheckBoxItem("Nut Allergy", "Severe tree nut / peanut allergy", "nuts")
+
+notesField = FormControl("Additional notes or carpool requests", notesInput)
+notesInput = TextArea("notes", "e.g., I need to be back by 1:30 PM for a meeting...", 2)
+
+formButtons = Buttons([submitBtn, resultsBtn])
+submitBtn = Button("Submit Vote", null, "primary")
+resultsBtn = Button("View Live Results", null, "secondary")
+
+followUp = FollowUpBlock([suggest1, suggest2])
+suggest1 = FollowUpItem("When does voting close?")
+suggest2 = FollowUpItem("Suggest a different restaurant")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..8f4cad369
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, pollForm, followUp], "card", "column", "m")
+header = CardHeader("Friday Team Lunch Poll", "Cast your vote for this week's group outing")
+pollForm = Form("lunch_vote", formActions, [restaurantField, dietaryField, notesField])
+restaurantField = FormControl("Where should we go for lunch on Friday?", restaurantOptions, "Select one option")
+restaurantOptions = RadioGroup("restaurant", [opt1, opt2, opt3], "tacos")
+opt1 = RadioItem("Taqueria El Sol", "Authentic street tacos, fast casual, outdoor seating", "tacos")
+opt2 = RadioItem("Green Leaf Bistro", "Fresh salads, warm grain bowls, extensive vegan/GF options", "bistro")
+opt3 = RadioItem("Tokyo Ramen Bar", "Hand-pulled noodles, rich broths, quick service", "ramen")
+dietaryField = FormControl("Dietary Restrictions", dietaryCheckboxes)
+dietaryCheckboxes = CheckBoxGroup("dietary", [diet1, diet2, diet3])
+diet1 = CheckBoxItem("Vegetarian / Vegan", "Need plant-based main options", "vegetarian")
+diet2 = CheckBoxItem("Gluten-Free", "Need GF certified items", "gluten_free")
+diet3 = CheckBoxItem("Nut Allergy", "Requires severe nut allergen protocol", "nut_allergy")
+notesField = FormControl("Additional Suggestions or Carpool Notes", notesInput)
+notesInput = TextArea("notes", "Let us know if you need a ride or have timing constraints...", 3)
+formActions = Buttons([submitBtn, resultsBtn])
+submitBtn = Button("Submit Vote", null, "primary")
+resultsBtn = Button("View Current Results", null, "secondary")
+followUp = FollowUpBlock([suggestItem, remindItem])
+suggestItem = FollowUpItem("Suggest a new restaurant for next week")
+remindItem = FollowUpItem("Send a reminder to the team on Slack")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..0284a2494
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-poll__r4.txt
@@ -0,0 +1,13 @@
+root = Card([header, pollForm, followUp])
+header = CardHeader("Team Lunch Poll", "Friday Lunch Outing")
+pollForm = Form("lunch_poll_form", formButtons, [pollField])
+pollField = FormControl("Where should we go for lunch on Friday?", optionsGroup, "Select one option to cast your vote")
+optionsGroup = RadioGroup("lunch_option", [option1, option2, option3], "tacos")
+option1 = RadioItem("Taqueria Del Sol", "Authentic street tacos & fresh margaritas • 5 min walk", "tacos")
+option2 = RadioItem("Ramen House", "Hot noodle bowls & bento specials • 10 min walk", "ramen")
+option3 = RadioItem("Green Garden Cafe", "Artisanal salads, warm grain bowls & sandwiches • 8 min walk", "salad")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit Vote", null, "primary")
+followUp = FollowUpBlock([suggestion1, suggestion2])
+suggestion1 = FollowUpItem("Show current poll results")
+suggestion2 = FollowUpItem("Add a dietary restriction note")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..e0fdeb5fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r1.txt
@@ -0,0 +1,13 @@
+root = Card([header, sep1, bioSection, sep2, formHeading, msgForm], "card", "column", "l")
+header = CardHeader("Sarah Jenkins", "Lead Product Designer • Design Systems")
+sep1 = Separator("horizontal")
+bioSection = TextContent("Sarah has been with the company for over 4 years, leading the evolution of our design system and accessibility initiatives. Prior to joining, she designed developer tools and collaborative workspace products. Outside of work, she enjoys typography, hiking, and ceramics.")
+sep2 = Separator("horizontal")
+formHeading = Heading("Send a Message", "h3")
+msgForm = Form("send_message", formButtons, [subjectField, bodyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g. Design review feedback")
+bodyField = FormControl("Message", bodyText)
+bodyText = TextArea("message", "Write your message here...", 4)
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send Message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..825780fbd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r2.txt
@@ -0,0 +1,18 @@
+root = Card([profileHeader, bioSection, separator, messageForm])
+profileHeader = Card([avatar, profileText], "clear", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/person/200/200", "Alex Morgan", "AM")
+profileText = Card([nameHeading, roleBadge], "clear", "column", "xs")
+nameHeading = Heading("Alex Morgan", "h2")
+roleBadge = Badge("Senior Product Designer • UX Team", "secondary")
+bioSection = Card([bioTitle, bioText], "clear", "column", "xs")
+bioTitle = Heading("About", "h4")
+bioText = TextContent("Passionate about building intuitive design systems and accessible user interfaces. Currently leading the product design efforts for our core design infrastructure. Previously at Acme Corp and DesignCo. Lover of typography, mechanical keyboards, and specialty coffee.")
+separator = Separator("horizontal")
+messageForm = Form("message-alex", formActions, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Design System Sync")
+messageField = FormControl("Message", messageTextArea)
+messageTextArea = TextArea("message", "Write your message here...", 4)
+formActions = Buttons([sendBtn, draftBtn])
+sendBtn = Button("Send Message", null, "primary")
+draftBtn = Button("Save Draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..f26ac7338
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r3.txt
@@ -0,0 +1,27 @@
+root = Card([profileHeader, bioSection, separator, messageSection])
+
+profileHeader = Card([avatar, profileText], "clear", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/person123/200/200", "Elena Rostova", "ER")
+profileText = Card([nameHeading, roleBadge], "clear", "column", "xs")
+nameHeading = Heading("Elena Rostova", "h2")
+roleBadge = Badge("Principal Product Designer", "secondary")
+
+bioSection = Card([bioTitle, bioContent], "clear", "column", "xs")
+bioTitle = Heading("About", "h4")
+bioContent = TextContent("Elena leads design systems and user research for core products. With over 8 years at the company, she focuses on creating intuitive interfaces and mentoring junior designers. Based in the San Francisco office.")
+
+separator = Separator("horizontal")
+
+messageSection = Card([messageTitle, messageForm], "clear", "column", "s")
+messageTitle = Heading("Send a Message", "h3")
+
+messageForm = Form("send-message", formButtons, [subjectField, bodyField])
+
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Quick question about Design System")
+
+bodyField = FormControl("Message", bodyTextarea)
+bodyTextarea = TextArea("message", "Write your message here...", 4)
+
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send Message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..3b65a3685
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-profile__r4.txt
@@ -0,0 +1,27 @@
+root = Card([profileHeader, bioSection, separator, messageSection])
+
+profileHeader = Card([avatar, headerText], "clear", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/person1/200/200", "Alex Morgan", "AM")
+headerText = Card([nameHeading, roleBadge], "clear", "column", "xs")
+nameHeading = Heading("Alex Morgan", "h2")
+roleBadge = Badge("Senior Staff Product Designer", "secondary")
+
+bioSection = Card([bioTitle, bioContent], "clear", "column", "xs")
+bioTitle = Heading("About", "h4")
+bioContent = TextContent("Alex has over 8 years of experience leading product design systems and cross-functional user research initiatives. Passionate about accessible UI, design operations, and mentoring junior designers across the organization.")
+
+separator = Separator("horizontal")
+
+messageSection = Card([messageTitle, messageForm], "clear", "column", "m")
+messageTitle = Heading("Send a Message", "h3")
+messageForm = Form("send_message", formButtons, [subjectField, bodyField])
+
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Quick question about Design System v2")
+
+bodyField = FormControl("Message", bodyTextarea, "Directly notifies Alex via Slack and Email")
+bodyTextarea = TextArea("message_body", "Write your message here...", 4)
+
+formButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Send Message", null, "primary")
+clearBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..da22164cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r1.txt
@@ -0,0 +1,28 @@
+root = Card([header, kpiGrid, trendSection, detailTabs], "card", "column", "l")
+header = CardHeader("Morning Business Update", "Today vs. Yesterday (As of 10:30 AM)")
+kpiGrid = Card([revCard, compCard], "clear", "row", "m")
+revCard = Card([revHeader, revValue, revBadge], "sunk", "column", "xs")
+revHeader = TextContent("Revenue Today", "small-heavy")
+revValue = Heading("$1,245.50", "h1")
+revBadge = Badge("On Track", "default")
+compCard = Card([compHeader, compValue, compCallout], "sunk", "column", "xs")
+compHeader = TextContent("vs. Yesterday (10:30 AM)", "small-heavy")
+compValue = Heading("+$182.00 (+17.1%)", "h2")
+compCallout = Tag("Higher Pace", "trending-up", "sm", "success")
+trendSection = Card([chartTitle, revChart], "clear", "column", "s")
+chartTitle = Heading("Hourly Cumulative Revenue Comparison", "h3")
+revChart = LineChart(["6 AM", "7 AM", "8 AM", "9 AM", "10 AM (Mid-Morning)", "11 AM (Est)", "12 PM (Est)"], [todaySeries, yestSeries], "natural", "Time of Day", "Revenue ($)")
+todaySeries = Series("Today", [45, 120, 410, 850, 1245])
+yestSeries = Series("Yesterday", [30, 95, 320, 710, 1063.5, 1420, 1850])
+detailTabs = Tabs([breakdownTab, itemsTab])
+breakdownTab = TabItem("hourly", "Hourly Breakdown", [hourlyTable])
+hourlyTable = Table([colTime, colToday, colYest, colDiff])
+colTime = Col("Time Window", ["6:00 - 7:00 AM", "7:00 - 8:00 AM", "8:00 - 9:00 AM", "9:00 - 10:00 AM", "10:00 - 10:30 AM"])
+colToday = Col("Today ($)", [45.00, 75.00, 290.00, 440.00, 395.50])
+colYest = Col("Yesterday ($)", [30.00, 65.00, 225.00, 390.00, 353.50])
+colDiff = Col("Difference", ["+$15.00", "+$10.00", "+$65.00", "+$50.00", "+$42.00"])
+itemsTab = TabItem("top_sellers", "Top Sellers Today", [itemsList])
+itemsList = ListBlock([item1, item2, item3])
+item1 = ListItem("Iced Caramel Latte", "32 sold • $192.00 total")
+item2 = ListItem("Avocado Toast Special", "18 sold • $234.00 total")
+item3 = ListItem("Cold Brew Coffee", "25 sold • $125.00 total")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..19eeed656
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r2.txt
@@ -0,0 +1,25 @@
+root = Card([header, kpiGrid, trendSection, detailedTable, followUp])
+header = CardHeader("Morning Sales Summary", "Today vs. Yesterday at 10:30 AM")
+kpiGrid = Card([todayKpi, compareKpi], "clear", "row", "m")
+todayKpi = Card([todayLabel, todayValue, statusBadge], "sunk", "column", "xs")
+todayLabel = TextContent("Revenue So Far Today", "small")
+todayValue = TextContent("$1,480.50", "large-heavy")
+statusBadge = Badge("+18.4% vs yesterday", "default")
+compareKpi = Card([compareLabel, compareValue, compareSub], "sunk", "column", "xs")
+compareLabel = TextContent("Same Time Yesterday", "small")
+compareValue = TextContent("$1,250.00", "large-heavy")
+compareSub = TextContent("Final Day Total: $3,420.00", "small")
+trendSection = Card([chartHeader, chart], "card", "column", "s")
+chartHeader = Heading("Hourly Revenue Pace", "h4")
+chart = LineChart(["7 AM", "8 AM", "9 AM", "10 AM", "11 AM (Est)"], [todaySeries, yesterdaySeries], "natural", "Time", "USD ($)")
+todaySeries = Series("Today", [120, 350, 780, 1480, null])
+yesterdaySeries = Series("Yesterday", [90, 280, 620, 1250, 1850])
+detailedTable = Table([timeCol, todayCol, yestCol, diffCol])
+timeCol = Col("Hour Segment", ["7:00 - 8:00 AM", "8:00 - 9:00 AM", "9:00 - 10:00 AM", "10:00 - 10:30 AM"])
+todayCol = Col("Today", ["$120.00", "$230.00", "$430.00", "$700.50"])
+yestCol = Col("Yesterday", ["$90.00", "$190.00", "$340.00", "$630.00"])
+diffCol = Col("Change", ["+$30.00", "+$40.00", "+$90.00", "+$70.50"])
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show top selling items today")
+f2 = FollowUpItem("Compare store traffic count")
+f3 = FollowUpItem("View inventory alerts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..c94bf253d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, kpis, callout, comparisonChart, followUp])
+header = CardHeader("Morning Business Check-in", "Live status as of 10:30 AM")
+kpis = Table([metricCol, todayCol, yestCol, changeCol])
+metricCol = Col("Metric", ["Revenue", "Orders", "Avg. Order Value", "Foot Traffic"])
+todayCol = Col("Today (So Far)", ["$1,245.50", "34", "$36.63", "82"])
+yestCol = Col("Yesterday (10:30 AM)", ["$1,020.00", "28", "$36.42", "71"])
+changeCol = Col("Pacing", ["+22.1%", "+21.4%", "+0.6%", "+15.5%"])
+callout = Callout("success", "Strong Morning Revenue", "Revenue is currently up $225.50 (+22.1%) compared to the same time yesterday, driven by an uptick in order volume.")
+comparisonChart = BarChart(["8:00 AM", "9:00 AM", "10:00 AM", "10:30 AM"], [todaySeries, yestSeries], "grouped", "Time of Day", "Revenue ($)")
+todaySeries = Series("Today", [180, 420, 390, 255.50])
+yestSeries = Series("Yesterday", [150, 340, 310, 220])
+followUp = FollowUpBlock([suggestInventory, suggestStaffing, suggestHourly])
+suggestInventory = FollowUpItem("Check top selling items today")
+suggestStaffing = FollowUpItem("View afternoon shift schedule")
+suggestHourly = FollowUpItem("Compare full yesterday breakdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..9e6d45c89
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-revenue__r4.txt
@@ -0,0 +1,15 @@
+root = Card([header, mainCallout, metricRow, compChart, followUps], "card", "column", "m")
+header = CardHeader("Mid-Morning Check-in", "Live status for Today, Oct 24 • As of 10:30 AM")
+mainCallout = TextCallout("success", "Pacing Ahead of Yesterday", "Today's revenue is currently 18.2% higher than yesterday at the same time, driven by strong early morning coffee and pastry sales.")
+metricRow = Table([metricCol, todayCol, yestCol, diffCol])
+metricCol = Col("Metric", ["Revenue (So Far)", "Orders Completed", "Average Ticket", "Top Category"])
+todayCol = Col("Today (by 10:30 AM)", ["$1,485.50", "84", "$17.68", "Espresso Bar"])
+yestCol = Col("Yesterday (by 10:30 AM)", ["$1,256.00", "76", "$16.52", "Espresso Bar"])
+diffCol = Col("Change", ["+$229.50 (+18.2%)", "+8 (+10.5%)", "+$1.16 (+7.0%)", "Same"])
+compChart = BarChart(["7:00 AM", "8:00 AM", "9:00 AM", "10:00 AM"], [todaySeries, yestSeries], "grouped", "Time of Day", "Revenue ($)")
+todaySeries = Series("Today", [120, 380, 540, 445.50])
+yestSeries = Series("Yesterday", [95, 310, 460, 391])
+followUps = FollowUpBlock([item1, item2, item3])
+item1 = FollowUpItem("View hourly item breakdown")
+item2 = FollowUpItem("Check current inventory status")
+item3 = FollowUpItem("Compare with last week's average")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r1.txt
new file mode 100644
index 000000000..57692e446
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r1.txt
@@ -0,0 +1,9 @@
+root = Card([taskHeader, statusBadge, deadlineCallout, detailsBlock, actionButtons], "card", "column", "l")
+taskHeader = CardHeader("Finalize Q3 Financial Audit Report", "High priority item requiring immediate attention")
+statusBadge = Badge("In Progress", "default")
+deadlineCallout = Callout("warning", "Deadline Approaching", "Due today at 5:00 PM (in 2 hours)")
+detailsBlock = TextContent("Review final balance sheets, verify expense categorizations with the accounting team, and attach the signed compliance summary before submitting to executive leadership.")
+actionButtons = Buttons([doneBtn, snoozeBtn, delegateBtn], "row")
+doneBtn = Button("Mark as Done", null, "primary")
+snoozeBtn = Button("Snooze (1h)", null, "secondary")
+delegateBtn = Button("Delegate", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r2.txt
new file mode 100644
index 000000000..4a5557266
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r2.txt
@@ -0,0 +1,29 @@
+root = Card([header, mainFocusCard, quickActions], "card", "column", "m")
+
+header = CardHeader("Personal Focus View", "Stay locked in on your single top priority")
+
+mainFocusCard = Card([taskHeader, sep1, taskDetails, sep2, progressSection], "sunk", "column", "m")
+
+taskHeader = Card([taskBadge, mainTitle], "clear", "row", "s", "center")
+taskBadge = Badge("Priority #1", "destructive")
+mainTitle = Heading("Finalize Q3 Financial Audit", "h3")
+
+sep1 = Separator("horizontal")
+
+taskDetails = Table([fieldCol, valueCol])
+fieldCol = Col("Property", ["Deadline", "Status", "Project", "Estimated Time"])
+valueCol = Col("Details", ["Today at 5:00 PM", "In Progress", "Q3 Finance Review", "45 mins remaining"])
+
+sep2 = Separator("horizontal")
+
+progressSection = Card([progressLabel, taskProgress], "clear", "column", "xs")
+progressLabel = TextContent("Subtasks completed: 3 of 4", "small-heavy")
+taskProgress = Progress(75, "75% completed")
+
+quickActions = Form("complete-task-form", actionButtons, [notesField])
+notesField = FormControl("Completion Notes", notesInput, "Optional notes before closing this task")
+notesInput = TextArea("notes", "Add any relevant link or summary before marking as done...", 2)
+
+actionButtons = Buttons([markDoneBtn, deferBtn], "row")
+markDoneBtn = Button("Mark as Done", null, "primary")
+deferBtn = Button("Snooze / Defer", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r3.txt
new file mode 100644
index 000000000..8074ddedf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r3.txt
@@ -0,0 +1,13 @@
+root = Card([header, taskCard, followUp], "card", "column", "m")
+header = CardHeader("Personal Focus", "Your top priority task for today")
+taskCard = Card([taskInfo, statusBadge, callout, taskDetails, actionButtons], "sunk", "column", "m")
+taskInfo = CardHeader("Q3 Strategic Roadmap Review", "Deadline: Today, 5:00 PM")
+statusBadge = Badge("In Progress", "default")
+callout = Callout("info", "High Priority", "This task is blocking the product team sync tomorrow morning.")
+taskDetails = TextContent("Review and finalize the key objectives, milestone timelines, and resource allocation sections for the upcoming Q3 product cycle. Ensure input from engineering and design leads is integrated.")
+actionButtons = Buttons([doneBtn, deferBtn])
+doneBtn = Button("Mark as Done", null, "primary")
+deferBtn = Button("Snooze to Tomorrow", null, "secondary")
+followUp = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show next priority task")
+fu2 = FollowUpItem("View all upcoming deadlines")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r4.txt
new file mode 100644
index 000000000..ae9588459
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-task__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, taskCard, formSection, followUp], "card", "column", "m")
+
+header = CardHeader("Personal Focus View", "Stay locked in on your single top priority")
+
+taskCard = Card([taskContent, taskMeta], "sunk", "column", "s")
+
+taskContent = CardHeader("Q3 Financial Audit & Compliance Report", "High priority task requiring immediate attention before EOD")
+
+taskMeta = Card([statusBadge, deadlineTag], "clear", "row", "m", "center")
+
+statusBadge = Badge("In Progress", "default")
+deadlineTag = Tag("Due Today, 5:00 PM", "clock", "md", "warning")
+
+formSection = Form("complete-task-form", actionButtons, [notesControl, confirmControl])
+
+notesControl = FormControl("Completion Notes", notesInput, "Optional: Add any final links or handoff notes")
+notesInput = TextArea("notes", "Completed final review of balance sheet and attached compliance sign-off document.", 3)
+
+confirmControl = FormControl("Sign-off Confirmation", confirmCheck)
+confirmCheck = CheckBoxGroup("confirmation", [confirmItem])
+confirmItem = CheckBoxItem("I confirm all compliance checks are verified", "Required before marking this task as complete", "verified", true)
+
+actionButtons = Buttons([doneBtn, snoozeBtn], "row")
+doneBtn = Button("Mark Task Done", null, "primary")
+snoozeBtn = Button("Snooze 1 Hour", null, "secondary")
+
+followUp = FollowUpBlock([nextTaskItem, summarizeItem])
+nextTaskItem = FollowUpItem("What is my next most urgent task?")
+summarizeItem = FollowUpItem("Summarize today's completed focus tasks")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..2d212c610
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r1.txt
@@ -0,0 +1,17 @@
+root = Card([header, currentStatus, metricsGrid, recentIncident, followUp])
+
+header = CardHeader("Platform Status", "Real-time service health & operational metrics")
+
+currentStatus = Callout("success", "All Systems Operational", "API, Core Ingestion, and Webhooks are performing within normal latency parameters.")
+
+metricsGrid = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Service / Metric", ["API Uptime (MTD)", "API Latency (p99)", "Webhook Delivery", "Core Ingestion Engine"])
+valueCol = Col("Current Value", ["99.94%", "142 ms", "99.98%", "100%"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Healthy", "Healthy"])
+
+recentIncident = Callout("info", "Recent Incident: Database Connection Pool Exhaustion", "Resolved on Oct 24, 2023 - 14:22 UTC. Increased max connections and tuned retry logic to prevent recurrence. Total downtime: 8 minutes.")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("View incident post-mortem report")
+f2 = FollowUpItem("Check historical API uptime for Q3")
+f3 = FollowUpItem("Subscribe to platform status alerts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..be1270b41
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r2.txt
@@ -0,0 +1,33 @@
+root = Card([header, uptimeKpi, incidentCallout, metricsGrid, followUp], "card", "column", "m")
+
+header = CardHeader("Platform Operations Status", "Core Services & API Infrastructure — Current Status")
+
+uptimeKpi = Card([uptimeHeader, uptimeProgress, uptimeDetails], "sunk", "column", "s")
+uptimeHeader = CardHeader("API Availability (This Month)", "99.94% overall uptime — SLA Target: 99.90%")
+uptimeProgress = Progress(99.94, "Monthly Target: 99.90%")
+uptimeDetails = Table([metricCol, valueCol, statusCol])
+
+metricCol = Col("Component", ["Core REST API", "GraphQL Gateway", "Webhooks Ingestion", "Authentication (OAuth2)"])
+valueCol = Col("Availability", ["99.98%", "99.91%", "99.89%", "99.99%"])
+statusCol = Col("Status", ["Operational", "Operational", "Operational", "Operational"])
+
+incidentCallout = Callout("info", "Recent Incident Resolved: Increased API Latency & 504 Timeouts", "Resolved on Oct 24, 2023 at 14:32 UTC (Duration: 28 mins). Root cause was an isolated connection pool exhaustion in the secondary database cluster following an automated schema migration. Mitigated by scaling pool limits and rolling back the migration. All endpoints are fully operational.")
+
+metricsGrid = SectionBlock([serviceHealthSection, incidentHistorySection])
+
+serviceHealthSection = SectionItem("services", "Service Health Breakdown", [serviceTable])
+serviceTable = Table([svcCol, latencyCol, errRateCol, stateCol])
+svcCol = Col("Service", ["API Gateway", "User Database", "Event Stream", "Cache Cluster"])
+latencyCol = Col("p99 Latency", ["42 ms", "12 ms", "18 ms", "2 ms"])
+errRateCol = Col("Error Rate", ["0.01%", "0.00%", "0.03%", "0.00%"])
+stateCol = Col("Health", ["Healthy", "Healthy", "Healthy", "Healthy"])
+
+incidentHistorySection = SectionItem("history", "Past 30 Days Incident Log", [historyList])
+historyList = ListBlock([inc1, inc2])
+inc1 = ListItem("API Gateway Latency Spike", "Oct 24, 2023 — 14:04 to 14:32 UTC (Resolved) — Impact: 2.1% of requests delayed", null, "Details")
+inc2 = ListItem("Webhook Delivery Delays", "Oct 11, 2023 — 08:15 to 08:40 UTC (Resolved) — Impact: Backlog cleared automatically", null, "Details")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("View real-time response times")
+f2 = FollowUpItem("Subscribe to incident notifications")
+f3 = FollowUpItem("Download SLA compliance report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..d0335992c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r3.txt
@@ -0,0 +1,23 @@
+root = Card([header, mainCallout, kpiGrid, chartHeader, uptimeChart, incidentHeader, incidentAccordion, followUp])
+header = CardHeader("Platform Status & Health", "Real-time service operational status and metrics")
+mainCallout = TextCallout("success", "All Systems Operational", "The API, Dashboard, and Infrastructure services are functioning normally.")
+kpiGrid = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Service", ["API Uptime (MTD)", "Average Latency", "Error Rate (24h)", "Active Incidents"])
+valueCol = Col("Value", ["99.94%", "42 ms", "0.002%", "0"])
+statusCol = Col("Status", ["Operational", "Optimal", "Normal", "None"])
+chartHeader = Heading("30-Day API Availability", "h3")
+uptimeChart = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [uptimeSeries], "natural", "Day of Month", "Uptime %")
+uptimeSeries = Series("API Availability", [99.98, 99.99, 99.91, 100.0, 99.85, 99.96, 99.94])
+incidentHeader = Heading("Recent Incident Log", "h3")
+incidentAccordion = Accordion([inc1, inc2])
+inc1 = AccordionItem("inc-001", "RESOLVED: API Rate Limiter Degraded Performance (Oct 24, 14:32 UTC)", [inc1Text, inc1Details])
+inc1Text = TextContent("The primary Redis cache cluster experienced elevated memory usage leading to throttled API requests. The cluster was scaled up and latency returned to baseline.", "default")
+inc1Details = Table([inc1KeyCol, inc1ValCol])
+inc1KeyCol = Col("Property", ["Impacted Service", "Duration", "Started", "Resolved", "Root Cause"])
+inc1ValCol = Col("Value", ["Core API", "18 minutes", "Oct 24, 14:14 UTC", "Oct 24, 14:32 UTC", "Redis Cache OOM"])
+inc2 = AccordionItem("inc-002", "RESOLVED: Auth Webhook Delivery Delays (Oct 18, 09:15 UTC)", [inc2Text])
+inc2Text = TextContent("Upstream queue worker lag caused a 5-minute delay in webhook delivery. Resolved by auto-scaling worker nodes.", "default")
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("View detailed API latency breakdown")
+fu2 = FollowUpItem("Subscribe to incident notifications")
+fu3 = FollowUpItem("View historical uptime reports")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..bf01ab1b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-uptime__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, uptimeKpi, incidentCallout, systemStatusTable, uptimeTrend, followUps], "card", "column", "l")
+
+header = CardHeader("Platform Operations & API Status", "Real-time metrics and service health overview")
+
+uptimeKpi = Callout("success", "API Uptime This Month: 99.94%", "Target SLA: 99.90% | Total downtime: 26 mins | High Availability Zone active")
+
+incidentCallout = TextCallout("warning", "Recent Incident: High Latency on API Gateway (Resolved)", "Resolved on Oct 24, 14:22 UTC (Duration: 18 mins). Root cause was a memory leak in the rate-limiting proxy after deployment v2.14.3. Mitigation: Rollback & hotfix deployed.")
+
+systemStatusTable = Table([serviceCol, statusCol, uptimeCol, latencyCol])
+serviceCol = Col("Service Name", ["Core REST API", "GraphQL Gateway", "Auth & Identity", "Webhooks Service", "Database Cluster"])
+statusCol = Col("Status", ["Operational", "Operational", "Operational", "Operational", "Operational"])
+uptimeCol = Col("30-Day Uptime", ["99.94%", "99.98%", "100.00%", "99.89%", "99.99%"])
+latencyCol = Col("Avg Latency", ["42 ms", "68 ms", "18 ms", "110 ms", "4 ms"])
+
+uptimeTrend = AreaChart(["Oct 1", "Oct 5", "Oct 10", "Oct 15", "Oct 20", "Oct 25"], [uptimeSeries], "natural", "Date", "Uptime %")
+uptimeSeries = Series("API Availability %", [99.99, 99.98, 99.95, 100.00, 99.85, 99.94])
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("View full incident post-mortem report")
+fu2 = FollowUpItem("Check regional API latency stats")
+fu3 = FollowUpItem("Subscribe to status notifications")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..8a0cc6385
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, currentStatus, detailsGrid, outlookHeading, outlookTabs, followUp])
+
+header = CardHeader("Bengaluru Weather Brief", "Today, October 24 • Morning Update")
+
+currentStatus = Card([tempBadge, tempDisplay, condText, alertCallout], "sunk", "column", "s", "center")
+tempBadge = Badge("Live Condition", "secondary")
+tempDisplay = Heading("24°C", "h1")
+condText = TextContent("**Partly Cloudy** • Feels like 25°C\nHumidity: 78% • Wind: 12 km/h ENE")
+alertCallout = TextCallout("info", "Morning Mist Alert", "Patchy fog expected in eastern suburbs until 8:30 AM. Light scatter rain possible late evening.")
+
+detailsGrid = Card([sunSection, airSection], "clear", "row", "m")
+
+sunSection = Card([sunHeader, sunDetails], "card", "column", "xs")
+sunHeader = Heading("Sun & Daylight", "h4")
+sunDetails = TextContent("🌅 **Sunrise:** 06:11 AM\n🌇 **Sunset:** 05:58 PM\n☀️ **UV Index:** 6 (Moderate)")
+
+airSection = Card([airHeader, airDetails], "card", "column", "xs")
+airHeader = Heading("Air Quality", "h4")
+airDetails = TextContent("🍃 **AQI:** 68 (Satisfactory)\n😷 **Main Pollutant:** PM2.5\n💡 Ideal for morning outdoor activities")
+
+outlookHeading = Heading("3-Day Outlook", "h3")
+
+outlookTabs = Tabs([todayTab, tomorrowTab, dayAfterTab])
+
+todayTab = TabItem("day1", "Today", [todayContent])
+todayContent = TextContent("**High: 28°C / Low: 19°C**\nPartly cloudy throughout the day with moderate breezes. 30% chance of light thunder showers around 5:00 PM.")
+
+tomorrowTab = TabItem("day2", "Fri, Oct 25", [tomorrowContent])
+tomorrowContent = TextContent("**High: 27°C / Low: 20°C**\nGenerally cloudy with scattered light-to-moderate rainfall expected in the afternoon. High humidity.")
+
+dayAfterTab = TabItem("day3", "Sat, Oct 26", [dayAfterContent])
+dayAfterContent = TextContent("**High: 29°C / Low: 18°C**\nMostly sunny and pleasant over the weekend. Great conditions for outdoor plans.")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Hourly forecast for today")
+fu2 = FollowUpItem("Rainfall chances this weekend")
+fu3 = FollowUpItem("Traffic & weather updates")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..b9773b805
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r2.txt
@@ -0,0 +1,32 @@
+root = Card([header, currentSection, sep1, forecastHeading, forecastSection, sep2, sunSection])
+header = CardHeader("Morning Weather Brief", "Bengaluru, Karnataka • Today's Outlook")
+currentSection = Card([currentTempBlock, currentDetailsBlock], "clear", "row", "l", "center", "between")
+currentTempBlock = Card([tempBadge, tempDisplay, condText], "clear", "column", "xs")
+tempBadge = Badge("Live Condition", "secondary")
+tempDisplay = Heading("24°C", "h1")
+condText = TextContent("Partly Cloudy • Feels like 25°C", "large-heavy")
+currentDetailsBlock = Card([detailHumidity, detailWind, detailUV], "sunk", "column", "s")
+detailHumidity = TextContent("**Humidity:** 68%", "small")
+detailWind = TextContent("**Wind:** 12 km/h ENE", "small")
+detailUV = TextContent("**UV Index:** 6 (Moderate)", "small")
+sep1 = Separator("horizontal")
+forecastHeading = Heading("3-Day Outlook", "h3")
+forecastSection = Card([day1Card, day2Card, day3Card], "clear", "row", "m")
+day1Card = Card([day1Title, day1Temp, day1Cond], "sunk", "column", "xs", "center")
+day1Title = Heading("Tomorrow", "h4")
+day1Temp = TextContent("**28°C** / 19°C", "default")
+day1Cond = Badge("Scattered Showers", "outline")
+day2Card = Card([day2Title, day2Temp, day2Cond], "sunk", "column", "xs", "center")
+day2Title = Heading("Thursday", "h4")
+day2Temp = TextContent("**29°C** / 18°C", "default")
+day2Cond = Badge("Partly Cloudy", "outline")
+day3Card = Card([day3Title, day3Temp, day3Cond], "sunk", "column", "xs", "center")
+day3Title = Heading("Friday", "h4")
+day3Temp = TextContent("**30°C** / 18°C", "default")
+day3Cond = Badge("Sunny", "outline")
+sep2 = Separator("horizontal")
+sunSection = Card([sunHeader, sunTimes], "clear", "column", "s")
+sunHeader = Heading("Sun & Light", "h4")
+sunTimes = Card([sunriseBlock, sunsetBlock], "sunk", "row", "l", "center", "around")
+sunriseBlock = TextContent("🌅 **Sunrise:** 06:08 AM", "default")
+sunsetBlock = TextContent("🌇 **Sunset:** 06:32 PM", "default")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..677e926de
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r3.txt
@@ -0,0 +1,41 @@
+root = Card([header, currentCard, sunCard, forecastHeader, forecastAccordion, tipsCallout, followUps], "card", "column", "l")
+header = CardHeader("Bengaluru Weather Brief", "Today's forecast & 3-day outlook")
+
+currentCard = Card([tempStack, condBadge, detailsList], "sunk", "column", "m")
+tempStack = Heading("26°C", "h1")
+condBadge = Tag("Partly Cloudy", "cloud", "md", "info")
+detailsList = ListBlock([humidityItem, windItem, uvItem])
+humidityItem = ListItem("Humidity", "68%", null)
+windItem = ListItem("Wind", "12 km/h ENE", null)
+uvItem = ListItem("UV Index", "6 (Moderate)", null)
+
+sunCard = Card([sunHeader, sunTimes], "clear", "row", "m", "center", "between")
+sunHeader = TextContent("Sun & Daylight", "small-heavy")
+sunTimes = ListBlock([sunriseItem, sunsetItem])
+sunriseItem = ListItem("Sunrise", "06:12 AM", null)
+sunsetItem = ListItem("Sunset", "06:38 PM", null)
+
+forecastHeader = Heading("3-Day Outlook", "h3")
+forecastAccordion = Accordion([day1, day2, day3])
+
+day1 = AccordionItem("today", "Today (Thu) • 28°C / 19°C", [day1Text, day1Chart])
+day1Text = TextContent("Partly cloudy in the morning with a chance of light afternoon showers. Mild evening breeze.", "default")
+day1Chart = LineChart(["6 AM", "9 AM", "12 PM", "3 PM", "6 PM", "9 PM"], [day1TempSeries], "natural", "Time", "°C")
+day1TempSeries = Series("Temperature", [21, 24, 28, 27, 25, 22])
+
+day2 = AccordionItem("tomorrow", "Friday • 29°C / 20°C", [day2Text, day2Chart])
+day2Text = TextContent("Mostly sunny throughout the day. Clear skies expected in the night.", "default")
+day2Chart = LineChart(["6 AM", "9 AM", "12 PM", "3 PM", "6 PM", "9 PM"], [day2TempSeries], "natural", "Time", "°C")
+day2TempSeries = Series("Temperature", [20, 25, 29, 28, 24, 21])
+
+day3 = AccordionItem("saturday", "Saturday • 27°C / 18°C", [day3Text, day3Chart])
+day3Text = TextContent("Scattered thundershowers likely in the late afternoon. Carry an umbrella.", "default")
+day3Chart = LineChart(["6 AM", "9 AM", "12 PM", "3 PM", "6 PM", "9 PM"], [day3TempSeries], "natural", "Time", "°C")
+day3TempSeries = Series("Temperature", [19, 23, 27, 24, 22, 20])
+
+tipsCallout = Callout("info", "Morning Commute Tip", "Light rain expected around 2:00 PM today. Perfect morning for outdoor activities before midday.")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Hourly rain probability today")
+f2 = FollowUpItem("Weekend getaway weather near Bengaluru")
+f3 = FollowUpItem("Air quality index (AQI) report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..22117f15f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b1-weather__r4.txt
@@ -0,0 +1,60 @@
+root = Card([header, currentCard, sunCard, separator, outlookHeader, outlookGrid, followUp], "card", "column", "l")
+
+header = CardHeader("Bengaluru Morning Brief", "Thursday, October 24 • Indiranagar")
+
+currentCard = Card([currentMain, currentDetails], "sunk", "column", "m")
+currentMain = Card([tempBadge, tempDisplay, condText], "clear", "row", "m", "center")
+tempBadge = Badge("22°C", "secondary")
+tempDisplay = Heading("22°C", "h1")
+condText = TextContent("Mist & Partical Clouds • Feels like 23°C", "large-heavy")
+
+currentDetails = Card([uvTag, humidityTag, windTag, airTag], "clear", "row", "s", "center", "start", true)
+uvTag = Tag("UV Index: 2 (Low)", "info", "md", "info")
+humidityTag = Tag("Humidity: 84%", "neutral", "md", "neutral")
+windTag = Tag("Wind: 8 km/h E", "neutral", "md", "neutral")
+airTag = Tag("AQI: 58 (Moderate)", "success", "md", "success")
+
+sunCard = Card([sunHeader, sunContent], "clear", "column", "s")
+sunHeader = Heading("Sun & Daylight", "h4")
+sunContent = Card([sunriseItem, sunsetItem, daylightItem], "sunk", "row", "m", "center", "between")
+
+sunriseItem = Card([sunriseLabel, sunriseTime], "clear", "column", "xs", "center")
+sunriseLabel = TextContent("Sunrise", "small")
+sunriseTime = TextContent("06:09 AM", "large-heavy")
+
+sunsetItem = Card([sunsetLabel, sunsetTime], "clear", "column", "xs", "center")
+sunsetLabel = TextContent("Sunset", "small")
+sunsetTime = TextContent("05:58 PM", "large-heavy")
+
+daylightItem = Card([daylightLabel, daylightTime], "clear", "column", "xs", "center")
+daylightLabel = TextContent("Daylight", "small")
+daylightTime = TextContent("11h 49m", "default")
+
+separator = Separator("horizontal")
+
+outlookHeader = Heading("3-Day Forecast", "h3")
+
+outlookGrid = Card([day1Card, day2Card, day3Card], "clear", "row", "m", "stretch", "between", true)
+
+day1Card = Card([day1Title, day1Icon, day1Temps, day1Rain], "sunk", "column", "xs", "center")
+day1Title = TextContent("Fri, Oct 25", "small-heavy")
+day1Icon = TextContent("⛅ Scatter Clouds", "default")
+day1Temps = TextContent("28° / 19°C", "large-heavy")
+day1Rain = Badge("10% Rain", "outline")
+
+day2Card = Card([day2Title, day2Icon, day2Temps, day2Rain], "sunk", "column", "xs", "center")
+day2Title = TextContent("Sat, Oct 26", "small-heavy")
+day2Icon = TextContent("🌧 Light Showers", "default")
+day2Temps = TextContent("26° / 18°C", "large-heavy")
+day2Rain = Badge("60% Rain", "destructive")
+
+day3Card = Card([day3Title, day3Icon, day3Temps, day3Rain], "sunk", "column", "xs", "center")
+day3Title = TextContent("Sun, Oct 27", "small-heavy")
+day3Icon = TextContent("⛅ Part Clouds", "default")
+day3Temps = TextContent("27° / 19°C", "large-heavy")
+day3Rain = Badge("20% Rain", "outline")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Hourly forecast for today")
+f2 = FollowUpItem("Weekend traffic and rain alert")
+f3 = FollowUpItem("Air quality index breakdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..83c1d20b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r1.txt
@@ -0,0 +1,54 @@
+root = Card([header, mainGrid, callout, actionRow, followUps], "card", "column", "l")
+header = CardHeader("Personal Budget Tracker", "Monthly overview and expense management")
+mainGrid = Tabs([tabOverview, tabAddExpense])
+tabOverview = TabItem("overview", "Overview & History", [monthSelector, budgetProgress, chartSection, LargestExpenseCallout])
+monthSelector = Form("month_filter", monthButtons, [monthField])
+monthField = FormControl("Select Month", monthSelect)
+monthSelect = Select("month", [m1, m2, m3], "May 2024", null, "May 2024")
+m1 = SelectItem("Mar 2024", "March 2024")
+m2 = SelectItem("Apr 2024", "April 2024")
+m3 = SelectItem("May 2024", "May 2024")
+monthButtons = Buttons([applyMonthBtn])
+applyMonthBtn = Button("Update Month", null, "secondary", "normal", "small")
+budgetProgress = Card([progressHeader, budgetProgressBar, budgetSummaryTable], "sunk", "column", "m")
+progressHeader = TextContent("### Monthly Spent vs. Budget\n**$3,420.00** spent of **$4,200.00** limit (81.4%)", "default")
+budgetProgressBar = Progress(81.4, "Budget Limit ($4,200)")
+budgetSummaryTable = Table([colMetric, colVal])
+colMetric = Col("Summary Metric", ["Total Spent", "Remaining Budget", "Daily Average Spent"])
+colVal = Col("Amount", ["$3,420.00", "$780.00", "$110.32"])
+chartSection = Card([chartHeader, categoryChart], "clear", "column", "s")
+chartHeader = Heading("Spending Split by Category", "h3")
+categoryChart = DonutChart(catLabels, catValues)
+catLabels = ["Housing & Utilities", "Food & Dining", "Transportation", "Shopping & Ent.", "Healthcare", "Savings/Invest"]
+catValues = [1450, 680, 320, 450, 120, 400]
+DonutChart = PieChart(catLabels, catValues, "donut")
+LargestExpenseCallout = Callout("warning", "Largest Expense Highlighted", "Rent Payment: $1,450.00 (Housing & Utilities) - Paid on May 1st, 2024. Represents 42.4% of total monthly spending.")
+tabAddExpense = TabItem("add", "Add Expense", [addExpenseForm])
+addExpenseForm = Form("add_expense_form", addExpenseButtons, [expTitleField, expAmountField, expCatField, expDateField, expNotesField])
+expTitleField = FormControl("Expense Title", expTitleInput)
+expTitleInput = Input("title", "e.g., Grocery Shopping")
+expAmountField = FormControl("Amount ($)", expAmountInput)
+expAmountInput = Input("amount", "0.00", "number")
+expCatField = FormControl("Category", expCatSelect)
+expCatSelect = Select("category", [cat1, cat2, cat3, cat4, cat5, cat6], "Select Category")
+cat1 = SelectItem("housing", "Housing & Utilities")
+cat2 = SelectItem("food", "Food & Dining")
+cat3 = SelectItem("transport", "Transportation")
+cat4 = SelectItem("shopping", "Shopping & Entertainment")
+cat5 = SelectItem("health", "Healthcare")
+cat6 = SelectItem("savings", "Savings & Investments")
+expDateField = FormControl("Transaction Date", expDatePicker)
+expDatePicker = DatePicker("date", "single")
+expNotesField = FormControl("Notes / Description", expNotesInput)
+expNotesInput = TextArea("notes", "Optional details...", 2)
+addExpenseButtons = Buttons([submitExpenseBtn, clearBtn])
+submitExpenseBtn = Button("Save Expense", null, "primary")
+clearBtn = Button("Reset Form", null, "tertiary")
+callout = TextCallout("info", "Budget Insight", "You've used 81% of your monthly budget with 7 days remaining. You are on track to save approximately $250 this month.")
+actionRow = Buttons([exportBtn, setBudgetBtn])
+exportBtn = Button("Export Monthly Report", null, "secondary")
+setBudgetBtn = Button("Adjust Budget Limit", null, "tertiary")
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show breakdown for Food & Dining")
+f2 = FollowUpItem("How does this compare to April 2024?")
+f3 = FollowUpItem("Set a recurring budget alert")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..6d033b91a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r2.txt
@@ -0,0 +1,64 @@
+root = Card([header, mainGrid, monthPicker, addExpenseDialog, followUp])
+
+header = CardHeader("Monthly Budget Check", "March 2025 Overview")
+
+mainGrid = SectionBlock([overviewSection, breakdownSection, alertSection])
+
+overviewSection = SectionItem("overview", "Monthly Progress & Overview", [budgetProgress, kpiTable])
+budgetProgress = Progress(78, "$3,120 spent of $4,000 monthly limit (78%)")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Monthly Budget", "Total Spent", "Remaining", "Daily Avg Spent"])
+kpiValue = Col("Amount", ["$4,000.00", "$3,120.00", "$880.00", "$124.80"])
+
+breakdownSection = SectionItem("breakdown", "Spending Breakdown by Category", [categoryChart, categoryTable])
+categoryChart = PieChart(["Housing", "Food & Dining", "Transportation", "Utilities", "Entertainment", "Personal & Misc"], [1500, 620, 340, 260, 220, 180], "donut")
+categoryTable = Table([catName, catSpent, catBudget, catStatus])
+catName = Col("Category", ["Housing", "Food & Dining", "Transportation", "Utilities", "Entertainment", "Personal & Misc"])
+catSpent = Col("Spent", ["$1,500.00", "$620.00", "$340.00", "$260.00", "$220.00", "$180.00"])
+catBudget = Col("Budget", ["$1,500.00", "$600.00", "$400.00", "$300.00", "$250.00", "$950.00"])
+catStatus = Col("Status", ["On Track", "Over Budget", "On Track", "On Track", "On Track", "On Track"])
+
+alertSection = SectionItem("highlight", "Single Largest Expense", [largestExpenseCallout])
+largestExpenseCallout = Callout("warning", "Largest Single Expense: Rent Payment ($1,500.00)", "Paid on March 1st to Cityside Apartments under Housing. Accounts for 48.1% of your total monthly spending.")
+
+monthPicker = Card([monthHeader, monthSelectForm], "sunk")
+monthHeader = Heading("View Different Month", "h4")
+monthSelectForm = Form("select-month", monthButtons, [monthControl, yearControl])
+monthControl = FormControl("Select Month", monthSelect)
+monthSelect = Select("month", [m1, m2, m3, m4, m5], "Select month", null, "March")
+m1 = SelectItem("January", "January")
+m2 = SelectItem("February", "February")
+m3 = SelectItem("March", "March")
+m4 = SelectItem("April", "April")
+m5 = SelectItem("May", "May")
+yearControl = FormControl("Select Year", yearSelect)
+yearSelect = Select("year", [y1, y2], "Select year", null, "2025")
+y1 = SelectItem("2024", "2024")
+y2 = SelectItem("2025", "2025")
+monthButtons = Buttons([applyMonthBtn])
+applyMonthBtn = Button("Update View", null, "secondary")
+
+addExpenseDialog = DialogBlock("Add New Expense", "Add Expense Entry", "Record a new transaction to update your budget.", addExpenseForm, "default")
+addExpenseForm = Form("add-expense", expenseButtons, [amountControl, descControl, catFormGroup, dateControl])
+amountControl = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+descControl = FormControl("Description", descInput)
+descInput = Input("description", "e.g., Grocery Shopping")
+catFormGroup = FormControl("Category", catSelect)
+catSelect = Select("category", [c1, c2, c3, c4, c5, c6], "Select category")
+c1 = SelectItem("Housing", "Housing")
+c2 = SelectItem("Food & Dining", "Food & Dining")
+c3 = SelectItem("Transportation", "Transportation")
+c4 = SelectItem("Utilities", "Utilities")
+c5 = SelectItem("Entertainment", "Entertainment")
+c6 = SelectItem("Personal & Misc", "Personal & Misc")
+dateControl = FormControl("Date", datePicker)
+datePicker = DatePicker("expense_date", "single")
+expenseButtons = Buttons([submitExpenseBtn, cancelExpenseBtn])
+submitExpenseBtn = Button("Save Expense", null, "primary")
+cancelExpenseBtn = Button("Cancel", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("How can I cut spending in Food & Dining?")
+f2 = FollowUpItem("Show comparison with February 2025")
+f3 = FollowUpItem("Set alert for when budget hits 90%")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..a3c246c65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r3.txt
@@ -0,0 +1,63 @@
+root = Card([header, controls, summaryCards, largestExpenseCallout, categoryChart, breakdownTable, followUps])
+
+header = CardHeader("Personal Budget Tracker", "Monthly overview & spending analysis")
+
+controls = Card([monthSelectField, addExpenseDrawer], "sunk", "row", "m", "center", "between")
+
+monthSelectField = FormControl("Select Period", monthSelect)
+monthSelect = Select("selected_month", [m1, m2, m3, m4], "Choose month", null, "oct_2023", "small")
+m1 = SelectItem("oct_2023", "October 2023")
+m2 = SelectItem("sep_2023", "September 2023")
+m3 = SelectItem("aug_2023", "August 2023")
+m4 = SelectItem("jul_2023", "July 2023")
+
+addExpenseDrawer = DrawerBlock("Add New Expense", "Log an Expense", "Enter details of your transaction below.", expenseForm)
+
+expenseForm = Form("add_expense_form", formButtons, [expenseDescField, expenseAmountField, expenseCatField, expenseDateField])
+expenseDescField = FormControl("Description", expenseDescInput)
+expenseDescInput = Input("description", "e.g., Grocery store", "text")
+expenseAmountField = FormControl("Amount ($)", expenseAmountInput)
+expenseAmountInput = Input("amount", "0.00", "number")
+expenseCatField = FormControl("Category", expenseCatSelect)
+expenseCatSelect = Select("category", [cat1, cat2, cat3, cat4, cat5], "Select category")
+cat1 = SelectItem("housing", "Housing & Rent")
+cat2 = SelectItem("food", "Food & Dining")
+cat3 = SelectItem("transport", "Transportation")
+cat4 = SelectItem("entertainment", "Entertainment")
+cat5 = SelectItem("utilities", "Utilities & Bills")
+expenseDateField = FormControl("Date", expenseDatePicker)
+expenseDatePicker = DatePicker("date", "single")
+
+formButtons = Buttons([submitExpenseBtn, cancelExpenseBtn])
+submitExpenseBtn = Button("Save Expense", null, "primary")
+cancelExpenseBtn = Button("Cancel", null, "tertiary")
+
+summaryCards = Card([spentMetric, budgetMetric, progressMetric], "clear", "row", "m", "center", "between")
+spentMetric = Card([spentTitle, spentValue], "card", "column", "xs")
+spentTitle = TextContent("Total Spent", "small")
+spentValue = Heading("$3,420.50", "h2")
+
+budgetMetric = Card([budgetTitle, budgetValue], "card", "column", "xs")
+budgetTitle = TextContent("Monthly Budget", "small")
+budgetValue = Heading("$4,000.00", "h2")
+
+progressMetric = Card([progressTitle, budgetProgress], "card", "column", "xs")
+progressTitle = TextContent("Budget Used (85.5%)", "small")
+budgetProgress = Progress(85.5, "$3,420 / $4,000")
+
+largestExpenseCallout = TextCallout("warning", "Largest Single Expense", "Monthly Rent Payment — $1,600.00 (46.8% of total monthly spend)")
+
+categoryChart = PieChart(catLabels, catValues, "donut", "circular")
+catLabels = ["Housing", "Food & Dining", "Transportation", "Utilities", "Entertainment"]
+catValues = [1600, 650, 420, 310, 440.50]
+
+breakdownTable = Table([catCol, spentCol, budgetCol, statusCol])
+catCol = Col("Category", ["Housing", "Food & Dining", "Transportation", "Utilities", "Entertainment"])
+spentCol = Col("Spent", ["$1,600.00", "$650.00", "$420.00", "$310.00", "$440.50"])
+budgetCol = Col("Budget", ["$1,600.00", "$800.00", "$500.00", "$350.00", "$400.00"])
+statusCol = Col("Status", ["100% Used", "81% Used", "84% Used", "88% Used", "110% (Over)"])
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("How can I adjust my budget limits?")
+f2 = FollowUpItem("Show September 2023 breakdown")
+f3 = FollowUpItem("Export spending report as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..a4faf447c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-budget__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, sep1, overview, sep2, largestSection, sep3, catHeader, catChart, sep4, monthForm, sep5, addForm], "card", "column", "l")
+
+header = CardHeader("Personal Budget Check", "March 2025 Spending Overview")
+
+sep1 = Separator("horizontal")
+
+overview = Card([kpiGroup, budgetProgress], "sunk", "column", "m")
+kpiGroup = Table([kpiCol, valCol])
+kpiCol = Col("Metric", ["Monthly Budget", "Total Spent", "Remaining"])
+valCol = Col("Amount", ["$4,500.00", "$3,240.50", "$1,259.50"])
+budgetProgress = Progress(72, "72% of $4,500 monthly budget used")
+
+sep2 = Separator("horizontal")
+
+largestSection = Card([largestHeader, largestCallout], "clear", "column", "xs")
+largestHeader = Heading("Highlight", "h3")
+largestCallout = TextCallout("warning", "Largest Single Expense", "Rent Payment — $1,650.00 on March 1st (Housing)")
+
+sep3 = Separator("horizontal")
+
+catHeader = Heading("Spending by Category", "h3")
+catChart = HorizontalBarChart(["Housing", "Food & Dining", "Utilities", "Transportation", "Entertainment", "Shopping"], [catSeries], "grouped", "Category", "Amount ($)")
+catSeries = Series("Spent", [1650, 620, 310, 280, 210, 170.50])
+
+sep4 = Separator("horizontal")
+
+monthForm = Form("month-select-form", monthButtons, [monthField])
+monthField = FormControl("View Different Month", monthSelect, "Select a month to load historical budget data")
+monthSelect = Select("selected_month", [m1, m2, m3, m4], "Choose month", null, "March 2025")
+m1 = SelectItem("2025-01", "January 2025")
+m2 = SelectItem("2025-02", "February 2025")
+m3 = SelectItem("2025-03", "March 2025")
+m4 = SelectItem("2025-04", "April 2025")
+monthButtons = Buttons([changeMonthBtn])
+changeMonthBtn = Button("Switch Month", null, "secondary")
+
+sep5 = Separator("horizontal")
+
+addForm = Form("add-expense-form", addButtons, [descField, amountField, catField, dateField])
+descField = FormControl("Expense Description", descInput)
+descInput = Input("description", "e.g., Grocery run")
+amountField = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [c1, c2, c3, c4, c5, c6], "Select category")
+c1 = SelectItem("housing", "Housing")
+c2 = SelectItem("food", "Food & Dining")
+c3 = SelectItem("utilities", "Utilities")
+c4 = SelectItem("transport", "Transportation")
+c5 = SelectItem("entertainment", "Entertainment")
+c6 = SelectItem("shopping", "Shopping")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("expense_date", "single")
+addButtons = Buttons([addExpenseBtn, clearBtn])
+addExpenseBtn = Button("Add Expense", null, "primary")
+clearBtn = Button("Clear Form", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..6388c6ad0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r1.txt
@@ -0,0 +1,29 @@
+root = Card([header, calloutSpecial, filterSection, menuTabs, footerSection], "card", "column", "l")
+
+header = CardHeader("Artisan Roasters & Cafe", "Freshly brewed coffee & organic bites")
+
+calloutSpecial = Callout("success", "Today's Special: Honey Lavender Cold Brew", "House-made lavender syrup, local wildflower honey, cold brew, and oat milk topped with dried lavender petals — $6.50")
+
+filterSection = SwitchGroup("menuFilters", [vegSwitch], "card")
+vegSwitch = SwitchItem("Vegetarian Options Only", "Highlight vegetarian-friendly drinks and food items", "showVegOnly", false)
+
+menuTabs = Tabs([drinksTab, foodTab])
+
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkCategory, drinkPrice, drinkVeg])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Honey Lavender Cold Brew", "Matcha Latte", "Chai Tea Latte", "Iced Oat Milk Latte", "Fresh Orange Juice"])
+drinkCategory = Col("Type", ["Coffee", "Coffee", "Specialty", "Tea", "Tea", "Coffee", "Juice"])
+drinkPrice = Col("Price", ["$3.50", $4.75, "$6.50", "$5.25", "$5.00", "$5.50", "$4.50"])
+drinkVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "Yes", "Yes", "Yes", "Yes"])
+
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodCategory, foodPrice, foodVeg])
+foodName = Col("Item", ["Avocado Toast", "Breakfast Burrito", "Almond Croissant", "Caprese Panini", "Smoked Salmon Bagel", "Açaí Bowl", "Greek Yogurt Parfait"])
+foodCategory = Col("Type", ["Toast", "Warm", "Pastry", "Sandwich", "Bagel", "Bowl", "Bowl"])
+foodPrice = Col("Price", ["$9.50", "$11.00", "$4.25", "$10.50", "$12.50", "$9.00", "$6.50"])
+foodVeg = Col("Vegetarian", ["Yes", "No", "Yes", "Yes", "No", "Yes", "Yes"])
+
+footerSection = Card([hoursHeading, hoursText, orderNotice], "sunk", "column", "xs")
+hoursHeading = Heading("Opening Hours", "h4")
+hoursText = TextContent("Mon – Fri: 7:00 AM – 6:00 PM  |  Sat – Sun: 8:00 AM – 5:00 PM")
+orderNotice = TextContent("kitchen closes 30 minutes before closing time", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..e3e958df5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, hoursCallout, specialAlert, filterSwitch, menuTabs, orderNote])
+header = CardHeader("The Daily Grind Cafe", "Fresh Coffee, Pastries & Artisanal Lunch")
+hoursCallout = TextCallout("info", "Opening Hours", "Monday – Friday: 7:00 AM – 6:00 PM  |  Saturday – Sunday: 8:00 AM – 5:00 PM")
+specialAlert = Alert("Today's Special: Lavender Honey Oat Latte", "Espresso infused with organic lavender syrup, local wildflower honey, and steamed oat milk. Served with a mini butter biscuit.", "success")
+filterSwitch = SwitchGroup("dietary_filter", [vegSwitch], "sunk")
+vegSwitch = SwitchItem("Show vegetarian items only", "Filter menu to highlight plant-based and vegetarian options", "veg_only", false)
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Coffee & Drinks", [drinksTable])
+drinksTable = Table([drinkItemCol, drinkTypeCol, drinkDietCol, drinkPriceCol])
+drinkItemCol = Col("Drink", ["Espresso (Double)", "Americano", "Cappuccino", "Lavender Honey Oat Latte", "Iced Matcha Latte", "Chai Tea Latte", "Cold Brew Coffee", "Fresh Orange Juice"])
+drinkTypeCol = Col("Category", ["Hot Coffee", "Hot Coffee", "Hot Coffee", "Specialty", "Iced Tea", "Tea", "Cold Coffee", "Fresh Juice"])
+drinkDietCol = Col("Dietary", ["Vegan", "Vegan", "Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Vegan", "Vegan"])
+drinkPriceCol = Col("Price", ["$3.50", "$4.00", "$4.75", "$5.75", "$5.25", "$4.85", "$4.50", "$4.25"])
+foodTab = TabItem("food", "Food & Bakery", [foodTable])
+foodTable = Table([foodItemCol, foodCatCol, foodDietCol, foodPriceCol])
+foodItemCol = Col("Item", ["Avocado Toast w/ Poached Egg", "Spinach & Feta Quiche", "Artisan Butter Croissant", "Smoked Salmon Bagel", "Wild Mushroom Toast", "Turkey Cranberry Panini", "Berry Granola Bowl", "Vegan Chocolate Muffin"])
+foodCatCol = Col("Category", ["Breakfast", "Bakery", "Bakery", "Sandwiches", "Breakfast", "Sandwiches", "Bowls", "Bakery"])
+foodDietCol = Col("Dietary", ["Vegetarian", "Vegetarian", "Vegetarian", "Pescatarian", "Vegan", "Meat", "Vegetarian", "Vegan"])
+foodPriceCol = Col("Price", ["$9.50", "$7.25", "$3.75", "$11.00", "$8.75", "$10.50", "$6.50", "$4.00"])
+orderNote = Callout("neutral", "Order at the Counter", "Milk alternatives (Oat, Almond, Soy) available for +$0.75. Please inform staff of any severe food allergies.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..b3e2873b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r3.txt
@@ -0,0 +1,22 @@
+root = Card([header, calloutSpecial, filterSection, menuTabs, footerCard])
+header = CardHeader("The Daily Grind Cafe", "Fresh Coffee & Artisan Bites")
+calloutSpecial = Callout("success", "Today's Special: Honey Lavender Latte & Fig Toast", "Enjoy a freshly crafted espresso with organic lavender syrup, paired with toasted sourdough, ricotta, and fresh figs for only $12.50!")
+filterSection = Card([filterSwitch], "sunk", "row", "m", "center")
+filterSwitch = SwitchGroup("dietary", [vegOnlyItem])
+vegOnlyItem = SwitchItem("Show Vegetarian Items Only", "Filter menu items suitable for vegetarians", "veg_only", false)
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks Menu", [drinksTable])
+drinksTable = Table([drinkCol, priceDrinkCol, typeDrinkCol])
+drinkCol = Col("Item", ["Espresso", "Honey Lavender Latte", "Matcha Oat Latte", "Cold Brew Coffee", "Iced Earl Grey Tea"])
+priceDrinkCol = Col("Price", ["$3.50", "$6.00", "$5.50", "$4.50", "$4.00"])
+typeDrinkCol = Col("Dietary", ["Vegan", "Vegetarian", "Vegan", "Vegan", "Vegan"])
+foodTab = TabItem("food", "Food Menu", [foodTable])
+foodTable = Table([foodCol, priceFoodCol, typeFoodCol])
+foodCol = Col("Item", ["Fig & Ricotta Toast", "Avocado Tartine", "Smoked Salmon Bagel", "Spinach & Feta Quiche", "Almond Croissant"])
+priceFoodCol = Col("Price", ["$7.50", "$8.50", "$10.50", "$7.00", "$4.25"])
+typeFoodCol = Col("Dietary", ["Vegetarian", "Vegan", "Non-Vegetarian", "Vegetarian", "Vegetarian"])
+footerCard = Card([hoursHeader, hoursList], "sunk", "column", "s")
+hoursHeader = Heading("Opening Hours", "h4")
+hoursList = ListBlock([monFriHours, satSunHours])
+monFriHours = ListItem("Monday - Friday", "7:00 AM - 6:00 PM")
+satSunHours = ListItem("Saturday - Sunday", "8:00 AM - 5:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..7e1c754cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-cafe__r4.txt
@@ -0,0 +1,25 @@
+root = Card([header, specialCallout, hoursCallout, filterSection, menuTabs], "card", "column", "m")
+header = CardHeader("Artisan Brew Cafe", "Fresh Coffee, Bakery & Lunch")
+
+specialCallout = Callout("success", "Today's Special: Cardamom Rose Latte", "Espresso with house-made cardamom syrup, rose water, and steamed oat milk. Served with a mini pistachio biscotti. — $6.50")
+
+hoursCallout = TextCallout("info", "Opening Hours", "Mon - Fri: 7:00 AM - 6:00 PM | Sat - Sun: 8:00 AM - 5:00 PM")
+
+filterSection = SwitchGroup("menu_filter", [vegSwitch], "sunk")
+vegSwitch = SwitchItem("Show Vegetarian Items Only", "Filter menu items suitable for vegetarians", "veg_only", false)
+
+menuTabs = Tabs([drinksTab, foodTab])
+
+drinksTab = TabItem("drinks", "Beverages", [drinksTable])
+drinksTable = Table([drinkName, drinkCategory, drinkDiet, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Flat White", "Cardamom Rose Latte", "Matcha Oat Latte", "Cold Brew", "Chai Tea Latte", "Fresh Orange Juice"])
+drinkCategory = Col("Type", ["Coffee", "Coffee", "Specialty", "Tea", "Coffee", "Tea", "Juice"])
+drinkDiet = Col("Dietary", ["Vegan", "Vegetarian", "Vegetarian", "Vegan", "Vegan", "Vegetarian", "Vegan"])
+drinkPrice = Col("Price", ["$3.50", $4.50, "$6.50", "$5.50", "$4.75", "$5.00", "$4.00"])
+
+foodTab = TabItem("food", "Food & Bakery", [foodTable])
+foodTable = Table([foodName, foodCategory, foodDiet, foodPrice])
+foodName = Col("Item", ["Avocado Toast", "Croissant", "Smoked Salmon Bagel", "Spinach & Feta Quiche", "Granola Bowl", "Turkey Cranberry Panini"])
+foodCategory = Col("Type", ["Breakfast", "Bakery", "Breakfast", "Lunch", "Breakfast", "Lunch"])
+foodDiet = Col("Dietary", ["Vegan", "Vegetarian", "Non-Veg", "Vegetarian", "Vegetarian", "Non-Veg"])
+foodPrice = Col("Price", ["$9.50", "$3.75", "$11.00", "$8.50", "$7.00", "$10.50"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r1.txt
new file mode 100644
index 000000000..4c80152e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r1.txt
@@ -0,0 +1,49 @@
+root = Card([header, ratingBadge, progressSection, calloutNext, modulesSection, actionButtons, suggestions])
+
+header = CardHeader("Advanced UI Engineering with React", "Instructor: Dr. Sarah Lin")
+
+ratingBadge = Tag("★ 4.9 (1,240 learner ratings)", null, "md", "warning")
+
+progressSection = Progress(68, "Overall Course Progress: 68%")
+
+calloutNext = TextCallout("info", "Next Up: Lesson 4.2 - Custom Hook Optimization", "Estimated time: 15 mins • Module 4: Performance Patterns")
+
+modulesSection = SectionBlock([mod1, mod2, mod3, mod4, mod5], true)
+
+mod1 = SectionItem("m1", "Module 1: Component Architecture Principles (Completed 4/4)", mod1List)
+mod1List = ListBlock([m1l1, m1l2, m1l3, m1l4])
+m1l1 = ListItem("1.1 Atomic Design Systems", "Completed • 20 mins")
+m1l2 = ListItem("1.2 Compound Components Pattern", "Completed • 35 mins")
+m1l3 = ListItem("1.3 Render Props & Inversion of Control", "Completed • 25 mins")
+m1l4 = ListItem("1.4 Module 1 Knowledge Check", "Passed 100% • 10 mins")
+
+mod2 = SectionItem("m2", "Module 2: State Management at Scale (Completed 3/3)", mod2List)
+mod2List = ListBlock([m2l1, m2l2, m2l3])
+m2l1 = ListItem("2.1 Local vs Global State Strategy", "Completed • 30 mins")
+m2l2 = ListItem("2.2 Context Optimization & Selectors", "Completed • 40 mins")
+m2l3 = ListItem("2.3 Async State with React Query", "Completed • 45 mins")
+
+mod3 = SectionItem("m3", "Module 3: Server Components & SSR (Completed 2/2)", mod3List)
+mod3List = ListBlock([m3l1, m3l2])
+m3l1 = ListItem("3.1 React Server Components Fundamentals", "Completed • 50 mins")
+m3l2 = ListItem("3.2 Hydration Strategies & Suspense", "Completed • 40 mins")
+
+mod4 = SectionItem("m4", "Module 4: Performance Patterns (In Progress 1/3)", mod4List)
+mod4List = ListBlock([m4l1, m4l2, m4l3])
+m4l1 = ListItem("4.1 Profiling Component Render Trees", "Completed • 30 mins")
+m4l2 = ListItem("4.2 Custom Hook Optimization", "In Progress • Next Up • 15 mins")
+m4l3 = ListItem("4.3 Memoization, useTransition & Concurrent UI", "Locked • 40 mins")
+
+mod5 = SectionItem("m5", "Module 5: Capstone Project & Assessment (0/2)", mod5List)
+mod5List = ListBlock([m5l1, m5l2])
+m5l1 = ListItem("5.1 Building a Production Design System", "Locked • 120 mins")
+m5l2 = ListItem("5.2 Final Peer Review & Certification", "Locked • 60 mins")
+
+actionButtons = Buttons([continueBtn, notesBtn])
+continueBtn = Button("Continue Learning - Lesson 4.2", null, "primary")
+notesBtn = Button("View Course Syllabus & Resources", null, "secondary")
+
+suggestions = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Resume Lesson 4.2")
+fu2 = FollowUpItem("Download course resources")
+fu3 = FollowUpItem("Ask instructor a question")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r2.txt
new file mode 100644
index 000000000..c5e52127c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r2.txt
@@ -0,0 +1,37 @@
+root = Card([header, mainSection, followUp])
+header = CardHeader("Interactive Web Development Masterclass", "Instructor: Dr. Sarah Jenkins • Senior Frontend Architect")
+mainSection = SectionBlock([overviewSec, modulesSec, ratingSec])
+
+overviewSec = SectionItem("overview", "Course Overview & Next Up", [overviewCard])
+overviewCard = Card([kpiGroup, separator1, nextLessonCallout, continueAction], "sunk", "column", "m")
+kpiGroup = Card([progressBadge, ratingBadge], "clear", "row", "m", "center", "between")
+progressBadge = Badge("Overall Progress: 68%", "default")
+ratingBadge = Badge("Course Rating: ★ 4.9 / 5.0 (1,240 reviews)", "secondary")
+separator1 = Separator("horizontal")
+nextLessonCallout = Callout("info", "Next Up: Lesson 4.2 - Master Async/Await", "Estimated time: 15 mins • Module 4: Advanced JavaScript Techniques")
+continueAction = Buttons([continueBtn, bookmarkBtn])
+continueBtn = Button("Continue Learning", null, "primary")
+bookmarkBtn = Button("Save for Later", null, "tertiary")
+
+modulesSec = SectionItem("modules", "Course Modules & Syllabus", [moduleList])
+moduleList = ListBlock([m1, m2, m3, m4, m5])
+m1 = ListItem("Module 1: HTML5 & Modern Semantic Web", "100% Completed • 5 of 5 lessons done")
+m2 = ListItem("Module 2: CSS3 Grid, Flexbox & Animations", "100% Completed • 8 of 8 lessons done")
+m3 = ListItem("Module 3: JavaScript Essentials & DOM Manipulation", "100% Completed • 10 of 10 lessons done")
+m4 = ListItem("Module 4: Advanced JS & Asynchronous Programming", "35% In Progress • 2 of 6 lessons done")
+m5 = ListItem("Module 5: React Fundamentals & State Management", "0% Not Started • 0 of 8 lessons done")
+
+ratingSec = SectionItem("ratings", "Learner Reviews & Ratings", [ratingOverview])
+ratingOverview = Card([ratingHeader, ratingBreakdown, ratingTable], "clear", "column", "m")
+ratingHeader = Heading("Learner Feedback Overview", "h4")
+ratingBreakdown = SingleStackedBarChart(ratingCategories, ratingValues)
+ratingCategories = ["5 Stars", "4 Stars", "3 Stars", "1-2 Stars"]
+ratingValues = [82, 14, 3, 1]
+ratingTable = Table([ratingMetric, ratingValue])
+ratingMetric = Col("Category", ["Overall Score", "Content Quality", "Instructor Pacing", "Practical Exercises"])
+ratingValue = Col("Rating", ["4.9 / 5.0", "4.95 / 5.0", "4.85 / 5.0", "4.90 / 5.0"])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Jump directly to Lesson 4.2")
+f2 = FollowUpItem("Download course resources and code files")
+f3 = FollowUpItem("View syllabus certificate requirements")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r3.txt
new file mode 100644
index 000000000..1981ad27e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r3.txt
@@ -0,0 +1,43 @@
+root = Card([header, nextUpCallout, statsRow, modulesSection, actionsRow])
+
+header = CardHeader("Interactive UI Systems & Architecture", "Instructor: Dr. Sarah Jenkins • Senior Systems Engineer")
+
+nextUpCallout = TextCallout("info", "Next Up: Lesson 4.2", "State Synchronization in Distributed UI Models (Estimated time: 25 mins)")
+
+statsRow = Card([progressCallout, ratingCallout], "sunk", "row", "m", "center", "between")
+
+progressCallout = Card([progressHeader, courseProgress], "clear", "column", "xs")
+progressHeader = TextContent("Overall Course Completion", "small-heavy")
+courseProgress = Progress(68, "68% Completed (17 of 25 Lessons)")
+
+ratingCallout = Card([ratingHeader, ratingBadge], "clear", "column", "xs", "end")
+ratingHeader = TextContent("Average Learner Rating", "small-heavy")
+ratingBadge = Badge("★ 4.9 / 5.0 (1,240 reviews)", "secondary")
+
+modulesSection = Accordion([mod1, mod2, mod3, mod4])
+
+mod1 = AccordionItem("m1", "Module 1: Declarative Language Foundations (Completed)", [m1List])
+m1List = ListBlock([m1_1, m1_2, m1_3])
+m1_1 = ListItem("1.1 Syntax & Grammar Rules", "Completed • 15 mins", null, "Review")
+m1_2 = ListItem("1.2 Hoisting & Reference Resolution", "Completed • 20 mins", null, "Review")
+m1_3 = ListItem("1.3 Component Signatures & Types", "Completed • 30 mins", null, "Review")
+
+mod2 = AccordionItem("m2", "Module 2: Layout Engine & Component Lifecycle (Completed)", [m2List])
+m2List = ListBlock([m2_1, m2_2])
+m2_1 = ListItem("2.1 Flexbox & Stack Containers", "Completed • 25 mins", null, "Review")
+m2_2 = ListItem("2.2 Container Nesting & Responsive Rules", "Completed • 35 mins", null, "Review")
+
+mod3 = AccordionItem("m3", "Module 3: Streaming Architecture & Real-Time Rendering (In Progress)", [m3List])
+m3List = ListBlock([m3_1, m3_2, m3_3])
+m3_1 = ListItem("3.1 Chunk Parsing & Token Buffering", "Completed • 20 mins", null, "Review")
+m3_2 = ListItem("3.2 Progressive UI Reveal Strategies", "Completed • 40 mins", null, "Review")
+m3_3 = ListItem("3.3 State Synchronization in Distributed UI Models", "Up Next • 25 mins", null, "Start")
+
+mod4 = AccordionItem("m4", "Module 4: Advanced Systems & Performance Optimization (Locked)", [m4List])
+m4List = ListBlock([m4_1, m4_2])
+m4_1 = ListItem("4.1 Memory Management in Long-Lived Streams", "Locked • 30 mins")
+m4_2 = ListItem("4.2 Benchmarking Declarative Layout Engines", "Locked • 45 mins")
+
+actionsRow = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue Learning — Lesson 4.2", null, "primary")
+syllabusBtn = Button("Download Syllabus (PDF)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r4.txt
new file mode 100644
index 000000000..d7f9b8224
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-course__r4.txt
@@ -0,0 +1,47 @@
+root = Card([header, nextUpCallout, statsRow, modulesSection, followUps])
+
+header = CardHeader("Interactive Web Development Mastery", "Instructor: Sarah Drasner • Senior Frontend Architect")
+
+nextUpCallout = Callout("info", "Up Next: Module 3, Lesson 2", "Asynchronous JavaScript & Fetch API (25 mins)")
+
+statsRow = Card([progressCard, ratingCard], "sunk", "row", "m", "center", "between")
+
+progressCard = Card([progressLabel, progressVal, progressBar], "clear", "column", "xs")
+progressLabel = TextContent("Overall Course Progress", "small-heavy")
+progressVal = TextContent("68% Completed", "large-heavy")
+progressBar = Progress(68, "17 of 25 lessons finished")
+
+ratingCard = Card([ratingLabel, ratingVal, ratingBadge], "clear", "column", "xs", "end")
+ratingLabel = TextContent("Average Learner Rating", "small-heavy")
+ratingVal = TextContent("4.9 / 5.0", "large-heavy")
+ratingBadge = Badge("1,240 reviews", "secondary")
+
+modulesSection = SectionBlock([mod1, mod2, mod3, mod4], false)
+
+mod1 = SectionItem("m1", "Module 1: HTML5 & Modern CSS (Completed)", mod1Content)
+mod1Content = Table([m1Cols, m1Status, m1Duration])
+m1Cols = Col("Lesson Title", ["Semantic Markup Basics", "CSS Grid & Flexbox Deep Dive", "Responsive Design Systems"])
+m1Status = Col("Status", ["Completed", "Completed", "Completed"])
+m1Duration = Col("Duration", ["15 mins", "45 mins", "30 mins"])
+
+mod2 = SectionItem("m2", "Module 2: JavaScript Core Fundamentals (Completed)", mod2Content)
+mod2Content = Table([m2Cols, m2Status, m2Duration])
+m2Cols = Col("Lesson Title", ["Variables, Scope & Closures", "DOM Manipulation & Events", "ES6+ Modern Syntax"])
+m2Status = Col("Status", ["Completed", "Completed", "Completed"])
+m2Duration = Col("Duration", ["40 mins", "35 mins", "50 mins"])
+
+mod3 = SectionItem("m3", "Module 3: Advanced JS & Async Patterns (In Progress)", mod3Content)
+mod3Content = Table([m3Cols, m3Status, m3Duration])
+m3Cols = Col("Lesson Title", ["Promises & Async/Await", "Asynchronous JavaScript & Fetch API", "Error Handling & Debugging"])
+m3Status = Col("Status", ["Completed", "Next Up", "Locked"])
+m3Duration = Col("Duration", ["30 mins", "25 mins", "40 mins"])
+
+mod4 = SectionItem("m4", "Module 4: Frontend Frameworks & React (Locked)", mod4Content)
+mod4Content = Table([m4Cols, m4Status, m4Duration])
+m4Cols = Col("Lesson Title", ["React Components & JSX", "State Management & Hooks", "Building & Deploying Web Apps"])
+m4Status = Col("Status", ["Locked", "Locked", "Locked"])
+m4Duration = Col("Duration", ["45 mins", "60 mins", "50 mins"])
+
+followUps = Buttons([continueBtn, reviewBtn])
+continueBtn = Button("Continue Learning: Async JS & Fetch API", null, "primary", "normal", "large")
+reviewBtn = Button("View Course Syllabus", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r1.txt
new file mode 100644
index 000000000..7e213144e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r1.txt
@@ -0,0 +1,52 @@
+root = Card([heroHeader, daysAlert, sep1, sectionTabs, sep2, regSection, followUps], "card", "column", "xl")
+
+heroHeader = CardHeader("TechFuture Conference 2025", "October 14-16, 2025 • Moscone Center, San Francisco, CA")
+daysAlert = Callout("info", "30 Days Remaining!", "Early bird ticket pricing ends in 5 days. Secure your spot today.")
+
+sep1 = Separator("horizontal")
+
+sectionTabs = Tabs([agendaTab, speakersTab, ticketsTab])
+
+agendaTab = TabItem("agenda", "📅 Agenda", [agendaList])
+agendaList = ListBlock([item1, item2, item3, item4])
+item1 = ListItem("09:00 AM - Opening Keynote", "The Next Decade of AI & Computing — Main Hall")
+item2 = ListItem("10:30 AM - Scalable Systems Workshop", "Architecting for 10M+ Concurrent Users — Room B")
+item3 = ListItem("01:30 PM - Design Systems at Scale", "Building Consistent UIs Across Platforms — Room C")
+item4 = ListItem("04:00 PM - Closing Fireside Chat", "Future of Tech Leadership & Innovation — Main Hall")
+
+speakersTab = TabItem("speakers", "🎙️ Speakers", [speakersList])
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4])
+speaker1 = ListItem("Dr. Aris Thorne", "VP of AI Research at NeuralLabs, pioneering autonomous systems")
+speaker2 = ListItem("Elena Rostova", "Head of Engineering at CloudScale, leading distributed systems")
+speaker3 = ListItem("Marcus Chen", "Principal Product Designer at DesignForge, author of Modular UI")
+speaker4 = ListItem("Sarah Jenkins", "CTO at QuantumTech, advocating for green computing standards")
+
+ticketsTab = TabItem("tickets", "🎟️ Ticket Tiers", [ticketsTable])
+ticketsTable = Table([colTier, colPrice, colAccess])
+colTier = Col("Tier", ["Virtual Pass", "General Admission", "VIP All-Access"])
+colPrice = Col("Price", ["$199", "$599", "$1,299"])
+colAccess = Col("Includes", ["Live Stream + Recordings", "Full Access + Workshops + Swag", "VIP Lounge + Speaker Dinner + All Access"])
+
+sep2 = Separator("horizontal")
+
+regSection = SectionBlock([regItem], false)
+regItem = SectionItem("reg", "Register Now", [regForm])
+
+regForm = Form("registration", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("fullName", "e.g. Alex Morgan")
+emailField = FormControl("Work Email", emailInput, "We will send your ticket confirmation here")
+emailInput = Input("email", "alex@company.com", "email")
+tierField = FormControl("Select Ticket Tier", tierSelect)
+tierSelect = Select("ticketTier", [optGen, optVip, optVirt], "Choose your pass")
+optVirt = SelectItem("virtual", "Virtual Pass - $199")
+optGen = SelectItem("general", "General Admission - $599")
+optVip = SelectItem("vip", "VIP All-Access - $1,299")
+
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Complete Registration", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("View hotel and travel recommendations")
+fu2 = FollowUpItem("Download full schedule PDF")
+fu3 = FollowUpItem("Inquire about corporate group discounts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r2.txt
new file mode 100644
index 000000000..11e01f5bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r2.txt
@@ -0,0 +1,63 @@
+root = Card([header, countdownAlert, mainTabs, registerSection, followUps])
+
+header = CardHeader("TechForward Conf 2025", "October 24-25, 2025 | Metropolitan Pavilion, New York, NY")
+
+countdownAlert = Callout("info", "Countdown to TechForward 2025", "Only 45 days remaining until the premier tech event of the year! Secure your pass today.")
+
+mainTabs = Tabs([agendaTab, speakersTab, ticketsTab])
+
+agendaTab = TabItem("agenda", "Agenda & Schedule", [agendaIntro, day1Accordion, day2Accordion])
+agendaIntro = TextContent("Explore two days packed with insightful keynotes, hands-on workshops, and networking opportunities.", "default")
+
+day1Accordion = SectionBlock([day1Section], true)
+day1Section = SectionItem("day1", "Day 1: October 24 (Keynotes & Main Stage)", [day1Schedule])
+day1Schedule = Table([d1TimeCol, d1TrackCol, d1TitleCol])
+d1TimeCol = Col("Time", ["08:30 AM", "09:30 AM", "11:00 AM", "01:30 PM", "03:30 PM", "05:00 PM"])
+d1TrackCol = Col("Track", ["Registration", "Main Stage", "AI & Data", "Cloud Arch", "Design", "Social"])
+d1TitleCol = Col("Session Title", ["Doors Open & Breakfast", "Opening Keynote: The Future of Intelligence", "Scaling LLMs in Production", "Serverless Patterns at Scale", "Designing for Accessibility", "Networking Mixer"])
+
+day2Accordion = SectionBlock([day2Section], true)
+day2Section = SectionItem("day2", "Day 2: October 25 (Workshops & Deep Dives)", [day2Schedule])
+day2Schedule = Table([d2TimeCol, d2TrackCol, d2TitleCol])
+d2TimeCol = Col("Time", ["09:00 AM", "10:30 AM", "01:00 PM", "02:30 PM", "04:30 PM"])
+d2TrackCol = Col("Track", ["Workshop A", "Workshop B", "Keynote", "Panel", "Closing"])
+d2TitleCol = Col("Session Title", ["Building Reactive UI Frameworks", "Edge Computing in Practice", "The Next Decade in Software", "Ethics in Artificial Intelligence", "Closing Ceremony & Awards"])
+
+speakersTab = TabItem("speakers", "Featured Speakers", [speakersList])
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4, speaker5])
+speaker1 = ListItem("Dr. Elena Rostova", "VP of AI Research at NeuralCore — Leading breakthrough developments in generative model efficiency.")
+speaker2 = ListItem("Marcus Chen", "Chief Architect at CloudScale — Pioneer in distributed systems and zero-trust cloud infrastructure.")
+speaker3 = ListItem("Sarah Jenkins", "Head of Product Design at Designify — Author of 'Design Systems for the Enterprise'.")
+speaker4 = ListItem("Devon Vance", "Founder of OpenStack Labs — Open-source advocate and creator of several high-performance UI libraries.")
+speaker5 = ListItem("Aisha Patel", "Director of Security at CipherGuard — Expert in post-quantum cryptography and application safety.")
+
+ticketsTab = TabItem("tickets", "Ticket Tiers", [ticketsTable, ticketsNote])
+ticketsTable = Table([tierCol, priceCol, accessCol, statusCol])
+tierCol = Col("Pass Type", ["Virtual Pass", "Standard Pass", "VIP All-Access"])
+priceCol = Col("Price", ["$199", "$599", "$1,199"])
+accessCol = Col("Includes", ["Live Stream + On-Demand Recordings", "Full 2-Day Access + Swag Bag + Lunch", "All-Access + Speaker Lounge + VIP Dinner"])
+statusCol = Col("Availability", ["Available", "Early Bird (Ends Soon)", "Limited Seats"])
+ticketsNote = TextCallout("success", "Group Discount Available", "Registering 5 or more attendees? Contact support@techforward.com for a 20% team discount.")
+
+registerSection = SectionBlock([registerSectionItem])
+registerSectionItem = SectionItem("register", "Register for TechForward 2025", [registerForm])
+
+registerForm = Form("registration", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("full_name", "e.g. Alex Morgan")
+emailField = FormControl("Work Email", emailInput, "We'll send your ticket confirmation and digital badge here.")
+emailInput = Input("work_email", "alex@company.com", "email")
+tierField = FormControl("Select Pass Tier", tierSelect)
+tierSelect = Select("pass_tier", [virtualOpt, standardOpt, vipOpt], "Select a ticket tier")
+virtualOpt = SelectItem("virtual", "Virtual Pass ($199)")
+standardOpt = SelectItem("standard", "Standard Pass ($599)")
+vipOpt = SelectItem("vip", "VIP All-Access Pass ($1,199)")
+
+formButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Complete Registration", null, "primary")
+clearBtn = Button("Reset Form", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Where is Metropolitan Pavilion located?")
+f2 = FollowUpItem("What is the refund policy for tickets?")
+f3 = FollowUpItem("Are there hotel discounts for attendees?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r3.txt
new file mode 100644
index 000000000..73683cf8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r3.txt
@@ -0,0 +1,50 @@
+root = Card([hero, countdown, tabsSection, registerForm, followUp])
+
+hero = CardHeader("TechFuture Conference 2025", "October 15-17, 2025 • Moscone Center, San Francisco, CA")
+
+countdown = Callout("info", "Countdown to TechFuture 2025", "142 Days Remaining — Early bird pricing ends soon!")
+
+tabsSection = Tabs([agendaTab, speakersTab, ticketsTab])
+
+agendaTab = TabItem("agenda", "Agenda", [agendaIntro, agendaList])
+agendaIntro = TextContent("Explore three days of keynotes, technical deep-dives, and hands-on workshops.", "default")
+agendaList = ListBlock([agendaItem1, agendaItem2, agendaItem3, agendaItem4, agendaItem5])
+agendaItem1 = ListItem("08:30 AM - Registration & Breakfast", "Main Lobby • Check-in and networking coffee")
+agendaItem2 = ListItem("10:00 AM - Opening Keynote: AI at Scale", "Grand Ballroom • Sarah Chen, VP of AI at NeuralGrid")
+agendaItem3 = ListItem("01:30 PM - Building Resilient Distributed Systems", "Hall A • Marcus Vance, Principal Engineer at CloudScale")
+agendaItem4 = ListItem("03:30 PM - Panel: The Next Decade of Web Dev", "Hall B • Featuring leaders from open-source web frameworks")
+agendaItem5 = ListItem("06:00 PM - Evening Networking & Reception", "Rooftop Lounge • Drinks, appetizers, and live music")
+
+speakersTab = TabItem("speakers", "Speakers", [speakersIntro, speakersList])
+speakersIntro = TextContent("Hear from industry visionaries and engineering leaders shaping the future.", "default")
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4])
+speaker1 = ListItem("Dr. Sarah Chen", "VP of AI at NeuralGrid — Pioneer in large-scale autonomous learning systems.")
+speaker2 = ListItem("Marcus Vance", "Principal Architect at CloudScale — Author of high-throughput distributed architectures.")
+speaker3 = ListItem("Elena Rostova", "Head of Product at Quantum UI — Leading accessibility and design system standardisation.")
+speaker4 = ListItem("Devon Taylor", "Founder of OpenDev Labs — Open-source maintainer and edge computing advocate.")
+
+ticketsTab = TabItem("tickets", "Ticket Tiers", [ticketsIntro, ticketTable])
+ticketsIntro = TextContent("Choose the pass that best fits your experience.", "default")
+ticketTable = Table([tierCol, priceCol, accessCol, perksCol])
+tierCol = Col("Pass Type", ["Virtual Pass", "Standard Pass", "VIP Pass"])
+priceCol = Col("Price", ["$199", "$699", "$1,299"])
+accessCol = Col("Access", ["Livestream & Recordings", "All Sessions & Expo Floor", "All Access + VIP Lounge"])
+perksCol = Col("Included Perks", ["Digital Swag Bag", "Lunch & Networking Dinners", "1-on-1 Speaker Meet & Greets"])
+
+registerForm = Form("register", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("name", "e.g. Alex Morgan")
+emailField = FormControl("Work Email", emailInput, "Ticket confirmation will be sent here")
+emailInput = Input("email", "alex@company.com", "email")
+tierField = FormControl("Select Pass", tierSelect)
+tierSelect = Select("pass_type", [optStandard, optVip, optVirtual], "Choose your pass tier")
+optStandard = SelectItem("standard", "Standard Pass ($699)")
+optVip = SelectItem("vip", "VIP Pass ($1,299)")
+optVirtual = SelectItem("virtual", "Virtual Pass ($199)")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Complete Registration", null, "primary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Where can I find hotel discounts for TechFuture 2025?")
+f2 = FollowUpItem("Can I transfer my ticket to a colleague later?")
+f3 = FollowUpItem("What are the workshop prerequisites?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r4.txt
new file mode 100644
index 000000000..2e4bd74ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-event__r4.txt
@@ -0,0 +1,60 @@
+root = Card([header, daysCallout, agendaSection, speakersSection, ticketsSection, registerForm, followUps], "card", "column", "l")
+
+header = CardHeader("TechForward Conf 2025", "October 15-17, 2025 • Moscone Center, San Francisco, CA")
+
+daysCallout = Callout("info", "Countdown to TechForward 2025", "Only 45 days remaining! Reserve your spot before early bird pricing ends.")
+
+agendaSection = SectionBlock([day1Section, day2Section, day3Section])
+day1Section = SectionItem("day1", "Day 1: October 15 - Future of AI & Systems", agendaDay1)
+day2Section = SectionItem("day2", "Day 2: October 16 - Cloud Architecture & DevSecOps", agendaDay2)
+day3Section = SectionItem("day3", "Day 3: October 17 - Product Engineering & UX", agendaDay3)
+
+agendaDay1 = Table([d1TimeCol, d1SessionCol, d1SpeakerCol])
+d1TimeCol = Col("Time", ["09:00 AM", "10:30 AM", "01:00 PM", "03:30 PM"])
+d1SessionCol = Col("Session", ["Opening Keynote: Next Gen AI Models", "Distributed Systems at Scale", "Zero-Trust Architecture", "Panel: AI Ethics & Safety"])
+d1SpeakerCol = Col("Speaker", ["Dr. Elena Rostova", "Marcus Chen", "Sarah Jenkins", "Panelists"])
+
+agendaDay2 = Table([d2TimeCol, d2SessionCol, d2SpeakerCol])
+d2TimeCol = Col("Time", ["09:00 AM", "11:00 AM", "02:00 PM", "04:00 PM"])
+d2SessionCol = Col("Session", ["Keynote: Serverless & Beyond", "Kubernetes Best Practices", "Real-Time Data Pipelines", "Developer Productivity Metrics"])
+d2SpeakerCol = Col("Speaker", ["Amir Patel", "Priya Sharma", "David Vance", "Rachel Adams"])
+
+agendaDay3 = Table([d3TimeCol, d3SessionCol, d3SpeakerCol])
+d3TimeCol = Col("Time", ["09:30 AM", "11:30 AM", "02:00 PM", "03:30 PM"])
+d3SessionCol = Col("Session", ["Design Systems for Enterprise", "Micro-Frontends in Action", "Building Inclusive Tech Teams", "Closing Keynote & Awards"])
+d3SpeakerCol = Col("Speaker", ["Sofia Gomez", "Liam O'Connor", "Maya Lin", "Dr. Elena Rostova"])
+
+speakersSection = Card([speakersHeading, speakerList], "sunk", "column", "m")
+speakersHeading = Heading("Featured Speakers", "h3")
+speakerList = ListBlock([spk1, spk2, spk3, spk4])
+spk1 = ListItem("Dr. Elena Rostova", "Chief AI Scientist at Neural Labs, pioneering autonomous LLM architectures.")
+spk2 = ListItem("Marcus Chen", "VP of Infrastructure at CloudScale, building global multi-region networks.")
+spk3 = ListItem("Sarah Jenkins", "Head of Security at CyberShield, author of Enterprise Zero-Trust Frameworks.")
+spk4 = ListItem("Amir Patel", "Co-founder of ServerlessHQ, advocate for event-driven backend paradigms.")
+
+ticketsSection = Card([ticketsHeading, ticketTable], "clear", "column", "m")
+ticketsHeading = Heading("Pass Options & Pricing", "h3")
+ticketTable = Table([tierCol, priceCol, accessCol, statusCol])
+tierCol = Col("Ticket Tier", ["Virtual Pass", "Main Conference Pass", "VIP All-Access Pass"])
+priceCol = Col("Price", ["$199", "$699", "$1,299"])
+accessCol = Col("Includes", ["Live Streams & On-Demand Replays", "3-Day Expo Access, Keynotes & Workshops", "All-Access + VIP Lounge, After-Party & Speaker Dinner"])
+statusCol = Col("Status", ["Available", "Early Bird Available", "Limited Quantity"])
+
+registerForm = Form("registration", formButtons, [nameField, emailField, ticketField])
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("full_name", "e.g. Alex Morgan")
+emailField = FormControl("Work Email", emailInput, "Ticket confirmation will be sent to this email.")
+emailInput = Input("email", "alex@company.com", "email")
+ticketField = FormControl("Select Pass Tier", ticketSelect)
+ticketSelect = Select("ticket_tier", [optMain, optVip, optVirtual], "Choose a pass option")
+optMain = SelectItem("main", "Main Conference Pass ($699)")
+optVip = SelectItem("vip", "VIP All-Access Pass ($1,299)")
+optVirtual = SelectItem("virtual", "Virtual Pass ($199)")
+
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Complete Registration", null, "primary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("View hotel and travel discounts")
+f2 = FollowUpItem("Download full conference PDF schedule")
+f3 = FollowUpItem("Inquire about corporate team discounts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..e85a41a4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r1.txt
@@ -0,0 +1,54 @@
+root = Card([header, mainGrid, workoutLogSection, followUps], "card", "column", "l")
+
+header = CardHeader("Daily Fitness Summary", "Thursday, October 24 • Keep up the momentum!")
+
+mainGrid = Card([statsRow, weeklySection], "clear", "column", "m")
+
+statsRow = Card([stepsCard, calsCard], "clear", "row", "m", "stretch")
+
+stepsCard = Card([stepsTitle, stepsProgress, stepsBadge], "sunk", "column", "s", "center")
+stepsTitle = TextContent("Step Count Today", "small-heavy")
+stepsProgress = Progress(8420, "8,420 / 10,000 steps")
+stepsBadge = Badge("84% of Daily Goal", "secondary")
+
+calsCard = Card([calsTitle, calsVal, calsSub], "sunk", "column", "xs", "center")
+calsTitle = TextContent("Calories Burned", "small-heavy")
+calsVal = Heading("645 kcal", "h2")
+calsSub = TextContent("Active: 480 kcal • Resting: 165 kcal", "small")
+
+weeklySection = Card([weeklyHeader, weeklyChart], "sunk", "column", "s")
+weeklyHeader = CardHeader("Past 7 Days Activity", "Calories burned per day")
+weeklyChart = BarChart(["Fri", "Sat", "Sun", "Mon", "Tue", "Wed", "Thu"], [calsSeries, stepsSeries], "grouped", "Day", "Amount")
+calsSeries = Series("Calories (kcal)", [520, 710, 430, 680, 590, 810, 645])
+stepsSeries = Series("Steps (x10)", [750, 1020, 610, 940, 820, 1150, 842])
+
+workoutLogSection = Card([logHeader, logForm], "card", "column", "m")
+logHeader = CardHeader("Log a New Workout", "Record your latest session")
+
+logForm = Form("log_workout", formButtons, [typeField, durationField, calsField, intensityField])
+
+typeField = FormControl("Workout Type", typeSelect)
+typeSelect = Select("workout_type", [type1, type2, type3, type4, type5], "Select activity")
+type1 = SelectItem("running", "Running")
+type2 = SelectItem("cycling", "Cycling")
+type3 = SelectItem("swimming", "Swimming")
+type4 = SelectItem("weightlifting", "Strength Training")
+type5 = SelectItem("yoga", "Yoga / Mobility")
+
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "45", "number")
+
+calsField = FormControl("Estimated Calories Burned", calsInput, "Optional - auto-calculated if left blank")
+calsInput = Input("calories", "300", "number")
+
+intensityField = FormControl("Intensity Level", intensitySlider)
+intensitySlider = Slider("intensity", "discrete", 1, 5, 1, [3], "Perceived Effort (1-5)")
+
+formButtons = Buttons([submitWorkout, resetBtn])
+submitWorkout = Button("Log Workout", null, "primary")
+resetBtn = Button("Clear Form", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("View detailed heart rate trends")
+fu2 = FollowUpItem("Set a new daily step goal")
+fu3 = FollowUpItem("Export weekly workout summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..c162483c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r2.txt
@@ -0,0 +1,28 @@
+root = Card([header, kpiRow, workoutTrend, formSection])
+header = CardHeader("Daily Fitness Summary", "Track your progress and log today's activities")
+kpiRow = Card([stepsProgress, calCallout], "clear", "row", "m", "center", "between")
+stepsProgress = Progress(8420, "Daily Steps: 8,420 / 10,000 goals")
+calCallout = TextCallout("success", "Calories Burned", "645 kcal burned today (108% of daily target)")
+workoutTrend = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, calSeries], "grouped", "Day of Week", "Value")
+durationSeries = Series("Duration (mins)", [45, 60, 30, 0, 50, 90, 40])
+calSeries = Series("Calories (kcal)", [380, 520, 240, 0, 430, 710, 350])
+formSection = Card([formHeader, logForm], "sunk", "column", "m")
+formHeader = Heading("Log a New Workout", "h3")
+logForm = Form("workout-logger", formButtons, [typeField, durationField, intensityField])
+typeField = FormControl("Workout Type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeGym, typeCycle, typeYoga, typeSwim], "Select activity")
+typeRun = SelectItem("running", "Running")
+typeGym = SelectItem("weightlifting", "Weight Training")
+typeCycle = SelectItem("cycling", "Cycling")
+typeYoga = SelectItem("yoga", "Yoga / Stretching")
+typeSwim = SelectItem("swimming", "Swimming")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "30", "number")
+intensityField = FormControl("Intensity Level", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "medium")
+intLow = RadioItem("Light", "Easy pace, low heart rate", "low")
+intMed = RadioItem("Moderate", "Steady effort, moderate breathing", "medium")
+intHigh = RadioItem("Vigorous", "Max effort, high intensity interval", "high")
+formButtons = Buttons([submitBtn, resetBtn])
+submitBtn = Button("Save Workout", null, "primary")
+resetBtn = Button("Clear Form", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..a41397ee3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r3.txt
@@ -0,0 +1,55 @@
+root = Card([header, summaryRow, weeklySection, logDrawer, suggestions])
+
+header = CardHeader("Daily Fitness Summary", "Thursday, October 24")
+
+summaryRow = Card([stepsCard, calCard], "sunk", "row", "m", "center", "between")
+
+stepsCard = Card([stepsHeader, stepsProgress, stepsText], "clear", "column", "xs")
+stepsHeader = Heading("Step Count", "h4")
+stepsProgress = Progress(8420, "8,420 / 10,000 steps")
+stepsText = TextContent("1,580 steps to reach your daily goal!", "small")
+
+calCard = Card([calHeader, calBadge, calText], "clear", "column", "xs")
+calHeader = Heading("Active Calories", "h4")
+calBadge = Badge("645 kcal burned", "secondary")
+calText = TextContent("Exceeded daily burn target by 15%", "small")
+
+weeklySection = Card([weeklyHeader, weeklyChart, workoutList], "card", "column", "m")
+weeklyHeader = Heading("Past Week Workouts", "h3")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [calSeries, minSeries], "grouped", "Day", "Value")
+calSeries = Series("Calories (kcal)", [450, 520, 300, 645, 0, 0, 0])
+minSeries = Series("Duration (min)", [45, 50, 30, 60, 0, 0, 0])
+
+workoutList = ListBlock([w1, w2, w3])
+w1 = ListItem("Morning Run", "45 mins • 420 kcal • Outdoor", null, "View GPS")
+w2 = ListItem("HIIT Session", "30 mins • 310 kcal • Gym", null, "Details")
+w3 = ListItem("Evening Walk", "25 mins • 115 kcal • Neighborhood", null, "Details")
+
+logDrawer = DrawerBlock("Log New Workout", "Record Workout", "Fill in your workout details below.", logForm)
+
+logForm = Form("log_workout", formBtns, [typeControl, durationControl, calControl, notesControl])
+typeControl = FormControl("Workout Type", typeSelect)
+typeSelect = Select("type", [t1, t2, t3, t4, t5], "Select activity")
+t1 = SelectItem("running", "Running")
+t2 = SelectItem("cycling", "Cycling")
+t3 = SelectItem("hiit", "HIIT / Crossfit")
+t4 = SelectItem("strength", "Strength Training")
+t5 = SelectItem("walking", "Walking")
+
+durationControl = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "e.g. 45", "number")
+
+calControl = FormControl("Estimated Calories Burned", calInput)
+calInput = Input("calories", "e.g. 350", "number")
+
+notesControl = FormControl("Notes / Intensity", notesInput)
+notesInput = TextArea("notes", "Felt strong, maintained good pace...")
+
+formBtns = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save Workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+
+suggestions = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show my monthly step trends")
+f2 = FollowUpItem("How many calories should I eat today?")
+f3 = FollowUpItem("Set a new daily step goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..9bc430cd6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-fitness__r4.txt
@@ -0,0 +1,64 @@
+root = Card([header, mainGrid, workoutSection, logForm, followUps])
+header = CardHeader("Daily Fitness Summary", "Wednesday, October 24 • Goal: Active & Healthy")
+
+mainGrid = Card([metricCards, weeklyTrendSection], "clear", "column", "l")
+
+metricCards = Card([stepsCard, calsCard, activeCard], "clear", "row", "m")
+
+stepsCard = Card([stepsHeader, stepsProgress, stepsBadge], "card", "column", "s")
+stepsHeader = CardHeader("Steps Today", "8,450 / 10,000 steps")
+stepsProgress = Progress(84.5, "84.5% of daily goal")
+stepsBadge = Badge("1,550 steps remaining", "secondary")
+
+calsCard = Card([calsHeader, calsProgress, calsBadge], "card", "column", "s")
+calsHeader = CardHeader("Calories Burned", "620 / 750 kcal")
+calsProgress = Progress(82.6, "82.6% of active burn goal")
+calsBadge = Badge("130 kcal remaining", "secondary")
+
+activeCard = Card([activeHeader, activeProgress, activeBadge], "card", "column", "s")
+activeHeader = CardHeader("Active Time", "48 / 45 mins")
+activeProgress = Progress(100, "Goal achieved!")
+activeBadge = Badge("Goal Smashed! +3 mins", "default")
+
+weeklyTrendSection = Card([weeklyHeader, weeklyChart], "card", "column", "m")
+weeklyHeader = CardHeader("Past Week Workouts", "Duration & estimated calories burned per day")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, caloriesSeries], "grouped", "Day of Week", "Value")
+durationSeries = Series("Duration (mins)", [45, 60, 30, 50, 45, 75, 48])
+caloriesSeries = Series("Calories (kcal)", [420, 680, 310, 550, 490, 820, 620])
+
+workoutSection = Card([logAccordion], "clear")
+logAccordion = Accordion([recentItem])
+recentItem = AccordionItem("recent", "View Recent Workout Logs", [workoutTable])
+workoutTable = Table([colDate, colType, colDuration, colCals])
+colDate = Col("Date", ["Today, 08:30 AM", "Yesterday, 06:00 PM", "Oct 22, 07:15 AM", "Oct 21, 05:30 PM"])
+colType = Col("Activity", ["Morning Run", "HIIT Session", "Yoga Flow", "Cycling"])
+colDuration = Col("Duration", ["30 mins", "45 mins", "30 mins", "50 mins"])
+colCals = Col("Calories", ["380 kcal", "490 kcal", "180 kcal", "550 kcal"])
+
+logForm = Form("log-workout", formButtons, [typeControl, durationControl, caloriesControl, notesControl])
+typeControl = FormControl("Activity Type", typeSelect)
+typeSelect = Select("activity_type", [typeRun, typeWalk, typeHIIT, typeYoga, typeCycle, typeStrength], "Select activity")
+typeRun = SelectItem("running", "Running")
+typeWalk = SelectItem("walking", "Walking")
+typeHIIT = SelectItem("hiit", "HIIT / Cardio")
+typeYoga = SelectItem("yoga", "Yoga / Stretching")
+typeCycle = SelectItem("cycling", "Cycling")
+typeStrength = SelectItem("strength", "Strength Training")
+
+durationControl = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "30", "number")
+
+caloriesControl = FormControl("Calories Burned (kcal)", caloriesInput)
+caloriesInput = Input("calories", "250", "number")
+
+notesControl = FormControl("Notes / Intensity", notesInput, "Optional details about your session")
+notesInput = Input("notes", "e.g. Felt great, pushed hard on final sprint")
+
+formButtons = Buttons([submitBtn, resetBtn])
+submitBtn = Button("Log Workout", null, "primary")
+resetBtn = Button("Clear Form", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("How many steps did I take yesterday?")
+fu2 = FollowUpItem("Show my workout history for this month")
+fu3 = FollowUpItem("Adjust my daily step goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r1.txt
new file mode 100644
index 000000000..b076cf68d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r1.txt
@@ -0,0 +1,47 @@
+root = Card([header, mainDetails, salaryCallout, qualificationsBlock, applyForm, followUp])
+
+header = CardHeader("Senior Product Designer", "Design Systems Team • Full-time • Remote (US/Canada)")
+
+mainDetails = TextContent("We are looking for a Senior Product Designer to lead the evolution of our design system. You will bridge the gap between design and engineering, creating accessible, scalable, and beautiful UI components used by millions of users daily.")
+
+salaryCallout = TextCallout("success", "Compensation & Equity", "$160,000 - $195,000 USD / year + Meaningful Equity & Full Benefits")
+
+qualificationsBlock = SectionBlock([qualificationsSection, responsibilitiesSection], false)
+
+qualificationsSection = SectionItem("quals", "Key Qualifications", qualificationsList)
+qualificationsList = ListBlock([qual1, qual2, qual3, qual4])
+qual1 = ListItem("5+ years of experience", "In product design, focusing on design systems, component libraries, and design tokens.")
+qual2 = ListItem("Figma & Design Tooling Expert", "Deep expertise in auto-layout, variables, interactive components, and library management.")
+qual3 = ListItem("Code Literacy", "Strong understanding of HTML/CSS, React component architecture, and accessibility (WCAG 2.1 AA) standards.")
+qual4 = ListItem("Cross-functional Leadership", "Proven track record collaborating closely with frontend engineers, product managers, and accessibility specialists.")
+
+responsibilitiesSection = SectionItem("resps", "What You'll Do", responsibilitiesList)
+responsibilitiesList = ListBlock([resp1, resp2])
+resp1 = ListItem("Scale the Core System", "Define guidelines, component APIs, and visual patterns across web and mobile platforms.")
+resp2 = ListItem("Advocate & Educate", "Conduct office hours, write documentation, and mentor product teams on best design system practices.")
+
+applyForm = Form("job-application", formActions, [nameField, emailField, resumeField, portfolioField, noteField])
+
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("applicant_name", "e.g. Alex Morgan")
+
+emailField = FormControl("Email Address", emailInput)
+emailInput = Input("applicant_email", "alex@example.com", "email")
+
+resumeField = FormControl("Resume Link", resumeInput, "Link to your resume (PDF, Google Drive, or Notion)")
+resumeInput = Input("resume_url", "https://", "url")
+
+portfolioField = FormControl("Portfolio URL", portfolioInput, "Showcase your design system work or case studies")
+portfolioInput = Input("portfolio_url", "https://", "url")
+
+noteField = FormControl("Why this role?", noteInput, "Briefly tell us what excites you about building design systems")
+noteInput = TextArea("cover_note", "Share a quick note...", 3)
+
+formActions = Buttons([submitBtn, shareBtn])
+submitBtn = Button("Submit Application", null, "primary")
+shareBtn = Button("Share Job Posting", null, "secondary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("What are the company benefits?")
+f2 = FollowUpItem("Tell me about the interview process")
+f3 = FollowUpItem("What tools does the design team use?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r2.txt
new file mode 100644
index 000000000..0ad649611
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r2.txt
@@ -0,0 +1,51 @@
+root = Card([header, statusBadge, sep1, desc, sep2, qualHeading, qualList, sep3, salaryCallout, sep4, formHeading, applyForm, shareDrawer], "card", "column", "l")
+
+header = CardHeader("Senior Product Designer", "Design Systems Team • Full-time • Remote (US/Canada)")
+statusBadge = Badge("Actively Hiring", "secondary")
+
+sep1 = Separator("horizontal")
+
+desc = TextContent("We are looking for a Senior Product Designer to lead the evolution of our core design system. You will bridge the gap between design and engineering, creating accessible, scalable UI components and guidelines used across all our web and mobile applications. In this role, you will collaborate closely with product managers, frontend engineers, and research teams to deliver exceptional user experiences.")
+
+sep2 = Separator("horizontal")
+
+qualHeading = Heading("Key Qualifications", "h3")
+qualList = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years of experience", "Proven track record designing and scaling component libraries for web/mobile apps.")
+q2 = ListItem("Figma & Design Tokens Expertise", "Advanced skills in auto-layout, variables, component properties, and token architecture.")
+q3 = ListItem("Accessibility First", "Deep understanding of WCAG 2.1 AA standards and inclusive design principles.")
+q4 = ListItem("Cross-functional Collaboration", "Experience partnering closely with React/TypeScript engineers on design system adoption.")
+q5 = ListItem("Strong Systems Thinking", "Ability to reduce complexity and establish clear visual and interaction patterns.")
+
+sep3 = Separator("horizontal")
+
+salaryCallout = TextCallout("info", "Compensation & Benefits", "$160,000 - $195,000 USD/year • Unlimited PTO • Full Health/Dental/Vision • $3k/yr Learning Stipend")
+
+sep4 = Separator("horizontal")
+
+formHeading = Heading("Apply for this Role", "h3")
+applyForm = Form("job-application", formActions, [nameField, emailField, resumeField, portfolioField, noteField])
+
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("full_name", "e.g. Alex Morgan", "text")
+
+emailField = FormControl("Email Address", emailInput, "We will send application updates here.")
+emailInput = Input("email", "alex@example.com", "email")
+
+resumeField = FormControl("Resume Link", resumeInput, "URL to your resume (PDF, Google Drive, Notion, etc.)")
+resumeInput = Input("resume_url", "https://", "url")
+
+portfolioField = FormControl("Portfolio URL", portfolioInput, "URL to your portfolio or case studies")
+portfolioInput = Input("portfolio_url", "https://", "url")
+
+noteField = FormControl("Why this role?", noteInput, "Briefly tell us why you are interested in joining our team.")
+noteInput = TextArea("cover_note", "I am excited about this role because...", 3)
+
+formActions = Buttons([submitBtn])
+submitBtn = Button("Submit Application", null, "primary", "normal", "large")
+
+shareDrawer = DrawerBlock("Share Job Posting", "Share this Opportunity", "Copy the link or share directly with your network.", [shareLinkText, shareActions])
+shareLinkText = TextContent("Job URL: **https://careers.company.com/jobs/sr-product-designer**")
+shareActions = Buttons([copyBtn, emailShareBtn])
+copyBtn = Button("Copy Link", null, "primary")
+emailShareBtn = Button("Share via Email", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r3.txt
new file mode 100644
index 000000000..b57ee1fc4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r3.txt
@@ -0,0 +1,49 @@
+root = Card([header, roleBadge, desc, detailsSep, reqHeader, reqList, compHeader, compTable, formSep, formHeader, applyForm, followUps])
+
+header = CardHeader("Senior Product Designer", "Design Systems Team • Full-time • Remote (US/Canada)")
+roleBadge = Badge("Hiring Now", "default")
+desc = TextContent("We are looking for a Senior Product Designer to lead the evolution of our core UI system and component libraries. You will collaborate closely with engineering and product management to shape accessible, scalable, and delightful user experiences across all our web and mobile applications.", "large")
+
+detailsSep = Separator("horizontal")
+
+reqHeader = Heading("Qualifications & Skills", "h3")
+reqList = ListBlock([req1, req2, req3, req4, req5])
+req1 = ListItem("5+ years of product design experience", "Proven track record of shipping complex web applications and design systems at scale")
+req2 = ListItem("Mastery of Figma & System Architecture", "Deep expertise in tokenization, auto-layout, variable modes, and component documentation")
+req3 = ListItem("Accessibility First Mindset", "Strong working knowledge of WCAG 2.1 AA standards and inclusive design practices")
+req4 = ListItem("Cross-functional Leadership", "Experience facilitating design sprints, conducting user research, and mentoring junior designers")
+req5 = ListItem("Front-end Awareness", "Familiarity with HTML, CSS, React, and layout mechanics to bridge the gap with engineering")
+
+compHeader = Heading("Compensation & Benefits", "h3")
+compTable = Table([compMetric, compValue])
+compMetric = Col("Detail", ["Base Salary Range", "Equity Grant", "Annual Bonus Target", "Location Strategy"])
+compValue = Col("Specification", ["$165,000 - $195,000 USD", "0.05% - 0.10% (4-year vesting)", "15%", "Remote (US or Canada)"])
+
+formSep = Separator("horizontal")
+
+formHeader = CardHeader("Apply for this Position", "Submit your application directly to the recruiting team")
+applyForm = Form("job-application", formButtons, [nameField, emailField, resumeField, portfolioField, noteField])
+
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("applicant_name", "e.g. Alex Morgan")
+
+emailField = FormControl("Email Address", emailInput, "We'll send updates about your application here")
+emailInput = Input("applicant_email", "alex@example.com", "email")
+
+resumeField = FormControl("Resume URL", resumeInput, "Link to your PDF, Google Drive, or LinkedIn profile")
+resumeInput = Input("applicant_resume", "https://", "url")
+
+portfolioField = FormControl("Portfolio URL", portfolioInput, "Link to your portfolio website or Figma showcase")
+portfolioInput = Input("applicant_portfolio", "https://alexmorgan.design", "url")
+
+noteField = FormControl("Why this role?", noteInput, "Briefly introduce yourself and what excites you about building design systems")
+noteInput = TextArea("applicant_note", "I'm excited about this opportunity because...", 4)
+
+formButtons = Buttons([submitBtn, shareBtn], "row")
+submitBtn = Button("Submit Application", null, "primary")
+shareBtn = Button("Share Posting", null, "secondary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("What is the interview process like?")
+f2 = FollowUpItem("Can I see other open positions on the design team?")
+f3 = FollowUpItem("What are the company benefits and tech stack?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r4.txt
new file mode 100644
index 000000000..411012a6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-job__r4.txt
@@ -0,0 +1,72 @@
+root = Card([header, mainSection, applySection, followUp])
+
+header = CardHeader("Senior Product Designer", "Design Systems & Core UX Team • Full-time • Remote (US/Canada)")
+
+mainSection = Tabs([overviewTab, qualificationsTab, detailsTab])
+
+overviewTab = TabItem("overview", "Overview & Compensation", [roleDescHeading, roleDesc, sep1, salaryHeading, salaryRangeCallout, salaryDetails])
+roleDescHeading = Heading("Role Description", "h3")
+roleDesc = TextContent("We are looking for a Senior Product Designer to lead the evolution of our core web and mobile product experiences. You will collaborate closely with engineering, product management, and UX research to define design systems, craft elegant interaction patterns, and ship intuitive interfaces used by millions daily.")
+sep1 = Separator("horizontal")
+salaryHeading = Heading("Compensation & Benefits", "h3")
+salaryRangeCallout = TextCallout("success", "$165,000 - $195,000 USD / year", "Base salary range based on location and experience. Includes equity package + performance bonus.")
+salaryDetails = ListBlock([salaryItem1, salaryItem2, salaryItem3])
+salaryItem1 = ListItem("Competitive Equity", "Annual stock grant options with standard 4-year vesting schedule")
+salaryItem2 = ListItem("Comprehensive Health", "100% covered health, dental, and vision insurance for employees")
+salaryItem3 = ListItem("Flexibility & Perks", "$1,500 annual learning stipend + $1,000 home office setup budget")
+
+qualificationsTab = TabItem("qualifications", "Qualifications & Skills", [qualHeading, qualList, sep2, bonusHeading, bonusList])
+qualHeading = Heading("Key Qualifications", "h3")
+qualList = ListBlock([qual1, qual2, qual3, qual4])
+qual1 = ListItem("5+ Years Experience", "Proven track record designing complex web and mobile SaaS applications")
+qual2 = ListItem("Design Systems Mastery", "Deep expertise building, scaling, and maintaining Figma component libraries")
+qual3 = ListItem("User Research & Testing", "Experience conducting usability tests, synthesis, and translating insight to UI")
+qual4 = ListItem("Cross-functional Leadership", "Demonstrated ability to partner effectively with engineering and product leads")
+
+sep2 = Separator("horizontal")
+bonusHeading = Heading("Nice to Haves", "h3")
+bonusList = ListBlock([bonus1, bonus2])
+bonus1 = ListItem("Prototyping Skills", "Familiarity with HTML/CSS, Framer, or interactive code-based prototypes")
+bonus2 = ListItem("Data & Metrics", "Comfort using product analytics tools (Mixpanel, Amplitude) to inform decisions")
+
+detailsTab = TabItem("details", "Team & Culture", [teamHeading, teamText, teamBadgeBlock])
+teamHeading = Heading("About the Design Team", "h3")
+teamText = TextContent("Our design team is a distributed group of 14 designers, researchers, and content strategists across North America and Europe. We value autonomy, continuous learning, robust constructive critiques, and putting user outcomes at the heart of every decision.")
+teamBadgeBlock = TagBlock(["Remote-First", "Async Culture", "Design System Driven", "Weekly Critiques", "Inclusive Workplace"])
+
+applySection = SectionBlock([applySectionItem], false)
+applySectionItem = SectionItem("apply", "Apply for this Role", [applyForm, sep3, shareHeading, shareButtons])
+
+applyForm = Form("job-application", formButtons, [nameField, emailField, resumeField, portfolioField, noteField])
+
+nameField = FormControl("Full Name", nameInput)
+nameInput = Input("applicant_name", "e.g. Alex Morgan")
+
+emailField = FormControl("Email Address", emailInput, "We will send application updates here")
+emailInput = Input("applicant_email", "alex.morgan@example.com", "email")
+
+resumeField = FormControl("Resume Link", resumeInput, "Link to Google Drive, Dropbox, or personal hosted PDF")
+resumeInput = Input("applicant_resume", "https://drive.google.com/file/d/...", "url")
+
+portfolioField = FormControl("Portfolio / Website URL", portfolioInput)
+portfolioInput = Input("applicant_portfolio", "https://alexmorgan.design", "url")
+
+noteField = FormControl("Why this role? (Optional)", noteArea)
+noteArea = TextArea("applicant_note", "Briefly tell us what excites you about this role...", 3)
+
+formButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit Application", null, "primary")
+saveBtn = Button("Save for Later", null, "tertiary")
+
+sep3 = Separator("horizontal")
+
+shareHeading = Heading("Share this Job Posting", "h4")
+shareButtons = Buttons([copyLinkBtn, shareEmailBtn, shareLinkedInBtn], "row")
+copyLinkBtn = Button("Copy Posting Link", null, "secondary", "normal", "small")
+shareEmailBtn = Button("Email to a Friend", null, "secondary", "normal", "small")
+shareLinkedInBtn = Button("Share on LinkedIn", null, "secondary", "normal", "small")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("What is the interview process for this design role?")
+f2 = FollowUpItem("Can you show me other design openings on this team?")
+f3 = FollowUpItem("What benefits and PTO policies are offered?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..5e34da24b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r1.txt
@@ -0,0 +1,19 @@
+root = Card([header, kpis, trendSection, productsSection, actions])
+header = CardHeader("Monthly Sales Overview", "Key performance metrics and revenue analysis for October")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Monthly Revenue", "Conversion Rate"])
+kpiValue = Col("Current", ["$48,250", "3.42%"])
+kpiChange = Col("MoM Change", ["+12.5%", "+0.4%"])
+trendSection = Card([trendHeader, revenueTrend], "sunk", "column", "s")
+trendHeader = Heading("6-Month Revenue Trend", "h3")
+revenueTrend = AreaChart(["May", "Jun", "Jul", "Aug", "Sep", "Oct"], [revSeries], "natural", "Month", "Revenue ($)")
+revSeries = Series("Revenue", [31200, 34500, 38000, 36800, 42900, 48250])
+productsSection = Card([productsHeader, topProducts], "sunk", "column", "s")
+productsHeader = Heading("Top 3 Best-Selling Products", "h3")
+topProducts = Table([prodName, unitsSold, prodRevenue])
+prodName = Col("Product", ["SaaS Pro Annual Plan", "Enterprise Add-on", "Starter Tier"])
+unitsSold = Col("Units Sold", [142, 38, 215])
+prodRevenue = Col("Total Sales", ["$28,400", "$11,400", "$6,450"])
+actions = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("Download Sales Report (CSV)", null, "primary")
+shareBtn = Button("Share Summary", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..ba7753ac2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r2.txt
@@ -0,0 +1,28 @@
+root = Card([header, kpis, trendSection, tableSection, actions, followUp])
+header = CardHeader("Monthly Sales Overview", "October 2023 Performance Summary")
+kpis = Card([revCard, convCard], "clear", "row", "m")
+revCard = Card([revTitle, revVal, revBadge], "sunk", "column", "xs")
+revTitle = TextContent("Revenue This Month", "small")
+revVal = Heading("$48,250", "h2")
+revBadge = Badge("+12.5% vs last month", "secondary")
+convCard = Card([convTitle, convVal, convProgress], "sunk", "column", "xs")
+convTitle = TextContent("Conversion Rate", "small")
+convVal = Heading("3.82%", "h2")
+convProgress = Progress(3.82, "Goal: 4.0%")
+trendSection = Card([trendHeader, revChart], "card", "column", "s")
+trendHeader = Heading("6-Month Revenue Trend", "h4")
+revChart = AreaChart(["May", "Jun", "Jul", "Aug", "Sep", "Oct"], [trendSeries], "natural", "Month", "USD ($)")
+trendSeries = Series("Revenue", [31200, 34500, 38900, 36400, 42900, 48250])
+tableSection = Card([tableHeader, topProductsTable], "card", "column", "s")
+tableHeader = Heading("Top 3 Best-Selling Products", "h4")
+topProductsTable = Table([prodCol, unitsCol, revCol])
+prodCol = Col("Product Name", ["SaaS Pro (Annual)", "Analytics Add-on", "Enterprise Onboarding"])
+unitsCol = Col("Units Sold", [142, 89, 12], "number")
+revCol = Col("Total Revenue", ["$28,400", "$8,900", "$10,950"], "number")
+actions = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("Download Sales Report (CSV)", null, "primary")
+shareBtn = Button("Share with Board", null, "secondary")
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Break down revenue by acquisition channel")
+f2 = FollowUpItem("Compare sales figures with Q2 projections")
+f3 = FollowUpItem("View churn rate metrics for this month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..e6cb85409
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r3.txt
@@ -0,0 +1,41 @@
+root = Card([header, metricsGrid, trendCard, topProductsCard, actionRow, followUp])
+
+header = CardHeader("Monthly Sales Dashboard", "Founder's performance overview for October 2023")
+
+metricsGrid = Card([revMetric, convMetric], "sunk", "row", "l")
+revMetric = Card([revBadge, revLabel, revValue, revSub], "card", "column", "xs")
+revBadge = Badge("Revenue", "default")
+revLabel = Heading("Revenue This Month", "h4")
+revValue = TextContent("$84,500", "large-heavy")
+revSub = TextContent("+12.5% vs last month", "small")
+
+convMetric = Card([convBadge, convLabel, convValue, convSub], "card", "column", "xs")
+convBadge = Badge("Performance", "secondary")
+convLabel = Heading("Conversion Rate", "h4")
+convValue = TextContent("3.82%", "large-heavy")
+convSub = TextContent("+0.4% vs last month", "small")
+
+trendCard = Card([trendHeader, trendChart], "card", "column", "m")
+trendHeader = CardHeader("6-Month Revenue Trend", "Monthly recurring & one-time revenue growth (in USD)")
+trendChart = AreaChart(trendMonths, [revSeries], "natural", "Month", "Revenue ($)")
+trendMonths = ["May", "Jun", "Jul", "Aug", "Sep", "Oct"]
+revSeries = Series("Revenue", [52000, 58500, 63000, 71200, 75100, 84500])
+
+topProductsCard = Card([productsHeader, productsTable], "card", "column", "m")
+productsHeader = CardHeader("Top 3 Best-Selling Products", "Ranked by total volume sold this month")
+productsTable = Table([rankCol, productCol, unitsCol, shareCol])
+rankCol = Col("Rank", ["#1", "#2", "#3"])
+productCol = Col("Product", ["Pro Annual License", "Starter Monthly Plan", "Enterprise Add-on"])
+unitsCol = Col("Units Sold", [342, 215, 89])
+shareCol = Col("Share of Sales", ["52%", "28%", "14%"])
+
+actionRow = Card([exportCallout, downloadButtons], "clear", "row", "m", "center", "between")
+exportCallout = TextCallout("info", "Monthly Report Ready", "Export all raw sales data, transaction logs, and conversion metrics in CSV format.")
+downloadButtons = Buttons([downloadCsvBtn, downloadPdfBtn])
+downloadCsvBtn = Button("Download CSV", null, "primary")
+downloadPdfBtn = Button("Export PDF", null, "secondary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Compare revenue against target for Q4")
+f2 = FollowUpItem("Break down conversion rate by acquisition channel")
+f3 = FollowUpItem("View churn rate and Customer Acquisition Cost (CAC)")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..9f94b722c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-sales__r4.txt
@@ -0,0 +1,30 @@
+root = Card([header, kpiRow, mainContent, actions, followUps], "card", "column", "xl")
+header = CardHeader("Monthly Sales Dashboard", "Performance overview for October 2023")
+kpiRow = Card([revKpi, convKpi], "clear", "row", "m")
+revKpi = Card([revTitle, revVal, revBadge], "sunk", "column", "xs")
+revTitle = TextContent("Revenue This Month", "small")
+revVal = TextContent("$124,500", "large-heavy")
+revBadge = Badge("+14.2% vs last month", "default")
+convKpi = Card([convTitle, convVal, convBadge], "sunk", "column", "xs")
+convTitle = TextContent("Conversion Rate", "small")
+convVal = TextContent("3.85%", "large-heavy")
+convBadge = Badge("+0.4% vs industry avg", "secondary")
+mainContent = Card([trendSection, topProductsSection], "clear", "column", "l")
+trendSection = Card([trendHeader, trendChart], "sunk", "column", "m")
+trendHeader = Heading("6-Month Revenue Trend", "h3")
+trendChart = LineChart(months, [revSeries], "natural", "Month", "Revenue ($)")
+months = ["May", "Jun", "Jul", "Aug", "Sep", "Oct"]
+revSeries = Series("Revenue", [82000, 89500, 94000, 102000, 109000, 124500])
+topProductsSection = Card([productsHeader, productsTable], "sunk", "column", "m")
+productsHeader = Heading("Top 3 Best-Selling Products", "h3")
+productsTable = Table([prodNameCol, unitsCol, revCol])
+prodNameCol = Col("Product", ["Pro Workspace Subscription", "Enterprise Add-on Pack", "Starter Team License"])
+unitsCol = Col("Units Sold", [1420, 380, 890], "number")
+revCol = Col("Total Revenue", ["$71,000", "$38,000", "$15,500"], "string")
+actions = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("Download Monthly Report (CSV)", null, "primary")
+shareBtn = Button("Share with Investors", null, "secondary")
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Break down revenue by region")
+f2 = FollowUpItem("Compare Q3 vs Q2 performance")
+f3 = FollowUpItem("Schedule automated monthly report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..ccb5afc83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, alertCallout, missingProgress, updatesList, formSection, followUps], "card", "column", "l")
+
+header = CardHeader("Async Standup", "Wednesday, October 25, 2023")
+
+alertCallout = Callout("warning", "Blocker Reported", "Alex is currently blocked on API Rate Limiting for the analytics sync.")
+
+missingProgress = Progress(75, "6 of 8 team members submitted today (2 pending)")
+
+updatesList = ListBlock([dev1, dev2, dev3, dev4, dev5, dev6], "image")
+
+dev1 = ListItem("Alex Rivera (Backend)", "Yesterday: Database migration. Today: Analytics sync. BLOCKED: Need higher rate limits on third-party API.", [alexImg])
+dev2 = ListItem("Sarah Chen (Frontend)", "Yesterday: User profile refactor. Today: Implementing standup screen design. Blockers: None.", [sarahImg])
+dev3 = ListItem("Marcus Johnson (Mobile)", "Yesterday: Push notification bugfix. Today: Testing iOS release candidate. Blockers: None.", [marcusImg])
+dev4 = ListItem("Elena Rostova (Design)", "Yesterday: Dashboard design system update. Today: Reviewing async standup specs. Blockers: None.", [elenaImg])
+dev5 = ListItem("David Kim (DevOps)", "Yesterday: CI/CD pipeline optimization. Today: Kubernetes cluster upgrading. Blockers: None.", [davidImg])
+dev6 = ListItem("Priya Patel (QA)", "Yesterday: Regression suite execution. Today: Mobile build testing. Blockers: None.", [priyaImg])
+
+alexImg = "https://picsum.photos/seed/alex/100/100"
+sarahImg = "https://picsum.photos/seed/sarah/100/100"
+marcusImg = "https://picsum.photos/seed/marcus/100/100"
+elenaImg = "https://picsum.photos/seed/elena/100/100"
+davidImg = "https://picsum.photos/seed/david/100/100"
+priyaImg = "https://picsum.photos/seed/priya/100/100"
+
+formSection = SectionBlock([formSectionItem], false)
+formSectionItem = SectionItem("post-update", "Post Your Update", [updateForm])
+
+updateForm = Form("standup-submission", formButtons, [yesterdayField, todayField, blockerField])
+
+yesterdayField = FormControl("What did you do yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Completed user auth flow...", 2)
+
+todayField = FormControl("What are you doing today?", todayInput)
+todayInput = TextArea("today", "Working on UI components...", 2)
+
+blockerField = FormControl("Any blockers?", blockerInput, "Leave blank if no blockers")
+blockerInput = Input("blockers", "None", "text")
+
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit Standup", null, "primary")
+
+followUps = FollowUpBlock([reminderAction, summaryAction])
+reminderAction = FollowUpItem("Send Slack reminder to missing members")
+summaryAction = FollowUpItem("Generate AI summary of today's standup")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..63e435443
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r2.txt
@@ -0,0 +1,50 @@
+root = Card([header, alertCallout, missingProgress, tabs, followUps])
+
+header = CardHeader("Async Standup", "Thursday, October 24, 2024")
+
+alertCallout = Alert("Blocker Reported", "Alex Rivera is currently blocked on the Payment Gateway API integration.", "destructive")
+
+missingProgress = Callout("warning", "3 Updates Missing", "5 of 8 team members have submitted their standup for today.")
+
+tabs = Tabs([tabTeam, tabPost])
+
+tabTeam = TabItem("team", "Team Updates (5/8)", [teamList])
+
+teamList = ListBlock([itemAlex, itemSarah, itemChen, itemEmily, itemMarcus])
+
+itemAlex = ListItem("Alex Rivera — Frontend Lead", "BLOCKED: Waiting for API credentials for the new checkout flow. | Yesterday: Finished UI components.", [avatarAlex])
+avatarAlex = "https://picsum.photos/seed/alex/100/100"
+
+itemSarah = ListItem("Sarah Chen — Product Designer", "Today: Finalizing mobile design tokens. | Yesterday: Handed off design specs to engineering. | No blockers.", [avatarSarah])
+avatarSarah = "https://picsum.photos/seed/sarah/100/100"
+
+itemChen = ListItem("Chen Wei — Backend Engineer", "Today: Refactoring database queries for dashboard. | Yesterday: Merged PR #402. | No blockers.", [avatarChen])
+avatarChen = "https://picsum.photos/seed/chen/100/100"
+
+itemEmily = ListItem("Emily Watson — QA Engineer", "Today: E2E testing for release v2.4. | Yesterday: Wrote automated tests for auth flow. | No blockers.", [avatarEmily])
+avatarEmily = "https://picsum.photos/seed/emily/100/100"
+
+itemMarcus = ListItem("Marcus Vance — DevOps", "Today: Upgrading Kubernetes cluster to v1.28. | Yesterday: Configured staging environment. | No blockers.", [avatarMarcus])
+avatarMarcus = "https://picsum.photos/seed/marcus/100/100"
+
+tabPost = TabItem("post", "Post Your Update", [updateForm])
+
+updateForm = Form("standup-form", formButtons, [fieldYesterday, fieldToday, fieldBlocker])
+
+fieldYesterday = FormControl("What did you do yesterday?", inputYesterday)
+inputYesterday = TextArea("yesterday", "Completed task X, reviewed PR #12...")
+
+fieldToday = FormControl("What will you do today?", inputToday)
+inputToday = TextArea("today", "Working on feature Y, meeting with team...")
+
+fieldBlocker = FormControl("Any blockers?", inputBlocker, "Leave blank if you are not blocked")
+inputBlocker = Input("blockers", "None")
+
+formButtons = Buttons([submitBtn, draftBtn])
+submitBtn = Button("Submit Update", null, "primary")
+draftBtn = Button("Save Draft", null, "secondary")
+
+followUps = FollowUpBlock([fuRemind, fuSummary, fuBlockers])
+fuRemind = FollowUpItem("Send reminder to missing teammates")
+fuSummary = FollowUpItem("Generate AI summary for Slack")
+fuBlockers = FollowUpItem("View all unresolved blockers")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..2d744bc0a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r3.txt
@@ -0,0 +1,43 @@
+root = Card([header, alertCallout, missingBanner, teammatesList, formSection, followUps], "card", "column", "l")
+
+header = CardHeader("Async Standup", "Wednesday, October 25, 2023")
+
+alertCallout = Callout("error", "Blocker Reported", "Alex Rivera is blocked on database migration permissions for the staging environment.")
+
+missingBanner = Callout("neutral", "Standup Progress", "3 of 5 teammates have posted their updates. 2 updates are still missing (David and Sarah).")
+
+teammatesList = ListBlock([item1, item2, item3], "image")
+
+item1 = ListItem("Alex Rivera — Frontend Lead", "Blocked: Need AWS IAM permissions for staging database migration. Completed user profile UI components.", [alexAvatar], "Help Alex")
+alexAvatar = "https://picsum.photos/seed/alex/100/100"
+
+item2 = ListItem("Maria Chen — Backend Engineer", "On Track: Deployed API v2 endpoints to production. Today: Writing unit tests and updating Swagger docs.", [mariaAvatar])
+mariaAvatar = "https://picsum.photos/seed/maria/100/100"
+
+item3 = ListItem("James Wilson — Product Designer", "On Track: Finalized Figma tokens for dark mode. Today: User testing synthesis and handover to mobile team.", [jamesAvatar])
+jamesAvatar = "https://picsum.photos/seed/james/100/100"
+
+formSection = Form("standupUpdate", submitButtons, [statusField, yesterdayField, todayField, blockerField])
+
+statusField = FormControl("Your Status Today", statusSelect)
+statusSelect = Select("status", [statusOnTrack, statusBlocked, statusOoo], "Select your status")
+statusOnTrack = SelectItem("ontrack", "🟢 On Track")
+statusBlocked = SelectItem("blocked", "🔴 Blocked")
+statusOoo = SelectItem("ooo", "🟡 Out of Office")
+
+yesterdayField = FormControl("What did you accomplish yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Completed user auth flow refactoring...", 2)
+
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Fixing edge cases in token refresh...", 2)
+
+blockerField = FormControl("Any blockers?", blockerInput, "Leave empty if none")
+blockerInput = Input("blockers", "None")
+
+submitButtons = Buttons([submitBtn, draftBtn])
+submitBtn = Button("Post Update", null, "primary")
+draftBtn = Button("Save Draft", null, "secondary")
+
+followUps = FollowUpBlock([followUp1, followUp2])
+followUp1 = FollowUpItem("Nudge missing teammates")
+followUp2 = FollowUpItem("View yesterday's standup summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..045f6551d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-standup__r4.txt
@@ -0,0 +1,53 @@
+root = Card([header, dateTag, missingCallout, blockedSection, teamList, formSection, followUps], "card", "column", "l")
+
+header = CardHeader("Async Daily Standup", "Engineering & Product Team")
+dateTag = Tag("Today: Thursday, Oct 24", "calendar", "md", "info")
+
+missingCallout = Callout("warning", "3 Updates Missing", "Waiting for updates from Alex, Sarah, and David. Daily deadline is 10:00 AM EST.")
+
+blockedSection = TextCallout("danger", "🚨 Teammates Blocked (1)", "Marcus is blocked on API rate limits for the payments integration. Needs Ops team review.")
+
+teamList = ListBlock([item1, item2, item3, item4, item5])
+
+item1 = ListItem("Marcus Chen — Frontend Lead", "Yesterday: Finished UI specs. Today: Integrating Stripe SDK. Blocked: Waiting on API rate limit increase.", [avatar1])
+avatar1 = "https://picsum.photos/seed/marcus/100/100"
+
+item2 = ListItem("Elena Rostova — Product Designer", "Yesterday: Finalized checkout flow. Today: Design review for mobile navigation. No blockers.", [avatar2])
+avatar2 = "https://picsum.photos/seed/elena/100/100"
+
+item3 = ListItem("Devon Vance — Backend Engineer", "Yesterday: Optimized DB queries. Today: Refactoring auth middleware. No blockers.", [avatar3])
+avatar3 = "https://picsum.photos/seed/devon/100/100"
+
+item4 = ListItem("Priya Patel — QA Lead", "Yesterday: Regression testing v2.4. Today: Writing E2E tests for checkout. No blockers.", [avatar4])
+avatar4 = "https://picsum.photos/seed/priya/100/100"
+
+item5 = ListItem("Aisha Khan — DevOps", "Yesterday: Upgraded K8s cluster. Today: CI/CD pipeline pipeline improvements. No blockers.", [avatar5])
+avatar5 = "https://picsum.photos/seed/aisha/100/100"
+
+formSection = SectionBlock([formSectionItem], false)
+formSectionItem = SectionItem("post-update", "📝 Post Your Update", [standupForm])
+
+standupForm = Form("standup-submit", formActions, [yesterdayField, todayField, blockerField, statusField])
+
+yesterdayField = FormControl("What did you do yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Completed user profile API endpoints...", 2)
+
+todayField = FormControl("What will you do today?", todayInput)
+todayInput = TextArea("today", "Working on unit tests and documentation...", 2)
+
+blockerField = FormControl("Are you blocked?", blockerInput, "Leave blank if no blockers")
+blockerInput = Input("blockers", "None")
+
+statusField = FormControl("Current Status", statusSelect)
+statusSelect = Select("status", [optClear, optBlocked, optOoo], "Select status")
+optClear = SelectItem("clear", "🟢 Working smoothly")
+optBlocked = SelectItem("blocked", "🔴 Blocked")
+optOoo = SelectItem("ooo", "🟡 Out of Office / AFK")
+
+formActions = Buttons([submitBtn, draftBtn])
+submitBtn = Button("Submit Standup", null, "primary")
+draftBtn = Button("Save Draft", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("Nudge missing updates")
+f2 = FollowUpItem("View yesterday's standup summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..8a7c5a6d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r1.txt
@@ -0,0 +1,28 @@
+root = Card([header, warningAlert, searchField, inventoryTable, followUps])
+
+header = CardHeader("Low Inventory Warning", "Items requiring immediate reorder or replenishment")
+
+warningAlert = Callout("warning", "Automatic Low Stock Trigger", "Warning threshold is currently set to 15 units. Items at or below this level are flagged below.")
+
+searchField = FormControl("Search Inventory", searchInput, "Filter items by SKU, product name, or category")
+searchInput = Input("item_search", "Search by name, SKU, or category...", "text")
+
+inventoryTable = Table([skuCol, nameCol, categoryCol, stockCol, statusCol, reorderCol])
+
+skuCol = Col("SKU", ["PRD-00124", "PRD-00892", "PRD-00311", "PRD-00543", "PRD-00915"])
+nameCol = Col("Product Name", ["Wireless Ergonomic Mouse", "USB-C Mechanical Keyboard", "27\" 4K Monitor Stand", "Noise-Canceling Headphones", "Braided Charging Cable 6ft"])
+categoryCol = Col("Category", ["Peripherals", "Peripherals", "Accessories", "Audio", "Accessories"])
+stockCol = Col("Remaining Units", [3, 5, 8, 11, 14])
+statusCol = Col("Status", ["Critical (3)", "Critical (5)", "Low (8)", "Low (11)", "Low (14)"])
+reorderCol = Col("Quick Reorder", [reorder1, reorder2, reorder3, reorder4, reorder5])
+
+reorder1 = Button("Reorder Mouse", null, "primary", "normal", "small")
+reorder2 = Button("Reorder Keyboard", null, "primary", "normal", "small")
+reorder3 = Button("Reorder Stand", null, "secondary", "normal", "small")
+reorder4 = Button("Reorder Headphones", null, "secondary", "normal", "small")
+reorder5 = Button("Reorder Cable", null, "secondary", "normal", "small")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Adjust low-stock warning threshold")
+fu2 = FollowUpItem("View recent purchase orders")
+fu3 = FollowUpItem("Export low stock report to CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..429a5c482
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r2.txt
@@ -0,0 +1,33 @@
+root = Card([header, warningAlert, thresholdInfo, searchSection, inventoryTable, followUp])
+
+header = CardHeader("Low Inventory Warning", "Items requiring immediate reorder attention")
+
+warningAlert = Callout("warning", "Stock Alert Action Required", "5 items have dropped below their reorder threshold. Review and trigger restocking orders below.")
+
+thresholdInfo = TextCallout("info", "Warning Threshold Policy", "System automatically flags items with stock levels under 15 units or less than 3 days of forecasted supply.")
+
+searchSection = Form("search-form", searchButtons, [searchInputField, statusFilterField])
+searchInputField = FormControl("Search Inventory", searchInput, "Search by SKU, item name, or category")
+searchInput = Input("search_query", "e.g., Wireless Mouse, SKU-1092...")
+statusFilterField = FormControl("Category Filter", statusSelect)
+statusSelect = Select("category_filter", [catAll, catElectronics, catOffice, catAccessories], "Select Category")
+catAll = SelectItem("all", "All Categories")
+catElectronics = SelectItem("electronics", "Electronics")
+catOffice = SelectItem("office", "Office Supplies")
+catAccessories = SelectItem("accessories", "Accessories")
+searchButtons = Buttons([searchBtn, resetBtn])
+searchBtn = Button("Filter Items", null, "primary")
+resetBtn = Button("Clear Filters", null, "tertiary")
+
+inventoryTable = Table([colSku, colItem, colCategory, colStock, colThreshold, colAction])
+colSku = Col("SKU", ["SKU-8821", "SKU-4029", "SKU-1194", "SKU-7730", "SKU-3302"])
+colItem = Col("Item Name", ["Ergonomic Mechanical Keyboard", "27\" 4K USB-C Monitor", "Wireless Noise-Canceling Headset", "USB-C Multi-Port Hub", "Vertical Ergonomic Mouse"])
+colCategory = Col("Category", ["Electronics", "Electronics", "Electronics", "Accessories", "Accessories"])
+colStock = Col("Remaining Units", ["3 units", "5 units", "8 units", "11 units", "14 units"])
+colThreshold = Col("Warning Threshold", ["15 units", "10 units", "20 units", "15 units", "15 units"])
+colAction = Col("Reorder Action", ["Reorder (50 units)", "Reorder (20 units)", "Reorder (40 units)", "Reorder (100 units)", "Reorder (60 units)"])
+
+followUp = FollowUpBlock([suggestBulk, suggestThreshold, suggestHistory])
+suggestBulk = FollowUpItem("Reorder all critical low-stock items at once")
+suggestThreshold = FollowUpItem("Adjust global low-inventory warning threshold")
+suggestHistory = FollowUpItem("View recent purchase order history")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..01d60b3b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r3.txt
@@ -0,0 +1,33 @@
+root = Card([header, warningAlert, thresholdInfo, searchSection, inventoryTable, followUp])
+
+header = CardHeader("Low Inventory Alerts", "Manage stock levels and replenish depleted inventory")
+
+warningAlert = Callout("warning", "Stock Action Required", "5 items have fallen below safety thresholds and require immediate reordering.")
+
+thresholdInfo = TextCallout("info", "Automatic Alert Threshold", "Items trigger a low-stock warning when inventory drops below 15 units (or custom reorder point).")
+
+searchSection = Form("search-form", searchButtons, [searchInputControl, categorySelectControl])
+searchInputControl = FormControl("Search Inventory", searchInput, "Search by SKU, product name, or location")
+searchInput = Input("search_query", "e.g., Ergonomic Chair or SKU-8492")
+categorySelectControl = FormControl("Filter Category", categorySelect)
+categorySelect = Select("category_filter", [catAll, catFurniture, catElectronics, catOffice], "All Categories")
+catAll = SelectItem("all", "All Categories")
+catFurniture = SelectItem("furniture", "Furniture")
+catElectronics = SelectItem("electronics", "Electronics & Accessories")
+catOffice = SelectItem("office", "Office Supplies")
+searchButtons = Buttons([searchBtn, resetBtn])
+searchBtn = Button("Filter Items", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+
+inventoryTable = Table([skuCol, itemCol, categoryCol, stockCol, statusCol, actionCol])
+skuCol = Col("SKU", ["SKU-1082", "SKU-4920", "SKU-3104", "SKU-8821", "SKU-5542"])
+itemCol = Col("Item Name", ["Ergonomic Desk Chair", "Wireless Bluetooth Headset", "USB-C Multi-Port Hub", "Mechanical Keyboard", "Standing Desk Mat"])
+categoryCol = Col("Category", ["Furniture", "Electronics", "Electronics", "Electronics", "Furniture"])
+stockCol = Col("Remaining Units", ["3 units", "5 units", "8 units", "12 units", "14 units"])
+statusCol = Col("Status", ["Critical", "Critical", "Low", "Low", "Low"])
+actionCol = Col("Action", ["Reorder 50 units", "Reorder 30 units", "Reorder 40 units", "Reorder 25 units", "Reorder 20 units"])
+
+followUp = FollowUpBlock([suggestBulk, suggestThreshold, suggestHistory])
+suggestBulk = FollowUpItem("Reorder all critical items")
+suggestThreshold = FollowUpItem("Adjust safety threshold levels")
+suggestHistory = FollowUpItem("View recent purchase order history")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..7093e9548
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-stock__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, warningAlert, thresholdInfo, searchSection, inventoryTable, followUp])
+
+header = CardHeader("Low Inventory Alerts", "Manage reorders and critical stock thresholds")
+
+warningAlert = Callout("warning", "Stock Alert", "5 items have fallen below their minimum safety thresholds and require immediate reorders.")
+
+thresholdInfo = Card([thresholdHeader, thresholdDetails], "sunk", "column", "s")
+thresholdHeader = Heading("Threshold Policy", "h4")
+thresholdDetails = TextContent("Default safety threshold is set to **15 units** for general inventory and **25 units** for high-demand electronics. Items falling below these limits trigger automated reorder suggestions.")
+
+searchSection = Form("searchForm", searchButtons, [searchInputControl])
+searchInputControl = FormControl("Search Stock Items", searchInput, "Filter by SKU, item name, or category")
+searchInput = Input("searchQuery", "e.g., Wireless Mouse or SKU-1092...")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search", null, "primary", "normal", "small")
+clearBtn = Button("Clear", null, "tertiary", "normal", "small")
+
+inventoryTable = Table([skuCol, nameCol, categoryCol, currentStockCol, thresholdCol, actionCol])
+skuCol = Col("SKU", ["SKU-8821", "SKU-4039", "SKU-1102", "SKU-9942", "SKU-3321"])
+nameCol = Col("Item Name", ["Ergonomic Mechanical Keyboard", "UltraWide 34\" Monitor", "USB-C Multi-Port Hub", "Wireless Noise-Canceling Headphones", "Vertical Wireless Mouse"])
+categoryCol = Col("Category", ["Peripherals", "Monitors", "Accessories", "Audio", "Peripherals"])
+currentStockCol = Col("Remaining Units", [4, 2, 8, 11, 5], "number")
+thresholdCol = Col("Warning Threshold", [15, 10, 25, 20, 15], "number")
+actionCol = Col("Action", ["Reorder 50 units", "Reorder 20 units", "Reorder 100 units", "Reorder 40 units", "Reorder 60 units"], "action")
+
+followUp = FollowUpBlock([suggest1, suggest2, suggest3])
+suggest1 = FollowUpItem("Adjust global inventory thresholds")
+suggest2 = FollowUpItem("View pending purchase orders")
+suggest3 = FollowUpItem("Export low stock report to CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r1.txt
new file mode 100644
index 000000000..a4497161b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, kpis, filterControl, ticketTable, actions, suggestions], "card", "column", "m")
+
+header = CardHeader("Support Lead Dashboard", "Morning Overview & Queue Management")
+
+kpis = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Metric", ["Open Tickets", "Avg First-Response Time", "Unassigned Escalations", "CSAT This Week"])
+valueCol = Col("Current", ["42", "14 min", "3", "94.8%"])
+statusCol = Col("Target / Trend", ["< 50 (In Range)", "< 15 min (On Track)", "0 (Requires Action)", "90% Goal"])
+
+filterControl = Form("filter-form", filterButtons, [priorityFilter])
+priorityFilter = FormControl("Queue Filter", prioritySelect, "Filter queue by priority level")
+prioritySelect = Select("priority_filter", [optAll, optHigh, optUrgent, optNormal], "Show All Priorities")
+optAll = SelectItem("all", "All Priorities (42)")
+optHigh = SelectItem("high", "High Priority Only (12)")
+optUrgent = SelectItem("urgent", "Urgent Priority Only (3)")
+optNormal = SelectItem("normal", "Normal / Low Priority (27)")
+filterButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "primary", "normal", "small")
+resetFilterBtn = Button("Clear Filter", null, "tertiary", "normal", "small")
+
+ticketTable = Table([idCol, subjectCol, customerCol, priorityCol, statusTableCol, ageCol])
+idCol = Col("Ticket ID", ["#TK-8941", "#TK-8940", "#TK-8939", "#TK-8938", "#TK-8937"])
+subjectCol = Col("Subject", ["SSO Login failure across EU region", "API rate limiting returning 500 error", "Billing invoice discrepancies - Q3", "Webhook delivery delays on webhooks-2", "Request for custom SOC2 report access"])
+customerCol = Col("Customer", ["Acme Corp", "TechFlow Inc", "GlobalLogistics", "DevStudio", "FinTech Solutions"])
+priorityCol = Col("Priority", ["URGENT", "HIGH", "HIGH", "MEDIUM", "LOW"])
+statusTableCol = Col("Status", ["Open", "In Progress", "Open", "In Progress", "Pending Customer"])
+ageCol = Col("Wait Time", ["12m", "28m", "45m", "1h 10m", "2h 05m"])
+
+actions = Buttons([newTicketBtn, assignQueueBtn, exportQueueBtn])
+newTicketBtn = Button("Create New Ticket", null, "primary")
+assignQueueBtn = Button("Auto-Assign Unassigned", null, "secondary")
+exportQueueBtn = Button("Export Shift Summary", null, "tertiary")
+
+suggestions = FollowUpBlock([sug1, sug2, sug3])
+sug1 = FollowUpItem("Show high priority tickets only")
+sug2 = FollowUpItem("Assign ticket #TK-8941 to on-call engineer")
+sug3 = FollowUpItem("View first-response time trend for this week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r2.txt
new file mode 100644
index 000000000..000b03b1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, kpis, filterControl, recentTicketsTable, actionButtons, followUps], "card", "column", "l")
+header = CardHeader("Morning Support Overview", "Daily triage and operations dashboard")
+kpis = Card([openTicketsCallout, responseTimeCallout], "clear", "row", "m")
+openTicketsCallout = Callout("warning", "42 Open Tickets", "12 requiring immediate review; 5 approaching SLA limit.")
+responseTimeCallout = Callout("info", "18 min Avg First Response", "Down 4 mins compared to yesterday's average.")
+filterControl = Card([prioritySwitch], "sunk", "row", "m", "center", "between")
+prioritySwitch = SwitchGroup("priority_filter", [highPriorityOnly])
+highPriorityOnly = SwitchItem("Show High-Priority Only", "Filter list to Urgent and High priority tickets", "high_only", false)
+recentTicketsTable = Table([ticketIdCol, subjectCol, customerCol, priorityCol, statusCol])
+ticketIdCol = Col("Ticket ID", ["#TK-1024", "#TK-1023", "#TK-1022", "#TK-1021", "#TK-1020"])
+subjectCol = Col("Subject", ["SAML SSO authentication failing", "Billing invoice export error", "API Rate limit exceeded on POST", "Webhook delivery delays", "Dashboard load timeout"])
+customerCol = Col("Customer", ["Acme Corp", "TechStart Inc", "Global Logistics", "DataFlow", "Apex Holdings"])
+priorityCol = Col("Priority", ["Urgent", "High", "Medium", "High", "Low"])
+statusCol = Col("Status", ["Open", "In Progress", "Open", "Open", "Pending"])
+actionButtons = Buttons([newTicketDialog, refreshBtn])
+newTicketDialog = DialogBlock("Create New Ticket", "Create Support Ticket", "Enter ticket details to log a new support request.", newTicketForm, "default")
+newTicketForm = Form("create_ticket", formButtons, [subjectField, customerField, priorityField, descriptionField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Cannot access billing portal")
+customerField = FormControl("Customer Name", customerInput)
+customerInput = Input("customer", "e.g., Acme Corp")
+priorityField = FormControl("Priority Level", prioritySelect)
+prioritySelect = Select("priority", [prioUrgent, prioHigh, prioMedium, prioLow], "Select priority")
+prioUrgent = SelectItem("urgent", "Urgent - System Down")
+prioHigh = SelectItem("high", "High - Major Impact")
+prioMedium = SelectItem("medium", "Medium - Minor Impact")
+prioLow = SelectItem("low", "Low - General Inquiry")
+descriptionField = FormControl("Description", descriptionArea)
+descriptionArea = TextArea("description", "Describe the issue in detail...", 3)
+formButtons = Buttons([submitTicketBtn, cancelTicketBtn])
+submitTicketBtn = Button("Submit Ticket", null, "primary")
+cancelTicketBtn = Button("Cancel", null, "tertiary")
+refreshBtn = Button("Refresh Dashboard", null, "secondary")
+followUps = FollowUpBlock([followUp1, followUp2])
+followUp1 = FollowUpItem("Show SLA breach risk tickets")
+followUp2 = FollowUpItem("Assign unassigned high priority tickets")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r3.txt
new file mode 100644
index 000000000..d4acd7ea9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r3.txt
@@ -0,0 +1,46 @@
+root = Card([header, metricsGrid, recentTicketsSection, followUps])
+header = CardHeader("Morning Support Dashboard", "Daily overview, queue status, and quick actions")
+metricsGrid = Card([openTicketsCard, avgResponseCard, highPriorityCard], "clear", "row", "m", "stretch", "between")
+openTicketsCard = Card([openTicketsTitle, openTicketsValue, openTicketsBadge], "card", "column", "xs")
+openTicketsTitle = Heading("Open Tickets", "h4")
+openTicketsValue = Heading("42", "h1")
+openTicketsBadge = Badge("12 unassigned", "destructive")
+avgResponseCard = Card([avgResponseTitle, avgResponseValue, avgResponseBadge], "card", "column", "xs")
+avgResponseTitle = Heading("Avg First Response", "h4")
+avgResponseValue = Heading("14m", "h1")
+avgResponseBadge = Badge("2m faster than target", "secondary")
+highPriorityCard = Card([highPriorityTitle, highPriorityValue, filterHighBtn], "card", "column", "xs")
+highPriorityTitle = Heading("High Priority", "h4")
+highPriorityValue = Heading("5", "h1")
+filterHighBtn = Button("Filter High Priority", null, "tertiary", "normal", "small")
+recentTicketsSection = Card([ticketsHeaderRow, ticketsTable], "sunk", "column", "m")
+ticketsHeaderRow = Card([ticketsHeading, newTicketDrawer], "clear", "row", "none", "center", "between")
+ticketsHeading = Heading("5 Most Recent Tickets", "h3")
+newTicketDrawer = DrawerBlock("Open New Ticket", "Create Support Ticket", "Submit a new request directly to the support queue", newTicketForm)
+newTicketForm = Form("create-ticket", formButtons, [subjectField, customerField, priorityField, descriptionField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g. Cannot access dashboard")
+customerField = FormControl("Customer Email", customerInput)
+customerInput = Input("customer_email", "customer@company.com", "email")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [prioLow, prioMed, prioHigh, prioUrgent], "Select priority level")
+prioLow = SelectItem("low", "Low")
+prioMed = SelectItem("medium", "Medium")
+prioHigh = SelectItem("high", "High")
+prioUrgent = SelectItem("urgent", "Urgent")
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Describe the issue in detail...", 4)
+formButtons = Buttons([submitTicketBtn, cancelTicketBtn])
+submitTicketBtn = Button("Submit Ticket", null, "primary")
+cancelTicketBtn = Button("Cancel", null, "tertiary")
+ticketsTable = Table([colId, colSubject, colCustomer, colPriority, colStatus, colCreated])
+colId = Col("Ticket ID", ["#TK-2049", "#TK-2048", "#TK-2047", "#TK-2046", "#TK-2045"])
+colSubject = Col("Subject", ["SSO Authentication Failing", "Billing Invoice Discrepancy", "API Rate Limit Exceeded", "Export to CSV Error", "Webhook Notification Lag"])
+colCustomer = Col("Customer", ["Acme Corp", "Starlight Media", "Nexus Tech", "Global Logistics", "Apex Software"])
+colPriority = Col("Priority", ["High", "High", "Medium", "Low", "High"])
+colStatus = Col("Status", ["Open", "Open", "Open", "Open", "Open"])
+colCreated = Col("Created", ["12m ago", "28m ago", "45m ago", "1h ago", "1h 15m ago"])
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show high priority tickets only")
+f2 = FollowUpItem("Assign unassigned tickets")
+f3 = FollowUpItem("View SLA breach alerts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r4.txt
new file mode 100644
index 000000000..d82fbf413
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b2-support__r4.txt
@@ -0,0 +1,35 @@
+root = Card([header, kpis, filterButtons, ticketTable, followUps])
+header = CardHeader("Support Lead Dashboard", "Morning Overview & Ticket Queue")
+kpis = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Metric", ["Open Tickets", "Avg First-Response Time", "CSAT Score", "SLA Compliance"])
+kpiValue = Col("Current Value", ["42", "18 mins", "94.2%", "98.5%"])
+kpiStatus = Col("Status", ["+4 vs yesterday", "-3 mins (improving)", "On target", "Within Goal"])
+filterButtons = Buttons([filterAll, filterHigh, newTicketDialog])
+filterAll = Button("All Open (42)")
+filterHigh = Button("High Priority Only (8)", null, "secondary")
+newTicketDialog = DialogBlock("Create New Ticket", "New Support Ticket", "Fill out the details below to open a new support request.", newTicketForm, "default")
+newTicketForm = Form("create_ticket", formActions, [subjectField, requesterField, priorityField, descriptionField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+requesterField = FormControl("Requester Email", requesterInput)
+requesterInput = Input("requester", "customer@company.com", "email")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pLow, pMed, pHigh, pUrgent], "Select priority")
+pLow = SelectItem("low", "Low")
+pMed = SelectItem("medium", "Medium")
+pHigh = SelectItem("high", "High")
+pUrgent = SelectItem("urgent", "Urgent")
+descriptionField = FormControl("Description", descriptionInput, "Provide full context or steps to reproduce")
+descriptionInput = TextArea("description", "Describe the issue...", 4)
+formActions = Buttons([submitTicketBtn])
+submitTicketBtn = Button("Submit Ticket", null, "primary")
+ticketTable = Table([ticketId, ticketSubject, ticketRequester, ticketPriority, ticketAge])
+ticketId = Col("Ticket ID", ["#TK-2049", "#TK-2048", "#TK-2047", "#TK-2046", "#TK-2045"])
+ticketSubject = Col("Subject", ["SSO authentication failure on login", "Webhook payload delivery timeouts", "Billing invoice export broken", "Add new seats to Enterprise plan", "API rate limit clarification"])
+ticketRequester = Col("Requester", ["alex@acme.corp", "dev@techflow.io", "finance@globex.com", "ops@apex.co", "engineering@datax.com"])
+ticketPriority = Col("Priority", ["Urgent", "High", "High", "Medium", "Low"])
+ticketAge = Col("Age", ["12m", "24m", "45m", "1h 10m", "1h 35m"])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show unassigned tickets only")
+fu2 = FollowUpItem("View SLA breach warnings")
+fu3 = FollowUpItem("Generate weekly response time report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..f34734272
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r1.txt
@@ -0,0 +1,48 @@
+root = Card([header, metricsGrid, currentFocus, apptsSection, checkInDrawer, followUp], "card", "column", "l")
+header = CardHeader("Clinic Receptionist Dashboard", "Dr. Smith Family Practice • Main Clinic")
+metricsGrid = Card([metric1, metric2, metric3], "sunk", "row", "m", "stretch", "between")
+metric1 = Card([m1Title, m1Val, m1Sub], "clear", "column", "xs")
+m1Title = Heading("Expected Today", "h4")
+m1Val = Heading("28 Patients", "h2")
+m1Sub = Badge("8 Checked In", "secondary")
+metric2 = Card([m2Title, m2Val, m2Sub], "clear", "column", "xs")
+m2Title = Heading("Monthly No-Show Rate", "h4")
+m2Val = Heading("4.2%", "h2")
+m2Sub = Badge("-1.1% vs last month", "outline")
+metric3 = Card([m3Title, m3Val, m3Sub], "clear", "column", "xs")
+m3Title = Heading("Room Availability", "h4")
+m3Val = Heading("3 Free Now", "h2")
+m3Sub = TagBlock(["Room 102", "Room 105", "Room 108"])
+currentFocus = Callout("info", "NEXT PATIENT TO CALL", "Room 101 • Sarah Jenkins • 09:15 AM (Routine Checkup)")
+apptsSection = Card([dateNav, apptTable], "card", "column", "m")
+dateNav = Card([prevBtn, currentDate, nextBtn], "clear", "row", "m", "center", "between")
+prevBtn = Button("← Previous Day", null, "tertiary", "normal", "small")
+currentDate = Heading("Today: Thursday, Oct 24", "h3")
+nextBtn = Button("Next Day →", null, "tertiary", "normal", "small")
+apptTable = Table([colTime, colPatient, colDoctor, colRoom, colStatus])
+colTime = Col("Time", ["08:30 AM", "08:45 AM", "09:00 AM", "09:15 AM", "09:30 AM", "10:00 AM", "10:15 AM"])
+colPatient = Col("Patient Name", ["John Doe", "Alice Smith", "Robert Johnson", "Sarah Jenkins", "Michael Brown", "Emily Davis", "David Wilson"])
+colDoctor = Col("Provider", ["Dr. Smith", "Dr. Adams", "Dr. Smith", "Dr. Smith", "Dr. Adams", "Dr. Smith", "Dr. Adams"])
+colRoom = Col("Room Assignment", ["Room 101", "Room 103", "Room 104", "Room 101", "Pending", "Pending", "Pending"])
+colStatus = Col("Status", ["Completed", "Completed", "In Progress", "Next Up", "Checked In", "Scheduled", "Scheduled"])
+checkInDrawer = DrawerBlock("Quick Check-In Patient", "Patient Check-In Form", "Search and confirm arrival details", checkInForm)
+checkInForm = Form("checkin_form", formButtons, [patientNameField, arrivalTimeField, roomSelectField, notesField])
+patientNameField = FormControl("Patient Name", patientInput)
+patientInput = Input("patient_name", "Search by name or DOB...")
+arrivalTimeField = FormControl("Arrival Time", timeInput)
+timeInput = Input("arrival_time", "09:15 AM")
+roomSelectField = FormControl("Assign Room", roomSelect)
+roomSelect = Select("assigned_room", [room102, room105, room108, roomWaiting], "Select available room")
+room102 = SelectItem("102", "Room 102 (Available)")
+room105 = SelectItem("105", "Room 105 (Available)")
+room108 = SelectItem("108", "Room 108 (Available)")
+roomWaiting = SelectItem("waiting", "Waiting Room / Reception")
+notesField = FormControl("Reception Notes", notesInput)
+notesInput = TextArea("notes", "e.g., Updated insurance card, needs co-pay receipt", 2)
+formButtons = Buttons([submitCheckIn, cancelCheckIn])
+submitCheckIn = Button("Confirm Check-In", null, "primary")
+cancelCheckIn = Button("Cancel", null, "tertiary")
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Call next patient")
+fu2 = FollowUpItem("View doctor schedules")
+fu3 = FollowUpItem("Print day summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..3fa99d42a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r2.txt
@@ -0,0 +1,78 @@
+root = Card([header, metricsGrid, currentAlert, mainTabs, followUp])
+
+header = CardHeader("Clinic Receptionist Dashboard", "Today's Schedule & Room Management")
+
+metricsGrid = Table([metricCol, valueCol, detailCol])
+metricCol = Col("Overview Metric", ["Expected Patients", "Monthly No-Show Rate", "Available Rooms"])
+valueCol = Col("Current Value", ["28 Patients", "4.2%", "3 Rooms Free"])
+detailCol = Col("Status Details", ["8 Checked In • 4 Completed", "1.1% lower than last month", "Rooms 102, 105, 108 ready"])
+
+currentAlert = Callout("info", "Next Patient to Call", "Sarah Jenkins (09:15 AM) - Dr. Aris Thorne (Exam Room 102) • Status: Ready")
+
+mainTabs = Tabs([scheduleTab, checkInTab, roomTab, navigationTab])
+
+scheduleTab = TabItem("schedule", "Today's Appointments", [scheduleHeader, scheduleTable])
+scheduleHeader = Heading("Scheduled Appointments", "h3")
+scheduleTable = Table([timeCol, patientCol, doctorCol, roomCol, statusCol])
+timeCol = Col("Time", ["08:30 AM", "09:00 AM", "09:15 AM", "09:45 AM", "10:15 AM", "10:45 AM", "11:15 AM"])
+patientCol = Col("Patient Name", ["Marcus Vance", "Elena Rostova", "Sarah Jenkins", "David Kim", "Amanda Lewis", "Robert Chen", "Emily Watson"])
+doctorCol = Col("Provider", ["Dr. Thorne", "Dr. Vance", "Dr. Thorne", "Dr. Patel", "Dr. Vance", "Dr. Thorne", "Dr. Patel"])
+roomCol = Col("Room", ["Room 101", "Room 103", "Room 102", "Room 104", "Unassigned", "Unassigned", "Unassigned"])
+statusCol = Col("Status", ["Completed", "In Progress", "Checked In", "Waiting", "Confirmed", "Confirmed", "Confirmed"])
+
+checkInTab = TabItem("checkin", "Patient Check-In", [checkInForm])
+checkInForm = Form("checkin-form", checkInButtons, [patientSelectField, arrivalTimeField, roomSelectField, notesField])
+patientSelectField = FormControl("Select Patient", patientSelect, "Choose patient from today's roster")
+patientSelect = Select("patient_id", [p1, p2, p3], "Select patient...")
+p1 = SelectItem("p1", "Amanda Lewis (10:15 AM)")
+p2 = SelectItem("p2", "Robert Chen (10:45 AM)")
+p3 = SelectItem("p3", "Emily Watson (11:15 AM)")
+
+arrivalTimeField = FormControl("Arrival Time", arrivalInput)
+arrivalInput = Input("arrival_time", "10:02 AM")
+
+roomSelectField = FormControl("Assign Room", roomSelect)
+roomSelect = Select("room_id", [r102, r105, r108, rWait], "Select available location")
+r102 = SelectItem("102", "Room 102 (Clean/Ready)")
+r105 = SelectItem("105", "Room 105 (Clean/Ready)")
+r108 = SelectItem("108", "Room 108 (Clean/Ready)")
+rWait = SelectItem("waiting", "Main Waiting Area")
+
+notesField = FormControl("Reception Notes", notesInput, "Insurance verified, copay paid, etc.")
+notesInput = TextArea("notes", "Copay collected ($20). Intake forms completed online.", 2)
+
+checkInButtons = Buttons([confirmCheckInBtn, printBadgeBtn])
+confirmCheckInBtn = Button("Complete Check-In", null, "primary")
+printBadgeBtn = Button("Print Wristband", null, "secondary")
+
+roomTab = TabItem("rooms", "Room Status", [roomHeader, roomList])
+roomHeader = Heading("Exam Room Availability", "h3")
+roomList = ListBlock([rm101, rm102, rm103, rm104, rm105, rm106, rm107, rm108])
+rm101 = ListItem("Room 101 - Occupied", "Dr. Aris Thorne • Patient: Marcus Vance (Finishing wrap-up)")
+rm102 = ListItem("Room 102 - Available (Ready)", "Cleaned & Sanitized • Assigned to Sarah Jenkins")
+rm103 = ListItem("Room 103 - Occupied", "Dr. Elena Vance • Patient: Elena Rostova")
+rm104 = ListItem("Room 104 - Reserved", "Preparing for David Kim (09:45 AM)")
+rm105 = ListItem("Room 105 - Available (Ready)", "Cleaned & Sanitized • Open for assignment")
+rm106 = ListItem("Room 106 - Maintenance", "Scheduled deep cleaning until 11:00 AM")
+rm107 = ListItem("Room 107 - Occupied", "Dr. Rajiv Patel • Procedure in progress")
+rm108 = ListItem("Room 108 - Available (Ready)", "Cleaned & Sanitized • Open for assignment")
+
+navigationTab = TabItem("navigation", "Change Date", [dateHeader, dateForm])
+dateHeader = Heading("Navigate Schedule Date", "h3")
+dateForm = Form("date-picker-form", dateButtons, [dateSelectField, viewTypeField])
+dateSelectField = FormControl("Select Date", datePicker)
+datePicker = DatePicker("schedule_date", "single")
+
+viewTypeField = FormControl("Schedule View", viewRadio)
+viewRadio = RadioGroup("view_type", [viewDay, viewWeek], "day")
+viewDay = RadioItem("Day View", "Detailed hour-by-hour receptionist view", "day")
+viewWeek = RadioItem("Week Overview", "High-level provider capacity view", "week")
+
+dateButtons = Buttons([loadDateBtn, todayBtn])
+loadDateBtn = Button("Go to Selected Date", null, "primary")
+todayBtn = Button("Return to Today", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Call next ready patient to Room 102")
+f2 = FollowUpItem("View afternoon schedule breakdown")
+f3 = FollowUpItem("Print daily appointment summary report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..5f7eea578
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r3.txt
@@ -0,0 +1,68 @@
+root = Card([header, metricsGrid, checkInSection, appointmentsTabs, followUp])
+
+header = CardHeader("Front Desk Daily View", "Today's Schedule, Room Status & Quick Actions")
+
+metricsGrid = SectionBlock([metricsSection, roomStatusSection], false)
+
+metricsSection = SectionItem("metrics", "Today's Overview & Key Metrics", [kpiCallout, kpisTable])
+kpiCallout = Callout("info", "Next Patient Called", "Eleanor Vance — Room 102 (Dr. Smith) — 09:30 AM")
+kpisTable = Table([kpiLabelCol, kpiValueCol])
+kpiLabelCol = Col("Metric", ["Expected Patients Today", "No-Show Rate (This Month)", "Checked-In Rate Today"])
+kpiValueCol = Col("Value", ["24 Patients", "4.2% (Below target)", "33% (8 of 24)"])
+
+roomStatusSection = SectionItem("rooms", "Current Room Availability", [roomStatusText, roomTable])
+roomStatusText = TextContent("Real-time occupancy status across primary exam rooms:", "small")
+roomTable = Table([roomCol, statusCol, doctorCol])
+roomCol = Col("Room", ["Room 101", "Room 102", "Room 103", "Room 104", "Room 105"])
+statusCol = Col("Status", ["Available", "Occupied", "Available", "Occupied", "Available"])
+doctorCol = Col("Assigned To", ["Unassigned", "Dr. Smith", "Unassigned", "Dr. Patel", "Unassigned"])
+
+checkInSection = CardHeader("Quick Patient Check-In", "Process arriving patients or jump to date")
+checkInForm = Form("checkin-form", formActions, [patientNameField, appointmentTimeField, assignRoomField])
+
+patientNameField = FormControl("Patient Name", patientInput, "Search by first or last name")
+patientInput = Input("patient_name", "e.g., John Doe")
+
+appointmentTimeField = FormControl("Appointment Time", timeSelect)
+timeSelect = Select("app_time", [t1, t2, t3, t4, t5], "Select scheduled slot")
+t1 = SelectItem("09:00", "09:00 AM - Marcus Aurelius")
+t2 = SelectItem("09:30", "09:30 AM - Eleanor Vance")
+t3 = SelectItem("10:00", "10:00 AM - Sophia Loren")
+t4 = SelectItem("10:30", "10:30 AM - Arthur Pendelton")
+t5 = SelectItem("11:00", "11:00 AM - Clara Oswald")
+
+assignRoomField = FormControl("Assign Exam Room", roomSelect)
+roomSelect = Select("assigned_room", [r101, r103, r105], "Select open room")
+r101 = SelectItem("101", "Room 101 (Free)")
+r103 = SelectItem("103", "Room 103 (Free)")
+r105 = SelectItem("105", "Room 105 (Free)")
+
+datePickerField = FormControl("Change View Date", dateNav)
+dateNav = DatePicker("schedule_date")
+
+formActions = Buttons([checkInBtn, changeDateBtn])
+checkInBtn = Button("Check In Patient", null, "primary")
+changeDateBtn = Button("Go to Selected Date", null, "secondary")
+
+appointmentsTabs = Tabs([morningTab, afternoonTab])
+
+morningTab = TabItem("morning", "Morning Schedule (8 AM - 12 PM)", [morningTable])
+morningTable = Table([mTimeCol, mPatientCol, mProviderCol, mTypeCol, mStatusCol])
+mTimeCol = Col("Time", ["08:30 AM", "09:00 AM", "09:30 AM", "10:00 AM", "10:30 AM", "11:15 AM"])
+mPatientCol = Col("Patient Name", ["James Wilson", "Marcus Aurelius", "Eleanor Vance", "Sophia Loren", "Arthur Pendelton", "Clara Oswald"])
+mProviderCol = Col("Provider", ["Dr. Smith", "Dr. Patel", "Dr. Smith", "Dr. Jones", "Dr. Patel", "Dr. Smith"])
+mTypeCol = Col("Visit Type", ["Annual Physical", "Follow-up", "Consultation", "Routine Check", "Lab Results", "New Patient"])
+mStatusCol = Col("Status", ["Completed", "Checked In", "Calling Next", "Waiting", "Waiting", "Scheduled"])
+
+afternoonTab = TabItem("afternoon", "Afternoon Schedule (1 PM - 5 PM)", [afternoonTable])
+afternoonTable = Table([aTimeCol, aPatientCol, aProviderCol, aTypeCol, aStatusCol])
+aTimeCol = Col("Time", ["01:00 PM", "01:30 PM", "02:15 PM", "03:00 PM", "03:45 PM", "04:30 PM"])
+aPatientCol = Col("Patient Name", ["Robert Chen", "Emily Watson", "David Miller", "Hannah Abbott", "George Clark", "Linda Martinez"])
+aProviderCol = Col("Provider", ["Dr. Jones", "Dr. Smith", "Dr. Patel", "Dr. Jones", "Dr. Smith", "Dr. Patel"])
+aTypeCol = Col("Visit Type", ["Follow-up", "Vaccination", "Consultation", "Annual Physical", "Urgent Care", "Follow-up"])
+aStatusCol = Col("Status", ["Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Call next patient (Sophia Loren)")
+f2 = FollowUpItem("Print today's end-of-day summary")
+f3 = FollowUpItem("View tomorrow's appointment list")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..939dd8de1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-clinic__r4.txt
@@ -0,0 +1,62 @@
+root = Card([header, metricsGrid, currentAlert, mainContent, checkInForm, followUp], "card", "column", "l")
+
+header = CardHeader("Receptionist Dashboard", "Dr. Alex Taylor's Clinic — Daily View")
+
+metricsGrid = Table([mMetric, mValue, mDetail])
+mMetric = Col("KPI", ["Expected Today", "Monthly No-Show Rate", "Free Rooms Now"])
+mValue = Col("Value", ["18 Patients", "4.2%", "3 Available"])
+mDetail = Col("Status", ["12 Arrived, 2 Checked-in, 4 Pending", "Down 1.1% from last month", "Rooms 102, 104, 105"])
+
+currentAlert = Callout("info", "Next Patient Called", "Marcus Vance — Scheduled for 10:30 AM with Dr. Taylor (Room 101)")
+
+mainContent = SectionBlock([apptsSection, roomsSection, dateNavSection])
+
+apptsSection = SectionItem("appts", "Today's Schedule & Appointments", [apptTable])
+apptTable = Table([aTime, aPatient, aDoctor, aStatus, aRoom])
+aTime = Col("Time", ["09:00 AM", "09:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM"])
+aPatient = Col("Patient Name", ["Sarah Jenkins", "David Miller", "Elena Rostova", "Marcus Vance", "Chloe Bennett", "James Wilson"])
+aDoctor = Col("Provider", ["Dr. Taylor", "Dr. Taylor", "Dr. Smith", "Dr. Taylor", "Dr. Smith", "Dr. Taylor"])
+aStatus = Col("Status", ["Completed", "Completed", "Checked-In", "Called In", "Expected", "Expected"])
+aRoom = Col("Room", ["Room 101", "Room 101", "Waiting Area", "Room 101", "Unassigned", "Unassigned"])
+
+roomsSection = SectionItem("rooms", "Room Availability Overview", [roomStatusList])
+roomStatusList = ListBlock([r101, r102, r103, r104, r105])
+r101 = ListItem("Room 101 — Occupied", "In Use: Marcus Vance (Dr. Taylor)")
+r102 = ListItem("Room 102 — Free", "Available for immediate assignment")
+r103 = ListItem("Room 103 — Occupied", "In Use: Elena Rostova (Dr. Smith)")
+r104 = ListItem("Room 104 — Free", "Sanitized & Available")
+r105 = ListItem("Room 105 — Free", "Sanitized & Available")
+
+dateNavSection = SectionItem("dateNav", "Navigate Schedule Date", [datePickerForm])
+datePickerForm = Form("date-picker-form", dateNavButtons, [dateField])
+dateField = FormControl("Select Date", dateInput, "Jump to another day's schedule")
+dateInput = DatePicker("selected_date", "single")
+dateNavButtons = Buttons([prevDayBtn, todayBtn, nextDayBtn])
+prevDayBtn = Button("Previous Day", null, "secondary")
+todayBtn = Button("Today", null, "primary")
+nextDayBtn = Button("Next Day", null, "secondary")
+
+checkInForm = Form("check-in-form", formButtons, [patientSelectField, roomAssignField, arrivalTimeField])
+patientSelectField = FormControl("Patient Check-In", patientSelect, "Select patient arriving at reception")
+patientSelect = Select("patient_id", [p1, p2], "Choose patient...")
+p1 = SelectItem("chloe_b", "Chloe Bennett — 11:00 AM")
+p2 = SelectItem("james_w", "James Wilson — 11:30 AM")
+
+roomAssignField = FormControl("Assign Room", roomSelect, "Assign an available room or keep in waiting area")
+roomSelect = Select("room_id", [rmWait, rm102, rm104, rm105], "Select room")
+rmWait = SelectItem("waiting", "Waiting Area")
+rm102 = SelectItem("102", "Room 102 (Free)")
+rm104 = SelectItem("104", "Room 104 (Free)")
+rm105 = SelectItem("105", "Room 105 (Free)")
+
+arrivalTimeField = FormControl("Arrival Time Notes", timeInput)
+timeInput = Input("arrival_time", "e.g. Arrived 5 mins early", "text")
+
+formButtons = Buttons([checkInBtn, cancelBtn])
+checkInBtn = Button("Check In Patient", null, "primary")
+cancelBtn = Button("Clear Form", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Call next patient")
+f2 = FollowUpItem("Print today's schedule summary")
+f3 = FollowUpItem("View late arrivals")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r1.txt
new file mode 100644
index 000000000..03d2eb04b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r1.txt
@@ -0,0 +1,69 @@
+root = Card([header, quickActions, metricsGrid, mainTabs, followUp], "card", "column", "l")
+
+header = CardHeader("Content Studio", "Editorial dashboard & publishing workspace")
+
+quickActions = Buttons([newDraftBtn, scheduleModalBtn])
+newDraftBtn = Button("Start New Draft", null, "primary")
+scheduleModalBtn = Button("Schedule Publication", null, "secondary")
+
+metricsGrid = SectionBlock([topArticleSection, readershipSection], false)
+
+topArticleSection = SectionItem("top-article", "Most-Read Article This Month", [topArticleHeader, topArticleStats])
+topArticleHeader = TextContent("### The Future of Generative Interface Design\nPublished Oct 12 • 45.2k reads • 8.4 min avg. read time", "default")
+topArticleStats = TagBlock(["45.2k Reads", "94% Completion Rate", "1,240 Shares", "Design Systems"])
+
+readershipSection = SectionItem("readership", "Readership Over Past 30 Days (412.5k Total Reads)", [readershipChart])
+readershipChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [organicSeries, newsletterSeries, socialSeries], "natural", "Timeline", "Views")
+organicSeries = Series("Search / Organic", [45000, 52000, 61000, 58000])
+newsletterSeries = Series("Newsletter", [30000, 28000, 35000, 42000])
+socialSeries = Series("Social / Direct", [15000, 22000, 19000, 27000])
+
+mainTabs = Tabs([draftsTab, publishedTab, scheduleTab, commentsTab])
+
+draftsTab = TabItem("drafts", "Drafts (4)", [draftsFilter, draftsTable])
+draftsFilter = Form("drafts-filter", filterButtons, [categorySelect])
+categorySelect = FormControl("Filter by Category", selectCategory)
+selectCategory = Select("category", [catAll, catTech, catDesign, catCulture], "All Categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catDesign = SelectItem("design", "Design Systems")
+catCulture = SelectItem("culture", "Culture & Strategy")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "tertiary")
+
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftStatusCol, draftAuthorCol, draftUpdatedCol])
+draftTitleCol = Col("Title", ["Building Scalable Micro-frontends", "2025 AI Design Trends", "Revisiting Web Components", "Monorepo Strategy for Teams"])
+draftCategoryCol = Col("Category", ["Technology", "Design Systems", "Technology", "Culture & Strategy"])
+draftStatusCol = Col("Status", ["In Review", "Drafting", "Ready for Edit", "Outline"])
+draftAuthorCol = Col("Author", ["Alex Chen", "Sarah Jenkins", "Alex Chen", "Marcus Vance"])
+draftUpdatedCol = Col("Last Updated", ["2 hours ago", "5 hours ago", "Yesterday", "3 days ago"])
+
+publishedTab = TabItem("published", "Published This Week (3)", [publishedList])
+publishedList = ListBlock([pubItem1, pubItem2, pubItem3])
+pubItem1 = ListItem(" Mastering OpenUI Language Syntax", "Published Oct 24 • 12.4k reads • Technology", null, "View Analytics")
+pubItem2 = ListItem(" Why Design Tokens Matter in 2025", "Published Oct 22 • 8.9k reads • Design Systems", null, "View Analytics")
+pubItem3 = ListItem(" Remote Team Dynamics in Editorial Studios", "Published Oct 21 • 5.1k reads • Culture & Strategy", null, "View Analytics")
+
+scheduleTab = TabItem("schedule", "Schedule Publication", [scheduleForm])
+scheduleForm = Form("schedule-form", scheduleFormButtons, [scheduleTitleField, scheduleCatField, scheduleDateField])
+scheduleTitleField = FormControl("Article Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "e.g., Understanding Modern Compiler Architecture")
+scheduleCatField = FormControl("Category", scheduleCatSelect)
+scheduleCatSelect = Select("category", [catTech, catDesign, catCulture], "Select Category")
+scheduleDateField = FormControl("Publish Date & Time", scheduleDatePicker, "Select target date for automatic publication")
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleFormButtons = Buttons([confirmScheduleBtn, cancelScheduleBtn])
+confirmScheduleBtn = Button("Confirm Schedule", null, "primary")
+cancelScheduleBtn = Button("Save as Draft", null, "secondary")
+
+commentsTab = TabItem("comments", "Pending Comments (3)", [commentsCallout, commentsList])
+commentsCallout = Callout("info", "3 Comments Awaiting Reply", "Responding promptly increases reader engagement by up to 40%.")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("Great breakdown! Curious how this applies to legacy React codebases?", "Re: Building Scalable Micro-frontends • By David K. • 45m ago", null, "Reply")
+comment2 = ListItem("Would love to see a follow-up piece on Figma variable mapping.", "Re: Why Design Tokens Matter in 2025 • By Elena R. • 2h ago", null, "Reply")
+comment3 = ListItem("Could you expand on the monorepo tooling recommendations?", "Re: Monorepo Strategy for Teams • By Liam T. • 1d ago", null, "Reply")
+
+followUp = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show analytics for top performing articles")
+followUp2 = FollowUpItem("Review scheduled posts calendar")
+followUp3 = FollowUpItem("Manage editorial guidelines")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r2.txt
new file mode 100644
index 000000000..5a7c8ede0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r2.txt
@@ -0,0 +1,65 @@
+root = Card([header, quickActions, filterSection, metricsGrid, mainTabs])
+
+header = CardHeader("Editor's Content Studio", "Manage drafts, published stories, analytics, and reader feedback")
+
+quickActions = Buttons([newDraftBtn, scheduleBtnTrigger])
+newDraftBtn = Button("Start New Draft", null, "primary")
+
+scheduleBtnTrigger = DialogBlock("Schedule a Piece", "Schedule Article for Publication", "Set the publication title and date/time.", scheduleForm, "outline")
+scheduleForm = Form("schedule-form", scheduleButtons, [titleField, dateField, categoryField])
+titleField = FormControl("Article Title", titleInput)
+titleInput = Input("article_title", "e.g., The Future of Urban Mobility")
+dateField = FormControl("Publish Date & Time", dateInput)
+dateInput = Input("publish_date", "YYYY-MM-DD HH:MM", "text")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("article_category", [catTech, catDesign, catCulture, catBusiness], "Select category")
+catTech = SelectItem("tech", "Technology")
+catDesign = SelectItem("design", "Design")
+catCulture = SelectItem("culture", "Culture")
+catBusiness = SelectItem("business", "Business")
+scheduleButtons = Buttons([confirmScheduleBtn])
+confirmScheduleBtn = Button("Schedule Publication", null, "primary")
+
+filterSection = Card([filterLabel, categorySwitches], "sunk", "row", "m", "center")
+filterLabel = TextContent("Filter View by Category:", "small-heavy")
+categorySwitches = SwitchGroup("category_filter", [swAll, swTech, swDesign, swCulture], "clear")
+swAll = SwitchItem("All", "Show all content", "cat_all", true)
+swTech = SwitchItem("Technology", null, "cat_tech", false)
+swDesign = SwitchItem("Design", null, "cat_design", false)
+swCulture = SwitchItem("Culture", null, "cat_culture", false)
+
+metricsGrid = Card([topReadCard, readoutCard], "clear", "row", "l")
+
+topReadCard = Card([topReadHeader, topReadTitle, topReadStats, topReadBadge], "card", "column", "s")
+topReadHeader = TextContent("MOST-READ ARTICLE THIS MONTH", "small-heavy")
+topReadTitle = Heading("The Quantum Computing Revolution: What Happens Next?", "h3")
+topReadStats = TextContent("142,850 views  •  8.4 min avg. read time  •  94% completion rate", "small")
+topReadBadge = Badge("🔥 Top Performer", "secondary")
+
+readoutCard = Card([analyticsHeader, readershipChart], "card", "column", "s")
+analyticsHeader = CardHeader("Readership Over Past 30 Days", "Daily pageviews across all published content")
+readershipChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [viewsSeries], "natural", "Timeline", "Views")
+viewsSeries = Series("Pageviews", [45000, 62000, 58000, 89000])
+
+mainTabs = Tabs([draftsTab, publishedTab, commentsTab])
+
+draftsTab = TabItem("drafts", "Drafts (4)", [draftsTable])
+draftsTable = Table([draftTitleCol, draftAuthorCol, draftCatCol, draftStatusCol, draftUpdatedCol])
+draftTitleCol = Col("Title", ["AI Ethics in Modern Design", "Rethinking Remote Team Dynamics", "The Rise of Micro-Frontends", "Sustainable Architecture 2025"])
+draftAuthorCol = Col("Author", ["Elena Rostova", "Marcus Chen", "Devon Vance", "Sarah Jenkins"])
+draftCatCol = Col("Category", ["Design", "Business", "Technology", "Culture"])
+draftStatusCol = Col("Status", ["In Review", "Drafting", "Ready to Publish", "Needs Revisions"])
+draftUpdatedCol = Col("Last Updated", ["2 hours ago", "5 hours ago", "Yesterday", "3 days ago"])
+
+publishedTab = TabItem("published", "Published This Week (3)", [publishedList])
+publishedList = ListBlock([pubItem1, pubItem2, pubItem3])
+pubItem1 = ListItem("Why Minimalist UI is Evolving Again", "Published Oct 24 • 24.5k reads • Category: Design", null, "View Analytics")
+pubItem2 = ListItem("Understanding Rust for Web Developers", "Published Oct 22 • 18.2k reads • Category: Technology", null, "View Analytics")
+pubItem3 = ListItem("The Shift Toward Asynchronous Work Culture", "Published Oct 21 • 31.0k reads • Category: Business", null, "View Analytics")
+
+commentsTab = TabItem("comments", "Pending Comments (3)", [commentsCallout, commentsList])
+commentsCallout = TextCallout("info", "3 Comments Awaiting Reply", "Responding promptly increases reader engagement by 40%.")
+commentsList = ListBlock([commentItem1, commentItem2, commentItem3])
+commentItem1 = ListItem("Great points on Rust ownership! Could you expand on async lifetimes?", "By Alex R. on 'Understanding Rust for Web Developers' • 10m ago", null, "Reply")
+commentItem2 = ListItem("I disagree with point #3 about remote teams. In-person syncs are vital.", "By Claire M. on 'The Shift Toward Asynchronous Work' • 1h ago", null, "Reply")
+commentItem3 = ListItem("Would love to see a follow-up article covering concrete design examples.", "By David K. on 'Why Minimalist UI is Evolving Again' • 4h ago", null, "Reply")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r3.txt
new file mode 100644
index 000000000..ffa1c8c0f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r3.txt
@@ -0,0 +1,75 @@
+root = Card([header, mainGrid, followUps], "card", "column", "xl")
+header = CardHeader("Editor's Content Studio", "Editorial dashboard, analytics, and workflow management")
+
+mainGrid = Card([quickActions, filterSection, metricsRow, mainContentRow], "clear", "column", "l")
+
+quickActions = Buttons([newDraftBtn, scheduleModalBtn])
+newDraftBtn = Button("Start New Draft", null, "primary")
+scheduleModalBtn = Button("Schedule a Piece", null, "secondary")
+
+filterSection = Card([filterLabel, categorySelect], "sunk", "row", "m", "center")
+filterLabel = Heading("Category:", "h4")
+categorySelect = Select("category_filter", [catAll, catTech, catDesign, catCulture, catBiz], "All Categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catDesign = SelectItem("design", "Design & UX")
+catCulture = SelectItem("culture", "Culture & Ideas")
+catBiz = SelectItem("biz", "Business & Strategy")
+
+metricsRow = Card([topArticleCard, readershipChartCard], "clear", "row", "l")
+
+topArticleCard = Card([topArticleHeader, topArticleContent, topArticleStats], "sunk", "column", "m")
+topArticleHeader = Heading("Most-Read Article This Month", "h3")
+topArticleContent = TextContent("**The Architecture of Modern Web Interfaces**  \nBy *Elena Rostova* • Published Oct 12", "large")
+topArticleStats = TagBlock(["142,850 Reads", "8.4k Likes", "12 min avg read", "4.2% Conversion"])
+
+readershipChartCard = Card([chartHeader, readershipChart], "sunk", "column", "m")
+chartHeader = Heading("Readership (Past 30 Days)", "h3")
+readershipChart = LineChart(["Oct 1", "Oct 5", "Oct 10", "Oct 15", "Oct 20", "Oct 25", "Oct 30"], [viewsSeries, visitorsSeries], "natural", "Date", "Count")
+viewsSeries = Series("Page Views", [12400, 15800, 14200, 22100, 19800, 28400, 31200])
+visitorsSeries = Series("Unique Visitors", [8200, 9900, 9100, 14500, 12300, 18100, 20500])
+
+mainContentRow = Card([leftColumn, rightColumn], "clear", "row", "l")
+
+leftColumn = Card([draftsHeader, draftsTable], "clear", "column", "m")
+draftsHeader = Heading("Active Drafts", "h3")
+draftsTable = Table([draftTitleCol, draftAuthorCol, draftCategoryCol, draftStatusCol])
+draftTitleCol = Col("Title", ["Designing for Spatial Computing", "The Future of Serverless Datastores", "Ethical AI in Editorial Workflows", "Scaling Micro-frontends in 2024"])
+draftAuthorCol = Col("Author", ["Marcus Chen", "Sarah Jenkins", "Elena Rostova", "Alex Rivera"])
+draftCategoryCol = Col("Category", ["Design & UX", "Technology", "Culture & Ideas", "Technology"])
+draftStatusCol = Col("Status", ["In Review", "Drafting", "Ready to Publish", "In Review"])
+
+rightColumn = Card([publishedSection, commentsSection, scheduleDrawerSection], "clear", "column", "l")
+
+publishedSection = Card([publishedHeader, publishedList], "clear", "column", "m")
+publishedHeader = Heading("Published This Week", "h3")
+publishedList = ListBlock([pubItem1, pubItem2, pubItem3])
+pubItem1 = ListItem("10 Principles of Humane Product Design", "Published Yesterday • Tech & Design • 14.2k views")
+pubItem2 = ListItem("Why We Rebuilt Our Content Engine in Rust", "Published 3 days ago • Technology • 28.9k views")
+pubItem3 = ListItem("Navigating Executive Alignment in 2024", "Published 5 days ago • Business • 9.4k views")
+
+commentsSection = Card([commentsHeader, commentsList], "clear", "column", "m")
+commentsHeader = Heading("Comments Awaiting Reply", "h3")
+commentsList = ListBlock([comment1, comment2])
+comment1 = ListItem("Re: 10 Principles of Humane Product Design", "David K.: 'Would love to see a follow-up on principle #4 regarding cognitive load.'")
+comment2 = ListItem("Re: Why We Rebuilt Our Content Engine...", "Aria M.: 'How did you handle legacy data migration during the switch?'")
+
+scheduleDrawerSection = Card([scheduleDrawer], "clear")
+scheduleDrawer = DrawerBlock("Schedule New Piece", "Schedule Article Publication", "Select a piece and assign an automated publication date & time.", scheduleForm)
+
+scheduleForm = Form("schedule_form", scheduleFormButtons, [scheduleTitleField, scheduleDateField, scheduleCategoryField])
+scheduleTitleField = FormControl("Article Title", scheduleTitleInput, "Enter the full headline of the draft")
+scheduleTitleInput = Input("article_title", "e.g., Understanding Web Components in 2025")
+scheduleDateField = FormControl("Publication Date", scheduleDatePicker, "Choose when this article goes live")
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleCategoryField = FormControl("Primary Category", scheduleCatSelect)
+scheduleCatSelect = Select("schedule_cat", [catTech, catDesign, catCulture, catBiz], "Select category")
+
+scheduleFormButtons = Buttons([confirmScheduleBtn, cancelScheduleBtn])
+confirmScheduleBtn = Button("Schedule Publication", null, "primary")
+cancelScheduleBtn = Button("Cancel", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Review drafts ready for publication")
+f2 = FollowUpItem("Export monthly readership analytics")
+f3 = FollowUpItem("Manage editorial calendar")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r4.txt
new file mode 100644
index 000000000..ccaa1991e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-content__r4.txt
@@ -0,0 +1,73 @@
+root = Card([header, mainGrid, followUps], "clear", "column", "l")
+header = CardHeader("Content Studio", "Editorial dashboard, analytics, and workflow management")
+mainGrid = Card([leftColumn, rightColumn], "clear", "row", "l")
+
+leftColumn = Card([startDraftCallout, draftsCard, publishScheduleCard, analyticsCard], "clear", "column", "l")
+
+startDraftCallout = Callout("info", "Quick Action", "Ready to write? Start a new article draft with auto-save enabled.")
+draftsCard = Card([draftsHeader, categoryFilter, draftsTable], "card", "column", "m")
+draftsHeader = CardHeader("Current Drafts", "Ongoing editorial work in progress")
+
+categoryFilter = Form("filter-form", filterButtons, [categorySelectField])
+categorySelectField = FormControl("Filter by Category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catDesign, catCulture, catBusiness], "All Categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catDesign = SelectItem("design", "Design")
+catCulture = SelectItem("culture", "Culture")
+catBusiness = SelectItem("business", "Business")
+filterButtons = Buttons([filterBtn])
+filterBtn = Button("Apply Filter", null, "secondary", "normal", "small")
+
+draftsTable = Table([draftTitleCol, draftAuthorCol, draftCategoryCol, draftStatusCol])
+draftTitleCol = Col("Title", ["The Future of AI Architecture", "Designing Accessible Interfaces", "The Remote Work Playbook", "Understanding Micro-Frontends"])
+draftAuthorCol = Col("Author", ["Alex Chen", "Elena Rostova", "Marcus Vance", "Alex Chen"])
+draftCategoryCol = Col("Category", ["Technology", "Design", "Business", "Technology"])
+draftStatusCol = Col("Status", ["In Review", "In Progress", "Needs Edits", "In Progress"])
+
+publishScheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a Piece", "Set a publish date and time for upcoming articles")
+scheduleForm = Form("schedule-form", scheduleButtons, [articleTitleField, publishDateField])
+articleTitleField = FormControl("Article Title", articleTitleInput)
+articleTitleInput = Input("title", "e.g., Understanding Web Components")
+publishDateField = FormControl("Publish Date", publishDatePicker)
+publishDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleSubmitBtn, draftSubmitBtn])
+scheduleSubmitBtn = Button("Schedule Publication", null, "primary")
+draftSubmitBtn = Button("Start New Draft", null, "secondary")
+
+analyticsCard = Card([analyticsHeader, analyticsChart], "card", "column", "m")
+analyticsHeader = CardHeader("Readership Trend", "Total daily page views over the past 30 days")
+analyticsChart = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [viewsSeries, visitorsSeries], "natural", "Days", "Count")
+viewsSeries = Series("Page Views", [1240, 1850, 1620, 2400, 3100, 2800, 3950])
+visitorsSeries = Series("Unique Visitors", [850, 1200, 1100, 1650, 2100, 1900, 2600])
+
+rightColumn = Card([mostReadCard, publishedCard, commentsCard], "clear", "column", "l")
+
+mostReadCard = Card([mostReadHeader, mostReadBadge, mostReadTitle, mostReadMeta, mostReadStats], "card", "column", "s")
+mostReadHeader = CardHeader("Most-Read Article This Month", "Top performing content")
+mostReadBadge = Badge("🔥 Top Performer", "default")
+mostReadTitle = Heading("10 Principles of Modern UI System Architecture", "h3")
+mostReadMeta = TextContent("Published on **Oct 12** by **Elena Rostova** in **Design**", "small")
+mostReadStats = Table([statMetricCol, statValueCol])
+statMetricCol = Col("Metric", ["Total Reads", "Avg. Read Time", "Completion Rate"])
+statValueCol = Col("Value", ["48,290", "4m 12s", "68.4%"])
+
+publishedCard = Card([publishedHeader, publishedList], "card", "column", "m")
+publishedHeader = CardHeader("Published This Week", "Recent live articles")
+publishedList = ListBlock([pubItem1, pubItem2, pubItem3])
+pubItem1 = ListItem("Mastering CSS Grid Container Alignment", "Published Oct 24 • Tech • 12,400 views")
+pubItem2 = ListItem("The Shift Toward Decentralized Social Media", "Published Oct 22 • Culture • 8,900 views")
+pubItem3 = ListItem("Scaling Engineering Teams in 2024", "Published Oct 21 • Business • 15,100 views")
+
+commentsCard = Card([commentsHeader, commentsList], "card", "column", "m")
+commentsHeader = CardHeader("Comments Awaiting Reply", "Pending reader engagement")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("Great points on CSS Grid! How do you handle older browser fallbacks?", "By David K. on 'Mastering CSS Grid'")
+comment2 = ListItem("Would love a follow-up article covering state management specifically.", "By Sarah M. on 'Designing Accessible Interfaces'")
+comment3 = ListItem("Is there a recommended ratio for junior vs senior engineers when scaling?", "By James L. on 'Scaling Engineering Teams'")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed traffic sources for the top article")
+f2 = FollowUpItem("Create a new editorial calendar view")
+f3 = FollowUpItem("Review reader feedback and sentiment analysis")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..02cf03ff7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r1.txt
@@ -0,0 +1,58 @@
+root = Card([header, renewalAlert, keyMetrics, contentGrid, followUpsSection, logCallDrawer, noteForm, followUps])
+
+header = CardHeader("Acme Corp - Enterprise Account", "Account Owner: Sarah Jenkins (Senior AE)")
+
+renewalAlert = Alert("Upcoming Renewal Warning", "Contract renewal date is in 14 days (October 24, 2024). Renewal risk: Low.", "warning")
+
+keyMetrics = Table([metricCol, valueCol, detailCol])
+metricCol = Col("Metric", ["Total Deal Value", "Current Deal Stage", "Contract End Date", "Account Health"])
+valueCol = Col("Value", ["$450,000 ARR", "Negotiation / Review", "Oct 24, 2024", "92 / 100"])
+detailCol = Col("Notes", ["Expansion +$75k YoY", "Legal reviewing redlines", "Action required", "High product adoption"])
+
+contentGrid = SectionBlock([activitySection, contactsSection])
+
+activitySection = SectionItem("activity", "Recent Activity Timeline", [activityList])
+activityList = ListBlock([act1, act2, act3, act4])
+act1 = ListItem("Security Questionnaire Approved", "Completed by InfoSec Team • Yesterday at 4:15 PM")
+act2 = ListItem("Pricing & Terms Alignment Call", "30 min Zoom with VP of Procurement • Oct 8, 2024")
+act3 = ListItem("Executive Briefing Deck Sent", "Emailed to CTO & Procurement Lead • Oct 5, 2024")
+act4 = ListItem("Inbound Demo Request (Expansion)", "Submitted via Web Portal • Sep 28, 2024")
+
+contactsSection = SectionItem("contacts", "Key Stakeholders & Contacts", [contactsTable])
+contactsTable = Table([cName, cRole, cEmail, cStatus])
+cName = Col("Contact Name", ["Marcus Vance", "Elena Rostova", "David Chen", "Sarah Lin"])
+cRole = Col("Role / Title", ["VP of Procurement (Decision Maker)", "CTO (Executive Sponsor)", "Director of IT (Evaluator)", "Lead Legal Counsel (Gatekeeper)"])
+cEmail = Col("Email", ["m.vance@acme.com", "elena@acme.com", "d.chen@acme.com", "slin@acme.com"])
+cStatus = Col("Engagement", ["High", "Medium", "High", "Active"])
+
+followUpsSection = CardHeader("Open Follow-ups & Action Items", "Tasks requiring attention before renewal")
+
+followUps = Table([taskCol, dueCol, ownerCol, statusCol])
+taskCol = Col("Task Description", ["Send updated SLA redlines to legal", "Schedule final pricing sign-off call", "Confirm security compliance sign-off", "Draft mutual implementation plan"])
+dueCol = Col("Due Date", ["Oct 12, 2024", "Oct 15, 2024", "Oct 18, 2024", "Oct 20, 2024"])
+ownerCol = Col("Assignee", ["Sarah Jenkins", "Sarah Jenkins", "Tech Sales Team", "CSM Team"])
+statusCol = Col("Priority", ["High", "Urgent", "Medium", "Medium"])
+
+logCallDrawer = DrawerBlock("Log a Call", "Quick Call Logger", "Record summary and disposition from recent call", [callForm])
+callForm = Form("call-log-form", callFormButtons, [callTypeField, callOutcomeField, callNotesField])
+callTypeField = FormControl("Call Type", callTypeSelect)
+callTypeSelect = Select("call_type", [opt1, opt2, opt3], "Select call type")
+opt1 = SelectItem("discovery", "Discovery / Qualification")
+opt2 = SelectItem("negotiation", "Pricing & Contract Negotiation")
+opt3 = SelectItem("checkin", "Account Check-in")
+callOutcomeField = FormControl("Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("call_outcome", [out1, out2, out3], "Select outcome")
+out1 = SelectItem("advancing", "Advanced Deal Stage")
+out2 = SelectItem("followup", "Follow-up Required")
+out3 = SelectItem("blocked", "Blocked / Issue Raised")
+callNotesField = FormControl("Call Summary", callNotesArea, "Summarize key discussion points and agreed next steps")
+callNotesArea = TextArea("call_notes", "Discussed security SLA requirements...", 3)
+callFormButtons = Buttons([saveCallBtn, cancelCallBtn])
+saveCallBtn = Button("Save Call Log", null, "primary")
+cancelCallBtn = Button("Cancel", null, "tertiary")
+
+noteForm = Form("quick-note-form", noteButtons, [noteField])
+noteField = FormControl("Jot a Quick Note", noteInput, "Notes are attached to account activity timeline")
+noteInput = TextArea("quick_note", "Add internal notes, competitive intelligence, or reminder details...", 2)
+noteButtons = Buttons([postNoteBtn])
+postNoteBtn = Button("Post Note to Account", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..9eb383aaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r2.txt
@@ -0,0 +1,45 @@
+root = Card([header, metricsGrid, renewalAlert, tabsContent, followUpsSection, logCallDrawer, followUps])
+header = CardHeader("Acme Corporation", "Account Owner: Sarah Jenkins | Tier 1 Enterprise")
+metricsGrid = Table([colMetric, colValue])
+colMetric = Col("Key Information", ["Total Deal Value", "Current Deal Stage", "Renewal Date"])
+colValue = Col("Details", ["$450,000", "Negotiation / Review", "October 15, 2024 (14 Days)"])
+renewalAlert = Callout("warning", "Upcoming Renewal Warning", "The contract renewal date is in 14 days. Final terms and legal review are pending approval.")
+tabsContent = Tabs([tabActivity, tabContacts, tabNote])
+tabActivity = TabItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([act1, act2, act3, act4])
+act1 = ListItem("Executive Pitch Deck Sent", "Today at 2:15 PM - Sent updated proposal to CTO", [], "View")
+act2 = ListItem("Discovery Call Completed", "Yesterday at 10:00 AM - Discussed security & deployment specs", [], "Notes")
+act3 = ListItem("Inbound Demo Request", "Oct 1, 2024 - Requested by Marcus Vance (VP Eng)", [], "Details")
+act4 = ListItem("Contract Draft Generated", "Sep 28, 2024 - Initial draft generated by legal", [], "Download")
+tabContacts = TabItem("contacts", "Key Contacts", [contactsTable])
+contactsTable = Table([colName, colRole, colEmail])
+colName = Col("Contact Name", ["Marcus Vance", "Elena Rostova", "David Chen"])
+colRole = Col("Role", ["VP of Engineering (Decision Maker)", "Head of Procurement (Approver)", "Lead System Architect (Evaluator)"])
+colEmail = Col("Email", ["marcus@acme.corp", "elena@acme.corp", "dchen@acme.corp"])
+tabNote = TabItem("note", "Jot a Note", [noteForm])
+noteForm = Form("quick-note-form", noteFormButtons, [noteControl])
+noteControl = FormControl("Quick Account Note", noteTextArea, "Notes are automatically pinned to the recent activity timeline.")
+noteTextArea = TextArea("account_note", "Type key takeaways, next steps, or internal observations...", 4)
+noteFormButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save Note to Account", null, "primary")
+followUpsSection = Heading("Open Follow-Ups", "h3")
+followUps = Table([colTask, colDueDate, colStatus])
+colTask = Col("Action Item", ["Send revised MSA with security redlines", "Schedule final technical review with IT security team", "Confirm Q4 procurement budget sign-off"])
+colDueDate = Col("Due Date", ["Oct 3, 2024", "Oct 5, 2024", "Oct 8, 2024"])
+colStatus = Col("Status", ["Overdue", "Pending", "Upcoming"])
+logCallDrawer = DrawerBlock("Log a Call", "Log Recent Call Details", "Record details from a recent conversation with the client.", logCallForm)
+logCallForm = Form("log-call-form", callFormButtons, [callTypeField, outcomeField, summaryField])
+callTypeField = FormControl("Call Type", callTypeSelect)
+callTypeSelect = Select("call_type", [type1, type2, type3], "Select call type...")
+type1 = SelectItem("discovery", "Discovery / Intro")
+type2 = SelectItem("demo", "Product Demo")
+type3 = SelectItem("negotiation", "Pricing & Legal Negotiation")
+outcomeField = FormControl("Outcome", outcomeSelect)
+outcomeSelect = Select("call_outcome", [out1, out2, out3], "Select outcome...")
+out1 = SelectItem("positive", "Positive - Moving to Next Stage")
+out2 = SelectItem("followup", "Requires Follow-Up Task")
+out3 = SelectItem("blocked", "Blocked - Needs Manager Escalation")
+summaryField = FormControl("Call Notes & Summary", summaryTextArea)
+summaryTextArea = TextArea("call_summary", "Enter key points discussed during the call...", 3)
+callFormButtons = Buttons([submitCallBtn])
+submitCallBtn = Button("Log Call Activity", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..09411d962
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r3.txt
@@ -0,0 +1,57 @@
+root = Card([headerSection, kpiGrid, warningCallout, tabsSection, logCallDrawer, followUpsSection, noteForm])
+
+headerSection = CardHeader("Acme Corporation", "Account Owner: Sarah Jenkins | Enterprise Segment")
+
+warningCallout = Callout("warning", "Upcoming Renewal Alert", "Contract renewal date is October 15, 2024 (14 days remaining). Action required for annual review.")
+
+kpiGrid = Table([colMetric, colValue])
+colMetric = Col("Key Metrics", ["Total Deal Value", "Current Deal Stage", "Renewal Date", "Health Score"])
+colValue = Col("Details", ["$450,000 ARR", "Negotiation / Proposal", "October 15, 2024", "88/100 (Strong)"])
+
+tabsSection = Tabs([tabActivity, tabContacts])
+
+tabActivity = TabItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([act1, act2, act3, act4])
+act1 = ListItem("Executive Pitch Deck Presented", "Yesterday at 2:30 PM — Sent updated pricing proposal to VP of Engineering")
+act2 = ListItem("Discovery Call Completed", "3 days ago — Confirmed technical requirements and security compliance")
+act3 = ListItem("Inbound Email Received", "Sep 24, 2024 — Procurement requested MSA draft for legal review")
+act4 = ListItem("Contract Draft Generated", "Sep 20, 2024 — Standard Enterprise Agreement prepared by Legal")
+
+tabContacts = TabItem("contacts", "Key Contacts", [contactsTable])
+contactsTable = Table([colName, colRole, colEmail, colPhone])
+colName = Col("Name", ["Elena Rostova", "Marcus Chen", "David Miller"])
+colRole = Col("Role", ["VP of Technology (Decision Maker)", "Lead Architect (Evaluator)", "Procurement Manager (Gatekeeper)"])
+colEmail = Col("Email", ["elena@acme.com", "m.chen@acme.com", "dmiller@acme.com"])
+colPhone = Col("Phone", ["+1 (555) 234-5678", "+1 (555) 876-5432", "+1 (555) 345-6789"])
+
+followUpsSection = Card([followUpHeader, followUpList], "sunk")
+followUpHeader = Heading("Open Follow-ups", "h3")
+followUpList = ListBlock([fu1, fu2, fu3])
+fu1 = ListItem("Send revised SOC2 Type II report", "Due: Tomorrow (Oct 2) • Priority: High")
+fu2 = ListItem("Schedule final pricing alignment call with Elena", "Due: Oct 4, 2024 • Priority: Medium")
+fu3 = ListItem("Confirm redlines with internal legal team", "Due: Oct 8, 2024 • Priority: High")
+
+logCallDrawer = DrawerBlock("Log a Call", "Record Call Details", "Quickly document client interactions and update relationship status.", logCallForm)
+logCallForm = Form("log-call-form", callFormButtons, [callContactControl, callOutcomeControl, callNotesControl])
+callContactControl = FormControl("Contact Spoken To", callContactSelect)
+callContactSelect = Select("call_contact", [cOpt1, cOpt2, cOpt3], "Select contact")
+cOpt1 = SelectItem("elena", "Elena Rostova")
+cOpt2 = SelectItem("marcus", "Marcus Chen")
+cOpt3 = SelectItem("david", "David Miller")
+callOutcomeControl = FormControl("Call Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("call_outcome", [oOpt1, oOpt2, oOpt3, oOpt4], "Select outcome")
+oOpt1 = SelectItem("connected", "Connected / Productive")
+oOpt2 = SelectItem("left_vm", "Left Voicemail")
+oOpt3 = SelectItem("scheduled", "Demo / Next Step Scheduled")
+oOpt4 = SelectItem("no_answer", "No Answer")
+callNotesControl = FormControl("Call Summary", callNotesArea, "Brief outline of discussion points")
+callNotesArea = TextArea("call_notes", "Discussed deployment timeline...", 3)
+callFormButtons = Buttons([saveCallBtn, cancelCallBtn])
+saveCallBtn = Button("Save Call Log", null, "primary")
+cancelCallBtn = Button("Cancel", null, "tertiary")
+
+noteForm = Form("jot-note-form", noteButtons, [noteControl])
+noteControl = FormControl("Jot a Quick Note", noteInput, "Internal memo visible to account team")
+noteInput = TextArea("account_note", "Add key insights, risks, or updates...", 2)
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save Note", null, "secondary", "normal", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..3af284934
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-crm__r4.txt
@@ -0,0 +1,52 @@
+root = Card([header, metricsGrid, renewalWarning, mainContent, noteForm, followups, followUpPrompts], "card", "column", "m")
+
+header = CardHeader("Acme Corporation", "Account Owner: Sarah Jenkins • Key Enterprise Account")
+
+metricsGrid = Table([mMetric, mValue, mStatus])
+mMetric = Col("Key Indicator", ["Total Deal Value", "Current Deal Stage", "Renewal Date"])
+mValue = Col("Value", ["$450,000", "Contract Negotiation", "October 15, 2024"])
+mStatus = Col("Status", ["+$50k vs Q2", "80% Probability", "Expiring Soon"])
+
+renewalWarning = Callout("warning", "Upcoming Renewal Risk", "The annual enterprise contract expires in 14 days. Renewal terms have not yet been signed by the procurement team.")
+
+mainContent = Tabs([activityTab, contactsTab])
+
+activityTab = TabItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([act1, act2, act3])
+act1 = ListItem("Executive Security Review Call", "Yesterday at 2:30 PM • Notes added by Sarah Jenkins", null, "View Call Notes")
+act2 = ListItem("Updated Proposal Sent", "3 days ago • Sent Revised Procurement Terms (v2.1)", null, "Download PDF")
+act3 = ListItem("On-site Product Demo", "Oct 1, 2024 • Attended by VP of IT and Engineering Team", null, "View Summary")
+
+contactsTab = TabItem("contacts", "Key Contacts", [contactsTable])
+contactsTable = Table([cName, cRole, cEmail, cPhone])
+cName = Col("Name", ["Marcus Vance", "Elena Rostova", "David Chen"])
+cRole = Col("Role", ["VP of Information Technology (Decision Maker)", "Lead Security Architect (Evaluator)", "Procurement Manager (Buyer)"])
+cEmail = Col("Email", ["m.vance@acme.com", "e.rostova@acme.com", "d.chen@acme.com"])
+cPhone = Col("Phone", ["+1 (555) 019-2834", "+1 (555) 019-5821", "+1 (555) 019-9942"])
+
+noteForm = Form("account-note-and-call", noteButtons, [callTypeControl, noteTextControl])
+callTypeControl = FormControl("Activity Type", callTypeSelect)
+callTypeSelect = Select("activity_type", [typeCall, typeMeeting, typeNote], "Select type")
+typeCall = SelectItem("call", "Log Phone Call")
+typeMeeting = SelectItem("meeting", "Log Meeting")
+typeNote = SelectItem("note", "Quick Account Note")
+
+noteTextControl = FormControl("Details & Notes", noteTextArea, "Log discussion outcomes, next steps, or internal account reminders.")
+noteTextArea = TextArea("note_body", "Spoke with Marcus regarding the final SLA clauses...", 3)
+
+noteButtons = Buttons([saveNoteBtn, logCallBtn])
+saveNoteBtn = Button("Save Note", null, "primary")
+logCallBtn = Button("Log Quick Call", null, "secondary")
+
+followups = SectionBlock([followupSection])
+followupSection = SectionItem("open-tasks", "Open Follow-ups & Tasks (3)", [followupTable])
+followupTable = Table([tTask, tAssignee, tDueDate, tPriority])
+tTask = Col("Task Description", ["Send updated SOC2 compliance report", "Schedule final legal alignment call", "Draft custom SLA addendum"])
+tAssignee = Col("Assigned To", ["Sarah Jenkins", "Sarah Jenkins", "Legal Team"])
+tDueDate = Col("Due Date", ["Today", "Tomorrow", "Oct 12, 2024"])
+tPriority = Col("Priority", ["High", "High", "Medium"])
+
+followUpPrompts = FollowUpBlock([prompt1, prompt2, prompt3])
+prompt1 = FollowUpItem("Draft renewal reminder email to Marcus Vance")
+prompt2 = FollowUpItem("View full deal history for Acme Corp")
+prompt3 = FollowUpItem("Schedule executive sponsor check-in")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..8701f67f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r1.txt
@@ -0,0 +1,42 @@
+root = Card([header, controls, sep1, kpiCard, sep2, chartsRow, sep3, largeTxnsHeader, txnsTable], "card", "column", "m")
+header = CardHeader("Month-End Financial Overview", "Apex Labs Inc. — October 2023")
+controls = Card([monthSelectField, downloadBtn], "clear", "row", "m", "center", "between")
+monthSelectField = FormControl("Reporting Period", monthSelect)
+monthSelect = Select("month_period", [m1, m2, m3, m4], "Select month", null, "2023-10", "small")
+m1 = SelectItem("2023-07", "July 2023")
+m2 = SelectItem("2023-08", "August 2023")
+m3 = SelectItem("2023-09", "September 2023")
+m4 = SelectItem("2023-10", "October 2023 (Current)")
+downloadBtn = Buttons([exportBtn])
+exportBtn = Button("Download Statement (PDF)", null, "secondary", "normal", "small")
+sep1 = Separator("horizontal")
+kpiCard = Card([cashKpi, burnKpi, runwayKpi], "sunk", "row", "l", "center", "around")
+cashKpi = Card([cashLabel, cashVal, cashBadge], "clear", "column", "xs", "center")
+cashLabel = TextContent("Cash on Hand", "small-heavy")
+cashVal = Heading("$1,420,000", "h2")
+cashBadge = Badge("FDIC Insured", "secondary")
+burnKpi = Card([burnLabel, burnVal, burnBadge], "clear", "column", "xs", "center")
+burnLabel = TextContent("Net Monthly Burn", "small-heavy")
+burnVal = Heading("$118,000", "h2")
+burnBadge = Badge("-4.2% vs last mo", "outline")
+runwayKpi = Card([runwayLabel, runwayVal, runwayBadge], "clear", "column", "xs", "center")
+runwayLabel = TextContent("Runway Remaining", "small-heavy")
+runwayVal = Heading("12.0 Months", "h2")
+runwayBadge = Badge("Healthy Target", "default")
+sep2 = Separator("horizontal")
+chartsRow = Card([categoryPie, burnTrend], "clear", "row", "l", "stretch")
+categoryPie = PieChart(catLabels, catValues, "donut")
+catLabels = ["Payroll & Benefits", "Cloud & Infra", "Sales & Marketing", "Software & Tools", "Office & Admin", "Legal & Accounting"]
+catValues = [68000, 18500, 14200, 8100, 5200, 4000]
+burnTrend = BarChart(trendMonths, [netBurnSeries, revenueSeries], "grouped", "Month", "USD ($)")
+trendMonths = ["Jul", "Aug", "Sep", "Oct"]
+netBurnSeries = Series("Net Burn", [128000, 125000, 123000, 118000])
+revenueSeries = Series("Revenue", [32000, 38000, 41000, 45000])
+sep3 = Separator("horizontal")
+largeTxnsHeader = CardHeader("Significant Transactions (>$10,000)", "October 2023 cleared items requiring approval/review")
+txnsTable = Table([colDate, colDesc, colCat, colVendor, colAmount])
+colDate = Col("Date", ["Oct 03, 2023", "Oct 12, 2023", "Oct 15, 2023", "Oct 28, 2023"])
+colDesc = Col("Description", ["Monthly Payroll - Engineering & Ops", "AWS Cloud Infrastructure Billing", "Q4 Marketing Agency Retainer", "Annual Enterprise Software Licenses"])
+colCat = Col("Category", ["Payroll & Benefits", "Cloud & Infra", "Sales & Marketing", "Software & Tools"])
+colVendor = Col("Vendor / Entity", ["Rippling Payroll", "Amazon Web Services", "Growth Metrics LLC", "Salesforce / GitHub"])
+colAmount = Col("Amount", ["$54,200.00", "$18,500.00", "$12,000.00", "$14,500.00"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..bf230ca57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r2.txt
@@ -0,0 +1,60 @@
+root = Card([header, sep1, kpiCards, sep2, chartHeader, expenseChart, sep3, transHeader, transTable, sep4, actions, followUps], "card", "column", "l")
+
+header = CardHeader("Finance Overview", "Month-end summary for October 2023")
+
+sep1 = Separator()
+
+kpiCards = Card([cashCard, burnCard, runwayCard], "clear", "row", "m", "stretch", "between")
+
+cashCard = Card([cashLabel, cashVal, cashSub], "sunk", "column", "xs")
+cashLabel = TextContent("Cash on Hand", "small-heavy")
+cashVal = Heading("$1,245,000", "h2")
+cashSub = Badge("+4.2% vs last month", "secondary")
+
+burnCard = Card([burnLabel, burnVal, burnSub], "sunk", "column", "xs")
+burnLabel = TextContent("Monthly Burn", "small-heavy")
+burnVal = Heading("$115,000", "h2")
+burnSub = Badge("-2.1% vs last month", "secondary")
+
+runwayCard = Card([runwayLabel, runwayVal, runwaySub], "sunk", "column", "xs")
+runwayLabel = TextContent("Runway", "small-heavy")
+runwayVal = Heading("10.8 Months", "h2")
+runwaySub = Badge("Target: >12 mo", "outline")
+
+sep2 = Separator()
+
+chartHeader = Heading("Expenses by Category", "h3")
+expenseChart = HorizontalBarChart(chartCategories, [chartSeries], "grouped", "Amount ($)", "Category")
+chartCategories = ["Payroll & Benefits", "Cloud & Infra", "Marketing & Growth", "Software & SaaS", "Legal & Prof. Services", "Office & Supplies"]
+chartSeries = Series("Expenses", [68000, 18500, 14200, 8100, 4500, 1700])
+
+sep3 = Separator()
+
+transHeader = CardHeader("Large Transactions", "Single transactions exceeding $10,000 this month")
+transTable = Table([colDate, colDesc, colCat, colAmt])
+colDate = Col("Date", ["Oct 01, 2023", "Oct 05, 2023", "Oct 12, 2023", "Oct 15, 2023", "Oct 28, 2023"])
+colDesc = Col("Description", ["Gusto Payroll Services", "AWS Web Hosting", "Google Ads Campaign", "WeWork Office Space", "Cooley LLP Legal Fees"])
+colCat = Col("Category", ["Payroll", "Infrastructure", "Marketing", "Office", "Legal"])
+colAmt = Col("Amount", ["$68,000.00", "$14,250.00", "$12,000.00", "$10,500.00", "$11,800.00"])
+
+sep4 = Separator()
+
+actions = Card([monthSelect, actionButtons], "clear", "row", "m", "center", "between")
+monthSelect = Form("month-filter", monthFilterButtons, [monthControl])
+monthControl = FormControl("Selected Period", monthInput)
+monthInput = Select("month", [m1, m2, m3, m4], "Select month", null, "October 2023")
+m1 = SelectItem("2023-10", "October 2023")
+m2 = SelectItem("2023-09", "September 2023")
+m3 = SelectItem("2023-08", "August 2023")
+m4 = SelectItem("2023-07", "July 2023")
+monthFilterButtons = Buttons([applyBtn])
+applyBtn = Button("Change Month", null, "secondary", "normal", "small")
+
+actionButtons = Buttons([downloadBtn, exportCsvBtn])
+downloadBtn = Button("Download Statement (PDF)", null, "primary")
+exportCsvBtn = Button("Export Raw CSV", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show month-over-month burn comparison")
+f2 = FollowUpItem("Break down Cloud & Infra expenses")
+f3 = FollowUpItem("Generate 12-month runway projection")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..976b07b1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r3.txt
@@ -0,0 +1,55 @@
+root = Card([header, sep1, kpiCards, sep2, chartsRow, sep3, largeTxTable, followUp], "card", "column", "l")
+
+header = CardHeader("Finance Dashboard", "Month-end summary for October 2023")
+
+sep1 = Separator("horizontal")
+sep2 = Separator("horizontal")
+sep3 = Separator("horizontal")
+
+kpiCards = Card([cashCard, burnCard, runwayCard], "clear", "row", "m")
+
+cashCard = Card([cashHeader, cashVal, cashTag], "sunk", "column", "xs")
+cashHeader = Heading("Cash on Hand", "h4")
+cashVal = TextContent("$1,840,000", "large-heavy")
+cashTag = Tag("Bank Balance", "info", "sm", "info")
+
+burnCard = Card([burnHeader, burnVal, burnTag], "sunk", "column", "xs")
+burnHeader = Heading("Monthly Burn", "h4")
+burnVal = TextContent("$115,000", "large-heavy")
+burnTag = Tag("-4.2% vs last mo", "warning", "sm", "warning")
+
+runwayCard = Card([runwayHeader, runwayVal, runwayTag], "sunk", "column", "xs")
+runwayHeader = Heading("Months of Runway", "h4")
+runwayVal = TextContent("16.0 Months", "large-heavy")
+runwayTag = Tag("Target: >12 mo", "success", "sm", "success")
+
+chartsRow = Card([categoryPie, controlsCard], "clear", "row", "l", "stretch")
+
+categoryPie = PieChart(["Payroll", "Cloud Infra", "Marketing", "Software & Tools", "Office & Admin"], [68000, 22000, 14000, 7000, 4000], "donut")
+
+controlsCard = Card([controlsHeader, monthSelect, actionButtons], "sunk", "column", "m")
+controlsHeader = Heading("Period & Reports", "h3")
+
+monthSelect = Select("selected_month", [m1, m2, m3, m4], "Select Month", null, "oct2023")
+m1 = SelectItem("oct2023", "October 2023")
+m2 = SelectItem("sep2023", "September 2023")
+m3 = SelectItem("aug2023", "August 2023")
+m4 = SelectItem("jul2023", "July 2023")
+
+actionButtons = Buttons([downloadBtn, exportCsvBtn], "column")
+downloadBtn = Button("Download PDF Statement", null, "primary")
+exportCsvBtn = Button("Export CSV Transactions", null, "secondary")
+
+largeTxTable = Card([txHeader, txTable], "sunk", "column", "s")
+txHeader = Heading("Transactions Above $10,000", "h3")
+
+txTable = Table([txDate, txDesc, txCat, txAmount])
+txDate = Col("Date", ["Oct 03, 2023", "Oct 12, 2023", "Oct 15, 2023", "Oct 28, 2023"])
+txDesc = Col("Description", ["Gusto Payroll Run", "AWS Hosting Services", "Google Ads Campaigns", "Gusto Payroll Run"])
+txCat = Col("Category", ["Payroll", "Cloud Infra", "Marketing", "Payroll"])
+txAmount = Col("Amount", ["$34,000", "$18,500", "$12,200", "$34,000"])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show burn rate trend over last 6 months")
+f2 = FollowUpItem("Break down payroll expenses")
+f3 = FollowUpItem("View upcoming vendor renewals")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..50bc5344e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-finance__r4.txt
@@ -0,0 +1,42 @@
+root = Card([header, controls, metricsGrid, mainContent, followUps])
+header = CardHeader("Finance Dashboard", "Month-end summary for October 2023")
+controls = Card([monthSelect, downloadBtn], "clear", "row", "m", "center", "between")
+monthSelect = Select("selected_month", [m1, m2, m3, m4], "Select month", null, "oct_2023", "medium")
+m1 = SelectItem("jul_2023", "July 2023")
+m2 = SelectItem("aug_2023", "August 2023")
+m3 = SelectItem("sep_2023", "September 2023")
+m4 = SelectItem("oct_2023", "October 2023")
+downloadBtn = Buttons([dBtn])
+dBtn = Button("Download Statement", null, "secondary", "normal", "medium")
+metricsGrid = Card([cashCard, burnCard, runwayCard], "clear", "row", "m")
+cashCard = Card([cashHeader, cashValue, cashStatus], "sunk", "column", "xs")
+cashHeader = TextContent("Cash on Hand", "small-heavy")
+cashValue = TextContent("$2,450,000", "large-heavy")
+cashStatus = Badge("+ $150k vs last month", "secondary")
+burnCard = Card([burnHeader, burnValue, burnStatus], "sunk", "column", "xs")
+burnHeader = TextContent("Monthly Burn", "small-heavy")
+burnValue = TextContent("$180,000", "large-heavy")
+burnStatus = Badge("- 5% vs average", "secondary")
+runwayCard = Card([runwayHeader, runwayValue, runwayStatus], "sunk", "column", "xs")
+runwayHeader = TextContent("Runway", "small-heavy")
+runwayValue = TextContent("13.6 Months", "large-heavy")
+runwayStatus = Badge("Healthy (> 12m)", "secondary")
+mainContent = Card([tabs], "card")
+tabs = Tabs([expensesTab, txTab])
+expensesTab = TabItem("expenses", "Expense Categories", [expenseChart, expenseTable])
+expenseChart = PieChart(["Payroll", "Cloud Infra", "Marketing", "Software & Tools", "Office & Admin", "Legal & Accounting"], [115000, 28000, 18000, 10000, 5000, 4000], "donut")
+expenseTable = Table([expCatCol, expAmtCol, expPctCol])
+expCatCol = Col("Category", ["Payroll & Benefits", "Cloud Infrastructure", "Marketing & Growth", "Software & SaaS Tools", "Office & Admin", "Legal & Accounting"])
+expAmtCol = Col("Amount", ["$115,000", "$28,000", "$18,000", "$10,000", "$5,000", "$4,000"])
+expPctCol = Col("% of Total", ["63.9%", "15.6%", "10.0%", "5.6%", "2.8%", "2.2%"])
+txTab = TabItem("transactions", "Large Transactions (> $10k)", [txNotice, txTable])
+txNotice = Callout("info", "Flagged Activity", "Showing all 4 transactions exceeding $10,000 for October 2023.")
+txTable = Table([txDateCol, txVendorCol, txCatCol, txAmtCol])
+txDateCol = Col("Date", ["Oct 01, 2023", "Oct 05, 2023", "Oct 12, 2023", "Oct 28, 2023"])
+txVendorCol = Col("Vendor / Entity", ["Gusto Payroll", "AWS Cloud Services", "Meta Ads", "Salesforce"])
+txCatCol = Col("Category", ["Payroll", "Cloud Infra", "Marketing", "Software & Tools"])
+txAmtCol = Col("Amount", ["$115,000.00", "$24,500.00", "$14,200.00", "$10,000.00"])
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export expense report to CSV")
+f2 = FollowUpItem("Compare Q3 vs Q4 burn rate")
+f3 = FollowUpItem("View transaction receipts for AWS")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..59055b2e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r1.txt
@@ -0,0 +1,57 @@
+root = Card([header, kpis, searchForm, delayAlert, tablesSection, chartsSection, actions, refreshTag, suggestions])
+
+header = CardHeader("Logistics Operations Dashboard", "Real-time fleet monitoring and shipment tracking")
+
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("KPI", ["On-Time Delivery Rate", "Avg Cost per Shipment", "Total Active Shipments"])
+kpiValue = Col("Current Value", ["94.2%", "$1,245", "1,420"])
+kpiChange = Col("MoM Trend", ["+1.8%", "-2.4%", "+5.1%"])
+
+searchForm = Form("search_route_form", searchButtons, [routeField])
+routeField = FormControl("Filter & Search by Route", routeInput, "Enter origin or destination (e.g., Chicago, LAX)")
+routeInput = Input("route_query", "e.g., Chicago to Los Angeles...")
+searchButtons = Buttons([searchBtn, resetBtn])
+searchBtn = Button("Search Route", null, "primary")
+resetBtn = Button("Clear Filter", null, "tertiary")
+
+delayAlert = Callout("warning", "Delayed Shipments Attention Required (3)", "Critical delays detected on Midwest and East Coast corridors due to adverse weather. Tap below to re-route.")
+
+tablesSection = Tabs([activeShipmentsTab, delayedShipmentsTab])
+
+activeShipmentsTab = TabItem("active", "In-Transit Shipments", [shipmentsTable])
+shipmentsTable = Table([shipmentId, originCol, destCol, carrierCol, etaCol, statusCol])
+shipmentId = Col("Tracking ID", ["SHP-8901", "SHP-8902", "SHP-8904", "SHP-8905", "SHP-8906"])
+originCol = Col("Origin", ["Chicago, IL", "Seattle, WA", "Dallas, TX", "Miami, FL", "Atlanta, GA"])
+destCol = Col("Destination", ["Los Angeles, CA", "Denver, CO", "Phoenix, AZ", "New York, NY", "Chicago, IL"])
+carrierCol = Col("Carrier", ["Swift Logistics", "FedEx Freight", "XPO Logistics", "JB Hunt", "Knight-Swift"])
+etaCol = Col("ETA", ["Oct 24, 14:00", "Oct 25, 09:30", "Oct 24, 18:15", "Oct 26, 11:00", "Oct 25, 16:45"])
+statusCol = Col("Status", ["In Transit", "In Transit", "In Transit", "In Transit", "In Transit"])
+
+delayedShipmentsTab = TabItem("delayed", "Delayed Shipments (3)", [delayedTable])
+delayedTable = Table([dShipmentId, dOriginCol, dDestCol, dCarrierCol, dDelayCol, dReasonCol])
+dShipmentId = Col("Tracking ID", ["SHP-8890", "SHP-8895", "SHP-8899"])
+dOriginCol = Col("Origin", ["Detroit, MI", "Memphis, TN", "Savannah, GA"])
+dDestCol = Col("Destination", ["Boston, MA", "Columbus, OH", "Houston, TX"])
+dCarrierCol = Col("Carrier", ["FedEx Freight", "JB Hunt", "XPO Logistics"])
+dDelayCol = Col("Delay", ["+6 Hours", "+12 Hours", "+4 Hours"])
+dReasonCol = Col("Reason", ["Severe Weather", "Engine Mechanical", "Port Congestion"])
+
+chartsSection = SectionBlock([volumeTrendSection, carrierSplitSection])
+
+volumeTrendSection = SectionItem("weekly_volume", "Weekly Shipment Volume (Past 8 Weeks)", [weeklyChart])
+weeklyChart = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volumeSeries], "natural", "Week", "Shipments Delivered")
+volumeSeries = Series("Volume", [310, 345, 320, 380, 410, 395, 430, 450])
+
+carrierSplitSection = SectionItem("carrier_split", "Carrier Volume Distribution", [carrierChart])
+carrierChart = PieChart(["FedEx Freight", "JB Hunt", "XPO Logistics", "Swift Logistics", "Others"], [35, 25, 20, 12, 8], "donut")
+
+actions = Buttons([flagShipmentBtn, exportReportBtn])
+flagShipmentBtn = Button("Flag Shipment Issue", null, "secondary")
+exportReportBtn = Button("Export Logistics Summary", null, "tertiary")
+
+refreshTag = Tag("Data last refreshed: Today at 14:32:05 UTC", "info", "sm", "info")
+
+suggestions = FollowUpBlock([sug1, sug2, sug3])
+sug1 = FollowUpItem("Re-route delayed shipment SHP-8890")
+sug2 = FollowUpItem("Download carrier performance scorecards")
+sug3 = FollowUpItem("View cost breakdown by route")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..22a62d0db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, kpis, searchForm, delayAlert, tableHeader, shipmentsTable, carrierHeader, carrierChart, volumeHeader, volumeChart, followUps], "card", "column", "m")
+header = CardHeader("Logistics Coordinator Board", "Real-time dispatch, carrier analytics & tracking • Last refreshed: Today at 14:32 UTC")
+kpis = Card([kpi1, kpi2, kpi3], "clear", "row", "m")
+kpi1 = TextCallout("success", "On-Time Percentage", "94.2% overall performance this month (+1.8% vs target)")
+kpi2 = TextCallout("neutral", "Average Cost / Shipment", "$1,245 avg freight cost ($0.88 / ton-mile)")
+kpi3 = TextCallout("danger", "Delayed Shipments", "2 active shipments delayed due to severe weather & port congestion")
+searchForm = Form("search-route", searchButtons, [searchInput, statusSelect])
+searchInput = FormControl("Search Route / Shipment ID", routeInput, "Enter origin, destination, or tracking code")
+routeInput = Input("route", "e.g. Chicago, IL or SH-8821")
+statusSelect = FormControl("Filter by Status", statusDropdown)
+statusDropdown = Select("status", [optAll, optTransit, optDelayed, optDelivered], "All Statuses")
+optAll = SelectItem("all", "All Statuses")
+optTransit = SelectItem("in_transit", "In Transit")
+optDelayed = SelectItem("delayed", "Delayed")
+optDelivered = SelectItem("delivered", "Delivered")
+searchButtons = Buttons([btnSearch, btnReset])
+btnSearch = Button("Search Route", null, "primary")
+btnReset = Button("Reset Filters", null, "tertiary")
+delayAlert = Alert("Critical Delay Warning", "Shipment SH-9042 (Seattle -> Miami) is delayed by 18 hours due to severe weather near Denver hub. Flagged for priority rerouting.", "destructive")
+tableHeader = Heading("Shipments in Transit", "h3")
+shipmentsTable = Table([colID, colOrigin, colDest, colETA, colStatus, colFlag])
+colID = Col("Shipment ID", ["SH-8821", "SH-8903", "SH-9042", "SH-9115", "SH-9200", "SH-9241"])
+colOrigin = Col("Origin", ["Los Angeles, CA", "Dallas, TX", "Seattle, WA", "Chicago, IL", "Atlanta, GA", "New York, NY"])
+colDest = Col("Destination", ["New York, NY", "Atlanta, GA", "Miami, FL", "Houston, TX", "Denver, CO", "Los Angeles, CA"])
+colETA = Col("ETA", ["Oct 24, 09:00", "Oct 24, 14:30", "Oct 26, 18:00 (Delayed)", "Oct 25, 11:15", "Oct 25, 16:45", "Oct 27, 08:30"])
+colStatus = Col("Status", ["In Transit", "In Transit", "Delayed (Weather)", "In Transit", "In Transit", "In Transit"])
+colFlag = Col("Action", ["Flag Issue", "Flag Issue", "Flag Issue", "Flag Issue", "Flag Issue", "Flag Issue"])
+carrierHeader = Heading("Volume Split by Carrier (Loads)", "h3")
+carrierChart = PieChart(["FedEx Freight", "XPO Logistics", "JB Hunt", "Knight-Swift", "Schneider"], [340, 280, 210, 150, 110], "donut", "circular")
+volumeHeader = Heading("Weekly Volume (Past 2 Months)", "h3")
+volumeChart = BarChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8"], [seriesVolume], "grouped", "Week", "Total Shipments")
+seriesVolume = Series("Shipments Delivered", [142, 158, 165, 150, 172, 180, 168, 175])
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Reroute delayed shipment SH-9042")
+f2 = FollowUpItem("Generate monthly carrier performance report")
+f3 = FollowUpItem("Export all active in-transit shipments to CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..568ece9a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r3.txt
@@ -0,0 +1,52 @@
+root = Card([header, kpis, searchForm, delayAlert, shipmentTable, chartsRow, followUps], "card", "column", "l")
+
+header = CardHeader("Logistics Control Board", "Real-time dispatch and fleet telemetry • Last refreshed 2 mins ago")
+
+kpis = Card([kpiTime, kpiCost, kpiTransit], "sunk", "row", "m")
+kpiTime = Card([kpiTimeTitle, kpiTimeVal], "clear", "column", "xs")
+kpiTimeTitle = TextContent("On-Time Delivery Rate", "small-heavy")
+kpiTimeVal = TextContent("94.2% (+1.8% vs last mo)", "large")
+
+kpiCost = Card([kpiCostTitle, kpiCostVal], "clear", "column", "xs")
+kpiCostTitle = TextContent("Avg Cost / Shipment", "small-heavy")
+kpiCostVal = TextContent("$1,245.50", "large")
+
+kpiTransit = Card([kpiTransitTitle, kpiTransitVal], "clear", "column", "xs")
+kpiTransitTitle = TextContent("Active Shipments", "small-heavy")
+kpiTransitVal = TextContent("1,420 Active", "large")
+
+delayAlert = Callout("warning", "Delayed Shipments Detected (2 Active)", "Shipment #SH-8821 (Port of LA → Chicago) delayed by 18h due to weather. Shipment #SH-9043 (Dallas → Atlanta) experiencing mechanical delay.")
+
+searchForm = Form("search_routes", searchBtnGroup, [searchInputControl])
+searchInputControl = FormControl("Route Search", searchInput, "Search by origin, destination, or corridor (e.g. LAX, Chicago, US-East)")
+searchInput = Input("route_query", "Enter origin or destination city...")
+searchBtnGroup = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search Route", null, "primary", "normal", "small")
+clearBtn = Button("Reset Filter", null, "tertiary", "normal", "small")
+
+shipmentTable = Card([tableHeader, tableComp], "card", "column", "s")
+tableHeader = Heading("Shipments in Transit", "h3")
+tableComp = Table([colID, colOrigin, colDest, colCarrier, colETA, colStatus, colAction])
+colID = Col("Shipment ID", ["SH-8821", "SH-8902", "SH-9011", "SH-9043", "SH-9105"])
+colOrigin = Col("Origin", ["Los Angeles, CA", "Seattle, WA", "Savannah, GA", "Dallas, TX", "Chicago, IL"])
+colDest = Col("Destination", ["Chicago, IL", "Denver, CO", "New York, NY", "Atlanta, GA", "Miami, FL"])
+colCarrier = Col("Carrier", ["Swift Logistics", "FedEx Freight", "Apex Global", "JB Hunt", "FedEx Freight"])
+colETA = Col("ETA", ["Oct 24, 14:00 (Delayed)", "Oct 24, 18:30", "Oct 25, 09:00", "Oct 25, 11:15 (Delayed)", "Oct 26, 08:00"])
+colStatus = Col("Status", ["Delayed", "On Time", "On Time", "Delayed", "On Time"])
+colAction = Col("Action", ["Flagged", "Standard", "Standard", "Flagged", "Standard"])
+
+chartsRow = Card([volumeChartCard, carrierChartCard], "clear", "row", "m")
+
+volumeChartCard = Card([volHeader, volChart], "sunk", "column", "s")
+volHeader = Heading("Weekly Volume (Past 8 Weeks)", "h4")
+volChart = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "grouped", "Week", "Shipments")
+volSeries = Series("Shipments", [320, 345, 310, 390, 410, 385, 430, 452])
+
+carrierChartCard = Card([carrierHeader, carrierChart], "sunk", "column", "s")
+carrierHeader = Heading("Volume Split by Carrier", "h4")
+carrierChart = PieChart(["FedEx Freight", "Swift Logistics", "JB Hunt", "Apex Global", "Other"], [420, 310, 280, 250, 160], "donut")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Reroute delayed shipment #SH-8821")
+f2 = FollowUpItem("Export monthly carrier performance report")
+f3 = FollowUpItem("View detailed cost breakdown by lane")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..40db9ee04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-freight__r4.txt
@@ -0,0 +1,52 @@
+root = Card([header, refreshNotice, searchForm, delayAlert, kpiCards, volumeChart, carrierChart, shipmentTable, followUps])
+
+header = CardHeader("Logistics Coordinator Board", "Real-time dispatch, carrier analytics, and shipment tracking")
+
+refreshNotice = TextContent("Data last refreshed: **Today at 14:32 EST** (Auto-syncs every 15 mins)", "small")
+
+searchForm = Form("search_routes", searchButtons, [routeSearchField, carrierFilterField])
+routeSearchField = FormControl("Search by Route / Shipment ID", routeInput, "Enter origin, destination, or tracking ID")
+routeInput = Input("route_query", "e.g., Chicago, IL or SH-8902")
+carrierFilterField = FormControl("Filter by Carrier", carrierSelect)
+carrierSelect = Select("carrier_filter", [optAll, optFedEx, optDHL, optXPO, optMaersk], "All Carriers")
+optAll = SelectItem("all", "All Carriers")
+optFedEx = SelectItem("fedex", "FedEx Freight")
+optDHL = SelectItem("dhl", "DHL Express")
+optXPO = SelectItem("xpo", "XPO Logistics")
+optMaersk = SelectItem("maersk", "Maersk Line")
+searchButtons = Buttons([searchBtn, resetBtn])
+searchBtn = Button("Search Routes", null, "primary", "normal", "small")
+resetBtn = Button("Clear Filters", null, "tertiary", "normal", "small")
+
+delayAlert = Alert("Delayed Shipments Action Required", "2 active shipments are experiencing delays due to severe weather in the Midwest corridor (SH-8904) and customs hold at Port of LA (SH-8907).", "warning")
+
+kpiCards = Card([onTimeCard, costCard], "clear", "row", "m")
+
+onTimeCard = Card([onTimeTitle, onTimeProgress, onTimeBadge], "sunk", "column", "s")
+onTimeTitle = CardHeader("On-Time Delivery", "Current Month Performance")
+onTimeProgress = Progress(94, "94.2% On-Time Target: 95.0%")
+onTimeBadge = Badge("0.8% below target", "outline")
+
+costCard = Card([costTitle, costText, costBadge], "sunk", "column", "s")
+costTitle = CardHeader("Average Cost / Shipment", "Month to Date")
+costText = TextContent("**$1,425.80** per shipment", "large-heavy")
+costBadge = Badge("-3.4% vs last month", "secondary")
+
+volumeChart = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "natural", "Week (Past 2 Months)", "Shipments Delivered")
+volSeries = Series("Weekly Volume", [340, 380, 415, 390, 450, 485, 510, 495])
+
+carrierChart = PieChart(["FedEx Freight", "DHL Express", "XPO Logistics", "Maersk Line"], [42, 28, 18, 12], "donut", "circular")
+
+shipmentTable = Table([colId, colOrigin, colDest, colCarrier, colEta, colStatus, colAction])
+colId = Col("Shipment ID", ["SH-8901", "SH-8902", "SH-8904", "SH-8905", "SH-8907"])
+colOrigin = Col("Origin", ["Atlanta, GA", "Chicago, IL", "Dallas, TX", "Seattle, WA", "Port of LA"])
+colDest = Col("Destination", ["New York, NY", "Miami, FL", "Denver, CO", "Phoenix, AZ", "Chicago, IL"])
+colCarrier = Col("Carrier", ["FedEx Freight", "DHL Express", "XPO Logistics", "FedEx Freight", "Maersk Line"])
+colEta = Col("ETA", ["Today, 18:00", "Tomorrow, 10:30", "Delayed (Oct 24)", "Oct 25, 14:00", "Delayed (Oct 26)"])
+colStatus = Col("Status", ["In Transit", "In Transit", "Delayed - Weather", "In Transit", "Delayed - Customs"])
+colAction = Col("Flag Issue", ["Flag Shipment", "Flag Shipment", "Flagged (High Priority)", "Flag Shipment", "Flagged (Customs Hold)"], "action")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Reroute delayed shipment SH-8904")
+f2 = FollowUpItem("Export carrier volume report for October")
+f3 = FollowUpItem("Contact Maersk dispatch for SH-8907 update")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..f723e63d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r1.txt
@@ -0,0 +1,77 @@
+root = Card([header, metricsGrid, sectionDivider1, departmentChart, pipelineSection, sectionDivider2, openRolesTable, interviewsList, sectionDivider3, attritionChart, newRoleDrawer, followUps])
+
+header = CardHeader("HR Hiring & Workforce Overview", "Q3 Performance, Active Pipelines & Headcount Metrics")
+
+metricsGrid = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Key Metric", ["Current Headcount", "Open Roles", "Avg Time to Hire (YTD)", "Interviews This Week"])
+valueCol = Col("Value", ["248 FTE", "14 Active", "34 Days", "18 Scheduled"])
+statusCol = Col("Target / Status", ["+12 vs Q2", "8 Priority", "Target: <35 Days", "On Track"])
+
+sectionDivider1 = Separator("horizontal")
+
+departmentChart = PieChart(deptLabels, deptValues, "donut", "circular")
+deptLabels = ["Engineering", "Product & Design", "Sales & Marketing", "Customer Success", "Operations & HR"]
+deptValues = [92, 34, 65, 38, 19]
+
+pipelineSection = BarChart(pipelineLabels, [pipelineSeries], "grouped", "Pipeline Stage", "Candidates")
+pipelineLabels = ["Applied", "Screening", "1st Interview", "Technical / Task", "Final Round", "Offer Extended"]
+pipelineSeries = Series("Active Candidates", [142, 48, 26, 15, 8, 4])
+
+sectionDivider2 = Separator("horizontal")
+
+openRolesTable = Table([roleTitleCol, roleDeptCol, roleApplicantsCol, roleStatusCol])
+roleTitleCol = Col("Role Title", ["Senior Backend Engineer", "Product Designer", "Account Executive", "CS Specialist", "DevOps Engineer", "Marketing Lead"])
+roleDeptCol = Col("Department", ["Engineering", "Product & Design", "Sales & Marketing", "Customer Success", "Engineering", "Sales & Marketing"])
+roleApplicantsCol = Col("Candidates in Pipeline", [38, 24, 42, 18, 12, 29])
+roleStatusCol = Col("Priority Level", ["Urgent", "High", "Medium", "Medium", "Urgent", "High"])
+
+interviewsList = ListBlock([interview1, interview2, interview3, interview4])
+interview1 = ListItem("Senior Backend Engineer - Technical Round", "Mon, 10:00 AM • Candidate: Alex Chen • Panel: Sarah L., Tech Lead")
+interview2 = ListItem("Product Designer - Portfolio Review", "Tue, 2:30 PM • Candidate: Maya Lin • Panel: David K., Head of Design")
+interview3 = ListItem("Account Executive - Final Culture Fit", "Wed, 11:00 AM • Candidate: James Miller • Panel: VP Sales")
+interview4 = ListItem("DevOps Engineer - System Architecture", "Thu, 4:00 PM • Candidate: Priya Nair • Panel: Infra Team")
+
+sectionDivider3 = Separator("horizontal")
+
+attritionChart = LineChart(monthsLabels, [attritionSeries, industryAvgSeries], "natural", "Month", "Departures")
+monthsLabels = ["Mar", "Apr", "May", "Jun", "Jul", "Aug"]
+attritionSeries = Series("Internal Attrition", [3, 2, 4, 1, 2, 2])
+industryAvgSeries = Series("Benchmark Avg", [3, 3, 3, 3, 3, 3])
+
+newRoleDrawer = DrawerBlock("Open New Role Requisition", "Create a New Job Requisition", "Fill in the details below to initiate approval for a new position.", newRoleForm)
+
+newRoleForm = Form("new-role-req", formActions, [roleTitleField, deptField, headcountTypeField, priorityField, descriptionField])
+roleTitleField = FormControl("Job Title", titleInput, "Enter the official job title")
+titleInput = Input("title", "e.g. Senior Frontend Engineer")
+
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptProd, deptSales, deptCS, deptOps], "Select Department")
+deptEng = SelectItem("eng", "Engineering")
+deptProd = SelectItem("prod", "Product & Design")
+deptSales = SelectItem("sales", "Sales & Marketing")
+deptCS = SelectItem("cs", "Customer Success")
+deptOps = SelectItem("ops", "Operations & HR")
+
+headcountTypeField = FormControl("Employment Type", typeRadio)
+typeRadio = RadioGroup("emp_type", [typeFT, typePT, typeContract])
+typeFT = RadioItem("Full-Time", "Permanent budgeted position", "full_time")
+typePT = RadioItem("Part-Time", "Permanent part-time", "part_time")
+typeContract = RadioItem("Contractor", "Fixed-term contract", "contract")
+
+priorityField = FormControl("Priority Level", prioritySelect)
+prioritySelect = Select("priority", [priP1, priP2, priP3], "Select urgency")
+priP1 = SelectItem("p1", "P1 - Urgent (Immediate Backfill / Key Hire)")
+priP2 = SelectItem("p2", "P2 - High (Planned Growth)")
+priP3 = SelectItem("p3", "P3 - Standard")
+
+descriptionField = FormControl("Justification & Scope", descArea, "Briefly explain the business need for this headcount")
+descArea = TextArea("description", "Describe team goals, budget allocation, and key outcomes...", 3)
+
+formActions = Buttons([submitReqBtn, cancelReqBtn])
+submitReqBtn = Button("Submit Requisition", null, "primary")
+cancelReqBtn = Button("Save Draft", null, "secondary")
+
+followUps = FollowUpBlock([suggest1, suggest2, suggest3])
+suggest1 = FollowUpItem("Export hiring funnel report to CSV")
+suggest2 = FollowUpItem("Filter open roles by Engineering department")
+suggest3 = FollowUpItem("Schedule quarterly recruiting review")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..a3719f6db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r2.txt
@@ -0,0 +1,70 @@
+root = Card([header, kpiGrid, chartsRow, mainSection, formsSection, followUp])
+header = CardHeader("HR Hiring & Workforce Overview", "Q3 Performance & Active Pipeline Insights")
+
+kpiGrid = Card([headcountCallout, openRolesCallout, avgTimeCallout], "clear", "row", "m")
+headcountCallout = TextCallout("info", "1,248", "Current Headcount (+3.2% vs last quarter)")
+openRolesCallout = TextCallout("success", "24 Roles", "Active Open Positions across 5 departments")
+avgTimeCallout = TextCallout("neutral", "38 Days", "Average Time to Hire (Target: <40 days)")
+
+chartsRow = Card([deptPieCard, attritionLineCard], "clear", "row", "m")
+
+deptPieCard = Card([deptPieHeader, deptPie], "card", "column", "s")
+deptPieHeader = CardHeader("Headcount by Department", "Distribution across core divisions")
+deptPie = PieChart(["Engineering", "Sales & Marketing", "Product & Design", "Operations & HR", "Customer Support"], [520, 310, 140, 118, 160], "donut")
+
+attritionLineCard = Card([attritionHeader, attritionLine], "card", "column", "s")
+attritionHeader = CardHeader("Monthly Attrition Rate", "Past 6 months trend (%)")
+attritionLine = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "% Attrition")
+attritionSeries = Series("Attrition Rate", [1.2, 1.4, 0.9, 1.1, 1.5, 0.8])
+
+mainSection = Tabs([openRolesTab, pipelineTab, interviewsTab])
+
+openRolesTab = TabItem("roles", "Open Roles (24)", [rolesTable])
+rolesTable = Table([roleTitleCol, roleDeptCol, roleApplicantsCol, roleStatusCol])
+roleTitleCol = Col("Role Title", ["Senior Backend Engineer", "Staff Product Designer", "Enterprise Account Executive", "HR Operations Specialist", "DevOps Engineer", "Marketing Lead"])
+roleDeptCol = Col("Department", ["Engineering", "Product & Design", "Sales & Marketing", "Operations & HR", "Engineering", "Sales & Marketing"])
+roleApplicantsCol = Col("Active Applicants", [42, 18, 29, 14, 31, 22])
+roleStatusCol = Col("Status", ["Interviewing", "Screening", "Offer Stage", "Interviewing", "Sourcing", "Interviewing"])
+
+pipelineTab = TabItem("pipeline", "Pipeline Stages", [pipelineBar])
+pipelineBar = HorizontalBarChart(["Sourced", "Screening", "Technical Test", "Panel Interview", "Offer Pending"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [145, 62, 28, 14, 6])
+
+interviewsTab = TabItem("interviews", "Interviews This Week (12)", [interviewsList])
+interviewsList = ListBlock([interview1, interview2, interview3, interview4])
+interview1 = ListItem("Jane Doe — Senior Backend Engineer", "System Design Interview • Mon, 10:00 AM • Panel: Alex M., Sarah T.")
+interview2 = ListItem("Marcus Chen — Staff Product Designer", "Portfolio Review • Tue, 2:00 PM • Panel: Elena R.")
+interview3 = ListItem("Samantha Ray — Enterprise Account Executive", "Final Executive Pitch • Wed, 11:30 AM • Panel: David K.")
+interview4 = ListItem("Liam O'Connor — DevOps Engineer", "Technical Screen • Thu, 4:00 PM • Panel: Chris P.")
+
+formsSection = Accordion([newRoleAccordion])
+newRoleAccordion = AccordionItem("open-role", "➕ Open a New Role", [newRoleForm])
+
+newRoleForm = Form("open_role_form", formActions, [jobTitleControl, deptControl, headcountTypeControl, reqReasonControl])
+jobTitleControl = FormControl("Job Title", jobTitleInput, "Enter the official position title")
+jobTitleInput = Input("job_title", "e.g. Senior Frontend Engineer")
+
+deptControl = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptProd, deptSales, deptOps, deptSupp], "Select target department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product & Design")
+deptSales = SelectItem("sales", "Sales & Marketing")
+deptOps = SelectItem("operations", "Operations & HR")
+deptSupp = SelectItem("support", "Customer Support")
+
+headcountTypeControl = FormControl("Headcount Type", headcountRadio)
+headcountRadio = RadioGroup("headcount_type", [typeNew, typeBackfill], "new")
+typeNew = RadioItem("New Budgeted Headcount", "Approved position in Q3/Q4 budget", "new")
+typeBackfill = RadioItem("Backfill Position", "Replacing a departing team member", "backfill")
+
+reqReasonControl = FormControl("Justification & Scope", reqReasonArea, "Provide business context for this role requisition")
+reqReasonArea = TextArea("justification", "Explain key objectives, urgency, and expected impact...", 3)
+
+formActions = Buttons([submitRoleBtn, cancelRoleBtn])
+submitRoleBtn = Button("Submit Requisition", null, "primary")
+cancelRoleBtn = Button("Save Draft", null, "secondary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Download Q3 HR Performance Report")
+f2 = FollowUpItem("Filter open roles by Engineering")
+f3 = FollowUpItem("Schedule emergency sync with Recruiting Team")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..b9017d211
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r3.txt
@@ -0,0 +1,69 @@
+root = Card([header, mainCallout, kpiCards, chartsRow1, chartsRow2, lowerSection, followUp])
+header = CardHeader("HR Hiring & Workforce Overview", "Q3 Talent Acquisition Dashboard & Metrics")
+mainCallout = Callout("info", "Headcount Growth Target", "Current hiring pace is on track to meet the Q3 target of +15 net new hires.")
+
+kpiHeadcount = TextContent("**Current Headcount**\n# 248\n+4 this month", "large")
+kpiTime = TextContent("**Avg Time to Hire**\n# 34 Days\n-3 days vs last quarter", "large")
+kpiInterviews = TextContent("**Interviews This Week**\n# 18\n8 Screenings, 6 Tech, 4 Final", "large")
+kpiCards = Card([kpiHeadcount, kpiTime, kpiInterviews], "sunk", "row", "m", "center", "between")
+
+chartsRow1 = Card([deptPieSection, pipelineBarSection], "clear", "row", "m")
+
+deptPieSection = Card([deptTitle, deptPie], "card", "column", "s")
+deptTitle = Heading("Headcount Split by Department", "h3")
+deptPie = PieChart(["Engineering", "Sales & Mktg", "Product & Design", "Operations", "HR & Admin"], [105, 62, 38, 28, 15], "donut", "circular")
+
+pipelineBarSection = Card([pipeTitle, pipeChart], "card", "column", "s")
+pipeTitle = Heading("Candidates by Pipeline Stage", "h3")
+pipeChart = BarChart(["Sourcing", "Screening", "Interview", "Offer", "Hired"], [pipeSeries], "grouped", "Stage", "Candidates")
+pipeSeries = Series("Candidates", [85, 42, 24, 6, 12])
+
+chartsRow2 = Card([attritionSection], "card", "column", "s")
+attritionSection = Card([attritionTitle, attritionChart], "clear", "column", "xs")
+attritionTitle = Heading("Attrition Trend (Past 6 Months)", "h3")
+attritionChart = LineChart(["Feb", "Mar", "Apr", "May", "Jun", "Jul"], [attritionSeries], "natural", "Month", "Employees Departure Rate (%)")
+attritionSeries = Series("Attrition Rate (%)", [1.2, 1.5, 0.8, 1.1, 0.9, 1.4])
+
+lowerSection = Card([openRolesCard, actionsCard], "clear", "row", "m")
+
+openRolesCard = Card([rolesTitle, rolesTable], "card", "column", "s")
+rolesTitle = Heading("Open Roles", "h3")
+rolesTable = Table([roleCol, deptCol, locationCol, statusCol])
+roleCol = Col("Role Title", ["Senior Backend Engineer", "Product Designer", "Account Executive", "HR Operations Lead", "Data Analyst"])
+deptCol = Col("Department", ["Engineering", "Product & Design", "Sales & Mktg", "HR & Admin", "Engineering"])
+locationCol = Col("Location", ["Remote", "New York", "San Francisco", "Remote", "Austin"])
+statusCol = Col("Status", ["Interviewing", "Screening", "Offer Stage", "Sourcing", "Interviewing"])
+
+actionsCard = Card([actionsTitle, actionDesc, openRoleDialog, openRoleDrawer], "card", "column", "m", "start", "start")
+actionsTitle = Heading("Talent Management", "h3")
+actionDesc = TextContent("Initiate new hiring requests or launch the structured requisition flow.", "default")
+openRoleDialog = DialogBlock("Open New Role (Quick)", "Requisition Form", "Fill out basic details to immediately initiate a new hiring request.", dialogFormContent, "default")
+dialogFormContent = Form("quick-role-form", formButtons, [roleNameField, deptSelectField, urgencyField])
+roleNameField = FormControl("Role Title", roleNameInput)
+roleNameInput = Input("title", "e.g. Senior Frontend Engineer")
+deptSelectField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [dEng, dSales, dProd, dOps, dHR], "Select Department")
+dEng = SelectItem("eng", "Engineering")
+dSales = SelectItem("sales", "Sales & Mktg")
+dProd = SelectItem("prod", "Product & Design")
+dOps = SelectItem("ops", "Operations")
+dHR = SelectItem("hr", "HR & Admin")
+urgencyField = FormControl("Priority Level", urgencyRadio)
+urgencyRadio = RadioGroup("urgency", [uLow, uMed, uHigh], "med")
+uLow = RadioItem("Low", "Standard timeline (45+ days)", "low")
+uMed = RadioItem("Medium", "Target fill within 30 days", "med")
+uHigh = RadioItem("High", "Urgent replacement (< 15 days)", "high")
+formButtons = Buttons([submitRoleBtn, cancelRoleBtn])
+submitRoleBtn = Button("Submit Requisition", null, "primary")
+cancelRoleBtn = Button("Cancel", null, "tertiary")
+
+openRoleDrawer = DrawerBlock("Detailed Requisition Guide", "Role Requisition Steps", "Follow the guided process for headcount approval.", drawerSteps)
+drawerSteps = Steps([step1, step2, step3])
+step1 = StepsItem("Budget Approval", "Verify headcount allocation with Finance lead.")
+step2 = StepsItem("Job Description Draft", "Submit role responsibilities and compensation band.")
+step3 = StepsItem("Recruiter Assignment", "Assign dedicated talent acquisition partner.")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export hiring report to CSV")
+f2 = FollowUpItem("View recruiter capacity workload")
+f3 = FollowUpItem("Schedule pipeline calibration meeting")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..98a775788
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-hr__r4.txt
@@ -0,0 +1,90 @@
+root = Card([header, kpiRow, divider1, mainGrid, divider2, attritionSection, followUp])
+
+header = CardHeader("HR & Talent Acquisition Dashboard", "Q3 Hiring Overview & Workforce Metrics")
+
+kpiRow = Card([hcKpi, tthKpi, openRolesKpi, interviewKpi], "clear", "row", "m")
+hcKpi = Card([hcTitle, hcVal, hcSub], "sunk", "column", "xs")
+hcTitle = TextContent("Current Headcount", "small")
+hcVal = TextContent("482", "large-heavy")
+hcSub = Badge("+12 this quarter", "secondary")
+
+tthKpi = Card([tthTitle, tthVal, tthSub], "sunk", "column", "xs")
+tthTitle = TextContent("Avg. Time to Hire", "small")
+tthVal = TextContent("34 Days", "large-heavy")
+tthSub = Badge("-3 days vs Q2", "secondary")
+
+openRolesKpi = Card([openTitle, openVal, openSub], "sunk", "column", "xs")
+openTitle = TextContent("Open Roles", "small")
+openVal = TextContent("18 Active", "large-heavy")
+openSub = Badge("4 urgent", "destructive")
+
+interviewKpi = Card([intTitle, intVal, intSub], "sunk", "column", "xs")
+intTitle = TextContent("Interviews This Week", "small")
+intVal = TextContent("24 Scheduled", "large-heavy")
+intSub = Badge("6 today", "default")
+
+divider1 = Separator("horizontal")
+
+mainGrid = Card([leftCol, rightCol], "clear", "row", "l")
+leftCol = Card([openRolesHeader, openRolesTable, newRoleDrawer], "clear", "column", "m")
+openRolesHeader = Heading("Open Roles by Department", "h3")
+openRolesTable = Table([roleCol, deptCol, statusCol, countCol])
+roleCol = Col("Role Title", ["Senior Backend Engineer", "Product Manager", "UX Designer", "Account Executive", "Data Scientist", "DevOps Engineer"])
+deptCol = Col("Department", ["Engineering", "Product", "Design", "Sales", "Data", "Engineering"])
+statusCol = Col("Priority", ["High", "Urgent", "Medium", "Urgent", "Medium", "High"])
+countCol = Col("Applicants", [42, 18, 29, 65, 14, 22])
+
+newRoleDrawer = DrawerBlock("Open New Role", "Create a Requisition", "Fill out the details below to open a new job position for approval.", newRoleForm)
+newRoleForm = Form("new-role-form", formBtns, [roleTitleFc, deptFc, levelFc, reqReasonFc])
+roleTitleFc = FormControl("Job Title", roleTitleInput)
+roleTitleInput = Input("title", "e.g. Senior Frontend Developer")
+deptFc = FormControl("Department", deptSelect)
+deptSelect = Select("dept", [d1, d2, d3, d4, d5], "Select department")
+d1 = SelectItem("eng", "Engineering")
+d2 = SelectItem("prod", "Product")
+d3 = SelectItem("sales", "Sales")
+d4 = SelectItem("mktg", "Marketing")
+d5 = SelectItem("ops", "Operations")
+levelFc = FormControl("Employment Type", levelRadio)
+levelRadio = RadioGroup("type", [typeFt, typePt, typeCont])
+typeFt = RadioItem("Full-Time", "Standard 40h/week", "ft")
+typePt = RadioItem("Part-Time", "Flexible hours", "pt")
+typeCont = RadioItem("Contractor", "Fixed-term scope", "contract")
+reqReasonFc = FormControl("Business Justification", reqReasonTa, "Explain why this headcount is needed")
+reqReasonTa = TextArea("justification", "Budget approval reference or team workload expansion...", 3)
+formBtns = Buttons([submitReqBtn, cancelReqBtn])
+submitReqBtn = Button("Submit Requisition", null, "primary")
+cancelReqBtn = Button("Cancel", null, "tertiary")
+
+rightCol = Card([tabsSection], "clear", "column", "m")
+tabsSection = Tabs([pipelineTab, deptSplitTab, interviewScheduleTab])
+
+pipelineTab = TabItem("pipeline", "Candidate Pipeline", [pipelineHeading, pipelineChart])
+pipelineHeading = Heading("Candidates by Stage", "h4")
+pipelineChart = HorizontalBarChart(["Sourced", "Screening", "Interview", "Offer Stage", "Hired (Q3)"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Active Candidates", [140, 85, 42, 12, 28])
+
+deptSplitTab = TabItem("deptSplit", "Headcount Split", [deptHeading, deptChart])
+deptHeading = Heading("Headcount by Department", "h4")
+deptChart = PieChart(["Engineering", "Sales", "Product & Design", "Marketing", "Operations", "HR & Admin"], [180, 120, 65, 45, 52, 20], "donut")
+
+interviewScheduleTab = TabItem("interviews", "Interviews This Week", [intHeading, intList])
+intHeading = Heading("Upcoming Schedule", "h4")
+intList = ListBlock([i1, i2, i3, i4])
+i1 = ListItem("Senior Backend Engineer - Technical Round", "Mon 2:00 PM • Alex Rivera (Interviewer: Tech Lead)")
+i2 = ListItem("Product Manager - Culture Fit", "Tue 10:30 AM • Sarah Chen (Interviewer: VP Product)")
+i3 = ListItem("Account Executive - Final Pitch", "Wed 3:00 PM • Marcus Vance (Interviewer: Sales Dir)")
+i4 = ListItem("UX Designer - Portfolio Review", "Thu 11:00 AM • Elena Rostova (Interviewer: Design Lead)")
+
+divider2 = Separator("horizontal")
+
+attritionSection = Card([attritionHeader, attritionChart], "clear", "column", "m")
+attritionHeader = CardHeader("Six-Month Attrition & Voluntary Turnover", "Monthly departures and voluntary vs involuntary split")
+attritionChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [voluntarySeries, involuntarySeries], "natural", "Month", "Departures")
+voluntarySeries = Series("Voluntary Resignation", [2, 3, 1, 4, 2, 1])
+involuntarySeries = Series("Involuntary / Contract End", [1, 1, 0, 1, 1, 0])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Filter pipeline by Engineering department")
+f2 = FollowUpItem("Export time-to-hire report for Q3")
+f3 = FollowUpItem("View salary benchmarks for open roles")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..915545c73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r1.txt
@@ -0,0 +1,64 @@
+root = Card([header, filterForm, kpis, chartsSection, listsSection, followUp])
+
+header = CardHeader("Training Platform Analytics", "Real-time engagement, completion metrics, and cohort management")
+
+filterForm = Form("cohortFilter", filterButtons, [cohortField])
+cohortField = FormControl("Filter by Cohort", cohortSelect, "Narrow analytics to a specific learning group")
+cohortSelect = Select("cohort", [cAll, c2024q1, c2024q2, cEng, cSales], "All Cohorts", null, "All Cohorts")
+cAll = SelectItem("All Cohorts", "All Cohorts (Global)")
+c2024q1 = SelectItem("Q1 2024", "2024 Q1 Engineering")
+c2024q2 = SelectItem("Q2 2024", "2024 Q2 Product & Design")
+cEng = SelectItem("Frontend Bootcamp", "Frontend Web Dev 2024")
+cSales = SelectItem("Sales Onboarding", "Enterprise Sales Q2")
+filterButtons = Buttons([applyFilterBtn, messageCohortBtn])
+applyFilterBtn = Button("Apply Filter", null, "primary", "normal", "small")
+messageCohortBtn = Button("Message Cohort", null, "secondary", "normal", "small")
+
+kpis = Table([kpiMetric, kpiValue, kpiChange, kpiStatus])
+kpiMetric = Col("Key Metric", ["Active Learners (This Week)", "Course Completion Rate", "Average Quiz Score"])
+kpiValue = Col("Current Value", ["1,284", "68.4%", "84.2%"])
+kpiChange = Col("vs. Last Week", ["+12.5%", "+3.1%", "+1.8%"])
+kpiStatus = Col("Status", ["On Target", "Needs Attention", "On Target"])
+
+chartsSection = Tabs([engagementTab, enrollmentTab])
+
+engagementTab = TabItem("engagement", "8-Week Engagement Trend", [engagementChart])
+engagementChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"], [activeSeries, completionSeries], "natural", "Timeline", "Learners / %")
+activeSeries = Series("Active Learners", [850, 920, 980, 1050, 1120, 1180, 1210, 1284])
+completionSeries = Series("Avg Completion %", [52, 55, 58, 60, 63, 65, 66, 68])
+
+enrollmentTab = TabItem("enrollment", "Courses Ranked by Enrollment", [coursesChart])
+coursesChart = HorizontalBarChart(["DevOps & Kubernetes", "Data Science Fundamentals", "Advanced React & Next.js", "Product Strategy", "Cybersecurity Essentials"], [enrollmentSeries], "grouped", "Students Enrolled", "Course Title")
+enrollmentSeries = Series("Total Enrolled", [1420, 1180, 950, 720, 540])
+
+listsSection = SectionBlock([atRiskSection, messageModalSection])
+
+atRiskSection = SectionItem("atRisk", "Learners at Risk of Dropping Out (5 Identified)", [atRiskTable])
+atRiskTable = Table([riskName, riskCohort, riskInactivity, riskProgress, riskAction])
+riskName = Col("Learner", ["Alex Rivera", "Jordan Smith", "Taylor Chen", "Morgan Vance", "Samira Khan"])
+riskCohort = Col("Cohort", ["Frontend Bootcamp", "2024 Q1 Engineering", "Enterprise Sales Q2", "Frontend Bootcamp", "2024 Q2 Product"])
+riskInactivity = Col("Inactivity", ["14 days", "12 days", "10 days", "9 days", "8 days"])
+riskProgress = Col("Course Progress", ["12%", "28%", "15%", "42%", "35%"])
+riskAction = Col("Action Required", ["Send Nudge", "Schedule 1-on-1", "Send Nudge", "Send Nudge", "Review Quiz Logs"])
+
+messageModalSection = SectionItem("messageModal", "Cohort Messaging & Announcements", [messageDrawer])
+messageDrawer = DrawerBlock("Send Broadcast Message to Cohort", "Broadcast Announcement", "Message will be delivered via email and in-app notification to all active cohort members.", [messageForm])
+
+messageForm = Form("sendMessage", msgButtons, [msgTargetField, msgSubjectField, msgBodyField])
+msgTargetField = FormControl("Target Audience", msgTargetSelect)
+msgTargetSelect = Select("targetCohort", [tAll, tRisk, tActive], "Select target cohort")
+tAll = SelectItem("All", "Selected Cohort (All Members)")
+tRisk = SelectItem("AtRisk", "At-Risk Learners Only")
+tActive = SelectItem("Active", "Active Learners Only")
+msgSubjectField = FormControl("Subject Line", msgSubjectInput)
+msgSubjectInput = Input("subject", "Important update regarding your course schedule")
+msgBodyField = FormControl("Message Body", msgBodyArea, "Supports plain text and standard links.")
+msgBodyArea = TextArea("body", "Hi team, we noticed you've been working hard through the recent modules...", 4)
+msgButtons = Buttons([sendNowBtn, cancelMsgBtn])
+sendNowBtn = Button("Send Announcement", null, "primary")
+cancelMsgBtn = Button("Cancel", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export at-risk learner list to CSV")
+f2 = FollowUpItem("View detailed quiz score breakdown by module")
+f3 = FollowUpItem("Schedule automated weekly engagement report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..69f57136e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r2.txt
@@ -0,0 +1,78 @@
+root = Card([header, controls, kpis, chartsRow, listsRow, messageSection, followUps], "card", "column", "l")
+
+header = CardHeader("Training Platform Analytics", "Real-time engagement, learner performance, and cohort insights")
+
+controls = Card([cohortFilter], "clear", "row", "m", "center", "between")
+cohortFilter = FormControl("Filter by Cohort", cohortSelect)
+cohortSelect = Select("cohort_select", [cohortAll, cohortQ1, cohortQ2, cohortEng, cohortProduct], "All Cohorts")
+cohortQ1 = SelectItem("q1_2024", "Q1 2024 BootCamp")
+cohortQ2 = SelectItem("q2_2024", "Q2 2024 BootCamp")
+cohortEng = SelectItem("eng_onboarding", "Engineering Onboarding")
+cohortProduct = SelectItem("prod_lead", "Product Leadership")
+cohortAll = SelectItem("all", "All Cohorts")
+
+kpis = Card([activeLearnersCard, completionRateCard, avgQuizScoreCard], "clear", "row", "m", "stretch", "between")
+
+activeLearnersCard = Card([activeLearnersHeader, activeLearnersVal, activeLearnersTag], "sunk", "column", "xs")
+activeLearnersHeader = Heading("Active Learners (This Week)", "h4")
+activeLearnersVal = TextContent("1,420", "large-heavy")
+activeLearnersTag = Tag("+12% vs last week", "trending-up", "sm", "success")
+
+completionRateCard = Card([completionRateHeader, completionRateVal, completionRateProgress], "sunk", "column", "xs")
+completionRateHeader = Heading("Course Completion Rate", "h4")
+completionRateVal = TextContent("78.5%", "large-heavy")
+completionRateProgress = Progress(78.5, "Overall benchmark: 75%")
+
+avgQuizScoreCard = Card([avgQuizScoreHeader, avgQuizScoreVal, avgQuizScoreTag], "sunk", "column", "xs")
+avgQuizScoreHeader = Heading("Average Quiz Score", "h4")
+avgQuizScoreVal = TextContent("84.2%", "large-heavy")
+avgQuizScoreTag = Tag("+3.1% overall grade", "check", "sm", "info")
+
+chartsRow = Tabs([tabEngagement, tabEnrollment])
+
+tabEngagement = TabItem("engagement_tab", "8-Week Engagement Trend", [engagementChart])
+engagementChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"], [activeSeries, submissionSeries], "natural", "Timeline", "Learners")
+activeSeries = Series("Active Users", [950, 1020, 1150, 1100, 1280, 1340, 1390, 1420])
+submissionSeries = Series("Quiz Submissions", [810, 890, 940, 910, 1050, 1120, 1180, 1240])
+
+tabEnrollment = TabItem("enrollment_tab", "Top Courses by Enrollment", [enrollmentChart])
+enrollmentChart = HorizontalBarChart(["Full-Stack Web Dev", "Data Science Fundamentals", "Cloud Architecture", "UX/UI Design Systems", "Cybersecurity Essentials"], [enrollmentSeries], "grouped", "Students Enrolled", "Course")
+enrollmentSeries = Series("Enrolled Learners", [450, 380, 310, 260, 190])
+
+listsRow = Card([atRiskSection], "sunk", "column", "m")
+atRiskSection = SectionBlock([atRiskItem], false)
+atRiskItem = SectionItem("at_risk_list", "Learners at Risk of Dropping Out (5 Identified)", [atRiskTable])
+
+atRiskTable = Table([colName, colCohort, colInactivity, colAvgScore, colAction])
+colName = Col("Learner Name", ["Alex Rivera", "Jordan Smith", "Taylor Chen", "Morgan Reed", "Sam Casey"])
+colCohort = Col("Cohort", ["Q1 2024 BootCamp", "Engineering Onboarding", "Q1 2024 BootCamp", "Product Leadership", "Q2 2024 BootCamp"])
+colInactivity = Col("Days Inactive", [14, 12, 10, 9, 8])
+colAvgScore = Col("Quiz Score", ["45%", "52%", "48%", "58%", "50%"])
+colAction = Col("Status", ["Critical Risk", "High Risk", "High Risk", "Medium Risk", "Medium Risk"])
+
+messageSection = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("Message Cohort", "Send an announcement, reminder, or encouragement directly to selected learners")
+messageForm = Form("message_cohort_form", formButtons, [targetCohortField, msgSubjectField, msgBodyField])
+
+targetCohortField = FormControl("Target Cohort", targetSelect)
+targetSelect = Select("target_cohort", [tQ1, tQ2, tEng, tProd, tAtRisk], "Select target cohort")
+tQ1 = SelectItem("q1_2024", "Q1 2024 BootCamp")
+tQ2 = SelectItem("q2_2024", "Q2 2024 BootCamp")
+tEng = SelectItem("eng_onboarding", "Engineering Onboarding")
+tProd = SelectItem("prod_lead", "Product Leadership")
+tAtRisk = SelectItem("at_risk_only", "All At-Risk Learners (Inactivity > 7 Days)")
+
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "Check-in: How can we support your learning journey?")
+
+msgBodyField = FormControl("Message Body", msgBodyText)
+msgBodyText = TextArea("body", "Hi team, we noticed you haven't logged in recently...", 4)
+
+formButtons = Buttons([sendBtn, draftBtn])
+sendBtn = Button("Send Broadcast", null, "primary")
+draftBtn = Button("Save Draft", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export at-risk learner list to CSV")
+f2 = FollowUpItem("Schedule automated reminder for inactive students")
+f3 = FollowUpItem("View detailed quiz performance breakdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..9482095f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r3.txt
@@ -0,0 +1,74 @@
+root = Card([header, filterSection, kpiRow, mainContent, messageDrawer, followUps], "card", "column", "l")
+
+header = CardHeader("Learning Analytics & Insights", "Real-time engagement, completion metrics, and learner retention tracking")
+
+filterSection = Card([cohortControl], "sunk", "row", "m", "center", "between")
+cohortControl = FormControl("Filter by Cohort", cohortSelect)
+cohortSelect = Select("cohort", [cAll, c2024q1, c2024q2, cDataScience, cExecDev], "Select cohort...", null, "1", "medium")
+cAll = SelectItem("all", "All Cohorts (Overall)")
+c2024q1 = SelectItem("q1_2024", "Engineering Boot Camp - 2024 Q1")
+c2024q2 = SelectItem("q2_2024", "Product Leadership - 2024 Q2")
+cDataScience = SelectItem("ds_101", "Data Science & AI Intensive")
+cExecDev = SelectItem("exec_dev", "Executive Leadership Program")
+
+kpiRow = Card([kpi1, kpi2, kpi3], "clear", "row", "m", "stretch", "between")
+
+kpi1 = Card([kpi1Header, kpi1Val, kpi1Badge], "card", "column", "xs")
+kpi1Header = TextContent("Active Learners (This Week)", "small-heavy")
+kpi1Val = Heading("1,248", "h1")
+kpi1Badge = Badge("+12% vs last week", "secondary")
+
+kpi2 = Card([kpi2Header, kpi2Val, kpi2Progress], "card", "column", "xs")
+kpi2Header = TextContent("Course Completion Rate", "small-heavy")
+kpi2Val = Heading("78.4%", "h1")
+kpi2Progress = Progress(78, "Target: 80%")
+
+kpi3 = Card([kpi3Header, kpi3Val, kpi3Badge], "card", "column", "xs")
+kpi3Header = TextContent("Average Quiz Score", "small-heavy")
+kpi3Val = Heading("86.2%", "h1")
+kpi3Badge = Badge("+3.1% overall improvement", "secondary")
+
+mainContent = Tabs([trendTab, coursesTab, riskTab])
+
+trendTab = TabItem("trend", "Engagement Trend (8 Wks)", [trendChart, trendNote])
+trendChart = AreaChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8"], [activeSeries, submissionSeries], "natural", "Week", "Learner Actions")
+activeSeries = Series("Active Weekly Users", [850, 920, 980, 1050, 1100, 1180, 1210, 1248])
+submissionSeries = Series("Quiz & Assignment Submissions", [1200, 1350, 1410, 1580, 1620, 1750, 1890, 1940])
+trendNote = Callout("info", "Peak Engagement Detected", "Assignment submission activity spikes every Tuesday and Thursday following live workshop sessions.")
+
+coursesTab = TabItem("courses", "Courses by Enrollment", [coursesChart, coursesTable])
+coursesChart = HorizontalBarChart(["Data Science 101", "Fullstack Web Dev", "Product Mgmt Fundamentals", "Cloud Architecture", "Cybersecurity Basics"], [enrollmentSeries], "grouped", "Enrolled Learners", "Course")
+enrollmentSeries = Series("Enrollments", [450, 380, 290, 210, 160])
+coursesTable = Table([colCourse, colEnrolled, colCompRate, colAvgScore])
+colCourse = Col("Course Name", ["Data Science 101", "Fullstack Web Dev", "Product Mgmt Fundamentals", "Cloud Architecture", "Cybersecurity Basics"])
+colEnrolled = Col("Enrolled", [450, 380, 290, 210, 160])
+colCompRate = Col("Completion Rate", ["82%", "74%", "89%", "68%", "79%"])
+colAvgScore = Col("Avg Quiz Score", ["88%", "84%", "91%", "79%", "85%"])
+
+riskTab = TabItem("risk", "At-Risk Learners (Dropout Risk)", [riskAlert, riskList])
+riskAlert = Alert("Retention Risk Flagged", "14 learners have not logged in for over 10 days and have falling quiz scores.", "warning")
+riskList = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Alex Rivera (Data Science 101)", "Last active: 12 days ago | Avg Score: 54% | Dropout Risk: High", null, "Review Activity")
+risk2 = ListItem("Samira Khan (Fullstack Web Dev)", "Last active: 10 days ago | Avg Score: 58% | Dropout Risk: High", null, "Review Activity")
+risk3 = ListItem("Marcus Chen (Cloud Architecture)", "Last active: 14 days ago | Avg Score: 61% | Dropout Risk: Medium", null, "Review Activity")
+risk4 = ListItem("Taylor Swift (Product Mgmt)", "Last active: 11 days ago | Avg Score: 63% | Dropout Risk: Medium", null, "Review Activity")
+
+messageDrawer = DrawerBlock("Message Cohort", "Send Message to Cohort", "Reach out directly to all learners or specific sub-groups within the selected cohort.", [messageForm])
+messageForm = Form("cohort-msg-form", msgButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Target Audience", msgCohortSelect)
+msgCohortSelect = Select("target_group", [targetAll, targetAtRisk, targetIncomplete], "Select target group...")
+targetAll = SelectItem("all_cohort", "All Active Learners in Cohort")
+targetAtRisk = SelectItem("at_risk_only", "At-Risk Learners Only (<65% Score / Inactive)")
+targetIncomplete = SelectItem("behind_schedule", "Learners Behind Schedule")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g., Checking in on your learning progress!")
+msgBodyField = FormControl("Message Body", msgBodyText)
+msgBodyText = TextArea("body", "Type your message here...", 4)
+msgButtons = Buttons([sendBtn, cancelMsgBtn])
+sendBtn = Button("Send Broadcast Message", null, "primary")
+cancelMsgBtn = Button("Cancel", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export dropout risk report to CSV")
+f2 = FollowUpItem("Schedule automated reminder for inactive learners")
+f3 = FollowUpItem("Compare Q1 vs Q2 completion rates")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..a78693f55
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-learning__r4.txt
@@ -0,0 +1,69 @@
+root = Card([header, cohortFilter, kpiRow, mainContent, messageDrawer, followUps], "card", "column", "l")
+header = CardHeader("Training Platform Analytics", "Real-time engagement, performance, and learner retention metrics")
+cohortFilter = Form("cohort-selector", filterButtons, [cohortControl])
+cohortControl = FormControl("Selected Cohort", cohortSelect)
+cohortSelect = Select("cohort_id", [cohortAll, cohortEng2024, cohortProductQ1, cohortDataFeb], "All Cohorts", null, "All Cohorts", "small")
+cohortAll = SelectItem("all", "All Cohorts (Global)")
+cohortEng2024 = SelectItem("eng_2024", "Engineering 2024 BootCamp")
+cohortProductQ1 = SelectItem("prod_q1", "Product Management Q1")
+cohortDataFeb = SelectItem("data_feb", "Data Science Feb Cohort")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Update View", null, "secondary", "normal", "small")
+kpiRow = Card([activeLearnersCard, completionRateCard, avgQuizScoreCard], "clear", "row", "m", "stretch")
+activeLearnersCard = Card([activeBadge, activeHeader, activeText], "sunk", "column", "s")
+activeBadge = Badge("Active Now", "default")
+activeHeader = CardHeader("1,482", "Active Learners This Week")
+activeText = TextContent("+12% vs last week", "small")
+completionRateCard = Card([completionBadge, completionHeader, completionProgress], "sunk", "column", "s")
+completionBadge = Badge("On Track", "secondary")
+completionHeader = CardHeader("78.4%", "Course Completion Rate")
+completionProgress = Progress(78, "Overall progress target: 80%")
+avgQuizScoreCard = Card([quizBadge, quizHeader, quizText], "sunk", "column", "s")
+quizBadge = Badge("High Performance", "secondary")
+quizHeader = CardHeader("86.5%", "Average Quiz Score")
+quizText = TextContent("Top topic: Advanced System Design", "small")
+mainContent = Tabs([trendTab, coursesTab, atRiskTab])
+trendTab = TabItem("engagement", "Weekly Engagement Trend", [trendSection])
+trendSection = Card([trendHeader, trendChart], "clear", "column", "m")
+trendHeader = CardHeader("Learner Engagement", "Active users and completed modules over the past 8 weeks")
+trendChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"], [activeSeries, completedSeries], "natural", "Week", "Count")
+activeSeries = Series("Active Learners", [980, 1050, 1120, 1200, 1180, 1340, 1410, 1482])
+completedSeries = Series("Completed Modules", [420, 510, 580, 640, 610, 780, 830, 910])
+coursesTab = TabItem("rankings", "Enrollment Rankings", [coursesSection])
+coursesSection = Card([coursesHeader, rankingsChart, rankingsTable], "clear", "column", "m")
+coursesHeader = CardHeader("Courses Ranked by Enrollment", "Top performing training modules")
+rankingsChart = HorizontalBarChart(["Full-Stack Web Dev", "Data Science Fundamentals", "Product Leadership", "Cloud Architecture", "UX/UI Design Basics"], [enrollmentSeries], "grouped", "Enrollments", "Course")
+enrollmentSeries = Series("Enrolled Learners", [840, 620, 510, 430, 310])
+rankingsTable = Table([courseCol, categoryCol, enrolledCol, compCol])
+courseCol = Col("Course Name", ["Full-Stack Web Dev", "Data Science Fundamentals", "Product Leadership", "Cloud Architecture", "UX/UI Design Basics"])
+categoryCol = Col("Category", ["Engineering", "Data", "Product", "DevOps", "Design"])
+enrolledCol = Col("Total Enrolled", [840, 620, 510, 430, 310], "number")
+compCol = Col("Completion Rate", ["82%", "74%", "88%", "69%", "91%"], "string")
+atRiskTab = TabItem("risk", "Learners At Risk", [riskSection])
+riskSection = Card([riskHeader, riskAlert, riskList], "clear", "column", "m")
+riskHeader = CardHeader("At-Risk Learners", "Learners with low activity or failing quiz scores in danger of dropping out")
+riskAlert = Alert("Retention Risk Detected", "14 learners have not logged in for over 10 days and have incomplete milestones.", "warning")
+riskList = ListBlock([riskUser1, riskUser2, riskUser3, riskUser4])
+riskUser1 = ListItem("Alex Chen", "Last active 12 days ago • Avg Quiz: 52% • Product Management Q1", null, "Message Learner")
+riskUser2 = ListItem("Maria Garcia", "Last active 14 days ago • Avg Quiz: 48% • Data Science Feb Cohort", null, "Message Learner")
+riskUser3 = ListItem("David Kim", "Last active 10 days ago • Avg Quiz: 58% • Engineering 2024 BootCamp", null, "Message Learner")
+riskUser4 = ListItem("Sarah Jenkins", "Last active 16 days ago • Avg Quiz: 41% • Engineering 2024 BootCamp", null, "Message Learner")
+messageDrawer = DrawerBlock("Broadcast Message to Cohort", "Send Cohort Announcement", "Compose a direct message or reminder email to all members of a selected cohort.", messageForm)
+messageForm = Form("cohort-message-form", messageFormButtons, [targetCohortControl, subjectControl, bodyControl])
+targetCohortControl = FormControl("Target Cohort", targetCohortSelect)
+targetCohortSelect = Select("target_cohort", [targetEng2024, targetProductQ1, targetDataFeb, targetAll], "Select target cohort...")
+targetEng2024 = SelectItem("eng_2024", "Engineering 2024 BootCamp (412 learners)")
+targetProductQ1 = SelectItem("prod_q1", "Product Management Q1 (280 learners)")
+targetDataFeb = SelectItem("data_feb", "Data Science Feb Cohort (195 learners)")
+targetAll = SelectItem("all", "All Active Cohorts (1,482 learners)")
+subjectControl = FormControl("Message Subject", subjectInput)
+subjectInput = Input("subject", "Weekly Update & Action Required")
+bodyControl = FormControl("Message Body", bodyArea, "Supports plain text formatting.")
+bodyArea = TextArea("message_body", "Hi team, here is a quick reminder to complete your modules for this week...", 5)
+messageFormButtons = Buttons([sendMsgBtn, cancelMsgBtn])
+sendMsgBtn = Button("Send Broadcast Message", null, "primary")
+cancelMsgBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([suggest1, suggest2, suggest3])
+suggest1 = FollowUpItem("Filter data for Engineering 2024 BootCamp")
+suggest2 = FollowUpItem("Export at-risk learner report as CSV")
+suggest3 = FollowUpItem("Schedule automated check-in reminder for inactive users")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..c18dbd84c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, controls, calloutSection, kpiGrid, chartsRow, campaignsTable, followUp], "card", "column", "l")
+
+header = CardHeader("Weekly Marketing Dashboard", "Overview of performance, traffic sources, and active campaigns")
+
+controls = Buttons([dateSelector, exportBtn], "row")
+dateSelector = Button("Date Range: Last 30 Days", null, "secondary", "normal", "small")
+exportBtn = Button("Export Report", null, "primary", "normal", "small")
+
+calloutSection = Callout("success", "Top Performing Campaign", "Spring Launch 2025 is leading overall performance with 4.8% conversion rate and $142,000 total revenue.")
+
+kpiGrid = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Key Metric", ["Site Visitors (30d)", "Avg. Conversion Rate", "Email Subscribers (MTD)", "Total Campaign Spend"])
+kpiValue = Col("Current Value", ["124,850", "3.42%", "+12,450", "$48,500"])
+kpiChange = Col("vs. Previous Period", ["+12.4%", "+0.45%", "+18.2%", "-2.1%"])
+
+chartsRow = Card([visitorsChart, sourcesChart], "clear", "row", "m")
+
+visitorsChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [visitorSeries], "natural", "Timeline", "Visitors")
+visitorSeries = Series("Site Visitors", [26500, 29800, 33200, 35350])
+
+sourcesChart = PieChart(["Organic Search", "Paid Social", "Direct", "Email Marketing", "Referral"], [40, 25, 15, 12, 8], "donut")
+
+campaignsTable = Table([campName, campStatus, campSpend, campConversions, campCR])
+campName = Col("Active Campaign", ["Spring Launch 2025", "Retargeting - Q1", "Search Ads - Brand", "Newsletter Growth", "Partner Co-Op"])
+campStatus = Col("Status", ["Active", "Active", "Active", "Active", "Paused"])
+campSpend = Col("Spend", ["$18,500", "$12,200", "$9,400", "$5,000", "$3,400"])
+campConversions = Col("Conversions", ["888", "415", "376", "210", "85"])
+campCR = Col("Conv. Rate", ["4.80%", "3.40%", "4.00%", "4.20%", "2.50%"])
+
+followUp = FollowUpBlock([suggest1, suggest2, suggest3])
+suggest1 = FollowUpItem("Drill down into Paid Social sources")
+suggest2 = FollowUpItem("Compare campaign ROI vs last quarter")
+suggest3 = FollowUpItem("Adjust date range to last 90 days")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..93c11c154
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r2.txt
@@ -0,0 +1,42 @@
+root = Card([header, controls, topCallout, metricsGrid, chartsRow, listsRow, followUp])
+header = CardHeader("Marketing Performance Dashboard", "Weekly overview and campaign insights")
+controls = Card([dateRangeField, exportButtons], "clear", "row", "m", "center", "between", true)
+dateRangeField = FormControl("Date Range", dateSelect)
+dateSelect = Select("date_range", [d1, d2, d3, d4], "Select range", null, "30d", "medium")
+d1 = SelectItem("7d", "Last 7 days")
+d2 = SelectItem("30d", "Last 30 days")
+d3 = SelectItem("90d", "Last 90 days")
+d4 = SelectItem("this_month", "This Month")
+exportButtons = Buttons([exportPdf, exportCsv])
+exportPdf = Button("Export PDF", null, "primary", "normal", "small")
+exportCsv = Button("Export CSV", null, "secondary", "normal", "small")
+topCallout = Callout("success", "Top Performing Campaign: Q3 Summer Promo", "Generated 1,240 conversions with an average CAC of $18.50, outperforming all other active campaigns by 32%.")
+metricsGrid = Card([convBadge, subscriberProgress], "sunk", "row", "l", "center", "between", true)
+convBadge = Card([convHeader, convValue, convSub], "clear", "column", "xs")
+convHeader = Heading("Conversion Rate", "h4")
+convValue = Heading("3.85%", "h2")
+convSub = Badge("+0.4% vs last week", "default")
+subscriberProgress = Card([subHeader, subBar, subDetails], "clear", "column", "xs")
+subHeader = Heading("Email Subscriber Growth (This Month)", "h4")
+subBar = Progress(78, "7,800 / 10,000 monthly goal")
+subDetails = TextContent("7,800 total new subscribers (+18% MoM)")
+chartsRow = Card([trafficCard, sourcesCard], "clear", "row", "l", "stretch", "start", true)
+trafficCard = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = Heading("Site Visitors (Last 30 Days)", "h3")
+trafficChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [visitorSeries], "natural", "Timeline", "Visitors")
+visitorSeries = Series("Visitors", [12400, 15800, 14200, 18900])
+sourcesCard = Card([sourcesHeader, sourcesChart], "card", "column", "m")
+sourcesHeader = Heading("Top 5 Traffic Sources", "h3")
+sourcesChart = PieChart(["Organic Search", "Paid Search", "Social Media", "Direct", "Referral"], [40, 25, 15, 12, 8], "donut")
+listsRow = Card([campaignsCard], "card", "column", "m")
+campaignsCard = Card([campaignsHeader, campaignsTable], "clear", "column", "m")
+campaignsHeader = Heading("Running Campaigns & Spend", "h3")
+campaignsTable = Table([colName, colStatus, colSpend, colConversions])
+colName = Col("Campaign Name", ["Q3 Summer Promo", "Retargeting - Q3", "Brand Search", "Influencer Outreach", "Newsletter Sponsor"])
+colStatus = Col("Status", ["Active", "Active", "Active", "Paused", "Active"])
+colSpend = Col("Spend (USD)", ["$14,500", "$8,200", "$5,100", "$3,400", "$2,000"])
+colConversions = Col("Conversions", ["1,240", "510", "430", "180", "140"])
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Download full campaign breakdown")
+f2 = FollowUpItem("Compare with previous month")
+f3 = FollowUpItem("Adjust target subscriber goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..c4763d1e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, controls, topCallout, metricsTable, chartsRow, campaignsHeader, campaignsTable, followUps])
+
+header = CardHeader("Marketing Dashboard", "Weekly performance overview & analytics")
+
+controls = Form("dashboard_filters", filterButtons, [dateRangeField])
+dateRangeField = FormControl("Date Range", datePicker)
+datePicker = DatePicker("date_range", "range")
+filterButtons = Buttons([exportBtn, refreshBtn])
+exportBtn = Button("Export Report", null, "primary")
+refreshBtn = Button("Apply Filter", null, "secondary")
+
+topCallout = Callout("success", "Top Performing Campaign", "Summer Promo 2024 achieved the highest ROI (4.2x) with $14,200 total revenue generated.")
+
+metricsTable = Table([mMetric, mValue, mTrend])
+mMetric = Col("Key Metric", ["30-Day Site Visitors", "Avg. Conversion Rate", "Email Subscribers Growth"])
+mValue = Col("Current Value", ["142,850", "3.42%", "+2,450 subscribers"])
+mTrend = Col("Status", ["+12.4% vs last period", "+0.5% vs last period", "+18% MoM growth"])
+
+chartsRow = SectionBlock([trafficSection, growthSection])
+
+trafficSection = SectionItem("traffic", "Top Traffic Sources & Share", [trafficChart])
+trafficChart = PieChart(trafficLabels, trafficValues, "donut")
+trafficLabels = ["Organic Search", "Paid Search", "Direct", "Social Media", "Referral"]
+trafficValues = [40, 25, 15, 12, 8]
+
+growthSection = SectionItem("visitors", "Site Visitors Trend (Last 30 Days)", [visitorsChart])
+visitorsChart = LineChart(daysLabels, [visitorsSeries], "natural", "Days", "Visitors")
+daysLabels = ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"]
+visitorsSeries = Series("Daily Visitors", [3800, 4100, 4300, 4000, 4700, 5200, 5600])
+
+campaignsHeader = Heading("Running Campaigns Overview", "h3")
+campaignsTable = Table([cName, cStatus, cBudget, cSpend, cConversions])
+cName = Col("Campaign Name", ["Summer Promo 2024", "Retargeting Q3", "Brand Awareness", "Product Launch v2"])
+cStatus = Col("Status", ["Active", "Active", "Active", "Paused"])
+cBudget = Col("Budget", ["$10,000", "$5,000", "$8,000", "$12,000"])
+cSpend = Col("Spend to Date", ["$8,450", "$3,200", "$6,100", "$11,800"])
+cConversions = Col("Conversions", ["342", "128", "95", "210"])
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Download detailed traffic source breakdown")
+f2 = FollowUpItem("Compare conversion rates by channel")
+f3 = FollowUpItem("Schedule automated weekly email export")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..ee7fe604a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-marketing__r4.txt
@@ -0,0 +1,39 @@
+root = Card([header, controls, bestCampaignCallout, kpiRow, trafficSection, campaignSection, subscriberSection, exportActions])
+header = CardHeader("Marketing Performance Dashboard", "Weekly overview of traffic, campaigns, and conversions")
+controls = Form("filter-form", filterButtons, [dateRangeField])
+dateRangeField = FormControl("Date Range", dateRangeSelect)
+dateRangeSelect = Select("date_range", [opt7d, opt30d, opt90d, optYtd], "Select period", null, "30d")
+opt7d = SelectItem("7d", "Last 7 Days")
+opt30d = SelectItem("30d", "Last 30 Days")
+opt90d = SelectItem("90d", "Last 90 Days")
+optYtd = SelectItem("ytd", "Year to Date")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply Filters", null, "secondary", "normal", "small")
+bestCampaignCallout = Callout("success", "Top Performing Campaign: Summer Sale Blast", "Generated $48,200 in revenue with a 4.8% conversion rate and $3.20 CPA (142% of target ROI).")
+kpiRow = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Key Metric", ["Total Site Visitors", "Avg. Conversion Rate", "Email Subscribers Growth", "Active Campaigns Spend"])
+kpiValue = Col("Current Period", ["124,850", "3.42%", "+3,420", "$14,800"])
+kpiChange = Col("vs. Previous Period", ["+12.4%", "+0.45%", "+18.2%", "-2.1%"])
+trafficSection = Card([trafficHeading, trafficLayout], "sunk", "column", "m")
+trafficHeading = Heading("Traffic & Visitor Trends", "h3")
+trafficLayout = Card([visitorsChart, topSourcesChart], "clear", "row", "l", "center")
+visitorsChart = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [visitorsSeries], "natural", "Days (Last 30 Days)", "Visitors")
+visitorsSeries = Series("Daily Visitors", [3200, 3800, 3500, 4100, 4600, 4300, 4900])
+topSourcesChart = PieChart(["Organic Search", "Paid Social", "Direct", "Email Marketing", "Referral"], [42, 25, 15, 12, 6], "donut")
+campaignSection = Card([campaignHeading, campaignTable], "sunk", "column", "m")
+campaignHeading = Heading("Running Campaigns & Spend", "h3")
+campaignTable = Table([campName, campStatus, campBudget, campSpend, campConversions])
+campName = Col("Campaign Name", ["Summer Sale Blast", "Retargeting - Q3", "Always-On Search", "Influencer Outreach", "Product Launch Teaser"])
+campStatus = Col("Status", ["Active", "Active", "Active", "Active", "Paused"])
+campBudget = Col("Budget", ["$8,000", "$4,500", "$5,000", "$3,000", "$2,000"])
+campSpend = Col("Spend to Date", ["$6,200", "$3,800", "$3,100", "$1,200", "$500"])
+campConversions = Col("Conversions", ["1,240", "410", "520", "180", "45"])
+subscriberSection = Card([subHeading, subProgress, subChart], "sunk", "column", "m")
+subHeading = Heading("Email Subscriber Growth (This Month)", "h3")
+subProgress = Progress(68, "Monthly Goal: 5,000 New Subscribers (3,420 / 5,000)")
+subChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subSeries], "linear", "Weeks", "Subscribers")
+subSeries = Series("Net New Subscribers", [750, 890, 860, 920])
+exportActions = Buttons([exportCsvBtn, exportPdfBtn, shareReportBtn], "row")
+exportCsvBtn = Button("Export Raw Data (CSV)", null, "primary")
+exportPdfBtn = Button("Export Executive Summary (PDF)", null, "secondary")
+shareReportBtn = Button("Share Dashboard Link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..a3f3cff28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r1.txt
@@ -0,0 +1,51 @@
+root = Card([header, metricsGrid, sectionDivider, analyticsTabs, filterForm, ordersTable, followUps], "card", "column", "l")
+
+header = CardHeader("E-Commerce Operations Desk", "Real-time store metrics, fulfillment, and order management")
+
+metricsGrid = SectionBlock([metricsSection])
+metricsSection = SectionItem("metrics", "Key Performance Indicators Today", [kpiCard1, kpiCard2, kpiCard3, kpiCard4])
+kpiCard1 = TextContent("### 1,420\n**Orders Placed Today**\n+12% vs yesterday", "default")
+kpiCard2 = TextContent("### $84,350.00\n**Revenue Today**\n+8.5% vs yesterday", "default")
+kpiCard3 = TextContent("### $59.40\n**Average Order Value**\n+$2.15 vs target", "default")
+kpiCard4 = TextContent("### 2.1%\n**Refund Rate (This Month)**\n-0.4% vs last month", "default")
+
+sectionDivider = Separator("horizontal")
+
+analyticsTabs = Tabs([chartTab, stepTab])
+chartTab = TabItem("charts", "Weekly Volume Trend", [volumeChart])
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Past 4 Weeks", "Total Orders")
+volumeSeries = Series("Order Volume", [8400, 9200, 9800, 10450])
+
+stepTab = TabItem("workflow", "Fulfillment Process", [fulfillmentSteps])
+fulfillmentSteps = Steps([step1, step2, step3])
+step1 = StepsItem("Order Received", "Payment verified and inventory allocated")
+step2 = StepsItem("Pick & Pack", "Items gathered from warehouse and packed")
+step3 = StepsItem("Mark Fulfilled", "Tracking assigned and customer notified")
+
+filterForm = Form("order-search-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search Customer", searchInput, "Search by customer full name")
+searchInput = Input("customer_name", "e.g. Jane Doe", "text")
+
+statusField = FormControl("Filter by Status", statusSelect, "Narrow orders list")
+statusSelect = Select("status_filter", [optAll, optPending, optProcessing, optFulfilled, optRefunded], "All Statuses")
+optAll = SelectItem("all", "All Statuses")
+optPending = SelectItem("pending", "Pending")
+optProcessing = SelectItem("processing", "Processing")
+optFulfilled = SelectItem("fulfilled", "Fulfilled")
+optRefunded = SelectItem("refunded", "Refunded")
+
+filterButtons = Buttons([applyFiltersBtn, resetFiltersBtn])
+applyFiltersBtn = Button("Apply Filters", null, "primary")
+resetFiltersBtn = Button("Reset", null, "tertiary")
+
+ordersTable = Table([colId, colCustomer, colTotal, colStatus, colAction])
+colId = Col("Order ID", ["#ORD-9481", "#ORD-9482", "#ORD-9483", "#ORD-9484", "#ORD-9485"])
+colCustomer = Col("Customer", ["Sarah Jenkins", "Michael Chang", "Amanda Rossi", "David Kim", "Elena Rostova"])
+colTotal = Col("Total", ["$124.50", "$45.00", "$210.80", "$89.99", "$156.20"])
+colStatus = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Pending"])
+colAction = Col("Fulfillment Action", ["Mark Fulfilled", "Mark Fulfilled", "Completed", "Mark Fulfilled", "Mark Fulfilled"], "action")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("View refunded orders details")
+fu2 = FollowUpItem("Export today's fulfillment log")
+fu3 = FollowUpItem("Adjust inventory thresholds")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..2d58914c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r2.txt
@@ -0,0 +1,54 @@
+root = Card([header, kpis, sep1, filterForm, sep2, recentOrdersSection, sep3, metricsSection])
+
+header = CardHeader("E-Commerce Operations Desk", "Live order management & store analytics overview")
+
+# 1, 2, 3, 7 - KPI Cards / Table Overview
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("KPI", ["Orders Placed Today", "Revenue Today", "Average Order Value", "Refund Rate (This Month)"])
+kpiValue = Col("Current Value", ["342", "$28,450.00", "$83.18", "1.8%"])
+kpiChange = Col("Status / Trend", ["+12% vs yesterday", "+18% vs yesterday", "+$4.20 vs avg", "-0.4% vs last month"])
+
+sep1 = Separator()
+
+# 5, 6 - Search and Filter Form
+filterForm = Form("order-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search Customer", customerInput, "Filter list by customer name")
+customerInput = Input("customer_search", "Search by customer name...")
+statusField = FormControl("OrderStatus", statusSelect, "Filter list by fulfillment status")
+statusSelect = Select("status_filter", [statusAll, statusPending, statusProcessing, statusFulfilled, statusCancelled], "All Statuses")
+statusAll = SelectItem("all", "All Statuses")
+statusPending = SelectItem("pending", "Pending")
+statusProcessing = SelectItem("processing", "Processing")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusCancelled = SelectItem("cancelled", "Cancelled")
+
+filterButtons = Buttons([applyFiltersBtn, resetFiltersBtn])
+applyFiltersBtn = Button("Apply Filters", null, "primary")
+resetFiltersBtn = Button("Reset", null, "tertiary")
+
+sep2 = Separator()
+
+# 4, 9 - Recent Orders & Fulfilled Action
+recentOrdersSection = Card([recentOrdersHeader, recentOrdersTable, actionSection], "sunk", "column", "m")
+recentOrdersHeader = Heading("Recent Orders", "h3")
+recentOrdersTable = Table([orderIdCol, customerCol, totalCol, statusCol])
+orderIdCol = Col("Order ID", ["#ORD-9021", "#ORD-9020", "#ORD-9019", "#ORD-9018", "#ORD-9017"])
+customerCol = Col("Customer", ["Sarah Jenkins", "Michael Chang", "Emma Watson", "David Miller", "Sophia Martinez"])
+totalCol = Col("Total", ["$124.50", "$45.00", "$210.80", "$89.99", "$156.20"])
+statusCol = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Pending"])
+
+actionSection = Card([fulfillForm], "clear", "row", "m", "center")
+fulfillForm = Form("fulfill-order", fulfillButtons, [fulfillOrderField])
+fulfillOrderField = FormControl("Mark Order Fulfilled", fulfillInput, "Enter Order ID to mark as fulfilled")
+fulfillInput = Input("order_id_to_fulfill", "e.g. #ORD-9021")
+fulfillButtons = Buttons([fulfillSubmitBtn])
+fulfillSubmitBtn = Button("Mark Fulfilled", null, "primary")
+
+sep3 = Separator()
+
+# 8 - Order Volume Across Past 4 Weeks
+metricsSection = Card([chartHeader, volumeChart], "clear", "column", "m")
+chartHeader = Heading("Order Volume (Past 4 Weeks)", "h3")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [ordersSeries, fulfilledSeries], "grouped", "Timeline", "Orders")
+ordersSeries = Series("Total Orders", [1850, 2100, 1980, 2340])
+fulfilledSeries = Series("Fulfilled Orders", [1810, 2050, 1940, 2290])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..4d1de83bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r3.txt
@@ -0,0 +1,74 @@
+root = Card([header, kpiGrid, analyticsGrid, ordersSection, followUp])
+
+header = CardHeader("E-Commerce Operations Desk", "Real-time order management, metrics, and fulfillment")
+
+kpiGrid = Card([kpiOrders, kpiRevenue, kpiAOV, kpiRefund], "clear", "row", "m", "stretch")
+
+kpiOrders = Card([kpiOrdersHeader, kpiOrdersVal, kpiOrdersBadge], "card", "column", "xs")
+kpiOrdersHeader = TextContent("Orders Placed Today", "small-heavy")
+kpiOrdersVal = TextContent("142", "large-heavy")
+kpiOrdersBadge = Badge("+12% vs yesterday", "secondary")
+
+kpiRevenue = Card([kpiRevHeader, kpiRevVal, kpiRevBadge], "card", "column", "xs")
+kpiRevHeader = TextContent("Revenue Today", "small-heavy")
+kpiRevVal = TextContent("$18,450.00", "large-heavy")
+kpiRevBadge = Badge("+8% vs yesterday", "secondary")
+
+kpiAOV = Card([kpiAOVHeader, kpiAOVVal, kpiAOVBadge], "card", "column", "xs")
+kpiAOVHeader = TextContent("Average Order Value", "small-heavy")
+kpiAOVVal = TextContent("$129.93", "large-heavy")
+kpiAOVBadge = Badge("+$4.20 vs avg", "outline")
+
+kpiRefund = Card([kpiRefundHeader, kpiRefundVal, kpiRefundProgress], "card", "column", "xs")
+kpiRefundHeader = TextContent("Refund Rate (This Month)", "small-heavy")
+kpiRefundVal = TextContent("1.8%", "large-heavy")
+kpiRefundProgress = Progress(1.8, "Target: < 2.5%")
+
+analyticsGrid = Card([analyticsTitle, volumeChart], "sunk", "column", "m")
+analyticsTitle = Heading("Order Volume (Past 4 Weeks)", "h4")
+volumeChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "natural", "Timeline", "Orders")
+volumeSeries = Series("Completed Orders", [720, 850, 910, 1040])
+
+ordersSection = Card([ordersTitle, filterForm, ordersTable, fulfillmentDialog], "card", "column", "m")
+ordersTitle = Heading("Recent Orders", "h3")
+
+filterForm = Form("order-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search Customer", searchInput, "Search by customer name")
+searchInput = Input("customer_search", "e.g. Sarah Jenkins", "text")
+
+statusField = FormControl("Filter by Status", statusSelect, "Narrow orders by fulfillment state")
+statusSelect = Select("status_filter", [optAll, optPending, optProcessing, optFulfilled, optRefunded], "All Statuses")
+optAll = SelectItem("all", "All Statuses")
+optPending = SelectItem("pending", "Pending")
+optProcessing = SelectItem("processing", "Processing")
+optFulfilled = SelectItem("fulfilled", "Fulfilled")
+optRefunded = SelectItem("refunded", "Refunded")
+
+filterButtons = Buttons([btnApply, btnReset])
+btnApply = Button("Apply Filters", null, "primary", "normal", "small")
+btnReset = Button("Reset", null, "tertiary", "normal", "small")
+
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#ORD-9481", "#ORD-9480", "#ORD-9479", "#ORD-9478", "#ORD-9477"])
+colCustomer = Col("Customer", ["Sarah Jenkins", "Michael Chang", "Elena Rostova", "David Miller", "Amanda Lewis"])
+colTotal = Col("Total", ["$245.00", "$89.50", "$412.10", "$64.00", "$178.25"])
+colStatus = Col("Status", ["Processing", "Pending", "Fulfilled", "Fulfilled", "Refunded"])
+
+fulfillmentDialog = DialogBlock("Mark Order Fulfilled", "Batch Fulfillment Action", "Select an order to update its status to Fulfilled and notify the customer.", fulfillForm, "outline")
+
+fulfillForm = Form("fulfill-action", fulfillButtons, [orderSelectField, trackingField])
+orderSelectField = FormControl("Select Pending/Processing Order", orderDropdown)
+orderDropdown = Select("target_order", [ord1, ord2], "Choose order...")
+ord1 = SelectItem("ORD-9481", "#ORD-9481 - Sarah Jenkins ($245.00)")
+ord2 = SelectItem("ORD-9480", "#ORD-9480 - Michael Chang ($89.50)")
+
+trackingField = FormControl("Tracking Number", trackingInput, "Optional carrier tracking code")
+trackingInput = Input("tracking_num", "e.g. TRK9840291", "text")
+
+fulfillButtons = Buttons([btnConfirmFulfill])
+btnConfirmFulfill = Button("Confirm Fulfillment", null, "primary")
+
+followUp = FollowUpBlock([suggest1, suggest2, suggest3])
+suggest1 = FollowUpItem("Export today's orders to CSV")
+suggest2 = FollowUpItem("View high-risk refund orders")
+suggest3 = FollowUpItem("Adjust monthly refund threshold alert")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..e58b9d0dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-orders__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, metricsGrid, chartHeader, volumeChart, filterSection, ordersTable, actionsCard, followUp], "card", "column", "l")
+header = CardHeader("E-Commerce Operations Desk", "Live order management, fulfillment, and daily sales metrics")
+metricsGrid = Card([m1, m2, m3, m4], "sunk", "row", "m", "stretch", "between", true)
+m1 = Card([m1Title, m1Val, m1Badge], "card", "column", "xs")
+m1Title = TextContent("Orders Placed Today", "small-heavy")
+m1Val = Heading("142", "h2")
+m1Badge = Badge("+12% vs yesterday", "secondary")
+m2 = Card([m2Title, m2Val, m2Badge], "card", "column", "xs")
+m2Title = TextContent("Revenue Today", "small-heavy")
+m2Val = Heading("$18,450.00", "h2")
+m2Badge = Badge("Target: $20,000", "outline")
+m3 = Card([m3Title, m3Val, m3Badge], "card", "column", "xs")
+m3Title = TextContent("Avg Order Value (AOV)", "small-heavy")
+m3Val = Heading("$129.93", "h2")
+m3Badge = Badge("+4.2% this week", "secondary")
+m4 = Card([m4Title, m4Val, m4Progress], "card", "column", "xs")
+m4Title = TextContent("Refund Rate (This Month)", "small-heavy")
+m4Val = Heading("1.8%", "h2")
+m4Progress = Progress(18, "Threshold: < 2.5%")
+chartHeader = CardHeader("Order Volume Trend", "Weekly completed vs returned orders over the past 4 weeks")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [sOrders, sReturns], "grouped", "Past 4 Weeks", "Total Units")
+sOrders = Series("Fulfilled Orders", [850, 920, 1040, 1180])
+sReturns = Series("Returns / Refunds", [18, 15, 22, 21])
+filterSection = Card([filterForm], "sunk", "column", "s")
+filterForm = Form("search-filter", filterButtons, [searchField, statusField])
+searchField = FormControl("Search Customer", searchInput, "Filter by customer full name")
+searchInput = Input("customer_search", "e.g. Sarah Jenkins", "text")
+statusField = FormControl("Filter by Status", statusSelect)
+statusSelect = Select("status_filter", [optAll, optPending, optProcessing, optShipped, optDelivered, optCancelled], "All Statuses")
+optAll = SelectItem("all", "All Statuses")
+optPending = SelectItem("pending", "Pending")
+optProcessing = SelectItem("processing", "Processing")
+optShipped = SelectItem("shipped", "Shipped")
+optDelivered = SelectItem("delivered", "Delivered")
+optCancelled = SelectItem("cancelled", "Cancelled")
+filterButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply Filters", null, "primary", "normal", "small")
+resetFilterBtn = Button("Reset", null, "tertiary", "normal", "small")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#ORD-9481", "#ORD-9480", "#ORD-9479", "#ORD-9478", "#ORD-9477", "#ORD-9476"])
+colCustomer = Col("Customer Name", ["Sarah Jenkins", "Michael Chang", "Elena Rostova", "David Miller", "Amanda Lewis", "James Wilson"])
+colTotal = Col("Total Amount", ["$249.50", "$84.00", "$412.10", "$129.00", "$68.50", "$310.25"])
+colStatus = Col("Fulfillment Status", ["Pending", "Processing", "Shipped", "Pending", "Delivered", "Processing"])
+actionsCard = Card([fulfillForm], "card", "column", "s")
+fulfillForm = Form("fulfill-action", fulfillButtons, [fulfillSelectField])
+fulfillSelectField = FormControl("Quick Fulfill Order", fulfillSelect, "Select an active order to mark as fulfilled")
+fulfillSelect = Select("order_id_fulfill", [f1, f2, f3], "Select Order ID")
+f1 = SelectItem("ORD-9481", "#ORD-9481 - Sarah Jenkins ($249.50)")
+f2 = SelectItem("ORD-9480", "#ORD-9480 - Michael Chang ($84.00)")
+f3 = SelectItem("ORD-9478", "#ORD-9478 - David Miller ($129.00)")
+fulfillButtons = Buttons([markFulfilledBtn])
+markFulfilledBtn = Button("Mark Order Fulfilled", null, "primary", "normal", "medium")
+followUp = FollowUpBlock([fItem1, fItem2, fItem3])
+fItem1 = FollowUpItem("Export today's orders to CSV")
+fItem2 = FollowUpItem("View high-risk pending transactions")
+fItem3 = FollowUpItem("Generate monthly inventory report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r1.txt
new file mode 100644
index 000000000..70e89e466
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r1.txt
@@ -0,0 +1,65 @@
+root = Card([header, filterCard, kpiRow, chartsRow, lowerGrid, alertDrawer, followUps], "card", "column", "l")
+header = CardHeader("Service Health Dashboard", "Production Cluster: auth-service-prod | Status: Degraded")
+filterCard = Form("region-filter", filterButtons, [regionControl])
+regionControl = FormControl("Filter Region", regionSelect)
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuCentral, regApSouth], "Select target region", null, "all")
+regAll = SelectItem("all", "All Regions (Global)")
+regUsEast = SelectItem("us-east", "US East (N. Virginia)")
+regUsWest = SelectItem("us-west", "US West (Oregon)")
+regEuCentral = SelectItem("eu-central", "EU Central (Frankfurt)")
+regApSouth = SelectItem("ap-south", "AP South (Mumbai)")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Region Filter", null, "secondary", "normal", "small")
+kpiRow = Table([kpiMetricCol, kpiValueCol, kpiStatusCol])
+kpiMetricCol = Col("Metric", ["Q3 Uptime Target", "Current Error Rate", "Open Incidents", "P99 Latency"])
+kpiValueCol = Col("Current Value", ["99.982%", "2.14%", "3 Active", "480 ms"])
+kpiStatusCol = Col("Status", ["Healthy (SLA >99.9%)", "Critical (Threshold >1.0%)", "Action Required", "Degraded"])
+chartsRow = Tabs([cpuTab, memTab])
+cpuTab = TabItem("cpu", "CPU Usage (24h)", [cpuChart])
+cpuChart = LineChart(timeLabels, [cpuSeries], "natural", "Time (UTC)", "CPU Load (%)")
+cpuSeries = Series("CPU Utilization %", [32, 28, 30, 35, 42, 68, 85, 78, 62, 58, 45, 50, 52, 60, 75, 92, 88, 70, 64, 55, 48, 40, 38, 35])
+memTab = TabItem("memory", "Memory Usage (24h)", [memChart])
+memChart = AreaChart(timeLabels, [memSeries], "natural", "Time (UTC)", "RAM Used (GB)")
+memSeries = Series("Memory Usage (GB)", [12.1, 12.0, 12.2, 12.5, 13.1, 14.8, 18.2, 19.5, 18.8, 17.2, 16.5, 16.8, 17.0, 17.9, 19.1, 22.4, 21.8, 19.0, 17.5, 16.0, 14.8, 13.5, 12.8, 12.4])
+timeLabels = ["00:00", "01:00", "02:00", "03:00", "04:00", "05:00", "06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00", "14:00", "15:00", "16:00", "17:00", "18:00", "19:00", "20:00", "21:00", "22:00", "23:00"]
+lowerGrid = Tabs([incidentsTab, endpointsTab])
+incidentsTab = TabItem("incidents", "Open Incidents & Response", [incidentsCallout, incidentsTable, ackForm])
+incidentsCallout = Callout("error", "Active Incident Triggered", "High 5xx error rate detected on POST /v2/oauth/token in US East region.")
+incidentsTable = Table([incIdCol, incSevCol, incDescCol, incRegionCol, incTimeCol])
+incIdCol = Col("Incident ID", ["INC-8492", "INC-8488", "INC-8471"])
+incSevCol = Col("Severity", ["SEV-1 (Critical)", "SEV-2 (High)", "SEV-3 (Medium)"])
+incDescCol = Col("Description", ["5xx Error spike on OAuth token generation", "High database connection pool exhaustion", "Elevated memory utilization in us-west-2 worker node"])
+incRegionCol = Col("Region", ["us-east", "global", "us-west"])
+incTimeCol = Col("Duration", ["14m ago", "1h 22m ago", "3h 45m ago"])
+ackForm = Form("ack-incident-form", ackButtons, [ackSelectControl, ackNoteControl])
+ackSelectControl = FormControl("Select Incident to Acknowledge", ackSelect)
+ackSelect = Select("incident_id", [incOpt1, incOpt2, incOpt3], "Choose incident...")
+incOpt1 = SelectItem("INC-8492", "INC-8492 — SEV-1 5xx Error spike")
+incOpt2 = SelectItem("INC-8488", "INC-8488 — SEV-2 DB connection pool")
+incOpt3 = SelectItem("INC-8471", "INC-8471 — SEV-3 High memory utilization")
+ackNoteControl = FormControl("Acknowledgment Note / On-Call Status", ackNoteInput, "Provide brief summary for the engineering team.")
+ackNoteInput = Input("ack_note", "Investigating Redis cluster latency and scaling pods.")
+ackButtons = Buttons([submitAckBtn])
+submitAckBtn = Button("Acknowledge Incident", null, "primary")
+endpointsTab = TabItem("endpoints", "Slowest Endpoints (P99 Latency)", [endpointsTable])
+endpointsTable = Table([epRankCol, epPathCol, epMethodCol, epP99Col, epP95Col, epErrCol])
+epRankCol = Col("#", ["1", "2", "3", "4", "5"])
+epPathCol = Col("Endpoint Path", ["/v2/oauth/token", "/v1/users/batch-export", "/v2/analytics/query", "/v1/auth/mfa/verify", "/v2/billing/invoices/generate"])
+epMethodCol = Col("HTTP Method", ["POST", "GET", "POST", "POST", "POST"])
+epP99Col = Col("P99 Latency", ["1,420 ms", "890 ms", "640 ms", "510 ms", "480 ms"])
+epP95Col = Col("P95 Latency", ["850 ms", "520 ms", "380 ms", "290 ms", "260 ms"])
+epErrCol = Col("Error Rate", ["8.4%", "0.1%", "1.2%", "0.0%", "0.3%"])
+alertDrawer = DrawerBlock("Configure Alert Thresholds", "Set System Warning & Critical Thresholds", "Adjust slider parameters to update automatedPagerDuty alerts for this service.", alertForm)
+alertForm = Form("threshold-form", alertButtons, [cpuThresholdControl, errorThresholdControl, latencyThresholdControl])
+cpuThresholdControl = FormControl("CPU Usage Alert Limit (%)", cpuSlider, "Trigger pager when continuous CPU exceeds limit for 5 minutes.")
+cpuSlider = Slider("cpu_threshold", "discrete", 50, 100, 5, [85], "85%")
+errorThresholdControl = FormControl("Error Rate Alert Limit (%)", errorSlider, "Trigger SEV-1 alert when error rate crosses threshold.")
+errorSlider = Slider("error_threshold", "continuous", 0, 10, 1, [1], "1.0%")
+latencyThresholdControl = FormControl("P99 Latency Alert Limit (ms)", latencySlider, "Trigger latency warning when response time exceeds limit.")
+latencySlider = Slider("latency_threshold", "discrete", 100, 2000, 50, [500], "500 ms")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save Threshold Settings", null, "primary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show Kubernetes pod status for auth-service-prod")
+fu2 = FollowUpItem("View recent deployment logs for US East region")
+fu3 = FollowUpItem("Escalate INC-8492 to secondary on-call engineer")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r2.txt
new file mode 100644
index 000000000..3248c9d77
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r2.txt
@@ -0,0 +1,91 @@
+root = Card([header, filterSection, alertBanner, metricsGrid, chartsSection, tablesSection, actionForm, followUps], "card", "column", "l")
+
+header = CardHeader("Production Incident & Service Health", "Real-time observability and incident response center")
+
+filterSection = Card([regionControl], "sunk", "row", "m", "center", "between")
+regionControl = FormControl("Filter Region", regionSelect, "Select target region to isolate telemetry")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuCentral, regApSouth], "All Regions (Global)")
+regAll = SelectItem("global", "All Regions (Global)")
+regUsEast = SelectItem("us-east", "US-East (N. Virginia)")
+regUsWest = SelectItem("us-west", "US-West (Oregon)")
+regEuCentral = SelectItem("eu-central", "EU-Central (Frankfurt)")
+regApSouth = SelectItem("ap-south", "AP-South (Mumbai)")
+
+alertBanner = Callout("error", "Critical Incident Active", "Service 'api-gateway' is currently experiencing elevated 5xx error rates in US-East.")
+
+metricsGrid = Card([uptimeMetric, errorRateMetric, openIncidentsMetric], "clear", "row", "m")
+uptimeMetric = Card([uptimeHeader, uptimeVal, uptimeProgress], "sunk", "column", "xs")
+uptimeHeader = CardHeader("Quarterly Uptime", "Q3 Target: 99.99%")
+uptimeVal = Heading("99.94%", "h2")
+uptimeProgress = Progress(99.94, "SLO Status: Compliant")
+
+errorRateMetric = Card([errorHeader, errorVal, errorBadge], "sunk", "column", "xs")
+errorHeader = CardHeader("Current Error Rate", "Global average (5m window)")
+errorVal = Heading("2.42%", "h2")
+errorBadge = Badge("Above 1.00% SLA", "destructive")
+
+openIncidentsMetric = Card([incHeader, incVal, incBadge], "sunk", "column", "xs")
+incHeader = CardHeader("Active Incidents", "Requires immediate attention")
+incVal = Heading("3 Open", "h2")
+incBadge = Badge("1 Critical, 2 Major", "destructive")
+
+chartsSection = Card([cpuMemChart], "card", "column", "s")
+cpuMemChart = AreaChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [cpuSeries, memSeries], "natural", "Time (Past 24 Hours)", "Utilization (%)")
+cpuSeries = Series("CPU Usage (%)", [42, 38, 45, 78, 85, 92, 64])
+memSeries = Series("Memory Usage (%)", [60, 61, 63, 71, 75, 82, 79])
+
+tablesSection = Card([incidentsTableCard, latencyTableCard], "clear", "column", "m")
+
+incidentsTableCard = Card([incidentsHeader, incidentsTable], "sunk", "column", "s")
+incidentsHeader = CardHeader("Active Open Incidents", "Severity breakdown and direct operational controls")
+incidentsTable = Table([incIdCol, incServiceCol, incSevCol, incDescCol, incTimeCol, incActionCol])
+incIdCol = Col("Incident ID", ["INC-8492", "INC-8489", "INC-8475"])
+incServiceCol = Col("Service", ["api-gateway", "auth-service", "payment-processor"])
+incSevCol = Col("Severity", ["SEV-1 (Critical)", "SEV-2 (Major)", "SEV-2 (Major)"])
+incDescCol = Col("Impact Description", ["502 Bad Gateway responses spiking", "Token validation latencies > 2000ms", "Webhook delivery retries exhausted"])
+incTimeCol = Col("Duration", ["14m ago", "42m ago", "1h 15m ago"])
+incActionCol = Col("Quick Action", ["Acknowledge", "Acknowledge", "Acknowledged"], "action")
+
+latencyTableCard = Card([latencyHeader, latencyTable], "sunk", "column", "s")
+latencyHeader = CardHeader("Top 5 Slowest Endpoints", "Ranked by p99 response latency over last hour")
+latencyTable = Table([epRankCol, epPathCol, epMethodCol, epP99Col, epStatusCol])
+epRankCol = Col("#", ["1", "2", "3", "4", "5"])
+epPathCol = Col("Endpoint Path", ["/v2/analytics/reports/generate", "/v1/checkout/process", "/v1/auth/mfa/verify", "/v2/users/search", "/v1/orders/history"])
+epMethodCol = Col("Method", ["POST", "POST", "POST", "GET", "GET"])
+epP99Col = Col("p99 Latency", ["3,420 ms", "1,850 ms", "1,240 ms", "980 ms", "850 ms"])
+epStatusCol = Col("SLA Target", ["Exceeded (< 1000ms)", "Exceeded (< 500ms)", "Exceeded (< 300ms)", "Exceeded (< 200ms)", "Warning (< 500ms)"])
+
+actionForm = Card([formHeader, alertForm], "sunk", "column", "s")
+formHeader = CardHeader("Configure Alert Thresholds & Incident Management", "Update monitoring rules or acknowledge incidents manually")
+alertForm = Form("alert-config-form", formButtons, [incAckField, metricSelectField, thresholdField, channelField])
+
+incAckField = FormControl("Acknowledge Incident", incSelect, "Select an active incident to assign to yourself and mark as acknowledged")
+incSelect = Select("ack_incident_id", [ackOpt1, ackOpt2, ackOpt3], "Choose incident to acknowledge...")
+ackOpt1 = SelectItem("INC-8492", "INC-8492 — api-gateway (SEV-1)")
+ackOpt2 = SelectItem("INC-8489", "INC-8489 — auth-service (SEV-2)")
+ackOpt3 = SelectItem("INC-8475", "INC-8475 — payment-processor (SEV-2)")
+
+metricSelectField = FormControl("Alert Metric Target", metricSelect, "Target telemetry metric for custom alert rule")
+metricSelect = Select("alert_metric", [mErr, mCpu, mMem, mLat], "Error Rate (%)")
+mErr = SelectItem("error_rate", "Error Rate (%)")
+mCpu = SelectItem("cpu_usage", "CPU Usage (%)")
+mMem = SelectItem("memory_usage", "Memory Usage (%)")
+mLat = SelectItem("p99_latency", "p99 Latency (ms)")
+
+thresholdField = FormControl("Alert Trigger Threshold", thresholdSlider, "Set the trigger value before pager notification fires")
+thresholdSlider = Slider("threshold_value", "discrete", 0, 100, 5, [5], "Threshold value")
+
+channelField = FormControl("Notification Channel", channelRadio)
+channelRadio = RadioGroup("channel", [chPager, chSlack, chEmail], "pagerduty")
+chPager = RadioItem("PagerDuty (High Urgency)", "Triggers phone call and SMS override", "pagerduty")
+chSlack = RadioItem("Slack (#oncall-alerts)", "Sends rich block message to channel", "slack")
+chEmail = RadioItem("Email Digest", "Sends email notification to team distribution list", "email")
+
+formButtons = Buttons([submitBtn, resetBtn])
+submitBtn = Button("Update Rules & Acknowledge", null, "primary")
+resetBtn = Button("Reset Form", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show thread traces for INC-8492")
+f2 = FollowUpItem("Run automated runbook for api-gateway restart")
+f3 = FollowUpItem("Escalate SEV-1 incident to secondary on-call engineer")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r3.txt
new file mode 100644
index 000000000..648443be0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r3.txt
@@ -0,0 +1,79 @@
+root = Card([header, topControls, statusRow, metricsRow, mainTabs, followUp])
+header = CardHeader("Service Health Dashboard", "Real-time telemetry and incident management for payments-api")
+
+topControls = Card([regionSelectField], "clear", "row", "m", "center", "between")
+regionSelectField = FormControl("Filter Region", regionSelect)
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuCentral, regApEast], "Select Region", null, "all")
+regAll = SelectItem("all", "Global (All Regions)")
+regUsEast = SelectItem("us-east", "US-East (N. Virginia)")
+regUsWest = SelectItem("us-west", "US-West (Oregon)")
+regEuCentral = SelectItem("eu-central", "EU-Central (Frankfurt)")
+regApEast = SelectItem("ap-east", "AP-East (Tokyo)")
+
+statusRow = Card([uptimeCallout, errorCallout, incidentAlert], "clear", "row", "m", "stretch")
+uptimeCallout = TextCallout("success", "99.94% Q3 Uptime", "SLA Target: 99.90% (+0.04% vs target)")
+errorCallout = TextCallout("warning", "0.42% Current Error Rate", "Elevated (Threshold: 0.50% critical)")
+incidentAlert = Alert("2 Active Incidents", "1 Critical, 1 High severity requiring attention", "destructive")
+
+metricsRow = Card([cpuMemChart], "card", "column", "m")
+cpuMemChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [cpuSeries, memSeries], "natural", "Past 24 Hours", "Usage (%)")
+cpuSeries = Series("CPU Utilization (%)", [32, 28, 45, 78, 82, 64, 48])
+memSeries = Series("Memory Usage (%)", [55, 54, 58, 62, 71, 69, 65])
+
+mainTabs = Tabs([incidentsTab, latencyTab, alertsTab])
+
+incidentsTab = TabItem("incidents", "Active Incidents (2)", [incidentsTable, ackDrawer])
+incidentsTable = Table([incIdCol, incSevCol, incDescCol, incTimeCol])
+incIdCol = Col("Incident ID", ["INC-8492", "INC-8488"])
+incSevCol = Col("Severity", ["P1 - Critical", "P2 - High"])
+incDescCol = Col("Description", ["Elevated 5xx response rates in US-East", "DB Connection pool saturation in EU-Central"])
+incTimeCol = Col("Triggered", ["14 mins ago", "1 hr 22 mins ago"])
+
+ackDrawer = DrawerBlock("Acknowledge Incident", "Incident Acknowledgement", "Select an incident to acknowledge and assign response ownership", ackForm)
+ackForm = Form("ack-form", ackButtons, [ackIncField, ackNoteField])
+ackIncField = FormControl("Target Incident", ackIncSelect)
+ackIncSelect = Select("inc_id", [incOpt1, incOpt2], "Choose incident to ack")
+incOpt1 = SelectItem("INC-8492", "INC-8492 (P1 - US-East 5xx errors)")
+incOpt2 = SelectItem("INC-8488", "INC-8488 (P2 - DB Connection pool)")
+ackNoteField = FormControl("Acknowledgement Note", ackNoteInput, "Provide brief status or initial mitigation step")
+ackNoteInput = TextArea("ack_note", "Investigating database metrics and scaling read replicas...", 3)
+ackButtons = Buttons([ackSubmitBtn, ackCancelBtn])
+ackSubmitBtn = Button("Acknowledge & Claim", null, "primary")
+ackCancelBtn = Button("Cancel", null, "tertiary")
+
+latencyTab = TabItem("latency", "Slowest Endpoints (Top 5)", [latencyChart, endpointsTable])
+latencyChart = HorizontalBarChart(["POST /v1/charges", "GET /v1/customers/history", "POST /v1/refunds", "GET /v1/disputes", "PUT /v1/subscriptions"], [p99Series, p95Series], "grouped", "Latency (ms)", "Endpoint")
+p99Series = Series("p99 Latency (ms)", [1240, 890, 750, 620, 540])
+p95Series = Series("p95 Latency (ms)", [680, 420, 390, 310, 280])
+
+endpointsTable = Table([epNameCol, epMethodCol, epP99Col, epP95Col, epReqCol])
+epNameCol = Col("Endpoint Path", ["/v1/charges", "/v1/customers/history", "/v1/refunds", "/v1/disputes", "/v1/subscriptions"])
+epMethodCol = Col("Method", ["POST", "GET", "POST", "GET", "PUT"])
+epP99Col = Col("p99 Latency", ["1,240 ms", "890 ms", "750 ms", "620 ms", "540 ms"])
+epP95Col = Col("p95 Latency", ["680 ms", "420 ms", "390 ms", "310 ms", "280 ms"])
+epReqCol = Col("Throughput", ["4,200 rpm", "12,500 rpm", "850 rpm", "1,100 rpm", "3,400 rpm"])
+
+alertsTab = TabItem("alerts", "Alert Rules & Thresholds", [thresholdDialog])
+thresholdDialog = DialogBlock("Configure Alert Thresholds", "Edit Metric Alert Thresholds", "Set warning and critical evaluation limits for automatic escalation", alertConfigForm)
+
+alertConfigForm = Form("alert-threshold-form", thresholdButtons, [metricField, warnSliderField, critSliderField])
+metricField = FormControl("Metric to Configure", metricSelect)
+metricSelect = Select("metric_name", [mErr, mCpu, mLat], "Select metric")
+mErr = SelectItem("error_rate", "Error Rate (%)")
+mCpu = SelectItem("cpu_util", "CPU Utilization (%)")
+mLat = SelectItem("p99_latency", "p99 Latency (ms)")
+
+warnSliderField = FormControl("Warning Threshold", warnSlider, "Triggers P3 alert banner")
+warnSlider = Slider("warn_val", "continuous", 0, 100, 1, [0.5], "Warning Level (%)")
+
+critSliderField = FormControl("Critical Threshold", critSlider, "Triggers P1/P2 page to on-call engineer")
+critSlider = Slider("crit_val", "continuous", 0, 100, 1, [2.0], "Critical Level (%)")
+
+thresholdButtons = Buttons([saveThresholdBtn, cancelThresholdBtn])
+saveThresholdBtn = Button("Save Threshold Rules", null, "primary")
+cancelThresholdBtn = Button("Reset Defaults", null, "secondary")
+
+followUp = FollowUpBlock([fuPage, fuLogs, fuScale])
+fuPage = FollowUpItem("Escalate INC-8492 to secondary on-call")
+fuLogs = FollowUpItem("View recent error logs for POST /v1/charges")
+fuScale = FollowUpItem("Trigger manual autoscaling for US-East cluster")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r4.txt
new file mode 100644
index 000000000..bac30cf89
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b3-server__r4.txt
@@ -0,0 +1,77 @@
+root = Card([header, regionFilter, statusOverview, metricsRow, mainContent, alertDrawer], "card", "column", "l")
+
+header = CardHeader("Service Health Dashboard", "Production Cluster - Real-time Operational Insights")
+
+regionFilter = Form("region_filter", regionButtons, [regionControl])
+regionControl = FormControl("Filter Region", regionSelect)
+regionSelect = Select("region", [regGlobal, regUsEast, regUsWest, regEuCentral, regApEast], "Select Region", null, "global")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regUsEast = SelectItem("us-east", "US-East (N. Virginia)")
+regUsWest = SelectItem("us-west", "US-West (Oregon)")
+regEuCentral = SelectItem("eu-central", "EU-Central (Frankfurt)")
+regApEast = SelectItem("ap-east", "AP-East (Tokyo)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Update Region View", null, "secondary", "normal", "small")
+
+statusOverview = Card([uptimeMetric, errorMetric, activeAlertsMetric], "sunk", "row", "m", "center", "between")
+
+uptimeMetric = Card([uptimeTitle, uptimeValue, uptimeBadge], "clear", "column", "xs")
+uptimeTitle = TextContent("Uptime (Q3)", "small")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeBadge = Badge("SLO: 99.95%", "secondary")
+
+errorMetric = Card([errorTitle, errorValue, errorBadge], "clear", "column", "xs")
+errorTitle = TextContent("Current Error Rate", "small")
+errorValue = TextContent("0.04%", "large-heavy")
+errorBadge = Badge("Healthy (<0.1%)", "secondary")
+
+activeAlertsMetric = Card([alertsTitle, alertsValue, alertsBadge], "clear", "column", "xs")
+alertsTitle = TextContent("Open Incidents", "small")
+alertsValue = TextContent("2 Active", "large-heavy")
+alertsBadge = Badge("Action Required", "destructive")
+
+metricsRow = Card([cpuMemChart], "clear", "column", "m")
+cpuMemChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [cpuSeries, memSeries], "natural", "Time (Past 24 Hours)", "Usage (%)")
+cpuSeries = Series("CPU Utilization (%)", [32, 28, 45, 78, 62, 51, 44])
+memSeries = Series("Memory Usage (%)", [61, 60, 64, 72, 75, 71, 68])
+
+mainContent = Card([incidentsSection, endpointsSection], "clear", "row", "l")
+
+incidentsSection = Card([incidentsHeader, incidentsTable], "card", "column", "m")
+incidentsHeader = Heading("Active Incidents & Mitigation", "h3")
+incidentsTable = Table([incIdCol, incSevCol, incDescCol, incTimeCol, incActionCol])
+incIdCol = Col("Incident ID", ["INC-8492", "INC-8488"])
+incSevCol = Col("Severity", ["CRITICAL", "HIGH"])
+incDescCol = Col("Description", ["Elevated 500 errors on /api/v1/checkout", "High Redis memory fragmentation on cache-03"])
+incTimeCol = Col("Duration", ["14m ago", "1h 22m ago"])
+incActionCol = Col("Action", ["Acknowledge INC-8492", "Acknowledge INC-8488"], "action")
+
+endpointsSection = Card([endpointsHeader, endpointsTable], "card", "column", "m")
+endpointsHeader = Heading("Top 5 Slowest Endpoints (p99)", "h3")
+endpointsTable = Table([endPathCol, endMethodCol, endLatencyCol, endStatusCol])
+endPathCol = Col("Endpoint", ["/api/v1/checkout", "/api/v2/analytics/reports", "/api/v1/search", "/api/v1/users/export", "/api/v1/auth/token"])
+endMethodCol = Col("Method", ["POST", "GET", "POST", "GET", "POST"])
+endLatencyCol = Col("p99 Latency", ["1,420 ms", "890 ms", "640 ms", "510 ms", "430 ms"])
+endStatusCol = Col("Status", ["DEGRADED", "WARN", "HEALTHY", "HEALTHY", "HEALTHY"])
+
+alertDrawer = DrawerBlock("Configure Alert Thresholds", "Set Service Alert Thresholds", "Update real-time alerting limits for CPU, memory, and error rates.", alertForm)
+alertForm = Form("alert_threshold_form", alertFormButtons, [metricField, thresholdField, durationField])
+metricField = FormControl("Target Metric", metricSelect)
+metricSelect = Select("alert_metric", [mErr, mCpu, mMem, mLat], "Select Metric")
+mErr = SelectItem("error_rate", "Error Rate (%)")
+mCpu = SelectItem("cpu_usage", "CPU Usage (%)")
+mMem = SelectItem("mem_usage", "Memory Usage (%)")
+mLat = SelectItem("latency", "p99 Latency (ms)")
+
+thresholdField = FormControl("Warning Threshold", thresholdInput, "Trigger warning alert when value exceeds this limit")
+thresholdInput = Input("threshold_value", "1.5", "number")
+
+durationField = FormControl("Evaluation Window", durationSelect)
+durationSelect = Select("evaluation_window", [d1m, d5m, d15m], "Select Window")
+d1m = SelectItem("1m", "1 minute")
+d5m = SelectItem("5m", "5 minutes")
+d15m = SelectItem("15m", "15 minutes")
+
+alertFormButtons = Buttons([saveAlertBtn, cancelAlertBtn])
+saveAlertBtn = Button("Save Alert Rule", null, "primary")
+cancelAlertBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..a2ffe1fa8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r1.txt
@@ -0,0 +1,96 @@
+root = Card([header, kpiRow, mainAlerts, hubTabs, followUp], "card", "column", "l")
+
+header = CardHeader("Airline Hub Operations Desk", "ORD - Chicago O'Hare International Airport | Live Operational Status")
+
+kpiRow = Card([otpKpi, loadKpi, turnaroundKpi, cancelKpi], "sunk", "row", "m", "center", "between")
+otpKpi = TextContent("### On-Time Performance\n**78.4%** OTP Today (-3.2% vs target)")
+loadKpi = TextContent("### Avg Passenger Load\n**86.2%** (31,450 / 36,480 seats)")
+turnaroundKpi = TextContent("### Avg Turnaround Time\n**42 min** (Target: 40 min)")
+cancelKpi = TextContent("### Cancellations Today\n**4 Flights** (0.8% total flights)")
+
+mainAlerts = Card([weatherAlert, delayAlert], "clear", "column", "s")
+weatherAlert = Callout("warning", "Hub Weather Advisory", "ORD experiencing high crosswinds (32 kts, gusting 45 kts) and light snow. Expect ground delay program with 15-20 min flow control restrictions until 18:00 CST.")
+delayAlert = Callout("error", "Connections at Risk", "14 inbound flights delayed. 82 passengers across 6 connecting flights are at critical risk (<15 min tight connection window).")
+
+hubTabs = Tabs([tabORD, tabDFW, tabATL, tabDEN])
+
+tabORD = TabItem("ord", "ORD (Current)", [ordContent])
+tabDFW = TabItem("dfw", "DFW", [dfwText])
+tabATL = TabItem("atl", "ATL", [atlText])
+tabDEN = TabItem("den", "DEN", [denText])
+
+dfwText = TextContent("Switching active hub view to DFW... Select ORD tab to return.")
+atlText = TextContent("Switching active hub view to ATL... Select ORD tab to return.")
+denText = TextContent("Switching active hub view to DEN... Select ORD tab to return.")
+
+ordContent = Card([opsAccordion, rebookSection], "clear", "column", "m")
+
+opsAccordion = Accordion([accFlightStatus, accGateChanges, accCrewAvail, accRiskConn])
+
+accFlightStatus = AccordionItem("flights", "Flight Operations & Status (Today)", [flightTable])
+flightTable = Table([colFlight, colRoute, colGate, colStatus, colTurnaround])
+colFlight = Col("Flight", ["AA 1042", "AA 2215", "AA 0412", "AA 1890", "AA 0305", "AA 1184", "AA 0921"])
+colRoute = Col("Route", ["ORD - LHR", "LAX - ORD", "ORD - DFW", "MIA - ORD", "ORD - JFK", "SFO - ORD", "ORD - BOS"])
+colGate = Col("Gate", ["H12", "K08", "H04", "L02", "K15", "H08", "G11"])
+colStatus = Col("Status", ["On Time", "Delayed (+45m)", "On Time", "Cancelled", "Delayed (+25m)", "On Time", "Cancelled"])
+colTurnaround = Col("Turnaround", ["45m", "52m", "38m", "N/A", "48m", "35m", "N/A"])
+
+accGateChanges = AccordionItem("gates", "Recent Gate Changes (Last 2 Hours)", [gateTable])
+gateTable = Table([gateFlight, gateOld, gateNew, gateReason, gateTime])
+gateFlight = Col("Flight", ["AA 2215", "AA 0884", "AA 1402", "AA 0305"])
+gateOld = Col("Original Gate", ["K02", "H06", "L10", "K04"])
+gateNew = Col("Assigned Gate", ["K08", "H14", "L02", "K15"])
+gateReason = Col("Reason", ["Inbound Delay", "Maintenance", "Aircraft Swap", "Gate Conflict"])
+gateTime = Col("Updated", ["14:10 CST", "14:22 CST", "14:45 CST", "15:02 CST"])
+
+accCrewAvail = AccordionItem("crew", "Crew Available for Reassignment", [crewTable])
+crewTable = Table([crewName, crewRole, crewBase, crewHours, crewStatus])
+crewName = Col("Crew Member", ["Capt. R. Miller", "FO J. Davis", "Purser M. Vance", "FA S. Chen", "FA T. Kowalski"])
+crewRole = Col("Role", ["Captain (A320)", "First Officer (B737)", "Flight Attendant Lead", "Flight Attendant", "Flight Attendant"])
+crewBase = Col("Base", ["ORD", "ORD", "DFW", "ORD", "ORD"])
+crewHours = Col("Duty Hrs Remaining", ["7h 15m", "8h 40m", "5h 10m", "9h 00m", "6h 30m"])
+crewStatus = Col("Availability", ["Standby (Gate)", "Reserve (Home - 30m)", "Standby (Gate)", "Standby (Gate)", "Reserve (Home - 45m)"])
+
+accRiskConn = AccordionItem("risk", "Connections at Risk & Delays Breakdown", [riskTable])
+riskTable = Table([riskPax, riskInbound, riskOutbound, riskWindow, riskAction])
+riskPax = Col("Pax Count", [24, 18, 15, 12, 13])
+riskInbound = Col("Inbound Flight", ["AA 2215 (LAX)", "AA 2215 (LAX)", "AA 0305 (JFK)", "AA 1540 (PHX)", "AA 0712 (MCO)"])
+riskOutbound = Col("Connecting Flight", ["AA 0104 (LHR)", "AA 1102 (CDG)", "AA 0412 (DFW)", "AA 0882 (BOS)", "AA 1904 (DCA)"])
+riskWindow = Col("Est. Window", ["8 mins", "12 mins", "5 mins", "10 mins", "2 mins"])
+riskAction = Col("Recommended Action", ["Express Connection / Hold Gate", "Auto-Rebook Available", "Auto-Rebook Available", "Express Connection", "Auto-Rebook Required"])
+
+rebookSection = Card([rebookHeader, rebookForm], "sunk", "column", "m")
+rebookHeader = CardHeader("Passenger Rebooking Desk", "Mass or individual rebooking control for affected hub passengers")
+rebookForm = Form("rebook-control", formBtns, [fieldFlightSelect, fieldPaxSelect, fieldOptionSelect, fieldReasonNote])
+
+fieldFlightSelect = FormControl("Target Delayed / Cancelled Flight", inputFlightSelect, "Select affected flight to process passengers")
+inputFlightSelect = Select("flight_id", [optF1, optF2, optF3, optF4], "Choose flight...")
+optF1 = SelectItem("AA2215", "AA 2215 - Delayed (+45m) - 42 Connecting Pax")
+optF2 = SelectItem("AA1890", "AA 1890 - Cancelled - 156 Pax")
+optF3 = SelectItem("AA0305", "AA 0305 - Delayed (+25m) - 18 Connecting Pax")
+optF4 = SelectItem("AA0921", "AA 0921 - Cancelled - 138 Pax")
+
+fieldPaxSelect = FormControl("Scope", inputPaxRadio)
+inputPaxRadio = RadioGroup("pax_scope", [radioAtRisk, radioAllCanceled, radioCustom])
+radioAtRisk = RadioItem("At-Risk Connections Only", "Process pax with <15m connection margin", "at_risk")
+radioAllCanceled = RadioItem("All Passengers on Flight", "Rebook entire manifest to next available", "all_manifest")
+radioCustom = RadioItem("Manual Selection", "Select specific PNRs individually", "custom")
+
+fieldOptionSelect = FormControl("Rebooking Strategy", inputOptionSelect)
+inputOptionSelect = Select("strategy", [stratNext, stratPartner, stratHotel], "Select strategy")
+stratNext = SelectItem("next_own", "Auto-Rebook Next Available (Same Airline)")
+stratPartner = SelectItem("partner", "Auto-Rebook Partner Airlines (OAL)")
+stratHotel = SelectItem("overnight", "Issue Hotel Voucher + Morning Rebook")
+
+fieldReasonNote = FormControl("Operational Override Notes", inputReasonNote, "Notes appended to passenger PNR audit trail")
+inputReasonNote = Input("override_note", "Weather delay flow restriction at ORD - Automated hub protection")
+
+formBtns = Buttons([btnRebook, btnProtect, btnCancel])
+btnRebook = Button("Execute Batch Rebook", null, "primary")
+btnProtect = Button("Issue Gate Connection Express Passes", null, "secondary")
+btnCancel = Button("Reset", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed crew assignment schedule")
+f2 = FollowUpItem("Export delayed flight log as CSV")
+f3 = FollowUpItem("View runway capacity and flow control stats")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..29f566502
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r2.txt
@@ -0,0 +1,89 @@
+root = Card([header, mainCallouts, kpiOverview, tabsSection, hubForm, followUps])
+
+header = CardHeader("Airline Hub Operations Control", "Real-Time Terminal Dashboard & Operations Desk")
+
+mainCallouts = Card([weatherAlert, delayAlert], "clear", "column", "s")
+weatherAlert = Callout("warning", "Hub Weather Advisory: ORD (Chicago O'Hare)", "Severe thunderstorms expected 16:00 - 18:30 CDT. High wind gusts up to 45kt. Expect ground stops and potential holding patterns.")
+delayAlert = Alert("Delayed Flight Notice & Connections at Risk", "Flight AA-402 (DFW -> ORD) delayed by 48 mins due to late incoming aircraft. 14 onward connections currently flagged at high risk of being missed.", "warning")
+
+kpiOverview = Table([kpiMetric, kpiValue, kpiTarget, kpiStatus])
+kpiMetric = Col("Metric", ["On-Time Performance (OTP)", "Avg Passenger Load Factor", "Avg Gate Turnaround Time", "Total Cancellations Today"])
+kpiValue = Col("Today's Value", ["78.4%", "86.2%", "42 mins", "3 Flights"])
+kpiTarget = Col("Hub Benchmark", ["85.0%", "82.0%", "35 mins", "< 5 Flights"])
+kpiStatus = Col("Status", ["Below Target", "Above Target", "Slight Delay", "Within Limit"])
+
+tabsSection = Tabs([flightsTab, connectionsTab, gatesCrewTab, rebookTab])
+
+flightsTab = TabItem("flights", "Active Flights & Status", [flightsHeader, flightsTable])
+flightsHeader = TextContent("### Master Flight Status & Gate Assignments\nMonitored real-time departures and arrivals for Chicago O'Hare (ORD).", "default")
+flightsTable = Table([flightNum, flightRoute, flightGate, flightSched, flightStatus])
+flightNum = Col("Flight #", ["AA-104", "AA-402", "AA-891", "AA-215", "AA-604", "AA-312"])
+flightRoute = Col("Route", ["ORD -> JFK", "DFW -> ORD", "ORD -> LAX", "MIA -> ORD", "ORD -> BOS", "SFO -> ORD"])
+flightGate = Col("Gate", ["B12", "C18", "B22", "B08", "C10", "C24"])
+flightStatus = Col("Status", ["On Time", "Delayed (+48m)", "Cancelled", "On Time", "On Time", "Delayed (+15m)"])
+flightSched = Col("Scheduled", ["14:15", "14:30", "14:45", "15:10", "15:25", "15:40"])
+
+connectionsTab = TabItem("connections", "Connections at Risk", [connHeader, connTable])
+connHeader = TextContent("### Misconnection Risk Monitoring\nPassengers with tight connection windows (< 25 mins) due to inbound delay.", "default")
+connTable = Table([connInbound, connOutbound, connPaxCount, connWindow, connRisk])
+connInbound = Col("Inbound Flight", ["AA-402", "AA-402", "AA-312", "AA-312"])
+connOutbound = Col("Outbound Flight", ["AA-104 (JFK)", "AA-604 (BOS)", "AA-905 (LHR)", "AA-112 (DCA)"])
+connPaxCount = Col("At-Risk Pax", [8, 6, 12, 4])
+connWindow = Col("Est. Connect Window", ["12 mins", "18 mins", "9 mins", "22 mins"])
+connRisk = Col("Risk Level", ["CRITICAL", "HIGH", "CRITICAL", "MEDIUM"])
+
+gatesCrewTab = TabItem("gates_crew", "Gate Changes & Available Crew", [gateChangeSection, crewSection])
+gateChangeSection = SectionBlock([recentGatesItem], false)
+recentGatesItem = SectionItem("gates", "Recent Gate Changes (Last 60 Mins)", [gateChangesList])
+gateChangesList = ListBlock([gate1, gate2, gate3], "number")
+gate1 = ListItem("AA-104: Moved from B04 to B12", "Reason: Inbound aircraft arrived early at B12", null, "Updated 10m ago")
+gate2 = ListItem("AA-604: Moved from C02 to C10", "Reason: Maintenance hold on gate C02 jet bridge", null, "Updated 25m ago")
+gate3 = ListItem("AA-312: Moved from C15 to C24", "Reason: De-icing equipment positioning requirement", null, "Updated 42m ago")
+
+crewSection = SectionBlock([availableCrewItem], false)
+availableCrewItem = SectionItem("crew", "Standby & Available Crews for Reassignment", [crewTable])
+crewTable = Table([crewId, crewType, crewBase, crewStatus, crewMaxHours])
+crewId = Col("Crew ID / Name", ["Capt. Miller / FO Davis", "Flight Attendants Group B", "Capt. Vance / FO Lee", "Flight Attendants Group F"])
+crewType = Col("Type / Qualification", ["Flight Deck (A320/A321)", "Cabin Crew (Narrowbody)", "Flight Deck (B737)", "Cabin Crew (Widebody)"])
+crewBase = Col("Location", ["ORD Crew Lounge", "Gate B10 Area", "ORD Crew Lounge", "Gate C20 Area"])
+crewStatus = Col("Availability", ["Immediate Standby", "Ready in 15m", "Reserve On-Call", "Ready in 30m"])
+crewMaxHours = Col("Duty Time Left", ["6h 45m", "8h 10m", "4h 15m", "7h 30m"])
+
+rebookTab = TabItem("rebook", "Rebook Passengers", [rebookHeader, rebookForm])
+rebookHeader = TextContent("### Automated Passenger Rebooking & Mitigation\nSelect impacted passengers to issue new itineraries, hotel vouchers, or priority standby lists.", "default")
+rebookForm = Form("rebook-pax-form", rebookButtons, [paxIdField, altFlightField, voucherField, noteField])
+paxIdField = FormControl("Impacted Flight / Passenger Ref", paxInput, "Enter Flight # (e.g., AA-402) or PNR")
+paxInput = Input("pnr_ref", "AA-402 (Connections)")
+altFlightField = FormControl("Select Rebooking Option", altSelect)
+altSelect = Select("alt_flight", [opt1, opt2, opt3], "Choose next available route")
+opt1 = SelectItem("opt1", "AA-108 (Departs 16:30 - 12 seats left)")
+opt2 = SelectItem("opt2", "AA-610 (Departs 18:00 - 28 seats left)")
+opt3 = SelectItem("opt3", "Partner Airline Codeshare (Departs 17:15 - 5 seats left)")
+voucherField = FormControl("Compensation / Vouchers", voucherCheck)
+voucherCheck = CheckBoxGroup("vouchers", [v1, v2])
+v1 = CheckBoxItem("Meal Voucher ($25)", "Issue digital meal voucher via SMS/App", "meal", true)
+v2 = CheckBoxItem("Hotel Voucher", "Issue overnight hotel accommodation for long delay/overnight misconnect", "hotel", false)
+noteField = FormControl("Internal Operations Notes", noteText)
+noteText = TextArea("rebook_notes", "Rebooking passengers due to inbound weather delay on AA-402...", 2)
+
+rebookButtons = Buttons([submitRebook, clearRebook])
+submitRebook = Button("Execute Rebooking & Send SMS", null, "primary")
+clearRebook = Button("Reset Form", null, "tertiary")
+
+hubForm = Card([hubHeader, hubControls], "sunk", "column", "s")
+hubHeader = CardHeader("Switch Station / Hub View", "Select another operational hub to inspect performance and active alerts")
+hubControls = Form("switch-hub-form", hubButtons, [hubSelectField])
+hubSelectField = FormControl("Active Operational Hub", hubSelect)
+hubSelect = Select("hub_id", [hubORD, hubDFW, hubCLT, hubMIA, hubPHX], "Select Airport Hub")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD) - Current")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubCLT = SelectItem("CLT", "Charlotte Douglas (CLT)")
+hubMIA = SelectItem("MIA", "Miami International (MIA)")
+hubPHX = SelectItem("PHX", "Phoenix Sky Harbor (PHX)")
+hubButtons = Buttons([switchBtn])
+switchBtn = Button("Load Hub Dashboard", null, "secondary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show expanded gate availability map for Terminal 3")
+f2 = FollowUpItem("Generate outbound misconnect summary report for ORD")
+f3 = FollowUpItem("View standby crew duty schedules for remaining shifts")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..b551c7e9e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r3.txt
@@ -0,0 +1,90 @@
+root = Card([hubHeader, topStats, advisoriesAlert, hubTabs, followUp])
+
+hubHeader = CardHeader("Hub Operations Desk - ORD (O'Hare)", "Live Flight Operations & Ground Handling")
+
+topStats = Card([otpStat, turnsStat, loadStat, cancelsStat], "sunk", "row", "m", "center", "between")
+otpStat = TextCallout("success", "84.2% OTP", "On-Time Performance Today (+2.1% vs avg)")
+turnsStat = TextCallout("info", "42 mins", "Avg Turnaround Time (Target: 45m)")
+loadStat = TextCallout("neutral", "88.5%", "Avg Passenger Load Factor")
+cancelsStat = TextCallout("danger", "3 Cancellations", "0.4% Cancellation Rate Today")
+
+advisoriesAlert = Alert("Weather Advisory: Chicago O'Hare (ORD)", "Wind Shear Warning & Heavy Snow Gusts active until 18:00 UTC. Expect potential ground delays of 15-20 minutes.", "warning")
+
+hubTabs = Tabs([flightsTab, riskTab, opsTab, hubSelectTab])
+
+flightsTab = TabItem("flights", "Active Flights", [flightTableHeading, activeFlightTable])
+flightTableHeading = Heading("Today's Schedule & Real-Time Status", "h3")
+activeFlightTable = Table([flightCol, routeCol, gateCol, statusCol, delayCol])
+flightCol = Col("Flight", ["AA 104", "AA 432", "AA 2105", "AA 891", "AA 1120", "AA 554", "AA 302"])
+routeCol = Col("Route", ["ORD -> LHR", "DFW -> ORD", "ORD -> LAX", "MIA -> ORD", "ORD -> JFK", "SFO -> ORD", "ORD -> BOS"])
+gateCol = Col("Gate", ["H12", "K5", "H4", "L2", "K10", "G6", "H8"])
+statusCol = Col("Status", ["On Time", "Delayed", "On Time", "Delayed", "On Time", "Cancelled", "On Time"])
+delayCol = Col("Notes / Delay Reason", ["Departed 14:10", "+45m (De-icing)", "Boarding", "+20m (Late Inbound)", "Scheduled 15:30", "Equipment Maintenance", "Scheduled 16:00"])
+
+riskTab = TabItem("risks", "At-Risk Connections & Rebooking", [delayedCallout, riskHeading, riskTable, rebookForm])
+delayedCallout = Callout("warning", "High Risk Notice", "Flight AA 432 delay impacts 18 tight connections to outbound transatlantic flights.")
+riskHeading = Heading("Passengers At Risk of Missing Connections", "h3")
+riskTable = Table([paxCol, inboundCol, outboundCol, windowCol, riskStatusCol])
+paxCol = Col("Passenger", ["J. Miller (Party of 2)", "A. Chen", "M. Ross & Family (4)", "D. Smith", "E. Gomez"])
+inboundCol = Col("Inbound Flight", ["AA 432 (DFW)", "AA 432 (DFW)", "AA 891 (MIA)", "AA 432 (DFW)", "AA 891 (MIA)"])
+outboundCol = Col("Outbound Flight", ["AA 104 (LHR)", "AA 2105 (LAX)", "AA 1120 (JFK)", "AA 104 (LHR)", "AA 302 (BOS)"])
+windowCol = Col("Connection Window", ["12 mins (CRITICAL)", "18 mins (TIGHT)", "15 mins (TIGHT)", "12 mins (CRITICAL)", "22 mins (OK)"])
+riskStatusCol = Col("Action Status", ["Unbooked", "Unbooked", "Rebooked AA 1140", "Unbooked", "Standby Offered"])
+
+rebookForm = Form("rebook-passengers", rebookFormButtons, [paxSelectField, altFlightField, rebookReasonField])
+paxSelectField = FormControl("Select Affected Passenger(s)", paxSelect)
+paxSelect = Select("pax_id", [pax1, pax2, pax4], "Select passenger to rebook")
+pax1 = SelectItem("pax_1", "J. Miller (Party of 2) - ORD -> LHR")
+pax2 = SelectItem("pax_2", "A. Chen - ORD -> LAX")
+pax4 = SelectItem("pax_4", "D. Smith - ORD -> LHR")
+altFlightField = FormControl("Rebook Option", altFlightSelect)
+altFlightSelect = Select("new_flight", [opt1, opt2, opt3], "Select alternative route")
+opt1 = SelectItem("fl_106", "AA 106 (ORD -> LHR) - Dep 18:30 (4 Seats Left)")
+opt2 = SelectItem("fl_2109", "AA 2109 (ORD -> LAX) - Dep 17:15 (9 Seats Left)")
+opt3 = SelectItem("fl_1124", "AA 1124 (ORD -> JFK) - Dep 19:00 (12 Seats Left)")
+rebookReasonField = FormControl("Rebooking Reason Code", rebookReasonInput)
+rebookReasonInput = Input("reason", "Weather / Inbound Delay Protections")
+rebookFormButtons = Buttons([submitRebookBtn, autoProtectBtn])
+submitRebookBtn = Button("Confirm Rebooking", null, "primary")
+autoProtectBtn = Button("Auto-Protect All Remaining", null, "secondary")
+
+opsTab = TabItem("groundops", "Gate Changes & Standby Crew", [gateHeading, gateTable, sep, crewHeading, crewTable])
+gateHeading = Heading("Recent Gate Changes (Past 2 Hours)", "h3")
+gateTable = Table([gateFlightCol, origGateCol, newGateCol, reasonCol, timeCol])
+gateFlightCol = Col("Flight", ["AA 2105", "AA 891", "AA 432", "AA 1120"])
+origGateCol = Col("Original Gate", ["H2", "L8", "K12", "K2"])
+newGateCol = Col("Assigned Gate", ["H4", "L2", "K5", "K10"])
+reasonCol = Col("Reason", ["Aircraft Swap (B773)", "Inbound Occupied", "De-icing Pad Proximity", "Maintenance Overhead"])
+timeCol = Col("Changed At", ["13:42 UTC", "13:30 UTC", "13:05 UTC", "12:48 UTC"])
+
+sep = Separator("horizontal")
+
+crewHeading = Heading("Available Crew for Reassignment", "h3")
+crewTable = Table([crewNameCol, roleCol, statusCrewCol, maxDutyCol, locationCol])
+crewNameCol = Col("Crew Member / ID", ["Capt. R. Vance", "FO M. Thorne", "Purser S. Jenkins", "FA K. Patel", "FA L. Zhang"])
+roleCol = Col("Role", ["Captain (A320/B737)", "First Officer (B777)", "Purser (Widebody)", "Flight Attendant", "Flight Attendant"])
+statusCrewCol = Col("Availability", ["Standby (Ready)", "Reserve (30m Notice)", "Standby (Ready)", "Standby (Ready)", "Reserve (60m Notice)"])
+maxDutyCol = Col("Remaining Duty Hrs", ["7h 30m", "9h 15m", "6h 00m", "8h 45m", "11h 00m"])
+locationCol = Col("Current Location", ["Terminal 3 Crew Lounge", "ORD Operation Center", "Terminal 3 Crew Lounge", "Gate H12", "On Break (Concourse K)"])
+
+hubSelectTab = TabItem("switchhub", "Switch Hub Location", [switchHubHeading, hubForm])
+switchHubHeading = Heading("Select Active Hub View", "h3")
+hubForm = Form("hub-selection", hubFormButtons, [hubSelectField, modeField])
+hubSelectField = FormControl("Target Airport Hub", hubSelect)
+hubSelect = Select("hub_code", [hubORD, hubDFW, hubCLT, hubMIA, hubPHX], "Select hub")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD) - Current")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubCLT = SelectItem("CLT", "Charlotte Douglas (CLT)")
+hubMIA = SelectItem("MIA", "Miami International (MIA)")
+hubPHX = SelectItem("PHX", "Phoenix Sky Harbor (PHX)")
+modeField = FormControl("Dashboard View Mode", modeRadio)
+modeRadio = RadioGroup("view_mode", [modeLive, modeSim], "live")
+modeLive = RadioItem("Live Operations", "Real-time telemetry and active flight dispatching", "live")
+modeSim = RadioItem("Simulated / Forecast", "Model next 4 hours based on weather projections", "sim")
+hubFormButtons = Buttons([switchHubBtn])
+switchHubBtn = Button("Load Hub Operations Desk", null, "primary")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Issue ground delay hold for inbound flights to ORD")
+fu2 = FollowUpItem("Auto-rebook all passengers with connection window under 15 mins")
+fu3 = FollowUpItem("Assign standby crew Capt. R. Vance to flight AA 432")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..1cd856af7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-airline__r4.txt
@@ -0,0 +1,87 @@
+root = Card([hubHeader, topMetrics, weatherAlert, delayedAlert, mainTabs, followUps], "card", "column", "l")
+
+hubHeader = CardHeader("ORD Operations Desk", "Chicago O'Hare International Hub • Live View")
+
+topMetrics = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Metric", ["On-Time Performance", "Avg Passenger Load", "Avg Turnaround Time", "Cancellations Today"])
+valueCol = Col("Value", ["78.4%", "86.2%", "42 mins", "3 Flights"])
+statusCol = Col("Status", ["Below Target (-3.6%)", "High Volume", "On Schedule", "0.8% of daily flights"])
+
+weatherAlert = Alert("Severe Weather Advisory - ORD Hub", "Thunderstorms with gusty winds expected near Chicago O'Hare between 16:00 and 19:00 CDT. Ground stops likely; ramp safety protocols active.", "warning")
+
+delayedAlert = Alert("Delayed Flights & At-Risk Connections", "8 flights are currently delayed by >30 mins. 47 outbound passenger connections are at risk of being missed.", "destructive")
+
+mainTabs = Tabs([flightsTab, connectionsTab, gateTab, crewTab, rebookTab, selectHubTab])
+
+flightsTab = TabItem("flights", "Flight Board", [flightTable])
+flightTable = Table([fnCol, routeCol, gateCol, statusFlightCol, delayCol])
+fnCol = Col("Flight", ["UA 412", "UA 890", "UA 1204", "UA 305", "UA 672", "UA 1145", "UA 902"])
+routeCol = Col("Route", ["ORD -> LGA", "ORD -> SFO", "ORD -> LAX", "ORD -> DEN", "ORD -> MIA", "ORD -> BOS", "ORD -> IAH"])
+gateCol = Col("Gate", ["B12", "C20", "B8", "B18", "C10", "B4", "C28"])
+statusFlightCol = Col("Status", ["Boarding", "Delayed", "Delayed", "On Time", "Delayed", "On Time", "Cancelled"])
+delayCol = Col("Notes", ["On Time", "+45m (Wx)", "+35m (Maint)", "On Time", "+60m (Late In)", "On Time", "Aircraft AOG"])
+
+connectionsTab = TabItem("connections", "Connections at Risk (47)", [connText, connTable])
+connText = TextContent("Passengers on incoming delayed flights with tight connecting windows at ORD:")
+connTable = Table([paxCol, inboundCol, outboundCol, windowCol, riskCol])
+paxCol = Col("Pax Count", [14, 8, 12, 13])
+inboundCol = Col("Inbound Flight", ["UA 890 (Arr 16:15)", "UA 1204 (Arr 16:40)", "UA 672 (Arr 17:05)", "UA 890 (Arr 16:15)"])
+outboundCol = Col("Outbound Flight", ["UA 305 (Dep 16:35)", "UA 1145 (Dep 17:00)", "UA 502 (Dep 17:30)", "UA 911 (Dep 16:45)"])
+windowCol = Col("Connect Window", ["20 mins", "20 mins", "25 mins", "30 mins"])
+riskCol = Col("Risk Level", ["CRITICAL", "CRITICAL", "HIGH", "HIGH"])
+
+gateTab = TabItem("gates", "Recent Gate Changes", [gateList])
+gateList = ListBlock([gc1, gc2, gc3, gc4])
+gc1 = ListItem("UA 412 (ORD -> LGA)", "Moved from Gate C14 to Gate B12 (Ramp congestion)", null, "Updated 10m ago")
+gc2 = ListItem("UA 890 (ORD -> SFO)", "Moved from Gate B2 to Gate C20 (Equipment change)", null, "Updated 22m ago")
+gc3 = ListItem("UA 672 (ORD -> MIA)", "Moved from Gate C18 to Gate C10 (Maintenance request)", null, "Updated 35m ago")
+gc4 = ListItem("UA 1509 (ORD -> MCO)", "Moved from Gate B5 to Gate B16 (Inbound gate occupied)", null, "Updated 50m ago")
+
+crewTab = TabItem("crew", "Available Reserve Crew", [crewTable])
+crewTable = Table([roleCol, nameCol, locationCol, maxDutyCol, actionCol])
+roleCol = Col("Role", ["Captain (B737)", "First Officer (B737)", "Captain (A320)", "Flight Attendant (Lead)", "Flight Attendant", "Flight Attendant"])
+nameCol = Col("Name / ID", ["J. Miller (#4402)", "R. Vance (#8819)", "S. Chen (#3109)", "M. Ross (#9021)", "A. Gupta (#7743)", "T. Brooks (#6112)"])
+locationCol = Col("Location", ["ORD Crew Base", "ORD Terminal 1", "ORD Crew Base", "ORD Gate B10", "ORD Crew Base", "ORD Terminal 2"])
+maxDutyCol = Col("Avail Duty", ["8h 30m", "6h 15m", "9h 00m", "7h 45m", "10h 00m", "8h 15m"])
+actionCol = Col("Status", ["Standby", "Standby", "On Call (15m)", "Standby", "Standby", "Standby"])
+
+rebookTab = TabItem("rebook", "Rebook Passengers", [rebookForm])
+rebookForm = Form("rebook-passengers", rebookButtons, [fltNumControl, paxNameControl, altFlightControl, reasonControl])
+fltNumControl = FormControl("Affected Flight Number", fltNumInput, "Enter delayed or cancelled flight ID")
+fltNumInput = Input("flight_num", "UA 890")
+paxNameControl = FormControl("Passenger Name or PNR", paxInput, "Search single PNR or leave blank for bulk auto-rebook")
+paxInput = Input("pax_info", "K7X9PQ")
+altFlightControl = FormControl("Preferred Rebooking Strategy", altSelect)
+altSelect = Select("strategy", [opt1, opt2, opt3], "Select auto-rebook rule")
+opt1 = SelectItem("next_avail", "Next Available United Flight")
+opt2 = SelectItem("partner_airline", "Partner / OAL Alternate Routing")
+opt3 = SelectItem("overnight_hotel", "Hold & Issue Hotel Voucher")
+reasonControl = FormControl("Disruption Reason", reasonRadio)
+reasonRadio = RadioGroup("reason", [rWx, rMaint, rCrew])
+rWx = RadioItem("Weather (ORD Storms)", "Standard IRROP Protection", "wx")
+rMaint = RadioItem("Mechanical / Aircraft AOG", "Priority Protection + Compensation", "maint")
+rCrew = RadioItem("Crew Duty Timeout", "Standard Protection", "crew")
+rebookButtons = Buttons([btnExecuteRebook, btnCancelRebook])
+btnExecuteRebook = Button("Execute Auto-Rebook Process", null, "primary")
+btnCancelRebook = Button("Reset Form", null, "tertiary")
+
+selectHubTab = TabItem("switchHub", "Switch Station / Hub", [hubForm])
+hubForm = Form("select-hub", hubButtons, [hubSelectControl, viewModeControl])
+hubSelectControl = FormControl("Select Operating Hub", hubSelect)
+hubSelect = Select("hub_id", [hORD, hDEN, hIAH, hEWR, hSFO], "Choose a hub to inspect")
+hORD = SelectItem("ORD", "Chicago O'Hare (Current)")
+hDEN = SelectItem("DEN", "Denver International")
+hIAH = SelectItem("IAH", "Houston George Bush")
+hEWR = SelectItem("EWR", "Newark Liberty")
+hSFO = SelectItem("SFO", "San Francisco International")
+viewModeControl = FormControl("Dashboard View Mode", viewModeRadio)
+viewModeRadio = RadioGroup("view_mode", [vmLive, vmSim])
+vmLive = RadioItem("Live Operations", "Real-time telemetry and feeds", "live")
+vmSim = RadioItem("IRROP Simulation", "Model ground stops and severe weather scenarios", "sim")
+hubButtons = Buttons([btnSwitchHub])
+btnSwitchHub = Button("Switch Active Hub View", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Issue ground stop protocol for ORD")
+fu2 = FollowUpItem("Show detailed inbound delay breakdown")
+fu3 = FollowUpItem("View standby crew contact details")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..2dd30a258
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r1.txt
@@ -0,0 +1,95 @@
+root = Card([header, quickActions, balances, creditScore, analyticsRow, billsAndGoals, transactions, settingsDrawer])
+
+header = CardHeader("Welcome back, Alex", "Member since 2019 • Premier Checking")
+
+quickActions = Buttons([transferModal, freezeModal, disputeModal])
+
+transferModal = DialogBlock("Transfer Money", "Move Money Between Accounts", "Transfer funds instantly between your linked accounts.", transferForm, "default")
+transferForm = Form("transfer_form", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From Account", fromSelect)
+fromSelect = Select("from_account", [acc1, acc2], "Select source account")
+acc1 = SelectItem("chk", "Premier Checking (...4829) - $8,420.50")
+acc2 = SelectItem("sav", "High-Yield Savings (...9102) - $24,150.00")
+toField = FormControl("To Account", toSelect)
+toSelect = Select("to_account", [accTo1, accTo2, accTo3], "Select destination account")
+accTo1 = SelectItem("sav", "High-Yield Savings (...9102) - $24,150.00")
+accTo2 = SelectItem("chk", "Premier Checking (...4829) - $8,420.50")
+accTo3 = SelectItem("crd", "Rewards Credit Card (...1104) - $1,240.15 balance")
+amountField = FormControl("Amount ($)", amountInput, "Daily limit remaining: $5,000.00")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Confirm Transfer", null, "primary")
+
+freezeModal = AlertDialogBlock("Freeze Credit Card", "Freeze Rewards Credit Card (...1104)?", "This will instantly block all new purchases and cash advances. Recurring automatic payments may still process.", "Freeze Card", "Cancel", "outline")
+
+disputeModal = DialogBlock("Dispute Transaction", "File a Transaction Dispute", "Select a charge and tell us why you are disputing it.", disputeForm, "ghost")
+disputeForm = Form("dispute_form", disputeButtons, [txnField, reasonField, detailsField])
+txnField = FormControl("Select Transaction", txnSelect)
+txnSelect = Select("dispute_txn", [txn1Opt, txn2Opt, txn3Opt], "Choose transaction")
+txn1Opt = SelectItem("t1", "Whole Foods Market - $142.80 (Oct 24)")
+txn2Opt = SelectItem("t2", "Uber Eats - $34.50 (Oct 22)")
+txn3Opt = SelectItem("t3", "Tech Gadgets Store - $299.00 (Oct 20)")
+reasonField = FormControl("Dispute Reason", reasonSelect)
+reasonSelect = Select("dispute_reason", [r1, r2, r3, r4], "Select reason")
+r1 = SelectItem("unauthorized", "Unrecognized / Fraudulent charge")
+r2 = SelectItem("incorrect_amount", "Incorrect charge amount")
+r3 = SelectItem("not_received", "Merchandise/Service not received")
+r4 = SelectItem("duplicate", "Duplicate charge")
+detailsField = FormControl("Additional Details", detailsInput)
+detailsInput = TextArea("dispute_details", "Provide any additional context...", 3)
+disputeButtons = Buttons([submitDisputeBtn])
+submitDisputeBtn = Button("Submit Dispute", null, "primary")
+
+balances = Table([accCol, typeCol, balCol, statusCol])
+accCol = Col("Account", ["Premier Checking (...4829)", "High-Yield Savings (...9102)", "Rewards Credit Card (...1104)"])
+typeCol = Col("Type", ["Deposit", "Savings", "Credit Line"])
+balCol = Col("Balance / Limit", ["$8,420.50", "$24,150.00", "$1,240.15 / $15,000.00"])
+statusCol = Col("Status", ["Active", "Active", "Active"])
+
+creditScore = Callout("success", "Credit Score: 785 (Excellent)", "Your FICO® Score was updated on Oct 1, 2024. You are in the top 15% of borrowers.")
+
+analyticsRow = Card([categoryHeader, periodSelect, categoryChart], "sunk", "column", "m")
+categoryHeader = Heading("Monthly Spending Breakdown", "h3")
+periodSelect = Form("period_form", periodButtons, [periodField])
+periodField = FormControl("Statement Period", periodDropdown)
+periodDropdown = Select("period", [p1, p2, p3], "Select statement period")
+p1 = SelectItem("oct_2024", "October 2024 (Current)")
+p2 = SelectItem("sep_2024", "September 2024")
+p3 = SelectItem("aug_2024", "August 2024")
+periodButtons = Buttons([applyPeriodBtn])
+applyPeriodBtn = Button("Update Chart", null, "secondary", "normal", "small")
+
+categoryChart = PieChart(["Housing", "Groceries", "Dining & Entertainment", "Utilities & Bills", "Shopping"], [1800, 650, 420, 310, 240], "donut", "circular")
+
+billsAndGoals = Tabs([billsTab, goalTab])
+billsTab = TabItem("bills", "Upcoming Bills", [billsList])
+billsList = ListBlock([bill1, bill2, bill3])
+bill1 = ListItem("Electric Utility Co.", "Due Oct 28 • Auto-pay enabled", null, "$115.40")
+bill2 = ListItem("Internet Fiber Subscription", "Due Nov 01 • Scheduled", null, "$79.99")
+bill3 = ListItem("Rewards Credit Card Minimum", "Due Nov 05 • Auto-pay setup", null, "$35.00")
+
+goalTab = TabItem("goal", "Vacation Savings Goal", [goalContent])
+goalContent = Card([goalTitle, goalProgress, goalDetails], "clear", "column", "m")
+goalTitle = Heading("Japan Trip 2025 Goal", "h4")
+goalProgress = Progress(68, "$3,400 saved of $5,000 target")
+goalDetails = TextContent("You are on track to hit your $5,000 goal by April 2025 with your current monthly recurring transfer of $300.")
+
+transactions = Card([txnHeader, txnList], "sunk", "column", "s")
+txnHeader = Heading("Recent Transactions", "h3")
+txnList = ListBlock([t1, t2, t3, t4, t5])
+t1 = ListItem("Whole Foods Market", "Groceries • Oct 24, 2024 • Premier Checking", null, "-$142.80")
+t2 = ListItem("Employer Direct Deposit", "Income • Oct 23, 2024 • Premier Checking", null, "+$2,850.00")
+t3 = ListItem("Uber Eats", "Dining • Oct 22, 2024 • Rewards Credit Card", null, "-$34.50")
+t4 = ListItem("Streaming Service", "Entertainment • Oct 21, 2024 • Rewards Credit Card", null, "-$14.99")
+t5 = ListItem("Tech Gadgets Store", "Shopping • Oct 20, 2024 • Rewards Credit Card", null, "-$299.00")
+
+settingsDrawer = DrawerBlock("Manage Alert Triggers", "Notification & Alert Preferences", "Configure automated security and balance alerts.", alertForm)
+alertForm = Form("alert_settings", alertButtons, [switchesField])
+switchesField = FormControl("Active Triggers", alertSwitches)
+alertSwitches = SwitchGroup("alerts", [s1, s2, s3, s4])
+s1 = SwitchItem("Large Purchase Alerts", "Notify for transactions over $200", "alert_large", true)
+s2 = SwitchItem("Low Balance Warning", "Notify when checking balance drops below $500", "alert_low_bal", true)
+s3 = SwitchItem("Bill Due Reminders", "Notify 3 days before upcoming bill due dates", "alert_bills", true)
+s4 = SwitchItem("Credit Limit Utilization", "Notify when credit card reaches 80% limit", "alert_credit", false)
+alertButtons = Buttons([saveAlertsBtn])
+saveAlertsBtn = Button("Save Alert Preferences", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..d6b885af9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r2.txt
@@ -0,0 +1,108 @@
+root = Card([header, quickActions, balances, analyticsRow, billsAndGoal, transactions, manageSection, dialogs, followUp])
+
+header = CardHeader("Welcome back, Alex", "Account Overview • Premium Banking")
+
+quickActions = Buttons([transferBtn, freezeBtn, disputeBtn], "row")
+transferBtn = Button("Transfer Money", null, "primary")
+freezeBtn = Button("Freeze Credit Card", null, "secondary")
+disputeBtn = Button("Dispute Transaction", null, "tertiary")
+
+balances = Table([accCol, typeCol, numCol, balCol])
+accCol = Col("Account", ["Everyday Checking", "High Yield Savings", "Rewards Credit Card"])
+typeCol = Col("Type", ["Checking", "Savings", "Credit Line"])
+numCol = Col("Account Number", ["•••• 4821", "•••• 9032", "•••• 1154"])
+balCol = Col("Balance", ["$4,250.80", "$18,500.00", "-$1,240.50"])
+
+analyticsRow = Card([categoryChart, creditScoreCard], "clear", "row", "m")
+
+categoryChart = BarChart(["Dining", "Groceries", "Utilities", "Shopping", "Travel"], [spendingSeries], "grouped", "Category", "Amount ($)")
+spendingSeries = Series("Spent This Month", [420, 680, 210, 350, 190])
+
+creditScoreCard = Card([scoreHeader, scoreProgress, scoreBadge, scoreCallout], "sunk", "column", "s")
+scoreHeader = CardHeader("Credit Score", "FICO® Score 8")
+scoreProgress = Progress(765, "765 / 850 (Excellent)")
+scoreBadge = Badge("Updated yesterday", "secondary")
+scoreCallout = TextCallout("success", "Great Standing", "Your credit score increased by 12 points since last month.")
+
+billsAndGoal = Card([billsCard, savingsGoalCard], "clear", "row", "m")
+
+billsCard = Card([billsHeader, billsList], "sunk", "column", "s")
+billsHeader = CardHeader("Upcoming Bills", "Due in the next 14 days")
+billsList = ListBlock([bill1, bill2, bill3])
+bill1 = ListItem("Electric Utility", "Due Oct 15 • Auto-pay off", null, "$112.40")
+bill2 = ListItem("Fiber Internet", "Due Oct 18 • Auto-pay on", null, "$79.99")
+bill3 = ListItem("Streaming Service", "Due Oct 22 • Auto-pay on", null, "$14.99")
+
+savingsGoalCard = Card([goalHeader, goalProgress, goalDetails], "sunk", "column", "s")
+goalHeader = CardHeader("Vacation Savings Goal", "Target: $5,000 for Summer Trip")
+goalProgress = Progress(70, "$3,500 saved of $5,000")
+goalDetails = TextCallout("info", "On Track", "You need $250/mo for 6 more months to hit your goal.")
+
+transactions = Card([txHeader, filterSelect, txTable], "card", "column", "m")
+txHeader = CardHeader("Recent Transactions", "Activity across all accounts")
+filterSelect = Select("statement_period", [p1, p2, p3], "Select Statement Period", null, "Sep 1, 2023 - Sep 30, 2023", "medium")
+p1 = SelectItem("sep23", "Sep 1, 2023 - Sep 30, 2023")
+p2 = SelectItem("aug23", "Aug 1, 2023 - Aug 31, 2023")
+p3 = SelectItem("jul23", "Jul 1, 2023 - Jul 31, 2023")
+
+txTable = Table([dateCol, merchantCol, categoryCol, amountCol])
+dateCol = Col("Date", ["Oct 12", "Oct 11", "Oct 09", "Oct 08", "Oct 05"])
+merchantCol = Col("Merchant", ["Whole Foods Market", "Uber Trips", "Aroma Coffee", "Target Stores", "Monthly Payroll"])
+categoryCol = Col("Category", ["Groceries", "Travel", "Dining", "Shopping", "Income"])
+amountCol = Col("Amount", ["-$142.50", "-$24.80", "-$5.75", "-$89.90", "+$2,850.00"])
+
+manageSection = Accordion([transferAccordion, alertAccordion, freezeAccordion, disputeAccordion])
+
+transferAccordion = AccordionItem("transfer_sec", "Move Money Between Accounts", [transferForm])
+transferForm = Form("transfer_form", transferFormButtons, [fromAccount, toAccount, transferAmount])
+fromAccount = FormControl("From Account", fromSelect)
+fromSelect = Select("from_acc", [accChk, accSav], "Select source account")
+accChk = SelectItem("chk", "Everyday Checking (•••• 4821) - $4,250.80")
+accSav = SelectItem("sav", "High Yield Savings (•••• 9032) - $18,500.00")
+toAccount = FormControl("To Account", toSelect)
+toSelect = Select("to_acc", [accSav2, accCrd2], "Select destination account")
+accSav2 = SelectItem("sav", "High Yield Savings (•••• 9032)")
+accCrd2 = SelectItem("crd", "Rewards Credit Card (•••• 1154)")
+transferAmount = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+transferFormButtons = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Submit Transfer", null, "primary")
+
+alertAccordion = AccordionItem("alert_sec", "Manage Alert Triggers", [alertSwitches])
+alertSwitches = SwitchGroup("alert_triggers", [sw1, sw2, sw3, sw4], "card")
+sw1 = SwitchItem("Large Purchases", "Notify me for transactions over $200", "large_tx", true)
+sw2 = SwitchItem("Low Balance Warning", "Notify me when checking falls below $500", "low_bal", true)
+sw3 = SwitchItem("International Activity", "Notify when card is used outside the US", "intl_use", true)
+sw4 = SwitchItem("Monthly Statement Ready", "Send email when new statement posts", "stmt_ready", false)
+
+freezeAccordion = AccordionItem("freeze_sec", "Credit Line Security & Freeze", [freezeCard])
+freezeCard = Card([freezeText, freezeSwitch], "clear", "row", "m", "center", "between")
+freezeText = TextContent("Temporarily lock your Rewards Credit Card (•••• 1154) to prevent new charges.")
+freezeSwitch = SwitchGroup("freeze_group", [freezeToggle], "clear")
+freezeToggle = SwitchItem("Lock Credit Card", "Block all point-of-sale and online transactions", "card_frozen", false)
+
+disputeAccordion = AccordionItem("dispute_sec", "Dispute a Transaction", [disputeForm])
+disputeForm = Form("dispute_form", disputeFormButtons, [disputeSelectField, disputeReasonField, disputeDetailsField])
+disputeSelectField = FormControl("Select Transaction", disputeTxSelect)
+disputeTxSelect = Select("dispute_tx", [dTx1, dTx2, dTx3], "Choose transaction to dispute")
+dTx1 = SelectItem("tx1", "Oct 12 - Whole Foods Market ($142.50)")
+dTx2 = SelectItem("tx2", "Oct 11 - Uber Trips ($24.80)")
+dTx3 = SelectItem("tx3", "Oct 08 - Target Stores ($89.90)")
+disputeReasonField = FormControl("Reason for Dispute", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [r1, r2, r3], "Select reason")
+r1 = SelectItem("unauthorized", "Unauthorized / Suspected Fraud")
+r2 = SelectItem("charged_twice", "Charged Twice for Same Item")
+r3 = SelectItem("incorrect_amount", "Incorrect Amount Charged")
+disputeDetailsField = FormControl("Additional Details", disputeDetailsInput, "Provide any supporting information")
+disputeDetailsInput = TextArea("dispute_notes", "Describe the issue...", 3)
+disputeFormButtons = Buttons([submitDisputeBtn])
+submitDisputeBtn = Button("Submit Dispute Claim", null, "primary")
+
+dialogs = Card([freezeDrawer], "clear", "row", "s")
+freezeDrawer = DrawerBlock("Quick Credit Controls", "Card Management", "Lock card or change PIN instantly", drawerContent)
+drawerContent = TextContent("Use the toggle below to immediately freeze your primary credit card. Upcoming automated recurring charges may be declined while frozen.")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("How do I increase my credit limit?")
+f2 = FollowUpItem("Download my latest statement as PDF")
+f3 = FollowUpItem("Set up automatic transfers to savings")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..c6b09fc99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r3.txt
@@ -0,0 +1,98 @@
+root = Card([header, quickActions, balances, creditScoreSection, spendingAndBills, savingsGoal, transactionsSection, transferSection, managementSection])
+header = CardHeader("Welcome Back, Alex", "Financial Overview & Account Controls")
+quickActions = Buttons([quickTransferBtn, freezeCardBtn, disputeBtn])
+quickTransferBtn = Button("Transfer Funds", null, "primary")
+freezeCardBtn = Button("Freeze Credit Card", null, "secondary")
+disputeBtn = Button("Dispute Transaction", null, "tertiary")
+balances = SectionBlock([checkingSec, savingsSec, creditSec])
+checkingSec = SectionItem("chk", "Checking Account: $5,420.50", [checkingContent])
+checkingContent = TextContent("Account ****4821 | Available: $5,420.50 | APY: 0.05%")
+savingsSec = SectionItem("sav", "High-Yield Savings: $18,250.00", [savingsContent])
+savingsContent = TextContent("Account ****9032 | Available: $18,250.00 | APY: 4.25%")
+creditSec = SectionItem("crd", "Rewards Credit Card: -$1,240.80", [creditContent])
+creditContent = TextContent("Card ****1104 | Current Balance: $1,240.80 | Credit Limit: $10,000.00")
+creditScoreSection = Card([scoreHeader, scoreBadge, scoreProgress], "sunk", "column", "s")
+scoreHeader = CardHeader("FICO® Credit Score", "Updated today")
+scoreBadge = Badge("768 - Excellent", "default")
+scoreProgress = Progress(85, "768 / 850")
+spendingAndBills = Card([spendingCol, billsCol], "clear", "row", "m")
+spendingCol = Card([spendingHeader, categoryChart], "card")
+spendingHeader = CardHeader("Monthly Spending", "Split by category")
+categoryChart = PieChart(["Groceries", "Dining Out", "Utilities", "Shopping", "Entertainment"], [650, 420, 310, 280, 150], "donut")
+billsCol = Card([billsHeader, billsList], "card")
+billsHeader = CardHeader("Upcoming Bills", "Due in the next 14 days")
+billsList = ListBlock([bill1, bill2, bill3])
+bill1 = ListItem("Electric Utility", "Due Oct 15 • $124.50")
+bill2 = ListItem("Internet Service", "Due Oct 18 • $79.99")
+bill3 = ListItem("Car Insurance", "Due Oct 22 • $145.00")
+savingsGoal = Card([goalHeader, goalProgress, goalDetails], "sunk", "column", "s")
+goalHeader = CardHeader("Vacation Savings Goal", "Target: $5,000.00 by Dec 2024")
+goalProgress = Progress(70, "$3,500.00 saved (70%)")
+goalDetails = TextContent("You are on track! $1,500.00 remaining to reach your goal.")
+transactionsSection = Card([txHeader, periodFilter, txList, disputeDrawer], "card", "column", "m")
+txHeader = CardHeader("Recent Transactions", "Search and view history")
+periodFilter = Form("statement-period-form", periodButtons, [periodControl])
+periodControl = FormControl("Statement Period", periodSelect)
+periodSelect = Select("period", [p1, p2, p3], "Select period")
+p1 = SelectItem("sep2024", "September 2024")
+p2 = SelectItem("aug2024", "August 2024")
+p3 = SelectItem("jul2024", "July 2024")
+periodButtons = Buttons([applyPeriodBtn])
+applyPeriodBtn = Button("Filter Period", null, "secondary", "normal", "small")
+txList = Table([merchantCol, dateCol, amountCol])
+merchantCol = Col("Merchant", ["Whole Foods Market", "Tech Gadgets Inc", "Coffee Shop", "Streaming Service", "City Transit"])
+dateCol = Col("Date", ["Oct 10", "Oct 08", "Oct 07", "Oct 05", "Oct 04"])
+amountCol = Col("Amount", ["-$84.20", "-$299.00", "-$5.75", "-$14.99", "-$2.75"])
+disputeDrawer = DrawerBlock("Dispute a Transaction", "Transaction Dispute Request", "Submit details regarding an incorrect or unauthorized charge.", [disputeForm])
+disputeForm = Form("dispute-form", disputeFormBtns, [txSelectControl, reasonControl, detailsControl])
+txSelectControl = FormControl("Select Transaction", txSelect)
+txSelect = Select("disputed_tx", [dtx1, dtx2], "Choose transaction")
+dtx1 = SelectItem("tx1", "Tech Gadgets Inc - $299.00 (Oct 08)")
+dtx2 = SelectItem("tx2", "Whole Foods Market - $84.20 (Oct 10)")
+reasonControl = FormControl("Reason for Dispute", reasonSelect)
+reasonSelect = Select("reason", [r1, r2, r3], "Select reason")
+r1 = SelectItem("unauthorized", "Unauthorized Charge")
+r2 = SelectItem("incorrect_amount", "Incorrect Amount Charged")
+r3 = SelectItem("not_received", "Goods/Services Not Received")
+detailsControl = FormControl("Additional Details", detailsInput)
+detailsInput = TextArea("dispute_notes", "Explain the issue here...", 3)
+disputeFormBtns = Buttons([submitDisputeBtn])
+submitDisputeBtn = Button("Submit Dispute", null, "primary")
+transferSection = Card([transferHeader, transferForm], "card", "column", "m")
+transferHeader = CardHeader("Move Money Between Accounts", "Instant internal transfer")
+transferForm = Form("transfer-form", transferBtns, [fromControl, toControl, amountControl])
+fromControl = FormControl("From Account", fromSelect)
+fromSelect = Select("from_account", [chkOpt, savOpt], "Select source account")
+chkOpt = SelectItem("chk", "Checking (****4821)")
+savOpt = SelectItem("sav", "Savings (****9032)")
+toControl = FormControl("To Account", toSelect)
+toSelect = Select("to_account", [savOpt2, crdOpt], "Select destination account")
+savOpt2 = SelectItem("sav", "Savings (****9032)")
+crdOpt = SelectItem("crd", "Credit Card (****1104)")
+amountControl = FormControl("Transfer Amount ($)", amountInput)
+amountInput = Input("transfer_amount", "0.00", "number")
+transferBtns = Buttons([executeTransferBtn])
+executeTransferBtn = Button("Confirm Transfer", null, "primary")
+managementSection = SectionBlock([freezeSec, alertSec])
+freezeSec = SectionItem("freeze_card", "Credit Line Security Controls", [freezeContent])
+freezeContent = Card([freezeText, freezeSwitchForm], "sunk", "column", "s")
+freezeText = TextContent("Temporarily lock your credit line to prevent new purchases and cash advances.")
+freezeSwitchForm = Form("freeze-form", freezeBtns, [freezeControl])
+freezeControl = FormControl("Card Status", freezeSwitch)
+freezeSwitch = SwitchGroup("credit_freeze", [freezeItem])
+freezeItem = SwitchItem("Freeze Credit Card Line", "Blocks all new credit transactions immediately", "card_frozen", false)
+freezeBtns = Buttons([saveFreezeBtn])
+saveFreezeBtn = Button("Update Card Status", null, "secondary")
+alertSec = SectionItem("manage_alerts", "Notification & Alert Triggers", [alertContent])
+alertContent = Card([alertText, alertForm], "sunk", "column", "s")
+alertText = TextContent("Choose which account activities send real-time notifications.")
+alertForm = Form("alerts-form", alertBtns, [alertGroupControl, alertThresholdControl])
+alertGroupControl = FormControl("Active Alerts", alertGroup)
+alertGroup = CheckBoxGroup("alerts", [a1, a2, a3])
+a1 = CheckBoxItem("Large Transactions", "Notify when a transaction exceeds limit", "alert_large", true)
+a2 = CheckBoxItem("Low Balance Warning", "Notify when checking falls below $500", "alert_low_bal", true)
+a3 = CheckBoxItem("Credit Card Payment Due", "Notify 3 days before payment due date", "alert_due", true)
+alertThresholdControl = FormControl("Large Transaction Threshold ($)", thresholdInput)
+thresholdInput = Input("threshold_amount", "250.00", "number")
+alertBtns = Buttons([saveAlertsBtn])
+saveAlertsBtn = Button("Save Alert Settings", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..9e3c76b2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-bank__r4.txt
@@ -0,0 +1,101 @@
+root = Card([header, mainRow, secondaryRow, disputeSection], "card", "column", "l")
+
+header = CardHeader("Personal Banking Dashboard", "Welcome back, Alex. Here is your financial overview.")
+
+mainRow = Card([balancesCol, spendingCol], "clear", "row", "l", "stretch")
+
+balancesCol = Card([balancesTitle, accountList, transferCard], "sunk", "column", "m")
+balancesTitle = Heading("Your Accounts", "h3")
+accountList = ListBlock([checkingItem, savingsItem, creditItem])
+checkingItem = ListItem("Checking (...4821)", "Available: $4,250.80", null, "View")
+savingsItem = ListItem("High-Yield Savings (...9032)", "Available: $18,420.15", null, "View")
+creditItem = ListItem("Rewards Credit Card (...1104)", "Current Balance: $1,240.50 (Limit: $10,000)", null, "View")
+
+transferCard = Card([transferTitle, transferForm], "card", "column", "s")
+transferTitle = Heading("Move Money", "h4")
+transferForm = Form("transfer_form", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From Account", fromSelect)
+fromSelect = Select("from_account", [fromCheck, fromSave], "Select source")
+fromCheck = SelectItem("checking", "Checking (...4821)")
+fromSave = SelectItem("savings", "Savings (...9032)")
+toField = FormControl("To Account", toSelect)
+toSelect = Select("to_account", [toCheck, toSave, toCredit], "Select destination")
+toCheck = SelectItem("checking", "Checking (...4821)")
+toSave = SelectItem("savings", "Savings (...9032)")
+toCredit = SelectItem("credit", "Credit Card (...1104)")
+amountField = FormControl("Amount ($)", amountInput)
+amountInput = Input("transfer_amount", "0.00", "number")
+transferButtons = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Transfer Funds", null, "primary", "normal", "small")
+
+spendingCol = Card([spendingTitle, spendingChart, vacationProgress, creditScoreCard], "sunk", "column", "m")
+spendingTitle = Heading("Monthly Spending & Goals", "h3")
+spendingChart = PieChart(["Groceries", "Dining Out", "Utilities", "Shopping", "Entertainment"], [650, 420, 280, 350, 150], "donut")
+
+vacationProgress = Card([vacationTitle, vacationBar], "card", "column", "xs")
+vacationTitle = TextContent("Vacation Savings Goal: **$3,200 / $5,000** (64%)", "small-heavy")
+vacationBar = Progress(64, "Vacation Fund")
+
+creditScoreCard = Card([creditScoreHeader, freezeSwitchGroup], "card", "column", "s")
+creditScoreHeader = TextContent("Credit Score: **765** (Excellent) • *Updated yesterday*", "default")
+freezeSwitchGroup = SwitchGroup("freeze_group", [freezeSwitch], "clear")
+freezeSwitch = SwitchItem("Freeze Credit Line", "Prevent new transactions on Credit Card (...1104)", "credit_freeze", false)
+
+secondaryRow = Card([txCol, controlsCol], "clear", "row", "l", "stretch")
+
+txCol = Card([txHeaderRow, txTable], "sunk", "column", "m")
+txHeaderRow = Card([txTitle, periodSelect], "clear", "row", "m", "center", "between")
+txTitle = Heading("Recent Transactions", "h3")
+periodSelect = Select("statement_period", [periodCurrent, periodLast, periodOct], "Current Period", null, null, "small")
+periodCurrent = SelectItem("nov_2023", "Nov 1 - Nov 30 (Current)")
+periodLast = SelectItem("oct_2023", "Oct 1 - Oct 31")
+periodOct = SelectItem("sep_2023", "Sep 1 - Sep 30")
+
+txTable = Table([txDate, txMerchant, txCategory, txAmount])
+txDate = Col("Date", ["Nov 24", "Nov 22", "Nov 20", "Nov 18", "Nov 15"])
+txMerchant = Col("Merchant", ["Whole Foods Market", "Electric Utility Co", "Tech Gadgets Inc", "The Coffee Shop", "Flight Bookers"])
+txCategory = Col("Category", ["Groceries", "Utilities", "Shopping", "Dining Out", "Travel"])
+txAmount = Col("Amount", ["-$142.50", "-$95.20", "-$299.99", "-$12.40", "-$450.00"])
+
+controlsCol = Card([billsSection, alertsSection], "sunk", "column", "m")
+
+billsSection = Card([billsTitle, billsList], "clear", "column", "s")
+billsTitle = Heading("Bills Due Soon", "h3")
+billsList = ListBlock([bill1, bill2])
+bill1 = ListItem("Internet Provider", "Due Nov 28 • $79.99", null, "Pay Now")
+bill2 = ListItem("Car Insurance", "Due Dec 02 • $145.00", null, "Pay Now")
+
+alertsSection = Card([alertsTitle, alertsForm], "card", "column", "s")
+alertsTitle = Heading("Alert Triggers", "h4")
+alertsForm = Form("alerts_form", alertButtons, [thresholdField, alertTypesField])
+thresholdField = FormControl("Large Purchase Alert ($)", thresholdInput, "Notify for transactions over this amount")
+thresholdInput = Input("alert_threshold", "250.00", "number")
+alertTypesField = FormControl("Notify Me For", alertCheckboxes)
+alertCheckboxes = CheckBoxGroup("alert_types", [chkLarge, chkLowBal, chkDue])
+chkLarge = CheckBoxItem("Large Transactions", "Purchases above threshold", "alert_large", true)
+chkLowBal = CheckBoxItem("Low Balance Warning", "Checking drops below $500", "alert_low", true)
+chkDue = CheckBoxItem("Bill Due Reminders", "3 days prior to due date", "alert_due", true)
+alertButtons = Buttons([saveAlertsBtn])
+saveAlertsBtn = Button("Save Preferences", null, "secondary", "normal", "small")
+
+disputeSection = Card([disputeDialog], "clear", "row", "m", "center", "end")
+disputeDialog = DialogBlock("Dispute a Transaction", "Submit a Transaction Dispute", "Select the disputed charge and provide details for our fraud team.", [disputeForm], "outline")
+
+disputeForm = Form("dispute_form", disputeButtons, [txSelectField, reasonField, detailsField])
+txSelectField = FormControl("Select Transaction", disputeTxSelect)
+disputeTxSelect = Select("disputed_tx", [dTx1, dTx2, dTx3], "Choose a recent charge")
+dTx1 = SelectItem("tx_1", "Nov 20 - Tech Gadgets Inc ($299.99)")
+dTx2 = SelectItem("tx_2", "Nov 15 - Flight Bookers ($450.00)")
+dTx3 = SelectItem("tx_3", "Nov 24 - Whole Foods Market ($142.50)")
+
+reasonField = FormControl("Dispute Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [r1, r2, r3], "Select reason")
+r1 = SelectItem("unauthorized", "Unauthorized / Suspected Fraud")
+r2 = SelectItem("incorrect_amount", "Incorrect Amount Charged")
+r3 = SelectItem("not_received", "Goods / Services Not Received")
+
+detailsField = FormControl("Additional Explanation", detailsArea)
+detailsArea = TextArea("dispute_details", "Describe the issue in detail...", 3)
+
+disputeButtons = Buttons([submitDisputeBtn])
+submitDisputeBtn = Button("Submit Dispute Claim", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..7ba6736a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r1.txt
@@ -0,0 +1,126 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("Creator Studio", "Cross-Platform Analytics & Content Hub")
+
+mainGrid = Card([filtersRow, kpiRow, mainContentRow], "clear", "column", "l")
+
+filtersRow = Card([platformFilter, dateBadge], "clear", "row", "m", "center", "between")
+platformFilter = FormControl("Platform Filter", selectPlatform, "Filter all studio metrics by channel")
+selectPlatform = Select("platform_filter", [pAll, pYouTube, pInstagram, pTikTok, pX, pLinkedIn], "All Platforms")
+pAll = SelectItem("all", "All Platforms")
+pYouTube = SelectItem("youtube", "YouTube")
+pInstagram = SelectItem("instagram", "Instagram")
+pTikTok = SelectItem("tiktok", "TikTok")
+pX = SelectItem("x", "X / Twitter")
+pLinkedIn = SelectItem("linkedin", "LinkedIn")
+dateBadge = Badge("Last 30 Days", "outline")
+
+kpiRow = Card([kpi1, kpi2, kpi3, kpi4], "clear", "row", "m")
+
+kpi1 = Card([kpi1Title, kpi1Value, kpi1Growth], "card", "column", "xs")
+kpi1Title = TextContent("Total Followers", "small")
+kpi1Value = Heading("1,248,500", "h2")
+kpi1Growth = Badge("+42,300 (+3.5%) this month", "secondary")
+
+kpi2 = Card([kpi2Title, kpi2Value, kpi2Sub], "card", "column", "xs")
+kpi2Title = TextContent("Avg. Engagement Rate", "small")
+kpi2Value = Heading("5.84%", "h2")
+kpi2Sub = Badge("+0.6% vs last month", "secondary")
+
+kpi3 = Card([kpi3Title, kpi3Value, kpi3Sub], "card", "column", "xs")
+kpi3Title = TextContent("Best Hour to Post", "small")
+kpi3Value = Heading("6:00 PM", "h2")
+kpi3Sub = Badge("Thursdays & Sundays", "outline")
+
+kpi4 = Card([kpi4Title, kpi4Value, kpi4Sub], "card", "column", "xs")
+kpi4Title = TextContent("Earnings This Month", "small")
+kpi4Value = Heading("$14,250.00", "h2")
+kpi4Sub = Badge("82% of monthly goal", "default")
+
+mainContentRow = Tabs([tabOverview, tabPosts, tabCommunity, tabSchedule])
+
+tabOverview = TabItem("overview", "Overview & Analytics", [overviewGrid])
+overviewGrid = Card([audienceSection, bestPostsSection], "clear", "row", "l")
+
+audienceSection = Card([audienceHeader, audienceChart, followerTrend], "card", "column", "m")
+audienceHeader = CardHeader("Audience Split by Platform", "Distribution across connected accounts")
+audienceChart = PieChart(["YouTube", "Instagram", "TikTok", "X / Twitter", "LinkedIn"], [450000, 380000, 260000, 110000, 48500], "donut")
+followerTrend = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [ytSeries, igSeries, ttSeries], "natural", "Week", "Followers")
+ytSeries = Series("YouTube", [438000, 441000, 445000, 450000])
+igSeries = Series("Instagram", [368000, 372000, 375000, 380000])
+ttSeries = Series("TikTok", [242000, 248000, 253000, 260000])
+
+bestPostsSection = Card([bestPostsHeader, bestPostsTable], "card", "column", "m")
+bestPostsHeader = CardHeader("Top Performing Content", "Highest reach posts this month")
+bestPostsTable = Table([colTitle, colPlatform, colReach, colEng])
+colTitle = Col("Post Title / Hook", ["10 AI Tools I Use Daily", "Day in the Life of a Solopreneur", "Why I Switched to Neovim", "How to Scale Content in 2025"])
+colPlatform = Col("Platform", ["YouTube", "Instagram Reel", "YouTube", "LinkedIn"])
+colReach = Col("Reach / Views", ["482,000", "310,000", "215,000", "128,000"])
+colEng = Col("Engagement", ["8.4%", "7.1%", "6.2%", "5.5%"])
+
+tabPosts = TabItem("scheduled", "Scheduled Content", [scheduledGrid])
+scheduledGrid = Card([scheduledSection, scheduleFormCard], "clear", "row", "l")
+
+scheduledSection = Card([scheduledHeader, scheduledList], "card", "column", "m")
+scheduledHeader = CardHeader("Posts Scheduled This Week", "4 posts queued for publishing")
+scheduledList = ListBlock([schedItem1, schedItem2, schedItem3, schedItem4])
+schedItem1 = ListItem("2025 Desk Setup Tour & Gear List", "Thu, Oct 24 • 6:00 PM • YouTube", ["https://picsum.photos/seed/setup/200/200"], "Edit")
+schedItem2 = ListItem("5 Tips for Better Reel Transitions", "Fri, Oct 25 • 5:30 PM • Instagram", ["https://picsum.photos/seed/reels/200/200"], "Edit")
+schedItem3 = ListItem("The Future of Remote Work Tech", "Sat, Oct 26 • 10:00 AM • LinkedIn", ["https://picsum.photos/seed/office/200/200"], "Edit")
+schedItem4 = ListItem("Quick Python Automation Trick #12", "Sun, Oct 27 • 6:00 PM • TikTok", ["https://picsum.photos/seed/code/200/200"], "Edit")
+
+scheduleFormCard = Card([scheduleFormHeader, scheduleForm], "card", "column", "m")
+scheduleFormHeader = CardHeader("Schedule New Post", "Cross-post or target a specific channel")
+scheduleForm = Form("schedule_post_form", formBtns, [platformControl, captionControl, dateTimeControl, mediaControl])
+platformControl = FormControl("Target Platform", platformSelect)
+platformSelect = Select("target_platform", [spYT, spIG, spTT, spX, spLN], "Select platform")
+spYT = SelectItem("youtube", "YouTube")
+spIG = SelectItem("instagram", "Instagram")
+spTT = SelectItem("tiktok", "TikTok")
+spX = SelectItem("x", "X / Twitter")
+spLN = SelectItem("linkedin", "LinkedIn")
+
+captionControl = FormControl("Caption / Description", captionArea, "Include hashtags and tags")
+captionArea = TextArea("caption", "Write your post caption here...", 4)
+
+dateTimeControl = FormControl("Publish Date & Time", dateTimePicker, "Best suggested time: Today at 6:00 PM")
+dateTimePicker = DatePicker("publish_time", "single")
+
+mediaControl = FormControl("Attach Media", mediaInput)
+mediaInput = Input("media_url", "https://example.com/video.mp4 or upload URL")
+
+formBtns = Buttons([submitScheduleBtn, draftBtn])
+submitScheduleBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "tertiary")
+
+tabCommunity = TabItem("community", "Inbox & Collabs", [communityGrid])
+communityGrid = Card([commentsSection, collabsSection], "clear", "row", "l")
+
+commentsSection = Card([commentsHeader, commentsCallout, commentsList], "card", "column", "m")
+commentsHeader = CardHeader("Comments Awaiting Reply", "12 priority comments across channels")
+commentsCallout = TextCallout("info", "Quick Replies Enabled", "Responding within 1 hour boosts algorithmic reach by ~14%.")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("Alex Chen on YouTube", "What camera lens did you use for the opening shot? Looks super clean!", ["https://picsum.photos/seed/avatar1/100/100"], "Reply")
+comment2 = ListItem("Sarah Jenkins on Instagram", "Can you share the link to that productivity template from your story?", ["https://picsum.photos/seed/avatar2/100/100"], "Reply")
+comment3 = ListItem("Devon Tech on TikTok", "Does this setup work on Linux or MacOS only?", ["https://picsum.photos/seed/avatar3/100/100"], "Reply")
+
+collabsSection = Card([collabsHeader, collabRequestsList], "card", "column", "m")
+collabsHeader = CardHeader("Pending Collaboration Requests", "Brand deals & creator partner inquiries")
+collabRequestsList = ListBlock([collab1, collab2, collab3])
+collab1 = ListItem("TechGear Pro • $3,500 Budget", "Dedicated video review for new ergonomic keyboard launch. Deadline: Nov 15.", ["https://picsum.photos/seed/brand1/100/100"], "Review Request")
+collab2 = ListItem("SaaSFlow App • $1,800 Budget", "60-second Instagram Reel + Story mention for AI workflow tool.", ["https://picsum.photos/seed/brand2/100/100"], "Review Request")
+collab3 = ListItem("Creator Podcast Podcast • Guest Invite", "Cross-interview on building a 7-figure solo media business.", ["https://picsum.photos/seed/brand3/100/100"], "Review Request")
+
+tabSchedule = TabItem("monetization", "Earnings Breakdown", [earningsGrid])
+earningsGrid = Card([earningsHeader, earningsChart, payoutTable], "card", "column", "m")
+earningsHeader = CardHeader("Monthly Revenue Streams", "Detailed breakdown for October")
+earningsChart = BarChart(["YouTube AdSense", "Sponsorships", "Affillate Links", "Digital Products", "Memberships"], [earningsSeries], "grouped", "Revenue Source", "USD ($)")
+earningsSeries = Series("Amount ($)", [5400, 5300, 1850, 1200, 500])
+payoutTable = Table([pSource, pStatus, pAmount])
+pSource = Col("Source", ["TechGear Pro Sponsorship", "YouTube AdSense Direct", "Amazon Affiliate Program", "Gumroad Digital Shop"])
+pStatus = Col("Status", ["Pending Clearance", "Paid (Oct 21)", "Paid (Oct 15)", "Processing"])
+pAmount = Col("Payout", ["$3,500.00", "$5,400.00", "$1,850.00", "$1,200.00"])
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Draft a caption for my YouTube video")
+fu2 = FollowUpItem("Show analytics filtered for Instagram only")
+fu3 = FollowUpItem("Export monthly earnings report as PDF")
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..c67f31bc5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r2.txt
@@ -0,0 +1,80 @@
+root = Card([header, filterSection, calloutsSection, kpiGrid, analyticsTabs, contentSection, engagementGrid, scheduleForm, followUp], "card", "column", "l")
+
+header = CardHeader("Creator Studio", "Cross-Platform Performance & Content Manager")
+
+filterSection = Card([filterLabel, platformSelect], "sunk", "row", "m", "center")
+filterLabel = TextContent("Filter View:", "small-heavy")
+platformSelect = Select("platform_filter", [pAll, pYouTube, pInstagram, pTikTok, pTwitter], "Select Platform")
+pAll = SelectItem("all", "All Platforms (Unified)")
+pYouTube = SelectItem("yt", "YouTube")
+pInstagram = SelectItem("ig", "Instagram")
+pTikTok = SelectItem("tt", "TikTok")
+pTwitter = SelectItem("tw", "X (Twitter)")
+
+calloutsSection = Card([bestTimeCallout, collabCallout], "clear", "row", "m")
+bestTimeCallout = TextCallout("info", "Best Hour to Post", "Based on historical engagement, your optimal posting time is Thursdays at 6:00 PM EST (3.4x avg reach).")
+collabCallout = TextCallout("warning", "Pending Collaborations (2)", "TechBrand Co ($2,500 - Dedicated Video) and GlowUp Beauty ($800 - Reel Sponsor) are awaiting your approval.")
+
+kpiGrid = Card([totalFollowersCard, engagementCard, earningsCard], "clear", "row", "m")
+
+totalFollowersCard = Card([followersHeader, followersProgress], "sunk", "column", "s")
+followersHeader = CardHeader("1,245,000", "Total Followers (+48.2k this month)")
+followersProgress = Progress(78, "+4.03% monthly growth rate")
+
+engagementCard = Card([engagementHeader, engagementBadge], "sunk", "column", "s")
+engagementHeader = CardHeader("5.8%", "Avg. Engagement Rate")
+engagementBadge = Badge("+1.2% vs industry avg", "secondary")
+
+earningsCard = Card([earningsHeader, earningsBadge], "sunk", "column", "s")
+earningsHeader = CardHeader("$14,850.00", "Earnings This Month")
+earningsBadge = Badge("On track for $18k goal", "default")
+
+analyticsTabs = Tabs([bestPostsTab, audienceTab])
+
+bestPostsTab = TabItem("best_posts", "Best Posts This Month", [bestPostsTable])
+bestPostsTable = Table([colPostTitle, colPlatform, colReach, colEngagement])
+colPostTitle = Col("Post Title / Description", ["10 Tech Upgrades Under $50", "Day in the Life of a Creator", "Ultimate Desk Setup 2025", "Why I Changed My Workflow"])
+colPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "X (Twitter)"])
+colReach = Col("Reach / Views", ["450,000", "320,000", "185,000", "94,000"])
+colEngagement = Col("Engagement", ["8.4%", "6.2%", "5.1%", "4.3%"])
+
+audienceTab = TabItem("audience_split", "Audience Split by Platform", [audiencePieChart])
+audiencePieChart = PieChart(["YouTube", "TikTok", "Instagram", "X (Twitter)"], [520000, 380000, 225000, 120000], "donut")
+
+contentSection = Card([scheduledSection], "clear", "column", "m")
+scheduledSection = SectionBlock([scheduledItem], false)
+scheduledItem = SectionItem("sec_scheduled", "Scheduled Posts This Week (4)", [scheduledList])
+scheduledList = ListBlock([sched1, sched2, sched3, sched4])
+sched1 = ListItem("AI Workflow Deep Dive", "YouTube • Tomorrow at 10:00 AM", null, "Edit")
+sched2 = ListItem("Minimalist Studio Tour Shorts", "TikTok • Thu at 6:00 PM (Best Hour)", null, "Edit")
+sched3 = ListItem("Desk Setup Carousel", "Instagram • Fri at 4:00 PM", null, "Edit")
+sched4 = ListItem("Weekly Tech Thread", "X (Twitter) • Sat at 11:00 AM", null, "Edit")
+
+engagementGrid = Card([commentsCard], "clear", "column", "m")
+commentsCard = Card([commentsHeader, commentsList], "sunk", "column", "s")
+commentsHeader = CardHeader("Comments Waiting for Reply (3)", "Recent interactions across channels")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("Alex M.: What mic arm are you using in the setup video?", "YouTube • 12m ago", null, "Reply")
+comment2 = ListItem("Sarah_Tech: Is the laptop stand sturdy enough for a 16-inch?", "Instagram • 45m ago", null, "Reply")
+comment3 = ListItem("DevGuy: Loved the workflow tips, can you share your Notion template?", "X (Twitter) • 2h ago", null, "Reply")
+
+scheduleForm = Form("schedule_post_form", formButtons, [captionControl, platformControl, dateTimeControl])
+captionControl = FormControl("Post Caption / Description", captionInput, "Write your post copy or video description here.")
+captionInput = TextArea("caption", "Excited to share my top studio upgrades for 2025! What's your favorite piece of gear? 👇", 3)
+platformControl = FormControl("Target Platform", platformSelectForm)
+platformSelectForm = Select("target_platform", [spYT, spIG, spTT, spTW], "Select Platform")
+spYT = SelectItem("yt", "YouTube")
+spIG = SelectItem("ig", "Instagram")
+spTT = SelectItem("tt", "TikTok")
+spTW = SelectItem("tw", "X (Twitter)")
+dateTimeControl = FormControl("Publish Date & Time", dateTimeInput, "Recommended: Thursday at 6:00 PM EST")
+dateTimeInput = Input("publish_time", "2025-03-20T18:00", "text")
+
+formButtons = Buttons([submitPostBtn, draftBtn])
+submitPostBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "secondary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed earnings breakdown by sponsor")
+f2 = FollowUpItem("Review pending collaboration requests")
+f3 = FollowUpItem("Optimize posting schedule for TikTok")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..55c06fbf8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r3.txt
@@ -0,0 +1,113 @@
+root = Card([header, mainCallout, platformFilter, kpiRow1, kpiRow2, mainGrid, formSection, followUp], "sunk", "column", "l")
+
+header = CardHeader("Creator Studio Hub", "Cross-Platform Analytics & Management Dashboard")
+
+mainCallout = Callout("info", "Peak Engagement Alert", "Your best time to post across platforms is today at 6:00 PM EST. You have 3 pending collab requests waiting for review.")
+
+platformFilter = Tabs([tabAll, tabYT, tabIG, tabTT, tabX])
+tabAll = TabItem("all", "All Platforms", [filterDescAll])
+tabYT = TabItem("yt", "YouTube", [filterDescYT])
+tabIG = TabItem("ig", "Instagram", [filterDescIG])
+tabTT = TabItem("tt", "TikTok", [filterDescTT])
+tabX = TabItem("x", "X / Twitter", [filterDescX])
+
+filterDescAll = TextContent("Showing aggregated cross-platform studio insights.")
+filterDescYT = TextContent("Filtered view: YouTube Channel performance and metrics.")
+filterDescIG = TextContent("Filtered view: Instagram Account performance and metrics.")
+filterDescTT = TextContent("Filtered view: TikTok Profile performance and metrics.")
+filterDescX = TextContent("Filtered view: X / Twitter handle performance and metrics.")
+
+kpiRow1 = Card([kpiFollowers, kpiEngagement, kpiEarnings, kpiBestHour], "clear", "row", "m", "stretch", "between", true)
+
+kpiFollowers = Card([fVal, fLabel, fBadge], "card", "column", "xs")
+fVal = Heading("1,248,500", "h2")
+fLabel = TextContent("Total Followers")
+fBadge = Badge("+42.5k (+3.5%) this month", "secondary")
+
+kpiEngagement = Card([eVal, eLabel, eBadge], "card", "column", "xs")
+eVal = Heading("5.8%", "h2")
+eLabel = TextContent("Avg. Engagement Rate")
+eBadge = Badge("+0.6% vs last month", "secondary")
+
+kpiEarnings = Card([revVal, revLabel, revBadge], "card", "column", "xs")
+revVal = Heading("$14,250", "h2")
+revLabel = TextContent("Monthly Earnings")
+revBadge = Badge("Payout on 1st", "outline")
+
+kpiBestHour = Card([hVal, hLabel, hBadge], "card", "column", "xs")
+hVal = Heading("6:00 PM", "h2")
+hLabel = TextContent("Best Hour to Post")
+hBadge = Badge("Based on 90-day history", "default")
+
+kpiRow2 = Card([growthTrend, audienceSplit], "clear", "row", "m", "stretch", "between", true)
+
+growthTrend = Card([growthHeader, growthChart], "card", "column", "m")
+growthHeader = CardHeader("Follower Growth Trend", "Past 30 days trajectory across platforms")
+growthChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [ytSeries, igSeries, ttSeries], "natural", "Timeline", "Followers")
+ytSeries = Series("YouTube", [410000, 415000, 421000, 428000])
+igSeries = Series("Instagram", [500000, 506000, 512000, 520000])
+ttSeries = Series("TikTok", [280000, 289000, 294000, 300500])
+
+audienceSplit = Card([audHeader, audChart], "card", "column", "m")
+audHeader = CardHeader("Audience Split", "Follower distribution by platform")
+audChart = PieChart(["Instagram", "YouTube", "TikTok", "X / Twitter"], [520000, 428000, 300500, 100000], "donut")
+
+mainGrid = Accordion([secBestPosts, secScheduled, secComments, secCollabs])
+
+secBestPosts = AccordionItem("best-posts", "🔥 Top Performing Posts This Month", [postsTable])
+postsTable = Table([colPostTitle, colPlatform, colReach, colLikes, colEng])
+colPostTitle = Col("Post Title / Content", ["Building a $10k/mo Tech Stack", "10 Desk Setup Upgrades Under $50", "Day in the Life of a Solopreneur", "Why I switched to Rust in 2025"])
+colPlatform = Col("Platform", ["YouTube", "Instagram", "TikTok", "X / Twitter"])
+colReach = Col("Total Reach", ["342,000", "215,000", "189,400", "94,200"])
+colLikes = Col("Likes", ["28,400", "18,200", "22,100", "5,400"])
+colEng = Col("Eng. Rate", ["8.2%", "6.5%", "9.1%", "4.3%"])
+
+secScheduled = AccordionItem("scheduled", "📅 Posts Scheduled This Week", [schedList])
+schedList = ListBlock([schedItem1, schedItem2, schedItem3])
+schedItem1 = ListItem("YouTube Video: Studio Vlog Ep. 4", "Scheduled for Thursday, 6:00 PM EST • Status: Processing")
+schedItem2 = ListItem("Instagram Reel: Top 3 Productivity Apps", "Scheduled for Friday, 12:30 PM EST • Status: Ready")
+schedItem3 = ListItem("TikTok: Mechanical Keyboard Sound Test", "Scheduled for Saturday, 5:00 PM EST • Status: Draft Ready")
+
+secComments = AccordionItem("comments", "💬 Comments Waiting for Reply (12)", [commentsList])
+commentsList = ListBlock([commItem1, commItem2, commItem3], "image")
+commItem1 = ListItem("Alex Rivers (YouTube)", "Great video! What microphone are you using for voiceovers?", null, "Reply")
+commItem2 = ListItem("Elena Rostova (Instagram)", "Where did you get that desk mat from? Need one asap!", null, "Reply")
+commItem3 = ListItem("DevGuru (X / Twitter)", "Interesting take on Rust! Did you consider Go for this use case?", null, "Reply")
+
+secCollabs = AccordionItem("collabs", "🤝 Pending Collaboration Requests (3)", [collabTable])
+collabTable = Table([colBrand, colType, colBudget, colDeadline, colStatus])
+colBrand = Col("Brand / Sponsor", ["Keychron Keyboards", "Notion", "CleanShot X"])
+colType = Col("Deliverable", ["1x Dedicated Reel", "1x Sponsor Segment", "1x X Thread"])
+colBudget = Col("Offered Budget", ["$2,500", "$4,000", "$1,200"])
+colDeadline = Col("Proposed Date", ["Next Month", "End of Quarter", "ASAP"])
+colStatus = Col("Action", ["Review Offer", "Review Offer", "Review Offer"])
+
+formSection = Card([formHeader, scheduleForm], "card", "column", "m")
+formHeader = CardHeader("Schedule New Post", "Draft and queue content for automatic publishing")
+
+scheduleForm = Form("schedule-post-form", formButtons, [formPlatform, formCaption, formDateTime, formMedia])
+
+formPlatform = FormControl("Target Platform", platformSelect)
+platformSelect = Select("platform", [optYT, optIG, optTT, optX], "Choose platform")
+optYT = SelectItem("yt", "YouTube")
+optIG = SelectItem("ig", "Instagram")
+optTT = SelectItem("tt", "TikTok")
+optX = SelectItem("x", "X / Twitter")
+
+formCaption = FormControl("Post Caption & Hashtags", captionInput, "Include relevant tags for better organic reach")
+captionInput = TextArea("caption", "Write your caption here...", 4)
+
+formDateTime = FormControl("Publish Date & Time", dateInput, "Recommended best hour: 6:00 PM EST")
+dateInput = DatePicker("publish_date", "single")
+
+formMedia = FormControl("Attach Media File", mediaInput)
+mediaInput = Input("media_url", "Paste video/image cloud URL or upload link", "url")
+
+formButtons = Buttons([btnSubmit, btnDraft])
+btnSubmit = Button("Schedule Post", null, "primary")
+btnDraft = Button("Save as Draft", null, "secondary")
+
+followUp = FollowUpBlock([fUp1, fUp2, fUp3])
+fUp1 = FollowUpItem("Show analytics breakdown for Instagram only")
+fUp2 = FollowUpItem("Generate a caption using AI for my next post")
+fUp3 = FollowUpItem("Export monthly earnings tax report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..12865b620
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-creator__r4.txt
@@ -0,0 +1,76 @@
+root = Card([header, filterSection, overviewSection, chartsSection, postsAndScheduleSection, inboxAndCollabsSection, composeSection], "card", "column", "l")
+
+header = CardHeader("Creator Studio", "Cross-Platform Analytics & Management")
+
+filterSection = Card([filterLabel, filterButtons], "clear", "row", "m", "center", "between")
+filterLabel = TextContent("Filter View:", "small-heavy")
+filterButtons = Buttons([allFilter, ytFilter, igFilter, ttFilter, xFilter])
+allFilter = Button("All Platforms", null, "primary", "normal", "small")
+ytFilter = Button("YouTube", null, "secondary", "normal", "small")
+igFilter = Button("Instagram", null, "secondary", "normal", "small")
+ttFilter = Button("TikTok", null, "secondary", "normal", "small")
+xFilter = Button("X (Twitter)", null, "secondary", "normal", "small")
+
+overviewSection = Card([followersCallout, kpiTable], "sunk", "row", "m", "center")
+followersCallout = TextCallout("success", "1,245,800 Total Followers", "+45,200 (+3.77%) past 30 days across all accounts")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiTrendCol])
+kpiMetricCol = Col("Metric", ["Engagement Rate", "Earnings (This Month)", "Best Posting Hour"])
+kpiValueCol = Col("Current Value", ["5.8%", "$12,450.00", "6:00 PM EST"])
+kpiTrendCol = Col("Benchmark / Notes", ["+0.6% vs last month", "+18% MoM (AdSense + Deals)", "Tuesdays & Thursdays"])
+
+chartsSection = Card([bestPostsCard, audienceCard], "clear", "row", "l")
+
+bestPostsCard = Card([bestPostsHeader, bestPostsTable], "card", "column", "m")
+bestPostsHeader = Heading("Top Performing Posts (This Month)", "h3")
+bestPostsTable = Table([postTitleCol, postPlatformCol, postReachCol, postEngCol])
+postTitleCol = Col("Post Title / Hook", ["10 AI Tools You Need in 2025", "Day in the Life of a Creator", "Setup Tour 2025 (Desk Edition)", "How I Scale Content Output"])
+postPlatformCol = Col("Platform", ["YouTube", "Instagram", "TikTok", "YouTube"])
+postReachCol = Col("Reach / Views", ["485,000", "312,000", "290,000", "185,000"])
+postEngCol = Col("Engagement", ["8.4%", "6.2%", "7.1%", "5.9%"])
+
+audienceCard = Card([audienceHeader, audienceChart], "card", "column", "m")
+audienceHeader = Heading("Audience Split by Platform", "h3")
+audienceChart = PieChart(["YouTube", "Instagram", "TikTok", "X (Twitter)"], [520000, 380000, 245000, 100800], "donut", "circular")
+
+postsAndScheduleSection = Card([scheduledCard, bestTimeCallout], "sunk", "column", "m")
+scheduledCard = Card([scheduledHeader, scheduledList], "clear", "column", "s")
+scheduledHeader = Heading("Scheduled Posts (This Week)", "h3")
+scheduledList = ListBlock([schedItem1, schedItem2, schedItem3])
+schedItem1 = ListItem("YouTube Shorts: Weekly Tech Digest", "Scheduled: Thu, Oct 24 @ 6:00 PM EST • Draft Ready")
+schedItem2 = ListItem("Instagram Reel: Morning Editing Routine", "Scheduled: Fri, Oct 25 @ 6:00 PM EST • Assets Uploaded")
+schedItem3 = ListItem("TikTok: 3 Creator Productivity Hacks", "Scheduled: Sat, Oct 26 @ 2:00 PM EST • Pending Review")
+bestTimeCallout = Callout("info", "Optimal Schedule Tip", "Based on 90 days of audience activity, posting at 6:00 PM EST yields 24% higher reach in the first 2 hours.")
+
+inboxAndCollabsSection = Card([commentsCard, collabsCard], "clear", "row", "l")
+
+commentsCard = Card([commentsHeader, commentsList, replyActionGroup], "card", "column", "m")
+commentsHeader = Heading("Comments Awaiting Reply (4)", "h3")
+commentsList = ListBlock([commentItem1, commentItem2, commentItem3])
+commentItem1 = ListItem("TechEnthusiast_99 (YouTube)", "\"What camera lens did you use for the opening shot?\"")
+commentItem2 = ListItem("sarah_design (Instagram)", "\"Would love to know which color preset this is!\"")
+commentItem3 = ListItem("code_master (TikTok)", "\"Can you do a part 2 on the workflow setup?\"")
+replyActionGroup = Buttons([openInboxBtn])
+openInboxBtn = Button("Open Full Comment Inbox", null, "secondary", "normal", "small")
+
+collabsCard = Card([collabsHeader, collabsList], "card", "column", "m")
+collabsHeader = Heading("Pending Collaboration Requests (2)", "h3")
+collabsList = ListBlock([collabItem1, collabItem2])
+collabItem1 = ListItem("NordVPN — Dedicated Video Sponsorship", "Budget: $4,500 • Deliverable: 60s integration • Status: Contract Sent")
+collabItem2 = ListItem("Notion — Creator Showcase Series", "Budget: $2,800 • Deliverable: 1 IG Reel + 1 Story • Status: Needs Approval")
+
+composeSection = Card([composeHeader, scheduleForm], "card", "column", "m")
+composeHeader = Heading("Schedule a New Post", "h2")
+scheduleForm = Form("schedule_post_form", formButtons, [platformControl, captionControl, timeControl])
+platformControl = FormControl("Target Platform", platformSelect)
+platformSelect = Select("platform", [optYT, optIG, optTT, optX], "Select platform...")
+optYT = SelectItem("yt", "YouTube")
+optIG = SelectItem("ig", "Instagram")
+optTT = SelectItem("tt", "TikTok")
+optX = SelectItem("x", "X (Twitter)")
+captionControl = FormControl("Post Caption & Hashtags", captionTextArea, "Include relevant tags and links")
+captionTextArea = TextArea("caption", "Write your post caption here...", 3)
+timeControl = FormControl("Publish Date & Time", timeInput, "Choose your target publish timestamp")
+timeInput = Input("publish_time", "e.g., 2025-10-24 18:00 EST", "text")
+formButtons = Buttons([scheduleSubmitBtn, draftBtn])
+scheduleSubmitBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..e73da23c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r1.txt
@@ -0,0 +1,136 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("Hospital Operations Command Center", "Real-time facility status, capacity tracking, and operational workflows")
+
+mainGrid = Card([topCallouts, layoutTabs, separator, interactiveSection], "clear", "column", "l")
+
+topCallouts = Card([criticalAlert, lowSuppliesAlert], "clear", "row", "m")
+criticalAlert = Alert("Critical Patient Alerts (3)", "ICU Unit 2: Patient #8942 instability; Room 402: Cardiac monitoring alert; ER Bay 4: Anaphylaxis protocol active.", "destructive")
+lowSuppliesAlert = Callout("warning", "Supply Level Warning", "PPE Kits (12% remaining), N95 Masks (15% remaining), and IV Saline Bags (8% remaining) require urgent restocking.")
+
+layoutTabs = Tabs([overviewTab, staffTab, scheduleTab, incidentTab])
+
+overviewTab = TabItem("overview", "Overview & Capacity", [overviewContent])
+overviewContent = Card([kpiRow, chartRow, patientListsRow], "clear", "column", "l")
+
+kpiRow = Card([bedMetric, erWaitMetric, dischargeMetric], "clear", "row", "m")
+bedMetric = Card([bedHeader, bedProgress], "sunk", "column", "s")
+bedHeader = CardHeader("Bed Occupancy", "88% Overall Capacity")
+bedProgress = Progress(88, "352 / 400 Beds Occupied")
+
+erWaitMetric = Card([erWaitHeader, erWaitText], "sunk", "column", "s")
+erWaitHeader = CardHeader("Current ER Wait Time", "14 Patients In Queue")
+erWaitText = TextContent("**42 mins** average wait time\n\nTriage Level 1: 0m | Level 2: 12m | Level 3: 45m", "default")
+
+dischargeMetric = Card([dischargeHeader, dischargeList], "sunk", "column", "s")
+dischargeHeader = CardHeader("Patients Ready for Discharge", "12 Pending Clearances")
+dischargeList = ListBlock([discharge1, discharge2, discharge3])
+discharge1 = ListItem("Robert Chen - Rm 304", "Cardiology - Awaiting Transport", null, "Approve")
+discharge2 = ListItem("Maria Garcia - Rm 212", "Orthopedics - Scripts Ready", null, "Approve")
+discharge3 = ListItem("James Wilson - Rm 508", "General Surgery - Final Check", null, "Approve")
+
+chartRow = Card([admissionsChart, deptChart], "clear", "row", "m")
+admissionsChart = LineChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [admSeries, disSeries], "natural", "Past 14 Days", "Patient Count")
+admSeries = Series("Admissions", [42, 38, 45, 50, 48, 52, 60, 58, 44, 49, 53, 55, 62, 59])
+disSeries = Series("Discharges", [38, 40, 41, 46, 45, 49, 54, 50, 42, 47, 50, 51, 58, 54])
+
+deptChart = HorizontalBarChart(["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "General Surgery"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Current Patients", [65, 28, 45, 38, 22, 54])
+
+patientListsRow = Card([criticalTable, suppliesTable], "clear", "row", "m")
+criticalTable = Card([critTitle, critData], "sunk", "column", "s")
+critTitle = CardHeader("Critical Patients Needing Immediate Attention")
+critData = Table([critBed, critName, critCond, critVitals])
+critBed = Col("Bed / Room", ["ICU-02", "ICU-05", "ER-BAY-04"])
+critName = Col("Patient", ["A. Vance (#8942)", "D. Miller (#3310)", "E. Watson (#9102)"])
+critCond = Col("Condition / Alert", ["Sepsis Watch / HR Spike", "Post-Op Cardiac Arrest Risk", "Acute Anaphylactic Shock"])
+critVitals = Col("Vitals Status", ["BP 85/55 - Critical", "HR 135 - Unstable", "SpO2 88% - Oxygen High"])
+
+suppliesTable = Card([suppliesTitle, suppliesData], "sunk", "column", "s")
+suppliesTitle = CardHeader("Inventory Alert: Low Supplies")
+suppliesData = Table([supItem, supStock, supStatus, supAction])
+supItem = Col("Supply Item", ["IV Saline Bags (1000ml)", "PPE Kit - Size L", "N95 Respirators", "Surgical Gloves M"])
+supStock = Col("Stock Level", ["45 units", "85 units", "120 units", "210 units"])
+supStatus = Col("Threshold Status", ["8% - CRITICAL", "12% - LOW", "15% - LOW", "18% - WARNING"])
+supAction = Col("Action", ["Restock Ordered", "Order Pending", "Order Pending", "Sufficient"])
+
+staffTab = TabItem("staff", "Staffing & Shift Roster", [staffContent])
+staffContent = Card([staffHeader, staffTable], "sunk", "column", "m")
+staffHeader = CardHeader("Current Shift On-Duty Staff", "Shift A: 07:00 - 19:00")
+staffTable = Table([staffName, staffRole, staffDept, staffStatus])
+staffName = Col("Staff Member", ["Dr. Sarah Jenkins", "Dr. Marcus Vance", "Nurse Elena Rostova", "Nurse David Kim", "Dr. Aris Thorne", "Tech Rachel Adams"])
+staffRole = Col("Role / Designation", ["Attending Physician", "Chief Surgeon", "Head Nurse", "Triage Nurse", "Anesthesiologist", "Radiology Tech"])
+staffDept = Col("Department", ["Emergency", "General Surgery", "ICU", "Emergency", "Operating Rooms", "Diagnostic Imaging"])
+staffStatus = Col("Status", ["On Floor", "In OR 2", "On Floor", "On Floor", "In OR 2", "On Call"])
+
+scheduleTab = TabItem("schedule", "OR Bookings & Schedule", [orContent])
+orContent = Card([orHeader, orTable], "sunk", "column", "m")
+orHeader = CardHeader("Today's Operating Room Schedule", "6 Operating Suites Active")
+orTable = Table([orRoom, orProc, orSurgeon, orTime, orStatus])
+orRoom = Col("Suite", ["OR 1", "OR 2", "OR 3", "OR 4", "OR 5"])
+orProc = Col("Procedure", ["Coronary Artery Bypass", "Total Hip Arthroplasty", "Emergency Appendectomy", "Lumbar Microdiscectomy", "Cholecystectomy"])
+orSurgeon = Col("Surgeon", ["Dr. L. Harrison", "Dr. M. Vance", "Dr. C. Patel", "Dr. K. Novak", "Dr. S. Ray"])
+orTime = Col("Scheduled Time", ["08:00 - 12:00", "09:30 - 12:30", "11:00 - 13:00", "13:30 - 16:00", "14:00 - 15:30"])
+orStatus = Col("Status", ["In Progress", "In Progress", "Prep / Waiting", "Scheduled", "Scheduled"])
+
+incidentTab = TabItem("incident", "Incident Reporting Log", [incidentContent])
+incidentContent = Card([incidentHeader, incidentTable], "sunk", "column", "m")
+incidentHeader = CardHeader("Recent Logged Operational Incidents")
+incidentTable = Table([incId, incTime, incCat, incDesc, incSev])
+incId = Col("Incident ID", ["INC-402", "INC-401", "INC-399"])
+incTime = Col("Time Logged", ["10:15 AM", "08:40 AM", "Yesterday"])
+incCat = Col("Category", ["Equipment", "Medication Delay", "Facility"])
+incDesc = Col("Summary", ["Telemetry Monitor display flicker in ICU-04", "Pharmacy delivery delayed by 25 mins", "Water leakage near East Wing Elevator 2"])
+incSev = Col("Severity", ["Moderate", "Minor", "Minor"])
+
+separator = Separator("horizontal")
+
+interactiveSection = Card([sectionHeader, controlsGrid], "sunk", "column", "m")
+sectionHeader = CardHeader("Command Actions & Operational Controls", "Perform administrative requests and view historical records")
+
+controlsGrid = Card([dateCard, transferCard, incidentCard], "clear", "row", "m")
+
+dateCard = Card([dateTitle, datePickerControl, dateButtons], "card", "column", "s")
+dateTitle = CardHeader("Change Operational Date", "View past or future logs")
+datePickerControl = DatePicker("view_date", "single")
+dateButtons = Buttons([applyDateBtn])
+applyDateBtn = Button("Load Date View", null, "secondary")
+
+transferCard = Card([transferTitle, transferForm], "card", "column", "s")
+transferTitle = CardHeader("Request Patient Transfer")
+transferForm = Form("patient_transfer", transferButtons, [patientIdControl, targetDeptControl, reasonControl])
+patientIdControl = FormControl("Patient ID / Name", patientInput)
+patientInput = Input("patient_id", "e.g. #8942 or John Doe")
+targetDeptControl = FormControl("Target Department", targetDeptSelect)
+targetDeptSelect = Select("target_dept", [deptICU, deptCard, deptOrtho, deptGeneral], "Select Department")
+deptICU = SelectItem("icu", "Intensive Care Unit (ICU)")
+deptCard = SelectItem("cardiology", "Cardiology")
+deptOrtho = SelectItem("orthopedics", "Orthopedics")
+deptGeneral = SelectItem("general", "General Ward")
+reasonControl = FormControl("Reason for Transfer", reasonInput)
+reasonInput = TextArea("transfer_reason", "Medical condition change, step-down, etc.", 2)
+transferButtons = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Submit Transfer Request", null, "primary")
+
+incidentCard = Card([incReportTitle, incReportForm], "card", "column", "s")
+incReportTitle = CardHeader("File Operational Incident")
+incReportForm = Form("file_incident", incButtons, [incTypeControl, incDescControl, incSevControl])
+incTypeControl = FormControl("Incident Category", incTypeSelect)
+incTypeSelect = Select("inc_type", [catEquip, catStaff, catFacility, catPatient], "Select Category")
+catEquip = SelectItem("equipment", "Equipment Malfunction")
+catStaff = SelectItem("staffing", "Staffing / Protocol Issue")
+catFacility = SelectItem("facility", "Facility / Infrastructure")
+catPatient = SelectItem("patient_safety", "Patient Safety / Fall")
+incDescControl = FormControl("Detailed Description", incDescInput)
+incDescInput = TextArea("inc_description", "Describe what occurred...", 2)
+incSevControl = FormControl("Severity Level", incSevRadio)
+incSevRadio = RadioGroup("inc_severity", [sevLow, sevMed, sevHigh])
+sevLow = RadioItem("Low", "Minor impact", "low")
+sevMed = RadioItem("Moderate", "Requires attention", "moderate")
+sevHigh = RadioItem("Critical", "Immediate safety risk", "high")
+incButtons = Buttons([submitIncBtn])
+submitIncBtn = Button("File Incident Report", null, "primary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export daily command summary report")
+f2 = FollowUpItem("Notify ICU head of impending transfers")
+f3 = FollowUpItem("Request priority restock for IV Saline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..c8f0359a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r2.txt
@@ -0,0 +1,129 @@
+root = Card([header, mainGrid, incidentsSection, followUps], "sunk", "column", "l")
+
+header = CardHeader("Hospital Operations Command Center", "Real-time Operational Dashboard • Main Campus")
+
+mainGrid = Card([kpiRow, middleRow, bottomRow], "clear", "column", "m")
+
+kpiRow = Card([bedCard, erCard, dischargeCard, criticalCard], "clear", "row", "m")
+
+bedCard = Card([bedTitle, bedProgress, bedDetails], "card", "column", "s")
+bedTitle = TextContent("Bed Occupancy", "small-heavy")
+bedProgress = Progress(88, "378 / 430 Beds Occupied")
+bedDetails = Badge("88% Capacity - High Demand", "destructive")
+
+erCard = Card([erTitle, erVal, erSub], "card", "column", "s")
+erTitle = TextContent("Current ER Wait Time", "small-heavy")
+erVal = Heading("42 min", "h2")
+erSub = Badge("14 Patients in Waiting Room", "secondary")
+
+dischargeCard = Card([dcTitle, dcVal, dcSub], "card", "column", "s")
+dcTitle = TextContent("Ready for Discharge", "small-heavy")
+dcVal = Heading("18 Patients", "h2")
+dcSub = Badge("6 Awaiting Transport", "outline")
+
+criticalCard = Card([critTitle, critVal, critSub], "card", "column", "s")
+critTitle = TextContent("Critical Patients (ICU)", "small-heavy")
+critVal = Heading("12 Alert", "h2")
+critSub = Badge("2 Requiring Ventilators", "destructive")
+
+middleRow = Card([tabsSection], "clear", "column", "m")
+
+tabsSection = Tabs([admissionsTab, deptTab, orTab, staffTab, criticalTab, suppliesTab, actionsTab])
+
+admissionsTab = TabItem("admissions", "Admissions (14 Days)", [admissionsChart])
+admissionsChart = AreaChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [admissionsSeries], "natural", "Past 14 Days", "Admissions")
+admissionsSeries = Series("Daily Admissions", [42, 38, 45, 50, 52, 61, 58, 44, 40, 48, 53, 59, 64, 60])
+
+deptTab = TabItem("depts", "Patients / Dept", [deptChart])
+deptChart = BarChart(["Emergency", "Cardiology", "Orthopedics", "Pediatrics", "Oncology", "Neurology", "ICU"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Current Census", [65, 48, 32, 28, 40, 22, 18])
+
+orTab = TabItem("or_bookings", "OR Bookings Today", [orTable])
+orTable = Table([orRoomCol, orProcCol, orSurgeonCol, orTimeCol, orStatusCol])
+orRoomCol = Col("OR Room", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-5"])
+orProcCol = Col("Procedure", ["Coronary Artery Bypass", "Total Knee Arthroplasty", "Appendectomy", "Craniotomy", "Laparoscopic Cholecystectomy"])
+orSurgeonCol = Col("Surgeon", ["Dr. A. Vance", "Dr. R. Sterling", "Dr. M. Chen", "Dr. K. Patel", "Dr. L. Gomez"])
+orTimeCol = Col("Scheduled Time", ["07:30 - 11:30", "08:00 - 10:30", "09:15 - 10:45", "11:00 - 15:00", "13:00 - 14:30"])
+orStatusCol = Col("Status", ["In Progress", "In Progress", "Completed", "Scheduled", "Scheduled"])
+
+staffTab = TabItem("staff", "Staff on Shift", [staffList])
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5])
+staff1 = ListItem("Dr. Sarah Jenkins", "Attending Physician • ER (Lead)", null, "Active")
+staff2 = ListItem("Marcus Brody, RN", "Charge Nurse • ICU", null, "Active")
+staff3 = ListItem("Dr. Evan Wright", "Chief Surgeon • Operating Room", null, "In Surgery")
+staff4 = ListItem("Elena Rostova, BSN", "Triage Nurse • Emergency", null, "Active")
+staff5 = ListItem("David Kim, RPT", "Senior Physical Therapist • Orthopedics", null, "On Break")
+
+criticalTab = TabItem("critical", "Critical Patients Callouts", [criticalAlertList])
+criticalAlertList = Card([critAlert1, critAlert2], "clear", "column", "s")
+critAlert1 = Callout("error", "Patient #8849 - ICU Bed 04", "STEMI watch. Rapid deterioration in BP (85/50). Attending notified.")
+critAlert2 = Callout("warning", "Patient #9012 - ER Bay 02", "Severe Respiratory Distress. Oxygen saturation dropped to 89%. Prep for intubation.")
+
+suppliesTab = TabItem("supplies", "Supplies Running Low", [suppliesTable])
+suppliesTable = Table([itemCol, deptSupplyCol, stockCol, statusCol])
+itemCol = Col("Item Description", ["N95 Respirator Masks", "IV Normal Saline 1000ml", "Surgical Gloves (Size M)", "EpiPen 0.3mg Auto-Injectors", "Catheter Trays"])
+deptSupplyCol = Col("Department", ["Central Stores", "Pharmacy / ER", "Surgical Suite", "Emergency", "Inpatient Care"])
+stockCol = Col("Stock Level", ["45 boxes remaining", "12 units remaining", "18 boxes remaining", "5 units remaining", "8 kits remaining"])
+statusCol = Col("Status", ["Low", "Critical", "Low", "Critical", "Low"])
+
+actionsTab = TabItem("actions", "Quick Operational Tools", [actionsGrid])
+actionsGrid = Card([dateCard, transferCard], "clear", "row", "m")
+
+dateCard = Card([dateTitle, datePickerForm], "card", "column", "s")
+dateTitle = TextContent("Look at Another Day", "small-heavy")
+datePickerForm = Form("date_select_form", dateFormBtns, [dateControl])
+dateControl = FormControl("Select Date", dateInput)
+dateInput = DatePicker("target_date", "single")
+dateFormBtns = Buttons([changeDateBtn])
+changeDateBtn = Button("Load Operational View", null, "primary")
+
+transferCard = Card([transferTitle, transferForm], "card", "column", "s")
+transferTitle = TextContent("Request Patient Transfer", "small-heavy")
+transferForm = Form("transfer_form", transferFormBtns, [patientIdControl, targetDeptControl, urgencyControl])
+patientIdControl = FormControl("Patient ID / Name", patientIdInput)
+patientIdInput = Input("patient_id", "e.g. #8849 or John Doe")
+targetDeptControl = FormControl("Target Department", targetDeptSelect)
+targetDeptSelect = Select("target_dept", [deptICU, deptCardio, deptOrtho, deptGeneral], "Select destination")
+deptICU = SelectItem("icu", "Intensive Care Unit (ICU)")
+deptCardio = SelectItem("cardio", "Cardiology Ward")
+deptOrtho = SelectItem("ortho", "Orthopedics")
+deptGeneral = SelectItem("general", "General Medical/Surgical")
+urgencyControl = FormControl("Urgency Level", urgencyRadio)
+urgencyRadio = RadioGroup("urgency", [urgencyRoutine, urgencyUrgent, urgencyEmergent], "urgent")
+urgencyRoutine = RadioItem("Routine", "Within 4 hours", "routine")
+urgencyUrgent = RadioItem("Urgent", "Within 1 hour", "urgent")
+urgencyEmergent = RadioItem("Emergent", "Immediate transfer required", "emergent")
+transferFormBtns = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Submit Transfer Request", null, "primary")
+
+bottomRow = Card([incidentCard], "card", "column", "s")
+
+incidentCard = Card([incidentTitle, incidentForm], "clear", "column", "s")
+incidentTitle = TextContent("File an Operational Incident", "small-heavy")
+incidentForm = Form("incident_form", incidentFormBtns, [incidentTypeControl, incidentDescControl, severityControl])
+incidentTypeControl = FormControl("Incident Category", incidentTypeSelect)
+incidentTypeSelect = Select("inc_type", [typeEquipment, typeStaffing, typeSafety, typeSupply], "Select type")
+typeEquipment = SelectItem("equipment", "Equipment Malfunction")
+typeStaffing = SelectItem("staffing", "Staffing Shortage")
+typeSafety = SelectItem("safety", "Patient Safety / Fall")
+typeSupply = SelectItem("supply", "Critical Supply Shortage")
+
+incidentDescControl = FormControl("Incident Description & Details", incidentDescInput)
+incidentDescInput = TextArea("inc_desc", "Describe the incident, immediate actions taken, and location...", 3)
+
+severityControl = FormControl("Severity Level", severityRadio)
+severityRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh], "medium")
+sevLow = RadioItem("Minor", "No patient impact", "low")
+sevMed = RadioItem("Moderate", "Delay in care or minor hazard", "medium")
+sevHigh = RadioItem("Critical", "Immediate risk to safety or care delivery", "high")
+
+incidentFormBtns = Buttons([submitIncidentBtn, clearIncidentBtn])
+submitIncidentBtn = Button("File Official Incident Report", null, "primary", "destructive")
+clearIncidentBtn = Button("Reset Form", null, "tertiary")
+
+incidentsSection = TextCallout("warning", "Active Operations Notice", "Admissions spiked by 18% in the last 4 hours. Diversion protocol is under review for non-emergency ambulances.")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export daily shift summary report")
+f2 = FollowUpItem("View ICU bed availability details")
+f3 = FollowUpItem("Alert head nurse on supply levels")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..be53e839d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r3.txt
@@ -0,0 +1,122 @@
+root = Card([header, metricsGrid, mainTabs, actionSection, followUp])
+
+header = CardHeader("Hospital Operations Command Center", "Real-time facility status, capacity tracking, and operational controls")
+
+metricsGrid = Card([bedMetric, erMetric, criticalMetric, dischargeMetric], "sunk", "row", "m", "stretch", "between", true)
+
+bedMetric = Card([bedTitle, bedValue, bedProgress], "card", "column", "xs")
+bedTitle = TextContent("Bed Occupancy", "small")
+bedValue = Heading("88% (422/480)", "h3")
+bedProgress = Progress(88, "Capacity Warning threshold: 85%")
+
+erMetric = Card([erTitle, erValue, erCallout], "card", "column", "xs")
+erTitle = TextContent("Current ER Wait", "small")
+erValue = Heading("42 mins", "h3")
+erCallout = Badge("High Volume", "destructive")
+
+criticalMetric = Card([critTitle, critValue, critBadge], "card", "column", "xs")
+critTitle = TextContent("Critical Patients", "small")
+critValue = Heading("14 Active", "h3")
+critBadge = Badge("ICU Full (100%)", "destructive")
+
+dischargeMetric = Card([disTitle, disValue, disBadge], "card", "column", "xs")
+disTitle = TextContent("Ready for Discharge", "small")
+disValue = Heading("28 Patients", "h3")
+disBadge = Badge("Pending Transport", "secondary")
+
+mainTabs = Tabs([tabOverview, tabStaffOps, tabSurgicalSupplies])
+
+tabOverview = TabItem("overview", "Overview & Flow", [critAlert, admissionsHeading, admissionsChart, deptHeading, deptChart])
+
+critAlert = TextCallout("danger", "Critical Patients Attention Required", "14 patients currently classified as Level 1 Critical across ICU (10), Cardiac (3), and ER (1). Continuous monitoring active.")
+
+admissionsHeading = Heading("Admissions Trend (Past 14 Days)", "h3")
+admissionsChart = AreaChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [admissionsSeries, dischargeSeries], "natural", "Timeline", "Patients")
+admissionsSeries = Series("Admissions", [42, 48, 55, 50, 44, 38, 35, 49, 52, 61, 58, 45, 40, 46])
+dischargeSeries = Series("Discharges", [38, 40, 42, 45, 48, 40, 30, 42, 44, 50, 52, 48, 42, 41])
+
+deptHeading = Heading("Patients per Department", "h3")
+deptChart = BarChart(["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "General Med", "Oncology", "Neurology"], [deptSeries], "grouped", "Department", "Patient Count")
+deptSeries = Series("Current Census", [68, 32, 54, 48, 40, 95, 45, 40])
+
+tabStaffOps = TabItem("staff", "Staffing & Discharges", [staffHeading, staffTable, dischargeHeading, dischargeList])
+
+staffHeading = Heading("Staff On Shift Currently", "h3")
+staffTable = Table([staffNameCol, staffRoleCol, staffDeptCol, staffStatusCol])
+staffNameCol = Col("Staff Member", ["Dr. Sarah Jenkins", "Dr. Robert Chen", "Nurse Maria Garcia", "Dr. Emily Watson", "Nurse James Wilson", "Tech Alex Rivera"])
+staffRoleCol = Col("Role", ["Attending Physician", "Lead Surgeon", "Charge Nurse", "Triage Specialist", "Floor Nurse", "Radiology Tech"])
+staffDeptCol = Col("Department", ["Emergency", "Surgical Block", "ICU", "Emergency", "Pediatrics", "Imaging"])
+staffStatusCol = Col("Status", ["On Duty", "In Surgery", "On Duty", "On Duty", "On Break", "On Duty"])
+
+dischargeHeading = Heading("Patients Ready for Discharge", "h3")
+dischargeList = ListBlock([dis1, dis2, dis3], "number")
+dis1 = ListItem("Eleanor Vance - Bed 304B", "General Med • Summary Complete • Awaiting Transport", null, "Process Discharge")
+dis2 = ListItem("Marcus Brody - Bed 412A", "Orthopedics • Prescriptions Filled • Discharging to Rehab", null, "Process Discharge")
+dis3 = ListItem("Sophia Martinez - Bed 208C", "Pediatrics • Guardian Present • Final Vitals Clear", null, "Process Discharge")
+
+tabSurgicalSupplies = TabItem("surgical", "OR & Supplies", [orHeading, orTable, suppliesHeading, lowSuppliesCallout, suppliesTable])
+
+orHeading = Heading("Today's Operating Room Bookings", "h3")
+orTable = Table([orRoomCol, orProcCol, orSurgeonCol, orTimeCol, orStatusCol])
+orRoomCol = Col("OR Suite", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-1", "OR-2"])
+orProcCol = Col("Procedure", ["Coronary Artery Bypass", "Total Knee Arthroplasty", "Emergency Appendectomy", "Craniotomy", "Hernia Repair", "Spinal Fusion"])
+orSurgeonCol = Col("Lead Surgeon", ["Dr. Robert Chen", "Dr. Amanda Ross", "Dr. Michael Chang", "Dr. Elena Rostova", "Dr. David Miller", "Dr. Amanda Ross"])
+orTimeCol = Col("Scheduled Time", ["07:30 - 11:30", "08:00 - 10:30", "09:15 - 11:00", "11:00 - 15:00", "13:00 - 15:00", "14:00 - 18:00"])
+orStatusCol = Col("Status", ["In Progress", "Completed", "In Progress", "Scheduled", "Scheduled", "Scheduled"])
+
+suppliesHeading = Heading("Inventory & Low Supply Alerts", "h3")
+lowSuppliesCallout = Callout("warning", "Supply Chain Alert", "3 critical operational supply items are below safety threshold levels. Reorders submitted.")
+suppliesTable = Table([supItemCol, supCatCol, supQtyCol, supStatusCol])
+supItemCol = Col("Supply Item", ["IV Saline Bags 1000ml", "N95 Respirator Masks", "Surgical Gloves (Size L)", "Suture Kits Type 3-0", "Propofol Vials 20ml"])
+supCatCol = Col("Category", ["Fluids", "PPE", "PPE", "Surgical", "Anesthesia"])
+supQtyCol = Col("Current Stock", ["45 bags", "120 units", "85 pairs", "320 kits", "18 vials"])
+supStatusCol = Col("Status", ["CRITICAL LOW", "LOW", "CRITICAL LOW", "Adequate", "LOW"])
+
+actionSection = Card([actionTitle, actionButtons], "sunk", "column", "s")
+actionTitle = TextContent("Command Actions & Operations Tools", "large-heavy")
+actionButtons = Buttons([dateDrawer, transferDialog, incidentDialog])
+
+dateDrawer = DrawerBlock("Look at Another Day", "Historical & Projected Data Viewer", "Select a date to view historical operations logs or projected scheduling.", dateDrawerContent)
+dateDrawerContent = Card([datePickerControl, dateConfirmBtn])
+datePickerControl = FormControl("Select Date", datePicker)
+datePicker = DatePicker("viewDate", "single")
+dateConfirmBtn = Button("Load Date Operations")
+
+transferDialog = DialogBlock("Request Patient Transfer", "Patient Transfer Request", "Submit a request to transfer a patient between departments or to an external facility.", transferForm)
+transferForm = Form("transfer_form", transferFormBtns, [patientIdControl, targetDeptControl, urgencyControl, notesControl])
+patientIdControl = FormControl("Patient ID / Bed #", patientInput)
+patientInput = Input("patient_id", "e.g., Bed 304B or P-98214")
+targetDeptControl = FormControl("Target Department / Facility", deptSelect)
+deptSelect = Select("target_dept", [deptICU, deptGeneral, deptExt], "Select target location")
+deptICU = SelectItem("icu", "Intensive Care Unit (ICU)")
+deptGeneral = SelectItem("genmed", "General Medicine")
+deptExt = SelectItem("external", "External Specialized Facility")
+urgencyControl = FormControl("Urgency Level", urgencyRadio)
+urgencyRadio = RadioGroup("urgency", [urgLow, urgMed, urgHigh])
+urgLow = RadioItem("Routine", "Within 24 hours", "routine")
+urgMed = RadioItem("Urgent", "Within 4 hours", "urgent")
+urgHigh = RadioItem("Emergency", "Immediate transfer required", "emergency")
+notesControl = FormControl("Clinical Transfer Notes", notesArea)
+notesArea = TextArea("transfer_notes", "Enter reason for transfer and clinical summary...", 3)
+transferFormBtns = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Submit Transfer Request", null, "primary")
+
+incidentDialog = DialogBlock("File Incident Report", "Hospital Incident & Safety Reporting", "Log an operational delay, supply issue, facility hazard, or patient safety event.", incidentForm, "destructive")
+incidentForm = Form("incident_form", incidentFormBtns, [incTypeControl, incLocControl, incDescControl])
+incTypeControl = FormControl("Incident Category", incTypeSelect)
+incTypeSelect = Select("inc_type", [incStaff, incSupply, incPatient, incFacility], "Select incident type")
+incStaff = SelectItem("staffing", "Staffing Shortage / Overtime")
+incSupply = SelectItem("supply", "Critical Supply Depletion")
+incPatient = SelectItem("patient_safety", "Patient Safety / Clinical Event")
+incFacility = SelectItem("facility", "Equipment / Facility Malfunction")
+incLocControl = FormControl("Location / Unit", incLocInput)
+incLocInput = Input("inc_location", "e.g., Emergency Bay 2 or OR-3")
+incDescControl = FormControl("Incident Description", incDescArea)
+incDescArea = TextArea("inc_description", "Provide detailed description of the event...", 4)
+incidentFormBtns = Buttons([submitIncidentBtn])
+submitIncidentBtn = Button("File Official Incident Report", null, "primary", "destructive")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show ICU bed breakdown by sub-unit")
+f2 = FollowUpItem("Print ER wait time report for past 24 hours")
+f3 = FollowUpItem("Reorder low inventory supplies now")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..a56aed541
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-hospital__r4.txt
@@ -0,0 +1,109 @@
+root = Card([header, dateFilter, criticalCallout, topKpis, chartsSection, middleSection, bottomSection, incidentsDrawer, followUps], "card", "column", "l")
+
+header = CardHeader("Hospital Operations Command Center", "Real-time facility status, capacity tracking, and operational controls")
+
+dateFilter = Form("date_filter_form", dateButtons, [dateControl])
+dateControl = FormControl("Select Date View", datePickerInput)
+datePickerInput = DatePicker("view_date", "single")
+dateButtons = Buttons([applyDateBtn])
+applyDateBtn = Button("Update View", null, "secondary", "normal", "small")
+
+criticalCallout = Callout("error", "CRITICAL PATIENT ALERT - Immediate Attention Required", "3 patients currently require intensive monitoring or immediate intervention. ICU Bed #04 (A. Miller - Septic Shock), ER Trauma Bay 2 (R. Vance - Acute Respiratory Distress), Step-down #12 (E. Chen - Post-op Hemorrhage).")
+
+topKpis = Table([kpiMetricCol, kpiValueCol, kpiStatusCol])
+kpiMetricCol = Col("Operational Metric", ["Bed Occupancy", "Current ER Wait Time", "Patients Ready for Discharge", "Low Supply Items"])
+kpiValueCol = Col("Current Value", ["88% (412 / 468 Beds)", "42 Minutes", "18 Patients", "4 Essential Items"])
+kpiStatusCol = Col("Status", ["Near Capacity", "Elevated", "Awaiting Transport", "Action Required"])
+
+chartsSection = Card([chartTabs], "clear", "column", "m")
+chartTabs = Tabs([admissionsTab, departmentTab])
+
+admissionsTab = TabItem("admissions_view", "Admissions (Past 2 Weeks)", [admissionsChart])
+admissionsChart = AreaChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [admissionsSeries, erAdmissionsSeries], "natural", "Past 14 Days", "Patient Count")
+admissionsSeries = Series("Total Inpatient Admissions", [32, 28, 35, 41, 38, 29, 25, 34, 39, 42, 45, 31, 28, 36])
+erAdmissionsSeries = Series("ER Direct Admissions", [14, 12, 18, 22, 19, 15, 11, 16, 20, 21, 24, 13, 10, 17])
+
+departmentTab = TabItem("dept_view", "Patients Per Department", [deptChart])
+deptChart = BarChart(["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "Oncology", "General Surgery", "Neurology"], [deptSeries], "grouped", "Department", "Current Census")
+deptSeries = Series("Active Census", [48, 28, 64, 52, 30, 42, 58, 35])
+
+middleSection = Card([orBookingsSection, staffSection], "clear", "row", "l")
+
+orBookingsSection = Card([orHeader, orTable], "sunk", "column", "m")
+orHeader = Heading("Today's Operating Room Bookings", "h3")
+orTable = Table([orRoomCol, orProcedureCol, orSurgeonCol, orTimeCol, orStatusCol])
+orRoomCol = Col("OR Suite", ["OR-01", "OR-02", "OR-03", "OR-04", "OR-05"])
+orProcedureCol = Col("Procedure", ["Coronary Artery Bypass", "Total Knee Arthroplasty", "Emergency Appendectomy", "Craniotomy", "Laparoscopic Cholecystectomy"])
+orSurgeonCol = Col("Lead Surgeon", ["Dr. Aris Thorne", "Dr. Sarah Jenkins", "Dr. Marcus Vance", "Dr. Elena Rostova", "Dr. David Kim"])
+orTimeCol = Col("Scheduled Time", ["07:30 - 11:30", "08:00 - 10:30", "09:15 - 10:45", "11:00 - 15:00", "13:00 - 14:30"])
+orStatusCol = Col("Status", ["In Progress", "In Prep", "Completed", "Scheduled", "Scheduled"])
+
+staffSection = Card([staffHeader, staffList], "sunk", "column", "m")
+staffHeader = Heading("Active On-Shift Staff", "h3")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5])
+staff1 = ListItem("Dr. Clara Mercer, MD", "Attending Physician • Emergency Dept")
+staff2 = ListItem("James Wilson, BSN, RN", "Charge Nurse • Intensive Care Unit")
+staff3 = ListItem("Dr. Robert Sterling, MD", "Chief Surgical Officer • Operating Rooms")
+staff4 = ListItem("Maria Santos, RT", "Lead Respiratory Therapist • Hospital-wide")
+staff5 = ListItem("Devon Brooks, PharmD", "Clinical Pharmacist • Central Pharmacy")
+
+bottomSection = Card([dischargeSection, supplySection, transferSection], "clear", "row", "l")
+
+dischargeSection = Card([dischargeHeader, dischargeTable], "sunk", "column", "m")
+dischargeHeader = Heading("Patients Ready for Discharge", "h3")
+dischargeTable = Table([dischRoomCol, dischNameCol, dischDeptCol, dischStatusCol])
+dischRoomCol = Col("Bed", ["402-A", "318-B", "505-1", "210-A"])
+dischNameCol = Col("Patient", ["Harold Finch", "Martha Stewart", "James Rhodes", "Patricia Neal"])
+dischDeptCol = Col("Unit", ["Cardiology", "Orthopedics", "Oncology", "General Med"])
+dischStatusCol = Col("Discharge Stage", ["Scripts Signed", "Transport Pending", "Final Review", "Scripts Signed"])
+
+supplySection = Card([supplyHeader, supplyTable], "sunk", "column", "m")
+supplyHeader = Heading("Supplies Running Low", "h3")
+supplyTable = Table([supplyItemCol, supplyStockCol, supplyMinCol, supplyStatusCol])
+supplyItemCol = Col("Supply Item", ["IV Normal Saline 1000ml", "N95 Respirators (M)", "Surgical Gloves (Size 7.5)", "Propofol 20ml Vials"])
+supplyStockCol = Col("Current", ["45 bags", "120 units", "2 boxes", "18 vials"])
+supplyMinCol = Col("Par Level", ["150 bags", "500 units", "15 boxes", "60 vials"])
+supplyStatusCol = Col("Alert Level", ["CRITICAL", "LOW", "CRITICAL", "LOW"])
+
+transferSection = Card([transferHeader, transferForm], "sunk", "column", "m")
+transferHeader = Heading("Request Patient Transfer", "h3")
+transferForm = Form("patient_transfer_form", transferButtons, [patientNameControl, currentUnitControl, targetUnitControl, urgencyControl])
+patientNameControl = FormControl("Patient ID / Name", patientNameInput)
+patientNameInput = Input("transfer_patient_id", "e.g. PT-88291 or John Doe")
+currentUnitControl = FormControl("Current Location", currentUnitSelect)
+currentUnitSelect = Select("current_unit", [unitER, unitICU, unitMedSurg], "Select source unit")
+unitER = SelectItem("er", "Emergency Room")
+unitICU = SelectItem("icu", "Intensive Care Unit")
+unitMedSurg = SelectItem("medsurg", "General Med-Surg")
+targetUnitControl = FormControl("Requested Destination", targetUnitSelect)
+targetUnitSelect = Select("target_unit", [unitICU2, unitStepDown, unitTelemetry], "Select target unit")
+unitICU2 = SelectItem("icu_dest", "Intensive Care Unit")
+unitStepDown = SelectItem("stepdown_dest", "Step-Down Unit")
+unitTelemetry = SelectItem("tele_dest", "Telemetry Unit")
+urgencyControl = FormControl("Transfer Urgency", urgencyRadio)
+urgencyRadio = RadioGroup("transfer_urgency", [urgencyStat, urgencyRoutine])
+urgencyStat = RadioItem("STAT / Urgent", "Immediate bed placement required", "stat")
+urgencyRoutine = RadioItem("Routine", "Transfer within next 4 hours", "routine")
+transferButtons = Buttons([submitTransferBtn])
+submitTransferBtn = Button("Submit Transfer Request", null, "primary")
+
+incidentsDrawer = DrawerBlock("File Operational Incident Report", "Hospital Incident & Safety Reporting", "Use this form to file immediate operational delays, safety hazards, equipment failures, or staffing shortfalls.", incidentForm)
+incidentForm = Form("incident_report_form", incidentButtons, [incidentTypeControl, locationControl, incidentDescControl])
+incidentTypeControl = FormControl("Incident Category", incidentTypeSelect)
+incidentTypeSelect = Select("incident_category", [incCap, incEquip, incStaff, incSafety], "Select category")
+incCap = SelectItem("capacity", "Bed Capacity / Overcrowding")
+incEquip = SelectItem("equipment", "Medical Equipment Failure")
+incStaff = SelectItem("staffing", "Staffing Shortage Alert")
+incSafety = SelectItem("safety", "Patient / Staff Safety Hazard")
+locationControl = FormControl("Specific Location / Room", locationInput)
+locationInput = Input("incident_location", "e.g. Trauma Bay 1 or Radiology Suite B")
+incidentDescControl = FormControl("Incident Details & Action Taken", incidentDescArea, "Provide concise description and immediate safety measures taken")
+incidentDescArea = TextArea("incident_description", "Describe the situation...", 4)
+incidentButtons = Buttons([submitIncidentBtn, cancelIncidentBtn])
+submitIncidentBtn = Button("File Incident Report", null, "primary")
+cancelIncidentBtn = Button("Cancel", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show ICU bed availability details")
+f2 = FollowUpItem("View staffing roster for night shift")
+f3 = FollowUpItem("Order urgent resupply for IV Saline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..4dab5fcb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r1.txt
@@ -0,0 +1,102 @@
+root = Card([header, summaryCallout, filters, activeProjectsTable, budgetChart, utilizationSection, sprintPaceChart, milestoneAlerts, blockedItemsSection, upcomingDeadlinesSection, risksSection, projectActionsDrawer, followUps])
+
+header = CardHeader("PMO Portfolio Review", "Q3 2024 Executive Overview & Operational Health")
+
+summaryCallout = TextCallout("success", "Portfolio Summary", "Overall portfolio health is STRONG: 85% of projects are on track with budget burn within expected bounds, though resource constraints in Backend Engineering require attention.")
+
+filters = Form("quarter_filter", quarterButtons, [quarterSelectField])
+quarterSelectField = FormControl("Select Reporting Period", quarterSelect)
+quarterSelect = Select("quarter", [q3Option, q4Option, q1Option, q2Option], "Q3 2024 (Current)")
+q3Option = SelectItem("q3_2024", "Q3 2024 (Current)")
+q4Option = SelectItem("q4_2024", "Q4 2024 (Upcoming)")
+q1Option = SelectItem("q1_2025", "Q1 2025")
+q2Option = SelectItem("q2_2025", "Q2 2025")
+
+quarterButtons = Buttons([applyFilterBtn, exportBtn])
+applyFilterBtn = Button("Apply Period", null, "primary")
+exportBtn = Button("Export Review PDF/CSV", null, "secondary")
+
+activeProjectsTable = Table([colProject, colOwner, colDeadline, colHealth])
+colProject = Col("Active Project", ["Cloud Migration Phase 2", "ERP System Upgrade", "Mobile App Redesign", "Data Warehouse Expansion", "Customer Portal v3.0"])
+colOwner = Col("Owner", ["Sarah Jenkins", "Michael Chang", "Elena Rostova", "David Miller", "Priya Patel"])
+colDeadline = Col("Deadline", ["Sep 30, 2024", "Oct 15, 2024", "Nov 01, 2024", "Dec 12, 2024", "Dec 20, 2024"])
+colHealth = Col("Health", ["On Track", "At Risk", "On Track", "On Track", "Critical"])
+
+budgetChart = BarChart(["Cloud Mig.", "ERP Upgrade", "Mobile App", "Data Whse.", "Portal v3"], [budgetAllocatedSeries, budgetSpentSeries], "grouped", "Project", "Budget (USD)")
+budgetAllocatedSeries = Series("Allocated ($k)", [450, 600, 300, 500, 250])
+budgetSpentSeries = Series("Spent ($k)", [380, 580, 210, 340, 245])
+
+utilizationSection = Card([utilHeader, utilDevProgress, utilDesignProgress, utilQAProgress, utilPMProgress], "sunk", "column", "m")
+utilHeader = Heading("Team Resource Utilization", "h3")
+utilDevProgress = Progress(92, "Backend & Cloud Engineering (92%)")
+utilDesignProgress = Progress(78, "UX / Product Design (78%)")
+utilQAProgress = Progress(85, "QA & Automated Testing (85%)")
+utilPMProgress = Progress(65, "Project Management & Scrum (65%)")
+
+sprintPaceChart = LineChart(["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"], [plannedVelocitySeries, completedVelocitySeries], "natural", "Sprint History", "Story Points")
+plannedVelocitySeries = Series("Planned Velocity", [120, 125, 120, 130, 130, 135])
+completedVelocitySeries = Series("Completed Velocity", [115, 122, 108, 128, 132, 130])
+
+milestoneAlerts = Alert("Overdue Milestones Detected (2)", "• ERP Upgrade: Legacy Database Schema Freeze was due Sep 01\n• Customer Portal v3.0: Security Audit Approval was due Sep 10", "destructive")
+
+blockedItemsSection = SectionBlock([blockedItemsSectionItem], true)
+blockedItemsSectionItem = SectionItem("blocked_items", "Blocked Work Items (3)", blockedList)
+blockedList = ListBlock([blockedItem1, blockedItem2, blockedItem3])
+blockedItem1 = ListItem("PR-402: OAuth Multi-Factor Auth Flow", "Customer Portal — Blocked by third-party vendor API access delay")
+blockedItem2 = ListItem("INFRA-89: Staging Cluster Migration", "Cloud Migration — Awaiting SecOps compliance clearance")
+blockedItem3 = ListItem("DATA-301: ETL Pipeline Optimization", "Data Warehouse — Blocked by memory leak bug in Core Service")
+
+upcomingDeadlinesSection = SectionBlock([upcomingDeadlinesSectionItem], false)
+upcomingDeadlinesSectionItem = SectionItem("deadlines", "Deadlines in the Next 2 Weeks", deadlinesList)
+deadlinesList = ListBlock([deadline1, deadline2, deadline3])
+deadline1 = ListItem("Core Database Cutover", "Cloud Migration — Due Sep 20, 2024")
+deadline2 = ListItem("User Acceptance Testing Sign-off", "ERP System Upgrade — Due Sep 24, 2024")
+deadline3 = ListItem("iOS Beta Build Delivery", "Mobile App Redesign — Due Sep 28, 2024")
+
+risksSection = SectionBlock([risksSectionItem], false)
+risksSectionItem = SectionItem("risks", "Identified Risks & Severity", risksTable)
+risksTable = Table([colRiskProject, colRiskDesc, colSeverity])
+colRiskProject = Col("Project", ["Customer Portal v3.0", "ERP System Upgrade", "Cloud Migration Phase 2", "Data Warehouse Expansion"])
+colRiskDesc = Col("Risk Factor", ["Vendor API integration delay", "Key architect single point of failure", "Egress cost spike during data push", "Unclear regulatory requirements"])
+colSeverity = Col("Severity", ["CRITICAL", "HIGH", "MEDIUM", "LOW"])
+
+projectActionsDrawer = DrawerBlock("Project Governance & Change Requests", "Project Management Actions", "Request additional resources or archive completed projects", drawerContent)
+
+drawerContent = Card([resourceFormHeader, resourceForm, archiveSectionHeader, archiveForm], "clear", "column", "l")
+
+resourceFormHeader = Heading("Request Additional Team Members", "h4")
+resourceForm = Form("resource_request", resourceFormButtons, [reqProjectField, reqRoleField, reqCountField, reqJustificationField])
+reqProjectField = FormControl("Target Project", reqProjectSelect)
+reqProjectSelect = Select("req_project", [p1, p2, p3, p4, p5], "Select Project")
+p1 = SelectItem("cloud_mig", "Cloud Migration Phase 2")
+p2 = SelectItem("erp_upg", "ERP System Upgrade")
+p3 = SelectItem("mobile_redesign", "Mobile App Redesign")
+p4 = SelectItem("data_wh", "Data Warehouse Expansion")
+p5 = SelectItem("portal_v3", "Customer Portal v3.0")
+
+reqRoleField = FormControl("Resource Skill / Role", reqRoleInput)
+reqRoleInput = Input("req_role", "e.g., Senior DevOps Engineer")
+
+reqCountField = FormControl("FTE Count", reqCountInput)
+reqCountInput = Input("req_count", "1", "number")
+
+reqJustificationField = FormControl("Business Justification", reqJustificationText)
+reqJustificationText = TextArea("req_reason", "Explain impact if headcount is not added...", 3)
+
+resourceFormButtons = Buttons([submitResourceBtn])
+submitResourceBtn = Button("Submit Resource Request", null, "primary")
+
+archiveSectionHeader = Heading("Archive Finished Project", "h4")
+archiveForm = Form("archive_project_form", archiveFormButtons, [archiveSelectField])
+archiveSelectField = FormControl("Select Completed Project", archiveSelect)
+archiveSelect = Select("archive_project", [arch1, arch2], "Select finished project")
+arch1 = SelectItem("proj_legacy_auth", "Legacy Auth Sunset (Completed Aug 2024)")
+arch2 = SelectItem("proj_crm_sync", "CRM Integration Phase 1 (Completed Jul 2024)")
+
+archiveFormButtons = Buttons([archiveBtn])
+archiveBtn = Button("Archive Project", null, "tertiary", "destructive")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show resource bottleneck breakdown")
+f2 = FollowUpItem("Filter portfolio by At Risk projects")
+f3 = FollowUpItem("Download executive summary pitch deck")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..91d8c7c4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r2.txt
@@ -0,0 +1,93 @@
+root = Card([headerSection, healthSummaryCallout, qtrSelector, activeProjectsTable, overdueMilestonesBlock, budgetChart, utilizationProgress, risksBlock, upcomingDeadlinesList, sprintPaceChart, blockedItemsCallout, actionDrawer, followUp])
+
+headerSection = CardHeader("PMO Project Portfolio Review", "Q3 Performance, Financials & Risk Alignment")
+
+healthSummaryCallout = TextCallout("success", "Portfolio Health Summary", "9) Overall Portfolio Health is Good (85% on-track), with minor risks in resource allocation and 2 overdue milestones.")
+
+qtrSelector = Form("quarter_select_form", qtrButtons, [qtrControl])
+qtrControl = FormControl("10) Select Quarter View", qtrSelect)
+qtrSelect = Select("quarter", [q1Opt, q2Opt, q3Opt, q4Opt], "Select Quarter", null, "Q3 2024")
+q1Opt = SelectItem("Q1-2024", "Q1 2024")
+q2Opt = SelectItem("Q2-2024", "Q2 2024")
+q3Opt = SelectItem("Q3-2024", "Q3 2024")
+q4Opt = SelectItem("Q4-2024", "Q4 2024")
+qtrButtons = Buttons([applyQtrBtn])
+applyQtrBtn = Button("Update View", null, "secondary", "normal", "small")
+
+activeProjectsTable = SectionBlock([projectsSectionItem])
+projectsSectionItem = SectionItem("active_projects", "1) Active Projects (Owner, Deadline, Health)", activeTable)
+activeTable = Table([projCol, ownerCol, deadlineCol, healthCol])
+projCol = Col("Project", ["Phoenix Portal", "Cloud Migration", "ERP Upgrade", "Mobile App v2"])
+ownerCol = Col("Owner", ["Sarah T.", "Dave K.", "Elena R.", "Marcus B."])
+deadlineCol = Col("Deadline", ["2024-10-15", "2024-11-30", "2024-12-15", "2024-10-01"])
+healthCol = Col("Health", ["On Track", "At Risk", "On Track", "Critical"])
+
+overdueMilestonesBlock = Alert("2) Overdue Milestones Detected", "ERP Upgrade: Integration Testing Sign-off (Due 3 days ago) | Mobile App: Beta Release (Due 5 days ago)", "destructive")
+
+budgetChart = SectionBlock([budgetSectionItem])
+budgetSectionItem = SectionItem("budget_view", "3) Budget Spent vs Allocation", budgetChartComp)
+budgetChartComp = BarChart(["Phoenix Portal", "Cloud Migration", "ERP Upgrade", "Mobile App v2"], [spentSeries, allocSeries], "grouped", "Project", "Budget ($k)")
+spentSeries = Series("Spent ($k)", [120, 340, 210, 95])
+allocSeries = Series("Allocation ($k)", [150, 400, 220, 100])
+
+utilizationProgress = SectionBlock([utilSectionItem])
+utilSectionItem = SectionItem("team_util", "4) Team Utilization Rates", utilCard)
+utilCard = Card([p1Util, p2Util, p3Util], "sunk", "column", "s")
+p1Util = Progress(88, "Engineering Team (88%)")
+p2Util = Progress(95, "Design & UX (95% - Overallocated)")
+p3Util = Progress(72, "QA & Testing (72%)")
+
+risksBlock = SectionBlock([risksSectionItem])
+risksSectionItem = SectionItem("risks_list", "5) Portfolio Risks & Severity", risksTable)
+risksTable = Table([riskCol, projRiskCol, sevCol])
+riskCol = Col("Risk Description", ["Third-party API delay", "Cloud cost overrun", "Database engineer shortfall"])
+projRiskCol = Col("Project", ["Phoenix Portal", "Cloud Migration", "Mobile App v2"])
+sevCol = Col("Severity", ["High", "Medium", "Critical"])
+
+upcomingDeadlinesList = SectionBlock([deadlinesSectionItem])
+deadlinesSectionItem = SectionItem("upcoming_deadlines", "6) Deadlines in Next Two Weeks", deadlinesList)
+deadlinesList = ListBlock([dItem1, dItem2, dItem3])
+dItem1 = ListItem("Security Audit Sign-off", "Phoenix Portal • Oct 04, 2024")
+dItem2 = ListItem("UAT Final Deck", "Mobile App v2 • Oct 08, 2024")
+dItem3 = ListItem("Staging Environment Cutover", "Cloud Migration • Oct 12, 2024")
+
+sprintPaceChart = SectionBlock([paceSectionItem])
+paceSectionItem = SectionItem("sprint_pace", "7) Delivery Pace Over Past 6 Sprints (Velocity vs Target)", paceLineChart)
+paceLineChart = LineChart(["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"], [velocitySeries, targetSeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Completed Velocity", [42, 48, 45, 52, 39, 50])
+targetSeries = Series("Target Velocity", [45, 45, 45, 45, 45, 45])
+
+blockedItemsCallout = Callout("warning", "8) Blocked Work Items", "3 critical stories blocked: #402 (API Gateway credentials pending), #511 (Awaiting legal approval for data policy), #609 (Hardware provisioning delay).")
+
+actionDrawer = SectionBlock([actionsSectionItem])
+actionsSectionItem = SectionItem("portfolio_actions", "Management Actions (11, 12, 13)", actionButtons)
+actionButtons = Buttons([requestPeopleDrawer, exportReviewBtn, archiveProjectDialog])
+
+requestPeopleDrawer = DrawerBlock("11) Request More People", "Resource Allocation Request", "Submit a request to the Resource Management Office for additional staffing.", requestForm)
+requestForm = Form("resource_req_form", reqFormButtons, [reqProjField, reqRoleField, reqCountField])
+reqProjField = FormControl("Project", reqProjSelect)
+reqProjSelect = Select("req_project", [rp1, rp2], "Select Project")
+rp1 = SelectItem("cloud_mig", "Cloud Migration")
+rp2 = SelectItem("mobile_app", "Mobile App v2")
+reqRoleField = FormControl("Required Role", reqRoleInput)
+reqRoleInput = Input("req_role", "e.g., Senior DevOps Engineer")
+reqCountField = FormControl("Headcount Needed", reqCountInput)
+reqCountInput = Input("req_count", "1", "number")
+reqFormButtons = Buttons([submitReqBtn])
+submitReqBtn = Button("Submit Resource Request")
+
+exportReviewBtn = Button("12) Export Review (PDF/CSV)")
+
+archiveProjectDialog = DialogBlock("13) Archive Finished Project", "Archive Project Confirmation", "Select a completed project to safely archive and release allocated resources.", archiveForm)
+archiveForm = Form("archive_form", archiveButtons, [archiveSelectField])
+archiveSelectField = FormControl("Select Completed Project", archiveSelect)
+archiveSelect = Select("archive_project", [ap1, ap2], "Choose Project")
+ap1 = SelectItem("legacy_v1", "Legacy Platform v1.0 (Completed)")
+ap2 = SelectItem("data_warehouse", "Data Warehouse Migration (Completed)")
+archiveButtons = Buttons([confirmArchiveBtn])
+confirmArchiveBtn = Button("Confirm Archive", null, "primary", "destructive")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show resource bottleneck breakdown")
+f2 = FollowUpItem("Generate executive summary slides")
+f3 = FollowUpItem("Filter by Critical health projects")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..dae400277
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r3.txt
@@ -0,0 +1,111 @@
+root = Card([portfolioHeader, healthSummary, quickControls, overviewTabs, followUps], "card", "column", "l")
+
+portfolioHeader = CardHeader("PMO Project Portfolio Review", "Q3 Executive Health, Risk & Resource Dashboard")
+
+healthSummary = TextCallout("info", "Portfolio Health Summary", "85% of strategic initiatives are on track, with total budget consumption at 62% ($1.55M / $2.50M) and a 12% improvement in delivery pace over the last 6 sprints.")
+
+quickControls = Buttons([quarterSelectDrawer, resourceRequestDialog, exportReviewDialog, archiveProjectDialog])
+
+quarterSelectDrawer = DrawerBlock("Change Quarter", "Select Review Period", "Filter portfolio performance, budget, and metrics by fiscal quarter.", quarterForm)
+quarterForm = Form("quarter_form", quarterFormBtns, [quarterField])
+quarterField = FormControl("Fiscal Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter...", null, "Q3 2024")
+q1Item = SelectItem("Q1-2024", "Q1 2024")
+q2Item = SelectItem("Q2-2024", "Q2 2024")
+q3Item = SelectItem("Q3-2024", "Q3 2024 (Current)")
+q4Item = SelectItem("Q4-2024", "Q4 2024")
+quarterFormBtns = Buttons([applyQuarterBtn])
+applyQuarterBtn = Button("Apply Filter", null, "primary")
+
+resourceRequestDialog = DialogBlock("Request Staffing", "Request Additional Resources", "Submit a formal resource allocation request to the PMO review board.", resourceForm, "outline")
+resourceForm = Form("resource_form", resourceFormBtns, [reqProjectField, reqRoleField, reqCountField, reqReasonField])
+reqProjectField = FormControl("Target Project", reqProjectSelect)
+reqProjectSelect = Select("target_project", [p1Opt, p2Opt, p3Opt, p4Opt], "Select project...")
+p1Opt = SelectItem("p1", "Project Titan (ERP)")
+p2Opt = SelectItem("p2", "Apollo (Mobile)")
+p3Opt = SelectItem("p3", "CyberShield (SecOps)")
+p4Opt = SelectItem("p4", "DataMesh (Analytics)")
+reqRoleField = FormControl("Role Required", reqRoleInput)
+reqRoleInput = Input("role_needed", "e.g. Senior Frontend Engineer")
+reqCountField = FormControl("Number of FTEs", reqCountSlider)
+reqCountSlider = Slider("fte_count", "discrete", 1, 5, 1, [2], "FTEs")
+reqReasonField = FormControl("Business Justification", reqReasonText)
+reqReasonText = TextArea("justification", "Explain why additional headcounts are needed...", 3)
+resourceFormBtns = Buttons([submitReqBtn])
+submitReqBtn = Button("Submit Request", null, "primary")
+
+exportReviewDialog = DialogBlock("Export Review", "Export Portfolio Review", "Download the executive summary and underlying data in your preferred format.", exportForm, "secondary")
+exportForm = Form("export_form", exportBtns, [exportFormatField])
+exportFormatField = FormControl("Export Format", exportRadio)
+exportRadio = RadioGroup("format", [pdfOpt, csvOpt, pptxOpt], "pdf")
+pdfOpt = RadioItem("PDF Executive Deck", "Includes full visual charts and summaries", "pdf")
+csvOpt = RadioItem("CSV Raw Data", "All project metrics, milestones, and risks", "csv")
+pptxOpt = RadioItem("PowerPoint Presentation", "Editable slide deck for board meeting", "pptx")
+exportBtns = Buttons([downloadBtn])
+downloadBtn = Button("Download File", null, "primary")
+
+archiveProjectDialog = AlertDialogBlock("Archive Project", "Archive Finished Project", "Are you sure you want to archive completed projects? This will move them out of the active review dashboard.", "Confirm Archive", "Cancel", "ghost")
+
+overviewTabs = Tabs([activeProjectsTab, deliveryMetricsTab, risksMilestonesTab])
+
+activeProjectsTab = TabItem("active", "Active Projects & Budgets", [projectsTableSection, budgetChartSection])
+
+projectsTableSection = SectionBlock([projectsSectionItem], false)
+projectsSectionItem = SectionItem("p_list", "Active Project Roster", projectsTable)
+projectsTable = Table([pCol, ownerCol, deadlineCol, healthCol])
+pCol = Col("Project Name", ["Project Titan (ERP)", "Apollo (Mobile App)", "CyberShield (SecOps)", "DataMesh (Analytics)"])
+ownerCol = Col("Owner", ["Sarah Jenkins", "Marcus Chen", "Elena Rostova", "David Kalu"])
+deadlineCol = Col("Deadline", ["Nov 15, 2024", "Oct 30, 2024", "Dec 20, 2024", "Jan 15, 2025"])
+healthCol = Col("Health Status", ["On Track", "At Risk", "On Track", "Critical"])
+
+budgetChartSection = SectionBlock([budgetSectionItem], false)
+budgetSectionItem = SectionItem("p_budget", "Budget Allocation vs. Spent ($K)", budgetChart)
+budgetChart = BarChart(["Titan (ERP)", "Apollo (Mobile)", "CyberShield", "DataMesh"], [allocatedSeries, spentSeries], "grouped", "Project", "Amount ($K)")
+allocatedSeries = Series("Budget Allocated", [800, 450, 600, 650])
+spentSeries = Series("Budget Spent", [520, 380, 290, 360])
+
+deliveryMetricsTab = TabItem("metrics", "Pace, Utilization & Blockers", [sprintPaceSection, utilizationSection, blockersSection])
+
+sprintPaceSection = SectionBlock([paceSectionItem], false)
+paceSectionItem = SectionItem("sprint_pace", "Delivery Pace (Completed Story Points / Sprint)", velocityChart)
+velocityChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [velocitySeries, targetSeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Actual Points Completed", [110, 125, 118, 132, 140, 145])
+targetSeries = Series("Target Velocity", [120, 120, 125, 125, 130, 130])
+
+utilizationSection = SectionBlock([utilSectionItem], false)
+utilSectionItem = SectionItem("team_util", "Team Resource Utilization Rate (%)", utilizationChart)
+utilizationChart = HorizontalBarChart(["Frontend Engineering", "Backend Engineering", "DevOps & Cloud", "UI/UX Design", "QA & Testing"], [utilSeries], "grouped", "Utilization %", "Department")
+utilSeries = Series("Utilization Rate", [94, 88, 102, 76, 85])
+
+blockersSection = SectionBlock([blockersSectionItem], false)
+blockersSectionItem = SectionItem("blocked_items", "Currently Blocked Work Items", blockersList)
+blockersList = ListBlock([blocker1, blocker2, blocker3])
+blocker1 = ListItem("PRJ-104: Payment Gateway API Integration", "Blocked by 3rd-party vendor credentials delay (Apollo App)", null, "Escalate")
+blocker2 = ListItem("PRJ-289: Production DB Cluster Migration", "Blocked pending SecOps compliance approval (CyberShield)", null, "Review")
+blocker3 = ListItem("PRJ-402: SSO SAML Module Config", "Blocked due to environment credential mismatch (Project Titan)", null, "Reassign")
+
+risksMilestonesTab = TabItem("risks", "Risks & Upcoming Deadlines", [risksSection, upcomingDeadlinesSection, overdueSection])
+
+risksSection = SectionBlock([risksSectionItem], false)
+risksSectionItem = SectionItem("risk_matrix", "Portfolio Risks & Severity", riskTable)
+riskTable = Table([rProjCol, rDescCol, rSevCol, rMitCol])
+rProjCol = Col("Project", ["DataMesh", "Apollo", "Project Titan", "CyberShield"])
+rDescCol = Col("Risk Description", ["Key Data Architect resignation threat", "App Store approval delay for v2.0", "Legacy data conversion scope creep", "Cloud infrastructure cost overrun"])
+rSevCol = Col("Severity", ["High", "Medium", "High", "Low"])
+rMitCol = Col("Mitigation Strategy", ["Contracting external specialist", "Early compliance submission", "Refining sprint scope boundary", "Applying AWS reserved instances"])
+
+upcomingDeadlinesSection = SectionBlock([upcomingSectionItem], false)
+upcomingSectionItem = SectionItem("upcoming_deadlines", "Deadlines in the Next 2 Weeks", upcomingList)
+upcomingList = ListBlock([up1, up2, up3])
+up1 = ListItem("User Acceptance Testing Sign-off", "Project Titan — Due in 4 days (Oct 28)")
+up2 = ListItem("Security Vulnerability Scan Sign-off", "CyberShield — Due in 8 days (Nov 01)")
+up3 = ListItem("Beta Release Candidate Deployment", "Apollo Mobile — Due in 11 days (Nov 04)")
+
+overdueSection = SectionBlock([overdueSectionItem], false)
+overdueSectionItem = SectionItem("overdue_milestones", "Overdue Milestones Attention Required", overdueAlert)
+overdueAlert = Callout("error", "2 Critical Milestones Overdue", "1. 'Architecture Sign-Off' for DataMesh (Overdue by 8 days)\n2. 'Staging Environment Setup' for Apollo App (Overdue by 3 days)")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Drill down into DataMesh critical risk mitigations")
+f2 = FollowUpItem("Generate resource re-allocation proposal for DevOps")
+f3 = FollowUpItem("Schedule alignment sync for overdue Apollo milestones")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..2aa4dfa17
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-portfolio__r4.txt
@@ -0,0 +1,134 @@
+root = Card([portfolioHeader, healthSummaryBanner, quarterSelector, mainTabs, globalActions, followUpSuggestions], "card", "column", "l")
+
+pmoTitle = Heading("PMO Portfolio Review", "h1")
+portfolioHeader = CardHeader("PMO Portfolio Review", "Q3 Executive Health, Deliverables & Risk Assessment")
+
+healthSummaryBanner = Callout("warning", "Portfolio Health: Moderate Risk", "Quarterly delivery pace is steady at 84%, but 3 critical risks and 2 overdue milestones require active PMO intervention.")
+
+q3Opt = SelectItem("q3", "Q3 Current Quarter")
+q1Opt = SelectItem("q1", "Q1")
+q2Opt = SelectItem("q2", "Q2")
+q4Opt = SelectItem("q4", "Q4")
+quarterSelect = Select("quarter", [q1Opt, q2Opt, q3Opt, q4Opt], "Select Quarter", null, "q3")
+quarterControl = FormControl("View Quarter", quarterSelect)
+quarterFormButtons = Buttons([changeQtrBtn])
+changeQtrBtn = Button("Update View", null, "secondary", "normal", "small")
+quarterSelector = Form("quarterFilter", quarterFormButtons, [quarterControl])
+
+mainTabs = Tabs([overviewTab, performanceTab, governanceTab])
+
+overviewTab = TabItem("overview", "Projects & Health", [activeProjectsSection, upcomingDeadlinesSection, overdueMilestonesSection])
+performanceTab = TabItem("performance", "Budget & Utilization", [budgetChartSection, budgetTableSection, utilizationSection, paceSection])
+governanceTab = TabItem("governance", "Risks & Blockers", [risksSection, blockersSection])
+
+activeProjectsSection = SectionBlock([activeProjectsItem])
+activeProjectsItem = SectionItem("active_proj", "Active Projects (4)", activeProjectsTable)
+
+projCol = Col("Project Name", ["Alpha Platform Migration", "Beta Mobile App", "Gamma CRM Integration", "Delta Analytics Engine"])
+ownerCol = Col("Owner", ["Sarah Chen", "Marcus Vance", "Elena Rostova", "David Kim"])
+deadlineCol = Col("Deadline", ["2023-11-15", "2023-10-30", "2023-12-01", "2023-10-22"])
+healthCol = Col("Health Status", ["On Track", "At Risk", "Critical", "On Track"])
+activeProjectsTable = Table([projCol, ownerCol, deadlineCol, healthCol])
+
+upcomingDeadlinesSection = SectionBlock([upcomingDeadlinesItem])
+upcomingDeadlinesItem = SectionItem("upcoming_deadlines", "Deadlines Next 2 Weeks", upcomingDeadlinesList)
+
+dl1 = ListItem("Alpha Security Audit Sign-off", "Project: Alpha Platform Migration • Due: Oct 20")
+dl2 = ListItem("Beta iOS Candidate Build", "Project: Beta Mobile App • Due: Oct 24")
+dl3 = ListItem("Delta Ingestion Pipeline Deployment", "Project: Delta Analytics Engine • Due: Oct 27")
+upcomingDeadlinesList = ListBlock([dl1, dl2, dl3])
+
+overdueMilestonesSection = SectionBlock([overdueMilestonesItem])
+overdueMilestonesItem = SectionItem("overdue_milestones", "Overdue Milestones", overdueList)
+
+od1 = ListItem("Gamma Vendor Contract Execution", "Overdue by 12 days • Owner: Elena Rostova", null, "Escalate")
+od2 = ListItem("Beta UX Prototype Sign-off", "Overdue by 5 days • Owner: Marcus Vance", null, "Review")
+overdueList = ListBlock([od1, od2])
+
+budgetChartSection = Heading("Budget Allocation vs. Spent ($K)", "h3")
+budgetChart = BarChart(["Alpha Migration", "Beta Mobile", "Gamma CRM", "Delta Analytics"], [allocSeries, spentSeries], "grouped", "Project", "USD (Thousands)")
+allocSeries = Series("Allocated ($K)", [450, 300, 200, 350])
+spentSeries = Series("Spent ($K)", [380, 290, 185, 210])
+
+budgetTableSection = SectionBlock([budgetTableItem])
+budgetTableItem = SectionItem("budget_breakdown", "Detailed Budget Breakdown", budgetTable)
+
+bProjCol = Col("Project", ["Alpha Platform Migration", "Beta Mobile App", "Gamma CRM Integration", "Delta Analytics Engine"])
+bAllocCol = Col("Allocated ($)", [450000, 300000, 200000, 350000], "number")
+bSpentCol = Col("Spent ($)", [380000, 290000, 185000, 210000], "number")
+bRemCol = Col("Remaining ($)", [70000, 10000, 15000, 140000], "number")
+budgetTable = Table([bProjCol, bAllocCol, bSpentCol, bRemCol])
+
+utilizationSection = SectionBlock([utilizationItem])
+utilizationItem = SectionItem("team_utilization", "Team Utilization Rates", utilGroup)
+
+u1 = Progress(92, "Engineering Team (Overcapacity)")
+u2 = Progress(85, "Product & Design")
+u3 = Progress(78, "QA & Testing")
+u4 = Progress(64, "Data & Analytics")
+utilGroup = Card([u1, u2, u3, u4], "sunk", "column", "m")
+
+paceSection = Heading("Delivery Pace (Velocity per Sprint)", "h3")
+paceChart = LineChart(["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"], [plannedPace, completedPace], "natural", "Sprint", "Story Points")
+plannedPace = Series("Planned Points", [120, 125, 130, 120, 135, 140])
+completedPace = Series("Completed Points", [115, 110, 128, 95, 122, 118])
+
+risksSection = SectionBlock([risksItem])
+risksItem = SectionItem("portfolio_risks", "Portfolio Risks & Severity", risksTable)
+
+rDescCol = Col("Risk Description", ["Third-party API latency impact", "Key Frontend Engineer departure", "Data compliance approval delay", "Database licensing cost overrun"])
+rProjCol = Col("Project", ["Gamma CRM", "Beta Mobile", "Gamma CRM", "Alpha Migration"])
+rSevCol = Col("Severity", ["High", "Critical", "High", "Medium"])
+rImpactCol = Col("Impact Area", ["Performance", "Timeline", "Governance", "Budget"])
+risksTable = Table([rDescCol, rProjCol, rSevCol, rImpactCol])
+
+blockersSection = SectionBlock([blockersItem])
+blockersItem = SectionItem("blocked_items", "Blocked Work Items", blockersList)
+
+bk1 = ListItem("Gamma Auth SSO Handler", "Blocked by Infrastructure Team provision delay (4 days)")
+bk2 = ListItem("Delta Real-time Ingestion Connector", "Blocked awaiting staging environment refresh (2 days)")
+blockersList = ListBlock([bk1, bk2])
+
+globalActions = Buttons([resourceReqDrawer, archiveProjDialog, exportDialog], "row")
+
+resourceReqDrawer = DrawerBlock("Request Staffing", "Request Additional Resources", "Submit a staffing request to the PMO resource management board.", resourceForm)
+
+reqProjItem1 = SelectItem("alpha", "Alpha Platform Migration")
+reqProjItem2 = SelectItem("beta", "Beta Mobile App")
+reqProjItem3 = SelectItem("gamma", "Gamma CRM Integration")
+reqProjSelect = Select("req_project", [reqProjItem1, reqProjItem2, reqProjItem3], "Select Project")
+reqProjControl = FormControl("Target Project", reqProjSelect)
+
+reqRoleItem1 = SelectItem("fe", "Frontend Developer")
+reqRoleItem2 = SelectItem("be", "Backend Developer")
+reqRoleItem3 = SelectItem("qa", "QA Automation Engineer")
+reqRoleSelect = Select("req_role", [reqRoleItem1, reqRoleItem2, reqRoleItem3], "Select Role")
+reqRoleControl = FormControl("Required Role", reqRoleSelect)
+
+reqFteInput = Input("fte_count", "1", "number")
+reqFteControl = FormControl("Number of FTEs", reqFteInput)
+
+reqReasonInput = TextArea("reason", "Describe why additional headcount is needed...", 3)
+reqReasonControl = FormControl("Justification", reqReasonInput)
+
+resFormButtons = Buttons([submitReqBtn])
+submitReqBtn = Button("Submit Resource Request", null, "primary")
+resourceForm = Form("resourceReqForm", resFormButtons, [reqProjControl, reqRoleControl, reqFteControl, reqReasonControl])
+
+archiveProjDialog = DialogBlock("Archive Project", "Archive Finished Project", "Select a completed project to close out and archive from active portfolio view.", archiveForm, "outline")
+
+arc1 = SelectItem("epsilon", "Epsilon Legacy Migration (100% Complete)")
+arc2 = SelectItem("zeta", "Zeta Auth Redesign (100% Complete)")
+arcSelect = Select("archive_project", [arc1, arc2], "Select Completed Project")
+arcControl = FormControl("Completed Project", arcSelect)
+
+arcFormButtons = Buttons([confirmArcBtn])
+confirmArcBtn = Button("Archive Project Now", null, "destructive")
+archiveForm = Form("archiveProjForm", arcFormButtons, [arcControl])
+
+exportDialog = AlertDialogBlock("Export Portfolio Review", "Generate Executive Report", "Export current portfolio view as PDF/Exec Dashboard summary?", "Export PDF", "Cancel", "secondary")
+
+followUpSuggestions = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show resource bottleneck details for Beta Mobile")
+f2 = FollowUpItem("Generate Q4 portfolio budget forecast")
+f3 = FollowUpItem("List all critical risks across engineering teams")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r1.txt
new file mode 100644
index 000000000..5d3977ee8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r1.txt
@@ -0,0 +1,115 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("National Power Grid - System Operations Console", "Live Telemetry, Capacity Monitoring & Dispatch Control")
+
+mainGrid = Card([topSection, middleSection, bottomSection], "clear", "column", "l")
+
+topSection = Card([headerKpis, liveAlerts], "clear", "row", "m")
+
+headerKpis = Card([kpiGroup], "sunk", "row", "m")
+kpiGroup = Card([loadKpi, capKpi, priceKpi, emissionsKpi], "clear", "row", "l", "center", "between")
+
+loadKpi = Card([loadLabel, loadVal, loadBadge], "clear", "column", "xs")
+loadLabel = TextContent("Current Network Load", "small-heavy")
+loadVal = TextContent("32,450 MW", "large-heavy")
+loadBadge = Badge("Live: 50.01 Hz", "secondary")
+
+capKpi = Card([capLabel, capVal, capProg], "clear", "column", "xs")
+capLabel = TextContent("Capacity Usage (38,000 MW Max)", "small-heavy")
+capVal = TextContent("85.4%", "large-heavy")
+capProg = Progress(85, "Margin: 5,550 MW")
+
+priceKpi = Card([priceLabel, priceVal, priceBadge], "clear", "column", "xs")
+priceLabel = TextContent("Spot Price / MWh", "small-heavy")
+priceVal = TextContent("$68.40", "large-heavy")
+priceBadge = Badge("+4.2% vs 1h ago", "outline")
+
+emissionsKpi = Card([emLabel, emVal, emBadge], "clear", "column", "xs")
+emLabel = TextContent("Emissions Today", "small-heavy")
+emVal = TextContent("142.8 kt CO2e", "large-heavy")
+emBadge = Badge("215 gCO2e/kWh (Avg)", "default")
+
+liveAlerts = Card([alertHeader, alert1, alert2], "card", "column", "s")
+alertHeader = TextContent("Live System Alerts", "small-heavy")
+alert1 = Callout("warning", "High Wind Ramp Up - Western Region", "Sudden surge in generation (+800 MW) expected over next 30 mins.")
+alert2 = Callout("neutral", "Frequency Transient Resolved", "Substation B-12 back within normal range (+/- 0.05 Hz).")
+
+middleSection = Card([leftColumn, rightColumn], "clear", "row", "l")
+
+leftColumn = Card([regionSelectCard, forecastCard, generationCard, curtailmentCard], "clear", "column", "l")
+
+regionSelectCard = Card([regionHeader, regionForm], "card", "column", "s")
+regionHeader = CardHeader("Region Focus Filter", "Filter grid parameters by region")
+regionForm = Form("regionFilter", filterButtons, [regionControl])
+regionControl = FormControl("Selected Grid Region", regionSelect)
+regionSelect = Select("region", [regAll, regNorth, regSouth, regEast, regWest], "Select Region", null, "ALL")
+regAll = SelectItem("ALL", "All Regions (National View)")
+regNorth = SelectItem("NORTH", "Northern Region (High Hydro)")
+regSouth = SelectItem("SOUTH", "Southern Region (Nuclear/Solar)")
+regEast = SelectItem("EAST", "Eastern Region (Thermal/Industrial)")
+regWest = SelectItem("WEST", "Western Region (Wind Farms)")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Regional Filter", null, "secondary", "normal", "small")
+
+forecastCard = Card([forecastHeader, forecastChart], "card", "column", "s")
+forecastHeader = CardHeader("Demand Forecast vs Capacity (Next 24 Hours)", "Values in Megawatts (MW)")
+forecastChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [demandSeries, capSeries], "natural", "Time", "MW")
+demandSeries = Series("Forecasted Demand", [24500, 21000, 29800, 34500, 36200, 33100, 27400])
+capSeries = Series("Available Capacity", [38000, 38000, 38000, 38000, 38000, 38000, 38000])
+
+generationCard = Card([genHeader, genChart], "card", "column", "s")
+genHeader = CardHeader("Generation Split by Source", "Current Energy Mix breakdown")
+genChart = PieChart(["Gas/Thermal", "Hydro", "Wind", "Solar", "Nuclear"], [11500, 8200, 6400, 3800, 2550], "donut")
+
+curtailmentCard = Card([curtailHeader, curtailForm], "card", "column", "s")
+curtailHeader = CardHeader("Order Emergency Curtailment", "Issue dispatch instructions to shed load or reduce generation")
+curtailForm = Form("curtailmentOrder", curtailButtons, [curtailRegionField, curtailAmountField, curtailReasonField])
+curtailRegionField = FormControl("Target Region", curtailRegionSelect)
+curtailRegionSelect = Select("curtail_region", [cRegE, cRegW, cRegN, cRegS], "Select target region")
+cRegE = SelectItem("EAST", "Eastern Grid")
+cRegW = SelectItem("WEST", "Western Grid")
+cRegN = SelectItem("NORTH", "Northern Grid")
+cRegS = SelectItem("SOUTH", "Southern Grid")
+curtailAmountField = FormControl("Curtailment MW", curtailAmountInput, "Specify load reduction target in Megawatts")
+curtailAmountInput = Input("curtail_mw", "150", "number")
+curtailReasonField = FormControl("Dispatch Reason", curtailReasonSelect)
+curtailReasonSelect = Select("reason", [r1, r2, r3], "Select justification")
+r1 = SelectItem("FREQUENCY", "Frequency Stabilization")
+r2 = SelectItem("THERMAL", "Line Thermal Overload")
+r3 = SelectItem("ECON", "Economic Balancing")
+curtailButtons = Buttons([issueCurtailBtn, cancelCurtailBtn])
+issueCurtailBtn = Button("Issue Curtailment Command", null, "primary", "destructive", "medium")
+cancelCurtailBtn = Button("Reset Form", null, "tertiary", "normal", "medium")
+
+rightColumn = Card([plantsCard, outagesCard, maintenanceCard], "clear", "column", "l")
+
+plantsCard = Card([plantsHeader, plantsTable], "card", "column", "s")
+plantsHeader = CardHeader("Power Generation Plants", "Current output and operational status")
+plantsTable = Table([plantCol, typeCol, capMaxCol, outputCol, statusCol])
+plantCol = Col("Plant Name", ["Bay Thermal A", "Highland Hydro", "Coastal Nuclear", "Praire Wind Farm", "Desert Solar Field", "Valley Gas Peaker"])
+typeCol = Col("Type", ["Gas", "Hydro", "Nuclear", "Wind", "Solar", "Gas Peaker"])
+capMaxCol = Col("Max MW", [4500, 3200, 2600, 3500, 2000, 1500])
+outputCol = Col("Current MW", [4100, 2850, 2550, 2900, 1450, 0])
+statusCol = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Standby"])
+
+outagesCard = Card([outageHeader, outageTable], "card", "column", "s")
+outageHeader = CardHeader("Current Grid Outages", "Active incidents and impacted regions")
+outageTable = Table([outageIdCol, outageRegCol, outageTypeCol, customersCol, statusOutCol])
+outageIdCol = Col("Incident ID", ["INC-8821", "INC-8845", "INC-8890"])
+outageRegCol = Col("Affected Region", ["Eastern District 4", "Northern Sector B", "Western Rural Grid"])
+outageTypeCol = Col("Cause", ["Substation Trip", "Storm Tree Strike", "Transformer Fault"])
+customersCol = Col("Affected Units", ["14,200", "2,100", "850"])
+statusOutCol = Col("Repair Status", ["Crew Dispatched", "Under Repair", "Investigating"])
+
+maintenanceCard = Card([maintHeader, maintTable], "card", "column", "s")
+maintHeader = CardHeader("Planned Maintenance This Month", "Scheduled outages and capacity derates")
+maintTable = Table([maintPlantCol, maintRegionCol, mainttypeCol, maintDatesCol, impactCol])
+maintPlantCol = Col("Facility / Line", ["Substation S-04", "Valley Gas Peaker", "Interconnector Line 3", "Highland Hydro Unit 2"])
+maintRegionCol = Col("Region", ["Southern", "Eastern", "West-North Link", "Northern"])
+mainttypeCol = Col("Scope", ["Busbar Replacement", "Annual Turbine Inspection", "Thermal Line Upgrading", "Stator Rewind"])
+maintDatesCol = Col("Schedule", ["Oct 12 - Oct 14", "Oct 18 - Oct 22", "Oct 25 - Oct 26", "Oct 28 - Nov 05"])
+impactCol = Col("Capacity Impact", ["-300 MW", "-1,500 MW (Full)", "-800 MW Transfer", "-800 MW"])
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Focus console on Western Region wind farms")
+f2 = FollowUpItem("Show 48-hour price forecast trends")
+f3 = FollowUpItem("Export active outages and maintenance log to PDF")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r2.txt
new file mode 100644
index 000000000..2cab49c8a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r2.txt
@@ -0,0 +1,95 @@
+root = Card([header, alertsCallout, kpiRow, mainTabs, followUps], "card", "column", "m")
+
+header = CardHeader("National Grid Control Center", "Live Power Network Operator Console — Transmission System")
+
+alertsCallout = Callout("warning", "3 Active Grid Alerts", "Substation B4 transformer temperature high | Frequency drop detected in North Region (49.82 Hz) | High wind generation ramp-down expected.")
+
+kpiRow = Card([loadBadge, capProgress, priceBadge, emissionsBadge], "sunk", "row", "m", "center", "between")
+loadBadge = Badge("Current Load: 28,450 MW", "default")
+capProgress = Progress(88, "Grid Capacity Utilization (28.45 GW / 32.30 GW Max)")
+priceBadge = Badge("Wholesale Price: $64.20 / MWh", "outline")
+emissionsBadge = Badge("CO2 Emissions Today: 142.5 gCO2/kWh", "secondary")
+
+mainTabs = Tabs([overviewTab, plantsTab, forecastTab, outagesTab, actionsTab])
+
+overviewTab = TabItem("overview", "Overview & Region", [regionCard, genSplitHeader, genSplitChart])
+
+regionCard = Card([regionSelectForm], "clear", "row", "m", "center")
+regionSelectForm = Form("region-filter", regionFormButtons, [regionControl])
+regionControl = FormControl("Focus Region", regionSelect, "Filter live telemetry by grid operational zone")
+regionSelect = Select("selected_region", [regAll, regNorth, regSouth, regEast, regWest], "Select Region...")
+regAll = SelectItem("all", "All Regions (National View)")
+regNorth = SelectItem("north", "North Transmission Zone")
+regSouth = SelectItem("south", "South Metro & Coast")
+regEast = SelectItem("east", "East Industrial Corridor")
+regWest = SelectItem("west", "West Renewables Hub")
+regionFormButtons = Buttons([applyRegBtn])
+applyRegBtn = Button("Apply Region Filter", null, "secondary", "normal", "small")
+
+genSplitHeader = Heading("Generation Mix by Source", "h3")
+genSplitChart = PieChart(["Wind", "Solar", "Nuclear", "Natural Gas", "Hydro", "Coal Import"], [12400, 4100, 6200, 4150, 1100, 500], "donut", "circular")
+
+plantsTab = TabItem("plants", "Power Plants", [plantsHeader, plantsTable])
+plantsHeader = Heading("Active Generation Assets", "h3")
+plantsTable = Table([plantNameCol, plantTypeCol, plantRegionCol, plantOutputCol, plantCapCol, plantStatusCol])
+plantNameCol = Col("Plant Name", ["Hornsea Array", "Sizewell B", "Dungeness Gas", "Cruachan Hydro", "Drax Biomass/Gas", "Walney Offshore"])
+plantTypeCol = Col("Primary Source", ["Wind", "Nuclear", "Gas Turbine", "Hydro Pumped", "Gas / Bio", "Wind"])
+plantRegionCol = Col("Region", ["North", "East", "South", "West", "North", "North"])
+plantOutputCol = Col("Current Output", ["2,150 MW", "1,200 MW", "850 MW", "440 MW", "1,100 MW", "980 MW"])
+plantCapCol = Col("Max Capacity", ["2,400 MW", "1,200 MW", "1,200 MW", "440 MW", "1,980 MW", "1,020 MW"])
+plantStatusCol = Col("Status", ["ONLINE (Normal)", "ONLINE (Base)", "ONLINE (Peaker)", "STANDBY", "ONLINE (Derated)", "ONLINE (Normal)"])
+
+forecastTab = TabItem("forecast", "24h Demand Forecast", [forecastHeader, forecastChart])
+forecastHeader = Heading("24-Hour Electricity Demand & Capacity Margin (MW)", "h3")
+forecastChart = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00"], [demandSeries, capacitySeries], "natural", "Time of Day", "Megawatts (MW)")
+demandSeries = Series("Forecast Demand", [21000, 19500, 22400, 29100, 31200, 30500, 32100, 26800])
+capacitySeries = Series("Available Capacity", [32300, 32300, 32300, 32300, 32300, 32300, 32300, 32300])
+
+outagesTab = TabItem("outages", "Outages & Maintenance", [outagesHeader, outagesTable, sep1, maintHeader, maintTable])
+outagesHeader = Heading("Active Network Outages", "h3")
+outagesTable = Table([outageIdCol, outageRegionCol, outageAssetCol, outageCauseCol, outageAffectedCol, outageEtcCol])
+outageIdCol = Col("Outage ID", ["OUT-8821", "OUT-8834", "OUT-8840"])
+outageRegionCol = Col("Affected Region", ["North Zone", "East Corridor", "South Coast"])
+outageAssetCol = Col("Substation / Line", ["Substation B4 - T2", "275kV Line L8-L9", "Feeder 11kV-S9"])
+outageCauseCol = Col("Root Cause", ["Transformer Overheat", "Storm Damage / Line Snap", "Breaker Trip"])
+outageAffectedCol = Col("Customers Affected", ["42,000", "18,500", "3,200"])
+outageEtcCol = Col("Est. Restoration", ["14:30 Today", "18:00 Today", "11:15 Today"])
+
+sep1 = Separator("horizontal")
+
+maintHeader = Heading("Planned Maintenance (This Month)", "h3")
+maintTable = Table([maintIdCol, maintAssetCol, maintRegionCol, maintWindowCol, maintImpactCol])
+maintIdCol = Col("Job ID", ["MNT-041", "MNT-048", "MNT-052", "MNT-061"])
+maintAssetCol = Col("Equipment", ["Grid Interconnector 1", "North Array Relay Upgrade", "Reactor Refuelling Outage", "HVDC Converter Station A"])
+maintRegionCol = Col("Region", ["South", "North", "East", "West"])
+maintWindowCol = Col("Scheduled Dates", ["Oct 12 - Oct 15", "Oct 18 - Oct 19", "Oct 20 - Nov 05", "Oct 28 - Oct 30"])
+maintImpactCol = Col("Capacity Impact", ["-1,000 MW", "-300 MW", "-600 MW", "-500 MW"])
+
+actionsTab = TabItem("actions", "Curtailment Controls", [curtailHeader, curtailForm])
+curtailHeader = Heading("Issue Emergency Demand / Generation Curtailment Order", "h3")
+curtailForm = Form("curtailment-order", curtailButtons, [curtailTargetControl, curtailTypeControl, curtailMwControl, curtailReasonControl])
+curtailTargetControl = FormControl("Target Zone / Asset", curtailTargetSelect)
+curtailTargetSelect = Select("target_asset", [tarNorthInd, tarWestWind, tarSouthCommercial], "Select Target...")
+tarNorthInd = SelectItem("north_ind", "North Zone - Heavy Industrial Load Block A")
+tarWestWind = SelectItem("west_wind", "West Zone - Renewable Wind Farm Group 3")
+tarSouthCommercial = SelectItem("south_comm", "South Metro - Demand Response Tier 2")
+
+curtailTypeControl = FormControl("Action Type", curtailTypeRadio)
+curtailTypeRadio = RadioGroup("action_type", [actGenDrop, actLoadShed], "gen_drop")
+actGenDrop = RadioItem("Generation Curtailment", "Instruct generators to ramp down output", "gen_drop")
+actLoadShed = RadioItem("Load Shedding / Demand Response", "Drop non-essential industrial load", "load_shed")
+
+curtailMwControl = FormControl("Curtailment Volume (MW)", curtailSlider, "Set magnitude in Megawatts")
+curtailSlider = Slider("curtail_mw", "discrete", 50, 2000, 50, [250], "MW Target")
+
+curtailReasonControl = FormControl("Instruction Justification", curtailReasonInput)
+curtailReasonInput = TextArea("reason", "Grid safety constraint mitigation due to thermal overload risk.", 3)
+
+curtailButtons = Buttons([issueOrderBtn, cancelOrderBtn])
+issueOrderBtn = Button("TRANSMIT CURTAILMENT ORDER", null, "primary", "destructive", "medium")
+cancelOrderBtn = Button("Clear Form", null, "tertiary", "normal", "medium")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Focus on North Zone details")
+f2 = FollowUpItem("Show 7-day demand history")
+f3 = FollowUpItem("Simulate 500 MW wind drop")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r3.txt
new file mode 100644
index 000000000..087d2d07f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r3.txt
@@ -0,0 +1,137 @@
+root = Card([header, mainGrid, followUps], "sunk", "column", "m")
+
+header = Card([headerTitle, headerActions], "clear", "row", "m", "center", "between")
+headerTitle = CardHeader("National Grid Control Center", "Live Power Network Operations & Telemetry")
+headerActions = Buttons([regionSelectBtn, alertDrawerBtn])
+
+regionSelectBtn = DialogBlock("Select Region", "Filter Network View", "Choose a control region to focus monitoring and controls.", regionForm, "outline")
+regionForm = Form("region-filter", regionFormBtns, [regionControl])
+regionControl = FormControl("Control Region", regionSelect)
+regionSelect = Select("region", [regAll, regNorth, regSouth, regEast, regWest], "All Regions (National)")
+regAll = SelectItem("all", "All Regions (National)")
+regNorth = SelectItem("north", "Northern Grid")
+regSouth = SelectItem("south", "Southern Metro")
+regEast = SelectItem("east", "Eastern Coastal")
+regWest = SelectItem("west", "Western Industrial")
+regionFormBtns = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply Region Filter", null, "primary")
+
+alertDrawerBtn = DrawerBlock("Live Alert Log (3)", "Real-time System Alerts", "Active alarms and network events requiring operator attention.", alertList)
+alertList = Card([alert1, alert2, alert3], "clear", "column", "s")
+alert1 = Callout("error", "CRITICAL: Busbar Overload", "Substation B-14 (North) operating at 98% rated thermal limit. Contingency active.")
+alert2 = Callout("warning", "Frequency Drift", "System frequency dropped to 49.85 Hz due to unforecasted solar drop in East sector.")
+alert3 = Callout("info", "Curtailment Executed", "Solar Farm SF-03 output reduced by 40MW per automated dispatch order.")
+
+mainGrid = Tabs([tabOverview, tabPlants, tabOutages, tabCurtailment])
+
+tabOverview = TabItem("overview", "Overview & Grid Status", [overviewRows])
+overviewRows = Card([kpiRow, chartsRow, priceAndEmissionsRow], "clear", "column", "m")
+
+kpiRow = Card([loadKpi, capacityKpi, priceKpi, emissionsKpi], "card", "row", "m", "stretch", "between")
+
+loadKpi = Card([loadTitle, loadVal, loadSub], "clear", "column", "xs")
+loadTitle = TextContent("Current Network Load", "small-heavy")
+loadVal = TextContent("32,450 MW", "large-heavy")
+loadSub = Badge("Peak Demand Window", "secondary")
+
+capacityKpi = Card([capTitle, capVal, capProgress], "clear", "column", "xs")
+capTitle = TextContent("Capacity Utilization", "small-heavy")
+capVal = TextContent("88.2%", "large-heavy")
+capProgress = Progress(88, "32.45 GW / 36.80 GW Max")
+
+priceKpi = Card([priceTitle, priceVal, priceBadge], "clear", "column", "xs")
+priceTitle = TextContent("Current Wholesale Price", "small-heavy")
+priceVal = TextContent("$78.50 / MWh", "large-heavy")
+priceBadge = Badge("+12.4% vs prev hour", "destructive")
+
+emissionsKpi = Card([emTitle, emVal, emSub], "clear", "column", "xs")
+emTitle = TextContent("Emissions Today", "small-heavy")
+emVal = TextContent("14,280 tCO₂", "large-heavy")
+emSub = Badge("182 gCO₂/kWh (Low)", "outline")
+
+chartsRow = Card([genChartCard, forecastChartCard], "clear", "row", "m")
+
+genChartCard = Card([genChartHeader, genChart], "card", "column", "s")
+genChartHeader = CardHeader("Generation Split by Source", "Current real-time energy mix")
+genChart = PieChart(["Nuclear", "Gas (CCGT)", "Wind", "Solar", "Hydro", "Imports"], [8200, 11400, 7800, 2900, 1400, 750], "donut")
+
+forecastChartCard = Card([forecastHeader, forecastChart], "card", "column", "s")
+forecastHeader = CardHeader("24-Hour Demand Forecast vs Capacity", "Predicted MW demand against available headroom")
+forecastChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [demandSeries, capacitySeries], "natural", "Time", "Megawatts (MW)")
+demandSeries = Series("Forecast Demand", [22000, 19500, 28000, 34500, 33000, 35800, 26000])
+capacitySeries = Series("Available Capacity", [36800, 36800, 36800, 36800, 36800, 36800, 36800])
+
+priceAndEmissionsRow = Card([liveAlertsBanner, maintenanceCard], "clear", "row", "m")
+
+liveAlertsBanner = Card([alertHeader, alert1Inline], "card", "column", "s")
+alertHeader = CardHeader("Latest Operational Alert", "Live feed update (1 min ago)")
+alert1Inline = Callout("warning", "High Reserve Utilization", "Operating reserves currently at 65% capacity. Secondary response ready.")
+
+maintenanceCard = Card([maintHeader, maintTable], "card", "column", "s")
+maintHeader = CardHeader("Planned Maintenance (This Month)", "Scheduled downtime and capacity derates")
+maintTable = Table([maintAsset, maintRegion, maintDates, maintImpact])
+maintAsset = Col("Asset / Line", ["TX-402 Transformer", "Unit 2 Gas Turbine", "HVDC Interconnector", "Substation West-8"])
+maintRegion = Col("Region", ["North", "West", "East", "West"])
+maintDates = Col("Window", ["12-14 Oct", "18-25 Oct", "20-21 Oct", "28 Oct"])
+maintImpact = Col("Capacity Impact", ["-400 MW", "-650 MW", "-1000 MW", "-150 MW"])
+
+tabPlants = TabItem("plants", "Power Plants & Fleet", [plantContent])
+plantContent = Card([plantHeader, plantTable], "card", "column", "m")
+plantHeader = CardHeader("Fleet Output & Operating Status", "Real-time telemetry across all generation assets")
+plantTable = Table([pName, pType, pRegion, pMax, pCurrent, pStatus])
+pName = Col("Plant Name", ["Apex Nuclear", "Bayfront CCGT", "Ridge Wind Farm", "Solaria Array", "Highland Hydro", "Valley Gas Peaker"])
+pType = Col("Type", ["Nuclear", "Gas", "Wind", "Solar", "Hydro", "Gas Peaker"])
+pRegion = Col("Region", ["North", "West", "East", "South", "North", "South"])
+pMax = Col("Max Cap (MW)", [2400, 1800, 1200, 800, 500, 600])
+pCurrent = Col("Current Output", ["2,400 MW", "1,420 MW", "980 MW", "610 MW", "320 MW", "0 MW"])
+pStatus = Col("Status", ["ONLINE - 100%", "ONLINE - LOAD FOLLOW", "ONLINE - CURTAILED", "ONLINE - NORMAL", "ONLINE - SPINNING", "STANDBY"])
+
+tabOutages = TabItem("outages", "Active Outages", [outageContent])
+outageContent = Card([outageHeader, outageTable], "card", "column", "m")
+outageHeader = CardHeader("Grid Faults & Transmission Outages", "Current forced and un-planned grid disconnects")
+outageTable = Table([oId, oRegion, oAsset, oAffected, oCause, oEtr])
+oId = Col("Incident ID", ["OUT-8902", "OUT-8915", "OUT-8922"])
+oRegion = Col("Affected Region", ["Northern Grid", "Southern Metro", "Western Industrial"])
+oAsset = Col("Asset Involved", ["33kV Feeder Line N-4", "Substation Metro-S South Bus", "220kV Line W-12"])
+oAffected = Col("Customers / MW Lost", ["14,200 / 45 MW", "2,100 / 12 MW", "0 / 180 MW (Industrial)"])
+oCause = Col("Root Cause", ["Storm / Tree Strike", "Equipment Trip", "Transformer Fault"])
+oEtr = Col("Est. Restoration", ["14:30 EST", "12:15 EST", "18:00 EST"])
+
+tabCurtailment = TabItem("curtailment", "Curtailment Control", [curtailmentContent])
+curtailmentContent = Card([curtailHeader, curtailFormCard], "card", "column", "m")
+curtailHeader = CardHeader("Order Emergency Generation Curtailment", "Dispatch direct power reduction commands to balancing units")
+
+curtailFormCard = Card([curtailWarning, curtailForm], "sunk", "column", "m")
+curtailWarning = Alert("Operator Action Advisory", "Executing a curtailment order dispatches binding signals directly to plant control systems.", "warning")
+
+curtailForm = Form("curtailment-order", curtailBtns, [cRegionFc, cPlantFc, cAmountFc, cReasonFc])
+cRegionFc = FormControl("Target Region", cRegionSelect)
+cRegionSelect = Select("curtail_region", [cRegE, cRegW, cRegN, cRegS], "Select region")
+cRegE = SelectItem("east", "Eastern Coastal")
+cRegW = SelectItem("west", "Western Industrial")
+cRegN = SelectItem("north", "Northern Grid")
+cRegS = SelectItem("south", "Southern Metro")
+
+cPlantFc = FormControl("Target Asset", cPlantSelect)
+cPlantSelect = Select("curtail_plant", [cP1, cP2, cP3], "Select plant")
+cP1 = SelectItem("ridge", "Ridge Wind Farm (Current: 980 MW)")
+cP2 = SelectItem("solaria", "Solaria Array (Current: 610 MW)")
+cP3 = SelectItem("bayfront", "Bayfront CCGT (Current: 1420 MW)")
+
+cAmountFc = FormControl("Curtailment Amount (MW)", cAmountInput, "Specify MW reduction or set to 0 for full shutoff")
+cAmountInput = Input("curtail_mw", "100", "number")
+
+cReasonFc = FormControl("Dispatch Reason", cReasonSelect)
+cReasonSelect = Select("curtail_reason", [cR1, cR2, cR3], "Select justification")
+cR1 = SelectItem("congest", "Transmission Line Congestion")
+cR2 = SelectItem("overfreq", "System Over-Frequency Response")
+cR3 = SelectItem("economics", "Negative Local Locational Marginal Price")
+
+curtailBtns = Buttons([submitCurtailBtn, resetCurtailBtn])
+submitCurtailBtn = Button("Issue Binding Curtailment Order", null, "primary")
+resetCurtailBtn = Button("Cancel", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed load breakdown for Northern Grid")
+f2 = FollowUpItem("Simulate tripping 500MW generator at 18:00 peak")
+f3 = FollowUpItem("Download today's emissions and generation report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r4.txt
new file mode 100644
index 000000000..f10418e98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-power__r4.txt
@@ -0,0 +1,111 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("National Grid Power Console", "Live Telemetry & Control System | Node: Alpha-1")
+
+mainGrid = Card([topStats, alertSection, mainTabs], "clear", "column", "l")
+
+topStats = Card([loadKpi, capacityKpi, priceKpi, emissionsKpi], "sunk", "row", "m")
+
+loadKpi = Card([loadHeader, loadVal, loadSub], "card", "column", "xs")
+loadHeader = TextContent("Current Demand", "small-heavy")
+loadVal = Heading("38,420 MW", "h2")
+loadSub = TextContent("Peak Expected: 41,200 MW", "small")
+
+capacityKpi = Card([capHeader, capVal, capProgress], "card", "column", "xs")
+capHeader = TextContent("Grid Reserve Margin", "small-heavy")
+capVal = Heading("88.3%", "h2")
+capProgress = Progress(88.3, "Capacity Threshold")
+
+priceKpi = Card([priceHeader, priceVal, priceSub], "card", "column", "xs")
+priceHeader = TextContent("Wholesale Price", "small-heavy")
+priceVal = Heading("$64.20", "h2")
+priceSub = TextContent("USD / MWh (Spot)", "small")
+
+emissionsKpi = Card([emHeader, emVal, emSub], "card", "column", "xs")
+emHeader = TextContent("Emissions Today", "small-heavy")
+emVal = Heading("142.8 kt", "h2")
+emSub = Badge("12% vs Yesterday", "secondary")
+
+alertSection = Callout("warning", "Grid Alert: High Load in Eastern Region", "Substation E-42 operating at 96% rating. Secondary spinning reserves activated. Automated monitoring active.")
+
+mainTabs = Tabs([overviewTab, plantsTab, outagesTab, actionsTab])
+
+overviewTab = TabItem("overview", "Grid Status & Forecast", [overviewContent])
+overviewContent = Card([regionSelect, genAndForecast], "clear", "column", "m")
+
+regionSelect = Card([regionLabel, regionButtons], "card", "row", "m", "center")
+regionLabel = TextContent("Focus Region:", "small-heavy")
+regionButtons = Buttons([regAll, regNorth, regEast, regSouth, regWest])
+regAll = Button("All Regions", null, "primary")
+regNorth = Button("North", null, "tertiary")
+regEast = Button("East", null, "tertiary")
+regSouth = Button("South", null, "tertiary")
+regWest = Button("West", null, "tertiary")
+
+genAndForecast = Card([genCard, forecastCard], "clear", "row", "m")
+
+genCard = Card([genTitle, genChart], "card", "column", "s")
+genTitle = Heading("Generation Mix (MW)", "h4")
+genChart = PieChart(["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"], [14200, 11500, 6400, 3100, 2800, 1200], "donut")
+
+forecastCard = Card([forecastTitle, forecastChart], "card", "column", "s")
+forecastTitle = Heading("24-Hour Demand Forecast vs Capacity", "h4")
+forecastChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "24:00"], [demandSeries, capSeries], "natural", "Time", "Megawatts (MW)")
+demandSeries = Series("Demand Forecast", [31000, 28500, 34200, 40100, 41200, 39500, 33000])
+capSeries = Series("Available Capacity", [43500, 43500, 43500, 43500, 43500, 43500, 43500])
+
+plantsTab = TabItem("plants", "Power Plants", [plantsTable])
+plantsTable = Table([pName, pType, pRegion, pOutput, pStatus])
+pName = Col("Facility Name", ["Highland Nuclear", "Bayfront Gas", "Prairie Wind Farm", "Valley Hydro", "Solar Array One", "Cedar Coal Plant"])
+pType = Col("Type", ["Nuclear", "CCGT Gas", "Wind", "Hydro", "Solar", "Thermal Coal"])
+pRegion = Col("Region", ["North", "East", "West", "North", "South", "East"])
+pOutput = Col("Current Output", ["2,400 MW", "1,850 MW", "1,240 MW", "820 MW", "450 MW", "0 MW"])
+pStatus = Col("Status", ["ONLINE", "ONLINE", "ONLINE", "ONLINE", "ONLINE", "OFFLINE"])
+
+outagesTab = TabItem("outages", "Outages & Maintenance", [outageContent])
+outageContent = Card([outageTitle, outageTable, maintTitle, maintTable], "clear", "column", "m")
+
+outageTitle = Heading("Active Unplanned Outages", "h4")
+outageTable = Table([oId, oRegion, oAsset, oImpact, oEta])
+oId = Col("Incident ID", ["OUT-8821", "OUT-8834"])
+oRegion = Col("Affected Region", ["East Substation-12", "South Metro Grid"])
+oAsset = Col("Asset Affected", ["500kV Feeder Line B", "33kV Distribution Sub"])
+oImpact = Col("Load Lost", ["140 MW", "45 MW"])
+oEta = Col("Est. Restoration", ["14:30 EST", "16:00 EST"])
+
+maintTitle = Heading("Planned Maintenance (This Month)", "h4")
+maintTable = Table([mId, mRegion, mScope, mDates, mStatus])
+mId = Col("Job ID", ["MNT-402", "MNT-409", "MNT-415"])
+mRegion = Col("Region", ["West", "North", "East"])
+mScope = Col("Scope of Work", ["Turbine overhaul Unit 2", "Transformer replacement", "Scada node firmware update"])
+mDates = Col("Schedule Window", ["Oct 12 - Oct 18", "Oct 22 - Oct 23", "Oct 28 - Oct 29"])
+mStatus = Col("Approval", ["APPROVED", "SCHEDULED", "PENDING"])
+
+actionsTab = TabItem("curtailment", "Load Control & Dispatch", [curtailForm])
+curtailForm = Form("curtailment-order", curtailButtons, [targetRegion, loadAmount, protocolSelect, reasonInput])
+targetRegion = FormControl("Target Grid Region", regionSelectInput, "Select region requiring immediate load shed")
+regionSelectInput = Select("region", [optEast, optNorth, optSouth, optWest], "Select region...")
+optEast = SelectItem("east", "Eastern Grid (High Load Warning)")
+optNorth = SelectItem("north", "Northern Grid")
+optSouth = SelectItem("south", "Southern Grid")
+optWest = SelectItem("west", "Western Grid")
+
+loadAmount = FormControl("Curtailment Volume (MW)", loadInput, "Specify capacity to trip or ramp down")
+loadInput = Input("load_mw", "e.g. 250", "number")
+
+protocolSelect = FormControl("Dispatch Protocol", protocolRadio)
+protocolRadio = RadioGroup("protocol", [p1, p2, p3])
+p1 = RadioItem("Tier 1 - Interruptible Industrial Tariffs", "Sheds voluntary commercial loads first", "t1")
+p2 = RadioItem("Tier 2 - Battery Storage Discharge", "Calls upon grid-scale battery reserves", "t2")
+p3 = RadioItem("Tier 3 - Rolling Rotational Curtailment", "Emergency residential load shedding", "t3")
+
+reasonInput = FormControl("Operational Justification", reasonArea, "Mandatory logging requirement for grid auditors")
+reasonArea = TextArea("justification", "Describe grid conditions triggering this emergency dispatch...")
+
+curtailButtons = Buttons([submitCurtail, emergencyTrip])
+submitCurtail = Button("Execute Curtailment Order", null, "primary", "destructive")
+emergencyTrip = Button("Manual Grid Trip (Full Reset)", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Isolate Eastern Region telemetry")
+f2 = FollowUpItem("Export daily emissions report")
+f3 = FollowUpItem("Simulate 500 MW wind drop-off")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..6caaa0fb7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r1.txt
@@ -0,0 +1,97 @@
+root = Card([header, storeSelector, kpiGrid, chartsSection, middleSection, promoSection, registerSection, outOfStockSection, reorderDialog, followUp], "card", "column", "l")
+
+header = CardHeader("Store Manager Daily Console", "Downtown Flagship - Store #104 | Live Updates")
+
+storeSelector = Buttons([viewStoreBtn, refreshBtn])
+viewStoreBtn = Button("Switch Store / Region", null, "secondary")
+refreshBtn = Button("Refresh Console Data", null, "tertiary")
+
+kpiGrid = Table([kpiMetricCol, kpiValueCol, kpiTargetCol])
+kpiMetricCol = Col("KPI Metric", ["Sales Today (Item 1)", "Avg Basket Size (Item 6)", "Returns This Week (Item 7)", "Foot Traffic Total"])
+kpiValueCol = Col("Current Value", ["$12,850", "$48.20", "24 items ($1,120)", "1,420 visitors"])
+kpiTargetCol = Col("Target / Goal", ["$15,000 Target (85.6%)", "$45.00 Target (+7.1%)", "< 30 items Target", "1,800 visitors Target"])
+
+chartsSection = Tabs([tabTraffic, tabWeekComp])
+
+tabTraffic = TabItem("traffic", "Foot Traffic Today (Item 2)", [trafficChart])
+trafficChart = BarChart(["8 AM", "10 AM", "12 PM", "2 PM", "4 PM", "6 PM", "8 PM"], [trafficSeries], "grouped", "Time of Day", "Visitors")
+trafficSeries = Series("Hourly Visitors", [45, 120, 280, 310, 240, 290, 135])
+
+tabWeekComp = TabItem("weekComp", "This Week vs Last Week (Item 12)", [weekCompChart])
+weekCompChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "natural", "Day of Week", "Revenue ($)")
+thisWeekSeries = Series("This Week", [11200, 12850, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last Week", [10500, 11900, 13100, 12400, 16800, 21000, 14500])
+
+middleSection = Card([bestSellersCard, shiftCard], "clear", "row", "m")
+
+bestSellersCard = Card([bestSellersHeader, bestSellersTable], "sunk", "column", "s")
+bestSellersHeader = CardHeader("Top Best Sellers Today (Item 3)")
+bestSellersTable = Table([bsItemCol, bsCategoryCol, bsUnitsCol, bsRevCol])
+bsItemCol = Col("Item Name", ["Organic Espresso Beans 1lb", "Oat Milk 32oz", "Stainless Water Bottle", "Artisanal Sourdough", "Dark Chocolate Bar 70%"])
+bsCategoryCol = Col("Category", ["Pantry", "Dairy/Alt", "Merch", "Bakery", "Snacks"])
+bsUnitsCol = Col("Units Sold", [142, 118, 85, 64, 59])
+bsRevCol = Col("Revenue", ["$2,130", "$590", "$2,125", "$448", "$295"])
+
+shiftCard = Card([shiftHeader, shiftList], "sunk", "column", "s")
+shiftHeader = CardHeader("Who is On Shift Today (Item 5)")
+shiftList = ListBlock([shiftUser1, shiftUser2, shiftUser3, shiftUser4, shiftUser5])
+shiftUser1 = ListItem("Sarah Jenkins (Store Manager)", "Shift: 07:00 AM - 03:30 PM | On Floor")
+shiftUser2 = ListItem("Marcus Chen (Shift Supervisor)", "Shift: 08:00 AM - 04:30 PM | Registers")
+shiftUser3 = ListItem("Elena Rostova (Inventory Lead)", "Shift: 06:00 AM - 02:30 PM | Backroom")
+shiftUser4 = ListItem("David Kim (Sales Associate)", "Shift: 10:00 AM - 06:30 PM | Customer Service")
+shiftUser5 = ListItem("Maya Patel (Sales Associate)", "Shift: 12:00 PM - 08:30 PM | Floor")
+
+promoSection = Card([promoHeader, promoTable], "sunk", "column", "s")
+promoHeader = CardHeader("Running Promotion Performance (Item 8)")
+promoTable = Table([promoNameCol, promoDiscountCol, promoRedeemCol, promoSalesCol, promoStatusCol])
+promoNameCol = Col("Promotion Name", ["Spring Beverage BOGO", "Bakery Bundle & Save", "Member Perks Double Pts", "Eco Bottle Clearance"])
+promoDiscountCol = Col("Type", ["Buy 1 Get 1 50% Off", "Save $3 on 2 items", "2x Loyalty Points", "20% Off Select Items"])
+promoRedeemCol = Col("Redemptions Today", [86, 42, 129, 18])
+promoSalesCol = Col("Lift Revenue", ["$1,290", "$378", "$4,120", "$450"])
+promoStatusCol = Col("Status", ["Active (High)", "Active (Med)", "Active (High)", "Ending Soon"])
+
+registerSection = Card([registerHeader, registerStatusGrid], "sunk", "column", "s")
+registerHeader = CardHeader("Register & Lane Status (Item 9)")
+registerStatusGrid = Table([regNumCol, regStaffCol, regStatusCol, regTxCol])
+regNumCol = Col("Register / Lane", ["Lane 01 (Main)", "Lane 02 (Main)", "Lane 03 (Express)", "Lane 04 (Express)", "Kiosk A (Self-Checkout)"])
+regStaffCol = Col("Assigned Cashier", ["Marcus Chen", "David Kim", "Unassigned", "Unassigned", "Automated Monitor"])
+regStatusCol = Col("Status", ["OPEN", "OPEN", "CLOSED", "CLOSED", "OPEN"])
+regTxCol = Col("Transactions Today", [184, 142, 0, 0, 215])
+
+outOfStockSection = Card([oosHeader, oosAlert, oosTable], "sunk", "column", "s")
+oosHeader = CardHeader("Items Out of Stock (Item 4)")
+oosAlert = Alert("Inventory Attention Needed", "4 core items are completely out of stock. Instant supplier reorder available below.", "warning")
+oosTable = Table([oosSkuCol, oosNameCol, oosCatCol, oosDaysCol])
+oosSkuCol = Col("SKU", ["SKU-4821", "SKU-9012", "SKU-3311", "SKU-1089"])
+oosNameCol = Col("Product Description", ["Cold Brew Concentrate 64oz", "Gluten-Free Almond Crackers", "Almond Milk Unsweetened 32oz", "Organic Green Tea 20pk"])
+oosCatCol = Col("Category", ["Beverages", "Snacks", "Dairy/Alt", "Pantry"])
+oosDaysCol = Col("Days Out", ["2 Days", "1 Day", "Today", "Today"])
+
+reorderDialog = DialogBlock("Reorder Stock Now (Item 10)", "Inventory Quick Reorder Form", "Select out-of-stock items and confirm purchase order to main distribution warehouse.", reorderForm)
+
+reorderForm = Form("reorderFormSubmit", reorderFormButtons, [reorderSkuControl, reorderQtyControl, reorderVendorControl, reorderNotesControl])
+reorderSkuControl = FormControl("Select Item to Reorder", reorderSkuSelect)
+reorderSkuSelect = Select("itemSku", [skuOpt1, skuOpt2, skuOpt3, skuOpt4], "Choose an item...")
+skuOpt1 = SelectItem("SKU-4821", "SKU-4821 - Cold Brew Concentrate 64oz")
+skuOpt2 = SelectItem("SKU-9012", "SKU-9012 - Gluten-Free Almond Crackers")
+skuOpt3 = SelectItem("SKU-3311", "SKU-3311 - Almond Milk Unsweetened 32oz")
+skuOpt4 = SelectItem("SKU-1089", "SKU-1089 - Organic Green Tea 20pk")
+
+reorderQtyControl = FormControl("Order Quantity (Cases)", reorderQtyInput)
+reorderQtyInput = Input("orderQty", "25", "number")
+
+reorderVendorControl = FormControl("Preferred Supplier / Warehouse", reorderVendorSelect)
+reorderVendorSelect = Select("vendorId", [vOpt1, vOpt2], "Select supplier")
+vOpt1 = SelectItem("wh-main", "Central Regional Warehouse (Next Day)")
+vOpt2 = SelectItem("wh-direct", "Direct Vendor Express Delivery")
+
+reorderNotesControl = FormControl("Delivery / PO Notes", reorderNotesInput)
+reorderNotesInput = TextArea("orderNotes", "Urgent priority replenishment for weekend rush.")
+
+reorderFormButtons = Buttons([submitReorderBtn])
+submitReorderBtn = Button("Submit Reorder Purchase Order", null, "primary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("View detailed cashier hourly throughput")
+f2 = FollowUpItem("Generate weekly store performance PDF report")
+f3 = FollowUpItem("Adjust promotional discounts for next week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..dfdc02907
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r2.txt
@@ -0,0 +1,98 @@
+root = Card([header, storeAlert, kpiGrid, storeSelector, tabs, reorderDrawer, followUp], "card", "column", "l")
+
+header = CardHeader("Store Manager Daily Console", "Downtown Flagship Branch #104 • Live Overview")
+
+storeAlert = Alert("Stock Alert & Register Status", "2 critical items out of stock. Register #3 is currently offline.", "warning")
+
+kpiGrid = Table([kpiMetric, kpiToday, kpiTarget, kpiStatus])
+kpiMetric = Col("Metric", ["Sales Today (1)", "Avg Basket Size (6)", "Returns This Week (7)"])
+kpiToday = Col("Current / Actual", ["$14,850", "$42.50", "34 items ($1,120)"])
+kpiTarget = Col("Target / Benchmark", ["$16,000", "$40.00", "< 50 items"])
+kpiStatus = Col("Status", ["92.8% of Target", "+6.2% vs Target", "Within Threshold"])
+
+storeSelector = DialogBlock("Switch Branch Location (11)", "Select Store Location", "Choose a different branch to view its live manager console.", storeList)
+storeList = Form("store_select", storeButtons, [storeControl])
+storeControl = FormControl("Select Branch", storeSelect)
+storeSelect = Select("store_id", [store1, store2, store3], "Choose location...")
+store1 = SelectItem("104", "Downtown Flagship Branch #104 (Current)")
+store2 = SelectItem("108", "Westside Mall Branch #108")
+store3 = SelectItem("112", "Northside Retail Park #112")
+storeButtons = Buttons([switchBtn])
+switchBtn = Button("Switch View", null, "primary")
+
+tabs = Tabs([trafficTab, salesPerformanceTab, inventoryTab, opsTab])
+
+trafficTab = TabItem("traffic", "Traffic & Weekly Comp (2, 12)", [trafficHeader, trafficChart, compHeader, compChart])
+trafficHeader = Heading("Foot Traffic Through the Day (2)", "h3")
+trafficChart = BarChart(["8 AM", "10 AM", "12 PM", "2 PM", "4 PM", "6 PM", "8 PM"], [trafficSeries], "grouped", "Time of Day", "Visitors")
+trafficSeries = Series("Hourly Traffic", [45, 120, 280, 310, 245, 380, 190])
+
+compHeader = Heading("This Week vs Last Week Performance (12)", "h3")
+compChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "natural", "Day of Week", "Revenue ($)")
+thisWeekSeries = Series("This Week", [12400, 13800, 14850, 0, 0, 0, 0])
+lastWeekSeries = Series("Last Week", [11800, 12900, 13500, 14200, 16800, 19500, 15100])
+
+salesPerformanceTab = TabItem("performance", "Best Sellers & Promos (3, 8)", [bestSellersHeader, bestSellersTable, promoHeader, promoTable])
+bestSellersHeader = Heading("Top Selling Products Today (3)", "h3")
+bestSellersTable = Table([bsRank, bsItem, bsCategory, bsUnits, bsRevenue])
+bsRank = Col("Rank", ["#1", "#2", "#3", "#4", "#5"])
+bsItem = Col("Product Name", ["Organic Dark Roast Coffee 12oz", "Avocado Toast Blend", "Almond Milk 1L", "Artisan Sourdough Loaf", "Cold Brew 16oz"])
+bsCategory = Col("Category", ["Grocery", "Bakery", "Dairy Alt", "Bakery", "Beverage"])
+bsUnits = Col("Units Sold Today", [142, 98, 86, 74, 69])
+bsRevenue = Col("Total Sales ($)", ["$1,988.00", "$882.00", "$429.00", "$444.00", "$379.50"])
+
+promoHeader = Heading("Active Running Promotions Performance (8)", "h3")
+promoTable = Table([promoName, promoDiscount, promoRedemptions, promoSales, promoStatus])
+promoName = Col("Promotion Name", ["Morning Coffee & Pastry Combo", "Dairy-Free Week Special", "Buy 2 Get 1 Sourdough"])
+promoDiscount = Col("Offer", ["20% Off Bundle", "$1.00 Off Almond Milk", "B2G1 Free"])
+promoRedemptions = Col("Redemptions Today", [112, 86, 41])
+promoSales = Col("Attributed Lift", ["+$1,340", "+$429", "+$246"])
+promoStatus = Col("Performance", ["Exceeding Target", "On Target", "Underperforming"])
+
+inventoryTab = TabItem("inventory", "Stock & Reorders (4, 10)", [stockCallout, stockTable])
+stockCallout = Callout("error", "OutOfStock Items Identified (4)", "The following items are completely depleted in main storage. Immediate reorder required.")
+stockTable = Table([stockItem, stockSKU, stockStatus, stockLastRestock])
+stockItem = Col("Item Description", ["Sparkling Water Lime 6-Pack", "Gluten-Free Granola 500g", "Greek Yogurt Vanilla 32oz", "Matcha Powder 100g"])
+stockSKU = Col("SKU Code", ["SKU-8821", "SKU-4402", "SKU-1193", "SKU-9043"])
+stockStatus = Col("Inventory Level", ["OUT OF STOCK", "OUT OF STOCK", "Low Stock (3 left)", "Low Stock (5 left)"])
+stockLastRestock = Col("Last Restocked", ["Yesterday", "2 days ago", "Today 6 AM", "Yesterday"])
+
+opsTab = TabItem("ops", "Staff & Registers (5, 9)", [staffHeader, staffList, regHeader, regTable])
+staffHeader = Heading("Staff On Shift Today (5)", "h3")
+staffList = ListBlock([staff1, staff2, staff3, staff4])
+staff1 = ListItem("Sarah Jenkins", "Store Supervisor • Morning Shift (6:00 AM - 2:30 PM)")
+staff2 = ListItem("Marcus Chen", "Head Cashier • Register 1 • Full Day (7:30 AM - 4:00 PM)")
+staff3 = ListItem("Elena Rostova", "Floor Associate • Restock & Inventory (8:00 AM - 4:30 PM)")
+staff4 = ListItem("David Miller", "Cashier • Register 2 • Peak Shift (10:00 AM - 6:30 PM)")
+
+regHeader = Heading("Register Status Overview (9)", "h3")
+regTable = Table([regNum, regCashier, regState, regTransactions])
+regNum = Col("Register #", ["Register #1 (Express)", "Register #2 (Main)", "Register #3 (Main)", "Register #4 (Self-Checkout)"])
+regCashier = Col("Assigned Staff", ["Marcus Chen", "David Miller", "Unassigned", "Automated Monitor"])
+regState = Col("Status", ["OPEN", "OPEN", "CLOSED (Maintenance)", "OPEN"])
+regTransactions = Col("Tx Count Today", [184, 142, 0, 210])
+
+reorderDrawer = DrawerBlock("Quick Reorder Inventory (10)", "Inventory Reorder Portal", "Select stock items and set quantities for expedited supplier dispatch.", reorderForm)
+reorderForm = Form("reorder_form", reorderButtons, [reorderItemControl, reorderQtyControl, reorderSupplierControl])
+reorderItemControl = FormControl("Select Item to Reorder", reorderSelect)
+reorderSelect = Select("reorder_sku", [opt1, opt2, opt3], "Choose out-of-stock item...")
+opt1 = SelectItem("SKU-8821", "Sparkling Water Lime 6-Pack (Out of Stock)")
+opt2 = SelectItem("SKU-4402", "Gluten-Free Granola 500g (Out of Stock)")
+opt3 = SelectItem("SKU-1193", "Greek Yogurt Vanilla 32oz (Low Stock)")
+
+reorderQtyControl = FormControl("Order Quantity (Units)", reorderQty)
+reorderQty = Input("quantity", "100", "number")
+
+reorderSupplierControl = FormControl("Delivery Speed", reorderSpeed)
+reorderSpeed = RadioGroup("shipping_speed", [speedStandard, speedExpress])
+speedStandard = RadioItem("Standard Delivery", "Arrives in 2 business days", "standard")
+speedExpress = RadioItem("Overnight Express", "Arrives tomorrow morning (Priority)", "express")
+
+reorderButtons = Buttons([submitReorderBtn, cancelReorderBtn])
+submitReorderBtn = Button("Submit Reorder Purchase Order", null, "primary")
+cancelReorderBtn = Button("Cancel", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Generate end-of-day sales report")
+f2 = FollowUpItem("Call maintenance for Register #3")
+f3 = FollowUpItem("Review staff schedule for tomorrow")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..64cb558c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r3.txt
@@ -0,0 +1,79 @@
+root = Card([header, storeSelector, kpiGrid, salesTargetBlock, trafficSection, bestSellersTable, stockAlerts, shiftBlock, returnsSection, promoSection, registerStatus, reorderDrawer])
+header = CardHeader("Store Manager Console", "Downtown Flagship - #104 | Daily Operations Dashboard")
+storeSelector = DialogBlock("Switch Store View", "Select Store Location", "Choose a store location to view real-time daily operations data.", storeSelectForm, "outline")
+storeSelectForm = Form("select_store", storeSelectButtons, [storeField])
+storeField = FormControl("Store Location", storeSelectInput)
+storeSelectInput = Select("store_id", [store104, store102, store108, store115], "Select store...")
+store104 = SelectItem("104", "Downtown Flagship (#104)")
+store102 = SelectItem("102", "Westside Mall (#102)")
+store108 = SelectItem("108", "Suburban Plaza (#108)")
+store115 = SelectItem("115", "Airport Kiosk (#115)")
+storeSelectButtons = Buttons([applyStoreBtn])
+applyStoreBtn = Button("Apply Selection", null, "primary")
+kpiGrid = Card([basketKpi, returnsKpi], "sunk", "row", "m", "center", "between")
+basketKpi = TextCallout("info", "Avg Basket Size", "$48.50 (+4.2% vs target)")
+returnsKpi = TextCallout("warning", "Returns This Week", "42 items ($1,280 total value)")
+salesTargetBlock = Card([salesHeader, salesProgress, salesStats], "card", "column", "s")
+salesHeader = Heading("Today's Sales vs Target", "h3")
+salesProgress = Progress(78, "78% of Daily Target ($15,600 / $20,000)")
+salesStats = TextContent("Current Sales: **$15,600** | Remaining Target: **$4,400** | Projected EOD: **$21,200**", "small")
+trafficSection = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = Heading("Hourly Foot Traffic", "h3")
+trafficChart = AreaChart(["8 AM", "10 AM", "12 PM", "2 PM", "4 PM", "6 PM", "8 PM"], [trafficToday, trafficAvg], "natural", "Time of Day", "Visitors")
+trafficToday = Series("Today", [45, 120, 310, 280, 410, 350, 190])
+trafficAvg = Series("4-Wk Avg", [40, 100, 280, 250, 380, 310, 160])
+bestSellersTable = Card([bestSellersHeader, bestSellersData], "card", "column", "s")
+bestSellersHeader = Heading("Top Selling Items Today", "h3")
+bestSellersData = Table([productCol, unitsCol, revenueCol])
+productCol = Col("Product Name", ["Organic Whole Milk 1Gal", "Artisan Sourdough Loaf", "Avocado Medium", "Espresso Whole Bean 12oz", "Greek Yogurt Vanilla 32oz"])
+unitsCol = Col("Units Sold", [142, 98, 85, 64, 52])
+revenueCol = Col("Total Revenue", ["$708.58", "$587.02", "$126.65", "$959.36", "$311.48"])
+stockAlerts = Card([stockHeader, stockCallout, stockList], "card", "column", "s")
+stockHeader = Heading("Items Out of Stock", "h3")
+stockCallout = Callout("error", "Inventory Action Required", "3 high-demand items are completely out of stock today.")
+stockList = ListBlock([stock1, stock2, stock3])
+stock1 = ListItem("Oat Milk Unsweetened 64oz", "SKU: #88219 | Aisle 4 | Preferred Vendor: Oatly Dist.")
+stock2 = ListItem("Sparkling Water Lime 12pk", "SKU: #44102 | Aisle 2 | Preferred Vendor: BevCo")
+stock3 = ListItem("Dark Chocolate 70% Bar", "SKU: #12904 | Aisle 7 | Preferred Vendor: Confection Supply")
+shiftBlock = Card([shiftHeader, shiftList], "card", "column", "s")
+shiftHeader = Heading("Staff On Shift Today", "h3")
+shiftList = ListBlock([staff1, staff2, staff3, staff4])
+staff1 = ListItem("Sarah Jenkins", "Store Manager | Shift: 7:00 AM - 3:30 PM | Front Desk")
+staff2 = ListItem("Marcus Chen", "Head Cashier | Shift: 8:00 AM - 4:30 PM | Register 1")
+staff3 = ListItem("Elena Rostova", "Floor Associate | Shift: 10:00 AM - 6:30 PM | Aisles 1-5")
+staff4 = ListItem("David Miller", "Inventory Specialist | Shift: 6:00 AM - 2:30 PM | Stockroom")
+returnsSection = Card([returnsHeader, returnsChart], "card", "column", "m")
+returnsHeader = Heading("This Week vs Last Week Performance", "h3")
+returnsChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSales, lastWeekSales], "grouped", "Day of Week", "Sales ($)")
+thisWeekSales = Series("This Week", [18200, 19400, 21000, 15600, 0, 0, 0])
+lastWeekSales = Series("Last Week", [16800, 18100, 19500, 18900, 22400, 26100, 21800])
+promoSection = Card([promoHeader, promoTable], "card", "column", "s")
+promoHeader = Heading("Running Promotions Performance", "h3")
+promoTable = Table([promoNameCol, discountCol, redemptionsCol, promoSalesCol])
+promoNameCol = Col("Promotion Name", ["Buy 1 Get 1 50% Bakery", "Coffee & Pastry Combo", "Weekend Organic Produce 15%"])
+discountCol = Col("Discount", ["50% OFF 2nd item", "$2.00 Off Bundle", "15% OFF Category"])
+redemptionsCol = Col("Redemptions", [184, 126, 92])
+promoSalesCol = Col("Lifted Sales", ["$1,420.00", "$1,134.00", "$2,150.00"])
+registerStatus = Card([registerHeader, registerList], "card", "column", "s")
+registerHeader = Heading("Register Status", "h3")
+registerList = ListBlock([reg1, reg2, reg3, reg4])
+reg1 = ListItem("Register 01 - Main Express", "Status: OPEN | Cashier: Marcus Chen | Active Transactions: 42/hr")
+reg2 = ListItem("Register 02 - Grocery Main", "Status: OPEN | Cashier: Self-Checkout Monitor | Active Transactions: 38/hr")
+reg3 = ListItem("Register 03 - Grocery Backup", "Status: CLOSED | Maintenance Check Passed | Ready to Open")
+reg4 = ListItem("Register 04 - Customer Service", "Status: OPEN | Cashier: Sarah Jenkins | Active Transactions: 11/hr")
+reorderDrawer = DrawerBlock("Reorder Stock", "Quick Inventory Reorder", "Select an item and quantity to create a purchase order.", reorderForm)
+reorderForm = Form("reorder_item", reorderButtons, [reorderItemField, reorderQtyField, reorderVendorField])
+reorderItemField = FormControl("Select Item to Reorder", itemSelectInput)
+itemSelectInput = Select("sku", [item1, item2, item3], "Choose item...")
+item1 = SelectItem("#88219", "Oat Milk Unsweetened 64oz (#88219)")
+item2 = SelectItem("#44102", "Sparkling Water Lime 12pk (#44102)")
+item3 = SelectItem("#12904", "Dark Chocolate 70% Bar (#12904)")
+reorderQtyField = FormControl("Order Quantity (Cases)", qtyInput, "Standard case size: 12 units")
+qtyInput = Input("quantity", "10", "number")
+reorderVendorField = FormControl("Express Delivery", expressRadio)
+expressRadio = RadioGroup("shipping", [stdShip, expShip], "std")
+stdShip = RadioItem("Standard (2 Days)", "Regular supply chain dispatch", "std")
+expShip = RadioItem("Overnight Express", "Priority morning delivery (+15% fee)", "exp")
+reorderButtons = Buttons([submitReorderBtn, cancelReorderBtn])
+submitReorderBtn = Button("Submit Reorder", null, "primary")
+cancelReorderBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..28610dffb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-retail__r4.txt
@@ -0,0 +1,115 @@
+root = Card([header, storeSelector, kpiGrid, salesTargetCard, compCard, trafficCard, registerCard, promoCard, mainGrid, reorderDrawer, followUp])
+
+header = CardHeader("Daily Store Manager Console", "Store #402 - Downtown Metro | Tuesday, Oct 24")
+
+storeSelector = Form("store-select", storeSelectButtons, [storeField])
+storeField = FormControl("Select Store Location", storeSelectInput)
+storeSelectInput = Select("store_id", [store1, store2, store3, store4], "Switch store location...", null, "402")
+store1 = SelectItem("401", "Store #401 - Northside Mall")
+store2 = SelectItem("402", "Store #402 - Downtown Metro (Current)")
+store3 = SelectItem("403", "Store #403 - West End Plaza")
+store4 = SelectItem("404", "Store #404 - Airport Terminal B")
+storeSelectButtons = Buttons([switchBtn])
+switchBtn = Button("Switch Store", null, "secondary", "normal", "small")
+
+kpiGrid = Card([basketCard, returnsCard], "clear", "row", "m")
+
+basketCard = Card([basketHeader, basketBadge], "sunk", "column", "xs")
+basketHeader = CardHeader("$42.85", "Average Basket Size Today (+5.2% vs avg)")
+basketBadge = Badge("On Target", "secondary")
+
+returnsCard = Card([returnsHeader, returnsBadge], "sunk", "column", "xs")
+returnsHeader = CardHeader("34 Items ($1,120)", "Returns This Week (1.8% of gross sales)")
+returnsBadge = Badge("Low Return Rate", "default")
+
+salesTargetCard = Card([salesTargetHeader, salesProgress, salesCallout], "card", "column", "s")
+salesTargetHeader = CardHeader("Sales Today vs Target", "$14,250 of $16,000 Daily Goal (89.1%)")
+salesProgress = Progress(89, "89% of $16,000 Target")
+salesCallout = Callout("info", "Pacing Ahead", "On track to reach $16,800 by closing based on evening traffic projection.")
+
+compCard = Card([compHeader, compChart], "card", "column", "s")
+compHeader = CardHeader("Weekly Performance Comparison", "This Week vs Last Week Daily Revenue ($)")
+compChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day of Week", "Revenue ($)")
+thisWeekSeries = Series("This Week", [12400, 14250, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last Week", [11800, 13100, 13900, 14500, 18200, 21000, 15400])
+
+trafficCard = Card([trafficHeader, trafficChart], "card", "column", "s")
+trafficHeader = CardHeader("Hourly Foot Traffic", "Hourly visitor counts from store sensors")
+trafficChart = AreaChart(["8am", "9am", "10am", "11am", "12pm", "1pm", "2pm", "3pm", "4pm", "5pm"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors Today", [45, 110, 230, 340, 520, 480, 390, 410, 490, 310])
+
+registerCard = Card([registerHeader, registerTable], "card", "column", "s")
+registerHeader = CardHeader("POS Register Status", "Real-time lane monitoring")
+registerTable = Table([regNameCol, regStatusCol, regCashierCol, regTxCol])
+regNameCol = Col("Register", ["Reg 01 - Express", "Reg 02 - Standard", "Reg 03 - Standard", "Reg 04 - Standard", "Reg 05 - Self-Checkout A", "Reg 06 - Self-Checkout B"])
+regStatusCol = Col("Status", ["OPEN", "OPEN", "OPEN", "CLOSED", "OPEN", "OPEN"])
+regCashierCol = Col("Cashier", ["Elena R.", "Marcus T.", "Sarah L.", "Unassigned", "Automated", "Automated"])
+regTxCol = Col("Transactions Today", [142, 98, 115, 0, 210, 188])
+
+promoCard = Card([promoHeader, promoTable], "card", "column", "s")
+promoHeader = CardHeader("Active Promotions Performance", "Live campaign tracking")
+promoTable = Table([promoNameCol, promoDiscCol, promoRedeemCol, promoRevCol, promoStatusCol])
+promoNameCol = Col("Promotion Name", ["Fall Apparel Buy 1 Get 1 50%", "Coffee Combo $5 Deal", "Home Goods 20% Off", "Loyalty Double Points"])
+promoDiscCol = Col("Discount", ["50% Off 2nd", "Fixed $5.00", "20% Off", "2x Points"])
+promoRedeemCol = Col("Redemptions Today", [148, 230, 64, 312])
+promoRevCol = Col("Attributed Revenue", ["$3,420", "$1,150", "$2,180", "$8,900"])
+promoStatusCol = Col("Performance Target", ["Exceeding (+18%)", "On Track", "Below Target (-8%)", "Exceeding (+25%)"])
+
+mainGrid = Card([bestSellersCard, outOfStockCard, shiftCard], "card", "column", "m")
+
+bestSellersCard = Card([bestSellersHeader, bestSellersTable], "sunk", "column", "s")
+bestSellersHeader = CardHeader("Top Best Sellers Today", "Units sold across all registers")
+bestSellersTable = Table([rankCol, itemCol, skuCol, unitsCol, revCol])
+rankCol = Col("Rank", ["#1", "#2", "#3", "#4", "#5"])
+itemCol = Col("Item Description", ["Organic Whole Milk 1 Gal", "Artisan Sourdough Bread", "Avocado Medium Bag", "Espresso Dark Roast Beans", "Sparkling Water 12-Pk"])
+skuCol = Col("SKU", ["SKU-8821", "SKU-4410", "SKU-1092", "SKU-7734", "SKU-3301"])
+unitsCol = Col("Units Sold", [142, 98, 87, 64, 59])
+revCol = Col("Total Sales", ["$708.58", "$587.02", "$434.13", "$831.36", "$353.41"])
+
+outOfStockCard = Card([outOfStockHeader, outOfStockTable], "sunk", "column", "s")
+outOfStockHeader = CardHeader("Items Out of Stock", "Immediate restock attention required")
+outOfStockTable = Table([oosSkuCol, oosItemCol, oosDeptCol, oosLastSaleCol])
+oosSkuCol = Col("SKU", ["SKU-9012", "SKU-3114", "SKU-5529", "SKU-1204"])
+oosItemCol = Col("Item Name", ["Greek Yogurt Honey 32oz", "Almond Butter Smooth 16oz", "Gluten-Free Oats 24oz", "Cold Brew Coffee 48oz"])
+oosDeptCol = Col("Department", ["Dairy", "Pantry", "Pantry", "Beverage"])
+oosLastSaleCol = Col("Depleted At", ["10:15 AM", "11:30 AM", "01:10 PM", "02:25 PM"])
+
+shiftCard = Card([shiftHeader, shiftTable], "sunk", "column", "s")
+shiftHeader = CardHeader("Staff Currently On Shift", "Schedule and roles for today")
+shiftTable = Table([staffNameCol, staffRoleCol, staffShiftCol, staffBreakCol])
+staffNameCol = Col("Employee", ["Elena Rostova", "Marcus Vance", "Sarah Jenkins", "David Kim", "Rachel Adams"])
+staffRoleCol = Col("Role", ["Head Cashier", "Cashier", "Floor Supervisor", "Stock Associate", "Store Assistant Manager"])
+staffShiftCol = Col("Shift Window", ["07:00 AM - 03:30 PM", "08:00 AM - 04:30 PM", "07:30 AM - 04:00 PM", "06:00 AM - 02:30 PM", "08:30 AM - 05:00 PM"])
+staffBreakCol = Col("Break Status", ["Completed", "On Break (15m)", "Scheduled 01:30 PM", "Completed", "Scheduled 02:00 PM"])
+
+reorderDrawer = DrawerBlock("Open Quick Inventory Reorder Console", "Inventory Express Reorder Form", "Submit urgent purchase orders directly to distribution center", reorderForm)
+
+reorderForm = Form("reorder-form", reorderButtons, [reorderSkuField, reorderQtyField, reorderVendorField, reorderNotesField])
+
+reorderSkuField = FormControl("Select Out-of-Stock Item to Reorder", reorderSkuSelect)
+reorderSkuSelect = Select("reorder_sku", [opt1, opt2, opt3, opt4], "Select SKU...")
+opt1 = SelectItem("SKU-9012", "SKU-9012 - Greek Yogurt Honey 32oz (Dairy)")
+opt2 = SelectItem("SKU-3114", "SKU-3114 - Almond Butter Smooth 16oz (Pantry)")
+opt3 = SelectItem("SKU-5529", "SKU-5529 - Gluten-Free Oats 24oz (Pantry)")
+opt4 = SelectItem("SKU-1204", "SKU-1204 - Cold Brew Coffee 48oz (Beverage)")
+
+reorderQtyField = FormControl("Reorder Quantity (Cases)", reorderQtyInput, "1 Case = 12 Units")
+reorderQtyInput = Input("reorder_qty", "5", "number")
+
+reorderVendorField = FormControl("Fulfillment Priority", reorderVendorSelect)
+reorderVendorSelect = Select("priority", [prio1, prio2, prio3], "Select priority")
+prio1 = SelectItem("expedited", "Next-Day Rush Express (DC-East)")
+prio2 = SelectItem("standard", "Standard Replenishment (2-Day)")
+prio3 = SelectItem("transfer", "Inter-Store Transfer from Store #401")
+
+reorderNotesField = FormControl("Order Notes / Justification", reorderNotesInput)
+reorderNotesInput = TextArea("notes", "High demand customer complaints due to OOS stockout.", 3)
+
+reorderButtons = Buttons([submitReorderBtn, cancelReorderBtn])
+submitReorderBtn = Button("Place Emergency Reorder", null, "primary")
+cancelReorderBtn = Button("Cancel", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show end-of-day register balancing report")
+f2 = FollowUpItem("View hourly labor vs sales ratio")
+f3 = FollowUpItem("Generate inventory replenishment forecast for tomorrow")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..83f48d194
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r1.txt
@@ -0,0 +1,73 @@
+root = Card([header, mainCallout, kpiGrid, chartsTabs, tablesSection, accountsSection, actionsSection], "card", "column", "l")
+
+header = CardHeader("Admin SaaS Overview", "Real-time metrics, account health, and administration")
+
+mainCallout = TextCallout("info", "Reporting Period Active", "Currently showing data for Q3 2023. Select a different period using the controls below.")
+
+kpiGrid = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Key Metric", ["Monthly Recurring Revenue (MRR)", "Annual Recurring Revenue (ARR)", "Churn This Month", "Current NPS Score", "Seat Utilization"])
+kpiValue = Col("Current Value", ["$124,500", "$1,494,000", "1.2%", "68", "84%"])
+kpiChange = Col("MoM Change", ["+5.4%", "+8.2%", "-0.3%", "+4 pts", "+2%"])
+
+chartsTabs = Tabs([tabSignups, tabPlans, tabFeatures])
+
+tabSignups = TabItem("signups", "Signups (90 Days)", [signupsChart])
+signupsChart = AreaChart(["M1", "M2", "M3"], [signupsSeries], "natural", "Month", "New Customers")
+signupsSeries = Series("New Signups", [142, 185, 210])
+
+tabPlans = TabItem("plans", "Customers by Plan", [plansChart])
+plansChart = PieChart(["Starter", "Professional", "Enterprise"], [450, 280, 85], "donut")
+
+tabFeatures = TabItem("features", "New Feature Adoption", [featuresChart])
+featuresChart = BarChart(["AI Summary", "Custom Workflows", "SSO Integration"], [featureSeries], "grouped", "Feature", "Active Accounts")
+featureSeries = Series("Adoption Count", [320, 185, 94])
+
+tablesSection = Accordion([accLargest, accFailed])
+
+accLargest = AccordionItem("largest", "Top 10 Largest Customers", [largestTable])
+largestTable = Table([custName, custPlan, custSeats, custARR])
+custName = Col("Customer", ["Acme Corp", "GlobalTech", "SaaSify", "Apex Ltd", "Nexus Inc", "Starlight", "DataDynamics", "CloudScale", "Vanguard", "OmniGroup"])
+custPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Professional", "Enterprise", "Enterprise", "Professional", "Enterprise", "Professional"])
+custSeats = Col("Seats Assigned", [250, 180, 150, 120, 95, 90, 85, 80, 75, 60])
+custSeats = Col("Seats Assigned", [250, 180, 150, 120, 95, 90, 85, 80, 75, 60])
+custARR = Col("Annual Spend", ["$60,000", "$43,200", "$36,000", "$28,800", "$22,800", "$21,600", "$20,400", "$19,200", "$18,000", "$14,400"])
+
+accFailed = AccordionItem("failed", "Failed Payments & Action", [failedTable])
+failedTable = Table([failedCust, failedAmount, failedDate, failedReason, failedAction])
+failedCust = Col("Customer", ["InnoTech Solutions", "BrightMedia", "Quantum Labs"])
+failedAmount = Col("Amount", ["$1,200", "$450", "$2,400"])
+failedDate = Col("Date", ["Oct 12, 2023", "Oct 14, 2023", "Oct 15, 2023"])
+failedReason = Col("Failure Reason", ["Card Expired", "Insufficient Funds", "Generic Decline"])
+failedAction = Col("Action", ["Retry Payment", "Retry Payment", "Retry Payment"], "action")
+
+accountsSection = Accordion([accRisk])
+accRisk = AccordionItem("risk", "Accounts at Risk of Churn", [riskList])
+riskList = ListBlock([risk1, risk2, risk3])
+risk1 = ListItem("HyperScale Systems", "Risk Factor: Drop in seat usage (-45% over 30 days)", null, "Review Account")
+risk2 = ListItem("Synergy Works", "Risk Factor: Unresolved support tickets regarding SSO", null, "Contact CSM")
+risk3 = ListItem("Metro Logistics", "Risk Factor: Champion user departed company", null, "Schedule Call")
+
+actionsSection = Tabs([tabPeriod, tabInvite])
+
+tabPeriod = TabItem("period", "Change Reporting Period", [periodForm])
+periodForm = Form("period-form", periodButtons, [periodControl])
+periodControl = FormControl("Select Timeframe", periodSelect)
+periodSelect = Select("timeframe", [opt30, opt90, optYear, optYtd], "Choose period...")
+opt30 = SelectItem("30", "Last 30 Days")
+opt90 = SelectItem("90", "Last 90 Days")
+optYear = SelectItem("365", "Last 12 Months")
+optYtd = SelectItem("ytd", "Year to Date")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Update Dashboard", null, "primary")
+
+tabInvite = TabItem("invite", "Invite New Admin", [inviteForm])
+inviteForm = Form("invite-form", inviteButtons, [emailControl, roleControl])
+emailControl = FormControl("Email Address", emailInput, "An invitation link will be sent")
+emailInput = Input("admin_email", "admin@company.com", "email")
+roleControl = FormControl("Role & Permissions", roleSelect)
+roleSelect = Select("admin_role", [roleSuper, roleBilling, roleRead], "Select role...")
+roleSuper = SelectItem("super", "Super Admin (Full Access)")
+roleBilling = SelectItem("billing", "Billing Admin")
+roleRead = SelectItem("read", "Read-Only Observer")
+inviteButtons = Buttons([sendInviteBtn])
+sendInviteBtn = Button("Send Invitation", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..19a605d16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r2.txt
@@ -0,0 +1,105 @@
+root = Card([header, controls, kpiGroup1, kpiGroup2, middleRow, tablesRow, riskAndPaymentsRow, featureAndNpsRow, followUp])
+
+header = CardHeader("Admin Overview", "SaaS Platform Analytics & System Health")
+
+controls = Card([periodControl, inviteDialog], "sunk", "row", "m", "center", "between")
+periodControl = Form("period-form", periodButtons, [periodField])
+periodField = FormControl("Reporting Period", periodSelect)
+periodSelect = Select("period", [p30, p90, p365], "Select period", null, "90d", "small")
+p30 = SelectItem("30d", "Last 30 Days")
+p90 = SelectItem("90d", "Last 90 Days")
+p365 = SelectItem("365d", "Last 12 Months")
+periodButtons = Buttons([applyPeriodBtn])
+applyPeriodBtn = Button("Update View", null, "secondary", "normal", "small")
+
+inviteDialog = DialogBlock("Invite Admin", "Invite New Administrator", "Send an administrative invite to a team member.", inviteForm, "default")
+inviteForm = Form("invite-form", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email Address", inviteEmailInput)
+inviteEmailInput = Input("email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [rSuper, rBilling, rSupport], "Select role")
+rSuper = SelectItem("super", "Super Admin")
+rBilling = SelectItem("billing", "Billing Admin")
+rSupport = SelectItem("support", "Support Admin")
+inviteButtons = Buttons([sendInviteBtn])
+sendInviteBtn = Button("Send Invitation", null, "primary")
+
+kpiGroup1 = Card([mrrCard, arrCard, churnCard, npsCard], "clear", "row", "m")
+mrrCard = Card([mrrTitle, mrrValue, mrrBadge], "card", "column", "xs")
+mrrTitle = TextContent("Monthly Recurring Revenue", "small")
+mrrValue = Heading("$128,500", "h2")
+mrrBadge = Badge("+4.2% vs last month", "default")
+
+arrCard = Card([arrTitle, arrValue, arrBadge], "card", "column", "xs")
+arrTitle = TextContent("Annual Recurring Revenue", "small")
+arrValue = Heading("$1,542,000", "h2")
+arrBadge = Badge("+18.5% YoY", "default")
+
+churnCard = Card([churnTitle, churnValue, churnBadge], "card", "column", "xs")
+churnTitle = TextContent("Churn (This Month)", "small")
+churnValue = Heading("1.2%", "h2")
+churnBadge = Badge("-0.3% improvement", "secondary")
+
+npsCard = Card([npsTitle, npsValue, npsBadge], "card", "column", "xs")
+npsTitle = TextContent("Net Promoter Score (NPS)", "small")
+npsValue = Heading("64", "h2")
+npsBadge = Badge("Excellent (68% Promoters)", "default")
+
+kpiGroup2 = Card([utilCard], "clear", "column", "m")
+utilCard = Card([utilTitle, utilProgress], "card", "column", "s")
+utilTitle = TextContent("Company-Wide Seat Utilization (8,420 / 10,000 Active Seats)", "small-heavy")
+utilProgress = Progress(84, "84.2% Total Seats Utilized")
+
+middleRow = Card([signupsChartCard, planPieCard], "clear", "row", "m")
+
+signupsChartCard = Card([signupsHeader, signupsChart], "card", "column", "s")
+signupsHeader = CardHeader("New Signups (Past 90 Days)", "Weekly cumulative and net new customer acquisition")
+signupsChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12"], [signupsSeries], "natural", "Week", "Signups")
+signupsSeries = Series("New Signups", [42, 58, 65, 48, 72, 89, 95, 102, 110, 88, 125, 140])
+
+planPieCard = Card([planHeader, planChart], "card", "column", "s")
+planHeader = CardHeader("Customer Distribution", "Split by active subscription plan")
+planChart = PieChart(["Starter", "Professional", "Enterprise", "Custom/Legacy"], [320, 540, 180, 45], "donut")
+
+tablesRow = Card([topCustomersCard], "clear", "column", "m")
+topCustomersCard = Card([topCustomersHeader, topCustomersTable], "card", "column", "s")
+topCustomersHeader = CardHeader("Top 10 Largest Customers", "Ranked by annual spend and seat allocation")
+topCustomersTable = Table([colRank, colCustomer, colPlan, colSeats, colARR])
+colRank = Col("#", ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10"], "string")
+colCustomer = Col("Customer Name", ["Acme Corp", "TechGlobe Inc", "Nexus Dynamics", "Starlight Media", "Apex Systems", "Vanguard Financial", "CloudScale Logistics", "OmniHealth", "Hyperion Ltd", "Quantum Labs"], "string")
+colPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Professional", "Enterprise", "Enterprise", "Professional"], "string")
+colSeats = Col("Seats Assigned", [450, 380, 310, 280, 250, 220, 200, 190, 175, 160], "number")
+colARR = Col("Annual Spend", ["$120,000", "$95,000", "$82,000", "$74,000", "$68,000", "$60,000", "$48,000", "$46,000", "$42,000", "$38,000"], "string")
+
+riskAndPaymentsRow = Card([riskCard, paymentsCard], "clear", "row", "m")
+
+riskCard = Card([riskHeader, riskTable], "card", "column", "s")
+riskHeader = CardHeader("Accounts at Risk", "Identified churn hazards requiring immediate attention")
+riskTable = Table([riskCustomerCol, riskARRCol, riskReasonCol, riskStatusCol])
+riskCustomerCol = Col("Account", ["DataPulse Systems", "BioHealth Global", "Synergy Networks", "FinTech Solutions"], "string")
+riskARRCol = Col("ARR", ["$34,000", "$52,000", "$18,000", "$28,000"], "string")
+riskReasonCol = Col("Primary Hazard / Reason", ["Executive sponsor departed", "Usage dropped >40% in 30d", "Low seat utilization (22%)", "Unresolved escalation ticket"], "string")
+riskStatusCol = Col("Status", ["Critical", "High", "Medium", "High"], "string")
+
+paymentsCard = Card([paymentsHeader, paymentsTable, retryActions], "card", "column", "s")
+paymentsHeader = CardHeader("Failed Payments", "Recent transaction errors pending dunning or retry")
+paymentsTable = Table([payCustomerCol, payAmountCol, payDateCol, payReasonCol])
+payCustomerCol = Col("Account", ["Apex Systems", "Vanguard Financial", "BrightWave Media"], "string")
+payAmountCol = Col("Amount", ["$5,600", "$5,000", "$1,200"], "string")
+payDateCol = Col("Failed Date", ["Oct 24", "Oct 22", "Oct 21"], "string")
+payReasonCol = Col("Decline Reason", ["Card Expired", "Insufficient Funds", "Generic Decline"], "string")
+retryActions = Buttons([retryApexBtn, retryVanguardBtn, retryBrightBtn], "column")
+retryApexBtn = Button("Retry Payment: Apex Systems ($5,600)", null, "secondary", "normal", "extra-small")
+retryVanguardBtn = Button("Retry Payment: Vanguard Financial ($5,000)", null, "secondary", "normal", "extra-small")
+retryBrightBtn = Button("Retry Payment: BrightWave Media ($1,200)", null, "secondary", "normal", "extra-small")
+
+featureAndNpsRow = Card([featureCard], "clear", "column", "m")
+featureCard = Card([featureHeader, featureChart], "card", "column", "s")
+featureHeader = CardHeader("New Feature Adoption", "Percentage of active accounts utilizing newly released capabilities")
+featureChart = HorizontalBarChart(["AI Copilot Engine", "Custom Workflows v2", "SSO & SAML Security"], [featureSeries], "grouped", "Feature", "Active Account Adoption %")
+featureSeries = Series("Adoption Rate (%)", [68, 45, 82])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export detailed churn analysis report")
+f2 = FollowUpItem("View individual customer health scores")
+f3 = FollowUpItem("Configure payment dunning automation settings")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..21246d7e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r3.txt
@@ -0,0 +1,105 @@
+root = Card([headerControls, kpiGrid, chartsRow, featuresAndNpsRow, tablesSection, followUp])
+
+headerControls = Card(headerItems, "clear", "row", "m", "center", "between")
+headerItems = [titleHeader, periodSelectForm]
+
+titleHeader = CardHeader("SaaS Executive Overview", "Real-time metrics, account health, and growth indicators")
+
+periodSelectForm = Form("period-filter", periodButtons, [periodField])
+periodField = FormControl("Reporting Period", periodSelect)
+periodSelect = Select("period", [p30, p90, p365], "Select period", null, "90d", "small")
+p30 = SelectItem("30d", "Last 30 Days")
+p90 = SelectItem("90d", "Last 90 Days")
+p365 = SelectItem("365d", "Last 12 Months")
+periodButtons = Buttons([inviteAdminDialog])
+
+inviteAdminDialog = DialogBlock("Invite Admin", "Invite New Administrator", "Grant admin access to a colleague.", inviteFormContent, "default")
+
+inviteFormContent = Form("invite-admin-form", inviteFormButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Work Email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleSuper, roleOps, roleBilling], "Select role")
+roleSuper = SelectItem("super", "Super Admin")
+roleOps = SelectItem("ops", "Ops Admin")
+roleBilling = SelectItem("billing", "Billing Admin")
+inviteFormButtons = Buttons([sendInviteBtn])
+sendInviteBtn = Button("Send Invitation", null, "primary")
+
+kpiGrid = Card([mrrCard, arrCard, churnCard, npsCard, seatUtilCard], "clear", "row", "m", "stretch", "start", true)
+
+mrrCard = Card([mrrHeader, mrrVal, mrrBadge], "sunk", "column", "xs")
+mrrHeader = CardHeader("Monthly Recurring (MRR)")
+mrrVal = TextContent("$184,500", "large-heavy")
+mrrBadge = Badge("+8.4% vs last month", "secondary")
+
+arrCard = Card([arrHeader, arrVal, arrBadge], "sunk", "column", "xs")
+arrHeader = CardHeader("Annual Recurring (ARR)")
+arrVal = TextContent("$2,214,000", "large-heavy")
+arrBadge = Badge("On track for $2.5M", "default")
+
+churnCard = Card([churnHeader, churnVal, churnBadge], "sunk", "column", "xs")
+churnHeader = CardHeader("Churn (This Month)")
+churnVal = TextContent("1.2%", "large-heavy")
+churnBadge = Badge("-0.3% improvement", "secondary")
+
+npsCard = Card([npsHeader, npsVal, npsBadge], "sunk", "column", "xs")
+npsHeader = CardHeader("Current NPS")
+npsVal = TextContent("+58", "large-heavy")
+npsBadge = Badge("Excellent (68% Promoters)", "default")
+
+seatUtilCard = Card([seatUtilHeader, seatUtilProgress, seatUtilDetails], "sunk", "column", "xs")
+seatUtilHeader = CardHeader("Seat Utilization")
+seatUtilProgress = Progress(82, "82% Overall Utilization")
+seatUtilDetails = TextContent("14,760 of 18,000 paid seats active", "small")
+
+chartsRow = Card([signupsChartCard, planSplitChartCard], "clear", "row", "l", "stretch")
+
+signupsChartCard = Card([signupsHeader, signupsLineChart], "card", "column", "s")
+signupsHeader = CardHeader("New Signups (Past 90 Days)", "Daily and weekly signup velocity")
+signupsLineChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12"], [signupsSeries], "natural", "Weeks (Last 90 Days)", "Signups")
+signupsSeries = Series("Signups", [120, 145, 132, 168, 190, 210, 205, 240, 235, 278, 295, 310])
+
+planSplitChartCard = Card([planHeader, planPieChart], "card", "column", "s")
+planHeader = CardHeader("Customers Split by Plan", "Distribution across subscription tiers")
+planPieChart = PieChart(["Starter", "Professional", "Enterprise", "Custom"], [450, 820, 210, 45], "donut")
+
+featuresAndNpsRow = Card([featureAdoptionCard, sectionDetailsCard], "clear", "row", "l", "stretch")
+
+featureAdoptionCard = Card([featureHeader, featureChart], "card", "column", "s")
+featureHeader = CardHeader("Adoption of Newest Features", "% of active accounts using feature weekly")
+featureChart = HorizontalBarChart(["AI Analytics Assistant", "Workflows V2", "SSO & SAML Config"], [featureSeries], "grouped", "% Accounts", "Feature")
+featureSeries = Series("Adoption Rate (%)", [68, 42, 89])
+
+sectionDetailsCard = Card([sections], "card", "column", "s")
+sections = SectionBlock([riskSection, failedPaySection])
+
+riskSection = SectionItem("at-risk", "Accounts at Risk (4 Accounts)", [atRiskTable])
+atRiskTable = Table([riskColAccount, riskColArr, riskColReason, riskColHealth])
+riskColAccount = Col("Account Name", ["Acme Corp", "TechGlobe Inc", "BetaLogistics", "Apex Digital"])
+riskColArr = Col("ARR", ["$48,000", "$36,000", "$24,000", "$18,000"])
+riskColReason = Col("Risk Factor / Reason", ["Executive sponsor departed", "Usage dropped 45% in 30d", "Unresolved support escalation", "Budget cuts announced"])
+riskColHealth = Col("Health Score", ["Critical (32)", "At Risk (45)", "At Risk (48)", "At Risk (52)"])
+
+failedPaySection = SectionItem("failed-payments", "Failed Payments (Action Required)", [failedPayCallout, failedPayTable])
+failedPayCallout = Callout("warning", "Overdue Invoices", "3 payments failed this week totaling $14,200. Retries can be triggered manually below.")
+failedPayTable = Table([failColCustomer, failColAmount, failColDate, failColAction])
+failColCustomer = Col("Customer", ["CloudScale Systems", "OmniData LLC", "Vortex Media"])
+failColAmount = Col("Amount", ["$8,500", "$3,200", "$2,500"])
+failColDate = Col("Failed Date", ["Oct 24, 2023", "Oct 25, 2023", "Oct 26, 2023"])
+failColAction = Col("Action", ["Retry Payment", "Retry Payment", "Retry Payment"], "action")
+
+tablesSection = Card([topCustomersHeader, topCustomersTable], "card", "column", "m")
+topCustomersHeader = CardHeader("Top 10 Largest Customers", "Ranked by annual recurring revenue and seat volume")
+topCustomersTable = Table([topColRank, topColName, topColPlan, topColSeats, topColSpend, topColStatus])
+topColRank = Col("#", [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+topColName = Col("Customer Name", ["Global Tech Enterprises", "FinServe Holdings", "BioHealth Solutions", "RetailMax Global", "CyberShield Inc", "Nexus Logistics", "OmniMedia Group", "Strata Financial", "AeroSystems Int", "DataPulse Software"])
+topColPlan = Col("Plan", ["Custom Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Professional", "Enterprise", "Professional", "Enterprise", "Professional"])
+topColSeats = Col("Seats Allocated", [1200, 850, 750, 620, 500, 480, 450, 400, 380, 350])
+topColSpend = Col("Annual Spend", ["$144,000", "$102,000", "$90,000", "$74,400", "$60,000", "$57,600", "$54,000", "$48,000", "$45,600", "$42,000"])
+topColStatus = Col("Account Status", ["Healthy", "Healthy", "Healthy", "Healthy", "Healthy", "Healthy", "Healthy", "At Risk", "Healthy", "Healthy"])
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export top 10 customers report as CSV")
+f2 = FollowUpItem("View detailed churn breakdown by plan tier")
+f3 = FollowUpItem("Schedule automated risk alert digest for CSM team")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..c4c6a4783
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b4-saas__r4.txt
@@ -0,0 +1,110 @@
+root = Card([header, mainCallout, kpiGrid, chartsSection, riskAndPaymentsSection, tablesSection, adminInviteSection, followUp], "card", "column", "l")
+
+header = CardHeader("SaaS Executive Admin Overview", "Real-time metrics, churn risks, feature adoption, and billing operations")
+
+mainCallout = TextCallout("info", "Reporting Period Active", "Displaying data for current reporting period. Adjust settings below to alter timeframes.")
+
+kpiGrid = Card([mrrCard, arrCard, churnCard, npsCard, seatUtilCard], "clear", "row", "m", "stretch", "between", true)
+
+mrrCard = Card([mrrHeader, mrrVal, mrrBadge], "sunk", "column", "xs")
+mrrHeader = Heading("Monthly Recurring Revenue", "h4")
+mrrVal = TextContent("$142,500 / mo", "large-heavy")
+mrrBadge = Tag("MRR +8.4% MoM", "trending-up", "sm", "success")
+
+arrCard = Card([arrHeader, arrVal, arrBadge], "sunk", "column", "xs")
+arrHeader = Heading("Annual Recurring Revenue", "h4")
+arrVal = TextContent("$1,710,000 / yr", "large-heavy")
+arrBadge = Tag("ARR Target: $2M", "target", "sm", "info")
+
+churnCard = Card([churnHeader, churnVal, churnBadge], "sunk", "column", "xs")
+churnHeader = Heading("Churn (This Month)", "h4")
+churnVal = TextContent("1.2%", "large-heavy")
+churnBadge = Tag("-0.4% vs last mo", "arrow-down", "sm", "success")
+
+npsCard = Card([npsHeader, npsVal, npsBadge], "sunk", "column", "xs")
+npsHeader = Heading("Current NPS", "h4")
+npsVal = TextContent("+58", "large-heavy")
+npsBadge = Tag("Excellent (NPS)", "star", "sm", "success")
+
+seatUtilCard = Card([seatUtilHeader, seatUtilProgress, seatUtilText], "sunk", "column", "xs")
+seatUtilHeader = Heading("Seat Utilization", "h4")
+seatUtilProgress = Progress(82, "Overall Seats Occupied")
+seatUtilText = TextContent("8,240 / 10,000 seats assigned", "small")
+
+chartsSection = Accordion([chartsItem, controlsItem])
+chartsItem = AccordionItem("growth-adoption", "Signups, Plan Splits & Feature Adoption", [chartsContainer])
+chartsContainer = Card([signupsChartCard, planSplitChartCard, featureAdoptionCard], "clear", "row", "l", "start", "between", true)
+
+signupsChartCard = Card([signupsHeader, signupsChart], "sunk", "column", "m")
+signupsHeader = CardHeader("New Signups (Past 90 Days)", "Weekly rolling acquisitions across marketing channels")
+signupsChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12"], [signupSeries], "natural", "Week", "Signups")
+signupSeries = Series("New Customers", [110, 125, 140, 135, 160, 185, 210, 195, 230, 250, 275, 310])
+
+planSplitChartCard = Card([planHeader, planChart], "sunk", "column", "m")
+planHeader = CardHeader("Customers Split by Plan", "Distribution across subscription tiers")
+planChart = PieChart(["Starter", "Professional", "Enterprise", "Custom/Legacy"], [450, 820, 310, 65], "donut", "circular")
+
+featureAdoptionCard = Card([adoptionHeader, adoptionChart], "sunk", "column", "m")
+adoptionHeader = CardHeader("Adoption of 3 Newest Features", "% of active accounts utilizing release in last 30 days")
+adoptionChart = HorizontalBarChart(["AI Analytics Assistant", "Automated Workflows v2", "SSO & SAML Enforcement"], [adoptionSeries], "grouped", "% Active Accounts", "Feature")
+adoptionSeries = Series("Adoption %", [68, 52, 34])
+
+controlsItem = AccordionItem("reporting-period", "Reporting Period Settings", [periodForm])
+periodForm = Form("period-form", periodButtons, [periodSelect, dateRangeField])
+periodSelect = FormControl("Preset Timeframe", periodDropdown)
+periodDropdown = Select("period", [p30, p90, p365, pCustom], "Select timeframe", null, "90-days")
+p30 = SelectItem("30-days", "Last 30 Days")
+p90 = SelectItem("90-days", "Last 90 Days")
+p365 = SelectItem("365-days", "Last 365 Days")
+pCustom = SelectItem("custom", "Custom Date Range")
+dateRangeField = FormControl("Custom Date Range", dateRangePicker, "Only applicable if Custom Date Range is selected")
+dateRangePicker = DatePicker("custom_range", "range")
+periodButtons = Buttons([applyPeriodBtn])
+applyPeriodBtn = Button("Update Dashboard View", null, "primary")
+
+riskAndPaymentsSection = Card([riskCard, paymentsCard], "clear", "row", "l", "start", "stretch", true)
+
+riskCard = Card([riskHeader, riskTable], "sunk", "column", "m")
+riskHeader = CardHeader("Accounts at Risk", "High priority client health alerts requiring CSM intervention")
+riskTable = Table([riskAccount, riskARR, riskReason, riskStatus])
+riskAccount = Col("Account Name", ["Acme Corp", "TechGlobe Inc", "Nexus Logistics", "Starlight Media", "Vanguard Financial"])
+riskARR = Col("ARR", ["$48,000", "$36,000", "$28,000", "$19,500", "$52,000"])
+riskReason = Col("Primary Risk Factor", ["CSAT dropped to 2/5", "30 days inactive sponsor left", "Low seat usage (<15%)", "Failed payment & low engagement", "Pending executive review"])
+riskStatus = Col("Risk Level", ["Critical", "High", "High", "Medium", "Critical"])
+
+paymentsCard = Card([paymentsHeader, paymentsTable], "sunk", "column", "m")
+paymentsHeader = CardHeader("Failed Payments", "Recent transaction errors requiring dunning or manual retry")
+paymentsTable = Table([payAccount, payAmount, payReason, payDate, payAction])
+payAccount = Col("Account", ["Global Logistics", "HyperScale SaaS", "BrightData Systems", "Apex Digital"])
+payAmount = Col("Amount", ["$2,400", "$4,900", "$1,150", "$850"])
+payReason = Col("Failure Reason", ["Card Expired", "Insufficient Funds", "Card Expired", "Bank Declined"])
+payDate = Col("Date", ["2023-10-24", "2023-10-23", "2023-10-22", "2023-10-21"])
+payAction = Col("Retry Billing", ["Retry Invoice", "Retry Invoice", "Retry Invoice", "Retry Invoice"], "action")
+
+tablesSection = Card([topCustomersHeader, topCustomersTable], "sunk", "column", "m")
+topCustomersHeader = CardHeader("Ten Largest Customers", "Ranked by annual contract value (ACV) and total provisioned seats")
+topCustomersTable = Table([custRank, custName, custPlan, custSeats, custSpend, custRenewal])
+custRank = Col("Rank", ["#1", "#2", "#3", "#4", "#5", "#6", "#7", "#8", "#9", "#10"])
+custName = Col("Customer Account", ["Enterprise Corp", "CloudScale Tech", "OmniGlobal Services", "Apex Holdings", "FinTech Solutions", "DataPrime Systems", "Quantum Dynamics", "AeroTech Labs", "Horizon Health", "Nexus Enterprises"])
+custPlan = Col("Plan Tier", ["Enterprise Custom", "Enterprise Custom", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise"])
+custSeats = Col("Provisioned Seats", [1200, 850, 650, 500, 450, 400, 350, 300, 280, 250])
+custSpend = Col("Annual Spend", ["$144,000", "$102,000", "$78,000", "$60,000", "$54,000", "$48,000", "$42,000", "$36,000", "$33,600", "$30,000"])
+custRenewal = Col("Renewal Date", ["2024-03-15", "2024-06-01", "2024-01-20", "2024-08-12", "2024-04-05", "2024-11-30", "2024-02-28", "2024-09-14", "2024-05-19", "2024-07-01"])
+
+adminInviteSection = Card([inviteHeader, inviteForm], "sunk", "column", "m")
+inviteHeader = CardHeader("Invite Administrator", "Grant executive or system access to another team member")
+inviteForm = Form("invite-admin-form", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Work Email Address", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Admin Role Permission", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleFull, roleRead, roleBilling], "Select permission level", null, "full")
+roleFull = SelectItem("full", "Full Admin (Write & System Access)")
+roleRead = SelectItem("read", "Read-Only Executive")
+roleBilling = SelectItem("billing", "Billing & Finance Admin")
+inviteButtons = Buttons([sendInviteBtn])
+sendInviteBtn = Button("Send Admin Invitation", null, "primary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export top 10 customer list as CSV")
+f2 = FollowUpItem("Trigger automated dunning email to failed payments")
+f3 = FollowUpItem("View detailed feature adoption breakdown by customer segment")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r1.txt
new file mode 100644
index 000000000..0e20ab6f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r1.txt
@@ -0,0 +1,156 @@
+root = Card([header, mainGrid, followUps])
+
+header = CardHeader("Metropolis Operations Center", "Real-time City Dashboard & Controls")
+
+mainGrid = Tabs([tabOverview, tabTraffic, tabEnvironment, tabServices, tabDispatch])
+
+tabOverview = TabItem("overview", "City Overview", [districtSelector, kpiGrid, openIncidentsSection, publicAlertSection])
+districtSelector = Form("district-filter", filterButtons, [districtControl])
+districtControl = FormControl("Focus District", districtSelect, "Select a district to filter dashboard telemetry")
+districtSelect = Select("district", [distAll, distNorth, distSouth, distDowntown, distEast, distWest], "All Districts (Citywide)")
+distAll = SelectItem("all", "All Districts (Citywide)")
+distNorth = SelectItem("north", "North District")
+distSouth = SelectItem("south", "South District")
+distDowntown = SelectItem("downtown", "Downtown Core")
+distEast = SelectItem("east", "East District")
+distWest = SelectItem("west", "West District")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply District Focus", null, "secondary", "normal", "small")
+
+kpiGrid = Card([weatherCard, waterCard, transitCard, parkingCard], "sunk", "row", "m", "stretch")
+
+weatherCard = Card([weatherHeader, weatherBadge, weatherDetail], "card", "column", "xs")
+weatherHeader = Heading("Current Weather", "h4")
+weatherBadge = Badge("72°F | Partly Cloudy", "default")
+weatherDetail = TextContent("Humidity: 45% • Wind: 8 mph NW • UV Index: 3")
+
+waterCard = Card([waterHeader, waterProgress, waterDetail], "card", "column", "xs")
+waterHeader = Heading("Water Use Today", "h4")
+waterProgress = Progress(68, "68% of daily threshold")
+waterDetail = TextContent("142.5 Million Gallons (Normal range)")
+
+transitCard = Card([transitHeader, transitBadge, transitDetail], "card", "column", "xs")
+transitHeader = Heading("Transit Punctuality", "h4")
+transitBadge = Badge("92.4% On-Time", "secondary")
+transitDetail = TextContent("Bus: 90.1% • Light Rail: 96.8% • Subway: 94.2%")
+
+parkingCard = Card([parkingHeader, parkingProgress, parkingDetail], "card", "column", "xs")
+parkingHeader = Heading("Downtown Parking", "h4")
+parkingProgress = Progress(84, "84% Occupied")
+parkingDetail = TextContent("1,240 / 7,800 spaces available")
+
+openIncidentsSection = Card([incidentsHeader, incidentsTable], "card", "column", "s")
+incidentsHeader = Heading("Active Open Incidents", "h3")
+incidentsTable = Table([incIdCol, incLocCol, incSevCol, incDescCol])
+incIdCol = Col("ID", ["INC-4091", "INC-4092", "INC-4095", "INC-4098"])
+incLocCol = Col("Location", ["Main St & 4th Ave", "Westside Transit Hub", "Harbor Bridge Northbound", "Elm District Sector 3"])
+incSevCol = Col("Severity", ["High", "Critical", "Medium", "Low"])
+incDescCol = Col("Description", ["Traffic Signal Malfunction", "Power Substation Failure", "Multi-Vehicle Collision", "Water Main Pressure Drop"])
+
+publicAlertSection = Card([alertHeader, alertForm], "card", "column", "s")
+alertHeader = Heading("Broadcast Emergency Public Alert", "h3")
+alertForm = Form("public-alert-form", alertFormButtons, [alertTargetControl, alertSeverityControl, alertMessageControl])
+alertTargetControl = FormControl("Broadcast Target", alertTargetSelect)
+alertTargetSelect = Select("target", [targetAll, targetDowntown, targetNorth], "Select region")
+targetAll = SelectItem("all", "Entire City")
+targetDowntown = SelectItem("downtown", "Downtown Core Only")
+targetNorth = SelectItem("north", "North District Only")
+alertSeverityControl = FormControl("Alert Level", alertSeverityRadio)
+alertSeverityRadio = RadioGroup("severity", [sevInfo, sevWarn, sevEmerg], "warning")
+sevInfo = RadioItem("Advisory", "General public notice", "info")
+sevWarn = RadioItem("Warning", "Urgent notice for action", "warning")
+sevEmerg = RadioItem("Emergency", "Critical safety threat", "emergency")
+alertMessageControl = FormControl("Alert Message Text", alertMessageInput, "Message will broadcast to emergency mobile networks and public signage")
+alertMessageInput = TextArea("alert_message", "CAUTION: Traffic signal failure at Main St & 4th Ave. Expect heavy delays and proceed with caution.", 3)
+alertFormButtons = Buttons([sendAlertBtn])
+sendAlertBtn = Button("Broadcast Public Alert", null, "primary", "destructive")
+
+tabTraffic = TabItem("traffic", "Traffic & Mobility", [congestionSection, roadworksSection, eventsSection])
+congestionSection = Card([congestionHeader, congestionChart], "card", "column", "s")
+congestionHeader = Heading("Live Traffic Congestion Index", "h3")
+congestionChart = HorizontalBarChart(["Downtown Core", "North Arterial", "South Expressway", "East River Bridge", "West Ring Road"], [congestionSeries], "grouped", "Corridor", "Congestion Level (%)")
+congestionSeries = Series("Congestion Level %", [88, 62, 45, 79, 34])
+
+roadworksSection = Card([roadworksHeader, roadworksTable], "card", "column", "s")
+roadworksHeader = Heading("Planned Roadworks (This Month)", "h3")
+roadworksTable = Table([rwProjectCol, rwLocCol, rwDatesCol, rwImpactCol])
+rwProjectCol = Col("Project", ["Bridge Joint Replacement", "Water Main Resurfacing", "Smart Signal Upgrades", "LRT Extension Utility Work"])
+rwLocCol = Col("Location", ["Harbor Bridge Span B", "5th Ave (Oak to Pine)", "Central Boulevard", "Westside Corridor"])
+rwDatesCol = Col("Schedule", ["Nov 4 - Nov 12", "Nov 10 - Nov 18", "Nov 15 - Nov 16", "Nov 20 - Nov 30"])
+rwImpactCol = Col("Lane Impact", ["2 Lanes Closed", "Full Nightly Closure", "Single Lane Shift", "Right Lane Closed"])
+
+eventsSection = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = Heading("Public Events (This Weekend)", "h3")
+eventsList = ListBlock([event1, event2, event3])
+event1 = ListItem("Downtown Marathon & 10K", "Sat 06:00 - 14:00 • Downtown Core • Est. Attendance: 25,000")
+event2 = ListItem("Riverfront Autumn Food Festival", "Sat-Sun 11:00 - 22:00 • East Park Grounds • Est. Attendance: 12,000")
+event3 = ListItem("Civic Center Arena Concert", "Sun 19:00 - 23:00 • Central District • Est. Attendance: 18,000")
+
+tabEnvironment = TabItem("environment", "Environment & Energy", [aqiSection, energySection])
+aqiSection = Card([aqiHeader, aqiChart], "card", "column", "s")
+aqiHeader = Heading("Air Quality Index (AQI) by District", "h3")
+aqiChart = BarChart(["Downtown", "North Industrial", "South Residential", "East Bay", "West Foothills"], [aqiSeries], "grouped", "District", "AQI Value")
+aqiSeries = Series("AQI Rating", [78, 112, 42, 55, 38])
+
+energySection = Card([energyHeader, energyChart], "card", "column", "s")
+energyHeader = Heading("Citywide Energy Consumption (Past Week)", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energyCommercialSeries, energyResidentialSeries], "natural", "Day of Week", "Megawatt Hours (MWh)")
+energyCommercialSeries = Series("Commercial / Industrial", [420, 435, 440, 428, 415, 310, 295])
+energyResidentialSeries = Series("Residential", [280, 275, 282, 290, 305, 350, 340])
+
+tabServices = TabItem("services", "Citizen Services & Backlog", [backlogSection, reportsSection, maintenanceSection])
+backlogSection = Card([backlogHeader, backlogChart], "card", "column", "s")
+backlogHeader = Heading("Service Request Backlog by Department", "h3")
+backlogChart = HorizontalBarChart(["Pothole Repairs", "Streetlight Maintenance", "Graffiti Removal", "Tree Trimming", "Trash Collection"], [backlogSeries], "grouped", "Department", "Open Requests")
+backlogSeries = Series("Pending Tickets", [342, 215, 184, 129, 67])
+
+reportsSection = Card([reportsHeader, reportsList], "card", "column", "s")
+reportsHeader = Heading("Incoming Citizen Reports (Live Stream)", "h3")
+reportsList = ListBlock([rep1, rep2, rep3, rep4])
+rep1 = ListItem("Water leak on sidewalk", "2 mins ago • 1420 Pine St • Status: Triage", null, "Review")
+rep2 = ListItem("Broken street lamp (#402)", "8 mins ago • 8th Ave & Broadway • Status: Queued", null, "Review")
+rep3 = ListItem("Illegal dumping in alley", "14 mins ago • South Market Dist • Status: Dispatched", null, "View")
+rep4 = ListItem("Traffic signal dark", "19 mins ago • Main & 4th Ave • Status: Escalated", null, "View")
+
+maintenanceSection = Card([maintHeader, maintTable], "card", "column", "s")
+maintHeader = Heading("Infrastructure Scheduled Maintenance", "h3")
+maintTable = Table([maintAssetCol, maintLocCol, maintDueCol, maintStatusCol])
+maintAssetCol = Col("Asset", ["Substation B Transformer", "Pump Station 4 Intake", "Traffic Sensor Grid #12", "Pedestrian Overpass Bridge"])
+maintLocCol = Col("Location", ["Industrial Zone West", "North Water Works", "Downtown Transit Loop", "East River Park"])
+maintDueCol = Col("Due Date", ["Overdue (3 days)", "Due Today", "In 4 Days", "In 12 Days"])
+maintStatusCol = Col("Status", ["Needs Inspection", "Scheduled", "Parts Pending", "Planned"])
+
+tabDispatch = TabItem("dispatch", "Emergency Fleet & Dispatch", [fleetSection, dispatchFormSection])
+fleetSection = Card([fleetHeader, fleetTable], "card", "column", "s")
+fleetHeader = Heading("Deployed Emergency Vehicles", "h3")
+fleetTable = Table([vehUnitCol, vehTypeCol, vehLocCol, vehStatusCol, vehIncCol])
+vehUnitCol = Col("Unit ID", ["ENG-101", "ENG-104", "MED-202", "PAT-305", "PAT-312", "RESC-01"])
+vehTypeCol = Col("Type", ["Fire Engine", "Fire Engine", "Ambulance", "Police Patrol", "Police Patrol", "Heavy Rescue"])
+vehLocCol = Col("Current Location", ["Main St & 4th Ave", "Station 4 Depot", "Westside Transit Hub", "Downtown Core Patrol", "Harbor Bridge", "Central HQ"])
+vehStatusCol = Col("Status", ["On Scene", "Available", "Transporting", "Active Patrol", "En Route", "Available"])
+vehIncCol = Col("Assigned Incident", ["INC-4091", "None", "INC-4092", "Routine", "INC-4095", "None"])
+
+dispatchFormSection = Card([dispatchHeader, dispatchForm], "card", "column", "s")
+dispatchHeader = Heading("Dispatch Emergency Crew / Field Response", "h3")
+dispatchForm = Form("dispatch-crew-form", dispatchButtons, [dispatchUnitControl, dispatchIncidentControl, dispatchPriorityControl, dispatchNotesControl])
+dispatchUnitControl = FormControl("Select Response Crew / Unit", dispatchUnitSelect)
+dispatchUnitSelect = Select("unit_id", [unitEng104, unitResc01, unitMaint03], "Choose available unit")
+unitEng104 = SelectItem("ENG-104", "ENG-104 (Fire Engine - Station 4)")
+unitResc01 = SelectItem("RESC-01", "RESC-01 (Heavy Rescue - Central HQ)")
+unitMaint03 = SelectItem("MAINT-03", "MAINT-03 (Public Works Crew - Utility Depot)")
+dispatchIncidentControl = FormControl("Assign to Incident / Location", dispatchIncidentInput)
+dispatchIncidentInput = Input("incident_target", "INC-4091 (Main St & 4th Ave)")
+dispatchPriorityControl = FormControl("Dispatch Priority Level", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("priority", [prioCode1, prioCode2, prioCode3], "code2")
+prioCode1 = RadioItem("Code 3 - Urgent", "Lights & sirens emergency response", "code3")
+prioCode2 = RadioItem("Code 2 - Standard", "Prompt response without emergency gear", "code2")
+prioCode3 = RadioItem("Code 1 - Scheduled", "Routine dispatch when crew available", "code1")
+dispatchNotesControl = FormControl("Instructions for Crew", dispatchNotesInput)
+dispatchNotesInput = TextArea("dispatch_notes", "Assist traffic police with signal outage perimeter setup and deploy portable traffic control equipment.", 2)
+dispatchButtons = Buttons([submitDispatchBtn])
+submitDispatchBtn = Button("Dispatch Crew Now", null, "primary")
+
+followUps = FollowUpBlock([fup1, fup2, fup3])
+fup1 = FollowUpItem("Focus dashboard on Downtown Core")
+fup2 = FollowUpItem("Show expanded incident timeline for INC-4091")
+fup3 = FollowUpItem("Export current city operations summary report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r2.txt
new file mode 100644
index 000000000..e82d9a36a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r2.txt
@@ -0,0 +1,127 @@
+root = Card([header, districtFocus, topMetrics, tabs, quickActions, followUp], "card", "column", "l")
+
+header = CardHeader("Metropolis City Operations Center", "Real-time municipal monitoring & dispatch dashboard")
+
+districtFocus = Form("district-select-form", districtFormButtons, [districtControl])
+districtControl = FormControl("District Focus View", districtSelect, "Select a specific district to filter metrics, alerts, and dispatch units")
+districtSelect = Select("district_filter", [distAll, distDowntown, distNorth, distEast, distSouth, distWest], "All Districts (Citywide View)")
+distAll = SelectItem("all", "All Districts (Citywide View)")
+distDowntown = SelectItem("downtown", "Downtown Central")
+distNorth = SelectItem("north", "North Metro")
+distEast = SelectItem("east", "Eastside & Port")
+distSouth = SelectItem("south", "South Urban")
+distWest = SelectItem("west", "West Hills")
+districtFormButtons = Buttons([applyDistrictBtn])
+applyDistrictBtn = Button("Update View", null, "secondary", "normal", "small")
+
+topMetrics = Table([metricCol, statusCol, detailCol])
+metricCol = Col("Key Operational Indicator", ["1. Traffic Congestion", "2. Transit Punctuality", "5. Water Use Today", "8. Downtown Parking", "11. Service Request Backlog", "12. Current Weather"])
+statusCol = Col("Current Status", ["68% (Moderate)", "89.4% On-Time", "142.8 MGal", "34% Available", "1,284 Active Tickets", "72°F / Light Rain"])
+detailCol = Col("Detail / Trend", ["+5% vs avg commute hour", "Bus -2.1%, Rail +0.4%", "88% of daily target cap", "1,420 / 4,180 spots open", "-42 resolved today", "Wind: SW 8mph | AQI: 42"])
+
+tabs = Tabs([tabTrafficIncidents, tabDistrictsEnergy, tabServicesMaintenance, tabEventsCommunity])
+
+tabTrafficIncidents = TabItem("traffic_incidents", "Traffic & Incidents (1, 6, 7, 16)", [trafficIncidentsCard])
+trafficIncidentsCard = Card([incidentsHeading, incidentsTable, vehiclesHeading, vehiclesTable, roadworksHeading, roadworksTable], "sunk", "column", "m")
+
+incidentsHeading = Heading("6. Active Open Incidents", "h3")
+incidentsTable = Table([incIdCol, incLocCol, incSevCol, incDescCol])
+incIdCol = Col("ID", ["INC-4091", "INC-4088", "INC-4085", "INC-4082"])
+incLocCol = Col("Location", ["5th Ave & Main St (Downtown)", "Route 9 North Ext. (North)", "Port Harbor Terminal 3 (East)", "Oak Park Metro Station (South)"])
+incSevCol = Col("Severity", ["CRITICAL", "HIGH", "MEDIUM", "LOW"])
+incDescCol = Col("Type & Description", ["Water Main Break - Lane blocked", "Multi-vehicle collision - Express lane", "Power Substation Signal Glitch", "Escalator Malfunction - Passenger Delay"])
+
+vehiclesHeading = Heading("7. Emergency Vehicle Deployments", "h3")
+vehiclesTable = Table([unitCol, typeCol, locationCol, statusUnitCol])
+unitCol = Col("Unit ID", ["ENG-12", "MED-04", "PAT-108", "ENG-03", "HAZ-01"])
+typeCol = Col("Vehicle Type", ["Fire Engine", "Paramedic Ambulance", "Police Patrol Unit", "Fire Engine", "Hazmat Unit"])
+locationCol = Col("Assigned Location", ["5th Ave & Main St", "Route 9 North Ext.", "Downtown Plaza", "Oak Park Metro", "Port Harbor Terminal 3"])
+statusUnitCol = Col("Status", ["On Scene (Command)", "En Route (ETA 3m)", "Patrol / Perimeter", "On Scene", "Staged / Assessment"])
+
+roadworksHeading = Heading("16. Planned Roadworks This Month", "h3")
+roadworksTable = Table([rwLocationCol, rwScopeCol, rwDatesCol, rwImpactCol])
+rwLocationCol = Col("Corridor", ["Grand Ave Bridge", "Broadway Tunnel", "Outer Ring Road (Km 12-16)"])
+rwScopeCol = Col("Scope of Work", ["Structural Joint Replacement", "LED Lighting & Ventilation", "Resurfacing & Lane Expansion"])
+rwDatesCol = Col("Scheduled Dates", ["Oct 12 - Oct 18", "Oct 19 - Oct 22", "Oct 25 - Nov 05"])
+rwImpactCol = Col("Expected Impact", ["Single lane alternate traffic", "Full night closures (11pm-5am)", "Left lane closed / Reduced speed"])
+
+tabDistrictsEnergy = TabItem("districts_energy", "Environment & Energy (3, 4)", [envCard])
+envCard = Card([aqiHeading, aqiChart, energyHeading, energyChart], "sunk", "column", "m")
+
+aqiHeading = Heading("3. Air Quality Index (AQI) by District", "h3")
+aqiChart = BarChart(["Downtown", "North Metro", "Eastside/Port", "South Urban", "West Hills"], [aqiSeries], "grouped", "District", "AQI Score")
+aqiSeries = Series("AQI Rating", [62, 38, 78, 45, 24])
+
+energyHeading = Heading("4. Citywide Energy Use Over Past Week (GWh)", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energyResidential, energyCommercial, energyIndustrial], "natural", "Day of Week", "Gigawatt Hours (GWh)")
+energyResidential = Series("Residential", [42, 44, 43, 45, 48, 55, 52])
+energyCommercial = Series("Commercial", [68, 70, 72, 71, 69, 40, 35])
+energyIndustrial = Series("Industrial", [55, 56, 54, 55, 53, 30, 28])
+
+tabServicesMaintenance = TabItem("services_maint", "Infrastructure & Live Reports (10, 17)", [servicesCard])
+servicesCard = Card([maintHeading, maintTable, feedHeading, feedList], "sunk", "column", "m")
+
+maintHeading = Heading("17. Infrastructure Maintenance Due", "h3")
+maintTable = Table([assetCol, maintTypeCol, districtCol, dueCol, priorityCol])
+assetCol = Col("Asset Name", ["Pumping Station 4", "Traffic Light Array #104", "Subway Line B Switch 12", "Central Bridge Cable #4"])
+maintTypeCol = Col("Required Maintenance", ["Pump Impeller Service", "Controller Box Recalibration", "Hydraulic Cylinder Replace", "Ultrasonic Stress Test"])
+districtCol = Col("District", ["Eastside", "Downtown", "South Urban", "Downtown"])
+dueCol = Col("Due Date", ["Overdue (2d)", "Due Today", "In 3 Days", "In 5 Days"])
+priorityCol = Col("Priority", ["High", "Medium", "High", "Critical"])
+
+feedHeading = Heading("10. Live Incoming Citizen Reports", "h3")
+feedList = ListBlock([report1, report2, report3])
+report1 = ListItem("Pothole Hazard on 8th Street", "Reported 4 mins ago via City App • Downtown Central • Photo attached", null, "Review & Dispatch")
+report2 = ListItem("Streetlight Outage - Block 400", "Reported 12 mins ago via Call • North Metro", null, "Review & Dispatch")
+report3 = ListItem("Illegal Dumping in Park Alley", "Reported 25 mins ago via Web • West Hills", null, "Assign Sanitation")
+
+tabEventsCommunity = TabItem("events_comm", "Public Events (9)", [eventsCard])
+eventsCard = Card([eventsHeading, eventsTable], "sunk", "column", "m")
+
+eventsHeading = Heading("9. Public Events This Weekend", "h3")
+eventsTable = Table([eventNameCol, eventLocCol, eventTimeCol, eventAttCol, eventImpactCol])
+eventNameCol = Col("Event Name", ["Downtown Autumn Marathon", "Harbor Food & Music Fest", "City Tech Expo", "Farmers Market"])
+eventLocCol = Col("Location", ["Downtown Loop", "Eastside Waterfront Park", "Metro Convention Center", "West Hills Plaza"])
+eventTimeCol = Col("Schedule", ["Sat 06:00 - 13:00", "Sat-Sun 12:00 - 22:00", "Fri-Sun 09:00 - 18:00", "Sun 08:00 - 14:00"])
+eventAttCol = Col("Est. Attendance", ["15,000", "8,500", "22,000", "3,000"])
+eventImpactCol = Col("Ops Impact", ["Major Road Closures", "High Transit Demand", "Parking Surge", "Minor Traffic Detour"])
+
+quickActions = Card([actionsHeading, dispatchForm, alertForm], "sunk", "row", "l")
+actionsHeading = Heading("Emergency Operations & Control Actions", "h2")
+
+dispatchForm = Form("dispatch-crew-form", dispatchButtons, [dispatchIncident, dispatchUnit, dispatchNotes])
+dispatchIncident = FormControl("14. Dispatch Crew - Target Incident", dispatchIncSelect)
+dispatchIncSelect = Select("dispatch_incident", [incOpt1, incOpt2, incOpt3], "Select Active Incident")
+incOpt1 = SelectItem("INC-4091", "INC-4091: Water Main Break (5th Ave)")
+incOpt2 = SelectItem("INC-4088", "INC-4088: Collision (Route 9)")
+incOpt3 = SelectItem("INC-4085", "INC-4085: Signal Glitch (Port Harbor)")
+
+dispatchUnit = FormControl("Select Crew / Unit", dispatchUnitSelect)
+dispatchUnitSelect = Select("dispatch_unit", [unitOpt1, unitOpt2, unitOpt3], "Select Available Crew")
+unitOpt1 = SelectItem("CREW-UTIL-01", "Utility Repair Crew 01 (Public Works)")
+unitOpt2 = SelectItem("CREW-TRANS-04", "Traffic Signal Tech Team 04")
+unitOpt3 = SelectItem("CREW-ENG-05", "Fire & Rescue Engine 05")
+
+dispatchNotes = FormControl("Dispatch Instructions", dispatchNotesInput)
+dispatchNotesInput = Input("dispatch_notes", "Enter tactical response notes...")
+
+dispatchButtons = Buttons([submitDispatchBtn])
+submitDispatchBtn = Button("14. Dispatch Crew Now", null, "primary")
+
+alertForm = Form("public-alert-form", alertButtons, [alertTarget, alertMessage])
+alertTarget = FormControl("15. Send Public Alert - Target Zone", alertTargetSelect)
+alertTargetSelect = Select("alert_target", [zoneAll, zoneDowntown, zoneNorth], "Select Broadcast Zone")
+zoneAll = SelectItem("all_zones", "ALL DISTRICTS (Emergency Broadcast)")
+zoneDowntown = SelectItem("downtown_zone", "Downtown Central Only")
+zoneNorth = SelectItem("north_zone", "North Metro Corridor Only")
+
+alertMessage = FormControl("Alert Message Text", alertMessageInput, "Broadcasts to EAS, Mobile Push, and Digital Street Signage")
+alertMessageInput = TextArea("alert_message_text", "EMERGENCY ALERT: Water main break on 5th Ave. Please avoid the area and use 10th Ave detour.", 3)
+
+alertButtons = Buttons([submitAlertBtn])
+submitAlertBtn = Button("15. Send Public Alert", null, "primary", "destructive")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show expanded traffic sensor camera feeds")
+fu2 = FollowUpItem("Export weekly energy and environmental report")
+fu3 = FollowUpItem("Filter open incidents for Downtown district only")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r3.txt
new file mode 100644
index 000000000..64057433a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r3.txt
@@ -0,0 +1,132 @@
+root = Card([headerSection, topMetricsGrid, districtFilter, mainContentTabs, quickActions, followUps], "card", "column", "l")
+
+headerSection = CardHeader("Metropolis City Operations Center", "Real-Time Municipal Dashboard & Control Interface")
+
+topMetricsGrid = Table([metricCol, statusCol, detailCol])
+metricCol = Col("Live Indicator", ["Current Weather", "Downtown Parking", "Water Use Today", "Service Backlog"])
+statusCol = Col("Status / Value", ["72°F | Clear", "78% Available", "14.2 M Gal (Normal)", "342 Active Tickets"])
+detailCol = Col("Trend / Target", ["Humidity 45% · Wind 8mph SE", "2,450 / 3,140 spots open", "94% of daily baseline", "-12% vs last week average"])
+
+districtFilter = Form("district-filter-form", districtFilterButtons, [districtSelectControl])
+districtSelectControl = FormControl("Focus Area / District View", districtSelect, "Select a specific municipal district to filter telemetry and dispatch controls")
+districtSelect = Select("district_focus", [distAll, distNorth, distCentral, distSouth, distWest, distEast], "All Districts (Citywide)")
+distAll = SelectItem("all", "All Districts (Citywide)")
+distNorth = SelectItem("north", "North District")
+distCentral = SelectItem("central", "Central Business District")
+distSouth = SelectItem("south", "South Industrial Zone")
+distWest = SelectItem("west", "West Residential")
+distEast = SelectItem("east", "East Riverfront")
+districtFilterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply District Filter", null, "secondary", "normal", "small")
+
+mainContentTabs = Tabs([mobilityTab, envEnergyTab, incidentOpsTab, communityTab, infraTab])
+
+mobilityTab = TabItem("mobility", "Traffic & Transit", [mobilityHeading, congestionChart, transitHeading, transitTable, parkingHeading, parkingProgress])
+mobilityHeading = Heading("1. Traffic Congestion & Transit Punctuality", "h3")
+congestionChart = HorizontalBarChart(["Central", "North Corridor", "West Highway", "South Bridge", "East Arterial"], [congestionSeries], "grouped", "Congestion Index (%)", "District Zone")
+congestionSeries = Series("Current Congestion Level", [82, 45, 63, 78, 30])
+transitHeading = Heading("2. Transit Punctuality Overview", "h4")
+transitTable = Table([lineCol, modeCol, punctualityCol, statusTagCol])
+lineCol = Col("Line / Route", ["Metro Red Line", "Metro Blue Line", "Bus Route 101", "Bus Route 42", "Commuter Rail West"])
+modeCol = Col("Transit Type", ["Rail", "Rail", "Bus", "Bus", "Regional Train"])
+punctualityCol = Col("On-Time Rate", ["96.4%", "88.1%", "91.5%", "79.2%", "94.0%"])
+statusTagCol = Col("Operating Status", ["Normal", "Minor Delay", "Normal", "Rerouted", "Normal"])
+parkingHeading = Heading("8. Downtown Parking Availability", "h4")
+parkingProgress = Progress(78, "Downtown Parking Capacity (2,450 / 3,140 spots available)")
+
+envEnergyTab = TabItem("environment", "Air & Energy", [aqiHeading, aqiChart, energyHeading, energyChart, waterHeading, waterProgress])
+aqiHeading = Heading("3. Air Quality Index (AQI) by District", "h3")
+aqiChart = BarChart(["Central", "North", "South", "West", "East"], [aqiSeries], "grouped", "District", "AQI Level")
+aqiSeries = Series("AQI Level", [42, 28, 85, 35, 50])
+energyHeading = Heading("4. Citywide Energy Use Over Past Week", "h3")
+energyChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day of Week", "Megawatt Hours (MWh)")
+energySeries = Series("Energy Consumption (MWh)", [4200, 4350, 4100, 4480, 4600, 3900, 3750])
+waterHeading = Heading("5. Water Use Today", "h4")
+waterProgress = Progress(68, "Daily Water Reservoir Drawdown (14.2M / 21M Gallons Allocated)")
+
+incidentOpsTab = TabItem("incidents", "Incidents & Emergency", [incidentsHeading, incidentsTable, fleetHeading, fleetTable])
+incidentsHeading = Heading("6. Open Incidents", "h3")
+incidentsTable = Table([incIdCol, incLocCol, incDescCol, incSevCol, incStatusCol])
+incIdCol = Col("ID", ["INC-8091", "INC-8094", "INC-8098", "INC-8102"])
+incLocCol = Col("Location", ["Main St & 4th Ave", "East Industrial Pkwy", "Westside Highway Km 12", "North Civic Plaza"])
+incDescCol = Col("Description", ["Water Main Leak", "Power Substation Fault", "Multi-Vehicle Collision", "Signal Failure"])
+incSevCol = Col("Severity", ["High", "Critical", "High", "Medium"])
+incStatusCol = Col("Status", ["Crew Assigned", "Dispatch Pending", "On Scene", "Investigating"])
+fleetHeading = Heading("7. Emergency Vehicle Deployments", "h4")
+fleetTable = Table([unitCol, typeCol, assignedLocCol, fleetStatusCol])
+unitCol = Col("Unit ID", ["ENG-12", "MED-04", "RESCUE-01", "HAZMAT-02", "PATROL-88"])
+typeCol = Col("Vehicle Type", ["Fire Engine", "Ambulance", "Heavy Rescue", "Hazmat Unit", "Traffic Control"])
+assignedLocCol = Col("Deployment Sector", ["District 1 (Central)", "District 3 (South)", "West Highway Corridor", "East Industrial Zone", "North Square"])
+fleetStatusCol = Col("Deployment State", ["En Route", "On Scene", "On Scene", "Staged", "Patrolling"])
+
+communityTab = TabItem("community", "Citizen Reports & Events", [feedHeading, reportsFeed, eventsHeading, eventsTable])
+feedHeading = Heading("10. Live Citizen Reports Feed", "h3")
+reportsFeed = ListBlock([repItem1, repItem2, repItem3])
+repItem1 = ListItem("Pothole reported near 12th St Crossing", "2 mins ago via CityApp · West District · Photo attached")
+repItem2 = ListItem("Streetlight outage along Elm Avenue", "7 mins ago via Citizen Portal · North District")
+repItem3 = ListItem("Illegal dumping behind Commerce Park", "15 mins ago via Hotline · South District")
+eventsHeading = Heading("9. Public Events This Weekend", "h3")
+eventsTable = Table([eventNameCol, eventLocCol, eventTimeCol, eventImpactCol])
+eventNameCol = Col("Event Name", ["Downtown Marathon", "Riverfront Food Festival", "Civic Park Concert"])
+eventLocCol = Col("Location / Zone", ["Central Business District", "East Waterfront Park", "North Civic Amphitheater"])
+eventTimeCol = Col("Schedule", ["Sat 06:00 - 13:00", "Sat-Sun All Day", "Sun 18:00 - 22:00"])
+eventImpactCol = Col("Traffic Impact", ["Major Road Closures", "Pedestrian Congestion", "Moderate Parking Impact"])
+
+infraTab = TabItem("infrastructure", "Works & Maintenance", [roadworksHeading, roadworksTable, maintenanceHeading, maintenanceTable])
+roadworksHeading = Heading("16. Planned Roadworks This Month", "h3")
+roadworksTable = Table([rwProjectCol, rwLocCol, rwDatesCol, rwLaneImpactCol])
+rwProjectCol = Col("Project", ["Bridge Resurfacing", "Gas Line Replacement", "Smart Signal Upgrade"])
+rwLocCol = Col("Location", ["Grand Ave Bridge", "Oak Street Corridor", "Market St Intersections"])
+rwDatesCol = Col("Schedule Window", ["Oct 5 - Oct 18", "Oct 12 - Oct 28", "Oct 20 - Oct 25"])
+rwLaneImpactCol = Col("Lane Closures", ["2 Lanes Closed (Nightly)", "Single Lane Alternating", "Intermittent Delays"])
+maintenanceHeading = Heading("17. Infrastructure Due for Maintenance", "h4")
+maintenanceTable = Table([maintAssetCol, maintTypeCol, maintDueDateCol, maintPriorityCol])
+maintAssetCol = Col("Asset Name", ["Pumping Station 4B", "Traffic Sensor Grid #8", "Substation Transformer B", "Water Treatment Valve C"])
+maintTypeCol = Col("Required Service", ["Pump Seal Overhaul", "Calibrate Radar Units", "Coolant Flush & Inspection", "Actuator Replacement"])
+maintDueDateCol = Col("Due Date", ["Overdue (2 Days)", "Due in 3 Days", "Due in 5 Days", "Due in 12 Days"])
+maintPriorityCol = Col("Priority", ["Critical", "Medium", "High", "Low"])
+
+quickActions = Card([actionHeading, actionDrawersGroup], "sunk", "column", "m")
+actionHeading = Heading("City Response Control Center", "h3")
+actionDrawersGroup = Buttons([dispatchDrawer, alertDrawer])
+
+dispatchDrawer = DrawerBlock("14. Dispatch Maintenance / Emergency Crew", "Dispatch Field Operations Crew", "Deploy municipal field teams to active incidents or maintenance sites", dispatchForm)
+dispatchForm = Form("dispatch-crew-form", dispatchFormButtons, [dispatchIncidentControl, dispatchTeamControl, dispatchNotesControl])
+dispatchIncidentControl = FormControl("Target Incident / Location", dispatchIncidentInput, "Select or type incident reference")
+dispatchIncidentInput = Input("target_incident", "INC-8094 (East Industrial Pkwy)")
+dispatchTeamControl = FormControl("Assign Crew Type", dispatchTeamSelect)
+dispatchTeamSelect = Select("crew_type", [teamWater, teamElectric, teamRoads, teamFire, teamEMS], "Select Unit")
+teamWater = SelectItem("water", "Water & Utilities Crew")
+teamElectric = SelectItem("electric", "Electrical Grid Team")
+teamRoads = SelectItem("roads", "Public Works Road Crew")
+teamFire = SelectItem("fire", "Fire & Rescue Unit")
+teamEMS = SelectItem("ems", "Medical First Response")
+dispatchNotesControl = FormControl("Instructions for Field Crew", dispatchNotesInput)
+dispatchNotesInput = TextArea("dispatch_notes", "Priority response required. Secure perimeter upon arrival.", 3)
+dispatchFormButtons = Buttons([submitDispatchBtn])
+submitDispatchBtn = Button("Confirm & Dispatch Crew", null, "primary")
+
+alertDrawer = DrawerBlock("15. Broadcast Public Emergency Alert", "Send Citywide Public Alert", "Issue immediate notification to mobile apps, SMS network, and broadcast systems", alertForm)
+alertForm = Form("public-alert-form", alertFormButtons, [alertSeverityControl, alertAudienceControl, alertMessageControl])
+alertSeverityControl = FormControl("Alert Severity Level", alertSeveritySelect)
+alertSeveritySelect = Select("alert_severity", [sevInfo, sevWarning, sevEmergency], "Select Severity")
+sevInfo = SelectItem("info", "Advisory / Informational")
+sevWarning = SelectItem("warning", "Warning (Urgent)")
+sevEmergency = SelectItem("emergency", "Critical / Emergency Action")
+alertAudienceControl = FormControl("Target Broadcast Area", alertAudienceSelect)
+alertAudienceSelect = Select("alert_area", [audAll, audCentral, audNorth, audSouth, audWest, audEast], "Citywide Broadcast")
+audAll = SelectItem("all", "All Citywide Residents")
+audCentral = SelectItem("central", "Central District Only")
+audNorth = SelectItem("north", "North District Only")
+audSouth = SelectItem("south", "South District Only")
+audWest = SelectItem("west", "West District Only")
+audEast = SelectItem("east", "East District Only")
+alertMessageControl = FormControl("Alert Message Text", alertMessageInput, "Message will be broadcast immediately to all selected channels")
+alertMessageInput = TextArea("alert_message", "CIVIC ALERT: Water main break near East Industrial Pkwy. Expect traffic delays and localized pressure drops.", 4)
+alertFormButtons = Buttons([sendAlertBtn])
+sendAlertBtn = Button("Broadcast Emergency Alert Now", null, "primary", "destructive")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed traffic camera feed for Central District")
+fu2 = FollowUpItem("Export weekly energy and water consumption report")
+fu3 = FollowUpItem("View historical incident response times for South District")
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r4.txt
new file mode 100644
index 000000000..7d0a605ff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-city__r4.txt
@@ -0,0 +1,143 @@
+root = Card([header, filterSection, alertCallout, mainTabs, followUp])
+
+header = CardHeader("City Operations Center", "Real-Time Urban Infrastructure & Resource Management Platform")
+
+filterSection = Card([districtFilter], "sunk", "row", "m", "center", "between")
+districtFilter = FormControl("Active District Focus", districtSelect, "Select a district to filter metrics, incidents, and resources")
+districtSelect = Select("district_focus", [distAll, distDowntown, distNorth, distSouth, distEast, distWest], "All Districts (City-Wide)")
+distAll = SelectItem("all", "All Districts (City-Wide)")
+distDowntown = SelectItem("downtown", "Downtown Core")
+distNorth = SelectItem("north", "North District")
+distSouth = SelectItem("south", "South District")
+distEast = SelectItem("east", "East District")
+distWest = SelectItem("west", "West District")
+
+alertCallout = Callout("info", "System Status: Normal Operations", "All automated monitoring systems connected. 3 emergency crews currently on active deployment.")
+
+mainTabs = Tabs([tabOverview, tabIncidents, tabServices, tabEvents, tabActions])
+
+tabOverview = TabItem("overview", "City Overview & Utilities", [overviewHeader, weatherGrid, trafficGrid, airQualitySection, energyChart, waterProgress])
+overviewHeader = Heading("Live City Vitals", "h2")
+
+weatherGrid = Card([weatherBadge, weatherTemp, weatherHumidity, weatherWind], "sunk", "row", "l", "center", "around")
+weatherBadge = Badge("Current Weather", "default")
+weatherTemp = TextContent("**Temperature:** 22°C (Clear)")
+weatherHumidity = TextContent("**Humidity:** 45%")
+weatherWind = TextContent("**Wind:** 12 km/h NW")
+
+trafficGrid = Table([colTrafficMetric, colTrafficValue, colTrafficStatus])
+colTrafficMetric = Col("Traffic & Transit Metric", ["Current Road Congestion Level", "Transit Punctuality (On-Time)", "Downtown Parking Availability"])
+colTrafficValue = Col("Current Value", ["68% (Moderate)", "91.4%", "1,420 / 4,500 spaces (31% free)"])
+colTrafficStatus = Col("Status", ["Heavy along Central Ave", "Operating Normally", "High Demand"])
+
+airQualitySection = Card([aqHeading, aqChart], "card")
+aqHeading = Heading("Air Quality Index (AQI) by District", "h3")
+aqChart = HorizontalBarChart(["Downtown Core", "North District", "South District", "East District", "West District"], [aqSeries], "grouped", "District", "AQI Value")
+aqSeries = Series("AQI", [78, 42, 35, 88, 50])
+
+energyChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energyGridSeries, energySolarSeries], "natural", "Day of Past Week", "Energy Consumption (MWh)")
+energyGridSeries = Series("Grid Power", [1420, 1480, 1510, 1490, 1530, 1310, 1280])
+energySolarSeries = Series("Renewables Share", [380, 410, 450, 420, 390, 480, 510])
+
+waterProgress = Progress(74, "Today's Water Consumption (74% of daily allocation target, 18.5M Liters used)")
+
+tabIncidents = TabItem("incidents", "Incidents & Emergency Deployment", [incidentsHeader, openIncidentsTable, deployHeading, emergencyDeployTable, feedsHeading, feedsGrid])
+incidentsHeader = Heading("Active Emergency Operations", "h2")
+
+openIncidentsTable = Table([colIncId, colIncLoc, colIncType, colIncSev, colIncStatus])
+colIncId = Col("Incident ID", ["INC-4091", "INC-4092", "INC-4095", "INC-4098"])
+colIncLoc = Col("Location", ["Central Ave & 4th St", "North Metro Station", "East Harbor Wharf", "West Park Reservoir"])
+colIncType = Col("Type", ["Water Main Leak", "Signal Malfunction", "Minor Vehicle Collision", "Power Substation Alarm"])
+colIncSev = Col("Severity", ["High", "Medium", "Medium", "Low"])
+colIncStatus = Col("Dispatch Status", ["Crew Dispatched", "Under Investigation", "En Route", "Monitoring"])
+
+deployHeading = Heading("Emergency Vehicle Deployments", "h3")
+emergencyDeployTable = Table([colUnitId, colUnitType, colAssignedInc, colSector, colUnitStatus])
+colUnitId = Col("Unit ID", ["ENG-12", "MED-04", "RESCUE-01", "POL-88", "UTIL-09"])
+colUnitType = Col("Vehicle Type", ["Fire Engine", "Ambulance", "Heavy Rescue", "Patrol Car", "Utility Truck"])
+colAssignedInc = Col("Assigned Incident", ["INC-4091", "INC-4095", "INC-4095", "Traffic Patrol", "INC-4091"])
+colSector = Col("Sector", ["Downtown Core", "East District", "East District", "South District", "Downtown Core"])
+colUnitStatus = Col("Current Status", ["On Scene", "En Route", "En Route", "Patrolling", "On Scene"])
+
+feedsHeading = Heading("Live Citizen Reports Stream", "h3")
+feedsGrid = ListBlock([report1, report2, report3])
+report1 = ListItem("Citizen Report #8821: Broken Traffic Light", "Received 3m ago from Downtown Core — 'Flashing red in all directions at 5th Ave'", null, "Verify")
+report2 = ListItem("Citizen Report #8820: Large Pothole", "Received 11m ago from West District — 'Hazardous pothole near Highway 12 exit'", null, "Verify")
+report3 = ListItem("Citizen Report #8819: Noise Complaint", "Received 24m ago from South District — 'Unsanctioned construction sound'", null, "Verify")
+
+tabServices = TabItem("services", "Infrastructure & Maintenance", [servicesHeader, backlogCard, roadworksTable, maintenanceTable])
+servicesHeader = Heading("Public Works & Infrastructure", "h2")
+
+backlogCard = Card([backlogHeader, backlogProgress, backlogDetails], "sunk")
+backlogHeader = Heading("Service Request Backlog", "h3")
+backlogProgress = Progress(62, "Backlog Resolution Capacity: 62% cleared this week")
+backlogDetails = TextContent("Total open service requests: **1,248** (342 Potholes, 215 Streetlights, 189 Sanitation, 402 Water/Sewer, 100 Other)")
+
+roadworksTable = Table([colRoadLoc, colRoadWork, colRoadDates, colRoadImpact])
+colRoadLoc = Col("Planned Roadworks (This Month)", ["Main St Overpass", "Grand Boulevard", "Pier Avenue Bridge", "Outer Beltway Km 14-18"])
+colRoadWork = Col("Project Scope", ["Structural Resurfacing", "Water Line Replacement", "Expansion Joint Repair", "Lane Widening"])
+colRoadDates = Col("Schedule", ["Oct 5 - Oct 18", "Oct 12 - Nov 02", "Oct 20 - Oct 25", "Oct 28 - Nov 15"])
+colRoadImpact = Col("Traffic Impact", ["Nightly Closures", "Single Lane Alternate", "Full Closure Weekend", "Left Lane Blocked"])
+
+maintenanceTable = Table([colMaintAsset, colMaintType, colMaintDue, colMaintRisk])
+colMaintAsset = Col("Infrastructure Due for Maintenance", ["Substation B-4 Transformer", "Pumping Station 2 Valve", "Metro Line 1 Signals", "Civic Center HVAC"])
+colMaintType = Col("Maintenance Type", ["Preventative Calibration", "Gasket & Seal Replacement", "Relay Replacement", "Filter & Compressor Service"])
+colMaintDue = Col("Due Date", ["Overdue (2 days)", "Due Today", "Due in 3 days", "Due in 7 days"])
+colMaintRisk = Col("Risk Level", ["High", "High", "Medium", "Low"])
+
+tabEvents = TabItem("events", "Public Events", [eventsHeader, eventsTable])
+eventsHeader = Heading("Public Events This Weekend", "h2")
+eventsTable = Table([colEvName, colEvLoc, colEvTime, colEvAttendance, colEvImpact])
+colEvName = Col("Event Name", ["Downtown Autumn Marathon", "Waterfront Music Festival", "Farmers Market & Craft Fair", "City Arena Basketball Game"])
+colEvLoc = Col("Location", ["Downtown Core (Main St Route)", "East District Waterfront Park", "South Square Market Plaza", "West District Sports Complex"])
+colEvTime = Col("Schedule", ["Saturday 06:00 - 13:00", "Saturday 14:00 - 23:00", "Sunday 08:00 - 14:00", "Sunday 18:00 - 21:30"])
+colEvAttendance = Col("Est. Attendance", ["15,000", "22,000", "4,500", "18,000"])
+colEvImpact = Col("Operational Note", ["Major Road Closures & Transit Detours", "Extra Transit Shuttles Deployed", "Local Parking Restrictions", "Heavy Traffic Pre/Post Game"])
+
+tabActions = TabItem("actions", "Control & Dispatch Center", [actionsHeader, dispatchForm, alertForm])
+actionsHeader = Heading("Command Operations & Actions", "h2")
+
+dispatchForm = Form("dispatch-form", dispatchButtons, [dispatchTypeField, dispatchLocField, dispatchCrewField, dispatchNotesField])
+dispatchTypeField = FormControl("Incident / Task Type", dispatchTypeInput)
+dispatchTypeInput = Select("dispatch_type", [optPipe, optSignal, optRoad, optGeneral], "Select incident type")
+optPipe = SelectItem("pipe", "Water Main / Utility Leak")
+optSignal = SelectItem("signal", "Traffic Signal Repair")
+optRoad = SelectItem("road", "Road Debris / Hazard Clearance")
+optGeneral = SelectItem("general", "General Municipal Crew Dispatch")
+dispatchLocField = FormControl("Deployment Location / Sector", dispatchLocInput)
+dispatchLocInput = Input("dispatch_location", "e.g., Central Ave & 4th St")
+dispatchCrewField = FormControl("Assign Crew Unit", dispatchCrewInput)
+dispatchCrewInput = Select("dispatch_crew", [crew1, crew2, crew3], "Select available crew")
+crew1 = SelectItem("crew_water_01", "Water Maintenance Unit #1 (Available)")
+crew2 = SelectItem("crew_traffic_04", "Traffic Signals Response Unit #4 (Available)")
+crew3 = SelectItem("crew_public_02", "Public Works Field Unit #2 (Available)")
+dispatchNotesField = FormControl("Dispatch Instructions / Priority", dispatchNotesInput)
+dispatchNotesInput = TextArea("dispatch_notes", "Enter specific operational instructions for field personnel...", 3)
+dispatchButtons = Buttons([btnDispatchSubmit, btnDispatchClear])
+btnDispatchSubmit = Button("Dispatch Field Crew", null, "primary")
+btnDispatchClear = Button("Reset Form", null, "tertiary")
+
+alertForm = Form("public-alert-form", alertButtons, [alertTargetField, alertSeverityField, alertMessageField])
+alertTargetField = FormControl("Public Alert Broadcast Target Zone", alertTargetInput)
+alertTargetInput = Select("alert_target", [targetAll, targetDowntown, targetNorth, targetSouth, targetEast, targetWest], "Select target region")
+targetAll = SelectItem("all_zones", "All City Zones (Emergency Mass Broadcast)")
+targetDowntown = SelectItem("downtown_zone", "Downtown Core Only")
+targetNorth = SelectItem("north_zone", "North District Only")
+targetSouth = SelectItem("south_zone", "South District Only")
+targetEast = SelectItem("east_zone", "East District Only")
+targetWest = SelectItem("west_zone", "West District Only")
+alertSeverityField = FormControl("Alert Severity Level", alertSeverityInput)
+alertSeverityInput = Select("alert_severity", [sevInfo, sevWarn, sevCrit], "Select alert level")
+sevInfo = SelectItem("info", "Informational / Advisory")
+sevWarn = SelectItem("warning", "Warning (Traffic / Service Disruption)")
+sevCrit = SelectItem("critical", "CRITICAL EMERGENCY (Immediate Public Safety)")
+alertMessageField = FormControl("Public Alert Message", alertMessageInput, "Message will be pushed to SMS, mobile app, and public display boards")
+alertMessageInput = TextArea("alert_message", "e.g., Road closure on Main St due to emergency repairs. Please use alternate routes.", 4)
+alertButtons = Buttons([btnAlertSubmit, btnAlertCancel])
+btnAlertSubmit = Button("Broadcast Public Alert", null, "primary")
+btnAlertCancel = Button("Cancel Alert", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Focus on Downtown Core district")
+f2 = FollowUpItem("Dispatch crew to INC-4091")
+f3 = FollowUpItem("Send public alert for marathon road closures")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..5cc4fa30b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r1.txt
@@ -0,0 +1,162 @@
+root = Card([header, mainStats, topRow, midRow, bottomRow, actionForms, followUps], "sunk", "column", "m")
+header = CardHeader("Emergency Response Coordination Center", "Live Incident Command & Situation Dashboard — Operational Status")
+
+mainStats = SectionBlock([kpiSection])
+kpiSection = SectionItem("kpi_summary", "Overall Severity & Incident Summary", [kpiContent, severitySummary])
+kpiContent = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Indicator", ["Overall Severity Level", "Total Rescued", "Casualties Reported", "Donations Received", "Open Action Items"])
+kpiValue = Col("Current Status", ["CRITICAL (Level 4)", "342 People", "12 Confirmed", "$145,200", "8 Pending Requests"])
+kpiTrend = Col("24h Change", ["+1 Level", "+84", "+2", "+$32,000", "-4 resolved"])
+severitySummary = TextCallout("danger", "CRITICAL LEVEL 4 ALERT", "Extreme weather impact in North & East Zones. Primary resources deployed. Evacuation route ER-02 compromised.")
+
+topRow = Tabs([incidentsTab, routesTab, sheltersTab, hospitalsTab])
+
+incidentsTab = TabItem("incidents", "Active Incidents & Zones", [zoneFilter, incidentTable])
+zoneFilter = Callout("info", "Zone Focus", "Currently viewing all operational zones. Select a specific zone to isolate dispatch parameters.")
+incidentTable = Table([incZone, incDesc, incSeverity, incStatus])
+incZone = Col("Zone", ["North Zone", "North Zone", "East Zone", "Central Zone", "South Zone"])
+incDesc = Col("Incident Description", ["Flash Flood - Sector 4", "Power Grid Failure", "Levee Breach - River Rd", "Building Collapse", "Road Washout - Hwy 10"])
+incSeverity = Col("Severity", ["CRITICAL", "HIGH", "CRITICAL", "HIGH", "MEDIUM"])
+incStatus = Col("Status", ["Rescue In Progress", "Crews Dispatched", "Evacuation Ordered", "Search & Rescue", "Monitored"])
+
+routesTab = TabItem("routes", "Evacuation Routes & Road Closures", [routeTable, roadTable])
+routeTable = Table([routeName, routeStatus, routeCongestion])
+routeName = Col("Evacuation Route", ["ER-01 (Hwy 45 North)", "ER-02 (River Highway)", "ER-03 (East Expressway)", "ER-04 (South Arterial)"])
+routeStatus = Col("Status", ["CLEAR / OPEN", "BLOCKED / CLOSED", "HEAVY TRAFFIC", "CLEAR / OPEN"])
+routeCongestion = Col("Capacity Load", ["35%", "100% (Submerged)", "82%", "20%"])
+roadTable = Table([roadName, roadLocation, roadReason])
+roadName = Col("Closed Road", ["Hwy 10 Mile Marker 12-18", "Bridge St at 5th Ave", "Oak Ridge Pass"])
+roadLocation = Col("Zone", ["South Zone", "Central Zone", "North Zone"])
+roadReason = Col("Closure Cause", ["Washout", "Structural Inspection", "Landslide Risk"])
+
+sheltersTab = TabItem("shelters", "Shelters & Capacity", [shelterTable, shelterChart])
+shelterTable = Table([shelterName, shelterLoc, shelterCap, shelterOcc, shelterStatus])
+shelterName = Col("Shelter Location", ["Central High Gymnasium", "Westside Community Center", "North Arena Complex", "South Baptist Church"])
+shelterLoc = Col("Zone", ["Central", "West", "North", "South"])
+shelterCap = Col("Capacity", [500, 300, 1200, 250])
+shelterOcc = Col("Occupancy", [420, 285, 610, 110])
+shelterStatus = Col("Status", ["NEAR CAPACITY", "FULL", "OPEN", "OPEN"])
+shelterChart = HorizontalBarChart(["Central High", "Westside Comm", "North Arena", "South Baptist"], [shelterCapSeries, shelterOccSeries], "grouped", "Shelter", "Persons")
+shelterCapSeries = Series("Total Capacity", [500, 300, 1200, 250])
+shelterOccSeries = Series("Current Occupants", [420, 285, 610, 110])
+
+hospitalsTab = TabItem("hospitals", "Hospitals & Bed Availability", [hospitalTable])
+hospitalTable = Table([hospName, hospZone, hospErStatus, hospFreeBeds, hospIcuBeds])
+hospName = Col("Hospital Name", ["St. Jude Medical Center", "City General Hospital", "Memorial Regional", "Northside Trauma Center"])
+hospZone = Col("Zone", ["Central", "East", "West", "North"])
+hospErStatus = Col("ER Status", ["OPEN", "DIVERTING", "OPEN", "OPEN"])
+hospFreeBeds = Col("Available Free Beds", [24, 0, 41, 12])
+hospIcuBeds = Col("ICU Available", [3, 0, 8, 2])
+
+midRow = Accordion([resourcesAcc, weatherAcc, opsAcc])
+
+resourcesAcc = AccordionItem("resources", "3. Available Resources (Vehicles, Personnel, Supplies)", [resTable, supplyProgress])
+resTable = Table([resCat, resAvail, resDeployed, resTotal])
+resCat = Col("Resource Type", ["Ambulances", "High-Water Rescue Vehicles", "Fire Engines / Boats", "Paramedics / EMTs", "Search & Rescue Personnel", "Hazmat Squads"])
+resAvail = Col("Available / Ready", [14, 3, 6, 42, 28, 4])
+resDeployed = Col("Deployed", [26, 12, 14, 110, 65, 2])
+resTotal = Col("Total Inventory", [40, 15, 20, 152, 93, 6])
+supplyProgress = Table([supItem, supQty, supStatus])
+supItem = Col("Essential Supplies", ["Potable Water (Liters)", "Emergency Meals (MREs)", "Medical Kits", "Generators"])
+supQty = Col("In Stock", ["45,000 L", "18,200", "1,400 Units", "62 Units"])
+supStatus = Col("Stock Level", ["SURGE READY", "ADEQUATE", "CRITICAL LOW", "ADEQUATE"])
+
+weatherAcc = AccordionItem("weather", "6. 48-Hour Weather Forecast", [weatherTable, weatherChart])
+weatherTable = Table([timeWindow, tempCond, precip, windSpeed])
+timeWindow = Col("Period", ["Next 0-12 Hours", "12-24 Hours", "24-36 Hours", "36-48 Hours"])
+tempCond = Col("Condition", ["Heavy Rain / Storm", "Torrential Rain", "Light Showers", "Partly Cloudy"])
+precip = Col("Precipitation", ["85 mm", "110 mm", "15 mm", "0 mm"])
+windSpeed = Col("Wind Speed", ["55 km/h (Gusto 80)", "65 km/h (Guts 95)", "30 km/h", "15 km/h"])
+weatherChart = LineChart(["0-12h", "12-24h", "24-36h", "36-48h"], [rainSeries, windSeries], "natural", "Timeframe", "Impact Units")
+rainSeries = Series("Precipitation (mm)", [85, 110, 15, 0])
+windSeries = Series("Wind Gusts (km/h)", [80, 95, 40, 20])
+
+opsAcc = AccordionItem("ops", "8, 10, 11, 14. Personnel, Tasks, Comms & Aid Requests", [commsList, tasksTable, aidReqTable, volTable])
+commsList = Table([commChan, commType, commStatus, commNotes])
+commChan = Col("Communication Channel", ["Primary Radio (Ch 1-4)", "TAC-2 Emergency Backup", "Cellular Network (FirstNet)", "Satellite Uplink", "Public Alert Siren Network"])
+commType = Col("Type", ["VHF/UHF", "Radio", "Mobile", "SAT", "Siren"])
+commStatus = Col("Operational Status", ["ONLINE", "ONLINE", "DEGRADED (30% Towers Down)", "ONLINE", "ONLINE"])
+commNotes = Col("Notes", ["Clear", "Backup ready", "Tower 4 off", "Operational", "Tested at 08:00"])
+
+tasksTable = Table([taskId, taskDesc, taskZone, taskAssignee, taskStatus])
+taskId = Col("Task ID", ["TSK-101", "TSK-102", "TSK-103", "TSK-104"])
+taskDesc = Col("Open Action Task", ["Deploy Sandbags to River Rd", "Deliver Water to Shelter B", "Repair Fiber Link at HQ", "Establish Field Triage Zone"])
+taskZone = Col("Zone", ["East", "West", "North", "Central"])
+taskAssignee = Col("Assignee", ["Capt. M. Miller", "Supply Convoy 3", "Comms Tech Team A", "Dr. S. Vance"])
+taskStatus = Col("Status", ["IN PROGRESS", "EN ROUTE", "PENDING", "COMPLETED"])
+
+aidReqTable = Table([aidId, aidType, aidQty, aidLocation, aidUrgency])
+aidId = Col("Req ID", ["REQ-401", "REQ-402", "REQ-403"])
+aidType = Col("Aid Requested", ["Pediatric Insulin", "Industrial Water Pumps", "Blankets & Cots"])
+aidQty = Col("Quantity", ["50 Vials", "4 Units", "500 Sets"])
+aidLocation = Col("Requesting Location", ["East Medical Tent", "North Zone Levee", "Central Shelter"])
+aidUrgency = Col("Urgency", ["CRITICAL", "HIGH", "MEDIUM"])
+
+volTable = Table([volName, volSkill, volZone, volAssignment])
+volName = Col("Volunteer Name", ["Sarah Jenkins", "David Ross", "Elena Gomez", "Mark Thorne"])
+volSkill = Col("Skillset", ["Registered Nurse", "CDL Driver / Heavy Transport", "Bilingual Translator", "General Support"])
+volAssignment = Col("Current Assignment", ["Central Triage Center", "Supply Convoy Alpha", "Shelter Information Desk", "Sandbag Staging Area"])
+
+bottomRow = SectionBlock([actionFormsSection])
+actionFormsSection = SectionItem("actions_management", "Interactive Command Actions (Requests, Broadcasts, Zone Focus & SitReps)", [actionGrid])
+
+actionGrid = Card([focusDrawer, reqDrawer, broadcastDrawer, sitrepDrawer], "clear", "row", "m", "center", "center")
+
+focusDrawer = DrawerBlock("Focus on Zone", "Zone Operational Isolation", "Select a specific operational zone to filter all incident streams and dispatch monitors.", zoneFocusForm)
+zoneFocusForm = Form("zone_focus", zoneBtn, [zoneField])
+zoneField = FormControl("Target Zone", zoneSelect)
+zoneSelect = Select("zone_id", [zAll, zNorth, zEast, zCentral, zSouth, zWest], "Choose zone...")
+zAll = SelectItem("all", "All Zones (Global View)")
+zNorth = SelectItem("north", "North Zone")
+zEast = SelectItem("east", "East Zone")
+zCentral = SelectItem("central", "Central Zone")
+zSouth = SelectItem("south", "South Zone")
+zWest = SelectItem("west", "West Zone")
+zoneBtn = Buttons([applyZoneBtn])
+applyZoneBtn = Button("Apply Zone Filter", null, "primary")
+
+reqDrawer = DrawerBlock("Request Resources", "Request Emergency Resources", "Submit official request for additional equipment, personnel, or supplies from state reserve.", reqForm)
+reqForm = Form("resource_request", reqFormBtns, [reqTypeField, reqQtyField, reqPriorityField, reqNotesField])
+reqTypeField = FormControl("Resource Type", reqTypeInput)
+reqTypeInput = Input("res_type", "e.g., High-water Rescue Vehicle, Generator")
+reqQtyField = FormControl("Quantity Needed", reqQtyInput)
+reqQtyInput = Input("res_qty", "10", "number")
+reqPriorityField = FormControl("Priority Level", reqPrioritySelect)
+reqPrioritySelect = Select("res_priority", [p1, p2, p3], "Select priority")
+p1 = SelectItem("critical", "Critical - Immediate Life Safety")
+p2 = SelectItem("high", "High - Urgent Operational Need")
+p3 = SelectItem("routine", "Routine - Support / Replenishment")
+reqNotesField = FormControl("Justification & Destination", reqNotesArea)
+reqNotesArea = TextArea("res_notes", "Specify location and tactical necessity...", 3)
+reqFormBtns = Buttons([submitReqBtn])
+submitReqBtn = Button("Submit Resource Request", null, "primary")
+
+broadcastDrawer = DrawerBlock("Broadcast Update", "Emergency Mass Broadcast", "Send emergency alert to field units, public channels, and emergency communications network.", broadcastForm)
+broadcastForm = Form("broadcast_msg", broadcastBtns, [channelField, msgField])
+channelField = FormControl("Target Channels", channelCheck)
+channelCheck = CheckBoxGroup("channels", [cb1, cb2, cb3])
+cb1 = CheckBoxItem("EAS Public Alert", "Broadcast to civilian phones/radios", "eas", true)
+cb2 = CheckBoxItem("Field Units (VHF)", "Dispatch to active responders", "field", true)
+cb3 = CheckBoxItem("Shelter Network", "Send to shelter directors", "shelters", false)
+msgField = FormControl("Broadcast Message", msgArea)
+msgArea = TextArea("broadcast_text", "EVACUATION WARNING: North Zone flood waters rising...", 3)
+broadcastBtns = Buttons([sendBroadcastBtn])
+sendBroadcastBtn = Button("Transmit Emergency Broadcast", null, "primary")
+
+sitrepDrawer = DrawerBlock("File Situation Report", "File Formal Situation Report (SitRep)", "Log official operational sitrep into the permanent command record.", sitrepForm)
+sitrepForm = Form("sitrep_file", sitrepBtns, [repPeriodField, summaryField, hazardsField])
+repPeriodField = FormControl("Reporting Period", repPeriodInput)
+repPeriodInput = Input("rep_period", "Shift 2 - Operational Period 08:00 - 16:00")
+summaryField = FormControl("Operational Summary", summaryArea)
+summaryArea = TextArea("sitrep_summary", "Provide concise summary of major events and progress...", 3)
+hazardsField = FormControl("Upcoming Hazards & Blockers", hazardsArea)
+hazardsArea = TextArea("sitrep_hazards", "Detail anticipated risks over next 12 hours...", 2)
+sitrepBtns = Buttons([submitSitrepBtn])
+submitSitrepBtn = Button("File Official SitRep", null, "primary")
+
+actionForms = Separator("horizontal")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export current casualty and rescue log to PDF")
+f2 = FollowUpItem("Dispatch additional water pumps to East Zone")
+f3 = FollowUpItem("Check shelter stock replenishment schedule")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..7c9987a2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r2.txt
@@ -0,0 +1,238 @@
+root = Card([header, focusZoneCard, mainTabs, followUp], "card", "column", "m")
+header = CardHeader("Emergency Response Coordination Center", "Real-time Operations & Incident Command Center Dashboard")
+
+focusZoneCard = Card([focusZoneHeader, focusZoneForm], "sunk", "row", "m", "center", "between")
+focusZoneHeader = CardHeader("Zone Focus Filter", "Filter tactical display by command sector")
+focusZoneForm = Form("zone_filter_form", focusZoneBtnGroup, [focusZoneControl])
+focusZoneControl = FormControl("Active Command Zone", focusZoneSelect)
+focusZoneSelect = Select("zone_select", [zoneAll, zoneNorth, zoneSouth, zoneEast, zoneWest, zoneCentral], "Select zone to isolate...")
+zoneAll = SelectItem("all", "All Zones (Overview)")
+zoneNorth = SelectItem("north", "Zone Alpha (North Shore)")
+zoneSouth = SelectItem("south", "Zone Bravo (South Basin)")
+zoneEast = SelectItem("east", "Zone Charlie (East Ridge)")
+zoneWest = SelectItem("west", "Zone Delta (West Valley)")
+zoneCentral = SelectItem("central", "Zone Echo (Central Metro)")
+focusZoneBtnGroup = Buttons([applyZoneBtn])
+applyZoneBtn = Button("Apply Zone Focus", null, "primary", "normal", "small")
+
+mainTabs = Tabs([tacticalTab, logisticsTab, publicTab, adminTab])
+
+tacticalTab = TabItem("tactical", "Tactical & Operations", [tacticalGrid])
+tacticalGrid = Card([incidentsSection, statusSection, routesAndRoadsSection, hospitalsSection], "clear", "column", "l")
+
+incidentsSection = Card([incidentsHeader, incidentsTable, severityChart], "card", "column", "m")
+incidentsHeader = CardHeader("1. Active Incidents by Zone & Severity", "Live field emergency reports and threat levels")
+incidentsTable = Table([incZoneCol, incTypeCol, incSevCol, incStatusCol])
+incZoneCol = Col("Zone", ["Zone Alpha (North)", "Zone Bravo (South)", "Zone Charlie (East)", "Zone Delta (West)", "Zone Echo (Central)"])
+incTypeCol = Col("Incident Type", ["Flash Flooding", "Structural Collapse", "Power Grid Failure", "Landslide Risk", "Hazmat Spill"])
+incSevCol = Col("Severity Level", ["CRITICAL (Level 5)", "EXTREME (Level 4)", "HIGH (Level 3)", "MODERATE (Level 2)", "CRITICAL (Level 5)"])
+incStatusCol = Col("Response Status", ["Active Evacuation", "Search & Rescue", "Crew Dispatched", "Monitoring", "Containment Active"])
+
+severityChart = HorizontalBarChart(["Zone Alpha", "Zone Bravo", "Zone Charlie", "Zone Delta", "Zone Echo"], [sevSeriesCat5, sevSeriesCat4, sevSeriesCat3], "stacked", "Command Zone", "Active Incidents Count")
+sevSeriesCat5 = Series("Critical (L5)", [3, 5, 1, 0, 4])
+sevSeriesCat4 = Series("Extreme (L4)", [2, 3, 4, 1, 2])
+sevSeriesCat3 = Series("High (L3)", [5, 2, 2, 6, 1])
+
+statusSection = Card([statusHeader, casualtiesTable, commsTable], "card", "column", "m")
+statusHeader = CardHeader("2, 7 & 11. Impact Summary, Casualties & Communications", "Human impact counts and operational infrastructure readiness")
+casualtiesTable = Table([casMetricCol, casCountCol, casNotesCol])
+casMetricCol = Col("Metric", ["7. People Rescued", "7. Confirmed Casualties", "7. Reported Missing", "2. Total Affected Population", "2. Overall Threat Level"])
+casCountCol = Col("Count / Value", ["1,420", "14", "38", "45,000", "RED - CRITICAL LEVEL 4"])
+casNotesCol = Col("Tactical Notes", ["Transferred to primary shelters", "Triage center verified", "Active canine search underway", "Evacuation orders active in 3 zones", "Multi-agency coordination engaged"])
+
+commsTable = Table([commChannelCol, commTypeCol, commStatusCol, commRelayCol])
+commChannelCol = Col("11. Communication Channel", ["FirstNet Tactical Radio", "Satellite Mesh Net Alpha", "County VHF Repeaters", "Public Emergency Broadcast (EAS)", "Cellular Towers (Sector 4)"])
+commTypeCol = Col("Type", ["Encrypted Voice", "Data / Telemetry", "Voice Backup", "Civilian Alert", "Commercial Cellular"])
+commStatusCol = Col("Operational Status", ["ONLINE (UP)", "ONLINE (UP)", "DEGRADED (PARTIAL)", "ONLINE (UP)", "OFFLINE (DOWN)"])
+commRelayCol = Col("Primary Relay Node", ["Command Post 1", "SAT-LINK 04", "Tower Hill West", "State EOC Bridge", "Mobile Cell Trailer 2"])
+
+routesAndRoadsSection = Card([routesHeader, routesTable, roadsTable], "card", "column", "m")
+routesHeader = CardHeader("5 & 12. Evacuation Routes & Road Closures", "Transport corridor status and movement restrictions")
+routesTable = Table([routeNameCol, routeZoneCol, routeStatusCol, routeFlowCol])
+routeNameCol = Col("5. Evacuation Route", ["Corridor Alpha (HWY 101 North)", "Corridor Bravo (I-95 South)", "Corridor Charlie (Route 4 West)", "Corridor Delta (Coastal Spur)", "Corridor Echo (Metro Expressway)"])
+routeZoneCol = Col("Zone", ["Zone Alpha", "Zone Bravo", "Zone Charlie", "Zone Delta", "Zone Echo"])
+routeStatusCol = Col("Route Status", ["OPEN - CLEAR", "RESTRICTED (Emergency Only)", "BLOCKED (Flooding)", "OPEN - HEAVY TRAFFIC", "OPEN - CONTROLED"])
+routeFlowCol = Col("Flow Rate / Capacity", ["100% / Optimal", "40% / Escorted Escort", "0% / Rerouted to Route 4B", "75% / Slow Traffic", "90% / Moderate"])
+
+roadsTable = Table([roadNameCol, roadZoneCol, roadReasonCol, roadEstReopenCol])
+roadNameCol = Col("12. Road Closed", ["Bridge Street (Mile 4-8)", "River Road Crossing", "Mountain Pass Highway", "Harbor Boulevard Tunnel", "Industrial Parkway"])
+roadZoneCol = Col("Zone", ["Zone Alpha", "Zone Bravo", "Zone Charlie", "Zone Delta", "Zone Echo"])
+roadReasonCol = Col("Closure Reason", ["Bridge Deck Structural Damage", "Submerged - 4ft Water", "Rockslide / Debris", "Powerlines Down", "Hazmat Decontamination Zone"])
+roadEstReopenCol = Col("Est. Reopening", ["48 Hours", "24 Hours", "72 Hours", "12 Hours", "36 Hours"])
+
+hospitalsSection = Card([hospitalsHeader, hospitalsTable], "card", "column", "m")
+hospitalsHeader = CardHeader("13. Nearby Hospitals & Bed Availability", "Medical facility intake capacity and triage status")
+hospitalsTable = Table([hospNameCol, hospZoneCol, hospFreeBedsCol, hospIcuBedsCol, hospStatusCol])
+hospNameCol = Col("13. Hospital Facility", ["St. Jude Trauma Center", "County General Hospital", "Mercy Relief Field Hospital", "Valley Medical Center", "Northshore Community Hospital"])
+hospZoneCol = Col("Zone", ["Zone Echo", "Zone Alpha", "Zone Bravo", "Zone Charlie", "Zone Alpha"])
+hospFreeBedsCol = Col("Free General Beds", ["12", "4", "45", "8", "0 (FULL)"])
+hospIcuBedsCol = Col("Free ICU Beds", ["2", "0", "10", "1", "0"])
+hospStatusCol = Col("Intake Status", ["Accepting Critical", "Diverting Non-Emergency", "Open All Intakes", "Accepting Critical", "Diverted"])
+
+
+logisticsTab = TabItem("logistics", "Logistics & Resources", [logisticsGrid])
+logisticsGrid = Card([resourcesSection, sheltersSection, resourceReqFormSection], "clear", "column", "l")
+
+resourcesSection = Card([resourcesHeader, resourcesTable], "card", "column", "m")
+resourcesHeader = CardHeader("3. Available Vehicles, Personnel & Supplies", "Real-time logistics inventory and operational readiness")
+resourcesTable = Table([resCategoryCol, resItemCol, resAvailCol, resTotalCol, resLocCol])
+resCategoryCol = Col("Resource Type", ["3. Vehicles", "3. Vehicles", "3. Vehicles", "3. Personnel", "3. Personnel", "3. Personnel", "3. Supplies", "3. Supplies", "3. Supplies"])
+resItemCol = Col("Item / Specialty", ["High-Water Rescue Trucks", "Ambulances / EMS Units", "Rescue Boats", "Search & Rescue Teams", "Paramedics", "Structural Engineers", "Potable Water Pallets", "MRE Ration Packs", "Emergency Generators (100kW)"])
+resAvailCol = Col("Available", ["18", "9", "14", "24 Teams", "62 On Call", "8 Available", "420 Pallets", "12,500 Units", "16 Units"])
+resTotalCol = Col("Total Fleet/Stock", ["24", "25", "16", "30 Teams", "80 Total", "10 Total", "1,000 Pallets", "50,000 Units", "20 Units"])
+resLocCol = Col("Staging Area", ["Depot Alpha", "Medical Staging 2", "Docklands Base", "HQ Field Ops", "County Base", "EOC Central", "Central Logistics Hub", "Central Logistics Hub", "Equipment Yard B"])
+
+sheltersSection = Card([sheltersHeader, sheltersTable, shelterChart], "card", "column", "m")
+sheltersHeader = CardHeader("4. Emergency Shelters (Capacity & Occupancy)", "Civilian displacement housing and occupancy monitoring")
+sheltersTable = Table([shelterNameCol, shelterZoneCol, shelterCapCol, shelterOccCol, shelterPetCol])
+shelterNameCol = Col("4. Shelter Location", ["Central High School Gym", "Civic Center Arena", "Westside Community Center", "Northridge Expo Hall", "Southside Fieldhouse"])
+shelterZoneCol = Col("Zone", ["Zone Echo", "Zone Echo", "Zone Delta", "Zone Alpha", "Zone Bravo"])
+shelterCapCol = Col("Max Capacity", [500, 1200, 300, 800, 400])
+shelterOccCol = Col("Current Occupancy", [460, 980, 140, 710, 395])
+shelterPetCol = Col("Pet Friendly", ["Yes", "Yes", "No", "Yes", "Yes"])
+
+shelterChart = HorizontalBarChart(["Central HS", "Civic Center", "Westside Comm", "Northridge Expo", "Southside Field"], [shelterOccSeries, shelterCapSeries], "grouped", "Shelter Facility", "People")
+shelterOccSeries = Series("Current Occupancy", [460, 980, 140, 710, 395])
+shelterCapSeries = Series("Total Capacity", [500, 1200, 300, 800, 400])
+
+resourceReqFormSection = Card([reqFormHeader, resourceForm], "card", "column", "m")
+reqFormHeader = CardHeader("15. Request Additional Resources", "Submit urgent dispatch request to regional logistics command")
+resourceForm = Form("resource_request_form", resourceFormBtns, [resTypeControl, resQtyControl, resZoneControl, resUrgencyControl, resNotesControl])
+resTypeControl = FormControl("Resource Type Required", resTypeSelect)
+resTypeSelect = Select("res_type", [resOpt1, resOpt2, resOpt3, resOpt4, resOpt5, resOpt6], "Select resource category...")
+resOpt1 = SelectItem("rescue_boat", "Vehicles: Rescue Boats / Watercraft")
+resOpt2 = SelectItem("high_water_truck", "Vehicles: High-Water Rescue Vehicles")
+resOpt3 = SelectItem("medical_team", "Personnel: Medical / Triage Personnel")
+resOpt4 = SelectItem("sar_team", "Personnel: K9 Search & Rescue Units")
+resOpt5 = SelectItem("water_mre", "Supplies: Clean Water & MRE Rations")
+resOpt6 = SelectItem("generators", "Supplies: Mobile Power / Generators")
+
+resQtyControl = FormControl("Quantity Needed", resQtyInput, "Specify units, teams, or pallets needed")
+resQtyInput = Input("res_quantity", "e.g. 500 pallets or 4 units", "text")
+
+resZoneControl = FormControl("Destination Zone / Staging Area", resZoneSelect)
+resZoneSelect = Select("res_zone", [zoneAlphaOpt, zoneBravoOpt, zoneCharlieOpt, zoneDeltaOpt, zoneEchoOpt])
+zoneAlphaOpt = SelectItem("zone_a", "Zone Alpha (North Shore Base)")
+zoneBravoOpt = SelectItem("zone_b", "Zone Bravo (South Staging)")
+zoneCharlieOpt = SelectItem("zone_c", "Zone Charlie (East Post)")
+zoneDeltaOpt = SelectItem("zone_d", "Zone Delta (West Logistics)")
+zoneEchoOpt = SelectItem("zone_e", "Zone Echo (Metro HQ)")
+
+resUrgencyControl = FormControl("Priority / Urgency Level", resUrgencyRadio)
+resUrgencyRadio = RadioGroup("urgency_level", [urgencyRoutine, urgencyUrgent, urgencyEmergency], "urgency_urgent")
+urgencyRoutine = RadioItem("Routine (4-8 Hours)", "Standard replenishment cycle", "urgency_routine")
+urgencyUrgent = RadioItem("Urgent (1-2 Hours)", "High demand foreseen", "urgency_urgent")
+urgencyEmergency = RadioItem("EMERGENCY (Immediate)", "Life safety critical", "urgency_emergency")
+
+resNotesControl = FormControl("Tactical Justification / Details", resNotesArea)
+resNotesArea = TextArea("request_notes", "Detail operational necessity and exact delivery coordinates...", 3)
+
+resourceFormBtns = Buttons([submitReqBtn, clearReqBtn])
+submitReqBtn = Button("Submit Resource Request", null, "primary")
+clearReqBtn = Button("Clear Form", null, "tertiary")
+
+
+publicTab = TabItem("public", "Public Info & Forecast", [publicGrid])
+publicGrid = Card([weatherSection, broadcastSection, sitrepSection], "clear", "column", "l")
+
+weatherSection = Card([weatherHeader, weatherTable, weatherAlert], "card", "column", "m")
+weatherHeader = CardHeader("6. 48-Hour Severe Weather Forecast", "Meteorological intelligence and flood projections")
+weatherTable = Table([weatherPeriodCol, weatherTempCol, weatherPrecipCol, weatherWindCol, weatherHazardCol])
+weatherPeriodCol = Col("Time Period", ["Next 0-12 Hours (Tonight)", "12-24 Hours (Tomorrow AM)", "24-36 Hours (Tomorrow PM)", "36-48 Hours (Day 2 Night)"])
+weatherTempCol = Col("Temperature", ["58°F / 14°C", "62°F / 16°C", "55°F / 12°C", "50°F / 10°C"])
+weatherPrecipCol = Col("Precipitation / Rain", ["3.5 inches (Heavy Rain)", "2.1 inches (Moderate)", "0.8 inches (Light Showers)", "0.1 inches (Clearing)"])
+weatherWindCol = Col("Wind Speed & Gusts", ["45 mph (Gusts 65 mph)", "30 mph (Gusts 45 mph)", "20 mph (Gusts 30 mph)", "10 mph (Light Breeze)"])
+weatherHazardCol = Col("Primary Hazard", ["Flash Flooding & High Winds", "River Cresting & Mudslides", "Saturated Soil / Tree Falls", "Moderate Temperature Drop"])
+
+weatherAlert = Callout("warning", "48-Hour Flood Watch In Effect", "Precipitation expected to peak between 02:00 and 08:00 tomorrow morning. Flash flood warning active for Zone Alpha and Zone Bravo.")
+
+broadcastSection = Card([broadcastHeader, broadcastForm], "card", "column", "m")
+broadcastHeader = CardHeader("16. Broadcast Public Alert / Operational Update", "Issue emergency alert system (EAS) notification or official update")
+broadcastForm = Form("broadcast_form", broadcastBtns, [bcastChannelsControl, bcastMsgControl, bcastTargetControl])
+bcastChannelsControl = FormControl("Distribution Channels", bcastChannelsCheck)
+bcastChannelsCheck = CheckBoxGroup("channels", [chkEAS, chkSMS, chkRadio, chkSocial])
+chkEAS = CheckBoxItem("Emergency Broadcast System (EAS / WEA)", "Cell tower push notifications", "eas", true)
+chkSMS = CheckBoxItem("County Opt-in SMS Network", "Direct mobile text alert", "sms", true)
+chkRadio = CheckBoxItem("Tactical NOAA / VHF Radio", "Audio emergency loop", "radio", false)
+chkSocial = CheckBoxItem("Official Social Media & Web Portal", "Verified public news feeds", "social", true)
+
+bcastTargetControl = FormControl("Target Geographical Zone", bcastZoneSelect)
+bcastZoneSelect = Select("bcast_zone", [bcastAll, bcastAlpha, bcastBravo, bcastCharlie, bcastDelta, bcastEcho])
+bcastAll = SelectItem("all", "ALL ZONES - Broadcast Region Wide")
+bcastAlpha = SelectItem("alpha", "Zone Alpha Only")
+bcastBravo = SelectItem("bravo", "Zone Bravo Only")
+bcastCharlie = SelectItem("charlie", "Zone Charlie Only")
+bcastDelta = SelectItem("delta", "Zone Delta Only")
+bcastEcho = SelectItem("echo", "Zone Echo Only")
+
+bcastMsgControl = FormControl("Emergency Message Content", bcastMsgInput, "Keep concise and action-oriented for public safety")
+bcastMsgInput = TextArea("broadcast_message", "EMERGENCY ALERT: Mandatory evacuation issued for Zone Alpha along River Road due to rising flood waters. Proceed immediately to Central High Shelter.", 3)
+
+broadcastBtns = Buttons([sendBcastBtn, draftBcastBtn])
+sendBcastBtn = Button("TRANSMIT BROADCAST NOW", null, "primary", "destructive")
+draftBcastBtn = Button("Save Draft Alert", null, "secondary")
+
+sitrepSection = Card([sitrepHeader, sitrepForm], "card", "column", "m")
+sitrepHeader = CardHeader("18. File Situation Report (SITREP)", "File official operational assessment to State Command")
+sitrepForm = Form("sitrep_form", sitrepBtns, [sitrepTitleControl, sitrepSummaryControl, sitrepNeedsControl])
+sitrepTitleControl = FormControl("SITREP Operational Period / Title", sitrepTitleInput)
+sitrepTitleInput = Input("sitrep_title", "SITREP #04 - Incident Command Period 12:00-18:00", "text")
+
+sitrepSummaryControl = FormControl("Executive Situation Summary", sitrepSummaryArea)
+sitrepSummaryArea = TextArea("sitrep_summary", "Operational summary covering current containment efforts, major search and rescue milestones, casualty counts, and critical infrastructure status...", 4)
+
+sitrepNeedsControl = FormControl("Unmet Needs & Recommendations", sitrepNeedsArea)
+sitrepNeedsArea = TextArea("sitrep_needs", "Specify state-level asset requests, National Guard requirements, or prolonged evacuation housing needs...", 3)
+
+sitrepBtns = Buttons([submitSitrepBtn])
+submitSitrepBtn = Button("File Official SITREP", null, "primary")
+
+
+adminTab = TabItem("admin", "Admin & Personnel", [adminGrid])
+adminGrid = Card([volunteersSection, aidReqsSection, tasksSection, donationsSection], "clear", "column", "l")
+
+volunteersSection = Card([volsHeader, volsTable], "card", "column", "m")
+volsHeader = CardHeader("8. Active Volunteers On Duty", "Roster of deployed community and agency volunteers")
+volsTable = Table([volNameCol, volOrgCol, volAssignCol, volZoneCol, volShiftCol])
+volNameCol = Col("8. Volunteer Name", ["Sarah Jenkins", "Michael Chang", "David Ross", "Elena Rostova", "Marcus Vance", "Kishan Patel"])
+volOrgCol = Col("Organization", ["Red Cross", "CERT Team 4", "Red Cross", "Medical Reserve", "CERT Team 1", "Volunteers of America"])
+volAssignCol = Col("Current Assignment", ["Shelter Registration & Intake", "Sandbag Barrier Construction", "Food Distribution & Rations", "Field First Aid Station", "Evacuation Traffic Control", "Donation Sorting Hub"])
+volZoneCol = Col("Assigned Zone", ["Zone Echo", "Zone Alpha", "Zone Bravo", "Zone Echo", "Zone Charlie", "Zone Echo"])
+volShiftCol = Col("Shift Duration", ["08:00 - 16:00 (Active)", "12:00 - 20:00 (Active)", "08:00 - 16:00 (Active)", "14:00 - 22:00 (Active)", "10:00 - 18:00 (Active)", "08:00 - 16:00 (Active)"])
+
+aidReqsSection = Card([aidHeader, aidTable], "card", "column", "m")
+aidHeader = CardHeader("10. Aid Requests Awaiting Action", "Civilian and field team requests pending dispatch")
+aidTable = Table([aidIDCol, aidSourceCol, aidReqCol, aidZoneCol, aidPrioCol, aidStatusCol])
+aidIDCol = Col("Req ID", ["REQ-8821", "REQ-8822", "REQ-8823", "REQ-8824", "REQ-8825"])
+aidSourceCol = Col("Requestor / Origin", ["Elderly Care Facility", "District 3 Shelter", "Field Unit Search-2", "Westside Resident Group", "Community Clinic"])
+aidReqCol = Col("10. Aid Request Details", ["Emergency oxygen supply delivery (10 tanks)", "Cot & blanket supply replenishment (200 units)", "Helicopter extraction for 4 trapped stranded civilians", "Drinking water delivery for 150 stranded residents", "Insulin and emergency refrigeration power unit"])
+aidZoneCol = Col("Zone", ["Zone Echo", "Zone Echo", "Zone Alpha", "Zone Delta", "Zone Charlie"])
+aidPrioCol = Col("Priority", ["HIGH", "MEDIUM", "CRITICAL", "HIGH", "CRITICAL"])
+aidStatusCol = Col("Status", ["Awaiting Dispatch", "Awaiting Dispatch", "Under Review", "Awaiting Dispatch", "Queued"])
+
+tasksSection = Card([tasksHeader, tasksTable], "card", "column", "m")
+tasksHeader = CardHeader("14. Open Tasks & Assignees", "Incident Command system action items")
+tasksTable = Table([taskIdCol, taskDescCol, taskAssigneeCol, taskZoneCol, taskDueCol, taskPrioCol])
+taskIdCol = Col("Task ID", ["TSK-101", "TSK-102", "TSK-103", "TSK-104", "TSK-105"])
+taskDescCol = Col("14. Task Description", ["Inspect Sector 2 levees for structural integrity", "Establish secondary staging area at West High School", "Clear downed high-voltage lines on Main Street", "Deploy mobile water purification unit to Sector 4", "Coordinate airlift for critical care patients from Zone A"])
+taskAssigneeCol = Col("Assignee / Lead", ["Eng. Corps Team B", "Logistics Chief Miller", "Power Grid Crew 3", "Water Distro Group", "Air Evac Ops Lead"])
+taskZoneCol = Col("Zone", ["Zone Alpha", "Zone West", "Zone Echo", "Zone Bravo", "Zone Alpha"])
+taskDueCol = Col("Target Time", ["Immediate (1hr)", "Today 16:00", "Today 18:00", "Tomorrow 08:00", "Immediate (30m)"])
+taskPrioCol = Col("Priority", ["CRITICAL", "HIGH", "HIGH", "MEDIUM", "CRITICAL"])
+
+donationsSection = Card([donationsHeader, donationsTable], "card", "column", "m")
+donationsHeader = CardHeader("9. Donations Received", "Financial and material contributions log")
+donationsTable = Table([donDateCol, donDonorCol, donItemCol, donQtyCol, donDestCol])
+donDateCol = Col("Date Received", ["Today 14:30", "Today 12:15", "Today 10:00", "Yesterday", "Yesterday"])
+donDonorCol = Col("Donor / Organization", ["Global Relief Foundation", "Local Supermarket Chain", "State Medical Association", "Community Drive", "Tech Corp Disaster Fund"])
+donItemCol = Col("9. Item / Fund Received", ["Monetary Financial Grant", "Bottled Water & Non-Perishables", "First Aid Kits & Trauma Supplies", "Warm Clothing & Bedding", "Satellite Phones & Charging Banks"])
+donQtyCol = Col("Quantity / Value", ["$250,000 USD", "12 Pallets", "500 Medical Kits", "1,200 Blankets", "25 Units"])
+donDestCol = Col("Allocation Staging", ["Command Treasury", "Central Distribution", "Field Triage Centers", "Shelter Hub Alpha", "Comms Command"])
+
+
+followUp = FollowUpBlock([
+    FollowUpItem("Filter entire operational display for Zone Alpha"),
+    FollowUpItem("Submit emergency resource request for 10 additional rescue boats"),
+    FollowUpItem("Broadcast mandatory evacuation update to Zone Bravo"),
+    FollowUpItem("File formal 18:00 Situation Report (SITREP)")
+])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..bfe99c851
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r3.txt
@@ -0,0 +1,153 @@
+root = Card([header, summaryRow, activeIncidentsCard, resourcesSection, infrastructureSection, opsSection, formsSection, followUps], "card", "column", "m")
+
+header = CardHeader("Emergency Response Coordination Center", "Live Incident Command & Operations Dashboard — Regional Overview")
+
+summaryRow = Card([kpiTable, severitySummaryChart], "sunk", "row", "m", "center", "between")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Key Metrics", ["Rescued People", "Casualties So Far", "Donations Received", "Aid Requests Pending"])
+kpiValue = Col("Count / Value", ["1,248", "14", "$485,200", "38 Pending"])
+
+severitySummaryChart = DonutChart(severityLabels, severityValues, "donut", "circular")
+severityLabels = ["Critical (L4)", "High (L3)", "Moderate (L2)", "Low (L1)"]
+severityValues = [12, 28, 45, 15]
+
+activeIncidentsCard = SectionBlock([incidentsSectionItem], false)
+incidentsSectionItem = SectionItem("incidents", "1. Active Incidents by Zone & Severity", [incidentsTable, zoneFilterBtn])
+zoneFilterBtn = DialogBlock("Focus on Specific Zone", "Zone Focus & Tactical Map", "Select a primary operational zone to isolate data and dispatch local units.", zoneFilterForm, "outline")
+zoneFilterForm = Form("zone-focus-form", zoneFilterButtons, [zoneSelectField])
+zoneSelectField = FormControl("Operational Zone", zoneSelect)
+zoneSelect = Select("zone", [z1, z2, z3, z4], "Select zone...")
+z1 = SelectItem("zone-a", "Zone A - Downtown / Riverside")
+z2 = SelectItem("zone-b", "Zone B - North Hills")
+z3 = SelectItem("zone-c", "Zone C - Coastal Harbor")
+z4 = SelectItem("zone-d", "Zone D - Industrial West")
+zoneFilterButtons = Buttons([applyZoneBtn])
+applyZoneBtn = Button("Focus Zone View", null, "primary")
+
+incidentsTable = Table([incZone, incTitle, incSeverity, incStatus])
+incZone = Col("Zone", ["Zone A", "Zone A", "Zone B", "Zone C", "Zone D"])
+incTitle = Col("Incident Description", ["Flash Flood Warning - Basin", "Power Substation Failure", "Landslide - North Pass", "Storm Surge & Pier Collapse", "Chemical Spill Risk"])
+incSeverity = Col("Severity Level", ["Critical (L4)", "High (L3)", "High (L3)", "Critical (L4)", "Moderate (L2)"])
+incStatus = Col("Response Status", ["In Progress", "Dispatched", "Assigned", "In Progress", "Monitoring"])
+
+resourcesSection = Accordion([resItem, shelterItem, hospitalItem])
+resItem = AccordionItem("resources", "3. Available Resources (Vehicles, Personnel, Supplies)", [resTable])
+resTable = Table([resCategory, resAvailable, resDeployed, resStatus])
+resCategory = Col("Resource Type", ["Ambulances / EMS", "Fire Engines / Tenders", "Rescue Boats", "Field Personnel", "Emergency Rations", "Potable Water (L)"])
+resAvailable = Col("Available", ["18 units", "12 units", "8 units", "145 personnel", "12,000 packs", "45,000 L"])
+resDeployed = Col("Deployed", ["32 units", "24 units", "15 units", "310 personnel", "8,500 packs", "30,000 L"])
+resStatus = Col("Readiness", ["High Demand", "Operational", "Deployed", "Active Shift", "Sufficient", "Sufficient"])
+
+shelterItem = AccordionItem("shelters", "4. Evacuation Shelters (Capacity & Occupancy)", [shelterTable])
+shelterTable = Table([shName, shZone, shCap, shOcc, shStatus])
+shName = Col("Shelter Name", ["Central High Gymnasium", "Westside Community Center", "North Arena Complex", "Harbor Middle School"])
+shZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone A"])
+shCap = Col("Capacity", [500, 300, 1200, 450])
+shOcc = Col("Current Occupancy", [460, 120, 890, 440])
+shStatus = Col("Status", ["Near Capacity", "Open", "Open", "Near Capacity"])
+
+hospitalItem = AccordionItem("hospitals", "13. Nearby Hospitals & Bed Availability", [hospitalTable])
+hospitalTable = Table([hospName, hospZone, hospBeds, hospICU, hospStatus])
+hospName = Col("Hospital", ["St. Jude Trauma Center", "City General Hospital", "Mercy North Medical", "Harbor Urgent Care"])
+hospZone = Col("Zone", ["Zone A", "Zone A", "Zone B", "Zone C"])
+hospBeds = Col("Free ER Beds", [8, 14, 22, 3])
+hospICU = Col("Free ICU Beds", [2, 5, 6, 0])
+hospStatus = Col("Status", ["Critical Load", "Operational", "Operational", "Full Capacity"])
+
+infrastructureSection = Accordion([routesItem, commsItem, weatherItem])
+routesItem = AccordionItem("routes", "5 & 12. Evacuation Routes & Closed Roads", [routesTable])
+routesTable = Table([routeName, routeZone, routeStatus, routeNotes])
+routeName = Col("Route / Highway", ["Highway 101 South", "River Road Bridge", "Route 4 North", "Main Street Arterial", "Harbor Expressway"])
+routeZone = Col("Zone", ["Zone A / B", "Zone A", "Zone B", "Zone C", "Zone C"])
+routeStatus = Col("Status", ["Open - Clear", "CLOSED - Flooded", "Open - Caution", "CLOSED - Debris", "Open - Contraflow"])
+routeNotes = Col("Details / Restrictions", ["Primary Evac Route", "Structural Inspection Pending", "Single Lane Traffic", "Power Lines Down", "Emergency Vehicles Only"])
+
+commsItem = AccordionItem("comms", "11. Communication Channels Status", [commsTable])
+commsTable = Table([commName, commType, commStatus, commBand])
+commName = Col("Channel Name", ["Primary Dispatch VHF", "State EOC Trunk", "Satellite Link Alpha", "Tactical Mesh Net", "Public Alert Broadcast"])
+commType = Col("Type", ["Radio", "Digital Trunk", "Satellite", "Local Mesh", "EAS / Cellular"])
+commStatus = Col("Status", ["UP - Operational", "UP - Operational", "UP - Backup", "DEGRADED", "UP - Standby"])
+commBand = Col("Frequency / Band", ["155.160 MHz", "800 MHz Encrypted", "Ku-Band System", "2.4 GHz Field Net", "CAP Broadcast"])
+
+weatherItem = AccordionItem("weather", "6. 48-Hour Weather Forecast", [weatherTable, weatherAlert])
+weatherTable = Table([wxTime, wxTemp, wxPrecip, wxWind, wxCond])
+wxTime = Col("Time Window", ["Next 6 Hours", "6 - 12 Hours", "12 - 24 Hours", "24 - 36 Hours", "36 - 48 Hours"])
+wxTemp = Col("Temp (°F)", [68, 65, 61, 58, 62])
+wxPrecip = Col("Precipitation", ["85% - Heavy Rain", "95% - Torrential", "60% - Moderate Rain", "20% - Light Rain", "10% - Cleared"])
+wxWind = Col("Wind Speed", ["35 mph (G50)", "45 mph (G65)", "30 mph (G40)", "18 mph", "10 mph"])
+wxCond = Col("Conditions", ["Severe Flood Warning", "Flash Flood Hazard", "Rain & High Wind", "Overcast", "Partial Sun"])
+weatherAlert = Callout("warning", "Severe Weather Alert Active", "Torrential rainfall expected between +6h and +12h. High risk of river cresting in Zone A.")
+
+opsSection = SectionBlock([volunteersItem, tasksItem, aidRequestsItem], false)
+volunteersItem = SectionItem("vols", "8. Volunteers on Duty & Assignments", [volTable])
+volTable = Table([volName, volRole, volZone, volAssignment])
+volName = Col("Volunteer Group / Lead", ["CERT Team 4 (12 pax)", "Red Cross Logistics (8 pax)", "Medical Reserve (5 pax)", "Ham Radio Ops (4 pax)"])
+volRole = Col("Specialty", ["Search & Rescue", "Shelter Management", "First Aid Triage", "Auxiliary Comms"])
+volZone = Col("Zone", ["Zone A", "Zone A", "Zone C", "Zone B"])
+volAssignment = Col("Current Assignment", ["Door-to-door evac in Basin", "Supply distribution at Central High", "Triage post at Harbor Pier", "Backup comms relay at North Ridge"])
+
+tasksItem = SectionItem("tasks", "14. Open Tasks & Assignees", [tasksTable])
+tasksTable = Table([taskDesc, taskPrio, taskAssignee, taskDueDate])
+taskDesc = Col("Open Task Description", ["Deploy sandbags to Sector 3 Levee", "Deliver 500 blankets to Westside Shelter", "Inspect River Road Bridge structure", "Setup mobile repeater in Zone D"])
+taskPrio = Col("Priority", ["Critical", "High", "High", "Medium"])
+taskAssignee = Col("Assignee", ["Public Works Team B", "Logistics Unit 2", "DOT Engineering", "Comms Tech Signal"])
+taskDueDate = Col("Target Time", ["Immediate (+1h)", "+2 Hours", "+4 Hours", "+6 Hours"])
+
+aidRequestsItem = SectionItem("aid", "10. Aid Requests Awaiting Action", [aidTable])
+aidTable = Table([aidId, aidSource, aidType, aidUrgency, aidAction])
+aidId = Col("Request ID", ["REQ-8821", "REQ-8824", "REQ-8829", "REQ-8831"])
+aidSource = Col("Requesting Party", ["Harbor Shelter Lead", "Zone B Field Unit", "St. Jude ER Director", "Zone D Commander"])
+aidType = Col("Requested Aid", ["Pediatric Rations & Formula", "Heavy Earth Mover (1x)", "Additional Oxygen Tanks", "Hazmat Containment Kits"])
+aidUrgency = Col("Urgency", ["High", "Critical", "Critical", "Moderate"])
+aidAction = Col("Action Status", ["Pending Dispatch", "Awaiting Ops Approval", "In Review", "Queued"])
+
+formsSection = Card([formsTabs], "sunk")
+formsTabs = Tabs([reqTab, bcastTab, sitrepTab])
+
+reqTab = TabItem("req-res", "15. Request More Resources", [resourceReqForm])
+resourceReqForm = Form("resource-request-form", reqButtons, [reqTypeField, reqQtyField, reqZoneField, reqNotesField])
+reqTypeField = FormControl("Resource Type Required", reqTypeSelect)
+reqTypeSelect = Select("resource_type", [rt1, rt2, rt3, rt4], "Select type...")
+rt1 = SelectItem("heavy-equipment", "Heavy Rescue / Excavators")
+rt2 = SelectItem("medical-supplies", "Medical / Triage Kits")
+rt3 = SelectItem("water-rations", "Potable Water & Meals")
+rt4 = SelectItem("personnel-teams", "National Guard / Field Teams")
+reqQtyField = FormControl("Quantity / Units", reqQtyInput)
+reqQtyInput = Input("quantity", "e.g. 5 units or 2000 packs", "text")
+reqZoneField = FormControl("Destination Zone", reqZoneSelect)
+reqZoneSelect = Select("req_zone", [z1, z2, z3, z4], "Select zone...")
+reqNotesField = FormControl("Urgency & Field Notes", reqNotesInput)
+reqNotesInput = TextArea("req_notes", "Specify exact location and emergency justification...")
+reqButtons = Buttons([submitReqBtn])
+submitReqBtn = Button("Submit Resource Request", null, "primary")
+
+bcastTab = TabItem("bcast", "16. Broadcast Update Message", [broadcastForm])
+broadcastForm = Form("broadcast-form", bcastButtons, [bcastChannelField, bcastMsgField])
+bcastChannelField = FormControl("Broadcast Target Channel", bcastChanSelect)
+bcastChanSelect = Select("bcast_channel", [bc1, bc2, bc3], "Select channel...")
+bc1 = SelectItem("public-eas", "Public EAS / Mobile Alert (All Zones)")
+bc2 = SelectItem("field-units", "All Field Tactical Units")
+bc3 = SelectItem("shelter-network", "Evacuation Shelters Network")
+bcastMsgField = FormControl("Alert / Update Text Message", bcastMsgInput)
+bcastMsgInput = TextArea("bcast_message", "Type urgent broadcast announcement text here...")
+bcastButtons = Buttons([sendBcastBtn])
+sendBcastBtn = Button("Broadcast Emergency Alert", null, "primary")
+
+sitrepTab = TabItem("sitrep", "18. File Situation Report (SITREP)", [sitrepForm])
+sitrepForm = Form("sitrep-form", sitrepButtons, [sitrepZoneField, sitrepSummaryField, sitrepStatusField])
+sitrepZoneField = FormControl("Reporting Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [z1, z2, z3, z4], "Select reporting zone...")
+sitrepSummaryField = FormControl("Operational Summary", sitrepSummaryInput)
+sitrepSummaryInput = TextArea("sitrep_summary", "Detail major developments, hazard progress, and casualties...")
+sitrepStatusField = FormControl("Overall Zone Threat Status", sitrepStatusSelect)
+sitrepStatusSelect = Select("sitrep_status", [ss1, ss2, ss3], "Select status...")
+ss1 = SelectItem("red", "Red - Escalating Threat / Out of Control")
+ss2 = SelectItem("amber", "Amber - High Alert / Stable")
+ss3 = SelectItem("green", "Green - De-escalating / Recovery Phase")
+sitrepButtons = Buttons([submitSitrepBtn])
+submitSitrepBtn = Button("File Official SITREP", null, "primary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export current SITREP summary to PDF")
+f2 = FollowUpItem("Filter entire command screen for Zone A")
+f3 = FollowUpItem("View hospital ICU capacity detail breakdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..0f6c25467
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-disaster__r4.txt
@@ -0,0 +1,154 @@
+root = Card([header, kpiGrid, zoneFilterSection, mainTabs, followUps], "card", "column", "m")
+
+header = CardHeader("Emergency Response Coordination Center", "Live Operations Dashboard • Active Incident Response")
+
+kpiGrid = Card([incidentsBadge, severitySummary, impactStats], "sunk", "row", "m", "center", "between")
+incidentsBadge = Badge("14 Active Incidents", "destructive")
+severitySummary = TextContent("**Severity Summary:** 2 Critical | 5 High | 4 Medium | 3 Low", "small")
+impactStats = TextContent("**Impact:** Rescued: **142** | Casualties: **3** | Donations: **$124,500**", "small")
+
+zoneFilterSection = Card([zoneFilterLabel, zoneSelect], "clear", "row", "s", "center")
+zoneFilterLabel = TextContent("Focus Zone:", "small-heavy")
+zoneSelect = Select("zone_filter", [zoneAll, zoneNorth, zoneSouth, zoneEast, zoneWest, zoneCentral], "Select Zone Focus")
+zoneAll = SelectItem("all", "All Zones (Entire Sector)")
+zoneNorth = SelectItem("north", "Zone A - North River Basin (Critical)")
+zoneSouth = SelectItem("south", "Zone B - South Coastal Reach")
+zoneEast = SelectItem("east", "Zone C - East Foothills")
+zoneWest = SelectItem("west", "Zone D - West Industrial Park")
+zoneCentral = SelectItem("central", "Zone E - Central Downtown")
+
+mainTabs = Tabs([incidentsTab, resourcesTab, infrastructureTab, opsActionsTab])
+
+incidentsTab = TabItem("incidents", "Incidents & Operations", [incidentsTable, openTasksTable, aidRequestsTable])
+
+incidentsTable = Table([incZone, incType, incSev, incDesc])
+incZone = Col("Zone", ["Zone A (North)", "Zone A (North)", "Zone B (South)", "Zone C (East)", "Zone D (West)", "Zone E (Downtown)"])
+incType = Col("Type", ["Flash Flood", "Structure Collapse", "Power Outage", "Mudslide", "Chemical Leak", "Gas Main Burst"])
+incSev = Col("Severity", ["CRITICAL", "CRITICAL", "HIGH", "HIGH", "MEDIUM", "LOW"])
+incDesc = Col("Status / Details", ["30 people stranded near bridge", "Residential building frame compromised", "Substation flooding affecting 12k", "Highway 101 partially obstructed", "Containment team deployed", "Utility crew dispatched"])
+
+openTasksTable = Table([taskDesc, taskAssignee, taskPriority])
+taskDesc = Col("Open Task", ["Deploy inflatable boats to Sector 3", "Establish mobile triage at St. Jude", "Deliver drinking water to Shelter 2", "Clear fallen timber on Route 4"])
+taskAssignee = Col("Assignee", ["Capt. Miller (Search & Rescue)", "Dr. Aris (Medical Team)", "Vol. Lead Sarah", "Public Works Crew B"])
+taskPriority = Col("Priority", ["Urgent", "High", "High", "Medium"])
+
+aidRequestsTable = Table([reqId, reqType, reqLoc, reqStatus])
+reqId = Col("Aid Req #", ["AR-104", "AR-105", "AR-106", "AR-107"])
+reqType = Col("Requested Support", ["Pediatric Insulin & Syringes", "Heavy Excavator", "Emergency Generator 50kW", "Satellite Comm Unit"])
+reqLoc = Col("Location", ["Shelter 1 (North)", "Zone A Bridge", "Community Center", "Command Outpost West"])
+reqStatus = Col("Action Status", ["Awaiting Dispatch", "Awaiting Dispatch", "Under Review", "Awaiting Dispatch"])
+
+resourcesTab = TabItem("resources", "Resources & Medical", [resourceStatsCard, shelterTable, hospitalTable, volunteerTable])
+
+resourceStatsCard = Card([resVehicles, resPersonnel, resSupplies], "sunk", "row", "m", "center", "around")
+resVehicles = TextContent("**Vehicles Available:**\n12 Boats • 8 Ambulances • 5 Trucks", "small")
+resPersonnel = TextContent("**Personnel On-Site:**\n45 Firefighters • 28 Paramedics • 18 Search & Rescue", "small")
+resSupplies = TextContent("**Key Supplies:**\n1,200 Water Rations • 850 MREs • 400 Blankets", "small")
+
+shelterTable = Table([shName, shCap, shOcc, shStatus])
+shName = Col("Shelter Facility", ["North High School Gymnasium", "Civic Center Hall A", "St. Mary's Community Hub", "Westside Arena"])
+shCap = Col("Max Capacity", [500, 1000, 300, 800])
+shOcc = Col("Current Occupancy", [420, 650, 290, 150])
+shStatus = Col("Status", ["Near Capacity", "Open", "FULL", "Open"])
+
+hospitalTable = Table([hospName, hospBeds, hospStatus])
+hospName = Col("Nearby Hospital", ["Central Memorial Hospital", "St. Jude Regional Medical", "Valley Trauma Center", "Mercy General"])
+hospBeds = Col("Available Free Beds", [14, 3, 0, 22])
+hospStatus = Col("ICU Status", ["Operational", "Critical Capacity", "Diverting Non-Emergency", "Operational"])
+
+volunteerTable = Table([volName, volRole, volAssignment])
+volName = Col("Volunteer On Duty", ["Sarah Jenkins", "David Cruz", "Elena Rostova", "Marcus Chen", "Pat Taylor"])
+volRole = Col("Specialty", ["Logistics Lead", "First Aid", "Spanish Translator", "HAM Radio Ops", "General Support"])
+volAssignment = Col("Current Duty Assignment", ["Shelter 2 Intake", "Triage Station Alpha", "Public Info Line", "Dispatch Relay", "Supply Unloading"])
+
+infrastructureTab = TabItem("infra", "Infra, Routes & Weather", [routesTable, roadsTable, commsTable, weatherCard])
+
+routesTable = Table([rteName, rteZone, rteStatus])
+rteName = Col("Evacuation Route", ["Route 1 (Northbound Arterial)", "Route 2 (South Coastal Expressway)", "Route 3 (East Foothill Byway)", "Route 4 (West Industrial Corridor)"])
+rteZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone D"])
+rteStatus = Col("Status", ["CLEAR / OPEN", "HEAVY TRAFFIC", "CAUTION - DEBRIS", "BLOCKED"])
+
+roadsTable = Table([roadName, roadLoc, roadReason])
+roadName = Col("Road Closed", ["Main St & 4th Ave", "Coastal Highway Mile 12", "River Road Bridge", "Oak Street Tunnel"])
+roadLoc = Col("Location", ["Zone E (Downtown)", "Zone B (South)", "Zone A (North)", "Zone D (West)"])
+roadReason = Col("Closure Reason", ["Structural Assessment", "High Water Overwash", "Submerged / Flash Flood", "Power Lines Down"])
+
+commsTable = Table([commChannel, commType, commState])
+commChannel = Col("Communication Channel", ["Primary VHF Repeater 01", "Tactical UHF Channel B", "Emergency Cell Mesh Network", "Satellite Uplink Alpha", "Public AM Broadcast 1620"])
+commType = Col("Type", ["Radio", "Radio", "Cellular/Data", "SatComm", "Broadcast"])
+commState = Col("Channel Status", ["ONLINE (UP)", "ONLINE (UP)", "DEGRADED (50%)", "ONLINE (UP)", "ONLINE (UP)"])
+
+weatherCard = Card([weatherHeader, weatherTable], "sunk", "column", "s")
+weatherHeader = Heading("48-Hour Weather Forecast", "h4")
+weatherTable = Table([wxTime, wxCond, wxTemp, wxWind, wxHazard])
+wxTime = Col("Timeframe", ["Next 12 Hours", "12 - 24 Hours", "24 - 36 Hours", "36 - 48 Hours"])
+wxCond = Col("Conditions", ["Heavy Rain / Storms", "Moderate Rain", "Scattered Showers", "Partly Cloudy"])
+wxTemp = Col("Temp", ["58°F", "62°F", "65°F", "68°F"])
+wxWind = Col("Winds", ["35 mph gusts", "20 mph", "12 mph", "5 mph"])
+wxHazard = Col("Hazard Level", ["HIGH (Flash Flood)", "MODERATE", "LOW", "NONE"])
+
+opsActionsTab = TabItem("actions", "Dispatch & Forms", [formsAccordion])
+
+formsAccordion = Accordion([sitrepItem, resourceReqItem, broadcastItem])
+
+sitrepItem = AccordionItem("sitrep", "File Situation Report (SITREP)", [sitrepForm])
+sitrepForm = Form("sitrep_form", sitrepButtons, [sitrepZoneControl, sitrepSummaryControl, sitrepStatusControl])
+sitrepZoneControl = FormControl("Reporting Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [zoneA, zoneB, zoneC, zoneD, zoneE], "Select Zone")
+zoneA = SelectItem("zone_a", "Zone A (North)")
+zoneB = SelectItem("zone_b", "Zone B (South)")
+zoneC = SelectItem("zone_c", "Zone C (East)")
+zoneD = SelectItem("zone_d", "Zone D (West)")
+zoneE = SelectItem("zone_e", "Zone E (Downtown)")
+sitrepSummaryControl = FormControl("Situation Assessment & Observations", sitrepTextArea, "Provide clear narrative of current zone field conditions")
+sitrepTextArea = TextArea("sitrep_summary", "Enter field SITREP details here...", 4)
+sitrepStatusControl = FormControl("Zone Operational Status", sitrepRadio)
+sitrepRadio = RadioGroup("sitrep_status", [sitrepGreen, sitrepYellow, sitrepRed])
+sitrepGreen = RadioItem("Stable", "Resources adequate, situation under control", "stable")
+sitrepYellow = RadioItem("Escalating", "Additional localized support required", "escalating")
+sitrepRed = RadioItem("Critical Emergency", "Immediate mass rescue/support deployment required", "critical")
+sitrepButtons = Buttons([sitrepSubmitBtn])
+sitrepSubmitBtn = Button("Submit Situation Report", null, "primary")
+
+resourceReqItem = AccordionItem("res_req", "Request Additional Resources", [resReqForm])
+resReqForm = Form("res_req_form", resReqButtons, [resTypeControl, resQtyControl, resDestControl, resUrgencyControl])
+resTypeControl = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("res_type", [rt1, rt2, rt3, rt4, rt5], "Select Resource Type")
+rt1 = SelectItem("water_food", "Water & Rations")
+rt2 = SelectItem("medical", "Medical Supplies & Trauma Kits")
+rt3 = SelectItem("boats", "Water Rescue Boats")
+rt4 = SelectItem("generators", "Power Generators")
+rt5 = SelectItem("personnel", "Search & Rescue Personnel")
+resQtyControl = FormControl("Quantity Needed", resQtyInput)
+resQtyInput = Input("res_quantity", "e.g., 500 units / 5 teams", "text")
+resDestControl = FormControl("Delivery / Staging Target", resDestInput)
+resDestInput = Input("res_target", "e.g., Shelter 1 or Zone A Command", "text")
+resUrgencyControl = FormControl("Urgency Level", resUrgencySelect)
+resUrgencySelect = Select("res_urgency", [urg1, urg2, urg3], "Select Urgency")
+urg1 = SelectItem("immediate", "Immediate (Under 1 Hour)")
+urg2 = SelectItem("priority", "Priority (1 - 4 Hours)")
+urg3 = SelectItem("routine", "Routine (Next Shift)")
+resReqButtons = Buttons([resReqSubmitBtn])
+resReqSubmitBtn = Button("Dispatch Resource Request", null, "primary")
+
+broadcastItem = AccordionItem("broadcast", "Broadcast Emergency Update", [broadcastForm])
+broadcastForm = Form("broadcast_form", broadcastButtons, [bcAudienceControl, bcMsgControl, bcPushControl])
+bcAudienceControl = FormControl("Target Audience", bcAudienceSelect)
+bcAudienceSelect = Select("bc_target", [aud1, aud2, aud3], "Select Target Audience")
+aud1 = SelectItem("public", "Public Emergency Alert System (EAS / SMS)")
+aud2 = SelectItem("field_teams", "All Field Responders & Dispatch")
+aud3 = SelectItem("shelters", "Shelter Operations Network")
+bcMsgControl = FormControl("Broadcast Message Content", bcMsgTextArea, "Max 160 characters for SMS text alerts")
+bcMsgTextArea = TextArea("bc_message", "EMERGENCY ALERT: Flood waters rising near Zone A. Evacuate to North High Shelter immediately.", 3)
+bcPushControl = FormControl("Delivery Channels", bcCheckGroup)
+bcCheckGroup = CheckBoxGroup("bc_channels", [chkSms, chkRadio, chkApp])
+chkSms = CheckBoxItem("SMS / WEA Cell Broadcast", "Direct to public mobile phones", "sms", true)
+chkRadio = CheckBoxItem("Automated AM/FM Radio Relay", "Interrupt scheduled radio programming", "radio", true)
+chkApp = CheckBoxItem("Responder FirstNet App Push", "Send high-priority alert to responder units", "app", true)
+broadcastButtons = Buttons([bcSubmitBtn])
+bcSubmitBtn = Button("TRANSMIT BROADCAST ALERT", null, "primary", "destructive")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Filter entire view to Zone A (North River Basin)")
+f2 = FollowUpItem("Request 10 additional rescue boats for Zone A")
+f3 = FollowUpItem("Issue public evacuation alert for low-lying coastal areas")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..8c9c4e1fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r1.txt
@@ -0,0 +1,105 @@
+root = Card([headerControls, kpiSection1, kpiSection2, chartSection, budgetTable, headcountDept, risksTable, initiativesTable, boardSection, actionButtons], "card", "column", "l")
+
+headerControls = Card([titleBlock, controlsGroup], "clear", "row", "m", "center", "between")
+titleBlock = CardHeader("Executive Command Center", "Q4 2024 Executive Overview & Performance Metrics")
+controlsGroup = Card([quarterControl, regionControl], "clear", "row", "s", "center")
+quarterControl = Select("quarter_select", [q1Opt, q2Opt, q3Opt, q4Opt], "Select Quarter", null, "Q4 2024", "small")
+q1Opt = SelectItem("Q1 2024", "Q1 2024")
+q2Opt = SelectItem("Q2 2024", "Q2 2024")
+q3Opt = SelectItem("Q3 2024", "Q3 2024")
+q4Opt = SelectItem("Q4 2024", "Q4 2024")
+regionControl = Select("region_select", [regGlobal, regNA, regEMEA, regAPAC], "Select Region", null, "Global", "small")
+regGlobal = SelectItem("Global", "Global (All)")
+regNA = SelectItem("North America", "North America")
+regEMEA = SelectItem("EMEA", "EMEA")
+regAPAC = SelectItem("APAC", "APAC")
+
+kpiSection1 = Card([revCard, costCard, profitCard, runwayCard], "clear", "row", "m")
+revCard = Card([revHeader, revValue, revBadge], "sunk", "column", "xs")
+revHeader = TextContent("Revenue (Q4)", "small")
+revValue = Heading("$24.8M", "h2")
+revBadge = Badge("+12% vs Q3", "default")
+
+costCard = Card([costHeader, costValue, costBadge], "sunk", "column", "xs")
+costHeader = TextContent("Costs (Q4)", "small")
+costValue = Heading("$16.2M", "h2")
+costBadge = Badge("-3% vs Plan", "secondary")
+
+profitCard = Card([profitHeader, profitValue, profitBadge], "sunk", "column", "xs")
+profitHeader = TextContent("Net Profit (Q4)", "small")
+profitValue = Heading("$8.6M", "h2")
+profitBadge = Badge("34.7% Margin", "default")
+
+runwayCard = Card([runwayHeader, runwayValue, runwayBadge], "sunk", "column", "xs")
+runwayHeader = TextContent("Runway", "small")
+runwayValue = Heading("28 Mos", "h2")
+runwayBadge = Badge("Cash: $50.4M", "outline")
+
+kpiSection2 = Card([pipeCard, winCard, custCard, npsCard], "clear", "row", "m")
+pipeCard = Card([pipeHeader, pipeValue, pipeSub], "sunk", "column", "xs")
+pipeHeader = TextContent("Sales Pipeline Value", "small")
+pipeValue = Heading("$68.5M", "h3")
+pipeSub = TextContent("Weighted: $22.1M", "small")
+
+winCard = Card([winHeader, winValue, winProgress], "sunk", "column", "xs")
+winHeader = TextContent("Win Rate", "small")
+winValue = Heading("31.4%", "h3")
+winProgress = Progress(31, "Target: 30%")
+
+custCard = Card([custHeader, custValue, custSub], "sunk", "column", "xs")
+custHeader = TextContent("Customers & Churn", "small")
+custValue = Heading("1,420", "h3")
+custSub = TextContent("Net +45 | Churn: 1.2%", "small")
+
+npsCard = Card([npsHeader, npsValue, npsBadge], "sunk", "column", "xs")
+npsHeader = TextContent("Net Promoter Score", "small")
+npsValue = Heading("64", "h3")
+npsBadge = Badge("+5 pts QoQ", "default")
+
+chartSection = Card([financialChartHeader, financialChart], "sunk", "column", "s")
+financialChartHeader = CardHeader("Financial Performance Trend", "Quarterly Revenue vs. Costs ($ Millions)")
+financialChart = AreaChart(["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024"], [revSeries, costSeries], "natural", "Quarter", "$ Millions")
+revSeries = Series("Revenue", [18.5, 20.2, 22.1, 24.8])
+costSeries = Series("Costs", [14.1, 15.0, 15.8, 16.2])
+
+budgetTable = Card([budgetHeader, budgetContent], "sunk", "column", "s")
+budgetHeader = CardHeader("Department Budget vs. Plan", "Q4 Variance Analysis ($ Thousands)")
+budgetContent = Table([deptCol, planCol, actualCol, varCol])
+deptCol = Col("Department", ["Engineering", "Sales & Marketing", "Product & Design", "Operations & G&A", "Customer Success"])
+planCol = Col("Plan ($K)", [6500, 5200, 2100, 1800, 1200])
+actualCol = Col("Actual ($K)", [6250, 5450, 2000, 1750, 1180])
+varCol = Col("Variance", ["-$250K (-3.8%)", "+$250K (+4.8%)", "-$100K (-4.8%)", "-$50K (-2.8%)", "-$20K (-1.7%)"])
+
+headcountDept = Card([headcountHeader, headcountChart], "sunk", "column", "s")
+headcountHeader = CardHeader("Headcount Distribution", "Total Employees: 342 FTEs across core departments")
+headcountChart = BarChart(["Engineering", "Sales & Mktg", "Product", "Operations", "Customer Success"], [hcSeries], "grouped", "Department", "FTE Count")
+hcSeries = Series("Headcount", [145, 98, 38, 32, 29])
+
+risksTable = Card([risksHeader, risksContent], "sunk", "column", "s")
+risksHeader = CardHeader("Top Strategic Risks", "Active risk matrix and mitigation ownership")
+risksContent = Table([riskCol, impactCol, ownerCol, statusCol])
+riskCol = Col("Risk Description", ["Key Talent Retention in AI/ML", "Enterprise Sales Cycle Lengthening", "EU Regulatory Compliance Delay", "Vendor API Dependency Failure"])
+impactCol = Col("Impact / Severity", ["High / Critical", "Medium / High", "High / Medium", "Medium / Low"])
+ownerCol = Col("Executive Owner", ["VP of People (M. Vance)", "CRO (D. Sterling)", "General Counsel (A. Wright)", "CTO (R. Chen)"])
+statusCol = Col("Mitigation Status", ["Retention bonuses & LTI active", "Revised mid-market playbook", "External audit in progress", "Secondary fallback implemented"])
+
+initiativesTable = Card([initiativesHeader, initiativesContent], "sunk", "column", "s")
+initiativesHeader = CardHeader("Strategic Initiatives", "Key corporate objectives tracking")
+initiativesContent = Table([initCol, targetCol, initOwnerCol, progressCol])
+initCol = Col("Initiative", ["Launch Enterprise Tier 2.0", "APAC Expansion", "SOC2 Type II Certification", "Self-Serve Billing Migration"])
+targetCol = Col("Target Date", ["Q4 2024", "Q1 2025", "Q4 2024", "Q2 2025"])
+initOwnerCol = Col("Owner", ["CPO (S. Patel)", "VP APAC (K. Tanaka)", "VP Security (J. Miller)", "VP Eng (R. Chen)"])
+progressCol = Col("Status", ["On Track (90%)", "Delayed - Hiring (40%)", "Completed (100%)", "On Track (25%)"])
+
+boardSection = Card([boardHeader, boardList], "sunk", "column", "s")
+boardHeader = CardHeader("Upcoming Board Meeting Agenda", "Scheduled for Jan 18, 2025 — Action Items & Key Reviews")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4], "number")
+boardItem1 = ListItem("Q4 2024 Financial Performance & Audit Sign-off", "Review final audited numbers, margin expansion, and cash balance approval.")
+boardItem2 = ListItem("2025 Annual Operating Budget & Headcount Plan", "Present budget allocation, growth targets ($110M ARR goal), and hiring roadmap.")
+boardItem3 = ListItem("M&A Strategy & Expansion Opportunities", "Discussion on prospective bolt-on acquisition targets in the EMEA region.")
+boardItem4 = ListItem("Executive Compensation & Equity Refresher", "Compensation Committee proposals for leadership retention and stock option pool expansion.")
+
+actionButtons = Buttons([exportPackBtn, shareReportBtn, refreshBtn], "row")
+exportPackBtn = Button("Export Board Pack (PDF/PPT)", null, "primary")
+shareReportBtn = Button("Share Dashboard Link", null, "secondary")
+refreshBtn = Button("Refresh Live Data", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..386611914
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r2.txt
@@ -0,0 +1,100 @@
+root = Card([header, filters, sep1, kpiHeading, kpiCards, sep2, financialsHeading, finCharts, sep3, deptHeading, deptCharts, sep4, opsHeading, opsCards, sep5, risksHeading, riskTable, sep6, initHeading, initTable, sep7, boardHeading, boardList, followUps], "card", "column", "l")
+
+header = CardHeader("Executive Quarterly Command View", "Q3 2024 Performance, Strategy & Governance Overview")
+
+filters = Buttons([quarterSelect, regionSelect, exportBtn], "row")
+quarterSelect = Button("Quarter: Q3 2024", null, "secondary", "normal", "small")
+regionSelect = Button("Region: Global (All)", null, "secondary", "normal", "small")
+exportBtn = Button("Export Board Pack (PDF)", null, "primary", "normal", "small")
+
+sep1 = Separator("horizontal")
+
+kpiHeading = Heading("Key Performance Indicators", "h3")
+
+kpiCards = Carousel([runwayCard, pipelineCard, winRateCard, churnCard, npsCard])
+
+runwayCard = Card([runwayTitle, runwayVal, runwaySub], "sunk", "column", "xs")
+runwayTitle = TextContent("Cash Runway", "small-heavy")
+runwayVal = TextContent("18.5 Months", "large-heavy")
+runwaySub = TextContent("Total Cash: $42.5M", "small")
+
+pipelineCard = Card([pipeTitle, pipeVal, pipeSub], "sunk", "column", "xs")
+pipeTitle = TextContent("Sales Pipeline", "small-heavy")
+pipeVal = TextContent("$14.2M", "large-heavy")
+pipeSub = TextContent("+12% vs last quarter", "small")
+
+winRateCard = Card([winTitle, winVal, winSub], "sunk", "column", "xs")
+winTitle = TextContent("Win Rate", "small-heavy")
+winVal = TextContent("31.4%", "large-heavy")
+winSub = TextContent("Target: 30.0%", "small")
+
+churnCard = Card([churnTitle, churnVal, churnSub], "sunk", "column", "xs")
+churnTitle = TextContent("Customers & Churn", "small-heavy")
+churnVal = TextContent("1,420 Active", "large-heavy")
+churnSub = TextContent("Logo Churn: 1.2% / Mo", "small")
+
+npsCard = Card([npsTitle, npsVal, npsSub], "sunk", "column", "xs")
+npsTitle = TextContent("Net Promoter Score", "small-heavy")
+npsVal = TextContent("+58", "large-heavy")
+npsSub = TextContent("Benchmark: +45", "small")
+
+sep2 = Separator("horizontal")
+
+financialsHeading = Heading("Financial Performance (4 Quarters)", "h3")
+
+finCharts = LineChart(["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"], [revSeries, costSeries, profitSeries], "linear", "Quarter", "USD ($M)")
+revSeries = Series("Revenue ($M)", [18.2, 19.5, 21.0, 23.4])
+costSeries = Series("Costs ($M)", [14.1, 14.8, 15.2, 16.1])
+profitSeries = Series("Profit ($M)", [4.1, 4.7, 5.8, 7.3])
+
+sep3 = Separator("horizontal")
+
+deptHeading = Heading("Departmental Budget & Headcount", "h3")
+
+deptCharts = BarChart(["Engineering", "Sales & Mktg", "Product", "G&A", "Customer Success"], [budgetPlanSeries, budgetActualSeries, headcountSeries], "grouped", "Department", "Amount ($M) / Staff Count")
+budgetPlanSeries = Series("Budget Plan ($M)", [6.5, 5.0, 2.5, 1.8, 1.2])
+budgetActualSeries = Series("Budget Actual ($M)", [6.2, 5.3, 2.4, 1.7, 1.1])
+headcountSeries = Series("Headcount (FTE)", [110, 65, 30, 18, 25])
+
+sep4 = Separator("horizontal")
+
+opsHeading = Heading("Operational Health & Efficiency", "h3")
+
+opsCards = Card([costBreakdownChart, headcountDistChart], "clear", "row", "m")
+costBreakdownChart = PieChart(["R&D", "Sales & Marketing", "Cost of Goods Sold", "G&A"], [6.2, 5.3, 3.1, 1.5], "donut", "circular")
+headcountDistChart = RadialChart(["Engineering", "Sales & Mktg", "Product", "G&A", "Customer Success"], [110, 65, 30, 18, 25])
+
+sep5 = Separator("horizontal")
+
+risksHeading = Heading("Top Enterprise Risks", "h3")
+
+riskTable = Table([riskCol, impactCol, ownerCol, mitigationCol])
+riskCol = Col("Risk Factor", ["Enterprise Sales Cycle Elongation", "Key Talent Retention in AI Team", "Data Privacy Regulatory Changes (EU)", "Cloud Infrastructure Cost Scaling"])
+impactCol = Col("Impact / Likelihood", ["High / High", "High / Medium", "Medium / High", "Medium / Medium"])
+ownerCol = Col("Owner", ["CRO (M. Vance)", "VP People (S. Chen)", "General Counsel (A. Roy)", "VP Eng (J. Miller)"])
+mitigationCol = Col("Mitigation Strategy", ["Introducing mid-market bundles", "Refreshed retention equity grants", "External compliance audit underway", "Migrated workload to reserved instances"])
+
+sep6 = Separator("horizontal")
+
+initHeading = Heading("Strategic Initiatives Status", "h3")
+
+initTable = Table([initCol, targetCol, ownerInitCol, statusCol])
+initCol = Col("Initiative Name", ["Launch Enterprise AI Module", "APAC Market Expansion", "SOC2 Type II Certification", "Partner Channel Program"])
+targetCol = Col("Target Date", ["Q4 2024", "Q1 2025", "Q3 2024", "Q4 2024"])
+ownerInitCol = Col("Lead Owner", ["CPO (E. Davis)", "VP Sales (R. Taylor)", "CISO (D. Patel)", "Head of Alliances (K. Lee)"])
+statusCol = Col("Status", ["On Track", "Delayed (Hiring)", "Completed", "On Track"])
+
+sep7 = Separator("horizontal")
+
+boardHeading = Heading("Next Board Meeting Agenda & Priority Items", "h3")
+
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4], "number")
+boardItem1 = ListItem("Q4 2024 Budget & FY25 Guidance Approval", "Review projected revenue targets, headcount plan, and capex requests.")
+boardItem2 = ListItem("M&A Strategy & Target Pipeline Review", "Briefing on preliminary discussions with two strategic add-on targets.")
+boardItem3 = ListItem("Executive Equity Refresher Pool", "Proposed 2% expansion of option pool for key leadership retention.")
+boardItem4 = ListItem("APAC Expansion Capital Allocation", "Formal sign-off on $3.5M initial footprint investment in Singapore.")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Drill down into Sales & Marketing budget variance")
+f2 = FollowUpItem("Switch region view to North America")
+f3 = FollowUpItem("Review detailed pipeline stage breakdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..5d19715f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r3.txt
@@ -0,0 +1,111 @@
+root = Card([header, topControls, kpiGrid, financialTrends, deptAnalysis, healthGrid, governanceGrid, followUps], "sunk", "column", "l")
+
+header = CardHeader("CEO Quarterly Command View", "Executive Performance Dashboard & Board Overview")
+
+topControls = Card([quarterSelectField, regionSelectField, exportButtons], "card", "row", "m", "center", "between")
+
+quarterSelectField = FormControl("Reporting Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q4_24, q3_24, q2_24, q1_24], "Select Quarter", null, "Q4 2024")
+q4_24 = SelectItem("Q4 2024", "Q4 2024 (Current)")
+q3_24 = SelectItem("Q3 2024", "Q3 2024")
+q2_24 = SelectItem("Q2 2024", "Q2 2024")
+q1_24 = SelectItem("Q1 2024", "Q1 2024")
+
+regionSelectField = FormControl("Global Region", regionSelect)
+regionSelect = Select("region", [regGlobal, regNA, regEMEA, regAPAC], "Select Region", null, "global")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America")
+regEMEA = SelectItem("emea", "EMEA")
+regAPAC = SelectItem("apac", "APAC")
+
+exportButtons = Buttons([exportPdfBtn, exportCsvBtn])
+exportPdfBtn = Button("Export Board Pack (PDF)", null, "primary")
+exportCsvBtn = Button("Export Raw Data (CSV)", null, "secondary")
+
+kpiGrid = Card([revKpi, costKpi, profitKpi, runwayKpi], "clear", "row", "m")
+
+revKpi = Card([revHeader, revVal, revBadge], "card", "column", "xs")
+revHeader = TextContent("Q4 Revenue", "small")
+revVal = Heading("$42.8M", "h2")
+revBadge = Badge("+14% YoY", "secondary")
+
+costKpi = Card([costHeader, costVal, costBadge], "card", "column", "xs")
+costHeader = TextContent("Q4 Operating Costs", "small")
+costVal = Heading("$31.2M", "h2")
+costBadge = Badge("2% Under Plan", "secondary")
+
+profitKpi = Card([profitHeader, profitVal, profitBadge], "card", "column", "xs")
+profitHeader = TextContent("Q4 Net Profit", "small")
+profitVal = Heading("$11.6M", "h2")
+profitBadge = Badge("27.1% Margin", "secondary")
+
+runwayKpi = Card([runwayHeader, runwayVal, runwayBadge], "card", "column", "xs")
+runwayHeader = TextContent("Cash Runway", "small")
+runwayVal = Heading("26 Months", "h2")
+runwayBadge = Badge("$84M Net Cash", "outline")
+
+financialTrends = Card([trendsHeader, finChart], "card", "column", "m")
+trendsHeader = CardHeader("Four-Quarter Financial Performance", "Revenue vs Operating Costs (Q1 - Q4 2024)")
+finChart = GroupedBarChart(["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024"], [revSeries, costSeries], "Quarter", "USD (Millions)")
+revSeries = Series("Revenue ($M)", [34.5, 37.2, 39.8, 42.8])
+costSeries = Series("Costs ($M)", [28.1, 29.4, 30.5, 31.2])
+
+deptAnalysis = Card([deptChartCard, deptTableCard], "clear", "row", "m")
+
+deptChartCard = Card([deptChartHeader, deptChart], "card", "column", "m")
+deptChartHeader = CardHeader("Department Budget vs Actual Plan", "Q4 Budget Allocation ($M)")
+deptChart = HorizontalBarChart(["Engineering", "Sales & Mktg", "Product", "Ops & G&A", "Customer Success"], [planBudgetSeries, actualBudgetSeries], "grouped", "USD ($M)", "Department")
+planBudgetSeries = Series("Target Plan", [12.5, 10.0, 4.5, 3.5, 2.5])
+actualBudgetSeries = Series("Actual Spend", [12.1, 10.4, 4.2, 3.4, 2.3])
+
+deptTableCard = Card([deptTableHeader, deptTable], "card", "column", "m")
+deptTableHeader = CardHeader("Department Headcount & Allocation", "Current FTE distribution and quarter-over-quarter growth")
+deptTable = Table([deptCol, headcountCol, growthCol, vacancyCol])
+deptCol = Col("Department", ["Engineering", "Sales & Marketing", "Product", "Operations & G&A", "Customer Success"])
+headcountCol = Col("Headcount (FTE)", [184, 126, 42, 35, 28])
+growthCol = Col("QoQ Change", ["+12", "+8", "+3", "+1", "+4"])
+vacancyCol = Col("Open Roles", [14, 9, 4, 2, 3])
+
+healthGrid = Card([salesMetricsCard, customerHealthCard], "clear", "row", "m")
+
+salesMetricsCard = Card([salesHeader, pipelineValText, winRateText, salesProgress], "card", "column", "m")
+salesHeader = CardHeader("Sales Pipeline & Conversion", "Current quarter deal health")
+pipelineValText = TextContent("Active Pipeline Value: **$148.5M**", "large-heavy")
+winRateText = TextContent("Qualified Win Rate: **31.4%** (+2.1% vs Q3 target)", "default")
+salesProgress = Progress(78, "Q4 Enterprise Quota Attainment (78%)")
+
+customerHealthCard = Card([custHeader, custCountText, churnText, npsText, npsProgress], "card", "column", "m")
+custHeader = CardHeader("Customer Base & Sentiment", "Account expansion and retention")
+custCountText = TextContent("Total Active Customers: **1,420** (+115 net new)", "large-heavy")
+churnText = TextContent("Net Revenue Churn: **-0.8%** (Expansion outpaced contraction)", "default")
+npsText = TextContent("Net Promoter Score (NPS): **+64**", "large-heavy")
+npsProgress = Progress(84, "Customer Satisfaction Rating (84%)")
+
+governanceGrid = Card([risksCard, initiativesCard, boardCard], "clear", "row", "m")
+
+risksCard = Card([risksHeader, risksTable], "card", "column", "m")
+risksHeader = CardHeader("Top Corporate Risks", "Key threats and assigned owners")
+risksTable = Table([riskCol, impactCol, ownerCol])
+riskCol = Col("Risk Factor", ["EU AI Act Regulatory Compliance", "Key Vendor Cloud Outage", "APAC Expansion Hiring Delay"])
+impactCol = Col("Severity", ["High", "High", "Medium"])
+ownerCol = Col("Owner", ["CISO (M. Chen)", "VP Infra (D. Ross)", "CRO (A. Vance)"])
+
+initiativesCard = Card([initHeader, initTable], "card", "column", "m")
+initHeader = CardHeader("Strategic Initiatives", "Execution status against annual goals")
+initTable = Table([initCol, statusCol, targetCol])
+initCol = Col("Initiative", ["Enterprise Platform v3.0", "ISO 27001 Recertification", "EMEA Data Center Launch"])
+statusCol = Col("Status", ["On Track", "Completed", "At Risk"])
+targetCol = Col("Target Date", ["Q1 2025", "Q4 2024", "Q1 2025"])
+
+boardCard = Card([boardHeader, boardList], "card", "column", "m")
+boardHeader = CardHeader("Next Board Meeting Agenda", "Dec 18, 2024 — Key Decision Items")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4], "number")
+boardItem1 = ListItem("Approval of FY25 Operating Plan & Budget", "CFO presenting final proposed budget and hiring targets")
+boardItem2 = ListItem("Series C Extension & Capital Strategy", "Discussion on opportunistic M&A vs runway preservation")
+boardItem3 = ListItem("Executive Compensation & Equity Pool Refresh", "Compensation committee recommendation review")
+boardItem4 = ListItem("Product Roadmap & GenAI Monetization", "CTO presentation on technical defensibility")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Deep dive into Engineering headcount & hiring bottlenecks")
+f2 = FollowUpItem("Generate board slide deck for FY25 budget approval")
+f3 = FollowUpItem("Compare APAC win rate against EMEA performance")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..6ba3dc294
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-exec__r4.txt
@@ -0,0 +1,110 @@
+root = Card([header, controls, sep1, kpiGroup1, kpiGroup2, sep2, financialHeading, financialsSection, sep3, deptHeading, deptSection, sep4, execHeading, execSection, sep5, followUps], "card", "column", "m")
+
+header = CardHeader("Executive Command Dashboard", "Q3 FY2024 Performance & Strategic Alignment")
+
+controls = Form("dashboard_filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Opt, q2Opt, q3Opt, q4Opt], "Select Quarter", null, "Q3-2024")
+q1Opt = SelectItem("Q1-2024", "Q1 2024")
+q2Opt = SelectItem("Q2-2024", "Q2 2024")
+q3Opt = SelectItem("Q3-2024", "Q3 2024 (Current)")
+q4Opt = SelectItem("Q4-2024", "Q4 2024 (Forecast)")
+
+regionField = FormControl("Region Focus", regionSelect)
+regionSelect = Select("region", [regGlobal, regNA, regEMEA, regAPAC], "Select Region", null, "global")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America")
+regEMEA = SelectItem("emea", "EMEA")
+regAPAC = SelectItem("apac", "APAC")
+
+filterButtons = Buttons([applyFiltersBtn, exportPackBtn])
+applyFiltersBtn = Button("Apply View", null, "secondary")
+exportPackBtn = Button("Export Executive Pack (PDF)", null, "primary")
+
+sep1 = Separator("horizontal")
+
+kpiGroup1 = Table([kpiCol1, kpiCol2, kpiCol3, kpiCol4])
+kpiCol1 = Col("Financial Metric", ["Revenue (Q3)", "Costs (Q3)", "Net Profit (Q3)", "Cash Runway"])
+kpiCol2 = Col("Actual", ["$12.4M", "$8.1M", "$4.3M", "22 Months"])
+kpiCol3 = Col("vs Plan", ["+6.8%", "-1.2%", "+24.1%", "+2 Months"])
+kpiCol4 = Col("Status", ["On Track", "Under Budget", "Above Target", "Healthy"])
+
+kpiGroup2 = Table([kpiCol5, kpiCol6, kpiCol7, kpiCol8])
+kpiCol5 = Col("Operational Metric", ["Sales Pipeline", "Win Rate", "Customer Count", "Monthly Churn", "Net Promoter Score"])
+kpiCol6 = Col("Current Value", ["$48.2M", "28.4%", "1,240", "1.1%", "+58"])
+kpiCol7 = Col("QoQ Change", ["+$5.1M", "+2.1%", "+85 net", "-0.3%", "+4 pts"])
+kpiCol8 = Col("Benchmark / Target", ["$45.0M", "25.0%", "1,200", "< 1.5%", "> 50"])
+
+sep2 = Separator("horizontal")
+
+financialHeading = Heading("Financial Performance Trend", "h3")
+financialsSection = Tabs([finChartTab, finTableTab])
+
+finChartTab = TabItem("chart_view", "Quarterly Trend Chart", [finTrendChart])
+finTrendChart = BarChart(["Q4-23", "Q1-24", "Q2-24", "Q3-24 (Act)"], [revSeries, costSeries, profitSeries], "grouped", "Quarter", "USD (Millions)")
+revSeries = Series("Revenue", [9.8, 10.5, 11.2, 12.4])
+costSeries = Series("Costs", [7.2, 7.6, 7.9, 8.1])
+profitSeries = Series("Profit", [2.6, 2.9, 3.3, 4.3])
+
+finTableTab = TabItem("table_view", "Financial Summary Table", [finSummaryTable])
+finSummaryTable = Table([qtrCol, revCol, costCol, profitCol, marginCol])
+qtrCol = Col("Quarter", ["Q4-23", "Q1-24", "Q2-24", "Q3-24 (Act)"])
+revCol = Col("Revenue ($M)", [9.8, 10.5, 11.2, 12.4])
+costCol = Col("Costs ($M)", [7.2, 7.6, 7.9, 8.1])
+profitCol = Col("Profit ($M)", [2.6, 2.9, 3.3, 4.3])
+marginCol = Col("Margin (%)", ["26.5%", "27.6%", "29.4%", "34.6%"])
+
+sep3 = Separator("horizontal")
+
+deptHeading = Heading("Departmental Performance & Headcount", "h3")
+deptSection = SectionBlock([deptBudgetSec, deptHeadcountSec])
+
+deptBudgetSec = SectionItem("dept_budget", "Department Budget vs Plan (Q3)", [deptBudgetChart])
+deptBudgetChart = HorizontalBarChart(["Engineering", "Sales & Mktg", "Operations", "G&A", "Product"], [budgetPlanSeries, budgetActualSeries], "grouped", "USD (Millions)", "Department")
+budgetPlanSeries = Series("Planned Budget", [3.5, 3.0, 1.2, 0.9, 1.0])
+budgetActualSeries = Series("Actual Spend", [3.4, 2.8, 1.1, 0.85, 0.95])
+
+deptHeadcountSec = SectionItem("dept_hc", "Headcount Breakdown by Department", [deptHcTable])
+deptHcTable = Table([deptCol, hcCol, openCol, planHcCol])
+deptCol = Col("Department", ["Engineering", "Sales & Marketing", "Operations", "General & Admin", "Product Design"])
+hcCol = Col("Current Headcount", [142, 88, 34, 18, 26])
+openCol = Col("Open Roles", [12, 8, 2, 1, 3])
+planHcCol = Col("EOY Target", [160, 100, 38, 20, 30])
+
+sep4 = Separator("horizontal")
+
+execHeading = Heading("Governance, Strategy & Risks", "h3")
+execSection = Accordion([boardTab, initiativesTab, risksTab])
+
+boardTab = AccordionItem("board_items", "Next Board Meeting Agenda & Key Items", [boardList, boardDrawer])
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4])
+boardItem1 = ListItem("1. Q4 Capital Allocation & Expansion Strategy", "Review proposed $15M series B tranche allocation for APAC market entry.")
+boardItem2 = ListItem("2. Executive Compensation & Option Pool Expansion", "Approval of updated 2025 ESOP expansion and C-suite KPI alignment.")
+boardItem3 = ListItem("3. M&A Pipeline Evaluation (Project Titan)", "Confidential review of preliminary term sheet for European competitor acquisition.")
+boardItem4 = ListItem("4. Cyber Governance & Data Privacy Audit", "Presentation of annual SOC2 Type II compliance audit and security roadmap.")
+
+boardDrawer = DrawerBlock("Preview Board Deck Structure", "Board Meeting Pre-read Summary", "Overview of materials prepared for the upcoming Q4 board meeting", boardPreRead)
+boardPreRead = MarkDownRenderer("### Board Materials Overview\n\n- **Date:** November 14, 2024\n- **Location:** San Francisco HQ / Hybrid\n- **Deck Status:** 85% finalized (Finance & Strategy sections complete)\n- **Key Resolution Required:** Authorization of $15M market expansion fund\n- **Guest Attendees:** Lead Investor (Apex Ventures), External Audit Partner")
+
+initiativesTab = AccordionItem("strategic_init", "Strategic Initiatives Progress", [initiativesTable])
+initiativesTable = Table([initCol, ownerCol, progressCol, statusCol])
+initCol = Col("Initiative", ["Enterprise Sales Motion", "Core Platform v3.0 Migration", "EMEA Expansion Phase 2", "SOC2 Type II Certification", "Customer Retention Drive"])
+ownerCol = Col("Executive Owner", ["VP Sales (C. Davis)", "CTO (M. Zhang)", "GM EMEA (A. Dupont)", "CISO (R. Vance)", "VP Success (E. Taylor)"])
+progressCol = Col("Completion", ["85%", "60%", "40%", "95%", "70%"])
+statusCol = Col("Status", ["Ahead of Schedule", "On Track", "At Risk (Hiring delay)", "Near Completion", "On Track"])
+
+risksTab = AccordionItem("top_risks", "Top Corporate Risks & Mitigation", [risksTable, riskCallout])
+risksTable = Table([riskCol, riskOwnerCol, impactCol, mitigationCol])
+riskCol = Col("Identified Risk", ["Key Personnel Churn in Tech", "APAC Regulatory Delay", "Competitor Price Aggression", "Enterprise Deal Cycle Lengthening"])
+riskOwnerCol = Col("Risk Owner", ["VP People (K. Patel)", "General Counsel (L. Ross)", "CMO (S. Jenkins)", "CRO (D. Miller)"])
+impactCol = Col("Severity / Likelihood", ["High / Medium", "High / High", "Medium / High", "High / Medium"])
+mitigationCol = Col("Mitigation Action Plan", ["Equity refresh program & retention bonuses submitted to board", "Engaged local legal counsel; adjusting launch timeline by 60 days", "Launching modular pricing tier and value-add enterprise features", "Implementing VP-level executive sponsorship on all $100k+ deals"])
+
+riskCallout = Callout("warning", "Risk Attention Required", "APAC Regulatory Delay impact has escalated to High. Review details in board pre-read deck.")
+
+sep5 = Separator("horizontal")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Drill down into EMEA performance")
+fu2 = FollowUpItem("Show full list of open headcount positions")
+fu3 = FollowUpItem("Generate board meeting memo summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..b46603c58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r1.txt
@@ -0,0 +1,114 @@
+root = Card([header, mainKpis, riskAlerts, topGrid, middleGrid, lowerGrid, actionsSection, followUp])
+
+header = CardHeader("Trading Desk Workspace", "Global Multi-Asset Execution & Risk Dashboard")
+
+mainKpis = Table([kpiMetric, kpiVal, kpiChange])
+kpiMetric = Col("Metric", ["Portfolio Value", "P&L Today", "VaR (95% 1-Day)", "Margin Usage"])
+kpiVal = Col("Value", ["$24,850,200", "+$184,350", "$312,000", "42.5%"])
+kpiChange = Col("Status / Change", ["+0.75% Day", "+0.75% Day", "1.25% of Portfolio", "$10.5M / $24.8M Used"])
+
+riskAlerts = Callout("warning", "Risk Limit Warning: Gross Leverage & Tech Exposure", "Gross leverage is at 2.8x (Limit: 3.0x). Technology Sector Exposure is at 28.5% (Soft Cap: 25.0%).")
+
+topGrid = SectionBlock([positionsSec, ordersSec, rebalanceSec])
+positionsSec = SectionItem("pos", "Current Positions (4)", posTable)
+posTable = Table([posTicker, posSize, posEntry, posCurr, posPnl])
+posTicker = Col("Ticker", ["AAPL", "NVDA", "MSFT", "AMZN"])
+posSize = Col("Size (Shares)", ["15,000", "8,200", "12,000", "6,500"])
+posEntry = Col("Entry Price", ["$172.50", "$118.20", "$410.00", "$178.40"])
+posCurr = Col("Current Price", ["$185.20", "$128.50", "$425.10", "$182.30"])
+posPnl = Col("Unrealized P&L", ["+$190,500", "+$84,460", "+$181,200", "+$25,350"])
+
+ordersSec = SectionItem("orders", "Working Orders (3)", ordersTable)
+ordersTable = Table([ordId, ordTicker, ordSide, ordQty, ordType, ordStatus])
+ordId = Col("Order ID", ["ORD-8921", "ORD-8924", "ORD-8925"])
+ordTicker = Col("Ticker", ["GOOGL", "META", "TSLA"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY"])
+ordQty = Col("Quantity", ["2,500", "1,200", "3,000"])
+ordType = Col("Type", ["LIMIT @ $174.00", "LIMIT @ $510.00", "STOP @ $215.00"])
+ordStatus = Col("Status", ["Working", "Working", "Pending Trigger"])
+
+rebalanceSec = SectionItem("rebal", "Portfolio Rebalance & Quick Execution", rebalanceTabs)
+rebalanceTabs = Tabs([rebalTab, orderTab])
+rebalTab = TabItem("reb_view", "Target Drift Rebalance", rebalCard)
+rebalCard = Card([rebalText, rebalButtons])
+rebalText = TextContent("Model drift detected in **Technology (+3.5%)** and **Energy (-2.1%)**. Trigger automated execution to realign with target weights.")
+rebalButtons = Buttons([execRebalBtn, simulateRebalBtn])
+execRebalBtn = Button("Execute Auto-Rebalance", null, "primary")
+simulateRebalBtn = Button("Simulate Drift Impact", null, "secondary")
+
+orderTab = TabItem("ord_entry", "New Order Entry", orderForm)
+orderForm = Form("quick_order", orderFormBtns, [orderTickerCtrl, orderSideCtrl, orderQtyCtrl])
+orderTickerCtrl = FormControl("Ticker Symbol", orderTickerInput)
+orderTickerInput = Input("ticker", "e.g. AAPL", "text")
+orderSideCtrl = FormControl("Order Side", orderSideSelect)
+orderSideSelect = Select("side", [sideBuy, sideSell], "Select Side")
+sideBuy = SelectItem("BUY", "BUY")
+sideSell = SelectItem("SELL", "SELL")
+orderQtyCtrl = FormControl("Quantity", orderQtyInput)
+orderQtyInput = Input("quantity", "100", "number")
+orderFormBtns = Buttons([submitOrderBtn])
+submitOrderBtn = Button("Submit Order to Desk", null, "primary")
+
+middleGrid = SectionBlock([exposureSec, MoMsec, drawdownSec])
+exposureSec = SectionItem("exp", "Sector Exposure & Movers", exposureTabs)
+exposureTabs = Tabs([secTab, moversTab, timeTab])
+secTab = TabItem("sector_chart", "Sector Allocation", sectorChart)
+sectorChart = PieChart(secLabels, secValues, "donut")
+secLabels = ["Technology", "Financials", "Healthcare", "Consumer Disc", "Energy"]
+secValues = [28.5, 22.0, 18.5, 16.0, 15.0]
+
+moversTab = TabItem("movers_view", "Top Gainers & Losers", moversTable)
+moversTable = Table([moverTicker, moverChange, moverType])
+moverTicker = Col("Ticker", ["NVDA", "AMD", "XOM", "JPM", "INTC"])
+moverChange = Col("Day Change", ["+4.8%", "+3.2%", "+2.1%", "-1.8%", "-3.5%"])
+moverType = Col("Category", ["Top Gainer", "Top Gainer", "Top Gainer", "Top Loser", "Top Loser"])
+
+timeTab = TabItem("tf_view", "Timeframe Control", timeCard)
+timeCard = Card([timeText, timeBtns])
+timeText = TextContent("Select active workspace timeframe for risk models, chart displays, and performance metrics.")
+timeBtns = Buttons([tf1d, tf1w, tf1m, tfYtd, tf1y])
+tf1d = Button("1D", null, "secondary")
+tf1w = Button("1W", null, "secondary")
+tf1m = Button("1M", null, "primary")
+tfYtd = Button("YTD", null, "secondary")
+tf1y = Button("1Y", null, "secondary")
+
+MoMsec = SectionItem("strat", "Strategy Performance (YTD Return)", stratChart)
+stratChart = BarChart(stratLabels, [stratSeries], "grouped", "Strategy", "YTD Return (%)")
+stratLabels = ["Alpha Quant", "Global Macro", "Stat Arb", "Long/Short Equity"]
+stratSeries = Series("YTD Return %", [14.2, 8.5, 11.8, 6.4])
+
+drawdownSec = SectionItem("dd", "Historical Drawdown (Past 12 Months)", ddChart)
+ddChart = AreaChart(ddMonths, [ddSeries], "natural", "Month", "Drawdown (%)")
+ddMonths = ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"]
+ddSeries = Series("Max Drawdown %", [-1.2, -2.5, -1.8, -4.2, -3.1, -1.5, -0.8, -2.1, -3.5, -1.9, -1.1, -0.5])
+
+lowerGrid = SectionBlock([watchlistSec, newsSec, ecoSec])
+watchlistSec = SectionItem("wl", "Watchlist Instruments", wlTable)
+wlTable = Table([wlTicker, wlPrice, wlChg])
+wlTicker = Col("Instrument", ["SPY", "QQQ", "BTC/USD", "EUR/USD", "US10Y"])
+wlPrice = Col("Last Price", ["$520.40", "$445.10", "$64,250", "$1.0850", "4.22%"])
+wlChg = Col("24h Change", ["+0.42%", "+0.88%", "-1.20%", "+0.12%", "+3 bps"])
+
+newsSec = SectionItem("news", "Market Headlines & Sentiment", newsTable)
+newsTable = Table([newsTime, newsTitle, newsSent])
+newsTime = Col("Time", ["08:45", "08:30", "08:12", "07:55"])
+newsTitle = Col("Headline", ["Fed signals patient approach on policy rates", "Tech rally gains momentum pre-market", "Crude oil dips on unexpected inventory build", "European markets trade mixed ahead of CPI"])
+newsSent = Col("Sentiment", ["Neutral", "Bullish", "Bearish", "Neutral"])
+
+ecoSec = SectionItem("eco", "Economic Calendar (This Week)", ecoTable)
+ecoTable = Table([ecoDate, ecoEvent, ecoImpact, ecoCons])
+ecoDate = Col("Date/Time", ["Wed 08:30", "Wed 10:00", "Thu 08:30", "Fri 08:30"])
+ecoEvent = Col("Event", ["Core CPI (MoM)", "ISM Services PMI", "Initial Jobless Claims", "Non-Farm Payrolls"])
+ecoImpact = Col("Impact", ["HIGH", "MEDIUM", "LOW", "HIGH"])
+ecoCons = Col("Consensus", ["0.3%", "52.4", "215K", "185K"])
+
+actionsSection = Buttons([refreshDeskBtn, exportRiskBtn, emergencyHedgeBtn])
+refreshDeskBtn = Button("Refresh Desk Feed", null, "primary")
+exportRiskBtn = Button("Export Risk Summary", null, "secondary")
+emergencyHedgeBtn = Button("Execute Macro Hedge", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Run stress test scenario for 50bps rate shock")
+f2 = FollowUpItem("Show detailed risk breakdown for Tech exposure")
+f3 = FollowUpItem("Cancel all working orders")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..66ca62b0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r2.txt
@@ -0,0 +1,162 @@
+root = Card([header, kpiGrid, riskAlert, tabsContainer, followUp], "card", "column", "l")
+
+header = CardHeader("Global Multi-Asset Trading Desk", "Morning Workspace & Portfolio Overview")
+
+kpiGrid = Card([portfolioKpi, pnlKpi, varKpi, marginKpi], "sunk", "row", "m", "center", "between")
+portfolioKpi = Card([portTitle, portVal, timeframeSelect], "clear", "column", "xs")
+portTitle = TextContent("Total Portfolio Value", "small")
+portVal = Heading("$14,250,800.00", "h2")
+timeframeSelect = Buttons([tf1d, tf1w, tf1m, tfYtd])
+tf1d = Button("1D", null, "primary", "normal", "extra-small")
+tf1w = Button("1W", null, "tertiary", "normal", "extra-small")
+tf1m = Button("1M", null, "tertiary", "normal", "extra-small")
+tfYtd = Button("YTD", null, "tertiary", "normal", "extra-small")
+
+pnlKpi = Card([pnlTitle, pnlVal, pnlBadge], "clear", "column", "xs")
+pnlTitle = TextContent("Today's P&L", "small")
+pnlVal = Heading("+$184,320.50", "h2")
+pnlBadge = Badge("+1.31%", "default")
+
+varKpi = Card([varTitle, varVal, varLimit], "clear", "column", "xs")
+varTitle = TextContent("Value at Risk (99% 1D)", "small")
+varVal = Heading("$215,000", "h2")
+varLimit = Progress(71, "Limit: $300,000")
+
+marginKpi = Card([marginTitle, marginVal, marginProg], "clear", "column", "xs")
+marginTitle = TextContent("Margin Utilization", "small")
+marginVal = Heading("$4,820,000", "h2")
+marginProg = Progress(68, "68.8% of $7.0M limit")
+
+riskAlert = Callout("warning", "Risk Limit Alert: Sector Concentration", "Technology exposure (34.2%) is within 0.8% of the maximum risk ceiling (35.0%). Consider rebalancing.")
+
+tabsContainer = Tabs([tabOverview, tabPositions, tabRiskPerf, tabTrade])
+
+tabOverview = TabItem("overview", "Market Overview", [overviewGrid])
+overviewGrid = Card([overviewLeft, overviewRight], "clear", "row", "l")
+
+overviewLeft = Card([gainersLosersHeader, gainersLosersTable, headlinesHeader, headlinesList], "clear", "column", "m")
+gainersLosersHeader = Heading("Today's Top Movers", "h3")
+gainersLosersTable = Table([moverTicker, moverPrice, moverChg, moverType])
+moverTicker = Col("Ticker", ["NVDA", "TSLA", "AMD", "AAPL", "PFE", "INTC"])
+moverPrice = Col("Price", ["$128.50", "$245.20", "$156.80", "$224.10", "$27.30", "$30.15"])
+moverChg = Col("Change", ["+5.4%", "+3.8%", "+2.9%", "-1.8%", "-2.4%", "-4.1%"])
+moverType = Col("Status", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+
+headlinesHeader = Heading("Market Headlines & Sentiment", "h3")
+headlinesList = ListBlock([headline1, headline2, headline3])
+headline1 = ListItem("Fed Signals Potential Rate Cut in September", "Macro • Bullish", null, "High Impact")
+headline2 = ListItem("Tech Earnings Exceed Consensus Estimates", "Equities • Bullish", null, "Medium Impact")
+headline3 = ListItem("Crude Oil Drops on Demand Growth Concerns", "Energy • Bearish", null, "Medium Impact")
+
+overviewRight = Card([watchlistHeader, watchlistTable, calendarHeader, calendarList], "clear", "column", "m")
+watchlistHeader = Heading("Instrument Watchlist", "h3")
+watchlistTable = Table([watchSymbol, watchName, watchPrice, watchChg])
+watchSymbol = Col("Symbol", ["SPY", "QQQ", "TLT", "GLD", "BTC-USD", "EUR/USD"])
+watchName = Col("Name", ["S&P 500 ETF", "Nasdaq 100", "20+ Yr Treasury", "Gold Trust", "Bitcoin", "EUR/USD"])
+watchPrice = Col("Last", ["$552.40", "$480.15", "$94.20", "$218.60", "$64,250", "1.0885"])
+watchChg = Col("1D %", ["+0.62%", "+0.95%", "-0.18%", "+0.45%", "+2.10%", "-0.05%"])
+
+calendarHeader = Heading("Economic Releases This Week", "h3")
+calendarList = ListBlock([cal1, cal2, cal3])
+cal1 = ListItem("US CPI (MoM / YoY)", "Wednesday 08:30 EST • Est: 0.2% / 3.0%", null, "Upcoming")
+cal2 = ListItem("Initial Jobless Claims", "Thursday 08:30 EST • Est: 235K", null, "Upcoming")
+cal3 = ListItem("Michigan Consumer Sentiment", "Friday 10:00 EST • Est: 66.5", null, "Upcoming")
+
+tabPositions = TabItem("positions", "Positions & Orders", [posGrid])
+posGrid = Card([posHeader, posTable, sep1, ordersHeader, ordersTable], "clear", "column", "m")
+
+posHeader = Heading("Current Open Positions", "h3")
+posTable = Table([posTicker, posSize, posEntry, posCurrent, posUnrealizedPnl])
+posTicker = Col("Ticker", ["NVDA", "AAPL", "MSFT", "AMZN", "GOOGL", "US10Y", "EUR/USD"])
+posSize = Col("Size / Qty", ["15,000", "20,000", "12,000", "10,000", "18,000", "$5M", "$10M"])
+posEntry = Col("Avg Entry", ["$115.20", "$210.50", "$435.00", "$180.20", "$172.40", "4.25%", "1.0820"])
+posCurrent = Col("Current Price", ["$128.50", "$224.10", "$448.30", "$186.50", "$168.90", "4.21%", "1.0885"])
+posUnrealizedPnl = Col("Unrealized P&L", ["+$199,500", "+$272,000", "+$159,600", "+$63,000", "-$63,000", "+$20,000", "+$65,000"])
+
+sep1 = Separator("horizontal")
+
+ordersHeader = Heading("Working Orders", "h3")
+ordersTable = Table([ordId, ordTicker, ordSide, ordQty, ordType, ordLimit, ordStatus])
+ordId = Col("Order ID", ["ORD-9021", "ORD-9022", "ORD-9025"])
+ordTicker = Col("Ticker", ["MSFT", "TLT", "NVDA"])
+ordSide = Col("Side", ["BUY", "BUY", "SELL"])
+ordQty = Col("Quantity", ["2,500", "10,000", "5,000"])
+ordType = Col("Type", ["LIMIT", "LIMIT", "STOP-LIMIT"])
+ordLimit = Col("Limit Price", ["$442.00", "$93.50", "$122.00"])
+ordStatus = Col("Status", ["WORKING", "WORKING", "WORKING"])
+
+tabRiskPerf = TabItem("risk_perf", "Risk & Performance", [riskPerfGrid])
+riskPerfGrid = Card([perfLeft, perfRight], "clear", "row", "l")
+
+perfLeft = Card([sectorHeader, sectorChart, strategyHeader, strategyTable], "clear", "column", "m")
+sectorHeader = Heading("Exposure by Sector", "h3")
+sectorChart = HorizontalBarChart(["Technology", "Financials", "Healthcare", "Consumer Discr", "Energy", "Fixed Income"], [sectorSeries], "grouped", "Allocation %")
+sectorSeries = Series("Portfolio Weight", [34.2, 18.5, 14.1, 12.0, 8.2, 13.0])
+
+strategyHeader = Heading("Strategy Performance (YTD Return)", "h3")
+strategyTable = Table([stratName, stratYtd, stratSharpe])
+stratName = Col("Strategy", ["Tech Long/Short Equity", "Global Macro Core", "Quant Volatility Arbitrage", "Fixed Income Relative Value"])
+stratYtd = Col("YTD Return", ["+18.4%", "+9.2%", "+14.1%", "+4.8%"])
+stratSharpe = Col("Sharpe Ratio", ["2.10", "1.45", "2.85", "1.12"])
+
+perfRight = Card([drawdownHeader, drawdownChart, breachHeader, breachTable], "clear", "column", "m")
+drawdownHeader = Heading("Historical Drawdown (Past 12 Months)", "h3")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Drawdown %", [0.0, -1.8, -3.2, -1.1, -0.4, -2.5, -4.8, -2.1, -0.8, -0.2, -1.5, -0.6])
+
+breachHeader = Heading("Risk Limits & Proximity to Breach", "h3")
+breachTable = Table([riskMetric, riskCurrent, riskLimitCol, riskStatusCol])
+riskMetric = Col("Risk Metric", ["Sector Conc. (Tech)", "Gross Leverage", "1D VaR (99%)", "Single-Stock Max"])
+riskCurrent = Col("Current Value", ["34.2%", "2.1x", "$215,000", "8.2% (NVDA)"])
+riskLimitCol = Col("Limit Threshold", ["35.0%", "2.5x", "$300,000", "10.0%"])
+riskStatusCol = Col("Warning Level", ["Near Breach", "Normal", "Normal", "Normal"])
+
+tabTrade = TabItem("execution", "Trade & Rebalance", [tradeGrid])
+tradeGrid = Card([rebalanceCard, orderCard], "clear", "row", "l")
+
+rebalanceCard = Card([rebalanceHeader, rebalanceText, rebalanceForm], "card", "column", "m")
+rebalanceHeader = Heading("Portfolio Rebalance Control", "h3")
+rebalanceText = TextContent("Trigger an automated portfolio realignment based on target sector weights and risk thresholds.")
+rebalanceForm = Form("rebalance_form", rebalanceBtns, [targetModelField, driftThresholdField])
+targetModelField = FormControl("Target Model Profile", targetModelSelect)
+targetModelSelect = Select("model_profile", [m1, m2, m3], "Select target profile")
+m1 = SelectItem("balanced", "Multi-Asset Balanced Profile")
+m2 = SelectItem("tech_heavy", "Growth & Tech Focused Profile")
+m3 = SelectItem("defensive", "Capital Preservation Profile")
+
+driftThresholdField = FormControl("Allowed Drift Tolerance (%)", driftSlider)
+driftSlider = Slider("drift_tol", "discrete", 1, 5, 1, [2], "Tolerance")
+
+rebalanceBtns = Buttons([btnRunRebalance, btnPreviewRebalance])
+btnRunRebalance = Button("Execute Rebalance", null, "primary")
+btnPreviewRebalance = Button("Preview Rebalance Orders", null, "secondary")
+
+orderCard = Card([orderHeader, orderForm], "card", "column", "m")
+orderHeader = Heading("Place New Order", "h3")
+orderForm = Form("order_entry_form", orderBtns, [tickerField, sideField, qtyField, typeField])
+
+tickerField = FormControl("Ticker Symbol", tickerInput)
+tickerInput = Input("ticker", "e.g. NVDA, AAPL")
+
+sideField = FormControl("Order Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "BUY")
+sideBuy = RadioItem("Buy", "Long position", "BUY")
+sideSell = RadioItem("Sell", "Short or exit position", "SELL")
+
+qtyField = FormControl("Quantity / Shares", qtyInput)
+qtyInput = Input("quantity", "1000", "number")
+
+typeField = FormControl("Order Type", typeSelect)
+typeSelect = Select("order_type", [ot1, ot2, ot3], "Market Order")
+ot1 = SelectItem("MARKET", "Market Order")
+ot2 = SelectItem("LIMIT", "Limit Order")
+ot3 = SelectItem("STOP", "Stop Loss Order")
+
+orderBtns = Buttons([btnSubmitOrder, btnClearOrder])
+btnSubmitOrder = Button("Submit Order", null, "primary")
+btnClearOrder = Button("Reset Form", null, "tertiary")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed risk factor breakdown")
+fu2 = FollowUpItem("Simulate 5% drop in Technology sector")
+fu3 = FollowUpItem("Export trade log for today")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..48ca24560
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r3.txt
@@ -0,0 +1,126 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("Trading Desk Workspace", "Morning Dashboard & Execution Hub")
+
+mainGrid = SectionBlock([overviewSection, riskSection, marketsSection, executionSection])
+
+overviewSection = SectionItem("overview", "1. Portfolio Overview & Performance", [pnlCard, sectorAndStrategyTabs, drawdownChart])
+
+pnlCard = Table([metricCol, valueCol, detailCol])
+metricCol = Col("Metric", ["Portfolio Value", "Today's P&L", "Margin In Use", "Value at Risk (VaR 95%)"])
+valueCol = Col("Value", ["$14,250,800", "+$142,350 (+1.01%)", "$4,850,000 (34.0%)", "$215,000 (1.51%)"])
+detailCol = Col("Status / Target", ["All-Time High", "Unrealized: +$98k | Realized: +$44k", "Limit: $7,000,000", "Daily Limit: $350,000"])
+
+sectorAndStrategyTabs = Tabs([sectorTab, strategyTab])
+sectorTab = TabItem("sectors", "Sector Exposure", [sectorChart])
+sectorChart = PieChart(["Technology", "Financials", "Healthcare", "Energy", "Consumer Discretionary"], [35, 22, 18, 15, 10], "donut")
+
+strategyTab = TabItem("strategies", "Strategy YTD Returns", [strategyTable])
+strategyTable = Table([stratCol, ytdCol, sharpeCol])
+stratCol = Col("Strategy", ["Alpha Tech Long/Short", "Global Macro Core", "Quant Momentum", "Credit Arbitrage"])
+ytdCol = Col("YTD Return", ["+18.4%", "+8.2%", "+12.1%", "+5.6%"])
+sharpeCol = Col("Sharpe Ratio", ["2.10", "1.45", "1.82", "1.95"])
+
+drawdownChart = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"], [ddSeries], "natural", "Month", "Drawdown (%)")
+ddSeries = Series("Max Drawdown", [-1.2, -2.5, -4.1, -1.8, -0.5, -3.2, -2.1, -1.0, -0.4, -1.9, -0.8, -0.2])
+
+riskSection = SectionItem("risk", "2. Positions, Risk & Limits", [riskBreachCallout, positionsTable])
+
+riskBreachCallout = Callout("warning", "Risk Limit Alert", "Gross Exposure limit for Technology Sector is at 88% capacity ($4.98M / $5.50M max). Net Delta limit for Energy Sector is at 92% capacity.")
+
+positionsTable = Table([tickerCol, sizeCol, entryCol, currentCol, pnlPosCol])
+tickerCol = Col("Ticker", ["NVDA", "AAPL", "MSFT", "JPM", "XOM", "AMZN"])
+sizeCol = Col("Size (Shares)", ["+2,500", "+5,000", "-1,200", "+4,000", "+8,500", "-1,500"])
+entryCol = Col("Entry Price", ["$118.50", "$215.20", "$445.00", "$198.10", "$112.40", "$185.30"])
+currentCol = Col("Current Price", ["$128.40", "$224.50", "$438.10", "$204.80", "$115.20", "$178.90"])
+pnlPosCol = Col("Unrealized P&L", ["+$24,750", "+$46,500", "+$8,280", "+$26,800", "+$23,800", "+$9,600"])
+
+marketsSection = SectionItem("markets", "3. Market Intelligence & Movers", [moversTabs, watchlistTable, newsAndEcoGrid])
+
+moversTabs = Tabs([gainersTab, losersTab])
+gainersTab = TabItem("gainers", "Top Gainers", [gainersTable])
+gainersTable = Table([gTicker, gPrice, gChange])
+gTicker = Col("Ticker", ["NVDA", "AMD", "META"])
+gPrice = Col("Price", ["$128.40", "$156.20", "$512.30"])
+gChange = Col("Change Today", ["+4.85%", "+3.92%", "+3.10%"])
+
+losersTab = TabItem("losers", "Top Losers", [losersTable])
+losersTable = Table([lTicker, lPrice, lChange])
+lTicker = Col("Ticker", ["TSLA", "INTC", "BABA"])
+lPrice = Col("Price", ["$210.10", "$30.20", "$74.50"])
+lChange = Col("Change Today", ["-5.12%", "-3.80%", "-2.95%"])
+
+watchlistTable = Table([wTicker, wPrice, wTag])
+wTicker = Col("Watchlist Ticker", ["SPY", "QQQ", "TLT", "GLD", "USO"])
+wPrice = Col("Last Price", ["$552.10", "$480.30", "$94.80", "$220.50", "$76.20"])
+wTag = Col("Asset Class", ["Equity Index", "Tech Index", "US Treasury", "Commodity Gold", "Commodity Crude"])
+
+newsAndEcoGrid = SectionBlock([newsSection, ecoSection])
+newsSection = SectionItem("news", "Market Headlines & Sentiment", [newsList])
+newsList = ListBlock([news1, news2, news3])
+news1 = ListItem("Fed Signals Potential 50bps Rate Cut in Upcoming Meeting", "Macro Economics — Impact: High", null, "Bullish")
+news2 = ListItem("Tech Earnings Beat Estimates Across Semiconductor Sector", "Equities — Impact: High", null, "Bullish")
+news3 = ListItem("Middle East Crude Supply Concerns Escalating", "Commodities — Impact: Medium", null, "Bearish")
+
+ecoSection = SectionItem("eco", "Economic Calendar This Week", [ecoTable])
+ecoTable = Table([ecoDate, ecoEvent, ecoImpact])
+ecoDate = Col("Date / Time", ["Wed 08:30", "Thu 08:30", "Thu 10:00", "Fri 08:30"])
+ecoEvent = Col("Event", ["Core CPI (MoM)", "Initial Jobless Claims", "ISM Services PMI", "Non-Farm Payrolls"])
+ecoImpact = Col("Forecast / Impact", ["0.2% (High)", "225k (Medium)", "52.4 (Medium)", "165k (High)"])
+
+executionSection = SectionItem("execution", "4. Orders, Rebalance & Controls", [controlsRow, workingOrdersTable])
+
+controlsRow = Buttons([placeOrderModal, rebalanceModal, timeframeModal])
+
+placeOrderModal = DialogBlock("Place Order", "New Ticket Order Execution", "Submit a market or limit order directly to the desk queue.", orderForm, "default")
+
+orderForm = Form("order-ticket", orderButtons, [tickerField, sideField, qtyField, typeField])
+tickerField = FormControl("Ticker Symbol", tickerInput, "e.g. NVDA, AAPL")
+tickerInput = Input("ticker", "NVDA")
+sideField = FormControl("Order Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy / Long", "Open or expand long position", "buy")
+sideSell = RadioItem("Sell / Short", "Open or expand short position", "sell")
+qtyField = FormControl("Quantity (Shares/Contracts)", qtyInput)
+qtyInput = Input("qty", "500", "number")
+typeField = FormControl("Order Type", typeSelect)
+typeSelect = Select("order_type", [typeMkt, typeLmt], "Select execution type")
+typeMkt = SelectItem("market", "Market Order")
+typeLmt = SelectItem("limit", "Limit Order")
+orderButtons = Buttons([submitOrderBtn])
+submitOrderBtn = Button("Submit Order Ticket", null, "primary")
+
+rebalanceModal = DialogBlock("Rebalance Portfolio", "Portfolio Target Allocation Rebalance", "Realign strategy weights back to benchmark parameters.", rebalanceForm, "outline")
+
+rebalanceForm = Form("rebalance-form", rebalanceButtons, [targetTechField, maxDriftField])
+targetTechField = FormControl("Tech Target Weight (%)", targetTechInput)
+targetTechInput = Input("tech_weight", "30.0", "number")
+maxDriftField = FormControl("Max Allowed Drift (%)", maxDriftInput)
+maxDriftInput = Input("max_drift", "2.0", "number")
+rebalanceButtons = Buttons([execRebalanceBtn])
+execRebalanceBtn = Button("Execute Rebalance Orders", null, "primary")
+
+timeframeModal = DialogBlock("Change Timeframe", "Global Workspace Timeframe Settings", "Adjust historical lookback for performance, risk and charts.", timeframeForm, "secondary")
+
+timeframeForm = Form("timeframe-form", timeframeButtons, [tfField])
+tfField = FormControl("Select Timeframe", tfSelect)
+tfSelect = Select("timeframe", [tf1d, tf1w, tf1m, tfytd, tf1y], "Select period")
+tf1d = SelectItem("1d", "1 Day (Intraday)")
+tf1w = SelectItem("1w", "1 Week")
+tf1m = SelectItem("1m", "1 Month")
+tfytd = SelectItem("ytd", "Year To Date")
+tf1y = SelectItem("1y", "1 Year trailing")
+timeframeButtons = Buttons([applyTfBtn])
+applyTfBtn = Button("Apply Timeframe", null, "primary")
+
+workingOrdersTable = Table([ordId, ordTicker, ordSide, ordQty, ordPrice, ordStatus])
+ordId = Col("Order ID", ["#ORD-8821", "#ORD-8824", "#ORD-8825"])
+ordTicker = Col("Ticker", ["NVDA", "MSFT", "TLT"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY"])
+ordQty = Col("Quantity", ["1,000", "500", "2,500"])
+ordPrice = Col("Limit Price", ["$125.00", "$442.50", "$93.50"])
+ordStatus = Col("Status", ["Working", "Working", "Partial Fill (1,000/2,500)"])
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export current positions to CSV")
+f2 = FollowUpItem("Simulate 25bps rate hike impact on VaR")
+f3 = FollowUpItem("View block trade history")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..4ff68f94e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-fund__r4.txt
@@ -0,0 +1,143 @@
+root = Card([header, tfBar, callouts, summaryCards, performanceChart, mainTabs, followUps], "card", "column", "l")
+header = CardHeader("Global Macro Trading Desk", "Morning Workspace & Portfolio Overview — Live Trading Session")
+tfBar = Buttons([tf1d, tf1w, tf1m, tfYtd, tf1y], "row")
+tf1d = Button("1D", null, "tertiary", "normal", "small")
+tf1w = Button("1W", null, "tertiary", "normal", "small")
+tf1m = Button("1M", null, "tertiary", "normal", "small")
+tfYtd = Button("YTD", null, "primary", "normal", "small")
+tf1y = Button("1Y", null, "tertiary", "normal", "small")
+callouts = Card([riskAlert, limitCallout], "clear", "column", "s")
+riskAlert = Alert("Risk Limit Warning: Tech Sector Concentration", "Technology sector exposure is at 34.2%, approaching the max limit of 35.0%. Gross leverage at 1.82x (Limit: 2.00x).", "warning")
+limitCallout = Callout("warning", "VaR Limit Check", "Current 1D 95% VaR is $412,500 (1.92% of Portfolio), near the $450,000 threshold.")
+summaryCards = Card([kpi1, kpi2, kpi3, kpi4], "clear", "row", "m")
+kpi1 = Card([kpi1Title, kpi1Val, kpi1Tag], "sunk", "column", "xs")
+kpi1Title = TextContent("Portfolio Value", "small")
+kpi1Val = Heading("$21,480,250", "h2")
+kpi1Tag = Badge("+$312,400 Total YTD", "secondary")
+kpi2 = Card([kpi2Title, kpi2Val, kpi2Tag], "sunk", "column", "xs")
+kpi2Title = TextContent("Today's P&L", "small")
+kpi2Val = Heading("+$184,320", "h2")
+kpi2Tag = Badge("+0.87% Today", "default")
+kpi3 = Card([kpi3Title, kpi3Val, kpi3Tag], "sunk", "column", "xs")
+kpi3Title = TextContent("Value at Risk (1D 95%)", "small")
+kpi3Val = Heading("$412,500", "h2")
+kpi3Tag = Badge("1.92% of Nav", "destructive")
+kpi4 = Card([kpi4Title, kpi4Val, kpi4Tag], "sunk", "column", "xs")
+kpi4Title = TextContent("Margin in Use", "small")
+kpi4Val = Heading("$6,840,000", "h2")
+kpi4Tag = Badge("31.8% of Total Margin", "outline")
+performanceChart = Card([perfHeader, strategyChart, ddChart], "sunk", "column", "m")
+perfHeader = CardHeader("Strategy Returns YTD & Portfolio Drawdown (Past Year)", "Comparative Strategy Returns (%) and Maximum Drawdown Trajectory (%)")
+strategyChart = BarChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov"], [s1, s2, s3], "grouped", "Month", "Return (%)")
+s1 = Series("Alpha Quant Equity", [2.1, 1.8, 3.4, -0.5, 1.2, 2.8, 0.9, -1.1, 2.4, 3.1, 1.5])
+s2 = Series("Global Macro Futures", [4.5, -1.2, 0.8, 2.3, 3.1, -0.8, 1.5, 4.2, -2.1, 1.1, 2.8])
+s3 = Series("Systematic Trend", [-0.8, 3.2, 4.1, 1.9, -1.5, 2.1, 3.8, -0.4, 1.8, 0.5, -0.9])
+ddChart = LineChart(["Nov 23", "Jan 24", "Mar 24", "May 24", "Jul 24", "Sep 24", "Nov 24"], [ddSeries], "natural", "Timeline", "Drawdown (%)")
+ddSeries = Series("Portfolio Drawdown %", [0, -1.2, -4.8, -2.1, -6.4, -3.1, -1.8])
+mainTabs = Tabs([tabOverview, tabOrders, tabRisk, tabNews])
+tabOverview = TabItem("overview", "Positions & Movers", [posHeader, posTable, sep1, moversHeader, moversGrid])
+posHeader = CardHeader("Open Portfolio Positions", "Current active equity, fixed income, and derivative positions")
+posTable = Table([colTicker, colSize, colEntry, colCurrent, colPnl, colSector])
+colTicker = Col("Ticker", ["NVDA", "AAPL", "MSFT", "AMZN", "JPM", "GS", "TLT", "EUR/USD"])
+colSize = Col("Size / Qty", ["15,000", "25,000", "12,000", "18,000", "30,000", "8,000", "50,000", "10,000,000"])
+colEntry = Col("Entry Price", ["$118.50", "$215.20", "$408.00", "$178.40", "$198.10", "$460.00", "$92.40", "$1.0780"])
+colCurrent = Col("Current Price", ["$138.20", "$228.50", "$422.10", "$186.30", "$214.50", "$488.20", "$89.80", "$1.0845"])
+colPnl = Col("Unrealized P&L", ["+$295,500", "+$332,500", "+$169,200", "+$142,200", "+$492,000", "+$225,600", "-$130,000", "+$65,000"])
+colSector = Col("Sector", ["Technology", "Technology", "Technology", "Cons Discretionary", "Financials", "Financials", "Fixed Income", "FX"])
+sep1 = Separator()
+moversHeader = CardHeader("Today's Top Gainers & Losers", "Significant intraday moves across universe")
+moversGrid = Card([gainersList, losersList, watchlistCard], "clear", "row", "m")
+gainersList = Card([gainersTitle, g1, g2, g3], "sunk", "column", "s")
+gainersTitle = Heading("Top Gainers", "h4")
+g1 = Tag("TSLA  +$21.40 (+9.2%)", "trending-up", "md", "success")
+g2 = Tag("NVDA  +$5.80 (+4.38%)", "trending-up", "md", "success")
+g3 = Tag("AMD   +$3.90 (+2.95%)", "trending-up", "md", "success")
+losersList = Card([losersTitle, l1, l2, l3], "sunk", "column", "s")
+losersTitle = Heading("Top Losers", "h4")
+l1 = Tag("INTC  -$1.85 (-7.40%)", "trending-down", "md", "danger")
+l2 = Tag("TLT   -$1.20 (-1.32%)", "trending-down", "md", "danger")
+l3 = Tag("NKE   -$0.95 (-1.15%)", "trending-down", "md", "danger")
+watchlistCard = Card([wlTitle, wlTable], "sunk", "column", "s")
+wlTitle = Heading("Instrument Watchlist", "h4")
+wlTable = Table([wlTicker, wlPrice, wlChg])
+wlTicker = Col("Symbol", ["SPY", "QQQ", "BTC/USD", "OIL (WTI)"])
+wlPrice = Col("Price", ["$582.40", "$495.10", "$88,450", "$71.20"])
+wlChg = Col("Change", ["+0.42%", "+0.85%", "+3.10%", "-1.15%"])
+tabOrders = TabItem("orders", "Execution & Order Entry", [orderGrid])
+orderGrid = Card([workingOrdersCard, placeOrderCard, rebalanceCard], "clear", "column", "l")
+workingOrdersCard = Card([woHeader, woTable], "sunk", "column", "m")
+woHeader = CardHeader("Working Orders", "Active limit, stop, and algorithmic execution orders")
+woTable = Table([woId, woTicker, woSide, woQty, woLimit, woStatus])
+woId = Col("Order ID", ["ORD-9921", "ORD-9924", "ORD-9928"])
+woTicker = Col("Ticker", ["NVDA", "AAPL", "TLT"])
+woSide = Col("Side", ["BUY LIMIT", "SELL STOP", "BUY TWAP"])
+woQty = Col("Quantity", ["2,500", "5,000", "10,000"])
+woLimit = Col("Limit/Stop Price", ["$132.00", "$210.00", "$89.50"])
+woStatus = Col("Status", ["Partial (40%)", "Pending", "Working"])
+placeOrderCard = Card([poHeader, poForm], "sunk", "column", "m")
+poHeader = CardHeader("Quick Order Entry", "Submit market or limit order to execution desk")
+poForm = Form("place_order", poButtons, [fTicker, fSide, fQty, fOrderType])
+fTicker = FormControl("Ticker Symbol", inputTicker)
+inputTicker = Input("ticker", "e.g. NVDA, AAPL, SPY")
+fSide = FormControl("Order Side", selectSide)
+selectSide = Select("side", [sideBuy, sideSell, sideShort], "Select side")
+sideBuy = SelectItem("BUY", "Buy / Long")
+sideSell = SelectItem("SELL", "Sell / Close")
+sideShort = SelectItem("SHORT", "Sell Short")
+fQty = FormControl("Quantity / Shares", inputQty)
+inputQty = Input("quantity", "1000", "number")
+fOrderType = FormControl("Order Type", selectType)
+selectType = Select("type", [typeMkt, typeLmt, typeStop], "Select order type")
+typeMkt = SelectItem("MARKET", "Market Order")
+typeLmt = SelectItem("LIMIT", "Limit Order")
+typeStop = SelectItem("STOP", "Stop Order")
+poButtons = Buttons([btnSubmitOrder, btnClearForm])
+btnSubmitOrder = Button("Transmit Order", null, "primary")
+btnClearForm = Button("Reset Form", null, "tertiary")
+rebalanceCard = Card([rebHeader, rebText, rebForm], "sunk", "column", "m")
+rebHeader = CardHeader("Portfolio Rebalance Trigger", "Execute automated target rebalancing across model portfolios")
+rebText = TextContent("Target model drift currently detected in **Technology (+4.2% over weight)** and **Fixed Income (-2.8% under weight)**. Triggering rebalance will generate target execution orders.", "default")
+rebForm = Form("rebalance_form", rebButtons, [fModel, fTolerance])
+fModel = FormControl("Target Model Strategy", selectModel)
+selectModel = Select("model", [m1, m2, m3], "Select target allocation model")
+m1 = SelectItem("MOD_BAL", "Balanced Global Macro (60/40)")
+m2 = SelectItem("MOD_RISK_PARITY", "Risk Parity Dynamic")
+m3 = SelectItem("MOD_TECH_HEAVY", "Tech Focused Tactical")
+fTolerance = FormControl("Rebalance Threshold Tolerance", sliderTol)
+sliderTol = Slider("tolerance", "discrete", 0.5, 5.0, 0.5, [2.0], "Tolerance Band (%)")
+rebButtons = Buttons([btnRunRebalance, btnSimulate])
+btnRunRebalance = Button("Execute Portfolio Rebalance", null, "primary", "destructive")
+btnSimulate = Button("Simulate Order Impact", null, "secondary")
+tabRisk = TabItem("risk", "Exposure & Risk Limits", [riskGrid])
+riskGrid = Card([secPie, limitsTableCard], "clear", "row", "m")
+secPie = Card([secHeader, pieChart], "sunk", "column", "s")
+secHeader = CardHeader("Sector Exposure Breakdown", "% of Gross Portfolio Value")
+pieChart = PieChart(["Technology", "Financials", "Cons Discretionary", "Fixed Income", "FX / Cash", "Energy / Other"], [34.2, 22.5, 14.8, 12.1, 10.4, 6.0], "donut")
+limitsTableCard = Card([limitsHeader, limitsTable], "sunk", "column", "s")
+limitsHeader = CardHeader("Risk Limits Monitor", "Real-time compliance and risk thresholds")
+limitsTable = Table([limMetric, limCurrent, limMax, limStatus])
+limMetric = Col("Risk Metric", ["Sector Conc. (Tech)", "Gross Leverage", "1D 95% VaR", "Net Long Exposure", "Single Stock Max (NVDA)"])
+limCurrent = Col("Current Value", ["34.2%", "1.82x", "$412,500", "64.5%", "8.9%"])
+limMax = Col("Limit Threshold", ["35.0%", "2.00x", "$450,000", "75.0%", "10.0%"])
+limStatus = Col("Status", ["WARNING", "OK", "WARNING", "OK", "OK"])
+tabNews = TabItem("news", "Headlines & Macro Calendar", [newsGrid])
+newsGrid = Card([newsCard, calCard], "clear", "row", "m")
+newsCard = Card([newsHeader, newsList], "sunk", "column", "m")
+newsHeader = CardHeader("Live Market Headlines", "Real-time news feed with AI sentiment analysis")
+newsList = ListBlock([n1, n2, n3, n4])
+n1 = ListItem("Fed Powell Signals Caution on Rate Cut Pace", "Macro Economics — 12 mins ago | Sentiment: Bearish (-0.42)", null, "Read Story")
+n2 = ListItem("NVIDIA Announces Next-Gen Blackwell Ultra Chips Demand Surge", "Tech / Equities — 28 mins ago | Sentiment: Very Bullish (+0.88)", null, "Read Story")
+n3 = ListItem("US Retail Sales Jump 0.4% in October, Beating Expectations", "Macro / US — 1 hour ago | Sentiment: Bullish (+0.55)", null, "Read Story")
+n4 = ListItem("Crude Oil Drops on Demand Concerns and US Inventory Build", "Commodities — 2 hours ago | Sentiment: Bearish (-0.61)", null, "Read Story")
+calCard = Card([calHeader, calTable], "sunk", "column", "m")
+calHeader = CardHeader("Economic Releases This Week", "High-impact global macro event calendar")
+calTable = Table([calDay, calEvent, calCons, calPrev, calImpact])
+calDay = Col("Date / Time", ["Wed 08:30", "Wed 14:00", "Thu 08:30", "Thu 10:00", "Fri 09:45"])
+calEvent = Col("Event", ["US Core CPI (MoM)", "FOMC Meeting Minutes", "Initial Jobless Claims", "Existing Home Sales", "S&P Global Manufacturing PMI"])
+calCons = Col("Consensus", ["0.3%", "-", "221K", "3.95M", "50.2"])
+calPrev = Col("Previous", ["0.3%", "-", "217K", "3.84M", "50.5"])
+calImpact = Col("Impact", ["HIGH", "HIGH", "MEDIUM", "LOW", "MEDIUM"])
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Hedge Tech sector exposure")
+f2 = FollowUpItem("View detailed VaR stress test scenario")
+f3 = FollowUpItem("Generate morning risk summary PDF")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r1.txt
new file mode 100644
index 000000000..d679f3ef8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r1.txt
@@ -0,0 +1,111 @@
+root = Card([header, quickActions, topMetrics, mainTabs], "card", "column", "l")
+header = CardHeader("Apex Operations Center", "Real-Time Game Telemetry & Live-Ops Control")
+
+quickActions = Buttons([hotfixBtn, focusRegionBtn], "row")
+hotfixBtn = DialogBlock("Deploy Hotfix", "Emergency Hotfix Deployment", "Target live build versions and push rapid fixes to production edge servers.", hotfixForm, "destructive")
+focusRegionBtn = DialogBlock("Focus Region", "Server Region Isolation", "Filter operations panel and switch primary monitoring to a specific region.", regionFocusForm, "outline")
+
+hotfixForm = Form("hotfix-form", hotfixActions, [targetVersionField, hotfixPayloadField, forceRestartField])
+targetVersionField = FormControl("Target Build Version", targetVersionSelect, "Select the build to patch")
+targetVersionSelect = Select("version", [v241, v240, v239], "Select version")
+v241 = SelectItem("v2.4.1", "v2.4.1 (Current Stable)")
+v240 = SelectItem("v2.4.0", "v2.4.0 (Legacy)")
+v239 = SelectItem("v2.3.9", "v2.3.9 (LTS)")
+hotfixPayloadField = FormControl("Patch Description / Script", hotfixPayloadInput, "Include change ticket reference")
+hotfixPayloadInput = TextArea("payload", "Enter patch payload or quick script...", 4)
+forceRestartField = FormControl("Server Restart Strategy", forceRestartRadio)
+forceRestartRadio = RadioGroup("restart_strategy", [gracefulRestart, immediateRestart])
+gracefulRestart = RadioItem("Graceful Drain", "Wait for ongoing matches to complete", "graceful")
+immediateRestart = RadioItem("Immediate Force Restart", "Terminate active sessions immediately", "immediate")
+hotfixActions = Buttons([confirmHotfixBtn, cancelHotfixBtn], "row")
+confirmHotfixBtn = Button("Deploy Hotfix Now", null, "primary", "destructive")
+cancelHotfixBtn = Button("Cancel", null, "tertiary")
+
+regionFocusForm = Form("region-focus-form", regionFocusActions, [regionSelectField, alertsOnlyField])
+regionSelectField = FormControl("Primary Region", regionSelect)
+regionSelect = Select("region", [regNA, regEU, regASIA, regSA, regOCE], "Select target region")
+regNA = SelectItem("na-east", "North America East")
+regEU = SelectItem("eu-central", "Europe Central")
+regASIA = SelectItem("asia-east", "Asia East (Tokyo)")
+regSA = SelectItem("sa-east", "South America (São Paulo)")
+regOCE = SelectItem("oce-south", "Oceania (Sydney)")
+alertsOnlyField = FormControl("Filter Options", alertsOnlySwitch)
+alertsOnlySwitch = SwitchGroup("filter_opts", [alertsOnlyItem])
+alertsOnlyItem = SwitchItem("Isolate degraded servers only", "Filter out healthy infrastructure nodes", "degraded_only")
+regionFocusActions = Buttons([applyRegionBtn], "row")
+applyRegionBtn = Button("Apply Region Filter", null, "primary")
+
+topMetrics = Table([metricCol, valueCol, detailCol])
+metricCol = Col("Metric", ["Players Online Right Now", "Daily Active Players (DAP)", "Monthly Active Players (MAP)", "Revenue Today", "Average Revenue Per User (ARPU)", "Gold Currency Inflation"])
+valueCol = Col("Current Value", ["142,850", "1,240,500", "8,950,000", "$84,320", "$4.15 / mo", "+2.4% / wk"])
+detailCol = Col("Status / Target", ["Peak Hours (NA/EU)", "98% of daily target", "+12% YoY growth", "+6.4% vs last Tuesday", "ARPPU: $24.80", "Target: < 3.0%"])
+
+mainTabs = Tabs([tabOverview, tabLiveOps, tabTrust, tabPatchNotes])
+
+tabOverview = TabItem("overview", "Telemetry & Infrastructure", [overviewContent])
+overviewContent = Card([sessionHeading, sessionChart, infraHeading, serverTable, crashHeading, crashChart], "clear", "column", "m")
+
+sessionHeading = Heading("14-Day Average Session Length (Minutes)", "h3")
+sessionChart = LineChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [sessionSeries], "natural", "Timeline", "Minutes")
+sessionSeries = Series("Avg Session Duration", [42, 44, 41, 45, 52, 58, 56, 43, 46, 48, 50, 55, 61, 59])
+
+infraHeading = Heading("Server Region Health & Status", "h3")
+serverTable = Table([regionCol, statusCol, latencyCol, loadCol])
+regionCol = Col("Region", ["NA-East (N. Virginia)", "NA-West (Oregon)", "EU-Central (Frankfurt)", "Asia-East (Tokyo)", "SA-East (São Paulo)", "OCE-South (Sydney)"])
+statusCol = Col("Status", ["Operational", "Operational", "Degraded (High Load)", "Operational", "Operational", "Operational"])
+latencyCol = Col("Avg Ping", ["18ms", "24ms", "45ms", "32ms", "68ms", "54ms"])
+loadCol = Col("Capacity Load", ["78%", "62%", "94%", "81%", "45%", "39%"])
+
+crashHeading = Heading("Crash Rate by App Build Version", "h3")
+crashChart = BarChart(["v2.4.1 (Latest)", "v2.4.0", "v2.3.9", "v2.3.5 (Legacy)"], [crashSeries], "grouped", "App Version", "Crash %")
+crashSeries = Series("Crash Rate %", [0.12, 0.45, 0.18, 1.25])
+
+tabLiveOps = TabItem("liveops", "Economy & Events", [liveOpsContent])
+liveOpsContent = Card([economyHeading, itemsTable, eventsHeading, eventsList, experimentsHeading, expTable], "clear", "column", "m")
+
+economyHeading = Heading("Top-Selling Store Items (Today)", "h3")
+itemsTable = Table([itemNameCol, itemCategoryCol, unitsSoldCol, revenueItemCol])
+itemNameCol = Col("Item Name", ["Cyber Samurai Skin Bundle", "Battle Pass Season 8", "1,000 (+100 Extra) Gold Coins", "Shadow Blade Melee Cosmetic", "XP Boost (3-Day)"])
+itemCategoryCol = Col("Category", ["Character Bundle", "Progression Pass", "Currency Pack", "Weapon Cosmetic", "Consumable"])
+unitsSoldCol = Col("Units Sold", ["12,450", "9,820", "8,110", "5,430", "4,200"])
+revenueItemCol = Col("Gross Revenue", ["$249,000", "$98,200", "$81,100", "$54,300", "$12,600"])
+
+eventsHeading = Heading("Live & Upcoming In-Game Events", "h3")
+eventsList = ListBlock([event1, event2, event3])
+event1 = ListItem("Neon Nights Festival (Active)", "Ends in 3 days • +50% Bonus XP active across all game modes")
+event2 = ListItem("Boss Raid: Dragon's Lair (Active)", "Ends tomorrow • Exclusive legendary weapon drops enabled")
+event3 = ListItem("Winter Solstice Preview (Upcoming)", "Starts in 5 days • Holiday cosmetic shop refresh & snow map variant")
+
+experimentsHeading = Heading("Active A/B Experiments", "h3")
+expTable = Table([expNameCol, expVariantCol, expSampleCol, expImpactCol])
+expNameCol = Col("Experiment Name", ["Shop Layout Redesign v2", "Shop Layout Redesign v2", "Matchmaking Skill Weighting", "Matchmaking Skill Weighting"])
+expVariantCol = Col("Variant", ["Control (Original)", "Variant A (Grid View)", "Control (Tight Skill)", "Variant B (Faster Queue)"])
+expSampleCol = Col("Sample Size", ["50% Players", "50% Players", "30% Players", "70% Players"])
+expImpactCol = Col("Conversion / Retention Result", ["ARPU $3.90 (Baseline)", "ARPU $4.42 (+13.3%)", "Queue: 45s / D1 Ret: 62%", "Queue: 18s / D1 Ret: 67%"])
+
+tabTrust = TabItem("trust", "Moderation & Queue", [trustContent])
+trustContent = Card([modCallout, moderationTable], "clear", "column", "m")
+
+modCallout = TextCallout("warning", "Moderation Backlog Alert", "Player reports have surged +18% following the latest tournament update. Priority queue active.")
+moderationTable = Table([queueTypeCol, pendingCountCol, avgWaitCol, moderationActionCol])
+queueTypeCol = Col("Queue Category", ["Player Toxic Behavior Reports", "Ban Appeals Awaiting Review", "Cheating & Exploit Flags", "Economy Duping Reports"])
+pendingCountCol = Col("Pending Count", ["1,420", "348", "89", "12"])
+avgWaitCol = Col("Avg Resolution Time", ["4.2 hours", "14.5 hours", "1.1 hours", "30 minutes"])
+moderationActionCol = Col("Action Status", ["12 Moderators Active", "4 Escalations Pending", "Auto-Anti-Cheat Flagging", "Investigating"])
+
+tabPatchNotes = TabItem("patchnotes", "Patch Notes Editor", [patchNotesContent])
+patchNotesContent = Card([patchIntro, patchForm], "clear", "column", "m")
+
+patchIntro = CardHeader("Draft Public Patch Notes", "Prepare release notes for upcoming client deployment v2.4.2")
+patchForm = Form("patch-editor", patchButtons, [patchVersionField, patchTitleField, patchHighlightsField, patchDetailsField])
+patchVersionField = FormControl("Target Build Version", patchVersionInput)
+patchVersionInput = Input("patch_version", "v2.4.2-rc1")
+patchTitleField = FormControl("Release Headline", patchTitleInput)
+patchTitleInput = Input("patch_title", "Season 8 Mid-Chapter Balance Update & Bug Fixes")
+patchHighlightsField = FormControl("Key Highlights (Markdown Supported)", patchHighlightsArea)
+patchHighlightsArea = TextArea("patch_highlights", "* Balanced Cyber Samurai ultimate cooldown\n* Fixed server crash associated with item duplication\n* Improved Asia-East matchmaking latency", 4)
+patchDetailsField = FormControl("Detailed Bug Fixes & Patch Notes", patchDetailsArea)
+patchDetailsArea = TextArea("patch_details", "### Weapon Adjustments\n- Shadow Blade damage reduced by 5%\n\n### Bug Fixes\n- Resolved UI crash on inventory open\n- Addressed memory leak on long game sessions", 6)
+patchButtons = Buttons([saveDraftBtn, publishPatchBtn], "row")
+saveDraftBtn = Button("Save Draft", null, "secondary")
+publishPatchBtn = Button("Publish Patch Notes", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r2.txt
new file mode 100644
index 000000000..92e275851
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r2.txt
@@ -0,0 +1,121 @@
+root = Card([header, quickActions, topMetrics, mainTabs])
+
+header = CardHeader("Live-Ops Command Center", "Aetheria Online — Real-Time Game Operations")
+
+quickActions = Buttons([hotfixTrigger, regionFocusTrigger, draftPatchTrigger])
+hotfixTrigger = DialogBlock("Ship Emergency Hotfix", "Deploy Emergency Hotfix", "Deploy a critical patch directly to live production servers.", hotfixForm, "destructive")
+regionFocusTrigger = DialogBlock("Focus Region View", "Region Health & Traffic Focus", "Select a region to isolate telemetry and routing.", regionFocusForm, "outline")
+draftPatchTrigger = DialogBlock("Draft Patch Notes", "Draft Release Patch Notes", "Prepare and publish upcoming player-facing patch notes.", patchNotesForm, "secondary")
+
+hotfixForm = Form("hotfix-form", hotfixButtons, [hotfixVerField, hotfixTargetField, hotfixNotesField])
+hotfixVerField = FormControl("Target App Version", hotfixVerInput)
+hotfixVerInput = Input("hotfix_version", "v2.4.1-bf1")
+hotfixTargetField = FormControl("Target Region", hotfixTargetSelect)
+hotfixTargetSelect = Select("hotfix_region", [optAllReg, optUsEast, optEuWest, optAsiaEast], "Select target region")
+optAllReg = SelectItem("all", "All Regions (Global)")
+optUsEast = SelectItem("us-east", "US-East (N. Virginia)")
+optEuWest = SelectItem("eu-west", "EU-West (Frankfurt)")
+optAsiaEast = SelectItem("asia-east", "Asia-East (Tokyo)")
+hotfixNotesField = FormControl("Deployment Notes", hotfixNotesInput)
+hotfixNotesInput = TextArea("hotfix_notes", "Enter changelog or emergency fix summary...", 3)
+hotfixButtons = Buttons([deployHotfixBtn, cancelHotfixBtn])
+deployHotfixBtn = Button("Deploy to Production", null, "primary", "destructive")
+cancelHotfixBtn = Button("Cancel", null, "tertiary")
+
+regionFocusForm = Form("region-form", regionFocusButtons, [focusSelectField, focusModeField])
+focusSelectField = FormControl("Select Primary Region", focusSelect)
+focusSelect = Select("focus_region", [optUsEast, optEuWest, optAsiaEast, optSaEast], "Choose region to isolate")
+optSaEast = SelectItem("sa-east", "SA-East (São Paulo)")
+focusModeField = FormControl("Routing Mode", focusModeRadio)
+focusModeRadio = RadioGroup("focus_mode", [optNormalRoute, optReroute, optMaintenance])
+optNormalRoute = RadioItem("Normal Operations", "Standard traffic distribution", "normal")
+optReroute = RadioItem("Failover Reroute", "Redirect traffic to secondary region", "reroute")
+optMaintenance = RadioItem("Maintenance Mode", "Block new player connections", "maint")
+regionFocusButtons = Buttons([applyFocusBtn])
+applyFocusBtn = Button("Apply Region Settings", null, "primary")
+
+patchNotesForm = Form("patch-form", patchButtons, [patchTitleField, patchVerField, patchBodyField])
+patchTitleField = FormControl("Patch Title", patchTitleInput)
+patchTitleInput = Input("patch_title", "v2.5.0 - Season 4 Awakening")
+patchVerField = FormControl("Version Tag", patchVerInput)
+patchVerInput = Input("patch_ver", "v2.5.0")
+patchBodyField = FormControl("Patch Notes Content", patchBodyInput)
+patchBodyInput = TextArea("patch_body", "### New Features\n- Added Season 4 Battle Pass\n- Introduced Dragon's Lair Raid\n\n### Balance Changes...", 6)
+patchButtons = Buttons([publishPatchBtn, saveDraftBtn])
+publishPatchBtn = Button("Publish Patch Notes", null, "primary")
+saveDraftBtn = Button("Save Draft", null, "secondary")
+
+topMetrics = Table([metricCol, valCol, statusCol])
+metricCol = Col("Live Metric", ["Players Online Right Now", "Daily Active Players (DAP)", "Monthly Active Players (MAP)", "Revenue Today", "Average Revenue Per User (ARPU)"])
+valCol = Col("Current Value", ["142,890", "1.24M", "8.65M", "$184,320", "$4.15"])
+statusCol = Col("Status", ["Peak Hour (+12% vs avg)", "On Target", "+5% MoM", "+18% vs Target", "+$0.32 vs Last Week"])
+
+mainTabs = Tabs([tabOverview, tabMonetization, tabLiveOps, tabPlayerSupport])
+
+tabOverview = TabItem("overview", "Overview & Infrastructure", [overviewGrid])
+overviewGrid = Card([sessionHeader, sessionChart, infraSep, infraHeader, infraTable, crashHeader, crashChart], "clear", "column", "m")
+
+sessionHeader = CardHeader("Session Length Trend", "Average daily session duration in minutes (Past 14 Days)")
+sessionChart = LineChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [sessionSeries], "natural", "Days Ago", "Minutes")
+sessionSeries = Series("Avg Session Duration (Min)", [42, 44, 41, 45, 48, 56, 59, 43, 46, 44, 47, 52, 61, 58])
+
+infraSep = Separator("horizontal")
+infraHeader = CardHeader("Server Regions & Health", "Real-time cluster status, load, and ping metrics")
+infraTable = Table([regionCol, statusBadgeCol, loadCol, latencyCol, nodeCol])
+regionCol = Col("Region", ["US-East (N. Virginia)", "US-West (Oregon)", "EU-West (Frankfurt)", "Asia-East (Tokyo)", "SA-East (São Paulo)"])
+statusBadgeCol = Col("Health Status", ["HEALTHY", "HEALTHY", "DEGRADED", "HEALTHY", "HEALTHY"])
+loadCol = Col("Cluster Capacity", ["78%", "62%", "94%", "81%", "45%"])
+latencyCol = Col("Avg Ping", ["24ms", "31ms", "88ms", "42ms", "110ms"])
+nodeCol = Col("Active Game Servers", ["450 / 500", "300 / 400", "480 / 500", "400 / 450", "150 / 200"])
+
+crashHeader = CardHeader("Crash Rate by App Version", "Crashes per 1,000 sessions (Target < 0.5%)")
+crashChart = BarChart(["v2.3.9 (Legacy)", "v2.4.0 (Main)", "v2.4.1 (Latest)", "v2.5.0-beta"], [crashSeries], "grouped", "App Version", "Crash Rate (%)")
+crashSeries = Series("Crash Rate %", [0.82, 0.31, 0.14, 1.45])
+
+tabMonetization = TabItem("monetization", "Economy & Store", [econGrid])
+econGrid = Card([itemsHeader, itemsTable, econSep, inflHeader, inflCallout, inflChart], "clear", "column", "m")
+
+itemsHeader = CardHeader("Best-Selling Store Items", "Top 5 microtransactions by units sold today")
+itemsTable = Table([itemNameCol, itemCatCol, unitsCol, revCol])
+itemNameCol = Col("Item Name", ["Season 4 Battle Pass", "1,000 (+100) Dragon Gems", "Shadow Blade Cosmetic Skin", "XP Boost (7 Days)", "Starter Bundle"])
+itemCatCol = Col("Category", ["Battle Pass", "Currency Pack", "Character Skin", "Consumable", "Bundle"])
+unitsCol = Col("Units Sold Today", ["14,210", "9,850", "6,420", "4,110", "3,890"])
+revCol = Col("Gross Revenue", "$141,958", "$98,500", "$32,036", "$8,220", "$19,450")
+
+econSep = Separator("horizontal")
+inflHeader = CardHeader("In-Game Currency Inflation Rate", "Gold minting vs gold sink velocity ratio")
+inflCallout = TextCallout("warning", "Mild Inflation Detected", "Gold faucet output exceeded sinks by 4.2% over the last 48 hours due to the weekend double-loot event.")
+inflChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6"], [mintSeries, sinkSeries], "natural", "Timeline", "Gold (Millions)")
+mintSeries = Series("Gold Faucets (Minted)", [120, 135, 128, 142, 160, 175])
+sinkSeries = Series("Gold Sinks (Burned)", [115, 125, 126, 130, 145, 150])
+
+tabLiveOps = TabItem("liveops", "Events & Experiments", [liveOpsGrid])
+liveOpsGrid = Card([eventHeader, eventTable, expSep, expHeader, expTable], "clear", "column", "m")
+
+eventHeader = CardHeader("Live & Upcoming Events", "Active schedule and event performance")
+eventTable = Table([eventNameCol, eventStatusCol, eventTimeCol, eventPartCol])
+eventNameCol = Col("Event Name", ["Dragon Slayer Weekend", "Season 4 Countdown", "Summer PvP Tournament", "Guild War Season 8"])
+eventStatusCol = Col("State", ["ACTIVE (Running)", "ACTIVE (Running)", "UPCOMING", "UPCOMING"])
+eventTimeCol = Col("Schedule", ["Ends in 14h 22m", "Ends in 3d", "Starts in 5d", "Starts in 12d"])
+eventPartCol = Col("Participating DAU", ["64.2%", "88.1%", "N/A", "N/A"])
+
+expSep = Separator("horizontal")
+expHeader = CardHeader("Running A/B Experiments", "Live variant testing and statistical significance")
+expTable = Table([expNameCol, expVarCol, expMetricCol, expImpactCol, expSigCol])
+expNameCol = Col("Experiment Name", ["EXP-104: FTUE Tutorial Length", "EXP-104: FTUE Tutorial Length", "EXP-108: Store Layout V2", "EXP-108: Store Layout V2"])
+expVarCol = Col("Variant", ["Control (Original)", "Variant A (Streamlined)", "Control (Grid)", "Variant B (Featured Carousel)"])
+expMetricCol = Col("Primary Metric", ["D1 Retention", "D1 Retention", "Conversion Rate", "Conversion Rate"])
+expImpactCol = Col("Observed Value", ["41.2%", "46.8%", "3.4%", "4.9%"])
+expSigCol = Col("Confidence / Status", ["Base", "99.2% (Winner)", "Base", "96.5% (Winner)"])
+
+tabPlayerSupport = TabItem("support", "Player Support & Moderation", [supportGrid])
+supportGrid = Card([queueCallout, queueTable], "clear", "column", "m")
+
+queueCallout = Callout("neutral", "Moderation Queue Summary", "148 player reports and 32 ban appeals are currently pending agent review.")
+
+queueTable = Table([qTypeCol, pendingCol, avgWaitCol, SLACol, queueActionCol])
+qTypeCol = Col("Queue Category", ["Toxic Behavior & Harassment Reports", "Cheating & Exploiting Reports", "Economy / Trading Abuse Reports", "Account Ban Appeals", "Mute Appeals"])
+pendingCol = Col("Pending Count", ["84", "42", "22", "24", "8"])
+avgWaitCol = Col("Avg Wait Time", ["1h 12m", "45m", "3h 05m", "14h 20m", "5h 10m"])
+SLACol = Col("SLA Health", ["94.2%", "98.5%", "89.0%", "82.4%", "91.0%"])
+queueActionCol = Col("Moderation Action", ["Review Reports Queue", "Review Anti-Cheat Queue", "Review Economy Queue", "Review Ban Appeals Queue", "Review Mute Appeals Queue"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r3.txt
new file mode 100644
index 000000000..e1e83957a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r3.txt
@@ -0,0 +1,120 @@
+root = Card([header, quickActions, topAlerts, playerMetricsSection, ServerHealthSection, FinancialsSection, EventExpSection, OpsWorkflowSection, followUp])
+header = CardHeader("Live-Ops Command Center", "Real-Time Game Performance & Operations Dashboard")
+quickActions = Buttons([regionFocusBtn, hotfixBtn], "row")
+regionFocusBtn = DialogBlock("Focus Region Filter", "Select Active Region Filter", "Filter all telemetry and server health metrics by primary operational region.", regionForm, "secondary")
+hotfixBtn = DialogBlock("Ship Hotfix Deployment", "Emergency Hotfix Deployment Tool", "Draft, validate, and push critical emergency hotfixes to live servers.", hotfixForm, "destructive")
+regionForm = Form("region_filter_form", regionFormBtns, [regionField])
+regionField = FormControl("Target Operational Region", regionSelect, "Applies real-time focus to stats")
+regionSelect = Select("region", [regGlobal, regNA, regEU, regAPAC, regLATAM], "Select region...")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America (NA-EAST / NA-WEST)")
+regEU = SelectItem("eu", "Europe (EU-CENTRAL)")
+regAPAC = SelectItem("apac", "Asia-Pacific (APAC-SOUTH / APAC-NORTH)")
+regLATAM = SelectItem("latam", "Latin America (SA-EAST)")
+regionFormBtns = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply Region Focus", null, "primary")
+hotfixForm = Form("hotfix_deployment_form", hotfixFormBtns, [hotfixVerField, hotfixTargetField, hotfixNotesField])
+hotfixVerField = FormControl("Hotfix Version Tag", hotfixVerInput, "Must follow semver format (e.g. v2.4.1b)")
+hotfixVerInput = Input("hotfix_version", "v2.4.1b")
+hotfixTargetField = FormControl("Target Platform", hotfixTargetSelect)
+hotfixTargetSelect = Select("target_platform", [platAll, platPC, platConsole, platMobile], "Select platform")
+platAll = SelectItem("all", "All Platforms (Cross-play)")
+platPC = SelectItem("pc", "PC / Steam / Epic")
+platConsole = SelectItem("console", "Consoles (PS5 / Xbox)")
+platMobile = SelectItem("mobile", "Mobile (iOS / Android)")
+hotfixNotesField = FormControl("Hotfix Payload Description", hotfixNotesInput, "Briefly outline fixed exploit or crash cause")
+hotfixNotesInput = TextArea("hotfix_payload_desc", "Deploying critical fix for memory leak in Unreal Engine audio renderer.", 3)
+hotfixFormBtns = Buttons([deployHotfixBtn, cancelHotfixBtn])
+deployHotfixBtn = Button("Deploy Hotfix Immediate", null, "primary")
+cancelHotfixBtn = Button("Cancel", null, "tertiary")
+topAlerts = Callout("warning", "High Priority Live-Ops Notice", "Economy anomaly detected: Soft currency minting velocity +18% over baseline in patch v2.4.0.")
+playerMetricsSection = Card([playerHeader, playerKpiTable, playerTrendChart], "sunk", "column", "m")
+playerHeader = CardHeader("Player Activity & Retention", "Live concurrent users, daily/monthly active counts, and session engagement")
+playerKpiTable = Table([playerMetricCol, playerValueCol, playerChangeCol])
+playerMetricCol = Col("Metric", ["Players Online Right Now (CCU)", "Daily Active Users (DAU)", "Monthly Active Users (MAU)"])
+playerValueCol = Col("Current Count", [142850, 1250000, 8400000])
+playerChangeCol = Col("24h Change", ["+8.4% vs last week", "+3.1% vs average", "+12.5% YoY growth"])
+playerTrendChart = LineChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [sessionSeries], "natural", "Past 14 Days", "Avg Minutes")
+sessionSeries = Series("Avg Session Duration (Minutes)", [42, 44, 43, 41, 55, 62, 58, 45, 43, 44, 46, 59, 64, 61])
+ServerHealthSection = Card([serverHeader, serverHealthTable, crashChart], "sunk", "column", "m")
+serverHeader = CardHeader("Infrastructure & Stability Telemetry", "Server region health status, load distribution, and client crash statistics")
+serverHealthTable = Table([serverRegionCol, serverStatusCol, serverLoadCol, serverPingCol])
+serverRegionCol = Col("Server Region", ["North America (NA-East)", "North America (NA-West)", "Europe (EU-Central)", "Asia-Pacific (APAC-East)", "Latin America (SA-East)"])
+serverStatusCol = Col("Status Health", ["Healthy (99.99%)", "Healthy (99.98%)", "Degraded (98.40%)", "Healthy (100.0%)", "Healthy (99.95%)"])
+serverLoadCol = Col("Capacity Load", ["74% Capacity", "68% Capacity", "92% Capacity", "51% Capacity", "44% Capacity"])
+serverPingCol = Col("Avg Latency", ["24 ms", "38 ms", "45 ms", "112 ms", "85 ms"])
+crashChart = BarChart(["v2.3.9 (Legacy)", "v2.4.0 (Current)", "v2.4.1 (Beta Holdout)", "v2.4.1b (Hotfix Candidate)"], [crashSeries], "grouped", "App Client Version", "Crashes Per 1,000 Sessions")
+crashSeries = Series("Crash Rate", [1.2, 4.8, 2.1, 0.4])
+FinancialsSection = Card([finHeader, finTable, itemsTable, inflChart], "sunk", "column", "m")
+finHeader = CardHeader("Economy & Monetization", "Live revenue stats, ARPU, best-selling cosmetics, and soft currency inflation tracking")
+finTable = Table([finMetricCol, finValueCol, finTargetCol])
+finMetricCol = Col("Financial Metric", ["Gross Revenue Today", "Average Revenue Per User (ARPU)", "Average Revenue Per Paying User (ARPPU)"])
+finValueCol = Col("Real-Time Value", ["$184,920 USD", "$0.148 USD", "$18.42 USD"])
+finTargetCol = Col("Daily Target", ["$160,000 USD (115%)", "$0.130 USD (113%)", "$16.50 USD (111%)"])
+itemsTable = Table([itemNameCol, itemPriceCol, itemUnitsCol, itemRevCol])
+itemNameCol = Col("Best-Selling Microtransaction Item", ["Cyberpunk Dragon Armor Skin", "Battle Pass Season 8 Premium", "1,000 Platinum Gems Pack", "Void Walker Mount Effect", "Neon Blade Weapon Wrap"])
+itemPriceCol = Col("Price Point", ["2,400 Gems ($19.99)", "1,000 Gems ($9.99)", "$9.99 USD Direct", "1,200 Gems ($9.99)", "500 Gems ($4.99)"])
+itemUnitsCol = Col("Units Sold Today", [4210, 8940, 6120, 2350, 5410])
+itemRevCol = Col("Total Item Revenue", ["$84,157.90", "$89,310.60", "$61,138.80", "$23,476.50", "$26,995.90"])
+inflChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6"], [goldMintSeries, goldSinkSeries], "natural", "Timeline (Past 6 Weeks)", "Gold Currency (Millions)")
+goldMintSeries = Series("Gold Minted (Farming/Rewards)", [120, 135, 142, 168, 195, 210])
+goldSinkSeries = Series("Gold Sunk (Crafting/Tax)", [115, 122, 128, 130, 138, 140])
+EventExpSection = Card([expHeader, eventsAccordion, expTable], "sunk", "column", "m")
+expHeader = CardHeader("Live Events & Active Experiments", "Track current/upcoming timed game events and live A/B experiment variants")
+eventsAccordion = Accordion([eventItem1, eventItem2, eventItem3])
+eventItem1 = AccordionItem("event_1", "LIVE NOW: Frostfall Carnival (Ends in 3 days)", eventContent1)
+eventContent1 = [eventDesc1, eventBadge1]
+eventDesc1 = TextContent("Active worldwide seasonal event featuring exclusive winter reward tracks, double XP weekends, and festive map updates.", "default")
+eventBadge1 = Badge("Active - 94% Participation Rate", "default")
+eventItem2 = AccordionItem("event_2", "UPCOMING: Shadow Realm Raid Launch (Starts in 5 days)", eventContent2)
+eventContent2 = [eventDesc2, eventBadge2]
+eventDesc2 = TextContent("New end-game 10-player raid dungeon unlock. Pre-patch assets downloaded by 88% of client base.", "default")
+eventBadge2 = Badge("Scheduled - April 15, 00:00 UTC", "secondary")
+eventItem3 = AccordionItem("event_3", "UPCOMING: Mid-Season PvP Tournament (Starts in 12 days)", eventContent3)
+eventContent3 = [eventDesc3, eventBadge3]
+eventDesc3 = TextContent("Competitive arena ladder reset with qualifying rounds broadcasted in-game.", "default")
+eventBadge3 = Badge("Draft Stage", "outline")
+expTable = Table([expNameCol, expVariantCol, expMetricCol, expResultCol])
+expNameCol = Col("Experiment Name", ["EXP-802: Onboarding Quest Flow", "EXP-802: Onboarding Quest Flow", "EXP-814: Shop Layout Refresh", "EXP-814: Shop Layout Refresh"])
+expVariantCol = Col("Variant", ["Control (Original 5-Step)", "Variant A (Streamlined 3-Step)", "Control (Standard Grid)", "Variant B (Featured Banner Carousel)"])
+expMetricCol = Col("Primary Metric", ["D1 Retention", "D1 Retention", "Purchase Conversion Rate", "Purchase Conversion Rate"])
+expResultCol = Col("Live Impact / Confidence", ["41.2% Baseline", "48.6% (+7.4% lift, p<0.01)", "3.10% Baseline", "4.25% (+1.15% lift, p<0.005)"])
+OpsWorkflowSection = Card([opsHeader, opsTabs], "sunk", "column", "m")
+opsHeader = CardHeader("Operations, Safety & Release Management", "Process pending player safety reports, review ban appeals, and publish live update patch notes")
+opsTabs = Tabs([tabSafety, tabAppeals, tabPatchNotes])
+tabSafety = TabItem("safety_tab", "Player Reports Awaiting Review (42 Pending)", [safetyCallout, safetyTable])
+safetyCallout = Callout("neutral", "Moderation Queue", "42 reports requiring human review before 24-hour escalation SLA threshold.")
+safetyTable = Table([repIdCol, repTypeCol, repTargetCol, repTimeCol, repActionCol])
+repIdCol = Col("Report ID", ["#REP-9481", "#REP-9482", "#REP-9483", "#REP-9484"])
+repTypeCol = Col("Violation Type", ["Toxic In-Game Chat", "Movement Speed Exploit", "Offensive Guild Name", "Real Money Trading (RMT)"])
+repTargetCol = Col("Reported User", ["ShadowBlade99", "SpeedyGamer_x", "Guild: [NOOB_SMASH]", "GoldSeller_v8"])
+repTimeCol = Col("Pending Time", ["12 mins ago", "28 mins ago", "45 mins ago", "1 hour ago"])
+repActionCol = Col("Quick Review", ["Review Chat Logs", "Review Replay", "Review Guild Metadata", "Inspect Transaction Log"])
+tabAppeals = TabItem("appeals_tab", "Ban Appeals Awaiting Review (18 Pending)", [appealsCallout, appealsTable])
+appealsCallout = Callout("info", "Trust & Safety Appeals", "18 players appealing automatic anti-cheat bans. Mandatory footage review required.")
+appealsTable = Table([appIdCol, appUserCol, appReasonCol, appAntiCheatCol, appStatusCol])
+appIdCol = Col("Appeal ID", ["#APL-2041", "#APL-2042", "#APL-2043", "#APL-2044"])
+appUserCol = Col("Appealing User", ["VortexMaster", "SniperGod2024", "LunaStar", "PixelKnight"])
+appReasonCol = Col("Claimed Appeal Defense", ["False positive software hook", "Claiming account compromised", "Borrowing friend PC", "Hardware misidentification"])
+appAntiCheatCol = Col("AC Detection Code", ["Flag: Memory Injection #44", "Flag: Speed Hack #12", "Flag: Macro Automation", "Flag: Memory Injection #44"])
+appStatusCol = Col("Review State", ["Under Review", "Awaiting Video Log", "Pending Decision", "Under Review"])
+tabPatchNotes = TabItem("patch_notes_tab", "Draft & Publish Patch Notes", [patchForm])
+patchForm = Form("patch_notes_form", patchFormBtns, [patchVerField, patchTitleField, patchBodyField, patchCategoryField])
+patchVerField = FormControl("Target Release Version", patchVerInput)
+patchVerInput = Input("patch_version", "v2.4.1")
+patchTitleField = FormControl("Patch Release Headline", patchTitleInput)
+patchTitleInput = Input("patch_headline", "Version 2.4.1 Update: Balance Adjustments & Quality of Life")
+patchCategoryField = FormControl("Primary Category", patchCatSelect)
+patchCatSelect = Select("patch_category", [catMajor, catMinor, catHotfix], "Select category...")
+catMajor = SelectItem("major", "Major Seasonal Content Update")
+catMinor = SelectItem("minor", "Minor Balance & QoL Update")
+catHotfix = SelectItem("hotfix", "Emergency Hotfix & Stability Release")
+patchBodyField = FormControl("Patch Notes Content (Markdown Supported)", patchBodyInput, "Detailed breakdown of balance changes, bug fixes, and feature additions.")
+patchBodyInput = TextArea("patch_body", "### Highlights\n- **Weapon Balance**: Reduced Plasma Rifle damage by 6%.\n- **Economy**: Adjusted crafting gold cost for legendary items.\n- **Bug Fixes**: Resolved crash occurring during cross-play matchmaking transitions.", 8)
+patchFormBtns = Buttons([publishNotesBtn, saveDraftBtn])
+publishNotesBtn = Button("Publish Patch Notes to Live Launcher", null, "primary")
+saveDraftBtn = Button("Save Draft Only", null, "secondary")
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed crash telemetry logs for v2.4.0")
+f2 = FollowUpItem("Export gold inflation analysis report to CSV")
+f3 = FollowUpItem("Review high-priority toxic chat reports immediately")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r4.txt
new file mode 100644
index 000000000..b82f52519
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-game__r4.txt
@@ -0,0 +1,103 @@
+root = Card([header, quickActions, topMetrics, chartsRow1, chartsRow2, mainTabs, followUp])
+header = CardHeader("Apex Legends Live-Ops Command", "Real-time game performance, player analytics, and operational controls")
+
+quickActions = Buttons([hotfixBtn, regionSelectBtn, patchNotesBtn], "row")
+hotfixBtn = DialogBlock("Deploy Hotfix", "Emergency Hotfix Deployment", "Target active client builds with emergency patches", hotfixForm, "destructive")
+regionSelectBtn = DialogBlock("Focus Region", "Region Focus View", "Filter operational metrics and server status by geographic region", regionForm, "outline")
+patchNotesBtn = DrawerBlock("Draft Patch Notes", "Patch Notes Editor", "Draft, format, and preview patch notes for upcoming deployments", patchNotesForm)
+
+hotfixForm = Form("hotfix-form", hotfixButtons, [hotfixVersionField, hotfixTargetField, hotfixDescField])
+hotfixVersionField = FormControl("Hotfix Identifier", hotfixVersionInput, "e.g. v2.4.1b")
+hotfixVersionInput = Input("hotfix_version", "v2.4.1b")
+hotfixTargetField = FormControl("Target Region", hotfixTargetSelect)
+hotfixTargetSelect = Select("hotfix_target", [regionAll, regionNA, regionEU, regionASIA], "Select target region")
+hotfixDescField = FormControl("Changes & Fixes", hotfixDescText)
+hotfixDescText = TextArea("hotfix_desc", "Describe critical issue and fix applied...", 4)
+hotfixButtons = Buttons([submitHotfixBtn, cancelHotfixBtn])
+submitHotfixBtn = Button("Deploy to Live", null, "primary")
+cancelHotfixBtn = Button("Cancel", null, "tertiary")
+
+regionForm = Form("region-focus-form", regionButtons, [regionFocusField])
+regionFocusField = FormControl("Select Active Region Focus", regionFocusSelect)
+regionFocusSelect = Select("region_focus", [regionAll, regionNA, regionEU, regionASIA, regionSA, regionOCE], "All Regions (Global)")
+regionAll = SelectItem("ALL", "Global (All Regions)")
+regionNA = SelectItem("NA", "North America (us-east/us-west)")
+regionEU = SelectItem("EU", "Europe (eu-central)")
+regionASIA = SelectItem("ASIA", "Asia Pacific (ap-northeast)")
+regionSA = SelectItem("SA", "South America (sa-east)")
+regionOCE = SelectItem("OCE", "Oceania (ap-southeast)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply Region Focus", null, "primary")
+
+patchNotesForm = Form("patch-notes-form", patchButtons, [patchTitleField, patchVersionField, patchContentField])
+patchTitleField = FormControl("Release Title", patchTitleInput)
+patchTitleInput = Input("patch_title", "Season 12 Mid-Season Balance Patch")
+patchVersionField = FormControl("Target Game Build", patchVersionInput)
+patchVersionInput = Input("patch_version", "v2.5.0")
+patchContentField = FormControl("Patch Notes Content (Markdown supported)", patchContentText)
+patchContentText = TextArea("patch_content", "### Weapon Balance\n- R-301 Carbine: Reduced recoil by 5%\n- Peacekeeper: Increased pellet spread\n\n### Bug Fixes\n- Fixed audio dropouts in Storm Point", 10)
+patchButtons = Buttons([saveDraftBtn, publishPatchBtn])
+saveDraftBtn = Button("Save Draft", null, "secondary")
+publishPatchBtn = Button("Publish Patch Notes", null, "primary")
+
+topMetrics = Table([metricCol, valueCol, statusCol])
+metricCol = Col("Live Metric", ["Players Online Right Now", "Daily Active Players (DAP)", "Monthly Active Players (MAP)", "Revenue Today", "Average Revenue Per User (ARPU)", "Gold/Dollar Inflation Rate"])
+valueCol = Col("Current Value", ["142,850", "1.24M", "8.92M", "$84,320", "$4.18", "+1.2% (Target Range)"])
+statusCol = Col("Status", ["Peak Hour (+12%)", "On Target", "+3.4% YoY", "+8% vs Avg", "+$0.12 MoM", "Stable Economy"])
+
+chartsRow1 = SectionBlock([chartSection1, chartSection2])
+chartSection1 = SectionItem("session_len", "14-Day Average Session Length (Minutes)", sessionChart)
+chartSection2 = SectionItem("crash_rate", "Crash Rate by App Version (% of Sessions)", crashChart)
+
+sessionChart = LineChart(["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"], [sessionSeries], "natural", "Past 14 Days", "Avg Length (min)")
+sessionSeries = Series("Session Length", [38.2, 39.1, 37.5, 41.2, 44.8, 48.3, 46.1, 38.9, 39.5, 40.1, 42.4, 45.9, 49.2, 47.8])
+
+crashChart = BarChart(["v2.4.1 (Latest)", "v2.4.0", "v2.3.9", "v2.3.8 (Legacy)"], [crashSeries], "grouped", "Client Version", "Crash Rate (%)")
+crashSeries = Series("Crash Rate", [0.12, 0.45, 0.18, 1.25])
+
+chartsRow2 = SectionBlock([economySection, expSection])
+economySection = SectionItem("best_sellers", "Best-Selling In-Game Items Today", bestSellersTable)
+expSection = SectionItem("experiments", "Live A/B Experiment Results", experimentsTable)
+
+bestSellersTable = Table([itemCol, typeCol, unitsCol, revCol])
+itemCol = Col("Item Name", ["Cyber Samurai Bundle", "Battle Pass Tier Skip x5", "Dragon Slayer Vandal", "Neon City Gun Buddy", "Radiant Apex Pack x10"])
+typeCol = Col("Category", ["Bundle", "Consumable", "Weapon Skin", "Cosmetic", "Loot Box"])
+unitsCol = Col("Units Sold Today", ["4,210", "3,850", "3,120", "2,940", "2,410"])
+revCol = Col("Total Revenue", ["$29,470", "$19,250", "$15,600", "$5,880", "$12,050"])
+
+experimentsTable = Table([expNameCol, variantCol, metricResultCol, statusExpCol])
+expNameCol = Col("Experiment Name", ["EXP-104: Dynamic Daily Store", "EXP-104: Dynamic Daily Store", "EXP-109: Onboarding Tutorial v3", "EXP-109: Onboarding Tutorial v3"])
+variantCol = Col("Variant", ["Control (Static)", "Variant A (Personalized)", "Control (Classic Flow)", "Variant B (Interactive)"])
+metricResultCol = Col("D1 Conversion / Retention", ["4.2% Conv / $3.80 ARPU", "5.8% Conv / $4.45 ARPU (+17%)", "41.5% D1 Retention", "48.2% D1 Retention (+16%)"])
+statusExpCol = Col("Statistical Significance", ["Baseline", "99% Confident (Winner)", "Baseline", "96% Confident (Winning)"])
+
+mainTabs = Tabs([tabOps, tabModeration, tabEvents])
+
+tabOps = TabItem("ops", "Server Infrastructure", serverTable)
+serverTable = Table([regionCol, statusRegionCol, pingCol, capacityCol, loadCol])
+regionCol = Col("Server Region", ["North America East (N. Virginia)", "North America West (Oregon)", "Europe Central (Frankfurt)", "Asia Pacific (Tokyo)", "South America (São Paulo)", "Oceania (Sydney)"])
+statusRegionCol = Col("Health Status", ["Healthy", "Healthy", "Degraded Performance", "Healthy", "Healthy", "Maintenance"])
+pingCol = Col("Avg Latency", ["18 ms", "24 ms", "62 ms", "31 ms", "45 ms", "28 ms"])
+capacityCol = Col("Active Nodes", ["120 / 120", "96 / 100", "140 / 140", "110 / 110", "48 / 50", "32 / 40"])
+loadCol = Col("CPU Load", ["64%", "58%", "91% (High)", "72%", "41%", "12%"])
+
+tabModeration = TabItem("moderation", "Moderation & Queue", moderationCard)
+moderationCard = Card([modSummary, modDetailTable])
+modSummary = CardHeader("Moderation Queue Overview", "Pending player reports and ban appeals requiring live support review")
+modDetailTable = Table([queueTypeCol, countCol, avgWaitCol, priorityCol])
+queueTypeCol = Col("Queue Category", ["Player Toxicity / Harassment Reports", "Cheating & Exploits Reports", "Ban Appeals (Temporary Bans)", "Ban Appeals (Permanent Bans)"])
+countCol = Col("Awaiting Review", ["342 cases", "189 cases", "47 cases", "12 cases"])
+avgWaitCol = Col("Avg SLA Wait Time", ["1.4 hours", "0.8 hours", "4.2 hours", "12.5 hours"])
+priorityCol = Col("Priority Level", ["Medium", "High", "High", "Critical"])
+
+tabEvents = TabItem("events", "Live & Upcoming Events", eventsTable)
+eventsTable = Table([eventNameCol, statusEventCol, durationCol, impactCol])
+eventNameCol = Col("Event Name", ["Shadowfall Halloween Event", "Double XP Weekend", "Winter Royale Championship", "Cyberpunk Weapon Vault"])
+statusEventCol = Col("Current Status", ["LIVE NOW", "LIVE NOW", "Upcoming (In 3 Days)", "Upcoming (Next Week)"])
+durationCol = Col("Event Window", ["Oct 15 - Nov 02", "Oct 27 - Oct 30", "Nov 05 - Nov 12", "Nov 15 - Nov 30"])
+impactCol = Col("Projected CCU Impact", ["+25% CCU", "+15% CCU", "+40% CCU", "+10% Revenue"])
+
+followUp = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show server incident details for Europe Central")
+followUp2 = FollowUpItem("Export daily revenue and experiment telemetry")
+followUp3 = FollowUpItem("Review cheating reports queue")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..ad5b93301
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r1.txt
@@ -0,0 +1,95 @@
+root = Card([header, alertsCallout, kpiOverview, tabsSection, exportButtons, followUps], "card", "column", "l")
+
+header = CardHeader("Factory Floor Supervisor Console", "Plant 04 • Shift A • Live Telemetry & Control")
+
+alertsCallout = Callout("warning", "Live Andon Alerts (2 Active)", "Line 2 Assembly Robot E-Stop triggered at 09:14. Quality Hold initiated on Batch #8841-B.")
+
+kpiOverview = Table([kpiMetricCol, kpiValueCol, kpiStatusCol])
+kpiMetricCol = Col("Overview Metric", ["Overall Equipment Effectiveness (OEE)", "Today's Target Output", "Defect Rate (Past 30 Days)", "Energy Consumption (Today)", "Safety Record (YTD)"])
+kpiValueCol = Col("Current Value", ["84.2% (Target: >85%)", "14,250 / 18,000 units", "1.18% (Target: <1.5%)", "4,120 kWh ($535.60)", "2 Incidents"])
+kpiStatusCol = Col("Status / Detail", ["Near Target", "79.1% achieved", "Within Limit", "Nominal Load", "142 Days Since Last LTI"])
+
+tabsSection = Tabs([tabLines, tabQualityDowntime, tabInventoryMaintenance, tabScheduleForm])
+
+tabLines = TabItem("lines", "Line Status & Shift Output", [linesHeading, linesTable, shiftHeading, shiftChart])
+linesHeading = Heading("Production Line Status & Focus", "h3")
+linesTable = Table([lineCol, rateCol, statusCol, focusCol])
+lineCol = Col("Line Name", ["Line 1 - Stamping", "Line 2 - Assembly", "Line 3 - Packaging", "Line 4 - CNC Machining"])
+rateCol = Col("Output Rate", ["450 units/hr", "0 units/hr (E-Stop)", "620 units/hr", "310 units/hr"])
+statusCol = Col("Operational Status", ["OPERATIONAL", "ANDON HALT", "OPERATIONAL", "DEGRADED RATE"])
+focusCol = Col("Action", ["Select Focus", "Select Focus", "Select Focus", "Select Focus"], "action")
+
+shiftHeading = Heading("Shift Output Comparison", "h3")
+shiftChart = BarChart(["Shift A (Current)", "Shift B", "Shift C"], [shiftActualSeries, shiftTargetSeries], "grouped", "Shift", "Units Produced")
+shiftActualSeries = Series("Actual Output", [14250, 16800, 15100])
+shiftTargetSeries = Series("Target Output", [18000, 18000, 18000])
+
+tabQualityDowntime = TabItem("quality_downtime", "Quality, Defect & Downtime", [defectHeading, defectTrendChart, downtimeHeading, downtimeChart, qualityHoldHeading, holdTable])
+defectHeading = Heading("Defect Rate Trend (Past Month)", "h3")
+defectTrendChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [defectSeries], "natural", "Timeline", "% Defective")
+defectSeries = Series("Defect Rate %", [1.45, 1.32, 1.20, 1.18])
+
+downtimeHeading = Heading("Downtime Split by Cause (Hours)", "h3")
+downtimeChart = HorizontalBarChart(["Unplanned Component Failure", "Material Shortage", "Operator Inavailability", "Changeover Delay", "Sensor Recalibration"], [downtimeSeries], "grouped", "Hours Lost", "Downtime Category")
+downtimeSeries = Series("Hours Lost", [14.5, 8.2, 5.0, 4.1, 2.3])
+
+qualityHoldHeading = Heading("Batches on Quality Hold", "h3")
+holdTable = Table([batchIdCol, batchLineCol, batchReasonCol, batchQtyCol])
+batchIdCol = Col("Batch ID", ["#8841-B", "#8839-A"])
+batchLineCol = Col("Line", ["Line 2 Assembly", "Line 1 Stamping"])
+batchReasonCol = Col("Hold Reason", ["Dimensional Tolerance Out-of-Spec", "Surface Micro-Scratch Inspection"])
+batchQtyCol = Col("Quantity Held", ["450 units", "1,200 units"])
+
+tabInventoryMaintenance = TabItem("inventory_maint", "Inventory, Orders & Maintenance", [stockHeading, stockChart, deliveryHeading, deliveryTable, maintenanceHeading, maintTable, ordersHeading, ordersTable])
+stockHeading = Heading("Raw Material & Packaging Stock Levels", "h3")
+stockChart = SingleStackedBarChart(["Steel Sheet (Tons)", "Resin Pellets (kg)", "Packaging Corrugated (Units)"], [85, 62, 94])
+
+deliveryHeading = Heading("Supplier Deliveries Due This Week", "h3")
+deliveryTable = Table([supplierCol, materialCol, deliveryDateCol, delivStatusCol])
+supplierCol = Col("Supplier", ["Apex Steel Ltd", "PolyChem Global", "BoxKraft Packaging"])
+materialCol = Col("Material", ["Cold Rolled Steel Coils", "High-Density Polyethylene Resin", "Custom Outer Cartons"])
+deliveryDateCol = Col("Expected Date", ["Tomorrow, 08:00", "Thu Oct 24, 14:00", "Fri Oct 25, 10:30"])
+delivStatusCol = Col("Status", ["In Transit", "Confirmed", "Pending Customs"])
+
+maintenanceHeading = Heading("Machines Due for Maintenance", "h3")
+maintTable = Table([machineCol, maintDueCol, maintTypeCol, maintStatusCol])
+machineCol = Col("Machine ID / Name", ["CNC Machine #04", "Hydraulic Press #02", "Conveyor Motor #11"])
+maintDueCol = Col("Due Date", ["Overdue (2 Days)", "In 3 Days", "In 5 Days"])
+maintTypeCol = Col("Service Type", ["Spindle Alignment & Fluid Change", "Seal Replacement & Pressure Check", "Drive Belt Inspection"])
+maintStatusCol = Col("Priority", ["Critical", "High", "Routine"])
+
+ordersHeading = Heading("Open Work Orders", "h3")
+ordersTable = Table([woIdCol, woDescCol, woLineCol, woPriorityCol])
+woIdCol = Col("WO Number", ["WO-9042", "WO-9045", "WO-9048", "WO-9051"])
+woDescCol = Col("Task Description", ["Replace Sensor Node Line 2", "Recalibrate Stamp Press Hydraulics", "Inspect Cooling Fan Line 4", "Lubricate Assembly Rail"])
+woLineCol = Col("Target Equipment", ["Line 2 Assembly", "Line 1 Stamping", "Line 4 CNC", "Line 3 Packaging"])
+woPriorityCol = Col("Priority", ["P1 - High", "P2 - Medium", "P3 - Low", "P4 - Low"])
+
+tabScheduleForm = TabItem("schedule", "Schedule Maintenance", [scheduleHeading, maintForm])
+scheduleHeading = Heading("Schedule Maintenance Work Order", "h3")
+maintForm = Form("schedule_maint_form", formButtons, [machineControl, dateControl, notesControl])
+machineControl = FormControl("Select Machine", machineSelect)
+machineSelect = Select("machine_id", [mOpt1, mOpt2, mOpt3, mOpt4], "Choose machine...")
+mOpt1 = SelectItem("cnc_04", "CNC Machine #04 (Line 4)")
+mOpt2 = SelectItem("press_02", "Hydraulic Press #02 (Line 1)")
+mOpt3 = SelectItem("motor_11", "Conveyor Motor #11 (Line 3)")
+mOpt4 = SelectItem("robot_02", "Assembly Robot E-02 (Line 2)")
+
+dateControl = FormControl("Scheduled Maintenance Date", datePickerInput)
+datePickerInput = DatePicker("maint_date", "single")
+
+notesControl = FormControl("Maintenance Instructions / Scope", notesArea, "Provide details for the technician")
+notesArea = TextArea("maint_notes", "Enter details regarding required parts or procedures...", 3)
+
+formButtons = Buttons([btnSubmitMaint, btnCancelMaint])
+btnSubmitMaint = Button("Schedule Maintenance Work Order", null, "primary")
+btnCancelMaint = Button("Clear Form", null, "tertiary")
+
+exportButtons = Buttons([exportShiftReportBtn, exportLogsBtn])
+exportShiftReportBtn = Button("Export Shift Report (PDF)", null, "primary")
+exportLogsBtn = Button("Export Telemetry Data (CSV)", null, "secondary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Focus on Line 2 Assembly details")
+fu2 = FollowUpItem("Acknowledge active Andon alerts")
+fu3 = FollowUpItem("View expanded safety incident history")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..4743e0d8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r2.txt
@@ -0,0 +1,120 @@
+root = Card([header, liveAndon, kpiSection, focusLine, mainTabs, maintenanceModal, followUps])
+
+header = CardHeader("Factory Floor Operations Console", "Line 1-4 Operations • Real-time Monitoring & Control")
+
+liveAndon = Callout("warning", "Live Andon Alert: Line 2 - Packaging Conveyor Jam", "Maintenance dispatched 4 mins ago. Expected clearance in 10 mins. Impact: Moderate.")
+
+kpiSection = SectionBlock([oeeSec, outputSec, safetySec, energySec], false)
+
+oeeSec = SectionItem("oee", "1. Overall Equipment Effectiveness (OEE) - 84.2%", [oeeCard])
+oeeCard = Card([oeeProgress, oeeDetails], "sunk", "column", "s")
+oeeProgress = Progress(84, "Target: 85.0% | Current Shift Average")
+oeeDetails = TagBlock(["Availability: 91.2%", "Performance: 94.5%", "Quality: 97.6%"])
+
+outputSec = SectionItem("output", "2. Today's Output Target - 8,450 / 10,000 units", [outputProgress, outputText])
+outputProgress = Progress(85, "Daily Target Completion (84.5%)")
+outputText = TextContent("Current Rate: **420 units/hr** | Remaining: **1,550 units** (Est. completion in 3.7 hrs)")
+
+safetySec = SectionItem("safety", "10. Safety Metrics - 142 Days Since Last Incident", [safetyTags])
+safetyTags = TagBlock(["YTD Safety Incidents: 1", "Days Since Last Incident: 142", "Target: 365 Days", "Status: Green"])
+
+energySec = SectionItem("energy", "12. Live Energy Consumption - 1,240 kWh", [energyProgress, energyBreakdown])
+energyProgress = Progress(62, "62% of Peak Demand Limit (2,000 kWh)")
+energyBreakdown = TagBlock(["Line 1: 410 kWh", "Line 2: 380 kWh", "Line 3: 290 kWh", "HVAC & Facilities: 160 kWh"])
+
+focusLine = SectionBlock([focusSectionItem], true)
+focusSectionItem = SectionItem("focus", "15. Line Focus / Deep-Dive Selector", [focusForm])
+focusForm = Form("focusLineForm", focusButtons, [focusControl])
+focusControl = FormControl("Select Production Line to Isolate", focusSelect)
+focusSelect = Select("focused_line", [optAll, optL1, optL2, optL3, optL4], "All Lines (Overview)")
+optAll = SelectItem("all", "All Lines (Overview)")
+optL1 = SelectItem("line1", "Line 1 - Stamping & Welding")
+optL2 = SelectItem("line2", "Line 2 - High-Speed Assembly")
+optL3 = SelectItem("line3", "Line 3 - Automated Painting")
+optL4 = SelectItem("line4", "Line 4 - Final Inspection & Packaging")
+focusButtons = Buttons([applyFocusBtn])
+applyFocusBtn = Button("Focus View", null, "secondary")
+
+mainTabs = Tabs([tabLines, tabQuality, tabDowntime, tabWorkOrders, tabLogistics])
+
+tabLines = TabItem("lines", "Lines & Shift Output", [lineStatusTitle, lineTable, shiftChartTitle, shiftChart])
+lineStatusTitle = Heading("3. Production Lines Real-Time Status", "h3")
+lineTable = Table([lineCol, rateCol, targetCol, statusCol])
+lineCol = Col("Line Name", ["Line 1 (Stamping)", "Line 2 (Assembly)", "Line 3 (Painting)", "Line 4 (Packaging)"])
+rateCol = Col("Current Rate", ["140 units/hr", "0 units/hr (JAM)", "180 units/hr", "100 units/hr"])
+targetCol = Col("Shift Target", ["1,000 units", "1,200 units", "1,500 units", "1,000 units"])
+statusCol = Col("Status", ["RUNNING", "STOPPED - ANDON", "RUNNING", "RUNNING - DEGRADED"])
+
+shiftChartTitle = Heading("9. Shift Output Comparison", "h3")
+shiftChart = BarChart(["Shift A (Morning)", "Shift B (Afternoon)", "Shift C (Night)"], [shiftTargetSeries, shiftActualSeries], "grouped", "Shift", "Units Produced")
+shiftTargetSeries = Series("Target", [3200, 3200, 3200])
+shiftActualSeries = Series("Actual", [3350, 3120, 1980])
+
+tabQuality = TabItem("quality", "Quality & Defects", [defectChartTitle, defectChart, holdTitle, holdTable])
+defectChartTitle = Heading("4. Defect Rate Trend (Past 30 Days)", "h3")
+defectChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [defectSeries], "natural", "Timeline", "Defect Rate (%)")
+defectSeries = Series("Defect Rate %", [2.8, 2.4, 2.1, 1.8])
+
+holdTitle = Heading("11. Batches Currently on Quality Hold", "h3")
+holdTable = Table([batchCol, productCol, reasonCol, holdTimeCol])
+batchCol = Col("Batch ID", ["#BAT-8802", "#BAT-8819", "#BAT-8840"])
+productCol = Col("Product", ["Steel Bracket A", "Resin Housing B", "Packaged Kit C"])
+reasonCol = Col("Hold Reason", ["Dimensional Tolerance (+0.05mm)", "Surface Finish Scratch", "Barcode Label Unscannable"])
+holdTimeCol = Col("Time on Hold", ["4 hrs 12 mins", "1 hr 45 mins", "0 hrs 25 mins"])
+
+tabDowntime = TabItem("downtime", "Downtime & Maintenance", [downtimeTitle, downtimeChart, maintTitle, maintList])
+downtimeTitle = Heading("5. Downtime Breakdown by Cause (Hours This Month)", "h3")
+downtimeChart = PieChart(["Mechanical Breakdown", "Material Shortage", "Operator Error", "Changeover Delay", "Planned Maint."], [18.5, 8.2, 4.0, 12.3, 24.0], "donut")
+
+maintTitle = Heading("6. Machines Due for Scheduled Maintenance", "h3")
+maintList = ListBlock([maint1, maint2, maint3])
+maint1 = ListItem("CNC Stamping Press #3", "Due in 2 days (450 operating hrs since last overhaul)", null, "High Priority")
+maint2 = ListItem("Robotic Paint Arm #2", "Overdue by 12 hours (Filter replacement required)", null, "Critical")
+maint3 = ListItem("Box Strapping Unit #1", "Due in 5 days (Routine lubrication & calibration)", null, "Normal")
+
+tabWorkOrders = TabItem("workorders", "13. Open Work Orders", [woTable])
+woTable = Table([woIdCol, woMachineCol, woDescCol, woPriorityCol, woAssignedCol])
+woIdCol = Col("WO #", ["WO-4011", "WO-4015", "WO-4018", "WO-4022"])
+woMachineCol = Col("Machine", ["Line 2 Packaging Conveyor", "Robotic Paint Arm #2", "Hydraulic Pump B", "Line 1 Feeder Motor"])
+woDescCol = Col("Issue Description", ["Sensor misaligned causing belt jam", "Paint flow nozzle pressure dip", "Fluid leak on primary seal", "Bearing noise on main drive"])
+woPriorityCol = Col("Priority", ["HIGH", "CRITICAL", "MEDIUM", "LOW"])
+woAssignedCol = Col("Assigned Tech", ["M. Jenkins", "J. Rivera", "Unassigned", "R. Vance"])
+
+tabLogistics = TabItem("logistics", "Stock & Suppliers", [stockTitle, stockTable, deliveryTitle, deliveryTable])
+stockTitle = Heading("7. Raw Material Stock Level Status", "h3")
+stockTable = Table([matCol, qtyCol, unitCol, stockStatusCol])
+matCol = Col("Material", ["Steel Sheet (Grade A)", "Polypropylene Resin", "Corrugated Cardboard Packaging"])
+qtyCol = Col("Current Quantity", [48.5, 12.2, 850])
+unitCol = Col("Unit", ["Tons", "Tons", "Pallets"])
+stockStatusCol = Col("Status", ["Sufficient (12 days)", "LOW - Reorder Triggered", "Sufficient (8 days)"])
+
+deliveryTitle = Heading("8. Supplier Deliveries Due This Week", "h3")
+deliveryTable = Table([delivSupplierCol, delivItemCol, delivEtaCol, delivStatusCol])
+delivSupplierCol = Col("Supplier", ["Apex Steel Ltd", "Polymer Corp Global", "BoxCraft Packaging"])
+delivItemCol = Col("Item", ["Cold Rolled Steel Coils", "Resin Pellets Grade B", "Custom Shipping Boxes"])
+delivEtaCol = Col("ETA", ["Tomorrow, 08:00 AM", "Thu, 02:00 PM", "Fri, 10:00 AM"])
+delivStatusCol = Col("Delivery Status", ["In Transit", "Confirmed", "Pending Dispatch"])
+
+maintenanceModal = Card([modalDialog, exportBtnGroup], "clear", "row", "m")
+modalDialog = DialogBlock("14. Schedule Maintenance", "Schedule Maintenance Task", "Submit a new preventive or corrective maintenance order.", modalForm, "outline")
+modalForm = Form("schedMaintForm", modalButtons, [maintMachineControl, maintDateControl, maintNotesControl])
+maintMachineControl = FormControl("Target Machine", maintMachineSelect)
+maintMachineSelect = Select("maint_target", [mOpt1, mOpt2, mOpt3, mOpt4], "Select machine...")
+mOpt1 = SelectItem("cnc_press_3", "CNC Stamping Press #3")
+mOpt2 = SelectItem("paint_arm_2", "Robotic Paint Arm #2")
+mOpt3 = SelectItem("pack_conveyor_2", "Line 2 Packaging Conveyor")
+mOpt4 = SelectItem("strap_unit_1", "Box Strapping Unit #1")
+maintDateControl = FormControl("Scheduled Date", maintDatePicker)
+maintDatePicker = DatePicker("maint_date", "single")
+maintNotesControl = FormControl("Maintenance Scope & Instructions", maintNotesInput)
+maintNotesInput = TextArea("maint_notes", "Describe required work, parts, and safety lockout requirements...")
+modalButtons = Buttons([submitMaintBtn])
+submitMaintBtn = Button("Confirm Schedule", null, "primary")
+
+exportBtnGroup = Buttons([exportReportBtn])
+exportReportBtn = Button("17. Export Shift Report (PDF/CSV)", null, "primary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Acknowledge Line 2 Andon alert and notify technician")
+f2 = FollowUpItem("Export detailed daily productivity report as CSV")
+f3 = FollowUpItem("View low stock reorder details for Polypropylene Resin")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..1a73d7d98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r3.txt
@@ -0,0 +1,101 @@
+root = Card([header, liveAndon, kpiGrid, lineFocusAccordion, analyticsTabs, opsTabs, scheduleMaintenanceForm, exportActions, followUps], "card", "column", "l")
+
+header = CardHeader("Factory Floor Supervisor Console", "Plant 4 - Shift A (06:00 - 14:00) • Live Telemetry & Control")
+
+liveAndon = Callout("warning", "Live Andon Alerts (2 Active)", "Line 3 - Packaging: Labeler jam (Severity: Medium) | Line 1 - Stamping: High motor temperature warning (Severity: Low)")
+
+kpiGrid = Table([kpiMetric, kpiValue, kpiTarget, kpiStatus])
+kpiMetric = Col("Key Indicator", ["Overall Equipment Effectiveness (OEE)", "Today's Output (Units)", "Defect Rate (30 Days)", "Energy Consumption (Today)", "Safety Record"])
+kpiValue = Col("Current Value", ["84.2%", "14,280 units", "1.18%", "4,820 kWh", "142 Days Incident-Free"])
+kpiTarget = Col("Target / Metric", ["85.0%", "16,000 units", "< 1.50%", "5,200 kWh limit", "1 Incident YTD (0 Lost Time)"])
+kpiStatus = Col("Status", ["Optimal", "89% of Target", "In Control", "Normal", "Active Streak"])
+
+lineFocusAccordion = SectionBlock([lineSection], true)
+lineSection = SectionItem("line-details", "15. Line Focus & Status Details (Click to Expand)", [lineTable])
+lineTable = Table([lineName, lineStatus, lineRate, lineTargetRate, lineOEE])
+lineName = Col("Production Line", ["Line 1 - Stamping", "Line 2 - Assembly", "Line 3 - Packaging", "Line 4 - CNC Machining"])
+lineStatus = Col("Operational Status", ["Running", "Running", "Warning (Jam)", "Running"])
+lineRate = Col("Current Rate", ["450 units/hr", "620 units/hr", "310 units/hr", "280 units/hr"])
+lineTargetRate = Col("Target Rate", ["480 units/hr", "600 units/hr", "400 units/hr", "300 units/hr"])
+lineOEE = Col("Line OEE", ["86.4%", "88.1%", "72.5%", "89.8%"])
+
+analyticsTabs = Tabs([trendTab, downtimeTab, shiftTab])
+
+trendTab = TabItem("trends", "4. Defect Rate Trend", [defectChart])
+defectChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [defectSeries], "natural", "Past Month", "% Defective")
+defectSeries = Series("Defect Rate (%)", [1.45, 1.32, 1.20, 1.18])
+
+downtimeTab = TabItem("downtime", "5. Downtime Split", [downtimeChart])
+downtimeChart = PieChart(["Mechanical Faults", "Material Shortage", "Operator Delay", "Tooling Changeover", "Scheduled PM"], [42, 22, 15, 12, 9], "donut")
+
+shiftTab = TabItem("shifts", "9. Shift Output Comparison", [shiftChart])
+shiftChart = BarChart(["Shift A (Morning)", "Shift B (Afternoon)", "Shift C (Night)"], [shiftTargetSeries, shiftActualSeries], "grouped", "Shift", "Units")
+shiftTargetSeries = Series("Target Units", [16000, 16000, 14000])
+shiftActualSeries = Series("Actual Output", [14280, 15800, 13900])
+
+opsTabs = Tabs([invMaintTab, ordersQualityTab])
+
+invMaintTab = TabItem("inv-maint", "Inventory & Maintenance Status", [invHeading, stockTable, sep1, maintHeading, maintTable])
+invHeading = Heading("7. Raw Materials Stock & 8. Deliveries Due", "h4")
+stockTable = Table([matName, stockQty, reorderLevel, nextDelivery])
+matName = Col("Material / Item", ["Steel Coils (CR4)", "Polypropylene Resin", "Corrugated Packaging", "Supplier Delivery: Apex Steel", "Supplier Delivery: Polymer Corp"])
+stockQty = Col("Current Level / Status", ["142.5 Tons", "18.4 Tons", "4,200 Pallets", "12 Tons (En Route)", "5 Tons (Confirmed)"])
+reorderLevel = Col("Reorder Level / Due Date", ["50.0 Tons", "10.0 Tons", "1,500 Pallets", "Due Tomorrow, 08:00", "Due Thursday, 14:00"])
+nextDelivery = Col("Supplier / Note", ["Apex Steel Inc.", "Polymer Corp", "PacPro Solutions", "PO #89421", "PO #89455"])
+
+sep1 = Separator("horizontal")
+
+maintHeading = Heading("6. Machines Due for Maintenance", "h4")
+maintTable = Table([machName, machMaintDue, machType, machPriority])
+machName = Col("Machine ID", ["CNC Milling Station 02", "Hydraulic Press 01", "Robotic Arm Arm-04", "Conveyor Belt Line 3"])
+machMaintDue = Col("Maintenance Due", ["Overdue by 2 days", "Due Today", "Due in 3 days", "Due in 5 days"])
+machType = Col("Service Type", ["Spindle Calibration", "Hydraulic Fluid & Filter", "Joint Lubrication", "Belt Tension Check"])
+machPriority = Col("Priority", ["High", "Medium", "Low", "Medium"])
+
+ordersQualityTab = TabItem("orders-quality", "Work Orders & Quality Holds", [woHeading, woTable, sep2, holdHeading, holdTable])
+woHeading = Heading("13. Open Work Orders", "h4")
+woTable = Table([woId, woDesc, woLine, woPriority, woStatus])
+woId = Col("Work Order", ["WO-4401", "WO-4405", "WO-4408", "WO-4412"])
+woDesc = Col("Task Description", ["Replace heating element", "Clear jam & calibrate sensor", "Repair guard switch", "Motor bearing inspection"])
+woLine = Col("Location", ["Line 2", "Line 3", "Line 1", "Line 4"])
+woPriority = Col("Priority", ["Critical", "High", "Medium", "Low"])
+woStatus = Col("Status", ["In Progress", "Pending", "Open", "Scheduled"])
+
+sep2 = Separator("horizontal")
+
+holdHeading = Heading("11. Batches on Quality Hold", "h4")
+holdTable = Table([batchId, batchProd, holdReason, holdQty, quarantineZone])
+batchId = Col("Batch ID", ["BAT-2024-089", "BAT-2024-094", "BAT-2024-098"])
+batchProd = Col("Product", ["Bracket Sub-Assembly", "Resin Casing Type B", "Stamped Plate A"])
+holdReason = Col("Hold Reason", ["Dimensional Tolerance Out", "Surface Blemish Detected", "Pending Tensile Test"])
+holdQty = Col("Quantity", ["450 units", "1,200 units", "800 units"])
+quarantineZone = Col("Quarantine Location", ["Hold Bay A-1", "Hold Bay B-3", "Hold Bay A-2"])
+
+scheduleMaintenanceForm = Form("schedule-maint", scheduleButtons, [maintLineField, maintMachineField, maintDateField, maintNotesField])
+maintLineField = FormControl("14. Schedule Maintenance - Select Line", lineSelect)
+lineSelect = Select("maint_line", [selL1, selL2, selL3, selL4], "Select production line")
+selL1 = SelectItem("line1", "Line 1 - Stamping")
+selL2 = SelectItem("line2", "Line 2 - Assembly")
+selL3 = SelectItem("line3", "Line 3 - Packaging")
+selL4 = SelectItem("line4", "Line 4 - CNC Machining")
+
+maintMachineField = FormControl("Machine Name / ID", machineInput)
+machineInput = Input("machine_id", "e.g., CNC Milling Station 02")
+
+maintDateField = FormControl("Scheduled Date", maintDatePicker)
+maintDatePicker = DatePicker("maint_date", "single")
+
+maintNotesField = FormControl("Work Instructions / Notes", maintNotes)
+maintNotes = TextArea("maint_notes", "Enter details for the maintenance team...", 2)
+
+scheduleButtons = Buttons([scheduleSubmitBtn])
+scheduleSubmitBtn = Button("Schedule Maintenance Work Order", null, "primary")
+
+exportActions = Buttons([exportShiftReportBtn, refreshDataBtn], "row")
+exportShiftReportBtn = Button("17. Export Shift Summary Report (PDF/CSV)", null, "primary")
+refreshDataBtn = Button("Refresh Live Telemetry", null, "secondary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Acknowledge Line 3 Packaging Andon Alert")
+f2 = FollowUpItem("View detailed safety incident log for this year")
+f3 = FollowUpItem("Generate inventory requisition for packaging supplies")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..f52c3bade
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-plant__r4.txt
@@ -0,0 +1,149 @@
+root = Card([header, liveAlerts, safetyBlock, topKpis, mainGrid, maintenanceForm, shiftExportBlock, followUps])
+
+header = CardHeader("Factory Floor Supervisor Console", "Plant 4 - Shift A (Day) | Operations & Monitoring")
+
+liveAlerts = Callout("warning", "Live Andon Alerts (2 Active)", "Line 2 Assembly: Torque tool calibration required | Packaging Bay B: Wrapper jam detected")
+
+safetyBlock = Card([safetyHeader, safetyBadges], "sunk", "row", "m", "center", "between")
+safetyHeader = CardHeader("Safety Metrics (2024)", "OSHA Compliance & Incident Tracking")
+safetyBadges = Card([daysBadge, incidentsBadge], "clear", "row", "s")
+daysBadge = Badge("142 Days Since Last Incident", "default")
+incidentsBadge = Badge("1 Incident Year-to-Date", "outline")
+
+topKpis = Card([oeeCard, unitsCard, defectCard, energyCard], "clear", "row", "m")
+
+oeeCard = Card([oeeTitle, oeeVal, oeeProg], "sunk", "column", "xs")
+oeeTitle = Heading("Overall Equipment Effectiveness", "h4")
+oeeVal = TextContent("84.2%", "large-heavy")
+oeeProg = Progress(84, "Target: 85.0%")
+
+unitsCard = Card([unitsTitle, unitsVal, unitsProg], "sunk", "column", "xs")
+unitsTitle = Heading("Today's Production", "h4")
+unitsVal = TextContent("12,450 / 14,000", "large-heavy")
+unitsProg = Progress(89, "88.9% of Daily Target")
+
+defectCard = Card([defectTitle, defectVal, defectBadg], "sunk", "column", "xs")
+defectTitle = Heading("30-Day Defect Rate", "h4")
+defectVal = TextContent("1.24%", "large-heavy")
+defectBadg = Badge("-0.15% vs Last Month", "secondary")
+
+energyCard = Card([energyTitle, energyVal, energyProg], "sunk", "column", "xs")
+energyTitle = Heading("Today's Energy Use", "h4")
+energyVal = TextContent("18.4 MWh", "large-heavy")
+energyProg = Progress(73, "73% of Daily Peak Limit")
+
+mainGrid = Tabs([lineTab, outputTab, downtimeTab, maintenanceTab, inventoryTab, qualityTab, workOrdersTab])
+
+lineTab = TabItem("lines", "Line Status", [lineControls, lineTable])
+lineControls = Card([lineFocusDrawer], "clear", "row", "m", "center", "end")
+lineFocusDrawer = DrawerBlock("Focus on Single Line", "Line Detail & Live Feeds", "In-depth telemetry and telemetry breakdown for chosen production unit.", lineDetailCard)
+lineDetailCard = Card([lineDetailHeader, lineDetailText, lineDetailStats], "card", "column", "m")
+lineDetailHeader = CardHeader("Line 1 - Stamping & Press", "Status: Operational (94% Efficiency)")
+lineDetailText = TextContent("Current Order: WO-9042 (Automotive Trim Panels). Operating at 450 units/hr. Next maintenance window scheduled in 48 hours.")
+lineDetailStats = Table([lCol1, lCol2])
+lCol1 = Col("Parameter", ["Temperature", "Vibration", "Hydraulic Pressure", "Cycle Time"])
+lCol2 = Col("Current Value", ["68°C (Normal)", "1.2 mm/s (Normal)", "210 bar (Optimal)", "8.0 sec"])
+
+lineTable = Table([lineCol, statusCol, rateCol, oeeCol, targetCol])
+lineCol = Col("Production Line", ["Line 1 - Stamping", "Line 2 - Assembly", "Line 3 - CNC Machining", "Line 4 - Packaging", "Line 5 - Coating"])
+statusCol = Col("Status", ["RUNNING", "WARNING", "RUNNING", "STOPPED", "RUNNING"])
+rateCol = Col("Current Rate", ["450 u/hr", "310 u/hr", "180 u/hr", "0 u/hr", "520 u/hr"])
+oeeCol = Col("Line OEE", ["88%", "76%", "91%", "0%", "85%"])
+targetCol = Col("Target Rate", ["460 u/hr", "350 u/hr", "185 u/hr", "600 u/hr", "500 u/hr"])
+
+outputTab = TabItem("output", "Shift Comparison", [shiftChartHeader, shiftChart])
+shiftChartHeader = CardHeader("Output Comparison Across Shifts", "Units produced over current 24-hour cycle")
+shiftChart = BarChart(["Shift A (Day)", "Shift B (Evening)", "Shift C (Night)"], [seriesPlan, seriesActual], "grouped", "Shift", "Units Produced")
+seriesPlan = Series("Target Units", [14000, 13500, 11000])
+seriesActual = Series("Actual Units", [12450, 13100, 10800])
+
+downtimeTab = TabItem("downtime", "Downtime & Defects", [downtimeHeader, downtimeChart, defectTrendHeader, defectTrendChart])
+downtimeHeader = CardHeader("Downtime Split by Cause (Hours)", "Past 30 Days Cumulative")
+downtimeChart = HorizontalBarChart(["Mechanical Failure", "Material Shortage", "Operator Error", "Tooling Change", "Unplanned Maint."], [dtSeries], "grouped", "Hours Lost", "Cause")
+dtSeries = Series("Hours", [42, 28, 19, 14, 9])
+defectTrendHeader = CardHeader("30-Day Defect Rate Trend", "Percentage of total production rejected")
+defectTrendChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [defectSeries], "natural", "Week", "Defect Rate (%)")
+defectSeries = Series("Defect Rate %", [1.45, 1.38, 1.29, 1.24])
+
+maintenanceTab = TabItem("maintenance", "Upcoming Maintenance", [maintHeader, maintTable])
+maintHeader = CardHeader("Machines Due for Maintenance", "Scheduled over the next 14 days")
+maintTable = Table([mMachine, mLine, mDueDate, mType, mStatus])
+mMachine = Col("Machine / Equipment", ["Hydraulic Press #3", "Robotic Welder B", "CNC Lathe #1", "Conveyor Motor 4A", "Anodizing Tank 2"])
+mLine = Col("Location", ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"])
+mDueDate = Col("Due Date", ["Tomorrow", "In 3 Days", "In 5 Days", "In 8 Days", "In 12 Days"])
+mType = Col("Maintenance Type", ["500hr Overhaul", "Tip Replacement", "Spindle Re-alignment", "Belt Replacement", "Fluid Analysis"])
+mStatus = Col("Urgency", ["CRITICAL", "HIGH", "MEDIUM", "LOW", "ROUTINE"])
+
+inventoryTab = TabItem("inventory", "Raw Materials & Deliveries", [stockHeader, stockTable, deliveryHeader, deliveryTable])
+stockHeader = CardHeader("Current Raw Material Stock", "Primary production inventory levels")
+stockTable = Table([matCol, qtyCol, unitCol, minCol, stockStatusCol])
+matCol = Col("Material", ["Structural Steel Coil", "Polypropylene Resin", "Corrugated Packaging", "Aluminum Ingot"])
+qtyCol = Col("Current Stock", [142.5, 38.0, 12500, 84.2])
+unitCol = Col("Unit", ["Tons", "Tons", "Boxes", "Tons"])
+minCol = Col("Minimum Reorder Level", ["50.0 Tons", "15.0 Tons", "5000 Boxes", "30.0 Tons"])
+stockStatusCol = Col("Stock Level", ["HEALTHY", "HEALTHY", "ADEQUATE", "HEALTHY"])
+
+deliveryHeader = CardHeader("Supplier Deliveries Due This Week", "Inbound logistics tracking")
+deliveryTable = Table([suppCol, matDelCol, etaCol, delQtyCol, delStatusCol])
+suppCol = Col("Supplier", ["Apex Steel Corp", "Global Polymers Inc", "PackRight Solutions", "Metals Unlimited"])
+matDelCol = Col("Material", ["Steel Coil 10mm", "Resin Grade-A", "Custom Shipping Crates", "Aluminum Bars"])
+etaCol = Col("Expected ETA", ["Today, 14:00", "Tomorrow, 09:30", "Oct 24, 11:00", "Oct 26, 15:00"])
+delQtyCol = Col("Quantity", ["25 Tons", "12 Tons", "3,000 Units", "18 Tons"])
+delStatusCol = Col("Status", ["IN TRANSIT", "CONFIRMED", "DISPATCHED", "PENDING"])
+
+qualityTab = TabItem("quality", "Quality Holds", [holdHeader, holdTable])
+holdHeader = CardHeader("Batches on Quality Hold", "Quarantined batches awaiting QA approval")
+holdTable = Table([batchIdCol, batchLineCol, batchMatCol, batchReasonCol, batchTimeCol])
+batchIdCol = Col("Batch ID", ["BAT-2024-8801", "BAT-2024-8814", "BAT-2024-8830"])
+batchLineCol = Col("Line Origin", ["Line 2 - Assembly", "Line 5 - Coating", "Line 1 - Stamping"])
+batchMatCol = Col("Quantity", ["450 units", "1,200 units", "200 units"])
+batchReasonCol = Col("Hold Reason", ["Torque variance above threshold", "Coating thickness inconsistency", "Dimensional tolerance check"])
+batchTimeCol = Col("Hold Duration", ["4 hours", "12 hours", "1 hour"])
+
+workOrdersTab = TabItem("workorders", "Open Work Orders", [woHeader, woTable])
+woHeader = CardHeader("Open Maintenance & Repair Work Orders", "Active shop floor work items")
+woTable = Table([woIdCol, woMachCol, woDescCol, woPrioCol, woAssignCol])
+woIdCol = Col("WO Number", ["WO-4102", "WO-4105", "WO-4108", "WO-4112", "WO-4115"])
+woMachCol = Col("Equipment", ["Robotic Welder B", "Packaging Line Jam", "CNC Lathe #1", "Coolant Pump 2", "Air Compressor 3"])
+woDescCol = Col("Issue Description", ["Sensor calibration failure", "Drive belt slipping", "Minor spindle noise", "Flow rate drop 10%", "Routine filter change"])
+woPrioCol = Col("Priority", ["HIGH", "URGENT", "MEDIUM", "LOW", "LOW"])
+woAssignCol = Col("Assigned Tech", ["J. Miller", "D. Vance", "M. Ross", "Unassigned", "R. Sanchez"])
+
+maintenanceForm = Card([formHeader, schedForm], "sunk")
+formHeader = CardHeader("Schedule Machine Maintenance", "Create a new preventive or corrective maintenance order")
+schedForm = Form("scheduleMaintForm", formButtons, [formMachineField, formDateField, formTypeField, formNotesField])
+formMachineField = FormControl("Select Machine", formMachineSelect)
+formMachineSelect = Select("machine", [mOpt1, mOpt2, mOpt3, mOpt4, mOpt5], "Choose equipment...")
+mOpt1 = SelectItem("press3", "Line 1 - Hydraulic Press #3")
+mOpt2 = SelectItem("welderB", "Line 2 - Robotic Welder B")
+mOpt3 = SelectItem("lathe1", "Line 3 - CNC Lathe #1")
+mOpt4 = SelectItem("motor4a", "Line 4 - Conveyor Motor 4A")
+mOpt5 = SelectItem("tank2", "Line 5 - Anodizing Tank 2")
+
+formDateField = FormControl("Maintenance Date", formDatePicker)
+formDatePicker = DatePicker("maintDate", "single")
+
+formTypeField = FormControl("Maintenance Type", formTypeSelect)
+formTypeSelect = Select("maintType", [tOpt1, tOpt2, tOpt3], "Select category...")
+tOpt1 = SelectItem("preventive", "Preventive Maintenance (PM)")
+tOpt2 = SelectItem("corrective", "Corrective Repair")
+tOpt3 = SelectItem("inspection", "Safety Inspection")
+
+formNotesField = FormControl("Work Order Notes", formNotesInput)
+formNotesInput = Input("notes", "Describe required work or symptoms...")
+
+formButtons = Buttons([submitWO, cancelWO])
+submitWO = Button("Schedule Maintenance", null, "primary")
+cancelWO = Button("Clear Form", null, "tertiary")
+
+shiftExportBlock = Card([exportHeader, exportButtons], "clear", "row", "m", "center", "between")
+exportHeader = CardHeader("Shift Reporting", "Generate and distribute complete shift performance log")
+exportButtons = Buttons([expPdf, expCsv, expEmail])
+expPdf = Button("Export Shift Report (PDF)", null, "primary")
+expCsv = Button("Export Raw Data (CSV)", null, "secondary")
+expEmail = Button("Email Supervisor Summary", null, "tertiary")
+
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Acknowledge active Andon alerts")
+f2 = FollowUpItem("View quality hold inspection logs")
+f3 = FollowUpItem("Check raw material reorder thresholds")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..22e48ae01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r1.txt
@@ -0,0 +1,152 @@
+root = Card([header, mainGrid, followUps], "sunk", "column", "m")
+header = CardHeader("Global Ops Control", "Live platform telemetry, content performance & subscriber health")
+
+mainGrid = Tabs([tabOverview, tabContent, tabSubscribers, tabInfra])
+
+tabOverview = TabItem("overview", "Overview & Delivery", [overviewLayout])
+overviewLayout = Card([opsBar, liveRow, healthRow], "clear", "column", "m")
+
+opsBar = Card([regionFilter, searchCallout], "card", "row", "m", "center", "between")
+regionFilter = Form("region-filter", filterButtons, [regionField])
+regionField = FormControl("Filter Region", regionSelect)
+regionSelect = Select("region", [regGlobal, regNA, regEU, regAPAC, regLATAM], "Global (All Regions)", null, null, "small")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America (US-EAST / US-WEST)")
+regEU = SelectItem("eu", "Europe (EU-WEST / EU-CENTRAL)")
+regAPAC = SelectItem("apac", "Asia-Pacific (AP-NORTHEAST)")
+regLATAM = SelectItem("latam", "Latin America (SA-EAST)")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Region", null, "secondary", "normal", "small")
+
+searchCallout = TextCallout("warning", "High Zero-Result Searches", "4.2% of queries for 'Inception 2' had 0 playbacks today.")
+
+liveRow = Card([viewersCard, bufferCard, recsCard], "clear", "row", "m")
+viewersCard = Card([viewersHeader, viewersBadge, viewersProgress], "card", "column", "xs")
+viewersHeader = CardHeader("Current Concurrent Viewers", "14,285,190 live streams active")
+viewersBadge = Badge("Peak Load: 89% Capacity", "default")
+viewersProgress = Progress(89, "Server Capacity Utilization")
+
+bufferCard = Card([bufferHeader, bufferCallout, bufferProgress], "card", "column", "xs")
+bufferHeader = CardHeader("Global Buffering Rate", "Target: < 0.50%")
+bufferCallout = Alert("Optimal Streaming Quality", "Current rebuffer frequency is 0.38% (down 0.05% vs yesterday)", "success")
+bufferProgress = Progress(38, "Buffer Rate (0.38%)")
+
+recsCard = Card([recsHeader, recsProgress, recsDetails], "card", "column", "xs")
+recsHeader = CardHeader("Recommendation CTR", "Home Screen Algorithmic Feed")
+recsProgress = Progress(24, "Recommendation Click-Through (24.3%)")
+recsDetails = TextContent("24.3% of users start a playback from the recommended tray within 30 seconds of landing.")
+
+healthRow = Card([healthHeader, healthTable], "card", "column", "s")
+healthHeader = CardHeader("Delivery Health by Region", "CDN Latency, Error Rates & Active Edge Nodes")
+healthTable = Table([colRegion, colStatus, colLatency, colErrorRate, colBandwidth])
+colRegion = Col("Region", ["North America", "Europe", "Asia-Pacific", "Latin America", "Middle East"])
+colStatus = Col("Status", ["Operational", "Operational", "Degraded (CDN-2)", "Operational", "Operational"])
+colLatency = Col("Avg Latency", ["18ms", "24ms", "68ms", "42ms", "51ms"])
+colErrorRate = Col("Error Rate", ["0.01%", "0.03%", "0.14%", "0.05%", "0.04%"])
+colBandwidth = Col("Egress Speed", ["48.2 Tbps", "36.5 Tbps", "22.1 Tbps", "12.4 Tbps", "6.8 Tbps"])
+
+tabContent = TabItem("content", "Content & Catalog", [contentLayout])
+contentLayout = Card([mostWatchedCard, catalogManagementGrid, zeroSearchCard], "clear", "column", "m")
+
+mostWatchedCard = Card([mostWatchedHeader, mostWatchedChart], "card", "column", "s")
+mostWatchedHeader = CardHeader("Most-Watched Titles (Hours Streamed)", "Top 5 globally in the last 24 hours")
+mostWatchedChart = HorizontalBarChart(["Cyber Odyssey S2", "Shadow Realm", "The Last Colony", "Bake Off Global", "Velocity Drive"], [hoursSeries], "grouped", "Hours (Millions)", "Title")
+hoursSeries = Series("Hours Streamed", [42.5, 38.1, 29.4, 21.0, 18.6])
+
+catalogManagementGrid = Card([upcomingReleasesCard, expiringCard, promoteCard], "clear", "row", "m")
+
+upcomingReleasesCard = Card([releasesHeader, releasesList], "card", "column", "s")
+releasesHeader = CardHeader("Releases Coming This Month", "Scheduled global drops")
+releasesList = ListBlock([rel1, rel2, rel3])
+rel1 = ListItem("Galactic Frontier (Season 3)", "Dropping Oct 14 • Original Series")
+rel2 = ListItem("Deep Blue Documentary", "Dropping Oct 21 • Exclusive Film")
+rel3 = ListItem("Midnight Legends", "Dropping Oct 28 • Anime Original")
+
+expiringCard = Card([expiringHeader, expiringList], "card", "column", "s")
+expiringHeader = CardHeader("Licenses Expiring Soon", "Action needed for renewal")
+expiringList = ListBlock([exp1, exp2, exp3])
+exp1 = ListItem("Classic Cinema Collection", "Expires in 4 days • Warner Media")
+exp2 = ListItem("Urban Detective (S1-S4)", "Expires in 11 days • Sony Pictures")
+exp3 = ListItem("Indie Film Vault", "Expires in 19 days • Distribution Corp")
+
+promoteCard = Card([promoteHeader, promoteForm], "card", "column", "s")
+promoteHeader = CardHeader("Promote Title on Home Screen", "Set hero banner spotlight title")
+promoteForm = Form("promote-title", promoteButtons, [heroTitleField, heroSlotField])
+heroTitleField = FormControl("Select Title", heroTitleSelect)
+heroTitleSelect = Select("hero_title", [h1, h2, h3], "Choose title to promote")
+h1 = SelectItem("cyber_odyssey", "Cyber Odyssey Season 2")
+h2 = SelectItem("shadow_realm", "Shadow Realm")
+h3 = SelectItem("galactic_frontier", "Galactic Frontier (Preview)")
+heroSlotField = FormControl("Spotlight Banner Position", heroSlotSelect)
+heroSlotSelect = Select("hero_slot", [slot1, slot2], "Slot 1 (Main Hero)")
+slot1 = SelectItem("1", "Slot 1 (Main Hero)")
+slot2 = SelectItem("2", "Slot 2 (Carousel 2)")
+promoteButtons = Buttons([promoteBtn])
+promoteBtn = Button("Update Hero Banner", null, "primary")
+
+zeroSearchCard = Card([zeroSearchHeader, zeroSearchTable], "card", "column", "s")
+zeroSearchHeader = CardHeader("Searches Without Playback", "Top missing or unfulfilled queries (Last 7 Days)")
+zeroSearchTable = Table([colQuery, colCount, colReason, colAction])
+colQuery = Col("Search Query", ["Inception 2", "Live Sports League", "Friends Season 11", "Anime Dubs", "4K Remaster Docs"])
+colCount = Col("Query Count", [142500, 98100, 84300, 62100, 41000])
+colReason = Col("Primary Cause", ["Unreleased Title", "Licensing Rights", "Non-existent Content", "Catalog Gap", "Quality Filter Missing"])
+colAction = Col("Suggested Action", ["Acquire / Tag Similar", "Evaluate Sports Add-on", "Add Recommendation Rule", "Expand Dubbing Catalog", "Improve Search Index"])
+
+tabSubscribers = TabItem("subscribers", "Subscribers & Revenue", [subLayout])
+subLayout = Card([subStatsRow, subChartRow, splitsRow], "clear", "column", "m")
+
+subStatsRow = Card([watchTimeCard, subCompareCard], "clear", "row", "m")
+watchTimeCard = Card([watchHeader, watchChart], "card", "column", "s")
+watchHeader = CardHeader("Total Watch Time Over Past Month", "Aggregate hours (Millions)")
+watchChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [watchSeries], "natural", "Month (Weeks)", "Hours (M)")
+watchSeries = Series("Monthly Watch Hours", [310, 345, 380, 412])
+
+subCompareCard = Card([subHeader, subChart], "card", "column", "s")
+subHeader = CardHeader("New Subscribers vs Cancellations", "Net growth trends over 4 weeks")
+subChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubSeries, cancelSeries], "grouped", "Week", "Users (Thousands)")
+newSubSeries = Series("New Subscribers", [185, 210, 195, 240])
+cancelSeries = Series("Cancellations", [45, 52, 48, 41])
+
+splitsRow = Card([revSplitCard, deviceSplitCard, genreCard], "clear", "row", "m")
+
+revSplitCard = Card([revHeader, revChart], "card", "column", "s")
+revHeader = CardHeader("Revenue Split by Plan", "Percentage of Monthly Recurring Revenue")
+revChart = PieChart(["Premium 4K", "Standard HD", "Basic with Ads"], [52, 34, 14], "donut")
+
+deviceSplitCard = Card([deviceHeader, deviceChart], "card", "column", "s")
+deviceHeader = CardHeader("Viewing Split by Device", "Active playback streams by platform")
+deviceChart = PieChart(["Smart TV / Console", "Mobile (iOS/Android)", "Web Browser", "Streaming Stick"], [48, 28, 14, 10], "pie")
+
+genreCard = Card([genreHeader, genreChart], "card", "column", "s")
+genreHeader = CardHeader("Performance by Genre", "Share of total streaming hours")
+genreChart = RadialChart(["Sci-Fi", "Drama", "Action", "Comedy", "Docuseries"], [32, 26, 20, 14, 8])
+
+tabInfra = TabItem("infra", "Platform & Feature Flags", [infraLayout])
+infraLayout = Card([flagsCard], "clear", "column", "m")
+
+flagsCard = Card([flagsHeader, flagsTable, flagsAction], "card", "column", "s")
+flagsHeader = CardHeader("Feature Flags & Rollout Control", "Active runtime feature toggles across edge clusters")
+flagsTable = Table([colFlag, colState, colRollout, colTarget])
+colFlag = Col("Feature Flag", ["4k_av1_codec_stream", "new_recommendation_v4", "live_chat_overlay", "spatial_audio_mobile", "ad_skip_button_v2"])
+colState = Col("Status", ["ENABLED", "ENABLED", "DISABLED", "TESTING (BETA)", "ENABLED"])
+colRollout = Col("Rollout %", ["100%", "50%", "0%", "10%", "100%"])
+colTarget = Col("Target Segment", ["All 4K Tier Users", "Random 50% Global", "None", "Internal Testers", "Ad-supported Tier"])
+
+flagsAction = Card([flagsForm], "clear", "column", "xs")
+flagsForm = Form("update-flag", flagButtons, [flagSelectField, flagStateField])
+flagSelectField = FormControl("Select Flag to Toggle", flagSelectInput)
+flagSelectInput = Select("flag_id", [f1, f2, f3], "Choose feature flag")
+f1 = SelectItem("4k_av1", "4k_av1_codec_stream")
+f2 = SelectItem("rec_v4", "new_recommendation_v4")
+f3 = SelectItem("live_chat", "live_chat_overlay")
+flagStateField = FormControl("Set Flag State", flagStateRadio)
+flagStateRadio = RadioGroup("flag_state", [stateOn, stateOff])
+stateOn = RadioItem("Enable Flag", "Deploy to selected rollout tier", "enabled")
+stateOff = RadioItem("Disable Flag", "Immediately kill switch feature", "disabled")
+flagButtons = Buttons([saveFlagBtn])
+saveFlagBtn = Button("Update Feature Flag", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show CDN edge server latency breakdown")
+fu2 = FollowUpItem("Export missing search terms report")
+fu3 = FollowUpItem("View subscriber churn analysis by region")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..4c77e8463
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r2.txt
@@ -0,0 +1,99 @@
+root = Card([header, mainGrid, sectionTwo, sectionThree, sectionFour, sectionFive], "card", "column", "l")
+
+header = CardHeader("Global Operations Center", "Live streaming platform performance, content analytics & control panel")
+
+mainGrid = Card([regionControl, liveMetricsCard], "sunk", "column", "m")
+regionControl = Form("region-filter", filterButtons, [regionField])
+regionField = FormControl("Active Region Focus", regionSelect, "Filter operations data by geographic zone")
+regionSelect = Select("region", [regGlobal, regNA, regEU, regAPAC, regLATAM], "Select Region")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America (US-EAST / US-WEST)")
+regEU = SelectItem("eu", "Europe (EU-CENTRAL / EU-WEST)")
+regAPAC = SelectItem("apac", "Asia-Pacific (AP-NORTHEAST / AP-SOUTH)")
+regLATAM = SelectItem("latam", "Latin America (SA-EAST)")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Region Focus", null, "primary", "normal", "small")
+
+liveMetricsCard = Card([liveMetricsTitle, currentViewers, bufferingRate], "card", "row", "l", "center", "between")
+liveMetricsTitle = Heading("Real-Time Telemetry", "h4")
+currentViewers = Callout("info", "4,829,104", "Active Viewers Watching Right Now")
+bufferingRate = Callout("success", "0.24%", "Global Buffering Rate (Target < 0.50%)")
+
+sectionTwo = Card([watchTimeCard, subGrowthCard], "clear", "row", "l")
+
+watchTimeCard = Card([watchTimeHeader, watchTimeChart], "card", "column", "m")
+watchTimeHeader = CardHeader("Watch Time Over Past Month", "Total aggregate hours viewed per day (Millions)")
+watchTimeChart = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [watchTimeSeries], "natural", "Days Ago", "Hours (M)")
+watchTimeSeries = Series("Watch Hours (M)", [14.2, 15.8, 14.9, 18.2, 21.5, 19.1, 23.4])
+
+subGrowthCard = Card([subGrowthHeader, subGrowthChart], "card", "column", "m")
+subGrowthHeader = CardHeader("Subscriber Dynamics", "New subscriptions vs cancellations (Past 30 Days)")
+subGrowthChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubSeries, churnSeries], "grouped", "Period", "Count")
+newSubSeries = Series("New Subscribers", [142000, 168000, 195000, 210000])
+churnSeries = Series("Cancellations", [31000, 28000, 34000, 29000])
+
+sectionThree = Card([topTitlesCard, genreCard], "clear", "row", "l")
+
+topTitlesCard = Card([topTitlesHeader, topTitlesTable], "card", "column", "m")
+topTitlesHeader = CardHeader("Most-Watched Titles", "Ranked by total hours viewed this week")
+topTitlesTable = Table([titleCol, hoursCol, shareCol])
+titleCol = Col("Title", ["Cyber Pulse: Season 2", "The Last Horizon", "Shadows of Tokyo", "Kitchen Chemistry", "Deep Blue Ocean"])
+hoursCol = Col("Hours Viewed", ["42.5M hrs", "31.2M hrs", "28.7M hrs", "19.4M hrs", "14.1M hrs"])
+shareCol = Col("Completion Rate", ["88%", "76%", "82%", "64%", "91%"])
+
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by Genre", "Share of total viewing hours")
+genreChart = RadarChart(["Sci-Fi", "Drama", "Action", "Documentary", "Comedy", "Thriller"], [genreSeries])
+genreSeries = Series("Genre Share %", [85, 72, 90, 45, 60, 78])
+
+sectionFour = Card([deliveryCard, splitsCard], "clear", "row", "l")
+
+deliveryCard = Card([deliveryHeader, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery Health by Region", "CDN latency, availability, and error rates")
+deliveryTable = Table([regionCol, cdnCol, latencyCol, statusCol])
+regionCol = Col("Region", ["North America", "Europe", "Asia-Pacific", "Latin America"])
+cdnCol = Col("Primary CDN", ["Fastly / Cloudflare", "Akamai / Cloudflare", "AWS CloudFront", "Fastly"])
+latencyCol = Col("Avg Latency", ["18ms", "24ms", "42ms", "38ms"])
+statusCol = Col("Health", ["99.99% Operational", "99.98% Operational", "99.91% Degradation", "99.95% Operational"])
+
+splitsCard = Card([splitsHeader, revenueChart, deviceChart], "card", "column", "m")
+splitsHeader = CardHeader("Audience & Revenue Splits", "Distribution across plans and devices")
+revenueChart = PieChart(["Premium 4K", "Standard HD", "Basic w/ Ads"], [52, 33, 15], "donut")
+deviceChart = SingleStackedBarChart(["Smart TV", "Mobile", "Desktop", "Console"], [48, 28, 14, 10])
+
+sectionFive = Card([discoveryCard, contentOpsCard, featureFlagsCard], "clear", "row", "l")
+
+discoveryCard = Card([discoveryHeader, recCallout, zeroSearchCallout], "card", "column", "m")
+discoveryHeader = CardHeader("Discovery Analytics", "Recommendation & search efficiency")
+recCallout = TextCallout("success", "34.8% Click-Through Rate", "Recommendation engine conversions on home feed rows")
+zeroSearchCallout = TextCallout("warning", "4.1% Zero-Playback Rate", "Top zero-result queries: 'Dune Part 3', 'Live Sports', 'Friends'")
+
+contentOpsCard = Card([contentOpsHeader, promoteForm, contentAccordion], "card", "column", "m")
+contentOpsHeader = CardHeader("Content Operations", "Promotions, upcoming releases & licensing")
+
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, heroSlotField])
+promoteTitleField = FormControl("Promote Title to Home Hero", promoteSelect)
+promoteSelect = Select("title_id", [titleOpt1, titleOpt2, titleOpt3], "Select Title")
+titleOpt1 = SelectItem("t1", "Cyber Pulse: Season 2")
+titleOpt2 = SelectItem("t2", "The Last Horizon")
+titleOpt3 = SelectItem("t3", "Shadows of Tokyo")
+heroSlotField = FormControl("Slot Position", heroSlotSelect)
+heroSlotSelect = Select("slot_id", [slotMain, slotSecondary], "Select Slot")
+slotMain = SelectItem("main", "Main Hero Banner")
+slotSecondary = SelectItem("sec", "Trending Row #1")
+promoteButtons = Buttons([promoteBtn])
+promoteBtn = Button("Promote Title Now", null, "primary", "normal", "small")
+
+contentAccordion = Accordion([upcomingTab, licensingTab])
+upcomingTab = AccordionItem("upcoming", "Releases Coming This Month (4)", upcomingContent)
+upcomingContent = TextContent("1. **Solaris Protocol** - Sci-Fi Series (Oct 12)\n2. **The Chef's Table: Italy** - Docuseries (Oct 18)\n3. **Nightfall Paris** - Thriller Film (Oct 24)\n4. **Championship Boxing Live** - Sports Event (Oct 29)")
+licensingTab = AccordionItem("expiring", "Licenses Expiring Soon (3)", expiringContent)
+expiringContent = TextContent("1. **Classic Sitcom Collection Vol 1-5** - Expires in 6 days\n2. **Indie Film Vault 2019** - Expires in 14 days\n3. **World Cinema Classics** - Expires in 22 days")
+
+featureFlagsCard = Card([flagsHeader, flagsGroup], "card", "column", "m")
+flagsHeader = CardHeader("Feature Flags", "Live production feature toggles")
+flagsGroup = SwitchGroup("feature_flags", [flag1, flag2, flag3, flag4], "sunk")
+flag1 = SwitchItem("AV1 Codec Streaming", "Enable AV1 stream delivery for compatible Smart TVs", "ff_av1", true)
+flag2 = SwitchItem("Interactive Live Chat", "Real-time user chat on live broadcast channels", "ff_live_chat", true)
+flag3 = SwitchItem("AI Search Autocomplete", "LLM-driven semantic search suggestions", "ff_ai_search", false)
+flag4 = SwitchItem("4K HDR Mobile Pass", "Allow high bitrate HDR playback on supported mobile devices", "ff_mobile_hdr", true)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..f6fe8932f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r3.txt
@@ -0,0 +1,119 @@
+root = Card([header, mainGrid, followUps])
+header = CardHeader("Global Operations Room", "Real-time streaming telemetry, content performance, and regional controls")
+mainGrid = Tabs([tabOverview, tabContent, tabInfrastructure, tabControls])
+tabOverview = TabItem("overview", "Overview & Audience", [overviewCallout, overviewStatsGroup, overviewRow1, overviewRow2])
+overviewCallout = TextCallout("success", "System Status: Nominal", "Global CDN performance is optimal. Active viewers peaked +12% vs last hour.")
+overviewStatsGroup = Card([statViewers, statBuffering, statRecClick], "sunk", "row", "m", "center", "between")
+statViewers = TextContent("### Live Viewers\n**1,428,910**\n*(+8.4% vs peak)*", "default")
+statBuffering = TextContent("### Buffering Rate\n**0.12%**\n*(Target: <0.50%)*", "default")
+statRecClick = TextContent("### Rec Click-Through\n**34.8%**\n*(+2.1% this week)*", "default")
+overviewRow1 = Card([watchTimeTrendCard, subFlowCard], "clear", "row", "l")
+watchTimeTrendCard = Card([watchTimeHeader, watchTimeChart], "card")
+watchTimeHeader = CardHeader("Watch Time Trend", "Total hours watched over past month (Millions)")
+watchTimeChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [watchTimeSeries], "natural", "Month Period", "Hours (M)")
+watchTimeSeries = Series("Hours Watched (M)", [42.5, 48.1, 51.3, 58.7])
+subFlowCard = Card([subFlowHeader, subFlowChart], "card")
+subFlowHeader = CardHeader("Subscriber Flow", "New subscriptions vs cancellations")
+subFlowChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubsSeries, churnSeries], "grouped", "Month Period", "Count")
+newSubsSeries = Series("New Subscribers", [124000, 142000, 158000, 189000])
+churnSeries = Series("Cancellations", [31000, 28000, 34000, 29000])
+overviewRow2 = Card([genrePerfCard, deviceSplitCard, planRevCard], "clear", "row", "l")
+genrePerfCard = Card([genreHeader, genreChart], "card")
+genreHeader = CardHeader("Genre Performance", "Share of total viewing hours")
+genreChart = RadarChart(["Action", "Drama", "Comedy", "Sci-Fi", "Docu", "Anime"], [genreSeries])
+genreSeries = Series("Share %", [85, 92, 64, 78, 45, 70])
+deviceSplitCard = Card([deviceHeader, deviceChart], "card")
+deviceHeader = CardHeader("Viewing by Device", "Percentage of total streaming sessions")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web", "Console"], [45, 30, 15, 10], "donut")
+planRevCard = Card([planHeader, planChart], "card")
+planHeader = CardHeader("Revenue by Plan", "Monthly Recurring Revenue split")
+planChart = PieChart(["Premium 4K", "Standard", "Basic w/ Ads"], [52, 33, 15], "pie")
+tabContent = TabItem("content", "Catalog & Search", [contentRow1, contentRow2])
+contentRow1 = Card([topTitlesCard, failedSearchesCard], "clear", "row", "l")
+topTitlesCard = Card([topTitlesHeader, topTitlesTable], "card")
+topTitlesHeader = CardHeader("Most-Watched Titles", "Hours stream count for current billing cycle")
+topTitlesTable = Table([titleCol, hoursCol, completionCol])
+titleCol = Col("Title", ["Cyber Pulse 2088", "Shadow & Ember S2", "The Cooking Master", "Deep Blue Ocean", "Neon Drift"])
+hoursCol = Col("Hours Watched", ["18.4M", "14.2M", "9.8M", "8.5M", "6.1M"])
+completionCol = Col("Completion Rate", ["88%", "76%", "64%", "81%", "72%"])
+failedSearchesCard = Card([failedSearchesHeader, failedSearchesTable], "card")
+failedSearchesHeader = CardHeader("Zero-Result Searches", "Top search terms that ended without playback")
+failedSearchesTable = Table([searchTermCol, searchVolumeCol, actionCol])
+searchTermCol = Col("Search Query", ["Stranger Things S5", "Interstellar 2", "Live Sports League", "The Office", "Anime Movies"])
+searchVolumeCol = Col("Zero-Play Volume", ["142,500", "98,200", "84,100", "62,400", "41,000"])
+actionCol = Col("Status", ["Unlicensed", "In Prep", "Licensing Deal", "Expired", "Catalog Gap"])
+contentRow2 = Card([upcomingReleasesCard, expiringLicensesCard], "clear", "row", "l")
+upcomingReleasesCard = Card([releasesHeader, releasesList], "card")
+releasesHeader = CardHeader("Upcoming Releases", "Titles launching this month")
+releasesList = ListBlock([rel1, rel2, rel3])
+rel1 = ListItem("Galactic Frontier: Genesis", "Sci-Fi Series • Launching Oct 12", null, "Scheduled")
+rel2 = ListItem("The Chef's Secret S3", "Reality TV • Launching Oct 19", null, "Scheduled")
+rel3 = ListItem("Midnight Sonata", "Feature Film • Launching Oct 26", null, "Final QA")
+expiringLicensesCard = Card([licensesHeader, licensesTable], "card")
+licensesHeader = CardHeader("Licensing Radar", "Content rights expiring within 30 days")
+licensesTable = Table([licTitleCol, licDaysCol, licActionCol])
+licTitleCol = Col("Title", ["Classic Detective S1-S5", "Space Odyssey Trilogy", "Indie Short Showcase", "World Cup Highlights"])
+licDaysCol = Col("Days Left", [4, 12, 18, 27])
+licActionCol = Col("Renewal Status", ["Under Negotiation", "Pending Approval", "Do Not Renew", "Under Review"])
+tabInfrastructure = TabItem("infra", "CDN & Health", [infraRow1, regionFilterCard])
+infraRow1 = Card([cdnHealthCard, regionMetricsCard], "clear", "row", "l")
+cdnHealthCard = Card([cdnHeader, cdnTable], "card")
+cdnHeader = CardHeader("Delivery Health by Region", "Edge network performance & latency")
+cdnTable = Table([regionCol, statusCol, latencyCol, errorCol])
+regionCol = Col("Region", ["North America East", "North America West", "Europe Central", "Asia Pacific", "Latin America"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+latencyCol = Col("Latency", ["18ms", "22ms", "45ms", "38ms", "62ms"])
+errorCol = Col("Error Rate", ["0.01%", "0.02%", "0.14%", "0.03%", "0.05%"])
+regionMetricsCard = Card([regionMetricsHeader, regionProgressGroup], "card")
+regionMetricsHeader = CardHeader("Capacity Utilization", "Current regional edge bandwidth load")
+regionProgressGroup = Card([p1, p2, p3, p4], "clear", "column", "m")
+p1 = Progress(78, "NA East CDN Load (78%)")
+p2 = Progress(64, "NA West CDN Load (64%)")
+p3 = Progress(91, "EU Central CDN Load (91% - High)")
+p4 = Progress(52, "APAC CDN Load (52%)")
+regionFilterCard = Card([filterHeader, filterForm], "card")
+filterHeader = CardHeader("Region Scope Control", "Focus operational dashboard on a single geographic market")
+filterForm = Form("region_filter", filterButtons, [regionControl])
+regionControl = FormControl("Selected Focus Region", regionSelect, "Filters viewer analytics and infrastructure health")
+regionSelect = Select("focused_region", [regGlobal, regNAE, regNAW, regEUC, regAPAC, regLATAM], "Select Region...")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNAE = SelectItem("na_east", "North America East")
+regNAW = SelectItem("na_west", "North America West")
+regEUC = SelectItem("eu_central", "Europe Central")
+regAPAC = SelectItem("apac", "Asia Pacific")
+regLATAM = SelectItem("latam", "Latin America")
+filterButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply Regional Scope", null, "primary")
+resetFilterBtn = Button("Reset to Global", null, "tertiary")
+tabControls = TabItem("controls", "Operations & Config", [controlsRow])
+controlsRow = Card([featureFlagsCard, promoteContentCard], "clear", "row", "l")
+featureFlagsCard = Card([flagsHeader, flagsForm], "card")
+flagsHeader = CardHeader("Feature Flags", "Manage active feature toggles and rollouts")
+flagsForm = Form("feature_flags_form", flagButtons, [flagsControl])
+flagsControl = FormControl("Operational Toggles", flagsSwitchGroup, "Changes take effect immediately across edge nodes")
+flagsSwitchGroup = SwitchGroup("flags", [flag1, flag2, flag3, flag4], "card")
+flag1 = SwitchItem("AV1 Codec Auto-Stream", "Enable high-efficiency encoding for 4K streams", "flag_av1", true)
+flag2 = SwitchItem("AI Recommendation Engine v4", "Personalized home feed dynamic algorithm", "flag_rec_v4", true)
+flag3 = SwitchItem("P2P Mesh Offloading", "Peer-assisted delivery for high-concurrency live events", "flag_p2p", false)
+flag4 = SwitchItem("Low-Latency HLS Preview", "Reduce live stream delay to <2 seconds", "flag_llhls", true)
+flagButtons = Buttons([saveFlagsBtn])
+saveFlagsBtn = Button("Save Flag Configurations", null, "primary")
+promoteContentCard = Card([promoteHeader, promoteForm], "card")
+promoteHeader = CardHeader("Hero Content Manager", "Promote a title on the global home screen hero banner")
+promoteForm = Form("promote_form", promoteButtons, [promoteTitleControl, promoteSlotControl, promoteScheduleControl])
+promoteTitleControl = FormControl("Title to Promote", promoteTitleInput, "Search catalog title or enter ID")
+promoteTitleInput = Input("title_query", "Cyber Pulse 2088")
+promoteSlotControl = FormControl("Hero Position Slot", promoteSlotSelect)
+promoteSlotSelect = Select("hero_slot", [slot1, slot2, slot3], "Select Hero Slot")
+slot1 = SelectItem("slot_main", "Primary Featured Hero (Slot 1)")
+slot2 = SelectItem("slot_sub1", "Secondary Carousel (Slot 2)")
+slot3 = SelectItem("slot_sub2", "Secondary Carousel (Slot 3)")
+promoteScheduleControl = FormControl("Campaign Start Date", promoteDatePicker)
+promoteDatePicker = DatePicker("promo_start_date")
+promoteButtons = Buttons([publishPromoBtn, previewPromoBtn])
+publishPromoBtn = Button("Publish to Home Screen", null, "primary")
+previewPromoBtn = Button("Preview Hero Banner", null, "secondary")
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show low-performing titles in Europe Central")
+f2 = FollowUpItem("Simulate CDN failover for EU Central node")
+f3 = FollowUpItem("Export monthly subscriber churn analysis")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..38a7b5ea9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-streaming__r4.txt
@@ -0,0 +1,92 @@
+root = Card([header, controls, overviewKpis, mainTabs, regionalHealth, catalogManagement, discoveryMetrics, businessMetrics, featureFlagsSection])
+header = CardHeader("Global Operations Center", "Real-time streaming performance, system health, and operational controls")
+controls = SectionBlock([regionFilterSection])
+regionFilterSection = SectionItem("region_filter", "14. Region Filter Control", [regionForm])
+regionForm = Form("region-filter-form", regionFormBtns, [regionControl])
+regionControl = FormControl("Focus Region", regionSelect, "Filter telemetry and metrics by geographic zone")
+regionSelect = Select("region", [regGlobal, regNA, regEU, regAPAC, regLATAM], "Global (All Regions)")
+regGlobal = SelectItem("global", "Global (All Regions)")
+regNA = SelectItem("na", "North America (US-East / US-West)")
+regEU = SelectItem("eu", "Europe (EU-Central / EU-West)")
+regAPAC = SelectItem("apac", "Asia-Pacific (AP-South / AP-Northeast)")
+regLATAM = SelectItem("latam", "Latin America (SA-East)")
+regionFormBtns = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply Region Filter", null, "primary")
+overviewKpis = Table([kpiMetricCol, kpiValueCol, kpiStatusCol])
+kpiMetricCol = Col("Live Metric", ["1. Concurrent Viewers Right Now", "6. Global Buffering Rate", "Active CDN Edge Nodes", "Average Bitrate"])
+kpiValueCol = Col("Current Value", ["14,285,910", "0.24%", "1,420 / 1,420", "5.8 Mbps"])
+kpiStatusCol = Col("Status", ["Peak Time", "Optimal (<0.5%)", "100% Operational", "4K/HDR Active"])
+mainTabs = Tabs([watchTimeTab, subscribersTab, genreTab])
+watchTimeTab = TabItem("watch_time", "3. Watch Time (Past Month)", [watchTimeChart, watchTimeCallout])
+watchTimeChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [watchTimeSeries], "natural", "Timeline", "Hours Streamed (Millions)")
+watchTimeSeries = Series("Total Watch Time (M Hours)", [124.5, 138.2, 142.0, 156.8])
+watchTimeCallout = TextCallout("success", "Monthly Peak", "Watch time increased by 14% over the past 30 days due to original series premieres.")
+subscribersTab = TabItem("subscribers", "4. Subscribers vs Cancellations", [subscribersChart])
+subscribersChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubsSeries, cancelsSeries], "grouped", "Timeline", "User Accounts")
+newSubsSeries = Series("New Subscribers", [45000, 52000, 61000, 58000])
+cancelsSeries = Series("Cancellations", [12000, 11500, 14000, 10800])
+genreTab = TabItem("genre_perf", "5. Performance by Genre", [genreChart])
+genreChart = HorizontalBarChart(["Drama", "Action", "Comedy", "Documentary", "Sci-Fi", "Animation"], [genreWatchSeries], "grouped", "Hours (Millions)", "Genre")
+genreWatchSeries = Series("Hours Streamed", [85.4, 72.1, 45.8, 38.2, 31.0, 24.5])
+regionalHealth = Card([regionalHeader, regionalTable])
+regionalHeader = CardHeader("7. Delivery Health by Region", "Edge network performance and error rates")
+regionalTable = Table([regNameCol, regLatencyCol, regBufferCol, regErrorCol, regStatusCol])
+regNameCol = Col("Region", ["North America", "Europe", "Asia-Pacific", "Latin America"])
+regLatencyCol = Col("Avg Latency", ["18 ms", "24 ms", "42 ms", "38 ms"])
+regBufferCol = Col("Buffer Rate", ["0.18%", "0.21%", "0.35%", "0.29%"])
+regErrorCol = Col("5xx Error Rate", ["0.001%", "0.002%", "0.008%", "0.004%"])
+regStatusCol = Col("CDN Health", ["Healthy", "Healthy", "Degraded Node", "Healthy"])
+catalogManagement = Accordion([topTitlesItem, upcomingReleasesItem, expiringLicensesItem, promoteItem])
+topTitlesItem = AccordionItem("top_titles", "2. Most-Watched Titles", [topTitlesTable])
+topTitlesTable = Table([titleRankCol, titleNameCol, titleHoursCol, titleViewsCol])
+titleRankCol = Col("Rank", [1, 2, 3, 4, 5])
+titleNameCol = Col("Title", ["Stranger Horizons (Season 4)", "Cyber City 2099", "The Last Kingdom: Movie", "Chef's Table: World", "Galactic Wars"])
+titleHoursCol = Col("Hours Watched", ["48.2M", "36.5M", "29.1M", "18.4M", "15.0M"])
+titleViewsCol = Col("Unique Viewers", ["12.4M", "9.8M", "7.2M", "5.1M", "4.0M"])
+upcomingReleasesItem = AccordionItem("upcoming", "8. Releases Coming This Month", [upcomingTable])
+upcomingTable = Table([relDateCol, relTitleCol, relTypeCol, relStatusCol])
+relDateCol = Col("Release Date", ["Oct 12", "Oct 18", "Oct 24", "Oct 29"])
+relTitleCol = Col("Title", ["Dark Matter: S2", "The Great Heist", "Ocean Life Doc", "Midnight Manor"])
+relTypeCol = Col("Content Type", ["Series", "Movie", "Documentary", "Series"])
+relStatusCol = Col("Ingest Status", ["Ready (4K)", "Processing HDR", "Ready (4K)", "Localization In Progress"])
+expiringLicensesItem = AccordionItem("expiring", "9. Licenses Expiring Soon", [expiringTable])
+expiringTable = Table([expTitleCol, expProviderCol, expDaysCol, expActionCol])
+expTitleCol = Col("Title", ["Classic Cinema Collection", "Retro Comedy S1-S5", "Action Hero Triology"])
+expProviderCol = Col("Licensor", ["WarnerMedia", "Paramount", "Universal"])
+expDaysCol = Col("Days Remaining", ["12 Days", "18 Days", "27 Days"])
+expActionCol = Col("Renewal Status", ["Under Negotiation", "Pending Review", "Do Not Renew"])
+promoteItem = AccordionItem("promote_title", "16. Promote Title on Home Screen", [promoteForm])
+promoteForm = Form("promote-title-form", promoteBtns, [promoteSelectControl, promotePositionControl, promoteBannerControl])
+promoteSelectControl = FormControl("Select Title to Feature", promoteSelectInput, "Choose from published library")
+promoteSelectInput = Select("promote_title_id", [pOpt1, pOpt2, pOpt3], "Stranger Horizons (Season 4)")
+pOpt1 = SelectItem("title_1", "Stranger Horizons (Season 4)")
+pOpt2 = SelectItem("title_2", "Cyber City 2099")
+pOpt3 = SelectItem("title_3", "Dark Matter: S2 (Pre-register)")
+promotePositionControl = FormControl("Placement Slot", promotePosInput)
+promotePosInput = Select("placement_slot", [slotHero, slotTrending, slotSpotlight], "Main Hero Carousel (#1)")
+slotHero = SelectItem("hero", "Main Hero Carousel (#1)")
+slotTrending = SelectItem("trending", "Top Trending Shelf")
+slotSpotlight = SelectItem("spotlight", "Category Spotlight Banner")
+promoteBannerControl = FormControl("Hero Callout Text", promoteBannerInput)
+promoteBannerInput = Input("hero_callout", "Watch Season 4 Now in Dolby Vision & Atmos")
+promoteBtns = Buttons([publishPromotionBtn])
+publishPromotionBtn = Button("Push Promotion Live", null, "primary")
+discoveryMetrics = Card([discoveryHeader, recsCallout, unfulfilledTable])
+discoveryHeader = CardHeader("Discovery & Search Performance", "Recommendation effectiveness and missing catalog demand")
+recsCallout = Callout("info", "10. Recommendation Click-Through Rate", "34.2% of users click on personalized recommendations from the home screen.")
+unfulfilledTable = Table([searchQueryCol, searchCountCol, searchActionCol])
+searchQueryCol = Col("11. Searches Ended Without Playback", ["Anime Movie 2024", "The Office US", "Live Sports Football", "Spider-Man Animated", "Interstellar 2"])
+searchCountCol = Col("Zero-Playback Searches", ["142,500", "98,200", "84,100", "62,300", "41,000"])
+searchActionCol = Col("Catalog Note", ["License Pending", "Expired License", "Rights Unavailable", "Search Alias Needed", "Non-Existent Title"])
+businessMetrics = Accordion([revenueSplitItem, deviceSplitItem])
+revenueSplitItem = AccordionItem("revenue_split", "12. Revenue Split by Plan", [revenueChart])
+revenueChart = PieChart(["Premium 4K ($19.99)", "Standard ($15.49)", "Basic with Ads ($6.99)"], [52.4, 34.1, 13.5], "donut")
+deviceSplitItem = AccordionItem("device_split", "13. Viewing Split by Device", [deviceChart])
+deviceChart = PieChart(["Smart TV", "Mobile (iOS/Android)", "Desktop Browser", "Streaming Sticks / Consoles"], [48.0, 24.0, 16.0, 12.0], "pie")
+featureFlagsSection = Card([flagsHeader, flagsGroup])
+flagsHeader = CardHeader("15. Feature Flags & Operational Switches", "Control dynamic platform behavior")
+flagsGroup = SwitchGroup("feature_flags", [flag1, flag2, flag3, flag4], "card")
+flag1 = SwitchItem("AV1 Codec Auto-Fallback", "Automatically downgrade to H.264/HEVC on high edge latency", "av1_fallback", true)
+flag2 = SwitchItem("4K/HDR Stream Unlocking", "Enable UHD tier streaming for eligible subscriptions", "uhd_enabled", true)
+flag3 = SwitchItem("AI Search Query Expander", "Use LLM semantic matching for zero-result queries", "ai_search", true)
+flag4 = SwitchItem("Interactive Live Chat Shelf", "Enable real-time audience chat on sports live events", "live_chat", false)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r1.txt
new file mode 100644
index 000000000..fa55a1289
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r1.txt
@@ -0,0 +1,153 @@
+root = Card([header, topBar, kpiRow1, kpiRow2, mainTabs, followUp])
+
+header = CardHeader("University Administrator Dashboard", "Academic Year 2023-2024 Overview & Operations")
+
+topBar = Card([deptFilter, semesterCompare], "sunk", "row", "m", "center", "between")
+deptFilter = Form("dept-focus-form", deptButtons, [deptControl])
+deptControl = FormControl("Focus Department", deptSelect)
+deptSelect = Select("department", [deptAll, deptCS, deptEng, deptBiz, deptArts, deptSci], "All Departments")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptEng = SelectItem("eng", "Engineering")
+deptBiz = SelectItem("biz", "Business School")
+deptArts = SelectItem("arts", "Humanities & Arts")
+deptSci = SelectItem("sci", "Natural Sciences")
+deptButtons = Buttons([filterBtn])
+filterBtn = Button("Apply Focus", null, "secondary", "normal", "small")
+
+semesterCompare = Card([compareTitle, compareTable], "clear", "column", "xs")
+compareTitle = Heading("This Semester vs. Last Semester", "h4")
+compareTable = Table([compMetric, compLast, compThis, compChange])
+compMetric = Col("Metric", ["Enrollment", "Tuition Rev", "Housing Occ", "Risk Rate"])
+compLast = Col("Fall 2023", ["14,200", "$41.2M", "94%", "4.1%"])
+compThis = Col("Spring 2024", ["14,850", "$43.5M", "97.5%", "3.2%"])
+compChange = Col("Change", ["+4.5%", "+5.6%", "+3.5%", "-0.9%"])
+
+kpiRow1 = Card([tuitionKpi, housingKpi, scholarshipKpi, acceptanceKpi], "clear", "row", "m")
+
+tuitionKpi = Card([tuitionTitle, tuitionVal, tuitionSub], "card", "column", "xs")
+tuitionTitle = Heading("Tuition Revenue (YTD)", "h4")
+tuitionVal = TextContent("# $43.5M", "large-heavy")
+tuitionSub = Badge("+5.6% vs Last Semester", "default")
+
+housingKpi = Card([housingTitle, housingVal, housingProgress], "card", "column", "xs")
+housingTitle = Heading("Housing Occupancy", "h4")
+housingVal = TextContent("# 97.5%", "large-heavy")
+housingProgress = Progress(97.5, "2,925 / 3,000 Beds Occupied")
+
+scholarshipKpi = Card([scholarshipTitle, scholarshipVal, scholarshipProgress], "card", "column", "xs")
+scholarshipTitle = Heading("Scholarship Budget", "h4")
+scholarshipVal = TextContent("# $12.4M / $15.0M", "large-heavy")
+scholarshipProgress = Progress(82.6, "82.6% Used ($2.6M Remaining)")
+
+acceptanceKpi = Card([accTitle, accVal, accSub], "card", "column", "xs")
+accTitle = Heading("Acceptance Rate", "h4")
+accVal = TextContent("# 31.8%", "large-heavy")
+accSub = Badge("4,611 Accepted / 14,500 Applied", "outline")
+
+kpiRow2 = Card([enrollmentTrendCard, alumniGivingCard], "clear", "row", "m")
+
+enrollmentTrendCard = Card([enrollmentHeader, enrollmentChart], "card", "column", "s")
+enrollmentHeader = CardHeader("Total Enrollment Trend", "5-Year Historical Student Count")
+enrollmentChart = LineChart(["2019-20", "2020-21", "2021-22", "2022-23", "2023-24"], [enrollmentSeries], "natural", "Academic Year", "Students")
+enrollmentSeries = Series("Enrolled Students", [13200, 12850, 13600, 14200, 14850])
+
+alumniGivingCard = Card([alumniHeader, alumniChart], "card", "column", "s")
+alumniHeader = CardHeader("Alumni Giving", "Past 4 Years Total Donations ($M)")
+alumniChart = BarChart(["2020", "2021", "2022", "2023"], [alumniSeries], "grouped", "Year", "USD ($ Millions)")
+alumniSeries = Series("Donations ($M)", [8.4, 9.2, 11.5, 14.1])
+
+mainTabs = Tabs([admissionsTab, academicsTab, facultyRiskTab, operationsTab])
+
+admissionsTab = TabItem("admissions", "Admissions & Waitlist", [admissionsContent])
+admissionsContent = Card([appChart, waitlistTable], "clear", "row", "m")
+appChart = BarChart(["Computer Science", "Engineering", "Business", "Biology", "Psychology", "Arts"], [appSeries], "grouped", "Program", "Applications")
+appSeries = Series("Applications", [4200, 3100, 2800, 1900, 1500, 1000])
+
+waitlistTable = Table([wlProgCol, wlAppliedCol, wlAccCol, wlWaitCol])
+wlProgCol = Col("Program", ["Computer Science", "Engineering", "Business", "Biology", "Psychology", "Arts"])
+wlAppliedCol = Col("Applications", [4200, 3100, 2800, 1900, 1500, 1000])
+wlAccCol = Col("Accepted", [1100, 950, 900, 700, 600, 361])
+wlWaitCol = Col("Waitlisted Students", [450, 320, 280, 150, 110, 60])
+
+academicsTab = TabItem("academics", "Course Fullness & Approvals", [academicsContent])
+academicsContent = Card([courseFullnessSection, courseApprovalSection], "clear", "column", "m")
+
+courseFullnessSection = Card([courseFullHeader, courseTable], "card", "column", "s")
+courseFullHeader = CardHeader("Course Offering Capacity & Fullness", "Current Semester Enrollment Status")
+courseTable = Table([cCodeCol, cNameCol, cCapCol, cEnrolledCol, cStatusCol])
+cCodeCol = Col("Code", ["CS-101", "ENG-201", "BUS-301", "BIO-110", "ART-105", "MATH-202"])
+cNameCol = Col("Course Name", ["Intro to Computer Science", "Thermodynamics", "Corporate Finance", "General Biology w/ Lab", "Digital Arts Workshop", "Multivariable Calculus"])
+cCapCol = Col("Capacity", [200, 120, 150, 180, 30, 100])
+cEnrolledCol = Col("Enrolled", [200, 118, 142, 175, 30, 84])
+cStatusCol = Col("Status", ["100% (FULL)", "98% (Almost Full)", "95% (Almost Full)", "97% (Almost Full)", "100% (FULL)", "84% (Open)"])
+
+courseApprovalSection = Card([approvalHeader, courseForm], "card", "column", "s")
+approvalHeader = CardHeader("Approve New Course Proposal", "Review and formalize newly submitted curriculum")
+courseForm = Form("new-course-form", courseFormBtns, [cTitleControl, cDeptControl, cCreditsControl, cDescControl])
+cTitleControl = FormControl("Course Title", cTitleInput)
+cTitleInput = Input("course_title", "e.g., Intro to Quantum Computing")
+cDeptControl = FormControl("Department", cDeptSelect)
+cDeptSelect = Select("course_dept", [cD1, cD2, cD3], "Select Department")
+cD1 = SelectItem("cs", "Computer Science")
+cD2 = SelectItem("eng", "Engineering")
+cD3 = SelectItem("biz", "Business")
+cCreditsControl = FormControl("Credit Hours", cCreditsInput)
+cCreditsInput = Input("credits", "3", "number")
+cDescControl = FormControl("Course Description / Syllabus Summary", cDescArea)
+cDescArea = TextArea("course_desc", "Provide brief syllabus rationale...", 3)
+courseFormBtns = Buttons([approveBtn, rejectBtn])
+approveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Revisions", null, "tertiary")
+
+facultyRiskTab = TabItem("faculty_risk", "Faculty Load & At-Risk Students", [facultyRiskContent])
+facultyRiskContent = Card([facultyCard, riskCard], "clear", "row", "m")
+
+facultyCard = Card([facultyHeader, facultyTable], "card", "column", "s")
+facultyHeader = CardHeader("Teaching Load by Faculty", "Current Course Load & Advising Count")
+facultyTable = Table([facName, facDept, facCourses, facHours, facStudents])
+facName = Col("Faculty Member", ["Dr. Alan Turing", "Dr. Margaret Hamilton", "Dr. Richard Feynman", "Dr. Ada Lovelace", "Dr. John von Neumann"])
+facDept = Col("Department", ["Computer Science", "Computer Science", "Physics", "Mathematics", "Economics"])
+facCourses = Col("Courses", [3, 2, 3, 4, 2])
+facHours = Col("Teaching Hrs/Wk", [12, 8, 11, 15, 9])
+facStudents = Col("Advisees", [24, 18, 30, 15, 22])
+
+riskCard = Card([riskHeader, riskAlert, riskTable, broadcastModal], "card", "column", "s")
+riskHeader = CardHeader("Students at Academic Risk", "GPA < 2.0 or Attendance Risk")
+riskAlert = Callout("warning", "Intervention Needed", "14 students currently flagged for academic probation risk.")
+riskTable = Table([riskId, riskName, riskGPA, riskAtt, riskStatus])
+riskId = Col("ID", ["ST-8821", "ST-9042", "ST-7411", "ST-9301"])
+riskName = Col("Student Name", ["Marcus Vance", "Elena Rostova", "Jordan Hayes", "Samira Khan"])
+riskGPA = Col("GPA", ["1.82", "1.91", "1.75", "1.98"])
+riskAtt = Col("Attendance", ["72%", "81%", "65%", "88%"])
+riskStatus = Col("Status", ["Critical", "Warning", "Critical", "Warning"])
+
+broadcastModal = DialogBlock("Send Message to Student Group", "Broadcast Communication", "Send direct announcement or email notification to specific student cohorts.", broadcastForm)
+broadcastForm = Form("broadcast-msg-form", broadcastBtns, [groupControl, msgSubjectControl, msgBodyControl])
+groupControl = FormControl("Target Student Group", groupSelect)
+groupSelect = Select("target_group", [g1, g2, g3, g4], "Select Cohort")
+g1 = SelectItem("at_risk", "Students at Academic Risk (GPA < 2.0)")
+g2 = SelectItem("deans_list", "Dean's List Honors Students")
+g3 = SelectItem("freshmen", "All Incoming Freshmen")
+g4 = SelectItem("graduating", "Graduating Seniors 2024")
+msgSubjectControl = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "Important Academic Support Notice")
+msgBodyControl = FormControl("Message Content", msgBodyText)
+msgBodyText = TextArea("body", "Write your message here...", 4)
+broadcastBtns = Buttons([sendMsgBtn, cancelMsgBtn])
+sendMsgBtn = Button("Send Broadcast Message", null, "primary")
+cancelMsgBtn = Button("Cancel", null, "tertiary")
+
+operationsTab = TabItem("operations", "Campus Events", [operationsContent])
+operationsContent = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = CardHeader("Campus Events This Month", "Scheduled Academic, Alumni, and Cultural Events")
+eventsList = ListBlock([ev1, ev2, ev3, ev4])
+ev1 = ListItem("Spring Career & Internship Fair", "May 12 • Student Union Center • 1,200 Expected Attendees")
+ev2 = ListItem("Annual Alumni Homecoming Gala", "May 18 • Great Hall Alumni Pavilion • Fundraiser Focus")
+ev3 = ListItem("Faculty Research Symposium", "May 22 • Science & Innovation Auditorium • 45 Presentations")
+ev4 = ListItem("Commencement Rehearsal & Reception", "May 29 • Quadrangle Outdoor Arena • Class of 2024")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Export student risk report for Deans Council")
+f2 = FollowUpItem("View detailed budget breakdown for scholarships")
+f3 = FollowUpItem("Filter entire dashboard by Computer Science Department")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r2.txt
new file mode 100644
index 000000000..88a966531
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r2.txt
@@ -0,0 +1,115 @@
+root = Card([header, deptFilter, overviewMetrics, semesterComp, enrollmentSection, appWaitlistSection, courseHousingSection, facultyRiskSection, financeEventsSection, alumniSection, adminActions], "card", "column", "l")
+
+header = CardHeader("University Administrator Dashboard", "Academic Year 2023-2024 • Operations & Analytics Overview")
+
+deptFilter = Form("dept-filter-form", filterButtons, [deptField])
+deptField = FormControl("Focus Department", deptSelect, "Select a department to filter metrics across the overview")
+deptSelect = Select("dept_selection", [deptAll, deptCS, deptEng, deptBus, deptArts, deptSci], "All Departments")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science & Engineering")
+deptEng = SelectItem("eng", "Electrical Engineering")
+deptBus = SelectItem("bus", "Business Administration")
+deptArts = SelectItem("arts", "Humanities & Liberal Arts")
+deptSci = SelectItem("sci", "Biological Sciences")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "secondary", "normal", "small")
+
+overviewMetrics = Table([metricCol, valCol, statusCol])
+metricCol = Col("Overview Key Performance Indicators", ["3. Acceptance Rate", "4. Tuition Revenue (YTD)", "8. Scholarship Budget Utilization", "9. Housing Occupancy Rate"])
+valCol = Col("Current Value", ["42.5%", "$48.6M", "$12.4M / $15.0M", "94.2%"])
+statusCol = Col("Status & Details", ["-1.8% vs last year (More selective)", "97.2% of annual target", "82.7% utilized ($2.6M remaining)", "2,826 / 3,000 beds occupied"])
+
+semesterComp = Accordion([semesterCompItem])
+semesterCompItem = AccordionItem("sem_comp", "13. Semester Comparison: Spring 2024 vs Fall 2023", [semCompTable])
+semCompTable = Table([semMetricCol, fallCol, springCol, changeCol])
+semMetricCol = Col("Metric", ["Active Student Headcount", "Average Credit Load / Student", "Course Fill Rate", "Faculty Headcount", "Tuition Revenue Collected", "Student Retention Rate"])
+fallCol = Col("Fall 2023", ["12,450", "14.8 credits", "88.5%", "412", "$25.2M", "93.4%"])
+springCol = Col("Spring 2024", ["12,850", "15.1 credits", "91.2%", "425", "$23.4M", "91.8%"])
+changeCol = Col("Change", ["+3.2%", "+2.0%", "+2.7%", "+3.15%", "-7.1%", "-1.6%"])
+
+enrollmentSection = SectionBlock([enrollmentSecItem])
+enrollmentSecItem = SectionItem("sec_enroll", "1. Total Enrollment Trend (5-Year Historical)", [enrollmentChart])
+enrollmentChart = LineChart(["2019-20", "2020-21", "2021-22", "2022-23", "2023-24"], [enrollmentSeries], "natural", "Academic Year", "Enrolled Students")
+enrollmentSeries = Series("Total Headcount", [10800, 11200, 11650, 12100, 12850])
+
+appWaitlistSection = SectionBlock([appWaitlistSecItem])
+appWaitlistSecItem = SectionItem("sec_app_wait", "2 & 14. Applications & Waitlisted Students by Program", [appWaitlistChart])
+appWaitlistChart = BarChart(["Computer Science", "Business Admin", "Mechanical Eng", "Nursing", "Psychology", "Data Science"], [appSeries, waitlistSeries], "grouped", "Program", "Count")
+appSeries = Series("2. Applications", [3400, 2800, 2100, 1950, 1800, 1600])
+waitlistSeries = Series("14. Waitlisted Students", [420, 310, 210, 180, 140, 230])
+
+courseHousingSection = SectionBlock([courseHousingSecItem])
+courseHousingSecItem = SectionItem("sec_course_house", "5. Course Offering Capacity & Capacity Utilization", [courseTable])
+courseTable = Table([courseCodeCol, courseNameCol, capCol, enrolledCol, fillRateCol])
+courseCodeCol = Col("Course Code", ["CS-101", "BUS-201", "ENG-105", "BIO-301", "PSY-110", "DS-501"])
+courseNameCol = Col("Course Name", ["Intro to Computer Science", "Principles of Management", "Calculus I", "Cell Biology & Lab", "Intro to Psychology", "Applied Machine Learning"])
+capCol = Col("Total Seats", [300, 200, 150, 120, 250, 80])
+enrolledCol = Col("Enrolled", [295, 194, 148, 102, 245, 80])
+fillRateCol = Col("Fill Rate (%)", ["98.3% (Full)", "97.0% (Full)", "98.7% (Full)", "85.0% (Open)", "98.0% (Full)", "100.0% (At Capacity)"])
+
+facultyRiskSection = SectionBlock([facRiskSecItem])
+facRiskSecItem = SectionItem("sec_fac_risk", "6 & 7. Faculty Teaching Load & Students at Academic Risk", [facultyRiskTable])
+facultyRiskTable = Table([deptNameCol, facultyCountCol, avgLoadCol, totalStudentsCol, riskCountCol, riskPctCol])
+deptNameCol = Col("Department", ["Computer Science", "Business Admin", "Engineering", "Biological Sciences", "Humanities"])
+facultyCountCol = Col("6. Faculty Count", [42, 35, 38, 28, 45])
+avgLoadCol = Col("6. Avg Teaching Load", ["3.8 Courses/Yr", "3.5 Courses/Yr", "3.2 Courses/Yr", "3.0 Courses/Yr", "4.1 Courses/Yr"])
+totalStudentsCol = Col("Total Enrolled", [3200, 2600, 2100, 1750, 2200])
+riskCountCol = Col("7. Students at Risk", [112, 84, 52, 61, 48])
+riskPctCol = Col("At Risk Rate (%)", ["3.5%", "3.2%", "2.5%", "3.5%", "2.2%"])
+
+financeEventsSection = SectionBlock([finEventSecItem])
+finEventSecItem = SectionItem("sec_fin_event", "10. Campus Events Scheduled This Month", [eventsList])
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Spring Career & Internship Fair", "Oct 12 • Student Union Ballroom • Expected: 1,200 attendees", null, "View Details")
+event2 = ListItem("Annual Trustee & Alumni Gala", "Oct 18 • Alumni Center Main Hall • Expected: 350 attendees", null, "View Details")
+event3 = ListItem("Undergraduate Research Symposium", "Oct 24 • Science & Tech Building • 85 Presentations", null, "View Details")
+event4 = ListItem("Mid-Term Academic Advisory Townhall", "Oct 29 • Campus Auditorium & Streamed • Open to All", null, "View Details")
+
+alumniSection = SectionBlock([alumniSecItem])
+alumniSecItem = SectionItem("sec_alumni", "11. Alumni Giving & Donations over Past 4 Years", [alumniChart])
+alumniChart = AreaChart(["2020-21", "2021-22", "2022-23", "2023-24"], [alumniSeries], "natural", "Fiscal Year", "Total Donations ($)")
+alumniSeries = Series("Alumni Contributions ($M)", [8.4, 9.1, 11.5, 14.2])
+
+adminActions = SectionBlock([actionSecItem])
+actionSecItem = SectionItem("sec_actions", "15 & 16. Administrative Actions & Controls", [actionTabs])
+
+actionTabs = Tabs([courseApproveTab, msgGroupTab])
+
+courseApproveTab = TabItem("tab_course", "15. Approve New Course Proposals", [courseApproveForm])
+courseApproveForm = Form("course-approval-form", courseApproveButtons, [courseCodeField, courseTitleField, deptSelectField, instructorField, descField])
+courseCodeField = FormControl("Course Code", courseCodeInput)
+courseCodeInput = Input("course_code", "e.g. CS-495")
+courseTitleField = FormControl("Course Title", courseTitleInput)
+courseTitleInput = Input("course_title", "e.g. Quantum Computing Fundamentals")
+deptSelectField = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("course_dept", [cDept1, cDept2, cDept3], "Select Department")
+cDept1 = SelectItem("cs", "Computer Science")
+cDept2 = SelectItem("eng", "Engineering")
+cDept3 = SelectItem("bus", "Business")
+instructorField = FormControl("Lead Instructor", instructorInput)
+instructorInput = Input("instructor_name", "e.g. Dr. Alan Turing")
+descField = FormControl("Course Syllabus Summary", descArea)
+descArea = TextArea("course_desc", "Enter course overview, prerequisites, and learning objectives...", 3)
+courseApproveButtons = Buttons([approveBtn, rejectBtn])
+approveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Revision", null, "tertiary")
+
+msgGroupTab = TabItem("tab_msg", "16. Broadcast Message to Student Group", [msgGroupForm])
+msgGroupForm = Form("student-msg-form", msgButtons, [targetGroupField, msgSubjectField, msgBodyField, channelField])
+targetGroupField = FormControl("Target Student Group", groupSelect)
+groupSelect = Select("target_group", [grp1, grp2, grp3, grp4], "Select Recipient Group")
+grp1 = SelectItem("at_risk", "7. Academic Risk Students (GPA < 2.0)")
+grp2 = SelectItem("waitlist", "14. Program Waitlisted Applicants")
+grp3 = SelectItem("seniors", "Graduating Seniors (Class of 2024)")
+grp4 = SelectItem("housing", "9. Campus Housing Residents")
+msgSubjectField = FormControl("Message Subject", subjectInput)
+subjectInput = Input("msg_subject", "e.g. Important Notice: Academic Advising & Support Resources")
+msgBodyField = FormControl("Message Content", bodyArea)
+bodyArea = TextArea("msg_body", "Write your broadcast message here...", 4)
+channelField = FormControl("Delivery Channels", channelCheck)
+channelCheck = CheckBoxGroup("channels", [chkEmail, chkSMS, chkPortal])
+chkEmail = CheckBoxItem("University Email", "Send to official student email address", "email", true)
+chkSMS = CheckBoxItem("SMS Alert", "Send urgent text notification to mobile phone", "sms")
+chkPortal = CheckBoxItem("Student Portal Notification", "Display banner in student dashboard", "portal", true)
+msgButtons = Buttons([sendMsgBtn])
+sendMsgBtn = Button("Send Broadcast Message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r3.txt
new file mode 100644
index 000000000..987964af3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r3.txt
@@ -0,0 +1,109 @@
+root = Card([header, deptFilter, summaryMetrics, yearCompare, enrollmentTrend, scholarshipProgress, programSection, courseSection, facultyLoad, riskSection, eventsSection, alumniTrend, actionSection, followUp])
+
+header = CardHeader("University Executive Dashboard", "Fall 2024 Institutional Performance & Operations Overview")
+
+deptFilter = Form("dept_filter_form", filterButtons, [deptControl])
+deptControl = FormControl("Department Focus", deptSelect, "Select a department to filter institutional data")
+deptSelect = Select("department", [deptAll, deptCS, deptBus, deptEng, deptHealth, deptArts], "All Departments")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science & IT")
+deptBus = SelectItem("bus", "Business Administration")
+deptEng = SelectItem("eng", "Engineering & Tech")
+deptHealth = SelectItem("health", "Health Sciences")
+deptArts = SelectItem("arts", "Arts & Humanities")
+filterButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply Focus", null, "primary", "normal", "small")
+resetFilterBtn = Button("Reset Filter", null, "tertiary", "normal", "small")
+
+summaryMetrics = Table([metricCol, valueCol, detailCol])
+metricCol = Col("KPI Metric", ["Total Enrollment", "Acceptance Rate", "YTD Tuition Revenue", "Housing Occupancy Rate", "Scholarship Budget Used"])
+valueCol = Col("Current Value", ["14,250", "32.4%", "$84.2M", "94.6%", "$18.2M / $22.0M"])
+detailCol = Col("Status / Change", ["+12.6% over 5 yrs", "-2.1% (More Selective)", "95.6% of Annual Goal", "3,311 / 3,500 Beds Filled", "82.7% Allocated"])
+
+yearCompare = Callout("info", "Semester Comparison (Fall 2024 vs. Fall 2023)", "Total Enrollment is up 3.2% (14,250 vs 13,808). Tuition Revenue increased by 4.8% ($84.2M vs $80.3M). Retention Rate improved from 88.1% to 89.5%. Average Course Fullness increased from 83% to 87%.")
+
+enrollmentTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollmentSeries], "natural", "Academic Year", "Total Enrolled Students")
+enrollmentSeries = Series("Total Enrollment", [12650, 12900, 13350, 13808, 14250])
+
+scholarshipProgress = Progress(82.7, "Scholarship Budget Spent ($18.2M of $22.0M Total Allocated)")
+
+programSection = SectionBlock([programSecItem], false)
+programSecItem = SectionItem("programs", "Applications & Waitlists by Program", [programTable])
+programTable = Table([progCol, appCol, accRateCol, waitCol])
+progCol = Col("Program Name", ["Computer Science", "Business Administration", "Mechanical Engineering", "Nursing & Health", "Arts & Design", "Data Science"])
+appCol = Col("Applications", [4120, 3450, 2890, 2100, 1450, 1850])
+accRateCol = Col("Acceptance Rate", ["24.5%", "31.0%", "28.2%", "35.1%", "42.0%", "26.8%"])
+waitCol = Col("Waitlisted Students", [340, 215, 180, 95, 42, 128])
+
+courseSection = SectionBlock([courseSecItem], false)
+courseSecItem = SectionItem("courses", "Course Capacity & Fill Rates", [courseTable])
+courseTable = Table([courseCodeCol, courseNameCol, capCol, enrolledCol, fillRateCol])
+courseCodeCol = Col("Course Code", ["CS-101", "BUS-210", "ENG-301", "NURS-110", "DATA-200", "ART-105"])
+courseNameCol = Col("Course Name", ["Intro to Computer Science", "Financial Accounting", "Thermodynamics", "Anatomy & Physiology", "Python for Analytics", "Studio Art Foundations"])
+capCol = Col("Capacity", [250, 180, 120, 150, 100, 30])
+enrolledCol = Col("Enrolled", [248, 175, 108, 142, 98, 30])
+fillRateCol = Col("Fullness", ["99.2%", "97.2%", "90.0%", "94.7%", "98.0%", "100.0%"])
+
+facultyLoad = HorizontalBarChart(["Dr. Aris Thorne (CS)", "Prof. Elena Rostova (Bus)", "Dr. Marcus Vance (Eng)", "Dr. Sarah Lin (Health)", "Prof. David Miller (Arts)"], [teachingHoursSeries, researchHoursSeries], "stacked", "Faculty Member", "Hours / Week")
+teachingHoursSeries = Series("Teaching Load (Hrs/Wk)", [12, 15, 9, 14, 16])
+researchHoursSeries = Series("Research & Admin (Hrs/Wk)", [18, 10, 22, 12, 8])
+
+riskSection = SectionBlock([riskSecItem], false)
+riskSecItem = SectionItem("academic_risk", "Students at Academic Risk (GPA < 2.0 or Attendance < 75%)", [riskTable])
+riskTable = Table([studentIdCol, studentNameCol, riskProgCol, gpaCol, attendCol, statusCol])
+studentIdCol = Col("Student ID", ["STU-8821", "STU-9402", "STU-7119", "STU-6033", "STU-5192"])
+studentNameCol = Col("Student Name", ["Jordan Hayes", "Maya Lin", "Liam O'Connor", "Devon Brooks", "Sofia Chen"])
+riskProgCol = Col("Program", ["Computer Science", "Business Admin", "Mechanical Eng", "Nursing", "Arts & Design"])
+gpaCol = Col("Current GPA", [1.82, 1.95, 1.74, 1.88, 1.91])
+attendCol = Col("Attendance Rate", ["71%", "68%", "80%", "74%", "62%"])
+statusCol = Col("Intervention Status", ["Advisor Assigned", "Pending Review", "Tutoring Active", "Advisor Assigned", "Contact Requested"])
+
+eventsSection = SectionBlock([eventsSecItem], false)
+eventsSecItem = SectionItem("campus_events", "Campus Events This Month", [eventsList])
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Fall Career & Internship Fair", "Oct 12 | Student Union Center | Expected Attendance: 2,500+")
+event2 = ListItem("Homecoming Weekend & Parade", "Oct 18-20 | Main Campus Quad | Alumni & Student Event")
+event3 = ListItem("President's Lecture on AI Ethics", "Oct 24 | Alumni Auditorium | Guest Speaker: Dr. V. Patel")
+event4 = ListItem("Midterm Wellness & Study Fest", "Oct 28 | Campus Library | Hosted by Student Affairs")
+
+alumniTrend = BarChart(["2021", "2022", "2023", "2024"], [alumniSeries], "grouped", "Fiscal Year", "Giving Amount ($ Millions)")
+alumniSeries = Series("Alumni Contributions ($M)", [12.4, 14.1, 15.8, 18.5])
+
+actionSection = Tabs([courseApprovalTab, studentMsgTab])
+
+courseApprovalTab = TabItem("approve_course", "Approve New Course Proposal", [courseForm])
+courseForm = Form("course_approval_form", courseApproveButtons, [propCodeControl, propTitleControl, propDeptControl, propCreditsControl, propDescControl])
+propCodeControl = FormControl("Course Code Proposal", propCodeInput)
+propCodeInput = Input("prop_code", "CS-485")
+propTitleControl = FormControl("Course Title", propTitleInput)
+propTitleInput = Input("prop_title", "Advanced Machine Learning Systems")
+propDeptControl = FormControl("Department", propDeptSelect)
+propDeptSelect = Select("prop_dept", [deptCS, deptEng, deptBus], "Computer Science & IT")
+propCreditsControl = FormControl("Credit Hours", propCreditsInput)
+propCreditsInput = Input("prop_credits", "4", "number")
+propDescControl = FormControl("Syllabus Summary & Rationale", propDescArea)
+propDescArea = TextArea("prop_desc", "Covers deep learning architectures, distributed training, and production deployment...", 3)
+courseApproveButtons = Buttons([approveBtn, rejectBtn])
+approveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Revisions", null, "secondary")
+
+studentMsgTab = TabItem("send_message", "Send Group Student Message", [msgForm])
+msgForm = Form("student_msg_form", msgButtons, [groupTargetControl, msgSubjectControl, msgBodyControl])
+groupTargetControl = FormControl("Target Student Group", groupSelect)
+groupSelect = Select("target_group", [grpRisk, grpWaitlist, grpSeniors, grpHonors], "Select target audience...")
+grpRisk = SelectItem("risk", "Students at Academic Risk")
+grpWaitlist = SelectItem("waitlist", "All Waitlisted Applicants")
+grpSeniors = SelectItem("seniors", "Graduating Seniors (Class of 2025)")
+grpHonors = SelectItem("honors", "Dean's List / Honors Program")
+msgSubjectControl = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("msg_subject", "Important Notice Regarding Academic Support & Deadlines")
+msgBodyControl = FormControl("Message Body", msgBodyArea)
+msgBodyArea = TextArea("msg_body", "Dear Student,\n\nWe are reaching out to inform you about upcoming academic support resources...", 4)
+msgButtons = Buttons([sendMsgBtn, draftMsgBtn])
+sendMsgBtn = Button("Broadcast Message", null, "primary")
+draftMsgBtn = Button("Save as Draft", null, "tertiary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Filter entire dashboard for Computer Science")
+f2 = FollowUpItem("Export Academic Risk list to CSV")
+f3 = FollowUpItem("View detailed breakdown of Housing Occupancy by dorm")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/gemini/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r4.txt
new file mode 100644
index 000000000..c4283f65b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/gemini/openui__b5-university__r4.txt
@@ -0,0 +1,150 @@
+root = Card([header, filterSection, kpiGroup1, kpiGroup2, mainTabs, actionSection, followUp])
+
+header = CardHeader("University Administrator Dashboard", "Academic Year 2023-2024 Overview & Operations")
+
+filterSection = Card([deptForm], "sunk", "row", "m", "center", "between")
+deptForm = Form("dept-filter", filterButtons, [deptField])
+deptField = FormControl("Focus Department", deptSelect)
+deptSelect = Select("department", [deptAll, deptCS, deptEng, deptBus, deptArts], "All Departments")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptEng = SelectItem("eng", "Engineering")
+deptBus = SelectItem("bus", "Business School")
+deptArts = SelectItem("arts", "Arts & Humanities")
+filterButtons = Buttons([filterBtn])
+filterBtn = Button("Apply Filter", null, "secondary", "normal", "small")
+
+kpiGroup1 = Card([tuitionKpi, scholarshipKpi, housingKpi, semesterKpi], "clear", "row", "m")
+
+tuitionKpi = Card([tuitionTitle, tuitionValue, tuitionBadge], "card", "column", "xs")
+tuitionTitle = TextContent("Tuition Revenue (YTD)", "small-heavy")
+tuitionValue = Heading("$42.8M", "h2")
+tuitionBadge = Badge("+5.2% vs target", "default")
+
+scholarshipKpi = Card([scholarTitle, scholarValue, scholarProgress], "card", "column", "xs")
+scholarTitle = TextContent("Scholarship Budget Used", "small-heavy")
+scholarValue = Heading("$12.4M / $15.0M", "h3")
+scholarProgress = Progress(82.6, "82.6% Allocated")
+
+housingKpi = Card([housingTitle, housingValue, housingProgress], "card", "column", "xs")
+housingTitle = TextContent("Housing Occupancy", "small-heavy")
+housingValue = Heading("94.2%", "h2")
+housingProgress = Progress(94.2, "3,297 / 3,500 Beds")
+
+semesterKpi = Card([semTitle, semValue, semComp], "card", "column", "xs")
+semTitle = TextContent("Semester Comparison", "small-heavy")
+semValue = Heading("14,250 Enrolled", "h3")
+semComp = TextContent("Spring 2024 vs Fall 2023: +2.1% active student growth", "small")
+
+kpiGroup2 = Card([enrollmentCard, acceptanceCard], "clear", "row", "m")
+
+enrollmentCard = Card([enrollHeader, enrollmentChart], "card", "column", "m")
+enrollHeader = CardHeader("5-Year Total Enrollment Trend", "2019 - 2024 Total Student Body")
+enrollmentChart = LineChart(["2019", "2020", "2021", "2022", "2023"], [enrollSeries], "natural", "Academic Year", "Students")
+enrollSeries = Series("Total Enrollment", [12800, 13100, 13450, 13900, 14250])
+
+acceptanceCard = Card([acceptHeader, acceptChart], "card", "column", "m")
+acceptHeader = CardHeader("Acceptance Rate & Admissions", "Overall vs Targeted Yield")
+acceptChart = BarChart(["2020", "2021", "2022", "2023"], [appsSeries, admitsSeries], "grouped", "Year", "Applicants")
+appsSeries = Series("Applications", [18500, 19200, 20400, 21800])
+admitsSeries = Series("Admitted", [7400, 7296, 7344, 7412])
+
+mainTabs = Tabs([academicsTab, facultyTab, campusLifeTab])
+
+academicsTab = TabItem("academics", "Academics & Admissions", [academicsGrid])
+academicsGrid = Card([programTableCard, riskCard], "clear", "column", "m")
+
+programTableCard = Card([programHeader, programTable], "card")
+programHeader = CardHeader("Program Applications & Waitlists", "Current Application Cycle Status")
+programTable = Table([progCol, appCol, waitCol, capCol])
+progCol = Col("Program", ["Computer Science", "Mechanical Eng", "Business Admin", "Biology", "Psychology"])
+appCol = Col("Applications", [4200, 3100, 3800, 2900, 2400], "number")
+waitCol = Col("Waitlisted", [340, 210, 280, 150, 110], "number")
+capCol = Col("Capacity Status", ["Over Capacity", "Near Capacity", "At Capacity", "Open", "Open"], "string")
+
+riskCard = Card([riskHeader, riskAlert, riskTable], "card")
+riskHeader = CardHeader("Students at Academic Risk", "Requires Immediate Intervention")
+riskAlert = Alert("Intervention Required", "24 students currently flagged with GPA below 2.0 or multiple absences.", "warning")
+riskTable = Table([riskNameCol, riskIdCol, riskDeptCol, riskGpaCol, riskActionCol])
+riskNameCol = Col("Student Name", ["Alex Mercer", "Jordan Lee", "Taylor Swift", "Morgan Reed"])
+riskIdCol = Col("ID", ["STU-8821", "STU-9043", "STU-4412", "STU-7301"])
+riskDeptCol = Col("Department", ["Computer Science", "Business", "Engineering", "Arts"])
+riskGpaCol = Col("GPA", [1.82, 1.91, 1.75, 1.88], "number")
+riskActionCol = Col("Status", ["Advisor Notified", "Meeting Scheduled", "Pending Contact", "In Review"], "action")
+
+facultyTab = TabItem("faculty", "Faculty & Courses", [facultyGrid])
+facultyGrid = Card([courseFullnessCard, facultyLoadCard], "clear", "column", "m")
+
+courseFullnessCard = Card([courseHeader, courseTable], "card")
+courseHeader = CardHeader("Course Offering Capacity & Fullness", "Spring Semester Live Enrollment")
+courseTable = Table([courseCodeCol, courseNameCol, courseEnrolledCol, courseCapCol, courseFullnessCol])
+courseCodeCol = Col("Course", ["CS-101", "ENG-202", "BUS-301", "ART-110", "MATH-201"])
+courseNameCol = Col("Title", ["Intro to CS", "Thermodynamics", "Corporate Finance", "Visual Arts", "Linear Algebra"])
+courseEnrolledCol = Col("Enrolled", [250, 120, 180, 45, 195], "number")
+courseCapCol = Col("Cap", [250, 120, 200, 50, 200], "number")
+courseFullnessCol = Col("Fullness", ["100% (Full)", "100% (Full)", "90%", "90%", "97.5%"])
+
+facultyLoadCard = Card([facultyHeader, facultyTable], "card")
+facultyHeader = CardHeader("Teaching Load by Faculty Member", "Assigned Credits & Student Headcount")
+facultyTable = Table([facNameCol, facDeptCol, facCreditsCol, facStudentsCol, facStatusCol])
+facNameCol = Col("Faculty Member", ["Dr. Sarah Jenkins", "Prof. Alan Turing", "Dr. Elena Rostova", "Prof. Marcus Vance"])
+facDeptCol = Col("Department", ["Computer Science", "Computer Science", "Engineering", "Business"])
+facCreditsCol = Col("Credits Taught", [12, 15, 9, 12], "number")
+facStudentsCol = Col("Total Students", [310, 420, 180, 260], "number")
+facStatusCol = Col("Load Status", ["Standard", "High Load", "Under Load", "Standard"])
+
+campusLifeTab = TabItem("campus", "Events & Giving", [campusGrid])
+campusGrid = Card([eventsCard, givingCard], "clear", "column", "m")
+
+eventsCard = Card([eventsHeader, eventsList], "card")
+eventsHeader = CardHeader("Campus Events This Month", "Upcoming Major University Events")
+eventsList = ListBlock([event1, event2, event3])
+event1 = ListItem("Annual Tech Symposium", "March 15 • Grand Hall • 1,200 Expected RSVP")
+event2 = ListItem("Alumni Networking Gala", "March 22 • University Center • 450 Attendees")
+event3 = ListItem("Spring Career Fair", "March 28 • Recreation Center • 85 Companies")
+
+givingCard = Card([givingHeader, givingChart], "card")
+givingHeader = CardHeader("Alumni Giving (Past 4 Years)", "Total Contributions & Endowment Support")
+givingChart = BarChart(["2020", "2021", "2022", "2023"], [givingSeries], "grouped", "Year", "USD (Millions)")
+givingSeries = Series("Alumni Contributions ($M)", [8.4, 9.1, 11.3, 13.8])
+
+actionSection = Card([actionHeader, actionGrid], "card", "column", "m")
+actionHeader = CardHeader("Administrative Actions", "Course Approvals and Student Communications")
+actionGrid = Card([approveDrawer, messageDrawer], "clear", "row", "m")
+
+approveDrawer = DrawerBlock("Approve New Course Proposal", "Course Approval Workflow", "Review and formally approve pending course proposals.", approveForm)
+approveForm = Form("approve-course-form", approveButtons, [courseCodeField, courseTitleField, deptApprovalField, syllabusField])
+courseCodeField = FormControl("Proposed Course Code", courseCodeInput)
+courseCodeInput = Input("course_code", "CS-495")
+courseTitleField = FormControl("Course Title", courseTitleInput)
+courseTitleInput = Input("course_title", "Advanced Artificial Intelligence & Ethics")
+deptApprovalField = FormControl("Department Recommendation", deptRadio)
+deptRadio = RadioGroup("dept_rec", [recApproved, recPending])
+recApproved = RadioItem("Approved by Dept Chair", "Passed faculty review on Feb 10", "approved")
+recPending = RadioItem("Conditional Approval", "Pending minor syllabus adjustments", "conditional")
+syllabusField = FormControl("Admin Approval Notes", syllabusArea)
+syllabusArea = TextArea("admin_notes", "Syllabus meets university rigor standards. Budget allocated.")
+approveButtons = Buttons([confirmApproveBtn, rejectBtn])
+confirmApproveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Send Back for Revision", null, "tertiary")
+
+messageDrawer = DrawerBlock("Send Message to Student Group", "Group Communication Center", "Broadcast official announcements or alerts to specific cohorts.", messageForm)
+messageForm = Form("broadcast-form", messageButtons, [groupField, subjectField, messageBodyField])
+groupField = FormControl("Target Student Group", groupSelect)
+groupSelect = Select("target_group", [groupAll, groupRisk, groupGrads, groupHousing], "Select cohort...")
+groupAll = SelectItem("all", "All Enrolled Students")
+groupRisk = SelectItem("academic_risk", "Students at Academic Risk (GPA < 2.0)")
+groupGrads = SelectItem("graduating", "Graduating Seniors (Class of 2024)")
+groupHousing = SelectItem("on_campus", "On-Campus Residents")
+subjectField = FormControl("Subject Line", subjectInput)
+subjectInput = Input("msg_subject", "Important Academic Support Update")
+messageBodyField = FormControl("Message Body", messageBodyArea)
+messageBodyArea = TextArea("msg_body", "Dear Student,\n\nWe are writing to remind you of available academic advising and tutoring services...")
+messageButtons = Buttons([sendMessageBtn, draftBtn])
+sendMessageBtn = Button("Send Broadcast", null, "primary")
+draftBtn = Button("Save Draft", null, "secondary")
+
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show detailed budget breakdown for scholarship funds")
+f2 = FollowUpItem("Export academic risk student list to CSV")
+f3 = FollowUpItem("View individual faculty schedule details")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..0be826fc9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,88 @@
+Here's a clean invoice view for the client:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Freelance Invoicing"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "sep1", "amountLabel", "amountDue", "dueDateRow", "sep2", "payButton", "note"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2025-041",
+          "subtitle": "From: Jordan Lee — Freelance Design Services"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "amountLabel",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small"
+        },
+        {
+          "id": "amountDue",
+          "component": "TextContent",
+          "text": "**$1,850.00 USD**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "dueDateRow",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Due Date",
+          "description": "Payment is due by March 15, 2025."
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "payButton",
+          "component": "Button",
+          "label": "Pay Now — $1,850.00 USD",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"event": "pay_invoice", "invoiceId": "INV-2025-041", "amount": 1850.00, "currency": "USD"}]
+        },
+        {
+          "id": "note",
+          "component": "TextContent",
+          "text": "Secure payment via card or bank transfer. A receipt will be emailed after payment.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This invoice screen covers all three requirements:
+
+1. **Amount due & currency** — prominently displayed as **$1,850.00 USD** in large, heavy text.
+2. **Due date** — highlighted in a warning callout: March 15, 2025.
+3. **Pay now** — a large primary "Pay Now" button that triggers a payment action with the invoice details.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..b59d425c2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,44 @@
+Here's a clean invoice view for your client covering all three requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "invoice-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Freelance Invoicing" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "invoice-view",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "l", "children": ["header", "sep1", "amountSection", "dueSection", "sep2", "payButtons"] },
+      { "id": "header", "component": "CardHeader", "title": "Invoice #INV-2024-042", "subtitle": "From: Jordan Lee Design — Web Design & Development Services" },
+      { "id": "sep1", "component": "Separator", "orientation": "horizontal" },
+      { "id": "amountSection", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["amountLabel", "amountValue", "amountTag"] },
+      { "id": "amountLabel", "component": "TextContent", "text": "**Amount Due**", "size": "small-heavy" },
+      { "id": "amountValue", "component": "TextContent", "text": "$2,450.00 USD", "size": "large-heavy" },
+      { "id": "amountTag", "component": "Tag", "text": "Outstanding", "variant": "warning", "size": "sm" },
+      { "id": "dueSection", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "center", "children": ["dueLabel", "dueValue", "dueBadge"] },
+      { "id": "dueLabel", "component": "TextContent", "text": "**Due Date:**", "size": "default" },
+      { "id": "dueValue", "component": "TextContent", "text": "March 15, 2025", "size": "default" },
+      { "id": "dueBadge", "component": "Badge", "text": "12 days remaining", "variant": "secondary" },
+      { "id": "sep2", "component": "Separator", "orientation": "horizontal" },
+      { "id": "payButtons", "component": "Buttons", "direction": "row", "buttons": ["payNowBtn", "downloadBtn"] },
+      { "id": "payNowBtn", "component": "Button", "label": "Pay Now — $2,450.00", "variant": "primary", "size": "large", "action": [{ "name": "pay_invoice", "invoiceId": "INV-2024-042", "amount": 2450.00, "currency": "USD" }] },
+      { "id": "downloadBtn", "component": "Button", "label": "Download PDF", "variant": "secondary", "size": "large", "action": [{ "name": "download_invoice", "invoiceId": "INV-2024-042" }] }
+    ]
+  }
+}
+</a2ui-json>
+
+This invoice screen covers all three requirements:
+
+1. **Amount due & currency** — prominently displayed as **$2,450.00 USD** in a highlighted sunk card with an "Outstanding" status tag.
+2. **Due date** — shown as **March 15, 2025**, with a helpful badge indicating 12 days remaining.
+3. **Pay now** — a large primary **"Pay Now"** button that triggers a payment action carrying the invoice ID, amount, and currency, plus a secondary option to download the invoice PDF.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..cb92696f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,87 @@
+Here's a clean, single-screen invoice view for the client:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "invoice-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Freelancer Invoicing"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "invoice-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "statusRow", "separator1", "amountSection", "dueDateSection", "separator2", "payButton", "note"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Invoice #INV-2025-041",
+        "subtitle": "From: Jordan Lee — Freelance Design Services"
+      },
+      {
+        "id": "statusRow",
+        "component": "TagBlock",
+        "tags": ["Awaiting Payment", "Issued Oct 28, 2025"]
+      },
+      {
+        "id": "separator1",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "amountSection",
+        "component": "TextContent",
+        "text": "## Amount Due: **$2,400.00 USD**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "dueDateSection",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Due Date: November 15, 2025",
+        "description": "Please complete payment by this date to avoid a 5% late fee."
+      },
+      {
+        "id": "separator2",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "payButton",
+        "component": "Button",
+        "label": "Pay Now — $2,400.00 USD",
+        "variant": "primary",
+        "size": "large",
+        "action": [{"name": "pay_invoice", "invoiceId": "INV-2025-041", "amount": 2400.00, "currency": "USD"}]
+      },
+      {
+        "id": "note",
+        "component": "TextContent",
+        "text": "Secure payment via card or bank transfer. A receipt will be emailed to you after payment.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This covers all three requirements:
+1. **Amount due & currency** — displayed prominently as $2,400.00 USD
+2. **Due date** — highlighted in a warning callout (November 15, 2025) with a late-fee note
+3. **Pay now** — a large primary "Pay Now" button wired to a payment action
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..ab4bb162b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,34 @@
+Here's a clean client-facing invoice view covering all three requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"invoice-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Freelance Invoicing"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"invoice-view","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","sep1","amountCard","detailsCard","payButtons","note"]},
+{"id":"header","component":"CardHeader","title":"Invoice #INV-2024-087","subtitle":"From: Jordan Lee Design Studio — To: Acme Corp"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"amountCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","align":"center","children":["amountLabel","amountValue","statusBadge"]},
+{"id":"amountLabel","component":"TextContent","text":"Amount Due","size":"small"},
+{"id":"amountValue","component":"TextContent","text":"$2,450.00 USD","size":"large-heavy"},
+{"id":"statusBadge","component":"Badge","text":"Unpaid","variant":"destructive"},
+{"id":"detailsCard","component":"Card","variant":"clear","direction":"column","gap":"s","children":["dueDateRow","issuedRow","descText"]},
+{"id":"dueDateRow","component":"TextContent","text":"**Due Date:** March 15, 2025 (in 12 days)","size":"default"},
+{"id":"issuedRow","component":"TextContent","text":"**Issued:** March 1, 2025  •  **Terms:** Net 14","size":"small"},
+{"id":"descText","component":"TextContent","text":"**Services:** Website redesign — milestone 2 of 3 (UI mockups & responsive front-end delivery)","size":"small"},
+{"id":"payButtons","component":"Buttons","direction":"column","buttons":["payNowBtn","cardBtn","bankBtn"]},
+{"id":"payNowBtn","component":"Button","label":"Pay Now — $2,450.00 USD","variant":"primary","size":"large","action":[{"type":"openUrl","url":"https://pay.example.com/inv-2024-087"}]},
+{"id":"cardBtn","component":"Button","label":"Pay with Card","variant":"secondary","action":[{"type":"openUrl","url":"https://pay.example.com/inv-2024-087/card"}]},
+{"id":"bankBtn","component":"Button","label":"Pay via Bank Transfer","variant":"tertiary","action":[{"type":"openUrl","url":"https://pay.example.com/inv-2024-087/bank"}]},
+{"id":"note","component":"TextCallout","variant":"info","title":"Late payments","description":"A 1.5% monthly late fee applies after the due date. Questions? Reply to this invoice or email billing@jordanlee.design."}
+]}}
+</a2ui-json>
+
+This screen covers each requirement:
+
+1. **Amount due and currency** — prominently displayed as "$2,450.00 USD" in large-heavy text with an "Unpaid" status badge.
+2. **Due date** — shown clearly ("March 15, 2025") along with issue date and payment terms.
+3. **Pay now** — a primary "Pay Now" button plus secondary card and bank transfer options.
+
+Want me to add an itemized line-item table, a PDF download button, or a payment history section?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..7fe2122f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,16 @@
+Here's a quick view of what's next on your calendar:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-meeting","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Calendar Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting","components":[{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","time","sep","attendingLabel","attendees","joinButtons"]},{"id":"header","component":"CardHeader","title":"Product Design Sync","subtitle":"Next meeting"},{"id":"time","component":"TextContent","text":"**Starts at 2:30 PM** · Today · 45 minutes","size":"large"},{"id":"sep","component":"Separator","orientation":"horizontal"},{"id":"attendingLabel","component":"TextContent","text":"**Attendees (4)**","size":"small-heavy"},{"id":"attendees","component":"ListBlock","variant":"image","items":["a1","a2","a3","a4"]},{"id":"a1","component":"ListItem","title":"Sarah Chen","subtitle":"Product Manager · Organizer"},{"id":"a2","component":"ListItem","title":"Marcus Rivera","subtitle":"Lead Designer"},{"id":"a3","component":"ListItem","title":"Priya Patel","subtitle":"Frontend Engineer"},{"id":"a4","component":"ListItem","title":"You","subtitle":"Accepted"},{"id":"joinButtons","component":"Buttons","buttons":["joinBtn","detailsBtn"]},{"id":"joinBtn","component":"Button","label":"Join Video Call","variant":"primary","action":[{"call":"openUrl","args":{"url":"https://meet.example.com/product-design-sync"}}]},{"id":"detailsBtn","component":"Button","label":"View in Calendar","variant":"secondary","action":[{"call":"openUrl","args":{"url":"https://calendar.example.com/event/12345"}}]}]}}
+</a2ui-json>
+
+This covers all three items:
+1. **Title & start time** — "Product Design Sync" starting at 2:30 PM today (45 min)
+2. **Attendees** — Sarah Chen, Marcus Rivera, Priya Patel, and you
+3. **Join the call** — A prominent "Join Video Call" button, plus a link to view the full event
+
+Want me to adjust the meeting details, add a reminder option, or show the agenda?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..3653ff27e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,29 @@
+Here's a quick view of your next calendar event:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-meeting","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Calendar Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","timeRow","sep1","attendeesLabel","attendees","sep2","joinButtons"]},
+{"id":"header","component":"CardHeader","title":"Product Roadmap Sync","subtitle":"Next meeting · Today"},
+{"id":"timeRow","component":"TextContent","text":"**Starts at 2:30 PM** (in 25 minutes) · 45 min · Google Meet","size":"large"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"attendeesLabel","component":"TextContent","text":"**Attending (4)**","size":"small-heavy"},
+{"id":"attendees","component":"ListBlock","variant":"image","items":["att1","att2","att3","att4"]},
+{"id":"att1","component":"ListItem","title":"Sarah Chen","subtitle":"Product Manager · Organizer"},
+{"id":"att2","component":"ListItem","title":"Marcus Lee","subtitle":"Engineering Lead"},
+{"id":"att3","component":"ListItem","title":"Priya Nair","subtitle":"Design"},
+{"id":"att4","component":"ListItem","title":"You","subtitle":"Accepted"},
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+{"id":"joinButtons","component":"Buttons","direction":"row","buttons":["joinBtn","detailsBtn"]},
+{"id":"joinBtn","component":"Button","label":"Join the call","variant":"primary","size":"large","action":["join_meeting"]},
+{"id":"detailsBtn","component":"Button","label":"View details","variant":"secondary","size":"large","action":["view_details"]}
+]}}
+</a2ui-json>
+
+This screen covers all three items:
+1. **Meeting title & start time** — "Product Roadmap Sync" starting at 2:30 PM (in 25 minutes)
+2. **Attendees** — a list of the 4 participants with their roles
+3. **Join the call** — a prominent "Join the call" button (plus a secondary option to view full details)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..9235f84fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,106 @@
+Here's a quick view of your next meeting:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Calendar Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "timeText", "sep1", "attendeesTitle", "attendees", "sep2", "joinBtn"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Next Meeting: Product Design Sync",
+          "subtitle": "Up next on your calendar"
+        },
+        {
+          "id": "timeText",
+          "component": "TextContent",
+          "text": "**Starts today at 2:00 PM** (in 25 minutes) · 45 min duration",
+          "size": "large"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "attendeesTitle",
+          "component": "TextContent",
+          "text": "**Attendees (4)**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "attendees",
+          "component": "ListBlock",
+          "items": ["att1", "att2", "att3", "att4"]
+        },
+        {
+          "id": "att1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Manager · Organizer"
+        },
+        {
+          "id": "att2",
+          "component": "ListItem",
+          "title": "Marcus Lee",
+          "subtitle": "Senior Designer"
+        },
+        {
+          "id": "att3",
+          "component": "ListItem",
+          "title": "Priya Patel",
+          "subtitle": "Engineering Lead"
+        },
+        {
+          "id": "att4",
+          "component": "ListItem",
+          "title": "You",
+          "subtitle": "Accepted"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "joinBtn",
+          "component": "Button",
+          "label": "Join Video Call",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "call": "openUrl",
+              "args": {
+                "url": "https://meet.example.com/product-design-sync"
+              },
+              "returnType": "void"
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three items: the meeting title and start time (2:00 PM today), the attendee list, and a prominent "Join Video Call" button. Want me to add anything else, like the meeting agenda or a reminder option?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..472aff54f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,29 @@
+Here's a quick look at your next calendar event:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-meeting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Calendar Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","timeTag","sep1","attendeesLabel","attendees","sep2","joinButtons"]},
+{"id":"header","component":"CardHeader","title":"Product Roadmap Sync","subtitle":"Your next meeting"},
+{"id":"timeTag","component":"Tag","text":"Today · 2:00 PM – 2:45 PM (starts in 25 min)","icon":"clock","variant":"info","size":"md"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"attendeesLabel","component":"TextContent","text":"**Attending (4)**","size":"small-heavy"},
+{"id":"attendees","component":"ListBlock","variant":"image","items":["att1","att2","att3","att4"]},
+{"id":"att1","component":"ListItem","title":"Sarah Chen","subtitle":"Product Manager · Organizer"},
+{"id":"att2","component":"ListItem","title":"Marcus Webb","subtitle":"Engineering Lead"},
+{"id":"att3","component":"ListItem","title":"Priya Nair","subtitle":"Design"},
+{"id":"att4","component":"ListItem","title":"You","subtitle":"Accepted"},
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+{"id":"joinButtons","component":"Buttons","direction":"row","buttons":["joinBtn","detailsBtn"]},
+{"id":"joinBtn","component":"Button","label":"Join Video Call","variant":"primary","size":"large","action":[{"event":"join_call","url":"https://meet.example.com/roadmap-sync"}]},
+{"id":"detailsBtn","component":"Button","label":"View Details","variant":"secondary","size":"large","action":[{"event":"open_event_details"}]}
+]}}
+</a2ui-json>
+
+This screen covers all three items:
+1. **Title & start time** — "Product Roadmap Sync" today at 2:00 PM, with a countdown hint.
+2. **Attendees** — a list of the four participants with their roles.
+3. **Join the call** — a prominent "Join Video Call" button linked to the meeting URL.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..858a2fba5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,23 @@
+Here's a signup screen for the weekly product newsletter:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"newsletter-signup","catalogId":"thesys.dev:c1-openui"}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"newsletter-signup","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","description","separator","form"]},
+{"id":"header","component":"CardHeader","title":"The Weekly Product Digest","subtitle":"Free. Every Monday morning. No spam."},
+{"id":"description","component":"TextContent","text":"Subscribers get a concise weekly roundup of the best new product launches, feature updates, and practical insights from top product teams — all in a 5-minute read."},
+{"id":"separator","component":"Separator","orientation":"horizontal"},
+{"id":"form","component":"Form","name":"subscribeForm","buttons":"formButtons","fields":["emailControl"]},
+{"id":"emailControl","component":"FormControl","label":"Email address","input":"emailInput","hint":"We'll never share your email. Unsubscribe anytime."},
+{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":[{"required":true},{"format":"email"}]},
+{"id":"formButtons","component":"Buttons","buttons":["subscribeBtn"]},
+{"id":"subscribeBtn","component":"Button","label":"Subscribe","variant":"primary","size":"medium","action":[{"event":"submit","form":"subscribeForm"}]}
+]}}
+</a2ui-json>
+
+This single screen covers both requirements:
+1. **What subscribers get** — a one-sentence description of the weekly roundup content.
+2. **Email entry & subscribe** — a validated email input with a Subscribe button inside a form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..f8819291f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,22 @@
+Here's a signup page for your weekly product newsletter:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"newsletter-signup","catalogId":"thesys.dev:c1-openui"}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"newsletter-signup","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","description","form"]},
+{"id":"header","component":"CardHeader","title":"The Weekly Product Pulse","subtitle":"A newsletter for product builders"},
+{"id":"description","component":"TextContent","text":"Every week, subscribers get a curated digest of the best product thinking — new tools, teardown of standout launches, and one actionable framework you can use right away.","size":"default"},
+{"id":"form","component":"Form","name":"newsletterSignup","fields":["emailControl"],"buttons":"formButtons"},
+{"id":"emailControl","component":"FormControl","label":"Email address","input":"emailInput","hint":"We'll never share your email. Unsubscribe anytime."},
+{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":[{"required":true},{"format":"email"}]},
+{"id":"formButtons","component":"Buttons","buttons":["subscribeBtn"],"direction":"row"},
+{"id":"subscribeBtn","component":"Button","label":"Subscribe","variant":"primary","size":"medium","action":[{"type":"submit"}]}
+]}}
+</a2ui-json>
+
+This covers both requirements:
+1. **What subscribers get** — a one-sentence description of the weekly digest (tools, launch teardowns, actionable frameworks).
+2. **Email entry + subscribe** — a validated email input with a primary Subscribe button, plus a privacy hint.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..8f6dfb0aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,94 @@
+Here's a single-screen signup page for the weekly product newsletter, covering both requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "newsletter-signup",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Product Weekly"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "newsletter-signup",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "description", "separator", "signupForm"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "📬 Product Weekly",
+        "subtitle": "A weekly newsletter for product builders"
+      },
+      {
+        "id": "description",
+        "component": "TextContent",
+        "text": "Subscribers get a concise weekly digest of the best product management insights, new tool launches, and real-world case studies — delivered to your inbox every Monday morning.",
+        "size": "default"
+      },
+      {
+        "id": "separator",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "signupForm",
+        "component": "Form",
+        "name": "newsletterSignup",
+        "fields": ["emailField"],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "emailField",
+        "component": "FormControl",
+        "label": "Email address",
+        "input": "emailInput",
+        "hint": "We'll never share your email. Unsubscribe anytime."
+      },
+      {
+        "id": "emailInput",
+        "component": "Input",
+        "name": "email",
+        "type": "email",
+        "placeholder": "you@example.com",
+        "rules": [
+          { "required": true, "message": "Please enter your email address" },
+          { "type": "email", "message": "Please enter a valid email address" }
+        ]
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["subscribeButton"]
+      },
+      {
+        "id": "subscribeButton",
+        "component": "Button",
+        "label": "Subscribe",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers both numbered items:
+1. **What subscribers get** — the `description` text block explains the weekly digest in one sentence.
+2. **Email entry + subscribe** — the form includes a validated email input and a primary "Subscribe" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..0799c0f4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,93 @@
+Here's a clean signup screen for your weekly product newsletter:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "newsletter-signup",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#6366F1",
+      "agentDisplayName": "Product Weekly"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "newsletter-signup",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["header", "description", "signup-form"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "📬 Product Weekly",
+        "subtitle": "The newsletter for product builders"
+      },
+      {
+        "id": "description",
+        "component": "TextContent",
+        "text": "Every Monday, subscribers get a 5-minute digest of the week's best product launches, growth tactics, and teardown insights from top product teams."
+      },
+      {
+        "id": "signup-form",
+        "component": "Form",
+        "name": "newsletterSignup",
+        "fields": ["email-field"],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "email-field",
+        "component": "FormControl",
+        "label": "Email address",
+        "input": "email-input",
+        "hint": "We send one email per week. No spam, unsubscribe anytime."
+      },
+      {
+        "id": "email-input",
+        "component": "Input",
+        "name": "email",
+        "type": "email",
+        "placeholder": "you@example.com",
+        "rules": [
+          { "required": true, "message": "Please enter your email address" },
+          { "pattern": "^[^@\\s]+@[^@\\s]+\\.[^@\\s]+$", "message": "Please enter a valid email address" }
+        ]
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["subscribe-btn"]
+      },
+      {
+        "id": "subscribe-btn",
+        "component": "Button",
+        "label": "Subscribe",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          {
+            "type": "submitForm",
+            "formName": "newsletterSignup"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+The screen covers both requirements:
+1. **What subscribers get** — a one-sentence description of the weekly digest (launches, tactics, teardowns).
+2. **Email entry + subscribe** — a validated email input with a prominent Subscribe button, plus a reassurance hint about frequency and unsubscribing.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..7f80b1df0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r1.txt
@@ -0,0 +1,45 @@
+Here's a delivery tracking screen covering all three items: current package location, estimated delivery date, and a "Report a Problem" form.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","statusCard","etaCard","steps","sep","reportHeader","reportForm"]},
+{"id":"header","component":"CardHeader","title":"Track Your Delivery","subtitle":"Order #PKG-88412 · Carrier: FastShip Express"},
+{"id":"statusCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["statusBadge","statusText","statusTag"]},
+{"id":"statusBadge","component":"Badge","text":"In Transit","variant":"default"},
+{"id":"statusText","component":"TextContent","text":"**Current location:** Denver Distribution Center, CO — your package departed this facility today at 6:42 AM and is on its way to the next hub.","size":"default"},
+{"id":"statusTag","component":"Tag","text":"Last scanned 2 hours ago","icon":"location","variant":"info"},
+{"id":"etaCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["etaHeader","etaText","etaProgress"]},
+{"id":"etaHeader","component":"CardHeader","title":"Estimated Delivery","subtitle":"Based on current transit progress"},
+{"id":"etaText","component":"TextContent","text":"**Friday, June 14** — expected between 9:00 AM and 5:00 PM.","size":"large-heavy"},
+{"id":"etaProgress","component":"Progress","value":65,"label":"Journey progress: 65%"},
+{"id":"steps","component":"Steps","items":["step1","step2","step3","step4"]},
+{"id":"step1","component":"StepsItem","title":"Order placed","details":"June 9 — Package label created"},
+{"id":"step2","component":"StepsItem","title":"Picked up","details":"June 10 — Collected by FastShip Express"},
+{"id":"step3","component":"StepsItem","title":"In transit","details":"June 12 — Departed Denver Distribution Center, CO"},
+{"id":"step4","component":"StepsItem","title":"Out for delivery","details":"Pending — estimated June 14"},
+{"id":"sep","component":"Separator","orientation":"horizontal"},
+{"id":"reportHeader","component":"CardHeader","title":"Report a Problem","subtitle":"Something wrong with this delivery? Let us know."},
+{"id":"reportForm","component":"Form","name":"reportProblem","fields":["issueControl","detailsControl"],"buttons":"formButtons"},
+{"id":"issueControl","component":"FormControl","label":"What's the issue?","input":"issueSelect","hint":"Choose the option that best describes your problem"},
+{"id":"issueSelect","component":"Select","name":"issueType","placeholder":"Select an issue","items":["issue1","issue2","issue3","issue4"],"rules":[{"required":true}]},
+{"id":"issue1","component":"SelectItem","value":"late","label":"Delivery is late"},
+{"id":"issue2","component":"SelectItem","value":"damaged","label":"Package arrived damaged"},
+{"id":"issue3","component":"SelectItem","value":"missing","label":"Package marked delivered but missing"},
+{"id":"issue4","component":"SelectItem","value":"address","label":"Wrong delivery address"},
+{"id":"detailsControl","component":"FormControl","label":"Additional details","input":"detailsInput"},
+{"id":"detailsInput","component":"TextArea","name":"details","placeholder":"Describe the problem (optional)...","rows":3},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn","contactBtn"]},
+{"id":"submitBtn","component":"Button","label":"Submit Report","variant":"primary","action":[{"event":"submit","form":"reportProblem"}]},
+{"id":"contactBtn","component":"Button","label":"Contact Support","variant":"secondary","action":[{"event":"open","target":"support"}]}
+]}}
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Current location** — A status card shows the package is "In Transit" at the Denver Distribution Center, with a last-scanned timestamp, plus a step-by-step tracking timeline.
+2. **Estimated delivery date** — A dedicated card highlights Friday, June 14 with a delivery window and a 65% journey progress bar.
+3. **Report a problem** — A form with an issue-type dropdown (late, damaged, missing, wrong address), a details field, and Submit / Contact Support buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..9d10e7f54
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r2.txt
@@ -0,0 +1,42 @@
+Here's a delivery tracking screen covering all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Delivery Support" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["header", "statusCallout", "progressLabel", "progress", "sep1", "etaHeading", "etaText", "sep2", "reportHeading", "reportText", "reportButtons"] },
+        { "id": "header", "component": "CardHeader", "title": "Track Your Delivery", "subtitle": "Order #ORD-78412 · Carrier: FastShip Express" },
+        { "id": "statusCallout", "component": "Callout", "variant": "info", "title": "Package is In Transit", "description": "Current location: Denver, CO sorting facility. Last scanned today at 9:42 AM. Your package departed the Chicago hub yesterday and is on schedule." },
+        { "id": "progressLabel", "component": "TextContent", "text": "**Delivery progress:** 2 of 4 checkpoints completed (Shipped → In Transit → Out for Delivery → Delivered)" },
+        { "id": "progress", "component": "Progress", "value": 50, "label": "In Transit" },
+        { "id": "sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "etaHeading", "component": "Heading", "text": "Estimated Delivery", "level": "h3" },
+        { "id": "etaText", "component": "TextContent", "text": "Your package is estimated to arrive on **Friday, June 14, 2025**, between 10:00 AM and 2:00 PM. You'll receive a notification when it's out for delivery." },
+        { "id": "sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "reportHeading", "component": "Heading", "text": "Something Wrong?", "level": "h3" },
+        { "id": "reportText", "component": "TextContent", "text": "If your package is delayed, damaged, or missing, let us know and we'll investigate right away." },
+        { "id": "reportButtons", "component": "Buttons", "direction": "row", "buttons": ["btnLate", "btnDamaged", "btnMissing"] },
+        { "id": "btnLate", "component": "Button", "label": "Report Late Delivery", "variant": "secondary", "action": [{ "event": "report_problem", "issue": "late" }] },
+        { "id": "btnDamaged", "component": "Button", "label": "Report Damaged Package", "variant": "secondary", "action": [{ "event": "report_problem", "issue": "damaged" }] },
+        { "id": "btnMissing", "component": "Button", "label": "Report Missing Package", "variant": "primary", "action": [{ "event": "report_problem", "issue": "missing" }] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+1. **Current location** — the callout shows the package is in transit at the Denver, CO sorting facility, plus a progress bar showing the journey stage.
+2. **Estimated delivery date** — clearly stated as Friday, June 14, 2025, with a time window.
+3. **Report a problem** — three buttons for reporting late, damaged, or missing packages.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..09fabaae4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r3.txt
@@ -0,0 +1,44 @@
+Here's a delivery tracking screen covering all three items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","statusCard","etaCard","steps","separator","reportHeader","reportForm"]},
+{"id":"header","component":"CardHeader","title":"Track Your Delivery","subtitle":"Order #DLV-78432 · Carrier: FastShip Express"},
+{"id":"statusCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["statusTitle","statusBadge","statusText"]},
+{"id":"statusTitle","component":"Heading","text":"📍 Current Location","level":"h3"},
+{"id":"statusBadge","component":"Badge","text":"In Transit","variant":"default"},
+{"id":"statusText","component":"TextContent","text":"Your package is currently at the **Denver, CO distribution center**. It was last scanned today at 9:42 AM and is scheduled to depart on the next outbound truck."},
+{"id":"etaCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["etaTitle","etaText","etaProgress"]},
+{"id":"etaTitle","component":"Heading","text":"📦 Estimated Delivery","level":"h3"},
+{"id":"etaText","component":"TextContent","text":"**Friday, June 14, 2025** — between 10:00 AM and 2:00 PM. Signature will be required upon delivery."},
+{"id":"etaProgress","component":"Progress","value":65,"label":"Journey progress"},
+{"id":"steps","component":"Steps","items":["step1","step2","step3","step4"]},
+{"id":"step1","component":"StepsItem","title":"Order Picked Up","details":"June 10 · Origin facility, Austin, TX"},
+{"id":"step2","component":"StepsItem","title":"In Transit","details":"June 12 · Arrived at Denver, CO distribution center (current)"},
+{"id":"step3","component":"StepsItem","title":"Out for Delivery","details":"Expected June 14 morning"},
+{"id":"step4","component":"StepsItem","title":"Delivered","details":"Pending — signature required"},
+{"id":"separator","component":"Separator","orientation":"horizontal"},
+{"id":"reportHeader","component":"CardHeader","title":"Report a Problem","subtitle":"Something wrong with this delivery? Let us know."},
+{"id":"reportForm","component":"Form","name":"reportProblem","fields":["issueControl","detailsControl"],"buttons":"formButtons"},
+{"id":"issueControl","component":"FormControl","label":"What's the issue?","input":"issueSelect","hint":"Choose the option that best describes your problem"},
+{"id":"issueSelect","component":"Select","name":"issueType","placeholder":"Select an issue","items":["issue1","issue2","issue3","issue4"],"rules":[{"required":true}]},
+{"id":"issue1","component":"SelectItem","value":"late","label":"Package is late"},
+{"id":"issue2","component":"SelectItem","value":"damaged","label":"Package arrived damaged"},
+{"id":"issue3","component":"SelectItem","value":"lost","label":"Package appears lost"},
+{"id":"issue4","component":"SelectItem","value":"other","label":"Other issue"},
+{"id":"detailsControl","component":"FormControl","label":"Details","input":"detailsInput"},
+{"id":"detailsInput","component":"TextArea","name":"details","placeholder":"Describe the problem in more detail...","rows":4},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn","cancelBtn"]},
+{"id":"submitBtn","component":"Button","label":"Submit Report","variant":"primary"},
+{"id":"cancelBtn","component":"Button","label":"Cancel","variant":"secondary"}
+]}}
+</a2ui-json>
+
+This screen covers all three requirements:
+1. **Current location** — Denver, CO distribution center with an "In Transit" badge and last scan time, plus a step-by-step journey timeline.
+2. **Estimated delivery date** — Friday, June 14 with a delivery window and a progress bar.
+3. **Report a problem** — a form with an issue-type dropdown (late, damaged, lost, other), a details field, and submit/cancel buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..1df60def9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-order__r4.txt
@@ -0,0 +1,36 @@
+Here's a delivery tracking screen covering all three items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","statusAlert","sep1","locHeading","locText","progress","sep2","etaHeading","etaText","sep3","reportHeading","reportDialog"]},
+{"id":"header","component":"CardHeader","title":"Package #TRK-8842-9917","subtitle":"Ordered Nov 28 • 2 items • Standard shipping"},
+{"id":"statusAlert","component":"Alert","variant":"info","title":"Out for Delivery","description":"Your package is on the delivery vehicle and will arrive today."},
+{"id":"sep1","component":"Separator"},
+{"id":"locHeading","component":"Heading","level":"h3","text":"Current Location"},
+{"id":"locText","component":"TextContent","text":"📍 **Springfield Distribution Center — 1420 Industrial Pkwy**\n\nLast scanned today at 8:42 AM. The package departed the facility at 9:15 AM with courier vehicle #27."},
+{"id":"progress","component":"Progress","value":85,"label":"Journey progress: Picked up → Sorted → Out for delivery"},
+{"id":"sep2","component":"Separator"},
+{"id":"etaHeading","component":"Heading","level":"h3","text":"Estimated Delivery"},
+{"id":"etaText","component":"TextContent","text":"🗓️ **Today, December 4 — between 1:00 PM and 5:00 PM**\n\nSignature is not required. The driver will leave the package at your front door if no one is home."},
+{"id":"sep3","component":"Separator"},
+{"id":"reportHeading","component":"Heading","level":"h3","text":"Something Wrong?"},
+{"id":"reportDialog","component":"DialogBlock","triggerLabel":"Report a Problem","triggerVariant":"outline","title":"Report a Delivery Problem","description":"Tell us what happened and we'll investigate within 24 hours.","content":["issueSelect","issueItem1","issueItem2","issueItem3","issueItem4","detailsArea","submitBtn"]},
+{"id":"issueSelect","component":"Select","name":"issueType","placeholder":"Select the type of problem","items":["issueItem1","issueItem2","issueItem3","issueItem4"]},
+{"id":"issueItem1","component":"SelectItem","value":"late","label":"Package is late"},
+{"id":"issueItem2","component":"SelectItem","value":"damaged","label":"Package arrived damaged"},
+{"id":"issueItem3","component":"SelectItem","value":"missing","label":"Package marked delivered but missing"},
+{"id":"issueItem4","component":"SelectItem","value":"wrong","label":"Wrong item or wrong address"},
+{"id":"detailsArea","component":"TextArea","name":"details","placeholder":"Describe the problem (optional)...","rows":4},
+{"id":"submitBtn","component":"Button","label":"Submit Report","variant":"primary"}
+]}}
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Current location** — status alert plus the distribution center address, last scan time, and a journey progress bar.
+2. **Estimated delivery date** — today's date with a delivery time window and drop-off instructions.
+3. **Report a problem** — a "Report a Problem" button opening a dialog with an issue-type dropdown, details field, and submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..156e5f858
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r1.txt
@@ -0,0 +1,21 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote between.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"lunch-poll","components":[
+{"id":"root","component":"Card","variant":"card","gap":"m","children":["header","question","options","buttons"]},
+{"id":"header","component":"CardHeader","title":"Team Lunch Poll","subtitle":"Cast your vote — poll closes Thursday at 5 PM"},
+{"id":"question","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h2"},
+{"id":"options","component":"RadioGroup","name":"restaurant","items":["opt1","opt2","opt3"]},
+{"id":"opt1","component":"RadioItem","label":"Giulia's Italian Kitchen","description":"Pasta, wood-fired pizza, and great salads — 5 min walk","value":"giulias"},
+{"id":"opt2","component":"RadioItem","label":"Sakura Sushi Bar","description":"Fresh sushi and ramen — 10 min walk","value":"sakura"},
+{"id":"opt3","component":"RadioItem","label":"El Camino Taqueria","description":"Tacos, burritos, and margaritas — 8 min walk","value":"elcamino"},
+{"id":"buttons","component":"Buttons","buttons":["voteBtn"]},
+{"id":"voteBtn","component":"Button","label":"Submit Vote","variant":"primary","size":"medium"}
+]}}
+</a2ui-json>
+
+The poll includes the question "Where should we go for lunch on Friday?" and three restaurants to vote between: **Giulia's Italian Kitchen**, **Sakura Sushi Bar**, and **El Camino Taqueria**. Pick one and hit Submit Vote!
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..d3b4f75f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r2.txt
@@ -0,0 +1,104 @@
+Here's a team lunch poll screen covering both items — the question and three restaurants to vote between:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "lunch-poll",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#F97316",
+      "agentDisplayName": "Lunch Poll"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "lunch-poll",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "question", "pollForm"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "🍽️ Team Lunch Poll",
+        "subtitle": "Cast your vote — poll closes Thursday at 5 PM"
+      },
+      {
+        "id": "question",
+        "component": "Heading",
+        "text": "Where should we go for lunch on Friday?",
+        "level": "h2"
+      },
+      {
+        "id": "pollForm",
+        "component": "Form",
+        "name": "lunchVote",
+        "fields": ["restaurantField"],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "restaurantField",
+        "component": "FormControl",
+        "label": "Choose one restaurant",
+        "input": "restaurantOptions",
+        "hint": "One vote per person"
+      },
+      {
+        "id": "restaurantOptions",
+        "component": "RadioGroup",
+        "name": "restaurant",
+        "items": ["opt1", "opt2", "opt3"],
+        "rules": [{"required": true}]
+      },
+      {
+        "id": "opt1",
+        "component": "RadioItem",
+        "label": "Bella Cucina",
+        "description": "Italian — pasta, pizza, and great salads (5 min walk)",
+        "value": "bella_cucina"
+      },
+      {
+        "id": "opt2",
+        "component": "RadioItem",
+        "label": "Sakura Sushi",
+        "description": "Japanese — sushi rolls, ramen, and bento boxes (10 min walk)",
+        "value": "sakura_sushi"
+      },
+      {
+        "id": "opt3",
+        "component": "RadioItem",
+        "label": "El Camino Taqueria",
+        "description": "Mexican — tacos, burritos, and fresh guacamole (8 min walk)",
+        "value": "el_camino"
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "buttons": ["submitBtn"],
+        "direction": "row"
+      },
+      {
+        "id": "submitBtn",
+        "component": "Button",
+        "label": "Submit Vote",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+The screen includes:
+1. **The question** — "Where should we go for lunch on Friday?" displayed prominently as a heading.
+2. **Three restaurants** — Bella Cucina (Italian), Sakura Sushi (Japanese), and El Camino Taqueria (Mexican), each selectable via a radio group with a Submit Vote button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..024cc6fb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r3.txt
@@ -0,0 +1,25 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote on:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"lunch-poll","components":[
+{"id":"root","component":"Card","children":["header","question","pollForm"],"gap":"m"},
+{"id":"header","component":"CardHeader","title":"Team Lunch Poll","subtitle":"Cast your vote by Thursday evening"},
+{"id":"question","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h2"},
+{"id":"pollForm","component":"Form","name":"lunchVote","fields":["restaurantField"],"buttons":"formButtons"},
+{"id":"restaurantField","component":"FormControl","label":"Choose a restaurant","input":"restaurantChoices","hint":"Select one option"},
+{"id":"restaurantChoices","component":"RadioGroup","name":"restaurant","items":["opt1","opt2","opt3"],"rules":[{"required":true}]},
+{"id":"opt1","component":"RadioItem","label":"Luigi's Italian Bistro","description":"Pasta, pizza, and great garlic bread — 5 min walk","value":"luigis"},
+{"id":"opt2","component":"RadioItem","label":"Sakura Sushi House","description":"Fresh sushi and ramen — 10 min walk","value":"sakura"},
+{"id":"opt3","component":"RadioItem","label":"El Camino Taqueria","description":"Tacos, burritos, and margaritas — 8 min walk","value":"elcamino"},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Submit Vote","variant":"primary","action":[{"event":"submit","form":"lunchVote"}]}
+]}}
+</a2ui-json>
+
+The poll covers both requirements:
+1. **The question** — "Where should we go for lunch on Friday?" is displayed prominently as a heading.
+2. **Three restaurants** — Luigi's Italian Bistro, Sakura Sushi House, and El Camino Taqueria, each selectable via a radio button, with a Submit Vote button to cast the vote.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..db4bc39b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-poll__r4.txt
@@ -0,0 +1,25 @@
+Here's a team lunch poll screen with the question and three restaurants to vote between:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E8590C","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"lunch-poll","components":[
+{"id":"root","component":"Card","children":["header","question","pollForm"],"gap":"m"},
+{"id":"header","component":"CardHeader","title":"🍽️ Team Lunch Poll","subtitle":"Cast your vote — poll closes Thursday at 5 PM"},
+{"id":"question","component":"TextContent","text":"Where should we go for lunch on Friday?","size":"large-heavy"},
+{"id":"pollForm","component":"Form","name":"lunchPoll","buttons":"voteButtons","fields":["restaurantField"]},
+{"id":"restaurantField","component":"FormControl","label":"Choose one restaurant","input":"restaurantGroup"},
+{"id":"restaurantGroup","component":"RadioGroup","name":"restaurant","items":["opt1","opt2","opt3"],"rules":[{"required":true}]},
+{"id":"opt1","component":"RadioItem","label":"Sakura Sushi","description":"Japanese — sushi rolls, ramen & bento boxes","value":"sakura_sushi"},
+{"id":"opt2","component":"RadioItem","label":"Bella Trattoria","description":"Italian — pasta, pizza & salads","value":"bella_trattoria"},
+{"id":"opt3","component":"RadioItem","label":"El Camino Taqueria","description":"Mexican — tacos, burritos & bowls","value":"el_camino"},
+{"id":"voteButtons","component":"Buttons","buttons":["voteBtn"]},
+{"id":"voteBtn","component":"Button","label":"Submit Vote","variant":"primary"}
+]}}
+</a2ui-json>
+
+This covers both requirements:
+1. **The question** — "Where should we go for lunch on Friday?" is displayed prominently.
+2. **Three restaurants** — Sakura Sushi, Bella Trattoria, and El Camino Taqueria are presented as radio options, with a Submit Vote button to cast the vote.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..7ccbe2d0a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r1.txt
@@ -0,0 +1,34 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"person-profile","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"person-profile","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","avatarRow","bioHeader","bio","sep","msgHeader","msgForm"]},
+{"id":"header","component":"CardHeader","title":"Directory Profile","subtitle":"People / Engineering"},
+{"id":"avatarRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","children":["avatar","nameRole"]},
+{"id":"avatar","component":"Avatar","src":"https://i.pravatar.cc/150?img=32","alt":"Maya Chen","fallback":"MC"},
+{"id":"nameRole","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["name","role","deptTag"]},
+{"id":"name","component":"Heading","text":"Maya Chen","level":"h2"},
+{"id":"role","component":"TextContent","text":"Senior Software Engineer — Platform Team","size":"small-heavy"},
+{"id":"deptTag","component":"Tag","text":"Engineering","variant":"info","size":"sm"},
+{"id":"bioHeader","component":"Heading","text":"About","level":"h3"},
+{"id":"bio","component":"TextContent","text":"Maya has been with the company for 6 years, leading work on distributed systems and internal developer tooling. She's passionate about mentoring, open source, and making infrastructure invisible to product teams. Outside of work, she enjoys trail running and photography."},
+{"id":"sep","component":"Separator","orientation":"horizontal"},
+{"id":"msgHeader","component":"Heading","text":"Send Maya a message","level":"h3"},
+{"id":"msgForm","component":"Form","name":"messageForm","buttons":"formButtons","fields":["subjectField","messageField"]},
+{"id":"subjectField","component":"FormControl","label":"Subject","input":"subjectInput"},
+{"id":"subjectInput","component":"Input","name":"subject","placeholder":"What's this about?","type":"text"},
+{"id":"messageField","component":"FormControl","label":"Message","input":"messageInput","hint":"Maya typically replies within a day."},
+{"id":"messageInput","component":"TextArea","name":"message","placeholder":"Write your message...","rows":4},
+{"id":"formButtons","component":"Buttons","buttons":["sendBtn"],"direction":"row"},
+{"id":"sendBtn","component":"Button","label":"Send Message","variant":"primary","size":"medium"}
+]}}
+</a2ui-json>
+
+Here's Maya Chen's directory profile page. It covers all three items:
+
+1. **Name and role** — displayed prominently with an avatar, heading, and an Engineering tag.
+2. **Short bio** — an "About" section with her background and interests.
+3. **Send a message** — a form with subject and message fields plus a Send button.
+
+Want me to add contact details (email, location), reporting structure, or a list of her direct reports?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..8ee33b366
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r2.txt
@@ -0,0 +1,37 @@
+Here's a company directory profile page covering all three items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "person-profile",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Company Directory" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "person-profile",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["header", "divider", "bio", "divider2", "msgForm"] },
+        { "id": "header", "component": "CardHeader", "title": "Maya Chen", "subtitle": "Senior Product Designer — Design Systems Team" },
+        { "id": "divider", "component": "Separator" },
+        { "id": "bio", "component": "TextContent", "text": "**About Maya**\n\nMaya has been with the company for 6 years, leading the design system used across all product teams. She specializes in accessibility, interaction design, and mentoring junior designers. Outside of work, she's an avid rock climber and amateur ceramicist." },
+        { "id": "divider2", "component": "Separator" },
+        { "id": "msgForm", "component": "Form", "name": "messageForm", "fields": ["msgField"], "buttons": "msgButtons" },
+        { "id": "msgField", "component": "FormControl", "label": "Send Maya a message", "input": "msgInput", "hint": "This will be delivered to Maya's inbox." },
+        { "id": "msgInput", "component": "TextArea", "name": "message", "placeholder": "Hi Maya, I wanted to reach out about...", "rows": 4, "rules": [{ "required": "Please enter a message" }] },
+        { "id": "msgButtons", "component": "Buttons", "buttons": ["sendBtn"], "direction": "row" },
+        { "id": "sendBtn", "component": "Button", "label": "Send Message", "variant": "primary", "action": [{ "event": "send_message" }] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The page includes:
+1. **Name and role** — CardHeader with "Maya Chen, Senior Product Designer"
+2. **Short bio** — a TextContent block with her background
+3. **Messaging** — a form with a text area and a Send Message button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..f243561d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r3.txt
@@ -0,0 +1,32 @@
+Here's a company directory profile page covering all three items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"person-profile","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"person-profile","components":[
+{"id":"root","component":"Card","children":["header","avatarRow","bio","sep","msgForm"],"gap":"m"},
+{"id":"header","component":"CardHeader","title":"Person Profile","subtitle":"Company Directory"},
+{"id":"avatarRow","component":"Card","variant":"clear","direction":"row","align":"center","gap":"m","children":["avatar","nameRole"]},
+{"id":"avatar","component":"Avatar","fallback":"AC","alt":"Amara Chen"},
+{"id":"nameRole","component":"Card","variant":"clear","gap":"xs","children":["name","role","dept"]},
+{"id":"name","component":"Heading","text":"Amara Chen","level":"h2"},
+{"id":"role","component":"TextContent","text":"Senior Product Designer","size":"large-heavy"},
+{"id":"dept","component":"Tag","text":"Design Team","variant":"info"},
+{"id":"bio","component":"TextContent","text":"Amara has spent 8 years crafting user experiences for enterprise software. She leads the design system initiative and is passionate about accessibility, mentoring junior designers, and turning complex workflows into simple interfaces. Outside work, she's an avid rock climber and watercolor painter."},
+{"id":"sep","component":"Separator"},
+{"id":"msgForm","component":"Form","name":"sendMessage","fields":["msgField"],"buttons":"msgButtons"},
+{"id":"msgField","component":"FormControl","label":"Send Amara a message","input":"msgInput","hint":"She typically replies within one business day."},
+{"id":"msgInput","component":"TextArea","name":"message","placeholder":"Hi Amara, I'd like to connect about...","rows":4},
+{"id":"msgButtons","component":"Buttons","buttons":["sendBtn"]},
+{"id":"sendBtn","component":"Button","label":"Send Message","variant":"primary"}
+]}}
+</a2ui-json>
+
+This screen includes:
+1. **Name and role** — Amara Chen, Senior Product Designer, with an avatar and team tag
+2. **Short bio** — a paragraph covering her background and interests
+3. **Message form** — a text area with a Send Message button
+
+Want me to add contact details, a reporting structure, or a list of her current projects?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..27c0ea817
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-profile__r4.txt
@@ -0,0 +1,33 @@
+Here's a company directory profile page:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"person-profile","catalogId":"thesys.dev:c1-openui"}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"person-profile","components":[
+{"id":"root","component":"Card","children":["header","avatar","roleTag","sep1","bioHeading","bio","sep2","msgHeading","msgForm"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"Priya Raman","subtitle":"Engineering · San Francisco Office"},
+{"id":"avatar","component":"Avatar","fallback":"PR","alt":"Priya Raman"},
+{"id":"roleTag","component":"Tag","text":"Senior Software Engineer","variant":"info","size":"md"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"bioHeading","component":"Heading","text":"About","level":"h3"},
+{"id":"bio","component":"TextContent","text":"Priya has been with the company for 6 years, leading the platform infrastructure team. She specializes in distributed systems and mentoring junior engineers. Outside of work, she enjoys trail running and contributing to open-source projects."},
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+{"id":"msgHeading","component":"Heading","text":"Send a Message","level":"h3"},
+{"id":"msgForm","component":"Form","name":"messageForm","fields":["subjectControl","bodyControl"],"buttons":"formButtons"},
+{"id":"subjectControl","component":"FormControl","label":"Subject","input":"subjectInput","hint":"What is your message about?"},
+{"id":"subjectInput","component":"Input","name":"subject","placeholder":"e.g. Question about the API migration","type":"text"},
+{"id":"bodyControl","component":"FormControl","label":"Message","input":"bodyInput"},
+{"id":"bodyInput","component":"TextArea","name":"message","placeholder":"Write your message to Priya...","rows":4},
+{"id":"formButtons","component":"Buttons","buttons":["sendBtn","cancelBtn"],"direction":"row"},
+{"id":"sendBtn","component":"Button","label":"Send Message","variant":"primary","action":["sendMessage"]},
+{"id":"cancelBtn","component":"Button","label":"Cancel","variant":"secondary"}
+]}}
+</a2ui-json>
+
+This profile screen covers all three requirements:
+
+1. **Name and role** — shown in the header ("Priya Raman") with a highlighted role tag ("Senior Software Engineer"), plus an avatar.
+2. **Short bio** — an "About" section with a brief professional background.
+3. **Send a message** — a form with subject and message fields and a "Send Message" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..d1871bf29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,30 @@
+Here's a mid-morning check-in screen for the shop owner:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2E7D32","agentDisplayName":"Shop Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-checkin","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","revenueCard","compareCard","chartCard"]},
+{"id":"header","component":"CardHeader","title":"Mid-Morning Check-In ☀️","subtitle":"Today's snapshot as of 11:00 AM"},
+{"id":"revenueCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["revLabel","revValue","revProgress"]},
+{"id":"revLabel","component":"TextContent","text":"**1. Revenue so far today**","size":"small-heavy"},
+{"id":"revValue","component":"TextContent","text":"# $1,284.50","size":"large-heavy"},
+{"id":"revProgress","component":"Progress","value":64,"label":"64% of an average full day ($2,000)"},
+{"id":"compareCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["cmpLabel","cmpCallout","cmpDetail"]},
+{"id":"cmpLabel","component":"TextContent","text":"**2. vs. same time yesterday**","size":"small-heavy"},
+{"id":"cmpCallout","component":"Callout","variant":"success","title":"↑ 18% ahead of yesterday","description":"Yesterday at 11:00 AM you were at $1,088.50 — you're $196.00 ahead today."},
+{"id":"cmpDetail","component":"Table","columns":["colMetric","colToday","colYesterday"]},
+{"id":"colMetric","component":"Col","label":"Metric","data":["Revenue by 11 AM","Transactions","Avg. sale"],"type":"string"},
+{"id":"colToday","component":"Col","label":"Today","data":["$1,284.50","47","$27.33"],"type":"string"},
+{"id":"colYesterday","component":"Col","label":"Yesterday","data":["$1,088.50","41","$26.55"],"type":"string"},
+{"id":"chartCard","component":"Card","variant":"clear","direction":"column","gap":"s","children":["chartTitle","chart","s1","s2"]},
+{"id":"chartTitle","component":"TextContent","text":"Hourly revenue — today vs yesterday","size":"small"},
+{"id":"chart","component":"BarChart","labels":["8 AM","9 AM","10 AM","11 AM"],"series":["s1","s2"],"variant":"grouped","yLabel":"Revenue ($)"},
+{"id":"s1","component":"Series","category":"Today","values":[210,345,410,320]},
+{"id":"s2","component":"Series","category":"Yesterday","values":[180,290,360,258]}
+]}}
+</a2ui-json>
+
+Both items are covered: **(1)** today's revenue so far ($1,284.50) with progress toward a typical day, and **(2)** a comparison with the same time yesterday — an 18% / $196 lead, backed by a side-by-side table and hourly chart. Want me to add a mid-morning alert threshold (e.g., notify if revenue falls behind yesterday's pace)?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..a0f6aae27
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,23 @@
+Here's a mid-morning check-in screen for the shop owner:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Shop Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-checkin","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","revenueValue","revenueSub","sep","compareHeader","compareChart","compareNote"]},
+{"id":"header","component":"CardHeader","title":"Mid-Morning Check-In","subtitle":"Today's snapshot as of 11:00 AM"},
+{"id":"revenueValue","component":"TextContent","text":"**$1,842.50**","size":"large-heavy"},
+{"id":"revenueSub","component":"TextContent","text":"Revenue so far today (142 transactions)","size":"small"},
+{"id":"sep","component":"Separator","orientation":"horizontal"},
+{"id":"compareHeader","component":"CardHeader","title":"vs. Same Time Yesterday","subtitle":"Yesterday at 11:00 AM: $1,610.00"},
+{"id":"compareChart","component":"BarChart","labels":["Yesterday @ 11 AM","Today @ 11 AM"],"series":["series1"],"variant":"grouped","yLabel":"Revenue ($)"},
+{"id":"series1","component":"Series","category":"Revenue","values":[1610,1842.5]},
+{"id":"compareNote","component":"Callout","variant":"success","title":"Up 14.4%","description":"You're $232.50 ahead of yesterday at this time. Trending toward a stronger day."}
+]}}
+</a2ui-json>
+
+The screen covers both items:
+1. **Revenue so far today** — shown prominently as $1,842.50 with transaction count.
+2. **Comparison with yesterday** — a bar chart of today vs. yesterday at the same time, plus a callout showing the +14.4% / $232.50 difference.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..b8f4f3269
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,27 @@
+Here's a mid-morning check-in screen for the shop owner:
+
+<a2ui-json>
+{"version": "v0.9", "createSurface": {"surfaceId": "shop-morning", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#2E7D32", "agentDisplayName": "Shop Dashboard"}}}
+</a2ui-json>
+<a2ui-json>
+{"version": "v0.9", "updateComponents": {"surfaceId": "shop-morning", "components": [
+{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "revenueCard", "compareCard", "note"]},
+{"id": "header", "component": "CardHeader", "title": "Good Morning, Shop Owner ☀️", "subtitle": "Mid-morning check-in · Today, 10:45 AM"},
+{"id": "revenueCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["revHeader", "revText", "revProgress"]},
+{"id": "revHeader", "component": "CardHeader", "title": "Revenue So Far Today"},
+{"id": "revText", "component": "TextContent", "text": "## $1,284.50\nFrom 42 transactions · Last sale 6 min ago", "size": "large-heavy"},
+{"id": "revProgress", "component": "Progress", "value": 58, "label": "58% of an average full day"},
+{"id": "compareCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["cmpHeader", "cmpText", "cmpTags", "cmpChart", "seriesToday", "seriesYesterday"]},
+{"id": "cmpHeader", "component": "CardHeader", "title": "vs. Same Time Yesterday", "subtitle": "Comparison as of 10:45 AM"},
+{"id": "cmpText", "component": "TextContent", "text": "**Today: $1,284.50** · Yesterday: $1,062.10 — you're **up $222.40 (+20.9%)** compared to the same time yesterday."},
+{"id": "cmpTags", "component": "TagBlock", "tags": ["📈 +20.9% vs yesterday", "🧾 +9 more transactions", "🛒 Basket size +$1.80"]},
+{"id": "cmpChart", "component": "BarChart", "labels": ["9 AM", "10 AM", "11 AM (so far)"], "series": ["seriesToday", "seriesYesterday"], "variant": "grouped", "xLabel": "Hour", "yLabel": "Revenue ($)"},
+{"id": "seriesToday", "component": "Series", "category": "Today", "values": [420.0, 515.5, 349.0]},
+{"id": "seriesYesterday", "component": "Series", "category": "Yesterday", "values": [390.25, 448.1, 223.75]},
+{"id": "note", "component": "Callout", "variant": "success", "title": "Strong morning", "description": "Sales are pacing above yesterday. Weekday mornings typically peak again around noon — consider restocking top sellers before lunch."}
+]}}
+</a2ui-json>
+
+This screen covers both items:
+1. **Revenue so far today** — $1,284.50 with transaction count and progress vs. an average day.
+2. **Comparison with the same time yesterday** — dollar and percentage difference, plus a side-by-side hourly bar chart of today vs. yesterday.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..eaa859136
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,25 @@
+Here's a mid-morning check-in screen for the shop owner:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Shop Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-checkin","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","revenueCard","compareCard","chart"]},
+{"id":"header","component":"CardHeader","title":"Mid-Morning Check-In","subtitle":"Today so far · as of 10:30 AM"},
+{"id":"revenueCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["revLabel","revValue"]},
+{"id":"revLabel","component":"TextContent","text":"**Revenue so far today**","size":"small"},
+{"id":"revValue","component":"TextContent","text":"$1,284.50","size":"large-heavy"},
+{"id":"compareCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["cmpLabel","cmpValue","cmpNote"]},
+{"id":"cmpLabel","component":"TextContent","text":"**Same time yesterday**","size":"small"},
+{"id":"cmpValue","component":"TextContent","text":"$1,102.75","size":"large"},
+{"id":"cmpNote","component":"Callout","variant":"success","title":"Up 16.5%","description":"You're $181.75 ahead of yesterday at this time."},
+{"id":"chart","component":"BarChart","labels":["Yesterday (by 10:30 AM)","Today (by 10:30 AM)"],"series":["chartSeries"],"yLabel":"Revenue ($)"},
+{"id":"chartSeries","component":"Series","category":"Revenue","values":[1102.75,1284.5]}
+]}}
+</a2ui-json>
+
+This screen covers both items:
+1. **Revenue so far today** — shown prominently as $1,284.50 (sample figure; wire to your live data).
+2. **Comparison with same time yesterday** — yesterday's figure, the percentage/dollar difference, and a side-by-side bar chart for a quick visual read.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..ba100e7cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r1.txt
@@ -0,0 +1,96 @@
+Here's a personal focus view for your most urgent task:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "focus-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "focus-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["header", "taskCard", "statusRow", "doneButton"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "🎯 Today's Focus",
+        "subtitle": "Your single most urgent task right now"
+      },
+      {
+        "id": "taskCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["taskTitle", "taskDeadline"]
+      },
+      {
+        "id": "taskTitle",
+        "component": "Heading",
+        "text": "Submit Q3 financial report",
+        "level": "h2"
+      },
+      {
+        "id": "taskDeadline",
+        "component": "TextContent",
+        "text": "⏰ **Deadline:** Today, 5:00 PM (in 3 hours)",
+        "size": "large-heavy"
+      },
+      {
+        "id": "statusRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "align": "center",
+        "children": ["statusLabel", "statusBadge"]
+      },
+      {
+        "id": "statusLabel",
+        "component": "TextContent",
+        "text": "Current status:",
+        "size": "default"
+      },
+      {
+        "id": "statusBadge",
+        "component": "Tag",
+        "text": "In Progress",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "doneButton",
+        "component": "Button",
+        "label": "✓ Mark as Done",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          {
+            "name": "mark_task_done",
+            "args": { "taskId": "q3-financial-report" }
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single-screen focus view covers all three requirements:
+1. **Most urgent task + deadline** — "Submit Q3 financial report" with its deadline highlighted prominently (today, 5:00 PM).
+2. **Current status** — shown as an "In Progress" tag.
+3. **Mark done** — a large primary "✓ Mark as Done" button that triggers a `mark_task_done` action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..ad6ac0a7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r2.txt
@@ -0,0 +1,24 @@
+Here's a personal focus view for your most urgent task:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"focus-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E11D48","agentDisplayName":"Focus Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"focus-view","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","alert","statusRow","separator","actions"]},
+{"id":"header","component":"CardHeader","title":"Today's Focus","subtitle":"Your single most urgent task"},
+{"id":"alert","component":"Alert","variant":"warning","title":"Submit quarterly tax filing","description":"Deadline: Friday, April 18, 2025 at 5:00 PM — 2 days remaining"},
+{"id":"statusRow","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["statusLabel","statusBadge"]},
+{"id":"statusLabel","component":"Label","text":"Current status:"},
+{"id":"statusBadge","component":"Badge","text":"In Progress","variant":"secondary"},
+{"id":"separator","component":"Separator","orientation":"horizontal"},
+{"id":"actions","component":"Buttons","direction":"row","buttons":["doneBtn"]},
+{"id":"doneBtn","component":"Button","label":"Mark as Done","variant":"primary","size":"large","action":[{"event":"mark_done","taskId":"tax-filing-q1"}]}
+]}}
+</a2ui-json>
+
+This screen covers all three requirements:
+1. **Most urgent task + deadline** — the warning alert shows "Submit quarterly tax filing" with its Friday 5:00 PM deadline and time remaining.
+2. **Current status** — shown as an "In Progress" badge.
+3. **Mark done** — a prominent "Mark as Done" button that emits a `mark_done` action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..444eb4c90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r3.txt
@@ -0,0 +1,10 @@
+Here's a focused single-task view covering all three requirements:
+
+<a2ui-json>
+[{"version":"v0.9","createSurface":{"surfaceId":"focus-view","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Focus"}}},{"version":"v0.9","updateComponents":{"surfaceId":"focus-view","components":[{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","callout","sep","status-row","actions"]},{"id":"header","component":"CardHeader","title":"Prepare Q3 board presentation","subtitle":"Deadline: Friday, Oct 18, 2024 — 5:00 PM (in 2 days)"},{"id":"callout","component":"Callout","variant":"warning","title":"Most urgent task","description":"This is your highest-priority item right now. No other tasks are shown to keep you focused."},{"id":"sep","component":"Separator"},{"id":"status-row","component":"Tag","text":"Status: In Progress","variant":"info","size":"lg"},{"id":"actions","component":"Buttons","buttons":["done-btn"],"direction":"row"},{"id":"done-btn","component":"Button","label":"✓ Mark as Done","variant":"primary","size":"large","action":[{"event":"mark_done","taskId":"task-q3-board-presentation"}]}]}}]
+</a2ui-json>
+
+The screen covers all three items:
+1. **Urgent task + deadline** — the header shows "Prepare Q3 board presentation" with its Friday 5:00 PM deadline, reinforced by a warning callout.
+2. **Current status** — an "In Progress" tag displays the task's state.
+3. **Mark done** — a prominent primary button triggers a `mark_done` action for this task.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..028879bba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-task__r4.txt
@@ -0,0 +1,23 @@
+Here's a personal focus view covering all three items: the urgent task + deadline, its status, and a "Mark Done" action.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"focus-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Focus"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"focus-view","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"m","children":["header","urgentTag","taskTitle","deadline","sep1","statusRow","sep2","doneBtn"]},
+{"id":"header","component":"CardHeader","title":"Today's Focus","subtitle":"Your single most urgent task"},
+{"id":"urgentTag","component":"Tag","text":"Most Urgent","variant":"danger","size":"md"},
+{"id":"taskTitle","component":"Heading","text":"Submit Q3 budget report to Finance","level":"h2"},
+{"id":"deadline","component":"TextContent","text":"**Deadline:** Today, 5:00 PM (in 3 hours)","size":"large-heavy"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"statusRow","component":"Card","variant":"sunk","direction":"row","gap":"s","align":"center","children":["statusLabel","statusBadge"]},
+{"id":"statusLabel","component":"TextContent","text":"Current status:"},
+{"id":"statusBadge","component":"Badge","text":"In Progress — 70% complete","variant":"secondary"},
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+{"id":"doneBtn","component":"Button","label":"✓ Mark as Done","variant":"primary","size":"large","action":[{"event":"markDone","taskId":"q3-budget-report"}]}
+]}}
+</a2ui-json>
+
+The screen shows: **(1)** the urgent task "Submit Q3 budget report" with its 5:00 PM deadline, **(2)** its current status badge ("In Progress — 70% complete"), and **(3)** a prominent "Mark as Done" button. Want me to add a progress bar or a reschedule option?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..dc86052e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,23 @@
+Here's a status page for the platform team covering both items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#22c55e","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptimeCard","incidentCard"]},
+{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"API health overview for the platform team"},
+{"id":"uptimeCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["uptimeHeader","uptimeBadge","uptimeProgress","uptimeNote"]},
+{"id":"uptimeHeader","component":"Heading","text":"1. API Uptime — This Month","level":"h3"},
+{"id":"uptimeBadge","component":"Tag","text":"Operational","icon":"check-circle","variant":"success","size":"md"},
+{"id":"uptimeProgress","component":"Progress","value":99.94,"label":"Current month uptime: 99.94% (target: 99.9%)"},
+{"id":"uptimeNote","component":"TextContent","text":"Measured across all production API regions. Total downtime this month: **26 minutes** out of a 99.9% availability SLO.","size":"small"},
+{"id":"incidentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["incidentHeader","incidentCallout","incidentDetails"]},
+{"id":"incidentHeader","component":"Heading","text":"2. Most Recent Incident","level":"h3"},
+{"id":"incidentCallout","component":"Callout","variant":"success","title":"INC-2841 — Elevated API latency (Resolved)","description":"Resolved on March 14 at 16:42 UTC. Total duration: 47 minutes."},
+{"id":"incidentDetails","component":"TextContent","text":"A misconfigured connection pool limit deployed during a routine release caused elevated p95 latency (up to 2.3s) on the `/v1/query` endpoint. The release was rolled back and latency returned to normal. A follow-up action item to add connection pool limits to the deployment checklist has been assigned.","size":"default"}
+]}}
+</a2ui-json>
+
+The page covers both required items: **(1)** current month API uptime (99.94%, with a progress bar against the SLO), and **(2)** a note on the most recent incident (INC-2841) including what happened and exactly when it was resolved. Let me know if you'd like to plug in real data or add charts for historical uptime.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..13ba30884
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,26 @@
+Here's a status page for the platform team covering both items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"status-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C5A","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"status-page","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","uptimeCard","separator","incidentCard"]},
+{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Live operational overview for the platform team"},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["uptimeHeader","uptimeValue","uptimeBar","uptimeDetail"]},
+{"id":"uptimeHeader","component":"Heading","text":"1. API Uptime — This Month","level":"h3"},
+{"id":"uptimeValue","component":"TextContent","text":"**99.97%**","size":"large-heavy"},
+{"id":"uptimeBar","component":"Progress","value":99.97,"label":"API availability, month to date"},
+{"id":"uptimeDetail","component":"TextContent","text":"Total downtime this month: ~13 minutes. Target SLA: 99.9% — currently above target.","size":"small"},
+{"id":"separator","component":"Separator","orientation":"horizontal"},
+{"id":"incidentCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["incidentHeader","incidentAlert","incidentNote"]},
+{"id":"incidentHeader","component":"Heading","text":"2. Most Recent Incident","level":"h3"},
+{"id":"incidentAlert","component":"Alert","title":"INC-2481: Elevated API latency (resolved)","description":"On March 12, elevated latency affected the /v1/search endpoint due to a degraded database replica. Traffic was rerouted and the replica was replaced. Resolved March 12 at 16:42 UTC after 22 minutes.","variant":"success"},
+{"id":"incidentNote","component":"TextContent","text":"Root cause: failing disk on the primary read replica. Follow-up: replica health checks added to alerting; no customer data was lost.","size":"small"}
+]}}
+</a2ui-json>
+
+The page covers both requirements:
+1. **Uptime** — 99.97% month-to-date API availability, shown with a progress bar and SLA context.
+2. **Recent incident** — INC-2481 with what happened, the resolution time (March 12, 16:42 UTC), and a brief root-cause note.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..92bb46db3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,36 @@
+Here's a status page for the platform team covering both items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "platform-status",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "agentDisplayName": "Platform Status" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "platform-status",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "l", "children": ["header", "uptimeSection", "divider", "incidentSection"] },
+      { "id": "header", "component": "CardHeader", "title": "Platform Status", "subtitle": "Internal status dashboard for the platform team" },
+      { "id": "uptimeSection", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["uptimeHeading", "uptimeValue", "uptimeBadge", "uptimeProgress"] },
+      { "id": "uptimeHeading", "component": "Heading", "text": "1. API Uptime — This Month", "level": "h3" },
+      { "id": "uptimeValue", "component": "TextContent", "text": "**99.97%** uptime for the API so far this month (target: 99.9%).", "size": "large-heavy" },
+      { "id": "uptimeBadge", "component": "Badge", "text": "Above SLA target", "variant": "secondary" },
+      { "id": "uptimeProgress", "component": "Progress", "value": 99.97, "label": "Monthly uptime progress" },
+      { "id": "divider", "component": "Separator", "orientation": "horizontal" },
+      { "id": "incidentSection", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["incidentHeading", "incidentAlert"] },
+      { "id": "incidentHeading", "component": "Heading", "text": "2. Most Recent Incident", "level": "h3" },
+      { "id": "incidentAlert", "component": "Alert", "variant": "success", "title": "Resolved — Elevated API latency (INC-2481)", "description": "On March 12, elevated p95 latency affected the API due to a database connection pool exhaustion. The pool was scaled and connections recycled. Incident was resolved on March 12 at 16:42 UTC after 47 minutes. No data loss occurred." }
+    ]
+  }
+}
+</a2ui-json>
+
+The page covers both numbered items: current monthly API uptime (99.97%, with progress bar and SLA badge) and a note on the most recent incident with its resolution time. Want me to wire these to live data bindings or add an incident history section?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..cb5fe5984
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,23 @@
+Here's a status page for the platform team covering both items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"status-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C66","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"status-page","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptimeCard","incidentCard"]},
+{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Live overview for the platform team"},
+{"id":"uptimeCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["uptimeHeader","uptimeValue","uptimeBar","uptimeNote"]},
+{"id":"uptimeHeader","component":"Tag","text":"API Uptime — This Month","variant":"success","icon":"activity"},
+{"id":"uptimeValue","component":"Heading","text":"99.97%","level":"h1"},
+{"id":"uptimeBar","component":"Progress","value":99.97,"label":"Monthly uptime target: 99.9%"},
+{"id":"uptimeNote","component":"TextContent","text":"Current uptime for the API this month. Total downtime: ~13 minutes across 1 incident.","size":"small"},
+{"id":"incidentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["incidentHeader","incidentAlert","incidentDetails"]},
+{"id":"incidentHeader","component":"Tag","text":"Most Recent Incident","variant":"info","icon":"alert-circle"},
+{"id":"incidentAlert","component":"Alert","title":"Elevated API latency — Resolved","description":"On March 12, 2025, elevated latency affected the /v1/query endpoints due to a database connection pool exhaustion. Mitigated by scaling the pool and restarting affected nodes.","variant":"warning"},
+{"id":"incidentDetails","component":"TextContent","text":"**Resolved:** March 12, 2025 at 14:42 UTC (duration: 13 minutes). A follow-up postmortem is scheduled, and connection pool monitoring alerts have been tightened to prevent recurrence.","size":"default"}
+]}}
+</a2ui-json>
+
+The page shows the API's current monthly uptime (99.97%, above the 99.9% target) and a summary of the most recent incident — elevated latency on March 12, resolved at 14:42 UTC after 13 minutes.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..3d995c718
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r1.txt
@@ -0,0 +1,154 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "weather-brief",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#3B82F6",
+      "agentDisplayName": "Weather Brief"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "weather-brief",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": ["header", "currentCard", "sunCard", "outlookCard"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "☀️ Morning Weather Brief — Bengaluru",
+        "subtitle": "Wednesday, 12 June · Updated 7:00 AM IST"
+      },
+      {
+        "id": "currentCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["currentHeader", "currentTemp", "currentDetails"]
+      },
+      {
+        "id": "currentHeader",
+        "component": "TextContent",
+        "text": "**Right Now**",
+        "size": "small-heavy"
+      },
+      {
+        "id": "currentTemp",
+        "component": "TextContent",
+        "text": "# 24°C — Partly Cloudy ⛅",
+        "size": "large-heavy"
+      },
+      {
+        "id": "currentDetails",
+        "component": "TextContent",
+        "text": "Feels like 26°C · Humidity 72% · Wind 14 km/h W · A light breeze with occasional cloud cover — a pleasant morning in the city."
+      },
+      {
+        "id": "sunCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["sunHeader", "sunTimes"]
+      },
+      {
+        "id": "sunHeader",
+        "component": "TextContent",
+        "text": "**Sunrise & Sunset**",
+        "size": "small-heavy"
+      },
+      {
+        "id": "sunTimes",
+        "component": "Table",
+        "columns": ["sunColEvent", "sunColTime"]
+      },
+      {
+        "id": "sunColEvent",
+        "component": "Col",
+        "label": "Event",
+        "data": ["🌅 Sunrise", "🌇 Sunset", "☀️ Daylight"],
+        "type": "string"
+      },
+      {
+        "id": "sunColTime",
+        "component": "Col",
+        "label": "Time",
+        "data": ["5:54 AM", "6:46 PM", "12 hrs 52 min"],
+        "type": "string"
+      },
+      {
+        "id": "outlookCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["outlookHeader", "outlookTable"]
+      },
+      {
+        "id": "outlookHeader",
+        "component": "TextContent",
+        "text": "**Next 3 Days**",
+        "size": "small-heavy"
+      },
+      {
+        "id": "outlookTable",
+        "component": "Table",
+        "columns": ["colDay", "colCond", "colHigh", "colLow", "colRain"]
+      },
+      {
+        "id": "colDay",
+        "component": "Col",
+        "label": "Day",
+        "data": ["Thursday", "Friday", "Saturday"],
+        "type": "string"
+      },
+      {
+        "id": "colCond",
+        "component": "Col",
+        "label": "Conditions",
+        "data": ["⛅ Partly cloudy", "🌦️ Light showers", "☀️ Mostly sunny"],
+        "type": "string"
+      },
+      {
+        "id": "colHigh",
+        "component": "Col",
+        "label": "High",
+        "data": ["29°C", "27°C", "30°C"],
+        "type": "string"
+      },
+      {
+        "id": "colLow",
+        "component": "Col",
+        "label": "Low",
+        "data": ["21°C", "20°C", "21°C"],
+        "type": "string"
+      },
+      {
+        "id": "colRain",
+        "component": "Col",
+        "label": "Rain Chance",
+        "data": ["10%", "60%", "5%"],
+        "type": "string"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This brief covers all three items: **(1)** current conditions — 24°C and partly cloudy with humidity and wind, **(2)** a three-day outlook with highs, lows, and rain chances, and **(3)** sunrise at 5:54 AM and sunset at 6:46 PM. Have a great morning! 🌤️
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..1827845b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r2.txt
@@ -0,0 +1,144 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "weather-brief",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0284C7",
+      "agentDisplayName": "Weather Brief"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "weather-brief",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "currentSection", "separator1", "outlookSection", "separator2", "sunSection"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Morning Weather Brief — Bengaluru",
+        "subtitle": "Updated 7:00 AM IST"
+      },
+      {
+        "id": "currentSection",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["currentTemp", "currentDetails"]
+      },
+      {
+        "id": "currentTemp",
+        "component": "TextContent",
+        "text": "**24°C — Partly Cloudy**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "currentDetails",
+        "component": "TextContent",
+        "text": "Feels like 26°C · Humidity 72% · Wind 12 km/h NW · A pleasant, mild morning with light cloud cover expected to burn off by midday."
+      },
+      {
+        "id": "separator1",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "outlookSection",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": ["outlookTitle", "outlookTable"]
+      },
+      {
+        "id": "outlookTitle",
+        "component": "Heading",
+        "text": "3-Day Outlook",
+        "level": "h3"
+      },
+      {
+        "id": "outlookTable",
+        "component": "Table",
+        "columns": ["colDay", "colCond", "colHigh", "colLow", "colRain"]
+      },
+      {
+        "id": "colDay",
+        "component": "Col",
+        "label": "Day",
+        "data": ["Today", "Tomorrow", "Day After"],
+        "type": "string"
+      },
+      {
+        "id": "colCond",
+        "component": "Col",
+        "label": "Conditions",
+        "data": ["Partly Cloudy", "Sunny", "Scattered Showers"],
+        "type": "string"
+      },
+      {
+        "id": "colHigh",
+        "component": "Col",
+        "label": "High",
+        "data": [29, 31, 28],
+        "type": "number"
+      },
+      {
+        "id": "colLow",
+        "component": "Col",
+        "label": "Low",
+        "data": [19, 20, 21],
+        "type": "number"
+      },
+      {
+        "id": "colRain",
+        "component": "Col",
+        "label": "Rain Chance",
+        "data": ["10%", "5%", "60%"],
+        "type": "string"
+      },
+      {
+        "id": "separator2",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "sunSection",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "xl",
+        "justify": "around",
+        "children": ["sunriseBlock", "sunsetBlock"]
+      },
+      {
+        "id": "sunriseBlock",
+        "component": "TextContent",
+        "text": "🌅 **Sunrise** — 6:38 AM"
+      },
+      {
+        "id": "sunsetBlock",
+        "component": "TextContent",
+        "text": "🌇 **Sunset** — 6:12 PM"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+The brief covers all three items: current conditions (24°C, partly cloudy), a 3-day outlook table with highs, lows, and rain chances, and today's sunrise (6:38 AM) and sunset (6:12 PM) times.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..6223024b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r3.txt
@@ -0,0 +1,44 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "weather-brief",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0E7CFF", "agentDisplayName": "Weather Brief" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "weather-brief",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "l", "children": ["header", "currentCard", "outlookHeader", "outlookTable", "sunHeader", "sunRow"] },
+      { "id": "header", "component": "CardHeader", "title": "🌤️ Morning Weather Brief — Bengaluru", "subtitle": "Today, Tuesday · Updated 6:30 AM IST" },
+
+      { "id": "currentCard", "component": "Card", "variant": "sunk", "direction": "row", "gap": "l", "align": "center", "justify": "between", "children": ["tempBlock", "condBlock"] },
+      { "id": "tempBlock", "component": "TextContent", "text": "# 24°C\n**Feels like 26°C** · Humidity 72% · Wind 11 km/h NE", "size": "large" },
+      { "id": "condBlock", "component": "TextContent", "text": "**Partly Cloudy ⛅**\nLight haze clearing by mid-morning. UV index moderate; a light jacket is comfortable until 9 AM.", "size": "default" },
+
+      { "id": "outlookHeader", "component": "Heading", "text": "Next 3 Days Outlook", "level": "h3" },
+      { "id": "outlookTable", "component": "Table", "columns": ["colDay", "colCond", "colHigh", "colLow", "colRain"] },
+      { "id": "colDay", "component": "Col", "label": "Day", "data": ["Wednesday", "Thursday", "Friday"], "type": "string" },
+      { "id": "colCond", "component": "Col", "label": "Conditions", "data": ["⛅ Partly cloudy", "🌦️ Scattered showers", "☀️ Mostly sunny"], "type": "string" },
+      { "id": "colHigh", "component": "Col", "label": "High (°C)", "data": [29, 27, 30], "type": "number" },
+      { "id": "colLow", "component": "Col", "label": "Low (°C)", "data": [20, 21, 19], "type": "number" },
+      { "id": "colRain", "component": "Col", "label": "Rain Chance", "data": ["10%", "60%", "5%"], "type": "string" },
+
+      { "id": "sunHeader", "component": "Heading", "text": "Sunrise & Sunset", "level": "h3" },
+      { "id": "sunRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "xl", "justify": "around", "children": ["sunrise", "sunset"] },
+      { "id": "sunrise", "component": "TextContent", "text": "🌅 **Sunrise**\n6:38 AM", "size": "default" },
+      { "id": "sunset", "component": "TextContent", "text": "🌇 **Sunset**\n6:02 PM", "size": "default" }
+    ]
+  }
+}
+</a2ui-json>
+
+This brief covers all three items: current conditions (24°C, partly cloudy), a 3-day outlook table with highs, lows, and rain chances, plus today's sunrise (6:38 AM) and sunset (6:02 PM). Have a great morning! ☀️
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..3c6ce9d42
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b1-weather__r4.txt
@@ -0,0 +1,48 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "weather-brief",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E88E5",
+      "agentDisplayName": "Morning Weather Brief"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "weather-brief",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["header", "currentCard", "sunCard", "outlookCard"] },
+      { "id": "header", "component": "CardHeader", "title": "🌤️ Morning Weather Brief — Bengaluru", "subtitle": "Today, Tuesday · Updated 7:00 AM IST" },
+
+      { "id": "currentCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["currentTitle", "currentTemp", "currentDetails"] },
+      { "id": "currentTitle", "component": "TextContent", "text": "**Right Now in Bengaluru**", "size": "large-heavy" },
+      { "id": "currentTemp", "component": "TextContent", "text": "# 24°C — Partly Cloudy ⛅", "size": "large" },
+      { "id": "currentDetails", "component": "TextContent", "text": "Feels like 26°C · Humidity 68% · Wind 12 km/h W · A pleasant, mild morning with light cloud cover expected to clear by noon.", "size": "default" },
+
+      { "id": "sunCard", "component": "Card", "variant": "clear", "direction": "row", "gap": "l", "children": ["sunrise", "sunset"] },
+      { "id": "sunrise", "component": "Callout", "variant": "warning", "title": "🌅 Sunrise", "description": "6:12 AM" },
+      { "id": "sunset", "component": "Callout", "variant": "info", "title": "🌇 Sunset", "description": "6:38 PM" },
+
+      { "id": "outlookCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["outlookTitle", "outlookTable"] },
+      { "id": "outlookTitle", "component": "TextContent", "text": "**3-Day Outlook**", "size": "large-heavy" },
+      { "id": "outlookTable", "component": "Table", "columns": ["colDay", "colCond", "colHigh", "colLow", "colRain"] },
+      { "id": "colDay", "component": "Col", "label": "Day", "data": ["Wednesday", "Thursday", "Friday"] },
+      { "id": "colCond", "component": "Col", "label": "Conditions", "data": ["☀️ Sunny", "⛅ Partly Cloudy", "🌦️ Light Showers"] },
+      { "id": "colHigh", "component": "Col", "label": "High (°C)", "data": [29, 28, 26], "type": "number" },
+      { "id": "colLow", "component": "Col", "label": "Low (°C)", "data": [19, 20, 20], "type": "number" },
+      { "id": "colRain", "component": "Col", "label": "Rain Chance", "data": ["5%", "15%", "60%"] }
+    ]
+  }
+}
+</a2ui-json>
+
+**Summary:** It's a pleasant 24°C and partly cloudy in Bengaluru right now. The next three days stay warm with highs of 26–29°C, though Friday brings a 60% chance of light showers — worth carrying an umbrella. Sunrise was at 6:12 AM and sunset is at 6:38 PM.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..956d50caa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r1.txt
@@ -0,0 +1,43 @@
+Here's a personal budget dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"budget","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Budget Tracker"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"budget","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","monthSelect","progress","sep1","pie","sep2","largest","sep3","addForm"]},
+{"id":"header","component":"CardHeader","title":"March Budget","subtitle":"Personal spending overview"},
+{"id":"monthSelect","component":"Select","name":"month","items":["m1","m2","m3"],"value":"2025-03","size":"small"},
+{"id":"m1","component":"SelectItem","value":"2025-01","label":"January 2025"},
+{"id":"m2","component":"SelectItem","value":"2025-02","label":"February 2025"},
+{"id":"m3","component":"SelectItem","value":"2025-03","label":"March 2025"},
+{"id":"progress","component":"Progress","value":74,"label":"$1,480 of $2,000 budget spent"},
+{"id":"sep1","component":"Separator"},
+{"id":"pie","component":"PieChart","labels":["Rent","Groceries","Dining","Transport","Entertainment"],"values":[800,320,180,120,60],"variant":"donut"},
+{"id":"sep2","component":"Separator"},
+{"id":"largest","component":"Callout","variant":"warning","title":"Largest expense: Rent — $800","description":"Paid Mar 1 · 54% of total spending this month"},
+{"id":"sep3","component":"Separator"},
+{"id":"addForm","component":"Form","name":"addExpense","buttons":"formButtons","fields":["fAmount","fCategory","fNote"]},
+{"id":"fAmount","component":"FormControl","label":"Amount","input":"amountInput"},
+{"id":"amountInput","component":"Input","name":"amount","placeholder":"0.00","type":"number"},
+{"id":"fCategory","component":"FormControl","label":"Category","input":"catSelect"},
+{"id":"catSelect","component":"Select","name":"category","items":["c1","c2","c3","c4","c5"],"placeholder":"Pick a category"},
+{"id":"c1","component":"SelectItem","value":"rent","label":"Rent"},
+{"id":"c2","component":"SelectItem","value":"groceries","label":"Groceries"},
+{"id":"c3","component":"SelectItem","value":"dining","label":"Dining"},
+{"id":"c4","component":"SelectItem","value":"transport","label":"Transport"},
+{"id":"c5","component":"SelectItem","value":"entertainment","label":"Entertainment"},
+{"id":"fNote","component":"FormControl","label":"Note","input":"noteInput"},
+{"id":"noteInput","component":"Input","name":"note","placeholder":"e.g. Coffee with Sam"},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Add Expense","variant":"primary"}
+]}}
+</a2ui-json>
+
+All five requirements are covered:
+1. **Total vs budget** — progress bar showing $1,480 of $2,000 (74%).
+2. **Category split** — donut chart across five categories.
+3. **Largest expense** — highlighted callout for Rent ($800).
+4. **Different month** — month selector dropdown.
+5. **Add expense** — form with amount, category, note, and submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..ea5ca55ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r2.txt
@@ -0,0 +1,51 @@
+Here's a personal budget check screen covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"budget-check","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","monthSelect","spentCard","largestExpense","categoryCard","addExpense"]},
+{"id":"header","component":"CardHeader","title":"Personal Budget Check","subtitle":"October 2025 overview"},
+{"id":"monthSelect","component":"Select","name":"month","placeholder":"View a different month","items":["mOct","mSep","mAug","mJul"],"value":"oct"},
+{"id":"mOct","component":"SelectItem","value":"oct","label":"October 2025"},
+{"id":"mSep","component":"SelectItem","value":"sep","label":"September 2025"},
+{"id":"mAug","component":"SelectItem","value":"aug","label":"August 2025"},
+{"id":"mJul","component":"SelectItem","value":"jul","label":"July 2025"},
+{"id":"spentCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["spentTitle","spentProgress","spentNote"]},
+{"id":"spentTitle","component":"TextContent","text":"**Total spent:** $1,840 of $2,500 budget","size":"large-heavy"},
+{"id":"spentProgress","component":"Progress","value":74,"label":"74% of monthly budget used"},
+{"id":"spentNote","component":"TextContent","text":"$660 remaining with 9 days left in the month.","size":"small"},
+{"id":"largestExpense","component":"Callout","variant":"warning","title":"Largest expense: Rent — $950","description":"Paid Oct 1 to Maple Apartments. This is 52% of your total spending this month."},
+{"id":"categoryCard","component":"Card","variant":"clear","direction":"column","gap":"s","children":["categoryTitle","categoryChart"]},
+{"id":"categoryTitle","component":"TextContent","text":"**Spending by category**","size":"default"},
+{"id":"categoryChart","component":"PieChart","labels":["Rent","Groceries","Dining","Transport","Entertainment","Utilities"],"values":[950,320,210,140,120,100],"variant":"donut"},
+{"id":"addExpense","component":"DialogBlock","triggerLabel":"+ Add Expense","title":"Add a new expense","description":"Log a new transaction for this month.","content":["expForm"]},
+{"id":"expForm","component":"Form","name":"addExpenseForm","buttons":"expButtons","fields":["fAmount","fCategory","fNote"]},
+{"id":"fAmount","component":"FormControl","label":"Amount ($)","input":"inAmount","hint":"Required"},
+{"id":"inAmount","component":"Input","name":"amount","type":"number","placeholder":"e.g. 45.00"},
+{"id":"fCategory","component":"FormControl","label":"Category","input":"inCategory"},
+{"id":"inCategory","component":"Select","name":"category","placeholder":"Choose a category","items":["cGroc","cDine","cTrans","cEnt","cUtil","cOther"]},
+{"id":"cGroc","component":"SelectItem","value":"groceries","label":"Groceries"},
+{"id":"cDine","component":"SelectItem","value":"dining","label":"Dining"},
+{"id":"cTrans","component":"SelectItem","value":"transport","label":"Transport"},
+{"id":"cEnt","component":"SelectItem","value":"entertainment","label":"Entertainment"},
+{"id":"cUtil","component":"SelectItem","value":"utilities","label":"Utilities"},
+{"id":"cOther","component":"SelectItem","value":"other","label":"Other"},
+{"id":"fNote","component":"FormControl","label":"Note (optional)","input":"inNote"},
+{"id":"inNote","component":"TextArea","name":"note","placeholder":"e.g. Dinner with friends","rows":2},
+{"id":"expButtons","component":"Buttons","buttons":["btnSave","btnCancel"]},
+{"id":"btnSave","component":"Button","label":"Save Expense","variant":"primary"},
+{"id":"btnCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+This covers all five requirements:
+1. **Total spent vs. budget** — progress bar showing $1,840 of $2,500 (74% used) with remaining amount.
+2. **Spending by category** — donut chart splitting expenses across six categories.
+3. **Largest expense highlighted** — a warning callout flagging Rent ($950) as the biggest single expense.
+4. **View a different month** — month selector dropdown at the top.
+5. **Add an expense** — a dialog with a form for amount, category, and an optional note.
+
+Want me to adjust the budget figures, add more months, or include a table of recent transactions?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..7de76ba73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r3.txt
@@ -0,0 +1,289 @@
+Here's your personal budget dashboard covering all five items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2E7D5B",
+        "agentDisplayName": "Budget Tracker"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "budget-card",
+            "split-card",
+            "largest-expense",
+            "add-expense-card"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["title", "month-select"]
+        },
+        {
+          "id": "title",
+          "component": "Heading",
+          "text": "Personal Budget",
+          "level": "h2"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select month",
+          "value": "2025-06",
+          "items": ["month-jun", "month-may", "month-apr", "month-mar"],
+          "size": "medium"
+        },
+        {
+          "id": "month-jun",
+          "component": "SelectItem",
+          "value": "2025-06",
+          "label": "June 2025"
+        },
+        {
+          "id": "month-may",
+          "component": "SelectItem",
+          "value": "2025-05",
+          "label": "May 2025"
+        },
+        {
+          "id": "month-apr",
+          "component": "SelectItem",
+          "value": "2025-04",
+          "label": "April 2025"
+        },
+        {
+          "id": "month-mar",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025"
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["budget-header", "budget-progress", "budget-summary"]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Total Spent vs Budget",
+          "subtitle": "June 2025"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 62,
+          "label": "$1,860 of $3,000 budget"
+        },
+        {
+          "id": "budget-summary",
+          "component": "TextContent",
+          "text": "You've spent **$1,860** (62%) of your $3,000 monthly budget. **$1,140** remaining with 11 days left.",
+          "size": "default"
+        },
+        {
+          "id": "split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["split-header", "split-chart"]
+        },
+        {
+          "id": "split-header",
+          "component": "CardHeader",
+          "title": "Spending by Category",
+          "subtitle": "Where your money went this month"
+        },
+        {
+          "id": "split-chart",
+          "component": "PieChart",
+          "labels": ["Groceries", "Rent", "Dining Out", "Transport", "Entertainment", "Utilities"],
+          "values": [520, 850, 210, 130, 90, 60],
+          "variant": "donut"
+        },
+        {
+          "id": "largest-expense",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest Single Expense: $850 — Rent",
+          "description": "Paid June 1 to Maple Apartments. This accounts for 46% of your total spending this month."
+        },
+        {
+          "id": "add-expense-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["add-header", "add-form"]
+        },
+        {
+          "id": "add-header",
+          "component": "CardHeader",
+          "title": "Add an Expense",
+          "subtitle": "Log a new purchase to this month"
+        },
+        {
+          "id": "add-form",
+          "component": "Form",
+          "name": "addExpense",
+          "buttons": "form-buttons",
+          "fields": ["field-amount", "field-category", "field-desc", "field-date"]
+        },
+        {
+          "id": "field-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "input-amount",
+          "hint": "Enter the amount in dollars"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "e.g. 24.50",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "input-category"
+        },
+        {
+          "id": "input-category",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose a category",
+          "items": ["cat-groceries", "cat-rent", "cat-dining", "cat-transport", "cat-entertainment", "cat-utilities", "cat-other"],
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "cat-groceries",
+          "component": "SelectItem",
+          "value": "groceries",
+          "label": "Groceries"
+        },
+        {
+          "id": "cat-rent",
+          "component": "SelectItem",
+          "value": "rent",
+          "label": "Rent"
+        },
+        {
+          "id": "cat-dining",
+          "component": "SelectItem",
+          "value": "dining",
+          "label": "Dining Out"
+        },
+        {
+          "id": "cat-transport",
+          "component": "SelectItem",
+          "value": "transport",
+          "label": "Transport"
+        },
+        {
+          "id": "cat-entertainment",
+          "component": "SelectItem",
+          "value": "entertainment",
+          "label": "Entertainment"
+        },
+        {
+          "id": "cat-utilities",
+          "component": "SelectItem",
+          "value": "utilities",
+          "label": "Utilities"
+        },
+        {
+          "id": "cat-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "field-desc",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "input-desc"
+        },
+        {
+          "id": "input-desc",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "e.g. Weekly grocery run"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit", "btn-cancel"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Add Expense",
+          "variant": "primary",
+          "action": [{"event": "submit", "form": "addExpense"}]
+        },
+        {
+          "id": "btn-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "action": [{"event": "reset", "form": "addExpense"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All five items are covered:
+
+1. **Total spent vs budget** — a progress bar showing $1,860 of $3,000 (62%) with remaining balance and days left.
+2. **Spending by category** — a donut chart splitting expenses across six categories.
+3. **Largest expense highlighted** — a warning callout flagging the $850 rent payment (46% of spend).
+4. **Switch months** — a month selector in the header (March–June 2025).
+5. **Add an expense** — a form with amount, category, description, and date fields, plus Add/Cancel buttons.
+
+Want me to adjust the sample data, add a recent-transactions list, or set a different budget amount?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..2ba58d3fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-budget__r4.txt
@@ -0,0 +1,49 @@
+Here's your personal budget dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"budget-surface","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2E7D32","agentDisplayName":"Budget Tracker"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"budget-surface","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","progressLabel","budgetProgress","sep1","catHeader","categoryChart","sep2","largestCallout","sep3","monthControl","monthSelect","sep4","addForm"]},
+{"id":"header","component":"CardHeader","title":"Personal Budget — March 2025","subtitle":"Monthly budget: $3,000"},
+{"id":"progressLabel","component":"TextContent","text":"**1. Total spent this month vs. budget** — $2,150 of $3,000 (72%)","size":"default"},
+{"id":"budgetProgress","component":"Progress","value":72,"label":"$2,150 spent / $3,000 budget"},
+{"id":"sep1","component":"Separator"},
+{"id":"catHeader","component":"TextContent","text":"**2. Spending split by category**","size":"default"},
+{"id":"categoryChart","component":"PieChart","labels":["Rent","Groceries","Dining","Transport","Entertainment","Utilities"],"values":[1200,380,220,150,120,80],"variant":"donut"},
+{"id":"sep2","component":"Separator"},
+{"id":"largestCallout","component":"Callout","variant":"warning","title":"3. Largest expense: Rent — $1,200","description":"Paid March 1. This is 56% of your total spending this month."},
+{"id":"sep3","component":"Separator"},
+{"id":"monthControl","component":"FormControl","label":"4. View a different month","input":"monthSelect","hint":"Switch the month to see historical spending"},
+{"id":"monthSelect","component":"Select","name":"month","placeholder":"March 2025","value":"mar2025","items":["mJan","mFeb","mMar","mApr"]},
+{"id":"mJan","component":"SelectItem","value":"jan2025","label":"January 2025"},
+{"id":"mFeb","component":"SelectItem","value":"feb2025","label":"February 2025"},
+{"id":"mMar","component":"SelectItem","value":"mar2025","label":"March 2025"},
+{"id":"mApr","component":"SelectItem","value":"apr2025","label":"April 2025"},
+{"id":"sep4","component":"Separator"},
+{"id":"addForm","component":"Form","name":"addExpense","fields":["fcDesc","fcAmount","fcCat"],"buttons":"formButtons"},
+{"id":"fcDesc","component":"FormControl","label":"5. Add an expense — Description","input":"inDesc"},
+{"id":"inDesc","component":"Input","name":"description","placeholder":"e.g. Coffee with friends","type":"text"},
+{"id":"fcAmount","component":"FormControl","label":"Amount ($)","input":"inAmount"},
+{"id":"inAmount","component":"Input","name":"amount","placeholder":"0.00","type":"number"},
+{"id":"fcCat","component":"FormControl","label":"Category","input":"inCat"},
+{"id":"inCat","component":"Select","name":"category","placeholder":"Select category","items":["cGroc","cDine","cTrans","cEnt","cUtil","cOther"]},
+{"id":"cGroc","component":"SelectItem","value":"groceries","label":"Groceries"},
+{"id":"cDine","component":"SelectItem","value":"dining","label":"Dining"},
+{"id":"cTrans","component":"SelectItem","value":"transport","label":"Transport"},
+{"id":"cEnt","component":"SelectItem","value":"entertainment","label":"Entertainment"},
+{"id":"cUtil","component":"SelectItem","value":"utilities","label":"Utilities"},
+{"id":"cOther","component":"SelectItem","value":"other","label":"Other"},
+{"id":"formButtons","component":"Buttons","buttons":["btnAdd"]},
+{"id":"btnAdd","component":"Button","label":"Add Expense","variant":"primary"}
+]}}
+</a2ui-json>
+
+The screen covers all five requirements:
+1. **Budget progress** — a progress bar showing $2,150 of $3,000 spent (72%)
+2. **Category split** — a donut chart breaking spending into six categories
+3. **Largest expense** — a highlighted warning callout for Rent ($1,200)
+4. **Month switcher** — a dropdown to view January–April 2025
+5. **Add expense** — a form with description, amount, category, and a submit button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..e406ed2ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,171 @@
+Here's a cafe menu screen covering all five requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#8B5A2B",
+      "agentDisplayName": "Corner Café"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": ["header", "special-callout", "veg-filter", "tabs", "hours-card"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "☕ Corner Café Menu",
+        "subtitle": "Fresh coffee, homemade food — served daily"
+      },
+      {
+        "id": "special-callout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "⭐ Today's Special",
+        "description": "Pumpkin Spice Latte + Blueberry Muffin combo — only $6.50 (save $2.00!). Available until sold out."
+      },
+      {
+        "id": "veg-filter",
+        "component": "SwitchGroup",
+        "name": "dietaryFilters",
+        "variant": "sunk",
+        "items": ["veg-switch"]
+      },
+      {
+        "id": "veg-switch",
+        "component": "SwitchItem",
+        "name": "vegetarianOnly",
+        "label": "🌱 Show vegetarian items only",
+        "description": "Filter the menu to display vegetarian-friendly dishes and drinks"
+      },
+      {
+        "id": "tabs",
+        "component": "Tabs",
+        "items": ["drinks-tab", "food-tab"]
+      },
+      {
+        "id": "drinks-tab",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "🥤 Drinks",
+        "content": ["drinks-table"]
+      },
+      {
+        "id": "drinks-table",
+        "component": "Table",
+        "columns": ["drink-name", "drink-price", "drink-tags"]
+      },
+      {
+        "id": "drink-name",
+        "component": "Col",
+        "label": "Drink",
+        "data": ["Espresso", "Cappuccino", "Pumpkin Spice Latte ⭐", "Iced Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"],
+        "type": "string"
+      },
+      {
+        "id": "drink-price",
+        "component": "Col",
+        "label": "Price",
+        "data": [3.0, 4.25, 4.75, 4.5, 3.75, 3.5],
+        "type": "number"
+      },
+      {
+        "id": "drink-tags",
+        "component": "Col",
+        "label": "Dietary",
+        "data": ["🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian"],
+        "type": "string"
+      },
+      {
+        "id": "food-tab",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "🍽️ Food",
+        "content": ["food-table"]
+      },
+      {
+        "id": "food-table",
+        "component": "Table",
+        "columns": ["food-name", "food-price", "food-tags"]
+      },
+      {
+        "id": "food-name",
+        "component": "Col",
+        "label": "Item",
+        "data": ["Blueberry Muffin ⭐", "Avocado Toast", "Ham & Cheese Croissant", "Caesar Salad", "Veggie Panini", "Tomato Soup"],
+        "type": "string"
+      },
+      {
+        "id": "food-price",
+        "component": "Col",
+        "label": "Price",
+        "data": [3.75, 6.5, 5.25, 7.0, 6.75, 5.5],
+        "type": "number"
+      },
+      {
+        "id": "food-tags",
+        "component": "Col",
+        "label": "Dietary",
+        "data": ["🌱 Vegetarian", "🌱 Vegetarian", "—", "—", "🌱 Vegetarian", "🌱 Vegetarian"],
+        "type": "string"
+      },
+      {
+        "id": "hours-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["hours-header", "hours-table"]
+      },
+      {
+        "id": "hours-header",
+        "component": "CardHeader",
+        "title": "🕐 Opening Hours"
+      },
+      {
+        "id": "hours-table",
+        "component": "Table",
+        "columns": ["hours-day", "hours-time"]
+      },
+      {
+        "id": "hours-day",
+        "component": "Col",
+        "label": "Day",
+        "data": ["Monday – Friday", "Saturday", "Sunday"],
+        "type": "string"
+      },
+      {
+        "id": "hours-time",
+        "component": "Col",
+        "label": "Hours",
+        "data": ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 2:00 PM"],
+        "type": "string"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen includes:
+1. **Drinks with prices** — a tabbed table with six drinks and prices
+2. **Food with prices** — a second tab with six food items and prices
+3. **Today's special** — a highlighted callout for the Pumpkin Spice Latte + Muffin combo (also marked with ⭐ in the tables)
+4. **Vegetarian filter** — a toggle switch to show vegetarian items only, with 🌱 tags in a dietary column
+5. **Opening hours** — a table showing weekday, Saturday, and Sunday hours
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..3a935d7b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,55 @@
+Here's a cafe menu screen covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#8B5A2B", "agentDisplayName": "The Daily Grind Cafe" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "special", "vegToggle", "tabs", "hoursCard"] },
+
+        { "id": "header", "component": "CardHeader", "title": "☕ The Daily Grind Cafe", "subtitle": "Fresh brews & homemade bites — Menu" },
+
+        { "id": "special", "component": "Callout", "variant": "success", "title": "⭐ Today's Special", "description": "Pumpkin Spice Latte + Blueberry Muffin combo — only $7.50 (save $2)! Available until 3 PM." },
+
+        { "id": "vegToggle", "component": "SwitchGroup", "name": "filters", "variant": "card", "items": ["vegSwitch"] },
+        { "id": "vegSwitch", "component": "SwitchItem", "name": "vegetarianOnly", "label": "🌱 Vegetarian items only", "description": "Filter the menu to show vegetarian options", "defaultChecked": false },
+
+        { "id": "tabs", "component": "Tabs", "items": ["drinksTab", "foodTab"] },
+
+        { "id": "drinksTab", "component": "TabItem", "value": "drinks", "trigger": "🥤 Drinks", "content": ["drinksTable"] },
+        { "id": "drinksTable", "component": "Table", "columns": ["drinkCol", "drinkPriceCol", "drinkVegCol"] },
+        { "id": "drinkCol", "component": "Col", "label": "Drink", "data": ["Espresso", "Cappuccino", "Pumpkin Spice Latte ⭐", "Iced Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"] },
+        { "id": "drinkPriceCol", "component": "Col", "label": "Price", "data": ["$3.00", "$4.50", "$5.50", "$5.00", "$4.00", "$4.50"] },
+        { "id": "drinkVegCol", "component": "Col", "label": "Vegetarian", "data": ["🌱 Yes", "🌱 Yes", "🌱 Yes", "🌱 Yes", "🌱 Yes", "🌱 Yes"] },
+
+        { "id": "foodTab", "component": "TabItem", "value": "food", "trigger": "🥐 Food", "content": ["foodTable"] },
+        { "id": "foodTable", "component": "Table", "columns": ["foodCol", "foodPriceCol", "foodVegCol"] },
+        { "id": "foodCol", "component": "Col", "label": "Food", "data": ["Blueberry Muffin ⭐", "Butter Croissant", "Avocado Toast", "Ham & Cheese Panini", "Caesar Salad", "Veggie Wrap"] },
+        { "id": "foodPriceCol", "component": "Col", "label": "Price", "data": ["$4.00", "$3.50", "$7.50", "$8.00", "$9.00", "$7.00"] },
+        { "id": "foodVegCol", "component": "Col", "label": "Vegetarian", "data": ["🌱 Yes", "🌱 Yes", "🌱 Yes", "No", "No", "🌱 Yes"] },
+
+        { "id": "hoursCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["hoursHeader", "hoursText"] },
+        { "id": "hoursHeader", "component": "CardHeader", "title": "🕐 Opening Hours" },
+        { "id": "hoursText", "component": "TextContent", "text": "**Mon–Fri:** 7:00 AM – 6:00 PM\n\n**Saturday:** 8:00 AM – 5:00 PM\n\n**Sunday:** 9:00 AM – 2:00 PM" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen includes:
+1. **Drinks with prices** — a table under the Drinks tab
+2. **Food with prices** — a table under the Food tab
+3. **Today's special** — a highlighted callout banner at the top
+4. **Vegetarian filter** — a toggle switch, plus 🌱 indicators on each item
+5. **Opening hours** — a dedicated card at the bottom
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..7362c6900
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,37 @@
+Here's a cafe menu screen covering all five requirements — drinks, food, today's special, a vegetarian-only toggle, and opening hours.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5E3C","agentDisplayName":"Cafe Menu"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[
+{"id":"root","component":"Card","children":["header","special","vegFilter","tabs","hoursHeader","hoursTable"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"☕ The Corner Cafe","subtitle":"Fresh brews & homemade bites, every day"},
+{"id":"special","component":"Callout","variant":"success","title":"Today's Special: Pumpkin Spice Latte + Blueberry Muffin — $7.50","description":"Combo deal available today only, until 4 PM. Save $2!"},
+{"id":"vegFilter","component":"SwitchGroup","name":"filters","items":["vegSwitch"],"variant":"clear"},
+{"id":"vegSwitch","component":"SwitchItem","name":"vegetarian","label":"Show vegetarian items only","description":"Filters the menu to vegetarian-friendly options"},
+{"id":"tabs","component":"Tabs","items":["drinksTab","foodTab"]},
+{"id":"drinksTab","component":"TabItem","value":"drinks","trigger":"🥤 Drinks","content":["drinksTable"]},
+{"id":"drinksTable","component":"Table","columns":["drinkCol","drinkPriceCol","drinkVegCol"]},
+{"id":"drinkCol","component":"Col","label":"Drink","data":["Espresso","Cappuccino","Pumpkin Spice Latte ⭐","Iced Matcha Latte","Hot Chocolate","Fresh Orange Juice"],"type":"string"},
+{"id":"drinkPriceCol","component":"Col","label":"Price","data":[3.0,4.25,4.75,4.5,3.75,3.5],"type":"number"},
+{"id":"drinkVegCol","component":"Col","label":"Vegetarian","data":["✅","✅","✅","✅","✅","✅"],"type":"string"},
+{"id":"foodTab","component":"TabItem","value":"food","trigger":"🍽️ Food","content":["foodTable"]},
+{"id":"foodTable","component":"Table","columns":["foodCol","foodPriceCol","foodVegCol"]},
+{"id":"foodCol","component":"Col","label":"Item","data":["Blueberry Muffin ⭐","Avocado Toast","Grilled Cheese","Ham & Cheese Croissant","Caesar Salad","Tomato Soup"],"type":"string"},
+{"id":"foodPriceCol","component":"Col","label":"Price","data":[4.75,6.5,5.75,6.25,7.5,5.5],"type":"number"},
+{"id":"foodVegCol","component":"Col","label":"Vegetarian","data":["✅","✅","✅","❌","❌","✅"],"type":"string"},
+{"id":"hoursHeader","component":"Heading","text":"🕐 Opening Hours","level":"h3"},
+{"id":"hoursTable","component":"Table","columns":["dayCol","hoursCol"]},
+{"id":"dayCol","component":"Col","label":"Day","data":["Monday – Friday","Saturday","Sunday"],"type":"string"},
+{"id":"hoursCol","component":"Col","label":"Hours","data":["7:00 AM – 6:00 PM","8:00 AM – 5:00 PM","8:00 AM – 2:00 PM"],"type":"string"}
+]}}
+</a2ui-json>
+
+The screen includes:
+1. **Drinks with prices** — a Drinks tab with a priced table
+2. **Food with prices** — a Food tab with a priced table
+3. **Today's special** — a highlighted callout banner for the Pumpkin Spice Latte + Blueberry Muffin combo
+4. **Vegetarian filter** — a "Show vegetarian items only" toggle, plus ✅/❌ indicators per item
+5. **Opening hours** — a table showing weekday, Saturday, and Sunday hours
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..0586441ab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,37 @@
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5A2B","agentDisplayName":"Corner Cafe"}}}
+]
+</a2ui-json>
+<a2ui-json>
+[
+  {"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[
+    {"id":"root","component":"Card","children":["header","special","vegToggle","menuTabs","sep","hours"],"gap":"m"},
+    {"id":"header","component":"CardHeader","title":"☕ The Corner Cafe","subtitle":"Fresh coffee & homemade food, every day"},
+    {"id":"special","component":"Callout","variant":"success","title":"Today's Special: Pumpkin Spice Latte","description":"$4.50 all day — with a free slice of banana bread before 11am"},
+    {"id":"vegToggle","component":"SwitchGroup","name":"vegFilter","items":["vegItem"],"value":[]},
+    {"id":"vegItem","component":"SwitchItem","name":"vegOnly","label":"Vegetarian only","description":"Show vegetarian items only"},
+    {"id":"menuTabs","component":"Tabs","items":["drinksTab","foodTab"]},
+    {"id":"drinksTab","component":"TabItem","value":"drinks","trigger":"Drinks","content":["drinksTable"]},
+    {"id":"drinksTable","component":"Table","columns":["drinkCol","drinkPriceCol","drinkTagCol"]},
+    {"id":"drinkCol","component":"Col","label":"Drink","data":["Espresso","Cappuccino","Pumpkin Spice Latte ⭐","Iced Matcha (Veg)","Hot Chocolate (Veg)"],"type":"string"},
+    {"id":"drinkPriceCol","component":"Col","label":"Price","data":[3.0,4.0,4.5,4.5,3.5],"type":"number"},
+    {"id":"drinkTagCol","component":"Col","label":"Notes","data":["—","—","Special","Vegetarian","Vegetarian"],"type":"string"},
+    {"id":"foodTab","component":"TabItem","value":"food","trigger":"Food","content":["foodTable"]},
+    {"id":"foodTable","component":"Table","columns":["foodCol","foodPriceCol","foodTagCol"]},
+    {"id":"foodCol","component":"Col","label":"Food","data":["Croissant (Veg)","Banana Bread (Veg)","Bacon & Egg Sandwich","Avocado Toast (Veg)","Chicken Panini"],"type":"string"},
+    {"id":"foodPriceCol","component":"Col","label":"Price","data":[3.5,3.0,6.5,7.0,7.5],"type":"number"},
+    {"id":"foodTagCol","component":"Col","label":"Notes","data":["Vegetarian","Vegetarian","—","Vegetarian","—"],"type":"string"},
+    {"id":"sep","component":"Separator","orientation":"horizontal"},
+    {"id":"hours","component":"TextContent","text":"**Opening Hours**\n\nMon–Fri: 7:00am – 6:00pm\nSat–Sun: 8:00am – 4:00pm\nPublic holidays: closed"}
+  ]}}
+]
+</a2ui-json>
+
+Here's the cafe menu screen covering all five requirements:
+
+1. **Drinks with prices** — a table under the "Drinks" tab.
+2. **Food with prices** — a table under the "Food" tab.
+3. **Today's special** — a highlighted callout for the Pumpkin Spice Latte.
+4. **Vegetarian filter** — a "Vegetarian only" switch, with veg items tagged in the tables.
+5. **Opening hours** — listed at the bottom of the screen.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..01badf152
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r1.txt
@@ -0,0 +1,30 @@
+Here's a course home screen covering all six requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnHub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"course-home","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","progressCard","nextLesson","modulesCard","ratingCard","continueBtn"]},
+{"id":"header","component":"CardHeader","title":"Modern Web Development with React","subtitle":"Instructor: Dr. Sarah Chen · 6 Modules · 24 Lessons"},
+{"id":"progressCard","component":"Card","variant":"card","children":["progressLabel","progressBar"]},
+{"id":"progressLabel","component":"TextContent","text":"**Overall Progress** — 62% complete","size":"default"},
+{"id":"progressBar","component":"Progress","value":62,"label":"62% of course completed"},
+{"id":"nextLesson","component":"Callout","variant":"info","title":"Up Next: Lesson 3.2 — State Management with Hooks","description":"Continue where you left off in Module 3: Advanced React Patterns. ~18 min remaining."},
+{"id":"modulesCard","component":"Card","variant":"card","children":["modulesTitle","modulesList"]},
+{"id":"modulesTitle","component":"TextContent","text":"**Course Modules**","size":"large-heavy"},
+{"id":"modulesList","component":"ListBlock","variant":"number","items":["mod1","mod2","mod3","mod4","mod5","mod6"]},
+{"id":"mod1","component":"ListItem","title":"Module 1: Getting Started with React","subtitle":"✅ Completed — 4/4 lessons"},
+{"id":"mod2","component":"ListItem","title":"Module 2: Components & Props","subtitle":"✅ Completed — 4/4 lessons"},
+{"id":"mod3","component":"ListItem","title":"Module 3: Advanced React Patterns","subtitle":"🔄 In Progress — 3/5 lessons"},
+{"id":"mod4","component":"ListItem","title":"Module 4: Routing & Navigation","subtitle":"🔒 Not started — 0/4 lessons"},
+{"id":"mod5","component":"ListItem","title":"Module 5: Data Fetching & APIs","subtitle":"🔒 Not started — 0/4 lessons"},
+{"id":"mod6","component":"ListItem","title":"Module 6: Final Project","subtitle":"🔒 Not started — 0/3 lessons"},
+{"id":"ratingCard","component":"Card","variant":"sunk","children":["ratingText"]},
+{"id":"ratingText","component":"TextContent","text":"**Learner Rating:** ⭐ 4.7 / 5.0 — based on 2,348 learner reviews"},
+{"id":"continueBtn","component":"Button","label":"▶ Continue Learning — Resume Lesson 3.2","variant":"primary","size":"large","action":[]}
+]}}
+</a2ui-json>
+
+The screen includes: course title and instructor (header), 62% overall progress bar, all six modules with completion status, a callout for the next lesson, the 4.7 average learner rating, and a prominent "Continue Learning" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..c99f89d09
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r2.txt
@@ -0,0 +1,24 @@
+<a2ui-json>
+[{"version":"v0.9","createSurface":{"surfaceId":"course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnHub"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"course-home","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","progressLabel","progressBar","nextLessonCard","modulesHeader","modulesTable","statsRow","buttons"]},
+{"id":"header","component":"CardHeader","title":"Mastering TypeScript: From Fundamentals to Advanced Patterns","subtitle":"Instructor: Dr. Sarah Chen · Senior Engineer, ex-Google"},
+{"id":"progressLabel","component":"TextContent","text":"**Overall Progress: 62%** — 8 of 13 lessons completed","size":"large-heavy"},
+{"id":"progressBar","component":"Progress","value":62,"label":"Course completion"},
+{"id":"nextLessonCard","component":"Callout","variant":"info","title":"▶ Next Lesson: Generics & Type Constraints","description":"Module 3 · Lesson 9 · ~18 min · Pick up right where you left off."},
+{"id":"modulesHeader","component":"Heading","text":"Course Modules","level":"h3"},
+{"id":"modulesTable","component":"Table","columns":["colModule","colLessons","colStatus"]},
+{"id":"colModule","component":"Col","label":"Module","data":["1. TypeScript Fundamentals","2. Functions & Interfaces","3. Generics in Depth","4. Advanced Type Patterns","5. Real-World Project"],"type":"string"},
+{"id":"colLessons","component":"Col","label":"Lessons","data":[4,4,3,4,3],"type":"number"},
+{"id":"colStatus","component":"Col","label":"Status","data":["✅ Completed","✅ Completed","🔄 In Progress","🔒 Locked","🔒 Locked"],"type":"string"},
+{"id":"statsRow","component":"Card","variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","children":["rating","enrolled"]},
+{"id":"rating","component":"TextContent","text":"⭐ **Average learner rating: 4.8 / 5** (2,340 ratings)"},
+{"id":"enrolled","component":"Badge","text":"12,405 learners enrolled","variant":"secondary"},
+{"id":"buttons","component":"Buttons","buttons":["continueBtn","syllabusBtn"]},
+{"id":"continueBtn","component":"Button","label":"Continue Learning","variant":"primary","size":"large","action":["resume_lesson",{"module":3,"lesson":9}]},
+{"id":"syllabusBtn","component":"Button","label":"View Full Syllabus","variant":"secondary","action":["open_syllabus"]}
+]}}
+]
+</a2ui-json>
+
+Your course home covers all six items: title & instructor in the header, 62% overall progress with a bar, module-by-module completion status in the table, the next lesson called out in the banner, the 4.8★ average rating, and a prominent "Continue Learning" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..e53819575
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r3.txt
@@ -0,0 +1,46 @@
+Here's a learner's course home screen covering all six items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "course-home",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "LearnHub" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "course-home",
+    "components": [
+      { "id": "root", "component": "Card", "children": ["header", "instructorRow", "progress", "ratingRow", "separator1", "modulesTitle", "modulesTable", "separator2", "nextLesson", "continueButtons"], "direction": "column", "gap": "m" },
+      { "id": "header", "component": "CardHeader", "title": "Full-Stack Web Development", "subtitle": "6 modules · 42 lessons · 18h 30m total" },
+      { "id": "instructorRow", "component": "TextContent", "text": "**Instructor:** Dr. Maya Chen — Senior Software Engineer, ex-Google" },
+      { "id": "progress", "component": "Progress", "value": 58, "label": "Overall progress: 58% complete" },
+      { "id": "ratingRow", "component": "TextContent", "text": "⭐ **Average learner rating: 4.7 / 5** (2,318 ratings)" },
+      { "id": "separator1", "component": "Separator", "orientation": "horizontal" },
+      { "id": "modulesTitle", "component": "Heading", "text": "Modules", "level": "h3" },
+      { "id": "modulesTable", "component": "Table", "columns": ["modCol", "statusCol"] },
+      { "id": "modCol", "component": "Col", "label": "Module", "data": ["1. HTML & CSS Foundations", "2. JavaScript Essentials", "3. React Fundamentals", "4. Node.js & APIs", "5. Databases & SQL", "6. Deployment & DevOps"] },
+      { "id": "statusCol", "component": "Col", "label": "Status", "data": ["✅ Completed", "✅ Completed", "✅ Completed", "▶️ In progress (60%)", "🔒 Locked", "🔒 Locked"] },
+      { "id": "separator2", "component": "Separator", "orientation": "horizontal" },
+      { "id": "nextLesson", "component": "Callout", "variant": "info", "title": "Up next: Building REST APIs with Express", "description": "Module 4 · Lesson 3 · 22 min — pick up right where you left off." },
+      { "id": "continueButtons", "component": "Buttons", "buttons": ["continueBtn", "syllabusBtn"] },
+      { "id": "continueBtn", "component": "Button", "label": "Continue Learning", "variant": "primary", "size": "large" },
+      { "id": "syllabusBtn", "component": "Button", "label": "View Syllabus", "variant": "secondary", "size": "medium" }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers everything requested:
+1. **Course title & instructor** — "Full-Stack Web Development" by Dr. Maya Chen
+2. **Overall progress** — 58% progress bar
+3. **Modules with completion status** — a table showing all 6 modules (completed, in progress, locked)
+4. **Next lesson callout** — "Building REST APIs with Express" highlighted in an info banner
+5. **Average learner rating** — 4.7/5 from 2,318 ratings
+6. **Continue learning** — a prominent primary "Continue Learning" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..cd8d75690
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-course__r4.txt
@@ -0,0 +1,35 @@
+Here's a learner's course home screen covering all six requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnHub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"course-home","components":[
+{"id":"root","component":"Card","children":["header","metaRow","progressLabel","progressBar","sep1","nextCallout","modulesHeading","modulesList","sep2","ratingRow","continueBtn"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"Modern Web Development Bootcamp","subtitle":"Instructor: Dr. Sarah Chen"},
+{"id":"metaRow","component":"TagBlock","tags":["Beginner Friendly","12 Modules","Certificate Included"]},
+{"id":"progressLabel","component":"TextContent","text":"**Overall Progress** — you're 58% of the way there. Keep it up!","size":"small-heavy"},
+{"id":"progressBar","component":"Progress","value":58,"label":"58% complete"},
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+{"id":"nextCallout","component":"Callout","variant":"info","title":"Next Lesson: Flexbox Layouts in Practice","description":"Module 4 · Lesson 2 · 18 min — Pick up right where you left off."},
+{"id":"modulesHeading","component":"Heading","text":"Course Modules","level":"h3"},
+{"id":"modulesList","component":"ListBlock","items":["mod1","mod2","mod3","mod4","mod5"],"variant":"number"},
+{"id":"mod1","component":"ListItem","title":"Module 1: HTML & CSS Foundations","subtitle":"✅ Completed · 6/6 lessons"},
+{"id":"mod2","component":"ListItem","title":"Module 2: Responsive Design","subtitle":"✅ Completed · 5/5 lessons"},
+{"id":"mod3","component":"ListItem","title":"Module 3: JavaScript Essentials","subtitle":"✅ Completed · 8/8 lessons"},
+{"id":"mod4","component":"ListItem","title":"Module 4: CSS Layout Mastery","subtitle":"🔄 In Progress · 1/4 lessons"},
+{"id":"mod5","component":"ListItem","title":"Module 5: Final Project","subtitle":"🔒 Locked · 0/3 lessons"},
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+{"id":"ratingRow","component":"TextContent","text":"**Average Learner Rating:** ⭐ 4.7 / 5.0 (2,348 ratings)","size":"default"},
+{"id":"continueBtn","component":"Button","label":"Continue Learning","variant":"primary","size":"large","action":[{"type":"navigate","target":"/course/module-4/lesson-2"}]}
+]}}
+</a2ui-json>
+
+This screen includes:
+1. **Course title & instructor** — CardHeader with "Modern Web Development Bootcamp" by Dr. Sarah Chen
+2. **Overall progress** — 58% progress bar with label
+3. **Modules with completion status** — numbered list showing completed, in-progress, and locked modules
+4. **Next lesson callout** — highlighted info banner for "Flexbox Layouts in Practice"
+5. **Average learner rating** — 4.7/5.0 with rating count
+6. **Continue learning** — prominent primary button to resume the course
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..cadda470d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r1.txt
@@ -0,0 +1,82 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "conference-landing",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#5B4BFF",
+      "agentDisplayName": "TechVision Summit"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "conference-landing",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["hero", "countdown-card", "agenda-card", "speakers-card", "tickets-card", "register-card"] },
+
+      { "id": "hero", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["hero-title", "hero-subtitle", "hero-tags"] },
+      { "id": "hero-title", "component": "Heading", "text": "TechVision Summit 2026", "level": "h1" },
+      { "id": "hero-subtitle", "component": "TextContent", "text": "**March 12–13, 2026** · Moscone Center, San Francisco, CA", "size": "large" },
+      { "id": "hero-tags", "component": "TagBlock", "tags": ["AI & ML", "Cloud", "Developer Tools", "2 Days", "In-Person + Livestream"] },
+
+      { "id": "countdown-card", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["countdown-badge", "countdown-text"] },
+      { "id": "countdown-badge", "component": "Badge", "text": "⏳ 43 days remaining", "variant": "default" },
+      { "id": "countdown-text", "component": "TextContent", "text": "The event kicks off on March 12, 2026 — secure your spot before early-bird pricing ends.", "size": "small" },
+
+      { "id": "agenda-card", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["agenda-header", "agenda-table"] },
+      { "id": "agenda-header", "component": "CardHeader", "title": "Agenda", "subtitle": "Day 1 — Thursday, March 12" },
+      { "id": "agenda-table", "component": "Table", "columns": ["agenda-time", "agenda-session", "agenda-location"] },
+      { "id": "agenda-time", "component": "Col", "label": "Time", "data": ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM", "6:00 PM"] },
+      { "id": "agenda-session", "component": "Col", "label": "Session", "data": ["Registration & Coffee", "Opening Keynote: The Future of AI", "Panel: Scaling ML in Production", "Lunch Break", "Workshop: Building with LLM Agents", "Lightning Talks & Demos", "Networking Reception"] },
+      { "id": "agenda-location", "component": "Col", "label": "Location", "data": ["Main Lobby", "Hall A", "Hall A", "Terrace", "Room 204", "Hall B", "Rooftop Lounge"] },
+
+      { "id": "speakers-card", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["speakers-header", "speakers-list"] },
+      { "id": "speakers-header", "component": "CardHeader", "title": "Speakers", "subtitle": "World-class voices from across the industry" },
+      { "id": "speakers-list", "component": "ListBlock", "variant": "number", "items": ["speaker-1", "speaker-2", "speaker-3", "speaker-4"] },
+      { "id": "speaker-1", "component": "ListItem", "title": "Dr. Amara Chen", "subtitle": "Chief AI Scientist at NeuralEdge — pioneering multimodal foundation models." },
+      { "id": "speaker-2", "component": "ListItem", "title": "Marcus Okafor", "subtitle": "VP of Engineering at CloudForge — led infrastructure serving 1B+ daily requests." },
+      { "id": "speaker-3", "component": "ListItem", "title": "Sofia Reyes", "subtitle": "Founder of AgentLab — building autonomous agent frameworks used by 500+ startups." },
+      { "id": "speaker-4", "component": "ListItem", "title": "James Whitfield", "subtitle": "Distinguished Engineer at OpenStack Labs — two decades in distributed systems." },
+
+      { "id": "tickets-card", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["tickets-header", "tickets-table"] },
+      { "id": "tickets-header", "component": "CardHeader", "title": "Tickets", "subtitle": "All tiers include full access to talks and the expo floor" },
+      { "id": "tickets-table", "component": "Table", "columns": ["tier-col", "price-col", "perks-col"] },
+      { "id": "tier-col", "component": "Col", "label": "Tier", "data": ["Early Bird", "General Admission", "VIP"] },
+      { "id": "price-col", "component": "Col", "label": "Price", "data": ["$299", "$449", "$899"] },
+      { "id": "perks-col", "component": "Col", "label": "Includes", "data": ["All talks + expo (until Feb 1)", "All talks, expo + workshops", "Everything + front-row seating, speaker dinner & swag pack"] },
+
+      { "id": "register-card", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["register-header", "register-form"] },
+      { "id": "register-header", "component": "CardHeader", "title": "Register Now", "subtitle": "Reserve your seat in under a minute" },
+      { "id": "register-form", "component": "Form", "name": "registration", "fields": ["name-control", "email-control", "tier-control"], "buttons": "register-buttons" },
+      { "id": "name-control", "component": "FormControl", "label": "Full Name", "input": "name-input" },
+      { "id": "name-input", "component": "Input", "name": "name", "placeholder": "Jane Doe", "type": "text", "rules": [{"required": true}] },
+      { "id": "email-control", "component": "FormControl", "label": "Email", "input": "email-input", "hint": "We'll send your ticket confirmation here." },
+      { "id": "email-input", "component": "Input", "name": "email", "placeholder": "jane@example.com", "type": "email", "rules": [{"required": true}] },
+      { "id": "tier-control", "component": "FormControl", "label": "Ticket Tier", "input": "tier-select" },
+      { "id": "tier-select", "component": "Select", "name": "tier", "placeholder": "Choose a tier", "items": ["tier-early", "tier-ga", "tier-vip"] },
+      { "id": "tier-early", "component": "SelectItem", "value": "early-bird", "label": "Early Bird — $299" },
+      { "id": "tier-ga", "component": "SelectItem", "value": "general", "label": "General Admission — $449" },
+      { "id": "tier-vip", "component": "SelectItem", "value": "vip", "label": "VIP — $899" },
+      { "id": "register-buttons", "component": "Buttons", "buttons": ["register-submit"] },
+      { "id": "register-submit", "component": "Button", "label": "Register", "variant": "primary", "size": "large", "action": [{"type": "submitForm", "form": "registration"}] }
+    ]
+  }
+}
+</a2ui-json>
+
+Your conference landing screen is ready! It covers all six items:
+
+1. **Event details** — TechVision Summit 2026, March 12–13, Moscone Center, San Francisco, shown in the hero card.
+2. **Agenda** — a full Day 1 schedule with times, sessions, and locations in a table.
+3. **Speakers** — four speakers, each with a one-line bio.
+4. **Ticket tiers** — Early Bird ($299), General Admission ($449), and VIP ($899) with included perks.
+5. **Registration** — a form with name, email, and tier selection, plus a Register button.
+6. **Countdown** — a badge showing **43 days remaining** until the event (as of today).
+
+Want me to add a Day 2 agenda tab, a live countdown, or a venue map image?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..09dbe7993
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r2.txt
@@ -0,0 +1,61 @@
+Here's your conference landing screen covering all six items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"conf-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C3CE9","agentDisplayName":"ConfHub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"conf-landing","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hero","countdown","agenda","speakers","tickets","register"]},
+
+{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"s","children":["heroTitle","heroSub"]},
+{"id":"heroTitle","component":"Heading","text":"TechForward Summit 2025","level":"h1"},
+{"id":"heroSub","component":"TextContent","text":"📅 **November 18–19, 2025** · 📍 Moscone Center, San Francisco, CA","size":"large"},
+
+{"id":"countdown","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["countTitle","countBar"]},
+{"id":"countTitle","component":"TextContent","text":"⏳ **42 days remaining** until TechForward Summit 2025","size":"small-heavy"},
+{"id":"countBar","component":"Progress","value":70,"label":"Countdown to event"},
+
+{"id":"agenda","component":"Card","variant":"card","direction":"column","gap":"m","children":["agendaHead","agendaTable"]},
+{"id":"agendaHead","component":"Heading","text":"Agenda","level":"h2"},
+{"id":"agendaTable","component":"Table","columns":["colTime","colSession","colTrack"]},
+{"id":"colTime","component":"Col","label":"Time","data":["9:00 AM","10:00 AM","11:30 AM","1:00 PM","2:30 PM","4:00 PM"]},
+{"id":"colSession","component":"Col","label":"Session","data":["Registration & Coffee","Opening Keynote: The Future of AI","Panel: Scaling Cloud Infrastructure","Lunch & Networking","Workshop: Hands-on LLM Apps","Closing Talk & Awards"]},
+{"id":"colTrack","component":"Col","label":"Track","data":["Main Hall","Main Hall","Room B","Expo Floor","Room C","Main Hall"]},
+
+{"id":"speakers","component":"Card","variant":"card","direction":"column","gap":"m","children":["spkHead","spkList"]},
+{"id":"spkHead","component":"Heading","text":"Speakers","level":"h2"},
+{"id":"spkList","component":"ListBlock","items":["spk1","spk2","spk3","spk4"]},
+{"id":"spk1","component":"ListItem","title":"Dr. Amara Chen","subtitle":"Chief AI Scientist at NovaLabs — pioneer in multimodal foundation models."},
+{"id":"spk2","component":"ListItem","title":"Marcus Rivera","subtitle":"VP of Engineering at CloudScale — led infrastructure for 100M+ users."},
+{"id":"spk3","component":"ListItem","title":"Priya Natarajan","subtitle":"Founder of DevFlow — building the next generation of developer tools."},
+{"id":"spk4","component":"ListItem","title":"Jonas Weber","subtitle":"Security Lead at Sentinel — expert in zero-trust architecture."},
+
+{"id":"tickets","component":"Card","variant":"card","direction":"column","gap":"m","children":["tixHead","tixTable"]},
+{"id":"tixHead","component":"Heading","text":"Tickets","level":"h2"},
+{"id":"tixTable","component":"Table","columns":["colTier","colPrice","colPerks"]},
+{"id":"colTier","component":"Col","label":"Tier","data":["Early Bird","General Admission","VIP"]},
+{"id":"colPrice","component":"Col","label":"Price","data":["$299","$449","$899"]},
+{"id":"colPerks","component":"Col","label":"Includes","data":["All talks + lunch","All talks, workshops + lunch","Front-row seating, speaker dinner, swag bag"]},
+
+{"id":"register","component":"Card","variant":"card","direction":"column","gap":"m","children":["regHead","regForm"]},
+{"id":"regHead","component":"Heading","text":"Register Now","level":"h2"},
+{"id":"regForm","component":"Form","name":"registration","buttons":"regBtns","fields":["fcName","fcEmail"]},
+{"id":"fcName","component":"FormControl","label":"Full Name","input":"inName"},
+{"id":"inName","component":"Input","name":"name","placeholder":"Jane Doe","type":"text"},
+{"id":"fcEmail","component":"FormControl","label":"Email","input":"inEmail","hint":"We'll send your ticket confirmation here."},
+{"id":"inEmail","component":"Input","name":"email","placeholder":"jane@example.com","type":"email"},
+{"id":"regBtns","component":"Buttons","buttons":["btnSubmit"]},
+{"id":"btnSubmit","component":"Button","label":"Register","variant":"primary","size":"large"}
+]}}
+</a2ui-json>
+
+The screen includes:
+1. **Hero card** — event name (TechForward Summit 2025), dates, and venue
+2. **Countdown** — 42 days remaining with a progress bar
+3. **Agenda table** — six sessions with times and tracks
+4. **Speakers list** — four speakers with a one-line bio each
+5. **Ticket tiers table** — Early Bird ($299), GA ($449), VIP ($899) with perks
+6. **Registration form** — name and email fields with a Register button
+
+Want me to add a venue map, change the pricing, or adjust the agenda?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..5713e0cde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r3.txt
@@ -0,0 +1,68 @@
+Here's your conference landing screen covering all six items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "conf-landing",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#6C3BF0",
+      "agentDisplayName": "TechNova Summit"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "conf-landing",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "countdown", "agendaCard", "speakersCard", "ticketsCard", "registerCard"] },
+
+      { "id": "header", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["headerTop", "headerTitle", "headerMeta"] },
+      { "id": "headerTop", "component": "Tag", "text": "Annual Tech Conference", "variant": "info" },
+      { "id": "headerTitle", "component": "Heading", "text": "TechNova Summit 2025", "level": "h1" },
+      { "id": "headerMeta", "component": "TextContent", "text": "📅 December 10, 2025 · 9:00 AM – 6:00 PM  |  📍 Moscone Center, San Francisco, CA", "size": "large" },
+
+      { "id": "countdown", "component": "Callout", "variant": "success", "title": "72 days remaining", "description": "The event starts on December 10, 2025. Early-bird tickets close in 14 days — register soon!" },
+
+      { "id": "agendaCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["agendaHeader", "agendaTable"] },
+      { "id": "agendaHeader", "component": "CardHeader", "title": "Agenda", "subtitle": "Full schedule for December 10" },
+      { "id": "agendaTable", "component": "Table", "columns": ["agendaTime", "agendaSession", "agendaSpeaker"] },
+      { "id": "agendaTime", "component": "Col", "label": "Time", "data": ["09:00 – 09:30", "09:30 – 10:30", "10:45 – 11:45", "12:00 – 13:00", "13:00 – 14:00", "14:00 – 15:30", "15:45 – 17:00", "17:00 – 18:00"] },
+      { "id": "agendaSession", "component": "Col", "label": "Session", "data": ["Registration & Coffee", "Opening Keynote: The Future of AI", "Panel: Building Responsible Tech", "Workshop: Cloud-Native at Scale", "Lunch & Networking", "Breakout Sessions (3 tracks)", "Fireside Chat: Startup Playbooks", "Closing Remarks & Mixer"] },
+      { "id": "agendaSpeaker", "component": "Col", "label": "Speaker(s)", "data": ["—", "Dr. Maya Chen", "All speakers", "Priya Nair", "—", "Track leads", "Jordan Okafor", "Organizing team"] },
+
+      { "id": "speakersCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["speakersHeader", "speakersList"] },
+      { "id": "speakersHeader", "component": "CardHeader", "title": "Speakers", "subtitle": "Meet the voices of TechNova 2025" },
+      { "id": "speakersList", "component": "ListBlock", "variant": "number", "items": ["spk1", "spk2", "spk3", "spk4"] },
+      { "id": "spk1", "component": "ListItem", "title": "Dr. Maya Chen", "subtitle": "Chief AI Scientist at OpenVector — pioneer of multimodal foundation models." },
+      { "id": "spk2", "component": "ListItem", "title": "Priya Nair", "subtitle": "VP of Platform at CloudWave — scaled infrastructure to 100M daily users." },
+      { "id": "spk3", "component": "ListItem", "title": "Jordan Okafor", "subtitle": "Founder & CEO of SeedGrid — built three startups to successful exits." },
+      { "id": "spk4", "component": "ListItem", "title": "Lucas Meyer", "subtitle": "Security Lead at Sentinel — expert on zero-trust architecture and DevSecOps." },
+
+      { "id": "ticketsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["ticketsHeader", "ticketsTable"] },
+      { "id": "ticketsHeader", "component": "CardHeader", "title": "Tickets", "subtitle": "Choose the tier that fits you" },
+      { "id": "ticketsTable", "component": "Table", "columns": ["tierCol", "priceCol", "perksCol"] },
+      { "id": "tierCol", "component": "Col", "label": "Tier", "data": ["Student", "General Admission", "Pro", "VIP"] },
+      { "id": "priceCol", "component": "Col", "label": "Price", "data": ["$49", "$149", "$299", "$599"] },
+      { "id": "perksCol", "component": "Col", "label": "Includes", "data": ["Main talks only (valid student ID)", "All talks + workshops", "All sessions + lunch + recordings", "Everything + speaker dinner + front-row seating"] },
+
+      { "id": "registerCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["registerHeader", "registerForm"] },
+      { "id": "registerHeader", "component": "CardHeader", "title": "Register Now", "subtitle": "Secure your spot in under a minute" },
+      { "id": "registerForm", "component": "Form", "name": "registration", "buttons": "registerButtons", "fields": ["nameControl", "emailControl"] },
+      { "id": "nameControl", "component": "FormControl", "label": "Full Name", "input": "nameInput" },
+      { "id": "nameInput", "component": "Input", "name": "fullName", "placeholder": "Jane Doe", "type": "text", "rules": [{"required": true}] },
+      { "id": "emailControl", "component": "FormControl", "label": "Email Address", "input": "emailInput", "hint": "We'll send your ticket confirmation here." },
+      { "id": "emailInput", "component": "Input", "name": "email", "placeholder": "jane@example.com", "type": "email", "rules": [{"required": true}] },
+      { "id": "registerButtons", "component": "Buttons", "buttons": ["registerBtn"] },
+      { "id": "registerBtn", "component": "Button", "label": "Register", "variant": "primary", "size": "large" }
+    ]
+  }
+}
+</a2ui-json>
+
+All six items are covered: event name/date/venue in the header, a countdown callout (72 days), the timed agenda table, speaker bios, ticket pricing tiers, and a name + email registration form. Want me to adjust the event details, add a tier selector to the form, or change the theme?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..740574902
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-event__r4.txt
@@ -0,0 +1,49 @@
+Here's your conference landing screen covering all six items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"conf-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C47FF","agentDisplayName":"TechSummit 2026"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"conf-landing","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hero","countdown","agendaCard","speakersCard","ticketsCard","registerCard"]},
+{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"s","children":["heroTitle","heroMeta"]},
+{"id":"heroTitle","component":"Heading","text":"TechSummit 2026: The Future of AI","level":"h1"},
+{"id":"heroMeta","component":"TextContent","text":"📅 **March 15–16, 2026** · 📍 **Moscone Center, San Francisco, CA**","size":"large"},
+{"id":"countdown","component":"Callout","variant":"info","title":"64 days remaining!","description":"TechSummit 2026 kicks off on March 15, 2026. Early bird tickets end Feb 1 — register now to save."},
+{"id":"agendaCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["agendaHeader","agendaTable"]},
+{"id":"agendaHeader","component":"CardHeader","title":"Agenda — Day 1 (Mar 15)","subtitle":"All times in Pacific Time"},
+{"id":"agendaTable","component":"Table","columns":["agTime","agSession","agSpeaker"]},
+{"id":"agTime","component":"Col","label":"Time","data":["9:00 AM","10:00 AM","11:30 AM","1:00 PM","2:00 PM","4:00 PM"]},
+{"id":"agSession","component":"Col","label":"Session","data":["Opening Keynote: AI in 2030","LLMs at Scale","Coffee & Networking","Lunch","Workshop: Building Agents","Panel: Ethics & Regulation"]},
+{"id":"agSpeaker","component":"Col","label":"Speaker","data":["Dr. Amara Chen","Raj Patel","—","—","Sofia Müller","All speakers"]},
+{"id":"speakersCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["speakersHeader","speakersList"]},
+{"id":"speakersHeader","component":"CardHeader","title":"Speakers"},
+{"id":"speakersList","component":"ListBlock","variant":"number","items":["sp1","sp2","sp3","sp4"]},
+{"id":"sp1","component":"ListItem","title":"Dr. Amara Chen","subtitle":"Chief AI Officer at NovaLabs — pioneer in multimodal foundation models."},
+{"id":"sp2","component":"ListItem","title":"Raj Patel","subtitle":"VP of Engineering at ScaleWorks — led infrastructure powering 1B+ daily inference requests."},
+{"id":"sp3","component":"ListItem","title":"Sofia Müller","subtitle":"Head of Applied AI at Orbital — builder of production agent systems across 40 enterprises."},
+{"id":"sp4","component":"ListItem","title":"Prof. David Okafor","subtitle":"Stanford AI Lab — leading voice on AI policy, safety, and global governance."},
+{"id":"ticketsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["ticketsHeader","ticketsTable"]},
+{"id":"ticketsHeader","component":"CardHeader","title":"Tickets","subtitle":"Prices include both days, meals, and session recordings"},
+{"id":"ticketsTable","component":"Table","columns":["tTier","tPrice","tPerks"]},
+{"id":"tTier","component":"Col","label":"Tier","data":["Early Bird","General","VIP"]},
+{"id":"tPrice","component":"Col","label":"Price","data":["$499","$799","$1,499"]},
+{"id":"tPerks","component":"Col","label":"Includes","data":["All talks + workshops","All talks + workshops + recordings","Front-row seating, speaker dinner, 1:1 mentoring"]},
+{"id":"registerCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["registerHeader","registerForm"]},
+{"id":"registerHeader","component":"CardHeader","title":"Register Now","subtitle":"Secure your spot — Early Bird ends February 1"},
+{"id":"registerForm","component":"Form","name":"register","buttons":"regButtons","fields":["fcName","fcEmail","fcTier"]},
+{"id":"fcName","component":"FormControl","label":"Full Name","input":"inName"},
+{"id":"inName","component":"Input","name":"name","placeholder":"Jane Doe","rules":[{"required":true}]},
+{"id":"fcEmail","component":"FormControl","label":"Email","input":"inEmail","hint":"Confirmation and tickets will be sent here."},
+{"id":"inEmail","component":"Input","name":"email","type":"email","placeholder":"jane@example.com","rules":[{"required":true}]},
+{"id":"fcTier","component":"FormControl","label":"Ticket Tier","input":"inTier"},
+{"id":"inTier","component":"Select","name":"tier","items":["ti1","ti2","ti3"],"value":"early"},
+{"id":"ti1","component":"SelectItem","value":"early","label":"Early Bird — $499"},
+{"id":"ti2","component":"SelectItem","value":"general","label":"General — $799"},
+{"id":"ti3","component":"SelectItem","value":"vip","label":"VIP — $1,499"},
+{"id":"regButtons","component":"Buttons","buttons":["btnRegister"]},
+{"id":"btnRegister","component":"Button","label":"Register","variant":"primary","size":"large","action":[{"event":"submit","form":"register"}]}
+]}}
+</a2ui-json>
+
+This single screen includes all six items: **(1)** event name, date & venue in the hero card, **(2)** a timed agenda table, **(3)** four speakers with one-line bios, **(4)** three ticket tiers with prices and perks, **(5)** a registration form with name, email, and tier selection, and **(6)** a countdown callout showing 64 days remaining until March 15, 2026.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..56fb9c44e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,233 @@
+Here's your daily fitness summary screen:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-summary",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#22C55E",
+      "agentDisplayName": "FitTrack"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-summary",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "statsRow", "stepsCard", "caloriesCard", "weeklyCard", "logCard"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Today's Summary",
+        "subtitle": "Tuesday, March 12 — Keep it up! 💪"
+      },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": []
+      },
+      {
+        "id": "stepsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["stepsHeader", "stepsProgress", "stepsText"]
+      },
+      {
+        "id": "stepsHeader",
+        "component": "CardHeader",
+        "title": "👟 Steps",
+        "subtitle": "Goal: 10,000 steps"
+      },
+      {
+        "id": "stepsProgress",
+        "component": "Progress",
+        "value": 74,
+        "label": "7,428 / 10,000 steps"
+      },
+      {
+        "id": "stepsText",
+        "component": "TextContent",
+        "text": "2,572 steps to go — a 20-minute walk will get you there!",
+        "size": "small"
+      },
+      {
+        "id": "caloriesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["calHeader", "calText", "calTags"]
+      },
+      {
+        "id": "calHeader",
+        "component": "CardHeader",
+        "title": "🔥 Calories Burned",
+        "subtitle": "Today so far"
+      },
+      {
+        "id": "calText",
+        "component": "TextContent",
+        "text": "**1,840 kcal** total — 520 kcal from workouts, 1,320 kcal resting.",
+        "size": "large"
+      },
+      {
+        "id": "calTags",
+        "component": "TagBlock",
+        "tags": ["520 kcal active", "1,320 kcal resting", "Goal: 2,000 kcal"]
+      },
+      {
+        "id": "weeklyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["weeklyHeader", "weeklyChart", "weeklySeries", "weeklySummary"]
+      },
+      {
+        "id": "weeklyHeader",
+        "component": "CardHeader",
+        "title": "📊 This Week's Workouts",
+        "subtitle": "Minutes of exercise per day"
+      },
+      {
+        "id": "weeklyChart",
+        "component": "BarChart",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+        "series": ["weeklySeries"],
+        "xLabel": "Day",
+        "yLabel": "Minutes"
+      },
+      {
+        "id": "weeklySeries",
+        "component": "Series",
+        "category": "Workout minutes",
+        "values": [45, 30, 0, 60, 25, 75, 0]
+      },
+      {
+        "id": "weeklySummary",
+        "component": "TextContent",
+        "text": "4 workouts this week, 235 total minutes. Rest days: Wed & Sun.",
+        "size": "small"
+      },
+      {
+        "id": "logCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["logHeader", "logForm", "logTypeField", "logTypeSelect", "logTypeRun", "logTypeLift", "logTypeYoga", "logTypeSwim", "logTypeCycle", "logDurationField", "logDurationInput", "logButtons", "logSubmitBtn"]
+      },
+      {
+        "id": "logHeader",
+        "component": "CardHeader",
+        "title": "➕ Log a Workout",
+        "subtitle": "Add today's session"
+      },
+      {
+        "id": "logForm",
+        "component": "Form",
+        "name": "logWorkout",
+        "fields": ["logTypeField", "logDurationField"],
+        "buttons": "logButtons"
+      },
+      {
+        "id": "logTypeField",
+        "component": "FormControl",
+        "label": "Workout type",
+        "input": "logTypeSelect"
+      },
+      {
+        "id": "logTypeSelect",
+        "component": "Select",
+        "name": "workoutType",
+        "placeholder": "Choose activity",
+        "items": ["logTypeRun", "logTypeLift", "logTypeYoga", "logTypeSwim", "logTypeCycle"],
+        "rules": [{"required": true}]
+      },
+      {
+        "id": "logTypeRun",
+        "component": "SelectItem",
+        "value": "running",
+        "label": "Running"
+      },
+      {
+        "id": "logTypeLift",
+        "component": "SelectItem",
+        "value": "weights",
+        "label": "Weight Training"
+      },
+      {
+        "id": "logTypeYoga",
+        "component": "SelectItem",
+        "value": "yoga",
+        "label": "Yoga"
+      },
+      {
+        "id": "logTypeSwim",
+        "component": "SelectItem",
+        "value": "swimming",
+        "label": "Swimming"
+      },
+      {
+        "id": "logTypeCycle",
+        "component": "SelectItem",
+        "value": "cycling",
+        "label": "Cycling"
+      },
+      {
+        "id": "logDurationField",
+        "component": "FormControl",
+        "label": "Duration (minutes)",
+        "input": "logDurationInput",
+        "hint": "How long was your session?"
+      },
+      {
+        "id": "logDurationInput",
+        "component": "Input",
+        "name": "duration",
+        "type": "number",
+        "placeholder": "e.g. 30",
+        "rules": [{"required": true}]
+      },
+      {
+        "id": "logButtons",
+        "component": "Buttons",
+        "buttons": ["logSubmitBtn"]
+      },
+      {
+        "id": "logSubmitBtn",
+        "component": "Button",
+        "label": "Log Workout",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all four items:
+
+1. **Steps vs. goal** — a progress bar showing 7,428 / 10,000 steps (74%) with an encouraging nudge.
+2. **Calories burned** — 1,840 kcal total, broken down into active vs. resting burn.
+3. **Past week's workouts** — a bar chart of exercise minutes per day, plus a summary line (4 sessions, 235 minutes).
+4. **Log a new workout** — a form with activity type dropdown, duration input, and a submit button.
+
+Want me to add a weekly calorie trend chart or a streak counter next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..510972082
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,58 @@
+Here's your fitness daily summary screen covering all four items: steps vs. goal, calories burned, the past week's workouts, and a workout logging form.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#22C55E","agentDisplayName":"FitTrack"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-summary","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","stepsCard","calCard","weekCard","logCard"]},
+{"id":"header","component":"CardHeader","title":"Today's Summary","subtitle":"Tuesday, your daily fitness overview"},
+
+{"id":"stepsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["stepsHeader","stepsProgress","stepsText"]},
+{"id":"stepsHeader","component":"CardHeader","title":"Steps","subtitle":"Daily goal: 10,000"},
+{"id":"stepsProgress","component":"Progress","value":72,"label":"7,234 / 10,000 steps"},
+{"id":"stepsText","component":"TextContent","text":"You're **72%** of the way there — about 2,766 steps to go. A 25-minute walk would close the gap.","size":"small"},
+
+{"id":"calCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["calHeader","calChart","calText"]},
+{"id":"calHeader","component":"CardHeader","title":"Calories Burned","subtitle":"Total today"},
+{"id":"calChart","component":"RadialChart","labels":["Active","Resting"],"values":[420,1450]},
+{"id":"calText","component":"TextContent","text":"**1,870 kcal** total — 420 kcal from activity, 1,450 kcal resting.","size":"small"},
+
+{"id":"weekCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["weekHeader","weekChart","weekSeries"]},
+{"id":"weekHeader","component":"CardHeader","title":"Workouts This Week","subtitle":"Minutes of exercise per day"},
+{"id":"weekChart","component":"BarChart","labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"],"series":["weekSeries"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},
+{"id":"weekSeries","component":"Series","category":"Workout minutes","values":[45,0,30,60,20,40,35]},
+
+{"id":"logCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["logHeader","logForm"]},
+{"id":"logHeader","component":"CardHeader","title":"Log a New Workout"},
+{"id":"logForm","component":"Form","name":"logWorkout","buttons":"logButtons","fields":["typeControl","durationControl","intensityControl","notesControl"]},
+{"id":"typeControl","component":"FormControl","label":"Workout type","input":"typeSelect"},
+{"id":"typeSelect","component":"Select","name":"workoutType","placeholder":"Choose a workout","items":["typeRun","typeBike","typeSwim","typeLift","typeYoga"],"rules":[{"required":true}]},
+{"id":"typeRun","component":"SelectItem","value":"run","label":"Running"},
+{"id":"typeBike","component":"SelectItem","value":"bike","label":"Cycling"},
+{"id":"typeSwim","component":"SelectItem","value":"swim","label":"Swimming"},
+{"id":"typeLift","component":"SelectItem","value":"lift","label":"Strength Training"},
+{"id":"typeYoga","component":"SelectItem","value":"yoga","label":"Yoga"},
+{"id":"durationControl","component":"FormControl","label":"Duration (minutes)","input":"durationInput","hint":"How long was your session?"},
+{"id":"durationInput","component":"Input","name":"duration","type":"number","placeholder":"e.g. 30","rules":[{"required":true}]},
+{"id":"intensityControl","component":"FormControl","label":"Intensity","input":"intensityRadio"},
+{"id":"intensityRadio","component":"RadioGroup","name":"intensity","items":["intLow","intMed","intHigh"],"defaultValue":"medium"},
+{"id":"intLow","component":"RadioItem","label":"Low","description":"Easy pace, could hold a conversation","value":"low"},
+{"id":"intMed","component":"RadioItem","label":"Medium","description":"Moderate effort, slightly breathless","value":"medium"},
+{"id":"intHigh","component":"RadioItem","label":"High","description":"Hard effort, near max","value":"high"},
+{"id":"notesControl","component":"FormControl","label":"Notes (optional)","input":"notesArea"},
+{"id":"notesArea","component":"TextArea","name":"notes","placeholder":"How did it feel? Any PRs?","rows":3},
+{"id":"logButtons","component":"Buttons","buttons":["logSubmit","logCancel"]},
+{"id":"logSubmit","component":"Button","label":"Log Workout","variant":"primary"},
+{"id":"logCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+The screen includes:
+1. **Steps** — a progress bar showing 7,234 of 10,000 steps (72%) with guidance on closing the gap.
+2. **Calories** — a radial chart splitting active (420 kcal) vs. resting (1,450 kcal) burn.
+3. **Past week** — a bar chart of workout minutes per day, so rest days and trends are easy to spot.
+4. **Log workout** — a form with workout type, duration, intensity, and optional notes.
+
+Want me to add heart-rate stats, a streak tracker, or weekly goal rings next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..20a186931
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,70 @@
+Here's a daily fitness summary screen covering all four items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-summary",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#16A34A",
+      "agentDisplayName": "FitTrack"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-summary",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "stepsCard", "calCard", "weekCard", "logCard"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Today's Summary", "subtitle": "Tuesday, June 10" },
+
+      { "id": "stepsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["stepsTitle", "stepsProgress", "stepsText"] },
+      { "id": "stepsTitle", "component": "TextContent", "text": "**Steps** — 8,432 / 10,000", "size": "large-heavy" },
+      { "id": "stepsProgress", "component": "Progress", "value": 84, "label": "84% of daily goal" },
+      { "id": "stepsText", "component": "TextContent", "text": "1,568 steps to go. A 15-minute walk will get you there!", "size": "small" },
+
+      { "id": "calCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["calTitle", "calText"] },
+      { "id": "calTitle", "component": "TextContent", "text": "**Calories Burned**", "size": "large-heavy" },
+      { "id": "calText", "component": "TextContent", "text": "🔥 **612 kcal** total today — 420 from workouts, 192 from daily activity.", "size": "default" },
+
+      { "id": "weekCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["weekTitle", "weekChart", "weekSeries"] },
+      { "id": "weekTitle", "component": "TextContent", "text": "**Workouts — Past 7 Days** (minutes)", "size": "large-heavy" },
+      { "id": "weekChart", "component": "BarChart", "labels": ["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], "series": ["weekSeries"], "xLabel": "Day", "yLabel": "Minutes" },
+      { "id": "weekSeries", "component": "Series", "category": "Workout minutes", "values": [30, 0, 45, 60, 20, 0, 35] },
+
+      { "id": "logCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["logTitle", "logForm"] },
+      { "id": "logTitle", "component": "TextContent", "text": "**Log a New Workout**", "size": "large-heavy" },
+      { "id": "logForm", "component": "Form", "name": "logWorkout", "buttons": "logButtons", "fields": ["typeControl", "durationControl", "intensityControl"] },
+      { "id": "typeControl", "component": "FormControl", "label": "Workout type", "input": "typeSelect", "hint": "Choose the activity you did" },
+      { "id": "typeSelect", "component": "Select", "name": "workoutType", "placeholder": "Select activity", "items": ["typeRun", "typeBike", "typeSwim", "typeLift", "typeYoga"] },
+      { "id": "typeRun", "component": "SelectItem", "value": "run", "label": "Running" },
+      { "id": "typeBike", "component": "SelectItem", "value": "bike", "label": "Cycling" },
+      { "id": "typeSwim", "component": "SelectItem", "value": "swim", "label": "Swimming" },
+      { "id": "typeLift", "component": "SelectItem", "value": "lift", "label": "Strength Training" },
+      { "id": "typeYoga", "component": "SelectItem", "value": "yoga", "label": "Yoga" },
+      { "id": "durationControl", "component": "FormControl", "label": "Duration (minutes)", "input": "durationInput" },
+      { "id": "durationInput", "component": "Input", "name": "duration", "type": "number", "placeholder": "e.g. 30" },
+      { "id": "intensityControl", "component": "FormControl", "label": "Intensity", "input": "intensityGroup" },
+      { "id": "intensityGroup", "component": "RadioGroup", "name": "intensity", "defaultValue": "medium", "items": ["intLow", "intMed", "intHigh"] },
+      { "id": "intLow", "component": "RadioItem", "label": "Light", "description": "Easy pace, can talk comfortably", "value": "low" },
+      { "id": "intMed", "component": "RadioItem", "label": "Moderate", "description": "Steady effort, slightly breathless", "value": "medium" },
+      { "id": "intHigh", "component": "RadioItem", "label": "Intense", "description": "Max effort, hard to talk", "value": "high" },
+      { "id": "logButtons", "component": "Buttons", "buttons": ["logSubmit"] },
+      { "id": "logSubmit", "component": "Button", "label": "Log Workout", "variant": "primary" }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all four requirements:
+
+1. **Steps vs. goal** — a progress bar showing 8,432 / 10,000 steps (84%) with an encouraging nudge.
+2. **Calories burned** — 612 kcal broken down into workout vs. daily activity calories.
+3. **Weekly workouts** — a bar chart of workout minutes across the past 7 days.
+4. **Log a workout** — a form with activity type, duration, and intensity, plus a submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..4463287db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,45 @@
+Here's a fitness daily summary screen covering all four items: step progress toward goal, calories burned, weekly workout chart, and a workout logging form.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#22C55E","agentDisplayName":"FitTrack"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-summary","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","stepsCard","calCard","weekCard","logCard"]},
+{"id":"header","component":"CardHeader","title":"Today's Summary","subtitle":"Tuesday, Activity Overview"},
+{"id":"stepsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["stepsHeader","stepsProgress","stepsText"]},
+{"id":"stepsHeader","component":"CardHeader","title":"Steps","subtitle":"Daily goal: 10,000"},
+{"id":"stepsProgress","component":"Progress","value":72,"label":"7,243 / 10,000 steps"},
+{"id":"stepsText","component":"TextContent","text":"You're **72%** of the way there — about 2,757 steps to go. A 25-minute walk would close the gap!","size":"small"},
+{"id":"calCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["calHeader","calTags"]},
+{"id":"calHeader","component":"CardHeader","title":"Calories Burned","subtitle":"Total: 1,840 kcal today"},
+{"id":"calTags","component":"TagBlock","tags":["Active: 620 kcal","Resting: 1,220 kcal","Workout: 340 kcal"]},
+{"id":"weekCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["weekHeader","weekChart","weekSeries"]},
+{"id":"weekHeader","component":"CardHeader","title":"Workouts This Week","subtitle":"Minutes of exercise per day"},
+{"id":"weekChart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekSeries"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},
+{"id":"weekSeries","component":"Series","category":"Workout minutes","values":[45,30,0,60,25,75,40]},
+{"id":"logCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["logHeader","logForm"]},
+{"id":"logHeader","component":"CardHeader","title":"Log a New Workout"},
+{"id":"logForm","component":"Form","name":"logWorkout","buttons":"logButtons","fields":["typeControl","durationControl","intensityControl"]},
+{"id":"typeControl","component":"FormControl","label":"Workout type","input":"typeSelect","hint":"Choose the activity you did"},
+{"id":"typeSelect","component":"Select","name":"workoutType","placeholder":"Select activity","items":["typeRun","typeCycle","typeSwim","typeStrength","typeYoga"],"rules":[{"required":true}]},
+{"id":"typeRun","component":"SelectItem","value":"run","label":"Running"},
+{"id":"typeCycle","component":"SelectItem","value":"cycle","label":"Cycling"},
+{"id":"typeSwim","component":"SelectItem","value":"swim","label":"Swimming"},
+{"id":"typeStrength","component":"SelectItem","value":"strength","label":"Strength Training"},
+{"id":"typeYoga","component":"SelectItem","value":"yoga","label":"Yoga"},
+{"id":"durationControl","component":"FormControl","label":"Duration (minutes)","input":"durationInput"},
+{"id":"durationInput","component":"Input","name":"duration","type":"number","placeholder":"e.g. 30","rules":[{"required":true}]},
+{"id":"intensityControl","component":"FormControl","label":"Intensity","input":"intensitySlider"},
+{"id":"intensitySlider","component":"Slider","name":"intensity","variant":"discrete","min":1,"max":5,"step":1,"defaultValue":[3],"label":"Effort level"},
+{"id":"logButtons","component":"Buttons","buttons":["logSubmit"],"direction":"row"},
+{"id":"logSubmit","component":"Button","label":"Log Workout","variant":"primary","size":"medium"}
+]}}
+</a2ui-json>
+
+The screen covers all four items:
+1. **Steps** — progress bar showing 7,243 / 10,000 steps (72% of daily goal)
+2. **Calories** — 1,840 kcal total, broken into active, resting, and workout burn
+3. **Weekly workouts** — bar chart of exercise minutes across the past 7 days
+4. **Log workout** — form with activity type, duration, intensity slider, and submit button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..a0db01d4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r1.txt
@@ -0,0 +1,263 @@
+Here's a job posting page for a design role, covering all six items:
+
+<a2ui-json>[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C4CF1",
+        "agentDisplayName": "Careers"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerCard", "descCard", "qualCard", "salaryCard", "applyCard", "shareCard"]
+        },
+        {
+          "id": "headerCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["header", "teamTags"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design Systems Team · Full-time · Remote (US)"
+        },
+        {
+          "id": "teamTags",
+          "component": "TagBlock",
+          "tags": ["Design", "Product", "Design Systems", "Remote"]
+        },
+        {
+          "id": "descCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["descHeading", "descText"]
+        },
+        {
+          "id": "descHeading",
+          "component": "Heading",
+          "text": "About the Role",
+          "level": "h3"
+        },
+        {
+          "id": "descText",
+          "component": "TextContent",
+          "text": "We're looking for a Senior Product Designer to join our Design Systems team. You'll shape the foundations of our product experience — building and evolving the components, patterns, and guidelines that dozens of designers and engineers rely on every day. You'll partner closely with engineering to ensure a high-quality, accessible, and consistent experience across all our products."
+        },
+        {
+          "id": "qualCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["qualHeading", "qualList"]
+        },
+        {
+          "id": "qualHeading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "qualList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["qual1", "qual2", "qual3", "qual4", "qual5"]
+        },
+        {
+          "id": "qual1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "With at least 2 years working on design systems at scale"
+        },
+        {
+          "id": "qual2",
+          "component": "ListItem",
+          "title": "Strong portfolio of shipped work",
+          "subtitle": "Demonstrating systems thinking, visual craft, and interaction design"
+        },
+        {
+          "id": "qual3",
+          "component": "ListItem",
+          "title": "Fluency in Figma and modern tooling",
+          "subtitle": "Including tokens, variants, and component architecture"
+        },
+        {
+          "id": "qual4",
+          "component": "ListItem",
+          "title": "Deep accessibility knowledge",
+          "subtitle": "WCAG standards and inclusive design practices"
+        },
+        {
+          "id": "qual5",
+          "component": "ListItem",
+          "title": "Excellent collaboration skills",
+          "subtitle": "Comfortable partnering with engineering and writing documentation"
+        },
+        {
+          "id": "salaryCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["salaryHeading", "salaryText"]
+        },
+        {
+          "id": "salaryHeading",
+          "component": "Heading",
+          "text": "Compensation",
+          "level": "h3"
+        },
+        {
+          "id": "salaryText",
+          "component": "TextContent",
+          "text": "**$145,000 – $185,000 USD** per year, plus equity and comprehensive benefits (health, dental, vision, 401k match, and unlimited PTO).",
+          "size": "large"
+        },
+        {
+          "id": "applyCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["applyHeading", "applyForm"]
+        },
+        {
+          "id": "applyHeading",
+          "component": "Heading",
+          "text": "Apply for this Role",
+          "level": "h3"
+        },
+        {
+          "id": "applyForm",
+          "component": "Form",
+          "name": "jobApplication",
+          "fields": ["nameControl", "emailControl", "resumeControl"],
+          "buttons": "applyButtons"
+        },
+        {
+          "id": "nameControl",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "nameInput"
+        },
+        {
+          "id": "nameInput",
+          "component": "Input",
+          "name": "fullName",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "emailControl",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "emailInput"
+        },
+        {
+          "id": "emailInput",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com"
+        },
+        {
+          "id": "resumeControl",
+          "component": "FormControl",
+          "label": "Resume Link",
+          "input": "resumeInput",
+          "hint": "Link to your resume or portfolio (e.g., Google Drive, Dropbox, personal site)"
+        },
+        {
+          "id": "resumeInput",
+          "component": "Input",
+          "name": "resumeUrl",
+          "type": "url",
+          "placeholder": "https://..."
+        },
+        {
+          "id": "applyButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submitBtn"]
+        },
+        {
+          "id": "submitBtn",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "shareCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["shareHeading", "shareButtons"]
+        },
+        {
+          "id": "shareHeading",
+          "component": "Heading",
+          "text": "Share this Posting",
+          "level": "h3"
+        },
+        {
+          "id": "shareButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["copyLinkBtn", "linkedInBtn", "emailShareBtn"]
+        },
+        {
+          "id": "copyLinkBtn",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "linkedInBtn",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "emailShareBtn",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]</a2ui-json>
+
+This page includes all six required items:
+
+1. **Role title & team** — "Senior Product Designer" on the Design Systems Team, with tags for context
+2. **Description** — an "About the Role" section summarizing the position
+3. **Qualifications** — a numbered list of the five main qualifications
+4. **Salary range** — $145K–$185K with benefits highlighted in a sunk card
+5. **Application form** — fields for full name, email, and a resume/portfolio link, with a submit button
+6. **Sharing** — Copy Link, LinkedIn, and Email share buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..65c53cffa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r2.txt
@@ -0,0 +1,49 @@
+Here's a job posting page for a design role, covering all six items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C47FF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"job-posting","components":[
+{"id":"root","component":"Card","children":["header","desc","sep1","qualHeading","quals","sep2","salaryHeading","salary","salaryNote","sep3","applyHeading","applyForm","sep4","shareHeading","shareButtons"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"Senior Product Designer","subtitle":"Design Team · Full-time · Remote (US)"},
+{"id":"desc","component":"TextContent","text":"We're looking for a Senior Product Designer to shape end-to-end experiences across our core product. You'll partner closely with product managers and engineers, own design from discovery to delivery, and help evolve our design system."},
+{"id":"sep1","component":"Separator"},
+{"id":"qualHeading","component":"Heading","text":"What we're looking for","level":"h3"},
+{"id":"quals","component":"ListBlock","variant":"number","items":["q1","q2","q3","q4"]},
+{"id":"q1","component":"ListItem","title":"5+ years of product design experience","subtitle":"Shipping web or mobile products end-to-end"},
+{"id":"q2","component":"ListItem","title":"Strong portfolio","subtitle":"Demonstrating interaction design, visual craft, and systems thinking"},
+{"id":"q3","component":"ListItem","title":"Fluency in Figma","subtitle":"Including prototyping and design system workflows"},
+{"id":"q4","component":"ListItem","title":"Collaborative mindset","subtitle":"Comfortable giving and receiving feedback with PMs and engineers"},
+{"id":"sep2","component":"Separator"},
+{"id":"salaryHeading","component":"Heading","text":"Compensation","level":"h3"},
+{"id":"salary","component":"TextContent","text":"$140,000 – $180,000 USD per year","size":"large-heavy"},
+{"id":"salaryNote","component":"TextContent","text":"Plus equity, annual bonus, and full benefits. Range depends on experience and location.","size":"small"},
+{"id":"sep3","component":"Separator"},
+{"id":"applyHeading","component":"Heading","text":"Apply for this role","level":"h3"},
+{"id":"applyForm","component":"Form","name":"application","fields":["nameField","emailField","resumeField"],"buttons":"formButtons"},
+{"id":"nameField","component":"FormControl","label":"Full name","input":"nameInput"},
+{"id":"nameInput","component":"Input","name":"name","placeholder":"Jane Doe","type":"text","rules":[{"required":true}]},
+{"id":"emailField","component":"FormControl","label":"Email","input":"emailInput"},
+{"id":"emailInput","component":"Input","name":"email","placeholder":"jane@example.com","type":"email","rules":[{"required":true}]},
+{"id":"resumeField","component":"FormControl","label":"Resume link","input":"resumeInput","hint":"Link to your resume or portfolio (Google Drive, Dropbox, personal site, etc.)"},
+{"id":"resumeInput","component":"Input","name":"resume","placeholder":"https://...","type":"url","rules":[{"required":true}]},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Submit Application","variant":"primary","action":[{"event":"submit_application"}]},
+{"id":"sep4","component":"Separator"},
+{"id":"shareHeading","component":"Heading","text":"Share this posting","level":"h3"},
+{"id":"shareButtons","component":"Buttons","buttons":["copyBtn","linkedinBtn","emailBtn"]},
+{"id":"copyBtn","component":"Button","label":"Copy Link","variant":"secondary","action":[{"event":"share","channel":"copy_link"}]},
+{"id":"linkedinBtn","component":"Button","label":"Share on LinkedIn","variant":"secondary","action":[{"event":"share","channel":"linkedin"}]},
+{"id":"emailBtn","component":"Button","label":"Share via Email","variant":"tertiary","action":[{"event":"share","channel":"email"}]}
+]}}
+</a2ui-json>
+
+The page includes:
+1. **Role title & team** — "Senior Product Designer" on the Design Team
+2. **Description** — a short overview of the role
+3. **Qualifications** — a numbered list of four key requirements
+4. **Salary range** — $140k–$180k with a note on equity and benefits
+5. **Application form** — name, email, and resume link with a submit button
+6. **Sharing** — copy link, LinkedIn, and email share buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..ee4020cd2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r3.txt
@@ -0,0 +1,40 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C4DF6","agentDisplayName":"Careers"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"job-posting","components":[
+{"id":"root","component":"Card","children":["header","desc","sep1","qualHeading","quals","sep2","salaryHeading","salary","sep3","applyHeading","applyForm","sep4","shareHeading","shareButtons"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"Senior Product Designer","subtitle":"Design Team · Full-time · Remote (US)"},
+{"id":"desc","component":"TextContent","text":"We're looking for a Senior Product Designer to shape end-to-end experiences across our core platform. You'll partner with PMs and engineers from discovery through delivery, own design systems contributions, and help raise the craft bar across the team."},
+{"id":"sep1","component":"Separator"},
+{"id":"qualHeading","component":"Heading","text":"What we're looking for","level":"h3"},
+{"id":"quals","component":"ListBlock","variant":"number","items":["q1","q2","q3","q4"]},
+{"id":"q1","component":"ListItem","title":"5+ years of product design experience","subtitle":"Shipping web or mobile products end-to-end"},
+{"id":"q2","component":"ListItem","title":"Strong portfolio","subtitle":"Demonstrating interaction design, visual craft, and systems thinking"},
+{"id":"q3","component":"ListItem","title":"Fluency in Figma and prototyping tools","subtitle":"Comfortable contributing to and evolving design systems"},
+{"id":"q4","component":"ListItem","title":"Collaborative communicator","subtitle":"Experience working closely with PM, engineering, and research"},
+{"id":"sep2","component":"Separator"},
+{"id":"salaryHeading","component":"Heading","text":"Compensation","level":"h3"},
+{"id":"salary","component":"Callout","variant":"info","title":"$140,000 – $185,000 USD","description":"Base salary range, plus equity and comprehensive benefits. Final offer depends on experience and location."},
+{"id":"sep3","component":"Separator"},
+{"id":"applyHeading","component":"Heading","text":"Apply for this role","level":"h3"},
+{"id":"applyForm","component":"Form","name":"application","buttons":"formButtons","fields":["fcName","fcEmail","fcResume"]},
+{"id":"fcName","component":"FormControl","label":"Full name","input":"inputName"},
+{"id":"inputName","component":"Input","name":"name","placeholder":"Jane Doe","type":"text","rules":[{"required":true}]},
+{"id":"fcEmail","component":"FormControl","label":"Email","input":"inputEmail"},
+{"id":"inputEmail","component":"Input","name":"email","placeholder":"jane@example.com","type":"email","rules":[{"required":true}]},
+{"id":"fcResume","component":"FormControl","label":"Resume link","input":"inputResume","hint":"Link to your resume or portfolio (Google Drive, Dropbox, personal site, etc.)"},
+{"id":"inputResume","component":"Input","name":"resume","placeholder":"https://...","type":"url","rules":[{"required":true}]},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Submit Application","variant":"primary","action":[{"event":"submit_application","form":"application"}]},
+{"id":"sep4","component":"Separator"},
+{"id":"shareHeading","component":"Heading","text":"Share this posting","level":"h3"},
+{"id":"shareButtons","component":"Buttons","buttons":["shareCopy","shareLinkedIn","shareEmail"]},
+{"id":"shareCopy","component":"Button","label":"Copy Link","variant":"secondary","action":[{"event":"share","method":"copy_link"}]},
+{"id":"shareLinkedIn","component":"Button","label":"Share on LinkedIn","variant":"secondary","action":[{"event":"share","method":"linkedin"}]},
+{"id":"shareEmail","component":"Button","label":"Share via Email","variant":"secondary","action":[{"event":"share","method":"email"}]}
+]}}
+</a2ui-json>
+
+Here's the job posting screen covering all six items: role title/team in the header, a short description, a numbered qualifications list, the salary range callout, an application form (name, email, resume link), and share options (copy link, LinkedIn, email).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..8695e452e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-job__r4.txt
@@ -0,0 +1,49 @@
+Here's a complete job posting page for a design role, covering all six requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D28D9","agentDisplayName":"Careers"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"job-posting","components":[
+{"component":"Card","id":"root","variant":"card","direction":"column","gap":"m","children":["header","badgeRow","sep1","desc","qualHeading","quals","sep2","salaryHeading","salaryText","sep3","applyHeading","applyForm","sep4","shareHeading","shareButtons"]},
+{"component":"CardHeader","id":"header","title":"Senior Product Designer","subtitle":"Design Team · Full-time · Remote (US)"},
+{"component":"TagBlock","id":"badgeRow","tags":["Product Design","Figma","Design Systems","Remote"]},
+{"component":"Separator","id":"sep1"},
+{"component":"TextContent","id":"desc","text":"We're looking for a Senior Product Designer to shape end-to-end experiences across our core product. You'll partner closely with engineering and product to turn ambiguous problems into elegant, shippable interfaces, and help evolve our design system."},
+{"component":"Heading","id":"qualHeading","text":"What We're Looking For","level":"h3"},
+{"component":"ListBlock","id":"quals","variant":"number","items":["q1","q2","q3","q4"]},
+{"component":"ListItem","id":"q1","title":"5+ years of product design experience","subtitle":"Shipping web or mobile products end-to-end"},
+{"component":"ListItem","id":"q2","title":"Strong portfolio","subtitle":"Demonstrates interaction design, visual craft, and systems thinking"},
+{"component":"ListItem","id":"q3","title":"Fluency in Figma","subtitle":"Prototyping, auto-layout, and component libraries"},
+{"component":"ListItem","id":"q4","title":"Collaborative mindset","subtitle":"Comfortable giving and receiving feedback in cross-functional teams"},
+{"component":"Separator","id":"sep2"},
+{"component":"Heading","id":"salaryHeading","text":"Compensation","level":"h3"},
+{"component":"TextContent","id":"salaryText","text":"**$140,000 – $180,000 USD** per year, plus equity and full benefits (health, dental, vision, 401k match, unlimited PTO).","size":"large"},
+{"component":"Separator","id":"sep3"},
+{"component":"Heading","id":"applyHeading","text":"Apply for this role","level":"h3"},
+{"component":"Form","id":"applyForm","name":"job-application","buttons":"formButtons","fields":["fcName","fcEmail","fcResume"]},
+{"component":"FormControl","id":"fcName","label":"Full Name","input":"inputName","hint":"Your legal or preferred name"},
+{"component":"Input","id":"inputName","name":"name","placeholder":"Jane Doe","type":"text","rules":[{"required":true}]},
+{"component":"FormControl","id":"fcEmail","label":"Email","input":"inputEmail","hint":"We'll only use this to contact you about your application"},
+{"component":"Input","id":"inputEmail","name":"email","placeholder":"jane@example.com","type":"email","rules":[{"required":true}]},
+{"component":"FormControl","id":"fcResume","label":"Resume Link","input":"inputResume","hint":"Link to your resume or portfolio (Google Drive, Dropbox, personal site)"},
+{"component":"Input","id":"inputResume","name":"resume","placeholder":"https://yourportfolio.com/resume","type":"url","rules":[{"required":true}]},
+{"component":"Buttons","id":"formButtons","buttons":["submitBtn"],"direction":"row"},
+{"component":"Button","id":"submitBtn","label":"Submit Application","variant":"primary","size":"large","action":[{"event":"submit","form":"job-application"}]},
+{"component":"Separator","id":"sep4"},
+{"component":"Heading","id":"shareHeading","text":"Share this posting","level":"h3"},
+{"component":"Buttons","id":"shareButtons","buttons":["shareCopy","shareLinkedIn","shareX"],"direction":"row"},
+{"component":"Button","id":"shareCopy","label":"Copy Link","variant":"secondary","action":[{"event":"share","method":"copy-link","url":"https://careers.example.com/jobs/senior-product-designer"}]},
+{"component":"Button","id":"shareLinkedIn","label":"Share on LinkedIn","variant":"secondary","action":[{"event":"share","method":"linkedin","url":"https://careers.example.com/jobs/senior-product-designer"}]},
+{"component":"Button","id":"shareX","label":"Share on X","variant":"secondary","action":[{"event":"share","method":"x","url":"https://careers.example.com/jobs/senior-product-designer"}]}
+]}}
+</a2ui-json>
+
+The page includes:
+1. **Role title & team** — "Senior Product Designer" on the Design Team, with relevant tags
+2. **Description** — a short overview of the role
+3. **Qualifications** — a numbered list of four key requirements
+4. **Salary range** — $140k–$180k plus equity and benefits
+5. **Application form** — name, email, and resume link fields with a submit button
+6. **Sharing** — copy link, LinkedIn, and X share buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..e111dc11f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r1.txt
@@ -0,0 +1,43 @@
+Here's a founder's monthly sales dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-check","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpis","chartCard","productsCard","downloadCard"]},
+{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"November 2025 · Founder overview"},
+{"id":"kpis","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revCard","convCard"]},
+{"id":"revCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revLabel","revValue","revDelta"],"weight":1},
+{"id":"revLabel","component":"TextContent","text":"Revenue this month","size":"small"},
+{"id":"revValue","component":"TextContent","text":"$128,400","size":"large-heavy"},
+{"id":"revDelta","component":"Tag","text":"▲ 12.4% vs Oct","variant":"success"},
+{"id":"convCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["convLabel","convValue","convBar"],"weight":1},
+{"id":"convLabel","component":"TextContent","text":"Conversion rate","size":"small"},
+{"id":"convValue","component":"TextContent","text":"3.8%","size":"large-heavy"},
+{"id":"convBar","component":"Progress","value":38,"label":"3.8% of 10% target"},
+{"id":"chartCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["chartHeader","revChart","s1"]},
+{"id":"chartHeader","component":"CardHeader","title":"Revenue — last 6 months"},
+{"id":"revChart","component":"LineChart","labels":["Jun","Jul","Aug","Sep","Oct","Nov"],"series":["s1"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},
+{"id":"s1","component":"Series","category":"Revenue","values":[82400,91700,88900,102300,114200,128400]},
+{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["productsHeader","productsTable","pName","pUnits","pRev"]},
+{"id":"productsHeader","component":"CardHeader","title":"Top 3 best-selling products"},
+{"id":"productsTable","component":"Table","columns":["pName","pUnits","pRev"]},
+{"id":"pName","component":"Col","label":"Product","data":["Pro Plan (Annual)","Starter Kit","Team Add-on"],"type":"string"},
+{"id":"pUnits","component":"Col","label":"Units sold","data":[412,365,298],"type":"number"},
+{"id":"pRev","component":"Col","label":"Revenue","data":["$61,800","$29,200","$17,880"],"type":"string"},
+{"id":"downloadCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["dlText","dlBtn"]},
+{"id":"dlText","component":"TextContent","text":"Get the full numbers as a spreadsheet or PDF report."},
+{"id":"dlBtn","component":"Button","label":"Download report (CSV)","variant":"primary","action":[{"type":"download","format":"csv","resource":"monthly-sales-report"}]}
+]}}
+</a2ui-json>
+
+The screen includes:
+1. **Revenue this month** — $128,400 with a month-over-month delta tag
+2. **6-month trend** — line chart from June to November
+3. **Top 3 products** — table with units sold (and revenue) for each
+4. **Conversion** — 3.8% with a progress bar against target
+5. **Download** — a CSV export button
+
+Want me to add a PDF option, a date-range picker, or switch the product list to a bar chart?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..77003e62a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r2.txt
@@ -0,0 +1,42 @@
+Here's a founder's monthly sales check screen covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-check","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Sales Check"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-check","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpiRow","trendCard","productsCard","downloadBar"]},
+{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"Founder dashboard — current month snapshot"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revCard","convCard"]},
+{"id":"revCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["revLabel","revValue","revDelta"]},
+{"id":"revLabel","component":"TextContent","text":"1. Revenue This Month","size":"small-heavy"},
+{"id":"revValue","component":"TextContent","text":"$128,400","size":"large-heavy"},
+{"id":"revDelta","component":"Tag","text":"+12.4% vs last month","variant":"success"},
+{"id":"convCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["convLabel","convValue","convDelta"]},
+{"id":"convLabel","component":"TextContent","text":"4. Conversion Rate","size":"small-heavy"},
+{"id":"convValue","component":"TextContent","text":"3.8%","size":"large-heavy"},
+{"id":"convDelta","component":"Tag","text":"+0.4 pts vs last month","variant":"success"},
+
+{"id":"trendCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["trendHeader","trendChart","trendS1"]},
+{"id":"trendHeader","component":"TextContent","text":"2. Revenue — Last 6 Months","size":"small-heavy"},
+{"id":"trendChart","component":"LineChart","labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["trendS1"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},
+{"id":"trendS1","component":"Series","category":"Revenue","values":[92000,98500,101200,108700,114300,128400]},
+
+{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["prodHeader","prodTable","prodColName","prodColUnits","prodColRevenue"]},
+{"id":"prodHeader","component":"TextContent","text":"3. Top 3 Best-Selling Products","size":"small-heavy"},
+{"id":"prodTable","component":"Table","columns":["prodColName","prodColUnits","prodColRevenue"]},
+{"id":"prodColName","component":"Col","label":"Product","data":["Pro Plan Subscription","Team Workspace Add-on","API Usage Pack"],"type":"string"},
+{"id":"prodColUnits","component":"Col","label":"Units Sold","data":[1240,860,540],"type":"number"},
+{"id":"prodColRevenue","component":"Col","label":"Revenue","data":["$62,000","$38,700","$27,700"],"type":"string"},
+
+{"id":"downloadBar","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["dlText","dlButtons","dlBtnCsv","dlBtnPdf"]},
+{"id":"dlText","component":"TextContent","text":"5. Download the numbers","size":"small-heavy"},
+{"id":"dlButtons","component":"Buttons","buttons":["dlBtnCsv","dlBtnPdf"],"direction":"row"},
+{"id":"dlBtnCsv","component":"Button","label":"Download CSV","variant":"primary","action":[{"action":"download","format":"csv"}]},
+{"id":"dlBtnPdf","component":"Button","label":"Download PDF Report","variant":"secondary","action":[{"action":"download","format":"pdf"}]}
+]}}
+</a2ui-json>
+
+All five items are covered: **(1)** this month's revenue ($128,400) as a KPI card, **(2)** a 6-month revenue trend line chart, **(3)** a top-3 products table with units sold, **(4)** conversion rate (3.8%), and **(5)** CSV/PDF download buttons. Want me to swap in your real numbers or adjust the layout?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..7a013af4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r3.txt
@@ -0,0 +1,40 @@
+Here's a founder's monthly sales dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Check"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-check","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","kpiRow","trendCard","productsCard","footerRow"]},
+{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"October 2024 — founder overview"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revCard","convCard"]},
+{"id":"revCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revLabel","revValue","revDelta"],"weight":1},
+{"id":"revLabel","component":"TextContent","text":"Revenue this month","size":"small"},
+{"id":"revValue","component":"TextContent","text":"$128,400","size":"large-heavy"},
+{"id":"revDelta","component":"Tag","text":"+12.4% vs Sep","variant":"success"},
+{"id":"convCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["convLabel","convValue","convDelta"],"weight":1},
+{"id":"convLabel","component":"TextContent","text":"Conversion rate","size":"small"},
+{"id":"convValue","component":"TextContent","text":"3.8%","size":"large-heavy"},
+{"id":"convDelta","component":"Tag","text":"+0.4 pts vs Sep","variant":"success"},
+{"id":"trendCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["trendHeader","trendChart","trendSeries"]},
+{"id":"trendHeader","component":"CardHeader","title":"Revenue — last 6 months"},
+{"id":"trendChart","component":"LineChart","labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["trendSeries"],"variant":"natural","yLabel":"Revenue ($)"},
+{"id":"trendSeries","component":"Series","category":"Revenue","values":[82400,91700,88900,102300,114300,128400]},
+{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["prodHeader","prodChart","prodSeries"]},
+{"id":"prodHeader","component":"CardHeader","title":"Top 3 best-selling products","subtitle":"Units sold this month"},
+{"id":"prodChart","component":"HorizontalBarChart","labels":["Pro Plan","Starter Kit","Add-on Bundle"],"series":["prodSeries"],"xLabel":"Units sold"},
+{"id":"prodSeries","component":"Series","category":"Units","values":[1240,980,760]},
+{"id":"footerRow","component":"Card","variant":"clear","direction":"row","gap":"s","justify":"end","children":["downloadBtn"]},
+{"id":"downloadBtn","component":"Button","label":"Download numbers (CSV)","variant":"primary","action":[{"call":"downloadReport","args":{"format":"csv","month":"2024-10"}}]}
+]}}
+</a2ui-json>
+
+The screen covers all five items:
+1. **Revenue this month** — $128,400 KPI card with month-over-month change
+2. **Six-month trend** — line chart from May to October
+3. **Top 3 products** — horizontal bar chart with units sold per product
+4. **Conversion** — 3.8% KPI card with change vs. last month
+5. **Download** — CSV export button in the footer
+
+Want me to adjust the figures, switch to a table for the products, or add a date-range picker?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..5c38565c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-sales__r4.txt
@@ -0,0 +1,45 @@
+Here's a founder's monthly sales check dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-check","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Sales Check","primaryColor":"#2F6BFF"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-check","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpiRow","revChart","productsCard","convCard","downloadBtn"]},
+{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"Founder overview — November 2025"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revKpi","convKpi"]},
+{"id":"revKpi","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["revLabel","revValue","revDelta"]},
+{"id":"revLabel","component":"TextContent","text":"Revenue this month","size":"small"},
+{"id":"revValue","component":"Heading","text":"$128,400","level":"h2"},
+{"id":"revDelta","component":"Tag","text":"+12.4% vs October","variant":"success"},
+{"id":"convKpi","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["convLabel","convValue","convDelta"]},
+{"id":"convLabel","component":"TextContent","text":"Conversion rate","size":"small"},
+{"id":"convValue","component":"Heading","text":"3.8%","level":"h2"},
+{"id":"convDelta","component":"Tag","text":"+0.3 pts vs October","variant":"info"},
+{"id":"revChart","component":"Card","variant":"card","direction":"column","gap":"m","children":["revChartHeader","revLine","revSeries1"]},
+{"id":"revChartHeader","component":"CardHeader","title":"Revenue — last 6 months","subtitle":"Jun – Nov 2025"},
+{"id":"revLine","component":"LineChart","labels":["Jun","Jul","Aug","Sep","Oct","Nov"],"series":["revSeries1"],"xLabel":"Month","yLabel":"Revenue ($k)","variant":"linear"},
+{"id":"revSeries1","component":"Series","category":"Revenue","values":[82,91,88,104,114,128]},
+{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["prodHeader","prodTable","prodCol1","prodCol2","prodCol3"]},
+{"id":"prodHeader","component":"CardHeader","title":"Top 3 best-selling products"},
+{"id":"prodTable","component":"Table","columns":["prodCol1","prodCol2","prodCol3"]},
+{"id":"prodCol1","component":"Col","label":"Rank","data":["1","2","3"],"type":"number"},
+{"id":"prodCol2","component":"Col","label":"Product","data":["Pro Plan (Annual)","Starter Kit","Team Add-on"],"type":"string"},
+{"id":"prodCol3","component":"Col","label":"Units sold","data":[842,611,398],"type":"number"},
+{"id":"convCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["convCardHeader","convProgress"]},
+{"id":"convCardHeader","component":"CardHeader","title":"Conversion","subtitle":"Visitors → paying customers this month"},
+{"id":"convProgress","component":"Progress","value":38,"label":"3.8% of 100% target baseline"},
+{"id":"downloadBtn","component":"Button","label":"Download numbers (CSV)","variant":"primary","size":"medium","action":[{"action":"downloadReport","params":{"format":"csv","month":"2025-11"}}]}
+]}}
+</a2ui-json>
+
+The screen covers all five requirements:
+
+1. **Revenue this month** — $128,400 with a month-over-month delta tag
+2. **Six-month trend** — line chart from June to November
+3. **Top 3 products** — table with units sold for each
+4. **Conversion** — 3.8% headline plus a progress bar
+5. **Download** — a "Download numbers (CSV)" button that triggers a report export
+
+Want me to add a per-product revenue breakdown or a year-over-year comparison?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..024f0b3ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r1.txt
@@ -0,0 +1,239 @@
+Here's a remote async standup dashboard covering all five requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "standup-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Async Standup"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "standup-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header-card", "blocked-card", "missing-card", "post-form"]
+      },
+      {
+        "id": "header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["standup-header", "date-text", "progress-missing"]
+      },
+      {
+        "id": "standup-header",
+        "component": "CardHeader",
+        "title": "🌅 Daily Async Standup",
+        "subtitle": "Team Phoenix — 7 members"
+      },
+      {
+        "id": "date-text",
+        "component": "TextContent",
+        "text": "**Today's date:** Tuesday, March 12, 2025",
+        "size": "default"
+      },
+      {
+        "id": "progress-missing",
+        "component": "Progress",
+        "value": 57,
+        "label": "2 of 7 updates still missing"
+      },
+      {
+        "id": "blocked-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["blocked-header", "blocked-list"]
+      },
+      {
+        "id": "blocked-header",
+        "component": "CardHeader",
+        "title": "🚧 Blocked Teammates",
+        "subtitle": "2 people need help today"
+      },
+      {
+        "id": "blocked-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["blocked-item-1", "blocked-item-2"]
+      },
+      {
+        "id": "blocked-item-1",
+        "component": "ListItem",
+        "title": "Sara Kim — Backend",
+        "subtitle": "🔴 BLOCKED: Waiting on API keys from the payments vendor; billing integration on hold since yesterday."
+      },
+      {
+        "id": "blocked-item-2",
+        "component": "ListItem",
+        "title": "Diego Torres — QA",
+        "subtitle": "🔴 BLOCKED: Staging environment is down; cannot run the release regression suite."
+      },
+      {
+        "id": "missing-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["missing-alert", "updates-header", "updates-list"]
+      },
+      {
+        "id": "missing-alert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "2 updates still missing",
+        "description": "Waiting on: Priya Nair (Design) and Alex Chen (DevOps). Reminder ping scheduled for 3 PM."
+      },
+      {
+        "id": "updates-header",
+        "component": "CardHeader",
+        "title": "✅ Today's Status Updates",
+        "subtitle": "5 of 7 teammates have posted"
+      },
+      {
+        "id": "updates-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["upd-1", "upd-2", "upd-3", "upd-4", "upd-5"]
+      },
+      {
+        "id": "upd-1",
+        "component": "ListItem",
+        "title": "Maya Johnson — Frontend",
+        "subtitle": "Yesterday: Finished the new onboarding flow. Today: Wiring up analytics events. No blockers. ✅"
+      },
+      {
+        "id": "upd-2",
+        "component": "ListItem",
+        "title": "Sara Kim — Backend",
+        "subtitle": "Yesterday: Billing schema migration done. Today: Payments integration — blocked on vendor API keys. 🚧"
+      },
+      {
+        "id": "upd-3",
+        "component": "ListItem",
+        "title": "Diego Torres — QA",
+        "subtitle": "Yesterday: Smoke tests passed on v2.4. Today: Regression suite — blocked by staging outage. 🚧"
+      },
+      {
+        "id": "upd-4",
+        "component": "ListItem",
+        "title": "Liam O'Connor — Full-stack",
+        "subtitle": "Yesterday: Fixed auth token refresh bug. Today: Code reviews + pair with Maya on analytics. No blockers. ✅"
+      },
+      {
+        "id": "upd-5",
+        "component": "ListItem",
+        "title": "Fatima Al-Sayed — PM",
+        "subtitle": "Yesterday: Sprint retro + roadmap draft. Today: Stakeholder sync at 2 PM. No blockers. ✅"
+      },
+      {
+        "id": "post-form",
+        "component": "Form",
+        "name": "post-update",
+        "fields": ["field-yesterday", "field-today", "field-blocked"],
+        "buttons": "form-buttons"
+      },
+      {
+        "id": "field-yesterday",
+        "component": "FormControl",
+        "label": "Post your update — Yesterday",
+        "input": "input-yesterday",
+        "hint": "What did you complete yesterday?"
+      },
+      {
+        "id": "input-yesterday",
+        "component": "TextArea",
+        "name": "yesterday",
+        "placeholder": "e.g., Finished the dashboard refactor...",
+        "rows": 2
+      },
+      {
+        "id": "field-today",
+        "component": "FormControl",
+        "label": "Today",
+        "input": "input-today",
+        "hint": "What are you working on today?"
+      },
+      {
+        "id": "input-today",
+        "component": "TextArea",
+        "name": "today",
+        "placeholder": "e.g., Starting the search feature...",
+        "rows": 2
+      },
+      {
+        "id": "field-blocked",
+        "component": "FormControl",
+        "label": "Are you blocked?",
+        "input": "input-blocked"
+      },
+      {
+        "id": "input-blocked",
+        "component": "RadioGroup",
+        "name": "blocked",
+        "defaultValue": "no",
+        "items": ["radio-no", "radio-yes"]
+      },
+      {
+        "id": "radio-no",
+        "component": "RadioItem",
+        "label": "No blockers",
+        "description": "I'm good to go",
+        "value": "no"
+      },
+      {
+        "id": "radio-yes",
+        "component": "RadioItem",
+        "label": "Yes, I'm blocked",
+        "description": "I need help from the team",
+        "value": "yes"
+      },
+      {
+        "id": "form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btn-submit", "btn-clear"]
+      },
+      {
+        "id": "btn-submit",
+        "component": "Button",
+        "label": "Post My Update",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "btn-clear",
+        "component": "Button",
+        "label": "Clear",
+        "variant": "tertiary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all five requirements:
+
+1. **Teammates with today's status** — A list showing each of the 5 teammates who posted, with their yesterday/today/blocker summaries.
+2. **Blocked called out** — A dedicated "🚧 Blocked Teammates" card highlighting Sara and Diego with their specific blockers.
+3. **Today's date** — Displayed prominently in the header card (Tuesday, March 12, 2025).
+4. **Post your own update** — A form with yesterday/today text areas, a blocked radio toggle, and submit button.
+5. **Missing updates** — A warning alert ("2 updates still missing") naming who hasn't posted, plus a progress bar showing 5 of 7 submitted.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..f6a4c2369
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r2.txt
@@ -0,0 +1,56 @@
+Here's a remote team async standup board covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "standup-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Standup Bot" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "standup-board",
+      "components": [
+        { "id": "root", "component": "Card", "children": ["header", "dateRow", "blockedCallout", "missingAlert", "updatesList", "sep1", "postHeading", "updateForm"], "gap": "m" },
+        { "id": "header", "component": "CardHeader", "title": "Async Standup — Team Apollo", "subtitle": "Daily updates from your distributed team" },
+        { "id": "dateRow", "component": "Tag", "text": "📅 Today: Tuesday, June 10, 2025", "variant": "info", "size": "md" },
+        { "id": "blockedCallout", "component": "Alert", "title": "🚧 1 Blocked", "description": "Maya Chen is blocked on the payments API — waiting on sandbox credentials from the vendor.", "variant": "warning" },
+        { "id": "missingAlert", "component": "Callout", "variant": "info", "title": "2 updates still missing", "description": "Waiting on: Diego Torres, Priya Nair" },
+        { "id": "updatesList", "component": "ListBlock", "items": ["li1", "li2", "li3", "li4"], "variant": "number" },
+        { "id": "li1", "component": "ListItem", "title": "Maya Chen — 🚧 Blocked", "subtitle": "Finished invoice UI, but blocked on payments API sandbox credentials." },
+        { "id": "li2", "component": "ListItem", "title": "Sam Okafor — ✅ On track", "subtitle": "Merged the auth refactor; starting session-expiry tests today." },
+        { "id": "li3", "component": "ListItem", "title": "Lena Fischer — ✅ On track", "subtitle": "Shipped onboarding emails; reviewing Q3 metrics dashboard." },
+        { "id": "li4", "component": "ListItem", "title": "Arun Patel — ✅ On track", "subtitle": "Fixed mobile nav bug; pairing with Maya on payments today." },
+        { "id": "sep1", "component": "Separator" },
+        { "id": "postHeading", "component": "Heading", "text": "Post Your Update", "level": "h3" },
+        { "id": "updateForm", "component": "Form", "name": "standupUpdate", "buttons": "formButtons", "fields": ["fcName", "fcStatus", "fcUpdate", "fcBlocker"] },
+        { "id": "fcName", "component": "FormControl", "label": "Your name", "input": "nameInput" },
+        { "id": "nameInput", "component": "Input", "name": "name", "placeholder": "e.g. Alex Rivera", "rules": [{ "required": true }] },
+        { "id": "fcStatus", "component": "FormControl", "label": "Status", "input": "statusSelect" },
+        { "id": "statusSelect", "component": "Select", "name": "status", "items": ["si1", "si2", "si3"], "placeholder": "Select status", "rules": [{ "required": true }] },
+        { "id": "si1", "component": "SelectItem", "value": "on-track", "label": "✅ On track" },
+        { "id": "si2", "component": "SelectItem", "value": "at-risk", "label": "⚠️ At risk" },
+        { "id": "si3", "component": "SelectItem", "value": "blocked", "label": "🚧 Blocked" },
+        { "id": "fcUpdate", "component": "FormControl", "label": "Today's update", "input": "updateArea" },
+        { "id": "updateArea", "component": "TextArea", "name": "update", "placeholder": "What did you do? What's next?", "rows": 3, "rules": [{ "required": true }] },
+        { "id": "fcBlocker", "component": "FormControl", "label": "Blockers (optional)", "input": "blockerInput", "hint": "Describe anything blocking you" },
+        { "id": "blockerInput", "component": "Input", "name": "blocker", "placeholder": "None / describe blocker" },
+        { "id": "formButtons", "component": "Buttons", "buttons": ["submitBtn"] },
+        { "id": "submitBtn", "component": "Button", "label": "Post Update", "variant": "primary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All five requirements are covered:
+
+1. **Teammates' updates** — numbered list showing Maya, Sam, Lena, and Arun with their statuses
+2. **Blocked callout** — warning alert highlighting Maya's blocker on the payments API
+3. **Today's date** — tag showing Tuesday, June 10, 2025
+4. **Post your own update** — form with name, status (on track / at risk / blocked), update text, and optional blocker field
+5. **Missing updates count** — callout noting 2 updates still pending (Diego and Priya)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..b4bbf83c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r3.txt
@@ -0,0 +1,38 @@
+Here's a single-screen async standup board covering all five requirements.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"standup","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"standup","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","dateTag","blockedCallout","missingCard","teamHeader","teamTable","postHeader","postForm"]},
+{"id":"header","component":"Heading","text":"Daily Async Standup — Engineering Team","level":"h1"},
+{"id":"dateTag","component":"Tag","text":"Today: Tuesday, June 10, 2025","icon":"calendar","size":"lg","variant":"info"},
+{"id":"blockedCallout","component":"Callout","variant":"error","title":"🚫 Blocked: Priya Sharma","description":"Waiting on API credentials from the DevOps team to deploy the payments service. Needs attention before EOD."},
+{"id":"missingCard","component":"Alert","title":"Missing Updates","description":"2 of 6 teammates haven't posted today's standup update yet: Sam Lee and Maria Gomez.","variant":"warning"},
+{"id":"teamHeader","component":"Heading","text":"Teammate Updates","level":"h3"},
+{"id":"teamTable","component":"Table","columns":["colName","colStatus","colBlocked"]},
+{"id":"colName","component":"Col","label":"Teammate","data":["Alex Chen","Priya Sharma","Jordan Rivera","Taylor Kim","Sam Lee","Maria Gomez"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Today's Update","data":["Finished auth refactor, starting unit tests.","Deploying payments service (see blocker).","Reviewing 3 PRs, then docs update.","Completed onboarding flow UI polish.","—","—"],"type":"string"},
+{"id":"colBlocked","component":"Col","label":"Blocked?","data":["No","Yes ⚠️","No","No","No update","No update"],"type":"string"},
+{"id":"postHeader","component":"Heading","text":"Post Your Update","level":"h3"},
+{"id":"postForm","component":"Form","name":"standupForm","fields":["fcName","fcUpdate","fcBlocked"],"buttons":"formButtons"},
+{"id":"fcName","component":"FormControl","label":"Your Name","input":"nameInput"},
+{"id":"nameInput","component":"Input","name":"name","placeholder":"e.g. Alex Chen","type":"text"},
+{"id":"fcUpdate","component":"FormControl","label":"Today's Status Update","input":"updateInput","hint":"What did you do, what's next, anything notable?"},
+{"id":"updateInput","component":"TextArea","name":"update","placeholder":"Yesterday I..., today I will...","rows":4},
+{"id":"fcBlocked","component":"FormControl","label":"Are you blocked?","input":"blockedGroup"},
+{"id":"blockedGroup","component":"CheckBoxGroup","name":"blocked","items":["blockedItem"]},
+{"id":"blockedItem","component":"CheckBoxItem","label":"Yes, I'm blocked","description":"Check this if something is preventing your progress","name":"isBlocked"},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"],"direction":"row"},
+{"id":"submitBtn","component":"Button","label":"Post Update","variant":"primary","action":[]}
+]}}
+</a2ui-json>
+
+**How each requirement is covered:**
+1. **Teammate updates** — a table listing all 6 teammates with today's status text.
+2. **Blocked callout** — a red `Callout` flags Priya's blocker, plus a "Blocked?" column in the table.
+3. **Today's date** — shown in an info tag near the top.
+4. **Post your own update** — a form with name, status text, a "blocked?" checkbox, and a Post Update button.
+5. **Missing updates** — a warning alert counts 2 of 6 missing (Sam and Maria), also reflected as "—" in the table.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..b7fa9bd98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-standup__r4.txt
@@ -0,0 +1,46 @@
+Here's a single-screen async standup board covering all five requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"standup-surface","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6366F1","agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"standup-surface","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","dateRow","blockedAlert","missingCard","updatesCard","formCard"]},
+{"id":"header","component":"CardHeader","title":"Remote Team — Async Standup","subtitle":"Engineering Team · 8 members"},
+{"id":"dateRow","component":"Tag","text":"📅 Tuesday, May 13, 2025","variant":"info","size":"md"},
+{"id":"blockedAlert","component":"Alert","title":"2 teammates are blocked","description":"Priya is blocked waiting on API credentials from DevOps. Marcus is blocked on the design review for the checkout flow.","variant":"warning"},
+{"id":"missingCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["missingHeader","missingProgress","missingText"]},
+{"id":"missingHeader","component":"TextContent","text":"**Updates missing: 3 of 8**","size":"large-heavy"},
+{"id":"missingProgress","component":"Progress","value":62,"label":"5 of 8 updates posted"},
+{"id":"missingText","component":"TextContent","text":"Still waiting on: Sofia, Daniel, Aisha","size":"small"},
+{"id":"updatesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["updatesHeader","updatesList"]},
+{"id":"updatesHeader","component":"TextContent","text":"**Today's Updates**","size":"large"},
+{"id":"updatesList","component":"ListBlock","variant":"number","items":["u1","u2","u3","u4","u5"]},
+{"id":"u1","component":"ListItem","title":"Priya — ⛔ BLOCKED","subtitle":"Yesterday: Migrated auth service to v2. Today: Token refresh logic. Blocker: waiting on API credentials from DevOps."},
+{"id":"u2","component":"ListItem","title":"Marcus — ⛔ BLOCKED","subtitle":"Yesterday: Checkout UI polish. Today: Payment error states. Blocker: needs design review sign-off."},
+{"id":"u3","component":"ListItem","title":"Lena","subtitle":"Yesterday: Fixed flaky CI tests. Today: Starting search indexing spike. No blockers."},
+{"id":"u4","component":"ListItem","title":"Tomás","subtitle":"Yesterday: Code reviews + docs. Today: Onboarding flow A/B test setup. No blockers."},
+{"id":"u5","component":"ListItem","title":"Jamie","subtitle":"Yesterday: Incident postmortem write-up. Today: Alerting thresholds tuning. No blockers."},
+{"id":"formCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["formHeader","postForm"]},
+{"id":"formHeader","component":"TextContent","text":"**Post Your Update**","size":"large"},
+{"id":"postForm","component":"Form","name":"standupForm","buttons":"formButtons","fields":["fName","fYesterday","fToday","fBlocked"]},
+{"id":"fName","component":"FormControl","label":"Your name","input":"inName"},
+{"id":"inName","component":"Input","name":"name","placeholder":"e.g., Sofia","type":"text"},
+{"id":"fYesterday","component":"FormControl","label":"Yesterday","input":"inYesterday"},
+{"id":"inYesterday","component":"TextArea","name":"yesterday","placeholder":"What did you work on?","rows":2},
+{"id":"fToday","component":"FormControl","label":"Today","input":"inToday"},
+{"id":"inToday","component":"TextArea","name":"today","placeholder":"What's the plan for today?","rows":2},
+{"id":"fBlocked","component":"FormControl","label":"Blocked?","input":"inBlocked","hint":"Describe any blocker, or leave blank"},
+{"id":"inBlocked","component":"Input","name":"blocked","placeholder":"e.g., Waiting on staging access","type":"text"},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"],"direction":"row"},
+{"id":"submitBtn","component":"Button","label":"Post Update","variant":"primary","size":"medium"}
+]}}
+</a2ui-json>
+
+This screen covers all five items:
+1. **Teammate updates** — a numbered list showing each person's yesterday/today status.
+2. **Blocked callouts** — a warning alert plus ⛔ markers on Priya and Marcus with their blockers.
+3. **Today's date** — displayed as an info tag near the top.
+4. **Post your own update** — a form with name, yesterday, today, and blocker fields.
+5. **Missing count** — "3 of 8 missing" with a progress bar and who's still pending.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..81a5280d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r1.txt
@@ -0,0 +1,30 @@
+Here's a low-inventory warning screen covering all four requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Manager"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","thresholdCallout","searchControl","searchInput","listHeader","lowStockList"]},
+{"id":"header","component":"CardHeader","title":"⚠️ Low Inventory Warnings","subtitle":"5 items are below their reorder threshold"},
+{"id":"thresholdCallout","component":"Callout","variant":"warning","title":"Warning Threshold: 10 units","description":"Any item with stock at or below 10 units triggers this low-inventory warning and appears in the list below."},
+{"id":"searchControl","component":"FormControl","label":"Search items","input":"searchInput","hint":"Filter the list by item name or SKU"},
+{"id":"searchInput","component":"Input","name":"search","placeholder":"Search by name or SKU...","type":"text"},
+{"id":"listHeader","component":"Heading","text":"Items Running Low","level":"h3"},
+{"id":"lowStockList","component":"ListBlock","items":["item1","item2","item3","item4","item5"]},
+{"id":"item1","component":"ListItem","title":"Organic Whole Milk 1L","subtitle":"SKU-1001 · 3 units remaining","actionLabel":"Reorder"},
+{"id":"item2","component":"ListItem","title":"Free-Range Eggs (Dozen)","subtitle":"SKU-2044 · 5 units remaining","actionLabel":"Reorder"},
+{"id":"item3","component":"ListItem","title":"Sourdough Bread Loaf","subtitle":"SKU-3187 · 7 units remaining","actionLabel":"Reorder"},
+{"id":"item4","component":"ListItem","title":"Almond Butter 340g","subtitle":"SKU-4410 · 2 units remaining","actionLabel":"Reorder"},
+{"id":"item5","component":"ListItem","title":"Cold Brew Coffee 500ml","subtitle":"SKU-5523 · 9 units remaining","actionLabel":"Reorder"}
+]}}
+</a2ui-json>
+
+The screen includes:
+1. **Low items + remaining units** — the list shows each item with its SKU and units left (e.g., Almond Butter: 2 units).
+2. **Reorder action** — every row has a "Reorder" action button.
+3. **Threshold** — the warning callout states the 10-unit threshold that triggers this view.
+4. **Search** — an input field at the top filters items by name or SKU.
+
+Want me to add a reorder-quantity dialog per item, or a supplier contact column?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..a98b28f5c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r2.txt
@@ -0,0 +1,26 @@
+Here's a low-inventory warning screen covering all four requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Store Inventory"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","thresholdAlert","searchInput","inventoryTable","footerText"]},
+{"id":"header","component":"CardHeader","title":"⚠️ Low Inventory Warnings","subtitle":"5 items are running low on stock"},
+{"id":"thresholdAlert","component":"Alert","variant":"warning","title":"Reorder threshold: 10 units","description":"Items appear here automatically when their remaining stock falls below 10 units."},
+{"id":"searchInput","component":"Input","name":"search","placeholder":"Search items by name or SKU...","type":"text"},
+{"id":"inventoryTable","component":"Table","columns":["colSku","colItem","colUnits","colReorder"]},
+{"id":"colSku","component":"Col","label":"SKU","type":"string","data":["SKU-1001","SKU-1042","SKU-2087","SKU-3300","SKU-4125"]},
+{"id":"colItem","component":"Col","label":"Item","type":"string","data":["AA Batteries (8-pack)","USB-C Cable 2m","Printer Paper (500ct)","Hand Sanitizer 500ml","Coffee Beans 1kg"]},
+{"id":"colUnits","component":"Col","label":"Units Remaining","type":"number","data":[3,7,2,9,5]},
+{"id":"colReorder","component":"Col","label":"Reorder","type":"action","data":[{"label":"Reorder"},{"label":"Reorder"},{"label":"Reorder"},{"label":"Reorder"},{"label":"Reorder"}]},
+{"id":"footerText","component":"TextContent","text":"Threshold setting: warnings trigger below **10 units**. Use the search bar to filter items, and tap Reorder on any row to place a restock order.","size":"small"}
+]}}
+</a2ui-json>
+
+This screen covers all requirements:
+1. **Low items + remaining units** — the table lists 5 low-stock items with exact unit counts.
+2. **Reorder each item** — each row has a Reorder action button.
+3. **Threshold display** — a warning banner states the threshold (below 10 units), echoed in the footer.
+4. **Search** — an input field at the top for searching by name or SKU.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..12739b5c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r3.txt
@@ -0,0 +1,28 @@
+Here's a low-inventory warning screen covering all four requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Monitor"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","thresholdAlert","searchControl","itemsTable","reorderAll"]},
+{"id":"header","component":"CardHeader","title":"Low Inventory Warning","subtitle":"Items below reorder threshold — action required"},
+{"id":"thresholdAlert","component":"Alert","variant":"warning","title":"Reorder threshold: 20 units","description":"Any item with 20 or fewer units remaining triggers this warning."},
+{"id":"searchControl","component":"FormControl","label":"Search items","input":"searchInput","hint":"Filter low-stock items by name or SKU"},
+{"id":"searchInput","component":"Input","name":"search","placeholder":"e.g. USB-C Cable or SKU-1042","type":"text"},
+{"id":"itemsTable","component":"Table","columns":["colItem","colSku","colRemaining","colReorder"]},
+{"id":"colItem","component":"Col","label":"Item","data":["USB-C Cable 1m","Wireless Mouse","AA Batteries (24-pack)","HDMI Adapter","Laptop Stand"],"type":"string"},
+{"id":"colSku","component":"Col","label":"SKU","data":["SKU-1042","SKU-2210","SKU-0331","SKU-1890","SKU-2744"],"type":"string"},
+{"id":"colRemaining","component":"Col","label":"Remaining Units","data":[5,12,3,18,9],"type":"number"},
+{"id":"colReorder","component":"Col","label":"Reorder","data":["Reorder","Reorder","Reorder","Reorder","Reorder"],"type":"action"},
+{"id":"reorderAll","component":"Buttons","buttons":["btnReorderAll"],"direction":"row"},
+{"id":"btnReorderAll","component":"Button","label":"Reorder All Low Items","variant":"primary","action":[{"event":"reorder_all"}]}
+]}}
+</a2ui-json>
+
+This screen includes:
+1. **Low items with remaining units** — a table listing 5 items with their remaining unit counts
+2. **Reorder per item** — an action column with a "Reorder" button per row, plus a "Reorder All" button
+3. **Warning threshold** — an alert banner stating the 20-unit reorder threshold
+4. **Search** — a search input to filter items by name or SKU
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..6a5c89568
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-stock__r4.txt
@@ -0,0 +1,116 @@
+Here's a low-inventory warning dashboard covering all four requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "low-inventory-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#d97706",
+      "agentDisplayName": "Inventory Manager"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "low-inventory-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": ["header", "thresholdAlert", "searchControl", "searchInput", "inventoryTable", "footerNote"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "⚠️ Low Inventory Warning",
+        "subtitle": "4 items are below their reorder threshold"
+      },
+      {
+        "id": "thresholdAlert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Reorder Threshold: 20 units",
+        "description": "Items appear on this list when remaining stock falls to 20 units or fewer. Adjust thresholds per item in Settings."
+      },
+      {
+        "id": "searchControl",
+        "component": "FormControl",
+        "label": "Search Items",
+        "input": "searchInput",
+        "hint": "Filter by item name or SKU"
+      },
+      {
+        "id": "searchInput",
+        "component": "Input",
+        "name": "search",
+        "type": "text",
+        "placeholder": "e.g. Coffee Beans or SKU-1042"
+      },
+      {
+        "id": "inventoryTable",
+        "component": "Table",
+        "columns": ["colItem", "colSku", "colUnits", "colThreshold", "colAction"]
+      },
+      {
+        "id": "colItem",
+        "component": "Col",
+        "label": "Item",
+        "type": "string",
+        "data": ["Arabica Coffee Beans 1kg", "Oat Milk 1L", "Paper Cups 12oz (pack of 50)", "Matcha Powder 500g"]
+      },
+      {
+        "id": "colSku",
+        "component": "Col",
+        "label": "SKU",
+        "type": "string",
+        "data": ["SKU-1042", "SKU-2210", "SKU-3305", "SKU-4471"]
+      },
+      {
+        "id": "colUnits",
+        "component": "Col",
+        "label": "Units Remaining",
+        "type": "number",
+        "data": [12, 8, 18, 5]
+      },
+      {
+        "id": "colThreshold",
+        "component": "Col",
+        "label": "Threshold",
+        "type": "number",
+        "data": [20, 20, 20, 20]
+      },
+      {
+        "id": "colAction",
+        "component": "Col",
+        "label": "Reorder",
+        "type": "action",
+        "data": ["Reorder", "Reorder", "Reorder", "Reorder"]
+      },
+      {
+        "id": "footerNote",
+        "component": "TextContent",
+        "text": "Stock levels last synced 10 minutes ago.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers each requirement:
+
+1. **Low items + remaining units** — The table lists each item with its SKU and exact units remaining (e.g., Matcha Powder at 5 units).
+2. **Reorder per item** — Each row has a "Reorder" action button in the last column.
+3. **Warning threshold** — The alert banner states the 20-unit reorder threshold that triggers items appearing here, and each row shows its threshold for comparison.
+4. **Search** — A search field filters items by name or SKU.
+
+Want me to add per-item custom thresholds, a bulk reorder option, or sort by urgency?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..16b44f6da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r1.txt
@@ -0,0 +1,72 @@
+Here's a support lead morning dashboard covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Support Desk" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-morning",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "statsRow", "filterRow", "ticketsCard", "actionsRow"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Support Morning Briefing", "subtitle": "Tuesday, 9:00 AM — queue overview for the support lead" },
+
+        { "id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["openCard", "frtCard"] },
+        { "id": "openCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["openLabel", "openValue"] },
+        { "id": "openLabel", "component": "TextContent", "text": "Open Tickets", "size": "small" },
+        { "id": "openValue", "component": "TextContent", "text": "**42** open (7 high priority)", "size": "large-heavy" },
+        { "id": "frtCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["frtLabel", "frtValue"] },
+        { "id": "frtLabel", "component": "TextContent", "text": "Avg. First-Response Time", "size": "small" },
+        { "id": "frtValue", "component": "TextContent", "text": "**18 min** (target: 30 min)", "size": "large-heavy" },
+
+        { "id": "filterRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["filterLabel", "prioritySwitch"] },
+        { "id": "filterLabel", "component": "TextContent", "text": "Showing the 5 most recent tickets. Toggle to narrow the list.", "size": "small" },
+        { "id": "prioritySwitch", "component": "SwitchGroup", "name": "priorityFilter", "variant": "clear", "items": ["prioritySwitchItem"] },
+        { "id": "prioritySwitchItem", "component": "SwitchItem", "name": "highOnly", "label": "High priority only", "description": "Filter the recent-ticket list to high-priority items", "defaultChecked": false },
+
+        { "id": "ticketsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["ticketsHeader", "ticketsTable"] },
+        { "id": "ticketsHeader", "component": "CardHeader", "title": "5 Most Recent Tickets" },
+        { "id": "ticketsTable", "component": "Table", "columns": ["colId", "colSubject", "colPriority", "colAge"] },
+        { "id": "colId", "component": "Col", "label": "Ticket", "data": ["#4821", "#4820", "#4819", "#4818", "#4817"] },
+        { "id": "colSubject", "component": "Col", "label": "Subject", "data": ["Payment failed at checkout", "Cannot log in after password reset", "Invoice missing for March", "App crashes on Android 14", "Question about plan upgrade"] },
+        { "id": "colPriority", "component": "Col", "label": "Priority", "data": ["High", "High", "Medium", "High", "Low"] },
+        { "id": "colAge", "component": "Col", "label": "Opened", "data": ["8:42 AM", "8:15 AM", "7:58 AM", "7:31 AM", "7:05 AM"] },
+
+        { "id": "actionsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["newTicketDialog"] },
+        { "id": "newTicketDialog", "component": "DialogBlock", "triggerLabel": "+ Open New Ticket", "title": "Open a New Ticket", "description": "Fill in the details below to create a ticket in the queue.", "triggerVariant": "default", "content": ["newTicketForm"] },
+        { "id": "newTicketForm", "component": "Form", "name": "newTicket", "buttons": "formButtons", "fields": ["subjectControl", "priorityControl", "descControl"] },
+        { "id": "subjectControl", "component": "FormControl", "label": "Subject", "input": "subjectInput", "hint": "Short summary of the issue" },
+        { "id": "subjectInput", "component": "Input", "name": "subject", "placeholder": "e.g. Customer cannot access account", "type": "text" },
+        { "id": "priorityControl", "component": "FormControl", "label": "Priority", "input": "prioritySelect" },
+        { "id": "prioritySelect", "component": "Select", "name": "priority", "placeholder": "Select priority", "items": ["priLow", "priMed", "priHigh"] },
+        { "id": "priLow", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "priMed", "component": "SelectItem", "value": "medium", "label": "Medium" },
+        { "id": "priHigh", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "descControl", "component": "FormControl", "label": "Description", "input": "descInput" },
+        { "id": "descInput", "component": "TextArea", "name": "description", "placeholder": "Describe the issue, customer, and any context...", "rows": 4 },
+        { "id": "formButtons", "component": "Buttons", "buttons": ["submitBtn", "cancelBtn"] },
+        { "id": "submitBtn", "component": "Button", "label": "Create Ticket", "variant": "primary" },
+        { "id": "cancelBtn", "component": "Button", "label": "Cancel", "variant": "tertiary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+How each requirement is covered:
+
+1. **Open ticket count** — stat card showing **42 open** (with a high-priority breakdown).
+2. **Average first-response time** — stat card showing **18 min** against the 30-min target.
+3. **Five most recent tickets with priority** — a table listing tickets #4821–#4817 with subject, priority, and open time.
+4. **Narrow to high-priority only** — a "High priority only" toggle switch above the table.
+5. **Open a new ticket** — a "+ Open New Ticket" button opening a dialog with a subject/priority/description form.
+
+Want me to add a trend chart for response times or wire the filter to actually re-render the table when toggled?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..247946af7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r2.txt
@@ -0,0 +1,67 @@
+Here's a support lead morning dashboard covering all five items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-morning",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Support Ops" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-morning",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "statsRow", "filterRow", "ticketsCard", "newTicket"] },
+      { "id": "header", "component": "CardHeader", "title": "Support Morning Briefing", "subtitle": "Tuesday, 8:00 AM — queue overview" },
+
+      { "id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["openCard", "frtCard"] },
+      { "id": "openCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["openLabel", "openValue"] },
+      { "id": "openLabel", "component": "TextContent", "text": "Open Tickets", "size": "small" },
+      { "id": "openValue", "component": "TextContent", "text": "**42**", "size": "large-heavy" },
+      { "id": "frtCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["frtLabel", "frtValue"] },
+      { "id": "frtLabel", "component": "TextContent", "text": "Avg First-Response Time", "size": "small" },
+      { "id": "frtValue", "component": "TextContent", "text": "**18 min**", "size": "large-heavy" },
+
+      { "id": "filterRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["filterLabel", "priorityFilter"] },
+      { "id": "filterLabel", "component": "TextContent", "text": "Recent Tickets", "size": "large-heavy" },
+      { "id": "priorityFilter", "component": "Select", "name": "priorityFilter", "placeholder": "All priorities", "size": "small", "items": ["fiAll", "fiHigh"], "value": "all" },
+      { "id": "fiAll", "component": "SelectItem", "value": "all", "label": "All priorities" },
+      { "id": "fiHigh", "component": "SelectItem", "value": "high", "label": "High priority only" },
+
+      { "id": "ticketsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["ticketsTable"] },
+      { "id": "ticketsTable", "component": "Table", "columns": ["colId", "colSubject", "colPriority", "colAge"] },
+      { "id": "colId", "component": "Col", "label": "Ticket", "data": ["#1042", "#1041", "#1040", "#1039", "#1038"] },
+      { "id": "colSubject", "component": "Col", "label": "Subject", "data": ["Login SSO failing for team", "Billing invoice mismatch", "Feature request: dark mode", "API 500 errors on export", "Password reset email delayed"] },
+      { "id": "colPriority", "component": "Col", "label": "Priority", "data": ["High", "Medium", "Low", "High", "Medium"] },
+      { "id": "colAge", "component": "Col", "label": "Opened", "data": ["12 min ago", "34 min ago", "1 hr ago", "2 hr ago", "3 hr ago"] },
+
+      { "id": "newTicket", "component": "DialogBlock", "triggerLabel": "+ New Ticket", "title": "Open a New Ticket", "description": "Fill in the details below to create a ticket.", "triggerVariant": "default", "content": ["newTicketForm"] },
+      { "id": "newTicketForm", "component": "Form", "name": "newTicket", "fields": ["fcSubject", "fcPriority", "fcDesc"], "buttons": "formButtons" },
+      { "id": "fcSubject", "component": "FormControl", "label": "Subject", "input": "inSubject" },
+      { "id": "inSubject", "component": "Input", "name": "subject", "placeholder": "Short summary of the issue", "type": "text" },
+      { "id": "fcPriority", "component": "FormControl", "label": "Priority", "input": "inPriority" },
+      { "id": "inPriority", "component": "Select", "name": "priority", "placeholder": "Select priority", "items": ["pLow", "pMed", "pHigh"] },
+      { "id": "pLow", "component": "SelectItem", "value": "low", "label": "Low" },
+      { "id": "pMed", "component": "SelectItem", "value": "medium", "label": "Medium" },
+      { "id": "pHigh", "component": "SelectItem", "value": "high", "label": "High" },
+      { "id": "fcDesc", "component": "FormControl", "label": "Description", "input": "inDesc" },
+      { "id": "inDesc", "component": "TextArea", "name": "description", "placeholder": "Describe the issue...", "rows": 4 },
+      { "id": "formButtons", "component": "Buttons", "buttons": ["btnSubmit"], "direction": "row" },
+      { "id": "btnSubmit", "component": "Button", "label": "Create Ticket", "variant": "primary" }
+    ]
+  }
+}
+</a2ui-json>
+
+All five requirements are covered:
+1. **Open tickets** — stat card showing 42
+2. **Avg first-response time** — stat card showing 18 min
+3. **Five most recent tickets** — table with ID, subject, priority, and age
+4. **High-priority filter** — dropdown to narrow the list
+5. **New ticket** — button opening a dialog with a creation form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..2b78fb2bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r3.txt
@@ -0,0 +1,49 @@
+Here's a support lead's morning dashboard covering all five requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Ops"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-dashboard","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","statsRow","controls","ticketsCard"]},
+{"id":"header","component":"CardHeader","title":"Support Morning Briefing","subtitle":"Wednesday, June 12 — Queue overview for your shift"},
+{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["stat1","stat2"]},
+{"id":"stat1","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat1Label","stat1Value"]},
+{"id":"stat1Label","component":"TextContent","text":"Open tickets","size":"small"},
+{"id":"stat1Value","component":"Heading","text":"42","level":"h2"},
+{"id":"stat2","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["stat2Label","stat2Value"]},
+{"id":"stat2Label","component":"TextContent","text":"Avg. first-response time","size":"small"},
+{"id":"stat2Value","component":"Heading","text":"18 min","level":"h2"},
+{"id":"controls","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["filterSwitch","newTicketDialog"]},
+{"id":"filterSwitch","component":"SwitchGroup","name":"priorityFilter","variant":"clear","items":["filterSwitchItem"]},
+{"id":"filterSwitchItem","component":"SwitchItem","name":"highOnly","label":"High priority only","description":"Narrow the list to urgent tickets","defaultChecked":false},
+{"id":"newTicketDialog","component":"DialogBlock","triggerLabel":"+ New ticket","title":"Open a new ticket","description":"Fill in the details to add a ticket to the queue.","content":["newTicketForm"],"triggerVariant":"default"},
+{"id":"newTicketForm","component":"Form","name":"newTicket","fields":["fSubject","fPriority","fDesc"],"buttons":"formButtons"},
+{"id":"fSubject","component":"FormControl","label":"Subject","input":"subjectInput"},
+{"id":"subjectInput","component":"Input","name":"subject","placeholder":"Short summary of the issue","rules":["required"]},
+{"id":"fPriority","component":"FormControl","label":"Priority","input":"prioritySelect"},
+{"id":"prioritySelect","component":"Select","name":"priority","placeholder":"Select priority","items":["piHigh","piMed","piLow"]},
+{"id":"piHigh","component":"SelectItem","value":"high","label":"High"},
+{"id":"piMed","component":"SelectItem","value":"medium","label":"Medium"},
+{"id":"piLow","component":"SelectItem","value":"low","label":"Low"},
+{"id":"fDesc","component":"FormControl","label":"Description","input":"descInput"},
+{"id":"descInput","component":"TextArea","name":"description","placeholder":"Describe the issue…","rows":4},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Create ticket","variant":"primary"},
+{"id":"ticketsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["ticketsHeader","ticketsTable"]},
+{"id":"ticketsHeader","component":"CardHeader","title":"5 most recent tickets"},
+{"id":"ticketsTable","component":"Table","columns":["colId","colSubject","colPriority","colAge"]},
+{"id":"colId","component":"Col","label":"Ticket","data":["#4821","#4820","#4819","#4818","#4817"]},
+{"id":"colSubject","component":"Col","label":"Subject","data":["Payment gateway timeout on checkout","Login loop after password reset","Invoice PDF missing line items","Mobile app crashes on launch","Feature request: dark mode"]},
+{"id":"colPriority","component":"Col","label":"Priority","data":["High","High","Medium","High","Low"]},
+{"id":"colAge","component":"Col","label":"Opened","data":["4 min ago","22 min ago","41 min ago","1 h ago","2 h ago"]}
+]}}
+</a2ui-json>
+
+All five items are covered:
+1. **Open tickets** — stat card showing **42**
+2. **Avg first-response time** — stat card showing **18 min**
+3. **Five most recent tickets** — table with subject, priority, and age for each
+4. **High-priority filter** — the "High priority only" toggle above the table
+5. **New ticket** — the "+ New ticket" button opens a dialog with a subject/priority/description form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..2b8605333
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b2-support__r4.txt
@@ -0,0 +1,55 @@
+Here's a support lead morning dashboard covering all five items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Ops"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-morning","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","statsRow","filterCard","ticketsCard","newTicketDialog"]},
+{"id":"header","component":"CardHeader","title":"Support Morning Briefing","subtitle":"Tuesday, 8:00 AM — queue overview"},
+
+{"id":"statsRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["openCard","frtCard"]},
+{"id":"openCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["openNum","openLabel"],"weight":1},
+{"id":"openNum","component":"TextContent","text":"**23**","size":"large-heavy"},
+{"id":"openLabel","component":"TextContent","text":"Open tickets (6 high priority)","size":"small"},
+{"id":"frtCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["frtNum","frtLabel"],"weight":1},
+{"id":"frtNum","component":"TextContent","text":"**14 min**","size":"large-heavy"},
+{"id":"frtLabel","component":"TextContent","text":"Avg. first-response time (target: 15 min)","size":"small"},
+
+{"id":"filterCard","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["filterLabel","priorityFilter"]},
+{"id":"filterLabel","component":"TextContent","text":"**Narrow the queue:**","size":"default"},
+{"id":"priorityFilter","component":"SwitchGroup","name":"priorityOnly","items":["highOnlySwitch"]},
+{"id":"highOnlySwitch","component":"SwitchItem","name":"highOnly","label":"High priority only","description":"Show just urgent tickets"},
+
+{"id":"ticketsCard","component":"Card","direction":"column","gap":"s","children":["ticketsHeader","ticketsTable"]},
+{"id":"ticketsHeader","component":"CardHeader","title":"5 Most Recent Tickets"},
+{"id":"ticketsTable","component":"Table","columns":["colId","colSubject","colPriority","colAge"]},
+{"id":"colId","component":"Col","label":"Ticket","data":["#4821","#4820","#4819","#4818","#4817"]},
+{"id":"colSubject","component":"Col","label":"Subject","data":["Payment failed at checkout","SSO login loop after update","Export CSV returns empty file","Feature request: dark mode","Password reset email not arriving"]},
+{"id":"colPriority","component":"Col","label":"Priority","data":["🔴 High","🔴 High","🟡 Medium","🟢 Low","🔴 High"]},
+{"id":"colAge","component":"Col","label":"Opened","data":["4 min ago","18 min ago","42 min ago","1 hr ago","2 hr ago"]},
+
+{"id":"newTicketDialog","component":"DialogBlock","triggerLabel":"+ Open New Ticket","title":"Create a new ticket","description":"Log a ticket on behalf of a customer.","triggerVariant":"default","content":["newTicketForm"]},
+{"id":"newTicketForm","component":"Form","name":"newTicket","fields":["fcSubject","fcCustomer","fcPriority"],"buttons":"formButtons"},
+{"id":"fcSubject","component":"FormControl","label":"Subject","input":"inSubject","hint":"Short summary of the issue"},
+{"id":"inSubject","component":"Input","name":"subject","placeholder":"e.g. Cannot access billing page"},
+{"id":"fcCustomer","component":"FormControl","label":"Customer email","input":"inCustomer"},
+{"id":"inCustomer","component":"Input","name":"customer","type":"email","placeholder":"customer@company.com"},
+{"id":"fcPriority","component":"FormControl","label":"Priority","input":"inPriority"},
+{"id":"inPriority","component":"Select","name":"priority","placeholder":"Select priority","items":["piHigh","piMed","piLow"]},
+{"id":"piHigh","component":"SelectItem","value":"high","label":"High"},
+{"id":"piMed","component":"SelectItem","value":"medium","label":"Medium"},
+{"id":"piLow","component":"SelectItem","value":"low","label":"Low"},
+{"id":"formButtons","component":"Buttons","buttons":["btnSubmit","btnCancel"]},
+{"id":"btnSubmit","component":"Button","label":"Create Ticket","variant":"primary"},
+{"id":"btnCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+This covers each requirement:
+1. **Open tickets** — "23" stat card (with high-priority count noted)
+2. **Avg first-response time** — "14 min" stat card vs. the 15-min target
+3. **Five most recent tickets** — table with subject, priority (color-coded), and age
+4. **High-priority filter** — "High priority only" toggle switch
+5. **Open a new ticket** — button opening a dialog with a subject/email/priority form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..e4fa13970
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,78 @@
+Here's a complete receptionist day-view dashboard covering all seven requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-day-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0E7C86", "agentDisplayName": "Clinic Front Desk" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-day-view",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "dateNav", "statsRow", "nextPatient", "mainRow", "checkinCard"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Front Desk — Day View", "subtitle": "Tuesday, March 12 · Dr. Patel & Dr. Nguyen on duty" },
+
+      { "id": "dateNav", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["prevDayBtn", "dayPicker", "nextDayBtn"] },
+      { "id": "prevDayBtn", "component": "Button", "label": "← Previous Day", "variant": "secondary", "action": [{ "call": "changeDay", "args": { "offset": -1 } }] },
+      { "id": "dayPicker", "component": "DatePicker", "name": "viewDate", "mode": "single", "value": ["2025-03-12"] },
+      { "id": "nextDayBtn", "component": "Button", "label": "Next Day →", "variant": "secondary", "action": [{ "call": "changeDay", "args": { "offset": 1 } }] },
+
+      { "id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["expectedCard", "noshowCard", "roomsCard"] },
+      { "id": "expectedCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["expectedTitle", "expectedValue"] },
+      { "id": "expectedTitle", "component": "TextContent", "text": "Patients Expected Today", "size": "small" },
+      { "id": "expectedValue", "component": "TextContent", "text": "**14** (9 seen, 5 remaining)", "size": "large-heavy" },
+      { "id": "noshowCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["noshowTitle", "noshowValue", "noshowBar"] },
+      { "id": "noshowTitle", "component": "TextContent", "text": "No-Show Rate (March)", "size": "small" },
+      { "id": "noshowValue", "component": "TextContent", "text": "**7.2%** — 11 of 153 appointments", "size": "large-heavy" },
+      { "id": "noshowBar", "component": "Progress", "value": 7.2, "label": "Target: under 10%" },
+      { "id": "roomsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["roomsTitle", "roomTags"] },
+      { "id": "roomsTitle", "component": "TextContent", "text": "Rooms Free Right Now", "size": "small" },
+      { "id": "roomTags", "component": "TagBlock", "tags": ["Room 2 — free", "Room 4 — free", "Room 1 — occupied", "Room 3 — occupied", "Room 5 — cleaning"] },
+
+      { "id": "nextPatient", "component": "Callout", "variant": "info", "title": "Now Calling: Maria Gonzalez", "description": "10:30 appointment with Dr. Patel · Please send to Room 2 · Checked in 10:12 AM" },
+
+      { "id": "mainRow", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["apptHeader", "apptTable"] },
+      { "id": "apptHeader", "component": "CardHeader", "title": "Today's Appointments", "subtitle": "14 scheduled · tap a row action to manage" },
+      { "id": "apptTable", "component": "Table", "columns": ["colTime", "colPatient", "colDoctor", "colRoom", "colStatus"] },
+      { "id": "colTime", "component": "Col", "label": "Time", "data": ["09:00", "09:20", "09:40", "10:00", "10:30", "10:50", "11:10", "11:30", "13:00", "13:20", "13:40", "14:00", "14:30", "15:00"] },
+      { "id": "colPatient", "component": "Col", "label": "Patient", "data": ["James Okafor", "Linda Chen", "Robert Diaz", "Aisha Khan", "Maria Gonzalez", "Tom Becker", "Sara Ali", "Peter Novak", "Emma Rossi", "David Kim", "Nora Smith", "Lucas Meyer", "Ana Souza", "Henry Ford"] },
+      { "id": "colDoctor", "component": "Col", "label": "Doctor", "data": ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen"] },
+      { "id": "colRoom", "component": "Col", "label": "Room", "data": ["1", "3", "1", "3", "2", "1", "3", "1", "2", "3", "1", "2", "3", "1"] },
+      { "id": "colStatus", "component": "Col", "label": "Status", "data": ["Seen", "Seen", "Seen", "Seen", "Called", "Checked in", "Checked in", "Waiting", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected"] },
+
+      { "id": "checkinCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["checkinHeader", "checkinForm"] },
+      { "id": "checkinHeader", "component": "CardHeader", "title": "Check a Patient In", "subtitle": "Search by name and confirm arrival" },
+      { "id": "checkinForm", "component": "Form", "name": "checkin", "fields": ["fcPatient", "fcRoom"], "buttons": "checkinButtons" },
+      { "id": "fcPatient", "component": "FormControl", "label": "Patient Name", "input": "patientInput", "hint": "Start typing to search today's list" },
+      { "id": "patientInput", "component": "Input", "name": "patientName", "placeholder": "e.g. Emma Rossi", "type": "text", "rules": [{ "required": true }] },
+      { "id": "fcRoom", "component": "FormControl", "label": "Assign Room (optional)", "input": "roomSelect" },
+      { "id": "roomSelect", "component": "Select", "name": "room", "placeholder": "Choose a free room", "items": ["roomOpt2", "roomOpt4"] },
+      { "id": "roomOpt2", "component": "SelectItem", "value": "room2", "label": "Room 2 (free)" },
+      { "id": "roomOpt4", "component": "SelectItem", "value": "room4", "label": "Room 4 (free)" },
+      { "id": "checkinButtons", "component": "Buttons", "buttons": ["checkinSubmit"], "direction": "row" },
+      { "id": "checkinSubmit", "component": "Button", "label": "Check In", "variant": "primary", "action": [{ "call": "checkInPatient" }] }
+    ]
+  }
+}
+</a2ui-json>
+
+All seven items are covered:
+
+1. **Today's appointments** — full table with times, patient names, doctor, room, and status
+2. **Expected count** — "14 (9 seen, 5 remaining)" stat card
+3. **No-show rate** — 7.2% for March with a progress bar against the 10% target
+4. **Free rooms** — room status tags (Rooms 2 & 4 free)
+5. **Next patient** — highlighted callout: Maria Gonzalez, send to Room 2
+6. **Check-in** — form with patient search, optional room assignment, and submit button
+7. **Day navigation** — previous/next day buttons plus a date picker
+
+Want me to add a walk-in queue, appointment rescheduling, or an end-of-day summary?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..348725aef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,74 @@
+Here's a single-screen front-desk day view. Mapping to your list: (1) appointments table with times + patients, (2) "expected today" stat, (3) no-show rate stat with progress bar, (4) live room status card, (5) "next up" alert banner, (6) check-in form, (7) prev/today/next buttons plus a date jump picker.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "clinic-day-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7490",
+        "agentDisplayName": "Front Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "clinic-day-view",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["hdr", "nowCalling", "stats", "roomsCard", "apptsCard", "checkinCard", "navRow"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Front Desk — Day View", "subtitle": "Tuesday, June 10 · Dr. Patel & Dr. Nguyen · Clinic hours 9:00 AM – 4:00 PM" },
+
+        { "id": "nowCalling", "component": "Alert", "variant": "info", "title": "Next up: Aisha Khan", "description": "10:20 AM appointment with Dr. Patel · Assign Room 4 (free now) · Called once at 10:12 AM" },
+
+        { "id": "stats", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["statExpected", "statNoShow", "statRooms"] },
+        { "id": "statExpected", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["statExpectedLabel", "statExpectedValue"] },
+        { "id": "statExpectedLabel", "component": "TextContent", "text": "Patients expected today", "size": "small" },
+        { "id": "statExpectedValue", "component": "TextContent", "text": "12", "size": "large-heavy" },
+        { "id": "statNoShow", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["statNoShowLabel", "statNoShowValue", "statNoShowProgress"] },
+        { "id": "statNoShowLabel", "component": "TextContent", "text": "No-show rate — June", "size": "small" },
+        { "id": "statNoShowValue", "component": "TextContent", "text": "8% (9 of 112 bookings)", "size": "large-heavy" },
+        { "id": "statNoShowProgress", "component": "Progress", "value": 8, "label": "Target: under 10%" },
+        { "id": "statRooms", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["statRoomsLabel", "statRoomsValue"] },
+        { "id": "statRoomsLabel", "component": "TextContent", "text": "Rooms free right now", "size": "small" },
+        { "id": "statRoomsValue", "component": "TextContent", "text": "3 of 6", "size": "large-heavy" },
+
+        { "id": "roomsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["roomsHeader", "roomsFreeLabel", "roomsTags", "roomsOccupied"] },
+        { "id": "roomsHeader", "component": "CardHeader", "title": "Room Status — Live", "subtitle": "Updated 10:14 AM" },
+        { "id": "roomsFreeLabel", "component": "TextContent", "text": "Free now:", "size": "small-heavy" },
+        { "id": "roomsTags", "component": "TagBlock", "tags": ["Room 2 — free", "Room 4 — free", "Room 6 — free"] },
+        { "id": "roomsOccupied", "component": "TextContent", "text": "Occupied: Room 1 (until ~10:45) · Room 3 (until ~11:00) · Room 5 (until ~10:50)", "size": "small" },
+
+        { "id": "apptsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["apptsHeader", "apptsTable"] },
+        { "id": "apptsHeader", "component": "CardHeader", "title": "Today's Appointments", "subtitle": "12 scheduled · 4 checked in · 1 in progress" },
+        { "id": "apptsTable", "component": "Table", "columns": ["colTime", "colPatient", "colProvider", "colStatus"] },
+        { "id": "colTime", "component": "Col", "label": "Time", "data": ["9:00 AM", "9:20 AM", "9:40 AM", "10:00 AM", "10:20 AM", "10:40 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:20 PM", "1:40 PM", "2:00 PM"] },
+        { "id": "colPatient", "component": "Col", "label": "Patient", "data": ["Maria Gonzalez", "James Okafor", "Linda Chen", "Robert Smith", "Aisha Khan", "Tom Becker", "Sara Kim", "David Lee", "Emma Wilson", "Noah Brown", "Olivia Davis", "Ethan Clark"] },
+        { "id": "colProvider", "component": "Col", "label": "Provider", "data": ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen"] },
+        { "id": "colStatus", "component": "Col", "label": "Status", "data": ["In room (Rm 3)", "Checked in", "Checked in", "Checked in", "Called — next up", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Not arrived", "Not arrived", "Not arrived"] },
+
+        { "id": "checkinCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["checkinHeader", "checkinForm"] },
+        { "id": "checkinHeader", "component": "CardHeader", "title": "Check a Patient In", "subtitle": "Search by name or medical record number" },
+        { "id": "checkinForm", "component": "Form", "name": "checkIn", "fields": ["fcPatient"], "buttons": "checkinButtons" },
+        { "id": "fcPatient", "component": "FormControl", "label": "Patient name or MRN", "input": "inputPatient", "hint": "e.g., Maria Gonzalez or MRN-10234" },
+        { "id": "inputPatient", "component": "Input", "name": "patientId", "placeholder": "Start typing to search…", "type": "text" },
+        { "id": "checkinButtons", "component": "Buttons", "buttons": ["btnCheckin"], "direction": "row" },
+        { "id": "btnCheckin", "component": "Button", "label": "Check In", "variant": "primary", "size": "medium" },
+
+        { "id": "navRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["navButtons", "dayJumpLabel", "dayPicker"] },
+        { "id": "navButtons", "component": "Buttons", "buttons": ["btnPrev", "btnToday", "btnNext"], "direction": "row" },
+        { "id": "btnPrev", "component": "Button", "label": "← Previous Day", "variant": "secondary", "size": "small" },
+        { "id": "btnToday", "component": "Button", "label": "Today", "variant": "tertiary", "size": "small" },
+        { "id": "btnNext", "component": "Button", "label": "Next Day →", "variant": "secondary", "size": "small" },
+        { "id": "dayJumpLabel", "component": "Label", "text": "Jump to date:" },
+        { "id": "dayPicker", "component": "DatePicker", "name": "dayJump", "mode": "single" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything is on one screen, in glance priority order: the "next up" banner sits at the top since it's most time-sensitive, followed by the three key stats, live room availability, the full appointment list, then the two actions (check-in and day navigation) at the bottom. Want me to add a "mark no-show" action per row, or an end-of-day summary section?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..c2c277ad3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,79 @@
+Here's a clinic receptionist day-view dashboard covering all seven items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-day-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0E7C7B", "agentDisplayName": "Clinic Front Desk" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-day-view",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "dayNav", "kpiRow", "nextPatientCard", "roomsCard", "apptCard", "checkinCard"] },
+      { "id": "header", "component": "CardHeader", "title": "Front Desk — Day View", "subtitle": "Tuesday, May 14 · Dr. Alvarez & Dr. Chen" },
+
+      { "id": "dayNav", "component": "Buttons", "buttons": ["prevDayBtn", "todayBtn", "nextDayBtn"] },
+      { "id": "prevDayBtn", "component": "Button", "label": "← Previous Day", "variant": "secondary" },
+      { "id": "todayBtn", "component": "Button", "label": "Today", "variant": "tertiary" },
+      { "id": "nextDayBtn", "component": "Button", "label": "Next Day →", "variant": "secondary" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "card", "direction": "row", "gap": "l", "children": ["kpiExpected", "kpiNoShow", "kpiCheckedIn"] },
+      { "id": "kpiExpected", "component": "TextContent", "text": "**18** patients expected today", "size": "large-heavy" },
+      { "id": "kpiNoShow", "component": "TextContent", "text": "**6.2%** no-show rate this month", "size": "large-heavy" },
+      { "id": "kpiCheckedIn", "component": "TextContent", "text": "**7** checked in so far", "size": "large-heavy" },
+
+      { "id": "nextPatientCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["nextHeader", "nextText", "callBtn"] },
+      { "id": "nextHeader", "component": "CardHeader", "title": "Now Calling" },
+      { "id": "nextText", "component": "TextContent", "text": "**Maria Gomez** — 9:30 AM appointment with Dr. Alvarez. Please proceed to Room 2." },
+      { "id": "callBtn", "component": "Button", "label": "Call Next Patient", "variant": "primary" },
+
+      { "id": "roomsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["roomsHeader", "roomsTags"] },
+      { "id": "roomsHeader", "component": "CardHeader", "title": "Room Status — Right Now" },
+      { "id": "roomsTags", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "wrap": true, "children": ["room1", "room2", "room3", "room4"] },
+      { "id": "room1", "component": "Tag", "text": "Room 1 — Free", "variant": "success" },
+      { "id": "room2", "component": "Tag", "text": "Room 2 — Occupied", "variant": "danger" },
+      { "id": "room3", "component": "Tag", "text": "Room 3 — Free", "variant": "success" },
+      { "id": "room4", "component": "Tag", "text": "Room 4 — Cleaning", "variant": "warning" },
+
+      { "id": "apptCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["apptHeader", "apptTable"] },
+      { "id": "apptHeader", "component": "CardHeader", "title": "Today's Appointments" },
+      { "id": "apptTable", "component": "Table", "columns": ["colTime", "colPatient", "colDoctor", "colStatus"] },
+      { "id": "colTime", "component": "Col", "label": "Time", "data": ["9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:30 PM"] },
+      { "id": "colPatient", "component": "Col", "label": "Patient", "data": ["James Lee", "Maria Gomez", "Priya Patel", "Tom Baker", "Aisha Khan", "Robert Diaz", "Emily Chen", "Noah Smith"] },
+      { "id": "colDoctor", "component": "Col", "label": "Doctor", "data": ["Dr. Alvarez", "Dr. Alvarez", "Dr. Chen", "Dr. Chen", "Dr. Alvarez", "Dr. Chen", "Dr. Alvarez", "Dr. Chen"] },
+      { "id": "colStatus", "component": "Col", "label": "Status", "data": ["Checked in", "Called", "Checked in", "Waiting", "Confirmed", "Confirmed", "Confirmed", "Unconfirmed"] },
+
+      { "id": "checkinCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["checkinHeader", "checkinForm"] },
+      { "id": "checkinHeader", "component": "CardHeader", "title": "Check In a Patient" },
+      { "id": "checkinForm", "component": "Form", "name": "checkin", "fields": ["fcName", "fcTime"], "buttons": "checkinButtons" },
+      { "id": "fcName", "component": "FormControl", "label": "Patient Name", "input": "nameInput", "hint": "Start typing to search scheduled patients" },
+      { "id": "nameInput", "component": "Input", "name": "patientName", "placeholder": "e.g., Maria Gomez", "type": "text" },
+      { "id": "fcTime", "component": "FormControl", "label": "Appointment Time", "input": "timeSelect" },
+      { "id": "timeSelect", "component": "Select", "name": "apptTime", "placeholder": "Select time", "items": ["t1", "t2", "t3", "t4"] },
+      { "id": "t1", "component": "SelectItem", "value": "10:00", "label": "10:00 AM — Priya Patel" },
+      { "id": "t2", "component": "SelectItem", "value": "10:30", "label": "10:30 AM — Tom Baker" },
+      { "id": "t3", "component": "SelectItem", "value": "11:00", "label": "11:00 AM — Aisha Khan" },
+      { "id": "t4", "component": "SelectItem", "value": "11:30", "label": "11:30 AM — Robert Diaz" },
+      { "id": "checkinButtons", "component": "Buttons", "buttons": ["checkinSubmit"] },
+      { "id": "checkinSubmit", "component": "Button", "label": "Check In", "variant": "primary" }
+    ]
+  }
+}
+</a2ui-json>
+
+All seven requirements are covered:
+1. **Appointments** — table with times, patient names, doctors, and status
+2. **Expected count** — "18 patients expected today" KPI
+3. **No-show rate** — 6.2% this month KPI
+4. **Room status** — live tags showing free/occupied/cleaning rooms
+5. **Next patient** — "Now Calling" card with a Call Next Patient button
+6. **Check-in** — form with patient name, appointment time, and Check In button
+7. **Day navigation** — Previous Day / Today / Next Day buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..7cc5eb939
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,52 @@
+Here's a clinic receptionist day view covering all 7 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-day","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7490","agentDisplayName":"Clinic Front Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-day","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","dayNav","statsCard","nextPatient","appointmentsCard","roomsCard","checkinCard"]},
+{"id":"header","component":"CardHeader","title":"Front Desk — Day View","subtitle":"Today's schedule, rooms, and patient check-in"},
+{"id":"dayNav","component":"Buttons","buttons":["prevDay","todayBtn","nextDay"],"direction":"row"},
+{"id":"prevDay","component":"Button","label":"← Previous Day","variant":"secondary"},
+{"id":"todayBtn","component":"Button","label":"Today — Tue, Jun 10","variant":"tertiary"},
+{"id":"nextDay","component":"Button","label":"Next Day →","variant":"secondary"},
+{"id":"statsCard","component":"Card","direction":"row","gap":"m","children":["statExpected","statNoShow"]},
+{"id":"statExpected","component":"Callout","variant":"info","title":"14 patients expected today","description":"8 confirmed · 4 unconfirmed · 2 walk-ins"},
+{"id":"statNoShow","component":"Callout","variant":"warning","title":"No-show rate this month: 7.2%","description":"Down from 9.1% last month"},
+{"id":"nextPatient","component":"Alert","variant":"success","title":"Next patient: Maria Alvarez — 9:30 AM","description":"Room 2 · Dr. Chen · Annual physical. Please call when Room 2 is clear."},
+{"id":"appointmentsCard","component":"Card","direction":"column","gap":"s","children":["apptHeader","apptTable"]},
+{"id":"apptHeader","component":"CardHeader","title":"Today's Appointments"},
+{"id":"apptTable","component":"Table","columns":["colTime","colPatient","colType","colStatus"]},
+{"id":"colTime","component":"Col","label":"Time","data":["9:00 AM","9:30 AM","10:00 AM","10:30 AM","11:15 AM","1:00 PM","2:30 PM"]},
+{"id":"colPatient","component":"Col","label":"Patient","data":["James Park","Maria Alvarez","Sofia Nguyen","David Okafor","Emma Rossi","Liam Carter","Aisha Khan"]},
+{"id":"colType","component":"Col","label":"Visit","data":["Follow-up","Annual physical","Lab review","New patient","Vaccination","Follow-up","Consultation"]},
+{"id":"colStatus","component":"Col","label":"Status","data":["Checked in","Arrived","Confirmed","Confirmed","Unconfirmed","Confirmed","Confirmed"]},
+{"id":"roomsCard","component":"Card","direction":"column","gap":"s","children":["roomsHeader","roomTags"]},
+{"id":"roomsHeader","component":"CardHeader","title":"Room Status — Right Now"},
+{"id":"roomTags","component":"TagBlock","tags":["Room 1 — Occupied","Room 2 — Free","Room 3 — Free","Room 4 — Cleaning","Room 5 — Occupied"]},
+{"id":"checkinCard","component":"Card","direction":"column","gap":"s","children":["checkinHeader","checkinForm"]},
+{"id":"checkinHeader","component":"CardHeader","title":"Patient Check-In"},
+{"id":"checkinForm","component":"Form","name":"checkin","buttons":"checkinButtons","fields":["fcName","fcRoom"]},
+{"id":"fcName","component":"FormControl","label":"Patient Name","input":"nameInput","hint":"Search or type the patient's full name"},
+{"id":"nameInput","component":"Input","name":"patientName","placeholder":"e.g. Maria Alvarez","type":"text"},
+{"id":"fcRoom","component":"FormControl","label":"Assign Room","input":"roomSelect"},
+{"id":"roomSelect","component":"Select","name":"room","placeholder":"Select a free room","items":["ri2","ri3"]},
+{"id":"ri2","component":"SelectItem","value":"room2","label":"Room 2"},
+{"id":"ri3","component":"SelectItem","value":"room3","label":"Room 3"},
+{"id":"checkinButtons","component":"Buttons","buttons":["checkinSubmit"],"direction":"row"},
+{"id":"checkinSubmit","component":"Button","label":"Check In Patient","variant":"primary"}
+]}}
+</a2ui-json>
+
+This single screen covers everything:
+1. **Today's appointments** — a table with times, patient names, visit type, and status.
+2. **Expected patient count** — 14 patients, broken down by confirmation status.
+3. **No-show rate** — 7.2% this month, with a trend note.
+4. **Free rooms** — live status tags (Rooms 2 & 3 free).
+5. **Next patient** — a highlighted alert: Maria Alvarez, 9:30 AM, Room 2.
+6. **Check-in** — a form with patient name, free-room selector, and a Check In button.
+7. **Day navigation** — Previous / Today / Next day buttons at the top.
+
+Want me to add an end-of-day summary view or a walk-in queue next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..6b9698e10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r1.txt
@@ -0,0 +1,99 @@
+Here's your editor's content studio — a single screen covering all eight items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "content-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Content Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "content-studio",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "newDraftBtn", "categorySection", "metricsRow", "readershipCard", "draftsCard", "scheduleCard", "commentsCard"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Content Studio", "subtitle": "Drafts, publishing, and audience at a glance" },
+
+      { "id": "newDraftBtn", "component": "Button", "label": "✍️ Start New Draft", "variant": "primary", "size": "large" },
+
+      { "id": "categorySection", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["categoryLabel", "categorySelect"] },
+      { "id": "categoryLabel", "component": "TextContent", "text": "**Narrow by category:**" },
+      { "id": "categorySelect", "component": "Select", "name": "category", "placeholder": "All categories", "items": ["catAll", "catTech", "catCulture", "catBusiness", "catOpinion"] },
+      { "id": "catAll", "component": "SelectItem", "value": "all", "label": "All" },
+      { "id": "catTech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+      { "id": "catCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+      { "id": "catBusiness", "component": "SelectItem", "value": "business", "label": "Business" },
+      { "id": "catOpinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+
+      { "id": "metricsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["publishedCard", "topArticleCard"] },
+      { "id": "publishedCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["publishedHeader", "publishedList"] },
+      { "id": "publishedHeader", "component": "CardHeader", "title": "Published This Week", "subtitle": "5 pieces went live" },
+      { "id": "publishedList", "component": "ListBlock", "variant": "number", "items": ["pub1", "pub2", "pub3", "pub4", "pub5"] },
+      { "id": "pub1", "component": "ListItem", "title": "The Quiet Rise of Local Newsletters", "subtitle": "Culture · Mon" },
+      { "id": "pub2", "component": "ListItem", "title": "AI Chips Get Cheaper — Who Wins?", "subtitle": "Technology · Tue" },
+      { "id": "pub3", "component": "ListItem", "title": "Why Small Banks Are Merging", "subtitle": "Business · Wed" },
+      { "id": "pub4", "component": "ListItem", "title": "The Case for a 4-Day Week", "subtitle": "Opinion · Thu" },
+      { "id": "pub5", "component": "ListItem", "title": "Streaming's Next Price Hike", "subtitle": "Business · Fri" },
+
+      { "id": "topArticleCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["topHeader", "topCallout", "topProgress"] },
+      { "id": "topHeader", "component": "CardHeader", "title": "Most-Read This Month" },
+      { "id": "topCallout", "component": "Callout", "variant": "success", "title": "AI Chips Get Cheaper — Who Wins?", "description": "48,200 reads · 6:12 avg. read time · 1,340 shares" },
+      { "id": "topProgress", "component": "Progress", "value": 82, "label": "82% of monthly readership goal" },
+
+      { "id": "readershipCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["readershipHeader", "readershipChart", "readershipSeries"] },
+      { "id": "readershipHeader", "component": "CardHeader", "title": "Readership — Past 30 Days", "subtitle": "Daily unique readers" },
+      { "id": "readershipChart", "component": "LineChart", "labels": ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], "series": ["readershipSeries"], "variant": "natural", "xLabel": "Day", "yLabel": "Readers" },
+      { "id": "readershipSeries", "component": "Series", "category": "Daily readers", "values": [8200, 9100, 7800, 10400, 12600, 11800, 14200] },
+
+      { "id": "draftsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["draftsHeader", "draftsTable", "draftColTitle", "draftColCategory", "draftColStatus", "draftColUpdated"] },
+      { "id": "draftsHeader", "component": "CardHeader", "title": "Drafts", "subtitle": "Current pieces in progress" },
+      { "id": "draftsTable", "component": "Table", "columns": ["draftColTitle", "draftColCategory", "draftColStatus", "draftColUpdated"] },
+      { "id": "draftColTitle", "component": "Col", "label": "Title", "data": ["The Future of Remote Work", "City Budgets, Explained", "Inside the eSports Boom", "Book Review: 'The Glass House'"], "type": "string" },
+      { "id": "draftColCategory", "component": "Col", "label": "Category", "data": ["Business", "Opinion", "Culture", "Culture"], "type": "string" },
+      { "id": "draftColStatus", "component": "Col", "label": "Status", "data": ["In review", "Drafting", "Needs edits", "Ready to publish"], "type": "string" },
+      { "id": "draftColUpdated", "component": "Col", "label": "Last Updated", "data": ["2h ago", "Yesterday", "3 days ago", "Today"], "type": "string" },
+
+      { "id": "scheduleCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["scheduleHeader", "scheduleForm"] },
+      { "id": "scheduleHeader", "component": "CardHeader", "title": "Schedule a Piece", "subtitle": "Set a title and publish date" },
+      { "id": "scheduleForm", "component": "Form", "name": "scheduleForm", "fields": ["titleControl", "dateControl"], "buttons": "scheduleButtons" },
+      { "id": "titleControl", "component": "FormControl", "label": "Piece title", "input": "titleInput", "hint": "The headline as it will appear" },
+      { "id": "titleInput", "component": "Input", "name": "title", "placeholder": "e.g. The Next Big Thing in Tech", "type": "text" },
+      { "id": "dateControl", "component": "FormControl", "label": "Publish date", "input": "datePicker" },
+      { "id": "datePicker", "component": "DatePicker", "name": "publishDate", "mode": "single" },
+      { "id": "scheduleButtons", "component": "Buttons", "buttons": ["scheduleSubmit"], "direction": "row" },
+      { "id": "scheduleSubmit", "component": "Button", "label": "📅 Schedule", "variant": "primary" },
+
+      { "id": "commentsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["commentsHeader", "commentsList", "replyButton"] },
+      { "id": "commentsHeader", "component": "CardHeader", "title": "Comments Awaiting Reply", "subtitle": "3 need your attention" },
+      { "id": "commentsList", "component": "ListBlock", "variant": "number", "items": ["com1", "com2", "com3"] },
+      { "id": "com1", "component": "ListItem", "title": "\"Great analysis, but what about smaller markets?\"", "subtitle": "on 'Why Small Banks Are Merging' · 1h ago" },
+      { "id": "com2", "component": "ListItem", "title": "\"Can you share your sources on chip pricing?\"", "subtitle": "on 'AI Chips Get Cheaper' · 4h ago" },
+      { "id": "com3", "component": "ListItem", "title": "\"Disagree — 4-day weeks hurt small teams.\"", "subtitle": "on 'The Case for a 4-Day Week' · Yesterday" },
+      { "id": "replyButton", "component": "Button", "label": "Reply to Comments", "variant": "secondary" }
+    ]
+  }
+}
+</a2ui-json>
+
+This studio covers everything you asked for:
+
+1. **Drafts with status** — a table showing title, category, status (In review, Drafting, etc.), and last updated
+2. **Published this week** — a numbered list of the 5 pieces that went live
+3. **Most-read article** — highlighted callout with reads, read time, and shares, plus a goal progress bar
+4. **Readership over 30 days** — a line chart of daily unique readers
+5. **Narrow by category** — a category select filter (All, Technology, Culture, Business, Opinion)
+6. **Schedule a piece** — a form with title input and publish date picker
+7. **Comments awaiting reply** — a list of 3 pending comments with a reply button
+8. **New draft** — a prominent "Start New Draft" button at the top
+
+Want me to wire the category filter to actually narrow the drafts table, or add a detail view for individual articles?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..ca888b947
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r2.txt
@@ -0,0 +1,71 @@
+Here's your content studio dashboard covering all eight items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"content-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Content Studio"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"content-studio","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","newDraftBtn","statsRow","chartsRow","draftsCard","scheduleCard","commentsCard"]},
+{"id":"header","component":"CardHeader","title":"Content Studio","subtitle":"Your editorial command center"},
+{"id":"newDraftBtn","component":"Button","label":"+ Start New Draft","variant":"primary","size":"medium","action":[{"event":"new_draft"}]},
+{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["publishedCard","topArticleCard"]},
+{"id":"publishedCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["publishedHeader","publishedList"]},
+{"id":"publishedHeader","component":"CardHeader","title":"Published This Week","subtitle":"4 pieces went live"},
+{"id":"publishedList","component":"ListBlock","variant":"number","items":["pub1","pub2","pub3","pub4"]},
+{"id":"pub1","component":"ListItem","title":"The Future of Remote Work","subtitle":"Mon · 12.4k reads"},
+{"id":"pub2","component":"ListItem","title":"AI Tools Roundup 2025","subtitle":"Tue · 9.1k reads"},
+{"id":"pub3","component":"ListItem","title":"Design Systems at Scale","subtitle":"Wed · 6.8k reads"},
+{"id":"pub4","component":"ListItem","title":"Interview: A Founder's Journey","subtitle":"Fri · 5.2k reads"},
+{"id":"topArticleCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["topHeader","topTitle","topStats","topTags"]},
+{"id":"topHeader","component":"CardHeader","title":"Most-Read This Month"},
+{"id":"topTitle","component":"TextContent","text":"**\"Why We Killed Our Product Roadmap\"**","size":"large-heavy"},
+{"id":"topStats","component":"TextContent","text":"48,200 reads · 6 min avg. read time · 312 shares"},
+{"id":"topTags","component":"TagBlock","tags":["Product","Leadership","Trending"]},
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["readershipCard","categoryCard"]},
+{"id":"readershipCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["readershipHeader","readershipChart","rs1"]},
+{"id":"readershipHeader","component":"CardHeader","title":"Readership — Past 30 Days","subtitle":"Daily unique readers"},
+{"id":"readershipChart","component":"LineChart","labels":["Oct 6","Oct 10","Oct 14","Oct 18","Oct 22","Oct 26","Oct 30","Nov 3"],"series":["rs1"],"variant":"natural","xLabel":"Date","yLabel":"Readers"},
+{"id":"rs1","component":"Series","category":"Readers","values":[3200,4100,3800,5200,4900,6100,5800,7200]},
+{"id":"categoryCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["categoryHeader","categorySelect","catAll","catTech","catDesign","catProduct","catCulture"]},
+{"id":"categoryHeader","component":"CardHeader","title":"Filter by Category"},
+{"id":"categorySelect","component":"Select","name":"category","placeholder":"All categories","items":["catAll","catTech","catDesign","catProduct","catCulture"],"value":"all"},
+{"id":"catAll","component":"SelectItem","value":"all","label":"All Categories"},
+{"id":"catTech","component":"SelectItem","value":"tech","label":"Technology"},
+{"id":"catDesign","component":"SelectItem","value":"design","label":"Design"},
+{"id":"catProduct","component":"SelectItem","value":"product","label":"Product"},
+{"id":"catCulture","component":"SelectItem","value":"culture","label":"Culture"},
+{"id":"draftsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["draftsHeader","draftsTable","colTitle","colStatus","colUpdated"]},
+{"id":"draftsHeader","component":"CardHeader","title":"Drafts","subtitle":"5 works in progress"},
+{"id":"draftsTable","component":"Table","columns":["colTitle","colStatus","colUpdated"]},
+{"id":"colTitle","component":"Col","label":"Title","data":["The Ethics of AI Writing","Remote Culture Playbook","2026 Design Trends","Pricing Strategies Deep-Dive","Newsletter Growth Tactics"]},
+{"id":"colStatus","component":"Col","label":"Status","data":["In Review","Draft","Needs Edits","Draft","In Review"]},
+{"id":"colUpdated","component":"Col","label":"Last Updated","data":["2h ago","Yesterday","2 days ago","3 days ago","5h ago"]},
+{"id":"scheduleCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["scheduleHeader","scheduleForm","schedTitleCtl","schedTitle","schedDateCtl","schedDate","schedButtons","schedSubmit"]},
+{"id":"scheduleHeader","component":"CardHeader","title":"Schedule a Piece","subtitle":"Queue an article for future publication"},
+{"id":"scheduleForm","component":"Form","name":"scheduleForm","fields":["schedTitleCtl","schedDateCtl"],"buttons":"schedButtons"},
+{"id":"schedTitleCtl","component":"FormControl","label":"Title","input":"schedTitle","hint":"The headline of the piece to publish"},
+{"id":"schedTitle","component":"Input","name":"title","placeholder":"e.g. The State of Indie Publishing","type":"text"},
+{"id":"schedDateCtl","component":"FormControl","label":"Publish Date","input":"schedDate"},
+{"id":"schedDate","component":"DatePicker","name":"publishDate","mode":"single"},
+{"id":"schedButtons","component":"Buttons","buttons":["schedSubmit"],"direction":"row"},
+{"id":"schedSubmit","component":"Button","label":"Schedule Publication","variant":"primary","action":[{"event":"schedule_piece"}]},
+{"id":"commentsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["commentsHeader","commentsList"]},
+{"id":"commentsHeader","component":"CardHeader","title":"Comments Awaiting Reply","subtitle":"3 readers are waiting on you"},
+{"id":"commentsList","component":"ListBlock","variant":"number","items":["c1","c2","c3"]},
+{"id":"c1","component":"ListItem","title":"\"Great piece — how does this apply to small teams?\"","subtitle":"on Why We Killed Our Product Roadmap · 1h ago","actionLabel":"Reply"},
+{"id":"c2","component":"ListItem","title":"\"Any plans for a follow-up on async workflows?\"","subtitle":"on The Future of Remote Work · 4h ago","actionLabel":"Reply"},
+{"id":"c3","component":"ListItem","title":"\"The pricing section contradicts your earlier post?\"","subtitle":"on Pricing Strategies Deep-Dive · 8h ago","actionLabel":"Reply"}
+]}}
+</a2ui-json>
+
+This single screen covers everything:
+
+1. **Drafts with status** — a table showing each draft's title, status (Draft / In Review / Needs Edits), and last update
+2. **Published this week** — a numbered list of the 4 pieces that went live with read counts
+3. **Most-read this month** — a highlight card for "Why We Killed Our Product Roadmap" with 48.2k reads
+4. **Readership trend** — a 30-day line chart of daily unique readers
+5. **Category filter** — a dropdown to narrow content by Technology, Design, Product, or Culture
+6. **Scheduling** — a form with title input and publish date picker
+7. **Comments awaiting reply** — 3 pending reader comments with quick reply actions
+8. **New draft** — a prominent "+ Start New Draft" button at the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..5bc6c0a88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r3.txt
@@ -0,0 +1,371 @@
+Here's a single-screen editor's content studio dashboard with all eight items wired up.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F766E",
+        "agentDisplayName": "Content Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controlsCard",
+            "statsRow",
+            "chartCard",
+            "mainRow",
+            "scheduleCard"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Content Studio",
+          "subtitle": "Drafts, readership, and scheduling — the editor's desk."
+        },
+        {
+          "id": "controlsCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["categoryControl", "newDraftBtn"]
+        },
+        {
+          "id": "categoryControl",
+          "component": "FormControl",
+          "label": "Narrow by category",
+          "input": "categorySelect",
+          "hint": "Filters drafts, stats, and readership."
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All categories",
+          "size": "medium",
+          "items": ["catAll", "catNews", "catFeatures", "catOpinion", "catReviews"]
+        },
+        {
+          "id": "catAll",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All categories"
+        },
+        {
+          "id": "catNews",
+          "component": "SelectItem",
+          "value": "news",
+          "label": "News"
+        },
+        {
+          "id": "catFeatures",
+          "component": "SelectItem",
+          "value": "features",
+          "label": "Features"
+        },
+        {
+          "id": "catOpinion",
+          "component": "SelectItem",
+          "value": "opinion",
+          "label": "Opinion"
+        },
+        {
+          "id": "catReviews",
+          "component": "SelectItem",
+          "value": "reviews",
+          "label": "Reviews"
+        },
+        {
+          "id": "newDraftBtn",
+          "component": "Button",
+          "label": "＋ Start new draft",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["new_draft"]
+        },
+        {
+          "id": "statsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["publishedCard", "mostReadCard"]
+        },
+        {
+          "id": "publishedCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["publishedHeader", "publishedCount", "publishedNote"]
+        },
+        {
+          "id": "publishedHeader",
+          "component": "CardHeader",
+          "title": "Published this week"
+        },
+        {
+          "id": "publishedCount",
+          "component": "TextContent",
+          "text": "12 pieces live",
+          "size": "large-heavy"
+        },
+        {
+          "id": "publishedNote",
+          "component": "TextContent",
+          "text": "Up from 9 last week — 3 News, 4 Features, 2 Opinion, 3 Reviews.",
+          "size": "small"
+        },
+        {
+          "id": "mostReadCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["mostReadHeader", "mostReadTitle", "mostReadMeta"]
+        },
+        {
+          "id": "mostReadHeader",
+          "component": "CardHeader",
+          "title": "Most-read this month"
+        },
+        {
+          "id": "mostReadTitle",
+          "component": "TextContent",
+          "text": "“The Quiet Rebuild of Downtown” — 84.2K reads · 6:40 avg. read time",
+          "size": "default"
+        },
+        {
+          "id": "mostReadMeta",
+          "component": "Tag",
+          "text": "Features",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "chartCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["chartHeader", "readershipChart"]
+        },
+        {
+          "id": "chartHeader",
+          "component": "CardHeader",
+          "title": "Readership — past 30 days",
+          "subtitle": "Daily page views across the site"
+        },
+        {
+          "id": "readershipChart",
+          "component": "LineChart",
+          "labels": ["Oct 6", "Oct 7", "Oct 8", "Oct 9", "Oct 10", "Oct 11", "Oct 12", "Oct 13", "Oct 14", "Oct 15", "Oct 16", "Oct 17", "Oct 18", "Oct 19", "Oct 20", "Oct 21", "Oct 22", "Oct 23", "Oct 24", "Oct 25", "Oct 26", "Oct 27", "Oct 28", "Oct 29", "Oct 30", "Oct 31", "Nov 1", "Nov 2", "Nov 3", "Nov 4"],
+          "series": ["readersSeries"],
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Views"
+        },
+        {
+          "id": "readersSeries",
+          "component": "Series",
+          "category": "Views",
+          "values": [9200, 10400, 11500, 10800, 12100, 13200, 9800, 10100, 11700, 12600, 13900, 15100, 12400, 11800, 12900, 14100, 15600, 16200, 13400, 12800, 13700, 14900, 16300, 17100, 14500, 13900, 15200, 16600, 17800, 16900]
+        },
+        {
+          "id": "mainRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["draftsCard", "commentsCard"]
+        },
+        {
+          "id": "draftsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 3,
+          "children": ["draftsHeader", "draftsTable"]
+        },
+        {
+          "id": "draftsHeader",
+          "component": "CardHeader",
+          "title": "Drafts",
+          "subtitle": "Current status per piece"
+        },
+        {
+          "id": "draftsTable",
+          "component": "Table",
+          "columns": ["colDraft", "colStatus", "colUpdated"]
+        },
+        {
+          "id": "colDraft",
+          "component": "Col",
+          "label": "Draft",
+          "type": "string",
+          "data": [
+            "Harbor ferry pilot, explained",
+            "Opinion: the zoning vote ahead",
+            "Five chefs redefining late night",
+            "School board recall — what we know",
+            "Photo essay: Diwali in the city"
+          ]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In review", "Needs edits", "Ready", "Draft", "In review"]
+        },
+        {
+          "id": "colUpdated",
+          "component": "Col",
+          "label": "Last updated",
+          "type": "string",
+          "data": ["Today, 9:41 AM", "Yesterday", "Yesterday", "Nov 2", "Oct 31"]
+        },
+        {
+          "id": "commentsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["commentsHeader", "commentsList"]
+        },
+        {
+          "id": "commentsHeader",
+          "component": "CardHeader",
+          "title": "Comments awaiting reply",
+          "subtitle": "4 unanswered"
+        },
+        {
+          "id": "commentsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment1", "comment2", "comment3", "comment4"]
+        },
+        {
+          "id": "comment1",
+          "component": "ListItem",
+          "title": "Marta K. — “Loved the ferry piece; when is part two?”",
+          "subtitle": "On “Harbor ferry pilot, explained” · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment2",
+          "component": "ListItem",
+          "title": "DeShawn R. — “The rent chart is misleading without 2019 baselines.”",
+          "subtitle": "On “Opinion: the zoning vote ahead” · 5h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment3",
+          "component": "ListItem",
+          "title": "Priya S. — “Can you link the source data?”",
+          "subtitle": "On “The Quiet Rebuild of Downtown” · 8h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment4",
+          "component": "ListItem",
+          "title": "Tom W. — “Typo in para 3: ‘principle’ should be ‘principal’.”",
+          "subtitle": "On “School board recall — what we know” · 1d ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "scheduleCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["scheduleHeader", "scheduleForm"]
+        },
+        {
+          "id": "scheduleHeader",
+          "component": "CardHeader",
+          "title": "Schedule a piece",
+          "subtitle": "Set the headline and a publish date"
+        },
+        {
+          "id": "scheduleForm",
+          "component": "Form",
+          "name": "schedulePiece",
+          "fields": ["titleControl", "dateControl"],
+          "buttons": "scheduleButtons"
+        },
+        {
+          "id": "titleControl",
+          "component": "FormControl",
+          "label": "Title",
+          "input": "titleInput",
+          "hint": "Working headline for the piece."
+        },
+        {
+          "id": "titleInput",
+          "component": "Input",
+          "name": "title",
+          "placeholder": "e.g. City Hall's next budget fight",
+          "type": "text"
+        },
+        {
+          "id": "dateControl",
+          "component": "FormControl",
+          "label": "Publish date",
+          "input": "publishDate"
+        },
+        {
+          "id": "publishDate",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "scheduleButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["scheduleBtn"]
+        },
+        {
+          "id": "scheduleBtn",
+          "component": "Button",
+          "label": "Schedule piece",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["schedule_piece"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+How the eight items map to the screen:
+
+1. **Drafts with status** — the *Drafts* table lists each piece with a Status column (In review, Needs edits, Ready, Draft) and last-updated time.
+2. **Published this week** — a stat card showing "12 pieces live" with a weekly comparison.
+3. **Most-read this month** — a stat card highlighting "The Quiet Rebuild of Downtown" with reads, read time, and a category tag.
+4. **Readership, past 30 days** — a natural line chart of daily page views.
+5. **Narrow by category** — a category Select (All, News, Features, Opinion, Reviews) in the top controls.
+6. **Schedule a piece** — a form with a title input and a single-date DatePicker plus a Schedule button.
+7. **Comments awaiting reply** — a numbered list with commenter, excerpt, source article, age, and a Reply action.
+8. **Start a new draft** — the primary "＋ Start new draft" button in the top-right.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..7d400d304
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-content__r4.txt
@@ -0,0 +1,96 @@
+Here's a complete editor's content studio covering all 8 items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "content-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Content Studio" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "content-studio",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "statsRow", "categoryFilter", "readershipCard", "draftsCard", "publishedCard", "commentsCard", "scheduleCard", "newDraftCard"] },
+      { "id": "header", "component": "CardHeader", "title": "Content Studio", "subtitle": "Drafts, publishing, and readership at a glance" },
+
+      { "id": "statsRow", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "children": ["topArticle", "weekCount"] },
+      { "id": "topArticle", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 2, "children": ["topArticleLabel", "topArticleTitle", "topArticleMeta"] },
+      { "id": "topArticleLabel", "component": "Tag", "text": "Most Read — This Month", "variant": "success" },
+      { "id": "topArticleTitle", "component": "TextContent", "text": "**\"The Quiet Rise of Local Newsletters\"** — 48,230 reads", "size": "large" },
+      { "id": "topArticleMeta", "component": "TextContent", "text": "By Maya Chen · Published Oct 3 · Category: Media", "size": "small" },
+      { "id": "weekCount", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 1, "children": ["weekCountLabel", "weekCountValue"] },
+      { "id": "weekCountLabel", "component": "Tag", "text": "Published This Week", "variant": "info" },
+      { "id": "weekCountValue", "component": "TextContent", "text": "**6 pieces** shipped since Monday", "size": "large" },
+
+      { "id": "categoryFilter", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "align": "center", "children": ["categoryLabel", "categorySelect"] },
+      { "id": "categoryLabel", "component": "Label", "text": "Narrow by category:" },
+      { "id": "categorySelect", "component": "Select", "name": "category", "placeholder": "All categories", "items": ["catAll", "catMedia", "catTech", "catCulture", "catPolitics"] },
+      { "id": "catAll", "component": "SelectItem", "value": "all", "label": "All categories" },
+      { "id": "catMedia", "component": "SelectItem", "value": "media", "label": "Media" },
+      { "id": "catTech", "component": "SelectItem", "value": "tech", "label": "Tech" },
+      { "id": "catCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+      { "id": "catPolitics", "component": "SelectItem", "value": "politics", "label": "Politics" },
+
+      { "id": "readershipCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["readershipHeader", "readershipChart"] },
+      { "id": "readershipHeader", "component": "CardHeader", "title": "Readership — Past 30 Days" },
+      { "id": "readershipChart", "component": "LineChart", "labels": ["Oct 1", "Oct 5", "Oct 9", "Oct 13", "Oct 17", "Oct 21", "Oct 25", "Oct 29"], "series": ["readershipSeries"], "xLabel": "Date", "yLabel": "Daily readers" },
+      { "id": "readershipSeries", "component": "Series", "category": "Readers", "values": [12400, 15200, 13800, 18900, 22100, 20400, 26700, 24100] },
+
+      { "id": "draftsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["draftsHeader", "draftsTable"] },
+      { "id": "draftsHeader", "component": "CardHeader", "title": "Drafts", "subtitle": "Current status of every piece in progress" },
+      { "id": "draftsTable", "component": "Table", "columns": ["draftTitleCol", "draftAuthorCol", "draftStatusCol"] },
+      { "id": "draftTitleCol", "component": "Col", "label": "Title", "data": ["AI in the Newsroom", "City Budget Explainer", "Interview: Chef Ana Ruiz", "The Housing Map, Updated"] },
+      { "id": "draftAuthorCol", "component": "Col", "label": "Author", "data": ["J. Okafor", "L. Brooks", "M. Chen", "S. Patel"] },
+      { "id": "draftStatusCol", "component": "Col", "label": "Status", "data": ["In review", "Editing", "First draft", "Ready to publish"] },
+
+      { "id": "publishedCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["publishedHeader", "publishedTable"] },
+      { "id": "publishedHeader", "component": "CardHeader", "title": "Published This Week" },
+      { "id": "publishedTable", "component": "Table", "columns": ["pubTitleCol", "pubDateCol", "pubReadsCol"] },
+      { "id": "pubTitleCol", "component": "Col", "label": "Title", "data": ["Streetlights Go Solar", "Books of the Fall", "Transit Vote Breakdown", "Weekend Streaming Guide", "Farmers' Market Returns", "Opinion: Slow Journalism"] },
+      { "id": "pubDateCol", "component": "Col", "label": "Published", "data": ["Mon", "Mon", "Wed", "Thu", "Fri", "Sun"] },
+      { "id": "pubReadsCol", "component": "Col", "label": "Reads", "type": "number", "data": [9200, 6100, 14300, 7800, 5400, 11200] },
+
+      { "id": "commentsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["commentsHeader", "commentsList"] },
+      { "id": "commentsHeader", "component": "CardHeader", "title": "Comments Awaiting Reply", "subtitle": "3 need a response" },
+      { "id": "commentsList", "component": "ListBlock", "items": ["comment1", "comment2", "comment3"] },
+      { "id": "comment1", "component": "ListItem", "title": "\"Great piece, but what about rural areas?\" — Dana K.", "subtitle": "On: Streetlights Go Solar · 2h ago", "actionLabel": "Reply" },
+      { "id": "comment2", "component": "ListItem", "title": "\"The data in chart 2 seems off.\" — Priya M.", "subtitle": "On: Transit Vote Breakdown · 5h ago", "actionLabel": "Reply" },
+      { "id": "comment3", "component": "ListItem", "title": "\"More of this, please!\" — Tom W.", "subtitle": "On: Opinion: Slow Journalism · 1d ago", "actionLabel": "Reply" },
+
+      { "id": "scheduleCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["scheduleHeader", "scheduleForm"] },
+      { "id": "scheduleHeader", "component": "CardHeader", "title": "Schedule a Piece" },
+      { "id": "scheduleForm", "component": "Form", "name": "schedule", "fields": ["schedTitleControl", "schedDateControl"], "buttons": "scheduleButtons" },
+      { "id": "schedTitleControl", "component": "FormControl", "label": "Title", "input": "schedTitleInput", "hint": "The headline of the piece to publish" },
+      { "id": "schedTitleInput", "component": "Input", "name": "title", "placeholder": "e.g. Winter Arts Preview" },
+      { "id": "schedDateControl", "component": "FormControl", "label": "Publish date", "input": "schedDateInput" },
+      { "id": "schedDateInput", "component": "DatePicker", "name": "publishDate", "mode": "single" },
+      { "id": "scheduleButtons", "component": "Buttons", "buttons": ["scheduleSubmit"] },
+      { "id": "scheduleSubmit", "component": "Button", "label": "Schedule", "variant": "primary" },
+
+      { "id": "newDraftCard", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["newDraftText", "newDraftButton"] },
+      { "id": "newDraftText", "component": "TextContent", "text": "**Ready to write?** Start a fresh draft and it'll appear in the drafts list." },
+      { "id": "newDraftButton", "component": "Button", "label": "+ New Draft", "variant": "primary", "size": "large" }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers everything:
+
+1. **Drafts with status** — table showing title, author, and status (In review, Editing, First draft, Ready to publish)
+2. **Published this week** — highlighted count (6 pieces) plus a full table with dates and read counts
+3. **Most-read article this month** — spotlight card for "The Quiet Rise of Local Newsletters" with 48K reads
+4. **Readership, past 30 days** — line chart of daily readers
+5. **Narrow by category** — dropdown filter (Media, Tech, Culture, Politics)
+6. **Schedule a piece** — form with title input and publish date picker
+7. **Comments awaiting reply** — list of 3 unanswered comments with Reply actions
+8. **New draft** — prominent "+ New Draft" button at the bottom
+
+Want me to adjust the layout (e.g., two-column split), change the sample data, or wire the category filter to actually filter the drafts table?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..ea6cfb5d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r1.txt
@@ -0,0 +1,73 @@
+Here's a complete account page for a sales rep, covering all nine items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"CRM"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"account-page","components":[
+{"id":"root","component":"Card","children":["hdr","tagsRow","sep1","kpis","renewWarn","sep2","tabsMain","sep3","noteForm","callForm"],"gap":"m"},
+
+{"id":"hdr","component":"CardHeader","title":"Acme Corporation","subtitle":"Owner: Sarah Chen · sarah.chen@company.com"},
+
+{"id":"tagsRow","component":"TagBlock","tags":["Enterprise","Tech","Tier 1"]},
+
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+
+{"id":"kpis","component":"Card","direction":"row","gap":"m","children":["kpiValue","kpiStage","kpiRenewal"],"variant":"sunk"},
+{"id":"kpiValue","component":"Card","children":["kpiValueTxt"],"variant":"clear","weight":1},
+{"id":"kpiValueTxt","component":"TextContent","text":"**Total Deal Value**\n\n$245,000 ARR","size":"large-heavy"},
+{"id":"kpiStage","component":"Card","children":["kpiStageTxt","kpiStageTag"],"variant":"clear","weight":1},
+{"id":"kpiStageTxt","component":"TextContent","text":"**Deal Stage**","size":"default"},
+{"id":"kpiStageTag","component":"Tag","text":"Negotiation","variant":"info","size":"lg"},
+{"id":"kpiRenewal","component":"Card","children":["kpiRenewalTxt"],"variant":"clear","weight":1},
+{"id":"kpiRenewalTxt","component":"TextContent","text":"**Renewal Date**\n\n2025-07-14","size":"large-heavy"},
+
+{"id":"renewWarn","component":"Alert","title":"Renewal approaching","description":"This account renews in 21 days (2025-07-14). Schedule a renewal review call with the decision maker this week.","variant":"warning"},
+
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+
+{"id":"tabsMain","component":"Tabs","items":["tabActivity","tabContacts","tabFollowups"]},
+
+{"id":"tabActivity","component":"TabItem","value":"activity","trigger":"Recent Activity","content":["activityList"]},
+{"id":"activityList","component":"ListBlock","items":["act1","act2","act3","act4"],"variant":"number"},
+{"id":"act1","component":"ListItem","title":"Pricing proposal sent","subtitle":"2025-06-20 · Sarah Chen emailed revised quote ($245K)"},
+{"id":"act2","component":"ListItem","title":"Negotiation call held","subtitle":"2025-06-18 · 45 min with CFO, discussed payment terms"},
+{"id":"act3","component":"ListItem","title":"Demo completed","subtitle":"2025-06-12 · Technical demo with IT team, positive feedback"},
+{"id":"act4","component":"ListItem","title":"Discovery call","subtitle":"2025-06-03 · Identified pain points and budget cycle"},
+
+{"id":"tabContacts","component":"TabItem","value":"contacts","trigger":"Contacts","content":["contactsTable"]},
+{"id":"contactsTable","component":"Table","columns":["colName","colRole","colEmail"]},
+{"id":"colName","component":"Col","label":"Name","data":["Jane Doe","Mike Smith","Lisa Wong"],"type":"string"},
+{"id":"colRole","component":"Col","label":"Role","data":["Decision Maker (CFO)","Champion (VP Ops)","Technical Evaluator (IT Lead)"],"type":"string"},
+{"id":"colEmail","component":"Col","label":"Email","data":["jane.doe@acme.com","mike.smith@acme.com","lisa.wong@acme.com"],"type":"string"},
+
+{"id":"tabFollowups","component":"TabItem","value":"followups","trigger":"Follow-Ups","content":["followupTable"]},
+{"id":"followupTable","component":"Table","columns":["colTask","colDue","colStatus"]},
+{"id":"colTask","component":"Col","label":"Follow-Up","data":["Send final contract redlines","Schedule renewal review call","Confirm security questionnaire answers"],"type":"string"},
+{"id":"colDue","component":"Col","label":"Due Date","data":["2025-06-25","2025-06-27","2025-06-30"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Open","Open","Open"],"type":"string"},
+
+{"id":"sep3","component":"Separator","orientation":"horizontal"},
+
+{"id":"noteForm","component":"Form","name":"addNote","fields":["noteField"],"buttons":"noteButtons"},
+{"id":"noteField","component":"FormControl","label":"Jot a note","input":"noteInput","hint":"Notes are timestamped and added to the activity feed."},
+{"id":"noteInput","component":"TextArea","name":"note","placeholder":"Type a quick note about this account...","rows":3},
+{"id":"noteButtons","component":"Buttons","buttons":["noteSubmit"]},
+{"id":"noteSubmit","component":"Button","label":"Save Note","variant":"primary","action":[{"event":"submit_form","form":"addNote"}]},
+
+{"id":"callForm","component":"Form","name":"logCall","fields":["callOutcome","callNotes"],"buttons":"callButtons"},
+{"id":"callOutcome","component":"FormControl","label":"Log a call — outcome","input":"callSelect"},
+{"id":"callSelect","component":"Select","name":"outcome","placeholder":"Select outcome","items":["opt1","opt2","opt3","opt4"]},
+{"id":"opt1","component":"SelectItem","value":"connected","label":"Connected — good conversation"},
+{"id":"opt2","component":"SelectItem","value":"voicemail","label":"Left voicemail"},
+{"id":"opt3","component":"SelectItem","value":"no_answer","label":"No answer"},
+{"id":"opt4","component":"SelectItem","value":"followup","label":"Connected — follow-up needed"},
+{"id":"callNotes","component":"FormControl","label":"Call notes","input":"callNotesInput"},
+{"id":"callNotesInput","component":"TextArea","name":"call_notes","placeholder":"What was discussed on the call?","rows":2},
+{"id":"callButtons","component":"Buttons","buttons":["callSubmit"]},
+{"id":"callSubmit","component":"Button","label":"Log Call","variant":"secondary","action":[{"event":"submit_form","form":"logCall"}]}
+]}}
+</a2ui-json>
+
+All nine items are covered: account name/owner in the header, deal value and stage as KPI cards, ordered recent activity, contacts with roles, open follow-ups with due dates, a note form, the renewal date with a warning alert (21 days out), and a call-logging form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..7a219c3bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r2.txt
@@ -0,0 +1,62 @@
+Here's a complete sales account page covering all nine items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"CRM Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"account-page","components":[
+{"id":"root","component":"Card","children":["header","valueTag","stage","renewalCallout","activitySection","contactsSection","followupsSection","noteForm","callForm"],"gap":"m","direction":"column"},
+{"id":"header","component":"CardHeader","title":"Acme Corporation","subtitle":"Account Owner: Sarah Chen · Enterprise Sales"},
+{"id":"valueTag","component":"Tag","text":"Total Deal Value: $240,000","variant":"success","size":"lg"},
+{"id":"stage","component":"TextContent","text":"**Current Deal Stage:** Negotiation (Stage 4 of 5)","size":"large"},
+{"id":"renewalCallout","component":"Callout","variant":"warning","title":"Renewal Approaching","description":"Contract renews on 2025-07-15 — only 21 days away. Reach out to confirm renewal terms."},
+{"id":"activitySection","component":"Card","children":["activityTitle","activityList"],"gap":"s","variant":"sunk"},
+{"id":"activityTitle","component":"TextContent","text":"**Recent Activity**","size":"small-heavy"},
+{"id":"activityList","component":"ListBlock","variant":"number","items":["act1","act2","act3","act4"]},
+{"id":"act1","component":"ListItem","title":"Pricing proposal sent","subtitle":"Jun 22, 2025 · Sarah Chen"},
+{"id":"act2","component":"ListItem","title":"Demo call completed","subtitle":"Jun 18, 2025 · with J. Morales"},
+{"id":"act3","component":"ListItem","title":"Contract redlines received","subtitle":"Jun 12, 2025 · Legal review"},
+{"id":"act4","component":"ListItem","title":"Discovery meeting","subtitle":"Jun 3, 2025 · Initial scoping"},
+{"id":"contactsSection","component":"Card","children":["contactsTitle","contactsTable"],"gap":"s","variant":"sunk"},
+{"id":"contactsTitle","component":"TextContent","text":"**Contacts**","size":"small-heavy"},
+{"id":"contactsTable","component":"Table","columns":["colName","colRole","colEmail"]},
+{"id":"colName","component":"Col","label":"Name","data":["Jorge Morales","Priya Patel","Tom Becker"],"type":"string"},
+{"id":"colRole","component":"Col","label":"Role","data":["Decision Maker","Technical Evaluator","Finance Approver"],"type":"string"},
+{"id":"colEmail","component":"Col","label":"Email","data":["jorge@acme.com","priya@acme.com","tom@acme.com"],"type":"string"},
+{"id":"followupsSection","component":"Card","children":["followupsTitle","followupsList"],"gap":"s","variant":"sunk"},
+{"id":"followupsTitle","component":"TextContent","text":"**Open Follow-ups**","size":"small-heavy"},
+{"id":"followupsList","component":"ListBlock","variant":"number","items":["fu1","fu2","fu3"]},
+{"id":"fu1","component":"ListItem","title":"Send revised pricing","subtitle":"Due Jun 26, 2025"},
+{"id":"fu2","component":"ListItem","title":"Schedule security review","subtitle":"Due Jun 30, 2025"},
+{"id":"fu3","component":"ListItem","title":"Confirm renewal terms","subtitle":"Due Jul 8, 2025"},
+{"id":"noteForm","component":"Form","name":"noteForm","buttons":"noteButtons","fields":["noteField"]},
+{"id":"noteField","component":"FormControl","label":"Jot a Note","input":"noteInput","hint":"Notes are saved to the account timeline"},
+{"id":"noteInput","component":"TextArea","name":"note","placeholder":"Type a quick note...","rows":3},
+{"id":"noteButtons","component":"Buttons","buttons":["noteSubmit"]},
+{"id":"noteSubmit","component":"Button","label":"Save Note","variant":"primary"},
+{"id":"callForm","component":"Form","name":"callForm","buttons":"callButtons","fields":["callSummaryField","callOutcomeField","callDateField"]},
+{"id":"callSummaryField","component":"FormControl","label":"Log a Call — Summary","input":"callSummary"},
+{"id":"callSummary","component":"Input","name":"callSummary","placeholder":"What was discussed?","type":"text"},
+{"id":"callOutcomeField","component":"FormControl","label":"Outcome","input":"callOutcome"},
+{"id":"callOutcome","component":"Select","name":"callOutcome","items":["out1","out2","out3"],"placeholder":"Select outcome"},
+{"id":"out1","component":"SelectItem","value":"connected","label":"Connected"},
+{"id":"out2","component":"SelectItem","value":"voicemail","label":"Left Voicemail"},
+{"id":"out3","component":"SelectItem","value":"no-answer","label":"No Answer"},
+{"id":"callDateField","component":"FormControl","label":"Call Date","input":"callDate"},
+{"id":"callDate","component":"DatePicker","name":"callDate","mode":"single"},
+{"id":"callButtons","component":"Buttons","buttons":["callSubmit"]},
+{"id":"callSubmit","component":"Button","label":"Log Call","variant":"secondary"}
+]}}
+</a2ui-json>
+
+This page covers all nine requirements:
+1. **Account name & owner** — "Acme Corporation" with owner Sarah Chen in the header
+2. **Total deal value** — $240,000 shown as a prominent tag
+3. **Deal stage** — Negotiation (Stage 4 of 5)
+4. **Recent activity** — Chronological numbered list of the last 4 activities
+5. **Contacts with roles** — Table showing name, role, and email
+6. **Open follow-ups** — Three items with due dates
+7. **Note jotting** — TextArea form with a Save Note button
+8. **Renewal warning** — Yellow callout flagging the renewal 21 days out
+9. **Call logging** — Form with summary, outcome dropdown, date picker, and Log Call button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..90c392be4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r3.txt
@@ -0,0 +1,78 @@
+Here's a complete sales rep account screen covering all 9 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"CRM Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"account-page","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","summary","renewalCallout","activitySection","contactsSection","followupsSection","noteSection","callSection"]},
+
+{"id":"header","component":"CardHeader","title":"Acme Corporation","subtitle":"Owner: Sarah Kim — Enterprise Account Executive"},
+
+{"id":"summary","component":"Card","variant":"sunk","direction":"row","gap":"l","children":["dealValue","dealStage"]},
+{"id":"dealValue","component":"TextContent","text":"**Total Deal Value**\n\n$245,000 ARR","size":"large-heavy"},
+{"id":"dealStage","component":"TextContent","text":"**Current Stage**\n\nNegotiation (Stage 4 of 6)","size":"large-heavy"},
+
+{"id":"renewalCallout","component":"Callout","variant":"warning","title":"Renewal approaching","description":"Contract renews on 2025-01-15 — only 18 days away. Reach out to confirm renewal terms."},
+
+{"id":"activitySection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["activityHeading","activityList"]},
+{"id":"activityHeading","component":"Heading","text":"Recent Activity","level":"h3"},
+{"id":"activityList","component":"ListBlock","variant":"number","items":["act1","act2","act3","act4"]},
+{"id":"act1","component":"ListItem","title":"Pricing call with VP of Ops","subtitle":"Today, 10:30 AM — discussed volume discount"},
+{"id":"act2","component":"ListItem","title":"Sent updated proposal v3","subtitle":"Yesterday — included 2-year term option"},
+{"id":"act3","component":"ListItem","title":"Demo for technical team","subtitle":"Dec 10 — security review passed"},
+{"id":"act4","component":"ListItem","title":"Intro email from champion","subtitle":"Dec 8 — connected with procurement"},
+
+{"id":"contactsSection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["contactsHeading","contactsTable"]},
+{"id":"contactsHeading","component":"Heading","text":"Contacts","level":"h3"},
+{"id":"contactsTable","component":"Table","columns":["colName","colRole","colEmail"]},
+{"id":"colName","component":"Col","label":"Name","data":["Jordan Lee","Priya Patel","Marcus Chen"]},
+{"id":"colRole","component":"Col","label":"Role","data":["VP of Operations (Decision Maker)","IT Director (Technical Buyer)","Procurement Lead (Champion)"]},
+{"id":"colEmail","component":"Col","label":"Email","data":["jlee@acme.com","ppatel@acme.com","mchen@acme.com"]},
+
+{"id":"followupsSection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["followupsHeading","followupsTable"]},
+{"id":"followupsHeading","component":"Heading","text":"Open Follow-ups","level":"h3"},
+{"id":"followupsTable","component":"Table","columns":["fuTask","fuDue","fuOwner"]},
+{"id":"fuTask","component":"Col","label":"Task","data":["Send revised contract redlines","Schedule exec sponsor call","Confirm security questionnaire answers"]},
+{"id":"fuDue","component":"Col","label":"Due","data":["Dec 30, 2024","Jan 3, 2025","Jan 6, 2025"]},
+{"id":"fuOwner","component":"Col","label":"Owner","data":["Sarah Kim","Sarah Kim","Legal"]},
+
+{"id":"noteSection","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["noteHeading","noteForm"]},
+{"id":"noteHeading","component":"Heading","text":"Jot a Note","level":"h3"},
+{"id":"noteForm","component":"Form","name":"noteForm","buttons":"noteButtons","fields":["noteControl"]},
+{"id":"noteControl","component":"FormControl","label":"Note","input":"noteInput"},
+{"id":"noteInput","component":"TextArea","name":"note","placeholder":"Type a quick note about this account...","rows":3},
+{"id":"noteButtons","component":"Buttons","buttons":["noteSubmit"]},
+{"id":"noteSubmit","component":"Button","label":"Save Note","variant":"primary"},
+
+{"id":"callSection","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["callHeading","callForm"]},
+{"id":"callHeading","component":"Heading","text":"Log a Call","level":"h3"},
+{"id":"callForm","component":"Form","name":"callForm","buttons":"callButtons","fields":["callContactControl","callOutcomeControl","callSummaryControl"]},
+{"id":"callContactControl","component":"FormControl","label":"Contact","input":"callContactSelect"},
+{"id":"callContactSelect","component":"Select","name":"contact","placeholder":"Select contact","items":["ci1","ci2","ci3"]},
+{"id":"ci1","component":"SelectItem","value":"jlee","label":"Jordan Lee"},
+{"id":"ci2","component":"SelectItem","value":"ppatel","label":"Priya Patel"},
+{"id":"ci3","component":"SelectItem","value":"mchen","label":"Marcus Chen"},
+{"id":"callOutcomeControl","component":"FormControl","label":"Outcome","input":"callOutcomeSelect"},
+{"id":"callOutcomeSelect","component":"Select","name":"outcome","placeholder":"Select outcome","items":["co1","co2","co3"]},
+{"id":"co1","component":"SelectItem","value":"connected","label":"Connected"},
+{"id":"co2","component":"SelectItem","value":"voicemail","label":"Left voicemail"},
+{"id":"co3","component":"SelectItem","value":"no-answer","label":"No answer"},
+{"id":"callSummaryControl","component":"FormControl","label":"Call summary","input":"callSummaryInput"},
+{"id":"callSummaryInput","component":"TextArea","name":"summary","placeholder":"What was discussed?","rows":2},
+{"id":"callButtons","component":"Buttons","buttons":["callSubmit"]},
+{"id":"callSubmit","component":"Button","label":"Log Call","variant":"primary"}
+]}}
+</a2ui-json>
+
+All nine requirements are covered:
+1. **Account name & owner** — header card (Acme Corporation / Sarah Kim)
+2. **Total deal value** — $245,000 ARR
+3. **Deal stage** — Negotiation (Stage 4 of 6)
+4. **Recent activity** — numbered list, most recent first
+5. **Contacts with roles** — table including buyer roles
+6. **Open follow-ups** — table with due dates
+7. **Note jotting** — textarea form with Save button
+8. **Renewal date + warning** — warning callout highlighting the near renewal (18 days)
+9. **Call logging** — form with contact, outcome, and summary fields
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..29767c181
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-crm__r4.txt
@@ -0,0 +1,60 @@
+Here's a complete sales rep account screen covering all 9 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"account-page","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"CRM Assistant"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"account-page","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","ownerRow","warning","statsCard","stageCard","activityCard","contactsCard","followupsCard","noteForm","callForm"]},
+{"id":"header","component":"CardHeader","title":"Acme Corporation","subtitle":"Account ID: ACC-1042 · Enterprise · Technology"},
+{"id":"ownerRow","component":"TagBlock","tags":["Owner: Sarah Chen","Region: West","Customer since 2021"]},
+{"id":"warning","component":"Callout","variant":"warning","title":"Renewal approaching","description":"Contract renews on Jan 15, 2026 — only 24 days away. Schedule a renewal discussion soon."},
+{"id":"statsCard","component":"Card","variant":"sunk","direction":"row","gap":"l","children":["dealValue","renewalDate"]},
+{"id":"dealValue","component":"TextContent","text":"**Total Deal Value**\n\n$486,000 ARR","size":"large-heavy"},
+{"id":"renewalDate","component":"TextContent","text":"**Renewal Date**\n\nJan 15, 2026 ⚠️ (24 days)","size":"large-heavy"},
+{"id":"stageCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["stageHeader","stageBadge","stageProgress"]},
+{"id":"stageHeader","component":"CardHeader","title":"Current Deal Stage"},
+{"id":"stageBadge","component":"Badge","text":"Stage 4 of 5 — Negotiation","variant":"default"},
+{"id":"stageProgress","component":"Progress","value":80,"label":"Negotiation — 80% to close"},
+{"id":"activityCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["activityHeader","activityList"]},
+{"id":"activityHeader","component":"CardHeader","title":"Recent Activity"},
+{"id":"activityList","component":"ListBlock","variant":"number","items":["act1","act2","act3","act4"]},
+{"id":"act1","component":"ListItem","title":"Pricing call with CTO","subtitle":"Dec 18, 2025 — Discussed volume discount tiers"},
+{"id":"act2","component":"ListItem","title":"Sent revised proposal v3","subtitle":"Dec 15, 2025 — Emailed to procurement"},
+{"id":"act3","component":"ListItem","title":"On-site product demo","subtitle":"Dec 10, 2025 — Demo for engineering team, 12 attendees"},
+{"id":"act4","component":"ListItem","title":"Discovery follow-up email","subtitle":"Dec 5, 2025 — Confirmed security requirements"},
+{"id":"contactsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["contactsHeader","contactsTable"]},
+{"id":"contactsHeader","component":"CardHeader","title":"Contacts"},
+{"id":"contactsTable","component":"Table","columns":["colName","colRole","colEmail"]},
+{"id":"colName","component":"Col","label":"Name","data":["Priya Nair","Marcus Webb","Dana Liu"],"type":"string"},
+{"id":"colRole","component":"Col","label":"Role","data":["CTO — Decision Maker","Procurement Lead","VP Engineering — Champion"],"type":"string"},
+{"id":"colEmail","component":"Col","label":"Email","data":["priya@acme.com","marcus@acme.com","dana@acme.com"],"type":"string"},
+{"id":"followupsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["followupsHeader","followupsTable"]},
+{"id":"followupsHeader","component":"CardHeader","title":"Open Follow-ups"},
+{"id":"followupsTable","component":"Table","columns":["fuTask","fuDue","fuOwner"]},
+{"id":"fuTask","component":"Col","label":"Task","data":["Send final security questionnaire","Confirm legal review timeline","Schedule renewal kickoff call"],"type":"string"},
+{"id":"fuDue","component":"Col","label":"Due Date","data":["Dec 22, 2025","Dec 27, 2025","Jan 3, 2026"],"type":"string"},
+{"id":"fuOwner","component":"Col","label":"Assigned To","data":["Sarah Chen","Sarah Chen","Sarah Chen"],"type":"string"},
+{"id":"noteForm","component":"Form","name":"addNote","fields":["noteField"],"buttons":"noteButtons"},
+{"id":"noteField","component":"FormControl","label":"Jot a Note","input":"noteInput","hint":"Quick notes are saved to the activity timeline."},
+{"id":"noteInput","component":"TextArea","name":"note","placeholder":"Type a quick note about this account…","rows":3},
+{"id":"noteButtons","component":"Buttons","buttons":["noteSubmit"]},
+{"id":"noteSubmit","component":"Button","label":"Save Note","variant":"primary","size":"medium"},
+{"id":"callForm","component":"Form","name":"logCall","fields":["callSummaryField","callOutcomeField","callDateField"],"buttons":"callButtons"},
+{"id":"callSummaryField","component":"FormControl","label":"Log a Call — Summary","input":"callSummary"},
+{"id":"callSummary","component":"TextArea","name":"callSummary","placeholder":"What was discussed on the call?","rows":2,"rules":["required"]},
+{"id":"callOutcomeField","component":"FormControl","label":"Outcome","input":"callOutcome"},
+{"id":"callOutcome","component":"Select","name":"outcome","placeholder":"Select outcome…","items":["out1","out2","out3","out4"],"rules":["required"]},
+{"id":"out1","component":"SelectItem","value":"connected","label":"Connected — positive"},
+{"id":"out2","component":"SelectItem","value":"connected-neutral","label":"Connected — neutral"},
+{"id":"out3","component":"SelectItem","value":"voicemail","label":"Left voicemail"},
+{"id":"out4","component":"SelectItem","value":"no-answer","label":"No answer"},
+{"id":"callDateField","component":"FormControl","label":"Call Date","input":"callDate"},
+{"id":"callDate","component":"DatePicker","name":"callDate","mode":"single"},
+{"id":"callButtons","component":"Buttons","buttons":["callSubmit"]},
+{"id":"callSubmit","component":"Button","label":"Log Call","variant":"secondary","size":"medium"}
+]}}
+</a2ui-json>
+
+All 9 items are covered: (1) account name + owner in the header and tags, (2) total deal value stat, (3) deal stage with progress bar, (4) ordered recent activity list, (5) contacts table with roles, (6) open follow-ups table with due dates, (7) note form, (8) renewal date with a warning callout (24 days out), and (9) a call-logging form with outcome and date.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..f22e254a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r1.txt
@@ -0,0 +1,206 @@
+Here's a single-screen month-end finance view for the startup, covering all seven items: KPIs for cash, burn, and runway; a category expense breakdown; a large-transactions table; a month switcher; and a statement download action.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-month-end",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7490",
+        "agentDisplayName": "Startup Finance"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-month-end",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "burnCallout", "controls", "kpis", "chartCard", "txCard", "followups"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "Month-End Finance View",
+          "subtitle": "Acme Inc. · September 2025 · All figures in USD"
+        },
+        {
+          "id": "burnCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Burn up 8.2% vs August",
+          "description": "Driven by one-time legal fees ($11,250) and higher cloud spend. Excluding one-offs, net burn is flat month-over-month."
+        },
+        {
+          "id": "controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "wrap": true,
+          "children": ["monthSelect", "downloadBtn"]
+        },
+        {
+          "id": "monthSelect",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Choose month",
+          "value": "2025-09",
+          "size": "medium",
+          "items": ["mi-sep", "mi-aug", "mi-jul", "mi-jun", "mi-may", "mi-apr"]
+        },
+        {"id": "mi-sep", "component": "SelectItem", "value": "2025-09", "label": "September 2025"},
+        {"id": "mi-aug", "component": "SelectItem", "value": "2025-08", "label": "August 2025"},
+        {"id": "mi-jul", "component": "SelectItem", "value": "2025-07", "label": "July 2025"},
+        {"id": "mi-jun", "component": "SelectItem", "value": "2025-06", "label": "June 2025"},
+        {"id": "mi-may", "component": "SelectItem", "value": "2025-05", "label": "May 2025"},
+        {"id": "mi-apr", "component": "SelectItem", "value": "2025-04", "label": "April 2025"},
+        {
+          "id": "downloadBtn",
+          "component": "Button",
+          "label": "Download Statement (CSV)",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{"event": "download_statement", "month": "2025-09", "format": "csv"}]
+        },
+        {
+          "id": "kpis",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["cashCard", "burnCard", "runwayCard"]
+        },
+        {
+          "id": "cashCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["cashLabel", "cashValue", "cashNote"]
+        },
+        {"id": "cashLabel", "component": "TextContent", "text": "Cash on Hand", "size": "small"},
+        {"id": "cashValue", "component": "TextContent", "text": "$1,284,500", "size": "large-heavy"},
+        {"id": "cashNote", "component": "TextContent", "text": "Across 2 operating accounts", "size": "small"},
+        {
+          "id": "burnCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["burnLabel", "burnValue", "burnNote"]
+        },
+        {"id": "burnLabel", "component": "TextContent", "text": "Monthly Burn", "size": "small"},
+        {"id": "burnValue", "component": "TextContent", "text": "$104,970", "size": "large-heavy"},
+        {"id": "burnNote", "component": "TextContent", "text": "+8.2% vs August ($96,990)", "size": "small"},
+        {
+          "id": "runwayCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["runwayLabel", "runwayValue", "runwayNote"]
+        },
+        {"id": "runwayLabel", "component": "TextContent", "text": "Runway", "size": "small"},
+        {"id": "runwayValue", "component": "TextContent", "text": "12.2 months", "size": "large-heavy"},
+        {"id": "runwayNote", "component": "TextContent", "text": "At current net burn, through mid-Sep 2026", "size": "small"},
+        {
+          "id": "chartCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["chartHdr", "expensePie"]
+        },
+        {
+          "id": "chartHdr",
+          "component": "CardHeader",
+          "title": "Expenses by Category",
+          "subtitle": "September 2025 · Total $104,970"
+        },
+        {
+          "id": "expensePie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Payroll", "Cloud & Infra", "Legal & Accounting", "Office & Rent", "Marketing", "Software & Tools"],
+          "values": [61840, 13980, 11250, 10500, 4860, 2540]
+        },
+        {
+          "id": "txCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["txHdr", "txTable"]
+        },
+        {
+          "id": "txHdr",
+          "component": "CardHeader",
+          "title": "Transactions Over $10,000",
+          "subtitle": "4 transactions · September 2025"
+        },
+        {
+          "id": "txTable",
+          "component": "Table",
+          "columns": ["cDate", "cDesc", "cCat", "cAmt"]
+        },
+        {
+          "id": "cDate",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Sep 2", "Sep 5", "Sep 12", "Sep 18"]
+        },
+        {
+          "id": "cDesc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Payroll — Gusto", "Amazon Web Services", "Office Rent — 450 Mission St", "Wilson Sonsini — Legal (one-time)"]
+        },
+        {
+          "id": "cCat",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Payroll", "Cloud & Infra", "Office & Rent", "Legal & Accounting"]
+        },
+        {
+          "id": "cAmt",
+          "component": "Col",
+          "label": "Amount (USD)",
+          "type": "number",
+          "data": [61840, 13980, 10500, 11250]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["f1", "f2", "f3"]
+        },
+        {"id": "f1", "component": "FollowUpItem", "text": "Show August 2025 instead"},
+        {"id": "f2", "component": "FollowUpItem", "text": "Break down cloud & infra spend"},
+        {"id": "f3", "component": "FollowUpItem", "text": "Download statement as PDF"}
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+How each requirement is covered:
+1. **Cash on hand** — KPI card showing $1,284,500 across operating accounts.
+2. **Monthly burn** — KPI card showing $104,970 with the month-over-month delta, plus a warning callout explaining the increase.
+3. **Runway** — KPI card showing 12.2 months at the current burn rate.
+4. **Expenses by category** — Donut chart split across payroll, cloud, legal, rent, marketing, and software.
+5. **Transactions > $10,000** — Table of the four qualifying September transactions with date, description, category, and amount.
+6. **Different month** — Month selector covering April–September 2025.
+7. **Download statement** — Primary button that triggers a CSV statement download for the selected month (with a follow-up option for PDF).
+
+Want me to wire the month selector to actually re-render the figures, or add a cash-flow trend line alongside the category breakdown?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..f8ac38dbc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r2.txt
@@ -0,0 +1,45 @@
+Here's your month-end finance dashboard covering all seven requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"finance-dash","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Finance"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"finance-dash","components":[
+{"component":"Card","id":"root","children":["header","controls","metrics","charts","txTitle","txTable","download"],"gap":"l"},
+{"component":"CardHeader","id":"header","title":"Month-End Finance Overview","subtitle":"April 2024 — close summary"},
+{"component":"Card","id":"controls","children":["monthLabel","monthSelect"],"direction":"row","align":"center","gap":"m","variant":"clear"},
+{"component":"Label","id":"monthLabel","text":"Viewing month:"},
+{"component":"Select","id":"monthSelect","name":"month","value":"2024-04","items":["mi1","mi2","mi3","mi4","mi5","mi6"],"size":"small"},
+{"component":"SelectItem","id":"mi1","value":"2024-04","label":"April 2024"},
+{"component":"SelectItem","id":"mi2","value":"2024-03","label":"March 2024"},
+{"component":"SelectItem","id":"mi3","value":"2024-02","label":"February 2024"},
+{"component":"SelectItem","id":"mi4","value":"2024-01","label":"January 2024"},
+{"component":"SelectItem","id":"mi5","value":"2023-12","label":"December 2023"},
+{"component":"SelectItem","id":"mi6","value":"2023-11","label":"November 2023"},
+{"component":"Card","id":"metrics","children":["m1","m2","m3"],"direction":"row","gap":"m","variant":"clear"},
+{"component":"Card","id":"m1","children":["m1h","m1v"],"variant":"sunk","weight":1},
+{"component":"Label","id":"m1h","text":"Cash on Hand"},
+{"component":"TextContent","id":"m1v","text":"# $1,284,500","size":"large-heavy"},
+{"component":"Card","id":"m2","children":["m2h","m2v"],"variant":"sunk","weight":1},
+{"component":"Label","id":"m2h","text":"Monthly Burn"},
+{"component":"TextContent","id":"m2v","text":"# $142,300","size":"large-heavy"},
+{"component":"Card","id":"m3","children":["m3h","m3v"],"variant":"sunk","weight":1},
+{"component":"Label","id":"m3h","text":"Runway"},
+{"component":"TextContent","id":"m3v","text":"# 9.0 months","size":"large-heavy"},
+{"component":"Card","id":"charts","children":["chartTitle","pie"],"gap":"s"},
+{"component":"Heading","id":"chartTitle","text":"Expenses by Category","level":"h3"},
+{"component":"PieChart","id":"pie","labels":["Payroll","Cloud & Infra","Marketing","Office & Rent","Legal & Compliance","Other"],"values":[82000,21500,15600,12400,6800,4000],"variant":"donut"},
+{"component":"Heading","id":"txTitle","text":"Transactions over $10,000 — April 2024","level":"h3"},
+{"component":"Table","id":"txTable","columns":["colDate","colDesc","colCat","colAmt"]},
+{"component":"Col","id":"colDate","label":"Date","data":["2024-04-03","2024-04-10","2024-04-15","2024-04-18","2024-04-25"],"type":"string"},
+{"component":"Col","id":"colDesc","label":"Description","data":["Payroll run — first half","AWS annual reserved instance","Payroll run — second half","Series B legal retainer","Ad campaign — Q2 launch"],"type":"string"},
+{"component":"Col","id":"colCat","label":"Category","data":["Payroll","Cloud & Infra","Payroll","Legal & Compliance","Marketing"],"type":"string"},
+{"component":"Col","id":"colAmt","label":"Amount","data":[41200,18500,40800,15000,12000],"type":"number"},
+{"component":"Buttons","id":"download","buttons":["dlBtn","csvBtn"]},
+{"component":"Button","id":"dlBtn","label":"Download Statement (PDF)","variant":"primary","action":["download_statement",{"month":"2024-04","format":"pdf"}]},
+{"component":"Button","id":"csvBtn","label":"Export Transactions (CSV)","variant":"secondary","action":["download_statement",{"month":"2024-04","format":"csv"}]}
+]}}
+</a2ui-json>
+
+Everything is covered: **cash ($1.28M), burn ($142.3K), and runway (9 months)** as headline metrics; a **donut chart for expense categories**; a **table of transactions above $10,000**; a **month selector** to switch periods; and **download buttons** for the statement (PDF or CSV).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..734d5fddd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r3.txt
@@ -0,0 +1,46 @@
+Here's a month-end finance dashboard covering all 7 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"finance-month-end","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C66","agentDisplayName":"Finance"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"finance-month-end","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","controls","statsCard","chartsRow","txTable","actions"]},
+{"id":"header","component":"CardHeader","title":"Month-End Finance — September 2025","subtitle":"Startup cash & burn overview"},
+{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","children":["monthSelect","downloadBtn"]},
+{"id":"monthSelect","component":"Select","name":"month","placeholder":"View month","value":"2025-09","items":["m1","m2","m3","m4"]},
+{"id":"m1","component":"SelectItem","value":"2025-09","label":"September 2025"},
+{"id":"m2","component":"SelectItem","value":"2025-08","label":"August 2025"},
+{"id":"m3","component":"SelectItem","value":"2025-07","label":"July 2025"},
+{"id":"m4","component":"SelectItem","value":"2025-06","label":"June 2025"},
+{"id":"downloadBtn","component":"Button","label":"Download Statement (PDF)","variant":"secondary","action":[{"event":"download_statement","month":"2025-09"}]},
+{"id":"statsCard","component":"Card","variant":"card","direction":"row","gap":"m","justify":"evenly","wrap":true,"children":["statCash","statBurn","statRunway"]},
+{"id":"statCash","component":"Callout","variant":"success","title":"Cash on Hand","description":"$1,284,500"},
+{"id":"statBurn","component":"Callout","variant":"warning","title":"Monthly Burn","description":"$86,200 (net)"},
+{"id":"statRunway","component":"Callout","variant":"info","title":"Runway","description":"14.9 months"},
+{"id":"chartsRow","component":"Card","direction":"column","gap":"s","children":["expTitle","expensePie"]},
+{"id":"expTitle","component":"TextContent","text":"**Expenses by Category — September 2025**"},
+{"id":"expensePie","component":"PieChart","variant":"donut","labels":["Payroll","Cloud & Infra","Marketing","Office & Ops","Legal & Accounting","Tools & Software"],"values":[52000,12400,9800,6400,3300,2300]},
+{"id":"txTable","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["txTitle","txTbl"]},
+{"id":"txTitle","component":"TextContent","text":"**Transactions above $10,000 this month**"},
+{"id":"txTbl","component":"Table","columns":["cDate","cDesc","cAmt"]},
+{"id":"cDate","component":"Col","label":"Date","type":"string","data":["Sep 03","Sep 12","Sep 19","Sep 26"]},
+{"id":"cDesc","component":"Col","label":"Description","type":"string","data":["Payroll run — Deel","AWS annual commit","Series A legal retainer","Office lease (Q4 deposit)"]},
+{"id":"cAmt","component":"Col","label":"Amount","type":"number","data":[52000,24000,15000,11200]},
+{"id":"actions","component":"Buttons","buttons":["btnDownload","btnReport"]},
+{"id":"btnDownload","component":"Button","label":"Download Full Statement","variant":"primary","action":[{"event":"download_statement","month":"2025-09"}]},
+{"id":"btnReport","component":"Button","label":"Email Report to Investors","variant":"tertiary","action":[{"event":"email_report","month":"2025-09"}]}
+]}}
+</a2ui-json>
+
+This covers all requirements:
+1. **Cash on hand** — $1,284,500
+2. **Monthly burn** — $86,200
+3. **Runway** — 14.9 months
+4. **Expense split** — donut chart by category
+5. **Large transactions (>$10k)** — table with 4 entries
+6. **Change month** — month selector dropdown
+7. **Download statement** — download buttons (header and bottom)
+
+Want me to wire in different data for another month, or add a burn-rate trend chart?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..87d8fadb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-finance__r4.txt
@@ -0,0 +1,68 @@
+Here's your month-end finance dashboard covering all seven requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "finance-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0F6E4A", "agentDisplayName": "Finance" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "finance-view",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header-row", "metrics-row", "charts-row", "txn-card"] },
+
+      { "id": "header-row", "component": "Card", "variant": "clear", "direction": "row", "justify": "between", "align": "center", "children": ["title-block", "actions-row"] },
+      { "id": "title-block", "component": "CardHeader", "title": "Month-End Finance", "subtitle": "Startup financial summary" },
+      { "id": "actions-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "align": "center", "children": ["month-select", "download-btn"] },
+      { "id": "month-select", "component": "Select", "name": "month", "placeholder": "Select month", "size": "medium", "value": "2025-06", "items": ["m-jun", "m-may", "m-apr", "m-mar"] },
+      { "id": "m-jun", "component": "SelectItem", "value": "2025-06", "label": "June 2025" },
+      { "id": "m-may", "component": "SelectItem", "value": "2025-05", "label": "May 2025" },
+      { "id": "m-apr", "component": "SelectItem", "value": "2025-04", "label": "April 2025" },
+      { "id": "m-mar", "component": "SelectItem", "value": "2025-03", "label": "March 2025" },
+      { "id": "download-btn", "component": "Button", "label": "Download Statement", "variant": "primary" },
+
+      { "id": "metrics-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["cash-card", "burn-card", "runway-card"] },
+      { "id": "cash-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["cash-header", "cash-value"] },
+      { "id": "cash-header", "component": "CardHeader", "title": "Cash on Hand", "subtitle": "As of June 30, 2025" },
+      { "id": "cash-value", "component": "TextContent", "text": "**$1,240,000**", "size": "large-heavy" },
+      { "id": "burn-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["burn-header", "burn-value"] },
+      { "id": "burn-header", "component": "CardHeader", "title": "Monthly Burn", "subtitle": "Net, June 2025" },
+      { "id": "burn-value", "component": "TextContent", "text": "**$128,500**", "size": "large-heavy" },
+      { "id": "runway-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["runway-header", "runway-value", "runway-progress"] },
+      { "id": "runway-header", "component": "CardHeader", "title": "Runway", "subtitle": "At current burn rate" },
+      { "id": "runway-value", "component": "TextContent", "text": "**9.6 months**", "size": "large-heavy" },
+      { "id": "runway-progress", "component": "Progress", "value": 40, "label": "~12 months target" },
+
+      { "id": "charts-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["expense-card"] },
+      { "id": "expense-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["expense-header", "expense-chart"] },
+      { "id": "expense-header", "component": "CardHeader", "title": "Expenses by Category", "subtitle": "June 2025 — total $184,200 gross spend" },
+      { "id": "expense-chart", "component": "PieChart", "variant": "donut", "labels": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Legal & Admin", "Software"], "values": [98000, 34000, 22000, 14500, 9500, 6200] },
+
+      { "id": "txn-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["txn-header", "txn-table"] },
+      { "id": "txn-header", "component": "CardHeader", "title": "Transactions Above $10,000", "subtitle": "June 2025 — 5 items" },
+      { "id": "txn-table", "component": "Table", "columns": ["col-date", "col-desc", "col-cat", "col-amount"] },
+      { "id": "col-date", "component": "Col", "label": "Date", "data": ["Jun 03", "Jun 07", "Jun 12", "Jun 20", "Jun 27"], "type": "string" },
+      { "id": "col-desc", "component": "Col", "label": "Description", "data": ["Payroll run — biweekly", "AWS annual reserve", "Q3 ad campaign prepay", "Payroll run — biweekly", "Office lease — monthly"], "type": "string" },
+      { "id": "col-cat", "component": "Col", "label": "Category", "data": ["Payroll", "Cloud & Infra", "Marketing", "Payroll", "Office & Ops"], "type": "string" },
+      { "id": "col-amount", "component": "Col", "label": "Amount", "data": [49200, 28000, 22000, 48800, 12500], "type": "number" }
+    ]
+  }
+}
+</a2ui-json>
+
+All seven items are covered:
+1. **Cash on hand** — $1,240,000 card
+2. **Monthly burn** — $128,500 card
+3. **Runway** — 9.6 months with a progress indicator
+4. **Expense split** — donut chart across 6 categories
+5. **Large transactions** — table of the 5 transactions above $10K
+6. **Month selector** — dropdown to switch months
+7. **Download** — "Download Statement" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..a2ba06187
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r1.txt
@@ -0,0 +1,77 @@
+Here's a single-screen logistics coordinator board covering all nine requirements — live shipments table (1), a delayed-shipments callout (2), on-time KPI (3), carrier split donut (4), route search (5), avg cost KPI (6), 8-week volume chart (7), a flag-shipment form (8), and a last-refreshed timestamp with a refresh button (9).
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Board"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-board","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdrRow","searchCard","kpiRow","delayedCallout","mainRow","flagCard"]},
+{"id":"hdrRow","component":"Card","direction":"row","justify":"between","align":"center","variant":"clear","gap":"m","children":["titleHeading","refreshCol"]},
+{"id":"titleHeading","component":"Heading","text":"Logistics Coordinator Board","level":"h1"},
+{"id":"refreshCol","component":"Card","direction":"row","align":"center","gap":"m","variant":"clear","children":["lastRefreshed","refreshBtn"]},
+{"id":"lastRefreshed","component":"TextContent","text":"Last refreshed: Oct 21, 2024 · 14:32 UTC","size":"small"},
+{"id":"refreshBtn","component":"Button","label":"Refresh","variant":"tertiary","size":"small"},
+{"id":"searchCard","component":"Card","children":["searchHeader","searchForm"],"gap":"s"},
+{"id":"searchHeader","component":"CardHeader","title":"Search by Route","subtitle":"Find shipments by origin, destination, or lane"},
+{"id":"searchForm","component":"Form","name":"routeSearch","fields":["routeControl"],"buttons":"searchButtons"},
+{"id":"routeControl","component":"FormControl","label":"Route","input":"routeInput","hint":"e.g. Shanghai → Rotterdam, or a single city"},
+{"id":"routeInput","component":"Input","name":"route","placeholder":"Origin, destination, or lane…","type":"text"},
+{"id":"searchButtons","component":"Buttons","buttons":["searchBtn"]},
+{"id":"searchBtn","component":"Button","label":"Search Routes","variant":"primary"},
+{"id":"kpiRow","component":"Card","direction":"row","gap":"l","variant":"clear","children":["kpiOnTime","kpiCost","kpiTransit"]},
+{"id":"kpiOnTime","component":"Card","children":["kpiOnTimeHeader","kpiOnTimeValue","kpiOnTimeTag"],"gap":"xs","weight":1},
+{"id":"kpiOnTimeHeader","component":"CardHeader","title":"On-Time This Month"},
+{"id":"kpiOnTimeValue","component":"TextContent","text":"92.4%","size":"large-heavy"},
+{"id":"kpiOnTimeTag","component":"Tag","text":"▲ 1.6 pts vs last month","variant":"success","size":"sm"},
+{"id":"kpiCost","component":"Card","children":["kpiCostHeader","kpiCostValue","kpiCostTag"],"gap":"xs","weight":1},
+{"id":"kpiCostHeader","component":"CardHeader","title":"Avg Cost per Shipment"},
+{"id":"kpiCostValue","component":"TextContent","text":"$2,340","size":"large-heavy"},
+{"id":"kpiCostTag","component":"Tag","text":"▼ $85 vs last month","variant":"success","size":"sm"},
+{"id":"kpiTransit","component":"Card","children":["kpiTransitHeader","kpiTransitValue","kpiTransitTag"],"gap":"xs","weight":1},
+{"id":"kpiTransitHeader","component":"CardHeader","title":"Shipments In Transit"},
+{"id":"kpiTransitValue","component":"TextContent","text":"14","size":"large-heavy"},
+{"id":"kpiTransitTag","component":"Tag","text":"2 delayed · 1 at risk","variant":"warning","size":"sm"},
+{"id":"delayedCallout","component":"Callout","variant":"warning","title":"2 delayed shipments need attention","description":"SH-1042 (Hamburg → Chicago): ETA slipped 3 days to Oct 30. SH-1045 (Shenzhen → Long Beach): held at origin port, now 2 days late."},
+{"id":"mainRow","component":"Card","direction":"row","gap":"l","variant":"clear","align":"start","children":["tableCard","chartsCol"]},
+{"id":"tableCard","component":"Card","children":["tableHeader","shipmentsTable"],"weight":2},
+{"id":"tableHeader","component":"CardHeader","title":"Shipments In Transit","subtitle":"Origin, destination, ETA, and live status"},
+{"id":"shipmentsTable","component":"Table","columns":["cId","cOrigin","cDest","cEta","cStatus"]},
+{"id":"cId","component":"Col","label":"Shipment","data":["SH-1041","SH-1042","SH-1043","SH-1044","SH-1045","SH-1046"]},
+{"id":"cOrigin","component":"Col","label":"Origin","data":["Shanghai","Hamburg","Singapore","Los Angeles","Shenzhen","Mumbai"]},
+{"id":"cDest","component":"Col","label":"Destination","data":["Rotterdam","Chicago","Sydney","Tokyo","Long Beach","Felixstowe"]},
+{"id":"cEta","component":"Col","label":"ETA","data":["Oct 28 · 14:00","Oct 30 · 09:30","Oct 27 · 18:45","Nov 02 · 06:15","Oct 26 · 22:00","Nov 01 · 11:20"]},
+{"id":"cStatus","component":"Col","label":"Status","data":["On Time","Delayed","On Time","On Time","Delayed","At Risk"]},
+{"id":"chartsCol","component":"Card","direction":"column","gap":"l","variant":"clear","weight":1,"children":["carrierCard","weeklyCard"]},
+{"id":"carrierCard","component":"Card","children":["carrierHeader","carrierPie"]},
+{"id":"carrierHeader","component":"CardHeader","title":"Volume Split by Carrier","subtitle":"Share of shipments this month"},
+{"id":"carrierPie","component":"PieChart","variant":"donut","labels":["Maersk","MSC","DHL","FedEx","CMA CGM"],"values":[32,24,18,14,12]},
+{"id":"weeklyCard","component":"Card","children":["weeklyHeader","weeklyBar"]},
+{"id":"weeklyHeader","component":"CardHeader","title":"Weekly Volume — Past 2 Months","subtitle":"Shipments per week"},
+{"id":"weeklyBar","component":"BarChart","labels":["Sep 02","Sep 09","Sep 16","Sep 23","Sep 30","Oct 07","Oct 14","Oct 21"],"series":["weeklySeries"]},
+{"id":"weeklySeries","component":"Series","category":"Shipments","values":[118,132,126,141,149,137,145,153]},
+{"id":"flagCard","component":"Card","children":["flagHeader","flagForm"],"gap":"s"},
+{"id":"flagHeader","component":"CardHeader","title":"Flag a Shipment","subtitle":"Mark a shipment for coordinator review"},
+{"id":"flagForm","component":"Form","name":"flagShipment","fields":["flagShipmentControl","flagReasonControl","flagNotesControl"],"buttons":"flagButtons"},
+{"id":"flagShipmentControl","component":"FormControl","label":"Shipment","input":"flagShipmentSelect"},
+{"id":"flagShipmentSelect","component":"Select","name":"shipment","placeholder":"Select a shipment…","items":["fs1","fs2","fs3","fs4","fs5","fs6"]},
+{"id":"fs1","component":"SelectItem","value":"SH-1041","label":"SH-1041 — Shanghai → Rotterdam"},
+{"id":"fs2","component":"SelectItem","value":"SH-1042","label":"SH-1042 — Hamburg → Chicago"},
+{"id":"fs3","component":"SelectItem","value":"SH-1043","label":"SH-1043 — Singapore → Sydney"},
+{"id":"fs4","component":"SelectItem","value":"SH-1044","label":"SH-1044 — Los Angeles → Tokyo"},
+{"id":"fs5","component":"SelectItem","value":"SH-1045","label":"SH-1045 — Shenzhen → Long Beach"},
+{"id":"fs6","component":"SelectItem","value":"SH-1046","label":"SH-1046 — Mumbai → Felixstowe"},
+{"id":"flagReasonControl","component":"FormControl","label":"Reason","input":"flagReasonSelect"},
+{"id":"flagReasonSelect","component":"Select","name":"reason","placeholder":"Select a reason…","items":["fr1","fr2","fr3","fr4"]},
+{"id":"fr1","component":"SelectItem","value":"delay-risk","label":"Delay risk"},
+{"id":"fr2","component":"SelectItem","value":"documentation","label":"Documentation issue"},
+{"id":"fr3","component":"SelectItem","value":"customs-hold","label":"Customs hold"},
+{"id":"fr4","component":"SelectItem","value":"damage","label":"Damage or inspection"},
+{"id":"flagNotesControl","component":"FormControl","label":"Notes","input":"flagNotes","hint":"Optional context for the review team"},
+{"id":"flagNotes","component":"TextArea","name":"notes","rows":2,"placeholder":"Add details…"},
+{"id":"flagButtons","component":"Buttons","buttons":["flagBtn"]},
+{"id":"flagBtn","component":"Button","label":"Flag Shipment","variant":"primary"}
+]}}
+</a2ui-json>
+
+Requirement map: the transit table shows origin/destination/ETA/status per shipment (1); the warning callout highlights the two delayed shipments (2); KPI cards cover on-time % (3), average cost per shipment (6), and in-transit count; the donut shows the carrier split (4); the top form searches by route (5); the bar chart tracks weekly volume over the past two months (7); the bottom form flags a shipment with reason and notes (8); and the header shows the last-refreshed time with a Refresh action (9).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..6b0cd9a8d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r2.txt
@@ -0,0 +1,398 @@
+Here's a single-screen logistics coordinator's board covering all nine items — the transit table, delay callouts, KPIs, carrier split, weekly trend, route search, flagging form, and refresh timestamp.
+
+<a2ui-json>[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Logistics Control"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "refreshRow", "delayedAlert", "statsRow", "searchCard", "shipmentsCard", "chartsRow", "flagCard"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "Logistics Control Board",
+          "subtitle": "Live freight operations overview — all regions"
+        },
+        {
+          "id": "refreshRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["liveBadge", "refreshText"]
+        },
+        {
+          "id": "liveBadge",
+          "component": "Badge",
+          "text": "LIVE",
+          "variant": "default"
+        },
+        {
+          "id": "refreshText",
+          "component": "TextContent",
+          "text": "Data last refreshed Mar 14, 2025 · 09:42 UTC — auto-refresh every 15 min",
+          "size": "small"
+        },
+        {
+          "id": "delayedAlert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "2 shipments delayed",
+          "description": "SH-2042 Los Angeles → Chicago is 2 days late (rail congestion, new ETA Mar 17). SH-2045 Mumbai → Dubai is 1 day late (port congestion, new ETA Mar 17). Escalation recommended for both."
+        },
+        {
+          "id": "statsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["onTimeCard", "costCard", "transitCard"]
+        },
+        {
+          "id": "onTimeCard",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["onTimeHeader", "onTimeValue", "onTimeProgress"]
+        },
+        {
+          "id": "onTimeHeader",
+          "component": "CardHeader",
+          "title": "On-Time This Month"
+        },
+        {
+          "id": "onTimeValue",
+          "component": "TextContent",
+          "text": "94.2%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "onTimeProgress",
+          "component": "Progress",
+          "value": 94.2,
+          "label": "Goal: 95% · 412 of 437 deliveries on time"
+        },
+        {
+          "id": "costCard",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["costHeader", "costValue", "costNote"]
+        },
+        {
+          "id": "costHeader",
+          "component": "CardHeader",
+          "title": "Avg Cost / Shipment"
+        },
+        {
+          "id": "costValue",
+          "component": "TextContent",
+          "text": "$1,284",
+          "size": "large-heavy"
+        },
+        {
+          "id": "costNote",
+          "component": "TextContent",
+          "text": "▼ 3.1% vs. February — driven by lower ocean rates",
+          "size": "small"
+        },
+        {
+          "id": "transitCard",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["transitHeader", "transitValue", "transitNote"]
+        },
+        {
+          "id": "transitHeader",
+          "component": "CardHeader",
+          "title": "In Transit Now"
+        },
+        {
+          "id": "transitValue",
+          "component": "TextContent",
+          "text": "18 shipments",
+          "size": "large-heavy"
+        },
+        {
+          "id": "transitNote",
+          "component": "TextContent",
+          "text": "6 ocean · 8 road · 4 air",
+          "size": "small"
+        },
+        {
+          "id": "searchCard",
+          "component": "Card",
+          "children": ["searchHeader", "searchForm"]
+        },
+        {
+          "id": "searchHeader",
+          "component": "CardHeader",
+          "title": "Search by Route",
+          "subtitle": "Find shipments by origin, destination, or port pair"
+        },
+        {
+          "id": "searchForm",
+          "component": "Form",
+          "name": "routeSearch",
+          "buttons": "searchButtons",
+          "fields": ["searchControl"]
+        },
+        {
+          "id": "searchControl",
+          "component": "FormControl",
+          "label": "Route",
+          "input": "routeInput",
+          "hint": "Try \"Shanghai\" or \"Rotterdam → New York\""
+        },
+        {
+          "id": "routeInput",
+          "component": "Input",
+          "name": "route",
+          "placeholder": "e.g., Shanghai → Rotterdam",
+          "type": "text"
+        },
+        {
+          "id": "searchButtons",
+          "component": "Buttons",
+          "buttons": ["searchBtn", "clearBtn"]
+        },
+        {
+          "id": "searchBtn",
+          "component": "Button",
+          "label": "Search routes",
+          "variant": "primary"
+        },
+        {
+          "id": "clearBtn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary"
+        },
+        {
+          "id": "shipmentsCard",
+          "component": "Card",
+          "children": ["shipHeader", "shipTable"]
+        },
+        {
+          "id": "shipHeader",
+          "component": "CardHeader",
+          "title": "Shipments In Transit",
+          "subtitle": "6 active shipments · updated 09:42 UTC"
+        },
+        {
+          "id": "shipTable",
+          "component": "Table",
+          "columns": ["colId", "colOrigin", "colDest", "colEta", "colStatus"]
+        },
+        {
+          "id": "colId",
+          "component": "Col",
+          "label": "Shipment",
+          "type": "string",
+          "data": ["SH-2041", "SH-2042", "SH-2043", "SH-2044", "SH-2045", "SH-2046"]
+        },
+        {
+          "id": "colOrigin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Shanghai, CN", "Los Angeles, US", "Hamburg, DE", "Shenzhen, CN", "Mumbai, IN", "Rotterdam, NL"]
+        },
+        {
+          "id": "colDest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["Rotterdam, NL", "Chicago, US", "New York, US", "Sydney, AU", "Dubai, AE", "Toronto, CA"]
+        },
+        {
+          "id": "colEta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Mar 18, 2025", "Mar 17, 2025 (was Mar 15)", "Mar 21, 2025", "Mar 24, 2025", "Mar 17, 2025 (was Mar 16)", "Mar 22, 2025"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On time", "Delayed — 2 days", "On time", "At risk", "Delayed — 1 day", "On time"]
+        },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["carrierCard", "weeklyCard"]
+        },
+        {
+          "id": "carrierCard",
+          "component": "Card",
+          "children": ["carrierHeader", "carrierPie"]
+        },
+        {
+          "id": "carrierHeader",
+          "component": "CardHeader",
+          "title": "Volume Split by Carrier",
+          "subtitle": "Share of shipments this month"
+        },
+        {
+          "id": "carrierPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Maersk", "DHL", "FedEx", "MSC", "Other"],
+          "values": [34, 26, 18, 12, 10]
+        },
+        {
+          "id": "weeklyCard",
+          "component": "Card",
+          "children": ["weeklyHeader", "weeklyChart"]
+        },
+        {
+          "id": "weeklyHeader",
+          "component": "CardHeader",
+          "title": "Weekly Volume — Past 8 Weeks",
+          "subtitle": "Total shipments dispatched per week"
+        },
+        {
+          "id": "weeklyChart",
+          "component": "BarChart",
+          "labels": ["Jan 13", "Jan 20", "Jan 27", "Feb 3", "Feb 10", "Feb 17", "Feb 24", "Mar 3"],
+          "series": ["weeklySeries"],
+          "xLabel": "Week starting",
+          "yLabel": "Shipments"
+        },
+        {
+          "id": "weeklySeries",
+          "component": "Series",
+          "category": "Shipments",
+          "values": [142, 158, 149, 171, 165, 180, 173, 190]
+        },
+        {
+          "id": "flagCard",
+          "component": "Card",
+          "children": ["flagHeader", "flagForm"]
+        },
+        {
+          "id": "flagHeader",
+          "component": "CardHeader",
+          "title": "Flag a Shipment",
+          "subtitle": "Mark a shipment for review or escalation"
+        },
+        {
+          "id": "flagForm",
+          "component": "Form",
+          "name": "flagShipment",
+          "buttons": "flagButtons",
+          "fields": ["flagSelectControl", "flagReasonControl"]
+        },
+        {
+          "id": "flagSelectControl",
+          "component": "FormControl",
+          "label": "Shipment",
+          "input": "flagSelect"
+        },
+        {
+          "id": "flagSelect",
+          "component": "Select",
+          "name": "shipment",
+          "placeholder": "Select a shipment…",
+          "items": ["fs1", "fs2", "fs3", "fs4", "fs5", "fs6"]
+        },
+        {
+          "id": "fs1",
+          "component": "SelectItem",
+          "value": "SH-2041",
+          "label": "SH-2041 · Shanghai → Rotterdam"
+        },
+        {
+          "id": "fs2",
+          "component": "SelectItem",
+          "value": "SH-2042",
+          "label": "SH-2042 · Los Angeles → Chicago"
+        },
+        {
+          "id": "fs3",
+          "component": "SelectItem",
+          "value": "SH-2043",
+          "label": "SH-2043 · Hamburg → New York"
+        },
+        {
+          "id": "fs4",
+          "component": "SelectItem",
+          "value": "SH-2044",
+          "label": "SH-2044 · Shenzhen → Sydney"
+        },
+        {
+          "id": "fs5",
+          "component": "SelectItem",
+          "value": "SH-2045",
+          "label": "SH-2045 · Mumbai → Dubai"
+        },
+        {
+          "id": "fs6",
+          "component": "SelectItem",
+          "value": "SH-2046",
+          "label": "SH-2046 · Rotterdam → Toronto"
+        },
+        {
+          "id": "flagReasonControl",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flagReason"
+        },
+        {
+          "id": "flagReason",
+          "component": "TextArea",
+          "name": "reason",
+          "placeholder": "e.g., customs hold, damaged goods, missed handoff…",
+          "rows": 2
+        },
+        {
+          "id": "flagButtons",
+          "component": "Buttons",
+          "buttons": ["flagBtn"]
+        },
+        {
+          "id": "flagBtn",
+          "component": "Button",
+          "label": "Flag shipment",
+          "variant": "secondary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]</a2ui-json>
+
+How each requirement maps to the board:
+
+1. **Shipments in transit** — the table lists 6 active shipments with origin, destination, ETA (showing revised dates where applicable), and status.
+2. **Delayed callout** — a destructive alert at the top names SH-2042 and SH-2045, delay length, cause, and revised ETAs.
+3. **On-time %** — 94.2% headline stat with a progress bar against the 95% goal.
+4. **Carrier split** — donut chart of volume share across Maersk, DHL, FedEx, MSC, and others.
+5. **Route search** — form with a route input (accepts origin, destination, or port pair) plus Search/Clear actions.
+6. **Avg cost per shipment** — $1,284 stat with month-over-month trend context.
+7. **Weekly volume** — 8-week bar chart covering the past two months.
+8. **Flag a shipment** — form with a shipment selector, reason field, and a destructive-style Flag button.
+9. **Last refreshed** — timestamp (Mar 14, 09:42 UTC) with auto-refresh cadence shown beside the LIVE badge.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..813402541
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r3.txt
@@ -0,0 +1,80 @@
+Here's a logistics coordinator board covering all nine requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Board"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-board","components":[
+{"component":"Card","id":"root","children":["header","refreshed","statsRow","searchForm","delayAlert","tableCard","chartsRow","flagDialog"]},
+{"component":"CardHeader","id":"header","title":"Logistics Coordinator Board","subtitle":"Live shipment overview — North America network"},
+{"component":"TextContent","id":"refreshed","text":"🔄 Data last refreshed: **Mar 12, 2026 · 09:42 AM UTC** (auto-refresh every 15 min)","size":"small"},
+{"component":"Card","id":"statsRow","direction":"row","gap":"m","variant":"clear","children":["stat1","stat2"]},
+{"component":"Card","id":"stat1","variant":"sunk","children":["stat1h","stat1b","stat1p"]},
+{"component":"TextContent","id":"stat1h","text":"**On-Time % This Month**","size":"small-heavy"},
+{"component":"TextContent","id":"stat1b","text":"# 92.4%","size":"large-heavy"},
+{"component":"Progress","id":"stat1p","value":92.4,"label":"Target: 95%"},
+{"component":"Card","id":"stat2","variant":"sunk","children":["stat2h","stat2b"]},
+{"component":"TextContent","id":"stat2h","text":"**Average Cost per Shipment**","size":"small-heavy"},
+{"component":"TextContent","id":"stat2b","text":"# $486.20","size":"large-heavy"},
+{"component":"TextContent","id":"stat2c","text":"−3.1% vs last month","size":"small"},
+{"component":"Form","id":"searchForm","name":"routeSearch","buttons":"searchButtons","fields":["routeField","carrierField"]},
+{"component":"FormControl","id":"routeField","label":"Search by route","input":"routeInput","hint":"Enter origin → destination, e.g. Chicago → Dallas"},
+{"component":"Input","id":"routeInput","name":"route","placeholder":"Origin → Destination","type":"text"},
+{"component":"FormControl","id":"carrierField","label":"Carrier filter (optional)","input":"carrierSelect"},
+{"component":"Select","id":"carrierSelect","name":"carrier","placeholder":"All carriers","items":["ci1","ci2","ci3","ci4"]},
+{"component":"SelectItem","id":"ci1","value":"fastfreight","label":"FastFreight"},
+{"component":"SelectItem","id":"ci2","value":"nationhaul","label":"NationHaul"},
+{"component":"SelectItem","id":"ci3","value":"bluecarrier","label":"BlueCarrier"},
+{"component":"SelectItem","id":"ci4","value":"expressline","label":"ExpressLine"},
+{"component":"Buttons","id":"searchButtons","buttons":["searchBtn"]},
+{"component":"Button","id":"searchBtn","label":"Search","variant":"primary"},
+{"component":"Callout","id":"delayAlert","variant":"warning","title":"3 Delayed Shipments","description":"SHP-1042 (Chicago → Dallas) +14h · SHP-1057 (Denver → Phoenix) +6h · SHP-1063 (Atlanta → Miami) +9h. Carrier escalation recommended."},
+{"component":"Card","id":"tableCard","children":["tableHeader","shipmentsTable"]},
+{"component":"CardHeader","id":"tableHeader","title":"Shipments In Transit","subtitle":"8 active loads"},
+{"component":"Table","id":"shipmentsTable","columns":["colId","colOrigin","colDest","colEta","colStatus"]},
+{"component":"Col","id":"colId","label":"Shipment","data":["SHP-1041","SHP-1042","SHP-1050","SHP-1057","SHP-1060","SHP-1063","SHP-1068","SHP-1072"]},
+{"component":"Col","id":"colOrigin","label":"Origin","data":["Seattle, WA","Chicago, IL","Houston, TX","Denver, CO","Kansas City, MO","Atlanta, GA","Los Angeles, CA","Newark, NJ"]},
+{"component":"Col","id":"colDest","label":"Destination","data":["Portland, OR","Dallas, TX","New Orleans, LA","Phoenix, AZ","Minneapolis, MN","Miami, FL","Las Vegas, NV","Boston, MA"]},
+{"component":"Col","id":"colEta","label":"ETA","data":["Mar 13, 08:00","Mar 14, 02:00","Mar 12, 22:30","Mar 14, 17:00","Mar 13, 11:00","Mar 15, 06:00","Mar 12, 19:45","Mar 15, 14:00"]},
+{"component":"Col","id":"colStatus","label":"Status","data":["On time","Delayed +14h","On time","Delayed +6h","On time","Delayed +9h","On time","On time"]},
+{"component":"Card","id":"chartsRow","direction":"row","gap":"m","variant":"clear","children":["carrierCard","volumeCard"]},
+{"component":"Card","id":"carrierCard","children":["carrierHeader","carrierChart"]},
+{"component":"CardHeader","id":"carrierHeader","title":"Volume Split by Carrier"},
+{"component":"PieChart","id":"carrierChart","labels":["FastFreight","NationHaul","BlueCarrier","ExpressLine"],"values":[38,27,21,14],"variant":"donut"},
+{"component":"Card","id":"volumeCard","children":["volumeHeader","volumeChart"]},
+{"component":"CardHeader","id":"volumeHeader","title":"Weekly Volume — Past 2 Months"},
+{"component":"LineChart","id":"volumeChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["vs1"],"xLabel":"Week","yLabel":"Shipments"},
+{"component":"Series","id":"vs1","category":"Shipments","values":[412,438,395,460,448,472,431,489]},
+{"component":"DialogBlock","id":"flagDialog","triggerLabel":"🚩 Flag a Shipment","title":"Flag Shipment for Review","description":"Select the shipment and describe the issue.","content":["flagForm"]},
+{"component":"Form","id":"flagForm","name":"flagShipment","buttons":"flagButtons","fields":["flagShipField","flagReasonField"]},
+{"component":"FormControl","id":"flagShipField","label":"Shipment ID","input":"flagShipSelect"},
+{"component":"Select","id":"flagShipSelect","name":"shipment","placeholder":"Select shipment","items":["fs1","fs2","fs3","fs4","fs5","fs6","fs7","fs8"]},
+{"component":"SelectItem","id":"fs1","value":"SHP-1041","label":"SHP-1041"},
+{"component":"SelectItem","id":"fs2","value":"SHP-1042","label":"SHP-1042"},
+{"component":"SelectItem","id":"fs3","value":"SHP-1050","label":"SHP-1050"},
+{"component":"SelectItem","id":"fs4","value":"SHP-1057","label":"SHP-1057"},
+{"component":"SelectItem","id":"fs5","value":"SHP-1060","label":"SHP-1060"},
+{"component":"SelectItem","id":"fs6","value":"SHP-1063","label":"SHP-1063"},
+{"component":"SelectItem","id":"fs7","value":"SHP-1068","label":"SHP-1068"},
+{"component":"SelectItem","id":"fs8","value":"SHP-1072","label":"SHP-1072"},
+{"component":"FormControl","id":"flagReasonField","label":"Reason","input":"flagReasonInput"},
+{"component":"TextArea","id":"flagReasonInput","name":"reason","placeholder":"Describe the issue (delay cause, damage, customs hold...)","rows":3},
+{"component":"Buttons","id":"flagButtons","buttons":["flagSubmit"]},
+{"component":"Button","id":"flagSubmit","label":"Submit Flag","variant":"primary"}
+]}}
+</a2ui-json>
+
+Coverage of your numbered requirements:
+
+1. **In-transit shipments** — table with origin, destination, ETA, and status for all 8 active loads
+2. **Delays called out** — warning banner listing the 3 delayed shipments with delay durations
+3. **On-time % this month** — 92.4% stat card with progress bar vs. 95% target
+4. **Volume by carrier** — donut chart across four carriers
+5. **Route search** — search form with origin→destination input plus optional carrier filter
+6. **Average cost per shipment** — $486.20 with month-over-month trend
+7. **Weekly volume (2 months)** — line chart spanning 8 weeks
+8. **Flag a shipment** — dialog with shipment selector and reason field
+9. **Last refreshed** — timestamp shown directly under the header
+
+Want me to add anything, like carrier cost breakdowns or a map view?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..2740994dc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-freight__r4.txt
@@ -0,0 +1,425 @@
+Here's the logistics coordinator board — one screen with all nine items covered: live in-transit table, delayed-load alerts, KPIs (on-time %, avg cost, delivered), carrier split donut, 8-week volume trend, route search, flag-a-shipment form, and a last-refreshed stamp.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1D4ED8",
+        "agentDisplayName": "Logistics Board"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerRow", "kpiRow", "delayedAlert", "searchCard", "tableCard", "chartsRow", "flagCard", "footerNote"]
+        },
+        {
+          "id": "headerRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["headerTitles", "refreshCol"]
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["onTimeCard", "costCard", "deliveredCard"]
+        },
+        {
+          "id": "delayedAlert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "2 shipments delayed",
+          "description": "SH-1043 (Seattle, WA → Portland, OR) — ~6h late, weather hold. SH-1045 (Newark, NJ → Boston, MA) — ~3h late, carrier mechanical issue."
+        },
+        {
+          "id": "searchCard",
+          "component": "Card",
+          "variant": "card",
+          "children": ["searchForm"]
+        },
+        {
+          "id": "tableCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["tableHeader", "transitTable"]
+        },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["carrierCard", "weeklyCard"]
+        },
+        {
+          "id": "flagCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["flagHeader", "flagForm"]
+        },
+        {
+          "id": "footerNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Source: TMS feed · Auto-refresh every 5 min · All times CT"
+        },
+        {
+          "id": "headerTitles",
+          "component": "CardHeader",
+          "title": "Logistics Coordinator Board",
+          "subtitle": "National network · All active lanes"
+        },
+        {
+          "id": "refreshCol",
+          "component": "Card",
+          "variant": "clear",
+          "gap": "xs",
+          "align": "end",
+          "children": ["refreshStamp", "refreshBtn"]
+        },
+        {
+          "id": "onTimeCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "weight": 1,
+          "children": ["onTimeTitle", "onTimeValue", "onTimeBar"]
+        },
+        {
+          "id": "costCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "weight": 1,
+          "children": ["costTitle", "costValue", "costSub"]
+        },
+        {
+          "id": "deliveredCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "weight": 1,
+          "children": ["delivTitle", "delivValue", "delivSub"]
+        },
+        {
+          "id": "searchForm",
+          "component": "Form",
+          "name": "routeSearch",
+          "fields": ["routeControl"],
+          "buttons": "searchButtons"
+        },
+        {
+          "id": "tableHeader",
+          "component": "CardHeader",
+          "title": "Shipments In Transit",
+          "subtitle": "5 active loads · 2 delayed"
+        },
+        {
+          "id": "transitTable",
+          "component": "Table",
+          "columns": ["colShip", "colOrigin", "colDest", "colEta", "colCarrier", "colStatus"]
+        },
+        {
+          "id": "carrierCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "weight": 1,
+          "children": ["carrierHeader", "carrierPie"]
+        },
+        {
+          "id": "weeklyCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "weight": 1,
+          "children": ["weeklyHeader", "weeklyLine"]
+        },
+        {
+          "id": "flagHeader",
+          "component": "CardHeader",
+          "title": "Flag a Shipment",
+          "subtitle": "Mark a load for review by the ops team"
+        },
+        {
+          "id": "flagForm",
+          "component": "Form",
+          "name": "flagShipment",
+          "fields": ["flagShipControl", "flagReasonControl"],
+          "buttons": "flagButtons"
+        },
+        {
+          "id": "refreshStamp",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Last refreshed: Oct 17 · 10:42 AM CT"
+        },
+        {
+          "id": "refreshBtn",
+          "component": "Button",
+          "label": "↻ Refresh",
+          "variant": "tertiary",
+          "size": "small"
+        },
+        {
+          "id": "onTimeTitle",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "ON-TIME THIS MONTH"
+        },
+        {
+          "id": "onTimeValue",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "87.4%"
+        },
+        {
+          "id": "onTimeBar",
+          "component": "Progress",
+          "value": 87.4,
+          "label": "Target: 90%"
+        },
+        {
+          "id": "costTitle",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "AVG COST / SHIPMENT"
+        },
+        {
+          "id": "costValue",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "$412.60"
+        },
+        {
+          "id": "costSub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "▼ 3.2% vs last month"
+        },
+        {
+          "id": "delivTitle",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "DELIVERED THIS MONTH"
+        },
+        {
+          "id": "delivValue",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "268"
+        },
+        {
+          "id": "delivSub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "▲ 8.1% vs last month"
+        },
+        {
+          "id": "routeControl",
+          "component": "FormControl",
+          "label": "Search by route",
+          "input": "routeInput",
+          "hint": "Origin, destination, or hub code — e.g. Chicago → Denver or CHI → DEN"
+        },
+        {
+          "id": "searchButtons",
+          "component": "Buttons",
+          "buttons": ["searchBtn"]
+        },
+        {
+          "id": "carrierHeader",
+          "component": "CardHeader",
+          "title": "Volume by Carrier",
+          "subtitle": "Share of loads this month"
+        },
+        {
+          "id": "carrierPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["FastFreight", "RoadRunner", "SkyHaul", "BlueLine", "Other"],
+          "values": [34, 28, 18, 12, 8]
+        },
+        {
+          "id": "weeklyHeader",
+          "component": "CardHeader",
+          "title": "Weekly Volume",
+          "subtitle": "Past 8 weeks"
+        },
+        {
+          "id": "weeklyLine",
+          "component": "LineChart",
+          "variant": "natural",
+          "labels": ["Aug W3", "Aug W4", "Sep W1", "Sep W2", "Sep W3", "Sep W4", "Oct W1", "Oct W2"],
+          "series": ["weeklySeries"],
+          "xLabel": "Week",
+          "yLabel": "Shipments"
+        },
+        {
+          "id": "flagShipControl",
+          "component": "FormControl",
+          "label": "Shipment",
+          "input": "flagSelect"
+        },
+        {
+          "id": "flagReasonControl",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flagReason"
+        },
+        {
+          "id": "flagButtons",
+          "component": "Buttons",
+          "buttons": ["flagBtn"]
+        },
+        {
+          "id": "routeInput",
+          "component": "Input",
+          "name": "route",
+          "placeholder": "e.g. Chicago → Denver",
+          "type": "text"
+        },
+        {
+          "id": "searchBtn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "primary"
+        },
+        {
+          "id": "weeklySeries",
+          "component": "Series",
+          "category": "Shipments",
+          "values": [118, 126, 131, 124, 140, 137, 152, 146]
+        },
+        {
+          "id": "flagSelect",
+          "component": "Select",
+          "name": "shipmentId",
+          "placeholder": "Select a shipment",
+          "items": ["opt1042", "opt1043", "opt1044", "opt1045", "opt1046"]
+        },
+        {
+          "id": "flagReason",
+          "component": "TextArea",
+          "name": "reason",
+          "placeholder": "Why is this shipment being flagged?",
+          "rows": 3
+        },
+        {
+          "id": "flagBtn",
+          "component": "Button",
+          "label": "Flag Shipment",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "colShip",
+          "component": "Col",
+          "label": "Shipment",
+          "type": "string",
+          "data": ["SH-1042", "SH-1043", "SH-1044", "SH-1045", "SH-1046"]
+        },
+        {
+          "id": "colOrigin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Chicago, IL", "Seattle, WA", "Dallas, TX", "Newark, NJ", "Phoenix, AZ"]
+        },
+        {
+          "id": "colDest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["Denver, CO", "Portland, OR", "Atlanta, GA", "Boston, MA", "Las Vegas, NV"]
+        },
+        {
+          "id": "colEta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Oct 17 · 14:30", "Oct 17 · 09:00", "Oct 18 · 16:45", "Oct 17 · 11:20", "Oct 18 · 08:15"]
+        },
+        {
+          "id": "colCarrier",
+          "component": "Col",
+          "label": "Carrier",
+          "type": "string",
+          "data": ["FastFreight", "SkyHaul", "RoadRunner", "BlueLine", "FastFreight"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Time", "Delayed", "On Time", "Delayed", "On Time"]
+        },
+        {
+          "id": "opt1042",
+          "component": "SelectItem",
+          "value": "SH-1042",
+          "label": "SH-1042 · Chicago → Denver"
+        },
+        {
+          "id": "opt1043",
+          "component": "SelectItem",
+          "value": "SH-1043",
+          "label": "SH-1043 · Seattle → Portland"
+        },
+        {
+          "id": "opt1044",
+          "component": "SelectItem",
+          "value": "SH-1044",
+          "label": "SH-1044 · Dallas → Atlanta"
+        },
+        {
+          "id": "opt1045",
+          "component": "SelectItem",
+          "value": "SH-1045",
+          "label": "SH-1045 · Newark → Boston"
+        },
+        {
+          "id": "opt1046",
+          "component": "SelectItem",
+          "value": "SH-1046",
+          "label": "SH-1046 · Phoenix → Las Vegas"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**How each item is covered:**
+1. **In-transit table** — shipment ID, origin, destination, ETA, carrier, and status for 5 active loads
+2. **Delayed call-outs** — red destructive alert naming SH-1043 and SH-1045 with delay reasons, mirrored in the table's status column
+3. **On-time %** — 87.4% KPI with a progress bar against the 90% target
+4. **Carrier split** — donut chart of volume share across 5 carriers
+5. **Route search** — form with route input (origin, destination, or hub code) + Search button
+6. **Avg cost** — $412.60 KPI with month-over-month trend
+7. **Weekly volume** — line chart spanning the last 8 weeks (Aug–Oct)
+8. **Flagging** — form with shipment selector, reason field, and destructive "Flag Shipment" action
+9. **Freshness** — "Last refreshed: Oct 17 · 10:42 AM CT" stamp in the header with a refresh button, plus auto-refresh note in the footer
+
+Want me to add pagination to the table, an export button, or drill-down detail per shipment?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..c8a62617e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r1.txt
@@ -0,0 +1,117 @@
+Here's a complete hiring overview dashboard for the HR lead:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hr-hiring-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "HR Hiring Overview"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hr-hiring-overview",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "statsRow", "mainRow", "chartsRow", "attritionCard", "newRoleCard", "followups"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Hiring Overview", "subtitle": "Q3 snapshot — updated today" },
+
+      { "id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["statHeadcount", "statTimeToHire", "statInterviews"] },
+      { "id": "statHeadcount", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statHeadcountTitle", "statHeadcountValue", "statHeadcountSub"] },
+      { "id": "statHeadcountTitle", "component": "TextContent", "text": "Current Headcount", "size": "small" },
+      { "id": "statHeadcountValue", "component": "TextContent", "text": "248", "size": "large-heavy" },
+      { "id": "statHeadcountSub", "component": "TextContent", "text": "+12 this quarter", "size": "small" },
+      { "id": "statTimeToHire", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statTthTitle", "statTthValue", "statTthSub"] },
+      { "id": "statTthTitle", "component": "TextContent", "text": "Avg. Time to Hire", "size": "small" },
+      { "id": "statTthValue", "component": "TextContent", "text": "32 days", "size": "large-heavy" },
+      { "id": "statTthSub", "component": "TextContent", "text": "Target: 28 days", "size": "small" },
+      { "id": "statInterviews", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statIntTitle", "statIntValue", "statIntSub"] },
+      { "id": "statIntTitle", "component": "TextContent", "text": "Interviews This Week", "size": "small" },
+      { "id": "statIntValue", "component": "TextContent", "text": "21", "size": "large-heavy" },
+      { "id": "statIntSub", "component": "TextContent", "text": "6 today · 9 panel · 12 final round", "size": "small" },
+
+      { "id": "mainRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["openRolesCard", "pipelineCard"] },
+
+      { "id": "openRolesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["openRolesHeader", "openRolesTable"] },
+      { "id": "openRolesHeader", "component": "CardHeader", "title": "Open Roles", "subtitle": "8 active requisitions" },
+      { "id": "openRolesTable", "component": "Table", "columns": ["colRole", "colDept", "colOpenings"] },
+      { "id": "colRole", "component": "Col", "label": "Role", "data": ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Account Executive", "Engineering Manager", "Customer Success Rep", "ML Engineer", "Marketing Specialist"], "type": "string" },
+      { "id": "colDept", "component": "Col", "label": "Department", "data": ["Engineering", "Design", "Data", "Sales", "Engineering", "Customer Success", "Engineering", "Marketing"], "type": "string" },
+      { "id": "colOpenings", "component": "Col", "label": "Openings", "data": [2, 1, 1, 2, 1, 2, 1, 1], "type": "number" },
+
+      { "id": "pipelineCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["pipelineHeader", "pipelineChart", "pipelineSeries"] },
+      { "id": "pipelineHeader", "component": "CardHeader", "title": "Candidate Pipeline", "subtitle": "Candidates at each stage" },
+      { "id": "pipelineChart", "component": "HorizontalBarChart", "labels": ["Applied", "Screening", "Interview", "Final Round", "Offer"], "series": ["pipelineSeries"], "xLabel": "Candidates", "yLabel": "Stage" },
+      { "id": "pipelineSeries", "component": "Series", "category": "Candidates", "values": [142, 58, 34, 12, 5] },
+
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["deptCard", "interviewsCard"] },
+
+      { "id": "deptCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["deptHeader", "deptChart"] },
+      { "id": "deptHeader", "component": "CardHeader", "title": "Headcount by Department", "subtitle": "248 total employees" },
+      { "id": "deptChart", "component": "PieChart", "labels": ["Engineering", "Sales", "Customer Success", "Marketing", "Data", "Design", "Operations"], "values": [96, 48, 32, 24, 18, 16, 14], "variant": "donut" },
+
+      { "id": "interviewsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["interviewsHeader", "interviewsChart", "interviewsSeries"] },
+      { "id": "interviewsHeader", "component": "CardHeader", "title": "Interviews Scheduled This Week", "subtitle": "Mon–Fri" },
+      { "id": "interviewsChart", "component": "BarChart", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri"], "series": ["interviewsSeries"], "xLabel": "Day", "yLabel": "Interviews" },
+      { "id": "interviewsSeries", "component": "Series", "category": "Interviews", "values": [3, 5, 6, 4, 3] },
+
+      { "id": "attritionCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["attritionHeader", "attritionChart", "attritionSeries"] },
+      { "id": "attritionHeader", "component": "CardHeader", "title": "Attrition — Past 6 Months", "subtitle": "Departures per month (voluntary + involuntary)" },
+      { "id": "attritionChart", "component": "LineChart", "labels": ["Apr", "May", "Jun", "Jul", "Aug", "Sep"], "series": ["attritionSeries"], "xLabel": "Month", "yLabel": "Departures" },
+      { "id": "attritionSeries", "component": "Series", "category": "Departures", "values": [4, 3, 6, 5, 3, 2] },
+
+      { "id": "newRoleCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["newRoleHeader", "newRoleForm", "newRoleButtons", "btnSubmit", "btnCancel", "fcTitle", "inTitle", "fcDept", "selDept", "selEng", "selDesign", "selData", "selSales", "selCS", "selMkt", "selOps", "fcLevel", "selLevel", "lvlJunior", "lvlMid", "lvlSenior", "lvlLead", "fcOpenings", "inOpenings", "fcNotes", "taNotes"] },
+      { "id": "newRoleHeader", "component": "CardHeader", "title": "Open a New Role", "subtitle": "Submit a new requisition for approval" },
+      { "id": "newRoleForm", "component": "Form", "name": "newRoleRequisition", "buttons": "newRoleButtons", "fields": ["fcTitle", "fcDept", "fcLevel", "fcOpenings", "fcNotes"] },
+      { "id": "fcTitle", "component": "FormControl", "label": "Job Title", "input": "inTitle", "hint": "e.g. Senior Backend Engineer" },
+      { "id": "inTitle", "component": "Input", "name": "jobTitle", "placeholder": "Enter job title", "type": "text", "rules": [{"required": true}] },
+      { "id": "fcDept", "component": "FormControl", "label": "Department", "input": "selDept" },
+      { "id": "selDept", "component": "Select", "name": "department", "placeholder": "Select department", "items": ["selEng", "selDesign", "selData", "selSales", "selCS", "selMkt", "selOps"], "rules": [{"required": true}] },
+      { "id": "selEng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+      { "id": "selDesign", "component": "SelectItem", "value": "design", "label": "Design" },
+      { "id": "selData", "component": "SelectItem", "value": "data", "label": "Data" },
+      { "id": "selSales", "component": "SelectItem", "value": "sales", "label": "Sales" },
+      { "id": "selCS", "component": "SelectItem", "value": "customer_success", "label": "Customer Success" },
+      { "id": "selMkt", "component": "SelectItem", "value": "marketing", "label": "Marketing" },
+      { "id": "selOps", "component": "SelectItem", "value": "operations", "label": "Operations" },
+      { "id": "fcLevel", "component": "FormControl", "label": "Seniority Level", "input": "selLevel" },
+      { "id": "selLevel", "component": "Select", "name": "level", "placeholder": "Select level", "items": ["lvlJunior", "lvlMid", "lvlSenior", "lvlLead"] },
+      { "id": "lvlJunior", "component": "SelectItem", "value": "junior", "label": "Junior" },
+      { "id": "lvlMid", "component": "SelectItem", "value": "mid", "label": "Mid-Level" },
+      { "id": "lvlSenior", "component": "SelectItem", "value": "senior", "label": "Senior" },
+      { "id": "lvlLead", "component": "SelectItem", "value": "lead", "label": "Lead / Manager" },
+      { "id": "fcOpenings", "component": "FormControl", "label": "Number of Openings", "input": "inOpenings" },
+      { "id": "inOpenings", "component": "Input", "name": "openings", "placeholder": "1", "type": "number" },
+      { "id": "fcNotes", "component": "FormControl", "label": "Justification / Notes", "input": "taNotes", "hint": "Why is this role needed?" },
+      { "id": "taNotes", "component": "TextArea", "name": "notes", "placeholder": "Add context for approvers…", "rows": 3 },
+      { "id": "newRoleButtons", "component": "Buttons", "buttons": ["btnSubmit", "btnCancel"], "direction": "row" },
+      { "id": "btnSubmit", "component": "Button", "label": "Submit Requisition", "variant": "primary", "size": "medium" },
+      { "id": "btnCancel", "component": "Button", "label": "Cancel", "variant": "tertiary", "size": "medium" },
+
+      { "id": "followups", "component": "FollowUpBlock", "items": ["fu1", "fu2", "fu3"] },
+      { "id": "fu1", "component": "FollowUpItem", "text": "Which roles have been open the longest?" },
+      { "id": "fu2", "component": "FollowUpItem", "text": "Show pipeline breakdown by department" },
+      { "id": "fu3", "component": "FollowUpItem", "text": "Compare attrition to last year" }
+    ]
+  }
+}
+</a2ui-json>
+
+This dashboard covers all 8 items:
+
+1. **Current headcount** — 248, with quarterly change
+2. **Open roles** — table with role, department, and openings for all 8 requisitions
+3. **Pipeline stages** — horizontal bar chart (Applied → Offer)
+4. **Average time to hire** — 32 days vs. 28-day target
+5. **Headcount by department** — donut chart across 7 departments
+6. **Interviews this week** — stat card plus day-by-day bar chart
+7. **Attrition (6 months)** — line chart of monthly departures
+8. **Open a new role** — full requisition form with title, department, level, openings, and justification
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..3ab3722d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r2.txt
@@ -0,0 +1,99 @@
+Here's a hiring overview dashboard covering all eight items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"HR Hiring Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpiRow","midRow","pipelineCard","bottomRow","attritionCard","newRoleCard"]},
+{"id":"header","component":"CardHeader","title":"Hiring Overview","subtitle":"HR Lead dashboard — Q3 snapshot"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["headcountCard","timeToHireCard","interviewsCard"]},
+{"id":"headcountCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["headcountTitle","headcountValue","headcountSub"],"weight":1},
+{"id":"headcountTitle","component":"TextContent","text":"**1. Current Headcount**","size":"small"},
+{"id":"headcountValue","component":"TextContent","text":"482","size":"large-heavy"},
+{"id":"headcountSub","component":"TextContent","text":"+12 this quarter","size":"small"},
+{"id":"timeToHireCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["tthTitle","tthValue","tthSub"],"weight":1},
+{"id":"tthTitle","component":"TextContent","text":"**4. Avg. Time to Hire**","size":"small"},
+{"id":"tthValue","component":"TextContent","text":"32 days","size":"large-heavy"},
+{"id":"tthSub","component":"TextContent","text":"-4 days vs. last quarter","size":"small"},
+{"id":"interviewsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["intTitle","intValue","intSub"],"weight":1},
+{"id":"intTitle","component":"TextContent","text":"**6. Interviews This Week**","size":"small"},
+{"id":"intValue","component":"TextContent","text":"27","size":"large-heavy"},
+{"id":"intSub","component":"TextContent","text":"9 today · 18 remaining","size":"small"},
+
+{"id":"midRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["rolesCard","deptSplitCard"]},
+{"id":"rolesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["rolesHeader","rolesTable"],"weight":1},
+{"id":"rolesHeader","component":"CardHeader","title":"2. Open Roles by Department","subtitle":"14 active requisitions"},
+{"id":"rolesTable","component":"Table","columns":["roleCol","deptCol","openingsCol"]},
+{"id":"roleCol","component":"Col","label":"Role","data":["Senior Backend Engineer","Product Designer","Data Analyst","Account Executive","DevOps Engineer","Marketing Manager"],"type":"string"},
+{"id":"deptCol","component":"Col","label":"Department","data":["Engineering","Design","Data","Sales","Engineering","Marketing"],"type":"string"},
+{"id":"openingsCol","component":"Col","label":"Openings","data":[3,2,1,4,2,2],"type":"number"},
+{"id":"deptSplitCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["deptHeader","deptChart"],"weight":1},
+{"id":"deptHeader","component":"CardHeader","title":"5. Headcount Split by Department"},
+{"id":"deptChart","component":"PieChart","labels":["Engineering","Sales","Marketing","Design","Data","Operations"],"values":[180,110,62,48,40,42],"variant":"donut"},
+
+{"id":"pipelineCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["pipelineHeader","pipelineChart","pipelineS1","pipelineS2"]},
+{"id":"pipelineHeader","component":"CardHeader","title":"3. Candidates per Pipeline Stage","subtitle":"Active candidates: 236"},
+{"id":"pipelineChart","component":"HorizontalBarChart","labels":["Applied","Screening","Interview","Final Round","Offer"],"series":["pipelineS1"],"xLabel":"Candidates"},
+{"id":"pipelineS1","component":"Series","category":"Candidates","values":[120,58,34,16,8]},
+{"id":"pipelineS2","component":"Series","category":"Unused","values":[0,0,0,0,0]},
+
+{"id":"bottomRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["weekInterviewsCard","attritionMiniCard"]},
+{"id":"weekInterviewsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["weekIntHeader","weekIntList"],"weight":1},
+{"id":"weekIntHeader","component":"CardHeader","title":"6. Interview Schedule — This Week"},
+{"id":"weekIntList","component":"ListBlock","variant":"number","items":["wi1","wi2","wi3","wi4"]},
+{"id":"wi1","component":"ListItem","title":"Mon — Backend Engineer, 2nd round","subtitle":"3 interviews · Panel: Eng team"},
+{"id":"wi2","component":"ListItem","title":"Tue — Product Designer, portfolio review","subtitle":"2 interviews · Design leads"},
+{"id":"wi3","component":"ListItem","title":"Wed — Account Executive, final round","subtitle":"4 interviews · VP Sales"},
+{"id":"wi4","component":"ListItem","title":"Thu–Fri — Mixed screens","subtitle":"18 interviews across all roles"},
+{"id":"attritionMiniCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["attrMiniHeader","attrMiniText","attrProgress"],"weight":1},
+{"id":"attrMiniHeader","component":"CardHeader","title":"7. Attrition — 6-Month Summary"},
+{"id":"attrMiniText","component":"TextContent","text":"23 departures over the past 6 months (annualized attrition rate ≈ 9.5%). Peak in May driven by the Sales org restructuring."},
+{"id":"attrProgress","component":"Progress","value":62,"label":"Attrition vs. 15% annual target"},
+
+{"id":"attritionCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["attrHeader","attrChart","attrSeries"]},
+{"id":"attrHeader","component":"CardHeader","title":"7. Attrition Over the Past Six Months","subtitle":"Monthly departures"},
+{"id":"attrChart","component":"LineChart","labels":["Apr","May","Jun","Jul","Aug","Sep"],"series":["attrSeries"],"xLabel":"Month","yLabel":"Departures"},
+{"id":"attrSeries","component":"Series","category":"Departures","values":[3,6,4,3,4,3]},
+
+{"id":"newRoleCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["newRoleHeader","newRoleForm"]},
+{"id":"newRoleHeader","component":"CardHeader","title":"8. Open a New Role","subtitle":"Submit a new requisition for approval"},
+{"id":"newRoleForm","component":"Form","name":"openRole","buttons":"formButtons","fields":["fcTitle","fcDept","fcLevel","fcHeadcount","fcJustification"]},
+{"id":"fcTitle","component":"FormControl","label":"Job Title","input":"inTitle","hint":"e.g., Senior Frontend Engineer"},
+{"id":"inTitle","component":"Input","name":"jobTitle","placeholder":"Enter job title","type":"text","rules":[{"required":true}]},
+{"id":"fcDept","component":"FormControl","label":"Department","input":"inDept"},
+{"id":"inDept","component":"Select","name":"department","placeholder":"Select department","items":["diEng","diSales","diMkt","diDesign","diData","diOps"],"rules":[{"required":true}]},
+{"id":"diEng","component":"SelectItem","value":"engineering","label":"Engineering"},
+{"id":"diSales","component":"SelectItem","value":"sales","label":"Sales"},
+{"id":"diMkt","component":"SelectItem","value":"marketing","label":"Marketing"},
+{"id":"diDesign","component":"SelectItem","value":"design","label":"Design"},
+{"id":"diData","component":"SelectItem","value":"data","label":"Data"},
+{"id":"diOps","component":"SelectItem","value":"operations","label":"Operations"},
+{"id":"fcLevel","component":"FormControl","label":"Seniority Level","input":"inLevel"},
+{"id":"inLevel","component":"RadioGroup","name":"level","items":["rlJunior","rlMid","rlSenior","rlLead"],"defaultValue":"mid"},
+{"id":"rlJunior","component":"RadioItem","label":"Junior","description":"0–2 years","value":"junior"},
+{"id":"rlMid","component":"RadioItem","label":"Mid","description":"2–5 years","value":"mid"},
+{"id":"rlSenior","component":"RadioItem","label":"Senior","description":"5–8 years","value":"senior"},
+{"id":"rlLead","component":"RadioItem","label":"Lead / Manager","description":"8+ years","value":"lead"},
+{"id":"fcHeadcount","component":"FormControl","label":"Number of Openings","input":"inHeadcount"},
+{"id":"inHeadcount","component":"Slider","name":"openings","variant":"discrete","min":1,"max":10,"step":1,"defaultValue":[1],"label":"Openings"},
+{"id":"fcJustification","component":"FormControl","label":"Business Justification","input":"inJustification","hint":"Why is this role needed now?"},
+{"id":"inJustification","component":"TextArea","name":"justification","placeholder":"Describe the need for this role...","rows":3,"rules":[{"required":true}]},
+{"id":"formButtons","component":"Buttons","buttons":["btnSubmit","btnCancel"]},
+{"id":"btnSubmit","component":"Button","label":"Submit Requisition","variant":"primary","action":[{"type":"submit","form":"openRole"}]},
+{"id":"btnCancel","component":"Button","label":"Cancel","variant":"secondary"}
+]}}
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Current headcount** — KPI card showing 482 (+12 this quarter)
+2. **Open roles with department** — table of 14 requisitions with role, department, and openings
+3. **Pipeline stages** — horizontal bar chart: Applied → Screening → Interview → Final → Offer
+4. **Average time to hire** — KPI card showing 32 days, trending down
+5. **Headcount by department** — donut chart across six departments
+6. **Interviews this week** — KPI card (27 total) plus a day-by-day schedule list
+7. **Attrition (6 months)** — line chart of monthly departures plus a summary card with the annualized rate
+8. **Open a new role** — a full requisition form with title, department, seniority, openings slider, justification, and submit/cancel actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..a510acdf5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r3.txt
@@ -0,0 +1,90 @@
+Here's a hiring overview dashboard covering all 8 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"HR Hiring Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","kpis","rowCharts","pipelineCard","attritionCard","interviewsCard","openRoleSection"]},
+{"id":"header","component":"CardHeader","title":"Hiring Overview","subtitle":"People operations snapshot — Q3"},
+
+{"id":"kpis","component":"Card","direction":"row","gap":"m","variant":"clear","children":["kpiHeadcount","kpiTimeToHire","kpiOpenRolesCount"]},
+{"id":"kpiHeadcount","component":"Card","variant":"sunk","gap":"xs","weight":1,"children":["kpiHeadcountLabel","kpiHeadcountValue"]},
+{"id":"kpiHeadcountLabel","component":"TextContent","text":"Current Headcount","size":"small"},
+{"id":"kpiHeadcountValue","component":"TextContent","text":"**248** employees","size":"large-heavy"},
+{"id":"kpiTimeToHire","component":"Card","variant":"sunk","gap":"xs","weight":1,"children":["kpiTTHLabel","kpiTTHValue"]},
+{"id":"kpiTTHLabel","component":"TextContent","text":"Avg. Time to Hire","size":"small"},
+{"id":"kpiTTHValue","component":"TextContent","text":"**32 days**","size":"large-heavy"},
+{"id":"kpiOpenRolesCount","component":"Card","variant":"sunk","gap":"xs","weight":1,"children":["kpiORLabel","kpiORValue"]},
+{"id":"kpiORLabel","component":"TextContent","text":"Open Roles","size":"small"},
+{"id":"kpiORValue","component":"TextContent","text":"**9** active","size":"large-heavy"},
+
+{"id":"rowCharts","component":"Card","direction":"row","gap":"m","variant":"clear","children":["deptSplitCard","openRolesCard"]},
+{"id":"deptSplitCard","component":"Card","weight":1,"gap":"s","children":["deptSplitHeader","deptSplitChart"]},
+{"id":"deptSplitHeader","component":"CardHeader","title":"Headcount by Department"},
+{"id":"deptSplitChart","component":"PieChart","variant":"donut","labels":["Engineering","Sales","Marketing","Product","People Ops","Finance"],"values":[102,58,26,24,20,18]},
+{"id":"openRolesCard","component":"Card","weight":1,"gap":"s","children":["openRolesHeader","openRolesTable"]},
+{"id":"openRolesHeader","component":"CardHeader","title":"Open Roles"},
+{"id":"openRolesTable","component":"Table","columns":["colRole","colDept","colStatus"]},
+{"id":"colRole","component":"Col","label":"Role","data":["Senior Backend Engineer","Product Designer","Account Executive","Data Analyst","Engineering Manager","Marketing Manager","DevOps Engineer","Customer Success Rep","Finance Analyst"]},
+{"id":"colDept","component":"Col","label":"Department","data":["Engineering","Product","Sales","Data","Engineering","Marketing","Engineering","Sales","Finance"]},
+{"id":"colStatus","component":"Col","label":"Status","data":["Sourcing","Onsite","Offer","Screening","Sourcing","Onsite","Screening","Sourcing","Offer"]},
+
+{"id":"pipelineCard","component":"Card","gap":"s","children":["pipelineHeader","pipelineChart","pipelineSeries"]},
+{"id":"pipelineHeader","component":"CardHeader","title":"Candidates by Pipeline Stage"},
+{"id":"pipelineChart","component":"HorizontalBarChart","labels":["Applied","Screening","Interview","Onsite","Offer"],"series":["pipelineSeries"],"xLabel":"Candidates","yLabel":"Stage"},
+{"id":"pipelineSeries","component":"Series","category":"Candidates","values":[184,62,28,12,5]},
+
+{"id":"attritionCard","component":"Card","gap":"s","children":["attritionHeader","attritionChart","attritionSeries"]},
+{"id":"attritionHeader","component":"CardHeader","title":"Attrition — Past 6 Months","subtitle":"Monthly departures"},
+{"id":"attritionChart","component":"LineChart","variant":"natural","labels":["Apr","May","Jun","Jul","Aug","Sep"],"series":["attritionSeries"],"xLabel":"Month","yLabel":"Departures"},
+{"id":"attritionSeries","component":"Series","category":"Departures","values":[4,3,5,2,4,3]},
+
+{"id":"interviewsCard","component":"Card","gap":"s","children":["interviewsHeader","interviewsList"]},
+{"id":"interviewsHeader","component":"CardHeader","title":"Interviews Scheduled This Week","subtitle":"11 interviews across 6 roles"},
+{"id":"interviewsList","component":"ListBlock","variant":"number","items":["int1","int2","int3","int4","int5"]},
+{"id":"int1","component":"ListItem","title":"Mon 10:00 — A. Chen","subtitle":"Senior Backend Engineer · Technical screen"},
+{"id":"int2","component":"ListItem","title":"Tue 14:00 — M. Okafor","subtitle":"Product Designer · Portfolio review"},
+{"id":"int3","component":"ListItem","title":"Wed 11:30 — S. Ramirez","subtitle":"Account Executive · Onsite panel"},
+{"id":"int4","component":"ListItem","title":"Thu 09:00 — J. Park","subtitle":"Data Analyst · Hiring manager round"},
+{"id":"int5","component":"ListItem","title":"Fri 15:00 — L. Novak","subtitle":"Engineering Manager · Final round"},
+
+{"id":"openRoleSection","component":"Card","variant":"sunk","gap":"m","children":["openRoleHeader","openRoleForm"]},
+{"id":"openRoleHeader","component":"CardHeader","title":"Open a New Role","subtitle":"Submit a requisition for approval"},
+{"id":"openRoleForm","component":"Form","name":"newRoleForm","fields":["fcTitle","fcDept","fcLevel","fcJustification"],"buttons":"formButtons"},
+{"id":"fcTitle","component":"FormControl","label":"Role Title","input":"inTitle","hint":"e.g. Senior Frontend Engineer"},
+{"id":"inTitle","component":"Input","name":"roleTitle","placeholder":"Job title","type":"text","rules":[{"required":true}]},
+{"id":"fcDept","component":"FormControl","label":"Department","input":"inDept"},
+{"id":"inDept","component":"Select","name":"department","placeholder":"Select department","items":["deptEng","deptProd","deptSales","deptMkt","deptPeople","deptFin"],"rules":[{"required":true}]},
+{"id":"deptEng","component":"SelectItem","value":"engineering","label":"Engineering"},
+{"id":"deptProd","component":"SelectItem","value":"product","label":"Product"},
+{"id":"deptSales","component":"SelectItem","value":"sales","label":"Sales"},
+{"id":"deptMkt","component":"SelectItem","value":"marketing","label":"Marketing"},
+{"id":"deptPeople","component":"SelectItem","value":"people","label":"People Ops"},
+{"id":"deptFin","component":"SelectItem","value":"finance","label":"Finance"},
+{"id":"fcLevel","component":"FormControl","label":"Level","input":"inLevel"},
+{"id":"inLevel","component":"RadioGroup","name":"level","items":["lvlJunior","lvlMid","lvlSenior"],"defaultValue":"mid"},
+{"id":"lvlJunior","component":"RadioItem","label":"Junior","description":"0–2 years experience","value":"junior"},
+{"id":"lvlMid","component":"RadioItem","label":"Mid","description":"2–5 years experience","value":"mid"},
+{"id":"lvlSenior","component":"RadioItem","label":"Senior","description":"5+ years experience","value":"senior"},
+{"id":"fcJustification","component":"FormControl","label":"Business Justification","input":"inJustification"},
+{"id":"inJustification","component":"TextArea","name":"justification","placeholder":"Why is this role needed?","rows":3},
+{"id":"formButtons","component":"Buttons","buttons":["btnSubmit","btnCancel"]},
+{"id":"btnSubmit","component":"Button","label":"Submit Requisition","variant":"primary","action":[{"event":"submit","form":"newRoleForm"}]},
+{"id":"btnCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Current headcount** — KPI card (248 employees)
+2. **Open roles with department** — table listing all 9 roles with their departments and status
+3. **Candidates per pipeline stage** — horizontal bar chart (Applied → Offer)
+4. **Average time to hire** — KPI card (32 days)
+5. **Headcount by department** — donut chart
+6. **Interviews this week** — numbered list of 5 scheduled interviews
+7. **Attrition over 6 months** — line chart of monthly departures
+8. **Open a new role** — requisition form with title, department, level, justification, and submit action
+
+Want me to adjust the sample data, add filters by department, or include an approval workflow for the requisition form?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..79988cbb8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-hr__r4.txt
@@ -0,0 +1,84 @@
+Here's a hiring overview dashboard covering all eight items:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"HR Hiring Overview"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpiRow","pipelineCard","chartsRow","attritionCard","interviewsCard","openRolesBtn"]},
+    {"id":"header","component":"CardHeader","title":"Hiring Overview","subtitle":"People Operations · Q3 snapshot"},
+    {"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiHeadcount","kpiTimeToHire","kpiInterviews"]},
+    {"id":"kpiHeadcount","component":"Card","variant":"card","direction":"column","gap":"xs","children":["kpiHeadcountTitle","kpiHeadcountVal","kpiHeadcountSub"],"weight":1},
+    {"id":"kpiHeadcountTitle","component":"TextContent","text":"Current Headcount","size":"small"},
+    {"id":"kpiHeadcountVal","component":"TextContent","text":"**248**","size":"large-heavy"},
+    {"id":"kpiHeadcountSub","component":"TextContent","text":"+12 this quarter","size":"small"},
+    {"id":"kpiTimeToHire","component":"Card","variant":"card","direction":"column","gap":"xs","children":["kpiTthTitle","kpiTthVal","kpiTthSub"],"weight":1},
+    {"id":"kpiTthTitle","component":"TextContent","text":"Avg. Time to Hire","size":"small"},
+    {"id":"kpiTthVal","component":"TextContent","text":"**32 days**","size":"large-heavy"},
+    {"id":"kpiTthSub","component":"TextContent","text":"4 days faster than last quarter","size":"small"},
+    {"id":"kpiInterviews","component":"Card","variant":"card","direction":"column","gap":"xs","children":["kpiIntTitle","kpiIntVal","kpiIntSub"],"weight":1},
+    {"id":"kpiIntTitle","component":"TextContent","text":"Interviews This Week","size":"small"},
+    {"id":"kpiIntVal","component":"TextContent","text":"**18**","size":"large-heavy"},
+    {"id":"kpiIntSub","component":"TextContent","text":"6 today · 12 remaining","size":"small"},
+    {"id":"pipelineCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["pipelineHeader","pipelineChart","pipelineSeries"]},
+    {"id":"pipelineHeader","component":"CardHeader","title":"Candidates by Pipeline Stage"},
+    {"id":"pipelineChart","component":"HorizontalBarChart","labels":["Applied","Screening","Interview","Offer","Hired"],"series":["pipelineSeries"],"xLabel":"Candidates"},
+    {"id":"pipelineSeries","component":"Series","category":"Candidates","values":[142,58,31,9,5]},
+    {"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["deptCard","openRolesCard"]},
+    {"id":"deptCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["deptHeader","deptChart"],"weight":1},
+    {"id":"deptHeader","component":"CardHeader","title":"Headcount by Department"},
+    {"id":"deptChart","component":"PieChart","labels":["Engineering","Sales","Marketing","Operations","People","Finance"],"values":[98,52,28,34,18,18],"variant":"donut"},
+    {"id":"openRolesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["openRolesHeader","openRolesTable","colRole","colDept","colOpenings"],"weight":1},
+    {"id":"openRolesHeader","component":"CardHeader","title":"Open Roles"},
+    {"id":"openRolesTable","component":"Table","columns":["colRole","colDept","colOpenings"]},
+    {"id":"colRole","component":"Col","label":"Role","data":["Senior Backend Engineer","Product Designer","Account Executive","Data Analyst","People Partner"],"type":"string"},
+    {"id":"colDept","component":"Col","label":"Department","data":["Engineering","Engineering","Sales","Operations","People"],"type":"string"},
+    {"id":"colOpenings","component":"Col","label":"Openings","data":[2,1,3,1,1],"type":"number"},
+    {"id":"attritionCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["attritionHeader","attritionChart","attritionSeries"]},
+    {"id":"attritionHeader","component":"CardHeader","title":"Attrition — Past 6 Months","subtitle":"Monthly departures"},
+    {"id":"attritionChart","component":"LineChart","labels":["Apr","May","Jun","Jul","Aug","Sep"],"series":["attritionSeries"],"yLabel":"Departures"},
+    {"id":"attritionSeries","component":"Series","category":"Departures","values":[4,3,5,2,3,2]},
+    {"id":"interviewsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["interviewsHeader","interviewsList","int1","int2","int3","int4"]},
+    {"id":"interviewsHeader","component":"CardHeader","title":"Interviews Scheduled This Week"},
+    {"id":"interviewsList","component":"ListBlock","items":["int1","int2","int3","int4"],"variant":"number"},
+    {"id":"int1","component":"ListItem","title":"A. Chen — Senior Backend Engineer","subtitle":"Tue 10:00 · Panel round · Engineering"},
+    {"id":"int2","component":"ListItem","title":"M. Okafor — Account Executive","subtitle":"Wed 14:30 · Hiring manager · Sales"},
+    {"id":"int3","component":"ListItem","title":"S. Rivera — Product Designer","subtitle":"Thu 11:00 · Portfolio review · Engineering"},
+    {"id":"int4","component":"ListItem","title":"J. Kim — Data Analyst","subtitle":"Fri 09:30 · Final round · Operations"},
+    {"id":"openRolesBtn","component":"DialogBlock","triggerLabel":"+ Open a New Role","title":"Open a New Role","description":"Fill in the details to post a new opening.","content":["newRoleForm","newRoleButtons","btnSubmitRole","btnCancelRole","fcRoleTitle","inputRoleTitle","fcDept","selectDept","deptEng","deptSales","deptMkt","deptOps","deptPeople","deptFin","fcLevel","selectLevel","lvlIC","lvlSenior","lvlLead","fcDesc","inputDesc"]},
+    {"id":"newRoleForm","component":"Form","name":"newRole","buttons":"newRoleButtons","fields":["fcRoleTitle","fcDept","fcLevel","fcDesc"]},
+    {"id":"newRoleButtons","component":"Buttons","buttons":["btnSubmitRole","btnCancelRole"],"direction":"row"},
+    {"id":"btnSubmitRole","component":"Button","label":"Post Role","variant":"primary","action":[{"type":"submit","form":"newRole"}]},
+    {"id":"btnCancelRole","component":"Button","label":"Cancel","variant":"tertiary"},
+    {"id":"fcRoleTitle","component":"FormControl","label":"Role Title","input":"inputRoleTitle"},
+    {"id":"inputRoleTitle","component":"Input","name":"roleTitle","placeholder":"e.g. Senior Backend Engineer","rules":[{"required":true}]},
+    {"id":"fcDept","component":"FormControl","label":"Department","input":"selectDept"},
+    {"id":"selectDept","component":"Select","name":"department","placeholder":"Select department","items":["deptEng","deptSales","deptMkt","deptOps","deptPeople","deptFin"],"rules":[{"required":true}]},
+    {"id":"deptEng","component":"SelectItem","value":"engineering","label":"Engineering"},
+    {"id":"deptSales","component":"SelectItem","value":"sales","label":"Sales"},
+    {"id":"deptMkt","component":"SelectItem","value":"marketing","label":"Marketing"},
+    {"id":"deptOps","component":"SelectItem","value":"operations","label":"Operations"},
+    {"id":"deptPeople","component":"SelectItem","value":"people","label":"People"},
+    {"id":"deptFin","component":"SelectItem","value":"finance","label":"Finance"},
+    {"id":"fcLevel","component":"FormControl","label":"Level","input":"selectLevel"},
+    {"id":"selectLevel","component":"Select","name":"level","placeholder":"Select level","items":["lvlIC","lvlSenior","lvlLead"]},
+    {"id":"lvlIC","component":"SelectItem","value":"ic","label":"Individual Contributor"},
+    {"id":"lvlSenior","component":"SelectItem","value":"senior","label":"Senior"},
+    {"id":"lvlLead","component":"SelectItem","value":"lead","label":"Lead / Manager"},
+    {"id":"fcDesc","component":"FormControl","label":"Job Description","input":"inputDesc","hint":"Brief summary of responsibilities"},
+    {"id":"inputDesc","component":"TextArea","name":"description","rows":4,"placeholder":"Describe the role..."}
+  ]}}
+]
+</a2ui-json>
+
+This dashboard covers all eight requirements:
+
+1. **Current headcount** — KPI card (248, +12 this quarter)
+2. **Open roles with department** — table listing each role, its department, and openings
+3. **Pipeline stages** — horizontal bar chart from Applied → Hired
+4. **Average time to hire** — KPI card (32 days, trending down)
+5. **Headcount by department** — donut chart split across six departments
+6. **Interviews this week** — KPI count plus a scheduled list with times and rounds
+7. **Attrition (6 months)** — line chart of monthly departures
+8. **Open a new role** — dialog with a form (title, department, level, description) and a Post Role action
+
+Want me to adjust the sample data, add filters by department, or include an offer-acceptance rate metric?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..5d77b9dc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r1.txt
@@ -0,0 +1,75 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"analytics","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Training Analytics"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"analytics","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","cohortFilter","kpis","chartsRow","atRiskCard","messageCard"]},
+{"id":"header","component":"CardHeader","title":"Training Platform Analytics","subtitle":"Overview of learner activity, performance, and engagement"},
+{"id":"cohortFilter","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["cohortLabel","cohortSelect"]},
+{"id":"cohortLabel","component":"TextContent","text":"**Narrow to cohort:**"},
+{"id":"cohortSelect","component":"Select","name":"cohort","placeholder":"All cohorts","items":["cAll","cJan","cFeb","cMar"],"value":"all"},
+{"id":"cAll","component":"SelectItem","value":"all","label":"All cohorts"},
+{"id":"cJan","component":"SelectItem","value":"jan","label":"January 2025 Cohort"},
+{"id":"cFeb","component":"SelectItem","value":"feb","label":"February 2025 Cohort"},
+{"id":"cMar","component":"SelectItem","value":"mar","label":"March 2025 Cohort"},
+{"id":"kpis","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpi1","kpi2","kpi3"]},
+{"id":"kpi1","component":"Card","variant":"card","children":["kpi1t","kpi1v"],"weight":1},
+{"id":"kpi1t","component":"TextContent","text":"Active Learners This Week","size":"small"},
+{"id":"kpi1v","component":"TextContent","text":"**1,284** ↑ 8% vs last week","size":"large"},
+{"id":"kpi2","component":"Card","variant":"card","children":["kpi2t","kpi2v","kpi2p"],"weight":1},
+{"id":"kpi2t","component":"TextContent","text":"Course Completion Rate","size":"small"},
+{"id":"kpi2v","component":"TextContent","text":"**72%**","size":"large"},
+{"id":"kpi2p","component":"Progress","value":72,"label":"of enrolled learners"},
+{"id":"kpi3","component":"Card","variant":"card","children":["kpi3t","kpi3v"],"weight":1},
+{"id":"kpi3t","component":"TextContent","text":"Average Quiz Score","size":"small"},
+{"id":"kpi3v","component":"TextContent","text":"**81.4 / 100** across 3,902 attempts","size":"large"},
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["enrollCard","engagementCard"]},
+{"id":"enrollCard","component":"Card","children":["enrollHeader","enrollChart"],"weight":1},
+{"id":"enrollHeader","component":"CardHeader","title":"Courses Ranked by Enrollment"},
+{"id":"enrollChart","component":"HorizontalBarChart","labels":["Intro to Python","Data Analysis 101","Project Mgmt Basics","Advanced SQL","UX Fundamentals"],"series":["enrollSeries"],"yLabel":"Enrolled learners"},
+{"id":"enrollSeries","component":"Series","category":"Enrollment","values":[542,431,388,276,203]},
+{"id":"engagementCard","component":"Card","children":["engHeader","engChart"],"weight":1},
+{"id":"engHeader","component":"CardHeader","title":"Engagement — Past 8 Weeks"},
+{"id":"engChart","component":"LineChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["engActive","engQuiz"],"xLabel":"Week","yLabel":"Learners"},
+{"id":"engActive","component":"Series","category":"Active learners","values":[980,1040,1110,1075,1180,1220,1190,1284]},
+{"id":"engQuiz","component":"Series","category":"Quiz submissions","values":[620,700,760,730,810,880,850,940]},
+{"id":"atRiskCard","component":"Card","children":["atRiskHeader","atRiskAlert","atRiskTable"]},
+{"id":"atRiskHeader","component":"CardHeader","title":"Learners at Risk of Dropping Out","subtitle":"No activity in 10+ days or quiz score below 50%"},
+{"id":"atRiskAlert","component":"Alert","variant":"warning","title":"14 learners flagged","description":"Consider sending a re-engagement message to the affected cohorts."},
+{"id":"atRiskTable","component":"Table","columns":["colName","colCohort","colCourse","colLast","colScore","colRisk"]},
+{"id":"colName","component":"Col","label":"Learner","data":["A. Rivera","J. Okafor","M. Chen","S. Patel","L. Gomez"]},
+{"id":"colCohort","component":"Col","label":"Cohort","data":["Feb 2025","Jan 2025","Mar 2025","Feb 2025","Jan 2025"]},
+{"id":"colCourse","component":"Col","label":"Course","data":["Advanced SQL","Intro to Python","UX Fundamentals","Data Analysis 101","Project Mgmt Basics"]},
+{"id":"colLast","component":"Col","label":"Last Active","data":["14 days ago","11 days ago","18 days ago","12 days ago","21 days ago"]},
+{"id":"colScore","component":"Col","label":"Avg Quiz Score","type":"number","data":[42,58,35,61,47]},
+{"id":"colRisk","component":"Col","label":"Risk Level","data":["High","Medium","High","Medium","High"]},
+{"id":"messageCard","component":"Card","children":["msgHeader","msgForm"]},
+{"id":"msgHeader","component":"CardHeader","title":"Message a Cohort","subtitle":"Send an announcement or re-engagement note"},
+{"id":"msgForm","component":"Form","name":"messageCohort","fields":["msgTarget","msgSubject","msgBody"],"buttons":"msgButtons"},
+{"id":"msgTarget","component":"FormControl","label":"Target cohort","input":"msgSelect","hint":"Only members of this cohort will receive the message."},
+{"id":"msgSelect","component":"Select","name":"targetCohort","placeholder":"Select cohort","items":["mJan","mFeb","mMar","mAll"]},
+{"id":"mJan","component":"SelectItem","value":"jan","label":"January 2025 Cohort"},
+{"id":"mFeb","component":"SelectItem","value":"feb","label":"February 2025 Cohort"},
+{"id":"mMar","component":"SelectItem","value":"mar","label":"March 2025 Cohort"},
+{"id":"mAll","component":"SelectItem","value":"all","label":"All cohorts"},
+{"id":"msgSubject","component":"FormControl","label":"Subject","input":"msgSubjectInput"},
+{"id":"msgSubjectInput","component":"Input","name":"subject","placeholder":"e.g., We miss you! Continue your course","type":"text"},
+{"id":"msgBody","component":"FormControl","label":"Message","input":"msgBodyInput"},
+{"id":"msgBodyInput","component":"TextArea","name":"body","placeholder":"Write your message to the cohort…","rows":4},
+{"id":"msgButtons","component":"Buttons","buttons":["msgSend","msgCancel"]},
+{"id":"msgSend","component":"Button","label":"Send Message","variant":"primary"},
+{"id":"msgCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+The dashboard covers all eight requirements:
+
+1. **Active learners this week** — KPI card showing 1,284 with week-over-week trend
+2. **Course completion rate** — KPI card with a 72% progress bar
+3. **Average quiz score** — KPI card (81.4/100 across 3,902 attempts)
+4. **Courses ranked by enrollment** — horizontal bar chart, ideal for ranked lists
+5. **Learners at risk of dropping out** — warning alert plus a table with last-active date, quiz scores, and risk level
+6. **Narrow to one cohort** — cohort selector at the top of the screen
+7. **Engagement across the past eight weeks** — dual-series line chart (active learners + quiz submissions)
+8. **Message a cohort** — form with target cohort, subject, body, and send/cancel actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..cfe06e961
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r2.txt
@@ -0,0 +1,72 @@
+Here's a training analytics dashboard covering all eight items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"training-analytics","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Training Analytics"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"training-analytics","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","cohortBar","statsRow","chartsRow","tablesRow","messageCard","followups"]},
+{"id":"header","component":"CardHeader","title":"Training Platform Analytics","subtitle":"Overview of learner activity, performance, and engagement"},
+{"id":"cohortBar","component":"Card","direction":"row","gap":"m","align":"center","children":["cohortLabel","cohortSelect"]},
+{"id":"cohortLabel","component":"TextContent","text":"**Filter by cohort:**","size":"small-heavy"},
+{"id":"cohortSelect","component":"Select","name":"cohort","placeholder":"All cohorts","items":["ci1","ci2","ci3","ci4"]},
+{"id":"ci1","component":"SelectItem","value":"all","label":"All cohorts"},
+{"id":"ci2","component":"SelectItem","value":"jan2025","label":"January 2025 cohort"},
+{"id":"ci3","component":"SelectItem","value":"feb2025","label":"February 2025 cohort"},
+{"id":"ci4","component":"SelectItem","value":"mar2025","label":"March 2025 cohort"},
+{"id":"statsRow","component":"Card","direction":"row","gap":"m","children":["stat1","stat2","stat3"]},
+{"id":"stat1","component":"Card","direction":"column","gap":"xs","children":["stat1h","stat1v","stat1s"],"weight":1},
+{"id":"stat1h","component":"TextContent","text":"Active Learners This Week","size":"small"},
+{"id":"stat1v","component":"TextContent","text":"1,284","size":"large-heavy"},
+{"id":"stat1s","component":"TextContent","text":"▲ 8% vs last week","size":"small"},
+{"id":"stat2","component":"Card","direction":"column","gap":"xs","children":["stat2h","stat2v","stat2p"],"weight":1},
+{"id":"stat2h","component":"TextContent","text":"Course Completion Rate","size":"small"},
+{"id":"stat2v","component":"TextContent","text":"72%","size":"large-heavy"},
+{"id":"stat2p","component":"Progress","value":72,"label":"Completion"},
+{"id":"stat3","component":"Card","direction":"column","gap":"xs","children":["stat3h","stat3v","stat3p"],"weight":1},
+{"id":"stat3h","component":"TextContent","text":"Average Quiz Score","size":"small"},
+{"id":"stat3v","component":"TextContent","text":"81 / 100","size":"large-heavy"},
+{"id":"stat3p","component":"Progress","value":81,"label":"Avg score"},
+{"id":"chartsRow","component":"Card","direction":"column","gap":"m","children":["engHeader","engChart","engS1"]},
+{"id":"engHeader","component":"CardHeader","title":"Engagement — Past 8 Weeks","subtitle":"Weekly active learners"},
+{"id":"engChart","component":"LineChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["engS1"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},
+{"id":"engS1","component":"Series","category":"Active learners","values":[980,1040,1110,1060,1180,1230,1195,1284]},
+{"id":"tablesRow","component":"Card","direction":"row","gap":"m","children":["rankCard","riskCard"]},
+{"id":"rankCard","component":"Card","direction":"column","gap":"m","children":["rankHeader","rankChart","rankS1"],"weight":1},
+{"id":"rankHeader","component":"CardHeader","title":"Courses Ranked by Enrollment"},
+{"id":"rankChart","component":"HorizontalBarChart","labels":["Intro to Python","Data Viz Basics","Project Mgmt 101","UX Fundamentals","SQL for Analysts"],"series":["rankS1"],"xLabel":"Enrollments"},
+{"id":"rankS1","component":"Series","category":"Enrollments","values":[542,431,388,342,296]},
+{"id":"riskCard","component":"Card","direction":"column","gap":"m","children":["riskHeader","riskTable","rc1","rc2","rc3"],"weight":1},
+{"id":"riskHeader","component":"CardHeader","title":"Learners at Risk of Dropping Out","subtitle":"No activity in 10+ days or quiz score below 50%"},
+{"id":"riskTable","component":"Table","columns":["rc1","rc2","rc3"]},
+{"id":"rc1","component":"Col","label":"Learner","data":["A. Nguyen","B. Okafor","C. Ramirez","D. Kim","E. Silva"]},
+{"id":"rc2","component":"Col","label":"Last active (days)","data":[14,11,18,10,21],"type":"number"},
+{"id":"rc3","component":"Col","label":"Avg quiz %","data":[42,48,35,51,29],"type":"number"},
+{"id":"messageCard","component":"Card","direction":"column","gap":"m","children":["msgHeader","msgForm"]},
+{"id":"msgHeader","component":"CardHeader","title":"Message a Cohort","subtitle":"Send an announcement or nudge to a selected cohort"},
+{"id":"msgForm","component":"Form","name":"messageCohort","fields":["mf1","mf2"],"buttons":"msgButtons"},
+{"id":"mf1","component":"FormControl","label":"Cohort","input":"msgCohort"},
+{"id":"msgCohort","component":"Select","name":"targetCohort","placeholder":"Choose a cohort","items":["mi1","mi2","mi3"]},
+{"id":"mi1","component":"SelectItem","value":"jan2025","label":"January 2025 cohort"},
+{"id":"mi2","component":"SelectItem","value":"feb2025","label":"February 2025 cohort"},
+{"id":"mi3","component":"SelectItem","value":"mar2025","label":"March 2025 cohort"},
+{"id":"mf2","component":"FormControl","label":"Message","input":"msgBody","hint":"This will be sent to all learners in the cohort."},
+{"id":"msgBody","component":"TextArea","name":"message","placeholder":"Type your message...","rows":4},
+{"id":"msgButtons","component":"Buttons","buttons":["sendBtn"]},
+{"id":"sendBtn","component":"Button","label":"Send Message","variant":"primary"},
+{"id":"followups","component":"FollowUpBlock","items":["fu1","fu2"]},
+{"id":"fu1","component":"FollowUpItem","text":"Show details for the at-risk learners"},
+{"id":"fu2","component":"FollowUpItem","text":"Compare cohorts side by side"}
+]}}
+</a2ui-json>
+
+The dashboard covers all eight requirements:
+1. **Active learners this week** — stat card (1,284, +8%)
+2. **Course completion rate** — stat card with progress bar (72%)
+3. **Average quiz score** — stat card (81/100)
+4. **Courses ranked by enrollment** — horizontal bar chart
+5. **Learners at risk** — table with last-active days and quiz scores
+6. **Cohort filter** — dropdown to narrow the view to one cohort
+7. **8-week engagement** — line chart of weekly active learners
+8. **Message a cohort** — form with cohort selector, message field, and send button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..d581e789e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r3.txt
@@ -0,0 +1,80 @@
+Here's a complete training analytics dashboard covering all 8 items:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"training-analytics","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Training Analytics"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"training-analytics","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","cohortFilter","kpiRow","chartsRow","tablesRow","messageCard"]},
+    {"id":"header","component":"CardHeader","title":"Training Platform Analytics","subtitle":"Live overview of learner activity, performance, and risk signals"},
+    {"id":"cohortFilter","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["cohortControl","applyBtn"]},
+    {"id":"cohortControl","component":"FormControl","label":"Narrow to cohort","input":"cohortSelect","hint":"Metrics below update for the selected cohort"},
+    {"id":"cohortSelect","component":"Select","name":"cohort","placeholder":"All cohorts","items":["cAll","cJan","cFeb","cMar"]},
+    {"id":"cAll","component":"SelectItem","value":"all","label":"All cohorts"},
+    {"id":"cJan","component":"SelectItem","value":"jan-2025","label":"January 2025"},
+    {"id":"cFeb","component":"SelectItem","value":"feb-2025","label":"February 2025"},
+    {"id":"cMar","component":"SelectItem","value":"mar-2025","label":"March 2025"},
+    {"id":"applyBtn","component":"Button","label":"Apply filter","variant":"primary","action":[{"action":"filterCohort"}]},
+    {"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpi1","kpi2","kpi3"]},
+    {"id":"kpi1","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi1Label","kpi1Value","kpi1Sub"]},
+    {"id":"kpi1Label","component":"TextContent","text":"Active learners this week","size":"small"},
+    {"id":"kpi1Value","component":"TextContent","text":"1,284","size":"large-heavy"},
+    {"id":"kpi1Sub","component":"Tag","text":"+8.2% vs last week","variant":"success","size":"sm"},
+    {"id":"kpi2","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi2Label","kpi2Value","kpi2Sub"]},
+    {"id":"kpi2Label","component":"TextContent","text":"Course completion rate","size":"small"},
+    {"id":"kpi2Value","component":"TextContent","text":"67%","size":"large-heavy"},
+    {"id":"kpi2Sub","component":"Progress","value":67,"label":"Target: 75%"},
+    {"id":"kpi3","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi3Label","kpi3Value","kpi3Sub"]},
+    {"id":"kpi3Label","component":"TextContent","text":"Average quiz score","size":"small"},
+    {"id":"kpi3Value","component":"TextContent","text":"78.4 / 100","size":"large-heavy"},
+    {"id":"kpi3Sub","component":"Tag","text":"Stable","variant":"info","size":"sm"},
+    {"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["engagementCard","enrollCard"]},
+    {"id":"engagementCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["engagementHeader","engagementChart","engS1","engS2"]},
+    {"id":"engagementHeader","component":"CardHeader","title":"Engagement — past 8 weeks","subtitle":"Weekly active learners vs. quiz attempts"},
+    {"id":"engagementChart","component":"LineChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["engS1","engS2"],"variant":"natural","xLabel":"Week","yLabel":"Count"},
+    {"id":"engS1","component":"Series","category":"Active learners","values":[980,1040,1105,1075,1160,1210,1195,1284]},
+    {"id":"engS2","component":"Series","category":"Quiz attempts","values":[620,700,760,730,810,880,850,940]},
+    {"id":"enrollCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["enrollHeader","enrollChart","enrollS1"]},
+    {"id":"enrollHeader","component":"CardHeader","title":"Courses ranked by enrollment"},
+    {"id":"enrollChart","component":"HorizontalBarChart","labels":["Data Science Basics","Intro to Python","Leadership 101","UX Fundamentals","Advanced SQL"],"series":["enrollS1"],"yLabel":"Enrollments"},
+    {"id":"enrollS1","component":"Series","category":"Enrollments","values":[542,498,376,341,289]},
+    {"id":"tablesRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["riskCard","riskNote"]},
+    {"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["riskHeader","riskTable","riskColName","riskColCohort","riskColLast","riskColScore","riskColRisk"]},
+    {"id":"riskHeader","component":"CardHeader","title":"Learners at risk of dropping out","subtitle":"No activity in 10+ days or failing quiz average"},
+    {"id":"riskTable","component":"Table","columns":["riskColName","riskColCohort","riskColLast","riskColScore","riskColRisk"]},
+    {"id":"riskColName","component":"Col","label":"Learner","data":["A. Okafor","M. Chen","S. Rivera","J. Novak","L. Haddad"],"type":"string"},
+    {"id":"riskColCohort","component":"Col","label":"Cohort","data":["Jan 2025","Feb 2025","Jan 2025","Mar 2025","Feb 2025"],"type":"string"},
+    {"id":"riskColLast","component":"Col","label":"Days inactive","data":[14,11,18,12,21],"type":"number"},
+    {"id":"riskColScore","component":"Col","label":"Avg quiz score","data":[41,55,38,62,47],"type":"number"},
+    {"id":"riskColRisk","component":"Col","label":"Risk level","data":["High","Medium","High","Medium","High"],"type":"string"},
+    {"id":"riskNote","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["riskAlert","riskText"]},
+    {"id":"riskAlert","component":"Alert","title":"5 learners need outreach","description":"High-risk learners respond best to a personal message within 48 hours.","variant":"warning"},
+    {"id":"riskText","component":"TextContent","text":"Risk is computed from inactivity, quiz average below 60, and missed deadlines. Use the message tool below to re-engage a cohort.","size":"small"},
+    {"id":"messageCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["msgHeader","msgForm","msgCohortControl","msgCohortSelect","mcAll","mcJan","mcFeb","mcMar","msgSubjectControl","msgSubject","msgBodyControl","msgBody","msgButtons","msgSend","msgDraft"]},
+    {"id":"msgHeader","component":"CardHeader","title":"Message a cohort","subtitle":"Send an announcement or nudge to learners in a cohort"},
+    {"id":"msgForm","component":"Form","name":"messageCohort","buttons":"msgButtons","fields":["msgCohortControl","msgSubjectControl","msgBodyControl"]},
+    {"id":"msgCohortControl","component":"FormControl","label":"Recipient cohort","input":"msgCohortSelect"},
+    {"id":"msgCohortSelect","component":"Select","name":"recipientCohort","placeholder":"Choose a cohort","items":["mcAll","mcJan","mcFeb","mcMar"],"rules":[{"required":true}]},
+    {"id":"mcAll","component":"SelectItem","value":"all","label":"All cohorts"},
+    {"id":"mcJan","component":"SelectItem","value":"jan-2025","label":"January 2025"},
+    {"id":"mcFeb","component":"SelectItem","value":"feb-2025","label":"February 2025"},
+    {"id":"mcMar","component":"SelectItem","value":"mar-2025","label":"March 2025"},
+    {"id":"msgSubjectControl","component":"FormControl","label":"Subject","input":"msgSubject"},
+    {"id":"msgSubject","component":"Input","name":"subject","placeholder":"e.g. Keep going — you're close to finishing!","type":"text","rules":[{"required":true}]},
+    {"id":"msgBodyControl","component":"FormControl","label":"Message","input":"msgBody","hint":"Learners receive this via email and in-app notification"},
+    {"id":"msgBody","component":"TextArea","name":"body","placeholder":"Write your message to the cohort…","rows":4,"rules":[{"required":true}]},
+    {"id":"msgButtons","component":"Buttons","buttons":["msgSend","msgDraft"],"direction":"row"},
+    {"id":"msgSend","component":"Button","label":"Send message","variant":"primary","action":[{"action":"sendCohortMessage"}]},
+    {"id":"msgDraft","component":"Button","label":"Save draft","variant":"secondary","action":[{"action":"saveDraft"}]}
+  ]}}
+]
+</a2ui-json>
+
+**How each item is covered:**
+1. **Active learners this week** — KPI card (1,284, +8.2% trend)
+2. **Course completion rate** — KPI card with progress bar vs. target
+3. **Average quiz score** — KPI card (78.4/100)
+4. **Courses ranked by enrollment** — Horizontal bar chart, ranked descending
+5. **Learners at risk** — Table with inactivity days, quiz scores, risk level + alert
+6. **Narrow to one cohort** — Cohort selector with Apply filter button
+7. **Engagement past 8 weeks** — Dual-series line chart (active learners + quiz attempts)
+8. **Message a cohort** — Full form with recipient cohort, subject, body, and send/draft actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..dca5fef70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-learning__r4.txt
@@ -0,0 +1,96 @@
+Here's a complete training analytics dashboard covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Training Analytics" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "gap": "m", "children": ["header", "cohortFilter", "statsRow", "chartsRow", "riskCard", "messageCard"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Training Platform Analytics", "subtitle": "Overview of learner activity, performance, and risk" },
+
+        { "id": "cohortFilter", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["cohortLabel", "cohortSelect"] },
+        { "id": "cohortLabel", "component": "Label", "text": "Filter by cohort:" },
+        { "id": "cohortSelect", "component": "Select", "name": "cohort", "placeholder": "All cohorts", "items": ["cohortAll", "cohortJan", "cohortFeb", "cohortMar"] },
+        { "id": "cohortAll", "component": "SelectItem", "value": "all", "label": "All cohorts" },
+        { "id": "cohortJan", "component": "SelectItem", "value": "jan", "label": "January 2025" },
+        { "id": "cohortFeb", "component": "SelectItem", "value": "feb", "label": "February 2025" },
+        { "id": "cohortMar", "component": "SelectItem", "value": "mar", "label": "March 2025" },
+
+        { "id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["statLearners", "statCompletion", "statQuiz"] },
+        { "id": "statLearners", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["statLearnersTitle", "statLearnersValue", "statLearnersTag"] },
+        { "id": "statLearnersTitle", "component": "TextContent", "text": "Active Learners This Week", "size": "small" },
+        { "id": "statLearnersValue", "component": "TextContent", "text": "1,284", "size": "large-heavy" },
+        { "id": "statLearnersTag", "component": "Tag", "text": "+8% vs last week", "variant": "success", "size": "sm" },
+        { "id": "statCompletion", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["statCompletionTitle", "statCompletionValue", "statCompletionProgress"] },
+        { "id": "statCompletionTitle", "component": "TextContent", "text": "Course Completion Rate", "size": "small" },
+        { "id": "statCompletionValue", "component": "TextContent", "text": "72%", "size": "large-heavy" },
+        { "id": "statCompletionProgress", "component": "Progress", "value": 72, "label": "of enrolled learners" },
+        { "id": "statQuiz", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["statQuizTitle", "statQuizValue", "statQuizTag"] },
+        { "id": "statQuizTitle", "component": "TextContent", "text": "Average Quiz Score", "size": "small" },
+        { "id": "statQuizValue", "component": "TextContent", "text": "81.4%", "size": "large-heavy" },
+        { "id": "statQuizTag", "component": "Tag", "text": "+2.1 pts", "variant": "info", "size": "sm" },
+
+        { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["enrollmentCard", "engagementCard"] },
+        { "id": "enrollmentCard", "component": "Card", "variant": "card", "gap": "s", "weight": 1, "children": ["enrollmentHeader", "enrollmentChart"] },
+        { "id": "enrollmentHeader", "component": "CardHeader", "title": "Courses Ranked by Enrollment" },
+        { "id": "enrollmentChart", "component": "HorizontalBarChart", "labels": ["Data Science Basics", "Leadership 101", "Advanced Python", "UX Fundamentals", "Agile Project Mgmt"], "series": ["enrollmentSeries"], "yLabel": "Enrolled learners" },
+        { "id": "enrollmentSeries", "component": "Series", "category": "Enrollment", "values": [412, 356, 298, 244, 187] },
+        { "id": "engagementCard", "component": "Card", "variant": "card", "gap": "s", "weight": 1, "children": ["engagementHeader", "engagementChart"] },
+        { "id": "engagementHeader", "component": "CardHeader", "title": "Engagement — Past 8 Weeks", "subtitle": "Weekly active learners and quiz attempts" },
+        { "id": "engagementChart", "component": "LineChart", "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], "series": ["engagementActive", "engagementQuiz"], "variant": "natural", "xLabel": "Week", "yLabel": "Count" },
+        { "id": "engagementActive", "component": "Series", "category": "Active learners", "values": [980, 1050, 1120, 1080, 1190, 1240, 1210, 1284] },
+        { "id": "engagementQuiz", "component": "Series", "category": "Quiz attempts", "values": [640, 720, 760, 700, 830, 890, 910, 960] },
+
+        { "id": "riskCard", "component": "Card", "variant": "card", "gap": "s", "children": ["riskHeader", "riskAlert", "riskTable"] },
+        { "id": "riskHeader", "component": "CardHeader", "title": "Learners at Risk of Dropping Out", "subtitle": "No activity in 7+ days or failing quiz scores" },
+        { "id": "riskAlert", "component": "Alert", "variant": "warning", "title": "23 learners flagged", "description": "These learners show declining engagement and may need outreach." },
+        { "id": "riskTable", "component": "Table", "columns": ["riskColName", "riskColCourse", "riskColLastActive", "riskColScore"] },
+        { "id": "riskColName", "component": "Col", "label": "Learner", "data": ["Aisha Khan", "Marco Ruiz", "Elena Petrova", "Sam O'Brien", "Yuki Tanaka"] },
+        { "id": "riskColCourse", "component": "Col", "label": "Course", "data": ["Advanced Python", "Leadership 101", "Data Science Basics", "UX Fundamentals", "Agile Project Mgmt"] },
+        { "id": "riskColLastActive", "component": "Col", "label": "Last Active", "data": ["12 days ago", "9 days ago", "15 days ago", "8 days ago", "11 days ago"] },
+        { "id": "riskColScore", "component": "Col", "label": "Avg Quiz Score", "data": [48, 55, 42, 61, 50], "type": "number" },
+
+        { "id": "messageCard", "component": "Card", "variant": "card", "gap": "s", "children": ["messageHeader", "messageForm"] },
+        { "id": "messageHeader", "component": "CardHeader", "title": "Message a Cohort", "subtitle": "Send an announcement or nudge to a learner group" },
+        { "id": "messageForm", "component": "Form", "name": "messageCohort", "fields": ["msgCohortControl", "msgSubjectControl", "msgBodyControl"], "buttons": "msgButtons" },
+        { "id": "msgCohortControl", "component": "FormControl", "label": "Cohort", "input": "msgCohortSelect" },
+        { "id": "msgCohortSelect", "component": "Select", "name": "targetCohort", "placeholder": "Select cohort", "items": ["msgCohortAll", "msgCohortJan", "msgCohortFeb", "msgCohortMar", "msgCohortRisk"] },
+        { "id": "msgCohortAll", "component": "SelectItem", "value": "all", "label": "All learners" },
+        { "id": "msgCohortJan", "component": "SelectItem", "value": "jan", "label": "January 2025" },
+        { "id": "msgCohortFeb", "component": "SelectItem", "value": "feb", "label": "February 2025" },
+        { "id": "msgCohortMar", "component": "SelectItem", "value": "mar", "label": "March 2025" },
+        { "id": "msgCohortRisk", "component": "SelectItem", "value": "at-risk", "label": "At-risk learners (23)" },
+        { "id": "msgSubjectControl", "component": "FormControl", "label": "Subject", "input": "msgSubject" },
+        { "id": "msgSubject", "component": "Input", "name": "subject", "placeholder": "e.g. We miss you! Jump back in", "type": "text" },
+        { "id": "msgBodyControl", "component": "FormControl", "label": "Message", "input": "msgBody" },
+        { "id": "msgBody", "component": "TextArea", "name": "body", "placeholder": "Write your message to the cohort...", "rows": 4 },
+        { "id": "msgButtons", "component": "Buttons", "buttons": ["msgSend", "msgDraft"] },
+        { "id": "msgSend", "component": "Button", "label": "Send Message", "variant": "primary", "action": ["send_cohort_message"] },
+        { "id": "msgDraft", "component": "Button", "label": "Save Draft", "variant": "secondary", "action": ["save_draft"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The dashboard covers all eight items:
+
+1. **Active learners this week** — stat card with 1,284 learners and a trend tag
+2. **Course completion rate** — stat card showing 72% with a progress bar
+3. **Average quiz score** — stat card at 81.4% with a delta tag
+4. **Courses ranked by enrollment** — horizontal bar chart, ideal for ranked lists
+5. **At-risk learners** — warning alert plus a table with names, courses, last-active dates, and scores
+6. **Cohort filter** — a Select at the top to narrow the view to one cohort
+7. **8-week engagement** — dual-series line chart (active learners + quiz attempts)
+8. **Message a cohort** — a form with cohort selector (including an at-risk option), subject, body, and send/draft actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..4c3433d3f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,71 @@
+Here's a marketing manager's weekly dashboard covering all eight items:
+
+<a2ui-json>
+[
+  {"version": "v0.9", "createSurface": {"surfaceId": "marketing-dashboard", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#7C3AED", "agentDisplayName": "Marketing Dashboard"}}},
+  {"version": "v0.9", "updateComponents": {
+    "surfaceId": "marketing-dashboard",
+    "components": [
+      {"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header-row", "kpi-row", "visitors-card", "sources-card", "campaigns-card", "best-campaign", "subscribers-card", "export-card"]},
+
+      {"id": "header-row", "component": "Card", "variant": "card", "direction": "row", "align": "center", "justify": "between", "gap": "m", "children": ["header-texts", "daterange-control"]},
+      {"id": "header-texts", "component": "CardHeader", "title": "Weekly Marketing Dashboard", "subtitle": "Performance overview for your selected period"},
+      {"id": "daterange-control", "component": "DatePicker", "name": "dateRange", "mode": "range", "value": ["2024-05-06", "2024-05-12"]},
+
+      {"id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["visitors-kpi", "conversion-kpi", "subscribers-kpi"]},
+      {"id": "visitors-kpi", "component": "Card", "variant": "card", "gap": "xs", "children": ["visitors-kpi-header", "visitors-kpi-value"]},
+      {"id": "visitors-kpi-header", "component": "CardHeader", "title": "Site Visitors (30 days)", "subtitle": "Total unique visitors"},
+      {"id": "visitors-kpi-value", "component": "TextContent", "text": "**128,400** (+12.4% vs prior period)", "size": "large"},
+      {"id": "conversion-kpi", "component": "Card", "variant": "card", "gap": "xs", "children": ["conversion-kpi-header", "conversion-progress"]},
+      {"id": "conversion-kpi-header", "component": "CardHeader", "title": "Conversion Rate", "subtitle": "Visitors to signups, current 4.8% (+0.6 pts)"},
+      {"id": "conversion-progress", "component": "Progress", "value": 48, "label": "4.8% of 10% goal"},
+      {"id": "subscribers-kpi", "component": "Card", "variant": "card", "gap": "xs", "children": ["subscribers-kpi-header", "subscribers-kpi-value"]},
+      {"id": "subscribers-kpi-header", "component": "CardHeader", "title": "Email Subscribers", "subtitle": "Growth this month"},
+      {"id": "subscribers-kpi-value", "component": "TextContent", "text": "**+2,340** new subscribers (42,150 total)", "size": "large"},
+
+      {"id": "visitors-card", "component": "Card", "variant": "card", "gap": "s", "children": ["visitors-header", "visitors-chart", "visitors-series"]},
+      {"id": "visitors-header", "component": "CardHeader", "title": "Site Visitors — Last 30 Days", "subtitle": "Daily unique visitors"},
+      {"id": "visitors-chart", "component": "LineChart", "labels": ["Apr 13", "Apr 16", "Apr 19", "Apr 22", "Apr 25", "Apr 28", "May 1", "May 4", "May 7", "May 10"], "series": ["visitors-series"], "variant": "natural", "xLabel": "Date", "yLabel": "Visitors"},
+      {"id": "visitors-series", "component": "Series", "category": "Unique visitors", "values": [3200, 3800, 3500, 4100, 4600, 4300, 5100, 4800, 5500, 5900]},
+
+      {"id": "sources-card", "component": "Card", "variant": "card", "gap": "s", "children": ["sources-header", "sources-chart"]},
+      {"id": "sources-header", "component": "CardHeader", "title": "Top 5 Traffic Sources", "subtitle": "Share of total sessions"},
+      {"id": "sources-chart", "component": "PieChart", "labels": ["Organic Search", "Paid Ads", "Social Media", "Email", "Referral"], "values": [38, 24, 18, 12, 8], "variant": "donut"},
+
+      {"id": "campaigns-card", "component": "Card", "variant": "card", "gap": "s", "children": ["campaigns-header", "campaigns-table", "camp-col-name", "camp-col-channel", "camp-col-spend", "camp-col-status"]},
+      {"id": "campaigns-header", "component": "CardHeader", "title": "Running Campaigns", "subtitle": "Active campaigns and spend this period"},
+      {"id": "campaigns-table", "component": "Table", "columns": ["camp-col-name", "camp-col-channel", "camp-col-spend", "camp-col-status"]},
+      {"id": "camp-col-name", "component": "Col", "label": "Campaign", "data": ["Spring Sale Blast", "Brand Awareness Q2", "Retargeting — Cart Abandoners", "Webinar Promo", "New Product Teaser"]},
+      {"id": "camp-col-channel", "component": "Col", "label": "Channel", "data": ["Email", "Paid Social", "Display Ads", "LinkedIn", "Paid Search"]},
+      {"id": "camp-col-spend", "component": "Col", "label": "Spend ($)", "type": "number", "data": [4200, 9800, 3600, 2100, 7400]},
+      {"id": "camp-col-status", "component": "Col", "label": "Status", "data": ["Active", "Active", "Active", "Active", "Active"]},
+
+      {"id": "best-campaign", "component": "Callout", "variant": "success", "title": "🏆 Best Performing Campaign: Retargeting — Cart Abandoners", "description": "Highest ROI at 6.2x with a 9.4% conversion rate on just $3,600 spend. Consider increasing budget allocation next week."},
+
+      {"id": "subscribers-card", "component": "Card", "variant": "card", "gap": "s", "children": ["subscribers-chart-header", "subscribers-chart", "subscribers-series"]},
+      {"id": "subscribers-chart-header", "component": "CardHeader", "title": "Email Subscriber Growth — This Month", "subtitle": "Cumulative subscribers in May"},
+      {"id": "subscribers-chart", "component": "AreaChart", "labels": ["May 1", "May 3", "May 5", "May 7", "May 9", "May 11"], "series": ["subscribers-series"], "variant": "natural", "xLabel": "Date", "yLabel": "Subscribers"},
+      {"id": "subscribers-series", "component": "Series", "category": "Total subscribers", "values": [39810, 40200, 40850, 41400, 41900, 42150]},
+
+      {"id": "export-card", "component": "Card", "variant": "card", "direction": "row", "align": "center", "justify": "between", "children": ["export-text", "export-buttons"]},
+      {"id": "export-text", "component": "TextContent", "text": "Need this report offline? Export the full dashboard for the selected date range."},
+      {"id": "export-buttons", "component": "Buttons", "buttons": ["export-pdf", "export-csv"]},
+      {"id": "export-pdf", "component": "Button", "label": "Export as PDF", "variant": "primary", "action": [{"action": "exportReport", "format": "pdf"}]},
+      {"id": "export-csv", "component": "Button", "label": "Export as CSV", "variant": "secondary", "action": [{"action": "exportReport", "format": "csv"}]}
+    ]
+  }}
+]
+</a2ui-json>
+
+This dashboard covers all eight requirements:
+
+1. **Site visitors (30 days)** — line chart of daily uniques plus a KPI card with total and trend
+2. **Conversion rate** — KPI card with progress bar against goal
+3. **Top 5 traffic sources** — donut chart with share percentages
+4. **Running campaigns** — table with spend per campaign
+5. **Best performing campaign** — success callout highlighting the retargeting campaign
+6. **Date range selector** — range DatePicker in the header
+7. **Email subscriber growth** — KPI card plus area chart of monthly cumulative growth
+8. **Export** — PDF and CSV export buttons
+
+Want me to add a channel-level ROAS chart or campaign filters next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..f307ad6ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,57 @@
+Here's a marketing weekly dashboard covering all 8 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Marketing Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard","components":[
+{"id":"root","component":"Card","variant":"clear","gap":"l","children":["headerCard","kpiCard","visitorsCard","sourcesCard","campaignsCard","subsCard","exportCard"]},
+
+{"id":"headerCard","component":"Card","variant":"card","gap":"m","children":["header","dateControl","dateRange","dateButtons"]},
+{"id":"header","component":"CardHeader","title":"Marketing Weekly Dashboard","subtitle":"Performance overview — week of May 12–18, 2025"},
+{"id":"dateControl","component":"FormControl","label":"Date Range (item 6)","input":"dateRange","hint":"Pick a custom range or use a preset below"},
+{"id":"dateRange","component":"DatePicker","name":"dateRange","mode":"range","value":["2025-04-19","2025-05-18"]},
+{"id":"dateButtons","component":"Buttons","buttons":["btn7","btn30","btn90"]},
+{"id":"btn7","component":"Button","label":"Last 7 days","variant":"secondary","size":"small"},
+{"id":"btn30","component":"Button","label":"Last 30 days","variant":"primary","size":"small"},
+{"id":"btn90","component":"Button","label":"Last 90 days","variant":"secondary","size":"small"},
+
+{"id":"kpiCard","component":"Card","variant":"card","gap":"s","children":["kpiHeader","kpiText"]},
+{"id":"kpiHeader","component":"CardHeader","title":"Conversion Rate (item 2)","subtitle":"Visitors → signups, last 30 days"},
+{"id":"kpiText","component":"TextContent","text":"## 3.8% ⬆ +0.4 pts vs prior period\n42,300 signups from 1.11M visitors."},
+
+{"id":"visitorsCard","component":"Card","variant":"card","gap":"s","children":["visitorsHeader","visitorsChart","visitorsSeries"]},
+{"id":"visitorsHeader","component":"CardHeader","title":"Site Visitors — Last 30 Days (item 1)","subtitle":"Daily unique visitors"},
+{"id":"visitorsChart","component":"AreaChart","labels":["Apr 19","Apr 22","Apr 25","Apr 28","May 1","May 4","May 7","May 10","May 13","May 16","May 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},
+{"id":"visitorsSeries","component":"Series","category":"Visitors","values":[28400,30100,27900,33200,36800,34100,38900,41200,37600,43500,44800]},
+
+{"id":"sourcesCard","component":"Card","variant":"card","gap":"s","children":["sourcesHeader","sourcesChart","sourcesSeries"]},
+{"id":"sourcesHeader","component":"CardHeader","title":"Top 5 Traffic Sources (item 3)","subtitle":"Share of total sessions"},
+{"id":"sourcesChart","component":"HorizontalBarChart","labels":["Organic Search","Paid Social","Direct","Email","Referral"],"series":["sourcesSeries"],"yLabel":"Share %"},
+{"id":"sourcesSeries","component":"Series","category":"Share %","values":[38,24,16,13,9]},
+
+{"id":"campaignsCard","component":"Card","variant":"card","gap":"s","children":["campaignsHeader","bestCallout","campaignsTable","colName","colSpend","colClicks","colConv"]},
+{"id":"campaignsHeader","component":"CardHeader","title":"Running Campaigns & Spend (item 4)","subtitle":"Active this week"},
+{"id":"bestCallout","component":"Callout","variant":"success","title":"🏆 Best Performer: Spring Launch — Email (item 5)","description":"5.9% conversion rate, 2.1× ROAS — highest of all active campaigns. Consider increasing budget by 15%."},
+{"id":"campaignsTable","component":"Table","columns":["colName","colSpend","colClicks","colConv"]},
+{"id":"colName","component":"Col","label":"Campaign","data":["Spring Launch — Email","Retargeting — Meta","Search Ads — Brand","Influencer Push — IG","Webinar Promo — LinkedIn"],"type":"string"},
+{"id":"colSpend","component":"Col","label":"Spend ($)","data":[4200,6800,5100,3400,2600],"type":"number"},
+{"id":"colClicks","component":"Col","label":"Clicks","data":[18400,22600,15300,9800,4100],"type":"number"},
+{"id":"colConv","component":"Col","label":"Conv. Rate %","data":[5.9,3.1,4.2,2.4,3.6],"type":"number"},
+
+{"id":"subsCard","component":"Card","variant":"card","gap":"s","children":["subsHeader","subsChart","subsSeries"]},
+{"id":"subsHeader","component":"CardHeader","title":"Email Subscriber Growth — This Month (item 7)","subtitle":"Net new subscribers per week"},
+{"id":"subsChart","component":"BarChart","labels":["Week 1","Week 2","Week 3"],"series":["subsSeries"],"yLabel":"New subscribers"},
+{"id":"subsSeries","component":"Series","category":"New subscribers","values":[1240,1580,1830]},
+
+{"id":"exportCard","component":"Card","variant":"card","gap":"s","children":["exportHeader","exportButtons","btnCsv","btnPdf","btnLink"]},
+{"id":"exportHeader","component":"CardHeader","title":"Export Report (item 8)"},
+{"id":"exportButtons","component":"Buttons","buttons":["btnCsv","btnPdf","btnLink"]},
+{"id":"btnCsv","component":"Button","label":"Download CSV","variant":"primary"},
+{"id":"btnPdf","component":"Button","label":"Download PDF","variant":"secondary"},
+{"id":"btnLink","component":"Button","label":"Copy Share Link","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+All 8 items are covered: **1)** area chart of daily visitors over 30 days, **2)** conversion rate KPI, **3)** top 5 traffic sources with share bars, **4)** campaigns table with spend, **5)** best performer callout, **6)** date range picker plus presets, **7)** subscriber growth bar chart, **8)** export buttons (CSV, PDF, share link).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..4ff3b7d93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,60 @@
+Here's a single-screen marketing dashboard covering all eight items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C5CE7","agentDisplayName":"Marketing Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard","components":[
+{"id":"root","component":"Card","children":["header","dateRow","kpiRow","visitorsCard","convCard","sourcesCard","campaignsCard","bestCard","subsCard","exportRow"],"direction":"column","gap":"m"},
+{"id":"header","component":"CardHeader","title":"Weekly Marketing Dashboard","subtitle":"Performance overview · Last 30 days"},
+{"id":"dateRow","component":"Card","children":["dateLabel","datePicker"],"direction":"row","align":"center","justify":"between","variant":"sunk"},
+{"id":"dateLabel","component":"TextContent","text":"**1. Date range** — adjust the reporting window:"},
+{"id":"datePicker","component":"DatePicker","name":"dateRange","mode":"range","value":["2025-05-15","2025-06-14"]},
+{"id":"kpiRow","component":"Card","children":["kpiVisitors","kpiConv","kpiSubs"],"direction":"row","gap":"m","variant":"clear"},
+{"id":"kpiVisitors","component":"Card","children":["kpiVisitorsText"],"variant":"card","weight":1},
+{"id":"kpiVisitorsText","component":"TextContent","text":"**Site Visitors (30d)**\n\n# 128,430\n▲ 12.4% vs prior period"},
+{"id":"kpiConv","component":"Card","children":["kpiConvText"],"variant":"card","weight":1},
+{"id":"kpiConvText","component":"TextContent","text":"**Conversion Rate**\n\n# 3.8%\n▲ 0.4 pts vs prior period"},
+{"id":"kpiSubs","component":"Card","children":["kpiSubsText"],"variant":"card","weight":1},
+{"id":"kpiSubsText","component":"TextContent","text":"**Email Subscribers (this month)**\n\n# +2,146\n▲ 8.1% growth"},
+{"id":"visitorsCard","component":"Card","children":["visitorsHeader","visitorsChart","visitorsSeries"],"variant":"card"},
+{"id":"visitorsHeader","component":"CardHeader","title":"Site Visitors — Last 30 Days"},
+{"id":"visitorsChart","component":"AreaChart","labels":["W1","W2","W3","W4"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Week","yLabel":"Visitors"},
+{"id":"visitorsSeries","component":"Series","category":"Visitors","values":[27500,31200,33800,35930]},
+{"id":"convCard","component":"Card","children":["convHeader","convChart","convSeries"],"variant":"card"},
+{"id":"convHeader","component":"CardHeader","title":"Conversion Rate Trend"},
+{"id":"convChart","component":"LineChart","labels":["W1","W2","W3","W4"],"series":["convSeries"],"variant":"linear","xLabel":"Week","yLabel":"Conversion %"},
+{"id":"convSeries","component":"Series","category":"Conversion %","values":[3.2,3.5,3.6,3.8]},
+{"id":"sourcesCard","component":"Card","children":["sourcesHeader","sourcesChart"],"variant":"card"},
+{"id":"sourcesHeader","component":"CardHeader","title":"Top 5 Traffic Sources — Share of Visits"},
+{"id":"sourcesChart","component":"PieChart","labels":["Organic Search","Paid Ads","Social","Email","Referral"],"values":[38,24,18,12,8],"variant":"donut"},
+{"id":"campaignsCard","component":"Card","children":["campaignsHeader","campaignsTable","colName","colStatus","colSpend"],"variant":"card"},
+{"id":"campaignsHeader","component":"CardHeader","title":"Running Campaigns & Spend"},
+{"id":"campaignsTable","component":"Table","columns":["colName","colStatus","colSpend"]},
+{"id":"colName","component":"Col","label":"Campaign","data":["Summer Launch","Retargeting Q2","Brand Awareness","Webinar Promo"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Active","Active","Active","Paused"],"type":"string"},
+{"id":"colSpend","component":"Col","label":"Spend (USD)","data":[12400,8600,15200,3400],"type":"number"},
+{"id":"bestCard","component":"Card","children":["bestCallout"],"variant":"card"},
+{"id":"bestCallout","component":"Callout","variant":"success","title":"🏆 Best Performing Campaign: Summer Launch","description":"ROAS of 5.2x · 4.6% conversion rate · $12,400 spend generating $64,480 in attributed revenue."},
+{"id":"subsCard","component":"Card","children":["subsHeader","subsChart","subsSeries"],"variant":"card"},
+{"id":"subsHeader","component":"CardHeader","title":"Email Subscriber Growth — This Month"},
+{"id":"subsChart","component":"BarChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subsSeries"],"variant":"grouped","xLabel":"Week","yLabel":"New Subscribers"},
+{"id":"subsSeries","component":"Series","category":"New Subscribers","values":[410,520,586,630]},
+{"id":"exportRow","component":"Card","children":["exportLabel","exportButtons"],"direction":"row","align":"center","justify":"between","variant":"sunk"},
+{"id":"exportLabel","component":"TextContent","text":"**Export this report** for sharing with your team:"},
+{"id":"exportButtons","component":"Buttons","buttons":["btnCsv","btnPdf"],"direction":"row"},
+{"id":"btnCsv","component":"Button","label":"Export CSV","variant":"secondary","action":[{"name":"export_report","params":{"format":"csv"}}]},
+{"id":"btnPdf","component":"Button","label":"Export PDF","variant":"primary","action":[{"name":"export_report","params":{"format":"pdf"}}]}
+]}}
+</a2ui-json>
+
+All eight requirements are covered:
+1. **Visitors over 30 days** — area chart + KPI card
+2. **Conversion rate** — KPI card + trend line chart
+3. **Top 5 traffic sources** — donut chart with shares
+4. **Running campaigns with spend** — table
+5. **Best campaign** — highlighted callout (Summer Launch)
+6. **Date range control** — range date picker at top
+7. **Email subscriber growth** — KPI + bar chart
+8. **Export** — CSV and PDF buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..9a355cf70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,57 @@
+Here's a weekly marketing dashboard covering all eight requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Marketing Analytics","primaryColor":"#6D28D9"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard","components":[
+{"id":"root","component":"Card","children":["header","rangePicker","metricsRow","visitorsChart","row2","campaignsSection","exportButtons"],"gap":"m"},
+{"id":"header","component":"CardHeader","title":"Weekly Marketing Dashboard","subtitle":"Week of May 5 – May 11, 2025 · All channels"},
+{"id":"rangePicker","component":"FormControl","label":"Date Range","input":"dateRange","hint":"Select a range to update all charts and tables."},
+{"id":"dateRange","component":"DatePicker","name":"dateRange","mode":"range","value":["2025-04-12","2025-05-11"]},
+{"id":"metricsRow","component":"Card","variant":"sunk","direction":"row","gap":"m","children":["conversionCard","subscribersCard"]},
+{"id":"conversionCard","component":"Card","children":["convHeader","convValue","convProgress"]},
+{"id":"convHeader","component":"TextContent","text":"**Conversion Rate** (goal completions / visitors)"},
+{"id":"convValue","component":"TextContent","text":"# 3.8%\n▲ +0.4 pts vs. previous period","size":"large-heavy"},
+{"id":"convProgress","component":"Progress","value":76,"label":"76% of 5.0% monthly target"},
+{"id":"subscribersCard","component":"Card","children":["subsHeader","subsValue","subsProgress"]},
+{"id":"subsHeader","component":"TextContent","text":"**Email Subscriber Growth** (May)"},
+{"id":"subsValue","component":"TextContent","text":"# +1,284 subscribers\nList total: 24,917","size":"large-heavy"},
+{"id":"subsProgress","component":"Progress","value":64,"label":"64% of 2,000 monthly growth goal"},
+{"id":"visitorsChart","component":"Card","children":["visitorsHeader","visitorsLine","visitorsSeries"]},
+{"id":"visitorsHeader","component":"CardHeader","title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors"},
+{"id":"visitorsLine","component":"LineChart","labels":["Apr 12","Apr 14","Apr 16","Apr 18","Apr 20","Apr 22","Apr 24","Apr 26","Apr 28","Apr 30","May 2","May 4","May 6","May 8","May 10"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},
+{"id":"visitorsSeries","component":"Series","category":"Visitors","values":[8200,8600,9100,7400,7800,9500,10200,8100,7900,8800,9400,7600,11200,10800,12400]},
+{"id":"row2","component":"Card","variant":"sunk","direction":"row","gap":"m","children":["sourcesCard","bestCard"]},
+{"id":"sourcesCard","component":"Card","children":["sourcesHeader","sourcesPie"]},
+{"id":"sourcesHeader","component":"CardHeader","title":"Top 5 Traffic Sources","subtitle":"Share of total sessions"},
+{"id":"sourcesPie","component":"PieChart","labels":["Organic Search 38%","Paid Search 22%","Social 18%","Email 12%","Referral 10%"],"values":[38,22,18,12,10],"variant":"donut"},
+{"id":"bestCard","component":"Card","children":["bestCallout","bestDetails"]},
+{"id":"bestCallout","component":"Callout","variant":"success","title":"🏆 Best Performing Campaign","description":"Spring Sale Retargeting — 5.2% conversion rate, 4.1x ROAS, 312 conversions this week."},
+{"id":"bestDetails","component":"TextContent","text":"**Why it wins:** Lowest cost-per-acquisition ($14.20) and highest ROAS across all running campaigns. Consider increasing budget allocation by 15%."},
+{"id":"campaignsSection","component":"Card","children":["campaignsHeader","campaignsTable","colName","colStatus","colSpend","colConv","colRoas"]},
+{"id":"campaignsHeader","component":"CardHeader","title":"Running Campaigns","subtitle":"Spend and performance this period"},
+{"id":"campaignsTable","component":"Table","columns":["colName","colStatus","colSpend","colConv","colRoas"]},
+{"id":"colName","component":"Col","label":"Campaign","data":["Spring Sale Retargeting","Brand Awareness — Meta","Google Search — Non-brand","Newsletter Sponsorship","TikTok Product Launch"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Active","Active","Active","Active","Paused"],"type":"string"},
+{"id":"colSpend","component":"Col","label":"Spend","data":[4320,2850,5100,1200,980],"type":"number"},
+{"id":"colConv","component":"Col","label":"Conversions","data":[312,94,238,41,22],"type":"number"},
+{"id":"colRoas","component":"Col","label":"ROAS","data":[4.1,1.8,3.2,1.5,0.9],"type":"number"},
+{"id":"exportButtons","component":"Buttons","buttons":["exportPdf","exportCsv"],"direction":"row"},
+{"id":"exportPdf","component":"Button","label":"Export as PDF","variant":"primary","action":["exportReport",{"format":"pdf"}]},
+{"id":"exportCsv","component":"Button","label":"Export as CSV","variant":"secondary","action":["exportReport",{"format":"csv"}]}
+]}}
+</a2ui-json>
+
+This dashboard covers every requirement:
+1. **Site visitors (30 days)** — Line chart of daily uniques
+2. **Conversion rate** — 3.8% with trend and goal progress
+3. **Top 5 traffic sources** — Donut chart with share percentages
+4. **Running campaigns with spend** — Full table including spend, conversions, ROAS
+5. **Best performing campaign** — Success callout highlighting Spring Sale Retargeting with rationale
+6. **Date range control** — Range date picker at the top
+7. **Email subscriber growth** — +1,284 this month with progress toward goal
+8. **Export** — PDF and CSV export buttons
+
+Want me to add filters by channel, a spend-vs-budget view, or week-over-week comparison toggles?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..43738159e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r1.txt
@@ -0,0 +1,63 @@
+Here's a complete e-commerce operations dashboard covering all 9 requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Ops Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-desk","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","statsRow","chartsRow","filters","ordersCard","fulfillCard"]},
+{"id":"hdr","component":"CardHeader","title":"E-Commerce Operations Desk","subtitle":"Live snapshot — today, this month, and trailing 4 weeks"},
+
+{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cOrders","cRevenue","cAov","cRefund"]},
+{"id":"cOrders","component":"Card","variant":"card","children":["cOrdersH","cOrdersT"],"weight":1},
+{"id":"cOrdersH","component":"CardHeader","title":"Orders Today","subtitle":"Item 1"},
+{"id":"cOrdersT","component":"TextContent","text":"# 128","size":"large-heavy"},
+{"id":"cRevenue","component":"Card","variant":"card","children":["cRevenueH","cRevenueT"],"weight":1},
+{"id":"cRevenueH","component":"CardHeader","title":"Revenue Today","subtitle":"Item 2"},
+{"id":"cRevenueT","component":"TextContent","text":"# $14,320","size":"large-heavy"},
+{"id":"cAov","component":"Card","variant":"card","children":["cAovH","cAovT"],"weight":1},
+{"id":"cAovH","component":"CardHeader","title":"Avg Order Value","subtitle":"Item 3"},
+{"id":"cAovT","component":"TextContent","text":"# $111.88","size":"large-heavy"},
+{"id":"cRefund","component":"Card","variant":"card","children":["cRefundH","cRefundT"],"weight":1},
+{"id":"cRefundH","component":"CardHeader","title":"Refund Rate (Month)","subtitle":"Item 7"},
+{"id":"cRefundT","component":"TextContent","text":"# 2.4%","size":"large-heavy"},
+
+{"id":"chartsRow","component":"Card","variant":"card","direction":"column","gap":"s","children":["volH","volChart","volS1"]},
+{"id":"volH","component":"CardHeader","title":"Order Volume — Past 4 Weeks","subtitle":"Item 8"},
+{"id":"volChart","component":"BarChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["volS1"],"xLabel":"Week","yLabel":"Orders"},
+{"id":"volS1","component":"Series","category":"Orders","values":[612,705,688,742]},
+
+{"id":"filters","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["fStatus","fSearch"]},
+{"id":"fStatus","component":"FormControl","label":"Filter by status (Item 5)","input":"statusSelect"},
+{"id":"statusSelect","component":"Select","name":"status","placeholder":"All statuses","items":["siAll","siPending","siPaid","siShipped","siFulfilled","siRefunded"]},
+{"id":"siAll","component":"SelectItem","value":"all","label":"All"},
+{"id":"siPending","component":"SelectItem","value":"pending","label":"Pending"},
+{"id":"siPaid","component":"SelectItem","value":"paid","label":"Paid"},
+{"id":"siShipped","component":"SelectItem","value":"shipped","label":"Shipped"},
+{"id":"siFulfilled","component":"SelectItem","value":"fulfilled","label":"Fulfilled"},
+{"id":"siRefunded","component":"SelectItem","value":"refunded","label":"Refunded"},
+{"id":"fSearch","component":"FormControl","label":"Search by customer name (Item 6)","input":"searchInput"},
+{"id":"searchInput","component":"Input","name":"customerSearch","placeholder":"e.g. Jane Cooper","type":"text"},
+
+{"id":"ordersCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["ordersH","ordersTable","colId","colCust","colTotal","colStatus"]},
+{"id":"ordersH","component":"CardHeader","title":"Recent Orders","subtitle":"Item 4"},
+{"id":"ordersTable","component":"Table","columns":["colId","colCust","colTotal","colStatus"]},
+{"id":"colId","component":"Col","label":"Order ID","data":["#1042","#1041","#1040","#1039","#1038"],"type":"string"},
+{"id":"colCust","component":"Col","label":"Customer","data":["Jane Cooper","Marcus Reed","Aisha Khan","Tom Becker","Lena Park"],"type":"string"},
+{"id":"colTotal","component":"Col","label":"Total","data":[189.0,74.5,230.25,59.99,412.0],"type":"number"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Paid","Shipped","Pending","Fulfilled","Paid"],"type":"string"},
+
+{"id":"fulfillCard","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["fulfillCtl","fulfillBtn"]},
+{"id":"fulfillCtl","component":"FormControl","label":"Mark an order fulfilled (Item 9)","input":"fulfillInput","hint":"Enter an order ID, then confirm"},
+{"id":"fulfillInput","component":"Input","name":"fulfillOrderId","placeholder":"e.g. #1040","type":"text"},
+{"id":"fulfillBtn","component":"Button","label":"Mark Fulfilled","variant":"primary","action":[{"call":"markFulfilled","args":{"orderId":{"path":"/fulfillOrderId"}}}]}
+]}}
+</a2ui-json>
+
+The dashboard includes:
+- **Items 1–3 & 7:** Four KPI cards (orders today, revenue today, AOV, monthly refund rate)
+- **Item 8:** Bar chart of order volume across the past four weeks
+- **Item 4:** Recent orders table with ID, customer, total, and status
+- **Items 5–6:** Status dropdown filter and customer-name search field
+- **Item 9:** Order ID input with a "Mark Fulfilled" action button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..7de82ac3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r2.txt
@@ -0,0 +1,71 @@
+Here's a complete e-commerce operations dashboard covering all 9 requirements:
+
+<a2ui-json>
+[
+  {"version": "v0.9", "createSurface": {"surfaceId": "ops-desk", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#2563EB", "agentDisplayName": "Ops Desk"}}},
+  {"version": "v0.9", "updateComponents": {
+    "surfaceId": "ops-desk",
+    "components": [
+      {"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "statsRow", "chartCard", "controlsCard", "ordersCard"]},
+
+      {"id": "header", "component": "CardHeader", "title": "E-Commerce Operations Desk", "subtitle": "Live snapshot of today's store performance"},
+
+      {"id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["statOrders", "statRevenue", "statAOV", "statRefund"]},
+      {"id": "statOrders", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statOrdersLabel", "statOrdersValue"]},
+      {"id": "statOrdersLabel", "component": "TextContent", "text": "Orders Today (1)", "size": "small"},
+      {"id": "statOrdersValue", "component": "TextContent", "text": "**142**", "size": "large-heavy"},
+      {"id": "statRevenue", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statRevenueLabel", "statRevenueValue"]},
+      {"id": "statRevenueLabel", "component": "TextContent", "text": "Revenue Today (2)", "size": "small"},
+      {"id": "statRevenueValue", "component": "TextContent", "text": "**$18,940**", "size": "large-heavy"},
+      {"id": "statAOV", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statAOVLabel", "statAOVValue"]},
+      {"id": "statAOVLabel", "component": "TextContent", "text": "Avg Order Value (3)", "size": "small"},
+      {"id": "statAOVValue", "component": "TextContent", "text": "**$133.38**", "size": "large-heavy"},
+      {"id": "statRefund", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["statRefundLabel", "statRefundBar"]},
+      {"id": "statRefundLabel", "component": "TextContent", "text": "Refund Rate This Month (7)", "size": "small"},
+      {"id": "statRefundBar", "component": "Progress", "value": 3.2, "label": "3.2%"},
+
+      {"id": "chartCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["chartHeader", "volumeChart", "weekSeries"]},
+      {"id": "chartHeader", "component": "CardHeader", "title": "Order Volume — Past 4 Weeks (8)"},
+      {"id": "volumeChart", "component": "LineChart", "labels": ["Week 1", "Week 2", "Week 3", "Week 4"], "series": ["weekSeries"], "variant": "natural", "xLabel": "Week", "yLabel": "Orders"},
+      {"id": "weekSeries", "component": "Series", "category": "Orders", "values": [612, 688, 745, 803]},
+
+      {"id": "controlsCard", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "align": "end", "children": ["statusControl", "searchControl"]},
+      {"id": "statusControl", "component": "FormControl", "label": "Filter by Status (5)", "input": "statusSelect"},
+      {"id": "statusSelect", "component": "Select", "name": "statusFilter", "placeholder": "All statuses", "items": ["stAll", "stPending", "stProcessing", "stShipped", "stFulfilled", "stRefunded"]},
+      {"id": "stAll", "component": "SelectItem", "value": "all", "label": "All"},
+      {"id": "stPending", "component": "SelectItem", "value": "pending", "label": "Pending"},
+      {"id": "stProcessing", "component": "SelectItem", "value": "processing", "label": "Processing"},
+      {"id": "stShipped", "component": "SelectItem", "value": "shipped", "label": "Shipped"},
+      {"id": "stFulfilled", "component": "SelectItem", "value": "fulfilled", "label": "Fulfilled"},
+      {"id": "stRefunded", "component": "SelectItem", "value": "refunded", "label": "Refunded"},
+      {"id": "searchControl", "component": "FormControl", "label": "Search by Customer (6)", "input": "searchInput"},
+      {"id": "searchInput", "component": "Input", "name": "customerSearch", "placeholder": "e.g. Jane Cooper", "type": "text"},
+
+      {"id": "ordersCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["ordersHeader", "ordersTable", "colId", "colCustomer", "colTotal", "colStatus", "fulfillButtons", "btnF1", "btnF2", "btnF3", "btnF4", "btnF5"]},
+      {"id": "ordersHeader", "component": "CardHeader", "title": "Recent Orders (4)", "subtitle": "Mark an order fulfilled directly from the table (9)"},
+      {"id": "ordersTable", "component": "Table", "columns": ["colId", "colCustomer", "colTotal", "colStatus"]},
+      {"id": "colId", "component": "Col", "label": "Order ID", "data": ["#ORD-1042", "#ORD-1041", "#ORD-1040", "#ORD-1039", "#ORD-1038"]},
+      {"id": "colCustomer", "component": "Col", "label": "Customer", "data": ["Jane Cooper", "Devon Lane", "Ralph Edwards", "Courtney Henry", "Arlene McCoy"]},
+      {"id": "colTotal", "component": "Col", "label": "Total", "data": ["$212.00", "$89.50", "$154.25", "$67.99", "$320.00"]},
+      {"id": "colStatus", "component": "Col", "label": "Status", "data": ["Pending", "Processing", "Shipped", "Pending", "Fulfilled"]},
+      {"id": "fulfillButtons", "component": "Buttons", "direction": "row", "buttons": ["btnF1", "btnF2", "btnF3", "btnF4", "btnF5"]},
+      {"id": "btnF1", "component": "Button", "label": "Fulfill #ORD-1042", "variant": "primary", "size": "small", "action": [{"name": "markFulfilled", "orderId": "ORD-1042"}]},
+      {"id": "btnF2", "component": "Button", "label": "Fulfill #ORD-1041", "variant": "secondary", "size": "small", "action": [{"name": "markFulfilled", "orderId": "ORD-1041"}]},
+      {"id": "btnF3", "component": "Button", "label": "Fulfill #ORD-1040", "variant": "secondary", "size": "small", "action": [{"name": "markFulfilled", "orderId": "ORD-1040"}]},
+      {"id": "btnF4", "component": "Button", "label": "Fulfill #ORD-1039", "variant": "secondary", "size": "small", "action": [{"name": "markFulfilled", "orderId": "ORD-1039"}]},
+      {"id": "btnF5", "component": "Button", "label": "Fulfill #ORD-1038", "variant": "tertiary", "size": "small", "action": [{"name": "markFulfilled", "orderId": "ORD-1038"}]}
+    ]
+  }}
+]
+</a2ui-json>
+
+**How each requirement is covered:**
+1. **Orders today** — stat card showing 142
+2. **Revenue today** — stat card showing $18,940
+3. **Average order value** — stat card showing $133.38
+4. **Recent orders** — table with ID, customer, total, and status columns
+5. **Filter by status** — dropdown with All/Pending/Processing/Shipped/Fulfilled/Refunded
+6. **Search by customer** — text input field
+7. **Refund rate this month** — progress bar at 3.2%
+8. **4-week order volume** — line chart with weekly trend
+9. **Mark fulfilled** — per-order action buttons that send a `markFulfilled` action with the order ID
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..c03db9b6d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r3.txt
@@ -0,0 +1,54 @@
+Here's a complete e-commerce operations dashboard covering all nine requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Ops Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-desk","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","statsRow","chartsRow","filterCard","ordersCard"]},
+{"id":"header","component":"CardHeader","title":"E-Commerce Operations Desk","subtitle":"Live overview — Thursday, June 12"},
+{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["statOrders","statRevenue","statAov","statRefund"]},
+{"id":"statOrders","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["statOrdersLabel","statOrdersValue"]},
+{"id":"statOrdersLabel","component":"TextContent","text":"Orders Today","size":"small"},
+{"id":"statOrdersValue","component":"TextContent","text":"**142**","size":"large-heavy"},
+{"id":"statRevenue","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["statRevenueLabel","statRevenueValue"]},
+{"id":"statRevenueLabel","component":"TextContent","text":"Revenue Today","size":"small"},
+{"id":"statRevenueValue","component":"TextContent","text":"**$18,940**","size":"large-heavy"},
+{"id":"statAov","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["statAovLabel","statAovValue"]},
+{"id":"statAovLabel","component":"TextContent","text":"Avg Order Value","size":"small"},
+{"id":"statAovValue","component":"TextContent","text":"**$133.38**","size":"large-heavy"},
+{"id":"statRefund","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["statRefundLabel","statRefundValue","statRefundBar"]},
+{"id":"statRefundLabel","component":"TextContent","text":"Refund Rate (June)","size":"small"},
+{"id":"statRefundValue","component":"TextContent","text":"**3.2%**","size":"large-heavy"},
+{"id":"statRefundBar","component":"Progress","value":3.2,"label":"of 10% threshold"},
+{"id":"chartsRow","component":"Card","variant":"card","direction":"column","gap":"s","children":["chartHeader","volumeChart","week1","week2","week3","week4"]},
+{"id":"chartHeader","component":"CardHeader","title":"Order Volume — Past 4 Weeks"},
+{"id":"volumeChart","component":"BarChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["week1","week2","week3","week4"],"xLabel":"Week","yLabel":"Orders"},
+{"id":"week1","component":"Series","category":"Orders","values":[812]},
+{"id":"week2","component":"Series","category":"Orders","values":[934]},
+{"id":"week3","component":"Series","category":"Orders","values":[876]},
+{"id":"week4","component":"Series","category":"Orders","values":[1021]},
+{"id":"filterCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["statusFilterControl","searchControl"]},
+{"id":"statusFilterControl","component":"FormControl","label":"Filter by Status","input":"statusFilter"},
+{"id":"statusFilter","component":"Select","name":"statusFilter","placeholder":"All statuses","items":["siAll","siPending","siProcessing","siShipped","siFulfilled","siRefunded"]},
+{"id":"siAll","component":"SelectItem","value":"all","label":"All"},
+{"id":"siPending","component":"SelectItem","value":"pending","label":"Pending"},
+{"id":"siProcessing","component":"SelectItem","value":"processing","label":"Processing"},
+{"id":"siShipped","component":"SelectItem","value":"shipped","label":"Shipped"},
+{"id":"siFulfilled","component":"SelectItem","value":"fulfilled","label":"Fulfilled"},
+{"id":"siRefunded","component":"SelectItem","value":"refunded","label":"Refunded"},
+{"id":"searchControl","component":"FormControl","label":"Search by Customer","input":"customerSearch"},
+{"id":"customerSearch","component":"Input","name":"customerSearch","placeholder":"e.g. Maya Chen","type":"text"},
+{"id":"ordersCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["ordersHeader","ordersTable","colId","colCustomer","colTotal","colStatus","colAction"]},
+{"id":"ordersHeader","component":"CardHeader","title":"Recent Orders","subtitle":"Mark an order fulfilled from the Action column"},
+{"id":"ordersTable","component":"Table","columns":["colId","colCustomer","colTotal","colStatus","colAction"]},
+{"id":"colId","component":"Col","label":"Order ID","data":["#ORD-1042","#ORD-1041","#ORD-1040","#ORD-1039","#ORD-1038"],"type":"string"},
+{"id":"colCustomer","component":"Col","label":"Customer","data":["Maya Chen","Liam Ortiz","Sofia Rossi","Noah Kim","Ava Patel"],"type":"string"},
+{"id":"colTotal","component":"Col","label":"Total","data":[189.99,74.5,320.0,59.99,142.75],"type":"number"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Processing","Shipped","Pending","Fulfilled","Processing"],"type":"string"},
+{"id":"colAction","component":"Col","label":"Action","data":["Mark Fulfilled","Mark Fulfilled","Mark Fulfilled","—","Mark Fulfilled"],"type":"action"}
+]}}
+</a2ui-json>
+
+All nine items are covered: **1–3** orders today (142), revenue ($18,940), and AOV ($133.38) as stat cards; **4** the recent orders table with ID, customer, total, and status; **5** the status filter dropdown; **6** the customer name search field; **7** the 3.2% refund rate with a progress bar against threshold; **8** the 4-week order volume bar chart; **9** the "Mark Fulfilled" action column in the table.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..2b754f0d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-orders__r4.txt
@@ -0,0 +1,57 @@
+Here's a complete e-commerce operations desk covering all nine requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Ops Desk"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"ops-desk","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","statsRow","chartCard","refundCard","controlsCard","ordersCard"]},
+    {"id":"header","component":"CardHeader","title":"E-commerce Operations Desk","subtitle":"Live snapshot — today"},
+    {"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["statOrders","statRevenue","statAov"]},
+    {"id":"statOrders","component":"Card","variant":"card","children":["statOrdersTxt"],"weight":1},
+    {"id":"statOrdersTxt","component":"TextContent","text":"**Orders Today**\n\n# 128"},
+    {"id":"statRevenue","component":"Card","variant":"card","children":["statRevenueTxt"],"weight":1},
+    {"id":"statRevenueTxt","component":"TextContent","text":"**Revenue Today**\n\n# $14,230"},
+    {"id":"statAov","component":"Card","variant":"card","children":["statAovTxt"],"weight":1},
+    {"id":"statAovTxt","component":"TextContent","text":"**Avg. Order Value**\n\n# $111.17"},
+    {"id":"chartCard","component":"Card","variant":"card","children":["chartHeader","volumeChart","s1","s2","s3","s4"]},
+    {"id":"chartHeader","component":"CardHeader","title":"Order Volume — Past 4 Weeks"},
+    {"id":"volumeChart","component":"LineChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["s1","s2","s3","s4"],"xLabel":"Week","yLabel":"Orders"},
+    {"id":"s1","component":"Series","category":"All orders","values":[612,704,668,731]},
+    {"id":"s2","component":"Series","category":"Fulfilled","values":[598,681,640,702]},
+    {"id":"s3","component":"Series","category":"Pending","values":[10,15,20,21]},
+    {"id":"s4","component":"Series","category":"Refunded","values":[4,8,8,8]},
+    {"id":"refundCard","component":"Card","variant":"card","children":["refundHeader","refundProgress"]},
+    {"id":"refundHeader","component":"CardHeader","title":"Refund Rate — This Month"},
+    {"id":"refundProgress","component":"Progress","value":2.4,"label":"2.4% of orders refunded (target < 3%)"},
+    {"id":"controlsCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["searchControl","statusControl"]},
+    {"id":"searchControl","component":"FormControl","label":"Search by customer","input":"searchInput"},
+    {"id":"searchInput","component":"Input","name":"customerSearch","placeholder":"e.g. Jane Cooper"},
+    {"id":"statusControl","component":"FormControl","label":"Filter by status","input":"statusSelect"},
+    {"id":"statusSelect","component":"Select","name":"statusFilter","placeholder":"All statuses","items":["stAll","stPending","stFulfilled","stShipped","stRefunded"]},
+    {"id":"stAll","component":"SelectItem","value":"all","label":"All"},
+    {"id":"stPending","component":"SelectItem","value":"pending","label":"Pending"},
+    {"id":"stFulfilled","component":"SelectItem","value":"fulfilled","label":"Fulfilled"},
+    {"id":"stShipped","component":"SelectItem","value":"shipped","label":"Shipped"},
+    {"id":"stRefunded","component":"SelectItem","value":"refunded","label":"Refunded"},
+    {"id":"ordersCard","component":"Card","variant":"card","children":["ordersHeader","ordersTable","colId","colCustomer","colTotal","colStatus","fulfillBtn"]},
+    {"id":"ordersHeader","component":"CardHeader","title":"Recent Orders"},
+    {"id":"ordersTable","component":"Table","columns":["colId","colCustomer","colTotal","colStatus"]},
+    {"id":"colId","component":"Col","label":"Order ID","data":["#10231","#10230","#10229","#10228","#10227"],"type":"string"},
+    {"id":"colCustomer","component":"Col","label":"Customer","data":["Jane Cooper","Devon Lane","Ralph Edwards","Kristin Watson","Cody Fisher"],"type":"string"},
+    {"id":"colTotal","component":"Col","label":"Total","data":[189.99,54.5,320.0,89.25,145.75],"type":"number"},
+    {"id":"colStatus","component":"Col","label":"Status","data":["Pending","Fulfilled","Shipped","Pending","Refunded"],"type":"string"},
+    {"id":"fulfillBtn","component":"Button","label":"Mark Selected Order Fulfilled","variant":"primary","action":[{"event":"mark_fulfilled"}]}
+  ]}}
+]
+</a2ui-json>
+
+**Coverage:**
+1. **Orders today** — stat card (128)
+2. **Revenue today** — stat card ($14,230)
+3. **Average order value** — stat card ($111.17)
+4. **Recent orders** — table with ID, customer, total, status
+5. **Narrow by status** — status filter dropdown
+6. **Search by customer** — search input field
+7. **Refund rate this month** — progress bar (2.4%)
+8. **4-week order volume** — multi-series line chart
+9. **Mark fulfilled** — primary action button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..05b507ace
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r1.txt
@@ -0,0 +1,71 @@
+Here's a single-screen on-call service health dashboard covering all eight items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"health-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7AFE","agentDisplayName":"Ops Health"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"health-dashboard","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","regionRow","kpiRow","chartsCard","incidentsCard","slowestCard","alertCard"]},
+{"id":"header","component":"CardHeader","title":"Service Health — payments-api","subtitle":"On-call view · updated 30s ago"},
+{"id":"regionRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"end","children":["regionControl","regionSelect","r1","r2","r3","r4"]},
+{"id":"regionControl","component":"FormControl","label":"Narrow to region","input":"regionSelect","hint":"Filters all panels below"},
+{"id":"regionSelect","component":"Select","name":"region","placeholder":"All regions","items":["r1","r2","r3","r4"]},
+{"id":"r1","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"r2","component":"SelectItem","value":"us-east-1","label":"us-east-1"},
+{"id":"r3","component":"SelectItem","value":"eu-west-1","label":"eu-west-1"},
+{"id":"r4","component":"SelectItem","value":"ap-southeast-2","label":"ap-southeast-2"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["uptimeCard","errorCard"]},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["uptimeHead","uptimeValue","uptimeProgress"]},
+{"id":"uptimeHead","component":"TextContent","text":"**Uptime this quarter**","size":"small"},
+{"id":"uptimeValue","component":"TextContent","text":"99.97% (SLO: 99.9%)","size":"large-heavy"},
+{"id":"uptimeProgress","component":"Progress","value":99.97,"label":"Quarter to date"},
+{"id":"errorCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["errorHead","errorValue","errorTag"]},
+{"id":"errorHead","component":"TextContent","text":"**Error rate right now**","size":"small"},
+{"id":"errorValue","component":"TextContent","text":"2.4% (5xx + timeouts, last 5 min)","size":"large-heavy"},
+{"id":"errorTag","component":"Tag","text":"Above 1% threshold","variant":"warning"},
+{"id":"chartsCard","component":"Card","direction":"column","gap":"m","children":["chartsHead","cpuChart","cpuSeries","memChart","memSeries"]},
+{"id":"chartsHead","component":"TextContent","text":"**CPU & Memory — past 24 hours**","size":"small-heavy"},
+{"id":"cpuChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["cpuSeries"],"variant":"natural","xLabel":"Time","yLabel":"CPU %"},
+{"id":"cpuSeries","component":"Series","category":"CPU %","values":[34,29,48,62,71,58,66]},
+{"id":"memChart","component":"AreaChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["memSeries"],"variant":"natural","xLabel":"Time","yLabel":"Memory %"},
+{"id":"memSeries","component":"Series","category":"Memory %","values":[55,52,60,68,74,70,76]},
+{"id":"incidentsCard","component":"Card","direction":"column","gap":"m","children":["incHead","incTable","incColId","incColTitle","incColSev","incColAge","ackHead","ackForm","ackControl","ackSelect","ack1","ack2","ack3","ackButtons","ackBtn"]},
+{"id":"incHead","component":"TextContent","text":"**Open incidents**","size":"small-heavy"},
+{"id":"incTable","component":"Table","columns":["incColId","incColTitle","incColSev","incColAge"]},
+{"id":"incColId","component":"Col","label":"ID","data":["INC-4821","INC-4824","INC-4827"],"type":"string"},
+{"id":"incColTitle","component":"Col","label":"Title","data":["Elevated 5xx on /checkout","DB replica lag in eu-west-1","Queue backlog in worker-pool-3"],"type":"string"},
+{"id":"incColSev","component":"Col","label":"Severity","data":["SEV1","SEV2","SEV3"],"type":"string"},
+{"id":"incColAge","component":"Col","label":"Age","data":["42 min","1h 10m","2h 5m"],"type":"string"},
+{"id":"ackHead","component":"TextContent","text":"**Acknowledge an incident**","size":"small-heavy"},
+{"id":"ackForm","component":"Form","name":"ackIncident","fields":["ackControl"],"buttons":"ackButtons"},
+{"id":"ackControl","component":"FormControl","label":"Incident","input":"ackSelect"},
+{"id":"ackSelect","component":"Select","name":"incidentId","placeholder":"Select incident to acknowledge","items":["ack1","ack2","ack3"]},
+{"id":"ack1","component":"SelectItem","value":"INC-4821","label":"INC-4821 — Elevated 5xx on /checkout"},
+{"id":"ack2","component":"SelectItem","value":"INC-4824","label":"INC-4824 — DB replica lag"},
+{"id":"ack3","component":"SelectItem","value":"INC-4827","label":"INC-4827 — Queue backlog"},
+{"id":"ackButtons","component":"Buttons","buttons":["ackBtn"]},
+{"id":"ackBtn","component":"Button","label":"Acknowledge","variant":"primary","action":[{"event":"ackIncident"}]},
+{"id":"slowestCard","component":"Card","direction":"column","gap":"m","children":["slowHead","slowChart","slowSeries"]},
+{"id":"slowHead","component":"TextContent","text":"**Five slowest endpoints (p95 latency)**","size":"small-heavy"},
+{"id":"slowChart","component":"HorizontalBarChart","labels":["POST /checkout","GET /reports/export","POST /payments/authorize","GET /users/search","POST /webhooks/retry"],"series":["slowSeries"],"yLabel":"Endpoint","xLabel":"p95 latency (ms)"},
+{"id":"slowSeries","component":"Series","category":"p95 ms","values":[1840,1520,1210,940,780]},
+{"id":"alertCard","component":"Card","direction":"column","gap":"m","children":["alertHead","alertForm","alertSliderControl","alertSlider","alertButtons","alertBtn"]},
+{"id":"alertHead","component":"TextContent","text":"**Set alert threshold**","size":"small-heavy"},
+{"id":"alertForm","component":"Form","name":"setThreshold","fields":["alertSliderControl"],"buttons":"alertButtons"},
+{"id":"alertSliderControl","component":"FormControl","label":"Error-rate alert threshold (%)","input":"alertSlider","hint":"Page on-call when error rate exceeds this for 5 minutes"},
+{"id":"alertSlider","component":"Slider","name":"errorThreshold","variant":"discrete","min":0.5,"max":10,"step":0.5,"defaultValue":[1]},
+{"id":"alertButtons","component":"Buttons","buttons":["alertBtn"]},
+{"id":"alertBtn","component":"Button","label":"Save threshold","variant":"primary","action":[{"event":"setThreshold"}]}
+]}}
+</a2ui-json>
+
+**How each requirement is covered:**
+
+1. **Uptime this quarter** — KPI card showing 99.97% with a progress bar vs. SLO.
+2. **CPU & memory, past 24h** — line chart (CPU) and area chart (memory) over 24-hour labels.
+3. **Error rate right now** — KPI card with current 2.4% and a warning tag.
+4. **Open incidents with severity** — table with ID, title, severity (SEV1–3), and age.
+5. **Narrow to one region** — region selector (All / us-east-1 / eu-west-1 / ap-southeast-2).
+6. **Five slowest endpoints** — horizontal bar chart with p95 latency in ms.
+7. **Set an alert threshold** — discrete slider form (0.5–10%) with a Save button.
+8. **Acknowledge an incident** — form with incident dropdown and Acknowledge button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..ea8b3e569
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r2.txt
@@ -0,0 +1,54 @@
+Here's a service health dashboard covering all eight items:
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"health-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"On-Call Health"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"health-view","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["hdr","regionControl","statsRow","uptimeCard","errCard","chartsCard","cpuChart","cpuSeries","memChart","memSeries","incidentsCard","incTable","incIdCol","incTitleCol","incSevCol","incStateCol","incActions","ackBtn","slowCard","slowChart","slowSeries","alertCard","alertForm","thresholdControl","thresholdSlider","alertButtons","saveBtn"]},
+{"id":"hdr","component":"CardHeader","title":"Service Health — payments-api","subtitle":"On-call view · refreshed 1 min ago"},
+{"id":"regionControl","component":"FormControl","label":"Region filter","hint":"Narrow all metrics to a single region","input":"regionSelect"},
+{"id":"regionSelect","component":"Select","name":"region","placeholder":"All regions","items":["ri-all","ri-us","ri-eu","ri-ap"]},
+{"id":"ri-all","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"ri-us","component":"SelectItem","value":"us-east-1","label":"us-east-1"},
+{"id":"ri-eu","component":"SelectItem","value":"eu-west-1","label":"eu-west-1"},
+{"id":"ri-ap","component":"SelectItem","value":"ap-southeast-2","label":"ap-southeast-2"},
+{"id":"statsRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["uptimeCard","errCard"]},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["uptimeTitle","uptimeValue","uptimeBar"]},
+{"id":"uptimeTitle","component":"TextContent","text":"Uptime this quarter","size":"small-heavy"},
+{"id":"uptimeValue","component":"TextContent","text":"**99.97%**","size":"large"},
+{"id":"uptimeBar","component":"Progress","value":99.97,"label":"SLO: 99.95%"},
+{"id":"errCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["errTitle","errValue","errTag"]},
+{"id":"errTitle","component":"TextContent","text":"Error rate — right now","size":"small-heavy"},
+{"id":"errValue","component":"TextContent","text":"**0.42%** (last 5 min)","size":"large"},
+{"id":"errTag","component":"Tag","text":"Elevated","variant":"warning"},
+{"id":"chartsCard","component":"Card","direction":"column","gap":"s","children":["chartsHdr","cpuChart","cpuSeries","memChart","memSeries"]},
+{"id":"chartsHdr","component":"CardHeader","title":"CPU & Memory — past 24 hours","subtitle":"Percent utilization, hourly"},
+{"id":"cpuChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["cpuSeries"],"yLabel":"CPU %"},
+{"id":"cpuSeries","component":"Series","category":"CPU %","values":[22,19,41,63,58,47,35]},
+{"id":"memChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","24:00"],"series":["memSeries"],"yLabel":"Memory %"},
+{"id":"memSeries","component":"Series","category":"Memory %","values":[54,53,61,72,70,66,60]},
+{"id":"incidentsCard","component":"Card","direction":"column","gap":"s","children":["incHdr","incTable"]},
+{"id":"incHdr","component":"CardHeader","title":"Open incidents","subtitle":"3 active"},
+{"id":"incTable","component":"Table","columns":["incIdCol","incTitleCol","incSevCol","incStateCol","incActions"]},
+{"id":"incIdCol","component":"Col","label":"ID","data":["INC-1042","INC-1043","INC-1044"]},
+{"id":"incTitleCol","component":"Col","label":"Title","data":["Elevated 5xx on /checkout","DB replica lag in eu-west-1","Webhook delivery delays"]},
+{"id":"incSevCol","component":"Col","label":"Severity","data":["SEV1","SEV2","SEV3"]},
+{"id":"incStateCol","component":"Col","label":"Status","data":["Investigating","Identified","Monitoring"]},
+{"id":"incActions","component":"Col","label":"Acknowledge","type":"action","data":["incActions"]},
+{"id":"ackBtn","component":"Button","label":"Acknowledge","variant":"secondary","size":"small","action":[{"action":"ack_incident"}]},
+{"id":"slowCard","component":"Card","direction":"column","gap":"s","children":["slowHdr","slowChart"]},
+{"id":"slowHdr","component":"CardHeader","title":"5 slowest endpoints","subtitle":"p95 latency (ms), last hour"},
+{"id":"slowChart","component":"HorizontalBarChart","labels":["POST /checkout","GET /reports/export","POST /payments/authorize","GET /search","POST /webhooks/retry"],"series":["slowSeries"],"xLabel":"p95 ms"},
+{"id":"slowSeries","component":"Series","category":"p95 latency (ms)","values":[1840,1520,980,760,610]},
+{"id":"alertCard","component":"Card","direction":"column","gap":"s","children":["alertHdr","alertForm"]},
+{"id":"alertHdr","component":"CardHeader","title":"Alert threshold","subtitle":"Page me when error rate exceeds this value"},
+{"id":"alertForm","component":"Form","name":"alertThreshold","fields":["thresholdControl"],"buttons":"alertButtons"},
+{"id":"thresholdControl","component":"FormControl","label":"Error rate threshold (%)","hint":"Alert fires when 5-min error rate exceeds this","input":"thresholdSlider"},
+{"id":"thresholdSlider","component":"Slider","name":"threshold","variant":"discrete","min":0.1,"max":5,"step":0.1,"defaultValue":[1.0],"label":"Threshold %"},
+{"id":"alertButtons","component":"Buttons","buttons":["saveBtn"]},
+{"id":"saveBtn","component":"Button","label":"Save threshold","variant":"primary","type":"normal"}
+]}}
+]
+</a2ui-json>
+
+This covers every item: (1) uptime with progress bar vs SLO, (2) CPU and memory line charts over 24h, (3) current error rate with an elevated status tag, (4) open incidents table with severity per row, (5) region selector, (6) five slowest endpoints as a horizontal bar chart with p95 latencies, (7) a slider form to set the alert threshold, and (8) an Acknowledge action column on each incident.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..d15fcf7fc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r3.txt
@@ -0,0 +1,72 @@
+Here's a service health dashboard covering all eight requirements.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health","catalogId":"thesys.dev:c1-openui"}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"service-health","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","regionControl","metricsRow","chartCard","errorRateCard","incidentsCard","endpointsCard","thresholdForm"]},
+{"id":"header","component":"CardHeader","title":"Service Health — Payments API","subtitle":"On-call view · last refreshed 30s ago"},
+{"id":"regionControl","component":"FormControl","label":"Filter by region","input":"regionSelect","hint":"Narrow all metrics and incidents to a single region"},
+{"id":"regionSelect","component":"Select","name":"region","placeholder":"All regions","items":["rAll","rUsEast","rUsWest","rEuWest","rApSe"]},
+{"id":"rAll","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"rUsEast","component":"SelectItem","value":"us-east-1","label":"US East (us-east-1)"},
+{"id":"rUsWest","component":"SelectItem","value":"us-west-2","label":"US West (us-west-2)"},
+{"id":"rEuWest","component":"SelectItem","value":"eu-west-1","label":"EU West (eu-west-1)"},
+{"id":"rApSe","component":"SelectItem","value":"ap-southeast-2","label":"AP Southeast (ap-southeast-2)"},
+{"id":"metricsRow","component":"Card","direction":"row","gap":"m","children":["uptimeCard","errNowCard"]},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["uptimeTitle","uptimeValue","uptimeBar"],"weight":1},
+{"id":"uptimeTitle","component":"TextContent","text":"**Uptime this quarter**","size":"small"},
+{"id":"uptimeValue","component":"TextContent","text":"99.97%","size":"large-heavy"},
+{"id":"uptimeBar","component":"Progress","value":99.97,"label":"Target: 99.9%"},
+{"id":"errNowCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["errTitle","errValue","errTag"],"weight":1},
+{"id":"errTitle","component":"TextContent","text":"**Error rate (right now)**","size":"small"},
+{"id":"errValue","component":"TextContent","text":"0.42% of requests (last 5 min)","size":"large-heavy"},
+{"id":"errTag","component":"Tag","text":"Within SLO","variant":"success"},
+{"id":"chartCard","component":"Card","direction":"column","gap":"s","children":["chartTitle","cpuChart","memChart"]},
+{"id":"chartTitle","component":"TextContent","text":"**Resource usage — past 24 hours**","size":"small-heavy"},
+{"id":"cpuChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["cpuSeries"],"xLabel":"Time","yLabel":"CPU %"},
+{"id":"cpuSeries","component":"Series","category":"CPU %","values":[31,28,45,62,58,49,44]},
+{"id":"memChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["memSeries"],"xLabel":"Time","yLabel":"Memory %"},
+{"id":"memSeries","component":"Series","category":"Memory %","values":[55,54,61,70,68,66,64]},
+{"id":"incidentsCard","component":"Card","direction":"column","gap":"s","children":["incTitle","incTable","ackNote"]},
+{"id":"incTitle","component":"TextContent","text":"**Open incidents**","size":"small-heavy"},
+{"id":"incTable","component":"Table","columns":["incIdCol","incTitleCol","incSevCol","incAgeCol","incAckCol"]},
+{"id":"incIdCol","component":"Col","label":"ID","data":["INC-1042","INC-1045","INC-1047"]},
+{"id":"incTitleCol","component":"Col","label":"Title","data":["Elevated 5xx on /checkout","DB replica lag in eu-west-1","Webhook delivery delays"]},
+{"id":"incSevCol","component":"Col","label":"Severity","data":["SEV1","SEV2","SEV3"]},
+{"id":"incAgeCol","component":"Col","label":"Open for","data":["42 min","2 h 10 min","5 h 30 min"]},
+{"id":"incAckCol","component":"Col","label":"Acknowledge","type":"action","data":["Ack","Ack","Ack"]},
+{"id":"ackNote","component":"TextContent","text":"Click **Ack** on a row to acknowledge an incident and stop paging.","size":"small"},
+{"id":"endpointsCard","component":"Card","direction":"column","gap":"s","children":["epTitle","epTable"]},
+{"id":"epTitle","component":"TextContent","text":"**Slowest endpoints (p95 latency)**","size":"small-heavy"},
+{"id":"epTable","component":"Table","columns":["epPathCol","epLatCol"]},
+{"id":"epPathCol","component":"Col","label":"Endpoint","data":["POST /v1/payments/authorize","GET /v1/settlements/export","POST /v1/refunds","GET /v1/customers/search","POST /v1/webhooks/retry"]},
+{"id":"epLatCol","component":"Col","label":"p95 latency","type":"number","data":[1840,1620,1210,980,870]},
+{"id":"thresholdForm","component":"Form","name":"alert-threshold","buttons":"thresholdButtons","fields":["threshType","threshValue"]},
+{"id":"threshType","component":"FormControl","label":"Alert on","input":"threshTypeSelect"},
+{"id":"threshTypeSelect","component":"Select","name":"metric","items":["tErr","tCpu","tMem","tLat"],"value":"error_rate"},
+{"id":"tErr","component":"SelectItem","value":"error_rate","label":"Error rate (%)"},
+{"id":"tCpu","component":"SelectItem","value":"cpu","label":"CPU (%)"},
+{"id":"tMem","component":"SelectItem","value":"memory","label":"Memory (%)"},
+{"id":"tLat","component":"SelectItem","value":"latency","label":"p95 latency (ms)"},
+{"id":"threshValue","component":"FormControl","label":"Threshold","input":"threshInput","hint":"Page the on-call when this value is exceeded for 5 minutes"},
+{"id":"threshInput","component":"Input","name":"threshold","type":"number","placeholder":"e.g. 1.0"},
+{"id":"thresholdButtons","component":"Buttons","buttons":["saveThresh"]},
+{"id":"saveThresh","component":"Button","label":"Save alert threshold","variant":"primary"}
+]}}
+</a2ui-json>
+
+All eight items are covered:
+
+1. **Uptime this quarter** — 99.97% with a progress bar against the 99.9% SLO
+2. **CPU & memory (24h)** — two line charts
+3. **Error rate now** — 0.42% with an SLO status tag
+4. **Open incidents** — table with SEV1/2/3 severity per incident
+5. **Region filter** — select to narrow the view
+6. **Five slowest endpoints** — ranked table with p95 latency
+7. **Alert threshold form** — pick a metric, set a value, save
+8. **Acknowledge** — per-row "Ack" action in the incidents table
+
+Want me to wire the region filter to actually re-scope the charts, or add a paging escalation policy view?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..b8bd1d786
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b3-server__r4.txt
@@ -0,0 +1,58 @@
+Here's an on-call service health dashboard covering all eight requirements.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"svc-health","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C86","agentDisplayName":"Ops Health"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"svc-health","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","regionSel","kpiRow","chartsCard","incidentsCard","slowCard","alertCard"]},
+{"id":"hdr","component":"CardHeader","title":"Service Health — payments-api","subtitle":"On-call view · updated 30s ago"},
+{"id":"regionSel","component":"Select","name":"region","placeholder":"All regions","items":["r1","r2","r3","r4"],"value":"all"},
+{"id":"r1","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"r2","component":"SelectItem","value":"us-east-1","label":"us-east-1"},
+{"id":"r3","component":"SelectItem","value":"eu-west-1","label":"eu-west-1"},
+{"id":"r4","component":"SelectItem","value":"ap-south-1","label":"ap-south-1"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["uptimeCard","errCard"]},
+{"id":"uptimeCard","component":"Card","children":["uptimeTxt"],"weight":1},
+{"id":"uptimeTxt","component":"TextContent","size":"large-heavy","text":"Uptime this quarter: 99.97% (13m 12s downtime)"},
+{"id":"errCard","component":"Card","children":["errTxt","errTag"],"weight":1},
+{"id":"errTxt","component":"TextContent","size":"large-heavy","text":"Error rate now: 0.42%"},
+{"id":"errTag","component":"Tag","text":"Within SLO","variant":"success"},
+{"id":"chartsCard","component":"Card","children":["chartsHdr","cpuChart","memChart"]},
+{"id":"chartsHdr","component":"TextContent","size":"small-heavy","text":"Resource usage — past 24h"},
+{"id":"cpuChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","now"],"series":["cpuS"],"variant":"natural","xLabel":"Time","yLabel":"CPU %"},
+{"id":"cpuS","component":"Series","category":"CPU %","values":[32,28,45,61,58,47,39]},
+{"id":"memChart","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","now"],"series":["memS"],"variant":"natural","xLabel":"Time","yLabel":"Memory %"},
+{"id":"memS","component":"Series","category":"Memory %","values":[54,55,58,63,66,64,62]},
+{"id":"incidentsCard","component":"Card","children":["incHdr","incTable","incAck"]},
+{"id":"incHdr","component":"TextContent","size":"small-heavy","text":"Open incidents"},
+{"id":"incTable","component":"Table","columns":["cId","cTitle","cSev","cAge"]},
+{"id":"cId","component":"Col","label":"ID","data":["INC-1042","INC-1043","INC-1044"],"type":"string"},
+{"id":"cTitle","component":"Col","label":"Title","data":["Elevated 5xx on checkout","DB replica lag","Webhook delivery delays"],"type":"string"},
+{"id":"cSev","component":"Col","label":"Severity","data":["SEV1","SEV2","SEV3"],"type":"string"},
+{"id":"cAge","component":"Col","label":"Age","data":["18m","1h 4m","3h 22m"],"type":"string"},
+{"id":"incAck","component":"Form","name":"ackIncident","fields":["incSelectCtl"],"buttons":"ackButtons"},
+{"id":"incSelectCtl","component":"FormControl","label":"Acknowledge incident","input":"incSelect"},
+{"id":"incSelect","component":"Select","name":"incidentId","placeholder":"Select incident","items":["i1","i2","i3"]},
+{"id":"i1","component":"SelectItem","value":"INC-1042","label":"INC-1042 — Elevated 5xx on checkout"},
+{"id":"i2","component":"SelectItem","value":"INC-1043","label":"INC-1043 — DB replica lag"},
+{"id":"i3","component":"SelectItem","value":"INC-1044","label":"INC-1044 — Webhook delivery delays"},
+{"id":"ackButtons","component":"Buttons","buttons":["ackBtn"]},
+{"id":"ackBtn","component":"Button","label":"Acknowledge","variant":"primary"},
+{"id":"slowCard","component":"Card","children":["slowHdr","slowTable"]},
+{"id":"slowHdr","component":"TextContent","size":"small-heavy","text":"Slowest endpoints (p95, last hour)"},
+{"id":"slowTable","component":"Table","columns":["sEp","sLat"]},
+{"id":"sEp","component":"Col","label":"Endpoint","data":["POST /checkout","GET /orders/:id","POST /refunds","GET /search","POST /webhooks"],"type":"string"},
+{"id":"sLat","component":"Col","label":"p95 latency (ms)","data":[1840,1210,980,760,640],"type":"number"},
+{"id":"alertCard","component":"Card","children":["alertHdr","alertForm"]},
+{"id":"alertHdr","component":"TextContent","size":"small-heavy","text":"Alert threshold"},
+{"id":"alertForm","component":"Form","name":"setThreshold","fields":["threshCtl"],"buttons":"threshButtons"},
+{"id":"threshCtl","component":"FormControl","label":"Error rate threshold (%)","input":"threshSlider","hint":"Page on-call when error rate exceeds this for 5 minutes"},
+{"id":"threshSlider","component":"Slider","name":"errorThreshold","variant":"discrete","min":0,"max":10,"step":0.5,"defaultValue":[2]},
+{"id":"threshButtons","component":"Buttons","buttons":["threshBtn"]},
+{"id":"threshBtn","component":"Button","label":"Save threshold","variant":"primary"}
+]}}
+</a2ui-json>
+
+The dashboard covers everything: **(1)** quarterly uptime (99.97%), **(2)** CPU and memory line charts over 24h, **(3)** current error rate with SLO tag, **(4)** open incidents table with severity, **(5)** region selector, **(6)** five slowest endpoints with p95 latency, **(7)** a slider to set the alert threshold, and **(8)** an acknowledge-incident form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..4feef420f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r1.txt
@@ -0,0 +1,81 @@
+Here's a complete airline hub operations dashboard for **ORD (Chicago O'Hare)** covering all 12 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E56A0","agentDisplayName":"HubOps Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hub-ops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","hubSelector","kpiRow","delayCallout","mainRow","gateWeatherRow","crewConnRow","rebookCard"]},
+{"id":"header","component":"CardHeader","title":"Hub Operations Desk — ORD (Chicago O'Hare)","subtitle":"Live overview · Today · Updated 14:32 CST"},
+{"id":"hubSelector","component":"FormControl","label":"View a different hub","input":"hubSelect"},
+{"id":"hubSelect","component":"Select","name":"hub","items":["hubOrd","hubAtl","hubDfw","hubDen"],"value":"ORD"},
+{"id":"hubOrd","component":"SelectItem","value":"ORD","label":"ORD — Chicago O'Hare"},
+{"id":"hubAtl","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},
+{"id":"hubDfw","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},
+{"id":"hubDen","component":"SelectItem","value":"DEN","label":"DEN — Denver"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["otpCard","cancelCard","loadCard","turnCard"]},
+{"id":"otpCard","component":"Card","variant":"card","children":["otpTitle","otpChart"],"weight":1},
+{"id":"otpTitle","component":"CardHeader","title":"On-Time Performance Today","subtitle":"Departures within 15 min of schedule"},
+{"id":"otpChart","component":"RadialChart","labels":["On-time","Delayed","Cancelled"],"values":[82,14,4]},
+{"id":"cancelCard","component":"Card","variant":"card","children":["cancelTitle","cancelText","cancelChart"],"weight":1},
+{"id":"cancelTitle","component":"CardHeader","title":"Cancellations Today"},
+{"id":"cancelText","component":"TextContent","text":"**9 flights cancelled** (4% of schedule) — 6 weather-related, 3 crew/mechanical.","size":"default"},
+{"id":"cancelChart","component":"PieChart","labels":["Weather","Crew","Mechanical"],"values":[6,2,1],"variant":"donut"},
+{"id":"loadCard","component":"Card","variant":"card","children":["loadTitle","loadText"],"weight":1},
+{"id":"loadTitle","component":"CardHeader","title":"Avg Passenger Load Today"},
+{"id":"loadText","component":"TextContent","text":"**87.4%** average load factor across 214 departures. Peak banks (08:00, 17:00) running at 94%.","size":"large"},
+{"id":"turnCard","component":"Card","variant":"card","children":["turnTitle","turnText","turnBar"],"weight":1},
+{"id":"turnTitle","component":"CardHeader","title":"Avg Turnaround Time"},
+{"id":"turnText","component":"TextContent","text":"**46 min** average (target: 45 min).","size":"large"},
+{"id":"turnBar","component":"Progress","value":92,"label":"46 / 50 min threshold"},
+{"id":"delayCallout","component":"Callout","variant":"warning","title":"Delayed Flights — 31 active delays","description":"UA1421 (ORD→SFO) +95 min · UA887 (ORD→LHR) +70 min · UA2330 (ORD→DEN) +55 min · UA455 (ORD→BOS) +40 min. Primary cause: convective weather east of the field."},
+{"id":"mainRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["flightsCard"]},
+{"id":"flightsCard","component":"Card","variant":"card","children":["flightsTitle","flightsTable"]},
+{"id":"flightsTitle","component":"CardHeader","title":"Departures — Next Bank","subtitle":"Number · Route · Gate · Status"},
+{"id":"flightsTable","component":"Table","columns":["colNum","colRoute","colGate","colStatus"]},
+{"id":"colNum","component":"Col","label":"Flight","data":["UA1421","UA887","UA2330","UA455","UA902","UA1177","UA668"],"type":"string"},
+{"id":"colRoute","component":"Col","label":"Route","data":["ORD → SFO","ORD → LHR","ORD → DEN","ORD → BOS","ORD → SEA","ORD → MIA","ORD → PHX"],"type":"string"},
+{"id":"colGate","component":"Col","label":"Gate","data":["C17","K3","B9","E4","C22","F11","B3"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Status","data":["DELAYED +95m","DELAYED +70m","DELAYED +55m","DELAYED +40m","ON TIME","BOARDING","ON TIME"],"type":"string"},
+{"id":"gateWeatherRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["gateCard","weatherCard"]},
+{"id":"gateCard","component":"Card","variant":"card","children":["gateTitle","gateList"],"weight":1},
+{"id":"gateTitle","component":"CardHeader","title":"Recent Gate Changes"},
+{"id":"gateList","component":"ListBlock","variant":"number","items":["gate1","gate2","gate3"]},
+{"id":"gate1","component":"ListItem","title":"UA2330 → Gate B9 (was B14)","subtitle":"14:05 · Equipment swap to A320"},
+{"id":"gate2","component":"ListItem","title":"UA455 → Gate E4 (was E10)","subtitle":"13:48 · Jet bridge maintenance"},
+{"id":"gate3","component":"ListItem","title":"UA1177 → Gate F11 (was F6)","subtitle":"13:20 · Congestion relief"},
+{"id":"weatherCard","component":"Card","variant":"card","children":["weatherTitle","weatherAlert1","weatherAlert2"],"weight":1},
+{"id":"weatherTitle","component":"CardHeader","title":"Weather Advisories — ORD"},
+{"id":"weatherAlert1","component":"Alert","variant":"warning","title":"Thunderstorm cell NE of field","description":"15:00–18:00 CST. Expect ground stops and GDP; arrival rate reduced to 72/hr."},
+{"id":"weatherAlert2","component":"Alert","variant":"info","title":"Gusty crosswinds RWY 27R","description":"Sustained 22 kt gusting 31 kt until 16:00. Minor taxi delays."},
+{"id":"crewConnRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["crewCard","connCard"]},
+{"id":"crewCard","component":"Card","variant":"card","children":["crewTitle","crewList"],"weight":1},
+{"id":"crewTitle","component":"CardHeader","title":"Crews Available for Reassignment"},
+{"id":"crewList","component":"ListBlock","variant":"number","items":["crew1","crew2","crew3"]},
+{"id":"crew1","component":"ListItem","title":"Crew 4412 — B737 (Capt. Reyes)","subtitle":"Legal until 22:40 · Available now","actionLabel":"Assign"},
+{"id":"crew2","component":"ListItem","title":"Crew 2218 — A320 (Capt. Okafor)","subtitle":"Legal until 20:15 · On standby at K concourse","actionLabel":"Assign"},
+{"id":"crew3","component":"ListItem","title":"Crew 3390 — B787 (Capt. Lindqvist)","subtitle":"Legal until 23:05 · Rest complete 15:10","actionLabel":"Assign"},
+{"id":"connCard","component":"Card","variant":"card","children":["connTitle","connList"],"weight":1},
+{"id":"connTitle","component":"CardHeader","title":"Connections at Risk of Being Missed"},
+{"id":"connList","component":"ListBlock","variant":"number","items":["conn1","conn2","conn3"]},
+{"id":"conn1","component":"ListItem","title":"14 pax: UA887 (LHR) → UA1502 (delayed inbound)","subtitle":"Connection window: 22 min — HIGH RISK"},
+{"id":"conn2","component":"ListItem","title":"9 pax: UA1421 (SFO) → UA610 (delayed inbound)","subtitle":"Connection window: 31 min — MEDIUM RISK"},
+{"id":"conn3","component":"ListItem","title":"6 pax: UA455 (BOS) → UA2088","subtitle":"Connection window: 38 min — MEDIUM RISK"},
+{"id":"rebookCard","component":"Card","variant":"card","children":["rebookTitle","rebookForm"]},
+{"id":"rebookTitle","component":"CardHeader","title":"Rebook Affected Passengers","subtitle":"Enter impacted flight to generate rebooking options"},
+{"id":"rebookForm","component":"Form","name":"rebook","fields":["rebookFlightField","rebookReasonField"],"buttons":"rebookButtons"},
+{"id":"rebookFlightField","component":"FormControl","label":"Impacted flight number","input":"rebookFlight","hint":"e.g. UA887"},
+{"id":"rebookFlight","component":"Input","name":"flight","placeholder":"UA flight number","type":"text"},
+{"id":"rebookReasonField","component":"FormControl","label":"Reason","input":"rebookReason"},
+{"id":"rebookReason","component":"Select","name":"reason","items":["reason1","reason2","reason3"],"placeholder":"Select reason"},
+{"id":"reason1","component":"SelectItem","value":"delay","label":"Delay / missed connection"},
+{"id":"reason2","component":"SelectItem","value":"cancel","label":"Cancellation"},
+{"id":"reason3","component":"SelectItem","value":"weather","label":"Weather disruption"},
+{"id":"rebookButtons","component":"Buttons","buttons":["rebookBtn","protectBtn"]},
+{"id":"rebookBtn","component":"Button","label":"Find Rebooking Options","variant":"primary"},
+{"id":"protectBtn","component":"Button","label":"Auto-Protect All At-Risk Connections","variant":"secondary"}
+]}}
+</a2ui-json>
+
+All 12 items are covered: OTP (radial chart), flight table with number/route/gate/status, delayed flights callout, gate changes list, available crews, weather advisories, average load, at-risk connections, a rebooking form, a hub selector, cancellations, and average turnaround time.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..8d030139f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r2.txt
@@ -0,0 +1,125 @@
+Here's a complete airline hub operations dashboard covering all 12 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hub-ops",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E5AA8",
+      "agentDisplayName": "HubOps Desk"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hub-ops",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "hubSwitch", "kpiRow", "mainRow", "alertsRow", "bottomRow"] },
+
+      { "id": "header", "component": "CardHeader", "title": "ORD — Chicago O'Hare Hub Operations", "subtitle": "Live operations desk · Today · Updated 14:32 CT" },
+
+      { "id": "hubSwitch", "component": "Form", "name": "hubSelector", "buttons": "hubButtons", "fields": ["hubField"] },
+      { "id": "hubField", "component": "FormControl", "label": "View a different hub", "input": "hubSelect", "hint": "Switch the entire dashboard to another hub station" },
+      { "id": "hubSelect", "component": "Select", "name": "hub", "placeholder": "Select hub", "items": ["hubOrd", "hubAtl", "hubDfw", "hubDen", "hubJfk"], "value": "ORD" },
+      { "id": "hubOrd", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare" },
+      { "id": "hubAtl", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta" },
+      { "id": "hubDfw", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+      { "id": "hubDen", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver" },
+      { "id": "hubJfk", "component": "SelectItem", "value": "JFK", "label": "JFK — New York" },
+      { "id": "hubButtons", "component": "Buttons", "buttons": ["hubApplyBtn"] },
+      { "id": "hubApplyBtn", "component": "Button", "label": "Load Hub", "variant": "primary", "size": "small" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiOtp", "kpiLoad", "kpiTurn", "kpiCancel"] },
+      { "id": "kpiOtp", "component": "Card", "variant": "card", "children": ["kpiOtpText", "kpiOtpProg"] },
+      { "id": "kpiOtpText", "component": "TextContent", "text": "**On-Time Performance (Today)** — 84% departures within 15 min", "size": "default" },
+      { "id": "kpiOtpProg", "component": "Progress", "value": 84, "label": "OTP 84%" },
+      { "id": "kpiLoad", "component": "Card", "variant": "card", "children": ["kpiLoadText", "kpiLoadProg"] },
+      { "id": "kpiLoadText", "component": "TextContent", "text": "**Avg Passenger Load (Today)** — 81% load factor across 412 departures", "size": "default" },
+      { "id": "kpiLoadProg", "component": "Progress", "value": 81, "label": "Load 81%" },
+      { "id": "kpiTurn", "component": "Card", "variant": "card", "children": ["kpiTurnText", "kpiTurnProg"] },
+      { "id": "kpiTurnText", "component": "TextContent", "text": "**Avg Turnaround Time** — 47 min (target 45 min)", "size": "default" },
+      { "id": "kpiTurnProg", "component": "Progress", "value": 94, "label": "47 min vs 45 target" },
+      { "id": "kpiCancel", "component": "Card", "variant": "card", "children": ["kpiCancelText", "kpiCancelTag"] },
+      { "id": "kpiCancelText", "component": "TextContent", "text": "**Cancellations Today** — 9 of 824 scheduled flights", "size": "default" },
+      { "id": "kpiCancelTag", "component": "Tag", "text": "9 cancelled · 1.1%", "variant": "danger" },
+
+      { "id": "mainRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["flightsCard", "delayedCard"] },
+
+      { "id": "flightsCard", "component": "Card", "variant": "card", "children": ["flightsHeader", "flightsTable"] },
+      { "id": "flightsHeader", "component": "CardHeader", "title": "Active Flights", "subtitle": "Number · Route · Gate · Status" },
+      { "id": "flightsTable", "component": "Table", "columns": ["colNum", "colRoute", "colGate", "colStatus"] },
+      { "id": "colNum", "component": "Col", "label": "Flight", "data": ["UA1204", "UA882", "AA331", "UA551", "DL209", "UA1470", "UA309", "AA118"] },
+      { "id": "colRoute", "component": "Col", "label": "Route", "data": ["ORD→SFO", "ORD→LHR", "ORD→DFW", "ORD→BOS", "ORD→ATL", "ORD→SEA", "ORD→MIA", "ORD→LAX"] },
+      { "id": "colGate", "component": "Col", "label": "Gate", "data": ["C17", "B9", "K3", "C22", "E7", "B14", "K10", "C5"] },
+      { "id": "colStatus", "component": "Col", "label": "Status", "data": ["On Time", "Boarding", "Delayed 40m", "On Time", "Delayed 65m", "Cancelled", "On Time", "Delayed 25m"] },
+
+      { "id": "delayedCard", "component": "Card", "variant": "card", "children": ["delayedHeader", "delayedAlert", "delayedList"] },
+      { "id": "delayedHeader", "component": "CardHeader", "title": "Delayed Flights — Attention Required", "subtitle": "3 flights delayed > 20 min" },
+      { "id": "delayedAlert", "component": "Alert", "title": "DL209 ORD→ATL delayed 65 min", "description": "Late inbound aircraft. New ETD 15:40 CT. 38 connecting passengers affected.", "variant": "destructive" },
+      { "id": "delayedList", "component": "ListBlock", "variant": "number", "items": ["delayed1", "delayed2", "delayed3"] },
+      { "id": "delayed1", "component": "ListItem", "title": "AA331 ORD→DFW — Delayed 40 min", "subtitle": "Gate K3 · Crew legality issue · ETD 15:10" },
+      { "id": "delayed2", "component": "ListItem", "title": "DL209 ORD→ATL — Delayed 65 min", "subtitle": "Gate E7 · Late inbound · ETD 15:40" },
+      { "id": "delayed3", "component": "ListItem", "title": "AA118 ORD→LAX — Delayed 25 min", "subtitle": "Gate C5 · De-ice queue · ETD 15:05" },
+
+      { "id": "alertsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["gateCard", "weatherCard", "connCard"] },
+
+      { "id": "gateCard", "component": "Card", "variant": "card", "children": ["gateHeader", "gateList"] },
+      { "id": "gateHeader", "component": "CardHeader", "title": "Recent Gate Changes" },
+      { "id": "gateList", "component": "ListBlock", "variant": "number", "items": ["gate1", "gate2", "gate3"] },
+      { "id": "gate1", "component": "ListItem", "title": "UA882 → Gate B9 (was B12)", "subtitle": "14:20 CT · Equipment swap to 787-9" },
+      { "id": "gate2", "component": "ListItem", "title": "UA551 → Gate C22 (was C18)", "subtitle": "14:05 CT · Jet bridge maintenance" },
+      { "id": "gate3", "component": "ListItem", "title": "AA118 → Gate C5 (was C1)", "subtitle": "13:50 CT · Congestion at T3" },
+
+      { "id": "weatherCard", "component": "Card", "variant": "card", "children": ["weatherHeader", "weather1", "weather2"] },
+      { "id": "weatherHeader", "component": "CardHeader", "title": "Weather Advisories — ORD" },
+      { "id": "weather1", "component": "Alert", "title": "Snow showers 16:00–19:00 CT", "description": "Ground delay program possible. De-ice pads on standby. Expect 20–40 min taxi delays.", "variant": "warning" },
+      { "id": "weather2", "component": "Alert", "title": "Crosswind RWY 28C", "description": "Gusts to 32 kt until 17:00. Arrival rate reduced to 72/hr.", "variant": "info" },
+
+      { "id": "connCard", "component": "Card", "variant": "card", "children": ["connHeader", "connList"] },
+      { "id": "connHeader", "component": "CardHeader", "title": "Connections at Risk", "subtitle": "Minimum connection time violations projected" },
+      { "id": "connList", "component": "ListBlock", "variant": "number", "items": ["conn1", "conn2", "conn3"] },
+      { "id": "conn1", "component": "ListItem", "title": "12 pax: DL209 → UA882 (LHR)", "subtitle": "Connection window now 18 min — below 45 min MCT", "actionLabel": "Rebook" },
+      { "id": "conn2", "component": "ListItem", "title": "8 pax: AA331 → AA905 (MEX)", "subtitle": "Connection window 25 min — at risk", "actionLabel": "Rebook" },
+      { "id": "conn3", "component": "ListItem", "title": "5 pax: AA118 → UA1204 (SFO)", "subtitle": "Connection window 30 min — at risk", "actionLabel": "Rebook" },
+
+      { "id": "bottomRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["crewCard", "rebookCard"] },
+
+      { "id": "crewCard", "component": "Card", "variant": "card", "children": ["crewHeader", "crewList"] },
+      { "id": "crewHeader", "component": "CardHeader", "title": "Crews Available for Reassignment" },
+      { "id": "crewList", "component": "ListBlock", "variant": "number", "items": ["crew1", "crew2", "crew3", "crew4"] },
+      { "id": "crew1", "component": "ListItem", "title": "Crew #4471 — 2 pilots (737)", "subtitle": "Legal until 22:00 · Base ORD", "actionLabel": "Assign" },
+      { "id": "crew2", "component": "ListItem", "title": "Crew #3390 — 4 flight attendants (widebody)", "subtitle": "Legal until 20:30 · Base ORD", "actionLabel": "Assign" },
+      { "id": "crew3", "component": "ListItem", "title": "Crew #5128 — 1 CA + 1 FO (A320)", "subtitle": "Legal until 19:15 · Deadheading from MKE", "actionLabel": "Assign" },
+      { "id": "crew4", "component": "ListItem", "title": "Crew #2904 — 3 flight attendants (narrowbody)", "subtitle": "Legal until 23:00 · Base ORD", "actionLabel": "Assign" },
+
+      { "id": "rebookCard", "component": "Card", "variant": "card", "children": ["rebookHeader", "rebookForm"] },
+      { "id": "rebookHeader", "component": "CardHeader", "title": "Rebook Affected Passengers", "subtitle": "For delayed / cancelled flights and missed connections" },
+      { "id": "rebookForm", "component": "Form", "name": "rebook", "buttons": "rebookButtons", "fields": ["rebookPnr", "rebookFlight", "rebookOption"] },
+      { "id": "rebookPnr", "component": "FormControl", "label": "Passenger / PNR", "input": "rebookPnrInput", "hint": "Enter record locator or last name" },
+      { "id": "rebookPnrInput", "component": "Input", "name": "pnr", "placeholder": "e.g. X7KQ2P" },
+      { "id": "rebookFlight", "component": "FormControl", "label": "Affected flight", "input": "rebookFlightSelect" },
+      { "id": "rebookFlightSelect", "component": "Select", "name": "flight", "placeholder": "Select flight", "items": ["rf1", "rf2", "rf3", "rf4"] },
+      { "id": "rf1", "component": "SelectItem", "value": "DL209", "label": "DL209 ORD→ATL (delayed)" },
+      { "id": "rf2", "component": "SelectItem", "value": "AA331", "label": "AA331 ORD→DFW (delayed)" },
+      { "id": "rf3", "component": "SelectItem", "value": "AA118", "label": "AA118 ORD→LAX (delayed)" },
+      { "id": "rf4", "component": "SelectItem", "value": "UA1470", "label": "UA1470 ORD→SEA (cancelled)" },
+      { "id": "rebookOption", "component": "FormControl", "label": "Rebooking option", "input": "rebookOptionSelect" },
+      { "id": "rebookOptionSelect", "component": "Select", "name": "option", "placeholder": "Select option", "items": ["ro1", "ro2", "ro3"] },
+      { "id": "ro1", "component": "SelectItem", "value": "next", "label": "Next available flight (same cabin)" },
+      { "id": "ro2", "component": "SelectItem", "value": "partner", "label": "Partner airline rebooking" },
+      { "id": "ro3", "component": "SelectItem", "value": "refund", "label": "Refund + travel credit" },
+      { "id": "rebookButtons", "component": "Buttons", "buttons": ["rebookSubmit", "rebookBulk"] },
+      { "id": "rebookSubmit", "component": "Button", "label": "Rebook Passenger", "variant": "primary" },
+      { "id": "rebookBulk", "component": "Button", "label": "Bulk Rebook All At-Risk (25 pax)", "variant": "secondary" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 12 items are covered: **(1)** OTP KPI card, **(2)** flights table with number/route/gate/status, **(3)** delayed flights callout card, **(4)** recent gate changes list, **(5)** available crews list, **(6)** weather advisory alerts, **(7)** passenger load KPI, **(8)** at-risk connections list, **(9)** rebooking form with PNR, flight, and option selectors, **(10)** hub switcher at the top, **(11)** cancellations KPI, and **(12)** average turnaround time KPI.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..f9f719c4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r3.txt
@@ -0,0 +1,339 @@
+Here's a single-screen airline hub operations desk covering all 12 items — KPIs up top, weather and delay callouts, the live flight board, gate changes / at-risk connections / available crews, and a rebooking form plus a hub switcher.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hub-ops-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1A6EDB",
+      "agentDisplayName": "Hub Ops Desk"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hub-ops-desk",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "ops-header",
+          "ops-hub-control",
+          "ops-weather",
+          "ops-kpi-row",
+          "ops-delay-alert",
+          "ops-flights-card",
+          "ops-mid-row",
+          "ops-rebook-card"
+        ]
+      },
+      {
+        "id": "ops-header",
+        "component": "CardHeader",
+        "title": "Hub Operations Desk — ATL",
+        "subtitle": "Live operations · Hartsfield–Jackson Atlanta International · Today"
+      },
+      {
+        "id": "ops-hub-control",
+        "component": "FormControl",
+        "label": "View a different hub",
+        "input": "ops-hub-select",
+        "hint": "All widgets refresh to the selected hub"
+      },
+      {
+        "id": "ops-hub-select",
+        "component": "Select",
+        "name": "hub",
+        "value": "ATL",
+        "items": ["ops-hub-atl", "ops-hub-dfw", "ops-hub-ord", "ops-hub-den", "ops-hub-jfk"]
+      },
+      { "id": "ops-hub-atl", "component": "SelectItem", "value": "ATL", "label": "Atlanta (ATL)" },
+      { "id": "ops-hub-dfw", "component": "SelectItem", "value": "DFW", "label": "Dallas/Fort Worth (DFW)" },
+      { "id": "ops-hub-ord", "component": "SelectItem", "value": "ORD", "label": "Chicago O'Hare (ORD)" },
+      { "id": "ops-hub-den", "component": "SelectItem", "value": "DEN", "label": "Denver (DEN)" },
+      { "id": "ops-hub-jfk", "component": "SelectItem", "value": "JFK", "label": "New York JFK (JFK)" },
+      {
+        "id": "ops-weather",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Weather advisory — ATL",
+        "description": "Thunderstorms expected 15:00–18:00 local. Ground delays up to 45 min; destination flow metering in effect. No de-icing required."
+      },
+      {
+        "id": "ops-kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["ops-kpi-otp", "ops-kpi-cancel", "ops-kpi-load", "ops-kpi-turn"]
+      },
+      {
+        "id": "ops-kpi-otp",
+        "component": "Card",
+        "variant": "sunk",
+        "children": ["ops-kpi-otp-prog"]
+      },
+      {
+        "id": "ops-kpi-otp-prog",
+        "component": "Progress",
+        "value": 78,
+        "label": "On-time performance today"
+      },
+      {
+        "id": "ops-kpi-cancel",
+        "component": "Card",
+        "variant": "sunk",
+        "children": ["ops-kpi-cancel-t"]
+      },
+      {
+        "id": "ops-kpi-cancel-t",
+        "component": "TextContent",
+        "size": "large-heavy",
+        "text": "**9** cancellations today"
+      },
+      {
+        "id": "ops-kpi-load",
+        "component": "Card",
+        "variant": "sunk",
+        "children": ["ops-kpi-load-prog"]
+      },
+      {
+        "id": "ops-kpi-load-prog",
+        "component": "Progress",
+        "value": 86,
+        "label": "Average passenger load today"
+      },
+      {
+        "id": "ops-kpi-turn",
+        "component": "Card",
+        "variant": "sunk",
+        "children": ["ops-kpi-turn-t"]
+      },
+      {
+        "id": "ops-kpi-turn-t",
+        "component": "TextContent",
+        "size": "large-heavy",
+        "text": "**38 min** average turnaround"
+      },
+      {
+        "id": "ops-delay-alert",
+        "component": "Alert",
+        "variant": "destructive",
+        "title": "4 delayed flights called out",
+        "description": "DL245 → LGA (45 min) · DL882 → LAX (62 min) · DL772 → MCO (25 min) · DL1550 → ORD (38 min)"
+      },
+      {
+        "id": "ops-flights-card",
+        "component": "Card",
+        "children": ["ops-fl-header", "ops-fl-table"]
+      },
+      {
+        "id": "ops-fl-header",
+        "component": "CardHeader",
+        "title": "Flights today",
+        "subtitle": "Number, route, gate and status for every departure"
+      },
+      {
+        "id": "ops-fl-table",
+        "component": "Table",
+        "columns": ["ops-fl-c-num", "ops-fl-c-route", "ops-fl-c-gate", "ops-fl-c-status"]
+      },
+      {
+        "id": "ops-fl-c-num",
+        "component": "Col",
+        "label": "Flight",
+        "data": ["DL245", "DL882", "DL331", "DL1550", "DL772", "DL480", "DL918"]
+      },
+      {
+        "id": "ops-fl-c-route",
+        "component": "Col",
+        "label": "Route",
+        "data": ["ATL → LGA", "ATL → LAX", "ATL → MIA", "ATL → ORD", "ATL → MCO", "ATL → SEA", "ATL → JFK"]
+      },
+      {
+        "id": "ops-fl-c-gate",
+        "component": "Col",
+        "label": "Gate",
+        "data": ["B12", "A06", "C21", "T09", "B30", "C07", "A11"]
+      },
+      {
+        "id": "ops-fl-c-status",
+        "component": "Col",
+        "label": "Status",
+        "data": ["Delayed", "Delayed", "On Time", "Boarding", "Delayed", "Cancelled", "On Time"]
+      },
+      {
+        "id": "ops-mid-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["ops-gate-card", "ops-risk-card", "ops-crew-card"]
+      },
+      {
+        "id": "ops-gate-card",
+        "component": "Card",
+        "children": ["ops-gate-header", "ops-gate-list"]
+      },
+      {
+        "id": "ops-gate-header",
+        "component": "CardHeader",
+        "title": "Recent gate changes"
+      },
+      {
+        "id": "ops-gate-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["ops-gate-i1", "ops-gate-i2", "ops-gate-i3"]
+      },
+      {
+        "id": "ops-gate-i1",
+        "component": "ListItem",
+        "title": "DL882 — gate A04 → A06",
+        "subtitle": "Changed 08:42 local"
+      },
+      {
+        "id": "ops-gate-i2",
+        "component": "ListItem",
+        "title": "DL331 — gate C19 → C21",
+        "subtitle": "Changed 08:15 local"
+      },
+      {
+        "id": "ops-gate-i3",
+        "component": "ListItem",
+        "title": "DL918 — gate A09 → A11",
+        "subtitle": "Changed 07:58 local"
+      },
+      {
+        "id": "ops-risk-card",
+        "component": "Card",
+        "children": ["ops-risk-header", "ops-risk-list"]
+      },
+      {
+        "id": "ops-risk-header",
+        "component": "CardHeader",
+        "title": "Connections at risk"
+      },
+      {
+        "id": "ops-risk-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["ops-risk-i1", "ops-risk-i2", "ops-risk-i3"]
+      },
+      {
+        "id": "ops-risk-i1",
+        "component": "ListItem",
+        "title": "DL245 (LGA) → DL684 (BOS)",
+        "subtitle": "18-min buffer · 14 passengers"
+      },
+      {
+        "id": "ops-risk-i2",
+        "component": "ListItem",
+        "title": "DL882 (LAX) → DL927 (SAN)",
+        "subtitle": "22-min buffer · 6 passengers"
+      },
+      {
+        "id": "ops-risk-i3",
+        "component": "ListItem",
+        "title": "DL772 (MCO) → DL655 (CLT)",
+        "subtitle": "15-min buffer · 9 passengers"
+      },
+      {
+        "id": "ops-crew-card",
+        "component": "Card",
+        "children": ["ops-crew-header", "ops-crew-tags"]
+      },
+      {
+        "id": "ops-crew-header",
+        "component": "CardHeader",
+        "title": "Crews available for reassignment"
+      },
+      {
+        "id": "ops-crew-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Crew 214 · 4 members · A320 rated",
+          "Crew 318 · 5 members · B737 rated",
+          "Crew 442 · 3 members · A350 rated",
+          "Crew 507 · 4 members · B767 rated"
+        ]
+      },
+      {
+        "id": "ops-rebook-card",
+        "component": "Card",
+        "children": ["ops-rebook-header", "ops-rebook-form"]
+      },
+      {
+        "id": "ops-rebook-header",
+        "component": "CardHeader",
+        "title": "Rebook affected passengers",
+        "subtitle": "For delayed or cancelled departures"
+      },
+      {
+        "id": "ops-rebook-form",
+        "component": "Form",
+        "name": "rebook",
+        "fields": ["ops-rebook-fc-flight", "ops-rebook-fc-pax"],
+        "buttons": "ops-rebook-buttons"
+      },
+      {
+        "id": "ops-rebook-fc-flight",
+        "component": "FormControl",
+        "label": "Affected flight",
+        "input": "ops-rebook-flight",
+        "hint": "Delayed or cancelled departures"
+      },
+      {
+        "id": "ops-rebook-flight",
+        "component": "Select",
+        "name": "flight",
+        "placeholder": "Choose flight",
+        "items": ["ops-rebook-f1", "ops-rebook-f2", "ops-rebook-f3", "ops-rebook-f4"]
+      },
+      { "id": "ops-rebook-f1", "component": "SelectItem", "value": "DL245", "label": "DL245 — ATL → LGA (delayed)" },
+      { "id": "ops-rebook-f2", "component": "SelectItem", "value": "DL882", "label": "DL882 — ATL → LAX (delayed)" },
+      { "id": "ops-rebook-f3", "component": "SelectItem", "value": "DL772", "label": "DL772 — ATL → MCO (delayed)" },
+      { "id": "ops-rebook-f4", "component": "SelectItem", "value": "DL480", "label": "DL480 — ATL → SEA (cancelled)" },
+      {
+        "id": "ops-rebook-fc-pax",
+        "component": "FormControl",
+        "label": "Passenger name",
+        "input": "ops-rebook-pax",
+        "hint": "Search or enter the passenger name"
+      },
+      {
+        "id": "ops-rebook-pax",
+        "component": "Input",
+        "name": "passenger",
+        "type": "text",
+        "placeholder": "e.g., A. Nguyen"
+      },
+      {
+        "id": "ops-rebook-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["ops-rebook-submit"]
+      },
+      {
+        "id": "ops-rebook-submit",
+        "component": "Button",
+        "label": "Find new itinerary",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+Coverage check: (1) on-time performance, (7) average passenger load, (11) cancellations, and (12) average turnaround are the four KPI cards; (6) weather advisory and (3) delayed-flight callout are banner alerts; (2) the flight board table shows number / route / gate / status; (4) gate changes, (8) at-risk connections, and (5) available crews sit in the middle row; (9) the rebooking form handles affected passengers; and (10) the hub selector at the top switches hubs.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..ae1aee485
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-airline__r4.txt
@@ -0,0 +1,105 @@
+Here's a complete airline hub operations dashboard covering all 12 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E56A0","agentDisplayName":"HubOps Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hub-ops","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["hdr","hubForm","kpis","delayedAlert","mainRow1","mainRow2","bottomRow","rebookCard"]},
+{"id":"hdr","component":"CardHeader","title":"Hub Operations Desk — ATL (Atlanta)","subtitle":"Live status · Today · Updated 14:32 ET"},
+{"id":"hubForm","component":"Form","name":"hubSelector","buttons":"hubBtns","fields":["hubField"]},
+{"id":"hubField","component":"FormControl","label":"Switch Hub","input":"hubSelect"},
+{"id":"hubSelect","component":"Select","name":"hub","items":["hAtl","hDfw","hOrd","hDen","hJfk"],"placeholder":"Select a hub","value":"ATL"},
+{"id":"hAtl","component":"SelectItem","value":"ATL","label":"Atlanta (ATL)"},
+{"id":"hDfw","component":"SelectItem","value":"DFW","label":"Dallas/Fort Worth (DFW)"},
+{"id":"hOrd","component":"SelectItem","value":"ORD","label":"Chicago O'Hare (ORD)"},
+{"id":"hDen","component":"SelectItem","value":"DEN","label":"Denver (DEN)"},
+{"id":"hJfk","component":"SelectItem","value":"JFK","label":"New York JFK (JFK)"},
+{"id":"hubBtns","component":"Buttons","buttons":["hubBtn"]},
+{"id":"hubBtn","component":"Button","label":"Load Hub","variant":"primary","size":"small"},
+{"id":"kpis","component":"Card","direction":"row","gap":"m","wrap":true,"children":["kpiOtp","kpiLoad","kpiTurn","kpiCx"]},
+{"id":"kpiOtp","component":"Card","variant":"sunk","children":["kpiOtpH","kpiOtpV","kpiOtpP"],"weight":1},
+{"id":"kpiOtpH","component":"TextContent","text":"**1. On-Time Performance**","size":"small"},
+{"id":"kpiOtpV","component":"TextContent","text":"83.6% (412/493 flights)","size":"large-heavy"},
+{"id":"kpiOtpP","component":"Progress","value":83,"label":"OTP today"},
+{"id":"kpiLoad","component":"Card","variant":"sunk","children":["kpiLoadH","kpiLoadV"],"weight":1},
+{"id":"kpiLoadH","component":"TextContent","text":"**7. Avg Passenger Load**","size":"small"},
+{"id":"kpiLoadV","component":"TextContent","text":"86.4% load factor","size":"large-heavy"},
+{"id":"kpiTurn","component":"Card","variant":"sunk","children":["kpiTurnH","kpiTurnV"],"weight":1},
+{"id":"kpiTurnH","component":"TextContent","text":"**12. Avg Turnaround Time**","size":"small"},
+{"id":"kpiTurnV","component":"TextContent","text":"47 min (target 45)","size":"large-heavy"},
+{"id":"kpiCx","component":"Card","variant":"sunk","children":["kpiCxH","kpiCxV"],"weight":1},
+{"id":"kpiCxH","component":"TextContent","text":"**11. Cancellations Today**","size":"small"},
+{"id":"kpiCxV","component":"TextContent","text":"9 flights (1.8%)","size":"large-heavy"},
+{"id":"delayedAlert","component":"Alert","variant":"warning","title":"3. Delayed Flights Callout — 7 flights currently delayed","description":"DL1820 (ATL→MIA) +62min, DL445 (ATL→LAX) +48min, DL2210 (ATL→BOS) +41min, DL901 (ATL→SEA) +35min, DL777 (ATL→PHX) +30min, DL310 (ATL→DCA) +25min, DL88 (ATL→MCO) +22min. Weather and late inbound aircraft are the primary causes."},
+{"id":"mainRow1","component":"Card","direction":"row","gap":"m","children":["flightsCard","rightCol"]},
+{"id":"flightsCard","component":"Card","children":["flightsH","flightsT"],"weight":2},
+{"id":"flightsH","component":"TextContent","text":"**2. Flight Board** — number, route, gate, status","size":"default"},
+{"id":"flightsT","component":"Table","columns":["cNum","cRoute","cGate","cStatus"]},
+{"id":"cNum","component":"Col","label":"Flight","data":["DL1024","DL1820","DL445","DL2210","DL901","DL310","DL555"],"type":"string"},
+{"id":"cRoute","component":"Col","label":"Route","data":["ATL→JFK","ATL→MIA","ATL→LAX","ATL→BOS","ATL→SEA","ATL→DCA","ATL→DFW"],"type":"string"},
+{"id":"cGate","component":"Col","label":"Gate","data":["A12","B7","T4","C22","A3","D10","B15"],"type":"string"},
+{"id":"cStatus","component":"Col","label":"Status","data":["On Time","Delayed +62m","Delayed +48m","Delayed +41m","Delayed +35m","Delayed +25m","Boarding"],"type":"string"},
+{"id":"rightCol","component":"Card","direction":"column","gap":"m","children":["gateCard","connCard"],"weight":1},
+{"id":"gateCard","component":"Card","variant":"sunk","children":["gateH","gateList"]},
+{"id":"gateH","component":"TextContent","text":"**4. Recent Gate Changes**","size":"default"},
+{"id":"gateList","component":"ListBlock","items":["g1","g2","g3"],"variant":"number"},
+{"id":"g1","component":"ListItem","title":"DL555: B22 → B15","subtitle":"14:20 · equipment swap"},
+{"id":"g2","component":"ListItem","title":"DL901: A8 → A3","subtitle":"14:05 · gate conflict"},
+{"id":"g3","component":"ListItem","title":"DL310: D4 → D10","subtitle":"13:50 · late inbound"},
+{"id":"connCard","component":"Card","variant":"sunk","children":["connH","connList"]},
+{"id":"connH","component":"TextContent","text":"**8. Connections at Risk**","size":"default"},
+{"id":"connList","component":"ListBlock","items":["cx1","cx2","cx3"],"variant":"number"},
+{"id":"cx1","component":"ListItem","title":"18 pax: DL1820 → MIA intl bank","subtitle":"Connection window 22 min — critical"},
+{"id":"cx2","component":"ListItem","title":"11 pax: DL445 → LAX transcon","subtitle":"Connection window 30 min"},
+{"id":"cx3","component":"ListItem","title":"7 pax: DL2210 → BOS shuttle","subtitle":"Connection window 35 min"},
+{"id":"bottomRow","component":"Card","direction":"row","gap":"m","children":["crewCard","wxCard","otpChart"]},
+{"id":"crewCard","component":"Card","variant":"sunk","children":["crewH","crewList"],"weight":1},
+{"id":"crewH","component":"TextContent","text":"**5. Crews Available for Reassignment**","size":"default"},
+{"id":"crewList","component":"ListBlock","items":["cr1","cr2","cr3"],"variant":"number"},
+{"id":"cr1","component":"ListItem","title":"Crew 7A — Capt. Reyes (A320)","subtitle":"Legal until 22:00 · at Crew Base A"},
+{"id":"cr2","component":"ListItem","title":"Crew 12B — Capt. Novak (B737)","subtitle":"Legal until 20:30 · at Gate C5"},
+{"id":"cr3","component":"ListItem","title":"Crew 3C — FA team (4)","subtitle":"Cabin crew only · available now"},
+{"id":"wxCard","component":"Card","variant":"sunk","children":["wxH","wx1","wx2"],"weight":1},
+{"id":"wxH","component":"TextContent","text":"**6. Weather Advisories at ATL**","size":"default"},
+{"id":"wx1","component":"Callout","variant":"warning","title":"Thunderstorm cell","description":"Convective SIGMET 15:00–17:00. Expect ground delay program; arrival rate reduced to 48/hr."},
+{"id":"wx2","component":"Callout","variant":"info","title":"Crosswind runway 27R","description":"Gusts to 32 kt until 16:00. Minor departure spacing in effect."},
+{"id":"otpChart","component":"Card","variant":"sunk","children":["otpChartH","otpChartC"],"weight":1},
+{"id":"otpChartH","component":"TextContent","text":"OTP & cancellations by hour","size":"small"},
+{"id":"otpChartC","component":"BarChart","labels":["6a","8a","10a","12p","2p"],"series":["sOtp","sCx"],"xLabel":"Hour","yLabel":"Count","variant":"grouped"},
+{"id":"sOtp","component":"Series","category":"Delayed flights","values":[4,6,9,12,14]},
+{"id":"sCx","component":"Series","category":"Cancellations","values":[1,1,2,2,3]},
+{"id":"rebookCard","component":"Card","children":["rebookH","rebookForm"]},
+{"id":"rebookH","component":"TextContent","text":"**9. Rebook Affected Passengers**","size":"default"},
+{"id":"rebookForm","component":"Form","name":"rebooking","buttons":"rebookBtns","fields":["rfFlight","rfPax","rfDest","rfClass"]},
+{"id":"rfFlight","component":"FormControl","label":"Affected Flight","input":"rfFlightIn"},
+{"id":"rfFlightIn","component":"Input","name":"flight","placeholder":"e.g. DL1820","type":"text"},
+{"id":"rfPax","component":"FormControl","label":"Passenger / PNR","input":"rfPaxIn"},
+{"id":"rfPaxIn","component":"Input","name":"pnr","placeholder":"e.g. K7XPL2 or passenger name","type":"text"},
+{"id":"rfDest","component":"FormControl","label":"New Routing","input":"rfDestIn"},
+{"id":"rfDestIn","component":"Input","name":"routing","placeholder":"e.g. ATL→FLL→MIA","type":"text"},
+{"id":"rfClass","component":"FormControl","label":"Priority","input":"rfClassSel","hint":"Status passengers and tight connections first"},
+{"id":"rfClassSel","component":"Select","name":"priority","items":["p1","p2","p3"],"placeholder":"Select priority"},
+{"id":"p1","component":"SelectItem","value":"critical","label":"Critical — misconnect imminent"},
+{"id":"p2","component":"SelectItem","value":"high","label":"High — status passenger"},
+{"id":"p3","component":"SelectItem","value":"standard","label":"Standard"},
+{"id":"rebookBtns","component":"Buttons","buttons":["rbFind","rbAuto"]},
+{"id":"rbFind","component":"Button","label":"Find Rebooking Options","variant":"primary"},
+{"id":"rbAuto","component":"Button","label":"Auto-Rebook All At-Risk Connections","variant":"secondary"}
+]}}
+</a2ui-json>
+
+All 12 items are covered:
+1. **OTP today** — KPI card with progress bar (83.6%)
+2. **Flight board** — table with number, route, gate, status
+3. **Delayed flights** — warning alert callout with all 7 delays
+4. **Gate changes** — recent changes list
+5. **Available crews** — reassignment-ready crew list
+6. **Weather advisories** — storm + crosswind callouts
+7. **Avg passenger load** — 86.4% KPI
+8. **At-risk connections** — misconnect list with windows
+9. **Rebooking** — full form with priority selection
+10. **Hub switcher** — select hub dropdown (ATL/DFW/ORD/DEN/JFK)
+11. **Cancellations** — 9 flights KPI
+12. **Turnaround time** — 47 min KPI
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..78fece533
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r1.txt
@@ -0,0 +1,701 @@
+Here's a complete personal banking home covering all 11 requirements — balances, transactions, spending breakdown, bills, the savings goal, credit score, transfers, credit freeze, statement periods, alert triggers, and disputes.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7C61",
+        "agentDisplayName": "MyBank"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "balancesCard", "mainRow", "toolsRow", "securityRow"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning, Alex 👋",
+          "subtitle": "Here's your money at a glance — Tuesday, February 3"
+        },
+        {
+          "id": "balancesCard",
+          "component": "Card",
+          "children": ["checkingCard", "savingsCard", "creditCardComp"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "checkingCard",
+          "component": "Card",
+          "children": ["checkingHeader", "checkingBalance", "checkingSub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "checkingHeader",
+          "component": "CardHeader",
+          "title": "Checking",
+          "subtitle": "Everyday ••4521"
+        },
+        {
+          "id": "checkingBalance",
+          "component": "TextContent",
+          "text": "$4,280.35",
+          "size": "large-heavy"
+        },
+        {
+          "id": "checkingSub",
+          "component": "TextContent",
+          "text": "Available now",
+          "size": "small"
+        },
+        {
+          "id": "savingsCard",
+          "component": "Card",
+          "children": ["savingsHeader", "savingsBalance", "savingsSub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "savingsHeader",
+          "component": "CardHeader",
+          "title": "Savings",
+          "subtitle": "High-yield ••7832"
+        },
+        {
+          "id": "savingsBalance",
+          "component": "TextContent",
+          "text": "$12,540.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "savingsSub",
+          "component": "TextContent",
+          "text": "APY 4.35% · +$45 interest this month",
+          "size": "small"
+        },
+        {
+          "id": "creditCardComp",
+          "component": "Card",
+          "children": ["creditHeader", "creditBalance", "creditSub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "creditHeader",
+          "component": "CardHeader",
+          "title": "Credit Card",
+          "subtitle": "Visa ••9904 · payment due Feb 12"
+        },
+        {
+          "id": "creditBalance",
+          "component": "TextContent",
+          "text": "−$1,204.66",
+          "size": "large-heavy"
+        },
+        {
+          "id": "creditSub",
+          "component": "TextContent",
+          "text": "Available credit $8,795.34",
+          "size": "small"
+        },
+        {
+          "id": "mainRow",
+          "component": "Card",
+          "children": ["leftCol", "rightCol"],
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear",
+          "align": "start"
+        },
+        {
+          "id": "leftCol",
+          "component": "Card",
+          "children": ["txCard", "spendCard"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear",
+          "weight": 2
+        },
+        {
+          "id": "txCard",
+          "component": "Card",
+          "children": ["txHeader", "txList"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "txHeader",
+          "component": "CardHeader",
+          "title": "Recent Transactions",
+          "subtitle": "Last 7 days · all accounts"
+        },
+        {
+          "id": "txList",
+          "component": "ListBlock",
+          "items": ["tx1", "tx2", "tx3", "tx4", "tx5"]
+        },
+        {
+          "id": "tx1",
+          "component": "ListItem",
+          "title": "Blue Bottle Coffee",
+          "subtitle": "Today · Dining",
+          "actionLabel": "−$6.40"
+        },
+        {
+          "id": "tx2",
+          "component": "ListItem",
+          "title": "Whole Foods Market",
+          "subtitle": "Yesterday · Groceries",
+          "actionLabel": "−$82.17"
+        },
+        {
+          "id": "tx3",
+          "component": "ListItem",
+          "title": "Uber",
+          "subtitle": "Yesterday · Transport",
+          "actionLabel": "−$18.90"
+        },
+        {
+          "id": "tx4",
+          "component": "ListItem",
+          "title": "Paycheck — Acme Corp",
+          "subtitle": "Jan 31 · Income",
+          "actionLabel": "+$2,450.00"
+        },
+        {
+          "id": "tx5",
+          "component": "ListItem",
+          "title": "Netflix",
+          "subtitle": "Jan 30 · Subscriptions",
+          "actionLabel": "−$15.99"
+        },
+        {
+          "id": "spendCard",
+          "component": "Card",
+          "children": ["spendHeader", "spendChart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "spendHeader",
+          "component": "CardHeader",
+          "title": "Spending This Month",
+          "subtitle": "February · $2,540 total across categories"
+        },
+        {
+          "id": "spendChart",
+          "component": "PieChart",
+          "labels": ["Bills", "Groceries", "Shopping", "Dining", "Transport", "Other"],
+          "values": [890, 520, 430, 340, 210, 150],
+          "variant": "donut"
+        },
+        {
+          "id": "rightCol",
+          "component": "Card",
+          "children": ["billsCard", "goalCard", "scoreCard"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear",
+          "weight": 1
+        },
+        {
+          "id": "billsCard",
+          "component": "Card",
+          "children": ["billsHeader", "billsList"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "billsHeader",
+          "component": "CardHeader",
+          "title": "Bills Due Soon",
+          "subtitle": "Next 30 days"
+        },
+        {
+          "id": "billsList",
+          "component": "ListBlock",
+          "items": ["bill1", "bill2", "bill3", "bill4"]
+        },
+        {
+          "id": "bill1",
+          "component": "ListItem",
+          "title": "Electric — City Power",
+          "subtitle": "Due Feb 5 · Autopay on",
+          "actionLabel": "$94.20"
+        },
+        {
+          "id": "bill2",
+          "component": "ListItem",
+          "title": "Internet — NetWave",
+          "subtitle": "Due Feb 8",
+          "actionLabel": "$59.99"
+        },
+        {
+          "id": "bill3",
+          "component": "ListItem",
+          "title": "Visa ••9904 — Minimum",
+          "subtitle": "Due Feb 12",
+          "actionLabel": "$35.00"
+        },
+        {
+          "id": "bill4",
+          "component": "ListItem",
+          "title": "Rent — Oakview Apts",
+          "subtitle": "Due Mar 1",
+          "actionLabel": "$1,650.00"
+        },
+        {
+          "id": "goalCard",
+          "component": "Card",
+          "children": ["goalHeader", "goalProgress", "goalText"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "goalHeader",
+          "component": "CardHeader",
+          "title": "Vacation Goal ✈️",
+          "subtitle": "Kyoto, Spring 2026"
+        },
+        {
+          "id": "goalProgress",
+          "component": "Progress",
+          "value": 62,
+          "label": "$1,860 of $3,000 saved"
+        },
+        {
+          "id": "goalText",
+          "component": "TextContent",
+          "text": "$1,140 to go — at your current pace of $190/month, you'll hit your goal by **August 2025**, well ahead of the trip.",
+          "size": "small"
+        },
+        {
+          "id": "scoreCard",
+          "component": "Card",
+          "children": ["scoreHeader", "scoreText", "scoreProgress", "scoreNote"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "scoreHeader",
+          "component": "CardHeader",
+          "title": "Credit Score",
+          "subtitle": "Experian · updated Feb 1"
+        },
+        {
+          "id": "scoreText",
+          "component": "TextContent",
+          "text": "752",
+          "size": "large-heavy"
+        },
+        {
+          "id": "scoreProgress",
+          "component": "Progress",
+          "value": 88,
+          "label": "Very Good (300–850 scale)"
+        },
+        {
+          "id": "scoreNote",
+          "component": "TextContent",
+          "text": "▲ Up 12 points since December",
+          "size": "small"
+        },
+        {
+          "id": "toolsRow",
+          "component": "Card",
+          "children": ["transferCard", "statementCard", "freezeCard"],
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear",
+          "align": "start"
+        },
+        {
+          "id": "transferCard",
+          "component": "Card",
+          "children": ["transferHeader", "transferForm"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "transferHeader",
+          "component": "CardHeader",
+          "title": "Move Money",
+          "subtitle": "Transfer between your accounts"
+        },
+        {
+          "id": "transferForm",
+          "component": "Form",
+          "name": "transfer",
+          "fields": ["fcFrom", "fcTo", "fcAmount"],
+          "buttons": "transferButtons"
+        },
+        {
+          "id": "fcFrom",
+          "component": "FormControl",
+          "label": "From",
+          "input": "fromSelect"
+        },
+        {
+          "id": "fromSelect",
+          "component": "Select",
+          "name": "from",
+          "placeholder": "Choose account",
+          "items": ["fromChecking", "fromSavings"]
+        },
+        {
+          "id": "fromChecking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking ••4521 — $4,280.35"
+        },
+        {
+          "id": "fromSavings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings ••7832 — $12,540.00"
+        },
+        {
+          "id": "fcTo",
+          "component": "FormControl",
+          "label": "To",
+          "input": "toSelect"
+        },
+        {
+          "id": "toSelect",
+          "component": "Select",
+          "name": "to",
+          "placeholder": "Choose account",
+          "items": ["toChecking", "toSavings", "toCredit"]
+        },
+        {
+          "id": "toChecking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking ••4521"
+        },
+        {
+          "id": "toSavings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings ••7832"
+        },
+        {
+          "id": "toCredit",
+          "component": "SelectItem",
+          "value": "credit",
+          "label": "Visa ••9904 — pay down balance"
+        },
+        {
+          "id": "fcAmount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "amountInput",
+          "hint": "Up to your available balance"
+        },
+        {
+          "id": "amountInput",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00",
+          "rules": [{"type": "required", "message": "Amount is required"}]
+        },
+        {
+          "id": "transferButtons",
+          "component": "Buttons",
+          "buttons": ["transferBtn"]
+        },
+        {
+          "id": "transferBtn",
+          "component": "Button",
+          "label": "Transfer",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "statementCard",
+          "component": "Card",
+          "children": ["statementHeader", "fcPeriod", "statementBtn"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "statementHeader",
+          "component": "CardHeader",
+          "title": "Statements",
+          "subtitle": "Pick a period to view or download"
+        },
+        {
+          "id": "fcPeriod",
+          "component": "FormControl",
+          "label": "Statement period",
+          "input": "periodPicker",
+          "hint": "Choose a start and end date"
+        },
+        {
+          "id": "periodPicker",
+          "component": "DatePicker",
+          "name": "statementPeriod",
+          "mode": "range"
+        },
+        {
+          "id": "statementBtn",
+          "component": "Button",
+          "label": "Download statement (PDF)",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "freezeCard",
+          "component": "Card",
+          "children": ["freezeHeader", "freezeGroup", "freezeNote"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "freezeHeader",
+          "component": "CardHeader",
+          "title": "Credit Line Controls",
+          "subtitle": "Visa ••9904"
+        },
+        {
+          "id": "freezeGroup",
+          "component": "SwitchGroup",
+          "name": "creditControls",
+          "items": ["freezeItem"],
+          "variant": "clear"
+        },
+        {
+          "id": "freezeItem",
+          "component": "SwitchItem",
+          "name": "freezeCredit",
+          "label": "Freeze credit line",
+          "description": "Instantly blocks all new purchases and cash advances. Recurring charges you've approved still go through."
+        },
+        {
+          "id": "freezeNote",
+          "component": "TextContent",
+          "text": "You can unfreeze anytime — it takes effect immediately.",
+          "size": "small"
+        },
+        {
+          "id": "securityRow",
+          "component": "Card",
+          "children": ["alertsCard", "disputeCard"],
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear",
+          "align": "start"
+        },
+        {
+          "id": "alertsCard",
+          "component": "Card",
+          "children": ["alertsHeader", "alertsGroup", "alertsSaveBtn"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "alertsHeader",
+          "component": "CardHeader",
+          "title": "Alert Triggers",
+          "subtitle": "Choose when we notify you (push + email)"
+        },
+        {
+          "id": "alertsGroup",
+          "component": "CheckBoxGroup",
+          "name": "alerts",
+          "items": ["a1", "a2", "a3", "a4", "a5"]
+        },
+        {
+          "id": "a1",
+          "component": "CheckBoxItem",
+          "label": "Large purchase",
+          "description": "Any transaction over $200",
+          "name": "largePurchase",
+          "defaultChecked": true
+        },
+        {
+          "id": "a2",
+          "component": "CheckBoxItem",
+          "label": "Low balance",
+          "description": "Checking drops below $100",
+          "name": "lowBalance",
+          "defaultChecked": true
+        },
+        {
+          "id": "a3",
+          "component": "CheckBoxItem",
+          "label": "Bill due reminder",
+          "description": "3 days before a bill is due",
+          "name": "billReminder",
+          "defaultChecked": true
+        },
+        {
+          "id": "a4",
+          "component": "CheckBoxItem",
+          "label": "International transaction",
+          "description": "Card used outside the US",
+          "name": "international",
+          "defaultChecked": false
+        },
+        {
+          "id": "a5",
+          "component": "CheckBoxItem",
+          "label": "Credit score change",
+          "description": "Score moves more than 10 points",
+          "name": "scoreChange",
+          "defaultChecked": false
+        },
+        {
+          "id": "alertsSaveBtn",
+          "component": "Button",
+          "label": "Save preferences",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "disputeCard",
+          "component": "Card",
+          "children": ["disputeHeader", "disputeForm"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "disputeHeader",
+          "component": "CardHeader",
+          "title": "Dispute a Transaction",
+          "subtitle": "Something look off? We'll investigate"
+        },
+        {
+          "id": "disputeForm",
+          "component": "Form",
+          "name": "dispute",
+          "fields": ["fcTx", "fcReason"],
+          "buttons": "disputeButtons"
+        },
+        {
+          "id": "fcTx",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "disputeSelect"
+        },
+        {
+          "id": "disputeSelect",
+          "component": "Select",
+          "name": "transaction",
+          "placeholder": "Select a recent transaction",
+          "items": ["d1", "d2", "d3", "d4"]
+        },
+        {
+          "id": "d1",
+          "component": "SelectItem",
+          "value": "txn_1001",
+          "label": "Blue Bottle Coffee — $6.40 (Today)"
+        },
+        {
+          "id": "d2",
+          "component": "SelectItem",
+          "value": "txn_1002",
+          "label": "Whole Foods Market — $82.17 (Yesterday)"
+        },
+        {
+          "id": "d3",
+          "component": "SelectItem",
+          "value": "txn_1003",
+          "label": "Uber — $18.90 (Yesterday)"
+        },
+        {
+          "id": "d4",
+          "component": "SelectItem",
+          "value": "txn_1005",
+          "label": "Netflix — $15.99 (Jan 30)"
+        },
+        {
+          "id": "fcReason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "reasonGroup"
+        },
+        {
+          "id": "reasonGroup",
+          "component": "RadioGroup",
+          "name": "reason",
+          "items": ["r1", "r2", "r3", "r4"]
+        },
+        {
+          "id": "r1",
+          "component": "RadioItem",
+          "value": "unrecognized",
+          "label": "I don't recognize this",
+          "description": "I never made this purchase",
+          "defaultChecked": false
+        },
+        {
+          "id": "r2",
+          "component": "RadioItem",
+          "value": "wrong_amount",
+          "label": "Wrong amount",
+          "description": "I was charged a different amount than expected"
+        },
+        {
+          "id": "r3",
+          "component": "RadioItem",
+          "value": "duplicate",
+          "label": "Duplicate charge",
+          "description": "I was charged twice for the same purchase"
+        },
+        {
+          "id": "r4",
+          "component": "RadioItem",
+          "value": "not_received",
+          "label": "Never received",
+          "description": "Goods or services never arrived"
+        },
+        {
+          "id": "disputeButtons",
+          "component": "Buttons",
+          "buttons": ["disputeBtn"]
+        },
+        {
+          "id": "disputeBtn",
+          "component": "Button",
+          "label": "Submit dispute",
+          "type": "destructive",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All 11 items are covered: three balance cards (1), a transaction list with merchant and amount (2), a donut chart of monthly spending by category (3), upcoming bills (4), a progress bar for the Kyoto vacation fund (5), the 752 credit score with trend (6), a from/to/amount transfer form (7), a freeze switch for the credit line (8), a range date picker for statement periods (9), checkboxes for alert triggers (10), and a dispute form with transaction picker and reason (11). Want me to adjust the layout, add a spending trend chart, or wire up any of the actions further?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..7347025d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r2.txt
@@ -0,0 +1,699 @@
+Here's your personal banking home screen — balances up top, insights in the middle, and all the actions (transfers, freeze, statements, alerts, disputes) below.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1663D9",
+        "agentDisplayName": "Personal Banking"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "balancesRow", "midRow", "billsGoalsRow", "transferCard", "controlsRow", "disputeCard"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "Good morning, Alex",
+          "subtitle": "Here's your money at a glance — Friday, March 14"
+        },
+        {
+          "id": "balancesRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["checkingCard", "savingsCard", "creditCardAcc"]
+        },
+        {
+          "id": "checkingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["checkingHdr", "checkingAmt", "checkingBadge"]
+        },
+        {
+          "id": "checkingHdr",
+          "component": "CardHeader",
+          "title": "Checking",
+          "subtitle": "Everyday ••4821"
+        },
+        {
+          "id": "checkingAmt",
+          "component": "TextContent",
+          "text": "$4,250.32",
+          "size": "large-heavy"
+        },
+        {
+          "id": "checkingBadge",
+          "component": "Badge",
+          "text": "Available balance",
+          "variant": "secondary"
+        },
+        {
+          "id": "savingsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["savingsHdr", "savingsAmt", "savingsBadge"]
+        },
+        {
+          "id": "savingsHdr",
+          "component": "CardHeader",
+          "title": "Savings",
+          "subtitle": "High-yield ••9034"
+        },
+        {
+          "id": "savingsAmt",
+          "component": "TextContent",
+          "text": "$12,480.75",
+          "size": "large-heavy"
+        },
+        {
+          "id": "savingsBadge",
+          "component": "Badge",
+          "text": "4.30% APY",
+          "variant": "secondary"
+        },
+        {
+          "id": "creditCardAcc",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["creditHdr", "creditAmt", "creditBadge"]
+        },
+        {
+          "id": "creditHdr",
+          "component": "CardHeader",
+          "title": "Credit Card",
+          "subtitle": "Rewards ••7710"
+        },
+        {
+          "id": "creditAmt",
+          "component": "TextContent",
+          "text": "-$1,120.45",
+          "size": "large-heavy"
+        },
+        {
+          "id": "creditBadge",
+          "component": "Badge",
+          "text": "$3,879.55 available of $5,000",
+          "variant": "secondary"
+        },
+        {
+          "id": "midRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["txCard", "spendCard"]
+        },
+        {
+          "id": "txCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 3,
+          "children": ["txHdr", "txTable"]
+        },
+        {
+          "id": "txHdr",
+          "component": "CardHeader",
+          "title": "Recent Transactions",
+          "subtitle": "Last 7 days"
+        },
+        {
+          "id": "txTable",
+          "component": "Table",
+          "columns": ["colDate", "colMerchant", "colAmount"]
+        },
+        {
+          "id": "colDate",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Mar 14", "Mar 13", "Mar 12", "Mar 11", "Mar 10"]
+        },
+        {
+          "id": "colMerchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": ["Whole Foods Market", "Shell Gas Station", "Acme Corp — Payroll", "Netflix", "Blue Bottle Coffee"]
+        },
+        {
+          "id": "colAmount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["-$84.20", "-$45.00", "+$2,150.00", "-$15.99", "-$6.75"]
+        },
+        {
+          "id": "spendCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": ["spendHdr", "spendPie"]
+        },
+        {
+          "id": "spendHdr",
+          "component": "CardHeader",
+          "title": "Spending This Month",
+          "subtitle": "March — $1,842 total"
+        },
+        {
+          "id": "spendPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Groceries", "Bills", "Dining", "Transport", "Shopping", "Entertainment"],
+          "values": [520, 412, 310, 240, 180, 180]
+        },
+        {
+          "id": "billsGoalsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["billsCard", "goalsCard"]
+        },
+        {
+          "id": "billsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["billsHdr", "billsList"]
+        },
+        {
+          "id": "billsHdr",
+          "component": "CardHeader",
+          "title": "Bills Due Soon",
+          "subtitle": "Next 30 days"
+        },
+        {
+          "id": "billsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bill1", "bill2", "bill3", "bill4"]
+        },
+        {
+          "id": "bill1",
+          "component": "ListItem",
+          "title": "Electric — City Power",
+          "subtitle": "Due Mar 18 • $96.40",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill2",
+          "component": "ListItem",
+          "title": "Internet — FastNet",
+          "subtitle": "Due Mar 21 • $59.99",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill3",
+          "component": "ListItem",
+          "title": "Rent — Maple Apartments",
+          "subtitle": "Due Apr 1 • $1,450.00",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill4",
+          "component": "ListItem",
+          "title": "Car Insurance — SafeDrive",
+          "subtitle": "Due Apr 3 • $112.50",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "goalsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["goalsHdr", "vacLabel", "vacProgress", "scoreSep", "scoreLabel", "scoreValue", "scoreBadge", "scoreProgress"]
+        },
+        {
+          "id": "goalsHdr",
+          "component": "CardHeader",
+          "title": "Goals & Credit"
+        },
+        {
+          "id": "vacLabel",
+          "component": "TextContent",
+          "text": "**Vacation fund** — $3,400 saved of $5,000 goal (Hawaii, December)",
+          "size": "small"
+        },
+        {
+          "id": "vacProgress",
+          "component": "Progress",
+          "value": 68,
+          "label": "Vacation goal — 68%"
+        },
+        {
+          "id": "scoreSep",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "scoreLabel",
+          "component": "TextContent",
+          "text": "**Credit score** (updated Mar 1)",
+          "size": "small"
+        },
+        {
+          "id": "scoreValue",
+          "component": "TextContent",
+          "text": "742",
+          "size": "large-heavy"
+        },
+        {
+          "id": "scoreBadge",
+          "component": "Badge",
+          "text": "Good • +12 pts this month",
+          "variant": "secondary"
+        },
+        {
+          "id": "scoreProgress",
+          "component": "Progress",
+          "value": 87,
+          "label": "742 of 850"
+        },
+        {
+          "id": "transferCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["transferHdr", "transferForm"]
+        },
+        {
+          "id": "transferHdr",
+          "component": "CardHeader",
+          "title": "Move Money",
+          "subtitle": "Transfer between your accounts instantly"
+        },
+        {
+          "id": "transferForm",
+          "component": "Form",
+          "name": "transfer",
+          "buttons": "transferButtons",
+          "fields": ["fcFrom", "fcTo", "fcAmount"]
+        },
+        {
+          "id": "fcFrom",
+          "component": "FormControl",
+          "label": "From",
+          "input": "fromSelect"
+        },
+        {
+          "id": "fromSelect",
+          "component": "Select",
+          "name": "fromAccount",
+          "placeholder": "Choose source account",
+          "items": ["siFromChecking", "siFromSavings"]
+        },
+        {
+          "id": "siFromChecking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking ••4821 — $4,250.32"
+        },
+        {
+          "id": "siFromSavings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings ••9034 — $12,480.75"
+        },
+        {
+          "id": "fcTo",
+          "component": "FormControl",
+          "label": "To",
+          "input": "toSelect"
+        },
+        {
+          "id": "toSelect",
+          "component": "Select",
+          "name": "toAccount",
+          "placeholder": "Choose destination",
+          "items": ["siToChecking", "siToSavings", "siToCredit"]
+        },
+        {
+          "id": "siToChecking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking ••4821"
+        },
+        {
+          "id": "siToSavings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings ••9034 (incl. vacation fund)"
+        },
+        {
+          "id": "siToCredit",
+          "component": "SelectItem",
+          "value": "credit",
+          "label": "Credit Card ••7710 — pay down balance"
+        },
+        {
+          "id": "fcAmount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "amountInput",
+          "hint": "Minimum $1.00 — transfers are instant and free"
+        },
+        {
+          "id": "amountInput",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transferButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["transferBtn"]
+        },
+        {
+          "id": "transferBtn",
+          "component": "Button",
+          "label": "Transfer Now",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "controlsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["freezeCard", "statementCard", "alertsCard"]
+        },
+        {
+          "id": "freezeCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["freezeHdr", "freezeSwitch"]
+        },
+        {
+          "id": "freezeHdr",
+          "component": "CardHeader",
+          "title": "Card Controls",
+          "subtitle": "Credit line ••7710"
+        },
+        {
+          "id": "freezeSwitch",
+          "component": "SwitchGroup",
+          "name": "cardControls",
+          "items": ["freezeItem"]
+        },
+        {
+          "id": "freezeItem",
+          "component": "SwitchItem",
+          "name": "freezeCredit",
+          "label": "Freeze credit line",
+          "description": "Instantly blocks all new purchases and cash advances until you unfreeze. Recurring bills still go through.",
+          "defaultChecked": false
+        },
+        {
+          "id": "statementCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["stmtHdr", "stmtSelect"]
+        },
+        {
+          "id": "stmtHdr",
+          "component": "CardHeader",
+          "title": "Statement Period",
+          "subtitle": "View or download a statement"
+        },
+        {
+          "id": "stmtSelect",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Choose a period",
+          "items": ["stmt1", "stmt2", "stmt3", "stmt4"]
+        },
+        {
+          "id": "stmt1",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025 (current)"
+        },
+        {
+          "id": "stmt2",
+          "component": "SelectItem",
+          "value": "2025-02",
+          "label": "February 2025"
+        },
+        {
+          "id": "stmt3",
+          "component": "SelectItem",
+          "value": "2025-01",
+          "label": "January 2025"
+        },
+        {
+          "id": "stmt4",
+          "component": "SelectItem",
+          "value": "2024-q4",
+          "label": "Q4 2024 (Oct–Dec)"
+        },
+        {
+          "id": "alertsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["alertsHdr", "alertsSwitch"]
+        },
+        {
+          "id": "alertsHdr",
+          "component": "CardHeader",
+          "title": "Alert Triggers",
+          "subtitle": "Choose what we notify you about"
+        },
+        {
+          "id": "alertsSwitch",
+          "component": "SwitchGroup",
+          "name": "alertTriggers",
+          "items": ["alertLarge", "alertLow", "alertBills", "alertUnusual"]
+        },
+        {
+          "id": "alertLarge",
+          "component": "SwitchItem",
+          "name": "largeTransactions",
+          "label": "Large transactions",
+          "description": "Any purchase over $200",
+          "defaultChecked": true
+        },
+        {
+          "id": "alertLow",
+          "component": "SwitchItem",
+          "name": "lowBalance",
+          "label": "Low balance",
+          "description": "Checking drops below $500",
+          "defaultChecked": true
+        },
+        {
+          "id": "alertBills",
+          "component": "SwitchItem",
+          "name": "billReminders",
+          "label": "Bill due reminders",
+          "description": "3 days before each bill is due",
+          "defaultChecked": false
+        },
+        {
+          "id": "alertUnusual",
+          "component": "SwitchItem",
+          "name": "unusualActivity",
+          "label": "Unusual activity",
+          "description": "New devices, locations, or spend patterns",
+          "defaultChecked": true
+        },
+        {
+          "id": "disputeCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["disputeHdr", "disputeForm"]
+        },
+        {
+          "id": "disputeHdr",
+          "component": "CardHeader",
+          "title": "Dispute a Transaction",
+          "subtitle": "Something look wrong? We'll investigate — most disputes are resolved within 10 business days."
+        },
+        {
+          "id": "disputeForm",
+          "component": "Form",
+          "name": "dispute",
+          "buttons": "disputeButtons",
+          "fields": ["fcTx", "fcReason", "fcDetails"]
+        },
+        {
+          "id": "fcTx",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "disputeTxSelect"
+        },
+        {
+          "id": "disputeTxSelect",
+          "component": "Select",
+          "name": "disputedTransaction",
+          "placeholder": "Select a recent transaction",
+          "items": ["dtx1", "dtx2", "dtx3", "dtx4", "dtx5"]
+        },
+        {
+          "id": "dtx1",
+          "component": "SelectItem",
+          "value": "tx-001",
+          "label": "Mar 14 — Whole Foods Market — $84.20"
+        },
+        {
+          "id": "dtx2",
+          "component": "SelectItem",
+          "value": "tx-002",
+          "label": "Mar 13 — Shell Gas Station — $45.00"
+        },
+        {
+          "id": "dtx3",
+          "component": "SelectItem",
+          "value": "tx-003",
+          "label": "Mar 12 — Acme Corp Payroll — $2,150.00"
+        },
+        {
+          "id": "dtx4",
+          "component": "SelectItem",
+          "value": "tx-004",
+          "label": "Mar 11 — Netflix — $15.99"
+        },
+        {
+          "id": "dtx5",
+          "component": "SelectItem",
+          "value": "tx-005",
+          "label": "Mar 10 — Blue Bottle Coffee — $6.75"
+        },
+        {
+          "id": "fcReason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "disputeReasonSelect"
+        },
+        {
+          "id": "disputeReasonSelect",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Why are you disputing this?",
+          "items": ["dr1", "dr2", "dr3", "dr4", "dr5"]
+        },
+        {
+          "id": "dr1",
+          "component": "SelectItem",
+          "value": "unrecognized",
+          "label": "I don't recognize this charge"
+        },
+        {
+          "id": "dr2",
+          "component": "SelectItem",
+          "value": "duplicate",
+          "label": "Duplicate charge"
+        },
+        {
+          "id": "dr3",
+          "component": "SelectItem",
+          "value": "wrong-amount",
+          "label": "Wrong amount charged"
+        },
+        {
+          "id": "dr4",
+          "component": "SelectItem",
+          "value": "not-received",
+          "label": "Item or service not received"
+        },
+        {
+          "id": "dr5",
+          "component": "SelectItem",
+          "value": "fraud",
+          "label": "Card was lost, stolen, or compromised"
+        },
+        {
+          "id": "fcDetails",
+          "component": "FormControl",
+          "label": "Details (optional)",
+          "input": "disputeDetails"
+        },
+        {
+          "id": "disputeDetails",
+          "component": "TextArea",
+          "name": "disputeDetails",
+          "placeholder": "Tell us what happened — dates, amounts, or any contact with the merchant…",
+          "rows": 3
+        },
+        {
+          "id": "disputeButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["disputeBtn"]
+        },
+        {
+          "id": "disputeBtn",
+          "component": "Button",
+          "label": "Submit Dispute",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All 11 requirements are covered:
+
+1. **Balances** — three cards for Checking ($4,250.32), Savings ($12,480.75), and Credit (−$1,120.45 with available credit)
+2. **Recent transactions** — table with date, merchant, and amount (including a payroll deposit)
+3. **Spending split** — donut chart of this month's $1,842 across six categories
+4. **Bills due soon** — list with payees, due dates, amounts, and Pay actions
+5. **Vacation goal** — progress bar at 68% ($3,400 of $5,000)
+6. **Credit score** — 742 with a "Good" badge and score gauge
+7. **Move money** — form with From/To account selects and an amount field
+8. **Freeze credit line** — toggle switch in Card Controls
+9. **Statement period** — dropdown of statement periods
+10. **Alert triggers** — four toggles (large transactions, low balance, bill reminders, unusual activity)
+11. **Dispute a transaction** — form with transaction picker, reason dropdown, and details field
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..fec9e2e29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r3.txt
@@ -0,0 +1,104 @@
+Here's your personal banking home screen, covering all 11 features:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1B5E20", "agentDisplayName": "Personal Banking" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["hdr","balCard","txCard","spendCard","billsCard","goalsCard","transferCard","creditCard","stmtCard","alertsCard","disputeCard"] },
+
+        { "id": "hdr", "component": "Heading", "text": "Good morning, Alex — My Banking", "level": "h2" },
+
+        { "id": "balCard", "component": "Card", "variant": "card", "children": ["balHdr","balTable"] },
+        { "id": "balHdr", "component": "CardHeader", "title": "Account Balances", "subtitle": "As of today" },
+        { "id": "balTable", "component": "Table", "columns": ["balAcct","balAmt","balStatus"] },
+        { "id": "balAcct", "component": "Col", "label": "Account", "data": ["Checking ••4821","Savings ••9034","Credit Card ••7710"] },
+        { "id": "balAmt", "component": "Col", "label": "Balance", "data": ["$4,250.18","$12,830.45","-$1,120.00"] },
+        { "id": "balStatus", "component": "Col", "label": "Status", "data": ["Available","Available","Active — $3,880 available credit"] },
+
+        { "id": "txCard", "component": "Card", "variant": "card", "children": ["txHdr","txTable"] },
+        { "id": "txHdr", "component": "CardHeader", "title": "Recent Transactions" },
+        { "id": "txTable", "component": "Table", "columns": ["txMerch","txDate","txAmt"] },
+        { "id": "txMerch", "component": "Col", "label": "Merchant", "data": ["Whole Foods Market","Shell Gas Station","Netflix","Amazon.com","PG&E Utilities"] },
+        { "id": "txDate", "component": "Col", "label": "Date", "data": ["Jun 12","Jun 11","Jun 10","Jun 9","Jun 8"] },
+        { "id": "txAmt", "component": "Col", "label": "Amount", "data": ["-$84.32","-$46.10","-$15.99","-$62.47","-$118.20"] },
+
+        { "id": "spendCard", "component": "Card", "variant": "card", "children": ["spendHdr","spendPie"] },
+        { "id": "spendHdr", "component": "CardHeader", "title": "Spending This Month", "subtitle": "By category" },
+        { "id": "spendPie", "component": "PieChart", "variant": "donut", "labels": ["Groceries","Dining","Transport","Utilities","Entertainment","Shopping"], "values": [620, 340, 210, 180, 150, 420] },
+
+        { "id": "billsCard", "component": "Card", "variant": "card", "children": ["billsHdr","billsList"] },
+        { "id": "billsHdr", "component": "CardHeader", "title": "Bills Due Soon" },
+        { "id": "billsList", "component": "ListBlock", "variant": "number", "items": ["bill1","bill2","bill3"] },
+        { "id": "bill1", "component": "ListItem", "title": "Electric — PG&E", "subtitle": "Due Jun 18 • $118.20" },
+        { "id": "bill2", "component": "ListItem", "title": "Internet — Comcast", "subtitle": "Due Jun 21 • $79.99" },
+        { "id": "bill3", "component": "ListItem", "title": "Credit Card Payment", "subtitle": "Due Jun 25 • $150.00 minimum" },
+
+        { "id": "goalsCard", "component": "Card", "variant": "card", "children": ["goalsHdr","goalProg","scoreRow"] },
+        { "id": "goalsHdr", "component": "CardHeader", "title": "Vacation Savings Goal & Credit Score" },
+        { "id": "goalProg", "component": "Progress", "value": 64, "label": "Vacation Fund: $3,200 of $5,000" },
+        { "id": "scoreRow", "component": "TagBlock", "tags": ["Credit Score: 742 — Very Good","+12 pts this quarter"] },
+
+        { "id": "transferCard", "component": "Card", "variant": "card", "children": ["transferHdr","transferForm"] },
+        { "id": "transferHdr", "component": "CardHeader", "title": "Move Money" },
+        { "id": "transferForm", "component": "Form", "name": "transfer", "buttons": "transferBtns", "fields": ["fcFrom","fcTo","fcAmt"] },
+        { "id": "fcFrom", "component": "FormControl", "label": "From", "input": "selFrom" },
+        { "id": "selFrom", "component": "Select", "name": "from", "items": ["siFromC","siFromS"], "placeholder": "Select account" },
+        { "id": "siFromC", "component": "SelectItem", "value": "checking", "label": "Checking ••4821" },
+        { "id": "siFromS", "component": "SelectItem", "value": "savings", "label": "Savings ••9034" },
+        { "id": "fcTo", "component": "FormControl", "label": "To", "input": "selTo" },
+        { "id": "selTo", "component": "Select", "name": "to", "items": ["siToC","siToS","siToCC"], "placeholder": "Select account" },
+        { "id": "siToC", "component": "SelectItem", "value": "checking", "label": "Checking ••4821" },
+        { "id": "siToS", "component": "SelectItem", "value": "savings", "label": "Savings ••9034" },
+        { "id": "siToCC", "component": "SelectItem", "value": "credit", "label": "Credit Card ••7710" },
+        { "id": "fcAmt", "component": "FormControl", "label": "Amount", "input": "amtInput", "hint": "Enter amount in USD" },
+        { "id": "amtInput", "component": "Input", "name": "amount", "type": "number", "placeholder": "0.00" },
+        { "id": "transferBtns", "component": "Buttons", "buttons": ["btnTransfer"] },
+        { "id": "btnTransfer", "component": "Button", "label": "Transfer Now", "variant": "primary" },
+
+        { "id": "creditCard", "component": "Card", "variant": "card", "children": ["creditHdr","freezeSwitch"] },
+        { "id": "creditHdr", "component": "CardHeader", "title": "Credit Line Controls" },
+        { "id": "freezeSwitch", "component": "SwitchGroup", "name": "creditControls", "items": ["swFreeze"] },
+        { "id": "swFreeze", "component": "SwitchItem", "name": "freeze", "label": "Freeze credit line", "description": "Instantly block all new charges on card ••7710" },
+
+        { "id": "stmtCard", "component": "Card", "variant": "card", "children": ["stmtHdr","stmtPicker"] },
+        { "id": "stmtHdr", "component": "CardHeader", "title": "Statements" },
+        { "id": "stmtPicker", "component": "DatePicker", "name": "statementPeriod", "mode": "range" },
+
+        { "id": "alertsCard", "component": "Card", "variant": "card", "children": ["alertsHdr","alertsGroup"] },
+        { "id": "alertsHdr", "component": "CardHeader", "title": "Alert Preferences" },
+        { "id": "alertsGroup", "component": "CheckBoxGroup", "name": "alerts", "items": ["al1","al2","al3","al4"] },
+        { "id": "al1", "component": "CheckBoxItem", "name": "largeTx", "label": "Large transactions", "description": "Notify on charges over $200", "defaultChecked": true },
+        { "id": "al2", "component": "CheckBoxItem", "name": "lowBal", "label": "Low balance", "description": "When checking falls below $500", "defaultChecked": true },
+        { "id": "al3", "component": "CheckBoxItem", "name": "billDue", "label": "Bill reminders", "description": "3 days before a bill is due", "defaultChecked": false },
+        { "id": "al4", "component": "CheckBoxItem", "name": "scoreChange", "label": "Credit score changes", "description": "Monthly score updates", "defaultChecked": false },
+
+        { "id": "disputeCard", "component": "Card", "variant": "card", "children": ["disputeHdr","disputeForm"] },
+        { "id": "disputeHdr", "component": "CardHeader", "title": "Dispute a Transaction" },
+        { "id": "disputeForm", "component": "Form", "name": "dispute", "buttons": "disputeBtns", "fields": ["fcTx","fcReason"] },
+        { "id": "fcTx", "component": "FormControl", "label": "Transaction", "input": "selTx" },
+        { "id": "selTx", "component": "Select", "name": "transaction", "items": ["dtx1","dtx2","dtx3"], "placeholder": "Select transaction" },
+        { "id": "dtx1", "component": "SelectItem", "value": "wf", "label": "Whole Foods — $84.32 (Jun 12)" },
+        { "id": "dtx2", "component": "SelectItem", "value": "amz", "label": "Amazon.com — $62.47 (Jun 9)" },
+        { "id": "dtx3", "component": "SelectItem", "value": "pge", "label": "PG&E — $118.20 (Jun 8)" },
+        { "id": "fcReason", "component": "FormControl", "label": "Reason", "input": "reasonText" },
+        { "id": "reasonText", "component": "TextArea", "name": "reason", "placeholder": "Describe why you're disputing this charge…", "rows": 3 },
+        { "id": "disputeBtns", "component": "Buttons", "buttons": ["btnDispute"] },
+        { "id": "btnDispute", "component": "Button", "label": "Submit Dispute", "variant": "secondary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All 11 items are covered: balances table (1), recent transactions (2), donut chart of monthly spending by category (3), bills due list (4), vacation goal progress bar (5), credit score tag (6), transfer form with from/to/amount (7), credit line freeze switch (8), statement period date-range picker (9), alert trigger checkboxes (10), and a dispute form with transaction selector and reason (11).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..345ce1838
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-bank__r4.txt
@@ -0,0 +1,117 @@
+Here's a complete personal banking home screen covering all 11 requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E5EFF","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"banking-home","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","balancesCard","mainRow","goalsRow","actionsCard","alertsCard"]},
+{"id":"header","component":"CardHeader","title":"Good morning, Alex","subtitle":"Here's your financial overview for November"},
+
+{"id":"balancesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["balancesHeader","balancesTable","creditScoreRow"]},
+{"id":"balancesHeader","component":"CardHeader","title":"Account Balances","subtitle":"As of today"},
+{"id":"balancesTable","component":"Table","columns":["colAccount","colBalance","colStatus"]},
+{"id":"colAccount","component":"Col","label":"Account","data":["Checking ••4821","Savings ••9034","Credit Card ••7710"],"type":"string"},
+{"id":"colBalance","component":"Col","label":"Balance","data":["$4,280.55","$18,940.20","-$1,245.80"],"type":"string"},
+{"id":"colStatus","component":"Col","label":"Status","data":["Active","Active","Active"],"type":"string"},
+{"id":"creditScoreRow","component":"Card","variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","children":["creditScoreText","creditScoreBadge"]},
+{"id":"creditScoreText","component":"TextContent","text":"**Credit Score: 742** — Excellent. Up 8 points since last month.","size":"default"},
+{"id":"creditScoreBadge","component":"Badge","text":"Excellent","variant":"default"},
+
+{"id":"mainRow","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["transactionsCard","spendingCard"]},
+{"id":"transactionsCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["txHeader","txTable","disputeSection","statementPicker"]},
+{"id":"txHeader","component":"CardHeader","title":"Recent Transactions","subtitle":"Last 7 days"},
+{"id":"txTable","component":"Table","columns":["colMerchant","colDate","colAmount"]},
+{"id":"colMerchant","component":"Col","label":"Merchant","data":["Whole Foods Market","Shell Gas Station","Netflix","Amazon.com","Starbucks","PG&E Utilities"],"type":"string"},
+{"id":"colDate","component":"Col","label":"Date","data":["Nov 12","Nov 11","Nov 10","Nov 9","Nov 8","Nov 7"],"type":"string"},
+{"id":"colAmount","component":"Col","label":"Amount","data":["-$86.42","-$45.00","-$15.99","-$112.30","-$6.75","-$98.20"],"type":"string"},
+{"id":"disputeSection","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["disputeHeader","disputeForm"]},
+{"id":"disputeHeader","component":"TextContent","text":"**Dispute a Transaction**","size":"small-heavy"},
+{"id":"disputeForm","component":"Form","name":"disputeForm","buttons":"disputeButtons","fields":["disputeMerchantControl","disputeReasonControl","disputeDetailsControl"]},
+{"id":"disputeMerchantControl","component":"FormControl","label":"Transaction","input":"disputeMerchantSelect","hint":"Pick the transaction to dispute"},
+{"id":"disputeMerchantSelect","component":"Select","name":"merchant","placeholder":"Select transaction","items":["dItem1","dItem2","dItem3","dItem4","dItem5","dItem6"]},
+{"id":"dItem1","component":"SelectItem","value":"wholefoods","label":"Whole Foods — $86.42"},
+{"id":"dItem2","component":"SelectItem","value":"shell","label":"Shell — $45.00"},
+{"id":"dItem3","component":"SelectItem","value":"netflix","label":"Netflix — $15.99"},
+{"id":"dItem4","component":"SelectItem","value":"amazon","label":"Amazon — $112.30"},
+{"id":"dItem5","component":"SelectItem","value":"starbucks","label":"Starbucks — $6.75"},
+{"id":"dItem6","component":"SelectItem","value":"pge","label":"PG&E — $98.20"},
+{"id":"disputeReasonControl","component":"FormControl","label":"Reason","input":"disputeReasonSelect"},
+{"id":"disputeReasonSelect","component":"Select","name":"reason","placeholder":"Select reason","items":["rItem1","rItem2","rItem3","rItem4"]},
+{"id":"rItem1","component":"SelectItem","value":"unauthorized","label":"Unauthorized charge"},
+{"id":"rItem2","component":"SelectItem","value":"duplicate","label":"Duplicate charge"},
+{"id":"rItem3","component":"SelectItem","value":"wrong_amount","label":"Wrong amount"},
+{"id":"rItem4","component":"SelectItem","value":"not_received","label":"Item/service not received"},
+{"id":"disputeDetailsControl","component":"FormControl","label":"Details","input":"disputeDetails"},
+{"id":"disputeDetails","component":"TextArea","name":"details","placeholder":"Describe the issue...","rows":3},
+{"id":"disputeButtons","component":"Buttons","buttons":["disputeSubmit"]},
+{"id":"disputeSubmit","component":"Button","label":"Submit Dispute","variant":"primary","action":[{"event":"submit_dispute"}]},
+{"id":"statementPicker","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["statementHeader","statementControl"]},
+{"id":"statementHeader","component":"TextContent","text":"**Statement Period**","size":"small-heavy"},
+{"id":"statementControl","component":"FormControl","label":"Select period","input":"statementDatePicker","hint":"Choose a date range to download or view statements"},
+{"id":"statementDatePicker","component":"DatePicker","name":"statementPeriod","mode":"range"},
+
+{"id":"spendingCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["spendingHeader","spendingChart","billsHeader","billsList"]},
+{"id":"spendingHeader","component":"CardHeader","title":"Spending This Month","subtitle":"$1,842 total across categories"},
+{"id":"spendingChart","component":"PieChart","variant":"donut","labels":["Groceries","Dining","Transport","Utilities","Entertainment","Shopping"],"values":[520,310,240,180,142,450]},
+{"id":"billsHeader","component":"CardHeader","title":"Bills Due Soon","subtitle":"Next 14 days"},
+{"id":"billsList","component":"ListBlock","variant":"number","items":["bill1","bill2","bill3"]},
+{"id":"bill1","component":"ListItem","title":"Rent — $1,650","subtitle":"Due Nov 15 · Auto-pay on"},
+{"id":"bill2","component":"ListItem","title":"Electric (PG&E) — $98.20","subtitle":"Due Nov 18 · Auto-pay off"},
+{"id":"bill3","component":"ListItem","title":"Internet (Comcast) — $79.99","subtitle":"Due Nov 22 · Auto-pay on"},
+
+{"id":"goalsRow","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["goalCard","transferCard"]},
+{"id":"goalCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["goalHeader","goalProgress","goalText"]},
+{"id":"goalHeader","component":"CardHeader","title":"Vacation Savings Goal","subtitle":"Hawaii trip — June 2026"},
+{"id":"goalProgress","component":"Progress","value":68,"label":"$3,400 of $5,000 saved"},
+{"id":"goalText","component":"TextContent","text":"You're on track! At your current pace of $400/month, you'll hit your goal by April 2026 — two months early. 🎉","size":"small"},
+{"id":"transferCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["transferHeader","transferForm"]},
+{"id":"transferHeader","component":"CardHeader","title":"Move Money","subtitle":"Transfer between your accounts"},
+{"id":"transferForm","component":"Form","name":"transferForm","buttons":"transferButtons","fields":["fromControl","toControl","amountControl"]},
+{"id":"fromControl","component":"FormControl","label":"From","input":"fromSelect"},
+{"id":"fromSelect","component":"Select","name":"from","placeholder":"Source account","items":["fromChecking","fromSavings"]},
+{"id":"fromChecking","component":"SelectItem","value":"checking","label":"Checking ••4821 — $4,280.55"},
+{"id":"fromSavings","component":"SelectItem","value":"savings","label":"Savings ••9034 — $18,940.20"},
+{"id":"toControl","component":"FormControl","label":"To","input":"toSelect"},
+{"id":"toSelect","component":"Select","name":"to","placeholder":"Destination account","items":["toChecking","toSavings","toCredit"]},
+{"id":"toChecking","component":"SelectItem","value":"checking","label":"Checking ••4821"},
+{"id":"toSavings","component":"SelectItem","value":"savings","label":"Savings ••9034"},
+{"id":"toCredit","component":"SelectItem","value":"credit","label":"Credit Card ••7710 (payment)"},
+{"id":"amountControl","component":"FormControl","label":"Amount","input":"amountInput","hint":"Enter an amount in USD"},
+{"id":"amountInput","component":"Input","name":"amount","type":"number","placeholder":"0.00"},
+{"id":"transferButtons","component":"Buttons","buttons":["transferSubmit"]},
+{"id":"transferSubmit","component":"Button","label":"Transfer Now","variant":"primary","action":[{"event":"submit_transfer"}]},
+
+{"id":"actionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["creditLineHeader","creditLineRow"]},
+{"id":"creditLineHeader","component":"CardHeader","title":"Credit Line Controls","subtitle":"Instantly freeze or unfreeze your credit line"},
+{"id":"creditLineRow","component":"Card","variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","children":["creditLineStatus","freezeButton"]},
+{"id":"creditLineStatus","component":"TextContent","text":"**Credit line is currently ACTIVE.** Freezing blocks all new purchases instantly; recurring charges still process.","size":"default"},
+{"id":"freezeButton","component":"Button","label":"Freeze Credit Line","variant":"secondary","type":"destructive","action":[{"event":"freeze_credit_line"}]},
+
+{"id":"alertsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["alertsHeader","alertsGroup"]},
+{"id":"alertsHeader","component":"CardHeader","title":"Alert Preferences","subtitle":"Choose what triggers a notification"},
+{"id":"alertsGroup","component":"SwitchGroup","name":"alertPrefs","variant":"clear","items":["alert1","alert2","alert3","alert4","alert5"]},
+{"id":"alert1","component":"SwitchItem","name":"large_purchase","label":"Large purchases","description":"Any transaction over $200","defaultChecked":true},
+{"id":"alert2","component":"SwitchItem","name":"low_balance","label":"Low balance","description":"Checking drops below $500","defaultChecked":true},
+{"id":"alert3","component":"SwitchItem","name":"bill_due","label":"Bill due reminders","description":"3 days before a bill is due","defaultChecked":true},
+{"id":"alert4","component":"SwitchItem","name":"international","label":"International transactions","description":"Any charge made outside the US","defaultChecked":false},
+{"id":"alert5","component":"SwitchItem","name":"score_change","label":"Credit score changes","description":"Monthly score updates and big shifts","defaultChecked":false}
+]}}
+</a2ui-json>
+
+Everything you asked for is on this single screen:
+
+1. **Balances** — checking, savings, and credit in a table at top
+2. **Recent transactions** — merchant, date, and amount for each
+3. **Spending split** — donut chart of this month by category
+4. **Bills due soon** — rent, electric, and internet with due dates
+5. **Vacation goal** — progress bar at 68% ($3,400 / $5,000)
+6. **Credit score** — 742 with an "Excellent" badge
+7. **Move money** — from/to account selectors plus an amount field
+8. **Freeze credit line** — destructive action button with current status
+9. **Statement period** — range date picker
+10. **Alert triggers** — five toggle switches for notification rules
+11. **Dispute a transaction** — form with transaction picker, reason, and details
+
+Want me to add anything, like a cash-flow trend chart or upcoming direct deposit info?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..d0fba5005
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r1.txt
@@ -0,0 +1,363 @@
+Here's a single-screen Creator Studio dashboard covering all 11 items — KPI cards up top, platform filter, charts and ranked lists in the middle, and a post scheduler at the bottom.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "Creator Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator-studio",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "filterBar", "statsRow", "middleRow", "activityRow", "scheduleCard"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "header",
+        "title": "Creator Studio",
+        "subtitle": "Cross-platform performance at a glance"
+      },
+      {
+        "component": "Card",
+        "id": "filterBar",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["filterControl"]
+      },
+      {
+        "component": "FormControl",
+        "id": "filterControl",
+        "label": "Narrow everything to one platform",
+        "input": "platformFilter",
+        "hint": "All stats, charts, and lists below update to match"
+      },
+      {
+        "component": "Select",
+        "id": "platformFilter",
+        "name": "platformFilter",
+        "placeholder": "All platforms",
+        "items": ["pfAll", "pfIg", "pfTt", "pfYt", "pfX"]
+      },
+      { "component": "SelectItem", "id": "pfAll", "value": "all", "label": "All platforms" },
+      { "component": "SelectItem", "id": "pfIg", "value": "instagram", "label": "Instagram" },
+      { "component": "SelectItem", "id": "pfTt", "value": "tiktok", "label": "TikTok" },
+      { "component": "SelectItem", "id": "pfYt", "value": "youtube", "label": "YouTube" },
+      { "component": "SelectItem", "id": "pfX", "value": "x", "label": "X (Twitter)" },
+      {
+        "component": "Card",
+        "id": "statsRow",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["followersCard", "engagementCard", "earningsCard", "bestHourCard"]
+      },
+      {
+        "component": "Card",
+        "id": "followersCard",
+        "gap": "s",
+        "children": ["followersTitle", "followersValue", "followersDelta", "followersChart"]
+      },
+      { "component": "TextContent", "id": "followersTitle", "text": "Total followers", "size": "small" },
+      { "component": "TextContent", "id": "followersValue", "text": "128,400", "size": "large-heavy" },
+      { "component": "TextContent", "id": "followersDelta", "text": "▲ +7,480 (+6.2%) in the past 30 days", "size": "small" },
+      {
+        "component": "LineChart",
+        "id": "followersChart",
+        "labels": ["Week 1", "Week 2", "Week 3", "Week 4", "Today"],
+        "series": ["followersSeries"],
+        "variant": "natural",
+        "xLabel": "Past month",
+        "yLabel": "Followers"
+      },
+      {
+        "component": "Series",
+        "id": "followersSeries",
+        "category": "Followers",
+        "values": [120900, 122700, 124600, 126500, 128400]
+      },
+      {
+        "component": "Card",
+        "id": "engagementCard",
+        "gap": "s",
+        "children": ["engagementTitle", "engagementValue", "engagementNote", "engagementBar"]
+      },
+      { "component": "TextContent", "id": "engagementTitle", "text": "Engagement rate", "size": "small" },
+      { "component": "TextContent", "id": "engagementValue", "text": "4.8%", "size": "large-heavy" },
+      { "component": "TextContent", "id": "engagementNote", "text": "Above the 3.1% platform average", "size": "small" },
+      { "component": "Progress", "id": "engagementBar", "value": 48, "label": "48% of 10% stretch goal" },
+      {
+        "component": "Card",
+        "id": "earningsCard",
+        "gap": "s",
+        "children": ["earningsTitle", "earningsValue", "earningsNote"]
+      },
+      { "component": "TextContent", "id": "earningsTitle", "text": "Earnings this month", "size": "small" },
+      { "component": "TextContent", "id": "earningsValue", "text": "$2,340", "size": "large-heavy" },
+      { "component": "TextContent", "id": "earningsNote", "text": "▲ 18% vs last month · next payout on the 1st", "size": "small" },
+      {
+        "component": "Card",
+        "id": "bestHourCard",
+        "gap": "s",
+        "children": ["bestHourTitle", "bestHourValue", "bestHourNote"]
+      },
+      { "component": "TextContent", "id": "bestHourTitle", "text": "Best hour to post", "size": "small" },
+      { "component": "TextContent", "id": "bestHourValue", "text": "7–8 PM", "size": "large-heavy" },
+      { "component": "TextContent", "id": "bestHourNote", "text": "Weekdays, based on your last 90 days of post performance", "size": "small" },
+      {
+        "component": "Card",
+        "id": "middleRow",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["audienceCard", "bestPostsCard"]
+      },
+      {
+        "component": "Card",
+        "id": "audienceCard",
+        "gap": "s",
+        "children": ["audienceHeader", "audiencePie"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "audienceHeader",
+        "title": "Audience split by platform",
+        "subtitle": "Share of total followers"
+      },
+      {
+        "component": "PieChart",
+        "id": "audiencePie",
+        "labels": ["Instagram", "TikTok", "YouTube", "X"],
+        "values": [52000, 41000, 24000, 11400],
+        "variant": "donut"
+      },
+      {
+        "component": "Card",
+        "id": "bestPostsCard",
+        "gap": "s",
+        "children": ["bestPostsHeader", "bestPostsTable"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "bestPostsHeader",
+        "title": "Best posts this month",
+        "subtitle": "Ranked by reach"
+      },
+      {
+        "component": "Table",
+        "id": "bestPostsTable",
+        "columns": ["colPost", "colPlatform", "colReach"]
+      },
+      {
+        "component": "Col",
+        "id": "colPost",
+        "label": "Post",
+        "data": ["Studio tour reel", "5 tips for beginners", "Behind the edit", "Q&A livestream highlights"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colPlatform",
+        "label": "Platform",
+        "data": ["Instagram", "TikTok", "YouTube", "TikTok"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colReach",
+        "label": "Reach",
+        "data": ["482K", "356K", "211K", "148K"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "activityRow",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["scheduledCard", "commentsCard", "collabCard"]
+      },
+      {
+        "component": "Card",
+        "id": "scheduledCard",
+        "gap": "s",
+        "children": ["scheduledHeader", "scheduledList"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "scheduledHeader",
+        "title": "Posts scheduled this week",
+        "subtitle": "5 posts queued"
+      },
+      {
+        "component": "ListBlock",
+        "id": "scheduledList",
+        "variant": "number",
+        "items": ["sched1", "sched2", "sched3", "sched4", "sched5"]
+      },
+      { "component": "ListItem", "id": "sched1", "title": "Mon 9:00 AM — Morning routine vlog", "subtitle": "YouTube" },
+      { "component": "ListItem", "id": "sched2", "title": "Tue 12:30 PM — Photo dump: spring looks", "subtitle": "Instagram" },
+      { "component": "ListItem", "id": "sched3", "title": "Wed 7:00 PM — Duets reaction", "subtitle": "TikTok" },
+      { "component": "ListItem", "id": "sched4", "title": "Fri 6:00 PM — Tutorial: color grading", "subtitle": "YouTube" },
+      { "component": "ListItem", "id": "sched5", "title": "Sun 11:00 AM — Weekly recap thread", "subtitle": "X" },
+      {
+        "component": "Card",
+        "id": "commentsCard",
+        "gap": "s",
+        "children": ["commentsHeader", "commentsBadge", "commentsList"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "commentsHeader",
+        "title": "Comments waiting for a reply"
+      },
+      { "component": "Badge", "id": "commentsBadge", "text": "23 waiting", "variant": "destructive" },
+      {
+        "component": "ListBlock",
+        "id": "commentsList",
+        "items": ["cmt1", "cmt2", "cmt3"]
+      },
+      { "component": "ListItem", "id": "cmt1", "title": "\"What camera do you use?\" — @lensfan", "subtitle": "Instagram · 2h ago", "actionLabel": "Reply" },
+      { "component": "ListItem", "id": "cmt2", "title": "\"Part 2 of the tutorial please!!\" — @creativekim", "subtitle": "TikTok · 5h ago", "actionLabel": "Reply" },
+      { "component": "ListItem", "id": "cmt3", "title": "\"Collab when?\" — @dailydrops", "subtitle": "YouTube · 1d ago", "actionLabel": "Reply" },
+      {
+        "component": "Card",
+        "id": "collabCard",
+        "gap": "s",
+        "children": ["collabHeader", "collabBadge", "collabList"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "collabHeader",
+        "title": "Pending collaboration requests"
+      },
+      { "component": "Badge", "id": "collabBadge", "text": "3 pending", "variant": "secondary" },
+      {
+        "component": "ListBlock",
+        "id": "collabList",
+        "items": ["clb1", "clb2", "clb3"]
+      },
+      { "component": "ListItem", "id": "clb1", "title": "Nova Audio — sponsored reel", "subtitle": "$1,200 · response due in 5 days", "actionLabel": "Review" },
+      { "component": "ListItem", "id": "clb2", "title": "FitFuel — 30s TikTok integration", "subtitle": "$850 · brief attached", "actionLabel": "Review" },
+      { "component": "ListItem", "id": "clb3", "title": "TravelNest — YouTube feature", "subtitle": "$2,400 · negotiating terms", "actionLabel": "Review" },
+      {
+        "component": "Card",
+        "id": "scheduleCard",
+        "gap": "m",
+        "children": ["scheduleHeader", "scheduleForm"]
+      },
+      {
+        "component": "CardHeader",
+        "id": "scheduleHeader",
+        "title": "Schedule a post",
+        "subtitle": "Queue content to any platform — aim for your 7–8 PM peak"
+      },
+      {
+        "component": "Form",
+        "id": "scheduleForm",
+        "name": "schedulePost",
+        "fields": ["fcCaption", "fcPostPlatform", "fcDate", "fcTime"],
+        "buttons": "scheduleButtons"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcCaption",
+        "label": "Caption",
+        "input": "captionInput",
+        "hint": "Supports hashtags and @mentions"
+      },
+      {
+        "component": "TextArea",
+        "id": "captionInput",
+        "name": "caption",
+        "placeholder": "Write your caption…",
+        "rows": 3
+      },
+      {
+        "component": "FormControl",
+        "id": "fcPostPlatform",
+        "label": "Platform",
+        "input": "postPlatformSelect"
+      },
+      {
+        "component": "Select",
+        "id": "postPlatformSelect",
+        "name": "postPlatform",
+        "placeholder": "Choose a platform",
+        "items": ["ppIg", "ppTt", "ppYt", "ppX"]
+      },
+      { "component": "SelectItem", "id": "ppIg", "value": "instagram", "label": "Instagram" },
+      { "component": "SelectItem", "id": "ppTt", "value": "tiktok", "label": "TikTok" },
+      { "component": "SelectItem", "id": "ppYt", "value": "youtube", "label": "YouTube" },
+      { "component": "SelectItem", "id": "ppX", "value": "x", "label": "X (Twitter)" },
+      {
+        "component": "FormControl",
+        "id": "fcDate",
+        "label": "Date",
+        "input": "postDate"
+      },
+      {
+        "component": "DatePicker",
+        "id": "postDate",
+        "name": "date",
+        "mode": "single"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcTime",
+        "label": "Time",
+        "input": "postTime"
+      },
+      {
+        "component": "Input",
+        "id": "postTime",
+        "name": "time",
+        "type": "text",
+        "placeholder": "e.g. 7:00 PM"
+      },
+      {
+        "component": "Buttons",
+        "id": "scheduleButtons",
+        "buttons": ["btnSchedule", "btnDraft"]
+      },
+      { "component": "Button", "id": "btnSchedule", "label": "Schedule post", "variant": "primary" },
+      { "component": "Button", "id": "btnDraft", "label": "Save as draft", "variant": "secondary" }
+    ]
+  }
+}
+</a2ui-json>
+
+How each requirement is covered:
+
+1. **Followers + growth** — big number card with 30-day delta and a trend line chart
+2. **Engagement rate** — 4.8% KPI card with progress toward a stretch goal
+3. **Best posts** — ranked table showing each post, its platform, and its reach
+4. **Audience split** — donut chart across Instagram, TikTok, YouTube, and X
+5. **Scheduled this week** — numbered list of 5 queued posts with day/time/platform
+6. **Best hour to post** — dedicated card (7–8 PM weekdays, from 90 days of history)
+7. **Unreplied comments** — "23 waiting" badge plus the newest comments with Reply actions
+8. **Earnings this month** — $2,340 KPI card with month-over-month change
+9. **Collab requests** — "3 pending" badge with brand deals, values, and Review actions
+10. **Post scheduler** — form with caption, platform, date, and time fields
+11. **Platform filter** — the dropdown at the top narrows the whole screen to one platform
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..6dde64711
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r2.txt
@@ -0,0 +1,106 @@
+Here's a complete cross-platform creator studio dashboard covering all 11 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"creator-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","platformFilter","statsRow","chartsRow","middleRow","bottomRow","scheduleCard","collabCard"]},
+{"id":"header","component":"CardHeader","title":"Cross-Platform Studio","subtitle":"Your creator command center — all platforms in one view"},
+{"id":"platformFilter","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["filterLabel","platformSelect","si-all","si-ig","si-yt","si-tt","si-x"]},
+{"id":"filterLabel","component":"Label","text":"Narrow everything to one platform:"},
+{"id":"platformSelect","component":"Select","name":"platform","items":["si-all","si-ig","si-yt","si-tt","si-x"],"value":"all","size":"medium"},
+{"id":"si-all","component":"SelectItem","value":"all","label":"All Platforms"},
+{"id":"si-ig","component":"SelectItem","value":"instagram","label":"Instagram"},
+{"id":"si-yt","component":"SelectItem","value":"youtube","label":"YouTube"},
+{"id":"si-tt","component":"SelectItem","value":"tiktok","label":"TikTok"},
+{"id":"si-x","component":"SelectItem","value":"x","label":"X (Twitter)"},
+{"id":"statsRow","component":"Card","direction":"row","gap":"m","children":["statFollowers","statEngagement","statEarnings","statComments"]},
+{"id":"statFollowers","component":"Card","variant":"sunk","children":["sfHead","sfVal","sfGrowth"]},
+{"id":"sfHead","component":"TextContent","text":"**Total Followers**","size":"small"},
+{"id":"sfVal","component":"TextContent","text":"1.24M","size":"large-heavy"},
+{"id":"sfGrowth","component":"Tag","text":"+8.2% this month","variant":"success"},
+{"id":"statEngagement","component":"Card","variant":"sunk","children":["seHead","seVal","seTag"]},
+{"id":"seHead","component":"TextContent","text":"**Engagement Rate**","size":"small"},
+{"id":"seVal","component":"TextContent","text":"5.7%","size":"large-heavy"},
+{"id":"seTag","component":"Tag","text":"Above 3.1% avg","variant":"info"},
+{"id":"statEarnings","component":"Card","variant":"sunk","children":["smHead","smVal","smTag"]},
+{"id":"smHead","component":"TextContent","text":"**Earnings This Month**","size":"small"},
+{"id":"smVal","component":"TextContent","text":"$12,480","size":"large-heavy"},
+{"id":"smTag","component":"Tag","text":"+15% vs last month","variant":"success"},
+{"id":"statComments","component":"Card","variant":"sunk","children":["scHead","scVal","scTag"]},
+{"id":"scHead","component":"TextContent","text":"**Comments Awaiting Reply**","size":"small"},
+{"id":"scVal","component":"TextContent","text":"37","size":"large-heavy"},
+{"id":"scTag","component":"Tag","text":"12 high priority","variant":"warning"},
+{"id":"chartsRow","component":"Card","direction":"row","gap":"m","children":["growthCard","splitCard"]},
+{"id":"growthCard","component":"Card","children":["growthHead","growthChart","growthSeries"]},
+{"id":"growthHead","component":"CardHeader","title":"Follower Growth — Past Month"},
+{"id":"growthChart","component":"AreaChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["growthSeries"],"xLabel":"Week","yLabel":"Followers (K)"},
+{"id":"growthSeries","component":"Series","category":"Followers","values":[1146,1172,1205,1240]},
+{"id":"splitCard","component":"Card","children":["splitHead","splitChart"]},
+{"id":"splitHead","component":"CardHeader","title":"Audience Split by Platform"},
+{"id":"splitChart","component":"PieChart","labels":["Instagram","YouTube","TikTok","X"],"values":[42,28,22,8],"variant":"donut"},
+{"id":"middleRow","component":"Card","direction":"row","gap":"m","children":["bestPostsCard","bestHourCard"]},
+{"id":"bestPostsCard","component":"Card","children":["bpHead","bpTable","bpColPost","bpColPlatform","bpColReach"]},
+{"id":"bpHead","component":"CardHeader","title":"Best Posts This Month"},
+{"id":"bpTable","component":"Table","columns":["bpColPost","bpColPlatform","bpColReach"]},
+{"id":"bpColPost","component":"Col","label":"Post","data":["Studio tour vlog","Morning routine reel","Gear breakdown","Q&A livestream highlights"]},
+{"id":"bpColPlatform","component":"Col","label":"Platform","data":["YouTube","Instagram","TikTok","YouTube"]},
+{"id":"bpColReach","component":"Col","label":"Reach","data":[482000,391000,355000,210000],"type":"number"},
+{"id":"bestHourCard","component":"Card","children":["bhHead","bhCallout","bhChart","bhSeries"]},
+{"id":"bhHead","component":"CardHeader","title":"Best Hour to Post (from history)"},
+{"id":"bhCallout","component":"Callout","variant":"success","title":"Post at 6:00 PM","description":"Posts at 6 PM get 34% higher engagement than your average across platforms."},
+{"id":"bhChart","component":"BarChart","labels":["9AM","12PM","3PM","6PM","9PM"],"series":["bhSeries"],"xLabel":"Hour","yLabel":"Avg engagement %"},
+{"id":"bhSeries","component":"Series","category":"Engagement","values":[3.2,4.1,4.8,7.7,5.1]},
+{"id":"bottomRow","component":"Card","direction":"row","gap":"m","children":["scheduledCard","commentsCard"]},
+{"id":"scheduledCard","component":"Card","children":["schHead","schList","sch1","sch2","sch3","sch4"]},
+{"id":"schHead","component":"CardHeader","title":"Posts Scheduled This Week"},
+{"id":"schList","component":"ListBlock","items":["sch1","sch2","sch3","sch4"]},
+{"id":"sch1","component":"ListItem","title":"Behind-the-scenes reel","subtitle":"Instagram — Tue 6:00 PM"},
+{"id":"sch2","component":"ListItem","title":"Tutorial: lighting setup","subtitle":"YouTube — Wed 5:30 PM"},
+{"id":"sch3","component":"ListItem","title":"15-sec trend clip","subtitle":"TikTok — Thu 6:00 PM"},
+{"id":"sch4","component":"ListItem","title":"Poll: next video topic","subtitle":"X — Fri 4:00 PM"},
+{"id":"commentsCard","component":"Card","children":["cmHead","cmList","cm1","cm2","cm3","cmBtn"]},
+{"id":"cmHead","component":"CardHeader","title":"Comments Waiting for Reply"},
+{"id":"cmList","component":"ListBlock","items":["cm1","cm2","cm3"]},
+{"id":"cm1","component":"ListItem","title":"\"What camera do you use?\" — @lena_m","subtitle":"YouTube · 12 min ago","actionLabel":"Reply"},
+{"id":"cm2","component":"ListItem","title":"\"Collab when?? 🔥\" — @djkaro","subtitle":"Instagram · 1 hr ago","actionLabel":"Reply"},
+{"id":"cm3","component":"ListItem","title":"\"This helped so much, thank you!\" — @samcreates","subtitle":"TikTok · 3 hrs ago","actionLabel":"Reply"},
+{"id":"cmBtn","component":"Button","label":"View all 37 comments","variant":"secondary"},
+{"id":"scheduleCard","component":"Card","children":["spHead","spForm","spCaptionCtl","spCaption","spTimeCtl","spTime","spPlatformCtl","spPlatformSel","spPi1","spPi2","spPi3","spPi4","spButtons","spSubmit"]},
+{"id":"spHead","component":"CardHeader","title":"Schedule a Post","subtitle":"Write a caption, pick a platform and time"},
+{"id":"spForm","component":"Form","name":"schedulePost","fields":["spCaptionCtl","spPlatformCtl","spTimeCtl"],"buttons":"spButtons"},
+{"id":"spCaptionCtl","component":"FormControl","label":"Caption","input":"spCaption","hint":"Up to 2,200 characters"},
+{"id":"spCaption","component":"TextArea","name":"caption","placeholder":"Write your caption... #tags @mentions","rows":3},
+{"id":"spPlatformCtl","component":"FormControl","label":"Platform","input":"spPlatformSel"},
+{"id":"spPlatformSel","component":"Select","name":"postPlatform","items":["spPi1","spPi2","spPi3","spPi4"],"placeholder":"Choose platform"},
+{"id":"spPi1","component":"SelectItem","value":"instagram","label":"Instagram"},
+{"id":"spPi2","component":"SelectItem","value":"youtube","label":"YouTube"},
+{"id":"spPi3","component":"SelectItem","value":"tiktok","label":"TikTok"},
+{"id":"spPi4","component":"SelectItem","value":"x","label":"X (Twitter)"},
+{"id":"spTimeCtl","component":"FormControl","label":"Publish date & time","input":"spTime","hint":"Tip: 6 PM is your best hour"},
+{"id":"spTime","component":"DatePicker","name":"publishTime","mode":"single"},
+{"id":"spButtons","component":"Buttons","buttons":["spSubmit"]},
+{"id":"spSubmit","component":"Button","label":"Schedule Post","variant":"primary"},
+{"id":"collabCard","component":"Card","children":["cbHead","cbList","cb1","cb2"]},
+{"id":"cbHead","component":"CardHeader","title":"Pending Collaboration Requests"},
+{"id":"cbList","component":"ListBlock","items":["cb1","cb2"]},
+{"id":"cb1","component":"ListItem","title":"NovaAudio — Sponsored headphone review","subtitle":"$4,500 offer · expires in 5 days","actionLabel":"Review"},
+{"id":"cb2","component":"ListItem","title":"FitFuel — 3-post Instagram campaign","subtitle":"$2,800 offer · expires in 9 days","actionLabel":"Review"}
+]}}
+</a2ui-json>
+
+This single screen covers everything:
+
+1. **Follower total + monthly growth** — 1.24M stat card with +8.2% tag, plus an area chart of the past 4 weeks
+2. **Engagement rate** — 5.7% stat card benchmarked against average
+3. **Best posts this month** — table with reach per post
+4. **Audience split by platform** — donut chart (IG/YT/TikTok/X)
+5. **Posts scheduled this week** — list with platform and time
+6. **Best hour to post** — callout (6 PM) backed by an hourly engagement bar chart
+7. **Comments awaiting reply** — 37 stat + top 3 with reply actions
+8. **Earnings this month** — $12,480 with month-over-month change
+9. **Pending collab requests** — list with offers and review actions
+10. **Schedule a post** — form with caption, platform select, and date picker
+11. **Platform filter** — dropdown at the top to narrow the whole dashboard to one platform
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..95d70296c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r3.txt
@@ -0,0 +1,216 @@
+Here's your cross-platform Creator Studio — a single dashboard covering all 11 items: KPIs up top (followers, engagement, earnings, best hour), growth and audience-split charts, top posts with reach, scheduled content, comment queue, collab requests, a platform filter, and a post scheduler.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "Creator Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["titleHeading", "subtitleText", "filterRow", "statsRow", "chartsRow", "postsCard", "midRow", "scheduleCard", "followUps"]
+      },
+      { "id": "titleHeading", "component": "Heading", "text": "Creator Studio", "level": "h1" },
+      { "id": "subtitleText", "component": "TextContent", "text": "Cross-platform overview for @ava.creates · June 2025", "size": "small" },
+      {
+        "id": "filterRow",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["fcFilter", "syncBadge"]
+      },
+      {
+        "id": "fcFilter",
+        "component": "FormControl",
+        "label": "Platform",
+        "input": "platformFilterSelect",
+        "hint": "Narrows every stat, chart and list below to one platform"
+      },
+      {
+        "id": "platformFilterSelect",
+        "component": "Select",
+        "name": "platform",
+        "value": "all",
+        "size": "medium",
+        "items": ["fsiAll", "fsiIG", "fsiTT", "fsiYT", "fsiX"]
+      },
+      { "id": "fsiAll", "component": "SelectItem", "value": "all", "label": "All platforms" },
+      { "id": "fsiIG", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+      { "id": "fsiTT", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+      { "id": "fsiYT", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+      { "id": "fsiX", "component": "SelectItem", "value": "x", "label": "X" },
+      { "id": "syncBadge", "component": "Badge", "text": "Synced 5 min ago", "variant": "secondary" },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["statFollowers", "statEngage", "statEarnings", "statBestHour"]
+      },
+      { "id": "statFollowers", "component": "Card", "variant": "sunk", "gap": "xs", "weight": 1, "children": ["sfLabel", "sfValue", "sfSub"] },
+      { "id": "sfLabel", "component": "TextContent", "text": "Total Followers", "size": "small" },
+      { "id": "sfValue", "component": "TextContent", "text": "248.3K", "size": "large-heavy" },
+      { "id": "sfSub", "component": "TextContent", "text": "▲ +12.4K (+5.3%) past month", "size": "small" },
+      { "id": "statEngage", "component": "Card", "variant": "sunk", "gap": "xs", "weight": 1, "children": ["seLabel", "seValue", "seSub"] },
+      { "id": "seLabel", "component": "TextContent", "text": "Avg Engagement Rate", "size": "small" },
+      { "id": "seValue", "component": "TextContent", "text": "6.8%", "size": "large-heavy" },
+      { "id": "seSub", "component": "TextContent", "text": "▲ +0.9 pts vs last month", "size": "small" },
+      { "id": "statEarnings", "component": "Card", "variant": "sunk", "gap": "xs", "weight": 1, "children": ["searnLabel", "searnValue", "searnSub"] },
+      { "id": "searnLabel", "component": "TextContent", "text": "Earnings This Month", "size": "small" },
+      { "id": "searnValue", "component": "TextContent", "text": "$4,280", "size": "large-heavy" },
+      { "id": "searnSub", "component": "TextContent", "text": "▲ +18% vs last month", "size": "small" },
+      { "id": "statBestHour", "component": "Card", "variant": "sunk", "gap": "xs", "weight": 1, "children": ["sbLabel", "sbValue", "sbSub"] },
+      { "id": "sbLabel", "component": "TextContent", "text": "Best Hour to Post", "size": "small" },
+      { "id": "sbValue", "component": "TextContent", "text": "6–7 PM", "size": "large-heavy" },
+      { "id": "sbSub", "component": "TextContent", "text": "Tue & Fri peak · based on last 90 days", "size": "small" },
+      {
+        "id": "chartsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["growthCard", "splitCard"]
+      },
+      { "id": "growthCard", "component": "Card", "gap": "s", "weight": 2, "children": ["growthHeader", "growthChart"] },
+      { "id": "growthHeader", "component": "CardHeader", "title": "Follower Growth — Past Month", "subtitle": "Per platform, weekly snapshots (thousands)" },
+      {
+        "id": "growthChart",
+        "component": "LineChart",
+        "labels": ["May 6", "May 13", "May 20", "May 27", "Jun 3"],
+        "series": ["serIG", "serTT", "serYT", "serX"],
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Followers (K)"
+      },
+      { "id": "serIG", "component": "Series", "category": "Instagram", "values": [103.0, 104.2, 105.6, 106.9, 108.2] },
+      { "id": "serTT", "component": "Series", "category": "TikTok", "values": [72.4, 73.6, 74.9, 76.0, 77.1] },
+      { "id": "serYT", "component": "Series", "category": "YouTube", "values": [43.0, 43.4, 43.9, 44.3, 44.7] },
+      { "id": "serX", "component": "Series", "category": "X", "values": [17.5, 17.7, 17.9, 18.1, 18.3] },
+      { "id": "splitCard", "component": "Card", "gap": "s", "weight": 1, "children": ["splitHeader", "splitPie"] },
+      { "id": "splitHeader", "component": "CardHeader", "title": "Audience by Platform", "subtitle": "Share of total followers" },
+      {
+        "id": "splitPie",
+        "component": "PieChart",
+        "labels": ["Instagram", "TikTok", "YouTube", "X"],
+        "values": [44, 31, 18, 7],
+        "variant": "donut"
+      },
+      { "id": "postsCard", "component": "Card", "gap": "s", "children": ["postsHeader", "postsTable"] },
+      { "id": "postsHeader", "component": "CardHeader", "title": "Top Posts This Month", "subtitle": "Ranked by reach" },
+      { "id": "postsTable", "component": "Table", "columns": ["colPost", "colPlatform", "colReach", "colER"] },
+      {
+        "id": "colPost",
+        "component": "Col",
+        "label": "Post",
+        "type": "string",
+        "data": ["Studio tour: behind the lens", "5 edits that took me 10 years", "Golden hour reel 🌇", "Q&A: how I price brand deals"]
+      },
+      { "id": "colPlatform", "component": "Col", "label": "Platform", "type": "string", "data": ["TikTok", "YouTube", "Instagram", "X"] },
+      { "id": "colReach", "component": "Col", "label": "Reach", "type": "number", "data": [1240000, 860000, 640500, 210300] },
+      { "id": "colER", "component": "Col", "label": "Engagement %", "type": "number", "data": [9.4, 8.1, 7.6, 5.9] },
+      {
+        "id": "midRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["schedCard", "commentsCard", "collabsCard"]
+      },
+      { "id": "schedCard", "component": "Card", "gap": "s", "weight": 1, "children": ["schedHeader", "schedList"] },
+      { "id": "schedHeader", "component": "CardHeader", "title": "Scheduled This Week", "subtitle": "5 posts queued" },
+      { "id": "schedList", "component": "ListBlock", "variant": "number", "items": ["sli1", "sli2", "sli3", "sli4", "sli5"] },
+      { "id": "sli1", "component": "ListItem", "title": "GRWM: studio edition", "subtitle": "Mon · 6:00 PM · TikTok" },
+      { "id": "sli2", "component": "ListItem", "title": "Lighting setup breakdown", "subtitle": "Tue · 6:30 PM · YouTube" },
+      { "id": "sli3", "component": "ListItem", "title": "Packing orders ASMR", "subtitle": "Wed · 5:45 PM · Instagram" },
+      { "id": "sli4", "component": "ListItem", "title": "Comment reactions short", "subtitle": "Fri · 6:00 PM · TikTok" },
+      { "id": "sli5", "component": "ListItem", "title": "Weekly vlog ep. 12", "subtitle": "Sun · 11:00 AM · YouTube" },
+      { "id": "commentsCard", "component": "Card", "gap": "s", "weight": 1, "children": ["commentsHeader", "commentsList"] },
+      { "id": "commentsHeader", "component": "CardHeader", "title": "Comments Awaiting Reply", "subtitle": "14 waiting across platforms" },
+      { "id": "commentsList", "component": "ListBlock", "items": ["cli1", "cli2", "cli3", "cli4"] },
+      { "id": "cli1", "component": "ListItem", "title": "@maya.creates · Instagram", "subtitle": "\"This lighting setup is 🔥 — what gear do you use?\"", "actionLabel": "Reply" },
+      { "id": "cli2", "component": "ListItem", "title": "@jonfilms · YouTube", "subtitle": "\"Can you share the preset pack?\"", "actionLabel": "Reply" },
+      { "id": "cli3", "component": "ListItem", "title": "@lena.wav · TikTok", "subtitle": "\"Collab when? 👀\"", "actionLabel": "Reply" },
+      { "id": "cli4", "component": "ListItem", "title": "@tomshoots · YouTube", "subtitle": "\"What mic is that in the vlog?\"", "actionLabel": "Reply" },
+      { "id": "collabsCard", "component": "Card", "gap": "s", "weight": 1, "children": ["collabsHeader", "collabsList"] },
+      { "id": "collabsHeader", "component": "CardHeader", "title": "Collaboration Requests", "subtitle": "3 pending approval" },
+      { "id": "collabsList", "component": "ListBlock", "items": ["bli1", "bli2", "bli3"] },
+      { "id": "bli1", "component": "ListItem", "title": "Lumen Audio", "subtitle": "Sponsored reel · $1,200 · respond by Jun 14", "actionLabel": "Review" },
+      { "id": "bli2", "component": "ListItem", "title": "Wanderly App", "subtitle": "3-post bundle · $2,400 · respond by Jun 20", "actionLabel": "Review" },
+      { "id": "bli3", "component": "ListItem", "title": "Nova Skincare", "subtitle": "Gifting + story · $600 · respond by Jun 9", "actionLabel": "Review" },
+      { "id": "scheduleCard", "component": "Card", "gap": "s", "children": ["scheduleHeader", "scheduleForm"] },
+      { "id": "scheduleHeader", "component": "CardHeader", "title": "Schedule a Post", "subtitle": "Queue content across platforms" },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "schedulePost",
+        "fields": ["fcCaption", "fcSchedPlatform", "fcDate", "fcTime"],
+        "buttons": "formButtons"
+      },
+      { "id": "fcCaption", "component": "FormControl", "label": "Caption", "input": "captionInput" },
+      { "id": "captionInput", "component": "TextArea", "name": "caption", "placeholder": "Write your caption… add #hashtags and @mentions", "rows": 3 },
+      { "id": "fcSchedPlatform", "component": "FormControl", "label": "Platform", "input": "schedPlatformSelect" },
+      {
+        "id": "schedPlatformSelect",
+        "component": "Select",
+        "name": "postPlatform",
+        "placeholder": "Choose a platform",
+        "items": ["psiIG", "psiTT", "psiYT", "psiX"]
+      },
+      { "id": "psiIG", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+      { "id": "psiTT", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+      { "id": "psiYT", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+      { "id": "psiX", "component": "SelectItem", "value": "x", "label": "X" },
+      { "id": "fcDate", "component": "FormControl", "label": "Date", "input": "dateInput" },
+      { "id": "dateInput", "component": "DatePicker", "name": "date", "mode": "single" },
+      { "id": "fcTime", "component": "FormControl", "label": "Time", "input": "timeInput", "hint": "Local time · peak engagement is 6–7 PM" },
+      { "id": "timeInput", "component": "Input", "name": "time", "type": "text", "placeholder": "18:00" },
+      { "id": "formButtons", "component": "Buttons", "buttons": ["scheduleBtn"] },
+      { "id": "scheduleBtn", "component": "Button", "label": "Schedule Post", "variant": "primary", "action": [{ "event": "schedule_post", "form": "schedulePost" }] },
+      { "id": "followUps", "component": "FollowUpBlock", "items": ["fu1", "fu2", "fu3"] },
+      { "id": "fu1", "component": "FollowUpItem", "text": "Narrow everything to TikTok" },
+      { "id": "fu2", "component": "FollowUpItem", "text": "Draft a caption for Friday's post" },
+      { "id": "fu3", "component": "FollowUpItem", "text": "Which comment should I reply to first?" }
+    ]
+  }
+}
+</a2ui-json>
+
+**How each requirement is covered:**
+1. **Followers + growth** — KPI card (248.3K, +12.4K / +5.3%) plus a per-platform line chart across the past month
+2. **Engagement rate** — KPI card at 6.8% with month-over-month delta
+3. **Best posts** — table ranked by reach with platform and engagement %
+4. **Audience split** — donut chart (Instagram 44% / TikTok 31% / YouTube 18% / X 7%)
+5. **Scheduled this week** — numbered list of 5 queued posts with day, time, and platform
+6. **Best hour** — KPI card (6–7 PM, Tue & Fri peak from 90 days of history), also echoed as a hint in the scheduler
+7. **Comments queue** — list with snippets, platform tags, and Reply actions (14 waiting)
+8. **Earnings** — KPI card at $4,280 (+18%)
+9. **Collab requests** — list of 3 pending brand deals with payout and deadlines
+10. **Scheduler** — form with caption (TextArea), platform, date picker, and time input
+11. **Platform filter** — the dropdown at the top narrows every stat, chart, and list to a single platform
+
+Want me to pre-filter the view to one platform, or add a calendar view of the posting schedule?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..d3eeb892f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-creator__r4.txt
@@ -0,0 +1,7 @@
+Here's your cross-platform creator studio dashboard covering all 11 items:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"creator-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","filterCard","statsRow","chartsRow","postsCard","midRow","bottomRow","scheduleCard"]},{"id":"header","component":"CardHeader","title":"Creator Studio","subtitle":"Your cross-platform command center"},{"id":"filterCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["filterLabel","platformSelect"]},{"id":"filterLabel","component":"TextContent","text":"Filter all stats by platform","size":"small-heavy"},{"id":"platformSelect","component":"Select","name":"platform","placeholder":"All platforms","items":["pAll","pIg","pYt","pTt","pX"]},{"id":"pAll","component":"SelectItem","value":"all","label":"All platforms"},{"id":"pIg","component":"SelectItem","value":"instagram","label":"Instagram"},{"id":"pYt","component":"SelectItem","value":"youtube","label":"YouTube"},{"id":"pTt","component":"SelectItem","value":"tiktok","label":"TikTok"},{"id":"pX","component":"SelectItem","value":"x","label":"X / Twitter"},{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["followersCard","engagementCard","earningsCard"]},{"id":"followersCard","component":"Card","variant":"card","children":["followersHeader","followersText","growthChart"],"weight":2},{"id":"followersHeader","component":"CardHeader","title":"Followers","subtitle":"Past 30 days"},{"id":"followersText","component":"TextContent","text":"**128,400** total followers · **+6.2%** (+7,500) this month","size":"large-heavy"},{"id":"growthChart","component":"AreaChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["growthSeries"],"yLabel":"Followers"},{"id":"growthSeries","component":"Series","category":"Followers","values":[120900,123100,125600,128400]},{"id":"engagementCard","component":"Card","variant":"card","children":["engagementHeader","engagementText","engagementProgress"],"weight":1},{"id":"engagementHeader","component":"CardHeader","title":"Engagement Rate","subtitle":"30-day average"},{"id":"engagementText","component":"TextContent","text":"**4.8%** · above the 3.2% creator average","size":"large-heavy"},{"id":"engagementProgress","component":"Progress","value":48,"label":"Engagement benchmark"},{"id":"earningsCard","component":"Card","variant":"card","children":["earningsHeader","earningsText","earningsTag"],"weight":1},{"id":"earningsHeader","component":"CardHeader","title":"Earnings This Month"},{"id":"earningsText","component":"TextContent","text":"**$4,230** · ad revenue, sponsorships & tips","size":"large-heavy"},{"id":"earningsTag","component":"Tag","text":"+18% vs last month","variant":"success"},{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["audienceCard","bestHourCard"]},{"id":"audienceCard","component":"Card","variant":"card","children":["audienceHeader","audiencePie"],"weight":1},{"id":"audienceHeader","component":"CardHeader","title":"Audience Split by Platform"},{"id":"audiencePie","component":"PieChart","labels":["Instagram","YouTube","TikTok","X"],"values":[46,27,19,8],"variant":"donut"},{"id":"bestHourCard","component":"Card","variant":"card","children":["bestHourHeader","bestHourCallout","bestHourText"],"weight":1},{"id":"bestHourHeader","component":"CardHeader","title":"Best Hour to Post","subtitle":"Based on your posting history"},{"id":"bestHourCallout","component":"Callout","variant":"success","title":"6:00 PM – 7:00 PM","description":"Posts in this window average 34% higher reach across your platforms."},{"id":"bestHourText","component":"TextContent","text":"Runner-up: **8:00 AM** weekdays. Avoid posting after 11 PM."},{"id":"postsCard","component":"Card","variant":"card","children":["postsHeader","postsTable"]},{"id":"postsHeader","component":"CardHeader","title":"Best Posts This Month","subtitle":"Ranked by reach"},{"id":"postsTable","component":"Table","columns":["postCol","platformCol","reachCol"]},{"id":"postCol","component":"Col","label":"Post","data":["Studio tour vlog","Behind-the-scenes reel","Q&A livestream recap","Gear unboxing short"]},{"id":"platformCol","component":"Col","label":"Platform","data":["YouTube","Instagram","TikTok","Instagram"]},{"id":"reachCol","component":"Col","label":"Reach","data":[84200,61700,54800,39600],"type":"number"},{"id":"midRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["scheduledCard","commentsCard"]},{"id":"scheduledCard","component":"Card","variant":"card","children":["scheduledHeader","scheduledList"],"weight":1},{"id":"scheduledHeader","component":"CardHeader","title":"Scheduled This Week"},{"id":"scheduledList","component":"ListBlock","items":["sch1","sch2","sch3"],"variant":"number"},{"id":"sch1","component":"ListItem","title":"Mon 6:00 PM — Instagram reel","subtitle":"\"New drop teaser\" · caption ready"},{"id":"sch2","component":"ListItem","title":"Wed 8:00 AM — YouTube video","subtitle":"\"10 tips for beginners\" · thumbnail done"},{"id":"sch3","component":"ListItem","title":"Fri 6:30 PM — TikTok short","subtitle":"\"Day in the life\" · needs caption"},{"id":"commentsCard","component":"Card","variant":"card","children":["commentsHeader","commentsBadge","commentsList"],"weight":1},{"id":"commentsHeader","component":"CardHeader","title":"Comments Awaiting Reply"},{"id":"commentsBadge","component":"Badge","text":"23 unread","variant":"destructive"},{"id":"commentsList","component":"ListBlock","items":["com1","com2","com3"],"variant":"number"},{"id":"com1","component":"ListItem","title":"@fan_maya: \"What camera do you use?\"","subtitle":"Instagram · 12 min ago"},{"id":"com2","component":"ListItem","title":"@creator_joe: \"Collab when?\"","subtitle":"YouTube · 1 hr ago"},{"id":"com3","component":"ListItem","title":"@sketch.lena: \"Tutorial please!\"","subtitle":"TikTok · 3 hrs ago"},{"id":"bottomRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["collabCard"]},{"id":"collabCard","component":"Card","variant":"card","children":["collabHeader","collabList","collabButtons"],"weight":1},{"id":"collabHeader","component":"CardHeader","title":"Pending Collaboration Requests"},{"id":"collabList","component":"ListBlock","items":["col1","col2"],"variant":"number"},{"id":"col1","component":"ListItem","title":"NovaAudio — sponsored short","subtitle":"$1,200 offer · due in 5 days","actionLabel":"Review"},{"id":"col2","component":"ListItem","title":"PixelFrame — joint livestream","subtitle":"Revenue share 50/50 · awaiting reply","actionLabel":"Review"},{"id":"collabButtons","component":"Buttons","buttons":["collabBtn1","collabBtn2"]},{"id":"collabBtn1","component":"Button","label":"Accept NovaAudio","variant":"primary","size":"small"},{"id":"collabBtn2","component":"Button","label":"Decline","variant":"secondary","size":"small"},{"id":"scheduleCard","component":"Card","variant":"card","children":["scheduleHeader","scheduleForm"]},{"id":"scheduleHeader","component":"CardHeader","title":"Schedule a Post"},{"id":"scheduleForm","component":"Form","name":"schedulePost","fields":["captionControl","timeControl","schedPlatformControl"],"buttons":"scheduleButtons"},{"id":"captionControl","component":"FormControl","label":"Caption","input":"captionInput","hint":"Include hashtags for better reach"},{"id":"captionInput","component":"TextArea","name":"caption","placeholder":"Write your caption...","rows":3},{"id":"timeControl","component":"FormControl","label":"Publish time","input":"timeInput"},{"id":"timeInput","component":"DatePicker","name":"publishTime","mode":"single"},{"id":"schedPlatformControl","component":"FormControl","label":"Platform","input":"schedPlatformInput"},{"id":"schedPlatformInput","component":"Select","name":"schedPlatform","placeholder":"Choose platform","items":["spIg","spYt","spTt","spX"]},{"id":"spIg","component":"SelectItem","value":"instagram","label":"Instagram"},{"id":"spYt","component":"SelectItem","value":"youtube","label":"YouTube"},{"id":"spTt","component":"SelectItem","value":"tiktok","label":"TikTok"},{"id":"spX","component":"SelectItem","value":"x","label":"X / Twitter"},{"id":"scheduleButtons","component":"Buttons","buttons":["scheduleSubmit","scheduleDraft"]},{"id":"scheduleSubmit","component":"Button","label":"Schedule Post","variant":"primary"},{"id":"scheduleDraft","component":"Button","label":"Save Draft","variant":"secondary"}]}}</a2ui-json>
+
+This dashboard covers everything: followers with monthly growth chart (1), engagement rate with benchmark (2), top posts with reach table (3), platform audience donut (4), this week's scheduled posts (5), best posting hour insight (6), comment reply queue (7), monthly earnings (8), collaboration requests with actions (9), a scheduling form with caption and time (10), and a platform filter dropdown at the top (11).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..c576c4621
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,112 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hospital-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7490","agentDisplayName":"Hospital Ops Command"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hospital-ops","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","kpiRow","chartsRow","staffCritRow","dischargeORRow","suppliesIncidentRow","actionsRow"]},
+{"id":"header","component":"CardHeader","title":"Hospital Operations Command — Tue, Mar 12","subtitle":"Live overview of capacity, staffing, and activity"},
+{"id":"kpiRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["bedCard","erCard","critCard","dischargeCard"]},
+{"id":"bedCard","component":"Card","direction":"column","gap":"s","children":["bedHeader","bedChart"],"weight":1},
+{"id":"bedHeader","component":"CardHeader","title":"1. Bed Occupancy","subtitle":"312 / 400 beds occupied"},
+{"id":"bedChart","component":"RadialChart","labels":["ICU","Med-Surg","ER","Pediatrics","Maternity"],"values":[92,81,68,54,47]},
+{"id":"erCard","component":"Card","direction":"column","gap":"s","children":["erHeader","erText","erBadge"],"weight":1},
+{"id":"erHeader","component":"CardHeader","title":"2. Current ER Wait","subtitle":"Average wait to see a provider"},
+{"id":"erText","component":"TextContent","text":"# 38 min\n14 patients waiting · 6 in triage","size":"large-heavy"},
+{"id":"erBadge","component":"Badge","text":"Above 30-min target","variant":"destructive"},
+{"id":"critCard","component":"Card","direction":"column","gap":"s","children":["critHeader","critList"],"weight":1},
+{"id":"critHeader","component":"CardHeader","title":"6. Critical Patients","subtitle":"3 require immediate attention"},
+{"id":"critList","component":"ListBlock","items":["crit1","crit2","crit3"]},
+{"id":"crit1","component":"ListItem","title":"J. Alvarez — ICU Bed 4","subtitle":"Septic shock, on vasopressors"},
+{"id":"crit2","component":"ListItem","title":"M. Chen — ICU Bed 7","subtitle":"Post-op hemorrhage, monitoring"},
+{"id":"crit3","component":"ListItem","title":"R. Okafor — ER Bay 2","subtitle":"STEMI, cath lab activated"},
+{"id":"dischargeCard","component":"Card","direction":"column","gap":"s","children":["dcHeader","dcList"],"weight":1},
+{"id":"dcHeader","component":"CardHeader","title":"7. Ready for Discharge","subtitle":"5 patients cleared today"},
+{"id":"dcList","component":"ListBlock","items":["dc1","dc2","dc3"]},
+{"id":"dc1","component":"ListItem","title":"S. Patel — Med-Surg 12A","subtitle":"Awaiting transport"},
+{"id":"dc2","component":"ListItem","title":"L. Gomez — Peds 3B","subtitle":"Paperwork pending"},
+{"id":"dc3","component":"ListItem","title":"T. Nguyen — Maternity 2C","subtitle":"Ready since 09:40"},
+{"id":"chartsRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["admCard","deptCard"]},
+{"id":"admCard","component":"Card","direction":"column","gap":"s","children":["admHeader","admChart"],"weight":1},
+{"id":"admHeader","component":"CardHeader","title":"3. Admissions — Past 14 Days"},
+{"id":"admChart","component":"LineChart","labels":["Feb 27","Feb 28","Mar 1","Mar 2","Mar 3","Mar 4","Mar 5","Mar 6","Mar 7","Mar 8","Mar 9","Mar 10","Mar 11","Mar 12"],"series":["admSeries"],"xLabel":"Date","yLabel":"Admissions","variant":"natural"},
+{"id":"admSeries","component":"Series","category":"Admissions","values":[42,38,45,51,47,39,36,44,49,53,41,37,46,40]},
+{"id":"deptCard","component":"Card","direction":"column","gap":"s","children":["deptHeader","deptChart"],"weight":1},
+{"id":"deptHeader","component":"CardHeader","title":"4. Patients per Department"},
+{"id":"deptChart","component":"HorizontalBarChart","labels":["Med-Surg","ER","ICU","Pediatrics","Maternity","Oncology"],"series":["deptSeries"],"xLabel":"Patients","variant":"grouped"},
+{"id":"deptSeries","component":"Series","category":"Patients","values":[118,52,28,34,22,40]},
+{"id":"staffCritRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["staffCard","orCard"]},
+{"id":"staffCard","component":"Card","direction":"column","gap":"s","children":["staffHeader","staffTable"],"weight":1},
+{"id":"staffHeader","component":"CardHeader","title":"5. Staff on Shift","subtitle":"Day shift · 07:00–19:00"},
+{"id":"staffTable","component":"Table","columns":["staffNameCol","staffRoleCol","staffDeptCol"]},
+{"id":"staffNameCol","component":"Col","label":"Name","data":["Dr. A. Rivera","N. Kim, RN","Dr. P. Hassan","J. Brooks, RN","S. Adeyemi, Tech"],"type":"string"},
+{"id":"staffRoleCol","component":"Col","label":"Role","data":["Attending","Charge Nurse","Surgeon","ER Nurse","Radiology Tech"],"type":"string"},
+{"id":"staffDeptCol","component":"Col","label":"Dept","data":["ICU","Med-Surg","OR","ER","Imaging"],"type":"string"},
+{"id":"orCard","component":"Card","direction":"column","gap":"s","children":["orHeader","orTable"],"weight":1},
+{"id":"orHeader","component":"CardHeader","title":"8. Today's OR Bookings"},
+{"id":"orTable","component":"Table","columns":["orTimeCol","orProcCol","orRoomCol"]},
+{"id":"orTimeCol","component":"Col","label":"Time","data":["07:30","09:00","11:30","13:00","15:30"],"type":"string"},
+{"id":"orProcCol","component":"Col","label":"Procedure","data":["Appendectomy","CABG","Hip replacement","Cholecystectomy","C-section"],"type":"string"},
+{"id":"orRoomCol","component":"Col","label":"Room","data":["OR-2","OR-1","OR-3","OR-2","OR-4"],"type":"string"},
+{"id":"dischargeORRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["suppliesCard","dateCard"]},
+{"id":"suppliesCard","component":"Card","direction":"column","gap":"s","children":["suppliesHeader","suppliesAlert","supplies1","supplies2","supplies3"],"weight":1},
+{"id":"suppliesHeader","component":"CardHeader","title":"9. Supplies Running Low"},
+{"id":"suppliesAlert","component":"Alert","title":"3 items below reorder threshold","description":"Auto-reorder requests sent to central supply.","variant":"warning"},
+{"id":"supplies1","component":"Progress","value":18,"label":"N95 respirators — 18% remaining"},
+{"id":"supplies2","component":"Progress","value":24,"label":"IV saline 1L bags — 24% remaining"},
+{"id":"supplies3","component":"Progress","value":31,"label":"Nitrile gloves (M) — 31% remaining"},
+{"id":"dateCard","component":"Card","direction":"column","gap":"s","children":["dateHeader","datePicker"],"weight":1},
+{"id":"dateHeader","component":"CardHeader","title":"11. View Another Day","subtitle":"Select a date to load that day's snapshot"},
+{"id":"datePicker","component":"DatePicker","name":"viewDate","mode":"single"},
+{"id":"suppliesIncidentRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["incidentCard","transferCard"]},
+{"id":"incidentCard","component":"Card","direction":"column","gap":"s","children":["incidentHeader","incidentForm"],"weight":1},
+{"id":"incidentHeader","component":"CardHeader","title":"10. File an Incident"},
+{"id":"incidentForm","component":"Form","name":"incidentForm","buttons":"incidentButtons","fields":["incTypeCtrl","incDescCtrl"]},
+{"id":"incTypeCtrl","component":"FormControl","label":"Incident type","input":"incTypeSelect"},
+{"id":"incTypeSelect","component":"Select","name":"incidentType","placeholder":"Select type","items":["incT1","incT2","incT3","incT4"]},
+{"id":"incT1","component":"SelectItem","value":"patient_safety","label":"Patient safety"},
+{"id":"incT2","component":"SelectItem","value":"medication","label":"Medication error"},
+{"id":"incT3","component":"SelectItem","value":"equipment","label":"Equipment failure"},
+{"id":"incT4","component":"SelectItem","value":"other","label":"Other"},
+{"id":"incDescCtrl","component":"FormControl","label":"Description","input":"incDesc","hint":"Include location, time, and people involved"},
+{"id":"incDesc","component":"TextArea","name":"incidentDesc","placeholder":"Describe the incident...","rows":3},
+{"id":"incidentButtons","component":"Buttons","buttons":["incSubmit"]},
+{"id":"incSubmit","component":"Button","label":"Submit Incident","variant":"primary"},
+{"id":"transferCard","component":"Card","direction":"column","gap":"s","children":["transferHeader","transferForm"],"weight":1},
+{"id":"transferHeader","component":"CardHeader","title":"12. Request Patient Transfer"},
+{"id":"transferForm","component":"Form","name":"transferForm","buttons":"transferButtons","fields":["trPatientCtrl","trDeptCtrl","trReasonCtrl"]},
+{"id":"trPatientCtrl","component":"FormControl","label":"Patient name / MRN","input":"trPatient"},
+{"id":"trPatient","component":"Input","name":"transferPatient","placeholder":"e.g., J. Alvarez / MRN-88231"},
+{"id":"trDeptCtrl","component":"FormControl","label":"Transfer to","input":"trDeptSelect"},
+{"id":"trDeptSelect","component":"Select","name":"transferDept","placeholder":"Destination unit","items":["trD1","trD2","trD3","trD4"]},
+{"id":"trD1","component":"SelectItem","value":"icu","label":"ICU"},
+{"id":"trD2","component":"SelectItem","value":"medsurg","label":"Med-Surg"},
+{"id":"trD3","component":"SelectItem","value":"stepdown","label":"Step-Down"},
+{"id":"trD4","component":"SelectItem","value":"external","label":"External facility"},
+{"id":"trReasonCtrl","component":"FormControl","label":"Reason","input":"trReason"},
+{"id":"trReason","component":"TextArea","name":"transferReason","placeholder":"Clinical justification...","rows":3},
+{"id":"transferButtons","component":"Buttons","buttons":["trSubmit"]},
+{"id":"trSubmit","component":"Button","label":"Request Transfer","variant":"primary"},
+{"id":"actionsRow","component":"Card","direction":"column","gap":"s","variant":"sunk","children":["followUps"]},
+{"id":"followUps","component":"FollowUpBlock","items":["fu1","fu2","fu3"]},
+{"id":"fu1","component":"FollowUpItem","text":"Show ICU capacity details"},
+{"id":"fu2","component":"FollowUpItem","text":"Compare admissions to last month"},
+{"id":"fu3","component":"FollowUpItem","text":"List pending transfer requests"}
+]}}
+</a2ui-json>
+
+The command view is live, covering all 12 items:
+
+1. **Bed occupancy** — radial chart by unit (312/400 beds)
+2. **ER wait** — 38 min average with a target-breach badge
+3. **Admissions trend** — 14-day line chart
+4. **Patients per department** — horizontal bar chart
+5. **Staff on shift** — table with name, role, and department
+6. **Critical patients** — called-out list of 3
+7. **Ready for discharge** — 5 cleared patients with status
+8. **OR bookings** — today's schedule by room
+9. **Low supplies** — progress bars with reorder alert
+10. **Incident filing** — form with type selector and description
+11. **Another day** — date picker to load past snapshots
+12. **Patient transfer** — request form with destination unit
+
+Want me to drill into any unit, adjust thresholds, or wire up the forms to backend actions?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..e6d102895
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,117 @@
+Here's a complete hospital operations command dashboard covering all 12 items:
+
+<a2ui-json>
+[
+  {"version": "v0.9", "createSurface": {"surfaceId": "hospital-command", "catalogId": "thesys.dev:c1-openui"}},
+  {"version": "v0.9", "updateComponents": {"surfaceId": "hospital-command", "components": [
+    {"id": "root", "component": "Card", "variant": "clear", "gap": "m", "children": ["header", "kpi-row", "charts-row", "mid-row", "bottom-row", "actions-row"]},
+    {"id": "header", "component": "CardHeader", "title": "Hospital Operations Command", "subtitle": "Live overview — updated 5 min ago"},
+
+    {"id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpi-bed", "kpi-er", "kpi-critical", "kpi-discharge"]},
+    {"id": "kpi-bed", "component": "Card", "variant": "card", "weight": 1, "children": ["kpi-bed-h", "kpi-bed-p", "kpi-bed-t"]},
+    {"id": "kpi-bed-h", "component": "TextContent", "text": "**1. Bed Occupancy**", "size": "small-heavy"},
+    {"id": "kpi-bed-p", "component": "Progress", "value": 87, "label": "348 / 400 beds occupied"},
+    {"id": "kpi-bed-t", "component": "TextContent", "text": "ICU: 94% · Med-Surg: 89% · Peds: 71%", "size": "small"},
+    {"id": "kpi-er", "component": "Card", "variant": "card", "weight": 1, "children": ["kpi-er-h", "kpi-er-v", "kpi-er-t"]},
+    {"id": "kpi-er-h", "component": "TextContent", "text": "**2. Current ER Wait**", "size": "small-heavy"},
+    {"id": "kpi-er-v", "component": "TextContent", "text": "42 min", "size": "large-heavy"},
+    {"id": "kpi-er-t", "component": "TextContent", "text": "23 patients waiting · 6 in triage", "size": "small"},
+    {"id": "kpi-critical", "component": "Card", "variant": "card", "weight": 1, "children": ["kpi-crit-h", "kpi-crit-a"]},
+    {"id": "kpi-crit-h", "component": "TextContent", "text": "**6. Critical Patients**", "size": "small-heavy"},
+    {"id": "kpi-crit-a", "component": "Alert", "title": "4 critical patients", "description": "ICU-12 (post-op decline), ICU-04 (sepsis), ER-7 (cardiac), CCU-2 (arrhythmia)", "variant": "destructive"},
+    {"id": "kpi-discharge", "component": "Card", "variant": "card", "weight": 1, "children": ["kpi-dis-h", "kpi-dis-l"]},
+    {"id": "kpi-dis-h", "component": "TextContent", "text": "**7. Ready for Discharge**", "size": "small-heavy"},
+    {"id": "kpi-dis-l", "component": "ListBlock", "items": ["dis-1", "dis-2", "dis-3"]},
+    {"id": "dis-1", "component": "ListItem", "title": "M. Alvarez — 4B", "subtitle": "Paperwork complete"},
+    {"id": "dis-2", "component": "ListItem", "title": "J. Okafor — 3A", "subtitle": "Awaiting transport"},
+    {"id": "dis-3", "component": "ListItem", "title": "S. Kim — 5C", "subtitle": "Pharmacy pickup pending"},
+
+    {"id": "charts-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["adm-card", "dept-card"]},
+    {"id": "adm-card", "component": "Card", "variant": "card", "weight": 1, "children": ["adm-h", "adm-chart"]},
+    {"id": "adm-h", "component": "TextContent", "text": "**3. Admissions — Past 14 Days**", "size": "small-heavy"},
+    {"id": "adm-chart", "component": "LineChart", "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"], "series": ["adm-s1"], "xLabel": "Day", "yLabel": "Admissions"},
+    {"id": "adm-s1", "component": "Series", "category": "Admissions", "values": [42,38,51,47,55,60,44,39,48,52,58,61,46,50]},
+    {"id": "dept-card", "component": "Card", "variant": "card", "weight": 1, "children": ["dept-h", "dept-chart"]},
+    {"id": "dept-h", "component": "TextContent", "text": "**4. Patients per Department**", "size": "small-heavy"},
+    {"id": "dept-chart", "component": "PieChart", "labels": ["Med-Surg","ICU","ER","Peds","OB","Cardiac"], "values": [120,32,29,24,18,15], "variant": "donut"},
+
+    {"id": "mid-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["staff-card", "or-card"]},
+    {"id": "staff-card", "component": "Card", "variant": "card", "weight": 1, "children": ["staff-h", "staff-table"]},
+    {"id": "staff-h", "component": "TextContent", "text": "**5. Staff On Shift**", "size": "small-heavy"},
+    {"id": "staff-table", "component": "Table", "columns": ["staff-c1", "staff-c2", "staff-c3"]},
+    {"id": "staff-c1", "component": "Col", "label": "Name", "data": ["Dr. Reyes","Nurse Patel","Dr. Nguyen","Nurse Brooks","Tech Harris","Dr. Santos"]},
+    {"id": "staff-c2", "component": "Col", "label": "Role", "data": ["Attending","RN — ICU","Surgeon","RN — ER","Rad Tech","Anesthesiologist"]},
+    {"id": "staff-c3", "component": "Col", "label": "Shift Ends", "data": ["19:00","07:00","23:00","19:00","23:00","07:00"]},
+    {"id": "or-card", "component": "Card", "variant": "card", "weight": 1, "children": ["or-h", "or-table"]},
+    {"id": "or-h", "component": "TextContent", "text": "**8. Today's OR Bookings**", "size": "small-heavy"},
+    {"id": "or-table", "component": "Table", "columns": ["or-c1", "or-c2", "or-c3", "or-c4"]},
+    {"id": "or-c1", "component": "Col", "label": "Time", "data": ["07:30","09:00","11:30","13:00","15:30"]},
+    {"id": "or-c2", "component": "Col", "label": "Room", "data": ["OR-1","OR-2","OR-1","OR-3","OR-2"]},
+    {"id": "or-c3", "component": "Col", "label": "Procedure", "data": ["Appendectomy","Knee replacement","CABG","C-section","Cataract"]},
+    {"id": "or-c4", "component": "Col", "label": "Surgeon", "data": ["Dr. Nguyen","Dr. Cole","Dr. Santos","Dr. Reyes","Dr. Lane"]},
+
+    {"id": "bottom-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["supplies-card", "date-card"]},
+    {"id": "supplies-card", "component": "Card", "variant": "card", "weight": 1, "children": ["sup-h", "sup-call", "sup-tags"]},
+    {"id": "sup-h", "component": "TextContent", "text": "**9. Supplies Running Low**", "size": "small-heavy"},
+    {"id": "sup-call", "component": "Callout", "variant": "warning", "title": "Reorder advised", "description": "3 items below threshold"},
+    {"id": "sup-tags", "component": "TagBlock", "tags": ["IV saline — 12% left", "N95 masks — 18% left", "Surgical gloves (M) — 22% left"]},
+    {"id": "date-card", "component": "Card", "variant": "card", "weight": 1, "children": ["date-h", "date-form"]},
+    {"id": "date-h", "component": "TextContent", "text": "**11. View Another Day**", "size": "small-heavy"},
+    {"id": "date-form", "component": "Form", "name": "dateForm", "buttons": "date-btns", "fields": ["date-fc"]},
+    {"id": "date-fc", "component": "FormControl", "label": "Select date", "input": "date-input"},
+    {"id": "date-input", "component": "DatePicker", "name": "viewDate", "mode": "single"},
+    {"id": "date-btns", "component": "Buttons", "buttons": ["date-btn"]},
+    {"id": "date-btn", "component": "Button", "label": "Load day", "variant": "secondary"},
+
+    {"id": "actions-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["incident-card", "transfer-card"]},
+    {"id": "incident-card", "component": "Card", "variant": "card", "weight": 1, "children": ["inc-h", "inc-form"]},
+    {"id": "inc-h", "component": "TextContent", "text": "**10. File an Incident**", "size": "small-heavy"},
+    {"id": "inc-form", "component": "Form", "name": "incidentForm", "buttons": "inc-btns", "fields": ["inc-fc1", "inc-fc2", "inc-fc3"]},
+    {"id": "inc-fc1", "component": "FormControl", "label": "Type", "input": "inc-type"},
+    {"id": "inc-type", "component": "Select", "name": "incidentType", "items": ["inc-t1", "inc-t2", "inc-t3"], "placeholder": "Select type"},
+    {"id": "inc-t1", "component": "SelectItem", "value": "safety", "label": "Patient safety"},
+    {"id": "inc-t2", "component": "SelectItem", "value": "equipment", "label": "Equipment failure"},
+    {"id": "inc-t3", "component": "SelectItem", "value": "medication", "label": "Medication error"},
+    {"id": "inc-fc2", "component": "FormControl", "label": "Location", "input": "inc-loc"},
+    {"id": "inc-loc", "component": "Input", "name": "location", "placeholder": "e.g. Ward 4B"},
+    {"id": "inc-fc3", "component": "FormControl", "label": "Description", "input": "inc-desc"},
+    {"id": "inc-desc", "component": "TextArea", "name": "description", "rows": 3, "placeholder": "Describe the incident…"},
+    {"id": "inc-btns", "component": "Buttons", "buttons": ["inc-btn"]},
+    {"id": "inc-btn", "component": "Button", "label": "Submit incident", "variant": "primary", "type": "destructive"},
+    {"id": "transfer-card", "component": "Card", "variant": "card", "weight": 1, "children": ["tr-h", "tr-form"]},
+    {"id": "tr-h", "component": "TextContent", "text": "**12. Request Patient Transfer**", "size": "small-heavy"},
+    {"id": "tr-form", "component": "Form", "name": "transferForm", "buttons": "tr-btns", "fields": ["tr-fc1", "tr-fc2", "tr-fc3", "tr-fc4"]},
+    {"id": "tr-fc1", "component": "FormControl", "label": "Patient ID", "input": "tr-pid"},
+    {"id": "tr-pid", "component": "Input", "name": "patientId", "placeholder": "e.g. P-10482"},
+    {"id": "tr-fc2", "component": "FormControl", "label": "From unit", "input": "tr-from"},
+    {"id": "tr-from", "component": "Input", "name": "fromUnit", "placeholder": "e.g. ER"},
+    {"id": "tr-fc3", "component": "FormControl", "label": "To unit", "input": "tr-to"},
+    {"id": "tr-to", "component": "Select", "name": "toUnit", "items": ["tr-u1", "tr-u2", "tr-u3", "tr-u4"], "placeholder": "Destination unit"},
+    {"id": "tr-u1", "component": "SelectItem", "value": "icu", "label": "ICU"},
+    {"id": "tr-u2", "component": "SelectItem", "value": "medsurg", "label": "Med-Surg"},
+    {"id": "tr-u3", "component": "SelectItem", "value": "ccu", "label": "CCU"},
+    {"id": "tr-u4", "component": "SelectItem", "value": "stepdown", "label": "Step-down"},
+    {"id": "tr-fc4", "component": "FormControl", "label": "Reason", "input": "tr-reason"},
+    {"id": "tr-reason", "component": "TextArea", "name": "reason", "rows": 2, "placeholder": "Clinical justification…"},
+    {"id": "tr-btns", "component": "Buttons", "buttons": ["tr-btn"]},
+    {"id": "tr-btn", "component": "Button", "label": "Request transfer", "variant": "primary"}
+  ]}}
+]
+</a2ui-json>
+
+All 12 items are covered:
+
+1. **Bed occupancy** — progress bar with unit breakdown
+2. **ER wait** — current wait time with queue counts
+3. **Admissions, 14 days** — line chart
+4. **Patients per department** — donut chart
+5. **Staff on shift** — table with name, role, shift end
+6. **Critical patients** — destructive alert calling out 4 cases
+7. **Ready for discharge** — list with status per patient
+8. **OR bookings** — today's schedule table
+9. **Low supplies** — warning callout + tags with stock levels
+10. **File an incident** — form with type, location, description
+11. **View another day** — date picker form
+12. **Patient transfer** — form with patient ID, from/to units, reason
+
+Want me to make the forms actually wired to submission actions, or split this into tabbed views to reduce scroll?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..f1bda2249
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,724 @@
+Here's a single-screen hospital operations command view, organized into tabs so everything fits cleanly. It covers all 12 items: occupancy, ER wait, 14-day admissions, department census, on-shift staff, critical alerts, discharge queue, OR schedule, low supplies, an incident form, a date picker to review other days, and a transfer request form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0F6B6E",
+        "agentDisplayName": "Hospital Ops"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-command",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "dateCard", "mainTabs"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "St. Mercy General — Operations Command",
+          "subtitle": "Live status · Updated 2 min ago"
+        },
+        {
+          "id": "dateCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": ["dateLabel", "viewDate"]
+        },
+        {
+          "id": "dateLabel",
+          "component": "Label",
+          "text": "View another day:"
+        },
+        {
+          "id": "viewDate",
+          "component": "DatePicker",
+          "name": "viewDate",
+          "mode": "single"
+        },
+        {
+          "id": "mainTabs",
+          "component": "Tabs",
+          "items": ["tabOverview", "tabPatients", "tabStaffOr", "tabOps"]
+        },
+        {
+          "id": "tabOverview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview",
+          "content": ["kpiCard", "occCard", "admCard", "deptCard"]
+        },
+        {
+          "id": "kpiCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["erKpi", "occKpi"]
+        },
+        {
+          "id": "erKpi",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["erLabel", "erValue", "erBadge"]
+        },
+        {
+          "id": "erLabel",
+          "component": "Label",
+          "text": "Current ER Wait"
+        },
+        {
+          "id": "erValue",
+          "component": "TextContent",
+          "text": "42 min",
+          "size": "large-heavy"
+        },
+        {
+          "id": "erBadge",
+          "component": "Badge",
+          "text": "2 ambulances inbound",
+          "variant": "destructive"
+        },
+        {
+          "id": "occKpi",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["occLabel", "occValue", "occProgress"]
+        },
+        {
+          "id": "occLabel",
+          "component": "Label",
+          "text": "Bed Occupancy"
+        },
+        {
+          "id": "occValue",
+          "component": "TextContent",
+          "text": "412 / 478 beds",
+          "size": "large-heavy"
+        },
+        {
+          "id": "occProgress",
+          "component": "Progress",
+          "value": 86,
+          "label": "86% occupied"
+        },
+        {
+          "id": "occCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "children": ["occHeader", "occStack"]
+        },
+        {
+          "id": "occHeader",
+          "component": "CardHeader",
+          "title": "Bed Status — All Units",
+          "subtitle": "478 total beds across 8 units"
+        },
+        {
+          "id": "occStack",
+          "component": "SingleStackedBarChart",
+          "labels": ["Occupied", "Available", "Cleaning", "Reserved"],
+          "values": [412, 42, 14, 10]
+        },
+        {
+          "id": "admCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "children": ["admHeader", "admChart"]
+        },
+        {
+          "id": "admHeader",
+          "component": "CardHeader",
+          "title": "Admissions — Past 14 Days",
+          "subtitle": "Daily admissions, hospital-wide"
+        },
+        {
+          "id": "admChart",
+          "component": "LineChart",
+          "labels": ["Nov 18", "Nov 19", "Nov 20", "Nov 21", "Nov 22", "Nov 23", "Nov 24", "Nov 25", "Nov 26", "Nov 27", "Nov 28", "Nov 29", "Nov 30", "Dec 1"],
+          "series": ["admSeries"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Admissions"
+        },
+        {
+          "id": "admSeries",
+          "component": "Series",
+          "category": "Admissions",
+          "values": [32, 28, 35, 31, 29, 26, 24, 30, 34, 38, 33, 36, 41, 37]
+        },
+        {
+          "id": "deptCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "children": ["deptHeader", "deptChart"]
+        },
+        {
+          "id": "deptHeader",
+          "component": "CardHeader",
+          "title": "Patients per Department",
+          "subtitle": "Current census by department"
+        },
+        {
+          "id": "deptChart",
+          "component": "BarChart",
+          "labels": ["Emergency", "Cardiology", "Oncology", "Pediatrics", "Orthopedics", "Neurology", "ICU", "Maternity"],
+          "series": ["deptSeries"],
+          "xLabel": "Department",
+          "yLabel": "Patients"
+        },
+        {
+          "id": "deptSeries",
+          "component": "Series",
+          "category": "Patients",
+          "values": [48, 36, 22, 18, 27, 15, 12, 20]
+        },
+        {
+          "id": "tabPatients",
+          "component": "TabItem",
+          "value": "patients",
+          "trigger": "Patients",
+          "content": ["critCard", "dischCard"]
+        },
+        {
+          "id": "critCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["critHeader", "crit1", "crit2", "crit3"]
+        },
+        {
+          "id": "critHeader",
+          "component": "CardHeader",
+          "title": "Critical Patients — Active Alerts",
+          "subtitle": "3 patients require immediate attention"
+        },
+        {
+          "id": "crit1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "ICU Bed 7 — J. Alvarez",
+          "description": "Post-op respiratory distress. Ventilated, SpO2 88%. Rapid response team notified."
+        },
+        {
+          "id": "crit2",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "ICU Bed 3 — M. Chen",
+          "description": "Septic shock, on vasopressors. Lactate rising. Hourly labs ordered."
+        },
+        {
+          "id": "crit3",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "ER Bay 2 — Unassigned (F, 64)",
+          "description": "Suspected STEMI. Awaiting cath lab — ETA 20 min."
+        },
+        {
+          "id": "dischCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["dischHeader", "dischList"]
+        },
+        {
+          "id": "dischHeader",
+          "component": "CardHeader",
+          "title": "Ready for Discharge",
+          "subtitle": "6 patients cleared today"
+        },
+        {
+          "id": "dischList",
+          "component": "ListBlock",
+          "items": ["d1", "d2", "d3", "d4", "d5", "d6"]
+        },
+        {
+          "id": "d1",
+          "component": "ListItem",
+          "title": "R. Okafor",
+          "subtitle": "Room 412 · Cardiology — meds reconciled",
+          "actionLabel": "Notify transport"
+        },
+        {
+          "id": "d2",
+          "component": "ListItem",
+          "title": "S. Patel",
+          "subtitle": "Room 318 · Orthopedics — awaiting wheelchair",
+          "actionLabel": "Notify transport"
+        },
+        {
+          "id": "d3",
+          "component": "ListItem",
+          "title": "L. Gomez",
+          "subtitle": "Room 220 · Maternity — newborn check pending",
+          "actionLabel": "Confirm"
+        },
+        {
+          "id": "d4",
+          "component": "ListItem",
+          "title": "T. Nguyen",
+          "subtitle": "Room 515 · Neurology — paperwork complete",
+          "actionLabel": "Notify transport"
+        },
+        {
+          "id": "d5",
+          "component": "ListItem",
+          "title": "A. Rossi",
+          "subtitle": "Room 610 · Oncology — home care arranged",
+          "actionLabel": "Confirm"
+        },
+        {
+          "id": "d6",
+          "component": "ListItem",
+          "title": "K. Dubois",
+          "subtitle": "Room 214 · General Surgery — cleared by Dr. Hahn",
+          "actionLabel": "Notify transport"
+        },
+        {
+          "id": "tabStaffOr",
+          "component": "TabItem",
+          "value": "staff",
+          "trigger": "Staff & OR",
+          "content": ["staffCard", "orCard"]
+        },
+        {
+          "id": "staffCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "children": ["staffHeader", "staffTable"]
+        },
+        {
+          "id": "staffHeader",
+          "component": "CardHeader",
+          "title": "Staff On Shift",
+          "subtitle": "Day shift · 7:00 AM – 7:00 PM"
+        },
+        {
+          "id": "staffTable",
+          "component": "Table",
+          "columns": ["cName", "cRole", "cUnit"]
+        },
+        {
+          "id": "cName",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Dr. E. Warren", "Dr. R. Kapoor", "N. Osei, RN", "J. Park, RN", "M. Silva, RN", "Dr. T. Ahmed", "L. Fontaine, RT", "D. Brooks, PharmD"]
+        },
+        {
+          "id": "cRole",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Attending Physician", "Surgeon", "Charge Nurse", "ICU Nurse", "ER Nurse", "Anesthesiologist", "Respiratory Therapist", "Pharmacist"]
+        },
+        {
+          "id": "cUnit",
+          "component": "Col",
+          "label": "Unit",
+          "type": "string",
+          "data": ["Emergency", "OR", "ICU", "ICU", "Emergency", "OR", "Respiratory", "Pharmacy"]
+        },
+        {
+          "id": "orCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "s",
+          "children": ["orHeader", "orTable"]
+        },
+        {
+          "id": "orHeader",
+          "component": "CardHeader",
+          "title": "Today's Operating Room Bookings",
+          "subtitle": "6 scheduled · 2 completed"
+        },
+        {
+          "id": "orTable",
+          "component": "Table",
+          "columns": ["orTime", "orProc", "orSurg", "orRoom", "orStatus"]
+        },
+        {
+          "id": "orTime",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["07:30", "09:00", "11:30", "13:00", "15:30", "17:00"]
+        },
+        {
+          "id": "orProc",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["CABG", "Appendectomy", "Total knee replacement", "Craniotomy (tumor resection)", "C-section", "Cholecystectomy"]
+        },
+        {
+          "id": "orSurg",
+          "component": "Col",
+          "label": "Surgeon",
+          "type": "string",
+          "data": ["Dr. Kapoor", "Dr. Hahn", "Dr. Ellis", "Dr. Osei-Bonsu", "Dr. Marin", "Dr. Hahn"]
+        },
+        {
+          "id": "orRoom",
+          "component": "Col",
+          "label": "Room",
+          "type": "string",
+          "data": ["OR-1", "OR-3", "OR-2", "OR-4", "L&D-1", "OR-3"]
+        },
+        {
+          "id": "orStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Completed", "Completed", "In progress", "Delayed 30 min", "Scheduled", "Scheduled"]
+        },
+        {
+          "id": "tabOps",
+          "component": "TabItem",
+          "value": "ops",
+          "trigger": "Supplies & Actions",
+          "content": ["supCard", "incCard", "transCard"]
+        },
+        {
+          "id": "supCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["supHeader", "supAlert", "supList"]
+        },
+        {
+          "id": "supHeader",
+          "component": "CardHeader",
+          "title": "Supplies Running Low",
+          "subtitle": "Below reorder threshold"
+        },
+        {
+          "id": "supAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "4 items below threshold",
+          "description": "Central supply notified. Auto-reorder pending approval."
+        },
+        {
+          "id": "supList",
+          "component": "ListBlock",
+          "items": ["s1", "s2", "s3", "s4"]
+        },
+        {
+          "id": "s1",
+          "component": "ListItem",
+          "title": "N95 respirators",
+          "subtitle": "120 left · threshold 500",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "s2",
+          "component": "ListItem",
+          "title": "IV saline 1L bags",
+          "subtitle": "80 left · threshold 300",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "s3",
+          "component": "ListItem",
+          "title": "Surgical gloves (M)",
+          "subtitle": "2 boxes · threshold 20",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "s4",
+          "component": "ListItem",
+          "title": "Blood type O−",
+          "subtitle": "6 units · threshold 15",
+          "actionLabel": "Request from blood bank"
+        },
+        {
+          "id": "incCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["incHeader", "incForm"]
+        },
+        {
+          "id": "incHeader",
+          "component": "CardHeader",
+          "title": "File an Incident",
+          "subtitle": "Report a safety or operational incident"
+        },
+        {
+          "id": "incForm",
+          "component": "Form",
+          "name": "incidentReport",
+          "buttons": "incButtons",
+          "fields": ["incTypeFC", "incLocFC", "incDetFC"]
+        },
+        {
+          "id": "incTypeFC",
+          "component": "FormControl",
+          "label": "Incident type",
+          "input": "incType"
+        },
+        {
+          "id": "incType",
+          "component": "Select",
+          "name": "type",
+          "placeholder": "Select incident type",
+          "items": ["incT1", "incT2", "incT3", "incT4", "incT5"]
+        },
+        {
+          "id": "incT1",
+          "component": "SelectItem",
+          "value": "fall",
+          "label": "Patient fall"
+        },
+        {
+          "id": "incT2",
+          "component": "SelectItem",
+          "value": "medication",
+          "label": "Medication error"
+        },
+        {
+          "id": "incT3",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment failure"
+        },
+        {
+          "id": "incT4",
+          "component": "SelectItem",
+          "value": "security",
+          "label": "Security / safety"
+        },
+        {
+          "id": "incT5",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "incLocFC",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "incLoc"
+        },
+        {
+          "id": "incLoc",
+          "component": "Input",
+          "name": "location",
+          "type": "text",
+          "placeholder": "e.g., Ward 4 · Room 412"
+        },
+        {
+          "id": "incDetFC",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "incDet"
+        },
+        {
+          "id": "incDet",
+          "component": "TextArea",
+          "name": "details",
+          "rows": 3,
+          "placeholder": "Describe what happened…"
+        },
+        {
+          "id": "incButtons",
+          "component": "Buttons",
+          "buttons": ["incSubmit", "incClear"]
+        },
+        {
+          "id": "incSubmit",
+          "component": "Button",
+          "label": "Submit Incident",
+          "variant": "primary"
+        },
+        {
+          "id": "incClear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary"
+        },
+        {
+          "id": "transCard",
+          "component": "Card",
+          "variant": "card",
+          "gap": "m",
+          "children": ["transHeader", "transForm"]
+        },
+        {
+          "id": "transHeader",
+          "component": "CardHeader",
+          "title": "Request Patient Transfer",
+          "subtitle": "Move a patient between units or facilities"
+        },
+        {
+          "id": "transForm",
+          "component": "Form",
+          "name": "transferRequest",
+          "buttons": "transButtons",
+          "fields": ["tPatFC", "tFromFC", "tToFC", "tReasonFC"]
+        },
+        {
+          "id": "tPatFC",
+          "component": "FormControl",
+          "label": "Patient name / ID",
+          "input": "tPat"
+        },
+        {
+          "id": "tPat",
+          "component": "Input",
+          "name": "patient",
+          "type": "text",
+          "placeholder": "e.g., J. Doe · MRN 0045123"
+        },
+        {
+          "id": "tFromFC",
+          "component": "FormControl",
+          "label": "From unit",
+          "input": "tFrom"
+        },
+        {
+          "id": "tFrom",
+          "component": "Select",
+          "name": "fromUnit",
+          "placeholder": "Current unit",
+          "items": ["tf1", "tf2", "tf3", "tf4"]
+        },
+        {
+          "id": "tf1",
+          "component": "SelectItem",
+          "value": "er",
+          "label": "Emergency (ER)"
+        },
+        {
+          "id": "tf2",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "ICU"
+        },
+        {
+          "id": "tf3",
+          "component": "SelectItem",
+          "value": "ward4",
+          "label": "Ward 4 — Med/Surg"
+        },
+        {
+          "id": "tf4",
+          "component": "SelectItem",
+          "value": "pacu",
+          "label": "OR Recovery (PACU)"
+        },
+        {
+          "id": "tToFC",
+          "component": "FormControl",
+          "label": "To unit",
+          "input": "tTo"
+        },
+        {
+          "id": "tTo",
+          "component": "Select",
+          "name": "toUnit",
+          "placeholder": "Destination unit",
+          "items": ["tt1", "tt2", "tt3", "tt4"]
+        },
+        {
+          "id": "tt1",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "ICU"
+        },
+        {
+          "id": "tt2",
+          "component": "SelectItem",
+          "value": "sdu",
+          "label": "Step-down (SDU)"
+        },
+        {
+          "id": "tt3",
+          "component": "SelectItem",
+          "value": "ward4",
+          "label": "Ward 4 — Med/Surg"
+        },
+        {
+          "id": "tt4",
+          "component": "SelectItem",
+          "value": "external",
+          "label": "External facility"
+        },
+        {
+          "id": "tReasonFC",
+          "component": "FormControl",
+          "label": "Clinical reason",
+          "input": "tReason"
+        },
+        {
+          "id": "tReason",
+          "component": "TextArea",
+          "name": "reason",
+          "rows": 2,
+          "placeholder": "Reason for transfer…"
+        },
+        {
+          "id": "transButtons",
+          "component": "Buttons",
+          "buttons": ["tSubmit", "tCancel"]
+        },
+        {
+          "id": "tSubmit",
+          "component": "Button",
+          "label": "Request Transfer",
+          "variant": "primary"
+        },
+        {
+          "id": "tCancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**Where each item lives:**
+
+1. **Bed occupancy** — KPI card (412/478, 86% progress bar) plus a stacked breakdown of occupied/available/cleaning/reserved beds.
+2. **Current ER wait** — KPI card showing 42 min with an inbound-ambulance badge.
+3. **Admissions (2 weeks)** — line chart of the last 14 days.
+4. **Patients per department** — bar chart of census across 8 departments.
+5. **Staff on shift** — table with each person's name, role, and unit.
+6. **Critical patients** — destructive/warning alerts calling out each patient, bed, and status.
+7. **Ready for discharge** — list of 6 cleared patients with transport actions.
+8. **OR bookings** — table of today's procedures with time, surgeon, room, and status.
+9. **Low supplies** — warning alert plus a list with reorder actions.
+10. **File an incident** — form with type, location, and details fields.
+11. **View another day** — date picker pinned at the top of the screen.
+12. **Request transfer** — form with patient, from/to units, and clinical reason.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..95af147ab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-hospital__r4.txt
@@ -0,0 +1,109 @@
+Here's a comprehensive hospital operations command view covering all 12 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hospital-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7490","agentDisplayName":"Hospital Ops Command"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hospital-ops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","kpiRow","alertRow","chartsRow","tablesRow","orSuppliesRow","actionsRow"]},
+{"id":"hdr","component":"CardHeader","title":"Hospital Operations Command","subtitle":"Live status — Mercy General | Today"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["bedCard","erCard","critCard","dischCard"]},
+{"id":"bedCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["bedHdr","bedProg","bedTxt"]},
+{"id":"bedHdr","component":"CardHeader","title":"1. Bed Occupancy"},
+{"id":"bedProg","component":"Progress","value":87,"label":"348 / 400 beds occupied"},
+{"id":"bedTxt","component":"TextContent","text":"ICU: 28/30 · Med-Surg: 190/210 · Peds: 40/60 · Overflow: 90/100","size":"small"},
+{"id":"erCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["erHdr","erTxt","erTag"]},
+{"id":"erHdr","component":"CardHeader","title":"2. Current ER Wait"},
+{"id":"erTxt","component":"TextContent","text":"**42 min** average wait · 18 patients in ER lobby · 6 awaiting beds","size":"large"},
+{"id":"erTag","component":"Tag","text":"Elevated","variant":"warning"},
+{"id":"critCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["critHdr","critList"]},
+{"id":"critHdr","component":"CardHeader","title":"6. Critical Patients"},
+{"id":"critList","component":"ListBlock","items":["crit1","crit2","crit3"]},
+{"id":"crit1","component":"ListItem","title":"J. Rivera — ICU-12","subtitle":"Septic shock, on vasopressors"},
+{"id":"crit2","component":"ListItem","title":"A. Chen — ICU-04","subtitle":"Post-cardiac arrest, ventilated"},
+{"id":"crit3","component":"ListItem","title":"M. Okafor — ER-7","subtitle":"Stroke alert, tPA window"},
+{"id":"dischCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["dischHdr","dischList"]},
+{"id":"dischHdr","component":"CardHeader","title":"7. Ready for Discharge (9)"},
+{"id":"dischList","component":"ListBlock","items":["disch1","disch2","disch3"]},
+{"id":"disch1","component":"ListItem","title":"S. Patel — MS-312","subtitle":"Awaiting transport"},
+{"id":"disch2","component":"ListItem","title":"L. Gomez — Peds-08","subtitle":"Paperwork pending"},
+{"id":"disch3","component":"ListItem","title":"R. Kim — MS-220","subtitle":"Pharmacy pickup"},
+
+{"id":"alertRow","component":"Alert","title":"Capacity Warning","description":"ICU at 93% capacity. Consider step-down transfers for 2 stable patients.","variant":"warning"},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["admCard","deptCard"]},
+{"id":"admCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["admHdr","admChart"]},
+{"id":"admHdr","component":"CardHeader","title":"3. Admissions — Past 14 Days"},
+{"id":"admChart","component":"AreaChart","labels":["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","D-1","Today"],"series":["admSeries"],"xLabel":"Day","yLabel":"Admissions"},
+{"id":"admSeries","component":"Series","category":"Admissions","values":[42,38,51,47,44,58,63,49,45,52,46,55,61,57]},
+{"id":"deptCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["deptHdr","deptChart"]},
+{"id":"deptHdr","component":"CardHeader","title":"4. Patients per Department"},
+{"id":"deptChart","component":"HorizontalBarChart","labels":["Med-Surg","Emergency","ICU","Pediatrics","Maternity","Oncology","Cardiology"],"series":["deptSeries"],"yLabel":"Patients"},
+{"id":"deptSeries","component":"Series","category":"Patients","values":[190,38,28,40,22,35,31]},
+
+{"id":"tablesRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["staffCard"]},
+{"id":"staffCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["staffHdr","staffTable"]},
+{"id":"staffHdr","component":"CardHeader","title":"5. Staff On Shift"},
+{"id":"staffTable","component":"Table","columns":["staffNameCol","staffRoleCol","staffUnitCol"]},
+{"id":"staffNameCol","component":"Col","label":"Name","data":["Dr. N. Ahmed","Dr. T. Brooks","R. Silva, RN","J. Park, RN","K. Osei, RN","D. Marsh, PA","E. Vargas, RT"],"type":"string"},
+{"id":"staffRoleCol","component":"Col","label":"Role","data":["Attending — ICU","Attending — ER","Charge Nurse — ER","Nurse — Med-Surg","Nurse — ICU","Physician Assistant","Respiratory Therapist"],"type":"string"},
+{"id":"staffUnitCol","component":"Col","label":"Unit","data":["ICU","ER","ER","Med-Surg","ICU","Med-Surg","Float"],"type":"string"},
+
+{"id":"orSuppliesRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["orCard","supCard"]},
+{"id":"orCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["orHdr","orTable"]},
+{"id":"orHdr","component":"CardHeader","title":"8. Today's OR Bookings"},
+{"id":"orTable","component":"Table","columns":["orTimeCol","orRoomCol","orProcCol","orSurgCol"]},
+{"id":"orTimeCol","component":"Col","label":"Time","data":["07:30","09:00","11:30","13:00","15:30"],"type":"string"},
+{"id":"orRoomCol","component":"Col","label":"Room","data":["OR-1","OR-2","OR-1","OR-3","OR-2"],"type":"string"},
+{"id":"orProcCol","component":"Col","label":"Procedure","data":["Appendectomy","Hip replacement","Cholecystectomy","CABG","C-section"],"type":"string"},
+{"id":"orSurgCol","component":"Col","label":"Surgeon","data":["Dr. Lane","Dr. Ito","Dr. Lane","Dr. Fontaine","Dr. Reyes"],"type":"string"},
+{"id":"supCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["supHdr","supList"]},
+{"id":"supHdr","component":"CardHeader","title":"9. Supplies Running Low"},
+{"id":"supList","component":"ListBlock","items":["sup1","sup2","sup3","sup4"]},
+{"id":"sup1","component":"ListItem","title":"N95 Masks","subtitle":"2 days remaining — reorder placed"},
+{"id":"sup2","component":"ListItem","title":"IV Saline 1L bags","subtitle":"18% of par level"},
+{"id":"sup3","component":"ListItem","title":"Blood tubes (EDTA)","subtitle":"1 day remaining — urgent"},
+{"id":"sup4","component":"ListItem","title":"Fentanyl 100mcg","subtitle":"Controlled stock low — pharmacy notified"},
+
+{"id":"actionsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["incidentCard","dayCard","transferCard"]},
+{"id":"incidentCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["incidentHdr","incidentForm"]},
+{"id":"incidentHdr","component":"CardHeader","title":"10. File an Incident"},
+{"id":"incidentForm","component":"Form","name":"incidentForm","fields":["incTypeCtl","incDescCtl"],"buttons":"incidentBtns"},
+{"id":"incTypeCtl","component":"FormControl","label":"Incident Type","input":"incTypeSel"},
+{"id":"incTypeSel","component":"Select","name":"incidentType","placeholder":"Select type","items":["incIt1","incIt2","incIt3","incIt4"]},
+{"id":"incIt1","component":"SelectItem","value":"medication","label":"Medication error"},
+{"id":"incIt2","component":"SelectItem","value":"fall","label":"Patient fall"},
+{"id":"incIt3","component":"SelectItem","value":"equipment","label":"Equipment failure"},
+{"id":"incIt4","component":"SelectItem","value":"security","label":"Security"},
+{"id":"incDescCtl","component":"FormControl","label":"Description","input":"incDescTa","hint":"What happened, where, and when"},
+{"id":"incDescTa","component":"TextArea","name":"incidentDesc","placeholder":"Describe the incident...","rows":3},
+{"id":"incidentBtns","component":"Buttons","buttons":["incSubmit"]},
+{"id":"incSubmit","component":"Button","label":"Submit Incident","variant":"primary","size":"small"},
+
+{"id":"dayCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["dayHdr","dayPicker","dayBtnWrap"]},
+{"id":"dayHdr","component":"CardHeader","title":"11. View Another Day"},
+{"id":"dayPicker","component":"DatePicker","name":"viewDate","mode":"single"},
+{"id":"dayBtnWrap","component":"Buttons","buttons":["dayBtn"]},
+{"id":"dayBtn","component":"Button","label":"Load Selected Day","variant":"secondary","size":"small"},
+
+{"id":"transferCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["trHdr","trForm"]},
+{"id":"trHdr","component":"CardHeader","title":"12. Request Patient Transfer"},
+{"id":"trForm","component":"Form","name":"transferForm","fields":["trPidCtl","trFromCtl","trToCtl"],"buttons":"trBtns"},
+{"id":"trPidCtl","component":"FormControl","label":"Patient ID","input":"trPidIn"},
+{"id":"trPidIn","component":"Input","name":"patientId","placeholder":"e.g. MRN-10234","type":"text"},
+{"id":"trFromCtl","component":"FormControl","label":"From Unit","input":"trFromIn"},
+{"id":"trFromIn","component":"Input","name":"fromUnit","placeholder":"e.g. ICU-12","type":"text"},
+{"id":"trToCtl","component":"FormControl","label":"To Unit","input":"trToSel"},
+{"id":"trToSel","component":"Select","name":"toUnit","placeholder":"Destination unit","items":["trIt1","trIt2","trIt3","trIt4"]},
+{"id":"trIt1","component":"SelectItem","value":"icu","label":"ICU"},
+{"id":"trIt2","component":"SelectItem","value":"stepdown","label":"Step-Down"},
+{"id":"trIt3","component":"SelectItem","value":"medsurg","label":"Med-Surg"},
+{"id":"trIt4","component":"SelectItem","value":"er","label":"ER"},
+{"id":"trBtns","component":"Buttons","buttons":["trSubmit"]},
+{"id":"trSubmit","component":"Button","label":"Request Transfer","variant":"primary","size":"small"}
+]}}
+</a2ui-json>
+
+This command view covers all 12 items: bed occupancy (progress bar + unit breakdown), ER wait time, a 14-day admissions area chart, patients-per-department bar chart, staff-on-shift table with roles, critical patients list, discharge-ready list, today's OR bookings table, low-supplies list, an incident filing form, a date picker to view another day, and a patient transfer request form. Want me to adjust the layout, add filters, or wire up the forms to specific actions?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..a76e3ee23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r1.txt
@@ -0,0 +1,822 @@
+Here's a PMO Portfolio Review dashboard covering all 13 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#3B5BFD",
+      "agentDisplayName": "PMO Portfolio Review"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "controls-row",
+          "health-summary",
+          "projects-card",
+          "charts-row",
+          "mid-row",
+          "bottom-row",
+          "pace-card",
+          "actions-row"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "PMO Project Portfolio Review",
+        "subtitle": "Q3 2025 · 6 active projects · 4 at risk"
+      },
+      {
+        "id": "controls-row",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "variant": "clear",
+        "children": [
+          "quarter-select",
+          "quarter-item-q1",
+          "quarter-item-q2",
+          "quarter-item-q3",
+          "quarter-item-q4",
+          "export-btn"
+        ]
+      },
+      {
+        "id": "quarter-select",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "View quarter…",
+        "value": "q3-2025",
+        "items": [
+          "quarter-item-q1",
+          "quarter-item-q2",
+          "quarter-item-q3",
+          "quarter-item-q4"
+        ]
+      },
+      {
+        "id": "quarter-item-q1",
+        "component": "SelectItem",
+        "value": "q1-2025",
+        "label": "Q1 2025"
+      },
+      {
+        "id": "quarter-item-q2",
+        "component": "SelectItem",
+        "value": "q2-2025",
+        "label": "Q2 2025"
+      },
+      {
+        "id": "quarter-item-q3",
+        "component": "SelectItem",
+        "value": "q3-2025",
+        "label": "Q3 2025"
+      },
+      {
+        "id": "quarter-item-q4",
+        "component": "SelectItem",
+        "value": "q4-2025",
+        "label": "Q4 2025"
+      },
+      {
+        "id": "export-btn",
+        "component": "Button",
+        "label": "Export Review (PDF)",
+        "variant": "secondary",
+        "action": ["export_review"]
+      },
+      {
+        "id": "health-summary",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Portfolio Health Summary",
+        "description": "Portfolio is amber: 2 of 6 projects on track, 4 at risk, driven by 3 overdue milestones and 7 blocked work items."
+      },
+      {
+        "id": "projects-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "projects-header",
+          "projects-table",
+          "col-name",
+          "col-owner",
+          "col-deadline",
+          "col-health",
+          "col-budget",
+          "col-util"
+        ]
+      },
+      {
+        "id": "projects-header",
+        "component": "CardHeader",
+        "title": "1–4. Active Projects: Owner, Deadline, Health, Budget & Utilization",
+        "subtitle": "Budget = spent vs. allocated; Utilization = team capacity used"
+      },
+      {
+        "id": "projects-table",
+        "component": "Table",
+        "columns": [
+          "col-name",
+          "col-owner",
+          "col-deadline",
+          "col-health",
+          "col-budget",
+          "col-util"
+        ]
+      },
+      {
+        "id": "col-name",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Atlas CRM Migration",
+          "Beacon Mobile App",
+          "Core Payments v2",
+          "Data Lake Phase 1",
+          "Engage Portal Redesign",
+          "Forge API Gateway"
+        ]
+      },
+      {
+        "id": "col-owner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "S. Raman",
+          "L. Torres",
+          "M. Okafor",
+          "J. Kim",
+          "A. Novak",
+          "P. Singh"
+        ]
+      },
+      {
+        "id": "col-deadline",
+        "component": "Col",
+        "label": "Deadline",
+        "type": "string",
+        "data": [
+          "2025-09-12",
+          "2025-08-29",
+          "2025-09-05",
+          "2025-10-03",
+          "2025-09-19",
+          "2025-08-22"
+        ]
+      },
+      {
+        "id": "col-health",
+        "component": "Col",
+        "label": "Health",
+        "type": "string",
+        "data": [
+          "🟢 On Track",
+          "🟡 At Risk",
+          "🔴 Off Track",
+          "🟢 On Track",
+          "🟡 At Risk",
+          "🔴 Off Track"
+        ]
+      },
+      {
+        "id": "col-budget",
+        "component": "Col",
+        "label": "Budget Spent / Allocated",
+        "type": "string",
+        "data": [
+          "$410K / $520K",
+          "$295K / $300K",
+          "$510K / $480K",
+          "$120K / $250K",
+          "$180K / $210K",
+          "$265K / $240K"
+        ]
+      },
+      {
+        "id": "col-util",
+        "component": "Col",
+        "label": "Team Utilization",
+        "type": "string",
+        "data": [
+          "82%",
+          "97%",
+          "104%",
+          "61%",
+          "88%",
+          "112%"
+        ]
+      },
+      {
+        "id": "charts-row",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "budget-card",
+          "util-card"
+        ]
+      },
+      {
+        "id": "budget-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "budget-header",
+          "budget-chart",
+          "ser-allocated",
+          "ser-spent"
+        ]
+      },
+      {
+        "id": "budget-header",
+        "component": "CardHeader",
+        "title": "3. Budget Spent vs. Allocated ($K)"
+      },
+      {
+        "id": "budget-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Atlas",
+          "Beacon",
+          "Core Pay",
+          "Data Lake",
+          "Engage",
+          "Forge"
+        ],
+        "series": [
+          "ser-allocated",
+          "ser-spent"
+        ],
+        "variant": "grouped",
+        "xLabel": "$K",
+        "yLabel": "Project"
+      },
+      {
+        "id": "ser-allocated",
+        "component": "Series",
+        "category": "Allocated",
+        "values": [520, 300, 480, 250, 210, 240]
+      },
+      {
+        "id": "ser-spent",
+        "component": "Series",
+        "category": "Spent",
+        "values": [410, 295, 510, 120, 180, 265]
+      },
+      {
+        "id": "util-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "util-header",
+          "util-1",
+          "util-2",
+          "util-3",
+          "util-4",
+          "util-5",
+          "util-6"
+        ]
+      },
+      {
+        "id": "util-header",
+        "component": "CardHeader",
+        "title": "4. Team Utilization",
+        "subtitle": ">100% indicates over-allocation"
+      },
+      {
+        "id": "util-1",
+        "component": "Progress",
+        "label": "Atlas CRM Migration — 82%",
+        "value": 82
+      },
+      {
+        "id": "util-2",
+        "component": "Progress",
+        "label": "Beacon Mobile App — 97%",
+        "value": 97
+      },
+      {
+        "id": "util-3",
+        "component": "Progress",
+        "label": "Core Payments v2 — 104%",
+        "value": 100
+      },
+      {
+        "id": "util-4",
+        "component": "Progress",
+        "label": "Data Lake Phase 1 — 61%",
+        "value": 61
+      },
+      {
+        "id": "util-5",
+        "component": "Progress",
+        "label": "Engage Portal Redesign — 88%",
+        "value": 88
+      },
+      {
+        "id": "util-6",
+        "component": "Progress",
+        "label": "Forge API Gateway — 112%",
+        "value": 100
+      },
+      {
+        "id": "mid-row",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "overdue-card",
+          "deadlines-card",
+          "risks-card"
+        ]
+      },
+      {
+        "id": "overdue-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "overdue-header",
+          "overdue-list",
+          "overdue-1",
+          "overdue-2",
+          "overdue-3"
+        ]
+      },
+      {
+        "id": "overdue-header",
+        "component": "CardHeader",
+        "title": "2. Overdue Milestones"
+      },
+      {
+        "id": "overdue-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "overdue-1",
+          "overdue-2",
+          "overdue-3"
+        ]
+      },
+      {
+        "id": "overdue-1",
+        "component": "ListItem",
+        "title": "Forge: Gateway cutover",
+        "subtitle": "Due Aug 8 · 14 days overdue"
+      },
+      {
+        "id": "overdue-2",
+        "component": "ListItem",
+        "title": "Core Pay: PCI audit sign-off",
+        "subtitle": "Due Aug 12 · 10 days overdue"
+      },
+      {
+        "id": "overdue-3",
+        "component": "ListItem",
+        "title": "Beacon: App Store submission",
+        "subtitle": "Due Aug 18 · 4 days overdue"
+      },
+      {
+        "id": "deadlines-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "deadlines-header",
+          "deadlines-list",
+          "deadline-1",
+          "deadline-2",
+          "deadline-3",
+          "deadline-4"
+        ]
+      },
+      {
+        "id": "deadlines-header",
+        "component": "CardHeader",
+        "title": "6. Deadlines — Next 2 Weeks"
+      },
+      {
+        "id": "deadlines-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "deadline-1",
+          "deadline-2",
+          "deadline-3",
+          "deadline-4"
+        ]
+      },
+      {
+        "id": "deadline-1",
+        "component": "ListItem",
+        "title": "Forge API Gateway — full release",
+        "subtitle": "Aug 22"
+      },
+      {
+        "id": "deadline-2",
+        "component": "ListItem",
+        "title": "Beacon Mobile App — GA launch",
+        "subtitle": "Aug 29"
+      },
+      {
+        "id": "deadline-3",
+        "component": "ListItem",
+        "title": "Core Payments v2 — go-live",
+        "subtitle": "Sep 5"
+      },
+      {
+        "id": "deadline-4",
+        "component": "ListItem",
+        "title": "Atlas CRM Migration — UAT complete",
+        "subtitle": "Sep 5"
+      },
+      {
+        "id": "risks-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "risks-header",
+          "risks-list",
+          "risk-1",
+          "risk-2",
+          "risk-3",
+          "risk-4"
+        ]
+      },
+      {
+        "id": "risks-header",
+        "component": "CardHeader",
+        "title": "5. Top Risks by Severity"
+      },
+      {
+        "id": "risks-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "risk-1",
+          "risk-2",
+          "risk-3",
+          "risk-4"
+        ]
+      },
+      {
+        "id": "risk-1",
+        "component": "ListItem",
+        "title": "🔴 High — Vendor delay on payment certification",
+        "subtitle": "Core Payments v2 · threatens Sep 5 go-live"
+      },
+      {
+        "id": "risk-2",
+        "component": "ListItem",
+        "title": "🔴 High — Key engineer departure on Forge",
+        "subtitle": "Knowledge transfer incomplete"
+      },
+      {
+        "id": "risk-3",
+        "component": "ListItem",
+        "title": "🟡 Medium — Scope creep in portal redesign",
+        "subtitle": "Engage · +12% backlog growth"
+      },
+      {
+        "id": "risk-4",
+        "component": "ListItem",
+        "title": "🟢 Low — Data lake infra cost overrun",
+        "subtitle": "Data Lake · within contingency"
+      },
+      {
+        "id": "bottom-row",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "blocked-card",
+          "staffing-card"
+        ]
+      },
+      {
+        "id": "blocked-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "blocked-header",
+          "blocked-list",
+          "blocked-1",
+          "blocked-2",
+          "blocked-3",
+          "blocked-4"
+        ]
+      },
+      {
+        "id": "blocked-header",
+        "component": "CardHeader",
+        "title": "8. Blocked Work Items (7 total)"
+      },
+      {
+        "id": "blocked-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "blocked-1",
+          "blocked-2",
+          "blocked-3",
+          "blocked-4"
+        ]
+      },
+      {
+        "id": "blocked-1",
+        "component": "ListItem",
+        "title": "FRG-412: TLS cert provisioning",
+        "subtitle": "Blocked 9 days · waiting on InfoSec"
+      },
+      {
+        "id": "blocked-2",
+        "component": "ListItem",
+        "title": "PAY-238: Settlement API contract",
+        "subtitle": "Blocked 6 days · vendor dependency"
+      },
+      {
+        "id": "blocked-3",
+        "component": "ListItem",
+        "title": "BCN-101: Push notification entitlement",
+        "subtitle": "Blocked 4 days · Apple review"
+      },
+      {
+        "id": "blocked-4",
+        "component": "ListItem",
+        "title": "ATL-556: Legacy data export access",
+        "subtitle": "Blocked 3 days · DBA approval"
+      },
+      {
+        "id": "staffing-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "staffing-header",
+          "staffing-form",
+          "fc-project",
+          "staff-project-select",
+          "sp-atlas",
+          "sp-beacon",
+          "sp-core",
+          "sp-data",
+          "sp-engage",
+          "sp-forge",
+          "fc-count",
+          "staff-count",
+          "staffing-buttons",
+          "staffing-submit"
+        ]
+      },
+      {
+        "id": "staffing-header",
+        "component": "CardHeader",
+        "title": "11. Request Additional Headcount"
+      },
+      {
+        "id": "staffing-form",
+        "component": "Form",
+        "name": "headcount-request",
+        "fields": [
+          "fc-project",
+          "fc-count"
+        ],
+        "buttons": "staffing-buttons"
+      },
+      {
+        "id": "fc-project",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "staff-project-select"
+      },
+      {
+        "id": "staff-project-select",
+        "component": "Select",
+        "name": "project",
+        "placeholder": "Select project",
+        "items": [
+          "sp-atlas",
+          "sp-beacon",
+          "sp-core",
+          "sp-data",
+          "sp-engage",
+          "sp-forge"
+        ]
+      },
+      {
+        "id": "sp-atlas",
+        "component": "SelectItem",
+        "value": "atlas",
+        "label": "Atlas CRM Migration"
+      },
+      {
+        "id": "sp-beacon",
+        "component": "SelectItem",
+        "value": "beacon",
+        "label": "Beacon Mobile App"
+      },
+      {
+        "id": "sp-core",
+        "component": "SelectItem",
+        "value": "core",
+        "label": "Core Payments v2"
+      },
+      {
+        "id": "sp-data",
+        "component": "SelectItem",
+        "value": "data",
+        "label": "Data Lake Phase 1"
+      },
+      {
+        "id": "sp-engage",
+        "component": "SelectItem",
+        "value": "engage",
+        "label": "Engage Portal Redesign"
+      },
+      {
+        "id": "sp-forge",
+        "component": "SelectItem",
+        "value": "forge",
+        "label": "Forge API Gateway"
+      },
+      {
+        "id": "fc-count",
+        "component": "FormControl",
+        "label": "People needed",
+        "input": "staff-count",
+        "hint": "FTE count for the remainder of the quarter"
+      },
+      {
+        "id": "staff-count",
+        "component": "Input",
+        "name": "headcount",
+        "type": "number",
+        "placeholder": "e.g. 2"
+      },
+      {
+        "id": "staffing-buttons",
+        "component": "Buttons",
+        "buttons": [
+          "staffing-submit"
+        ]
+      },
+      {
+        "id": "staffing-submit",
+        "component": "Button",
+        "label": "Submit Request",
+        "variant": "primary",
+        "action": ["request_headcount"]
+      },
+      {
+        "id": "pace-card",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "pace-header",
+          "pace-chart",
+          "pace-completed",
+          "pace-committed"
+        ]
+      },
+      {
+        "id": "pace-header",
+        "component": "CardHeader",
+        "title": "7. Delivery Pace — Past 6 Sprints",
+        "subtitle": "Story points committed vs. completed across the portfolio"
+      },
+      {
+        "id": "pace-chart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23",
+          "Sprint 24"
+        ],
+        "series": [
+          "pace-committed",
+          "pace-completed"
+        ],
+        "variant": "linear",
+        "xLabel": "Sprint",
+        "yLabel": "Story points"
+      },
+      {
+        "id": "pace-committed",
+        "component": "Series",
+        "category": "Committed",
+        "values": [142, 150, 148, 155, 160, 158]
+      },
+      {
+        "id": "pace-completed",
+        "component": "Series",
+        "category": "Completed",
+        "values": [128, 139, 121, 140, 149, 132]
+      },
+      {
+        "id": "actions-row",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "archive-dialog",
+          "followups",
+          "fu-1",
+          "fu-2",
+          "fu-3"
+        ]
+      },
+      {
+        "id": "archive-dialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Archive Finished Project",
+        "title": "Archive project?",
+        "description": "Archiving 'Forge API Gateway' (completed) will remove it from the active portfolio. This can be undone from Settings.",
+        "confirmLabel": "Archive",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "destructive"
+      },
+      {
+        "id": "followups",
+        "component": "FollowUpBlock",
+        "items": [
+          "fu-1",
+          "fu-2",
+          "fu-3"
+        ]
+      },
+      {
+        "id": "fu-1",
+        "component": "FollowUpItem",
+        "text": "Show only at-risk projects"
+      },
+      {
+        "id": "fu-2",
+        "component": "FollowUpItem",
+        "text": "Break down budget variance by project"
+      },
+      {
+        "id": "fu-3",
+        "component": "FollowUpItem",
+        "text": "Draft mitigation plan for top risks"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all 13 requirements:
+
+1. **Active projects** — table with owner, deadline, and health (🟢/🟡/🔴) per project
+2. **Overdue milestones** — numbered list with days overdue
+3. **Budget** — spent vs. allocated in both the table and a grouped bar chart
+4. **Team utilization** — progress bars per project, flagging over-allocation
+5. **Risks** — severity-tagged list (High/Medium/Low)
+6. **Next-2-week deadlines** — dedicated list
+7. **Delivery pace** — line chart of committed vs. completed points across 6 sprints
+8. **Blocked work items** — list with blocker reason and duration
+9. **Health summary** — one-line callout at the top
+10. **Quarter switcher** — Q1–Q4 select dropdown
+11. **Headcount request** — form with project picker + count + submit
+12. **Export** — "Export Review (PDF)" button
+13. **Archive** — destructive confirm dialog for a finished project
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..aab20ca1c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r2.txt
@@ -0,0 +1,548 @@
+Here's your PMO portfolio review dashboard — a single screen covering all 13 items: the projects table (1), overdue milestones (2), budget chart (3), utilization bars (4), risk register (5), upcoming deadlines (6), sprint pace chart (7), blocked items (8), the health callout (9), quarter switcher (10), headcount request dialog (11), export button (12), and archive confirmation (13).
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "PMO Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "summary-callout", "projects-card", "charts-row", "mid-row", "bottom-row"]
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["header-heading", "header-controls"]
+        },
+        {
+          "id": "summary-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio health: Watch",
+          "description": "2 projects on track, 1 complete, 2 at risk, 1 off track — sprint velocity is trending up, but Data Platform's budget burn and 3 overdue milestones need attention this week."
+        },
+        {
+          "id": "projects-card",
+          "component": "Card",
+          "children": ["projects-header", "projects-table"]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["budget-card", "pace-card"]
+        },
+        {
+          "id": "mid-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["util-card", "risks-card"]
+        },
+        {
+          "id": "bottom-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["overdue-card", "deadlines-card", "blocked-card"]
+        },
+        {
+          "id": "header-heading",
+          "component": "Heading",
+          "text": "Project Portfolio Review — Q3 2025",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["quarter-select", "export-btn", "request-dialog", "archive-dialog"]
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "items": ["q1-item", "q2-item", "q3-item", "q4-item"],
+          "value": "q3-2025",
+          "size": "small"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Review",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["export_review", {"format": "pdf", "quarter": "Q3-2025"}]
+        },
+        {
+          "id": "request-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Headcount",
+          "title": "Request additional people",
+          "description": "Submit a staffing request for a project. It goes to the resource manager for approval.",
+          "triggerVariant": "outline",
+          "content": ["req-form"]
+        },
+        {
+          "id": "archive-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Project",
+          "title": "Archive 'Website Redesign'?",
+          "description": "This project is marked complete (Sep 30, 2025). Archiving removes it from the active portfolio and freezes its budget and velocity history. You can restore it from the archive at any time.",
+          "confirmLabel": "Archive",
+          "cancelLabel": "Keep active",
+          "triggerVariant": "outline"
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "q1-2025",
+          "label": "Q1 2025"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "q2-2025",
+          "label": "Q2 2025"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "q3-2025",
+          "label": "Q3 2025 (current)"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "q4-2025",
+          "label": "Q4 2025"
+        },
+        {
+          "id": "req-form",
+          "component": "Form",
+          "name": "headcount-request",
+          "buttons": "req-buttons",
+          "fields": ["req-field-project", "req-field-count", "req-field-reason"]
+        },
+        {
+          "id": "req-field-project",
+          "component": "FormControl",
+          "label": "Project",
+          "input": "req-project-select",
+          "hint": "Which project needs more people?"
+        },
+        {
+          "id": "req-field-count",
+          "component": "FormControl",
+          "label": "People needed",
+          "input": "req-count-input"
+        },
+        {
+          "id": "req-field-reason",
+          "component": "FormControl",
+          "label": "Justification",
+          "input": "req-reason-text",
+          "hint": "Why is this needed and for how long?"
+        },
+        {
+          "id": "req-buttons",
+          "component": "Buttons",
+          "buttons": ["req-submit", "req-cancel"]
+        },
+        {
+          "id": "req-project-select",
+          "component": "Select",
+          "name": "project",
+          "items": ["req-proj-1", "req-proj-2", "req-proj-3", "req-proj-4", "req-proj-5"],
+          "placeholder": "Select a project"
+        },
+        {
+          "id": "req-proj-1",
+          "component": "SelectItem",
+          "value": "apollo-crm",
+          "label": "Apollo CRM Migration"
+        },
+        {
+          "id": "req-proj-2",
+          "component": "SelectItem",
+          "value": "mobile-3",
+          "label": "Mobile App 3.0"
+        },
+        {
+          "id": "req-proj-3",
+          "component": "SelectItem",
+          "value": "data-platform",
+          "label": "Data Platform Rebuild"
+        },
+        {
+          "id": "req-proj-4",
+          "component": "SelectItem",
+          "value": "website-redesign",
+          "label": "Website Redesign"
+        },
+        {
+          "id": "req-proj-5",
+          "component": "SelectItem",
+          "value": "soc2",
+          "label": "SOC 2 Compliance"
+        },
+        {
+          "id": "req-count-input",
+          "component": "Input",
+          "name": "headcount",
+          "type": "number",
+          "placeholder": "e.g. 2"
+        },
+        {
+          "id": "req-reason-text",
+          "component": "TextArea",
+          "name": "justification",
+          "rows": 3,
+          "placeholder": "e.g. Need 2 backend engineers for 8 weeks to unblock the Kafka migration..."
+        },
+        {
+          "id": "req-submit",
+          "component": "Button",
+          "label": "Submit request",
+          "variant": "primary",
+          "action": ["submit_headcount_request"]
+        },
+        {
+          "id": "req-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        },
+        {
+          "id": "projects-header",
+          "component": "CardHeader",
+          "title": "Active Projects",
+          "subtitle": "Owner, deadline and health status"
+        },
+        {
+          "id": "projects-table",
+          "component": "Table",
+          "columns": ["pc-proj", "pc-owner", "pc-deadline", "pc-health"]
+        },
+        {
+          "id": "pc-proj",
+          "component": "Col",
+          "label": "Project",
+          "data": ["Apollo CRM Migration", "Mobile App 3.0", "Data Platform Rebuild", "Website Redesign", "SOC 2 Compliance"],
+          "type": "string"
+        },
+        {
+          "id": "pc-owner",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["S. Chen", "M. Okafor", "L. García", "J. Novak", "R. Patel"],
+          "type": "string"
+        },
+        {
+          "id": "pc-deadline",
+          "component": "Col",
+          "label": "Deadline",
+          "data": ["Oct 17, 2025", "Nov 07, 2025", "Dec 12, 2025", "Sep 30, 2025", "Oct 31, 2025"],
+          "type": "string"
+        },
+        {
+          "id": "pc-health",
+          "component": "Col",
+          "label": "Health",
+          "data": ["🟢 On Track", "🟡 At Risk", "🔴 Off Track", "✅ Complete", "🟡 At Risk"],
+          "type": "string"
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["budget-header", "budget-chart"]
+        },
+        {
+          "id": "pace-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["pace-header", "pace-chart"]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Budget: Spent vs Allocated",
+          "subtitle": "$K per project, quarter to date"
+        },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "labels": ["Apollo CRM", "Mobile 3.0", "Data Platform", "Website", "SOC 2"],
+          "series": ["bs-alloc", "bs-spent"],
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "$K"
+        },
+        {
+          "id": "bs-alloc",
+          "component": "Series",
+          "category": "Allocated",
+          "values": [450, 380, 620, 150, 200]
+        },
+        {
+          "id": "bs-spent",
+          "component": "Series",
+          "category": "Spent",
+          "values": [310, 355, 540, 148, 90]
+        },
+        {
+          "id": "pace-header",
+          "component": "CardHeader",
+          "title": "Delivery Pace — Last 6 Sprints",
+          "subtitle": "Story points committed vs completed"
+        },
+        {
+          "id": "pace-chart",
+          "component": "LineChart",
+          "labels": ["Sprint 9", "Sprint 10", "Sprint 11", "Sprint 12", "Sprint 13", "Sprint 14"],
+          "series": ["ps-committed", "ps-completed"],
+          "variant": "linear",
+          "xLabel": "Sprint",
+          "yLabel": "Story points"
+        },
+        {
+          "id": "ps-committed",
+          "component": "Series",
+          "category": "Committed",
+          "values": [50, 52, 50, 54, 54, 56]
+        },
+        {
+          "id": "ps-completed",
+          "component": "Series",
+          "category": "Completed",
+          "values": [42, 48, 45, 52, 47, 55]
+        },
+        {
+          "id": "util-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["util-header", "util-eng", "util-design", "util-qa", "util-devops"]
+        },
+        {
+          "id": "risks-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["risks-header", "risks-table"]
+        },
+        {
+          "id": "util-header",
+          "component": "CardHeader",
+          "title": "Team Utilization",
+          "subtitle": "% of capacity booked this sprint"
+        },
+        {
+          "id": "util-eng",
+          "component": "Progress",
+          "label": "Engineering — 88%",
+          "value": 88
+        },
+        {
+          "id": "util-design",
+          "component": "Progress",
+          "label": "Design — 72%",
+          "value": 72
+        },
+        {
+          "id": "util-qa",
+          "component": "Progress",
+          "label": "QA — 64%",
+          "value": 64
+        },
+        {
+          "id": "util-devops",
+          "component": "Progress",
+          "label": "DevOps — 95% (overloaded)",
+          "value": 95
+        },
+        {
+          "id": "risks-header",
+          "component": "CardHeader",
+          "title": "Top Risks",
+          "subtitle": "Ranked by severity"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["rc-risk", "rc-sev", "rc-owner"]
+        },
+        {
+          "id": "rc-risk",
+          "component": "Col",
+          "label": "Risk",
+          "data": ["Vendor API deprecation may force rework (Data Platform)", "Key iOS engineer on leave Oct 6–17 (Mobile 3.0)", "Scope creep in CRM data mapping (Apollo)", "Audit evidence gaps in change mgmt (SOC 2)"],
+          "type": "string"
+        },
+        {
+          "id": "rc-sev",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 High", "🔴 High", "🟡 Medium", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "rc-owner",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["L. García", "M. Okafor", "S. Chen", "R. Patel"],
+          "type": "string"
+        },
+        {
+          "id": "overdue-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["overdue-header", "overdue-list"]
+        },
+        {
+          "id": "deadlines-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["deadlines-header", "deadlines-list"]
+        },
+        {
+          "id": "blocked-card",
+          "component": "Card",
+          "weight": 1,
+          "children": ["blocked-header", "blocked-list"]
+        },
+        {
+          "id": "overdue-header",
+          "component": "CardHeader",
+          "title": "Overdue Milestones",
+          "subtitle": "3 items need escalation (as of Oct 1, 2025)"
+        },
+        {
+          "id": "overdue-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["om1", "om2", "om3"]
+        },
+        {
+          "id": "om1",
+          "component": "ListItem",
+          "title": "Pen-test remediation — SOC 2 Compliance",
+          "subtitle": "Due Sep 19 · 12 days overdue"
+        },
+        {
+          "id": "om2",
+          "component": "ListItem",
+          "title": "Kafka cluster migration — Data Platform",
+          "subtitle": "Due Sep 24 · 7 days overdue"
+        },
+        {
+          "id": "om3",
+          "component": "ListItem",
+          "title": "UAT sign-off — Mobile App 3.0",
+          "subtitle": "Due Sep 28 · 3 days overdue"
+        },
+        {
+          "id": "deadlines-header",
+          "component": "CardHeader",
+          "title": "Deadlines — Next 14 Days",
+          "subtitle": "Oct 1 – Oct 15, 2025"
+        },
+        {
+          "id": "deadlines-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dl1", "dl2", "dl3", "dl4"]
+        },
+        {
+          "id": "dl1",
+          "component": "ListItem",
+          "title": "Oct 03 — Sprint 14 demo & retro",
+          "subtitle": "Mobile App 3.0"
+        },
+        {
+          "id": "dl2",
+          "component": "ListItem",
+          "title": "Oct 07 — Security control review gate",
+          "subtitle": "SOC 2 Compliance"
+        },
+        {
+          "id": "dl3",
+          "component": "ListItem",
+          "title": "Oct 10 — Phase 2 go-live",
+          "subtitle": "Apollo CRM Migration"
+        },
+        {
+          "id": "dl4",
+          "component": "ListItem",
+          "title": "Oct 14 — Load test completion",
+          "subtitle": "Data Platform Rebuild"
+        },
+        {
+          "id": "blocked-header",
+          "component": "CardHeader",
+          "title": "Blocked Work Items",
+          "subtitle": "3 blockers open"
+        },
+        {
+          "id": "blocked-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bk1", "bk2", "bk3"]
+        },
+        {
+          "id": "bk1",
+          "component": "ListItem",
+          "title": "CRM-97 · Legacy data-mapping sign-off",
+          "subtitle": "Apollo CRM · blocked 8 days"
+        },
+        {
+          "id": "bk2",
+          "component": "ListItem",
+          "title": "DP-412 · Schema registry access approval",
+          "subtitle": "Data Platform · blocked 5 days"
+        },
+        {
+          "id": "bk3",
+          "component": "ListItem",
+          "title": "MB-208 · App Store review credentials",
+          "subtitle": "Mobile 3.0 · blocked 3 days"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Notes on how it works:
+- **Quarter switcher (10)** sits in the header next to the action buttons — pick Q1–Q4 2025 to reload the review for that period.
+- **Request Headcount (11)** opens a dialog with a form (project, number of people, justification) routed to the resource manager.
+- **Export Review (12)** packages the current quarter's view as a PDF.
+- **Archive Project (13)** asks for confirmation before archiving "Website Redesign" (marked ✅ Complete in the table), preserving its history.
+- DevOps at 95% utilization and the two High-severity risks are the things I'd watch most closely this week. Want me to drill into the Data Platform project specifically, or model what adding 2 engineers there would do to its timeline?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..99e8f78e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,516 @@
+Here's a complete PMO portfolio review screen. All 13 items are covered: active projects table (1), overdue milestones (2), budget vs allocation chart (3), team utilization (4), risk register with severity (5), two-week deadline list (6), six-sprint velocity chart (7), blocked items (8), health summary banner (9), quarter selector (10), headcount request dialog (11), export button (12), and archive confirmation dialog (13).
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#3B5BFD",
+        "agentDisplayName": "PMO Portfolio Agent"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerRow", "summaryCallout", "rowProjects", "rowMilestones", "rowCharts", "rowRisks", "actionsRow"]
+        },
+        {
+          "id": "headerRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": ["titleBlock", "headerControls"]
+        },
+        {
+          "id": "titleBlock",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["titleHeading", "titleSub"]
+        },
+        {
+          "id": "titleHeading",
+          "component": "Heading",
+          "text": "PMO Portfolio Review — Q3 2025",
+          "level": "h2"
+        },
+        {
+          "id": "titleSub",
+          "component": "TextContent",
+          "text": "Data as of Jul 29, 2025 · 6 active projects · 3 milestones overdue · 4 blocked items",
+          "size": "small"
+        },
+        {
+          "id": "headerControls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["quarterSelect", "exportButton"]
+        },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "items": ["q1", "q2", "q3", "q4"],
+          "value": "q3",
+          "size": "small"
+        },
+        { "id": "q1", "component": "SelectItem", "value": "q1", "label": "Q1 2025" },
+        { "id": "q2", "component": "SelectItem", "value": "q2", "label": "Q2 2025" },
+        { "id": "q3", "component": "SelectItem", "value": "q3", "label": "Q3 2025" },
+        { "id": "q4", "component": "SelectItem", "value": "q4", "label": "Q4 2025" },
+        {
+          "id": "exportButton",
+          "component": "Button",
+          "label": "Export review",
+          "variant": "primary",
+          "action": ["export_portfolio_review_pdf"]
+        },
+        {
+          "id": "summaryCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio health: At Risk",
+          "description": "2 of 6 projects behind, Delta is 10% over budget, 3 milestones are overdue and 4 work items are blocked — Falcon completes Jul 30 and is ready to archive."
+        },
+        {
+          "id": "rowProjects",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["projectsCard", "budgetCard"]
+        },
+        {
+          "id": "projectsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 3,
+          "children": ["projectsHeader", "projectsTable"]
+        },
+        {
+          "id": "projectsHeader",
+          "component": "CardHeader",
+          "title": "Active projects",
+          "subtitle": "Owner, deadline and health for each project"
+        },
+        {
+          "id": "projectsTable",
+          "component": "Table",
+          "columns": ["colProject", "colOwner", "colDeadline", "colHealth"]
+        },
+        {
+          "id": "colProject",
+          "component": "Col",
+          "label": "Project",
+          "data": ["Atlas CRM Migration", "Beacon Mobile App", "Cirrus Data Platform", "Delta Payment Gateway", "Ember Design System", "Falcon Analytics"]
+        },
+        {
+          "id": "colOwner",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["Sarah Chen", "David Okafor", "Priya Nair", "Marco Rossi", "Lena Fischer", "Tom Alvarez"]
+        },
+        {
+          "id": "colDeadline",
+          "component": "Col",
+          "label": "Deadline",
+          "data": ["Sep 12, 2025", "Aug 29, 2025", "Oct 3, 2025", "Aug 15, 2025", "Sep 26, 2025", "Jul 30, 2025"]
+        },
+        {
+          "id": "colHealth",
+          "component": "Col",
+          "label": "Health",
+          "data": ["🟢 On track", "🟡 At risk", "🟢 On track", "🔴 Off track", "🟢 On track", "🔵 Complete"]
+        },
+        {
+          "id": "budgetCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": ["budgetHeader", "budgetChart"]
+        },
+        {
+          "id": "budgetHeader",
+          "component": "CardHeader",
+          "title": "Budget: spent vs allocation",
+          "subtitle": "$K per project — Delta is over allocation"
+        },
+        {
+          "id": "budgetChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Atlas", "Beacon", "Cirrus", "Delta", "Ember", "Falcon"],
+          "series": ["spentSeries", "allocSeries"],
+          "variant": "grouped",
+          "xLabel": "$K"
+        },
+        {
+          "id": "spentSeries",
+          "component": "Series",
+          "category": "Spent",
+          "values": [420, 310, 560, 275, 180, 150]
+        },
+        {
+          "id": "allocSeries",
+          "component": "Series",
+          "category": "Allocation",
+          "values": [500, 340, 600, 250, 220, 150]
+        },
+        {
+          "id": "rowMilestones",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["overdueCard", "upcomingCard"]
+        },
+        {
+          "id": "overdueCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["overdueHeader", "overdueList"]
+        },
+        {
+          "id": "overdueHeader",
+          "component": "CardHeader",
+          "title": "Overdue milestones",
+          "subtitle": "3 milestones past due"
+        },
+        {
+          "id": "overdueList",
+          "component": "ListBlock",
+          "items": ["om1", "om2", "om3"]
+        },
+        {
+          "id": "om1",
+          "component": "ListItem",
+          "title": "PCI DSS audit sign-off — Delta Payment Gateway",
+          "subtitle": "Due Jul 18 · 11 days overdue · Owner: Marco Rossi"
+        },
+        {
+          "id": "om2",
+          "component": "ListItem",
+          "title": "Beta build sign-off — Beacon Mobile App",
+          "subtitle": "Due Jul 22 · 7 days overdue · Owner: David Okafor"
+        },
+        {
+          "id": "om3",
+          "component": "ListItem",
+          "title": "Schema freeze — Cirrus Data Platform",
+          "subtitle": "Due Jul 25 · 4 days overdue · Owner: Priya Nair"
+        },
+        {
+          "id": "upcomingCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["upcomingHeader", "upcomingList"]
+        },
+        {
+          "id": "upcomingHeader",
+          "component": "CardHeader",
+          "title": "Deadlines — next two weeks",
+          "subtitle": "Jul 29 – Aug 12"
+        },
+        {
+          "id": "upcomingList",
+          "component": "ListBlock",
+          "items": ["up1", "up2", "up3", "up4", "up5"]
+        },
+        {
+          "id": "up1",
+          "component": "ListItem",
+          "title": "Falcon Analytics — final handover & close-out",
+          "subtitle": "Jul 30 · Owner: Tom Alvarez"
+        },
+        {
+          "id": "up2",
+          "component": "ListItem",
+          "title": "Beacon Mobile App — v1.0 code freeze",
+          "subtitle": "Aug 1 · Owner: David Okafor"
+        },
+        {
+          "id": "up3",
+          "component": "ListItem",
+          "title": "Atlas CRM — data migration wave 2",
+          "subtitle": "Aug 4 · Owner: Sarah Chen"
+        },
+        {
+          "id": "up4",
+          "component": "ListItem",
+          "title": "Ember Design System — tokens v2 release",
+          "subtitle": "Aug 6 · Owner: Lena Fischer"
+        },
+        {
+          "id": "up5",
+          "component": "ListItem",
+          "title": "Delta — PCI remediation retest",
+          "subtitle": "Aug 7 · Owner: Marco Rossi"
+        },
+        {
+          "id": "rowCharts",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["utilCard", "paceCard"]
+        },
+        {
+          "id": "utilCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["utilHeader", "utilChart"]
+        },
+        {
+          "id": "utilHeader",
+          "component": "CardHeader",
+          "title": "Team utilization",
+          "subtitle": "% of capacity booked this quarter"
+        },
+        {
+          "id": "utilChart",
+          "component": "RadialChart",
+          "labels": ["Engineering", "Design", "QA", "DevOps", "Product"],
+          "values": [92, 78, 64, 85, 70]
+        },
+        {
+          "id": "paceCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["paceHeader", "paceChart"]
+        },
+        {
+          "id": "paceHeader",
+          "component": "CardHeader",
+          "title": "Delivery pace — last six sprints",
+          "subtitle": "Story points completed per sprint"
+        },
+        {
+          "id": "paceChart",
+          "component": "BarChart",
+          "labels": ["Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24", "Sprint 25", "Sprint 26"],
+          "series": ["paceSeries"],
+          "yLabel": "Story points"
+        },
+        {
+          "id": "paceSeries",
+          "component": "Series",
+          "category": "Completed points",
+          "values": [42, 47, 45, 52, 49, 55]
+        },
+        {
+          "id": "rowRisks",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["risksCard", "blockedCard"]
+        },
+        {
+          "id": "risksCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 3,
+          "children": ["risksHeader", "risksTable"]
+        },
+        {
+          "id": "risksHeader",
+          "component": "CardHeader",
+          "title": "Risk register",
+          "subtitle": "Open risks by severity"
+        },
+        {
+          "id": "risksTable",
+          "component": "Table",
+          "columns": ["colRisk", "colRiskProject", "colSeverity"]
+        },
+        {
+          "id": "colRisk",
+          "component": "Col",
+          "label": "Risk",
+          "data": ["Vendor payment API instability", "Key engineer on extended leave", "Scope creep in reporting module", "Data migration compliance review", "Design approval delays"]
+        },
+        {
+          "id": "colRiskProject",
+          "component": "Col",
+          "label": "Project",
+          "data": ["Delta", "Beacon", "Cirrus", "Atlas", "Ember"]
+        },
+        {
+          "id": "colSeverity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 Critical", "🟠 High", "🟡 Medium", "🟠 High", "🟢 Low"]
+        },
+        {
+          "id": "blockedCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 2,
+          "children": ["blockedHeader", "blockedList"]
+        },
+        {
+          "id": "blockedHeader",
+          "component": "CardHeader",
+          "title": "Blocked work items",
+          "subtitle": "4 items currently blocked"
+        },
+        {
+          "id": "blockedList",
+          "component": "ListBlock",
+          "items": ["bi1", "bi2", "bi3", "bi4"]
+        },
+        {
+          "id": "bi1",
+          "component": "ListItem",
+          "title": "Payment retry logic — vendor API outage",
+          "subtitle": "Delta · blocked 9 days"
+        },
+        {
+          "id": "bi2",
+          "component": "ListItem",
+          "title": "Push notification consent flow — legal review pending",
+          "subtitle": "Beacon · blocked 6 days"
+        },
+        {
+          "id": "bi3",
+          "component": "ListItem",
+          "title": "SSO integration — waiting on infra credentials",
+          "subtitle": "Atlas · blocked 4 days"
+        },
+        {
+          "id": "bi4",
+          "component": "ListItem",
+          "title": "Dashboard performance fix — no production access",
+          "subtitle": "Cirrus · blocked 3 days"
+        },
+        {
+          "id": "actionsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "children": ["headcountDialog", "archiveDialog"]
+        },
+        {
+          "id": "headcountDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request additional people",
+          "title": "Request more people for a project",
+          "description": "Submit a staffing request to the PMO resourcing committee.",
+          "content": ["hcForm"]
+        },
+        {
+          "id": "hcForm",
+          "component": "Form",
+          "name": "headcountRequest",
+          "buttons": "hcButtons",
+          "fields": ["fcProject", "fcCount", "fcReason"]
+        },
+        {
+          "id": "fcProject",
+          "component": "FormControl",
+          "label": "Project",
+          "input": "hcProjectSelect"
+        },
+        {
+          "id": "hcProjectSelect",
+          "component": "Select",
+          "name": "project",
+          "placeholder": "Select a project",
+          "items": ["pAtlas", "pBeacon", "pCirrus", "pDelta", "pEmber"]
+        },
+        { "id": "pAtlas", "component": "SelectItem", "value": "atlas", "label": "Atlas CRM Migration" },
+        { "id": "pBeacon", "component": "SelectItem", "value": "beacon", "label": "Beacon Mobile App" },
+        { "id": "pCirrus", "component": "SelectItem", "value": "cirrus", "label": "Cirrus Data Platform" },
+        { "id": "pDelta", "component": "SelectItem", "value": "delta", "label": "Delta Payment Gateway" },
+        { "id": "pEmber", "component": "SelectItem", "value": "ember", "label": "Ember Design System" },
+        {
+          "id": "fcCount",
+          "component": "FormControl",
+          "label": "People needed",
+          "input": "hcCount",
+          "hint": "Number of additional FTEs requested"
+        },
+        {
+          "id": "hcCount",
+          "component": "Input",
+          "name": "count",
+          "type": "number",
+          "placeholder": "e.g. 2"
+        },
+        {
+          "id": "fcReason",
+          "component": "FormControl",
+          "label": "Justification",
+          "input": "hcReason"
+        },
+        {
+          "id": "hcReason",
+          "component": "TextArea",
+          "name": "reason",
+          "rows": 3,
+          "placeholder": "Why is the extra capacity needed, and for how long?"
+        },
+        {
+          "id": "hcButtons",
+          "component": "Buttons",
+          "buttons": ["hcSubmit"]
+        },
+        {
+          "id": "hcSubmit",
+          "component": "Button",
+          "label": "Submit request",
+          "variant": "primary"
+        },
+        {
+          "id": "archiveDialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive finished project",
+          "title": "Archive Falcon Analytics?",
+          "description": "Falcon Analytics is marked complete (delivered Jul 30). Archiving removes it from the active portfolio view and freezes its budget line. This action cannot be undone.",
+          "confirmLabel": "Archive project",
+          "cancelLabel": "Keep active",
+          "triggerVariant": "outline"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Key interactions on the screen:
+- **Quarter selector** (top right) switches the review to Q1–Q4.
+- **Export review** button triggers the PDF export of the full review.
+- **Request additional people** opens a dialog with a project picker, FTE count, and justification form.
+- **Archive finished project** asks for confirmation before archiving Falcon Analytics, the completed project.
+
+Want me to switch any view — e.g., show the portfolio for Q4, or drill into Delta's over-budget situation?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..01397bb8c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,321 @@
+Here's a complete PMO portfolio review screen covering all 13 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "PMO Portfolio Review"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header-row",
+            "health-summary",
+            "quarter-select",
+            "section-projects",
+            "section-milestones",
+            "section-budget",
+            "section-utilization",
+            "section-risks",
+            "section-deadlines",
+            "section-pace",
+            "section-blocked",
+            "actions-card"
+          ]
+        },
+        {
+          "id": "header-row",
+          "component": "CardHeader",
+          "title": "Project Portfolio Review — Q3 2024",
+          "subtitle": "Portfolio health, delivery pace, budget, and risk overview"
+        },
+        {
+          "id": "health-summary",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Portfolio Health: At Risk",
+          "description": "8 active projects — 5 on track, 2 at risk, 1 critical — with 3 overdue milestones, budget at 78% of allocation, and 6 blocked work items requiring immediate attention."
+        },
+        {
+          "id": "quarter-select",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["quarter-label", "quarter-picker"]
+        },
+        {
+          "id": "quarter-label",
+          "component": "Label",
+          "text": "View quarter:"
+        },
+        {
+          "id": "quarter-picker",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select quarter",
+          "value": "q3-2024",
+          "items": ["q2", "q3", "q4", "q1-25"]
+        },
+        {"id": "q2", "component": "SelectItem", "value": "q2-2024", "label": "Q2 2024"},
+        {"id": "q3", "component": "SelectItem", "value": "q3-2024", "label": "Q3 2024 (current)"},
+        {"id": "q4", "component": "SelectItem", "value": "q4-2024", "label": "Q4 2024"},
+        {"id": "q1-25", "component": "SelectItem", "value": "q1-2025", "label": "Q1 2025"},
+
+        {
+          "id": "section-projects",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["projects-heading", "projects-table"]
+        },
+        {"id": "projects-heading", "component": "Heading", "text": "Active Projects", "level": "h3"},
+        {
+          "id": "projects-table",
+          "component": "Table",
+          "columns": ["p-name", "p-owner", "p-deadline", "p-health"]
+        },
+        {"id": "p-name", "component": "Col", "label": "Project", "data": ["Atlas CRM Migration", "Beacon Mobile App", "Orion Data Platform", "Phoenix Website Redesign", "Titan API Gateway", "Nova Billing System", "Echo Analytics Dashboard", "Pulse Notification Service"]},
+        {"id": "p-owner", "component": "Col", "label": "Owner", "data": ["S. Rivera", "J. Chen", "M. Okafor", "A. Novak", "D. Kim", "L. Torres", "R. Patel", "K. Müller"]},
+        {"id": "p-deadline", "component": "Col", "label": "Deadline", "data": ["Oct 18, 2024", "Nov 02, 2024", "Oct 25, 2024", "Oct 11, 2024", "Dec 06, 2024", "Nov 15, 2024", "Oct 30, 2024", "Nov 08, 2024"]},
+        {"id": "p-health", "component": "Col", "label": "Health", "data": ["🟢 On Track", "🟡 At Risk", "🟢 On Track", "🔴 Critical", "🟢 On Track", "🟡 At Risk", "🟢 On Track", "🟢 On Track"]},
+
+        {
+          "id": "section-milestones",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["ms-heading", "ms-table"]
+        },
+        {"id": "ms-heading", "component": "Heading", "text": "Overdue Milestones", "level": "h3"},
+        {
+          "id": "ms-table",
+          "component": "Table",
+          "columns": ["m-name", "m-project", "m-due", "m-over"]
+        },
+        {"id": "m-name", "component": "Col", "label": "Milestone", "data": ["UAT Sign-off", "Schema Freeze", "Beta Launch"]},
+        {"id": "m-project", "component": "Col", "label": "Project", "data": ["Phoenix Website Redesign", "Orion Data Platform", "Beacon Mobile App"]},
+        {"id": "m-due", "component": "Col", "label": "Due Date", "data": ["Sep 27, 2024", "Oct 02, 2024", "Oct 05, 2024"]},
+        {"id": "m-over", "component": "Col", "label": "Days Overdue", "data": [12, 7, 4]},
+
+        {
+          "id": "section-budget",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["budget-heading", "budget-chart", "budget-atlas", "budget-beacon", "budget-orion", "budget-phoenix", "budget-titan", "budget-nova", "budget-echo", "budget-pulse"]
+        },
+        {"id": "budget-heading", "component": "Heading", "text": "Budget: Spent vs. Allocated", "level": "h3"},
+        {
+          "id": "budget-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Atlas", "Beacon", "Orion", "Phoenix", "Titan", "Nova", "Echo", "Pulse"],
+          "series": ["bs-spent", "bs-alloc"],
+          "variant": "grouped",
+          "yLabel": "USD (thousands)"
+        },
+        {"id": "bs-spent", "component": "Series", "category": "Spent", "values": [180, 95, 140, 88, 60, 72, 45, 38]},
+        {"id": "bs-alloc", "component": "Series", "category": "Allocated", "values": [220, 110, 160, 90, 100, 95, 60, 55]},
+        {"id": "budget-atlas", "component": "Progress", "label": "Atlas CRM — $180k / $220k (82%)", "value": 82},
+        {"id": "budget-beacon", "component": "Progress", "label": "Beacon Mobile — $95k / $110k (86%)", "value": 86},
+        {"id": "budget-orion", "component": "Progress", "label": "Orion Data — $140k / $160k (88%)", "value": 88},
+        {"id": "budget-phoenix", "component": "Progress", "label": "Phoenix Website — $88k / $90k (98%)", "value": 98},
+        {"id": "budget-titan", "component": "Progress", "label": "Titan API Gateway — $60k / $100k (60%)", "value": 60},
+        {"id": "budget-nova", "component": "Progress", "label": "Nova Billing — $72k / $95k (76%)", "value": 76},
+        {"id": "budget-echo", "component": "Progress", "label": "Echo Analytics — $45k / $60k (75%)", "value": 75},
+        {"id": "budget-pulse", "component": "Progress", "label": "Pulse Notifications — $38k / $55k (69%)", "value": 69},
+
+        {
+          "id": "section-utilization",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["util-heading", "util-chart", "util-team1", "util-team2"]
+        },
+        {"id": "util-heading", "component": "Heading", "text": "Team Utilization", "level": "h3"},
+        {
+          "id": "util-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Design", "QA", "DevOps", "Data Science"],
+          "values": [92, 78, 65, 88, 71],
+          "variant": "donut"
+        },
+        {"id": "util-team1", "component": "Series", "category": "Utilization %", "values": [92, 78, 65, 88, 71]},
+        {"id": "util-team2", "component": "TagBlock", "tags": ["Engineering 92% — over capacity", "Design 78%", "QA 65% — underutilized", "DevOps 88%", "Data Science 71%"]},
+
+        {
+          "id": "section-risks",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risk-heading", "risk-table"]
+        },
+        {"id": "risk-heading", "component": "Heading", "text": "Active Risks", "level": "h3"},
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["r-name", "r-project", "r-severity"]
+        },
+        {"id": "r-name", "component": "Col", "label": "Risk", "data": ["Vendor API deprecation may delay integration", "Key engineer on leave during UAT window", "Scope creep on redesign feature set", "Third-party payment provider compliance review pending", "Data migration volume exceeds test estimates"]},
+        {"id": "r-project", "component": "Col", "label": "Project", "data": ["Titan API Gateway", "Phoenix Website Redesign", "Phoenix Website Redesign", "Nova Billing System", "Atlas CRM Migration"]},
+        {"id": "r-severity", "component": "Col", "label": "Severity", "data": ["🟠 High", "🔴 Critical", "🟡 Medium", "🟠 High", "🟡 Medium"]},
+
+        {
+          "id": "section-deadlines",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dl-heading", "dl-table"]
+        },
+        {"id": "dl-heading", "component": "Heading", "text": "Deadlines — Next Two Weeks", "level": "h3"},
+        {
+          "id": "dl-table",
+          "component": "Table",
+          "columns": ["d-item", "d-project", "d-date", "d-owner"]
+        },
+        {"id": "d-item", "component": "Col", "label": "Deliverable", "data": ["Phoenix v2 launch", "Atlas cutover dry run", "Echo dashboard GA", "Orion schema re-freeze", "Pulse load test"]},
+        {"id": "d-project", "component": "Col", "label": "Project", "data": ["Phoenix Website Redesign", "Atlas CRM Migration", "Echo Analytics Dashboard", "Orion Data Platform", "Pulse Notification Service"]},
+        {"id": "d-date", "component": "Col", "label": "Date", "data": ["Oct 11", "Oct 14", "Oct 16", "Oct 17", "Oct 21"]},
+        {"id": "d-owner", "component": "Col", "label": "Owner", "data": ["A. Novak", "S. Rivera", "R. Patel", "M. Okafor", "K. Müller"]},
+
+        {
+          "id": "section-pace",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["pace-heading", "pace-chart", "pace-completed", "pace-committed"]
+        },
+        {"id": "pace-heading", "component": "Heading", "text": "Delivery Pace — Last 6 Sprints (Story Points)", "level": "h3"},
+        {
+          "id": "pace-chart",
+          "component": "LineChart",
+          "labels": ["Sprint 42", "Sprint 43", "Sprint 44", "Sprint 45", "Sprint 46", "Sprint 47"],
+          "series": ["pace-completed", "pace-committed"],
+          "variant": "linear",
+          "yLabel": "Story Points"
+        },
+        {"id": "pace-completed", "component": "Series", "category": "Completed", "values": [118, 124, 110, 132, 96, 121]},
+        {"id": "pace-committed", "component": "Series", "category": "Committed", "values": [120, 125, 125, 130, 130, 130]},
+
+        {
+          "id": "section-blocked",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["blk-heading", "blk-table"]
+        },
+        {"id": "blk-heading", "component": "Heading", "text": "Blocked Work Items", "level": "h3"},
+        {
+          "id": "blk-table",
+          "component": "Table",
+          "columns": ["b-item", "b-project", "b-reason", "b-days"]
+        },
+        {"id": "b-item", "component": "Col", "label": "Item", "data": ["CRM-482: Data mapping rules", "BILL-210: PSP sandbox access", "WEB-155: Final copy approval", "API-309: Rate limit config", "DATA-117: PII masking sign-off", "MOB-088: App store review assets"]},
+        {"id": "b-project", "component": "Col", "label": "Project", "data": ["Atlas CRM Migration", "Nova Billing System", "Phoenix Website Redesign", "Titan API Gateway", "Orion Data Platform", "Beacon Mobile App"]},
+        {"id": "b-reason", "component": "Col", "label": "Blocked By", "data": ["External vendor", "Compliance review", "Marketing stakeholder", "Security approval", "Legal sign-off", "Design assets pending"]},
+        {"id": "b-days", "component": "Col", "label": "Days Blocked", "data": [9, 12, 6, 4, 8, 3]},
+
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["actions-heading", "actions-row"]
+        },
+        {"id": "actions-heading", "component": "Heading", "text": "Actions", "level": "h3"},
+        {
+          "id": "actions-row",
+          "component": "Buttons",
+          "buttons": ["staff-dialog", "export-btn", "archive-dialog"]
+        },
+        {
+          "id": "staff-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Additional Headcount",
+          "title": "Request More People for a Project",
+          "description": "Submit a staffing request to the resource management team.",
+          "content": ["staff-project", "staff-count", "staff-justification", "staff-submit"],
+          "triggerVariant": "secondary"
+        },
+        {
+          "id": "staff-project",
+          "component": "Select",
+          "name": "staffProject",
+          "placeholder": "Select project",
+          "items": ["sp-atlas", "sp-beacon", "sp-orion", "sp-phoenix", "sp-titan", "sp-nova", "sp-echo", "sp-pulse"]
+        },
+        {"id": "sp-atlas", "component": "SelectItem", "value": "atlas", "label": "Atlas CRM Migration"},
+        {"id": "sp-beacon", "component": "SelectItem", "value": "beacon", "label": "Beacon Mobile App"},
+        {"id": "sp-orion", "component": "SelectItem", "value": "orion", "label": "Orion Data Platform"},
+        {"id": "sp-phoenix", "component": "SelectItem", "value": "phoenix", "label": "Phoenix Website Redesign"},
+        {"id": "sp-titan", "component": "SelectItem", "value": "titan", "label": "Titan API Gateway"},
+        {"id": "sp-nova", "component": "SelectItem", "value": "nova", "label": "Nova Billing System"},
+        {"id": "sp-echo", "component": "SelectItem", "value": "echo", "label": "Echo Analytics Dashboard"},
+        {"id": "sp-pulse", "component": "SelectItem", "value": "pulse", "label": "Pulse Notification Service"},
+        {"id": "staff-count", "component": "Input", "name": "headcount", "placeholder": "Number of people needed", "type": "number"},
+        {"id": "staff-justification", "component": "TextArea", "name": "justification", "placeholder": "Justification (skills needed, duration, impact on deadline)…", "rows": 4},
+        {"id": "staff-submit", "component": "Button", "label": "Submit Request", "variant": "primary", "action": [{"type": "submitStaffingRequest"}]},
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Review (PDF / XLSX)",
+          "variant": "primary",
+          "action": [{"type": "exportPortfolioReview", "quarter": "Q3 2024"}]
+        },
+        {
+          "id": "archive-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Finished Project",
+          "title": "Archive Project",
+          "description": "Archiving removes the project from the active portfolio. This applies to completed projects only (e.g., a project whose final milestone is signed off). This action cannot be undone.",
+          "confirmLabel": "Archive Project",
+          "cancelLabel": "Cancel",
+          "triggerVariant": "outline"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Active projects** — table with owner, deadline, and health status for all 8 projects
+2. **Overdue milestones** — table with days overdue per milestone
+3. **Budget** — grouped bar chart of spent vs. allocated plus per-project progress bars
+4. **Team utilization** — donut chart and capacity tags per discipline
+5. **Risks** — table with severity ratings (Critical/High/Medium)
+6. **Next-two-week deadlines** — dedicated deliverables table
+7. **Delivery pace** — line chart of completed vs. committed points over 6 sprints
+8. **Blocked items** — table with blocker reason and duration
+9. **Health summary** — one-line callout at the top
+10. **Quarter switching** — select dropdown for Q2 2024 → Q1 2025
+11. **Request people** — dialog with project picker, headcount, and justification form
+12. **Export** — export button for PDF/XLSX
+13. **Archive** — confirmation dialog to archive a finished project
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..b39713f09
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r1.txt
@@ -0,0 +1,138 @@
+Here's a complete power network operations console covering all 12 requirements — KPIs for load, capacity headroom, price and emissions up top; generation mix and 24h forecast charts; plant, outage and maintenance tables; live alerts; and region focus plus curtailment order controls at the bottom.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7C66",
+        "agentDisplayName": "GridOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-console",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "kpiRow", "rowA", "rowB", "rowC", "rowCtrl"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Power Network Operations Console", "subtitle": "Live grid status · last updated 13:42 UTC" },
+
+        { "id": "kpiRow", "component": "Card", "direction": "row", "gap": "m", "children": ["kLoad", "kCap", "kPrice", "kEmis"] },
+
+        { "id": "kLoad", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kLoadT1", "kLoadT2"] },
+        { "id": "kLoadT1", "component": "TextContent", "text": "Current Network Load", "size": "small" },
+        { "id": "kLoadT2", "component": "TextContent", "text": "18,420 MW", "size": "large-heavy" },
+
+        { "id": "kCap", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kCapT1", "kCapProg"] },
+        { "id": "kCapT1", "component": "TextContent", "text": "Proximity to Capacity", "size": "small" },
+        { "id": "kCapProg", "component": "Progress", "value": 82, "label": "82% of 22,500 MW — 4,080 MW headroom" },
+
+        { "id": "kPrice", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kPriceT1", "kPriceT2"] },
+        { "id": "kPriceT1", "component": "TextContent", "text": "Wholesale Price", "size": "small" },
+        { "id": "kPriceT2", "component": "TextContent", "text": "$64.30 / MWh", "size": "large-heavy" },
+
+        { "id": "kEmis", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kEmisT1", "kEmisT2", "kEmisT3"] },
+        { "id": "kEmisT1", "component": "TextContent", "text": "Emissions Today", "size": "small" },
+        { "id": "kEmisT2", "component": "TextContent", "text": "212,400 t CO₂", "size": "large-heavy" },
+        { "id": "kEmisT3", "component": "TextContent", "text": "Grid intensity 0.41 t/MWh", "size": "small" },
+
+        { "id": "rowA", "component": "Card", "direction": "row", "gap": "m", "children": ["genCard", "fcCard"] },
+
+        { "id": "genCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["genHdr", "genPie"] },
+        { "id": "genHdr", "component": "CardHeader", "title": "Generation Mix by Source", "subtitle": "Current output share" },
+        { "id": "genPie", "component": "PieChart", "variant": "donut", "labels": ["Gas", "Nuclear", "Coal", "Wind", "Solar", "Hydro"], "values": [6200, 3200, 4100, 2600, 1450, 870] },
+
+        { "id": "fcCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["fcHdr", "fcLine"] },
+        { "id": "fcHdr", "component": "CardHeader", "title": "Demand Forecast — Next 24 Hours", "subtitle": "Expected peak 21,100 MW at 19:00" },
+        { "id": "fcLine", "component": "LineChart", "variant": "natural", "xLabel": "Hour (UTC)", "yLabel": "MW", "labels": ["14:00", "16:00", "18:00", "20:00", "22:00", "00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00"], "series": ["fcSeries"] },
+        { "id": "fcSeries", "component": "Series", "category": "Forecast demand (MW)", "values": [18600, 19800, 21100, 20400, 18200, 16100, 14800, 14300, 15200, 17400, 18900, 19200] },
+
+        { "id": "rowB", "component": "Card", "direction": "row", "gap": "m", "children": ["plantsCard", "outCard"] },
+
+        { "id": "plantsCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["plantsHdr", "plantsTable"] },
+        { "id": "plantsHdr", "component": "CardHeader", "title": "Plant Output & Status" },
+        { "id": "plantsTable", "component": "Table", "columns": ["cPlant", "cOut", "cStat"] },
+        { "id": "cPlant", "component": "Col", "label": "Plant", "data": ["Riverside CCGT", "Harbor Nuclear", "Northfield Coal", "Westwind Farm", "Solara PV", "Pine Hydro"] },
+        { "id": "cOut", "component": "Col", "label": "Output (MW)", "type": "number", "data": [2400, 3200, 1800, 1450, 980, 760] },
+        { "id": "cStat", "component": "Col", "label": "Status", "data": ["Online", "Online", "Online", "Online", "Derated", "Online"] },
+
+        { "id": "outCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["outHdr", "outTable"] },
+        { "id": "outHdr", "component": "CardHeader", "title": "Active Outages" },
+        { "id": "outTable", "component": "Table", "columns": ["oAsset", "oRegion", "oEta"] },
+        { "id": "oAsset", "component": "Col", "label": "Asset", "data": ["Feeder F-114", "Transformer T-7", "Line L-230"] },
+        { "id": "oRegion", "component": "Col", "label": "Affected Region", "data": ["North", "East", "Central"] },
+        { "id": "oEta", "component": "Col", "label": "Est. Restore", "data": ["14:30 today", "16:00 today", "Tomorrow 09:00"] },
+
+        { "id": "rowC", "component": "Card", "direction": "row", "gap": "m", "children": ["maintCard", "alertCard"] },
+
+        { "id": "maintCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["maintHdr", "maintTable"] },
+        { "id": "maintHdr", "component": "CardHeader", "title": "Planned Maintenance — This Month" },
+        { "id": "maintTable", "component": "Table", "columns": ["mAsset", "mWindow", "mScope"] },
+        { "id": "mAsset", "component": "Col", "label": "Asset", "data": ["Northfield Coal Unit 2", "Pine Hydro penstock", "Substation Elm"] },
+        { "id": "mWindow", "component": "Col", "label": "Window", "data": ["Mar 4–8", "Mar 12", "Mar 18–20"] },
+        { "id": "mScope", "component": "Col", "label": "Scope", "data": ["Turbine overhaul", "Inspection", "Breaker replacement"] },
+
+        { "id": "alertCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["alertHdr", "a1", "a2", "a3"] },
+        { "id": "alertHdr", "component": "CardHeader", "title": "Live Alerts", "subtitle": "Streaming as they arrive" },
+        { "id": "a1", "component": "Alert", "variant": "destructive", "title": "Feeder F-114 fault — 13:21 UTC", "description": "North region: 4,200 customers affected. Crew dispatched." },
+        { "id": "a2", "component": "Alert", "variant": "warning", "title": "Reserve margin tightening — 13:38 UTC", "description": "Spinning reserve at 12%, below the 15% threshold." },
+        { "id": "a3", "component": "Alert", "variant": "info", "title": "Wind ramp expected — 13:40 UTC", "description": "Wind output forecast to rise ~600 MW by 16:00 UTC." },
+
+        { "id": "rowCtrl", "component": "Card", "direction": "row", "gap": "m", "children": ["regionCard", "curtCard"] },
+
+        { "id": "regionCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["regionHdr", "regionFc"] },
+        { "id": "regionHdr", "component": "CardHeader", "title": "Focus on a Region", "subtitle": "Filter all console views by region" },
+        { "id": "regionFc", "component": "FormControl", "label": "Region", "input": "regionSel", "hint": "Applies to plants, outages, alerts and forecast" },
+        { "id": "regionSel", "component": "Select", "name": "focusRegion", "placeholder": "Select region", "items": ["rAll", "rN", "rS", "rE", "rW", "rC"] },
+        { "id": "rAll", "component": "SelectItem", "value": "all", "label": "All regions" },
+        { "id": "rN", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "rS", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "rE", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "rW", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "rC", "component": "SelectItem", "value": "central", "label": "Central" },
+
+        { "id": "curtCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["curtHdr", "curtForm"] },
+        { "id": "curtHdr", "component": "CardHeader", "title": "Order Curtailment", "subtitle": "Issue a load-shedding instruction" },
+        { "id": "curtForm", "component": "Form", "name": "curtailmentOrder", "fields": ["cfRegion", "cfAmount", "cfPriority"], "buttons": "curtBtns" },
+        { "id": "cfRegion", "component": "FormControl", "label": "Region", "input": "curtRegionSel" },
+        { "id": "curtRegionSel", "component": "Select", "name": "curtRegion", "placeholder": "Select region", "items": ["crN", "crS", "crE", "crW", "crC"] },
+        { "id": "crN", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "crS", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "crE", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "crW", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "crC", "component": "SelectItem", "value": "central", "label": "Central" },
+        { "id": "cfAmount", "component": "FormControl", "label": "Curtailment amount (MW)", "input": "curtAmount" },
+        { "id": "curtAmount", "component": "Input", "name": "amountMw", "type": "number", "placeholder": "e.g. 250" },
+        { "id": "cfPriority", "component": "FormControl", "label": "Priority", "input": "curtPriority" },
+        { "id": "curtPriority", "component": "Select", "name": "priority", "placeholder": "Select priority", "items": ["cpStd", "cpEmg"] },
+        { "id": "cpStd", "component": "SelectItem", "value": "standard", "label": "Standard" },
+        { "id": "cpEmg", "component": "SelectItem", "value": "emergency", "label": "Emergency" },
+        { "id": "curtBtns", "component": "Buttons", "buttons": ["curtSubmit", "curtCancel"] },
+        { "id": "curtSubmit", "component": "Button", "label": "Issue Curtailment Order", "variant": "primary" },
+        { "id": "curtCancel", "component": "Button", "label": "Cancel", "variant": "tertiary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**Requirement coverage:**
+1. **Current load** — KPI card: 18,420 MW
+2. **Capacity proximity** — progress bar: 82% of 22,500 MW with headroom
+3. **Generation split** — donut chart across Gas/Nuclear/Coal/Wind/Solar/Hydro
+4. **Plants** — table with output (MW) and status per plant
+5. **Outages** — table with affected region and restore ETA
+6. **24h demand forecast** — line chart with 21,100 MW peak at 19:00
+7. **Price** — KPI card: $64.30/MWh
+8. **Maintenance** — this month's schedule table
+9. **Live alerts** — streaming alert feed (fault, reserve warning, wind ramp)
+10. **Region focus** — region selector to filter the console
+11. **Curtailment** — order form (region, MW, priority) with submit action
+12. **Emissions** — KPI card: 212,400 t CO₂ today with grid intensity
+
+Want me to wire the region selector to actually filter the tables, or add a real-time alert stream simulation?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..77f477c6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r2.txt
@@ -0,0 +1,96 @@
+Here's a full power network operations console covering all 12 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"grid-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C3A","agentDisplayName":"GridOps Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"grid-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","alertLive","row1","row2","row3","row4","row5"]},
+{"id":"hdr","component":"CardHeader","title":"Power Network Operations Console","subtitle":"Live grid status — updated 14:32 UTC"},
+{"id":"alertLive","component":"Callout","variant":"warning","title":"LIVE ALERT — 14:31 UTC","description":"Frequency deviation on North feeder N-7 (49.7 Hz). Auto-rebalance engaged. Crews notified."},
+{"id":"row1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cLoad","cCap","cPrice","cEmiss"]},
+{"id":"cLoad","component":"Card","variant":"card","direction":"column","gap":"s","children":["cLoadH","cLoadV","cLoadP"],"weight":1},
+{"id":"cLoadH","component":"CardHeader","title":"1. Current Network Load"},
+{"id":"cLoadV","component":"TextContent","text":"**38,420 MW** across all regions","size":"large-heavy"},
+{"id":"cLoadP","component":"Progress","value":76,"label":"Load vs. typical peak"},
+{"id":"cCap","component":"Card","variant":"card","direction":"column","gap":"s","children":["cCapH","cCapV","cCapP"],"weight":1},
+{"id":"cCapH","component":"CardHeader","title":"2. Capacity Headroom"},
+{"id":"cCapV","component":"TextContent","text":"**76% of 50,500 MW** capacity — 12,080 MW headroom","size":"large-heavy"},
+{"id":"cCapP","component":"Progress","value":76,"label":"Network utilization"},
+{"id":"cPrice","component":"Card","variant":"card","direction":"column","gap":"s","children":["cPriceH","cPriceV","cPriceT"],"weight":1},
+{"id":"cPriceH","component":"CardHeader","title":"7. Current Price"},
+{"id":"cPriceV","component":"TextContent","text":"**$64.20 / MWh**","size":"large-heavy"},
+{"id":"cPriceT","component":"Tag","text":"▲ 8% vs. yesterday","variant":"warning"},
+{"id":"cEmiss","component":"Card","variant":"card","direction":"column","gap":"s","children":["cEmissH","cEmissV","cEmissT"],"weight":1},
+{"id":"cEmissH","component":"CardHeader","title":"12. Emissions Today"},
+{"id":"cEmissV","component":"TextContent","text":"**412 t CO₂e** so far","size":"large-heavy"},
+{"id":"cEmissT","component":"Tag","text":"▼ 5% vs. 7-day avg","variant":"success"},
+{"id":"row2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cGen","cFcst"]},
+{"id":"cGen","component":"Card","variant":"card","direction":"column","gap":"s","children":["cGenH","genPie"],"weight":1},
+{"id":"cGenH","component":"CardHeader","title":"3. Generation Split by Source"},
+{"id":"genPie","component":"PieChart","labels":["Gas","Nuclear","Wind","Solar","Hydro","Coal"],"values":[14200,9800,7600,3900,2100,820],"variant":"donut"},
+{"id":"cFcst","component":"Card","variant":"card","direction":"column","gap":"s","children":["cFcstH","fcstChart"],"weight":1},
+{"id":"cFcstH","component":"CardHeader","title":"6. Demand Forecast — Next 24h"},
+{"id":"fcstChart","component":"LineChart","labels":["15:00","18:00","21:00","00:00","03:00","06:00","09:00","12:00","15:00"],"series":["fcstS1"],"variant":"natural","yLabel":"MW"},
+{"id":"fcstS1","component":"Series","category":"Forecast demand","values":[39200,44100,40500,33200,29800,31400,38900,42600,40100]},
+{"id":"row3","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cPlants","cOutages"]},
+{"id":"cPlants","component":"Card","variant":"card","direction":"column","gap":"s","children":["cPlantsH","plantTable"],"weight":1},
+{"id":"cPlantsH","component":"CardHeader","title":"4. Plants — Output & Status"},
+{"id":"plantTable","component":"Table","columns":["ptName","ptType","ptOut","ptStatus"]},
+{"id":"ptName","component":"Col","label":"Plant","data":["Riverside CCGT","Corepoint Nuclear","Highmoor Wind Farm","Solara PV Park","Lakeline Hydro","Ashfield Coal"],"type":"string"},
+{"id":"ptType","component":"Col","label":"Type","data":["Gas","Nuclear","Wind","Solar","Hydro","Coal"],"type":"string"},
+{"id":"ptOut","component":"Col","label":"Output (MW)","data":[3200,4900,1800,950,1100,0],"type":"number"},
+{"id":"ptStatus","component":"Col","label":"Status","data":["Online","Online","Online","Online","Online","Standby"],"type":"string"},
+{"id":"cOutages","component":"Card","variant":"card","direction":"column","gap":"s","children":["cOutH","outTable"],"weight":1},
+{"id":"cOutH","component":"CardHeader","title":"5. Active Outages by Region"},
+{"id":"outTable","component":"Table","columns":["otId","otRegion","otCause","otCust","otEta"]},
+{"id":"otId","component":"Col","label":"Outage","data":["OUT-2291","OUT-2294","OUT-2297"],"type":"string"},
+{"id":"otRegion","component":"Col","label":"Region","data":["North — Sector 7","East — Harbor District","West — Pinelands"],"type":"string"},
+{"id":"otCause","component":"Col","label":"Cause","data":["Feeder fault","Transformer failure","Vegetation contact"],"type":"string"},
+{"id":"otCust","component":"Col","label":"Customers","data":[4200,11500,860],"type":"number"},
+{"id":"otEta","component":"Col","label":"Est. Restore","data":["16:00","18:30","15:15"],"type":"string"},
+{"id":"row4","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cMaint","cAlerts"]},
+{"id":"cMaint","component":"Card","variant":"card","direction":"column","gap":"s","children":["cMaintH","maintTable"],"weight":1},
+{"id":"cMaintH","component":"CardHeader","title":"8. Planned Maintenance — This Month"},
+{"id":"maintTable","component":"Table","columns":["mtDate","mtAsset","mtRegion","mtImpact"]},
+{"id":"mtDate","component":"Col","label":"Date","data":["Jun 05","Jun 11","Jun 18","Jun 24"],"type":"string"},
+{"id":"mtAsset","component":"Col","label":"Asset","data":["Ashfield Coal — boiler inspection","N-7 feeder relay upgrade","Solara inverter servicing","Corepoint turbine valve test"],"type":"string"},
+{"id":"mtRegion","component":"Col","label":"Region","data":["West","North","South","Central"],"type":"string"},
+{"id":"mtImpact","component":"Col","label":"Impact","data":["Unit offline (−820 MW)","Brief switching, no outage","−15% solar for 4h","No output impact"],"type":"string"},
+{"id":"cAlerts","component":"Card","variant":"card","direction":"column","gap":"s","children":["cAlertsH","alertList"],"weight":1},
+{"id":"cAlertsH","component":"CardHeader","title":"9. Live Alert Feed"},
+{"id":"alertList","component":"ListBlock","variant":"number","items":["al1","al2","al3","al4"]},
+{"id":"al1","component":"ListItem","title":"14:31 — Frequency deviation, North feeder N-7","subtitle":"Severity: High — auto-rebalance engaged"},
+{"id":"al2","component":"ListItem","title":"14:12 — Transformer failure, East Harbor District","subtitle":"Severity: Critical — 11,500 customers affected"},
+{"id":"al3","component":"ListItem","title":"13:48 — Wind output ramping down (−600 MW/hr)","subtitle":"Severity: Info — forecast-driven"},
+{"id":"al4","component":"ListItem","title":"13:05 — Reserve margin below 15% threshold","subtitle":"Severity: Medium — standby unit notified"},
+{"id":"row5","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cRegion","cCurtail"]},
+{"id":"cRegion","component":"Card","variant":"card","direction":"column","gap":"s","children":["cRegionH","regionSel","rNorth","rEast","rSouth","rWest","rCentral"],"weight":1},
+{"id":"cRegionH","component":"CardHeader","title":"10. Focus on a Region"},
+{"id":"regionSel","component":"Select","name":"regionFocus","placeholder":"Select region to filter console…","items":["rNorth","rEast","rSouth","rWest","rCentral"]},
+{"id":"rNorth","component":"SelectItem","value":"north","label":"North"},
+{"id":"rEast","component":"SelectItem","value":"east","label":"East"},
+{"id":"rSouth","component":"SelectItem","value":"south","label":"South"},
+{"id":"rWest","component":"SelectItem","value":"west","label":"West"},
+{"id":"rCentral","component":"SelectItem","value":"central","label":"Central"},
+{"id":"cCurtail","component":"Card","variant":"card","direction":"column","gap":"s","children":["cCurtH","curtForm","cfRegion","cfRegionInput","cfRNorth","cfREast","cfRSouth","cfRWest","cfRCentral","cfMW","cfMWInput","cfDur","cfDurInput","curtButtons","curtSubmit"],"weight":1},
+{"id":"cCurtH","component":"CardHeader","title":"11. Order Load Curtailment"},
+{"id":"curtForm","component":"Form","name":"curtailmentOrder","fields":["cfRegion","cfMW","cfDur"],"buttons":"curtButtons"},
+{"id":"cfRegion","component":"FormControl","label":"Region","input":"cfRegionInput"},
+{"id":"cfRegionInput","component":"Select","name":"curtailRegion","placeholder":"Target region…","items":["cfRNorth","cfREast","cfRSouth","cfRWest","cfRCentral"],"rules":["required"]},
+{"id":"cfRNorth","component":"SelectItem","value":"north","label":"North"},
+{"id":"cfREast","component":"SelectItem","value":"east","label":"East"},
+{"id":"cfRSouth","component":"SelectItem","value":"south","label":"South"},
+{"id":"cfRWest","component":"SelectItem","value":"west","label":"West"},
+{"id":"cfRCentral","component":"SelectItem","value":"central","label":"Central"},
+{"id":"cfMW","component":"FormControl","label":"Curtailment amount (MW)","input":"cfMWInput"},
+{"id":"cfMWInput","component":"Input","name":"curtailMW","type":"number","placeholder":"e.g. 500","rules":["required"]},
+{"id":"cfDur","component":"FormControl","label":"Duration (minutes)","input":"cfDurInput"},
+{"id":"cfDurInput","component":"Input","name":"curtailDuration","type":"number","placeholder":"e.g. 60","rules":["required"]},
+{"id":"curtButtons","component":"Buttons","buttons":["curtSubmit"]},
+{"id":"curtSubmit","component":"Button","label":"Issue Curtailment Order","variant":"primary","type":"destructive"}
+]}}
+</a2ui-json>
+
+The console covers all 12 items: live load (38,420 MW), capacity headroom (76% utilized), a donut of generation by source, a plant table with output/status, outages with affected regions and restoration ETAs, a 24-hour demand forecast line, current price ($64.20/MWh), this month's maintenance schedule, a live alert feed, a region-focus selector, a curtailment order form (region, MW, duration), and today's emissions (412 t CO₂e).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..f4b5a874a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r3.txt
@@ -0,0 +1,131 @@
+Here's a full **Grid Operations Console** on one surface. All 12 required items are covered — KPIs up top (load, capacity, price, emissions), charts in the middle (generation mix, 24h forecast), then plants, outages, maintenance, alerts, and the region focus + curtailment controls.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-ops-console",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-ops-console",
+      "components": [
+        {"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["headerRow", "kpiRow", "midRow", "plantsCard", "bottomRow", "alertsCard", "curtailCard"]},
+
+        {"id": "headerRow", "component": "Card", "variant": "card", "direction": "row", "justify": "between", "align": "center", "children": ["titleText", "regionLabel", "regionSelect"]},
+        {"id": "titleText", "component": "TextContent", "text": "⚡ Grid Operations Console — Live Network", "size": "large-heavy"},
+        {"id": "regionLabel", "component": "Label", "text": "Focus Region:"},
+        {"id": "regionSelect", "component": "Select", "name": "focusRegion", "placeholder": "All Regions", "value": "all", "items": ["rsAll", "rsNorth", "rsSouth", "rsEast", "rsWest", "rsCentral"], "size": "small"},
+        {"id": "rsAll", "component": "SelectItem", "value": "all", "label": "All Regions"},
+        {"id": "rsNorth", "component": "SelectItem", "value": "north", "label": "North"},
+        {"id": "rsSouth", "component": "SelectItem", "value": "south", "label": "South"},
+        {"id": "rsEast", "component": "SelectItem", "value": "east", "label": "East"},
+        {"id": "rsWest", "component": "SelectItem", "value": "west", "label": "West"},
+        {"id": "rsCentral", "component": "SelectItem", "value": "central", "label": "Central"},
+
+        {"id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["loadCard", "capacityCard", "priceCard", "emissionsCard"]},
+
+        {"id": "loadCard", "component": "Card", "variant": "card", "weight": 1, "children": ["loadHeader", "loadValue", "loadNote"]},
+        {"id": "loadHeader", "component": "CardHeader", "title": ("① Current Network Load")},
+        {"id": "loadValue", "component": "TextContent", "text": "**6,842 MW**", "size": "large-heavy"},
+        {"id": "loadNote", "component": "TextContent", "text": "Total draw on the network right now", "size": "small"},
+
+        {"id": "capacityCard", "component": "Card", "variant": "card", "weight": 1, "children": ["capacityHeader", "capacityProgress", "capacityNote"]},
+        {"id": "capacityHeader", "component": "CardHeader", "title": "② Headroom to Capacity"},
+        {"id": "capacityProgress", "component": "Progress", "value": 78, "label": "78% of 8,775 MW"},
+        {"id": "capacityNote", "component": "TextContent", "text": "Operating reserve: 1,933 MW", "size": "small"},
+
+        {"id": "priceCard", "component": "Card", "variant": "card", "weight": 1, "children": ["priceHeader", "priceValue", "priceNote"]},
+        {"id": "priceHeader", "component": "CardHeader", "title": "⑦ Spot Price"},
+        {"id": "priceValue", "component": "TextContent", "text": "**$74.20**", "size": "large-heavy"},
+        {"id": "priceNote", "component": "TextContent", "text": "per MWh · real-time market", "size": "small"},
+
+        {"id": "emissionsCard", "component": "Card", "variant": "card", "weight": 1, "children": ["emissionsHeader", "emissionsValue", "emissionsNote"]},
+        {"id": "emissionsHeader", "component": "CardHeader", "title": "⑫ Emissions Today"},
+        {"id": "emissionsValue", "component": "TextContent", "text": "**412 t CO₂e**", "size": "large-heavy"},
+        {"id": "emissionsNote", "component": "TextContent", "text": "Cumulative since 00:00", "size": "small"},
+
+        {"id": "midRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["genSplitCard", "forecastCard"]},
+
+        {"id": "genSplitCard", "component": "Card", "variant": "card", "weight": 1, "children": ["genSplitHeader", "genPie"]},
+        {"id": "genSplitHeader", "component": "CardHeader", "title": "③ Generation Split by Source"},
+        {"id": "genPie", "component": "PieChart", "variant": "donut", "labels": ["Gas", "Coal", "Nuclear", "Wind", "Solar", "Hydro"], "values": [2200, 1750, 1600, 760, 340, 192]},
+
+        {"id": "forecastCard", "component": "Card", "variant": "card", "weight": 2, "children": ["forecastHeader", "forecastLine", "forecastSeries"]},
+        {"id": "forecastHeader", "component": "CardHeader", "title": "⑥ Demand Forecast — Next 24 Hours"},
+        {"id": "forecastLine", "component": "LineChart", "variant": "natural", "labels": ["00","01","02","03","04","05","06","07","08","09","10","11","12","13","14","15","16","17","18","19","20","21","22","23"], "series": ["forecastSeries"], "xLabel": "Hour", "yLabel": "MW"},
+        {"id": "forecastSeries", "component": "Series", "category": "Forecast demand", "values": [5200, 4980, 4810, 4700, 4650, 4720, 5350, 6100, 6900, 7450, 7800, 7980, 8100, 7950, 7820, 7700, 7850, 8300, 8680, 8560, 7800, 6900, 6100, 5600]},
+
+        {"id": "plantsCard", "component": "Card", "variant": "card", "children": ["plantsHeader", "plantsTable"]},
+        {"id": "plantsHeader", "component": "CardHeader", "title": "④ Plants — Output & Status"},
+        {"id": "plantsTable", "component": "Table", "columns": ["colPlant", "colType", "colOutput", "colStatus"]},
+        {"id": "colPlant", "component": "Col", "label": "Plant", "type": "string", "data": ["Atom One", "Riverside", "Coalbrook", "Windhaven", "Solarfield", "Hydrodam"]},
+        {"id": "colType", "component": "Col", "label": "Type", "type": "string", "data": ["Nuclear", "Gas", "Coal", "Wind", "Solar", "Hydro"]},
+        {"id": "colOutput", "component": "Col", "label": "Output (MW)", "type": "number", "data": [1600, 1180, 940, 610, 340, 192]},
+        {"id": "colStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Online", "Online", "Derated", "Online", "Online", "Maintenance"]},
+
+        {"id": "bottomRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["outagesCard", "maintCard"]},
+
+        {"id": "outagesCard", "component": "Card", "variant": "card", "weight": 1, "children": ["outagesHeader", "outagesTable"]},
+        {"id": "outagesHeader", "component": "CardHeader", "title": "⑤ Active Outages by Region"},
+        {"id": "outagesTable", "component": "Table", "columns": ["oColRegion", "oColCause", "oColCustomers", "oColEta"]},
+        {"id": "oColRegion", "component": "Col", "label": "Region", "type": "string", "data": ["North", "East", "South"]},
+        {"id": "oColCause", "component": "Col", "label": "Cause", "type": "string", "data": ["Storm damage", "Line trip", "Transformer fault"]},
+        {"id": "oColCustomers", "component": "Col", "label": "Customers Affected", "type": "number", "data": [12400, 3100, 8750]},
+        {"id": "oColEta", "component": "Col", "label": "Restoration ETA", "type": "string", "data": ["~2 h", "45 min", "~4 h"]},
+
+        {"id": "maintCard", "component": "Card", "variant": "card", "weight": 1, "children": ["maintHeader", "maintList"]},
+        {"id": "maintHeader", "component": "CardHeader", "title": "⑧ Maintenance Planned This Month"},
+        {"id": "maintList", "component": "ListBlock", "variant": "number", "items": ["maintItem1", "maintItem2", "maintItem3", "maintItem4"]},
+        {"id": "maintItem1", "component": "ListItem", "title": "Hydrodam — penstock inspection", "subtitle": "Jun 4 · 08:00–16:00 · Hydro offline"},
+        {"id": "maintItem2", "component": "ListItem", "title": "Coalbrook — boiler tube replacement", "subtitle": "Jun 11 → Jun 18 · Derated operation"},
+        {"id": "maintItem3", "component": "ListItem", "title": "Atom One — refuelling prep", "subtitle": "Jun 20 · Reactor reduced to 60%"},
+        {"id": "maintItem4", "component": "ListItem", "title": "Riverbend 220 kV line — tower maintenance", "subtitle": "Jun 25 · Temporary reroute via East corridor"},
+
+        {"id": "alertsCard", "component": "Card", "variant": "card", "children": ["alertsHeader", "alertCrit", "alertWarn", "alertInfo"]},
+        {"id": "alertsHeader", "component": "CardHeader", "title": "⑨ Live Alerts (as they arrive)"},
+        {"id": "alertCrit", "component": "Alert", "variant": "destructive", "title": "Line trip — 220 kV Riverbend–Elm", "description": "12:41 UTC · East region · auto-reclose failed, crew dispatched."},
+        {"id": "alertWarn", "component": "Alert", "variant": "warning", "title": "Frequency dip on North interconnect", "description": "49.7 Hz at 12:38 UTC · monitoring tie-line flow."},
+        {"id": "alertInfo", "component": "Alert", "variant": "info", "title": "Wind ramp expected 18:00–20:00", "description": "West region forecast +380 MW ramp-up."},
+
+        {"id": "curtailCard", "component": "Card", "variant": "card", "children": ["curtailHeader", "curtailForm"]},
+        {"id": "curtailHeader", "component": "CardHeader", "title": "⑪ Order Curtailment"},
+        {"id": "curtailForm", "component": "Form", "name": "curtailmentOrder", "fields": ["fcRegion", "fcAmount", "fcReason"], "buttons": "curtailButtons"},
+        {"id": "fcRegion", "component": "FormControl", "label": "Region to curtail", "input": "curRegionSelect"},
+        {"id": "fcAmount", "component": "FormControl", "label": "Curtailment amount (MW)", "input": "curtailSlider", "hint": "Shed non-essential load in 50 MW steps"},
+        {"id": "fcReason", "component": "FormControl", "label": "Reason / note", "input": "curtailReason"},
+        {"id": "curtailButtons", "component": "Buttons", "direction": "row", "buttons": ["curtailSubmit"]},
+        {"id": "curRegionSelect", "component": "Select", "name": "curtailRegion", "placeholder": "Select region", "items": ["fsNorth", "fsSouth", "fsEast", "fsWest", "fsCentral"]},
+        {"id": "curtailSlider", "component": "Slider", "name": "curtailAmount", "variant": "discrete", "min": 0, "max": 1000, "step": 50, "defaultValue": [200], "label": "MW to shed"},
+        {"id": "curtailReason", "component": "Input", "name": "curtailReasonText", "placeholder": "e.g. Loss of North tie-line", "type": "text"},
+        {"id": "curtailSubmit", "component": "Button", "label": "Issue Curtailment Order", "variant": "primary", "type": "destructive", "action": ["issue_curtailment_order"]},
+        {"id": "fsNorth", "component": "SelectItem", "value": "north", "label": "North"},
+        {"id": "fsSouth", "component": "SelectItem", "value": "south", "label": "South"},
+        {"id": "fsEast", "component": "SelectItem", "value": "east", "label": "East"},
+        {"id": "fsWest", "component": "SelectItem", "value": "west", "label": "West"},
+        {"id": "fsCentral", "component": "SelectItem", "value": "central", "label": "Central"}
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**Coverage map:**
+- **① Load** → "Current Network Load" KPI (6,842 MW)
+- **② Capacity headroom** → Progress bar at 78% of 8,775 MW
+- **③ Generation split** → Donut pie by source
+- **④ Plants** → Table: name, type, output (MW), status
+- **⑤ Outages** → Table with region, cause, affected customers, ETA
+- **⑥ Demand forecast** → 24-hour line chart
+- **⑦ Price** → $74.20/MWh KPI
+- **⑧ Maintenance** → Numbered list of this month's planned work
+- **⑨ Live alerts** → Stacked alert banners by severity
+- **⑩ Region focus** → Select dropdown in the header (North / South / East / West / Central / All)
+- **⑪ Curtailment** → Order form: region, MW slider (50-step), reason, destructive "Issue Order" button
+- **⑫ Emissions** → "Emissions Today" KPI (412 t CO₂e)
+
+Want me to wire the region selector to actually filter the plants/outages tables, or add substation-level drill-downs?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..f9cc0a6e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-power__r4.txt
@@ -0,0 +1,89 @@
+Here's a power network operator console covering all 12 requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"grid-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#F59E0B","agentDisplayName":"GridOps Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"grid-console","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","alert-live","row-top","row-mid","row-bottom","row-ops"]},
+{"id":"header","component":"CardHeader","title":"⚡ National Grid Operations Console","subtitle":"Live network status — updated 14:32 UTC"},
+
+{"id":"alert-live","component":"Callout","variant":"warning","title":"LIVE ALERT: Frequency deviation detected","description":"Grid frequency at 49.82 Hz in North region — spinning reserve activated. 2 min ago."},
+
+{"id":"row-top","component":"Card","direction":"row","gap":"m","variant":"clear","children":["card-load","card-capacity","card-price","card-emissions"]},
+{"id":"card-load","component":"Card","children":["load-head","load-val","load-spark"],"weight":1},
+{"id":"load-head","component":"TextContent","text":"**1. Current Network Load**","size":"small-heavy"},
+{"id":"load-val","component":"TextContent","text":"# 38.4 GW","size":"large-heavy"},
+{"id":"load-spark","component":"TextContent","text":"▲ +2.1% vs. 1h ago","size":"small"},
+{"id":"card-capacity","component":"Card","children":["cap-head","cap-val","cap-bar"],"weight":1},
+{"id":"cap-head","component":"TextContent","text":"**2. Capacity Utilisation**","size":"small-heavy"},
+{"id":"cap-val","component":"TextContent","text":"# 82% of 46.8 GW","size":"large-heavy"},
+{"id":"cap-bar","component":"Progress","value":82,"label":"Headroom: 8.4 GW"},
+{"id":"card-price","component":"Card","children":["price-head","price-val","price-sub"],"weight":1},
+{"id":"price-head","component":"TextContent","text":"**7. Spot Price / MWh**","size":"small-heavy"},
+{"id":"price-val","component":"TextContent","text":"# £74.20","size":"large-heavy"},
+{"id":"price-sub","component":"TextContent","text":"▼ -£3.10 vs. day-ahead","size":"small"},
+{"id":"card-emissions","component":"Card","children":["em-head","em-val","em-sub"],"weight":1},
+{"id":"em-head","component":"TextContent","text":"**12. Emissions Today**","size":"small-heavy"},
+{"id":"em-val","component":"TextContent","text":"# 182 gCO₂/kWh","size":"large-heavy"},
+{"id":"em-sub","component":"TextContent","text":"Total: 96,400 tCO₂ so far","size":"small"},
+
+{"id":"row-mid","component":"Card","direction":"row","gap":"m","variant":"clear","children":["card-gen","card-forecast"]},
+{"id":"card-gen","component":"Card","children":["gen-head","gen-chart"],"weight":1},
+{"id":"gen-head","component":"TextContent","text":"**3. Generation Split by Source**","size":"small-heavy"},
+{"id":"gen-chart","component":"PieChart","labels":["Gas","Wind","Nuclear","Solar","Imports","Hydro","Biomass"],"values":[34,28,18,9,6,3,2],"variant":"donut"},
+{"id":"card-forecast","component":"Card","children":["fc-head","fc-chart","fc-s1","fc-s2"],"weight":2},
+{"id":"fc-head","component":"TextContent","text":"**6. Demand Forecast — Next 24h**","size":"small-heavy"},
+{"id":"fc-chart","component":"LineChart","labels":["15:00","18:00","21:00","00:00","03:00","06:00","09:00","12:00","15:00"],"series":["fc-s1","fc-s2"],"yLabel":"GW"},
+{"id":"fc-s1","component":"Series","category":"Forecast demand","values":[39.2,42.8,40.1,34.5,31.2,33.8,40.6,41.9,40.2]},
+{"id":"fc-s2","component":"Series","category":"Available capacity","values":[46.8,46.8,45.2,45.2,45.2,46.8,46.8,46.8,46.8]},
+
+{"id":"row-bottom","component":"Card","direction":"row","gap":"m","variant":"clear","children":["card-plants","card-outages"]},
+{"id":"card-plants","component":"Card","children":["pl-head","pl-table","pl-c1","pl-c2","pl-c3"],"weight":3},
+{"id":"pl-head","component":"TextContent","text":"**4. Plant Output & Status**","size":"small-heavy"},
+{"id":"pl-table","component":"Table","columns":["pl-c1","pl-c2","pl-c3"]},
+{"id":"pl-c1","component":"Col","label":"Plant","data":["Hinkley Point B (Nuclear)","Drax Unit 4 (Biomass)","Hornsea 2 (Wind)","Cottam CCGT (Gas)","Dinorwig (Hydro)"]},
+{"id":"pl-c2","component":"Col","label":"Output (MW)","data":[980,645,1320,1180,288],"type":"number"},
+{"id":"pl-c3","component":"Col","label":"Status","data":["Online","Online","Online","Standby","Pumping"]},
+{"id":"card-outages","component":"Card","children":["out-head","out-table","out-c1","out-c2","out-c3"],"weight":2},
+{"id":"out-head","component":"TextContent","text":"**5. Active Outages**","size":"small-heavy"},
+{"id":"out-table","component":"Table","columns":["out-c1","out-c2","out-c3"]},
+{"id":"out-c1","component":"Col","label":"Asset","data":["Feeder F-221","Substation S-09","Line L-447"]},
+{"id":"out-c2","component":"Col","label":"Affected Region","data":["North — Leeds","South — Brighton","West — Cardiff"]},
+{"id":"out-c3","component":"Col","label":"Customers","data":[4200,11500,800],"type":"number"},
+
+{"id":"row-ops","component":"Card","direction":"row","gap":"m","variant":"clear","children":["card-maint","card-region","card-curtail"]},
+{"id":"card-maint","component":"Card","children":["mt-head","mt-list","mt-i1","mt-i2","mt-i3"],"weight":1},
+{"id":"mt-head","component":"TextContent","text":"**8. Planned Maintenance — This Month**","size":"small-heavy"},
+{"id":"mt-list","component":"ListBlock","items":["mt-i1","mt-i2","mt-i3"],"variant":"number"},
+{"id":"mt-i1","component":"ListItem","title":"Sizewell B turbine inspection","subtitle":"Jun 12–14 · 600 MW offline"},
+{"id":"mt-i2","component":"ListItem","title":"East interconnector cable test","subtitle":"Jun 18 · 4h window"},
+{"id":"mt-i3","component":"ListItem","title":"Dinorwig valve overhaul","subtitle":"Jun 24–26 · Reserve cover arranged"},
+{"id":"card-region","component":"Card","children":["rg-head","rg-form","rg-fc","rg-select","rg-si1","rg-si2","rg-si3","rg-si4","rg-btns","rg-btn"],"weight":1},
+{"id":"rg-head","component":"TextContent","text":"**10. Focus on Region**","size":"small-heavy"},
+{"id":"rg-form","component":"Form","name":"regionFocus","buttons":"rg-btns","fields":["rg-fc"]},
+{"id":"rg-fc","component":"FormControl","label":"Region","input":"rg-select","hint":"Filters all panels to one region"},
+{"id":"rg-select","component":"Select","name":"region","items":["rg-si1","rg-si2","rg-si3","rg-si4"],"placeholder":"All regions"},
+{"id":"rg-si1","component":"SelectItem","value":"north","label":"North"},
+{"id":"rg-si2","component":"SelectItem","value":"south","label":"South"},
+{"id":"rg-si3","component":"SelectItem","value":"east","label":"East"},
+{"id":"rg-si4","component":"SelectItem","value":"west","label":"West"},
+{"id":"rg-btns","component":"Buttons","buttons":["rg-btn"]},
+{"id":"rg-btn","component":"Button","label":"Apply Focus","variant":"primary"},
+{"id":"card-curtail","component":"Card","children":["cu-head","cu-form","cu-fc1","cu-sel","cu-ci1","cu-ci2","cu-ci3","cu-fc2","cu-slider","cu-btns","cu-btn"],"weight":1},
+{"id":"cu-head","component":"TextContent","text":"**11. Order Curtailment**","size":"small-heavy"},
+{"id":"cu-form","component":"Form","name":"curtailment","buttons":"cu-btns","fields":["cu-fc1","cu-fc2"]},
+{"id":"cu-fc1","component":"FormControl","label":"Target plant / feeder","input":"cu-sel"},
+{"id":"cu-sel","component":"Select","name":"target","items":["cu-ci1","cu-ci2","cu-ci3"],"placeholder":"Select asset"},
+{"id":"cu-ci1","component":"SelectItem","value":"cottam","label":"Cottam CCGT"},
+{"id":"cu-ci2","component":"SelectItem","value":"f221","label":"Feeder F-221"},
+{"id":"cu-ci3","component":"SelectItem","value":"hornsea","label":"Hornsea 2"},
+{"id":"cu-fc2","component":"FormControl","label":"Curtailment level (MW)","input":"cu-slider"},
+{"id":"cu-slider","component":"Slider","name":"mw","variant":"discrete","min":0,"max":500,"step":25,"defaultValue":[100],"label":"MW"},
+{"id":"cu-btns","component":"Buttons","buttons":["cu-btn"]},
+{"id":"cu-btn","component":"Button","label":"Issue Curtailment Order","variant":"primary","type":"destructive"}
+]}}
+</a2ui-json>
+
+The console covers all 12 items: **1–2** load and capacity headroom cards, **3** generation donut chart, **4** plant table with output/status, **5** outage table by region, **6** 24-hour demand forecast vs. capacity line chart, **7** live spot price, **8** maintenance schedule, **9** live alert banner, **10** region focus selector, **11** curtailment order form with MW slider, and **12** today's emissions.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..212f640f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r1.txt
@@ -0,0 +1,73 @@
+Here's a complete daily console for the store manager:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","storeSel","rowKpi","kpi1","kpi2","kpi3","kpi4","sep1","chartsCard","lineTraffic","barWeek","trafficSer","weekSerThis","weekSerLast","rowMid","bestCard","bestChart","bestSer","promoCard","promoChart","promoSerSales","promoSerTarget","rowBottom","stockCard","stockTable","stockC1","stockC2","stockC3","regCard","regTable","regC1","regC2","staffCard","staffList","staff1","staff2","staff3","staff4","reorderCard","reorderForm","rcName","rcQty","rcSupplier","rcBtns","rcBtn","followups"]},
+{"id":"hdr","component":"CardHeader","title":"Daily Store Console","subtitle":"Store #042 — Downtown — Tuesday, live snapshot"},
+{"id":"storeSel","component":"Select","name":"storePicker","items":["si1","si2","si3"],"value":"042","size":"medium"},
+{"id":"si1","component":"SelectItem","value":"042","label":"Store #042 — Downtown"},
+{"id":"si2","component":"SelectItem","value":"017","label":"Store #017 — Riverside"},
+{"id":"si3","component":"SelectItem","value":"058","label":"Store #058 — Airport Mall"},
+{"id":"rowKpi","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpi1","kpi2","kpi3","kpi4"]},
+{"id":"kpi1","component":"Card","variant":"card","children":["kpi1t","kpi1p"],"weight":1},
+{"id":"kpi1t","component":"TextContent","text":"**Sales vs Target**\n$8,420 / $10,000 (84%)"},
+{"id":"kpi1p","component":"Progress","value":84,"label":"Daily target progress"},
+{"id":"kpi2","component":"Card","variant":"card","children":["kpi2t"],"weight":1},
+{"id":"kpi2t","component":"TextContent","text":"**Avg Basket Size**\n$34.60 · 3.2 items"},
+{"id":"kpi3","component":"Card","variant":"card","children":["kpi3t"],"weight":1},
+{"id":"kpi3t","component":"TextContent","text":"**Returns This Week**\n27 returns · $1,140 value"},
+{"id":"kpi4","component":"Card","variant":"card","children":["kpi4t","kpi4p"],"weight":1},
+{"id":"kpi4t","component":"TextContent","text":"**Foot Traffic (so far)**\n612 visitors"},
+{"id":"kpi4p","component":"Progress","value":68,"label":"vs 900 expected"},
+{"id":"sep1","component":"Separator"},
+{"id":"chartsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["lineTraffic","barWeek"]},
+{"id":"lineTraffic","component":"LineChart","labels":["9am","10am","11am","12pm","1pm","2pm","3pm","4pm"],"series":["trafficSer"],"xLabel":"Hour","yLabel":"Visitors"},
+{"id":"trafficSer","component":"Series","category":"Foot traffic","values":[42,58,74,96,110,88,79,65]},
+{"id":"barWeek","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekSerThis","weekSerLast"],"variant":"grouped","yLabel":"Sales ($)"},
+{"id":"weekSerThis","component":"Series","category":"This week","values":[7400,8420,9100,8650,10200,12400,9800]},
+{"id":"weekSerLast","component":"Series","category":"Last week","values":[7100,7900,8800,8300,9600,11800,10100]},
+{"id":"rowMid","component":"Card","variant":"clear","direction":"row","gap":"m","children":["bestCard","promoCard"]},
+{"id":"bestCard","component":"Card","variant":"card","children":["bestChart"],"weight":1},
+{"id":"bestChart","component":"HorizontalBarChart","labels":["Wireless Earbuds","Denim Jacket","Yoga Mat","Water Bottle","Desk Lamp"],"series":["bestSer"],"yLabel":"Units sold"},
+{"id":"bestSer","component":"Series","category":"Best sellers (units)","values":[86,64,52,47,39]},
+{"id":"promoCard","component":"Card","variant":"card","children":["promoChart"],"weight":1},
+{"id":"promoChart","component":"BarChart","labels":["BOGO Shoes","20% off Audio","Clearance Rack","Loyalty 2x Points"],"series":["promoSerSales","promoSerTarget"],"variant":"grouped","yLabel":"Attributed sales ($)"},
+{"id":"promoSerSales","component":"Series","category":"Actual","values":[1240,980,650,430]},
+{"id":"promoSerTarget","component":"Series","category":"Target","values":[1000,900,800,600]},
+{"id":"rowBottom","component":"Card","variant":"clear","direction":"row","gap":"m","children":["stockCard","regCard","staffCard"]},
+{"id":"stockCard","component":"Card","variant":"card","children":["stockTable"],"weight":1},
+{"id":"stockTable","component":"Table","columns":["stockC1","stockC2","stockC3"]},
+{"id":"stockC1","component":"Col","label":"Out of Stock","data":["USB-C Cable 1m","Whole Bean Coffee","AA Batteries 8pk","Paper Towels 6pk"]},
+{"id":"stockC2","component":"Col","label":"SKU","data":["SKU-1042","SKU-2210","SKU-0873","SKU-1905"]},
+{"id":"stockC3","component":"Col","label":"ETA","data":["Wed","Thu","Fri","Wed"]},
+{"id":"regCard","component":"Card","variant":"card","children":["regTable"],"weight":1},
+{"id":"regTable","component":"Table","columns":["regC1","regC2"]},
+{"id":"regC1","component":"Col","label":"Register","data":["Register 1","Register 2","Register 3","Register 4","Self-Checkout"]},
+{"id":"regC2","component":"Col","label":"Status","data":["Open","Open","Closed","Open","Open"]},
+{"id":"staffCard","component":"Card","variant":"card","children":["staffList"],"weight":1},
+{"id":"staffList","component":"ListBlock","items":["staff1","staff2","staff3","staff4"],"variant":"number"},
+{"id":"staff1","component":"ListItem","title":"Maria L. — Shift Lead","subtitle":"8:00 – 16:00"},
+{"id":"staff2","component":"ListItem","title":"Devon K. — Sales","subtitle":"9:00 – 17:00"},
+{"id":"staff3","component":"ListItem","title":"Priya S. — Cashier","subtitle":"10:00 – 18:00"},
+{"id":"staff4","component":"ListItem","title":"Sam T. — Stock","subtitle":"12:00 – 20:00"},
+{"id":"reorderCard","component":"Card","variant":"card","children":["reorderForm"]},
+{"id":"reorderForm","component":"Form","name":"reorder","fields":["rcName","rcQty","rcSupplier"],"buttons":"rcBtns"},
+{"id":"rcName","component":"Input","name":"item","placeholder":"Item name or SKU to reorder"},
+{"id":"rcQty","component":"Input","name":"quantity","placeholder":"Quantity","type":"number"},
+{"id":"rcSupplier","component":"Select","name":"supplier","items":["sup1","sup2"],"placeholder":"Supplier"},
+{"id":"sup1","component":"SelectItem","value":"acme","label":"Acme Wholesale"},
+{"id":"sup2","component":"SelectItem","value":"global","label":"Global Supply Co."},
+{"id":"rcBtns","component":"Buttons","buttons":["rcBtn"]},
+{"id":"rcBtn","component":"Button","label":"Place Reorder","variant":"primary"},
+{"id":"followups","component":"FollowUpBlock","items":["fu1","fu2","fu3"]},
+{"id":"fu1","component":"FollowUpItem","text":"Show restock recommendations"},
+{"id":"fu2","component":"FollowUpItem","text":"Break down returns by category"},
+{"id":"fu3","component":"FollowUpItem","text":"Compare promotion ROI"}
+]}}
+</a2ui-json>
+
+All 12 requirements are covered: (1) sales vs target progress card, (2) hourly foot traffic line chart, (3) best sellers bar chart with units, (4) out-of-stock table, (5) on-shift staff list, (6) average basket size card, (7) returns-this-week card, (8) promotion performance chart vs targets, (9) register open/closed table, (10) reorder form, (11) store selector dropdown, and (12) this-week vs last-week grouped bar chart.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..7aa615be0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r2.txt
@@ -0,0 +1,103 @@
+Here's a store manager's daily console covering all 12 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","storeRow","row1","row2","row3","row4","row5","row6","reorderCard"]},
+{"id":"hdr","component":"CardHeader","title":"Daily Console — Downtown Store #12","subtitle":"Today, Tuesday · All figures live as of 2:15 PM"},
+{"id":"storeRow","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["storeSelectLabel","storeSelect"]},
+{"id":"storeSelectLabel","component":"Label","text":"View a different store:"},
+{"id":"storeSelect","component":"Select","name":"store","placeholder":"Downtown Store #12","items":["s1","s2","s3"]},
+{"id":"s1","component":"SelectItem","value":"downtown","label":"Downtown Store #12"},
+{"id":"s2","component":"SelectItem","value":"mall","label":"Mall Location #7"},
+{"id":"s3","component":"SelectItem","value":"airport","label":"Airport Kiosk #3"},
+{"id":"row1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["salesCard","basketCard","returnsCard"]},
+{"id":"salesCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["salesHdr","salesText","salesProgress"]},
+{"id":"salesHdr","component":"CardHeader","title":"Sales Today vs Target"},
+{"id":"salesText","component":"TextContent","text":"**$8,420** of $10,000 target (84%)"},
+{"id":"salesProgress","component":"Progress","value":84,"label":"Daily target progress"},
+{"id":"basketCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["basketHdr","basketText"]},
+{"id":"basketHdr","component":"CardHeader","title":"Average Basket Size"},
+{"id":"basketText","component":"TextContent","text":"**$42.60** · 3.1 items per transaction · up 6% vs yesterday"},
+{"id":"returnsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["retHdr","retText","retTag"]},
+{"id":"retHdr","component":"CardHeader","title":"Returns This Week"},
+{"id":"retText","component":"TextContent","text":"**23 returns** totaling $1,140 (2.7% of weekly sales)"},
+{"id":"retTag","component":"Tag","text":"Within normal range","variant":"success"},
+{"id":"row2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["trafficCard","weekCard"]},
+{"id":"trafficCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["trafficHdr","trafficChart","trafficSeries"]},
+{"id":"trafficHdr","component":"CardHeader","title":"Foot Traffic Through the Day"},
+{"id":"trafficChart","component":"LineChart","labels":["9AM","10AM","11AM","12PM","1PM","2PM","3PM","4PM","5PM","6PM"],"series":["trafficSeries"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},
+{"id":"trafficSeries","component":"Series","category":"Visitors","values":[42,68,95,130,118,96,124,150,138,90]},
+{"id":"weekCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["weekHdr","weekChart","weekThis","weekLast"]},
+{"id":"weekHdr","component":"CardHeader","title":"This Week vs Last Week (Sales $)"},
+{"id":"weekChart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekThis","weekLast"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},
+{"id":"weekThis","component":"Series","category":"This Week","values":[9200,8420,0,0,0,0,0]},
+{"id":"weekLast","component":"Series","category":"Last Week","values":[8600,9100,7800,9500,11200,14800,12400]},
+{"id":"row3","component":"Card","variant":"clear","direction":"row","gap":"m","children":["bestCard","oosCard"]},
+{"id":"bestCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["bestHdr","bestTable","bestCol1","bestCol2"]},
+{"id":"bestHdr","component":"CardHeader","title":"Best Sellers Today"},
+{"id":"bestTable","component":"Table","columns":["bestCol1","bestCol2"]},
+{"id":"bestCol1","component":"Col","label":"Product","data":["Wireless Earbuds Pro","Organic Coffee 1kg","Yoga Mat Deluxe","Smart Water Bottle","Phone Case Ultra"]},
+{"id":"bestCol2","component":"Col","label":"Units Sold","data":[48,41,36,29,24],"type":"number"},
+{"id":"oosCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["oosHdr","oosList","oos1","oos2","oos3","oos4"]},
+{"id":"oosHdr","component":"CardHeader","title":"Out of Stock Items"},
+{"id":"oosList","component":"ListBlock","items":["oos1","oos2","oos3","oos4"]},
+{"id":"oos1","component":"ListItem","title":"Bluetooth Speaker X2","subtitle":"Out since Monday · 12 on order"},
+{"id":"oos2","component":"ListItem","title":"Ceramic Mug Set","subtitle":"Out since Sunday · restock ETA Thursday"},
+{"id":"oos3","component":"ListItem","title":"Fitness Band Lite","subtitle":"Out since today · supplier delay"},
+{"id":"oos4","component":"ListItem","title":"Desk Lamp LED","subtitle":"Out since Saturday · 8 on order"},
+{"id":"row4","component":"Card","variant":"clear","direction":"row","gap":"m","children":["shiftCard","registerCard"]},
+{"id":"shiftCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["shiftHdr","shiftTable","shiftCol1","shiftCol2","shiftCol3"]},
+{"id":"shiftHdr","component":"CardHeader","title":"On Shift Today"},
+{"id":"shiftTable","component":"Table","columns":["shiftCol1","shiftCol2","shiftCol3"]},
+{"id":"shiftCol1","component":"Col","label":"Name","data":["Maria Lopez","James Chen","Aisha Patel","Tom Rivera"]},
+{"id":"shiftCol2","component":"Col","label":"Role","data":["Shift Lead","Cashier","Cashier","Floor Associate"]},
+{"id":"shiftCol3","component":"Col","label":"Hours","data":["8AM–4PM","9AM–5PM","12PM–8PM","10AM–6PM"]},
+{"id":"registerCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["regHdr","reg1","reg2","reg3","reg4"]},
+{"id":"regHdr","component":"CardHeader","title":"Register Status"},
+{"id":"reg1","component":"ListItem","title":"Register 1","subtitle":"OPEN — James Chen","actionLabel":"Open"},
+{"id":"reg2","component":"ListItem","title":"Register 2","subtitle":"OPEN — Aisha Patel","actionLabel":"Open"},
+{"id":"reg3","component":"ListItem","title":"Register 3","subtitle":"CLOSED — opens at 4PM","actionLabel":"Closed"},
+{"id":"reg4","component":"ListItem","title":"Register 4 (Self-checkout)","subtitle":"OPEN — unattended","actionLabel":"Open"},
+{"id":"row5","component":"Card","variant":"card","direction":"column","gap":"s","children":["promoHdr","promo1","promo2","promo3"]},
+{"id":"promoHdr","component":"CardHeader","title":"Promotion Performance"},
+{"id":"promo1","component":"Progress","value":72,"label":"Buy 2 Get 1 Coffee — 72% of redemption goal"},
+{"id":"promo2","component":"Progress","value":45,"label":"20% Off Audio Gear — 45% of redemption goal"},
+{"id":"promo3","component":"Progress","value":18,"label":"Weekend Flash Sale (upcoming) — 18% of email signups goal"},
+{"id":"row6","component":"Card","variant":"clear","direction":"row","gap":"m","children":["alertCard"]},
+{"id":"alertCard","component":"Alert","title":"Low stock alert","description":"Wireless Earbuds Pro (best seller #1) has only 9 units left. Consider reordering below.","variant":"warning"},
+{"id":"reorderCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["reorderHdr","reorderForm","reorderItemField","reorderItem","reorderQtyField","reorderQty","reorderButtons","reorderSubmit"]},
+{"id":"reorderHdr","component":"CardHeader","title":"Reorder an Item"},
+{"id":"reorderForm","component":"Form","name":"reorderForm","fields":["reorderItemField","reorderQtyField"],"buttons":"reorderButtons"},
+{"id":"reorderItemField","component":"FormControl","label":"Item","input":"reorderItem","hint":"Select the item to reorder"},
+{"id":"reorderItem","component":"Select","name":"item","placeholder":"Choose item","items":["ri1","ri2","ri3","ri4"]},
+{"id":"ri1","component":"SelectItem","value":"earbuds","label":"Wireless Earbuds Pro"},
+{"id":"ri2","component":"SelectItem","value":"speaker","label":"Bluetooth Speaker X2"},
+{"id":"ri3","component":"SelectItem","value":"mugset","label":"Ceramic Mug Set"},
+{"id":"ri4","component":"SelectItem","value":"band","label":"Fitness Band Lite"},
+{"id":"reorderQtyField","component":"FormControl","label":"Quantity","input":"reorderQty"},
+{"id":"reorderQty","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 50"},
+{"id":"reorderButtons","component":"Buttons","buttons":["reorderSubmit"]},
+{"id":"reorderSubmit","component":"Button","label":"Submit Reorder","variant":"primary"}
+]}}
+</a2ui-json>
+
+The console covers all 12 items:
+
+1. **Sales vs target** — progress bar at 84% of $10,000
+2. **Foot traffic** — hourly line chart
+3. **Best sellers** — table with units sold per product
+4. **Out of stock** — list with restock ETAs
+5. **On shift today** — staff table with roles and hours
+6. **Average basket size** — $42.60, 3.1 items
+7. **Returns this week** — 23 returns, $1,140
+8. **Promotions** — progress bars per running promotion
+9. **Registers** — open/closed status for all four
+10. **Reorder** — form with item select, quantity, and submit
+11. **View different store** — store selector at the top
+12. **Week comparison** — this week vs last week grouped bar chart
+
+Want me to adjust the layout, add alerts for specific thresholds, or wire the store selector to swap in different data?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..e61b6c7d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r3.txt
@@ -0,0 +1,93 @@
+Here's your store manager's daily console — all 12 items covered on one screen:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563eb","agentDisplayName":"Store Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","storePicker","kpis","mainCharts","lists","promos","registers","weekCompare","reorderForm"]},
+
+{"id":"header","component":"CardHeader","title":"Daily Store Console — Downtown #104","subtitle":"Today, Friday • Live snapshot of sales, staff, stock and promotions"},
+
+{"id":"storePicker","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","children":["storeSelect","storeNote"]},
+{"id":"storeSelect","component":"Select","name":"store","items":["s1","s2","s3"],"value":"downtown-104","size":"medium"},
+{"id":"s1","component":"SelectItem","value":"downtown-104","label":"Downtown #104"},
+{"id":"s2","component":"SelectItem","value":"mall-207","label":"Riverside Mall #207"},
+{"id":"s3","component":"SelectItem","value":"airport-312","label":"Airport #312"},
+{"id":"storeNote","component":"TextContent","text":"Switch store to view that location's console.","size":"small"},
+
+{"id":"kpis","component":"Card","variant":"card","direction":"row","gap":"m","wrap":true,"children":["kpiSales","kpiBasket","kpiReturns"]},
+{"id":"kpiSales","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiSalesT","kpiSalesV","kpiSalesP"]},
+{"id":"kpiSalesT","component":"TextContent","text":"**1. Sales vs Target**","size":"small-heavy"},
+{"id":"kpiSalesV","component":"TextContent","text":"$8,420 of $10,000 target (84%)","size":"large-heavy"},
+{"id":"kpiSalesP","component":"Progress","value":84,"label":"Progress to daily target"},
+{"id":"kpiBasket","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiBasketT","kpiBasketV"]},
+{"id":"kpiBasketT","component":"TextContent","text":"**6. Average Basket Size**","size":"small-heavy"},
+{"id":"kpiBasketV","component":"TextContent","text":"$42.60 avg • 3.2 items/transaction","size":"large-heavy"},
+{"id":"kpiReturns","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiRetT","kpiRetV","kpiRetD"]},
+{"id":"kpiRetT","component":"TextContent","text":"**7. Returns This Week**","size":"small-heavy"},
+{"id":"kpiRetV","component":"TextContent","text":"23 returns • $1,180 refunded","size":"large-heavy"},
+{"id":"kpiRetD","component":"TextContent","text":"Down 12% vs last week","size":"small"},
+
+{"id":"mainCharts","component":"Card","variant":"card","direction":"row","gap":"m","wrap":true,"children":["trafficCard","bestCard"]},
+{"id":"trafficCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["trafficTitle","trafficChart","trafficSeries"]},
+{"id":"trafficTitle","component":"TextContent","text":"**2. Foot Traffic Through the Day**","size":"small-heavy"},
+{"id":"trafficChart","component":"LineChart","labels":["9am","10am","11am","12pm","1pm","2pm","3pm","4pm","5pm"],"series":["trafficSeries"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},
+{"id":"trafficSeries","component":"Series","category":"Visitors","values":[45,62,88,120,140,98,76,110,95]},
+{"id":"bestCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["bestTitle","bestChart","bestSeries"]},
+{"id":"bestTitle","component":"TextContent","text":"**3. Best Sellers (units sold)**","size":"small-heavy"},
+{"id":"bestChart","component":"HorizontalBarChart","labels":["Wireless Earbuds","Yoga Mat","Insulated Bottle","Phone Case","Desk Lamp"],"series":["bestSeries"],"xLabel":"Units"},
+{"id":"bestSeries","component":"Series","category":"Units","values":[64,52,47,39,31]},
+
+{"id":"lists","component":"Card","variant":"card","direction":"row","gap":"m","wrap":true,"children":["stockCard","shiftCard"]},
+{"id":"stockCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["stockTitle","stockTable","stockC1","stockC2"]},
+{"id":"stockTitle","component":"TextContent","text":"**4. Out of Stock Items**","size":"small-heavy"},
+{"id":"stockTable","component":"Table","columns":["stockC1","stockC2"]},
+{"id":"stockC1","component":"Col","label":"Item","data":["Ceramic Mug Set","USB-C Cable 2m","Scented Candle","Notebook A5"]},
+{"id":"stockC2","component":"Col","label":"Last Stocked","data":["2 days ago","5 days ago","1 day ago","3 days ago"]},
+{"id":"shiftCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["shiftTitle","shiftTable","shiftC1","shiftC2","shiftC3"]},
+{"id":"shiftTitle","component":"TextContent","text":"**5. On Shift Today**","size":"small-heavy"},
+{"id":"shiftTable","component":"Table","columns":["shiftC1","shiftC2","shiftC3"]},
+{"id":"shiftC1","component":"Col","label":"Name","data":["Maria L.","James K.","Priya S.","Tom W."]},
+{"id":"shiftC2","component":"Col","label":"Role","data":["Manager","Cashier","Floor","Cashier"]},
+{"id":"shiftC3","component":"Col","label":"Hours","data":["8am–4pm","9am–5pm","10am–6pm","12pm–8pm"]},
+
+{"id":"promos","component":"Card","variant":"card","direction":"column","gap":"s","children":["promoTitle","promoTable","promoC1","promoC2","promoC3"]},
+{"id":"promoTitle","component":"TextContent","text":"**8. Promotion Performance**","size":"small-heavy"},
+{"id":"promoTable","component":"Table","columns":["promoC1","promoC2","promoC3"]},
+{"id":"promoC1","component":"Col","label":"Promotion","data":["BOGO Coffee Mugs","20% off Audio","Bundle: Yoga Set"]},
+{"id":"promoC2","component":"Col","label":"Redemptions","data":[38,57,21],"type":"number"},
+{"id":"promoC3","component":"Col","label":"Status","data":["On track","Exceeding (+22%)","Below target"]},
+
+{"id":"registers","component":"Card","variant":"card","direction":"column","gap":"s","children":["regTitle","regRow"]},
+{"id":"regTitle","component":"TextContent","text":"**9. Register Status**","size":"small-heavy"},
+{"id":"regRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["reg1","reg2","reg3","reg4"]},
+{"id":"reg1","component":"Tag","text":"Register 1 — Open","variant":"success"},
+{"id":"reg2","component":"Tag","text":"Register 2 — Open","variant":"success"},
+{"id":"reg3","component":"Tag","text":"Register 3 — Closed","variant":"neutral"},
+{"id":"reg4","component":"Tag","text":"Register 4 — Open","variant":"success"},
+
+{"id":"weekCompare","component":"Card","variant":"card","direction":"column","gap":"s","children":["wcTitle","wcChart","wcThis","wcLast"]},
+{"id":"wcTitle","component":"TextContent","text":"**12. This Week vs Last Week (sales $)**","size":"small-heavy"},
+{"id":"wcChart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri"],"series":["wcThis","wcLast"],"variant":"grouped","yLabel":"Sales ($)"},
+{"id":"wcThis","component":"Series","category":"This Week","values":[7200,6800,8100,7900,8420]},
+{"id":"wcLast","component":"Series","category":"Last Week","values":[6900,7100,7400,7600,8000]},
+
+{"id":"reorderForm","component":"Card","variant":"card","direction":"column","gap":"s","children":["reorderTitle","reorderFormEl","reorderItemCtrl","reorderItem","reorderQtyCtrl","reorderQty","reorderButtons","reorderSubmit"]},
+{"id":"reorderTitle","component":"TextContent","text":"**10. Reorder an Item**","size":"small-heavy"},
+{"id":"reorderFormEl","component":"Form","name":"reorder","fields":["reorderItemCtrl","reorderQtyCtrl"],"buttons":"reorderButtons"},
+{"id":"reorderItemCtrl","component":"FormControl","label":"Item","input":"reorderItem","hint":"Out-of-stock items are pre-listed"},
+{"id":"reorderItem","component":"Select","name":"item","items":["ri1","ri2","ri3","ri4"],"placeholder":"Select item to reorder"},
+{"id":"ri1","component":"SelectItem","value":"mug-set","label":"Ceramic Mug Set"},
+{"id":"ri2","component":"SelectItem","value":"usbc-2m","label":"USB-C Cable 2m"},
+{"id":"ri3","component":"SelectItem","value":"candle","label":"Scented Candle"},
+{"id":"ri4","component":"SelectItem","value":"notebook-a5","label":"Notebook A5"},
+{"id":"reorderQtyCtrl","component":"FormControl","label":"Quantity","input":"reorderQty"},
+{"id":"reorderQty","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 24"},
+{"id":"reorderButtons","component":"Buttons","buttons":["reorderSubmit"]},
+{"id":"reorderSubmit","component":"Button","label":"Submit Reorder","variant":"primary"}
+]}}
+</a2ui-json>
+
+All 12 requirements are covered: (1) sales vs target with progress bar, (2) hourly foot traffic line chart, (3) best sellers bar chart with units, (4) out-of-stock table, (5) shift roster, (6) average basket size, (7) weekly returns, (8) promotion performance table, (9) register open/closed tags, (10) reorder form, (11) store switcher dropdown, and (12) this week vs last week comparison chart.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..b178a34c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-retail__r4.txt
@@ -0,0 +1,134 @@
+Here's a single-screen store manager console covering all 12 requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "store-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Store Console"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "store-console",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["hdr", "storeRow", "kpiRow", "trafficCard", "midRow", "bottomRow", "promoCard", "reorderCard"] },
+
+      { "id": "hdr", "component": "Heading", "text": "Daily Store Console — Downtown Flagship", "level": "h2" },
+
+      { "id": "storeRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "end", "children": ["storeControl", "storeSelect", "storeBtn"] },
+      { "id": "storeControl", "component": "FormControl", "label": "View a different store", "input": "storeSelect" },
+      { "id": "storeSelect", "component": "Select", "name": "store", "placeholder": "Select store", "items": ["si1", "si2", "si3", "si4"] },
+      { "id": "si1", "component": "SelectItem", "value": "downtown", "label": "Downtown Flagship" },
+      { "id": "si2", "component": "SelectItem", "value": "mall", "label": "Riverside Mall" },
+      { "id": "si3", "component": "SelectItem", "value": "airport", "label": "Airport Kiosk" },
+      { "id": "si4", "component": "SelectItem", "value": "suburb", "label": "Suburban Plaza" },
+      { "id": "storeBtn", "component": "Button", "label": "Switch Store", "variant": "secondary" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["salesCard", "basketCard", "returnsCard", "weekCard"] },
+
+      { "id": "salesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["salesHdr", "salesText", "salesProg"], "weight": 1 },
+      { "id": "salesHdr", "component": "CardHeader", "title": "1. Sales Today vs Target" },
+      { "id": "salesText", "component": "TextContent", "text": "**$8,420** of $10,000 target (84%)", "size": "large-heavy" },
+      { "id": "salesProg", "component": "Progress", "value": 84, "label": "Target progress" },
+
+      { "id": "basketCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["basketHdr", "basketText"], "weight": 1 },
+      { "id": "basketHdr", "component": "CardHeader", "title": "6. Average Basket Size" },
+      { "id": "basketText", "component": "TextContent", "text": "**$42.60** avg · 3.2 items/basket · 198 transactions", "size": "large" },
+
+      { "id": "returnsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["returnsHdr", "returnsText", "returnsTag"], "weight": 1 },
+      { "id": "returnsHdr", "component": "CardHeader", "title": "7. Returns This Week" },
+      { "id": "returnsText", "component": "TextContent", "text": "**14 returns** — $612 refunded (2.1% of sales)", "size": "large" },
+      { "id": "returnsTag", "component": "Tag", "text": "Within normal range", "variant": "success" },
+
+      { "id": "weekCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["weekHdr", "weekChart", "weekS1", "weekS2"], "weight": 2 },
+      { "id": "weekHdr", "component": "CardHeader", "title": "12. This Week vs Last Week" },
+      { "id": "weekChart", "component": "BarChart", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["weekS1", "weekS2"], "variant": "grouped", "yLabel": "Sales ($)" },
+      { "id": "weekS1", "component": "Series", "category": "This Week", "values": [7200, 8100, 6800, 8420, 0, 0, 0] },
+      { "id": "weekS2", "component": "Series", "category": "Last Week", "values": [6900, 7400, 7100, 7900, 8600, 11200, 5800] },
+
+      { "id": "trafficCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["trafficHdr", "trafficChart", "trafficS"] },
+      { "id": "trafficHdr", "component": "CardHeader", "title": "2. Foot Traffic Through the Day", "subtitle": "Visitors per hour" },
+      { "id": "trafficChart", "component": "LineChart", "labels": ["9am", "10am", "11am", "12pm", "1pm", "2pm", "3pm", "4pm", "5pm"], "series": ["trafficS"], "variant": "natural", "xLabel": "Hour", "yLabel": "Visitors" },
+      { "id": "trafficS", "component": "Series", "category": "Visitors", "values": [22, 35, 48, 71, 88, 64, 52, 47, 39] },
+
+      { "id": "midRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["bestCard", "stockCard"] },
+
+      { "id": "bestCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["bestHdr", "bestTable", "bestC1", "bestC2"], "weight": 1 },
+      { "id": "bestHdr", "component": "CardHeader", "title": "3. Best Sellers Today" },
+      { "id": "bestTable", "component": "Table", "columns": ["bestC1", "bestC2"] },
+      { "id": "bestC1", "component": "Col", "label": "Item", "data": ["Wireless Earbuds Pro", "Insulated Water Bottle", "Phone Case — Clear", "USB-C Cable 2m", "Desk Plant (Small)"] },
+      { "id": "bestC2", "component": "Col", "label": "Units Sold", "type": "number", "data": [34, 28, 25, 22, 17] },
+
+      { "id": "stockCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["stockHdr", "stockAlert", "stockList", "stockI1", "stockI2", "stockI3"], "weight": 1 },
+      { "id": "stockHdr", "component": "CardHeader", "title": "4. Out of Stock" },
+      { "id": "stockAlert", "component": "Alert", "title": "3 items out of stock", "description": "Reorder recommended for high-demand SKUs.", "variant": "warning" },
+      { "id": "stockList", "component": "ListBlock", "variant": "number", "items": ["stockI1", "stockI2", "stockI3"] },
+      { "id": "stockI1", "component": "ListItem", "title": "Bluetooth Speaker Mini", "subtitle": "SKU SPK-104 · Last sold 2 days ago" },
+      { "id": "stockI2", "component": "ListItem", "title": "Yoga Mat — Pro", "subtitle": "SKU YGA-220 · Last sold yesterday" },
+      { "id": "stockI3", "component": "ListItem", "title": "Ceramic Mug Set (4pc)", "subtitle": "SKU MUG-087 · Last sold 4 days ago" },
+
+      { "id": "bottomRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["shiftCard", "regCard"] },
+
+      { "id": "shiftCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["shiftHdr", "shiftList", "shiftI1", "shiftI2", "shiftI3", "shiftI4"], "weight": 1 },
+      { "id": "shiftHdr", "component": "CardHeader", "title": "5. On Shift Today" },
+      { "id": "shiftList", "component": "ListBlock", "items": ["shiftI1", "shiftI2", "shiftI3", "shiftI4"] },
+      { "id": "shiftI1", "component": "ListItem", "title": "Maria Lopez", "subtitle": "Store Manager · 8am–4pm" },
+      { "id": "shiftI2", "component": "ListItem", "title": "James Chen", "subtitle": "Cashier · 9am–5pm" },
+      { "id": "shiftI3", "component": "ListItem", "title": "Aisha Patel", "subtitle": "Floor Associate · 10am–6pm" },
+      { "id": "shiftI4", "component": "ListItem", "title": "Tom Becker", "subtitle": "Cashier · 12pm–8pm" },
+
+      { "id": "regCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["regHdr", "regTable", "regC1", "regC2"], "weight": 1 },
+      { "id": "regHdr", "component": "CardHeader", "title": "9. Register Status" },
+      { "id": "regTable", "component": "Table", "columns": ["regC1", "regC2"] },
+      { "id": "regC1", "component": "Col", "label": "Register", "data": ["Register 1", "Register 2", "Register 3", "Register 4", "Self-Checkout A", "Self-Checkout B"] },
+      { "id": "regC2", "component": "Col", "label": "Status", "data": ["🟢 Open", "🟢 Open", "🔴 Closed", "🟢 Open", "🟢 Open", "🔴 Closed"] },
+
+      { "id": "promoCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["promoHdr", "promoTable", "promoC1", "promoC2", "promoC3"] },
+      { "id": "promoHdr", "component": "CardHeader", "title": "8. Running Promotions Performance" },
+      { "id": "promoTable", "component": "Table", "columns": ["promoC1", "promoC2", "promoC3"] },
+      { "id": "promoC1", "component": "Col", "label": "Promotion", "data": ["BOGO 50% — Audio", "20% Off Drinkware", "Bundle: Case + Cable", "Weekend Flash Sale"] },
+      { "id": "promoC2", "component": "Col", "label": "Redemptions", "type": "number", "data": [41, 33, 19, 0] },
+      { "id": "promoC3", "component": "Col", "label": "Revenue / Status", "data": ["$1,890 · Strong", "$940 · Good", "$410 · Slow", "Starts Sat · Scheduled"] },
+
+      { "id": "reorderCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["reorderHdr", "reorderForm", "reorderItemCtl", "reorderItem", "ri1", "ri2", "ri3", "reorderQtyCtl", "reorderQty", "reorderButtons", "reorderSubmit"] },
+      { "id": "reorderHdr", "component": "CardHeader", "title": "10. Reorder an Item", "subtitle": "Submit a restock request to the warehouse" },
+      { "id": "reorderForm", "component": "Form", "name": "reorder", "fields": ["reorderItemCtl", "reorderQtyCtl"], "buttons": "reorderButtons" },
+      { "id": "reorderItemCtl", "component": "FormControl", "label": "Item", "input": "reorderItem" },
+      { "id": "reorderItem", "component": "Select", "name": "item", "placeholder": "Choose an out-of-stock item", "items": ["ri1", "ri2", "ri3"] },
+      { "id": "ri1", "component": "SelectItem", "value": "SPK-104", "label": "Bluetooth Speaker Mini (SPK-104)" },
+      { "id": "ri2", "component": "SelectItem", "value": "YGA-220", "label": "Yoga Mat — Pro (YGA-220)" },
+      { "id": "ri3", "component": "SelectItem", "value": "MUG-087", "label": "Ceramic Mug Set 4pc (MUG-087)" },
+      { "id": "reorderQtyCtl", "component": "FormControl", "label": "Quantity", "input": "reorderQty", "hint": "Standard restock is 24 units" },
+      { "id": "reorderQty", "component": "Input", "name": "quantity", "type": "number", "placeholder": "24" },
+      { "id": "reorderButtons", "component": "Buttons", "buttons": ["reorderSubmit"] },
+      { "id": "reorderSubmit", "component": "Button", "label": "Submit Reorder", "variant": "primary" }
+    ]
+  }
+}
+</a2ui-json>
+
+This console covers all 12 items:
+
+1. **Sales vs target** — progress bar at 84% of the $10,000 goal
+2. **Foot traffic** — hourly line chart, peaking at 1pm
+3. **Best sellers** — table with units sold per item
+4. **Out of stock** — alert plus a numbered list of SKUs
+5. **On shift** — staff list with roles and hours
+6. **Average basket** — $42.60 with items-per-basket detail
+7. **Returns this week** — count, refund total, and a status tag
+8. **Promotions** — table with redemptions, revenue, and status
+9. **Registers** — open/closed status for all six
+10. **Reorder** — form with item selector, quantity, and submit
+11. **Store switcher** — dropdown to view a different store
+12. **Week comparison** — grouped bar chart, this week vs last
+
+Want me to add filters (e.g., date range), drill-downs into any metric, or wire the reorder form to a confirmation flow?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..7b7d86963
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r1.txt
@@ -0,0 +1,111 @@
+Here's a complete admin overview dashboard covering all 13 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"SaaS Admin"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"admin-overview","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","periodRow","kpiRow1","kpiRow2","chartsRow","tableCard","riskCard","paymentsCard","adoptionCard","seatCard","inviteCard"]},
+{"id":"hdr","component":"Heading","text":"Admin Overview — Acme SaaS","level":"h1"},
+
+{"id":"periodRow","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","children":["periodLabel","periodSelect"]},
+{"id":"periodLabel","component":"TextContent","text":"**Reporting period** (11)","size":"default"},
+{"id":"periodSelect","component":"Select","name":"reportingPeriod","placeholder":"Select period","value":"last_90","items":["pi1","pi2","pi3","pi4"]},
+{"id":"pi1","component":"SelectItem","value":"last_30","label":"Last 30 days"},
+{"id":"pi2","component":"SelectItem","value":"last_90","label":"Last 90 days"},
+{"id":"pi3","component":"SelectItem","value":"ytd","label":"Year to date"},
+{"id":"pi4","component":"SelectItem","value":"last_12m","label":"Last 12 months"},
+
+{"id":"kpiRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["mrrCard","arrCard"]},
+{"id":"mrrCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["mrrHdr","mrrVal","mrrSub"]},
+{"id":"mrrHdr","component":"CardHeader","title":"Monthly Recurring Revenue (1)"},
+{"id":"mrrVal","component":"TextContent","text":"# $248,300","size":"large-heavy"},
+{"id":"mrrSub","component":"TextContent","text":"+4.2% vs last month","size":"small"},
+{"id":"arrCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["arrHdr","arrVal","arrSub"]},
+{"id":"arrHdr","component":"CardHeader","title":"Annual Recurring Revenue (2)"},
+{"id":"arrVal","component":"TextContent","text":"# $2.98M","size":"large-heavy"},
+{"id":"arrSub","component":"TextContent","text":"MRR × 12, annualized run rate","size":"small"},
+
+{"id":"kpiRow2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["churnCard","npsCard"]},
+{"id":"churnCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["churnHdr","churnVal","churnSub"]},
+{"id":"churnHdr","component":"CardHeader","title":"Churn This Month (3)"},
+{"id":"churnVal","component":"TextContent","text":"# 2.1%","size":"large-heavy"},
+{"id":"churnSub","component":"TextContent","text":"14 accounts · $5,180 MRR lost","size":"small"},
+{"id":"npsCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["npsHdr","npsVal","npsSub"]},
+{"id":"npsHdr","component":"CardHeader","title":"Current NPS (10)"},
+{"id":"npsVal","component":"TextContent","text":"# 47","size":"large-heavy"},
+{"id":"npsSub","component":"TextContent","text":"1,240 responses · Promoters 62% / Detractors 15%","size":"small"},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["signupCard","planCard"]},
+{"id":"signupCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["signupHdr","signupChart","s1"]},
+{"id":"signupHdr","component":"CardHeader","title":"New Signups — Past 90 Days (4)","subtitle":"Weekly signups"},
+{"id":"signupChart","component":"LineChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"],"series":["s1"],"variant":"natural","yLabel":"Signups"},
+{"id":"s1","component":"Series","category":"Signups","values":[42,51,48,63,58,72,69,81,77,90,84,95,102]},
+{"id":"planCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["planHdr","planChart"]},
+{"id":"planHdr","component":"CardHeader","title":"Customers by Plan (5)"},
+{"id":"planChart","component":"PieChart","labels":["Starter","Growth","Business","Enterprise"],"values":[612,438,205,87],"variant":"donut"},
+
+{"id":"tableCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["topHdr","topTable","c1","c2","c3","c4"]},
+{"id":"topHdr","component":"CardHeader","title":"Top 10 Largest Customers (6)","subtitle":"Ranked by monthly spend"},
+{"id":"topTable","component":"Table","columns":["c1","c2","c3","c4"]},
+{"id":"c1","component":"Col","label":"#","type":"number","data":[1,2,3,4,5,6,7,8,9,10]},
+{"id":"c2","component":"Col","label":"Customer","data":["Globex Corp","Initech","Umbrella Inc","Hooli","Stark Industries","Wayne Enterprises","Acme Co","Massive Dynamic","Cyberdyne","Soylent"]},
+{"id":"c3","component":"Col","label":"Seats","type":"number","data":[420,310,285,240,215,190,165,150,132,118]},
+{"id":"c4","component":"Col","label":"Monthly Spend","type":"number","data":[18400,14200,12850,11600,9800,8750,7400,6900,6100,5400]},
+
+{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["riskHdr","riskList","ri1","ri2","ri3","ri4"]},
+{"id":"riskHdr","component":"CardHeader","title":"Accounts at Risk (7)"},
+{"id":"riskList","component":"ListBlock","items":["ri1","ri2","ri3","ri4"],"variant":"number"},
+{"id":"ri1","component":"ListItem","title":"Umbrella Inc","subtitle":"Usage down 68% in 30 days; champion left the company"},
+{"id":"ri2","component":"ListItem","title":"Cyberdyne","subtitle":"3 unresolved support tickets; contract renews in 21 days"},
+{"id":"ri3","component":"ListItem","title":"Acme Co","subtitle":"Downgraded seats 40→22 last cycle; NPS detractor (score 3)"},
+{"id":"ri4","component":"ListItem","title":"Soylent","subtitle":"Two consecutive failed invoices; payment method expired"},
+
+{"id":"paymentsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["payHdr","payTable","p1","p2","p3","p4"]},
+{"id":"payHdr","component":"CardHeader","title":"Failed Payments (8)","subtitle":"Retry directly from the action column"},
+{"id":"payTable","component":"Table","columns":["p1","p2","p3","p4"]},
+{"id":"p1","component":"Col","label":"Customer","data":["Soylent","Initech","Massive Dynamic"]},
+{"id":"p2","component":"Col","label":"Amount","type":"number","data":[5400,14200,6900]},
+{"id":"p3","component":"Col","label":"Failure Reason","data":["Card expired","Insufficient funds","Card declined — do not honor"]},
+{"id":"p4","component":"Col","label":"Retry","type":"action","data":["Retry","Retry","Retry"]},
+
+{"id":"adoptionCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["adoptHdr","adoptChart","a1"]},
+{"id":"adoptHdr","component":"CardHeader","title":"Adoption — 3 Newest Features (9)","subtitle":"% of active accounts using each feature"},
+{"id":"adoptChart","component":"BarChart","labels":["AI Insights","Workflow Automations","Slack Integration"],"series":["a1"],"yLabel":"Adoption %"},
+{"id":"a1","component":"Series","category":"Adoption %","values":[34,52,71]},
+
+{"id":"seatCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["seatHdr","seatChart","seatNote"]},
+{"id":"seatHdr","component":"CardHeader","title":"Seat Utilization (12)","subtitle":"Active vs. purchased seats, company-wide"},
+{"id":"seatChart","component":"RadialChart","labels":["Utilized","Idle","Unassigned"],"values":[78,14,8]},
+{"id":"seatNote","component":"TextContent","text":"8,940 of 11,450 purchased seats active (78%). 920 seats unassigned across 12 accounts.","size":"small"},
+
+{"id":"inviteCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["inviteHdr","inviteForm"]},
+{"id":"inviteHdr","component":"CardHeader","title":"Invite Another Admin (13)"},
+{"id":"inviteForm","component":"Form","name":"inviteAdmin","fields":["fcEmail","fcRole"],"buttons":"inviteButtons"},
+{"id":"fcEmail","component":"FormControl","label":"Email address","input":"inviteEmail","hint":"They'll receive an invite link valid for 7 days"},
+{"id":"inviteEmail","component":"Input","name":"email","type":"email","placeholder":"admin@company.com","rules":[{"required":true}]},
+{"id":"fcRole","component":"FormControl","label":"Role","input":"inviteRole"},
+{"id":"inviteRole","component":"Select","name":"role","placeholder":"Select role","items":["ir1","ir2","ir3"]},
+{"id":"ir1","component":"SelectItem","value":"admin","label":"Admin (full access)"},
+{"id":"ir2","component":"SelectItem","value":"billing","label":"Billing admin"},
+{"id":"ir3","component":"SelectItem","value":"readonly","label":"Read-only"},
+{"id":"inviteButtons","component":"Buttons","buttons":["inviteSubmit"],"direction":"row"},
+{"id":"inviteSubmit","component":"Button","label":"Send Invite","variant":"primary","action":[{"event":"invite_admin"}]}
+]}}
+</a2ui-json>
+
+This single screen covers everything:
+
+- **(1, 2, 3, 10)** KPI cards for MRR, ARR, monthly churn, and NPS
+- **(4)** 13-week line chart of signups over the past 90 days
+- **(5)** Donut chart of customers by plan tier
+- **(6)** Table of the 10 largest customers with seats and monthly spend
+- **(7)** Numbered list of at-risk accounts with the reason for each
+- **(8)** Failed payments table with a Retry action per row
+- **(9)** Bar chart showing adoption of the three newest features
+- **(11)** Reporting period selector (30/90 days, YTD, 12 months)
+- **(12)** Radial chart of seat utilization with a summary note
+- **(13)** Invite-admin form with email, role selection, and validation
+
+Want me to add filters per plan, export buttons, or wire the retry actions to a confirmation dialog?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..89d91329d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r2.txt
@@ -0,0 +1,121 @@
+Here's a single-screen SaaS admin overview covering all 13 items — KPIs (MRR, ARR, churn, NPS) across the top, a reporting-period selector in the header, charts for signups and plan mix, tables for top customers and failed payments (with retry actions), at-risk accounts, feature adoption, seat utilization, and an invite-admin form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "saas-admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6366F1",
+        "agentDisplayName": "Admin Overview"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "saas-admin-overview",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["headerRow", "kpiRow", "chartsRow", "customersCard", "riskRow", "adoptRow", "inviteCard"] },
+
+        { "id": "headerRow", "component": "Card", "variant": "clear", "direction": "row", "justify": "between", "align": "center", "wrap": true, "gap": "m", "children": ["titleCol", "periodCol"] },
+        { "id": "titleCol", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "children": ["titleHeading", "titleSub"] },
+        { "id": "titleHeading", "component": "Heading", "text": "Admin Overview", "level": "h1" },
+        { "id": "titleSub", "component": "TextContent", "text": "Company health at a glance · Last updated 5 minutes ago", "size": "small" },
+        { "id": "periodCol", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "end", "children": ["fcPeriod", "fcRange"] },
+        { "id": "fcPeriod", "component": "FormControl", "label": "Reporting period", "input": "periodSelect" },
+        { "id": "periodSelect", "component": "Select", "name": "reporting_period", "value": "90d", "size": "medium", "items": ["si30", "si90", "si12m", "siYtd"] },
+        { "id": "si30", "component": "SelectItem", "value": "30d", "label": "Last 30 days" },
+        { "id": "si90", "component": "SelectItem", "value": "90d", "label": "Last 90 days" },
+        { "id": "si12m", "component": "SelectItem", "value": "12m", "label": "Last 12 months" },
+        { "id": "siYtd", "component": "SelectItem", "value": "ytd", "label": "Year to date" },
+        { "id": "fcRange", "component": "FormControl", "label": "Custom range", "input": "rangePicker" },
+        { "id": "rangePicker", "component": "DatePicker", "name": "custom_range", "mode": "range" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiMrr", "kpiArr", "kpiChurn", "kpiNps"] },
+        { "id": "kpiMrr", "component": "Card", "weight": 1, "gap": "xs", "children": ["kpiMrrHead", "kpiMrrVal", "kpiMrrTag"] },
+        { "id": "kpiMrrHead", "component": "CardHeader", "title": "Monthly Recurring Revenue" },
+        { "id": "kpiMrrVal", "component": "TextContent", "text": "$128,400", "size": "large-heavy" },
+        { "id": "kpiMrrTag", "component": "Tag", "text": "+4.2% vs last month", "variant": "success", "size": "sm" },
+        { "id": "kpiArr", "component": "Card", "weight": 1, "gap": "xs", "children": ["kpiArrHead", "kpiArrVal", "kpiArrTag"] },
+        { "id": "kpiArrHead", "component": "CardHeader", "title": "Annual Recurring Revenue" },
+        { "id": "kpiArrVal", "component": "TextContent", "text": "$1.54M", "size": "large-heavy" },
+        { "id": "kpiArrTag", "component": "Tag", "text": "+38% YoY", "variant": "success", "size": "sm" },
+        { "id": "kpiChurn", "component": "Card", "weight": 1, "gap": "xs", "children": ["kpiChurnHead", "kpiChurnVal", "kpiChurnSub", "kpiChurnTag"] },
+        { "id": "kpiChurnHead", "component": "CardHeader", "title": "Churn This Month" },
+        { "id": "kpiChurnVal", "component": "TextContent", "text": "1.8%", "size": "large-heavy" },
+        { "id": "kpiChurnSub", "component": "TextContent", "text": "23 accounts lost", "size": "small" },
+        { "id": "kpiChurnTag", "component": "Tag", "text": "▲ 0.3 pts vs Sept", "variant": "warning", "size": "sm" },
+        { "id": "kpiNps", "component": "Card", "weight": 1, "gap": "xs", "children": ["kpiNpsHead", "kpiNpsVal", "kpiNpsSub", "kpiNpsTag"] },
+        { "id": "kpiNpsHead", "component": "CardHeader", "title": "Current NPS" },
+        { "id": "kpiNpsVal", "component": "TextContent", "text": "42", "size": "large-heavy" },
+        { "id": "kpiNpsSub", "component": "TextContent", "text": "312 responses this quarter", "size": "small" },
+        { "id": "kpiNpsTag", "component": "Tag", "text": "+6 vs last quarter", "variant": "success", "size": "sm" },
+
+        { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["signupsCard", "planCard"] },
+        { "id": "signupsCard", "component": "Card", "weight": 2, "children": ["signupsHead", "signupsChart"] },
+        { "id": "signupsHead", "component": "CardHeader", "title": "New Signups — Past 90 Days", "subtitle": "Weekly new accounts · 838 total" },
+        { "id": "signupsChart", "component": "LineChart", "labels": ["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"], "series": ["signupsSeries"], "variant": "natural", "xLabel": "Week", "yLabel": "Signups" },
+        { "id": "signupsSeries", "component": "Series", "category": "New signups", "values": [42, 55, 48, 61, 58, 72, 66, 74, 81, 77, 88, 92, 85] },
+        { "id": "planCard", "component": "Card", "weight": 1, "children": ["planHead", "planChart"] },
+        { "id": "planHead", "component": "CardHeader", "title": "Customers by Plan", "subtitle": "774 active customers" },
+        { "id": "planChart", "component": "PieChart", "labels": ["Starter", "Growth", "Enterprise"], "values": [412, 268, 94], "variant": "donut" },
+
+        { "id": "customersCard", "component": "Card", "children": ["customersHead", "customersTable"] },
+        { "id": "customersHead", "component": "CardHeader", "title": "Top 10 Customers", "subtitle": "Ranked by monthly spend" },
+        { "id": "customersTable", "component": "Table", "columns": ["tcCustomer", "tcPlan", "tcSeats", "tcSpend"] },
+        { "id": "tcCustomer", "component": "Col", "label": "Customer", "type": "string", "data": ["Acme Corp", "Globex", "Wayne Enterprises", "Stark Industries", "Hooli", "Initech", "Umbrella Corp", "Massive Dynamic", "Cyberdyne", "Aperture Labs"] },
+        { "id": "tcPlan", "component": "Col", "label": "Plan", "type": "string", "data": ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Growth", "Growth", "Growth", "Growth", "Starter", "Starter"] },
+        { "id": "tcSeats", "component": "Col", "label": "Seats", "type": "number", "data": [320, 285, 240, 210, 180, 165, 140, 120, 110, 95] },
+        { "id": "tcSpend", "component": "Col", "label": "Monthly Spend", "type": "string", "data": ["$18,400", "$16,200", "$14,900", "$12,750", "$9,840", "$8,600", "$7,300", "$6,150", "$4,980", "$4,200"] },
+
+        { "id": "riskRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["riskCard", "paymentsCard"] },
+        { "id": "riskCard", "component": "Card", "weight": 1, "children": ["riskHead", "riskList"] },
+        { "id": "riskHead", "component": "CardHeader", "title": "Accounts at Risk", "subtitle": "5 accounts need attention" },
+        { "id": "riskList", "component": "ListBlock", "variant": "number", "items": ["risk1", "risk2", "risk3", "risk4", "risk5"] },
+        { "id": "risk1", "component": "ListItem", "title": "Initech", "subtitle": "Usage down 62% over the last 30 days" },
+        { "id": "risk2", "component": "ListItem", "title": "Cyberdyne", "subtitle": "3 consecutive failed payments" },
+        { "id": "risk3", "component": "ListItem", "title": "Umbrella Corp", "subtitle": "Champion left the company — no active admin" },
+        { "id": "risk4", "component": "ListItem", "title": "Soylent", "subtitle": "Renews in 14 days with no response to outreach" },
+        { "id": "risk5", "component": "ListItem", "title": "Vandelay Industries", "subtitle": "5 unresolved support tickets · CSAT 1/5" },
+        { "id": "paymentsCard", "component": "Card", "weight": 1, "children": ["paymentsHead", "paymentsTable"] },
+        { "id": "paymentsHead", "component": "CardHeader", "title": "Failed Payments", "subtitle": "$8,220 at stake — retry to recover" },
+        { "id": "paymentsTable", "component": "Table", "columns": ["fpCustomer", "fpAmount", "fpDate", "fpRetry"] },
+        { "id": "fpCustomer", "component": "Col", "label": "Customer", "type": "string", "data": ["Vandelay Industries", "Dunder Mifflin", "Pied Piper", "Cyberdyne"] },
+        { "id": "fpAmount", "component": "Col", "label": "Amount", "type": "string", "data": ["$2,150", "$890", "$1,200", "$4,980"] },
+        { "id": "fpDate", "component": "Col", "label": "Failed On", "type": "string", "data": ["Oct 28", "Oct 27", "Oct 25", "Oct 22"] },
+        { "id": "fpRetry", "component": "Col", "label": "Retry Payment", "type": "action", "data": ["Retry", "Retry", "Retry", "Retry"] },
+
+        { "id": "adoptRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["adoptCard", "seatsCard"] },
+        { "id": "adoptCard", "component": "Card", "weight": 1, "gap": "m", "children": ["adoptHead", "adopt1", "adopt2", "adopt3"] },
+        { "id": "adoptHead", "component": "CardHeader", "title": "New Feature Adoption", "subtitle": "% of active customers using each of the 3 newest features" },
+        { "id": "adopt1", "component": "Progress", "label": "AI Insights · launched Aug — 68%", "value": 68 },
+        { "id": "adopt2", "component": "Progress", "label": "Slack Integration · launched Sep — 54%", "value": 54 },
+        { "id": "adopt3", "component": "Progress", "label": "Custom Dashboards · launched Oct — 31%", "value": 31 },
+        { "id": "seatsCard", "component": "Card", "weight": 1, "gap": "s", "children": ["seatsHead", "seatsVal", "seatsBar", "seatsNote"] },
+        { "id": "seatsHead", "component": "CardHeader", "title": "Seat Utilization", "subtitle": "Across all customer accounts" },
+        { "id": "seatsVal", "component": "TextContent", "text": "1,847 / 2,400 seats", "size": "large-heavy" },
+        { "id": "seatsBar", "component": "Progress", "label": "77% of provisioned seats in use", "value": 77 },
+        { "id": "seatsNote", "component": "TextContent", "text": "142 seats idle 30+ days — reclaiming them saves ≈ $7,100/mo.", "size": "small" },
+
+        { "id": "inviteCard", "component": "Card", "children": ["inviteHead", "inviteForm"] },
+        { "id": "inviteHead", "component": "CardHeader", "title": "Invite an Admin", "subtitle": "They'll receive an email with a secure link to join your team." },
+        { "id": "inviteForm", "component": "Form", "name": "invite_admin", "buttons": "inviteButtons", "fields": ["fcInviteEmail", "fcInviteRole"] },
+        { "id": "fcInviteEmail", "component": "FormControl", "label": "Work email", "input": "inviteEmail", "hint": "Must match your company domain" },
+        { "id": "inviteEmail", "component": "Input", "name": "email", "type": "email", "placeholder": "teammate@acme.com", "rules": ["required", "email"] },
+        { "id": "fcInviteRole", "component": "FormControl", "label": "Role", "input": "inviteRole" },
+        { "id": "inviteRole", "component": "Select", "name": "role", "value": "admin", "items": ["roleAdmin", "roleBilling", "roleRead"] },
+        { "id": "roleAdmin", "component": "SelectItem", "value": "admin", "label": "Admin — full access" },
+        { "id": "roleBilling", "component": "SelectItem", "value": "billing", "label": "Billing — invoices & plans" },
+        { "id": "roleRead", "component": "SelectItem", "value": "read_only", "label": "Read-only — reports only" },
+        { "id": "inviteButtons", "component": "Buttons", "buttons": ["inviteBtn"] },
+        { "id": "inviteBtn", "component": "Button", "label": "Send invite", "variant": "primary", "action": ["invite_admin"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All 13 requirements are on screen: the four KPI cards (1, 2, 3, 10), the reporting-period selector plus custom date range in the header (11), the 13-week signups line chart (4), the plan-split donut (5), the top-10 customers table with seats and spend (6), the at-risk list with reasons (7), the failed-payments table with a per-row Retry action (8), the three feature-adoption progress bars (9), company-wide seat utilization (12), and the invite-an-admin form with role selection (13). Want me to wire the period selector to actually refresh the figures, or add a follow-up like an export button?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..4611208ab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r3.txt
@@ -0,0 +1,113 @@
+Here's the SaaS Admin Overview dashboard — a single screen covering all 13 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "admin-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#4F46E5", "agentDisplayName": "Admin Overview" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "admin-overview",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "periodControl", "kpiRow", "chartsRow", "topCustomersCard", "riskCard", "failedPaymentsCard", "adoptionCard", "utilizationCard", "inviteDialog"] },
+
+      { "id": "header", "component": "CardHeader", "title": "SaaS Admin Overview", "subtitle": "Company health at a glance — revenue, customers, risk, and adoption" },
+
+      { "id": "periodControl", "component": "FormControl", "label": "Reporting Period", "input": "periodSelect", "hint": "All metrics below update based on this selection" },
+      { "id": "periodSelect", "component": "Select", "name": "reportingPeriod", "placeholder": "Select period", "value": "last_90_days", "items": ["period7", "period30", "period90", "period365"] },
+      { "id": "period7", "component": "SelectItem", "value": "last_7_days", "label": "Last 7 days" },
+      { "id": "period30", "component": "SelectItem", "value": "last_30_days", "label": "Last 30 days" },
+      { "id": "period90", "component": "SelectItem", "value": "last_90_days", "label": "Last 90 days" },
+      { "id": "period365", "component": "SelectItem", "value": "last_12_months", "label": "Last 12 months" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiMrr", "kpiArr", "kpiChurn", "kpiNps"] },
+      { "id": "kpiMrr", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["kpiMrrLabel", "kpiMrrValue", "kpiMrrSub"] },
+      { "id": "kpiMrrLabel", "component": "TextContent", "text": "Monthly Recurring Revenue", "size": "small" },
+      { "id": "kpiMrrValue", "component": "TextContent", "text": "$412,800", "size": "large-heavy" },
+      { "id": "kpiMrrSub", "component": "TextContent", "text": "+6.2% vs last month", "size": "small" },
+      { "id": "kpiArr", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["kpiArrLabel", "kpiArrValue", "kpiArrSub"] },
+      { "id": "kpiArrLabel", "component": "TextContent", "text": "Annual Recurring Revenue", "size": "small" },
+      { "id": "kpiArrValue", "component": "TextContent", "text": "$4.95M", "size": "large-heavy" },
+      { "id": "kpiArrSub", "component": "TextContent", "text": "+18.4% YoY", "size": "small" },
+      { "id": "kpiChurn", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["kpiChurnLabel", "kpiChurnValue", "kpiChurnSub"] },
+      { "id": "kpiChurnLabel", "component": "TextContent", "text": "Churn This Month", "size": "small" },
+      { "id": "kpiChurnValue", "component": "TextContent", "text": "2.1%", "size": "large-heavy" },
+      { "id": "kpiChurnSub", "component": "TextContent", "text": "14 accounts · $8.6K MRR lost", "size": "small" },
+      { "id": "kpiNps", "component": "Card", "variant": "card", "gap": "xs", "weight": 1, "children": ["kpiNpsLabel", "kpiNpsValue", "kpiNpsSub"] },
+      { "id": "kpiNpsLabel", "component": "TextContent", "text": "Current NPS", "size": "small" },
+      { "id": "kpiNpsValue", "component": "TextContent", "text": "47", "size": "large-heavy" },
+      { "id": "kpiNpsSub", "component": "TextContent", "text": "1,238 responses · up from 42", "size": "small" },
+
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["signupsCard", "planCard"] },
+      { "id": "signupsCard", "component": "Card", "variant": "card", "gap": "s", "weight": 2, "children": ["signupsHeader", "signupsChart", "signupSeries"] },
+      { "id": "signupsHeader", "component": "CardHeader", "title": "New Signups — Past 90 Days", "subtitle": "Weekly new accounts" },
+      { "id": "signupsChart", "component": "LineChart", "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"], "series": ["signupSeries"], "variant": "natural", "xLabel": "Week", "yLabel": "Signups" },
+      { "id": "signupSeries", "component": "Series", "category": "New signups", "values": [42, 51, 47, 63, 58, 72, 66, 78, 81, 74, 90, 95, 102] },
+      { "id": "planCard", "component": "Card", "variant": "card", "gap": "s", "weight": 1, "children": ["planHeader", "planChart"] },
+      { "id": "planHeader", "component": "CardHeader", "title": "Customers by Plan", "subtitle": "Active paying accounts" },
+      { "id": "planChart", "component": "PieChart", "labels": ["Starter", "Growth", "Business", "Enterprise"], "values": [512, 348, 176, 64], "variant": "donut" },
+
+      { "id": "topCustomersCard", "component": "Card", "variant": "card", "gap": "s", "children": ["topCustomersHeader", "topCustomersTable", "tcName", "tcPlan", "tcSeats", "tcSpend"] },
+      { "id": "topCustomersHeader", "component": "CardHeader", "title": "Top 10 Customers", "subtitle": "By monthly spend, with seat counts" },
+      { "id": "topCustomersTable", "component": "Table", "columns": ["tcName", "tcPlan", "tcSeats", "tcSpend"] },
+      { "id": "tcName", "component": "Col", "label": "Customer", "data": ["Acme Corp", "Globex", "Initech", "Umbrella", "Hooli", "Stark Industries", "Wayne Enterprises", "Massive Dynamic", "Cyberdyne", "Aperture Labs"] },
+      { "id": "tcPlan", "component": "Col", "label": "Plan", "data": ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Enterprise", "Enterprise", "Business", "Business", "Growth"] },
+      { "id": "tcSeats", "component": "Col", "label": "Seats", "type": "number", "data": [420, 380, 210, 295, 160, 250, 230, 140, 120, 95] },
+      { "id": "tcSpend", "component": "Col", "label": "Monthly Spend", "type": "number", "data": ["$18,400", "$16,900", "$9,800", "$12,300", "$7,400", "$11,100", "$10,600", "$6,800", "$6,200", "$4,950"] },
+
+      { "id": "riskCard", "component": "Card", "variant": "card", "gap": "s", "children": ["riskHeader", "riskTable", "riskAccount", "riskReason", "riskArr"] },
+      { "id": "riskHeader", "component": "CardHeader", "title": "Accounts at Risk", "subtitle": "Flagged by health score this week" },
+      { "id": "riskTable", "component": "Table", "columns": ["riskAccount", "riskReason", "riskArr"] },
+      { "id": "riskAccount", "component": "Col", "label": "Account", "data": ["Soylent Corp", "Tyrell Corp", "Vandelay Industries", "Dunder Mifflin", "Prestige Worldwide"] },
+      { "id": "riskReason", "component": "Col", "label": "Reason", "data": ["Login activity down 80% in 30 days", "Champion left the company", "Contract renewal in 14 days, no engagement", "3 failed payments in a row", "Support tickets up 4x, unresolved escalations"] },
+      { "id": "riskArr", "component": "Col", "label": "ARR at Risk", "data": ["$36K", "$58K", "$21K", "$17K", "$12K"] },
+
+      { "id": "failedPaymentsCard", "component": "Card", "variant": "card", "gap": "s", "children": ["failedHeader", "failedList", "fp1", "fp2", "fp3", "fp4"] },
+      { "id": "failedHeader", "component": "CardHeader", "title": "Failed Payments", "subtitle": "Retry a payment directly from this list" },
+      { "id": "failedList", "component": "ListBlock", "items": ["fp1", "fp2", "fp3", "fp4"] },
+      { "id": "fp1", "component": "ListItem", "title": "Dunder Mifflin — $1,420", "subtitle": "Card declined · Visa ending 4412 · Failed Feb 18", "actionLabel": "Retry" },
+      { "id": "fp2", "component": "ListItem", "title": "Gizmonic Institute — $890", "subtitle": "Insufficient funds · ACH · Failed Feb 17", "actionLabel": "Retry" },
+      { "id": "fp3", "component": "ListItem", "title": "Bluth Company — $2,150", "subtitle": "Card expired · Mastercard ending 8871 · Failed Feb 16", "actionLabel": "Retry" },
+      { "id": "fp4", "component": "ListItem", "title": "Oceanic Airlines — $640", "subtitle": "Do not honor · Amex ending 1005 · Failed Feb 15", "actionLabel": "Retry" },
+
+      { "id": "adoptionCard", "component": "Card", "variant": "card", "gap": "s", "children": ["adoptionHeader", "adoptionChart", "adoptionSeries"] },
+      { "id": "adoptionHeader", "component": "CardHeader", "title": "New Feature Adoption", "subtitle": "% of active accounts using each of the 3 newest features" },
+      { "id": "adoptionChart", "component": "HorizontalBarChart", "labels": ["AI Report Builder", "Slack Notifications", "Custom SSO / SCIM"], "series": ["adoptionSeries"], "xLabel": "Adoption %", "yLabel": "Feature" },
+      { "id": "adoptionSeries", "component": "Series", "category": "Adoption", "values": [64, 41, 23] },
+
+      { "id": "utilizationCard", "component": "Card", "variant": "card", "gap": "s", "children": ["utilizationHeader", "utilizationText", "utilizationProgress"] },
+      { "id": "utilizationHeader", "component": "CardHeader", "title": "Seat Utilization — Company Wide", "subtitle": "Active seats vs. total purchased seats across all accounts" },
+      { "id": "utilizationText", "component": "TextContent", "text": "9,282 of 11,950 seats active (78%). 312 accounts are above 90% utilization — good expansion targets." },
+      { "id": "utilizationProgress", "component": "Progress", "value": 78, "label": "Seats in use" },
+
+      { "id": "inviteDialog", "component": "DialogBlock", "triggerLabel": "Invite Admin", "title": "Invite a New Admin", "description": "They'll receive an email invitation to join this workspace.", "triggerVariant": "default", "content": ["inviteText", "inviteEmail", "inviteRoleControl", "inviteSend"] },
+      { "id": "inviteText", "component": "TextContent", "text": "Enter the email and role for the new administrator." },
+      { "id": "inviteEmail", "component": "Input", "name": "inviteEmail", "placeholder": "admin@company.com", "type": "email", "rules": ["required"] },
+      { "id": "inviteRoleControl", "component": "FormControl", "label": "Role", "input": "inviteRole" },
+      { "id": "inviteRole", "component": "Select", "name": "inviteRole", "placeholder": "Select role", "value": "admin", "items": ["roleAdmin", "roleBilling", "roleReadonly"] },
+      { "id": "roleAdmin", "component": "SelectItem", "value": "admin", "label": "Full Admin" },
+      { "id": "roleBilling", "component": "SelectItem", "value": "billing", "label": "Billing Admin" },
+      { "id": "roleReadonly", "component": "SelectItem", "value": "readonly", "label": "Read-only" },
+      { "id": "inviteSend", "component": "Button", "label": "Send Invitation", "variant": "primary" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 13 items are covered:
+1. **MRR** and 2. **ARR** — KPI cards at top; 3. **Churn** and 10. **NPS** — also KPI cards.
+4. **Signups (90 days)** — 13-week line chart; 5. **Customers by plan** — donut chart.
+6. **Top 10 customers** — table with seats and spend; 7. **At-risk accounts** — table with reasons and ARR at risk.
+8. **Failed payments** — list with a **Retry** action per item.
+9. **Feature adoption** — horizontal bar chart for the 3 newest features.
+11. **Reporting period** — dropdown selector (7/30/90 days, 12 months).
+12. **Seat utilization** — progress bar with expansion note.
+13. **Invite admin** — dialog with email, role, and send button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..91c1bdcec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b4-saas__r4.txt
@@ -0,0 +1,94 @@
+Here's your SaaS admin overview — a single screen covering all 13 items: KPIs (MRR, ARR, churn, NPS), signups trend, plan split, top customers, at-risk accounts, failed payments with retry, feature adoption, seat utilization, reporting period control, and an invite-admin form.
+
+<a2ui-json>
+[
+  {"version": "v0.9", "createSurface": {"surfaceId": "admin-overview", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#2563EB", "agentDisplayName": "SaaS Admin Overview"}}},
+  {"version": "v0.9", "updateComponents": {"surfaceId": "admin-overview", "components": [
+    {"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "periodCard", "kpiRow", "mainRow", "row2", "row3", "row4", "inviteCard"]},
+
+    {"id": "header", "component": "CardHeader", "title": "Admin Overview", "subtitle": "Company health, revenue, customers and adoption"},
+
+    {"id": "periodCard", "component": "Card", "variant": "sunk", "direction": "row", "align": "center", "justify": "between", "gap": "m", "children": ["periodLabel", "periodSelect"]},
+    {"id": "periodLabel", "component": "TextContent", "text": "**Reporting period** (applies to all metrics below)", "size": "small"},
+    {"id": "periodSelect", "component": "Select", "name": "reportingPeriod", "items": ["pi1", "pi2", "pi3", "pi4"], "value": "last30", "size": "medium"},
+    {"id": "pi1", "component": "SelectItem", "value": "last30", "label": "Last 30 days"},
+    {"id": "pi2", "component": "SelectItem", "value": "last90", "label": "Last 90 days"},
+    {"id": "pi3", "component": "SelectItem", "value": "last12m", "label": "Last 12 months"},
+    {"id": "pi4", "component": "SelectItem", "value": "ytd", "label": "Year to date"},
+
+    {"id": "kpiRow", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiMrr", "kpiArr", "kpiChurn", "kpiNps"]},
+    {"id": "kpiMrr", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["mrrLabel", "mrrValue", "mrrDelta"]},
+    {"id": "mrrLabel", "component": "TextContent", "text": "Monthly Recurring Revenue", "size": "small"},
+    {"id": "mrrValue", "component": "TextContent", "text": "$128,400", "size": "large-heavy"},
+    {"id": "mrrDelta", "component": "Tag", "text": "+4.2% MoM", "variant": "success"},
+    {"id": "kpiArr", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["arrLabel", "arrValue", "arrDelta"]},
+    {"id": "arrLabel", "component": "TextContent", "text": "Annual Recurring Revenue", "size": "small"},
+    {"id": "arrValue", "component": "TextContent", "text": "$1.54M", "size": "large-heavy"},
+    {"id": "arrDelta", "component": "Tag", "text": "+18% YoY", "variant": "success"},
+    {"id": "kpiChurn", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["churnLabel", "churnValue", "churnDelta"]},
+    {"id": "churnLabel", "component": "TextContent", "text": "Churn This Month", "size": "small"},
+    {"id": "churnValue", "component": "TextContent", "text": "2.1% (14 accounts)", "size": "large-heavy"},
+    {"id": "churnDelta", "component": "Tag", "text": "↑ 0.4 pts", "variant": "warning"},
+    {"id": "kpiNps", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["npsLabel", "npsValue", "npsDelta"]},
+    {"id": "npsLabel", "component": "TextContent", "text": "Current NPS", "size": "small"},
+    {"id": "npsValue", "component": "TextContent", "text": "42", "size": "large-heavy"},
+    {"id": "npsDelta", "component": "Tag", "text": "+3 since Q2", "variant": "info"},
+
+    {"id": "mainRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["signupsCard", "plansCard"]},
+    {"id": "signupsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["signupsHeader", "signupsChart"]},
+    {"id": "signupsHeader", "component": "CardHeader", "title": "New Signups — Past 90 Days", "subtitle": "Weekly new accounts"},
+    {"id": "signupsChart", "component": "LineChart", "labels": ["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12"], "series": ["signupSeries"], "variant": "natural", "xLabel": "Week", "yLabel": "Signups"},
+    {"id": "signupSeries", "component": "Series", "category": "New signups", "values": [42, 55, 48, 61, 74, 68, 82, 79, 91, 88, 103, 97]},
+    {"id": "plansCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["plansHeader", "plansChart"]},
+    {"id": "plansHeader", "component": "CardHeader", "title": "Customers by Plan"},
+    {"id": "plansChart", "component": "PieChart", "labels": ["Starter", "Growth", "Scale", "Enterprise"], "values": [380, 210, 95, 32], "variant": "donut"},
+
+    {"id": "row2", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["topCustCard", "riskCard"]},
+    {"id": "topCustCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 3, "children": ["topCustHeader", "topCustTable"]},
+    {"id": "topCustHeader", "component": "CardHeader", "title": "10 Largest Customers", "subtitle": "By monthly spend"},
+    {"id": "topCustTable", "component": "Table", "columns": ["tcName", "tcSeats", "tcSpend"]},
+    {"id": "tcName", "component": "Col", "label": "Customer", "data": ["Acme Corp", "Globex", "Initech", "Umbrella Inc", "Hooli", "Stark Industries", "Wayne Enterprises", "Cyberdyne", "Massive Dynamic", "Aperture Labs"], "type": "string"},
+    {"id": "tcSeats", "component": "Col", "label": "Seats", "data": [420, 350, 290, 260, 240, 210, 180, 160, 140, 120], "type": "number"},
+    {"id": "tcSpend", "component": "Col", "label": "Monthly Spend", "data": ["$12,600", "$10,400", "$8,900", "$8,100", "$7,500", "$6,800", "$5,900", "$5,200", "$4,600", "$4,100"], "type": "string"},
+
+    {"id": "riskCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["riskHeader", "riskTable"]},
+    {"id": "riskHeader", "component": "CardHeader", "title": "Accounts at Risk", "subtitle": "Flagged in the last 14 days"},
+    {"id": "riskTable", "component": "Table", "columns": ["rkName", "rkReason"]},
+    {"id": "rkName", "component": "Col", "label": "Account", "data": ["Tyrell Corp", "Soylent Co", "Wonka Industries", "Oscorp"], "type": "string"},
+    {"id": "rkReason", "component": "Col", "label": "Reason", "data": ["Usage down 62% in 30 days", "Champion left the company", "3 failed payments in a row", "Contract renewal in 30 days, no engagement"], "type": "string"},
+
+    {"id": "row3", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["payCard", "adoptCard"]},
+    {"id": "payCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 3, "children": ["payHeader", "payTable"]},
+    {"id": "payHeader", "component": "CardHeader", "title": "Failed Payments", "subtitle": "Retry directly from this table"},
+    {"id": "payTable", "component": "Table", "columns": ["fpAcct", "fpAmount", "fpRetry"]},
+    {"id": "fpAcct", "component": "Col", "label": "Account", "data": ["Soylent Co", "Gringotts LLC", "Dunder Mifflin", "Bluth Company"], "type": "string"},
+    {"id": "fpAmount", "component": "Col", "label": "Amount", "data": ["$1,250", "$640", "$2,100", "$480"], "type": "string"},
+    {"id": "fpRetry", "component": "Col", "label": "Action", "data": ["Retry", "Retry", "Retry", "Retry"], "type": "action"},
+
+    {"id": "adoptCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["adoptHeader", "adopt1", "adopt2", "adopt3"]},
+    {"id": "adoptHeader", "component": "CardHeader", "title": "New Feature Adoption", "subtitle": "% of active accounts using each feature"},
+    {"id": "adopt1", "component": "Progress", "value": 68, "label": "AI Report Builder — 68%"},
+    {"id": "adopt2", "component": "Progress", "value": 45, "label": "Slack Alerts Integration — 45%"},
+    {"id": "adopt3", "component": "Progress", "value": 22, "label": "Custom SSO Roles — 22%"},
+
+    {"id": "row4", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["seatHeader", "seatChart"]},
+    {"id": "seatHeader", "component": "CardHeader", "title": "Seat Utilization", "subtitle": "Active vs. provisioned seats across the company"},
+    {"id": "seatChart", "component": "SingleStackedBarChart", "labels": ["Active", "Inactive", "Unassigned"], "values": [1240, 310, 150]},
+
+    {"id": "inviteCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["inviteHeader", "inviteForm"]},
+    {"id": "inviteHeader", "component": "CardHeader", "title": "Invite Another Admin", "subtitle": "They'll receive an email invitation with admin privileges"},
+    {"id": "inviteForm", "component": "Form", "name": "inviteAdmin", "fields": ["invEmailCtrl", "invRoleCtrl"], "buttons": "inviteButtons"},
+    {"id": "invEmailCtrl", "component": "FormControl", "label": "Email address", "input": "invEmail", "hint": "Work email of the new admin"},
+    {"id": "invEmail", "component": "Input", "name": "adminEmail", "placeholder": "name@company.com", "type": "email", "rules": [{"required": true}]},
+    {"id": "invRoleCtrl", "component": "FormControl", "label": "Role", "input": "invRole"},
+    {"id": "invRole", "component": "Select", "name": "adminRole", "items": ["ri1", "ri2", "ri3"], "placeholder": "Select a role"},
+    {"id": "ri1", "component": "SelectItem", "value": "admin", "label": "Admin (full access)"},
+    {"id": "ri2", "component": "SelectItem", "value": "billing", "label": "Billing admin"},
+    {"id": "ri3", "component": "SelectItem", "value": "readonly", "label": "Read-only"},
+    {"id": "inviteButtons", "component": "Buttons", "buttons": ["inviteBtn"]},
+    {"id": "inviteBtn", "component": "Button", "label": "Send invitation", "variant": "primary"}
+  ]}}
+]
+</a2ui-json>
+
+All 13 items are covered: MRR/ARR/churn/NPS as KPI cards (1, 2, 3, 10), a 90-day signup line chart (4), plan-split donut (5), top-10 customers table with seats and spend (6), at-risk accounts with reasons (7), failed payments with retry actions (8), feature adoption progress bars (9), reporting-period selector (11), company-wide seat utilization bar (12), and an invite-admin form (13).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..e3ab175f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r1.txt
@@ -0,0 +1,140 @@
+Here's a full city operations center dashboard covering all 17 requirements on one screen — live KPIs up top, tabbed detail sections, district focus, and dispatch/alert action forms at the bottom.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"city-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E5FD8","agentDisplayName":"City Ops Center"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"city-ops","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["hdr","ctrl","metrics","tabs","actions"]},
+{"id":"hdr","component":"CardHeader","title":"🏙️ City Operations Center","subtitle":"Live citywide status — updated 30 seconds ago"},
+{"id":"ctrl","component":"Card","direction":"row","gap":"m","align":"end","children":["fcDistrict","focusNote"]},
+{"id":"fcDistrict","component":"FormControl","label":"Focus District","input":"selDistrict","hint":"Filters all views to one district"},
+{"id":"selDistrict","component":"Select","name":"district","placeholder":"All Districts","items":["diAll","diNorth","diSouth","diEast","diWest","diCentral"]},
+{"id":"diAll","component":"SelectItem","value":"all","label":"All Districts"},
+{"id":"diNorth","component":"SelectItem","value":"north","label":"North District"},
+{"id":"diSouth","component":"SelectItem","value":"south","label":"South District"},
+{"id":"diEast","component":"SelectItem","value":"east","label":"East District"},
+{"id":"diWest","component":"SelectItem","value":"west","label":"West District"},
+{"id":"diCentral","component":"SelectItem","value":"central","label":"Central / Downtown"},
+{"id":"focusNote","component":"TextContent","text":"13. Select a district to focus all panels on it.","size":"small"},
+{"id":"metrics","component":"Card","direction":"row","gap":"m","children":["mc1","mc2","mc3","mc4"]},
+{"id":"mc1","component":"Card","variant":"sunk","children":["mc1t","mc1s"]},
+{"id":"mc1t","component":"TextContent","text":"68 / 100","size":"large-heavy"},
+{"id":"mc1s","component":"TextContent","text":"1. Congestion right now — Moderate","size":"small"},
+{"id":"mc2","component":"Card","variant":"sunk","children":["mc2t","mc2s"]},
+{"id":"mc2t","component":"TextContent","text":"91.4%","size":"large-heavy"},
+{"id":"mc2s","component":"TextContent","text":"2. Transit on-time (buses + rail)","size":"small"},
+{"id":"mc3","component":"Card","variant":"sunk","children":["mc3t","mc3s"]},
+{"id":"mc3t","component":"TextContent","text":"14°C · ☁️","size":"large-heavy"},
+{"id":"mc3s","component":"TextContent","text":"12. Weather — overcast, wind 18 km/h","size":"small"},
+{"id":"mc4","component":"Card","variant":"sunk","children":["mc4t","mc4s"]},
+{"id":"mc4t","component":"TextContent","text":"1,240 spots","size":"large-heavy"},
+{"id":"mc4s","component":"TextContent","text":"8. Downtown parking available","size":"small"},
+
+{"id":"tabs","component":"Tabs","items":["tTraffic","tEnv","tOps"]},
+
+{"id":"tTraffic","component":"TabItem","value":"traffic","trigger":"Traffic & Streets","content":["congCard","incCard","vehCard","parkCard","roadCard"]},
+{"id":"congCard","component":"Card","children":["congH","congChart"]},
+{"id":"congH","component":"CardHeader","title":"1. Congestion by Corridor (live)"},
+{"id":"congChart","component":"BarChart","labels":["Ring Rd","Harbor Blvd","Airport Expy","Main St","Hill Ave"],"series":["congS"],"yLabel":"Congestion index"},
+{"id":"congS","component":"Series","category":"Congestion","values":[82,74,55,68,41]},
+{"id":"incCard","component":"Card","children":["incH","incTable"]},
+{"id":"incH","component":"CardHeader","title":"6. Open Incidents"},
+{"id":"incTable","component":"Table","columns":["cIid","cIloc","cIsev","cItype"]},
+{"id":"cIid","component":"Col","label":"ID","data":["INC-2041","INC-2038","INC-2035","INC-2031"]},
+{"id":"cIloc","component":"Col","label":"Location","data":["Ring Rd @ Exit 12","Harbor Blvd & 5th","Hill Ave bridge","Main St @ Central Sq"]},
+{"id":"cIsev","component":"Col","label":"Severity","data":["🔴 High","🟡 Medium","🟡 Medium","🟢 Low"]},
+{"id":"cItype","component":"Col","label":"Type","data":["Multi-vehicle crash","Flooding","Signal outage","Debris on road"]},
+{"id":"vehCard","component":"Card","children":["vehH","vehList"]},
+{"id":"vehH","component":"CardHeader","title":"7. Emergency Vehicle Deployment"},
+{"id":"vehList","component":"ListBlock","variant":"number","items":["v1","v2","v3","v4"]},
+{"id":"v1","component":"ListItem","title":"🚑 Ambulance A-12","subtitle":"En route to Ring Rd @ Exit 12 (INC-2041)"},
+{"id":"v2","component":"ListItem","title":"🚒 Engine E-4","subtitle":"Staged at Harbor Blvd pump station"},
+{"id":"v3","component":"ListItem","title":"🚓 Police Units P-7, P-9","subtitle":"Perimeter control, Central Square"},
+{"id":"v4","component":"ListItem","title":"🚑 Ambulance A-3","subtitle":"Available — North District station"},
+{"id":"parkCard","component":"Card","children":["parkH","parkTable"]},
+{"id":"parkH","component":"CardHeader","title":"8. Downtown Parking Availability"},
+{"id":"parkTable","component":"Table","columns":["cPg","cPcap","cPav"]},
+{"id":"cPg","component":"Col","label":"Garage","data":["Central Garage","Union Sq Lot","Riverside Deck","Market St Garage"]},
+{"id":"cPcap","component":"Col","label":"Capacity","data":[900,450,600,700],"type":"number"},
+{"id":"cPav","component":"Col","label":"Available","data":[310,88,502,340],"type":"number"},
+{"id":"roadCard","component":"Card","children":["roadH","roadTable"]},
+{"id":"roadH","component":"CardHeader","title":"16. Planned Roadworks This Month"},
+{"id":"roadTable","component":"Table","columns":["cRd","cRdates","cRimp"]},
+{"id":"cRd","component":"Col","label":"Road","data":["Harbor Blvd (5th–9th)","Airport Expy lane 3","Elm Street","Bridge St overpass"]},
+{"id":"cRdates","component":"Col","label":"Dates","data":["Nov 4–8","Nov 10–22","Nov 12–14","Nov 18–29"]},
+{"id":"cRimp","component":"Col","label":"Impact","data":["Lane closure","Night closures","Full closure (daytime)","One lane alternating"]},
+
+{"id":"tEnv","component":"TabItem","value":"environment","trigger":"Environment & Utilities","content":["aqCard","enCard","waCard","weCard"]},
+{"id":"aqCard","component":"Card","children":["aqH","aqChart"]},
+{"id":"aqH","component":"CardHeader","title":"3. Air Quality Index by District"},
+{"id":"aqChart","component":"BarChart","labels":["North","South","East","West","Central"],"series":["aqS"],"yLabel":"AQI"},
+{"id":"aqS","component":"Series","category":"AQI","values":[42,58,71,49,66]},
+{"id":"enCard","component":"Card","children":["enH","enChart"]},
+{"id":"enH","component":"CardHeader","title":"4. Energy Use — Past 7 Days (GWh)"},
+{"id":"enChart","component":"LineChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["enS1","enS2"],"yLabel":"GWh"},
+{"id":"enS1","component":"Series","category":"Grid demand","values":[38,41,43,42,45,36,33]},
+{"id":"enS2","component":"Series","category":"Renewable supply","values":[14,16,12,18,19,20,17]},
+{"id":"waCard","component":"Card","children":["waH","waChart"]},
+{"id":"waH","component":"CardHeader","title":"5. Water Use Today (ML)"},
+{"id":"waChart","component":"RadialChart","labels":["Residential","Commercial","Industrial"],"values":[120,74,58]},
+{"id":"weCard","component":"Card","children":["weH","weT"]},
+{"id":"weH","component":"CardHeader","title":"12. Current Weather"},
+{"id":"weT","component":"TextContent","text":"Overcast, 14°C. Wind 18 km/h from NW. Humidity 71%. Rain expected after 18:00 — monitor Harbor Blvd flooding sensors. UV low, visibility 9 km."},
+
+{"id":"tOps","component":"TabItem","value":"operations","trigger":"City Operations","content":["evCard","repCard","backCard","maintCard"]},
+{"id":"evCard","component":"Card","children":["evH","evList"]},
+{"id":"evH","component":"CardHeader","title":"9. Public Events This Weekend"},
+{"id":"evList","component":"ListBlock","variant":"number","items":["e1","e2","e3"]},
+{"id":"e1","component":"ListItem","title":"Riverside Farmers Market","subtitle":"Sat 08:00–14:00 · Riverside Park · est. 8,000 attendees"},
+{"id":"e2","component":"ListItem","title":"City Marathon (half)","subtitle":"Sun 07:00–12:00 · Central loop — road closures on Main St"},
+{"id":"e3","component":"ListItem","title":"Open-air Concert","subtitle":"Sun 18:00–22:00 · Union Square · noise permit issued"},
+{"id":"repCard","component":"Card","children":["repH","repList"]},
+{"id":"repH","component":"CardHeader","title":"10. Citizen Reports (live feed)"},
+{"id":"repList","component":"ListBlock","variant":"number","items":["r1","r2","r3"]},
+{"id":"r1","component":"ListItem","title":"Pothole reported — Oak Ave","subtitle":"2 min ago · via mobile app · unassigned"},
+{"id":"r2","component":"ListItem","title":"Streetlight out — Elm & 3rd","subtitle":"11 min ago · via hotline · unassigned"},
+{"id":"r3","component":"ListItem","title":"Missed trash pickup — West District","subtitle":"26 min ago · via web portal · unassigned"},
+{"id":"backCard","component":"Card","children":["backH","backChart"]},
+{"id":"backH","component":"CardHeader","title":"11. Service Request Backlog"},
+{"id":"backChart","component":"PieChart","variant":"donut","labels":["Roads","Sanitation","Lighting","Parks","Water"],"values":[64,41,28,17,12]},
+{"id":"maintCard","component":"Card","children":["maintH","maintTable"]},
+{"id":"maintH","component":"CardHeader","title":"17. Infrastructure Maintenance Due"},
+{"id":"maintTable","component":"Table","columns":["cMa","cMd","cMs"]},
+{"id":"cMa","component":"Col","label":"Asset","data":["Hill Ave bridge bearings","Pump station P-2","Traffic signal grid — East","Water main — Harbor district"]},
+{"id":"cMd","component":"Col","label":"Due","data":["Nov 6","Nov 9","Nov 15","Nov 21"]},
+{"id":"cMs","component":"Col","label":"Status","data":["⚠️ Overdue","Scheduled","Scheduled","Inspection pending"]},
+
+{"id":"actions","component":"Card","direction":"row","gap":"m","children":["dispForm","alertForm"]},
+{"id":"dispForm","component":"Form","name":"dispatchCrew","buttons":"btnsD","fields":["dispH","fdDist","fdType"]},
+{"id":"dispH","component":"CardHeader","title":"14. Dispatch a Crew"},
+{"id":"fdDist","component":"FormControl","label":"District","input":"sdDist"},
+{"id":"sdDist","component":"Select","name":"crewDistrict","placeholder":"Choose district","items":["ddN","ddS","ddE","ddW","ddC"],"rules":["required"]},
+{"id":"ddN","component":"SelectItem","value":"north","label":"North"},
+{"id":"ddS","component":"SelectItem","value":"south","label":"South"},
+{"id":"ddE","component":"SelectItem","value":"east","label":"East"},
+{"id":"ddW","component":"SelectItem","value":"west","label":"West"},
+{"id":"ddC","component":"SelectItem","value":"central","label":"Central"},
+{"id":"fdType","component":"FormControl","label":"Crew Type","input":"sdType"},
+{"id":"sdType","component":"Select","name":"crewType","placeholder":"Choose crew","items":["dt1","dt2","dt3"],"rules":["required"]},
+{"id":"dt1","component":"SelectItem","value":"roads","label":"Road Repair"},
+{"id":"dt2","component":"SelectItem","value":"utilities","label":"Utilities"},
+{"id":"dt3","component":"SelectItem","value":"sanitation","label":"Sanitation"},
+{"id":"btnsD","component":"Buttons","buttons":["bDispatch"]},
+{"id":"bDispatch","component":"Button","label":"Dispatch Crew","variant":"primary","action":["submit"]},
+{"id":"alertForm","component":"Form","name":"publicAlert","buttons":"btnsA","fields":["alertH","faMsg","faCh"]},
+{"id":"alertH","component":"CardHeader","title":"15. Send Public Alert"},
+{"id":"faMsg","component":"FormControl","label":"Alert Message","input":"taMsg"},
+{"id":"taMsg","component":"TextArea","name":"alertMessage","placeholder":"e.g. Road closure on Main St Sunday 07:00–12:00 for the marathon.","rows":3,"rules":["required"]},
+{"id":"faCh","component":"FormControl","label":"Channel","input":"sdCh"},
+{"id":"sdCh","component":"Select","name":"alertChannel","placeholder":"Choose channel","items":["ch1","ch2","ch3"],"rules":["required"]},
+{"id":"ch1","component":"SelectItem","value":"sms","label":"SMS to residents"},
+{"id":"ch2","component":"SelectItem","value":"app","label":"App push notification"},
+{"id":"ch3","component":"SelectItem","value":"signs","label":"Roadside message signs"},
+{"id":"btnsA","component":"Buttons","buttons":["bAlert"]},
+{"id":"bAlert","component":"Button","label":"Send Public Alert","variant":"primary","type":"destructive","action":["submit"]}
+]}}
+</a2ui-json>
+
+All 17 items are covered: KPI tiles give live congestion (1), punctuality (2), weather (12), and parking (8); the **Traffic** tab holds corridor congestion (1), open incidents with location/severity (6), emergency vehicle deployment (7), parking detail (8), and roadworks (16); **Environment & Utilities** covers air quality by district (3), weekly energy (4), today's water (5), and weather detail (12); **City Operations** covers weekend events (9), the live citizen report feed (10), the backlog breakdown (11), and maintenance-due assets (17). District focus (13), crew dispatch (14), and the public alert form (15) sit at the top and bottom for quick access.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..ea6d82e1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r2.txt
@@ -0,0 +1,868 @@
+Here's a full city operations center dashboard covering all 17 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "city-ops",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E6FD9",
+      "agentDisplayName": "CityOps Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "city-ops",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "district-focus",
+          "status-row",
+          "kpi-row",
+          "charts-row-1",
+          "charts-row-2",
+          "incidents",
+          "vehicles",
+          "events",
+          "reports",
+          "ops-row",
+          "actions"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "🌆 City Operations Center — Live Overview",
+        "subtitle": "All districts • Updated 2 min ago • Tuesday 14:32"
+      },
+      {
+        "id": "district-focus",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["df-header", "df-select", "district-items"]
+      },
+      {
+        "id": "df-header",
+        "component": "CardHeader",
+        "title": "🎯 District Focus",
+        "subtitle": "Select a district to filter all panels"
+      },
+      {
+        "id": "df-select",
+        "component": "Select",
+        "name": "district",
+        "placeholder": "All Districts",
+        "items": ["di-all", "di-north", "di-south", "di-east", "di-west", "di-dt"]
+      },
+      {
+        "id": "di-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Districts"
+      },
+      {
+        "id": "di-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "Northside"
+      },
+      {
+        "id": "di-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "Southside"
+      },
+      {
+        "id": "di-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "Eastgate"
+      },
+      {
+        "id": "di-west",
+        "component": "SelectItem",
+        "value": "west",
+        "label": "Westbrook"
+      },
+      {
+        "id": "di-dt",
+        "component": "SelectItem",
+        "value": "downtown",
+        "label": "Downtown"
+      },
+      {
+        "id": "district-items",
+        "component": "TagBlock",
+        "tags": ["Northside", "Southside", "Eastgate", "Westbrook", "Downtown"]
+      },
+      {
+        "id": "status-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["weather-card", "congestion-card", "transit-card", "water-card"]
+      },
+      {
+        "id": "weather-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["wh-header", "wh-text", "wh-temp"]
+      },
+      {
+        "id": "wh-header",
+        "component": "CardHeader",
+        "title": "🌦 Current Weather"
+      },
+      {
+        "id": "wh-text",
+        "component": "TextContent",
+        "text": "Partly cloudy, wind 14 km/h SW, humidity 58%. Rain expected ~19:00.",
+        "size": "small"
+      },
+      {
+        "id": "wh-temp",
+        "component": "TextContent",
+        "text": "21°C",
+        "size": "large-heavy"
+      },
+      {
+        "id": "congestion-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["cg-header", "cg-text", "cg-progress"]
+      },
+      {
+        "id": "cg-header",
+        "component": "CardHeader",
+        "title": "🚗 Congestion Right Now"
+      },
+      {
+        "id": "cg-text",
+        "component": "TextContent",
+        "text": "Moderate — avg speed 34 km/h on arterials. Hotspot: I-9 / Downtown interchange.",
+        "size": "small"
+      },
+      {
+        "id": "cg-progress",
+        "component": "Progress",
+        "value": 62,
+        "label": "Congestion index (0–100)"
+      },
+      {
+        "id": "transit-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["tr-header", "tr-text", "tr-progress"]
+      },
+      {
+        "id": "tr-header",
+        "component": "CardHeader",
+        "title": "🚌 Transit Punctuality"
+      },
+      {
+        "id": "tr-text",
+        "component": "TextContent",
+        "text": "On-time performance today. Bus line 14 delayed due to roadworks on Main St.",
+        "size": "small"
+      },
+      {
+        "id": "tr-progress",
+        "component": "Progress",
+        "value": 87,
+        "label": "On-time %"
+      },
+      {
+        "id": "water-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["wa-header", "wa-text", "wa-progress"]
+      },
+      {
+        "id": "wa-header",
+        "component": "CardHeader",
+        "title": "💧 Water Use Today"
+      },
+      {
+        "id": "wa-text",
+        "component": "TextContent",
+        "text": "58.4 ML consumed so far today — 4% above seasonal norm.",
+        "size": "small"
+      },
+      {
+        "id": "wa-progress",
+        "component": "Progress",
+        "value": 71,
+        "label": "vs daily capacity"
+      },
+      {
+        "id": "kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["parking-card", "backlog-card"]
+      },
+      {
+        "id": "parking-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["pk-header", "pk-chart"]
+      },
+      {
+        "id": "pk-header",
+        "component": "CardHeader",
+        "title": "🅿️ Downtown Parking Availability",
+        "subtitle": "Spaces free right now"
+      },
+      {
+        "id": "pk-chart",
+        "component": "HorizontalBarChart",
+        "labels": ["Central Garage", "Market St Lot", "Harbor Deck", "Union Sq Garage"],
+        "series": ["pk-series-1"],
+        "xLabel": "Free spaces"
+      },
+      {
+        "id": "pk-series-1",
+        "component": "Series",
+        "category": "Free spaces",
+        "values": [142, 38, 220, 17]
+      },
+      {
+        "id": "backlog-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["bl-header", "bl-chart", "bl-note"]
+      },
+      {
+        "id": "bl-header",
+        "component": "CardHeader",
+        "title": "📋 Service Request Backlog",
+        "subtitle": "Open requests by department"
+      },
+      {
+        "id": "bl-chart",
+        "component": "PieChart",
+        "labels": ["Potholes", "Streetlights", "Sanitation", "Parks", "Noise"],
+        "values": [87, 43, 61, 29, 18],
+        "variant": "donut"
+      },
+      {
+        "id": "bl-note",
+        "component": "TextContent",
+        "text": "Total backlog: 238 open requests (+12 since yesterday).",
+        "size": "small"
+      },
+      {
+        "id": "charts-row-1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["aqi-card", "energy-card"]
+      },
+      {
+        "id": "aqi-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["aqi-header", "aqi-chart", "aqi-note"]
+      },
+      {
+        "id": "aqi-header",
+        "component": "CardHeader",
+        "title": "🌫 Air Quality by District",
+        "subtitle": "Current AQI (lower is better)"
+      },
+      {
+        "id": "aqi-chart",
+        "component": "BarChart",
+        "labels": ["Northside", "Southside", "Eastgate", "Westbrook", "Downtown"],
+        "series": ["aqi-series-1"],
+        "yLabel": "AQI"
+      },
+      {
+        "id": "aqi-series-1",
+        "component": "Series",
+        "category": "AQI",
+        "values": [32, 55, 78, 41, 96]
+      },
+      {
+        "id": "aqi-note",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Downtown AQI elevated",
+        "description": "PM2.5 above advisory threshold. Consider traffic restrictions."
+      },
+      {
+        "id": "energy-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["en-header", "en-chart"]
+      },
+      {
+        "id": "en-header",
+        "component": "CardHeader",
+        "title": "⚡ Energy Use — Past 7 Days",
+        "subtitle": "Citywide MWh per day"
+      },
+      {
+        "id": "en-chart",
+        "component": "AreaChart",
+        "labels": ["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"],
+        "series": ["en-series-1", "en-series-2"],
+        "yLabel": "MWh"
+      },
+      {
+        "id": "en-series-1",
+        "component": "Series",
+        "category": "Grid draw (MWh)",
+        "values": [4120, 4380, 4210, 3650, 3580, 4470, 4100]
+      },
+      {
+        "id": "en-series-2",
+        "component": "Series",
+        "category": "Solar offset (MWh)",
+        "values": [640, 580, 610, 720, 690, 420, 660]
+      },
+      {
+        "id": "charts-row-2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["roadworks-card", "maint-card"]
+      },
+      {
+        "id": "roadworks-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["rw-header", "rw-table"]
+      },
+      {
+        "id": "rw-header",
+        "component": "CardHeader",
+        "title": "🚧 Roadworks Planned This Month"
+      },
+      {
+        "id": "rw-table",
+        "component": "Table",
+        "columns": ["rw-c1", "rw-c2", "rw-c3"]
+      },
+      {
+        "id": "rw-c1",
+        "component": "Col",
+        "label": "Location",
+        "data": ["Main St (3rd–7th)", "I-9 off-ramp", "River Rd", "Elm Ave"],
+        "type": "string"
+      },
+      {
+        "id": "rw-c2",
+        "component": "Col",
+        "label": "Dates",
+        "data": ["Jun 3–9", "Jun 10–14", "Jun 16–20", "Jun 24–28"],
+        "type": "string"
+      },
+      {
+        "id": "rw-c3",
+        "component": "Col",
+        "label": "Impact",
+        "data": ["Lane closure", "Night closures", "Full closure", "Parking ban"],
+        "type": "string"
+      },
+      {
+        "id": "maint-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["mt-header", "mt-table"]
+      },
+      {
+        "id": "mt-header",
+        "component": "CardHeader",
+        "title": "🔧 Infrastructure Jobs Due for Maintenance"
+      },
+      {
+        "id": "mt-table",
+        "component": "Table",
+        "columns": ["mt-c1", "mt-c2", "mt-c3"]
+      },
+      {
+        "id": "mt-c1",
+        "component": "Col",
+        "label": "Asset",
+        "data": ["Bridge B-12 inspection", "Pump station P-4", "Substation S-9", "Water main WM-77"],
+        "type": "string"
+      },
+      {
+        "id": "mt-c2",
+        "component": "Col",
+        "label": "Due",
+        "data": ["Overdue 3d", "Jun 5", "Jun 8", "Jun 12"],
+        "type": "string"
+      },
+      {
+        "id": "mt-c3",
+        "component": "Col",
+        "label": "Priority",
+        "data": ["Critical", "High", "Medium", "High"],
+        "type": "string"
+      },
+      {
+        "id": "incidents",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["inc-header", "inc-table"]
+      },
+      {
+        "id": "inc-header",
+        "component": "CardHeader",
+        "title": "🚨 Open Incidents",
+        "subtitle": "6 active — sorted by severity"
+      },
+      {
+        "id": "inc-table",
+        "component": "Table",
+        "columns": ["inc-c1", "inc-c2", "inc-c3", "inc-c4"]
+      },
+      {
+        "id": "inc-c1",
+        "component": "Col",
+        "label": "Type",
+        "data": ["Gas leak", "Multi-vehicle crash", "Flooding", "Power outage", "Fallen tree", "Water main break"],
+        "type": "string"
+      },
+      {
+        "id": "inc-c2",
+        "component": "Col",
+        "label": "Location",
+        "data": ["5th & Main, Downtown", "I-9 km 12, Eastgate", "River Rd, Southside", "Westbrook grid W3", "Park Lane, Northside", "Harbor St, Downtown"],
+        "type": "string"
+      },
+      {
+        "id": "inc-c3",
+        "component": "Col",
+        "label": "Severity",
+        "data": ["Critical", "High", "High", "Medium", "Low", "High"],
+        "type": "string"
+      },
+      {
+        "id": "inc-c4",
+        "component": "Col",
+        "label": "Status",
+        "data": ["Crew on site", "En route", "Monitoring", "Utility notified", "Queued", "Crew on site"],
+        "type": "string"
+      },
+      {
+        "id": "vehicles",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["veh-header", "veh-table"]
+      },
+      {
+        "id": "veh-header",
+        "component": "CardHeader",
+        "title": "🚑 Emergency Vehicle Deployment"
+      },
+      {
+        "id": "veh-table",
+        "component": "Table",
+        "columns": ["veh-c1", "veh-c2", "veh-c3"]
+      },
+      {
+        "id": "veh-c1",
+        "component": "Col",
+        "label": "Unit",
+        "data": ["Fire E-4", "Ambulance A-2", "Police P-11", "Fire E-7", "Ambulance A-5"],
+        "type": "string"
+      },
+      {
+        "id": "veh-c2",
+        "component": "Col",
+        "label": "Location",
+        "data": ["5th & Main (gas leak)", "I-9 km 12", "Downtown patrol", "Station 7 standby", "River Rd staging"],
+        "type": "string"
+      },
+      {
+        "id": "veh-c3",
+        "component": "Col",
+        "label": "State",
+        "data": ["On scene", "En route", "Patrolling", "Available", "Staged"],
+        "type": "string"
+      },
+      {
+        "id": "events",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["ev-header", "ev-list"]
+      },
+      {
+        "id": "ev-header",
+        "component": "CardHeader",
+        "title": "🎉 Public Events This Weekend"
+      },
+      {
+        "id": "ev-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["ev-1", "ev-2", "ev-3"]
+      },
+      {
+        "id": "ev-1",
+        "component": "ListItem",
+        "title": "Riverfront Food Festival — Sat 11:00–22:00",
+        "subtitle": "Southside promenade • est. 25,000 attendees • road closures on River Rd"
+      },
+      {
+        "id": "ev-2",
+        "component": "ListItem",
+        "title": "City Marathon — Sun 07:00",
+        "subtitle": "Route through Downtown & Northside • rolling closures 06:00–13:00"
+      },
+      {
+        "id": "ev-3",
+        "component": "ListItem",
+        "title": "Open-air Concert, Central Park — Sun 18:00",
+        "subtitle": "Westbrook • est. 8,000 attendees • extra transit on line 3"
+      },
+      {
+        "id": "reports",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["rep-header", "rep-live", "rep-list"]
+      },
+      {
+        "id": "rep-header",
+        "component": "CardHeader",
+        "title": "📣 Citizen Reports — Live Feed"
+      },
+      {
+        "id": "rep-live",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Live",
+        "description": "Streaming reports in real time. 14 received in the last hour."
+      },
+      {
+        "id": "rep-list",
+        "component": "ListBlock",
+        "items": ["rep-1", "rep-2", "rep-3"]
+      },
+      {
+        "id": "rep-1",
+        "component": "ListItem",
+        "title": "14:29 — Broken streetlight, Elm Ave & 12th",
+        "subtitle": "Eastgate • Category: Streetlights • #4821"
+      },
+      {
+        "id": "rep-2",
+        "component": "ListItem",
+        "title": "14:17 — Overflowing bins, Market Sq",
+        "subtitle": "Downtown • Category: Sanitation • #4820"
+      },
+      {
+        "id": "rep-3",
+        "component": "ListItem",
+        "title": "14:05 — Pothole, bike lane, Harbor St",
+        "subtitle": "Downtown • Category: Roads • #4819"
+      },
+      {
+        "id": "ops-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["dispatch-card", "alert-card"]
+      },
+      {
+        "id": "dispatch-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["disp-header", "disp-form", "disp-crew-items"]
+      },
+      {
+        "id": "disp-header",
+        "component": "CardHeader",
+        "title": "🛠 Dispatch a Crew"
+      },
+      {
+        "id": "disp-form",
+        "component": "Form",
+        "name": "dispatch_crew",
+        "buttons": "disp-buttons",
+        "fields": ["disp-f1", "disp-f2", "disp-f3"]
+      },
+      {
+        "id": "disp-f1",
+        "component": "FormControl",
+        "label": "Incident / Location",
+        "input": "disp-input-loc"
+      },
+      {
+        "id": "disp-input-loc",
+        "component": "Input",
+        "name": "location",
+        "placeholder": "e.g. Water main break, Harbor St",
+        "type": "text"
+      },
+      {
+        "id": "disp-f2",
+        "component": "FormControl",
+        "label": "Crew",
+        "input": "disp-select-crew"
+      },
+      {
+        "id": "disp-select-crew",
+        "component": "Select",
+        "name": "crew",
+        "placeholder": "Select crew",
+        "items": ["crew-1", "crew-2", "crew-3"]
+      },
+      {
+        "id": "disp-crew-items",
+        "component": "TextContent",
+        "text": "",
+        "size": "small"
+      },
+      {
+        "id": "crew-1",
+        "component": "SelectItem",
+        "value": "crew-a",
+        "label": "Roads Crew A (available)"
+      },
+      {
+        "id": "crew-2",
+        "component": "SelectItem",
+        "value": "crew-b",
+        "label": "Utilities Crew B (available)"
+      },
+      {
+        "id": "crew-3",
+        "component": "SelectItem",
+        "value": "crew-c",
+        "label": "Parks Crew C (on job until 16:00)"
+      },
+      {
+        "id": "disp-f3",
+        "component": "FormControl",
+        "label": "Notes",
+        "input": "disp-input-notes"
+      },
+      {
+        "id": "disp-input-notes",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "Access notes, equipment needed…",
+        "rows": 2
+      },
+      {
+        "id": "disp-buttons",
+        "component": "Buttons",
+        "buttons": ["disp-btn"]
+      },
+      {
+        "id": "disp-btn",
+        "component": "Button",
+        "label": "Dispatch Crew",
+        "variant": "primary"
+      },
+      {
+        "id": "alert-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["al-header", "al-form"]
+      },
+      {
+        "id": "al-header",
+        "component": "CardHeader",
+        "title": "📢 Send Public Alert"
+      },
+      {
+        "id": "al-form",
+        "component": "Form",
+        "name": "public_alert",
+        "buttons": "al-buttons",
+        "fields": ["al-f1", "al-f2", "al-f3"]
+      },
+      {
+        "id": "al-f1",
+        "component": "FormControl",
+        "label": "Area",
+        "input": "al-select-area"
+      },
+      {
+        "id": "al-select-area",
+        "component": "Select",
+        "name": "area",
+        "placeholder": "Select area",
+        "items": ["al-a1", "al-a2", "al-a3"]
+      },
+      {
+        "id": "al-a1",
+        "component": "SelectItem",
+        "value": "citywide",
+        "label": "Citywide"
+      },
+      {
+        "id": "al-a2",
+        "component": "SelectItem",
+        "value": "downtown",
+        "label": "Downtown"
+      },
+      {
+        "id": "al-a3",
+        "component": "SelectItem",
+        "value": "southside",
+        "label": "Southside"
+      },
+      {
+        "id": "al-f2",
+        "component": "FormControl",
+        "label": "Channel",
+        "input": "al-radio"
+      },
+      {
+        "id": "al-radio",
+        "component": "RadioGroup",
+        "name": "channel",
+        "items": ["al-r1", "al-r2", "al-r3"]
+      },
+      {
+        "id": "al-r1",
+        "component": "RadioItem",
+        "label": "SMS + App push",
+        "description": "Fastest reach",
+        "value": "sms"
+      },
+      {
+        "id": "al-r2",
+        "component": "RadioItem",
+        "label": "App push only",
+        "description": "Lower urgency",
+        "value": "push"
+      },
+      {
+        "id": "al-r3",
+        "component": "RadioItem",
+        "label": "Roadside signage",
+        "description": "Traffic alerts",
+        "value": "signage"
+      },
+      {
+        "id": "al-f3",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "al-input-msg"
+      },
+      {
+        "id": "al-input-msg",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "e.g. Road closure on Main St until 18:00, use alternate routes.",
+        "rows": 3
+      },
+      {
+        "id": "al-buttons",
+        "component": "Buttons",
+        "buttons": ["al-btn"]
+      },
+      {
+        "id": "al-btn",
+        "component": "Button",
+        "label": "Send Alert",
+        "variant": "primary",
+        "type": "destructive"
+      },
+      {
+        "id": "actions",
+        "component": "FollowUpBlock",
+        "items": ["fu-1", "fu-2", "fu-3"]
+      },
+      {
+        "id": "fu-1",
+        "component": "FollowUpItem",
+        "text": "Show only Downtown data"
+      },
+      {
+        "id": "fu-2",
+        "component": "FollowUpItem",
+        "text": "Escalate the gas leak incident"
+      },
+      {
+        "id": "fu-3",
+        "component": "FollowUpItem",
+        "text": "Summarize this week's trends"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This dashboard covers all 17 requirements:
+
+1. **Congestion** — live index with hotspot note
+2. **Transit punctuality** — 87% on-time with delay cause
+3. **Air quality by district** — bar chart + elevated-AQI warning callout
+4. **Energy use past week** — area chart with grid draw vs solar offset
+5. **Water use today** — consumption vs capacity
+6. **Open incidents** — table with location, severity, status
+7. **Emergency vehicles** — deployment table with unit locations and states
+8. **Downtown parking** — free spaces per garage/lot
+9. **Weekend events** — list with attendance and closure impacts
+10. **Citizen reports** — live feed callout + latest reports
+11. **Service request backlog** — donut chart by department with totals
+12. **Current weather** — conditions, temp, forecast
+13. **District focus** — selector that filters panels
+14. **Dispatch a crew** — form with location, crew, notes
+15. **Public alert** — form with area, channel, message
+16. **Roadworks this month** — schedule table with impacts
+17. **Infrastructure maintenance** — due-jobs table with priorities
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..06cdee588
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r3.txt
@@ -0,0 +1,122 @@
+Here's a complete City Operations Center dashboard covering all 17 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"city-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C86","agentDisplayName":"City Ops Center"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"city-ops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","focusRow","kpiRow","chartsRow1","chartsRow2","mainTabs","actionsRow","feedRow"]},
+{"id":"hdr","component":"CardHeader","title":"🏙️ City Operations Center","subtitle":"Live citywide status — updated 2 min ago"},
+{"id":"focusRow","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","children":["focusLabel","districtSelect"]},
+{"id":"focusLabel","component":"TextContent","text":"**Focus District (13):**","size":"small-heavy"},
+{"id":"districtSelect","component":"Select","name":"district","placeholder":"All districts","items":["diAll","diNorth","diSouth","diEast","diWest","diCentral"]},
+{"id":"diAll","component":"SelectItem","value":"all","label":"All Districts"},
+{"id":"diNorth","component":"SelectItem","value":"north","label":"North"},
+{"id":"diSouth","component":"SelectItem","value":"south","label":"South"},
+{"id":"diEast","component":"SelectItem","value":"east","label":"East"},
+{"id":"diWest","component":"SelectItem","value":"west","label":"West"},
+{"id":"diCentral","component":"SelectItem","value":"central","label":"Central"},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiCongestion","kpiTransit","kpiWeather","kpiWater"]},
+{"id":"kpiCongestion","component":"Card","variant":"card","children":["kpiCongestionTxt","kpiCongestionBar"]},
+{"id":"kpiCongestionTxt","component":"TextContent","text":"**Congestion Now (1)** — Moderate, 62% of peak capacity","size":"small"},
+{"id":"kpiCongestionBar","component":"Progress","value":62,"label":"Traffic load"},
+{"id":"kpiTransit","component":"Card","variant":"card","children":["kpiTransitTxt","kpiTransitBar"]},
+{"id":"kpiTransitTxt","component":"TextContent","text":"**Transit Punctuality (2)** — 91% on-time","size":"small"},
+{"id":"kpiTransitBar","component":"Progress","value":91,"label":"On-time %"},
+{"id":"kpiWeather","component":"Card","variant":"card","children":["kpiWeatherTxt"]},
+{"id":"kpiWeatherTxt","component":"TextContent","text":"**Weather (12)** — ⛅ 18°C, wind 14 km/h NW, humidity 55%. Rain expected tonight.","size":"small"},
+{"id":"kpiWater","component":"Card","variant":"card","children":["kpiWaterTxt","kpiWaterChart"]},
+{"id":"kpiWaterTxt","component":"TextContent","text":"**Water Use Today (5)** — 41.2 ML so far","size":"small"},
+{"id":"kpiWaterChart","component":"RadialChart","labels":["Residential","Commercial","Industrial"],"values":[58,27,15]},
+{"id":"chartsRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["aqCard","energyCard"]},
+{"id":"aqCard","component":"Card","variant":"card","children":["aqTitle","aqChart"]},
+{"id":"aqTitle","component":"TextContent","text":"**Air Quality Index by District (3)**","size":"small-heavy"},
+{"id":"aqChart","component":"BarChart","labels":["North","South","East","West","Central"],"series":["aqSeries"],"xLabel":"District","yLabel":"AQI"},
+{"id":"aqSeries","component":"Series","category":"AQI","values":[42,68,55,38,74]},
+{"id":"energyCard","component":"Card","variant":"card","children":["energyTitle","energyChart"]},
+{"id":"energyTitle","component":"TextContent","text":"**Energy Use — Past Week (4)**","size":"small-heavy"},
+{"id":"energyChart","component":"AreaChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energySeries"],"yLabel":"MWh"},
+{"id":"energySeries","component":"Series","category":"Consumption (MWh)","values":[820,790,845,810,880,760,700]},
+{"id":"chartsRow2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["parkingCard","backlogCard"]},
+{"id":"parkingCard","component":"Card","variant":"card","children":["parkingTitle","parkingChart"]},
+{"id":"parkingTitle","component":"TextContent","text":"**Downtown Parking Availability (8)**","size":"small-heavy"},
+{"id":"parkingChart","component":"PieChart","variant":"donut","labels":["Occupied","Available","Reserved"],"values":[1240,610,150]},
+{"id":"backlogCard","component":"Card","variant":"card","children":["backlogTitle","backlogChart"]},
+{"id":"backlogTitle","component":"TextContent","text":"**Service Request Backlog (11)**","size":"small-heavy"},
+{"id":"backlogChart","component":"HorizontalBarChart","labels":["Potholes","Streetlights","Sanitation","Trees","Water leaks"],"series":["backlogSeries"],"yLabel":"Open requests"},
+{"id":"backlogSeries","component":"Series","category":"Backlog","values":[87,42,63,29,18]},
+{"id":"mainTabs","component":"Tabs","items":["tabIncidents","tabVehicles","tabEvents","tabRoadworks","tabMaint"]},
+{"id":"tabIncidents","component":"TabItem","value":"incidents","trigger":"🚨 Open Incidents (6)","content":["incidentsTable"]},
+{"id":"incidentsTable","component":"Table","columns":["incLoc","incType","incSev","incTime"]},
+{"id":"incLoc","component":"Col","label":"Location","data":["Main St & 5th Ave (Central)","Harbor Bridge (South)","Elm Rd, Block 22 (West)","I-9 Exit 4 (East)"]},
+{"id":"incType","component":"Col","label":"Type","data":["Multi-vehicle collision","Gas leak","Fallen tree","Flooding"]},
+{"id":"incSev","component":"Col","label":"Severity","data":["High","Critical","Low","Medium"]},
+{"id":"incTime","component":"Col","label":"Reported","data":["08:42","09:15","07:58","09:31"]},
+{"id":"tabVehicles","component":"TabItem","value":"vehicles","trigger":"🚑 Emergency Vehicles (7)","content":["vehiclesTable"]},
+{"id":"vehiclesTable","component":"Table","columns":["vehUnit","vehType","vehLoc","vehStatus"]},
+{"id":"vehUnit","component":"Col","label":"Unit","data":["ENG-12","AMB-04","ENG-07","POL-31","AMB-09"]},
+{"id":"vehType","component":"Col","label":"Type","data":["Fire","Ambulance","Fire","Police","Ambulance"]},
+{"id":"vehLoc","component":"Col","label":"Deployed At","data":["Harbor Bridge","Main St & 5th","Station 7 (North)","I-9 Exit 4","Central Hospital"]},
+{"id":"vehStatus","component":"Col","label":"Status","data":["On scene","On scene","Standby","En route","Available"]},
+{"id":"tabEvents","component":"TabItem","value":"events","trigger":"🎉 Weekend Events (9)","content":["eventsList"]},
+{"id":"eventsList","component":"ListBlock","variant":"number","items":["ev1","ev2","ev3"]},
+{"id":"ev1","component":"ListItem","title":"Farmers Market — Central Plaza","subtitle":"Sat 08:00–14:00 · Expected 4,000 attendees · Road closure: Plaza Ave"},
+{"id":"ev2","component":"ListItem","title":"City Marathon (Half)","subtitle":"Sun 07:00–11:00 · Route through North & Central · Rolling closures"},
+{"id":"ev3","component":"ListItem","title":"Riverside Concert","subtitle":"Sat 19:00–22:00 · South District · Extra transit service scheduled"},
+{"id":"tabRoadworks","component":"TabItem","value":"roadworks","trigger":"🚧 Roadworks This Month (16)","content":["roadworksTable"]},
+{"id":"roadworksTable","component":"Table","columns":["rwLoc","rwScope","rwDates","rwImpact"]},
+{"id":"rwLoc","component":"Col","label":"Location","data":["Oak Ave (West)","Central Tunnel","Broadway (East)"]},
+{"id":"rwScope","component":"Col","label":"Scope","data":["Resurfacing","Lighting upgrade","Water main replacement"]},
+{"id":"rwDates","component":"Col","label":"Dates","data":["May 5–12","May 10–20","May 18–26"]},
+{"id":"rwImpact","component":"Col","label":"Traffic Impact","data":["Lane closure","Night closures only","Full closure (detour)"]},
+{"id":"tabMaint","component":"TabItem","value":"maint","trigger":"🔧 Maintenance Due (17)","content":["maintTable"]},
+{"id":"maintTable","component":"Table","columns":["mAsset","mType","mDue","mPriority"]},
+{"id":"mAsset","component":"Col","label":"Asset","data":["Pump Station 3","Bridge J-14","Substation E-2","Traffic Signal Grid C"]},
+{"id":"mType","component":"Col","label":"Job","data":["Bearing replacement","Structural inspection","Transformer service","Controller firmware update"]},
+{"id":"mDue","component":"Col","label":"Due","data":["May 8","May 11","May 15","May 22"]},
+{"id":"mPriority","component":"Col","label":"Priority","data":["High","Critical","Medium","Low"]},
+{"id":"actionsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["dispatchCard","alertCard"]},
+{"id":"dispatchCard","component":"Card","variant":"card","children":["dispatchTitle","dispatchForm"]},
+{"id":"dispatchTitle","component":"TextContent","text":"**Dispatch a Crew (14)**","size":"small-heavy"},
+{"id":"dispatchForm","component":"Form","name":"dispatchCrew","fields":["dfCrew","dfLoc","dfPriority"],"buttons":"dispatchBtns"},
+{"id":"dfCrew","component":"FormControl","label":"Crew","input":"dfCrewSelect"},
+{"id":"dfCrewSelect","component":"Select","name":"crew","placeholder":"Select crew","items":["crewA","crewB","crewC"]},
+{"id":"crewA","component":"SelectItem","value":"roads-4","label":"Roads Crew 4"},
+{"id":"crewB","component":"SelectItem","value":"utility-2","label":"Utility Crew 2"},
+{"id":"crewC","component":"SelectItem","value":"parks-1","label":"Parks Crew 1"},
+{"id":"dfLoc","component":"FormControl","label":"Location","input":"dfLocInput"},
+{"id":"dfLocInput","component":"Input","name":"location","placeholder":"Street address or landmark"},
+{"id":"dfPriority","component":"FormControl","label":"Priority","input":"dfPriorityRadio"},
+{"id":"dfPriorityRadio","component":"RadioGroup","name":"priority","defaultValue":"normal","items":["prLow","prNormal","prUrgent"]},
+{"id":"prLow","component":"RadioItem","label":"Low","description":"Within 48h","value":"low"},
+{"id":"prNormal","component":"RadioItem","label":"Normal","description":"Today","value":"normal"},
+{"id":"prUrgent","component":"RadioItem","label":"Urgent","description":"Immediately","value":"urgent"},
+{"id":"dispatchBtns","component":"Buttons","buttons":["dispatchBtn"]},
+{"id":"dispatchBtn","component":"Button","label":"Dispatch Crew","variant":"primary"},
+{"id":"alertCard","component":"Card","variant":"card","children":["alertTitle","alertForm"]},
+{"id":"alertTitle","component":"TextContent","text":"**Send Public Alert (15)**","size":"small-heavy"},
+{"id":"alertForm","component":"Form","name":"publicAlert","fields":["afDistrict","afMsg"],"buttons":"alertBtns"},
+{"id":"afDistrict","component":"FormControl","label":"Target Area","input":"afDistrictSelect"},
+{"id":"afDistrictSelect","component":"Select","name":"alertArea","placeholder":"Citywide","items":["alAll","alNorth","alSouth","alEast","alWest","alCentral"]},
+{"id":"alAll","component":"SelectItem","value":"all","label":"Citywide"},
+{"id":"alNorth","component":"SelectItem","value":"north","label":"North"},
+{"id":"alSouth","component":"SelectItem","value":"south","label":"South"},
+{"id":"alEast","component":"SelectItem","value":"east","label":"East"},
+{"id":"alWest","component":"SelectItem","value":"west","label":"West"},
+{"id":"alCentral","component":"SelectItem","value":"central","label":"Central"},
+{"id":"afMsg","component":"FormControl","label":"Alert Message","input":"afMsgInput"},
+{"id":"afMsgInput","component":"TextArea","name":"message","placeholder":"e.g. Road closure on Main St due to flooding — avoid the area.","rows":3},
+{"id":"alertBtns","component":"Buttons","buttons":["alertBtn"]},
+{"id":"alertBtn","component":"Button","label":"Send Alert","variant":"primary","type":"destructive"},
+{"id":"feedRow","component":"Card","variant":"card","children":["feedTitle","feedList"]},
+{"id":"feedTitle","component":"TextContent","text":"**Citizen Reports — Live Feed (10)**","size":"small-heavy"},
+{"id":"feedList","component":"ListBlock","variant":"number","items":["cr1","cr2","cr3","cr4"]},
+{"id":"cr1","component":"ListItem","title":"Broken streetlight on Cedar Lane","subtitle":"2 min ago · West District · #CR-8841 · Auto-routed to Streetlights"},
+{"id":"cr2","component":"ListItem","title":"Overflowing bins at Riverside Park","subtitle":"9 min ago · South District · #CR-8840 · Auto-routed to Sanitation"},
+{"id":"cr3","component":"ListItem","title":"Deep pothole near school crossing","subtitle":"14 min ago · North District · #CR-8839 · Flagged high priority"},
+{"id":"cr4","component":"ListItem","title":"Noise complaint — construction after hours","subtitle":"21 min ago · Central · #CR-8838 · Pending review"}
+]}}
+</a2ui-json>
+
+The dashboard covers all 17 items: KPI cards for congestion (1), punctuality (2), weather (12), and water (5); charts for air quality (3), energy (4), parking (8), and backlog (11); tabbed tables for incidents (6), vehicle deployments (7), events (9), roadworks (16), and maintenance (17); a district focus selector (13); dispatch (14) and public alert (15) forms; and a live citizen reports feed (10). Want me to wire the district selector to actually filter the charts, or add more detail to any section?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..6c55a3663
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-city__r4.txt
@@ -0,0 +1,120 @@
+Here's a complete city operations center dashboard covering all 17 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"city-ops","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"City Operations Center"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"city-ops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","focusCard","alertCard","tabsMain"]},
+{"id":"header","component":"CardHeader","title":"City Operations Center","subtitle":"Live overview — all districts"},
+
+{"id":"focusCard","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["fcDistrict","fcRefresh"]},
+{"id":"fcDistrict","component":"FormControl","label":"Focus District (13)","input":"districtSelect"},
+{"id":"districtSelect","component":"Select","name":"district","placeholder":"All districts","items":["dAll","dNorth","dSouth","dEast","dWest","dCentral"]},
+{"id":"dAll","component":"SelectItem","value":"all","label":"All districts"},
+{"id":"dNorth","component":"SelectItem","value":"north","label":"North"},
+{"id":"dSouth","component":"SelectItem","value":"south","label":"South"},
+{"id":"dEast","component":"SelectItem","value":"east","label":"East"},
+{"id":"dWest","component":"SelectItem","value":"west","label":"West"},
+{"id":"dCentral","component":"SelectItem","value":"central","label":"Central / Downtown"},
+{"id":"fcRefresh","component":"Button","label":"Apply Focus","variant":"primary","action":[]},
+
+{"id":"alertCard","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["fcAlertMsg","fcDispatchCrew","btnSendAlert"]},
+{"id":"fcAlertMsg","component":"FormControl","label":"Public Alert Message (15)","input":"alertMsg"},
+{"id":"alertMsg","component":"Input","name":"alertMessage","placeholder":"e.g. Road closure on 5th Ave until 18:00","type":"text"},
+{"id":"btnSendAlert","component":"Button","label":"Send Public Alert","variant":"primary","type":"destructive","action":[]},
+{"id":"fcDispatchCrew","component":"FormControl","label":"Dispatch Crew (14)","input":"crewSelect"},
+{"id":"crewSelect","component":"Select","name":"crew","placeholder":"Select crew","items":["c1","c2","c3"]},
+{"id":"c1","component":"SelectItem","value":"crew-alpha","label":"Crew Alpha — Road Maintenance"},
+{"id":"c2","component":"SelectItem","value":"crew-bravo","label":"Crew Bravo — Utilities"},
+{"id":"c3","component":"SelectItem","value":"crew-charlie","label":"Crew Charlie — Sanitation"},
+
+{"id":"tabsMain","component":"Tabs","items":["tabLive","tabInfra","tabPublic"]},
+
+{"id":"tabLive","component":"TabItem","value":"live","trigger":"Live Status","content":["liveRow1","liveRow2","liveRow3"]},
+{"id":"liveRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardCongestion","cardTransit","cardWeather"]},
+{"id":"cardCongestion","component":"Card","variant":"card","direction":"column","gap":"s","children":["hCong","chartCongestion"],"weight":1},
+{"id":"hCong","component":"CardHeader","title":"Congestion Right Now (1)"},
+{"id":"chartCongestion","component":"PieChart","variant":"donut","labels":["Free flow","Moderate","Heavy","Gridlocked"],"values":[42,31,19,8]},
+{"id":"cardTransit","component":"Card","variant":"card","direction":"column","gap":"s","children":["hTransit","progBus","progMetro","progTram"],"weight":1},
+{"id":"hTransit","component":"CardHeader","title":"Transit Punctuality (2)"},
+{"id":"progBus","component":"Progress","value":87,"label":"Bus on-time %"},
+{"id":"progMetro","component":"Progress","value":94,"label":"Metro on-time %"},
+{"id":"progTram","component":"Progress","value":78,"label":"Tram on-time %"},
+{"id":"cardWeather","component":"Card","variant":"card","direction":"column","gap":"s","children":["hWeather","txtWeather"],"weight":1},
+{"id":"hWeather","component":"CardHeader","title":"Current Weather (12)"},
+{"id":"txtWeather","component":"TextContent","text":"**18°C, Partly Cloudy**\n\nWind: 14 km/h NW\nHumidity: 62%\nRain chance: 20% this evening"},
+
+{"id":"liveRow2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardAir","cardEnergy","cardWater"]},
+{"id":"cardAir","component":"Card","variant":"card","direction":"column","gap":"s","children":["hAir","chartAir"],"weight":1},
+{"id":"hAir","component":"CardHeader","title":"Air Quality by District (3) — AQI"},
+{"id":"chartAir","component":"HorizontalBarChart","labels":["North","South","East","West","Central"],"series":["seriesAQI"],"xLabel":"AQI"},
+{"id":"seriesAQI","component":"Series","category":"AQI","values":[38,55,72,41,66]},
+{"id":"cardEnergy","component":"Card","variant":"card","direction":"column","gap":"s","children":["hEnergy","chartEnergy"],"weight":1},
+{"id":"hEnergy","component":"CardHeader","title":"Energy Use — Past Week (4)"},
+{"id":"chartEnergy","component":"LineChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["seriesEnergy"],"yLabel":"GWh"},
+{"id":"seriesEnergy","component":"Series","category":"Consumption","values":[4.2,4.5,4.3,4.6,4.9,3.8,3.5]},
+{"id":"cardWater","component":"Card","variant":"card","direction":"column","gap":"s","children":["hWater","chartWater"],"weight":1},
+{"id":"hWater","component":"CardHeader","title":"Water Use Today (5)"},
+{"id":"chartWater","component":"RadialChart","labels":["Residential","Commercial","Industrial"],"values":[58,27,15]},
+
+{"id":"liveRow3","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardIncidents","cardVehicles","cardParking"]},
+{"id":"cardIncidents","component":"Card","variant":"card","direction":"column","gap":"s","children":["hIncidents","tableIncidents"],"weight":2},
+{"id":"hIncidents","component":"CardHeader","title":"Open Incidents (6)"},
+{"id":"tableIncidents","component":"Table","columns":["colIncId","colIncLoc","colIncType","colIncSev"]},
+{"id":"colIncId","component":"Col","label":"ID","data":["INC-2041","INC-2042","INC-2043","INC-2044"],"type":"string"},
+{"id":"colIncLoc","component":"Col","label":"Location","data":["5th Ave & Main","Harbor Bridge","East Market St","North Ring Rd"],"type":"string"},
+{"id":"colIncType","component":"Col","label":"Type","data":["Traffic collision","Power outage","Water main break","Debris on road"],"type":"string"},
+{"id":"colIncSev","component":"Col","label":"Severity","data":["High","Critical","Medium","Low"],"type":"string"},
+{"id":"cardVehicles","component":"Card","variant":"card","direction":"column","gap":"s","children":["hVeh","listVehicles"],"weight":1},
+{"id":"hVeh","component":"CardHeader","title":"Emergency Vehicle Deployment (7)"},
+{"id":"listVehicles","component":"ListBlock","variant":"number","items":["veh1","veh2","veh3","veh4"]},
+{"id":"veh1","component":"ListItem","title":"Ambulance A-12","subtitle":"Staged — Central Station"},
+{"id":"veh2","component":"ListItem","title":"Fire Engine F-03","subtitle":"En route — Harbor Bridge"},
+{"id":"veh3","component":"ListItem","title":"Police Unit P-27","subtitle":"On scene — 5th Ave & Main"},
+{"id":"veh4","component":"ListItem","title":"Ambulance A-07","subtitle":"Staged — North Depot"},
+{"id":"cardParking","component":"Card","variant":"card","direction":"column","gap":"s","children":["hPark","chartParking"],"weight":1},
+{"id":"hPark","component":"CardHeader","title":"Downtown Parking Availability (8)"},
+{"id":"chartParking","component":"SingleStackedBarChart","labels":["Occupied","Available","Reserved"],"values":[62,30,8]},
+
+{"id":"tabInfra","component":"TabItem","value":"infra","trigger":"Infrastructure","content":["infraRow1","infraRow2"]},
+{"id":"infraRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardRoadworks","cardMaint"]},
+{"id":"cardRoadworks","component":"Card","variant":"card","direction":"column","gap":"s","children":["hRoad","tableRoadworks"],"weight":1},
+{"id":"hRoad","component":"CardHeader","title":"Roadworks Planned This Month (16)"},
+{"id":"tableRoadworks","component":"Table","columns":["colRwRoad","colRwDates","colRwImpact"]},
+{"id":"colRwRoad","component":"Col","label":"Road","data":["Elm Street","Coastal Hwy","Queens Blvd"],"type":"string"},
+{"id":"colRwDates","component":"Col","label":"Dates","data":["3rd–9th","12th–18th","20th–27th"],"type":"string"},
+{"id":"colRwImpact","component":"Col","label":"Impact","data":["Lane closure","Full closure (night)","Shoulder work"],"type":"string"},
+{"id":"cardMaint","component":"Card","variant":"card","direction":"column","gap":"s","children":["hMaint","tableMaint"],"weight":1},
+{"id":"hMaint","component":"CardHeader","title":"Infrastructure Maintenance Due (17)"},
+{"id":"tableMaint","component":"Table","columns":["colMjAsset","colMjDue","colMjStatus"]},
+{"id":"colMjAsset","component":"Col","label":"Asset","data":["Harbor Bridge bearings","Pump Station 4","Substation E-9","Tram Line 2 track"],"type":"string"},
+{"id":"colMjDue","component":"Col","label":"Due","data":["In 3 days","Overdue 2 days","In 1 week","In 2 weeks"],"type":"string"},
+{"id":"colMjStatus","component":"Col","label":"Status","data":["Scheduled","Escalated","Scheduled","Inspection pending"],"type":"string"},
+{"id":"infraRow2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardBacklog"]},
+{"id":"cardBacklog","component":"Card","variant":"card","direction":"column","gap":"s","children":["hBacklog","chartBacklog"],"weight":1},
+{"id":"hBacklog","component":"CardHeader","title":"Service Request Backlog (11)"},
+{"id":"chartBacklog","component":"BarChart","labels":["Potholes","Streetlights","Sanitation","Trees","Signage"],"series":["seriesBacklogOpen","seriesBacklogProgress"],"yLabel":"Requests"},
+{"id":"seriesBacklogOpen","component":"Series","category":"Open","values":[120,64,88,41,23]},
+{"id":"seriesBacklogProgress","component":"Series","category":"In Progress","values":[45,30,52,18,9]},
+
+{"id":"tabPublic","component":"TabItem","value":"public","trigger":"Public & Reports","content":["pubRow1"]},
+{"id":"pubRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["cardEvents","cardReports"]},
+{"id":"cardEvents","component":"Card","variant":"card","direction":"column","gap":"s","children":["hEvents","listEvents"],"weight":1},
+{"id":"hEvents","component":"CardHeader","title":"Public Events This Weekend (9)"},
+{"id":"listEvents","component":"ListBlock","variant":"number","items":["ev1","ev2","ev3"]},
+{"id":"ev1","component":"ListItem","title":"City Marathon","subtitle":"Sat 07:00 — Downtown loop, road closures"},
+{"id":"ev2","component":"ListItem","title":"Riverside Food Festival","subtitle":"Sat–Sun — Riverside Park"},
+{"id":"ev3","component":"ListItem","title":"Open-Air Concert","subtitle":"Sun 19:00 — Central Arena"},
+{"id":"cardReports","component":"Card","variant":"card","direction":"column","gap":"s","children":["hReports","listReports"],"weight":1},
+{"id":"hReports","component":"CardHeader","title":"Incoming Citizen Reports (10) — Live Feed"},
+{"id":"listReports","component":"ListBlock","variant":"number","items":["rep1","rep2","rep3","rep4"]},
+{"id":"rep1","component":"ListItem","title":"Fallen tree blocking sidewalk","subtitle":"2 min ago — West District"},
+{"id":"rep2","component":"ListItem","title":"Streetlight flickering","subtitle":"9 min ago — Elm Street"},
+{"id":"rep3","component":"ListItem","title":"Overflowing bin at bus stop","subtitle":"15 min ago — Central"},
+{"id":"rep4","component":"ListItem","title":"Pothole near school crossing","subtitle":"22 min ago — South District"}
+]}}
+</a2ui-json>
+
+The dashboard covers all 17 items: congestion (donut chart), transit punctuality (progress bars), air quality by district (bar chart), weekly energy (line chart), water use (radial chart), incidents with location/severity (table), emergency vehicles (list), downtown parking (stacked bar), weekend events, live citizen reports, service backlog (grouped bars), weather, district focus selector, crew dispatch, public alert input + send button, planned roadworks, and maintenance due — organized into Live Status, Infrastructure, and Public & Reports tabs.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..2119e8e44
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,202 @@
+Here is a comprehensive emergency response coordination dashboard covering all 18 requirements, organized into tabs.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "erc-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#D93025",
+      "agentDisplayName": "Emergency Response Coordination Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "erc-dashboard",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "children": ["header", "alert1", "tabs"] },
+      { "id": "header", "component": "CardHeader", "title": "🚨 Emergency Response Coordination Center", "subtitle": "Regional Disaster Response — Live Operations Dashboard" },
+      { "id": "alert1", "component": "Alert", "variant": "destructive", "title": "SEVERE WEATHER WARNING", "description": "Flash flood watch in effect for Zones B and D until 06:00 tomorrow. All field teams exercise caution." },
+
+      { "id": "tabs", "component": "Tabs", "items": ["tabOverview", "tabIncidents", "tabResources", "tabShelters", "tabRoutes", "tabComms", "tabPeople", "tabActions"] },
+
+      { "id": "tabOverview", "component": "TabItem", "value": "overview", "trigger": "Overview", "content": ["sevSummary", "rescuedCard", "donationsCard", "weatherCard"] },
+      { "id": "sevSummary", "component": "Card", "children": ["sevHeader", "sevChart"] },
+      { "id": "sevHeader", "component": "CardHeader", "title": "Overall Severity Summary", "subtitle": "Incidents by severity level across all zones" },
+      { "id": "sevChart", "component": "PieChart", "variant": "donut", "labels": ["Critical", "High", "Moderate", "Low"], "values": [4, 7, 9, 5] },
+      { "id": "rescuedCard", "component": "Card", "children": ["rescuedHeader", "rescuedTable"] },
+      { "id": "rescuedHeader", "component": "CardHeader", "title": "Rescues & Casualties (Cumulative)", "subtitle": "Since operation start" },
+      { "id": "rescuedTable", "component": "Table", "columns": ["rcCol1", "rcCol2"] },
+      { "id": "rcCol1", "component": "Col", "label": "Metric", "data": ["People Rescued", "Injured (treated)", "Casualties (confirmed)", "Missing (active search)"] },
+      { "id": "rcCol2", "component": "Col", "label": "Count", "type": "number", "data": [312, 148, 23, 11] },
+      { "id": "donationsCard", "component": "Card", "children": ["donHeader", "donChart"] },
+      { "id": "donHeader", "component": "CardHeader", "title": "Donations Received", "subtitle": "By category (USD equivalent)" },
+      { "id": "donChart", "component": "BarChart", "labels": ["Cash", "Food", "Water", "Medical", "Clothing", "Equipment"], "series": ["donSeries1"], "yLabel": "USD" },
+      { "id": "donSeries1", "component": "Series", "category": "Donations", "values": [185000, 62000, 41000, 78000, 23000, 54000] },
+      { "id": "weatherCard", "component": "Card", "children": ["wxHeader", "wxTable"] },
+      { "id": "wxHeader", "component": "CardHeader", "title": "48-Hour Weather Forecast", "subtitle": "Regional operations area" },
+      { "id": "wxTable", "component": "Table", "columns": ["wxCol1", "wxCol2", "wxCol3", "wxCol4"] },
+      { "id": "wxCol1", "component": "Col", "label": "Period", "data": ["Now – 12h", "12 – 24h", "24 – 36h", "36 – 48h"] },
+      { "id": "wxCol2", "component": "Col", "label": "Condition", "data": ["Heavy rain", "Thunderstorms", "Rain easing", "Overcast, windy"] },
+      { "id": "wxCol3", "component": "Col", "label": "Temp (°C)", "type": "number", "data": [18, 16, 15, 14] },
+      { "id": "wxCol4", "component": "Col", "label": "Flood Risk", "data": ["High", "Severe", "Moderate", "Low"] },
+
+      { "id": "tabIncidents", "component": "TabItem", "value": "incidents", "trigger": "Incidents & Zones", "content": ["incidentsCard", "zoneFocusCard", "tasksCard", "aidReqCard"] },
+      { "id": "incidentsCard", "component": "Card", "children": ["incHeader", "incTable"] },
+      { "id": "incHeader", "component": "CardHeader", "title": "Active Incidents by Zone", "subtitle": "25 active incidents across 5 zones" },
+      { "id": "incTable", "component": "Table", "columns": ["incCol1", "incCol2", "incCol3", "incCol4"] },
+      { "id": "incCol1", "component": "Col", "label": "Zone", "data": ["Zone A", "Zone A", "Zone B", "Zone B", "Zone C", "Zone C", "Zone D", "Zone D", "Zone E"] },
+      { "id": "incCol2", "component": "Col", "label": "Incident", "data": ["Building collapse", "Gas leak", "Flash flooding", "Bridge damage", "Landslide", "Power outage", "River overflow", "Trapped families", "Fire (contained)"] },
+      { "id": "incCol3", "component": "Col", "label": "Severity", "data": ["Critical", "High", "Critical", "High", "Critical", "Moderate", "Critical", "High", "Low"] },
+      { "id": "incCol4", "component": "Col", "label": "Status", "data": ["Rescue ongoing", "Contained", "Evacuating", "Assessing", "Search ongoing", "Repair crews on-site", "Evacuating", "Rescue ongoing", "Monitoring"] },
+      { "id": "zoneFocusCard", "component": "Card", "children": ["zfHeader", "zfSelect"] },
+      { "id": "zfHeader", "component": "CardHeader", "title": "Focus on a Zone", "subtitle": "Select a zone to filter all views and operations" },
+      { "id": "zfSelect", "component": "Select", "name": "focusZone", "placeholder": "Choose zone to focus…", "items": ["zfA", "zfB", "zfC", "zfD", "zfE", "zfAll"] },
+      { "id": "zfA", "component": "SelectItem", "value": "zone-a", "label": "Zone A — North District" },
+      { "id": "zfB", "component": "SelectItem", "value": "zone-b", "label": "Zone B — Riverside" },
+      { "id": "zfC", "component": "SelectItem", "value": "zone-c", "label": "Zone C — Hillcrest" },
+      { "id": "zfD", "component": "SelectItem", "value": "zone-d", "label": "Zone D — Lowlands" },
+      { "id": "zfE", "component": "SelectItem", "value": "zone-e", "label": "Zone E — East Industrial" },
+      { "id": "zfAll", "component": "SelectItem", "value": "all", "label": "All Zones" },
+      { "id": "tasksCard", "component": "Card", "children": ["taskHeader", "taskTable"] },
+      { "id": "taskHeader", "component": "CardHeader", "title": "Open Tasks", "subtitle": "With current assignee" },
+      { "id": "taskTable", "component": "Table", "columns": ["tCol1", "tCol2", "tCol3"] },
+      { "id": "tCol1", "component": "Col", "label": "Task", "data": ["Clear debris on Hwy 9", "Set up field triage at Shelter 2", "Deliver water to Zone D", "Inspect Bridge 4 structural integrity", "Restore comms relay tower 3"] },
+      { "id": "tCol2", "component": "Col", "label": "Assignee", "data": ["Eng. Team Bravo", "Medical Unit 5", "Logistics — R. Alvarez", "Structural Eng. — K. Osei", "Comms — T. Nguyen"] },
+      { "id": "tCol3", "component": "Col", "label": "Priority", "data": ["High", "Critical", "Critical", "High", "Moderate"] },
+      { "id": "aidReqCard", "component": "Card", "children": ["arHeader", "arTable"] },
+      { "id": "arHeader", "component": "CardHeader", "title": "Aid Requests Awaiting Action", "subtitle": "Unassigned incoming requests" },
+      { "id": "arTable", "component": "Table", "columns": ["arCol1", "arCol2", "arCol3"] },
+      { "id": "arCol1", "component": "Col", "label": "Request", "data": ["Insulin & medical supplies", "Baby formula & diapers", "Rescue boat — 12 trapped", "Blankets (200 units)", "Generator for clinic"] },
+      { "id": "arCol2", "component": "Col", "label": "Location", "data": ["Zone B — Shelter 1", "Zone D — Community Hall", "Zone D — Elm St.", "Zone C — Shelter 3", "Zone A — St. Mary's Clinic"] },
+      { "id": "arCol3", "component": "Col", "label": "Urgency", "data": ["Critical", "High", "Critical", "Moderate", "High"] },
+
+      { "id": "tabResources", "component": "TabItem", "value": "resources", "trigger": "Resources", "content": ["resCard", "hospCard", "reqResCard"] },
+      { "id": "resCard", "component": "Card", "children": ["resHeader", "resChart"] },
+      { "id": "resHeader", "component": "CardHeader", "title": "Available Resources", "subtitle": "Vehicles, personnel and supplies currently deployable" },
+      { "id": "resChart", "component": "HorizontalBarChart", "labels": ["Ambulances", "Rescue Trucks", "Boats", "Helicopters", "Medics", "Firefighters", "Engineers", "Water (1000L)", "Food Rations (100s)", "Tents"], "series": ["resSeries1"], "xLabel": "Units available" },
+      { "id": "resSeries1", "component": "Series", "category": "Available", "values": [14, 22, 8, 2, 96, 140, 45, 320, 1500, 600] },
+      { "id": "hospCard", "component": "Card", "children": ["hospHeader", "hospTable"] },
+      { "id": "hospHeader", "component": "CardHeader", "title": "Nearby Hospitals — Free Beds", "subtitle": "Updated 15 minutes ago" },
+      { "id": "hospTable", "component": "Table", "columns": ["hCol1", "hCol2", "hCol3"] },
+      { "id": "hCol1", "component": "Col", "label": "Hospital", "data": ["Central General", "St. Mary's", "Riverside Medical", "Northgate Trauma Center"] },
+      { "id": "hCol2", "component": "Col", "label": "Free Beds", "type": "number", "data": [42, 18, 7, 25] },
+      { "id": "hCol3", "component": "Col", "label": "ICU Free", "type": "number", "data": [6, 2, 0, 4] },
+      { "id": "reqResCard", "component": "Card", "children": ["rrHeader", "rrForm"] },
+      { "id": "rrHeader", "component": "CardHeader", "title": "Request More Resources", "subtitle": "Submit a resource requisition to regional command" },
+      { "id": "rrForm", "component": "Form", "name": "resourceRequest", "fields": ["rrTypeCtl", "rrQtyCtl"], "buttons": "rrButtons" },
+      { "id": "rrTypeCtl", "component": "FormControl", "label": "Resource Type", "input": "rrType" },
+      { "id": "rrType", "component": "Select", "name": "resourceType", "placeholder": "Select resource…", "items": ["rrT1", "rrT2", "rrT3", "rrT4", "rrT5", "rrT6"] },
+      { "id": "rrT1", "component": "SelectItem", "value": "vehicles", "label": "Vehicles" },
+      { "id": "rrT2", "component": "SelectItem", "value": "personnel", "label": "Personnel" },
+      { "id": "rrT3", "component": "SelectItem", "value": "medical", "label": "Medical Supplies" },
+      { "id": "rrT4", "component": "SelectItem", "value": "food-water", "label": "Food & Water" },
+      { "id": "rrT5", "component": "SelectItem", "value": "shelter", "label": "Shelter Materials" },
+      { "id": "rrT6", "component": "SelectItem", "value": "equipment", "label": "Heavy Equipment" },
+      { "id": "rrQtyCtl", "component": "FormControl", "label": "Quantity", "input": "rrQty", "hint": "Number of units requested" },
+      { "id": "rrQty", "component": "Input", "name": "quantity", "type": "number", "placeholder": "e.g. 10" },
+      { "id": "rrButtons", "component": "Buttons", "buttons": ["rrSubmit"] },
+      { "id": "rrSubmit", "component": "Button", "label": "Submit Request", "variant": "primary" },
+
+      { "id": "tabShelters", "component": "TabItem", "value": "shelters", "trigger": "Shelters", "content": ["shelterCard"] },
+      { "id": "shelterCard", "component": "Card", "children": ["shHeader", "shTable", "shChart"] },
+      { "id": "shHeader", "component": "CardHeader", "title": "Shelters — Capacity & Occupancy", "subtitle": "Live occupancy tracking" },
+      { "id": "shTable", "component": "Table", "columns": ["shCol1", "shCol2", "shCol3", "shCol4"] },
+      { "id": "shCol1", "component": "Col", "label": "Shelter", "data": ["Shelter 1 — Riverside School", "Shelter 2 — City Arena", "Shelter 3 — Hillcrest Church", "Shelter 4 — North Gym", "Shelter 5 — Expo Center"] },
+      { "id": "shCol2", "component": "Col", "label": "Capacity", "type": "number", "data": [400, 1200, 250, 500, 2000] },
+      { "id": "shCol3", "component": "Col", "label": "Occupancy", "type": "number", "data": [385, 940, 250, 310, 1120] },
+      { "id": "shCol4", "component": "Col", "label": "Status", "data": ["Near full", "Open", "FULL", "Open", "Open"] },
+      { "id": "shChart", "component": "BarChart", "variant": "grouped", "labels": ["Shelter 1", "Shelter 2", "Shelter 3", "Shelter 4", "Shelter 5"], "series": ["shS1", "shS2"], "yLabel": "People" },
+      { "id": "shS1", "component": "Series", "category": "Capacity", "values": [400, 1200, 250, 500, 2000] },
+      { "id": "shS2", "component": "Series", "category": "Occupancy", "values": [385, 940, 250, 310, 1120] },
+
+      { "id": "tabRoutes", "component": "TabItem", "value": "routes", "trigger": "Routes & Roads", "content": ["routeCard", "roadCard"] },
+      { "id": "routeCard", "component": "Card", "children": ["rtHeader", "rtTable"] },
+      { "id": "rtHeader", "component": "CardHeader", "title": "Evacuation Route Status", "subtitle": "All designated evacuation corridors" },
+      { "id": "rtTable", "component": "Table", "columns": ["rtCol1", "rtCol2", "rtCol3"] },
+      { "id": "rtCol1", "component": "Col", "label": "Route", "data": ["Route 1 — Hwy 9 North", "Route 2 — River Rd", "Route 3 — Hillcrest Pass", "Route 4 — Industrial Pkwy", "Route 5 — Old Mill Rd"] },
+      { "id": "rtCol2", "component": "Col", "label": "Status", "data": ["OPEN", "CLOSED — flooding", "OPEN — one lane", "OPEN", "CLOSED — landslide"] },
+      { "id": "rtCol3", "component": "Col", "label": "Congestion", "data": ["Heavy", "N/A", "Moderate", "Light", "N/A"] },
+      { "id": "roadCard", "component": "Card", "children": ["rdHeader", "rdList"] },
+      { "id": "rdHeader", "component": "CardHeader", "title": "Roads Closed", "subtitle": "Current closures affecting operations" },
+      { "id": "rdList", "component": "ListBlock", "variant": "number", "items": ["rd1", "rd2", "rd3", "rd4"] },
+      { "id": "rd1", "component": "ListItem", "title": "River Rd (Bridge 2 approach)", "subtitle": "Flooded — impassable since 04:30" },
+      { "id": "rd2", "component": "ListItem", "title": "Old Mill Rd", "subtitle": "Landslide debris — clearance in progress" },
+      { "id": "rd3", "component": "ListItem", "title": "Elm St. (Zone D)", "subtitle": "Deep water — boat access only" },
+      { "id": "rd4", "component": "ListItem", "title": "Hwy 9 Southbound, km 12–15", "subtitle": "Fallen power lines — utility crew on-site" },
+
+      { "id": "tabComms", "component": "TabItem", "value": "comms", "trigger": "Comms", "content": ["commsCard", "broadcastCard", "sitrepCard"] },
+      { "id": "commsCard", "component": "Card", "children": ["cmHeader", "cmTable"] },
+      { "id": "cmHeader", "component": "CardHeader", "title": "Communication Channels", "subtitle": "Operational status of each channel" },
+      { "id": "cmTable", "component": "Table", "columns": ["cmCol1", "cmCol2"] },
+      { "id": "cmCol1", "component": "Col", "label": "Channel", "data": ["VHF Radio Net 1", "VHF Radio Net 2", "Satellite Uplink", "Cellular (Priority)", "Mesh Network", "Public Broadcast (AM 720)"] },
+      { "id": "cmCol2", "component": "Col", "label": "Status", "data": ["UP", "UP", "UP", "DEGRADED", "DOWN — relay 3 out", "UP"] },
+      { "id": "broadcastCard", "component": "Card", "children": ["bcHeader", "bcForm"] },
+      { "id": "bcHeader", "component": "CardHeader", "title": "Broadcast an Update", "subtitle": "Send a message to all field teams and channels" },
+      { "id": "bcForm", "component": "Form", "name": "broadcast", "fields": ["bcMsgCtl"], "buttons": "bcButtons" },
+      { "id": "bcMsgCtl", "component": "FormControl", "label": "Message", "input": "bcMsg" },
+      { "id": "bcMsg", "component": "TextArea", "name": "message", "placeholder": "Type broadcast message…", "rows": 3 },
+      { "id": "bcButtons", "component": "Buttons", "buttons": ["bcSubmit"] },
+      { "id": "bcSubmit", "component": "Button", "label": "📢 Broadcast Now", "variant": "primary" },
+      { "id": "sitrepCard", "component": "Card", "children": ["srHeader", "srForm"] },
+      { "id": "srHeader", "component": "CardHeader", "title": "File a Situation Report (SITREP)", "subtitle": "Formal report to regional command" },
+      { "id": "srForm", "component": "Form", "name": "sitrep", "fields": ["srZoneCtl", "srReportCtl"], "buttons": "srButtons" },
+      { "id": "srZoneCtl", "component": "FormControl", "label": "Zone", "input": "srZone" },
+      { "id": "srZone", "component": "Select", "name": "sitrepZone", "placeholder": "Select zone…", "items": ["srZ1", "srZ2", "srZ3", "srZ4", "srZ5", "srZ6"] },
+      { "id": "srZ1", "component": "SelectItem", "value": "zone-a", "label": "Zone A" },
+      { "id": "srZ2", "component": "SelectItem", "value": "zone-b", "label": "Zone B" },
+      { "id": "srZ3", "component": "SelectItem", "value": "zone-c", "label": "Zone C" },
+      { "id": "srZ4", "component": "SelectItem", "value": "zone-d", "label": "Zone D" },
+      { "id": "srZ5", "component": "SelectItem", "value": "zone-e", "label": "Zone E" },
+      { "id": "srZ6", "component": "SelectItem", "value": "region", "label": "Region-wide" },
+      { "id": "srReportCtl", "component": "FormControl", "label": "Situation Report", "input": "srReport" },
+      { "id": "srReport", "component": "TextArea", "name": "sitrepText", "placeholder": "Describe current situation, actions taken, needs…", "rows": 5 },
+      { "id": "srButtons", "component": "Buttons", "buttons": ["srSubmit"] },
+      { "id": "srSubmit", "component": "Button", "label": "File SITREP", "variant": "primary" },
+
+      { "id": "tabPeople", "component": "TabItem", "value": "people", "trigger": "Volunteers", "content": ["volCard"] },
+      { "id": "volCard", "component": "Card", "children": ["volHeader", "volTable"] },
+      { "id": "volHeader", "component": "CardHeader", "title": "Volunteers on Duty", "subtitle": "Currently checked-in volunteers and assignments" },
+      { "id": "volTable", "component": "Table", "columns": ["vCol1", "vCol2", "vCol3"] },
+      { "id": "vCol1", "component": "Col", "label": "Volunteer", "data": ["M. Chen", "S. Okafor", "L. Garcia", "P. Dubois", "A. Novak", "J. Smith", "R. Patel", "H. Kim"] },
+      { "id": "vCol2", "component": "Col", "label": "Assignment", "data": ["Shelter 2 intake", "Supply distribution — Zone C", "Boat rescue crew — Zone D", "Medical triage — Shelter 1", "Comms relay support", "Search team — Zone C", "Food kitchen — Shelter 5", "Transport shuttle driver"] },
+      { "id": "vCol3", "component": "Col", "label": "Shift Ends", "data": ["18:00", "20:00", "16:00", "22:00", "18:00", "17:00", "21:00", "19:00"] },
+
+      { "id": "tabActions", "component": "TabItem", "value": "actions", "trigger": "Quick Actions", "content": ["qaText", "qaFollowup"] },
+      { "id": "qaText", "component": "TextContent", "text": "Use the shortcuts below or the forms in other tabs to take action.", "size": "default" },
+      { "id": "qaFollowup", "component": "FollowUpBlock", "items": ["qa1", "qa2", "qa3", "qa4"] },
+      { "id": "qa1", "component": "FollowUpItem", "text": "Show all critical incidents only" },
+      { "id": "qa2", "component": "FollowUpItem", "text": "Request 5 additional ambulances" },
+      { "id": "qa3", "component": "FollowUpItem", "text": "Broadcast evacuation order for Zone D" },
+      { "id": "qa4", "component": "FollowUpItem", "text": "File SITREP for Zone B" }
+    ]
+  }
+}
+</a2ui-json>
+
+The dashboard covers all 18 items:
+
+1. **Incidents by zone with severity** — Incidents & Zones tab table
+2. **Overall severity summary** — donut chart on Overview
+3. **Vehicles, personnel, supplies** — Resources tab bar chart
+4. **Shelters with capacity/occupancy** — Shelters tab (table + chart)
+5. **Evacuation route status** — Routes & Roads tab
+6. **48-hour weather forecast** — Overview tab table
+7. **Rescued & casualties** — Overview tab metrics table
+8. **Volunteers on duty with assignments** — Volunteers tab
+9. **Donations received** — Overview tab bar chart
+10. **Aid requests awaiting action** — Incidents & Zones tab
+11. **Communication channels up/down** — Comms tab
+12. **Roads closed** — Routes & Roads tab list
+13. **Hospitals with free beds** — Resources tab
+14. **Open tasks with assignees** — Incidents & Zones tab
+15. **Request resources (type + quantity)** — form in Resources tab
+16. **Broadcast an update** — form in Comms tab
+17. **Focus on one zone** — zone selector in Incidents & Zones tab
+18. **File a situation report** — SITREP form in Comms tab
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..346ca68f0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,217 @@
+Here's a complete emergency response coordination center dashboard, organized into five tabs covering all 18 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency-coordination-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#D32F2F",
+        "agentDisplayName": "Regional Emergency Command"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency-coordination-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["hdr", "alert-banner", "tabs"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "🚨 Emergency Response Coordination Center",
+          "subtitle": "Regional Disaster Command — Hurricane Landfall Response — Live Dashboard"
+        },
+        {
+          "id": "alert-banner",
+          "component": "Callout",
+          "variant": "error",
+          "title": "STATE OF EMERGENCY IN EFFECT",
+          "description": "Category 3 hurricane landfall. 6 active incidents across 6 zones. All units on heightened readiness."
+        },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-incidents", "tab-resources", "tab-people", "tab-comms"]
+        },
+
+        { "id": "tab-overview", "component": "TabItem", "value": "overview", "trigger": "📊 Overview", "content": ["ov-sev-head", "ov-sev-chart", "ov-sep1", "ov-stats-head", "ov-stats-table", "ov-col-metric", "ov-col-count", "ov-sep2", "ov-wx-head", "ov-wx-chart", "ov-wx-temp", "ov-wx-precip", "ov-sep3", "ov-don-head", "ov-don-table", "ov-don-donor", "ov-don-item", "ov-don-status"] },
+        { "id": "ov-sev-head", "component": "Heading", "text": "Overall Severity Summary (Active Incidents)", "level": "h3" },
+        { "id": "ov-sev-chart", "component": "PieChart", "labels": ["Critical", "High", "Moderate", "Low"], "values": [3, 2, 1, 0], "variant": "donut" },
+        { "id": "ov-sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "ov-stats-head", "component": "Heading", "text": "Rescue & Casualty Tally (Cumulative)", "level": "h3" },
+        { "id": "ov-stats-table", "component": "Table", "columns": ["ov-col-metric", "ov-col-count"] },
+        { "id": "ov-col-metric", "component": "Col", "label": "Metric", "data": ["People Rescued", "Injured Treated", "Casualties — Confirmed", "Casualties — Missing"], "type": "string" },
+        { "id": "ov-col-count", "component": "Col", "label": "Count", "data": [312, 190, 28, 41], "type": "number" },
+        { "id": "ov-sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "ov-wx-head", "component": "Heading", "text": "Weather Forecast — Next 48 Hours", "level": "h3" },
+        { "id": "ov-wx-chart", "component": "LineChart", "labels": ["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], "series": ["ov-wx-temp", "ov-wx-precip"], "variant": "natural", "xLabel": "Hours Ahead", "yLabel": "°F / % Chance" },
+        { "id": "ov-wx-temp", "component": "Series", "category": "Temperature (°F)", "values": [72, 70, 68, 67, 69, 74, 76, 75, 73] },
+        { "id": "ov-wx-precip", "component": "Series", "category": "Precipitation Chance (%)", "values": [80, 90, 95, 70, 50, 30, 20, 15, 10] },
+        { "id": "ov-sep3", "component": "Separator", "orientation": "horizontal" },
+        { "id": "ov-don-head", "component": "Heading", "text": "Donations Received", "level": "h3" },
+        { "id": "ov-don-table", "component": "Table", "columns": ["ov-don-donor", "ov-don-item", "ov-don-status"] },
+        { "id": "ov-don-donor", "component": "Col", "label": "Donor", "data": ["Red Cross", "Local Food Bank", "Home Depot Foundation", "Community Fund Drive", "PharmaCare Inc."], "type": "string" },
+        { "id": "ov-don-item", "component": "Col", "label": "Donation", "data": ["$250,000 + 500 blankets", "2,000 canned food cases", "Building materials + tools", "$87,400 (public)", "Medical supplies — 40 crates"], "type": "string" },
+        { "id": "ov-don-status", "component": "Col", "label": "Status", "data": ["Received", "Received", "In Transit", "Received", "Received"], "type": "string" },
+
+        { "id": "tab-incidents", "component": "TabItem", "value": "incidents", "trigger": "🔥 Incidents & Zones", "content": ["inc-head", "inc-table", "inc-col-zone", "inc-col-incident", "inc-col-sev", "inc-col-status", "inc-sep1", "zf-head", "zf-form", "zf-fc", "zf-select", "zf-item-all", "zf-item-north", "zf-item-east", "zf-item-south", "zf-item-west", "zf-item-central", "zf-item-harbor", "zf-buttons", "zf-btn", "inc-sep2", "rt-head", "rt-table", "rt-col-route", "rt-col-status", "rt-col-notes", "inc-sep3", "rd-head", "rd-table", "rd-col-road", "rd-col-reason"] },
+        { "id": "inc-head", "component": "Heading", "text": "Active Incidents by Zone", "level": "h3" },
+        { "id": "inc-table", "component": "Table", "columns": ["inc-col-zone", "inc-col-incident", "inc-col-sev", "inc-col-status"] },
+        { "id": "inc-col-zone", "component": "Col", "label": "Zone", "data": ["North", "East", "South", "West", "Central", "Harbor District"], "type": "string" },
+        { "id": "inc-col-incident", "component": "Col", "label": "Incident", "data": ["Flash flooding", "Building collapse", "Power grid failure", "Wildfire spread", "Bridge structural damage", "Hazmat spill"], "type": "string" },
+        { "id": "inc-col-sev", "component": "Col", "label": "Severity", "data": ["🔴 Critical", "🔴 Critical", "🟠 High", "🟠 High", "🟡 Moderate", "🔴 Critical"], "type": "string" },
+        { "id": "inc-col-status", "component": "Col", "label": "Status", "data": ["Active — rescues ongoing", "Rescue ongoing", "Crews dispatched", "Containment 40%", "Assessing", "Contained"], "type": "string" },
+        { "id": "inc-sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "zf-head", "component": "Heading", "text": "Focus on a Zone", "level": "h3" },
+        { "id": "zf-form", "component": "Form", "name": "zoneFocus", "fields": ["zf-fc"], "buttons": "zf-buttons" },
+        { "id": "zf-fc", "component": "FormControl", "label": "Select Zone to Focus", "input": "zf-select", "hint": "Filters all dashboard views to the selected zone" },
+        { "id": "zf-select", "component": "Select", "name": "zone", "placeholder": "Choose a zone…", "items": ["zf-item-all", "zf-item-north", "zf-item-east", "zf-item-south", "zf-item-west", "zf-item-central", "zf-item-harbor"] },
+        { "id": "zf-item-all", "component": "SelectItem", "value": "all", "label": "All Zones (Overview)" },
+        { "id": "zf-item-north", "component": "SelectItem", "value": "north", "label": "North Zone" },
+        { "id": "zf-item-east", "component": "SelectItem", "value": "east", "label": "East Zone" },
+        { "id": "zf-item-south", "component": "SelectItem", "value": "south", "label": "South Zone" },
+        { "id": "zf-item-west", "component": "SelectItem", "value": "west", "label": "West Zone" },
+        { "id": "zf-item-central", "component": "SelectItem", "value": "central", "label": "Central Zone" },
+        { "id": "zf-item-harbor", "component": "SelectItem", "value": "harbor", "label": "Harbor District" },
+        { "id": "zf-buttons", "component": "Buttons", "buttons": ["zf-btn"], "direction": "row" },
+        { "id": "zf-btn", "component": "Button", "label": "Focus Zone", "variant": "primary", "size": "medium" },
+        { "id": "inc-sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "rt-head", "component": "Heading", "text": "Evacuation Route Status", "level": "h3" },
+        { "id": "rt-table", "component": "Table", "columns": ["rt-col-route", "rt-col-status", "rt-col-notes"] },
+        { "id": "rt-col-route", "component": "Col", "label": "Route", "data": ["Route A — Highway 101 North", "Route B — River Road", "Route C — Coastal Highway", "Route D — Mountain Pass", "Route E — Airport Connector"], "type": "string" },
+        { "id": "rt-col-status", "component": "Col", "label": "Status", "data": ["🟢 Open", "🟡 Congested", "🔴 Closed", "🟢 Open", "🟢 Open"], "type": "string" },
+        { "id": "rt-col-notes", "component": "Col", "label": "Notes", "data": ["Flowing, 45 min to safe zone", "Heavy traffic — est. 2h delay", "Debris blockage at mile 14", "4WD vehicles only", "Priority for medical transport"], "type": "string" },
+        { "id": "inc-sep3", "component": "Separator", "orientation": "horizontal" },
+        { "id": "rd-head", "component": "Heading", "text": "Roads Closed", "level": "h3" },
+        { "id": "rd-table", "component": "Table", "columns": ["rd-col-road", "rd-col-reason"] },
+        { "id": "rd-col-road", "component": "Col", "label": "Road", "data": ["Main St Bridge", "Coastal Hwy (mile 12–18)", "Elm St Underpass", "Route 9 Interchange"], "type": "string" },
+        { "id": "rd-col-reason", "component": "Col", "label": "Reason", "data": ["Structural damage — inspection pending", "Debris and flooding", "Flooded — 4ft standing water", "Overpass partial collapse"], "type": "string" },
+
+        { "id": "tab-resources", "component": "TabItem", "value": "resources", "trigger": "🚒 Resources", "content": ["res-head", "res-table", "res-col-type", "res-col-avail", "res-col-total", "res-sep1", "sh-head", "sh-table", "sh-col-name", "sh-col-cap", "sh-col-occ", "res-sep2", "hosp-head", "hosp-table", "hosp-col-name", "hosp-col-beds", "hosp-col-trauma", "res-sep3", "req-head", "req-form", "req-fc-type", "req-type-select", "req-ti-water", "req-ti-food", "req-ti-med", "req-ti-amb", "req-ti-pers", "req-ti-gen", "req-ti-fuel", "req-ti-blanket", "req-fc-qty", "req-qty-input", "req-buttons", "req-btn"] },
+        { "id": "res-head", "component": "Heading", "text": "Available Resources — Vehicles, Personnel & Supplies", "level": "h3" },
+        { "id": "res-table", "component": "Table", "columns": ["res-col-type", "res-col-avail", "res-col-total"] },
+        { "id": "res-col-type", "component": "Col", "label": "Resource", "data": ["Ambulances", "Fire Trucks", "Rescue Boats", "Helicopters", "Personnel — First Responders", "Personnel — Medical Staff", "Water (pallets)", "MRE Rations (cases)", "Medical Supply Kits", "Generators"], "type": "string" },
+        { "id": "res-col-avail", "component": "Col", "label": "Available", "data": [18, 12, 9, 3, 240, 85, 420, 1500, 260, 22], "type": "number" },
+        { "id": "res-col-total", "component": "Col", "label": "Total Deployed", "data": [24, 15, 10, 4, 300, 120, 600, 2000, 400, 30], "type": "number" },
+        { "id": "res-sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "sh-head", "component": "Heading", "text": "Shelters — Capacity & Occupancy", "level": "h3" },
+        { "id": "sh-table", "component": "Table", "columns": ["sh-col-name", "sh-col-cap", "sh-col-occ"] },
+        { "id": "sh-col-name", "component": "Col", "label": "Shelter", "data": ["Central High School", "North Community Center", "Eastside Gymnasium", "West Convention Hall", "Harbor Church Hall"], "type": "string" },
+        { "id": "sh-col-cap", "component": "Col", "label": "Capacity", "data": [500, 300, 250, 800, 150], "type": "number" },
+        { "id": "sh-col-occ", "component": "Col", "label": "Current Occupancy", "data": [430, 295, 180, 610, 150], "type": "number" },
+        { "id": "res-sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "hosp-head", "component": "Heading", "text": "Nearby Hospitals — Free Beds", "level": "h3" },
+        { "id": "hosp-table", "component": "Table", "columns": ["hosp-col-name", "hosp-col-beds", "hosp-col-trauma"] },
+        { "id": "hosp-col-name", "component": "Col", "label": "Hospital", "data": ["St. Mary's General", "University Hospital", "Northgate Medical Center", "Riverside Clinic"], "type": "string" },
+        { "id": "hosp-col-beds", "component": "Col", "label": "Free Beds", "data": [24, 31, 12, 8], "type": "number" },
+        { "id": "hosp-col-trauma", "component": "Col", "label": "Trauma Level", "data": ["Level 1", "Level 1", "Level 2", "Basic"], "type": "string" },
+        { "id": "res-sep3", "component": "Separator", "orientation": "horizontal" },
+        { "id": "req-head", "component": "Heading", "text": "Request Additional Resources", "level": "h3" },
+        { "id": "req-form", "component": "Form", "name": "resourceRequest", "fields": ["req-fc-type", "req-fc-qty"], "buttons": "req-buttons" },
+        { "id": "req-fc-type", "component": "FormControl", "label": "Resource Type", "input": "req-type-select" },
+        { "id": "req-type-select", "component": "Select", "name": "resourceType", "placeholder": "Select resource type…", "items": ["req-ti-water", "req-ti-food", "req-ti-med", "req-ti-amb", "req-ti-pers", "req-ti-gen", "req-ti-fuel", "req-ti-blanket"] },
+        { "id": "req-ti-water", "component": "SelectItem", "value": "water", "label": "Drinking Water (pallets)" },
+        { "id": "req-ti-food", "component": "SelectItem", "value": "food", "label": "Food / MREs (cases)" },
+        { "id": "req-ti-med", "component": "SelectItem", "value": "medical", "label": "Medical Supplies (kits)" },
+        { "id": "req-ti-amb", "component": "SelectItem", "value": "ambulances", "label": "Ambulances" },
+        { "id": "req-ti-pers", "component": "SelectItem", "value": "personnel", "label": "Personnel" },
+        { "id": "req-ti-gen", "component": "SelectItem", "value": "generators", "label": "Generators" },
+        { "id": "req-ti-fuel", "component": "SelectItem", "value": "fuel", "label": "Fuel (gallons)" },
+        { "id": "req-ti-blanket", "component": "SelectItem", "value": "blankets", "label": "Blankets / Cots" },
+        { "id": "req-fc-qty", "component": "FormControl", "label": "Quantity", "input": "req-qty-input" },
+        { "id": "req-qty-input", "component": "Input", "name": "quantity", "type": "number", "placeholder": "Enter quantity needed" },
+        { "id": "req-buttons", "component": "Buttons", "buttons": ["req-btn"], "direction": "row" },
+        { "id": "req-btn", "component": "Button", "label": "Submit Resource Request", "variant": "primary", "size": "medium" },
+
+        { "id": "tab-people", "component": "TabItem", "value": "people", "trigger": "👥 People & Tasks", "content": ["vol-head", "vol-table", "vol-col-name", "vol-col-assign", "ppl-sep1", "aid-head", "aid-table", "aid-col-id", "aid-col-zone", "aid-col-need", "aid-col-pri", "ppl-sep2", "task-head", "task-table", "task-col-task", "task-col-assignee", "task-col-status"] },
+        { "id": "vol-head", "component": "Heading", "text": "Volunteers on Duty", "level": "h3" },
+        { "id": "vol-table", "component": "Table", "columns": ["vol-col-name", "vol-col-assign"] },
+        { "id": "vol-col-name", "component": "Col", "label": "Volunteer", "data": ["J. Alvarez", "M. Chen", "R. Okafor", "S. Patel", "L. Novak", "T. Brooks"], "type": "string" },
+        { "id": "vol-col-assign", "component": "Col", "label": "Assignment", "data": ["Shelter intake — Central HS", "Supply distribution — Eastside Gym", "Search & rescue support — East Zone", "Medical triage aide — St. Mary's", "Comms relay operator — Command Post", "Traffic control — Route A"], "type": "string" },
+        { "id": "ppl-sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "aid-head", "component": "Heading", "text": "Aid Requests Awaiting Action", "level": "h3" },
+        { "id": "aid-table", "component": "Table", "columns": ["aid-col-id", "aid-col-zone", "aid-col-need", "aid-col-pri"] },
+        { "id": "aid-col-id", "component": "Col", "label": "Request ID", "data": ["AR-1042", "AR-1043", "AR-1044", "AR-1045", "AR-1046"], "type": "string" },
+        { "id": "aid-col-zone", "component": "Col", "label": "Zone", "data": ["North", "East", "South", "West", "Harbor District"], "type": "string" },
+        { "id": "aid-col-need", "component": "Col", "label": "Need", "data": ["Drinking water — 50 pallets", "Additional medical team", "Generators — 5 units", "Evacuation buses — 3", "Hazmat suits — 20"], "type": "string" },
+        { "id": "aid-col-pri", "component": "Col", "label": "Priority", "data": ["🔴 Critical", "🔴 Critical", "🟠 High", "🟠 High", "🟡 Moderate"], "type": "string" },
+        { "id": "ppl-sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "task-head", "component": "Heading", "text": "Open Tasks", "level": "h3" },
+        { "id": "task-table", "component": "Table", "columns": ["task-col-task", "task-col-assignee", "task-col-status"] },
+        { "id": "task-col-task", "component": "Col", "label": "Task", "data": ["Clear debris — Route C", "Restore power — South grid", "Set up overflow shelter", "Damage assessment — Central bridge", "Fuel delivery to shelter generators"], "type": "string" },
+        { "id": "task-col-assignee", "component": "Col", "label": "Assignee", "data": ["Engineering Crew 2", "Utility Team A", "Shelter Ops Unit", "Inspector Lee", "Logistics Team 1"], "type": "string" },
+        { "id": "task-col-status", "component": "Col", "label": "Status", "data": ["In Progress", "In Progress", "Pending", "In Progress", "Pending"], "type": "string" },
+
+        { "id": "tab-comms", "component": "TabItem", "value": "comms", "trigger": "📡 Comms & Reports", "content": ["com-head", "com-table", "com-col-ch", "com-col-status", "com-sep1", "bc-head", "bc-form", "bc-fc-msg", "bc-textarea", "bc-buttons", "bc-btn", "com-sep2", "sr-head", "sr-form", "sr-fc-zone", "sr-zone-select", "sr-zi-north", "sr-zi-east", "sr-zi-south", "sr-zi-west", "sr-zi-central", "sr-zi-harbor", "sr-fc-trend", "sr-trend-select", "sr-ti-improving", "sr-ti-stable", "sr-ti-worsening", "sr-fc-summary", "sr-textarea", "sr-buttons", "sr-btn"] },
+        { "id": "com-head", "component": "Heading", "text": "Communication Channel Status", "level": "h3" },
+        { "id": "com-table", "component": "Table", "columns": ["com-col-ch", "com-col-status"] },
+        { "id": "com-col-ch", "component": "Col", "label": "Channel", "data": ["Radio — Tactical Net 1", "Radio — Command Net", "Satellite Uplink", "Cellular — North Tower", "Public Alert System (EAS)", "Mesh Network — East Node"], "type": "string" },
+        { "id": "com-col-status", "component": "Col", "label": "Status", "data": ["🟢 Up", "🟢 Up", "🟢 Up", "🔴 Down", "🟢 Up", "🟡 Degraded"], "type": "string" },
+        { "id": "com-sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "bc-head", "component": "Heading", "text": "Broadcast an Update", "level": "h3" },
+        { "id": "bc-form", "component": "Form", "name": "broadcast", "fields": ["bc-fc-msg"], "buttons": "bc-buttons" },
+        { "id": "bc-fc-msg", "component": "FormControl", "label": "Broadcast Message", "input": "bc-textarea", "hint": "Sent to all active channels and field units" },
+        { "id": "bc-textarea", "component": "TextArea", "name": "message", "placeholder": "Type the update to broadcast to all units…", "rows": 4 },
+        { "id": "bc-buttons", "component": "Buttons", "buttons": ["bc-btn"], "direction": "row" },
+        { "id": "bc-btn", "component": "Button", "label": "📢 Broadcast to All Channels", "variant": "primary", "size": "medium" },
+        { "id": "com-sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "sr-head", "component": "Heading", "text": "File a Situation Report (SitRep)", "level": "h3" },
+        { "id": "sr-form", "component": "Form", "name": "sitrep", "fields": ["sr-fc-zone", "sr-fc-trend", "sr-fc-summary"], "buttons": "sr-buttons" },
+        { "id": "sr-fc-zone", "component": "FormControl", "label": "Zone", "input": "sr-zone-select" },
+        { "id": "sr-zone-select", "component": "Select", "name": "zone", "placeholder": "Select zone…", "items": ["sr-zi-north", "sr-zi-east", "sr-zi-south", "sr-zi-west", "sr-zi-central", "sr-zi-harbor"] },
+        { "id": "sr-zi-north", "component": "SelectItem", "value": "north", "label": "North Zone" },
+        { "id": "sr-zi-east", "component": "SelectItem", "value": "east", "label": "East Zone" },
+        { "id": "sr-zi-south", "component": "SelectItem", "value": "south", "label": "South Zone" },
+        { "id": "sr-zi-west", "component": "SelectItem", "value": "west", "label": "West Zone" },
+        { "id": "sr-zi-central", "component": "SelectItem", "value": "central", "label": "Central Zone" },
+        { "id": "sr-zi-harbor", "component": "SelectItem", "value": "harbor", "label": "Harbor District" },
+        { "id": "sr-fc-trend", "component": "FormControl", "label": "Situation Trend", "input": "sr-trend-select" },
+        { "id": "sr-trend-select", "component": "Select", "name": "trend", "placeholder": "Select trend…", "items": ["sr-ti-improving", "sr-ti-stable", "sr-ti-worsening"] },
+        { "id": "sr-ti-improving", "component": "SelectItem", "value": "improving", "label": "🟢 Improving" },
+        { "id": "sr-ti-stable", "component": "SelectItem", "value": "stable", "label": "🟡 Stable" },
+        { "id": "sr-ti-worsening", "component": "SelectItem", "value": "worsening", "label": "🔴 Worsening" },
+        { "id": "sr-fc-summary", "component": "FormControl", "label": "Situation Summary", "input": "sr-textarea" },
+        { "id": "sr-textarea", "component": "TextArea", "name": "summary", "placeholder": "Describe current conditions, actions taken, and needs…", "rows": 5 },
+        { "id": "sr-buttons", "component": "Buttons", "buttons": ["sr-btn"], "direction": "row" },
+        { "id": "sr-btn", "component": "Button", "label": "File Situation Report", "variant": "primary", "size": "medium" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**Coverage of all 18 items:**
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Incidents by zone + severity | Incidents tab — table with zone, incident, severity, status |
+| 2 | Overall severity summary | Overview tab — donut chart of severity distribution |
+| 3 | Vehicles, personnel, supplies | Resources tab — availability table (available vs. total) |
+| 4 | Shelters capacity/occupancy | Resources tab — shelters table |
+| 5 | Evacuation route status | Incidents tab — routes table with open/congested/closed |
+| 6 | 48-hour weather forecast | Overview tab — dual-series line chart (temp + precipitation) |
+| 7 | Rescued & casualties | Overview tab — tally table |
+| 8 | Volunteers + assignments | People tab — volunteers table |
+| 9 | Donations received | Overview tab — donations table |
+| 10 | Aid requests awaiting action | People tab — prioritized requests table |
+| 11 | Comms channel status | Comms tab — up/down/degraded table |
+| 12 | Roads closed | Incidents tab — closures table with reasons |
+| 13 | Hospitals with free beds | Resources tab — hospitals table with trauma level |
+| 14 | Open tasks + assignees | People tab — tasks table |
+| 15 | Request resources | Resources tab — form with type dropdown + quantity |
+| 16 | Broadcast update | Comms tab — message form with broadcast button |
+| 17 | Focus on one zone | Incidents tab — zone selector form |
+| 18 | File situation report | Comms tab — SitRep form (zone, trend, summary) |
+
+Would you like me to adjust the sample data, add live filtering behavior for the zone focus, or restructure the tabs?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..6f620f757
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,186 @@
+I've built a complete Emergency Response Coordination Center dashboard covering all 18 requirements, organized into tabs for quick access during high-pressure operations.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"erc-main","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#C0392B","agentDisplayName":"Emergency Coordination Center"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"erc-main","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","alert-critical","tabs"]},
+{"id":"hdr","component":"CardHeader","title":"Emergency Response Coordination Center","subtitle":"Regional Disaster Operations — Live Dashboard"},
+
+{"id":"alert-critical","component":"Alert","variant":"destructive","title":"2 Critical Incidents Active","description":"Zone A flooding and Zone C structure fire require immediate attention. Evacuation orders in effect."},
+
+{"id":"tabs","component":"Tabs","items":["tab-overview","tab-incidents","tab-resources","tab-field","tab-comms","tab-reports"]},
+
+{"id":"tab-overview","component":"TabItem","value":"overview","trigger":"Overview","content":["ov-sev-chart","ov-stats","ov-weather","ov-aidreq","ov-tasks"]},
+{"id":"ov-sev-chart","component":"Card","variant":"card","children":["ov-sev-hdr","ov-sev-pie"]},
+{"id":"ov-sev-hdr","component":"CardHeader","title":"Overall Severity Summary","subtitle":"Distribution of active incidents by severity level"},
+{"id":"ov-sev-pie","component":"PieChart","variant":"donut","labels":["Critical","High","Moderate","Low"],"values":[2,3,4,2]},
+{"id":"ov-stats","component":"Card","variant":"card","children":["ov-stats-hdr","ov-stats-tbl","ov-donations"]},
+{"id":"ov-stats-hdr","component":"CardHeader","title":"Impact & Donations"},
+{"id":"ov-stats-tbl","component":"Table","columns":["ov-c1","ov-c2"]},
+{"id":"ov-c1","component":"Col","label":"Metric","data":["People Rescued","Casualties (Confirmed)","Injuries Treated","Missing Persons"]},
+{"id":"ov-c2","component":"Col","label":"Count","type":"number","data":[342,17,89,6]},
+{"id":"ov-donations","component":"TextContent","text":"**Donations Received:** $1,240,500 total — $860,000 monetary • 12,400 supply kits • 3,200 food pallets • 950 blankets/tents"},
+{"id":"ov-weather","component":"Card","variant":"card","children":["ov-wx-hdr","ov-wx-tbl"]},
+{"id":"ov-wx-hdr","component":"CardHeader","title":"Weather Forecast — Next 48 Hours"},
+{"id":"ov-wx-tbl","component":"Table","columns":["wx-c1","wx-c2","wx-c3","wx-c4"]},
+{"id":"wx-c1","component":"Col","label":"Period","data":["0–12h","12–24h","24–36h","36–48h"]},
+{"id":"wx-c2","component":"Col","label":"Conditions","data":["Heavy rain","Rain easing","Overcast","Clearing"]},
+{"id":"wx-c3","component":"Col","label":"Temp","data":["14°C","12°C","13°C","16°C"]},
+{"id":"wx-c4","component":"Col","label":"Flood Risk","data":["Severe","High","Moderate","Low"]},
+{"id":"ov-aidreq","component":"Card","variant":"card","children":["ov-aid-hdr","ov-aid-tbl"]},
+{"id":"ov-aid-hdr","component":"CardHeader","title":"Aid Requests Awaiting Action"},
+{"id":"ov-aid-tbl","component":"Table","columns":["aid-c1","aid-c2","aid-c3"]},
+{"id":"aid-c1","component":"Col","label":"Request","data":["Medical supplies — Zone A","Water rescue boats — Zone A","Food pallets — Zone D","Generators — Zone C"]},
+{"id":"aid-c2","component":"Col","label":"Priority","data":["Critical","High","Moderate","High"]},
+{"id":"aid-c3","component":"Col","label":"Age","data":["25 min","1.2 h","3 h","45 min"]},
+{"id":"ov-tasks","component":"Card","variant":"card","children":["ov-task-hdr","ov-task-tbl"]},
+{"id":"ov-task-hdr","component":"CardHeader","title":"Open Tasks"},
+{"id":"ov-task-tbl","component":"Table","columns":["task-c1","task-c2","task-c3"]},
+{"id":"task-c1","component":"Col","label":"Task","data":["Clear debris on Route 3","Reinforce levee Zone A","Set up triage at Shelter 2","Repair radio relay tower"]},
+{"id":"task-c2","component":"Col","label":"Assignee","data":["Eng. Crew 4","Nat. Guard Unit 7","Med Team Bravo","Comms Tech Lee"]},
+{"id":"task-c3","component":"Col","label":"Status","data":["In Progress","Pending","In Progress","Pending"]},
+
+{"id":"tab-incidents","component":"TabItem","value":"incidents","trigger":"Incidents","content":["inc-tbl-card","inc-chart-card","focus-card"]},
+{"id":"inc-tbl-card","component":"Card","variant":"card","children":["inc-hdr","inc-tbl"]},
+{"id":"inc-hdr","component":"CardHeader","title":"Active Incidents by Zone"},
+{"id":"inc-tbl","component":"Table","columns":["inc-c1","inc-c2","inc-c3","inc-c4"]},
+{"id":"inc-c1","component":"Col","label":"Zone","data":["Zone A","Zone A","Zone B","Zone C","Zone C","Zone D","Zone E"]},
+{"id":"inc-c2","component":"Col","label":"Incident","data":["River flooding","Bridge collapse","Landslide","Structure fire","Gas leak","Power outage","Road washout"]},
+{"id":"inc-c3","component":"Col","label":"Severity","data":["Critical","High","Moderate","Critical","High","Moderate","Low"]},
+{"id":"inc-c4","component":"Col","label":"Crews On Site","type":"number","data":[6,3,2,5,2,1,1]},
+{"id":"inc-chart-card","component":"Card","variant":"card","children":["inc-ch","inc-chart","inc-s1"]},
+{"id":"inc-ch","component":"CardHeader","title":"Incidents per Zone"},
+{"id":"inc-chart","component":"BarChart","labels":["Zone A","Zone B","Zone C","Zone D","Zone E"],"series":["inc-s1"],"yLabel":"Incidents"},
+{"id":"inc-s1","component":"Series","category":"Active Incidents","values":[2,1,2,1,1]},
+{"id":"focus-card","component":"Card","variant":"card","children":["focus-hdr","focus-form"]},
+{"id":"focus-hdr","component":"CardHeader","title":"Focus on a Zone","subtitle":"Filter all dashboard data to a single zone"},
+{"id":"focus-form","component":"Form","name":"focusZone","buttons":"focus-btns","fields":["focus-fc"]},
+{"id":"focus-fc","component":"FormControl","label":"Zone","input":"focus-select","hint":"Choose a zone to focus the view"},
+{"id":"focus-select","component":"Select","name":"zone","placeholder":"Select zone","items":["fz-1","fz-2","fz-3","fz-4","fz-5"]},
+{"id":"fz-1","component":"SelectItem","value":"A","label":"Zone A"},
+{"id":"fz-2","component":"SelectItem","value":"B","label":"Zone B"},
+{"id":"fz-3","component":"SelectItem","value":"C","label":"Zone C"},
+{"id":"fz-4","component":"SelectItem","value":"D","label":"Zone D"},
+{"id":"fz-5","component":"SelectItem","value":"E","label":"Zone E"},
+{"id":"focus-btns","component":"Buttons","buttons":["focus-btn"]},
+{"id":"focus-btn","component":"Button","label":"Focus Zone","variant":"primary"},
+
+{"id":"tab-resources","component":"TabItem","value":"resources","trigger":"Resources","content":["res-card","shelter-card","hosp-card","req-card"]},
+{"id":"res-card","component":"Card","variant":"card","children":["res-hdr","res-tbl"]},
+{"id":"res-hdr","component":"CardHeader","title":"Vehicles, Personnel & Supplies Available"},
+{"id":"res-tbl","component":"Table","columns":["res-c1","res-c2","res-c3"]},
+{"id":"res-c1","component":"Col","label":"Category","data":["Ambulances","Fire Trucks","Rescue Boats","Helicopters","Paramedics","Firefighters","Rescue Divers","Food Pallets","Water (liters)","Medical Kits","Tents"]},
+{"id":"res-c2","component":"Col","label":"Available","type":"number","data":[14,9,6,2,48,62,12,3200,45000,780,410]},
+{"id":"res-c3","component":"Col","label":"Deployed","type":"number","data":[10,7,4,1,35,50,8,1100,18000,340,260]},
+{"id":"shelter-card","component":"Card","variant":"card","children":["sh-hdr","sh-tbl"]},
+{"id":"sh-hdr","component":"CardHeader","title":"Shelters — Capacity & Occupancy"},
+{"id":"sh-tbl","component":"Table","columns":["sh-c1","sh-c2","sh-c3","sh-c4"]},
+{"id":"sh-c1","component":"Col","label":"Shelter","data":["Central High School","Riverside Gym","North Community Ctr","East Stadium"]},
+{"id":"sh-c2","component":"Col","label":"Capacity","type":"number","data":[500,300,250,800]},
+{"id":"sh-c3","component":"Col","label":"Occupancy","type":"number","data":[412,298,120,530]},
+{"id":"sh-c4","component":"Col","label":"Status","data":["Nearly Full","Full","OK","OK"]},
+{"id":"hosp-card","component":"Card","variant":"card","children":["hosp-hdr","hosp-tbl"]},
+{"id":"hosp-hdr","component":"CardHeader","title":"Nearby Hospitals — Free Beds"},
+{"id":"hosp-tbl","component":"Table","columns":["hosp-c1","hosp-c2","hosp-c3"]},
+{"id":"hosp-c1","component":"Col","label":"Hospital","data":["St. Mary's General","County Memorial","Riverside Medical","University Hospital"]},
+{"id":"hosp-c2","component":"Col","label":"Free Beds","type":"number","data":[23,11,8,35]},
+{"id":"hosp-c3","component":"Col","label":"ICU Free","type":"number","data":[3,1,0,6]},
+{"id":"req-card","component":"Card","variant":"card","children":["req-hdr","req-form"]},
+{"id":"req-hdr","component":"CardHeader","title":"Request More Resources"},
+{"id":"req-form","component":"Form","name":"requestResources","buttons":"req-btns","fields":["req-fc-type","req-fc-qty"]},
+{"id":"req-fc-type","component":"FormControl","label":"Resource Type","input":"req-type"},
+{"id":"req-type","component":"Select","name":"resourceType","placeholder":"Select resource type","items":["rt-1","rt-2","rt-3","rt-4","rt-5","rt-6"]},
+{"id":"rt-1","component":"SelectItem","value":"vehicles","label":"Vehicles"},
+{"id":"rt-2","component":"SelectItem","value":"personnel","label":"Personnel"},
+{"id":"rt-3","component":"SelectItem","value":"medical","label":"Medical Supplies"},
+{"id":"rt-4","component":"SelectItem","value":"food_water","label":"Food & Water"},
+{"id":"rt-5","component":"SelectItem","value":"shelter_supplies","label":"Shelter Supplies"},
+{"id":"rt-6","component":"SelectItem","value":"equipment","label":"Heavy Equipment"},
+{"id":"req-fc-qty","component":"FormControl","label":"Quantity","input":"req-qty"},
+{"id":"req-qty","component":"Input","name":"quantity","type":"number","placeholder":"Enter quantity"},
+{"id":"req-btns","component":"Buttons","buttons":["req-btn"]},
+{"id":"req-btn","component":"Button","label":"Submit Request","variant":"primary"},
+
+{"id":"tab-field","component":"TabItem","value":"field","trigger":"Field Ops","content":["evac-card","roads-card","vol-card"]},
+{"id":"evac-card","component":"Card","variant":"card","children":["evac-hdr","evac-tbl"]},
+{"id":"evac-hdr","component":"CardHeader","title":"Evacuation Route Status"},
+{"id":"evac-tbl","component":"Table","columns":["ev-c1","ev-c2","ev-c3"]},
+{"id":"ev-c1","component":"Col","label":"Route","data":["Route 1 — North Hwy","Route 2 — River Rd","Route 3 — East Bypass","Route 4 — Hill Rd","Route 5 — South Corridor"]},
+{"id":"ev-c2","component":"Col","label":"Status","data":["Open","Closed","Congested","Open","Open"]},
+{"id":"ev-c3","component":"Col","label":"Capacity Flow","data":["Normal","—","Slow","Normal","Normal"]},
+{"id":"roads-card","component":"Card","variant":"card","children":["roads-hdr","roads-tags"]},
+{"id":"roads-hdr","component":"CardHeader","title":"Roads Closed"},
+{"id":"roads-tags","component":"TagBlock","tags":["River Rd (km 4–9)","Old Mill Bridge","Maple Ave underpass","Route 3 exit 12","Lakeside Drive","Canyon Pass"]},
+{"id":"vol-card","component":"Card","variant":"card","children":["vol-hdr","vol-tbl"]},
+{"id":"vol-hdr","component":"CardHeader","title":"Volunteers On Duty"},
+{"id":"vol-tbl","component":"Table","columns":["vol-c1","vol-c2","vol-c3"]},
+{"id":"vol-c1","component":"Col","label":"Volunteer","data":["S. Ortiz","J. Chen","M. Ali","R. Novak","T. Baker","L. Kim"]},
+{"id":"vol-c2","component":"Col","label":"Assignment","data":["Shelter intake — Central HS","Sandbagging — Zone A","Food distribution — East Stadium","Traffic control — Route 1","Shelter medical aid — Riverside Gym","Supply sorting — Depot 2"]},
+{"id":"vol-c3","component":"Col","label":"Shift Ends","data":["18:00","16:00","20:00","18:00","22:00","16:00"]},
+
+{"id":"tab-comms","component":"TabItem","value":"comms","trigger":"Communications","content":["chan-card","bcast-card"]},
+{"id":"chan-card","component":"Card","variant":"card","children":["chan-hdr","chan-tbl"]},
+{"id":"chan-hdr","component":"CardHeader","title":"Communication Channels"},
+{"id":"chan-tbl","component":"Table","columns":["ch-c1","ch-c2","ch-c3"]},
+{"id":"ch-c1","component":"Col","label":"Channel","data":["VHF Radio Net 1","VHF Radio Net 2","Satellite Uplink","Cell Network","Emergency Broadcast (EAS)","Mesh WiFi — Shelters"]},
+{"id":"ch-c2","component":"Col","label":"Status","data":["Up","Up","Up","Degraded","Up","Down"]},
+{"id":"ch-c3","component":"Col","label":"Last Check","data":["2 min ago","2 min ago","5 min ago","5 min ago","10 min ago","35 min ago"]},
+{"id":"bcast-card","component":"Card","variant":"card","children":["bcast-hdr","bcast-form"]},
+{"id":"bcast-hdr","component":"CardHeader","title":"Broadcast an Update","subtitle":"Send to all field units and public channels"},
+{"id":"bcast-form","component":"Form","name":"broadcast","buttons":"bcast-btns","fields":["bcast-fc"]},
+{"id":"bcast-fc","component":"FormControl","label":"Message","input":"bcast-msg","hint":"This will be sent over all active channels"},
+{"id":"bcast-msg","component":"TextArea","name":"message","rows":4,"placeholder":"Type the broadcast message…"},
+{"id":"bcast-btns","component":"Buttons","buttons":["bcast-btn"]},
+{"id":"bcast-btn","component":"Button","label":"Broadcast Now","variant":"primary"},
+
+{"id":"tab-reports","component":"TabItem","value":"reports","trigger":"Situation Report","content":["sitrep-card"]},
+{"id":"sitrep-card","component":"Card","variant":"card","children":["sitrep-hdr","sitrep-form"]},
+{"id":"sitrep-hdr","component":"CardHeader","title":"File a Situation Report","subtitle":"Official sitrep logged to the operations record"},
+{"id":"sitrep-form","component":"Form","name":"sitrep","buttons":"sitrep-btns","fields":["sr-fc-zone","sr-fc-sev","sr-fc-summary"]},
+{"id":"sr-fc-zone","component":"FormControl","label":"Zone","input":"sr-zone"},
+{"id":"sr-zone","component":"Select","name":"zone","placeholder":"Select zone","items":["srz-1","srz-2","srz-3","srz-4","srz-5"]},
+{"id":"srz-1","component":"SelectItem","value":"A","label":"Zone A"},
+{"id":"srz-2","component":"SelectItem","value":"B","label":"Zone B"},
+{"id":"srz-3","component":"SelectItem","value":"C","label":"Zone C"},
+{"id":"srz-4","component":"SelectItem","value":"D","label":"Zone D"},
+{"id":"srz-5","component":"SelectItem","value":"E","label":"Zone E"},
+{"id":"sr-fc-sev","component":"FormControl","label":"Severity Assessment","input":"sr-sev"},
+{"id":"sr-sev","component":"RadioGroup","name":"severity","items":["srs-1","srs-2","srs-3","srs-4"]},
+{"id":"srs-1","component":"RadioItem","label":"Critical","description":"Life-threatening, immediate action required","value":"critical"},
+{"id":"srs-2","component":"RadioItem","label":"High","description":"Serious, action within hours","value":"high"},
+{"id":"srs-3","component":"RadioItem","label":"Moderate","description":"Monitor and manage","value":"moderate"},
+{"id":"srs-4","component":"RadioItem","label":"Low","description":"Stable, routine handling","value":"low"},
+{"id":"sr-fc-summary","component":"FormControl","label":"Situation Summary","input":"sr-summary"},
+{"id":"sr-summary","component":"TextArea","name":"summary","rows":5,"placeholder":"Describe the current situation, actions taken, and needs…"},
+{"id":"sitrep-btns","component":"Buttons","buttons":["sitrep-btn"]},
+{"id":"sitrep-btn","component":"Button","label":"File Report","variant":"primary"}
+]}}
+</a2ui-json>
+
+**How the 18 items map to the screen:**
+
+| # | Requirement | Location |
+|---|---|---|
+| 1 | Incidents by zone + severity | **Incidents** tab (table + chart) |
+| 2 | Overall severity summary | **Overview** donut chart |
+| 3 | Vehicles/personnel/supplies | **Resources** tab |
+| 4 | Shelters capacity/occupancy | **Resources** tab |
+| 5 | Evacuation route status | **Field Ops** tab |
+| 6 | 48-hour weather forecast | **Overview** tab |
+| 7 | Rescued & casualties | **Overview** impact stats |
+| 8 | Volunteers + assignments | **Field Ops** tab |
+| 9 | Donations received | **Overview** tab |
+| 10 | Pending aid requests | **Overview** tab |
+| 11 | Comms channel status | **Communications** tab |
+| 12 | Roads closed | **Field Ops** tab |
+| 13 | Hospitals + free beds | **Resources** tab |
+| 14 | Open tasks + assignees | **Overview** tab |
+| 15 | Request resources form | **Resources** tab |
+| 16 | Broadcast update form | **Communications** tab |
+| 17 | Focus on one zone | **Incidents** tab |
+| 18 | File a situation report | **Situation Report** tab |
+
+Want me to wire any of the forms to real actions, add live map placeholders, or adjust the sample data?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..f469a8825
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,155 @@
+I'll build a comprehensive emergency coordination dashboard covering all 18 items, organized into tabs.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"erc","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D32F2F","agentDisplayName":"Emergency Response Coordination"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"erc","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","alert1","tabs","fu"]},
+{"id":"hdr","component":"CardHeader","title":"Emergency Response Coordination Center","subtitle":"Live operational picture — updated 14:32 UTC"},
+{"id":"alert1","component":"Alert","variant":"destructive","title":"RED ALERT — Zone A","description":"Flash flood risk escalating. Evacuation of Riverside sector in progress."},
+{"id":"tabs","component":"Tabs","items":["t1","t2","t3","t4","t5"]},
+
+{"id":"t1","component":"TabItem","value":"ops","trigger":"Operations","content":["cInc","cSev","cRoutes","cRoads","cFocus"]},
+{"id":"cInc","component":"Card","variant":"card","children":["hInc","tblInc"]},
+{"id":"hInc","component":"CardHeader","title":"1. Active Incidents by Zone","subtitle":"Severity per incident"},
+{"id":"tblInc","component":"Table","columns":["colIZ","colIT","colIS","colIU"]},
+{"id":"colIZ","component":"Col","label":"Zone","data":["Zone A","Zone A","Zone B","Zone C","Zone D"]},
+{"id":"colIT","component":"Col","label":"Incident","data":["Flash flood","Building collapse","Wildfire","Power outage","Landslide"]},
+{"id":"colIS","component":"Col","label":"Severity","data":["Critical","High","High","Medium","Low"]},
+{"id":"colIU","component":"Col","label":"Units On Scene","data":["12","8","15","4","3"],"type":"number"},
+{"id":"cSev","component":"Card","variant":"card","children":["hSev","pieSev"]},
+{"id":"hSev","component":"CardHeader","title":"2. Overall Severity Summary"},
+{"id":"pieSev","component":"PieChart","labels":["Critical","High","Medium","Low"],"values":[1,2,1,1],"variant":"donut"},
+{"id":"cRoutes","component":"Card","variant":"card","children":["hRoutes","tblRoutes"]},
+{"id":"hRoutes","component":"CardHeader","title":"5. Evacuation Route Status"},
+{"id":"tblRoutes","component":"Table","columns":["colRN","colRS","colRT"]},
+{"id":"colRN","component":"Col","label":"Route","data":["Route 1 — North Hwy","Route 2 — River Rd","Route 3 — East Bypass","Route 4 — South Bridge"]},
+{"id":"colRS","component":"Col","label":"Status","data":["Open","Flooded — Closed","Open — Congested","Open"]},
+{"id":"colRT","component":"Col","label":"Est. Transit","data":["25 min","—","55 min","30 min"]},
+{"id":"cRoads","component":"Card","variant":"card","children":["hRoads","tagRoads"]},
+{"id":"hRoads","component":"CardHeader","title":"12. Roads Closed"},
+{"id":"tagRoads","component":"TagBlock","tags":["River Rd (km 3–9)","Old Mill Bridge","Canyon Pass","Harbor St underpass"]},
+{"id":"cFocus","component":"Card","variant":"card","children":["hFocus","fFocus"]},
+{"id":"hFocus","component":"CardHeader","title":"17. Focus on a Zone"},
+{"id":"fFocus","component":"Form","name":"focusZone","fields":["fcFocus"],"buttons":"btnsFocus"},
+{"id":"fcFocus","component":"FormControl","label":"Zone","input":"selFocus"},
+{"id":"selFocus","component":"Select","name":"zone","placeholder":"Select zone","items":["siA","siB","siC","siD"]},
+{"id":"siA","component":"SelectItem","value":"A","label":"Zone A"},
+{"id":"siB","component":"SelectItem","value":"B","label":"Zone B"},
+{"id":"siC","component":"SelectItem","value":"C","label":"Zone C"},
+{"id":"siD","component":"SelectItem","value":"D","label":"Zone D"},
+{"id":"btnsFocus","component":"Buttons","buttons":["bFocus"]},
+{"id":"bFocus","component":"Button","label":"Focus Zone","variant":"primary"},
+
+{"id":"t2","component":"TabItem","value":"res","trigger":"Resources","content":["cRes","cShel","cHosp","cReq"]},
+{"id":"cRes","component":"Card","variant":"card","children":["hRes","barRes"]},
+{"id":"hRes","component":"CardHeader","title":"3. Available Vehicles, Personnel & Supplies"},
+{"id":"barRes","component":"BarChart","labels":["Vehicles","Personnel","Supply Kits"],"series":["serAvail","serDeploy"],"xLabel":"Resource","yLabel":"Count"},
+{"id":"serAvail","component":"Series","category":"Available","values":[18,64,420]},
+{"id":"serDeploy","component":"Series","category":"Deployed","values":[27,132,260]},
+{"id":"cShel","component":"Card","variant":"card","children":["hShel","tblShel"]},
+{"id":"hShel","component":"CardHeader","title":"4. Shelters — Capacity & Occupancy"},
+{"id":"tblShel","component":"Table","columns":["colSN","colSC","colSO"]},
+{"id":"colSN","component":"Col","label":"Shelter","data":["Central School","St. Mary's Hall","Arena East","Community Center"]},
+{"id":"colSC","component":"Col","label":"Capacity","data":["500","200","800","150"],"type":"number"},
+{"id":"colSO","component":"Col","label":"Occupancy","data":["410","185","230","60"],"type":"number"},
+{"id":"cHosp","component":"Card","variant":"card","children":["hHosp","tblHosp"]},
+{"id":"hHosp","component":"CardHeader","title":"13. Nearby Hospitals — Free Beds"},
+{"id":"tblHosp","component":"Table","columns":["colHN","colHD","colHB"]},
+{"id":"colHN","component":"Col","label":"Hospital","data":["City General","St. Luke's","Regional Trauma Ctr","Northgate Clinic"]},
+{"id":"colHD","component":"Col","label":"Distance","data":["4 km","7 km","12 km","9 km"]},
+{"id":"colHB","component":"Col","label":"Free Beds","data":["23","8","5","14"],"type":"number"},
+{"id":"cReq","component":"Card","variant":"card","children":["hReq","fReq"]},
+{"id":"hReq","component":"CardHeader","title":"15. Request More Resources"},
+{"id":"fReq","component":"Form","name":"reqRes","fields":["fcReqT","fcReqQ"],"buttons":"btnsReq"},
+{"id":"fcReqT","component":"FormControl","label":"Resource Type","input":"selReqT"},
+{"id":"selReqT","component":"Select","name":"type","placeholder":"Select type","items":["siVeh","siPer","siMed","siFood","siWater","siBoat"]},
+{"id":"siVeh","component":"SelectItem","value":"vehicles","label":"Vehicles"},
+{"id":"siPer","component":"SelectItem","value":"personnel","label":"Personnel"},
+{"id":"siMed","component":"SelectItem","value":"medical","label":"Medical Supplies"},
+{"id":"siFood","component":"SelectItem","value":"food","label":"Food"},
+{"id":"siWater","component":"SelectItem","value":"water","label":"Water"},
+{"id":"siBoat","component":"SelectItem","value":"boats","label":"Rescue Boats"},
+{"id":"fcReqQ","component":"FormControl","label":"Quantity","input":"inReqQ"},
+{"id":"inReqQ","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 10"},
+{"id":"btnsReq","component":"Buttons","buttons":["bReq"]},
+{"id":"bReq","component":"Button","label":"Submit Request","variant":"primary"},
+
+{"id":"t3","component":"TabItem","value":"people","trigger":"People & Aid","content":["cStat","cVol","cDon","cAid"]},
+{"id":"cStat","component":"Card","variant":"card","children":["hStat","pieStat"]},
+{"id":"hStat","component":"CardHeader","title":"7. Rescued & Casualties So Far"},
+{"id":"pieStat","component":"PieChart","labels":["Rescued","Injured","Fatalities","Missing"],"values":[342,87,12,19],"variant":"pie"},
+{"id":"cVol","component":"Card","variant":"card","children":["hVol","tblVol"]},
+{"id":"hVol","component":"CardHeader","title":"8. Volunteers On Duty"},
+{"id":"tblVol","component":"Table","columns":["colVN","colVA"]},
+{"id":"colVN","component":"Col","label":"Volunteer","data":["M. Chen","R. Alvarez","S. Okafor","J. Novak","L. Petit","A. Singh"]},
+{"id":"colVA","component":"Col","label":"Assignment","data":["Shelter intake — Central","Search & rescue — Zone A","Medical triage","Supply distribution","Comms operator","Route 3 traffic control"]},
+{"id":"cDon","component":"Card","variant":"card","children":["hDon","tblDon"]},
+{"id":"hDon","component":"CardHeader","title":"9. Donations Received"},
+{"id":"tblDon","component":"Table","columns":["colDS","colDA"]},
+{"id":"colDS","component":"Col","label":"Source","data":["Red Cross Fund","Local businesses","Online campaign","Community drive"]},
+{"id":"colDA","component":"Col","label":"Amount","data":["$120,000","$45,500","$78,200","$12,300"]},
+{"id":"cAid","component":"Card","variant":"card","children":["hAid","tblAid"]},
+{"id":"hAid","component":"CardHeader","title":"10. Aid Requests Awaiting Action"},
+{"id":"tblAid","component":"Table","columns":["colAN","colAZ","colAR","colAP"]},
+{"id":"colAN","component":"Col","label":"#","data":["A-104","A-105","A-106","A-107"],"type":"number"},
+{"id":"colAZ","component":"Col","label":"Zone","data":["A","C","A","D"]},
+{"id":"colAR","component":"Col","label":"Request","data":["Insulin delivery","Baby formula","Water rescue — 4 trapped","Generator fuel"]},
+{"id":"colAP","component":"Col","label":"Priority","data":["Urgent","High","Critical","Medium"]},
+
+{"id":"t4","component":"TabItem","value":"comms","trigger":"Comms & Weather","content":["cComms","cWx","cBcast","cSitrep"]},
+{"id":"cComms","component":"Card","variant":"card","children":["hComms","tblComms"]},
+{"id":"hComms","component":"CardHeader","title":"11. Communication Channels"},
+{"id":"tblComms","component":"Table","columns":["colCN","colCU"]},
+{"id":"colCN","component":"Col","label":"Channel","data":["VHF Radio Net","Cell Network","Satellite Link","Mesh Network","PA System"]},
+{"id":"colCU","component":"Col","label":"Status","data":["Up","Degraded (Zone A)","Up","Down — Zone B","Up"]},
+{"id":"cWx","component":"Card","variant":"card","children":["hWx","lineWx","txtWx"]},
+{"id":"hWx","component":"CardHeader","title":"6. Weather Forecast — Next 48h"},
+{"id":"lineWx","component":"LineChart","labels":["Now","+6h","+12h","+18h","+24h","+30h","+36h","+42h","+48h"],"series":["serTemp","serRain"],"xLabel":"Time","yLabel":"°C / mm"},
+{"id":"serTemp","component":"Series","category":"Temp (°C)","values":[18,16,14,13,15,19,21,20,17]},
+{"id":"serRain","component":"Series","category":"Rainfall (mm)","values":[12,25,40,35,18,8,3,0,0]},
+{"id":"txtWx","component":"TextContent","text":"Heavy rain expected to peak at +12h (40mm), easing after +24h. Flood risk remains high overnight.","size":"small"},
+{"id":"cBcast","component":"Card","variant":"card","children":["hBcast","fBcast"]},
+{"id":"hBcast","component":"CardHeader","title":"16. Broadcast an Update"},
+{"id":"fBcast","component":"Form","name":"broadcast","fields":["fcBcast"],"buttons":"btnsBcast"},
+{"id":"fcBcast","component":"FormControl","label":"Message","input":"taBcast"},
+{"id":"taBcast","component":"TextArea","name":"message","placeholder":"Type broadcast message to all channels...","rows":3},
+{"id":"btnsBcast","component":"Buttons","buttons":["bBcast"]},
+{"id":"bBcast","component":"Button","label":"Broadcast","variant":"primary"},
+{"id":"cSitrep","component":"Card","variant":"card","children":["hSitrep","fSitrep"]},
+{"id":"hSitrep","component":"CardHeader","title":"18. File a Situation Report"},
+{"id":"fSitrep","component":"Form","name":"sitrep","fields":["fcSrZ","fcSrS","fcSrD"],"buttons":"btnsSr"},
+{"id":"fcSrZ","component":"FormControl","label":"Zone","input":"selSrZ"},
+{"id":"selSrZ","component":"Select","name":"zone","placeholder":"Select zone","items":["siSrA","siSrB","siSrC","siSrD"]},
+{"id":"siSrA","component":"SelectItem","value":"A","label":"Zone A"},
+{"id":"siSrB","component":"SelectItem","value":"B","label":"Zone B"},
+{"id":"siSrC","component":"SelectItem","value":"C","label":"Zone C"},
+{"id":"siSrD","component":"SelectItem","value":"D","label":"Zone D"},
+{"id":"fcSrS","component":"FormControl","label":"Severity","input":"selSrS"},
+{"id":"selSrS","component":"Select","name":"severity","placeholder":"Select severity","items":["siSrC1","siSrH","siSrM","siSrL"]},
+{"id":"siSrC1","component":"SelectItem","value":"critical","label":"Critical"},
+{"id":"siSrH","component":"SelectItem","value":"high","label":"High"},
+{"id":"siSrM","component":"SelectItem","value":"medium","label":"Medium"},
+{"id":"siSrL","component":"SelectItem","value":"low","label":"Low"},
+{"id":"fcSrD","component":"FormControl","label":"Situation Details","input":"taSrD"},
+{"id":"taSrD","component":"TextArea","name":"details","placeholder":"Describe current situation...","rows":4},
+{"id":"btnsSr","component":"Buttons","buttons":["bSr"]},
+{"id":"bSr","component":"Button","label":"File Report","variant":"primary"},
+
+{"id":"t5","component":"TabItem","value":"tasks","trigger":"Tasks","content":["cTasks"]},
+{"id":"cTasks","component":"Card","variant":"card","children":["hTasks","tblTasks"]},
+{"id":"hTasks","component":"CardHeader","title":"14. Open Tasks"},
+{"id":"tblTasks","component":"Table","columns":["colTN","colTA","colTS"]},
+{"id":"colTN","component":"Col","label":"Task","data":["Clear debris — Route 2","Set up triage tent — Arena","Deliver water — Zone C","Inspect South Bridge","Reestablish mesh node B4"]},
+{"id":"colTA","component":"Col","label":"Assignee","data":["Eng. Crew 3","Med Team 1","Logistics — R. Diaz","Eng. Crew 1","Comms — L. Petit"]},
+{"id":"colTS","component":"Col","label":"Status","data":["In progress","Pending","In progress","Pending","Blocked"]},
+{"id":"fu","component":"FollowUpBlock","items":["fu1","fu2","fu3"]},
+{"id":"fu1","component":"FollowUpItem","text":"Show only Zone A details"},
+{"id":"fu2","component":"FollowUpItem","text":"Escalate critical aid requests"},
+{"id":"fu3","component":"FollowUpItem","text":"Summarize resource gaps"}
+]}}
+</a2ui-json>
+
+The dashboard covers all 18 items across five tabs: **Operations** (incidents, severity summary, routes, road closures, zone focus), **Resources** (vehicles/personnel/supplies, shelters, hospitals, resource request form), **People & Aid** (rescued/casualties, volunteers, donations, pending aid requests), **Comms & Weather** (channel status, 48h forecast, broadcast form, situation report form), and **Tasks** (open tasks with assignees).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r1.txt
new file mode 100644
index 000000000..58b60552d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r1.txt
@@ -0,0 +1,370 @@
+Here's a CEO quarterly command dashboard covering all 18 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ceo-command-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E40AF",
+      "agentDisplayName": "Executive Command Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ceo-command-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "controls", "kpiRow1", "kpiRow2", "trendsCard", "deptCard", "risksCard", "initiativesCard", "boardCard"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "CEO Quarterly Command View",
+        "subtitle": "Q3 FY2025 · All Regions · As of Sep 30, 2025"
+      },
+      {
+        "id": "controls",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": ["quarterControl", "regionControl", "exportBtn"]
+      },
+      {
+        "id": "quarterControl",
+        "component": "FormControl",
+        "label": "Quarter",
+        "input": "quarterSelect"
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "value": "q3-2025",
+        "items": ["q1", "q2", "q3", "q4"]
+      },
+      { "id": "q1", "component": "SelectItem", "value": "q1-2025", "label": "Q1 FY2025" },
+      { "id": "q2", "component": "SelectItem", "value": "q2-2025", "label": "Q2 FY2025" },
+      { "id": "q3", "component": "SelectItem", "value": "q3-2025", "label": "Q3 FY2025" },
+      { "id": "q4", "component": "SelectItem", "value": "q4-2025", "label": "Q4 FY2025 (Forecast)" },
+      {
+        "id": "regionControl",
+        "component": "FormControl",
+        "label": "Region Focus",
+        "input": "regionSelect"
+      },
+      {
+        "id": "regionSelect",
+        "component": "Select",
+        "name": "region",
+        "value": "all",
+        "items": ["rAll", "rNA", "rEMEA", "rAPAC", "rLATAM"]
+      },
+      { "id": "rAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+      { "id": "rNA", "component": "SelectItem", "value": "na", "label": "North America" },
+      { "id": "rEMEA", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+      { "id": "rAPAC", "component": "SelectItem", "value": "apac", "label": "APAC" },
+      { "id": "rLATAM", "component": "SelectItem", "value": "latam", "label": "LATAM" },
+      {
+        "id": "exportBtn",
+        "component": "Button",
+        "label": "Export Board Pack (PDF)",
+        "variant": "primary",
+        "action": [{ "action": "export_pack", "format": "pdf", "scope": "full_dashboard" }]
+      },
+      {
+        "id": "kpiRow1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["revCard", "costCard", "profitCard", "runwayCard"]
+      },
+      {
+        "id": "revCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["revHeader", "revText"],
+        "weight": 1
+      },
+      { "id": "revHeader", "component": "CardHeader", "title": "Revenue", "subtitle": "Q3 FY2025" },
+      { "id": "revText", "component": "TextContent", "text": "**$48.2M**  \n+12.4% QoQ · +28% YoY", "size": "large" },
+      {
+        "id": "costCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["costHeader", "costText"],
+        "weight": 1
+      },
+      { "id": "costHeader", "component": "CardHeader", "title": "Costs", "subtitle": "Q3 FY2025" },
+      { "id": "costText", "component": "TextContent", "text": "**$31.6M**  \n+4.1% QoQ · 65.6% of revenue", "size": "large" },
+      {
+        "id": "profitCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["profitHeader", "profitText"],
+        "weight": 1
+      },
+      { "id": "profitHeader", "component": "CardHeader", "title": "Profit", "subtitle": "Q3 FY2025" },
+      { "id": "profitText", "component": "TextContent", "text": "**$16.6M**  \n34.4% margin · +33% QoQ", "size": "large" },
+      {
+        "id": "runwayCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["runwayHeader", "runwayText"],
+        "weight": 1
+      },
+      { "id": "runwayHeader", "component": "CardHeader", "title": "Runway", "subtitle": "At current net burn" },
+      { "id": "runwayText", "component": "TextContent", "text": "**22 months**  \nCash: $84M", "size": "large" },
+      {
+        "id": "kpiRow2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["pipelineCard", "winrateCard", "customersCard", "npsCard"]
+      },
+      {
+        "id": "pipelineCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["pipelineHeader", "pipelineText"],
+        "weight": 1
+      },
+      { "id": "pipelineHeader", "component": "CardHeader", "title": "Sales Pipeline", "subtitle": "Weighted value" },
+      { "id": "pipelineText", "component": "TextContent", "text": "**$96.4M**  \n2.0x next-quarter coverage", "size": "large" },
+      {
+        "id": "winrateCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["winrateHeader", "winrateProgress"],
+        "weight": 1
+      },
+      { "id": "winrateHeader", "component": "CardHeader", "title": "Win Rate", "subtitle": "Trailing 4 quarters" },
+      { "id": "winrateProgress", "component": "Progress", "value": 32, "label": "32% (target 35%)" },
+      {
+        "id": "customersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["custHeader", "custText"],
+        "weight": 1
+      },
+      { "id": "custHeader", "component": "CardHeader", "title": "Customers & Churn", "subtitle": "Q3 FY2025" },
+      { "id": "custText", "component": "TextContent", "text": "**1,284 customers**  \nChurn: 2.1% (logo) · 1.4% (revenue)", "size": "large" },
+      {
+        "id": "npsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["npsHeader", "npsText"],
+        "weight": 1
+      },
+      { "id": "npsHeader", "component": "CardHeader", "title": "NPS", "subtitle": "Latest survey wave" },
+      { "id": "npsText", "component": "TextContent", "text": "**54**  \n+6 vs. last quarter", "size": "large" },
+      {
+        "id": "trendsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["trendsHeader", "revTrend", "costTrend"]
+      },
+      { "id": "trendsHeader", "component": "CardHeader", "title": "Financial Trends — Last 4 Quarters", "subtitle": "Revenue and cost trajectory" },
+      {
+        "id": "revTrend",
+        "component": "LineChart",
+        "labels": ["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"],
+        "series": ["revSeries"],
+        "xLabel": "Quarter",
+        "yLabel": "Revenue ($M)",
+        "variant": "natural"
+      },
+      {
+        "id": "revSeries",
+        "component": "Series",
+        "category": "Revenue",
+        "values": [37.6, 40.1, 42.9, 48.2]
+      },
+      {
+        "id": "costTrend",
+        "component": "LineChart",
+        "labels": ["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"],
+        "series": ["costSeries"],
+        "xLabel": "Quarter",
+        "yLabel": "Costs ($M)",
+        "variant": "natural"
+      },
+      {
+        "id": "costSeries",
+        "component": "Series",
+        "category": "Costs",
+        "values": [27.8, 29.2, 30.4, 31.6]
+      },
+      {
+        "id": "deptCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["deptHeader", "budgetChart", "headcountChart"]
+      },
+      { "id": "deptHeader", "component": "CardHeader", "title": "Departments", "subtitle": "Budget vs. plan and headcount" },
+      {
+        "id": "budgetChart",
+        "component": "BarChart",
+        "labels": ["Engineering", "Sales", "Marketing", "G&A", "Customer Success"],
+        "series": ["budgetActual", "budgetPlan"],
+        "variant": "grouped",
+        "xLabel": "Department",
+        "yLabel": "Budget ($M)"
+      },
+      {
+        "id": "budgetActual",
+        "component": "Series",
+        "category": "Actual",
+        "values": [12.4, 8.1, 4.6, 3.2, 3.3]
+      },
+      {
+        "id": "budgetPlan",
+        "component": "Series",
+        "category": "Plan",
+        "values": [12.0, 8.5, 5.0, 3.0, 3.5]
+      },
+      {
+        "id": "headcountChart",
+        "component": "HorizontalBarChart",
+        "labels": ["Engineering", "Sales", "Customer Success", "Marketing", "G&A"],
+        "series": ["hcSeries"],
+        "xLabel": "Headcount",
+        "yLabel": "Department"
+      },
+      {
+        "id": "hcSeries",
+        "component": "Series",
+        "category": "Headcount",
+        "values": [212, 96, 64, 38, 27]
+      },
+      {
+        "id": "risksCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["risksHeader", "risksTable"]
+      },
+      { "id": "risksHeader", "component": "CardHeader", "title": "Top Risks", "subtitle": "Ranked by severity, with accountable owner" },
+      {
+        "id": "risksTable",
+        "component": "Table",
+        "columns": ["riskCol", "severityCol", "ownerCol", "mitigationCol"]
+      },
+      {
+        "id": "riskCol",
+        "component": "Col",
+        "label": "Risk",
+        "data": ["Key customer concentration (top 3 = 31% of ARR)", "Cloud cost overrun on AI workloads", "Senior eng attrition in platform team", "EU regulatory compliance (AI Act)"]
+      },
+      {
+        "id": "severityCol",
+        "component": "Col",
+        "label": "Severity",
+        "data": ["High", "Medium", "High", "Medium"]
+      },
+      {
+        "id": "ownerCol",
+        "component": "Col",
+        "label": "Owner",
+        "data": ["CRO — J. Alvarez", "CTO — P. Nguyen", "VP Eng — S. Okafor", "GC — M. Laurent"]
+      },
+      {
+        "id": "mitigationCol",
+        "component": "Col",
+        "label": "Mitigation",
+        "data": ["Diversify pipeline; multi-year renewals", "Reserved instances + usage caps", "Retention grants; succession plan", "Compliance audit in Q4"]
+      },
+      {
+        "id": "initiativesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["initHeader", "initTable"]
+      },
+      { "id": "initHeader", "component": "CardHeader", "title": "Strategic Initiatives", "subtitle": "Status vs. quarterly milestones" },
+      {
+        "id": "initTable",
+        "component": "Table",
+        "columns": ["initCol", "statusCol", "ownerInitCol"]
+      },
+      {
+        "id": "initCol",
+        "component": "Col",
+        "label": "Initiative",
+        "data": ["Enterprise tier launch", "APAC market entry", "AI copilot GA", "Platform re-architecture", "Self-serve onboarding"]
+      },
+      {
+        "id": "statusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": ["On Track", "At Risk", "On Track", "Delayed", "Complete"]
+      },
+      {
+        "id": "ownerInitCol",
+        "component": "Col",
+        "label": "Owner",
+        "data": ["CPO", "COO", "CTO", "VP Eng", "CRO"]
+      },
+      {
+        "id": "boardCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["boardHeader", "boardList"]
+      },
+      { "id": "boardHeader", "component": "CardHeader", "title": "Next Board Meeting — Agenda Items", "subtitle": "Scheduled Nov 14, 2025" },
+      {
+        "id": "boardList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["board1", "board2", "board3", "board4", "board5"]
+      },
+      { "id": "board1", "component": "ListItem", "title": "FY2026 annual plan & budget approval", "subtitle": "CFO to present draft" },
+      { "id": "board2", "component": "ListItem", "title": "Series D timing & runway strategy", "subtitle": "22-month runway; raise vs. profitability path" },
+      { "id": "board3", "component": "ListItem", "title": "APAC expansion go/no-go", "subtitle": "Initiative currently at risk" },
+      { "id": "board4", "component": "ListItem", "title": "Customer concentration risk review", "subtitle": "Top-3 accounts = 31% of ARR" },
+      { "id": "board5", "component": "ListItem", "title": "Executive comp & retention plan", "subtitle": "Platform team attrition" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 18 items are covered: KPI cards for revenue (1), costs (2), profit (3), runway (10), pipeline (11), win rate (12), customers & churn (13), and NPS (14); line charts for 4-quarter revenue (4) and costs (5); grouped bar chart for budget vs. plan (6); headcount chart (7); risks table with owners (8); initiatives table with status (9); board agenda list (15); quarter selector (16); region filter (17); and the export button (18).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..9e5a547ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r2.txt
@@ -0,0 +1,118 @@
+Here's a CEO quarterly command dashboard covering all 18 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ceo-command",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#1E40AF", "agentDisplayName": "CEO Command View" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ceo-command",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["hdr", "controls", "kpiRow1", "kpiRow2", "chartsRow", "deptRow", "risksCard", "initiativesCard", "boardCard", "exportRow"] },
+
+      { "id": "hdr", "component": "CardHeader", "title": "CEO Quarterly Command View — Q3 FY2025", "subtitle": "All figures in USD millions unless noted" },
+
+      { "id": "controls", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "end", "children": ["fcQuarter", "fcRegion"] },
+      { "id": "fcQuarter", "component": "FormControl", "label": "Quarter", "input": "selQuarter" },
+      { "id": "selQuarter", "component": "Select", "name": "quarter", "value": "Q3 FY2025", "items": ["qi1","qi2","qi3","qi4"] },
+      { "id": "qi1", "component": "SelectItem", "value": "Q1 FY2025", "label": "Q1 FY2025" },
+      { "id": "qi2", "component": "SelectItem", "value": "Q2 FY2025", "label": "Q2 FY2025" },
+      { "id": "qi3", "component": "SelectItem", "value": "Q3 FY2025", "label": "Q3 FY2025" },
+      { "id": "qi4", "component": "SelectItem", "value": "Q4 FY2025", "label": "Q4 FY2025" },
+      { "id": "fcRegion", "component": "FormControl", "label": "Region focus", "input": "selRegion" },
+      { "id": "selRegion", "component": "Select", "name": "region", "value": "all", "items": ["ri1","ri2","ri3","ri4","ri5"] },
+      { "id": "ri1", "component": "SelectItem", "value": "all", "label": "All regions" },
+      { "id": "ri2", "component": "SelectItem", "value": "na", "label": "North America" },
+      { "id": "ri3", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+      { "id": "ri4", "component": "SelectItem", "value": "apac", "label": "APAC" },
+      { "id": "ri5", "component": "SelectItem", "value": "latam", "label": "LATAM" },
+
+      { "id": "kpiRow1", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpiRev", "kpiCost", "kpiProfit", "kpiRunway"] },
+      { "id": "kpiRev", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiRevH", "kpiRevV"] },
+      { "id": "kpiRevH", "component": "TextContent", "text": "Revenue", "size": "small" },
+      { "id": "kpiRevV", "component": "TextContent", "text": "$48.2M  ▲ 12% QoQ", "size": "large-heavy" },
+      { "id": "kpiCost", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiCostH", "kpiCostV"] },
+      { "id": "kpiCostH", "component": "TextContent", "text": "Costs", "size": "small" },
+      { "id": "kpiCostV", "component": "TextContent", "text": "$33.6M  ▲ 4% QoQ", "size": "large-heavy" },
+      { "id": "kpiProfit", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiProfitH", "kpiProfitV"] },
+      { "id": "kpiProfitH", "component": "TextContent", "text": "Profit", "size": "small" },
+      { "id": "kpiProfitV", "component": "TextContent", "text": "$14.6M  (30.3% margin)", "size": "large-heavy" },
+      { "id": "kpiRunway", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiRunwayH", "kpiRunwayV"] },
+      { "id": "kpiRunwayH", "component": "TextContent", "text": "Runway", "size": "small" },
+      { "id": "kpiRunwayV", "component": "TextContent", "text": "22 months", "size": "large-heavy" },
+
+      { "id": "kpiRow2", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpiPipe", "kpiWin", "kpiCust", "kpiNps"] },
+      { "id": "kpiPipe", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiPipeH", "kpiPipeV"] },
+      { "id": "kpiPipeH", "component": "TextContent", "text": "Sales pipeline", "size": "small" },
+      { "id": "kpiPipeV", "component": "TextContent", "text": "$96.4M", "size": "large-heavy" },
+      { "id": "kpiWin", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiWinH", "kpiWinV"] },
+      { "id": "kpiWinH", "component": "TextContent", "text": "Win rate", "size": "small" },
+      { "id": "kpiWinV", "component": "TextContent", "text": "27%", "size": "large-heavy" },
+      { "id": "kpiCust", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiCustH", "kpiCustV"] },
+      { "id": "kpiCustH", "component": "TextContent", "text": "Customers / churn", "size": "small" },
+      { "id": "kpiCustV", "component": "TextContent", "text": "1,284  ·  2.1% churn", "size": "large-heavy" },
+      { "id": "kpiNps", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiNpsH", "kpiNpsV"] },
+      { "id": "kpiNpsH", "component": "TextContent", "text": "NPS", "size": "small" },
+      { "id": "kpiNpsV", "component": "TextContent", "text": "54", "size": "large-heavy" },
+
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["revChartCard", "costChartCard"] },
+      { "id": "revChartCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["revChartH", "revChart", "revSeries"] },
+      { "id": "revChartH", "component": "TextContent", "text": "Revenue — last 4 quarters", "size": "small-heavy" },
+      { "id": "revChart", "component": "BarChart", "labels": ["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"], "series": ["revSeries"], "yLabel": "$M" },
+      { "id": "revSeries", "component": "Series", "category": "Revenue", "values": [38.9, 41.2, 43.0, 48.2] },
+      { "id": "costChartCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["costChartH", "costChart", "costSeries"] },
+      { "id": "costChartH", "component": "TextContent", "text": "Costs — last 4 quarters", "size": "small-heavy" },
+      { "id": "costChart", "component": "BarChart", "labels": ["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"], "series": ["costSeries"], "yLabel": "$M" },
+      { "id": "costSeries", "component": "Series", "category": "Costs", "values": [30.1, 31.4, 32.3, 33.6] },
+
+      { "id": "deptRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["budgetCard", "hcCard"] },
+      { "id": "budgetCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["budgetH", "budgetChart", "bsActual", "bsPlan"] },
+      { "id": "budgetH", "component": "TextContent", "text": "Budget by department vs plan ($M)", "size": "small-heavy" },
+      { "id": "budgetChart", "component": "HorizontalBarChart", "labels": ["Engineering","Sales","Marketing","G&A","Customer Success"], "series": ["bsActual","bsPlan"], "variant": "grouped" },
+      { "id": "bsActual", "component": "Series", "category": "Actual", "values": [14.2, 9.8, 5.1, 2.6, 1.9] },
+      { "id": "bsPlan", "component": "Series", "category": "Plan", "values": [13.5, 10.2, 5.5, 2.5, 2.0] },
+      { "id": "hcCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["hcH", "hcChart"] },
+      { "id": "hcH", "component": "TextContent", "text": "Headcount by department", "size": "small-heavy" },
+      { "id": "hcChart", "component": "PieChart", "labels": ["Engineering","Sales","Marketing","G&A","Customer Success"], "values": [182, 96, 41, 28, 35], "variant": "donut" },
+
+      { "id": "risksCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["risksH", "risksTable", "rcRisk", "rcOwner", "rcSev"] },
+      { "id": "risksH", "component": "TextContent", "text": "Top risks", "size": "small-heavy" },
+      { "id": "risksTable", "component": "Table", "columns": ["rcRisk", "rcOwner", "rcSev"] },
+      { "id": "rcRisk", "component": "Col", "label": "Risk", "data": ["Key customer renewal concentration (top 3 = 22% of ARR)", "Cloud cost overrun on AI workloads", "Senior eng attrition in platform team", "EU data-residency regulatory change"] },
+      { "id": "rcOwner", "component": "Col", "label": "Owner", "data": ["CRO — J. Alvarez", "CTO — P. Nguyen", "VP Eng — S. Okafor", "GC — M. Rossi"] },
+      { "id": "rcSev", "component": "Col", "label": "Severity", "data": ["High", "Medium", "High", "Medium"] },
+
+      { "id": "initiativesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["initH", "initTable", "icName", "icStatus"] },
+      { "id": "initH", "component": "TextContent", "text": "Strategic initiatives", "size": "small-heavy" },
+      { "id": "initTable", "component": "Table", "columns": ["icName", "icStatus"] },
+      { "id": "icName", "component": "Col", "label": "Initiative", "data": ["APAC market entry", "AI copilot GA launch", "ERP consolidation", "Partner channel program"] },
+      { "id": "icStatus", "component": "Col", "label": "Status", "data": ["On track", "At risk", "On track", "Delayed"] },
+
+      { "id": "boardCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["boardH", "boardList", "bl1", "bl2", "bl3", "bl4"] },
+      { "id": "boardH", "component": "TextContent", "text": "Items for next board meeting", "size": "small-heavy" },
+      { "id": "boardList", "component": "ListBlock", "variant": "number", "items": ["bl1", "bl2", "bl3", "bl4"] },
+      { "id": "bl1", "component": "ListItem", "title": "Approve FY2026 budget and hiring plan", "subtitle": "CFO to present" },
+      { "id": "bl2", "component": "ListItem", "title": "Series D timing and runway strategy", "subtitle": "Decision required" },
+      { "id": "bl3", "component": "ListItem", "title": "APAC entity setup approval", "subtitle": "Legal review complete" },
+      { "id": "bl4", "component": "ListItem", "title": "Executive comp refresh", "subtitle": "Comp committee pre-read" },
+
+      { "id": "exportRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "justify": "end", "children": ["exportBtns"] },
+      { "id": "exportBtns", "component": "Buttons", "buttons": ["btnPdf", "btnSlides", "btnCsv"] },
+      { "id": "btnPdf", "component": "Button", "label": "Export PDF pack", "variant": "primary" },
+      { "id": "btnSlides", "component": "Button", "label": "Export board slides", "variant": "secondary" },
+      { "id": "btnCsv", "component": "Button", "label": "Export data (CSV)", "variant": "tertiary" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 18 items are covered: KPI cards for revenue, costs, profit, runway, pipeline, win rate, customers/churn, and NPS (1–3, 10–14); 4-quarter revenue and cost charts (4–5); budget-vs-plan and headcount-by-department charts (6–7); risks-with-owners and initiatives-with-status tables (8–9); board agenda list (15); quarter selector, region filter, and export buttons (16–18).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..c5e7aa45b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r3.txt
@@ -0,0 +1,119 @@
+Here's your CEO Quarterly Command View — every numbered item covered:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"ceo-command","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E40AF","agentDisplayName":"CEO Command Center"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"ceo-command","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","kpiRow","chartsRow","deptRow","riskInitRow","salesRow","boardSection","followups"]},
+
+    {"id":"header","component":"CardHeader","title":"CEO Quarterly Command View — Q3 FY2025","subtitle":"All figures in USD millions unless noted. Region: Global."},
+
+    {"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["quarterControl","regionControl","exportButtons"]},
+    {"id":"quarterControl","component":"FormControl","label":"Quarter","input":"quarterSelect"},
+    {"id":"quarterSelect","component":"Select","name":"quarter","value":"Q3 FY2025","items":["q1","q2","q3","q4"]},
+    {"id":"q1","component":"SelectItem","value":"Q1 FY2025","label":"Q1 FY2025"},
+    {"id":"q2","component":"SelectItem","value":"Q2 FY2025","label":"Q2 FY2025"},
+    {"id":"q3","component":"SelectItem","value":"Q3 FY2025","label":"Q3 FY2025"},
+    {"id":"q4","component":"SelectItem","value":"Q4 FY2025","label":"Q4 FY2025"},
+    {"id":"regionControl","component":"FormControl","label":"Region Focus","input":"regionSelect"},
+    {"id":"regionSelect","component":"Select","name":"region","value":"global","items":["rGlobal","rNA","rEMEA","rAPAC","rLATAM"]},
+    {"id":"rGlobal","component":"SelectItem","value":"global","label":"Global"},
+    {"id":"rNA","component":"SelectItem","value":"na","label":"North America"},
+    {"id":"rEMEA","component":"SelectItem","value":"emea","label":"EMEA"},
+    {"id":"rAPAC","component":"SelectItem","value":"apac","label":"APAC"},
+    {"id":"rLATAM","component":"SelectItem","value":"latam","label":"LATAM"},
+    {"id":"exportButtons","component":"Buttons","buttons":["exportBtn","exportPdfBtn"]},
+    {"id":"exportBtn","component":"Button","label":"Export Board Pack","variant":"primary","action":[{"type":"export","format":"xlsx"}]},
+    {"id":"exportPdfBtn","component":"Button","label":"Export as PDF","variant":"secondary","action":[{"type":"export","format":"pdf"}]},
+
+    {"id":"kpiRow","component":"Card","variant":"card","direction":"row","gap":"m","wrap":true,"children":["kpiRevenue","kpiCosts","kpiProfit","kpiRunway","kpiPipeline","kpiWinRate","kpiCustomers","kpiNPS"]},
+    {"id":"kpiRevenue","component":"Card","variant":"sunk","children":["kpiRevenueText"],"weight":1},
+    {"id":"kpiRevenueText","component":"TextContent","text":"**Revenue**\n\n# $48.2M\n\n+12.4% QoQ"},
+    {"id":"kpiCosts","component":"Card","variant":"sunk","children":["kpiCostsText"],"weight":1},
+    {"id":"kpiCostsText","component":"TextContent","text":"**Costs**\n\n# $36.7M\n\n+6.1% QoQ"},
+    {"id":"kpiProfit","component":"Card","variant":"sunk","children":["kpiProfitText"],"weight":1},
+    {"id":"kpiProfitText","component":"TextContent","text":"**Profit**\n\n# $11.5M\n\nMargin 23.9%"},
+    {"id":"kpiRunway","component":"Card","variant":"sunk","children":["kpiRunwayText"],"weight":1},
+    {"id":"kpiRunwayText","component":"TextContent","text":"**Runway**\n\n# 19 months\n\nCash: $62M"},
+    {"id":"kpiPipeline","component":"Card","variant":"sunk","children":["kpiPipelineText"],"weight":1},
+    {"id":"kpiPipelineText","component":"TextContent","text":"**Sales Pipeline**\n\n# $132M\n\n3.1x coverage"},
+    {"id":"kpiWinRate","component":"Card","variant":"sunk","children":["kpiWinRateText"],"weight":1},
+    {"id":"kpiWinRateText","component":"TextContent","text":"**Win Rate**\n\n# 27%\n\n+3 pts QoQ"},
+    {"id":"kpiCustomers","component":"Card","variant":"sunk","children":["kpiCustomersText"],"weight":1},
+    {"id":"kpiCustomersText","component":"TextContent","text":"**Customers**\n\n# 1,284\n\nChurn: 2.1%"},
+    {"id":"kpiNPS","component":"Card","variant":"sunk","children":["kpiNPSText"],"weight":1},
+    {"id":"kpiNPSText","component":"TextContent","text":"**NPS**\n\n# 54\n\n+6 vs last quarter"},
+
+    {"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revChartCard","costChartCard"]},
+    {"id":"revChartCard","component":"Card","variant":"card","children":["revChartHeader","revChart","revSeries"],"weight":1},
+    {"id":"revChartHeader","component":"CardHeader","title":"Revenue — Last 4 Quarters","subtitle":"$M"},
+    {"id":"revChart","component":"BarChart","labels":["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"],"series":["revSeries"],"yLabel":"$M"},
+    {"id":"revSeries","component":"Series","category":"Revenue","values":[38.1,41.2,42.9,48.2]},
+    {"id":"costChartCard","component":"Card","variant":"card","children":["costChartHeader","costChart","costSeries"],"weight":1},
+    {"id":"costChartHeader","component":"CardHeader","title":"Costs — Last 4 Quarters","subtitle":"$M"},
+    {"id":"costChart","component":"LineChart","labels":["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"],"series":["costSeries"],"yLabel":"$M"},
+    {"id":"costSeries","component":"Series","category":"Costs","values":[32.4,33.8,34.6,36.7]},
+
+    {"id":"deptRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["budgetCard","headcountCard"]},
+    {"id":"budgetCard","component":"Card","variant":"card","children":["budgetHeader","budgetChart","budgetActual","budgetPlan"],"weight":1},
+    {"id":"budgetHeader","component":"CardHeader","title":"Budget by Department vs Plan","subtitle":"$M, Q3 FY2025"},
+    {"id":"budgetChart","component":"HorizontalBarChart","labels":["Engineering","Sales","Marketing","G&A","Customer Success"],"series":["budgetActual","budgetPlan"],"variant":"grouped","xLabel":"$M"},
+    {"id":"budgetActual","component":"Series","category":"Actual","values":[14.2,9.8,5.6,3.4,3.7]},
+    {"id":"budgetPlan","component":"Series","category":"Plan","values":[13.5,10.5,6.0,3.2,4.0]},
+    {"id":"headcountCard","component":"Card","variant":"card","children":["headcountHeader","headcountChart"],"weight":1},
+    {"id":"headcountHeader","component":"CardHeader","title":"Headcount by Department","subtitle":"Total: 486"},
+    {"id":"headcountChart","component":"PieChart","labels":["Engineering","Sales","Marketing","G&A","Customer Success"],"values":[212,118,54,38,64],"variant":"donut"},
+
+    {"id":"riskInitRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["riskCard","initCard"]},
+    {"id":"riskCard","component":"Card","variant":"card","children":["riskHeader","riskTable","riskColRisk","riskColOwner","riskColSeverity"],"weight":1},
+    {"id":"riskHeader","component":"CardHeader","title":"Top Risks","subtitle":"With accountable owner"},
+    {"id":"riskTable","component":"Table","columns":["riskColRisk","riskColOwner","riskColSeverity"]},
+    {"id":"riskColRisk","component":"Col","label":"Risk","data":["Key enterprise deal slippage","Cloud cost overrun","Senior eng attrition","EU regulatory change"]},
+    {"id":"riskColOwner","component":"Col","label":"Owner","data":["CRO — J. Alvarez","CTO — P. Nguyen","CPO — S. Okafor","GC — M. Brandt"]},
+    {"id":"riskColSeverity","component":"Col","label":"Severity","data":["High","Medium","High","Medium"]},
+    {"id":"initCard","component":"Card","variant":"card","children":["initHeader","initTable","initColName","initColStatus"],"weight":1},
+    {"id":"initHeader","component":"CardHeader","title":"Strategic Initiatives","subtitle":"Status as of quarter end"},
+    {"id":"initTable","component":"Table","columns":["initColName","initColStatus"]},
+    {"id":"initColName","component":"Col","label":"Initiative","data":["APAC market entry","AI product line launch","Platform re-architecture","Partner channel program"]},
+    {"id":"initColStatus","component":"Col","label":"Status","data":["On Track","At Risk","On Track","Delayed"]},
+
+    {"id":"salesRow","component":"Card","variant":"card","children":["salesHeader","salesChart","salesSeries"]},
+    {"id":"salesHeader","component":"CardHeader","title":"Sales Pipeline by Stage","subtitle":"Total $132M"},
+    {"id":"salesChart","component":"BarChart","labels":["Discovery","Qualification","Proposal","Negotiation","Closing"],"series":["salesSeries"],"variant":"grouped","yLabel":"$M"},
+    {"id":"salesSeries","component":"Series","category":"Pipeline Value","values":[42,35,28,17,10]},
+
+    {"id":"boardSection","component":"Card","variant":"card","children":["boardHeader","boardList","boardItem1","boardItem2","boardItem3","boardItem4"]},
+    {"id":"boardHeader","component":"CardHeader","title":"Items for Next Board Meeting","subtitle":"Scheduled: Nov 14, 2025"},
+    {"id":"boardList","component":"ListBlock","variant":"number","items":["boardItem1","boardItem2","boardItem3","boardItem4"]},
+    {"id":"boardItem1","component":"ListItem","title":"Approve FY2026 annual plan and budget","subtitle":"Owner: CFO"},
+    {"id":"boardItem2","component":"ListItem","title":"Series C timing and runway strategy","subtitle":"Owner: CEO / CFO"},
+    {"id":"boardItem3","component":"ListItem","title":"APAC entity setup approval","subtitle":"Owner: GC"},
+    {"id":"boardItem4","component":"ListItem","title":"Executive compensation review","subtitle":"Owner: Comp Committee"},
+
+    {"id":"followups","component":"FollowUpBlock","items":["fu1","fu2","fu3"]},
+    {"id":"fu1","component":"FollowUpItem","text":"Drill into EMEA performance"},
+    {"id":"fu2","component":"FollowUpItem","text":"Show Q2 FY2025 view"},
+    {"id":"fu3","component":"FollowUpItem","text":"Break down churn by segment"}
+  ]}}
+]
+</a2ui-json>
+
+**Coverage of all 18 items:**
+1. **Revenue / 2. Costs / 3. Profit** — KPI cards ($48.2M / $36.7M / $11.5M)
+4. **Revenue over 4 quarters** — bar chart
+5. **Costs over 4 quarters** — line chart
+6. **Budget by dept vs plan** — grouped horizontal bar chart (actual vs plan)
+7. **Headcount by dept** — donut chart (486 total)
+8. **Top risks with owner** — table with named owners and severity
+9. **Strategic initiatives with status** — table (On Track / At Risk / Delayed)
+10. **Runway** — 19 months KPI card
+11. **Pipeline value** — $132M KPI + stage breakdown chart
+12. **Win rate** — 27% KPI card
+13. **Customers & churn** — 1,284 customers, 2.1% churn
+14. **NPS** — 54, +6 QoQ
+15. **Board meeting items** — numbered list with owners
+16. **Change quarter** — quarter selector (Q1–Q4)
+17. **Focus on region** — region selector (Global, NA, EMEA, APAC, LATAM)
+18. **Export** — "Export Board Pack" (XLSX) and "Export as PDF" buttons
+
+Want me to pre-load a different quarter's data or add a region-level drill-down?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..f4f4b740a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-exec__r4.txt
@@ -0,0 +1,116 @@
+Here's your CEO Quarterly Command View — a single screen covering all 18 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ceo-command","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E40AF","agentDisplayName":"CEO Command View"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ceo-command","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","controls","kpiRow","trendRow","deptRow","riskInitRow","salesRow","custRow","boardCard"]},
+
+{"id":"hdr","component":"CardHeader","title":"CEO Quarterly Command View — Q3 FY2025","subtitle":"All figures in $M unless noted. Data as of quarter close."},
+
+{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["fcQ","fcR","fcExp"]},
+{"id":"fcQ","component":"FormControl","label":"Quarter","input":"selQ"},
+{"id":"selQ","component":"Select","name":"quarter","items":["q1","q2","q3","q4"],"value":"Q3 FY2025"},
+{"id":"q1","component":"SelectItem","value":"Q1 FY2025","label":"Q1 FY2025"},
+{"id":"q2","component":"SelectItem","value":"Q2 FY2025","label":"Q2 FY2025"},
+{"id":"q3","component":"SelectItem","value":"Q3 FY2025","label":"Q3 FY2025"},
+{"id":"q4","component":"SelectItem","value":"Q4 FY2025","label":"Q4 FY2025"},
+{"id":"fcR","component":"FormControl","label":"Region focus","input":"selR"},
+{"id":"selR","component":"Select","name":"region","items":["rAll","rNA","rEU","rAPAC"],"value":"All Regions"},
+{"id":"rAll","component":"SelectItem","value":"All Regions","label":"All Regions"},
+{"id":"rNA","component":"SelectItem","value":"North America","label":"North America"},
+{"id":"rEU","component":"SelectItem","value":"Europe","label":"Europe"},
+{"id":"rAPAC","component":"SelectItem","value":"APAC","label":"APAC"},
+{"id":"fcExp","component":"FormControl","label":"Board pack","input":"btnExp"},
+{"id":"btnExp","component":"Button","label":"Export Pack (PDF)","variant":"primary","action":[{"action":"export_pack","format":"pdf"}]},
+
+{"id":"kpiRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["kpiRev","kpiCost","kpiProfit","kpiRunway"]},
+{"id":"kpiRev","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiRevT","kpiRevV","kpiRevB"]},
+{"id":"kpiRevT","component":"TextContent","text":"Revenue","size":"small"},
+{"id":"kpiRevV","component":"TextContent","text":"$48.2M","size":"large-heavy"},
+{"id":"kpiRevB","component":"Badge","text":"+12% QoQ","variant":"default"},
+{"id":"kpiCost","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiCostT","kpiCostV","kpiCostB"]},
+{"id":"kpiCostT","component":"TextContent","text":"Costs","size":"small"},
+{"id":"kpiCostV","component":"TextContent","text":"$31.5M","size":"large-heavy"},
+{"id":"kpiCostB","component":"Badge","text":"+4% QoQ","variant":"secondary"},
+{"id":"kpiProfit","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiProfT","kpiProfV","kpiProfB"]},
+{"id":"kpiProfT","component":"TextContent","text":"Profit","size":"small"},
+{"id":"kpiProfV","component":"TextContent","text":"$16.7M","size":"large-heavy"},
+{"id":"kpiProfB","component":"Badge","text":"34.6% margin","variant":"default"},
+{"id":"kpiRunway","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiRunT","kpiRunV","kpiRunB"]},
+{"id":"kpiRunT","component":"TextContent","text":"Runway","size":"small"},
+{"id":"kpiRunV","component":"TextContent","text":"22 months","size":"large-heavy"},
+{"id":"kpiRunB","component":"Badge","text":"Cash $92M","variant":"outline"},
+
+{"id":"trendRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["revChartCard","costChartCard"]},
+{"id":"revChartCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["revChartH","revChart"]},
+{"id":"revChartH","component":"TextContent","text":"Revenue — Last 4 Quarters ($M)","size":"small-heavy"},
+{"id":"revChart","component":"BarChart","labels":["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"],"series":["revSeries"],"yLabel":"$M"},
+{"id":"revSeries","component":"Series","category":"Revenue","values":[38.5,41.0,43.1,48.2]},
+{"id":"costChartCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["costChartH","costChart"]},
+{"id":"costChartH","component":"TextContent","text":"Costs — Last 4 Quarters ($M)","size":"small-heavy"},
+{"id":"costChart","component":"BarChart","labels":["Q4 FY24","Q1 FY25","Q2 FY25","Q3 FY25"],"series":["costSeries"],"yLabel":"$M"},
+{"id":"costSeries","component":"Series","category":"Costs","values":[28.2,29.4,30.3,31.5]},
+
+{"id":"deptRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["budgetCard","hcCard"]},
+{"id":"budgetCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["budgetH","budgetChart"]},
+{"id":"budgetH","component":"TextContent","text":"Budget by Department vs Plan ($M)","size":"small-heavy"},
+{"id":"budgetChart","component":"HorizontalBarChart","labels":["Engineering","Sales","Marketing","G&A","Customer Success"],"series":["budgetActual","budgetPlan"],"variant":"grouped"},
+{"id":"budgetActual","component":"Series","category":"Actual","values":[12.4,8.9,4.6,3.1,2.5]},
+{"id":"budgetPlan","component":"Series","category":"Plan","values":[12.0,9.5,5.0,3.0,2.4]},
+{"id":"hcCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["hcH","hcChart"]},
+{"id":"hcH","component":"TextContent","text":"Headcount by Department","size":"small-heavy"},
+{"id":"hcChart","component":"PieChart","labels":["Engineering","Sales","Marketing","G&A","Customer Success"],"values":[210,120,45,38,62],"variant":"donut"},
+
+{"id":"riskInitRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["riskCard","initCard"]},
+{"id":"riskCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["riskH","riskTable"]},
+{"id":"riskH","component":"TextContent","text":"Top Risks & Owners","size":"small-heavy"},
+{"id":"riskTable","component":"Table","columns":["riskCol","sevCol","ownerCol"]},
+{"id":"riskCol","component":"Col","label":"Risk","data":["Key customer concentration (top 3 = 31% of ARR)","Cloud cost overrun on AI workloads","Senior eng attrition in platform team"],"type":"string"},
+{"id":"sevCol","component":"Col","label":"Severity","data":["High","Medium","Medium"],"type":"string"},
+{"id":"ownerCol","component":"Col","label":"Owner","data":["CRO — J. Alvarez","CTO — P. Nguyen","VP Eng — S. Okafor"],"type":"string"},
+{"id":"initCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["initH","initList"]},
+{"id":"initH","component":"TextContent","text":"Strategic Initiatives","size":"small-heavy"},
+{"id":"initList","component":"ListBlock","variant":"number","items":["init1","init2","init3","init4"]},
+{"id":"init1","component":"ListItem","title":"Enterprise tier launch","subtitle":"Status: On track — GA in Q4"},
+{"id":"init2","component":"ListItem","title":"APAC market entry","subtitle":"Status: At risk — hiring behind plan"},
+{"id":"init3","component":"ListItem","title":"AI copilot in core product","subtitle":"Status: On track — beta NPS 61"},
+{"id":"init4","component":"ListItem","title":"ERP integration partnership","subtitle":"Status: Delayed — legal review"},
+
+{"id":"salesRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["pipeCard","winCard"]},
+{"id":"pipeCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["pipeT","pipeV","pipeB"]},
+{"id":"pipeT","component":"TextContent","text":"Sales Pipeline Value","size":"small"},
+{"id":"pipeV","component":"TextContent","text":"$86.4M","size":"large-heavy"},
+{"id":"pipeB","component":"Badge","text":"3.2x coverage","variant":"default"},
+{"id":"winCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["winT","winV","winProg"]},
+{"id":"winT","component":"TextContent","text":"Win Rate","size":"small"},
+{"id":"winV","component":"TextContent","text":"27%","size":"large-heavy"},
+{"id":"winProg","component":"Progress","value":27,"label":"vs 25% target"},
+
+{"id":"custRow","component":"Card","variant":"card","direction":"row","gap":"m","children":["custCard","churnCard","npsCard"]},
+{"id":"custCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["custT","custV","custB"]},
+{"id":"custT","component":"TextContent","text":"Customers","size":"small"},
+{"id":"custV","component":"TextContent","text":"1,842","size":"large-heavy"},
+{"id":"custB","component":"Badge","text":"+96 net adds","variant":"default"},
+{"id":"churnCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["churnT","churnV","churnB"]},
+{"id":"churnT","component":"TextContent","text":"Churn (logo, quarterly)","size":"small"},
+{"id":"churnV","component":"TextContent","text":"2.1%","size":"large-heavy"},
+{"id":"churnB","component":"Badge","text":"Improved from 2.6%","variant":"default"},
+{"id":"npsCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["npsT","npsV","npsProg"]},
+{"id":"npsT","component":"TextContent","text":"NPS","size":"small"},
+{"id":"npsV","component":"TextContent","text":"54","size":"large-heavy"},
+{"id":"npsProg","component":"Progress","value":54,"label":"Up 6 pts YoY"},
+
+{"id":"boardCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["boardH","boardList"]},
+{"id":"boardH","component":"TextContent","text":"Items for Next Board Meeting","size":"small-heavy"},
+{"id":"boardList","component":"ListBlock","variant":"number","items":["bd1","bd2","bd3","bd4"]},
+{"id":"bd1","component":"ListItem","title":"Approve FY2026 annual operating plan","subtitle":"Decision required"},
+{"id":"bd2","component":"ListItem","title":"Series D timing and size","subtitle":"Discussion — runway at 22 months"},
+{"id":"bd3","component":"ListItem","title":"APAC entry revised budget","subtitle":"Decision required — initiative at risk"},
+{"id":"bd4","component":"ListItem","title":"Customer concentration mitigation plan","subtitle":"Update from CRO"}
+]}}
+</a2ui-json>
+
+The screen covers all 18 items: **1–3** revenue/costs/profit KPI cards, **4–5** four-quarter revenue and cost bar charts, **6** department budget vs. plan (grouped bars), **7** headcount donut, **8** risks table with owners, **9** initiatives with status, **10** runway card, **11** pipeline value, **12** win rate, **13** customer count + churn, **14** NPS, **15** board agenda list, **16** quarter selector, **17** region focus selector, and **18** the Export Pack button. Want me to adjust figures, add a region filter effect, or restructure the layout?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..b6a62c194
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r1.txt
@@ -0,0 +1,122 @@
+Here's the morning trading workspace covering all 17 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "trading-workspace",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0E7A3D", "agentDisplayName": "Trading Desk" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "trading-workspace",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["hdr", "tfCard", "kpis", "row1", "row2", "row3", "row4", "newsCard", "econCard", "stratCard", "riskCard", "actionsCard"] },
+      { "id": "hdr", "component": "CardHeader", "title": "Morning Workspace — Trading Desk", "subtitle": "Mon, pre-open brief • All figures USD" },
+
+      { "id": "tfCard", "component": "Card", "direction": "row", "gap": "m", "align": "center", "children": ["tfLabel", "tfSelect"] },
+      { "id": "tfLabel", "component": "TextContent", "text": "**17. Timeframe**" },
+      { "id": "tfSelect", "component": "Select", "name": "timeframe", "placeholder": "Select timeframe", "value": "1D", "items": ["tf1", "tf2", "tf3", "tf4", "tf5"] },
+      { "id": "tf1", "component": "SelectItem", "value": "1H", "label": "1 Hour" },
+      { "id": "tf2", "component": "SelectItem", "value": "1D", "label": "1 Day" },
+      { "id": "tf3", "component": "SelectItem", "value": "1W", "label": "1 Week" },
+      { "id": "tf4", "component": "SelectItem", "value": "1M", "label": "1 Month" },
+      { "id": "tf5", "component": "SelectItem", "value": "1Y", "label": "1 Year" },
+
+      { "id": "kpis", "component": "Card", "variant": "sunk", "direction": "row", "gap": "l", "wrap": true, "children": ["kpi1", "kpi2", "kpi5", "kpi9"] },
+      { "id": "kpi1", "component": "TextContent", "size": "large-heavy", "text": "**1. Portfolio Value**\n$48,720,400" },
+      { "id": "kpi2", "component": "TextContent", "size": "large-heavy", "text": "**2. P&L Today**\n+$312,850 (+0.64%)" },
+      { "id": "kpi5", "component": "TextContent", "size": "large-heavy", "text": "**5. Value at Risk (1d 95%)**\n$1,140,000 (2.34%)" },
+      { "id": "kpi9", "component": "TextContent", "size": "large-heavy", "text": "**9. Margin in Use**\n$9,730,000 of $15M (64.9%)" },
+
+      { "id": "row1", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["posCard", "sectorCard"] },
+      { "id": "posCard", "component": "Card", "weight": 2, "children": ["posHdr", "posTable"] },
+      { "id": "posHdr", "component": "CardHeader", "title": "3. Open Positions" },
+      { "id": "posTable", "component": "Table", "columns": ["cTicker", "cSize", "cEntry", "cCurrent"] },
+      { "id": "cTicker", "component": "Col", "label": "Ticker", "data": ["AAPL", "MSFT", "NVDA", "JPM", "XOM"] },
+      { "id": "cSize", "component": "Col", "label": "Size (shares)", "type": "number", "data": [12000, 8000, 4500, 15000, 9000] },
+      { "id": "cEntry", "component": "Col", "label": "Entry $", "type": "number", "data": [182.4, 378.1, 512.3, 195.6, 118.2] },
+      { "id": "cCurrent", "component": "Col", "label": "Current $", "type": "number", "data": [191.2, 390.4, 498.7, 201.3, 121.5] },
+      { "id": "sectorCard", "component": "Card", "weight": 1, "children": ["sectorHdr", "sectorChart"] },
+      { "id": "sectorHdr", "component": "CardHeader", "title": "4. Exposure by Sector" },
+      { "id": "sectorChart", "component": "PieChart", "variant": "donut", "labels": ["Tech", "Financials", "Energy", "Health", "Cash"], "values": [42, 22, 14, 12, 10] },
+
+      { "id": "row2", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["moversCard", "watchCard", "ordersCard"] },
+      { "id": "moversCard", "component": "Card", "weight": 1, "children": ["moversHdr", "moversTable"] },
+      { "id": "moversHdr", "component": "CardHeader", "title": "6. Biggest Gainers & Losers Today" },
+      { "id": "moversTable", "component": "Table", "columns": ["mT", "mC"] },
+      { "id": "mT", "component": "Col", "label": "Ticker", "data": ["TSLA", "AMD", "PFE", "BA"] },
+      { "id": "mC", "component": "Col", "label": "Change %", "type": "number", "data": [4.8, 3.1, -2.9, -3.7] },
+      { "id": "watchCard", "component": "Card", "weight": 1, "children": ["watchHdr", "watchTable"] },
+      { "id": "watchHdr", "component": "CardHeader", "title": "7. Watchlist" },
+      { "id": "watchTable", "component": "Table", "columns": ["wT", "wP"] },
+      { "id": "wT", "component": "Col", "label": "Instrument", "data": ["GOOG", "META", "TLT", "GLD"] },
+      { "id": "wP", "component": "Col", "label": "Price $", "type": "number", "data": [141.8, 512.4, 92.1, 218.3] },
+      { "id": "ordersCard", "component": "Card", "weight": 1, "children": ["ordHdr", "ordTable"] },
+      { "id": "ordHdr", "component": "CardHeader", "title": "8. Working Orders" },
+      { "id": "ordTable", "component": "Table", "columns": ["oT", "oS", "oQ", "oP"] },
+      { "id": "oT", "component": "Col", "label": "Ticker", "data": ["NVDA", "JPM", "XOM"] },
+      { "id": "oS", "component": "Col", "label": "Side", "data": ["Buy", "Sell", "Buy"] },
+      { "id": "oQ", "component": "Col", "label": "Qty", "type": "number", "data": [1000, 3000, 2500] },
+      { "id": "oP", "component": "Col", "label": "Limit $", "type": "number", "data": [490.0, 203.5, 119.0] },
+
+      { "id": "row3", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["ddCard", "stratChartCard"] },
+      { "id": "ddCard", "component": "Card", "weight": 1, "children": ["ddHdr", "ddChart"] },
+      { "id": "ddHdr", "component": "CardHeader", "title": "13. Drawdown — Past 12 Months" },
+      { "id": "ddChart", "component": "AreaChart", "variant": "natural", "labels": ["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"], "series": ["ddS"], "yLabel": "Drawdown %" },
+      { "id": "ddS", "component": "Series", "category": "Portfolio DD %", "values": [-2.1,-4.8,-3.2,-7.9,-5.4,-2.8,-1.9,-6.3,-8.7,-4.1,-2.2,-1.4] },
+      { "id": "stratChartCard", "component": "Card", "weight": 1, "children": ["stratHdr", "stratChart"] },
+      { "id": "stratHdr", "component": "CardHeader", "title": "12. Strategy Returns YTD" },
+      { "id": "stratChart", "component": "BarChart", "labels": ["Momentum", "Mean Rev", "Carry", "Vol Arb", "Stat Arb"], "series": ["stratS"], "yLabel": "Return %" },
+      { "id": "stratS", "component": "Series", "category": "YTD %", "values": [14.2, 6.8, 4.1, -2.3, 9.7] },
+
+      { "id": "row4", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["newsCard", "econCard"] },
+      { "id": "newsCard", "component": "Card", "weight": 1, "children": ["newsHdr", "news1", "news2", "news3"] },
+      { "id": "newsHdr", "component": "CardHeader", "title": "10. Market Headlines & Sentiment" },
+      { "id": "news1", "component": "Callout", "variant": "success", "title": "Bullish — Fed signals patience on rates", "description": "Rate path steady; equities bid pre-open." },
+      { "id": "news2", "component": "Callout", "variant": "error", "title": "Bearish — Chip export curbs widen", "description": "Semis under pressure; NVDA/AMD watch." },
+      { "id": "news3", "component": "Callout", "variant": "neutral", "title": "Neutral — Oil steady ahead of OPEC+", "description": "Crude range-bound; energy flat." },
+      { "id": "econCard", "component": "Card", "weight": 1, "children": ["econHdr", "econTable"] },
+      { "id": "econHdr", "component": "CardHeader", "title": "11. Economic Releases This Week" },
+      { "id": "econTable", "component": "Table", "columns": ["eD", "eE", "eF"] },
+      { "id": "eD", "component": "Col", "label": "Day", "data": ["Tue", "Wed", "Thu", "Fri"] },
+      { "id": "eE", "component": "Col", "label": "Release", "data": ["CPI (YoY)", "FOMC Minutes", "Jobless Claims", "Nonfarm Payrolls"] },
+      { "id": "eF", "component": "Col", "label": "Forecast", "data": ["3.1%", "—", "215K", "180K"] },
+
+      { "id": "stratCard", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["riskCard"] },
+      { "id": "riskCard", "component": "Card", "weight": 1, "children": ["riskHdr", "risk1", "risk2", "risk3"] },
+      { "id": "riskHdr", "component": "CardHeader", "title": "14. Risk Limits Near Breach" },
+      { "id": "risk1", "component": "Progress", "label": "Tech sector exposure — 42% / 45% limit", "value": 93 },
+      { "id": "risk2", "component": "Progress", "label": "Margin utilization — 64.9% / 80% limit", "value": 81 },
+      { "id": "risk3", "component": "Progress", "label": "Single-name NVDA VaR — 1.1% / 1.5% limit", "value": 73 },
+
+      { "id": "actionsCard", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["orderCard", "rebalCard"] },
+      { "id": "orderCard", "component": "Card", "weight": 1, "children": ["orderHdr", "orderForm"] },
+      { "id": "orderHdr", "component": "CardHeader", "title": "16. Place Order" },
+      { "id": "orderForm", "component": "Form", "name": "placeOrder", "fields": ["fTicker", "fSide", "fQty"], "buttons": "orderBtns" },
+      { "id": "fTicker", "component": "FormControl", "label": "Ticker", "input": "inTicker" },
+      { "id": "inTicker", "component": "Input", "name": "ticker", "placeholder": "e.g. AAPL" },
+      { "id": "fSide", "component": "FormControl", "label": "Side", "input": "inSide" },
+      { "id": "inSide", "component": "Select", "name": "side", "placeholder": "Buy or Sell", "items": ["sideB", "sideS"] },
+      { "id": "sideB", "component": "SelectItem", "value": "buy", "label": "Buy" },
+      { "id": "sideS", "component": "SelectItem", "value": "sell", "label": "Sell" },
+      { "id": "fQty", "component": "FormControl", "label": "Quantity", "input": "inQty" },
+      { "id": "inQty", "component": "Input", "name": "quantity", "type": "number", "placeholder": "e.g. 500" },
+      { "id": "orderBtns", "component": "Buttons", "buttons": ["submitOrder"] },
+      { "id": "submitOrder", "component": "Button", "label": "Submit Order", "variant": "primary" },
+      { "id": "rebalCard", "component": "Card", "weight": 1, "children": ["rebalHdr", "rebalTxt", "rebalDialog"] },
+      { "id": "rebalHdr", "component": "CardHeader", "title": "15. Rebalance" },
+      { "id": "rebalTxt", "component": "TextContent", "text": "Trim tech toward 35% target and rotate into financials and cash. Estimated turnover: $6.2M." },
+      { "id": "rebalDialog", "component": "AlertDialogBlock", "triggerLabel": "Rebalance Portfolio", "title": "Confirm Rebalance", "description": "Execute sector rebalance? This will submit 12 orders totaling ~$6.2M turnover.", "confirmLabel": "Execute", "cancelLabel": "Cancel" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 17 items are covered: KPI strip (1, 2, 5, 9), positions table (3), sector donut (4), gainers/losers (6), watchlist (7), working orders (8), headlines with sentiment callouts (10), econ calendar (11), strategy YTD bar chart (12), 12-month drawdown area chart (13), risk-limit progress bars (14), rebalance with confirmation dialog (15), order ticket form with ticker/side/quantity (16), and a timeframe selector (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..18a0561d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r2.txt
@@ -0,0 +1,113 @@
+Here's your trading desk morning workspace — all 17 items covered in one screen.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"trading-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E6FEB","agentDisplayName":"Desk Terminal"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","tfRow","kpiRow","midRow","chartsRow","moversRow","ordersRow","newsRow","econRow","stratRow","riskRow","actionsRow"]},
+
+{"id":"hdr","component":"CardHeader","title":"Morning Workspace — Trading Desk","subtitle":"Pre-market snapshot · All data as of 08:00 ET"},
+
+{"id":"tfRow","component":"Card","variant":"sunk","direction":"row","gap":"s","align":"center","children":["tfLabel","tfBtns"]},
+{"id":"tfLabel","component":"TextContent","text":"**Timeframe (17):**","size":"small"},
+{"id":"tfBtns","component":"Buttons","buttons":["tf1d","tf1w","tf1m","tfytd","tf1y"]},
+{"id":"tf1d","component":"Button","label":"1D","variant":"tertiary","size":"small"},
+{"id":"tf1w","component":"Button","label":"1W","variant":"tertiary","size":"small"},
+{"id":"tf1m","component":"Button","label":"1M","variant":"secondary","size":"small"},
+{"id":"tfytd","component":"Button","label":"YTD","variant":"tertiary","size":"small"},
+{"id":"tf1y","component":"Button","label":"1Y","variant":"tertiary","size":"small"},
+
+{"id":"kpiRow","component":"Card","variant":"card","direction":"row","gap":"l","wrap":true,"children":["kpiPV","kpiPnL","kpiVaR","kpiMargin"]},
+{"id":"kpiPV","component":"TextContent","text":"**Portfolio Value (1)**\n\n$48.2M","size":"large-heavy"},
+{"id":"kpiPnL","component":"TextContent","text":"**P&L Today (2)**\n\n+$312,400 (+0.65%)","size":"large-heavy"},
+{"id":"kpiVaR","component":"TextContent","text":"**Value at Risk, 95% 1-day (5)**\n\n$1.14M (2.4% of NAV)","size":"large-heavy"},
+{"id":"kpiMargin","component":"TextContent","text":"**Margin in Use (9)**\n\n$9.6M / $20M (48%)","size":"large-heavy"},
+
+{"id":"midRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["posHdr","posTable"]},
+{"id":"posHdr","component":"TextContent","text":"**Open Positions (3)**","size":"small-heavy"},
+{"id":"posTable","component":"Table","columns":["cTicker","cSize","cEntry","cCurrent"]},
+{"id":"cTicker","component":"Col","label":"Ticker","data":["AAPL","NVDA","JPM","XOM","TSLA"],"type":"string"},
+{"id":"cSize","component":"Col","label":"Size","data":[12000,4500,9000,15000,3000],"type":"number"},
+{"id":"cEntry","component":"Col","label":"Entry","data":["$182.40","$118.20","$196.75","$104.10","$248.90"],"type":"string"},
+{"id":"cCurrent","component":"Col","label":"Current","data":["$191.25","$131.60","$189.30","$108.45","$231.10"],"type":"string"},
+
+{"id":"chartsRow","component":"Card","variant":"card","direction":"row","gap":"l","wrap":true,"children":["sectorCard","ddCard"]},
+{"id":"sectorCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["sectorHdr","sectorChart"],"weight":1},
+{"id":"sectorHdr","component":"TextContent","text":"**Exposure by Sector (4)**","size":"small-heavy"},
+{"id":"sectorChart","component":"PieChart","labels":["Tech","Financials","Energy","Consumer","Cash"],"values":[42,22,14,12,10],"variant":"donut"},
+{"id":"ddCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["ddHdr","ddChart"],"weight":1},
+{"id":"ddHdr","component":"TextContent","text":"**Drawdown — Past Year (13)**","size":"small-heavy"},
+{"id":"ddChart","component":"AreaChart","labels":["Jan","Mar","May","Jul","Sep","Nov","Jan"],"series":["ddSeries"],"variant":"natural","yLabel":"Drawdown %"},
+{"id":"ddSeries","component":"Series","category":"Drawdown","values":[0,-3.2,-7.8,-2.1,-9.4,-4.0,-1.2]},
+
+{"id":"moversRow","component":"Card","variant":"card","direction":"row","gap":"l","wrap":true,"children":["gainersCard","watchCard"]},
+{"id":"gainersCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["gainersHdr","gainersTable"],"weight":1},
+{"id":"gainersHdr","component":"TextContent","text":"**Biggest Gainers / Losers Today (6)**","size":"small-heavy"},
+{"id":"gainersTable","component":"Table","columns":["gTicker","gMove"]},
+{"id":"gTicker","component":"Col","label":"Ticker","data":["NVDA","AAPL","XOM","JPM","TSLA"],"type":"string"},
+{"id":"gMove","component":"Col","label":"Move","data":["+11.3%","+4.9%","+4.2%","-3.8%","-7.2%"],"type":"string"},
+{"id":"watchCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["watchHdr","watchTable"],"weight":1},
+{"id":"watchHdr","component":"TextContent","text":"**Watchlist (7)**","size":"small-heavy"},
+{"id":"watchTable","component":"Table","columns":["wTicker","wPrice"]},
+{"id":"wTicker","component":"Col","label":"Ticker","data":["MSFT","AMD","GS","CAT","META"],"type":"string"},
+{"id":"wPrice","component":"Col","label":"Price","data":["$428.10","$162.35","$512.80","$341.20","$598.45"],"type":"string"},
+
+{"id":"ordersRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["ordHdr","ordTable"]},
+{"id":"ordHdr","component":"TextContent","text":"**Working Orders (8)**","size":"small-heavy"},
+{"id":"ordTable","component":"Table","columns":["oTicker","oSide","oQty","oType","oLimit","oStatus"]},
+{"id":"oTicker","component":"Col","label":"Ticker","data":["MSFT","TSLA","JPM"],"type":"string"},
+{"id":"oSide","component":"Col","label":"Side","data":["BUY","SELL","BUY"],"type":"string"},
+{"id":"oQty","component":"Col","label":"Qty","data":[2000,1500,4000],"type":"number"},
+{"id":"oType","component":"Col","label":"Type","data":["LIMIT","STOP","LIMIT"],"type":"string"},
+{"id":"oLimit","component":"Col","label":"Limit","data":["$420.00","$225.00","$185.50"],"type":"string"},
+{"id":"oStatus","component":"Col","label":"Status","data":["Working","Working","Partially filled"],"type":"string"},
+
+{"id":"newsRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["newsHdr","newsTable"]},
+{"id":"newsHdr","component":"TextContent","text":"**Market Headlines & Sentiment (10)**","size":"small-heavy"},
+{"id":"newsTable","component":"Table","columns":["nHeadline","nSentiment"]},
+{"id":"nHeadline","component":"Col","label":"Headline","data":["Fed signals patience on rate cuts","Chip demand surges on AI capex","Oil rallies on supply concerns","Bank earnings mixed; trading desks strong","Retail sales miss estimates"],"type":"string"},
+{"id":"nSentiment","component":"Col","label":"Sentiment","data":["Neutral","Bullish","Bullish","Mixed","Bearish"],"type":"string"},
+
+{"id":"econRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["econHdr","econTable"]},
+{"id":"econHdr","component":"TextContent","text":"**Economic Releases This Week (11)**","size":"small-heavy"},
+{"id":"econTable","component":"Table","columns":["eDay","eRelease","eConsensus","ePrior"]},
+{"id":"eDay","component":"Col","label":"Day","data":["Tue","Wed","Thu","Fri"],"type":"string"},
+{"id":"eRelease","component":"Col","label":"Release","data":["CPI (MoM)","FOMC Minutes","Initial Claims","Nonfarm Payrolls"],"type":"string"},
+{"id":"eConsensus","component":"Col","label":"Consensus","data":["+0.2%","—","215K","180K"],"type":"string"},
+{"id":"ePrior","component":"Col","label":"Prior","data":["+0.3%","—","208K","216K"],"type":"string"},
+
+{"id":"stratRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["stratHdr","stratChart"]},
+{"id":"stratHdr","component":"TextContent","text":"**Strategy Returns YTD (12)**","size":"small-heavy"},
+{"id":"stratChart","component":"BarChart","labels":["Momentum","Mean Reversion","Stat Arb","Macro","Market Making"],"series":["stratSeries"],"yLabel":"Return %"},
+{"id":"stratSeries","component":"Series","category":"YTD Return","values":[8.4,3.1,5.6,-1.2,2.8]},
+
+{"id":"riskRow","component":"Card","variant":"card","direction":"column","gap":"m","children":["riskHdr","risk1","risk2","risk3"]},
+{"id":"riskHdr","component":"TextContent","text":"**Risk Limits Near Breach (14)**","size":"small-heavy"},
+{"id":"risk1","component":"Alert","title":"Tech sector exposure: 42% (limit 45%)","description":"93% of limit consumed. Consider trimming NVDA or AAPL.","variant":"warning"},
+{"id":"risk2","component":"Alert","title":"Single-name concentration: NVDA at 11.8% (limit 12%)","description":"Within 2% of breach threshold.","variant":"warning"},
+{"id":"risk3","component":"Alert","title":"VaR utilization: 57% of $2M limit","description":"Comfortable, but trending up with volatility.","variant":"info"},
+
+{"id":"actionsRow","component":"Card","variant":"card","direction":"row","gap":"l","wrap":true,"children":["rebalCard","orderCard"]},
+{"id":"rebalCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["rebalHdr","rebalText","rebalBtn"],"weight":1},
+{"id":"rebalHdr","component":"TextContent","text":"**Rebalance (15)**","size":"small-heavy"},
+{"id":"rebalText","component":"TextContent","text":"Tech is 3pts over target weight. Proposed rebalance trims Tech −$1.4M, adds Financials +$0.9M, Cash +$0.5M.","size":"small"},
+{"id":"rebalBtn","component":"Button","label":"Execute Proposed Rebalance","variant":"primary"},
+{"id":"orderCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["orderForm"],"weight":1},
+{"id":"orderForm","component":"Form","name":"placeOrder","buttons":["orderBtns"],"fields":["fcTicker","fcSide","fcQty"]},
+{"id":"fcTicker","component":"FormControl","label":"Ticker (16)","input":"inTicker"},
+{"id":"inTicker","component":"Input","name":"ticker","placeholder":"e.g. AAPL","type":"text"},
+{"id":"fcSide","component":"FormControl","label":"Side","input":"inSide"},
+{"id":"inSide","component":"Select","name":"side","items":["sideBuy","sideSell"],"placeholder":"Select side"},
+{"id":"sideBuy","component":"SelectItem","value":"buy","label":"Buy"},
+{"id":"sideSell","component":"SelectItem","value":"sell","label":"Sell"},
+{"id":"fcQty","component":"FormControl","label":"Quantity","input":"inQty"},
+{"id":"inQty","component":"Input","name":"quantity","placeholder":"e.g. 500","type":"number"},
+{"id":"orderBtns","component":"Buttons","buttons":["btnSubmit","btnCancel"]},
+{"id":"btnSubmit","component":"Button","label":"Place Order","variant":"primary"},
+{"id":"btnCancel","component":"Button","label":"Cancel","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+Everything is covered: KPIs (1, 2, 5, 9) up top, positions (3), sector exposure (4) and drawdown (13) charts, gainers/losers (6) and watchlist (7), working orders (8), headlines with sentiment (10), economic calendar (11), strategy returns (12), risk-limit alerts (14), rebalance action (15), order ticket with ticker/side/quantity (16), and the timeframe selector (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..2aab584f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r3.txt
@@ -0,0 +1,158 @@
+Here's a complete trading desk morning workspace covering all 17 items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "trading-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0E7C5B",
+      "agentDisplayName": "Trading Desk"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "trading-desk",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["headerRow", "kpiRow", "mainTabs", "riskAlerts", "actionRow"] },
+
+      { "id": "headerRow", "component": "Card", "variant": "clear", "direction": "row", "justify": "between", "align": "center", "children": ["title", "timeframeSelect"] },
+      { "id": "title", "component": "Heading", "text": "Morning Workspace — Trading Desk", "level": "h2" },
+      { "id": "timeframeSelect", "component": "Select", "name": "timeframe", "placeholder": "Timeframe", "value": "1D", "items": ["tf1", "tf2", "tf3", "tf4", "tf5"] },
+      { "id": "tf1", "component": "SelectItem", "value": "1D", "label": "1 Day" },
+      { "id": "tf2", "component": "SelectItem", "value": "1W", "label": "1 Week" },
+      { "id": "tf3", "component": "SelectItem", "value": "1M", "label": "1 Month" },
+      { "id": "tf4", "component": "SelectItem", "value": "YTD", "label": "Year to Date" },
+      { "id": "tf5", "component": "SelectItem", "value": "1Y", "label": "1 Year" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiValue", "kpiPnl", "kpiVar", "kpiMargin"] },
+      { "id": "kpiValue", "component": "Card", "variant": "card", "children": ["kpiValueHeader", "kpiValueText"] },
+      { "id": "kpiValueHeader", "component": "CardHeader", "title": "Portfolio Value" },
+      { "id": "kpiValueText", "component": "TextContent", "text": "**$48.2M**\n\nNAV as of 09:30 ET", "size": "large-heavy" },
+      { "id": "kpiPnl", "component": "Card", "variant": "card", "children": ["kpiPnlHeader", "kpiPnlText"] },
+      { "id": "kpiPnlHeader", "component": "CardHeader", "title": "P&L Today" },
+      { "id": "kpiPnlText", "component": "TextContent", "text": "**+$412,300 (+0.86%)**\n\nRealized: +$96K · Unrealized: +$316K", "size": "large-heavy" },
+      { "id": "kpiVar", "component": "Card", "variant": "card", "children": ["kpiVarHeader", "kpiVarText"] },
+      { "id": "kpiVarHeader", "component": "CardHeader", "title": "Value at Risk (95%, 1-day)" },
+      { "id": "kpiVarText", "component": "TextContent", "text": "**$1.24M (2.6% of NAV)**\n\nLimit: $1.8M — 69% utilized", "size": "large-heavy" },
+      { "id": "kpiMargin", "component": "Card", "variant": "card", "children": ["kpiMarginHeader", "kpiMarginBar"] },
+      { "id": "kpiMarginHeader", "component": "CardHeader", "title": "Margin in Use" },
+      { "id": "kpiMarginBar", "component": "Progress", "value": 58, "label": "$7.0M of $12.0M available (58%)" },
+
+      { "id": "mainTabs", "component": "Tabs", "items": ["tabPositions", "tabRisk", "tabMarket", "tabPerformance", "tabOrders"] },
+
+      { "id": "tabPositions", "component": "TabItem", "value": "positions", "trigger": "Positions & Exposure", "content": ["positionsTable", "exposureChart", "moversRow"] },
+      { "id": "positionsTable", "component": "Table", "columns": ["colTicker", "colSize", "colEntry", "colCurrent"] },
+      { "id": "colTicker", "component": "Col", "label": "Ticker", "data": ["AAPL", "NVDA", "JPM", "XOM", "TLT", "ESZ4 Fut"] },
+      { "id": "colSize", "component": "Col", "label": "Size", "data": ["12,000 sh", "4,500 sh", "8,000 sh", "6,200 sh", "$3.0M", "15 contracts"], "type": "string" },
+      { "id": "colEntry", "component": "Col", "label": "Entry Price", "data": ["$212.40", "$118.75", "$198.20", "$112.60", "$92.15", "5,842.00"], "type": "string" },
+      { "id": "colCurrent", "component": "Col", "label": "Current Price", "data": ["$221.10", "$131.20", "$195.40", "$118.90", "$91.80", "5,891.25"], "type": "string" },
+
+      { "id": "exposureChart", "component": "PieChart", "labels": ["Technology", "Financials", "Energy", "Rates/Duration", "Cash"], "values": [38, 22, 15, 17, 8], "variant": "donut" },
+
+      { "id": "moversRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["gainersCard", "losersCard"] },
+      { "id": "gainersCard", "component": "Card", "variant": "sunk", "children": ["gainersHeader", "gainersList"] },
+      { "id": "gainersHeader", "component": "CardHeader", "title": "Top Gainers Today" },
+      { "id": "gainersList", "component": "ListBlock", "variant": "number", "items": ["g1", "g2", "g3"] },
+      { "id": "g1", "component": "ListItem", "title": "NVDA +4.2%", "subtitle": "+$56,250 unrealized" },
+      { "id": "g2", "component": "ListItem", "title": "XOM +5.6%", "subtitle": "+$39,060 unrealized" },
+      { "id": "g3", "component": "ListItem", "title": "AAPL +4.1%", "subtitle": "+$104,400 unrealized" },
+      { "id": "losersCard", "component": "Card", "variant": "sunk", "children": ["losersHeader", "losersList"] },
+      { "id": "losersHeader", "component": "CardHeader", "title": "Top Losers Today" },
+      { "id": "losersList", "component": "ListBlock", "variant": "number", "items": ["l1", "l2", "l3"] },
+      { "id": "l1", "component": "ListItem", "title": "JPM -1.4%", "subtitle": "-$22,400 unrealized" },
+      { "id": "l2", "component": "ListItem", "title": "TLT -0.4%", "subtitle": "-$10,500 unrealized" },
+      { "id": "l3", "component": "ListItem", "title": "ESZ4 -0.1% (intraday dip)", "subtitle": "-$3,680 unrealized" },
+
+      { "id": "tabRisk", "component": "TabItem", "value": "risk", "trigger": "Risk & Limits", "content": ["varCard", "drawdownChart", "limitsCard"] },
+      { "id": "varCard", "component": "Callout", "variant": "info", "title": "Value at Risk", "description": "1-day 95% VaR: $1.24M (2.6% of NAV). 99% VaR: $1.92M. Limit utilization: 69%." },
+      { "id": "drawdownChart", "component": "AreaChart", "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"], "series": ["ddSeries"], "xLabel": "Month", "yLabel": "Drawdown (%)", "variant": "natural" },
+      { "id": "ddSeries", "component": "Series", "category": "Portfolio Drawdown", "values": [-1.2, -2.8, -4.5, -3.1, -1.8, -0.9, -2.2, -5.6, -7.8, -4.2, -2.0, -1.1] },
+      { "id": "limitsCard", "component": "Card", "variant": "card", "children": ["limitsHeader", "limit1", "limit2", "limit3"] },
+      { "id": "limitsHeader", "component": "CardHeader", "title": "Risk Limits Near Breach" },
+      { "id": "limit1", "component": "Progress", "value": 92, "label": "Single-name concentration — NVDA 9.2% of 10% limit" },
+      { "id": "limit2", "component": "Progress", "value": 88, "label": "Energy sector exposure — 17.6% of 20% limit" },
+      { "id": "limit3", "component": "Progress", "value": 81, "label": "Gross leverage — 1.62x of 2.0x limit" },
+
+      { "id": "tabMarket", "component": "TabItem", "value": "market", "trigger": "Market & Watchlist", "content": ["watchlistTable", "headlinesCard", "econTable"] },
+      { "id": "watchlistTable", "component": "Table", "columns": ["wlTicker", "wlPrice"] },
+      { "id": "wlTicker", "component": "Col", "label": "Watching", "data": ["MSFT", "AMD", "GLD", "US10Y", "CL F (WTI)", "EURUSD"] },
+      { "id": "wlPrice", "component": "Col", "label": "Price", "data": ["$428.60", "$142.30", "$246.80", "4.28%", "$71.45", "1.0842"], "type": "string" },
+      { "id": "headlinesCard", "component": "Card", "variant": "card", "children": ["headlinesHeader", "headline1", "headline2", "headline3", "headline4"] },
+      { "id": "headlinesHeader", "component": "CardHeader", "title": "Market Headlines" },
+      { "id": "headline1", "component": "Callout", "variant": "success", "title": "POSITIVE — NVDA beats on data-center demand", "description": "Chip guidance raised; semis broadly higher pre-market." },
+      { "id": "headline2", "component": "Callout", "variant": "warning", "title": "NEGATIVE — Fed official signals slower rate cuts", "description": "Hawkish comments pressure duration and growth names." },
+      { "id": "headline3", "component": "Callout", "variant": "info", "title": "NEUTRAL — OPEC+ holds output steady", "description": "Crude steady; energy equities supported." },
+      { "id": "headline4", "component": "Callout", "variant": "error", "title": "NEGATIVE — Regional bank credit concerns resurface", "description": "Financials under pressure; watch JPM position." },
+      { "id": "econTable", "component": "Table", "columns": ["econDay", "econRelease", "econConsensus"] },
+      { "id": "econDay", "component": "Col", "label": "Day", "data": ["Tue", "Wed", "Wed", "Thu", "Fri"] },
+      { "id": "econRelease", "component": "Col", "label": "Release", "data": ["CPI (YoY)", "FOMC Minutes", "Retail Sales", "Jobless Claims", "Nonfarm Payrolls"] },
+      { "id": "econConsensus", "component": "Col", "label": "Consensus", "data": ["2.9%", "—", "+0.4%", "218K", "+185K"], "type": "string" },
+
+      { "id": "tabPerformance", "component": "TabItem", "value": "performance", "trigger": "Strategy Performance", "content": ["strategyChart", "perfNote"] },
+      { "id": "strategyChart", "component": "BarChart", "labels": ["Momentum", "Mean Reversion", "Carry/Rates", "Event Driven", "Market Making"], "series": ["stratSeries"], "yLabel": "YTD Return (%)", "variant": "grouped" },
+      { "id": "stratSeries", "component": "Series", "category": "YTD Return %", "values": [14.2, 6.8, 4.1, 9.6, 3.3] },
+      { "id": "perfNote", "component": "TextContent", "text": "Blended YTD return: **+8.4%**. Max drawdown over past year: **-7.8%** (September). See Risk tab for full drawdown curve.", "size": "default" },
+
+      { "id": "tabOrders", "component": "TabItem", "value": "orders", "trigger": "Orders & Rebalance", "content": ["workingOrdersTable", "orderForm", "rebalanceCard"] },
+      { "id": "workingOrdersTable", "component": "Table", "columns": ["woTicker", "woSide", "woQty", "woType", "woStatus"] },
+      { "id": "woTicker", "component": "Col", "label": "Ticker", "data": ["AAPL", "TLT", "ESZ4", "XOM"] },
+      { "id": "woSide", "component": "Col", "label": "Side", "data": ["BUY", "SELL", "BUY", "SELL"], "type": "string" },
+      { "id": "woQty", "component": "Col", "label": "Quantity", "data": ["2,000", "$500K", "5", "1,500"], "type": "string" },
+      { "id": "woType", "component": "Col", "label": "Type", "data": ["Limit $218.00", "Limit $92.50", "Stop 5,810.00", "Limit $120.00"], "type": "string" },
+      { "id": "woStatus", "component": "Col", "label": "Status", "data": ["Working", "Working", "Working", "Partially filled"], "type": "string" },
+
+      { "id": "orderForm", "component": "Form", "name": "placeOrder", "buttons": "orderButtons", "fields": ["fcTicker", "fcSide", "fcQty"] },
+      { "id": "fcTicker", "component": "FormControl", "label": "Ticker", "input": "orderTicker" },
+      { "id": "orderTicker", "component": "Input", "name": "ticker", "placeholder": "e.g. AAPL", "type": "text" },
+      { "id": "fcSide", "component": "FormControl", "label": "Side", "input": "orderSide" },
+      { "id": "orderSide", "component": "RadioGroup", "name": "side", "items": ["sideBuy", "sideSell"], "defaultValue": "buy" },
+      { "id": "sideBuy", "component": "RadioItem", "label": "Buy", "description": "Open or add to a long", "value": "buy" },
+      { "id": "sideSell", "component": "RadioItem", "label": "Sell", "description": "Reduce or close a position", "value": "sell" },
+      { "id": "fcQty", "component": "FormControl", "label": "Quantity", "input": "orderQty", "hint": "Shares, contracts, or notional" },
+      { "id": "orderQty", "component": "Input", "name": "quantity", "placeholder": "e.g. 1000", "type": "number" },
+      { "id": "orderButtons", "component": "Buttons", "buttons": ["submitOrderBtn"] },
+      { "id": "submitOrderBtn", "component": "Button", "label": "Place Order", "variant": "primary", "size": "medium" },
+
+      { "id": "rebalanceCard", "component": "Card", "variant": "sunk", "children": ["rebalanceHeader", "rebalanceText", "rebalanceButtons"] },
+      { "id": "rebalanceHeader", "component": "CardHeader", "title": "Rebalance Portfolio", "subtitle": "Bring allocations back to target weights" },
+      { "id": "rebalanceText", "component": "TextContent", "text": "Current drift from target: Tech +3.2% overweight, Energy +1.6% overweight, Rates -2.1% underweight. Estimated turnover to rebalance: ~$2.1M.", "size": "default" },
+      { "id": "rebalanceButtons", "component": "Buttons", "buttons": ["rebalanceBtn", "rebalancePreviewBtn"] },
+      { "id": "rebalanceBtn", "component": "Button", "label": "Execute Rebalance", "variant": "primary", "size": "medium" },
+      { "id": "rebalancePreviewBtn", "component": "Button", "label": "Preview Trades", "variant": "secondary", "size": "medium" },
+
+      { "id": "riskAlerts", "component": "Alert", "variant": "warning", "title": "Limit warnings active", "description": "NVDA single-name concentration at 92% of limit and energy sector exposure at 88% — review before adding risk. See Risk & Limits tab." },
+
+      { "id": "actionRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "children": ["quickRebalance", "quickOrder"] },
+      { "id": "quickRebalance", "component": "Button", "label": "Rebalance Now", "variant": "primary", "size": "large" },
+      { "id": "quickOrder", "component": "Button", "label": "New Order", "variant": "secondary", "size": "large" }
+    ]
+  }
+}
+</a2ui-json>
+
+All 17 items are covered:
+
+1. **Portfolio value** — KPI card ($48.2M NAV)
+2. **P&L today** — KPI card with realized/unrealized split
+3. **Positions** — table with ticker, size, entry, current price
+4. **Sector exposure** — donut chart
+5. **Value at Risk** — KPI card + detail callout in Risk tab
+6. **Gainers/losers** — ranked lists in Positions tab
+7. **Watchlist** — instruments with prices in Market tab
+8. **Working orders** — orders table with status
+9. **Margin in use** — progress bar KPI
+10. **Headlines with sentiment** — color-coded callouts (positive/negative/neutral)
+11. **Economic releases** — this week's table with consensus
+12. **Strategy YTD returns** — bar chart
+13. **Drawdown past year** — area chart in Risk tab
+14. **Limits near breach** — progress bars + warning alert banner
+15. **Rebalance** — rebalance card with preview/execute buttons
+16. **Place order** — form with ticker, side (buy/sell), quantity
+17. **Timeframe** — selector in the header (1D → 1Y)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..30b9a08fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-fund__r4.txt
@@ -0,0 +1,134 @@
+Here's a complete trading desk morning workspace covering all 17 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"trading-desk","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"Trading Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","tfControl","kpiRow","posCard","chartsRow","moversCard","watchCard","ordersCard","headlinesCard","econCard","stratCard","ddCard","riskCard","actionsCard"]},
+{"id":"hdr","component":"CardHeader","title":"Morning Workspace — Trading Desk","subtitle":"Pre-market overview · All figures in USD · Data as of 08:00 ET"},
+
+{"id":"tfControl","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["tfLabel","tfSelect"]},
+{"id":"tfLabel","component":"Label","text":"Timeframe:"},
+{"id":"tfSelect","component":"Select","name":"timeframe","value":"1D","items":["tf1","tf2","tf3","tf4","tf5"]},
+{"id":"tf1","component":"SelectItem","value":"1H","label":"1 Hour"},
+{"id":"tf2","component":"SelectItem","value":"1D","label":"1 Day"},
+{"id":"tf3","component":"SelectItem","value":"1W","label":"1 Week"},
+{"id":"tf4","component":"SelectItem","value":"1M","label":"1 Month"},
+{"id":"tf5","component":"SelectItem","value":"YTD","label":"Year to Date"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiPV","kpiPnL","kpiVaR","kpiMargin"]},
+{"id":"kpiPV","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiPVh","kpiPVv"]},
+{"id":"kpiPVh","component":"TextContent","text":"Portfolio Value","size":"small"},
+{"id":"kpiPVv","component":"TextContent","text":"$48,250,000","size":"large-heavy"},
+{"id":"kpiPnL","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiPnLh","kpiPnLv","kpiPnLb"]},
+{"id":"kpiPnLh","component":"TextContent","text":"P&L Today","size":"small"},
+{"id":"kpiPnLv","component":"TextContent","text":"+$612,400 (+1.29%)","size":"large-heavy"},
+{"id":"kpiPnLb","component":"Badge","text":"▲ Positive day","variant":"default"},
+{"id":"kpiVaR","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiVaRh","kpiVaRv"]},
+{"id":"kpiVaRh","component":"TextContent","text":"Value at Risk (95%, 1-day)","size":"small"},
+{"id":"kpiVaRv","component":"TextContent","text":"$1,420,000 (2.94%)","size":"large-heavy"},
+{"id":"kpiMargin","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiMh","kpiMv","kpiMp"]},
+{"id":"kpiMh","component":"TextContent","text":"Margin in Use","size":"small"},
+{"id":"kpiMv","component":"TextContent","text":"$9.6M of $16M","size":"large-heavy"},
+{"id":"kpiMp","component":"Progress","value":60,"label":"Margin utilization 60%"},
+
+{"id":"posCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["posHdr","posTable"]},
+{"id":"posHdr","component":"CardHeader","title":"Open Positions"},
+{"id":"posTable","component":"Table","columns":["pcTicker","pcSize","pcEntry","pcCurrent","pcPnL"]},
+{"id":"pcTicker","component":"Col","label":"Ticker","data":["AAPL","NVDA","MSFT","TSLA","JPM","XOM"]},
+{"id":"pcSize","component":"Col","label":"Size","data":["12,000","8,500","6,200","4,000","15,000","20,000"],"type":"number"},
+{"id":"pcEntry","component":"Col","label":"Entry","data":["$228.40","$118.20","$415.60","$242.10","$198.30","$112.75"]},
+{"id":"pcCurrent","component":"Col","label":"Current","data":["$234.10","$131.85","$422.30","$236.40","$204.15","$109.20"]},
+{"id":"pcPnL","component":"Col","label":"Unrealized P&L","data":["+$68,400","+$116,025","+$41,540","−$22,800","+$87,750","−$71,000"]},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["sectorCard","ddCardInner"]},
+{"id":"sectorCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["sectorHdr","sectorPie"]},
+{"id":"sectorHdr","component":"CardHeader","title":"Exposure by Sector"},
+{"id":"sectorPie","component":"PieChart","labels":["Technology","Financials","Energy","Healthcare","Consumer"],"values":[42,22,14,12,10],"variant":"donut"},
+{"id":"ddCardInner","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["ddHdr","ddChart"]},
+{"id":"ddHdr","component":"CardHeader","title":"Drawdown — Past 12 Months","subtitle":"Peak-to-trough portfolio drawdown (%)"},
+{"id":"ddChart","component":"AreaChart","labels":["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],"series":["ddSeries"],"variant":"natural","yLabel":"Drawdown %"},
+{"id":"ddSeries","component":"Series","category":"Drawdown %","values":[0,-2.1,-4.8,-3.2,-1.5,-6.4,-5.1,-2.8,-8.9,-4.2,-1.9,-0.8]},
+
+{"id":"moversCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["moversHdr","moversRow"]},
+{"id":"moversHdr","component":"CardHeader","title":"Today's Biggest Movers"},
+{"id":"moversRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["gainersList","losersList"]},
+{"id":"gainersList","component":"ListBlock","variant":"number","items":["g1","g2","g3"]},
+{"id":"g1","component":"ListItem","title":"NVDA +11.6%","subtitle":"$131.85 · Earnings beat"},
+{"id":"g2","component":"ListItem","title":"AAPL +2.5%","subtitle":"$234.10 · Upgrade to Buy"},
+{"id":"g3","component":"ListItem","title":"JPM +3.0%","subtitle":"$204.15 · Strong guidance"},
+{"id":"losersList","component":"ListBlock","variant":"number","items":["l1","l2","l3"]},
+{"id":"l1","component":"ListItem","title":"XOM −3.1%","subtitle":"$109.20 · Crude selloff"},
+{"id":"l2","component":"ListItem","title":"TSLA −2.4%","subtitle":"$236.40 · Delivery miss"},
+{"id":"l3","component":"ListItem","title":"META −1.8%","subtitle":"$512.30 · Regulatory news"},
+
+{"id":"watchCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["watchHdr","watchTable"]},
+{"id":"watchHdr","component":"CardHeader","title":"Watchlist"},
+{"id":"watchTable","component":"Table","columns":["wcTicker","wcPrice","wcChg"]},
+{"id":"wcTicker","component":"Col","label":"Ticker","data":["AMD","GOOGL","AMZN","GS","CL=F"]},
+{"id":"wcPrice","component":"Col","label":"Price","data":["$162.40","$178.90","$198.55","$462.10","$78.35"]},
+{"id":"wcChg","component":"Col","label":"Change","data":["+1.2%","+0.6%","−0.4%","+0.9%","−2.1%"]},
+
+{"id":"ordersCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["ordersHdr","ordersTable"]},
+{"id":"ordersHdr","component":"CardHeader","title":"Working Orders"},
+{"id":"ordersTable","component":"Table","columns":["ocTicker","ocSide","ocQty","ocType","ocLimit","ocStatus"]},
+{"id":"ocTicker","component":"Col","label":"Ticker","data":["AMD","TSLA","GOOGL"]},
+{"id":"ocSide","component":"Col","label":"Side","data":["BUY","SELL","BUY"]},
+{"id":"ocQty","component":"Col","label":"Qty","data":["5,000","2,000","3,500"],"type":"number"},
+{"id":"ocType","component":"Col","label":"Type","data":["Limit","Stop","Limit"]},
+{"id":"ocLimit","component":"Col","label":"Price","data":["$158.00","$245.00","$172.50"]},
+{"id":"ocStatus","component":"Col","label":"Status","data":["Working","Working","Partially filled"]},
+
+{"id":"headlinesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["headHdr","headList"]},
+{"id":"headHdr","component":"CardHeader","title":"Market Headlines & Sentiment"},
+{"id":"headList","component":"ListBlock","items":["h1","h2","h3","h4"]},
+{"id":"h1","component":"ListItem","title":"Fed signals patience on rate cuts","subtitle":"Reuters · Sentiment: NEUTRAL · 06:42 ET"},
+{"id":"h2","component":"ListItem","title":"NVDA smashes earnings estimates, raises guidance","subtitle":"Bloomberg · Sentiment: POSITIVE · 07:15 ET"},
+{"id":"h3","component":"ListItem","title":"Oil slides 2% on demand concerns from China","subtitle":"FT · Sentiment: NEGATIVE · 07:48 ET"},
+{"id":"h4","component":"ListItem","title":"Bank sector rallies on strong JPM results","subtitle":"WSJ · Sentiment: POSITIVE · 08:02 ET"},
+
+{"id":"econCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["econHdr","econTable"]},
+{"id":"econHdr","component":"CardHeader","title":"Economic Releases This Week"},
+{"id":"econTable","component":"Table","columns":["ecDay","ecEvent","ecForecast","ecPrior","ecImp"]},
+{"id":"ecDay","component":"Col","label":"Day","data":["Tue","Wed","Thu","Thu","Fri"]},
+{"id":"ecEvent","component":"Col","label":"Release","data":["CPI (YoY)","FOMC Minutes","Initial Claims","Retail Sales","Nonfarm Payrolls"]},
+{"id":"ecForecast","component":"Col","label":"Forecast","data":["2.9%","—","215K","0.4%","185K"]},
+{"id":"ecPrior","component":"Col","label":"Prior","data":["3.1%","—","221K","0.3%","192K"]},
+{"id":"ecImp","component":"Col","label":"Impact","data":["High","Medium","Low","Medium","High"]},
+
+{"id":"stratCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["stratHdr","stratChart"]},
+{"id":"stratHdr","component":"CardHeader","title":"Strategy Returns — Year to Date"},
+{"id":"stratChart","component":"HorizontalBarChart","labels":["Momentum","Mean Reversion","Stat Arb","Vol Carry","Macro Overlay"],"series":["stratSeries"],"xLabel":"Return %"},
+{"id":"stratSeries","component":"Series","category":"YTD Return %","values":[14.2,6.8,9.5,-2.3,4.1]},
+
+{"id":"ddCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["ddNote"]},
+{"id":"ddNote","component":"Callout","variant":"info","title":"Max Drawdown","description":"Worst drawdown over the past 12 months: −8.9% (September). Current drawdown from peak: −0.8%. Recovery trend intact."},
+
+{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["riskHdr","riskAlert","rl1","rl2","rl3"]},
+{"id":"riskHdr","component":"CardHeader","title":"Risk Limits — Proximity to Breach"},
+{"id":"riskAlert","component":"Alert","title":"2 limits above 80% utilization","description":"Tech sector concentration and single-name VaR are approaching limits. Consider trimming NVDA or hedging via index puts.","variant":"warning"},
+{"id":"rl1","component":"Progress","value":88,"label":"Tech sector exposure: 42% of 48% limit"},
+{"id":"rl2","component":"Progress","value":84,"label":"Single-name VaR (NVDA): 84% of limit"},
+{"id":"rl3","component":"Progress","value":61,"label":"Gross leverage: 1.8x of 3.0x limit"},
+
+{"id":"actionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["actHdr","rebalBtn","orderForm"]},
+{"id":"actHdr","component":"CardHeader","title":"Actions"},
+{"id":"rebalBtn","component":"Button","label":"Rebalance Portfolio to Target Weights","variant":"secondary","size":"medium"},
+{"id":"orderForm","component":"Form","name":"placeOrder","buttons":"orderBtns","fields":["ofTicker","ofSide","ofQty"]},
+{"id":"ofTicker","component":"FormControl","label":"Ticker","input":"ofTickerIn","hint":"e.g. AAPL"},
+{"id":"ofTickerIn","component":"Input","name":"ticker","placeholder":"Enter ticker symbol","type":"text"},
+{"id":"ofSide","component":"FormControl","label":"Side","input":"ofSideIn"},
+{"id":"ofSideIn","component":"Select","name":"side","placeholder":"Select side","items":["sideBuy","sideSell"]},
+{"id":"sideBuy","component":"SelectItem","value":"BUY","label":"Buy"},
+{"id":"sideSell","component":"SelectItem","value":"SELL","label":"Sell"},
+{"id":"ofQty","component":"FormControl","label":"Quantity","input":"ofQtyIn"},
+{"id":"ofQtyIn","component":"Input","name":"quantity","placeholder":"Number of shares","type":"number"},
+{"id":"orderBtns","component":"Buttons","buttons":["submitOrder","cancelOrder"]},
+{"id":"submitOrder","component":"Button","label":"Place Order","variant":"primary"},
+{"id":"cancelOrder","component":"Button","label":"Clear","variant":"tertiary"}
+]}}
+</a2ui-json>
+
+The workspace covers all 17 items: portfolio value, today's P&L, positions table, sector exposure donut, VaR, gainers/losers, watchlist, working orders, margin usage, headlines with sentiment, this week's economic calendar, YTD strategy returns, 12-month drawdown chart, risk-limit proximity bars, a rebalance button, an order ticket (ticker/side/quantity), and a timeframe selector at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..93fade6e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r1.txt
@@ -0,0 +1,170 @@
+Here's a complete live-ops command center covering all 16 requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "liveops-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "LiveOps Command Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "liveops-dashboard",
+    "components": [
+      { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "kpiRow1", "kpiRow2", "chartsRow", "tablesRow", "eventsSection", "moderationRow", "econSection", "experimentsRow", "opsRow", "patchNotesCard", "hotfixCard"] },
+
+      { "id": "header", "component": "CardHeader", "title": "🎮 Live-Ops Room — Project Nova", "subtitle": "Real-time studio operations dashboard · updated 12s ago" },
+
+      { "id": "kpiRow1", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpiOnline", "kpiDAU", "kpiMAU", "kpiRevenue", "kpiARPU"] },
+      { "id": "kpiOnline", "component": "Card", "variant": "sunk", "children": ["kpiOnlineText"] },
+      { "id": "kpiOnlineText", "component": "TextContent", "size": "large-heavy", "text": "**48,213**\nPlayers online right now\n🟢 +6% vs. this time yesterday" },
+      { "id": "kpiDAU", "component": "Card", "variant": "sunk", "children": ["kpiDAUText"] },
+      { "id": "kpiDAUText", "component": "TextContent", "size": "large-heavy", "text": "**312,480**\nDaily active players" },
+      { "id": "kpiMAU", "component": "Card", "variant": "sunk", "children": ["kpiMAUText"] },
+      { "id": "kpiMAUText", "component": "TextContent", "size": "large-heavy", "text": "**2,148,900**\nMonthly active players\nStickiness (DAU/MAU): 14.5%" },
+      { "id": "kpiRevenue", "component": "Card", "variant": "sunk", "children": ["kpiRevenueText"] },
+      { "id": "kpiRevenueText", "component": "TextContent", "size": "large-heavy", "text": "**$84,320**\nRevenue today\n▲ 11% vs. 7-day avg" },
+      { "id": "kpiARPU", "component": "Card", "variant": "sunk", "children": ["kpiARPUText"] },
+      { "id": "kpiARPUText", "component": "TextContent", "size": "large-heavy", "text": "**$0.27**\nRevenue per user (ARPDAU)\nARPPU: $4.86" },
+
+      { "id": "kpiRow2", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["sessionCard", "crashCard"] },
+      { "id": "sessionCard", "component": "Card", "children": ["sessionHeader", "sessionChart"] },
+      { "id": "sessionHeader", "component": "CardHeader", "title": "Avg Session Length — Past 14 Days", "subtitle": "Minutes per session" },
+      { "id": "sessionChart", "component": "LineChart", "labels": ["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","D-1","Today"], "series": ["sessionSeries"], "variant": "natural", "yLabel": "Minutes" },
+      { "id": "sessionSeries", "component": "Series", "category": "Avg session (min)", "values": [22.1, 23.4, 21.8, 24.0, 25.2, 26.8, 27.1, 24.9, 23.7, 25.5, 28.3, 29.0, 27.6, 26.2] },
+      { "id": "crashCard", "component": "Card", "children": ["crashHeader", "crashChart"] },
+      { "id": "crashHeader", "component": "CardHeader", "title": "Crash Rate by App Version", "subtitle": "Crashes per 1,000 sessions" },
+      { "id": "crashChart", "component": "BarChart", "labels": ["v2.4.0", "v2.4.1", "v2.5.0", "v2.5.1 (latest)"], "series": ["crashSeries"], "yLabel": "Crashes / 1k sessions" },
+      { "id": "crashSeries", "component": "Series", "category": "Crash rate", "values": [4.8, 3.9, 6.2, 2.1] },
+
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["itemsCard", "inflationCard"] },
+      { "id": "itemsCard", "component": "Card", "children": ["itemsHeader", "itemsTable"] },
+      { "id": "itemsHeader", "component": "CardHeader", "title": "Best-Selling Items (Today)", "subtitle": "Units sold per SKU" },
+      { "id": "itemsTable", "component": "Table", "columns": ["colItem", "colUnits", "colItemRev"] },
+      { "id": "colItem", "component": "Col", "label": "Item", "data": ["Dragon Skin Bundle", "XP Booster x5", "Gem Pack 1,200", "Season Pass Ch.4", "Lucky Chest"] },
+      { "id": "colUnits", "component": "Col", "label": "Units", "type": "number", "data": [4210, 3895, 3102, 2877, 1954] },
+      { "id": "colItemRev", "component": "Col", "label": "Revenue", "data": ["$12,588", "$7,751", "$9,275", "$14,356", "$3,889"] },
+      { "id": "inflationCard", "component": "Card", "children": ["inflationHeader", "inflationChart", "inflationCallout"] },
+      { "id": "inflationHeader", "component": "CardHeader", "title": "In-Game Currency Inflation", "subtitle": "Coins earned vs. spent per player / day (indexed)" },
+      { "id": "inflationChart", "component": "LineChart", "labels": ["W1","W2","W3","W4","W5","W6"], "series": ["inflEarned", "inflSpent"], "yLabel": "Index (100 = target)" },
+      { "id": "inflEarned", "component": "Series", "category": "Currency earned", "values": [100, 104, 109, 115, 121, 128] },
+      { "id": "inflSpent", "component": "Series", "category": "Currency spent", "values": [100, 102, 105, 107, 110, 112] },
+      { "id": "inflationCallout", "component": "Callout", "variant": "warning", "title": "Sinks underperforming", "description": "Currency earned is outpacing spending by 16 index points. Consider adding a new gold sink in patch 2.5.2." },
+
+      { "id": "tablesRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["regionCard"] },
+      { "id": "regionCard", "component": "Card", "children": ["regionHeader", "regionTable"] },
+      { "id": "regionHeader", "component": "CardHeader", "title": "Server Regions & Health", "subtitle": "Latency, load and status per region" },
+      { "id": "regionTable", "component": "Table", "columns": ["colRegion", "colStatus", "colLatency", "colLoad"] },
+      { "id": "colRegion", "component": "Col", "label": "Region", "data": ["NA-East", "NA-West", "EU-Central", "EU-West", "APAC-Tokyo", "APAC-Sydney", "LATAM-São Paulo"] },
+      { "id": "colStatus", "component": "Col", "label": "Health", "data": ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy", "🟢 Healthy", "🔴 Incident", "🟢 Healthy"] },
+      { "id": "colLatency", "component": "Col", "label": "Latency (ms)", "type": "number", "data": [38, 52, 88, 41, 46, 210, 61] },
+      { "id": "colLoad", "component": "Col", "label": "Load %", "type": "number", "data": [62, 55, 81, 48, 70, 94, 39] },
+
+      { "id": "eventsSection", "component": "Card", "children": ["eventsHeader", "eventsTabs"] },
+      { "id": "eventsHeader", "component": "CardHeader", "title": "Live Events", "subtitle": "Currently running and scheduled" },
+      { "id": "eventsTabs", "component": "Tabs", "items": ["tabRunning", "tabUpcoming"] },
+      { "id": "tabRunning", "component": "TabItem", "value": "running", "trigger": "Running Now (3)", "content": ["runningList"] },
+      { "id": "runningList", "component": "ListBlock", "variant": "number", "items": ["evRun1", "evRun2", "evRun3"] },
+      { "id": "evRun1", "component": "ListItem", "title": "Dragon Festival — Double XP", "subtitle": "Ends in 2d 14h · 182k participants · +9% revenue lift" },
+      { "id": "evRun2", "component": "ListItem", "title": "Weekend PvP Ladder", "subtitle": "Ends in 1d 6h · 64k participants" },
+      { "id": "evRun3", "component": "ListItem", "title": "Login Streak Bonus", "subtitle": "Ongoing · 41% claim rate" },
+      { "id": "tabUpcoming", "component": "TabItem", "value": "upcoming", "trigger": "Upcoming (2)", "content": ["upcomingList"] },
+      { "id": "upcomingList", "component": "ListBlock", "variant": "number", "items": ["evUp1", "evUp2"] },
+      { "id": "evUp1", "component": "ListItem", "title": "Season 5 Launch", "subtitle": "Starts in 6 days · assets 92% ready" },
+      { "id": "evUp2", "component": "ListItem", "title": "Halloween Haunt", "subtitle": "Starts Oct 27 · content locked, in QA" },
+
+      { "id": "moderationRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["reportsCard", "appealsCard"] },
+      { "id": "reportsCard", "component": "Card", "children": ["reportsHeader", "reportsList"] },
+      { "id": "reportsHeader", "component": "CardHeader", "title": "🚩 Player Reports Awaiting Review", "subtitle": "37 in queue · oldest 5h 12m" },
+      { "id": "reportsList", "component": "ListBlock", "variant": "number", "items": ["rep1", "rep2", "rep3"] },
+      { "id": "rep1", "component": "ListItem", "title": "Cheating (aimbot) — 12 reports", "subtitle": "Player #88412 · flagged by anti-cheat", "actionLabel": "Review" },
+      { "id": "rep2", "component": "ListItem", "title": "Toxic chat — 18 reports", "subtitle": "Player #22907 · 3 prior strikes", "actionLabel": "Review" },
+      { "id": "rep3", "component": "ListItem", "title": "Exploiting dupe glitch — 7 reports", "subtitle": "Player #51033 · linked to market anomaly", "actionLabel": "Review" },
+      { "id": "appealsCard", "component": "Card", "children": ["appealsHeader", "appealsList"] },
+      { "id": "appealsHeader", "component": "CardHeader", "title": "⚖️ Ban Appeals Awaiting Review", "subtitle": "14 in queue · SLA 48h · 3 approaching deadline" },
+      { "id": "appealsList", "component": "ListBlock", "variant": "number", "items": ["app1", "app2"] },
+      { "id": "app1", "component": "ListItem", "title": "Player #10294 — Permanent ban", "subtitle": "Reason: RMT selling · appeal claims account theft · ⏰ 4h left", "actionLabel": "Review" },
+      { "id": "app2", "component": "ListItem", "title": "Player #77718 — 7-day ban", "subtitle": "Reason: toxicity · first offense · ⏰ 22h left", "actionLabel": "Review" },
+
+      { "id": "econSection", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": [] },
+
+      { "id": "experimentsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["expACard", "expBCard"] },
+      { "id": "expACard", "component": "Card", "children": ["expAHeader", "expABody", "expAProgress"] },
+      { "id": "expAHeader", "component": "CardHeader", "title": "Experiment A — New Onboarding Flow", "subtitle": "50/50 split · 14 days running · n=96k" },
+      { "id": "expABody", "component": "TextContent", "text": "**Variant wins** 🏆\n- D1 retention: 42% vs 36% (+17% lift, p=0.003)\n- Tutorial completion: +11%\n- Revenue impact: neutral" },
+      { "id": "expAProgress", "component": "Progress", "value": 88, "label": "Statistical confidence: 88% / 95% target" },
+      { "id": "expBCard", "component": "Card", "children": ["expBHeader", "expBBody", "expBProgress"] },
+      { "id": "expBHeader", "component": "CardHeader", "title": "Experiment B — Store Layout Test", "subtitle": "3-arm test · 7 days running · n=54k" },
+      { "id": "expBBody", "component": "TextContent", "text": "**Control leads (inconclusive)**\n- Conversion: Control 4.1% · V1 3.8% · V2 4.0% (p=0.21)\n- ARPPU: V2 +$0.12 (not significant)\n- Recommendation: extend 7 more days" },
+      { "id": "expBProgress", "component": "Progress", "value": 62, "label": "Statistical confidence: 62% / 95% target" },
+
+      { "id": "opsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["regionFocusCard"] },
+      { "id": "regionFocusCard", "component": "Card", "children": ["regionFocusHeader", "regionFocusSelect", "regionFocusBtn"] },
+      { "id": "regionFocusHeader", "component": "CardHeader", "title": "🔍 Focus on One Region", "subtitle": "Filter the entire dashboard to a single server region" },
+      { "id": "regionFocusSelect", "component": "Select", "name": "regionFocus", "placeholder": "Select a region…", "items": ["rsAll", "rsNAE", "rsNAW", "rsEUC", "rsEUW", "rsAPACT", "rsAPACS", "rsLATAM"] },
+      { "id": "rsAll", "component": "SelectItem", "value": "all", "label": "All regions (default)" },
+      { "id": "rsNAE", "component": "SelectItem", "value": "na-east", "label": "NA-East" },
+      { "id": "rsNAW", "component": "SelectItem", "value": "na-west", "label": "NA-West" },
+      { "id": "rsEUC", "component": "SelectItem", "value": "eu-central", "label": "EU-Central" },
+      { "id": "rsEUW", "component": "SelectItem", "value": "eu-west", "label": "EU-West" },
+      { "id": "rsAPACT", "component": "SelectItem", "value": "apac-tokyo", "label": "APAC-Tokyo" },
+      { "id": "rsAPACS", "component": "SelectItem", "value": "apac-sydney", "label": "APAC-Sydney" },
+      { "id": "rsLATAM", "component": "SelectItem", "value": "latam", "label": "LATAM-São Paulo" },
+      { "id": "regionFocusBtn", "component": "Button", "label": "Apply Region Filter", "variant": "secondary" },
+
+      { "id": "patchNotesCard", "component": "Card", "children": ["patchHeader", "patchForm"] },
+      { "id": "patchHeader", "component": "CardHeader", "title": "📝 Draft Patch Notes — v2.5.2", "subtitle": "Draft, review and publish notes to players" },
+      { "id": "patchForm", "component": "Form", "name": "patchNotes", "fields": ["fcTitle", "fcCategory", "fcBody"], "buttons": "patchButtons" },
+      { "id": "fcTitle", "component": "FormControl", "label": "Patch title", "input": "inPatchTitle" },
+      { "id": "inPatchTitle", "component": "Input", "name": "patchTitle", "placeholder": "e.g. Balance update & bug fixes" },
+      { "id": "fcCategory", "component": "FormControl", "label": "Category", "input": "inPatchCat" },
+      { "id": "inPatchCat", "component": "Select", "name": "patchCategory", "placeholder": "Choose category", "items": ["catBalance", "catBugfix", "catContent", "catEvent"] },
+      { "id": "catBalance", "component": "SelectItem", "value": "balance", "label": "Balance changes" },
+      { "id": "catBugfix", "component": "SelectItem", "value": "bugfix", "label": "Bug fixes" },
+      { "id": "catContent", "component": "SelectItem", "value": "content", "label": "New content" },
+      { "id": "catEvent", "component": "SelectItem", "value": "event", "label": "Event announcement" },
+      { "id": "fcBody", "component": "FormControl", "label": "Notes (markdown supported)", "input": "inPatchBody", "hint": "Use bullet points. Players see this in-game and on the web." },
+      { "id": "inPatchBody", "component": "TextArea", "name": "patchBody", "rows": 6, "placeholder": "- Reduced Dragon Sword damage from 120 → 105\n- Fixed crash on inventory screen\n- Added new gold sink: crafting reroll costs" },
+      { "id": "patchButtons", "component": "Buttons", "buttons": ["btnDraft", "btnPreview", "btnPublish"] },
+      { "id": "btnDraft", "component": "Button", "label": "Save Draft", "variant": "tertiary" },
+      { "id": "btnPreview", "component": "Button", "label": "Preview", "variant": "secondary" },
+      { "id": "btnPublish", "component": "Button", "label": "Publish Notes", "variant": "primary" },
+
+      { "id": "hotfixCard", "component": "Card", "variant": "sunk", "children": ["hotfixHeader", "hotfixBody", "hotfixDialog"] },
+      { "id": "hotfixHeader", "component": "CardHeader", "title": "🚨 Ship a Hotfix", "subtitle": "Emergency deploy pipeline — requires confirmation" },
+      { "id": "hotfixBody", "component": "TextContent", "text": "Current staging build: **v2.5.2-rc3** · QA sign-off: ✅ · Rollback plan: ready. Deploying will push to all regions with staged rollout (5% → 50% → 100%)." },
+      { "id": "hotfixDialog", "component": "AlertDialogBlock", "triggerLabel": "🚀 Deploy Hotfix v2.5.2-rc3", "title": "Confirm hotfix deployment", "description": "This will deploy v2.5.2-rc3 to all server regions with staged rollout. EU-Central is degraded and APAC-Sydney has an active incident — deployment to those regions will be held. Continue?", "confirmLabel": "Deploy Now", "cancelLabel": "Cancel", "triggerVariant": "destructive" }
+    ]
+  }
+}
+</a2ui-json>
+
+This dashboard covers every item:
+
+1. **Players online now** — live KPI card (48,213, 🟢 trending up)
+2. **DAU/MAU** — KPI cards with stickiness ratio
+3. **Revenue today** — $84,320 KPI with trend
+4. **Revenue per user** — ARPDAU + ARPPU card
+5. **Session length, 14 days** — line chart
+6. **Best-selling items** — table with units per item
+7. **Regions & health** — status table (including a degraded EU region and a Sydney incident)
+8. **Crash rate by version** — bar chart
+9. **Live events** — tabs for running (3) and upcoming (2)
+10. **Player reports** — moderation queue with review actions
+11. **Ban appeals** — separate queue with SLA countdowns
+12. **Currency inflation** — earned-vs-spent chart with a warning callout
+13. **Two experiments** — onboarding A/B (winning) and store layout (inconclusive) with confidence bars
+14. **Patch notes** — full drafting form with preview/publish
+15. **Region focus** — selector + apply filter button
+16. **Ship hotfix** — confirmation dialog with staged rollout details
+
+Want me to drill into any card — e.g., expand the Sydney incident, or wire the region filter to actually re-scope the charts?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..439419bfa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r2.txt
@@ -0,0 +1,90 @@
+Here's a complete live-ops dashboard covering all 16 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"liveops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"LiveOps Command"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"liveops","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["hdr","kpis","chartsRow","midRow","bottomRow","opsRow"]},
+{"id":"hdr","component":"CardHeader","title":"Live-Ops Command Center","subtitle":"Real-time studio operations overview"},
+
+{"id":"kpis","component":"Card","direction":"row","gap":"m","children":["kpiOnline","kpiDau","kpiMau","kpiRev","kpiArpu","kpiInflation"]},
+{"id":"kpiOnline","component":"Card","variant":"sunk","children":["kpiOnlineT"],"weight":1},
+{"id":"kpiOnlineT","component":"TextContent","text":"**Players Online Now**\n\n# 48,213\n🟢 +3.2% vs avg"},
+{"id":"kpiDau","component":"Card","variant":"sunk","children":["kpiDauT"],"weight":1},
+{"id":"kpiDauT","component":"TextContent","text":"**DAU**\n\n# 312,540"},
+{"id":"kpiMau","component":"Card","variant":"sunk","children":["kpiMauT"],"weight":1},
+{"id":"kpiMauT","component":"TextContent","text":"**MAU**\n\n# 2.41M"},
+{"id":"kpiRev","component":"Card","variant":"sunk","children":["kpiRevT"],"weight":1},
+{"id":"kpiRevT","component":"TextContent","text":"**Revenue Today**\n\n# $84,120"},
+{"id":"kpiArpu","component":"Card","variant":"sunk","children":["kpiArpuT"],"weight":1},
+{"id":"kpiArpuT","component":"TextContent","text":"**Revenue / User (ARPDAU)**\n\n# $0.27"},
+{"id":"kpiInflation","component":"Card","variant":"sunk","children":["kpiInflationT"],"weight":1},
+{"id":"kpiInflationT","component":"TextContent","text":"**Currency Inflation**\n\n# +4.8%\n⚠️ Gold supply growing faster than sinks"},
+
+{"id":"chartsRow","component":"Card","direction":"row","gap":"m","children":["sessCard","crashCard"]},
+{"id":"sessCard","component":"Card","children":["sessHead","sessChart","sessS1"],"weight":1},
+{"id":"sessHead","component":"CardHeader","title":"Avg Session Length — Past 14 Days","subtitle":"Minutes per session"},
+{"id":"sessChart","component":"LineChart","labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["sessS1"],"xLabel":"Day","yLabel":"Minutes"},
+{"id":"sessS1","component":"Series","category":"Avg session (min)","values":[22,24,23,26,28,31,29,27,25,26,30,32,33,31]},
+{"id":"crashCard","component":"Card","children":["crashHead","crashChart","crashS1"],"weight":1},
+{"id":"crashHead","component":"CardHeader","title":"Crash Rate by App Version","subtitle":"% of sessions crashing"},
+{"id":"crashChart","component":"BarChart","labels":["v3.1.0","v3.2.0","v3.2.1","v3.3.0-beta"],"series":["crashS1"],"yLabel":"Crash %"},
+{"id":"crashS1","component":"Series","category":"Crash rate %","values":[0.8,0.6,0.4,2.1]},
+
+{"id":"midRow","component":"Card","direction":"row","gap":"m","children":["itemsCard","regionCard"]},
+{"id":"itemsCard","component":"Card","children":["itemsHead","itemsTable","itemsC1","itemsC2"],"weight":1},
+{"id":"itemsHead","component":"CardHeader","title":"Best-Selling Items"},
+{"id":"itemsTable","component":"Table","columns":["itemsC1","itemsC2"]},
+{"id":"itemsC1","component":"Col","label":"Item","data":["Dragon Skin Bundle","Battle Pass S7","Gem Pack (Large)","XP Booster x10","Legendary Loot Box"],"type":"string"},
+{"id":"itemsC2","component":"Col","label":"Units Sold","data":[12480,9870,8210,6540,4120],"type":"number"},
+{"id":"regionCard","component":"Card","children":["regionHead","regionTable","regionC1","regionC2","regionC3","regionFocus","regionSelect","regionOpt1","regionOpt2","regionOpt3","regionOpt4","regionOpt5"],"weight":1},
+{"id":"regionHead","component":"CardHeader","title":"Server Regions & Health"},
+{"id":"regionTable","component":"Table","columns":["regionC1","regionC2","regionC3"]},
+{"id":"regionC1","component":"Col","label":"Region","data":["NA-East","NA-West","EU-Central","APAC","SA"],"type":"string"},
+{"id":"regionC2","component":"Col","label":"Health","data":["Healthy","Healthy","Degraded","Healthy","Warning"],"type":"string"},
+{"id":"regionC3","component":"Col","label":"Latency (ms)","data":[32,48,120,65,180],"type":"number"},
+{"id":"regionFocus","component":"FormControl","label":"Focus on one region","input":"regionSelect","hint":"Filters all dashboard metrics to the selected region"},
+{"id":"regionSelect","component":"Select","name":"region","items":["regionOpt1","regionOpt2","regionOpt3","regionOpt4","regionOpt5"],"placeholder":"All regions"},
+{"id":"regionOpt1","component":"SelectItem","value":"na-east","label":"NA-East"},
+{"id":"regionOpt2","component":"SelectItem","value":"na-west","label":"NA-West"},
+{"id":"regionOpt3","component":"SelectItem","value":"eu-central","label":"EU-Central"},
+{"id":"regionOpt4","component":"SelectItem","value":"apac","label":"APAC"},
+{"id":"regionOpt5","component":"SelectItem","value":"sa","label":"SA"},
+
+{"id":"bottomRow","component":"Card","direction":"row","gap":"m","children":["eventsCard","modCard","expCard"]},
+{"id":"eventsCard","component":"Card","children":["eventsHead","eventsList","ev1","ev2","ev3","ev4"],"weight":1},
+{"id":"eventsHead","component":"CardHeader","title":"Live Events"},
+{"id":"eventsList","component":"ListBlock","items":["ev1","ev2","ev3","ev4"]},
+{"id":"ev1","component":"ListItem","title":"Double XP Weekend","subtitle":"🟢 LIVE — ends in 14h"},
+{"id":"ev2","component":"ListItem","title":"Winter Raid Boss","subtitle":"🟢 LIVE — 3 days left"},
+{"id":"ev3","component":"ListItem","title":"PvP Tournament Qualifiers","subtitle":"🔵 Upcoming — starts Friday"},
+{"id":"ev4","component":"ListItem","title":"Lunar New Year Festival","subtitle":"🔵 Upcoming — in 12 days"},
+{"id":"modCard","component":"Card","children":["modHead","modReports","modAppeals"],"weight":1},
+{"id":"modHead","component":"CardHeader","title":"Moderation Queues"},
+{"id":"modReports","component":"Callout","variant":"warning","title":"Player Reports","description":"137 reports awaiting review — oldest is 6h. 42 flagged as harassment, 61 cheating, 34 other."},
+{"id":"modAppeals","component":"Callout","variant":"info","title":"Ban Appeals","description":"23 ban appeals awaiting review — median wait 2.1 days. 8 are repeat offenders."},
+{"id":"expCard","component":"Card","children":["expHead","exp1","exp2"],"weight":1},
+{"id":"expHead","component":"CardHeader","title":"Running Experiments"},
+{"id":"exp1","component":"Callout","variant":"success","title":"EXP-214: New Onboarding Flow","description":"Variant B: +12.4% D1 retention (p=0.02) — statistically significant. Recommend ship."},
+{"id":"exp2","component":"Callout","variant":"neutral","title":"EXP-219: Shop Layout Test","description":"Variant B: +1.8% conversion (p=0.31) — not yet significant. Keep running 5 more days."},
+
+{"id":"opsRow","component":"Card","direction":"row","gap":"m","children":["patchCard","hotfixCard"]},
+{"id":"patchCard","component":"Card","children":["patchHead","patchForm","patchTitleCtl","patchTitle","patchBodyCtl","patchBody","patchButtons","patchBtn"],"weight":1},
+{"id":"patchHead","component":"CardHeader","title":"Draft Patch Notes"},
+{"id":"patchForm","component":"Form","name":"patchNotes","fields":["patchTitleCtl","patchBodyCtl"],"buttons":"patchButtons"},
+{"id":"patchTitleCtl","component":"FormControl","label":"Version / Title","input":"patchTitle"},
+{"id":"patchTitle","component":"Input","name":"title","placeholder":"e.g. v3.3.0 — Balance Update"},
+{"id":"patchBodyCtl","component":"FormControl","label":"Notes","input":"patchBody","hint":"Markdown supported"},
+{"id":"patchBody","component":"TextArea","name":"notes","placeholder":"- Buffed Dragon Sword damage by 8%\n- Fixed crash on raid entry...","rows":6},
+{"id":"patchButtons","component":"Buttons","buttons":["patchBtn"]},
+{"id":"patchBtn","component":"Button","label":"Save Draft","variant":"primary"},
+{"id":"hotfixCard","component":"Card","children":["hotfixHead","hotfixDesc","hotfixBtn"],"weight":1},
+{"id":"hotfixHead","component":"CardHeader","title":"Ship a Hotfix"},
+{"id":"hotfixDesc","component":"TextContent","text":"Deploy an emergency hotfix to production. This will trigger a rolling restart across all regions."},
+{"id":"hotfixBtn","component":"AlertDialogBlock","triggerLabel":"🚨 Deploy Hotfix","triggerVariant":"destructive","title":"Confirm Hotfix Deployment","description":"This will restart servers in all regions with ~90s of rolling downtime. Players in matches will be migrated. Continue?","confirmLabel":"Deploy Now","cancelLabel":"Cancel"}
+]}}
+</a2ui-json>
+
+All 16 requirements are covered: live players (1), DAU/MAU (2), today's revenue (3), ARPDAU (4), 14-day session length chart (5), best-selling items table (6), region health table (7), crash rate by version (8), live/upcoming events (9), player reports queue (10), ban appeals queue (11), currency inflation KPI (12), both experiment results (13), patch notes form (14), region focus selector (15), and a guarded hotfix deploy action (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..50cd285ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r3.txt
@@ -0,0 +1,95 @@
+Here's a complete live-ops command center covering all 16 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"liveops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"LiveOps Console"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"liveops","components":[
+{"id":"root","component":"Card","direction":"column","gap":"m","children":["hdr","kpis","tabs","actions"]},
+{"id":"hdr","component":"CardHeader","title":"🎮 Live-Ops Command Center","subtitle":"Real-time studio telemetry — updated 30s ago"},
+{"id":"kpis","component":"Card","direction":"row","gap":"m","children":["k1","k2","k3","k4"],"variant":"sunk"},
+{"id":"k1","component":"Card","children":["k1t"],"weight":1},
+{"id":"k1t","component":"TextContent","text":"**🟢 Online Now**\n\n# 84,213\nCCU peak today: 112,480","size":"default"},
+{"id":"k2","component":"Card","children":["k2t"],"weight":1},
+{"id":"k2t","component":"TextContent","text":"**👥 Active Players**\n\nDAU: **412,930**\nMAU: **2,847,110**","size":"default"},
+{"id":"k3","component":"Card","children":["k3t"],"weight":1},
+{"id":"k3t","component":"TextContent","text":"**💰 Revenue Today**\n\n# $96,420\n▲ 8.2% vs yesterday","size":"default"},
+{"id":"k4","component":"Card","children":["k4t"],"weight":1},
+{"id":"k4t","component":"TextContent","text":"**📈 ARPDAU**\n\n# $0.23\nARPPU: $4.87","size":"default"},
+{"id":"tabs","component":"Tabs","items":["tab1","tab2","tab3","tab4"]},
+{"id":"tab1","component":"TabItem","value":"metrics","trigger":"Metrics","content":["sess","crash","infl"]},
+{"id":"sess","component":"Card","children":["sessH","sessC"]},
+{"id":"sessH","component":"CardHeader","title":"Avg Session Length — Past 14 Days","subtitle":"Minutes per session"},
+{"id":"sessC","component":"LineChart","labels":["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","D-1","Today"],"series":["sessS1"],"xLabel":"Day","yLabel":"Minutes"},
+{"id":"sessS1","component":"Series","category":"Avg session (min)","values":[18.2,17.8,19.1,18.9,20.4,21.2,19.8,18.5,19.0,20.1,21.7,22.3,21.0,22.8]},
+{"id":"crash","component":"Card","children":["crashH","crashC"]},
+{"id":"crashH","component":"CardHeader","title":"Crash Rate by App Version","subtitle":"% of sessions ending in crash"},
+{"id":"crashC","component":"BarChart","labels":["v4.2.0","v4.2.1","v4.3.0","v4.3.1","v4.4.0-beta"],"series":["crashS1"],"yLabel":"Crash %"},
+{"id":"crashS1","component":"Series","category":"Crash rate %","values":[0.42,0.38,0.61,0.29,1.84]},
+{"id":"infl","component":"Card","children":["inflH","inflC"]},
+{"id":"inflH","component":"CardHeader","title":"In-Game Currency Inflation","subtitle":"Gold supply index (base 100) vs faucet/sink ratio"},
+{"id":"inflC","component":"AreaChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["inflS1","inflS2"],"yLabel":"Index"},
+{"id":"inflS1","component":"Series","category":"Gold supply index","values":[100,104,109,115,121,128,134,141]},
+{"id":"inflS2","component":"Series","category":"Faucet/Sink ratio ×100","values":[100,101,103,102,105,107,108,110]},
+{"id":"tab2","component":"TabItem","value":"commerce","trigger":"Commerce","content":["items","exp"]},
+{"id":"items","component":"Card","children":["itemsH","itemsT"]},
+{"id":"itemsH","component":"CardHeader","title":"Best-Selling Items (24h)"},
+{"id":"itemsT","component":"Table","columns":["cItem","cUnits","cRev"]},
+{"id":"cItem","component":"Col","label":"Item","data":["Dragon Skin Bundle","Battle Pass S9","Gem Pack (Large)","Loot Crate ×10","Emote: Victory Dance"],"type":"string"},
+{"id":"cUnits","component":"Col","label":"Units Sold","data":[12840,31205,18930,24610,9875],"type":"number"},
+{"id":"cRev","component":"Col","label":"Revenue ($)","data":[64190,93615,37860,12305,4937],"type":"number"},
+{"id":"exp","component":"Card","children":["expH","expT"]},
+{"id":"expH","component":"CardHeader","title":"Running Experiments — Results"},
+{"id":"expT","component":"Table","columns":["cExp","cVar","cLift","cSig"]},
+{"id":"cExp","component":"Col","label":"Experiment","data":["EXP-118: New onboarding flow","EXP-121: Shop price anchoring"],"type":"string"},
+{"id":"cVar","component":"Col","label":"Variant B vs A","data":["D7 retention +6.4%","Conversion +3.1%"],"type":"string"},
+{"id":"cLift","component":"Col","label":"Revenue Lift","data":["+2.1%","+4.7%"],"type":"string"},
+{"id":"cSig","component":"Col","label":"Significance","data":["98.2% ✅","91.5% ⏳"],"type":"string"},
+{"id":"tab3","component":"TabItem","value":"infra","trigger":"Infra & Trust","content":["regions","reports"]},
+{"id":"regions","component":"Card","children":["regH","regT"]},
+{"id":"regH","component":"CardHeader","title":"Server Regions & Health"},
+{"id":"regT","component":"Table","columns":["cReg","cStatus","cPing","cLoad"]},
+{"id":"cReg","component":"Col","label":"Region","data":["US-East","US-West","EU-Central","APAC-Singapore","SA-Brazil"],"type":"string"},
+{"id":"cStatus","component":"Col","label":"Health","data":["🟢 Healthy","🟢 Healthy","🟡 Degraded","🟢 Healthy","🔴 Outage"],"type":"string"},
+{"id":"cPing","component":"Col","label":"Avg Ping (ms)","data":[34,58,41,72,210],"type":"number"},
+{"id":"cLoad","component":"Col","label":"Load %","data":[62,48,91,55,0],"type":"number"},
+{"id":"reports","component":"Card","direction":"row","gap":"m","children":["rep1","rep2"]},
+{"id":"rep1","component":"Card","children":["rep1t"],"variant":"sunk","weight":1},
+{"id":"rep1t","component":"TextContent","text":"**🚩 Player Reports Awaiting Review**\n\n# 347\nOldest: 6h 12m — 42 flagged cheating, 118 toxicity","size":"default"},
+{"id":"rep2","component":"Card","children":["rep2t"],"variant":"sunk","weight":1},
+{"id":"rep2t","component":"TextContent","text":"**⚖️ Ban Appeals Awaiting Review**\n\n# 89\nSLA risk: 12 appeals older than 48h","size":"default"},
+{"id":"tab4","component":"TabItem","value":"events","trigger":"Events","content":["events"]},
+{"id":"events","component":"Card","children":["evH","evL"]},
+{"id":"evH","component":"CardHeader","title":"Live Events — Running & Upcoming"},
+{"id":"evL","component":"ListBlock","items":["ev1","ev2","ev3","ev4"],"variant":"number"},
+{"id":"ev1","component":"ListItem","title":"🔴 LIVE — Double XP Weekend","subtitle":"Ends in 31h · participation 41% of DAU"},
+{"id":"ev2","component":"ListItem","title":"🔴 LIVE — Winter Raid Boss","subtitle":"Ends in 4d · 1.2M boss kills so far"},
+{"id":"ev3","component":"ListItem","title":"⏳ UPCOMING — Lunar New Year Festival","subtitle":"Starts in 6d · rewards configured, pending QA"},
+{"id":"ev4","component":"ListItem","title":"⏳ UPCOMING — Ranked Season 10","subtitle":"Starts in 12d · matchmaking changes staged"},
+{"id":"actions","component":"Card","direction":"row","gap":"m","children":["patch","focus","hotfix"]},
+{"id":"patch","component":"Card","children":["patchH","patchForm"],"weight":2},
+{"id":"patchH","component":"CardHeader","title":"📝 Draft Patch Notes"},
+{"id":"patchForm","component":"Form","name":"patchNotes","buttons":"patchBtns","fields":["pf1","pf2","pf3"]},
+{"id":"pf1","component":"FormControl","label":"Version","input":"pfVer"},
+{"id":"pfVer","component":"Input","name":"version","placeholder":"e.g. v4.4.0","type":"text"},
+{"id":"pf2","component":"FormControl","label":"Highlights","input":"pfHigh"},
+{"id":"pfHigh","component":"TextArea","name":"highlights","placeholder":"New features, one per line…","rows":3},
+{"id":"pf3","component":"FormControl","label":"Fixes & Balance","input":"pfFix"},
+{"id":"pfFix","component":"TextArea","name":"fixes","placeholder":"Bug fixes, balance changes…","rows":3},
+{"id":"patchBtns","component":"Buttons","buttons":["patchBtn"]},
+{"id":"patchBtn","component":"Button","label":"Generate Draft","variant":"primary"},
+{"id":"focus","component":"Card","children":["focusH","focusSel","focusI1","focusI2","focusI3","focusI4","focusI5"],"weight":1},
+{"id":"focusH","component":"CardHeader","title":"🎯 Focus Region"},
+{"id":"focusSel","component":"Select","name":"focusRegion","placeholder":"Select region…","items":["focusI1","focusI2","focusI3","focusI4","focusI5"]},
+{"id":"focusI1","component":"SelectItem","value":"us-east","label":"US-East"},
+{"id":"focusI2","component":"SelectItem","value":"us-west","label":"US-West"},
+{"id":"focusI3","component":"SelectItem","value":"eu-central","label":"EU-Central"},
+{"id":"focusI4","component":"SelectItem","value":"apac-sg","label":"APAC-Singapore"},
+{"id":"focusI5","component":"SelectItem","value":"sa-br","label":"SA-Brazil"},
+{"id":"hotfix","component":"Card","children":["hotfixH","hotfixBtn"],"weight":1},
+{"id":"hotfixH","component":"CardHeader","title":"🚑 Ship Hotfix"},
+{"id":"hotfixBtn","component":"AlertDialogBlock","triggerLabel":"Deploy Hotfix","title":"Confirm Hotfix Deployment","description":"This will roll the staged hotfix build to all regions with a 10% canary first. Continue?","confirmLabel":"Deploy","cancelLabel":"Cancel","triggerVariant":"destructive"}
+]}}
+</a2ui-json>
+
+All 16 items are covered: KPI cards (1–4), session-length line chart (5), best-sellers table (6), region health table (7), crash-rate bar chart (8), events list (9), report/appeal counts (10–11), inflation chart (12), experiment results (13), patch-notes form (14), region focus selector (15), and a guarded hotfix deploy action (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..c7a4d8d24
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-game__r4.txt
@@ -0,0 +1,121 @@
+Here's a complete live-ops command center covering all 16 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"liveops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"LiveOps Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"liveops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","kpiRow","chartsRow1","chartsRow2","chartsRow3","eventsReportsRow","expCurrencyRow","opsRow"]},
+{"id":"header","component":"CardHeader","title":"Live-Ops Command Center","subtitle":"Real-time studio operations overview — updated 30s ago"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiOnline","kpiDauMau","kpiRevenue","kpiArpu"]},
+{"id":"kpiOnline","component":"Card","variant":"card","children":["kpiOnlineT","kpiOnlineSub"],"weight":1},
+{"id":"kpiOnlineT","component":"TextContent","text":"**Players Online Now**\n\n# 84,213","size":"large-heavy"},
+{"id":"kpiOnlineSub","component":"TextContent","text":"▲ 6.2% vs. this time yesterday (item 1)","size":"small"},
+{"id":"kpiDauMau","component":"Card","variant":"card","children":["kpiDauMauT","kpiDauMauSub"],"weight":1},
+{"id":"kpiDauMauT","component":"TextContent","text":"**DAU / MAU**\n\n# 412K / 2.9M","size":"large-heavy"},
+{"id":"kpiDauMauSub","component":"TextContent","text":"Stickiness 14.2% (item 2)","size":"small"},
+{"id":"kpiRevenue","component":"Card","variant":"card","children":["kpiRevT","kpiRevSub"],"weight":1},
+{"id":"kpiRevT","component":"TextContent","text":"**Revenue Today**\n\n# $96,480","size":"large-heavy"},
+{"id":"kpiRevSub","component":"TextContent","text":"▲ 11% vs. 7-day avg (item 3)","size":"small"},
+{"id":"kpiArpu","component":"Card","variant":"card","children":["kpiArpuT","kpiArpuSub"],"weight":1},
+{"id":"kpiArpuT","component":"TextContent","text":"**Revenue per User**\n\n# $0.234","size":"large-heavy"},
+{"id":"kpiArpuSub","component":"TextContent","text":"ARPPU $8.12 · Payer rate 2.9% (item 4)","size":"small"},
+
+{"id":"chartsRow1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["sessionCard","crashCard"]},
+{"id":"sessionCard","component":"Card","children":["sessionHead","sessionChart"],"weight":1},
+{"id":"sessionHead","component":"CardHeader","title":"Avg Session Length — Past 14 Days (min)","subtitle":"Item 5"},
+{"id":"sessionChart","component":"LineChart","labels":["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","D-1","Today"],"series":["sessionSeries"],"variant":"natural","yLabel":"Minutes"},
+{"id":"sessionSeries","component":"Series","category":"Avg session (min)","values":[21,22,20,23,24,26,25,24,27,28,26,29,31,30]},
+{"id":"crashCard","component":"Card","children":["crashHead","crashChart"],"weight":1},
+{"id":"crashHead","component":"CardHeader","title":"Crash Rate by App Version (%)","subtitle":"Item 8"},
+{"id":"crashChart","component":"HorizontalBarChart","labels":["v4.2.1","v4.2.0","v4.1.3","v4.1.0","v4.0.x"],"series":["crashSeries"],"xLabel":"Crash rate %"},
+{"id":"crashSeries","component":"Series","category":"Crash rate","values":[0.4,0.6,0.9,1.4,2.3]},
+
+{"id":"chartsRow2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["itemsCard","regionCard"]},
+{"id":"itemsCard","component":"Card","children":["itemsHead","itemsChart"],"weight":1},
+{"id":"itemsHead","component":"CardHeader","title":"Best-Selling Items (units, today)","subtitle":"Item 6"},
+{"id":"itemsChart","component":"HorizontalBarChart","labels":["Dragon Skin Bundle","Gem Pack L","Battle Pass S9","XP Booster x10","Emote: Clutch"],"series":["itemsSeries"],"xLabel":"Units sold"},
+{"id":"itemsSeries","component":"Series","category":"Units","values":[4820,3960,3510,2980,2140]},
+{"id":"regionCard","component":"Card","children":["regionHead","regionTable"],"weight":1},
+{"id":"regionHead","component":"CardHeader","title":"Server Regions & Health","subtitle":"Item 7"},
+{"id":"regionTable","component":"Table","columns":["regionCol","statusCol","pingCol","loadCol"]},
+{"id":"regionCol","component":"Col","label":"Region","data":["NA-East","NA-West","EU-Central","APAC-SG","SA-BR"]},
+{"id":"statusCol","component":"Col","label":"Health","data":["Healthy","Healthy","Degraded","Healthy","Healthy"]},
+{"id":"pingCol","component":"Col","label":"Ping (ms)","data":[32,41,88,56,74],"type":"number"},
+{"id":"loadCol","component":"Col","label":"Load %","data":[61,54,92,47,38],"type":"number"},
+
+{"id":"chartsRow3","component":"Card","variant":"clear","direction":"row","gap":"m","children":["inflCard","expCard"]},
+{"id":"inflCard","component":"Card","children":["inflHead","inflChart","inflNote"],"weight":1},
+{"id":"inflHead","component":"CardHeader","title":"In-Game Currency Inflation","subtitle":"Item 12 — gold earned vs. spent per day (M)"},
+{"id":"inflChart","component":"AreaChart","labels":["W1","W2","W3","W4","W5","W6"],"series":["inflEarn","inflSpend"],"variant":"natural","yLabel":"Millions of gold"},
+{"id":"inflEarn","component":"Series","category":"Gold earned","values":[120,128,141,155,171,189]},
+{"id":"inflSpend","component":"Series","category":"Gold spent","values":[118,124,132,138,144,151]},
+{"id":"inflNote","component":"Callout","variant":"warning","title":"Inflation alert","description":"Net faucet/sink gap growing +8% WoW. Consider new gold sinks in next patch."},
+{"id":"expCard","component":"Card","children":["expHead","expATable","expBTable"],"weight":1},
+{"id":"expHead","component":"CardHeader","title":"Running Experiments — Results","subtitle":"Item 13"},
+{"id":"expATable","component":"Table","columns":["expACol","expAMetric"]},
+{"id":"expACol","component":"Col","label":"EXP-118: New onboarding flow","data":["Control","Variant A","Lift","Confidence"]},
+{"id":"expAMetric","component":"Col","label":"D1 retention","data":["31.2%","35.8%","+14.7%","97% ✅"]},
+{"id":"expBTable","component":"Table","columns":["expBCol","expBMetric"]},
+{"id":"expBCol","component":"Col","label":"EXP-121: Shop layout v2","data":["Control","Variant B","Lift","Confidence"]},
+{"id":"expBMetric","component":"Col","label":"Conversion","data":["2.7%","2.5%","-7.4%","81% ⚠️"]},
+
+{"id":"eventsReportsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["eventsCard","reportsCard","appealsCard"]},
+{"id":"eventsCard","component":"Card","children":["eventsHead","eventsList"],"weight":1},
+{"id":"eventsHead","component":"CardHeader","title":"Live Events","subtitle":"Item 9"},
+{"id":"eventsList","component":"ListBlock","items":["ev1","ev2","ev3","ev4"]},
+{"id":"ev1","component":"ListItem","title":"🟢 Double XP Weekend","subtitle":"LIVE — ends in 18h · participation 41%"},
+{"id":"ev2","component":"ListItem","title":"🟢 Frost Raid Boss","subtitle":"LIVE — 3 days left · 12K kills"},
+{"id":"ev3","component":"ListItem","title":"🟡 Lunar Festival","subtitle":"Upcoming — starts in 4 days"},
+{"id":"ev4","component":"ListItem","title":"🟡 Ranked Season 10","subtitle":"Upcoming — starts in 9 days"},
+{"id":"reportsCard","component":"Card","children":["reportsHead","reportsList"],"weight":1},
+{"id":"reportsHead","component":"CardHeader","title":"Player Reports Awaiting Review","subtitle":"Item 10 — 47 open"},
+{"id":"reportsList","component":"ListBlock","items":["rp1","rp2","rp3"]},
+{"id":"rp1","component":"ListItem","title":"Cheating — aimbot suspicion","subtitle":"23 reports · oldest 2h","actionLabel":"Review"},
+{"id":"rp2","component":"ListItem","title":"Toxic chat — ranked lobby","subtitle":"17 reports · oldest 5h","actionLabel":"Review"},
+{"id":"rp3","component":"ListItem","title":"Exploit — item duplication","subtitle":"7 reports · oldest 1h","actionLabel":"Review"},
+{"id":"appealsCard","component":"Card","children":["appealsHead","appealsList"],"weight":1},
+{"id":"appealsHead","component":"CardHeader","title":"Ban Appeals Awaiting Review","subtitle":"Item 11 — 12 open"},
+{"id":"appealsList","component":"ListBlock","items":["ap1","ap2","ap3"]},
+{"id":"ap1","component":"ListItem","title":"Appeal #A-2291 — permaban","subtitle":"Reason: cheating · waiting 26h","actionLabel":"Review"},
+{"id":"ap2","component":"ListItem","title":"Appeal #A-2290 — 7-day ban","subtitle":"Reason: toxicity · waiting 12h","actionLabel":"Review"},
+{"id":"ap3","component":"ListItem","title":"Appeal #A-2288 — 30-day ban","subtitle":"Reason: RMT · waiting 8h","actionLabel":"Review"},
+
+{"id":"expCurrencyRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["patchCard","focusCard"]},
+{"id":"patchCard","component":"Card","children":["patchHead","patchForm"],"weight":2},
+{"id":"patchHead","component":"CardHeader","title":"Draft Patch Notes","subtitle":"Item 14"},
+{"id":"patchForm","component":"Form","name":"patchNotes","buttons":"patchButtons","fields":["pfVersion","pfType","pfNotes"]},
+{"id":"pfVersion","component":"FormControl","label":"Patch version","input":"pfVersionInput"},
+{"id":"pfVersionInput","component":"Input","name":"version","placeholder":"e.g. v4.2.2","type":"text"},
+{"id":"pfType","component":"FormControl","label":"Category","input":"pfTypeSelect"},
+{"id":"pfTypeSelect","component":"Select","name":"category","items":["pfT1","pfT2","pfT3"],"placeholder":"Select category"},
+{"id":"pfT1","component":"SelectItem","value":"balance","label":"Balance changes"},
+{"id":"pfT2","component":"SelectItem","value":"bugfix","label":"Bug fixes"},
+{"id":"pfT3","component":"SelectItem","value":"content","label":"New content"},
+{"id":"pfNotes","component":"FormControl","label":"Notes (markdown)","input":"pfNotesArea"},
+{"id":"pfNotesArea","component":"TextArea","name":"notes","placeholder":"- Fixed crash on raid start...\n- Buffed Frost Mage Q by 8%...","rows":5},
+{"id":"patchButtons","component":"Buttons","buttons":["patchSave","patchPublish"]},
+{"id":"patchSave","component":"Button","label":"Save Draft","variant":"secondary"},
+{"id":"patchPublish","component":"Button","label":"Publish Notes","variant":"primary"},
+{"id":"focusCard","component":"Card","children":["focusHead","focusSelect","focusNote"],"weight":1},
+{"id":"focusHead","component":"CardHeader","title":"Focus on a Region","subtitle":"Item 15 — filters all dashboard metrics"},
+{"id":"focusSelect","component":"Select","name":"regionFocus","items":["fr0","fr1","fr2","fr3","fr4","fr5"],"placeholder":"All regions"},
+{"id":"fr0","component":"SelectItem","value":"all","label":"🌍 All regions"},
+{"id":"fr1","component":"SelectItem","value":"na-east","label":"NA-East"},
+{"id":"fr2","component":"SelectItem","value":"na-west","label":"NA-West"},
+{"id":"fr3","component":"SelectItem","value":"eu-central","label":"EU-Central"},
+{"id":"fr4","component":"SelectItem","value":"apac-sg","label":"APAC-SG"},
+{"id":"fr5","component":"SelectItem","value":"sa-br","label":"SA-BR"},
+{"id":"focusNote","component":"TextContent","text":"Selecting a region re-scopes KPIs, charts, and queues to that shard.","size":"small"},
+
+{"id":"opsRow","component":"Card","children":["opsHead","opsButtons"]},
+{"id":"opsHead","component":"CardHeader","title":"Hotfix Deployment","subtitle":"Item 16 — EU-Central is degraded; consider shipping the latency hotfix"},
+{"id":"opsButtons","component":"Buttons","buttons":["hotfixBtn","rollbackBtn"]},
+{"id":"hotfixBtn","component":"Button","label":"🚀 Ship Hotfix v4.2.2-hotfix.1","variant":"primary","size":"large"},
+{"id":"rollbackBtn","component":"Button","label":"Rollback Last Deploy","variant":"secondary","type":"destructive"}
+]}}
+</a2ui-json>
+
+All 16 items are covered: KPI cards (1–4), session-length line chart (5), best-sellers bar chart (6), region health table (7), crash-rate chart (8), events list (9), reports (10) and appeals (11) queues, currency inflation area chart with alert (12), experiment result tables (13), patch-notes form (14), region focus selector (15), and hotfix/rollback controls (16). Want me to wire the region selector to actually filter the charts, or add a confirmation dialog to the hotfix button?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..39b524eef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r1.txt
@@ -0,0 +1,132 @@
+Here's a complete factory floor supervisor console covering all 17 requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"factory-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#F97316","agentDisplayName":"Factory Floor Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","andon","kpiRow","linesCard","chartsRow","maintRow","supplyRow","shiftSafetyRow","qualityRow","energyWoRow","actionsRow"]},
+{"id":"hdr","component":"CardHeader","title":"Factory Floor Supervisor Console","subtitle":"Plant 2 · All lines · Live overview"},
+
+{"id":"andon","component":"Callout","variant":"error","title":"🔴 Andon Alert — Line 3","description":"Torque fault on Station 3B · Raised 4 min ago · Maintenance notified"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["oeeCard","unitsCard","energyKpiCard","safetyKpiCard"]},
+{"id":"oeeCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["oeeTitle","oeeValue","oeeProg"]},
+{"id":"oeeTitle","component":"TextContent","text":"**1. Overall Equipment Effectiveness**","size":"small-heavy"},
+{"id":"oeeValue","component":"TextContent","text":"# 78.4%","size":"large-heavy"},
+{"id":"oeeProg","component":"Progress","value":78,"label":"OEE (target 85%)"},
+{"id":"unitsCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["unitsTitle","unitsValue","unitsProg"]},
+{"id":"unitsTitle","component":"TextContent","text":"**2. Units Produced vs Target**","size":"small-heavy"},
+{"id":"unitsValue","component":"TextContent","text":"# 8,420 / 10,000","size":"large-heavy"},
+{"id":"unitsProg","component":"Progress","value":84,"label":"Today's target"},
+{"id":"energyKpiCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["energyTitle","energyValue","energyNote"]},
+{"id":"energyTitle","component":"TextContent","text":"**12. Energy Use Today**","size":"small-heavy"},
+{"id":"energyValue","component":"TextContent","text":"# 1,240 kWh","size":"large-heavy"},
+{"id":"energyNote","component":"TextContent","text":"▼ 6% vs yesterday","size":"small"},
+{"id":"safetyKpiCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["safetyTitle","safetyValue","safetyNote"]},
+{"id":"safetyTitle","component":"TextContent","text":"**10. Safety**","size":"small-heavy"},
+{"id":"safetyValue","component":"TextContent","text":"# 3 incidents YTD","size":"large-heavy"},
+{"id":"safetyNote","component":"TextContent","text":"✅ 47 days since last incident","size":"small"},
+
+{"id":"linesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["linesHdr","linesTable","focusLbl","focusSelect"]},
+{"id":"linesHdr","component":"TextContent","text":"**3. Production Lines — Rate & Status**","size":"small-heavy"},
+{"id":"linesTable","component":"Table","columns":["colLine","colRate","colStatus"]},
+{"id":"colLine","component":"Col","label":"Line","data":["Line 1","Line 2","Line 3","Line 4"],"type":"string"},
+{"id":"linesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["linesHdr","linesTable","focusLabel","focusSelect"]},
+{"id":"linesHdr","component":"TextContent","text":"**3. Production Lines — Rate & Status**","size":"small-heavy"},
+{"id":"linesTable","component":"Table","columns":["colLine","colRate","colStatus"]},
+{"id":"colLine","component":"Col","label":"Line","data":["Line 1","Line 2","Line 3","Line 4"]},
+{"id":"linesTable","component":"Table","columns":["linesCol1","linesCol2","linesCol3"]},
+{"id":"linesCol1","component":"Col","label":"Line","data":["Line 1","Line 2","Line 3","Line 4"],"type":"string"},
+{"id":"linesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["linesTitle","linesTable"]},
+{"id":"linesTitle","component":"TextContent","text":"**3. Production Lines — Rate & Status**","size":"small-heavy"},
+{"id":"linesTable","component":"Table","columns":["lcLine","lcRate","lcStatus"]},
+{"id":"lcLine","component":"Col","label":"Line","data":["Line 1","Line 2","Line 3","Line 4"],"type":"string"},
+{"id":"lcRate","component":"Col","label":"Rate (units/hr)","data":[620,585,0,610],"type":"number"},
+{"id":"lcStatus","component":"Col","label":"Status","data":["🟢 Running","🟢 Running","🔴 Down (Andon)","🟡 Changeover"],"type":"string"},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["defectCard","downtimeCard"]},
+{"id":"defectCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["defectTitle","defectChart","defectSeries"]},
+{"id":"defectTitle","component":"TextContent","text":"**4. Defect Rate — Past Month (%)**","size":"small-heavy"},
+{"id":"defectChart","component":"LineChart","labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["defectSeries"],"variant":"natural","xLabel":"Week","yLabel":"Defect %"},
+{"id":"defectSeries","component":"Series","category":"Defect %","values":[2.4,2.1,1.8,1.5]},
+{"id":"downtimeCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["downtimeTitle","downtimeChart"]},
+{"id":"downtimeTitle","component":"TextContent","text":"**5. Downtime Split by Cause (hrs)**","size":"small-heavy"},
+{"id":"downtimeChart","component":"PieChart","labels":["Mechanical","Changeover","Material shortage","Planned maint.","Other"],"values":[14,9,6,8,3],"variant":"donut"},
+
+{"id":"maintRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["maintDueCard","maintFormCard"]},
+{"id":"maintDueCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["maintDueTitle","maintDueList"]},
+{"id":"maintDueTitle","component":"TextContent","text":"**6. Machines Due for Maintenance**","size":"small-heavy"},
+{"id":"maintDueList","component":"ListBlock","variant":"number","items":["mi1","mi2","mi3"]},
+{"id":"mi1","component":"ListItem","title":"Press P-201","subtitle":"Overdue by 2 days · Line 1"},
+{"id":"mi2","component":"ListItem","title":"Conveyor C-114","subtitle":"Due in 3 days · Line 2"},
+{"id":"mi3","component":"ListItem","title":"Robot R-308","subtitle":"Due in 6 days · Line 3"},
+{"id":"maintFormCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["maintFormTitle","maintForm","mfMachineCtrl","mfMachine","mfDateCtrl","mfDate","mfButtons","mfSubmit"]},
+{"id":"maintFormTitle","component":"TextContent","text":"**14. Schedule Maintenance**","size":"small-heavy"},
+{"id":"maintForm","component":"Form","name":"scheduleMaintenance","fields":["mfMachineCtrl","mfDateCtrl"],"buttons":"mfButtons"},
+{"id":"mfMachineCtrl","component":"FormControl","label":"Machine","input":"mfMachine"},
+{"id":"mfMachine","component":"Select","name":"machine","placeholder":"Select machine","items":["mfM1","mfM2","mfM3"]},
+{"id":"mfM1","component":"SelectItem","value":"p201","label":"Press P-201"},
+{"id":"mfM2","component":"SelectItem","value":"c114","label":"Conveyor C-114"},
+{"id":"mfM3","component":"SelectItem","value":"r308","label":"Robot R-308"},
+{"id":"mfDateCtrl","component":"FormControl","label":"Date","input":"mfDate"},
+{"id":"mfDate","component":"DatePicker","name":"date","mode":"single"},
+{"id":"mfButtons","component":"Buttons","buttons":["mfSubmit"]},
+{"id":"mfSubmit","component":"Button","label":"Schedule","variant":"primary"},
+
+{"id":"supplyRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["stockCard","deliveriesCard"]},
+{"id":"stockCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["stockTitle","steelProg","resinProg","packProg"]},
+{"id":"stockTitle","component":"TextContent","text":"**7. Raw Material Stock**","size":"small-heavy"},
+{"id":"steelProg","component":"Progress","value":72,"label":"Steel — 72%"},
+{"id":"resinProg","component":"Progress","value":45,"label":"Resin — 45%"},
+{"id":"packProg","component":"Progress","value":88,"label":"Packaging — 88%"},
+{"id":"deliveriesCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["delTitle","delList"]},
+{"id":"delTitle","component":"TextContent","text":"**8. Supplier Deliveries Due This Week**","size":"small-heavy"},
+{"id":"delList","component":"ListBlock","variant":"number","items":["dl1","dl2","dl3"]},
+{"id":"dl1","component":"ListItem","title":"SteelCo — 12t steel","subtitle":"Tuesday · Dock 2"},
+{"id":"dl2","component":"ListItem","title":"PolyResin Ltd — 5t resin","subtitle":"Thursday · Dock 1"},
+{"id":"dl3","component":"ListItem","title":"PackRight — packaging","subtitle":"Friday · Dock 3"},
+
+{"id":"shiftSafetyRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["shiftCard","safetyCard"]},
+{"id":"shiftCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["shiftTitle","shiftChart","shiftSeries"]},
+{"id":"shiftTitle","component":"TextContent","text":"**9. Shift Output Compared**","size":"small-heavy"},
+{"id":"shiftChart","component":"BarChart","labels":["Shift A","Shift B","Shift C"],"series":["shiftSeries"],"yLabel":"Units"},
+{"id":"shiftSeries","component":"Series","category":"Units","values":[3200,2950,2270]},
+{"id":"safetyCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["safetyTitle","safetyValue","safetyDays"]},
+{"id":"safetyTitle","component":"TextContent","text":"**10. Safety**","size":"small-heavy"},
+{"id":"safetyValue","component":"TextContent","text":"# 3 incidents YTD","size":"large-heavy"},
+{"id":"safetyDays","component":"TextContent","text":"✅ **47 days** since last incident","size":"default"},
+
+{"id":"qualityRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["qualityCard","andonCard"]},
+{"id":"qualityCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["qualityTitle","qualityTags"]},
+{"id":"qualityTitle","component":"TextContent","text":"**11. Batches on Quality Hold**","size":"small-heavy"},
+{"id":"qualityTags","component":"TagBlock","tags":["B-1042 · resin mix","B-1047 · dimension check","B-1051 · surface finish"]},
+{"id":"andonCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["andonTitle","andon1","andon2"]},
+{"id":"andonTitle","component":"TextContent","text":"**16. Live Andon Alerts**","size":"small-heavy"},
+{"id":"andon1","component":"Alert","variant":"destructive","title":"Line 3 — Torque fault","description":"Station 3B · 4 min ago"},
+{"id":"andon2","component":"Alert","variant":"warning","title":"Line 4 — Material low","description":"Resin feeder below 20% · 12 min ago"},
+
+{"id":"energyWoRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["woCard","focusCard"]},
+{"id":"woCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["woTitle","woTable"]},
+{"id":"woTitle","component":"TextContent","text":"**13. Open Work Orders**","size":"small-heavy"},
+{"id":"woTable","component":"Table","columns":["woId","woDesc","woPri"]},
+{"id":"woId","component":"Col","label":"WO #","data":["WO-881","WO-882","WO-883"],"type":"string"},
+{"id":"woDesc","component":"Col","label":"Description","data":["Replace press seal","Calibrate robot arm","Fix conveyor sensor"],"type":"string"},
+{"id":"woPri","component":"Col","label":"Priority","data":["🔴 High","🟡 Medium","🟢 Low"],"type":"string"},
+{"id":"focusCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["focusTitle","focusCtrl","focusSelect"]},
+{"id":"focusTitle","component":"TextContent","text":"**15. Focus on a Line**","size":"small-heavy"},
+{"id":"focusCtrl","component":"FormControl","label":"Production line","input":"focusSelect"},
+{"id":"focusSelect","component":"Select","name":"focusLine","placeholder":"All lines","items":["fs1","fs2","fs3","fs4"]},
+{"id":"fs1","component":"SelectItem","value":"line1","label":"Line 1"},
+{"id":"fs2","component":"SelectItem","value":"line2","label":"Line 2"},
+{"id":"fs3","component":"SelectItem","value":"line3","label":"Line 3"},
+{"id":"fs4","component":"SelectItem","value":"line4","label":"Line 4"},
+
+{"id":"actionsRow","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","children":["exportLabel","exportBtn"]},
+{"id":"exportLabel","component":"TextContent","text":"**17. Shift Report** — export today's full production summary","size":"default"},
+{"id":"exportBtn","component":"Button","label":"⬇ Export Shift Report","variant":"primary"}
+]}}
+</a2ui-json>
+
+All 17 items are covered: OEE (1), units vs target (2), line rates/status table (3), defect trend chart (4), downtime donut (5), maintenance due list (6), stock progress bars (7), deliveries (8), shift comparison bar chart (9), safety KPI (10), quality hold tags (11), energy KPI (12), work orders table (13), maintenance scheduling form (14), line focus selector (15), live andon alerts (16), and the export button (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..5210dc015
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r2.txt
@@ -0,0 +1,144 @@
+Here's the factory floor supervisor console — a single screen covering all 17 items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "factory-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1D4ED8",
+      "agentDisplayName": "Factory Floor Console"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "factory-console",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "andon-alert", "kpi-row", "focus-row", "line-table", "charts-row", "charts-row2", "tables-row", "workorder-table", "maint-form", "export-row"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Factory Floor Supervisor Console", "subtitle": "Plant 2 · Live overview · Shift B" },
+
+      { "id": "andon-alert", "component": "Callout", "variant": "warning", "title": "Andon Alert — Line 3", "description": "Filler station jam reported 4 min ago. Maintenance team notified. Line running at reduced rate." },
+
+      { "id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpi-oee", "kpi-units", "kpi-safety", "kpi-energy"] },
+      { "id": "kpi-oee", "component": "Card", "variant": "card", "children": ["kpi-oee-h", "kpi-oee-p"], "weight": 1 },
+      { "id": "kpi-oee-h", "component": "TextContent", "text": "**1. Overall Equipment Effectiveness (OEE)**", "size": "small-heavy" },
+      { "id": "kpi-oee-p", "component": "Progress", "value": 82, "label": "82% — target 85%" },
+      { "id": "kpi-units", "component": "Card", "variant": "card", "children": ["kpi-units-h", "kpi-units-p"], "weight": 1 },
+      { "id": "kpi-units-h", "component": "TextContent", "text": "**2. Units Produced vs Target**", "size": "small-heavy" },
+      { "id": "kpi-units-p", "component": "Progress", "value": 71, "label": "8,520 / 12,000 units today" },
+      { "id": "kpi-safety", "component": "Card", "variant": "card", "children": ["kpi-safety-h", "kpi-safety-t"], "weight": 1 },
+      { "id": "kpi-safety-h", "component": "TextContent", "text": "**10. Safety — This Year**", "size": "small-heavy" },
+      { "id": "kpi-safety-t", "component": "TextContent", "text": "Incidents YTD: **3** · Days since last: **47**", "size": "large" },
+      { "id": "kpi-energy", "component": "Card", "variant": "card", "children": ["kpi-energy-h", "kpi-energy-t"], "weight": 1 },
+      { "id": "kpi-energy-h", "component": "TextContent", "text": "**12. Energy Use Today**", "size": "small-heavy" },
+      { "id": "kpi-energy-t", "component": "TextContent", "text": "**1,840 kWh** (est. 2,600 kWh by EOD)", "size": "large" },
+
+      { "id": "focus-row", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["focus-label", "focus-select", "focus-l1", "focus-l2", "focus-l3", "focus-l4"] },
+      { "id": "focus-label", "component": "TextContent", "text": "**15. Focus on a production line:**", "size": "small-heavy" },
+      { "id": "focus-select", "component": "Select", "name": "lineFocus", "placeholder": "All lines", "items": ["focus-l1", "focus-l2", "focus-l3", "focus-l4"] },
+      { "id": "focus-l1", "component": "SelectItem", "value": "line1", "label": "Line 1 — Extrusion" },
+      { "id": "focus-l2", "component": "SelectItem", "value": "line2", "label": "Line 2 — Molding" },
+      { "id": "focus-l3", "component": "SelectItem", "value": "line3", "label": "Line 3 — Filling" },
+      { "id": "focus-l4", "component": "SelectItem", "value": "line4", "label": "Line 4 — Packaging" },
+
+      { "id": "line-table", "component": "Card", "variant": "card", "children": ["line-table-h", "line-table-t"] },
+      { "id": "line-table-h", "component": "TextContent", "text": "**3. Production Lines — Rate & Status**", "size": "small-heavy" },
+      { "id": "line-table-t", "component": "Table", "columns": ["lt-line", "lt-rate", "lt-target-rate", "lt-status"] },
+      { "id": "lt-line", "component": "Col", "label": "Line", "data": ["Line 1 — Extrusion", "Line 2 — Molding", "Line 3 — Filling", "Line 4 — Packaging"], "type": "string" },
+      { "id": "lt-rate", "component": "Col", "label": "Current Rate (units/hr)", "data": [410, 385, 290, 450], "type": "number" },
+      { "id": "lt-target-rate", "component": "Col", "label": "Target Rate", "data": [420, 400, 400, 450], "type": "number" },
+      { "id": "lt-status", "component": "Col", "label": "Status", "data": ["Running", "Running", "Degraded — Andon", "Running"], "type": "string" },
+
+      { "id": "charts-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["defect-card", "downtime-card"] },
+      { "id": "defect-card", "component": "Card", "variant": "card", "children": ["defect-h", "defect-chart", "defect-s1"], "weight": 1 },
+      { "id": "defect-h", "component": "TextContent", "text": "**4. Defect Rate — Past Month (%)**", "size": "small-heavy" },
+      { "id": "defect-chart", "component": "LineChart", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"], "series": ["defect-s1"], "xLabel": "Week", "yLabel": "Defect %" },
+      { "id": "defect-s1", "component": "Series", "category": "Defect rate", "values": [2.4, 2.1, 1.8, 1.9] },
+      { "id": "downtime-card", "component": "Card", "variant": "card", "children": ["downtime-h", "downtime-chart"], "weight": 1 },
+      { "id": "downtime-h", "component": "TextContent", "text": "**5. Downtime Split by Cause (hrs, this month)**", "size": "small-heavy" },
+      { "id": "downtime-chart", "component": "PieChart", "variant": "donut", "labels": ["Mechanical failure", "Changeover", "Material shortage", "Planned maintenance", "Quality stop"], "values": [14, 9, 6, 8, 3] },
+
+      { "id": "charts-row2", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["shift-card", "stock-card"] },
+      { "id": "shift-card", "component": "Card", "variant": "card", "children": ["shift-h", "shift-chart", "shift-s1"], "weight": 1 },
+      { "id": "shift-h", "component": "TextContent", "text": "**9. Shift Output Compared (units, today)**", "size": "small-heavy" },
+      { "id": "shift-chart", "component": "BarChart", "labels": ["Shift A (06–14)", "Shift B (14–22)", "Shift C (22–06)"], "series": ["shift-s1"], "yLabel": "Units" },
+      { "id": "shift-s1", "component": "Series", "category": "Output", "values": [3950, 3120, 1450] },
+      { "id": "stock-card", "component": "Card", "variant": "card", "children": ["stock-h", "stock-steel", "stock-resin", "stock-pack"], "weight": 1 },
+      { "id": "stock-h", "component": "TextContent", "text": "**7. Raw Material Stock**", "size": "small-heavy" },
+      { "id": "stock-steel", "component": "Progress", "value": 64, "label": "Steel — 12.8 t (64% of capacity)" },
+      { "id": "stock-resin", "component": "Progress", "value": 38, "label": "Resin — 4.6 t (38%) — reorder soon" },
+      { "id": "stock-pack", "component": "Progress", "value": 81, "label": "Packaging — 24,300 pcs (81%)" },
+
+      { "id": "tables-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["maint-card", "supplier-card", "quality-card"] },
+      { "id": "maint-card", "component": "Card", "variant": "card", "children": ["maint-h", "maint-table"], "weight": 1 },
+      { "id": "maint-h", "component": "TextContent", "text": "**6. Machines Due for Maintenance**", "size": "small-heavy" },
+      { "id": "maint-table", "component": "Table", "columns": ["mt-machine", "mt-due", "mt-type"] },
+      { "id": "mt-machine", "component": "Col", "label": "Machine", "data": ["Extruder E-201", "Filler F-104", "Packer P-307"], "type": "string" },
+      { "id": "mt-due", "component": "Col", "label": "Due", "data": ["Tomorrow", "In 3 days", "In 6 days"], "type": "string" },
+      { "id": "mt-type", "component": "Col", "label": "Type", "data": ["Bearing replacement", "Seal inspection", "Belt service"], "type": "string" },
+      { "id": "supplier-card", "component": "Card", "variant": "card", "children": ["supplier-h", "supplier-table"], "weight": 1 },
+      { "id": "supplier-h", "component": "TextContent", "text": "**8. Supplier Deliveries Due This Week**", "size": "small-heavy" },
+      { "id": "supplier-table", "component": "Table", "columns": ["st-supplier", "st-item", "st-date"] },
+      { "id": "st-supplier", "component": "Col", "label": "Supplier", "data": ["SteelCo", "PolyChem", "PackRight"], "type": "string" },
+      { "id": "st-item", "component": "Col", "label": "Item", "data": ["Steel coils — 8 t", "Resin pellets — 5 t", "Cartons — 10,000 pcs"], "type": "string" },
+      { "id": "st-date", "component": "Col", "label": "Expected", "data": ["Tue", "Wed", "Fri"], "type": "string" },
+      { "id": "quality-card", "component": "Card", "variant": "card", "children": ["quality-h", "quality-table"], "weight": 1 },
+      { "id": "quality-h", "component": "TextContent", "text": "**11. Batches on Quality Hold**", "size": "small-heavy" },
+      { "id": "quality-table", "component": "Table", "columns": ["qt-batch", "qt-line", "qt-reason"] },
+      { "id": "qt-batch", "component": "Col", "label": "Batch", "data": ["B-4471", "B-4478", "B-4482"], "type": "string" },
+      { "id": "qt-line", "component": "Col", "label": "Line", "data": ["Line 2", "Line 3", "Line 1"], "type": "string" },
+      { "id": "qt-reason", "component": "Col", "label": "Reason", "data": ["Dimension out of spec", "Seal integrity fail", "Contamination check"], "type": "string" },
+
+      { "id": "workorder-table", "component": "Card", "variant": "card", "children": ["wo-h", "wo-table"] },
+      { "id": "wo-h", "component": "TextContent", "text": "**13. Open Work Orders**", "size": "small-heavy" },
+      { "id": "wo-table", "component": "Table", "columns": ["wo-id", "wo-desc", "wo-priority", "wo-due"] },
+      { "id": "wo-id", "component": "Col", "label": "WO #", "data": ["WO-1182", "WO-1190", "WO-1194", "WO-1197"], "type": "string" },
+      { "id": "wo-desc", "component": "Col", "label": "Description", "data": ["Clear filler jam — Line 3", "Replace conveyor roller — Line 4", "Calibrate weight sensors — Line 1", "Inspect compressor"], "type": "string" },
+      { "id": "wo-priority", "component": "Col", "label": "Priority", "data": ["Critical", "High", "Medium", "Low"], "type": "string" },
+      { "id": "wo-due", "component": "Col", "label": "Due", "data": ["Today", "Tomorrow", "In 2 days", "Next week"], "type": "string" },
+
+      { "id": "maint-form", "component": "Card", "variant": "card", "children": ["maint-form-h", "maint-form-f"] },
+      { "id": "maint-form-h", "component": "TextContent", "text": "**14. Schedule Maintenance**", "size": "small-heavy" },
+      { "id": "maint-form-f", "component": "Form", "name": "scheduleMaintenance", "fields": ["mf-machine", "mf-date"], "buttons": "mf-buttons" },
+      { "id": "mf-machine", "component": "FormControl", "label": "Machine", "input": "mf-machine-select", "hint": "Select the machine to service" },
+      { "id": "mf-machine-select", "component": "Select", "name": "machine", "placeholder": "Choose machine", "items": ["mf-m1", "mf-m2", "mf-m3", "mf-m4"], "rules": ["required"] },
+      { "id": "mf-m1", "component": "SelectItem", "value": "E-201", "label": "Extruder E-201" },
+      { "id": "mf-m2", "component": "SelectItem", "value": "F-104", "label": "Filler F-104" },
+      { "id": "mf-m3", "component": "SelectItem", "value": "P-307", "label": "Packer P-307" },
+      { "id": "mf-m4", "component": "SelectItem", "value": "C-112", "label": "Compressor C-112" },
+      { "id": "mf-date", "component": "FormControl", "label": "Maintenance date", "input": "mf-date-picker" },
+      { "id": "mf-date-picker", "component": "DatePicker", "name": "maintenanceDate", "mode": "single", "rules": ["required"] },
+      { "id": "mf-buttons", "component": "Buttons", "buttons": ["mf-submit"] },
+      { "id": "mf-submit", "component": "Button", "label": "Schedule Maintenance", "variant": "primary" },
+
+      { "id": "export-row", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["export-label", "export-btn"] },
+      { "id": "export-label", "component": "TextContent", "text": "**17. Shift Report**", "size": "small-heavy" },
+      { "id": "export-btn", "component": "Button", "label": "Export Shift Report (PDF)", "variant": "secondary", "action": [{ "call": "exportShiftReport", "args": { "shift": "B" }, "returnType": "void" }] }
+    ]
+  }
+}
+</a2ui-json>
+
+The console covers all 17 items:
+
+- **1–2, 10, 12** → KPI row: OEE, units vs target, safety incidents + days since last, energy use
+- **3** → Production line table with current/target rates and status
+- **4** → Defect rate trend line chart (past month, weekly)
+- **5** → Downtime donut chart split by cause
+- **6, 8, 11** → Tables for maintenance due, supplier deliveries, and quality-hold batches
+- **7** → Stock levels (steel, resin, packaging) as progress bars
+- **9** → Shift output comparison bar chart
+- **13** → Open work orders with priority column
+- **14** → Maintenance scheduling form (machine select + date picker)
+- **15** → Line focus dropdown
+- **16** → Live andon alert banner (Line 3 jam)
+- **17** → Export shift report button
+
+Want me to adjust the data, add more lines/machines, or restructure the layout?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..215961431
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r3.txt
@@ -0,0 +1,127 @@
+Here's a complete factory floor supervisor console covering all 17 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"factory-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E8590C","agentDisplayName":"Factory Floor Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","andonAlerts","kpiRow","lineFocusCard","linesTable","chartsRow1","chartsRow2","shiftsCard","maintenanceRow","inventoryRow","ordersRow","exportRow"]},
+{"id":"header","component":"CardHeader","title":"Factory Floor Supervisor Console","subtitle":"Live overview — Plant 1 | All production lines | Shift B active"},
+
+{"id":"andonAlerts","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["andonHeader","andon1","andon2"]},
+{"id":"andonHeader","component":"TextContent","text":"**🔴 Live Andon Alerts (16)**","size":"small-heavy"},
+{"id":"andon1","component":"Callout","variant":"error","title":"Line 3 — Filler jam detected","description":"Triggered 4 min ago. Maintenance team paged. Line stopped."},
+{"id":"andon2","component":"Callout","variant":"warning","title":"Line 1 — Quality check overdue","description":"Hourly QC sample not logged. Supervisor notified."},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["oeeCard","unitsCard","safetyCard","energyCard"]},
+{"id":"oeeCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["oeeTitle","oeeGauge","oeeNote"]},
+{"id":"oeeTitle","component":"TextContent","text":"**1. Overall Equipment Effectiveness**","size":"small-heavy"},
+{"id":"oeeGauge","component":"RadialChart","labels":["Availability","Performance","Quality"],"values":[88.2,91.5,97.1]},
+{"id":"oeeNote","component":"TextContent","text":"OEE: **78.1%** (target 85%)","size":"small"},
+{"id":"unitsCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["unitsTitle","unitsProgress","unitsNote"]},
+{"id":"unitsTitle","component":"TextContent","text":"**2. Units Produced vs Target**","size":"small-heavy"},
+{"id":"unitsProgress","component":"Progress","value":82,"label":"9,840 / 12,000 units"},
+{"id":"unitsNote","component":"TextContent","text":"On pace — projected 11,950 by shift end.","size":"small"},
+{"id":"safetyCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["safetyTitle","safetyText"]},
+{"id":"safetyTitle","component":"TextContent","text":"**10. Safety Incidents (YTD)**","size":"small-heavy"},
+{"id":"safetyText","component":"TextContent","text":"**4 incidents** this year (2 recordable)\n\n✅ **47 days** since last incident\n\nBest streak this year: 63 days","size":"default"},
+{"id":"energyCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["energyTitle","energyChart"]},
+{"id":"energyTitle","component":"TextContent","text":"**12. Energy Use Today (kWh)**","size":"small-heavy"},
+{"id":"energyChart","component":"AreaChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00"],"series":["energySeries"]},
+{"id":"energySeries","component":"Series","category":"kWh","values":[420,380,610,740,690,510]},
+
+{"id":"lineFocusCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["lineFocusTitle","lineFocusControl"]},
+{"id":"lineFocusTitle","component":"TextContent","text":"**15. Focus on a Production Line**","size":"small-heavy"},
+{"id":"lineFocusControl","component":"FormControl","label":"Select line to focus","input":"lineSelect","hint":"Filters the dashboard to a single line"},
+{"id":"lineSelect","component":"Select","name":"focusLine","placeholder":"All lines","items":["liAll","li1","li2","li3","li4"]},
+{"id":"liAll","component":"SelectItem","value":"all","label":"All lines"},
+{"id":"li1","component":"SelectItem","value":"L1","label":"Line 1 — Bottling"},
+{"id":"li2","component":"SelectItem","value":"L2","label":"Line 2 — Canning"},
+{"id":"li3","component":"SelectItem","value":"L3","label":"Line 3 — Filling"},
+{"id":"li4","component":"SelectItem","value":"L4","label":"Line 4 — Packaging"},
+
+{"id":"linesTable","component":"Card","variant":"card","direction":"column","gap":"s","children":["linesTitle","linesTableEl"]},
+{"id":"linesTitle","component":"TextContent","text":"**3. Production Lines — Rate & Status**","size":"small-heavy"},
+{"id":"linesTableEl","component":"Table","columns":["colLine","colRate","colTargetRate","colStatus"]},
+{"id":"colLine","component":"Col","label":"Line","data":["Line 1 — Bottling","Line 2 — Canning","Line 3 — Filling","Line 4 — Packaging"],"type":"string"},
+{"id":"colRate","component":"Col","label":"Current Rate (units/hr)","data":[1180,1040,0,960],"type":"number"},
+{"id":"colTargetRate","component":"Col","label":"Target Rate","data":[1200,1100,1150,1000],"type":"number"},
+{"id":"colStatus","component":"Col","label":"Status","data":["🟢 Running","🟢 Running","🔴 Stopped (andon)","🟡 Reduced speed"],"type":"string"},
+
+{"id":"chartsRow1","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["defectCard","downtimeCard"]},
+{"id":"defectCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["defectTitle","defectChart"]},
+{"id":"defectTitle","component":"TextContent","text":"**4. Defect Rate — Past Month (%)**","size":"small-heavy"},
+{"id":"defectChart","component":"LineChart","labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["defectSeries"],"yLabel":"Defect %"},
+{"id":"defectSeries","component":"Series","category":"Defect rate","values":[2.8,2.4,3.1,2.2]},
+{"id":"downtimeCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["downtimeTitle","downtimeChart"]},
+{"id":"downtimeTitle","component":"TextContent","text":"**5. Downtime Split by Cause**","size":"small-heavy"},
+{"id":"downtimeChart","component":"PieChart","labels":["Mechanical","Changeover","Material shortage","Planned maintenance","Quality hold"],"values":[38,22,15,18,7],"variant":"donut"},
+
+{"id":"chartsRow2","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["holdCard","supplierCard"]},
+{"id":"holdCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["holdTitle","holdTable"]},
+{"id":"holdTitle","component":"TextContent","text":"**11. Batches on Quality Hold**","size":"small-heavy"},
+{"id":"holdTable","component":"Table","columns":["colBatch","colHoldLine","colReason"]},
+{"id":"colBatch","component":"Col","label":"Batch","data":["B-2209","B-2214","B-2218"],"type":"string"},
+{"id":"colHoldLine","component":"Col","label":"Line","data":["Line 2","Line 1","Line 4"],"type":"string"},
+{"id":"colReason","component":"Col","label":"Reason","data":["Seal integrity fail","Label misalignment","Weight variance"],"type":"string"},
+{"id":"supplierCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["supplierTitle","supplierTable"]},
+{"id":"supplierTitle","component":"TextContent","text":"**8. Supplier Deliveries Due This Week**","size":"small-heavy"},
+{"id":"supplierTable","component":"Table","columns":["colSup","colMat","colDay"]},
+{"id":"colSup","component":"Col","label":"Supplier","data":["Apex Steel Co.","PolyResin Ltd","PackRight Inc","Apex Steel Co."],"type":"string"},
+{"id":"colMat","component":"Col","label":"Material","data":["Steel coils","Resin pellets","Cartons","Steel sheets"],"type":"string"},
+{"id":"colDay","component":"Col","label":"Due","data":["Tue","Wed","Thu","Fri"],"type":"string"},
+
+{"id":"shiftsCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["shiftsTitle","shiftsChart"]},
+{"id":"shiftsTitle","component":"TextContent","text":"**9. Shift Output Comparison (units)**","size":"small-heavy"},
+{"id":"shiftsChart","component":"BarChart","labels":["Shift A (06–14)","Shift B (14–22)","Shift C (22–06)"],"series":["shiftYesterday","shiftToday"],"yLabel":"Units"},
+{"id":"shiftYesterday","component":"Series","category":"Yesterday","values":[3850,3620,2980]},
+{"id":"shiftToday","component":"Series","category":"Today","values":[4010,3410,2420]},
+
+{"id":"maintenanceRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["maintDueCard","maintSchedCard"]},
+{"id":"maintDueCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["maintDueTitle","maintDueTable"]},
+{"id":"maintDueTitle","component":"TextContent","text":"**6. Machines Due for Maintenance**","size":"small-heavy"},
+{"id":"maintDueTable","component":"Table","columns":["colMach","colDue","colOverdue"]},
+{"id":"colMach","component":"Col","label":"Machine","data":["Filler F-03 (L3)","Conveyor C-11 (L4)","Sealer S-02 (L2)"],"type":"string"},
+{"id":"colDue","component":"Col","label":"Due Date","data":["Today","Tomorrow","In 3 days"],"type":"string"},
+{"id":"colOverdue","component":"Col","label":"Status","data":["⚠️ Overdue by 1 day","Scheduled","Scheduled"],"type":"string"},
+{"id":"maintSchedCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["maintSchedTitle","maintForm"]},
+{"id":"maintSchedTitle","component":"TextContent","text":"**14. Schedule Maintenance**","size":"small-heavy"},
+{"id":"maintForm","component":"Form","name":"scheduleMaintenance","buttons":"maintButtons","fields":["fcMachine","fcDate","fcNotes"]},
+{"id":"fcMachine","component":"FormControl","label":"Machine","input":"machineSelect"},
+{"id":"machineSelect","component":"Select","name":"machine","placeholder":"Choose machine","items":["m1","m2","m3","m4"]},
+{"id":"m1","component":"SelectItem","value":"F-03","label":"Filler F-03 (Line 3)"},
+{"id":"m2","component":"SelectItem","value":"C-11","label":"Conveyor C-11 (Line 4)"},
+{"id":"m3","component":"SelectItem","value":"S-02","label":"Sealer S-02 (Line 2)"},
+{"id":"m4","component":"SelectItem","value":"B-07","label":"Bottler B-07 (Line 1)"},
+{"id":"fcDate","component":"FormControl","label":"Date","input":"maintDate"},
+{"id":"maintDate","component":"DatePicker","name":"maintenanceDate","mode":"single"},
+{"id":"fcNotes","component":"FormControl","label":"Notes","input":"maintNotes"},
+{"id":"maintNotes","component":"TextArea","name":"notes","placeholder":"Describe the maintenance work...","rows":2},
+{"id":"maintButtons","component":"Buttons","buttons":["maintSubmit"]},
+{"id":"maintSubmit","component":"Button","label":"Schedule Maintenance","variant":"primary"},
+
+{"id":"inventoryRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["stockCard","workOrderCard"]},
+{"id":"stockCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["stockTitle","stockChart","stockNote"]},
+{"id":"stockTitle","component":"TextContent","text":"**7. Raw Material Stock**","size":"small-heavy"},
+{"id":"stockChart","component":"HorizontalBarChart","labels":["Steel (t)","Resin (kg)","Packaging (k units)"],"series":["stockSeries","stockMinSeries"]},
+{"id":"stockSeries","component":"Series","category":"Current stock","values":[42,1800,65]},
+{"id":"stockMinSeries","component":"Series","category":"Minimum level","values":[20,900,40]},
+{"id":"stockNote","component":"TextContent","text":"All materials above minimum levels. Resin reorder suggested by Friday.","size":"small"},
+{"id":"workOrderCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["woTitle","woTable"]},
+{"id":"woTitle","component":"TextContent","text":"**13. Open Work Orders**","size":"small-heavy"},
+{"id":"woTable","component":"Table","columns":["colWo","colWoLine","colPriority"]},
+{"id":"colWo","component":"Col","label":"Work Order","data":["WO-1042","WO-1045","WO-1048","WO-1051"],"type":"string"},
+{"id":"colWoLine","component":"Col","label":"Line / Qty","data":["L1 / 3,000","L3 / 2,500","L2 / 4,000","L4 / 1,800"],"type":"string"},
+{"id":"colPriority","component":"Col","label":"Priority","data":["🔴 High","🔴 High","🟡 Medium","🟢 Low"],"type":"string"},
+
+{"id":"ordersRow","component":"Card","variant":"card","direction":"column","gap":"s","children":["exportTitle","exportNote"]},
+{"id":"exportTitle","component":"TextContent","text":"**17. Shift Report**","size":"small-heavy"},
+{"id":"exportNote","component":"TextContent","text":"Generate the end-of-shift report with OEE, output, downtime and safety summary.","size":"small"},
+{"id":"exportRow","component":"Buttons","buttons":["exportBtn","exportCsvBtn"]},
+{"id":"exportBtn","component":"Button","label":"📄 Export Shift Report (PDF)","variant":"primary"},
+{"id":"exportCsvBtn","component":"Button","label":"Export as CSV","variant":"secondary"}
+]}}
+</a2ui-json>
+
+All 17 items are covered: OEE gauge (1), units vs target progress (2), line rate/status table (3), defect trend (4), downtime donut (5), maintenance due list (6), material stock bars (7), supplier deliveries (8), shift comparison (9), safety stats (10), quality hold batches (11), energy area chart (12), work orders with priority (13), maintenance scheduling form (14), line focus selector (15), live andon callouts (16), and export buttons (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..70cbd53b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-plant__r4.txt
@@ -0,0 +1,133 @@
+Here's a complete factory floor supervisor console covering all 17 requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"factory-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E8590C","agentDisplayName":"Factory Floor Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["hdr","andon","kpis","row1","row2","row3","row4","row5","row6","row7","exportBar"]},
+{"id":"hdr","component":"CardHeader","title":"Factory Floor Supervisor Console","subtitle":"Plant 1 — Live overview · Shift B · Tue 14:32"},
+
+{"id":"andon","component":"Card","variant":"card","direction":"column","gap":"s","children":["andonHdr","andon1","andon2","andon3"]},
+{"id":"andonHdr","component":"CardHeader","title":"🔴 Live Andon Alerts","subtitle":"3 active"},
+{"id":"andon1","component":"Alert","variant":"destructive","title":"Line 3 — Conveyor jam","description":"Triggered 14:18 · Maintenance dispatched · Est. clear 15 min"},
+{"id":"andon2","component":"Alert","variant":"warning","title":"Line 1 — Torque tool fault (Station 4)","description":"Triggered 14:05 · Operator assist requested"},
+{"id":"andon3","component":"Alert","variant":"info","title":"Line 2 — Material low: resin hopper","description":"Triggered 13:52 · Forklift en route"},
+
+{"id":"kpis","component":"Card","variant":"card","direction":"row","gap":"m","children":["kpiOee","kpiUnits","kpiSafety","kpiEnergy"]},
+{"id":"kpiOee","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiOeeT","kpiOeeP"]},
+{"id":"kpiOeeT","component":"TextContent","text":"**OEE — 78.4%**\nAvailability 91% · Performance 88% · Quality 97.8%","size":"small"},
+{"id":"kpiOeeP","component":"Progress","value":78,"label":"Overall Equipment Effectiveness"},
+{"id":"kpiUnits","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiUnitsT","kpiUnitsP"]},
+{"id":"kpiUnitsT","component":"TextContent","text":"**Units Today — 6,420 / 8,000**\n80% of target · on pace","size":"small"},
+{"id":"kpiUnitsP","component":"Progress","value":80,"label":"Units produced vs target"},
+{"id":"kpiSafety","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiSafetyT","kpiSafetyTag"]},
+{"id":"kpiSafetyT","component":"TextContent","text":"**Safety — 4 incidents YTD**\n112 days since last incident","size":"small"},
+{"id":"kpiSafetyTag","component":"Tag","text":"Days since last: 112","variant":"success","icon":"shield"},
+{"id":"kpiEnergy","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpiEnergyT","kpiEnergyP"]},
+{"id":"kpiEnergyT","component":"TextContent","text":"**Energy Today — 4,180 kWh**\nvs 4,500 kWh avg · −7%","size":"small"},
+{"id":"kpiEnergyP","component":"Progress","value":62,"label":"Energy use vs daily budget"},
+
+{"id":"row1","component":"Card","variant":"card","direction":"row","gap":"m","children":["linesCard","shiftCard"]},
+{"id":"linesCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":2,"children":["linesHdr","linesTable","focusHdr","focusSelect"]},
+{"id":"linesHdr","component":"CardHeader","title":"Production Lines — Rate & Status"},
+{"id":"linesTable","component":"Table","columns":["lc1","lc2","lc3","lc4"]},
+{"id":"lc1","component":"Col","label":"Line","data":["Line 1","Line 2","Line 3","Line 4"]},
+{"id":"lc2","component":"Col","label":"Rate (units/hr)","data":[420,385,0,410],"type":"number"},
+{"id":"lc3","component":"Col","label":"Target/hr","data":[450,400,430,450],"type":"number"},
+{"id":"lc4","component":"Col","label":"Status","data":["Running","Running","Andon Stop","Running"]},
+{"id":"focusHdr","component":"TextContent","text":"**Focus on one line:**","size":"small-heavy"},
+{"id":"focusSelect","component":"Select","name":"focusLine","placeholder":"Select a line to focus…","items":["fs1","fs2","fs3","fs4"]},
+{"id":"fs1","component":"SelectItem","value":"line1","label":"Line 1"},
+{"id":"fs2","component":"SelectItem","value":"line2","label":"Line 2"},
+{"id":"fs3","component":"SelectItem","value":"line3","label":"Line 3"},
+{"id":"fs4","component":"SelectItem","value":"line4","label":"Line 4"},
+{"id":"shiftCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["shiftHdr","shiftChart","shiftS1","shiftS2","shiftS3"]},
+{"id":"shiftHdr","component":"CardHeader","title":"Shift Output Comparison"},
+{"id":"shiftChart","component":"BarChart","labels":["Shift A","Shift B","Shift C"],"series":["shiftS1"],"variant":"grouped","yLabel":"Units"},
+{"id":"shiftS1","component":"Series","category":"Units produced","values":[2150,1980,1875]},
+{"id":"shiftS2","component":"TextContent","text":"","size":"small"},
+{"id":"shiftS3","component":"TextContent","text":"","size":"small"},
+
+{"id":"row2","component":"Card","variant":"card","direction":"row","gap":"m","children":["defectCard","downtimeCard"]},
+{"id":"defectCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["defectHdr","defectChart","defectS"]},
+{"id":"defectHdr","component":"CardHeader","title":"Defect Rate — Past 30 Days","subtitle":"Average 2.2% · target ≤ 2.5%"},
+{"id":"defectChart","component":"LineChart","labels":["Wk -4","Wk -3","Wk -2","Wk -1","This wk"],"series":["defectS"],"variant":"natural","yLabel":"Defect %"},
+{"id":"defectS","component":"Series","category":"Defect rate %","values":[2.8,2.5,2.3,2.1,2.2]},
+{"id":"downtimeCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["downtimeHdr","downtimeChart"]},
+{"id":"downtimeHdr","component":"CardHeader","title":"Downtime Split by Cause","subtitle":"This week · 14.5 hrs total"},
+{"id":"downtimeChart","component":"PieChart","labels":["Mechanical","Changeover","Material shortage","Planned maint.","Other"],"values":[5.2,3.8,2.6,2.1,0.8],"variant":"donut"},
+
+{"id":"row3","component":"Card","variant":"card","direction":"row","gap":"m","children":["maintCard","schedCard"]},
+{"id":"maintCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["maintHdr","maintTable"]},
+{"id":"maintHdr","component":"CardHeader","title":"Machines Due for Maintenance"},
+{"id":"maintTable","component":"Table","columns":["mc1","mc2","mc3"]},
+{"id":"mc1","component":"Col","label":"Machine","data":["Press P-12","CNC C-07","Robot R-03","Conveyor CV-2"]},
+{"id":"mc2","component":"Col","label":"Due","data":["Tomorrow","In 3 days","In 5 days","Overdue 2d"]},
+{"id":"mc3","component":"Col","label":"Type","data":["Preventive","Calibration","Inspection","Repair"]},
+{"id":"schedCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["schedHdr","schedForm","schedFc1","schedFc2","schedBtns","schedBtn"]},
+{"id":"schedHdr","component":"CardHeader","title":"Schedule Maintenance"},
+{"id":"schedForm","component":"Form","name":"scheduleMaintenance","fields":["schedFc1","schedFc2"],"buttons":"schedBtns"},
+{"id":"schedFc1","component":"FormControl","label":"Machine","input":"schedMachine"},
+{"id":"schedMachine","component":"Select","name":"machine","placeholder":"Select machine…","items":["sm1","sm2","sm3","sm4"]},
+{"id":"sm1","component":"SelectItem","value":"p12","label":"Press P-12"},
+{"id":"sm2","component":"SelectItem","value":"c07","label":"CNC C-07"},
+{"id":"sm3","component":"SelectItem","value":"r03","label":"Robot R-03"},
+{"id":"sm4","component":"SelectItem","value":"cv2","label":"Conveyor CV-2"},
+{"id":"schedFc2","component":"FormControl","label":"Date","input":"schedDate"},
+{"id":"schedDate","component":"DatePicker","name":"maintenanceDate","mode":"single"},
+{"id":"schedBtns","component":"Buttons","buttons":["schedBtn"]},
+{"id":"schedBtn","component":"Button","label":"Schedule","variant":"primary"},
+
+{"id":"row4","component":"Card","variant":"card","direction":"row","gap":"m","children":["stockCard","supplierCard"]},
+{"id":"stockCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["stockHdr","stockSteel","stockResin","stockPack"]},
+{"id":"stockHdr","component":"CardHeader","title":"Raw Material Stock"},
+{"id":"stockSteel","component":"Progress","value":72,"label":"Steel — 36 t / 50 t"},
+{"id":"stockResin","component":"Progress","value":28,"label":"Resin — 5.6 t / 20 t (reorder)"},
+{"id":"stockPack","component":"Progress","value":85,"label":"Packaging — 17k / 20k units"},
+{"id":"supplierCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["supplierHdr","supplierTable"]},
+{"id":"supplierHdr","component":"CardHeader","title":"Supplier Deliveries Due This Week"},
+{"id":"supplierTable","component":"Table","columns":["sc1","sc2","sc3","sc4"]},
+{"id":"sc1","component":"Col","label":"Supplier","data":["Apex Steel","PolyChem","PackRight","Apex Steel"]},
+{"id":"sc2","component":"Col","label":"Material","data":["Steel coils","Resin pellets","Cartons","Steel sheets"]},
+{"id":"sc3","component":"Col","label":"Due","data":["Wed","Thu","Thu","Fri"]},
+{"id":"sc4","component":"Col","label":"Status","data":["Confirmed","In transit","Confirmed","Pending"]},
+
+{"id":"row5","component":"Card","variant":"card","direction":"row","gap":"m","children":["qhCard","woCard"]},
+{"id":"qhCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["qhHdr","qhTable"]},
+{"id":"qhHdr","component":"CardHeader","title":"Batches on Quality Hold","subtitle":"3 batches · 1,240 units"},
+{"id":"qhTable","component":"Table","columns":["qc1","qc2","qc3"]},
+{"id":"qc1","component":"Col","label":"Batch","data":["B-2291","B-2288","B-2284"]},
+{"id":"qc2","component":"Col","label":"Reason","data":["Dimensional drift","Surface defect","Label mismatch"]},
+{"id":"qc3","component":"Col","label":"Held since","data":["Today 09:10","Yesterday","Mon 16:40"]},
+{"id":"woCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["woHdr","woTable"]},
+{"id":"woHdr","component":"CardHeader","title":"Open Work Orders"},
+{"id":"woTable","component":"Table","columns":["wc1","wc2","wc3","wc4"]},
+{"id":"wc1","component":"Col","label":"WO #","data":["WO-1042","WO-1043","WO-1044","WO-1045"]},
+{"id":"wc2","component":"Col","label":"Product","data":["Bracket X2","Housing H9","Bracket X2","Panel P4"]},
+{"id":"wc3","component":"Col","label":"Qty remaining","data":[1200,800,2400,500],"type":"number"},
+{"id":"wc4","component":"Col","label":"Priority","data":["High","Medium","Low","Critical"]},
+
+{"id":"row6","component":"Card","variant":"card","direction":"row","gap":"m","children":["energyCard","oeeCard"]},
+{"id":"energyCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["energyHdr","energyChart","energyS"]},
+{"id":"energyHdr","component":"CardHeader","title":"Energy Use Today (kWh by hour)"},
+{"id":"energyChart","component":"AreaChart","labels":["6","8","10","12","14"],"series":["energyS"],"variant":"natural","yLabel":"kWh"},
+{"id":"energyS","component":"Series","category":"kWh","values":[480,720,810,690,760]},
+{"id":"oeeCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["oeeHdr","oeeChart"]},
+{"id":"oeeHdr","component":"CardHeader","title":"OEE Breakdown"},
+{"id":"oeeChart","component":"RadialChart","labels":["Availability","Performance","Quality"],"values":[91,88,97.8]},
+
+{"id":"row7","component":"Card","variant":"card","direction":"column","gap":"s","children":["notesHdr","notesText"]},
+{"id":"notesHdr","component":"CardHeader","title":"Supervisor Notes"},
+{"id":"notesText","component":"TextContent","text":"- Resin stock below reorder point — expedite PolyChem delivery (Thu).\n- Line 3 andon stop is the 2nd conveyor jam this week; review at 15:00 stand-up.\n- WO-1045 (Panel P4) is critical priority — confirm Line 4 stays on it after changeover.","size":"small"},
+
+{"id":"exportBar","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","children":["exportText","exportBtns","exportBtn1","exportBtn2"]},
+{"id":"exportText","component":"TextContent","text":"**Shift Report** — includes OEE, output, downtime, quality and safety summary for Shift B.","size":"small"},
+{"id":"exportBtns","component":"Buttons","buttons":["exportBtn1","exportBtn2"]},
+{"id":"exportBtn1","component":"Button","label":"Export Shift Report (PDF)","variant":"primary"},
+{"id":"exportBtn2","component":"Button","label":"Export CSV","variant":"secondary"}
+]}}
+</a2ui-json>
+
+All 17 items are covered: OEE (KPI + radial chart), units vs target, line rates/status, defect trend, downtime pie, maintenance due list, material stock bars, supplier deliveries, shift comparison, safety stats, quality holds, energy chart, work orders with priority, maintenance scheduling form, line focus selector, live andon alerts, and shift report export buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..d58436f3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,148 @@
+Here's a complete operations dashboard covering all 16 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps Center"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"ops-room","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"m","children":["header","rowLive","rowRegionTools","rowWatchTime","rowGrowth","rowPerf","rowCatalog","rowEngagement","rowBusiness","rowFlags","rowPromote"]},
+    {"id":"header","component":"CardHeader","title":"StreamOps — Operations Room","subtitle":"Live platform overview · All regions · Updated just now"},
+
+    {"id":"rowLive","component":"Card","direction":"row","gap":"m","children":["liveViewers","bufferCard"]},
+    {"id":"liveViewers","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["liveNum","liveSub","liveProgress"]},
+    {"id":"liveNum","component":"TextContent","text":"# 2,847,312 watching right now","size":"large-heavy"},
+    {"id":"liveSub","component":"TextContent","text":"▲ 6.2% vs same time yesterday · Peak today: 3.1M","size":"small"},
+    {"id":"liveProgress","component":"Progress","value":92,"label":"Capacity headroom"},
+    {"id":"bufferCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["bufNum","bufTrend"]},
+    {"id":"bufNum","component":"TextContent","text":"# Buffering rate: 0.42%","size":"large-heavy"},
+    {"id":"bufTrend","component":"LineChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["bufSeries"]},
+    {"id":"bufSeries","component":"Series","category":"Buffering %","values":[0.31,0.28,0.35,0.44,0.51,0.47,0.42]},
+
+    {"id":"rowRegionTools","component":"Card","direction":"row","gap":"m","children":["regionForm","healthTable"]},
+    {"id":"regionForm","component":"Form","name":"regionFocus","weight":1,"buttons":"regionButtons","fields":["regionField"]},
+    {"id":"regionField","component":"FormControl","label":"Focus on a region","input":"regionSelect","hint":"Filters all widgets on this screen"},
+    {"id":"regionSelect","component":"Select","name":"region","placeholder":"All regions","items":["ri1","ri2","ri3","ri4","ri5"]},
+    {"id":"ri1","component":"SelectItem","value":"na","label":"North America"},
+    {"id":"ri2","component":"SelectItem","value":"eu","label":"Europe"},
+    {"id":"ri3","component":"SelectItem","value":"latam","label":"Latin America"},
+    {"id":"ri4","component":"SelectItem","value":"apac","label":"Asia-Pacific"},
+    {"id":"ri5","component":"SelectItem","value":"mea","label":"Middle East & Africa"},
+    {"id":"regionButtons","component":"Buttons","buttons":["applyRegion"]},
+    {"id":"applyRegion","component":"Button","label":"Apply Region Filter","variant":"primary"},
+    {"id":"healthTable","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":2,"children":["healthTitle","healthTbl"]},
+    {"id":"healthTitle","component":"TextContent","text":"**Delivery health by region** (CDN uptime % / avg rebuffer)","size":"small-heavy"},
+    {"id":"healthTbl","component":"Table","columns":["hc1","hc2","hc3"]},
+    {"id":"hc1","component":"Col","label":"Region","data":["North America","Europe","Latin America","Asia-Pacific","MEA"]},
+    {"id":"hc2","component":"Col","label":"Uptime %","data":[99.99,99.97,99.91,99.95,99.82],"type":"number"},
+    {"id":"hc3","component":"Col","label":"Rebuffer %","data":[0.31,0.38,0.72,0.55,0.94],"type":"number"},
+
+    {"id":"rowWatchTime","component":"Card","direction":"row","gap":"m","children":["topTitles","watchTime"]},
+    {"id":"topTitles","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["ttTitle","ttTable"]},
+    {"id":"ttTitle","component":"TextContent","text":"**Most-watched titles (hours, 7d)**","size":"small-heavy"},
+    {"id":"ttTable","component":"Table","columns":["tc1","tc2"]},
+    {"id":"tc1","component":"Col","label":"Title","data":["Crimson Harbor","The Long Night","Grit City","Starfield Nine","Chef's Table: Seoul"]},
+    {"id":"tc2","component":"Col","label":"Hours (M)","data":[42.1,38.7,29.4,24.8,19.2],"type":"number"},
+    {"id":"watchTime","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":2,"children":["wtTitle","wtChart"]},
+    {"id":"wtTitle","component":"TextContent","text":"**Watch time — past month (hours/day, M)**","size":"small-heavy"},
+    {"id":"wtChart","component":"AreaChart","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["wtSeries"],"xLabel":"Week","yLabel":"Hours (M)"},
+    {"id":"wtSeries","component":"Series","category":"Watch hours","values":[88,94,101,97]},
+
+    {"id":"rowGrowth","component":"Card","direction":"row","gap":"m","children":["subsChart","genreChart"]},
+    {"id":"subsChart","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["subTitle","subChart"]},
+    {"id":"subTitle","component":"TextContent","text":"**New subscribers vs cancellations (this month)**","size":"small-heavy"},
+    {"id":"subChart","component":"BarChart","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["sNew","sCancel"],"variant":"grouped","yLabel":"Thousands"},
+    {"id":"sNew","component":"Series","category":"New subs","values":[182,205,231,198]},
+    {"id":"sCancel","component":"Series","category":"Cancellations","values":[97,104,99,112]},
+    {"id":"genreChart","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["gTitle","gChart"]},
+    {"id":"gTitle","component":"TextContent","text":"**Performance by genre (hours watched, M)**","size":"small-heavy"},
+    {"id":"gChart","component":"HorizontalBarChart","labels":["Drama","Comedy","Docs","Sci-Fi","Kids","Reality"],"series":["gSeries"]},
+    {"id":"gSeries","component":"Series","category":"Hours","values":[96,64,52,48,41,33]},
+
+    {"id":"rowPerf","component":"Card","direction":"row","gap":"m","children":["recoCard","searchCard"]},
+    {"id":"recoCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["recoTitle","recoNum","recoChart"]},
+    {"id":"recoTitle","component":"TextContent","text":"**Recommendation click-through**","size":"small-heavy"},
+    {"id":"recoNum","component":"TextContent","text":"CTR 23.4% · Home-row CTR 31.1%","size":"large"},
+    {"id":"recoChart","component":"LineChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["recoSeries"]},
+    {"id":"recoSeries","component":"Series","category":"CTR %","values":[21.2,22.5,23.1,23.4,24.8,26.3,25.7]},
+    {"id":"searchCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["searchTitle","searchNum","searchTable"]},
+    {"id":"searchTitle","component":"TextContent","text":"**Searches ending without playback**","size":"small-heavy"},
+    {"id":"searchNum","component":"TextContent","text":"11.8% of searches (target < 9%)","size":"large"},
+    {"id":"searchTable","component":"Table","columns":["sc1","sc2"]},
+    {"id":"sc1","component":"Col","label":"Query","data":["dune part 3","the office","saturday night live","nfl highlights"]},
+    {"id":"sc2","component":"Col","label":"No-play %","data":[41,33,29,27],"type":"number"},
+
+    {"id":"rowCatalog","component":"Card","direction":"row","gap":"m","children":["releases","licenses"]},
+    {"id":"releases","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["relTitle","relList"]},
+    {"id":"relTitle","component":"TextContent","text":"**Releases coming this month**","size":"small-heavy"},
+    {"id":"relList","component":"ListBlock","variant":"number","items":["rli1","rli2","rli3","rli4"]},
+    {"id":"rli1","component":"ListItem","title":"Crimson Harbor S2","subtitle":"Jun 7 · Drama · 8 episodes"},
+    {"id":"rli2","component":"ListItem","title":"Signal Lost","subtitle":"Jun 12 · Sci-Fi film"},
+    {"id":"rli3","component":"ListItem","title":"Laugh Track Live","subtitle":"Jun 18 · Comedy special"},
+    {"id":"rli4","component":"ListItem","title":"Deep Blue Frontier","subtitle":"Jun 25 · Docuseries"},
+    {"id":"licenses","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["licTitle","licCallout","licList"]},
+    {"id":"licTitle","component":"TextContent","text":"**Licenses expiring soon**","size":"small-heavy"},
+    {"id":"licCallout","component":"Callout","variant":"warning","title":"3 titles expire within 14 days","description":"Renewal decisions needed this week."},
+    {"id":"licList","component":"ListBlock","variant":"number","items":["li1","li2","li3"]},
+    {"id":"li1","component":"ListItem","title":"Galaxy Runners","subtitle":"Expires Jun 9 · 1.2M hrs/mo"},
+    {"id":"li2","component":"ListItem","title":"Old Town Mystery","subtitle":"Expires Jun 14 · 0.8M hrs/mo"},
+    {"id":"li3","component":"ListItem","title":"Kitchen Rivals","subtitle":"Expires Jun 21 · 2.1M hrs/mo"},
+
+    {"id":"rowEngagement","component":"Card","direction":"row","gap":"m","children":["revChart","devChart"]},
+    {"id":"revChart","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["revTitle","revPie"]},
+    {"id":"revTitle","component":"TextContent","text":"**Revenue split by plan**","size":"small-heavy"},
+    {"id":"revPie","component":"PieChart","labels":["Premium 4K","Standard","Basic w/ Ads","Mobile-only"],"values":[46,31,15,8],"variant":"donut"},
+    {"id":"devChart","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["devTitle","devPie"]},
+    {"id":"devTitle","component":"TextContent","text":"**Viewing split by device**","size":"small-heavy"},
+    {"id":"devPie","component":"PieChart","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[48,26,14,7,5],"variant":"donut"},
+
+    {"id":"rowBusiness","component":"Card","direction":"column","gap":"xs","children":["bizNote"]},
+    {"id":"bizNote","component":"TextCallout","variant":"info","title":"Revenue & device share stable","description":"Plan mix shifted +1.2% toward Premium after the 4K sports launch; console share flat."},
+
+    {"id":"rowFlags","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["flagTitle","flagGroup"]},
+    {"id":"flagTitle","component":"TextContent","text":"**Feature flags**","size":"small-heavy"},
+    {"id":"flagGroup","component":"SwitchGroup","name":"featureFlags","items":["ff1","ff2","ff3","ff4","ff5"]},
+    {"id":"ff1","component":"SwitchItem","name":"newRecEngine","label":"New recommendation engine","description":"ML v4 ranking on home rows","defaultChecked":true},
+    {"id":"ff2","component":"SwitchItem","name":"av1Codec","label":"AV1 codec rollout","description":"4K streams on supported devices","defaultChecked":true},
+    {"id":"ff3","component":"SwitchItem","name":"downloadsV2","label":"Offline downloads v2","description":"Background smart downloads","defaultChecked":false},
+    {"id":"ff4","component":"SwitchItem","name":"kidsProfilesAI","label":"AI kids profile curation","description":"Beta — 10% of accounts","defaultChecked":false},
+    {"id":"ff5","component":"SwitchItem","name":"liveSportsHDR","label":"Live sports HDR","description":"HDR for live events","defaultChecked":true},
+
+    {"id":"rowPromote","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["promoTitle","promoForm"]},
+    {"id":"promoTitle","component":"TextContent","text":"**Promote a title on the home screen**","size":"small-heavy"},
+    {"id":"promoForm","component":"Form","name":"promoteTitle","buttons":"promoButtons","fields":["pf1","pf2","pf3"]},
+    {"id":"pf1","component":"FormControl","label":"Title","input":"promoSelect"},
+    {"id":"promoSelect","component":"Select","name":"title","placeholder":"Choose a title","items":["ps1","ps2","ps3","ps4"]},
+    {"id":"ps1","component":"SelectItem","value":"crimson-s2","label":"Crimson Harbor S2"},
+    {"id":"ps2","component":"SelectItem","value":"signal-lost","label":"Signal Lost"},
+    {"id":"ps3","component":"SelectItem","value":"laugh-track","label":"Laugh Track Live"},
+    {"id":"ps4","component":"SelectItem","value":"deep-blue","label":"Deep Blue Frontier"},
+    {"id":"pf2","component":"FormControl","label":"Home row slot","input":"slotSelect"},
+    {"id":"slotSelect","component":"Select","name":"slot","placeholder":"Choose slot","items":["sl1","sl2","sl3"]},
+    {"id":"sl1","component":"SelectItem","value":"hero","label":"Hero banner"},
+    {"id":"sl2","component":"SelectItem","value":"row1","label":"Row 1 — Trending"},
+    {"id":"sl3","component":"SelectItem","value":"row2","label":"Row 2 — New Releases"},
+    {"id":"pf3","component":"FormControl","label":"Campaign dates","input":"promoDates"},
+    {"id":"promoDates","component":"DatePicker","name":"dates","mode":"range"},
+    {"id":"promoButtons","component":"Buttons","buttons":["promoApply"]},
+    {"id":"promoApply","component":"Button","label":"Schedule Promotion","variant":"primary"}
+  ]}}
+]
+</a2ui-json>
+
+This single screen covers all 16 items:
+
+1. **Live viewers** — headline count with trend and capacity bar
+2. **Most-watched titles** — table with hours per title
+3. **Watch time (month)** — weekly area chart
+4. **Subs vs cancellations** — grouped bar chart
+5. **Genre performance** — horizontal bar chart
+6. **Buffering rate** — current % with intraday trend line
+7. **Delivery health by region** — uptime/rebuffer table
+8. **Upcoming releases** — numbered list with dates
+9. **Expiring licenses** — warning callout + list
+10. **Recommendation CTR** — stat + weekly trend
+11. **Zero-playback searches** — rate + top failing queries
+12. **Revenue by plan** — donut chart
+13. **Viewing by device** — donut chart
+14. **Region focus** — select filter form applied screen-wide
+15. **Feature flags** — switch group showing on/off state each
+16. **Promote a title** — form with title, slot, and date range picker
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..4954c5919
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,114 @@
+Here's a streaming operations command center covering all 16 requirements.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-room","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","rowKpi1","rowKpi2","sep1","rowCharts1","rowCharts2","rowCharts3","sep2","rowOps1","rowOps2","sep3","regionFocus","promoteTitle","flags"]},
+
+{"id":"hdr","component":"CardHeader","title":"StreamOps — Operations Room","subtitle":"Live service health, content, and growth overview"},
+
+{"id":"rowKpi1","component":"Card","direction":"row","gap":"m","variant":"sunk","children":["kpiViewers","kpiBuffer","kpiRecCTR","kpiDeadSearch"]},
+{"id":"kpiViewers","component":"Callout","variant":"info","title":"Watching right now","description":"2,418,337 concurrent viewers (peak 3.1M)"},
+{"id":"kpiBuffer","component":"Callout","variant":"warning","title":"Buffering rate","description":"0.84% of playtime rebuffered (SLO: <1%)"},
+{"id":"kpiRecCTR","component":"Callout","variant":"success","title":"Recommendation CTR","description":"12.6% of home recommendations clicked"},
+{"id":"kpiDeadSearch","component":"Callout","variant":"error","title":"Searches without playback","description":"18.2% of searches end with no play started"},
+
+{"id":"rowKpi2","component":"Card","direction":"row","gap":"m","variant":"clear","children":["subCancelChart","bufferLine"]},
+{"id":"subCancelChart","component":"BarChart","variant":"grouped","labels":["W1","W2","W3","W4"],"series":["sNew","sCancel"],"xLabel":"Week (this month)","yLabel":"Subscribers (k)","weight":1},
+{"id":"sNew","component":"Series","category":"New subscribers","values":[48,52,61,58]},
+{"id":"sCancel","component":"Series","category":"Cancellations","values":[22,19,25,21]},
+{"id":"bufferLine","component":"LineChart","variant":"natural","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["sBuf"],"xLabel":"Day","yLabel":"Rebuffer %","weight":1},
+{"id":"sBuf","component":"Series","category":"Buffering rate","values":[0.72,0.81,0.78,0.9,1.05,0.98,0.84]},
+
+{"id":"sep1","component":"Separator","orientation":"horizontal"},
+
+{"id":"rowCharts1","component":"Card","direction":"row","gap":"m","children":["topTitles","watchTime"]},
+{"id":"topTitles","component":"HorizontalBarChart","labels":["Midnight Harbor","Echo Falls","The Long Game","Sundown City","Paper Wolves"],"series":["sHours"],"yLabel":"Hours watched (M)","weight":1},
+{"id":"sHours","component":"Series","category":"Hours watched","values":[42,36,29,24,19]},
+{"id":"watchTime","component":"AreaChart","variant":"natural","labels":["Oct 1","Oct 5","Oct 10","Oct 15","Oct 20","Oct 25","Oct 30"],"series":["sWatch"],"xLabel":"Date","yLabel":"Hours watched (M)","weight":1},
+{"id":"sWatch","component":"Series","category":"Daily watch time","values":[61,58,66,72,69,78,81]},
+
+{"id":"rowCharts2","component":"Card","direction":"row","gap":"m","children":["genreRadar","revenuePie","devicePie"]},
+{"id":"genreRadar","component":"RadarChart","labels":["Engagement","Retention","Hours","Completion","New-viewer pull"],"series":["gDrama","gComedy","gDocs"],"weight":1},
+{"id":"gDrama","component":"Series","category":"Drama","values":[85,78,92,70,66]},
+{"id":"gComedy","component":"Series","category":"Comedy","values":[72,81,64,84,58]},
+{"id":"gDocs","component":"Series","category":"Documentary","values":[60,55,71,62,74]},
+{"id":"revenuePie","component":"PieChart","variant":"donut","labels":["Premium 4K","Standard","Basic w/ Ads"],"values":[54,32,14],"weight":1},
+{"id":"devicePie","component":"PieChart","variant":"pie","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,27,15,7,5],"weight":1},
+
+{"id":"rowCharts3","component":"Card","direction":"row","gap":"m","children":["regionHealth","recTable"]},
+{"id":"regionHealth","component":"Table","columns":["cRegion","cBitrate","cError","cStatus"],"weight":1},
+{"id":"cRegion","component":"Col","label":"Region","data":["NA-East","NA-West","EU-Central","APAC","LATAM"]},
+{"id":"cBitrate","component":"Col","label":"Avg bitrate (Mbps)","type":"number","data":[14.2,13.8,15.1,11.9,10.4]},
+{"id":"cError","component":"Col","label":"Error rate %","type":"number","data":[0.3,0.4,0.2,0.9,1.2]},
+{"id":"cStatus","component":"Col","label":"Health","data":["Healthy","Healthy","Healthy","Degraded","Degraded"]},
+{"id":"recTable","component":"Table","columns":["cRec","cCTR"],"weight":1},
+{"id":"cRec","component":"Col","label":"Recommendation slot","data":["Hero banner","Because you watched","Trending row","Genre rails","Continue watching"]},
+{"id":"cCTR","component":"Col","label":"Click-through %","type":"number","data":[21.4,14.8,11.2,8.6,18.9]},
+
+{"id":"sep2","component":"Separator","orientation":"horizontal"},
+
+{"id":"rowOps1","component":"Card","direction":"row","gap":"m","children":["releases","expiring"]},
+{"id":"releases","component":"ListBlock","variant":"number","items":["rel1","rel2","rel3","rel4"],"weight":1},
+{"id":"rel1","component":"ListItem","title":"Neon Dynasty S2","subtitle":"Nov 4 — Original series"},
+{"id":"rel2","component":"ListItem","title":"Coastline","subtitle":"Nov 9 — Film premiere"},
+{"id":"rel3","component":"ListItem","title":"Static: A True Story","subtitle":"Nov 15 — Documentary"},
+{"id":"rel4","component":"ListItem","title":"Orbit Nine","subtitle":"Nov 22 — Sci-fi series"},
+{"id":"expiring","component":"Table","columns":["cLic","cExp"],"weight":1},
+{"id":"cLic","component":"Col","label":"Licensed title","data":["Harbor Nights","The Cartographer","Blue Static","Old Money"]},
+{"id":"cExp","component":"Col","label":"License expires","data":["Nov 12","Nov 18","Nov 25","Dec 2"]},
+
+{"id":"rowOps2","component":"Card","direction":"row","gap":"m","children":["deadSearches","flagsPreview"]},
+{"id":"deadSearches","component":"Table","columns":["cQuery","cCount"],"weight":1},
+{"id":"cQuery","component":"Col","label":"Zero-play search term","data":["\"space western\"","\"90s sitcom\"","\"k-drama romance\"","\"nature 4k\""]},
+{"id":"cCount","component":"Col","label":"No-playback searches/day","type":"number","data":[4120,3350,2980,2140]},
+{"id":"flagsPreview","component":"TagBlock","tags":["Flags: 8 on / 4 off"],"weight":1},
+
+{"id":"sep3","component":"Separator","orientation":"horizontal"},
+
+{"id":"regionFocus","component":"Card","variant":"card","children":["rfHead","rfForm"]},
+{"id":"rfHead","component":"CardHeader","title":"Focus on a region","subtitle":"Filter the dashboard by delivery region"},
+{"id":"rfForm","component":"Form","name":"regionFocus","fields":["rfControl"],"buttons":"rfButtons"},
+{"id":"rfControl","component":"FormControl","label":"Region","input":"rfSelect","hint":"All KPIs above will re-scope"},
+{"id":"rfSelect","component":"Select","name":"region","items":["rfAll","rfNaE","rfNaW","rfEu","rfApac","rfLatam"],"placeholder":"Select region"},
+{"id":"rfAll","component":"SelectItem","value":"all","label":"Global (all regions)"},
+{"id":"rfNaE","component":"SelectItem","value":"na-east","label":"NA-East"},
+{"id":"rfNaW","component":"SelectItem","value":"na-west","label":"NA-West"},
+{"id":"rfEu","component":"SelectItem","value":"eu-central","label":"EU-Central"},
+{"id":"rfApac","component":"SelectItem","value":"apac","label":"APAC"},
+{"id":"rfLatam","component":"SelectItem","value":"latam","label":"LATAM"},
+{"id":"rfButtons","component":"Buttons","buttons":["rfApply"]},
+{"id":"rfApply","component":"Button","label":"Apply region filter","variant":"primary","size":"medium"},
+
+{"id":"promoteTitle","component":"Card","variant":"card","children":["ptHead","ptForm"]},
+{"id":"ptHead","component":"CardHeader","title":"Promote a title on the home screen","subtitle":"Pin a title to the hero banner"},
+{"id":"ptForm","component":"Form","name":"promoteTitle","fields":["ptTitleControl","ptSlotControl","ptDurControl"],"buttons":"ptButtons"},
+{"id":"ptTitleControl","component":"FormControl","label":"Title ID or name","input":"ptTitle"},
+{"id":"ptTitle","component":"Input","name":"title","placeholder":"e.g. Neon Dynasty S2","type":"text"},
+{"id":"ptSlotControl","component":"FormControl","label":"Home slot","input":"ptSlot"},
+{"id":"ptSlot","component":"Select","name":"slot","items":["ptHero","ptTrend","ptRail"],"placeholder":"Choose placement"},
+{"id":"ptHero","component":"SelectItem","value":"hero","label":"Hero banner"},
+{"id":"ptTrend","component":"SelectItem","value":"trending","label":"Trending row (top)"},
+{"id":"ptRail","component":"SelectItem","value":"rail","label":"Genre rail boost"},
+{"id":"ptDurControl","component":"FormControl","label":"Duration (days)","input":"ptDur"},
+{"id":"ptDur","component":"Slider","name":"durationDays","variant":"discrete","min":1,"max":14,"step":1,"defaultValue":[3]},
+{"id":"ptButtons","component":"Buttons","buttons":["ptSubmit","ptCancel"]},
+{"id":"ptSubmit","component":"Button","label":"Promote title","variant":"primary"},
+{"id":"ptCancel","component":"Button","label":"Cancel","variant":"tertiary"},
+
+{"id":"flags","component":"Card","variant":"sunk","children":["flagHead","flagGroup"]},
+{"id":"flagHead","component":"CardHeader","title":"Feature flags","subtitle":"Production rollout state"},
+{"id":"flagGroup","component":"SwitchGroup","name":"featureFlags","items":["ff1","ff2","ff3","ff4","ff5","ff6"]},
+{"id":"ff1","component":"SwitchItem","name":"av1_codec","label":"AV1 codec rollout","description":"45% of 4K traffic","defaultChecked":true},
+{"id":"ff2","component":"SwitchItem","name":"new_home_layout","label":"New home layout","description":"A/B test, variant B","defaultChecked":true},
+{"id":"ff3","component":"SwitchItem","name":"ads_interactive","label":"Interactive ads","description":"Basic plan only","defaultChecked":false},
+{"id":"ff4","component":"SwitchItem","name":"offline_hdr","label":"Offline HDR downloads","description":"Mobile apps","defaultChecked":true},
+{"id":"ff5","component":"SwitchItem","name":"ai_dubbing","label":"AI dubbing beta","description":"LATAM pilot","defaultChecked":false},
+{"id":"ff6","component":"SwitchItem","name":"watch_parties","label":"Watch parties","description":"All platforms","defaultChecked":true}
+]}}
+</a2ui-json>
+
+All 16 items are covered: live viewers, buffering, recommendation CTR, and zero-playback search rates as KPI callouts (1, 6, 10, 11); subscribers vs cancellations and weekly buffering trend charts (4, 6); top titles by hours and monthly watch-time area chart (2, 3); genre radar, revenue-by-plan donut, and device split pie (5, 12, 13); regional delivery health table (7); upcoming releases list and expiring licenses table (8, 9); a region-focus form (14); a feature-flag switch group (15); and a home-screen promotion form with slot picker and duration slider (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..f4945070d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,120 @@
+Here's a full streaming operations room dashboard covering all 16 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-room","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","kpiRow","regionFocus","rowCharts1","rowCharts2","rowCharts3","rowTables1","rowTables2","flagsCard","promoteCard"]},
+{"id":"hdr","component":"CardHeader","title":"Streaming Operations Room","subtitle":"Live service health, engagement, and content operations"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiViewers","kpiBuffer","kpiReco"]},
+{"id":"kpiViewers","component":"Card","variant":"card","children":["kpiViewersTxt"],"weight":1},
+{"id":"kpiViewersTxt","component":"TextContent","text":"## 1. Viewers Watching Now\n**2,418,336** concurrent streams (peak today: 2.9M)","size":"large-heavy"},
+{"id":"kpiBuffer","component":"Card","variant":"card","children":["kpiBufferTxt","kpiBufferBar"],"weight":1},
+{"id":"kpiBufferTxt","component":"TextContent","text":"## 6. Buffering Rate\n**0.84%** of playtime (target < 1.0%)"},
+{"id":"kpiBufferBar","component":"Progress","value":84,"label":"Buffer health: 84/100"},
+{"id":"kpiReco","component":"Card","variant":"card","children":["kpiRecoTxt","kpiRecoChart"],"weight":1},
+{"id":"kpiRecoTxt","component":"TextContent","text":"## 10. Recommendation Click-Through"},
+{"id":"kpiRecoChart","component":"PieChart","variant":"donut","labels":["Clicked","Ignored"],"values":[18.6,81.4]},
+
+{"id":"regionFocus","component":"Card","variant":"sunk","children":["regionFocusHdr","regionSelect"]},
+{"id":"regionFocusHdr","component":"TextContent","text":"## 14. Focus on a Region","size":"small-heavy"},
+{"id":"regionSelect","component":"Select","name":"regionFocus","placeholder":"All regions","items":["rsAll","rsNA","rsEU","rsLATAM","rsAPAC"]},
+{"id":"rsAll","component":"SelectItem","value":"all","label":"All Regions"},
+{"id":"rsNA","component":"SelectItem","value":"na","label":"North America"},
+{"id":"rsEU","component":"SelectItem","value":"eu","label":"Europe"},
+{"id":"rsLATAM","component":"SelectItem","value":"latam","label":"Latin America"},
+{"id":"rsAPAC","component":"SelectItem","value":"apac","label":"Asia-Pacific"},
+
+{"id":"rowCharts1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["watchTimeCard","subsCard"]},
+{"id":"watchTimeCard","component":"Card","variant":"card","children":["watchTimeHdr","watchTimeChart"],"weight":1},
+{"id":"watchTimeHdr","component":"TextContent","text":"## 3. Watch Time — Past 30 Days (M hours)","size":"small-heavy"},
+{"id":"watchTimeChart","component":"AreaChart","labels":["W1","W2","W3","W4"],"series":["wtSeries"],"xLabel":"Week","yLabel":"Hours (M)"},
+{"id":"wtSeries","component":"Series","category":"Total watch time","values":[412,438,461,489]},
+{"id":"subsCard","component":"Card","variant":"card","children":["subsHdr","subsChart"],"weight":1},
+{"id":"subsHdr","component":"TextContent","text":"## 4. New Subscribers vs Cancellations (weekly)","size":"small-heavy"},
+{"id":"subsChart","component":"BarChart","labels":["W1","W2","W3","W4"],"series":["subNew","subCancel"],"variant":"grouped","xLabel":"Week","yLabel":"Users (K)"},
+{"id":"subNew","component":"Series","category":"New subscribers","values":[86,92,78,104]},
+{"id":"subCancel","component":"Series","category":"Cancellations","values":[41,38,45,39]},
+
+{"id":"rowCharts2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["genreCard","revenueCard","deviceCard"]},
+{"id":"genreCard","component":"Card","variant":"card","children":["genreHdr","genreChart"],"weight":1},
+{"id":"genreHdr","component":"TextContent","text":"## 5. Performance by Genre (M hours)","size":"small-heavy"},
+{"id":"genreChart","component":"HorizontalBarChart","labels":["Drama","Comedy","Docs","Action","Kids","Sci-Fi"],"series":["genreSeries"]},
+{"id":"genreSeries","component":"Series","category":"Hours watched","values":[520,340,210,390,260,180]},
+{"id":"revenueCard","component":"Card","variant":"card","children":["revenueHdr","revenueChart"],"weight":1},
+{"id":"revenueHdr","component":"TextContent","text":"## 12. Revenue Split by Plan","size":"small-heavy"},
+{"id":"revenueChart","component":"PieChart","variant":"donut","labels":["Basic w/ Ads","Standard","Premium"],"values":[22,46,32]},
+{"id":"deviceCard","component":"Card","variant":"card","children":["deviceHdr","deviceChart"],"weight":1},
+{"id":"deviceHdr","component":"TextContent","text":"## 13. Viewing Split by Device","size":"small-heavy"},
+{"id":"deviceChart","component":"PieChart","variant":"pie","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,7,5]},
+
+{"id":"rowCharts3","component":"Card","variant":"clear","direction":"row","gap":"m","children":["regionCard","searchCard"]},
+{"id":"regionCard","component":"Card","variant":"card","children":["regionHdr","regionTable"],"weight":1},
+{"id":"regionHdr","component":"TextContent","text":"## 7. Delivery Health by Region","size":"small-heavy"},
+{"id":"regionTable","component":"Table","columns":["colRegion","colBitrate","colErrors","colStatus"]},
+{"id":"colRegion","component":"Col","label":"Region","data":["North America","Europe","Latin America","Asia-Pacific"]},
+{"id":"colBitrate","component":"Col","label":"Avg Bitrate (Mbps)","type":"number","data":[8.4,8.1,6.2,7.3]},
+{"id":"colErrors","component":"Col","label":"Error Rate %","type":"number","data":[0.12,0.15,0.41,0.28]},
+{"id":"colStatus","component":"Col","label":"Status","data":["Healthy","Healthy","Degraded","Healthy"]},
+{"id":"searchCard","component":"Card","variant":"card","children":["searchHdr","searchTable"],"weight":1},
+{"id":"searchHdr","component":"TextContent","text":"## 11. Searches Ending Without Playback","size":"small-heavy"},
+{"id":"searchTable","component":"Table","columns":["colQuery","colCount","colRate"]},
+{"id":"colQuery","component":"Col","label":"Search term","data":["\"the night harbor\"","\"saturday match live\"","\"cooking with fire\"","\"orbit 9\""]},
+{"id":"colCount","component":"Col","label":"Failed searches","type":"number","data":[4210,3870,2110,1940]},
+{"id":"colRate","component":"Col","label":"No-playback %","type":"number","data":[64,58,47,71]},
+
+{"id":"rowTables1","component":"Card","variant":"clear","direction":"row","gap":"m","children":["titlesCard","releasesCard"]},
+{"id":"titlesCard","component":"Card","variant":"card","children":["titlesHdr","titlesTable"],"weight":1},
+{"id":"titlesHdr","component":"TextContent","text":"## 2. Most-Watched Titles","size":"small-heavy"},
+{"id":"titlesTable","component":"Table","columns":["colTitle","colHours","colTrend"]},
+{"id":"colTitle","component":"Col","label":"Title","data":["Crimson Tide Rising","The Last Cartographer","Laugh Track","Deep Field","Midnight Diner"]},
+{"id":"colHours","component":"Col","label":"Hours (M, 7d)","type":"number","data":[48.2,36.7,29.4,22.1,18.9]},
+{"id":"colTrend","component":"Col","label":"Trend","data":["▲ +12%","▲ +8%","▼ -3%","▲ +21%","— 0%"]},
+{"id":"releasesCard","component":"Card","variant":"card","children":["releasesHdr","releasesList"],"weight":1},
+{"id":"releasesHdr","component":"TextContent","text":"## 8. Releases Coming This Month","size":"small-heavy"},
+{"id":"releasesList","component":"ListBlock","variant":"number","items":["rel1","rel2","rel3","rel4"]},
+{"id":"rel1","component":"ListItem","title":"Orbit 9 — Season 2","subtitle":"Sci-Fi · Premieres Mar 7"},
+{"id":"rel2","component":"ListItem","title":"The Glass Kitchen","subtitle":"Reality · Premieres Mar 12"},
+{"id":"rel3","component":"ListItem","title":"Harbor Lights","subtitle":"Drama · Premieres Mar 18"},
+{"id":"rel4","component":"ListItem","title":"Kickoff: Europe","subtitle":"Sports docuseries · Premieres Mar 25"},
+
+{"id":"rowTables2","component":"Card","variant":"clear","direction":"row","gap":"m","children":["licensesCard"]},
+{"id":"licensesCard","component":"Card","variant":"card","children":["licensesHdr","licensesTable","licensesAlert"]},
+{"id":"licensesHdr","component":"TextContent","text":"## 9. Licenses Expiring Soon","size":"small-heavy"},
+{"id":"licensesTable","component":"Table","columns":["colLicTitle","colLicRegion","colLicExpiry"]},
+{"id":"colLicTitle","component":"Col","label":"Title","data":["Neon District","Old Friends (S1–S5)","Paper Kingdom","Wild Trails"]},
+{"id":"colLicRegion","component":"Col","label":"Region","data":["Global","NA + EU","APAC","LATAM"]},
+{"id":"colLicExpiry","component":"Col","label":"Expires","data":["Mar 15","Mar 22","Apr 2","Apr 9"]},
+{"id":"licensesAlert","component":"Alert","variant":"warning","title":"Renewal action needed","description":"Neon District expires in days — renewal request pending with licensor."},
+
+{"id":"flagsCard","component":"Card","variant":"card","children":["flagsHdr","flagsGroup"]},
+{"id":"flagsHdr","component":"TextContent","text":"## 15. Feature Flags","size":"small-heavy"},
+{"id":"flagsGroup","component":"SwitchGroup","name":"featureFlags","items":["ff1","ff2","ff3","ff4","ff5"]},
+{"id":"ff1","component":"SwitchItem","name":"newPlayer","label":"New video player","description":"AV1 codec + low-latency mode","defaultChecked":true},
+{"id":"ff2","component":"SwitchItem","name":"aiRecs","label":"AI recommendations v2","description":"Embedding-based ranking","defaultChecked":true},
+{"id":"ff3","component":"SwitchItem","name":"adsTier","label":"Ad-supported tier","description":"Basic with Ads plan","defaultChecked":true},
+{"id":"ff4","component":"SwitchItem","name":"downloads4k","label":"4K offline downloads","description":"Premium only","defaultChecked":false},
+{"id":"ff5","component":"SwitchItem","name":"partyWatch","label":"Watch Party","description":"Synchronized group viewing","defaultChecked":false},
+
+{"id":"promoteCard","component":"Card","variant":"card","children":["promoteHdr","promoteForm"]},
+{"id":"promoteHdr","component":"TextContent","text":"## 16. Promote a Title on the Home Screen","size":"small-heavy"},
+{"id":"promoteForm","component":"Form","name":"promoteTitle","fields":["fcTitle","fcSlot","fcDates"],"buttons":"promoteButtons"},
+{"id":"fcTitle","component":"FormControl","label":"Title to promote","input":"promoteTitleInput","hint":"Must be currently licensed in target regions"},
+{"id":"promoteTitleInput","component":"Input","name":"title","placeholder":"e.g. Orbit 9 — Season 2","type":"text"},
+{"id":"fcSlot","component":"FormControl","label":"Home screen slot","input":"promoteSlotSelect"},
+{"id":"promoteSlotSelect","component":"Select","name":"slot","placeholder":"Choose placement","items":["slotHero","slotRow1","slotRow2"]},
+{"id":"slotHero","component":"SelectItem","value":"hero","label":"Hero banner"},
+{"id":"slotRow1","component":"SelectItem","value":"row1","label":"Top row — Trending"},
+{"id":"slotRow2","component":"SelectItem","value":"row2","label":"Second row — New Releases"},
+{"id":"fcDates","component":"FormControl","label":"Promotion window","input":"promoteDates"},
+{"id":"promoteDates","component":"DatePicker","name":"promoWindow","mode":"range"},
+{"id":"promoteButtons","component":"Buttons","buttons":["promoteSubmit","promotePreview"]},
+{"id":"promoteSubmit","component":"Button","label":"Schedule Promotion","variant":"primary"},
+{"id":"promotePreview","component":"Button","label":"Preview Placement","variant":"secondary"}
+]}}
+</a2ui-json>
+
+All 16 items are covered: live viewers, top titles with hours, 30-day watch time, subs vs cancels, genre performance, buffering rate, regional delivery health, upcoming releases, expiring licenses, recommendation CTR, failed searches, revenue by plan, device split, a region-focus selector, toggleable feature flags, and a home-screen promotion form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..1ee5ce7a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,141 @@
+Here's a complete operations room dashboard covering all 16 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ops-room","catalogId":"thesys.dev:c1-openui","theme":{"agentDisplayName":"StreamOps","primaryColor":"#7C3AED"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-room","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","liveRow","mainTabs"]},
+{"id":"header","component":"CardHeader","title":"StreamOps — Operations Room","subtitle":"Live overview of viewership, content, health, and growth"},
+
+{"id":"liveRow","component":"Card","direction":"row","gap":"m","children":["liveCard","bufferCard","recCard"]},
+{"id":"liveCard","component":"Card","direction":"column","gap":"s","children":["liveTitle","liveValue","liveTrend"]},
+{"id":"liveTitle","component":"TextContent","text":"**Viewers watching right now**","size":"small"},
+{"id":"liveValue","component":"TextContent","text":"1,284,392","size":"large-heavy"},
+{"id":"liveTrend","component":"TextContent","text":"▲ 6.2% vs this time yesterday · Peak today: 1.41M","size":"small"},
+{"id":"bufferCard","component":"Card","direction":"column","gap":"s","children":["bufferTitle","bufferChart"]},
+{"id":"bufferTitle","component":"TextContent","text":"**Buffering rate (%) — last 24h**","size":"small"},
+{"id":"bufferChart","component":"LineChart","labels":["00","04","08","12","16","20","now"],"series":["bufSeries"],"xLabel":"Hour","yLabel":"%"},
+{"id":"bufSeries","component":"Series","category":"Buffering %","values":[0.42,0.38,0.51,0.72,0.95,1.12,0.68]},
+{"id":"recCard","component":"Card","direction":"column","gap":"s","children":["recTitle","recChart"]},
+{"id":"recTitle","component":"TextContent","text":"**Recommendation click-through (%) — 7 days**","size":"small"},
+{"id":"recChart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["recSeries"],"xLabel":"Day","yLabel":"CTR %"},
+{"id":"recSeries","component":"Series","category":"CTR","values":[11.2,10.8,12.1,12.9,14.3,15.6,13.8]},
+
+{"id":"mainTabs","component":"Tabs","items":["tabAudience","tabContent","tabGrowth","tabInfra","tabControls"]},
+
+{"id":"tabAudience","component":"TabItem","value":"audience","trigger":"Audience","content":["audCard1","audCard2","audCard3"]},
+{"id":"audCard1","component":"Card","children":["audH1","watchtimeChart"]},
+{"id":"audH1","component":"TextContent","text":"**Watch time over the past month (millions of hours)**","size":"small-heavy"},
+{"id":"watchtimeChart","component":"AreaChart","labels":["W1","W2","W3","W4"],"series":["wtSeries"],"variant":"natural","xLabel":"Week","yLabel":"M hours"},
+{"id":"wtSeries","component":"Series","category":"Watch time","values":[212,228,241,259]},
+{"id":"audCard2","component":"Card","children":["audH2","deviceChart"]},
+{"id":"audH2","component":"TextContent","text":"**Viewing split by device**","size":"small-heavy"},
+{"id":"deviceChart","component":"PieChart","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,7,5],"variant":"donut"},
+{"id":"audCard3","component":"Card","children":["audH3","deadSearchTable"]},
+{"id":"audH3","component":"TextContent","text":"**Searches that ended without playback (top queries)**","size":"small-heavy"},
+{"id":"deadSearchTable","component":"Table","columns":["dsQ","dsCount","dsRate"]},
+{"id":"dsQ","component":"Col","label":"Query","data":["the midnight harbor","champions final replay","space odyssey 2099","kids baking show","documentary deep sea"],"type":"string"},
+{"id":"dsCount","component":"Col","label":"Searches","data":[8420,6110,4980,4230,3710],"type":"number"},
+{"id":"dsRate","component":"Col","label":"No-play %","data":[91,87,84,79,76],"type":"number"},
+
+{"id":"tabContent","component":"TabItem","value":"content","trigger":"Content","content":["conCard1","conCard2","conCard3"]},
+{"id":"conCard1","component":"Card","children":["conH1","topTitlesChart"]},
+{"id":"conH1","component":"TextContent","text":"**Most-watched titles (hours viewed, millions)**","size":"small-heavy"},
+{"id":"topTitlesChart","component":"HorizontalBarChart","labels":["Crimson Tide","Night Shift S3","The Last Orchard","Static","Paper Moons"],"series":["ttSeries"],"xLabel":"M hours","yLabel":"Title"},
+{"id":"ttSeries","component":"Series","category":"Hours","values":[38.2,31.5,27.8,22.1,18.4]},
+{"id":"conCard2","component":"Card","children":["conH2","releasesTable"]},
+{"id":"conH2","component":"TextContent","text":"**Releases coming this month**","size":"small-heavy"},
+{"id":"releasesTable","component":"Table","columns":["relTitle","relDate","relType"]},
+{"id":"relTitle","component":"Col","label":"Title","data":["Night Shift S4","Harbor Lights","Ironwood","Small Wonders","Echo Point"],"type":"string"},
+{"id":"relDate","component":"Col","label":"Release date","data":["Jun 3","Jun 9","Jun 14","Jun 21","Jun 27"],"type":"string"},
+{"id":"relType","component":"Col","label":"Type","data":["Series","Film","Series","Kids","Documentary"],"type":"string"},
+{"id":"conCard3","component":"Card","children":["conH3","licenseTable"]},
+{"id":"conH3","component":"TextContent","text":"**Licenses expiring soon**","size":"small-heavy"},
+{"id":"licenseTable","component":"Table","columns":["licTitle","licExp","licRisk"]},
+{"id":"licTitle","component":"Col","label":"Title","data":["Neon District","Old Friends S1–S2","Coastline","The Quiet Room"],"type":"string"},
+{"id":"licExp","component":"Col","label":"Expires","data":["Jun 12","Jun 18","Jun 25","Jul 2"],"type":"string"},
+{"id":"licRisk","component":"Col","label":"Daily hours at risk (K)","data":[412,288,190,95],"type":"number"},
+
+{"id":"tabGrowth","component":"TabItem","value":"growth","trigger":"Growth & Revenue","content":["groCard1","groCard2"]},
+{"id":"groCard1","component":"Card","children":["groH1","subsChart"]},
+{"id":"groH1","component":"TextContent","text":"**New subscribers vs cancellations (weekly, thousands)**","size":"small-heavy"},
+{"id":"subsChart","component":"BarChart","labels":["W1","W2","W3","W4"],"series":["newSubs","cancels"],"variant":"grouped","xLabel":"Week","yLabel":"K subscribers"},
+{"id":"newSubs","component":"Series","category":"New subscribers","values":[84,91,88,102]},
+{"id":"cancels","component":"Series","category":"Cancellations","values":[52,49,57,48]},
+{"id":"groCard2","component":"Card","children":["groH2","revChart"]},
+{"id":"groH2","component":"TextContent","text":"**Revenue split by plan**","size":"small-heavy"},
+{"id":"revChart","component":"PieChart","labels":["Premium 4K","Standard HD","Basic w/ Ads","Family Bundle"],"values":[38,34,17,11],"variant":"pie"},
+
+{"id":"tabInfra","component":"TabItem","value":"infra","trigger":"Delivery & Regions","content":["infCard1","infCard2","infCard3"]},
+{"id":"infCard1","component":"Card","children":["infH1","regionSelect"]},
+{"id":"infH1","component":"TextContent","text":"**Focus on one region**","size":"small-heavy"},
+{"id":"regionSelect","component":"Select","name":"region","placeholder":"All regions","items":["rAll","rNA","rEU","rAPAC","rLATAM","rMEA"]},
+{"id":"rAll","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"rNA","component":"SelectItem","value":"na","label":"North America"},
+{"id":"rEU","component":"SelectItem","value":"eu","label":"Europe"},
+{"id":"rAPAC","component":"SelectItem","value":"apac","label":"Asia-Pacific"},
+{"id":"rLATAM","component":"SelectItem","value":"latam","label":"Latin America"},
+{"id":"rMEA","component":"SelectItem","value":"mea","label":"Middle East & Africa"},
+{"id":"infCard2","component":"Card","children":["infH2","regionTable"]},
+{"id":"infH2","component":"TextContent","text":"**Delivery health by region**","size":"small-heavy"},
+{"id":"regionTable","component":"Table","columns":["rgName","rgUptime","rgBuf","rgStatus"]},
+{"id":"rgName","component":"Col","label":"Region","data":["North America","Europe","Asia-Pacific","Latin America","Middle East & Africa"],"type":"string"},
+{"id":"rgUptime","component":"Col","label":"Uptime %","data":[99.98,99.95,99.81,99.62,99.44],"type":"number"},
+{"id":"rgBuf","component":"Col","label":"Buffering %","data":[0.41,0.48,0.92,1.35,1.71],"type":"number"},
+{"id":"rgStatus","component":"Col","label":"Status","data":["Healthy","Healthy","Degraded","Degraded","At risk"],"type":"string"},
+{"id":"infCard3","component":"Card","children":["infH3","genreChart"]},
+{"id":"infH3","component":"TextContent","text":"**Performance by genre (engagement score vs completion %)**","size":"small-heavy"},
+{"id":"genreChart","component":"RadarChart","labels":["Drama","Comedy","Docs","Action","Kids","Reality"],"series":["gEngage","gComplete"]},
+{"id":"gEngage","component":"Series","category":"Engagement","values":[88,74,69,81,77,62]},
+{"id":"gComplete","component":"Series","category":"Completion","values":[72,81,58,65,84,49]},
+
+{"id":"tabControls","component":"TabItem","value":"controls","trigger":"Controls","content":["ctlCard1","ctlCard2"]},
+{"id":"ctlCard1","component":"Card","children":["ctlH1","flagGroup"]},
+{"id":"ctlH1","component":"TextContent","text":"**Feature flags**","size":"small-heavy"},
+{"id":"flagGroup","component":"SwitchGroup","name":"featureFlags","variant":"sunk","items":["flag1","flag2","flag3","flag4","flag5"],"value":["newPlayer","autoPreviews"]},
+{"id":"flag1","component":"SwitchItem","name":"newPlayer","label":"New video player","description":"Redesigned player UI with gesture controls","defaultChecked":true},
+{"id":"flag2","component":"SwitchItem","name":"autoPreviews","label":"Auto-play previews","description":"Hover previews on browse rows","defaultChecked":true},
+{"id":"flag3","component":"SwitchItem","name":"aiRecsV2","label":"Recommendations v2 (AI)","description":"Next-gen ranking model, 5% rollout","defaultChecked":false},
+{"id":"flag4","component":"SwitchItem","name":"offlineMobile","label":"Offline downloads on mobile","description":"Download-to-go for Standard+ plans","defaultChecked":false},
+{"id":"flag5","component":"SwitchItem","name":"watchParty","label":"Watch Party","description":"Synchronized group viewing","defaultChecked":false},
+{"id":"ctlCard2","component":"Card","children":["ctlH2","promoteForm"]},
+{"id":"ctlH2","component":"TextContent","text":"**Promote a title on the home screen**","size":"small-heavy"},
+{"id":"promoteForm","component":"Form","name":"promoteTitle","fields":["fcTitle","fcSlot","fcDates"],"buttons":"promoteButtons"},
+{"id":"fcTitle","component":"FormControl","label":"Title","input":"promoteTitleInput","hint":"Exact title as it appears in the catalog"},
+{"id":"promoteTitleInput","component":"Select","name":"title","placeholder":"Choose a title","items":["pt1","pt2","pt3","pt4"]},
+{"id":"pt1","component":"SelectItem","value":"harbor-lights","label":"Harbor Lights (Jun 9)"},
+{"id":"pt2","component":"SelectItem","value":"night-shift-s4","label":"Night Shift S4 (Jun 3)"},
+{"id":"pt3","component":"SelectItem","value":"ironwood","label":"Ironwood (Jun 14)"},
+{"id":"pt4","component":"SelectItem","value":"crimson-tide","label":"Crimson Tide"},
+{"id":"fcSlot","component":"FormControl","label":"Home screen slot","input":"promoteSlotInput","hint":"Hero banner gets maximum exposure"},
+{"id":"promoteSlotInput","component":"RadioGroup","name":"slot","defaultValue":"hero","items":["slot1","slot2","slot3"]},
+{"id":"slot1","component":"RadioItem","label":"Hero banner","description":"Top of home, full width","value":"hero"},
+{"id":"slot2","component":"RadioItem","label":"Top row","description":"First content row","value":"top-row"},
+{"id":"slot3","component":"RadioItem","label":"Trending rail","description":"Trending Now carousel","value":"trending"},
+{"id":"fcDates","component":"FormControl","label":"Promotion window","input":"promoteDates"},
+{"id":"promoteDates","component":"DatePicker","name":"promoWindow","mode":"range"},
+{"id":"promoteButtons","component":"Buttons","buttons":["promoteSubmit","promoteCancel"]},
+{"id":"promoteSubmit","component":"Button","label":"Schedule promotion","variant":"primary","action":[{"type":"formSubmit","form":"promoteTitle"}]},
+{"id":"promoteCancel","component":"Button","label":"Clear","variant":"tertiary","action":[{"type":"formReset","form":"promoteTitle"}]}
+]}}
+</a2ui-json>
+
+All 16 items are covered:
+1. **Viewers now** — live counter card with trend
+2. **Most-watched titles** — horizontal bar chart with hours
+3. **Watch time, past month** — area chart (Content → Audience tab)
+4. **Subs vs cancels** — grouped bar chart (Growth tab)
+5. **Genre performance** — radar chart (Delivery tab)
+6. **Buffering rate** — 24h line chart
+7. **Delivery health by region** — uptime/buffering/status table
+8. **Upcoming releases** — releases table (Content tab)
+9. **Expiring licenses** — license table with hours at risk
+10. **Recommendation CTR** — 7-day bar chart
+11. **Dead-end searches** — no-playback query table
+12. **Revenue by plan** — pie chart
+13. **Device split** — donut chart
+14. **Region focus** — region selector dropdown
+15. **Feature flags** — switch group with per-flag state
+16. **Promote a title** — form with title, slot, date range, and submit
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..22d06dad9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r1.txt
@@ -0,0 +1,335 @@
+Here's a single-screen university administrator dashboard. Every numbered requirement maps to a widget: enrollment trend chart (1), applications-by-program bar chart (2), acceptance-rate donut (3), tuition revenue KPI (4), course-fill bars (5), teaching-load table (6), at-risk students table (7), scholarship progress (8), housing occupancy progress (9), events list (10), alumni-giving line chart (11), department focus dropdown (12), semester-over-semester grouped bars (13), waitlist chart (14), new-course approval form (15), and student-group message form (16). Tabs keep it all on one screen.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "university-admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E56A0",
+        "agentDisplayName": "Registrar Insights"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "university-admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerCard", "kpiRow", "enrollmentCard", "semesterCard", "tabs", "followUps"]
+        },
+        {
+          "id": "headerCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["adminHeader", "deptControl"]
+        },
+        {
+          "id": "adminHeader",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Fall 2025 · Provost & Registrar Dashboard"
+        },
+        {
+          "id": "deptControl",
+          "component": "FormControl",
+          "label": "Focus on one department",
+          "input": "deptSelect",
+          "hint": "Charts will filter to the selected department"
+        },
+        {
+          "id": "deptSelect",
+          "component": "Select",
+          "name": "department",
+          "value": "all",
+          "size": "medium",
+          "placeholder": "All Departments",
+          "items": ["deptItemAll", "deptItemEng", "deptItemArts", "deptItemBus", "deptItemMed", "deptItemLaw"]
+        },
+        { "id": "deptItemAll", "component": "SelectItem", "value": "all", "label": "All Departments" },
+        { "id": "deptItemEng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "deptItemArts", "component": "SelectItem", "value": "arts-sciences", "label": "Arts & Sciences" },
+        { "id": "deptItemBus", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "deptItemMed", "component": "SelectItem", "value": "medicine", "label": "Medicine" },
+        { "id": "deptItemLaw", "component": "SelectItem", "value": "law", "label": "Law" },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["acceptanceCard", "tuitionCard", "scholarshipCard", "housingCard"]
+        },
+        {
+          "id": "acceptanceCard",
+          "component": "Card",
+          "direction": "column",
+          "weight": 1,
+          "children": ["acceptanceHeader", "acceptancePie"]
+        },
+        { "id": "acceptanceHeader", "component": "CardHeader", "title": "Acceptance Rate", "subtitle": "2,924 admitted of 8,750 applicants (Fall 2025)" },
+        {
+          "id": "acceptancePie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Accepted", "Rejected"],
+          "values": [33.4, 66.6]
+        },
+        {
+          "id": "tuitionCard",
+          "component": "Card",
+          "direction": "column",
+          "weight": 1,
+          "children": ["tuitionHeader", "tuitionText"]
+        },
+        { "id": "tuitionHeader", "component": "CardHeader", "title": "Tuition Revenue (This Year)" },
+        { "id": "tuitionText", "component": "TextContent", "size": "large-heavy", "text": "$212.6M net of aid — up 6.1% YoY" },
+        {
+          "id": "scholarshipCard",
+          "component": "Card",
+          "direction": "column",
+          "weight": 1,
+          "children": ["scholarshipHeader", "scholarshipProgress"]
+        },
+        { "id": "scholarshipHeader", "component": "CardHeader", "title": "Scholarship Budget" },
+        { "id": "scholarshipProgress", "component": "Progress", "value": 78, "label": "$19.2M of $24.6M committed (78%)" },
+        {
+          "id": "housingCard",
+          "component": "Card",
+          "direction": "column",
+          "weight": 1,
+          "children": ["housingHeader", "housingProgress"]
+        },
+        { "id": "housingHeader", "component": "CardHeader", "title": "Housing Occupancy" },
+        { "id": "housingProgress", "component": "Progress", "value": 94, "label": "7,850 of 8,350 beds occupied (94%)" },
+        {
+          "id": "enrollmentCard",
+          "component": "Card",
+          "direction": "column",
+          "children": ["enrollmentHeader", "enrollmentChart"]
+        },
+        { "id": "enrollmentHeader", "component": "CardHeader", "title": "Total Enrollment — 5-Year Trend", "subtitle": "All campuses, fall census" },
+        {
+          "id": "enrollmentChart",
+          "component": "LineChart",
+          "labels": ["2021", "2022", "2023", "2024", "2025"],
+          "series": ["enrollmentSeries"],
+          "variant": "linear",
+          "yLabel": "Students"
+        },
+        { "id": "enrollmentSeries", "component": "Series", "category": "Total Enrollment", "values": [15420, 15890, 16130, 16980, 17640] },
+        {
+          "id": "semesterCard",
+          "component": "Card",
+          "direction": "column",
+          "children": ["semesterHeader", "semesterChart"]
+        },
+        { "id": "semesterHeader", "component": "CardHeader", "title": "This Semester vs Last", "subtitle": "Fall 2025 vs Fall 2024" },
+        {
+          "id": "semesterChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "labels": ["Fall 2024", "Fall 2025"],
+          "series": ["semesterAppsSeries", "semesterEnrolledSeries"],
+          "yLabel": "Count"
+        },
+        { "id": "semesterAppsSeries", "component": "Series", "category": "Applications", "values": [8200, 8750] },
+        { "id": "semesterEnrolledSeries", "component": "Series", "category": "Enrolled", "values": [4120, 4380] },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tabAdmissions", "tabAcademics", "tabCampus"]
+        },
+        {
+          "id": "tabAdmissions",
+          "component": "TabItem",
+          "value": "admissions",
+          "trigger": "Admissions & Risk",
+          "content": ["appsCard", "waitlistCard", "riskCard"]
+        },
+        { "id": "appsCard", "component": "Card", "direction": "column", "children": ["appsHeader", "appsChart"] },
+        { "id": "appsHeader", "component": "CardHeader", "title": "Applications by Program" },
+        {
+          "id": "appsChart",
+          "component": "BarChart",
+          "labels": ["Engineering", "Arts & Sciences", "Business", "Medicine", "Law"],
+          "series": ["appsSeries"],
+          "variant": "grouped",
+          "yLabel": "Applications (Fall 2025)"
+        },
+        { "id": "appsSeries", "component": "Series", "category": "Applications", "values": [12400, 9800, 8500, 4200, 3100] },
+        { "id": "waitlistCard", "component": "Card", "direction": "column", "children": ["waitlistHeader", "waitlistChart"] },
+        { "id": "waitlistHeader", "component": "CardHeader", "title": "Waitlisted Students per Program" },
+        {
+          "id": "waitlistChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Arts & Sciences", "Business", "Medicine", "Law"],
+          "series": ["waitlistSeries"]
+        },
+        { "id": "waitlistSeries", "component": "Series", "category": "Waitlisted", "values": [830, 620, 540, 210, 180] },
+        { "id": "riskCard", "component": "Card", "direction": "column", "children": ["riskHeader", "riskTable"] },
+        { "id": "riskHeader", "component": "CardHeader", "title": "Students at Academic Risk", "subtitle": "GPA below 2.25 at midterm check-in" },
+        {
+          "id": "riskTable",
+          "component": "Table",
+          "columns": ["riskColStudent", "riskColProgram", "riskColGpa", "riskColLevel"]
+        },
+        { "id": "riskColStudent", "component": "Col", "label": "Student", "type": "string", "data": ["S. Patel", "M. Chen", "J. Brooks", "A. Rivera", "K. Nguyen", "T. Elliott"] },
+        { "id": "riskColProgram", "component": "Col", "label": "Program", "type": "string", "data": ["Business", "Engineering", "Arts & Sciences", "Business", "Medicine", "Arts & Sciences"] },
+        { "id": "riskColGpa", "component": "Col", "label": "GPA", "type": "number", "data": [1.9, 2.0, 1.7, 2.1, 1.8, 2.2] },
+        { "id": "riskColLevel", "component": "Col", "label": "Risk Level", "type": "string", "data": ["High", "Medium", "High", "Medium", "High", "Medium"] },
+        {
+          "id": "tabAcademics",
+          "component": "TabItem",
+          "value": "academics",
+          "trigger": "Academics",
+          "content": ["fullnessCard", "loadCard", "approveCard"]
+        },
+        { "id": "fullnessCard", "component": "Card", "direction": "column", "children": ["fullnessHeader", "fullnessChart"] },
+        { "id": "fullnessHeader", "component": "CardHeader", "title": "Course Offering Fullness", "subtitle": "Percent of seats filled, Fall term" },
+        {
+          "id": "fullnessChart",
+          "component": "HorizontalBarChart",
+          "labels": ["CS101 Intro to Computing", "BIO201 Genetics", "MTH150 Calculus I", "ENG110 Composition", "CHE120 Gen Chemistry", "BUS310 Operations"],
+          "series": ["fullnessSeries"]
+        },
+        { "id": "fullnessSeries", "component": "Series", "category": "% Full", "values": [96, 88, 73, 65, 61, 54] },
+        { "id": "loadCard", "component": "Card", "direction": "column", "children": ["loadHeader", "loadTable"] },
+        { "id": "loadHeader", "component": "CardHeader", "title": "Teaching Load by Faculty Member" },
+        {
+          "id": "loadTable",
+          "component": "Table",
+          "columns": ["loadColFaculty", "loadColDept", "loadColCourses", "loadColStudents", "loadColHours"]
+        },
+        { "id": "loadColFaculty", "component": "Col", "label": "Faculty", "type": "string", "data": ["Dr. Lin", "Prof. Okafor", "Dr. Slater", "Prof. Reyes", "Dr. Chen"] },
+        { "id": "loadColDept", "component": "Col", "label": "Department", "type": "string", "data": ["Computer Science", "Physics", "Economics", "English", "Biology"] },
+        { "id": "loadColCourses", "component": "Col", "label": "Courses", "type": "number", "data": [4, 3, 2, 4, 3] },
+        { "id": "loadColStudents", "component": "Col", "label": "Students Taught", "type": "number", "data": [412, 236, 189, 88, 305] },
+        { "id": "loadColHours", "component": "Col", "label": "Weekly Contact Hrs", "type": "number", "data": [12, 9, 6, 12, 9] },
+        { "id": "approveCard", "component": "Card", "direction": "column", "children": ["approveHeader", "approveForm"] },
+        { "id": "approveHeader", "component": "CardHeader", "title": "Approve a New Course", "subtitle": "Routes to Curriculum Committee on submit" },
+        {
+          "id": "approveForm",
+          "component": "Form",
+          "name": "courseApproval",
+          "buttons": "approveButtons",
+          "fields": ["fcCode", "fcTitle", "fcCredits", "fcDept"]
+        },
+        {
+          "id": "approveButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["approveSubmit", "approveCancel"]
+        },
+        { "id": "approveSubmit", "component": "Button", "label": "Submit for Approval", "variant": "primary", "action": ["course.approval.submit"] },
+        { "id": "approveCancel", "component": "Button", "label": "Clear", "variant": "secondary", "action": ["course.approval.clear"] },
+        { "id": "fcCode", "component": "FormControl", "label": "Course Code", "input": "codeInput", "hint": "e.g., CS401" },
+        { "id": "codeInput", "component": "Input", "name": "courseCode", "type": "text", "placeholder": "CS401" },
+        { "id": "fcTitle", "component": "FormControl", "label": "Course Title", "input": "titleInput" },
+        { "id": "titleInput", "component": "Input", "name": "courseTitle", "type": "text", "placeholder": "Machine Learning Systems" },
+        { "id": "fcCredits", "component": "FormControl", "label": "Credits", "input": "creditsInput" },
+        { "id": "creditsInput", "component": "Input", "name": "credits", "type": "number", "placeholder": "3" },
+        { "id": "fcDept", "component": "FormControl", "label": "Department", "input": "courseDeptSelect" },
+        {
+          "id": "courseDeptSelect",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["courseDeptEng", "courseDeptArts", "courseDeptBus", "courseDeptMed", "courseDeptLaw"]
+        },
+        { "id": "courseDeptEng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "courseDeptArts", "component": "SelectItem", "value": "arts-sciences", "label": "Arts & Sciences" },
+        { "id": "courseDeptBus", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "courseDeptMed", "component": "SelectItem", "value": "medicine", "label": "Medicine" },
+        { "id": "courseDeptLaw", "component": "SelectItem", "value": "law", "label": "Law" },
+        {
+          "id": "tabCampus",
+          "component": "TabItem",
+          "value": "campus",
+          "trigger": "Campus & Advancement",
+          "content": ["eventsCard", "alumniCard", "messageCard"]
+        },
+        { "id": "eventsCard", "component": "Card", "direction": "column", "children": ["eventsHeader", "eventsList"] },
+        { "id": "eventsHeader", "component": "CardHeader", "title": "Campus Events — November" },
+        {
+          "id": "eventsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev1", "ev2", "ev3", "ev4", "ev5"]
+        },
+        { "id": "ev1", "component": "ListItem", "title": "Homecoming Game", "subtitle": "Sat, Nov 12 · Stadium · 4:00 PM" },
+        { "id": "ev2", "component": "ListItem", "title": "Career Fair (85 employers)", "subtitle": "Tue, Nov 14 · Student Center · 10 AM–3 PM" },
+        { "id": "ev3", "component": "ListItem", "title": "Provost Lecture: AI Ethics", "subtitle": "Thu, Nov 18 · Acker Hall 101" },
+        { "id": "ev4", "component": "ListItem", "title": "Parents & Family Weekend", "subtitle": "Nov 21–23 · Campus-wide" },
+        { "id": "ev5", "component": "ListItem", "title": "Winter Hackathon Kickoff", "subtitle": "Tue, Nov 25 · Innovation Lab · 6:00 PM" },
+        { "id": "alumniCard", "component": "Card", "direction": "column", "children": ["alumniHeader", "alumniChart"] },
+        { "id": "alumniHeader", "component": "CardHeader", "title": "Alumni Giving — Past 4 Years" },
+        {
+          "id": "alumniChart",
+          "component": "LineChart",
+          "labels": ["2021", "2022", "2023", "2024"],
+          "series": ["alumniSeries"],
+          "variant": "linear",
+          "yLabel": "$ Millions"
+        },
+        { "id": "alumniSeries", "component": "Series", "category": "Donations ($M)", "values": [42.1, 45.8, 47.3, 53.6] },
+        { "id": "messageCard", "component": "Card", "direction": "column", "children": ["messageHeader", "messageForm"] },
+        { "id": "messageHeader", "component": "CardHeader", "title": "Send a Message to a Student Group" },
+        {
+          "id": "messageForm",
+          "component": "Form",
+          "name": "groupMessage",
+          "buttons": "messageButtons",
+          "fields": ["fcGroup", "fcSubject", "fcBody"]
+        },
+        {
+          "id": "messageButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["msgSend", "msgDraft"]
+        },
+        { "id": "msgSend", "component": "Button", "label": "Send Message", "variant": "primary", "action": ["message.send"] },
+        { "id": "msgDraft", "component": "Button", "label": "Save Draft", "variant": "tertiary", "action": ["message.draft"] },
+        { "id": "fcGroup", "component": "FormControl", "label": "Student Group", "input": "groupSelect" },
+        {
+          "id": "groupSelect",
+          "component": "Select",
+          "name": "group",
+          "placeholder": "Choose group",
+          "items": ["groupSg", "groupEng", "groupRha", "groupAthletes"]
+        },
+        { "id": "groupSg", "component": "SelectItem", "value": "student-government", "label": "Student Government" },
+        { "id": "groupEng", "component": "SelectItem", "value": "engineering-society", "label": "Engineering Society" },
+        { "id": "groupRha", "component": "SelectItem", "value": "residence-halls", "label": "Residence Hall Association" },
+        { "id": "groupAthletes", "component": "SelectItem", "value": "athletes", "label": "Student Athletes" },
+        { "id": "fcSubject", "component": "FormControl", "label": "Subject", "input": "subjectInput" },
+        { "id": "subjectInput", "component": "Input", "name": "subject", "type": "text", "placeholder": "e.g., Registration deadline reminder" },
+        { "id": "fcBody", "component": "FormControl", "label": "Message", "input": "bodyInput" },
+        { "id": "bodyInput", "component": "TextArea", "name": "body", "rows": 4, "placeholder": "Write your message to the group…" },
+        {
+          "id": "followUps",
+          "component": "FollowUpBlock",
+          "items": ["fu1", "fu2", "fu3"]
+        },
+        { "id": "fu1", "component": "FollowUpItem", "text": "Drill into Engineering admissions funnel" },
+        { "id": "fu2", "component": "FollowUpItem", "text": "Export overview as PDF" },
+        { "id": "fu3", "component": "FollowUpItem", "text": "Show at-risk students by advisor" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The screen uses a KPI row for quick-glance metrics, trend charts up top, and three tabs ("Admissions & Risk", "Academics", "Campus & Advancement") to hold the remaining ten widgets without leaving the single screen. Let me know if you'd like different sample values, a different tab split, or a printable one-page variant.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..82a306f07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r2.txt
@@ -0,0 +1,127 @@
+Here's a complete university administrator overview dashboard covering all 16 items.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1D4ED8","agentDisplayName":"University Admin"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"admin-overview","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","focusCard","kpiRow","enrollCard","appsCard","compareCard","coursesCard","facultyCard","riskCard","financeRow","housingCard","eventsCard","alumniCard","waitlistCard","approveCard","msgCard"]},
+{"id":"hdr","component":"Heading","text":"University Administrator Overview — Fall 2025","level":"h1"},
+
+{"id":"focusCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["focusLabel","deptSelect"]},
+{"id":"focusLabel","component":"TextContent","text":"**12. Focus on a department** — filter the dashboard:","size":"small-heavy"},
+{"id":"deptSelect","component":"Select","name":"department","placeholder":"All Departments","items":["di1","di2","di3","di4","di5"]},
+{"id":"di1","component":"SelectItem","value":"all","label":"All Departments"},
+{"id":"di2","component":"SelectItem","value":"cs","label":"Computer Science"},
+{"id":"di3","component":"SelectItem","value":"bus","label":"Business"},
+{"id":"di4","component":"SelectItem","value":"eng","label":"Engineering"},
+{"id":"di5","component":"SelectItem","value":"arts","label":"Arts & Sciences"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiEnroll","kpiAccept","kpiTuition"]},
+{"id":"kpiEnroll","component":"Card","variant":"card","children":["kpiEnrollT"],"weight":1},
+{"id":"kpiEnrollT","component":"TextContent","text":"**1. Total Enrollment**\n\n# 18,420 students\n▲ +6.2% over five years","size":"default"},
+{"id":"kpiAccept","component":"Card","variant":"card","children":["kpiAcceptT","kpiAcceptP"],"weight":1},
+{"id":"kpiAcceptT","component":"TextContent","text":"**3. Acceptance Rate: 34%** (2025 cycle)","size":"default"},
+{"id":"kpiAcceptP","component":"Progress","value":34,"label":"Acceptance rate"},
+{"id":"kpiTuition","component":"Card","variant":"card","children":["kpiTuitionT"],"weight":1},
+{"id":"kpiTuitionT","component":"TextContent","text":"**4. Tuition Revenue (This Year)**\n\n# $212.4M\n▲ +4.1% YoY","size":"default"},
+
+{"id":"enrollCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["enrollHdr","enrollChart","enrollSeries"]},
+{"id":"enrollHdr","component":"CardHeader","title":"1. Enrollment Trend — Last 5 Years","subtitle":"Total headcount by academic year"},
+{"id":"enrollChart","component":"LineChart","labels":["2021","2022","2023","2024","2025"],"series":["enrollSeries"],"variant":"natural","xLabel":"Year","yLabel":"Students"},
+{"id":"enrollSeries","component":"Series","category":"Enrollment","values":[17350,17680,17920,18110,18420]},
+
+{"id":"appsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["appsHdr","appsChart","appsSeries"]},
+{"id":"appsHdr","component":"CardHeader","title":"2. Applications by Program","subtitle":"2025 admissions cycle"},
+{"id":"appsChart","component":"HorizontalBarChart","labels":["Computer Science","Business","Engineering","Nursing","Arts & Sciences","Education"],"series":["appsSeries"],"xLabel":"Applications"},
+{"id":"appsSeries","component":"Series","category":"Applications","values":[9200,7400,6100,4300,3800,1900]},
+
+{"id":"compareCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["compareHdr","compareChart","cmpS1","cmpS2"]},
+{"id":"compareHdr","component":"CardHeader","title":"13. This Semester vs Last Semester","subtitle":"Key metrics comparison"},
+{"id":"compareChart","component":"BarChart","labels":["Enrollment","Retention %","Avg GPA x10","Course Fill %"],"series":["cmpS1","cmpS2"],"variant":"grouped"},
+{"id":"cmpS1","component":"Series","category":"Spring 2025","values":[18110,91,32,84]},
+{"id":"cmpS2","component":"Series","category":"Fall 2025","values":[18420,93,33,88]},
+
+{"id":"coursesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["coursesHdr","coursesTable","cCol1","cCol2","cCol3"]},
+{"id":"coursesHdr","component":"CardHeader","title":"5. Course Offering Fill Rates","subtitle":"Enrolled vs capacity"},
+{"id":"coursesTable","component":"Table","columns":["cCol1","cCol2","cCol3"]},
+{"id":"cCol1","component":"Col","label":"Course","data":["CS 201 Data Structures","BUS 310 Finance","ENG 220 Thermodynamics","NUR 150 Anatomy","ART 110 Design"]},
+{"id":"cCol2","component":"Col","label":"Enrolled / Capacity","data":["118/120","95/100","72/80","60/60","41/60"],"type":"string"},
+{"id":"cCol3","component":"Col","label":"Fill %","data":[98,95,90,100,68],"type":"number"},
+
+{"id":"facultyCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["facHdr","facChart","facSeries"]},
+{"id":"facHdr","component":"CardHeader","title":"6. Teaching Load by Faculty Member","subtitle":"Credit hours this semester"},
+{"id":"facChart","component":"HorizontalBarChart","labels":["Dr. Alvarez","Dr. Chen","Dr. Okafor","Dr. Smith","Dr. Novak"],"series":["facSeries"],"xLabel":"Credit hours"},
+{"id":"facSeries","component":"Series","category":"Credit Hours","values":[12,9,15,6,12]},
+
+{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["riskHdr","riskAlert","riskTable","rCol1","rCol2","rCol3"]},
+{"id":"riskHdr","component":"CardHeader","title":"7. Students at Academic Risk","subtitle":"GPA < 2.0 or attendance flags"},
+{"id":"riskAlert","component":"Alert","title":"87 students flagged","description":"Early-alert referrals up 12% vs last semester. Advising outreach recommended.","variant":"warning"},
+{"id":"riskTable","component":"Table","columns":["rCol1","rCol2","rCol3"]},
+{"id":"rCol1","component":"Col","label":"Student ID","data":["S-10482","S-22107","S-31855","S-40912"]},
+{"id":"rCol2","component":"Col","label":"GPA","data":[1.6,1.9,1.4,1.8],"type":"number"},
+{"id":"rCol3","component":"Col","label":"Risk Factor","data":["Attendance","Failed midterms","Attendance + GPA","Missing assignments"]},
+
+{"id":"financeRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["scholCard"]},
+{"id":"scholCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["scholHdr","scholProg","scholText"],"weight":1},
+{"id":"scholHdr","component":"CardHeader","title":"8. Scholarship Budget Usage"},
+{"id":"scholProg","component":"Progress","value":72,"label":"$14.4M of $20M disbursed"},
+{"id":"scholText","component":"TextContent","text":"72% of the annual scholarship budget has been awarded; $5.6M remains for spring awards.","size":"small"},
+
+{"id":"housingCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["houseHdr","houseProg1","houseProg2","houseProg3"]},
+{"id":"houseHdr","component":"CardHeader","title":"9. Housing Occupancy","subtitle":"By residence hall"},
+{"id":"houseProg1","component":"Progress","value":96,"label":"North Hall — 96% (480/500)"},
+{"id":"houseProg2","component":"Progress","value":88,"label":"Lakeside — 88% (352/400)"},
+{"id":"houseProg3","component":"Progress","value":74,"label":"West Apartments — 74% (222/300)"},
+
+{"id":"eventsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["evHdr","evList","ev1","ev2","ev3","ev4"]},
+{"id":"evHdr","component":"CardHeader","title":"10. Campus Events This Month"},
+{"id":"evList","component":"ListBlock","variant":"number","items":["ev1","ev2","ev3","ev4"]},
+{"id":"ev1","component":"ListItem","title":"Fall Career Fair","subtitle":"Oct 14 · Student Union · 120 employers"},
+{"id":"ev2","component":"ListItem","title":"Homecoming Game","subtitle":"Oct 18 · Memorial Stadium"},
+{"id":"ev3","component":"ListItem","title":"Research Symposium","subtitle":"Oct 22 · Science Center"},
+{"id":"ev4","component":"ListItem","title":"Alumni Gala","subtitle":"Oct 27 · Grand Hall"},
+
+{"id":"alumniCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["alHdr","alChart","alSeries"]},
+{"id":"alHdr","component":"CardHeader","title":"11. Alumni Giving — Past 4 Years","subtitle":"Total donations ($M)"},
+{"id":"alChart","component":"BarChart","labels":["2022","2023","2024","2025"],"series":["alSeries"],"yLabel":"$M"},
+{"id":"alSeries","component":"Series","category":"Giving ($M)","values":[8.2,9.6,11.3,12.8]},
+
+{"id":"waitlistCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["wlHdr","wlChart","wlSeries"]},
+{"id":"wlHdr","component":"CardHeader","title":"14. Waitlisted Students per Program"},
+{"id":"wlChart","component":"BarChart","labels":["Computer Science","Business","Engineering","Nursing","Arts & Sciences"],"series":["wlSeries"],"variant":"grouped"},
+{"id":"wlSeries","component":"Series","category":"Waitlisted","values":[640,410,380,290,150]},
+
+{"id":"approveCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["apHdr","apForm"]},
+{"id":"apHdr","component":"CardHeader","title":"15. Approve a New Course"},
+{"id":"apForm","component":"Form","name":"courseApproval","fields":["apCode","apTitle","apDept","apCredits"],"buttons":"apButtons"},
+{"id":"apCode","component":"FormControl","label":"Course Code","input":"apCodeIn"},
+{"id":"apCodeIn","component":"Input","name":"courseCode","placeholder":"e.g. CS 405"},
+{"id":"apTitle","component":"FormControl","label":"Course Title","input":"apTitleIn"},
+{"id":"apTitleIn","component":"Input","name":"courseTitle","placeholder":"e.g. Machine Learning Systems"},
+{"id":"apDept","component":"FormControl","label":"Department","input":"apDeptIn"},
+{"id":"apDeptIn","component":"Select","name":"courseDept","placeholder":"Select department","items":["di2","di3","di4","di5"]},
+{"id":"apCredits","component":"FormControl","label":"Credit Hours","input":"apCreditsIn"},
+{"id":"apCreditsIn","component":"Input","name":"credits","type":"number","placeholder":"3"},
+{"id":"apButtons","component":"Buttons","buttons":["apApprove","apReject"]},
+{"id":"apApprove","component":"Button","label":"Approve Course","variant":"primary","action":["submit"]},
+{"id":"apReject","component":"Button","label":"Reject","variant":"secondary","type":"destructive","action":["reject"]},
+
+{"id":"msgCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["msgHdr","msgForm"]},
+{"id":"msgHdr","component":"CardHeader","title":"16. Send a Message to a Student Group"},
+{"id":"msgForm","component":"Form","name":"groupMessage","fields":["msgGroup","msgBody"],"buttons":"msgButtons"},
+{"id":"msgGroup","component":"FormControl","label":"Recipient Group","input":"msgGroupIn"},
+{"id":"msgGroupIn","component":"Select","name":"recipientGroup","placeholder":"Select group","items":["mg1","mg2","mg3","mg4"]},
+{"id":"mg1","component":"SelectItem","value":"at-risk","label":"Students at Academic Risk"},
+{"id":"mg2","component":"SelectItem","value":"waitlisted","label":"Waitlisted Applicants"},
+{"id":"mg3","component":"SelectItem","value":"housing","label":"Residence Hall Students"},
+{"id":"mg4","component":"SelectItem","value":"seniors","label":"Graduating Seniors"},
+{"id":"msgBody","component":"FormControl","label":"Message","input":"msgBodyIn","hint":"Sent via email and campus portal"},
+{"id":"msgBodyIn","component":"TextArea","name":"message","placeholder":"Type your announcement...","rows":4},
+{"id":"msgButtons","component":"Buttons","buttons":["msgSend"]},
+{"id":"msgSend","component":"Button","label":"Send Message","variant":"primary","action":["send"]}
+]}}
+</a2ui-json>
+
+All 16 items are covered: enrollment KPI + 5-year line chart (1), applications bar chart (2), acceptance rate progress (3), tuition revenue KPI (4), course fill table (5), teaching load chart (6), at-risk students alert + table (7), scholarship budget progress (8), housing occupancy bars (9), events list (10), alumni giving chart (11), department selector (12), semester comparison chart (13), waitlist chart (14), course approval form (15), and group messaging form (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..5b6c5ff2f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r3.txt
@@ -0,0 +1,516 @@
+Here's a comprehensive University Administrator Overview dashboard covering all 16 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E3A8A",
+        "agentDisplayName": "University Admin Console"
+      },
+      "sendDataModel": true
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "page-title",
+            "dept-select-card",
+            "kpi-row",
+            "charts-row1",
+            "charts-row2",
+            "charts-row3",
+            "tables-row",
+            "semester-compare-card",
+            "events-card",
+            "actions-card",
+            "followups"
+          ]
+        },
+        {
+          "id": "page-title",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Fall 2025 — institutional dashboard across enrollment, finance, academics, and operations"
+        },
+
+        {
+          "id": "dept-select-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dept-header", "dept-select"]
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "Department Focus",
+          "subtitle": "Filter the dashboard to a single department"
+        },
+        {
+          "id": "dept-select",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "All departments",
+          "items": ["dept-all", "dept-cs", "dept-bio", "dept-eng", "dept-bus", "dept-arts"]
+        },
+        {"id": "dept-all", "component": "SelectItem", "value": "all", "label": "All Departments"},
+        {"id": "dept-cs", "component": "SelectItem", "value": "cs", "label": "Computer Science"},
+        {"id": "dept-bio", "component": "SelectItem", "value": "bio", "label": "Biology"},
+        {"id": "dept-eng", "component": "SelectItem", "value": "eng", "label": "Engineering"},
+        {"id": "dept-bus", "component": "SelectItem", "value": "bus", "label": "Business"},
+        {"id": "dept-arts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities"},
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-enroll", "kpi-accept", "kpi-revenue", "kpi-scholarship"]
+        },
+        {
+          "id": "kpi-enroll",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-enroll-t", "kpi-enroll-v", "kpi-enroll-s"]
+        },
+        {"id": "kpi-enroll-t", "component": "TextContent", "text": "Total Enrollment", "size": "small"},
+        {"id": "kpi-enroll-v", "component": "TextContent", "text": "12,480 students", "size": "large-heavy"},
+        {"id": "kpi-enroll-s", "component": "TextContent", "text": "▲ +4.2% vs last year", "size": "small"},
+        {
+          "id": "kpi-accept",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-accept-t", "kpi-accept-v", "kpi-accept-s"]
+        },
+        {"id": "kpi-accept-t", "component": "TextContent", "text": "Acceptance Rate", "size": "small"},
+        {"id": "kpi-accept-v", "component": "TextContent", "text": "38.5%", "size": "large-heavy"},
+        {"id": "kpi-accept-s", "component": "TextContent", "text": "9,240 offers from 24,000 applications", "size": "small"},
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-rev-t", "kpi-rev-v", "kpi-rev-s"]
+        },
+        {"id": "kpi-rev-t", "component": "TextContent", "text": "Tuition Revenue (This Year)", "size": "small"},
+        {"id": "kpi-rev-v", "component": "TextContent", "text": "$186.4M", "size": "large-heavy"},
+        {"id": "kpi-rev-s", "component": "TextContent", "text": "▲ +6.1% vs last year", "size": "small"},
+        {
+          "id": "kpi-scholarship",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-sch-t", "kpi-sch-v", "kpi-sch-p"]
+        },
+        {"id": "kpi-sch-t", "component": "TextContent", "text": "Scholarship Budget Used", "size": "small"},
+        {"id": "kpi-sch-v", "component": "TextContent", "text": "$22.8M of $30.0M", "size": "large-heavy"},
+        {"id": "kpi-sch-p", "component": "Progress", "value": 76, "label": "76% of budget disbursed"},
+
+        {
+          "id": "charts-row1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["enroll-trend-card", "apps-program-card"]
+        },
+        {
+          "id": "enroll-trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["enroll-trend-h", "enroll-trend"]
+        },
+        {"id": "enroll-trend-h", "component": "CardHeader", "title": "Total Enrollment — 5-Year Trend"},
+        {
+          "id": "enroll-trend",
+          "component": "LineChart",
+          "labels": ["2021", "2022", "2023", "2024", "2025"],
+          "series": ["enroll-series"],
+          "xLabel": "Academic Year",
+          "yLabel": "Students"
+        },
+        {"id": "enroll-series", "component": "Series", "category": "Enrollment", "values": [10980, 11320, 11650, 11980, 12480]},
+        {
+          "id": "apps-program-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["apps-program-h", "apps-program", "waitlist-h", "waitlist-chart"]
+        },
+        {"id": "apps-program-h", "component": "CardHeader", "title": "Applications by Program"},
+        {
+          "id": "apps-program",
+          "component": "HorizontalBarChart",
+          "labels": ["Computer Science", "Business", "Engineering", "Biology", "Arts & Humanities"],
+          "series": ["apps-series"],
+          "yLabel": "Program",
+          "xLabel": "Applications"
+        },
+        {"id": "apps-series", "component": "Series", "category": "Applications", "values": [6800, 5400, 4600, 3900, 3300]},
+        {"id": "waitlist-h", "component": "CardHeader", "title": "Waitlisted Students per Program"},
+        {
+          "id": "waitlist-chart",
+          "component": "BarChart",
+          "labels": ["Computer Science", "Business", "Engineering", "Biology", "Arts & Humanities"],
+          "series": ["waitlist-series"],
+          "xLabel": "Program",
+          "yLabel": "Waitlisted"
+        },
+        {"id": "waitlist-series", "component": "Series", "category": "Waitlisted", "values": [420, 310, 260, 180, 140]},
+
+        {
+          "id": "charts-row2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["course-fill-card", "accept-card", "housing-card"]
+        },
+        {
+          "id": "course-fill-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["course-fill-h", "course-fill"]
+        },
+        {"id": "course-fill-h", "component": "CardHeader", "title": "Course Fill Rates", "subtitle": "Percent of seats filled per offering"},
+        {
+          "id": "course-fill",
+          "component": "HorizontalBarChart",
+          "labels": ["CS 101 Intro", "CS 210 Data Structures", "BIO 150", "ENG 220", "BUS 300", "ART 110"],
+          "series": ["fill-series"],
+          "yLabel": "Course",
+          "xLabel": "% Full"
+        },
+        {"id": "fill-series", "component": "Series", "category": "% Full", "values": [98, 92, 85, 76, 64, 52]},
+        {
+          "id": "accept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["accept-h", "accept-pie"]
+        },
+        {"id": "accept-h", "component": "CardHeader", "title": "Admissions Outcomes"},
+        {
+          "id": "accept-pie",
+          "component": "PieChart",
+          "labels": ["Accepted", "Rejected", "Waitlisted"],
+          "values": [38.5, 56.0, 5.5],
+          "variant": "donut"
+        },
+        {
+          "id": "housing-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["housing-h", "housing-radial"]
+        },
+        {"id": "housing-h", "component": "CardHeader", "title": "Housing Occupancy", "subtitle": "By residence hall (% occupied)"},
+        {
+          "id": "housing-radial",
+          "component": "RadialChart",
+          "labels": ["North Hall", "South Hall", "Lakeside", "Oak Commons"],
+          "values": [96, 88, 92, 74]
+        },
+
+        {
+          "id": "charts-row3",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["alumni-card", "semester-mini-card"]
+        },
+        {
+          "id": "alumni-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["alumni-h", "alumni-chart"]
+        },
+        {"id": "alumni-h", "component": "CardHeader", "title": "Alumni Giving — Past 4 Years"},
+        {
+          "id": "alumni-chart",
+          "component": "AreaChart",
+          "labels": ["2022", "2023", "2024", "2025"],
+          "series": ["alumni-series"],
+          "xLabel": "Year",
+          "yLabel": "Giving ($M)"
+        },
+        {"id": "alumni-series", "component": "Series", "category": "Alumni Giving", "values": [8.2, 9.6, 11.4, 13.1]},
+        {
+          "id": "semester-mini-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["sem-mini-h", "sem-mini-chart"]
+        },
+        {"id": "sem-mini-h", "component": "CardHeader", "title": "This Semester vs Last", "subtitle": "Key metrics compared"},
+        {
+          "id": "sem-mini-chart",
+          "component": "BarChart",
+          "labels": ["Enrollment (k)", "Applications (k)", "Retention %", "Avg GPA x10"],
+          "series": ["sem-last", "sem-this"],
+          "variant": "grouped",
+          "xLabel": "Metric",
+          "yLabel": "Value"
+        },
+        {"id": "sem-last", "component": "Series", "category": "Spring 2025", "values": [12.0, 21.5, 91, 32]},
+        {"id": "sem-this", "component": "Series", "category": "Fall 2025", "values": [12.5, 24.0, 93, 33]},
+
+        {
+          "id": "tables-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["load-card", "risk-card"]
+        },
+        {
+          "id": "load-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["load-h", "load-table"]
+        },
+        {"id": "load-h", "component": "CardHeader", "title": "Teaching Load by Faculty Member"},
+        {
+          "id": "load-table",
+          "component": "Table",
+          "columns": ["load-c1", "load-c2", "load-c3", "load-c4"]
+        },
+        {"id": "load-c1", "component": "Col", "label": "Faculty", "data": ["Dr. Alvarez", "Dr. Chen", "Dr. Okafor", "Dr. Smith", "Dr. Patel"], "type": "string"},
+        {"id": "load-c2", "component": "Col", "label": "Department", "data": ["Computer Science", "Biology", "Engineering", "Business", "Arts"], "type": "string"},
+        {"id": "load-c3", "component": "Col", "label": "Courses", "data": [4, 3, 4, 2, 3], "type": "number"},
+        {"id": "load-c4", "component": "Col", "label": "Students Taught", "data": [412, 260, 385, 190, 145], "type": "number"},
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risk-h", "risk-alert", "risk-table"]
+        },
+        {"id": "risk-h", "component": "CardHeader", "title": "Students at Academic Risk"},
+        {"id": "risk-alert", "component": "Alert", "title": "142 students flagged", "description": "GPA below 2.0 or 2+ failed courses this semester. Advisors notified.", "variant": "warning"},
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["risk-c1", "risk-c2", "risk-c3", "risk-c4"]
+        },
+        {"id": "risk-c1", "component": "Col", "label": "Student ID", "data": ["S-10432", "S-20871", "S-31109", "S-40218", "S-51540"], "type": "string"},
+        {"id": "risk-c2", "component": "Col", "label": "Program", "data": ["Engineering", "Business", "Biology", "Computer Science", "Arts"], "type": "string"},
+        {"id": "risk-c3", "component": "Col", "label": "GPA", "data": [1.6, 1.8, 1.9, 1.4, 1.7], "type": "number"},
+        {"id": "risk-c4", "component": "Col", "label": "Failed Courses", "data": [3, 2, 2, 4, 2], "type": "number"},
+
+        {
+          "id": "semester-compare-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["sem-h", "sem-table"]
+        },
+        {"id": "sem-h", "component": "CardHeader", "title": "Semester Comparison Detail", "subtitle": "Fall 2025 vs Spring 2025"},
+        {
+          "id": "sem-table",
+          "component": "Table",
+          "columns": ["sem-c1", "sem-c2", "sem-c3", "sem-c4"]
+        },
+        {"id": "sem-c1", "component": "Col", "label": "Metric", "data": ["Enrollment", "Applications", "Retention", "Avg GPA", "Tuition Revenue", "Course Fill Rate"], "type": "string"},
+        {"id": "sem-c2", "component": "Col", "label": "Spring 2025", "data": ["11,980", "21,500", "91%", "3.2", "$175.7M", "78%"], "type": "string"},
+        {"id": "sem-c3", "component": "Col", "label": "Fall 2025", "data": ["12,480", "24,000", "93%", "3.3", "$186.4M", "83%"], "type": "string"},
+        {"id": "sem-c4", "component": "Col", "label": "Change", "data": ["+4.2%", "+11.6%", "+2 pts", "+0.1", "+6.1%", "+5 pts"], "type": "string"},
+
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["events-h", "events-list"]
+        },
+        {"id": "events-h", "component": "CardHeader", "title": "Campus Events This Month"},
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev1", "ev2", "ev3", "ev4", "ev5"]
+        },
+        {"id": "ev1", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Oct 11–12 · Alumni Center · 2,400 expected"},
+        {"id": "ev2", "component": "ListItem", "title": "Career & Internship Fair", "subtitle": "Oct 15 · Student Union · 120 employers"},
+        {"id": "ev3", "component": "ListItem", "title": "Research Symposium", "subtitle": "Oct 18 · Science Hall · 85 presentations"},
+        {"id": "ev4", "component": "ListItem", "title": "Fall Music Festival", "subtitle": "Oct 22 · Amphitheater · Open to public"},
+        {"id": "ev5", "component": "ListItem", "title": "Board of Trustees Meeting", "subtitle": "Oct 28 · Admin Building · Closed session"},
+
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["course-form-card", "msg-form-card"]
+        },
+        {
+          "id": "course-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["course-form-h", "course-form"]
+        },
+        {"id": "course-form-h", "component": "CardHeader", "title": "Approve a New Course"},
+        {
+          "id": "course-form",
+          "component": "Form",
+          "name": "newCourseApproval",
+          "fields": ["fc-code", "fc-title", "fc-dept", "fc-credits"],
+          "buttons": "course-form-buttons"
+        },
+        {"id": "fc-code", "component": "FormControl", "label": "Course Code", "input": "in-code"},
+        {"id": "in-code", "component": "Input", "name": "courseCode", "placeholder": "e.g., CS 340", "type": "text"},
+        {"id": "fc-title", "component": "FormControl", "label": "Course Title", "input": "in-title"},
+        {"id": "in-title", "component": "Input", "name": "courseTitle", "placeholder": "e.g., Machine Learning", "type": "text"},
+        {"id": "fc-dept", "component": "FormControl", "label": "Department", "input": "in-dept"},
+        {
+          "id": "in-dept",
+          "component": "Select",
+          "name": "courseDept",
+          "placeholder": "Select department",
+          "items": ["cd-cs", "cd-bio", "cd-eng", "cd-bus", "cd-arts"]
+        },
+        {"id": "cd-cs", "component": "SelectItem", "value": "cs", "label": "Computer Science"},
+        {"id": "cd-bio", "component": "SelectItem", "value": "bio", "label": "Biology"},
+        {"id": "cd-eng", "component": "SelectItem", "value": "eng", "label": "Engineering"},
+        {"id": "cd-bus", "component": "SelectItem", "value": "bus", "label": "Business"},
+        {"id": "cd-arts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities"},
+        {"id": "fc-credits", "component": "FormControl", "label": "Credits", "input": "in-credits", "hint": "1–6 credit hours"},
+        {"id": "in-credits", "component": "Input", "name": "credits", "placeholder": "3", "type": "number"},
+        {
+          "id": "course-form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-approve", "btn-reject"]
+        },
+        {"id": "btn-approve", "component": "Button", "label": "Approve Course", "variant": "primary"},
+        {"id": "btn-reject", "component": "Button", "label": "Reject", "variant": "secondary", "type": "destructive"},
+
+        {
+          "id": "msg-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["msg-form-h", "msg-form"]
+        },
+        {"id": "msg-form-h", "component": "CardHeader", "title": "Message a Student Group"},
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "studentGroupMessage",
+          "fields": ["fc-group", "fc-subject", "fc-body"],
+          "buttons": "msg-form-buttons"
+        },
+        {"id": "fc-group", "component": "FormControl", "label": "Student Group", "input": "in-group"},
+        {
+          "id": "in-group",
+          "component": "Select",
+          "name": "studentGroup",
+          "placeholder": "Select group",
+          "items": ["sg-all", "sg-risk", "sg-honors", "sg-international", "sg-seniors"]
+        },
+        {"id": "sg-all", "component": "SelectItem", "value": "all", "label": "All Students"},
+        {"id": "sg-risk", "component": "SelectItem", "value": "at-risk", "label": "At-Risk Students"},
+        {"id": "sg-honors", "component": "SelectItem", "value": "honors", "label": "Honors Program"},
+        {"id": "sg-international", "component": "SelectItem", "value": "international", "label": "International Students"},
+        {"id": "sg-seniors", "component": "SelectItem", "value": "seniors", "label": "Graduating Seniors"},
+        {"id": "fc-subject", "component": "FormControl", "label": "Subject", "input": "in-subject"},
+        {"id": "in-subject", "component": "Input", "name": "subject", "placeholder": "Message subject", "type": "text"},
+        {"id": "fc-body", "component": "FormControl", "label": "Message", "input": "in-body"},
+        {"id": "in-body", "component": "TextArea", "name": "message", "placeholder": "Write your message to the group…", "rows": 4},
+        {
+          "id": "msg-form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-send", "btn-draft"]
+        },
+        {"id": "btn-send", "component": "Button", "label": "Send Message", "variant": "primary"},
+        {"id": "btn-draft", "component": "Button", "label": "Save Draft", "variant": "tertiary"},
+
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu1", "fu2", "fu3"]
+        },
+        {"id": "fu1", "component": "FollowUpItem", "text": "Show enrollment detail for Computer Science"},
+        {"id": "fu2", "component": "FollowUpItem", "text": "Export the at-risk student report"},
+        {"id": "fu3", "component": "FollowUpItem", "text": "Break down tuition revenue by program"}
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen dashboard covers all 16 requirements:
+
+1. **Enrollment trend** — 5-year line chart with KPI card (12,480, +4.2%)
+2. **Applications by program** — horizontal bar chart
+3. **Acceptance rate** — KPI (38.5%) plus donut chart of admissions outcomes
+4. **Tuition revenue** — KPI card ($186.4M)
+5. **Course fill rates** — horizontal bar chart of % full per offering
+6. **Teaching load** — faculty table with courses and students taught
+7. **At-risk students** — warning alert + table of flagged students
+8. **Scholarship budget** — KPI with progress bar ($22.8M / $30M, 76%)
+9. **Housing occupancy** — radial chart by residence hall
+10. **Campus events** — numbered list of this month's events
+11. **Alumni giving** — 4-year area chart
+12. **Department focus** — department selector at top
+13. **Semester comparison** — grouped bar chart + detailed comparison table
+14. **Waitlisted students** — bar chart per program
+15. **Approve new course** — form with approve/reject buttons
+16. **Message student group** — form with group selector and send action
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..a9fa30b51
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/a2ui__b5-university__r4.txt
@@ -0,0 +1,117 @@
+Here's a comprehensive university administrator dashboard covering all 16 items:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"admin-dash","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E40AF","agentDisplayName":"University Admin"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"admin-dash","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","deptSel","kpiRow","enrollCard","appsCard","compareCard","capacityCard","loadCard","riskCard","finRow","housingCard","eventsCard","alumniCard","waitlistCard","actionsCard"]},
+{"id":"hdr","component":"CardHeader","title":"University Administrator Overview","subtitle":"Fall 2025 · All campuses"},
+{"id":"deptSel","component":"Select","name":"department","placeholder":"Focus on a department…","items":["di1","di2","di3","di4","di5"]},
+{"id":"di1","component":"SelectItem","value":"all","label":"All Departments"},
+{"id":"di2","component":"SelectItem","value":"cs","label":"Computer Science"},
+{"id":"di3","component":"SelectItem","value":"bus","label":"Business"},
+{"id":"di4","component":"SelectItem","value":"eng","label":"Engineering"},
+{"id":"di5","component":"SelectItem","value":"arts","label":"Arts & Sciences"},
+{"id":"kpiRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["kpi1","kpi2","kpi3"]},
+{"id":"kpi1","component":"Card","variant":"sunk","children":["kpi1t"]},
+{"id":"kpi1t","component":"TextContent","text":"**Total Enrollment**\n\n# 18,432\n↑ 2.1% vs last year"},
+{"id":"kpi2","component":"Card","variant":"sunk","children":["kpi2t"]},
+{"id":"kpi2t","component":"TextContent","text":"**Acceptance Rate**\n\n# 34.6%\n↓ from 37.2%"},
+{"id":"kpi3","component":"Card","variant":"sunk","children":["kpi3t"]},
+{"id":"kpi3t","component":"TextContent","text":"**Tuition Revenue (This Year)**\n\n# $214.7M\n96% of target"},
+{"id":"enrollCard","component":"Card","children":["enrollHdr","enrollChart","enrollS1","enrollS2"]},
+{"id":"enrollHdr","component":"CardHeader","title":"1. Total Enrollment — 5-Year Trend"},
+{"id":"enrollChart","component":"LineChart","labels":["2021","2022","2023","2024","2025"],"series":["enrollS1","enrollS2"],"xLabel":"Year","yLabel":"Students"},
+{"id":"enrollS1","component":"Series","category":"Undergraduate","values":[13200,13650,14100,14520,14980]},
+{"id":"enrollS2","component":"Series","category":"Graduate","values":[3100,3250,3310,3520,3452]},
+{"id":"appsCard","component":"Card","children":["appsHdr","appsChart","appsS"]},
+{"id":"appsHdr","component":"CardHeader","title":"2. Applications by Program"},
+{"id":"appsChart","component":"HorizontalBarChart","labels":["Computer Science","Business","Engineering","Nursing","Arts & Sciences","Law"],"series":["appsS"],"yLabel":"Applications"},
+{"id":"appsS","component":"Series","category":"Applications","values":[8200,6900,5400,4100,3800,2100]},
+{"id":"compareCard","component":"Card","children":["cmpHdr","cmpChart","cmpS1","cmpS2"]},
+{"id":"cmpHdr","component":"CardHeader","title":"13. This Semester vs Last Semester"},
+{"id":"cmpChart","component":"BarChart","labels":["Enrollment","Applications","Retention %","Avg GPA x25"],"series":["cmpS1","cmpS2"],"variant":"grouped"},
+{"id":"cmpS1","component":"Series","category":"Last Semester","values":[18044,14200,91,86]},
+{"id":"cmpS2","component":"Series","category":"This Semester","values":[18432,15300,92,87]},
+{"id":"capacityCard","component":"Card","children":["capHdr","capChart","capS"]},
+{"id":"capHdr","component":"CardHeader","title":"5. Course Offering Fill Rate (%)"},
+{"id":"capChart","component":"HorizontalBarChart","labels":["CS 101","CS 220","BUS 310","ENG 205","NUR 150","ART 110","LAW 401"],"series":["capS"],"variant":"stacked"},
+{"id":"capS","component":"Series","category":"% Full","values":[98,87,92,76,100,64,81]},
+{"id":"loadCard","component":"Card","children":["loadHdr","loadTbl","loadC1","loadC2","loadC3"]},
+{"id":"loadHdr","component":"CardHeader","title":"6. Teaching Load by Faculty Member"},
+{"id":"loadTbl","component":"Table","columns":["loadC1","loadC2","loadC3"]},
+{"id":"loadC1","component":"Col","label":"Faculty","data":["Dr. Alvarez","Dr. Chen","Dr. Okafor","Dr. Smith","Dr. Novak"]},
+{"id":"loadC2","component":"Col","label":"Courses","data":[4,3,5,2,4],"type":"number"},
+{"id":"loadC3","component":"Col","label":"Students Taught","data":[412,260,518,140,388],"type":"number"},
+{"id":"riskCard","component":"Card","children":["riskHdr","riskAlert","riskTbl","riskC1","riskC2","riskC3"]},
+{"id":"riskHdr","component":"CardHeader","title":"7. Students at Academic Risk"},
+{"id":"riskAlert","component":"Alert","variant":"warning","title":"86 students flagged","description":"GPA < 2.0 or attendance < 70%. Top cases below."},
+{"id":"riskTbl","component":"Table","columns":["riskC1","riskC2","riskC3"]},
+{"id":"riskC1","component":"Col","label":"Student ID","data":["S-10492","S-08731","S-11208","S-09554"]},
+{"id":"riskC2","component":"Col","label":"GPA","data":[1.4,1.6,1.7,1.9],"type":"number"},
+{"id":"riskC3","component":"Col","label":"Risk Factor","data":["Attendance","GPA","Both","GPA"]},
+{"id":"finRow","component":"Card","direction":"row","gap":"m","variant":"clear","children":["scholCard","revCard"]},
+{"id":"scholCard","component":"Card","children":["scholHdr","scholProg","scholTxt"]},
+{"id":"scholHdr","component":"CardHeader","title":"8. Scholarship Budget"},
+{"id":"scholProg","component":"Progress","value":72,"label":"$8.6M of $12.0M used"},
+{"id":"scholTxt","component":"TextContent","text":"$3.4M remaining for spring awards.","size":"small"},
+{"id":"revCard","component":"Card","children":["revHdr","revPie"]},
+{"id":"revHdr","component":"CardHeader","title":"4. Tuition Revenue Breakdown"},
+{"id":"revPie","component":"PieChart","labels":["Undergrad","Graduate","Online","Executive Ed"],"values":[142,38,24,10.7],"variant":"donut"},
+{"id":"housingCard","component":"Card","children":["houseHdr","houseChart","houseS"]},
+{"id":"houseHdr","component":"CardHeader","title":"9. Housing Occupancy"},
+{"id":"houseChart","component":"RadialChart","labels":["North Hall","South Hall","West Apts","East Hall","Grad Village"],"values":[96,88,100,79,92]},
+{"id":"houseS","component":"TextContent","text":"Overall occupancy: **91%** (4,102 / 4,508 beds). West Apts at full capacity.","size":"small"},
+{"id":"eventsCard","component":"Card","children":["evHdr","evTags","evList","ev1","ev2","ev3"]},
+{"id":"evHdr","component":"CardHeader","title":"10. Campus Events This Month"},
+{"id":"evTags","component":"TagBlock","tags":["Career Fair — Oct 8","Homecoming — Oct 12","Research Symposium — Oct 17","Family Weekend — Oct 24–26"]},
+{"id":"evList","component":"ListBlock","items":["ev1","ev2","ev3"],"variant":"number"},
+{"id":"ev1","component":"ListItem","title":"Career Fair","subtitle":"Oct 8 · Student Union · 120 employers"},
+{"id":"ev2","component":"ListItem","title":"Homecoming Game","subtitle":"Oct 12 · Stadium · Expected 22,000"},
+{"id":"ev3","component":"ListItem","title":"Research Symposium","subtitle":"Oct 17 · Science Center"},
+{"id":"alumniCard","component":"Card","children":["alHdr","alChart","alS"]},
+{"id":"alHdr","component":"CardHeader","title":"11. Alumni Giving — Past 4 Years"},
+{"id":"alChart","component":"AreaChart","labels":["2022","2023","2024","2025"],"series":["alS"],"yLabel":"$M"},
+{"id":"alS","component":"Series","category":"Giving ($M)","values":[9.2,10.8,12.4,14.1]},
+{"id":"waitlistCard","component":"Card","children":["wlHdr","wlChart","wlS"]},
+{"id":"wlHdr","component":"CardHeader","title":"14. Waitlisted Students per Program"},
+{"id":"wlChart","component":"BarChart","labels":["CS","Business","Engineering","Nursing","Arts & Sci","Law"],"series":["wlS"]},
+{"id":"wlS","component":"Series","category":"Waitlisted","values":[640,480,390,510,220,150]},
+{"id":"actionsCard","component":"Card","direction":"column","gap":"m","children":["actHdr","actTabs","tabCourse","tabMsg","courseForm","cc1","cc2","cc3","cc4","cInput1","cInput2","cInput3","cSelect","csi1","csi2","csi3","courseBtns","cb1","cb2","msgForm","mc1","mc2","mc3","mSelect","msi1","msi2","msi3","mInput","mArea","msgBtns","mb1"]},
+{"id":"actHdr","component":"CardHeader","title":"15 & 16. Administrative Actions"},
+{"id":"actTabs","component":"Tabs","items":["tabCourse","tabMsg"]},
+{"id":"tabCourse","component":"TabItem","value":"course","trigger":"Approve New Course","content":["courseForm"]},
+{"id":"tabMsg","component":"TabItem","value":"msg","trigger":"Message Student Group","content":["msgForm"]},
+{"id":"courseForm","component":"Form","name":"approveCourse","fields":["cc1","cc2","cc3","cc4"],"buttons":"courseBtns"},
+{"id":"cc1","component":"FormControl","label":"Course Title","input":"cInput1"},
+{"id":"cInput1","component":"Input","name":"title","placeholder":"e.g. Machine Learning Ethics"},
+{"id":"cc2","component":"FormControl","label":"Course Code","input":"cInput2"},
+{"id":"cInput2","component":"Input","name":"code","placeholder":"e.g. CS 482"},
+{"id":"cc3","component":"FormControl","label":"Credits","input":"cInput3"},
+{"id":"cInput3","component":"Input","name":"credits","type":"number","placeholder":"3"},
+{"id":"cc4","component":"FormControl","label":"Department","input":"cSelect"},
+{"id":"cSelect","component":"Select","name":"courseDept","items":["csi1","csi2","csi3"],"placeholder":"Select…"},
+{"id":"csi1","component":"SelectItem","value":"cs","label":"Computer Science"},
+{"id":"csi2","component":"SelectItem","value":"bus","label":"Business"},
+{"id":"csi3","component":"SelectItem","value":"eng","label":"Engineering"},
+{"id":"courseBtns","component":"Buttons","buttons":["cb1","cb2"]},
+{"id":"cb1","component":"Button","label":"Approve Course","variant":"primary"},
+{"id":"cb2","component":"Button","label":"Request Changes","variant":"secondary"},
+{"id":"msgForm","component":"Form","name":"messageGroup","fields":["mc1","mc2","mc3"],"buttons":"msgBtns"},
+{"id":"mc1","component":"FormControl","label":"Student Group","input":"mSelect"},
+{"id":"mSelect","component":"Select","name":"group","items":["msi1","msi2","msi3"],"placeholder":"Select group…"},
+{"id":"msi1","component":"SelectItem","value":"risk","label":"At-Risk Students"},
+{"id":"msi2","component":"SelectItem","value":"waitlist","label":"Waitlisted Applicants"},
+{"id":"msi3","component":"SelectItem","value":"seniors","label":"Graduating Seniors"},
+{"id":"mc2","component":"FormControl","label":"Subject","input":"mInput"},
+{"id":"mInput","component":"Input","name":"subject","placeholder":"Message subject"},
+{"id":"mc3","component":"FormControl","label":"Message","input":"mArea"},
+{"id":"mArea","component":"TextArea","name":"body","rows":4,"placeholder":"Type your message…"},
+{"id":"msgBtns","component":"Buttons","buttons":["mb1"]},
+{"id":"mb1","component":"Button","label":"Send Message","variant":"primary"}
+]}}
+</a2ui-json>
+
+All 16 items are covered: enrollment KPI + 5-year line chart (1), applications by program (2), acceptance rate KPI (3), tuition revenue KPI + donut (4), course fill rates (5), faculty load table (6), at-risk students alert + table (7), scholarship progress (8), housing radial chart (9), events list (10), alumni giving area chart (11), department selector (12), semester comparison (13), waitlist bar chart (14), course approval form (15), and the student-group messaging form (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..efc426951
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","amount-card","details-card","pay-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-041","subtitle":"From: Alex Rivera — Freelance Design"},"children":[]}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["amount-label","amount-value","status-badge"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amount":"2,450.00","currency":"USD","dueDate":"March 15, 2025","project":"Brand Identity & Website Redesign","client":"Northwind Studio"}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":"Unpaid","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/details-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["details-header","due-date","project-line","sep","line-items"]}}
+{"op":"add","path":"/elements/details-header","value":{"type":"TextContent","props":{"text":"Invoice Details","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"TextContent","props":{"text":{"$template":"**Due date:** ${/invoice/dueDate}"}},"children":[]}}
+{"op":"add","path":"/elements/project-line","value":{"type":"TextContent","props":{"text":{"$template":"**Project:** ${/invoice/project} — for ${/invoice/client}"}},"children":[]}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/line-items","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/lineItems","key":"id"},"children":["line-item"]}}
+{"op":"add","path":"/elements/line-item","value":{"type":"TextContent","props":{"text":{"$template":"${description} — $${price}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lineItems","value":[]}
+{"op":"add","path":"/state/lineItems/0","value":{"id":"1","description":"Logo & brand identity package","price":"1,500.00"}}
+{"op":"add","path":"/state/lineItems/1","value":{"id":"2","description":"Website homepage redesign","price":"750.00"}}
+{"op":"add","path":"/state/lineItems/2","value":{"id":"3","description":"Revisions (2 rounds)","price":"200.00"}}
+{"op":"add","path":"/elements/pay-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pay-callout","pay-buttons","paid-note"]}}
+{"op":"add","path":"/elements/pay-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Payment due March 15, 2025","description":"Pay securely online. Late payments incur a 5% monthly fee."},"children":[]}}
+{"op":"add","path":"/elements/pay-buttons","value":{"type":"Buttons","props":{"buttons":["pay-now","pay-later"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/pay-now","value":{"type":"Button","props":{"label":"Pay Now — USD 2,450.00","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/pay-later","value":{"type":"Button","props":{"label":"Remind Me Later","variant":"secondary","size":"large"},"children":[]}}
+{"op":"add","path":"/state/paid","value":false}
+{"op":"add","path":"/elements/paid-note","value":{"type":"Callout","props":{"variant":"success","title":"Payment received","description":"Thank you! A receipt has been sent to your email."},"visible":{"$state":"/paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..44614402c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,28 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","invoice-card","pay-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-047","subtitle":"From: Jane Doe — Freelance Design Studio"},"children":[]}}
+{"op":"add","path":"/elements/invoice-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["amount-label","amount-due","sep-1","due-row","status-row","sep-2","line-items"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"**Amount Due**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amount":"2,450.00","currency":"USD","dueDate":"March 15, 2025","status":"Unpaid","client":"Acme Corp"}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/due-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-label","due-date"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"**Due Date**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"**Status**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/sep-2","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/line-items","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","repeat":{"statePath":"/invoice/items","key":"id"}},"children":["line-item"]}}
+{"op":"add","path":"/state/invoice/items","value":[]}
+{"op":"add","path":"/state/invoice/items/0","value":{"id":"1","description":"Website redesign — homepage & landing pages","amount":"1,500.00"}}
+{"op":"add","path":"/state/invoice/items/1","value":{"id":"2","description":"Brand asset package (logo variations, icons)","amount":"650.00"}}
+{"op":"add","path":"/state/invoice/items/2","value":{"id":"3","description":"Revisions round (2 hours)","amount":"300.00"}}
+{"op":"add","path":"/elements/line-item","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["line-desc","line-amount"]}}
+{"op":"add","path":"/elements/line-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/line-amount","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/pay-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pay-info","pay-buttons","paid-callout"]}}
+{"op":"add","path":"/elements/pay-info","value":{"type":"TextContent","props":{"text":"Pay securely by card or bank transfer. A receipt will be emailed to you immediately after payment."},"children":[]}}
+{"op":"add","path":"/elements/pay-buttons","value":{"type":"Buttons","props":{"buttons":["pay-now-btn"],"direction":"column"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-btn","value":{"type":"Button","props":{"label":{"$template":"Pay Now — ${/invoice/currency} ${/invoice/amount}"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/paid-callout","value":{"type":"Callout","props":{"variant":"success","title":"Payment received","description":"Thank you! Your payment of USD 2,450.00 has been processed. A receipt has been sent to your email."},"visible":{"$state":"/invoice/paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..a4b83f586
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","amount-card","sep1","details","pay-btn","note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-047","subtitle":"From: Alex Rivera — Freelance Design"},"children":[]}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["amount-label","amount-value","status-tag"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amount":"2,450.00","currency":"USD","dueDate":"November 15, 2024","status":"Unpaid"}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/invoice/status"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/sep1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/details","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["due-label","due-value"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"Due date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"}},"children":[]}}
+{"op":"add","path":"/elements/pay-btn","value":{"type":"Button","props":{"label":{"$template":"Pay Now — ${/invoice/currency} ${/invoice/amount}"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/status","value":"Paid"}}},"children":[]}}
+{"op":"add","path":"/elements/note","value":{"type":"Callout","props":{"variant":"success","title":"Payment received","description":"Thank you! Your payment has been processed."},"visible":{"$state":"/invoice/status","eq":"Paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..923564cfe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","amount-card","due-card","summary","pay-section","footer-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-087","subtitle":"From: Jordan Reyes — Freelance Design Studio"},"children":[]}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["amount-label","amount-value","status-tag"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/invoice/status"},"variant":"warning","icon":"clock"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amount":"2,450.00","currency":"USD","dueDate":"April 15, 2025","status":"Awaiting Payment","client":"Acme Corp","description":"Brand identity & website design — March 2025"}}
+{"op":"add","path":"/elements/due-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-label","due-value"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"**Due Date**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/due-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":"info","title":"Services Rendered","description":{"$template":"${/invoice/description} — billed to ${/invoice/client}"}},"children":[]}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["pay-button","paid-callout"]}}
+{"op":"add","path":"/elements/pay-button","value":{"type":"Button","props":{"label":{"$template":"Pay Now — ${/invoice/currency} ${/invoice/amount}"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/paid-callout","value":{"type":"Callout","props":{"variant":"success","title":"Payment Successful","description":"Thank you! Your payment has been processed and a receipt has been emailed to you."}},"visible":{"$state":"/paid"},"children":[]}}
+{"op":"add","path":"/state/paid","value":false}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Late payments incur a 1.5% monthly fee. Questions? Reply to this invoice or email billing@jordanreyes.design","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..e38737a32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","soon-callout","meeting-card","attendees-card","join-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Next Up","subtitle":"A quick look at what's next on your calendar"},"children":[]}}
+{"op":"add","path":"/elements/soon-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Starting soon","description":{"$template":"Your next meeting begins ${/meeting/startsIn}. The call link is ready below."}},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-title-row","meeting-time-row","meeting-desc"]}}
+{"op":"add","path":"/elements/meeting-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true},"children":["meeting-title","meeting-platform"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/meeting/title"}},"children":[]}}
+{"op":"add","path":"/elements/meeting-platform","value":{"type":"Tag","props":{"text":{"$state":"/meeting/platform"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/meeting-time-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["time-tag","duration-tag","starts-tag"]}}
+{"op":"add","path":"/elements/time-tag","value":{"type":"Tag","props":{"text":{"$template":"${/meeting/dateLabel} · ${/meeting/startTime} – ${/meeting/endTime}"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/duration-tag","value":{"type":"Tag","props":{"text":{"$template":"${/meeting/duration}"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/starts-tag","value":{"type":"Tag","props":{"text":{"$template":"Starts ${/meeting/startsIn}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/meeting-desc","value":{"type":"TextContent","props":{"text":{"$state":"/meeting/agenda"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{}}
+{"op":"add","path":"/state/meeting/title","value":"Sprint Planning — Q3 Roadmap"}
+{"op":"add","path":"/state/meeting/platform","value":"Google Meet"}
+{"op":"add","path":"/state/meeting/dateLabel","value":"Today"}
+{"op":"add","path":"/state/meeting/startTime","value":"2:30 PM"}
+{"op":"add","path":"/state/meeting/endTime","value":"3:15 PM"}
+{"op":"add","path":"/state/meeting/duration","value":"45 min"}
+{"op":"add","path":"/state/meeting/startsIn","value":"in 12 min"}
+{"op":"add","path":"/state/meeting/link","value":"meet.google.com/sqp-q3rm-apex"}
+{"op":"add","path":"/state/meeting/host","value":"Maya Chen"}
+{"op":"add","path":"/state/meeting/agenda","value":"Agenda: sprint review, capacity planning, and Q3 roadmap sign-off."}
+{"op":"add","path":"/elements/attendees-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["attendees-heading","attendees-count"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"level":"h3","text":"Who's attending"},"children":[]}}
+{"op":"add","path":"/elements/attendees-count","value":{"type":"Badge","props":{"text":{"$template":"${/attendeeMeta/going} going · ${/attendeeMeta/pending} awaiting"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["attendee-left","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-info"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/attendeeMeta","value":{"going":4,"pending":1}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"a1","name":"Maya Chen","role":"Product Manager · Organizer","initials":"MC","status":"Accepted","statusVariant":"success"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"a2","name":"Jonas Weber","role":"Engineering Lead","initials":"JW","status":"Accepted","statusVariant":"success"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"a3","name":"Priya Nair","role":"Product Designer","initials":"PN","status":"Accepted","statusVariant":"success"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"a4","name":"Tom Alvarez","role":"QA Engineer","initials":"TA","status":"Maybe","statusVariant":"warning"}}
+{"op":"add","path":"/state/attendees/4","value":{"id":"a5","name":"Sara Lindqvist","role":"Data Analyst","initials":"SL","status":"Accepted","statusVariant":"success"}}
+{"op":"add","path":"/elements/join-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true,"gap":"s"},"children":["join-note","join-dialog"]}}
+{"op":"add","path":"/elements/join-note","value":{"type":"TextContent","props":{"text":{"$template":"Hosted by ${/meeting/host} · The room is open — hop in early to test your audio."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/join-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Join video call","triggerVariant":"default","title":"Join Sprint Planning?","description":{"$template":"${/meeting/platform} · ${/meeting/dateLabel} at ${/meeting/startTime}"},"content":["join-dialog-text","join-dialog-link"]},"children":[]}}
+{"op":"add","path":"/elements/join-dialog-text","value":{"type":"TextContent","props":{"text":"Use the link below to enter the meeting room. Make sure your mic and camera are ready before joining."},"children":[]}}
+{"op":"add","path":"/elements/join-dialog-link","value":{"type":"InlineCode","props":{"code":{"$state":"/meeting/link"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..94913c7e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","next-card","attendees-card","join-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"Your next calendar event at a glance"},"children":[]}}
+{"op":"add","path":"/elements/next-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-badge","meeting-title","meeting-time","meeting-desc"]}}
+{"op":"add","path":"/elements/meeting-badge","value":{"type":"Badge","props":{"text":"Next Meeting","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Product Roadmap Sync","startTime":"Today at 2:30 PM","description":"Quarterly priorities review with the product and design teams. We'll walk through the Q3 roadmap draft and align on launch dates.","location":"Zoom"}}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"🕐 Starts: ${/nextMeeting/startTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meeting-desc","value":{"type":"TextContent","props":{"text":{"$state":"/nextMeeting/description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendees-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"Heading","props":{"text":"Who's Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-info","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Accepted"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"a1","name":"Sarah Chen","role":"Product Manager (Organizer)","initials":"SC","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"a2","name":"Marcus Webb","role":"Engineering Lead","initials":"MW","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"a3","name":"Priya Nair","role":"Design Director","initials":"PN","status":"Tentative"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"a4","name":"Tom Alvarez","role":"Data Analyst","initials":"TA","status":"Accepted"}}
+{"op":"add","path":"/elements/join-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["join-info","join-btn"]}}
+{"op":"add","path":"/elements/join-info","value":{"type":"TextCallout","props":{"variant":"info","title":"Zoom Meeting","description":"The call link opens 10 minutes before the scheduled start."},"children":[]}}
+{"op":"add","path":"/elements/join-btn","value":{"type":"Button","props":{"label":"Join the Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}},"children":[]}}
+{"op":"add","path":"/state/joined","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..cf6abd8be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","next-callout","meeting-card","attendees-card","join-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next on Your Calendar","subtitle":"Here's what's coming up soonest"},"children":[]}}
+{"op":"add","path":"/elements/next-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Starting in 15 minutes","description":"Your next meeting begins at 10:30 AM today."},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-title","meeting-time","meeting-badge"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","startTime":"10:30 AM","duration":"45 min","location":"Zoom","joinUrl":"https://zoom.us/j/123456789"}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"**Starts at ${/meeting/startTime}** · ${/meeting/duration} · ${/meeting/location}"},"children":[]}}
+{"op":"add","path":"/elements/meeting-badge","value":{"type":"Tag","props":{"text":"Next Meeting","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/attendees-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"Heading","props":{"text":"Who's Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-item"]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","role":"Product Manager · Organizer"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Rivera","role":"Engineering Lead"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Patel","role":"UX Designer"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Tom Okafor","role":"Data Analyst"}}
+{"op":"add","path":"/elements/attendee-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"}},"children":[]}}
+{"op":"add","path":"/elements/join-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["join-button","join-link"]}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":"Join Call Now","variant":"primary","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/join-link","value":{"type":"TextContent","props":{"text":{"$template":"Link: ${/meeting/joinUrl}"},"size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..e0bcf0eef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","sep-1","meeting-card","attendees-section","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"Your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-tag-row","meeting-title","meeting-time","meeting-desc"]}}
+{"op":"add","path":"/elements/meeting-tag-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["tag-soon","tag-platform"]}}
+{"op":"add","path":"/elements/tag-soon","value":{"type":"Tag","props":{"text":"Starts in 25 min","icon":"clock","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/tag-platform","value":{"type":"Tag","props":{"text":{"$state":"/meeting/platform"},"icon":"video","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/meeting/title"}},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{}}
+{"op":"add","path":"/state/meeting/title","value":"Q3 Product Roadmap Review"}
+{"op":"add","path":"/state/meeting/platform","value":"Zoom"}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/meeting/startTime} – ${/meeting/endTime}"}},"children":[]}}
+{"op":"add","path":"/state/meeting/startTime","value":"Today, 2:30 PM"}
+{"op":"add","path":"/state/meeting/endTime","value":"3:00 PM"}
+{"op":"add","path":"/elements/meeting-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$state":"/meeting/description"}},"children":[]}}
+{"op":"add","path":"/state/meeting/description","value":"Weekly sync to review roadmap progress, unblock cross-team dependencies, and align on Q3 priorities."}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["attendees-heading","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"level":"h3","text":"Who's attending"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/meeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/state/meeting/attendees","value":[]}
+{"op":"add","path":"/state/meeting/attendees/0","value":{"id":"a1","name":"Sarah Chen","role":"Product Lead","initials":"SC","status":"Organizer"}}
+{"op":"add","path":"/state/meeting/attendees/1","value":{"id":"a2","name":"Marcus Webb","role":"Engineering Manager","initials":"MW","status":"Accepted"}}
+{"op":"add","path":"/state/meeting/attendees/2","value":{"id":"a3","name":"Priya Nair","role":"Design Lead","initials":"PN","status":"Accepted"}}
+{"op":"add","path":"/state/meeting/attendees/3","value":{"id":"a4","name":"Tom Alvarez","role":"Data Analyst","initials":"TA","status":"Tentative"}}
+{"op":"add","path":"/state/meeting/attendees/4","value":{"id":"a5","name":"Jordan Lee (You)","role":"Product Designer","initials":"JL","status":"Accepted"}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["attendee-info","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-text"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-text","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
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+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"role"}},"children":[]}}
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+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":{"$template":"Join ${/meeting/platform} call"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}},"children":[]}
+{"op":"add","path":"/state/joined","value":false}
+{"op":"add","path":"/elements/copy-button","value":{"type":"Button","props":{"label":"Copy meeting link","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/linkCopied","value":true}}},"children":[]}
+{"op":"add","path":"/state/linkCopied","value":false}
+{"op":"add","path":"/elements/join-callout","value":{"type":"Callout","props":{"variant":"success","title":"Joining the call","description":"Opening the meeting room… see you there!"},"visible":{"$state":"/joined"},"children":[]}}
+{"op":"add","path":"/elements/copy-callout","value":{"type":"Callout","props":{"variant":"info","title":"Link copied","description":"The meeting link is on your clipboard — share it with anyone who needs in."},"visible":{"$state":"/linkCopied"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..27eae1536
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r1.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["header","desc","perks","signup-form","success-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Product Weekly","subtitle":"A weekly newsletter for product people"},"children":[]}}
+{"op":"add","path":"/elements/desc","value":{"type":"TextContent","props":{"text":"Every Monday, subscribers get a 5-minute digest of the best product launches, growth tactics, and teardown analysis — curated from 100+ sources so you never miss what matters.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/perks","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["perk-1","perk-2","perk-3"]}}
+{"op":"add","path":"/elements/perk-1","value":{"type":"TextContent","props":{"text":"🚀 **Top launches** — the 5 most interesting product releases of the week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/perk-2","value":{"type":"TextContent","props":{"text":"📈 **Growth tactics** — one actionable strategy you can apply immediately","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/perk-3","value":{"type":"TextContent","props":{"text":"🔍 **Deep teardown** — a behind-the-scenes look at how one product wins","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"signup","buttons":"form-buttons","fields":["email-control"]},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"No spam, ever. Unsubscribe anytime."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/email"},"rules":[{"required":true,"message":"Email is required"},{"type":"email","message":"Enter a valid email address"}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
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+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/state/formValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"You're subscribed!","description":"Welcome aboard — your first issue arrives Monday morning."},"visible":{"$state":"/formValidation/valid","eq":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..48a0000e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r2.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"center"},"children":["header","desc","benefits","form","note","success"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Digest","subtitle":"A newsletter for product people"},"children":[]}}
+{"op":"add","path":"/elements/desc","value":{"type":"TextContent","props":{"text":"Every week, subscribers get a curated roundup of the best product launches, growth tactics, and industry insights — delivered straight to their inbox every Monday morning."},"children":[]}}
+{"op":"add","path":"/elements/benefits","value":{"type":"TagBlock","props":{"tags":["Product Launches","Growth Tactics","Industry Insights","No Spam"]},"children":[]}}
+{"op":"add","path":"/elements/form","value":{"type":"Form","props":{"name":"signup","buttons":"form-buttons","fields":["email-control"]},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email with anyone."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/form/email"},"rules":[{"type":"required","message":"Email is required"},{"type":"email","message":"Enter a valid email address"}]},"children":[]}}
+{"op":"add","path":"/state/form","value":{}}
+{"op":"add","path":"/state/form/email","value":""}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/state/formValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/success","value":{"type":"Callout","props":{"variant":"success","title":"You're subscribed!","description":"Check your inbox for a confirmation email. See you Monday!"},"visible":{"$state":"/formValidation/valid","eq":true},"children":[]}}
+{"op":"add","path":"/elements/note","value":{"type":"TextContent","props":{"text":"Join 12,000+ product managers, designers, and founders. Unsubscribe anytime.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..ceb78051a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r3.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["header","pitch","form","note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Pulse","subtitle":"A newsletter for product people, by product people"},"children":[]}}
+{"op":"add","path":"/elements/pitch","value":{"type":"TextContent","props":{"text":"Every Monday, subscribers get a 5-minute digest of the best product launches, teardown insights, and one actionable growth tactic — no fluff, ever."},"children":[]}}
+{"op":"add","path":"/elements/form","value":{"type":"Form","props":{"name":"newsletter-signup","buttons":"form-buttons","fields":["email-field"]},"children":[]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email. Unsubscribe anytime."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@company.com","type":"email","value":{"$bindState":"/email"},"rules":[{"required":"Email is required"}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/note","value":{"type":"Callout","props":{"variant":"success","title":"You're in!","description":"Welcome aboard — your first issue arrives Monday morning."},"visible":{"$state":"/subscribed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..5b80cf9a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-newsletter__r4.txt
@@ -0,0 +1,13 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","tag","sentence","separator","form","success-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Product Pulse","subtitle":"A weekly newsletter for product builders"},"children":[]}}
+{"op":"add","path":"/elements/tag","value":{"type":"Tag","props":{"text":"Every Friday","icon":"calendar","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/sentence","value":{"type":"TextContent","props":{"text":"Each week, subscribers get one concise roundup of the best product launches, teardown analysis, and growth tactics — curated by practitioners, readable in under five minutes.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/form","value":{"type":"Form","props":{"name":"signup","buttons":"subscribe-btn","fields":["email-control"]},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"No spam, ever. Unsubscribe anytime with one click."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"You're on the list!","description":"Thanks for subscribing — the next issue of The Product Pulse lands in your inbox Friday."},"visible":{"$state":"/subscribed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..2859e96fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r1.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hdr","status-card","eta-card","journey-card","report-card"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"CardHeader","props":{"title":"Delivery Tracking","subtitle":"Package #DLV-48291 · 1 item"},"children":[]}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["status-head","status-loc","status-updated","status-progress"]}}
+{"op":"add","path":"/elements/status-head","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["status-heading","status-tag"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Current Location","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/tracking/status"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/tracking","value":{}}
+{"op":"add","path":"/state/tracking/status","value":"In Transit"}
+{"op":"add","path":"/elements/status-loc","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/location"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/tracking/location","value":"Memphis Distribution Center — Memphis, TN"}
+{"op":"add","path":"/elements/status-updated","value":{"type":"TextContent","props":{"text":"Last scan: departed facility 12 minutes ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/tracking/progress"},"label":"Delivery progress"},"children":[]}}
+{"op":"add","path":"/state/tracking/progress","value":65}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Callout","props":{"variant":"info","title":"Estimated Delivery","description":{"$state":"/tracking/eta"}},"children":[]}}
+{"op":"add","path":"/state/tracking/eta","value":"Friday, March 7 · by 9:00 PM"}
+{"op":"add","path":"/elements/journey-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["journey-hdr","journey-steps"]}}
+{"op":"add","path":"/elements/journey-hdr","value":{"type":"CardHeader","props":{"title":"Delivery Journey"},"children":[]}}
+{"op":"add","path":"/elements/journey-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order placed","details":"Wed, March 5 · Shipping label created"},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Thu, March 6 · Picked up by carrier"},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In transit","details":"Current stop: Memphis, TN distribution center"},"children":[]}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for delivery","details":"Expected Friday morning"},"children":[]}}
+{"op":"add","path":"/elements/report-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["report-hdr","report-form","report-success"]}}
+{"op":"add","path":"/elements/report-hdr","value":{"type":"CardHeader","props":{"title":"Report a Problem","subtitle":"Something wrong with your delivery? Tell us and we'll make it right."},"children":[]}}
+{"op":"add","path":"/elements/report-form","value":{"type":"Form","props":{"name":"deliveryReport","buttons":"report-buttons","fields":["fc-issue","fc-details"]},"children":[]}}
+{"op":"add","path":"/state/report","value":{}}
+{"op":"add","path":"/state/report/issue","value":""}
+{"op":"add","path":"/state/report/details","value":""}
+{"op":"add","path":"/elements/fc-issue","value":{"type":"FormControl","props":{"label":"What's the problem?","input":"issue-select"},"children":[]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issue","placeholder":"Select an issue","items":["si-1","si-2","si-3","si-4"],"value":{"$bindState":"/report/issue"}},"children":[]}}
+{"op":"add","path":"/elements/si-1","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/si-2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/si-3","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Wrong delivery address"},"children":[]}}
+{"op":"add","path":"/elements/si-4","value":{"type":"SelectItem","props":{"value":"other","label":"Something else"},"children":[]}}
+{"op":"add","path":"/elements/fc-details","value":{"type":"FormControl","props":{"label":"Additional details","input":"details-input","hint":"Optional — anything that helps us resolve it faster"},"children":[]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe what happened...","rows":3,"value":{"$bindState":"/report/details"}},"children":[]}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["report-submit"]},"children":[]}}
+{"op":"add","path":"/elements/report-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
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+{"op":"add","path":"/state/reportSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..43c22274d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["order-header","status-band","current-location-card","eta-card","timeline-card","report-card","report-success"]}}
+{"op":"add","path":"/elements/order-header","value":{"type":"CardHeader","props":{"title":"Track Your Package","subtitle":{"$template":"Order ${/order/orderNumber}"}},"children":[]}}
+{"op":"add","path":"/state/order","value":{}}
+{"op":"add","path":"/state/order/orderNumber","value":"LDX-8492-1103"}
+{"op":"add","path":"/state/order/status","value":"In Transit"}
+{"op":"add","path":"/state/order/currentLocation","value":"Denver, CO — Distribution Center"}
+{"op":"add","path":"/state/order/lastScan","value":"Today, 9:42 AM"}
+{"op":"add","path":"/state/order/carrier","value":"SwiftShip Express"}
+{"op":"add","path":"/state/order/estimatedDelivery","value":"Friday, June 14"}
+{"op":"add","path":"/state/order/progress","value":60}
+{"op":"add","path":"/elements/status-band","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["status-row","progress-bar"]}}
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+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/order/status"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/last-scan","value":{"type":"TextContent","props":{"text":{"$template":"Last update: ${/order/lastScan}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$state":"/order/progress"},"label":"Delivery progress"},"children":[]}}
+{"op":"add","path":"/elements/current-location-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["loc-header","loc-value","loc-detail"]}}
+{"op":"add","path":"/elements/loc-header","value":{"type":"CardHeader","props":{"title":"Current Location","subtitle":"Where your package is right now"},"children":[]}}
+{"op":"add","path":"/elements/loc-value","value":{"type":"TextContent","props":{"text":{"$state":"/order/currentLocation"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/loc-detail","value":{"type":"TextContent","props":{"text":{"$template":"Scanned ${/order/lastScan} • Carrier: ${/order/carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["eta-header","eta-value","eta-note"]}}
+{"op":"add","path":"/elements/eta-header","value":{"type":"CardHeader","props":{"title":"Estimated Delivery"},"children":[]}}
+{"op":"add","path":"/elements/eta-value","value":{"type":"TextContent","props":{"text":{"$state":"/order/estimatedDelivery"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/eta-note","value":{"type":"TextContent","props":{"text":"Delivery window: 9:00 AM – 5:00 PM. We'll notify you if this changes.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["timeline-header","timeline-repeat"]}}
+{"op":"add","path":"/elements/timeline-header","value":{"type":"CardHeader","props":{"title":"Tracking History","subtitle":"Most recent first"},"children":[]}}
+{"op":"add","path":"/elements/timeline-repeat","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/trackingEvents","key":"id"},"children":["event-card"]}}
+{"op":"add","path":"/elements/event-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["event-desc","event-meta"]}}
+{"op":"add","path":"/elements/event-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-meta","value":{"type":"TextContent","props":{"text":{"$template":"${location} • ${timestamp}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/trackingEvents","value":[]}
+{"op":"add","path":"/state/trackingEvents/0","value":{"id":"evt-1","description":"Arrived at distribution center","location":"Denver, CO","timestamp":"Today, 9:42 AM"}}
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+{"op":"add","path":"/state/trackingEvents/3","value":{"id":"evt-4","description":"Package picked up by carrier","location":"St. Louis, MO","timestamp":"Mon, Jun 10, 8:03 AM"}}
+{"op":"add","path":"/state/trackingEvents/4","value":{"id":"evt-5","description":"Shipping label created","location":"St. Louis, MO","timestamp":"Sun, Jun 9, 4:47 PM"}}
+{"op":"add","path":"/elements/report-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["report-header","report-text","report-dialog"]}}
+{"op":"add","path":"/elements/report-header","value":{"type":"CardHeader","props":{"title":"Have a problem with this delivery?"},"children":[]}}
+{"op":"add","path":"/elements/report-text","value":{"type":"TextContent","props":{"text":"Late, damaged, or missing package? Let us know and we'll make it right.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","title":"Report a Delivery Problem","description":"Tell us what went wrong. We typically respond within 24 hours.","triggerVariant":"secondary","content":["problem-group","details-input","submit-report"]},"children":[]}}
+{"op":"add","path":"/elements/problem-group","value":{"type":"RadioGroup","props":{"name":"problemType","items":["pi-late","pi-damaged","pi-missing","pi-wrong"],"value":{"$bindState":"/report/type"}},"children":[]}}
+{"op":"add","path":"/elements/pi-late","value":{"type":"RadioItem","props":{"label":"Package is late","description":"Estimated delivery date has passed","value":"late"},"children":[]}}
+{"op":"add","path":"/elements/pi-damaged","value":{"type":"RadioItem","props":{"label":"Package damaged","description":"Box or contents arrived damaged","value":"damaged"},"children":[]}}
+{"op":"add","path":"/elements/pi-missing","value":{"type":"RadioItem","props":{"label":"Missing package","description":"Marked delivered but not received","value":"missing"},"children":[]}}
+{"op":"add","path":"/elements/pi-wrong","value":{"type":"RadioItem","props":{"label":"Wrong or missing items","description":"Contents don't match the order","value":"wrong"},"children":[]}}
+{"op":"add","path":"/state/report","value":{}}
+{"op":"add","path":"/state/report/type","value":""}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Add details (optional)","rows":3,"value":{"$bindState":"/report/details"}},"children":[]}}
+{"op":"add","path":"/state/report/details","value":""}
+{"op":"add","path":"/elements/submit-report","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/report-success","value":{"type":"Alert","props":{"title":"Report submitted","description":"Thanks for letting us know. Our support team will contact you within 24 hours.","variant":"success"},"visible":{"$state":"/reportSubmitted"},"children":[]}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..68d102604
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r3.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","status-card","location-card","eta-card","timeline-card","report-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":"Order #PKG-8412-3390 · Shipped via SwiftShip Express"},"children":[]}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Alert","props":{"title":"In Transit — On Schedule","description":"Your package is moving normally and there are no reported delays on its route.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/location-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["loc-heading","loc-row","loc-detail","loc-updated"]}}
+{"op":"add","path":"/elements/loc-heading","value":{"type":"Heading","props":{"text":"📍 Current Location","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/loc-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["loc-badge","loc-city"]}}
+{"op":"add","path":"/elements/loc-badge","value":{"type":"Badge","props":{"text":"In Transit","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/loc-city","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/currentLocation"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/tracking/currentLocation","value":"Denver Distribution Center, Denver, CO"}
+{"op":"add","path":"/elements/loc-detail","value":{"type":"TextContent","props":{"text":"Last scanned at the regional sorting facility. Departed on outbound truck toward **Austin, TX** at 6:42 AM local time."},"children":[]}}
+{"op":"add","path":"/elements/loc-updated","value":{"type":"TextContent","props":{"text":{"$template":"Last updated: ${/tracking/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tracking/lastUpdated","value":"Today at 8:15 AM"}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["eta-heading","eta-row","eta-progress","eta-note"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"📦 Estimated Delivery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/eta-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["eta-date","eta-tag"]}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/estimatedDelivery"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/tracking/estimatedDelivery","value":"Friday, March 14, 2025"}
+{"op":"add","path":"/elements/eta-tag","value":{"type":"Tag","props":{"text":"On Time","variant":"success","icon":"check"},"children":[]}}
+{"op":"add","path":"/elements/eta-progress","value":{"type":"Progress","props":{"value":{"$state":"/tracking/progress"},"label":"Journey progress"},"children":[]}}
+{"op":"add","path":"/state/tracking/progress","value":62}
+{"op":"add","path":"/elements/eta-note","value":{"type":"TextContent","props":{"text":"Delivery window: 9:00 AM – 5:00 PM. Signature will be required upon delivery.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["tl-heading","tl-steps"]}}
+{"op":"add","path":"/elements/tl-heading","value":{"type":"Heading","props":{"text":"Delivery Journey","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/tl-steps","value":{"type":"Steps","props":{"items":["tl-s1","tl-s2","tl-s3","tl-s4"]},"children":[]}}
+{"op":"add","path":"/elements/tl-s1","value":{"type":"StepsItem","props":{"title":"Order Picked Up","details":"March 10, 9:20 AM — Portland, OR. Package received by SwiftShip."},"children":[]}}
+{"op":"add","path":"/elements/tl-s2","value":{"type":"StepsItem","props":{"title":"Departed Origin Facility","details":"March 11, 2:05 PM — Portland Sort Center. Loaded for long-haul transport."},"children":[]}}
+{"op":"add","path":"/elements/tl-s3","value":{"type":"StepsItem","props":{"title":"Arrived at Denver Hub (Current)","details":"March 13, 5:58 AM — Denver Distribution Center. Sorted and dispatched on outbound truck."},"children":[]}}
+{"op":"add","path":"/elements/tl-s4","value":{"type":"StepsItem","props":{"title":"Out for Delivery & Delivered","details":"Expected March 14 — Austin, TX. Signature required."},"children":[]}}
+{"op":"add","path":"/elements/report-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["report-heading","report-desc","report-select","report-item-1","report-item-2","report-item-3","report-item-4","report-textarea","report-actions"]}}
+{"op":"add","path":"/elements/report-heading","value":{"type":"Heading","props":{"text":"🛠 Report a Problem","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/report-desc","value":{"type":"TextContent","props":{"text":"Something wrong with this delivery? Let us know and our support team will investigate within 24 hours.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/report-select","value":{"type":"Select","props":{"name":"problemType","items":["report-item-1","report-item-2","report-item-3","report-item-4"],"placeholder":"Select a problem type…","value":{"$bindState":"/report/problemType"}},"children":[]}}
+{"op":"add","path":"/state/report/problemType","value":""}
+{"op":"add","path":"/elements/report-item-1","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/report-item-2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/report-item-3","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but missing"},"children":[]}}
+{"op":"add","path":"/elements/report-item-4","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Wrong delivery address"},"children":[]}}
+{"op":"add","path":"/elements/report-textarea","value":{"type":"TextArea","props":{"name":"problemDetails","placeholder":"Describe the issue in detail…","rows":3,"value":{"$bindState":"/report/details"}},"children":[]}}
+{"op":"add","path":"/state/report/details","value":""}
+{"op":"add","path":"/elements/report-actions","value":{"type":"Buttons","props":{"buttons":["report-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/report-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/report-success","value":{"type":"Callout","props":{"variant":"success","title":"Report Submitted","description":"Thank you — our support team will contact you within 24 hours regarding order #PKG-8412-3390."},"visible":{"$state":"/report/submitted","eq":true},"children":[]}}
+{"op":"add","path":"/state/report/submitted","value":false}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","status-card","location-card","eta-card","timeline-card","report-card","report-success"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..a075afa5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-order__r4.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","status-card","progress-card","timeline-card","report-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":"Order #DLV-84921 · Carrier: SwiftShip Express"},"children":[]}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["status-badge","status-location","status-updated"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/tracking/status"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/state/tracking/status","value":"In Transit"}
+{"op":"add","path":"/elements/status-location","value":{"type":"TextContent","props":{"text":{"$template":"📍 Current location: **${/tracking/currentLocation}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/tracking/currentLocation","value":"Denver, CO — Regional Distribution Center"}
+{"op":"add","path":"/elements/status-updated","value":{"type":"TextContent","props":{"text":{"$template":"Last scanned ${/tracking/lastUpdate} — package departed the facility and is on the way to the next hub."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tracking/lastUpdate","value":"today at 6:42 AM"}
+{"op":"add","path":"/elements/progress-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["eta-heading","eta-date","eta-progress","eta-note"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$template":"🗓️ **${/tracking/eta}** (by end of day)"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/tracking/eta","value":"Friday, June 14"}
+{"op":"add","path":"/elements/eta-progress","value":{"type":"Progress","props":{"value":65,"label":"Journey progress: 65%"},"children":[]}}
+{"op":"add","path":"/elements/eta-note","value":{"type":"Callout","props":{"variant":"info","title":"On schedule","description":"Your package is moving normally and no delays are expected."},"children":[]}}
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["timeline-heading","timeline-steps"]}}
+{"op":"add","path":"/elements/timeline-heading","value":{"type":"Heading","props":{"text":"Delivery Timeline","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order placed — June 9","details":"Your order was confirmed and prepared for shipment."},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Picked up by carrier — June 10","details":"SwiftShip Express collected the package from the seller in Portland, OR."},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In transit — Denver, CO (current)","details":"Package departed the regional distribution center this morning."},"children":[]}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for delivery — pending","details":"Estimated arrival Friday, June 14 by end of day."},"children":[]}}
+{"op":"add","path":"/elements/report-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["report-heading","report-desc","report-dialog"]}}
+{"op":"add","path":"/elements/report-heading","value":{"type":"Heading","props":{"text":"Something wrong?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/report-desc","value":{"type":"TextContent","props":{"text":"Report a problem with this delivery and our support team will follow up within 24 hours."},"children":[]}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","title":"Report a Delivery Problem","description":"Tell us what happened with order #DLV-84921.","content":["report-form"],"triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/report-form","value":{"type":"Form","props":{"name":"reportProblem","buttons":"report-buttons","fields":["fc-issue","fc-details"]},"children":[]}}
+{"op":"add","path":"/elements/fc-issue","value":{"type":"FormControl","props":{"label":"Issue type","input":"issue-select","hint":"Choose the option that best describes the problem."},"children":[]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue…","items":["it-1","it-2","it-3","it-4"],"value":{"$bindState":"/report/issueType"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/it-1","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late"},"children":[]}}
+{"op":"add","path":"/elements/it-2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/it-3","value":{"type":"SelectItem","props":{"value":"lost","label":"Package appears lost"},"children":[]}}
+{"op":"add","path":"/elements/it-4","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Delivered to wrong address"},"children":[]}}
+{"op":"add","path":"/state/report/issueType","value":""}
+{"op":"add","path":"/elements/fc-details","value":{"type":"FormControl","props":{"label":"Details","input":"details-input","hint":"Include any relevant details (tracking events, photos, etc.)."},"children":[]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe the problem…","rows":4,"value":{"$bindState":"/report/details"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/report/details","value":""}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["report-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/report-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/report/validation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..2a3c8c622
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["header","desc","options-list","vote-status"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"Team Lunch Poll 🍽️","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/desc","value":{"type":"TextContent","props":{"text":"Where should we go for lunch on Friday?","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/options-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/options","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/state/options","value":[]}
+{"op":"add","path":"/state/options/0","value":{"id":"1","name":"Giuseppe's Trattoria","cuisine":"Italian","votes":4,"description":"Cozy spot known for fresh pasta and wood-fired pizza."}}
+{"op":"add","path":"/state/options/1","value":{"id":"2","name":"Sakura Sushi Bar","cuisine":"Japanese","votes":3,"description":"Fresh sushi rolls, ramen, and bento boxes."}}
+{"op":"add","path":"/state/options/2","value":{"id":"3","name":"El Camino Taqueria","cuisine":"Mexican","votes":5,"description":"Street-style tacos, burritos, and house-made salsas."}}
+{"op":"add","path":"/state/selectedOption","value":null}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["option-info","vote-btn"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["option-name","option-cuisine","option-desc","option-votes"]}}
+{"op":"add","path":"/elements/option-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/option-cuisine","value":{"type":"Tag","props":{"text":{"$item":"cuisine"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/option-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/option-votes","value":{"type":"TextContent","props":{"text":{"$template":"${votes} votes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-btn","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedOption","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/elements/vote-status","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":{"$template":"You voted for ${/selectedOption}. You can change your vote anytime."}},"visible":{"$state":"/selectedOption"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..c9564163d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","poll-question","options","vote-summary"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Team Lunch Poll","subtitle":"Cast your vote — poll closes Thursday at 5 PM"},"children":[]}}
+{"op":"add","path":"/elements/poll-question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/options","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"r1","name":"Bella Cucina","cuisine":"Italian","votes":4}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"r2","name":"Sakura Sushi","cuisine":"Japanese","votes":7}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"r3","name":"El Camino Taqueria","cuisine":"Mexican","votes":3}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","gap":"m"},"children":["option-info","vote-btn"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["option-name","option-cuisine"]}}
+{"op":"add","path":"/elements/option-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/option-cuisine","value":{"type":"Tag","props":{"text":{"$item":"cuisine"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/vote-btn","value":{"type":"Button","props":{"label":{"$template":"Vote (${votes})"},"variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/votedFor","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/votedFor","value":""}
+{"op":"add","path":"/elements/vote-summary","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":{"$template":"You voted for ${/votedFor}. You can change your vote until Thursday."}},"visible":{"$state":"/votedFor","neq":""},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..c5a57f330
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","question","options"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Team Lunch Poll","subtitle":"Cast your vote — one vote per person"},"children":[]}}
+{"op":"add","path":"/elements/question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"r1","name":"Taqueria El Sol","cuisine":"Mexican","detail":"Casual tacos and burritos, 5 min walk","votes":4}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"r2","name":"Nonna's Kitchen","cuisine":"Italian","detail":"Fresh pasta and wood-fired pizza","votes":6}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"r3","name":"Sakura Sushi Bar","cuisine":"Japanese","detail":"Sushi rolls, ramen, and bento boxes","votes":3}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["opt-row","opt-detail","opt-bar"]}}
+{"op":"add","path":"/elements/opt-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["opt-name","opt-votes"]}}
+{"op":"add","path":"/elements/opt-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${cuisine}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/opt-votes","value":{"type":"Tag","props":{"text":{"$template":"${votes} votes"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/opt-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/opt-bar","value":{"type":"Button","props":{"label":{"$template":"Vote for ${name}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/voted","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/voted","value":""}
+{"op":"add","path":"/elements/thanks","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":{"$template":"You voted for ${/voted}. See you Friday!"}},"visible":{"$state":"/voted","neq":""},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header","question","options","thanks"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..2e140709c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["header","list-label","options","sep","vote-card","confirmation"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Team poll · one vote per person · closes Thursday at 5 PM"},"children":[]}}
+{"op":"add","path":"/elements/list-label","value":{"type":"TextContent","props":{"text":"Current standings","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["option-info","option-votes"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["option-name","option-tag","option-desc"]}}
+{"op":"add","path":"/elements/option-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/option-tag","value":{"type":"Tag","props":{"text":{"$item":"cuisine"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/option-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/option-votes","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"none"},"children":["vote-count"]}}
+{"op":"add","path":"/elements/vote-count","value":{"type":"TextContent","props":{"text":{"$template":"${votes} votes"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"sakura","name":"Sakura Sushi","cuisine":"Japanese","description":"Fresh sushi rolls, ramen, and bento boxes just two blocks from the office.","votes":4}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"nonna","name":"Nonna's Trattoria","cuisine":"Italian","description":"Family-style pasta, wood-fired pizza, and great seating for big groups.","votes":6}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"camino","name":"El Camino Taqueria","cuisine":"Mexican","description":"Street tacos, burritos, and a famous salsa bar. Quick counter service.","votes":3}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/vote-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["vote-label","vote-radio","selection-text","vote-actions"]}}
+{"op":"add","path":"/elements/vote-label","value":{"type":"TextContent","props":{"text":"Cast your vote","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vote-radio","value":{"type":"RadioGroup","props":{"name":"lunchVote","items":["ri-sakura","ri-nonna","ri-camino"],"value":{"$bindState":"/userVote"}},"children":[]}}
+{"op":"add","path":"/elements/ri-sakura","value":{"type":"RadioGroup","props":{},"children":[]}}
+{"op":"add","path":"/elements/ri-sakura","value":{"type":"RadioItem","props":{"label":"Sakura Sushi","description":"Japanese · sushi & ramen","value":"Sakura Sushi"},"children":[]}}
+{"op":"add","path":"/elements/ri-nonna","value":{"type":"RadioItem","props":{"label":"Nonna's Trattoria","description":"Italian · pasta & pizza","value":"Nonna's Trattoria"},"children":[]}}
+{"op":"add","path":"/elements/ri-camino","value":{"type":"RadioItem","props":{"label":"El Camino Taqueria","description":"Mexican · tacos & burritos","value":"El Camino Taqueria"},"children":[]}}
+{"op":"add","path":"/state/userVote","value":""}
+{"op":"add","path":"/elements/selection-text","value":{"type":"TextContent","props":{"text":{"$template":"You selected: ${/userVote}"},"size":"small"},"visible":{"$state":"/userVote"},"children":[]}}
+{"op":"add","path":"/elements/vote-actions","value":{"type":"Buttons","props":{"buttons":["submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit vote","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/submitted","value":false}
+{"op":"add","path":"/elements/confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":{"$template":"Thanks! Your vote for ${/userVote} has been counted. Final results will be announced Thursday at 5 PM."}},"visible":[{"$state":"/submitted"},{"$state":"/userVote"}],"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..2d754770a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"profile"}
+{"op":"add","path":"/elements/profile","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["header-card","sep-1","bio-section","sep-2","message-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","header-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"alt":"Maya Chen","fallback":"MC"},"children":[]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["name-heading","role-row","contact-text"]}}
+{"op":"add","path":"/elements/name-heading","value":{"type":"Heading","props":{"level":"h1","text":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/state/person/name","value":"Maya Chen"}
+{"op":"add","path":"/elements/role-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["role-tag","dept-badge"]}}
+{"op":"add","path":"/elements/role-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/role"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/person/role","value":"Senior Product Designer"}
+{"op":"add","path":"/elements/dept-badge","value":{"type":"Badge","props":{"text":{"$state":"/person/department"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/person/department","value":"Design"}
+{"op":"add","path":"/elements/contact-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"📍 ${/person/location}  ·  ✉️ ${/person/email}"}},"children":[]}}
+{"op":"add","path":"/state/person/location","value":"San Francisco, CA"}
+{"op":"add","path":"/state/person/email","value":"maya.chen@company.com"}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["bio-heading","bio-text","skills-tags"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"level":"h3","text":"About"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/state/person/bio","value":"Maya leads product design for the mobile platform team, where she's spent the last four years shaping the design system used across all customer-facing apps. Before joining, she designed developer tools at a startup and taught night classes in typography. Off the clock she's usually sketching strangers on the 38-Geary or hunting for the city's best mapo tofu."}
+{"op":"add","path":"/elements/skills-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/person/skills"}},"children":[]}}
+{"op":"add","path":"/state/person/skills","value":[]}
+{"op":"add","path":"/state/person/skills/0","value":"Product Design"}
+{"op":"add","path":"/state/person/skills/1","value":"Design Systems"}
+{"op":"add","path":"/state/person/skills/2","value":"Prototyping"}
+{"op":"add","path":"/state/person/skills/3","value":"User Research"}
+{"op":"add","path":"/elements/sep-2","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["msg-heading","msg-form","sent-list"]}}
+{"op":"add","path":"/elements/msg-heading","value":{"type":"Heading","props":{"level":"h3","text":"Send Maya a message"},"children":[]}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"messageForm","buttons":"msg-buttons","fields":["msg-field"]},"children":[]}}
+{"op":"add","path":"/elements/msg-field","value":{"type":"FormControl","props":{"label":"Message","hint":"This lands directly in Maya's inbox.","input":"msg-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Maya — I saw your work on the new onboarding flow and wanted to ask…","rows":4,"value":{"$bindState":"/draftMessage"}},"children":[]}}
+{"op":"add","path":"/state/draftMessage","value":""}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/messages","value":{"id":"$id","text":{"$state":"/draftMessage"}},"clearStatePath":"/draftMessage"}}},"children":[]}}
+{"op":"add","path":"/elements/sent-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/messages","key":"id"},"children":["sent-item-card"]}}
+{"op":"add","path":"/elements/sent-item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sent-item-label","sent-item-text"]}}
+{"op":"add","path":"/elements/sent-item-label","value":{"type":"TextContent","props":{"size":"small-heavy","text":"✅ Message sent"},"children":[]}}
+{"op":"add","path":"/elements/sent-item-text","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"text"}},"children":[]}}
+{"op":"add","path":"/state/messages","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..6085208b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,19 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["avatar","name-block"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":"MC","alt":"Maya Chen"},"children":[]}}
+{"op":"add","path":"/elements/name-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["person-name","person-role","person-tags"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/person-tags","value":{"type":"TagBlock","props":{"tags":["Engineering","Platform Team","San Francisco"]},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","role":"Senior Software Engineer, Platform Team","bio":"Maya has been with the company for 6 years, leading the platform infrastructure team. She specializes in distributed systems, CI/CD pipelines, and developer tooling. Outside of work, she enjoys trail running and mentoring early-career engineers through the company's mentorship program."}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bio-header","bio-text"]}}
+{"op":"add","path":"/elements/bio-header","value":{"type":"CardHeader","props":{"title":"About"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["msg-header","msg-input","msg-button","msg-sent"]}}
+{"op":"add","path":"/elements/msg-header","value":{"type":"CardHeader","props":{"title":"Send a Message","subtitle":"Reach out to Maya directly"},"children":[]}}
+{"op":"add","path":"/elements/msg-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message to Maya...","rows":4,"value":{"$bindState":"/draftMessage"}},"children":[]}}
+{"op":"add","path":"/state/draftMessage","value":""}
+{"op":"add","path":"/elements/msg-button","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentMessages","value":{"id":"$id","text":{"$state":"/draftMessage"}},"clearStatePath":"/draftMessage"}}},"children":[]}}
+{"op":"add","path":"/elements/msg-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your message was delivered to Maya Chen."},"visible":{"$state":"/sentMessages/0"},"children":[]}}
+{"op":"add","path":"/state/sentMessages","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..701a09d73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":"https://i.pravatar.cc/150?img=32","alt":"Sarah Chen","fallback":"SC"},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["name","role","dept-tag"]}}
+{"op":"add","path":"/elements/name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role","value":{"type":"TextContent","props":{"text":{"$template":"${/person/role} · ${/person/department}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dept-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/location"},"icon":"📍","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Sarah Chen","role":"Senior Product Designer","department":"Design Team","location":"San Francisco, CA","bio":"Sarah has been designing intuitive product experiences for over 8 years. She leads the design system initiative and is passionate about accessibility, mentoring junior designers, and turning complex problems into simple, elegant interfaces. Outside of work, she's an avid trail runner and amateur potter."}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bio-header","bio-text"]}}
+{"op":"add","path":"/elements/bio-header","value":{"type":"CardHeader","props":{"title":"About"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["msg-header","msg-input","msg-actions","msg-sent"]}}
+{"op":"add","path":"/elements/msg-header","value":{"type":"CardHeader","props":{"title":"Send a Message","subtitle":"Your message will be delivered to Sarah's inbox"},"children":[]}}
+{"op":"add","path":"/elements/msg-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message to Sarah...","rows":4,"value":{"$bindState":"/draftMessage"}},"children":[]}}
+{"op":"add","path":"/state/draftMessage","value":""}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/msg-actions","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/msg-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent","description":"Sarah will get back to you soon."},"visible":{"$state":"/messageSent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..cd4d8c028
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Company Directory","subtitle":"People > Engineering > Maya Chen"},"children":[]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["avatar","identity"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":"https://i.pravatar.cc/150?img=47","alt":"Maya Chen","fallback":"MC"},"children":[]}}
+{"op":"add","path":"/elements/identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["name","role","tags"]}}
+{"op":"add","path":"/elements/name","value":{"type":"TextContent","props":{"text":{"$state":"/person/name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","role":"Senior Software Engineer","team":"Platform Infrastructure","email":"maya.chen@company.com","location":"San Francisco, CA","bio":"Maya has been with the company for 6 years, building and scaling the platform infrastructure that powers our core products. She specializes in distributed systems and API design, and previously led the migration to a microservices architecture. Outside of work, she mentors early-career engineers and enjoys trail running."}}
+{"op":"add","path":"/elements/role","value":{"type":"TextContent","props":{"text":{"$template":"${/person/role} · ${/person/team}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["tag-1","tag-2","tag-3"]}}
+{"op":"add","path":"/elements/tag-1","value":{"type":"Tag","props":{"text":"Engineering","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/tag-2","value":{"type":"Tag","props":{"text":"San Francisco","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/tag-3","value":{"type":"Tag","props":{"text":"Available","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["msg-heading","msg-form","sent-callout"]}}
+{"op":"add","path":"/elements/msg-heading","value":{"type":"Heading","props":{"text":"Send Maya a Message","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/msg-form","value":{"type":"Form","props":{"name":"messageForm","buttons":"msg-buttons","fields":["subject-field","message-field"]},"children":[]}}
+{"op":"add","path":"/elements/subject-field","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input"},"children":[]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"What's this about?","value":{"$bindState":"/draft/subject"}},"children":[]}}
+{"op":"add","path":"/state/draft/subject","value":""}
+{"op":"add","path":"/elements/message-field","value":{"type":"FormControl","props":{"label":"Message","input":"message-input","hint":"Maya typically responds within one business day."},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message here...","rows":4,"value":{"$bindState":"/draft/message"}},"children":[]}}
+{"op":"add","path":"/state/draft/message","value":""}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"buttons":["send-btn","clear-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/clear-btn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/draft/message","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/sent-callout","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent","description":"Your message has been delivered to Maya Chen."}},"visible":{"$state":"/messageSent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..a43d7c69d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["header","metrics","chart-card","table-card","insight","followup"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-Morning Revenue Check-in","subtitle":"Live snapshot · today, 11:04 AM"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"card"},"children":["metric-today","metric-compare"]}}
+{"op":"add","path":"/elements/metric-today","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["label-today","value-today","sub-today"]}}
+{"op":"add","path":"/elements/label-today","value":{"type":"Label","props":{"text":"REVENUE SO FAR TODAY"},"children":[]}}
+{"op":"add","path":"/elements/value-today","value":{"type":"TextContent","props":{"text":{"$state":"/todayTotalDisplay"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/todayTotalDisplay","value":"$1,247"}
+{"op":"add","path":"/elements/sub-today","value":{"type":"TextContent","props":{"text":"9 AM – 12 PM · 4 trading hours","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-compare","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["label-compare","value-compare","sub-compare"]}}
+{"op":"add","path":"/elements/label-compare","value":{"type":"Label","props":{"text":"VS SAME TIME YESTERDAY"},"children":[]}}
+{"op":"add","path":"/elements/value-compare","value":{"type":"TextContent","props":{"text":{"$template":"▲ +${/pctChange}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/pctChange","value":"8.4"}
+{"op":"add","path":"/elements/sub-compare","value":{"type":"TextContent","props":{"text":{"$template":"Yesterday by 11 AM: ${/yesterdaySameTimeDisplay}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/yesterdaySameTimeDisplay","value":"$1,150"}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-heading","chart","series-today","series-yesterday"]}}
+{"op":"add","path":"/elements/chart-heading","value":{"type":"Heading","props":{"text":"Hourly revenue: today vs yesterday","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":{"$state":"/hours"},"series":["series-today","series-yesterday"],"variant":"linear","xLabel":"Hour of day","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":"9 AM"}
+{"op":"add","path":"/state/hours/1","value":"10 AM"}
+{"op":"add","path":"/state/hours/2","value":"11 AM"}
+{"op":"add","path":"/state/hours/3","value":"12 PM (so far)"}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":{"$state":"/todayHourly"}},"children":[]}}
+{"op":"add","path":"/state/todayHourly","value":[]}
+{"op":"add","path":"/state/todayHourly/0","value":310}
+{"op":"add","path":"/state/todayHourly/1","value":290}
+{"op":"add","path":"/state/todayHourly/2","value":405}
+{"op":"add","path":"/state/todayHourly/3","value":242}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":{"$state":"/yesterdayHourly"}},"children":[]}}
+{"op":"add","path":"/state/yesterdayHourly","value":[]}
+{"op":"add","path":"/state/yesterdayHourly/0","value":288}
+{"op":"add","path":"/state/yesterdayHourly/1","value":254}
+{"op":"add","path":"/state/yesterdayHourly/2","value":361}
+{"op":"add","path":"/state/yesterdayHourly/3","value":247}
+{"op":"add","path":"/elements/table-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["table-heading","hourly-table"]}}
+{"op":"add","path":"/elements/table-heading","value":{"type":"Heading","props":{"text":"Hour-by-hour breakdown","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hourly-table","value":{"type":"Table","props":{"columns":["col-hour","col-today","col-yesterday","col-delta"]},"children":[]}}
+{"op":"add","path":"/elements/col-hour","value":{"type":"Col","props":{"label":"Hour","type":"string","data":{"$state":"/hours"}},"children":[]}}
+{"op":"add","path":"/elements/col-today","value":{"type":"Col","props":{"label":"Today ($)","type":"number","data":{"$state":"/todayHourly"}},"children":[]}}
+{"op":"add","path":"/elements/col-yesterday","value":{"type":"Col","props":{"label":"Yesterday ($)","type":"number","data":{"$state":"/yesterdayHourly"}},"children":[]}}
+{"op":"add","path":"/elements/col-delta","value":{"type":"Col","props":{"label":"Δ vs yesterday","type":"string","data":["+7.6%","+14.2%","+12.2%","-2.0%"]},"children":[]}}
+{"op":"add","path":"/elements/insight","value":{"type":"Alert","props":{"variant":"success","title":"Tracking ahead of yesterday","description":{"$template":"Revenue is up ${/pctChange}% compared with the same time yesterday, driven mainly by the 10–11 AM window. The current hour dipped slightly (-2%) — overall pace remains positive."}},"children":[]}}
+{"op":"add","path":"/elements/followup","value":{"type":"FollowUpBlock","props":{"items":["fu1","fu2","fu3"]},"children":[]}}
+{"op":"add","path":"/elements/fu1","value":{"type":"FollowUpItem","props":{"text":"Show the full-week revenue trend"},"children":[]}}
+{"op":"add","path":"/elements/fu2","value":{"type":"FollowUpItem","props":{"text":"What are today's top-selling items?"},"children":[]}}
+{"op":"add","path":"/elements/fu3","value":{"type":"FollowUpItem","props":{"text":"Alert me if today falls behind yesterday"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..c7934c453
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","summary-row","comparison","chart-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Maya ☀️","subtitle":"Mid-morning check-in · Today so far (as of 10:42 AM)"},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","justify":"around","align":"center"},"children":["rev-today","rev-yesterday","rev-diff"]}}
+{"op":"add","path":"/elements/rev-today","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["rev-today-label","rev-today-value"]}}
+{"op":"add","path":"/elements/rev-today-label","value":{"type":"TextContent","props":{"text":"Revenue today (so far)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-today-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/today/revenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"revenue":1284.5,"orders":47}}
+{"op":"add","path":"/elements/rev-yesterday","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["rev-yesterday-label","rev-yesterday-value"]}}
+{"op":"add","path":"/elements/rev-yesterday-label","value":{"type":"TextContent","props":{"text":"Same time yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-yesterday-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/yesterday/revenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/yesterday","value":{"revenue":1102.3,"orders":41}}
+{"op":"add","path":"/elements/rev-diff","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["rev-diff-label","rev-diff-tag"]}}
+{"op":"add","path":"/elements/rev-diff-label","value":{"type":"TextContent","props":{"text":"vs. yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-diff-tag","value":{"type":"Tag","props":{"text":"+16.5% ▲","variant":"success","size":"lg","icon":"trending-up"},"children":[]}}
+{"op":"add","path":"/elements/comparison","value":{"type":"Callout","props":{"variant":"success","title":"You're ahead of yesterday","description":"At this time yesterday you had $1,102.30 — today you're at $1,284.50, up $182.20 (+16.5%) with 6 more orders (47 vs 41)."},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Hourly revenue — today vs yesterday","subtitle":"Cumulative sales through the morning"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":["8 AM","9 AM","10 AM"],"series":["series-today","series-yesterday"],"xLabel":"Time of day","yLabel":"Cumulative revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[320,760,1284.5]},"children":[]}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[295,640,1102.3]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..595381dfc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,27 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats-row","chart-card","followups"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning — Today's Sales","subtitle":"Live snapshot as of 10:30 AM"},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-today","stat-yesterday","stat-delta"]}}
+{"op":"add","path":"/elements/stat-today","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-today-label","stat-today-value"]}}
+{"op":"add","path":"/elements/stat-today-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-today-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/today/revenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"revenue":1284.5,"label":"Today (until 10:30 AM)"}}
+{"op":"add","path":"/elements/stat-yesterday","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-yesterday-label","stat-yesterday-value"]}}
+{"op":"add","path":"/elements/stat-yesterday-label","value":{"type":"TextContent","props":{"text":"Same time yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-yesterday-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/yesterday/revenue}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/yesterday","value":{"revenue":1046.75,"label":"Yesterday (until 10:30 AM)"}}
+{"op":"add","path":"/elements/stat-delta","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-delta-label","stat-delta-badge","stat-delta-note"]}}
+{"op":"add","path":"/elements/stat-delta-label","value":{"type":"TextContent","props":{"text":"vs. yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-delta-badge","value":{"type":"Badge","props":{"text":{"$template":"▲ ${/comparison/percent}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/stat-delta-note","value":{"type":"TextContent","props":{"text":{"$template":"+$${/comparison/delta} ahead of yesterday's pace"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/comparison","value":{"delta":237.75,"percent":22.7,"trend":"up"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","chart","chart-note"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Hourly Revenue — Today vs Yesterday","subtitle":"Cumulative revenue through the morning"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":["8 AM","9 AM","10 AM","10:30 AM"],"series":["series-today","series-yesterday"],"variant":"natural","xLabel":"Time","yLabel":"Cumulative Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[210,640,1050,1284.5]},"children":[]}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[180,520,880,1046.75]},"children":[]}}
+{"op":"add","path":"/elements/chart-note","value":{"type":"Callout","props":{"variant":"success","title":"Strong morning","description":"Today's revenue is pacing 22.7% above yesterday at the same time, driven by a busy 9–10 AM rush."},"children":[]}}
+{"op":"add","path":"/elements/followups","value":{"type":"FollowUpBlock","props":{"items":["fu-1","fu-2","fu-3"]},"children":[]}}
+{"op":"add","path":"/elements/fu-1","value":{"type":"FollowUpItem","props":{"text":"Break down today's revenue by product category"},"children":[]}}
+{"op":"add","path":"/elements/fu-2","value":{"type":"FollowUpItem","props":{"text":"Show yesterday's full-day sales summary"},"children":[]}}
+{"op":"add","path":"/elements/fu-3","value":{"type":"FollowUpItem","props":{"text":"Alert me if today's pace drops below yesterday's"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..0756975d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats","comparison","chart-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true},"children":["header-copy","asof-tag"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["heading","subheading"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Shop revenue check-in","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subheading","value":{"type":"TextContent","props":{"text":"Mid-morning snapshot: revenue so far today and how it compares with the same time yesterday.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/asof-tag","value":{"type":"Tag","props":{"text":{"$template":"As of ${/metrics/asOf}"},"icon":"schedule","size":"md","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/asOf","value":"10:40 AM"}
+{"op":"add","path":"/elements/stats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-today","stat-yesterday","stat-delta"]}}
+{"op":"add","path":"/elements/stat-today","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-today-label","stat-today-value","stat-today-note"]}}
+{"op":"add","path":"/elements/stat-today-label","value":{"type":"Label","props":{"text":"1) Revenue so far today"},"children":[]}}
+{"op":"add","path":"/elements/stat-today-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/todayRevenue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-today-note","value":{"type":"TextContent","props":{"text":{"$template":"Pace: ${/metrics/paceLabel}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/todayRevenue","value":"$1,284"}
+{"op":"add","path":"/state/metrics/paceLabel","value":"On track"}
+{"op":"add","path":"/elements/stat-yesterday","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-yesterday-label","stat-yesterday-value","stat-yesterday-note"]}}
+{"op":"add","path":"/elements/stat-yesterday-label","value":{"type":"Label","props":{"text":"2) Same time yesterday"},"children":[]}}
+{"op":"add","path":"/elements/stat-yesterday-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/yesterdayRevenue"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/stat-yesterday-note","value":{"type":"TextContent","props":{"text":{"$template":"Difference: ${/metrics/deltaAmount}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/yesterdayRevenue","value":"$1,102"}
+{"op":"add","path":"/state/metrics/deltaAmount","value":"+$182"}
+{"op":"add","path":"/elements/stat-delta","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-delta-label","stat-delta-value","stat-delta-note"]}}
+{"op":"add","path":"/elements/stat-delta-label","value":{"type":"Label","props":{"text":"Comparison"},"children":[]}}
+{"op":"add","path":"/elements/stat-delta-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/deltaPct"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-delta-note","value":{"type":"TextContent","props":{"text":"Positive means ahead of yesterday.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/deltaPct","value":"+16.5%"}
+{"op":"add","path":"/elements/comparison","value":{"type":"TextCallout","props":{"variant":"success","title":"Ahead of yesterday at the same time","description":{"$template":"Today is up ${/metrics/deltaPct} (${/metrics/deltaAmount}) versus ${/metrics/yesterdayRevenue} at this point yesterday."}},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["chart-heading","revenue-chart","chart-note"]}}
+{"op":"add","path":"/elements/chart-heading","value":{"type":"Heading","props":{"text":"Cumulative revenue by hour","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/chart/hours"},"series":["ser-today","ser-yesterday"],"variant":"natural","xLabel":"Hour","yLabel":"Revenue"},"children":[]}}
+{"op":"add","path":"/elements/ser-today","value":{"type":"Series","props":{"category":"Today","values":{"$state":"/chart/today"}},"children":[]}}
+{"op":"add","path":"/elements/ser-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":{"$state":"/chart/yesterday"}},"children":[]}}
+{"op":"add","path":"/state/chart","value":{}}
+{"op":"add","path":"/state/chart/hours","value":[]}
+{"op":"add","path":"/state/chart/hours/0","value":"8 AM"}
+{"op":"add","path":"/state/chart/hours/1","value":"9 AM"}
+{"op":"add","path":"/state/chart/hours/2","value":"10 AM"}
+{"op":"add","path":"/state/chart/hours/3","value":"10:40 AM"}
+{"op":"add","path":"/state/chart/today","value":[]}
+{"op":"add","path":"/state/chart/today/0","value":420}
+{"op":"add","path":"/state/chart/today/1","value":815}
+{"op":"add","path":"/state/chart/today/2","value":1120}
+{"op":"add","path":"/state/chart/today/3","value":1284}
+{"op":"add","path":"/state/chart/yesterday","value":[]}
+{"op":"add","path":"/state/chart/yesterday/0","value":365}
+{"op":"add","path":"/state/chart/yesterday/1","value":742}
+{"op":"add","path":"/state/chart/yesterday/2","value":990}
+{"op":"add","path":"/state/chart/yesterday/3","value":1102}
+{"op":"add","path":"/elements/chart-note","value":{"type":"TextContent","props":{"text":"Same-time comparison: today versus yesterday through 10:40 AM.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..1c82366c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r1.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","focus-card","success-alert"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Today's Focus","subtitle":"Your single most important task right now"},"children":[]}}
+{"op":"add","path":"/elements/focus-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["top-row","task-title","task-desc","sep","deadline-block","progress-block","actions-row"]}}
+{"op":"add","path":"/elements/top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["urgent-tag","status-tag"]}}
+{"op":"add","path":"/elements/urgent-tag","value":{"type":"Tag","props":{"text":"MOST URGENT","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/status"},"variant":{"$cond":{"$state":"/task/status","eq":"Completed"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Ship v2.4 release notes to the client","description":"Final draft of the release notes for the Acme Corp delivery. Include the full changelog, known issues, and the migration guide link before sending.","deadline":"Today, 5:00 PM","deadlineNote":"Due in 4 hours","status":"In Progress","progress":65}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/deadline-block","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["deadline-left","deadline-right"]}}
+{"op":"add","path":"/elements/deadline-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["deadline-label","deadline-value"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"TextContent","props":{"text":"Deadline","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deadline-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deadline-right","value":{"type":"Tag","props":{"text":{"$state":"/task/deadlineNote"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/progress-block","value":{"type":"Progress","props":{"label":"Progress","value":{"$cond":{"$state":"/task/status","eq":"Completed"},"$then":100,"$else":{"$state":"/task/progress"}}},"children":[]}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["done-button","undo-button"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"Mark as Done","variant":"primary","size":"large"},"visible":{"$state":"/task/status","neq":"Completed"},"on":{"press":{"action":"setState","params":{"statePath":"/task/status","value":"Completed"}}},"children":[]}}
+{"op":"add","path":"/elements/undo-button","value":{"type":"Button","props":{"label":"Undo — reopen task","variant":"tertiary"},"visible":{"$state":"/task/status","eq":"Completed"},"on":{"press":{"action":"setState","params":{"statePath":"/task/status","value":"In Progress"}}},"children":[]}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Task complete","description":{"$template":"You finished \"${/task/title}\" ahead of the ${/task/deadline} deadline."},"variant":"success"},"visible":{"$state":"/task/status","eq":"Completed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..7e65d5bb1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r2.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["header","intro","task-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"Today's Focus","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/intro","value":{"type":"TextContent","props":{"text":"One task. One deadline. Complete it to clear your focus.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"start"},"children":["priority-tag","task-title","deadline-row","status-row","separator","done-btn","reopen-btn","done-alert"]}}
+{"op":"add","path":"/elements/priority-tag","value":{"type":"Tag","props":{"text":"MOST URGENT","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"TextContent","props":{"text":{"$state":"/task/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/task/title","value":"Finalize Q3 Financial Report"}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["deadline-label","deadline-value"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"Label","props":{"text":"Deadline:"},"children":[]}}
+{"op":"add","path":"/elements/deadline-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/task/deadline","value":"Today, 5:00 PM"}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["status-label","status-tag"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"Label","props":{"text":"Status:"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/task/done"},"$then":"Completed","$else":"In Progress"},"variant":{"$cond":{"$state":"/task/done"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/task/done","value":false}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/done-btn","value":{"type":"Button","props":{"label":"Mark as Done","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}},"visible":{"$state":"/task/done","not":true},"children":[]}}
+{"op":"add","path":"/elements/reopen-btn","value":{"type":"Button","props":{"label":"Reopen Task","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":false}}},"visible":{"$state":"/task/done"},"children":[]}}
+{"op":"add","path":"/elements/done-alert","value":{"type":"Alert","props":{"title":"Task completed","description":"Great work — your focus list is now clear.","variant":"success"},"visible":{"$state":"/task/done"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..d75133a6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r3.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","focus-card","done-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Today's Focus","subtitle":"One task. Full attention."},"children":[]}}
+{"op":"add","path":"/elements/focus-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["priority-row","task-heading","deadline-row","status-row","sep","action-row"]}}
+{"op":"add","path":"/elements/priority-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["priority-tag"]}}
+{"op":"add","path":"/elements/priority-tag","value":{"type":"Tag","props":{"text":"Most urgent","icon":"⚡","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-heading","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/task/title"}},"children":[]}}
+{"op":"add","path":"/state/task","value":{}}
+{"op":"add","path":"/state/task/title","value":"Submit Q3 budget proposal to finance"}
+{"op":"add","path":"/state/task/deadline","value":"Today, 5:00 PM"}
+{"op":"add","path":"/state/task/status","value":"In progress"}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["deadline-label","deadline-tag"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"TextContent","props":{"text":"Deadline:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deadline-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/deadline"},"icon":"📅","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Status:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/task/status"},"variant":{"$cond":{"$state":"/task/status","eq":"Done"},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["done-button","undo-button"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","size":"large"},"visible":{"$state":"/task/status","neq":"Done"},"on":{"press":{"action":"setState","params":{"statePath":"/task/status","value":"Done"}}},"children":[]}}
+{"op":"add","path":"/elements/undo-button","value":{"type":"Button","props":{"label":"Undo — not done yet","variant":"tertiary","size":"medium"},"visible":{"$state":"/task/status","eq":"Done"},"on":{"press":{"action":"setState","params":{"statePath":"/task/status","value":"In progress"}}},"children":[]}}
+{"op":"add","path":"/elements/done-callout","value":{"type":"Callout","props":{"variant":"success","title":"Task complete 🎉","description":"Q3 budget proposal is off your plate. Take a breath — your focus list is clear."},"visible":{"$state":"/task/status","eq":"Done"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..a9ef18218
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-task__r4.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","task-card","done-alert"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎯 Focus Mode","subtitle":"Your single most urgent task — give it your full attention."},"children":[]}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"watch":{"/task/completed":{"action":"setState","params":{"statePath":"/task/progress","value":100}}},"children":["tc-top","task-title","task-desc","sep1","deadline-card","status-row","btn-done"]}}
+{"op":"add","path":"/state/task","value":{}}
+{"op":"add","path":"/elements/tc-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["tag-urgent","tag-priority"]}}
+{"op":"add","path":"/elements/tag-urgent","value":{"type":"Tag","props":{"text":"🔥 Most Urgent","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/tag-priority","value":{"type":"Tag","props":{"text":{"$state":"/task/priority"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/task/priority","value":"P1 · Critical"}
+{"op":"add","path":"/elements/task-title","value":{"type":"TextContent","props":{"text":{"$state":"/task/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/task/title","value":"Submit Q3 budget proposal to Finance"}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/task/description","value":"Final numbers are reviewed. Attach the updated forecast sheet, send it to finance@company.com, and CC Priya for sign-off."}
+{"op":"add","path":"/elements/sep1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/deadline-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["dl-left","tag-duein"]}}
+{"op":"add","path":"/elements/dl-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dl-label","dl-value"]}}
+{"op":"add","path":"/elements/dl-label","value":{"type":"Label","props":{"text":"⏰ DEADLINE"},"children":[]}}
+{"op":"add","path":"/elements/dl-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/task/deadline","value":"Today · 5:00 PM"}
+{"op":"add","path":"/elements/tag-duein","value":{"type":"Tag","props":{"text":{"$state":"/task/dueIn"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/task/dueIn","value":"Due in 3h 12m"}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["status-left","status-tag"]}}
+{"op":"add","path":"/elements/status-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["status-label","status-progress"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"Label","props":{"text":"📊 CURRENT STATUS"},"children":[]}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/task/progress"},"label":"Subtask progress"},"children":[]}}
+{"op":"add","path":"/state/task/progress","value":65}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/task/completed"},"$then":"✓ Done","$else":"● In Progress"},"variant":{"$cond":{"$state":"/task/completed"},"$then":"success","$else":"info"},"size":"lg"},"children":[]}}
+{"op":"add","path":"/state/task/completed","value":false}
+{"op":"add","path":"/elements/btn-done","value":{"type":"Button","props":{"label":"✓ Mark as Done","variant":"primary","size":"large"},"visible":{"$state":"/task/completed","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/done-alert","value":{"type":"Alert","props":{"title":"Done — nice work! 🎉","description":"You've cleared your most urgent task. Take a breath, then pull the next one from your queue.","variant":"success"},"visible":{"$state":"/task/completed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..e7aaa839b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,19 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Team — Status","subtitle":"Live operational status for platform services"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-header","uptime-value","uptime-bar","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API Uptime — This Month","subtitle":"Rolling availability for the public API"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptime/current}%** uptime (${/uptime/month})"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{}}
+{"op":"add","path":"/state/uptime/current","value":99.97}
+{"op":"add","path":"/state/uptime/month","value":"June 2025"}
+{"op":"add","path":"/elements/uptime-bar","value":{"type":"Progress","props":{"value":{"$state":"/uptime/current"},"label":"Monthly availability target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"All systems operational. No ongoing degradation detected across regions.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incident-header","incident-callout","incident-detail"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":"Post-incident summary"},"children":[]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Resolved — ${/incident/title}"},"description":{"$template":"Resolved on ${/incident/resolvedAt} after ${/incident/duration}."}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API latency in us-east-1"}
+{"op":"add","path":"/state/incident/resolvedAt","value":"June 14, 2025 at 03:42 UTC"}
+{"op":"add","path":"/state/incident/duration","value":"47 minutes"}
+{"op":"add","path":"/elements/incident-detail","value":{"type":"TextContent","props":{"text":"A misconfigured connection pool limit caused intermittent 5xx errors and elevated latency on the API gateway. The on-call team rolled back the configuration change and verified recovery across all regions. A follow-up action item has been logged to add pool-limit validation to the deploy pipeline.","size":"default"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..63c25f893
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","status-banner","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Team — Service Status","subtitle":"Live status overview for internal platform services"},"children":[]}}
+{"op":"add","path":"/elements/status-banner","value":{"type":"Callout","props":{"variant":"success","title":"All Systems Operational","description":"All core services are running normally. Last check: 2 minutes ago."},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-heading","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API Uptime — This Month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptimePercent}%** uptime for the API in ${/currentMonth}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptimePercent","value":99.97}
+{"op":"add","path":"/state/currentMonth","value":"June 2025"}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptimePercent"},"label":"Monthly uptime target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"Total downtime this month: 13 minutes across 1 incident. SLA target of 99.9% is currently being met.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-heading","incident-alert","incident-details","incident-resolved"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${/incident/title}"},"description":{"$template":"${/incident/summary}"}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency (INC-2041)","summary":"On June 14, 2025, elevated API response times affected roughly 8% of requests due to a degraded database replica. Traffic was rerouted to healthy replicas.","resolvedAt":"June 14, 2025, 16:42 UTC","duration":"13 minutes"}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"TextContent","props":{"text":{"$template":"**Duration:** ${/incident/duration}. Root cause was identified as replication lag on the primary read replica. A postmortem has been published and follow-up actions are tracked by the platform team."}},"children":[]}}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"Callout","props":{"variant":"info","title":"Resolved","description":{"$template":"This incident was resolved on ${/incident/resolvedAt}. No further action required from users."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..892e01054
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Team — Service Status","subtitle":"Live status overview for the platform API"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"Heading","props":{"text":"1. API Uptime — This Month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptime/percent}%** uptime across all API regions"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{}}
+{"op":"add","path":"/state/uptime/percent","value":99.97}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percent"},"label":"Monthly uptime target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Total downtime this month: ${/uptime/downtimeMinutes} minutes. All SLAs are currently being met."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime/downtimeMinutes","value":13}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-badge","incident-body"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"Heading","props":{"text":"2. Most Recent Incident","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-badge","value":{"type":"Badge","props":{"text":{"$state":"/incident/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{}}
+{"op":"add","path":"/state/incident/status","value":"Resolved"}
+{"op":"add","path":"/elements/incident-body","value":{"type":"Alert","props":{"title":{"$state":"/incident/title"},"description":{"$template":"${/incident/summary} Resolved on ${/incident/resolvedAt} after ${/incident/durationMinutes} minutes. A postmortem has been published to the team wiki."},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API latency in eu-west-1"}
+{"op":"add","path":"/state/incident/summary","value":"A misconfigured connection pool in the payments service caused elevated p95 latency (up to 2.4s) on the public API. On-call engineers rolled back the offending deploy and scaled the pool."}
+{"op":"add","path":"/state/incident/resolvedAt","value":"May 12, 2025 at 14:38 UTC"}
+{"op":"add","path":"/state/incident/durationMinutes","value":47}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..281351f49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,13 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Team — Status Page","subtitle":"Live service health overview"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-title","uptime-value","uptime-bar","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"text":"API Uptime — This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/uptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":99.97}
+{"op":"add","path":"/elements/uptime-bar","value":{"type":"Progress","props":{"value":{"$state":"/uptime"},"label":"Monthly API availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"Measured across all public API endpoints, rolling 30-day window.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incident-title","incident-callout"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":"Most Recent Incident","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"${/incident/title}"},"description":{"$template":"${/incident/summary} Resolved on ${/incident/resolvedAt}."}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency in EU region","summary":"A misconfigured connection pool caused elevated p95 latency on EU API endpoints for ~42 minutes. Mitigation was applied and monitoring thresholds tightened.","resolvedAt":"March 12, 2025 at 14:38 UTC"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..d9fb4936d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","sep-1","outlook-heading","outlook-row","sep-2","sun-heading","sun-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru","subtitle":"Your morning weather brief"},"children":[]}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["current-title","current-temp","current-cond","current-meta"]}}
+{"op":"add","path":"/elements/current-title","value":{"type":"TextContent","props":{"text":"Right now in Bengaluru","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$template":"${/current/temp}°C"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/current-meta","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/current/feelsLike}°C · Humidity ${/current/humidity}% · Wind ${/current/wind}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":23,"condition":"Partly cloudy with a light breeze","feelsLike":25,"humidity":72,"wind":"11 km/h from the NE"}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Outlook: Next 3 Days","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/outlook-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"repeat":{"statePath":"/forecast","key":"id"},"children":["day-card"]}}
+{"op":"add","path":"/elements/day-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center","justify":"center"},"children":["day-name","day-cond","day-temps","day-rain"]}}
+{"op":"add","path":"/elements/day-name","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/day-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/day-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/day-rain","value":{"type":"Tag","props":{"text":{"$template":"Rain ${rain}%"},"size":"sm","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"d1","day":"Wednesday","condition":"Sunny spells","high":29,"low":20,"rain":10}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"d2","day":"Thursday","condition":"Afternoon showers","high":27,"low":19,"rain":60}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"d3","day":"Friday","condition":"Mostly cloudy","high":28,"low":20,"rain":30}}
+{"op":"add","path":"/elements/sep-2","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sun Schedule","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sun-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["sunrise-card","sunset-card"]}}
+{"op":"add","path":"/elements/sunrise-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:12 AM","sunset":"6:38 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..c88360ce4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","sun-card","forecast-heading","forecast-list","footer-note"]}}
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+{"op":"add","path":"/elements/current-temp","value":{"type":"Heading","props":{"text":{"$template":"${/current/temp}°C"},"level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/current-right","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["detail-humidity","detail-wind","detail-aqi"]}}
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+{"op":"add","path":"/elements/detail-wind","value":{"type":"TextContent","props":{"text":{"$template":"🌬️ Wind: ${/current/wind} km/h NE"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detail-aqi","value":{"type":"TextContent","props":{"text":{"$template":"🌫️ AQI: ${/current/aqi} (Moderate)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":24,"feelsLike":26,"condition":"Partly Cloudy","humidity":72,"wind":11,"aqi":68}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"around","align":"center"},"children":["sunrise-block","sun-sep","sunset-block"]}}
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+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sun-sep","value":{"type":"Separator","props":{"orientation":"vertical"},"children":[]}}
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+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/f-icon","value":{"type":"TextContent","props":{"text":{"$template":"${icon} ${condition}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/f-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/f-rain","value":{"type":"Tag","props":{"text":{"$template":"☔ ${rain}%"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Today","icon":"⛅","condition":"Partly Cloudy","high":29,"low":20,"rain":20}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Wednesday","icon":"🌦️","condition":"Light Showers","high":27,"low":19,"rain":60}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Thursday","icon":"☀️","condition":"Sunny","high":30,"low":18,"rain":10}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"Callout","props":{"variant":"info","title":"Umbrella advisory","description":"Light showers expected Wednesday afternoon. Carry an umbrella if you're out after 2 PM."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..6a9b5194c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","current-card","outlook-heading","forecast-list","weather-alert","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning — Bengaluru Weather Brief","subtitle":"Monday, January 12 • Bengaluru, Karnataka"},"children":[]}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","wrap":true},"children":["current-left","current-right"]}}
+{"op":"add","path":"/elements/current-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["current-temp","current-condition","current-feels"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$state":"/current/temp"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"Tag","props":{"text":{"$state":"/current/condition"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/current-feels","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/current/feelsLike}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-right","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["current-humidity","current-wind","current-hilow"]}}
+{"op":"add","path":"/elements/current-humidity","value":{"type":"TextContent","props":{"text":{"$template":"Humidity: ${/current/humidity}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-wind","value":{"type":"TextContent","props":{"text":{"$template":"Wind: ${/current/wind}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-hilow","value":{"type":"TextContent","props":{"text":{"$template":"High ${/current/high} • Low ${/current/low}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":"24°","condition":"Sunny","feelsLike":"26°","humidity":"62%","wind":"12 km/h NE","high":"31°","low":"19°"}}
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+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"day"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["forecast-day","forecast-cond","forecast-temp"]}}
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+{"op":"add","path":"/elements/forecast-cond","value":{"type":"Tag","props":{"text":{"$item":"condition"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temp","value":{"type":"TextContent","props":{"text":{"$template":"${high} / ${low}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Tuesday","condition":"Partly Cloudy","high":"30°","low":"20°"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Wednesday","condition":"Light Rain","high":"28°","low":"19°"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Thursday","condition":"Sunny","high":"31°","low":"18°"}}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Alert","props":{"title":"Rain expected Wednesday","description":"Light showers likely in the afternoon. Carry an umbrella if you're heading out.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"around","align":"center"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"Label","props":{"text":"Sunrise"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"Label","props":{"text":"Sunset"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:42 AM","sunset":"6:12 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..35cf87c08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,28 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","current-card","sun-card","forecast-header","forecast-list","footer-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Morning Weather Brief — Bengaluru","subtitle":"Friday, 14 June · Updated 6:45 AM IST"},"children":[]}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between"},"children":["current-left","current-right"]}}
+{"op":"add","path":"/elements/current-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["current-temp","current-cond"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$template":"**${/current/temp}°C** — feels like ${/current/feelsLike}°C"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":{"$template":"${/current/condition} · Humidity ${/current/humidity}% · Wind ${/current/wind}"}},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":24,"feelsLike":26,"condition":"Partly cloudy with light morning haze","humidity":78,"wind":"11 km/h WSW","sunrise":"5:54 AM","sunset":"6:46 PM"}}
+{"op":"add","path":"/elements/current-right","value":{"type":"Tag","props":{"text":"Air Quality: Moderate","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"xl","justify":"around","align":"center"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"Tag","props":{"text":"🌅 Sunrise","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/current/sunrise"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/sunset-label","value":{"type":"Tag","props":{"text":"🌇 Sunset","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/current/sunset"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"Heading","props":{"text":"Next 3 Days","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"day"},"children":["forecast-row"]}}
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+{"op":"add","path":"/elements/f-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/f-temp","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/f-rain","value":{"type":"Tag","props":{"text":{"$template":"☔ ${rain}%"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Saturday","condition":"Mostly sunny, warm afternoon","high":31,"low":21,"rain":10}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Sunday","condition":"Scattered afternoon showers","high":29,"low":20,"rain":60}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Monday","condition":"Overcast with light drizzle","high":27,"low":19,"rain":45}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Plan your day","description":"Carry an umbrella if you're out Sunday afternoon. Best outdoor window: today before noon."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..d3320565d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,76 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["header","month-fc","month-january","month-february","month-march"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Budget","subtitle":"Monthly spending check"},"children":[]}}
+{"op":"add","path":"/elements/month-fc","value":{"type":"FormControl","props":{"label":"Viewing month","hint":"Pick a different month to see its numbers","input":"month-select"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["mo-jan","mo-feb","mo-mar"]},"children":[]}}
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+{"op":"add","path":"/elements/ci-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/ci-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/ci-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/ci-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/ci-shopping","value":{"type":"SelectItem","props":{"value":"Shopping","label":"Shopping"},"children":[]}}
+{"op":"add","path":"/state/monthData","value":{}}
+{"op":"add","path":"/state/newExpense","value":{}}
+{"op":"add","path":"/elements/month-january","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"visible":{"$state":"/selectedMonth","eq":"january"},"children":["jan-summary","jan-chart-card","jan-largest","jan-expenses-card","jan-add-card"]}}
+{"op":"add","path":"/elements/jan-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["jan-summary-header","jan-summary-text","jan-progress","jan-alert-over","jan-alert-under"]}}
+{"op":"add","path":"/elements/jan-summary-header","value":{"type":"CardHeader","props":{"title":"Total spent this month","subtitle":{"$state":"/monthData/january/label"}},"children":[]}}
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+{"op":"add","path":"/state/monthData/january/overBudget","value":true}
+{"op":"add","path":"/state/monthData/january/overBy","value":150}
+{"op":"add","path":"/elements/jan-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["jan-chart-header","jan-pie"]}}
+{"op":"add","path":"/elements/jan-chart-header","value":{"type":"CardHeader","props":{"title":"Spending by category"},"children":[]}}
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+{"op":"add","path":"/state/monthData/january/categories","value":[]}
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+{"op":"add","path":"/state/monthData/january/categories/4","value":"Shopping"}
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+{"op":"add","path":"/state/monthData/january/categoryAmounts/4","value":340}
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+{"op":"add","path":"/elements/jan-expense-name","value":{"type":"TextContent","props":{"text":{"$template":"${description} · ${category}"}},"children":[]}}
+{"op":"add","path":"/elements/jan-expense-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/monthData/january/expenses","value":[]}
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+{"op":"add","path":"/state/monthData/january/expenses/3","value":{"id":"j4","description":"Dining out","category":"Food","amount":200}}
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+{"op":"add","path":"/state/monthData/january/expenses/5","value":{"id":"j6","description":"Cinema & concerts","category":"Entertainment","amount":180}}
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+{"op":"add","path":"/elements/jan-add-header","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":{"$template":"Adds to ${/monthData/january/label}"}},"children":[]}}
+{"op":"add","path":"/elements/jan-add-form","value":{"type":"Form","props":{"name":"addExpenseJanuary","buttons":"jan-add-buttons","fields":["jan-fc-desc","jan-fc-amount","jan-fc-cat"]},"children":[]}}
+{"op":"add","path":"/elements/jan-fc-desc","value":{"type":"FormControl","props":{"label":"Description","input":"jan-input-desc"},"children":[]}}
+{"op":"add","path":"/elements/jan-input-desc","value":{"type":"Input","props":{"name":"janDescription","placeholder":"e.g. Groceries","value":{"$bindState":"/newExpense/january/description"}},"children":[]}}
+{"op":"add","path":"/elements/jan-fc-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"jan-input-amount"},"children":[]}}
+{"op":"add","path":"/elements/jan-input-amount","value":{"type":"Input","props":{"name":"janAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/january/amount"}},"children":[]}}
+{"op":"add","path":"/elements/jan-fc-cat","value":{"type":"FormControl","props":{"label":"Category","input":"jan-select-cat"},"children":[]}}
+{"op":"add","path":"/elements/jan-select-cat","value":{"type":"Select","props":{"name":"janCategory","value":{"$bindState":"/newExpense/january/category"},"items":["ci-housing","ci-food","ci-transport","ci-entertainment","ci-shopping"]},"children":[]}}
+{"op":"add","path":"/elements/jan-add-buttons","value":{"type":"Buttons","props":{"buttons":["jan-add-btn"]},"children":[]}}
+{"op":"add","path":"/elements/jan-add-btn","value":{"type":"Button","props":{"label":"Add expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/monthData/january/expenses","value":{"id":"$id","description":{"$state":"/newExpense/january/description"},"amount":{"$state":"/newExpense/january/amount"},"category":{"$state":"/newExpense/january/category"}},"clearStatePath":"/newExpense/january/description"}}},"children":[]}}
+{"op":"add","path":"/state/newExpense/january","value":{}}
+{"op":"add","path":"/state/newExpense/january/description","value":""}
+{"op":"add","path":"/state/newExpense/january/amount","value":""}
+{"op":"add","
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..633364543
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-nav","summary-card","sep-1","largest-card","sep-2","chart-card","list-card","add-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Budget","subtitle":"Track your spending against your monthly budget"},"children":[]}}
+{"op":"add","path":"/state/months","value":[]}
+{"op":"add","path":"/state/months/0","value":"August 2024"}
+{"op":"add","path":"/state/months/1","value":"September 2024"}
+{"op":"add","path":"/state/months/2","value":"October 2024"}
+{"op":"add","path":"/state/activeMonth","value":"October 2024"}
+{"op":"add","path":"/state/budget","value":2000}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/elements/month-nav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["month-btn-prev","month-label","month-btn-next","month-select"]}}
+{"op":"add","path":"/elements/month-btn-prev","value":{"type":"Button","props":{"label":"← Prev","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activeMonth","value":"September 2024"}}},"children":[]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":{"$state":"/activeMonth"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/month-btn-next","value":{"type":"Button","props":{"label":"Next →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activeMonth","value":"November 2024"}}},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/activeMonth"},"items":["month-opt-1","month-opt-2","month-opt-3"],"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-1","value":{"type":"SelectItem","props":{"value":"August 2024","label":"August 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-2","value":{"type":"SelectItem","props":{"value":"September 2024","label":"September 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-3","value":{"type":"SelectItem","props":{"value":"October 2024","label":"October 2024"},"children":[]}}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["summary-title","summary-text","summary-progress"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"1. Spent vs Budget","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":{"$template":"Spent **$${/totalSpent}** of **$${/budget}** budget (${/percentUsed}% used)"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/totalSpent","value":1453}
+{"op":"add","path":"/state/percentUsed","value":72.7}
+{"op":"add","path":"/elements/summary-progress","value":{"type":"Progress","props":{"value":{"$state":"/percentUsed"},"label":"Budget used"},"children":[]}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Callout","props":{"variant":"warning","title":"3. Largest expense this month","description":{"$template":"${/largest/description} — $${/largest/amount} (${/largest/category}, ${/largest/date})"}},"children":[]}}
+{"op":"add","path":"/state/largest","value":{"description":"Monthly rent payment","amount":850,"category":"Housing","date":"Oct 1"}}
+{"op":"add","path":"/elements/sep-2","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-title","pie-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"2. Spending by category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pie-chart","value":{"type":"PieChart","props":{"labels":["Housing","Food","Transport","Entertainment","Utilities"],"values":[850,320,120,98,65],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/list-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["list-title","expense-list"]}}
+{"op":"add","path":"/elements/list-title","value":{"type":"Heading","props":{"text":"Recent expenses","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-text","expense-remove"]}}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","description":"Monthly rent payment","amount":850,"category":"Housing","date":"Oct 1"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","description":"Weekly groceries","amount":180,"category":"Food","date":"Oct 5"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","description":"Train pass","amount":120,"category":"Transport","date":"Oct 3"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","description":"Dinner out","amount":98,"category":"Entertainment","date":"Oct 8"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","description":"Electricity bill","amount":65,"category":"Utilities","date":"Oct 10"}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","description":"Farmers market","amount":140,"category":"Food","date":"Oct 12"}}
+{"op":"add","path":"/elements/expense-text","value":{"type":"TextContent","props":{"text":{"$template":"**${description}** — $${amount}  ·  ${category} · ${date}"}},"children":[]}}
+{"op":"add","path":"/elements/expense-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/add-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-title","add-form"]}}
+{"op":"add","path":"/elements/add-title","value":{"type":"Heading","props":{"text":"5. Add an expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-form","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["fc-desc","fc-amount","fc-category","add-button"]}}
+{"op":"add","path":"/state/newExpense/desc","value":""}
+{"op":"add","path":"/state/newExpense/amount","value":""}
+{"op":"add","path":"/state/newExpense/category","value":"Food"}
+{"op":"add","path":"/elements/fc-desc","value":{"type":"FormControl","props":{"label":"Description","input":"input-desc"},"children":[]}}
+{"op":"add","path":"/elements/input-desc","value":{"type":"Input","props":{"name":"desc","placeholder":"e.g. Coffee with friends","value":{"$bindState":"/newExpense/desc"}},"children":[]}}
+{"op":"add","path":"/elements/fc-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/fc-category","value":{"type":"FormControl","props":{"label":"Category","input":"input-category"},"children":[]}}
+{"op":"add","path":"/elements/input-category","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newExpense/category"},"items":["cat-1","cat-2","cat-3","cat-4","cat-5"]},"children":[]}}
+{"op":"add","path":"/elements/cat-1","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/cat-2","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/cat-3","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-4","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-5","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/add-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","description":{"$state":"/newExpense/desc"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":"Today"},"clearStatePath":"/newExpense/desc"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..098c28755
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-row","summary","progress","sep1","cat-title","pie","sep2","largest","sep3","add-title","add-form"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Budget","subtitle":"Monthly spending overview"},"children":[]}}
+{"op":"add","path":"/elements/month-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["month-label","month-select"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"Label","props":{"text":"Viewing month:"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"June 2024"}
+{"op":"add","path":"/elements/summary","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"Spent $${/spent} of $${/budget} budget"}},"children":[]}}
+{"op":"add","path":"/state/spent","value":1240}
+{"op":"add","path":"/state/budget","value":1800}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":69,"label":"Budget used"},"children":[]}}
+{"op":"add","path":"/elements/sep1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/cat-title","value":{"type":"Heading","props":{"text":"Spending by Category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pie","value":{"type":"PieChart","props":{"labels":["Rent","Groceries","Dining","Transport","Entertainment"],"values":[600,280,160,120,80],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/sep2","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/largest","value":{"type":"Callout","props":{"variant":"warning","title":"Largest Expense: $600 — Rent","description":"Paid June 1st. This is 48% of your total monthly spending."},"children":[]}}
+{"op":"add","path":"/elements/sep3","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/add-title","value":{"type":"Heading","props":{"text":"Add an Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-form","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["fc-desc","fc-amount","fc-cat","add-btn","expenses-heading","expense-list"]}}
+{"op":"add","path":"/elements/fc-desc","value":{"type":"FormControl","props":{"label":"Description","input":"in-desc"},"children":[]}}
+{"op":"add","path":"/elements/in-desc","value":{"type":"Input","props":{"name":"desc","placeholder":"e.g. Coffee","value":{"$bindState":"/newDesc"}},"children":[]}}
+{"op":"add","path":"/state/newDesc","value":""}
+{"op":"add","path":"/elements/fc-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"in-amount"},"children":[]}}
+{"op":"add","path":"/elements/in-amount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newAmount"}},"children":[]}}
+{"op":"add","path":"/state/newAmount","value":""}
+{"op":"add","path":"/elements/fc-cat","value":{"type":"FormControl","props":{"label":"Category","input":"in-cat"},"children":[]}}
+{"op":"add","path":"/elements/in-cat","value":{"type":"Select","props":{"name":"cat","items":["cat-groceries","cat-dining","cat-transport","cat-entertainment","cat-other"],"value":{"$bindState":"/newCat"}},"children":[]}}
+{"op":"add","path":"/elements/cat-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/cat-dining","value":{"type":"SelectItem","props":{"value":"Dining","label":"Dining"},"children":[]}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/state/newCat","value":"Groceries"}
+{"op":"add","path":"/elements/add-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","desc":{"$state":"/newDesc"},"amount":{"$state":"/newAmount"},"cat":{"$state":"/newCat"}},"clearStatePath":"/newDesc"}}},"children":[]}}
+{"op":"add","path":"/elements/expenses-heading","value":{"type":"Heading","props":{"text":"Recent Expenses","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","desc":"Weekly groceries","amount":85,"cat":"Groceries"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","desc":"Dinner out","amount":42,"cat":"Dining"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","desc":"Metro card","amount":30,"cat":"Transport"}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["expense-text","expense-del"]}}
+{"op":"add","path":"/elements/expense-text","value":{"type":"TextContent","props":{"text":{"$template":"${desc} — $${amount} (${cat})"}},"children":[]}}
+{"op":"add","path":"/elements/expense-del","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..59b589f28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","month-picker","summary-card","category-card","largest-card","add-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Budget","subtitle":"Monthly spending overview"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Select","props":{"name":"month","placeholder":"Choose month","size":"medium","items":["m-jun","m-jul","m-aug"],"value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/elements/m-jun","value":{"type":"SelectItem","props":{"value":"2024-06","label":"June 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-jul","value":{"type":"SelectItem","props":{"value":"2024-07","label":"July 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-aug","value":{"type":"SelectItem","props":{"value":"2024-08","label":"August 2024"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2024-08"}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["summary-title","spent-text","budget-progress"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Budget vs. Spent","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/spent-text","value":{"type":"TextContent","props":{"text":{"$template":"Spent **$${/summary/spent}** of **$${/summary/budget}** budget — $${/summary/remaining} remaining"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spent":1842,"budget":2500,"remaining":658}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":74,"label":"74% of monthly budget used"},"children":[]}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["cat-title","cat-chart"]}}
+{"op":"add","path":"/elements/cat-title","value":{"type":"Heading","props":{"text":"Spending by Category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cat-chart","value":{"type":"PieChart","props":{"labels":["Rent","Groceries","Dining Out","Transport","Entertainment"],"values":[900,420,240,160,122],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/categories","value":[{"name":"Rent","amount":900},{"name":"Groceries","amount":420},{"name":"Dining Out","amount":240},{"name":"Transport","amount":160},{"name":"Entertainment","amount":122}]}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["largest-callout"]}}
+{"op":"add","path":"/elements/largest-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Largest Expense: Rent — $900","description":"Paid Aug 1 to Oakview Apartments. That's 36% of your monthly budget and your biggest single transaction this month."},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"title":"Rent","amount":900,"date":"2024-08-01","payee":"Oakview Apartments"}}
+{"op":"add","path":"/elements/add-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-title","add-form"]}}
+{"op":"add","path":"/elements/add-title","value":{"type":"Heading","props":{"text":"Add an Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-form","value":{"type":"Form","props":{"name":"addExpense","buttons":"add-buttons","fields":["fc-desc","fc-amount","fc-cat"]},"children":[]}}
+{"op":"add","path":"/elements/fc-desc","value":{"type":"FormControl","props":{"label":"Description","input":"in-desc"},"children":[]}}
+{"op":"add","path":"/elements/in-desc","value":{"type":"Input","props":{"name":"description","placeholder":"e.g. Coffee with Sam","type":"text","value":{"$bindState":"/newExpense/description"}},"children":[]}}
+{"op":"add","path":"/elements/fc-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"in-amount"},"children":[]}}
+{"op":"add","path":"/elements/in-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/fc-cat","value":{"type":"FormControl","props":{"label":"Category","input":"in-cat"},"children":[]}}
+{"op":"add","path":"/elements/in-cat","value":{"type":"Select","props":{"name":"category","placeholder":"Select category","items":["cat-groceries","cat-dining","cat-transport","cat-entertainment","cat-other"],"value":{"$bindState":"/newExpense/category"}},"children":[]}}
+{"op":"add","path":"/elements/cat-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/cat-dining","value":{"type":"SelectItem","props":{"value":"Dining Out","label":"Dining Out"},"children":[]}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"description":"","amount":"","category":""}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/elements/add-buttons","value":{"type":"Buttons","props":{"buttons":["btn-add"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-add","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","description":{"$state":"/newExpense/description"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"month":{"$state":"/selectedMonth"}},"clearStatePath":"/newExpense/description"}}},"children":[]}}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","description":"Weekly grocery run","amount":86,"category":"Groceries","month":"2024-08"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..cc576e813
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","special","filter-bar","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","open-badge"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["cafe-name","tagline"]}}
+{"op":"add","path":"/elements/cafe-name","value":{"type":"Heading","props":{"text":"The Daily Grind Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tagline","value":{"type":"TextContent","props":{"text":"Artisan coffee • Homemade food • Est. 2015","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/open-badge","value":{"type":"Tag","props":{"text":"Open Now","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"info","title":"⭐ Today's Special","description":{"$template":"${/special/name}: ${/special/desc} — only ${/special/price} (save $2.00, today only!)"}},"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Autumn Combo","desc":"Pumpkin Spice Latte + warm Blueberry Muffin","price":"$7.50"}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Filter menu","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["btn-all","btn-veg"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All items","size":"small","variant":{"$cond":{"$state":"/vegOnly","eq":true},"$then":"secondary","$else":"primary"}},"on":{"press":{"action":"setState","params":{"statePath":"/vegOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btn-veg","value":{"type":"Button","props":{"label":"🌱 Vegetarian only","size":"small","variant":{"$cond":{"$state":"/vegOnly","eq":true},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/vegOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"☕ Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name-row","drink-desc"]}}
+{"op":"add","path":"/elements/drink-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"xs"},"children":["drink-name","drink-veg-tag"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-veg-tag","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"visible":{"$item":"veg"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","desc":"Rich single-origin double shot","price":"$3.00","veg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","desc":"Velvety steamed milk foam, dusted cocoa","price":"$4.50","veg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Pumpkin Spice Latte","desc":"Seasonal spiced favorite, whipped cream","price":"$5.50","veg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Iced Matcha Latte","desc":"Ceremonial grade matcha over oat milk","price":"$5.00","veg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Fresh Orange Juice","desc":"Squeezed in-house every morning","price":"$4.00","veg":true}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Maple Bacon Latte","desc":"Espresso, maple syrup, candied bacon crumble","price":"$6.00","veg":false}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"🍽 Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name-row","food-desc"]}}
+{"op":"add","path":"/elements/food-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"xs"},"children":["food-name","food-veg-tag"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-veg-tag","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"visible":{"$item":"veg"},"children":[]}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Blueberry Muffin","desc":"Baked fresh every morning","price":"$3.50","veg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Avocado Toast","desc":"Sourdough, chili flakes, lime zest","price":"$8.50","veg":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Bacon & Egg Sandwich","desc":"Brioche bun, aged cheddar, house mayo","price":"$9.00","veg":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Veggie Wrap","desc":"Hummus, roasted peppers, baby greens","price":"$8.00","veg":true}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Chicken Caesar Salad","desc":"Grilled chicken, house dressing, croutons","price":"$10.50","veg":false}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Tomato Basil Soup","desc":"Served with warm crusty bread","price":"$6.50","veg":true}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["hours-heading","hours-list","hours-note"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"🕒 Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/hours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"id":"h1","day":"Monday – Friday","time":"7:00 AM – 6:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"id":"h2","day":"Saturday","time":"8:00 AM – 5:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"id":"h3","day":"Sunday","time":"8:00 AM – 2:00 PM"}}
+{"op":"add","path":"/elements/hours-note","value":{"type":"TextContent","props":{"text":"Kitchen closes 30 minutes before closing. Public holidays: 9:00 AM – 1:00 PM.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..8e8d03da7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","special","filter","drinks-section","food-section","hours"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","tagline"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"The Daily Grind Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tagline","value":{"type":"TextContent","props":{"text":"Freshly roasted coffee & homemade kitchen — est. 2015","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"warning","title":"☀️ Today's Special","description":"Pumpkin Spice Latte + a slice of homemade Banana Bread — $6.50 combo (save $2.00!). Available until 2 PM."},"children":[]}}
+{"op":"add","path":"/elements/filter","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["filter-label","btn-all","btn-veg"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Show:"},"children":[]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All Items","size":"small","variant":{"$cond":{"$state":"/vegOnly","not":true},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/vegOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btn-veg","value":{"type":"Button","props":{"label":"🌱 Vegetarian Only","size":"small","variant":{"$cond":{"$state":"/vegOnly"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/vegOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["drinks-header","drinks-all","drinks-veg"]}}
+{"op":"add","path":"/elements/drinks-header","value":{"type":"CardHeader","props":{"title":"☕ Drinks","subtitle":"Made with our house-roasted beans"},"children":[]}}
+{"op":"add","path":"/elements/drinks-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"visible":{"$state":"/vegOnly","not":true},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-desc"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso 🌱","desc":"Rich double shot, crema on top","price":"3.00"}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino 🌱","desc":"Velvety steamed milk, dusted cocoa","price":"4.00"}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Pumpkin Spice Latte 🌱","desc":"Today's special — warm spices & espresso","price":"5.00"}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Maple Bacon Latte","desc":"Smoky bacon syrup with maple & espresso","price":"5.50"}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Iced Matcha 🌱","desc":"Ceremonial-grade matcha over oat milk","price":"4.75"}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Hot Chocolate 🌱","desc":"Belgian dark chocolate, whipped cream","price":"4.25"}}
+{"op":"add","path":"/elements/drinks-veg","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegDrinks","key":"id"},"visible":{"$state":"/vegOnly"},"children":["drink-row-v"]}}
+{"op":"add","path":"/elements/drink-row-v","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["drink-info-v","drink-price-v"]}}
+{"op":"add","path":"/elements/drink-info-v","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name-v","drink-desc-v"]}}
+{"op":"add","path":"/elements/drink-name-v","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc-v","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price-v","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/vegDrinks","value":[]}
+{"op":"add","path":"/state/vegDrinks/0","value":{"id":"d1","name":"Espresso 🌱","desc":"Rich double shot, crema on top","price":"3.00"}}
+{"op":"add","path":"/state/vegDrinks/1","value":{"id":"d2","name":"Cappuccino 🌱","desc":"Velvety steamed milk, dusted cocoa","price":"4.00"}}
+{"op":"add","path":"/state/vegDrinks/2","value":{"id":"d3","name":"Pumpkin Spice Latte 🌱","desc":"Today's special — warm spices & espresso","price":"5.00"}}
+{"op":"add","path":"/state/vegDrinks/3","value":{"id":"d5","name":"Iced Matcha 🌱","desc":"Ceremonial-grade matcha over oat milk","price":"4.75"}}
+{"op":"add","path":"/state/vegDrinks/4","value":{"id":"d6","name":"Hot Chocolate 🌱","desc":"Belgian dark chocolate, whipped cream","price":"4.25"}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["food-header","food-all","food-veg"]}}
+{"op":"add","path":"/elements/food-header","value":{"type":"CardHeader","props":{"title":"🍳 Food","subtitle":"Baked fresh every morning"},"children":[]}}
+{"op":"add","path":"/elements/food-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"visible":{"$state":"/vegOnly","not":true},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-desc"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast 🌱","desc":"Sourdough, smashed avo, chili flakes","price":"7.50"}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Breakfast Burrito","desc":"Eggs, bacon, cheddar, salsa roja","price":"8.50"}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Banana Bread 🌱","desc":"Today's special pairing — toasted with butter","price":"3.50"}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Caprese Panini 🌱","desc":"Mozzarella, tomato, basil pesto","price":"8.00"}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Ham & Cheese Croissant","desc":"Flaky croissant, smoked ham, gruyère","price":"6.50"}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Garden Salad 🌱","desc":"Seasonal greens, citrus vinaigrette","price":"7.00"}}
+{"op":"add","path":"/elements/food-veg","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegFood","key":"id"},"visible":{"$state":"/vegOnly"},"children":["food-row-v"]}}
+{"op":"add","path":"/elements/food-row-v","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["food-info-v","food-price-v"]}}
+{"op":"add","path":"/elements/food-info-v","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name-v","food-desc-v"]}}
+{"op":"add","path":"/elements/food-name-v","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-desc-v","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price-v","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/vegFood","value":[]}
+{"op":"add","path":"/state/vegFood/0","value":{"id":"f1","name":"Avocado Toast 🌱","desc":"Sourdough, smashed avo, chili flakes","price":"7.50"}}
+{"op":"add","path":"/state/vegFood/1","value":{"id":"f3","name":"Banana Bread 🌱","desc":"Today's special pairing — toasted with butter","price":"3.50"}}
+{"op":"add","path":"/state/vegFood/2","value":{"id":"f4","name":"Caprese Panini 🌱","desc":"Mozzarella, tomato, basil pesto","price":"8.00"}}
+{"op":"add","path":"/state/vegFood/3","value":{"id":"f6","name":"Garden Salad 🌱","desc":"Seasonal greens, citrus vinaigrette","price":"7.00"}}
+{"op":"add","path":"/elements/hours","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hours-header","hours-body"]}}
+{"op":"add","path":"/elements/hours-header","value":{"type":"CardHeader","props":{"title":"🕐 Opening Hours"},"children":[]}}
+{"op":"add","path":"/elements/hours-body","value":{"type":"TextContent","props":{"text":"**Monday – Friday:** 7:00 AM – 6:00 PM\n\n**Saturday:** 8:00 AM – 5:00 PM\n\n**Sunday:** 8:00 AM – 3:00 PM\n\n*Kitchen closes 30 minutes before closing time.*","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..9b865914c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special-callout","veg-toggle","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☕ The Corner Café","subtitle":"Fresh brews, homemade bites — every day"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"Today's Special: Maple Pecan Latte + Blueberry Scone — $8.50","description":"Available until 3 PM today only. Made with locally roasted espresso."},"children":[]}}
+{"op":"add","path":"/elements/veg-toggle","value":{"type":"SwitchGroup","props":{"name":"filters","variant":"card"},"children":["veg-switch"]}}
+{"op":"add","path":"/elements/veg-switch","value":{"type":"SwitchItem","props":{"label":"Vegetarian items only","description":"Hide non-vegetarian dishes and drinks","name":"vegOnly"},"children":[],"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$state":"/vegOnly","not":true}}}}}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["drink-name","drink-veg-tag","drink-price"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/drink-veg-tag","value":{"type":"Tag","props":{"text":"Veg","variant":"success","size":"sm"},"visible":{"$item":"veg"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","price":"3.00","veg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","price":"4.25","veg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Maple Pecan Latte","price":"5.50","veg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Cold Brew Tonic","price":"4.75","veg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Chai Latte","price":"4.50","veg":true}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["food-name","food-veg-tag","food-price"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/food-veg-tag","value":{"type":"Tag","props":{"text":"Veg","variant":"success","size":"sm"},"visible":{"$item":"veg"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Blueberry Scone","price":"3.50","veg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Avocado Toast","price":"7.25","veg":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Ham & Cheese Croissant","price":"6.00","veg":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Caprese Panini","price":"8.50","veg":true}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..1bd79c931
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,46 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r1.txt
new file mode 100644
index 000000000..e00919f46
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r1.txt
@@ -0,0 +1,38 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r2.txt
new file mode 100644
index 000000000..980a885d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r2.txt
@@ -0,0 +1,36 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r3.txt
new file mode 100644
index 000000000..5aca2b8ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-course__r3.txt
@@ -0,0 +1,42 @@
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index 000000000..30c67dad0
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index 000000000..adf476d3d
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+{"op":"add","path":"/elements/ticket-price","value":{"type":"Heading","props":{"text":{"$template":"$${price}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/ticket-perks","value":{"type":"TextContent","props":{"text":{"$item":"perks"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"tier":"Early Bird","price":299,"perks":"Full 2-day access, lunch included, session recordings"}}
+{"op":"add","path":"/state/tickets/1","value":{"tier":"Standard","price":449,"perks":"Full 2-day access, lunch, recordings, workshop seat"}}
+{"op":"add","path":"/state/tickets/2","value":{"tier":"VIP","price":899,"perks":"All Standard perks + speaker dinner, front-row seating, swag bundle"}}
+{"op":"add","path":"/elements/sep4","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-header","register-form","register-success"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Register","subtitle":"Reserve your spot at FutureStack 2025"},"children":[]}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["reg-name-control","reg-email-control","reg-button"]}}
+{"op":"add","path":"/elements/reg-name-control","value":{"type":"FormControl","props":{"label":"Full Name","input":"reg-name"},"children":[]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","value":{"$bindState":"/registration/name"}},"children":[]}}
+{"op":"add","path":"/elements/reg-email-control","value":{"type":"FormControl","props":{"label":"Email","input":"reg-email","hint":"We'll send your ticket confirmation here"},"children":[]}}
+{"op":"add","path":"/elements/reg-email","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jane@example.com","value":{"$bindState":"/registration/email"}},"children":[]}}
+{"op":"add","path":"/elements/reg-button","value":{"type":"Button","props":{"label":"Register Now","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/registrations","value":{"id":"$id","name":{"$state":"/registration/name"},"email":{"$state":"/registration/email"}}}}},"children":[]}}
+{"op":"add","path":"/elements/register-success","value":{"type":"Callout","props":{"variant":"success","title":"You're registered!","description":"Check your inbox for the confirmation email."},"visible":{"$state":"/registrations/0"},"children":[]}}
+{"op":"add","path":"/state/registration","value":{"name":"","email":""}}
+{"op":"add","path":"/state/registrations","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..99512bfc3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r3.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hero","countdown","agenda-heading","agenda-list","speakers-heading","speakers-list","tickets-heading","tickets","register-heading","reg-form"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["hero-tag","hero-title","hero-sub"]}}
+{"op":"add","path":"/elements/hero-tag","value":{"type":"Tag","props":{"text":"June 18–19, 2025 · Moscone Center, San Francisco","icon":"calendar","variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":"🚀 DevSummit 2025","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hero-sub","value":{"type":"TextContent","props":{"text":"Two days of talks, workshops, and networking with 2,000+ engineers. Join us in San Francisco or stream online.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"center","align":"center"},"children":["cd-label","cd-value"]}}
+{"op":"add","path":"/elements/cd-label","value":{"type":"TextContent","props":{"text":"⏳ Days remaining until the event:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cd-value","value":{"type":"TextContent","props":{"text":{"$template":"${/daysRemaining} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/daysRemaining","value":132}
+{"op":"add","path":"/elements/agenda-heading","value":{"type":"Heading","props":{"text":"📅 Agenda","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"time"},"children":["agenda-item"]}}
+{"op":"add","path":"/elements/agenda-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["agenda-time","agenda-title"]}}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"text":{"$item":"title"}},"children":[]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"time":"09:00","title":"Doors open & coffee"}}
+{"op":"add","path":"/state/agenda/1","value":{"time":"10:00","title":"Keynote: The Future of Developer Tools"}}
+{"op":"add","path":"/state/agenda/2","value":{"time":"11:30","title":"Breakout talks: AI, Platform & Web tracks"}}
+{"op":"add","path":"/state/agenda/3","value":{"time":"13:00","title":"Lunch & expo hall"}}
+{"op":"add","path":"/state/agenda/4","value":{"time":"14:30","title":"Hands-on workshops"}}
+{"op":"add","path":"/state/agenda/5","value":{"time":"17:00","title":"Closing panel & networking reception"}}
+{"op":"add","path":"/elements/speakers-heading","value":{"type":"Heading","props":{"text":"🎤 Speakers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/speakers-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/speakers","key":"name"},"children":["speaker-item"]}}
+{"op":"add","path":"/elements/speaker-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["speaker-avatar","speaker-info"]}}
+{"op":"add","path":"/elements/speaker-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/speaker-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["speaker-name","speaker-bio"]}}
+{"op":"add","path":"/elements/speaker-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"name":"Dr. Maya Chen","initials":"MC","bio":"Staff Engineer at Vertex — leading research on AI-assisted code review."}}
+{"op":"add","path":"/state/speakers/1","value":{"name":"Tomás Rivera","initials":"TR","bio":"Creator of the Forge build system; obsessed with fast developer loops."}}
+{"op":"add","path":"/state/speakers/2","value":{"name":"Priya Nair","initials":"PN","bio":"Platform lead at Loopline; scaling infra for 50M daily users."}}
+{"op":"add","path":"/state/speakers/3","value":{"name":"Sam Okafor","initials":"SO","bio":"Open-source maintainer and web performance evangelist."}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"🎟️ Tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tickets","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/tiers","key":"name"},"children":["tier-card"]}}
+{"op":"add","path":"/elements/tier-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["tier-name","tier-price","tier-desc"]}}
+{"op":"add","path":"/elements/tier-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tier-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tier-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tiers","value":[]}
+{"op":"add","path":"/state/tiers/0","value":{"name":"General Admission","price":299,"desc":"Full 2-day access to all talks and the expo hall."}}
+{"op":"add","path":"/state/tiers/1","value":{"name":"Workshop Pass","price":549,"desc":"GA plus hands-on workshops and lunch with speakers."}}
+{"op":"add","path":"/state/tiers/2","value":{"name":"VIP","price":899,"desc":"Front-row seating, speaker dinner, and exclusive swag."}}
+{"op":"add","path":"/elements/register-heading","value":{"type":"Heading","props":{"text":"✍️ Register","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/reg-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reg-callout","fc-name","fc-email","fc-tier","reg-actions"]}}
+{"op":"add","path":"/elements/reg-callout","value":{"type":"Callout","props":{"variant":"success","title":"You're registered!","description":"We'll email your ticket and updates shortly."},"visible":{"$state":"/registered"},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full name","input":"in-name"},"children":[]}}
+{"op":"add","path":"/elements/in-name","value":{"type":"Input","props":{"name":"name","placeholder":"Ada Lovelace","type":"text","value":{"$bindState":"/reg/name"}},"children":[]}}
+{"op":"add","path":"/state/reg/name","value":""}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"in-email","hint":"We'll send your ticket here."},"children":[]}}
+{"op":"add","path":"/elements/in-email","value":{"type":"Input","props":{"name":"email","placeholder":"ada@example.com","type":"email","value":{"$bindState":"/reg/email"}},"children":[]}}
+{"op":"add","path":"/state/reg/email","value":""}
+{"op":"add","path":"/elements/fc-tier","value":{"type":"FormControl","props":{"label":"Ticket tier","input":"in-tier"},"children":[]}}
+{"op":"add","path":"/elements/in-tier","value":{"type":"Select","props":{"name":"tier","items":["ti-ga","ti-ws","ti-vip"],"placeholder":"Choose a tier","value":{"$bindState":"/reg/tier"}},"children":[]}}
+{"op":"add","path":"/elements/ti-ga","value":{"type":"SelectItem","props":{"value":"ga","label":"General Admission — $299"},"children":[]}}
+{"op":"add","path":"/elements/ti-ws","value":{"type":"SelectItem","props":{"value":"ws","label":"Workshop Pass — $549"},"children":[]}}
+{"op":"add","path":"/elements/ti-vip","value":{"type":"SelectItem","props":{"value":"vip","label":"VIP — $899"},"children":[]}}
+{"op":"add","path":"/state/reg/tier","value":""}
+{"op":"add","path":"/elements/reg-actions","value":{"type":"Buttons","props":{"buttons":["btn-register"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-register","value":{"type":"Button","props":{"label":"Register now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..d89767a20
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-event__r4.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","register-section","footer-note"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hero-tags","hero-title","hero-sub","hero-desc"]}}
+{"op":"add","path":"/elements/hero-tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["tag-conf","tag-days"]}}
+{"op":"add","path":"/elements/tag-conf","value":{"type":"Tag","props":{"text":"Developer Conference","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/tag-days","value":{"type":"Tag","props":{"text":{"$template":"${/event/daysLeft} days left"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"level":"h1","text":{"$state":"/event/name"}},"children":[]}}
+{"op":"add","path":"/elements/hero-sub","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/event/date} · ${/event/venue}"}},"children":[]}}
+{"op":"add","path":"/elements/hero-desc","value":{"type":"TextContent","props":{"text":"Three days of keynotes, hands-on workshops, and hallway conversations with 2,500 engineers, designers, and founders."},"children":[]}}
+{"op":"add","path":"/state/event","value":{"name":"Nexus Summit 2026","date":"June 9–11, 2026","venue":"Moscone Center, San Francisco","daysLeft":92}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"center"},"children":["cd-number","cd-text"]}}
+{"op":"add","path":"/elements/cd-number","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/event/daysLeft}"}},"children":[]}}
+{"op":"add","path":"/elements/cd-text","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["cd-label","cd-sub"]}}
+{"op":"add","path":"/elements/cd-label","value":{"type":"TextContent","props":{"size":"large-heavy","text":"days remaining"},"children":[]}}
+{"op":"add","path":"/elements/cd-sub","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Join us ${/event/date} at ${/event/venue}"}},"children":[]}}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["agenda-heading","agenda-wrap"]}}
+{"op":"add","path":"/elements/agenda-heading","value":{"type":"Heading","props":{"level":"h2","text":"Agenda"},"children":[]}}
+{"op":"add","path":"/elements/agenda-wrap","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-row"]}}
+{"op":"add","path":"/elements/agenda-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["agenda-time","agenda-body"]}}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"time"}},"children":[]}}
+{"op":"add","path":"/elements/agenda-body","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["agenda-title","agenda-speaker"]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"title"}},"children":[]}}
+{"op":"add","path":"/elements/agenda-speaker","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"detail"}},"children":[]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"a1","time":"09:00","title":"Opening Keynote — The Next Decade of Interfaces","detail":"Dr. Amara Chen · Main Stage"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"a2","time":"10:30","title":"Panel: Design Systems at Scale","detail":"Diego Ortega + guests · Hall B"}}
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+{"op":"add","path":"/state/agenda/3","value":{"id":"a4","time":"13:30","title":"Workshop: Building with Real-Time AI","detail":"Marcus Webb · Lab 2 (bring a laptop)"}}
+{"op":"add","path":"/state/agenda/4","value":{"id":"a5","time":"15:30","title":"Fireside: Shipping Fast Without Breaking Trust","detail":"Priya Nair with host Sam Reyes · Main Stage"}}
+{"op":"add","path":"/state/agenda/5","value":{"id":"a6","time":"17:00","title":"Closing Reception & Networking","detail":"Drinks, music, and lightning demos · Rooftop Terrace"}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["speakers-heading","speakers-wrap"]}}
+{"op":"add","path":"/elements/speakers-heading","value":{"type":"Heading","props":{"level":"h2","text":"Speakers"},"children":[]}}
+{"op":"add","path":"/elements/speakers-wrap","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"repeat":{"statePath":"/speakers","key":"id"},"children":["speaker-row"]}}
+{"op":"add","path":"/elements/speaker-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["speaker-avatar","speaker-info"]}}
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+{"op":"add","path":"/elements/speaker-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"bio"}},"children":[]}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"s1","name":"Dr. Amara Chen","initials":"AC","bio":"Chief Scientist at Lumen Labs — pioneer of neural interfaces with 15 years in HCI research."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"s2","name":"Marcus Webb","initials":"MW","bio":"VP Engineering at Flowstate — built real-time collaboration infra serving 40M daily users."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"s3","name":"Priya Nair","initials":"PN","bio":"Founder of TrustLayer — leading voice on privacy-first product design and policy."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"s4","name":"Diego Ortega","initials":"DO","bio":"Staff Designer at Northwind — created design systems powering 2,000+ product teams."}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["tickets-heading","tickets-wrap"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"level":"h2","text":"Tickets"},"children":[]}}
+{"op":"add","path":"/elements/tickets-wrap","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"repeat":{"statePath":"/tiers","key":"id"},"children":["tier-card"]}}
+{"op":"add","path":"/elements/tier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["tier-note","tier-name","tier-price","tier-desc"]}}
+{"op":"add","path":"/elements/tier-note","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"note"}},"children":[]}}
+{"op":"add","path":"/elements/tier-name","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/tier-price","value":{"type":"Heading","props":{"level":"h3","text":{"$item":"price"}},"children":[]}}
+{"op":"add","path":"/elements/tier-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"desc"}},"children":[]}}
+{"op":"add","path":"/state/tiers","value":[]}
+{"op":"add","path":"/state/tiers/0","value":{"id":"t1","name":"General","price":"$499","desc":"All keynotes, panels, expo hall, and closing reception.","note":""}}
+{"op":"add","path":"/state/tiers/1","value":{"id":"t2","name":"Pro","price":"$899","desc":"Everything in General, plus hands-on workshops and full session recordings.","note":"Most popular"}}
+{"op":"add","path":"/state/tiers/2","value":{"id":"t3","name":"VIP","price":"$1,499","desc":"Front-row seating, speaker dinner, and 1:1 mentoring sessions.","note":"Limited to 50 seats"}}
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["register-heading","register-card"]}}
+{"op":"add","path":"/elements/register-heading","value":{"type":"Heading","props":{"level":"h2","text":"Register"},"children":[]}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reg-intro","reg-form","reg-success"]}}
+{"op":"add","path":"/elements/reg-intro","value":{"type":"TextContent","props":{"text":"Reserve your pass — confirmation lands in your inbox instantly."},"children":[]}}
+{"op":"add","path":"/elements/reg-form","value":{"type":"Form","props":{"name":"register","buttons":"reg-buttons","fields":["reg-name-field","reg-email-field"]},"children":[]}}
+{"op":"add","path":"/elements/reg-name-field","value":{"type":"FormControl","props":{"label":"Full name","input":"reg-name-input"},"children":[]}}
+{"op":"add","path":"/elements/reg-name-input","value":{"type":"Input","props":{"name":"name","placeholder":"Ada Lovelace","type":"text","value":{"$bindState":"/regName"}},"children":[]}}
+{"op":"add","path":"/state/regName","value":""}
+{"op":"add","path":"/elements/reg-email-field","value":{"type":"FormControl","props":{"label":"Email","input":"reg-email-input","hint":"We'll send your ticket and updates here."},"children":[]}}
+{"op":"add","path":"/elements/reg-email-input","value":{"type":"Input","props":{"name":"email","placeholder":"ada@example.com","type":"email","value":{"$bindState":"/regEmail"}},"children":[]}}
+{"op":"add","path":"/state/regEmail","value":""}
+{"op":"add","path":"/elements/reg-buttons","value":{"type":"Buttons","props":{"buttons":["reg-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/reg-submit","value":{"type":"Button","props":{"label":"Register now","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/registrations","value":{"id":"$id","name":{"$state":"/regName"},"email":{"$state":"/regEmail"}}}}},"children":[]}}
+{"op":"add","path":"/elements/reg-success","value":{"type":"Callout","props":{"variant":"success","title":"You're registered!","description":{"$template":"Confirmation sent to ${/registrations/0/email}. See you in ${/event/daysLeft} days!"}},"visible":{"$state":"/registrations/0"},"children":[]}}
+{"op":"add","path":"/state/registrations","value":[]}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"size":"small","text":"Nexus Summit 2026 · Code of Conduct · hello@nexussummit.dev"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..6b8df3ddd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","steps-card","cal-card","week-card","log-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Summary","subtitle":"Tuesday, March 11 · Your fitness at a glance"},"children":[]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["steps-head-row","steps-progress","steps-caption"]}}
+{"op":"add","path":"/elements/steps-head-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["steps-title","steps-tag"]}}
+{"op":"add","path":"/elements/steps-title","value":{"type":"TextContent","props":{"text":"Steps Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-tag","value":{"type":"Tag","props":{"text":{"$template":"${/steps/pct}% of goal"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/pct"},"label":{"$template":"${/steps/current} / ${/steps/goal} steps"}},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..7ca6fdc02
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,52 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..54390e2b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,41 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..2a86784f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,34 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r1.txt
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index 000000000..e2793ab0b
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..6e155a384
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..7b10d0e67
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+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r3.txt
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+{"op":"add","path":"/state/form/email","value":""}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume link","hint":"A public URL to your resume or portfolio (Google Drive, Dropbox, personal site)","input":"input-resume"},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://mysite.com/resume.pdf","type":"url","value":{"$bindState":"/form/resume"}},"children":[]}}
+{"op":"add","path":"/state/form/resume","value":""}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/submitted","value":false}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Callout","props":{"variant":"success","title":"Application submitted!","description":"Thanks for applying. Our recruiting team will review your application and reach out within 5 business days."},"visible":{"$state":"/submitted"},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["share-header","share-text","share-buttons","share-callout"]}}
+{"op":"add","path":"/elements/share-header","value":{"type":"CardHeader","props":{"title":"Share this Posting"},"children":[]}}
+{"op":"add","path":"/elements/share-text","value":{"type":"TextContent","props":{"text":"Know someone who'd be perfect for this role? Pass it along.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["btn-copy","btn-linkedin","btn-email"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-copy","value":{"type":"Button","props":{"label":"🔗 Copy link","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Link copied to your clipboard."}}},"children":[]}}
+{"op":"add","path":"/elements/btn-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Opening LinkedIn share dialog…"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-email","value":{"type":"Button","props":{"label":"Share via email","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Opening your email client with a pre-filled message…"}}},"children":[]}}
+{"op":"add","path":"/state/shared","value":""}
+{"op":"add","path":"/elements/share-callout","value":{"type":"Callout","props":{"variant":"info","title":"Sharing","description":{"$state":"/shared"}},"visible":{"$state":"/shared"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..9f90c72da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-job__r4.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","desc-card","quals-card","salary-card","apply-card","share-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["role-heading","team-text","tags"]}}
+{"op":"add","path":"/elements/role-heading","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/team-text","value":{"type":"TextContent","props":{"text":"Design Systems Team · Full-time · Remote (US)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tags","value":{"type":"TagBlock","props":{"tags":["Product Design","Figma","Remote","Full-time"]},"children":[]}}
+{"op":"add","path":"/elements/desc-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We're looking for a Senior Product Designer to help shape and evolve our design system across web and mobile. You'll partner closely with engineers, product managers, and researchers to craft cohesive, accessible experiences used by millions of people every day."},"children":[]}}
+{"op":"add","path":"/elements/quals-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["quals-heading","quals-list"]}}
+{"op":"add","path":"/elements/quals-heading","value":{"type":"Heading","props":{"text":"Qualifications","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/quals-list","value":{"type":"ListBlock","props":{"items":["q1","q2","q3","q4","q5"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/q1","value":{"type":"ListItem","props":{"title":"5+ years of product design experience","subtitle":"Shipping consumer or B2B products at scale"},"children":[]}}
+{"op":"add","path":"/elements/q2","value":{"type":"ListItem","props":{"title":"Expert-level Figma skills","subtitle":"Component libraries, variants, and auto-layout mastery"},"children":[]}}
+{"op":"add","path":"/elements/q3","value":{"type":"ListItem","props":{"title":"Design systems experience","subtitle":"Building, documenting, or maintaining a shared system"},"children":[]}}
+{"op":"add","path":"/elements/q4","value":{"type":"ListItem","props":{"title":"Strong accessibility knowledge","subtitle":"WCAG standards and inclusive design practices"},"children":[]}}
+{"op":"add","path":"/elements/q5","value":{"type":"ListItem","props":{"title":"Excellent communication","subtitle":"Able to present and defend design decisions to stakeholders"},"children":[]}}
+{"op":"add","path":"/elements/salary-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["salary-info","salary-badge"]}}
+{"op":"add","path":"/elements/salary-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["salary-heading","salary-text"]}}
+{"op":"add","path":"/elements/salary-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/salary-text","value":{"type":"TextContent","props":{"text":"Base salary plus equity and annual bonus.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/salary-badge","value":{"type":"Badge","props":{"text":"$140,000 – $185,000 / yr","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["apply-heading","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"jobApplication","buttons":"apply-buttons","fields":["fc-name","fc-email","fc-resume"]},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"in-name","hint":"Your first and last name"},"children":[]}}
+{"op":"add","path":"/elements/in-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/application/name"}},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"in-email","hint":"We'll only use this to contact you about your application"},"children":[]}}
+{"op":"add","path":"/elements/in-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/application/email"}},"children":[]}}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume Link","input":"in-resume","hint":"Link to your resume or portfolio (Google Drive, Dropbox, personal site)"},"children":[]}}
+{"op":"add","path":"/elements/in-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://yoursite.com/resume.pdf","type":"url","value":{"$bindState":"/application/resume"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["share-heading","share-buttons","share-callout"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this Posting","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["btn-copy","btn-linkedin","btn-twitter"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Link copied to clipboard!"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Opening LinkedIn share…"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-twitter","value":{"type":"Button","props":{"label":"Share on X","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"Opening X share…"}}},"children":[]}}
+{"op":"add","path":"/elements/share-callout","value":{"type":"Callout","props":{"variant":"success","title":"Shared","description":{"$state":"/shared"}},"visible":{"$state":"/shared"},"children":[]}}
+{"op":"add","path":"/state/shared","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..2b258082a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metrics-row","chart-card","products-card","download-bar"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"October 2025 · Founder summary"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta-tag"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/revenue","value":"$128,400"}
+{"op":"add","path":"/elements/revenue-delta-tag","value":{"type":"Tag","props":{"text":{"$state":"/metrics/revenueDelta"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueDelta","value":"+12% vs Sep"}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conv-label","conv-value","conv-detail","conv-tag"]}}
+{"op":"add","path":"/elements/conv-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conv-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/conversion"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/conversion","value":"3.8%"}
+{"op":"add","path":"/elements/conv-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/conversionDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/conversionDetail","value":"2,431 orders from 63,940 visits"}
+{"op":"add","path":"/elements/conv-tag","value":{"type":"Tag","props":{"text":"+0.4 pts vs Sep","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["chart-title","revenue-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"TextContent","props":{"text":"Revenue — last 6 months","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[82400,91700,88900,102300,114800,128400]},"children":[]}}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["products-title","products-list"]}}
+{"op":"add","path":"/elements/products-title","value":{"type":"TextContent","props":{"text":"Top 3 best sellers","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/products","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["product-name","product-units"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$template":"${rank}. ${name}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/products","value":[]}
+{"op":"add","path":"/state/products/0","value":{"id":"p1","rank":1,"name":"Aurora Desk Lamp","units":482}}
+{"op":"add","path":"/state/products/1","value":{"id":"p2","rank":2,"name":"Nimbus Ergonomic Chair","units":316}}
+{"op":"add","path":"/state/products/2","value":{"id":"p3","rank":3,"name":"Atlas Standing Desk","units":254}}
+{"op":"add","path":"/elements/download-bar","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["download-note","download-dialog"]}}
+{"op":"add","path":"/elements/download-note","value":{"type":"TextContent","props":{"text":"Data refreshed Oct 31, 11:59 PM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Download numbers","title":"October sales export","description":"Everything on this screen, packaged as a CSV.","triggerVariant":"default","content":["dl-summary","dl-button","dl-callout"]},"children":[]}}
+{"op":"add","path":"/elements/dl-summary","value":{"type":"TextContent","props":{"text":{"$template":"Revenue: ${/metrics/revenue} · Conversion: ${/metrics/conversion} · 6-month trend + top 3 products included."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dl-button","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/dl-callout","value":{"type":"Callout","props":{"variant":"success","title":"Download started","description":"october-2025-sales.csv is saving to your device."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..6b02c6f3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpis","chart-card","products-card","download"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"Founder's dashboard — October 2024"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-revenue","kpi-conversion"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-label","kpi-rev-value","kpi-rev-delta"]}}
+{"op":"add","path":"/elements/kpi-rev-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-rev-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueThisMonth}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/revenueThisMonth","value":"128,450"}
+{"op":"add","path":"/elements/kpi-rev-delta","value":{"type":"Tag","props":{"text":"▲ 12.4% vs last month","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-conv-label","kpi-conv-value","kpi-conv-delta"]}}
+{"op":"add","path":"/elements/kpi-conv-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv-value","value":{"type":"TextContent","props":{"text":{"$template":"${/conversionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":3.8}
+{"op":"add","path":"/elements/kpi-conv-delta","value":{"type":"Tag","props":{"text":"▲ 0.4 pts vs last month","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-title","chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Revenue — Last 6 Months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["series-revenue"],"variant":"natural","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-revenue","value":{"type":"Series","props":{"category":"Revenue","values":[84200,91600,88900,102300,114300,128450]},"children":[]}}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["products-title","products-list"]}}
+{"op":"add","path":"/elements/products-title","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${units} units sold — $${revenue} revenue"}},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"p1","name":"Pro Analytics Suite","units":1240,"revenue":"62,000"}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"p2","name":"Starter Plan (Annual)","units":986,"revenue":"41,400"}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"p3","name":"Team Collaboration Add-on","units":754,"revenue":"25,050"}}
+{"op":"add","path":"/elements/download","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["download-text","download-btn"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Need the raw numbers? Export this month's report.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/downloaded-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report downloaded","description":"sales-report-october-2024.csv has been saved."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header","kpis","chart-card","products-card","download","downloaded-callout"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..ba2aaaac1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["title","sub","rev-card","chart-head","rev-chart","prod-head","prod-table","conv-card","dl-row"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Monthly Sales Check — June","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/sub","value":{"type":"TextContent","props":{"text":"Founder dashboard · all figures in USD","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rev-label","rev-value","rev-note"]}}
+{"op":"add","path":"/elements/rev-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rev-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/monthlyRevenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/monthlyRevenue","value":84200}
+{"op":"add","path":"/elements/rev-note","value":{"type":"TextContent","props":{"text":"↑ 12.4% vs. May","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/chart-head","value":{"type":"Heading","props":{"text":"Revenue — last 6 months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rev-chart","value":{"type":"LineChart","props":{"labels":["Jan","Feb","Mar","Apr","May","Jun"],"series":["s-rev"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/s-rev","value":{"type":"Series","props":{"category":"Revenue","values":[52100,58900,63400,61800,74900,84200]},"children":[]}}
+{"op":"add","path":"/elements/prod-head","value":{"type":"Heading","props":{"text":"Top 3 products by units sold","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/prod-table","value":{"type":"Table","props":{"columns":["c-prod","c-units"]},"children":[]}}
+{"op":"add","path":"/elements/c-prod","value":{"type":"Col","props":{"label":"Product","data":{"$state":"/topProductsNames"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/topProductsNames","value":[]}
+{"op":"add","path":"/state/topProductsNames/0","value":"Pro Plan Subscription"}
+{"op":"add","path":"/state/topProductsNames/1","value":"Team Seat Add-on"}
+{"op":"add","path":"/state/topProductsNames/2","value":"Analytics Pack"}
+{"op":"add","path":"/elements/c-units","value":{"type":"Col","props":{"label":"Units sold","data":{"$state":"/topProductsUnits"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/topProductsUnits","value":[]}
+{"op":"add","path":"/state/topProductsUnits/0","value":412}
+{"op":"add","path":"/state/topProductsUnits/1","value":268}
+{"op":"add","path":"/state/topProductsUnits/2","value":157}
+{"op":"add","path":"/elements/conv-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["conv-label","conv-value","conv-bar"]}}
+{"op":"add","path":"/elements/conv-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conv-value","value":{"type":"TextContent","props":{"text":{"$template":"${/conversion}% of visitors became customers"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/conversion","value":3.8}
+{"op":"add","path":"/elements/conv-bar","value":{"type":"Progress","props":{"value":3.8,"label":"Conversion %"},"children":[]}}
+{"op":"add","path":"/elements/dl-row","value":{"type":"Buttons","props":{"buttons":["dl-btn","dl-btn2"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dl-btn","value":{"type":"Button","props":{"label":"Download June report (CSV)","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/dl-btn2","value":{"type":"Button","props":{"label":"Download 6-month export (PDF)","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..0262859a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-row","chart-card","products-card","download-row","download-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"March 2025 — founder snapshot"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"REVENUE THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/revenueThisMonth"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/revenueThisMonth","value":"$84,230"}
+{"op":"add","path":"/elements/revenue-delta","value":{"type":"Tag","props":{"text":"+12.4% vs Feb","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["conv-label","conv-value","conv-delta","conv-progress"]}}
+{"op":"add","path":"/elements/conv-label","value":{"type":"TextContent","props":{"text":"CONVERSION RATE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conv-value","value":{"type":"TextContent","props":{"text":{"$state":"/conversionRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":"3.8%"}
+{"op":"add","path":"/elements/conv-delta","value":{"type":"Tag","props":{"text":"+0.4 pts vs Feb","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conv-progress","value":{"type":"Progress","props":{"value":{"$state":"/conversionGoalProgress"},"label":{"$template":"${/conversionGoalProgress}% of 5% stretch goal"}},"children":[]}}
+{"op":"add","path":"/state/conversionGoalProgress","value":76}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-header","revenue-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Revenue — last 6 months","subtitle":"Net revenue by month, Oct through Mar"},"children":[]}}
+{"op":"add","path":"/elements/rev-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueHistory"}},"children":[]}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/months"},"series":["rev-series"],"variant":"natural","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/state/months","value":[]}
+{"op":"add","path":"/state/months/0","value":"Oct"}
+{"op":"add","path":"/state/months/1","value":"Nov"}
+{"op":"add","path":"/state/months/2","value":"Dec"}
+{"op":"add","path":"/state/months/3","value":"Jan"}
+{"op":"add","path":"/state/months/4","value":"Feb"}
+{"op":"add","path":"/state/months/5","value":"Mar"}
+{"op":"add","path":"/state/revenueHistory","value":[]}
+{"op":"add","path":"/state/revenueHistory/0","value":52400}
+{"op":"add","path":"/state/revenueHistory/1","value":58900}
+{"op":"add","path":"/state/revenueHistory/2","value":61200}
+{"op":"add","path":"/state/revenueHistory/3","value":64800}
+{"op":"add","path":"/state/revenueHistory/4","value":74950}
+{"op":"add","path":"/state/revenueHistory/5","value":84230}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["products-header","products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Top 3 best-sellers","subtitle":"By units sold this month"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["product-left","product-right"]}}
+{"op":"add","path":"/elements/product-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["product-rank","product-name"]}}
+{"op":"add","path":"/elements/product-rank","value":{"type":"Badge","props":{"text":{"$template":"#${rank}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["product-units","product-revenue"]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"TextContent","props":{"text":{"$template":"${units} units"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-revenue","value":{"type":"TextContent","props":{"text":{"$template":"${revenue} revenue"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"p1","rank":1,"name":"Pro Plan — Annual","units":"1,240","revenue":"$38,400"}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"p2","rank":2,"name":"Team Workspace","units":"865","revenue":"$27,900"}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"p3","rank":3,"name":"Starter Kit","units":"702","revenue":"$12,300"}}
+{"op":"add","path":"/elements/download-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["download-note","download-btn"]}}
+{"op":"add","path":"/elements/download-note","value":{"type":"TextContent","props":{"text":"Export includes monthly revenue, product rankings and funnel data.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/download-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report downloaded","description":"march-2025-sales.csv has been saved to your downloads."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..b3b3c7c98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","date-callout","summary-row","blocked-section","updates-heading","updates-list","missing-section","post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Async Standup — Team Orbit","subtitle":"Daily check-ins from the remote crew"},"children":[]}}
+{"op":"add","path":"/elements/date-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Today","description":{"$template":"${/todayDate} — updates due by 10:00 AM in your timezone"}},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, May 21, 2025"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"start","align":"center"},"children":["summary-submitted","summary-missing"]}}
+{"op":"add","path":"/elements/summary-submitted","value":{"type":"Tag","props":{"text":{"$template":"✅ ${/submittedCount} updates posted"},"variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/submittedCount","value":5}
+{"op":"add","path":"/elements/summary-missing","value":{"type":"Tag","props":{"text":{"$template":"⏳ ${/missingCount} still missing"},"variant":"warning","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Callout","props":{"variant":"error","title":"Blocked Teammates","description":"2 people are blocked and need help: Priya (API rate limits) and Marcus (waiting on design assets)."},"children":[]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today's Updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-top","update-body","update-blocked-tag"]}}
+{"op":"add","path":"/elements/update-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between"},"children":["update-avatar","update-name","update-time"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/update-body","value":{"type":"TextContent","props":{"text":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/elements/update-blocked-tag","value":{"type":"Tag","props":{"text":"🚫 Blocked","variant":"danger","size":"sm"},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"u1","name":"Priya Sharma","initials":"PS","time":"9:02 AM","status":"Shipped the new onboarding flow to staging. Today: fixing checkout bug #482. Blocked on API rate limits from the payments gateway — need a key upgrade.","blocked":true}}
+{"op":"add","path":"/state/updates/1","value":{"id":"u2","name":"Marcus Lee","initials":"ML","time":"8:47 AM","status":"Finished the dashboard wireframes. Blocked waiting on final brand assets from design before I can build the settings page.","blocked":true}}
+{"op":"add","path":"/state/updates/2","value":{"id":"u3","name":"Aiko Tanaka","initials":"AT","time":"9:15 AM","status":"Code review on the notifications service done. Pairing with Jordan on the WebSocket reconnect logic this afternoon.","blocked":false}}
+{"op":"add","path":"/state/updates/3","value":{"id":"u4","name":"Jordan Rivera","initials":"JR","time":"9:20 AM","status":"Deployed hotfix for the session timeout issue. Today: pairing with Aiko, then drafting the incident retro doc.","blocked":false}}
+{"op":"add","path":"/state/updates/4","value":{"id":"u5","name":"Sofia Almeida","initials":"SA","time":"7:58 AM","status":"User interview notes synthesized — summary posted in #research. Today: updating the Q3 roadmap deck.","blocked":false}}
+{"op":"add","path":"/elements/missing-section","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"${/missingCount} updates still missing"},"description":"Awaiting check-ins from: Tomás Herrera, Lena Fischer"},"children":[]}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["post-heading","post-input","post-buttons"]}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/post-input","value":{"type":"TextArea","props":{"name":"myUpdate","placeholder":"Yesterday I… Today I will… I'm blocked by…","rows":4,"value":{"$bindState":"/myUpdateText"}},"children":[]}}
+{"op":"add","path":"/state/myUpdateText","value":""}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-btn"]},"children":[]}}
+{"op":"add","path":"/elements/post-btn","value":{"type":"Button","props":{"label":"Post Update","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","initials":"YO","time":"Just now","status":{"$state":"/myUpdateText"},"blocked":false},"clearStatePath":"/myUpdateText"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..ac9a9da1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,74 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","blocked-section","updates-section","missing-section","post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-left","header-date"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Platform Team • daily check-in, no meetings required","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-date","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["date-label","date-text"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"Label","props":{"text":"Today"},"children":[]}}
+{"op":"add","path":"/elements/date-text","value":{"type":"TextContent","props":{"text":{"$state":"/today"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Tuesday, June 10, 2025"}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["summary-text","summary-blocked-tag","summary-missing-tag"]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":{"$template":"${/postedCount} of ${/teamSize} teammates have posted"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/summary-blocked-tag","value":{"type":"Tag","props":{"text":{"$template":"🚫 ${/blockedCount} blocked"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/summary-missing-tag","value":{"type":"Tag","props":{"text":{"$template":"${/missingCount} missing"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/postedCount","value":5}
+{"op":"add","path":"/state/teamSize","value":8}
+{"op":"add","path":"/state/blockedCount","value":2}
+{"op":"add","path":"/state/missingCount","value":3}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blocked-header","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"🚫 Blocked — needs help","subtitle":"Jump in if you can unblock a teammate"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-row"]}}
+{"op":"add","path":"/elements/blocked-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["blocked-person","blocked-tag"]}}
+{"op":"add","path":"/elements/blocked-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["blocked-avatar","blocked-info"]}}
+{"op":"add","path":"/elements/blocked-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/blocked-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["blocked-name","blocked-text"]}}
+{"op":"add","path":"/elements/blocked-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/blocked-text","value":{"type":"TextContent","props":{"text":{"$item":"blocker"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-tag","value":{"type":"Tag","props":{"text":"Blocked","variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","name":"Jonas Weber","initials":"JW","blocker":"Waiting on production DB access for the auth migration — DevOps ticket #4821 open for 3 days."}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"b2","name":"Diego Torres","initials":"DT","blocker":"Stripe sandbox keys expired — needs an IT admin to renew them before payment webhook work can continue."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["updates-header","updates-list"]}}
+{"op":"add","path":"/elements/updates-header","value":{"type":"CardHeader","props":{"title":"Today's Updates","subtitle":{"$template":"${/postedCount} teammates checked in so far"}},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-row"]}}
+{"op":"add","path":"/elements/update-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["update-top","update-status"]}}
+{"op":"add","path":"/elements/update-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["update-person","update-time"]}}
+{"op":"add","path":"/elements/update-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["update-avatar","update-name"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"u1","name":"Maya Chen","initials":"MC","time":"9:02 AM","status":"Finalized the new onboarding flow designs and handed them off to engineering. Today: reviewing the first implementation pass and annotating edge cases."}}
+{"op":"add","path":"/state/updates/1","value":{"id":"u2","name":"Jonas Weber","initials":"JW","time":"8:47 AM","status":"Auth service migration is stalled — still waiting on production DB access (DevOps ticket #4821). Pairing with Sam on the token refresh logic in the meantime."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"u3","name":"Aisha Rahman","initials":"AR","time":"9:15 AM","status":"Shipped the caching layer to staging — p95 latency down 38%. Today: running load tests and writing the rollout runbook."}}
+{"op":"add","path":"/state/updates/3","value":{"id":"u4","name":"Diego Torres","initials":"DT","time":"8:30 AM","status":"Can't finish the payment webhooks integration — Stripe sandbox keys expired and IT hasn't renewed them yet. Documenting the fallback flow while I wait."}}
+{"op":"add","path":"/state/updates/4","value":{"id":"u5","name":"Sara Kim","initials":"SK","time":"9:40 AM","status":"Closed 4 support escalations and updated the incident FAQ. Today: drafting the postmortem for Friday's outage."}}
+{"op":"add","path":"/elements/missing-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["missing-header","missing-list"]}}
+{"op":"add","path":"/elements/missing-header","value":{"type":"CardHeader","props":{"title":{"$template":"Missing updates (${/missingCount})"},"subtitle":"Haven't checked in yet today — give them a nudge"},"children":[]}}
+{"op":"add","path":"/elements/missing-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/missing","key":"id"},"children":["missing-row"]}}
+{"op":"add","path":"/elements/missing-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["missing-person","missing-badge"]}}
+{"op":"add","path":"/elements/missing-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["missing-avatar","missing-name"]}}
+{"op":"add","path":"/elements/missing-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/missing-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/missing-badge","value":{"type":"Badge","props":{"text":"Pending","variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/missing","value":[]}
+{"op":"add","path":"/state/missing/0","value":{"id":"m1","name":"Priya Nair","initials":"PN"}}
+{"op":"add","path":"/state/missing/1","value":{"id":"m2","name":"Tom Okafor","initials":"TO"}}
+{"op":"add","path":"/state/missing/2","value":{"id":"m3","name":"Lena Fischer","initials":"LF"}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["post-header","post-name-control","post-status-control","post-blocker-control","post-button"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"CardHeader","props":{"title":"Post Your Update","subtitle":"Share what you did, what's next, and anything in your way"},"children":[]}}
+{"op":"add","path":"/elements/post-name-control","value":{"type":"FormControl","props":{"label":"Your name","input":"post-name-select"},"children":[]}}
+{"op":"add","path":"/elements/post-name-select","value":{"type":"Select","props":{"name":"name","items":["opt-priya","opt-tom","opt-lena"],"placeholder":"Who are you?","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/opt-priya","value":{"type":"SelectItem","props":{"value":"Priya Nair","label":"Priya Nair"},"children":[]}}
+{"op":"add","path":"/elements/opt-tom","value":{"type":"SelectItem","props":{"value":"Tom Okafor","label":"Tom Okafor"},"children":[]}}
+{"op":"add","path":"/elements/opt-lena","value":{"type":"SelectItem","props":{"value":"Lena Fischer","label":"Lena Fischer"},"children":[]}}
+{"op":"add","path":"/elements/post-status-control","value":{"type":"FormControl","props":{"label":"Today's update","hint":"Yesterday → today → anything in the way","input":"post-status-input"},"children":[]}}
+{"op":"add","path":"/elements/post-status-input","value":{"type":"TextArea","props":{"name":"status","rows":3,"placeholder":"Shipped the new dashboard, today I'm tackling the export bug…","value":{"$bindState":"/form/status"}},"children":[]}}
+{"op":"add","path":"/elements/post-blocker-control","value":{"type":"FormControl","props":{"label":"Blockers (optional)","input":"post-blocker-input"},"children":[]}}
+{"op":"add","path":"/elements/post-blocker-input","value":{"type":"Input","props":{"name":"blocker","placeholder":"Anything slowing you down?","value":{"$bindState":"/form/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/form/name"},"initials":"You","time":"just now","status":{"$state":"/form/status"}},"clearStatePath":"/form/status"}}},"children":[]}}
+{"op":"add","path":"/state/form/name","value":""}
+{"op":"add","path":"/state/form/status","value":""}
+{"op":"add","path":"/state/form/blocker","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..5ed6da963
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats-row","blocked-section","missing-card","updates-section","form-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🌅 Async Standup — Platform Team","subtitle":{"$template":"📅 ${/today} · async — post before EOD in your timezone"}},"children":[]}}
+{"op":"add","path":"/state/today","value":"Friday, June 14, 2025"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["stat-submitted","stat-missing","stat-blocked"]}}
+{"op":"add","path":"/elements/stat-submitted","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-submitted-num","stat-submitted-label"]}}
+{"op":"add","path":"/elements/stat-submitted-num","value":{"type":"TextContent","props":{"text":{"$template":"${/postedCount}/${/totalCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-submitted-label","value":{"type":"TextContent","props":{"text":"Updates posted","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-missing","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-missing-num","stat-missing-label"]}}
+{"op":"add","path":"/elements/stat-missing-num","value":{"type":"TextContent","props":{"text":{"$template":"${/missingCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-missing-label","value":{"type":"TextContent","props":{"text":"Still missing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-blocked","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-blocked-num","stat-blocked-label"]}}
+{"op":"add","path":"/elements/stat-blocked-num","value":{"type":"TextContent","props":{"text":{"$template":"${/blockedCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-blocked-label","value":{"type":"TextContent","props":{"text":"Blocked","size":"small"},"children":[]}}
+{"op":"add","path":"/state/postedCount","value":5}
+{"op":"add","path":"/state/totalCount","value":7}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/state/blockedCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"🚨 Blocked — needs attention","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-alert"]}}
+{"op":"add","path":"/elements/blocked-alert","value":{"type":"Alert","props":{"title":{"$item":"name"},"description":{"$item":"blocker"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","name":"Priya Patel","blocker":"Waiting on staging DB credentials from DevOps since Tuesday — cannot run migration tests."}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"b2","name":"Marcus Chen","blocker":"Onboarding design handoff is 2 days late — needs final review from Ana before frontend work can start."}}
+{"op":"add","path":"/elements/missing-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["missing-text","missing-tags"]}}
+{"op":"add","path":"/elements/missing-text","value":{"type":"TextContent","props":{"text":{"$template":"⏳ **${/missingCount} of ${/totalCount}** teammates haven't posted yet — a friendly nudge may help."}},"children":[]}}
+{"op":"add","path":"/elements/missing-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/missingNames"}},"children":[]}}
+{"op":"add","path":"/state/missingNames","value":["Sofia Ramirez","Tom Nguyen"]}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-summary","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team Updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-summary","value":{"type":"TextContent","props":{"text":{"$template":"${/postedCount} posted · ${/missingCount} missing · ${/blockedCount} blocked"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-header","update-body","update-flag"]}}
+{"op":"add","path":"/elements/update-header","value":{"type":"CardHeader","props":{"title":{"$item":"name"},"subtitle":{"$template":"${role} · posted ${time}"}},"children":[]}}
+{"op":"add","path":"/elements/update-body","value":{"type":"TextContent","props":{"text":{"$template":"**Yesterday:** ${yesterday}\n\n**Today:** ${today}"}},"children":[]}}
+{"op":"add","path":"/elements/update-flag","value":{"type":"TextContent","props":{"text":{"$item":"flag"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"u1","name":"Ana Kovač","role":"Engineering Manager","time":"9:12 AM","yesterday":"Reviewed Q3 roadmap draft; 1:1s with the backend pod.","today":"Finalizing the roadmap; interviewing Sr. Backend candidate at 2 PM.","flag":"✅ On track"}}
+{"op":"add","path":"/state/updates/1","value":{"id":"u2","name":"James O'Brien","role":"Backend Engineer","time":"8:47 AM","yesterday":"Shipped the rate-limiter to prod; fixed the flaky auth test.","today":"Pairing with Priya on migration scripts once she's unblocked; clearing code review backlog.","flag":"✅ On track"}}
+{"op":"add","path":"/state/updates/2","value":{"id":"u3","name":"Priya Patel","role":"Backend Engineer","time":"7:30 AM","yesterday":"Wrote migration scripts for the orders table.","today":"Blocked on staging DB credentials; drafting the rollback plan in the meantime.","flag":"🚫 Blocked: staging DB credentials (DevOps)"}}
+{"op":"add","path":"/state/updates/3","value":{"id":"u4","name":"Lena Fischer","role":"Product Designer","time":"10:05 AM","yesterday":"Prototype v2 for the onboarding flow; synthesized usability notes.","today":"Iterating on onboarding screens; prepping handoff files for Marcus.","flag":"✅ On track"}}
+{"op":"add","path":"/state/updates/4","value":{"id":"u5","name":"Marcus Chen","role":"Frontend Engineer","time":"9:58 AM","yesterday":"Built the settings page skeleton; fixed the nav regression.","today":"Blocked on the onboarding design handoff; picking up the dashboard widget bug instead.","flag":"🚫 Blocked: onboarding design handoff"}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["form-header","post-form"]}}
+{"op":"add","path":"/elements/form-header","value":{"type":"CardHeader","props":{"title":"✍️ Post Your Update","subtitle":"Share what you did, what's next, and anything blocking you."},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Form","props":{"name":"standup","buttons":"form-buttons","fields":["fc-name","fc-yesterday","fc-today","fc-blocker"]},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Your name","input":"input-name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"e.g. Alex Kim","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/fc-yesterday","value":{"type":"FormControl","props":{"label":"Yesterday","input":"input-yesterday","hint":"What did you get done?"},"children":[]}}
+{"op":"add","path":"/elements/input-yesterday","value":{"type":"TextArea","props":{"name":"yesterday","rows":2,"placeholder":"Shipped X, reviewed Y…","value":{"$bindState":"/form/yesterday"}},"children":[]}}
+{"op":"add","path":"/elements/fc-today","value":{"type":"FormControl","props":{"label":"Today","input":"input-today","hint":"What's the plan?"},"children":[]}}
+{"op":"add","path":"/elements/input-today","value":{"type":"TextArea","props":{"name":"today","rows":2,"placeholder":"Working on Z…","value":{"$bindState":"/form/today"}},"children":[]}}
+{"op":"add","path":"/elements/fc-blocker","value":{"type":"FormControl","props":{"label":"Blockers (optional)","input":"input-blocker"},"children":[]}}
+{"op":"add","path":"/elements/input-blocker","value":{"type":"TextArea","props":{"name":"blocker","rows":2,"placeholder":"Anything in your way?","value":{"$bindState":"/form/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-post"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-post","value":{"type":"Button","props":{"label":"Post Update","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/form/name"},"role":"You","time":"just now","yesterday":{"$state":"/form/yesterday"},"today":{"$state":"/form/today"},"flag":"✅ Posted just now"},"clearStatePath":"/form/today"}}},"children":[]}}
+{"op":"add","path":"/state/form/name","value":""}
+{"op":"add","path":"/state/form/yesterday","value":""}
+{"op":"add","path":"/state/form/today","value":""}
+{"op":"add","path":"/state/form/blocker","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..38b0f11ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,86 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats-card","blocked-callout","blocked-card","updates-section","missing-card","post-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-left","date-chip"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"☀️ Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Team Orbit · No meeting, just momentum","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-chip","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["date-text"]}}
+{"op":"add","path":"/elements/date-text","value":{"type":"TextContent","props":{"text":{"$state":"/today"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Tuesday, June 10, 2025"}
+{"op":"add","path":"/elements/stats-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["stats-row","progress"]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"evenly","align":"center","gap":"m","wrap":true},"children":["stat-posted","stat-missing","stat-blocked"]}}
+{"op":"add","path":"/elements/stat-posted","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sp-num","sp-label"]}}
+{"op":"add","path":"/elements/sp-num","value":{"type":"TextContent","props":{"text":{"$template":"${/postedCount} of ${/teamSize}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sp-label","value":{"type":"TextContent","props":{"text":"Updates posted","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-missing","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sm-num","sm-label"]}}
+{"op":"add","path":"/elements/sm-num","value":{"type":"TextContent","props":{"text":{"$state":"/missingCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sm-label","value":{"type":"TextContent","props":{"text":"Still missing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-blocked","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sb-num","sb-label"]}}
+{"op":"add","path":"/elements/sb-num","value":{"type":"TextContent","props":{"text":{"$state":"/blockedCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sb-label","value":{"type":"TextContent","props":{"text":"Blocked","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":{"$state":"/participation"},"label":{"$template":"${/postedCount} of ${/teamSize} teammates checked in"}},"children":[]}}
+{"op":"add","path":"/state/postedCount","value":3}
+{"op":"add","path":"/state/teamSize","value":5}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/state/blockedCount","value":1}
+{"op":"add","path":"/state/participation","value":60}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"error","title":{"$template":"${/blockedCount} teammate blocked right now"},"description":{"$template":"${/blocked/0/name}: ${/blocked/0/reason} Can anyone help escalate?"}},"children":[]}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","name":"Diego Alvarez","initials":"DA","reason":"Waiting on vendor API keys for the shipping integration — blocking the checkout ticket. Will stub the responses tomorrow if there's no reply."}}
+{"op":"add","path":"/elements/blocked-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blocked-head","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-head","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["blocked-tag","blocked-sub"]}}
+{"op":"add","path":"/elements/blocked-tag","value":{"type":"Tag","props":{"text":"🚫 Blocked","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/blocked-sub","value":{"type":"TextContent","props":{"text":"Jump in if you can help","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bi-top","bi-reason"]}}
+{"op":"add","path":"/elements/bi-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["bi-avatar","bi-name"]}}
+{"op":"add","path":"/elements/bi-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/bi-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bi-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"}},"children":[]}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-head","updates-list"]}}
+{"op":"add","path":"/elements/updates-head","value":{"type":"Heading","props":{"text":"Today's updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["update-top","update-text"]}}
+{"op":"add","path":"/elements/update-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"start","gap":"m"},"children":["update-person","update-meta"]}}
+{"op":"add","path":"/elements/update-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["up-avatar","up-person-col"]}}
+{"op":"add","path":"/elements/up-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/up-person-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["up-name","up-role"]}}
+{"op":"add","path":"/elements/up-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/up-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/update-meta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["up-tag","up-time"]}}
+{"op":"add","path":"/elements/up-tag","value":{"type":"Tag","props":{"text":{"$item":"statusLabel"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/up-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/update-text","value":{"type":"TextContent","props":{"text":{"$item":"text"}},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"u1","name":"Maya Chen","role":"Engineering Lead · GMT+8","initials":"MC","time":"Posted 2h ago","statusLabel":"On Track","variant":"success","text":"Shipped the new onboarding flow to staging yesterday — thanks for the quick reviews! Today: pairing with Raj on the payments webhook retry logic. No blockers."}}
+{"op":"add","path":"/state/updates/1","value":{"id":"u2","name":"Diego Alvarez","role":"Backend Engineer · GMT-6","initials":"DA","time":"Posted 1h ago","statusLabel":"Blocked","variant":"danger","text":"Still waiting on API keys from the vendor for the shipping integration — this blocks the checkout ticket. Emailed them again this morning; if nothing by tomorrow I'll stub the responses. Anyone with a contact there, please ping me."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"u3","name":"Priya Sharma","role":"Product Manager · GMT+1","initials":"PS","time":"Posted 45m ago","statusLabel":"In Progress","variant":"info","text":"Drafted the Q3 roadmap doc — ready for review in Notion. Today: user interviews at 14:00 and 16:00. Need final sign-off on pricing page copy by EOD — Maya, can you take a look?"}}
+{"op":"add","path":"/elements/missing-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["missing-head","missing-list"]}}
+{"op":"add","path":"/elements/missing-head","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s"},"children":["missing-title","missing-badge"]}}
+{"op":"add","path":"/elements/missing-title","value":{"type":"Heading","props":{"text":"Still waiting on","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/missing-badge","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} pending"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/missing-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/missing","key":"id"},"children":["missing-item"]}}
+{"op":"add","path":"/elements/missing-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["mi-left","mi-tag"]}}
+{"op":"add","path":"/elements/mi-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["mi-avatar","mi-col"]}}
+{"op":"add","path":"/elements/mi-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/mi-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["mi-name","mi-role"]}}
+{"op":"add","path":"/elements/mi-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mi-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mi-tag","value":{"type":"Tag","props":{"text":"Pending","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/missing","value":[]}
+{"op":"add","path":"/state/missing/0","value":{"id":"m1","name":"Ana Kowalski","role":"Frontend Engineer · GMT+1","initials":"AK"}}
+{"op":"add","path":"/state/missing/1","value":{"id":"m2","name":"Raj Patel","role":"Backend Engineer · GMT+5:30","initials":"RP"}}
+{"op":"add","path":"/elements/post-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["post-header","post-form"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"What did you ship? What's next? Anything in your way?"},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Form","props":{"name":"standupForm","buttons":"post-buttons","fields":["fc-status","fc-update"]},"children":[]}}
+{"op":"add","path":"/elements/fc-status","value":{"type":"FormControl","props":{"label":"How's today going?","input":"status-select","hint":"Choose Blocked if something is in your way — it flags the team"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"status","items":["si-done","si-progress","si-blocked"],"value":{"$bindState":"/newStatus"}},"children":[]}}
+{"op":"add","path":"/elements/si-done","value":{"type":"SelectItem","props":{"value":"On Track","label":"✅ On track"},"children":[]}}
+{"op":"add","path":"/elements/si-progress","value":{"type":"SelectItem","props":{"value":"In Progress","label":"🔨 In progress"},"children":[]}}
+{"op":"add","path":"/elements/si-blocked","value":{"type":"SelectItem","props":{"value":"Blocked","label":"🚫 Blocked"},"children":[]}}
+{"op":"add","path":"/elements/fc-update","value":{"type":"FormControl","props":{"label":"Your update","input":"update-input"},"children":[]}}
+{"op":"add","path":"/elements/update-input","value":{"type":"TextArea","props":{"name":"update","placeholder":"Yesterday: …\nToday: …\nBlockers: …","rows":4,"value":{"$bindState":"/newUpdateText"}},"children":[]}}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/post-btn","value":{"type":"Button","props":{"label":"Post update","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Product Designer · GMT-5","initials":"YO","time":"Just now","statusLabel":{"$state":"/newStatus"},"text":{"$state":"/newUpdateText"}},"clearStatePath":"/newUpdateText"}}},"children":[]}}
+{"op":"add","path":"/state/newStatus","value":"On Track"}
+{"op":"add","path":"/state/newUpdateText","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..b5879b3c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","summary-alert","controls-card","list-card","queue-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Restock alerts for items at or below your low-stock threshold"},"children":[]}}
+{"op":"add","path":"/elements/summary-alert","value":{"type":"Alert","props":{"variant":"warning","title":"6 items are running low on stock","description":{"$template":"All items with ${/threshold} or fewer units remaining are listed below, sorted by urgency."}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":"10"}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","type":"text","placeholder":"Search by name, category, or SKU…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/fc-search","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Type to filter the list below"},"children":[]}}
+{"op":"add","path":"/elements/opt-5","value":{"type":"SelectItem","props":{"value":"5","label":"≤ 5 units"},"children":[]}}
+{"op":"add","path":"/elements/opt-10","value":{"type":"SelectItem","props":{"value":"10","label":"≤ 10 units"},"children":[]}}
+{"op":"add","path":"/elements/opt-15","value":{"type":"SelectItem","props":{"value":"15","label":"≤ 15 units"},"children":[]}}
+{"op":"add","path":"/elements/opt-20","value":{"type":"SelectItem","props":{"value":"20","label":"≤ 20 units"},"children":[]}}
+{"op":"add","path":"/elements/threshold-select","value":{"type":"Select","props":{"name":"threshold","items":["opt-5","opt-10","opt-15","opt-20"],"value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/elements/fc-threshold","value":{"type":"FormControl","props":{"label":"Warning threshold","input":"threshold-select","hint":"Items at or below this unit count trigger a warning"},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"start","wrap":true},"children":["fc-search","fc-threshold"]}}
+{"op":"add","path":"/elements/list-header","value":{"type":"CardHeader","props":{"title":"Low-stock items","subtitle":{"$template":"Items with ${/threshold} or fewer units remaining"}},"children":[]}}
+{"op":"add","path":"/elements/search-echo","value":{"type":"TextContent","props":{"text":{"$template":"Showing results for “${/searchQuery}”"},"size":"small"},"visible":{"$state":"/searchQuery"},"children":[]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${category} · SKU ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${units} left"},"variant":{"$item":"severity"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$template":"${name}"},"quantity":{"$template":"${reorderQty}"}}}}},"children":[]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["item-info","item-units","reorder-btn"]}}
+{"op":"add","path":"/elements/items-repeat","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowItems","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/state/lowItems","value":[]}
+{"op":"add","path":"/state/lowItems/0","value":{"id":"itm-1","name":"Paper Towels 2-Roll","category":"Household","sku":"HOME-3417","units":2,"reorderQty":48,"severity":"danger"}}
+{"op":"add","path":"/state/lowItems/1","value":{"id":"itm-2","name":"AA Batteries 8-Pack","category":"Household","sku":"HOME-3301","units":3,"reorderQty":50,"severity":"danger"}}
+{"op":"add","path":"/state/lowItems/2","value":{"id":"itm-3","name":"Organic Whole Milk 1L","category":"Dairy","sku":"DAIRY-1024","units":4,"reorderQty":24,"severity":"danger"}}
+{"op":"add","path":"/state/lowItems/3","value":{"id":"itm-4","name":"Cold Brew Coffee 330ml","category":"Beverages","sku":"BEV-2210","units":6,"reorderQty":36,"severity":"warning"}}
+{"op":"add","path":"/state/lowItems/4","value":{"id":"itm-5","name":"Sourdough Bread Loaf","category":"Bakery","sku":"BAK-1187","units":7,"reorderQty":30,"severity":"warning"}}
+{"op":"add","path":"/state/lowItems/5","value":{"id":"itm-6","name":"Free-Range Eggs (Dozen)","category":"Dairy","sku":"DAIRY-1058","units":9,"reorderQty":40,"severity":"warning"}}
+{"op":"add","path":"/elements/list-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["list-header","search-echo","items-repeat"]}}
+{"op":"add","path":"/elements/queue-header","value":{"type":"CardHeader","props":{"title":"Reorder Queue","subtitle":"Purchase orders placed during this session"},"children":[]}}
+{"op":"add","path":"/elements/queue-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/queue-qty","value":{"type":"Tag","props":{"text":{"$template":"${quantity} units"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/queue-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorders","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/queue-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["queue-qty","queue-remove"]}}
+{"op":"add","path":"/elements/queue-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["queue-name","queue-right"]}}
+{"op":"add","path":"/elements/queue-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorders","key":"id"},"children":["queue-row"]}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/elements/queue-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["queue-header","queue-list"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..4fcf7ea59
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-row","threshold-alert","controls-card","items-heading-row","items-list","sep-1","reorders-heading","reorders-note","reorders-list","submit-alert","submit-btn"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["title-block","tag-count"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Low Inventory","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"These items are at or below your warning threshold and need restocking.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tag-count","value":{"type":"Tag","props":{"text":"6 items low","variant":"warning","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/threshold-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"Low stock threshold: ${/threshold} units"},"description":"Any item whose remaining stock falls to this level or lower appears in this list. Adjust the threshold below."},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["controls-row","controls-note"]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["search-control","threshold-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","hint":"Filter by item name or SKU","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"e.g. milk or DAI-001","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Low-stock threshold (units)","hint":"Warn when stock falls to this level","input":"threshold-slider"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":0,"max":50,"step":1,"value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/elements/controls-note","value":{"type":"TextContent","props":{"text":{"$template":"Currently showing items with ${/threshold} or fewer units remaining."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/items-heading-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["items-heading","items-tag"]}}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"text":"Items Running Low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/items-tag","value":{"type":"Tag","props":{"text":"6 SKUs below threshold","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-card"]}}
+{"op":"add","path":"/elements/item-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["item-info","item-meta"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-details"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · ${category} · Supplier: ${supplier} · Reorder pack: ${reorderQty}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["item-units","reorder-btn"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${units} left"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"},"sku":{"$item":"sku"},"qty":{"$item":"reorderQty"},"supplier":{"$item":"supplier"}}}}},"children":[]}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"itm-1","name":"Whole Milk 1L","sku":"DAI-001","category":"Dairy","units":4,"reorderQty":24,"supplier":"FarmFresh Dairy"}}
+{"op":"add","path":"/state/items/1","value":{"id":"itm-2","name":"Sourdough Bread Loaf","sku":"BAK-012","category":"Bakery","units":2,"reorderQty":30,"supplier":"Golden Crust Bakery"}}
+{"op":"add","path":"/state/items/2","value":{"id":"itm-3","name":"Free-Range Eggs (Dozen)","sku":"DAI-014","category":"Dairy","units":6,"reorderQty":48,"supplier":"FarmFresh Dairy"}}
+{"op":"add","path":"/state/items/3","value":{"id":"itm-4","name":"Arabica Coffee Beans 500g","sku":"BEV-032","category":"Beverages","units":8,"reorderQty":20,"supplier":"RoastWorks Co."}}
+{"op":"add","path":"/state/items/4","value":{"id":"itm-5","name":"Organic Bananas (kg)","sku":"PRO-007","category":"Produce","units":3,"reorderQty":40,"supplier":"GreenValley Produce"}}
+{"op":"add","path":"/state/items/5","value":{"id":"itm-6","name":"Sparkling Water 6-Pack","sku":"BEV-045","category":"Beverages","units":9,"reorderQty":25,"supplier":"PureSpring Beverages"}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/reorders-heading","value":{"type":"Heading","props":{"text":"Reorder Requests","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/reorders-note","value":{"type":"TextContent","props":{"text":"Tap Reorder on any item above to add it to this list, then submit all requests to your suppliers.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorder-row"]}}
+{"op":"add","path":"/elements/reorder-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["reorder-info","reorder-cancel"]}}
+{"op":"add","path":"/elements/reorder-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["reorder-name","reorder-sub"]}}
+{"op":"add","path":"/elements/reorder-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorder-sub","value":{"type":"TextContent","props":{"text":{"$template":"${qty} units · SKU ${sku} · ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorders","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/elements/submit-alert","value":{"type":"Alert","props":{"variant":"success","title":"Reorder requests submitted","description":"Your suppliers have been notified and will confirm delivery windows shortly."},"visible":{"$state":"/submitted"},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit All Reorder Requests","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/submitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..bc973b2cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","threshold-alert","controls","items-heading","items-list","sep","reorders-heading","reorders-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warning","subtitle":{"$template":"${/lowStockItems} items need restocking — review and reorder below"}},"children":[]}}
+{"op":"add","path":"/elements/threshold-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Low-stock threshold active","description":{"$template":"This warning triggers when an item drops to ${/threshold} units or fewer. Adjust the threshold below."}},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["threshold-control","search-control"]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Warning threshold (units)","input":"threshold-slider","hint":"Items at or below this count appear in the warning list."},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":1,"max":50,"step":1,"label":{"$template":"Trigger at ${/threshold} units or fewer"},"value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":20}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter by item name or SKU."},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. milk, DAI-2043…","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["item-info","item-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · ${category} · Reorder pack: ${reorderQty} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["item-badge","reorder-btn"]}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":{"$template":"${units} units left"},"variant":{"$item":"severity"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"},"qty":{"$item":"reorderQty"}}}}},"children":[]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"itm-1","name":"Organic Arabica Coffee Beans 1kg","sku":"COF-1001","category":"Beverages","units":8,"reorderQty":40,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"itm-2","name":"Whole Milk 1L","sku":"DAI-2043","category":"Dairy","units":12,"reorderQty":60,"severity":"warning"}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"itm-3","name":"Sourdough Bread Loaf","sku":"BAK-3307","category":"Bakery","units":5,"reorderQty":30,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"itm-4","name":"Free-Range Eggs (dozen)","sku":"DAI-2071","category":"Dairy","units":18,"reorderQty":48,"severity":"warning"}}
+{"op":"add","path":"/state/lowStockItems/4","value":{"id":"itm-5","name":"Jasmine Rice 5kg","sku":"GRC-4412","category":"Grocery","units":3,"reorderQty":25,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/5","value":{"id":"itm-6","name":"Cold-Pressed Olive Oil 750ml","sku":"GRC-4470","category":"Grocery","units":15,"reorderQty":24,"severity":"warning"}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/reorders-heading","value":{"type":"Heading","props":{"text":"Reorders placed this session","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/reorders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorder-row"]}}
+{"op":"add","path":"/elements/reorder-row","value":{"type":"TextContent","props":{"text":{"$template":"✓ ${name} — ${qty} units ordered from supplier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..bc973b2cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","threshold-alert","controls","items-heading","items-list","sep","reorders-heading","reorders-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warning","subtitle":{"$template":"${/lowStockItems} items need restocking — review and reorder below"}},"children":[]}}
+{"op":"add","path":"/elements/threshold-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Low-stock threshold active","description":{"$template":"This warning triggers when an item drops to ${/threshold} units or fewer. Adjust the threshold below."}},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["threshold-control","search-control"]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Warning threshold (units)","input":"threshold-slider","hint":"Items at or below this count appear in the warning list."},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":1,"max":50,"step":1,"label":{"$template":"Trigger at ${/threshold} units or fewer"},"value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":20}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter by item name or SKU."},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. milk, DAI-2043…","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["item-info","item-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · ${category} · Reorder pack: ${reorderQty} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["item-badge","reorder-btn"]}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":{"$template":"${units} units left"},"variant":{"$item":"severity"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"},"qty":{"$item":"reorderQty"}}}}},"children":[]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"itm-1","name":"Organic Arabica Coffee Beans 1kg","sku":"COF-1001","category":"Beverages","units":8,"reorderQty":40,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"itm-2","name":"Whole Milk 1L","sku":"DAI-2043","category":"Dairy","units":12,"reorderQty":60,"severity":"warning"}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"itm-3","name":"Sourdough Bread Loaf","sku":"BAK-3307","category":"Bakery","units":5,"reorderQty":30,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"itm-4","name":"Free-Range Eggs (dozen)","sku":"DAI-2071","category":"Dairy","units":18,"reorderQty":48,"severity":"warning"}}
+{"op":"add","path":"/state/lowStockItems/4","value":{"id":"itm-5","name":"Jasmine Rice 5kg","sku":"GRC-4412","category":"Grocery","units":3,"reorderQty":25,"severity":"danger"}}
+{"op":"add","path":"/state/lowStockItems/5","value":{"id":"itm-6","name":"Cold-Pressed Olive Oil 750ml","sku":"GRC-4470","category":"Grocery","units":15,"reorderQty":24,"severity":"warning"}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/reorders-heading","value":{"type":"Heading","props":{"text":"Reorders placed this session","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/reorders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorder-row"]}}
+{"op":"add","path":"/elements/reorder-row","value":{"type":"TextContent","props":{"text":{"$template":"✓ ${name} — ${qty} units ordered from supplier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..4217e760d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r1.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","sla","metrics","sep","toolbar","list-all","list-high"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"CardHeader","props":{"title":"Good morning, Alex","subtitle":"Tuesday, May 21 · Support queue briefing"},"children":[]}}
+{"op":"add","path":"/elements/sla","value":{"type":"Callout","props":{"variant":"warning","title":"SLA watch","description":"3 tickets are approaching the 30-minute first-response target. Prioritize the queue before standup."},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["m-open","m-frt"]}}
+{"op":"add","path":"/elements/m-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-open-l","m-open-v","m-open-n"]}}
+{"op":"add","path":"/elements/m-open-l","value":{"type":"Label","props":{"text":"Open tickets"},"children":[]}}
+{"op":"add","path":"/elements/m-open-v","value":{"type":"TextContent","props":{"text":{"$state":"/openCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/openCount","value":18}
+{"op":"add","path":"/elements/m-open-n","value":{"type":"TextContent","props":{"text":"+4 since yesterday evening","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-frt","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-frt-l","m-frt-v","m-frt-n"]}}
+{"op":"add","path":"/elements/m-frt-l","value":{"type":"Label","props":{"text":"Avg first response"},"children":[]}}
+{"op":"add","path":"/elements/m-frt-v","value":{"type":"TextContent","props":{"text":{"$state":"/avgFirstResponse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgFirstResponse","value":"14 min"}
+{"op":"add","path":"/elements/m-frt-n","value":{"type":"TextContent","props":{"text":"Target: 30 min · on track","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true},"children":["tb-title","tb-actions"]}}
+{"op":"add","path":"/elements/tb-title","value":{"type":"Heading","props":{"text":"Most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tb-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["filter-btns","dlg"]}}
+{"op":"add","path":"/elements/filter-btns","value":{"type":"Buttons","props":{"buttons":["btn-all","btn-high"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All","size":"small","variant":{"$cond":{"$state":"/filter","eq":"all"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/filter","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-high","value":{"type":"Button","props":{"label":"High priority only","size":"small","variant":{"$cond":{"$state":"/filter","eq":"high"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/filter","value":"high"}}},"children":[]}}
+{"op":"add","path":"/state/filter","value":"all"}
+{"op":"add","path":"/elements/dlg","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New ticket","title":"Open a new ticket","description":"Log a customer issue into the support queue.","triggerVariant":"default","content":["f-subj","f-prio","f-desc","dlg-create"]},"children":[]}}
+{"op":"add","path":"/elements/f-subj","value":{"type":"FormControl","props":{"label":"Subject","input":"in-subj","hint":"Short summary of the customer issue"},"children":[]}}
+{"op":"add","path":"/elements/in-subj","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Login page returns 500","value":{"$bindState":"/new/subject"}},"children":[]}}
+{"op":"add","path":"/state/new/subject","value":""}
+{"op":"add","path":"/elements/f-prio","value":{"type":"FormControl","props":{"label":"Priority","input":"sel-prio"},"children":[]}}
+{"op":"add","path":"/elements/sel-prio","value":{"type":"Select","props":{"name":"priority","items":["si-h","si-m","si-l"],"value":{"$bindState":"/new/priority"}},"children":[]}}
+{"op":"add","path":"/elements/si-h","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/si-m","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/si-l","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/state/new/priority","value":"Medium"}
+{"op":"add","path":"/elements/f-desc","value":{"type":"FormControl","props":{"label":"Description","input":"ta-desc"},"children":[]}}
+{"op":"add","path":"/elements/ta-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Steps to reproduce, affected customer, links…","rows":3,"value":{"$bindState":"/new/desc"}},"children":[]}}
+{"op":"add","path":"/state/new/desc","value":""}
+{"op":"add","path":"/elements/dlg-create","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/new/subject"},"customer":"Unassigned","priority":{"$state":"/new/priority"},"time":"Just now"},"clearStatePath":"/new/subject"}}},"children":[]}}
+{"op":"add","path":"/elements/list-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$or":[{"$state":"/filter","eq":"all"},{"$state":"/filter","not":true}]},"children":["t-row"]}}
+{"op":"add","path":"/elements/t-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["t-left","t-tag"]}}
+{"op":"add","path":"/elements/t-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["t-title","t-meta"]}}
+{"op":"add","path":"/elements/t-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/t-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/t-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"size":"sm","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-1042","title":"Payment webhook failing on checkout","customer":"Acme Corp","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-1041","title":"SSO login loop after password reset","customer":"Northwind","priority":"High","time":"21 min ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-1040","title":"Invoice PDF missing line items","customer":"Globex","priority":"Medium","time":"47 min ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-1039","title":"Feature request: export audit log","customer":"Initech","priority":"Low","time":"1 h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-1038","title":"API rate limit errors on /v2/search","customer":"Umbrella","priority":"Medium","time":"2 h ago"}}
+{"op":"add","path":"/elements/list-high","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highTickets","key":"id"},"visible":{"$state":"/filter","eq":"high"},"children":["h-row"]}}
+{"op":"add","path":"/elements/h-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["h-left","h-tag"]}}
+{"op":"add","path":"/elements/h-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["h-title","h-meta"]}}
+{"op":"add","path":"/elements/h-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/h-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/h-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"size":"sm","variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/highTickets","value":[]}
+{"op":"add","path":"/state/highTickets/0","value":{"id":"T-1042","title":"Payment webhook failing on checkout","customer":"Acme Corp","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/highTickets/1","value":{"id":"T-1041","title":"SSO login loop after password reset","customer":"Northwind","priority":"High","time":"21 min ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..277d23597
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metrics-row","controls","list-heading","list-all","list-high"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Priya","subtitle":"Support queue snapshot · Tuesday, June 10 · 9:00 AM"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metric-open","metric-resp"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mo-label","mo-value","mo-sub-tag"]}}
+{"op":"add","path":"/elements/mo-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mo-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/openCount","value":24}
+{"op":"add","path":"/elements/mo-sub-tag","value":{"type":"Tag","props":{"text":"+6 overnight","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metric-resp","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mr-label","mr-value","mr-sub-tag"]}}
+{"op":"add","path":"/elements/mr-label","value":{"type":"TextContent","props":{"text":"Avg first-response time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mr-value","value":{"type":"TextContent","props":{"text":{"$state":"/avgResponse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgResponse","value":"12 min"}
+{"op":"add","path":"/elements/mr-sub-tag","value":{"type":"Tag","props":{"text":"On track · target < 15 min","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["filter-group","new-dialog"]}}
+{"op":"add","path":"/elements/filter-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["btn-all","btn-high"]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All tickets","size":"small","variant":{"$cond":{"$state":"/highPriorityOnly","not":true},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btn-high","value":{"type":"Button","props":{"label":"High priority only","size":"small","variant":{"$cond":{"$state":"/highPriorityOnly"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/new-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New ticket","title":"Open a new ticket","description":"Log a customer issue into the queue.","triggerVariant":"default"},"children":[],"content":["fc-title","fc-priority","create-btn"]}}
+{"op":"add","path":"/elements/fc-title","value":{"type":"FormControl","props":{"label":"Subject","input":"input-title","hint":"A short summary of the issue"},"children":[]}}
+{"op":"add","path":"/elements/input-title","value":{"type":"Input","props":{"name":"ticketTitle","placeholder":"e.g. App crashes on export","value":{"$bindState":"/newTicketTitle"}},"children":[]}}
+{"op":"add","path":"/state/newTicketTitle","value":""}
+{"op":"add","path":"/elements/fc-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"select-priority"},"children":[]}}
+{"op":"add","path":"/elements/select-priority","value":{"type":"Select","props":{"name":"ticketPriority","items":["si-high","si-medium","si-low"],"value":{"$bindState":"/newTicketPriority"}},"children":[]}}
+{"op":"add","path":"/elements/si-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/si-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/si-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/state/newTicketPriority","value":"Medium"}
+{"op":"add","path":"/elements/create-btn","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/newTicketTitle"},"requester":"Logged by Priya","opened":"Just now","priority":{"$state":"/newTicketPriority"},"priorityVariant":{"$cond":{"$state":"/newTicketPriority","eq":"High"},"$then":"danger","$else":{"$cond":{"$state":"/newTicketPriority","eq":"Low"},"$then":"neutral","$else":"warning"}}},"clearStatePath":"/newTicketTitle"}}},"children":[]}}
+{"op":"add","path":"/elements/list-heading","value":{"type":"Heading","props":{"text":"Most recent tickets","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/list-all","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$state":"/highPriorityOnly","not":true},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["t-info","t-tag"]}}
+{"op":"add","path":"/elements/t-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["t-title","t-meta"]}}
+{"op":"add","path":"/elements/t-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/t-meta","value":{"type":"TextContent","props":{"text":{"$template":"${requester} · opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/t-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","title":"Checkout fails with 3D Secure cards","requester":"Dana W.","opened":"8:47 AM","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","title":"Invoice PDF missing line items","requester":"Luis R.","opened":"8:31 AM","priority":"Medium","priorityVariant":"warning"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","title":"SSO login loop on Safari","requester":"Mei C.","opened":"8:12 AM","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t4","title":"Webhook retries doubled since deploy","requester":"Arjun P.","opened":"7:58 AM","priority":"Medium","priorityVariant":"warning"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t5","title":"Update billing email address","requester":"Sofia K.","opened":"7:36 AM","priority":"Low","priorityVariant":"neutral"}}
+{"op":"add","path":"/elements/list-high","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/highTickets","key":"id"},"visible":{"$state":"/highPriorityOnly"},"children":["ticket-row-hi"]}}
+{"op":"add","path":"/elements/ticket-row-hi","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["t-info-hi","t-tag-hi"]}}
+{"op":"add","path":"/elements/t-info-hi","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["t-title-hi","t-meta-hi"]}}
+{"op":"add","path":"/elements/t-title-hi","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/t-meta-hi","value":{"type":"TextContent","props":{"text":{"$template":"${requester} · opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/t-tag-hi","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/highTickets","value":[]}
+{"op":"add","path":"/state/highTickets/0","value":{"id":"t1","title":"Checkout fails with 3D Secure cards","requester":"Dana W.","opened":"8:47 AM","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/highTickets/1","value":{"id":"t3","title":"SSO login loop on Safari","requester":"Mei C.","opened":"8:12 AM","priority":"High","priorityVariant":"danger"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..a7b7e2746
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r3.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","sla-callout","metrics","ticket-tabs"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["hdr-text","new-ticket"]}}
+{"op":"add","path":"/elements/hdr-text","value":{"type":"CardHeader","props":{"title":"Good morning, Priya","subtitle":"Support queue snapshot · Tuesday, 09:15"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New ticket","title":"Open a new ticket","description":"Log an incoming request as a ticket in the queue.","content":["nt-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/nt-form","value":{"type":"Form","props":{"name":"newTicket","buttons":"nt-buttons","fields":["f-subject","f-priority","f-desc"]},"children":[]}}
+{"op":"add","path":"/elements/f-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject","hint":"Short summary of the issue"},"children":[]}}
+{"op":"add","path":"/elements/nt-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Cannot log in to the dashboard","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/f-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority"},"children":[]}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Pick a priority","items":["opt-high","opt-medium","opt-low"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/opt-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/f-desc","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc"},"children":[]}}
+{"op":"add","path":"/elements/nt-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Steps to reproduce, customer impact, links to logs…","rows":4,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/nt-buttons","value":{"type":"Buttons","props":{"buttons":["nt-create"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/nt-create","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"requester":"Support lead","priority":{"$state":"/newTicket/priority"},"priorityVariant":"neutral","status":"Open","statusVariant":"info","opened":"Just now"},"clearStatePath":"/newTicket/subject"}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"High","description":""}}
+{"op":"add","path":"/elements/sla-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"SLA watch","description":"2 tickets will breach the 1-hour first-response SLA within the next 20 minutes."},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mo-label","mo-value","mo-sub"]}}
+{"op":"add","path":"/elements/mo-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mo-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/openCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mo-sub","value":{"type":"TextContent","props":{"text":"3 more than yesterday at this time","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openCount":24,"avgFirstResponse":"7m 42s"}}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mr-label","mr-value","mr-sub"]}}
+{"op":"add","path":"/elements/mr-label","value":{"type":"TextContent","props":{"text":"Avg first-response time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mr-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgFirstResponse}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mr-sub","value":{"type":"TextContent","props":{"text":"Target < 8 min · on track today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-tabs","value":{"type":"Tabs","props":{"items":["tab-all","tab-high"]},"children":[]}}
+{"op":"add","path":"/elements/tab-all","value":{"type":"TabItem","props":{"value":"all","trigger":"Recent tickets","content":["list-all"]},"children":[]}}
+{"op":"add","path":"/elements/list-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-all"]}}
+{"op":"add","path":"/elements/ticket-all","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["ta-left","ta-tags"]}}
+{"op":"add","path":"/elements/ta-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ta-subject","ta-meta"]}}
+{"op":"add","path":"/elements/ta-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ta-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${requester} · opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ta-tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["ta-prio","ta-status"]}}
+{"op":"add","path":"/elements/ta-prio","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/ta-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-4821","subject":"Payment failed at checkout","requester":"Marina K.","priority":"High","priorityVariant":"danger","status":"Open","statusVariant":"info","opened":"6 min ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-4819","subject":"Dashboard shows wrong totals","requester":"Omar F.","priority":"High","priorityVariant":"danger","status":"Open","statusVariant":"info","opened":"14 min ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-4817","subject":"Add user export to CSV","requester":"Lena P.","priority":"Medium","priorityVariant":"warning","status":"Open","statusVariant":"info","opened":"32 min ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-4814","subject":"SSO login loops on mobile","requester":"Diego S.","priority":"High","priorityVariant":"danger","status":"In progress","statusVariant":"warning","opened":"48 min ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-4811","subject":"Update billing email address","requester":"Sofia N.","priority":"Low","priorityVariant":"neutral","status":"Waiting","statusVariant":"neutral","opened":"1 h ago"}}
+{"op":"add","path":"/elements/tab-high","value":{"type":"TabItem","props":{"value":"high","trigger":"High priority only","content":["list-high"]},"children":[]}}
+{"op":"add","path":"/elements/list-high","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highTickets","key":"id"},"children":["ticket-high"]}}
+{"op":"add","path":"/elements/ticket-high","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["th-left","th-tags"]}}
+{"op":"add","path":"/elements/th-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["th-subject","th-meta"]}}
+{"op":"add","path":"/elements/th-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/th-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${requester} · opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/th-tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["th-prio","th-status"]}}
+{"op":"add","path":"/elements/th-prio","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/th-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/highTickets","value":[]}
+{"op":"add","path":"/state/highTickets/0","value":{"id":"T-4821","subject":"Payment failed at checkout","requester":"Marina K.","priority":"High","priorityVariant":"danger","status":"Open","statusVariant":"info","opened":"6 min ago"}}
+{"op":"add","path":"/state/highTickets/1","value":{"id":"T-4819","subject":"Dashboard shows wrong totals","requester":"Omar F.","priority":"High","priorityVariant":"danger","status":"Open","statusVariant":"info","opened":"14 min ago"}}
+{"op":"add","path":"/state/highTickets/2","value":{"id":"T-4814","subject":"SSO login loops on mobile","requester":"Diego S.","priority":"High","priorityVariant":"danger","status":"In progress","statusVariant":"warning","opened":"48 min ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..c55a24c43
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b2-support__r4.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metrics","controls","list-all","list-high","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Morning Briefing","subtitle":"Live overview of the support queue"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-open","metric-frt"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/openTickets"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/openTickets","value":"18"}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-frt","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-frt-value","metric-frt-label"]}}
+{"op":"add","path":"/elements/metric-frt-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgFirstResponse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/avgFirstResponse","value":"24 min"}
+{"op":"add","path":"/elements/metric-frt-label","value":{"type":"TextContent","props":{"text":"Avg. first-response time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["controls-title","filter-switch"]}}
+{"op":"add","path":"/elements/controls-title","value":{"type":"Heading","props":{"text":"5 Most Recent Tickets","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"priorityFilter","items":["filter-switch-item"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/filter-switch-item","value":{"type":"SwitchItem","props":{"label":"High priority only","name":"highOnly"},"children":[],"on":{"change":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":{"$state":"/highPriorityOnly","not":true}}}}}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/list-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$state":"/highPriorityOnly","not":true},"children":["ticket-row"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-1042","title":"Login loop after SSO update","customer":"Acme Corp","priority":"High","time":"8:12 AM"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-1041","title":"Invoice PDF missing line items","customer":"Brightline Ltd","priority":"Medium","time":"7:58 AM"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-1040","title":"API rate limit errors on sync","customer":"Northwind","priority":"High","time":"7:41 AM"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-1039","title":"Feature request: dark mode","customer":"Globex","priority":"Low","time":"7:20 AM"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-1038","title":"Password reset email delayed","customer":"Initech","priority":"Medium","time":"6:55 AM"}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["ticket-info","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-title","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-title","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${title}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/elements/list-high","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highTickets","key":"id"},"visible":{"$state":"/highPriorityOnly"},"children":["ticket-row"]}}
+{"op":"add","path":"/state/highTickets","value":[]}
+{"op":"add","path":"/state/highTickets/0","value":{"id":"T-1042","title":"Login loop after SSO update","customer":"Acme Corp","priority":"High","time":"8:12 AM"}}
+{"op":"add","path":"/state/highTickets/1","value":{"id":"T-1040","title":"API rate limit errors on sync","customer":"Northwind","priority":"High","time":"7:41 AM"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Open a New Ticket","description":"Log a new support ticket into the queue.","content":["nt-title","nt-customer","nt-priority","nt-submit"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/nt-title","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-title-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-title-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief description of the issue","value":{"$bindState":"/newTicket/title"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"title":"","customer":"","priority":"Medium"}}
+{"op":"add","path":"/elements/nt-customer","value":{"type":"FormControl","props":{"label":"Customer","input":"nt-customer-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-customer-input","value":{"type":"Input","props":{"name":"customer","placeholder":"Customer name","value":{"$bindState":"/newTicket/customer"}},"children":[]}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority-select"},"children":[]}}
+{"op":"add","path":"/elements/nt-priority-select","value":{"type":"Select","props":{"name":"priority","items":["nt-p-low","nt-p-med","nt-p-high"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/nt-p-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/nt-p-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/nt-p-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/nt-submit","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"children":[],"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/newTicket/title"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"time":"Now"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..5ec03e795
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","daynav","stats","nextup","appt-heading","appt-list","quick-checkin"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Front Desk — Day View","subtitle":{"$state":"/currentDate"}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Tuesday, June 11"}
+{"op":"add","path":"/elements/daynav","value":{"type":"Buttons","props":{"buttons":["btn-prev","btn-today","btn-next"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-prev","value":{"type":"Button","props":{"label":"← Previous Day","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Monday, June 10"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-today","value":{"type":"Button","props":{"label":"Today","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Tuesday, June 11"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-next","value":{"type":"Button","props":{"label":"Next Day →","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Wednesday, June 12"}}},"children":[]}}
+{"op":"add","path":"/elements/stats","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"stretch"},"children":["stat-exp","stat-noshow","stat-rooms"]}}
+{"op":"add","path":"/elements/stat-exp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-label","exp-value"]}}
+{"op":"add","path":"/elements/exp-label","value":{"type":"TextContent","props":{"text":"Expected today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/expectedCount} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/expectedCount","value":6}
+{"op":"add","path":"/elements/stat-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["noshow-label","noshow-progress"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-progress","value":{"type":"Progress","props":{"value":{"$state":"/noShowRate"},"label":{"$template":"This month: ${/noShowRate}%"}},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8}
+{"op":"add","path":"/elements/stat-rooms","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rooms-label","rooms-tags"]}}
+{"op":"add","path":"/elements/rooms-label","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rooms-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/freeRooms"}},"children":[]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":"Room 1"}
+{"op":"add","path":"/state/freeRooms/1","value":"Room 4"}
+{"op":"add","path":"/state/freeRooms/2","value":"Room 5"}
+{"op":"add","path":"/elements/nextup","value":{"type":"Callout","props":{"variant":"info","title":"Next patient to call","description":{"$template":"Call ${/nextPatient/name} to ${/nextPatient/room} — appointment at ${/nextPatient/time}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Jordan Wells","time":"10:00","room":"Room 1"}}
+{"op":"add","path":"/elements/appt-heading","value":{"type":"Heading","props":{"text":"Today's appointments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/appt-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["appt-time","appt-info","appt-badge","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["appt-name","appt-reason"]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"patient"}},"children":[]}}
+{"op":"add","path":"/elements/appt-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":"Check in","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Checked in"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"08:30","patient":"Amelia Hart","reason":"New patient intake","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"09:00","patient":"Marcus Lee","reason":"Hypertension follow-up","status":"In room"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"09:30","patient":"Priya Nair","reason":"Blood draw","status":"In room"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:00","patient":"Jordan Wells","reason":"Annual physical","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:30","patient":"Sofia Reyes","reason":"Pediatric vaccination","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:15","patient":"Daniel Kim","reason":"Dermatology consult","status":"Scheduled"}}
+{"op":"add","path":"/elements/quick-checkin","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["qc-header","qc-row"]}}
+{"op":"add","path":"/elements/qc-header","value":{"type":"CardHeader","props":{"title":"Quick check-in","subtitle":"Walk-in or unlisted patient"},"children":[]}}
+{"op":"add","path":"/elements/qc-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["qc-input","qc-button"]}}
+{"op":"add","path":"/elements/qc-input","value":{"type":"Input","props":{"name":"checkinName","placeholder":"Patient name…","value":{"$bindState":"/checkinName"}},"children":[]}}
+{"op":"add","path":"/state/checkinName","value":""}
+{"op":"add","path":"/elements/qc-button","value":{"type":"Button","props":{"label":"Check in patient","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/appointments","value":{"id":"$id","time":"Walk-in","patient":{"$state":"/checkinName"},"reason":"Walk-in","status":"Checked in"},"clearStatePath":"/checkinName"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..588de3318
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","date-nav","stats-row","next-patient","rooms-section","appts-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Clinic Reception — Day View","subtitle":"Front desk dashboard for today's schedule"},"children":[]}}
+{"op":"add","path":"/elements/date-nav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["btn-prev-day","current-date","btn-next-day"]}}
+{"op":"add","path":"/elements/btn-prev-day","value":{"type":"Button","props":{"label":"← Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayOffset","value":-1}}},"children":[]}}
+{"op":"add","path":"/elements/current-date","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/currentDate}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Tuesday, March 12, 2025"}
+{"op":"add","path":"/state/dayOffset","value":0}
+{"op":"add","path":"/elements/btn-next-day","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayOffset","value":1}}},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-expected","stat-noshow","stat-checked-in"]}}
+{"op":"add","path":"/elements/stat-expected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-expected-label","stat-expected-value"]}}
+{"op":"add","path":"/elements/stat-expected-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-expected-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/expected}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"expected":8,"noShowRate":"7.5%","checkedIn":3}}
+{"op":"add","path":"/elements/stat-noshow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-noshow-label","stat-noshow-value","stat-noshow-bar"]}}
+{"op":"add","path":"/elements/stat-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/noShowRate}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-noshow-bar","value":{"type":"Progress","props":{"value":7.5,"label":"Target: under 10%"},"children":[]}}
+{"op":"add","path":"/elements/stat-checked-in","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["stat-ci-label","stat-ci-value"]}}
+{"op":"add","path":"/elements/stat-ci-label","value":{"type":"TextContent","props":{"text":"Checked In So Far","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-ci-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/checkedIn}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-patient","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Next patient: ${/nextPatient/name}"},"description":{"$template":"${/nextPatient/time} — ${/nextPatient/reason} — Room ${/nextPatient/room}. Please call them to the desk."}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Lopez","time":"10:30 AM","reason":"Follow-up consultation","room":"2"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rooms-title","rooms-row"]}}
+{"op":"add","path":"/elements/rooms-title","value":{"type":"Heading","props":{"text":"Room Availability — Right Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"Room ${name} — ${status}"},"variant":{"$cond":{"$item":"free","eq":true},"$then":"success","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"1","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"2","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"3","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"4","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"5","status":"Free","free":true}}
+{"op":"add","path":"/elements/appts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["appts-title","appts-list"]}}
+{"op":"add","path":"/elements/appts-title","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["appt-info","appt-status","appt-checkin-btn"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"TextContent","props":{"text":{"$template":"**${time}** — ${patient} (${reason})"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Checked In"},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin-btn","value":{"type":"Button","props":{"label":"Check In","variant":"primary","size":"small"},"visible":{"$item":"status","eq":"Scheduled"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Checked In"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"9:00 AM","patient":"James Carter","reason":"Annual physical","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"9:30 AM","patient":"Aisha Khan","reason":"Blood test results","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"10:00 AM","patient":"Robert Chen","reason":"Knee pain","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:30 AM","patient":"Maria Lopez","reason":"Follow-up consultation","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"11:00 AM","patient":"David Okafor","reason":"Vaccination","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:30 AM","patient":"Emma Wilson","reason":"Skin rash","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"1:00 PM","patient":"Sofia Ramirez","reason":"Diabetes review","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"1:30 PM","patient":"Liam Murphy","reason":"Prescription renewal","status":"Scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..f2dbcec10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","daynav","stats","next-call","rooms-card","appts-header","appt-list","walkin-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Reception — Day View","subtitle":{"$state":"/currentDateLabel"}},"children":[]}}
+{"op":"add","path":"/state/currentDateLabel","value":"Tuesday, June 10"}
+{"op":"add","path":"/elements/daynav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["prev-btn","date-text","next-btn","day-picker"]}}
+{"op":"add","path":"/elements/prev-btn","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDateLabel","value":"Monday, June 9"}}},"children":[]}}
+{"op":"add","path":"/elements/date-text","value":{"type":"TextContent","props":{"text":{"$state":"/currentDateLabel"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-btn","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDateLabel","value":"Wednesday, June 11"}}},"children":[]}}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"selectedDay","mode":"single","value":{"$bindState":"/selectedDay"}},"children":[]}}
+{"op":"add","path":"/state/selectedDay","value":[]}
+{"op":"add","path":"/elements/stats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-expected","stat-noshow","stat-rooms"]}}
+{"op":"add","path":"/elements/stat-expected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stat-expected-label","stat-expected-value"]}}
+{"op":"add","path":"/elements/stat-expected-label","value":{"type":"Label","props":{"text":"Expected today"},"children":[]}}
+{"op":"add","path":"/elements/stat-expected-value","value":{"type":"TextContent","props":{"text":{"$template":"${/expectedPatients} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":8}
+{"op":"add","path":"/elements/stat-noshow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stat-noshow-label","stat-noshow-progress"]}}
+{"op":"add","path":"/elements/stat-noshow-label","value":{"type":"Label","props":{"text":"No-show rate (this month)"},"children":[]}}
+{"op":"add","path":"/elements/stat-noshow-progress","value":{"type":"Progress","props":{"value":{"$state":"/noShowRate"},"label":{"$template":"${/noShowRate}% of appointments"}},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8}
+{"op":"add","path":"/elements/stat-rooms","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stat-rooms-label","stat-rooms-value"]}}
+{"op":"add","path":"/elements/stat-rooms-label","value":{"type":"Label","props":{"text":"Rooms free now"},"children":[]}}
+{"op":"add","path":"/elements/stat-rooms-value","value":{"type":"TextContent","props":{"text":{"$template":"${/freeRoomCount} of ${/totalRooms} rooms"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/freeRoomCount","value":2}
+{"op":"add","path":"/state/totalRooms","value":5}
+{"op":"add","path":"/elements/next-call","value":{"type":"Callout","props":{"variant":"info","title":"Now calling","description":{"$template":"${/nextPatientName} · ${/nextPatientTime} → ${/nextPatientRoom}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatientName","value":"Sarah Johnson"}
+{"op":"add","path":"/state/nextPatientTime","value":"10:00 AM"}
+{"op":"add","path":"/state/nextPatientRoom","value":"Room 1"}
+{"op":"add","path":"/elements/rooms-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rooms-header","room-list"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"CardHeader","props":{"title":"Rooms","subtitle":{"$template":"${/freeRoomCount} of ${/totalRooms} free right now"}},"children":[]}}
+{"op":"add","path":"/elements/room-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-row"]}}
+{"op":"add","path":"/elements/room-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["room-name","room-status"]}}
+{"op":"add","path":"/elements/room-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/room-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 1","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 2","status":"Free"}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 3","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 4","status":"Free"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room 5","status":"Occupied"}}
+{"op":"add","path":"/elements/appts-header","value":{"type":"CardHeader","props":{"title":"Today's appointments","subtitle":{"$template":"${/expectedPatients} patients expected"}},"children":[]}}
+{"op":"add","path":"/elements/appt-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["appt-time","appt-patient","appt-status","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-patient","value":{"type":"TextContent","props":{"text":{"$item":"patient"}},"children":[]}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":"Check in","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Checked in"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"8:00 AM","patient":"Emily Carter","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"8:30 AM","patient":"Michael Chen","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:00 AM","patient":"Priya Patel","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"9:30 AM","patient":"David Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:00 AM","patient":"Sarah Johnson","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:30 AM","patient":"James Miller","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:00 AM","patient":"Ana Rodriguez","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"11:30 AM","patient":"Tom Nguyen","status":"No-show"}}
+{"op":"add","path":"/elements/walkin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["walkin-header","checkin-form"]}}
+{"op":"add","path":"/elements/walkin-header","value":{"type":"CardHeader","props":{"title":"Walk-in check-in","subtitle":"Add a walk-in patient to today's list"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"walkinCheckin","buttons":"checkin-btns","fields":["walkin-fc"]},"children":[]}}
+{"op":"add","path":"/elements/walkin-fc","value":{"type":"FormControl","props":{"label":"Patient name","input":"walkin-input","hint":"Enter the walk-in patient's full name"},"children":[]}}
+{"op":"add","path":"/elements/walkin-input","value":{"type":"Input","props":{"name":"walkInName","placeholder":"e.g. Jane Doe","value":{"$bindState":"/walkInName"}},"children":[]}}
+{"op":"add","path":"/state/walkInName","value":""}
+{"op":"add","path":"/elements/checkin-btns","value":{"type":"Buttons","props":{"buttons":["checkin-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/checkin-btn","value":{"type":"Button","props":{"label":"Check in","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/appointments","value":{"id":"$id","time":"Walk-in","patient":{"$state":"/walkInName"},"status":"Checked in"},"clearStatePath":"/walkInName"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..5ec03e795
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","daynav","stats","nextup","appt-heading","appt-list","quick-checkin"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Front Desk — Day View","subtitle":{"$state":"/currentDate"}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Tuesday, June 11"}
+{"op":"add","path":"/elements/daynav","value":{"type":"Buttons","props":{"buttons":["btn-prev","btn-today","btn-next"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-prev","value":{"type":"Button","props":{"label":"← Previous Day","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Monday, June 10"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-today","value":{"type":"Button","props":{"label":"Today","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Tuesday, June 11"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-next","value":{"type":"Button","props":{"label":"Next Day →","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Wednesday, June 12"}}},"children":[]}}
+{"op":"add","path":"/elements/stats","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"stretch"},"children":["stat-exp","stat-noshow","stat-rooms"]}}
+{"op":"add","path":"/elements/stat-exp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-label","exp-value"]}}
+{"op":"add","path":"/elements/exp-label","value":{"type":"TextContent","props":{"text":"Expected today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/expectedCount} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/expectedCount","value":6}
+{"op":"add","path":"/elements/stat-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["noshow-label","noshow-progress"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-progress","value":{"type":"Progress","props":{"value":{"$state":"/noShowRate"},"label":{"$template":"This month: ${/noShowRate}%"}},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8}
+{"op":"add","path":"/elements/stat-rooms","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rooms-label","rooms-tags"]}}
+{"op":"add","path":"/elements/rooms-label","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rooms-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/freeRooms"}},"children":[]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":"Room 1"}
+{"op":"add","path":"/state/freeRooms/1","value":"Room 4"}
+{"op":"add","path":"/state/freeRooms/2","value":"Room 5"}
+{"op":"add","path":"/elements/nextup","value":{"type":"Callout","props":{"variant":"info","title":"Next patient to call","description":{"$template":"Call ${/nextPatient/name} to ${/nextPatient/room} — appointment at ${/nextPatient/time}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Jordan Wells","time":"10:00","room":"Room 1"}}
+{"op":"add","path":"/elements/appt-heading","value":{"type":"Heading","props":{"text":"Today's appointments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/appt-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["appt-time","appt-info","appt-badge","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["appt-name","appt-reason"]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"patient"}},"children":[]}}
+{"op":"add","path":"/elements/appt-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":"Check in","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Checked in"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"08:30","patient":"Amelia Hart","reason":"New patient intake","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"09:00","patient":"Marcus Lee","reason":"Hypertension follow-up","status":"In room"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"09:30","patient":"Priya Nair","reason":"Blood draw","status":"In room"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:00","patient":"Jordan Wells","reason":"Annual physical","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:30","patient":"Sofia Reyes","reason":"Pediatric vaccination","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:15","patient":"Daniel Kim","reason":"Dermatology consult","status":"Scheduled"}}
+{"op":"add","path":"/elements/quick-checkin","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["qc-header","qc-row"]}}
+{"op":"add","path":"/elements/qc-header","value":{"type":"CardHeader","props":{"title":"Quick check-in","subtitle":"Walk-in or unlisted patient"},"children":[]}}
+{"op":"add","path":"/elements/qc-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["qc-input","qc-button"]}}
+{"op":"add","path":"/elements/qc-input","value":{"type":"Input","props":{"name":"checkinName","placeholder":"Patient name…","value":{"$bindState":"/checkinName"}},"children":[]}}
+{"op":"add","path":"/state/checkinName","value":""}
+{"op":"add","path":"/elements/qc-button","value":{"type":"Button","props":{"label":"Check in patient","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/appointments","value":{"id":"$id","time":"Walk-in","patient":{"$state":"/checkinName"},"reason":"Walk-in","status":"Checked in"},"clearStatePath":"/checkinName"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-content__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-content__r1.txt
new file mode 100644
index 000000000..d6fb46838
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-content__r1.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"studio"}
+{"op":"add","path":"/elements/studio","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","top-grid","chart-card","bottom-grid","schedule-card"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["page-title","new-draft-card"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Content Studio","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/new-draft-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["new-draft-input","new-draft-btn"]}}
+{"op":"add","path":"/elements/new-draft-input","value":{"type":"Input","props":{"name":"newDraftTitle","placeholder":"New draft title...","value":{"$bindState":"/newDraftTitle"}},"children":[]}}
+{"op":"add","path":"/state/newDraftTitle","value":""}
+{"op":"add","path":"/elements/new-draft-btn","value":{"type":"Button","props":{"label":"+ Start Draft","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/drafts","value":{"id":"$id","title":{"$state":"/newDraftTitle"},"status":"Draft","category":"Uncategorized"},"clearStatePath":"/newDraftTitle"}}},"children":[]}}
+{"op":"add","path":"/elements/top-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["drafts-card","side-col"]}}
+{"op":"add","path":"/elements/drafts-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["drafts-header","filter-row","drafts-list"]}}
+{"op":"add","path":"/elements/drafts-header","value":{"type":"CardHeader","props":{"title":"Drafts","subtitle":"All in-progress pieces and their status"},"children":[]}}
+{"op":"add","path":"/elements/filter-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["filter-label","filter-select"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Narrow by category:"},"children":[]}}
+{"op":"add","path":"/elements/filter-select","value":{"type":"Select","props":{"name":"categoryFilter","placeholder":"All categories","value":{"$bindState":"/categoryFilter"},"items":["cat-all","cat-tech","cat-culture","cat-business","cat-science"]},"children":[]}}
+{"op":"add","path":"/state/categoryFilter","value":"all"}
+{"op":"add","path":"/elements/cat-all","value":{"type":"SelectItem","props":{"value":"all","label":"All"},"children":[]}}
+{"op":"add","path":"/elements/cat-tech","value":{"type":"SelectItem","props":{"value":"Technology","label":"Technology"},"children":[]}}
+{"op":"add","path":"/elements/cat-culture","value":{"type":"SelectItem","props":{"value":"Culture","label":"Culture"},"children":[]}}
+{"op":"add","path":"/elements/cat-business","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/cat-science","value":{"type":"SelectItem","props":{"value":"Science","label":"Science"},"children":[]}}
+{"op":"add","path":"/elements/drafts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drafts","key":"id"},"children":["draft-row"]}}
+{"op":"add","path":"/elements/draft-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/categoryFilter","eq":"all"},{"$state":"/categoryFilter","not":true}]},"children":["draft-title","draft-cat","draft-status"]}}
+{"op":"add","path":"/elements/draft-row-filtered","value":{"type":"Card","props":{"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/draft-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/draft-cat","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/draft-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"In Review"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/drafts","value":[]}
+{"op":"add","path":"/state/drafts/0","value":{"id":"d1","title":"The Quiet Rise of Local LLMs","status":"In Review","category":"Technology"}}
+{"op":"add","path":"/state/drafts/1","value":{"id":"d2","title":"Street Food Capitals of 2025","status":"Draft","category":"Culture"}}
+{"op":"add","path":"/state/drafts/2","value":{"id":"d3","title":"Q3 Media Earnings Breakdown","status":"Editing","category":"Business"}}
+{"op":"add","path":"/state/drafts/3","value":{"id":"d4","title":"What New Fusion Results Mean","status":"Draft","category":"Science"}}
+{"op":"add","path":"/elements/side-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["published-card","top-article-card","comments-card"]}}
+{"op":"add","path":"/elements/published-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["published-header","published-list"]}}
+{"op":"add","path":"/elements/published-header","value":{"type":"CardHeader","props":{"title":"Published This Week","subtitle":"4 pieces went live"},"children":[]}}
+{"op":"add","path":"/elements/published-list","value":{"type":"ListBlock","props":{"items":{"$state":"/publishedTitles"},"variant":"number"},"children":[]}}
+{"op":"add","path":"/state/publishedTitles","value":["Inside the Chip Supply Crunch","A Field Guide to Urban Birding","The Economics of Streaming Sports","Review: The Year's Best Notebooks"]}
+{"op":"add","path":"/elements/top-article-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-header","top-title","top-stats"]}}
+{"op":"add","path":"/elements/top-header","value":{"type":"CardHeader","props":{"title":"Most Read This Month"},"children":[]}}
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new file mode 100644
index 000000000..821e83528
--- /dev/null
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index 000000000..21b208e80
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+{"op":"add","path":"/elements/sched-item-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} · ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sched-item-tag","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/scheduled","value":[]}
+{"op":"add","path":"/state/scheduled/0","value":{"id":"s1","title":"Newsletter: November Media Diet","date":"Nov 27","category":"Culture"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..9e4963e2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,83 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","stats-row","stage-card","activity-card","contacts-card","followups-card","note-card","renewal-card","call-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-info","header-badge"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["header-title","header-owner"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-owner","value":{"type":"TextContent","props":{"text":{"$template":"Account owner: ${/account/owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Active Customer","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Acme Corporation","owner":"Jordan Rivera","dealValue":184500,"stage":"Negotiation","renewalDate":"2025-07-02","renewalNear":true}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["stat-value","stat-stage-chip"]}}
+{"op":"add","path":"/elements/stat-value","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-value-label","stat-value-num"]}}
+{"op":"add","path":"/elements/stat-value-label","value":{"type":"TextContent","props":{"text":"Total Deal Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-value-num","value":{"type":"TextContent","props":{"text":{"$template":"$${/account/dealValue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-stage-chip","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-stage-label","stat-stage-tag"]}}
+{"op":"add","path":"/elements/stat-stage-label","value":{"type":"TextContent","props":{"text":"Current Deal Stage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-stage-tag","value":{"type":"Tag","props":{"text":{"$state":"/account/stage"},"variant":"info","size":"lg","icon":"flag"},"children":[]}}
+{"op":"add","path":"/elements/stage-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stage-header","stage-steps"]}}
+{"op":"add","path":"/elements/stage-header","value":{"type":"CardHeader","props":{"title":"Deal Progress","subtitle":"Current stage: Negotiation (4 of 5)"},"children":[]}}
+{"op":"add","path":"/elements/stage-steps","value":{"type":"Steps","props":{"items":["stage-1","stage-2","stage-3","stage-4","stage-5"]},"children":[]}}
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+{"op":"add","path":"/elements/stage-2","value":{"type":"StepsItem","props":{"title":"Qualification","details":"Completed Mar 18 — budget confirmed"},"children":[]}}
+{"op":"add","path":"/elements/stage-3","value":{"type":"StepsItem","props":{"title":"Proposal","details":"Completed Apr 9 — proposal sent"},"children":[]}}
+{"op":"add","path":"/elements/stage-4","value":{"type":"StepsItem","props":{"title":"Negotiation","details":"In progress — legal reviewing contract terms"},"children":[]}}
+{"op":"add","path":"/elements/stage-5","value":{"type":"StepsItem","props":{"title":"Closed Won","details":"Pending signature"},"children":[]}}
+{"op":"add","path":"/elements/activity-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["activity-header","activity-list"]}}
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+{"op":"add","path":"/state/activities","value":[]}
+{"op":"add","path":"/state/activities/0","value":{"id":"a1","description":"Call with procurement — pricing terms discussed","date":"Jun 20, 2025"}}
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+{"op":"add","path":"/state/contacts","value":[]}
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+{"op":"add","path":"/state/contacts/1","value":{"id":"c2","name":"Marcus Webb","initials":"MW","role":"Champion"}}
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+{"op":"add","path":"/state/followups","value":[]}
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+{"op":"add","path":"/state/followups/1","value":{"id":"f2","task":"Schedule exec sponsor intro with Sarah","due":"Jun 26, 2025"}}
+{"op":"add","path":"/state/followups/2","value":{"id":"f3","task":"Confirm legal redlines turnaround time","due":"Jun 30, 2025"}}
+{"op":"add","path":"/elements/note-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["note-header","note-input","note-actions","notes-list"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"Notes","subtitle":"Jot down anything important"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"note","placeholder":"Type a quick note about this account...","rows":3,"value":{"$bindState":"/newNote"}},"children":[]}}
+{"op":"add","path":"/state/newNote","value":""}
+{"op":"add","path":"/elements/note-actions","value":{"type":"Buttons","props":{"buttons":["note-add-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/note-add-btn","value":{"type":"Button","props":{"label":"Save Note","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/notes","value":{"id":"$id","text":{"$state":"/newNote"}},"clearStatePath":"/newNote"}}},"children":[]}}
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+{"op":"add","path":"/elements/note-item","value":{"type":"Callout","props":{"variant":"neutral","title":"Note","description":{"$item":"text"}},"children":[]}}
+{"op":"add","path":"/state/notes","value":[]}
+{"op":"add","path":"/state/notes/0","value":{"id":"n1","text":"Sarah mentioned budget opens up again in Q3 — upsell opportunity."}}
+{"op":"add","path":"/elements/renewal-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["renewal-header","renewal-info","renewal-warning"]}}
+{"op":"add","path":"/elements/renewal-header","value":{"type":"CardHeader","props":{"title":"Renewal","subtitle":"Contract renewal tracking"},"children":[]}}
+{"op":"add","path":"/elements/renewal-info","value":{"type":"TextContent","props":{"text":{"$template":"Renewal date: ${/account/renewalDate}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/call-header","value":{"type":"CardHeader","props":{"title":"Log a Call","subtitle":"Record the outcome of your latest conversation"},"children":[]}}
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+{"op":"add","path":"/elements/call-summary","value":{"type":"Input","props":{"name":"callSummary","placeholder":"Call summary (e.g. discussed pricing with Tom)","value":{"$bindState":"/call/summary"}},"children":[]}}
+{"op":"add","path":"/elements/call-outcome","value":{"type":"Select","props":{"name":"callOutcome","placeholder":"Select outcome","items":["outcome-1","outcome-2","outcome-3"],"value":{"$bindState":"/call/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/outcome-1","value":{"type":"SelectItem","props":{"value":"positive","label":"Positive — moving forward"},"children":[]}}
+{"op":"add","path":"/elements/outcome-2","value":{"type":"SelectItem","props":{"value":"neutral","label":"Neutral — needs follow-up"},"children":[]}}
+{"op":"add","path":"/elements/outcome-3","value":{"type":"SelectItem","props":{"value":"at-risk","label":"At risk — concerns raised"},"children":[]}}
+{"op":"add","path":"/state/call","value":{"summary":"","outcome":""}}
+{"op":"add","path":"/elements/call-actions","value":{"type":"Buttons","props":{"buttons":["call-log-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/call-log-btn","value":{"type":"Button","props":{"label":"Log Call","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","description":{"$template":"Call logged: ${/call/summary} (${/call/outcome})"},"date":"Today"},"clearStatePath":"/call/summary"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..f83f5b86f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header-card","metrics-row","stage-card","activity-card","contacts-card","followups-card","renewal-card","note-card","call-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","header-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":{"$state":"/account/name"},"subtitle":{"$template":"Owner: ${/account/owner} · ${/account/industry}"}},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Acme Corporation","owner":"Sarah Chen","industry":"Manufacturing","dealValue":245000,"stage":"Negotiation","renewalDate":"2025-07-10","daysToRenewal":18}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Active Account","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-value","metric-stage-label"]}}
+{"op":"add","path":"/elements/metric-value","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-value-label","metric-value-num"]}}
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+{"op":"add","path":"/elements/metric-value-num","value":{"type":"TextContent","props":{"text":{"$template":"$${/account/dealValue}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/stage-progress","value":{"type":"Progress","props":{"value":75,"label":"Prospecting → Discovery → Proposal → Negotiation → Closed Won"},"children":[]}}
+{"op":"add","path":"/elements/activity-card","value":{"type":"Card","props":{"gap":"s"},"children":["activity-heading","activity-list"]}}
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+{"op":"add","path":"/state/followUps/1","value":{"id":"f2","task":"Schedule Q3 onboarding kickoff call","dueDate":"Jun 27, 2025"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"f3","task":"Confirm renewal pricing with finance","dueDate":"Jul 1, 2025"}}
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+{"op":"add","path":"/state/draftNote","value":""}
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+{"op":"add","path":"/elements/call-outcome-2","value":{"type":"SelectItem","props":{"value":"voicemail","label":"Left voicemail"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-3","value":{"type":"SelectItem","props":{"value":"no-answer","label":"No answer"},"children":[]}}
+{"op":"add","path":"/state/callOutcome","value":""}
+{"op":"add","path":"/elements/call-btn","value":{"type":"Button","props":{"label":"Log Call","variant":"secondary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","type":"Call","summary":{"$template":"Logged call — outcome: ${/callOutcome}"},"date":"Today"}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..f1e737052
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats-row","renewal-warning","sections-block","note-card","call-card"]}}
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+{"op":"add","path":"/elements/account-owner","value":{"type":"TextContent","props":{"text":{"$template":"Account owner: ${/account/owner} · Senior AE"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/owner-avatar","value":{"type":"Avatar","props":{"fallback":"SM","alt":"Sarah Mitchell"},"children":[]}}
+{"op":"add","path":"/state/account","value":{}}
+{"op":"add","path":"/state/account/name","value":"Acme Manufacturing"}
+{"op":"add","path":"/state/account/owner","value":"Sarah Mitchell"}
+{"op":"add","path":"/state/account/dealValue","value":"$482,000"}
+{"op":"add","path":"/state/account/stage","value":"Negotiation"}
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+{"op":"add","path":"/state/account/daysToRenewal","value":12}
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+{"op":"add","path":"/elements/deal-trend","value":{"type":"Tag","props":{"text":"+18% vs last quarter","variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/fu-tag","value":{"type":"Tag","props":{"text":{"$template":"Due ${due}"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/followUps","value":[]}
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+{"op":"add","path":"/state/followUps/1","value":{"id":"f2","task":"Schedule security review with IT","due":"Mar 12","variant":"warning"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"f3","task":"Share onboarding timeline deck","due":"Mar 15","variant":"neutral"}}
+{"op":"add","path":"/elements/note-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["note-header","note-input","note-save","notes-list"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"Notes","subtitle":"Jot down anything worth remembering about this account"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"accountNote","placeholder":"Write a quick note...","rows":3,"value":{"$bindState":"/noteDraft"}},"children":[]}}
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+{"op":"add","path":"/elements/notes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/notes","key":"id"},"children":["note-item"]}}
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+{"op":"add","path":"/elements/note-text","value":{"type":"TextContent","props":{"text":{"$template":"${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/note-meta","value":{"type":"TextContent","props":{"text":{"$template":"${author} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/noteDraft","value":""}
+{"op":"add","path":"/state/notes","value":[]}
+{"op":"add","path":"/state/notes/0","value":{"id":"n1","text":"Priya hinted that budget approval lands end of March — keep the deal warm until then.","author":"Sarah Mitchell","time":"Mar 4, 3:12 PM"}}
+{"op":"add","path":"/elements/call-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["call-header","call-summary","call-outcome","call-save","calls-list"]}}
+{"op":"add","path":"/elements/call-header","value":{"type":"CardHeader","props":{"title":"Log a Call","subtitle":"Capture the summary and outcome of your latest conversation"},"children":[]}}
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+{"op":"add","path":"/elements/oc2","value":{"type":"SelectItem","props":{"value":"Left voicemail","label":"Left voicemail"},"children":[]}}
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+{"op":"add","path":"/elements/oc4","value":{"type":"SelectItem","props":{"value":"No answer","label":"No answer"},"children":[]}}
+{"op":"add","path":"/elements/call-save","value":{"type":"Button","props":{"label":"Log Call","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/calls","value":{"id":"$id","summary":{"$state":"/callSummary"},"outcome":{"$state":"/callOutcome"},"time":"Just now"},"clearStatePath":"/callSummary"}}},"children":[]}}
+{"op":"add","path":"/elements/calls-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/calls","key":"id"},"children":["call-item"]}}
+{"op":"add","path":"/elements/call-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["call-summary-line","call-meta-line"]}}
+{"op":"add","path":"/elements/call-summary-line","value":{"type":"TextContent","props":{"text":{"$template":"${summary}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/call-meta-line","value":{"type":"TextContent","props":{"text":{"$template":"${outcome} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/callSummary","value":""}
+{"op":"add","path":"/state/callOutcome","value":""}
+{"op":"add","path":"/state/calls","value":[]}
+{"op":"add","path":"/state/calls/0","value":{"id":"call-1","summary":"Walked procurement through the updated contract terms","outcome":"Connected","time":"Yesterday, 2:15 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..09d27ca53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","kpi-row","mid-row","bottom-row"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","wrap":true},"children":["header-left","stage-tag"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["owner-avatar","header-text-col"]}}
+{"op":"add","path":"/elements/owner-avatar","value":{"type":"Avatar","props":{"fallback":"JR","alt":"Jordan Reyes"},"children":[]}}
+{"op":"add","path":"/elements/header-text-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["account-heading","owner-text"]}}
+{"op":"add","path":"/elements/account-heading","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/owner-text","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${/account/owner} · ${/account/ownerRole}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stage-tag","value":{"type":"Tag","props":{"text":{"$state":"/account/dealStage"},"variant":"info","size":"lg","icon":"flag"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Northwind Traders","owner":"Jordan Reyes","ownerRole":"Senior Account Executive","dealStage":"Negotiation","stageNumber":4,"stagePercent":80,"totalDealValue":"$482,500","openOpps":4,"renewalDate":"April 2, 2025","daysUntilRenewal":18}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["deal-card","stage-card","renewal-card"]}}
+{"op":"add","path":"/elements/deal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deal-header","deal-value","deal-sub"]}}
+{"op":"add","path":"/elements/deal-header","value":{"type":"CardHeader","props":{"title":"Total deal value","subtitle":"Open pipeline on this account"},"children":[]}}
+{"op":"add","path":"/elements/deal-value","value":{"type":"TextContent","props":{"text":{"$state":"/account/totalDealValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-sub","value":{"type":"TextContent","props":{"text":{"$template":"Across ${openOpps} open opportunities"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stage-header","stage-progress"]}}
+{"op":"add","path":"/elements/stage-header","value":{"type":"CardHeader","props":{"title":"Current stage","subtitle":"Awaiting legal review of redlines"},"children":[]}}
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+{"op":"add","path":"/elements/activity-text","value":{"type":"TextContent","props":{"text":{"$item":"text"}},"children":[]}}
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+{"op":"add","path":"/state/followUps","value":[]}
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+{"op":"add","path":"/elements/followup-due","value":{"type":"TextContent","props":{"text":{"$template":"Due: ${due}"},"size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..8191fae67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,45 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..72bc3a5dc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,47 @@
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+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-cash","m-burn","m-runway"]}}
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+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","month-row","metrics","expenses-section","txn-section","download-row","download-callout"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..bd68e63f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,42 @@
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+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-cash","kpi-burn","kpi-runway"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..69600478b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","month-row","metrics","content-row","txn-section","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Month-End Finance View","subtitle":"Startup treasury summary — updated on close of books"},"children":[]}}
+{"op":"add","path":"/elements/month-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["month-label","month-select"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"**Reporting month**"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"size":"medium","items":["m-jun","m-jul","m-aug","m-sep"]},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"September 2024"}
+{"op":"add","path":"/elements/m-jun","value":{"type":"SelectItem","props":{"value":"June 2024","label":"June 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-jul","value":{"type":"SelectItem","props":{"value":"July 2024","label":"July 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-aug","value":{"type":"SelectItem","props":{"value":"August 2024","label":"August 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-sep","value":{"type":"SelectItem","props":{"value":"September 2024","label":"September 2024"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["m-cash","m-burn","m-runway"]}}
+{"op":"add","path":"/elements/m-cash","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-cash-label","m-cash-value","m-cash-sub"]}}
+{"op":"add","path":"/elements/m-cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-cash-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/cashOnHand}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-cash-sub","value":{"type":"Badge","props":{"text":"Across all accounts","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/cashOnHand","value":"2,450,000"}
+{"op":"add","path":"/elements/m-burn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-burn-label","m-burn-value","m-burn-sub"]}}
+{"op":"add","path":"/elements/m-burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-burn-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/monthlyBurn} / mo"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-burn-sub","value":{"type":"Badge","props":{"text":"Net burn","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics/monthlyBurn","value":"185,000"}
+{"op":"add","path":"/elements/m-runway","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-runway-label","m-runway-value","m-runway-sub"]}}
+{"op":"add","path":"/elements/m-runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-runway-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/runwayMonths} months"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-runway-sub","value":{"type":"Badge","props":{"text":"Healthy (> 12 mo)","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/metrics/runwayMonths","value":"13.2"}
+{"op":"add","path":"/elements/content-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["expense-card"]}}
+{"op":"add","path":"/elements/expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-header","expense-chart"]}}
+{"op":"add","path":"/elements/expense-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"September 2024 — total $185,000"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":["Payroll","Cloud & Infra","Marketing","Office & Ops","Legal & Finance","Software Tools"],"values":[112000,24500,22000,13500,8000,5000],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/txn-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["txn-header","txn-callout","txn-list"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Large Transactions (> $10,000)","subtitle":"This month — requires controller review"},"children":[]}}
+{"op":"add","path":"/elements/txn-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"4 transactions above threshold","description":"Total outflow of $128,400 across flagged transactions this month."},"children":[]}}
+{"op":"add","path":"/elements/txn-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/largeTransactions","key":"id"},"children":["txn-item"]}}
+{"op":"add","path":"/state/largeTransactions","value":[]}
+{"op":"add","path":"/state/largeTransactions/0","value":{"id":"t1","title":"Payroll — September run","detail":"Sep 28 · Payroll · -$112,000","tag":"Payroll"}}
+{"op":"add","path":"/state/largeTransactions/1","value":{"id":"t2","title":"AWS — annual reserved instances","detail":"Sep 15 · Cloud & Infra · -$18,400","tag":"Infra"}}
+{"op":"add","path":"/state/largeTransactions/2","value":{"id":"t3","title":"Q4 ad campaign prepay","detail":"Sep 10 · Marketing · -$12,500","tag":"Marketing"}}
+{"op":"add","path":"/state/largeTransactions/3","value":{"id":"t4","title":"Office lease — monthly","detail":"Sep 01 · Office & Ops · -$10,500","tag":"Lease"}}
+{"op":"add","path":"/elements/txn-item","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["txn-item-text","txn-item-tag"]}}
+{"op":"add","path":"/elements/txn-item-text","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["txn-item-title","txn-item-detail"]}}
+{"op":"add","path":"/elements/txn-item-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txn-item-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txn-item-tag","value":{"type":"Tag","props":{"text":{"$item":"tag"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"end"},"children":["btn-export","btn-download"]}}
+{"op":"add","path":"/elements/btn-export","value":{"type":"Button","props":{"label":"Export CSV","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/btn-download","value":{"type":"Button","props":{"label":"Download Statement (PDF)","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/download-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Statement downloaded","description":"September 2024 statement (PDF) saved to your downloads."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/main-note","value":{"type":"TextContent","props":{"text":"Figures are unaudited management accounts. Statement download reflects the selected reporting month.","size":"small"},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header","month-row","metrics","content-row","txn-section","actions","download-confirm","main-note"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..24f7763ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","refresh-row","kpi-row","delay-callout","charts-row","search-card","shipments-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"Live overview of shipments, carriers, and costs"},"children":[]}}
+{"op":"add","path":"/elements/refresh-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["refresh-text","refresh-btn"]}}
+{"op":"add","path":"/elements/refresh-text","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Last refreshed: ${/lastRefreshed}"}},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today, 09:42 AM UTC"}
+{"op":"add","path":"/elements/refresh-btn","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now"}}},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-cost","kpi-active","kpi-delayed"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-bar"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"TextContent","props":{"size":"small","text":"On-time % (this month)"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/onTimePct}%"}},"children":[]}}
+{"op":"add","path":"/state/onTimePct","value":93}
+{"op":"add","path":"/elements/kpi-ontime-bar","value":{"type":"Progress","props":{"value":93,"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-cost-label","kpi-cost-value"]}}
+{"op":"add","path":"/elements/kpi-cost-label","value":{"type":"TextContent","props":{"size":"small","text":"Avg cost per shipment"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"$${/avgCost}"}},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"1,284"}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-active-label","kpi-active-value"]}}
+{"op":"add","path":"/elements/kpi-active-label","value":{"type":"TextContent","props":{"size":"small","text":"Shipments in transit"},"children":[]}}
+{"op":"add","path":"/elements/kpi-active-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/activeCount}"}},"children":[]}}
+{"op":"add","path":"/state/activeCount","value":6}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-delayed-label","kpi-delayed-value"]}}
+{"op":"add","path":"/elements/kpi-delayed-label","value":{"type":"TextContent","props":{"size":"small","text":"Delayed right now"},"children":[]}}
+{"op":"add","path":"/elements/kpi-delayed-value","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/delayedCount}"}},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":2}
+{"op":"add","path":"/elements/delay-callout","value":{"type":"Callout","props":{"variant":"warning","title":"2 delayed shipments need attention","description":"SHP-1042 (Rotterdam → Chicago) is 14h late due to port congestion. SHP-1045 (Shenzhen → Los Angeles) is 9h late awaiting customs clearance."},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["carrier-card","weekly-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-title","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["Maersk","DHL Freight","FedEx Logistics","UPS Supply Chain","DB Schenker"],"values":[34,26,18,14,8],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekly-title","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-title","value":{"type":"Heading","props":{"text":"Weekly volume — past 8 weeks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["weekly-series"],"xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":[412,388,435,401,447,462,429,455]},"children":[]}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["search-input","search-btn"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Search by route, e.g. Rotterdam → Chicago","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/search-btn","value":{"type":"Button","props":{"label":"Search route","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now (filtered by route)"}}},"children":[]}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-title","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-title","value":{"type":"Heading","props":{"text":"Shipments in transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1041","origin":"Hamburg","destination":"New York","eta":"Oct 14, 08:00","status":"On time","carrier":"Maersk","flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1042","origin":"Rotterdam","destination":"Chicago","eta":"Oct 13, 22:00","status":"Delayed","carrier":"DHL Freight","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1043","origin":"Singapore","destination":"Sydney","eta":"Oct 15, 06:30","status":"On time","carrier":"FedEx Logistics","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1044","origin":"Busan","destination":"Seattle","eta":"Oct 16, 11:15","status":"On time","carrier":"UPS Supply Chain","flagged":true}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1045","origin":"Shenzhen","destination":"Los Angeles","eta":"Oct 14, 19:45","status":"Delayed","carrier":"Maersk","flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-1046","origin":"Mumbai","destination":"Felixstowe","eta":"Oct 18, 05:00","status":"On time","carrier":"DB Schenker","flagged":false}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["ship-info","ship-eta","ship-status-tag","ship-flagged-tag","ship-flag-btn"]}}
+{"op":"add","path":"/elements/ship-info","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${origin} → ${destination} · ${carrier}"}},"children":[]}}
+{"op":"add","path":"/elements/ship-eta","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"ETA: ${eta}"}},"children":[]}}
+{"op":"add","path":"/elements/ship-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/ship-flagged-tag","value":{"type":"Tag","props":{"text":"Flagged","icon":"flag","variant":"warning"},"visible":{"$item":"flagged"},"children":[]}}
+{"op":"add","path":"/elements/ship-flag-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Unflag","$else":"Flag"},"variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":{"$cond":{"$item":"flagged"},"$then":false,"$else":true}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..899b420c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","refresh-row","kpi-row","search-card","delayed-callout","shipments-card","charts-row","footer-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"Live shipment overview — all routes, all carriers"},"children":[]}}
+{"op":"add","path":"/elements/refresh-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["refresh-text","refresh-btn"]}}
+{"op":"add","path":"/elements/refresh-text","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"2024-06-12 14:32 UTC"}
+{"op":"add","path":"/elements/refresh-btn","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"2024-06-12 14:47 UTC"}}},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-cost","kpi-active","kpi-delayed"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-bar"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time % (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-bar","value":{"type":"Progress","props":{"value":{"$state":"/kpis/onTimePct"},"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cost-label","kpi-cost-value"]}}
+{"op":"add","path":"/elements/kpi-cost-label","value":{"type":"TextContent","props":{"text":"Avg Cost per Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-active-label","kpi-active-value"]}}
+{"op":"add","path":"/elements/kpi-active-label","value":{"type":"TextContent","props":{"text":"Shipments In Transit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-active-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/inTransit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-delayed-label","kpi-delayed-value"]}}
+{"op":"add","path":"/elements/kpi-delayed-label","value":{"type":"TextContent","props":{"text":"Delayed Shipments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-delayed-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/delayed}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"onTimePct":92,"avgCost":184.5,"inTransit":6,"delayed":2}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["search-label","search-input"]}}
+{"op":"add","path":"/elements/search-label","value":{"type":"TextContent","props":{"text":"Search by route (origin or destination city)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago, Denver, Atlanta…","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"warning","title":"2 shipments currently delayed","description":"SHP-1042 (Chicago → Denver) is 14h behind due to weather; SHP-1038 (Atlanta → Miami) is 6h behind due to a carrier mechanical issue. Flag them for escalation below."},"children":[]}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments In Transit","subtitle":"Origin, destination, ETA and live status"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["shipment-info","shipment-status","shipment-flag"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${origin} → ${destination}  \nETA: ${eta} · Carrier: ${carrier} · Cost: $${cost}"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":"success"},"icon":"truck"},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged ⚑","$else":"Flag"},"variant":{"$cond":{"$item":"flagged"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1036","origin":"Seattle, WA","destination":"Portland, OR","eta":"2024-06-12 18:00","status":"On Time","carrier":"FastLine","cost":142,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1038","origin":"Atlanta, GA","destination":"Miami, FL","eta":"2024-06-13 09:30","status":"Delayed","carrier":"BlueRoad","cost":210,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1040","origin":"Dallas, TX","destination":"Phoenix, AZ","eta":"2024-06-13 07:15","status":"On Time","carrier":"CargoX","cost":198,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1042","origin":"Chicago, IL","destination":"Denver, CO","eta":"2024-06-14 12:00","status":"Delayed","carrier":"FastLine","cost":235,"flagged":true}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1045","origin":"Boston, MA","destination":"New York, NY","eta":"2024-06-12 16:45","status":"On Time","carrier":"BlueRoad","cost":96,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-1047","origin":"Los Angeles, CA","destination":"Las Vegas, NV","eta":"2024-06-13 11:20","status":"On Time","carrier":"CargoX","cost":126,"flagged":false}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["carrier-card","volume-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrier-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-header","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Share of shipments this month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierSplit/labels"},"values":{"$state":"/carrierSplit/values"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/carrierSplit","value":{"labels":["FastLine","BlueRoad","CargoX"],"values":[42,33,25]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["volume-header","volume-chart","volume-series"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Weekly Volume — Past 8 Weeks","subtitle":"Shipments completed per week"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyVolume/weeks"},"series":["volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"weeks":["W18","W19","W20","W21","W22","W23","W24","W25"],"values":[112,128,119,135,121,142,138,146]}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Data source: TMS feed · auto-refresh every 15 min · Flagged shipments are routed to the escalation queue.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..67421f590
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","refresh-row","metrics-row","search-bar","delayed-callout","shipments-card","charts-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"Live shipment overview and network performance"},"children":[]}}
+{"op":"add","path":"/elements/refresh-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["refresh-text"]}}
+{"op":"add","path":"/elements/refresh-text","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today, 09:42 AM"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metric-ontime","metric-cost"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-ontime-label","metric-ontime-value"]}}
+{"op":"add","path":"/elements/metric-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time % (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-cost-label","metric-cost-value"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Avg Cost per Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePct":94.2,"avgCost":312.5}}
+{"op":"add","path":"/elements/search-bar","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["search-label","search-input"]}}
+{"op":"add","path":"/elements/search-label","value":{"type":"Label","props":{"text":"Search by route (origin or destination)"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago → Denver","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Alert","props":{"title":"2 Shipments Delayed","description":"SHP-1042 (Chicago → Denver) and SHP-1047 (Dallas → Atlanta) are behind schedule. Review ETAs below.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"Heading","props":{"text":"Shipments In Transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["shipment-info","shipment-eta","shipment-status","shipment-flag"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${origin} → ${destination}"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag"},"variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1041","origin":"Seattle, WA","destination":"Portland, OR","eta":"Oct 14, 3:00 PM","status":"On Time","flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1042","origin":"Chicago, IL","destination":"Denver, CO","eta":"Oct 15, 11:00 AM","status":"Delayed","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1043","origin":"Austin, TX","destination":"Phoenix, AZ","eta":"Oct 14, 6:30 PM","status":"On Time","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1047","origin":"Dallas, TX","destination":"Atlanta, GA","eta":"Oct 16, 9:00 AM","status":"Delayed","flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1050","origin":"Boston, MA","destination":"New York, NY","eta":"Oct 14, 1:15 PM","status":"On Time","flagged":false}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["carrier-card","volume-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrier-title","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"text":"Volume by Carrier","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["FastFreight","BlueHaul","RoadRunner","CargoLine"],"values":[38,27,21,14],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["volume-title","volume-chart","volume-series"]}}
+{"op":"add","path":"/elements/volume-title","value":{"type":"Heading","props":{"text":"Weekly Volume (Past 2 Months)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["volume-series"],"xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Shipments","values":[112,128,104,141,136,119,148,132]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..868108834
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,55 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","refresh-row","delayed-callout","kpi-row","charts-row","search-row","shipments-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Logistics Coordination Board","subtitle":"Live overview of shipments, carriers, and performance"},"children":[]}}
+{"op":"add","path":"/elements/refresh-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["refresh-text","refresh-btn"]}}
+{"op":"add","path":"/elements/refresh-text","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today, 09:42 UTC"}
+{"op":"add","path":"/elements/refresh-btn","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now"}}},"children":[]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"warning","title":"2 shipments delayed","description":"SHP-1003 (Rotterdam → Hamburg) is 14h behind schedule; SHP-1007 (Shanghai → Long Beach) is 2 days late due to port congestion."},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-cost","kpi-active","kpi-delayed"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-bar"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/onTimePct","value":93.4}
+{"op":"add","path":"/elements/kpi-ontime-bar","value":{"type":"Progress","props":{"value":93.4,"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-cost-label","kpi-cost-value"]}}
+{"op":"add","path":"/elements/kpi-cost-label","value":{"type":"TextContent","props":{"text":"Avg cost per shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"1,284"}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-active-label","kpi-active-value"]}}
+{"op":"add","path":"/elements/kpi-active-label","value":{"type":"TextContent","props":{"text":"Shipments in transit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-active-value","value":{"type":"TextContent","props":{"text":"6","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-delayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-delayed-label","kpi-delayed-value"]}}
+{"op":"add","path":"/elements/kpi-delayed-label","value":{"type":"TextContent","props":{"text":"Delayed","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-delayed-value","value":{"type":"TextContent","props":{"text":"2","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["carrier-card","weekly-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrier-title","carrier-pie"]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/carrier-pie","value":{"type":"PieChart","props":{"labels":["DHL Freight","Maersk","FedEx Logistics","UPS Supply Chain"],"values":[38,27,21,14],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weekly-title","weekly-chart","weekly-s1","weekly-s2"]}}
+{"op":"add","path":"/elements/weekly-title","value":{"type":"Heading","props":{"text":"Weekly volume — past 8 weeks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["weekly-s1","weekly-s2"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-s1","value":{"type":"Series","props":{"category":"This month","values":[112,124,98,131,140,128,135,142]},"children":[]}}
+{"op":"add","path":"/elements/weekly-s2","value":{"type":"Series","props":{"category":"Previous month","values":[104,118,121,109,126,117,122,130]},"children":[]}}
+{"op":"add","path":"/elements/search-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["search-input","search-hint"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Search by route (e.g. Rotterdam → Hamburg)","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/search-hint","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/routeSearch","not":true},"$then":"Type an origin or destination city to filter.","$else":{"$template":"Filtering routes matching: ${/routeSearch}"}},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["shipments-title","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-title","value":{"type":"Heading","props":{"text":"Shipments in transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1001","origin":"Los Angeles","destination":"Chicago","eta":"Jun 14, 16:00","status":"On time","carrier":"DHL Freight","flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1002","origin":"New York","destination":"Toronto","eta":"Jun 13, 09:30","status":"On time","carrier":"FedEx Logistics","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1003","origin":"Rotterdam","destination":"Hamburg","eta":"Jun 15, 06:00","status":"Delayed","carrier":"Maersk","flagged":true}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1004","origin":"Singapore","destination":"Sydney","eta":"Jun 18, 12:00","status":"On time","carrier":"Maersk","flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1005","origin":"Dallas","destination":"Atlanta","eta":"Jun 12, 18:45","status":"On time","carrier":"UPS Supply Chain","flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-1007","origin":"Shanghai","destination":"Long Beach","eta":"Jun 21, 08:00","status":"Delayed","carrier":"Maersk","flagged":true}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["ship-info","ship-eta","ship-status","ship-flag"]}}
+{"op":"add","path":"/elements/ship-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ship-id","ship-route","ship-carrier"]}}
+{"op":"add","path":"/elements/ship-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ship-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ship-carrier","value":{"type":"TextContent","props":{"text":{"$item":"carrier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ship-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ship-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/ship-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"🚩 Flagged","$else":"Flag"},"variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/shipments/${$index}/flagged"},"value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..d34f522d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,77 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-row","roles-section","charts-row","bottom-row","new-role-bar"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"People Operations · Q3 snapshot · updated today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-headcount","kpi-tth","kpi-openroles","kpi-interviews"]}}
+{"op":"add","path":"/elements/kpi-headcount","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-headcount-num","kpi-headcount-label"]}}
+{"op":"add","path":"/elements/kpi-headcount-num","value":{"type":"TextContent","props":{"text":{"$state":"/headcount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/headcount","value":"342"}
+{"op":"add","path":"/elements/kpi-headcount-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-tth","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-tth-num","kpi-tth-label"]}}
+{"op":"add","path":"/elements/kpi-tth-num","value":{"type":"TextContent","props":{"text":{"$state":"/avgTimeToHire"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgTimeToHire","value":"32 days"}
+{"op":"add","path":"/elements/kpi-tth-label","value":{"type":"TextContent","props":{"text":"Avg. Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-openroles","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-openroles-num","kpi-openroles-label"]}}
+{"op":"add","path":"/elements/kpi-openroles-num","value":{"type":"TextContent","props":{"text":{"$state":"/openRolesCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/openRolesCount","value":"5"}
+{"op":"add","path":"/elements/kpi-openroles-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-interviews","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-interviews-num","kpi-interviews-label"]}}
+{"op":"add","path":"/elements/kpi-interviews-num","value":{"type":"TextContent","props":{"text":{"$state":"/interviewsCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/interviewsCount","value":"4"}
+{"op":"add","path":"/elements/kpi-interviews-label","value":{"type":"TextContent","props":{"text":"Interviews This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/roles-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["roles-heading","roles-list"]}}
+{"op":"add","path":"/elements/roles-heading","value":{"type":"Heading","props":{"text":"Open Roles","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/roles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-item"]}}
+{"op":"add","path":"/elements/role-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["role-info","role-dept-tag"]}}
+{"op":"add","path":"/elements/role-info","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** · ${location}"}},"children":[]}}
+{"op":"add","path":"/elements/role-dept-tag","value":{"type":"Tag","props":{"text":{"$item":"department"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"r1","title":"Senior Backend Engineer","department":"Engineering","location":"Remote (US)"}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"r2","title":"Product Designer","department":"Design","location":"New York, NY"}}
+{"op":"add","path":"/state/openRoles/2","value":{"id":"r3","title":"Account Executive","department":"Sales","location":"Austin, TX"}}
+{"op":"add","path":"/state/openRoles/3","value":{"id":"r4","title":"Data Analyst","department":"Data","location":"Remote (EU)"}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"r5","title":"People Operations Manager","department":"HR","location":"San Francisco, CA"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["pipeline-card","split-card"]}}
+{"op":"add","path":"/elements/pipeline-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pipeline-heading","pipeline-chart","pipeline-series"]}}
+{"op":"add","path":"/elements/pipeline-heading","value":{"type":"Heading","props":{"text":"Candidates by Pipeline Stage","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"BarChart","props":{"labels":["Applied","Screening","Interview","Offer","Hired"],"series":["pipeline-series"],"yLabel":"Candidates"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":{"$state":"/pipelineCounts"}},"children":[]}}
+{"op":"add","path":"/state/pipelineCounts","value":[124,58,23,7,3]}
+{"op":"add","path":"/elements/split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["split-heading","split-chart"]}}
+{"op":"add","path":"/elements/split-heading","value":{"type":"Heading","props":{"text":"Headcount by Department","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/split-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/deptLabels"},"values":{"$state":"/deptCounts"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/deptLabels","value":["Engineering","Sales","Design","Data","HR","Marketing"]}
+{"op":"add","path":"/state/deptCounts","value":[148,72,38,31,24,29]}
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["interviews-card","attrition-card"]}}
+{"op":"add","path":"/elements/interviews-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["interviews-heading","interviews-list"]}}
+{"op":"add","path":"/elements/interviews-heading","value":{"type":"Heading","props":{"text":"Interviews Scheduled This Week","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/interviews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/interviews","key":"id"},"children":["interview-item"]}}
+{"op":"add","path":"/elements/interview-item","value":{"type":"ListItem","props":{"title":{"$template":"${candidate} — ${role}"},"subtitle":{"$template":"${day} at ${time} · ${stage}"}},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"i1","candidate":"Maya Chen","role":"Senior Backend Engineer","day":"Tuesday","time":"10:00 AM","stage":"Technical round"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"i2","candidate":"Jordan Ellis","role":"Product Designer","day":"Wednesday","time":"2:30 PM","stage":"Portfolio review"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"i3","candidate":"Priya Nair","role":"Data Analyst","day":"Thursday","time":"11:00 AM","stage":"Hiring manager"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"i4","candidate":"Sam Okafor","role":"Account Executive","day":"Friday","time":"9:00 AM","stage":"Final round"}}
+{"op":"add","path":"/elements/attrition-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["attrition-heading","attrition-chart","attrition-series"]}}
+{"op":"add","path":"/elements/attrition-heading","value":{"type":"Heading","props":{"text":"Attrition — Past 6 Months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["attrition-series"],"variant":"natural","yLabel":"Attrition %"},"children":[]}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Monthly attrition %","values":{"$state":"/attritionRates"}},"children":[]}}
+{"op":"add","path":"/state/attritionRates","value":[2.1,1.8,2.4,1.9,2.2,1.6]}
+{"op":"add","path":"/elements/new-role-bar","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["new-role-note","new-role-dialog"]}}
+{"op":"add","path":"/elements/new-role-note","value":{"type":"TextContent","props":{"text":"Need to backfill or expand a team?","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open a New Role","title":"Open a New Role","description":"Fill in the details below to add a role to the hiring plan.","content":["nr-title-control","nr-dept-control","nr-location-control","nr-submit"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/nr-title-control","value":{"type":"FormControl","props":{"label":"Role title","input":"nr-title","hint":"e.g. Senior Frontend Engineer"},"children":[]}}
+{"op":"add","path":"/elements/nr-title","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"Role title","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/state/newRole/title","value":""}
+{"op":"add","path":"/elements/nr-dept-control","value":{"type":"FormControl","props":{"label":"Department","input":"nr-dept"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept","value":{"type":"Select","props":{"name":"roleDept","placeholder":"Select department","items":["nr-dept-eng","nr-dept-design","nr-dept-sales","nr-dept-data","nr-dept-hr","nr-dept-mkt"],"value":{"$bindState":"/newRole/dept"}},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-design","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-data","value":{"type":"SelectItem","props":{"value":"Data","label":"Data"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-hr","value":{"type":"SelectItem","props":{"value":"HR","label":"HR"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-mkt","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/state/newRole/dept","value":""}
+{"op":"add","path":"/elements/nr-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"nr-location","hint":"e.g. Remote (US), London, UK"},"children":[]}}
+{"op":"add","path":"/elements/nr-location","value":{"type":"Input","props":{"name":"roleLocation","placeholder":"Location","value":{"$bindState":"/newRole/location"}},"children":[]}}
+{"op":"add","path":"/state/newRole/location","value":""}
+{"op":"add","path":"/elements/nr-submit","value":{"type":"Button","props":{"label":"Create Role","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"department":{"$state":"/newRole/dept"},"location":{"$state":"/newRole/location"}},"clearStatePath":"/newRole/title"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..0c3f2ba01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,86 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","metrics-row","charts-row","charts-row-2","roles-card","actions-row"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["hdr-title","hdr-sub"]}}
+{"op":"add","path":"/elements/hdr-title","value":{"type":"Heading","props":{"text":"Hiring Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hdr-sub","value":{"type":"TextContent","props":{"text":"People team dashboard · Updated today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["m-headcount","m-openroles","m-tth","m-int"]}}
+{"op":"add","path":"/elements/m-headcount","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-hc-label","m-hc-value","m-hc-delta"]}}
+{"op":"add","path":"/elements/m-hc-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-hc-value","value":{"type":"TextContent","props":{"text":"248","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-hc-delta","value":{"type":"Tag","props":{"text":"+12 this quarter","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/m-openroles","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-or-label","m-or-value","m-or-delta"]}}
+{"op":"add","path":"/elements/m-or-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-or-value","value":{"type":"TextContent","props":{"text":"6","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-or-delta","value":{"type":"Tag","props":{"text":"3 marked urgent","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/m-tth","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-tth-label","m-tth-value","m-tth-delta"]}}
+{"op":"add","path":"/elements/m-tth-label","value":{"type":"TextContent","props":{"text":"Avg. Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-tth-value","value":{"type":"TextContent","props":{"text":"32 days","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-tth-delta","value":{"type":"Tag","props":{"text":"Target: 30 days","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/m-int","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["m-int-label","m-int-value","m-int-delta"]}}
+{"op":"add","path":"/elements/m-int-label","value":{"type":"TextContent","props":{"text":"Interviews This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-int-value","value":{"type":"TextContent","props":{"text":"18","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-int-delta","value":{"type":"Tag","props":{"text":"5 scheduled today","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["pipeline-card","dept-card"]}}
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+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":[142,64,29,8,5]},"children":[]}}
+{"op":"add","path":"/elements/dept-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["ch-dept-header","dept-chart"]}}
+{"op":"add","path":"/elements/ch-dept-header","value":{"type":"CardHeader","props":{"title":"Headcount by Department","subtitle":"248 employees total"},"children":[]}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"PieChart","props":{"labels":["Engineering","Sales","Product","Operations","Marketing","People"],"values":[96,45,38,27,24,18],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/charts-row-2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["attrition-card","interviews-card"]}}
+{"op":"add","path":"/elements/attrition-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["ch-attr-header","attrition-chart","attrition-series"]}}
+{"op":"add","path":"/elements/ch-attr-header","value":{"type":"CardHeader","props":{"title":"Attrition — Last 6 Months","subtitle":"Monthly voluntary attrition rate (%)"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":["Jun","Jul","Aug","Sep","Oct","Nov"],"series":["attrition-series"],"variant":"natural","yLabel":"Attrition %"},"children":[]}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Attrition rate","values":[2.4,2.1,2.8,2.2,1.9,1.6]},"children":[]}}
+{"op":"add","path":"/elements/interviews-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["ch-int-header","int-list"]}}
+{"op":"add","path":"/elements/ch-int-header","value":{"type":"CardHeader","props":{"title":"Interviews Scheduled This Week","subtitle":"18 total · 5 today"},"children":[]}}
+{"op":"add","path":"/elements/int-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/interviews","key":"id"},"children":["int-item"]}}
+{"op":"add","path":"/elements/int-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["int-left","int-right"]}}
+{"op":"add","path":"/elements/int-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["int-name","int-role"]}}
+{"op":"add","path":"/elements/int-name","value":{"type":"TextContent","props":{"text":{"$item":"candidate"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/int-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/int-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["int-time","int-interviewer"]}}
+{"op":"add","path":"/elements/int-time","value":{"type":"Tag","props":{"text":{"$template":"${day} · ${time}"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/int-interviewer","value":{"type":"TextContent","props":{"text":{"$template":"with ${interviewer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"i1","candidate":"Maya Chen","role":"Senior Frontend Engineer","day":"Mon","time":"10:00","interviewer":"L. Okafor"}}
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+{"op":"add","path":"/state/interviews/3","value":{"id":"i4","candidate":"Felix Braun","role":"DevOps Engineer","day":"Thu","time":"16:00","interviewer":"R. Alvarez"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"i5","candidate":"Priya Nair","role":"People Partner","day":"Fri","time":"11:30","interviewer":"J. Kim"}}
+{"op":"add","path":"/elements/roles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["roles-header","roles-list"]}}
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+{"op":"add","path":"/elements/roles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-item"]}}
+{"op":"add","path":"/elements/role-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["role-left","role-right"]}}
+{"op":"add","path":"/elements/role-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["role-title","role-meta"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/role-meta","value":{"type":"TextContent","props":{"text":{"$template":"${location} · Posted ${postedDays}d ago · ${candidates} candidates"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/role-right","value":{"type":"Tag","props":{"text":{"$item":"department"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"r1","title":"Senior Frontend Engineer","department":"Engineering","location":"Berlin (Hybrid)","candidates":12,"postedDays":14}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"r2","title":"DevOps Engineer","department":"Engineering","location":"Remote","candidates":9,"postedDays":7}}
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+{"op":"add","path":"/state/openRoles/3","value":{"id":"r4","title":"Product Manager","department":"Product","location":"Berlin (Hybrid)","candidates":15,"postedDays":10}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"r5","title":"People Partner","department":"People","location":"Munich","candidates":6,"postedDays":5}}
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+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"end"},"children":["dialog-new-role"]}}
+{"op":"add","path":"/elements/dialog-new-role","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Open New Role","title":"Open a New Role","description":"Add a new requisition. It will appear in the open roles list above.","content":["nr-form"]},"children":[]}}
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+{"op":"add","path":"/elements/nrf-title","value":{"type":"FormControl","props":{"label":"Role title","input":"nr-title-input","hint":"e.g. Senior Frontend Engineer"},"children":[]}}
+{"op":"add","path":"/elements/nr-title-input","value":{"type":"Input","props":{"name":"title","placeholder":"Senior Frontend Engineer","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/nrf-dept","value":{"type":"FormControl","props":{"label":"Department","input":"nr-dept-select"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-select","value":{"type":"Select","props":{"name":"department","items":["nr-dept-eng","nr-dept-sales","nr-dept-product","nr-dept-ops","nr-dept-mkt","nr-dept-people"],"placeholder":"Select department","value":{"$bindState":"/newRole/department"}},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-product","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-ops","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-mkt","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-people","value":{"type":"SelectItem","props":{"value":"People","label":"People"},"children":[]}}
+{"op":"add","path":"/elements/nrf-loc","value":{"type":"FormControl","props":{"label":"Location","input":"nr-loc-input"},"children":[]}}
+{"op":"add","path":"/elements/nr-loc-input","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. Berlin (Hybrid)","value":{"$bindState":"/newRole/location"}},"children":[]}}
+{"op":"add","path":"/elements/nrf-desc","value":{"type":"FormControl","props":{"label":"Job description","input":"nr-desc-input"},"children":[]}}
+{"op":"add","path":"/elements/nr-desc-input","value":{"type":"TextArea","props":{"name":"description","placeholder":"Responsibilities, requirements, salary band…","rows":4,"value":{"$bindState":"/newRole/description"}},"children":[]}}
+{"op":"add","path":"/elements/nr-buttons","value":{"type":"Buttons","props":{"buttons":["nr-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/nr-submit","value":{"type":"Button","props":{"label":"Publish Role","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"department":{"$state":"/newRole/department"},"location":{"$state":"/newRole/location"},"candidates":0,"postedDays":0},"clearStatePath":"/newRole/title"}}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","location":"","description":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..6a2fe3aee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,74 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","stats-row","pipeline-card","charts-row","roles-card","interviews-card","attrition-card","new-role-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"HR dashboard — Q3 snapshot"},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-headcount","stat-tth","stat-open","stat-interviews"]}}
+{"op":"add","path":"/elements/stat-headcount","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-hc-label","stat-hc-value","stat-hc-sub"]}}
+{"op":"add","path":"/elements/stat-hc-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-hc-value","value":{"type":"TextContent","props":{"text":{"$template":"${/headcount} employees"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-hc-sub","value":{"type":"TextContent","props":{"text":"+12 this quarter","size":"small"},"children":[]}}
+{"op":"add","path":"/state/headcount","value":248}
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+{"op":"add","path":"/elements/stat-tth-label","value":{"type":"TextContent","props":{"text":"Avg. Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-tth-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTimeToHire} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-tth-sub","value":{"type":"TextContent","props":{"text":"Down from 38 days last quarter","size":"small"},"children":[]}}
+{"op":"add","path":"/state/avgTimeToHire","value":32}
+{"op":"add","path":"/elements/stat-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-open-label","stat-open-value","stat-open-sub"]}}
+{"op":"add","path":"/elements/stat-open-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openRoleCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-open-sub","value":{"type":"TextContent","props":{"text":"Across 5 departments","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openRoleCount","value":8}
+{"op":"add","path":"/elements/stat-interviews","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-int-label","stat-int-value","stat-int-sub"]}}
+{"op":"add","path":"/elements/stat-int-label","value":{"type":"TextContent","props":{"text":"Interviews This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-int-value","value":{"type":"TextContent","props":{"text":{"$template":"${/interviewCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-int-sub","value":{"type":"TextContent","props":{"text":"6 today, 5 tomorrow","size":"small"},"children":[]}}
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new file mode 100644
index 000000000..7f79605b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,68 @@
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new file mode 100644
index 000000000..28a79fb07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,56 @@
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+{"op":"add","path":"/state/selectedCohort","value":"all"}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..3b0b49958
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,57 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..c60274efd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,54 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..ba556eeba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,61 @@
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+{"op":"add","path":"/elements/msg-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Reminder: Module 3 due Friday","value":{"$bindState":"/msgSubject"}},"children":[]}}
+{"op":"add","path":"/state/msgSubject","value":""}
+{"op":"add","path":"/elements/msg-body-fc","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body","hint":"Sent to every learner in the selected cohort"},"children":[]}}
+{"op":"add","path":"/elements/msg-body","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message...","rows":5,"value":{"$bindState":"/msgBody"}},"children":[]}}
+{"op":"add","path":"/state/msgBody","value":""}
+{"op":"add","path":"/elements/msg-buttons","value":{"type":"Buttons","props":{"buttons":["msg-send-btn","msg-validate-btn"]},"children":[]}}
+{"op":"add","path":"/elements/msg-send-btn","value":{"type":"Button","props":{"label":"Send message","variant":"primary","action":["send"]},"children":[]}}
+{"op":"add","path":"/elements/msg-validate-btn","value":{"type":"Button","props":{"label":"Check required fields","variant":"secondary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/msgValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-learners","stat-completion","stat-quiz"]}}
+{"op":"add","path":"/elements/stat-learners","value":{"type":"Card","props":{"gap":"xs"},"children":["stat-learners-label","stat-learners-value","stat-learners-tag"]}}
+{"op":"add","path":"/elements/stat-learners-label","value":{"type":"Label","props":{"text":"Active learners this week"},"children":[]}}
+{"op":"add","path":"/elements/stat-learners-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/activeLearners}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"activeLearners":1247,"completionRate":68,"avgQuizScore":82}}
+{"op":"add","path":"/elements/stat-learners-tag","value":{"type":"Tag","props":{"text":"+12% vs last week","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/stat-completion","value":{"type":"Card","props":{"gap":"xs"},"children":["stat-comp-label","stat-comp-value","stat-comp-progress"]}}
+{"op":"add","path":"/elements/stat-comp-label","value":{"type":"Label","props":{"text":"Course completion rate"},"children":[]}}
+{"op":"add","path":"/elements/stat-comp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/completionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-comp-progress","value":{"type":"Progress","props":{"value":68,"label":"Target: 75%"},"children":[]}}
+{"op":"add","path":"/elements/stat-quiz","value":{"type":"Card","props":{"gap":"xs"},"children":["stat-quiz-label","stat-quiz-value","stat-quiz-tag"]}}
+{"op":"add","path":"/elements/stat-quiz-label","value":{"type":"Label","props":{"text":"Average quiz score"},"children":[]}}
+{"op":"add","path":"/elements/stat-quiz-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/avgQuizScore}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-quiz-tag","value":{"type":"Tag","props":{"text":"+3 pts vs last month","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"gap":"s"},"children":["engage-title","engage-chart"]}}
+{"op":"add","path":"/elements/engage-title","value":{"type":"CardHeader","props":{"title":"Engagement — past 8 weeks","subtitle":"Weekly active learners and lessons completed"},"children":[]}}
+{"op":"add","path":"/elements/engage-chart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["series-active","series-lessons"],"variant":"natural","xLabel":"Week","yLabel":"Count"},"children":[]}}
+{"op":"add","path":"/elements/series-active","value":{"type":"Series","props":{"category":"Active learners","values":[980,1050,1020,1120,1180,1150,1210,1247]},"children":[]}}
+{"op":"add","path":"/elements/series-lessons","value":{"type":"Series","props":{"category":"Lessons completed","values":[3400,3650,3500,3980,4200,4100,4450,4680]},"children":[]}}
+{"op":"add","path":"/elements/enroll-card","value":{"type":"Card","props":{"gap":"s"},"children":["enroll-title","enroll-chart"]}}
+{"op":"add","path":"/elements/enroll-title","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment"},"children":[]}}
+{"op":"add","path":"/elements/enroll-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Intro to Data Science","Leadership Fundamentals","Advanced Excel","Cloud Architecture","Effective Communication"],"series":["series-enroll"],"xLabel":"Enrollments"},"children":[]}}
+{"op":"add","path":"/elements/series-enroll","value":{"type":"Series","props":{"category":"Enrollments","values":[842,615,540,472,389]},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"gap":"s"},"children":["risk-title","risk-list"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"No activity in 7+ days or failing quiz scores"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","gap":"s","direction":"column"},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"ListBlock","props":{"items":["risk-item-inner"]},"children":[]}}
+{"op":"add","path":"/elements/risk-item-inner","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${course} — ${reason} (last active ${lastActive})"},"actionLabel":"Nudge"},"children":[]}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"1","name":"Maya Chen","course":"Cloud Architecture","reason":"inactive 12 days","lastActive":"Mar 3"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"2","name":"Jordan Lee","course":"Advanced Excel","reason":"quiz avg 48%","lastActive":"Mar 10"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"3","name":"Sam Patel","course":"Leadership Fundamentals","reason":"inactive 9 days","lastActive":"Mar 6"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"4","name":"Ava Torres","course":"Intro to Data Science","reason":"quiz avg 52%","lastActive":"Mar 11"}}
+{"op":"add","path":"/elements/followups","value":{"type":"FollowUpBlock","props":{"items":["fu-1","fu-2","fu-3"]},"children":[]}}
+{"op":"add","path":"/elements/fu-1","value":{"type":"FollowUpItem","props":{"text":"Break down completion rate by course"},"children":[]}}
+{"op":"add","path":"/elements/fu-2","value":{"type":"FollowUpItem","props":{"text":"Show engagement for the Q2 Engineering cohort only"},"children":[]}}
+{"op":"add","path":"/elements/fu-3","value":{"type":"FollowUpItem","props":{"text":"Draft a re-engagement message for at-risk learners"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..068d0559d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","stats-row","visitors-card","sources-card","subs-card","campaigns-card","best-campaign","export-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Marketing Dashboard","subtitle":"Weekly performance overview for the marketing team"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["range-label","range-select"]}}
+{"op":"add","path":"/elements/range-label","value":{"type":"TextContent","props":{"text":"**Date range**"},"children":[]}}
+{"op":"add","path":"/elements/range-select","value":{"type":"Select","props":{"name":"dateRange","items":["range-7","range-30","range-90"],"placeholder":"Select range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"value":"7d","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/range-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"30d"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-visitors","stat-conversion","stat-subs"]}}
+{"op":"add","path":"/elements/stat-visitors","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-visitors-t","stat-visitors-v"]}}
+{"op":"add","path":"/elements/stat-visitors-t","value":{"type":"TextContent","props":{"text":"Site Visitors (30 days)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-visitors-v","value":{"type":"TextContent","props":{"text":{"$template":"${/totalVisitors}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-conversion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-conv-t","stat-conv-v","stat-conv-d"]}}
+{"op":"add","path":"/elements/stat-conv-t","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-conv-v","value":{"type":"TextContent","props":{"text":{"$template":"${/conversionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-conv-d","value":{"type":"Tag","props":{"text":"+0.4 pts vs last period","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/stat-subs","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stat-subs-t","stat-subs-v","stat-subs-d"]}}
+{"op":"add","path":"/elements/stat-subs-t","value":{"type":"TextContent","props":{"text":"Email Subscriber Growth (this month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-subs-v","value":{"type":"TextContent","props":{"text":{"$template":"+${/subscriberGrowth}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-subs-d","value":{"type":"Tag","props":{"text":"+12% MoM","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/totalVisitors","value":"128,450"}
+{"op":"add","path":"/state/conversionRate","value":3.8}
+{"op":"add","path":"/state/subscriberGrowth","value":2140}
+{"op":"add","path":"/elements/visitors-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["visitors-header","visitors-chart","vis-s1","vis-s2"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"AreaChart","props":{"labels":["W1","W2","W3","W4"],"series":["vis-s1","vis-s2"],"variant":"natural","xLabel":"Week","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/vis-s1","value":{"type":"Series","props":{"category":"This period","values":[28500,31400,30200,38350]},"children":[]}}
+{"op":"add","path":"/elements/vis-s2","value":{"type":"Series","props":{"category":"Previous period","values":[26100,27900,28800,33100]},"children":[]}}
+{"op":"add","path":"/elements/sources-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sources-header","sources-chart","src-s1"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions"},"children":[]}}
+{"op":"add","path":"/elements/sources-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Organic Search","Direct","Paid Search","Social","Email"],"series":["src-s1"],"yLabel":"Share %"},"children":[]}}
+{"op":"add","path":"/elements/src-s1","value":{"type":"Series","props":{"category":"Share of traffic (%)","values":[38,24,16,13,9]},"children":[]}}
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["subs-header","subs-chart","subs-s1"]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — This Month"},"children":[]}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subs-s1"],"variant":"natural","yLabel":"New subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subs-s1","value":{"type":"Series","props":{"category":"New subscribers","values":[410,520,560,650]},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["campaigns-header","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Current spend per campaign"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["campaign-info","campaign-spend"]}}
+{"op":"add","path":"/elements/campaign-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["campaign-name","campaign-channel"]}}
+{"op":"add","path":"/elements/campaign-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-channel","value":{"type":"TextContent","props":{"text":{"$template":"${channel} · CTR ${ctr}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend","value":{"type":"Tag","props":{"text":{"$template":"$${spend} spend"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Spring Launch Awareness","channel":"Paid Social","spend":"4,200","ctr":2.9}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Search — Brand Terms","channel":"Paid Search","spend":"3,150","ctr":5.4}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Retargeting — Cart Abandoners","channel":"Display","spend":"1,880","ctr":1.7}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"Newsletter Promo — May","channel":"Email","spend":"640","ctr":4.1}}
+{"op":"add","path":"/elements/best-campaign","value":{"type":"Callout","props":{"variant":"success","title":"Best Performing Campaign: Search — Brand Terms","description":"Highest CTR at 5.4% with a 6.2% conversion rate and $3,150 spend — 28% above account average ROAS."},"children":[]}}
+{"op":"add","path":"/elements/export-card","value":{"type":"Card","props":{"direction":"row","justify":"end","gap":"m"},"children":["export-csv","export-pdf"]}}
+{"op":"add","path":"/elements/export-csv","value":{"type":"Button","props":{"label":"Export CSV","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":"CSV export started"}}},"children":[]}}
+{"op":"add","path":"/elements/export-pdf","value":{"type":"Button","props":{"label":"Export PDF Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":"PDF export started"}}},"children":[]}}
+{"op":"add","path":"/state/exported","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..13d6ed50a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","controls","export-callout","kpi-row","visitors-card","mid-row","campaigns-card"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["hdr-title","hdr-sub"]}}
+{"op":"add","path":"/elements/hdr-title","value":{"type":"Heading","props":{"text":"Marketing dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hdr-sub","value":{"type":"TextContent","props":{"text":"Weekly snapshot across traffic, conversion, campaigns, and subscriber growth.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["range-control","export-btn"]}}
+{"op":"add","path":"/elements/range-control","value":{"type":"FormControl","props":{"label":"Date range","input":"range-select","hint":"Charts and totals follow this range"},"children":[]}}
+{"op":"add","path":"/elements/range-select","value":{"type":"Select","props":{"name":"dateRange","items":["opt-7d","opt-30d","opt-90d","opt-ytd"],"placeholder":"Select range","value":{"$bindState":"/dateRange"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"Last 30 days"}
+{"op":"add","path":"/elements/opt-7d","value":{"type":"SelectItem","props":{"value":"Last 7 days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/opt-30d","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/opt-90d","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/opt-ytd","value":{"type":"SelectItem","props":{"value":"Year to date","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/export-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"A PDF of this dashboard was generated and the download link was sent to your email."},"visible":{"$state":"/exported"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-visitors","kpi-conv","kpi-subs"]}}
+{"op":"add","path":"/elements/kpi-visitors","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kv-num","kv-label","kv-tag"]}}
+{"op":"add","path":"/elements/kv-num","value":{"type":"TextContent","props":{"text":"84,230","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kv-label","value":{"type":"TextContent","props":{"text":"Total site visitors — last 30 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kv-tag","value":{"type":"Tag","props":{"text":"+12.4% vs prior period","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kc-num","kc-label","kc-tag"]}}
+{"op":"add","path":"/elements/kc-num","value":{"type":"TextContent","props":{"text":"3.8%","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kc-label","value":{"type":"TextContent","props":{"text":"Conversion rate (visitor → signup)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kc-tag","value":{"type":"Tag","props":{"text":"+0.4 pts WoW","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-subs","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ks-num","ks-label","ks-tag"]}}
+{"op":"add","path":"/elements/ks-num","value":{"type":"TextContent","props":{"text":"+610","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ks-label","value":{"type":"TextContent","props":{"text":"Email subscribers — this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ks-tag","value":{"type":"Tag","props":{"text":"+18% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/visitors-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitors-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site visitors","subtitle":{"$template":"Daily visitors · ${/dateRange}"}},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"LineChart","props":{"labels":["Oct 15","Oct 17","Oct 19","Oct 21","Oct 23","Oct 25","Oct 27","Oct 29","Oct 31","Nov 2","Nov 4","Nov 6","Nov 8","Nov 10","Nov 12"],"series":["visitors-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":[2210,2480,2320,2690,2875,2430,2510,2960,3120,2680,2745,2990,3210,2870,3050]},"children":[]}}
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["sources-card","subs-card"]}}
+{"op":"add","path":"/elements/sources-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sources-header","sources-chart"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top traffic sources","subtitle":"Share of sessions — top five"},"children":[]}}
+{"op":"add","path":"/elements/sources-chart","value":{"type":"PieChart","props":{"labels":["Organic Search","Direct","Social Media","Email","Referral"],"values":[38,24,17,12,9],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subs-header","subs-chart"]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth","subtitle":"New subscribers this month"},"children":[]}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subs-series"],"yLabel":"New subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subs-series","value":{"type":"Series","props":{"category":"New subscribers","values":[128,164,152,166]},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["campaigns-header","campaigns-list","best-callout"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Weekly spend and conversions per campaign"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Spring Sale","spend":"$1,240","conv":268}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Brand Awareness Q4","spend":"$860","conv":88}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Product Launch Video","spend":"$1,910","conv":481}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"Retargeting — Cart Abandoners","spend":"$430","conv":96}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["cr-name","cr-spend","cr-tag"]}}
+{"op":"add","path":"/elements/cr-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cr-spend","value":{"type":"TextContent","props":{"text":{"$template":"Spend: ${spend}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cr-tag","value":{"type":"Tag","props":{"text":{"$template":"${conv} conversions"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/best-callout","value":{"type":"Callout","props":{"variant":"success","title":"Best performer: Product Launch Video","description":"$1,910 spend → 481 conversions ($3.97 per conversion, 4.2× ROAS). Shift ~10% of Brand Awareness budget here to compound the win."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..13fd60786
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","kpis","visitors-card","mid-row","campaigns-card","subs-card","export-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Marketing Dashboard","subtitle":"Weekly performance overview for site, traffic, and campaigns"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["range-select","range-note"]}}
+{"op":"add","path":"/elements/range-select","value":{"type":"Select","props":{"name":"dateRange","items":["r7","r30","r90","rq"],"value":{"$bindState":"/dateRange"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"r30"}
+{"op":"add","path":"/elements/r7","value":{"type":"SelectItem","props":{"value":"r7","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/r30","value":{"type":"SelectItem","props":{"value":"r30","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/r90","value":{"type":"SelectItem","props":{"value":"r90","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/rq","value":{"type":"SelectItem","props":{"value":"rq","label":"This quarter"},"children":[]}}
+{"op":"add","path":"/elements/range-note","value":{"type":"TextContent","props":{"text":{"$template":"Showing: ${/dateRange} | updated just now"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-visitors","kpi-conv","kpi-subs","kpi-spend"]}}
+{"op":"add","path":"/elements/kpi-visitors","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-v-label","kpi-v-value","kpi-v-delta"]}}
+{"op":"add","path":"/elements/kpi-v-label","value":{"type":"TextContent","props":{"text":"Site Visitors (30d)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-v-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/visitors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpi/visitors","value":"128,400"}
+{"op":"add","path":"/elements/kpi-v-delta","value":{"type":"Tag","props":{"text":"+12.4% vs prior","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-c-label","kpi-c-value","kpi-c-delta"]}}
+{"op":"add","path":"/elements/kpi-c-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-c-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/conversion"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpi/conversion","value":"3.8%"}
+{"op":"add","path":"/elements/kpi-c-delta","value":{"type":"Tag","props":{"text":"+0.4 pts","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-subs","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-s-label","kpi-s-value","kpi-s-delta"]}}
+{"op":"add","path":"/elements/kpi-s-label","value":{"type":"TextContent","props":{"text":"Email Subscribers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-s-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/subscribers"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpi/subscribers","value":"24,150"}
+{"op":"add","path":"/elements/kpi-s-delta","value":{"type":"Tag","props":{"text":"+1,240 this month","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-spend","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-p-label","kpi-p-value","kpi-p-delta"]}}
+{"op":"add","path":"/elements/kpi-p-label","value":{"type":"TextContent","props":{"text":"Total Ad Spend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-p-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpi/spend"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpi/spend","value":"$18,900"}
+{"op":"add","path":"/elements/kpi-p-delta","value":{"type":"Tag","props":{"text":"on budget","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/visitors-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"LineChart","props":{"labels":["Oct 6","Oct 8","Oct 10","Oct 12","Oct 14","Oct 16","Oct 18","Oct 20","Oct 22","Oct 24","Oct 26","Oct 28","Oct 30","Nov 1","Nov 3"],"series":["visitors-series"],"variant":"natural","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":[3200,3450,3100,3890,4200,4050,4400,3980,4600,4750,4520,4900,5100,4830,5250]},"children":[]}}
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["sources-card","best-card"]}}
+{"op":"add","path":"/elements/sources-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sources-header","sources-chart"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions"},"children":[]}}
+{"op":"add","path":"/elements/sources-chart","value":{"type":"PieChart","props":{"labels":["Organic Search","Direct","Paid Social","Email","Referral"],"values":[38,24,17,12,9],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/best-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-header","best-callout","best-stats"]}}
+{"op":"add","path":"/elements/best-header","value":{"type":"CardHeader","props":{"title":"Top Performer","subtitle":"Best campaign this period"},"children":[]}}
+{"op":"add","path":"/elements/best-callout","value":{"type":"Callout","props":{"variant":"success","title":"Fall Launch — Paid Social","description":"Highest ROI at 5.2x. 4.6% conversion rate, $1.85 CPC. Consider increasing budget by 20%."},"children":[]}}
+{"op":"add","path":"/elements/best-stats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"around"},"children":["best-roas","best-cr","best-cpc"]}}
+{"op":"add","path":"/elements/best-roas","value":{"type":"TextContent","props":{"text":"**5.2x** ROAS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-cr","value":{"type":"TextContent","props":{"text":"**4.6%** Conv. Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-cpc","value":{"type":"TextContent","props":{"text":"**$1.85** CPC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["camp-header","camp-list"]}}
+{"op":"add","path":"/elements/camp-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Spend and status per campaign"},"children":[]}}
+{"op":"add","path":"/elements/camp-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["camp-row"]}}
+{"op":"add","path":"/elements/camp-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["camp-info","camp-spend"]}}
+{"op":"add","path":"/elements/camp-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${channel}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/camp-spend","value":{"type":"Tag","props":{"text":{"$template":"${spend} spent"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Fall Launch","channel":"Paid Social","spend":"$6,400"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Brand Search","channel":"Google Ads","spend":"$4,800"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Holiday Early Bird","channel":"Email","spend":"$3,100"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"Retargeting Q4","channel":"Display","spend":"$2,900"}}
+{"op":"add","path":"/state/campaigns/4","value":{"id":"c5","name":"Influencer Collab","channel":"Social","spend":"$1,700"}}
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subs-header","subs-chart","subs-progress"]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — This Month","subtitle":"New subscribers per week"},"children":[]}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subs-series"],"yLabel":"New Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subs-series","value":{"type":"Series","props":{"category":"New Subscribers","values":[260,310,295,375]},"children":[]}}
+{"op":"add","path":"/elements/subs-progress","value":{"type":"Progress","props":{"value":82,"label":"Monthly growth goal: 1,240 / 1,500 new subscribers"},"children":[]}}
+{"op":"add","path":"/elements/export-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"end","align":"center"},"children":["export-note","export-btn"]}}
+{"op":"add","path":"/elements/export-note","value":{"type":"TextContent","props":{"text":{"$template":"Report covers: ${/dateRange}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Report (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/export-done","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"Your PDF report has been generated and sent to your email."},"visible":{"$state":"/exported"},"children":[]}}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","kpis","visitors-card","mid-row","campaigns-card","subs-card","export-row","export-done"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..061b586c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","stats-row","visitors-card","sources-card","campaigns-card","subscribers-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Marketing Weekly Dashboard","subtitle":"Performance overview for the selected period"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["date-select","export-btn"]}}
+{"op":"add","path":"/elements/date-select","value":{"type":"Select","props":{"name":"dateRange","items":["range-7","range-30","range-90"],"size":"medium","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"value":"Last 7 days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/range-90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"Last 30 days"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/export-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"Your dashboard report has been downloaded as a PDF."},"visible":{"$state":"/exported"},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["stat-visitors","stat-conversion","stat-subs","export-callout"]}}
+{"op":"add","path":"/elements/stat-visitors","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["stat-visitors-label","stat-visitors-value"]}}
+{"op":"add","path":"/elements/stat-visitors-label","value":{"type":"TextContent","props":{"text":"Site Visitors (30 days)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-visitors-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/visitors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"visitors":"128,450","conversion":"3.8% (+0.4 pts)","subs":"+1,240 this month (18,540 total)"}}
+{"op":"add","path":"/elements/stat-conversion","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["stat-conversion-label","stat-conversion-value"]}}
+{"op":"add","path":"/elements/stat-conversion-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-conversion-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/conversion"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-subs","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["stat-subs-label","stat-subs-value"]}}
+{"op":"add","path":"/elements/stat-subs-label","value":{"type":"TextContent","props":{"text":"Email Subscriber Growth","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-subs-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/subs"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/visitors-card","value":{"type":"Card","props":{"gap":"m"},"children":["visitors-title","visitors-chart","visitors-series"]}}
+{"op":"add","path":"/elements/visitors-title","value":{"type":"Heading","props":{"text":"Site Visitors — Last 30 Days","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"LineChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["visitors-series"],"variant":"natural","xLabel":"Week","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitorsWeekly"}},"children":[]}}
+{"op":"add","path":"/state/visitorsWeekly","value":[28400,31200,30150,38700]}
+{"op":"add","path":"/elements/sources-card","value":{"type":"Card","props":{"gap":"m"},"children":["sources-title","sources-chart"]}}
+{"op":"add","path":"/elements/sources-title","value":{"type":"Heading","props":{"text":"Top 5 Traffic Sources","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sources-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/sourceNames"},"values":{"$state":"/sourceShares"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/sourceNames","value":["Organic Search","Paid Ads","Social Media","Email","Referral"]}
+{"op":"add","path":"/state/sourceShares","value":[38,24,18,12,8]}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"gap":"m"},"children":["campaigns-title","best-callout","campaigns-table","col-name","col-spend","col-status"]}}
+{"op":"add","path":"/elements/campaigns-title","value":{"type":"Heading","props":{"text":"Running Campaigns","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/best-callout","value":{"type":"Callout","props":{"variant":"success","title":"Best Performer: Spring Launch — Email","description":"4.9% conversion rate, 2.1x ROAS. Consider increasing budget allocation this week."},"children":[]}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["col-name","col-spend","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Campaign","data":{"$state":"/campaignNames"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/campaignNames","value":["Spring Launch — Email","Retargeting — Display","Brand Awareness — Social","Search Ads — Core Keywords"]}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Spend ($)","data":{"$state":"/campaignSpend"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/campaignSpend","value":[4200,6800,3500,9100]}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Active","Active","Active","Paused"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/subscribers-card","value":{"type":"Card","props":{"gap":"m"},"children":["subs-title","subs-chart","subs-series"]}}
+{"op":"add","path":"/elements/subs-title","value":{"type":"Heading","props":{"text":"Email Subscriber Growth — This Month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subs-series"],"variant":"natural","xLabel":"Week","yLabel":"New Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subs-series","value":{"type":"Series","props":{"category":"New Subscribers","values":{"$state":"/subsWeekly"}},"children":[]}}
+{"op":"add","path":"/state/subsWeekly","value":[260,310,295,375]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..d588e907b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"ops"}
+{"op":"add","path":"/elements/ops","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metrics-row","chart-card","controls-card","orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-commerce Operations Desk","subtitle":"Live snapshot of store performance and order flow"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["m1","m2","m3","m4"]}}
+{"op":"add","path":"/elements/m1","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m1-label","m1-value"]}}
+{"op":"add","path":"/elements/m1-label","value":{"type":"TextContent","props":{"text":"Orders today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m1-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m2","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m2-label","m2-value"]}}
+{"op":"add","path":"/elements/m2-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m2-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m3","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m3-label","m3-value"]}}
+{"op":"add","path":"/elements/m3-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m3-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/aov"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m4","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m4-label","m4-value"]}}
+{"op":"add","path":"/elements/m4-label","value":{"type":"TextContent","props":{"text":"Refund rate (this month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m4-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/refundRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"ordersToday":"47","revenueToday":"$12,480","aov":"$265.53","refundRate":"2.4%"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","volume-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders per week across the past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["4 weeks ago","3 weeks ago","2 weeks ago","This week"],"series":["volume-series"],"xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":[312,348,295,371]},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"end","justify":"between","wrap":true},"children":["filter-control","search-control"]}}
+{"op":"add","path":"/elements/filter-control","value":{"type":"FormControl","props":{"label":"Filter by status","input":"filter-buttons"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["fb-all","fb-pending","fb-processing","fb-shipped","fb-fulfilled","fb-refunded"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/fb-all","value":{"type":"Button","props":{"label":"All","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"All"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"All"}}},"children":[]}}
+{"op":"add","path":"/elements/fb-pending","value":{"type":"Button","props":{"label":"Pending","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"Pending"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"Pending"}}},"children":[]}}
+{"op":"add","path":"/elements/fb-processing","value":{"type":"Button","props":{"label":"Processing","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"Processing"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"Processing"}}},"children":[]}}
+{"op":"add","path":"/elements/fb-shipped","value":{"type":"Button","props":{"label":"Shipped","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"Shipped"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"Shipped"}}},"children":[]}}
+{"op":"add","path":"/elements/fb-fulfilled","value":{"type":"Button","props":{"label":"Fulfilled","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"Fulfilled"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/elements/fb-refunded","value":{"type":"Button","props":{"label":"Refunded","size":"small","variant":{"$cond":{"$state":"/statusFilter","eq":"Refunded"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/statusFilter","value":"Refunded"}}},"children":[]}}
+{"op":"add","path":"/state/statusFilter","value":"All"}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by customer","input":"search-input","hint":"Exact customer name match"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"e.g. Amelia Hart","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Latest orders across all channels"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"visible":{"$and":[{"$or":[{"$state":"/statusFilter","eq":"All"},{"$and":[{"$state":"/statusFilter","eq":"Pending"},{"$item":"status","eq":"Pending"}]},{"$and":[{"$state":"/statusFilter","eq":"Processing"},{"$item":"status","eq":"Processing"}]},{"$and":[{"$state":"/statusFilter","eq":"Shipped"},{"$item":"status","eq":"Shipped"}]},{"$and":[{"$state":"/statusFilter","eq":"Fulfilled"},{"$item":"status","eq":"Fulfilled"}]},{"$and":[{"$state":"/statusFilter","eq":"Refunded"},{"$item":"status","eq":"Refunded"}]}]},{"$or":[{"$state":"/searchQuery","not":true},{"$item":"customer","eq":{"$state":"/searchQuery"}}]}]},"children":["order-info","order-total","order-tag","fulfill-btn"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"}},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"success","$else":{"$cond":{"$item":"status","eq":"Refunded"},"$then":"danger","$else":{"$cond":{"$item":"status","eq":"Pending"},"$then":"warning","$else":{"$cond":{"$item":"status","eq":"Processing"},"$then":"info","$else":"neutral"}}}}}},"children":[]}}
+{"op":"add","path":"/elements/fulfill-btn","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"secondary","size":"small"},"visible":{"$item":"status","neq":"Fulfilled"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-2041","customer":"Amelia Hart","total":182.5,"status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-2040","customer":"Marcus Chen","total":96.2,"status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-2039","customer":"Sofia Reyes","total":245,"status":"Shipped"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-2038","customer":"James Okafor","total":59.99,"status":"Pending"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-2037","customer":"Lina Novak","total":310.75,"status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-2036","customer":"Daniel Kim","total":128.4,"status":"Refunded"}}
+{"op":"add","path":"/state/orders/6","value":{"id":"ORD-2035","customer":"Priya Nair","total":74.3,"status":"Processing"}}
+{"op":"add","path":"/state/orders/7","value":{"id":"ORD-2034","customer":"Tom Becker","total":210,"status":"Shipped"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..eeeb6badb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-row","charts-row","controls","orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-commerce Operations Desk","subtitle":"Live overview of today's store performance"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-orders-label","kpi-orders-value"]}}
+{"op":"add","path":"/elements/kpi-orders-label","value":{"type":"TextContent","props":{"text":"Orders Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"1,284","revenueToday":"$86,420","avgOrderValue":"$67.30","refundRate":"2.1%"}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-revenue-label","kpi-revenue-value"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-aov-label","kpi-aov-value"]}}
+{"op":"add","path":"/elements/kpi-aov-label","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgOrderValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-refund-label","kpi-refund-value","kpi-refund-bar"]}}
+{"op":"add","path":"/elements/kpi-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/refundRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund-bar","value":{"type":"Progress","props":{"value":2.1,"label":"Target < 3%"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["charts-header","weekly-chart","weekly-s1"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"CardHeader","props":{"title":"Order Volume — Past 4 Weeks","subtitle":"Orders per day, grouped by week"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekly-s1"],"variant":"grouped","xLabel":"Day of week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/weekly-s1","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/weeklyVolume"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":[]}
+{"op":"add","path":"/state/weeklyVolume/0","value":1120}
+{"op":"add","path":"/state/weeklyVolume/1","value":1240}
+{"op":"add","path":"/state/weeklyVolume/2","value":1310}
+{"op":"add","path":"/state/weeklyVolume/3","value":1180}
+{"op":"add","path":"/state/weeklyVolume/4","value":1520}
+{"op":"add","path":"/state/weeklyVolume/5","value":1740}
+{"op":"add","path":"/state/weeklyVolume/6","value":1430}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["search-control","status-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by customer name","input":"search-input","hint":"Filters the orders table below"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"e.g. Jane Cooper","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","items":["si-all","si-pending","si-processing","si-shipped","si-fulfilled","si-refunded"],"placeholder":"All statuses","value":{"$bindState":"/statusFilter"}},"children":[]}}
+{"op":"add","path":"/elements/si-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/si-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/si-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/si-shipped","value":{"type":"SelectItem","props":{"value":"Shipped","label":"Shipped"},"children":[]}}
+{"op":"add","path":"/elements/si-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/si-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/state/statusFilter","value":"all"}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent Orders","subtitle":"Mark an order fulfilled once it has shipped"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-info","order-meta","order-fulfill-btn"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["order-total","order-status"]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"success","$else":{"$cond":{"$item":"status","eq":"Refunded"},"$then":"danger","$else":{"$cond":{"$item":"status","eq":"Pending"},"$then":"warning","$else":"info"}}}},"children":[]}}
+{"op":"add","path":"/elements/order-fulfill-btn","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"visible":{"$item":"status","neq":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-9241","customer":"Jane Cooper","total":"$128.40","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-9240","customer":"Marcus Reid","total":"$59.99","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-9239","customer":"Aisha Bello","total":"$212.75","status":"Shipped"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-9238","customer":"Tom Alvarez","total":"$84.20","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-9237","customer":"Priya Nair","total":"$146.00","status":"Refunded"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-9236","customer":"Leo Fischer","total":"$97.55","status":"Pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..67bbc4d6e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-title","page-sub","metrics-card","chart-card","orders-card"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"E-commerce Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-sub","value":{"type":"TextContent","props":{"text":"Sunday, November 2, 2025 · Live snapshot of today's storefront activity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"start","wrap":true,"gap":"l"},"children":["m-orders","m-revenue","m-aov","m-refunds"]}}
+{"op":"add","path":"/elements/m-orders","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["m-orders-label","m-orders-value","m-orders-note"]}}
+{"op":"add","path":"/elements/m-orders-label","value":{"type":"TextContent","props":{"text":"ORDERS TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-orders-note","value":{"type":"TextContent","props":{"text":"+3 vs yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-revenue","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["m-revenue-label","m-revenue-value","m-revenue-note"]}}
+{"op":"add","path":"/elements/m-revenue-label","value":{"type":"TextContent","props":{"text":"REVENUE TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-revenue-note","value":{"type":"TextContent","props":{"text":"across 18 orders","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-aov","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["m-aov-label","m-aov-value","m-aov-note"]}}
+{"op":"add","path":"/elements/m-aov-label","value":{"type":"TextContent","props":{"text":"AVG ORDER VALUE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgOrderValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-aov-note","value":{"type":"TextContent","props":{"text":"revenue ÷ orders","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-refunds","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["m-refunds-label","m-refunds-value","m-refunds-progress"]}}
+{"op":"add","path":"/elements/m-refunds-label","value":{"type":"TextContent","props":{"text":"REFUND RATE — NOV","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-refunds-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/refundRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-refunds-progress","value":{"type":"Progress","props":{"value":2.4,"label":"of orders this month"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/ordersToday","value":18}
+{"op":"add","path":"/state/metrics/revenueToday","value":"$4,231.64"}
+{"op":"add","path":"/state/metrics/avgOrderValue","value":"$235.09"}
+{"op":"add","path":"/state/metrics/refundRate","value":"2.4%"}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chart-header","chart-bars","chart-note"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders per week · past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/chart-bars","value":{"type":"BarChart","props":{"labels":["Oct 6-12","Oct 13-19","Oct 20-26","Oct 27-Nov 2"],"series":["chart-series-orders"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/chart-series-orders","value":{"type":"Series","props":{"category":"Orders","values":[96,112,104,128]},"children":[]}}
+{"op":"add","path":"/elements/chart-note","value":{"type":"TextContent","props":{"text":"Current week is pacing +23% above the prior week.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","controls-row","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Narrow by status or search by customer name"},"children":[]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["fc-status","fc-search"]}}
+{"op":"add","path":"/elements/fc-status","value":{"type":"FormControl","props":{"label":"Status filter","input":"status-select","hint":"Narrow the list by fulfillment status"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","items":["si-all","si-pending","si-paid","si-fulfilled","si-refunded"],"value":{"$bindState":"/statusFilter"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/si-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/si-pending","value":{"type":"SelectItem","props":{"value":"pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/si-paid","value":{"type":"SelectItem","props":{"value":"paid","label":"Paid"},"children":[]}}
+{"op":"add","path":"/elements/si-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/si-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/state/statusFilter","value":"all"}
+{"op":"add","path":"/elements/fc-search","value":{"type":"FormControl","props":{"label":"Customer search","input":"search-input","hint":"Exact match, e.g. Ava Patel"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search customer name…","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"visible":{"$and":[{"$or":[{"$state":"/statusFilter","eq":"all"},{"$and":[{"$state":"/statusFilter","eq":"pending"},{"$item":"status","eq":"pending"}]},{"$and":[{"$state":"/statusFilter","eq":"paid"},{"$item":"status","eq":"paid"}]},{"$and":[{"$state":"/statusFilter","eq":"fulfilled"},{"$item":"status","eq":"fulfilled"}]},{"$and":[{"$state":"/statusFilter","eq":"refunded"},{"$item":"status","eq":"refunded"}]}]},{"$or":[{"$state":"/searchQuery","not":true},{"$and":[{"$state":"/searchQuery","eq":"Ava Patel"},{"$item":"customer","eq":"Ava Patel"}]},{"$and":[{"$state":"/searchQuery","eq":"Marcus Chen"},{"$item":"customer","eq":"Marcus Chen"}]},{"$and":[{"$state":"/searchQuery","eq":"Sofia Ramirez"},{"$item":"customer","eq":"Sofia Ramirez"}]},{"$and":[{"$state":"/searchQuery","eq":"Liam O'Connor"},{"$item":"customer","eq":"Liam O'Connor"}]},{"$and":[{"$state":"/searchQuery","eq":"Yuki Tanaka"},{"$item":"customer","eq":"Yuki Tanaka"}]},{"$and":[{"$state":"/searchQuery","eq":"Elena Petrova"},{"$item":"customer","eq":"Elena Petrova"}]}]}]},"children":["o-id","o-customer","o-total","o-tag-pending","o-tag-paid","o-tag-fulfilled","o-tag-refunded","o-fulfill"]}}
+{"op":"add","path":"/elements/o-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/o-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/o-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/o-tag-pending","value":{"type":"Tag","props":{"text":"Pending","variant":"warning","size":"sm"},"visible":{"$item":"status","eq":"pending"},"children":[]}}
+{"op":"add","path":"/elements/o-tag-paid","value":{"type":"Tag","props":{"text":"Paid","variant":"info","size":"sm"},"visible":{"$item":"status","eq":"paid"},"children":[]}}
+{"op":"add","path":"/elements/o-tag-fulfilled","value":{"type":"Tag","props":{"text":"Fulfilled","variant":"success","size":"sm"},"visible":{"$item":"status","eq":"fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/o-tag-refunded","value":{"type":"Tag","props":{"text":"Refunded","variant":"danger","size":"sm"},"visible":{"$item":"status","eq":"refunded"},"children":[]}}
+{"op":"add","path":"/elements/o-fulfill","value":{"type":"Button","props":{"label":{"$cond":{"$item":"status","eq":"fulfilled"},"$then":"Fulfilled ✓","$else":"Mark fulfilled"},"variant":{"$cond":{"$item":"status","eq":"fulfilled"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"#10482","customer":"Ava Patel","total":"$214.00","status":"paid"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"#10481","customer":"Marcus Chen","total":"$86.50","status":"pending"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"#10480","customer":"Sofia Ramirez","total":"$342.90","status":"fulfilled"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"#10479","customer":"Liam O'Connor","total":"$129.99","status":"paid"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"#10478","customer":"Yuki Tanaka","total":"$58.25","status":"refunded"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"#10477","customer":"Elena Petrova","total":"$410.00","status":"fulfilled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..64584e4c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..6bd5fa980
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r1.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..3b75e8d5b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r2.txt
@@ -0,0 +1,57 @@
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+{"op":"add","path":"/elements/incident-status","value":{"type":"TextContent","props":{"text":{"$template":"Status: ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"acknowledged"}}},"children":[]}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"gap":"s"},"children":["endpoints-header","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Slowest endpoints","subtitle":"Top 5 by p95 latency, last hour"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-ep","col-p50","col-p95"]},"children":[]}}
+{"op":"add","path":"/elements/col-ep","value":{"type":"Col","props":{"label":"Endpoint","data":["GET /v1/payments/:id/refunds","POST /v1/payments","GET /v1/settlements/export","POST /v1/webhooks/replay","GET /v1/customers/:id/timeline"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-p50","value":{"type":"Col","props":{"label":"p50 (ms)","data":[412,355,298,240,190],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-p95","value":{"type":"Col","props":{"label":"p95 (ms)","data":[1240,980,860,720,640],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"gap":"s"},"children":["threshold-header","threshold-control"]}}
+{"op":"add","path":"/elements/threshold-header","value":{"type":"CardHeader","props":{"title":"Alerting","subtitle":"Page policy for this service"},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Error rate threshold (%)","input":"threshold-slider","hint":"Page the on-call when the error rate stays above this for 5 minutes."},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"errorRateThreshold","variant":"discrete","min":0,"max":10,"step":0.5,"value":{"$bindState":"/alertThreshold"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..27eb6f764
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r3.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-row","stats-row","chart-card","incidents-card","endpoints-card","threshold-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — On-Call Dashboard","subtitle":"payments-api · live view"},"children":[]}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"**Region filter**"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All regions","value":{"$bindState":"/region"},"items":["ri-all","ri-us","ri-eu","ri-ap"]},"children":[]}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/ri-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/ri-us","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1"},"children":[]}}
+{"op":"add","path":"/elements/ri-eu","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"eu-west-1"},"children":[]}}
+{"op":"add","path":"/elements/ri-ap","value":{"type":"SelectItem","props":{"value":"ap-southeast-2","label":"ap-southeast-2"},"children":[]}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["uptime-card","errrate-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["uptime-title","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"text":"Uptime this quarter","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/uptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":99.97}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.97,"label":"SLO target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/errrate-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["errrate-title","errrate-value","errrate-note"]}}
+{"op":"add","path":"/elements/errrate-title","value":{"type":"TextContent","props":{"text":"Error rate right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/errrate-value","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/errorRate","value":0.42}
+{"op":"add","path":"/elements/errrate-note","value":{"type":"Tag","props":{"text":"within normal range","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","usage-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"CPU & Memory — last 24h","subtitle":"percent utilization, hourly"},"children":[]}}
+{"op":"add","path":"/elements/usage-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","now"],"series":["cpu-series","mem-series"],"variant":"natural","yLabel":"%"},"children":[]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU","values":[31,28,45,62,71,55,48]},"children":[]}}
+{"op":"add","path":"/elements/mem-series","value":{"type":"Series","props":{"category":"Memory","values":[54,53,58,64,69,66,63]},"children":[]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-header","incidents-list","incidents-empty"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"acknowledge to take ownership"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-ack"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${region} · opened ${openedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["incident-sev","incident-ack-btn"]}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"SEV1"},"$then":"danger","$else":{"$cond":{"$item":"severity","eq":"SEV2"},"$then":"warning","$else":"info"}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incident-ack-btn","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2417","title":"Elevated 5xx on checkout","severity":"SEV1","region":"us-east-1","openedAt":"14:02"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2418","title":"DB replica lag > 30s","severity":"SEV2","region":"eu-west-1","openedAt":"15:11"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-2419","title":"Cache hit ratio dropping","severity":"SEV3","region":"ap-southeast-2","openedAt":"16:40"}}
+{"op":"add","path":"/elements/incidents-empty","value":{"type":"Callout","props":{"variant":"success","title":"All clear","description":"No open incidents. All have been acknowledged."},"visible":{"$state":"/incidents","not":true},"children":[]}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["endpoints-header","endpoints-list"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Slowest endpoints","subtitle":"top 5 by p95 latency, last hour"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/endpoints","key":"path"},"children":["endpoint-row"]}}
+{"op":"add","path":"/elements/endpoint-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["endpoint-rank","endpoint-path","endpoint-latency"]}}
+{"op":"add","path":"/elements/endpoint-rank","value":{"type":"TextContent","props":{"text":{"$template":"#${rank}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-path","value":{"type":"InlineCode","props":{"code":{"$item":"path"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency","value":{"type":"Tag","props":{"text":{"$template":"p95 ${p95}ms"},"variant":{"$cond":{"$item":"p95","gt":1000},"$then":"danger","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/endpoints","value":[]}
+{"op":"add","path":"/state/endpoints/0","value":{"rank":1,"path":"POST /v1/checkout","p95":1840}}
+{"op":"add","path":"/state/endpoints/1","value":{"rank":2,"path":"GET /v1/orders/:id","p95":1230}}
+{"op":"add","path":"/state/endpoints/2","value":{"rank":3,"path":"POST /v1/refunds","p95":960}}
+{"op":"add","path":"/state/endpoints/3","value":{"rank":4,"path":"GET /v1/customers/search","p95":720}}
+{"op":"add","path":"/state/endpoints/4","value":{"rank":5,"path":"GET /v1/invoices","p95":540}}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["threshold-header","threshold-slider","threshold-current"]}}
+{"op":"add","path":"/elements/threshold-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"page me when error rate exceeds this value"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":0,"max":10,"step":0.5,"label":"Error rate %","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":[2]}
+{"op":"add","path":"/elements/threshold-current","value":{"type":"TextContent","props":{"text":{"$template":"Current threshold: ${/alertThreshold}% error rate"},"size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..450aae2c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b3-server__r4.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["headerRow","statsRow","chartCard","incidentsCard","endpointsCard"]}}
+{"op":"add","path":"/elements/headerRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["titleCard","regionControl"]}}
+{"op":"add","path":"/elements/titleCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["titleHeading","titleSub"]}}
+{"op":"add","path":"/elements/titleHeading","value":{"type":"Heading","props":{"text":"Service Health — payments-api","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/titleSub","value":{"type":"TextContent","props":{"text":"On-call view · refreshed 30s ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionControl","value":{"type":"FormControl","props":{"label":"Region","input":"regionSelect","hint":"Narrow the view to a single region"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","items":["reg-all","reg-use1","reg-usw2","reg-euw1","reg-apse2"],"value":{"$bindState":"/regionFilter"}},"children":[]}}
+{"op":"add","path":"/elements/reg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/reg-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1"},"children":[]}}
+{"op":"add","path":"/elements/reg-usw2","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"us-west-2"},"children":[]}}
+{"op":"add","path":"/elements/reg-euw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"eu-west-1"},"children":[]}}
+{"op":"add","path":"/elements/reg-apse2","value":{"type":"SelectItem","props":{"value":"ap-southeast-2","label":"ap-southeast-2"},"children":[]}}
+{"op":"add","path":"/state/regionFilter","value":"all"}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["uptimeCard","errCard","threshCard"]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["uptimeLabel","uptimeValue","uptimeProgress"]}}
+{"op":"add","path":"/elements/uptimeLabel","value":{"type":"TextContent","props":{"text":"Uptime — quarter to date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/uptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/uptime"},"label":"SLO target: 99.9%"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":99.97}
+{"op":"add","path":"/elements/errCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["errLabel","errValue","errTag"]}}
+{"op":"add","path":"/elements/errLabel","value":{"type":"TextContent","props":{"text":"Error rate — right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/errValue","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/errTag","value":{"type":"Tag","props":{"text":"▲ above 1h baseline of 0.31%","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/errorRate","value":0.42}
+{"op":"add","path":"/elements/threshCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["threshLabel","threshSlider","threshNote"]}}
+{"op":"add","path":"/elements/threshLabel","value":{"type":"TextContent","props":{"text":"Alert threshold — error rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/threshSlider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0.1,"max":5,"step":0.1,"label":"Page on-call above (%)","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/elements/threshNote","value":{"type":"TextContent","props":{"text":{"$template":"Pages on-call when error rate exceeds ${/alertThreshold}% for 5 minutes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":[1.0]}
+{"op":"add","path":"/elements/chartCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chartHeader","chart"]}}
+{"op":"add","path":"/elements/chartHeader","value":{"type":"CardHeader","props":{"title":"CPU & Memory","subtitle":"Past 24 hours · 2-hour intervals"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["cpuSeries","memSeries"],"yLabel":"Usage %","variant":"natural"},"children":[]}}
+{"op":"add","path":"/elements/cpuSeries","value":{"type":"Series","props":{"category":"CPU %","values":[34,31,28,27,35,52,64,71,66,58,49,41]},"children":[]}}
+{"op":"add","path":"/elements/memSeries","value":{"type":"Series","props":{"category":"Memory %","values":[58,57,56,57,59,63,68,72,70,67,64,61]},"children":[]}}
+{"op":"add","path":"/elements/incidentsCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incHeader","incList"]}}
+{"op":"add","path":"/elements/incHeader","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Acknowledge to claim ownership"},"children":[]}}
+{"op":"add","path":"/elements/incList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incRow"]}}
+{"op":"add","path":"/elements/incRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["incLeft","incAck"]}}
+{"op":"add","path":"/elements/incLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incTopRow","incMeta"]}}
+{"op":"add","path":"/elements/incTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["incSevTag","incTitle"]}}
+{"op":"add","path":"/elements/incSevTag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"severityVariant"}},"children":[]}}
+{"op":"add","path":"/elements/incTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incMeta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${region} · started ${started}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incAck","value":{"type":"Button","props":{"label":{"$item":"ackLabel"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"ackLabel"},"value":"✓ Acknowledged"}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2841","title":"Elevated 5xx from payments-gateway","severity":"critical","severityVariant":"danger","region":"us-east-1","started":"12 min ago","ackLabel":"Acknowledge"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2838","title":"DB connection pool saturation on orders-db","severity":"high","severityVariant":"warning","region":"eu-west-1","started":"47 min ago","ackLabel":"Acknowledge"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-2835","title":"Cache hit ratio below 60% on sessions cache","severity":"medium","severityVariant":"info","region":"us-west-2","started":"2h ago","ackLabel":"Acknowledge"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"INC-2831","title":"Delayed webhook deliveries to 3 merchants","severity":"low","severityVariant":"neutral","region":"ap-southeast-2","started":"5h ago","ackLabel":"Acknowledge"}}
+{"op":"add","path":"/elements/endpointsCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["epHeader","epList"]}}
+{"op":"add","path":"/elements/epHeader","value":{"type":"CardHeader","props":{"title":"Slowest endpoints","subtitle":"Top 5 by p99 latency · last hour"},"children":[]}}
+{"op":"add","path":"/elements/epList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/endpoints","key":"id"},"children":["epRow"]}}
+{"op":"add","path":"/elements/epRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["epPath","epTag"]}}
+{"op":"add","path":"/elements/epPath","value":{"type":"TextContent","props":{"text":{"$template":"${rank}. ${path}"}},"children":[]}}
+{"op":"add","path":"/elements/epTag","value":{"type":"Tag","props":{"text":{"$item":"latencyText"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/endpoints","value":[]}
+{"op":"add","path":"/state/endpoints/0","value":{"id":"ep1","rank":"1","path":"GET /v1/payments/{id}/refunds","latencyText":"1840 ms","variant":"danger"}}
+{"op":"add","path":"/state/endpoints/1","value":{"id":"ep2","rank":"2","path":"POST /v1/settlements","latencyText":"1520 ms","variant":"danger"}}
+{"op":"add","path":"/state/endpoints/2","value":{"id":"ep3","rank":"3","path":"GET /v1/merchants/search","latencyText":"1210 ms","variant":"warning"}}
+{"op":"add","path":"/state/endpoints/3","value":{"id":"ep4","rank":"4","path":"POST /v1/payments","latencyText":"940 ms","variant":"warning"}}
+{"op":"add","path":"/state/endpoints/4","value":{"id":"ep5","rank":"5","path":"GET /v1/reports/daily","latencyText":"860 ms","variant":"neutral"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..9c06edf31
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","hub-picker","kpis","tabs","callouts","main-grid","rebook-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Airline Hub Operations Desk","subtitle":"Real-time overview of hub performance, flights, crews, and passenger impact"},"children":[]}}
+{"op":"add","path":"/elements/hub-picker","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"TextContent","props":{"text":"**Viewing hub:** — switch hubs below (item 10)","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","value":{"$bindState":"/currentHub"}},"children":["hub-atl","hub-dfw","hub-ord","hub-den"]}}
+{"op":"add","path":"/state/currentHub","value":"ATL"}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Atlanta (ATL)"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver (DEN)"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","wrap":true,"justify":"around"},"children":["kpi-otp","kpi-load","kpi-turn","kpi-cancel"]}}
+{"op":"add","path":"/elements/kpi-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["kpi-otp-title","kpi-otp-val","kpi-otp-bar"]}}
+{"op":"add","path":"/elements/kpi-otp-title","value":{"type":"TextContent","props":{"text":"1. On-Time Performance Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-otp-val","value":{"type":"TextContent","props":{"text":{"$template":"${/otpToday}% on time (A14)"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/otpToday","value":84}
+{"op":"add","path":"/elements/kpi-otp-bar","value":{"type":"Progress","props":{"value":{"$state":"/otpToday"},"label":"Departures on time"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["kpi-load-title","kpi-load-val","kpi-load-bar"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"7. Avg Passenger Load Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"TextContent","props":{"text":{"$template":"${/avgLoad}% load factor"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgLoad","value":87}
+{"op":"add","path":"/elements/kpi-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/avgLoad"},"label":"Seats filled"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["kpi-turn-title","kpi-turn-val","kpi-turn-bar"]}}
+{"op":"add","path":"/elements/kpi-turn-title","value":{"type":"TextContent","props":{"text":"12. Avg Turnaround Time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn-val","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTurnaround} min (target 45)"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgTurnaround","value":52}
+{"op":"add","path":"/elements/kpi-turn-bar","value":{"type":"Progress","props":{"value":65,"label":"52 min average"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["kpi-cancel-title","kpi-cancel-val"]}}
+{"op":"add","path":"/elements/kpi-cancel-title","value":{"type":"TextContent","props":{"text":"11. Cancellations Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancel-val","value":{"type":"TextContent","props":{"text":{"$template":"${/cancellations} flights cancelled"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/cancellations","value":6}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-flights","tab-delayed","tab-gates","tab-crews","tab-connections"]}}}
+{"op":"add","path":"/elements/tab-flights","value":{"type":"TabItem","props":{"value":"flights","trigger":"All Flights (2)","content":["flights-list"]}}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["flight-info","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-info","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}** — ${route}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Tag","props":{"text":{"$template":"Gate ${gate}"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"f1","flightNo":"DL1024","route":"ATL → JFK","gate":"A12","status":"On Time"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"f2","flightNo":"DL887","route":"ATL → LAX","gate":"B7","status":"Delayed"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"f3","flightNo":"DL2210","route":"ATL → MIA","gate":"C3","status":"Boarding"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"f4","flightNo":"DL455","route":"ATL → ORD","gate":"A18","status":"Delayed"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"f5","flightNo":"DL930","route":"ATL → SEA","gate":"D2","status":"Cancelled"}}
+{"op":"add","path":"/elements/tab-delayed","value":{"type":"TabItem","props":{"value":"delayed","trigger":"Delayed (3)","content":["delayed-list"]}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-row"]}}
+{"op":"add","path":"/elements/delayed-row","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${flightNo} — ${route} delayed ${delayMin} min"},"description":{"$template":"Reason: ${reason}. New departure: ${newDep}"}},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flightNo":"DL887","route":"ATL → LAX","delayMin":65,"reason":"Late inbound aircraft","newDep":"14:40"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flightNo":"DL455","route":"ATL → ORD","delayMin":40,"reason":"Ground stop at ORD","newDep":"15:10"}}
+{"op":"add","path":"/elements/tab-gates","value":{"type":"TabItem","props":{"value":"gates","trigger":"Gate Changes (4)","content":["gates-list"]}}}
+{"op":"add","path":"/elements/gates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-row"]}}
+{"op":"add","path":"/elements/gate-row","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"${flightNo}: Gate ${oldGate} → ${newGate}"},"description":{"$template":"Changed at ${time} — ${reason}"}},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flightNo":"DL2210","oldGate":"C3","newGate":"C9","time":"12:45","reason":"Jet bridge maintenance"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flightNo":"DL1024","oldGate":"A12","newGate":"A14","time":"12:20","reason":"Aircraft swap"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flightNo":"DL887","oldGate":"B7","newGate":"B11","time":"11:55","reason":"Congestion at B7"}}
+{"op":"add","path":"/elements/tab-crews","value":{"type":"TabItem","props":{"value":"crews","trigger":"Crews Available (5)","content":["crews-list"]}}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["crew-info","crew-status"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${role}, ${fleet} qualified. Duty remaining: ${dutyLeft}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/crew-status","value":{"type":"Tag","props":{"text":{"$item":"availability"},"variant":{"$cond":{"$item":"availability","eq":"Available"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"c1","name":"Capt. R. Alvarez","role":"Captain","fleet":"A320","dutyLeft":"7h 30m","availability":"Available"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"c2","name":"F/O J. Chen","role":"First Officer","fleet":"B737","dutyLeft":"6h 10m","availability":"Available"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"c3","name":"FA Team 14 (4 crew)","role":"Cabin Crew","fleet":"A320/B737","dutyLeft":"8h 00m","availability":"Standby"}}
+{"op":"add","path":"/elements/tab-connections","value":{"type":"TabItem","props":{"value":"connections","trigger":"Connections at Risk (8)","content":["conn-list"]}}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-row"]}}
+{"op":"add","path":"/elements/conn-row","value":{"type":"Alert","props":{"variant":"destructive","title":{"$template":"${paxCount} pax: ${inbound} → ${outbound}"},"description":{"$template":"Connection window: ${window} min (min 35). Inbound ETA ${eta}."}},"children":[]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"k1","paxCount":14,"inbound":"DL887 from LAX feed","outbound":"DL1400 ATL → BOS","window":22,"eta":"13:55"}}
+{"op":"add","path":"/state/connections/1","value":{"id":"k2","paxCount":9,"inbound":"DL455 from ORD feed","outbound":"DL778 ATL → DFW","window":28,"eta":"14:20"}}
+{"op":"add","path":"/elements/callouts","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["wx-title","wx-list"]}}
+{"op":"add","path":"/elements/wx-title","value":{"type":"Heading","props":{"text":"6. Weather Advisories at Hub","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/wx-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["wx-row"]}}
+{"op":"add","path":"/elements/wx-row","value":{"type":"Callout","props":{"variant":{"$item":"severity"},"title":{"$item":"title"},"description":{"$item":"detail"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","severity":"warning","title":"Thunderstorms 15:00–18:00 ET","detail":"Convective line moving through ATL; expect ground stops and 30–60 min delays."}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","severity":"info","title":"Gusty crosswinds RWY 26L","detail":"Sustained 22 kt gusting 31 kt; possible single-runway ops."}}
+{"op":"add","path":"/elements/main-grid","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["grid-title","otp-chart","turn-chart"]}}
+{"op":"add","path":"/elements/grid-title","value":{"type":"Heading","props":{"text":"Performance Trends","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/otp-chart","value":{"type":"LineChart","props":{"labels":["06:00","09:00","12:00","15:00","18:00"],"series":["otp-series"],"xLabel":"Time","yLabel":"OTP %"},"children":[]}}
+{"op":"add","path":"/elements/otp-series","value":{"type":"Series","props":{"category":"On-time %","values":[94,91,86,78,82]},"children":[]}}
+{"op":"add","path":"/elements/turn-chart","value":{"type":"BarChart","props":{"labels":["06:00","09:00","12:00","15:00","18:00"],"series":["turn-series"],"xLabel":"Time block","yLabel":"Avg turnaround (min)"},"children":[]}}
+{"op":"add","path":"/elements/turn-series","value":{"type":"Series","props":{"category":"Turnaround min","values":[44,48,52,58,55]},"children":[]}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rebook-title","rebook-desc","rebook-form"]}}
+{"op":"add","path":"/elements/rebook-title","value":{"type":"Heading","props":{"text":"9. Rebook Affected Passengers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rebook-desc","value":{"type":"TextContent","props":{"text":"Enter the passenger PNR and select a new flight to rebook passengers impacted by delays or cancellations.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebookForm","buttons":"rebook-buttons","fields":["fc-pnr","fc-flight","fc-class"]},"children":[]}}
+{"op":"add","path":"/elements/fc-pnr","value":{"type":"FormControl","props":{"label":"Passenger PNR","input":"in-pnr","hint":"6-character record locator"},"children":[]}}
+{"op":"add","path":"/elements/in-pnr","value":{"type":"Input","props":{"name":"pnr","placeholder":"e.g. XK7T2P","type":"text"},"children":[]}}
+{"op":"add","path":"/elements/fc-flight","value":{"type":"FormControl","props":{"label":"New Flight","input":"in-flight"},"children":[]}}
+{"op":"add","path":"/elements/in-flight","value":{"type":"Select","props":{"name":"newFlight","placeholder":"Select replacement flight"},"children":["rf-1","rf-2","rf-3"]}}
+{"op":"add","path":"/elements/rf-1","value":{"type":"SelectItem","props":{"value":"DL1402","label":"DL1402 ATL → BOS 16:30 (12 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rf-2","value":{"type":"SelectItem","props":{"value":"DL780","label":"DL780 ATL → DFW 17:05 (8 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rf-3","value":{"type":"SelectItem","props":{"value":"DL932","label":"DL932 ATL → SEA 18:20 (20 seats)"},"children":[]}}
+{"op":"add","path":"/elements/fc-class","value":{"type":"FormControl","props":{"label":"Cabin","input":"in-cabin"},"children":[]}}
+{"op":"add","path":"/elements/in-cabin","value":{"type":"RadioGroup","props":{"name":"cabin","defaultValue":"economy"},"children":["cab-1","cab-2"]}}
+{"op":"add","path":"/elements/cab-1","value":{"type":"RadioItem","props":{"label":"Economy","description":"Rebook in original cabin","value":"economy"},"children":[]}}
+{"op":"add","path":"/elements/cab-2","value":{"type":"RadioItem","props":{"label":"First (complimentary)","description":"Goodwill upgrade for disrupted pax","value":"first"},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["btn-rebook","btn-clear"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-rebook","value":{"type":"Button","props":{"label":"Rebook Passenger","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebooked","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-clear","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary"},"children":[]}}
+{"op":"add","path":"/state/rebooked","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..19675b47b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,138 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","glance-heading","metrics","weather-heading","weather-1","weather-2","flights-heading","flights-table","delayed-heading","del-list","gate-heading","gate-list","crew-heading","crew-list","conn-heading","conn-list","rebook-heading","rebook-form","rebook-log"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","hub-block"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Card","props":{"variant":"clear"},"children":["cardheader"]}}
+{"op":"add","path":"/elements/cardheader","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk","subtitle":{"$template":"Viewing ${/hub} · Tuesday · All times local (CT)"}},"children":[]}}
+{"op":"add","path":"/elements/hub-block","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"Label","props":{"text":"Hub"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","size":"small","value":{"$bindState":"/hub"},"items":["hub-dfw","hub-ord","hub-atl","hub-den","hub-jfk"]},"children":[]}}
+{"op":"add","path":"/state/hub","value":"DFW"}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Atlanta (ATL)"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver (DEN)"},"children":[]}}
+{"op":"add","path":"/elements/hub-jfk","value":{"type":"SelectItem","props":{"value":"JFK","label":"New York (JFK)"},"children":[]}}
+{"op":"add","path":"/elements/glance-heading","value":{"type":"Heading","props":{"text":"Today at a Glance","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["m-otp","m-cancel","m-load","m-turn"]}}
+{"op":"add","path":"/elements/m-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-otp-label","m-otp-value","m-otp-progress"]}}
+{"op":"add","path":"/elements/m-otp-label","value":{"type":"TextContent","props":{"text":"On-Time Performance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/otp}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/otp","value":82}
+{"op":"add","path":"/elements/m-otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/otp"},"label":"41 of 50 departures on time"},"children":[]}}
+{"op":"add","path":"/elements/m-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-cancel-label","m-cancel-value","m-cancel-sub"]}}
+{"op":"add","path":"/elements/m-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/cancellations}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/cancellations","value":7}
+{"op":"add","path":"/elements/m-cancel-sub","value":{"type":"TextContent","props":{"text":"3 weather · 4 crew/maintenance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-load-label","m-load-value","m-load-progress"]}}
+{"op":"add","path":"/elements/m-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgLoad","value":84}
+{"op":"add","path":"/elements/m-load-progress","value":{"type":"Progress","props":{"value":{"$state":"/avgLoad"},"label":"Across 42 departures"},"children":[]}}
+{"op":"add","path":"/elements/m-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-turn-label","m-turn-value","m-turn-sub"]}}
+{"op":"add","path":"/elements/m-turn-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-turn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgTurnaround","value":47}
+{"op":"add","path":"/elements/m-turn-sub","value":{"type":"TextContent","props":{"text":"Target: 45 min · 6 turns over","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"text":"Weather Advisories","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weather-1","value":{"type":"Callout","props":{"variant":"warning","title":"Thunderstorm Complex — DFW Metroplex","description":"Storms moving through 15:00–17:30 CT. Expect ground stops, ramp closures during lightning, and departure metering."},"children":[]}}
+{"op":"add","path":"/elements/weather-2","value":{"type":"Callout","props":{"variant":"info","title":"Flow Control — ORD Arrivals","description":"Ground delay program in effect at ORD: average arrival delay 40 min. EDCTs issued for 6 departures."},"children":[]}}
+{"op":"add","path":"/elements/flights-heading","value":{"type":"Heading","props":{"text":"Flight Status — Departures","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-flight","col-route","col-gate","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-flight","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/fFlight"}},"children":[]}}
+{"op":"add","path":"/state/fFlight","value":[]}
+{"op":"add","path":"/state/fFlight/0","value":"AA 100"}
+{"op":"add","path":"/state/fFlight/1","value":"AA 235"}
+{"op":"add","path":"/state/fFlight/2","value":"UA 882"}
+{"op":"add","path":"/state/fFlight/3","value":"DL 417"}
+{"op":"add","path":"/state/fFlight/4","value":"AA 771"}
+{"op":"add","path":"/state/fFlight/5","value":"WN 1902"}
+{"op":"add","path":"/state/fFlight/6","value":"AA 54"}
+{"op":"add","path":"/state/fFlight/7","value":"UA 1567"}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/fRoute"}},"children":[]}}
+{"op":"add","path":"/state/fRoute","value":[]}
+{"op":"add","path":"/state/fRoute/0","value":"DFW → JFK"}
+{"op":"add","path":"/state/fRoute/1","value":"DFW → LAX"}
+{"op":"add","path":"/state/fRoute/2","value":"DFW → ORD"}
+{"op":"add","path":"/state/fRoute/3","value":"DFW → ATL"}
+{"op":"add","path":"/state/fRoute/4","value":"DFW → MIA"}
+{"op":"add","path":"/state/fRoute/5","value":"DFW → DEN"}
+{"op":"add","path":"/state/fRoute/6","value":"DFW → LHR"}
+{"op":"add","path":"/state/fRoute/7","value":"DFW → SFO"}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/fGate"}},"children":[]}}
+{"op":"add","path":"/state/fGate","value":[]}
+{"op":"add","path":"/state/fGate/0","value":"A21"}
+{"op":"add","path":"/state/fGate/1","value":"C14"}
+{"op":"add","path":"/state/fGate/2","value":"E7"}
+{"op":"add","path":"/state/fGate/3","value":"B3"}
+{"op":"add","path":"/state/fGate/4","value":"D22"}
+{"op":"add","path":"/state/fGate/5","value":"E12"}
+{"op":"add","path":"/state/fGate/6","value":"D8"}
+{"op":"add","path":"/state/fGate/7","value":"E4"}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/fStatus"}},"children":[]}}
+{"op":"add","path":"/state/fStatus","value":[]}
+{"op":"add","path":"/state/fStatus/0","value":"On time"}
+{"op":"add","path":"/state/fStatus/1","value":"Boarding"}
+{"op":"add","path":"/state/fStatus/2","value":"Delayed 45m"}
+{"op":"add","path":"/state/fStatus/3","value":"On time"}
+{"op":"add","path":"/state/fStatus/4","value":"Cancelled"}
+{"op":"add","path":"/state/fStatus/5","value":"Delayed 30m"}
+{"op":"add","path":"/state/fStatus/6","value":"Departed"}
+{"op":"add","path":"/state/fStatus/7","value":"On time"}
+{"op":"add","path":"/elements/delayed-heading","value":{"type":"Heading","props":{"text":"Delayed Flights — Attention Required","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/del-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["del-alert"]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"UA 882","route":"DFW → ORD","delay":"45 min","newDep":"15:40","reason":"Inbound aircraft delayed by ORD ground delay program. 38 connecting passengers affected."}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"WN 1902","route":"DFW → DEN","delay":"30 min","newDep":"16:05","reason":"Holding for thunderstorm cell to clear the ramp area. Lightning advisory in effect."}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flight":"AA 920","route":"DFW → SEA","delay":"75 min","newDep":"18:20","reason":"Maintenance — replacement part en route. Crew duty time under review."}}
+{"op":"add","path":"/elements/del-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${flight} · ${route} — delayed ${delay}"},"description":{"$template":"New departure ${newDep}. ${reason}"}},"children":[]}}
+{"op":"add","path":"/elements/gate-heading","value":{"type":"Heading","props":{"text":"Recent Gate Changes","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/gate-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-row"]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"AA 235","from":"C12","to":"C14","time":"13:52"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"UA 1567","from":"E9","to":"E4","time":"14:10"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"DL 417","from":"B7","to":"B3","time":"14:31"}}
+{"op":"add","path":"/elements/gate-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["gate-text","gate-tag"]}}
+{"op":"add","path":"/elements/gate-text","value":{"type":"TextContent","props":{"text":{"$template":"**${flight}** — Gate ${from} → **${to}**"}},"children":[]}}
+{"op":"add","path":"/elements/gate-tag","value":{"type":"Tag","props":{"text":{"$template":"${time}"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/crew-heading","value":{"type":"Heading","props":{"text":"Crews Available for Reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crew-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"c1","name":"Capt. R. Alvarez","role":"Captain · A320","until":"18:00","initials":"RA"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"c2","name":"FO J. Chen","role":"First Officer · B737","until":"20:30","initials":"JC"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"c3","name":"FA Team 14","role":"4 Flight Attendants · narrow-body","until":"22:00","initials":"FA"}}
+{"op":"add","path":"/state/crews/3","value":{"id":"c4","name":"Capt. M. Okafor","role":"Captain · B777","until":"19:15","initials":"MO"}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["crew-left","crew-tag"]}}
+{"op":"add","path":"/elements/crew-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["crew-avatar","crew-text"]}}
+{"op":"add","path":"/elements/crew-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/crew-text","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${role} · available until ${until}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-tag","value":{"type":"Tag","props":{"text":"Available","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conn-heading","value":{"type":"Heading","props":{"text":"Connections at Risk of Being Missed","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-row"]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"p1","passenger":"Sarah Kim","inbound":"UA 881 ex-ORD (delayed 45m)","outbound":"AA 54 → LHR","minutes":25}}
+{"op":"add","path":"/state/connections/1","value":{"id":"p2","passenger":"David Osei","inbound":"WN 1901 ex-DEN (delayed 30m)","outbound":"AA 920 → SEA","minutes":40}}
+{"op":"add","path":"/state/connections/2","value":{"id":"p3","passenger":"Priya Nair","inbound":"UA 881 ex-ORD (delayed 45m)","outbound":"AA 235 → LAX","minutes":30}}
+{"op":"add","path":"/elements/conn-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["conn-text","conn-btn"]}}
+{"op":"add","path":"/elements/conn-text","value":{"type":"TextContent","props":{"text":{"$template":"**${passenger}** — ${inbound} → **${outbound}** · ${minutes} min to connect"}},"children":[]}}
+{"op":"add","path":"/elements/conn-btn","value":{"type":"Button","props":{"label":"Rebook","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebookings","value":{"id":"$id","passenger":{"$item":"passenger"},"flight":{"$item":"outbound"}}}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-heading","value":{"type":"Heading","props":{"text":"Rebook Affected Passengers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebook","buttons":"rebook-buttons","fields":["fc-name","fc-pnr","fc-flight"]},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Passenger name","input":"in-name"},"children":[]}}
+{"op":"add","path":"/elements/in-name","value":{"type":"Input","props":{"name":"passengerName","placeholder":"e.g., Sarah Kim","value":{"$bindState":"/rebookName"}},"children":[]}}
+{"op":"add","path":"/state/rebookName","value":""}
+{"op":"add","path":"/elements/fc-pnr","value":{"type":"FormControl","props":{"label":"Record locator (PNR)","input":"in-pnr","hint":"6-character booking code"},"children":[]}}
+{"op":"add","path":"/elements/in-pnr","value":{"type":"Input","props":{"name":"pnr","placeholder":"e.g., X7KQ2M","value":{"$bindState":"/rebookPnr"}},"children":[]}}
+{"op":"add","path":"/state/rebookPnr","value":""}
+{"op":"add","path":"/elements/fc-flight","value":{"type":"FormControl","props":{"label":"Rebook onto","input":"sel-flight"},"children":[]}}
+{"op":"add","path":"/elements/sel-flight","value":{"type":"Select","props":{"name":"newFlight","placeholder":"Select a flight","value":{"$bindState":"/rebookFlight"},"items":["rf-1","rf-2","rf-3","rf-4"]},"children":[]}}
+{"op":"add","path":"/state/rebookFlight","value":""}
+{"op":"add","path":"/elements/rf-1","value":{"type":"SelectItem","props":{"value":"AA 921 → SEA · dep 21:05","label":"AA 921 → SEA · dep 21:05"},"children":[]}}
+{"op":"add","path":"/elements/rf-2","value":{"type":"SelectItem","props":{"value":"AA 236 → LAX · dep 18:40","label":"AA 236 → LAX · dep 18:40"},"children":[]}}
+{"op":"add","path":"/elements/rf-3","value":{"type":"SelectItem","props":{"value":"UA 1569 → SFO · dep 19:20","label":"UA 1569 → SFO · dep 19:20"},"children":[]}}
+{"op":"add","path":"/elements/rf-4","value":{"type":"SelectItem","props":{"value":"AA 772 → MIA · dep 20:10","label":"AA 772 → MIA · dep 20:10"},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["btn-rebook"]},"children":[]}}
+{"op":"add","path":"/elements/btn-rebook","value":{"type":"Button","props":{"label":"Rebook Passenger","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebookings","value":{"id":"$id","passenger":{"$state":"/rebookName"},"pnr":{"$state":"/rebookPnr"},"flight":{"$state":"/rebookFlight"}},"clearStatePath":"/rebookName"}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-log","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/rebookings","key":"id"},"children":["rebook-item"]}}
+{"op":"add","path":"/state/rebookings","value":[]}
+{"op":"add","path":"/elements/rebook-item","value":{"type":"TextContent","props":{"text":{"$template":"✓ ${passenger} rebooked onto ${flight}"},"size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..21394e869
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,103 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","hub-picker","kpis","main-grid","delays-section","connections-section","crews-section","rebook-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk — ATL","subtitle":"Live operations overview · Updated 2 min ago"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"NORMAL OPERATIONS","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/hub-picker","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"Label","props":{"text":"View a different hub:"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","items":["hub-atl","hub-dfw","hub-ord","hub-den"],"value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Atlanta (ATL)"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver (DEN)"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-otp","kpi-load","kpi-turn","kpi-cancel"]}}
+{"op":"add","path":"/elements/kpi-otp","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-otp-title","kpi-otp-value","kpi-otp-bar"]}}
+{"op":"add","path":"/elements/kpi-otp-title","value":{"type":"TextContent","props":{"text":"**On-Time Performance Today**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/otp}% of departures on time"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/otp","value":82}
+{"op":"add","path":"/elements/kpi-otp-bar","value":{"type":"Progress","props":{"value":{"$state":"/otp"},"label":"Target: 88%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-load-title","kpi-load-value"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"**Avg Passenger Load Today**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgLoad}% load factor"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgLoad","value":86}
+{"op":"add","path":"/elements/kpi-turn","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-turn-title","kpi-turn-value"]}}
+{"op":"add","path":"/elements/kpi-turn-title","value":{"type":"TextContent","props":{"text":"**Avg Turnaround Time**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTurnaround} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgTurnaround","value":47}
+{"op":"add","path":"/elements/kpi-cancel","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-cancel-title","kpi-cancel-value"]}}
+{"op":"add","path":"/elements/kpi-cancel-title","value":{"type":"TextContent","props":{"text":"**Cancellations Today**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/cancellations} flights cancelled"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/cancellations","value":3}
+{"op":"add","path":"/elements/main-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["flights-card","side-col"]}}
+{"op":"add","path":"/elements/flights-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["flights-header","flights-list"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"title":"Departures","subtitle":"Flight number, route, gate and status"},"children":[]}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["flight-info","flight-status"]}}
+{"op":"add","path":"/elements/flight-info","value":{"type":"TextContent","props":{"text":{"$template":"**${number}** · ${route} · Gate ${gate}"}},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"On Time"},"$then":"success","$else":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"warning","$else":"danger"}}},"children":[]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"f1","number":"DL 1024","route":"ATL → JFK","gate":"B12","status":"On Time"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"f2","number":"DL 887","route":"ATL → LAX","gate":"A04","status":"Delayed"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"f3","number":"DL 2210","route":"ATL → MIA","gate":"C21","status":"Boarding"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"f4","number":"DL 509","route":"ATL → SEA","gate":"A17","status":"Delayed"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"f5","number":"DL 1455","route":"ATL → BOS","gate":"B08","status":"On Time"}}
+{"op":"add","path":"/state/flights/5","value":{"id":"f6","number":"DL 732","route":"ATL → DFW","gate":"C03","status":"Cancelled"}}
+{"op":"add","path":"/elements/side-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["gate-changes-card","weather-card"]}}
+{"op":"add","path":"/elements/gate-changes-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"CardHeader","props":{"title":"Recent Gate Changes"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"TextContent","props":{"text":{"$template":"**${flight}** — ${from} → ${to} · ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"DL 887","from":"A02","to":"A04","time":"13:42"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"DL 509","from":"A11","to":"A17","time":"13:18"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"DL 2210","from":"C14","to":"C21","time":"12:55"}}
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["weather-header","weather-list"]}}
+{"op":"add","path":"/elements/weather-header","value":{"type":"CardHeader","props":{"title":"Weather Advisories — ATL"},"children":[]}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-item"]}}
+{"op":"add","path":"/elements/weather-item","value":{"type":"Callout","props":{"variant":{"$item":"severity"},"title":{"$item":"title"},"description":{"$item":"detail"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","severity":"warning","title":"Thunderstorms 16:00–19:00","detail":"Expect ground stops and flow restrictions eastbound."}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","severity":"info","title":"Gusty crosswinds","detail":"RWY 26L in use; minor arrival spacing delays possible."}}
+{"op":"add","path":"/elements/delays-section","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["delays-header","delays-list"]}}
+{"op":"add","path":"/elements/delays-header","value":{"type":"CardHeader","props":{"title":"Delayed Flights — Attention Required"},"children":[]}}
+{"op":"add","path":"/elements/delays-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/delays","key":"id"},"children":["delay-item"]}}
+{"op":"add","path":"/elements/delay-item","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${flight} · ${route} · +${delayMin} min"},"description":{"$item":"reason"}},"children":[]}}
+{"op":"add","path":"/state/delays","value":[]}
+{"op":"add","path":"/state/delays/0","value":{"id":"d1","flight":"DL 887","route":"ATL → LAX","delayMin":45,"reason":"Late inbound aircraft from JFK."}}
+{"op":"add","path":"/state/delays/1","value":{"id":"d2","flight":"DL 509","route":"ATL → SEA","delayMin":70,"reason":"Maintenance inspection on APU; parts en route."}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["conn-header","conn-list"]}}
+{"op":"add","path":"/elements/conn-header","value":{"type":"CardHeader","props":{"title":"Connections at Risk","subtitle":"Passengers likely to miss onward flights"},"children":[]}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-item"]}}
+{"op":"add","path":"/elements/conn-item","value":{"type":"Alert","props":{"variant":"destructive","title":{"$template":"${paxCount} pax · ${inbound} → ${outbound}"},"description":{"$template":"Connection window ${window} min (min required 40). Outbound departs ${depTime}."}},"children":[]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"c1","paxCount":12,"inbound":"DL 887 (LAX inbound leg)","outbound":"DL 1432 → SFO","window":18,"depTime":"15:10"}}
+{"op":"add","path":"/state/connections/1","value":{"id":"c2","paxCount":5,"inbound":"DL 509 feeder","outbound":"DL 990 → PDX","window":25,"depTime":"15:35"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["crew-info","crew-tag"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${role} · ${fleet} · legal until ${legalUntil}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-tag","value":{"type":"Tag","props":{"text":"AVAILABLE","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"cr1","name":"Capt. R. Alvarez + 3","role":"Flight crew","fleet":"A320","legalUntil":"22:00"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"cr2","name":"FO J. Chen + 4 FA","role":"Cabin crew","fleet":"B737","legalUntil":"20:30"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"cr3","name":"Capt. M. Okafor + 2","role":"Flight crew","fleet":"B757","legalUntil":"19:15"}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["rebook-header","rebook-form"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"CardHeader","props":{"title":"Rebook Affected Passengers","subtitle":"Select a disrupted flight and action"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebookForm","buttons":"rebook-buttons","fields":["rebook-flight-field","rebook-action-field"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-field","value":{"type":"FormControl","props":{"label":"Affected flight","input":"rebook-flight-select","hint":"Passenger manifests load automatically"},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-select","value":{"type":"Select","props":{"name":"flight","items":["rb-f1","rb-f2","rb-f3"],"placeholder":"Choose flight…","value":{"$bindState":"/rebook/flight"}},"children":[]}}
+{"op":"add","path":"/state/rebook/flight","value":""}
+{"op":"add","path":"/elements/rb-f1","value":{"type":"SelectItem","props":{"value":"DL887","label":"DL 887 · ATL → LAX (Delayed 45m)"},"children":[]}}
+{"op":"add","path":"/elements/rb-f2","value":{"type":"SelectItem","props":{"value":"DL509","label":"DL 509 · ATL → SEA (Delayed 70m)"},"children":[]}}
+{"op":"add","path":"/elements/rb-f3","value":{"type":"SelectItem","props":{"value":"DL732","label":"DL 732 · ATL → DFW (Cancelled)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-action-field","value":{"type":"FormControl","props":{"label":"Rebooking action","input":"rebook-action-select"},"children":[]}}
+{"op":"add","path":"/elements/rebook-action-select","value":{"type":"Select","props":{"name":"action","items":["rb-a1","rb-a2","rb-a3"],"placeholder":"Choose action…","value":{"$bindState":"/rebook/action"}},"children":[]}}
+{"op":"add","path":"/state/rebook/action","value":""}
+{"op":"add","path":"/elements/rb-a1","value":{"type":"SelectItem","props":{"value":"next","label":"Rebook on next available flight"},"children":[]}}
+{"op":"add","path":"/elements/rb-a2","value":{"type":"SelectItem","props":{"value":"partner","label":"Rebook via partner airline"},"children":[]}}
+{"op":"add","path":"/elements/rb-a3","value":{"type":"SelectItem","props":{"value":"voucher","label":"Issue voucher + hotel"},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-submit","rebook-preview"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-submit","value":{"type":"Button","props":{"label":"Process Rebooking","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/rebook-preview","value":{"type":"Button","props":{"label":"Preview Manifest","variant":"secondary"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..67985c0ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","hub-select","metrics-row1","metrics-row2","alert-delayed","alert-weather","tabs-main"]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..67f2016a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,104 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..04f051e90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,127 @@
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+{"op":"add","path":"/elements/al-due","value":{"type":"SwitchItem","props":{"label":"Bill due reminder","description":"3 days before a bill is due","name":"alertBill","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/al-intl","value":{"type":"SwitchItem","props":{"label":"International charge","description":"Purchases outside the US","name":"alertIntl","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/dispute-alert","value":{"type":"Alert","props":{"title":"Dispute filed","description":{"$template":"We've opened a dispute for ${/disputedMerchant}. Our team will follow up within 2 business days."},"variant":"info"},"visible":{"$state":"/disputedMerchant"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..eda497ec3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,100 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","balances","actions-row","txn-section","charts-row","bills-section","goals-row","settings-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["greeting","score-badge"]}}
+{"op":"add","path":"/elements/greeting","value":{"type":"CardHeader","props":{"title":"Good morning, Alex","subtitle":"Here's your money at a glance"},"children":[]}}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Badge","props":{"text":{"$template":"Credit Score: ${/creditScore}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":742}
+{"op":"add","path":"/elements/balances","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["bal-checking-label","bal-checking-val"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-checking-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/balances/checking}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["bal-savings-label","bal-savings-val"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-savings-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/balances/savings}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["bal-credit-label","bal-credit-val","bal-credit-status"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card Balance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-credit-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/balances/credit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bal-credit-status","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/creditFrozen"},"$then":"Frozen","$else":"Active"},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/state/balances","value":{"checking":4285.17,"savings":12840.50,"credit":-1234.88}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["transfer-card","freeze-card","statement-card"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"gap":"s"},"children":["transfer-header","transfer-from","transfer-to","transfer-amount","transfer-btn","transfer-status"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move Money","subtitle":"Transfer between your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"Select","props":{"name":"from","placeholder":"From account","value":{"$bindState":"/transfer/from"},"items":["transfer-from-1","transfer-from-2","transfer-from-3"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ($4,285.17)"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings ($12,840.50)"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"Select","props":{"name":"to","placeholder":"To account","value":{"$bindState":"/transfer/to"},"items":["transfer-to-1","transfer-to-2","transfer-to-3"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card (payment)"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"Amount ($)","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/status","value":"Transfer submitted — it will complete within 1 business day."}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-status","value":{"type":"TextContent","props":{"text":{"$state":"/transfer/status"},"size":"small"},"visible":{"$state":"/transfer/status"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"","to":"","amount":"","status":""}}
+{"op":"add","path":"/elements/freeze-card","value":{"type":"Card","props":{"gap":"s"},"children":["freeze-header","freeze-switch"]}}
+{"op":"add","path":"/elements/freeze-header","value":{"type":"CardHeader","props":{"title":"Credit Line Controls","subtitle":"Instantly freeze or unfreeze your credit line"},"children":[]}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchGroup","props":{"name":"freeze","variant":"sunk","items":["freeze-item"]},"children":[]}}
+{"op":"add","path":"/elements/freeze-item","value":{"type":"SwitchItem","props":{"label":"Freeze credit line","description":"Blocks all new charges on your credit card","name":"freezeCredit","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/statement-card","value":{"type":"Card","props":{"gap":"s"},"children":["statement-header","statement-select","statement-note"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"CardHeader","props":{"title":"Statement Period","subtitle":"Choose which period to view"},"children":[]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/statementPeriod"},"items":["period-1","period-2","period-3","period-4"]},"children":[]}}
+{"op":"add","path":"/elements/period-1","value":{"type":"SelectItem","props":{"value":"2025-06","label":"June 2025 (current)"},"children":[]}}
+{"op":"add","path":"/elements/period-2","value":{"type":"SelectItem","props":{"value":"2025-05","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/period-3","value":{"type":"SelectItem","props":{"value":"2025-04","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/period-4","value":{"type":"SelectItem","props":{"value":"2025-03","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/statement-note","value":{"type":"TextContent","props":{"text":{"$template":"Viewing statement: ${/statementPeriod}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2025-06"}
+{"op":"add","path":"/elements/txn-section","value":{"type":"Card","props":{"gap":"s"},"children":["txn-header","txn-list"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"Tap Dispute on any charge you don't recognize"},"children":[]}}
+{"op":"add","path":"/elements/txn-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["txn-row"]}}
+{"op":"add","path":"/elements/txn-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["txn-info","txn-right"]}}
+{"op":"add","path":"/elements/txn-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["txn-merchant","txn-date"]}}
+{"op":"add","path":"/elements/txn-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txn-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txn-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["txn-amount","txn-dispute"]}}
+{"op":"add","path":"/elements/txn-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txn-dispute","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/disputes","value":{"id":"$id","merchant":{"$item":"merchant"},"amount":{"$item":"amount"}}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Jun 12, 2025","amount":"84.32"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas Station","date":"Jun 11, 2025","amount":"52.10"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","date":"Jun 10, 2025","amount":"15.49"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Delta Airlines","date":"Jun 9, 2025","amount":"312.00"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Starbucks","date":"Jun 8, 2025","amount":"6.75"}}
+{"op":"add","path":"/state/disputes","value":[]}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["spending-card","score-card"]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"gap":"s"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending This Month","subtitle":"Split by category"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/values"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/spending/categories","value":["Groceries","Dining","Transport","Travel","Subscriptions","Other"]}
+{"op":"add","path":"/state/spending/values","value":[620,340,210,480,95,155]}
+{"op":"add","path":"/elements/score-card","value":{"type":"Card","props":{"gap":"s"},"children":["score-header","score-value","score-progress","score-note"]}}
+{"op":"add","path":"/elements/score-header","value":{"type":"CardHeader","props":{"title":"Credit Score","subtitle":"Updated weekly from Experian"},"children":[]}}
+{"op":"add","path":"/elements/score-value","value":{"type":"TextContent","props":{"text":{"$template":"${/creditScore} — Very Good"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/score-progress","value":{"type":"Progress","props":{"value":74,"label":"742 / 850"},"children":[]}}
+{"op":"add","path":"/elements/score-note","value":{"type":"TextContent","props":{"text":"Up 6 points since last month. Keep utilization under 30% to keep improving.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","gap":"none"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${due}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"Tag","props":{"text":{"$template":"$${amount}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric Utility","due":"Jun 16","amount":"118.40"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Internet (Comcast)","due":"Jun 19","amount":"79.99"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Auto Insurance","due":"Jun 22","amount":"142.00"}}
+{"op":"add","path":"/state/bills/3","value":{"id":"b4","name":"Credit Card Minimum","due":"Jun 25","amount":"35.00"}}
+{"op":"add","path":"/elements/goals-row","value":{"type":"Card","props":{"gap":"s"},"children":["goal-header","goal-progress","goal-note"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"CardHeader","props":{"title":"Vacation Savings Goal","subtitle":"Hawaii trip — December 2025"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/goal/percent"},"label":{"$template":"$${/goal/saved} of $${/goal/target} saved"}},"children":[]}}
+{"op":"add","path":"/elements/goal-note","value":{"type":"TextContent","props":{"text":"You're on track! $250/month auto-transfer keeps you on schedule.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/goal","value":{"saved":3250,"target":5000,"percent":65}}
+{"op":"add","path":"/elements/settings-section","value":{"type":"Card","props":{"gap":"s"},"children":["alerts-header","alerts-group"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Alert Preferences","subtitle":"Choose what triggers a notification"},"children":[]}}
+{"op":"add","path":"/elements/alerts-group","value":{"type":"SwitchGroup","props":{"name":"alerts","variant":"sunk","items":["alert-1","alert-2","alert-3","alert-4"]},"children":[]}}
+{"op":"add","path":"/elements/alert-1","value":{"type":"SwitchItem","props":{"label":"Large purchases","description":"Any transaction over $200","name":"alertLarge","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-2","value":{"type":"SwitchItem","props":{"label":"Low balance","description":"Checking drops below $500","name":"alertLow","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-3","value":{"type":"SwitchItem","props":{"label":"Bill reminders","description":"3 days before a bill is due","name":"alertBills","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-4","value":{"type":"SwitchItem","props":{"label":"Credit score changes","description":"Notify when your score moves","name":"alertScore","defaultChecked":false},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..887d4714f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,103 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","balances-row","content-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","score-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Good morning, Alex","subtitle":"Here's your money at a glance — Tuesday, June 10"},"children":[]}}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Card","props":{"variant":"sunk","direction":"column","align":"center","gap":"xs"},"children":["score-label","score-value","score-tag"]}}
+{"op":"add","path":"/elements/score-label","value":{"type":"TextContent","props":{"text":"Credit Score","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/score-value","value":{"type":"TextContent","props":{"text":{"$template":"${/creditScore}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":742}
+{"op":"add","path":"/elements/score-tag","value":{"type":"Tag","props":{"text":"Excellent · +12 pts","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/balances-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["bal-checking-label","bal-checking-value"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking ····4821","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-checking-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/checking}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":{}}
+{"op":"add","path":"/state/accounts/checking","value":"4,820.55"}
+{"op":"add","path":"/state/accounts/savings","value":"12,340.00"}
+{"op":"add","path":"/state/accounts/credit","value":"-1,284.19"}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["bal-savings-label","bal-savings-value"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings ····9034","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-savings-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/savings}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["bal-credit-label","bal-credit-value","freeze-row"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card ····7710","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bal-credit-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/credit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/freeze-row","value":{"type":"SwitchGroup","props":{"name":"creditControls","variant":"clear","items":["freeze-switch"],"value":{"$bindState":"/creditControls"}},"children":[]}}
+{"op":"add","path":"/state/creditControls","value":[]}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchItem","props":{"label":"Freeze credit line","description":"Instantly block all new charges on this card","name":"freezeCredit"},"children":[]}}
+{"op":"add","path":"/elements/content-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["left-col","right-col"]}}
+{"op":"add","path":"/elements/left-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["txn-card","spending-card"]}}
+{"op":"add","path":"/elements/txn-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["txn-header","txn-list"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"Last 7 days across all accounts"},"children":[]}}
+{"op":"add","path":"/elements/txn-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/transactions","key":"id"},"children":["txn-row"]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","amount":"-$86.42","date":"Jun 9","category":"Groceries"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas Station","amount":"-$52.10","date":"Jun 8","category":"Transport"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","amount":"-$15.49","date":"Jun 7","category":"Entertainment"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Payroll — Acme Corp","amount":"+$2,450.00","date":"Jun 6","category":"Income"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Blue Bottle Coffee","amount":"-$6.75","date":"Jun 5","category":"Dining"}}
+{"op":"add","path":"/elements/txn-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["txn-info","txn-amount"]}}
+{"op":"add","path":"/elements/txn-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["txn-merchant","txn-meta"]}}
+{"op":"add","path":"/elements/txn-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txn-meta","value":{"type":"TextContent","props":{"text":{"$template":"${category} · ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txn-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending This Month","subtitle":"$1,842 total across categories"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":["Groceries","Dining","Transport","Entertainment","Utilities","Shopping"],"values":[520,310,240,180,392,200],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/right-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["bills-card","goal-card"]}}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric — City Power","amount":"$94.20","due":"Jun 12","urgent":true}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Internet — FastNet","amount":"$59.99","due":"Jun 15","urgent":false}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Credit Card Payment","amount":"$250.00","due":"Jun 20","urgent":false}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-info","bill-right"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"none"},"children":["bill-amount","bill-due"]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${due}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/goal-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["goal-header","goal-progress","goal-note"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"CardHeader","props":{"title":"Vacation Goal — Japan 2026","subtitle":"$3,150 saved of $5,000 target"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":63,"label":"63% funded — $1,850 to go"},"children":[]}}
+{"op":"add","path":"/elements/goal-note","value":{"type":"TextContent","props":{"text":"At your current pace of $250/month, you'll hit your goal by **February 2026**.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["transfer-card","settings-card","dispute-card"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transfer-header","transfer-from","transfer-to","transfer-amount","transfer-btn"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move Money","subtitle":"Transfer between your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"From account","items":["from-checking","from-savings"],"value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"","to":"","amount":""}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ····4821"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings ····9034"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"Select","props":{"name":"toAccount","placeholder":"To account","items":["to-checking","to-savings","to-credit"],"value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ····4821"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings ····9034"},"children":[]}}
+{"op":"add","path":"/elements/to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card ····7710 (payment)"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"Amount ($)","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/settings-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stmt-header","stmt-select","alerts-header","alerts-group"]}}
+{"op":"add","path":"/elements/stmt-header","value":{"type":"CardHeader","props":{"title":"Statement Period","subtitle":"Choose which period to view"},"children":[]}}
+{"op":"add","path":"/elements/stmt-select","value":{"type":"Select","props":{"name":"statementPeriod","items":["stmt-jun","stmt-may","stmt-apr","stmt-q1"],"value":{"$bindState":"/statementPeriod"}},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"jun-2025"}
+{"op":"add","path":"/elements/stmt-jun","value":{"type":"SelectItem","props":{"value":"jun-2025","label":"June 2025 (current)"},"children":[]}}
+{"op":"add","path":"/elements/stmt-may","value":{"type":"SelectItem","props":{"value":"may-2025","label":"May 2025"},"children":[]}}
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+{"op":"add","path":"/elements/stmt-q1","value":{"type":"SelectItem","props":{"value":"q1-2025","label":"Q1 2025 (Jan–Mar)"},"children":[]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Alert Triggers","subtitle":"Manage what notifies you"},"children":[]}}
+{"op":"add","path":"/elements/alerts-group","value":{"type":"SwitchGroup","props":{"name":"alerts","variant":"clear","items":["alert-large","alert-low","alert-bill","alert-score"],"value":{"$bindState":"/alerts"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":["largePurchase","billDue"]}
+{"op":"add","path":"/elements/alert-large","value":{"type":"SwitchItem","props":{"label":"Large purchases","description":"Any transaction over $200","name":"largePurchase","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low","value":{"type":"SwitchItem","props":{"label":"Low balance","description":"Checking drops below $500","name":"lowBalance"},"children":[]}}
+{"op":"add","path":"/elements/alert-bill","value":{"type":"SwitchItem","props":{"label":"Bill reminders","description":"3 days before a bill is due","name":"billDue","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-score","value":{"type":"SwitchItem","props":{"label":"Credit score changes","description":"Monthly score update alerts","name":"scoreChange"},"children":[]}}
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+{"op":"add","path":"/state/dispute","value":{"txn":"","reason":""}}
+{"op":"add","path":"/elements/dtxn-1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods — $86.42 (Jun 9)"},"children":[]}}
+{"op":"add","path":"/elements/dtxn-2","value":{"type":"SelectItem","props":{"value":"t2","label":"Shell Gas — $52.10 (Jun 8)"},"children":[]}}
+{"op":"add","path":"/elements/dtxn-3","value":{"type":"SelectItem","props":{"value":"t3","label":"Netflix — $15.49 (Jun 7)"},"children":[]}}
+{"op":"add","path":"/elements/dtxn-5","value":{"type":"SelectItem","props":{"value":"t5","label":"Blue Bottle — $6.75 (Jun 5)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason","value":{"type":"Select","props":{"name":"disputeReason","placeholder":"Reason","items":["dreason-1","dreason-2","dreason-3"],"value":{"$bindState":"/dispute/reason"}},"children":[]}}
+{"op":"add","path":"/elements/dreason-1","value":{"type":"SelectItem","props":{"value":"unrecognized","label":"I don't recognize this charge"},"children":[]}}
+{"op":"add","path":"/elements/dreason-2","value":{"type":"SelectItem","props":{"value":"duplicate","label":"I was charged twice"},"children":[]}}
+{"op":"add","path":"/elements/dreason-3","value":{"type":"SelectItem","props":{"value":"wrong-amount","label":"Incorrect amount charged"},"children":[]}}
+{"op":"add","path":"/elements/dispute-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Submit Dispute","title":"Confirm dispute","description":"We'll freeze this charge and open an investigation. You may be asked for supporting documents. Continue?","confirmLabel":"Submit dispute","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..5ff84b6d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,91 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter-row","stats-row","growth-card","mid-row","lists-row","form-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["h-title","h-sub"]}}
+{"op":"add","path":"/elements/h-title","value":{"type":"Heading","props":{"text":"Creator Studio — Cross-Platform Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/h-sub","value":{"type":"TextContent","props":{"text":"All your channels, one dashboard. Filter by platform to drill down.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/filter-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["f-label","f-all","f-yt","f-ig","f-tt"]}}
+{"op":"add","path":"/elements/f-label","value":{"type":"Label","props":{"text":"Platform:"},"children":[]}}
+{"op":"add","path":"/elements/f-all","value":{"type":"Button","props":{"label":"All","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/platformFilter","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/f-yt","value":{"type":"Button","props":{"label":"YouTube","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/platformFilter","value":"youtube"}}},"children":[]}}
+{"op":"add","path":"/elements/f-ig","value":{"type":"Button","props":{"label":"Instagram","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/platformFilter","value":"instagram"}}},"children":[]}}
+{"op":"add","path":"/elements/f-tt","value":{"type":"Button","props":{"label":"TikTok","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/platformFilter","value":"tiktok"}}},"children":[]}}
+{"op":"add","path":"/state/platformFilter","value":"all"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-followers-all","stat-followers-yt","stat-followers-ig","stat-followers-tt","stat-engage","stat-earnings","stat-comments","stat-collabs"]}}
+{"op":"add","path":"/elements/stat-followers-all","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"visible":{"$or":[{"$state":"/platformFilter","eq":"all"},{"$state":"/platformFilter","not":true}]},"children":["sf-all-1","sf-all-2","sf-all-3"]}}
+{"op":"add","path":"/elements/sf-all-1","value":{"type":"TextContent","props":{"text":"Total Followers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sf-all-2","value":{"type":"TextContent","props":{"text":"1.24M","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sf-all-3","value":{"type":"TextContent","props":{"text":"▲ +38.4K this month (+3.2%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-followers-yt","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"visible":{"$state":"/platformFilter","eq":"youtube"},"children":["sf-yt-1","sf-yt-2","sf-yt-3"]}}
+{"op":"add","path":"/elements/sf-yt-1","value":{"type":"TextContent","props":{"text":"YouTube Subscribers","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/sf-yt-3","value":{"type":"TextContent","props":{"text":"▲ +14.1K this month (+2.8%)","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/sf-ig-1","value":{"type":"TextContent","props":{"text":"Instagram Followers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sf-ig-2","value":{"type":"TextContent","props":{"text":"486K","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sf-ig-3","value":{"type":"TextContent","props":{"text":"▲ +17.9K this month (+3.8%)","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/sf-tt-1","value":{"type":"TextContent","props":{"text":"TikTok Followers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sf-tt-2","value":{"type":"TextContent","props":{"text":"242K","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sf-tt-3","value":{"type":"TextContent","props":{"text":"▲ +6.4K this month (+2.7%)","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/se-1","value":{"type":"TextContent","props":{"text":"Engagement Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/se-2","value":{"type":"TextContent","props":{"text":"5.7%","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/se-3","value":{"type":"TextContent","props":{"text":"▲ +0.4 pts vs last month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-earnings","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["searn-1","searn-2","searn-3"]}}
+{"op":"add","path":"/elements/searn-1","value":{"type":"TextContent","props":{"text":"Earnings This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/searn-2","value":{"type":"TextContent","props":{"text":"$8,940","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/searn-3","value":{"type":"TextContent","props":{"text":"Ads $5.2K · Sponsors $3.1K · Tips $640","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-comments","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["sc-1","sc-2","sc-3"]}}
+{"op":"add","path":"/elements/sc-1","value":{"type":"TextContent","props":{"text":"Comments Awaiting Reply","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/sc-3","value":{"type":"TextContent","props":{"text":"Oldest: 6h ago — try to reply within 24h","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/sco-1","value":{"type":"TextContent","props":{"text":"Pending Collab Requests","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sco-2","value":{"type":"TextContent","props":{"text":"3","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sco-3","value":{"type":"TextContent","props":{"text":"2 brands · 1 creator invite","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/growth-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["growth-header","growth-chart"]}}
+{"op":"add","path":"/elements/growth-header","value":{"type":"CardHeader","props":{"title":"Follower Growth — Past 4 Weeks","subtitle":"Combined across all platforms"},"children":[]}}
+{"op":"add","path":"/elements/growth-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["gs-1"],"xLabel":"Week","yLabel":"New followers (K)"},"children":[]}}
+{"op":"add","path":"/elements/gs-1","value":{"type":"Series","props":{"category":"New followers","values":[8.2,9.1,10.4,10.7]},"children":[]}}
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["audience-card","besthour-card"]}}
+{"op":"add","path":"/elements/audience-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["aud-header","aud-chart"]}}
+{"op":"add","path":"/elements/aud-header","value":{"type":"CardHeader","props":{"title":"Audience Split by Platform"},"children":[]}}
+{"op":"add","path":"/elements/aud-chart","value":{"type":"PieChart","props":{"labels":["YouTube","Instagram","TikTok"],"values":[512,486,242],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/besthour-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bh-callout","bh-note"]}}
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+{"op":"add","path":"/elements/lists-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bestposts-card","scheduled-card"]}}
+{"op":"add","path":"/elements/bestposts-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bp-header","bp-list"]}}
+{"op":"add","path":"/elements/bp-header","value":{"type":"CardHeader","props":{"title":"Best Posts This Month","subtitle":"Ranked by reach"},"children":[]}}
+{"op":"add","path":"/elements/bp-list","value":{"type":"ListBlock","props":{"items":["bp-item"],"variant":"number"},"repeat":{"statePath":"/bestPosts","key":"id"},"children":["bp-item"]}}
+{"op":"add","path":"/elements/bp-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${platform} · Reach: ${reach}"}},"children":[]}}
+{"op":"add","path":"/state/bestPosts","value":[]}
+{"op":"add","path":"/state/bestPosts/0","value":{"id":"bp1","title":"I Tried 30 Days of Cold Showers","platform":"YouTube","reach":"1.8M"}}
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+{"op":"add","path":"/elements/sch-header","value":{"type":"CardHeader","props":{"title":"Scheduled This Week"},"children":[]}}
+{"op":"add","path":"/elements/sch-list","value":{"type":"ListBlock","props":{"items":["sch-item"]},"repeat":{"statePath":"/scheduled","key":"id"},"children":["sch-item"]}}
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+{"op":"add","path":"/state/scheduled/0","value":{"id":"s1","title":"Q&A: Your Questions Answered","platform":"YouTube","time":"Tue 6:00 PM"}}
+{"op":"add","path":"/state/scheduled/1","value":{"id":"s2","title":"Behind the Scenes Carousel","platform":"Instagram","time":"Wed 12:00 PM"}}
+{"op":"add","path":"/state/scheduled/2","value":{"id":"s3","title":"Trend Remix Challenge","platform":"TikTok","time":"Fri 6:30 PM"}}
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+{"op":"add","path":"/elements/form-header","value":{"type":"CardHeader","props":{"title":"Schedule a New Post","subtitle":"Pick a caption, platform, and time"},"children":[]}}
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+{"op":"add","path":"/state/newCaption","value":""}
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+{"op":"add","path":"/elements/in-platform","value":{"type":"Select","props":{"name":"platform","items":["si-yt","si-ig","si-tt"],"placeholder":"Choose platform","value":{"$bindState":"/newPlatform"}},"children":[]}}
+{"op":"add","path":"/elements/si-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"},"children":[]}}
+{"op":"add","path":"/elements/si-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"},"children":[]}}
+{"op":"add","path":"/elements/si-tt","value":{"type":"SelectItem","props":{"value":"TikTok","label":"TikTok"},"children":[]}}
+{"op":"add","path":"/state/newPlatform","value":"YouTube"}
+{"op":"add","path":"/elements/fc-time","value":{"type":"FormControl","props":{"label":"Publish time","input":"in-time","hint":"e.g. Thu 6:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/in-time","value":{"type":"Input","props":{"name":"time","placeholder":"Thu 6:00 PM","value":{"$bindState":"/newTime"}},"children":[]}}
+{"op":"add","path":"/state/newTime","value":""}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-schedule"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-schedule","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduled","value":{"id":"$id","title":{"$state":"/newCaption"},"platform":{"$state":"/newPlatform"},"time":{"$state":"/newTime"}},"clearStatePath":"/newCaption"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r2.txt
new file mode 100644
index 000000000..49604258e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r2.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"**Platform:**"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["fb-all","fb-yt","fb-ig","fb-tt"]},"children":[]}}
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+{"op":"add","path":"/elements/fb-ig","value":{"type":"Button","props":{"label":"Instagram","variant":{"$cond":{"$state":"/platformFilter","eq":"instagram"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/platformFilter","value":"instagram"}}},"children":[]}}
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+{"op":"add","path":"/elements/filter-status","value":{"type":"Tag","props":{"text":{"$template":"Viewing: ${/platformFilter}"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/platformFilter","value":"all"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stat-followers","stat-engagement","stat-besthour","stat-earnings"]}}
+{"op":"add","path":"/elements/stat-followers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["sf-title","sf-value","sf-growth"]}}
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new file mode 100644
index 000000000..1011bf883
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..bbac359c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,87 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..0aa9730c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,101 @@
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+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-beds","metric-er","metric-admissions","metric-critical"]}}
+{"op":"add","path":"/elements/metric-beds","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["beds-value","beds-bar"]}}
+{"op":"add","path":"/elements/beds-value","value":{"type":"TextContent","props":{"text":{"$template":"**Bed Occupancy:** ${/beds/occupied}/${/beds/total} beds (${/beds/pct}%)"},"children":[]}}
+{"op":"add","path":"/state/beds","value":{"occupied":284,"total":350,"pct":81}}
+{"op":"add","path":"/elements/beds-bar","value":{"type":"Progress","props":{"value":{"$state":"/beds/pct"},"label":"Occupancy"},"children":[]}}
+{"op":"add","path":"/elements/metric-er","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["er-value","er-note"]}}
+{"op":"add","path":"/elements/er-value","value":{"type":"TextContent","props":{"text":{"$template":"**Current ER Wait:** ${/er/waitMinutes} min"},"children":[]}}
+{"op":"add","path":"/state/er","value":{"waitMinutes":42,"inQueue":17}}
+{"op":"add","path":"/elements/er-note","value":{"type":"Badge","props":{"text":{"$template":"${/er/inQueue} patients in queue"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-admissions","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["adm-value"]}}
+{"op":"add","path":"/elements/adm-value","value":{"type":"TextContent","props":{"text":{"$template":"**Admissions Today:** ${/admissionsToday} (2-week trend below)"},"children":[]}}
+{"op":"add","path":"/state/admissionsToday","value":38}
+{"op":"add","path":"/elements/metric-critical","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["crit-value"]}}
+{"op":"add","path":"/elements/crit-value","value":{"type":"TextContent","props":{"text":{"$template":"**Critical Patients:** ${/critCount}"},"children":[]}}
+{"op":"add","path":"/state/critCount","value":6}
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["adm-chart-card","dept-chart-card"]}}
+{"op":"add","path":"/elements/adm-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["adm-chart-title","adm-chart"]}}
+{"op":"add","path":"/elements/adm-chart-title","value":{"type":"TextContent","props":{"text":"**Admissions — Past 14 Days**"},"children":[]}}
+{"op":"add","path":"/elements/adm-chart","value":{"type":"LineChart","props":{"labels":["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","Yesterday","Today"],"series":["adm-series"],"yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/adm-series","value":{"type":"Series","props":{"category":"Admissions","values":[32,29,41,36,38,27,24,33,39,44,31,35,40,38]},"children":[]}}
+{"op":"add","path":"/elements/dept-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dept-chart-title","dept-chart"]}}
+{"op":"add","path":"/elements/dept-chart-title","value":{"type":"TextContent","props":{"text":"**Patients per Department**"},"children":[]}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"PieChart","props":{"labels":["Emergency","ICU","Cardiology","Orthopedics","Oncology","Pediatrics"],"values":[46,28,52,37,29,41],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/tabs-section","value":{"type":"Tabs","props":{"items":["tab-critical","tab-discharge","tab-or","tab-staff","tab-supplies"]},"children":[]}}
+{"op":"add","path":"/elements/tab-critical","value":{"type":"TabItem","props":{"value":"critical","trigger":"Critical Patients","content":["critical-list"]},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-item"]}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"variant":"destructive","title":{"$template":"${name} — ${unit} Bed ${bed}"},"description":{"$template":"${condition} | Attending: ${physician}"}},"children":[]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"c1","name":"J. Alvarez","unit":"ICU","bed":"4","condition":"Septic shock, on vasopressors","physician":"Dr. Nguyen"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"c2","name":"M. Okafor","unit":"ICU","bed":"7","condition":"Post-MI, unstable arrhythmia","physician":"Dr. Patel"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"c3","name":"S. Lindqvist","unit":"CCU","bed":"2","condition":"Acute respiratory failure, ventilated","physician":"Dr. Reyes"}}
+{"op":"add","path":"/state/criticalPatients/3","value":{"id":"c4","name":"T. Brennan","unit":"ICU","bed":"11","condition":"Multi-trauma, post-op monitoring","physician":"Dr. Kim"}}
+{"op":"add","path":"/elements/tab-discharge","value":{"type":"TabItem","props":{"value":"discharge","trigger":"Ready for Discharge","content":["discharge-list"]},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/dischargeReady","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"Alert","props":{"variant":"success","title":{"$template":"${name} — ${ward} Bed ${bed}"},"description":{"$template":"Cleared by ${physician}. Waiting on: ${pending}"}},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":[]}
+{"op":"add","path":"/state/dischargeReady/0","value":{"id":"d1","name":"R. Whitfield","ward":"Cardiology","bed":"12","physician":"Dr. Patel","pending":"Pharmacy meds-to-go"}}
+{"op":"add","path":"/state/dischargeReady/1","value":{"id":"d2","name":"A. Costa","ward":"Orthopedics","bed":"8","physician":"Dr. Kim","pending":"Transport confirmation"}}
+{"op":"add","path":"/state/dischargeReady/2","value":{"id":"d3","name":"L. Hargrove","ward":"Pediatrics","bed":"3","physician":"Dr. Chen","pending":"Discharge paperwork"}}
+{"op":"add","path":"/state/dischargeReady/3","value":{"id":"d4","name":"P. Novak","ward":"Oncology","bed":"15","physician":"Dr. Reyes","pending":"Home-care coordination"}}
+{"op":"add","path":"/elements/tab-or","value":{"type":"TabItem","props":{"value":"or","trigger":"OR Bookings Today","content":["or-table"]},"children":[]}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["or-col-time","or-col-room","or-col-proc","or-col-surgeon","or-col-status"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-time","value":{"type":"Col","props":{"label":"Time","data":["07:30","09:00","11:15","13:00","15:30"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-room","value":{"type":"Col","props":{"label":"Room","data":["OR-1","OR-3","OR-2","OR-1","OR-4"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-proc","value":{"type":"Col","props":{"label":"Procedure","data":["Coronary bypass","Total knee replacement","Laparoscopic cholecystectomy","Spinal fusion L4-L5","Emergency appendectomy"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-surgeon","value":{"type":"Col","props":{"label":"Surgeon","data":["Dr. Patel","Dr. Kim","Dr. Reyes","Dr. Morales","Dr. Chen"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-status","value":{"type":"Col","props":{"label":"Status","data":["Completed","In progress","In progress","Scheduled","Scheduled"]},"children":[]}}
+{"op":"add","path":"/elements/tab-staff","value":{"type":"TabItem","props":{"value":"staff","trigger":"Staff on Shift","content":["staff-table"]},"children":[]}}
+{"op":"add","path":"/elements/staff-table","value":{"type":"Table","props":{"columns":["st-col-name","st-col-role","st-col-dept","st-col-shift"]},"children":[]}}
+{"op":"add","path":"/elements/st-col-name","value":{"type":"Col","props":{"label":"Name","data":["Dr. A. Nguyen","Dr. R. Patel","Dr. S. Reyes","Dr. L. Chen","J. Torres, RN","K. Mbatha, RN","D. Fischer, RN","O. Grant, PA","H. Iwasaki, PharmD","B. Adeyemi, RT"]},"children":[]}}
+{"op":"add","path":"/elements/st-col-role","value":{"type":"Col","props":{"label":"Role","data":["Intensivist","Cardiologist","Surgeon","Surgeon","ICU Nurse","ER Nurse","Ward Nurse","Physician Assistant","Pharmacist","Respiratory Therapist"]},"children":[]}}
+{"op":"add","path":"/elements/st-col-dept","value":{"type":"Col","props":{"label":"Department","data":["ICU","Cardiology","Surgery","Pediatrics","ICU","Emergency","Oncology","Emergency","Pharmacy","ICU"]},"children":[]}}
+{"op":"add","path":"/elements/st-col-shift","value":{"type":"Col","props":{"label":"Shift","data":["07:00–19:00","08:00–20:00","07:00–19:00","07:00–19:00","07:00–19:00","07:00–19:00","07:00–19:00","12:00–00:00","09:00–17:00","07:00–19:00"]},"children":[]}}
+{"op":"add","path":"/elements/tab-supplies","value":{"type":"TabItem","props":{"value":"supplies","trigger":"Low Supplies","content":["supplies-list"]},"children":[]}}
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+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"s1","item":"N95 respirators","stock":120,"par":500,"location":"Central Stores","eta":"2 days"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"s2","item":"IV saline 1L bags","stock":45,"par":200,"location":"ER supply room","eta":"Tomorrow"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"s3","item":"Surgical gloves (M)","stock":300,"par":1000,"location":"OR core","eta":"3 days"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"s4","item":"Epinephrine 1mg vials","stock":18,"par":60,"location":"Pharmacy","eta":"Urgent — today"}}
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["date-look","incident-dialog","transfer-dialog"]}}
+{"op":"add","path":"/elements/date-look","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["date-title","date-picker"]}}
+{"op":"add","path":"/elements/date-title","value":{"type":"TextContent","props":{"text":"**View Another Day**"},"children":[]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/viewDate"}},"children":[]}}
+{"op":"add","path":"/state/viewDate","value":[]}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an Incident","title":"Incident Report","description":"Describe the incident. It will be routed to the safety officer.","content":["inc-form"],"triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/inc-form","value":{"type":"Form","props":{"name":"incidentForm","buttons":"inc-buttons","fields":["inc-f1","inc-f2","inc-f3"]},"children":[]}}
+{"op":"add","path":"/elements/inc-f1","value":{"type":"FormControl","props":{"label":"Incident Type","input":"inc-type"},"children":[]}}
+{"op":"add","path":"/elements/inc-type","value":{"type":"Select","props":{"name":"incidentType","items":["inc-opt-1","inc-opt-2","inc-opt-3","inc-opt-4"],"placeholder":"Select type"},"children":[]}}
+{"op":"add","path":"/elements/inc-opt-1","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication error"},"children":[]}}
+{"op":"add","path":"/elements/inc-opt-2","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient fall"},"children":[]}}
+{"op":"add","path":"/elements/inc-opt-3","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment failure"},"children":[]}}
+{"op":"add","path":"/elements/inc-opt-4","value":{"type":"SelectItem","props":{"value":"other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/inc-f2","value":{"type":"FormControl","props":{"label":"Location","input":"inc-loc"},"children":[]}}
+{"op":"add","path":"/elements/inc-loc","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"e.g. ICU Bed 4"},"children":[]}}
+{"op":"add","path":"/elements/inc-f3","value":{"type":"FormControl","props":{"label":"Description","input":"inc-desc"},"children":[]}}
+{"op":"add","path":"/elements/inc-desc","value":{"type":"TextArea","props":{"name":"incidentDesc","placeholder":"What happened, who was involved, immediate actions taken...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/inc-buttons","value":{"type":"Buttons","props":{"buttons":["inc-submit"]},"children":[]}}
+{"op":"add","path":"/elements/inc-submit","value":{"type":"Button","props":{"label":"Submit Incident Report","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/incidents","value":{"id":"$id","type":{"$state":"/incidentType"},"location":{"$state":"/incidentLocation"},"description":{"$state":"/incidentDesc"}}}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/elements/transfer-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Patient Transfer","title":"Patient Transfer Request","description":"Submit an inter-unit or inter-facility transfer request.","content":["tr-form"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/tr-form","value":{"type":"Form","props":{"name":"transferForm","buttons":"tr-buttons","fields":["tr-f1","tr-f2","tr-f3","tr-f4"]},"children":[]}}
+{"op":"add","path":"/elements/tr-f1","value":{"type":"FormControl","props":{"label":"Patient Name / MRN","input":"tr-patient"},"children":[]}}
+{"op":"add","path":"/elements/tr-patient","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g. J. Alvarez / MRN-88412"},"children":[]}}
+{"op":"add","path":"/elements/tr-f2","value":{"type":"FormControl","props":{"label":"From Unit","input":"tr-from"},"children":[]}}
+{"op":"add","path":"/elements/tr-from","value":{"type":"Input","props":{"name":"transferFrom","placeholder":"e.g. ER Bay 6"},"children":[]}}
+{"op":"add","path":"/elements/tr-f3","value":{"type":"FormControl","props":{"label":"To Unit","input":"tr-to"},"children":[]}}
+{"op":"add","path":"/elements/tr-to","value":{"type":"Select","props":{"name":"transferTo","items":["tr-opt-1","tr-opt-2","tr-opt-3","tr-opt-4"],"placeholder":"Destination unit"},"children":[]}}
+{"op":"add","path":"/elements/tr-opt-1","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/tr-opt-2","value":{"type":"SelectItem","props":{"value":"stepdown","label":"Step-down"},"children":[]}}
+{"op":"add","path":"/elements/tr-opt-3","value":{"type":"SelectItem","props":{"value":"ward","label":"General ward"},"children":[]}}
+{"op":"add","path":"/elements/tr-opt-4","value":{"type":"SelectItem","props":{"value":"external","label":"External facility"},"children":[]}}
+{"op":"add","path":"/elements/tr-f4","value":{"type":"FormControl","props":{"label":"Clinical Reason","input":"tr-reason"},"children":[]}}
+{"op":"add","path":"/elements/tr-reason","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Reason for transfer, acuity, equipment needs...","rows":3},"children":[]}}
+{"op":"add","path":"/elements/tr-buttons","value":{"type":"Buttons","props":{"buttons":["tr-submit"]},"children":[]}}
+{"op":"add","path":"/elements/tr-submit","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patient":{"$state":"/transferPatient"},"from":{"$state":"/transferFrom"},"to":{"$state":"/transferTo"},"reason":{"$state":"/transferReason"}}}}},"children":[]}}
+{"op":"add","path":"/state/transfers","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..ba88bfea5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,168 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-wrap","transfer-success","metrics-row","charts-row","people-row","crdis-row","incident-card"]}}
+{"op":"add","path":"/elements/header-wrap","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","wrap":true,"gap":"m"},"children":["page-header","header-actions"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command","subtitle":"Live floor view — General Hospital"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"end"},"children":["day-picker-control","transfer-dialog"]}}
+{"op":"add","path":"/elements/day-picker-control","value":{"type":"FormControl","props":{"label":"View day","input":"day-picker","hint":"Pick any date to review"},"children":[]}}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/viewDate"}},"children":[]}}
+{"op":"add","path":"/state/viewDate","value":["2025-11-16"]}
+{"op":"add","path":"/elements/transfer-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Patient Transfer","title":"Patient Transfer Request","description":"Route a patient to another unit. The receiving unit is notified immediately.","content":["transfer-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferRequest","buttons":"transfer-buttons","fields":["tf-patient","tf-from","tf-to","tf-reason"]},"children":[]}}
+{"op":"add","path":"/elements/tf-patient","value":{"type":"FormControl","props":{"label":"Patient ID","input":"tf-patient-input","hint":"e.g. P-1042"},"children":[]}}
+{"op":"add","path":"/elements/tf-patient-input","value":{"type":"Input","props":{"name":"patientId","placeholder":"Patient ID","value":{"$bindState":"/transferForm/patientId"}},"children":[]}}
+{"op":"add","path":"/elements/tf-from","value":{"type":"FormControl","props":{"label":"From unit","input":"tf-from-select"},"children":[]}}
+{"op":"add","path":"/elements/tf-from-select","value":{"type":"Select","props":{"name":"fromUnit","placeholder":"Pick unit","items":["unit-icu","unit-er","unit-surgery"],"value":{"$bindState":"/transferForm/fromUnit"}},"children":[]}}
+{"op":"add","path":"/elements/unit-icu","value":{"type":"SelectItem","props":{"value":"ICU","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/unit-er","value":{"type":"SelectItem","props":{"value":"Emergency","label":"Emergency"},"children":[]}}
+{"op":"add","path":"/elements/unit-surgery","value":{"type":"SelectItem","props":{"value":"Surgery","label":"Surgery"},"children":[]}}
+{"op":"add","path":"/elements/tf-to","value":{"type":"FormControl","props":{"label":"To unit","input":"tf-to-select"},"children":[]}}
+{"op":"add","path":"/elements/tf-to-select","value":{"type":"Select","props":{"name":"toUnit","placeholder":"Pick destination","items":["unit-icu","unit-er","unit-surgery"],"value":{"$bindState":"/transferForm/toUnit"}},"children":[]}}
+{"op":"add","path":"/elements/tf-reason","value":{"type":"FormControl","props":{"label":"Reason for transfer","input":"tf-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/tf-reason-input","value":{"type":"TextArea","props":{"name":"reason","placeholder":"Clinical reason…","rows":3,"value":{"$bindState":"/transferForm/reason"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transferRequests","value":{"id":"$id","patientId":{"$state":"/transferForm/patientId"},"from":{"$state":"/transferForm/fromUnit"},"to":{"$state":"/transferForm/toUnit"},"reason":{"$state":"/transferForm/reason"}},"clearStatePath":"/transferForm/patientId"}}},"children":[]}}
+{"op":"add","path":"/state/transferForm","value":{"patientId":"","fromUnit":"","toUnit":"","reason":""}}
+{"op":"add","path":"/state/transferRequests","value":[]}
+{"op":"add","path":"/elements/transfer-success","value":{"type":"Callout","props":{"variant":"success","title":"Transfer requested","description":"The receiving unit has been notified and bed placement is booked."},"visible":{"$state":"/transferRequests/0"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["occ-card","er-card"]}}
+{"op":"add","path":"/elements/occ-card","value":{"type":"Card","props":{"gap":"s"},"children":["occ-header","occ-pie","occ-progress","occ-note"]}}
+{"op":"add","path":"/elements/occ-header","value":{"type":"CardHeader","props":{"title":"Bed Occupancy","subtitle":"All units · 235 beds"},"children":[]}}
+{"op":"add","path":"/elements/occ-pie","value":{"type":"PieChart","props":{"labels":["Occupied","Available"],"values":[187,48],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/occ-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancyPct"},"label":"Occupancy"},"children":[]}}
+{"op":"add","path":"/state/bedOccupancyPct","value":80}
+{"op":"add","path":"/elements/occ-note","value":{"type":"TextContent","props":{"text":"187 occupied · 48 available across 6 units","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"gap":"s"},"children":["er-header","er-wait","er-tag","er-note"]}}
+{"op":"add","path":"/elements/er-header","value":{"type":"CardHeader","props":{"title":"Current ER Wait"},"children":[]}}
+{"op":"add","path":"/elements/er-wait","value":{"type":"Heading","props":{"text":{"$template":"${/erWait} min"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/erWait","value":47}
+{"op":"add","path":"/elements/er-tag","value":{"type":"Tag","props":{"text":"Above 30-min target","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/er-note","value":{"type":"TextContent","props":{"text":"Median time from arrival to first assessment in the Emergency Department.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["adm-card","dept-card"]}}
+{"op":"add","path":"/elements/adm-card","value":{"type":"Card","props":{"gap":"s"},"children":["adm-header","adm-chart"]}}
+{"op":"add","path":"/elements/adm-header","value":{"type":"CardHeader","props":{"title":"Admissions — Past 14 Days","subtitle":"Daily admissions count"},"children":[]}}
+{"op":"add","path":"/elements/adm-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/admissions/dates"},"series":["adm-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/adm-series","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissions/counts"}},"children":[]}}
+{"op":"add","path":"/state/admissions/dates","value":[]}
+{"op":"add","path":"/state/admissions/dates/0","value":"Nov 3"}
+{"op":"add","path":"/state/admissions/dates/1","value":"Nov 4"}
+{"op":"add","path":"/state/admissions/dates/2","value":"Nov 5"}
+{"op":"add","path":"/state/admissions/dates/3","value":"Nov 6"}
+{"op":"add","path":"/state/admissions/dates/4","value":"Nov 7"}
+{"op":"add","path":"/state/admissions/dates/5","value":"Nov 8"}
+{"op":"add","path":"/state/admissions/dates/6","value":"Nov 9"}
+{"op":"add","path":"/state/admissions/dates/7","value":"Nov 10"}
+{"op":"add","path":"/state/admissions/dates/8","value":"Nov 11"}
+{"op":"add","path":"/state/admissions/dates/9","value":"Nov 12"}
+{"op":"add","path":"/state/admissions/dates/10","value":"Nov 13"}
+{"op":"add","path":"/state/admissions/dates/11","value":"Nov 14"}
+{"op":"add","path":"/state/admissions/dates/12","value":"Nov 15"}
+{"op":"add","path":"/state/admissions/dates/13","value":"Nov 16"}
+{"op":"add","path":"/state/admissions/counts","value":[]}
+{"op":"add","path":"/state/admissions/counts/0","value":12}
+{"op":"add","path":"/state/admissions/counts/1","value":18}
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+{"op":"add","path":"/elements/inc-desc","value":{"type":"FormControl","props":{"label":"What happened","input":"incident-desc-area"},"children":[]}}
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+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit"],"direction":"row"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..beda93961
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,128 @@
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+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["or-time","or-room","or-proc","or-surgeon","or-status"]},"children":[]}}
+{"op":"add","path":"/elements/or-time","value":{"type":"Col","props":{"label":"Time","data":{"$state":"/orBookings/time"}},"children":[]}}
+{"op":"add","path":"/elements/or-room","value":{"type":"Col","props":{"label":"Room","data":{"$state":"/orBookings/room"}},"children":[]}}
+{"op":"add","path":"/elements/or-proc","value":{"type":"Col","props":{"label":"Procedure","data":{"$state":"/orBookings/procedure"}},"children":[]}}
+{"op":"add","path":"/elements/or-surgeon","value":{"type":"Col","props":{"label":"Surgeon","data":{"$state":"/orBookings/surgeon"}},"children":[]}}
+{"op":"add","path":"/elements/or-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/orBookings/status"}},"children":[]}}
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+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["inc-h","inc-form"]}}
+{"op":"add","path":"/elements/inc-h","value":{"type":"TextContent","props":{"text":"File an Incident Report","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/inc-form","value":{"type":"Form","props":{"name":"incidentForm","buttons":"inc-buttons","fields":["inc-loc-f","inc-type-f","inc-desc-f"]},"children":[]}}
+{"op":"add","path":"/elements/inc-loc-f","value":{"type":"FormControl","props":{"label":"Location","input":"inc-loc"},"children":[]}}
+{"op":"add","path":"/elements/inc-loc","value":{"type":"Input","props":{"name":"incLocation","placeholder":"e.g., ER Bay 12","value":{"$bindState":"/incident/location"},"rules":[{"required":"Location is required"}]},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"location":"","type":"","description":""}}
+{"op":"add","path":"/elements/inc-type-f","value":{"type":"FormControl","props":{"label":"Incident Type","input":"inc-type"},"children":[]}}
+{"op":"add","path":"/elements/inc-type","value":{"type":"Select","props":{"name":"incType","placeholder":"Select type…","items":["inc-t1","inc-t2","inc-t3","inc-t4"],"value":{"$bindState":"/incident/type"},"rules":[{"required":"Type is required"}]},"children":[]}}
+{"op":"add","path":"/elements/inc-t1","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient Safety"},"children":[]}}
+{"op":"add","path":"/elements/inc-t2","value":{"type":"SelectItem","props":{"value":"medication-error","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/inc-t3","value":{"type":"SelectItem","props":{"value":"equipment-failure","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/inc-t4","value":{"type":"SelectItem","props":{"value":"facility-hazard","label":"Facility Hazard"},"children":[]}}
+{"op":"add","path":"/elements/inc-desc-f","value":{"type":"FormControl","props":{"label":"Description","input":"inc-desc","hint":"Include time, people involved, and immediate actions taken."},"children":[]}}
+{"op":"add","path":"/elements/inc-desc","value":{"type":"TextArea","props":{"name":"incDesc","placeholder":"Describe the incident…","rows":4,"value":{"$bindState":"/incident/description"},"rules":[{"required":"Description is required"}]},"children":[]}}
+{"op":"add","path":"/elements/inc-buttons","value":{"type":"Buttons","props":{"buttons":["inc-submit"]},"children":[]}}
+{"op":"add","path":"/elements/inc-submit","value":{"type":"Button","props":{"label":"Submit Incident","variant":"primary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/incidentValidation"}}},"children":[]}}
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+{"op":"add","path":"/elements/tr-patient-f","value":{"type":"FormControl","props":{"label":"Patient ID / Name","input":"tr-patient"},"children":[]}}
+{"op":"add","path":"/elements/tr-patient","value":{"type":"Input","props":{"name":"trPatient","placeholder":"e.g., P-10432 / M. Alvarez","value":{"$bindState":"/transfer/patient"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patient":"","from":"","to":"","reason":"","submitted":false}}
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+{"op":"add","path":"/elements/tr-u2","value":{"type":"SelectItem","props":{"value":"er","label":"Emergency"},"children":[]}}
+{"op":"add","path":"/elements/tr-u3","value":{"type":"SelectItem","props":{"value":"medsurg","label":"Med-Surg"},"children":[]}}
+{"op":"add","path":"/elements/tr-u4","value":{"type":"SelectItem","props":{"value":"cardiology","label":"Cardiology"},"children":[]}}
+{"op":"add","path":"/elements/tr-u5","value":{"type":"SelectItem","props":{"value":"pediatrics","label":"Pediatrics"},"children":[]}}
+{"op":"add","path":"/elements/tr-to-f","value":{"type":"FormControl","props":{"label":"To Unit","input":"tr-to"},"children":[]}}
+{"op":"add","path":"/elements/tr-to","value":{"type":"Select","props":{"name":"trTo","placeholder":"Destination unit…","items":["tr-u1","tr-u2","tr-u3","tr-u4","tr-u5"],"value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/tr-reason-f","value":{"type":"FormControl","props":{"label":"Clinical Reason","input":"tr-reason"},"children":[]}}
+{"op":"add","path":"/elements/tr-reason","value":{"type":"TextArea","props":{"name":"trReason","placeholder":"Reason for transfer, acuity, equipment needs…","rows":3,"value":{"$bindState":"/transfer/reason"}},"children":[]}}
+{"op":"add","path":"/elements/tr-submit","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/tr-done","value":{"type":"Callout","props":{"variant":"success","title":"Transfer request submitted","description":"Bed management has been notified and will confirm within 30 minutes."},"visible":{"$state":"/transfer/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..4897e7c8a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,145 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","header-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command","subtitle":"Live overview — General Hospital, updated 07:42"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"LIVE","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-beds","kpi-er","kpi-critical","kpi-discharge"]}}
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+{"op":"add","path":"/elements/kpi-beds-h","value":{"type":"CardHeader","props":{"title":"1. Bed Occupancy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-beds-p","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy"},"label":{"$template":"${/bedsUsed} of ${/bedsTotal} beds occupied"}},"children":[]}}
+{"op":"add","path":"/state/bedOccupancy","value":86}
+{"op":"add","path":"/state/bedsUsed","value":412}
+{"op":"add","path":"/state/bedsTotal","value":480}
+{"op":"add","path":"/elements/kpi-beds-sub","value":{"type":"TextContent","props":{"text":"ICU: 92% · Med-Surg: 88% · Pediatrics: 61%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-er","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-er-h","kpi-er-val","kpi-er-sub"]}}
+{"op":"add","path":"/elements/kpi-er-h","value":{"type":"CardHeader","props":{"title":"2. Current ER Wait"},"children":[]}}
+{"op":"add","path":"/elements/kpi-er-val","value":{"type":"TextContent","props":{"text":{"$template":"${/erWait} minutes"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-dc-val","value":{"type":"TextContent","props":{"text":{"$template":"${/dischargeCount} patients cleared"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/admissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admissions-h","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-h","value":{"type":"CardHeader","props":{"title":"3. Admissions — Past 14 Days"},"children":[]}}
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+{"op":"add","path":"/state/dischargePatients","value":[]}
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+{"op":"add","path":"/state/staff","value":[]}
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+{"op":"add","path":"/state/supplies","value":[]}
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+{"op":"add","path":"/state/supplies/1","value":{"id":"sp2","name":"IV saline bags","stock":95,"days":1,"pct":9}}
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+{"op":"add","path":"/elements/tr-reason-input","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Clinical justification…","rows":2},"children":[]}}
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+{"op":"add","path":"/elements/fu-2","value":{"type":"FollowUpItem","props":{"text":"List all pending discharge paperwork"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..3158bb55e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,139 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..5f069ef04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r2.txt
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..1e7081906
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,113 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..ee78522a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,73 @@
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+{"op":"add","path":"/elements/blockedCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blockedHdr","blockedList"]}}
+{"op":"add","path":"/elements/blockedHdr","value":{"type":"CardHeader","props":{"title":"Blocked Work Items","subtitle":"5 items currently blocked"},"children":[]}}
+{"op":"add","path":"/elements/blockedList","value":{"type":"ListBlock","props":{"items":["bk1","bk2","bk3"]},"children":[]}}
+{"op":"add","path":"/elements/bk1","value":{"type":"ListItem","props":{"title":"ORI-412 — Payment webhook retries","subtitle":"Blocked 6 days · waiting on vendor sandbox access"},"children":[]}}
+{"op":"add","path":"/elements/bk2","value":{"type":"ListItem","props":{"title":"ORI-447 — Ledger reconciliation job","subtitle":"Blocked 3 days · dependent on ORI-412"},"children":[]}}
+{"op":"add","path":"/elements/bk3","value":{"type":"ListItem","props":{"title":"CMP-188 — Onboarding flow e2e tests","subtitle":"Blocked 2 days · test environment down"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..30397a9cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r1.txt
@@ -0,0 +1,128 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-panels","metrics-row","charts-row","alerts-card","plants-card","outages-card","lower-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["header-left","header-right"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["header-title","header-sub"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Grid Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-sub","value":{"type":"TextContent","props":{"text":"National transmission network · SCADA link live · Tue Mar 4, 14:35 UTC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-right","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-all","btn-north","btn-south","btn-east","btn-west"]},"children":[]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All Regions","size":"small","variant":{"$cond":{"$or":[{"$state":"/activeRegion","eq":"all"},{"$state":"/activeRegion","not":true}]},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeRegion","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-north","value":{"type":"Button","props":{"label":"North","size":"small","variant":{"$cond":{"$state":"/activeRegion","eq":"north"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeRegion","value":"north"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-south","value":{"type":"Button","props":{"label":"South","size":"small","variant":{"$cond":{"$state":"/activeRegion","eq":"south"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeRegion","value":"south"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-east","value":{"type":"Button","props":{"label":"East","size":"small","variant":{"$cond":{"$state":"/activeRegion","eq":"east"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeRegion","value":"east"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-west","value":{"type":"Button","props":{"label":"West","size":"small","variant":{"$cond":{"$state":"/activeRegion","eq":"west"},"$then":"primary","$else":"secondary"}},"on":{"press":{"action":"setState","params":{"statePath":"/activeRegion","value":"west"}}},"children":[]}}
+{"op":"add","path":"/state/activeRegion","value":"all"}
+{"op":"add","path":"/elements/region-panels","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["region-overview","region-north","region-south","region-east","region-west"]}}
+{"op":"add","path":"/elements/region-overview","value":{"type":"Card","props":{"variant":"sunk"},"visible":{"$or":[{"$state":"/activeRegion","eq":"all"},{"$state":"/activeRegion","not":true}]},"children":["ro-text"]}}
+{"op":"add","path":"/elements/ro-text","value":{"type":"TextContent","props":{"text":"**All regions — system-wide view.** Total load 7,340 MW across 4 control areas. Select a region above to focus operations.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"visible":{"$state":"/activeRegion","eq":"north"},"children":["rn-title","rn-load","rn-progress","rn-tag"]}}
+{"op":"add","path":"/elements/rn-title","value":{"type":"TextContent","props":{"text":"North Region","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rn-load","value":{"type":"TextContent","props":{"text":{"$template":"Load ${/regionData/north/load} MW of ${/regionData/north/capacity} MW · Intertie imports at maximum"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rn-progress","value":{"type":"Progress","props":{"value":{"$state":"/regionData/north/pct"},"label":"of regional capacity"},"children":[]}}
+{"op":"add","path":"/elements/rn-tag","value":{"type":"Tag","props":{"text":{"$state":"/regionData/north/status"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"visible":{"$state":"/activeRegion","eq":"south"},"children":["rs-title","rs-load","rs-progress","rs-tag"]}}
+{"op":"add","path":"/elements/rs-title","value":{"type":"TextContent","props":{"text":"South Region","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rs-load","value":{"type":"TextContent","props":{"text":{"$template":"Load ${/regionData/south/load} MW of ${/regionData/south/capacity} MW · Peaker units committed for evening ramp"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rs-progress","value":{"type":"Progress","props":{"value":{"$state":"/regionData/south/pct"},"label":"of regional capacity"},"children":[]}}
+{"op":"add","path":"/elements/rs-tag","value":{"type":"Tag","props":{"text":{"$state":"/regionData/south/status"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/region-east","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"visible":{"$state":"/activeRegion","eq":"east"},"children":["re-title","re-load","re-progress","re-tag"]}}
+{"op":"add","path":"/elements/re-title","value":{"type":"TextContent","props":{"text":"East Region","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/re-load","value":{"type":"TextContent","props":{"text":{"$template":"Load ${/regionData/east/load} MW of ${/regionData/east/capacity} MW · Nuclear at full power"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/re-progress","value":{"type":"Progress","props":{"value":{"$state":"/regionData/east/pct"},"label":"of regional capacity"},"children":[]}}
+{"op":"add","path":"/elements/re-tag","value":{"type":"Tag","props":{"text":{"$state":"/regionData/east/status"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/region-west","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"visible":{"$state":"/activeRegion","eq":"west"},"children":["rw-title","rw-load","rw-progress","rw-tag"]}}
+{"op":"add","path":"/elements/rw-title","value":{"type":"TextContent","props":{"text":"West Region","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rw-load","value":{"type":"TextContent","props":{"text":{"$template":"Load ${/regionData/west/load} MW of ${/regionData/west/capacity} MW · Renewables supplying 66% of regional load"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rw-progress","value":{"type":"Progress","props":{"value":{"$state":"/regionData/west/pct"},"label":"of regional capacity"},"children":[]}}
+{"op":"add","path":"/elements/rw-tag","value":{"type":"Tag","props":{"text":{"$state":"/regionData/west/status"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/regionData/north","value":{"load":2140,"capacity":2600,"pct":82,"status":"Stable"}}
+{"op":"add","path":"/state/regionData/south","value":{"load":1890,"capacity":2100,"pct":90,"status":"Tight"}}
+{"op":"add","path":"/state/regionData/east","value":{"load":1760,"capacity":2300,"pct":77,"status":"Stable"}}
+{"op":"add","path":"/state/regionData/west","value":{"load":1550,"capacity":2400,"pct":65,"status":"Comfortable"}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["m-load","m-cap","m-price","m-emis"]}}
+{"op":"add","path":"/elements/m-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-load-label","m-load-value","m-load-sub"]}}
+{"op":"add","path":"/elements/m-load-label","value":{"type":"TextContent","props":{"text":"Current Network Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-load-value","value":{"type":"TextContent","props":{"text":"7,340 MW","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-load-sub","value":{"type":"TextContent","props":{"text":"As of 14:35 UTC · day peak 7,910 MW at 12:20","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-cap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-cap-label","m-cap-progress","m-cap-sub"]}}
+{"op":"add","path":"/elements/m-cap-label","value":{"type":"TextContent","props":{"text":"Capacity Utilization","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-cap-progress","value":{"type":"Progress","props":{"value":78,"label":"7,340 of 9,400 MW available"},"children":[]}}
+{"op":"add","path":"/elements/m-cap-sub","value":{"type":"TextContent","props":{"text":"Headroom 2,060 MW · operating reserve margin 21%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-price","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-price-label","m-price-value","m-price-sub"]}}
+{"op":"add","path":"/elements/m-price-label","value":{"type":"TextContent","props":{"text":"Wholesale Price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-price-value","value":{"type":"TextContent","props":{"text":"$62.40 /MWh","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-price-sub","value":{"type":"TextContent","props":{"text":"▲ 8.2% vs yesterday · day peak $78.10 at 12:30","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-emis","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-emis-label","m-emis-value","m-emis-sub"]}}
+{"op":"add","path":"/elements/m-emis-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-emis-value","value":{"type":"TextContent","props":{"text":"18,420 tCO₂e","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-emis-sub","value":{"type":"TextContent","props":{"text":"432 gCO₂/kWh avg · 6% under daily carbon budget","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["gen-card","fc-card"]}}
+{"op":"add","path":"/elements/gen-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gen-header","gen-pie"]}}
+{"op":"add","path":"/elements/gen-header","value":{"type":"CardHeader","props":{"title":"Generation Split by Source","subtitle":"Current output, MW"},"children":[]}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"labels":["Nuclear","Gas","Wind","Hydro","Solar","Coal","Imports"],"values":[1450,2210,980,540,410,350,1400],"variant":"donut"},"children":[]}}
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+{"op":"add","path":"/elements/fc-header","value":{"type":"CardHeader","props":{"title":"Demand Forecast — Next 24 Hours","subtitle":"System demand vs available capacity"},"children":[]}}
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+{"op":"add","path":"/elements/series-forecast","value":{"type":"Series","props":{"category":"Forecast demand","values":[7150,7980,7620,6740,5930,5480,5710,6460,7320,7840,7580,7190]},"children":[]}}
+{"op":"add","path":"/elements/series-cap","value":{"type":"Series","props":{"category":"Available capacity","values":[9400,9400,9400,9400,9400,9400,9400,9400,9400,9400,9400,9400]},"children":[]}}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-head","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-head","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["alerts-title","alerts-sim"]}}
+{"op":"add","path":"/elements/alerts-title","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Operations event stream — newest last"},"children":[]}}
+{"op":"add","path":"/elements/alerts-sim","value":{"type":"Button","props":{"label":"Simulate incoming alert","size":"small","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","title":"Frequency deviation detected","region":"East","time":"now","detail":"49.85 Hz — within contingency limits, monitoring"}}}},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$template":"${region} · ${time} — ${detail}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"Unit trip: Granton Coal U1","region":"North","time":"13:57","detail":"420 MW lost; replacement power secured from intertie"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","title":"Wind ramp event forecast","region":"West","time":"14:18","detail":"±400 MW swing expected between 17:00 and 19:00"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","title":"Reserve margin below 15%","region":"South","time":"14:32","detail":"Operating reserve at 13.8% — peakers on standby"}}
+{"op":"add","path":"/elements/plants-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plants-header","plants-table"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Plant Fleet — Output & Status","subtitle":"All dispatched units, sorted by control area"},"children":[]}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["col-plant","col-region","col-fuel","col-output","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-plant","value":{"type":"Col","props":{"label":"Plant","data":["Black River CCGT","Harbor Point Nuclear","Pine Ridge Wind","Sierra Solar","Cedar Falls Hydro","Granton Coal","Lakeshore Peaker","Eastfield Biomass"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/col-fuel","value":{"type":"Col","props":{"label":"Fuel","data":["Gas","Nuclear","Wind","Solar","Hydro","Coal","Gas","Biomass"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-output","value":{"type":"Col","props":{"label":"Output (MW)","data":[1180,1450,620,410,540,0,210,150],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Online","Online","Online","Online","Online","Offline — maintenance","Derated","Standby"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active Outages","subtitle":"Unplanned interruptions by affected region"},"children":[]}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["outage-main","outage-tag"]}}
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+{"op":"add","path":"/elements/outage-title","value":{"type":"TextContent","props":{"text":{"$template":"${region} Region — ${cause}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/outage-desc","value":{"type":"TextContent","props":{"text":{"$template":"${affected} customers affected · since ${started} · est. restore ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/outage-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","region":"West","cause":"230 kV line trip","affected":"12,400","started":"11:42","eta":"16:30","severity":"Major"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","region":"North","cause":"Substation transformer fault","affected":"3,150","started":"13:05","eta":"18:00","severity":"Moderate"}}
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+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance — March","subtitle":"Scheduled outages and inspections this month"},"children":[]}}
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+{"op":"add","path":"/state/maintenance","value":[]}
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+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","plant":"Cedar Falls Hydro","scope":"Penstock valve overhaul","window":"Mar 18–22","region":"North","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","plant":"Harbor Point Nuclear","scope":"Rod control system test","window":"Mar 25","region":"East","status":"Approved"}}
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+{"op":"add","path":"/elements/curtail-header","value":{"type":"CardHeader","props":{"title":"Order Curtailment","subtitle":"Issue load reduction to a balancing area"},"children":[]}}
+{"op":"add","path":"/elements/curtail-hint","value":{"type":"TextContent","props":{"text":"Curtailment applies to interruptible industrial loads in the selected region. Orders take effect within 15 minutes.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/fc-region","value":{"type":"FormControl","props":{"label":"Region","input":"curtail-region","hint":"Balancing area to curtail"},"children":[]}}
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+{"op":"add","path":"/elements/si-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
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+{"op":"add","path":"/elements/si-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/fc-mw","value":{"type":"FormControl","props":{"label":"Curtailment amount","input":"curtail-mw","hint":"Reduction in MW applied to interruptible loads"},"children":[]}}
+{"op":"add","path":"/elements/curtail-mw","value":{"type":"Slider","props":{"name":"curtailMw","variant":"discrete","min":50,"max":1000,"step":50,"label":"MW","value":{"$bindState":"/curtail/mw"}},"children":[]}}
+{"op":"add","path":"/state/curtail","value":{"region":"South","mw":300}}
+{"op":"add","path":"/elements/curtail-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["curtail-submit","curtail-reset"]},"children":[]}}
+{"op":"add","path":"/elements/curtail-submit","value":{"type":"Button","props":{"label":"Issue Curtailment Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/curtailments","value":{"id":"$id","region":{"$state":"/curtail/region"},"mw":{"$state":"/curtail/mw"},"status":"Ordered"}}}},"children":[]}}
+{"op":"add","path":"/elements/curtail-reset","value":{"type":"Button","props":{"label":"Reset","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/curtail/mw","value":250}}},"children":[]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Active Curtailment Orders"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/curtailments","key":"id"},"children":["order-item"]}}
+{"op":"add","path":"/elements/order-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["order-text","order-cancel"]}}
+{"op":"add","path":"/elements/order-text","value":{"type":"TextContent","props":{"text":{"$template":"${region} Region — ${mw} MW · ${status}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-cancel","value":{"type":"Button","props":{"label":"Cancel","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/curtailments","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/curtailments","value":[]}
+{"op":"add","path":"/state/curtailments/0","value":{"id":"c1","region":"South","mw":300,"status":"Active since 13:40"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..e151e2f9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r2.txt
@@ -0,0 +1,89 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","regionBar","metricsRow","midRow","plantsCard","outagesCard","forecastCard","maintCard","alertsCard","curtailCard"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["hdrText","hdrBadge"]}}
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+{"op":"add","path":"/elements/hdrBadge","value":{"type":"Badge","props":{"text":"SYSTEM NORMAL","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/mLoad","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mLoadH","mLoadV"]}}
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+{"op":"add","path":"/elements/mLoadV","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/load} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mCap","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mCapH","mCapBar"]}}
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+{"op":"add","path":"/elements/mPrice","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mPriceH","mPriceV"]}}
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+{"op":"add","path":"/elements/midRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["genCard","regionCard"]}}
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+{"op":"add","path":"/elements/plantsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plantsHdr","plantsList"]}}
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+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","time":"12:41","severity":"critical","title":"Reserve margin below 10%","detail":"Spinning reserve at 8.9%. Consider dispatching Eastport Peaker."}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","time":"12:33","severity":"warning","title":"Frequency deviation","detail":"Grid frequency 49.94 Hz for 45s, South Region."}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","time":"12:18","severity":"warning","title":"Lakeside Hydro derated","detail":"Turbine 2 vibration alarm; unit output reduced 120 MW."}}
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+{"op":"add","path":"/state/curtail","value":{"region":"south","mw":""}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..f03a21f49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r3.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","variant":"clear"},"children":["hdr","kpis","cap-progress","focus-row","mid-row","plants-hdr","plants","outages-hdr","outages","maint-hdr","maint","alerts-hdr","alerts","curtail-hdr","curtail"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"National power network — live status"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-load-t","kpi-load-v"]}}
+{"op":"add","path":"/elements/kpi-load-t","value":{"type":"TextContent","props":{"text":"Current Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-v","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/load} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
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+{"op":"add","path":"/elements/kpi-cap","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-cap-t","kpi-cap-v"]}}
+{"op":"add","path":"/elements/kpi-cap-t","value":{"type":"TextContent","props":{"text":"Capacity Utilisation","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cap-v","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/capacityPct}% of ${/metrics/capacity} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/capacity","value":52000}
+{"op":"add","path":"/state/metrics/capacityPct","value":79.4}
+{"op":"add","path":"/elements/kpi-price","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpi-price-t","kpi-price-v"]}}
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+{"op":"add","path":"/elements/gen-card","value":{"type":"Card","props":{"gap":"s"},"children":["gen-h","gen-pie"]}}
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+{"op":"add","path":"/state/plants","value":[]}
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+{"op":"add","path":"/state/plants/5","value":{"id":"p6","name":"Solar Park Delta","output":0,"region":"South","status":"Offline"}}
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+{"op":"add","path":"/state/outages","value":[]}
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+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Hilltop Nuclear — turbine inspection","window":"Jun 10–12","region":"East","impact":"−800 MW"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Substation Bracken 400kV busbar","window":"Jun 15","region":"West","impact":"N−1 risk"}}
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+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","level":"info","title":"Frequency deviation","detail":"49.82 Hz, within band, monitoring","time":"14:02"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","level":"critical","title":"Reserve margin below 8%","detail":"Spinning reserve 3.9 GW — consider curtailment","time":"14:15"}}
+{"op":"add","path":"/elements/curtail-hdr","value":{"type":"Heading","props":{"text":"Order Load Curtailment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/curtail","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["curt-region","curt-slider","curt-btn"]}}
+{"op":"add","path":"/elements/curt-region","value":{"type":"Select","props":{"name":"curtRegion","value":{"$bindState":"/curtail/region"},"items":["cr-1","cr-2","cr-3","cr-4"],"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/cr-1","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/cr-2","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/cr-3","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/cr-4","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/state/curtail","value":{}}
+{"op":"add","path":"/state/curtail/region","value":"North"}
+{"op":"add","path":"/elements/curt-slider","value":{"type":"Slider","props":{"name":"curtMW","variant":"discrete","min":50,"max":1000,"step":50,"value":{"$bindState":"/curtail/mw"},"label":"Curtailment amount (MW)"},"children":[]}}
+{"op":"add","path":"/state/curtail/mw","value":[200]}
+{"op":"add","path":"/elements/curt-btn","value":{"type":"Button","props":{"label":"Issue Curtailment Order","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","level":"critical","title":"Curtailment order issued","detail":{"$template":"Region ${/curtail/region} · ${/curtail/mw} MW"},"time":"now"}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..8af1d14d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-power__r4.txt
@@ -0,0 +1,92 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpis","alerts-card","mid-row","forecast-card","plants-card","outages-card","maint-card","ops-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","header-live"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"National Power Network — Control Room View"},"children":[]}}
+{"op":"add","path":"/elements/header-live","value":{"type":"Tag","props":{"text":"● LIVE","variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-load","kpi-capacity","kpi-price","kpi-emissions"]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-load-label","kpi-load-value"]}}
+{"op":"add","path":"/elements/kpi-load-label","value":{"type":"TextContent","props":{"text":"Current Network Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/currentLoad","value":38420}
+{"op":"add","path":"/elements/kpi-capacity","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-cap-label","kpi-cap-value","kpi-cap-bar"]}}
+{"op":"add","path":"/elements/kpi-cap-label","value":{"type":"TextContent","props":{"text":"Proximity to Capacity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cap-value","value":{"type":"TextContent","props":{"text":{"$template":"${/capacityPct}% of 45,000 MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/capacityPct","value":85}
+{"op":"add","path":"/elements/kpi-cap-bar","value":{"type":"Progress","props":{"value":{"$state":"/capacityPct"},"label":"Capacity utilization"},"children":[]}}
+{"op":"add","path":"/elements/kpi-price","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-price-label","kpi-price-value"]}}
+{"op":"add","path":"/elements/kpi-price-label","value":{"type":"TextContent","props":{"text":"Spot Price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-price-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/priceMwh} / MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/priceMwh","value":78.4}
+{"op":"add","path":"/elements/kpi-emissions","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-em-label","kpi-em-value"]}}
+{"op":"add","path":"/elements/kpi-em-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-em-value","value":{"type":"TextContent","props":{"text":{"$template":"${/emissionsToday} kt CO₂"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/emissionsToday","value":412}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"gap":"s"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Arriving in real time from SCADA and field crews"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","severity":"warning","title":"Frequency deviation on North interconnector","time":"14:02:11"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","severity":"error","title":"Unit 3 trip at Harborview Coal","time":"13:47:55"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","severity":"info","title":"Wind output ramping up in West region","time":"13:31:20"}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$template":"${title} — ${time}"},"description":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"error"},"$then":"destructive","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["gen-card","region-card"]}}
+{"op":"add","path":"/elements/gen-card","value":{"type":"Card","props":{"gap":"s"},"children":["gen-header","gen-pie"]}}
+{"op":"add","path":"/elements/gen-header","value":{"type":"CardHeader","props":{"title":"Generation Split by Source","subtitle":"Share of current 38.4 GW output"},"children":[]}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"labels":["Gas","Wind","Nuclear","Coal","Solar","Hydro"],"values":[14200,9100,6800,4200,2800,1320],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/region-card","value":{"type":"Card","props":{"gap":"s"},"children":["region-header","region-select","region-banner"]}}
+{"op":"add","path":"/elements/region-header","value":{"type":"CardHeader","props":{"title":"Region Focus","subtitle":"Focus the console on one region"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"focusRegion","placeholder":"Select region…","value":{"$bindState":"/focusRegion"},"items":["ri-all","ri-north","ri-south","ri-east","ri-west"]},"children":[]}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+{"op":"add","path":"/elements/ri-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/ri-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/ri-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/ri-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/ri-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/region-banner","value":{"type":"Callout","props":{"variant":"info","title":"Region Focus Active","description":{"$template":"Console focused on: ${/focusRegion}"}},"visible":{"$state":"/focusRegion","neq":"all"},"children":[]}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"gap":"s"},"children":["forecast-header","forecast-chart","forecast-series"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"Demand Forecast — Next 24 Hours","subtitle":"Forecast vs committed generation (GW)"},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":["15:00","18:00","21:00","00:00","03:00","06:00","09:00","12:00","15:00"],"series":["fs-demand","fs-committed"],"xLabel":"Time","yLabel":"GW"},"children":[]}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Card","props":{"variant":"clear"},"children":[],"visible":false}}
+{"op":"add","path":"/elements/fs-demand","value":{"type":"Series","props":{"category":"Forecast demand","values":[38.4,41.2,37.8,31.5,28.9,33.4,39.8,41.6,40.1]},"children":[]}}
+{"op":"add","path":"/elements/fs-committed","value":{"type":"Series","props":{"category":"Committed generation","values":[39.0,42.0,38.5,32.0,29.5,34.0,40.5,42.2,41.0]},"children":[]}}
+{"op":"add","path":"/elements/plants-card","value":{"type":"Card","props":{"gap":"s"},"children":["plants-header","plants-list"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Generating Plants","subtitle":"Output and status per plant"},"children":[]}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"p1","name":"Harborview Coal","region":"North","type":"Coal","output":2100,"status":"Partial outage"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"p2","name":"Riverbend Nuclear","region":"East","type":"Nuclear","output":3400,"status":"Online"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"p3","name":"Westplain Wind Farm","region":"West","type":"Wind","output":4100,"status":"Online"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Southgate CCGT","region":"South","type":"Gas","output":6800,"status":"Online"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"p5","name":"Lakeside Hydro","region":"North","type":"Hydro","output":1320,"status":"Standby"}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["plant-info","plant-status"]}}
+{"op":"add","path":"/elements/plant-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${type}, ${region} · ${output} MW"}},"children":[]}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Online"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"gap":"s"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active Outages","subtitle":"With affected region for each"},"children":[]}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","region":"North","cause":"Storm damage to 132 kV feeder","customers":42000,"eta":"18:30"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","region":"East","cause":"Transformer failure, substation E-7","customers":8500,"eta":"16:15"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","region":"West","cause":"Planned line patrol — rolling isolation","customers":1200,"eta":"15:45"}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${region} region — ${cause}"},"description":{"$template":"${customers} customers affected · est. restore ${eta}"}},"children":[]}}
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"gap":"s"},"children":["maint-header","maint-list"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance — This Month","subtitle":"Scheduled outages and inspections"},"children":[]}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-item"]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","plant":"Lakeside Hydro","work":"Turbine 2 bearing replacement","window":"Jun 4–7"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","plant":"Southgate CCGT","work":"Gas turbine hot-gas-path inspection","window":"Jun 10–14"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","plant":"Riverbend Nuclear","work":"Rod control system calibration","window":"Jun 18"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","plant":"Westplain Wind Farm","work":"Blade inspection, turbines W12–W30","window":"Jun 21–25"}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"TextContent","props":{"text":{"$template":"• **${plant}** — ${work} (${window})"}},"children":[]}}
+{"op":"add","path":"/elements/ops-card","value":{"type":"Card","props":{"gap":"s"},"children":["ops-header","ops-row"]}}
+{"op":"add","path":"/elements/ops-header","value":{"type":"CardHeader","props":{"title":"Curtailment Order","subtitle":"Issue a load curtailment instruction to a region"},"children":[]}}
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},"children":["curt-region","curt-amount","curt-button"]}}
+{"op":"add","path":"/elements/curt-region","value":{"type":"Select","props":{"name":"curtailRegion","placeholder":"Region…","value":{"$bindState":"/curtailRegion"},"items":["cr-north","cr-south","cr-east","cr-west"]},"children":[]}}
+{"op":"add","path":"/state/curtailRegion","value":"north"}
+{"op":"add","path":"/elements/cr-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/cr-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/cr-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/cr-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/curt-amount","value":{"type":"Input","props":{"name":"curtailMw","placeholder":"MW to curtail","type":"number","value":{"$bindState":"/curtailMw"}},"children":[]}}
+{"op":"add","path":"/state/curtailMw","value":"500"}
+{"op":"add","path":"/elements/curt-button","value":{"type":"Button","props":{"label":"Order Curtailment","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","severity":"info","title":{"$template":"Curtailment order issued: ${/curtailMw} MW in ${/curtailRegion}"},"time":"now"}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..5439a64a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,114 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpis","charts-row","row-3","row-4"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["title-col","store-select"]}}
+{"op":"add","path":"/elements/title-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Store Daily Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/currentStore} · Tuesday, March 12 · Live as of 2:35 PM"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","items":["si-1","si-2","si-3"],"placeholder":"View a different store","size":"medium","value":{"$bindState":"/currentStore"}},"children":[]}}
+{"op":"add","path":"/elements/si-1","value":{"type":"SelectItem","props":{"value":"Downtown Flagship","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/si-2","value":{"type":"SelectItem","props":{"value":"Riverside Mall","label":"Riverside Mall"},"children":[]}}
+{"op":"add","path":"/elements/si-3","value":{"type":"SelectItem","props":{"value":"Airport Terminal 2","label":"Airport Terminal 2"},"children":[]}}
+{"op":"add","path":"/state/currentStore","value":"Downtown Flagship"}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns","kpi-traffic"]}}
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["ks-header","ks-big","ks-progress","ks-note"]}}
+{"op":"add","path":"/elements/ks-header","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target"},"children":[]}}
+{"op":"add","path":"/elements/ks-big","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/salesToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ks-progress","value":{"type":"Progress","props":{"value":{"$state":"/kpis/salesPct"},"label":{"$state":"/kpis/salesLabel"}},"children":[]}}
+{"op":"add","path":"/elements/ks-note","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/salesNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"salesToday":"$8,430","salesPct":84,"salesLabel":"84% of $10,000 daily target","salesNote":"▲ 6.2% vs yesterday at this time · on pace to beat target","avgBasket":"$47.20","avgBasketNote":"▲ from $44.80 last week · 178 transactions today","returns":"18","returnsNote":"▼ vs 22 last week (−18%) · top reason: sizing","trafficTotal":"1,246","trafficNote":"Peak hour 12–1 PM · conversion 14.3%"}}
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["kb-header","kb-big","kb-note"]}}
+{"op":"add","path":"/elements/kb-header","value":{"type":"CardHeader","props":{"title":"Average Basket Size"},"children":[]}}
+{"op":"add","path":"/elements/kb-big","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/avgBasket"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kb-note","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/avgBasketNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["kr-header","kr-big","kr-note"]}}
+{"op":"add","path":"/elements/kr-header","value":{"type":"CardHeader","props":{"title":"Returns This Week"},"children":[]}}
+{"op":"add","path":"/elements/kr-big","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/returns"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kr-note","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/returnsNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-traffic","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["kt-header","kt-big","kt-note"]}}
+{"op":"add","path":"/elements/kt-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today"},"children":[]}}
+{"op":"add","path":"/elements/kt-big","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/trafficTotal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kt-note","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/trafficNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["traffic-card","week-card"]}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tc-header","tc-chart"]}}
+{"op":"add","path":"/elements/tc-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Through the Day","subtitle":"Visitors per hour"},"children":[]}}
+{"op":"add","path":"/elements/tc-chart","value":{"type":"LineChart","props":{"labels":["8AM","9AM","10AM","11AM","12PM","1PM","2PM","3PM","4PM","5PM","6PM","7PM","8PM"],"series":["tc-series"],"variant":"natural","xLabel":"Time of day","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/tc-series","value":{"type":"Series","props":{"category":"Visitors","values":[42,68,95,120,158,172,140,118,132,149,165,121,74]},"children":[]}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["wc-header","wc-chart"]}}
+{"op":"add","path":"/elements/wc-header","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily sales in dollars"},"children":[]}}
+{"op":"add","path":"/elements/wc-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["wc-tw","wc-lw"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/wc-tw","value":{"type":"Series","props":{"category":"This week","values":[1240,1380,1510,1420,1680,1950,1210]},"children":[]}}
+{"op":"add","path":"/elements/wc-lw","value":{"type":"Series","props":{"category":"Last week","values":[1150,1290,1440,1380,1590,1820,1150]},"children":[]}}
+{"op":"add","path":"/elements/row-3","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bs-card","promo-card"]}}
+{"op":"add","path":"/elements/bs-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bs-header","bs-list"]}}
+{"op":"add","path":"/elements/bs-header","value":{"type":"CardHeader","props":{"title":"Best Sellers Today","subtitle":"Top 5 products by units sold"},"children":[]}}
+{"op":"add","path":"/elements/bs-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["bs-row"]}}
+{"op":"add","path":"/elements/bs-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bs-info","bs-units"]}}
+{"op":"add","path":"/elements/bs-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bs-name","bs-cat"]}}
+{"op":"add","path":"/elements/bs-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bs-cat","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bs-units","value":{"type":"TextContent","props":{"text":{"$template":"${units} units"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"Cold Brew Concentrate 1L","category":"Beverages","units":142}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Artisan Sourdough Loaf","category":"Bakery","units":118}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Organic Greek Yogurt 4-pack","category":"Dairy","units":96}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"Spicy Hummus 250g","category":"Deli","units":84}}
+{"op":"add","path":"/state/bestSellers/4","value":{"id":"bs-5","name":"Nitro Oat Latte (RTD)","category":"Beverages","units":77}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-header","promo-list"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"Promotions Performance","subtitle":"Active campaigns vs redemption targets"},"children":[]}}
+{"op":"add","path":"/elements/promo-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-row"]}}
+{"op":"add","path":"/elements/promo-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promo-top","promo-progress"]}}
+{"op":"add","path":"/elements/promo-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["promo-name","promo-tag"]}}
+{"op":"add","path":"/elements/promo-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promo-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/promo-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$item":"metric"}},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"pr-1","name":"Spring Sale — 20% off produce","status":"On track","variant":"success","metric":"720 of 1,000 redemptions","progress":72}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"pr-2","name":"Buy 2 Get 1 — snacks","status":"Lagging","variant":"warning","metric":"310 of 900 redemptions","progress":34}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"pr-3","name":"Loyalty double-points weekend","status":"Exceeding","variant":"info","metric":"1,180 of 1,200 signups","progress":98}}
+{"op":"add","path":"/elements/row-4","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["stock-card","staff-card","reg-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stock-header","oos-list","queue-label","queue-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"Tap Reorder to queue a purchase order"},"children":[]}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["oos-row"]}}
+{"op":"add","path":"/elements/oos-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["oos-info","oos-btn"]}}
+{"op":"add","path":"/elements/oos-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["oos-name","oos-sku"]}}
+{"op":"add","path":"/elements/oos-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oos-sku","value":{"type":"TextContent","props":{"text":{"$item":"sku"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/oos-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","name":{"$template":"${name}"},"note":"PO queued · awaiting supplier confirmation"}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"sk-1","name":"Oat Milk 1L — Barista","sku":"SKU 88412 · Nordic Foods"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"sk-2","name":"Free-Range Eggs (dozen)","sku":"SKU 22107 · Valley Farms"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"sk-3","name":"Almond Butter 340g","sku":"SKU 55319 · PureNut Co."}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"sk-4","name":"Sparkling Water Lime 8-pack","sku":"SKU 61033 · Nordic Foods"}}
+{"op":"add","path":"/elements/queue-label","value":{"type":"TextContent","props":{"text":"Reorder Queue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/queue-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["queue-row"]}}
+{"op":"add","path":"/elements/queue-row","value":{"type":"TextContent","props":{"text":{"$template":"⏳ ${name} — ${note}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+{"op":"add","path":"/state/reorderQueue/0","value":{"id":"po-1042","name":"Espresso Beans 5lb","note":"PO #1042 · arrives Thursday"}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"5 team members on the floor"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-row"]}}
+{"op":"add","path":"/elements/staff-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["staff-name","staff-role"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/staff-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${shift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"st-1","name":"Maya Chen","role":"Shift Lead","shift":"8:00 AM – 4:00 PM","initials":"MC"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"st-2","name":"Devon Ortiz","role":"Cashier","shift":"9:00 AM – 5:00 PM","initials":"DO"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"st-3","name":"Priya Nair","role":"Floor / Stock","shift":"10:00 AM – 6:00 PM","initials":"PN"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"st-4","name":"Sam Whitfield","role":"Cashier","shift":"12:00 PM – 8:00 PM","initials":"SW"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"st-5","name":"Lena Kowalski","role":"Receiving","shift":"6:00 AM – 2:00 PM","initials":"LK"}}
+{"op":"add","path":"/elements/reg-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reg-header","reg-list"]}}
+{"op":"add","path":"/elements/reg-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Open / closed status right now"},"children":[]}}
+{"op":"add","path":"/elements/reg-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["reg-row"]}}
+{"op":"add","path":"/elements/reg-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reg-info","reg-tag"]}}
+{"op":"add","path":"/elements/reg-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["reg-name","reg-cashier"]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reg-cashier","value":{"type":"TextContent","props":{"text":{"$item":"cashier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reg-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"rg-1","name":"Register 1","cashier":"Cashier: Devon O.","status":"Open","variant":"success"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"rg-2","name":"Register 2","cashier":"Cashier: Maya C.","status":"Open","variant":"success"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"rg-3","name":"Register 3","cashier":"No cashier assigned","status":"Closed","variant":"neutral"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"rg-4","name":"Self-Checkout A","cashier":"Assisted by Sam W.","status":"Open","variant":"success"}}
+{"op":"add","path":"/state/registers/4","value":{"id":"rg-5","name":"Self-Checkout B","cashier":"Card reader fault — technician called","status":"Down","variant":"danger"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..1239ad5e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","chartsRow","listsRow","promoCard","registersCard","reorderCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["headerText","storeControl"]}}
+{"op":"add","path":"/elements/headerText","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"size":"small","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"Downtown · Main St — Friday, June 14","$else":"Riverside Mall — Friday, June 14"}},"children":[]}}
+{"op":"add","path":"/elements/storeControl","value":{"type":"FormControl","props":{"label":"Viewing store","input":"storeSelect","hint":"Switch to a different location"},"children":[]}}
+{"op":"add","path":"/elements/storeSelect","value":{"type":"Select","props":{"name":"store","size":"medium","value":{"$bindState":"/currentStore"},"items":["storeDowntown","storeRiverside"]},"children":[]}}
+{"op":"add","path":"/elements/storeDowntown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown · Main St"},"children":[]}}
+{"op":"add","path":"/elements/storeRiverside","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Mall"},"children":[]}}
+{"op":"add","path":"/state/currentStore","value":"downtown"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiSales","kpiBasket","kpiReturns","kpiVisitors"]}}
+{"op":"add","path":"/elements/kpiSales","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpiSalesHeader","kpiSalesValue","kpiSalesProgress","kpiSalesNote"]}}
+{"op":"add","path":"/elements/kpiSalesHeader","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"Live POS total"},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesValue","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"$12,480","$else":"$9,860"}},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesProgress","value":{"type":"Progress","props":{"value":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":78,"$else":64},"label":"Progress to target"},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesNote","value":{"type":"TextContent","props":{"size":"small","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"Target $16,000 · $3,520 to go","$else":"Target $15,400 · $5,540 to go"}},"children":[]}}
+{"op":"add","path":"/elements/kpiBasket","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpiBasketHeader","kpiBasketValue","kpiBasketNote"]}}
+{"op":"add","path":"/elements/kpiBasketHeader","value":{"type":"CardHeader","props":{"title":"Average Basket Size","subtitle":"Per transaction today"},"children":[]}}
+{"op":"add","path":"/elements/kpiBasketValue","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"$42.30","$else":"$38.75"}},"children":[]}}
+{"op":"add","path":"/elements/kpiBasketNote","value":{"type":"TextContent","props":{"size":"small","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"296 transactions · 2.4 items avg","$else":"214 transactions · 2.1 items avg"}},"children":[]}}
+{"op":"add","path":"/elements/kpiReturns","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpiReturnsHeader","kpiReturnsValue","kpiReturnsNote"]}}
+{"op":"add","path":"/elements/kpiReturnsHeader","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"Mon–today"},"children":[]}}
+{"op":"add","path":"/elements/kpiReturnsValue","value":{"type":"TextContent","props":{"size":"large-heavy","text":"14"},"children":[]}}
+{"op":"add","path":"/elements/kpiReturnsNote","value":{"type":"TextContent","props":{"size":"small","text":"$612 refunded · 2.1% of weekly sales"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitors","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpiVisitorsHeader","kpiVisitorsValue","kpiVisitorsNote"]}}
+{"op":"add","path":"/elements/kpiVisitorsHeader","value":{"type":"CardHeader","props":{"title":"Visitors Today","subtitle":"Door counter"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsValue","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$cond":{"$state":"/currentStore","eq":"downtown"},"$then":"1,248","$else":"1,032"}},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsNote","value":{"type":"TextContent","props":{"size":"small","text":"Peak 1–2pm · +6% vs yesterday"},"children":[]}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["trafficCard","weekCard"]}}
+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["trafficHeader","trafficChart"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today","subtitle":"Visitors per hour · 9am–9pm"},"children":[]}}
+{"op":"add","path":"/elements/trafficChart","value":{"type":"AreaChart","props":{"labels":["9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p","8p","9p"],"series":["trafficSeries"],"variant":"natural","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/trafficSeries","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/traffic"}},"children":[]}}
+{"op":"add","path":"/state/traffic","value":[38,64,92,124,138,112,96,90,104,126,144,118,72]}
+{"op":"add","path":"/elements/weekCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekHeader","weekChart"]}}
+{"op":"add","path":"/elements/weekHeader","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/weekChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekThisSeries","weekLastSeries"],"variant":"grouped","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/weekThisSeries","value":{"type":"Series","props":{"category":"This week","values":{"$state":"/weekThis"}},"children":[]}}
+{"op":"add","path":"/elements/weekLastSeries","value":{"type":"Series","props":{"category":"Last week","values":{"$state":"/weekLast"}},"children":[]}}
+{"op":"add","path":"/state/weekThis","value":[2140,2380,2210,2560,2880,3420,2610]}
+{"op":"add","path":"/state/weekLast","value":[1980,2210,2350,2400,2650,3180,2490]}
+{"op":"add","path":"/elements/listsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bestCard","stockCard","shiftCard"]}}
+{"op":"add","path":"/elements/bestCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bestHeader","bestTable"]}}
+{"op":"add","path":"/elements/bestHeader","value":{"type":"CardHeader","props":{"title":"Best Sellers Today","subtitle":"Top 5 products by units sold"},"children":[]}}
+{"op":"add","path":"/elements/bestTable","value":{"type":"Table","props":{"columns":["bestColName","bestColUnits","bestColRevenue"]},"children":[]}}
+{"op":"add","path":"/elements/bestColName","value":{"type":"Col","props":{"label":"Product","data":{"$state":"/bestSellers/name"}},"children":[]}}
+{"op":"add","path":"/elements/bestColUnits","value":{"type":"Col","props":{"label":"Units","type":"number","data":{"$state":"/bestSellers/units"}},"children":[]}}
+{"op":"add","path":"/elements/bestColRevenue","value":{"type":"Col","props":{"label":"Revenue ($)","type":"number","data":{"$state":"/bestSellers/revenue"}},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"b1","name":"Whole Bean Coffee 1kg","units":64,"revenue":1216}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"b2","name":"Oat Milk Latte 16oz","units":58,"revenue":348}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"b3","name":"Butter Croissant","units":47,"revenue":164}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"b4","name":"Cold Brew Bottle 12oz","units":39,"revenue":195}}
+{"op":"add","path":"/state/bestSellers/4","value":{"id":"b5","name":"Ceramic Mug 12oz","units":22,"revenue":550}}
+{"op":"add","path":"/elements/stockCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stockHeader","stockList"]}}
+{"op":"add","path":"/elements/stockHeader","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"4 SKUs at zero on-hand"},"children":[]}}
+{"op":"add","path":"/elements/stockList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stockRow"]}}
+{"op":"add","path":"/elements/stockRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["stockInfo","stockTag"]}}
+{"op":"add","path":"/elements/stockInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["stockName","stockSku"]}}
+{"op":"add","path":"/elements/stockName","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/stockSku","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${sku} · out for ${since}"}},"children":[]}}
+{"op":"add","path":"/elements/stockTag","value":{"type":"Tag","props":{"text":"Out of stock","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"o1","name":"Vanilla Syrup 750ml","sku":"SKU-1042","since":"2 days"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"o2","name":"Matcha Powder 200g","sku":"SKU-1187","since":"1 day"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"o3","name":"Reusable Cup 16oz","sku":"SKU-0934","since":"4 days"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"o4","name":"Decaf Espresso Beans 1kg","sku":"SKU-1021","since":"today"}}
+{"op":"add","path":"/elements/shiftCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shiftHeader","shiftList"]}}
+{"op":"add","path":"/elements/shiftHeader","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"6 staff scheduled"},"children":[]}}
+{"op":"add","path":"/elements/shiftList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/shift","key":"id"},"children":["shiftRow"]}}
+{"op":"add","path":"/elements/shiftRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["shiftLeft","shiftTag"]}}
+{"op":"add","path":"/elements/shiftLeft","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["shiftAvatar","shiftInfo"]}}
+{"op":"add","path":"/elements/shiftAvatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/shiftInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["shiftName","shiftRole"]}}
+{"op":"add","path":"/elements/shiftName","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/shiftRole","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${role} · ${hours}"}},"children":[]}}
+{"op":"add","path":"/elements/shiftTag","value":{"type":"Tag","props":{"text":{"$item":"area"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/shift","value":[]}
+{"op":"add","path":"/state/shift/0","value":{"id":"s1","name":"Maya Chen","initials":"MC","role":"Shift Lead","hours":"7a–3p","area":"Floor"}}
+{"op":"add","path":"/state/shift/1","value":{"id":"s2","name":"Jordan Lee","initials":"JL","role":"Barista","hours":"7a–3p","area":"Bar"}}
+{"op":"add","path":"/state/shift/2","value":{"id":"s3","name":"Priya Patel","initials":"PP","role":"Barista","hours":"9a–5p","area":"Bar"}}
+{"op":"add","path":"/state/shift/3","value":{"id":"s4","name":"Sam Ortiz","initials":"SO","role":"Cashier","hours":"12p–8p","area":"Register"}}
+{"op":"add","path":"/state/shift/4","value":{"id":"s5","name":"Alex Kim","initials":"AK","role":"Barista","hours":"2p–10p","area":"Bar"}}
+{"op":"add","path":"/state/shift/5","value":{"id":"s6","name":"Dana Wright","initials":"DW","role":"Stock Associate","hours":"2p–10p","area":"Stockroom"}}
+{"op":"add","path":"/elements/promoCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["promoHeader","promoList"]}}
+{"op":"add","path":"/elements/promoHeader","value":{"type":"CardHeader","props":{"title":"Active Promotions","subtitle":"Performance against redemption goals"},"children":[]}}
+{"op":"add","path":"/elements/promoList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promoRow"]}}
+{"op":"add","path":"/elements/promoRow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promoTop","promoDesc","promoProgress"]}}
+{"op":"add","path":"/elements/promoTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["promoName","promoTag"]}}
+{"op":"add","path":"/elements/promoName","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/promoTag","value":{"type":"Tag","props":{"text":{"$item":"tag"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/promoDesc","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"${description} · ${uses} of ${goal} redemptions · ends ${ends}"}},"children":[]}}
+{"op":"add","path":"/elements/promoProgress","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":"Redemption progress"},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"p1","name":"Weekend BOGO — Whole Bean Coffee","description":"Buy one, get second 50% off","uses":182,"goal":300,"pct":61,"ends":"Sunday","tag":"On pace","variant":"success"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"p2","name":"Loyalty Double Points","description":"2x points on all handcrafted drinks","uses":940,"goal":1200,"pct":78,"ends":"Jun 30","tag":"Ahead","variant":"success"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"p3","name":"Summer Apparel Clearance","description":"Extra 20% off clearance tees & totes","uses":45,"goal":250,"pct":18,"ends":"Jun 22","tag":"Slow","variant":"warning"}}
+{"op":"add","path":"/elements/registersCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["registersHeader","registersList"]}}
+{"op":"add","path":"/elements/registersHeader","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"4 of 6 lanes open right now"},"children":[]}}
+{"op":"add","path":"/elements/registersList","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["regCard"]}}
+{"op":"add","path":"/elements/regCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["regName","regBadge","regCashier"]}}
+{"op":"add","path":"/elements/regName","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/regBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/elements/regCashier","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Cashier: ${cashier}"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"r1","name":"Register 1","status":"Open","variant":"default","cashier":"Maya"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"r2","name":"Register 2","status":"Open","variant":"default","cashier":"Jordan"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"r3","name":"Register 3","status":"Closed","variant":"secondary","cashier":"—"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"r4","name":"Register 4","status":"Open","variant":"default","cashier":"Sam"}}
+{"op":"add","path":"/state/registers/4","value":{"id":"r5","name":"Register 5","status":"Closed","variant":"secondary","cashier":"—"}}
+{"op":"add","path":"/state/registers/5","value":{"id":"r6","name":"Register 6","status":"Open","variant":"default","cashier":"Alex"}}
+{"op":"add","path":"/elements/reorderCard","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["reorderHeader","reorderForm","reorderPendingBlock"]}}
+{"op":"add","path":"/elements/reorderHeader","value":{"type":"CardHeader","props":{"title":"Reorder Stock","subtitle":"Create a purchase order for low or out-of-stock items"},"children":[]}}
+{"op":"add","path":"/elements/reorderForm","value":{"type":"Form","props":{"name":"reorderForm","buttons":"reorderButtons","fields":["reorderItemControl","reorderQtyControl"]},"children":[]}}
+{"op":"add","path":"/elements/reorderItemControl","value":{"type":"FormControl","props":{"label":"Item","input":"reorderItemSelect","hint":"Includes all out-of-stock SKUs"},"children":[]}}
+{"op":"add","path":"/elements/reorderItemSelect","value":{"type":"Select","props":{"name":"item","placeholder":"Select an item","value":{"$bindState":"/reorder/item"},"items":["riSyrup","riMatcha","riCup","riDecaf","riBeans"]},"children":[]}}
+{"op":"add","path":"/elements/riSyrup","value":{"type":"SelectItem","props":{"value":"Vanilla Syrup 750ml","label":"Vanilla Syrup 750ml — out of stock"},"children":[]}}
+{"op":"add","path":"/elements/riMatcha","value":{"type":"SelectItem","props":{"value":"Matcha Powder 200g","label":"Matcha Powder 200g — out of stock"},"children":[]}}
+{"op":"add","path":"/elements/riCup","value":{"type":"SelectItem","props":{"value":"Reusable Cup 16oz","label":"Reusable Cup 16oz — out of stock"},"children":[]}}
+{"op":"add","path":"/elements/riDecaf","value":{"type":"SelectItem","props":{"value":"Decaf Espresso Beans 1kg","label":"Decaf Espresso Beans 1kg — out of stock"},"children":[]}}
+{"op":"add","path":"/elements/riBeans","value":{"type":"SelectItem","props":{"value":"Whole Bean Coffee 1kg","label":"Whole Bean Coffee 1kg — low (6 left)"},"children":[]}}
+{"op":"add","path":"/elements/reorderQtyControl","value":{"type":"FormControl","props":{"label":"Quantity","input":"reorderQtyInput"},"children":[]}}
+{"op":"add","path":"/elements/reorderQtyInput","value":{"type":"Input","props":{"name":"qty","type":"number","placeholder":"e.g. 48","value":{"$bindState":"/reorder/qty"}},"children":[]}}
+{"op":"add","path":"/elements/reorderButtons","value":{"type":"Buttons","props":{"buttons":["reorderSubmit"]},"children":[]}}
+{"op":"add","path":"/elements/reorderSubmit","value":{"type":"Button","props":{"label":"Place Reorder","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","item":{"$state":"/reorder/item"},"qty":{"$state":"/reorder/qty"},"status":"Ordered"},"clearStatePath":"/reorder/qty"}}},"children":[]}}
+{"op":"add","path":"/elements/reorderPendingBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["reorderPendingTitle","reorderPendingList"]}}
+{"op":"add","path":"/elements/reorderPendingTitle","value":{"type":"TextContent","props":{"size":"small-heavy","text":"Pending purchase orders"},"children":[]}}
+{"op":"add","path":"/elements/reorderPendingList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorderRow"]}}
+{"op":"add","path":"/elements/reorderRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reorderInfo","reorderActions"]}}
+{"op":"add","path":"/elements/reorderInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["reorderItemName","reorderQtyText"]}}
+{"op":"add","path":"/elements/reorderItemName","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"item"}},"children":[]}}
+{"op":"add","path":"/elements/reorderQtyText","value":{"type":"TextContent","props":{"size":"small","text":{"$template":"Qty: ${qty}"}},"children":[]}}
+{"op":"add","path":"/elements/reorderActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["reorderStatus","reorderRemove"]}}
+{"op":"add","path":"/elements/reorderStatus","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/reorderRemove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorders","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/reorder","value":{"item":"","qty":""}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/state/reorders/0","value":{"id":"ro-1","item":"Vanilla Syrup 750ml","qty":60,"status":"Ordered"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..fc8bf7aac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,94 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerRow","kpiRow","chartsRow","midRow","promoCard","lowerRow"]}}
+{"op":"add","path":"/elements/headerRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"start","justify":"between","wrap":true},"children":["titleBlock","storeSelect"]}}
+{"op":"add","path":"/elements/titleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["consoleTitle","consoleSubtitle"]}}
+{"op":"add","path":"/elements/consoleTitle","value":{"type":"Heading","props":{"text":"Daily Ops Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/consoleSubtitle","value":{"type":"TextContent","props":{"text":"Live store performance — pick a store below to view its numbers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/storeSelect","value":{"type":"Select","props":{"name":"store","placeholder":"View a different store","value":{"$bindState":"/store"},"items":["storeOpt1","storeOpt2","storeOpt3","storeOpt4"],"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/store","value":"downtown"}
+{"op":"add","path":"/elements/storeOpt1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt2","value":{"type":"SelectItem","props":{"value":"uptown","label":"Uptown"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Kiosk"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt4","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Mall"},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiSales","kpiBasket","kpiReturns"]}}
+{"op":"add","path":"/elements/kpiSales","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiSalesHeader","salesValue","salesProgress"]}}
+{"op":"add","path":"/elements/kpiSalesHeader","value":{"type":"CardHeader","props":{"title":"Sales Today","subtitle":"vs daily target"},"children":[]}}
+{"op":"add","path":"/elements/salesValue","value":{"type":"TextContent","props":{"text":"$12,450","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salesProgress","value":{"type":"Progress","props":{"value":83,"label":"83% of $15,000 target"},"children":[]}}
+{"op":"add","path":"/elements/kpiBasket","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiBasketHeader","basketValue","basketNote"]}}
+{"op":"add","path":"/elements/kpiBasketHeader","value":{"type":"CardHeader","props":{"title":"Avg Basket Size","subtitle":"per transaction"},"children":[]}}
+{"op":"add","path":"/elements/basketValue","value":{"type":"TextContent","props":{"text":"$34.20","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basketNote","value":{"type":"TextContent","props":{"text":"≈ 4.1 items per basket","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiReturns","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiReturnsHeader","returnsValue","returnsNote"]}}
+{"op":"add","path":"/elements/kpiReturnsHeader","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"all departments"},"children":[]}}
+{"op":"add","path":"/elements/returnsValue","value":{"type":"TextContent","props":{"text":"17","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returnsNote","value":{"type":"TextContent","props":{"text":"2.3% of transactions","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["trafficCard","weekCard"]}}
+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["trafficHeader","trafficChart"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"Foot Traffic","subtitle":"Visitors through the day"},"children":[]}}
+{"op":"add","path":"/elements/trafficChart","value":{"type":"LineChart","props":{"labels":["9AM","11AM","1PM","3PM","5PM","7PM","9PM"],"series":["trafficSeries"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/trafficSeries","value":{"type":"Series","props":{"category":"Visitors","values":[120,234,310,285,342,268,150]},"children":[]}}
+{"op":"add","path":"/elements/weekCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weekHeader","weekChart"]}}
+{"op":"add","path":"/elements/weekHeader","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/weekChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["thisWeek","lastWeek"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/thisWeek","value":{"type":"Series","props":{"category":"This Week","values":[11200,10800,11900,12450,15200,16800,9400]},"children":[]}}
+{"op":"add","path":"/elements/lastWeek","value":{"type":"Series","props":{"category":"Last Week","values":[10400,11300,10900,11700,14900,15800,10100]},"children":[]}}
+{"op":"add","path":"/elements/midRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bestSellersCard","outOfStockCard"]}}
+{"op":"add","path":"/elements/bestSellersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bsHeader","bsTable"]}}
+{"op":"add","path":"/elements/bsHeader","value":{"type":"CardHeader","props":{"title":"Best Sellers","subtitle":"Top 5 by units sold today"},"children":[]}}
+{"op":"add","path":"/elements/bsTable","value":{"type":"Table","props":{"columns":["bsRank","bsItem","bsUnits"]},"children":[]}}
+{"op":"add","path":"/elements/bsRank","value":{"type":"Col","props":{"label":"Rank","data":["#1","#2","#3","#4","#5"]},"children":[]}}
+{"op":"add","path":"/elements/bsItem","value":{"type":"Col","props":{"label":"Item","data":["Crew Socks (3-Pack)","Graphic Tee","Denim Jacket","Canvas Tote","Ribbed Beanie"]},"children":[]}}
+{"op":"add","path":"/elements/bsUnits","value":{"type":"Col","props":{"label":"Units","data":[128,96,74,61,55],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/outOfStockCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["oosHeader","oosList","reorderHeader","reorderList"]}}
+{"op":"add","path":"/elements/oosHeader","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"Tap reorder to place a purchase order"},"children":[]}}
+{"op":"add","path":"/elements/oosList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/outofstock","key":"id"},"children":["oosRow"]}}
+{"op":"add","path":"/elements/oosRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["oosInfo","reorderBtn"]}}
+{"op":"add","path":"/elements/oosInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["oosName","oosSku"]}}
+{"op":"add","path":"/elements/oosName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oosSku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderBtn","value":{"type":"Button","props":{"label":"Reorder","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","item":{"$item":"name"},"qty":50}}}},"children":[]}}
+{"op":"add","path":"/state/outofstock","value":[]}
+{"op":"add","path":"/state/outofstock/0","value":{"id":"oos-1","name":"Denim Jacket","sku":"DJ-402"}}
+{"op":"add","path":"/state/outofstock/1","value":{"id":"oos-2","name":"Canvas Tote","sku":"CT-118"}}
+{"op":"add","path":"/state/outofstock/2","value":{"id":"oos-3","name":"Ribbed Beanie","sku":"BN-077"}}
+{"op":"add","path":"/elements/reorderHeader","value":{"type":"TextContent","props":{"text":"Purchase orders placed","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorderList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorderRow"]}}
+{"op":"add","path":"/elements/reorderRow","value":{"type":"TextContent","props":{"text":{"$template":"• ${item} — qty ${qty}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/state/reorders/0","value":{"id":"ro-1","item":"Crew Socks (3-Pack)","qty":200}}
+{"op":"add","path":"/elements/promoCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["promoHeader","promoList"]}}
+{"op":"add","path":"/elements/promoHeader","value":{"type":"CardHeader","props":{"title":"Promotions","subtitle":"Performance of each running promotion vs goal"},"children":[]}}
+{"op":"add","path":"/elements/promoList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promoRow"]}}
+{"op":"add","path":"/elements/promoRow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promoName","promoProgress"]}}
+{"op":"add","path":"/elements/promoName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promoProgress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% of goal"}},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"promo-1","name":"BOGO on Socks","progress":78}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"promo-2","name":"20% Off Denim","progress":64}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"promo-3","name":"Double Member Points","progress":91}}
+{"op":"add","path":"/elements/lowerRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["registersCard","staffCard"]}}
+{"op":"add","path":"/elements/registersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["regHeader","regList"]}}
+{"op":"add","path":"/elements/regHeader","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Open / closed status"},"children":[]}}
+{"op":"add","path":"/elements/regList","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["regTag"]}}
+{"op":"add","path":"/elements/regTag","value":{"type":"Tag","props":{"text":{"$template":"${name} — ${status}"},"size":"md","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","status":"Open"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","status":"Open"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","status":"Closed"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4","status":"Open"}}
+{"op":"add","path":"/state/registers/4","value":{"id":"reg-5","name":"Register 5","status":"Closed"}}
+{"op":"add","path":"/elements/staffCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["staffHeader","staffList"]}}
+{"op":"add","path":"/elements/staffHeader","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"5 team members"},"children":[]}}
+{"op":"add","path":"/elements/staffList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["staffRow"]}}
+{"op":"add","path":"/elements/staffRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["staffAvatar","staffInfo"]}}
+{"op":"add","path":"/elements/staffAvatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/staffInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["staffName","staffRole"]}}
+{"op":"add","path":"/elements/staffName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/staffRole","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"st-1","name":"Alice Nguyen","role":"Store Manager","initials":"AN"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"st-2","name":"Marcus Lee","role":"Sales Associate","initials":"ML"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"st-3","name":"Priya Patel","role":"Sales Associate","initials":"PP"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"st-4","name":"Jordan Smith","role":"Cashier","initials":"JS"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"st-5","name":"Sam Rivera","role":"Stock & Inventory","initials":"SR"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..a160f58e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,116 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","store-row","kpi-row","traffic-card","week-card","lists-row","shift-promo-row","registers-card","reorders-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["header"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Console — Store Manager","subtitle":{"$template":"Viewing: ${/store} · Tuesday, June 10 · Live floor data"}},"children":[]}}
+{"op":"add","path":"/state/store","value":"Downtown Flagship"}
+{"op":"add","path":"/elements/store-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["store-label","store-select","store-note"]}}
+{"op":"add","path":"/elements/store-label","value":{"type":"TextContent","props":{"text":"**Switch store:**"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Choose a store","value":{"$bindState":"/store"},"size":"medium"},"children":[],"items":["si-1","si-2","si-3"]}}
+{"op":"add","path":"/elements/si-1","value":{"type":"SelectItem","props":{"value":"Downtown Flagship","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/si-2","value":{"type":"SelectItem","props":{"value":"Riverside Mall","label":"Riverside Mall"},"children":[]}}
+{"op":"add","path":"/elements/si-3","value":{"type":"SelectItem","props":{"value":"Airport Kiosk","label":"Airport Kiosk"},"children":[]}}
+{"op":"add","path":"/elements/store-note","value":{"type":"TextContent","props":{"text":"Pick another location to load its daily numbers.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns"]}}
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-sales-label","kpi-sales-value","kpi-sales-progress"]}}
+{"op":"add","path":"/elements/kpi-sales-label","value":{"type":"TextContent","props":{"text":"Sales Today vs Target","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sales-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/salesToday} of $${/salesTarget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/salesToday","value":4820}
+{"op":"add","path":"/state/salesTarget","value":6000}
+{"op":"add","path":"/elements/kpi-sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/salesPct"},"label":{"$template":"${/salesPct}% of daily target · pace: on track"}},"children":[]}}
+{"op":"add","path":"/state/salesPct","value":80}
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-basket-label","kpi-basket-value","kpi-basket-note"]}}
+{"op":"add","path":"/elements/kpi-basket-label","value":{"type":"TextContent","props":{"text":"Average Basket Size","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-basket-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/basketAvg} · ${/basketUnits} items"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/basketAvg","value":42.6}
+{"op":"add","path":"/state/basketUnits","value":3.2}
+{"op":"add","path":"/elements/kpi-basket-note","value":{"type":"TextContent","props":{"text":"Up 6% vs last Tuesday.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-returns-label","kpi-returns-value","kpi-returns-note"]}}
+{"op":"add","path":"/elements/kpi-returns-label","value":{"type":"TextContent","props":{"text":"Returns This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns-value","value":{"type":"TextContent","props":{"text":{"$template":"${/returnsWeek} returns"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/returnsWeek","value":23}
+{"op":"add","path":"/elements/kpi-returns-note","value":{"type":"TextContent","props":{"text":{"$template":"${/returnsDelta} vs last week · top reason: sizing"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/returnsDelta","value":"-8%"}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today","subtitle":"Visitors counted at entrance, per hour, 8am–9pm"}},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"LineChart","props":{"labels":["8am","9am","10am","11am","12pm","1pm","2pm","3pm","4pm","5pm","6pm","7pm","8pm","9pm"],"series":["traffic-series"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"}},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[14,26,48,72,105,132,148,139,121,96,78,61,42,24]},"children":[]}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["week-header","week-chart"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Net sales by day ($)"}},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-this","week-last"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"}},"children":[]}}
+{"op":"add","path":"/elements/week-this","value":{"type":"Series","props":{"category":"This Week","values":[720,815,790,905,980,1310,860]},"children":[]}}
+{"op":"add","path":"/elements/week-last","value":{"type":"Series","props":{"category":"Last Week","values":[690,770,745,860,910,1180,805]},"children":[]}}
+{"op":"add","path":"/elements/lists-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["bestsellers-card","oos-card"]}}
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["bs-header","bs-list"]}}
+{"op":"add","path":"/elements/bs-header","value":{"type":"CardHeader","props":{"title":"Best Sellers","subtitle":"Units sold today"}},"children":[]}}
+{"op":"add","path":"/elements/bs-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/bestSellers","key":"sku"},"children":["bs-row"]}}
+{"op":"add","path":"/elements/bs-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bs-name","bs-units"]}}
+{"op":"add","path":"/elements/bs-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/bs-units","value":{"type":"Badge","props":{"text":{"$template":"${units} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"sku":"BS-114","name":"Cold Brew 4-Pack","units":86}}
+{"op":"add","path":"/state/bestSellers/1","value":{"sku":"DY-201","name":"Organic Whole Milk 1L","units":74}}
+{"op":"add","path":"/state/bestSellers/2","value":{"sku":"BK-033","name":"Sourdough Loaf","units":61}}
+{"op":"add","path":"/state/bestSellers/3","value":{"sku":"DY-145","name":"Salted Butter 250g","units":52}}
+{"op":"add","path":"/elements/oos-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["oos-header","oos-list","reorder-dialog"]}}
+{"op":"add","path":"/elements/oos-header","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"Use Reorder to place a purchase order"}},"children":[]}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/outOfStock","key":"sku"},"children":["oos-row"]}}
+{"op":"add","path":"/elements/oos-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["oos-info","oos-reorder-btn"]}}
+{"op":"add","path":"/elements/oos-info","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${sku}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oos-reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","item":{"$item":"name"},"qty":24,"status":"Ordered"}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"sku":"DY-078","name":"Free-Range Eggs (dozen)"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"sku":"PN-220","name":"Basmati Rice 5kg"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"sku":"BV-310","name":"Sparkling Water 12-Pack"}}
+{"op":"add","path":"/elements/reorder-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Reorder Another Item","title":"Place Reorder","description":"Pick a product and quantity; the order goes straight to purchasing.","triggerVariant":"outline"},"children":[],"content":["rd-select-fc","rd-qty-fc","rd-btn"]}}
+{"op":"add","path":"/elements/rd-select-fc","value":{"type":"FormControl","props":{"label":"Item","input":"rd-select"},"children":[]}}
+{"op":"add","path":"/elements/rd-select","value":{"type":"Select","props":{"name":"reorderItem","placeholder":"Select product","value":{"$bindState":"/reorder/item"}},"children":[],"items":["rdi-1","rdi-2","rdi-3"]}}
+{"op":"add","path":"/elements/rdi-1","value":{"type":"SelectItem","props":{"value":"Greek Yogurt 1kg","label":"Greek Yogurt 1kg"},"children":[]}}
+{"op":"add","path":"/elements/rdi-2","value":{"type":"SelectItem","props":{"value":"Paper Towels 6-Pack","label":"Paper Towels 6-Pack"},"children":[]}}
+{"op":"add","path":"/elements/rdi-3","value":{"type":"SelectItem","props":{"value":"Dark Chocolate Bar","label":"Dark Chocolate Bar"},"children":[]}}
+{"op":"add","path":"/state/reorder/item","value":"Greek Yogurt 1kg"}
+{"op":"add","path":"/elements/rd-qty-fc","value":{"type":"FormControl","props":{"label":"Quantity","input":"rd-qty","hint":"Standard case size is 24"},"children":[]}}
+{"op":"add","path":"/elements/rd-qty","value":{"type":"Input","props":{"name":"reorderQty","type":"number","placeholder":"24","value":{"$bindState":"/reorder/qty"}},"children":[]}}
+{"op":"add","path":"/state/reorder/qty","value":"24"}
+{"op":"add","path":"/elements/rd-btn","value":{"type":"Button","props":{"label":"Submit Reorder","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","item":{"$state":"/reorder/item"},"qty":{"$state":"/reorder/qty"},"status":"Ordered"}}}},"children":[]}}
+{"op":"add","path":"/elements/shift-promo-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["shift-card","promo-card"]}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"5 team members scheduled"}},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/staff","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["shift-name","shift-time"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${role}"}},"children":[]}}
+{"op":"add","path":"/elements/shift-time","value":{"type":"Tag","props":{"text":{"$item":"hours"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"st-1","name":"Maya Chen","role":"Store Lead","hours":"7:00–15:30"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"st-2","name":"DeShawn Carter","role":"Cashier","hours":"8:00–16:00"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"st-3","name":"Priya Nair","role":"Floor / Replenishment","hours":"9:00–17:00"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"st-4","name":"Tom Okafor","role":"Cashier","hours":"12:00–20:30"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"st-5","name":"Lucia Gomez","role":"Closing Lead","hours":"13:00–21:30"}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["promo-header","promo-list"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"Promotion Performance","subtitle":"Redemption progress vs campaign goal"}},"children":[]}}
+{"op":"add","path":"/elements/promo-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-row"]}}
+{"op":"add","path":"/elements/promo-row","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["promo-name","promo-progress"]}}
+{"op":"add","path":"/elements/promo-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${note}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promo-progress","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"${pct}% of goal"}},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"pr-1","name":"Weekend BOGO — Bakery","note":"312 of 400 redemptions","pct":78}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"pr-2","name":"Loyalty Double Points","note":"1,920 of 3,000 enrolments","pct":64}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"pr-3","name":"Summer Drinks Bundle","note":"168 of 410 bundles","pct":41}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["reg-header","reg-list"]}}
+{"op":"add","path":"/elements/reg-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Live open/closed status by lane"}},"children":[]}}
+{"op":"add","path":"/elements/reg-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/registers","key":"id"},"children":["reg-row"]}}
+{"op":"add","path":"/elements/reg-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reg-name","reg-status"]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"TextContent","props":{"text":{"$template":"Register ${num} — ${cashier}"}},"children":[]}}
+{"op":"add","path":"/elements/reg-status","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"open"},"$then":"Open","$else":"Closed"},"variant":{"$cond":{"$item":"open"},"$then":"success","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"rg-1","num":"1","cashier":"Maya C.","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"rg-2","num":"2","cashier":"DeShawn C.","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"rg-3","num":"3","cashier":"Unassigned","open":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"rg-4","num":"4","cashier":"Tom O.","open":true}}
+{"op":"add","path":"/elements/reorders-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["reo-header","reo-list"]}}
+{"op":"add","path":"/elements/reo-header","value":{"type":"CardHeader","props":{"title":"Reorders Placed Today","subtitle":"Purchase orders sent to suppliers from this console"}},"children":[]}}
+{"op":"add","path":"/elements/reo-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reo-row"]}}
+{"op":"add","path":"/elements/reo-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reo-text","reo-tag"]}}
+{"op":"add","path":"/elements/reo-text","value":{"type":"TextContent","props":{"text":{"$template":"${item} × ${qty}"}},"children":[]}}
+{"op":"add","path":"/elements/reo-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/state/reorders/0","value":{"id":"ro-1","item":"Oat Milk 1L","qty":48,"status":"Delivered 9:40 AM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..8b7f4fb16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","kpis","charts-row","customers-table-card","risk-card","payments-card","adoption-card","bottom-row"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","period-select"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Admin Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Company health at a glance — revenue, customers, risk, and adoption.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","placeholder":"Reporting period","value":{"$bindState":"/period"}},"children":["p-7","p-30","p-90","p-365"]}}
+{"op":"add","path":"/state/period","value":"Last 90 days"}
+{"op":"add","path":"/elements/p-7","value":{"type":"SelectItem","props":{"value":"Last 7 days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/p-30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/p-90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/p-365","value":{"type":"SelectItem","props":{"value":"Last 12 months","label":"Last 12 months"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-delta"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/mrr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-delta","value":{"type":"Tag","props":{"text":"+4.2% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-delta"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/arr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-delta","value":{"type":"Tag","props":{"text":"+31% YoY","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-delta"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/churn}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-delta","value":{"type":"Tag","props":{"text":"14 accounts lost","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-value","kpi-nps-delta"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/nps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-delta","value":{"type":"Tag","props":{"text":"+6 vs last quarter","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"412,800","arr":"4,953,600","churn":2.1,"nps":52}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["signups-card","plans-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New Signups","subtitle":"Weekly signups over the past 90 days"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"],"series":["signups-series"],"xLabel":"Week","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[42,55,48,61,73,66,80,74,91,88,97,104,112]},"children":[]}}
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plans-header","plans-chart"]}}
+{"op":"add","path":"/elements/plans-header","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Distribution of active accounts"},"children":[]}}
+{"op":"add","path":"/elements/plans-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[312,188,96,41],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/customers-table-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["customers-header","customers-table"]}}
+{"op":"add","path":"/elements/customers-header","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"Largest accounts by monthly spend"},"children":[]}}
+{"op":"add","path":"/elements/customers-table","value":{"type":"Table","props":{"columns":["col-customer","col-plan","col-seats","col-spend"]},"children":[]}}
+{"op":"add","path":"/elements/col-customer","value":{"type":"Col","props":{"label":"Customer","data":["Acme Corp","Globex","Initech","Umbrella Inc","Hooli","Stark Industries","Wayne Enterprises","Massive Dynamic","Cyberdyne","Soylent Co"]},"children":[]}}
+{"op":"add","path":"/elements/col-plan","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Business","Enterprise","Business","Enterprise","Enterprise","Business","Business","Growth"]},"children":[]}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Seats","type":"number","data":[420,380,210,195,160,150,140,120,95,80]},"children":[]}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Monthly Spend","data":["$18,400","$16,900","$9,200","$8,750","$7,100","$6,800","$6,400","$5,300","$4,450","$3,100"]},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Accounts showing churn signals"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"ListBlock","props":{"items":["risk-1","risk-2","risk-3","risk-4"]},"children":[]}}
+{"op":"add","path":"/elements/risk-1","value":{"type":"ListItem","props":{"title":"Globex — usage down 62% in 30 days","subtitle":"Champion left the company; no admin activity in 3 weeks"},"children":[]}}
+{"op":"add","path":"/elements/risk-2","value":{"type":"ListItem","props":{"title":"Initech — 3 unresolved support tickets","subtitle":"Escalated billing dispute, sentiment negative"},"children":[]}}
+{"op":"add","path":"/elements/risk-3","value":{"type":"ListItem","props":{"title":"Cyberdyne — contract renewal in 14 days","subtitle":"Requested pricing reduction; evaluating competitor"},"children":[]}}
+{"op":"add","path":"/elements/risk-4","value":{"type":"ListItem","props":{"title":"Soylent Co — seat utilization at 28%","subtitle":"Onboarding stalled; only 22 of 80 seats active"},"children":[]}}
+{"op":"add","path":"/elements/payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["payments-header","payments-repeat"]}}
+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry a payment to remove it from this list"},"children":[]}}
+{"op":"add","path":"/elements/payments-repeat","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-info","payment-retry"]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"fp1","customer":"Vandelay Industries","amount":"$1,240","reason":"Card declined — insufficient funds"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"fp2","customer":"Gringotts Ltd","amount":"$860","reason":"Card expired"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"fp3","customer":"Bluth Company","amount":"$2,150","reason":"Bank rejected — do not honor"}}
+{"op":"add","path":"/elements/payment-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["payment-name","payment-reason"]}}
+{"op":"add","path":"/elements/payment-name","value":{"type":"TextContent","props":{"text":{"$template":"${customer} — ${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/payment-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/payment-retry","value":{"type":"Button","props":{"label":"Retry","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/failedPayments","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoption-header","adoption-1","adoption-2","adoption-3"]}}
+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"New Feature Adoption","subtitle":"Share of active accounts using each of the three newest features"},"children":[]}}
+{"op":"add","path":"/elements/adoption-1","value":{"type":"Progress","props":{"value":64,"label":"AI Report Builder — 64%"},"children":[]}}
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+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["seats-card","invite-card"]}}
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+{"op":"add","path":"/elements/seats-header","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Active seats vs. purchased, company-wide"},"children":[]}}
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+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-buttons","fields":["invite-email-field","invite-name-field"]},"children":[]}}
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+{"op":"add","path":"/elements/invite-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Smith","value":{"$bindState":"/invite/name"}},"children":[]}}
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+{"op":"add","path":"/elements/invite-sent","value":{"type":"Callout","props":{"variant":"success","title":"Invite sent","description":"The admin invitation has been emailed."},"visible":{"$state":"/invite/sent"},"children":[]}}
+{"op":"add","path":"/elements/invite-card/children/2","value":"invite-sent"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..cee999780
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-card","metrics-row","charts-row","table-card","risk-card","payments-card","adoption-card","seat-card","invite-card"]}}
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+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"SaaS company health dashboard"},"children":[]}}
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+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-365","value":{"type":"SelectItem","props":{"value":"365d","label":"Last 12 months"},"children":[]}}
+{"op":"add","path":"/state/period","value":"90d"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["mrr-card","arr-card","churn-card","nps-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mrr-label","mrr-value","mrr-sub"]}}
+{"op":"add","path":"/elements/mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/mrr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-sub","value":{"type":"Tag","props":{"text":"+4.2% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/arr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["arr-label","arr-value","arr-sub"]}}
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+{"op":"add","path":"/elements/arr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/arr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-sub","value":{"type":"Tag","props":{"text":"+18% YoY","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["churn-label","churn-value","churn-sub"]}}
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+{"op":"add","path":"/elements/churn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/churn}%"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/nps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nps-sub","value":{"type":"Tag","props":{"text":"+6 vs last quarter","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"184,200","arr":"2,210,400","churn":2.1,"nps":47}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["signups-card","plan-card"]}}
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+{"op":"add","path":"/elements/plan-header","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Active accounts"},"children":[]}}
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+{"op":"add","path":"/elements/risk-list","value":{"type":"ListBlock","props":{"items":["risk-item"]},"repeat":{"statePath":"/atRisk","key":"id"},"children":[]}}
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+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry to attempt collection again"},"children":[]}}
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+{"op":"add","path":"/elements/invite-header","value":{"type":"CardHeader","props":{"title":"Invite an Admin","subtitle":"Current admins listed below"},"children":[]}}
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+{"op":"add","path":"/elements/invite-input","value":{"type":"Input","props":{"name":"inviteEmail","placeholder":"colleague@company.com","type":"email","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/elements/invite-btn","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/admins","value":{"$state":"/inviteEmail"},"clearStatePath":"/inviteEmail"}}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/admin-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/admins"}},"children":[]}}
+{"op":"add","path":"/state/admins","value":["sarah@acme.com","david@acme.com","priya@acme.com"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..a0ea1ba82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,91 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","charts-row","table-card","risk-card","payments-card","adoption-card","util-card","invite-card"]}}
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+{"op":"add","path":"/state/reportingPeriod","value":"last-90"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["m-mrr","m-arr","m-churn","m-nps"]}}
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+{"op":"add","path":"/elements/m-nps-val","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/nps"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"gap":"s"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Health score dropped below threshold"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["risk-text","risk-tag"]}}
+{"op":"add","path":"/elements/risk-text","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${reason}"}},"children":[]}}
+{"op":"add","path":"/elements/risk-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"r1","name":"Soylent Co","reason":"Usage down 62% over 30 days; champion left the company","severity":"High"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"r2","name":"Vandelay Industries","reason":"Contract renewal in 21 days, no engagement on QBR invites","severity":"High"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"r3","name":"Hooli","reason":"Open support tickets unresolved for 3+ weeks","severity":"Medium"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"r4","name":"Acme Logistics","reason":"Seat utilization below 30% for two consecutive months","severity":"Medium"}}
+{"op":"add","path":"/elements/payments-card","value":{"type":"Card","props":{"gap":"s"},"children":["payments-header","payments-list"]}}
+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry a charge directly from this list"},"children":[]}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-item"]}}
+{"op":"add","path":"/elements/payment-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["payment-text","payment-retry"]}}
+{"op":"add","path":"/elements/payment-text","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** — ${amount} · ${reason}"}},"children":[]}}
+{"op":"add","path":"/elements/payment-retry","value":{"type":"Button","props":{"label":"Retry charge","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/failedPayments","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"f1","customer":"Globex Corp","amount":"$12,900","reason":"Card declined — insufficient funds"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"f2","customer":"Stark Industries","amount":"$8,200","reason":"Expired card on file"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"f3","customer":"Wayne Enterprises","amount":"$6,800","reason":"Bank rejected ACH debit"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"f4","customer":"Initech","amount":"$11,250","reason":"3DS authentication failed"}}
+{"op":"add","path":"/elements/adoption-card","value":{"type":"Card","props":{"gap":"s"},"children":["adoption-header","adoption-chart"]}}
+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"New Feature Adoption","subtitle":"% of active accounts using each of the three newest features"},"children":[]}}
+{"op":"add","path":"/elements/adoption-chart","value":{"type":"HorizontalBarChart","props":{"labels":["AI Report Builder","Slack Notifications","Custom Roles & Permissions"],"series":["adoption-series"],"xLabel":"Adoption %","yLabel":"Feature"},"children":[]}}
+{"op":"add","path":"/elements/adoption-series","value":{"type":"Series","props":{"category":"Adoption %","values":[34,58,21]},"children":[]}}
+{"op":"add","path":"/elements/util-card","value":{"type":"Card","props":{"gap":"s"},"children":["util-header","util-text","util-bar"]}}
+{"op":"add","path":"/elements/util-header","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Active seats vs. total provisioned across all customers"},"children":[]}}
+{"op":"add","path":"/elements/util-text","value":{"type":"TextContent","props":{"text":{"$template":"${/seats/active} of ${/seats/total} seats active (${/seats/pct}%)"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/util-bar","value":{"type":"Progress","props":{"value":{"$state":"/seats/pct"},"label":"Overall seat utilization"},"children":[]}}
+{"op":"add","path":"/state/seats","value":{"active":"18,420","total":"24,900","pct":74}}
+{"op":"add","path":"/elements/invite-card","value":{"type":"Card","props":{"gap":"s"},"children":["invite-header","invite-dialog"]}}
+{"op":"add","path":"/elements/invite-header","value":{"type":"CardHeader","props":{"title":"Team Access","subtitle":"Invite another admin to this workspace"},"children":[]}}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite a new admin","description":"They'll receive an email with a link to join this workspace.","content":["invite-form"]}},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteForm","buttons":"invite-buttons","fields":["invite-email-fc","invite-name-fc"]},"children":[]}}
+{"op":"add","path":"/elements/invite-email-fc","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email","hint":"Work email required"},"children":[]}}
+{"op":"add","path":"/elements/invite-email","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"colleague@company.com","value":{"$bindState":"/invite/email"}},"children":[]}}
+{"op":"add","path":"/elements/invite-name-fc","value":{"type":"FormControl","props":{"label":"Full name","input":"invite-name"},"children":[]}}
+{"op":"add","path":"/elements/invite-name","value":{"type":"Input","props":{"name":"name","type":"text","placeholder":"Jane Doe","value":{"$bindState":"/invite/name"}},"children":[]}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit"]},"children":[]}}
+{"op":"add","path":"/elements/invite-submit","value":{"type":"Button","props":{"label":"Send invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/invites","value":{"id":"$id","email":{"$state":"/invite/email"},"name":{"$state":"/invite/name"}},"clearStatePath":"/invite/email"}}},"children":[]}}
+{"op":"add","path":"/state/invite/email","value":""}
+{"op":"add","path":"/state/invite/name","value":""}
+{"op":"add","path":"/state/invites","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..fa98af019
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,91 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","kpi-row","charts-row","table-card","risk-card","payments-card","adoption-card","bottom-row"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","period-select"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"Acme SaaS — company health at a glance"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","placeholder":"Reporting period","value":{"$bindState":"/period"},"items":["period-30","period-90","period-12m"],"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-12m","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 months"},"children":[]}}
+{"op":"add","path":"/state/period","value":"90d"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-tag"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/mrr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-tag","value":{"type":"Tag","props":{"text":"+4.2% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/mrr","value":"184,320"}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-tag"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/arr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-tag","value":{"type":"Tag","props":{"text":"+18.6% YoY","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/arr","value":"2,211,840"}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-tag"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/churnRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-tag","value":{"type":"Tag","props":{"text":"9 accounts lost","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/churnRate","value":2.1}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-value","kpi-nps-tag"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-value","value":{"type":"TextContent","props":{"text":{"$state":"/nps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-tag","value":{"type":"Tag","props":{"text":"312 responses","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/nps","value":47}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["signups-card","plans-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New Signups — Past 90 Days","subtitle":"Weekly new accounts"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"],"series":["signups-series"],"variant":"natural","xLabel":"Week","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[42,55,48,61,73,66,80,74,91,88,97,104,112]},"children":[]}}
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plans-header","plans-chart"]}}
+{"op":"add","path":"/elements/plans-header","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Active subscriptions"},"children":[]}}
+{"op":"add","path":"/elements/plans-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[412,268,141,53],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/table-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["table-header","top-table"]}}
+{"op":"add","path":"/elements/table-header","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"Largest accounts by monthly spend"},"children":[]}}
+{"op":"add","path":"/elements/top-table","value":{"type":"Table","props":{"columns":["col-customer","col-plan","col-seats","col-spend"]},"children":[]}}
+{"op":"add","path":"/elements/col-customer","value":{"type":"Col","props":{"label":"Customer","data":["Globex Corp","Initech","Umbrella Inc","Hooli","Stark Industries","Wayne Enterprises","Acme Co","Massive Dynamic","Cyberdyne Systems","Soylent Corp"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-plan","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Business","Enterprise","Enterprise","Business","Growth","Enterprise","Business","Growth"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Seats","data":[480,350,210,195,180,160,140,125,110,95],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Monthly Spend","data":["$9,600","$7,000","$4,410","$3,900","$3,600","$3,360","$2,380","$2,500","$2,310","$1,615"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Health score below threshold"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-info","risk-tag"]}}
+{"op":"add","path":"/elements/risk-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${reason}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"r1","name":"Vandelay Industries","reason":"Login activity down 78% in 30 days","severity":"High"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"r2","name":"Bluth Company","reason":"Champion left the company, no new admin","severity":"High"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"r3","name":"Prestige Worldwide","reason":"Support tickets up 3x, unresolved billing dispute","severity":"Medium"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"r4","name":"Dunder Mifflin","reason":"Only 22% seat utilization over 60 days","severity":"Medium"}}
+{"op":"add","path":"/elements/payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["payments-header","payments-list"]}}
+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry to recover revenue"},"children":[]}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["pay-info","pay-retry"]}}
+{"op":"add","path":"/elements/pay-info","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** — ${amount} · ${reason}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/pay-retry","value":{"type":"Button","props":{"label":"Retry","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/failedPayments","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"p1","customer":"Globex Corp","amount":"$9,600","reason":"Card expired","retried":false}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"p2","customer":"Soylent Corp","amount":"$1,615","reason":"Insufficient funds","retried":false}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"p3","customer":"Cyberdyne Systems","amount":"$2,310","reason":"Bank declined (do not honor)","retried":false}}
+{"op":"add","path":"/elements/adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["adoption-header","adoption-chart"]}}
+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"New Feature Adoption","subtitle":"% of active accounts using each of the 3 newest features"},"children":[]}}
+{"op":"add","path":"/elements/adoption-chart","value":{"type":"HorizontalBarChart","props":{"labels":["AI Report Builder","Slack Integration","Custom Roles & Permissions"],"series":["adoption-series"],"variant":"grouped","yLabel":"Adoption %"},"children":[]}}
+{"op":"add","path":"/elements/adoption-series","value":{"type":"Series","props":{"category":"Adoption %","values":[34,58,21]},"children":[]}}
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["seats-card","invite-card"]}}
+{"op":"add","path":"/elements/seats-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["seats-header","seats-progress","seats-note"]}}
+{"op":"add","path":"/elements/seats-header","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Company-wide"},"children":[]}}
+{"op":"add","path":"/elements/seats-progress","value":{"type":"Progress","props":{"value":{"$state":"/seatUtilization"},"label":{"$template":"${/seatsUsed} of ${/seatsTotal} seats active (${/seatUtilization}%)"}},"children":[]}}
+{"op":"add","path":"/elements/seats-note","value":{"type":"TextContent","props":{"text":"Utilization below 60% on 14 accounts — consider right-sizing at renewal.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/seatUtilization","value":71}
+{"op":"add","path":"/state/seatsUsed","value":4820}
+{"op":"add","path":"/state/seatsTotal","value":6790}
+{"op":"add","path":"/elements/invite-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["invite-header","invite-form"]}}
+{"op":"add","path":"/elements/invite-header","value":{"type":"CardHeader","props":{"title":"Invite an Admin","subtitle":"Grant another teammate admin access"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-buttons","fields":["invite-email-field","invite-role-field"]},"children":[]}}
+{"op":"add","path":"/elements/invite-email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email","hint":"They'll receive an invitation link by email"},"children":[]}}
+{"op":"add","path":"/elements/invite-email","value":{"type":"Input","props":{"name":"adminEmail","type":"email","placeholder":"teammate@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-role-field","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role"},"children":[]}}
+{"op":"add","path":"/elements/invite-role","value":{"type":"Select","props":{"name":"adminRole","placeholder":"Select role","items":["role-admin","role-billing","role-readonly"],"value":{"$bindState":"/inviteRole"}},"children":[]}}
+{"op":"add","path":"/elements/role-admin","value":{"type":"SelectItem","props":{"value":"admin","label":"Full Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-readonly","value":{"type":"SelectItem","props":{"value":"readonly","label":"Read-only"},"children":[]}}
+{"op":"add","path":"/state/inviteRole","value":"admin"}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit"]},"children":[]}}
+{"op":"add","path":"/elements/invite-submit","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/invitedAdmins","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":{"$state":"/inviteRole"}},"clearStatePath":"/inviteEmail"}}},"children":[]}}
+{"op":"add","path":"/state/invitedAdmins","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..ca1b17cc5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r1.txt
@@ -0,0 +1,156 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","row-kpis","row-charts","row-incidents","row-ops","row-forms","row-planning"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","weather-chip"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live overview — all districts"},"children":[]}}
+{"op":"add","path":"/elements/weather-chip","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["weather-text"]}}
+{"op":"add","path":"/elements/weather-text","value":{"type":"TextContent","props":{"text":{"$template":"🌦 ${/weather/condition} · ${/weather/temp}°C · Wind ${/weather/wind} km/h · Humidity ${/weather/humidity}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"condition":"Partly Cloudy","temp":18,"wind":14,"humidity":62}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["district-control"]}}
+{"op":"add","path":"/elements/district-control","value":{"type":"FormControl","props":{"label":"Focus district","input":"district-select","hint":"Filters the incident feed headline"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","items":["di-all","di-north","di-south","di-east","di-west","di-downtown"],"placeholder":"All districts","value":{"$bindState":"/district"}},"children":[]}}
+{"op":"add","path":"/elements/di-all","value":{"type":"SelectItem","props":{"value":"all","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/di-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/di-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/di-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/di-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/di-downtown","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown"},"children":[]}}
+{"op":"add","path":"/state/district","value":"all"}
+{"op":"add","path":"/elements/row-kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-congestion","kpi-transit","kpi-water","kpi-parking","kpi-backlog"]}}
+{"op":"add","path":"/elements/kpi-congestion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-congestion-h","kpi-congestion-p","kpi-congestion-t"]}}
+{"op":"add","path":"/elements/kpi-congestion-h","value":{"type":"CardHeader","props":{"title":"Congestion now","subtitle":"Citywide traffic index"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-parking-p","value":{"type":"Progress","props":{"value":{"$state":"/parking/availablePct"},"label":"Availability %"},"children":[]}}
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+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","title":"Water main break","location":"Elm St & 4th, North","severity":"high","time":"09:15"}}
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+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","title":"Fallen tree blocking road","location":"Riverside Dr, West","severity":"medium","time":"10:05"}}
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+{"op":"add","path":"/state/vehicles/2","value":{"id":"v3","unit":"Unit 27","type":"Police","location":"Market Square","status":"En route"}}
+{"op":"add","path":"/state/vehicles/3","value":{"id":"v4","unit":"Engine 7","type":"Fire","location":"Station 7, North","status":"Available"}}
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+{"op":"add","path":"/state/reports","value":[]}
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+{"op":"add","path":"/state/reports/3","value":{"id":"r4","text":"Noise complaint — construction","location":"Hill Rd, West","category":"Noise","time":"09:51"}}
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+{"op":"add","path":"/state/events","value":[]}
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+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Open-air Concert","day":"Sunday 18:00","location":"Greenfield Park, East","attendance":"8,000"}}
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+{"op":"add","path":"/elements/roadworks-h","value":{"type":"CardHeader","props":{"title":"Roadworks planned this month","subtitle":"Scheduled closures & lane reductions"},"children":[]}}
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+{"op":"add","path":"/state/roadworks/1","value":{"id":"w2","road":"Elm St","work":"Water main replacement","dates":"Jun 5–21","impact":"Closure"}}
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+{"op":"add","path":"/state/roadworks/3","value":{"id":"w4","road":"Central Ave","work":"Signal upgrade","dates":"Jun 17–19","impact":"Night work"}}
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+{"op":"add","path":"/elements/maint-h","value":{"type":"CardHeader","props":{"title":"Infrastructure maintenance due","subtitle":"Next 14 days"},"children":[]}}
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+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Pump Station 3","task":"Bearing inspection","location":"South","due":"Overdue"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Substation B12","task":"Transformer service","location":"East","due":"Jun 6"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"Pedestrian Bridge 8","task":"Structural check","location":"Downtown","due":"Jun 10"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","asset":"Water Tower North","task":"Tank cleaning","location":"North","due":"Jun 14"}}
+{"op":"add","path":"/elements/row-forms","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["dispatch-card","alert-card"]}}
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+{"op":"add","path":"/elements/dispatch-crew-fc","value":{"type":"FormControl","props":{"label":"Crew","input":"dispatch-crew"},"children":[]}}
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+{"op":"add","path":"/elements/crew-a","value":{"type":"SelectItem","props":{"value":"roads","label":"Roads Crew A"},"children":[]}}
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+{"op":"add","path":"/elements/crew-c","value":{"type":"SelectItem","props":{"value":"electrical","label":"Electrical Crew C"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["dispatch-btn"]},"children":[]}}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"Dispatch crew","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/dispatches","value":{"id":"$id","crew":{"$state":"/dispatch/crew"},"location":{"$state":"/dispatch/location"},"notes":{"$state":"/dispatch/notes"},"time":"now"},"clearStatePath":"/dispatch/location"}}},"children":[]}}
+{"op":"add","path":"/state/dispatch","value":{"crew":"","location":"","notes":""}}
+{"op":"add","path":"/state/dispatches","value":[]}
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+{"op":"add","path":"/elements/alert-h","value":{"type":"CardHeader","props":{"title":"Send public alert","subtitle":"Broadcast to residents"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alertForm","buttons":"alert-buttons","fields":["alert-level-fc","alert-msg-fc"]},"children":[]}}
+{"op":"add","path":"/elements/alert-level-fc","value":{"type":"FormControl","props":{"label":"Severity","input":"alert-level"},"children":[]}}
+{"op":"add","path":"/elements/alert-level","value":{"type":"Select","props":{"name":"level","items":["al-info","al-warn","al-emerg"],"placeholder":"Select severity","value":{"$bindState":"/alert/level"}},"children":[]}}
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+{"op":"add","path":"/elements/al-emerg","value":{"type":"SelectItem","props":{"value":"emergency","label":"Emergency"},"children":[]}}
+{"op":"add","path":"/elements/alert-msg-fc","value":{"type":"FormControl","props":{"label":"Message","input":"alert-msg"},"children":[]}}
+{"op":"add","path":"/elements/alert-msg","value":{"type":"TextArea","props":{"name":"message","placeholder":"Alert message to broadcast…","rows":3,"value":{"$bindState":"/alert/message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-btn"]},"children":[]}}
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+{"op":"add","path":"/state/alert","value":{"level":"","message":"","sent":false}}
+{"op":"add","path":"/elements/alert-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Alert broadcast","description":"Your message has been sent to all subscribed channels."},"visible":{"$state":"/alert/sent"},"children":[]}}
+{"op":"add","path":"/elements/row-planning","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dispatchlog-h","dispatchlog-list"]}}
+{"op":"add","path":"/elements/dispatchlog-h","value":{"type":"CardHeader","props":{"title":"Recent dispatches","subtitle":"Crews sent this session"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..59acde539
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r2.txt
@@ -0,0 +1,120 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpis","focus-row","charts-row","lists-row","ops-row","planning-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live overview — all districts, updated 2 min ago"}}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-weather","kpi-congestion","kpi-transit","kpi-water"]}}
+{"op":"add","path":"/elements/kpi-weather","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-weather-t","kpi-weather-d"]}}
+{"op":"add","path":"/elements/kpi-weather-t","value":{"type":"TextContent","props":{"text":{"$state":"/weather/summary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"summary":"18°C · Partly Cloudy","detail":"Wind 14 km/h NW · Humidity 62% · Rain chance 20% this evening"}}
+{"op":"add","path":"/elements/kpi-weather-d","value":{"type":"TextContent","props":{"text":{"$state":"/weather/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-congestion","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-cong-t","kpi-cong-d"]}}
+{"op":"add","path":"/elements/kpi-cong-t","value":{"type":"TextContent","props":{"text":{"$state":"/congestion/level"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/congestion","value":{"level":"Congestion: 64%","detail":"Moderate-heavy on Ring Rd & Harbor Bridge · avg speed 28 km/h"}}
+{"op":"add","path":"/elements/kpi-cong-d","value":{"type":"TextContent","props":{"text":{"$state":"/congestion/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-transit","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-transit-t","kpi-transit-d"]}}
+{"op":"add","path":"/elements/kpi-transit-t","value":{"type":"TextContent","props":{"text":{"$state":"/transit/summary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/transit","value":{"summary":"Transit On-Time: 91%","detail":"Metro 95% · Bus 88% · Tram 90% — 3 delayed lines"}}
+{"op":"add","path":"/elements/kpi-transit-d","value":{"type":"TextContent","props":{"text":{"$state":"/transit/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-water","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-water-t","kpi-water-d"]}}
+{"op":"add","path":"/elements/kpi-water-t","value":{"type":"TextContent","props":{"text":{"$state":"/water/summary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/water","value":{"summary":"Water Today: 412 ML","detail":"6% below typical Tuesday · reservoir level 78%"}}
+{"op":"add","path":"/elements/kpi-water-d","value":{"type":"TextContent","props":{"text":{"$state":"/water/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/focus-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["focus-label","focus-select","alert-form"]}}
+{"op":"add","path":"/elements/focus-label","value":{"type":"TextContent","props":{"text":"**Focus district:**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/focus-select","value":{"type":"Select","props":{"name":"district","placeholder":"All districts","value":{"$bindState":"/focusDistrict"},"items":["focus-i0","focus-i1","focus-i2","focus-i3","focus-i4","focus-i5"]},"children":[]}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+{"op":"add","path":"/elements/focus-i0","value":{"type":"SelectItem","props":{"value":"all","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/focus-i1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown"},"children":[]}}
+{"op":"add","path":"/elements/focus-i2","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside"},"children":[]}}
+{"op":"add","path":"/elements/focus-i3","value":{"type":"SelectItem","props":{"value":"northgate","label":"Northgate"},"children":[]}}
+{"op":"add","path":"/elements/focus-i4","value":{"type":"SelectItem","props":{"value":"oldtown","label":"Old Town"},"children":[]}}
+{"op":"add","path":"/elements/focus-i5","value":{"type":"SelectItem","props":{"value":"harbor","label":"Harbor"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["alert-input","alert-btn"]}}
+{"op":"add","path":"/elements/alert-input","value":{"type":"Input","props":{"name":"alertMsg","placeholder":"Public alert message…","value":{"$bindState":"/alertMsg"}},"children":[]}}
+{"op":"add","path":"/state/alertMsg","value":""}
+{"op":"add","path":"/elements/alert-btn","value":{"type":"Button","props":{"label":"Send Public Alert","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentAlerts","value":{"id":"$id","message":{"$state":"/alertMsg"},"district":{"$state":"/focusDistrict"}},"clearStatePath":"/alertMsg"}}},"children":[]}}
+{"op":"add","path":"/state/sentAlerts","value":[]}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["air-card","energy-card","parking-card","backlog-card"]}}
+{"op":"add","path":"/elements/air-card","value":{"type":"Card","props":{"gap":"s"},"children":["air-head","air-chart","air-s1"]}}
+{"op":"add","path":"/elements/air-head","value":{"type":"CardHeader","props":{"title":"Air Quality by District (AQI)"}}}
+{"op":"add","path":"/elements/air-chart","value":{"type":"BarChart","props":{"labels":["Downtown","Riverside","Northgate","Old Town","Harbor"],"series":["air-s1"],"yLabel":"AQI"},"children":[]}}
+{"op":"add","path":"/elements/air-s1","value":{"type":"Series","props":{"category":"AQI","values":[72,45,38,55,81]},"children":[]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"gap":"s"},"children":["energy-head","energy-chart","energy-s1"]}}
+{"op":"add","path":"/elements/energy-head","value":{"type":"CardHeader","props":{"title":"Energy Use — Past 7 Days (GWh)"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-s1"],"variant":"natural","yLabel":"GWh"},"children":[]}}
+{"op":"add","path":"/elements/energy-s1","value":{"type":"Series","props":{"category":"Consumption","values":[4.2,4.5,4.1,4.6,4.9,3.8,3.5]},"children":[]}}
+{"op":"add","path":"/elements/parking-card","value":{"type":"Card","props":{"gap":"s"},"children":["parking-head","parking-p1","parking-p2","parking-p3"]}}
+{"op":"add","path":"/elements/parking-head","value":{"type":"CardHeader","props":{"title":"Downtown Parking Availability"}}}
+{"op":"add","path":"/elements/parking-p1","value":{"type":"Progress","props":{"value":34,"label":"Central Garage — 34% free"},"children":[]}}
+{"op":"add","path":"/elements/parking-p2","value":{"type":"Progress","props":{"value":12,"label":"Market Square — 12% free"},"children":[]}}
+{"op":"add","path":"/elements/parking-p3","value":{"type":"Progress","props":{"value":58,"label":"Station North — 58% free"},"children":[]}}
+{"op":"add","path":"/elements/backlog-card","value":{"type":"Card","props":{"gap":"s"},"children":["backlog-head","backlog-chart","backlog-s1"]}}
+{"op":"add","path":"/elements/backlog-head","value":{"type":"CardHeader","props":{"title":"Service Request Backlog"}}}
+{"op":"add","path":"/elements/backlog-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Potholes","Streetlights","Waste","Trees","Noise"],"series":["backlog-s1"],"xLabel":"Open requests"},"children":[]}}
+{"op":"add","path":"/elements/backlog-s1","value":{"type":"Series","props":{"category":"Open","values":[128,64,92,41,37]},"children":[]}}
+{"op":"add","path":"/elements/lists-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["incidents-card","vehicles-card","reports-card"]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"gap":"s"},"children":["incidents-head","incidents-list","incident-item"]}}
+{"op":"add","path":"/elements/incidents-head","value":{"type":"CardHeader","props":{"title":"Open Incidents"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Callout","props":{"variant":{"$cond":{"$item":"severity","eq":"high"},"$then":"error","$else":"warning"},"title":{"$template":"${title} — ${location}"},"description":{"$template":"Severity: ${severity} · reported ${time}"}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","title":"Multi-vehicle collision","location":"Ring Rd @ Exit 12","severity":"high","time":"08:42"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","title":"Water main break","location":"Old Town, Chapel St","severity":"high","time":"09:15"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"i3","title":"Fallen tree blocking lane","location":"Northgate, Elm Ave","severity":"medium","time":"09:40"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","title":"Traffic signal outage","location":"Downtown, 5th & Main","severity":"medium","time":"10:05"}}
+{"op":"add","path":"/elements/vehicles-card","value":{"type":"Card","props":{"gap":"s"},"children":["vehicles-head","vehicles-list","vehicle-item"]}}
+{"op":"add","path":"/elements/vehicles-head","value":{"type":"CardHeader","props":{"title":"Emergency Vehicle Deployment"}}}
+{"op":"add","path":"/elements/vehicles-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/vehicles","key":"id"},"children":["vehicle-item"]}}
+{"op":"add","path":"/elements/vehicle-item","value":{"type":"ListItem","props":{"title":{"$template":"${unit} — ${type}"},"subtitle":{"$template":"${location} · ${status}"}},"children":[]}}
+{"op":"add","path":"/state/vehicles","value":[]}
+{"op":"add","path":"/state/vehicles/0","value":{"id":"v1","unit":"Engine 4","type":"Fire","location":"Ring Rd @ Exit 12","status":"On scene"}}
+{"op":"add","path":"/state/vehicles/1","value":{"id":"v2","unit":"Medic 2","type":"Ambulance","location":"Ring Rd @ Exit 12","status":"On scene"}}
+{"op":"add","path":"/state/vehicles/2","value":{"id":"v3","unit":"Unit 12","type":"Police","location":"Downtown, 5th & Main","status":"En route"}}
+{"op":"add","path":"/state/vehicles/3","value":{"id":"v4","unit":"Rescue 7","type":"Fire","location":"Harbor Station","status":"Staged"}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"gap":"s"},"children":["reports-head","reports-list","report-item"]}}
+{"op":"add","path":"/elements/reports-head","value":{"type":"CardHeader","props":{"title":"Citizen Reports (Live)"}}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/reports","key":"id"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"ListItem","props":{"title":{"$item":"text"},"subtitle":{"$template":"${district} · ${time}"}},"children":[]}}
+{"op":"add","path":"/state/reports","value":[]}
+{"op":"add","path":"/state/reports/0","value":{"id":"r1","text":"Streetlight flickering on Elm Ave","district":"Northgate","time":"10:12"}}
+{"op":"add","path":"/state/reports/1","value":{"id":"r2","text":"Overflowing bin at Market Square","district":"Downtown","time":"10:09"}}
+{"op":"add","path":"/state/reports/2","value":{"id":"r3","text":"Pothole near Harbor Bridge on-ramp","district":"Harbor","time":"10:02"}}
+{"op":"add","path":"/state/reports/3","value":{"id":"r4","text":"Graffiti on Riverside promenade wall","district":"Riverside","time":"09:55"}}
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["dispatch-card","events-card"]}}
+{"op":"add","path":"/elements/dispatch-card","value":{"type":"Card","props":{"gap":"s"},"children":["dispatch-head","dispatch-select","dispatch-items","dispatch-i1","dispatch-i2","dispatch-i3","dispatch-btn","dispatch-log","dispatch-log-item"]}}
+{"op":"add","path":"/elements/dispatch-head","value":{"type":"CardHeader","props":{"title":"Dispatch a Crew"}}}
+{"op":"add","path":"/elements/dispatch-select","value":{"type":"Select","props":{"name":"crewType","placeholder":"Select crew…","value":{"$bindState":"/crewType"},"items":["dispatch-i1","dispatch-i2","dispatch-i3"]},"children":[]}}
+{"op":"add","path":"/state/crewType","value":""}
+{"op":"add","path":"/elements/dispatch-items","value":{"type":"TextContent","props":{"text":"Crew will be routed to the focused district.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-i1","value":{"type":"SelectItem","props":{"value":"road","label":"Road repair crew"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-i2","value":{"type":"SelectItem","props":{"value":"water","label":"Water utility crew"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-i3","value":{"type":"SelectItem","props":{"value":"electrical","label":"Electrical crew"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"Dispatch Crew","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/dispatches","value":{"id":"$id","crew":{"$state":"/crewType"},"district":{"$state":"/focusDistrict"}}}}},"children":[]}}
+{"op":"add","path":"/state/dispatches","value":[]}
+{"op":"add","path":"/elements/dispatch-log","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/dispatches","key":"id"},"children":["dispatch-log-item"]}}
+{"op":"add","path":"/elements/dispatch-log-item","value":{"type":"TextContent","props":{"text":{"$template":"✔ ${crew} crew dispatched → ${district}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"gap":"s"},"children":["events-head","events-list","event-item"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"CardHeader","props":{"title":"Public Events This Weekend"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${where} · ${when} · expect ${crowd}"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Farmers Market","where":"Market Square, Downtown","when":"Sat 08:00–14:00","crowd":"~5,000"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Riverside Marathon","where":"Riverside Promenade","when":"Sun 07:00–12:00","crowd":"~12,000"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Open-air Concert","where":"Harbor Park","when":"Sat 19:00–23:00","crowd":"~8,000"}}
+{"op":"add","path":"/elements/planning-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["roadworks-card","maint-card"]}}
+{"op":"add","path":"/elements/roadworks-card","value":{"type":"Card","props":{"gap":"s"},"children":["roadworks-head","roadworks-list","roadwork-item"]}}
+{"op":"add","path":"/elements/roadworks-head","value":{"type":"CardHeader","props":{"title":"Roadworks Planned This Month"}}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-item"]}}
+{"op":"add","path":"/elements/roadwork-item","value":{"type":"ListItem","props":{"title":{"$item":"project"},"subtitle":{"$template":"${road} · ${dates} · impact: ${impact}"}},"children":[]}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"w1","project":"Resurfacing","road":"Ring Rd, Exits 9–14","dates":"Jun 3–9","impact":"Lane closures nights"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"w2","project":"Utility trenching","road":"Chapel St, Old Town","dates":"Jun 10–18","impact":"Partial closure"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"w3","project":"Bridge inspection","road":"Harbor Bridge","dates":"Jun 21–22","impact":"Weekend single lane"}}
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"gap":"s"},"children":["maint-head","maint-list","maint-item"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"CardHeader","props":{"title":"Infrastructure Maintenance Due"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-item"]}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"ListItem","props":{"title":{"$item":"asset"},"subtitle":{"$template":"${location} · due ${due} · ${status}"}},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Pump Station 3","location":"Harbor","due":"Jun 5","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Substation B transformer","location":"Northgate","due":"Jun 8","status":"Parts on order"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"Tram line 2 overhead wires","location":"Downtown","due":"Jun 12","status":"Inspection due"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","asset":"Storm drain network","location":"Riverside","due":"Jun 15","status":"Scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..862da9220
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r3.txt
@@ -0,0 +1,127 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","weather-bar","kpi-row","district-focus","alerts-feed","charts-row","incidents-section","ops-row","reports-section","planning-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Real-time municipal dashboard — all districts"},"children":[]}}
+{"op":"add","path":"/elements/weather-bar","value":{"type":"Callout","props":{"variant":"info","title":"Current Weather: 14°C, light rain","description":"Wind 18 km/h NW · Humidity 72% · Rain expected to clear by 18:00. Slippery road advisory active for elevated routes."},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-congestion","kpi-transit","kpi-water","kpi-parking"]}}
+{"op":"add","path":"/elements/kpi-congestion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-congestion-h","kpi-congestion-p","kpi-congestion-t"]}}
+{"op":"add","path":"/elements/kpi-congestion-h","value":{"type":"TextContent","props":{"text":"**Congestion Right Now**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-congestion-p","value":{"type":"Progress","props":{"value":{"$state":"/kpis/congestion"},"label":"Road network load"},"children":[]}}
+{"op":"add","path":"/state/kpis/congestion","value":68}
+{"op":"add","path":"/elements/kpi-congestion-t","value":{"type":"TextContent","props":{"text":"68% network load — heavy on Ring Road & Harbor Tunnel.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-transit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-transit-h","kpi-transit-p","kpi-transit-t"]}}
+{"op":"add","path":"/elements/kpi-transit-h","value":{"type":"TextContent","props":{"text":"**Transit Punctuality**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-transit-p","value":{"type":"Progress","props":{"value":{"$state":"/kpis/punctuality"},"label":"On-time departures"},"children":[]}}
+{"op":"add","path":"/state/kpis/punctuality","value":87}
+{"op":"add","path":"/elements/kpi-transit-t","value":{"type":"TextContent","props":{"text":"87% on-time. Bus line 12 delayed (signal fault, Central).","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-water","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-water-h","kpi-water-p","kpi-water-t"]}}
+{"op":"add","path":"/elements/kpi-water-h","value":{"type":"TextContent","props":{"text":"**Water Use Today**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-water-p","value":{"type":"Progress","props":{"value":{"$state":"/kpis/water"},"label":"% of daily capacity"},"children":[]}}
+{"op":"add","path":"/state/kpis/water","value":54}
+{"op":"add","path":"/elements/kpi-water-t","value":{"type":"TextContent","props":{"text":"312 ML so far today — within normal range.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-parking","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-parking-h","kpi-parking-p","kpi-parking-t"]}}
+{"op":"add","path":"/elements/kpi-parking-h","value":{"type":"TextContent","props":{"text":"**Downtown Parking Availability**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-parking-p","value":{"type":"Progress","props":{"value":{"$state":"/kpis/parking"},"label":"Spaces free"},"children":[]}}
+{"op":"add","path":"/state/kpis/parking","value":23}
+{"op":"add","path":"/elements/kpi-parking-t","value":{"type":"TextContent","props":{"text":"23% free (1,140 of 4,960 spaces). Market St garage full.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/district-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["district-focus-h","district-select","district-panel-north","district-panel-central","district-panel-harbor","district-panel-east"]}}
+{"op":"add","path":"/elements/district-focus-h","value":{"type":"TextContent","props":{"text":"**Focus on a District** — select to filter the view","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"All districts","value":{"$bindState":"/focusDistrict"},"items":["di-all","di-north","di-central","di-harbor","di-east"]},"children":[]}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+{"op":"add","path":"/elements/di-all","value":{"type":"SelectItem","props":{"value":"all","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/di-north","value":{"type":"SelectItem","props":{"value":"north","label":"North District"},"children":[]}}
+{"op":"add","path":"/elements/di-central","value":{"type":"SelectItem","props":{"value":"central","label":"Central District"},"children":[]}}
+{"op":"add","path":"/elements/di-harbor","value":{"type":"SelectItem","props":{"value":"harbor","label":"Harbor District"},"children":[]}}
+{"op":"add","path":"/elements/di-east","value":{"type":"SelectItem","props":{"value":"east","label":"East District"},"children":[]}}
+{"op":"add","path":"/elements/district-panel-north","value":{"type":"TextContent","props":{"text":"**North District focus:** AQI 41 (good) · 1 open incident · congestion 52% · 2 roadworks active.","size":"small"},"visible":{"$state":"/focusDistrict","eq":"north"},"children":[]}}
+{"op":"add","path":"/elements/district-panel-central","value":{"type":"TextContent","props":{"text":"**Central District focus:** AQI 78 (moderate) · 3 open incidents · congestion 84% · parking critical.","size":"small"},"visible":{"$state":"/focusDistrict","eq":"central"},"children":[]}}
+{"op":"add","path":"/elements/district-panel-harbor","value":{"type":"TextContent","props":{"text":"**Harbor District focus:** AQI 63 (moderate) · 1 open incident · congestion 71% · ferry service normal.","size":"small"},"visible":{"$state":"/focusDistrict","eq":"harbor"},"children":[]}}
+{"op":"add","path":"/elements/district-panel-east","value":{"type":"TextContent","props":{"text":"**East District focus:** AQI 35 (good) · 0 open incidents · congestion 44% · 1 maintenance job due.","size":"small"},"visible":{"$state":"/focusDistrict","eq":"east"},"children":[]}}
+{"op":"add","path":"/elements/alerts-feed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/publicAlerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/state/publicAlerts","value":[]}
+{"op":"add","path":"/state/publicAlerts/0","value":{"id":"pa1","message":"Severe weather watch issued for Harbor District until 20:00.","time":"14:02"}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"Public Alert · ${time}"},"description":{"$item":"message"}},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["aqi-card","energy-card","backlog-card"]}}
+{"op":"add","path":"/elements/aqi-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["aqi-h","aqi-chart"]}}
+{"op":"add","path":"/elements/aqi-h","value":{"type":"TextContent","props":{"text":"**Air Quality by District (AQI)**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aqi-chart","value":{"type":"BarChart","props":{"labels":["North","Central","Harbor","East"],"series":["aqi-series"],"yLabel":"AQI"},"children":[]}}
+{"op":"add","path":"/elements/aqi-series","value":{"type":"Series","props":{"category":"AQI","values":[41,78,63,35]},"children":[]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energy-h","energy-chart"]}}
+{"op":"add","path":"/elements/energy-h","value":{"type":"TextContent","props":{"text":"**Energy Use — Past 7 Days (GWh)**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"variant":"natural","yLabel":"GWh"},"children":[]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Consumption","values":[4.2,4.5,4.3,4.8,5.1,3.9,3.6]},"children":[]}}
+{"op":"add","path":"/elements/backlog-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["backlog-h","backlog-chart","backlog-t"]}}
+{"op":"add","path":"/elements/backlog-h","value":{"type":"TextContent","props":{"text":"**Service Request Backlog (412 open)**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/backlog-chart","value":{"type":"SingleStackedBarChart","props":{"labels":["Potholes","Streetlights","Waste","Trees","Other"],"values":[132,88,74,61,57]},"children":[]}}
+{"op":"add","path":"/elements/backlog-t","value":{"type":"TextContent","props":{"text":"Oldest open request: 19 days. Avg resolution: 4.2 days.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidents-h","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-h","value":{"type":"TextContent","props":{"text":"**Open Incidents**","size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/state/incidents","value":[]}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..c5d6e9b23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-city__r4.txt
@@ -0,0 +1,107 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..a7488bac2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,181 @@
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+{"op":"add","path":"/state/aidRequests","value":[]}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..a24ad5b52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,208 @@
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..b4788a263
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r3.txt
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+{"op":"add","path":"/state/stats","value":{"rescued":342,"casualties":7}}
+{"op":"add","path":"/elements/vol-card","value":{"type":"Card","props":{"gap":"s"},"children":["vol-head","vol-list"]}}
+{"op":"add","path":"/elements/vol-head","value":{"type":"Heading","props":{"text":"Volunteers on Duty","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/vol-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/volunteers","key":"id"},"children":["vol-item"]}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"v1","name":"Maria Lopez","assignment":"Shelter intake — North HS"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"v2","name":"James Chen","assignment":"Supply distribution — Central CC"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"v3","name":"Aisha Patel","assignment":"Medical triage — Harbor Hall"}}
+{"op":"add","path":"/state/volunteers/3","value":{"id":"v4","name":"Tom Rivera","assignment":"Sandbagging — Riverbend"}}
+{"op":"add","path":"/elements/vol-item","value":{"type":"TextContent","props":{"text":{"$template":"🙋 **${name}** — ${assignment}"}},"children":[]}}
+{"op":"add","path":"/elements/don-card","value":{"type":"Card","props":{"gap":"s"},"children":["don-head","don-list"]}}
+{"op":"add","path":"/elements/don-head","value":{"type":"Heading","props":{"text":"Donations Received","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/don-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/donations","key":"id"},"children":["don-item"]}}
+{"op":"add","path":"/state/donations","value":[]}
+{"op":"add","path":"/state/donations/0","value":{"id":"d1","donor":"City Foods Inc.","item":"Bottled water","qty":"2,000 bottles"}}
+{"op":"add","path":"/state/donations/1","value":{"id":"d2","donor":"Red Cross Chapter 9","item":"Blankets","qty":"500"}}
+{"op":"add","path":"/state/donations/2","value":{"id":"d3","donor":"Local Pharmacy Chain","item":"First-aid kits","qty":"300"}}
+{"op":"add","path":"/state/donations/3","value":{"id":"d4","donor":"Community Fund","item":"Cash","qty":"$48,250"}}
+{"op":"add","path":"/elements/don-item","value":{"type":"TextContent","props":{"text":{"$template":"🎁 **${donor}** — ${item} (${qty})"}},"children":[]}}
+{"op":"add","path":"/elements/aid-card","value":{"type":"Card","props":{"gap":"s"},"children":["aid-head","aid-list"]}}
+{"op":"add","path":"/elements/aid-head","value":{"type":"Heading","props":{"text":"Aid Requests Awaiting Action","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/aid-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-item"]}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"a1","from":"St. Mary's Parish Hall","need":"Insulin & refrigeration","priority":"URGENT"}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"a2","from":"Riverbend residents","need":"Drinking water, 40 households","priority":"HIGH"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"a3","from":"North HS Shelter","need":"50 cots and bedding","priority":"NORMAL"}}
+{"op":"add","path":"/elements/aid-item","value":{"type":"TextContent","props":{"text":{"$template":"📣 **[${priority}]** ${from} needs: ${need}"}},"children":[]}}
+{"op":"add","path":"/elements/tab-com","value":{"type":"TabItem","props":{"value":"com","trigger":"Comms & Hospitals","content":["comms-card","hosp-card"]},"children":[]}}
+{"op":"add","path":"/elements/comms-card","value":{"type":"Card","props":{"gap":"s"},"children":["cm-head","cm-list"]}}
+{"op":"add","path":"/elements/cm-head","value":{"type":"Heading","props":{"text":"Communication Channels","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cm-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/comms","key":"id"},"children":["cm-item"]}}
+{"op":"add","path":"/state/comms","value":[]}
+{"op":"add","path":"/state/comms/0","value":{"id":"cm1","name":"VHF Radio Net 1","up":true}}
+{"op":"add","path":"/state/comms/1","value":{"id":"cm2","name":"Cellular Backbone","up":false}}
+{"op":"add","path":"/state/comms/2","value":{"id":"cm3","name":"Satellite Uplink","up":true}}
+{"op":"add","path":"/state/comms/3","value":{"id":"cm4","name":"Public Broadcast FM","up":true}}
+{"op":"add","path":"/elements/cm-item","value":{"type":"TextContent","props":{"text":{"$template":"📡 **${name}** — ${up}"}},"children":[]}}
+{"op":"add","path":"/elements/hosp-card","value":{"type":"Card","props":{"gap":"s"},"children":["hp-head","hp-list"]}}
+{"op":"add","path":"/elements/hp-head","value":{"type":"Heading","props":{"text":"Nearby Hospitals — Free Beds","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/hp-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/hospitals","key":"id"},"children":["hp-item"]}}
+{"op":"add","path":"/state/hospitals","value":[]}
+{"op":"add","path":"/state/hospitals/0","value":{"id":"h1","name":"Mercy General","beds":14}}
+{"op":"add","path":"/state/hospitals/1","value":{"id":"h2","name":"St. Luke's Regional","beds":6}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"h3","name":"Coastal Medical Center","beds":0}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"h4","name":"County Trauma Unit","beds":22}}
+{"op":"add","path":"/elements/hp-item","value":{"type":"TextContent","props":{"text":{"$template":"🏥 **${name}** — ${beds} free beds"}},"children":[]}}
+{"op":"add","path":"/elements/tab-act","value":{"type":"TabItem","props":{"value":"act","trigger":"Tasks & Actions","content":["tasks-card","req-card","bcast-card","rep-card"]},"children":[]}}
+{"op":"add","path":"/elements/tasks-card","value":{"type":"Card","props":{"gap":"s"},"children":["tk-head","tk-list"]}}
+{"op":"add","path":"/elements/tk-head","value":{"type":"Heading","props":{"text":"Open Tasks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/tk-list","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/tasks","key":"id"},"children":["tk-item"]}}
+{"op":"add","path":"/state/tasks","value":[]}
+{"op":"add","path":"/state/tasks/0","value":{"id":"t1","task":"Clear Elm St Bridge debris","assignee":"Engine 7 crew"}}
+{"op":"add","path":"/state/tasks/1","value":{"id":"t2","task":"Deliver insulin to St. Mary's","assignee":"Patrol 4"}}
+{"op":"add","path":"/state/tasks/2","value":{"id":"t3","task":"Restore cellular backbone","assignee":"Comms Tech Team"}}
+{"op":"add","path":"/state/tasks/3","value":{"id":"t4","task":"Set up 50 cots at North HS","assignee":"Volunteer Group B"}}
+{"op":"add","path":"/elements/tk-item","value":{"type":"TextContent","props":{"text":{"$template":"📋 ${task} — **Assignee:** ${assignee}"}},"children":[]}}
+{"op":"add","path":"/elements/req-card","value":{"type":"Card","props":{"gap":"s"},"children":["req-head","req-type","req-qty","req-btn","req-log"]}}
+{"op":"add","path":"/elements/req-head","value":{"type":"Heading","props":{"text":"Request More Resources","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/req-type","value":{"type":"Select","props":{"name":"reqType","value":{"$bindState":"/reqType"},"items":["rt-veh","rt-per","rt-sup","rt-med"],"placeholder":"Resource type"},"children":[]}}
+{"op":"add","path":"/state/reqType","value":"vehicles"}
+{"op":"add","path":"/elements/rt-veh","value":{"type":"SelectItem","props":{"value":"vehicles","label":"Vehicles"},"children":[]}}
+{"op":"add","path":"/elements/rt-per","value":{"type":"SelectItem","props":{"value":"personnel","label":"Personnel"},"children":[]}}
+{"op":"add","path":"/elements/rt-sup","value":{"type":"SelectItem","props":{"value":"supplies","label":"Supplies"},"children":[]}}
+{"op":"add","path":"/elements/rt-med","value":{"type":"SelectItem","props":{"value":"medical","label":"Medical Teams"},"children":[]}}
+{"op":"add","path":"/elements/req-qty","value":{"type":"Input","props":{"name":"reqQty","placeholder":"Quantity","type":"number","value":{"$bindState":"/reqQty"}},"children":[]}}
+{"op":"add","path":"/state/reqQty","value":""}
+{"op":"add","path":"/elements/req-btn","value":{"type":"Button","props":{"label":"Submit Resource Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/resourceRequests","value":{"id":"$id","type":{"$state":"/reqType"},"qty":{"$state":"/reqQty"}},"clearStatePath":"/reqQty"}}},"children":[]}}
+{"op":"add","path":"/elements/req-log","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/resourceRequests","key":"id"},"children":["req-log-item"]}}
+{"op":"add","path":"/state/resourceRequests","value":[]}
+{"op":"add","path":"/elements/req-log-item","value":{"type":"TextContent","props":{"text":{"$template":"✔️ Requested ${qty} × ${type}","size":"small"}},"children":[]}}
+{"op":"add","path":"/elements/bcast-card","value":{"type":"Card","props":{"gap":"s"},"children":["bc-head","bc-input","bc-btn","bc-log"]}}
+{"op":"add","path":"/elements/bc-head","value":{"type":"Heading","props":{"text":"Broadcast an Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bc-input","value":{"type":"TextArea","props":{"name":"broadcastMsg","placeholder":"Message to broadcast to all units…","rows":3,"value":{"$bindState":"/broadcastMsg"}},"children":[]}}
+{"op":"add","path":"/state/broadcastMsg","value":""}
+{"op":"add","path":"/elements/bc-btn","value":{"type":"Button","props":{"label":"Broadcast to All Channels","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/broadcasts","value":{"id":"$id","msg":{"$state":"/broadcastMsg"}},"clearStatePath":"/broadcastMsg"}}},"children":[]}}
+{"op":"add","path":"/elements/bc-log","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/broadcasts","key":"id"},"children":["bc-log-item"]}}
+{"op":"add","path":"/state/broadcasts","value":[]}
+{"op":"add","path":"/elements/bc-log-item","value":{"type":"TextContent","props":{"text":{"$template":"📢 ${msg}","size":"small"}},"children":[]}}
+{"op":"add","path":"/elements/rep-card","value":{"type":"Card","props":{"gap":"s"},"children":["rp-head","rp-title","rp-body","rp-btn","rp-log"]}}
+{"op":"add","path":"/elements/rp-head","value":{"type":"Heading","props":{"text":"File a Situation Report","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rp-title","value":{"type":"Input","props":{"name":"reportTitle","placeholder":"Report title","value":{"$bindState":"/reportTitle"}},"children":[]}}
+{"op":"add","path":"/state/reportTitle","value":""}
+{"op":"add","path":"/elements/rp-body","value":{"type":"TextArea","props":{"name":"reportBody","placeholder":"Situation details…","rows":4,"value":{"$bindState":"/reportBody"}},"children":[]}}
+{"op":"add","path":"/state/reportBody","value":""}
+{"op":"add","path":"/elements/rp-btn","value":{"type":"Button","props":{"label":"File Report","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitReports","value":{"id":"$id","title":{"$state":"/reportTitle"},"body":{"$state":"/reportBody"}},"clearStatePath":"/reportTitle"}}},"children":[]}}
+{"op":"add","path":"/elements/rp-log","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"repeat":{"statePath":"/sitReports","key":"id"},"children":["rp-log-item"]}}
+{"op":"add","path":"/state/sitReports","value":[]}
+{"op":"add","path":"/elements/rp-log-item","value":{"type":"TextContent","props":{"text":{"$template":"📝 **${title}** — ${body}","size":"small"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..ee21bc7b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hdr","alert-top","sec-incidents","sec-stats","sec-resources","sec-shelters","sec-routes","sec-weather","sec-volunteers","sec-donations","sec-aidreq","sec-comms","sec-roads","sec-hospitals","sec-tasks","sec-actions"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["hdr-title","hdr-sub"]}}
+{"op":"add","path":"/elements/hdr-title","value":{"type":"Heading","props":{"text":"🚨 Emergency Response Coordination Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hdr-sub","value":{"type":"TextContent","props":{"text":"Operation Riverbend Flood Response — Last updated: 14:32 local"},"children":[]}}
+{"op":"add","path":"/elements/alert-top","value":{"type":"Alert","props":{"title":"Level 3 Emergency Declared","description":"Flood warning active for North and East zones. Evacuation in progress. All units report every 30 minutes.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/sec-incidents","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inc-head","zone-focus","zone-focus-info","inc-table","sev-head","sev-pie"]}}
+{"op":"add","path":"/elements/inc-head","value":{"type":"Heading","props":{"text":"1–2. Active Incidents by Zone & Severity Summary","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/zone-focus","value":{"type":"Select","props":{"name":"focusZone","placeholder":"17. Focus on a zone…","value":{"$bindState":"/focusZone"},"size":"medium"},"children":[],"items":["zf-north","zf-south","zf-east","zf-west","zf-central"]}}
+{"op":"add","path":"/elements/zf-north","value":{"type":"SelectItem","props":{"value":"North","label":"North Zone"},"children":[]}}
+{"op":"add","path":"/elements/zf-south","value":{"type":"SelectItem","props":{"value":"South","label":"South Zone"},"children":[]}}
+{"op":"add","path":"/elements/zf-east","value":{"type":"SelectItem","props":{"value":"East","label":"East Zone"},"children":[]}}
+{"op":"add","path":"/elements/zf-west","value":{"type":"SelectItem","props":{"value":"West","label":"West Zone"},"children":[]}}
+{"op":"add","path":"/elements/zf-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central Zone"},"children":[]}}
+{"op":"add","path":"/state/focusZone","value":""}
+{"op":"add","path":"/elements/zone-focus-info","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Focused: ${/focusZone} Zone"},"description":{"$template":"All field reports, tasks and resources below should be prioritized for ${/focusZone} zone. IC notified."}},"visible":{"$state":"/focusZone"},"children":[]}}
+{"op":"add","path":"/elements/inc-table","value":{"type":"Table","props":{"columns":["inc-c-zone","inc-c-type","inc-c-sev","inc-c-status"]},"children":[]}}
+{"op":"add","path":"/elements/inc-c-zone","value":{"type":"Col","props":{"label":"Zone","data":["North","North","East","West","Central","South"]},"children":[]}}
+{"op":"add","path":"/elements/inc-c-type","value":{"type":"Col","props":{"label":"Incident","data":["Flash flood — riverside homes","Bridge structural damage","Substation flooding","Landslide on ridge road","Building collapse (partial)","Road washout"]},"children":[]}}
+{"op":"add","path":"/elements/inc-c-sev","value":{"type":"Col","props":{"label":"Severity","data":["Critical","High","Critical","Moderate","High","Low"]},"children":[]}}
+{"op":"add","path":"/elements/inc-c-status","value":{"type":"Col","props":{"label":"Status","data":["Active — crews on scene","Assessment ongoing","Power isolated, pumping","Containment in progress","Search & rescue active","Monitoring"]},"children":[]}}
+{"op":"add","path":"/elements/sev-head","value":{"type":"Heading","props":{"text":"Overall Severity Summary","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sev-pie","value":{"type":"PieChart","props":{"labels":["Critical","High","Moderate","Low"],"values":[2,2,1,1],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/sec-stats","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","justify":"around","wrap":true},"children":["stat-rescued","stat-casualties","stat-missing"]}}
+{"op":"add","path":"/elements/stat-rescued","value":{"type":"TextContent","props":{"text":"**7. People Rescued:** 342","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-casualties","value":{"type":"TextContent","props":{"text":"**Casualties:** 27 (9 critical)","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-missing","value":{"type":"TextContent","props":{"text":"**Missing:** 14","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sec-resources","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["res-head","res-table"]}}
+{"op":"add","path":"/elements/res-head","value":{"type":"Heading","props":{"text":"3. Available Resources","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/res-table","value":{"type":"Table","props":{"columns":["res-c-type","res-c-avail","res-c-deployed","res-c-reserve"]},"children":[]}}
+{"op":"add","path":"/elements/res-c-type","value":{"type":"Col","props":{"label":"Resource","data":["Rescue vehicles","Ambulances","Boats","Personnel (responders)","Medical kits","Water (pallets)","Food rations (cases)","Generators"]},"children":[]}}
+{"op":"add","path":"/elements/res-c-avail","value":{"type":"Col","props":{"label":"Available","data":[18,9,12,214,340,58,120,22],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/res-c-deployed","value":{"type":"Col","props":{"label":"Deployed","data":[24,11,8,186,190,31,84,15],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/res-c-reserve","value":{"type":"Col","props":{"label":"Reserve","data":[4,2,3,60,150,20,40,6],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/sec-shelters","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sh-head","sh-table"]}}
+{"op":"add","path":"/elements/sh-head","value":{"type":"Heading","props":{"text":"4. Shelters — Capacity & Occupancy","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sh-table","value":{"type":"Table","props":{"columns":["sh-c-name","sh-c-cap","sh-c-occ","sh-c-status"]},"children":[]}}
+{"op":"add","path":"/elements/sh-c-name","value":{"type":"Col","props":{"label":"Shelter","data":["Riverside High School","Community Center East","St. Mary's Hall","North Gym Complex"]},"children":[]}}
+{"op":"add","path":"/elements/sh-c-cap","value":{"type":"Col","props":{"label":"Capacity","data":[400,250,150,500],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/sh-c-occ","value":{"type":"Col","props":{"label":"Occupancy","data":[372,141,88,203],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/sh-c-status","value":{"type":"Col","props":{"label":"Status","data":["Near capacity","Open","Open","Open — accepting families"]},"children":[]}}
+{"op":"add","path":"/elements/sec-routes","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rt-head","rt-table"]}}
+{"op":"add","path":"/elements/rt-head","value":{"type":"Heading","props":{"text":"5. Evacuation Route Status","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/rt-table","value":{"type":"Table","props":{"columns":["rt-c-name","rt-c-status","rt-c-note"]},"children":[]}}
+{"op":"add","path":"/elements/rt-c-name","value":{"type":"Col","props":{"label":"Route","data":["Route A — Hwy 9 North","Route B — Riverside Dr","Route C — Ridge Rd","Route D — Central Ave"]},"children":[]}}
+{"op":"add","path":"/elements/rt-c-status","value":{"type":"Col","props":{"label":"Status","data":["Open","Congested","Closed","Open"]},"children":[]}}
+{"op":"add","path":"/elements/rt-c-note","value":{"type":"Col","props":{"label":"Notes","data":["Two lanes open, escorted convoys","Heavy traffic — est. 45 min delay","Landslide — use Route A","Bus shuttle running every 20 min"]},"children":[]}}
+{"op":"add","path":"/elements/sec-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["wx-head","wx-table"]}}
+{"op":"add","path":"/elements/wx-head","value":{"type":"Heading","props":{"text":"6. Weather Forecast — Next 48 Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/wx-table","value":{"type":"Table","props":{"columns":["wx-c-time","wx-c-cond","wx-c-temp","wx-c-rain","wx-c-wind"]},"children":[]}}
+{"op":"add","path":"/elements/wx-c-time","value":{"type":"Col","props":{"label":"Time","data":["Today 15:00","Today 21:00","Tomorrow 03:00","Tomorrow 09:00","Tomorrow 15:00","Tomorrow 21:00","Day 2 03:00","Day 2 09:00"]},"children":[]}}
+{"op":"add","path":"/elements/wx-c-cond","value":{"type":"Col","props":{"label":"Condition","data":["Heavy rain","Rain, easing","Light rain","Overcast","Scattered showers","Clearing","Partly cloudy","Sunny intervals"]},"children":[]}}
+{"op":"add","path":"/elements/wx-c-temp","value":{"type":"Col","props":{"label":"Temp (°C)","data":[14,11,9,12,16,13,10,15],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/wx-c-rain","value":{"type":"Col","props":{"label":"Rain (mm)","data":[18,8,3,0,4,0,0,0],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/wx-c-wind","value":{"type":"Col","props":{"label":"Wind (km/h)","data":[35,28,15,12,18,10,8,10],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/sec-volunteers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vol-head","vol-table"]}}
+{"op":"add","path":"/elements/vol-head","value":{"type":"Heading","props":{"text":"8. Volunteers on Duty","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/vol-table","value":{"type":"Table","props":{"columns":["vol-c-name","vol-c-assign","vol-c-shift"]},"children":[]}}
+{"op":"add","path":"/elements/vol-c-name","value":{"type":"Col","props":{"label":"Volunteer","data":["A. Martinez","J. Okafor","S. Chen","R. Patel","L. Novak","M. Haddad"]},"children":[]}}
+{"op":"add","path":"/elements/vol-c-assign","value":{"type":"Col","props":{"label":"Assignment","data":["Shelter intake — Riverside HS","Supply distribution — East","Boat crew — North Zone","Medical triage aide","Comms relay — HQ","Food service — St. Mary's"]},"children":[]}}
+{"op":"add","path":"/elements/vol-c-shift","value":{"type":"Col","props":{"label":"Shift","data":["06:00–18:00","08:00–20:00","06:00–18:00","12:00–00:00","00:00–12:00","10:00–22:00"]},"children":[]}}
+{"op":"add","path":"/elements/sec-donations","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["don-head","don-text","don-prog"]}}
+{"op":"add","path":"/elements/don-head","value":{"type":"Heading","props":{"text":"9. Donations Received","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/don-text","value":{"type":"TextContent","props":{"text":"**$1,362,000** raised from 8,214 donors toward the $2,000,000 relief goal. In-kind: 4 pallets of blankets, 2 trucks of bottled water, 1,100 hygiene kits."},"children":[]}}
+{"op":"add","path":"/elements/don-prog","value":{"type":"Progress","props":{"value":68,"label":"Fundraising progress: 68% of $2M goal"},"children":[]}}
+{"op":"add","path":"/elements/sec-aidreq","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["aid-head","aid-table"]}}
+{"op":"add","path":"/elements/aid-head","value":{"type":"Heading","props":{"text":"10. Aid Requests Awaiting Action","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/aid-table","value":{"type":"Table","props":{"columns":["aid-c-id","aid-c-zone","aid-c-req","aid-c-pri"]},"children":[]}}
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+{"op":"add","path":"/elements/aid-c-zone","value":{"type":"Col","props":{"label":"Zone","data":["North","East","West","North"]},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..baf4f22c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,109 @@
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new file mode 100644
index 000000000..d98ea7869
--- /dev/null
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index 000000000..8eb7d470d
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new file mode 100644
index 000000000..c971e8218
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-exec__r4.txt
@@ -0,0 +1,107 @@
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new file mode 100644
index 000000000..129ccfe25
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r2.txt
new file mode 100644
index 000000000..87a1a4d99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r2.txt
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new file mode 100644
index 000000000..cee52622f
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r4.txt
new file mode 100644
index 000000000..413356bd0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-fund__r4.txt
@@ -0,0 +1,132 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Trading Desk — Morning Workspace","subtitle":"Pre-market overview · All times ET"},"children":[]}}
+{"op":"add","path":"/elements/timeframe-tabs","value":{"type":"Tabs","props":{"items":["tf-1d","tf-1w","tf-1m","tf-ytd"]},"children":[]}}
+{"op":"add","path":"/elements/tf-1d","value":{"type":"TabItem","props":{"value":"1d","trigger":"1D","content":["tf-note-1d"]},"children":[]}}
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+{"op":"add","path":"/elements/tf-note-1w","value":{"type":"TextContent","props":{"text":"Weekly view: trailing 5 sessions."},"children":[]}}
+{"op":"add","path":"/elements/tf-1m","value":{"type":"TabItem","props":{"value":"1m","trigger":"1M","content":["tf-note-1m"]},"children":[]}}
+{"op":"add","path":"/elements/tf-note-1m","value":{"type":"TextContent","props":{"text":"Monthly view: trailing 30 days."},"children":[]}}
+{"op":"add","path":"/elements/tf-ytd","value":{"type":"TabItem","props":{"value":"ytd","trigger":"YTD","content":["tf-note-ytd"]},"children":[]}}
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+{"op":"add","path":"/state/riskLimits","value":[]}
+{"op":"add","path":"/state/riskLimits/0","value":{"name":"Single-name concentration (NVDA)","used":"8.6% NAV","limit":"10%","pct":86}}
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+{"op":"add","path":"/elements/rebalance-text","value":{"type":"TextContent","props":{"text":"Tech exposure is 3pp above target. Proposed rebalance: trim NVDA by 1,500 sh, add to Healthcare.","size":"small"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..25548b0d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r1.txt
@@ -0,0 +1,144 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..2f4c00eb4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r2.txt
@@ -0,0 +1,144 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","alert-banner","kpis","row-charts-1","row-charts-2","row-mid","experiments","ops-row","hotfix-bar"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎮 Live-Ops Command Center — Nova Realms","subtitle":"Real-time operations dashboard · auto-refresh 30s · build 4.2.1 live"},"children":[]}}
+{"op":"add","path":"/elements/alert-banner","value":{"type":"Alert","props":{"title":"Elevated crash rate on v4.2.0","description":"Crash rate 2.4% on Android v4.2.0 (target < 1%). Hotfix 4.2.2 candidate ready for review.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-rev","kpi-arpu"]}}
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-online-t","kpi-online-v","kpi-online-s"]}}
+{"op":"add","path":"/elements/kpi-online-t","value":{"type":"TextContent","props":{"text":"🟢 Players Online Now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-v","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/online}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-s","value":{"type":"TextContent","props":{"text":"▲ 8% vs yesterday peak","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis/online","value":"48,213"}
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-dau-t","kpi-dau-v","kpi-dau-s"]}}
+{"op":"add","path":"/elements/kpi-dau-t","value":{"type":"TextContent","props":{"text":"Daily Active Players","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau-v","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/dau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau-s","value":{"type":"TextContent","props":{"text":"▲ 3.2% WoW","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis/dau","value":"312,450"}
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mau-t","kpi-mau-v","kpi-mau-s"]}}
+{"op":"add","path":"/elements/kpi-mau-t","value":{"type":"TextContent","props":{"text":"Monthly Active Players","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau-v","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/mau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau-s","value":{"type":"TextContent","props":{"text":"▲ 1.8% MoM","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis/mau","value":"1.94M"}
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-t","kpi-rev-v","kpi-rev-s"]}}
+{"op":"add","path":"/elements/kpi-rev-t","value":{"type":"TextContent","props":{"text":"💰 Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-rev-v","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-rev-s","value":{"type":"TextContent","props":{"text":"▲ 12% vs last Tuesday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis/revenueToday","value":"$84,120"}
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arpu-t","kpi-arpu-v","kpi-arpu-s"]}}
+{"op":"add","path":"/elements/kpi-arpu-t","value":{"type":"TextContent","props":{"text":"ARPDAU (Revenue / User)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-v","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/arpu}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-s","value":{"type":"TextContent","props":{"text":"Target $0.28 · on pace","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis/arpu","value":"$0.269"}
+{"op":"add","path":"/elements/row-charts-1","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["session-card","inflation-card"]}}
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["session-head","session-chart","session-s1"]}}
+{"op":"add","path":"/elements/session-head","value":{"type":"CardHeader","props":{"title":"Avg Session Length — Past 14 Days","subtitle":"Minutes per session, all platforms"},"children":[]}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["D-13","D-12","D-11","D-10","D-9","D-8","D-7","D-6","D-5","D-4","D-3","D-2","D-1","Today"],"series":["session-s1"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/session-s1","value":{"type":"Series","props":{"category":"Avg session (min)","values":[21.2,22.0,21.5,23.1,24.8,26.2,25.9,22.4,21.9,22.7,25.5,27.1,26.4,28.0]},"children":[]}}
+{"op":"add","path":"/elements/inflation-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["inflation-head","inflation-chart","inflation-s1","inflation-note"]}}
+{"op":"add","path":"/elements/inflation-head","value":{"type":"CardHeader","props":{"title":"In-Game Currency Inflation","subtitle":"Gold supply index (base 100 = launch), faucets vs sinks"},"children":[]}}
+{"op":"add","path":"/elements/inflation-chart","value":{"type":"AreaChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["inflation-s1"],"variant":"natural","xLabel":"Week","yLabel":"Index"},"children":[]}}
+{"op":"add","path":"/elements/inflation-s1","value":{"type":"Series","props":{"category":"Gold supply index","values":[100,103,107,112,118,124,131,139]},"children":[]}}
+{"op":"add","path":"/elements/inflation-note","value":{"type":"Callout","props":{"variant":"warning","title":"Inflation trending hot","description":"+9.2% over last 2 weeks. Recommend enabling the Auction House gold sink (5% fee) in next hotfix."},"children":[]}}
+{"op":"add","path":"/elements/row-charts-2","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["crash-card","items-card"]}}
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crash-head","crash-chart","crash-s1"]}}
+{"op":"add","path":"/elements/crash-head","value":{"type":"CardHeader","props":{"title":"Crash Rate by App Version","subtitle":"% of sessions ending in crash, last 24h"},"children":[]}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["v4.1.3","v4.2.0","v4.2.1"],"series":["crash-s1"],"variant":"grouped","xLabel":"Version","yLabel":"Crash rate %"},"children":[]}}
+{"op":"add","path":"/elements/crash-s1","value":{"type":"Series","props":{"category":"Crash rate %","values":[0.8,2.4,1.1]},"children":[]}}
+{"op":"add","path":"/elements/items-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["items-head","items-list"]}}
+{"op":"add","path":"/elements/items-head","value":{"type":"CardHeader","props":{"title":"Best-Selling Items (24h)","subtitle":"Units sold across all storefronts"},"children":[]}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","repeat":{"statePath":"/topItems","key":"id"}},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["item-name","item-units"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/topItems","value":[]}
+{"op":"add","path":"/state/topItems/0","value":{"id":"i1","name":"Dragon Lord Skin Bundle","units":"12,408"}}
+{"op":"add","path":"/state/topItems/1","value":{"id":"i2","name":"Battle Pass — Season 9","units":"9,872"}}
+{"op":"add","path":"/state/topItems/2","value":{"id":"i3","name":"Gem Pack ×1,200","units":"7,315"}}
+{"op":"add","path":"/state/topItems/3","value":{"id":"i4","name":"XP Booster (7 days)","units":"4,190"}}
+{"op":"add","path":"/state/topItems/4","value":{"id":"i5","name":"Emote: Victory Dance","units":"2,944"}}
+{"op":"add","path":"/elements/row-mid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["regions-card","events-card","queues-card"]}}
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["regions-head","regions-focus","regions-list","regions-detail"]}}
+{"op":"add","path":"/elements/regions-head","value":{"type":"CardHeader","props":{"title":"Server Regions & Health","subtitle":"Click a region to focus"},"children":[]}}
+{"op":"add","path":"/elements/regions-focus","value":{"type":"Select","props":{"name":"regionFocus","placeholder":"Focus a region…","items":["rf-all","rf-na","rf-eu","rf-apac","rf-sa"],"value":{"$bindState":"/focusRegion"}},"children":[]}}
+{"op":"add","path":"/elements/rf-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/rf-na","value":{"type":"SelectItem","props":{"value":"NA-East","label":"Focus: NA-East"},"children":[]}}
+{"op":"add","path":"/elements/rf-eu","value":{"type":"SelectItem","props":{"value":"EU-West","label":"Focus: EU-West"},"children":[]}}
+{"op":"add","path":"/elements/rf-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"Focus: APAC"},"children":[]}}
+{"op":"add","path":"/elements/rf-sa","value":{"type":"SelectItem","props":{"value":"SA","label":"Focus: South America"},"children":[]}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","repeat":{"statePath":"/regions","key":"id"}},"children":["region-row"]}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"on":{"press":{"action":"setState","params":{"statePath":"/focusRegion","value":{"$item":"name"}}}},"visible":{"$or":[{"$state":"/focusRegion","eq":"all"},{"$state":"/focusRegion","eq":{"$item":"name"}}]},"children":["region-name","region-meta","region-status"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-meta","value":{"type":"TextContent","props":{"text":{"$template":"${players} players · ${ping}ms ping · ${load}% load"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-status","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$cond":{"$item":"health","eq":"Healthy"},"$then":"success","$else":{"$cond":{"$item":"health","eq":"Degraded"},"$then":"warning","$else":"danger"}}},"children":[]}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"r1","name":"NA-East","players":"18,420","ping":32,"load":61,"health":"Healthy"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"r2","name":"NA-West","players":"9,104","ping":48,"load":44,"health":"Healthy"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"r3","name":"EU-West","players":"12,877","ping":27,"load":78,"health":"Degraded"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"r4","name":"APAC","players":"6,540","ping":55,"load":39,"health":"Healthy"}}
+{"op":"add","path":"/state/regions/4","value":{"id":"r5","name":"South America","players":"1,272","ping":91,"load":92,"health":"Critical"}}
+{"op":"add","path":"/elements/regions-detail","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Focus: ${/focusRegion}"},"description":"Region filter applied — list above shows only the selected region. Choose 'All regions' to reset."},"visible":{"$state":"/focusRegion","neq":"all"},"children":[]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"CardHeader","props":{"title":"Live Events","subtitle":"Running now and upcoming"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","repeat":{"statePath":"/events","key":"id"}},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["event-name","event-time","event-tag"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-time","value":{"type":"TextContent","props":{"text":{"$item":"window"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"LIVE"},"$then":"success","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Double XP Weekend","window":"Ends in 14h 22m","status":"LIVE"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Frost Festival Raid","window":"Ends in 3d 6h","status":"LIVE"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"PvP Season 10 Qualifiers","window":"Starts in 2d 4h","status":"UPCOMING"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"Lunar New Year Shop","window":"Starts Jan 28","status":"UPCOMING"}}
+{"op":"add","path":"/elements/queues-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reports-head","reports-progress","appeals-progress","queue-list"]}}
+{"op":"add","path":"/elements/reports-head","value":{"type":"CardHeader","props":{"title":"Trust & Safety Queues","subtitle":"Player reports and ban appeals awaiting review"},"children":[]}}
+{"op":"add","path":"/elements/reports-progress","value":{"type":"Progress","props":{"value":68,"label":{"$template":"Player reports: ${/queues/reports} awaiting review (SLA 68%)"}},"children":[]}}
+{"op":"add","path":"/elements/appeals-progress","value":{"type":"Progress","props":{"value":41,"label":{"$template":"Ban appeals: ${/queues/appeals} awaiting review (SLA 41%)"}},"children":[]}}
+{"op":"add","path":"/state/queues/reports","value":47}
+{"op":"add","path":"/state/queues/appeals","value":23}
+{"op":"add","path":"/elements/queue-list","value":{"type":"ListBlock","props":{"items":["q1","q2","q3"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/q1","value":{"type":"ListItem","props":{"title":"Cheating/aimbot reports","subtitle":"19 open · oldest 6h · priority: high","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/q2","value":{"type":"ListItem","props":{"title":"Toxic chat reports","subtitle":"21 open · oldest 2h · priority: medium","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/q3","value":{"type":"ListItem","props":{"title":"Ban appeals — false positive claims","subtitle":"23 open · oldest 26h · 3 flagged for senior review","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/experiments","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["exp-head","exp-row"]}}
+{"op":"add","path":"/elements/exp-head","value":{"type":"CardHeader","props":{"title":"Running Experiments","subtitle":"A/B results, 95% confidence"},"children":[]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["exp-1","exp-2"]}}
+{"op":"add","path":"/elements/exp-1","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-1-t","exp-1-d","exp-1-r","exp-1-badge"]}}
+{"op":"add","path":"/elements/exp-1-t","value":{"type":"TextContent","props":{"text":"EXP-114: New onboarding flow","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-d","value":{"type":"TextContent","props":{"text":"50/50 split · 82k users · D1 retention: control 41.2% vs variant 46.8% (+5.6pp)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-r","value":{"type":"TextContent","props":{"text":"Revenue/user: no significant change","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-badge","value":{"type":"Badge","props":{"text":"WINNER — ship variant","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/exp-2","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-2-t","exp-2-d","exp-2-r","exp-2-badge"]}}
+{"op":"add","path":"/elements/exp-2-t","value":{"type":"TextContent","props":{"text":"EXP-117: Shop price anchoring","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-d","value":{"type":"TextContent","props":{"text":"25/25/50 split · 64k users · Conversion: control 3.1% vs variant B 3.6% (+16% rel)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-r","value":{"type":"TextContent","props":{"text":"ARPPU +4.2% · refund rate unchanged","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-badge","value":{"type":"Badge","props":{"text":"Promising — extend 7 days","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["patch-card","hotfix-card"]}}
+{"op":"add","path":"/elements/patch-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["patch-head","patch-form"]}}
+{"op":"add","path":"/elements/patch-head","value":{"type":"CardHeader","props":{"title":"Draft Patch Notes","subtitle":"Compose notes for 4.2.2 and send for review"},"children":[]}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Form","props":{"name":"patchNotes","buttons":"patch-buttons","fields":["pf-version","pf-highlights","pf-fixes"]},"children":[]}}
+{"op":"add","path":"/elements/pf-version","value":{"type":"FormControl","props":{"label":"Version","input":"pf-version-input","hint":"Target release version"},"children":[]}}
+{"op":"add","path":"/elements/pf-version-input","value":{"type":"Input","props":{"name":"version","placeholder":"e.g. 4.2.2","value":{"$bindState":"/patchDraft/version"}},"children":[]}}
+{"op":"add","path":"/state/patchDraft/version","value":"4.2.2"}
+{"op":"add","path":"/elements/pf-highlights","value":{"type":"FormControl","props":{"label":"Highlights","input":"pf-highlights-input"},"children":[]}}
+{"op":"add","path":"/elements/pf-highlights-input","value":{"type":"TextArea","props":{"name":"highlights","rows":3,"placeholder":"New features, balance changes…","value":{"$bindState":"/patchDraft/highlights"}},"children":[]}}
+{"op":"add","path":"/state/patchDraft/highlights","value":"- Frost Festival Raid final boss unlocked\n- Weapon balance: SMG damage -6%, sniper sway reduced"}
+{"op":"add","path":"/elements/pf-fixes","value":{"type":"FormControl","props":{"label":"Bug fixes","input":"pf-fixes-input"},"children":[]}}
+{"op":"add","path":"/elements/pf-fixes-input","value":{"type":"TextArea","props":{"name":"fixes","rows":3,"placeholder":"Fixed crashes, exploits…","value":{"$bindState":"/patchDraft/fixes"}},"children":[]}}
+{"op":"add","path":"/state/patchDraft/fixes","value":"- Fixed crash on Android 14 when opening guild menu\n- Fixed gold dupe via trade cancel race condition"}
+{"op":"add","path":"/elements/patch-buttons","value":{"type":"Buttons","props":{"buttons":["patch-save","patch-preview"]},"children":[]}}
+{"op":"add","path":"/elements/patch-save","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patchDraft/saved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/patch-preview","value":{"type":"DialogBlock","props":{"triggerLabel":"Preview Notes","title":"Patch Notes Preview","description":{"$template":"Version ${/patchDraft/version}"},"content":["patch-preview-body"],"triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/patch-preview-body","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$template":"## Highlights\n${/patchDraft/highlights}\n\n## Bug Fixes\n${/patchDraft/fixes}"},"variant":"sunk"},"children":[]}}
+{"op":"add","path":"/elements/patch-saved-callout","value":{"type":"Callout","props":{"variant":"success","title":"Draft saved","description":"Patch notes draft saved and sent to the review channel.","visible":{"$state":"/patchDraft/saved"}},"children":[]}}
+{"op":"add","path":"/state/patchDraft/saved","value":false}
+{"op":"add","path":"/elements/hotfix-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hotfix-head","hotfix-desc","hotfix-steps","hotfix-ship"]}}
+{"op":"add","path":"/elements/hotfix-head","value":{"type":"CardHeader","props":{"title":"Ship Hotfix 4.2.2","subtitle":"Crash fix for v4.2.0 Android regression"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-desc","value":{"type":"TextContent","props":{"text":"Candidate build 4.2.2-rc3 passed smoke tests on NA-East staging. Includes Android crash fix + trade exploit patch.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-steps","value":{"type":"Steps","props":{"items":["hs1","hs2","hs3"]},"children":[]}}
+{"op":"add","path":"/elements/hs1","value":{"type":"StepsItem","props":{"title":"Canary deploy","details":"Roll out to 5% of NA-East, monitor crash rate for 30 min."},"children":[]}}
+{"op":"add","path":"/elements/hs2","value":{"type":"StepsItem","props":{"title":"Ramp to 50%","details":"Expand to NA-East + EU-West if crash rate < 1%."},"children":[]}}
+{"op":"add","path":"/elements/hs3","value":{"type":"StepsItem","props":{"title":"Full rollout","details":"All regions, all platforms. Auto-rollback armed at 1.5% crash rate."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-ship","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"🚀 Ship Hotfix Now","title":"Ship hotfix 4.2.2-rc3?","description":"This will begin a canary deploy to 5% of NA-East immediately. Auto-rollback is armed. Continue?","confirmLabel":"Ship it","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-bar","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["patch-saved-callout-slot","footer"]}}
+{"op":"add","path":"/elements/patch-saved-callout-slot","value":{"type":"Card","props":{"variant":"clear"},"children":["patch-saved-callout"]}}
+{"op":"add","path":"/elements/footer","value":{"type":"TextContent","props":{"text":"Nova Realms Live-Ops · data refreshed 12s ago · on-call: @ops-team · escalation: #incident-response","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..98e80411b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r3.txt
@@ -0,0 +1,102 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-row","charts-row","lists-row","ops-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Live-Ops Command Center","subtitle":"Starfall Arena — real-time studio operations"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"LIVE","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/state/appeals/0","value":{"id":"ap1","player":"NightOwl42","banType":"Permanent ban","bannedAgo":"3d ago","plea":"Claims account was hacked"}}
+{"op":"add","path":"/state/appeals/1","value":{"id":"ap2","player":"PixelPirate","banType":"7-day ban","bannedAgo":"2d ago","plea":"Disputes chat violation"}}
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+{"op":"add","path":"/elements/pn-fixes","value":{"type":"FormControl","props":{"label":"Bug Fixes","input":"pn-fixes-input"},"children":[]}}
+{"op":"add","path":"/elements/pn-fixes-input","value":{"type":"TextArea","props":{"name":"fixes","placeholder":"Fixed crash on...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/patch-notes-buttons","value":{"type":"Buttons","props":{"buttons":["pn-save","pn-publish"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/pn-save","value":{"type":"Button","props":{"label":"Save Draft","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/pn-publish","value":{"type":"Button","props":{"label":"Publish Notes","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix","title":"Deploy Hotfix to Production?","description":"This will roll out the staged hotfix build to all regions immediately. Players will be prompted to update. This action cannot be undone.","confirmLabel":"Deploy Hotfix","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..03fdf421f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-game__r4.txt
@@ -0,0 +1,122 @@
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","header-badge"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Live-Ops Command Center","subtitle":"Starfall Studios — Project Nova | All systems nominal"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"LIVE","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players Online Now","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-dau-label","kpi-dau-value"]}}
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+{"op":"add","path":"/elements/kpi-dau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/dau}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/inflation-header","value":{"type":"CardHeader","props":{"title":"Currency Inflation — Gold Supply Index","subtitle":"Total gold in economy, indexed to 100 at season start"},"children":[]}}
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+{"op":"add","path":"/elements/region-na","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/focusRegion","eq":"NA-East"},{"$state":"/focusRegion","not":true}]},"children":["region-na-info","region-na-tag"]}}
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+{"op":"add","path":"/elements/region-na-tag","value":{"type":"Tag","props":{"text":"Healthy","variant":"success","icon":"check"},"children":[]}}
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+{"op":"add","path":"/elements/region-eu-tag","value":{"type":"Tag","props":{"text":"Healthy","variant":"success","icon":"check"},"children":[]}}
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+{"op":"add","path":"/elements/region-apac-tag","value":{"type":"Tag","props":{"text":"Degraded","variant":"warning","icon":"alert-triangle"},"children":[]}}
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+{"op":"add","path":"/elements/region-sa-tag","value":{"type":"Tag","props":{"text":"Healthy","variant":"success","icon":"check"},"children":[]}}
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+{"op":"add","path":"/state/events","value":[]}
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+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Frost Festival","window":"Dec 20 – Jan 3","status":"Upcoming"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Ranked Season 9 Kickoff","window":"starts in 3 days","status":"Upcoming"}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reports-header","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Player Reports Awaiting Review","subtitle":"Resolve to clear from queue"},"children":[]}}
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+{"op":"add","path":"/state/reports","value":[]}
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+{"op":"add","path":"/state/reports/2","value":{"id":"r3","player":"NovaQueen","reason":"griefing teammates","ago":"1h ago"}}
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+{"op":"add","path":"/elements/appeals-header","value":{"type":"CardHeader","props":{"title":"Ban Appeals Awaiting Review","subtitle":"Resolve to clear from queue"},"children":[]}}
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+{"op":"add","path":"/state/appeals","value":[]}
+{"op":"add","path":"/state/appeals/0","value":{"id":"a1","player":"DarkKnight77","reason":"RMT trading","plea":"account was hacked"}}
+{"op":"add","path":"/state/appeals/1","value":{"id":"a2","player":"PixelPirate","reason":"exploit abuse","plea":"didn't know it was a bug"}}
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+{"op":"add","path":"/elements/exp-header","value":{"type":"CardHeader","props":{"title":"Running Experiments","subtitle":"A/B test results so far"},"children":[]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["exp-1","exp-2"]}}
+{"op":"add","path":"/elements/exp-1","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["exp-1-title","exp-1-body","exp-1-progress","exp-1-tag"]}}
+{"op":"add","path":"/elements/exp-1-title","value":{"type":"TextContent","props":{"text":"**EXP-142: New Onboarding Flow**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-body","value":{"type":"TextContent","props":{"text":"Variant B (guided tutorial): D1 retention **41.2%** vs control 36.8% (**+4.4pp**, p=0.02). Sample: 84k new players.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-progress","value":{"type":"Progress","props":{"value":72,"label":"72% of target sample reached"},"children":[]}}
+{"op":"add","path":"/elements/exp-1-tag","value":{"type":"Tag","props":{"text":"Statistically significant — winner likely B","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/exp-2","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["exp-2-title","exp-2-body","exp-2-progress","exp-2-tag"]}}
+{"op":"add","path":"/elements/exp-2-title","value":{"type":"TextContent","props":{"text":"**EXP-147: Shop Layout Redesign**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-body","value":{"type":"TextContent","props":{"text":"Variant B (grid layout): conversion **3.1%** vs control 3.3% (−0.2pp, p=0.61). Sample: 120k store visitors.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-progress","value":{"type":"Progress","props":{"value":88,"label":"88% of target sample reached"},"children":[]}}
+{"op":"add","path":"/elements/exp-2-tag","value":{"type":"Tag","props":{"text":"Not significant — keep control","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/row-ops","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["patch-card","hotfix-card"]}}
+{"op":"add","path":"/elements/patch-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["patch-header","patch-input","patch-actions"]}}
+{"op":"add","path":"/elements/patch-header","value":{"type":"CardHeader","props":{"title":"Draft Patch Notes","subtitle":"Write and save drafts for the next release"},"children":[]}}
+{"op":"add","path":"/elements/patch-input","value":{"type":"TextArea","props":{"name":"patchNotes","placeholder":"## v3.2.0 Patch Notes\n- Balance: ...\n- Fixes: ...\n- New content: ...","rows":6,"value":{"$bindState":"/patchNotes"}},"children":[]}}
+{"op":"add","path":"/state/patchNotes","value":""}
+{"op":"add","path":"/elements/patch-actions","value":{"type":"Buttons","props":{"buttons":["patch-save-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/patch-save-btn","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/patchDrafts","value":{"id":"$id","text":{"$state":"/patchNotes"}},"clearStatePath":"/patchNotes"}}},"children":[]}}
+{"op":"add","path":"/state/patchDrafts","value":[]}
+{"op":"add","path":"/elements/hotfix-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hotfix-header","hotfix-body","hotfix-btn"]}}
+{"op":"add","path":"/elements/hotfix-header","value":{"type":"CardHeader","props":{"title":"Ship a Hotfix","subtitle":"Emergency deploy to all regions"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-body","value":{"type":"Alert","props":{"title":"Hotfix v3.1.3 ready on staging","description":"Fixes the v3.2.0-beta crash spike (null ref in inventory UI). Staged and verified by QA.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix v3.1.3 to Production","title":"Confirm hotfix deployment","description":"This will rolling-deploy v3.1.3 to all 4 server regions. Players will experience a brief reconnect. Proceed?","confirmLabel":"Deploy Now","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..f4eae58dc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,126 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hdr","andon","kpis","lineSec","chartsRow","chartsRow2","lists1","lists2","schedCard","exportCard"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Heading","props":{"text":"Factory Floor — Shift Supervisor Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/andon","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["andon-hdr","andon-list"]}}
+{"op":"add","path":"/elements/andon-hdr","value":{"type":"CardHeader","props":{"title":"🔴 Live Andon Alerts"},"children":[]}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Callout","props":{"variant":{"$item":"sev"},"title":{"$template":"${line} — ${msg}"},"description":{"$template":"Raised ${time} · Acknowledged by ${owner}"}},"children":[]}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"a1","line":"Line B","msg":"Torque gun fault at station 4","time":"08:42","owner":"M. Reyes","sev":"error"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"a2","line":"Line A","msg":"Material starvation at feeder 2","time":"09:15","owner":"J. Okafor","sev":"warning"}}
+{"op":"add","path":"/state/andonAlerts/2","value":{"id":"a3","line":"Line C","msg":"Vision system recalibration requested","time":"09:51","owner":"S. Lindt","sev":"info"}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-prod","kpi-safety","kpi-energy"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["kpi-oee-t","kpi-oee-p"]}}
+{"op":"add","path":"/elements/kpi-oee-t","value":{"type":"TextContent","props":{"text":"**OEE** — availability × performance × quality","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-oee-p","value":{"type":"Progress","props":{"value":{"$state":"/oee"},"label":{"$template":"OEE: ${/oee}%"}},"children":[]}}
+{"op":"add","path":"/state/oee","value":78.4}
+{"op":"add","path":"/elements/kpi-prod","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["kpi-prod-t","kpi-prod-p"]}}
+{"op":"add","path":"/elements/kpi-prod-t","value":{"type":"TextContent","props":{"text":"**Units produced vs today's target**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-prod-p","value":{"type":"Progress","props":{"value":77.5,"label":{"$template":"${/production/units} / ${/production/target} units"}},"children":[]}}
+{"op":"add","path":"/state/production","value":{"units":1240,"target":1600}}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["kpi-safety-t"]}}
+{"op":"add","path":"/elements/kpi-safety-t","value":{"type":"TextContent","props":{"text":{"$template":"**Safety** — ${/safety/incidents} recordable incidents YTD · **${/safety/daysSinceLast} days** since last incident"},"children":[]}}
+{"op":"add","path":"/state/safety","value":{"incidents":3,"daysSinceLast":47}}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["kpi-energy-t"]}}
+{"op":"add","path":"/elements/kpi-energy-t","value":{"type":"TextContent","props":{"text":{"$template":"**Energy today** — ${/energy/kwh} kWh (≈ $${/energy/cost}) · peak ${/energy/peakKw} kW at 10:00"},"children":[]}}
+{"op":"add","path":"/state/energy","value":{"kwh":4320,"cost":562,"peakKw":610}}
+{"op":"add","path":"/elements/lineSec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["lineSec-hdr","lineFocusBtns","lineList","lineDetail"]}}
+{"op":"add","path":"/elements/lineSec-hdr","value":{"type":"CardHeader","props":{"title":"Production Lines — rate & status","subtitle":"Select a line to focus"},"children":[]}}
+{"op":"add","path":"/elements/lineFocusBtns","value":{"type":"Buttons","props":{"buttons":["btn-la","btn-lb","btn-lc"]},"children":[]}}
+{"op":"add","path":"/elements/btn-la","value":{"type":"Button","props":{"label":"Focus Line A","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusLine","value":"Line A"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-lb","value":{"type":"Button","props":{"label":"Focus Line B","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusLine","value":"Line B"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-lc","value":{"type":"Button","props":{"label":"Focus Line C","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusLine","value":"Line C"}}},"children":[]}}
+{"op":"add","path":"/state/focusLine","value":"Line A"}
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+{"op":"add","path":"/elements/line-row-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${product}"}},"children":[]}}
+{"op":"add","path":"/elements/line-row-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr (target ${targetRate})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/line-row-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Running"},"$then":"success","$else":{"$cond":{"$item":"status","eq":"Fault"},"$then":"danger","$else":"warning"}}},"children":[]}}
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"l1","name":"Line A","product":"Gear housing GX-20","rate":182,"targetRate":190,"status":"Running","oee":84,"notes":"Changeover at 14:00","crew":12}}
+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line B","product":"Bracket BR-7","rate":141,"targetRate":170,"status":"Fault","oee":61,"notes":"Torque gun down, maintenance paged","crew":9}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line C","product":"Housing HC-11","rate":168,"targetRate":165,"status":"Running","oee":81,"notes":"Running above target","crew":11}}
+{"op":"add","path":"/elements/lineDetail","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["lineDetail-hdr","lineDetail-a","lineDetail-b","lineDetail-c"]}}
+{"op":"add","path":"/elements/lineDetail-hdr","value":{"type":"CardHeader","props":{"title":{"$template":"Focused: ${/focusLine}"}},"children":[]}}
+{"op":"add","path":"/elements/lineDetail-a","value":{"type":"TextContent","props":{"text":{"$template":"OEE ${/lines/0/oee}% · crew ${/lines/0/crew} · ${/lines/0/notes}"}},"visible":{"$state":"/focusLine","eq":"Line A"},"children":[]}}
+{"op":"add","path":"/elements/lineDetail-b","value":{"type":"TextContent","props":{"text":{"$template":"OEE ${/lines/1/oee}% · crew ${/lines/1/crew} · ${/lines/1/notes}"}},"visible":{"$state":"/focusLine","eq":"Line B"},"children":[]}}
+{"op":"add","path":"/elements/lineDetail-c","value":{"type":"TextContent","props":{"text":{"$template":"OEE ${/lines/2/oee}% · crew ${/lines/2/crew} · ${/lines/2/notes}"}},"visible":{"$state":"/focusLine","eq":"Line C"},"children":[]}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["defectCard","downtimeCard"]}}
+{"op":"add","path":"/elements/defectCard","value":{"type":"Card","props":{"gap":"s"},"children":["defect-hdr","defectChart","defect-series"]}}
+{"op":"add","path":"/elements/defect-hdr","value":{"type":"CardHeader","props":{"title":"Defect rate — past 4 weeks (%)"},"children":[]}}
+{"op":"add","path":"/elements/defectChart","value":{"type":"LineChart","props":{"labels":["W1","W2","W3","W4"],"series":["defect-series"],"yLabel":"Defect %"},"children":[]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defects %","values":[2.1,1.8,2.4,1.6]},"children":[]}}
+{"op":"add","path":"/elements/downtimeCard","value":{"type":"Card","props":{"gap":"s"},"children":["downtime-hdr","downtimeChart"]}}
+{"op":"add","path":"/elements/downtime-hdr","value":{"type":"CardHeader","props":{"title":"Downtime split by cause (hrs, MTD)"},"children":[]}}
+{"op":"add","path":"/elements/downtimeChart","value":{"type":"PieChart","props":{"labels":["Mechanical","Material shortage","Changeover","Quality hold","Planned maint."],"values":[14.5,8.2,6.1,3.4,5.0],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/chartsRow2","value":{"type":"Card","props":{"gap":"s"},"children":["shift-hdr","shiftChart","shift-series"]}}
+{"op":"add","path":"/elements/shift-hdr","value":{"type":"CardHeader","props":{"title":"Shift output comparison (units today)"},"children":[]}}
+{"op":"add","path":"/elements/shiftChart","value":{"type":"BarChart","props":{"labels":["Shift 1 (06–14)","Shift 2 (14–22)","Shift 3 (22–06)"],"series":["shift-series"],"yLabel":"Units"},"children":[]}}
+{"op":"add","path":"/elements/shift-series","value":{"type":"Series","props":{"category":"Units","values":[520,480,460]},"children":[]}}
+{"op":"add","path":"/elements/lists1","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["maintCard","stockCard","suppCard"]}}
+{"op":"add","path":"/elements/maintCard","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["maint-hdr","maintList"]}}
+{"op":"add","path":"/elements/maint-hdr","value":{"type":"CardHeader","props":{"title":"Machines due for maintenance"},"children":[]}}
+{"op":"add","path":"/elements/maintList","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-row"]}}
+{"op":"add","path":"/elements/maint-row","value":{"type":"TextContent","props":{"text":{"$template":"• **${machine}** — ${task}, due ${due}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","machine":"CNC-04","task":"Spindle bearing replacement","due":"Thu"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","machine":"Press-12","task":"Hydraulic seal inspection","due":"Fri"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","machine":"Robot-R2","task":"Annual calibration","due":"Mon"}}
+{"op":"add","path":"/elements/stockCard","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["stock-hdr","stockList"]}}
+{"op":"add","path":"/elements/stock-hdr","value":{"type":"CardHeader","props":{"title":"Raw material stock"},"children":[]}}
+{"op":"add","path":"/elements/stockList","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/stock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Progress","props":{"value":{"$item":"level"},"label":{"$template":"${name}: ${level}% (${days} days cover)"}},"children":[]}}
+{"op":"add","path":"/state/stock","value":[]}
+{"op":"add","path":"/state/stock/0","value":{"id":"s1","name":"Steel coil","level":82,"days":6}}
+{"op":"add","path":"/state/stock/1","value":{"id":"s2","name":"Resin pellets","level":45,"days":3}}
+{"op":"add","path":"/state/stock/2","value":{"id":"s3","name":"Packaging","level":63,"days":4}}
+{"op":"add","path":"/elements/suppCard","value":{"type":"Card","props":{"variant":"sunk","gap":"s"},"children":["supp-hdr","suppList"]}}
+{"op":"add","path":"/elements/supp-hdr","value":{"type":"CardHeader","props":{"title":"Supplier deliveries due this week"},"children":[]}}
+{"op":"add","path":"/elements/suppList","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/deliveries","key":"id"},"children":["supp-row"]}}
+{"op":"add","path":"/elements/supp-row","value":{"type":"TextContent","props":{"text":{"$template":"• **${supplier}** — ${material}, ${qty} · arrives ${day}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/deliveries","value":[]}
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+{"op":"add","path":"/elements/exportCard","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["export-t","exportBtns","exportDone"]}}
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+{"op":"add","path":"/elements/exportBtns","value":{"type":"Buttons","props":{"buttons":["btn-export"]},"children":[]}}
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+{"op":"add","path":"/state/exported","value":false}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..5c90e6d1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,147 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","andon-callout","kpi-row","focus-row","lines-section","charts-row","maint-section","stock-section","deliveries-section","safety-card","shifts-card","holds-section","orders-section","export-section","exported-callout"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title","shift-info"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console — Plant 4","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/shift-info","value":{"type":"Tag","props":{"text":{"$template":"Shift: ${/currentShift} | Live"},"icon":"radio","variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/currentShift","value":"B (06:00–14:00)"}
+{"op":"add","path":"/elements/andon-callout","value":{"type":"Callout","props":{"variant":"error","title":{"$template":"ANDON: ${/andon/activeCount} active alerts"},"description":"Line 3 stopped — jam at case packer. Maintenance paged 2 min ago."},"children":[]}}
+{"op":"add","path":"/state/andon","value":{"activeCount":2}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-units","kpi-energy","kpi-safety"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-oee-head","kpi-oee-prog","kpi-oee-note"]}}
+{"op":"add","path":"/elements/kpi-oee-head","value":{"type":"CardHeader","props":{"title":"1. Overall Equipment Effectiveness","subtitle":"Availability × Performance × Quality"},"children":[]}}
+{"op":"add","path":"/elements/kpi-oee-prog","value":{"type":"Progress","props":{"value":{"$state":"/oee"},"label":{"$template":"OEE: ${/oee}%"}},"children":[]}}
+{"op":"add","path":"/state/oee","value":74}
+{"op":"add","path":"/elements/kpi-oee-note","value":{"type":"TextContent","props":{"text":"Target 85%. Down 3 pts vs yesterday — driven by Line 3 stop.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-units","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-units-head","kpi-units-prog","kpi-units-note"]}}
+{"op":"add","path":"/elements/kpi-units-head","value":{"type":"CardHeader","props":{"title":"2. Units Produced Today","subtitle":"All lines combined"},"children":[]}}
+{"op":"add","path":"/elements/kpi-units-prog","value":{"type":"Progress","props":{"value":{"$state":"/units/percent"},"label":{"$template":"${/units/produced} / ${/units/target} units (${/units/percent}%)"}},"children":[]}}
+{"op":"add","path":"/state/units","value":{"produced":6420,"target":9000,"percent":71}}
+{"op":"add","path":"/elements/kpi-units-note","value":{"type":"TextContent","props":{"text":"On pace if Line 3 recovers within the hour.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-energy-head","kpi-energy-val"]}}
+{"op":"add","path":"/elements/kpi-energy-head","value":{"type":"CardHeader","props":{"title":"12. Energy Use Today","subtitle":"Plant total"},"children":[]}}
+{"op":"add","path":"/elements/kpi-energy-val","value":{"type":"TextContent","props":{"text":{"$template":"${/energy/kwh} kWh — ${/energy/cost} EUR so far. Peak demand ${/energy/peak} kW at 09:40."},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["kpi-safety-head","kpi-safety-val"]}}
+{"op":"add","path":"/elements/kpi-safety-head","value":{"type":"CardHeader","props":{"title":"10. Safety","subtitle":"Incidents YTD"},"children":[]}}
+{"op":"add","path":"/elements/kpi-safety-val","value":{"type":"TextContent","props":{"text":{"$template":"${/safety/incidentsYtd} incidents this year — ${/safety/daysSince} days since the last recordable."},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/safety","value":{"incidentsYtd":3,"daysSince":47}}
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+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"L1","name":"Line 1 — Extrusion","rate":"112 u/h (plan 120)","status":"Running"}}
+{"op":"add","path":"/state/lines/1","value":{"id":"L2","name":"Line 2 — Molding","rate":"98 u/h (plan 100)","status":"Running"}}
+{"op":"add","path":"/state/lines/2","value":{"id":"L3","name":"Line 3 — Assembly","rate":"0 u/h (plan 140)","status":"Stopped"}}
+{"op":"add","path":"/state/lines/3","value":{"id":"L4","name":"Line 4 — Packaging","rate":"105 u/h (plan 130)","status":"Changeover"}}
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+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["defect-card","downtime-card","andon-card"]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["defect-head","defect-chart","defect-series"]}}
+{"op":"add","path":"/elements/defect-head","value":{"type":"CardHeader","props":{"title":"4. Defect Rate — Past Month","subtitle":"% defective per week"},"children":[]}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Wk 22","Wk 23","Wk 24","Wk 25"],"series":["defect-s1"],"variant":"natural","xLabel":"Week","yLabel":"Defect %"},"children":[]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect %","values":[2.4,2.1,1.8,2.6]},"children":[]}}
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+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["downtime-head","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-head","value":{"type":"CardHeader","props":{"title":"5. Downtime by Cause","subtitle":"Hours, this week"},"children":[]}}
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+{"op":"add","path":"/elements/andon-head","value":{"type":"CardHeader","props":{"title":"16. Live Andon Alerts","subtitle":"Auto-refreshing"},"children":[]}}
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+{"op":"add","path":"/state/andon/alerts","value":[]}
+{"op":"add","path":"/state/andon/alerts/0","value":{"id":"A1","level":"Red","msg":"Line 3: jam at case packer — stopped 08:12","time":"2 min ago"}}
+{"op":"add","path":"/state/andon/alerts/1","value":{"id":"A2","level":"Yellow","msg":"Line 4: resin hopper below 20%","time":"14 min ago"}}
+{"op":"add","path":"/state/andon/alerts/2","value":{"id":"A3","level":"Green","msg":"Line 1: restart complete, ramping up","time":"31 min ago"}}
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+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"variant":"card","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"CardHeader","props":{"title":"6. Machines Due for Maintenance","subtitle":"Next 14 days"},"children":[]}}
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+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"M1","machine":"Press P-201 (Line 3)","due":"Tomorrow","task":"Hydraulic seal replacement"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"M2","machine":"Extruder E-104 (Line 1)","due":"In 4 days","task":"Screw inspection + lubrication"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"M3","machine":"Conveyor C-310 (Line 4)","due":"In 9 days","task":"Belt tension and alignment"}}
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+{"op":"add","path":"/elements/maint-machine","value":{"type":"TextContent","props":{"text":{"$template":"${machine} — due ${due}"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/sched-form","value":{"type":"Form","props":{"name":"schedMaint","buttons":"sched-buttons","fields":["sched-fc-machine","sched-fc-task","sched-fc-date"]},"children":[]}}
+{"op":"add","path":"/elements/sched-fc-machine","value":{"type":"FormControl","props":{"label":"Machine","input":"sched-machine"},"children":[]}}
+{"op":"add","path":"/elements/sched-machine","value":{"type":"Select","props":{"name":"machine","items":["sched-mi-1","sched-mi-2","sched-mi-3"],"placeholder":"Select machine","value":{"$bindState":"/form/machine"}},"children":[]}}
+{"op":"add","path":"/elements/sched-mi-1","value":{"type":"SelectItem","props":{"value":"Press P-201","label":"Press P-201 (Line 3)"},"children":[]}}
+{"op":"add","path":"/elements/sched-mi-2","value":{"type":"SelectItem","props":{"value":"Extruder E-104","label":"Extruder E-104 (Line 1)"},"children":[]}}
+{"op":"add","path":"/elements/sched-mi-3","value":{"type":"SelectItem","props":{"value":"Conveyor C-310","label":"Conveyor C-310 (Line 4)"},"children":[]}}
+{"op":"add","path":"/state/form","value":{"machine":"","task":"","date":""}}
+{"op":"add","path":"/elements/sched-fc-task","value":{"type":"FormControl","props":{"label":"Task","input":"sched-task"},"children":[]}}
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+{"op":"add","path":"/elements/sched-buttons","value":{"type":"Buttons","props":{"buttons":["sched-submit"]},"children":[]}}
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+{"op":"add","path":"/state/stock","value":[]}
+{"op":"add","path":"/state/stock/0","value":{"id":"S1","name":"Steel coil","level":68,"detail":"13.6 t remaining (~2.5 days)"}}
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+{"op":"add","path":"/state/deliveries","value":[]}
+{"op":"add","path":"/state/deliveries/0","value":{"id":"D1","supplier":"NordStahl GmbH","item":"Steel coil, 8 t","eta":"Wed 10:00","status":"Confirmed"}}
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+{"op":"add","path":"/state/workOrders/1","value":{"id":"W2","order":"WO-1045","desc":"Replace worn guide rollers, Line 4 conveyor","priority":"High","due":"Tomorrow"}}
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+{"op":"add","path":"/state/workOrders/3","value":{"id":"W4","order":"WO-1057","desc":"Update PLC firmware on palletizer","priority":"Low","due":"Next week"}}
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+{"op":"add","path":"/elements/export-head","value":{"type":"CardHeader","props":{"title":"17. Shift Report","subtitle":"PDF summary of all KPIs, alerts and orders"},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export shift report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reportExported","value":false}
+{"op":"add","path":"/elements/exported-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"Shift report PDF generated and sent to the plant manager's inbox."},"visible":{"$state":"/reportExported"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..95fd09ffd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","andon-alerts","kpi-row","line-focus","lines-section","charts-row","maint-stock-row","ops-row","footer-actions"]}}
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+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Factory Floor Supervisor Console","subtitle":"Plant 2 — Live production overview"},"children":[]}}
+{"op":"add","path":"/elements/header-clock","value":{"type":"Tag","props":{"text":"Shift A — 06:00–14:00","icon":"clock","variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/andon-alerts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["andon-header","andon-list"]}}
+{"op":"add","path":"/elements/andon-header","value":{"type":"CardHeader","props":{"title":"Live Andon Alerts","subtitle":"Real-time floor signals"},"children":[]}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/andon","key":"id"},"children":["andon-item"]}}
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+{"op":"add","path":"/state/andon","value":[]}
+{"op":"add","path":"/state/andon/0","value":{"id":"a1","line":"Line 3","message":"Torque gun fault at station 12","time":"07:42","severity":"error","ack":"No"}}
+{"op":"add","path":"/state/andon/1","value":{"id":"a2","line":"Line 1","message":"Material low — resin hopper","time":"08:05","severity":"warning","ack":"Yes"}}
+{"op":"add","path":"/state/andon/2","value":{"id":"a3","line":"Line 4","message":"Quality check requested by operator","time":"08:17","severity":"info","ack":"No"}}
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+{"op":"add","path":"/elements/kpi-oee-head","value":{"type":"CardHeader","props":{"title":"Overall Equipment Effectiveness"},"children":[]}}
+{"op":"add","path":"/elements/kpi-oee-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/oee}%** — Availability ${/oeeParts/availability}% · Performance ${/oeeParts/performance}% · Quality ${/oeeParts/quality}%"},"size":"large"},"children":[]}}
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+{"op":"add","path":"/state/oeeParts","value":{"availability":86,"performance":92,"quality":99.1}}
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+{"op":"add","path":"/state/lines/3","value":{"id":"l4","name":"Line 4","rate":74,"targetRate":90,"status":"Changeover"}}
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+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["defect-head","defect-chart","defect-s1"]}}
+{"op":"add","path":"/elements/defect-head","value":{"type":"CardHeader","props":{"title":"Defect Rate — Past 4 Weeks","subtitle":"Percent defective units"},"children":[]}}
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+{"op":"add","path":"/elements/downtime-head","value":{"type":"CardHeader","props":{"title":"Downtime by Cause","subtitle":"Hours this week"},"children":[]}}
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+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","machine":"Conveyor CV-2","due":"In 4 days","urgency":"Soon"}}
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+{"op":"add","path":"/elements/maint-si-4","value":{"type":"SelectItem","props":{"value":"welder-w-07","label":"Welder W-07"},"children":[]}}
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+{"op":"add","path":"/elements/maint-date","value":{"type":"DatePicker","props":{"name":"maintDate","mode":"single"},"children":[]}}
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+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"q2","batch":"B-2304","product":"Housing shell","qty":260,"reason":"Surface finish defect","since":"Tue"}}
+{"op":"add","path":"/elements/wo-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["wo-head","wo-list"]}}
+{"op":"add","path":"/elements/wo-head","value":{"type":"CardHeader","props":{"title":"Open Work Orders"},"children":[]}}
+{"op":"add","path":"/elements/wo-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["wo-item"]}}
+{"op":"add","path":"/elements/wo-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["wo-item-text","wo-item-tag"]}}
+{"op":"add","path":"/elements/wo-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${product} × ${qty} (due ${due})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/wo-item-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"Medium"},"$then":"warning","$else":"neutral"}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-1042","product":"Gear housing","qty":1200,"due":"Today","priority":"High"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-1045","product":"Valve body","qty":800,"due":"Tomorrow","priority":"Medium"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-1051","product":"Mounting plate","qty":2500,"due":"Fri","priority":"Low"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-1053","product":"Drive shaft","qty":400,"due":"Fri","priority":"Medium"}}
+{"op":"add","path":"/elements/footer-actions","value":{"type":"Card","props":{"direction":"row","justify":"end","gap":"m"},"children":["export-btn","export-done"]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Shift Report (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reportExported","value":false}
+{"op":"add","path":"/elements/export-done","value":{"type":"Tag","props":{"text":"Report exported ✓","variant":"success","icon":"check"},"visible":{"$state":"/reportExported"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..5cd6f7c05
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,127 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","andon-section","kpis-row","lines-section","focus-panel","charts-row-1","charts-row-2","ops-row","safety-row","wo-section","maint-section","footer"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-text","export-dialog"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Factory Floor Supervisor Console","subtitle":"Plant 2 · Line status live · Shift B"},"children":[]}}
+{"op":"add","path":"/elements/export-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Shift Report","title":"Export Shift Report","description":"Generate the end-of-shift report including OEE, output, defects and downtime.","triggerVariant":"default"},"content":["export-note","export-btn"],"children":[]}}
+{"op":"add","path":"/elements/export-note","value":{"type":"TextContent","props":{"text":"The report will include all KPIs, line performance, quality holds and open work orders for the current shift."},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Download PDF","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/andon-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["andon-header","andon-list"]}}
+{"op":"add","path":"/elements/andon-header","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/andon","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Callout","props":{"variant":{"$item":"level"},"title":{"$template":"${line} — ${title}"},"description":{"$template":"${detail} · raised ${time}"}},"children":[]}}
+{"op":"add","path":"/state/andon","value":[]}
+{"op":"add","path":"/state/andon/0","value":{"id":"a1","line":"Line 2","title":"Torque tool fault","detail":"Station 4 nutrunner offline, maintenance paged","time":"14:02","level":"error"}}
+{"op":"add","path":"/state/andon/1","value":{"id":"a2","line":"Line 1","title":"Material low","detail":"Resin hopper below 20%, refill requested","time":"13:47","level":"warning"}}
+{"op":"add","path":"/state/andon/2","value":{"id":"a3","line":"Line 3","title":"Quality check passed","detail":"First-article inspection cleared after changeover","time":"13:15","level":"success"}}
+{"op":"add","path":"/elements/kpis-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["kpi-oee","kpi-output","kpi-energy","kpi-safety"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-oee-title","kpi-oee-prog"]}}
+{"op":"add","path":"/elements/kpi-oee-title","value":{"type":"CardHeader","props":{"title":"Overall Equipment Effectiveness","subtitle":"Availability 92% · Performance 88% · Quality 97%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-oee-prog","value":{"type":"Progress","props":{"value":{"$state":"/oee"},"label":{"$template":"OEE: ${/oee}%"}},"children":[]}}
+{"op":"add","path":"/state/oee","value":78}
+{"op":"add","path":"/elements/kpi-output","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-out-title","kpi-out-prog"]}}
+{"op":"add","path":"/elements/kpi-out-title","value":{"type":"CardHeader","props":{"title":"Units Produced vs Target","subtitle":{"$template":"${/unitsProduced} of ${/unitsTarget} units today"}},"children":[]}}
+{"op":"add","path":"/elements/kpi-out-prog","value":{"type":"Progress","props":{"value":{"$state":"/unitsPct"},"label":{"$template":"${/unitsPct}% of daily target"}},"children":[]}}
+{"op":"add","path":"/state/unitsProduced","value":1640}
+{"op":"add","path":"/state/unitsTarget","value":2000}
+{"op":"add","path":"/state/unitsPct","value":82}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-energy-title","kpi-energy-prog"]}}
+{"op":"add","path":"/elements/kpi-energy-title","value":{"type":"CardHeader","props":{"title":"Energy Use Today","subtitle":"Budget 6,500 kWh per day"},"children":[]}}
+{"op":"add","path":"/elements/kpi-energy-prog","value":{"type":"Progress","props":{"value":{"$state":"/energyPct"},"label":{"$template":"${/energyKwh} kWh used (${/energyPct}% of budget)"}},"children":[]}}
+{"op":"add","path":"/state/energyKwh","value":4225}
+{"op":"add","path":"/state/energyPct","value":65}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-safety-title","kpi-safety-text"]}}
+{"op":"add","path":"/elements/kpi-safety-title","value":{"type":"CardHeader","props":{"title":"Safety","subtitle":"Incidents year to date"},"children":[]}}
+{"op":"add","path":"/elements/kpi-safety-text","value":{"type":"TextContent","props":{"size":"large-heavy","text":{"$template":"${/safetyIncidents} incidents · ${/daysSinceIncident} days since last"}},"children":[]}}
+{"op":"add","path":"/state/safetyIncidents","value":3}
+{"op":"add","path":"/state/daysSinceIncident","value":47}
+{"op":"add","path":"/elements/lines-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["lines-header","lines-list"]}}
+{"op":"add","path":"/elements/lines-header","value":{"type":"Heading","props":{"text":"Production Lines (tap a line to focus)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/lines-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/lines","key":"id"},"children":["line-card"]}}
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+{"op":"add","path":"/elements/line-name","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr"}},"children":[]}}
+{"op":"add","path":"/elements/line-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Running"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/lines","value":[]}
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+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line 2","rate":0,"status":"Down","supervisor":"J. Okafor","product":"Housing R-2","oee":61}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line 3","rate":118,"status":"Running","supervisor":"M. Haddad","product":"Panel C-7","oee":79}}
+{"op":"add","path":"/state/lines/3","value":{"id":"l4","name":"Line 4","rate":96,"status":"Changeover","supervisor":"L. Brandt","product":"Frame K-1","oee":72}}
+{"op":"add","path":"/elements/focus-panel","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$state":"/focusLine"},"children":["focus-text","focus-clear"]}}
+{"op":"add","path":"/elements/focus-text","value":{"type":"TextContent","props":{"size":"small-heavy","text":{"$template":"Focused on ${/focusLine} — showing line detail view"}},"children":[]}}
+{"op":"add","path":"/elements/focus-clear","value":{"type":"Button","props":{"label":"Clear focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusLine","value":""}}},"children":[]}}
+{"op":"add","path":"/state/focusLine","value":""}
+{"op":"add","path":"/elements/charts-row-1","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["defect-card","downtime-card"]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["defect-title","defect-chart"]}}
+{"op":"add","path":"/elements/defect-title","value":{"type":"CardHeader","props":{"title":"Defect Rate — Past 4 Weeks","subtitle":"Percent defective per week"},"children":[]}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["defect-series"],"variant":"natural","yLabel":"Defect %"},"children":[]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect rate","values":[3.1,2.7,2.9,2.2]},"children":[]}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["downtime-title","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-title","value":{"type":"CardHeader","props":{"title":"Downtime by Cause","subtitle":"Minutes this week"},"children":[]}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Mechanical","Changeover","Material shortage","Planned maintenance","Other"],"values":[210,140,95,180,45],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/charts-row-2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["shift-card","stock-card"]}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["shift-title","shift-chart"]}}
+{"op":"add","path":"/elements/shift-title","value":{"type":"CardHeader","props":{"title":"Shift Output Comparison","subtitle":"Units per line per shift"},"children":[]}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Line 1","Line 2","Line 3","Line 4"],"series":["shift-a","shift-b","shift-c"],"variant":"grouped","yLabel":"Units"},"children":[]}}
+{"op":"add","path":"/elements/shift-a","value":{"type":"Series","props":{"category":"Shift A","values":[520,430,480,390]},"children":[]}}
+{"op":"add","path":"/elements/shift-b","value":{"type":"Series","props":{"category":"Shift B","values":[560,410,505,420]},"children":[]}}
+{"op":"add","path":"/elements/shift-c","value":{"type":"Series","props":{"category":"Shift C","values":[495,380,460,375]},"children":[]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-title","stock-steel","stock-resin","stock-pack"]}}
+{"op":"add","path":"/elements/stock-title","value":{"type":"CardHeader","props":{"title":"Raw Material Stock","subtitle":"Percent of storage capacity"},"children":[]}}
+{"op":"add","path":"/elements/stock-steel","value":{"type":"Progress","props":{"value":{"$state":"/stock/steel"},"label":{"$template":"Steel — ${/stock/steel}%"}},"children":[]}}
+{"op":"add","path":"/elements/stock-resin","value":{"type":"Progress","props":{"value":{"$state":"/stock/resin"},"label":{"$template":"Resin — ${/stock/resin}%"}},"children":[]}}
+{"op":"add","path":"/elements/stock-pack","value":{"type":"Progress","props":{"value":{"$state":"/stock/packaging"},"label":{"$template":"Packaging — ${/stock/packaging}%"}},"children":[]}}
+{"op":"add","path":"/state/stock","value":{"steel":68,"resin":19,"packaging":54}}
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["maint-due-card","deliveries-card","hold-card"]}}
+{"op":"add","path":"/elements/maint-due-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maint-due-title","maint-due-list"]}}
+{"op":"add","path":"/elements/maint-due-title","value":{"type":"CardHeader","props":{"title":"Machines Due for Maintenance","subtitle":"Next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/maint-due-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/maintenanceDue","key":"id"},"children":["maint-due-item"]}}
+{"op":"add","path":"/elements/maint-due-item","value":{"type":"ListItem","props":{"title":{"$item":"machine"},"subtitle":{"$template":"Due ${due} · ${task}"}},"children":[]}}
+{"op":"add","path":"/elements/maint-due-wrap","value":{"type":"ListBlock","props":{"items":["x"]},"children":[]}}
+{"op":"add","path":"/state/maintenanceDue","value":[]}
+{"op":"add","path":"/state/maintenanceDue/0","value":{"id":"m1","machine":"Press P-12","due":"Tomorrow","task":"Hydraulic seal replacement"}}
+{"op":"add","path":"/state/maintenanceDue/1","value":{"id":"m2","machine":"CNC C-04","due":"In 4 days","task":"Spindle calibration"}}
+{"op":"add","path":"/state/maintenanceDue/2","value":{"id":"m3","machine":"Conveyor V-7","due":"In 9 days","task":"Belt tension & lubrication"}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deliveries-title","deliveries-list"]}}
+{"op":"add","path":"/elements/deliveries-title","value":{"type":"CardHeader","props":{"title":"Supplier Deliveries This Week","subtitle":"Inbound dock schedule"},"children":[]}}
+{"op":"add","path":"/elements/deliveries-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/deliveries","key":"id"},"children":["deliveries-item"]}}
+{"op":"add","path":"/elements/deliveries-item","value":{"type":"ListItem","props":{"title":{"$template":"${supplier} — ${material}"},"subtitle":{"$template":"${day} · ${qty}"}},"children":[]}}
+{"op":"add","path":"/state/deliveries","value":[]}
+{"op":"add","path":"/state/deliveries/0","value":{"id":"d1","supplier":"Apex Steel Co.","material":"Cold-rolled steel","day":"Tuesday","qty":"12 t"}}
+{"op":"add","path":"/state/deliveries/1","value":{"id":"d2","supplier":"PolyChem Ltd.","material":"ABS resin pellets","day":"Wednesday","qty":"4 t"}}
+{"op":"add","path":"/state/deliveries/2","value":{"id":"d3","supplier":"PackRight","material":"Cartons & pallets","day":"Friday","qty":"8,000 units"}}
+{"op":"add","path":"/elements/hold-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["hold-title","hold-list"]}}
+{"op":"add","path":"/elements/hold-title","value":{"type":"CardHeader","props":{"title":"Batches on Quality Hold","subtitle":"Awaiting QA disposition"},"children":[]}}
+{"op":"add","path":"/elements/hold-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/qualityHolds","key":"id"},"children":["hold-item"]}}
+{"op":"add","path":"/elements/hold-item","value":{"type":"ListItem","props":{"title":{"$template":"Batch ${batch}"},"subtitle":{"$template":"${reason} · held ${since}"}},"children":[]}}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"q1","batch":"B-2281","reason":"Dimension out of tolerance","since":"2 days"}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"q2","batch":"B-2294","reason":"Surface finish defect","since":"1 day"}}
+{"op":"add","path":"/elements/safety-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["wo-title","wo-list"]}}
+{"op":"add","path":"/elements/wo-title","value":{"type":"CardHeader","props":{"title":"Open Work Orders","subtitle":"Sorted by priority"},"children":[]}}
+{"op":"add","path":"/elements/wo-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["wo-item"]}}
+{"op":"add","path":"/elements/wo-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["wo-item-text","wo-item-tag"]}}
+{"op":"add","path":"/elements/wo-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${task} (${line})"}},"children":[]}}
+{"op":"add","path":"/elements/wo-item-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":"info"}},"children":[]}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-1042","task":"Replace nutrunner station 4","line":"Line 2","priority":"High"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-1045","task":"Refill resin hopper","line":"Line 1","priority":"High"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-1051","task":"Inspect conveyor V-7 belt","line":"Line 3","priority":"Medium"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-1056","task":"Calibrate vision system","line":"Line 4","priority":"Low"}}
+{"op":"add","path":"/elements/maint-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sched-title","sched-form"]}}
+{"op":"add","path":"/elements/sched-title","value":{"type":"CardHeader","props":{"title":"Schedule Maintenance","subtitle":"Book a machine slot"},"children":[]}}
+{"op":"add","path":"/elements/sched-form","value":{"type":"Form","props":{"name":"maintForm","buttons":"sched-buttons","fields":["fc-machine","fc-date","fc-notes"]},"children":[]}}
+{"op":"add","path":"/elements/fc-machine","value":{"type":"FormControl","props":{"label":"Machine","input":"in-machine","hint":"Select the machine to service"},"children":[]}}
+{"op":"add","path":"/elements/in-machine","value":{"type":"Select","props":{"name":"machine","items":["opt-p12","opt-c04","opt-v7","opt-w1"],"placeholder":"Choose machine","value":{"$bindState":"/maintForm/machine"}},"children":[]}}
+{"op":"add","path":"/elements/opt-p12","value":{"type":"SelectItem","props":{"value":"Press P-12","label":"Press P-12"},"children":[]}}
+{"op":"add","path":"/elements/opt-c04","value":{"type":"SelectItem","props":{"value":"CNC C-04","label":"CNC C-04"},"children":[]}}
+{"op":"add","path":"/elements/opt-v7","value":{"type":"SelectItem","props":{"value":"Conveyor V-7","label":"Conveyor V-7"},"children":[]}}
+{"op":"add","path":"/elements/opt-w1","value":{"type":"SelectItem","props":{"value":"Welder W-1","label":"Welder W-1"},"children":[]}}
+{"op":"add","path":"/elements/fc-date","value":{"type":"FormControl","props":{"label":"Date","input":"in-date"},"children":[]}}
+{"op":"add","path":"/elements/in-date","value":{"type":"DatePicker","props":{"name":"date","mode":"single"},"children":[]}}
+{"op":"add","path":"/elements/fc-notes","value":{"type":"FormControl","props":{"label":"Notes","input":"in-notes"},"children":[]}}
+{"op":"add","path":"/elements/in-notes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Work to be performed...","rows":2,"value":{"$bindState":"/maintForm/notes"}},"children":[]}}
+{"op":"add","path":"/elements/sched-buttons","value":{"type":"Buttons","props":{"buttons":["sched-submit"]},"children":[]}}
+{"op":"add","path":"/elements/sched-submit","value":{"type":"Button","props":{"label":"Schedule Maintenance","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/maintenanceDue","value":{"id":"$id","machine":{"$state":"/maintForm/machine"},"due":"Scheduled","task":{"$state":"/maintForm/notes"}},"clearStatePath":"/maintForm/notes"}}},"children":[]}}
+{"op":"add","path":"/state/maintForm","value":{"machine":"","notes":""}}
+{"op":"add","path":"/elements/wo-section","value":{"type":"Card","props":{"variant":"clear"},"children":[],"visible":false}}
+{"op":"add","path":"/elements/footer","value":{"type":"TextContent","props":{"size":"small","text":"Data refreshes every 30 seconds · Plant 2 MES link OK · Last sync 14:05"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..da19c0a5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,116 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/hdr","value":{"type":"CardHeader","props":{"title":"StreamOps · Operations Room","subtitle":"Live service health, content performance and growth — single-screen overview"},"children":[]}}
+{"op":"add","path":"/elements/alert-buffer","value":{"type":"Alert","props":{"title":"Buffering SLO breach","description":"APAC buffering at 1.9% of sessions — above the 1.5% SLO for 3 consecutive hours. CDN provider 2 is degrading in Singapore.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/opt-global","value":{"type":"SelectItem","props":{"value":"global","label":"Global (all regions)"},"children":[]}}
+{"op":"add","path":"/elements/opt-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/opt-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/opt-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"LATAM"},"children":[]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"Focus region (drives live viewers & buffering below):","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"regionFocus","items":["opt-global","opt-na","opt-eu","opt-apac","opt-latam"],"value":{"$bindState":"/region"},"placeholder":"Select region"},"children":[]}}
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+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["region-label","region-select"]}}
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+{"op":"add","path":"/elements/h-titles","value":{"type":"Heading","props":{"text":"Most-watched titles — hours (last 30 days)","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/h-subs","value":{"type":"Heading","props":{"text":"New subscribers vs cancellations — weekly","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/h-genre","value":{"type":"Heading","props":{"text":"Performance by genre","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/genre-complete","value":{"type":"Series","props":{"category":"Completion rate (%)","values":[71,66,59,64,48,58]},"children":[]}}
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+{"op":"add","path":"/elements/h-delivery","value":{"type":"Heading","props":{"text":"Delivery health by region","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["col-region","col-uptime","col-bitrate","col-errors"]},"children":[]}}
+{"op":"add","path":"/elements/sep-6","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/h-releases","value":{"type":"Heading","props":{"text":"Releases coming this month","level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/releases/0","value":{"id":"r1","title":"Harbor Lights — Season 2","date":"Dec 3","type":"Series premiere"}}
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+{"op":"add","path":"/state/releases/3","value":{"id":"r4","title":"Neon Divide","date":"Dec 21","type":"Film premiere"}}
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+{"op":"add","path":"/elements/h-licenses","value":{"type":"Heading","props":{"text":"Licenses expiring soon","level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/licenses/2","value":{"id":"l3","title":"The Orchard Club (S1–S3)","expiry":"Dec 26","regions":"North America"}}
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+{"op":"add","path":"/elements/search-item","value":{"type":"ListItem","props":{"title":{"$item":"query"},"subtitle":{"$template":"${count} searches · 0 playbacks"}},"children":[]}}
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+{"op":"add","path":"/state/searches","value":[]}
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+{"op":"add","path":"/state/searches/1","value":{"id":"s2","query":"harbor lights season 2 release date","count":"1,876"}}
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+{"op":"add","path":"/state/searches/3","value":{"id":"s4","query":"kids halloween specials","count":"968"}}
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+{"op":"add","path":"/elements/rev-h","value":{"type":"Heading","props":{"text":"Revenue split by plan (share %)","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/dev-h","value":{"type":"Heading","props":{"text":"Viewing split by device (share %)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dev-radial","value":{"type":"RadialChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,7,5]},"children":[]}}
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+{"op":"add","path":"/elements/h-flags","value":{"type":"Heading","props":{"text":"Feature flags","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/flag-upscale","value":{"type":"SwitchItem","props":{"label":"4K upscaling (AV1)","description":"Enabled on compatible TV devices","name":"upscale4k","defaultChecked":true},"children":[]}}
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+{"op":"add","path":"/elements/flag-ads","value":{"type":"SwitchItem","props":{"label":"Ad-supported tier","description":"Pre-roll + mid-roll ads on Basic plan","name":"adTier","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flag-downloads","value":{"type":"SwitchItem","props":{"label":"Offline downloads v2","description":"Background refresh of downloaded titles","name":"downloadsV2","defaultChecked":false},"children":[]}}
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+{"op":"add","path":"/elements/h-promo","value":{"type":"Heading","props":{"text":"Promote a title on the home screen","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/po-1","value":{"type":"SelectItem","props":{"value":"Shadow Point","label":"Shadow Point"},"children":[]}}
+{"op":"add","path":"/elements/po-2","value":{"type":"SelectItem","props":{"value":"Cedar Falls","label":"Cedar Falls"},"children":[]}}
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+{"op":"add","path":"/state/promoPick","value":""}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..aa287ddbd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/hdr","value":{"type":"Heading","props":{"text":"StreamOps — Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/region-bar","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus region:"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All regions","value":{"$bindState":"/region"},"items":["ri-all","ri-na","ri-eu","ri-apac","ri-latam"]},"children":[]}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/ri-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/ri-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/ri-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/ri-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"},"children":[]}}
+{"op":"add","path":"/elements/ri-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-content","tab-quality","tab-admin"]},"children":[]}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Overview","content":["viewers-card","watch-chart-card","subs-chart-card","rev-device-row"]},"children":[]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["viewers-hdr","viewers-num","viewers-sub"]}}
+{"op":"add","path":"/elements/viewers-hdr","value":{"type":"CardHeader","props":{"title":"Watching right now","subtitle":"Concurrent viewers, live"},"children":[]}}
+{"op":"add","path":"/elements/viewers-num","value":{"type":"TextContent","props":{"text":{"$template":"**${/viewersNow}** concurrent viewers"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/watch-hdr","value":{"type":"CardHeader","props":{"title":"Watch time — past 30 days","subtitle":"Millions of hours per day"},"children":[]}}
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+{"op":"add","path":"/elements/subs-hdr","value":{"type":"CardHeader","props":{"title":"New subscribers vs cancellations","subtitle":"Weekly, past 6 weeks"},"children":[]}}
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+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["device-hdr","device-pie"]}}
+{"op":"add","path":"/elements/device-hdr","value":{"type":"CardHeader","props":{"title":"Viewing by device","subtitle":"Share of total hours"},"children":[]}}
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+{"op":"add","path":"/elements/titles-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["titles-hdr","titles-table"]}}
+{"op":"add","path":"/elements/titles-hdr","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"Hours viewed, past 7 days"},"children":[]}}
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+{"op":"add","path":"/elements/ctr-note","value":{"type":"TextContent","props":{"text":"'Because you watched' rail leads at 41%; 'Top 10' rail at 29%.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/dead-hdr","value":{"type":"CardHeader","props":{"title":"Searches with no playback","subtitle":"Top zero-result searches, 24h"},"children":[]}}
+{"op":"add","path":"/elements/dead-table","value":{"type":"Table","props":{"columns":["dc-query","dc-count"]},"children":[]}}
+{"op":"add","path":"/elements/dc-query","value":{"type":"Col","props":{"label":"Query","data":["dune part three","live cricket","studio ghibli","nba highlights","friends reunion"]},"children":[]}}
+{"op":"add","path":"/elements/dc-count","value":{"type":"Col","props":{"label":"Searches","type":"number","data":[48210,31877,24102,19845,15330]},"children":[]}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["releases-hdr","releases-table"]}}
+{"op":"add","path":"/elements/releases-hdr","value":{"type":"CardHeader","props":{"title":"Releases coming this month","subtitle":"Scheduled premieres"},"children":[]}}
+{"op":"add","path":"/elements/releases-table","value":{"type":"Table","props":{"columns":["rc-title","rc-date","rc-type"]},"children":[]}}
+{"op":"add","path":"/elements/rc-title","value":{"type":"Col","props":{"label":"Title","data":["Vespertine (S1)","Harbor Nights","Quantum Kitchen","Echoes of Marra"]},"children":[]}}
+{"op":"add","path":"/elements/rc-date","value":{"type":"Col","props":{"label":"Date","data":["Jun 6","Jun 13","Jun 19","Jun 27"]},"children":[]}}
+{"op":"add","path":"/elements/rc-type","value":{"type":"Col","props":{"label":"Type","data":["Original series","Licensed film","Original reality","Original film"]},"children":[]}}
+{"op":"add","path":"/elements/expiring-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["expiring-hdr","expiring-callout","expiring-table"]}}
+{"op":"add","path":"/elements/expiring-hdr","value":{"type":"CardHeader","props":{"title":"Licenses expiring soon","subtitle":"Next 30 days"},"children":[]}}
+{"op":"add","path":"/elements/expiring-callout","value":{"type":"Callout","props":{"variant":"warning","title":"3 licensed titles expire within 30 days","description":"Renewal decisions needed for Galactica 2080, Paper Moons, and The Understudy."},"children":[]}}
+{"op":"add","path":"/elements/expiring-table","value":{"type":"Table","props":{"columns":["ec-title","ec-expiry","ec-hours"]},"children":[]}}
+{"op":"add","path":"/elements/ec-title","value":{"type":"Col","props":{"label":"Title","data":["Galactica 2080","Paper Moons","The Understudy"]},"children":[]}}
+{"op":"add","path":"/elements/ec-expiry","value":{"type":"Col","props":{"label":"Expires","data":["Jun 9","Jun 17","Jun 28"]},"children":[]}}
+{"op":"add","path":"/elements/ec-hours","value":{"type":"Col","props":{"label":"Hours last 30d (K)","type":"number","data":[812,390,145]},"children":[]}}
+{"op":"add","path":"/elements/promote-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promote-hdr","promote-row","promoted-list"]}}
+{"op":"add","path":"/elements/promote-hdr","value":{"type":"CardHeader","props":{"title":"Promote a title on the home screen","subtitle":"Pinned titles appear in the hero rail"},"children":[]}}
+{"op":"add","path":"/elements/promote-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["promote-select","promote-btn"]}}
+{"op":"add","path":"/elements/promote-select","value":{"type":"Select","props":{"name":"promoteTitle","placeholder":"Choose a title…","value":{"$bindState":"/promoteTitle"},"items":["pt-1","pt-2","pt-3","pt-4"]},"children":[]}}
+{"op":"add","path":"/state/promoteTitle","value":""}
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+{"op":"add","path":"/elements/pt-2","value":{"type":"SelectItem","props":{"value":"Midnight Harbor","label":"Midnight Harbor"},"children":[]}}
+{"op":"add","path":"/elements/pt-3","value":{"type":"SelectItem","props":{"value":"Static Bloom","label":"Static Bloom"},"children":[]}}
+{"op":"add","path":"/elements/pt-4","value":{"type":"SelectItem","props":{"value":"Quantum Kitchen","label":"Quantum Kitchen"},"children":[]}}
+{"op":"add","path":"/elements/promote-btn","value":{"type":"Button","props":{"label":"Pin to home","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/promoted","value":{"id":"$id","title":{"$state":"/promoteTitle"}},"clearStatePath":"/promoteTitle"}}},"children":[]}}
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+{"op":"add","path":"/state/promoted","value":[]}
+{"op":"add","path":"/elements/promoted-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":"Pinned to home hero rail"},"children":[]}}
+{"op":"add","path":"/state/promoted/0","value":{"id":"p1","title":"Midnight Harbor"}}
+{"op":"add","path":"/elements/tab-quality","value":{"type":"TabItem","props":{"value":"quality","trigger":"Quality","content":["buffer-card","health-card"]},"children":[]}}
+{"op":"add","path":"/elements/buffer-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["buffer-hdr","buffer-progress","buffer-callout"]}}
+{"op":"add","path":"/elements/buffer-hdr","value":{"type":"CardHeader","props":{"title":"Buffering rate","subtitle":"Rebuffering ratio, all streams, 24h"},"children":[]}}
+{"op":"add","path":"/elements/buffer-progress","value":{"type":"Progress","props":{"value":1.8,"label":"1.8% (SLO ≤ 2.5%)"},"children":[]}}
+{"op":"add","path":"/elements/buffer-callout","value":{"type":"Callout","props":{"variant":"success","title":"Within SLO","description":"Buffering is below the 2.5% threshold across all CDNs. APAC edge cache hit rate improved to 96.1%."},"children":[]}}
+{"op":"add","path":"/elements/health-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["health-hdr","health-table"]}}
+{"op":"add","path":"/elements/health-hdr","value":{"type":"CardHeader","props":{"title":"Delivery health by region","subtitle":"CDN performance, live"},"children":[]}}
+{"op":"add","path":"/elements/health-table","value":{"type":"Table","props":{"columns":["hc-region","hc-status","hc-buffer","hc-bitrate"]},"children":[]}}
+{"op":"add","path":"/elements/hc-region","value":{"type":"Col","props":{"label":"Region","data":["North America","Europe","Asia-Pacific","Latin America"]},"children":[]}}
+{"op":"add","path":"/elements/hc-status","value":{"type":"Col","props":{"label":"Status","data":["Healthy","Healthy","Degraded","Healthy"]},"children":[]}}
+{"op":"add","path":"/elements/hc-buffer","value":{"type":"Col","props":{"label":"Buffering %","type":"number","data":[1.2,1.5,3.1,2.0]},"children":[]}}
+{"op":"add","path":"/elements/hc-bitrate","value":{"type":"Col","props":{"label":"Avg bitrate (Mbps)","type":"number","data":[8.4,8.1,6.2,7.0]},"children":[]}}
+{"op":"add","path":"/elements/tab-admin","value":{"type":"TabItem","props":{"value":"admin","trigger":"Admin","content":["genre-card","flags-card"]},"children":[]}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["genre-hdr","genre-chart","genre-hours","genre-completion"]}}
+{"op":"add","path":"/elements/genre-hdr","value":{"type":"CardHeader","props":{"title":"Performance by genre","subtitle":"Hours viewed vs completion rate, past 30 days"},"children":[]}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"BarChart","props":{"labels":["Drama","Comedy","Docs","Sci-Fi","Reality","Kids"],"series":["genre-hours","genre-completion"],"variant":"grouped","xLabel":"Genre","yLabel":"Value"},"children":[]}}
+{"op":"add","path":"/elements/genre-hours","value":{"type":"Series","props":{"category":"Hours (M)","values":[212,148,96,134,88,74]},"children":[]}}
+{"op":"add","path":"/elements/genre-completion","value":{"type":"Series","props":{"category":"Completion %","values":[71,64,58,77,49,83]},"children":[]}}
+{"op":"add","path":"/elements/flags-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flags-hdr","flags-group"]}}
+{"op":"add","path":"/elements/flags-hdr","value":{"type":"CardHeader","props":{"title":"Feature flags","subtitle":"Production rollout state"},"children":[]}}
+{"op":"add","path":"/elements/flags-group","value":{"type":"SwitchGroup","props":{"name":"flags","variant":"sunk","items":["ff-1","ff-2","ff-3","ff-4","ff-5"]},"children":[]}}
+{"op":"add","path":"/elements/ff-1","value":{"type":"SwitchItem","props":{"label":"New recommendation engine v3","description":"Gradual rollout — 25% of users","name":"recV3","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/ff-2","value":{"type":"SwitchItem","props":{"label":"AV1 streaming on Smart TV","description":"Enabled for Premium tier","name":"av1","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/ff-3","value":{"type":"SwitchItem","props":{"label":"Redesigned kids profile","description":"Beta — internal testers only","name":"kidsUI","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/ff-4","value":{"type":"SwitchItem","props":{"label":"Offline downloads on Basic plan","description":"Pending legal review","name":"offlineBasic","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/ff-5","value":{"type":"SwitchItem","props":{"label":"Live chat watch parties","description":"Dark launch — LATAM only","name":"watchParty","defaultChecked":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..135620762
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hdr","kpi-row","sep-1","sec-live","sep-2","sec-growth","sep-3","sec-quality","sep-4","sec-content","sep-5","sec-admin"]}}
+{"op":"add","path":"/elements/hdr","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["hdr-left","live-badge"]}}
+{"op":"add","path":"/elements/hdr-left","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["hdr-title","hdr-sub"]}}
+{"op":"add","path":"/elements/hdr-title","value":{"type":"Heading","props":{"text":"StreamOps — Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hdr-sub","value":{"type":"TextContent","props":{"text":"Live service telemetry • updated 30s ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/live-badge","value":{"type":"Badge","props":{"text":"● ALL SYSTEMS OPERATIONAL","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-viewers","kpi-watchtime","kpi-buffer","kpi-revenue"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-viewers-label","kpi-viewers-val","kpi-viewers-sub"]}}
+{"op":"add","path":"/elements/kpi-viewers-label","value":{"type":"TextContent","props":{"text":"Watching right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-viewers-val","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/viewersNow"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis/viewersNow","value":"1,284,302"}
+{"op":"add","path":"/elements/kpi-viewers-sub","value":{"type":"Tag","props":{"text":"▲ 4.2% vs last hour","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-watchtime","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-wt-label","kpi-wt-val","kpi-wt-sub"]}}
+{"op":"add","path":"/elements/kpi-wt-label","value":{"type":"TextContent","props":{"text":"Watch time (30d)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-wt-val","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/watchTime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis/watchTime","value":"412M hrs"}
+{"op":"add","path":"/elements/kpi-wt-sub","value":{"type":"Tag","props":{"text":"▲ 7.8% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-buffer","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-buf-label","kpi-buf-val","kpi-buf-sub"]}}
+{"op":"add","path":"/elements/kpi-buf-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-buf-val","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/bufferRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis/bufferRate","value":"0.42%"}
+{"op":"add","path":"/elements/kpi-buf-sub","value":{"type":"Tag","props":{"text":"▼ 0.06 pts — within SLO","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-rev-label","kpi-rev-val","kpi-rev-sub"]}}
+{"op":"add","path":"/elements/kpi-rev-label","value":{"type":"TextContent","props":{"text":"MRR","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/mrr"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis/mrr","value":"$86.4M"}
+{"op":"add","path":"/elements/kpi-rev-sub","value":{"type":"Tag","props":{"text":"▲ 2.1% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/sep-1","value":{"type":"Separator","props":{},"children":[]}}
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+{"op":"add","path":"/elements/live-hdr","value":{"type":"Heading","props":{"text":"Audience & Playback","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/live-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"variant":"clear"},"children":["card-top-titles","card-watchtrend","card-genre"]}}
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+{"op":"add","path":"/elements/tt-hdr","value":{"type":"CardHeader","props":{"title":"Most-watched titles (24h)","subtitle":"Hours streamed per title"},"children":[]}}
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+{"op":"add","path":"/elements/card-watchtrend","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["wt-hdr","wt-chart","wt-s1"]}}
+{"op":"add","path":"/elements/wt-hdr","value":{"type":"CardHeader","props":{"title":"Watch time — past 30 days","subtitle":"Million hours per day"},"children":[]}}
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+{"op":"add","path":"/elements/genre-hdr","value":{"type":"CardHeader","props":{"title":"Performance by genre","subtitle":"Engagement score"},"children":[]}}
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+{"op":"add","path":"/elements/card-rev","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rev-hdr","rev-chart"]}}
+{"op":"add","path":"/elements/rev-hdr","value":{"type":"CardHeader","props":{"title":"Revenue split by plan","subtitle":"Share of MRR"},"children":[]}}
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+{"op":"add","path":"/elements/card-device","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dev-hdr","dev-chart"]}}
+{"op":"add","path":"/elements/dev-hdr","value":{"type":"CardHeader","props":{"title":"Viewing split by device","subtitle":"Share of streamed hours"},"children":[]}}
+{"op":"add","path":"/elements/dev-chart","value":{"type":"PieChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,27,14,8,5],"variant":"pie","appearance":"semiCircular"},"children":[]}}
+{"op":"add","path":"/elements/card-reco","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reco-hdr","reco-chart","reco-s1"]}}
+{"op":"add","path":"/elements/reco-hdr","value":{"type":"CardHeader","props":{"title":"Recommendation click-through","subtitle":"CTR % per rail"},"children":[]}}
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+{"op":"add","path":"/elements/sep-3","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/sec-quality","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["q-hdr","q-grid"]}}
+{"op":"add","path":"/elements/q-hdr","value":{"type":"Heading","props":{"text":"Delivery Quality","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/q-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"variant":"clear"},"children":["card-buffer","card-regions","card-search"]}}
+{"op":"add","path":"/elements/card-buffer","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["buf-hdr","buf-chart","buf-s1"]}}
+{"op":"add","path":"/elements/buf-hdr","value":{"type":"CardHeader","props":{"title":"Buffering rate trend","subtitle":"% of sessions, hourly"},"children":[]}}
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+{"op":"add","path":"/elements/reg-hdr","value":{"type":"CardHeader","props":{"title":"Delivery health by region","subtitle":"Select a region to focus"},"children":[]}}
+{"op":"add","path":"/elements/reg-focus-label","value":{"type":"Label","props":{"text":"Focus region"},"children":[]}}
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+{"op":"add","path":"/state/focusRegion","value":"all"}
+{"op":"add","path":"/elements/reg-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/reg-opt-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/reg-opt-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/reg-opt-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/reg-opt-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"},"children":[]}}
+{"op":"add","path":"/elements/reg-table","value":{"type":"Table","props":{"columns":["reg-c1","reg-c2","reg-c3","reg-c4"]},"children":[]}}
+{"op":"add","path":"/elements/reg-c1","value":{"type":"Col","props":{"label":"Region","data":["North America","Europe","Latin America","Asia-Pacific"]},"children":[]}}
+{"op":"add","path":"/elements/reg-c2","value":{"type":"Col","props":{"label":"Uptime %","data":[99.98,99.95,99.71,99.88],"type":"number"},"children":[]}}
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+{"op":"add","path":"/elements/reg-c4","value":{"type":"Col","props":{"label":"Status","data":["Healthy","Healthy","Degraded","Healthy"]},"children":[]}}
+{"op":"add","path":"/elements/card-search","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["srch-hdr","srch-list","srch-note"]}}
+{"op":"add","path":"/elements/srch-hdr","value":{"type":"CardHeader","props":{"title":"Searches without playback","subtitle":"Zero-result or abandoned searches"},"children":[]}}
+{"op":"add","path":"/elements/srch-list","value":{"type":"ListBlock","props":{"items":["srch-i1","srch-i2","srch-i3","srch-i4"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/srch-i1","value":{"type":"ListItem","props":{"title":"\"harry potter\"","subtitle":"4,210 searches • 0% playback (not licensed)"},"children":[]}}
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+{"op":"add","path":"/elements/srch-i3","value":{"type":"ListItem","props":{"title":"\"live sports\"","subtitle":"1,932 searches • 6% playback"},"children":[]}}
+{"op":"add","path":"/elements/srch-i4","value":{"type":"ListItem","props":{"title":"\"studio ghibli\"","subtitle":"1,208 searches • 0% playback"},"children":[]}}
+{"op":"add","path":"/elements/srch-note","value":{"type":"Callout","props":{"variant":"warning","title":"Acquisition signal","description":"12.4% of all searches ended without playback this week — up 1.8 pts. Top gaps map to expiring licenses."},"children":[]}}
+{"op":"add","path":"/elements/sep-4","value":{"type":"Separator","props":{},"children":[]}}
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+{"op":"add","path":"/elements/promo-slot-3","value":{"type":"SelectItem","props":{"value":"coming","label":"Coming Soon teaser"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..47b12f091
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,121 @@
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+{"op":"add","path":"/elements/kpi-viewers-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/liveViewers} concurrent viewers"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-viewers-sub","value":{"type":"TextContent","props":{"text":"▲ 6.2% vs. this time yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{}}
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+{"op":"add","path":"/state/kpis/recoCtr","value":"18.7%"}
+{"op":"add","path":"/state/kpis/zeroPlayRate","value":"3.1%"}
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+{"op":"add","path":"/elements/kpi-buffer-sub","value":{"type":"TextContent","props":{"text":"▼ 0.08 pts — within SLO of 0.75%","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/expiringLicenses/1","value":{"id":"l2","title":"Casa Verde (S1–S2)","expires":"Jul 5"}}
+{"op":"add","path":"/state/expiringLicenses/2","value":{"id":"l3","title":"Paper Kingdoms","expires":"Jul 12"}}
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+{"op":"add","path":"/state/zeroPlaySearches","value":[]}
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+{"op":"add","path":"/state/zeroPlaySearches/1","value":{"id":"s2","term":"studio ghibli","count":5400}}
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+{"op":"add","path":"/elements/ps-4","value":{"type":"SelectItem","props":{"value":"Salt & Smoke","label":"Salt & Smoke"},"children":[]}}
+{"op":"add","path":"/state/promoteSelection","value":""}
+{"op":"add","path":"/elements/promote-button","value":{"type":"Button","props":{"label":"Pin to home hero","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/promotedTitles","value":{"id":"$id","title":{"$state":"/promoteSelection"}}}}},"children":[]}}
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+{"op":"add","path":"/state/promotedTitles","value":[]}
+{"op":"add","path":"/state/promotedTitles/0","value":{"id":"p1","title":"The Harbormaster"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..b464e3da3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r1.txt
@@ -0,0 +1,114 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["title","deptFocus","kpiRow","enrollCard","appsCard","ratesRow","coursesCard","facultyCard","riskCard","budgetRow","eventsCard","alumniCard","semesterCard","waitlistCard","approveCard","messageCard"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"University Administration Overview — Fall 2025","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/deptFocus","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["deptLabel","deptSelect"]}}
+{"op":"add","path":"/elements/deptLabel","value":{"type":"TextContent","props":{"text":"**Focus department (12):**"},"children":[]}}
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+{"op":"add","path":"/elements/dept-bio","value":{"type":"SelectItem","props":{"value":"bio","label":"Biology"},"children":[]}}
+{"op":"add","path":"/elements/dept-econ","value":{"type":"SelectItem","props":{"value":"econ","label":"Economics"},"children":[]}}
+{"op":"add","path":"/elements/dept-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"English"},"children":[]}}
+{"op":"add","path":"/state/focusDept","value":"all"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-enroll","kpi-accept","kpi-revenue","kpi-housing"]}}
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+{"op":"add","path":"/elements/kpi-rev-t","value":{"type":"TextContent","props":{"text":"Tuition Revenue This Year (4)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-rev-v","value":{"type":"TextContent","props":{"text":"$184.6M","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-housing","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["kpi-hous-t","kpi-hous-v"]}}
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+{"op":"add","path":"/elements/acceptChart","value":{"type":"PieChart","props":{"labels":["Admitted (27.4%)","Denied (63.1%)","Waitlisted (9.5%)"],"values":[27.4,63.1,9.5],"variant":"donut"},"children":[]}}
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+{"op":"add","path":"/elements/housingHead","value":{"type":"CardHeader","props":{"title":"Housing Occupancy (9)","subtitle":"By residence hall"},"children":[]}}
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+{"op":"add","path":"/elements/coursesTable","value":{"type":"Table","props":{"columns":["cCol1","cCol2","cCol3"]},"children":[]}}
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+{"op":"add","path":"/elements/riskTable","value":{"type":"Table","props":{"columns":["rCol1","rCol2","rCol3"]},"children":[]}}
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+{"op":"add","path":"/elements/schHead","value":{"type":"CardHeader","props":{"title":"Scholarship Budget (8)","subtitle":"Used against total allocation"},"children":[]}}
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+{"op":"add","path":"/elements/eventsList","value":{"type":"ListBlock","props":{"items":["ev1","ev2","ev3","ev4"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/ev1","value":{"type":"ListItem","props":{"title":"Homecoming Weekend","subtitle":"Oct 10–12 · Alumni Center · 2,400 expected"},"children":[]}}
+{"op":"add","path":"/elements/ev2","value":{"type":"ListItem","props":{"title":"Career & Internship Fair","subtitle":"Oct 15 · Student Union Ballroom · 86 employers"},"children":[]}}
+{"op":"add","path":"/elements/ev3","value":{"type":"ListItem","props":{"title":"Research Symposium","subtitle":"Oct 21 · Science Hall · 120 presentations"},"children":[]}}
+{"op":"add","path":"/elements/ev4","value":{"type":"ListItem","props":{"title":"Fall Concert Series","subtitle":"Oct 25 · Amphitheater · Open to public"},"children":[]}}
+{"op":"add","path":"/elements/alumniCard","value":{"type":"Card","props":{"gap":"s"},"children":["alumniHead","alumniChart","alumniS1"]}}
+{"op":"add","path":"/elements/alumniHead","value":{"type":"CardHeader","props":{"title":"Alumni Giving — Past Four Years (11)","subtitle":"Total donations in $M"},"children":[]}}
+{"op":"add","path":"/elements/alumniChart","value":{"type":"AreaChart","props":{"labels":["2022","2023","2024","2025"],"series":["alumniS1"],"yLabel":"$M"},"children":[]}}
+{"op":"add","path":"/elements/alumniS1","value":{"type":"Series","props":{"category":"Giving ($M)","values":[8.2,9.6,11.3,12.8]},"children":[]}}
+{"op":"add","path":"/elements/semesterCard","value":{"type":"Card","props":{"gap":"s"},"children":["semHead","semChart","semS1","semS2"]}}
+{"op":"add","path":"/elements/semHead","value":{"type":"CardHeader","props":{"title":"This Semester vs. Last (13)","subtitle":"Key metrics side by side"},"children":[]}}
+{"op":"add","path":"/elements/semChart","value":{"type":"BarChart","props":{"labels":["Enrollment (K)","Applications (K)","Avg GPA ×10","Retention %"],"series":["semS1","semS2"],"variant":"grouped"},"children":[]}}
+{"op":"add","path":"/elements/semS1","value":{"type":"Series","props":{"category":"Last Semester","values":[12.2,14.8,31.2,88.1]},"children":[]}}
+{"op":"add","path":"/elements/semS2","value":{"type":"Series","props":{"category":"This Semester","values":[12.5,15.6,31.7,89.4]},"children":[]}}
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+{"op":"add","path":"/elements/waitHead","value":{"type":"CardHeader","props":{"title":"Waitlisted Students per Program (14)","subtitle":"Current cycle"},"children":[]}}
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+{"op":"add","path":"/elements/waitS1","value":{"type":"Series","props":{"category":"Waitlisted","values":[210,96,74,18,132]},"children":[]}}
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+{"op":"add","path":"/elements/apCode","value":{"type":"FormControl","props":{"label":"Course Code","input":"apCodeInput","hint":"e.g. CS 410"},"children":[]}}
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+{"op":"add","path":"/elements/apTitle","value":{"type":"FormControl","props":{"label":"Course Title","input":"apTitleInput"},"children":[]}}
+{"op":"add","path":"/elements/apTitleInput","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"Introduction to Robotics","value":{"$bindState":"/newCourse/title"}},"children":[]}}
+{"op":"add","path":"/elements/apCredits","value":{"type":"FormControl","props":{"label":"Credit Hours","input":"apCreditsInput"},"children":[]}}
+{"op":"add","path":"/elements/apCreditsInput","value":{"type":"Input","props":{"name":"courseCredits","type":"number","placeholder":"3","value":{"$bindState":"/newCourse/credits"}},"children":[]}}
+{"op":"add","path":"/elements/apDept","value":{"type":"FormControl","props":{"label":"Department","input":"apDeptInput"},"children":[]}}
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+{"op":"add","path":"/elements/apButtons","value":{"type":"Buttons","props":{"buttons":["apSubmit"]},"children":[]}}
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+{"op":"add","path":"/elements/msgButtons","value":{"type":"Buttons","props":{"buttons":["msgSend"]},"children":[]}}
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+{"op":"add","path":"/elements/msgConfirm","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your announcement was delivered to the selected group."},"visible":{"$state":"/msg/sent"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..e37d3b4da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r2.txt
@@ -0,0 +1,117 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/dept-sci","value":{"type":"SelectItem","props":{"value":"Sciences","label":"Sciences"},"children":[]}}
+{"op":"add","path":"/state/dept","value":"All"}
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diff --git a/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..2a9be3b46
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/jsonrender__b5-university__r3.txt
@@ -0,0 +1,115 @@
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index 000000000..e7d37a599
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+{"op":"add","path":"/elements/cf2cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"},"children":[]}}
+{"op":"add","path":"/elements/cf2bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/cf2eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/cf2arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"},"children":[]}}
+{"op":"add","path":"/elements/cf3","value":{"type":"FormControl","props":{"label":"Credit Hours","input":"cf3in"},"children":[]}}
+{"op":"add","path":"/elements/cf3in","value":{"type":"Slider","props":{"name":"credits","variant":"discrete","min":1,"max":6,"step":1,"defaultValue":[3],"label":"Credits"},"children":[]}}
+{"op":"add","path":"/elements/cf4","value":{"type":"FormControl","props":{"label":"Justification","input":"cf4in"},"children":[]}}
+{"op":"add","path":"/elements/cf4in","value":{"type":"TextArea","props":{"name":"justification","placeholder":"Rationale for adding this course...","rows":4,"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/courseFormBtns","value":{"type":"Buttons","props":{"buttons":["cfSubmit","cfCancel"]},"children":[]}}
+{"op":"add","path":"/elements/cfSubmit","value":{"type":"Button","props":{"label":"Submit for Approval","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/pendingCourses","value":{"id":"$id","title":{"$state":"/courseTitle"},"status":"Pending Review"}}}},"children":[]}}
+{"op":"add","path":"/state/pendingCourses","value":[]}
+{"op":"add","path":"/elements/cfCancel","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"children":[]}}
+{"op":"add","path":"/elements/msgDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message a Student Group","title":"Send Message to Student Group","description":"Compose a message for a cohort or advising group.","content":["msgForm"]},"children":[]}}
+{"op":"add","path":"/elements/msgForm","value":{"type":"Form","props":{"name":"groupMessage","buttons":"msgBtns","fields":["mf1","mf2"]},"children":[]}}
+{"op":"add","path":"/elements/mf1","value":{"type":"FormControl","props":{"label":"Student Group","input":"mf1in"},"children":[]}}
+{"op":"add","path":"/elements/mf1in","value":{"type":"Select","props":{"name":"targetGroup","items":["mg1","mg2","mg3","mg4"],"placeholder":"Choose group"},"children":[]}}
+{"op":"add","path":"/elements/mg1","value":{"type":"SelectItem","props":{"value":"atRisk","label":"At-Risk Students (128)"},"children":[]}}
+{"op":"add","path":"/elements/mg2","value":{"type":"SelectItem","props":{"value":"waitlist","label":"Waitlisted Applicants"},"children":[]}}
+{"op":"add","path":"/elements/mg3","value":{"type":"SelectItem","props":{"value":"honors","label":"Honors Program"},"children":[]}}
+{"op":"add","path":"/elements/mg4","value":{"type":"SelectItem","props":{"value":"housing","label":"On-Campus Residents"},"children":[]}}
+{"op":"add","path":"/elements/mf2","value":{"type":"FormControl","props":{"label":"Message","input":"mf2in"},"children":[]}}
+{"op":"add","path":"/elements/mf2in","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Type your message...","rows":5,"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/msgBtns","value":{"type":"Buttons","props":{"buttons":["mfSend","mfCancel"]},"children":[]}}
+{"op":"add","path":"/elements/mfSend","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/mfCancel","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..a2870e1a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r1.txt
@@ -0,0 +1,21 @@
+root = Card([header, statusRow, amountSection, sep1, detailsTable, sep2, paySection, note])
+header = CardHeader("Invoice #INV-2024-041", "From: Alex Rivera — Freelance Design Studio")
+statusRow = TagBlock(["Awaiting Payment", "Net 14"])
+amountSection = Card([amountLabel, amountValue, dueText], "sunk", "column", "xs")
+amountLabel = TextContent("Amount Due", "small")
+amountValue = TextContent("$2,450.00 USD", "large-heavy")
+dueText = TextContent("Due date: June 30, 2024 (14 days remaining)", "small-heavy")
+sep1 = Separator()
+detailsTable = Table([itemCol, qtyCol, rateCol, totalCol])
+itemCol = Col("Service", ["Website redesign", "Brand assets", "Revisions (2 rounds)"])
+qtyCol = Col("Qty", [1, 1, 2], "number")
+rateCol = Col("Rate", ["$1,800.00", "$450.00", "$100.00"])
+totalCol = Col("Total", ["$1,800.00", "$450.00", "$200.00"])
+sep2 = Separator()
+paySection = Card([payInfo, payButtons], "card", "column", "m")
+payInfo = TextContent("Pay securely now via card or bank transfer. Payment is due by June 30, 2024.", "default")
+payButtons = Buttons([payNowBtn, bankBtn, questionBtn])
+payNowBtn = Button("Pay $2,450.00 Now", null, "primary", null, "large")
+bankBtn = Button("Pay by Bank Transfer", null, "secondary")
+questionBtn = Button("Ask a Question", null, "tertiary")
+note = TextCallout("info", "Late payments", "A 1.5% monthly late fee applies after the due date.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..c55f5cceb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r2.txt
@@ -0,0 +1,18 @@
+root = Card([header, summary, details, breakdown, payActions, note])
+header = CardHeader("Invoice #INV-2024-118", "From: Alex Rivera — Freelance Design Services")
+summary = Card([amountLabel, amountValue, statusBadge], "sunk", "column", "s")
+amountLabel = TextContent("Amount Due", "small")
+amountValue = TextContent("$2,450.00 USD", "large-heavy")
+statusBadge = Badge("Unpaid", "destructive")
+details = Table([fieldCol, valueCol])
+fieldCol = Col("Detail", ["Due Date", "Issued", "Client", "Payment Terms"])
+valueCol = Col("Value", ["December 15, 2024", "November 20, 2024", "Northwind Studio", "Net 25"])
+breakdown = Table([itemCol, qtyCol, priceCol])
+itemCol = Col("Service", ["Brand identity design", "Landing page mockups", "Revision rounds (2)"])
+qtyCol = Col("Qty", [1, 3, 2], "number")
+priceCol = Col("Amount", ["$1,500.00", "$600.00", "$350.00"])
+payActions = Buttons([payNow, payPal, downloadPdf])
+payNow = Button("Pay Now — $2,450.00 USD", null, "primary", null, "large")
+payPal = Button("Pay with PayPal", null, "secondary")
+downloadPdf = Button("Download PDF", null, "tertiary")
+note = TextCallout("info", "Late payments", "A 5% late fee applies to payments received after the due date.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..98b3d1d07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r3.txt
@@ -0,0 +1,17 @@
+root = Card([header, amountCard, dueAlert, itemsTable, payActions, note])
+header = CardHeader("Invoice #INV-2025-014", "From Alex Rivera — Freelance Design Services")
+amountCard = Card([amountLabel, amountValue, statusBadge], "sunk", "column", "s", "start")
+amountLabel = TextContent("Amount Due", "small")
+amountValue = TextContent("$2,450.00 USD", "large-heavy")
+statusBadge = Badge("Awaiting Payment", "secondary")
+dueAlert = Alert("Due Date: March 15, 2025", "Payment is due within 14 days of the invoice date. A 5% late fee applies after the due date.", "warning")
+itemsTable = Table([descCol, qtyCol, rateCol, totalCol])
+descCol = Col("Service", ["Website redesign — homepage", "Mobile responsive layouts", "Brand asset updates"])
+qtyCol = Col("Qty", [1, 3, 1])
+rateCol = Col("Rate", ["$1,200.00", "$350.00", "$200.00"])
+totalCol = Col("Amount", ["$1,200.00", "$1,050.00", "$200.00"])
+payActions = Buttons([payBtn, downloadBtn, questionBtn])
+payBtn = Button("Pay Now — $2,450.00 USD", null, "primary", null, "large")
+downloadBtn = Button("Download PDF", null, "secondary")
+questionBtn = Button("Ask a Question", null, "tertiary")
+note = TextCallout("neutral", "Payment methods", "We accept credit card, bank transfer, and PayPal. Payment details are provided securely after clicking Pay Now.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..b5afaf052
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-invoice__r4.txt
@@ -0,0 +1,17 @@
+root = Card([header, summary, lineItems, totals, dueInfo, actions])
+header = CardHeader("Invoice #INV-2024-047", "From: Alex Rivera — Freelance Design Services")
+summary = Table([summaryDesc, summaryValue])
+summaryDesc = Col("Detail", ["Client", "Project", "Issued", "Status"])
+summaryValue = Col("Value", ["Northwind Studio", "Brand identity & website design", "Oct 28, 2024", "Unpaid"])
+lineItems = Table([itemDesc, itemQty, itemRate, itemAmount])
+itemDesc = Col("Service", ["Logo & brand identity", "Website design (5 pages)", "Revisions round", "Asset handoff & documentation"])
+itemQty = Col("Qty", [1, 1, 2, 1], "number")
+itemRate = Col("Rate", ["$1,800.00", "$2,400.00", "$300.00", "$450.00"])
+itemAmount = Col("Amount", ["$1,800.00", "$2,400.00", "$600.00", "$450.00"])
+totals = Card([totalDue], "sunk", "column", "s")
+totalDue = TextContent("**Amount Due: $5,250.00 USD**", "large-heavy")
+dueInfo = Callout("warning", "Due Date: November 15, 2024", "Payment is due within 18 days. A 2% monthly late fee applies after the due date.")
+actions = Buttons([payBtn, downloadBtn, questionBtn])
+payBtn = Button("Pay Now — $5,250.00 USD", null, "primary", null, "large")
+downloadBtn = Button("Download PDF", null, "secondary")
+questionBtn = Button("Ask a Question", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..4a0daff17
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r1.txt
@@ -0,0 +1,16 @@
+root = Card([header, timeBadge, details, attendeesHeader, attendees, joinActions])
+header = CardHeader("Next on your calendar", "Product Roadmap Sync — today")
+timeBadge = Alert("Starts at 2:30 PM", "In 25 minutes · 45 min duration · Zoom", "info")
+details = Table([fieldCol, valueCol])
+fieldCol = Col("Detail", ["Meeting", "Start time", "Duration", "Location"])
+valueCol = Col("Info", ["Product Roadmap Sync", "2:30 PM – 3:15 PM", "45 minutes", "Zoom (link below)"])
+attendeesHeader = Heading("Attendees (5)", "h3")
+attendees = ListBlock([att1, att2, att3, att4, att5])
+att1 = ListItem("Sarah Chen", "Product Manager · Organizer")
+att2 = ListItem("Marcus Webb", "Engineering Lead")
+att3 = ListItem("Priya Nair", "Design Lead")
+att4 = ListItem("Tom Alvarez", "Data Analyst")
+att5 = ListItem("You", "Accepted")
+joinActions = Buttons([joinBtn, agendaBtn])
+joinBtn = Button("Join Zoom call", null, "primary", null, "large")
+agendaBtn = Button("View agenda", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..a86e984ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r2.txt
@@ -0,0 +1,14 @@
+root = Card([header, meetingInfo, attendees, joinActions, note])
+header = CardHeader("Up Next", "Your next meeting on the calendar")
+meetingInfo = Table([fieldCol, valueCol])
+fieldCol = Col("Detail", ["Meeting", "Starts", "Duration", "Location"])
+valueCol = Col("Info", ["Product Roadmap Sync", "Today, 2:30 PM", "45 minutes", "Google Meet"])
+attendees = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Manager — Organizer")
+att2 = ListItem("Marcus Lee", "Engineering Lead")
+att3 = ListItem("Priya Patel", "UX Designer")
+att4 = ListItem("You", "Accepted")
+joinActions = Buttons([joinBtn, detailsBtn])
+joinBtn = Button("Join the call", null, "primary", null, "large")
+detailsBtn = Button("View meeting details", null, "secondary")
+note = Callout("info", "Starting soon", "This meeting begins in 15 minutes. The agenda is attached to the calendar invite.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..b6b9e39c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r3.txt
@@ -0,0 +1,13 @@
+root = Card([header, meetingTitle, timeInfo, attendeesHeader, attendees, joinBtn])
+header = CardHeader("Up Next", "Your next calendar event")
+meetingTitle = Heading("Product Roadmap Sync", "h2")
+timeInfo = TextContent("Starts at **2:30 PM** today (in 25 minutes) · 45 min · Google Meet")
+attendeesHeader = Heading("Attendees", "h3")
+attendees = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Manager · Organizer")
+att2 = ListItem("Marcus Webb", "Engineering Lead")
+att3 = ListItem("Priya Nair", "Design Lead")
+att4 = ListItem("You", "Accepted")
+joinBtn = Buttons([join, details])
+join = Button("Join the call", null, "primary", null, "large")
+details = Button("View event details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..14d7fcfd1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-meeting__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, meetingInfo, attendees, joinActions], "card", "column", "l")
+header = CardHeader("Up Next on Your Calendar", "Today")
+meetingInfo = Card([meetingTitle, meetingTime, meetingBadge], "sunk", "column", "s")
+meetingTitle = Heading("Product Roadmap Sync", "h2")
+meetingTime = TextContent("Starts at 2:30 PM (in 25 minutes)", "large-heavy")
+meetingBadge = Badge("30 min · Conference Room B / Video", "secondary")
+attendees = ListBlock([attendee1, attendee2, attendee3, attendee4])
+attendee1 = ListItem("Sarah Chen", "Product Manager · Organizer")
+attendee2 = ListItem("Marcus Rivera", "Engineering Lead")
+attendee3 = ListItem("Priya Patel", "Design Lead")
+attendee4 = ListItem("Tom Okafor", "Data Analyst")
+joinActions = Buttons([joinBtn, detailsBtn])
+joinBtn = Button("Join Video Call", null, "primary", null, "large")
+detailsBtn = Button("View Meeting Details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..6ea0a951b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, description, signupForm])
+header = CardHeader("The Weekly Product Digest", "A newsletter for product people")
+description = TextContent("Every Monday, subscribers get a curated roundup of the best product launches, growth tactics, and UX insights — delivered in a 5-minute read.", "default")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We never share your email. Unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..2c6cd7a32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r2.txt
@@ -0,0 +1,9 @@
+root = Card([header, pitch, perks, signupForm])
+header = CardHeader("The Weekly Build", "A product newsletter, every Monday morning")
+pitch = TextContent("Get one concise email each week with the best product launches, teardown insights, and growth tactics — read in under 5 minutes.", "large")
+perks = TagBlock(["Weekly launches", "Product teardowns", "Growth tactics", "No spam, unsubscribe anytime"])
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll never share your email with anyone.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..3e9b3e7cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, pitch, form])
+header = CardHeader("The Weekly Product Digest", "Your Friday briefing on everything product")
+pitch = TextContent("Every week, subscribers get a curated roundup of the best product launches, teardown insights, and actionable growth tactics — delivered straight to their inbox in a 5-minute read.")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam, ever. Unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..9b4612c3f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-newsletter__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, pitch, signupForm])
+header = CardHeader("The Product Weekly", "A newsletter for product people")
+pitch = TextContent("Every Monday, subscribers get one hand-picked product case study, three practical growth tactics, and the week's best tools — readable in under five minutes.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll never share your email. Unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r1.txt
new file mode 100644
index 000000000..3f3c68af8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r1.txt
@@ -0,0 +1,23 @@
+root = Card([header, statusBadge, locationSection, etaSection, timeline, reportSection])
+header = CardHeader("Track Your Delivery", "Order #DLV-88412 · Arriving soon")
+statusBadge = Badge("Out for delivery", "default")
+locationSection = Card([locHeader, locText, locMap], "sunk", "column", "s")
+locHeader = Heading("Current location", "h3")
+locText = TextContent("Your package was last scanned at the **Springfield Distribution Center**, 1420 Commerce Blvd. It is currently on a delivery vehicle in your area.")
+locMap = ImageBlock("https://picsum.photos/seed/deliverymap/800/400", "Map showing package location near Springfield")
+etaSection = Card([etaHeader, etaText, etaProgress], "sunk", "column", "s")
+etaHeader = Heading("Estimated delivery", "h3")
+etaText = TextContent("**Today, Thursday June 12** — between 2:00 PM and 6:00 PM", "large-heavy")
+etaProgress = Progress(85, "Journey progress")
+timeline = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order placed", "June 9, 10:24 AM — Order confirmed")
+step2 = StepsItem("Shipped", "June 10, 8:15 AM — Left origin facility in Columbus, OH")
+step3 = StepsItem("Out for delivery", "June 12, 7:40 AM — On the delivery vehicle")
+step4 = StepsItem("Delivered", "Expected today by 6:00 PM")
+reportSection = Card([reportHeader, reportButtons], "card", "column", "m")
+reportHeader = Heading("Problem with your delivery?", "h3")
+reportButtons = Buttons([lateBtn, damagedBtn, lostBtn, contactBtn], "column")
+lateBtn = Button("Package is late")
+damagedBtn = Button("Package arrived damaged")
+lostBtn = Button("Package is lost or missing")
+contactBtn = Button("Contact support", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r2.txt
new file mode 100644
index 000000000..0f9fbbde1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r2.txt
@@ -0,0 +1,30 @@
+root = Card([header, statusCallout, etaCard, timeline, separator, reportHeader, reportForm])
+header = CardHeader("Track Your Delivery", "Order #PKG-48291 · Shipped via FastShip Express")
+statusCallout = Callout("info", "Package is in transit", "Your package was last scanned at the Denver Distribution Center, CO — it departed this morning at 6:42 AM and is on its way to the next facility.")
+etaCard = Card([etaHeading, etaText, etaProgress], "sunk", "column", "s")
+etaHeading = Heading("Estimated Delivery", "h3")
+etaText = TextContent("**Friday, June 14** — between 9:00 AM and 1:00 PM. Signature required on delivery.", "large")
+etaProgress = Progress(65, "Journey progress — 3 of 5 checkpoints reached")
+timeline = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Order placed", "June 9, 2:15 PM — Order confirmed and label created.")
+step2 = StepsItem("Picked up by carrier", "June 10, 9:30 AM — Collected from the Seattle, WA warehouse.")
+step3 = StepsItem("In transit", "June 12, 6:42 AM — Departed Denver Distribution Center, CO. (Current location)")
+step4 = StepsItem("Out for delivery", "Expected June 14, early morning — loaded onto local delivery vehicle.")
+step5 = StepsItem("Delivered", "Expected June 14, before 1:00 PM — signature required.")
+separator = Separator()
+reportHeader = CardHeader("Report a Problem", "Something wrong with this delivery? Let us know.")
+reportForm = Form("report-problem", reportButtons, [issueField, detailsField, contactField])
+issueField = FormControl("What's the issue?", issueSelect)
+issueSelect = Select("issue_type", [issueLate, issueDamaged, issueLost, issueAddress, issueOther], "Select a problem")
+issueLate = SelectItem("late", "Delivery is late")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueLost = SelectItem("lost", "Package seems lost")
+issueAddress = SelectItem("address", "Wrong delivery address")
+issueOther = SelectItem("other", "Something else")
+detailsField = FormControl("Details", detailsInput, "Describe what happened so we can help faster")
+detailsInput = TextArea("details", "e.g. Tracking hasn't updated in 3 days...", 4)
+contactField = FormControl("Contact email", contactInput)
+contactInput = Input("email", "you@example.com", "email")
+reportButtons = Buttons([submitReport, cancelReport])
+submitReport = Button("Submit report", null, "primary")
+cancelReport = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r3.txt
new file mode 100644
index 000000000..41cf6e022
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, statusRow, etaCallout, progress, separator1, timelineHeader, timeline, separator2, reportHeader, reportForm])
+header = CardHeader("Track Your Delivery", "Order #PKG-88412 · Carrier: FastShip Express")
+statusRow = Card([statusBadge, locationText], "sunk", "column", "s")
+statusBadge = Badge("In Transit", "secondary")
+locationText = TextContent("**Current location:** Denver, CO sorting facility — package departed this morning at 6:42 AM and is heading to the next hub.", "default")
+etaCallout = Callout("info", "Estimated Delivery: Thursday, March 14", "Expected between 9:00 AM and 1:00 PM. Signature required on delivery.")
+progress = Progress(65, "Journey progress — 2 of 4 checkpoints completed")
+separator1 = Separator("horizontal")
+timelineHeader = Heading("Delivery Timeline", "h3")
+timeline = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order placed", "March 9, 2:15 PM — Order confirmed and label created.")
+step2 = StepsItem("Picked up by carrier", "March 10, 9:30 AM — Collected from Portland, OR warehouse.")
+step3 = StepsItem("In transit", "March 12, 6:42 AM — Departed Denver, CO sorting facility.")
+step4 = StepsItem("Out for delivery", "Pending — scheduled for March 14.")
+separator2 = Separator("horizontal")
+reportHeader = Heading("Report a Problem", "h3")
+reportForm = Form("report-problem", reportButtons, [issueField, descField, contactField])
+issueField = FormControl("What's wrong?", issueSelect)
+issueSelect = Select("issue_type", [issueLate, issueDamaged, issueLost, issueWrong, issueOther], "Select an issue")
+issueLate = SelectItem("late", "Delivery is late")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueLost = SelectItem("lost", "Package appears lost")
+issueWrong = SelectItem("wrong_address", "Wrong delivery address")
+issueOther = SelectItem("other", "Something else")
+descField = FormControl("Details", descInput, "Describe the problem so we can help faster")
+descInput = TextArea("details", "Tell us what happened...", 4)
+contactField = FormControl("Contact email", contactInput)
+contactInput = Input("email", "you@example.com", "email")
+reportButtons = Buttons([submitBtn, callBtn])
+submitBtn = Button("Submit report", null, "primary")
+callBtn = Button("Contact support instead", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r4.txt
new file mode 100644
index 000000000..0e6131f40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-order__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, statusBadge, locationAlert, etaCard, progress, timeline, reportSection])
+header = CardHeader("Track Your Delivery", "Order #PKG-78432 • Carrier: FastShip Express")
+statusBadge = Badge("In Transit", "secondary")
+locationAlert = Alert("Current Location", "Your package was last scanned at the Denver Distribution Center, CO — departed 2 hours ago and is heading to your local facility.", "info")
+etaCard = Callout("success", "Estimated Delivery", "Thursday, June 12, 2025 — between 9:00 AM and 1:00 PM. A signature is not required.")
+progress = Progress(65, "Journey progress: 65% complete")
+timeline = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order placed", "June 7, 2025 — Order confirmed and packed at the warehouse in Portland, OR.")
+step2 = StepsItem("Picked up by carrier", "June 8, 2025 — FastShip Express collected the package.")
+step3 = StepsItem("In transit", "June 10, 2025 — Departed Denver Distribution Center, CO. This is the current stage.")
+step4 = StepsItem("Out for delivery", "Pending — scheduled for June 12, 2025.")
+reportSection = Card([reportHeader, reportForm], "sunk", "column", "m")
+reportHeader = CardHeader("Report a Problem", "Something wrong with your delivery? Let us know.")
+reportForm = Form("report-problem", reportButtons, [issueField, descField, contactField])
+issueField = FormControl("What's the issue?", issueSelect)
+issueSelect = Select("issue_type", [issueLate, issueDamaged, issueLost, issueWrong], "Select a problem")
+issueLate = SelectItem("late", "Delivery is late")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueLost = SelectItem("lost", "Package seems lost")
+issueWrong = SelectItem("wrong", "Wrong item or wrong address")
+descField = FormControl("Details", descInput, "Describe what happened so we can help faster")
+descInput = TextArea("description", "e.g. Tracking hasn't updated in 3 days...", 4)
+contactField = FormControl("Contact email", contactInput)
+contactInput = Input("email", "you@example.com", "email")
+reportButtons = Buttons([submitReport, contactSupport])
+submitReport = Button("Submit report", null, "primary")
+contactSupport = Button("Contact support instead", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..dbb330e05
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, question, pollForm])
+header = CardHeader("Team Lunch Poll", "Cast your vote — poll closes Thursday at 5 PM")
+question = Heading("Where should we go for lunch on Friday?", "h2")
+pollForm = Form("lunch-poll", pollButtons, [voteField])
+voteField = FormControl("Pick one restaurant", voteRadio, "One vote per person")
+voteRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Bella Italia", "Italian — pasta, pizza, outdoor seating", "bella-italia")
+opt2 = RadioItem("Sakura Sushi", "Japanese — sushi rolls and ramen, 10 min walk", "sakura-sushi")
+opt3 = RadioItem("El Camino Taqueria", "Mexican — tacos and burritos, great for groups", "el-camino")
+pollButtons = Buttons([submitBtn, resultsBtn])
+submitBtn = Button("Submit vote", null, "primary")
+resultsBtn = Button("View current results", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..229b24cf2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r2.txt
@@ -0,0 +1,11 @@
+root = Card([header, desc, form])
+header = CardHeader("Team Lunch Poll", "One vote per person — poll closes Thursday at 5 PM")
+desc = TextContent("Where should we go for lunch on Friday?", "large-heavy")
+form = Form("lunch-poll", formButtons, [voteField])
+voteField = FormControl("Cast your vote", voteRadio, "Pick one restaurant")
+voteRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Sakura Sushi", "Japanese — sushi rolls, ramen, bento boxes. 5 min walk.", "sakura-sushi")
+opt2 = RadioItem("Taco Fiesta", "Mexican — tacos, burritos, great veggie options. 10 min walk.", "taco-fiesta")
+opt3 = RadioItem("Mama's Trattoria", "Italian — pasta, pizza, salads. 8 min walk.", "mamas-trattoria")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..52f5e8df5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r3.txt
@@ -0,0 +1,11 @@
+root = Card([header, callout, options, voteButtons])
+header = CardHeader("Team Lunch Poll", "Cast your vote by Thursday at 5 PM")
+callout = TextCallout("info", "Where should we go for lunch on Friday?", "Pick one of the three restaurants below. The option with the most votes wins.")
+options = ListBlock([rest1, rest2, rest3])
+rest1 = ListItem("Mama Rosa's Trattoria", "Italian — pasta, pizza, great group seating, 5 min walk")
+rest2 = ListItem("Sakura Sushi Bar", "Japanese — sushi and ramen, quiet booths, 10 min walk")
+rest3 = ListItem("El Camino Taqueria", "Mexican — tacos and burritos, casual and fast, 3 min walk")
+voteButtons = Buttons([vote1, vote2, vote3], "column")
+vote1 = Button("Vote: Mama Rosa's Trattoria", null, "primary")
+vote2 = Button("Vote: Sakura Sushi Bar", null, "secondary")
+vote3 = Button("Vote: El Camino Taqueria", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..25ad48d6e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-poll__r4.txt
@@ -0,0 +1,11 @@
+root = Card([header, intro, pollForm])
+header = CardHeader("Team Lunch Poll", "Cast your vote below")
+intro = TextContent("Where should we go for lunch on Friday?", "large-heavy")
+pollForm = Form("lunch-poll", pollButtons, [choiceField])
+choiceField = FormControl("Pick one restaurant", choiceRadio, "Voting closes Thursday at 5 PM")
+choiceRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Sakura Sushi", "Japanese — sushi, ramen, and bento boxes", "sakura-sushi")
+opt2 = RadioItem("Bella Trattoria", "Italian — pasta, pizza, and salads", "bella-trattoria")
+opt3 = RadioItem("El Camino Taqueria", "Mexican — tacos, burritos, and margaritas", "el-camino")
+pollButtons = Buttons([voteBtn])
+voteBtn = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..e3850f1b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r1.txt
@@ -0,0 +1,19 @@
+root = Card([header, profileRow, bio, sep, msgHeader, msgForm])
+header = CardHeader("Company Directory", "Employee profile")
+profileRow = Card([avatar, nameRole], "clear", "row", "m", "center")
+avatar = Avatar(null, "Maya Chen", "MC")
+nameRole = Card([nameText, roleText, deptBadge], "clear", "column", "xs")
+nameText = TextContent("**Maya Chen**", "large-heavy")
+roleText = TextContent("Senior Product Designer", "default")
+deptBadge = Badge("Design Team", "secondary")
+bio = TextContent("Maya has spent 8 years designing enterprise software and currently leads the design system effort. She focuses on accessibility, mentoring junior designers, and bridging the gap between design and engineering. Outside work, she runs a local sketching club.")
+sep = Separator("horizontal", true)
+msgHeader = CardHeader("Send Maya a message", "She usually replies within a day")
+msgForm = Form("message-maya", formButtons, [subjectField, bodyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+bodyField = FormControl("Message", bodyArea, "Be brief and clear")
+bodyArea = TextArea("message", "Hi Maya, I wanted to reach out about...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..a703a6220
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r2.txt
@@ -0,0 +1,17 @@
+root = Card([header, profileRow, bio, sep, msgHeader, msgForm])
+header = CardHeader("Company Directory", "Employee profile")
+profileRow = Card([avatar, nameText, roleBadge], "sunk", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/maya/200/200", "Maya Chen", "MC")
+nameText = TextContent("**Maya Chen**", "large-heavy")
+roleBadge = Badge("Senior Product Designer", "secondary")
+bio = TextContent("Maya has been with the company for 6 years, leading design for the mobile platform team. She focuses on accessible interfaces, design systems, and mentoring junior designers. Outside work she enjoys trail running and ceramics.")
+sep = Separator()
+msgHeader = CardHeader("Send Maya a message", "She typically replies within one business day")
+msgForm = Form("message-maya", formButtons, [subjectField, bodyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What is this about?")
+bodyField = FormControl("Message", bodyArea, "Be concise — 500 characters max")
+bodyArea = TextArea("message", "Write your message here...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..912f35370
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r3.txt
@@ -0,0 +1,18 @@
+root = Card([header, profileRow, bioHeader, bio, sep, msgHeader, msgForm])
+header = CardHeader("Company Directory", "Employee profile")
+profileRow = Card([avatar, nameText, roleBadge], "clear", "row", "m", "center")
+avatar = Avatar(null, "Maya Chen", "MC")
+nameText = TextContent("**Maya Chen**", "large-heavy")
+roleBadge = Badge("Senior Product Designer", "secondary")
+bioHeader = Heading("About", "h3")
+bio = TextContent("Maya has been with the company for 6 years, leading design for the mobile apps team. She focuses on accessibility, design systems, and mentoring junior designers. Outside of work she enjoys trail running and ceramics.")
+sep = Separator("horizontal")
+msgHeader = Heading("Send Maya a message", "h3")
+msgForm = Form("message-maya", formButtons, [subjectField, bodyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+bodyField = FormControl("Message", bodyArea, "Maya typically replies within one business day")
+bodyArea = TextArea("message", "Write your message here...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..25316d06f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-profile__r4.txt
@@ -0,0 +1,19 @@
+root = Card([profileRow, sep, bio, msgSection])
+profileRow = Card([avatarBlock, nameBlock], "clear", "row", "m", "center")
+avatarBlock = Avatar("https://picsum.photos/seed/maya/200/200", "Maya Chen", "MC")
+nameBlock = Card([personName, personRole, deptTag], "clear", "column", "xs")
+personName = Heading("Maya Chen", "h2")
+personRole = TextContent("Senior Product Designer — Design Systems", "default")
+deptTag = TagBlock(["Product", "San Francisco", "Full-time"])
+sep = Separator("horizontal")
+bio = MarkDownRenderer("**About Maya**\n\nMaya has been with the company for six years, leading the design systems team. She built the component library used across all product surfaces and mentors junior designers. Before joining, she worked on accessibility tooling at a nonprofit. Outside of work, she enjoys ceramics and trail running.")
+msgSection = Card([msgHeader, msgForm], "sunk", "column", "m")
+msgHeader = CardHeader("Send Maya a message", "She typically replies within one business day")
+msgForm = Form("message-maya", msgButtons, [subjectField, bodyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What is this about?")
+bodyField = FormControl("Message", bodyInput, "Be kind and clear — this goes straight to her inbox")
+bodyInput = TextArea("message", "Hi Maya, ...", 5)
+msgButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..1fd43b948
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, status, kpis, trend, note])
+header = CardHeader("Mid-Morning Check-In", "Today so far · as of 10:30 AM")
+status = Badge("Ahead of yesterday", "secondary")
+kpis = Table([kpiMetric, kpiToday, kpiYesterday, kpiDelta])
+kpiMetric = Col("Metric", ["Revenue so far", "Transactions", "Avg. basket"])
+kpiToday = Col("Today (to 10:30 AM)", ["$1,284", "47", "$27.32"])
+kpiYesterday = Col("Yesterday (same time)", ["$1,096", "41", "$26.73"])
+kpiDelta = Col("Change", ["+17.2%", "+14.6%", "+2.2%"], "number")
+trend = BarChart(["8 AM", "9 AM", "10 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [312, 458, 514])
+yesterdaySeries = Series("Yesterday", [268, 391, 437])
+note = Callout("success", "Strong morning", "Revenue is tracking $188 ahead of yesterday at this time, driven by higher foot traffic between 9 and 10 AM.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..b21df0814
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, kpiRow, compareCallout, trend, breakdown])
+header = CardHeader("Mid-Morning Check-In", "Today so far vs. yesterday at the same time (11:00 AM)")
+kpiRow = Table([kpiLabel, kpiToday, kpiYesterday, kpiDelta])
+kpiLabel = Col("Metric", ["Revenue so far today", "Transactions", "Average sale"])
+kpiToday = Col("Today (by 11 AM)", ["$1,284", "47", "$27.32"])
+kpiYesterday = Col("Yesterday (by 11 AM)", ["$1,096", "41", "$26.73"])
+kpiDelta = Col("Change", ["+17.2%", "+14.6%", "+2.2%"])
+compareCallout = Callout("success", "Ahead of yesterday", "Revenue is $188 (+17.2%) above the same point yesterday. If the pace holds, you're tracking toward roughly $3,400 for the day.")
+trend = LineChart(["8 AM", "9 AM", "10 AM", "11 AM"], [todaySeries, yesterdaySeries], "natural", "Time", "Cumulative revenue ($)")
+todaySeries = Series("Today", [210, 520, 890, 1284])
+yesterdaySeries = Series("Yesterday", [185, 430, 760, 1096])
+breakdown = TagBlock(["Card: $912", "Cash: $298", "Mobile pay: $74"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..07b0b3232
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r3.txt
@@ -0,0 +1,12 @@
+root = Card([header, status, kpis, trend, actions])
+header = CardHeader("Mid-Morning Check-In", "Today so far · as of 11:00 AM")
+status = Badge("Ahead of yesterday", "secondary")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Revenue today (so far)", "Same time yesterday", "Difference", "Change"])
+kpiValue = Col("Value", ["$1,840", "$1,620", "+$220", "+13.6%"])
+trend = LineChart(["9 AM", "10 AM", "11 AM"], [todaySeries, yesterdaySeries], "natural", "Time", "Revenue ($)")
+todaySeries = Series("Today", [420, 1150, 1840])
+yesterdaySeries = Series("Yesterday", [380, 1010, 1620])
+actions = Buttons([detailsBtn, closeBtn])
+detailsBtn = Button("View full day breakdown")
+closeBtn = Button("Done", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..5119a10bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-revenue__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, alert, kpis, trend, followups])
+header = CardHeader("Mid-Morning Check-In", "Today so far vs. same time yesterday")
+alert = Alert("Revenue is up 12%", "$1,847 today vs. $1,649 at this time yesterday", "success")
+kpis = Table([kpiLabel, kpiToday, kpiYesterday, kpiChange])
+kpiLabel = Col("Metric", ["Revenue so far", "Transactions", "Avg. sale"])
+kpiToday = Col("Today (by 10:30 AM)", ["$1,847", "64", "$28.86"])
+kpiYesterday = Col("Yesterday (by 10:30 AM)", ["$1,649", "59", "$27.95"])
+kpiChange = Col("Change", ["+12.0%", "+8.5%", "+3.3%"])
+trend = BarChart(["8 AM", "9 AM", "10 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [412, 689, 746])
+yesterdaySeries = Series("Yesterday", [388, 601, 660])
+followups = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show today's top-selling items")
+fu2 = FollowUpItem("Project today's total revenue")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r1.txt
new file mode 100644
index 000000000..d506e2690
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, taskTitle, deadline, statusBadge, progress, markDone, note])
+header = CardHeader("Focus Mode", "One task at a time")
+taskTitle = Heading("Submit Q3 budget proposal", "h2")
+deadline = Alert("Deadline approaching", "Due today at 5:00 PM — 3 hours remaining", "warning")
+statusBadge = Badge("In Progress", "secondary")
+progress = Progress(70, "Task completion")
+markDone = Buttons([doneBtn, snoozeBtn])
+doneBtn = Button("Mark as Done", null, "primary", null, "large")
+snoozeBtn = Button("Remind me in 1 hour", null, "tertiary")
+note = TextCallout("info", "Focus tip", "Close other tabs and silence notifications until this task is complete.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r2.txt
new file mode 100644
index 000000000..86d7cd372
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r2.txt
@@ -0,0 +1,13 @@
+root = Card([header, taskCard, statusRow, actions, doneDialog])
+header = CardHeader("Today's Focus", "One task. Nothing else matters right now.")
+taskCard = Card([taskTitle, taskMeta, deadlineCallout], "sunk", "column", "m")
+taskTitle = Heading("Finalize Q3 budget proposal", "h2")
+taskMeta = TextContent("Consolidate department estimates, review with finance, and send the final deck to leadership.", "default")
+deadlineCallout = Callout("warning", "Deadline: Today, 5:00 PM", "3 hours 42 minutes remaining")
+statusRow = Card([statusBadge, statusProgress], "clear", "row", "l", "center", "between")
+statusBadge = Badge("In Progress", "secondary")
+statusProgress = Progress(65, "65% complete")
+actions = Buttons([doneBtn, snoozeBtn])
+doneBtn = Button("Mark as Done", null, "primary", null, "large")
+snoozeBtn = Button("Remind me in 1 hour", null, "tertiary")
+doneDialog = AlertDialogBlock("Complete task?", "Mark task as done", "This will close \"Finalize Q3 budget proposal\" and clear your focus view. This can't be undone.", "Yes, mark done", "Keep working", "outline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r3.txt
new file mode 100644
index 000000000..f57350ba0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r3.txt
@@ -0,0 +1,16 @@
+root = Card([header, urgencyAlert, taskHeading, taskNotes, details, statusRow, progress, sep, actions])
+header = CardHeader("Today's Focus", "Your single most urgent task — everything else can wait")
+urgencyAlert = Alert("Due today at 5:00 PM", "This is the nearest deadline across all your open tasks — roughly 3 hours from now.", "warning")
+taskHeading = Heading("Submit the Q3 invoice package to Acme Corp", "h1")
+taskNotes = TextContent("Finalize the September figures, attach the signed timesheets, and send the full package to billing@acmecorp.com. CC your account manager.")
+details = ListBlock([dDeadline, dProject, dEffort])
+dDeadline = ListItem("Deadline", "Today, 5:00 PM — in about 3 hours")
+dProject = ListItem("Project", "Acme Corp — Q3 2024 billing cycle")
+dEffort = ListItem("Estimated effort", "~45 minutes of focused work")
+statusRow = Card([statusLabel, statusBadge], "clear", "row", "m", "center", "between")
+statusLabel = TextContent("Current status", "small-heavy")
+statusBadge = Badge("In Progress", "secondary")
+progress = Progress(65, "Draft done, figures reconciled — final review pending")
+sep = Separator("horizontal")
+actions = Buttons([doneBtn])
+doneBtn = Button("✓ Mark as Done", null, "primary", null, "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r4.txt
new file mode 100644
index 000000000..c965c734a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-task__r4.txt
@@ -0,0 +1,11 @@
+root = Card([header, focusCard, statusRow, progress, doneBtn])
+header = CardHeader("Focus Mode", "One thing at a time")
+focusCard = Card([taskTitle, taskMeta], "sunk", "column", "s")
+taskTitle = Heading("Submit Q3 tax filing to accountant", "h2")
+taskMeta = TextContent("**Deadline:** Today, 5:00 PM — 3 hours left", "large-heavy")
+statusRow = Card([statusLabel, statusBadge], "clear", "row", "m", "center", "between")
+statusLabel = TextContent("Current status", "small")
+statusBadge = Badge("In Progress", "default")
+progress = Progress(70, "Draft reviewed — awaiting final signature")
+doneBtn = Buttons([markDone])
+markDone = Button("Mark as Done", null, "primary", null, "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..e45d9825b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, uptimeBadge, uptimeProgress, sep, incidentHeader, incidentAlert, incidentDetails])
+header = CardHeader("Platform Status", "API health overview for the platform team")
+uptimeBadge = Badge("Operational", "secondary")
+uptimeProgress = Progress(99.97, "API uptime this month: 99.97%")
+sep = Separator("horizontal")
+incidentHeader = Heading("Most recent incident", "h3")
+incidentAlert = Alert("Elevated API latency (resolved)", "On March 14, elevated response times affected the /v1/search endpoint due to a database connection pool exhaustion. Mitigation was deployed and the incident was fully resolved at 14:32 UTC after 47 minutes.", "warning")
+incidentDetails = TextContent("Impact was limited to roughly 8% of search requests; no data loss occurred. A postmortem is scheduled, and connection pool limits have been raised as a preventive measure.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..0a59c63da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r2.txt
@@ -0,0 +1,11 @@
+root = Card([header, uptimeBadge, uptimeProgress, incidentAlert, incidentDetails, actions])
+header = CardHeader("Platform Status", "API health overview for the platform team")
+uptimeBadge = Badge("Operational", "secondary")
+uptimeProgress = Progress(99.94, "API uptime this month: 99.94%")
+incidentAlert = Alert("Most recent incident: Elevated API latency", "On March 12, 2025, elevated response times affected the /v1/orders endpoint between 14:05 and 15:20 UTC. Root cause was a misconfigured connection pool after a routine deploy. The incident was resolved at 15:20 UTC by rolling back the deploy and scaling the connection pool.", "warning")
+incidentDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Field", ["Incident", "Started", "Resolved", "Duration", "Impact"])
+detailValue = Col("Value", ["Elevated API latency on /v1/orders", "Mar 12, 2025 14:05 UTC", "Mar 12, 2025 15:20 UTC", "1h 15m", "p95 latency up to 2.4s; no data loss"])
+actions = Buttons([historyBtn, subscribeBtn])
+historyBtn = Button("View incident history")
+subscribeBtn = Button("Subscribe to updates", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..be5a2b307
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, uptime, sep, incident, follow])
+header = CardHeader("Platform Status", "Internal status page — Platform Team")
+uptime = Callout("success", "API Uptime — 99.97%", "Current month uptime for the API service. 22 minutes of downtime recorded, within the 99.9% SLA target.")
+sep = Separator("horizontal")
+incident = TextCallout("warning", "Most Recent Incident: Elevated API latency (RESOLVED)", "On the 12th of this month, elevated p95 latency (~2.3s) affected the API gateway due to a misconfigured connection pool after a deploy. Resolved at 16:42 UTC, roughly 47 minutes after detection, via rollback of the faulty configuration. No data loss; full postmortem published to the incident channel.")
+follow = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("Show the daily uptime trend for this month")
+f2 = FollowUpItem("List all incidents from the past 90 days")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..8683d5f6f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-uptime__r4.txt
@@ -0,0 +1,12 @@
+root = Card([header, uptimeBadge, uptimeProgress, uptimeChart, sep, incidentHeader, incidentAlert, incidentDetails])
+header = CardHeader("Platform Status", "API reliability overview for the platform team")
+uptimeBadge = Badge("Operational", "secondary")
+uptimeProgress = Progress(99.92, "API uptime this month: 99.92%")
+uptimeChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [uptimeSeries], "natural", "Week", "Uptime %")
+uptimeSeries = Series("API Uptime", [100, 99.98, 99.71, 100])
+sep = Separator("horizontal", true)
+incidentHeader = Heading("Most Recent Incident", "h3")
+incidentAlert = Alert("Elevated API latency — Resolved", "On March 14, 2026, elevated response times affected the /v1/search endpoint due to a degraded database replica. Traffic was rerouted and the replica was replaced. Resolved at 16:42 UTC after 47 minutes.", "success")
+incidentDetails = Table([incField, incValue])
+incField = Col("Field", ["Incident", "Started", "Resolved", "Duration", "Impact"])
+incValue = Col("Detail", ["Elevated latency on /v1/search", "Mar 14, 2026 15:55 UTC", "Mar 14, 2026 16:42 UTC", "47 minutes", "~8% of search requests saw >2s latency"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..93a69073a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r1.txt
@@ -0,0 +1,23 @@
+root = Card([header, current, sunTimes, outlook])
+header = CardHeader("Morning Weather Brief — Bengaluru", "Friday, 8:00 AM")
+current = Card([currentHeader, currentTemp, currentCond, currentMeta], "sunk", "column", "m")
+currentHeader = Badge("Now", "secondary")
+currentTemp = TextContent("27°C", "large-heavy")
+currentCond = TextContent("Partly cloudy with a light breeze. Feels like 29°C.")
+currentMeta = Table([metaLabel, metaValue])
+metaLabel = Col("Detail", ["Humidity", "Wind", "Chance of rain", "Air quality"])
+metaValue = Col("Value", ["68%", "14 km/h NE", "10%", "Moderate (AQI 82)"])
+sunTimes = Card([sunHeader, sunTable], "sunk", "column", "s")
+sunHeader = CardHeader("Sunrise & Sunset")
+sunTable = Table([sunLabel, sunTime])
+sunLabel = Col("Event", ["Sunrise", "Sunset", "Day length"])
+sunTime = Col("Time", ["6:12 AM", "6:38 PM", "12 h 26 min"])
+outlook = Card([outlookHeader, outlookTable, outlookNote], "card", "column", "m")
+outlookHeader = CardHeader("Next 3 Days")
+outlookTable = Table([dayCol, condCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Saturday", "Sunday", "Monday"])
+condCol = Col("Conditions", ["Sunny intervals", "Scattered showers", "Mostly sunny"])
+highCol = Col("High", ["30°C", "28°C", "31°C"], "number")
+lowCol = Col("Low", ["21°C", "20°C", "21°C"], "number")
+rainCol = Col("Rain", ["5%", "60%", "10%"])
+outlookNote = Callout("warning", "Sunday showers", "Carry an umbrella on Sunday — scattered showers expected in the afternoon.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..051e5fb38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, currentCard, outlookHeader, outlookTable, sunHeader, sunRow, followUps])
+header = CardHeader("Morning Weather Brief — Bengaluru", "Friday, 14 June · Updated 6:30 AM IST")
+currentCard = Card([currentHeader, currentTemp, currentMeta], "sunk", "column", "m")
+currentHeader = TextContent("Current Conditions", "small-heavy")
+currentTemp = TextContent("24°C — Partly Cloudy", "large-heavy")
+currentMeta = TagBlock(["Humidity 78%", "Wind 12 km/h W", "Feels like 26°C", "AQI 62 · Moderate", "Rain chance 20%"])
+outlookHeader = Heading("Next 3 Days", "h3")
+outlookTable = Table([dayCol, condCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Saturday", "Sunday", "Monday"])
+condCol = Col("Conditions", ["Scattered showers", "Mostly sunny", "Thunderstorms PM"])
+highCol = Col("High (°C)", [28, 30, 27], "number")
+lowCol = Col("Low (°C)", [21, 20, 21], "number")
+rainCol = Col("Rain Chance", ["60%", "10%", "70%"])
+sunHeader = Heading("Sunrise & Sunset", "h3")
+sunRow = Card([sunrise, sunset], "clear", "row", "xl", "center", "around")
+sunrise = TextContent("🌅 Sunrise — 5:53 AM", "default")
+sunset = TextContent("🌇 Sunset — 6:46 PM", "default")
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show the hourly forecast for today")
+fu2 = FollowUpItem("Will it rain during the evening commute?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..3985a3478
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r3.txt
@@ -0,0 +1,25 @@
+root = Card([header, current, sunCard, outlook, followups], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru, Karnataka — Friday, 7:00 AM IST")
+current = Card([currentHeader, currentDetails, currentStats], "sunk", "column", "m")
+currentHeader = CardHeader("Current Conditions", "Updated 15 minutes ago")
+currentDetails = TextContent("☀️ **24°C** — Clear skies with light haze. Winds NW at 8 km/h.", "large")
+currentStats = Table([statLabel, statValue])
+statLabel = Col("Metric", ["Feels like", "Humidity", "Wind", "UV Index", "Air Quality"])
+statValue = Col("Reading", ["25°C", "62%", "8 km/h NW", "Moderate (4)", "AQI 78 — Moderate"])
+sunCard = Card([sunHeader, sunTable], "sunk", "column", "m")
+sunHeader = CardHeader("Sunrise & Sunset", "Today in Bengaluru")
+sunTable = Table([sunLabel, sunValue])
+sunLabel = Col("Event", ["🌅 Sunrise", "🌇 Sunset", "Day Length"])
+sunValue = Col("Time", ["6:32 AM", "6:14 PM", "11h 42m"])
+outlook = Card([outlookHeader, outlookChart, outlookTable], "sunk", "column", "m")
+outlookHeader = CardHeader("3-Day Outlook", "Saturday through Monday")
+outlookChart = BarChart(["Sat", "Sun", "Mon"], [highSeries, lowSeries], "grouped", "Day", "Temp (°C)")
+highSeries = Series("High", [29, 28, 27])
+lowSeries = Series("Low", [18, 19, 18])
+outlookTable = Table([dayCol, condCol, rainCol])
+dayCol = Col("Day", ["Saturday", "Sunday", "Monday"])
+condCol = Col("Conditions", ["Partly cloudy", "Scattered showers PM", "Sunny intervals"])
+rainCol = Col("Rain Chance", ["10%", "40%", "5%"])
+followups = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Will it rain this weekend in Bengaluru?")
+fu2 = FollowUpItem("Show me the 7-day forecast")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..86ad380ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b1-weather__r4.txt
@@ -0,0 +1,15 @@
+root = Card([header, current, currentStats, forecastHeader, forecastTable, sunHeader, sunTable])
+header = CardHeader("Morning Weather Brief — Bengaluru", "Wednesday, 12 March · Updated 6:30 AM IST")
+current = TextContent("**24°C — Partly Cloudy.** A pleasant morning with light easterly winds. Humidity at 68%, feeling comfortable. Skies will clear by mid-morning with a high of 31°C expected this afternoon.", "large")
+currentStats = TagBlock(["24°C now", "High 31°C", "Low 20°C", "Humidity 68%", "Wind 12 km/h E", "UV Index: Moderate"])
+forecastHeader = Heading("Next Three Days", "h2")
+forecastTable = Table([dayCol, condCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Thursday", "Friday", "Saturday"])
+condCol = Col("Conditions", ["Sunny", "Scattered showers", "Partly cloudy"])
+highCol = Col("High (°C)", [32, 29, 30], "number")
+lowCol = Col("Low (°C)", [21, 20, 21], "number")
+rainCol = Col("Rain Chance", ["5%", "45%", "20%"])
+sunHeader = Heading("Sunrise & Sunset", "h2")
+sunTable = Table([sunEventCol, sunTimeCol])
+sunEventCol = Col("Event", ["Sunrise", "Sunset", "Day length"])
+sunTimeCol = Col("Time", ["6:24 AM", "6:31 PM", "12h 07m"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..1c938e8d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r1.txt
@@ -0,0 +1,34 @@
+root = Card([header, monthPicker, budgetProgress, largest, split, addForm])
+header = CardHeader("Personal Budget", "October 2024 overview")
+monthPicker = Form("month-picker", monthButtons, [monthField])
+monthField = FormControl("View month", monthSelect)
+monthSelect = Select("month", [mOct, mSep, mAug, mJul], null, null, "2024-10")
+mOct = SelectItem("2024-10", "October 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mAug = SelectItem("2024-08", "August 2024")
+mJul = SelectItem("2024-07", "July 2024")
+monthButtons = Buttons([applyMonth])
+applyMonth = Button("View month", null, "secondary")
+budgetProgress = Progress(78, "Spent $2,340 of $3,000 budget — $660 remaining")
+largest = Callout("warning", "Largest expense: Rent — $1,200", "Paid Oct 1 to Maple Apartments. That's 51% of all spending this month.")
+split = PieChart(catLabels, catValues, "donut")
+catLabels = ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Entertainment"]
+catValues = [1200, 420, 180, 240, 160, 140]
+addForm = Form("add-expense", addButtons, [amountField, catField, dateField, noteField])
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number", ["required"])
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [cRent, cGroc, cTrans, cDine, cUtil, cEnt], "Choose a category", ["required"])
+cRent = SelectItem("rent", "Rent")
+cGroc = SelectItem("groceries", "Groceries")
+cTrans = SelectItem("transport", "Transport")
+cDine = SelectItem("dining", "Dining")
+cUtil = SelectItem("utilities", "Utilities")
+cEnt = SelectItem("entertainment", "Entertainment")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single", ["required"])
+noteField = FormControl("Note", noteInput, "Optional")
+noteInput = Input("note", "e.g. Weekly grocery run")
+addButtons = Buttons([addBtn, clearBtn])
+addBtn = Button("Add expense", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..40c2288c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r2.txt
@@ -0,0 +1,31 @@
+root = Card([header, monthPicker, budgetProgress, splitChart, largest, addExpenseForm])
+header = CardHeader("Personal Budget", "October 2024 overview")
+monthPicker = FormControl("View month", monthSelect)
+monthSelect = Select("month", [mOct, mSep, mAug, mJul], "Choose a month", null, "oct")
+mOct = SelectItem("oct", "October 2024")
+mSep = SelectItem("sep", "September 2024")
+mAug = SelectItem("aug", "August 2024")
+mJul = SelectItem("jul", "July 2024")
+budgetProgress = Progress(78, "Spent $2,340 of $3,000 monthly budget — $660 remaining")
+splitChart = PieChart(catLabels, catValues, "donut")
+catLabels = ["Rent", "Groceries", "Dining", "Transport", "Entertainment", "Other"]
+catValues = [1100, 480, 320, 180, 140, 120]
+largest = Callout("warning", "Largest expense: Rent — $1,100", "Paid on Oct 1 to Maple Street Apartments. That's 47% of this month's spending.")
+addExpenseForm = Form("add-expense", formButtons, [amountField, catField, dateField, noteField])
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number", ["required"])
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [cRent, cGroc, cDine, cTrans, cEnt, cOther], "Pick a category", ["required"])
+cRent = SelectItem("rent", "Rent")
+cGroc = SelectItem("groceries", "Groceries")
+cDine = SelectItem("dining", "Dining")
+cTrans = SelectItem("transport", "Transport")
+cEnt = SelectItem("entertainment", "Entertainment")
+cOther = SelectItem("other", "Other")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("date", "single", ["required"])
+noteField = FormControl("Note", noteInput, "Optional")
+noteInput = Input("note", "e.g. Lunch with Sam")
+formButtons = Buttons([addBtn, clearBtn])
+addBtn = Button("Add expense", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..d0bd76bb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r3.txt
@@ -0,0 +1,34 @@
+root = Card([header, summaryCallout, budgetProgress, largestAlert, sep1, categoryChart, sep2, monthSection, addForm], "card", "column", "l")
+header = CardHeader("Personal Budget Check", "November 2024 — monthly overview")
+summaryCallout = Callout("info", "Budget Status", "You've spent $2,350 of your $3,000 monthly budget — $650 remaining.")
+budgetProgress = Progress(78, "$2,350 / $3,000 spent (78%)")
+largestAlert = Alert("Largest expense this month", "Rent payment — $1,200 on Nov 1st (51% of total spending)", "warning")
+sep1 = Separator("horizontal")
+categoryChart = PieChart(["Rent", "Groceries", "Dining Out", "Transport", "Entertainment", "Utilities"], [1200, 420, 260, 180, 160, 130], "donut", "circular")
+sep2 = Separator("horizontal")
+monthSection = Card([monthField], "sunk", "column", "m")
+monthField = FormControl("View a different month", monthSelect, "Switch the month to see past spending")
+monthSelect = Select("month", [mNov, mOct, mSep, mAug, mJul], "Select a month", null, "2024-11")
+mNov = SelectItem("2024-11", "November 2024")
+mOct = SelectItem("2024-10", "October 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mAug = SelectItem("2024-08", "August 2024")
+mJul = SelectItem("2024-07", "July 2024")
+addForm = Form("add-expense", formButtons, [descField, amountField, catField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("description", "e.g. Coffee with friends", "text")
+amountField = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [cGro, cDin, cTra, cEnt, cUti, cOth], "Choose a category")
+cGro = SelectItem("groceries", "Groceries")
+cDin = SelectItem("dining", "Dining Out")
+cTra = SelectItem("transport", "Transport")
+cEnt = SelectItem("entertainment", "Entertainment")
+cUti = SelectItem("utilities", "Utilities")
+cOth = SelectItem("other", "Other")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("expense_date", "single")
+formButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Add expense", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..c15f85bf4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-budget__r4.txt
@@ -0,0 +1,32 @@
+root = Card([header, monthField, summary, progress, split, largest, addExpense])
+header = CardHeader("Personal Budget", "October 2025 overview")
+monthField = FormControl("View month", monthSelect)
+monthSelect = Select("month", [mOct, mSep, mAug], null, null, "2025-10")
+mOct = SelectItem("2025-10", "October 2025")
+mSep = SelectItem("2025-09", "September 2025")
+mAug = SelectItem("2025-08", "August 2025")
+summary = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Total spent", "Monthly budget", "Remaining", "Budget used"])
+valueCol = Col("Value", ["$2,340", "$3,000", "$660", "78%"])
+progress = Progress(78, "Budget used: $2,340 of $3,000")
+split = PieChart(["Rent", "Groceries", "Dining", "Transport", "Entertainment", "Utilities"], [1200, 420, 260, 180, 150, 130], "donut")
+largest = Callout("warning", "Largest expense: Rent — $1,200", "Rent is your biggest single expense this month, making up 51% of total spending.")
+addExpense = DrawerBlock("Add expense", "New expense", "Log a purchase against this month's budget", [expForm])
+expForm = Form("add-expense", expButtons, [nameField, amountField, catField, dateField])
+nameField = FormControl("Description", nameInput)
+nameInput = Input("description", "e.g. Grocery run")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number")
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [cRent, cGroc, cDine, cTrans, cEnt, cUtil], "Choose a category")
+cRent = SelectItem("rent", "Rent")
+cGroc = SelectItem("groceries", "Groceries")
+cDine = SelectItem("dining", "Dining")
+cTrans = SelectItem("transport", "Transport")
+cEnt = SelectItem("entertainment", "Entertainment")
+cUtil = SelectItem("utilities", "Utilities")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("date", "single")
+expButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..910423bc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r1.txt
@@ -0,0 +1,24 @@
+root = Card([header, special, vegFilter, drinksHeader, drinksTable, foodHeader, foodTable, hoursHeader, hoursList])
+header = CardHeader("The Corner Cafe", "Fresh coffee, homemade food")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Blueberry Muffin combo for $7.50 — all day!")
+vegFilter = Form("veg-filter", vegButtons, [vegField])
+vegField = FormControl("Vegetarian items only", vegSwitch)
+vegSwitch = CheckBoxGroup("veg_only", [vegOption])
+vegOption = CheckBoxItem("Show vegetarian only", "Hide all non-vegetarian items", "veg_only", false)
+vegButtons = Buttons([vegApplyBtn])
+vegApplyBtn = Button("Apply filter", null, "secondary", null, "small")
+drinksHeader = Heading("Drinks", "h3")
+drinksTable = Table([drinkName, drinkPrice, drinkVeg])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Pumpkin Spice Latte", "Iced Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.00", "$4.50", "$5.50", "$5.00", "$4.00", "$4.50"])
+drinkVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "Yes", "Yes", "Yes"])
+foodHeader = Heading("Food", "h3")
+foodTable = Table([foodName, foodPrice, foodVeg])
+foodName = Col("Item", ["Blueberry Muffin", "Avocado Toast", "Grilled Cheese Sandwich", "Chicken Caesar Wrap", "Tomato Basil Soup", "Ham & Cheese Croissant"])
+foodPrice = Col("Price", ["$3.50", "$7.00", "$6.50", "$8.50", "$5.50", "$6.00"])
+foodVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "No", "Yes", "No"])
+hoursHeader = Heading("Opening Hours", "h3")
+hoursList = ListBlock([hoursWday, hoursSat, hoursSun])
+hoursWday = ListItem("Monday – Friday", "7:00 AM – 7:00 PM")
+hoursSat = ListItem("Saturday", "8:00 AM – 6:00 PM")
+hoursSun = ListItem("Sunday", "9:00 AM – 4:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..f2faf3861
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, special, filter, drinksHeader, drinksTable, foodHeader, foodTable, hoursHeader, hoursList])
+header = CardHeader("The Corner Cafe", "Fresh coffee, homemade food, good vibes")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Blueberry Muffin combo — only $7.50 (save $2.00)")
+filter = SwitchGroup("veg_filter", [vegSwitch], "sunk")
+vegSwitch = SwitchItem("Vegetarian items only", "Hide all non-vegetarian menu items", "veg_only", false)
+drinksHeader = Heading("Drinks", "h2")
+drinksTable = Table([drinkName, drinkPrice, drinkVeg])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Pumpkin Spice Latte", "Iced Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.00", "$4.50", "$5.25", "$5.00", "$4.00", "$4.75"])
+drinkVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "Yes", "Yes", "Yes"])
+foodHeader = Heading("Food", "h2")
+foodTable = Table([foodName, foodPrice, foodVeg])
+foodName = Col("Item", ["Blueberry Muffin", "Avocado Toast", "Grilled Cheese Sandwich", "Chicken Caesar Wrap", "Bacon & Egg Croissant", "Veggie Quiche"])
+foodPrice = Col("Price", ["$3.75", "$6.50", "$5.75", "$7.25", "$6.00", "$6.25"])
+foodVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "No", "No", "Yes"])
+hoursHeader = Heading("Opening Hours", "h2")
+hoursList = ListBlock([hoursWday, hoursSat, hoursSun])
+hoursWday = ListItem("Monday – Friday", "7:00 AM – 6:00 PM")
+hoursSat = ListItem("Saturday", "8:00 AM – 5:00 PM")
+hoursSun = ListItem("Sunday", "9:00 AM – 3:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..a2132f92e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r3.txt
@@ -0,0 +1,22 @@
+root = Card([header, special, vegToggle, menuTabs, sep, hoursSection])
+header = CardHeader("☕ Willow & Bean Café", "Fresh brews, honest food — since 2012")
+special = Callout("success", "Today's Special: Honey Lavender Latte", "House-made lavender syrup + local honey, only $4.50 (normally $6.00). Available until 4 PM.")
+vegToggle = SwitchGroup("veg-filter", [vegSwitch], "clear")
+vegSwitch = SwitchItem("Vegetarian only", "Filter menu to show vegetarian items", "veg_only", false)
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+foodTab = TabItem("food", "Food", [foodTable])
+drinksTable = Table([drinkName, drinkPrice, drinkTag])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Honey Lavender Latte", "Cold Brew", "Matcha Latte", "Chai Tea"])
+drinkPrice = Col("Price ($)", [3.0, 4.5, 4.5, 4.0, 5.0, 4.0], "number")
+drinkTag = Col("Vegetarian", ["Yes", "Yes", "Yes", "Yes", "Yes", "Yes"])
+foodTable = Table([foodName, foodPrice, foodTag])
+foodName = Col("Item", ["Avocado Toast", "Bacon Breakfast Sandwich", "Veggie Wrap", "Ham & Cheese Croissant", "Blueberry Muffin", "Quinoa Salad Bowl"])
+foodPrice = Col("Price ($)", [8.5, 9.0, 8.0, 7.5, 3.5, 9.5], "number")
+foodTag = Col("Vegetarian", ["Yes", "No", "Yes", "No", "Yes", "Yes"])
+sep = Separator("horizontal", true)
+hoursSection = SectionBlock([hoursItem], false)
+hoursItem = SectionItem("hours", "Opening Hours", [hoursTable])
+hoursTable = Table([dayCol, timeCol])
+dayCol = Col("Day", ["Monday – Friday", "Saturday", "Sunday"])
+timeCol = Col("Hours", ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..7d83520fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-cafe__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, special, vegToggle, drinksHead, drinksTable, foodHead, foodTable, sep, hoursHead, hoursTable])
+header = CardHeader("The Corner Cafe", "Fresh coffee, homemade food — every day")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Blueberry Muffin combo — $7.50 (save $2.00)")
+vegToggle = Buttons([vegBtn, allBtn])
+vegBtn = Button("Show vegetarian only", null, "primary")
+allBtn = Button("Show full menu", null, "secondary")
+drinksHead = Heading("Drinks", "h2")
+drinksTable = Table([drinkName, drinkPrice, drinkVeg])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Pumpkin Spice Latte", "Iced Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.00", "$4.50", "$5.00", "$5.50", "$4.00", "$4.50"])
+drinkVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "Yes", "Yes", "Yes"])
+foodHead = Heading("Food", "h2")
+foodTable = Table([foodName, foodPrice, foodVeg])
+foodName = Col("Item", ["Blueberry Muffin", "Avocado Toast", "Grilled Cheese Sandwich", "Chicken Caesar Wrap", "Tomato Basil Soup", "Bacon & Egg Croissant"])
+foodPrice = Col("Price", ["$4.50", "$7.00", "$6.50", "$8.50", "$6.00", "$7.50"])
+foodVeg = Col("Vegetarian", ["Yes", "Yes", "Yes", "No", "Yes", "No"])
+sep = Separator("horizontal")
+hoursHead = Heading("Opening Hours", "h2")
+hoursTable = Table([dayCol, timeCol])
+dayCol = Col("Day", ["Monday - Friday", "Saturday", "Sunday"])
+timeCol = Col("Hours", ["7:00 AM - 6:00 PM", "8:00 AM - 5:00 PM", "9:00 AM - 3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r1.txt
new file mode 100644
index 000000000..aea4e1b70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, progressBar, rating, nextLesson, modules, actions], "card", "column", "l")
+header = CardHeader("Full-Stack Web Development", "Instructor: Dr. Maya Chen · 12 modules · 48 lessons")
+progressBar = Progress(58, "Overall progress — 58% complete (28 of 48 lessons)")
+rating = TextCallout("info", "Learner rating: 4.7 / 5.0", "Based on 2,314 learner reviews")
+nextLesson = Alert("Up next: Lesson 29 — Building REST APIs with Express", "Continue where you left off in Module 6. Estimated time: 25 minutes.", "info")
+modules = Table([modName, modStatus, modLessons])
+modName = Col("Module", ["1. HTML & CSS Foundations", "2. JavaScript Essentials", "3. Responsive Design", "4. React Fundamentals", "5. State & Data Fetching", "6. Node & Express APIs", "7. Databases & SQL", "8. Authentication & Security", "9. Testing & Debugging", "10. Deployment & DevOps", "11. Performance Optimization", "12. Capstone Project"])
+modStatus = Col("Status", ["Completed", "Completed", "Completed", "Completed", "Completed", "In progress", "Not started", "Not started", "Not started", "Not started", "Not started", "Not started"])
+modLessons = Col("Lessons done", ["4/4", "4/4", "4/4", "4/4", "4/4", "4/8", "0/4", "0/4", "0/4", "0/4", "0/2", "0/2"])
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue learning", null, "primary", "normal", "large")
+syllabusBtn = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r2.txt
new file mode 100644
index 000000000..83adf7474
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r2.txt
@@ -0,0 +1,22 @@
+root = Card([header, statsRow, progress, nextCallout, modulesHeading, modules, ratingSection, actions, followUps])
+header = CardHeader("Machine Learning Foundations", "Instructor: Dr. Amara Chen · 12 weeks · Intermediate")
+statsRow = TagBlock(["8 of 14 modules complete", "57% complete", "4.7 rating", "Certificate on completion"])
+progress = Progress(57, "Overall course progress — 57%")
+nextCallout = Callout("info", "Up next: Gradient Descent Intuition", "Module 9 · Lesson 2 · 18 min video + quiz. Pick up right where you left off.")
+modulesHeading = Heading("Modules", "h3")
+modules = Table([modName, modStatus, modLessons])
+modName = Col("Module", ["1. Intro to ML", "2. Python & NumPy Refresher", "3. Linear Regression", "4. Logistic Regression", "5. Model Evaluation", "6. Regularization", "7. Decision Trees", "8. Ensemble Methods", "9. Neural Networks", "10. Unsupervised Learning", "11. Dimensionality Reduction", "12. ML in Production", "13. Ethics in AI", "14. Capstone Project"])
+modStatus = Col("Status", ["Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "In progress", "Locked", "Locked", "Locked", "Locked", "Locked"])
+modLessons = Col("Lessons", ["6/6", "8/8", "7/7", "6/6", "5/5", "5/5", "7/7", "6/6", "3/9", "0/8", "0/6", "0/7", "0/4", "0/5"])
+ratingSection = Card([ratingHeader, ratingChart], "sunk")
+ratingHeader = CardHeader("Average learner rating: 4.7 / 5", "Based on 3,482 learner ratings")
+ratingChart = HorizontalBarChart(["5 stars", "4 stars", "3 stars", "2 stars", "1 star"], [ratingSeries], null, "Rating", "Learners")
+ratingSeries = Series("Ratings", [2418, 745, 211, 74, 34])
+actions = Buttons([continueBtn, syllabusBtn, discussionBtn])
+continueBtn = Button("Continue learning", null, "primary", null, "large")
+syllabusBtn = Button("View full syllabus", null, "secondary")
+discussionBtn = Button("Join discussion", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Resume the Gradient Descent lesson")
+fu2 = FollowUpItem("Show my quiz scores so far")
+fu3 = FollowUpItem("What do I need to finish to earn the certificate?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r3.txt
new file mode 100644
index 000000000..33ae14c27
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r3.txt
@@ -0,0 +1,20 @@
+root = Card([header, meta, progress, ratingRow, nextLesson, modules, actions])
+header = CardHeader("Modern Web Development with React", "Instructor: Dr. Maya Chen · Frontend Architect at Lumina Labs")
+meta = TagBlock(["Beginner-friendly", "12 modules", "18 hours", "Certificate included"])
+progress = Progress(58, "Overall progress — 58% complete (7 of 12 modules)")
+ratingRow = Card([ratingBadge, ratingText], "sunk", "row", "m", "center")
+ratingBadge = Badge("★ 4.7 / 5.0", "secondary")
+ratingText = TextContent("Average learner rating from 2,348 reviews", "small")
+nextLesson = Callout("info", "Up next: State Management with Hooks", "Module 8 · Lesson 2 — useReducer and Context API · 24 min · Pick up where you left off at 08:12")
+modules = ListBlock([mod1, mod2, mod3, mod4, mod5, mod6, mod7, mod8], "number")
+mod1 = ListItem("Module 1: Getting Started with React", "Completed · 4 lessons")
+mod2 = ListItem("Module 2: JSX and Components", "Completed · 5 lessons")
+mod3 = ListItem("Module 3: Props and Data Flow", "Completed · 4 lessons")
+mod4 = ListItem("Module 4: Events and Forms", "Completed · 6 lessons")
+mod5 = ListItem("Module 5: Styling in React", "Completed · 4 lessons")
+mod6 = ListItem("Module 6: Fetching Data & APIs", "Completed · 5 lessons")
+mod7 = ListItem("Module 7: Intro to Hooks", "Completed · 5 lessons")
+mod8 = ListItem("Module 8: State Management with Hooks", "In progress · 1 of 6 lessons done")
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue learning: useReducer and Context API", null, "primary", null, "large")
+syllabusBtn = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r4.txt
new file mode 100644
index 000000000..990e55216
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-course__r4.txt
@@ -0,0 +1,13 @@
+root = Card([header, progressBar, alert, modulesTable, rating, actions])
+header = CardHeader("Modern Web Development with React", "Instructor: Dr. Sarah Chen · 12 modules · 34 hours")
+progressBar = Progress(58, "Overall progress — 58% complete")
+alert = Alert("Up next: Lesson 7.3 — State Management with Hooks", "Continue where you left off. Estimated time: 25 minutes.", "info")
+modulesTable = Table([modName, modLessons, modStatus])
+modName = Col("Module", ["1. Getting Started", "2. JavaScript Essentials", "3. Components & Props", "4. State & Events", "5. Routing", "6. Data Fetching", "7. Advanced Hooks", "8. Final Project"])
+modLessons = Col("Lessons", [8, 10, 9, 11, 7, 8, 12, 6])
+modStatus = Col("Status", ["Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "In progress", "Locked"])
+rating = TextContent("⭐ Average learner rating: 4.7 / 5 (2,314 reviews)", "large-heavy")
+actions = Buttons([continueBtn, syllabusBtn, discussionBtn])
+continueBtn = Button("Continue learning", null, "primary")
+syllabusBtn = Button("View syllabus", null, "secondary")
+discussionBtn = Button("Course discussion", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r1.txt
new file mode 100644
index 000000000..4a57bf43d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, countdown, alert, agendaHeader, agendaTable, speakersHeader, speakersList, ticketsHeader, ticketsTable, registerHeader, registerForm, followups])
+header = CardHeader("DevSummit 2026", "June 12–13, 2026 · Moscone Center, San Francisco")
+countdown = Progress(58, "212 days remaining until DevSummit 2026")
+alert = Alert("Early bird ends soon", "Early bird pricing closes April 30 — save up to $200.", "info")
+agendaHeader = Heading("Agenda — Day 1", "h2")
+agendaTable = Table([timeCol, sessionCol, roomCol])
+timeCol = Col("Time", ["09:00", "10:00", "11:30", "13:00", "14:00", "16:00", "17:30"])
+sessionCol = Col("Session", ["Registration & Coffee", "Opening Keynote: The Future of AI Tooling", "Scaling Design Systems", "Lunch Break", "Workshop: Zero-Downtime Deploys", "Panel: Engineering Leadership", "Networking Reception"])
+roomCol = Col("Room", ["Lobby", "Main Hall", "Room B", "Terrace", "Room A", "Main Hall", "Rooftop"])
+speakersHeader = Heading("Speakers", "h2")
+speakersList = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Dr. Amara Chen", "AI researcher at OpenScale; keynote on next-gen developer tooling")
+sp2 = ListItem("Marcus Webb", "Staff engineer at Finlytics; design systems at 500-engineer scale")
+sp3 = ListItem("Priya Nair", "SRE lead at Cloudline; zero-downtime deployment strategies")
+sp4 = ListItem("Jonas Bergström", "VP Engineering at Nordsoft; building high-trust teams")
+ticketsHeader = Heading("Tickets", "h2")
+ticketsTable = Table([tierCol, priceCol, perkCol])
+tierCol = Col("Tier", ["Early Bird", "Standard", "VIP", "Student"])
+priceCol = Col("Price", ["$299", "$499", "$899", "$99"])
+perkCol = Col("Includes", ["Both days + lunch", "Both days + lunch + workshops", "All access + speaker dinner", "Both days, valid student ID required"])
+registerHeader = Heading("Register", "h2")
+registerForm = Form("register", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "Your ticket confirmation goes here")
+emailInput = Input("email", "jane@example.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [tEarly, tStandard, tVip, tStudent], "Choose a tier")
+tEarly = SelectItem("early", "Early Bird — $299")
+tStandard = SelectItem("standard", "Standard — $499")
+tVip = SelectItem("vip", "VIP — $899")
+tStudent = SelectItem("student", "Student — $99")
+formButtons = Buttons([registerBtn])
+registerBtn = Button("Register now", null, "primary")
+followups = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Tell me more about the workshops")
+fu2 = FollowUpItem("Is there a group discount?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r2.txt
new file mode 100644
index 000000000..4dae9e08f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r2.txt
@@ -0,0 +1,39 @@
+root = Card([header, countdown, sep1, agendaHead, agenda, sep2, speakersHead, speakers, sep3, ticketsHead, tickets, sep4, regHead, regForm, followUps])
+header = CardHeader("TechForward Summit 2025", "October 14–16, 2025 · Moscone Center, San Francisco, CA")
+countdown = Callout("info", "87 days remaining", "The event kicks off on October 14, 2025. Early-bird pricing ends September 1.")
+sep1 = Separator()
+agendaHead = Heading("Agenda", "h2")
+agenda = Table([agTime, agSession, agRoom])
+agTime = Col("Time", ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM", "5:30 PM"])
+agSession = Col("Session", ["Opening Keynote: The Future of AI", "Panel: Building Scalable Systems", "Workshop: Hands-on with LLMs", "Lunch & Networking", "Talk: Design Systems at Scale", "Fireside Chat: Startup Lessons", "Closing Reception"])
+agRoom = Col("Room", ["Main Hall", "Main Hall", "Workshop Room A", "Terrace", "Room B", "Main Hall", "Rooftop Lounge"])
+sep2 = Separator()
+speakersHead = Heading("Speakers", "h2")
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Dr. Maya Chen", "AI research lead at Nova Labs, pioneering multimodal models.")
+sp2 = ListItem("Jordan Alvarez", "Staff engineer at Cloudline, scaling systems to 100M users.")
+sp3 = ListItem("Priya Natarajan", "Design director at Framewell, author of \"Systems of Style\".")
+sp4 = ListItem("Sam Okafor", "Founder of two exited startups, now angel investor and mentor.")
+sep3 = Separator()
+ticketsHead = Heading("Tickets", "h2")
+tickets = Table([tTier, tPrice, tPerks])
+tTier = Col("Tier", ["Early Bird", "General", "VIP"])
+tPrice = Col("Price", ["$299", "$449", "$899"])
+tPerks = Col("Includes", ["All talks + workshops", "All talks, workshops + lunch", "Front-row seating, speaker dinner, swag bag"])
+sep4 = Separator()
+regHead = Heading("Register", "h2")
+regForm = Form("register", regButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll send your ticket here")
+emailInput = Input("email", "jane@example.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [tierEarly, tierGen, tierVip], "Choose a tier")
+tierEarly = SelectItem("early", "Early Bird — $299")
+tierGen = SelectItem("general", "General — $449")
+tierVip = SelectItem("vip", "VIP — $899")
+regButtons = Buttons([regSubmit])
+regSubmit = Button("Register now", null, "primary")
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Tell me more about the workshops")
+fu2 = FollowUpItem("What's the refund policy?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r3.txt
new file mode 100644
index 000000000..e29f0b111
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, countdown, sep1, agendaSection, sep2, speakersSection, sep3, ticketsSection, sep4, registerSection])
+header = CardHeader("TechVision Summit 2025", "October 14–15, 2025 · Moscone Center, San Francisco, CA")
+countdown = Card([countdownTitle, countdownBar], "sunk")
+countdownTitle = TextContent("**68 days remaining** until doors open — don't miss out!", "large")
+countdownBar = Progress(81, "Registration is 81% full")
+sep1 = Separator()
+agendaSection = Card([agendaHeader, agendaTable], "clear")
+agendaHeader = Heading("Agenda", "h2")
+agendaTable = Table([agTime, agSession, agSpeaker])
+agTime = Col("Time", ["09:00", "10:00", "11:30", "13:00", "14:30", "16:00", "17:00"])
+agSession = Col("Session", ["Opening Keynote", "The Future of AI Interfaces", "Workshop: Design Systems at Scale", "Lunch & Networking", "Panel: Building Trust in Tech", "Breakout: Startup Founders Roundtable", "Closing Remarks & Afterparty"])
+agSpeaker = Col("Speaker", ["Dr. Amara Chen", "Liam Novak", "Sofia Reyes", "—", "All speakers", "Rajan Mehta", "Host Team"])
+sep2 = Separator()
+speakersSection = Card([speakersHeader, speakersList], "clear")
+speakersHeader = Heading("Speakers", "h2")
+speakersList = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Dr. Amara Chen", "AI research lead at NeuralWorks; pioneer in human-centered machine learning.", ["https://picsum.photos/seed/speaker1/200/200"])
+sp2 = ListItem("Liam Novak", "Founder of LoopUI; reimagining how people interact with intelligent software.", ["https://picsum.photos/seed/speaker2/200/200"])
+sp3 = ListItem("Sofia Reyes", "Design systems architect at Meridian; scaled design across 40+ product teams.", ["https://picsum.photos/seed/speaker3/200/200"])
+sp4 = ListItem("Rajan Mehta", "Three-time startup founder and angel investor in early-stage dev tools.", ["https://picsum.photos/seed/speaker4/200/200"])
+sep3 = Separator()
+ticketsSection = Card([ticketsHeader, ticketsTable], "clear")
+ticketsHeader = Heading("Tickets", "h2")
+ticketsTable = Table([tTier, tPrice, tPerks])
+tTier = Col("Tier", ["General", "Pro", "VIP"])
+tPrice = Col("Price", ["$299", "$549", "$899"])
+tPerks = Col("Includes", ["All talks + lunch", "Talks + workshops + lunch", "Everything + speaker dinner + front-row seating"])
+sep4 = Separator()
+registerSection = Card([registerHeader, regForm], "clear")
+registerHeader = Heading("Register", "h2")
+regForm = Form("conference-registration", regButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "Your ticket will be sent here")
+emailInput = Input("email", "jane@example.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [tierG, tierP, tierV], "Choose a tier")
+tierG = SelectItem("general", "General — $299")
+tierP = SelectItem("pro", "Pro — $549")
+tierV = SelectItem("vip", "VIP — $899")
+regButtons = Buttons([registerBtn])
+registerBtn = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r4.txt
new file mode 100644
index 000000000..4ca7d726c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-event__r4.txt
@@ -0,0 +1,36 @@
+root = Card([header, countdown, sep1, agendaHeader, agenda, sep2, speakersHeader, speakers, sep3, ticketsHeader, tickets, sep4, registerHeader, registerForm])
+header = CardHeader("TechForward Summit 2025", "October 14–16, 2025 · Moscone Center, San Francisco, CA")
+countdown = Progress(72, "87 days remaining until the event")
+sep1 = Separator()
+agendaHeader = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession, agendaRoom])
+agendaTime = Col("Time", ["09:00", "10:00", "11:30", "13:00", "14:30", "16:00", "17:30"])
+agendaSession = Col("Session", ["Opening Keynote: The Future of AI", "Scaling Cloud Infrastructure", "Lunch & Networking", "Design Systems at Scale", "Panel: Ethics in Machine Learning", "Hands-on Workshop: LLM Apps", "Closing Reception"])
+agendaRoom = Col("Room", ["Main Hall", "Room A", "Atrium", "Room B", "Main Hall", "Room C", "Rooftop Terrace"])
+sep2 = Separator()
+speakersHeader = Heading("Speakers", "h2")
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Dr. Amara Chen", "AI researcher at DeepCore, pioneering multimodal foundation models.")
+sp2 = ListItem("Marcus Webb", "VP of Platform at Nimbus, scaling systems to 100M daily users.")
+sp3 = ListItem("Sofia Ramirez", "Design lead at Figma, author of 'Systems Thinking for Designers'.")
+sp4 = ListItem("James Okafor", "Founder of FairML Labs, advocate for transparent and ethical AI.")
+sep3 = Separator()
+ticketsHeader = Heading("Tickets", "h2")
+tickets = Table([tierName, tierPrice, tierPerks])
+tierName = Col("Tier", ["Early Bird", "General Admission", "VIP"])
+tierPrice = Col("Price", ["$299", "$449", "$899"])
+tierPerks = Col("Includes", ["All talks + lunch", "All talks, workshops + lunch", "Everything + front-row seating, speaker dinner"])
+sep4 = Separator()
+registerHeader = Heading("Register", "h2")
+registerForm = Form("conference-registration", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "Your ticket will be sent here")
+emailInput = Input("email", "jane@example.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [tierEB, tierGA, tierVIP], "Choose a tier")
+tierEB = SelectItem("early-bird", "Early Bird — $299")
+tierGA = SelectItem("general", "General Admission — $449")
+tierVIP = SelectItem("vip", "VIP — $899")
+formButtons = Buttons([registerBtn])
+registerBtn = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..f2e25100b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, stepsSection, sep1, calSection, sep2, weekSection, sep3, logSection])
+header = CardHeader("Daily Summary", "Tuesday, March 12 — your fitness at a glance")
+stepsSection = Card([stepsHeader, stepsProgress, stepsNote], "sunk", "column", "s")
+stepsHeader = Heading("Steps", "h3")
+stepsProgress = Progress(78, "7,842 / 10,000 steps")
+stepsNote = TextContent("2,158 steps to go — about a 20-minute walk.", "small")
+sep1 = Separator()
+calSection = Card([calHeader, calStats], "sunk", "column", "s")
+calHeader = Heading("Calories Burned", "h3")
+calStats = Table([calName, calValue])
+calName = Col("Source", ["Active (workouts)", "Resting (BMR)", "Total today"])
+calValue = Col("Calories", ["412 kcal", "1,480 kcal", "1,892 kcal"], "number")
+sep2 = Separator()
+weekSection = Card([weekHeader, weekChart, weekNote], "sunk", "column", "s")
+weekHeader = Heading("This Week's Workouts", "h3")
+weekChart = BarChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], [durationSeries, calSeries], "grouped", "Day", "Minutes / kcal")
+durationSeries = Series("Duration (min)", [45, 0, 30, 60, 0, 40, 35])
+calSeries = Series("Calories burned", [380, 0, 240, 520, 0, 350, 412])
+weekNote = TextContent("5 of 7 days active — great consistency! Longest session: 60 min on Saturday.", "small")
+sep3 = Separator()
+logSection = Card([logHeader, logForm], "card", "column", "m")
+logHeader = Heading("Log a New Workout", "h3")
+logForm = Form("log-workout", formButtons, [typeField, durationField, intensityField, dateField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeCycle, typeStrength, typeSwim, typeYoga], "Choose activity")
+typeRun = SelectItem("run", "Running")
+typeCycle = SelectItem("cycle", "Cycling")
+typeStrength = SelectItem("strength", "Strength training")
+typeSwim = SelectItem("swim", "Swimming")
+typeYoga = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration (minutes)", durationSlider, "Slide to set session length")
+durationSlider = Slider("duration", "discrete", 5, 120, 5, [30])
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "medium")
+intLow = RadioItem("Low", "Easy pace, can talk comfortably", "low")
+intMed = RadioItem("Medium", "Moderate effort, slightly breathless", "medium")
+intHigh = RadioItem("High", "Hard effort, short bursts", "high")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("workout_date", "single")
+notesField = FormControl("Notes", notesInput, "Optional")
+notesInput = TextArea("notes", "How did it feel? Any PRs?", 3)
+formButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..31bc1e055
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, stepsSection, calsSection, weekSection, logSection])
+header = CardHeader("Daily Summary", "Today — Tuesday, your fitness at a glance")
+stepsSection = Card([stepsHeader, stepsProgress, stepsNote], "sunk", "column", "s")
+stepsHeader = CardHeader("Steps Today", "Goal: 10,000 steps")
+stepsProgress = Progress(74, "7,432 / 10,000 steps")
+stepsNote = TextContent("2,568 steps to go — a 25-minute walk will get you there.", "small")
+calsSection = Card([calsHeader, calsChart], "sunk", "column", "s")
+calsHeader = CardHeader("Calories Burned", "Active vs. resting burn today")
+calsChart = PieChart(["Active exercise", "Everyday movement", "Resting (BMR)"], [420, 310, 1450], "donut")
+weekSection = Card([weekHeader, weekChart], "sunk", "column", "s")
+weekHeader = CardHeader("Workouts This Week", "Minutes trained per day")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [plannedSeries, actualSeries], "grouped", "Day", "Minutes")
+plannedSeries = Series("Planned", [30, 45, 0, 30, 45, 60, 0])
+actualSeries = Series("Completed", [35, 40, 0, 30, 25, 70, 0])
+logSection = Card([logHeader, logForm], "sunk", "column", "s")
+logHeader = CardHeader("Log a New Workout", "Record what you did today")
+logForm = Form("log-workout", logButtons, [typeField, durationField, intensityField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeLift, typeCycle, typeSwim, typeYoga], "Choose an activity")
+typeRun = SelectItem("run", "Running")
+typeLift = SelectItem("lift", "Strength training")
+typeCycle = SelectItem("cycle", "Cycling")
+typeSwim = SelectItem("swim", "Swimming")
+typeYoga = SelectItem("yoga", "Yoga / Mobility")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "e.g. 45", "number")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "moderate")
+intLow = RadioItem("Light", "Easy pace, can talk freely", "light")
+intMed = RadioItem("Moderate", "Breathing harder, sustainable", "moderate")
+intHigh = RadioItem("Intense", "All-out or near max effort", "intense")
+notesField = FormControl("Notes", notesArea, "Optional")
+notesArea = TextArea("notes", "How did it feel? Any PRs?", 3)
+logButtons = Buttons([saveBtn, clearBtn])
+saveBtn = Button("Save workout", null, "primary")
+clearBtn = Button("Clear form", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..95fcc9b2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r3.txt
@@ -0,0 +1,35 @@
+root = Card([header, stepsSection, calSection, weekChart, logHeader, logForm])
+header = CardHeader("Daily Summary", "Tuesday, March 12 — keep it moving!")
+stepsSection = Card([stepsTitle, stepsProgress, stepsNote], "sunk", "column", "s")
+stepsTitle = TextContent("**Steps today** — Goal: 10,000", "default")
+stepsProgress = Progress(72, "7,214 / 10,000 steps")
+stepsNote = TextContent("2,786 steps to go — about a 25-minute walk.", "small")
+calSection = Card([calTitle, calRow], "sunk", "column", "s")
+calTitle = TextContent("**Calories burned today**", "default")
+calRow = Card([calValue, calBadge], "clear", "row", "m", "center", "between")
+calValue = TextContent("🔥 1,842 kcal", "large-heavy")
+calBadge = Badge("+12% vs yesterday", "secondary")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, calSeries], "grouped", "Day", "This week")
+durationSeries = Series("Workout minutes", [45, 30, 0, 60, 40, 75, 20])
+calSeries = Series("Calories (x10 kcal)", [32, 24, 0, 48, 35, 60, 18])
+logHeader = CardHeader("Log a new workout", "Record what you did today")
+logForm = Form("log-workout", formButtons, [typeField, durationField, intensityField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeLift, typeYoga, typeCycle, typeSwim], "Choose activity")
+typeRun = SelectItem("run", "Running")
+typeLift = SelectItem("lift", "Strength training")
+typeYoga = SelectItem("yoga", "Yoga")
+typeCycle = SelectItem("cycle", "Cycling")
+typeSwim = SelectItem("swim", "Swimming")
+durationField = FormControl("Duration (minutes)", durationSlider, "5 to 120 minutes")
+durationSlider = Slider("duration", "discrete", 5, 120, 5, [30])
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "medium")
+intLow = RadioItem("Low", "Easy pace, could chat", "low")
+intMed = RadioItem("Medium", "Moderate effort", "medium")
+intHigh = RadioItem("High", "All-out effort", "high")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it feel?", 3)
+formButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..794a203ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-fitness__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, stepsLabel, stepsProgress, calLabel, calProgress, weekHeader, weekChart, logHeader, logForm])
+header = CardHeader("Daily Summary", "Today · Your fitness at a glance")
+stepsLabel = TextContent("**Steps: 8,432 / 10,000** daily goal", "default")
+stepsProgress = Progress(84, "Steps today")
+calLabel = TextContent("**Calories burned: 612 kcal** of 800 kcal target", "default")
+calProgress = Progress(76, "Calories")
+weekHeader = CardHeader("This Week's Workouts", "Duration per day, last 7 days")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [workoutSeries], null, "Day", "Minutes")
+workoutSeries = Series("Workout minutes", [45, 0, 60, 30, 50, 0, 25])
+logHeader = CardHeader("Log a New Workout", "Add your latest session")
+logForm = Form("log-workout", logButtons, [typeField, durField, dateField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOpt, bikeOpt, swimOpt, liftOpt, yogaOpt], "Choose a workout")
+runOpt = SelectItem("run", "Running")
+bikeOpt = SelectItem("bike", "Cycling")
+swimOpt = SelectItem("swim", "Swimming")
+liftOpt = SelectItem("lift", "Weight training")
+yogaOpt = SelectItem("yoga", "Yoga")
+durField = FormControl("Duration (minutes)", durInput, "Enter total active time")
+durInput = Input("duration", "e.g. 45", "number")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("workout_date", "single")
+notesField = FormControl("Notes", notesInput, "Optional — how did it go?")
+notesInput = TextArea("notes", "Felt strong, steady pace...", 3)
+logButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r1.txt
new file mode 100644
index 000000000..4ea29fdbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, tags, desc, qualHeader, quals, salaryHeader, salaryTable, sep1, applyHeader, applyForm, sep2, shareSection])
+header = CardHeader("Senior Product Designer", "Design Team · Full-time · Remote (US)")
+tags = TagBlock(["Product Design", "Figma", "Design Systems", "Remote"])
+desc = TextContent("We're looking for a Senior Product Designer to own end-to-end design for our core product. You'll partner with product managers and engineers to ship thoughtful, polished experiences, and help evolve our design system as we scale.")
+qualHeader = Heading("What we're looking for", "h3")
+quals = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years of product design experience", "Shipped web or mobile products end to end")
+q2 = ListItem("Strong portfolio", "Demonstrates interaction, visual, and systems thinking")
+q3 = ListItem("Fluency in Figma", "Components, auto-layout, prototyping, and design tokens")
+q4 = ListItem("Design systems experience", "Built or maintained a system used by multiple teams")
+q5 = ListItem("Clear communication", "Comfortable presenting work and giving/receiving critique")
+salaryHeader = Heading("Compensation", "h3")
+salaryTable = Table([salCol, valCol])
+salCol = Col("Item", ["Base salary range", "Equity", "Benefits"])
+valCol = Col("Details", ["$140,000 – $175,000 USD / year", "Meaningful early-stage equity grant", "Health, dental, vision, 401(k), unlimited PTO"])
+sep1 = Separator()
+applyHeader = Heading("Apply for this role", "h3")
+applyForm = Form("apply-senior-product-designer", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll only use this to contact you about your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume or portfolio (Google Drive, Dropbox, personal site)")
+resumeInput = Input("resume_url", "https://...", "url")
+applyButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+sep2 = Separator()
+shareSection = Card([shareText, shareButtons], "sunk", "row", "m", "center", "between")
+shareText = TextContent("Know someone great for this role? Share this posting.", "small-heavy")
+shareButtons = Buttons([copyBtn, linkedinBtn, emailBtn])
+copyBtn = Button("Copy link", null, "secondary")
+linkedinBtn = Button("Share on LinkedIn", null, "secondary")
+emailBtn = Button("Share via email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r2.txt
new file mode 100644
index 000000000..cf16f2c38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r2.txt
@@ -0,0 +1,34 @@
+root = Card([header, meta, desc, sep1, qualHeader, quals, sep2, salaryHeader, salaryText, salaryBar, sep3, applyHeader, applyForm, sep4, shareSection])
+header = CardHeader("Senior Product Designer", "Design Team — Full-time · Remote (US)")
+meta = TagBlock(["Design", "Senior Level", "Remote", "Full-time"])
+desc = TextContent("We're looking for a Senior Product Designer to shape the end-to-end experience of our core product. You'll partner with product managers and engineers to turn ambiguous problems into elegant, shipped solutions — from research and wireframes to polished UI and design systems work.")
+sep1 = Separator()
+qualHeader = Heading("What we're looking for", "h3")
+quals = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years of product design experience", "Shipping web or mobile products end-to-end")
+q2 = ListItem("Strong portfolio", "Demonstrates craft, systems thinking, and measurable impact")
+q3 = ListItem("Fluency in Figma", "Including components, variants, and prototyping")
+q4 = ListItem("Experience with design systems", "Building or contributing to a shared component library")
+q5 = ListItem("Excellent communication", "Comfortable presenting work and giving/receiving critique")
+sep2 = Separator()
+salaryHeader = Heading("Compensation", "h3")
+salaryText = TextContent("$130,000 – $165,000 USD per year, plus equity and benefits.", "large-heavy")
+salaryBar = Progress(78, "Range midpoint vs. market benchmark")
+sep3 = Separator()
+applyHeader = Heading("Apply for this role", "h3")
+applyForm = Form("design-role-application", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll only use this to contact you about your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume or portfolio (Google Drive, Dropbox, personal site)")
+resumeInput = Input("resume", "https://...", "url")
+applyButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+sep4 = Separator()
+shareSection = Card([shareHeader, shareButtons], "sunk", "column", "m")
+shareHeader = TextContent("Know someone great for this role? Share this posting.", "small-heavy")
+shareButtons = Buttons([shareLinkedIn, shareTwitter, copyLink])
+shareLinkedIn = Button("Share on LinkedIn", null, "secondary")
+shareTwitter = Button("Share on X / Twitter", null, "secondary")
+copyLink = Button("Copy link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r3.txt
new file mode 100644
index 000000000..a79d5f531
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r3.txt
@@ -0,0 +1,30 @@
+root = Card([header, badges, description, qualHeading, qualifications, salarySection, separator1, applyHeading, applyForm, separator2, shareSection])
+header = CardHeader("Senior Product Designer", "Design Team — Full-time · Remote (US/EU)")
+badges = TagBlock(["Design", "Senior Level", "Remote", "Full-time"])
+description = TextContent("We're looking for a Senior Product Designer to shape the end-to-end experience of our core product. You'll partner closely with product managers and engineers, own design from discovery through delivery, and help raise the bar for craft across the team. This role reports to the Head of Design.")
+qualHeading = Heading("What we're looking for", "h3")
+qualifications = ListBlock([q1, q2, q3, q4, q5], "number")
+q1 = ListItem("5+ years of product design experience", "Shipping web or mobile products end-to-end")
+q2 = ListItem("Strong portfolio", "Demonstrates systems thinking, interaction design, and visual craft")
+q3 = ListItem("Fluency in Figma", "Including components, variants, and prototyping")
+q4 = ListItem("Experience with design systems", "Building, maintaining, or contributing at scale")
+q5 = ListItem("Excellent communication", "Comfortable presenting work and giving/receiving critique")
+salarySection = Callout("info", "Compensation", "$130,000 – $165,000 USD per year, plus equity and benefits (health, dental, 401k, unlimited PTO).")
+separator1 = Separator()
+applyHeading = Heading("Apply for this role", "h3")
+applyForm = Form("job-application", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email address", emailInput, "We'll only use this to contact you about your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume or portfolio (Google Drive, Dropbox, personal site)")
+resumeInput = Input("resume", "https://...", "url")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+separator2 = Separator()
+shareSection = Card([shareText, shareButtons], "sunk", "row", "m", "center", "between")
+shareText = TextContent("Know someone perfect for this role? Share this posting.", "small-heavy")
+shareButtons = Buttons([copyBtn, linkedinBtn, twitterBtn])
+copyBtn = Button("Copy link", null, "secondary", null, "small")
+linkedinBtn = Button("Share on LinkedIn", null, "tertiary", null, "small")
+twitterBtn = Button("Share on X", null, "tertiary", null, "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r4.txt
new file mode 100644
index 000000000..21596895b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-job__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, meta, desc, qualHeader, qualList, salary, sep1, applyHeader, applyForm, sep2, shareHeader, shareButtons])
+header = CardHeader("Senior Product Designer", "Design Team · Full-time · Remote (US)")
+meta = TagBlock(["Product Design", "Remote", "Full-time", "Senior level"])
+desc = TextContent("We're looking for a Senior Product Designer to shape the end-to-end experience of our core product. You'll partner with product managers and engineers to turn complex problems into simple, elegant interfaces — from early research and wireframes through polished, shipped UI.")
+qualHeader = Heading("What we're looking for", "h3")
+qualList = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years of product design experience", "Shipping web or mobile products end-to-end")
+q2 = ListItem("Strong portfolio", "Demonstrates systems thinking and visual craft")
+q3 = ListItem("Fluency in Figma", "Components, auto-layout, and prototyping")
+q4 = ListItem("User research skills", "Comfortable running interviews and usability tests")
+q5 = ListItem("Cross-functional collaboration", "Clear communication with PMs and engineers")
+salary = Callout("info", "Salary range", "$140,000 – $175,000 USD per year, plus equity and benefits")
+sep1 = Separator()
+applyHeader = Heading("Apply for this role", "h3")
+applyForm = Form("job-application", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll only use this to contact you about your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "A public link to your resume or portfolio (Google Drive, Dropbox, personal site)")
+resumeInput = Input("resume", "https://...", "url")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+sep2 = Separator()
+shareHeader = Heading("Share this posting", "h3")
+shareButtons = Buttons([copyBtn, linkedinBtn, twitterBtn])
+copyBtn = Button("Copy link", null, "secondary")
+linkedinBtn = Button("Share on LinkedIn", null, "secondary")
+twitterBtn = Button("Share on X", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..518a08eee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r1.txt
@@ -0,0 +1,15 @@
+root = Card([header, kpis, trend, topProducts, actions])
+header = CardHeader("Monthly Sales Check", "Founder dashboard — June 2025")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Revenue this month", "Conversion rate", "Orders", "Avg. order value"])
+kpiValue = Col("Value", ["$84,250", "3.8%", "1,240", "$67.94"])
+kpiNote = Col("vs. last month", ["+12.4%", "+0.5 pts", "+9.1%", "+3.0%"])
+trend = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [52300, 58900, 61400, 67200, 75000, 84250])
+topProducts = Table([prodName, prodUnits, prodRevenue])
+prodName = Col("Product", ["Pro Plan Subscription", "Starter Kit", "Team Add-on"])
+prodUnits = Col("Units sold", [412, 356, 289], "number")
+prodRevenue = Col("Revenue", ["$32,960", "$17,800", "$11,560"])
+actions = Buttons([csvBtn, pdfBtn])
+csvBtn = Button("Download CSV", null, "primary")
+pdfBtn = Button("Download PDF report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..e311f50aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r2.txt
@@ -0,0 +1,14 @@
+root = Card([header, kpis, trend, topProducts, actions])
+header = CardHeader("Monthly Sales Check", "Founder dashboard — March 2025")
+kpis = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Revenue this month", "Conversion rate", "Orders", "Avg. order value"])
+kpiValue = Col("Value", ["$84,200", "3.8%", "1,240", "$67.90"])
+kpiNote = Col("vs. last month", ["+12.4%", "+0.4 pts", "+9.1%", "+2.8%"])
+trend = LineChart(["Oct", "Nov", "Dec", "Jan", "Feb", "Mar"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [52300, 61800, 74100, 58900, 74900, 84200])
+topProducts = HorizontalBarChart(["Pro Plan Annual", "Starter Kit", "Team Add-on"], [unitsSeries], null, "Units sold", "Product")
+unitsSeries = Series("Units sold", [412, 356, 289])
+actions = Buttons([csvBtn, pdfBtn, emailBtn])
+csvBtn = Button("Download CSV", null, "primary")
+pdfBtn = Button("Download PDF report", null, "secondary")
+emailBtn = Button("Email me the numbers", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..a359df368
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r3.txt
@@ -0,0 +1,17 @@
+root = Card([header, monthBadge, kpiTable, trendHeader, trendChart, productsHeader, productsTable, actions])
+header = CardHeader("Monthly Sales Check", "Founder dashboard — November 2024")
+monthBadge = Badge("Revenue up 12% vs last month", "secondary")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Revenue this month", "Conversion rate"])
+kpiValue = Col("Value", ["$86,420", "3.8%"])
+trendHeader = Heading("Revenue — last 6 months", "h3")
+trendChart = LineChart(["Jun", "Jul", "Aug", "Sep", "Oct", "Nov"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [61200, 58900, 67400, 72100, 77150, 86420])
+productsHeader = Heading("Top 3 best-selling products", "h3")
+productsTable = Table([prodName, prodUnits, prodRevenue])
+prodName = Col("Product", ["Pro Plan Subscription", "Starter Kit", "Team Add-on"])
+prodUnits = Col("Units sold", [412, 368, 291], "number")
+prodRevenue = Col("Revenue", ["$41,200", "$27,600", "$17,460"])
+actions = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("Download numbers (CSV)", null, "primary")
+shareBtn = Button("Share with team", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..04ca6748b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-sales__r4.txt
@@ -0,0 +1,23 @@
+root = Card([header, kpiBadges, trend, topProducts, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "Founder dashboard · Current period: November 2024")
+kpiBadges = Card([revKpi, convKpi], "sunk", "row", "l", "stretch", "start")
+revKpi = Card([revTitle, revValue, revDelta], "card", "column", "xs")
+revTitle = TextContent("Revenue this month", "small")
+revValue = TextContent("$86,400", "large-heavy")
+revDelta = Badge("+12.4% vs last month", "secondary")
+convKpi = Card([convTitle, convValue, convDelta], "card", "column", "xs")
+convTitle = TextContent("Conversion rate", "small")
+convValue = TextContent("3.8%", "large-heavy")
+convDelta = Badge("+0.4 pts vs last month", "secondary")
+trend = Card([trendHeader, trendChart], "sunk", "column", "s")
+trendHeader = TextContent("Revenue — last 6 months", "small-heavy")
+trendChart = LineChart(["Jun", "Jul", "Aug", "Sep", "Oct", "Nov"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [52400, 58900, 61200, 66800, 76900, 86400])
+topProducts = Card([prodHeader, prodTable], "sunk", "column", "s")
+prodHeader = TextContent("Top 3 best-selling products", "small-heavy")
+prodTable = Table([prodName, prodUnits, prodRev])
+prodName = Col("Product", ["Pro Plan Annual", "Starter Kit", "Add-on: Analytics"])
+prodUnits = Col("Units sold", [412, 356, 289], "number")
+prodRev = Col("Revenue", ["$41,200", "$17,800", "$8,670"], "string")
+actions = Card([dlBtn], "clear", "row", "m", "end")
+dlBtn = Button("Download numbers (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..b81a0f34e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, dateRow, summary, blockedAlert, updatesList, missingSection, postForm])
+header = CardHeader("Async Standup — Team Atlas", "Daily check-ins from the remote crew")
+dateRow = Card([dateBadge, missingBadge], "sunk", "row", "m", "center", "between")
+dateBadge = Tag("Today: Tuesday, June 10, 2025", "calendar", "lg", "info")
+missingBadge = Tag("2 updates still missing", "clock", "lg", "warning")
+summary = Progress(71, "5 of 7 teammates checked in")
+blockedAlert = Callout("error", "Blocked teammates", "Maya Chen is blocked on API credentials for the payments sandbox. Priya Nair is blocked waiting on design review for the onboarding flow.")
+updatesHeader = Heading("Today's Updates", "h3")
+updatesList = ListBlock([u1, u2, u3, u4, u5])
+u1 = ListItem("Maya Chen — Backend", "Yesterday: invoice webhook retries. Today: payments sandbox integration. ⛔ Blocked: needs API credentials.", null)
+u2 = ListItem("Priya Nair — Design", "Yesterday: onboarding mockups v2. Today: finalize empty states. ⛔ Blocked: waiting on design review.", null)
+u3 = ListItem("Jonas Weber — Frontend", "Yesterday: rebuilt settings page. Today: wiring up the new search endpoint. No blockers.", null)
+u4 = ListItem("Amara Diallo — QA", "Yesterday: regression pass on checkout. Today: automating smoke tests. No blockers.", null)
+u5 = ListItem("Leo Martins — DevOps", "Yesterday: staging DB migration. Today: alert tuning for deploy pipeline. No blockers.", null)
+missingSection = Callout("warning", "Missing updates", "Still waiting on: Sam Okafor (Mobile) and Yuki Tanaka (Data). Reminder ping goes out at 2 PM their local time.")
+formHeader = Heading("Post Your Update", "h3")
+postForm = Form("standup-update", formButtons, [nameField, yesterdayField, todayField, blockedField])
+nameField = FormControl("Your name", nameInput)
+nameInput = Select("name", [n1, n2, n3, n4, n5, n6, n7], "Select your name")
+n1 = SelectItem("maya", "Maya Chen")
+n2 = SelectItem("priya", "Priya Nair")
+n3 = SelectItem("jonas", "Jonas Weber")
+n4 = SelectItem("amara", "Amara Diallo")
+n5 = SelectItem("leo", "Leo Martins")
+n6 = SelectItem("sam", "Sam Okafor")
+n7 = SelectItem("yuki", "Yuki Tanaka")
+yesterdayField = FormControl("Yesterday", yesterdayInput, "What did you work on?")
+yesterdayInput = TextArea("yesterday", "e.g. Finished the webhook retry logic", 2)
+todayField = FormControl("Today", todayInput, "What's the plan for today?")
+todayInput = TextArea("today", "e.g. Start payments sandbox integration", 2)
+blockedField = FormControl("Blockers", blockedRadio)
+blockedRadio = RadioGroup("blocked", [bNo, bYes], "no")
+bNo = RadioItem("No blockers", "Clear to proceed", "no")
+bYes = RadioItem("I'm blocked", "Describe it in your update above", "yes")
+formButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Post update", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..4f1deed72
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r2.txt
@@ -0,0 +1,26 @@
+root = Card([header, dateBadge, missingCallout, blockedAlert, teamList, postHeader, postForm])
+header = CardHeader("Async Standup", "Remote team daily check-in")
+dateBadge = Badge("Tuesday, May 13, 2025", "secondary")
+missingCallout = Callout("warning", "2 updates still missing", "Waiting on Priya Nair and Marcus Lee. Updates close at 12:00 PM local time.")
+blockedAlert = Alert("1 teammate is blocked", "Sara Kim is blocked on API credentials for the payments integration", "destructive")
+teamList = ListBlock([li1, li2, li3, li4, li5])
+li1 = ListItem("Sara Kim", "Yesterday: payments webhook handler. Today: retry logic. BLOCKED: waiting on Stripe API credentials.", null, "Ping to unblock")
+li2 = ListItem("Diego Torres", "Yesterday: finished onboarding flow UI. Today: writing tests and opening PR. No blockers.")
+li3 = ListItem("Aisha Rahman", "Yesterday: reviewed 3 PRs, deployed hotfix. Today: start search indexing spike. No blockers.")
+li4 = ListItem("Priya Nair", "No update posted yet", null, "Send reminder")
+li5 = ListItem("Marcus Lee", "No update posted yet", null, "Send reminder")
+postHeader = Heading("Post your update", "h3")
+postForm = Form("standup-update", formBtns, [fYesterday, fToday, fBlocked, fBlockers])
+fYesterday = FormControl("What did you do yesterday?", inYesterday)
+inYesterday = TextArea("yesterday", "Summarize yesterday's work", 3)
+fToday = FormControl("What will you do today?", inToday)
+inToday = TextArea("today", "Today's plan", 3)
+fBlocked = FormControl("Are you blocked?", inBlocked)
+inBlocked = RadioGroup("blocked", [rbYes, rbNo], "no")
+rbYes = RadioItem("Yes", "I need help to move forward", "yes")
+rbNo = RadioItem("No", "Nothing is blocking me", "no")
+fBlockers = FormControl("Describe your blocker", inBlockers, "Only if you answered yes above")
+inBlockers = TextArea("blockers", "What do you need, and from whom?", 2)
+formBtns = Buttons([btnPost, btnClear])
+btnPost = Button("Post update", null, "primary")
+btnClear = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..810f195c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, missingProgress, waitingLabel, missingTags, blockedAlert, updatesHeader, updatesList, sep, formHeader, standupForm, followups], "card", "column", "l")
+header = CardHeader("Async Standup — Friday, June 13, 2025", "Team Atlas · 8 teammates · updates due by 10:00 local time")
+missingProgress = Progress(62.5, "5 of 8 updates posted · 3 still missing")
+waitingLabel = TextContent("Still waiting on:", "small-heavy")
+missingTags = TagBlock(["Priya Nair", "Tom Becker", "Aisha Bello"])
+blockedAlert = Alert("2 teammates blocked", "Maya Chen — waiting on staging API keys from DevOps. Diego Ramos — needs the final design review on the onboarding flow before he can merge.", "warning")
+updatesHeader = CardHeader("Team updates", "Everything posted today, newest first")
+updatesList = ListBlock([li1, li2, li3, li4, li5, li6, li7, li8], "image")
+li1 = ListItem("Maya Chen · 🔴 Blocked", "Yesterday: finished billing webhook retries. Today: drafting the payments runbook. Blocker: staging API keys from DevOps.", ["https://picsum.photos/seed/maya/96/96"])
+li2 = ListItem("Diego Ramos · 🔴 Blocked", "Yesterday: onboarding flow UI is code-complete. Today: can pick up ticket #482. Blocker: needs final design review to merge.", ["https://picsum.photos/seed/diego/96/96"])
+li3 = ListItem("Lena Fischer · 🟢 On track", "Yesterday: shipped v2.4 release notes and cut the release candidate. Today: running mobile regression suite.", ["https://picsum.photos/seed/lena/96/96"])
+li4 = ListItem("Sam Okafor · 🟢 On track", "Yesterday: closed 6 support escalations. Today: updating Help Center articles for the new billing flow.", ["https://picsum.photos/seed/sam/96/96"])
+li5 = ListItem("Jonas Weber · 🟡 Focus day", "Deep work on the search ranking spike. No meetings — reachable after 14:00 CET.", ["https://picsum.photos/seed/jonas/96/96"])
+li6 = ListItem("Priya Nair · ⏳ No update yet", "Last seen online 09:12 IST. Usually posts by 10:30.", ["https://picsum.photos/seed/priya/96/96"])
+li7 = ListItem("Tom Becker · ⏳ No update yet", "Calendar shows a client call until 11:00 CET.", ["https://picsum.photos/seed/tom/96/96"])
+li8 = ListItem("Aisha Bello · ⏳ No update yet", "Back from PTO today — may post later than usual.", ["https://picsum.photos/seed/aisha/96/96"])
+sep = Separator()
+formHeader = CardHeader("Post your update", "Takes 30 seconds — it goes out to the whole team")
+standupForm = Form("post-standup-update", formButtons, [statusField, updateField, blockersField])
+statusField = FormControl("Your status today", statusSelect)
+statusSelect = Select("status", [stOnTrack, stBlocked, stFocus, stOoo], "How is today going?")
+stOnTrack = SelectItem("on-track", "🟢 On track")
+stBlocked = SelectItem("blocked", "🔴 Blocked")
+stFocus = SelectItem("focus", "🟡 Focus day")
+stOoo = SelectItem("ooo", "⚪ Out of office")
+updateField = FormControl("Yesterday / today", updateArea, "What you shipped, what's next")
+updateArea = TextArea("update", "Yesterday I… Today I will…", 4)
+blockersField = FormControl("Blockers", blockersArea, "Optional — flag anything in your way")
+blockersArea = TextArea("blockers", "I'm blocked on…", 2)
+formButtons = Buttons([postBtn, draftBtn])
+postBtn = Button("Post update", null, "primary")
+draftBtn = Button("Save draft", null, "tertiary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Nudge the 3 teammates who haven't posted")
+fu2 = FollowUpItem("Summarize today's blockers for the team lead")
+fu3 = FollowUpItem("Show yesterday's standup")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..dda399d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-standup__r4.txt
@@ -0,0 +1,33 @@
+root = Card([header, dateBadge, blockedAlert, missingProgress, sep1, teamList, sep2, postForm, followUps])
+header = CardHeader("Async Standup", "Remote team daily check-in")
+dateBadge = Badge("Tuesday, June 10, 2025", "outline")
+blockedAlert = Alert("2 teammates blocked", "Priya is waiting on API credentials from DevOps. Marco needs design sign-off on the onboarding flow.", "warning")
+missingProgress = Progress(63, "5 of 8 updates posted — 3 still missing")
+sep1 = Separator("horizontal", true)
+teamList = ListBlock([m1, m2, m3, m4, m5, m6, m7, m8])
+m1 = ListItem("Priya Nair — BLOCKED", "Yesterday: auth service refactor. Today: blocked on API credentials from DevOps.")
+m2 = ListItem("Marco Rossi — BLOCKED", "Yesterday: onboarding UI. Today: needs design sign-off before continuing.")
+m3 = ListItem("Aisha Bello", "Yesterday: fixed payment retry bug. Today: writing tests for the retry logic.")
+m4 = ListItem("Tom Becker", "Yesterday: dashboard performance audit. Today: lazy-loading chart components.")
+m5 = ListItem("Lena Fischer", "Yesterday: customer interviews synthesis. Today: drafting Q3 research plan.")
+m6 = ListItem("Kenji Sato", "No update posted yet")
+m7 = ListItem("Sofia Mendez", "No update posted yet")
+m8 = ListItem("David Okafor", "No update posted yet")
+sep2 = Separator("horizontal", true)
+postForm = Form("standup-update", formButtons, [nameField, statusField, planField, blockedField])
+nameField = FormControl("Your name", nameInput)
+nameInput = Input("name", "e.g. Kenji Sato")
+statusField = FormControl("What did you do yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Summarize yesterday's work", 3)
+planField = FormControl("What's the plan for today?", todayInput)
+todayInput = TextArea("today", "Summarize today's plan", 3)
+blockedField = FormControl("Are you blocked?", blockedRadio, "Select yes if anything is stopping your progress")
+blockedRadio = RadioGroup("blocked", [blockedYes, blockedNo], "no")
+blockedYes = RadioItem("Yes, I'm blocked", "Describe the blocker in your update", "yes")
+blockedNo = RadioItem("No blockers", "All clear", "no")
+formButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Post update", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Remind the 3 teammates who haven't posted")
+fu2 = FollowUpItem("Show yesterday's standup summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..3b89d6476
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r1.txt
@@ -0,0 +1,17 @@
+root = Card([header, thresholdInfo, searchForm, lowTable, bulkActions])
+header = CardHeader("Low Inventory Warnings", "Items below their reorder threshold")
+thresholdInfo = Callout("warning", "Warning threshold", "Items are flagged when stock falls to or below 20 units. Threshold is set store-wide in Settings > Inventory.")
+searchForm = Form("item-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter low-stock items by name or SKU")
+searchInput = Input("query", "e.g. AA batteries or SKU-1042")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowTable = Table([itemCol, skuCol, unitsCol, thresholdCol, reorderCol])
+itemCol = Col("Item", ["AA Batteries (4-pack)", "Printer Paper A4", "Hand Sanitizer 500ml", "USB-C Cables", "Sticky Notes"])
+skuCol = Col("SKU", ["SKU-1042", "SKU-2210", "SKU-0873", "SKU-3155", "SKU-1920"])
+unitsCol = Col("Units left", [12, 5, 18, 3, 20], "number")
+thresholdCol = Col("Threshold", [20, 20, 20, 20, 20], "number")
+reorderCol = Col("Reorder", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+bulkActions = Buttons([reorderAllBtn, exportBtn])
+reorderAllBtn = Button("Reorder all low items", null, "primary")
+exportBtn = Button("Export list", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..b3b7a6be7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r2.txt
@@ -0,0 +1,18 @@
+root = Card([header, thresholdAlert, searchForm, lowItems, actions])
+header = CardHeader("Low Inventory Warning", "Items at or below restock threshold — 5 items need attention")
+thresholdAlert = Alert("Warning threshold", "This warning triggers when an item's stock falls to 10 units or fewer. Reorder before stock reaches 0 to avoid sell-outs.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by product name or SKU")
+searchInput = Input("query", "e.g. USB-C Cable or SKU-1042")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+lowItems = ListBlock([item1, item2, item3, item4, item5])
+item1 = ListItem("USB-C Charging Cable (SKU-1042)", "3 units remaining — threshold: 10", null, "Reorder 50")
+item2 = ListItem("Wireless Mouse (SKU-2210)", "5 units remaining — threshold: 10", null, "Reorder 30")
+item3 = ListItem("A4 Printer Paper, 500-pack (SKU-0388)", "7 units remaining — threshold: 10", null, "Reorder 100")
+item4 = ListItem("27-inch Monitor (SKU-5517)", "2 units remaining — threshold: 5", null, "Reorder 15")
+item5 = ListItem("Mechanical Keyboard (SKU-3301)", "9 units remaining — threshold: 10", null, "Reorder 25")
+actions = Buttons([reorderAllBtn, exportBtn])
+reorderAllBtn = Button("Reorder all low items", null, "primary")
+exportBtn = Button("Export inventory report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..a9a3406f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r3.txt
@@ -0,0 +1,14 @@
+root = Card([header, thresholdCallout, searchForm, lowItemsList])
+header = CardHeader("Low Inventory Warning", "5 items need restocking")
+thresholdCallout = Callout("warning", "Reorder threshold: 10 units", "Any item with fewer than 10 units remaining appears on this screen. Reorder promptly to avoid stockouts.")
+searchForm = Form("search-inventory", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by item name or SKU")
+searchInput = Input("query", "e.g. Wireless Mouse or WM-4284")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowItemsList = ListBlock([itemMouse, itemCable, itemNotebook, itemBottle, itemLamp])
+itemMouse = ListItem("Wireless Mouse", "SKU WM-4284 — only 3 units left", null, "Reorder")
+itemCable = ListItem("USB-C Cable 2m", "SKU UC-2210 — only 5 units left", null, "Reorder")
+itemNotebook = ListItem("Notebook A5", "SKU NB-0510 — only 7 units left", null, "Reorder")
+itemBottle = ListItem("Insulated Water Bottle", "SKU WB-3301 — only 8 units left", null, "Reorder")
+itemLamp = ListItem("LED Desk Lamp", "SKU DL-7745 — only 9 units left", null, "Reorder")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..ea2e58eb7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-stock__r4.txt
@@ -0,0 +1,20 @@
+root = Card([header, thresholdAlert, searchForm, lowStockTable, reorderButtons])
+header = CardHeader("Low Inventory Warnings", "Items at or below their reorder threshold")
+thresholdAlert = Alert("Reorder threshold", "Any item with 10 units or fewer remaining triggers this low-stock warning. Review and reorder below.", "warning")
+searchForm = Form("search-inventory", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter the list by product name or SKU")
+searchInput = Input("query", "e.g. Coffee Beans or SKU-1024")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowStockTable = Table([colItem, colSku, colRemaining, colThreshold, colStatus])
+colItem = Col("Item", ["Arabica Coffee Beans 1kg", "Whole Milk 2L", "Sourdough Loaf", "Free-Range Eggs (dozen)", "Butter 250g"])
+colSku = Col("SKU", ["SKU-1024", "SKU-2048", "SKU-3091", "SKU-4177", "SKU-5220"])
+colRemaining = Col("Units Remaining", [4, 7, 2, 9, 10], "number")
+colThreshold = Col("Warning Threshold", [10, 10, 10, 10, 10], "number")
+colStatus = Col("Status", ["Critical", "Low", "Critical", "Low", "Low"])
+reorderButtons = Buttons([reorder1, reorder2, reorder3, reorder4, reorder5])
+reorder1 = Button("Reorder Arabica Coffee Beans (SKU-1024)")
+reorder2 = Button("Reorder Whole Milk (SKU-2048)")
+reorder3 = Button("Reorder Sourdough Loaf (SKU-3091)")
+reorder4 = Button("Reorder Eggs (SKU-4177)")
+reorder5 = Button("Reorder Butter (SKU-5220)")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r1.txt
new file mode 100644
index 000000000..484b5435f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r1.txt
@@ -0,0 +1,30 @@
+root = Card([header, alert, kpis, ticketSection, actions])
+header = CardHeader("Support Morning View", "Tuesday, 9:00 AM — Team overview")
+alert = Alert("SLA watch", "2 high-priority tickets are approaching their 4-hour response SLA", "warning")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Open tickets", "Avg first-response time"])
+kpiValue = Col("Value", [27, "38 min"])
+kpiNote = Col("Trend", ["+4 since yesterday", "-6 min vs last week"])
+ticketSection = SectionBlock([recentSection], false)
+recentSection = SectionItem("recent", "Five most recent tickets", [ticketTable])
+ticketTable = Table([colId, colSubject, colPriority, colAge])
+colId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Login fails on mobile app", "Billing discrepancy on invoice", "Feature request: dark mode", "API timeout errors", "Password reset email not received"])
+colPriority = Col("Priority", ["High", "High", "Low", "Medium", "Medium"])
+colAge = Col("Age", ["12 min", "25 min", "41 min", "1 h", "2 h"])
+actions = Buttons([filterBtn, newTicketDialog])
+filterBtn = Button("Show high-priority only", ["filter", "high"], "secondary")
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Fill in the details below to log a new ticket.", [newTicketForm])
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pLow, pMed, pHigh], "Select priority")
+pLow = SelectItem("low", "Low")
+pMed = SelectItem("medium", "Medium")
+pHigh = SelectItem("high", "High")
+descField = FormControl("Description", descArea, "Include steps to reproduce if possible")
+descArea = TextArea("description", "Describe the issue...", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r2.txt
new file mode 100644
index 000000000..dc730de53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r2.txt
@@ -0,0 +1,34 @@
+root = Card([header, alert, kpis, filterRow, ticketsHeader, ticketsTable, newTicketBtn])
+header = CardHeader("Support Morning View", "Tuesday, 8:00 AM — Team overview")
+alert = Alert("SLA watch", "2 tickets are approaching the 4-hour response SLA", "warning")
+kpis = Table([kpiName, kpiValue, kpiTrend])
+kpiName = Col("Metric", ["Open tickets", "Avg first-response time", "High priority open"])
+kpiValue = Col("Value", ["42", "38 min", "9"])
+kpiTrend = Col("vs yesterday", ["+6", "-12 min (better)", "+3"])
+filterRow = Card([filterLabel, filterButtons], "clear", "row", "m", "center", "between")
+filterLabel = TextContent("Ticket list filter:", "small-heavy")
+filterButtons = Buttons([allBtn, highBtn])
+allBtn = Button("All tickets", null, "secondary")
+highBtn = Button("High priority only", null, "primary")
+ticketsHeader = CardHeader("Most Recent Tickets", "Showing 5 latest (all priorities)")
+ticketsTable = Table([colId, colSubject, colPriority, colAge])
+colId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Payment failed at checkout", "Can't log in after password reset", "Invoice shows wrong tax amount", "Mobile app crashes on launch", "Feature request: export to CSV"])
+colPriority = Col("Priority", ["High", "High", "Medium", "High", "Low"])
+colAge = Col("Age", ["12 min", "27 min", "41 min", "58 min", "1h 20m"])
+newTicketBtn = DialogBlock("Open new ticket", "Create a ticket", "Log a ticket on behalf of a customer", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, customerField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Short summary of the issue")
+customerField = FormControl("Customer email", customerInput)
+customerInput = Input("customer", "customer@example.com", "email")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pHigh, pMed, pLow], "Select priority")
+pHigh = SelectItem("high", "High")
+pMed = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+descField = FormControl("Description", descArea)
+descArea = TextArea("description", "Describe the issue in detail", 4)
+formButtons = Buttons([createBtn, cancelBtn])
+createBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r3.txt
new file mode 100644
index 000000000..fbec0b138
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r3.txt
@@ -0,0 +1,29 @@
+root = Card([header, kpis, alert, ticketsHeader, tickets, actions])
+header = CardHeader("Support Morning View", "Thursday, 9:00 AM — Team: Tier 1")
+kpis = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Open tickets", "Avg first-response time"])
+kpiValue = Col("Value", [42, "18 min"])
+kpiNote = Col("vs. yesterday", ["+6", "-4 min"])
+alert = Alert("SLA watch", "3 high-priority tickets are approaching the 1-hour response SLA.", "warning")
+ticketsHeader = CardHeader("Most Recent Tickets", "Last 5 across all queues")
+tickets = Table([colId, colSubject, colPriority, colAge])
+colId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Login loop after SSO update", "Invoice shows wrong total", "API returning 500s", "Password reset email missing", "Feature request: dark mode"])
+colPriority = Col("Priority", ["High", "Medium", "High", "Low", "Low"])
+colAge = Col("Opened", ["8:42 AM", "8:31 AM", "8:15 AM", "7:58 AM", "7:40 AM"])
+actions = Buttons([filterBtn, newTicketDialog], "row")
+filterBtn = Button("Show high-priority only", null, "secondary")
+newTicketDialog = DialogBlock("Open new ticket", "New Support Ticket", "Fill in the details to create a ticket.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pHigh, pMed, pLow], "Select priority")
+pHigh = SelectItem("high", "High")
+pMed = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+descField = FormControl("Description", descInput)
+descInput = TextArea("description", "Describe the issue, steps to reproduce, affected user...", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r4.txt
new file mode 100644
index 000000000..70bfd2988
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b2-support__r4.txt
@@ -0,0 +1,40 @@
+root = Card([header, alert, kpis, sep, ticketsHeader, ticketsTable, controls])
+header = CardHeader("Support Morning View", "Tuesday, 9:05 AM — team queue overview")
+alert = Alert("SLA watch", "2 tickets are approaching the 4h first-response SLA", "warning")
+kpis = Card([kpiOpen, kpiFrt, kpiSla], "sunk", "row", "l", "stretch", "around")
+kpiOpen = Card([kpiOpenLabel, kpiOpenValue, kpiOpenSub], "card", "column", "xs")
+kpiOpenLabel = TextContent("Open tickets", "small")
+kpiOpenValue = TextContent("23", "large-heavy")
+kpiOpenSub = TextContent("+4 since yesterday", "small")
+kpiFrt = Card([kpiFrtLabel, kpiFrtValue, kpiFrtSub], "card", "column", "xs")
+kpiFrtLabel = TextContent("Avg first-response time", "small")
+kpiFrtValue = TextContent("47 min", "large-heavy")
+kpiFrtSub = TextContent("Target: under 60 min", "small")
+kpiSla = Card([slaBar], "card", "column", "xs")
+slaBar = Progress(86, "Responses within SLA this week")
+sep = Separator()
+ticketsHeader = CardHeader("5 most recent tickets", "Sorted by arrival time")
+ticketsTable = Table([colId, colSubject, colCustomer, colPriority, colAge])
+colId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Checkout fails on mobile", "Refund not received", "API keys not working", "How to export reports?", "Billing address update"])
+colCustomer = Col("Customer", ["Nordica Retail", "Apex Fitness", "Devport Labs", "Lumen Studio", "Cobalt Foods"])
+colPriority = Col("Priority", ["High", "High", "High", "Normal", "Low"])
+colAge = Col("Age", ["12 min", "26 min", "41 min", "58 min", "1h 10m"])
+controls = Buttons([highOnlyBtn, newTicketDialog], "row")
+highOnlyBtn = Button("Show high-priority only", null, "secondary")
+newTicketDialog = DialogBlock("Open new ticket", "Create a new support ticket", "Fill in the details and submit to add it to the queue.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, customerField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Short summary of the issue")
+customerField = FormControl("Customer", customerInput)
+customerInput = Input("customer", "Customer or account name")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [priHigh, priNormal, priLow], "Select priority")
+priHigh = SelectItem("high", "High")
+priNormal = SelectItem("normal", "Normal")
+priLow = SelectItem("low", "Low")
+descField = FormControl("Description", descInput)
+descInput = TextArea("description", "Describe the issue in detail", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..a7dbd3376
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r1.txt
@@ -0,0 +1,50 @@
+root = Card([header, navRow, nextUp, kpiRow, apptHead, apptTable, sep, checkinHead, checkinForm, followUps])
+header = CardHeader("Front Desk — Day View", "Wednesday, April 30 · Downtown Family Clinic · Open 8:00 AM – 5:00 PM")
+navRow = Card([navButtons, jumpDialog], "clear", "row", "m", "center", "between", true)
+navButtons = Buttons([prevDay, todayBtn, nextDay])
+prevDay = Button("← Previous day")
+todayBtn = Button("Today", null, "secondary")
+nextDay = Button("Next day →")
+jumpDialog = DialogBlock("Jump to date…", "Jump to another day", "Pick any date to load that day's schedule.", [jumpCal], "outline")
+jumpCal = CalendarBlock("single")
+nextUp = Alert("Now calling: Tom Okafor", "9:40 AM appointment with Dr. Rivera — please send him to Room 1", "info")
+kpiRow = Card([expectedCard, noShowCard, roomsCard], "clear", "row", "l", "stretch", "start", true)
+expectedCard = Card([expectedLabel, expectedBig, expectedProgress], "sunk", "column", "s")
+expectedLabel = TextContent("Expected today", "small")
+expectedBig = TextContent("14 patients", "large-heavy")
+expectedProgress = Progress(29, "4 of 14 arrived so far")
+noShowCard = Card([noShowLabel, noShowChart], "sunk", "column", "s")
+noShowLabel = TextContent("No-show rate — this month", "small")
+noShowChart = RadialChart(["Attended", "No-show"], [93, 7])
+roomsCard = Card([roomsLabel, freeTags, roomsNote], "sunk", "column", "s")
+roomsLabel = TextContent("Rooms free right now", "small")
+freeTags = TagBlock(["Room 2", "Room 4"])
+roomsNote = TextContent("In use: Room 1 (Dr. Chen until ~10:20) · Room 3 (Dr. Patel until ~10:05)", "small")
+apptHead = Heading("Today's appointments", "h2")
+apptTable = Table([colTime, colPatient, colProvider, colRoom, colStatus])
+colTime = Col("Time", ["8:30 AM", "8:50 AM", "9:15 AM", "9:40 AM", "10:10 AM", "10:45 AM", "11:20 AM", "1:00 PM", "1:30 PM", "2:15 PM", "3:00 PM", "3:40 PM", "4:10 PM", "4:30 PM"])
+colPatient = Col("Patient", ["Elena Marsh", "Marcus Webb", "Priya Nair", "Tom Okafor", "Grace Liu", "Sam Delgado", "Aisha Bello", "Henry Kowalski", "Fiona Byrne", "Jorge Medina", "Karen Sato", "David Osei", "Lucy Zhang", "Omar Haddad"])
+colProvider = Col("Provider", ["Dr. Patel", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen"])
+colRoom = Col("Room", ["Room 2", "Room 1", "Room 3", "Room 1", "Room 4", "Room 2", "Room 3", "Room 1", "Room 4", "Room 2", "Room 3", "Room 1", "Phone", "Room 2"])
+colStatus = Col("Status", ["Checked in", "Checked in", "In exam", "Waiting", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Phone consult", "Confirmed"])
+sep = Separator()
+checkinHead = Heading("Check a patient in", "h2")
+checkinForm = Form("patient-checkin", checkinButtons, [patientField, tasksField])
+patientField = FormControl("Arriving patient", patientSelect, "Only patients not yet checked in are listed")
+patientSelect = Select("patient", [pGrace, pSam, pAisha, pHenry, pWalkin], "Select a patient")
+pGrace = SelectItem("grace-liu", "Grace Liu — 10:10 AM, Dr. Chen")
+pSam = SelectItem("sam-delgado", "Sam Delgado — 10:45 AM, Dr. Patel")
+pAisha = SelectItem("aisha-bello", "Aisha Bello — 11:20 AM, Dr. Rivera")
+pHenry = SelectItem("henry-kowalski", "Henry Kowalski — 1:00 PM, Dr. Chen")
+pWalkin = SelectItem("walk-in", "Walk-in (unscheduled)")
+tasksField = FormControl("Front-desk checklist", tasksCheck)
+tasksCheck = CheckBoxGroup("checklist", [taskIns, taskCopay])
+taskIns = CheckBoxItem("Insurance verified", "Card scanned and eligibility confirmed", "insurance_verified", true)
+taskCopay = CheckBoxItem("Copay collected", "Collect before sending the patient back", "copay_collected")
+checkinButtons = Buttons([checkinBtn, clearBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show tomorrow's appointments")
+fu2 = FollowUpItem("Print today's schedule")
+fu3 = FollowUpItem("Block Room 3 for cleaning")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..530aef9a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r2.txt
@@ -0,0 +1,42 @@
+root = Card([header, expectedInfo, noShow, nextUp, apptHeading, apptTable, roomsHeading, roomsList, checkinHeading, checkinForm, navHeading, dayNav, calendar, followUps], "card", "column", "l")
+header = CardHeader("Front Desk — Day View", "Tuesday, March 4, 2025 · On shift: Dr. Patel, Dr. Lee, Dr. Nguyen")
+expectedInfo = TextCallout("info", "Patients expected today: 10", "2 checked out · 2 in rooms · 1 called · 5 still to arrive")
+noShow = Progress(7.8, "No-show rate this month (March): 7.8% — target under 10%")
+nextUp = Alert("Next patient called", "Maria Gonzalez — 10:30 AM with Dr. Lee, Room 2. Please send her back when she reaches the desk.", "info")
+apptHeading = Heading("Today's appointments", "h3")
+apptTable = Table([colTime, colPatient, colProvider, colRoom, colStatus])
+colTime = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:30 PM", "2:00 PM"])
+colPatient = Col("Patient", ["James Carter", "Aisha Rahman", "Tom Becker", "Linda Park", "Maria Gonzalez", "Sam Okafor", "Emily Chen", "David Kim", "Rosa Diaz", "Ben Wallace"])
+colProvider = Col("Provider", ["Dr. Patel", "Dr. Lee", "Dr. Patel", "Dr. Nguyen", "Dr. Lee", "Dr. Patel", "Dr. Nguyen", "Dr. Lee", "Dr. Patel", "Dr. Nguyen"])
+colRoom = Col("Room", ["Room 1", "Room 3", "Room 1", "Room 3", "Room 2", "Room 1", "Room 4", "Room 2", "Room 4", "Room 1"])
+colStatus = Col("Status", ["Checked out", "Checked out", "In room", "In room", "Called", "Checked in", "Arrived", "Confirmed", "Confirmed", "Confirmed"])
+roomsHeading = Heading("Rooms right now", "h3")
+roomsList = ListBlock([room1, room2, room3, room4])
+room1 = ListItem("Room 1", "Occupied — Tom Becker with Dr. Patel since 9:30 AM")
+room2 = ListItem("Room 2", "Free — cleaned and ready; Maria Gonzalez called and on her way")
+room3 = ListItem("Room 3", "Occupied — Linda Park with Dr. Nguyen since 10:00 AM")
+room4 = ListItem("Room 4", "Free — next appointment 1:30 PM (Rosa Diaz)")
+checkinHeading = Heading("Check a patient in", "h3")
+checkinForm = Form("patient-check-in", checkinButtons, [patientField, verifyField])
+patientField = FormControl("Arriving patient", patientSelect, "Patients with confirmed or arrived appointments today")
+patientSelect = Select("patient", [p1, p2, p3, p4], "Select patient")
+p1 = SelectItem("emily-chen", "Emily Chen — 11:30 AM, Dr. Nguyen")
+p2 = SelectItem("david-kim", "David Kim — 1:00 PM, Dr. Lee")
+p3 = SelectItem("rosa-diaz", "Rosa Diaz — 1:30 PM, Dr. Patel")
+p4 = SelectItem("ben-wallace", "Ben Wallace — 2:00 PM, Dr. Nguyen")
+verifyField = FormControl("Front desk checks", verifyChecks)
+verifyChecks = CheckBoxGroup("checks", [chk1, chk2])
+chk1 = CheckBoxItem("Insurance verified", "Card on file is current", "insurance", true)
+chk2 = CheckBoxItem("Intake form complete", "Signed on the lobby tablet", "intake")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+navHeading = Heading("View another day", "h3")
+dayNav = Buttons([prevBtn, todayBtn, nextBtn])
+prevBtn = Button("← Mon, Mar 3", null, "secondary")
+todayBtn = Button("Today", null, "tertiary")
+nextBtn = Button("Wed, Mar 5 →", null, "secondary")
+calendar = CalendarBlock("single", "2025-03", 1)
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show tomorrow's schedule")
+fu2 = FollowUpItem("List this month's no-shows")
+fu3 = FollowUpItem("Add a walk-in appointment")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..874587dc3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r3.txt
@@ -0,0 +1,38 @@
+root = Card([header, stats, nextPatient, rooms, schedule, tools], "card", "column", "l")
+header = CardHeader("Clinic Front Desk — Day View", "Tuesday, March 12 · Dr. Patel & Dr. Nguyen on duty")
+stats = Card([statKpis], "sunk", "row", "l", "stretch", "between")
+statKpis = Table([kpiLabel, kpiValue, kpiNote])
+kpiLabel = Col("Metric", ["Patients expected today", "Checked in so far", "No-show rate this month", "Rooms free now"])
+kpiValue = Col("Value", [14, 5, "8.2%", 3], "string")
+kpiNote = Col("Detail", ["12 remaining", "On pace with average", "Down from 11.4% last month", "Rooms 2, 4, 5"], "string")
+nextPatient = Card([nextTitle, nextCallout], "card", "column", "s")
+nextTitle = Heading("Now Calling", "h3")
+nextCallout = Callout("info", "Sarah Martinez — 10:15 AM", "Send to Room 3 · Annual physical with Dr. Patel. Insurance verified, forms complete.")
+rooms = Card([roomsTitle, roomChips], "sunk", "column", "s")
+roomsTitle = Heading("Room Status", "h3")
+roomChips = TagBlock(["Room 1 — Occupied (J. Chen)", "Room 2 — FREE", "Room 3 — Reserved (next patient)", "Room 4 — FREE", "Room 5 — FREE", "Room 6 — Cleaning"])
+schedule = Card([schedTitle, schedTable], "card", "column", "s")
+schedTitle = Heading("Today's Appointments", "h3")
+schedTable = Table([colTime, colPatient, colType, colDoctor, colStatus])
+colTime = Col("Time", ["9:00 AM", "9:30 AM", "10:15 AM", "10:45 AM", "11:30 AM", "12:15 PM", "1:00 PM", "1:45 PM", "2:30 PM", "3:15 PM", "4:00 PM", "4:30 PM", "5:00 PM", "5:30 PM"])
+colPatient = Col("Patient", ["James Chen", "Aisha Khan", "Sarah Martinez", "Tom Okafor", "Linda Brooks", "David Ruiz", "Emma Walsh", "Noah Kim", "Priya Sharma", "Mark Hale", "Grace Lin", "Omar Farouk", "Julia Reed", "Ben Torres"])
+colType = Col("Visit Type", ["Follow-up", "New patient", "Annual physical", "Lab review", "Vaccination", "Consultation", "Follow-up", "New patient", "Lab review", "Follow-up", "Vaccination", "Consultation", "Annual physical", "Follow-up"])
+colDoctor = Col("Doctor", ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel"])
+colStatus = Col("Status", ["Checked in", "Checked in", "Called", "Checked in", "Checked in", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+tools = Card([checkinTitle, checkinForm, dayNav], "sunk", "column", "m")
+checkinTitle = Heading("Check In a Patient", "h3")
+checkinForm = Form("patient-checkin", checkinButtons, [nameField, apptField])
+nameField = FormControl("Patient name", nameInput)
+nameInput = Input("patient_name", "e.g. David Ruiz")
+apptField = FormControl("Appointment time", apptSelect, "Select the scheduled slot")
+apptSelect = Select("appt_time", [slot1, slot2, slot3, slot4], "Choose a time")
+slot1 = SelectItem("12:15", "12:15 PM — David Ruiz")
+slot2 = SelectItem("13:00", "1:00 PM — Emma Walsh")
+slot3 = SelectItem("13:45", "1:45 PM — Noah Kim")
+slot4 = SelectItem("walkin", "Walk-in (no appointment)")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check In Patient", null, "primary")
+dayNav = Buttons([prevBtn, todayBtn, nextBtn])
+prevBtn = Button("← Previous Day", null, "secondary")
+todayBtn = Button("Today", null, "tertiary")
+nextBtn = Button("Next Day →", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..8f209796e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-clinic__r4.txt
@@ -0,0 +1,52 @@
+root = Card([header, kpiRow, nextPatientCallout, apptHeader, apptTable, roomsHeader, roomsTags, checkinForm, navButtons, followUps])
+header = CardHeader("Front Desk — Day View", "Tuesday, March 12 · 9:42 AM")
+kpiRow = Card([kpi1, kpi2, kpi3], "sunk", "row", "l", "stretch", "between")
+kpi1 = Card([kpi1T, kpi1V], "card", "column", "xs")
+kpi1T = TextContent("Expected today", "small")
+kpi1V = TextContent("18 patients", "large-heavy")
+kpi2 = Card([kpi2T, kpi2V], "card", "column", "xs")
+kpi2T = TextContent("Checked in so far", "small")
+kpi2V = TextContent("9 of 18", "large-heavy")
+kpi3 = Card([kpi3T, kpi3V, kpi3P], "card", "column", "xs")
+kpi3T = TextContent("No-show rate (March)", "small")
+kpi3V = TextContent("7.4%", "large-heavy")
+kpi3P = Progress(7.4, "Target: under 10%")
+nextPatientCallout = Callout("info", "Now calling: Maria Gonzalez", "Room 2 · Dr. Patel · 10:00 AM appointment — please direct her to Room 2")
+apptHeader = CardHeader("Today's Appointments", "All times in 15-minute slots")
+apptTable = Table([colTime, colPatient, colDoctor, colRoom, colStatus])
+colTime = Col("Time", ["9:00 AM", "9:15 AM", "9:30 AM", "9:45 AM", "10:00 AM", "10:15 AM", "10:30 AM", "10:45 AM"])
+colPatient = Col("Patient", ["James Okafor", "Linda Chen", "Robert Hayes", "Amara Diallo", "Maria Gonzalez", "Tom Becker", "Priya Nair", "Sam Whitfield"])
+colDoctor = Col("Doctor", ["Dr. Patel", "Dr. Rivera", "Dr. Patel", "Dr. Kim", "Dr. Patel", "Dr. Rivera", "Dr. Kim", "Dr. Patel"])
+colRoom = Col("Room", ["Room 1", "Room 3", "Room 2", "Room 4", "Room 2", "Room 1", "Room 3", "Room 2"])
+colStatus = Col("Status", ["Checked in", "Checked in", "In visit", "Checked in", "Called", "Waiting", "Upcoming", "Upcoming"])
+roomsHeader = CardHeader("Room Status", "Live availability")
+roomsTags = TagBlock(["Room 1 — Occupied", "Room 2 — Free", "Room 3 — Occupied", "Room 4 — Free", "Room 5 — Free", "Lab — Occupied"])
+checkinForm = Form("patient-checkin", checkinButtons, [ciName, ciTime, ciDoctor, ciRoom])
+ciName = FormControl("Patient name", ciNameInput)
+ciNameInput = Input("patient_name", "e.g. Jane Doe")
+ciTime = FormControl("Appointment time", ciTimeSelect)
+ciTimeSelect = Select("appt_time", [t1015, t1030, t1045, t1100], "Select time slot")
+t1015 = SelectItem("10:15", "10:15 AM")
+t1030 = SelectItem("10:30", "10:30 AM")
+t1045 = SelectItem("10:45", "10:45 AM")
+t1100 = SelectItem("11:00", "11:00 AM")
+ciDoctor = FormControl("Doctor", ciDoctorSelect)
+ciDoctorSelect = Select("doctor", [dPatel, dRivera, dKim], "Select doctor")
+dPatel = SelectItem("patel", "Dr. Patel")
+dRivera = SelectItem("rivera", "Dr. Rivera")
+dKim = SelectItem("kim", "Dr. Kim")
+ciRoom = FormControl("Assign room", ciRoomSelect)
+ciRoomSelect = Select("room", [r2, r4, r5], "Free rooms only")
+r2 = SelectItem("room2", "Room 2")
+r4 = SelectItem("room4", "Room 4")
+r5 = SelectItem("room5", "Room 5")
+checkinButtons = Buttons([checkinBtn, clearBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+navButtons = Buttons([prevDay, todayBtn, nextDay])
+prevDay = Button("← Previous day", null, "secondary")
+todayBtn = Button("Today", null, "primary")
+nextDay = Button("Next day →", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show tomorrow's schedule")
+fu2 = FollowUpItem("List this month's no-shows")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r1.txt
new file mode 100644
index 000000000..d90e7f0cd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r1.txt
@@ -0,0 +1,53 @@
+root = Card([header, alert, topArticle, readershipChart, draftsHeader, categoryFilter, draftsTable, publishedHeader, publishedTable, commentsHeader, commentsList, actions, scheduleSection])
+header = CardHeader("Content Studio", "Editorial dashboard — drafts, publishing, and audience at a glance")
+alert = Alert("3 comments awaiting reply", "Reader engagement is up — respond to keep the momentum going.", "info")
+topArticle = Callout("success", "Most-read this month: \"The Quiet Rise of Local Newsletters\"", "42,318 reads · 6 min avg. read time · 312 shares")
+readershipChart = AreaChart(["Oct 8", "Oct 13", "Oct 18", "Oct 23", "Oct 28", "Nov 2", "Nov 6"], [readers, subscribers], "natural", "Date", "Readers")
+readers = Series("Readers", [8200, 9400, 7800, 11200, 10600, 13100, 12400])
+subscribers = Series("Newsletter subscribers", [3100, 3400, 3300, 4100, 4400, 4900, 5200])
+draftsHeader = Heading("Drafts in progress", "h2")
+categoryFilter = Form("category-filter", filterButtons, [catField])
+catField = FormControl("Narrow by category", catSelect)
+catSelect = Select("category", [catAll, catTech, catCulture, catPolitics, catBusiness], "All categories", null, "all")
+catAll = SelectItem("all", "All categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catPolitics = SelectItem("politics", "Politics")
+catBusiness = SelectItem("business", "Business")
+filterButtons = Buttons([filterBtn], "row")
+filterBtn = Button("Apply filter", null, "secondary", "normal", "small")
+draftsTable = Table([dTitle, dCategory, dStatus, dUpdated])
+dTitle = Col("Draft", ["AI in the Newsroom", "City Bikes, Reconsidered", "The Rent Report", "Farm-to-Table Myths", "Election Night Playbook"])
+dCategory = Col("Category", ["Technology", "Culture", "Business", "Culture", "Politics"])
+dStatus = Col("Status", ["In review", "Draft", "Ready to publish", "Draft", "Fact-check"])
+dUpdated = Col("Last edited", ["Today, 9:41 AM", "Yesterday", "Today, 8:15 AM", "Nov 3", "Nov 5"])
+publishedHeader = Heading("Published this week", "h2")
+publishedTable = Table([pTitle, pCategory, pDate, pReads])
+pTitle = Col("Piece", ["The Quiet Rise of Local Newsletters", "What the Rate Cut Means for Renters", "A Weekend Guide to the River District", "Inside the Mayor's Budget"])
+pCategory = Col("Category", ["Business", "Business", "Culture", "Politics"])
+pDate = Col("Published", ["Nov 4", "Nov 5", "Nov 6", "Nov 7"])
+pReads = Col("Reads", [42318, 18902, 12477, 9310], "number")
+commentsHeader = Heading("Comments awaiting reply", "h2")
+commentsList = ListBlock([c1, c2, c3])
+c1 = ListItem("Maya R. on \"The Quiet Rise of Local Newsletters\"", "\"Do you have data on subscriber churn for these?\" — posted 2h ago", null, "Reply")
+c2 = ListItem("Tom H. on \"What the Rate Cut Means for Renters\"", "\"This ignores fixed-rate leases entirely.\" — posted 5h ago", null, "Reply")
+c3 = ListItem("Priya S. on \"Inside the Mayor's Budget\"", "\"Can you break down the transit line item?\" — posted yesterday", null, "Reply")
+actions = Buttons([newDraftBtn, viewAllBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+viewAllBtn = Button("View all pieces", null, "tertiary")
+scheduleSection = SectionBlock([schedItem], true)
+schedItem = SectionItem("schedule", "Schedule a piece", [schedForm])
+schedForm = Form("schedule-piece", schedButtons, [schedTitleField, schedDateField, schedCatField])
+schedTitleField = FormControl("Piece title", schedTitleInput)
+schedTitleInput = Input("title", "e.g. Winter Transit Outlook", "text", ["required"])
+schedDateField = FormControl("Publish date", schedDatePicker, "Piece goes live at 6:00 AM on this date")
+schedDatePicker = DatePicker("publish_date", "single", ["required"])
+schedCatField = FormControl("Category", schedCatSelect)
+schedCatSelect = Select("sched_category", [sTech, sCulture, sPolitics, sBusiness], "Choose a category")
+sTech = SelectItem("tech", "Technology")
+sCulture = SelectItem("culture", "Culture")
+sPolitics = SelectItem("politics", "Politics")
+sBusiness = SelectItem("business", "Business")
+schedButtons = Buttons([schedSubmit, schedCancel])
+schedSubmit = Button("Schedule piece", null, "primary")
+schedCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r2.txt
new file mode 100644
index 000000000..4ab9a89a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r2.txt
@@ -0,0 +1,41 @@
+root = Card([header, topRow, trendChart, middleRow, commentsSection, actions], "card", "column", "l")
+header = CardHeader("Content Studio", "Editorial dashboard for your publication")
+topRow = Card([mostReadCard, publishedCard, draftsCard], "sunk", "row", "m")
+mostReadCard = Card([mostReadHeader, mostReadTitle, mostReadStats], "card", "column", "s")
+mostReadHeader = Badge("Most-read this month", "secondary")
+mostReadTitle = TextContent("\"The Quiet Rise of Local News Co-ops\"", "small-heavy")
+mostReadStats = TextContent("48,230 reads · 6:12 avg. read time · by A. Rivera", "small")
+publishedCard = Card([pubHeader, pubList], "card", "column", "s")
+pubHeader = Badge("Published this week", "secondary")
+pubList = ListBlock([pub1, pub2, pub3])
+pub1 = ListItem("AI Tools in the Newsroom", "Mon · Tech")
+pub2 = ListItem("City Budget Explained", "Wed · Politics")
+pub3 = ListItem("Farmers Market Guide", "Fri · Lifestyle")
+draftsCard = Card([draftsHeader, draftsTable], "card", "column", "s")
+draftsHeader = Badge("Drafts in progress", "secondary")
+draftsTable = Table([draftCol, statusCol])
+draftCol = Col("Draft", ["Housing Report 2025", "Interview: Mayor Chen", "Op-Ed: Transit", "Recipe Series Pt. 2"])
+statusCol = Col("Status", ["In review", "Editing", "First draft", "Awaiting photos"])
+trendChart = AreaChart(["Day 1", "Day 5", "Day 9", "Day 13", "Day 17", "Day 21", "Day 25", "Day 30"], [readersSeries], "natural", "Past 30 days", "Daily readers")
+readersSeries = Series("Readers", [8200, 9100, 8750, 10400, 11200, 9800, 12600, 13400])
+middleRow = Card([categorySection, scheduleSection], "sunk", "row", "m")
+categorySection = Card([catHeader, catTags], "card", "column", "s")
+catHeader = TextContent("Narrow by category", "small-heavy")
+catTags = TagBlock(["All", "Tech", "Politics", "Culture", "Lifestyle", "Opinion", "Sports"])
+scheduleSection = Card([schedHeader, schedForm], "card", "column", "s")
+schedHeader = TextContent("Schedule a piece", "small-heavy")
+schedForm = Form("schedule-piece", schedButtons, [titleField, dateField])
+titleField = FormControl("Title", titleInput)
+titleInput = Input("title", "Working title of the piece")
+dateField = FormControl("Publish date", dateInput)
+dateInput = DatePicker("publish_date", "single")
+schedButtons = Buttons([schedBtn])
+schedBtn = Button("Schedule", null, "primary")
+commentsSection = Card([commentsHeader, commentsList], "card", "column", "s")
+commentsHeader = TextContent("Comments awaiting reply", "small-heavy")
+commentsList = ListBlock([com1, com2, com3])
+com1 = ListItem("Sarah M. on \"AI Tools in the Newsroom\"", "\"Great piece — any follow-up on ethics guidelines?\"", null, "Reply")
+com2 = ListItem("D. Okafor on \"City Budget Explained\"", "\"Where does the transit funding line come from?\"", null, "Reply")
+com3 = ListItem("Reader42 on \"Farmers Market Guide\"", "\"You missed the Saturday market on 5th!\"", null, "Reply")
+actions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start new draft", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r3.txt
new file mode 100644
index 000000000..b3768b22c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r3.txt
@@ -0,0 +1,61 @@
+root = Card([header, kpis, sep1, draftsHeader, draftsTable, sep2, spotlight, trend, sep3, tools, sep4, commentsHeader, commentsList, actions])
+header = CardHeader("Content Studio", "Editorial dashboard — Tuesday, Week 42")
+kpis = TagBlock(["8 drafts in progress", "5 published this week", "142 comments awaiting reply"])
+sep1 = Separator()
+draftsHeader = Heading("Drafts", "h3")
+draftsTable = Table([dTitle, dCategory, dStatus, dUpdated])
+dTitle = Col("Draft", ["The Quiet Rise of Local Newsletters", "AI in the Newsroom: Field Notes", "A Guide to Urban Beekeeping", "Exit Interviews: What Editors Miss", "The Archive Problem", "Weekend Long Read: Coastal Towns", "Interview: A Photojournalist's Year", "Style Guide Refresh 2025"])
+dCategory = Col("Category", ["Media", "Technology", "Lifestyle", "Opinion", "Media", "Features", "Culture", "Internal"])
+dStatus = Col("Status", ["In review", "Drafting", "Ready to publish", "Drafting", "Needs edits", "In review", "Awaiting photos", "Drafting"])
+dUpdated = Col("Last edited", ["2h ago", "Yesterday", "3 days ago", "1h ago", "5 days ago", "Yesterday", "4h ago", "1 week ago"])
+sep2 = Separator()
+spotlight = Card([spotlightText], "sunk")
+spotlightText = TextContent("**Most-read this month:** *The Hidden Cost of Free News* — 48,213 reads, avg. 6m 12s read time, 312 shares.", "default")
+trend = LineChart(["Sep 15", "Sep 20", "Sep 25", "Sep 30", "Oct 5", "Oct 10", "Oct 14"], [readsSeries], "natural", "Date", "Daily readers")
+readsSeries = Series("Readers", [8200, 9400, 7800, 11300, 10100, 12600, 11900])
+sep3 = Separator()
+tools = Tabs([filterTab, scheduleTab])
+filterTab = TabItem("filter", "Narrow by category", [filterForm])
+filterForm = Form("category-filter", filterButtons, [catField, statusField])
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [catAll, catMedia, catTech, catLife, catOpinion, catFeatures, catCulture], "All categories")
+catAll = SelectItem("all", "All categories")
+catMedia = SelectItem("media", "Media")
+catTech = SelectItem("tech", "Technology")
+catLife = SelectItem("lifestyle", "Lifestyle")
+catOpinion = SelectItem("opinion", "Opinion")
+catFeatures = SelectItem("features", "Features")
+catCulture = SelectItem("culture", "Culture")
+statusField = FormControl("Status", statusRadio)
+statusRadio = RadioGroup("status", [stAny, stDraft, stReview, stReady], "any")
+stAny = RadioItem("Any", "All statuses", "any")
+stDraft = RadioItem("Drafting", "Still being written", "drafting")
+stReview = RadioItem("In review", "With an editor", "review")
+stReady = RadioItem("Ready", "Ready to publish", "ready")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply filter", null, "primary")
+scheduleTab = TabItem("schedule", "Schedule a piece", [scheduleForm])
+scheduleForm = Form("schedule-piece", scheduleButtons, [schedTitle, schedDate, schedCat])
+schedTitle = FormControl("Piece title", schedTitleInput)
+schedTitleInput = Input("title", "e.g. The Future of Weekend Editions")
+schedDate = FormControl("Publish date", schedDatePicker, "Piece goes live at 6:00 AM on this date")
+schedDatePicker = DatePicker("publish_date", "single")
+schedCat = FormControl("Category", schedCatSelect)
+schedCatSelect = Select("sched_category", [schedCatMedia, schedCatTech, schedCatLife, schedCatOpinion], "Choose a category")
+schedCatMedia = SelectItem("media", "Media")
+schedCatTech = SelectItem("tech", "Technology")
+schedCatLife = SelectItem("lifestyle", "Lifestyle")
+schedCatOpinion = SelectItem("opinion", "Opinion")
+scheduleButtons = Buttons([schedSubmit, schedClear])
+schedSubmit = Button("Schedule piece", null, "primary")
+schedClear = Button("Clear", null, "tertiary")
+sep4 = Separator()
+commentsHeader = Heading("Comments awaiting reply (142)", "h3")
+commentsList = ListBlock([c1, c2, c3, c4])
+c1 = ListItem("Marta K. on *The Hidden Cost of Free News*", "“How was the funding data collected? Sample size seems small.” — 35 min ago", null, "Reply")
+c2 = ListItem("Devon R. on *AI in the Newsroom*", "“Would love a follow-up on fact-checking tools.” — 2h ago", null, "Reply")
+c3 = ListItem("Priya S. on *Urban Beekeeping*", "“Any recommended starter kits for balconies?” — 5h ago", null, "Reply")
+c4 = ListItem("Tom W. on *Exit Interviews*", "“This mirrors my experience exactly.” — Yesterday", null, "Reply")
+actions = Buttons([newDraftBtn, viewAllBtn])
+newDraftBtn = Button("+ Start new draft", ["Start a new draft"], "primary")
+viewAllBtn = Button("View all 142 comments", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r4.txt
new file mode 100644
index 000000000..e362b39ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-content__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, categoryFilter, topRow, readership, scheduleForm, commentsSection, actions])
+header = CardHeader("Content Studio", "Editorial dashboard — week of May 12")
+categoryFilter = Card([filterTitle, filterRow], "sunk", "column", "s")
+filterTitle = Heading("Narrow by category", "h3")
+filterRow = Select("category", [catAll, catTech, catCulture, catBusiness, catOpinion], "All categories", null, "all", "medium")
+catAll = SelectItem("all", "All categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catBusiness = SelectItem("business", "Business")
+catOpinion = SelectItem("opinion", "Opinion")
+topRow = Card([draftsCol, publishedCol, mostReadCol], "clear", "row", "l", "start", "start", true)
+draftsCol = Card([draftsHeader, draftsTable], "card", "column", "s")
+draftsHeader = Heading("Drafts in progress", "h3")
+draftsTable = Table([draftTitle, draftStatus])
+draftTitle = Col("Draft", ["The Quiet Rise of Local Models", "A Field Guide to Slow Media", "Why Newsletters Won", "Inside the Archive Boom"])
+draftStatus = Col("Status", ["In review", "Editing", "Drafting", "Ready to publish"])
+publishedCol = Card([pubHeader, pubList], "card", "column", "s")
+pubHeader = Heading("Published this week", "h3")
+pubList = ListBlock([pub1, pub2, pub3])
+pub1 = ListItem("The City That Reads Together", "Culture — Mon, 4.2k reads")
+pub2 = ListItem("Small Tools, Big Workflows", "Technology — Wed, 6.8k reads")
+pub3 = ListItem("Notes on a Vanishing Beat", "Opinion — Fri, 3.1k reads")
+mostReadCol = Card([mostReadHeader, mostReadCallout, mostReadStats], "card", "column", "s")
+mostReadHeader = Heading("Most-read this month", "h3")
+mostReadCallout = Callout("success", "The Long Life of Print", "42,700 reads in May — 18% above the monthly average")
+mostReadStats = TagBlock(["42.7k reads", "6 min avg read", "312 shares"])
+readership = Card([readershipHeader, readershipChart], "card", "column", "s")
+readershipHeader = Heading("Readership — past 30 days", "h3")
+readershipChart = LineChart(readershipLabels, [readershipSeries], "natural", "Day", "Daily readers")
+readershipLabels = ["Apr 14", "Apr 18", "Apr 22", "Apr 26", "Apr 30", "May 4", "May 8", "May 12"]
+readershipSeries = Series("Daily readers", [8200, 9100, 8700, 10400, 11200, 9800, 12100, 13500])
+scheduleForm = Card([scheduleHeader, schedule], "card", "column", "s")
+scheduleHeader = Heading("Schedule a piece", "h3")
+schedule = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Working title of the piece")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleSubmit, scheduleCancel])
+scheduleSubmit = Button("Schedule", null, "primary")
+scheduleCancel = Button("Clear", null, "secondary")
+commentsSection = Card([commentsHeader, commentsList], "card", "column", "s")
+commentsHeader = Heading("Comments awaiting reply", "h3")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("Maya R. on \"Small Tools, Big Workflows\"", "\"Would love a follow-up on automation setups.\"", null, "Reply")
+comment2 = ListItem("Daniel K. on \"The City That Reads Together\"", "\"Any plans to cover the library's new hours?\"", null, "Reply")
+comment3 = ListItem("Priya S. on \"Notes on a Vanishing Beat\"", "\"This resonated — thank you for writing it.\"", null, "Reply")
+actions = Card([newDraftBtn], "clear", "row", "s")
+newDraftBtn = Button("+ Start a new draft", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..51132bda2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, badges, alert, kpiTable, stageSteps, activity, contactsTable, followUps, noteForm, callForm])
+header = CardHeader("Acme Corp — Account", "Owner: Sarah Chen (Senior Account Executive)")
+badges = TagBlock(["Enterprise", "Healthcare", "Strategic"])
+alert = Alert("Renewal approaching", "Contract renews on 2025-07-15 — only 24 days away. Start renewal talks now.", "warning")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total Deal Value", "Open Deals", "Renewal Date", "Last Touch"])
+kpiValue = Col("Value", ["$482,000", "3", "2025-07-15", "2 days ago"])
+stageSteps = Steps([st1, st2, st3, st4, st5])
+st1 = StepsItem("Discovery", "Completed — Jan 12")
+st2 = StepsItem("Qualification", "Completed — Feb 3")
+st3 = StepsItem("Proposal", "Completed — Mar 20")
+st4 = StepsItem("Negotiation", "CURRENT STAGE — pricing terms under review")
+st5 = StepsItem("Closed Won", "Pending")
+activity = ListBlock([act1, act2, act3, act4])
+act1 = ListItem("Email sent to Dana Ruiz", "Proposal follow-up with revised pricing — Jun 18, 10:42 AM")
+act2 = ListItem("Call with Tom Alvarez", "30 min — discussed security requirements — Jun 16, 2:00 PM")
+act3 = ListItem("Meeting: Legal review", "Contract redlines received from Acme legal — Jun 11, 11:00 AM")
+act4 = ListItem("Note added", "Champion confirmed budget approval in progress — Jun 9, 4:15 PM")
+contactsTable = Table([cName, cRole, cEmail])
+cName = Col("Contact", ["Dana Ruiz", "Tom Alvarez", "Priya Nair"])
+cRole = Col("Role", ["VP of Operations (Decision Maker)", "IT Director (Technical Buyer)", "Procurement Lead"])
+cEmail = Col("Email", ["dana.ruiz@acme.com", "tom.alvarez@acme.com", "priya.nair@acme.com"])
+followUps = Table([fTask, fDue, fOwner])
+fTask = Col("Follow-up", ["Send revised MSA to legal", "Schedule exec sponsor intro", "Confirm security questionnaire answers", "Share renewal pricing options"])
+fDue = Col("Due Date", ["2025-06-23", "2025-06-25", "2025-06-27", "2025-07-01"])
+fOwner = Col("Owner", ["Sarah Chen", "Sarah Chen", "Tom Alvarez", "Sarah Chen"])
+noteForm = Form("add-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput, "Saved to the account timeline")
+noteInput = TextArea("note", "Type a quick note about this account...", 3)
+noteButtons = Buttons([noteSubmit])
+noteSubmit = Button("Save note", null, "primary")
+callForm = Form("log-call", callButtons, [callOutcome, callSummary, callDuration])
+callOutcome = FormControl("Call outcome", callOutcomeSelect)
+callOutcomeSelect = Select("outcome", [co1, co2, co3, co4], "Select outcome")
+co1 = SelectItem("connected", "Connected — good conversation")
+co2 = SelectItem("voicemail", "Left voicemail")
+co3 = SelectItem("no-answer", "No answer")
+co4 = SelectItem("follow-up-booked", "Follow-up meeting booked")
+callSummary = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("summary", "What was discussed on the call...", 2)
+callDuration = FormControl("Duration (minutes)", callDurationInput)
+callDurationInput = Input("duration", "15", "number")
+callButtons = Buttons([callSubmit])
+callSubmit = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..e9bd1b054
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r2.txt
@@ -0,0 +1,42 @@
+root = Card([header, kpiCard, stageCallout, activitySection, contactsTable, followupsTable, renewalCallout, noteForm, actions])
+header = CardHeader("Acme Corporation", "Owner: Sarah Chen · Enterprise Account")
+kpiCard = Card([kpiValue, kpiStage], "sunk", "row", "l", "center", "between")
+kpiValue = TextContent("**Total Deal Value: $482,000 ARR**", "large")
+kpiStage = Badge("Stage: Negotiation", "default")
+stageCallout = TextCallout("info", "Current Deal Stage", "Negotiation — proposal sent 4 days ago, awaiting legal review on pricing terms.")
+activitySection = SectionBlock([activityItem], false)
+activityItem = SectionItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([act1, act2, act3, act4])
+act1 = ListItem("Proposal sent to legal team", "Apr 18, 2025 · Sarah Chen")
+act2 = ListItem("Pricing call with CFO", "Apr 15, 2025 · 45 min · Positive on multi-year")
+act3 = ListItem("Security questionnaire completed", "Apr 10, 2025 · Submitted by IT lead")
+act4 = ListItem("Demo for ops team", "Apr 3, 2025 · 12 attendees")
+contactsTable = Table([cName, cRole, cEmail])
+cName = Col("Contact", ["Maria Lopez", "James Park", "Priya Nair"])
+cRole = Col("Role", ["CFO · Decision Maker", "VP Operations · Champion", "IT Director · Technical Buyer"])
+cEmail = Col("Email", ["m.lopez@acme.com", "j.park@acme.com", "p.nair@acme.com"])
+followupsTable = Table([fTask, fDue, fOwner])
+fTask = Col("Open Follow-up", ["Send redlined contract", "Schedule exec QBR", "Confirm integration timeline"])
+fDue = Col("Due Date", ["Apr 21, 2025", "Apr 25, 2025", "May 2, 2025"])
+fOwner = Col("Owner", ["Sarah Chen", "Sarah Chen", "Solutions Eng."])
+renewalCallout = Callout("warning", "Renewal Coming Up", "Contract renews June 15, 2025 — 55 days away. Start renewal conversation now to avoid auto-renewal at current pricing.")
+noteForm = Form("jot-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput)
+noteInput = TextArea("note", "Quick note about the account...", 3)
+noteButtons = Buttons([noteSubmit])
+noteSubmit = Button("Save note", null, "primary")
+actions = Card([callHeader, callForm], "card", "column", "m")
+callHeader = Heading("Log a Call", "h3")
+callForm = Form("log-call", callButtons, [callSummary, callOutcome, callDate])
+callSummary = FormControl("Summary", callSummaryInput)
+callSummaryInput = TextArea("summary", "What was discussed?", 3)
+callOutcome = FormControl("Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("outcome", [ocPositive, ocNeutral, ocNegative], "Select outcome")
+ocPositive = SelectItem("positive", "Positive")
+ocNeutral = SelectItem("neutral", "Neutral")
+ocNegative = SelectItem("negative", "Negative")
+callDate = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callButtons = Buttons([callSubmit, callCancel])
+callSubmit = Button("Log call", null, "primary")
+callCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..489191d6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r3.txt
@@ -0,0 +1,52 @@
+root = Card([header, badges, stageCallout, dealValue, renewalAlert, sep1, activityHeader, activityList, sep2, contactsHeader, contactsTable, sep3, followupsHeader, followupsTable, sep4, noteForm, callForm])
+header = CardHeader("Acme Corporation", "Account owner: Sarah Chen · Enterprise Sales")
+badges = TagBlock(["Enterprise", "Healthcare", "Customer since 2021"])
+stageCallout = Callout("info", "Current Stage: Negotiation", "Deal is in final contract review. Legal approved on May 12. Next step: signature.")
+dealValue = Table([dvName, dvValue])
+dvName = Col("Metric", ["Total deal value", "Weighted pipeline", "Products", "Contract term"])
+dvValue = Col("Value", ["$485,000", "$339,500 (70%)", "Platform + Analytics + Support", "36 months"])
+renewalAlert = Alert("Renewal approaching", "Contract renews on June 15, 2025 — only 19 days away. Start the renewal conversation now.", "warning")
+sep1 = Separator()
+activityHeader = Heading("Recent Activity", "h3")
+activityList = ListBlock([act1, act2, act3, act4, act5])
+act1 = ListItem("Pricing proposal sent", "May 20 · Sent v3 proposal with multi-year discount to procurement", null, null)
+act2 = ListItem("Executive review call", "May 16 · Met with CTO and VP of Ops; discussed security requirements", null, null)
+act3 = ListItem("Legal redlines received", "May 12 · Contract returned with 4 clauses flagged", null, null)
+act4 = ListItem("Product demo delivered", "May 6 · Analytics module demo for the data team", null, null)
+act5 = ListItem("Discovery call completed", "Apr 28 · Initial needs assessment with 6 stakeholders", null, null)
+sep2 = Separator()
+contactsHeader = Heading("Contacts", "h3")
+contactsTable = Table([cName, cRole, cEmail])
+cName = Col("Name", ["Marcus Webb", "Priya Nair", "Daniel Ortiz", "Lisa Chang"])
+cRole = Col("Role", ["CTO — Decision maker", "VP of Operations — Champion", "Procurement Lead", "Data Team Manager — End user"])
+cEmail = Col("Email", ["m.webb@acme.com", "p.nair@acme.com", "d.ortiz@acme.com", "l.chang@acme.com"])
+sep3 = Separator()
+followupsHeader = Heading("Open Follow-Ups", "h3")
+followupsTable = Table([fTask, fDue, fStatus])
+fTask = Col("Task", ["Send revised MSA to legal", "Schedule security review with IT", "Confirm signing authority with CFO", "Share onboarding timeline"])
+fDue = Col("Due date", ["May 24, 2025", "May 27, 2025", "May 30, 2025", "Jun 3, 2025"])
+fStatus = Col("Status", ["In progress", "Not started", "Blocked — waiting on intro", "Not started"])
+sep4 = Separator()
+noteForm = Form("add-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput, "Notes are saved to the account timeline")
+noteInput = TextArea("note", "e.g. Spoke with Marcus — they want SSO in phase 1…", 3)
+noteButtons = Buttons([noteSave])
+noteSave = Button("Save note", null, "primary")
+callForm = Form("log-call", callButtons, [callWith, callDate, callOutcome, callSummary])
+callWith = FormControl("Called", callWithSelect)
+callWithSelect = Select("contact", [cw1, cw2, cw3, cw4], "Select a contact")
+cw1 = SelectItem("marcus", "Marcus Webb")
+cw2 = SelectItem("priya", "Priya Nair")
+cw3 = SelectItem("daniel", "Daniel Ortiz")
+cw4 = SelectItem("lisa", "Lisa Chang")
+callDate = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callOutcome = FormControl("Outcome", callOutcomeRadio)
+callOutcomeRadio = RadioGroup("outcome", [co1, co2, co3])
+co1 = RadioItem("Connected", "Had a live conversation", "connected")
+co2 = RadioItem("Voicemail", "Left a voicemail", "voicemail")
+co3 = RadioItem("No answer", "No one picked up", "no_answer")
+callSummary = FormControl("Summary", callSummaryInput)
+callSummaryInput = TextArea("call_summary", "Key points from the call…", 2)
+callButtons = Buttons([callLog])
+callLog = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..f6cf1c3a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-crm__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, badges, kpis, stage, renewalAlert, activityHeader, activity, contactsHeader, contacts, followupsHeader, followups, noteHeader, noteForm, callHeader, callForm])
+header = CardHeader("Acme Corporation", "Account Owner: Sarah Mitchell · Enterprise Sales")
+badges = TagBlock(["Enterprise", "Strategic", "West Region"])
+kpis = Table([kpiLabel, kpiValue])
+kpiLabel = Col("Metric", ["Total Deal Value", "Open Deals", "Renewal Date", "Days to Renewal"])
+kpiValue = Col("Value", ["$482,000", "3", "2025-07-15", "18"])
+stage = Progress(75, "Current Stage: Negotiation (3 of 4)")
+renewalAlert = Alert("Renewal approaching", "Contract renews on 2025-07-15 — only 18 days away. Schedule a renewal review this week.", "warning")
+activityHeader = Heading("Recent Activity", "h3")
+activity = ListBlock([act1, act2, act3, act4], "number")
+act1 = ListItem("Pricing proposal sent", "Today, 9:42 AM — Sent revised quote to procurement")
+act2 = ListItem("Demo call completed", "Yesterday — Walked through analytics module with IT team")
+act3 = ListItem("Contract redlines received", "Jun 20 — Legal flagged liability clause")
+act4 = ListItem("Discovery call", "Jun 12 — Identified expansion need in EMEA")
+contactsHeader = Heading("Contacts", "h3")
+contacts = Table([cName, cRole, cEmail])
+cName = Col("Name", ["Dana Ruiz", "Tom Okafor", "Priya Nair"])
+cRole = Col("Role", ["VP of Operations (Decision Maker)", "IT Director (Technical Evaluator)", "Procurement Lead (Commercial)"])
+cEmail = Col("Email", ["dana.ruiz@acme.com", "tom.okafor@acme.com", "priya.nair@acme.com"])
+followupsHeader = Heading("Open Follow-ups", "h3")
+followups = Table([fTask, fDue, fOwner])
+fTask = Col("Task", ["Send revised liability clause", "Schedule renewal review", "Confirm EMEA expansion scope"])
+fDue = Col("Due Date", ["2025-06-28", "2025-07-01", "2025-07-05"])
+fOwner = Col("Owner", ["Sarah Mitchell", "Sarah Mitchell", "Legal Team"])
+noteHeader = Heading("Jot a Note", "h3")
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Saved to the account timeline")
+noteInput = TextArea("note", "Type a quick note about this account...", 3)
+noteButtons = Buttons([noteSave])
+noteSave = Button("Save note", null, "primary")
+callHeader = Heading("Log a Call", "h3")
+callForm = Form("log-call", callButtons, [callWith, callOutcome, callSummary, callDate])
+callWith = FormControl("Contact", callWithSelect)
+callWithSelect = Select("contact", [cw1, cw2, cw3], "Who did you speak with?")
+cw1 = SelectItem("dana", "Dana Ruiz")
+cw2 = SelectItem("tom", "Tom Okafor")
+cw3 = SelectItem("priya", "Priya Nair")
+callOutcome = FormControl("Outcome", callOutcomeRadio)
+callOutcomeRadio = RadioGroup("outcome", [co1, co2, co3], "connected")
+co1 = RadioItem("Connected", "Spoke with the contact", "connected")
+co2 = RadioItem("Voicemail", "Left a message", "voicemail")
+co3 = RadioItem("No answer", "No response", "no_answer")
+callSummary = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("summary", "Key points from the call...", 3)
+callDate = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callButtons = Buttons([callSave, callCancel])
+callSave = Button("Log call", null, "primary")
+callCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..f67a9254d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r1.txt
@@ -0,0 +1,41 @@
+root = Card([header, kpiRow, sep1, catHeader, expensesChart, sep2, txHeader, txTable, sep3, controlsHeader, monthForm, downloadBtns])
+header = CardHeader("Month-End Finance View", "October 2024 · Acme Robotics Inc.")
+kpiRow = Card([kpiCash, kpiBurn, kpiRunway], "clear", "row", "m", "stretch")
+kpiCash = Card([kpiCashLabel, kpiCashValue, kpiCashNote], "sunk", "column", "xs")
+kpiCashLabel = TextContent("Cash on hand", "small")
+kpiCashValue = TextContent("$1,284,500", "large-heavy")
+kpiCashNote = TextContent("Across 2 operating accounts", "small")
+kpiBurn = Card([kpiBurnLabel, kpiBurnValue, kpiBurnNote], "sunk", "column", "xs")
+kpiBurnLabel = TextContent("Monthly burn (Oct)", "small")
+kpiBurnValue = TextContent("$86,400", "large-heavy")
+kpiBurnNote = TextContent("Down 4.1% vs September", "small")
+kpiRunway = Card([kpiRunwayLabel, kpiRunwayValue, kpiRunwayNote], "sunk", "column", "xs")
+kpiRunwayLabel = TextContent("Months of runway", "small")
+kpiRunwayValue = TextContent("14.9 months", "large-heavy")
+kpiRunwayNote = TextContent("At current burn rate", "small")
+sep1 = Separator("horizontal", true)
+catHeader = CardHeader("Expenses by Category", "October 2024 · $86,400 total")
+expensesChart = PieChart(["Payroll", "Cloud & Infrastructure", "Office Rent", "Marketing", "Software & Tools", "Legal & Accounting", "Travel"], [51000, 11800, 8500, 7200, 4100, 2400, 1400], "donut", "circular")
+sep2 = Separator("horizontal", true)
+txHeader = CardHeader("Transactions Above $10,000", "October 2024 · 4 transactions")
+txTable = Table([txDate, txVendor, txCategory, txAmount])
+txDate = Col("Date", ["Oct 31", "Oct 15", "Oct 01", "Oct 08"])
+txVendor = Col("Vendor", ["Payroll run — Gusto", "Amazon Web Services", "WeWork — Office lease", "Brightline Agency (marketing)"])
+txCategory = Col("Category", ["Payroll", "Cloud & Infrastructure", "Office Rent", "Marketing"])
+txAmount = Col("Amount", [51000, 11800, 8500, 12400], "number")
+sep3 = Separator("horizontal", true)
+controlsHeader = CardHeader("Statement Controls", "Switch reporting month or export the statement")
+monthForm = Form("change-month", monthFormBtns, [monthField])
+monthField = FormControl("Reporting month", monthSelect, "Pick a month to reload this view")
+monthSelect = Select("month", [mOct, mSep, mAug, mJul, mJun, mMay], "Select month", null, "Oct-2024")
+mOct = SelectItem("Oct-2024", "October 2024")
+mSep = SelectItem("Sep-2024", "September 2024")
+mAug = SelectItem("Aug-2024", "August 2024")
+mJul = SelectItem("Jul-2024", "July 2024")
+mJun = SelectItem("Jun-2024", "June 2024")
+mMay = SelectItem("May-2024", "May 2024")
+monthFormBtns = Buttons([applyMonthBtn])
+applyMonthBtn = Button("View month", null, "primary")
+downloadBtns = Buttons([dlCsv, dlPdf])
+dlCsv = Button("Download statement (CSV)", null, "secondary")
+dlPdf = Button("Download statement (PDF)", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..400dd50f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r2.txt
@@ -0,0 +1,30 @@
+root = Card([header, alert, kpiTable, sep1, expHeader, expChart, sep2, txHeader, txTable, sep3, monthForm, actions])
+header = CardHeader("Finance — Month End", "November 2024 · Acme Startup Inc.")
+alert = Alert("Runway below 12 months", "At current burn, runway is 9.8 months. Review discretionary spend.", "warning")
+kpiTable = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Cash on hand", "Monthly burn (net)", "Months of runway"])
+kpiValue = Col("Value", ["$1,240,000", "$126,500", "9.8 months"])
+kpiNote = Col("vs. last month", ["-$126,500", "+$8,200", "-0.6 months"], "string")
+sep1 = Separator()
+expHeader = CardHeader("Expenses by Category", "Total November spend: $148,900")
+expChart = PieChart(["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Legal & Finance", "Software"], [92000, 21400, 15800, 9800, 6200, 3700], "donut")
+sep2 = Separator()
+txHeader = CardHeader("Transactions over $10,000", "4 transactions this month")
+txTable = Table([txDate, txVendor, txCat, txAmount])
+txDate = Col("Date", ["Nov 04", "Nov 11", "Nov 18", "Nov 25"])
+txVendor = Col("Vendor", ["Payroll — Gusto", "AWS", "Google Ads", "Office lease — WeWork"])
+txCat = Col("Category", ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops"])
+txAmount = Col("Amount", [46000, 18400, 12500, 10800], "number")
+sep3 = Separator()
+monthForm = Form("month-picker", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect, "Statement data updates to the selected month")
+monthSelect = Select("month", [mNov, mOct, mSep, mAug], "Select month", null, "nov-2024")
+mNov = SelectItem("nov-2024", "November 2024")
+mOct = SelectItem("oct-2024", "October 2024")
+mSep = SelectItem("sep-2024", "September 2024")
+mAug = SelectItem("aug-2024", "August 2024")
+monthButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "secondary")
+actions = Buttons([dlPdf, dlCsv])
+dlPdf = Button("Download statement (PDF)", null, "primary")
+dlCsv = Button("Download transactions (CSV)", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..5847c3822
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r3.txt
@@ -0,0 +1,29 @@
+root = Card([header, kpiTable, expenseChart, largeTxnHeader, largeTxnTable, monthForm, downloadSection])
+header = CardHeader("Month-End Finance — October 2024", "Aurora Labs Inc. · All figures in USD")
+kpiTable = Table([metricCol, valueCol, noteCol])
+metricCol = Col("Metric", ["Cash on hand", "Monthly burn", "Runway"])
+valueCol = Col("Value", ["$1,842,300", "$148,600", "12.4 months"])
+noteCol = Col("Notes", ["Across 2 bank accounts + treasury", "Net of $62,400 monthly revenue", "At current net burn rate"])
+expenseChart = PieChart(["Payroll", "Cloud & Infrastructure", "Office & Rent", "Marketing", "Software & Tools", "Legal & Accounting", "Miscellaneous"], [98000, 24500, 12800, 9200, 4100, 3800, 2600], "donut")
+largeTxnHeader = CardHeader("Transactions above $10,000", "October 2024 · 6 transactions flagged")
+largeTxnTable = Table([dateCol, payeeCol, categoryCol, amountCol])
+dateCol = Col("Date", ["Oct 01", "Oct 03", "Oct 12", "Oct 15", "Oct 21", "Oct 28"])
+payeeCol = Col("Payee", ["Payroll — Gusto", "Amazon Web Services", "WeWork — Office lease", "Payroll — Gusto", "Google Ads", "Deloitte — Tax advisory"], "string")
+categoryCol = Col("Category", ["Payroll", "Cloud & Infrastructure", "Office & Rent", "Payroll", "Marketing", "Legal & Accounting"])
+amountCol = Col("Amount", ["$49,200", "$24,500", "$12,800", "$48,800", "$11,400", "$10,600"])
+monthForm = Form("month-picker", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect, "Statement data reloads for the selected month")
+monthSelect = Select("month", [mOct, mSep, mAug, mJul, mJun, mMay], "Select month", null, "2024-10")
+mOct = SelectItem("2024-10", "October 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mAug = SelectItem("2024-08", "August 2024")
+mJul = SelectItem("2024-07", "July 2024")
+mJun = SelectItem("2024-06", "June 2024")
+mMay = SelectItem("2024-05", "May 2024")
+monthButtons = Buttons([applyMonthBtn])
+applyMonthBtn = Button("Load month", null, "primary")
+downloadSection = Card([downloadText, downloadButtons], "sunk", "row", "m", "center", "between")
+downloadText = TextContent("Need the full statement? Export the month as a file for your records or investors.")
+downloadButtons = Buttons([csvBtn, pdfBtn])
+csvBtn = Button("Download CSV", ["download", "csv", "2024-10"], "primary")
+pdfBtn = Button("Download PDF", ["download", "pdf", "2024-10"], "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..f8366a6e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-finance__r4.txt
@@ -0,0 +1,32 @@
+root = Card([header, alert, kpis, sep1, expTitle, expChart, sep2, txTitle, txTable, sep3, monthPicker, actions], "card", "column", "l")
+header = CardHeader("Month-End Finance — June 2025", "Acme Inc. · All figures in USD")
+alert = Callout("warning", "Runway below target", "At the current burn rate, runway is 8.7 months — under the 12-month board target.")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Cash on hand", "Monthly burn (net)", "Months of runway", "Gross spend this month", "Revenue this month"])
+kpiValue = Col("Value", ["$1,482,350", "$170,200", "8.7", "$214,800", "$44,600"])
+kpiNote = Col("vs. May", ["−$170,200", "+3.1%", "−0.4 months", "+5.4%", "+12.8%"])
+sep1 = Separator()
+expTitle = Heading("Expenses by Category", "h3")
+expChart = PieChart(["Payroll", "Cloud & Infrastructure", "Marketing", "Office & Operations", "Software & Tools", "Legal & Compliance"], [128400, 36200, 22100, 14300, 8900, 4900], "donut")
+sep2 = Separator()
+txTitle = Heading("Transactions over $10,000 — June 2025", "h3")
+txTable = Table([txDate, txVendor, txCategory, txAmount])
+txDate = Col("Date", ["Jun 01", "Jun 01", "Jun 10", "Jun 15", "Jun 20", "Jun 27"])
+txVendor = Col("Vendor", ["Payroll — Gusto", "WeWork HQ Lease", "AWS", "Payroll — Gusto", "Google Ads", "Cooley LLP"])
+txCategory = Col("Category", ["Payroll", "Office & Operations", "Cloud & Infrastructure", "Payroll", "Marketing", "Legal & Compliance"])
+txAmount = Col("Amount", [64200, 12500, 18450, 64200, 15600, 10900], "number")
+sep3 = Separator()
+monthPicker = Form("month-select", pickerButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mJun, mMay, mApr, mMar, mFeb, mJan], "June 2025", null, "June 2025")
+mJun = SelectItem("2025-06", "June 2025")
+mMay = SelectItem("2025-05", "May 2025")
+mApr = SelectItem("2025-04", "April 2025")
+mMar = SelectItem("2025-03", "March 2025")
+mFeb = SelectItem("2025-02", "February 2025")
+mJan = SelectItem("2025-01", "January 2025")
+pickerButtons = Buttons([applyBtn])
+applyBtn = Button("Apply", null, "primary")
+actions = Buttons([pdfBtn, csvBtn])
+pdfBtn = Button("Download statement (PDF)", null, "primary")
+csvBtn = Button("Download transactions (CSV)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..9969ec08a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r1.txt
@@ -0,0 +1,60 @@
+root = Card([header, refreshed, delayedAlert, shipHeader, shipTable, kpiRow, chartsRow, toolsRow])
+header = CardHeader("Logistics Coordinator Board", "Live overview of freight operations")
+refreshed = TextContent("Last refreshed: today at 14:32 UTC · auto-refresh every 15 minutes", "small")
+delayedAlert = Alert("2 delayed shipments need attention", "SH-1042 (Rotterdam → Hamburg) is 18h late due to port congestion. SH-1038 (Shanghai → Los Angeles) is 26h late awaiting customs clearance.", "warning")
+shipHeader = CardHeader("Shipments in transit", "6 active shipments across 5 routes")
+shipTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SH-1041", "SH-1042", "SH-1038", "SH-1043", "SH-1044", "SH-1045"])
+colOrigin = Col("Origin", ["Rotterdam", "Rotterdam", "Shanghai", "Shanghai", "Hamburg", "Singapore"])
+colDest = Col("Destination", ["Gdansk", "Hamburg", "Los Angeles", "Los Angeles", "New York", "Dubai"])
+colEta = Col("ETA", ["Oct 24, 08:00", "Oct 23, 14:00", "Oct 25, 19:30", "Oct 27, 06:15", "Oct 26, 11:45", "Oct 24, 22:00"])
+colStatus = Col("Status", ["On schedule", "Delayed", "Delayed", "At customs", "On schedule", "On schedule"])
+kpiRow = Card([onTimeCard, costCard], "clear", "row", "l", "stretch")
+onTimeCard = Card([onTimeHeader, onTimeProgress], "sunk", "column", "m")
+onTimeHeader = CardHeader("On-time delivery", "This month (October)")
+onTimeProgress = Progress(93.4, "93.4% — 1,127 of 1,207 shipments delivered on time")
+costCard = Card([costHeader, costValue, costNote], "sunk", "column", "s")
+costHeader = CardHeader("Avg cost per shipment", "This month (October)")
+costValue = TextContent("$1,284", "large-heavy")
+costNote = TextContent("+2.1% vs September ($1,258)", "small")
+chartsRow = Card([carrierCard, weeklyCard], "clear", "row", "l", "stretch")
+carrierCard = Card([carrierHeader, carrierChart], "sunk", "column", "s")
+carrierHeader = CardHeader("Volume split by carrier", "Shipments this month")
+carrierChart = PieChart(carrierLabels, carrierValues, "donut")
+carrierLabels = ["Maersk", "DHL Freight", "MSC", "FedEx Logistics", "Kuehne+Nagel"]
+carrierValues = [412, 268, 214, 182, 131]
+weeklyCard = Card([weeklyHeader, weeklyChart], "sunk", "column", "s")
+weeklyHeader = CardHeader("Weekly shipment volume", "Past two months")
+weeklyChart = BarChart(weekLabels, [weekSeries], null, "Week", "Shipments")
+weekLabels = ["Sep W1", "Sep W2", "Sep W3", "Sep W4", "Oct W1", "Oct W2", "Oct W3", "Oct W4"]
+weekSeries = Series("Shipments", [286, 302, 295, 318, 341, 326, 358, 372])
+toolsRow = Card([searchCard, flagCard], "clear", "row", "l", "stretch")
+searchCard = Card([searchHeader, searchForm], "sunk", "column", "s")
+searchHeader = CardHeader("Search by route", "Filter shipments by origin and destination")
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Route", routeInput, "Enter an origin-destination pair")
+routeInput = Input("route", "e.g. Rotterdam → Hamburg")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search routes", null, "primary")
+flagCard = Card([flagHeader, flagNote, flagDialog], "sunk", "column", "s")
+flagHeader = CardHeader("Flag a shipment")
+flagNote = TextContent("Mark a shipment for review by the ops team.", "small")
+flagDialog = DialogBlock("Flag a shipment", "Flag a shipment", "Choose the shipment and describe the issue.", [flagForm], "outline")
+flagForm = Form("flag-shipment", flagButtons, [flagShipmentField, flagReasonField, flagPriorityField])
+flagShipmentField = FormControl("Shipment", flagSelect)
+flagSelect = Select("shipment_id", [fs1, fs2, fs3, fs4, fs5, fs6], "Select a shipment")
+fs1 = SelectItem("SH-1041", "SH-1041 — Rotterdam → Gdansk")
+fs2 = SelectItem("SH-1042", "SH-1042 — Rotterdam → Hamburg")
+fs3 = SelectItem("SH-1038", "SH-1038 — Shanghai → Los Angeles")
+fs4 = SelectItem("SH-1043", "SH-1043 — Shanghai → Los Angeles")
+fs5 = SelectItem("SH-1044", "SH-1044 — Hamburg → New York")
+fs6 = SelectItem("SH-1045", "SH-1045 — Singapore → Dubai")
+flagReasonField = FormControl("Reason", flagReason)
+flagReason = TextArea("reason", "Describe the issue (damage risk, missing docs, customer request...)", 3)
+flagPriorityField = FormControl("Priority", flagPriority)
+flagPriority = RadioGroup("priority", [prLow, prMed, prHigh], "medium")
+prLow = RadioItem("Low", "Review within a week", "low")
+prMed = RadioItem("Medium", "Review within 48 hours", "medium")
+prHigh = RadioItem("High", "Needs immediate attention", "high")
+flagButtons = Buttons([flagSubmit])
+flagSubmit = Button("Submit flag", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..ea854e37d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r2.txt
@@ -0,0 +1,45 @@
+root = Card([header, refreshAlert, kpis, delayCallout, tabs, chartsRow, flagSection])
+header = CardHeader("Logistics Coordinator Board", "Live shipment overview — operations dashboard")
+refreshAlert = Alert("Data freshness", "Last refreshed: Today, 14:32 UTC — auto-refresh every 15 minutes", "info")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["On-time % (this month)", "Avg cost per shipment", "Active shipments", "Delayed shipments"])
+kpiValue = Col("Value", ["93.4%", "$1,284", "47", "4"])
+delayCallout = Callout("warning", "Delayed shipments (4)", "SHP-1042 (Chicago → Denver, +14h), SHP-1057 (Atlanta → Miami, +6h), SHP-1061 (Seattle → Portland, +9h), SHP-1073 (Dallas → Phoenix, +22h)")
+tabs = Tabs([tabShipments, tabSearch, tabFlag])
+tabShipments = TabItem("shipments", "Shipments in Transit", [shipTable])
+shipTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SHP-1042", "SHP-1051", "SHP-1057", "SHP-1061", "SHP-1066", "SHP-1073", "SHP-1080"])
+colOrigin = Col("Origin", ["Chicago", "Los Angeles", "Atlanta", "Seattle", "New York", "Dallas", "Denver"])
+colDest = Col("Destination", ["Denver", "Houston", "Miami", "Portland", "Boston", "Phoenix", "Kansas City"])
+colEta = Col("ETA", ["Mar 18, 09:00", "Mar 17, 16:30", "Mar 17, 22:00", "Mar 18, 11:45", "Mar 17, 14:15", "Mar 19, 08:30", "Mar 18, 17:00"])
+colStatus = Col("Status", ["Delayed", "On time", "Delayed", "Delayed", "On time", "Delayed", "On time"])
+tabSearch = TabItem("search", "Search by Route", [searchForm])
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin city", originInput)
+originInput = Input("origin", "e.g. Chicago")
+destField = FormControl("Destination city", destInput)
+destInput = Input("destination", "e.g. Denver")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search routes", null, "primary")
+tabFlag = TabItem("flag", "Flag a Shipment", [flagForm])
+flagForm = Form("flag-shipment", flagButtons, [flagShipField, flagReasonField, flagNoteField])
+flagShipField = FormControl("Shipment ID", flagShipSelect)
+flagShipSelect = Select("shipment_id", [f1, f2, f3, f4, f5], "Select shipment")
+f1 = SelectItem("SHP-1042", "SHP-1042 — Chicago → Denver")
+f2 = SelectItem("SHP-1057", "SHP-1057 — Atlanta → Miami")
+f3 = SelectItem("SHP-1061", "SHP-1061 — Seattle → Portland")
+f4 = SelectItem("SHP-1073", "SHP-1073 — Dallas → Phoenix")
+f5 = SelectItem("SHP-1080", "SHP-1080 — Denver → Kansas City")
+flagReasonField = FormControl("Reason", flagReasonRadio)
+flagReasonRadio = RadioGroup("reason", [r1, r2, r3])
+r1 = RadioItem("Damaged goods", "Visible damage reported", "damage")
+r2 = RadioItem("Route deviation", "Off planned route", "deviation")
+r3 = RadioItem("Customer escalation", "Priority customer issue", "escalation")
+flagNoteField = FormControl("Notes", flagNoteInput)
+flagNoteInput = TextArea("notes", "Add details for the ops team...", 3)
+flagButtons = Buttons([flagSubmitBtn])
+flagSubmitBtn = Button("Flag shipment", null, "primary", "destructive")
+chartsRow = Card([carrierChart, weeklyChart], "sunk", "row", "l")
+carrierChart = PieChart(["SwiftHaul", "Meridian Freight", "BlueRoad", "Apex Logistics"], [38, 27, 21, 14], "donut")
+weeklyChart = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "grouped", "Week (past 2 months)", "Shipments")
+volSeries = Series("Weekly volume", [412, 388, 435, 402, 447, 419, 463, 441])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..09418218c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r3.txt
@@ -0,0 +1,63 @@
+root = Card([header, refresh, delayedAlert, kpiRow, shipHeader, shipTable, chartsRow, formsRow])
+header = CardHeader("Logistics Coordinator Board", "Global freight operations — live overview")
+refresh = TextContent("Last refreshed: Nov 28, 2025 at 14:32 UTC · Next auto-sync in 15 minutes", "small")
+delayedAlert = Alert("2 shipments delayed", "SHP-1042 Shanghai → Rotterdam slipped to Dec 18 (port congestion, +3 days). SHP-1047 Chicago → Dallas slipped to Dec 8 (severe weather, +1 day).", "warning")
+kpiRow = Card([ontimeCard, costCard], "clear", "row", "l")
+ontimeCard = Card([ontimeHeader, ontimeProgress], "sunk", "column", "s")
+ontimeHeader = CardHeader("On-time delivery", "This month to date")
+ontimeProgress = Progress(92.4, "92.4% — 1,187 of 1,284 shipments on time")
+costCard = Card([costHeader, costValue, costTrend], "sunk", "column", "s")
+costHeader = CardHeader("Avg cost per shipment", "This month to date")
+costValue = TextContent("$2,418", "large-heavy")
+costTrend = TextContent("Down 3.1% vs October ($2,495)", "small")
+shipHeader = CardHeader("Shipments in transit", "8 active shipments across all carriers")
+shipTable = Table([idCol, originCol, destCol, etaCol, statusCol, costColData])
+idCol = Col("Shipment", ["SHP-1042", "SHP-1043", "SHP-1044", "SHP-1045", "SHP-1046", "SHP-1047", "SHP-1048", "SHP-1049"])
+originCol = Col("Origin", ["Shanghai", "Los Angeles", "Hamburg", "Shenzhen", "Mumbai", "Chicago", "Rotterdam", "Santos"])
+destCol = Col("Destination", ["Rotterdam", "Tokyo", "New York", "Sydney", "Dubai", "Dallas", "Singapore", "Miami"])
+etaCol = Col("ETA", ["Dec 18", "Dec 12", "Dec 10", "Dec 15", "Dec 9", "Dec 8", "Dec 20", "Dec 14"])
+statusCol = Col("Status", ["Delayed", "On time", "On time", "In transit", "Customs hold", "Delayed", "On time", "In transit"])
+costColData = Col("Cost (USD)", [2840, 3120, 2475, 2210, 1985, 1140, 2690, 2330], "number")
+chartsRow = Card([carrierCard, weeklyCard], "clear", "row", "l")
+carrierCard = Card([carrierHeader, carrierChart], "sunk", "column", "s")
+carrierHeader = CardHeader("Volume by carrier", "Share of shipments this month")
+carrierChart = PieChart(["Maersk", "DHL", "FedEx", "UPS", "CMA CGM"], [412, 338, 265, 171, 98], "donut")
+weeklyCard = Card([weeklyHeader, weeklyChart], "sunk", "column", "s")
+weeklyHeader = CardHeader("Weekly volume", "Past 8 weeks")
+weeklyChart = BarChart(["Oct 6", "Oct 13", "Oct 20", "Oct 27", "Nov 3", "Nov 10", "Nov 17", "Nov 24"], [weekSeries], null, "Week starting", "Shipments")
+weekSeries = Series("Shipments", [148, 162, 155, 171, 158, 176, 169, 182])
+formsRow = Card([searchCard, flagCard], "clear", "row", "l")
+searchCard = Card([searchHeader, searchForm], "sunk", "column", "s")
+searchHeader = CardHeader("Search by route", "Filter shipments by origin and destination")
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "e.g. Shanghai")
+destField = FormControl("Destination", destInput)
+destInput = Input("destination", "e.g. Rotterdam")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search routes", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+flagCard = Card([flagHeader, flagForm], "sunk", "column", "s")
+flagHeader = CardHeader("Flag a shipment", "Mark a shipment for follow-up by the ops team")
+flagForm = Form("flag-shipment", flagButtons, [shipField, reasonField, noteField])
+shipField = FormControl("Shipment", shipSelect)
+shipSelect = Select("shipment_id", [sel1042, sel1043, sel1044, sel1045, sel1046, sel1047, sel1048, sel1049], "Select a shipment")
+sel1042 = SelectItem("SHP-1042", "SHP-1042 — Shanghai → Rotterdam")
+sel1043 = SelectItem("SHP-1043", "SHP-1043 — Los Angeles → Tokyo")
+sel1044 = SelectItem("SHP-1044", "SHP-1044 — Hamburg → New York")
+sel1045 = SelectItem("SHP-1045", "SHP-1045 — Shenzhen → Sydney")
+sel1046 = SelectItem("SHP-1046", "SHP-1046 — Mumbai → Dubai")
+sel1047 = SelectItem("SHP-1047", "SHP-1047 — Chicago → Dallas")
+sel1048 = SelectItem("SHP-1048", "SHP-1048 — Rotterdam → Singapore")
+sel1049 = SelectItem("SHP-1049", "SHP-1049 — Santos → Miami")
+reasonField = FormControl("Reason", reasonSelect)
+reasonSelect = Select("reason", [rDelay, rDocs, rEscalation, rDamage, rOther], "Why flag it?")
+rDelay = SelectItem("delay_risk", "Delay risk")
+rDocs = SelectItem("documentation", "Documentation issue")
+rEscalation = SelectItem("escalation", "Customer escalation")
+rDamage = SelectItem("damage", "Damage / quality concern")
+rOther = SelectItem("other", "Other")
+noteField = FormControl("Note", noteInput, "Optional context for the ops team")
+noteInput = TextArea("note", "Add details...", 3)
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..d6676bfe6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-freight__r4.txt
@@ -0,0 +1,39 @@
+root = Card([header, refreshNote, kpis, delayedAlert, shipmentsTable, charts, searchForm, flagForm, actions])
+header = CardHeader("Logistics Coordinator Board", "Live shipment operations overview")
+refreshNote = TextCallout("info", "Last refreshed", "Data updated March 14, 2025 at 09:42 UTC — refreshes every 15 minutes")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["On-time % (this month)", "Avg cost per shipment", "Active shipments", "Delayed shipments"])
+kpiValue = Col("Value", ["93.4%", "$1,284", "12", "2"])
+delayedAlert = Alert("Delayed shipments", "SH-1042 (Rotterdam → Chicago) delayed 2 days — port congestion. SH-1047 (Shanghai → Hamburg) delayed 1 day — customs hold.", "warning")
+shipmentsHeader = CardHeader("Shipments in Transit", "Origin, destination, ETA and status")
+shipmentsTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SH-1041", "SH-1042", "SH-1043", "SH-1044", "SH-1045", "SH-1046", "SH-1047", "SH-1048"])
+colOrigin = Col("Origin", ["Shanghai", "Rotterdam", "Los Angeles", "Mumbai", "Hamburg", "Shenzhen", "Shanghai", "Singapore"])
+colDest = Col("Destination", ["Hamburg", "Chicago", "Tokyo", "Dubai", "New York", "Sydney", "Hamburg", "Rotterdam"])
+colEta = Col("ETA", ["Mar 18", "Mar 22", "Mar 16", "Mar 19", "Mar 21", "Mar 25", "Mar 20", "Mar 24"])
+colStatus = Col("Status", ["On time", "Delayed", "On time", "On time", "On time", "In transit", "Delayed", "On time"])
+charts = Card([carrierChart, weeklyChart], "sunk", "row", "l")
+carrierChart = PieChart(["Maersk", "DHL", "FedEx", "MSC", "UPS"], [32, 24, 18, 15, 11], "donut")
+weeklyChart = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "grouped", "Week", "Shipments")
+volSeries = Series("Weekly volume", [142, 158, 149, 171, 163, 178, 155, 184])
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "e.g. Shanghai")
+destField = FormControl("Destination", destInput)
+destInput = Input("destination", "e.g. Hamburg")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search route", null, "primary")
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, flagReasonField])
+flagIdField = FormControl("Shipment ID", flagIdInput)
+flagIdInput = Input("shipment_id", "e.g. SH-1042")
+flagReasonField = FormControl("Reason", flagReasonSelect)
+flagReasonSelect = Select("reason", [rDelay, rDamage, rDocs, rOther], "Select a reason")
+rDelay = SelectItem("delay", "Delay risk")
+rDamage = SelectItem("damage", "Damage reported")
+rDocs = SelectItem("docs", "Documentation issue")
+rOther = SelectItem("other", "Other")
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "primary", "destructive")
+actions = Buttons([exportBtn, refreshBtn])
+exportBtn = Button("Export board", null, "secondary")
+refreshBtn = Button("Refresh now", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..7a08b4ab6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r1.txt
@@ -0,0 +1,38 @@
+root = Card([header, kpis, sep1, openRolesHeader, openRolesTable, sep2, pipelineHeader, pipelineChart, deptHeader, deptChart, sep3, interviewsHeader, interviewsList, sep4, attritionHeader, attritionChart, actions])
+header = CardHeader("Hiring Overview", "People Ops — Q3 snapshot, updated today")
+kpiHeadcount = Card([kpiHeadcountText], "sunk")
+kpiHeadcountText = TextContent("**Current headcount:** 342 employees", "large")
+kpiTimeToHire = Card([kpiTimeToHireText], "sunk")
+kpiTimeToHireText = TextContent("**Avg time to hire:** 27 days", "large")
+kpiOpenRoles = Card([kpiOpenRolesText], "sunk")
+kpiOpenRolesText = TextContent("**Open roles:** 14", "large")
+kpis = Card([kpiHeadcount, kpiOpenRoles, kpiTimeToHire], "clear", "row", "m")
+sep1 = Separator()
+openRolesHeader = Heading("Open Roles by Department", "h3")
+openRolesTable = Table([roleName, roleDept, roleStatus])
+roleName = Col("Role", ["Senior Backend Engineer", "Product Manager", "Data Analyst", "UX Designer", "Account Executive", "DevOps Engineer", "Customer Success Manager", "QA Engineer"])
+roleDept = Col("Department", ["Engineering", "Product", "Data", "Design", "Sales", "Engineering", "Customer Success", "Engineering"])
+roleStatus = Col("Status", ["Interviewing", "Screening", "Offer", "Interviewing", "Sourcing", "Screening", "Offer", "Sourcing"])
+sep2 = Separator()
+pipelineHeader = Heading("Candidates by Pipeline Stage", "h3")
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Interview", "Final Round", "Offer", "Hired"], [pipelineSeries], null, "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [128, 64, 32, 14, 6, 4])
+deptHeader = Heading("Headcount by Department", "h3")
+deptChart = PieChart(["Engineering", "Sales", "Product", "Customer Success", "Design", "Data", "People & Ops"], [118, 62, 45, 41, 28, 26, 22], "donut")
+sep3 = Separator()
+interviewsHeader = Heading("Interviews Scheduled This Week", "h3")
+interviewsList = ListBlock([int1, int2, int3, int4, int5], "number")
+int1 = ListItem("Mon 10:00 — Senior Backend Engineer", "Technical screen · A. Chen")
+int2 = ListItem("Tue 14:30 — Product Manager", "Hiring manager round · S. Patel")
+int3 = ListItem("Wed 11:00 — UX Designer", "Portfolio review · M. Rossi")
+int4 = ListItem("Thu 15:00 — Account Executive", "Final round · J. Novak")
+int5 = ListItem("Fri 09:30 — Data Analyst", "Take-home debrief · L. Gomez")
+sep4 = Separator()
+attritionHeader = Heading("Attrition — Past 6 Months", "h3")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [4, 3, 6, 5, 3, 4])
+actions = Card([actionsLabel, actionButtons], "clear", "row", "m", "center", "between")
+actionsLabel = TextContent("Need to expand the team?")
+actionButtons = Buttons([newRoleBtn, exportBtn])
+newRoleBtn = Button("Open a New Role", ["Create new role requisition"], "primary")
+exportBtn = Button("Export Report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..de5842a8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r2.txt
@@ -0,0 +1,54 @@
+root = Card([header, kpiRow, sep1, rolesHeader, rolesTable, sep2, pipelineChart, deptChart, attritionChart, sep3, interviewsHeader, interviewsTable, newRoleForm])
+header = CardHeader("Hiring Overview", "People team dashboard — Q3 snapshot")
+kpiRow = Card([hc, tth, interviewsKpi, openRolesKpi], "sunk", "row", "l", "stretch", "evenly", true)
+hc = Card([hcTitle, hcValue], "card", "column", "xs")
+hcTitle = TextContent("Current Headcount", "small")
+hcValue = TextContent("342", "large-heavy")
+tth = Card([tthTitle, tthValue], "card", "column", "xs")
+tthTitle = TextContent("Avg Time to Hire", "small")
+tthValue = TextContent("34 days", "large-heavy")
+interviewsKpi = Card([intTitle, intValue], "card", "column", "xs")
+intTitle = TextContent("Interviews This Week", "small")
+intValue = TextContent("18", "large-heavy")
+openRolesKpi = Card([openTitle, openValue], "card", "column", "xs")
+openTitle = TextContent("Open Roles", "small")
+openValue = TextContent("12", "large-heavy")
+sep1 = Separator()
+rolesHeader = Heading("Open Roles by Department", "h2")
+rolesTable = Table([roleCol, deptCol, prioCol])
+roleCol = Col("Role", ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Account Executive", "Engineering Manager", "Marketing Lead", "DevOps Engineer", "Customer Success Manager"])
+deptCol = Col("Department", ["Engineering", "Design", "Data", "Sales", "Engineering", "Marketing", "Engineering", "Customer Success"])
+prioCol = Col("Priority", ["High", "Medium", "High", "High", "Medium", "Low", "High", "Medium"])
+sep2 = Separator()
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], null, "Candidates", "Pipeline Stage")
+pipelineSeries = Series("Candidates", [240, 86, 34, 9, 5])
+deptChart = PieChart(["Engineering", "Sales", "Design", "Data", "Marketing", "Customer Success", "Operations"], [148, 62, 28, 24, 31, 34, 15], "donut")
+attritionChart = LineChart(["Apr", "May", "Jun", "Jul", "Aug", "Sep"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Attrition (departures)", [3, 5, 4, 6, 2, 3])
+sep3 = Separator()
+interviewsHeader = Heading("Interviews Scheduled This Week", "h2")
+interviewsTable = Table([dayCol, candCol, intRoleCol])
+dayCol = Col("Day", ["Mon", "Mon", "Tue", "Wed", "Wed", "Thu", "Fri"])
+candCol = Col("Candidate", ["A. Rivera", "J. Chen", "M. Okafor", "S. Patel", "L. Novak", "T. Haddad", "K. Müller"])
+intRoleCol = Col("Role", ["Backend Engineer", "Data Analyst", "Account Executive", "Product Designer", "DevOps Engineer", "Backend Engineer", "Marketing Lead"])
+newRoleForm = Form("open-role", formButtons, [roleField, deptField, levelField, notesField])
+roleField = FormControl("Role title", roleInput)
+roleInput = Input("role_title", "e.g. Senior Frontend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptSales, deptDesign, deptData, deptMkt, deptCs], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptSales = SelectItem("sales", "Sales")
+deptDesign = SelectItem("design", "Design")
+deptData = SelectItem("data", "Data")
+deptMkt = SelectItem("marketing", "Marketing")
+deptCs = SelectItem("customer_success", "Customer Success")
+levelField = FormControl("Level", levelRadio)
+levelRadio = RadioGroup("level", [lvlJr, lvlMid, lvlSr], "mid")
+lvlJr = RadioItem("Junior", "0-2 years", "junior")
+lvlMid = RadioItem("Mid", "3-5 years", "mid")
+lvlSr = RadioItem("Senior", "6+ years", "senior")
+notesField = FormControl("Notes", notesArea, "Hiring manager, budget band, timeline")
+notesArea = TextArea("notes", "Add any context for this opening", 3)
+formButtons = Buttons([submitBtn, draftBtn])
+submitBtn = Button("Open Role", null, "primary")
+draftBtn = Button("Save as Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..497824241
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, kpis, rolesTable, pipelineChart, deptSplit, interviews, attritionChart, newRoleDialog])
+header = CardHeader("Hiring Overview", "People Ops dashboard — Q2 snapshot")
+kpis = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Current headcount", "Open roles", "Avg. time to hire", "Interviews this week"])
+kpiValue = Col("Value", [342, 18, "32 days", 24])
+kpiNote = Col("Change", ["+6 this quarter", "3 added this week", "-4 days vs. Q1", "9 today alone"])
+rolesTable = Table([roleName, roleDept, roleStage])
+roleName = Col("Open Role", ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Sales Account Executive", "HR Generalist", "DevOps Engineer"])
+roleDept = Col("Department", ["Engineering", "Design", "Data", "Sales", "People", "Engineering"])
+roleStage = Col("Status", ["Onsite loop", "Portfolio review", "Screening", "Offer extended", "Screening", "Phone interviews"])
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Phone Interview", "Onsite", "Offer", "Hired"], [pipelineSeries], null, "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [420, 160, 78, 31, 9, 6])
+deptSplit = PieChart(["Engineering", "Sales", "Design", "Data", "People", "Operations"], [138, 74, 41, 36, 22, 31], "donut")
+interviews = ListBlock([int1, int2, int3, int4])
+int1 = ListItem("Mon 10:00 — Backend Engineer", "Phone screen with A. Rahman (Engineering)")
+int2 = ListItem("Tue 14:00 — Product Designer", "Portfolio review with L. Chen (Design)")
+int3 = ListItem("Wed 11:30 — Data Analyst", "Technical panel, 3 interviewers (Data)")
+int4 = ListItem("Fri 09:00 — Sales AE", "Final round with VP Sales")
+attritionChart = LineChart(["Nov", "Dec", "Jan", "Feb", "Mar", "Apr"], [attrSeries], "natural", "Month", "Departures")
+attrSeries = Series("Attrition", [4, 6, 3, 5, 2, 4])
+newRoleDialog = DialogBlock("Open a New Role", "Create a job requisition", "Fill in the details to post a new opening.", [roleForm], "default")
+roleForm = Form("new-requisition", formButtons, [titleField, deptField, levelField, dateField])
+titleField = FormControl("Job title", titleInput)
+titleInput = Input("title", "e.g. Senior Frontend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [dEng, dSales, dDesign, dData, dPeople, dOps], "Select department")
+dEng = SelectItem("engineering", "Engineering")
+dSales = SelectItem("sales", "Sales")
+dDesign = SelectItem("design", "Design")
+dData = SelectItem("data", "Data")
+dPeople = SelectItem("people", "People")
+dOps = SelectItem("operations", "Operations")
+levelField = FormControl("Seniority", levelRadio)
+levelRadio = RadioGroup("level", [lvlJr, lvlMid, lvlSr])
+lvlJr = RadioItem("Junior", "0-2 years experience", "junior")
+lvlMid = RadioItem("Mid-level", "3-5 years experience", "mid")
+lvlSr = RadioItem("Senior", "6+ years experience", "senior")
+dateField = FormControl("Target start date", startDate)
+startDate = DatePicker("start_date", "single")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create requisition", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..378e2d569
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-hr__r4.txt
@@ -0,0 +1,47 @@
+root = Card([header, kpis, rolesHeader, rolesTable, pipelineHeader, pipelineChart, chartsRow, deptChart, interviewsTable, attritionHeader, attritionChart, newRoleHeader, newRoleForm])
+header = CardHeader("Hiring Overview", "HR lead dashboard — updated today")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Current headcount", "Open roles", "Avg time to hire", "Interviews this week"])
+kpiValue = Col("Value", ["342", "14", "32 days", "27"])
+rolesHeader = Heading("Open roles by department", "h3")
+rolesTable = Table([roleTitle, roleDept, roleStatus])
+roleTitle = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "Engineering Manager", "Customer Success Rep", "DevOps Engineer", "Marketing Manager"])
+roleDept = Col("Department", ["Engineering", "Design", "Sales", "Data", "Engineering", "Customer Success", "Engineering", "Marketing"])
+roleStatus = Col("Status", ["Screening", "Onsite", "Offer", "Applied", "Screening", "Onsite", "Applied", "Screening"])
+pipelineHeader = Heading("Candidates by pipeline stage", "h3")
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Interview", "Onsite", "Offer", "Hired"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [186, 74, 41, 18, 7, 5])
+chartsRow = Card([deptHeader, deptChart, interviewsHeader, interviewsTable], "clear", "row", "l", "stretch")
+deptHeader = Heading("Headcount by department", "h3")
+deptChart = PieChart(["Engineering", "Sales", "Customer Success", "Marketing", "Design", "Data", "Operations"], [128, 62, 48, 34, 26, 22, 22], "donut")
+interviewsHeader = Heading("Interviews scheduled this week", "h3")
+interviewsTable = Table([intDay, intCount])
+intDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+intCount = Col("Interviews", [4, 7, 6, 6, 4], "number")
+attritionHeader = Heading("Attrition — past six months", "h3")
+attritionChart = LineChart(["Jul", "Aug", "Sep", "Oct", "Nov", "Dec"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [3, 5, 2, 4, 3, 6])
+newRoleHeader = Heading("Open a new role", "h3")
+newRoleForm = Form("new-role", formButtons, [titleField, deptField, levelField, notesField])
+titleField = FormControl("Job title", titleInput)
+titleInput = Input("title", "e.g. Senior Frontend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [dEng, dSales, dCS, dMkt, dDesign, dData, dOps], "Select department")
+dEng = SelectItem("engineering", "Engineering")
+dSales = SelectItem("sales", "Sales")
+dCS = SelectItem("customer_success", "Customer Success")
+dMkt = SelectItem("marketing", "Marketing")
+dDesign = SelectItem("design", "Design")
+dData = SelectItem("data", "Data")
+dOps = SelectItem("operations", "Operations")
+levelField = FormControl("Level", levelRadio)
+levelRadio = RadioGroup("level", [lvlJunior, lvlMid, lvlSenior, lvlLead], "mid")
+lvlJunior = RadioItem("Junior", "0–2 years", "junior")
+lvlMid = RadioItem("Mid", "2–5 years", "mid")
+lvlSenior = RadioItem("Senior", "5–8 years", "senior")
+lvlLead = RadioItem("Lead / Manager", "8+ years", "lead")
+notesField = FormControl("Notes", notesArea, "Hiring manager, budget band, urgency")
+notesArea = TextArea("notes", "Add context for this opening...", 3)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Open role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..a53a2ee4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, cohortFilter, kpis, engagement, ranking, atRisk, messageSection])
+header = CardHeader("Training Platform Analytics", "Week of May 12 – May 18, 2025")
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to one cohort", cohortSelect, "Filters every metric on this screen")
+cohortSelect = Select("cohort", [cAll, cJan, cMar, cMay], "Choose a cohort", null, "all")
+cAll = SelectItem("all", "All cohorts")
+cJan = SelectItem("jan-2025", "January 2025 cohort")
+cMar = SelectItem("mar-2025", "March 2025 cohort")
+cMay = SelectItem("may-2025", "May 2025 cohort")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filter", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+kpis = Table([kpiName, kpiValue, kpiChange])
+kpiName = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["2,847", "68%", "81%"])
+kpiChange = Col("vs last week", ["+6.2%", "+2.1 pts", "-1.4 pts"])
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [activeSeries, completionSeries], "natural", "Past 8 weeks", "Learners")
+activeSeries = Series("Active learners", [2100, 2250, 2180, 2400, 2530, 2490, 2680, 2847])
+completionSeries = Series("Completions", [320, 410, 385, 470, 520, 505, 590, 640])
+ranking = HorizontalBarChart(["Data Science Foundations", "Leadership Essentials", "Advanced Excel", "Cloud Architecture", "Product Management 101"], [enrollSeries], "grouped", "Enrollments", "Course")
+enrollSeries = Series("Enrolled learners", [1240, 980, 865, 720, 640])
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Sarah Chen", "No login in 12 days · 34% through Data Science Foundations")
+risk2 = ListItem("Marcus Webb", "Failed last 2 quizzes · avg score 41%")
+risk3 = ListItem("Priya Nair", "No activity in 9 days · 58% through Leadership Essentials")
+risk4 = ListItem("Diego Torres", "Missed 3 deadlines · engagement down 70%")
+messageSection = Form("message-cohort", msgButtons, [msgTarget, msgBody])
+msgTarget = FormControl("Message a cohort", msgSelect)
+msgSelect = Select("target", [tAll, tAtRisk, tJan, tMay], "Choose recipients")
+tAll = SelectItem("all", "All cohorts")
+tAtRisk = SelectItem("at-risk", "At-risk learners only")
+tJan = SelectItem("jan-2025", "January 2025 cohort")
+tMay = SelectItem("may-2025", "May 2025 cohort")
+msgBody = FormControl("Message", msgInput)
+msgInput = TextArea("message", "Write your announcement or nudge...", 4)
+msgButtons = Buttons([sendBtn])
+sendBtn = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..cb578d259
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r2.txt
@@ -0,0 +1,55 @@
+root = Card([header, riskAlert, filterForm, kpiHeader, kpiTable, engagementHeader, engagementChart, coursesHeader, coursesChart, dropHeader, dropTable, msgDialog, followups], "card", "column", "l")
+header = CardHeader("Training Analytics", "Week 12 · All cohorts · updated today at 09:00")
+riskAlert = Alert("5 learners at risk of dropping out", "They have been inactive for 9+ days. Consider messaging their cohort to re-engage them.", "warning")
+filterForm = Form("cohort-filter", filterButtons, [filterField])
+filterField = FormControl("Narrow to one cohort", filterSelect, "Applies to every metric on this screen")
+filterSelect = Select("cohort", [fAll, fAlpha, fBeta, fGamma, fDelta], "Choose a cohort", null, "all")
+fAll = SelectItem("all", "All cohorts")
+fAlpha = SelectItem("alpha", "Cohort Alpha · Jan 2025")
+fBeta = SelectItem("beta", "Cohort Beta · Feb 2025")
+fGamma = SelectItem("gamma", "Cohort Gamma · Mar 2025")
+fDelta = SelectItem("delta", "Cohort Delta · Apr 2025")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filter", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+kpiHeader = CardHeader("Key metrics", "Active learners, completion rate and quiz performance this week")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiChangeCol])
+kpiMetricCol = Col("Metric", ["Active learners (this week)", "Course completion rate", "Average quiz score"])
+kpiValueCol = Col("Value", ["1,284", "68%", "82%"])
+kpiChangeCol = Col("Trend", ["+6.4% vs last week", "+2.1 pts vs last month", "-1.5 pts vs last month"])
+engagementHeader = CardHeader("Engagement — past 8 weeks", "Weekly active learners, lessons completed and quiz attempts")
+engagementChart = LineChart(weekLabels, [engActive, engLessons, engQuiz], "natural", "Week starting", "Count")
+weekLabels = ["Feb 17", "Feb 24", "Mar 3", "Mar 10", "Mar 17", "Mar 24", "Mar 31", "Apr 7"]
+engActive = Series("Active learners", [980, 1040, 1120, 1085, 1160, 1210, 1195, 1284])
+engLessons = Series("Lessons completed", [420, 465, 510, 480, 545, 590, 610, 660])
+engQuiz = Series("Quiz attempts", [310, 340, 390, 365, 410, 455, 440, 495])
+coursesHeader = CardHeader("Courses ranked by enrollment", "All cohorts, current term")
+coursesChart = HorizontalBarChart(courseLabels, [enrollSeries], "grouped", "Enrolled learners", "Course")
+courseLabels = ["Data Science Foundations", "Leadership Essentials", "Advanced Python", "UX Design Basics", "Cloud Architecture", "Agile Project Management"]
+enrollSeries = Series("Enrolled learners", [842, 765, 690, 612, 548, 487])
+dropHeader = CardHeader("Learners at risk of dropping out", "No activity for 9+ days or progress stalled below 25%")
+dropTable = Table([dropNameCol, dropCourseCol, dropCohortCol, dropDaysCol, dropRiskCol])
+dropNameCol = Col("Learner", ["Maya Chen", "Jordan Blake", "Priya Nair", "Sam Okafor", "Lee Martinez"])
+dropCourseCol = Col("Course", ["Advanced Python", "Cloud Architecture", "Data Science Foundations", "UX Design Basics", "Leadership Essentials"])
+dropCohortCol = Col("Cohort", ["Alpha", "Beta", "Gamma", "Beta", "Delta"])
+dropDaysCol = Col("Days inactive", [9, 12, 14, 16, 21], "number")
+dropRiskCol = Col("Risk level", ["Medium", "High", "High", "High", "Critical"])
+msgDialog = DialogBlock("Message a cohort", "Send an announcement", "Delivered by email and in-app notification to every learner in the cohort.", [msgForm], "default")
+msgForm = Form("cohort-message", msgButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Cohort", msgCohortSelect)
+msgCohortSelect = Select("message_cohort", [mAlpha, mBeta, mGamma, mDelta], "Select a cohort")
+mAlpha = SelectItem("alpha", "Cohort Alpha · Jan 2025")
+mBeta = SelectItem("beta", "Cohort Beta · Feb 2025")
+mGamma = SelectItem("gamma", "Cohort Gamma · Mar 2025")
+mDelta = SelectItem("delta", "Cohort Delta · Apr 2025")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Upcoming deadline reminder")
+msgBodyField = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("message", "Write your announcement...", 5)
+msgButtons = Buttons([sendBtn, draftBtn])
+sendBtn = Button("Send message", null, "primary")
+draftBtn = Button("Save draft", null, "secondary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show engagement for Cohort Delta only")
+fu2 = FollowUpItem("Export this report as CSV")
+fu3 = FollowUpItem("Which course has the lowest completion rate?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..416340ac2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, cohortFilter, kpis, engagement, coursesTable, atRisk, messageCohort])
+header = CardHeader("Training Platform Analytics", "Overview of learner activity, course performance, and cohort health")
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to one cohort", cohortSelect, "All metrics on this screen update to the selected cohort")
+cohortSelect = Select("cohort", [cAll, cJan, cFeb, cMar], "Select a cohort", null, "all")
+cAll = SelectItem("all", "All cohorts")
+cJan = SelectItem("jan-2025", "January 2025 Cohort")
+cFeb = SelectItem("feb-2025", "February 2025 Cohort")
+cMar = SelectItem("mar-2025", "March 2025 Cohort")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filter", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+kpis = Table([kpiName, kpiValue, kpiTrend])
+kpiName = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["1,284", "68%", "82 / 100"])
+kpiTrend = Col("vs. last week", ["+6.2%", "+2.1 pts", "-1.4 pts"])
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [activeSeries, quizSeries], "natural", "Past 8 weeks", "Learners")
+activeSeries = Series("Active learners", [940, 1020, 1110, 1050, 1180, 1240, 1190, 1284])
+quizSeries = Series("Quiz submissions", [610, 700, 760, 720, 830, 900, 860, 945])
+coursesTable = Table([courseName, courseEnroll, courseCompletion])
+courseName = Col("Course (ranked by enrollment)", ["Data Science Fundamentals", "Intro to Python", "Leadership Essentials", "Advanced SQL", "UX Design Basics"])
+courseEnroll = Col("Enrollments", [842, 765, 534, 421, 388], "number")
+courseCompletion = Col("Completion rate", ["71%", "66%", "74%", "58%", "69%"])
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Amara Osei", "No login in 12 days · 22% course progress · last quiz 41%")
+risk2 = ListItem("Diego Ramírez", "Missed 3 consecutive deadlines · 35% course progress")
+risk3 = ListItem("Priya Nair", "Quiz scores dropped from 88% to 52% over 3 weeks")
+risk4 = ListItem("Tom Becker", "No login in 9 days · unenrolled from 1 elective")
+messageCohort = Form("cohort-message", messageButtons, [msgTarget, msgSubject, msgBody])
+msgTarget = FormControl("Send to cohort", msgSelect)
+msgSelect = Select("target_cohort", [mJan, mFeb, mMar, mAtRisk], "Choose recipients")
+mJan = SelectItem("jan-2025", "January 2025 Cohort")
+mFeb = SelectItem("feb-2025", "February 2025 Cohort")
+mMar = SelectItem("mar-2025", "March 2025 Cohort")
+mAtRisk = SelectItem("at-risk", "At-risk learners only")
+msgSubject = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Keep up the momentum!")
+msgBody = FormControl("Message", msgBodyArea, "Delivered via email and in-app notification")
+msgBodyArea = TextArea("body", "Write your message to the cohort...", 4)
+messageButtons = Buttons([sendBtn, draftBtn])
+sendBtn = Button("Send message", null, "primary")
+draftBtn = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..ff8abd501
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-learning__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, cohortFilter, kpis, engagement, enrollmentChart, riskTable, messageForm, followups], "card", "column", "l")
+header = CardHeader("Training Analytics", "Platform overview · updated today")
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to cohort", cohortSelect, "All metrics and charts below reflect the selected cohort")
+cohortSelect = Select("cohort", [cohAll, cohJan, cohFeb, cohMar], "Choose a cohort", null, "all")
+cohAll = SelectItem("all", "All cohorts")
+cohJan = SelectItem("jan-2024", "January 2024 cohort")
+cohFeb = SelectItem("feb-2024", "February 2024 cohort")
+cohMar = SelectItem("mar-2024", "March 2024 cohort")
+filterButtons = Buttons([filterBtn])
+filterBtn = Button("Apply cohort filter", null, "primary")
+kpis = Card([kpiTitle, kpiTable], "sunk", "column", "m")
+kpiTitle = Heading("Key metrics", "h3")
+kpiTable = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["1,248", "68%", "82%"])
+kpiTrend = Col("vs last week", ["+6%", "+2.1 pts", "-1.4 pts"])
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [engSeries], "natural", "Week", "Active learners")
+engSeries = Series("Active learners", [920, 1050, 1110, 990, 1180, 1250, 1195, 1248])
+enrollmentChart = HorizontalBarChart(["Data Science Basics", "Python for Analysts", "Leadership 101", "Cloud Fundamentals", "SQL Mastery"], [enrollSeries], null, "Course", "Enrollments")
+enrollSeries = Series("Enrollments", [842, 731, 610, 524, 468])
+riskTable = Table([riskName, riskCourse, riskReason, riskDays])
+riskName = Col("Learner", ["A. Novak", "J. Mensah", "L. Park", "R. Silva", "T. Okafor"])
+riskCourse = Col("Course", ["SQL Mastery", "Leadership 101", "Cloud Fundamentals", "Data Science Basics", "Python for Analysts"])
+riskReason = Col("Risk signal", ["No login 10 days", "Quiz score dropped 22 pts", "Missed 3 deadlines", "No login 8 days", "Stalled at module 2"])
+riskDays = Col("Days inactive", [10, 4, 6, 8, 12], "number")
+messageForm = Form("message-cohort", messageButtons, [msgToField, msgSubjectField, msgBodyField])
+msgToField = FormControl("Send to", msgToSelect)
+msgToSelect = Select("recipient", [msgAll, msgAtRisk, msgJan, msgMar], "Choose a cohort")
+msgAll = SelectItem("all", "All cohorts")
+msgAtRisk = SelectItem("at-risk", "At-risk learners")
+msgJan = SelectItem("jan-2024", "January 2024 cohort")
+msgMar = SelectItem("mar-2024", "March 2024 cohort")
+msgSubjectField = FormControl("Subject", msgSubject)
+msgSubject = Input("subject", "e.g. You're almost there!")
+msgBodyField = FormControl("Message", msgBody, "This message goes to every learner in the selected cohort")
+msgBody = TextArea("body", "Write your message…", 4)
+messageButtons = Buttons([sendBtn, draftBtn])
+sendBtn = Button("Send message", null, "primary")
+draftBtn = Button("Save draft", null, "secondary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show at-risk learners for the March 2024 cohort")
+fu2 = FollowUpItem("Break down completion rate by course")
+fu3 = FollowUpItem("Export this dashboard as a report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..32c7ec711
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, rangeForm, calloutBest, visitorsChart, convRow, sourcesChart, campaignsTable, subsChart, exportRow])
+header = CardHeader("Marketing Dashboard", "Weekly overview — all channels, last 30 days")
+rangeForm = Form("date-range", rangeButtons, [rangeField])
+rangeField = FormControl("Date range", rangePicker, "Adjusts all charts and tables on this screen")
+rangePicker = DatePicker("range", "range", null, ["2024-05-06", "2024-06-04"])
+rangeButtons = Buttons([applyBtn, last7Btn, last90Btn])
+applyBtn = Button("Apply range", null, "primary")
+last7Btn = Button("Last 7 days", null, "secondary")
+last90Btn = Button("Last 90 days", null, "tertiary")
+calloutBest = Callout("success", "Top performer: Spring Launch — Paid Social", "4.8% conversion rate, 2.1x ROAS, $12,400 spend. Consider increasing budget by 15% next cycle.")
+visitorsChart = LineChart(["May 6", "May 9", "May 12", "May 15", "May 18", "May 21", "May 24", "May 27", "May 30", "Jun 2"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Site visitors", [8200, 9100, 7600, 10400, 11800, 9800, 12600, 13100, 11500, 14200])
+convRow = Card([convKpi, convTrend], "sunk", "row", "l", "stretch")
+convKpi = Card([convTitle, convValue, convBadge], "card", "column", "s")
+convTitle = TextContent("Conversion rate (30 days)", "small-heavy")
+convValue = TextContent("3.6%", "large-heavy")
+convBadge = Badge("+0.4 pts vs prior period", "secondary")
+convTrend = AreaChart(["May 6", "May 12", "May 18", "May 24", "May 30", "Jun 2"], [convSeries], "natural", "Date", "Conversion %")
+convSeries = Series("Conversion rate", [3.1, 3.3, 3.5, 3.4, 3.7, 3.6])
+sourcesChart = HorizontalBarChart(["Organic Search", "Paid Social", "Direct", "Email", "Referral"], [sourceSeries], null, "Traffic source", "Share of visits (%)")
+sourceSeries = Series("Share", [34, 26, 18, 13, 9])
+campaignsTable = Table([campName, campStatus, campSpend, campConv])
+campName = Col("Campaign", ["Spring Launch — Paid Social", "Brand Awareness — Display", "Webinar Promo — Email", "Retargeting — Search", "Influencer Collab — Social"])
+campStatus = Col("Status", ["Running", "Running", "Running", "Running", "Running"])
+campSpend = Col("Spend (30d)", ["$12,400", "$8,900", "$3,200", "$6,750", "$5,100"])
+campConv = Col("Conv. rate", ["4.8%", "2.2%", "3.9%", "3.1%", "2.7%"])
+subsChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subsSeries, unsubSeries], "natural", "Week of month", "Subscribers")
+subsSeries = Series("New subscribers", [420, 510, 480, 610])
+unsubSeries = Series("Unsubscribes", [95, 110, 88, 102])
+exportRow = Buttons([csvBtn, pdfBtn, shareBtn2])
+csvBtn = Button("Export CSV", null, "primary")
+pdfBtn = Button("Export PDF", null, "secondary")
+shareBtn2 = Button("Share link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..f3883cf9d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r2.txt
@@ -0,0 +1,26 @@
+root = Card([header, rangeSelect, kpis, visitorsChart, bestCallout, sourcesChart, campaignsTable, subscribersChart, exportRow], "card", "column", "l")
+header = CardHeader("Marketing Dashboard", "Weekly overview — last 30 days")
+rangeSelect = FormControl("Date range", rangePicker, "Defaults to the last 30 days")
+rangePicker = Select("date_range", [range7, range30, range90, rangeQuarter], "Select range", null, "30d")
+range7 = SelectItem("7d", "Last 7 days")
+range30 = SelectItem("30d", "Last 30 days")
+range90 = SelectItem("90d", "Last 90 days")
+rangeQuarter = SelectItem("qtd", "Quarter to date")
+kpis = Card([convBadge, convProgress, subsBadge], "sunk", "row", "m", "stretch", "between", true)
+convBadge = Badge("Conversion rate: 3.8%", "secondary")
+convProgress = Progress(76, "Conversion vs 5% goal")
+subsBadge = Badge("Email subs: +1,240 this month", "secondary")
+visitorsChart = AreaChart(["Sep 12", "Sep 16", "Sep 20", "Sep 24", "Sep 28", "Oct 2", "Oct 6", "Oct 10"], [visitsSeries], "natural", "Date", "Visitors")
+visitsSeries = Series("Site visitors", [8200, 9100, 8700, 10400, 9800, 11200, 12100, 13500])
+bestCallout = Callout("success", "Top performer: Spring Launch — Email", "Converting at 6.2% with a $1.85 CPA — the strongest ROI of any running campaign. Consider shifting budget here.")
+sourcesChart = PieChart(["Organic search", "Paid ads", "Social media", "Email", "Referral"], [38, 24, 18, 12, 8], "donut")
+campaignsTable = Table([campName, campSpend, campConv])
+campName = Col("Campaign", ["Spring Launch — Email", "Brand Awareness — Social", "Search Ads — Product", "Retargeting — Display"])
+campSpend = Col("Spend", ["$4,200", "$6,800", "$9,500", "$3,100"])
+campConv = Col("Conv. rate", ["6.2%", "2.1%", "4.4%", "3.0%"])
+subscribersChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subsSeries], "natural", "Week", "New subscribers")
+subsSeries = Series("New subscribers", [280, 310, 295, 355])
+exportRow = Buttons([exportCsv, exportPdf, scheduleBtn])
+exportCsv = Button("Export CSV", null, "primary")
+exportPdf = Button("Export PDF", null, "secondary")
+scheduleBtn = Button("Schedule weekly email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..143a2d363
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, kpiRow, visitorsChart, sourcesChart, campaignsTable, bestCallout, subsChart, rangeForm, actions], "card", "column", "l")
+header = CardHeader("Marketing Dashboard", "Weekly performance overview — last 30 days")
+kpiRow = Card([kpiVisitors, kpiConversion, kpiSubs], "sunk", "row", "l", "stretch", "evenly")
+kpiVisitors = TextContent("**Site visitors (30d)**\n\n# 248,630", "default")
+kpiConversion = TextContent("**Conversion rate**\n\n# 3.8%\n\n+0.4 pts vs prior period", "default")
+kpiSubs = TextContent("**New email subscribers (this month)**\n\n# 4,215", "default")
+visitorsHeading = Heading("Site visitors — last 30 days", "h3")
+visitorsChart = LineChart(visitorsLabels, [visitorsSeries], "natural", "Day", "Visitors")
+visitorsLabels = ["D1", "D3", "D5", "D7", "D9", "D11", "D13", "D15", "D17", "D19", "D21", "D23", "D25", "D27", "D29", "D30"]
+visitorsSeries = Series("Visitors", [6800, 7200, 6950, 8100, 8400, 7900, 8650, 9100, 8850, 9400, 9700, 9250, 10100, 10600, 11200, 10850])
+sourcesHeading = Heading("Top 5 traffic sources — share of sessions", "h3")
+sourcesChart = HorizontalBarChart(["Organic search", "Paid search", "Social", "Direct", "Email"], [sourcesSeries], "grouped", "Source", "Share %")
+sourcesSeries = Series("Share %", [38, 22, 16, 14, 10])
+campaignsHeading = Heading("Running campaigns — spend to date", "h3")
+campaignsTable = Table([campName, campSpend, campStatus])
+campName = Col("Campaign", ["Spring Launch", "Retargeting Q2", "Brand Awareness", "Webinar Funnel"])
+campSpend = Col("Spend", [18400, 12750, 9800, 6200], "number")
+campStatus = Col("Status", ["Active", "Active", "Active", "Active"])
+bestCallout = Callout("success", "Best performer: Retargeting Q2", "Highest ROAS at 5.2x — $12,750 spend generated $66,300 in attributed revenue with a 4.6% conversion rate.")
+subsHeading = Heading("Email subscriber growth — this month", "h3")
+subsChart = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subsSeries], "natural", "Week", "New subscribers")
+subsSeries = Series("New subscribers", [920, 1045, 1105, 1145])
+rangeHeading = Heading("Change date range", "h3")
+rangeForm = Form("date-range", rangeButtons, [rangeField])
+rangeField = FormControl("Report period", rangePicker, "Defaults to last 30 days")
+rangePicker = DatePicker("range", "range")
+rangeButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary")
+actions = Buttons([exportBtn, shareBtn])
+exportBtn = Button("Export report (CSV)", null, "primary")
+shareBtn = Button("Share dashboard", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..8e436bd1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-marketing__r4.txt
@@ -0,0 +1,34 @@
+root = Card([header, rangeRow, kpis, visitorsChart, sourcesChart, campaignsTable, bestCallout, subsChart, exportRow])
+header = CardHeader("Marketing Dashboard", "Weekly overview · Last updated today at 08:00")
+rangeRow = Form("date-range", rangeButtons, [rangeField])
+rangeField = FormControl("Date range", rangeSelect, "Applies to all charts and tables")
+rangeSelect = Select("range", [r7, r30, r90, rCustom], "Select range", null, "30")
+r7 = SelectItem("7", "Last 7 days")
+r30 = SelectItem("30", "Last 30 days")
+r90 = SelectItem("90", "Last 90 days")
+rCustom = SelectItem("custom", "Custom range")
+rangeButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary", null, "small")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Conversion rate", "Total visitors (30d)", "New email subscribers (this month)"])
+kpiValue = Col("Value", ["3.8%", "84,210", "+2,140"])
+kpiDelta = Col("Change", ["+0.4 pts vs prior 30d", "+12.3% vs prior 30d", "+18.6% vs last month"])
+visitorsChart = LineChart(days, [visitorsSeries], "natural", "Day", "Visitors")
+days = ["D1", "D2", "D3", "D4", "D5", "D6", "D7", "D8", "D9", "D10", "D11", "D12", "D13", "D14", "D15", "D16", "D17", "D18", "D19", "D20", "D21", "D22", "D23", "D24", "D25", "D26", "D27", "D28", "D29", "D30"]
+visitorsSeries = Series("Site visitors", [2140, 2280, 2410, 2350, 2600, 2890, 2740, 2520, 2610, 2780, 2900, 3050, 2980, 3120, 3300, 3180, 2960, 2840, 3010, 3150, 3280, 3420, 3360, 3210, 3090, 3240, 3380, 3510, 3460, 3580])
+sourcesChart = PieChart(sourceLabels, sourceValues, "donut")
+sourceLabels = ["Organic Search", "Paid Ads", "Social Media", "Email", "Referral"]
+sourceValues = [38, 24, 17, 13, 8]
+campaignsTable = Table([campName, campStatus, campSpend, campConv])
+campName = Col("Campaign", ["Spring Launch", "Retargeting Q2", "Brand Awareness", "Webinar Promo", "Referral Boost"])
+campStatus = Col("Status", ["Running", "Running", "Running", "Paused", "Running"])
+campSpend = Col("Spend (USD)", [12400, 8600, 15200, 3400, 5100], "number")
+campConv = Col("Conversions", [612, 388, 274, 121, 205], "number")
+bestCallout = Callout("success", "Best performer: Spring Launch", "Highest conversion count (612) at a 4.9% conversion rate and $20.26 cost per conversion — the most efficient running campaign this period.")
+subsChart = AreaChart(weeks, [subsSeries], "natural", "Week", "New subscribers")
+weeks = ["Week 1", "Week 2", "Week 3", "Week 4"]
+subsSeries = Series("New email subscribers", [410, 520, 560, 650])
+exportRow = Buttons([csvBtn, pdfBtn, shareBtn])
+csvBtn = Button("Export CSV", null, "primary")
+pdfBtn = Button("Export PDF", null, "secondary")
+shareBtn = Button("Share link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..006947c23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r1.txt
@@ -0,0 +1,43 @@
+root = Card([header, alert, kpis, charts, filterSection, ordersSection, actions, followups])
+header = CardHeader("E-Commerce Operations Desk", "Live overview — today")
+alert = Alert("Refund rate elevated", "Refund rate this month is 4.2%, above the 3% target", "warning")
+kpis = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Orders placed today", "Revenue today", "Average order value", "Refund rate (this month)"])
+kpiValue = Col("Value", [214, "$18,940", "$88.50", "4.2%"])
+kpiDelta = Col("vs. yesterday", ["+12%", "+9%", "-2%", "+0.6 pts"])
+charts = Card([volumeChart, refundChart], "sunk", "row", "l", "stretch")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Orders", [1180, 1325, 1260, 1490])
+refundChart = RadialChart(["Refunded", "Kept"], [4.2, 95.8])
+filterSection = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stProcessing, stShipped, stFulfilled, stRefunded], "All statuses")
+stAll = SelectItem("all", "All")
+stPending = SelectItem("pending", "Pending")
+stProcessing = SelectItem("processing", "Processing")
+stShipped = SelectItem("shipped", "Shipped")
+stFulfilled = SelectItem("fulfilled", "Fulfilled")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by customer name", searchInput, "Type a full or partial name")
+searchInput = Input("customer_search", "e.g. Maria Lopez")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = CardHeader("Recent Orders", "Latest 6 orders")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#ORD-10421", "#ORD-10420", "#ORD-10419", "#ORD-10418", "#ORD-10417", "#ORD-10416"])
+colCustomer = Col("Customer", ["Maria Lopez", "James Chen", "Aisha Khan", "Tom Becker", "Sofia Rossi", "Liam O'Neil"])
+colTotal = Col("Total", ["$124.00", "$86.50", "$210.75", "$45.20", "$98.00", "$132.40"])
+colStatus = Col("Status", ["Pending", "Processing", "Shipped", "Fulfilled", "Processing", "Refunded"])
+actions = Card([actionsHeader, fulfillRow], "sunk", "column", "m")
+actionsHeader = CardHeader("Fulfill an Order", "Mark a pending order as fulfilled")
+fulfillRow = Form("fulfill-order", fulfillButtons, [fulfillField])
+fulfillField = FormControl("Order ID", fulfillInput, "Enter the order ID to mark fulfilled")
+fulfillInput = Input("order_id", "#ORD-10421")
+fulfillButtons = Buttons([fulfillBtn])
+fulfillBtn = Button("Mark as fulfilled", null, "primary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only refunded orders")
+fu2 = FollowUpItem("Break down revenue by product category")
+fu3 = FollowUpItem("Export today's orders as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..b47bef5d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r2.txt
@@ -0,0 +1,33 @@
+root = Card([header, kpis, volumeChart, refundRow, filters, ordersTable, fulfillSection])
+header = CardHeader("E-Commerce Operations Desk", "Live overview — today")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Orders placed today", "Revenue today", "Average order value"])
+kpiValue = Col("Value", ["142", "$18,940", "$133.38"])
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Orders", [612, 688, 701, 764])
+refundRow = Progress(3.2, "Refund rate this month: 3.2%")
+filters = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stProcessing, stShipped, stDelivered, stRefunded], "All statuses")
+stAll = SelectItem("all", "All")
+stPending = SelectItem("pending", "Pending")
+stProcessing = SelectItem("processing", "Processing")
+stShipped = SelectItem("shipped", "Shipped")
+stDelivered = SelectItem("delivered", "Delivered")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by customer name", searchInput)
+searchInput = Input("customer_search", "e.g. Maria Chen")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#ORD-1042", "#ORD-1041", "#ORD-1040", "#ORD-1039", "#ORD-1038"])
+colCustomer = Col("Customer", ["Maria Chen", "James Okafor", "Lena Fischer", "Tom Alvarez", "Priya Nair"])
+colTotal = Col("Total", ["$214.50", "$89.99", "$342.00", "$57.25", "$128.75"])
+colStatus = Col("Status", ["Processing", "Pending", "Shipped", "Delivered", "Pending"])
+fulfillSection = Card([fulfillHeader, fulfillButtons], "sunk", "column", "m")
+fulfillHeader = CardHeader("Fulfillment", "Mark an open order as fulfilled")
+fulfillButtons = Buttons([f1, f2, f3])
+f1 = Button("Fulfill #ORD-1042")
+f2 = Button("Fulfill #ORD-1041")
+f3 = Button("Fulfill #ORD-1038")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..876aa3591
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r3.txt
@@ -0,0 +1,60 @@
+root = Card([header, opsAlert, kpiRow, sep1, chartHeading, volumeChart, sep2, ordersHeading, filtersForm, ordersTable, fulfillHeading, fulfillForm, sep3, followups])
+header = CardHeader("E-commerce Operations Desk", "Live snapshot — Monday, Nov 3")
+opsAlert = Callout("warning", "3 orders awaiting fulfillment", "Two processing and one pending order need action before the 4 PM carrier pickup.")
+kpiRow = Card([kpiOrders, kpiRevenue, kpiAov, kpiRefund], "clear", "row", "m")
+kpiOrders = Card([kpiOrdersLabel, kpiOrdersValue, kpiOrdersSub], "sunk", "column", "xs")
+kpiOrdersLabel = TextContent("Orders today", "small")
+kpiOrdersValue = TextContent("132", "large-heavy")
+kpiOrdersSub = TextContent("+11.9% vs yesterday", "small")
+kpiRevenue = Card([kpiRevenueLabel, kpiRevenueValue, kpiRevenueSub], "sunk", "column", "xs")
+kpiRevenueLabel = TextContent("Revenue today", "small")
+kpiRevenueValue = TextContent("$18,940", "large-heavy")
+kpiRevenueSub = TextContent("+8.2% vs yesterday", "small")
+kpiAov = Card([kpiAovLabel, kpiAovValue, kpiAovSub], "sunk", "column", "xs")
+kpiAovLabel = TextContent("Average order value", "small")
+kpiAovValue = TextContent("$143.48", "large-heavy")
+kpiAovSub = TextContent("-3.1% vs yesterday", "small")
+kpiRefund = Card([kpiRefundLabel, kpiRefundValue, kpiRefundSub], "sunk", "column", "xs")
+kpiRefundLabel = TextContent("Refund rate (this month)", "small")
+kpiRefundValue = TextContent("2.4%", "large-heavy")
+kpiRefundSub = TextContent("Below 3% target", "small")
+sep1 = Separator()
+chartHeading = Heading("Order volume — past 4 weeks", "h3")
+volumeChart = BarChart(["Oct 6–12", "Oct 13–19", "Oct 20–26", "Oct 27–Nov 2"], [ordersSeries, refundsSeries], "grouped", "Week", "Count")
+ordersSeries = Series("Orders", [412, 468, 451, 523])
+refundsSeries = Series("Refunds", [9, 12, 8, 14])
+sep2 = Separator()
+ordersHeading = Heading("Recent orders", "h3")
+filtersForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Status", statusSelect, "Narrow the list by fulfillment status")
+statusSelect = Select("status", [stAll, stPending, stProcessing, stShipped, stDelivered, stRefunded], "All statuses")
+stAll = SelectItem("all", "All statuses")
+stPending = SelectItem("pending", "Pending")
+stProcessing = SelectItem("processing", "Processing")
+stShipped = SelectItem("shipped", "Shipped")
+stDelivered = SelectItem("delivered", "Delivered")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Customer", searchInput, "Search by customer name")
+searchInput = Input("customer", "e.g. Maya Chen")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477", "#10476", "#10475"])
+colCustomer = Col("Customer", ["Maya Chen", "Jonas Weber", "Priya Nair", "Sam Ortega", "Lena Fischer", "David Kim", "Aisha Bello", "Tom Alvarez"])
+colTotal = Col("Total", ["$212.00", "$89.50", "$430.25", "$59.99", "$178.40", "$322.10", "$96.75", "$145.00"])
+colStatus = Col("Status", ["Processing", "Pending", "Shipped", "Delivered", "Refunded", "Processing", "Shipped", "Delivered"])
+fulfillHeading = Heading("Fulfill an order", "h3")
+fulfillForm = Form("mark-fulfilled", fulfillButtons, [fulfillField])
+fulfillField = FormControl("Order to fulfill", fulfillSelect, "Only unfulfilled orders are listed")
+fulfillSelect = Select("order_id", [fo1, fo2, fo3], "Select an order")
+fo1 = SelectItem("10482", "#10482 — Maya Chen — Processing")
+fo2 = SelectItem("10481", "#10481 — Jonas Weber — Pending")
+fo3 = SelectItem("10477", "#10477 — David Kim — Processing")
+fulfillButtons = Buttons([fulfillBtn])
+fulfillBtn = Button("Mark as fulfilled", null, "primary")
+sep3 = Separator()
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only refunded orders")
+fu2 = FollowUpItem("Export today's orders as CSV")
+fu3 = FollowUpItem("Compare this week with last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..28bde1b4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-orders__r4.txt
@@ -0,0 +1,32 @@
+root = Card([header, kpis, filters, chartHeader, volumeChart, ordersHeader, ordersTable, fulfillNote, fulfillActions])
+header = CardHeader("E-commerce Operations Desk", "Live overview — today")
+kpis = Table([kpiLabel, kpiValue, kpiNote])
+kpiLabel = Col("Metric", ["Orders placed today", "Revenue today", "Average order value", "Refund rate (this month)"])
+kpiValue = Col("Value", [184, "$24,930", "$135.49", "2.4%"])
+kpiNote = Col("Trend", ["+12% vs yesterday", "+8% vs yesterday", "+$4.20 vs yesterday", "-0.3 pts vs last month"])
+filters = Form("order-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search by customer name", searchInput, "Type any part of a customer's name")
+searchInput = Input("customer_search", "e.g. Maya Chen")
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stProcessing, stShipped, stFulfilled, stRefunded], "All statuses", null, "all")
+stAll = SelectItem("all", "All statuses")
+stPending = SelectItem("pending", "Pending")
+stProcessing = SelectItem("processing", "Processing")
+stShipped = SelectItem("shipped", "Shipped")
+stFulfilled = SelectItem("fulfilled", "Fulfilled")
+stRefunded = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+chartHeader = Heading("Order volume — past 4 weeks", "h3")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Orders", [1042, 1187, 1130, 1296])
+ordersHeader = Heading("Recent orders", "h3")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#ORD-10482", "#ORD-10481", "#ORD-10480", "#ORD-10479", "#ORD-10478", "#ORD-10477"])
+colCustomer = Col("Customer", ["Maya Chen", "Liam O'Connor", "Sofia Reyes", "Noah Kim", "Ava Novak", "Ethan Wright"])
+colTotal = Col("Total", ["$212.40", "$89.99", "$154.25", "$67.50", "$301.10", "$128.75"])
+colStatus = Col("Status", ["Processing", "Pending", "Shipped", "Pending", "Fulfilled", "Refunded"])
+fulfillNote = TextContent("Select an order above, then mark it fulfilled once it has been picked, packed, and handed to the carrier.", "small")
+fulfillActions = Buttons([fulfillBtn])
+fulfillBtn = Button("Mark selected order fulfilled", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r1.txt
new file mode 100644
index 000000000..b68524fa2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r1.txt
@@ -0,0 +1,49 @@
+root = Card([header, regionPicker, uptimeKpi, errorKpi, sep1, usageChart, sep2, incidentsHeader, incidentsTable, ackButtons, sep3, slowestHeader, slowestTable, sep4, alertForm])
+header = CardHeader("Service Health — On-Call View", "payments-api · production · last updated 2 min ago")
+regionPicker = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Narrow to one region", regionSelect, "Filters all metrics and incidents below")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuWest, regApSe], "All regions", null, "all")
+regAll = SelectItem("all", "All regions")
+regUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regApSe = SelectItem("ap-southeast-1", "AP Southeast (Singapore)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply region filter", null, "primary")
+uptimeKpi = Callout("success", "Uptime this quarter: 99.97%", "Q3 to date · 13 minutes of downtime against a 99.9% SLO — error budget healthy")
+errorKpi = Callout("warning", "Error rate right now: 2.4%", "5xx responses over the last 5 minutes · baseline is 0.3% — elevated, see open incidents")
+sep1 = Separator()
+usageChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [cpuSeries, memSeries], "natural", "Past 24 hours", "Usage %")
+cpuSeries = Series("CPU %", [22, 19, 17, 21, 38, 55, 63, 71, 68, 59, 47, 34])
+memSeries = Series("Memory %", [41, 40, 39, 42, 51, 58, 64, 72, 75, 69, 61, 52])
+sep2 = Separator()
+incidentsHeader = Heading("Open incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSeverity, incAge])
+incId = Col("ID", ["INC-4821", "INC-4824", "INC-4827"])
+incTitle = Col("Incident", ["Elevated 5xx on /checkout", "DB replica lag in eu-west-1", "Queue consumer backlog"])
+incSeverity = Col("Severity", ["SEV1", "SEV2", "SEV3"])
+incAge = Col("Age", ["18 min", "1 h 4 min", "3 h 22 min"])
+ackButtons = Buttons([ack1, ack2, ack3])
+ack1 = Button("Acknowledge INC-4821", ["ack", "INC-4821"], "primary")
+ack2 = Button("Acknowledge INC-4824", ["ack", "INC-4824"], "secondary")
+ack3 = Button("Acknowledge INC-4827", ["ack", "INC-4827"], "secondary")
+sep3 = Separator()
+slowestHeader = Heading("Five slowest endpoints (p95 latency, last hour)", "h3")
+slowestTable = Table([epPath, epLatency, epChange])
+epPath = Col("Endpoint", ["POST /checkout", "GET /orders/search", "GET /users/{id}/history", "POST /refunds", "GET /reports/export"])
+epLatency = Col("p95 latency", ["1,840 ms", "1,210 ms", "940 ms", "720 ms", "655 ms"], "number")
+epChange = Col("vs yesterday", ["+310 ms", "+85 ms", "-40 ms", "+120 ms", "+15 ms"])
+sep4 = Separator()
+alertForm = Form("alert-threshold", alertButtons, [metricField, thresholdField, windowField])
+metricField = FormControl("Metric", metricSelect)
+metricSelect = Select("metric", [mErr, mCpu, mMem, mLat], "Choose a metric", null, "error_rate")
+mErr = SelectItem("error_rate", "Error rate (%)")
+mCpu = SelectItem("cpu", "CPU usage (%)")
+mMem = SelectItem("memory", "Memory usage (%)")
+mLat = SelectItem("latency", "p95 latency (ms)")
+thresholdField = FormControl("Threshold", thresholdInput, "Alert fires when the metric exceeds this value")
+thresholdInput = Input("threshold", "e.g. 5", "number")
+windowField = FormControl("Evaluation window (minutes)", windowSlider)
+windowSlider = Slider("window", "discrete", 1, 60, 1, [5], "Minutes")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save alert threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r2.txt
new file mode 100644
index 000000000..8e5102c69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r2.txt
@@ -0,0 +1,67 @@
+root = Card([header, uptimeSection, sep1, metricsSection, sep2, errorSection, sep3, incidentsSection, sep4, regionSection, sep5, slowestSection, sep6, thresholdSection, sep7, ackSection])
+header = CardHeader("Service Health — payments-api", "On-call view · Last updated 2 min ago")
+uptimeSection = Card([uptimeHeader, uptimeBar, uptimeNote], "sunk", "column", "s")
+uptimeHeader = Heading("Uptime this quarter", "h3")
+uptimeBar = Progress(99.97, "Q3 uptime: 99.97% (target 99.9%)")
+uptimeNote = TextContent("Total downtime: 1h 12m across 2 incidents. SLA met.", "small")
+sep1 = Separator()
+metricsSection = Card([metricsHeader, metricsChart], "sunk", "column", "s")
+metricsHeader = Heading("CPU & memory — past 24 hours", "h3")
+metricsChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"], [cpuSeries, memSeries], "natural", "Time", "Usage %")
+cpuSeries = Series("CPU %", [34, 28, 41, 62, 58, 47, 39])
+memSeries = Series("Memory %", [61, 60, 64, 71, 69, 66, 63])
+sep2 = Separator()
+errorSection = Card([errorHeader, errorRow], "sunk", "column", "s")
+errorHeader = Heading("Error rate right now", "h3")
+errorRow = Card([errorBadge, errorText], "clear", "row", "m", "center")
+errorBadge = Badge("2.4% — Elevated", "destructive")
+errorText = TextContent("Baseline is 0.5%. Spike began ~14:32 UTC, correlated with deploy #4821.", "small")
+sep3 = Separator()
+incidentsSection = Card([incidentsHeader, incidentsTable], "sunk", "column", "s")
+incidentsHeader = Heading("Open incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSeverity, incAge])
+incId = Col("ID", ["INC-1042", "INC-1045", "INC-1047"])
+incTitle = Col("Title", ["Elevated 5xx on /checkout", "DB replica lag in eu-west-1", "Queue backlog in notification-worker"])
+incSeverity = Col("Severity", ["SEV1", "SEV2", "SEV3"])
+incAge = Col("Age", ["47m", "2h 10m", "35m"])
+sep4 = Separator()
+regionSection = Card([regionHeader, regionForm], "sunk", "column", "s")
+regionHeader = Heading("Filter by region", "h3")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Charts, incidents, and endpoints will refresh")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuWest, regApSe], "Choose a region", null, "all")
+regAll = SelectItem("all", "All regions")
+regUsEast = SelectItem("us-east-1", "us-east-1")
+regUsWest = SelectItem("us-west-2", "us-west-2")
+regEuWest = SelectItem("eu-west-1", "eu-west-1")
+regApSe = SelectItem("ap-southeast-2", "ap-southeast-2")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Apply region filter", null, "primary")
+sep5 = Separator()
+slowestSection = Card([slowestHeader, slowestTable], "sunk", "column", "s")
+slowestHeader = Heading("Five slowest endpoints (p95 latency)", "h3")
+slowestTable = Table([epPath, epLatency, epChange])
+epPath = Col("Endpoint", ["POST /checkout/confirm", "GET /users/{id}/orders", "POST /payments/authorize", "GET /reports/export", "POST /webhooks/stripe"])
+epLatency = Col("p95 latency (ms)", [1840, 1420, 1185, 960, 845])
+epChange = Col("vs yesterday", ["+38%", "+12%", "+5%", "-3%", "+21%"])
+sep6 = Separator()
+thresholdSection = Card([thresholdHeader, thresholdForm], "sunk", "column", "s")
+thresholdHeader = Heading("Set alert threshold", "h3")
+thresholdForm = Form("alert-threshold", thresholdButtons, [thresholdMetricField, thresholdValueField])
+thresholdMetricField = FormControl("Metric", thresholdMetricSelect)
+thresholdMetricSelect = Select("metric", [tmError, tmCpu, tmMem, tmLatency], "Choose a metric", null, "error_rate")
+tmError = SelectItem("error_rate", "Error rate (%)")
+tmCpu = SelectItem("cpu", "CPU usage (%)")
+tmMem = SelectItem("memory", "Memory usage (%)")
+tmLatency = SelectItem("latency", "p95 latency (ms)")
+thresholdValueField = FormControl("Threshold", thresholdSlider, "Alert fires when the metric exceeds this value for 5 minutes")
+thresholdSlider = Slider("threshold", "continuous", 0, 100, 1, [5])
+thresholdButtons = Buttons([thresholdSave])
+thresholdSave = Button("Save alert threshold", null, "primary")
+sep7 = Separator()
+ackSection = Card([ackHeader, ackText, ackButtons], "sunk", "column", "s")
+ackHeader = Heading("Acknowledge an incident", "h3")
+ackText = TextContent("Acknowledging INC-1042 (SEV1) notifies the team that you are investigating.", "small")
+ackButtons = Buttons([ackBtn, escalateBtn])
+ackBtn = Button("Acknowledge INC-1042", null, "primary")
+escalateBtn = Button("Escalate to SEV0 bridge", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r3.txt
new file mode 100644
index 000000000..ce6fba24a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r3.txt
@@ -0,0 +1,47 @@
+root = Card([header, regionPicker, uptimeKpi, errorKpi, sep1, usageChart, sep2, incidentsHeader, incidentsTable, ackButtons, sep3, slowHeader, slowTable, sep4, alertForm])
+header = CardHeader("Service Health — On-Call View", "payments-api · production · updated 2 min ago")
+regionPicker = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow all metrics to a single region")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuWest, regApSe], "All regions", null, "all")
+regAll = SelectItem("all", "All regions")
+regUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regApSe = SelectItem("ap-southeast-1", "AP Southeast (Singapore)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply region filter", null, "primary")
+uptimeKpi = Progress(99.97, "Uptime this quarter: 99.97% (target 99.95%)")
+errorKpi = Callout("warning", "Error rate right now: 1.8%", "5xx responses over the last 5 minutes — above the 1% warning threshold")
+sep1 = Separator()
+usageChart = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"], [cpuSeries, memSeries], "natural", "Past 24 hours", "Usage %")
+cpuSeries = Series("CPU %", [34, 28, 31, 52, 68, 74, 61, 47, 55])
+memSeries = Series("Memory %", [58, 57, 59, 63, 71, 76, 69, 62, 66])
+sep2 = Separator()
+incidentsHeader = Heading("Open incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSev, incAge])
+incId = Col("ID", ["INC-4821", "INC-4824", "INC-4827"])
+incTitle = Col("Incident", ["Elevated 5xx on checkout", "DB replica lag in eu-west-1", "Queue backlog: email-worker"])
+incSev = Col("Severity", ["SEV1", "SEV2", "SEV3"])
+incAge = Col("Open for", ["42 min", "2 h 10 min", "5 h 30 min"])
+ackButtons = Buttons([ack1, ack2, ack3])
+ack1 = Button("Acknowledge INC-4821", null, "primary")
+ack2 = Button("Acknowledge INC-4824", null, "secondary")
+ack3 = Button("Acknowledge INC-4827", null, "secondary")
+sep3 = Separator()
+slowHeader = Heading("Slowest endpoints (p95 latency, last hour)", "h3")
+slowTable = Table([epPath, epLatency, epChange])
+epPath = Col("Endpoint", ["POST /v1/checkout", "GET /v1/orders/search", "POST /v1/refunds", "GET /v1/customers/{id}", "POST /v1/webhooks/retry"])
+epLatency = Col("p95 latency", ["1,240 ms", "980 ms", "860 ms", "720 ms", "640 ms"], "string")
+epChange = Col("vs yesterday", ["+38%", "+12%", "+5%", "-3%", "+9%"])
+sep4 = Separator()
+alertForm = Form("alert-threshold", alertButtons, [threshField, metricField])
+threshField = FormControl("Alert threshold (%)", threshInput, "Page the on-call when the metric exceeds this value for 5 minutes")
+threshInput = Input("threshold", "e.g. 2.0", "number", null, "2.0")
+metricField = FormControl("Metric", metricSelect)
+metricSelect = Select("metric", [mErr, mCpu, mMem, mLat], "Choose a metric", null, "error_rate")
+mErr = SelectItem("error_rate", "Error rate")
+mCpu = SelectItem("cpu", "CPU usage")
+mMem = SelectItem("memory", "Memory usage")
+mLat = SelectItem("latency", "p95 latency")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save alert threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r4.txt
new file mode 100644
index 000000000..c5fa2fbe8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b3-server__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, regionPicker, uptime, errorNow, resourceCharts, incidents, slowEndpoints, alertConfig])
+header = CardHeader("Service Health — On-Call View", "payments-api · last refreshed 30s ago")
+regionPicker = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Filter all metrics to one region")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEuWest, regApSouth], "Select a region", null, "us-east-1", "medium")
+regAll = SelectItem("all", "All regions")
+regUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regApSouth = SelectItem("ap-south-1", "Asia Pacific (Mumbai)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply filter", null, "primary", "normal", "small")
+uptime = Card([uptimeHeader, uptimeChart, uptimeNote], "sunk", "column", "m")
+uptimeHeader = CardHeader("Uptime — This Quarter", "99.97% availability · target 99.95%")
+uptimeChart = LineChart(["Jan W1", "Jan W2", "Jan W3", "Jan W4", "Feb W1", "Feb W2", "Feb W3", "Feb W4", "Mar W1", "Mar W2"], [uptimeSeries], "natural", "Week", "Uptime %")
+uptimeSeries = Series("Uptime %", [100, 99.98, 99.99, 100, 99.91, 99.99, 100, 99.96, 99.98, 100])
+uptimeNote = TextContent("Total downtime this quarter: 2h 14m (mostly Feb W1 deploy incident).", "small")
+errorNow = Alert("Error rate: 2.3% — elevated", "Current 5xx rate is 2.3% over the last 5 minutes (baseline 0.4%). Correlated with incident INC-1042.", "warning")
+resourceCharts = Card([resHeader, cpuChart, memChart], "sunk", "column", "m")
+resHeader = CardHeader("Resource Usage — Past 24 Hours", "Cluster-wide, us-east-1")
+cpuChart = AreaChart(hours, [cpuSeries], "natural", "Hour", "CPU %")
+memChart = AreaChart(hours, [memSeries], "natural", "Hour", "Memory %")
+hours = ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"]
+cpuSeries = Series("CPU %", [31, 28, 25, 33, 48, 62, 71, 68, 74, 66, 52, 41])
+memSeries = Series("Memory %", [54, 55, 53, 56, 61, 67, 72, 70, 75, 71, 64, 58])
+incidents = Card([incHeader, incTable, incActions], "card", "column", "m")
+incHeader = CardHeader("Open Incidents", "3 active · acknowledge to take ownership")
+incTable = Table([incId, incTitle, incSev, incAge])
+incId = Col("ID", ["INC-1042", "INC-1043", "INC-1044"])
+incTitle = Col("Title", ["5xx spike on /checkout", "Elevated latency EU West", "Queue backlog growing"])
+incSev = Col("Severity", ["SEV1", "SEV2", "SEV3"])
+incAge = Col("Age", ["18m", "1h 4m", "3h 22m"])
+incActions = Buttons([ackBtn1, ackBtn2, ackBtn3], "row")
+ackBtn1 = Button("Acknowledge INC-1042", ["ack", "INC-1042"], "primary", "normal", "small")
+ackBtn2 = Button("Acknowledge INC-1043", ["ack", "INC-1043"], "secondary", "normal", "small")
+ackBtn3 = Button("Acknowledge INC-1044", ["ack", "INC-1044"], "secondary", "normal", "small")
+slowEndpoints = Card([slowHeader, slowChart], "sunk", "column", "m")
+slowHeader = CardHeader("Slowest Endpoints", "p95 latency, last hour")
+slowChart = HorizontalBarChart(["/checkout/confirm", "/reports/export", "/search/autocomplete", "/users/profile", "/orders/history"], [latSeries], null, "p95 latency (ms)", "Endpoint")
+latSeries = Series("p95 ms", [1840, 1620, 980, 720, 610])
+alertConfig = Form("alert-threshold", alertButtons, [thresholdField, windowField, channelField])
+thresholdField = FormControl("Error-rate threshold (%)", thresholdInput, "Page on-call when 5xx rate exceeds this for the window below")
+thresholdInput = Input("threshold", "e.g. 1.5", "number", null, "1.5")
+windowField = FormControl("Evaluation window", windowSelect)
+windowSelect = Select("window", [win5, win15, win60], "Choose window", null, "5m")
+win5 = SelectItem("5m", "5 minutes")
+win15 = SelectItem("15m", "15 minutes")
+win60 = SelectItem("60m", "60 minutes")
+channelField = FormControl("Notify via", channelChecks)
+channelChecks = CheckBoxGroup("channels", [chPager, chSlack, chEmail])
+chPager = CheckBoxItem("PagerDuty", "Pages primary on-call", "pagerduty", true)
+chSlack = CheckBoxItem("Slack", "Posts to #on-call-alerts", "slack", true)
+chEmail = CheckBoxItem("Email", "Sends digest email", "email", false)
+alertButtons = Buttons([saveAlertBtn, resetAlertBtn])
+saveAlertBtn = Button("Save alert rule", null, "primary")
+resetAlertBtn = Button("Reset to defaults", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..e7f0e9bcf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r1.txt
@@ -0,0 +1,61 @@
+root = Card([header, alerts, kpis, flightsTable, delays, gateChanges, crews, weather, connections, rebookDialog, hubSwitcher])
+header = CardHeader("Hub Operations Desk — ATL (Atlanta)", "Live operations overview · Today · Updated 14:32 EST")
+alerts = Callout("warning", "Weather Advisory Active", "Thunderstorm cell approaching from the southwest. Ground stop possible 15:00–16:30 EST. Expect departure delays of 30–60 min.")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["On-time performance", "Avg passenger load", "Cancellations today", "Avg turnaround time"])
+kpiValue = Col("Value", ["82.4%", "87%", "11 flights", "38 min"])
+flightsHeader = CardHeader("Flight Board", "Active departures and arrivals")
+flightsTable = Table([fNum, fRoute, fGate, fStatus])
+fNum = Col("Flight", ["DL1205", "DL882", "DL1543", "DL2090", "DL417", "DL3011"])
+fRoute = Col("Route", ["ATL→JFK", "ATL→LAX", "ATL→ORD", "ATL→MIA", "ATL→DFW", "ATL→SEA"])
+fGate = Col("Gate", ["A12", "B7", "C22", "A3", "D15", "E9"])
+fStatus = Col("Status", ["On time", "Delayed 45m", "Boarding", "Delayed 70m", "On time", "Cancelled"])
+delays = TextCallout("danger", "Delayed Flights", "DL882 to LAX delayed 45 min (late inbound). DL2090 to MIA delayed 70 min (weather). DL3011 to SEA cancelled — 142 passengers require rebooking.")
+gateHeader = CardHeader("Recent Gate Changes", "Last 2 hours")
+gateChanges = ListBlock([gc1, gc2, gc3])
+gc1 = ListItem("DL1543 → Gate C22 (was C8)", "13:55 · Equipment swap to A321")
+gc2 = ListItem("DL2090 → Gate A3 (was A17)", "13:20 · Congestion at Concourse A north")
+gc3 = ListItem("DL417 → Gate D15 (was D2)", "12:48 · Maintenance at original gate")
+crewHeader = CardHeader("Crews Available for Reassignment", "Reserve and standby crews")
+crews = Table([crewId, crewType, crewBase, crewAvail])
+crewId = Col("Crew", ["CR-2214", "CR-2309", "CR-2147", "CR-2418"])
+crewType = Col("Type", ["Full crew (B737)", "FA only (x3)", "Full crew (A320)", "Flight deck (B767)"])
+crewBase = Col("Base", ["ATL", "ATL", "ATL", "ATL"])
+crewAvail = Col("Available From", ["Now", "15:10", "14:45", "16:00"])
+weather = BarChart(["14:00", "15:00", "16:00", "17:00", "18:00"], [windSeries, visSeries], "grouped", "Time (EST)", "Impact index")
+windSeries = Series("Wind gust risk", [2, 5, 7, 4, 2])
+visSeries = Series("Visibility risk", [1, 4, 8, 6, 3])
+connHeader = CardHeader("Connections at Risk", "Tight connections under 35 min")
+connections = Table([cPax, cInbound, cOutbound, cWindow])
+cPax = Col("Passengers", ["14", "9", "6"])
+cInbound = Col("Inbound", ["DL882 (LAX orig.)", "DL2090 (MIA orig.)", "DL771 from BOS"])
+cOutbound = Col("Outbound", ["DL3011→SEA", "DL1543→ORD", "DL1205→JFK"])
+cWindow = Col("Connection Window", ["22 min", "28 min", "31 min"])
+rebookDialog = DialogBlock("Rebook Affected Passengers", "Passenger Rebooking", "Select affected flight and choose a rebooking option for impacted passengers.", [rebookForm])
+rebookForm = Form("rebook", rebookButtons, [rfFlight, rfOption, rfNotes])
+rfFlight = FormControl("Affected flight", rfFlightSelect)
+rfFlightSelect = Select("flight", [rfOpt1, rfOpt2, rfOpt3], "Choose flight")
+rfOpt1 = SelectItem("DL3011", "DL3011 → SEA (Cancelled)")
+rfOpt2 = SelectItem("DL882", "DL882 → LAX (Delayed 45m)")
+rfOpt3 = SelectItem("DL2090", "DL2090 → MIA (Delayed 70m)")
+rfOption = FormControl("Rebooking option", rfRadio)
+rfRadio = RadioGroup("option", [rfNext, rfAlt, rfRefund])
+rfNext = RadioItem("Next available flight", "Same route, next departure", "next")
+rfAlt = RadioItem("Alternate routing", "Via connecting hub", "alt")
+rfRefund = RadioItem("Refund / travel credit", "Full refund or eCredit", "refund")
+rfNotes = FormControl("Notes", rfNotesInput)
+rfNotesInput = TextArea("notes", "Special handling, VIP passengers, meal vouchers...", 3)
+rebookButtons = Buttons([rebookSubmit, rebookCancel])
+rebookSubmit = Button("Confirm Rebooking", null, "primary")
+rebookCancel = Button("Cancel", null, "tertiary")
+hubSwitcher = DrawerBlock("Switch Hub", "Select Hub", "View operations at a different hub airport.", [hubForm])
+hubForm = Form("hub-select", hubButtons, [hubField])
+hubField = FormControl("Hub airport", hubSelect, "Operational desks available at major hubs")
+hubSelect = Select("hub", [hubATL, hubJFK, hubLAX, hubORD, hubDFW], "Choose a hub")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubJFK = SelectItem("JFK", "New York (JFK)")
+hubLAX = SelectItem("LAX", "Los Angeles (LAX)")
+hubORD = SelectItem("ORD", "Chicago (ORD)")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubButtons = Buttons([hubGo])
+hubGo = Button("View Hub", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..8b211673c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r2.txt
@@ -0,0 +1,69 @@
+root = Card([header, hubPicker, kpis, alertsRow, flightsHeader, flightsTable, delayedCallout, gateChanges, crewsSection, weatherSection, connectionsSection, rebookSection])
+header = CardHeader("Airline Hub Operations Desk — ATL", "Today, live status as of 14:32 local")
+hubPicker = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect)
+hubSelect = Select("hub", [hubATL, hubJFK, hubORD, hubDFW, hubDEN], "Select hub", null, "ATL")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubJFK = SelectItem("JFK", "New York (JFK)")
+hubORD = SelectItem("ORD", "Chicago (ORD)")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubDEN = SelectItem("DEN", "Denver (DEN)")
+hubButtons = Buttons([hubGoBtn])
+hubGoBtn = Button("Switch hub", null, "secondary")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["On-time performance today", "Average passenger load", "Cancellations today", "Average turnaround time"])
+kpiValue = Col("Value", ["84.2%", "81%", "7 flights", "42 min"])
+kpiNote = Col("Detail", ["Target 87% — below target", "Across 214 departures", "3 weather, 2 crew, 2 maintenance", "Target 40 min"])
+alertsRow = Alert("Operations summary", "12 delayed departures, 7 cancellations, 2 active weather advisories. 9 connections at risk.", "warning")
+flightsHeader = Heading("Departures — next 6 hours", "h3")
+flightsTable = Table([fNum, fRoute, fGate, fStatus])
+fNum = Col("Flight", ["DL1024", "DL882", "DL1550", "DL301", "DL2210", "DL774", "DL1490", "DL555"])
+fRoute = Col("Route", ["ATL → LAX", "ATL → JFK", "ATL → MIA", "ATL → SEA", "ATL → BOS", "ATL → DEN", "ATL → ORD", "ATL → SFO"])
+fGate = Col("Gate", ["A12", "B7", "C3", "D21", "A5", "B14", "C9", "D2"])
+fStatus = Col("Status", ["On time", "Delayed 45m", "Boarding", "Delayed 25m", "Cancelled", "On time", "Delayed 60m", "On time"])
+delayedCallout = Callout("warning", "Delayed flights", "DL882 (ATL→JFK) +45m — late inbound aircraft. DL301 (ATL→SEA) +25m — crew swap. DL1490 (ATL→ORD) +60m — weather at destination. Cancelled: DL2210 (ATL→BOS), DL918, DL1330, DL2077, DL640, DL1712, DL445.")
+gateChanges = ListBlock([gc1, gc2, gc3])
+gc1 = ListItem("DL882 — gate B7 → B22", "Changed 14:05, equipment swap to A321", null, "Notify passengers")
+gc2 = ListItem("DL774 — gate B14 → A18", "Changed 13:48, gate congestion", null, "Notify passengers")
+gc3 = ListItem("DL555 — gate D2 → D9", "Changed 13:20, maintenance hold at D2", null, "Notify passengers")
+crewsSection = SectionBlock([crewItem], true)
+crewItem = SectionItem("crews", "Crews available for reassignment (6)", [crewTable])
+crewTable = Table([crewId, crewType, crewBase, crewAvail])
+crewId = Col("Crew", ["Crew 4412", "Crew 3398", "Crew 5107", "Crew 2260", "Crew 4871", "Crew 3905"])
+crewType = Col("Type", ["A320 full crew", "B737 full crew", "A321 full crew", "Flight attendants (4)", "B757 full crew", "First officer + FA (3)"])
+crewBase = Col("Base", ["ATL", "ATL", "ATL", "ATL", "ATL", "ATL"])
+crewAvail = Col("Available until", ["18:00", "16:30", "20:15", "17:45", "19:00", "22:00"])
+weatherSection = SectionBlock([wxItem], true)
+wxItem = SectionItem("weather", "Weather advisories at ATL (2 active)", [wx1, wx2])
+wx1 = Alert("Thunderstorm cell", "Convective activity 15:30–17:00 local. Expect ground stops and 20–40 min departure delays.", "warning")
+wx2 = Alert("Crosswind advisory", "Gusts to 32 kt on runways 08/26 until 16:00. Single-runway ops possible.", "info")
+connectionsSection = SectionBlock([connItem], true)
+connItem = SectionItem("connections", "Connections at risk of being missed (9)", [connTable])
+connTable = Table([connPax, connFrom, connTo, connWindow])
+connPax = Col("Passengers", ["4", "2", "1", "2"])
+connFrom = Col("Inbound", ["DL882 from JFK leg", "DL301 from SEA leg", "DL1490 from ORD leg", "DL882 from JFK leg"])
+connTo = Col("Onward flight", ["DL610 → SJU", "DL90 → PDX", "DL1442 → DFW", "DL720 → LAS"])
+connWindow = Col("Connection window", ["12 min", "18 min", "9 min", "15 min"])
+rebookSection = SectionBlock([rebookItem], true)
+rebookItem = SectionItem("rebook", "Rebook affected passengers", [rebookForm])
+rebookForm = Form("rebook-pax", rebookButtons, [rebookFlightField, rebookPaxField, rebookTargetField, rebookPriorityField])
+rebookFlightField = FormControl("Affected flight", rebookFlightSelect)
+rebookFlightSelect = Select("affected_flight", [rb1, rb2, rb3, rb4], "Select flight")
+rb1 = SelectItem("DL2210", "DL2210 (cancelled, ATL→BOS)")
+rb2 = SelectItem("DL882", "DL882 (delayed 45m)")
+rb3 = SelectItem("DL1490", "DL1490 (delayed 60m)")
+rb4 = SelectItem("DL301", "DL301 (delayed 25m)")
+rebookPaxField = FormControl("Passenger name or PNR", rebookPaxInput, "Search by booking reference")
+rebookPaxInput = Input("pnr", "e.g. X7K2PQ or Smith, John")
+rebookTargetField = FormControl("Rebook onto", rebookTargetSelect)
+rebookTargetSelect = Select("target_flight", [rt1, rt2, rt3], "Select new flight")
+rt1 = SelectItem("DL2216", "DL2216 — dep 16:40 (12 seats)")
+rt2 = SelectItem("DL2228", "DL2228 — dep 18:15 (27 seats)")
+rt3 = SelectItem("Partner", "Partner airline option")
+rebookPriorityField = FormControl("Priority", rebookPriorityRadio)
+rebookPriorityRadio = RadioGroup("priority", [rp1, rp2], "standard")
+rp1 = RadioItem("Standard", "Normal rebooking queue", "standard")
+rp2 = RadioItem("Urgent", "Missed connection / premium cabin", "urgent")
+rebookButtons = Buttons([rebookSubmit, rebookCancel])
+rebookSubmit = Button("Confirm rebooking", null, "primary")
+rebookCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..9ce9d3132
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r3.txt
@@ -0,0 +1,84 @@
+root = Card([header, kpiRow, alertsRow, flightsSection, opsRow, rebookSection, hubSwitcher, followUps])
+header = CardHeader("Hub Operations Desk — ATL (Atlanta)", "Today · All times local · Live feed")
+kpiRow = Card([otpCard, loadCard, turnCard, cancelCard], "clear", "row", "m", "stretch", "start", true)
+otpCard = Card([otpTitle, otpChart], "sunk", "column", "s")
+otpTitle = TextContent("1. On-Time Performance Today", "small-heavy")
+otpChart = RadialChart(["Departed On Time", "Delayed", "Cancelled"], [78, 18, 4])
+loadCard = Card([loadTitle, loadProgress, loadNote], "sunk", "column", "s")
+loadTitle = TextContent("7. Avg Passenger Load Today", "small-heavy")
+loadProgress = Progress(84, "84% average load factor")
+loadNote = TextContent("Peak banks: 09:00–11:00 and 17:00–19:00 running above 92%.", "small")
+turnCard = Card([turnTitle, turnProgress, turnNote], "sunk", "column", "s")
+turnTitle = TextContent("12. Avg Turnaround Time", "small-heavy")
+turnProgress = Progress(62, "47 min avg (target 40 min)")
+turnNote = TextContent("Narrow-body: 42 min · Wide-body: 78 min", "small")
+cancelCard = Card([cancelTitle, cancelTable], "sunk", "column", "s")
+cancelTitle = TextContent("11. Cancellations Today (6)", "small-heavy")
+cancelTable = Table([cxNum, cxRoute, cxReason])
+cxNum = Col("Flight", ["DL2210", "DL884", "DL1547", "DL302", "DL990", "DL4415"])
+cxRoute = Col("Route", ["ATL→BOS", "ATL→SEA", "ATL→DEN", "ATL→MIA", "ATL→LAX", "ATL→ORD"])
+cxReason = Col("Reason", ["Weather", "Crew", "Mechanical", "Weather", "ATC", "Weather"])
+alertsRow = Card([delayedAlert, weatherAlert], "clear", "row", "m", "stretch", "start", true)
+delayedAlert = Alert("3. Delayed Flights — 9 active", "DL1205 (ATL→JFK) +65 min · DL773 (ATL→LHR) +40 min · DL2211 (ATL→DFW) +55 min · 6 others delayed 15–30 min", "warning")
+weatherAlert = Alert("6. Weather Advisories at ATL", "Thunderstorm cell expected 15:00–17:30 — ground stop possible. Crosswind gusts to 28 kt on RWY 08L. De-ice not required.", "destructive")
+flightsSection = Card([flightsTitle, flightsTable], "card", "column", "s")
+flightsTitle = CardHeader("2. Departures — Next Bank", "Flight, route, gate and status")
+flightsTable = Table([fNum, fRoute, fGate, fStatus])
+fNum = Col("Flight", ["DL1205", "DL773", "DL2211", "DL450", "DL1890", "DL332", "DL918", "DL2760"])
+fRoute = Col("Route", ["ATL→JFK", "ATL→LHR", "ATL→DFW", "ATL→SFO", "ATL→LAS", "ATL→PHX", "ATL→MCO", "ATL→CLT"])
+fGate = Col("Gate", ["B12", "E7", "A3", "T4", "C22", "B8", "A17", "D2"])
+fStatus = Col("Status", ["Delayed +65m", "Delayed +40m", "Delayed +55m", "On Time", "Boarding", "On Time", "On Time", "Gate Changed"])
+opsRow = Card([gateCard, crewCard, connCard], "clear", "row", "m", "stretch", "start", true)
+gateCard = Card([gateTitle, gateList], "sunk", "column", "s")
+gateTitle = TextContent("4. Recent Gate Changes", "small-heavy")
+gateList = ListBlock([gc1, gc2, gc3])
+gc1 = ListItem("DL2760 ATL→CLT", "D9 → D2 · 12 min ago")
+gc2 = ListItem("DL918 ATL→MCO", "A5 → A17 · 26 min ago")
+gc3 = ListItem("DL1890 ATL→LAS", "C10 → C22 · 41 min ago")
+crewCard = Card([crewTitle, crewList], "sunk", "column", "s")
+crewTitle = TextContent("5. Crews Available for Reassignment", "small-heavy")
+crewList = ListBlock([cr1, cr2, cr3])
+cr1 = ListItem("Crew 412 — Capt. Reyes + 4", "A320 qualified · Legal until 22:40")
+cr2 = ListItem("Crew 208 — Capt. Okafor + 5", "B767 qualified · Legal until 21:15")
+cr3 = ListItem("Crew 537 — FO Lindqvist + 3", "B737 qualified · Legal until 20:05")
+connCard = Card([connTitle, connTable], "sunk", "column", "s")
+connTitle = TextContent("8. Connections at Risk", "small-heavy")
+connTable = Table([cPax, cItin, cWindow])
+cPax = Col("Pax", [14, 9, 22, 6])
+cItin = Col("Connection", ["DL1205→DL401 JFK", "DL773→DL88 LHR", "DL2211→DL610 DFW", "DL884→SEA rebook req."])
+cWindow = Col("Min. Connect", ["12 min", "18 min", "9 min", "Missed"])
+rebookSection = Card([rebookTitle, rebookForm], "card", "column", "s")
+rebookTitle = CardHeader("9. Rebook Affected Passengers", "Select flight and rebooking option")
+rebookForm = Form("rebook", rebookButtons, [rbFlight, rbOption, rbNotes])
+rbFlight = FormControl("Affected flight", rbFlightSelect)
+rbFlightSelect = Select("flight", [rbF1, rbF2, rbF3], "Choose flight")
+rbF1 = SelectItem("DL1205", "DL1205 ATL→JFK (delayed)")
+rbF2 = SelectItem("DL2211", "DL2211 ATL→DFW (delayed)")
+rbF3 = SelectItem("DL884", "DL884 ATL→SEA (cancelled)")
+rbOption = FormControl("Rebooking option", rbRadio)
+rbRadio = RadioGroup("option", [rbO1, rbO2, rbO3])
+rbO1 = RadioItem("Next available flight", "Auto-protect on next departure", "next")
+rbO2 = RadioItem("Alternate hub routing", "Route via DTW or MSP", "alt")
+rbO3 = RadioItem("Refund / travel credit", "Issue credit to original form of payment", "refund")
+rbNotes = FormControl("Notes for gate agent", rbNotesArea)
+rbNotesArea = TextArea("notes", "Special handling, VIPs, wheelchairs…", 3)
+rebookButtons = Buttons([rbSubmit, rbCancel])
+rbSubmit = Button("Rebook passengers", null, "primary")
+rbCancel = Button("Cancel", null, "tertiary")
+hubSwitcher = Card([hubTitle, hubForm], "card", "column", "s")
+hubTitle = CardHeader("10. View a Different Hub", "Switch the operations view")
+hubForm = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("Hub airport", hubSelect)
+hubSelect = Select("hub", [hubATL, hubJFK, hubLAX, hubDTW, hubMSP, hubSLC], "Select hub", null, "ATL")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubJFK = SelectItem("JFK", "New York (JFK)")
+hubLAX = SelectItem("LAX", "Los Angeles (LAX)")
+hubDTW = SelectItem("DTW", "Detroit (DTW)")
+hubMSP = SelectItem("MSP", "Minneapolis (MSP)")
+hubSLC = SelectItem("SLC", "Salt Lake City (SLC)")
+hubButtons = Buttons([hubGo])
+hubGo = Button("Load hub view", null, "primary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show delayed flights detail for ATL")
+fu2 = FollowUpItem("Switch hub view to JFK")
+fu3 = FollowUpItem("Draft passenger notification for DL884 cancellation")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..3c484cbcc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-airline__r4.txt
@@ -0,0 +1,80 @@
+root = Card([header, hubSwitch, alertDelay, alertWeather, kpis, otpChart, flightsTable, delayedTable, gateChanges, crewsTable, connectionsTable, rebookSection, cancelCard, followups], "card", "column", "l")
+header = CardHeader("Hub Operations Desk — ATL (Atlanta)", "Today · All times local (EST) · Updated 14:32")
+hubSwitch = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect, "Switch the operations view to another hub")
+hubSelect = Select("hub", [hubATL, hubDFW, hubORD, hubDEN, hubJFK, hubLAX], "Select hub", null, "ATL")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubDEN = SelectItem("DEN", "Denver (DEN)")
+hubJFK = SelectItem("JFK", "New York JFK (JFK)")
+hubLAX = SelectItem("LAX", "Los Angeles (LAX)")
+hubButtons = Buttons([hubGo])
+hubGo = Button("Switch hub", null, "primary")
+alertDelay = Callout("warning", "Delayed flights: 7 active", "DL1042, DL881, DL2205, DL517, DL1930, DL774 and DL310 are delayed. 3 exceed 45 minutes — see details below.")
+alertWeather = Callout("info", "Weather advisory at ATL", "Thunderstorm cell expected 16:00–18:30 EST. Ground stop possible. Winds 25 kt gusts 38 kt. De-ice not required. Plan for flow restrictions on arrivals from the northeast.")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["On-time performance (departures)", "Average passenger load factor", "Average turnaround time", "Cancellations today"])
+kpiValue = Col("Value", ["82.4%", "86.7%", "47 min", "5 flights"])
+kpiNote = Col("vs. Target", ["Target 85% — below", "Target 84% — above", "Target 45 min — 2 min over", "4 weather, 1 mechanical"])
+otpChart = LineChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [otpSeries], "natural", "Time of day", "OTP %")
+otpSeries = Series("On-time departures %", [94, 91, 86, 79, 82])
+flightsTable = Table([fNum, fRoute, fGate, fStatus])
+fNum = Col("Flight", ["DL1042", "DL881", "DL2205", "DL517", "DL1930", "DL774", "DL310", "DL1450", "DL662", "DL99"])
+fRoute = Col("Route", ["ATL → MIA", "ATL → SEA", "ATL → BOS", "ATL → DEN", "ATL → LGA", "ATL → PHX", "ATL → SFO", "ATL → AUS", "ATL → MSP", "ATL → CUN"])
+fGate = Col("Gate", ["B12", "A7", "C22", "T4", "B18", "A15", "C9", "B3", "T11", "E6"])
+fStatus = Col("Status", ["Delayed 50m", "On time", "Delayed 25m", "Boarding", "Delayed 65m", "Delayed 15m", "On time", "On time", "Cancelled", "Delayed 30m"])
+delayedTable = Table([dNum, dRoute, dDelay, dReason])
+dNum = Col("Flight", ["DL1930", "DL1042", "DL99", "DL2205", "DL774"])
+dRoute = Col("Route", ["ATL → LGA", "ATL → MIA", "ATL → CUN", "ATL → BOS", "ATL → PHX"])
+dDelay = Col("Delay", ["65 min", "50 min", "30 min", "25 min", "15 min"])
+dReason = Col("Reason", ["ATC flow (LGA)", "Late inbound aircraft", "Crew rest requirement", "Weather at destination", "Maintenance check"])
+gateChanges = ListBlock([gc1, gc2, gc3, gc4])
+gc1 = ListItem("DL517 — Gate T4 → B7", "Changed 14:10 · Equipment swap to 757", null)
+gc2 = ListItem("DL2205 — Gate C22 → C30", "Changed 13:55 · Jet bridge maintenance at C22", null)
+gc3 = ListItem("DL310 — Gate C9 → C14", "Changed 13:40 · Congestion relief", null)
+gc4 = ListItem("DL1450 — Gate B3 → B9", "Changed 13:15 · Tow-off conflict resolved", null)
+crewsTable = Table([cName, cQual, cAvail, cBase])
+cName = Col("Crew", ["Capt. R. Alvarez + 3", "FO M. Chen + 2", "Capt. S. Okafor + 4", "FA team (5) — Led by J. Park", "Capt. D. Novak + 3"])
+cQual = Col("Qualified on", ["A320/321", "737-900", "757/767", "All narrowbody", "A330"])
+cAvail = Col("Available until", ["18:00", "16:45", "20:30", "19:15", "17:00"])
+cBase = Col("Status", ["Ready at ops", "Ready at ops", "On break until 15:00", "Ready at ops", "Standby"])
+connectionsTable = Table([cxPax, cxFrom, cxTo, cxRisk])
+cxPax = Col("Passengers", ["14", "9", "6", "4"])
+cxFrom = Col("Inbound", ["DL1930 (LGA, +65m)", "DL1042 (MIA, +50m)", "DL99 (CUN, +30m)", "DL2205 (BOS, +25m)"])
+cxTo = Col("Outbound connection", ["DL88 → PDX (dep 15:40)", "DL1201 → LAS (dep 15:25)", "DL402 → SJU (dep 16:05)", "DL77 → SLC (dep 15:50)"])
+cxRisk = Col("Risk", ["Critical — 33 pax-min short", "High — misconnect likely", "Moderate", "Moderate"])
+rebookSection = Card([rebookHeader, rebookDialog, rebookDrawer], "sunk", "row", "m", "center", "start", true)
+rebookHeader = CardHeader("Passenger recovery", "Rebook passengers affected by delays, cancellations and at-risk connections")
+rebookDialog = DialogBlock("Rebook affected passengers", "Rebooking tool — 33 passengers flagged", "Select a recovery option for passengers from delayed or cancelled flights.", [rebookForm])
+rebookForm = Form("rebook", rebookButtons, [rbFlight, rbOption, rbNotify])
+rbFlight = FormControl("Affected flight", rbFlightSelect)
+rbFlightSelect = Select("flight", [rbF1, rbF2, rbF3], "Choose flight")
+rbF1 = SelectItem("DL1930", "DL1930 — 14 passengers")
+rbF2 = SelectItem("DL1042", "DL1042 — 9 passengers")
+rbF3 = SelectItem("DL662-CXL", "DL662 (cancelled) — 10 passengers")
+rbOption = FormControl("Recovery option", rbOptionRadio)
+rbOptionRadio = RadioGroup("option", [rbO1, rbO2, rbO3])
+rbO1 = RadioItem("Next available flight", "Auto-protect on next departure", "next")
+rbO2 = RadioItem("Partner airline", "Endorse to partner carrier", "partner")
+rbO3 = RadioItem("Voucher + hotel", "Overnight accommodation and credit", "voucher")
+rbNotify = FormControl("Notify passengers", rbNotifyCheck)
+rbNotifyCheck = CheckBoxGroup("notify", [rbN1, rbN2])
+rbN1 = CheckBoxItem("SMS + email", "Send immediate notification", "sms_email", true)
+rbN2 = CheckBoxItem("App push", "Push notification in app", "push", true)
+rebookButtons = Buttons([rbSubmit])
+rbSubmit = Button("Confirm rebooking", null, "primary")
+rebookDrawer = DrawerBlock("Cancellation details", "Cancellations today — 5 flights", "Full list of cancelled flights and passenger counts.", [cancelList])
+cancelList = ListBlock([cx1, cx2, cx3, cx4, cx5])
+cx1 = ListItem("DL662 — ATL → MSP", "Weather · 128 passengers reprotected", null)
+cx2 = ListItem("DL1508 — ATL → RDU", "Weather · 96 passengers reprotected", null)
+cx3 = ListItem("DL2210 — ATL → BNA", "Mechanical · 74 passengers reprotected", null)
+cx4 = ListItem("DL905 — ATL → CHS", "Weather · 61 passengers reprotected", null)
+cx5 = ListItem("DL1712 — ATL → JAX", "Weather · 88 passengers reprotected", null)
+cancelCard = Card([cancelHeader, cancelChart], "sunk", "column", "m")
+cancelHeader = CardHeader("Cancellations today", "5 total · 447 passengers affected")
+cancelChart = PieChart(["Weather", "Mechanical"], [4, 1], "donut")
+followups = FollowUpBlock([fq1, fq2, fq3])
+fq1 = FollowUpItem("Show me the recovery plan for DL1930's connecting passengers")
+fq2 = FollowUpItem("Switch the view to Chicago O'Hare (ORD)")
+fq3 = FollowUpItem("What happens if the ground stop is issued at 16:00?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..c325015a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r1.txt
@@ -0,0 +1,76 @@
+root = Card([header, balances, txnHeader, txnTable, spending, bills, goal, score, transferHeader, transferForm, freezeHeader, freezeSwitch, stmtHeader, stmtForm, alertsHeader, alertsForm, disputeHeader, disputeForm], "card", "column", "l")
+header = CardHeader("Good morning, Alex", "Your banking at a glance — March 2025")
+balances = Table([balAcct, balAvail, balNote])
+balAcct = Col("Account", ["Everyday Checking", "High-Yield Savings", "Platinum Credit Card"])
+balAvail = Col("Balance", ["$4,820.16", "$18,340.50", "-$1,264.33"])
+balNote = Col("Status", ["Available", "Earning 4.1% APY", "Payment due Apr 5"])
+txnHeader = Heading("Recent transactions", "h3")
+txnTable = Table([txnDate, txnMerchant, txnCat, txnAmt])
+txnDate = Col("Date", ["Mar 28", "Mar 27", "Mar 26", "Mar 25", "Mar 24"])
+txnMerchant = Col("Merchant", ["Whole Foods Market", "Shell Gas Station", "Netflix", "Delta Airlines", "Starbucks"])
+txnCat = Col("Category", ["Groceries", "Transport", "Entertainment", "Travel", "Dining"])
+txnAmt = Col("Amount", ["-$86.42", "-$45.10", "-$15.99", "-$312.00", "-$6.75"])
+spending = PieChart(["Groceries", "Dining", "Transport", "Entertainment", "Travel", "Utilities"], [640, 285, 310, 145, 412, 230], "donut")
+bills = ListBlock([bill1, bill2, bill3])
+bill1 = ListItem("Electric bill — $94.20", "Due Apr 2 · Auto-pay on")
+bill2 = ListItem("Internet — $59.99", "Due Apr 6 · Manual payment")
+bill3 = ListItem("Credit card minimum — $35.00", "Due Apr 5 · Auto-pay on")
+goal = Progress(68, "Vacation fund — $3,400 of $5,000 saved")
+score = Callout("success", "Credit score: 782", "Up 12 points since February. Excellent standing.")
+transferHeader = Heading("Move money", "h3")
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from", [fromChecking, fromSavings], "Choose account")
+fromChecking = SelectItem("checking", "Everyday Checking — $4,820.16")
+fromSavings = SelectItem("savings", "High-Yield Savings — $18,340.50")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to", [toChecking, toSavings, toCredit], "Choose account")
+toChecking = SelectItem("checking", "Everyday Checking")
+toSavings = SelectItem("savings", "High-Yield Savings")
+toCredit = SelectItem("credit", "Platinum Credit Card payment")
+amountField = FormControl("Amount", amountInput, "Maximum $5,000 per transfer")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer now", null, "primary")
+freezeHeader = Heading("Credit line control", "h3")
+freezeSwitch = SwitchGroup("credit-controls", [freezeItem], "sunk")
+freezeItem = SwitchItem("Freeze credit line", "Instantly block all new charges on your Platinum card", "freeze_credit")
+stmtHeader = Heading("Statements", "h3")
+stmtForm = Form("statements", stmtButtons, [stmtField])
+stmtField = FormControl("Statement period", stmtSelect)
+stmtSelect = Select("period", [stmtJan, stmtFeb, stmtMar, stmtQ1, stmtYear], "Pick a period")
+stmtJan = SelectItem("jan-2025", "January 2025")
+stmtFeb = SelectItem("feb-2025", "February 2025")
+stmtMar = SelectItem("mar-2025", "March 2025")
+stmtQ1 = SelectItem("q1-2025", "Q1 2025 (Jan–Mar)")
+stmtYear = SelectItem("2024", "Full year 2024")
+stmtButtons = Buttons([stmtBtn])
+stmtBtn = Button("Download statement", null, "secondary")
+alertsHeader = Heading("Alert preferences", "h3")
+alertsForm = Form("alerts", alertsButtons, [alertsField])
+alertsField = FormControl("Notify me when", alertsChecks)
+alertsChecks = CheckBoxGroup("alert_triggers", [alert1, alert2, alert3, alert4])
+alert1 = CheckBoxItem("Large purchase", "Any transaction over $500", "large_purchase", true)
+alert2 = CheckBoxItem("Low balance", "Checking drops below $200", "low_balance", true)
+alert3 = CheckBoxItem("Bill due", "3 days before any bill is due", "bill_due", true)
+alert4 = CheckBoxItem("Unusual activity", "Logins or charges from new locations", "unusual_activity")
+alertsButtons = Buttons([alertsBtn])
+alertsBtn = Button("Save alert settings", null, "primary")
+disputeHeader = Heading("Dispute a transaction", "h3")
+disputeForm = Form("dispute", disputeButtons, [disputeTxnField, disputeReasonField, disputeDetailField])
+disputeTxnField = FormControl("Transaction", disputeTxnSelect)
+disputeTxnSelect = Select("transaction", [dTxn1, dTxn2, dTxn3, dTxn4, dTxn5], "Select the charge")
+dTxn1 = SelectItem("whole-foods", "Whole Foods Market — $86.42 (Mar 28)")
+dTxn2 = SelectItem("shell", "Shell Gas Station — $45.10 (Mar 27)")
+dTxn3 = SelectItem("netflix", "Netflix — $15.99 (Mar 26)")
+dTxn4 = SelectItem("delta", "Delta Airlines — $312.00 (Mar 25)")
+dTxn5 = SelectItem("starbucks", "Starbucks — $6.75 (Mar 24)")
+disputeReasonField = FormControl("Reason", disputeReasonRadio)
+disputeReasonRadio = RadioGroup("reason", [reason1, reason2, reason3])
+reason1 = RadioItem("Unauthorized", "I didn't make this purchase", "unauthorized")
+reason2 = RadioItem("Wrong amount", "I was charged the wrong amount", "wrong_amount")
+reason3 = RadioItem("Not received", "Item or service never arrived", "not_received")
+disputeDetailField = FormControl("Details", disputeDetailArea, "Optional — helps us resolve faster")
+disputeDetailArea = TextArea("details", "Describe what happened...", 3)
+disputeButtons = Buttons([disputeBtn])
+disputeBtn = Button("Submit dispute", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..915b21b4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r2.txt
@@ -0,0 +1,99 @@
+root = Card([header, alertBanner, balancesSection, txSection, spendSection, billsSection, goalSection, scoreSection, transferSection, freezeSection, statementSection, alertsSection, disputeSection, followUps])
+header = CardHeader("Good morning, Alex", "Your money at a glance — Tuesday, June 10")
+alertBanner = Alert("Unusual activity check", "A $210.00 charge at TechWorld was flagged. Review it below or dispute it.", "warning")
+balancesSection = Card([balHeader, balTable], "sunk", "column", "s")
+balHeader = CardHeader("Account Balances")
+balTable = Table([balAcct, balBal, balStatus])
+balAcct = Col("Account", ["Everyday Checking", "High-Yield Savings", "Rewards Credit Card"])
+balBal = Col("Balance", ["$4,812.30", "$18,540.75", "-$1,230.40"])
+balStatus = Col("Status", ["Available", "Earning 4.10% APY", "$3,769.60 available credit"])
+txSection = Card([txHeader, txTable], "sunk", "column", "s")
+txHeader = CardHeader("Recent Transactions", "Last 7 days")
+txTable = Table([txMerchant, txDate, txAmount, txCat])
+txMerchant = Col("Merchant", ["TechWorld", "Whole Foods", "Shell Gas Station", "Netflix", "Blue Bottle Coffee", "Payroll Deposit — Acme Corp"])
+txDate = Col("Date", ["Jun 9", "Jun 8", "Jun 7", "Jun 6", "Jun 5", "Jun 5"])
+txAmount = Col("Amount", ["-$210.00", "-$86.42", "-$52.10", "-$15.99", "-$6.75", "+$3,250.00"])
+txCat = Col("Category", ["Electronics", "Groceries", "Transport", "Entertainment", "Dining", "Income"])
+spendSection = Card([spendHeader, spendChart], "sunk", "column", "s")
+spendHeader = CardHeader("Spending This Month", "June 1 – June 10")
+spendChart = PieChart(["Groceries", "Dining", "Transport", "Entertainment", "Electronics", "Utilities"], [412, 268, 190, 145, 210, 230], "donut")
+billsSection = Card([billsHeader, billsList], "sunk", "column", "s")
+billsHeader = CardHeader("Bills Due Soon")
+billsList = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("Electric — City Power", "$94.20 due Jun 14", null, "Pay now")
+bill2 = ListItem("Internet — FastNet", "$59.99 due Jun 16", null, "Pay now")
+bill3 = ListItem("Credit Card Minimum", "$35.00 due Jun 20", null, "Pay now")
+bill4 = ListItem("Rent — Oakview Apartments", "$1,650.00 due Jul 1", null, "Schedule")
+goalSection = Card([goalHeader, goalProgress], "sunk", "column", "s")
+goalHeader = CardHeader("Vacation Goal: Japan Trip 2026", "$3,400 of $5,000 saved")
+goalProgress = Progress(68, "68% funded — $1,600 to go. On pace for March 2026.")
+scoreSection = Card([scoreHeader, scoreRow], "sunk", "column", "s")
+scoreHeader = CardHeader("Credit Score", "Updated Jun 1")
+scoreRow = Card([scoreBadge, scoreNote], "clear", "row", "m", "center")
+scoreBadge = Badge("742 — Very Good", "secondary")
+scoreNote = TextContent("Up 6 points since last month. Keep utilization under 30% to maintain the trend.", "small")
+transferSection = Card([transferHeader, transferForm], "card", "column", "s")
+transferHeader = CardHeader("Move Money", "Transfer between your accounts")
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from", [fromChecking, fromSavings], "Choose account")
+fromChecking = SelectItem("checking", "Everyday Checking — $4,812.30")
+fromSavings = SelectItem("savings", "High-Yield Savings — $18,540.75")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to", [toChecking, toSavings, toCredit], "Choose account")
+toChecking = SelectItem("checking", "Everyday Checking")
+toSavings = SelectItem("savings", "High-Yield Savings")
+toCredit = SelectItem("credit", "Rewards Credit Card (payment)")
+amountField = FormControl("Amount (USD)", amountInput, "Minimum $1.00")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer now", null, "primary")
+freezeSection = Card([freezeHeader, freezeToggle], "sunk", "column", "s")
+freezeHeader = CardHeader("Credit Line Controls", "Freezing blocks all new charges instantly")
+freezeToggle = SwitchGroup("credit_controls", [freezeSwitch], "card")
+freezeSwitch = SwitchItem("Freeze credit line", "No new purchases, cash advances, or balance transfers while frozen", "freeze_credit", false)
+statementSection = Card([stmtHeader, stmtForm], "sunk", "column", "s")
+stmtHeader = CardHeader("Statements", "Pick a period to view or download")
+stmtForm = Form("statement", stmtButtons, [stmtPeriod, stmtRange])
+stmtPeriod = FormControl("Statement period", stmtSelect)
+stmtSelect = Select("period", [stmtMay, stmtApr, stmtMar, stmtCustom], "Choose a statement")
+stmtMay = SelectItem("2025-05", "May 2025")
+stmtApr = SelectItem("2025-04", "April 2025")
+stmtMar = SelectItem("2025-03", "March 2025")
+stmtCustom = SelectItem("custom", "Custom range (use dates below)")
+stmtRange = FormControl("Custom date range", stmtDates, "Only used if you pick Custom range")
+stmtDates = DatePicker("custom_range", "range")
+stmtButtons = Buttons([stmtViewBtn, stmtDlBtn])
+stmtViewBtn = Button("View statement", null, "primary")
+stmtDlBtn = Button("Download PDF", null, "secondary")
+alertsSection = Card([alertsHeader, alertsToggle], "sunk", "column", "s")
+alertsHeader = CardHeader("Alert Triggers", "Choose what we notify you about")
+alertsToggle = SwitchGroup("alert_prefs", [alertLarge, alertLow, alertIntl, alertBill, alertScore], "card")
+alertLarge = SwitchItem("Large purchases", "Any transaction over $200", "alert_large", true)
+alertLow = SwitchItem("Low balance", "Checking drops below $500", "alert_low", true)
+alertIntl = SwitchItem("International activity", "Charges made outside your home country", "alert_intl", true)
+alertBill = SwitchItem("Bill reminders", "3 days before a bill is due", "alert_bill", true)
+alertScore = SwitchItem("Credit score changes", "Monthly updates and big swings", "alert_score", false)
+disputeSection = Card([disputeHeader, disputeForm], "card", "column", "s")
+disputeHeader = CardHeader("Dispute a Transaction", "We'll investigate and respond within 10 business days")
+disputeForm = Form("dispute", disputeButtons, [disputeTx, disputeReason, disputeNotes])
+disputeTx = FormControl("Transaction", disputeTxSelect)
+disputeTxSelect = Select("transaction", [dTx1, dTx2, dTx3, dTx4], "Select the charge")
+dTx1 = SelectItem("tx-techworld", "TechWorld — $210.00 (Jun 9)")
+dTx2 = SelectItem("tx-wholefoods", "Whole Foods — $86.42 (Jun 8)")
+dTx3 = SelectItem("tx-shell", "Shell Gas Station — $52.10 (Jun 7)")
+dTx4 = SelectItem("tx-netflix", "Netflix — $15.99 (Jun 6)")
+disputeReason = FormControl("Reason", disputeRadio)
+disputeRadio = RadioGroup("reason", [rFraud, rDup, rWrong, rNever], "fraud")
+rFraud = RadioItem("I don't recognize this", "Possible unauthorized charge", "fraud")
+rDup = RadioItem("Duplicate charge", "I was charged twice", "duplicate")
+rWrong = RadioItem("Wrong amount", "Charged a different amount than agreed", "wrong_amount")
+rNever = RadioItem("Never received", "Goods or services not delivered", "not_received")
+disputeNotes = FormControl("Details (optional)", disputeText)
+disputeText = TextArea("notes", "Add anything that helps us investigate...", 3)
+disputeButtons = Buttons([disputeBtn])
+disputeBtn = Button("Submit dispute", null, "primary", "destructive")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Why was my TechWorld charge flagged?")
+fu2 = FollowUpItem("How much should I save monthly to hit my vacation goal early?")
+fu3 = FollowUpItem("Show my spending trend for the last 6 months")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..75ee498dc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r3.txt
@@ -0,0 +1,100 @@
+root = Card([header, balancesCard, transactionsCard, spendingCard, billsCard, goalCard, scoreCard, transferCard, freezeCard, statementCard, alertsCard, disputeCard])
+header = CardHeader("Personal Banking", "Welcome back, Alex — Monday overview")
+balancesCard = Card([balancesHeader, balancesTable], "card", "column", "m")
+balancesHeader = CardHeader("Account Balances", "1 · All accounts")
+balancesTable = Table([balAcct, balNum, balAmt])
+balAcct = Col("Account", ["Checking", "Savings", "Credit Card"])
+balNum = Col("Number", ["••••4521", "••••8834", "••••2190"])
+balAmt = Col("Balance", ["$4,820.15", "$18,450.00", "-$1,240.33"])
+transactionsCard = Card([txHeader, txTable], "card", "column", "m")
+txHeader = CardHeader("Recent Transactions", "2 · Last 5")
+txTable = Table([txDate, txMerchant, txAmount])
+txDate = Col("Date", ["Apr 12", "Apr 11", "Apr 10", "Apr 9", "Apr 8"])
+txMerchant = Col("Merchant", ["Whole Foods", "Shell Gas", "Netflix", "Amazon", "Blue Bottle Coffee"])
+txAmount = Col("Amount", ["-$84.20", "-$42.55", "-$15.99", "-$67.31", "-$6.75"])
+spendingCard = Card([spendHeader, spendChart], "card", "column", "m")
+spendHeader = CardHeader("Spending by Category", "3 · This month")
+spendChart = PieChart(["Groceries", "Dining", "Transport", "Shopping", "Bills", "Entertainment"], [520, 310, 245, 410, 890, 175], "donut")
+billsCard = Card([billsHeader, billsTable], "card", "column", "m")
+billsHeader = CardHeader("Bills Due Soon", "4 · Next 14 days")
+billsTable = Table([billName, billDue, billAmt])
+billName = Col("Bill", ["Electricity", "Internet", "Rent", "Car Insurance"])
+billDue = Col("Due", ["Apr 15", "Apr 18", "Apr 30", "May 2"])
+billAmt = Col("Amount", ["$96.40", "$59.99", "$1,850.00", "$128.00"])
+goalCard = Card([goalHeader, goalProgress, goalNote], "card", "column", "m")
+goalHeader = CardHeader("Vacation Savings Goal", "5 · Hawaii 2026")
+goalProgress = Progress(68, "$5,440 of $8,000 saved")
+goalNote = TextContent("On track — at $450/month you'll reach your goal by December.", "small")
+scoreCard = Card([scoreHeader, scoreChart, scoreNote], "card", "column", "m")
+scoreHeader = CardHeader("Credit Score", "6 · Updated Apr 1")
+scoreChart = RadialChart(["Your score", "Room to grow"], [742, 108])
+scoreNote = TextContent("742 — Very Good. Up 9 points since last month.", "small")
+transferCard = Card([transferHeader, transferForm], "card", "column", "m")
+transferHeader = CardHeader("Move Money", "7 · Transfer between accounts")
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from", [fromChecking, fromSavings], "Choose source")
+fromChecking = SelectItem("checking", "Checking ••••4521")
+fromSavings = SelectItem("savings", "Savings ••••8834")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to", [toChecking, toSavings, toCredit], "Choose destination")
+toChecking = SelectItem("checking", "Checking ••••4521")
+toSavings = SelectItem("savings", "Savings ••••8834")
+toCredit = SelectItem("credit", "Credit Card ••••2190 (pay down)")
+amountField = FormControl("Amount (USD)", amountInput, "Max $10,000 per day")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferBtn, transferCancel])
+transferBtn = Button("Transfer now", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
+freezeCard = Card([freezeHeader, freezeDesc, freezeSwitch], "card", "column", "m")
+freezeHeader = CardHeader("Credit Line Controls", "8 · Freeze or unfreeze instantly")
+freezeDesc = TextContent("Freezing blocks all new charges on card ••••2190 until you unfreeze.", "small")
+freezeSwitch = SwitchGroup("card_controls", [freezeItem], "card")
+freezeItem = SwitchItem("Freeze credit line", "Card ••••2190", "freeze_credit")
+statementCard = Card([stmtHeader, stmtForm], "card", "column", "m")
+stmtHeader = CardHeader("Statements", "9 · Pick a period to download")
+stmtForm = Form("statement", stmtButtons, [stmtPeriod, stmtRange])
+stmtPeriod = FormControl("Period", stmtSelect)
+stmtSelect = Select("period", [stmtLast, stmt3, stmt6, stmtCustom], "Choose a period")
+stmtLast = SelectItem("last", "Last statement (March 2025)")
+stmt3 = SelectItem("3mo", "Last 3 months")
+stmt6 = SelectItem("6mo", "Last 6 months")
+stmtCustom = SelectItem("custom", "Custom range")
+stmtRange = FormControl("Custom range (optional)", stmtDates)
+stmtDates = DatePicker("range", "range")
+stmtButtons = Buttons([stmtBtn])
+stmtBtn = Button("Download statement", null, "primary")
+alertsCard = Card([alertsHeader, alertsForm], "card", "column", "m")
+alertsHeader = CardHeader("Alert Preferences", "10 · Choose what triggers notifications")
+alertsForm = Form("alerts", alertButtons, [alertChecks, alertThreshold])
+alertChecks = FormControl("Notify me about", alertGroup)
+alertGroup = CheckBoxGroup("alert_types", [alertLarge, alertLow, alertBill, alertIntl])
+alertLarge = CheckBoxItem("Large purchases", "Over your threshold below", "large_purchase", true)
+alertLow = CheckBoxItem("Low balance", "Checking under $500", "low_balance", true)
+alertBill = CheckBoxItem("Bill reminders", "3 days before due date", "bill_reminder", true)
+alertIntl = CheckBoxItem("International charges", "Any charge abroad", "intl_charge", false)
+alertThreshold = FormControl("Large purchase threshold", alertSlider, "Alert on purchases above this amount")
+alertSlider = Slider("threshold", "continuous", 50, 2000, 50, [250])
+alertButtons = Buttons([alertSave])
+alertSave = Button("Save alert preferences", null, "primary")
+disputeCard = Card([disputeHeader, disputeForm], "card", "column", "m")
+disputeHeader = CardHeader("Dispute a Transaction", "11 · Report an unrecognized charge")
+disputeForm = Form("dispute", disputeButtons, [disputeTx, disputeReason, disputeDetails])
+disputeTx = FormControl("Transaction to dispute", disputeSelect)
+disputeSelect = Select("transaction", [dWhole, dShell, dNetflix, dAmazon, dCoffee], "Select the transaction")
+dWhole = SelectItem("whole_foods", "Whole Foods — $84.20 (Apr 12)")
+dShell = SelectItem("shell", "Shell Gas — $42.55 (Apr 11)")
+dNetflix = SelectItem("netflix", "Netflix — $15.99 (Apr 10)")
+dAmazon = SelectItem("amazon", "Amazon — $67.31 (Apr 9)")
+dCoffee = SelectItem("blue_bottle", "Blue Bottle Coffee — $6.75 (Apr 8)")
+disputeReason = FormControl("Reason", disputeRadio)
+disputeRadio = RadioGroup("reason", [rUnrecognized, rDuplicate, rWrongAmount, rNotReceived])
+rUnrecognized = RadioItem("I don't recognize this", "Charge I never made", "unrecognized")
+rDuplicate = RadioItem("Duplicate charge", "Billed twice for one purchase", "duplicate")
+rWrongAmount = RadioItem("Wrong amount", "Charged a different total", "wrong_amount")
+rNotReceived = RadioItem("Item not received", "Paid but never got the goods", "not_received")
+disputeDetails = FormControl("Details (optional)", disputeText)
+disputeText = TextArea("details", "Add anything that helps our team review your dispute…", 3)
+disputeButtons = Buttons([disputeSubmit, disputeCancel])
+disputeSubmit = Button("Submit dispute", null, "primary")
+disputeCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..76d88b622
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-bank__r4.txt
@@ -0,0 +1,69 @@
+root = Card([header, balances, txnHeader, txnTable, spendChart, bills, goal, score, transferHeader, transferForm, freezeCard, stmtForm, alertsCard, disputeForm, followUps])
+header = CardHeader("Good morning, Alex", "Your banking home — Tuesday, May 14")
+balances = Table([acctCol, balCol, availCol])
+acctCol = Col("Account", ["Checking ••4821", "Savings ••9034", "Credit ••7710"])
+balCol = Col("Balance", ["$4,280.55", "$12,640.00", "-$1,182.40"])
+availCol = Col("Available", ["$4,280.55", "$12,640.00", "$8,817.60 of $10,000"])
+txnHeader = CardHeader("Recent transactions", "Last 7 days")
+txnTable = Table([txnDate, txnMerchant, txnAmt, txnAcct])
+txnDate = Col("Date", ["May 13", "May 12", "May 11", "May 10", "May 9"])
+txnMerchant = Col("Merchant", ["Whole Foods Market", "Shell Gas Station", "Netflix", "Amazon.com", "Starbucks"])
+txnAmt = Col("Amount", ["-$84.22", "-$46.10", "-$15.99", "-$129.95", "-$6.75"])
+txnAcct = Col("Account", ["Checking", "Credit", "Credit", "Credit", "Checking"])
+spendChart = PieChart(["Groceries", "Dining", "Transport", "Shopping", "Bills & Utilities", "Entertainment"], [520, 310, 240, 430, 680, 150], "donut")
+bills = ListBlock([bill1, bill2, bill3])
+bill1 = ListItem("Electric bill — $96.40", "Due May 17 · Auto-pay on")
+bill2 = ListItem("Internet — $59.99", "Due May 20")
+bill3 = ListItem("Credit card minimum — $35.00", "Due May 22")
+goal = Progress(68, "Vacation fund: $3,400 of $5,000")
+score = RadialChart(["Credit score"], [742])
+transferHeader = CardHeader("Move money", "Transfer between your accounts")
+transferForm = Form("transfer", transferBtns, [fromField, toField, amtField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Select account")
+fromChecking = SelectItem("checking", "Checking ••4821")
+fromSavings = SelectItem("savings", "Savings ••9034")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Select account")
+toChecking = SelectItem("checking", "Checking ••4821")
+toSavings = SelectItem("savings", "Savings ••9034")
+toCredit = SelectItem("credit", "Credit ••7710 payment")
+amtField = FormControl("Amount", amtInput)
+amtInput = Input("amount", "0.00", "number")
+transferBtns = Buttons([transferBtn])
+transferBtn = Button("Transfer now", null, "primary")
+freezeCard = Card([freezeText, freezeSwitch], "sunk", "column", "m")
+freezeText = TextContent("Freeze credit line — instantly block new charges on card ••7710. Recurring payments still process.")
+freezeSwitch = SwitchGroup("credit_freeze", [freezeItem])
+freezeItem = SwitchItem("Freeze card ••7710", "Toggle to lock or unlock instantly", "freeze_credit", false)
+stmtForm = Form("statement_period", stmtBtns, [stmtField])
+stmtField = FormControl("Statement period", stmtPicker, "Pick a start and end date")
+stmtPicker = DatePicker("statement_range", "range")
+stmtBtns = Buttons([stmtBtn])
+stmtBtn = Button("Download statement", null, "secondary")
+alertsCard = Card([alertsText, alertSwitches], "sunk", "column", "m")
+alertsText = TextContent("Alert triggers — choose what notifies you")
+alertSwitches = SwitchGroup("alert_triggers", [alertLarge, alertLow, alertIntl, alertBill])
+alertLarge = SwitchItem("Large purchases", "Any transaction over $200", "alert_large", true)
+alertLow = SwitchItem("Low balance", "Checking drops below $500", "alert_low", true)
+alertIntl = SwitchItem("International charges", "Any charge outside your country", "alert_intl", false)
+alertBill = SwitchItem("Bill reminders", "3 days before a due date", "alert_bill", true)
+disputeForm = Form("dispute", disputeBtns, [disputeTxnField, disputeReasonField, disputeDetailField])
+disputeTxnField = FormControl("Transaction to dispute", disputeTxnSelect)
+disputeTxnSelect = Select("disputed_txn", [dTxn1, dTxn2, dTxn3], "Select a transaction")
+dTxn1 = SelectItem("amazon_129", "Amazon.com — $129.95 (May 10)")
+dTxn2 = SelectItem("shell_46", "Shell Gas — $46.10 (May 12)")
+dTxn3 = SelectItem("netflix_16", "Netflix — $15.99 (May 11)")
+disputeReasonField = FormControl("Reason", disputeReasonRadio)
+disputeReasonRadio = RadioGroup("dispute_reason", [reasonFraud, reasonDup, reasonWrong, reasonNotReceived])
+reasonFraud = RadioItem("Unauthorized charge", "I don't recognize this", "fraud")
+reasonDup = RadioItem("Duplicate charge", "I was charged twice", "duplicate")
+reasonWrong = RadioItem("Wrong amount", "The amount is incorrect", "wrong_amount")
+reasonNotReceived = RadioItem("Item not received", "I never got what I paid for", "not_received")
+disputeDetailField = FormControl("Details", disputeDetailArea, "Optional — anything else we should know")
+disputeDetailArea = TextArea("dispute_details", "Describe the issue...", 3)
+disputeBtns = Buttons([disputeBtn])
+disputeBtn = Button("Submit dispute", null, "primary", "destructive")
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show all transactions this month")
+fu2 = FollowUpItem("How is my credit score calculated?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..896684ded
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r1.txt
@@ -0,0 +1,65 @@
+root = Card([header, filterCard, alert, kpis, growthChart, engagementCard, bestPosts, platformSplit, scheduleList, bestHour, commentsCard, earningsCard, collabs, scheduleForm, followUps])
+header = CardHeader("Creator Studio", "Cross-platform overview · Last 30 days")
+filterCard = Card([filterLabel, filterSelect], "sunk", "row", "m", "center", "start")
+filterLabel = TextContent("Narrow to one platform:", "small-heavy")
+filterSelect = Select("platform_filter", [fAll, fYt, fIg, fTt, fX], "All platforms", null, "all")
+fAll = SelectItem("all", "All platforms")
+fYt = SelectItem("youtube", "YouTube")
+fIg = SelectItem("instagram", "Instagram")
+fTt = SelectItem("tiktok", "TikTok")
+fX = SelectItem("x", "X (Twitter)")
+alert = Alert("3 comments waiting", "You have 3 unreplied comments across Instagram and TikTok", "info")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Total followers", "Monthly growth", "Engagement rate", "Earnings this month"])
+kpiValue = Col("Value", ["248,300", "+6,412", "5.8%", "$4,270"])
+kpiDelta = Col("Trend", ["▲", "+2.7% vs last month", "+0.4 pts", "+18% vs last month"])
+growthChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [growthSeries], "natural", "Week", "New followers")
+growthSeries = Series("New followers", [1320, 1580, 1490, 2022])
+engagementCard = Card([engTitle, engProgress, engNote], "sunk", "column", "s")
+engTitle = CardHeader("Engagement rate", "Likes, comments, shares ÷ reach")
+engProgress = Progress(58, "5.8% — above the 4.1% creator average")
+engNote = TextContent("Strongest on TikTok (7.2%), weakest on X (2.9%).", "small")
+bestPosts = Table([postTitle, postPlatform, postReach])
+postTitle = Col("Best posts this month", ["Studio tour vlog", "5 hook formulas", "Behind the edit", "Q&A livestream clip"])
+postPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "YouTube"])
+postReach = Col("Reach", [184000, 152000, 96800, 74300], "number")
+platformSplit = PieChart(["YouTube", "Instagram", "TikTok", "X"], [98400, 76200, 58100, 15600], "donut")
+scheduleList = ListBlock([sched1, sched2, sched3, sched4])
+sched1 = ListItem("Mon 10:00 — YouTube", "Long-form: 'My full editing workflow'")
+sched2 = ListItem("Wed 18:00 — TikTok", "15s teaser cut of the workflow video")
+sched3 = ListItem("Fri 12:00 — Instagram", "Carousel: 5 hook formulas recap")
+sched4 = ListItem("Sun 09:00 — X", "Thread: lessons from 30 days of posting")
+bestHour = TextCallout("success", "Best hour to post: 6–7 PM", "Based on your last 90 days, posts published at 6 PM get 34% more first-hour engagement.")
+commentsCard = Card([commentsHeader, commentsList, commentsBtn], "card", "column", "s")
+commentsHeader = CardHeader("Comments waiting for a reply", "3 unreplied")
+commentsList = ListBlock([c1, c2, c3])
+c1 = ListItem("@maya.creates — Instagram", "\"What mic do you use? Audio is so clean!\"", null, "Reply")
+c2 = ListItem("@devon_tt — TikTok", "\"Part 2 when?? This saved my channel\"", null, "Reply")
+c3 = ListItem("@alexj — Instagram", "\"Do you take editing commissions?\"", null, "Reply")
+commentsBtn = Button("Open comment inbox", null, "secondary")
+earningsCard = Card([earnHeader, earnChart], "card", "column", "s")
+earnHeader = CardHeader("Earnings this month", "$4,270 total")
+earnChart = SingleStackedBarChart(["Ad revenue", "Sponsorships", "Affiliates", "Tips"], [1900, 1500, 620, 250])
+collabs = Card([collabHeader, collabList], "card", "column", "s")
+collabHeader = CardHeader("Pending collaboration requests", "2 awaiting your response")
+collabList = ListBlock([col1, col2])
+col1 = ListItem("NovaAudio — Sponsored video", "$1,200 · microphone review · due in 5 days", null, "Review")
+col2 = ListItem("@fitwithlena — Collab post", "Joint TikTok series · revenue share", null, "Review")
+scheduleForm = Form("schedule-post", schedButtons, [schedPlatform, schedCaption, schedTime])
+schedPlatform = FormControl("Platform", schedPlatformSelect)
+schedPlatformSelect = Select("post_platform", [pYt, pIg, pTt, pX], "Choose a platform")
+pYt = SelectItem("youtube", "YouTube")
+pIg = SelectItem("instagram", "Instagram")
+pTt = SelectItem("tiktok", "TikTok")
+pX = SelectItem("x", "X (Twitter)")
+schedCaption = FormControl("Caption", schedCaptionInput, "Max 2,200 characters")
+schedCaptionInput = TextArea("caption", "Write your caption…", 4)
+schedTime = FormControl("Publish time", schedTimeInput, "Tip: 6 PM performs best for you")
+schedTimeInput = DatePicker("publish_time", "single")
+schedButtons = Buttons([schedSubmit, schedDraft])
+schedSubmit = Button("Schedule post", null, "primary")
+schedDraft = Button("Save as draft", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only TikTok stats")
+fu2 = FollowUpItem("Draft a caption for my next post")
+fu3 = FollowUpItem("Compare this month to last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..b8c1ec46d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r2.txt
@@ -0,0 +1,50 @@
+root = Card([header, platformFilter, kpis, growth, platformSplit, bestHour, bestPosts, schedule, comments, earnings, collabs, postForm])
+header = CardHeader("Creator Studio", "Cross-platform overview — last 30 days")
+platformFilter = Tabs([tabAll, tabYT, tabIG, tabTT])
+tabAll = TabItem("all", "All Platforms", [filterNoteAll])
+filterNoteAll = TextContent("Showing combined stats across YouTube, Instagram, and TikTok.", "small")
+tabYT = TabItem("yt", "YouTube", [filterNoteYT])
+filterNoteYT = TextContent("Showing YouTube only: 412K followers, 6.1% engagement.", "small")
+tabIG = TabItem("ig", "Instagram", [filterNoteIG])
+filterNoteIG = TextContent("Showing Instagram only: 268K followers, 7.4% engagement.", "small")
+tabTT = TabItem("tt", "TikTok", [filterNoteTT])
+filterNoteTT = TextContent("Showing TikTok only: 189K followers, 9.2% engagement.", "small")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Total followers", "Growth (30d)", "Engagement rate", "Earnings (this month)"])
+kpiValue = Col("Value", ["869,400", "+18,250", "7.1%", "$6,840"])
+kpiDelta = Col("Change", ["+2.1%", "+12% vs prior month", "+0.6 pts", "+9% vs June"])
+growth = AreaChart(["Week 1", "Week 2", "Week 3", "Week 4"], [growthSeries], "natural", "Week", "New followers")
+growthSeries = Series("New followers", [3800, 4200, 5100, 5150])
+platformSplit = PieChart(["YouTube", "Instagram", "TikTok"], [412, 268, 189], "donut")
+bestHour = Callout("info", "Best hour to post: 6 PM", "Based on your last 90 days of history, posts published at 6 PM average 34% more reach than your daily baseline.")
+bestPosts = Table([bpTitle, bpPlatform, bpReach])
+bpTitle = Col("Post", ["Studio desk setup tour", "30-second color grading trick", "Packing my camera bag", "Q&A: how I edit thumbnails", "Morning routine vlog"])
+bpPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "YouTube", "Instagram"])
+bpReach = Col("Reach", [482000, 396000, 214000, 178000, 142000], "number")
+schedule = ListBlock([sched1, sched2, sched3, sched4])
+sched1 = ListItem("Behind-the-scenes reel", "Tue 6:00 PM · Instagram")
+sched2 = ListItem("Long-form: editing workflow", "Wed 6:00 PM · YouTube")
+sched3 = ListItem("Quick tip: lighting hacks", "Thu 5:30 PM · TikTok")
+sched4 = ListItem("Community poll + teaser", "Sat 10:00 AM · All platforms")
+comments = ListBlock([cmt1, cmt2, cmt3], "number")
+cmt1 = ListItem("@lena.creates — \"What mic do you use?\"", "Studio desk setup tour · 2h ago", null, "Reply")
+cmt2 = ListItem("@marcovids — \"Tutorial on the grading trick?\"", "30-second color grading trick · 5h ago", null, "Reply")
+cmt3 = ListItem("@june_films — \"Collab when?\"", "Packing my camera bag · 1d ago", null, "Reply")
+earnings = SingleStackedBarChart(["Ad revenue", "Sponsorships", "Affiliates", "Memberships"], [3240, 2100, 940, 560])
+collabs = ListBlock([col1, col2])
+col1 = ListItem("Aurora Audio — sponsored video", "$2,500 offer · due in 3 days", null, "Review")
+col2 = ListItem("FrameForge App — affiliate campaign", "Revenue share · due in 6 days", null, "Review")
+postForm = Form("schedule-post", postButtons, [captionField, platformField, timeField])
+captionField = FormControl("Caption", captionInput)
+captionInput = TextArea("caption", "Write your caption... #tags welcome", 3)
+platformField = FormControl("Platform", platformSelect)
+platformSelect = Select("platform", [optYT, optIG, optTT, optAll], "Choose a platform")
+optYT = SelectItem("youtube", "YouTube")
+optIG = SelectItem("instagram", "Instagram")
+optTT = SelectItem("tiktok", "TikTok")
+optAll = SelectItem("all", "All platforms")
+timeField = FormControl("Publish time", timeInput, "Suggested: 6 PM for max reach")
+timeInput = Input("publish_time", "2024-07-10 18:00", "text")
+postButtons = Buttons([scheduleBtn, draftBtn])
+scheduleBtn = Button("Schedule post", null, "primary")
+draftBtn = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..58a0c72f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r3.txt
@@ -0,0 +1,86 @@
+root = Card([header, filterRow, kpis, growthChart, splitRow, bestPosts, scheduleAndCollab, commentsCard, schedulerForm])
+header = CardHeader("Creator Studio", "Cross-platform overview · Last 30 days")
+filterRow = Card([filterLabel, platformSelect], "sunk", "row", "m", "center", "start")
+filterLabel = TextContent("**Filter everything by platform:**", "small-heavy")
+platformSelect = Select("platform_filter", [pfAll, pfIG, pfTT, pfYT, pfX], "All platforms", null, "all", "medium")
+pfAll = SelectItem("all", "All platforms")
+pfIG = SelectItem("instagram", "Instagram")
+pfTT = SelectItem("tiktok", "TikTok")
+pfYT = SelectItem("youtube", "YouTube")
+pfX = SelectItem("x", "X / Twitter")
+kpis = Card([kpiFollowers, kpiEngagement, kpiEarnings, kpiHour], "card", "row", "l", "stretch", "between", true)
+kpiFollowers = Card([kfTitle, kfValue, kfDelta], "sunk", "column", "xs")
+kfTitle = TextContent("Total Followers", "small")
+kfValue = TextContent("**482,300**", "large-heavy")
+kfDelta = Badge("+12,400 this month (+2.6%)", "secondary")
+kpiEngagement = Card([keTitle, keValue, keDelta], "sunk", "column", "xs")
+keTitle = TextContent("Engagement Rate", "small")
+keValue = TextContent("**5.8%**", "large-heavy")
+keDelta = Badge("+0.4 pts vs last month", "secondary")
+kpiEarnings = Card([kearTitle, kearValue, kearDelta], "sunk", "column", "xs")
+kearTitle = TextContent("Earnings This Month", "small")
+kearValue = TextContent("**$8,940**", "large-heavy")
+kearDelta = Badge("On pace for $11,200", "secondary")
+kpiHour = Card([khTitle, khValue, khSub], "sunk", "column", "xs")
+khTitle = TextContent("Best Hour to Post", "small")
+khValue = TextContent("**6–7 PM**", "large-heavy")
+khSub = TextContent("Based on 90 days of history · 1.9x avg reach", "small")
+growthChart = Card([growthHeader, growthLine], "card", "column", "s")
+growthHeader = CardHeader("Follower Growth — Past Month")
+growthLine = LineChart(["Oct 1", "Oct 5", "Oct 10", "Oct 15", "Oct 20", "Oct 25", "Oct 30"], [gIG, gTT, gYT, gX], "natural", "Date", "Followers")
+gIG = Series("Instagram", [198200, 199100, 201400, 202000, 204300, 205800, 207100])
+gTT = Series("TikTok", [142000, 144200, 146800, 148100, 151000, 152600, 154900])
+gYT = Series("YouTube", [86400, 86900, 87400, 88100, 88900, 89600, 90300])
+gX = Series("X / Twitter", [27100, 27250, 27400, 27600, 27850, 28000, 28200])
+splitRow = Card([splitCard, scheduleCard], "card", "row", "l", "stretch", "between", true)
+splitCard = Card([splitHeader, splitPie], "sunk", "column", "s")
+splitHeader = CardHeader("Audience Split by Platform")
+splitPie = PieChart(["Instagram", "TikTok", "YouTube", "X / Twitter"], [207100, 154900, 90300, 28200], "donut")
+scheduleCard = Card([schedHeader, schedList], "sunk", "column", "s")
+schedHeader = CardHeader("Posts Scheduled This Week", "5 upcoming")
+schedList = ListBlock([s1, s2, s3, s4, s5])
+s1 = ListItem("Mon 6:00 PM — Instagram Reel", "Behind-the-scenes studio tour")
+s2 = ListItem("Tue 12:30 PM — TikTok", "60-sec editing tutorial")
+s3 = ListItem("Wed 6:00 PM — YouTube Short", "Gear setup walkthrough")
+s4 = ListItem("Fri 5:45 PM — Instagram Carousel", "Top 5 lighting tips")
+s5 = ListItem("Sun 10:00 AM — X / Twitter", "Thread: my content workflow")
+bestPosts = Card([bpHeader, bpTable], "card", "column", "s")
+bpHeader = CardHeader("Best Posts This Month", "Ranked by reach")
+bpTable = Table([bpPost, bpPlatform, bpReach, bpER])
+bpPost = Col("Post", ["Studio tour Reel", "Editing tutorial", "Lighting tips carousel", "Workflow thread"])
+bpPlatform = Col("Platform", ["Instagram", "TikTok", "Instagram", "X / Twitter"])
+bpReach = Col("Reach", [412000, 386500, 198200, 96400], "number")
+bpER = Col("Engagement", ["7.2%", "6.8%", "5.1%", "3.9%"])
+scheduleAndCollab = Card([collabCard, earningsCard], "card", "row", "l", "stretch", "between", true)
+collabCard = Card([colHeader, colList], "sunk", "column", "s")
+colHeader = CardHeader("Pending Collaboration Requests", "3 awaiting response")
+colList = ListBlock([c1, c2, c3])
+c1 = ListItem("Lumen Audio — sponsored video", "$2,500 offer · expires in 4 days", null, "Review")
+c2 = ListItem("FrameLab — duet series on TikTok", "Revenue share proposal", null, "Review")
+c3 = ListItem("PeakOutdoors — brand ambassadorship", "3-month contract · $6,000", null, "Review")
+earningsCard = Card([earnHeader, earnBar, earnNote], "sunk", "column", "s")
+earnHeader = CardHeader("Earnings Breakdown — This Month")
+earnBar = SingleStackedBarChart(["Brand deals", "Ad revenue", "Affiliates", "Tips"], [5200, 2140, 1100, 500])
+earnNote = TextContent("Total **$8,940** — up 18% vs last month", "small")
+commentsCard = Card([comHeader, comList], "card", "column", "s")
+comHeader = CardHeader("Comments Waiting for a Reply", "14 unanswered")
+comList = ListBlock([cm1, cm2, cm3])
+cm1 = ListItem("@maya.creates — Instagram", "\"What mic do you use for voiceovers?\" · 2h ago", null, "Reply")
+cm2 = ListItem("@devonfilm — TikTok", "\"This transition is insane, tutorial please!\" · 5h ago", null, "Reply")
+cm3 = ListItem("@lensandlight — YouTube", "\"Would this setup work for livestreaming?\" · 1d ago", null, "Reply")
+schedulerForm = Card([sfHeader, sfForm], "card", "column", "s")
+sfHeader = CardHeader("Schedule a New Post")
+sfForm = Form("schedule-post", sfButtons, [sfPlatform, sfCaption, sfTime])
+sfPlatform = FormControl("Platform", sfPlatformSelect)
+sfPlatformSelect = Select("post_platform", [sfIG, sfTT, sfYT, sfX], "Choose a platform", ["required"])
+sfIG = SelectItem("instagram", "Instagram")
+sfTT = SelectItem("tiktok", "TikTok")
+sfYT = SelectItem("youtube", "YouTube")
+sfX = SelectItem("x", "X / Twitter")
+sfCaption = FormControl("Caption", sfCaptionInput, "Tip: posting at 6–7 PM historically gets 1.9x reach")
+sfCaptionInput = TextArea("caption", "Write your caption...", 4, ["required"])
+sfTime = FormControl("Publish time", sfTimePicker)
+sfTimePicker = DatePicker("publish_time", "single", ["required"])
+sfButtons = Buttons([sfSubmit, sfDraft])
+sfSubmit = Button("Schedule post", null, "primary")
+sfDraft = Button("Save as draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..ce1da7917
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-creator__r4.txt
@@ -0,0 +1,84 @@
+root = Card([header, filterBar, kpiRow, growthChart, platformChart, bestPosts, scheduleList, bestHour, comments, earnings, collabs, scheduler])
+header = CardHeader("Creator Studio", "Cross-platform overview — last 30 days")
+filterBar = Card([filterLabel, filterButtons], "sunk", "row", "m", "center", "start")
+filterLabel = TextContent("Filter by platform:", "small-heavy")
+filterButtons = Buttons([fAll, fInsta, fTikTok, fYouTube, fTwitter])
+fAll = Button("All platforms", null, "primary", null, "small")
+fInsta = Button("Instagram", null, "secondary", null, "small")
+fTikTok = Button("TikTok", null, "secondary", null, "small")
+fYouTube = Button("YouTube", null, "secondary", null, "small")
+fTwitter = Button("X / Twitter", null, "secondary", null, "small")
+kpiRow = Card([kpiFollowers, kpiEngagement, kpiEarnings], "card", "row", "m", "stretch", "between", true)
+kpiFollowers = Card([kfTitle, kfValue, kfDelta], "sunk", "column", "xs")
+kfTitle = TextContent("Total Followers", "small")
+kfValue = TextContent("284,600", "large-heavy")
+kfDelta = Badge("+12,400 this month (4.6%)", "secondary")
+kpiEngagement = Card([keTitle, keValue, keDelta], "sunk", "column", "xs")
+keTitle = TextContent("Engagement Rate", "small")
+keValue = TextContent("5.8%", "large-heavy")
+keDelta = Badge("+0.7 pts vs last month", "secondary")
+kpiEarnings = Card([krTitle, krValue, krDelta], "sunk", "column", "xs")
+krTitle = TextContent("Earnings This Month", "small")
+krValue = TextContent("$8,940", "large-heavy")
+krDelta = Badge("Sponsorships $6,200 · Ad revenue $2,740", "outline")
+growthChart = Card([growthHeader, growth], "card", "column", "s")
+growthHeader = CardHeader("Follower Growth", "Past 4 weeks")
+growth = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [gTotal, gInsta, gTikTok], "natural", "Week", "Followers")
+gTotal = Series("Total", [272200, 276100, 279800, 284600])
+gInsta = Series("Instagram", [121000, 123400, 125100, 128200])
+gTikTok = Series("TikTok", [98500, 100300, 102100, 104900])
+platformChart = Card([platHeader, platSplit], "card", "column", "s")
+platHeader = CardHeader("Audience Split by Platform", "Share of total followers")
+platSplit = PieChart(["Instagram", "TikTok", "YouTube", "X / Twitter"], [128200, 104900, 36200, 15300], "donut")
+bestPosts = Card([bpHeader, bpTable], "card", "column", "s")
+bpHeader = CardHeader("Best Posts This Month", "Ranked by reach")
+bpTable = Table([bpPost, bpPlat, bpReach, bpLikes])
+bpPost = Col("Post", ["Sunset city timelapse", "Studio tour vlog", "Q&A: gear I use", "Behind the edit"])
+bpPlat = Col("Platform", ["Instagram", "YouTube", "TikTok", "TikTok"])
+bpReach = Col("Reach", [412000, 268000, 231000, 187000], "number")
+bpLikes = Col("Likes", [38400, 19200, 27600, 15400], "number")
+scheduleList = Card([scHeader, scTable], "card", "column", "s")
+scHeader = CardHeader("Scheduled This Week", "5 posts queued")
+scTable = Table([scDay, scTime, scPlat, scCaption])
+scDay = Col("Day", ["Mon", "Tue", "Wed", "Fri", "Sun"])
+scTime = Col("Time", ["6:00 PM", "12:30 PM", "7:00 PM", "5:30 PM", "11:00 AM"])
+scPlat = Col("Platform", ["Instagram", "X / Twitter", "TikTok", "YouTube", "Instagram"])
+scCaption = Col("Caption", ["New reel drop", "Thread: editing tips", "POV challenge", "Tutorial premiere", "Weekend recap carousel"])
+bestHour = Callout("success", "Best hour to post: 6–7 PM", "Based on your last 90 days of history, posts published between 6 and 7 PM earn 34% more reach than your daily average.")
+comments = Card([cmHeader, cmList], "card", "column", "s")
+cmHeader = CardHeader("Comments Waiting for Reply", "7 unanswered")
+cmList = ListBlock([cm1, cm2, cm3])
+cm1 = ListItem("@maya.creates — Instagram", "\"What camera did you use for the timelapse?\" — 2h ago", null, "Reply")
+cm2 = ListItem("@devfilms — YouTube", "\"This tutorial saved my project, thank you!\" — 5h ago", null, "Reply")
+cm3 = ListItem("@lena.wav — TikTok", "\"Collab when?? Your edits are unreal\" — 8h ago", null, "Reply")
+earnings = Card([eaHeader, eaChart], "card", "column", "s")
+eaHeader = CardHeader("Earnings Breakdown", "This month: $8,940 total")
+eaChart = SingleStackedBarChart(["Sponsorships", "Ad revenue", "Affiliates", "Tips"], [6200, 2740, 1180, 620])
+collabs = Card([coHeader, coList], "card", "column", "s")
+coHeader = CardHeader("Pending Collaboration Requests", "3 awaiting your response")
+coList = ListBlock([co1, co2, co3])
+co1 = ListItem("Nova Audio — Sponsored reel", "$1,800 · 1 reel + 1 story · due in 3 days", null, "Review")
+co2 = ListItem("FrameLab Presets — Affiliate", "20% commission · ongoing · due in 5 days", null, "Review")
+co3 = ListItem("@shotbyrio — Joint TikTok series", "Revenue share · 4 episodes · due in 1 week", null, "Review")
+scheduler = Card([schHeader, schForm], "card", "column", "s")
+schHeader = CardHeader("Schedule a Post", "Pick a platform, write a caption, set the time")
+schForm = Form("schedule-post", schButtons, [schPlat, schCaption, schDate, schHour])
+schPlat = FormControl("Platform", schPlatSelect)
+schPlatSelect = Select("platform", [spI, spT, spY, spX], "Choose a platform")
+spI = SelectItem("instagram", "Instagram")
+spT = SelectItem("tiktok", "TikTok")
+spY = SelectItem("youtube", "YouTube")
+spX = SelectItem("twitter", "X / Twitter")
+schCaption = FormControl("Caption", schCaptionInput, "Max 2,200 characters")
+schCaptionInput = TextArea("caption", "Write your caption…", 4)
+schDate = FormControl("Date", schDatePicker)
+schDatePicker = DatePicker("post_date", "single")
+schHour = FormControl("Time", schHourSelect, "Tip: 6–7 PM is your best window")
+schHourSelect = Select("post_time", [sh1, sh2, sh3, sh4], "Pick a time")
+sh1 = SelectItem("12:00", "12:00 PM")
+sh2 = SelectItem("15:00", "3:00 PM")
+sh3 = SelectItem("18:00", "6:00 PM (recommended)")
+sh4 = SelectItem("21:00", "9:00 PM")
+schButtons = Buttons([schSubmit, schDraft])
+schSubmit = Button("Schedule post", null, "primary")
+schDraft = Button("Save as draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..41ca6f5f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r1.txt
@@ -0,0 +1,77 @@
+root = Card([header, kpis, alertCritical, tabs, incidentForm, datePicker, transferForm])
+header = CardHeader("Hospital Operations Command", "Live overview — General Hospital, updated 08:42")
+kpis = Card([occChart, erWait, dischargeList, lowSupplies], "sunk", "row", "l", "stretch", "start", true)
+occChart = Card([occHeader, occRadial], "card", "column", "s")
+occHeader = CardHeader("1. Bed Occupancy", "By unit")
+occRadial = RadialChart(["ICU", "Med-Surg", "Pediatrics", "Maternity", "ER Holding"], [92, 78, 54, 66, 88])
+erWait = Card([erHeader, erValue, erTrend], "card", "column", "s")
+erHeader = CardHeader("2. Current ER Wait", "Triage to bed")
+erValue = TextContent("**47 min** average — 23 patients waiting, 6 in triage", "large")
+erTrend = LineChart(["06:00", "08:00", "10:00", "12:00", "14:00", "16:00"], [erSeries], "natural", "Time", "Minutes")
+erSeries = Series("Avg wait (min)", [28, 35, 41, 52, 47, 44])
+dischargeList = Card([dcHeader, dcList], "card", "column", "s")
+dcHeader = CardHeader("7. Ready for Discharge", "Pending paperwork/transport")
+dcList = ListBlock([dc1, dc2, dc3, dc4])
+dc1 = ListItem("R. Alvarez — Med-Surg 4B", "Awaiting pharmacy, ETA 1h")
+dc2 = ListItem("T. Nguyen — Pediatrics 2A", "Transport booked 10:30")
+dc3 = ListItem("M. Okafor — Maternity 3C", "Cleared by physician")
+dc4 = ListItem("J. Smith — Med-Surg 4D", "Awaiting family pickup")
+lowSupplies = Card([supHeader, supTable], "card", "column", "s")
+supHeader = CardHeader("9. Supplies Running Low", "Below reorder threshold")
+supTable = Table([supItem, supLevel])
+supItem = Col("Item", ["N95 masks", "IV saline 1L", "Surgical gloves (M)", "Insulin pens"])
+supLevel = Col("Stock %", [12, 18, 22, 9], "number")
+alertCritical = Alert("6. Critical Patients", "3 critical: Bed ICU-07 (post-op cardiac, unstable BP), Bed ICU-02 (sepsis, on vasopressors), ER-14 (stroke, tPA window closing 09:15)", "destructive")
+tabs = Tabs([tabAdmissions, tabDepts, tabStaff, tabOR])
+tabAdmissions = TabItem("admissions", "3. Admissions (14 days)", [admChart])
+admChart = BarChart(["D1", "D2", "D3", "D4", "D5", "D6", "D7", "D8", "D9", "D10", "D11", "D12", "D13", "D14"], [admSeries], "grouped", "Day", "Admissions")
+admSeries = Series("Admissions", [34, 41, 38, 45, 52, 61, 58, 44, 39, 47, 50, 55, 49, 42])
+tabDepts = TabItem("depts", "4. Patients per Department", [deptChart])
+deptChart = HorizontalBarChart(["Emergency", "Med-Surg", "ICU", "Pediatrics", "Maternity", "Cardiology", "Oncology"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Patients", [29, 86, 18, 24, 16, 31, 22])
+tabStaff = TabItem("staff", "5. Staff on Shift", [staffTable])
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Name", ["Dr. L. Chen", "Dr. A. Patel", "Nurse S. Rivera", "Nurse D. Kim", "Nurse J. Brooks", "Tech M. Rossi", "Dr. H. Adeyemi", "Nurse P. Novak"])
+staffRole = Col("Role", ["Attending Physician", "ER Physician", "Charge Nurse", "ICU Nurse", "ER Nurse", "Radiology Tech", "Surgeon", "Pediatrics Nurse"])
+staffUnit = Col("Unit", ["ICU", "Emergency", "Med-Surg", "ICU", "Emergency", "Imaging", "OR", "Pediatrics"])
+tabOR = TabItem("or", "8. OR Bookings Today", [orTable])
+orTable = Table([orTime, orRoom, orProc, orSurgeon])
+orTime = Col("Time", ["07:30", "09:00", "11:00", "13:30", "15:00"])
+orRoom = Col("Room", ["OR-1", "OR-2", "OR-1", "OR-3", "OR-2"])
+orProc = Col("Procedure", ["Appendectomy", "Hip replacement", "CABG", "C-section", "Cholecystectomy"])
+orSurgeon = Col("Surgeon", ["Dr. Adeyemi", "Dr. Morales", "Dr. Chen", "Dr. Farah", "Dr. Morales"])
+incidentForm = Form("incident-report", incidentButtons, [incType, incLoc, incDesc])
+incType = FormControl("10. Incident type", incTypeSelect)
+incTypeSelect = Select("incident_type", [incMed, incFall, incEquip, incSec], "Select category")
+incMed = SelectItem("medication", "Medication error")
+incFall = SelectItem("fall", "Patient fall")
+incEquip = SelectItem("equipment", "Equipment failure")
+incSec = SelectItem("security", "Security / safety")
+incLoc = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. Ward 4B, Room 412")
+incDesc = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "Describe what happened...", 4)
+incidentButtons = Buttons([incSubmit])
+incSubmit = Button("File incident report", null, "primary")
+datePicker = Card([dpHeader, dpCal], "card", "column", "s")
+dpHeader = CardHeader("11. View Another Day", "Select a date to load that day's operations")
+dpCal = CalendarBlock("single", "2025-06-10", 1, "dropdown")
+transferForm = Form("transfer-request", transferButtons, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("12. Patient ID / name", trPatientInput)
+trPatientInput = Input("patient", "e.g. MRN-88231 or J. Doe")
+trFrom = FormControl("From unit", trFromSelect)
+trFromSelect = Select("from_unit", [uER, uICU, uMS, uPed], "Current unit")
+uER = SelectItem("er", "Emergency")
+uICU = SelectItem("icu", "ICU")
+uMS = SelectItem("medsurg", "Med-Surg")
+uPed = SelectItem("peds", "Pediatrics")
+trTo = FormControl("To unit", trToSelect)
+trToSelect = Select("to_unit", [uER2, uICU2, uMS2, uPed2], "Destination unit")
+uER2 = SelectItem("er", "Emergency")
+uICU2 = SelectItem("icu", "ICU")
+uMS2 = SelectItem("medsurg", "Med-Surg")
+uPed2 = SelectItem("peds", "Pediatrics")
+trReason = FormControl("Clinical reason", trReasonArea)
+trReasonArea = TextArea("reason", "Justification for transfer...", 3)
+transferButtons = Buttons([trSubmit])
+trSubmit = Button("Request transfer", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..7f6d330ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r2.txt
@@ -0,0 +1,77 @@
+root = Card([header, alerts, kpiRow, occupancyChart, admissionsChart, deptChart, staffTable, dischargeList, orTable, suppliesTable, actions, datePicker, followUps])
+header = CardHeader("Hospital Operations Command", "St. Mercy General — Live status, Tuesday 09:42")
+alerts = Callout("error", "Critical Patients", "3 patients require immediate attention: Bed ICU-04 (post-op deterioration), Bed ER-12 (chest pain, troponin rising), Bed ICU-07 (ventilator alarm). Rapid response teams notified.")
+kpiRow = Card([occKpi, erKpi, critKpi, dischKpi], "sunk", "row", "l", "stretch", "around", true)
+occKpi = Card([occTitle, occVal, occProg], "card", "column", "s")
+occTitle = TextContent("Bed Occupancy", "small")
+occVal = TextContent("412 / 480 beds (86%)", "large-heavy")
+occProg = Progress(86, "Occupancy")
+erKpi = Card([erTitle, erVal, erNote], "card", "column", "s")
+erTitle = TextContent("Current ER Wait", "small")
+erVal = TextContent("47 min", "large-heavy")
+erNote = Badge("Above 30 min target", "destructive")
+critKpi = Card([critTitle, critVal, critNote], "card", "column", "s")
+critTitle = TextContent("Critical Patients", "small")
+critVal = TextContent("3", "large-heavy")
+critNote = Badge("RRT active", "destructive")
+dischKpi = Card([dischTitle, dischVal, dischNote], "card", "column", "s")
+dischTitle = TextContent("Ready for Discharge", "small")
+dischVal = TextContent("14", "large-heavy")
+dischNote = Badge("Freeing beds today", "secondary")
+occupancyChart = PieChart(["Occupied", "Available", "Cleaning", "Isolation"], [412, 38, 18, 12], "donut")
+admissionsChart = LineChart(["Apr 1", "Apr 2", "Apr 3", "Apr 4", "Apr 5", "Apr 6", "Apr 7", "Apr 8", "Apr 9", "Apr 10", "Apr 11", "Apr 12", "Apr 13", "Apr 14"], [admSeries], "natural", "Day", "Admissions")
+admSeries = Series("Admissions", [58, 64, 71, 66, 49, 44, 52, 60, 68, 74, 69, 55, 47, 62])
+deptChart = HorizontalBarChart(["Emergency", "Internal Med", "Cardiology", "Orthopedics", "Oncology", "Pediatrics", "ICU"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Patients", [64, 92, 58, 47, 39, 28, 22])
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Staff Member", ["Dr. A. Reyes", "Dr. S. Chen", "Dr. M. Okafor", "Nurse J. Patel", "Nurse L. Gomez", "Nurse T. Novak", "Tech R. Kim", "Tech D. Ali"])
+staffRole = Col("Role", ["ER Physician", "Cardiologist", "Intensivist", "ER Nurse", "ICU Nurse", "Ward Nurse", "Radiology Tech", "Lab Tech"])
+staffUnit = Col("Unit", ["Emergency", "Cardiology", "ICU", "Emergency", "ICU", "Internal Med", "Imaging", "Laboratory"])
+dischargeList = ListBlock([d1, d2, d3, d4])
+d1 = ListItem("Rm 302 — E. Thompson", "Pneumonia resolved, awaiting pharmacy", null, "Confirm")
+d2 = ListItem("Rm 418 — R. Alvarez", "Post-appendectomy day 2, transport booked", null, "Confirm")
+d3 = ListItem("Rm 215 — G. Wu", "CHF stable, home care arranged", null, "Confirm")
+d4 = ListItem("Rm 507 — P. Ndiaye", "Observation complete, paperwork pending", null, "Confirm")
+orTable = Table([orTime, orRoom, orProc, orSurgeon])
+orTime = Col("Time", ["08:00", "09:30", "11:00", "13:00", "14:30", "16:00"])
+orRoom = Col("Room", ["OR-1", "OR-2", "OR-1", "OR-3", "OR-2", "OR-1"])
+orProc = Col("Procedure", ["Total knee replacement", "Laparoscopic cholecystectomy", "CABG", "C-section", "Spinal fusion L4-L5", "Hernia repair"])
+orSurgeon = Col("Surgeon", ["Dr. Halloran", "Dr. Vance", "Dr. Iyer", "Dr. Brooks", "Dr. Halloran", "Dr. Vance"])
+suppliesTable = Table([supItem, supLevel, supStatus])
+supItem = Col("Supply", ["IV saline 1L bags", "N95 respirators", "Surgical gloves (M)", "Epinephrine 1mg vials", "Blood bags O-neg"])
+supLevel = Col("Stock", ["18% (220 units)", "12% (480 units)", "22% (1,900 pairs)", "9% (34 vials)", "15% (11 units)"])
+supStatus = Col("Status", ["Reorder placed", "URGENT", "Reorder placed", "URGENT", "URGENT"])
+actions = Buttons([incidentBtn, transferBtn])
+incidentBtn = DialogBlock("File an Incident", "Incident Report", "Describe what happened. Risk management is notified on submission.", [incForm])
+incForm = Form("incident-report", incButtons, [incType, incLoc, incDesc])
+incType = FormControl("Incident type", incTypeSel)
+incTypeSel = Select("incident_type", [it1, it2, it3, it4], "Select type")
+it1 = SelectItem("patient-safety", "Patient safety")
+it2 = SelectItem("medication", "Medication error")
+it3 = SelectItem("equipment", "Equipment failure")
+it4 = SelectItem("security", "Security / other")
+incLoc = FormControl("Location", Input("location", "e.g. Ward 4B, Bed 12"))
+incDesc = FormControl("Description", TextArea("description", "What happened, who was involved, immediate actions taken", 4))
+incButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit report", null, "primary")
+incCancel = Button("Cancel", null, "tertiary")
+transferBtn = DialogBlock("Request Patient Transfer", "Patient Transfer Request", "Send a transfer request to the receiving unit coordinator.", [trForm])
+trForm = Form("transfer-request", trButtons, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("Patient ID", Input("patient_id", "e.g. MRN-88412"))
+trFrom = FormControl("From unit", Select("from_unit", [u1, u2, u3, u4], "Current unit"))
+trTo = FormControl("To unit", Select("to_unit", [u1, u2, u3, u4], "Destination unit"))
+u1 = SelectItem("er", "Emergency")
+u2 = SelectItem("icu", "ICU")
+u3 = SelectItem("im", "Internal Medicine")
+u4 = SelectItem("stepdown", "Step-down")
+trReason = FormControl("Clinical reason", TextArea("reason", "Why is the transfer needed?", 3))
+trButtons = Buttons([trSubmit, trCancel])
+trSubmit = Button("Send request", null, "primary")
+trCancel = Button("Cancel", null, "tertiary")
+datePicker = DrawerBlock("View Another Day", "Select a Date", "Pick a day to load its operations snapshot.", [calBlock, dateNote])
+calBlock = CalendarBlock("single", "2025-04-14", 1, "dropdown")
+dateNote = TextContent("Historical snapshots are available for the past 90 days.", "small")
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show ICU capacity detail")
+f2 = FollowUpItem("Draft the urgent supply restock order")
+f3 = FollowUpItem("Summarize critical patient status for handoff")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..c10243569
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r3.txt
@@ -0,0 +1,87 @@
+root = Card([header, statusRow, kpis, admissionsChart, deptChart, staffSection, criticalSection, dischargeSection, orSection, suppliesSection, actionsSection])
+header = CardHeader("Hospital Operations Command", "General Hospital — Live overview, Tuesday May 14")
+statusRow = Card([occText, occProgress, erCallout, erProgress], "clear", "row", "l")
+occText = TextContent("**Bed Occupancy** — 312 of 400 beds occupied (78%)", "default")
+occProgress = Progress(78, "Overall bed occupancy")
+erCallout = Callout("warning", "ER Wait Time", "Current average ER wait: 42 minutes. 18 patients waiting, 3 triaged as urgent.")
+erProgress = Progress(42, "ER wait (minutes)")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Key Metric", ["Beds occupied", "Beds available", "ER patients waiting", "Avg ER wait", "Critical patients", "Discharge-ready", "OR cases today", "Low-stock supplies"])
+kpiValue = Col("Value", ["312", "88", "18", "42 min", "6", "14", "9", "5 items"])
+admissionsChart = LineChart(["Apr 30", "May 1", "May 2", "May 3", "May 4", "May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13"], [admSeries, dischSeries], "natural", "Date", "Patients")
+admSeries = Series("Admissions", [34, 41, 38, 29, 22, 18, 35, 44, 40, 37, 31, 25, 19, 42])
+dischSeries = Series("Discharges", [30, 36, 35, 33, 26, 20, 31, 39, 42, 34, 33, 28, 22, 38])
+deptChart = BarChart(["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "Maternity", "Oncology", "General Med"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Current patients", [46, 24, 38, 29, 21, 17, 26, 71])
+staffSection = SectionBlock([staffItem], true)
+staffItem = SectionItem("staff", "Staff on Shift (12)", [staffTable])
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Name", ["Dr. A. Reyes", "Dr. K. Osei", "Dr. M. Lindqvist", "Nurse J. Park", "Nurse T. Alvarez", "Nurse S. Okafor", "Nurse R. Dubois", "Tech L. Chen", "Tech P. Novak", "Dr. H. Farah", "Nurse B. Kim", "Tech D. Silva"])
+staffRole = Col("Role", ["Attending — ER", "Intensivist — ICU", "Surgeon — OR", "Charge Nurse — ER", "RN — ICU", "RN — Cardiology", "RN — Pediatrics", "Radiology Tech", "Lab Tech", "Hospitalist", "RN — Maternity", "Pharmacy Tech"])
+staffUnit = Col("Unit", ["Emergency", "ICU", "OR", "Emergency", "ICU", "Cardiology", "Pediatrics", "Imaging", "Lab", "General Med", "Maternity", "Pharmacy"])
+criticalSection = Card([critHeader, critAlert, critTable], "sunk", "column", "m")
+critHeader = CardHeader("Critical Patients", "Requires immediate attention")
+critAlert = Alert("Code watch: Bed ICU-04", "Patient 1042 post-op deterioration — rapid response team notified 08:12", "destructive")
+critTable = Table([critId, critBed, critCond])
+critId = Col("Patient ID", ["1042", "1087", "1093", "1101", "1108", "1115"])
+critBed = Col("Bed", ["ICU-04", "ICU-07", "ER-12", "ICU-02", "CCU-05", "ER-09"])
+critCond = Col("Condition", ["Post-op sepsis", "Acute respiratory failure", "STEMI — awaiting cath lab", "Stroke — thrombolysis", "Unstable angina", "Severe trauma — MVA"])
+dischargeSection = SectionBlock([dischItem], true)
+dischItem = SectionItem("discharge", "Ready for Discharge (14)", [dischList])
+dischList = ListBlock([d1, d2, d3, d4, d5])
+d1 = ListItem("Patient 0973 — Room 4B", "Cardiology — paperwork signed, awaiting transport")
+d2 = ListItem("Patient 1011 — Room 2A", "Orthopedics — pharmacy pickup pending")
+d3 = ListItem("Patient 1026 — Room 3C", "General Med — final vitals check at 11:00")
+d4 = ListItem("Patient 1055 — Room 5D", "Pediatrics — parents briefed, discharge summary ready")
+d5 = ListItem("Patient 1062 — Room 1E", "Maternity — newborn screening complete")
+orSection = SectionBlock([orItem], true)
+orItem = SectionItem("or", "Today's OR Bookings (9)", [orTable])
+orTable = Table([orTime, orRoom, orProc, orStatus])
+orTime = Col("Time", ["07:30", "09:00", "10:15", "11:30", "13:00", "13:30", "14:45", "15:30", "16:15"])
+orRoom = Col("Room", ["OR-1", "OR-3", "OR-2", "OR-1", "OR-4", "OR-2", "OR-3", "OR-1", "OR-2"])
+orProc = Col("Procedure", ["Appendectomy", "CABG", "Hip replacement", "Cholecystectomy", "C-section", "Spinal fusion", "Cataract", "Tumor resection", "Fracture repair"])
+orStatus = Col("Status", ["Complete", "In progress", "In progress", "On deck", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+suppliesSection = Card([supHeader, supAlert, supChart], "sunk", "column", "m")
+supHeader = CardHeader("Supplies Running Low", "Below reorder threshold")
+supAlert = Alert("Reorder needed", "5 items below safety stock. Purchasing notified for 2; 3 require approval.", "warning")
+supChart = HorizontalBarChart(["IV saline bags", "N95 masks", "Surgical gloves (M)", "Insulin pens", "Blood bags O-neg"], [supSeries], "grouped", "Supply", "% of target stock")
+supSeries = Series("Stock level", [18, 25, 32, 12, 8])
+actionsSection = Card([actionsHeader, dayPicker, incidentForm, transferForm], "card", "column", "l")
+actionsHeader = CardHeader("Actions", "File reports, change the viewed day, or request a transfer")
+dayPicker = CalendarBlock("single", "2024-05-14", 1, "dropdown")
+incidentForm = Form("incident-report", incidentButtons, [incType, incLoc, incDesc])
+incType = FormControl("Incident type", incTypeSelect)
+incTypeSelect = Select("incident_type", [incT1, incT2, incT3, incT4], "Select type")
+incT1 = SelectItem("patient-safety", "Patient safety")
+incT2 = SelectItem("equipment", "Equipment failure")
+incT3 = SelectItem("medication", "Medication error")
+incT4 = SelectItem("facility", "Facility issue")
+incLoc = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. Ward 3C, ER Bay 5")
+incDesc = FormControl("Description", incDescArea, "Include time, people involved, and immediate actions taken")
+incDescArea = TextArea("description", "Describe the incident...", 4)
+incidentButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("File Incident", null, "primary")
+incCancel = Button("Clear", null, "tertiary")
+transferForm = Form("transfer-request", transferButtons, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("Patient ID", trPatientInput)
+trPatientInput = Input("patient_id", "e.g. 1042")
+trFrom = FormControl("From unit", trFromSelect)
+trFromSelect = Select("from_unit", [uER, uICU, uCard, uOrtho, uGen], "Current unit")
+uER = SelectItem("er", "Emergency")
+uICU = SelectItem("icu", "ICU")
+uCard = SelectItem("cardiology", "Cardiology")
+uOrtho = SelectItem("orthopedics", "Orthopedics")
+uGen = SelectItem("general", "General Medicine")
+trTo = FormControl("To unit", trToSelect)
+trToSelect = Select("to_unit", [uER2, uICU2, uCard2, uOrtho2, uGen2], "Destination unit")
+uER2 = SelectItem("er", "Emergency")
+uICU2 = SelectItem("icu", "ICU")
+uCard2 = SelectItem("cardiology", "Cardiology")
+uOrtho2 = SelectItem("orthopedics", "Orthopedics")
+uGen2 = SelectItem("general", "General Medicine")
+trReason = FormControl("Reason for transfer", trReasonArea)
+trReasonArea = TextArea("reason", "Clinical justification...", 3)
+transferButtons = Buttons([trSubmit, trCancel])
+trSubmit = Button("Request Transfer", null, "primary")
+trCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..6b931a869
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-hospital__r4.txt
@@ -0,0 +1,75 @@
+root = Card([header, dateRow, alerts, kpiRow, chartsRow, deptChart, listsRow, orTable, supplies, actions], "card", "column", "l")
+header = CardHeader("Hospital Operations Command", "Live status — St. Mary's General Hospital")
+dateRow = Form("date-lookup", dateButtons, [dateField])
+dateField = FormControl("View another day", datePicker, "Select a date to load historical operations data")
+datePicker = DatePicker("ops_date", "single", null, ["2024-06-12"])
+dateButtons = Buttons([dateBtn])
+dateBtn = Button("Load day", null, "secondary")
+alerts = Callout("error", "3 critical patients require attention", "ICU-04 (post-op sepsis watch), ER-12 (stroke protocol active), CCU-02 (arrhythmia monitoring). Rapid response teams notified.")
+kpiRow = Card([occProgress, erProgress, critBadge, dischargeBadge], "sunk", "row", "l", "center", "around", true)
+occProgress = Progress(87, "Bed occupancy — 261 / 300 beds")
+erProgress = Progress(42, "Current ER wait — 42 min avg")
+critBadge = Badge("3 critical patients", "destructive")
+dischargeBadge = Badge("11 ready for discharge", "secondary")
+chartsRow = Card([admissionsChart], "clear", "column", "m")
+admissionsChart = LineChart(dayLabels, [admSeries], "natural", "Day", "Admissions")
+dayLabels = ["May 30", "May 31", "Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12"]
+admSeries = Series("Admissions", [38, 42, 35, 29, 31, 44, 47, 40, 36, 33, 30, 45, 49, 41])
+deptChart = BarChart(deptLabels, [deptSeries], "grouped", "Department", "Patients")
+deptLabels = ["Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics", "Oncology", "Maternity", "General Med"]
+deptSeries = Series("Current patients", [34, 18, 26, 22, 15, 19, 12, 61])
+listsRow = Card([staffCard, dischargeCard], "clear", "row", "l", "stretch", "start", true)
+staffCard = Card([staffHeader, staffTable], "card", "column", "s")
+staffHeader = CardHeader("Staff on shift", "Day shift — 7:00 AM to 7:00 PM")
+staffTable = Table([staffName, staffRole])
+staffName = Col("Name", ["Dr. A. Reyes", "Dr. M. Chen", "Nurse J. Okafor", "Nurse L. Brooks", "Nurse T. Ali", "Tech S. Patel", "Dr. H. Nguyen", "Nurse R. Gomez"])
+staffRole = Col("Role", ["ER Physician", "Intensivist", "ER Nurse", "ICU Nurse", "Charge Nurse", "Radiology Tech", "Surgeon", "Ward Nurse"])
+dischargeCard = Card([dischargeHeader, dischargeList], "card", "column", "s")
+dischargeHeader = CardHeader("Ready for discharge", "Pending paperwork or transport")
+dischargeList = ListBlock([d1, d2, d3, d4])
+d1 = ListItem("Rm 214 — E. Whitfield", "Cardiology — awaiting pharmacy consult")
+d2 = ListItem("Rm 308 — P. Simmons", "Orthopedics — transport arranged 2 PM")
+d3 = ListItem("Rm 117 — G. Marsh", "General Med — paperwork complete")
+d4 = ListItem("Rm 422 — A. Delgado", "Maternity — pediatric clearance pending")
+orTable = Table([orTime, orRoom, orProc, orSurgeon])
+orTime = Col("Time", ["07:30", "09:00", "10:30", "12:00", "13:30", "15:00"])
+orRoom = Col("Room", ["OR-1", "OR-2", "OR-1", "OR-3", "OR-2", "OR-1"])
+orProc = Col("Procedure", ["Appendectomy", "Knee replacement", "CABG", "Cataract removal", "Hernia repair", "Spinal fusion"])
+orSurgeon = Col("Surgeon", ["Dr. H. Nguyen", "Dr. K. Osei", "Dr. V. Roth", "Dr. L. Park", "Dr. H. Nguyen", "Dr. K. Osei"])
+supplies = Table([supItem, supLevel, supStatus])
+supItem = Col("Supply", ["IV saline bags", "N95 masks", "Surgical gloves (M)", "Blood units O-", "Insulin pens"])
+supLevel = Col("Stock", ["18%", "22%", "15%", "9%", "27%"])
+supStatus = Col("Status", ["Reorder placed", "Low", "Critical", "Critical", "Low"])
+actions = Card([actionHeader, actionButtons], "sunk", "column", "m")
+actionHeader = CardHeader("Quick actions", "File reports and requests")
+actionButtons = Buttons([incidentDialog, transferDialog], "row")
+incidentDialog = DialogBlock("File an incident", "File an incident report", "Describe the incident. It will be routed to the safety officer.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incType, incLoc, incDesc])
+incType = FormControl("Incident type", incTypeSelect)
+incTypeSelect = Select("incident_type", [it1, it2, it3, it4], "Select type")
+it1 = SelectItem("patient-safety", "Patient safety")
+it2 = SelectItem("equipment", "Equipment failure")
+it3 = SelectItem("medication", "Medication error")
+it4 = SelectItem("other", "Other")
+incLoc = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. Ward 3, Room 214")
+incDesc = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "What happened?", 4)
+incidentButtons = Buttons([incidentSubmit])
+incidentSubmit = Button("Submit incident", null, "primary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Submit a transfer request to the bed management team.", [transferForm], "default")
+transferForm = Form("transfer-request", transferButtons, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("Patient ID / name", trPatientInput)
+trPatientInput = Input("patient", "e.g. MRN-88412 or J. Doe")
+trFrom = FormControl("From unit", trFromInput)
+trFromInput = Input("from_unit", "e.g. ER")
+trTo = FormControl("To unit", trToSelect)
+trToSelect = Select("to_unit", [tu1, tu2, tu3, tu4], "Select destination")
+tu1 = SelectItem("icu", "ICU")
+tu2 = SelectItem("ccu", "CCU")
+tu3 = SelectItem("general", "General Medicine")
+tu4 = SelectItem("stepdown", "Step-down unit")
+trReason = FormControl("Reason", trReasonArea)
+trReasonArea = TextArea("reason", "Clinical justification for transfer", 3)
+transferButtons = Buttons([transferSubmit])
+transferSubmit = Button("Submit transfer request", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..4c789d669
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r1.txt
@@ -0,0 +1,56 @@
+root = Card([header, summary, quarterPicker, projectsTable, overdue, budgetChart, utilization, risks, upcoming, paceChart, blocked, actions])
+header = CardHeader("PMO Portfolio Review", "Q3 2025 — All active initiatives")
+summary = Callout("info", "Portfolio Health", "8 active projects: 5 on track, 2 at risk, 1 critical — overall pace is 94% of planned velocity.")
+quarterPicker = Form("quarter-select", quarterButtons, [quarterField])
+quarterField = FormControl("Viewing quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 2025")
+q1 = SelectItem("q1", "Q1 2025")
+q2 = SelectItem("q2", "Q2 2025")
+q3 = SelectItem("q3", "Q3 2025")
+q4 = SelectItem("q4", "Q4 2025")
+quarterButtons = Buttons([quarterBtn])
+quarterBtn = Button("Load quarter", null, "secondary", "normal", "small")
+projectsTable = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Atlas CRM", "Orion Payments", "Nova Mobile", "Beacon Analytics", "Titan Infra", "Echo Support", "Pulse Marketing", "Vega API"])
+projOwner = Col("Owner", ["S. Chen", "M. Alvarez", "J. Park", "R. Osei", "L. Novak", "T. Ibrahim", "K. Tanaka", "D. Moreau"])
+projDeadline = Col("Deadline", ["2025-09-12", "2025-10-03", "2025-08-29", "2025-11-14", "2025-12-05", "2025-09-26", "2025-10-17", "2025-11-28"])
+projHealth = Col("Health", ["On track", "At risk", "On track", "On track", "Critical", "On track", "At risk", "On track"])
+overdue = ListBlock([om1, om2, om3])
+om1 = ListItem("Orion Payments — PCI audit sign-off", "Due 2025-08-05, 11 days overdue — M. Alvarez")
+om2 = ListItem("Titan Infra — Data center migration", "Due 2025-08-09, 7 days overdue — L. Novak")
+om3 = ListItem("Pulse Marketing — Landing page redesign", "Due 2025-08-12, 4 days overdue — K. Tanaka")
+budgetChart = BarChart(["Atlas", "Orion", "Nova", "Beacon", "Titan", "Echo", "Pulse", "Vega"], [allocSeries, spentSeries], "grouped", "Project", "USD (k)")
+allocSeries = Series("Allocated", [420, 380, 260, 310, 500, 180, 220, 290])
+spentSeries = Series("Spent", [310, 355, 190, 240, 470, 120, 205, 210])
+utilization = Table([teamName, teamUtil])
+teamName = Col("Team", ["Frontend", "Backend", "QA", "DevOps", "Design", "Data"])
+teamUtil = Col("Utilization %", [92, 87, 78, 104, 66, 81], "number")
+risks = Table([riskDesc, riskProj, riskSev])
+riskDesc = Col("Risk", ["Vendor API deprecation", "Key engineer on leave", "Scope creep in phase 2", "Compliance review delay", "Third-party SLA breach"])
+riskProj = Col("Project", ["Vega API", "Titan Infra", "Orion Payments", "Orion Payments", "Echo Support"])
+riskSev = Col("Severity", ["High", "Critical", "Medium", "High", "Low"])
+upcoming = ListBlock([ud1, ud2, ud3, ud4])
+ud1 = ListItem("Nova Mobile — Beta release", "Due 2025-08-29 — J. Park")
+ud2 = ListItem("Atlas CRM — UAT complete", "Due 2025-08-30 — S. Chen")
+ud3 = ListItem("Echo Support — Chatbot v2 launch", "Due 2025-09-02 — T. Ibrahim")
+ud4 = ListItem("Beacon Analytics — Dashboard GA", "Due 2025-09-05 — R. Osei")
+paceChart = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [paceSeries, planSeries], "natural", "Sprint", "Story points")
+paceSeries = Series("Delivered", [142, 158, 149, 171, 163, 168])
+planSeries = Series("Planned", [150, 150, 160, 160, 170, 170])
+blocked = ListBlock([bw1, bw2, bw3])
+bw1 = ListItem("Titan Infra — Network cutover runbook", "Blocked 6 days: awaiting security approval")
+bw2 = ListItem("Orion Payments — Fraud rules engine", "Blocked 3 days: dependency on Vega API schema")
+bw3 = ListItem("Pulse Marketing — Email templates", "Blocked 2 days: brand assets not finalized")
+actions = Card([staffForm, exportBtn, archiveBtn], "sunk", "column", "m")
+staffForm = Form("staffing-request", staffButtons, [staffProj, staffCount])
+staffProj = FormControl("Project needing people", staffProjSelect)
+staffProjSelect = Select("project", [sp1, sp2, sp3], "Choose a project")
+sp1 = SelectItem("orion", "Orion Payments")
+sp2 = SelectItem("titan", "Titan Infra")
+sp3 = SelectItem("pulse", "Pulse Marketing")
+staffCount = FormControl("Additional headcount", staffCountInput, "Engineers or designers needed")
+staffCountInput = Input("headcount", "e.g. 2", "number")
+staffButtons = Buttons([staffBtn])
+staffBtn = Button("Request staffing", null, "primary")
+exportBtn = Button("Export review (PDF / CSV)", null, "secondary")
+archiveBtn = AlertDialogBlock("Archive finished project", "Archive project?", "This will move the completed project and its history to the archive. Active projects are unaffected.", "Archive", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..be755d9c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r2.txt
@@ -0,0 +1,59 @@
+root = Card([header, healthSummary, quarterRow, projectsTable, milestonesSection, budgetChart, utilChart, risksTable, deadlinesList, paceChart, blockedList, actionsRow])
+header = CardHeader("PMO Portfolio Review", "Q3 2024 · 6 active projects · Updated today")
+healthSummary = Callout("warning", "Portfolio health: AT RISK", "4 of 6 projects on track; Atlas is over budget and Mercury has 3 blocked items — escalation recommended.")
+quarterRow = Card([quarterLabel, quarterButtons], "sunk", "row", "m", "center", "between")
+quarterLabel = TextContent("Viewing quarter:", "small-heavy")
+quarterButtons = Buttons([q1, q2, q3, q4])
+q1 = Button("Q1 2024", null, "tertiary", null, "small")
+q2 = Button("Q2 2024", null, "tertiary", null, "small")
+q3 = Button("Q3 2024", null, "primary", null, "small")
+q4 = Button("Q4 2024", null, "tertiary", null, "small")
+projectsTable = Table([pName, pOwner, pDeadline, pHealth])
+pName = Col("Project", ["Atlas", "Beacon", "Cinder", "Drift", "Ember", "Mercury"])
+pOwner = Col("Owner", ["S. Rao", "L. Chen", "M. Okafor", "J. Diaz", "A. Novak", "T. Berg"])
+pDeadline = Col("Deadline", ["2024-09-15", "2024-10-02", "2024-08-30", "2024-11-12", "2024-09-28", "2024-08-22"])
+pHealth = Col("Health", ["At Risk", "On Track", "On Track", "On Track", "Watch", "Blocked"])
+milestonesSection = SectionBlock([msItem], true)
+msItem = SectionItem("milestones", "Overdue milestones (4)", [msList])
+msList = ListBlock([ms1, ms2, ms3, ms4])
+ms1 = ListItem("Atlas — API gateway cutover", "Due 2024-07-28 · 18 days overdue · S. Rao")
+ms2 = ListItem("Mercury — Payment provider certification", "Due 2024-08-05 · 10 days overdue · T. Berg")
+ms3 = ListItem("Ember — Accessibility audit", "Due 2024-08-09 · 6 days overdue · A. Novak")
+ms4 = ListItem("Atlas — Load test sign-off", "Due 2024-08-12 · 3 days overdue · S. Rao")
+budgetChart = BarChart(["Atlas", "Beacon", "Cinder", "Drift", "Ember", "Mercury"], [spentSeries, allocSeries], "grouped", "Project", "USD (k)")
+spentSeries = Series("Spent", [412, 188, 96, 54, 141, 230])
+allocSeries = Series("Allocated", [380, 240, 150, 120, 160, 260])
+utilChart = HorizontalBarChart(["S. Rao", "L. Chen", "M. Okafor", "J. Diaz", "A. Novak", "T. Berg", "K. Ito", "P. Haddad"], [utilSeries], null, "Team member", "Utilization %")
+utilSeries = Series("Utilization", [118, 92, 85, 76, 104, 121, 63, 88])
+risksTable = Table([rDesc, rProject, rSeverity])
+rDesc = Col("Risk", ["Vendor API deprecation", "Key engineer on leave", "Scope creep in checkout flow", "Test env instability", "Compliance review pending"])
+rProject = Col("Project", ["Mercury", "Atlas", "Mercury", "Ember", "Beacon"])
+rSeverity = Col("Severity", ["Critical", "High", "High", "Medium", "Medium"])
+deadlinesList = ListBlock([dl1, dl2, dl3, dl4])
+dl1 = ListItem("Mercury — Beta release", "2024-08-22 · T. Berg · Blocked")
+dl2 = ListItem("Cinder — Final UAT", "2024-08-26 · M. Okafor · On Track")
+dl3 = ListItem("Ember — Design freeze", "2024-08-27 · A. Novak · Watch")
+dl4 = ListItem("Cinder — Go-live", "2024-08-30 · M. Okafor · On Track")
+paceChart = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [paceSeries], "natural", "Sprint", "Story points")
+paceSeries = Series("Delivered points", [82, 91, 78, 95, 88, 72])
+blockedList = ListBlock([b1, b2, b3])
+b1 = ListItem("MRC-214 — Payment webhook retries", "Blocked 9 days · waiting on vendor sandbox · Mercury")
+b2 = ListItem("MRC-198 — Fraud rules config", "Blocked 6 days · needs security sign-off · Mercury")
+b3 = ListItem("ATL-340 — TLS cert provisioning", "Blocked 4 days · infra ticket open · Atlas")
+actionsRow = Card([peopleDialog, exportBtn, archiveDialog], "clear", "row", "m", "center", "start", true)
+peopleDialog = DialogBlock("Request more people", "Request additional headcount", "Submit a staffing request to the PMO.", [reqForm])
+reqForm = Form("headcount-request", reqButtons, [reqProject, reqCount, reqReason])
+reqProject = FormControl("Project", reqProjectSelect)
+reqProjectSelect = Select("project", [rpAtlas, rpMercury, rpEmber], "Select project")
+rpAtlas = SelectItem("atlas", "Atlas")
+rpMercury = SelectItem("mercury", "Mercury")
+rpEmber = SelectItem("ember", "Ember")
+reqCount = FormControl("People needed", reqCountInput, "FTEs for how many sprints")
+reqCountInput = Input("count", "e.g. 2", "number")
+reqReason = FormControl("Justification", reqReasonArea)
+reqReasonArea = TextArea("reason", "Why is this needed?", 3)
+reqButtons = Buttons([reqSubmit, reqCancel])
+reqSubmit = Button("Submit request", null, "primary")
+reqCancel = Button("Cancel", null, "tertiary")
+exportBtn = Button("Export review (PDF)", null, "secondary")
+archiveDialog = AlertDialogBlock("Archive finished project", "Archive project", "Cinder completes 2024-08-30. Archiving removes it from the active portfolio. Continue?", "Archive", "Cancel", "outline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..332376e38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r3.txt
@@ -0,0 +1,63 @@
+root = Card([header, summary, quarterPicker, projectsTable, milestonesAlert, overdueTable, budgetChart, utilChart, risksTable, deadlinesList, paceChart, blockedTable, actions, staffingDrawer])
+header = CardHeader("PMO Portfolio Review", "Q3 FY2025 · All active programs")
+summary = Callout("info", "Portfolio Health", "8 active projects — 5 on track, 2 at risk, 1 critical; overall delivery pace is up 9% over the last six sprints.")
+quarterPicker = Buttons([q1Btn, q2Btn, q3Btn, q4Btn])
+q1Btn = Button("View Q1", null, "tertiary", null, "small")
+q2Btn = Button("View Q2", null, "tertiary", null, "small")
+q3Btn = Button("Q3 (current)", null, "primary", null, "small")
+q4Btn = Button("View Q4", null, "tertiary", null, "small")
+projectsTable = Table([pName, pOwner, pDeadline, pHealth])
+pName = Col("Project", ["Atlas CRM Migration", "Orion Mobile App", "Phoenix Payments", "Nimbus Data Platform", "Vega Website Redesign", "Titan API Gateway", "Luna Analytics Suite", "Comet Onboarding Flow"])
+pOwner = Col("Owner", ["S. Rivera", "D. Kim", "A. Patel", "M. Chen", "J. Okafor", "L. Novak", "R. Singh", "T. Alvarez"])
+pDeadline = Col("Deadline", ["2025-09-30", "2025-10-15", "2025-08-22", "2025-11-05", "2025-09-12", "2025-10-01", "2025-12-01", "2025-08-29"])
+pHealth = Col("Health", ["On track", "At risk", "Critical", "On track", "On track", "At risk", "On track", "On track"])
+milestonesAlert = Alert("Overdue Milestones", "4 milestones are past due across 3 projects and need immediate attention.", "warning")
+overdueTable = Table([mName, mProject, mDue, mDays])
+mName = Col("Milestone", ["Payment gateway certification", "Beta release sign-off", "Schema migration complete", "Security pen-test report"])
+mProject = Col("Project", ["Phoenix Payments", "Orion Mobile App", "Nimbus Data Platform", "Titan API Gateway"])
+mDue = Col("Due Date", ["2025-08-01", "2025-08-05", "2025-08-08", "2025-08-10"])
+mDays = Col("Days Overdue", [17, 13, 10, 8], "number")
+budgetChart = HorizontalBarChart(["Atlas CRM", "Orion App", "Phoenix Pay", "Nimbus Data", "Vega Web", "Titan API", "Luna Analytics", "Comet Onboarding"], [spentSeries, allocSeries], "grouped", "Project", "USD (k)")
+spentSeries = Series("Spent", [412, 388, 296, 540, 145, 210, 180, 92])
+allocSeries = Series("Allocated", [500, 420, 300, 600, 200, 260, 350, 120])
+utilChart = BarChart(["Eng", "Design", "QA", "DevOps", "Data", "PM"], [utilCap, utilUsed], "grouped", "Team", "Capacity %")
+utilCap = Series("Available", [100, 100, 100, 100, 100, 100])
+utilUsed = Series("Utilized", [94, 87, 76, 102, 91, 68])
+risksTable = Table([rDesc, rProject, rSeverity, rOwner])
+rDesc = Col("Risk", ["Vendor certification delay may slip launch", "Key engineer leaving mid-sprint", "Scope creep in analytics requirements", "Third-party API rate limits", "Legacy data quality below threshold"])
+rProject = Col("Project", ["Phoenix Payments", "Orion Mobile App", "Luna Analytics Suite", "Titan API Gateway", "Nimbus Data Platform"])
+rSeverity = Col("Severity", ["Critical", "High", "Medium", "Medium", "High"])
+rOwner = Col("Mitigation Owner", ["A. Patel", "D. Kim", "R. Singh", "L. Novak", "M. Chen"])
+deadlinesList = ListBlock([dl1, dl2, dl3, dl4], "number")
+dl1 = ListItem("Phoenix Payments — go/no-go review", "Due 2025-08-22 · A. Patel")
+dl2 = ListItem("Comet Onboarding Flow — UAT complete", "Due 2025-08-29 · T. Alvarez")
+dl3 = ListItem("Atlas CRM — data cutover rehearsal", "Due 2025-08-26 · S. Rivera")
+dl4 = ListItem("Vega Website — final content freeze", "Due 2025-08-30 · J. Okafor")
+paceChart = LineChart(["Sprint 14", "Sprint 15", "Sprint 16", "Sprint 17", "Sprint 18", "Sprint 19"], [paceDone, pacePlanned], "natural", "Sprint", "Story points")
+paceDone = Series("Completed", [182, 195, 171, 204, 218, 226])
+pacePlanned = Series("Planned", [190, 190, 200, 200, 210, 210])
+blockedTable = Table([bItem, bProject, bReason, bAge])
+bItem = Col("Blocked Item", ["PCI audit evidence upload", "App store review assets", "Warehouse access approvals", "Load test environment", "Legal sign-off on ToS"])
+bProject = Col("Project", ["Phoenix Payments", "Orion Mobile App", "Nimbus Data Platform", "Titan API Gateway", "Vega Website Redesign"])
+bReason = Col("Blocker", ["External vendor", "Waiting on design", "Security team backlog", "Infra provisioning", "Legal review queue"])
+bAge = Col("Days Blocked", [12, 6, 9, 4, 7], "number")
+actions = Buttons([exportBtn, archiveBtn])
+exportBtn = Button("Export Review (PDF)", null, "primary")
+archiveBtn = Button("Archive Finished Project", null, "secondary")
+staffingDrawer = DrawerBlock("Request More People", "Staffing Request", "Ask for additional headcount for a project.", [staffForm])
+staffForm = Form("staffing-request", staffButtons, [staffProject, staffRole, staffCount, staffNote])
+staffProject = FormControl("Project", staffProjectSelect)
+staffProjectSelect = Select("project", [sp1, sp2, sp3, sp4], "Select a project")
+sp1 = SelectItem("phoenix", "Phoenix Payments")
+sp2 = SelectItem("orion", "Orion Mobile App")
+sp3 = SelectItem("nimbus", "Nimbus Data Platform")
+sp4 = SelectItem("titan", "Titan API Gateway")
+staffRole = FormControl("Role needed", staffRoleInput)
+staffRoleInput = Input("role", "e.g. Senior Backend Engineer")
+staffCount = FormControl("Headcount", staffCountInput, "Number of people requested")
+staffCountInput = Input("count", "1", "number")
+staffNote = FormControl("Justification", staffNoteArea)
+staffNoteArea = TextArea("justification", "Why is this needed and for how long?", 3)
+staffButtons = Buttons([staffSubmit, staffCancel])
+staffSubmit = Button("Submit Request", null, "primary")
+staffCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..6c57b2f5b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-portfolio__r4.txt
@@ -0,0 +1,41 @@
+root = Card([header, summary, quarterPicker, projectsTable, budgetChart, utilChart, paceChart, milestones, deadlines, blockedItems, risksTable, actions])
+header = CardHeader("PMO Portfolio Review", "Q3 2024 — All active initiatives")
+summary = Callout("info", "Portfolio Health", "Overall status: AT RISK — 3 of 6 projects healthy, 2 at risk, 1 critical; budget consumption is 78% against plan with 4 overdue milestones.")
+quarterPicker = Select("quarter", [q1, q2, q3, q4], "Viewing: Q3 2024", null, "q3")
+q1 = SelectItem("q1", "Q1 2024")
+q2 = SelectItem("q2", "Q2 2024")
+q3 = SelectItem("q3", "Q3 2024")
+q4 = SelectItem("q4", "Q4 2024")
+projectsTable = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Atlas CRM Migration", "Orion Mobile App", "Vega Data Platform", "Nova Billing Revamp", "Helios API Gateway", "Luna Analytics Suite"])
+projOwner = Col("Owner", ["S. Patel", "M. Chen", "R. Gomez", "A. Novak", "T. Okafor", "J. Lindqvist"])
+projDeadline = Col("Deadline", ["2024-09-15", "2024-10-01", "2024-08-30", "2024-11-12", "2024-09-28", "2024-12-05"])
+projHealth = Col("Health", ["On Track", "At Risk", "On Track", "Critical", "On Track", "At Risk"])
+budgetChart = BarChart(["Atlas", "Orion", "Vega", "Nova", "Helios", "Luna"], [allocSeries, spentSeries], "grouped", "Project", "USD (k)")
+allocSeries = Series("Allocated", [420, 380, 510, 300, 260, 450])
+spentSeries = Series("Spent", [310, 355, 390, 285, 180, 290])
+utilChart = HorizontalBarChart(["Engineering", "Design", "QA", "DevOps", "Data"], [utilSeries], null, "Team", "Utilization %")
+utilSeries = Series("Utilization", [92, 78, 85, 64, 88])
+paceChart = LineChart(["Sprint 1", "Sprint 2", "Sprint 3", "Sprint 4", "Sprint 5", "Sprint 6"], [paceSeries], "natural", "Sprint", "Story points delivered")
+paceSeries = Series("Velocity", [142, 138, 155, 149, 161, 158])
+milestones = ListBlock([ms1, ms2, ms3, ms4])
+ms1 = ListItem("Vega: Schema freeze", "Due 2024-08-10 — 12 days overdue")
+ms2 = ListItem("Nova: Payment provider integration", "Due 2024-08-14 — 8 days overdue")
+ms3 = ListItem("Orion: Beta build sign-off", "Due 2024-08-18 — 4 days overdue")
+ms4 = ListItem("Nova: Security audit", "Due 2024-08-20 — 2 days overdue")
+deadlines = ListBlock([dl1, dl2, dl3])
+dl1 = ListItem("Helios: Rate-limiting rollout", "Due 2024-08-27 — Owner: T. Okafor")
+dl2 = ListItem("Atlas: UAT completion", "Due 2024-08-30 — Owner: S. Patel")
+dl3 = ListItem("Luna: Dashboard v2 release", "Due 2024-09-03 — Owner: J. Lindqvist")
+blockedItems = ListBlock([bk1, bk2, bk3])
+bk1 = ListItem("NOVA-412: Refund API contract", "Blocked 9 days — waiting on vendor sandbox access")
+bk2 = ListItem("ORION-238: Push notification service", "Blocked 5 days — awaiting security review")
+bk3 = ListItem("VEGA-097: Legacy data backfill", "Blocked 3 days — dependency on Atlas migration")
+risksTable = Table([riskDesc, riskProj, riskSev])
+riskDesc = Col("Risk", ["Vendor sandbox delays may slip Nova launch", "Key engineer departure on Orion", "Scope creep in Luna dashboard v2", "Atlas data quality issues in migration", "Helios infra cost overrun"])
+riskProj = Col("Project", ["Nova", "Orion", "Luna", "Atlas", "Helios"])
+riskSev = Col("Severity", ["Critical", "High", "Medium", "High", "Low"])
+actions = Buttons([exportBtn, requestBtn, archiveBtn])
+exportBtn = Button("Export review (PDF)")
+requestBtn = Button("Request additional headcount", null, "secondary")
+archiveBtn = Button("Archive finished project", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r1.txt
new file mode 100644
index 000000000..0ffcd4e58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r1.txt
@@ -0,0 +1,73 @@
+root = Card([header, alertBanner, kpis, capacityRow, genSplit, plantsTable, outagesTable, forecastChart, priceRow, maintenanceTable, emissionsRow, regionFocus, curtailmentForm, followups])
+header = CardHeader("Grid Operations Console", "National power network — live view, updated 14:32 UTC")
+alertBanner = Alert("Live alert", "14:31 — Frequency deviation 49.87 Hz detected in North region. Automatic reserve activated.", "warning")
+kpis = Table([kpiLabel, kpiValue, kpiDelta])
+kpiLabel = Col("Metric", ["Current load", "Capacity headroom", "Price (spot)", "Emissions today", "Active outages"])
+kpiValue = Col("Value", ["38.4 GW", "12.1%", "$84.20 /MWh", "412 kt CO₂e", "3"])
+kpiDelta = Col("Trend", ["▲ 2.3% vs 1h ago", "▼ narrowing", "▲ 6.1%", "▼ 1.8% vs yesterday", "▲ +1 since 13:00"])
+capacityRow = Card([capProgress, capCallout], "sunk", "column", "m")
+capProgress = Progress(87.9, "Network utilisation — 38.4 GW of 43.7 GW available capacity")
+capCallout = TextCallout("warning", "Approaching peak window", "Evening ramp 17:00–20:00 expected to push utilisation to ~96%. Reserve margin may fall below 3 GW.")
+genSplit = PieChart(["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Imports"], [11.2, 9.8, 8.6, 4.1, 2.4, 1.5, 0.8], "donut")
+plantsTable = Table([plantName, plantType, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "Harbor Nuclear", "Highland Wind Farm", "Desert Sun Solar", "Lakeview Hydro", "Northgate Coal", "Eastfield CCGT"])
+plantType = Col("Source", ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Gas"])
+plantOutput = Col("Output (MW)", [4200, 5100, 3100, 2400, 1800, 1500, 0])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Standby", "Tripped — investigating"])
+outagesTable = Table([outageId, outageRegion, outageCause, outageCustomers, outageEta])
+outageId = Col("Outage", ["OUT-2291", "OUT-2292", "OUT-2293"])
+outageRegion = Col("Region", ["North", "West", "Central"])
+outageCause = Col("Cause", ["Substation fault", "Storm damage — line down", "Planned isolation overrun"])
+outageCustomers = Col("Customers affected", [12400, 3800, 950])
+outageEta = Col("Est. restore", ["16:00", "18:30", "15:15"])
+forecastChart = LineChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00"], [forecastSeries, capacitySeries], "natural", "Time (next 24h)", "GW")
+forecastSeries = Series("Forecast demand", [39.5, 41.2, 41.8, 39.0, 35.2, 31.8, 30.5, 31.2, 34.6, 37.8, 38.9, 39.1])
+capacitySeries = Series("Available capacity", [43.7, 43.7, 43.2, 43.2, 43.7, 43.7, 43.7, 43.7, 43.7, 43.7, 43.7, 43.7])
+priceRow = Card([priceText, priceChart], "sunk", "column", "m")
+priceText = TextContent("**Spot price: $84.20 /MWh** — day-ahead clearing $79.50, intraday high $96.10 at 08:15.", "default")
+priceChart = AreaChart(["00:00", "04:00", "08:00", "12:00", "14:00"], [priceSeries], "natural", "Today", "$/MWh")
+priceSeries = Series("Price", [52.3, 48.1, 96.1, 78.4, 84.2])
+maintenanceTable = Table([maintPlant, maintWindow, maintScope, maintImpact])
+maintPlant = Col("Plant / Asset", ["Northgate Coal", "Lakeview Hydro — penstock", "West 400kV line", "Riverside CCGT — GT2"])
+maintWindow = Col("Window", ["Jun 10–14", "Jun 17–19", "Jun 21", "Jun 24–30"])
+maintScope = Col("Scope", ["Boiler inspection", "Valve replacement", "Insulator replacement", "Hot gas path overhaul"])
+maintImpact = Col("Capacity impact (MW)", [1500, 600, 0, 2100])
+emissionsRow = Card([emissionsText, emissionsChart], "sunk", "column", "m")
+emissionsText = TextContent("**Emissions today: 412 kt CO₂e** — grid intensity 298 g/kWh, 6% below the 30-day average.", "default")
+emissionsChart = SingleStackedBarChart(["Gas", "Coal", "Other"], [268, 121, 23])
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filters all panels to the selected region")
+regionSelect = Select("region", [regAll, regNorth, regSouth, regEast, regWest, regCentral], "All regions")
+regAll = SelectItem("all", "All regions")
+regNorth = SelectItem("north", "North")
+regSouth = SelectItem("south", "South")
+regEast = SelectItem("east", "East")
+regWest = SelectItem("west", "West")
+regCentral = SelectItem("central", "Central")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Apply region filter", null, "primary")
+curtailmentForm = Form("curtailment-order", curtailButtons, [curtRegion, curtAmount, curtDuration, curtReason])
+curtRegion = FormControl("Target region", curtRegionSelect)
+curtRegionSelect = Select("curtail_region", [curtNorth, curtSouth, curtEast, curtWest, curtCentral], "Select region")
+curtNorth = SelectItem("north", "North")
+curtSouth = SelectItem("south", "South")
+curtEast = SelectItem("east", "East")
+curtWest = SelectItem("west", "West")
+curtCentral = SelectItem("central", "Central")
+curtAmount = FormControl("Curtailment amount (MW)", curtSlider, "Load to shed from interruptible contracts")
+curtSlider = Slider("curtail_mw", "discrete", 50, 2000, 50, [250])
+curtDuration = FormControl("Duration", curtDurationSelect)
+curtDurationSelect = Select("duration", [dur30, dur60, dur120, dur240], "Select duration")
+dur30 = SelectItem("30", "30 minutes")
+dur60 = SelectItem("60", "1 hour")
+dur120 = SelectItem("120", "2 hours")
+dur240 = SelectItem("240", "4 hours")
+curtReason = FormControl("Reason / order reference", curtReasonInput)
+curtReasonInput = Input("reason", "e.g. Reserve margin below threshold", "text")
+curtButtons = Buttons([curtIssue, curtCancel])
+curtIssue = Button("Issue curtailment order", null, "primary", "destructive")
+curtCancel = Button("Cancel", null, "tertiary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show North region detail")
+fu2 = FollowUpItem("Simulate peak scenario at 19:00")
+fu3 = FollowUpItem("Export today's operations report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r2.txt
new file mode 100644
index 000000000..e86486472
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r2.txt
@@ -0,0 +1,67 @@
+root = Card([header, alertFeed, kpis, capacityBar, genSplit, forecast, plantsTable, outagesTable, maintenanceTable, emissions, regionFocus, curtailForm], "card", "column", "l")
+header = CardHeader("Grid Operations Console", "National power network — live status, updated 14:32 UTC")
+alertFeed = Card([alertHeader, alert1, alert2, alert3], "sunk", "column", "s")
+alertHeader = Heading("Live Alerts", "h3")
+alert1 = Alert("Frequency deviation", "Grid frequency at 49.87 Hz in North region — within tolerance, monitoring", "warning")
+alert2 = Alert("Feeder trip resolved", "Feeder F-221 in East region restored after 4 min outage", "success")
+alert3 = Alert("High demand forecast", "Evening peak expected to reach 92% of capacity at 19:00", "info")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Current load", "Capacity headroom", "Spot price", "Emissions today"])
+kpiValue = Col("Value", ["38.4 GW", "13.6%", "$64.20 /MWh", "182,000 tCO2"])
+kpiNote = Col("Note", ["Peak today: 41.2 GW at 13:00", "Of 44.5 GW total capacity", "Day-ahead avg: $58.10 /MWh", "Target: < 200,000 tCO2"])
+capacityBar = Progress(86, "Network load vs capacity — 38.4 GW of 44.5 GW")
+genSplit = PieChart(genLabels, genValues, "donut")
+genLabels = ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Imports"]
+genValues = [34, 22, 18, 9, 8, 5, 4]
+forecast = LineChart(forecastHours, [forecastSeries, capSeries], "natural", "Hour (next 24h)", "GW")
+forecastHours = ["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00"]
+forecastSeries = Series("Forecast demand", [39.1, 40.2, 41.0, 38.8, 34.5, 29.8, 27.4, 28.1, 33.6, 37.9, 39.4, 40.8])
+capSeries = Series("Available capacity", [44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5, 44.5])
+plantsTable = Table([plantName, plantType, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "Hartwell Nuclear", "Northwind Offshore", "Solara PV Farm", "Highland Hydro", "Blackrock Coal", "Eastgate Peaker"])
+plantType = Col("Type", ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Gas (peaker)"])
+plantOutput = Col("Output (MW)", [8200, 8400, 6900, 3500, 3100, 1900, 0])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Derated 63%", "Standby"])
+outagesTable = Table([outId, outRegion, outCause, outCustomers, outEta])
+outId = Col("Outage ID", ["OUT-1042", "OUT-1043", "OUT-1044"])
+outRegion = Col("Affected region", ["East — Millbrook district", "North — Calder valley", "South — Harborview"])
+outCause = Col("Cause", ["Feeder fault (under repair)", "Storm damage to 33kV line", "Transformer failure"])
+outCustomers = Col("Customers affected", [4200, 11500, 800])
+outEta = Col("Est. restore", ["15:45", "18:30", "16:10"])
+maintenanceTable = Table([mntPlant, mntScope, mntWindow, mntImpact])
+mntPlant = Col("Asset", ["Blackrock Coal — Unit 2", "Highland Hydro — Penstock B", "Eastgate Peaker", "North-South HVDC link"])
+mntScope = Col("Scope", ["Boiler inspection", "Valve replacement", "Turbine overhaul", "Converter station upgrade"])
+mntWindow = Col("Window", ["Jun 3–7", "Jun 10–12", "Jun 14–28", "Jun 20–22 (nights)"])
+mntImpact = Col("Capacity impact", ["-600 MW", "-150 MW", "-450 MW", "-1000 MW import"])
+emissions = Card([emHeader, emChart], "sunk", "column", "s")
+emHeader = CardHeader("Emissions Today", "182,000 tCO2 so far — 9% under daily target")
+emChart = BarChart(["Gas", "Coal", "Other"], [emSeries], "grouped", "Source", "tCO2")
+emSeries = Series("Emissions", [118000, 52000, 12000])
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filters plants, outages and alerts to one region")
+regionSelect = Select("region", [rAll, rNorth, rSouth, rEast, rWest, rCentral], "Select region")
+rAll = SelectItem("all", "All regions")
+rNorth = SelectItem("north", "North")
+rSouth = SelectItem("south", "South")
+rEast = SelectItem("east", "East")
+rWest = SelectItem("west", "West")
+rCentral = SelectItem("central", "Central")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Apply region focus", null, "primary")
+curtailForm = Form("curtailment-order", curtailButtons, [curtailRegion, curtailAmount, curtailConfirm])
+curtailRegion = FormControl("Region to curtail", curtailRegionSelect)
+curtailRegionSelect = Select("curtail_region", [crNorth, crSouth, crEast, crWest, crCentral], "Select region")
+crNorth = SelectItem("north", "North")
+crSouth = SelectItem("south", "South")
+crEast = SelectItem("east", "East")
+crWest = SelectItem("west", "West")
+crCentral = SelectItem("central", "Central")
+curtailAmount = FormControl("Curtailment amount (MW)", curtailSlider, "Interruptible load to shed")
+curtailSlider = Slider("curtail_mw", "discrete", 50, 2000, 50, [250])
+curtailConfirm = FormControl("Priority", curtailRadio)
+curtailRadio = RadioGroup("priority", [prNormal, prUrgent], "normal")
+prNormal = RadioItem("Standard", "Takes effect next settlement period", "normal")
+prUrgent = RadioItem("Urgent", "Immediate dispatch instruction", "urgent")
+curtailButtons = Buttons([curtailSubmit, curtailCancel])
+curtailSubmit = Button("Issue curtailment order", null, "primary", "destructive")
+curtailCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r3.txt
new file mode 100644
index 000000000..00d23ae87
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r3.txt
@@ -0,0 +1,67 @@
+root = Card([header, alertBanner, kpis, capacity, mainRow, plantsTable, outages, forecast, maintenance, emissions, regionFocus, curtailment, liveAlerts])
+header = CardHeader("Grid Operations Console", "National Power Network — Live Status | Updated 14:32 UTC")
+alertBanner = Alert("Frequency deviation detected", "Grid frequency at 49.87 Hz in North Region — automatic reserve activated", "warning")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Current Load", "Spot Price", "Reserve Margin", "Emissions Today"])
+kpiValue = Col("Value", ["38.4 GW", "$62.40 /MWh", "12.8%", "412,000 t CO₂"])
+kpiDelta = Col("Trend", ["▲ 2.1% vs yesterday", "▲ $4.10 vs last hour", "▼ 1.3 pts", "▼ 3% vs yesterday"])
+capacity = Progress(76, "Network Capacity Utilization — 38.4 GW of 50.5 GW")
+mainRow = Card([genSplit, priceChart], "sunk", "row", "l")
+genSplit = PieChart(["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Imports"], [11200, 9800, 7400, 4100, 3200, 1800, 900], "donut")
+priceChart = LineChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [priceSeries], "natural", "Time", "$/MWh")
+priceSeries = Series("Spot Price", [41.2, 48.6, 55.3, 60.1, 62.4])
+plantsTable = Table([plantName, plantType, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverton Nuclear", "Eastgate CCGT", "Highmoor Wind Farm", "Lakeside Hydro", "Suncrest Solar", "Blackrock Coal", "Westfield OCGT"])
+plantType = Col("Type", ["Nuclear", "Gas", "Wind", "Hydro", "Solar", "Coal", "Gas Peaker"])
+plantOutput = Col("Output (MW)", [9800, 6200, 4100, 3200, 2400, 1800, 0])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Reduced — emissions cap", "Standby"])
+outages = Table([outageId, outageRegion, outageCause, outageAffected, outageEta])
+outageId = Col("Outage", ["OUT-2291", "OUT-2288", "OUT-2284"])
+outageRegion = Col("Region", ["North", "West", "Central"])
+outageCause = Col("Cause", ["Feeder fault", "Transformer failure", "Storm damage"])
+outageAffected = Col("Customers Affected", [12400, 3800, 21700])
+outageEta = Col("Est. Restore", ["16:00", "15:15", "19:30"])
+forecast = LineChart(["15:00", "18:00", "21:00", "00:00", "03:00", "06:00", "09:00", "12:00", "14:00"], [forecastSeries, capacitySeries], "natural", "Next 24h", "GW")
+forecastSeries = Series("Forecast Demand", [39.1, 44.8, 41.2, 33.5, 29.8, 34.2, 40.6, 42.9, 41.5])
+capacitySeries = Series("Available Capacity", [50.5, 50.5, 50.5, 50.5, 48.2, 48.2, 50.5, 50.5, 50.5])
+maintenance = ListBlock([maint1, maint2, maint3])
+maint1 = ListItem("Eastgate CCGT — Turbine inspection", "Oct 18–20 | Output reduced to 50% during works")
+maint2 = ListItem("North–Central 400kV line — Insulator replacement", "Oct 22 | Planned outage 06:00–14:00, North Region")
+maint3 = ListItem("Suncrest Solar — Inverter firmware upgrade", "Oct 27 | No output impact expected")
+emissions = Card([emissionsText, emissionsChart], "sunk", "column", "m")
+emissionsText = TextContent("**412,000 t CO₂ emitted today** — intensity 286 g/kWh, down 3% vs yesterday on higher wind output.", "default")
+emissionsChart = BarChart(["Gas", "Coal", "Imports"], [emissionsSeries], "stacked", "Source", "kt CO₂")
+emissionsSeries = Series("Emissions", [268, 121, 23])
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filters all panels to the selected region")
+regionSelect = Select("region", [regAll, regNorth, regSouth, regEast, regWest, regCentral], "Select region")
+regAll = SelectItem("all", "All Regions")
+regNorth = SelectItem("north", "North")
+regSouth = SelectItem("south", "South")
+regEast = SelectItem("east", "East")
+regWest = SelectItem("west", "West")
+regCentral = SelectItem("central", "Central")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Apply region filter", null, "primary")
+curtailment = Form("curtailment-order", curtailButtons, [curtRegion, curtAmount, curtConfirm])
+curtRegion = FormControl("Target region", curtRegionSelect)
+curtRegionSelect = Select("curtail_region", [curtNorth, curtSouth, curtEast, curtWest, curtCentral], "Select region")
+curtNorth = SelectItem("north", "North")
+curtSouth = SelectItem("south", "South")
+curtEast = SelectItem("east", "East")
+curtWest = SelectItem("west", "West")
+curtCentral = SelectItem("central", "Central")
+curtAmount = FormControl("Curtailment volume", curtSlider, "MW to shed from interruptible load")
+curtSlider = Slider("curtail_mw", "discrete", 0, 2000, 100, [500], "MW")
+curtConfirm = FormControl("Priority", curtRadio)
+curtRadio = RadioGroup("priority", [curtNormal, curtEmergency], "normal")
+curtNormal = RadioItem("Standard", "Execute within 15 minutes", "normal")
+curtEmergency = RadioItem("Emergency", "Execute immediately", "emergency")
+curtailButtons = Buttons([curtSubmit, curtCancel])
+curtSubmit = Button("Issue curtailment order", null, "primary", "destructive")
+curtCancel = Button("Cancel", null, "tertiary")
+liveAlerts = SectionBlock([alertSection], false)
+alertSection = SectionItem("live-alerts", "Live Alert Feed (3 active)", [alert1, alert2, alert3])
+alert1 = Callout("warning", "14:31 — Frequency deviation", "49.87 Hz in North Region. 150 MW spinning reserve dispatched automatically.")
+alert2 = Callout("error", "14:18 — Feeder fault OUT-2291", "North Region feeder trip, 12,400 customers affected. Crew dispatched, ETA 16:00.")
+alert3 = Callout("info", "13:55 — Wind ramp forecast", "Wind output expected to drop 1.8 GW between 18:00–20:00. Consider gas peaker pre-warming.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r4.txt
new file mode 100644
index 000000000..47e21694a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-power__r4.txt
@@ -0,0 +1,76 @@
+root = Card([header, alertBanner, kpis, capacityBar, mainRow, plantsTable, outagesTable, forecastChart, maintList, opsForms, followups], "card", "column", "l")
+header = CardHeader("Grid Operations Console", "National Power Network — Live Status")
+alertBanner = Callout("warning", "Live Alert", "10:42 — Voltage dip detected in North region, feeder N-7. Crew dispatched. 10:31 — Wind Farm B turbine 4 offline.")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Current Load", "Capacity Headroom", "Spot Price", "Emissions Today"])
+kpiValue = Col("Value", ["18,420 MW", "11.2%", "$84.60 / MWh", "21,300 tCO2"])
+kpiNote = Col("Note", ["Peak today: 21,050 MW", "20,750 MW of 23,300 MW max", "+6.4% vs yesterday", "On pace for 38,900 tCO2"])
+capacityBar = Progress(89, "Network utilisation — 20,750 MW committed of 23,300 MW available")
+mainRow = Card([genSplit, emissionsCard], "clear", "row", "l", "stretch")
+genSplit = Card([genHeader, genPie], "sunk", "column", "m")
+genHeader = CardHeader("Generation Mix", "Share of current output by source")
+genPie = PieChart(["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal", "Imports"], [32, 24, 18, 9, 8, 5, 4], "donut")
+emissionsCard = Card([emHeader, emChart], "sunk", "column", "m")
+emHeader = CardHeader("Emissions Today", "tCO2 per hour, cumulative 21,300 tCO2")
+emChart = AreaChart(["00", "04", "08", "12", "16", "20"], [emSeries], "natural", "Hour", "tCO2")
+emSeries = Series("tCO2", [820, 640, 980, 1150, 1320, 1240])
+plantsTable = Card([plantsHeader, plantsTbl], "sunk", "column", "m")
+plantsHeader = CardHeader("Plant Status", "Output and state per generating unit")
+plantsTbl = Table([plName, plType, plOut, plStatus])
+plName = Col("Plant", ["Riverton Nuclear", "Eastgate CCGT", "Wind Farm A", "Wind Farm B", "Lakeside Hydro", "Solar Park C", "Coal Unit 2"])
+plType = Col("Type", ["Nuclear", "Gas", "Wind", "Wind", "Hydro", "Solar", "Coal"])
+plOut = Col("Output (MW)", [4450, 5900, 3320, 2410, 1480, 1660, 1040])
+plStatus = Col("Status", ["Online", "Online", "Online", "Degraded", "Online", "Online", "Standby"])
+outagesTable = Card([outHeader, outTbl], "sunk", "column", "m")
+outHeader = CardHeader("Active Outages", "Current unplanned events by region")
+outTbl = Table([outId, outRegion, outCause, outAffected, outEta])
+outId = Col("Outage", ["OUT-1042", "OUT-1041", "OUT-1038"])
+outRegion = Col("Region", ["North", "East", "West"])
+outCause = Col("Cause", ["Feeder fault N-7", "Transformer failure", "Storm damage"])
+outAffected = Col("Customers Affected", [12400, 3800, 9600])
+outEta = Col("Est. Restore", ["13:30", "15:00", "18:45"])
+forecastChart = Card([fcHeader, fcChart], "sunk", "column", "m")
+fcHeader = CardHeader("Demand Forecast — Next 24h", "Expected load vs available capacity")
+fcChart = LineChart(["12", "14", "16", "18", "20", "22", "00", "02", "04", "06", "08", "10"], [fcDemand, fcCapacity], "natural", "Hour", "MW")
+fcDemand = Series("Forecast demand (MW)", [18420, 19200, 20500, 21400, 19800, 17200, 15100, 13800, 13400, 14200, 17600, 19100])
+fcCapacity = Series("Available capacity (MW)", [23300, 23300, 23300, 23300, 23300, 23300, 23300, 23300, 23300, 23300, 22800, 22800])
+maintList = Card([mHeader, mList], "sunk", "column", "m")
+mHeader = CardHeader("Planned Maintenance — This Month", "Scheduled works and derates")
+mList = ListBlock([m1, m2, m3, m4])
+m1 = ListItem("Eastgate CCGT — turbine inspection", "Day 14–16, derate 800 MW, South region")
+m2 = ListItem("Coal Unit 2 — boiler overhaul", "Day 18–24, full outage 1,040 MW")
+m3 = ListItem("North transmission line N-3", "Day 21, 06:00–14:00, planned reroute")
+m4 = ListItem("Solar Park C — inverter upgrade", "Day 27–28, derate 400 MW")
+opsForms = Card([regionForm, curtailForm], "clear", "row", "l", "stretch")
+regionForm = Card([rHeader, rForm], "sunk", "column", "m")
+rHeader = CardHeader("Focus Region", "Filter console view to one region")
+rForm = Form("region-focus", rButtons, [rField])
+rField = FormControl("Region", rSelect, "Applies to all panels on this screen")
+rSelect = Select("region", [rAll, rNorth, rSouth, rEast, rWest], "Choose a region")
+rAll = SelectItem("all", "All regions")
+rNorth = SelectItem("north", "North")
+rSouth = SelectItem("south", "South")
+rEast = SelectItem("east", "East")
+rWest = SelectItem("west", "West")
+rButtons = Buttons([rApply])
+rApply = Button("Apply region focus", null, "primary")
+curtailForm = Card([cHeader, cForm], "sunk", "column", "m")
+cHeader = CardHeader("Order Curtailment", "Instruct load reduction for a region")
+cForm = Form("curtailment-order", cButtons, [cRegion, cAmount, cReason])
+cRegion = FormControl("Target region", cRegionSelect)
+cRegionSelect = Select("curtail_region", [cNorth, cSouth, cEast, cWest], "Choose a region")
+cNorth = SelectItem("north", "North")
+cSouth = SelectItem("south", "South")
+cEast = SelectItem("east", "East")
+cWest = SelectItem("west", "West")
+cAmount = FormControl("Curtailment (MW)", cSlider, "Load to shed, 50–2,000 MW")
+cSlider = Slider("curtail_mw", "discrete", 50, 2000, 50, [250], "MW to curtail")
+cReason = FormControl("Reason", cReasonInput)
+cReasonInput = TextArea("reason", "e.g. Capacity shortfall during evening peak", 3)
+cButtons = Buttons([cSubmit, cCancel])
+cSubmit = Button("Issue curtailment order", null, "primary", "destructive")
+cCancel = Button("Cancel", null, "tertiary")
+followups = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show only the North region")
+f2 = FollowUpItem("Simulate evening peak at 21,400 MW")
+f3 = FollowUpItem("Draft curtailment order for 500 MW in the West")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..91646c74b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r1.txt
@@ -0,0 +1,88 @@
+root = Card([header, switchForm, alert, salesSection, trafficSection, weekSection, sellersSection, stockSection, staffSection, promoCard, regSection, reorderSection, followups], "card", "column", "l")
+header = CardHeader("Daily Console — Downtown Flagship", "Saturday, March 16 · 14:35 · Open until 21:00")
+alert = Callout("warning", "5 items out of stock", "Reorder before today's supplier cutoff at 16:00 to make Monday's delivery.")
+switchForm = Form("switch-store", switchButtons, [switchField])
+switchField = FormControl("Viewing store", switchSelect, "Switch this console to another location")
+switchSelect = Select("store", [swDowntown, swRiverside, swAirport], null, null, "downtown")
+swDowntown = SelectItem("downtown", "Downtown Flagship")
+swRiverside = SelectItem("riverside", "Riverside Mall")
+swAirport = SelectItem("airport", "Airport Terminal 2")
+switchButtons = Buttons([switchBtn])
+switchBtn = Button("View store", null, "secondary")
+salesSection = Card([salesHeader, salesProgress, kpiTable], "sunk", "column", "m")
+salesHeader = CardHeader("Sales Today vs Target", "Updated 14:35")
+salesProgress = Progress(78, "$7,820 of $10,000 daily target (78%)")
+kpiTable = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Sales today", "Transactions", "Average basket", "Returns this week"])
+kpiValue = Col("Value", ["$7,820", "184", "$42.50", "23 items · $1,140"])
+kpiNote = Col("Context", ["78% of $10,000 target", "+6% vs last Saturday", "+$1.80 vs yesterday", "-12% vs last week"])
+trafficSection = Card([trafficHeader, trafficChart], "sunk", "column", "m")
+trafficHeader = CardHeader("Foot Traffic Today", "Visitors per hour since opening")
+trafficChart = AreaChart(hours, [trafficSeries], "natural", "Hour", "Visitors")
+hours = ["9:00", "10:00", "11:00", "12:00", "13:00", "14:00"]
+trafficSeries = Series("Visitors", [145, 210, 265, 320, 290, 240])
+weekSection = Card([weekHeader, weekChart], "sunk", "column", "m")
+weekHeader = CardHeader("This Week vs Last Week", "Daily sales, Monday–Saturday")
+weekChart = BarChart(days, [thisWeek, lastWeek], "grouped", "Day", "Sales ($)")
+days = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat"]
+thisWeek = Series("This week", [1620, 1840, 1710, 1990, 2340, 2680])
+lastWeek = Series("Last week", [1580, 1720, 1850, 1810, 2190, 2410])
+sellersSection = Card([sellersHeader, sellersTable], "sunk", "column", "m")
+sellersHeader = CardHeader("Best Sellers Today", "Top 5 products by units sold")
+sellersTable = Table([sellerProduct, sellerUnits, sellerRevenue])
+sellerProduct = Col("Product", ["Wireless Earbuds Pro", "Stainless Water Bottle 750ml", "Organic Cotton T-Shirt", "LED Desk Lamp", "Travel Backpack 20L"])
+sellerUnits = Col("Units sold", [34, 28, 22, 19, 15])
+sellerRevenue = Col("Revenue", ["$2,720", "$840", "$660", "$950", "$1,350"])
+stockSection = Card([stockHeader, stockList], "sunk", "column", "m")
+stockHeader = CardHeader("Out of Stock", "5 items currently unavailable on the floor")
+stockList = ListBlock([stock1, stock2, stock3, stock4, stock5])
+stock1 = ListItem("Phone Case — Clear (Model X)", "SKU PC-1001 · Out since Thursday · Supplier: TechParts", null, "Reorder")
+stock2 = ListItem("Bluetooth Speaker — Mini", "SKU HD-220 · Out since Friday · Supplier: SoundCo", null, "Reorder")
+stock3 = ListItem("Kids Water Bottle 350ml", "SKU WB-500 · Out since Wednesday · Supplier: HydraGoods", null, "Reorder")
+stock4 = ListItem("Graphic Tee — Medium", "SKU TS-310 · Out since Friday · Supplier: UrbanThread", null, "Reorder")
+stock5 = ListItem("USB-C Charging Cable 2m", "SKU CH-410 · Out since this morning · Supplier: TechParts", null, "Reorder")
+staffSection = Card([staffHeader, staffList], "sunk", "column", "m")
+staffHeader = CardHeader("On Shift Today", "6 staff across floor and registers")
+staffList = ListBlock([st1, st2, st3, st4, st5, st6])
+st1 = ListItem("Maya Chen", "Store Manager · 9:00–17:00")
+st2 = ListItem("Devon Wright", "Cashier — Register 1 · 9:00–15:00")
+st3 = ListItem("Priya Nair", "Cashier — Register 2 · 12:00–21:00")
+st4 = ListItem("Jordan Lee", "Floor Associate · 10:00–18:00")
+st5 = ListItem("Sofia Ramirez", "Floor Associate · 13:00–21:00")
+st6 = ListItem("Tom Okafor", "Stockroom / Receiving · 8:00–16:00")
+promoCard = Card([promoHeader, promoTable], "sunk", "column", "m")
+promoHeader = CardHeader("Active Promotions", "Performance of the 3 running campaigns")
+promoTable = Table([promoName, promoDetail, promoSales, promoStatus])
+promoName = Col("Promotion", ["Spring Bundle", "2-for-1 Accessories", "Loyalty Double Points"])
+promoDetail = Col("Mechanic", ["Backpack + bottle −20%", "All phone accessories", "Members earn 2× points"])
+promoSales = Col("Sales attributed", ["$1,240", "$860", "$2,150"])
+promoStatus = Col("Status", ["Ahead of goal", "On pace", "Lagging"])
+regSection = Card([regHeader, regTable], "sunk", "column", "m")
+regHeader = CardHeader("Registers", "Live status of all 4 checkout points")
+regTable = Table([regName, regStatus, regCashier])
+regName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4 (Self-checkout)"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+regCashier = Col("Staffed by", ["Devon Wright", "Priya Nair", "—", "Unattended"])
+reorderSection = Card([reorderHeader, reorderForm], "sunk", "column", "m")
+reorderHeader = CardHeader("Reorder Stock", "Send a purchase order to the supplier")
+reorderForm = Form("reorder", reorderButtons, [reorderItem, reorderQty, reorderPriority])
+reorderItem = FormControl("Item", reorderItemSelect)
+reorderItemSelect = Select("item", [ri1, ri2, ri3, ri4, ri5], "Choose an out-of-stock item")
+ri1 = SelectItem("pc-1001", "Phone Case — Clear (Model X)")
+ri2 = SelectItem("hd-220", "Bluetooth Speaker — Mini")
+ri3 = SelectItem("wb-500", "Kids Water Bottle 350ml")
+ri4 = SelectItem("ts-310", "Graphic Tee — Medium")
+ri5 = SelectItem("ch-410", "USB-C Charging Cable 2m")
+reorderQty = FormControl("Quantity", reorderQtyInput, "Number of units to order")
+reorderQtyInput = Input("quantity", "e.g. 24", "number")
+reorderPriority = FormControl("Priority", reorderPriorityRadio)
+reorderPriorityRadio = RadioGroup("priority", [prStandard, prUrgent], "standard")
+prStandard = RadioItem("Standard", "Next scheduled delivery (2–3 days)", "standard")
+prUrgent = RadioItem("Urgent", "Expedited — arrives tomorrow (+$18 fee)", "urgent")
+reorderButtons = Buttons([reorderSubmit, reorderCancel])
+reorderSubmit = Button("Submit reorder", null, "primary")
+reorderCancel = Button("Cancel", null, "tertiary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show next week's staffing schedule")
+fu2 = FollowUpItem("Export today's sales report")
+fu3 = FollowUpItem("Which items are running low on stock?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..fe9cdbec7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r2.txt
@@ -0,0 +1,69 @@
+root = Card([header, storePicker, kpiRow, sep1, trafficHeader, trafficChart, sep2, weekHeader, weekChart, sep3, bestHeader, bestTable, sep4, stockHeader, stockTable, reorderForm, sep5, shiftHeader, shiftList, sep6, returnsHeader, returnsChart, sep7, promoHeader, promoTable, sep8, registerHeader, registerTable])
+header = CardHeader("Store Manager Console", "Downtown Flagship — Today, Tuesday")
+storePicker = Form("store-picker", storeButtons, [storeField])
+storeField = FormControl("View a different store", storeSelect)
+storeSelect = Select("store", [storeA, storeB, storeC], "Downtown Flagship", null, "downtown")
+storeA = SelectItem("downtown", "Downtown Flagship")
+storeB = SelectItem("westside", "Westside Mall")
+storeC = SelectItem("harbor", "Harbor Point")
+storeButtons = Buttons([storeBtn])
+storeBtn = Button("Switch store", null, "secondary")
+kpiRow = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Sales today", "Target", "Attainment", "Avg basket size", "Returns this week"])
+kpiValue = Col("Value", ["$18,420", "$22,000", "84%", "$46.80", "37 items ($1,240)"])
+sep1 = Separator()
+trafficHeader = CardHeader("Foot Traffic Today", "Visitors per hour, 8 AM – 8 PM")
+trafficChart = LineChart(["8AM", "9AM", "10AM", "11AM", "12PM", "1PM", "2PM", "3PM", "4PM", "5PM", "6PM", "7PM", "8PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [42, 68, 95, 120, 165, 148, 110, 98, 124, 172, 190, 130, 60])
+sep2 = Separator()
+weekHeader = CardHeader("This Week vs Last Week", "Daily sales comparison (USD)")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales ($)")
+thisWeek = Series("This week", [15400, 18420, 0, 0, 0, 0, 0])
+lastWeek = Series("Last week", [14200, 16800, 17900, 16100, 21300, 26800, 12400])
+sep3 = Separator()
+bestHeader = CardHeader("Best Sellers Today", "Top products by units sold")
+bestTable = Table([bestItem, bestUnits, bestRev])
+bestItem = Col("Product", ["Wireless Earbuds Pro", "Classic Cotton Tee", "Insulated Water Bottle", "Canvas Tote Bag", "Phone Charging Cable"])
+bestUnits = Col("Units sold", [64, 58, 47, 39, 35], "number")
+bestRev = Col("Revenue", ["$3,200", "$1,450", "$1,175", "$780", "$525"])
+sep4 = Separator()
+stockHeader = CardHeader("Out of Stock", "Items needing reorder")
+stockTable = Table([stockItem, stockSku, stockSince])
+stockItem = Col("Product", ["Denim Jacket (M)", "Yoga Mat", "Scented Candle Set", "Leather Wallet"])
+stockSku = Col("SKU", ["DJ-102-M", "YM-210", "SC-330", "LW-045"])
+stockSince = Col("Out since", ["2 days", "1 day", "4 days", "3 days"])
+reorderForm = Form("reorder-form", reorderButtons, [reorderItemField, reorderQtyField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("item", [ro1, ro2, ro3, ro4], "Choose an out-of-stock item")
+ro1 = SelectItem("DJ-102-M", "Denim Jacket (M)")
+ro2 = SelectItem("YM-210", "Yoga Mat")
+ro3 = SelectItem("SC-330", "Scented Candle Set")
+ro4 = SelectItem("LW-045", "Leather Wallet")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Units to order from warehouse")
+reorderQtyInput = Input("quantity", "e.g. 24", "number")
+reorderButtons = Buttons([reorderBtn])
+reorderBtn = Button("Place reorder", null, "primary")
+sep5 = Separator()
+shiftHeader = CardHeader("On Shift Today", "Current staff schedule")
+shiftList = ListBlock([staff1, staff2, staff3, staff4])
+staff1 = ListItem("Maya Chen", "Store lead — 8:00 AM to 4:00 PM")
+staff2 = ListItem("Jordan Reyes", "Cashier — 9:00 AM to 5:00 PM")
+staff3 = ListItem("Priya Nair", "Floor associate — 12:00 PM to 8:00 PM")
+staff4 = ListItem("Sam Okafor", "Stockroom — 10:00 AM to 6:00 PM")
+sep6 = Separator()
+returnsHeader = CardHeader("Returns This Week", "Items returned per day")
+returnsChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [returnsSeries], "grouped", "Day", "Returns")
+returnsSeries = Series("Returns", [6, 9, 4, 7, 5, 6, 0])
+sep7 = Separator()
+promoHeader = CardHeader("Active Promotions", "Performance of running campaigns")
+promoTable = Table([promoName, promoGoal, promoActual, promoStatus])
+promoName = Col("Promotion", ["2-for-1 Tees", "20% off Audio", "Bundle: Bottle + Tote"])
+promoGoal = Col("Target units", [100, 80, 60], "number")
+promoActual = Col("Sold so far", [116, 64, 71], "number")
+promoStatus = Col("Status", ["Exceeding", "Behind", "On track"])
+sep8 = Separator()
+registerHeader = CardHeader("Registers", "Live status of each till")
+registerTable = Table([regName, regStatus, regCashier])
+regName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4", "Self-checkout A", "Self-checkout B"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Open", "Closed"])
+regCashier = Col("Staffed by", ["Jordan Reyes", "Maya Chen", "—", "Priya Nair", "Unattended", "—"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..2507cbb7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r3.txt
@@ -0,0 +1,59 @@
+root = Card([header, storePicker, kpiRow, trafficChart, weekCompare, sellersTable, stockAlert, stockTable, staffList, returnsChart, promoTable, registerTable, reorderForm])
+header = CardHeader("Daily Store Console", "Downtown Flagship — Tuesday, June 10")
+storePicker = Form("store-switch", storeButtons, [storeField])
+storeField = FormControl("View a different store", storeSelect)
+storeSelect = Select("store", [st1, st2, st3, st4], "Downtown Flagship", null, "downtown")
+st1 = SelectItem("downtown", "Downtown Flagship")
+st2 = SelectItem("westside", "Westside Mall")
+st3 = SelectItem("harbor", "Harbor Point")
+st4 = SelectItem("airport", "Airport Terminal")
+storeButtons = Buttons([switchBtn])
+switchBtn = Button("Switch store", null, "secondary")
+kpiRow = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Sales today", "Sales target", "Avg basket size", "Returns this week"])
+kpiValue = Col("Value", ["$18,420", "$20,000", "$42.60", "23 items"])
+kpiNote = Col("Status", ["92% of target", "On pace by 3pm", "Up 6% vs last week", "$1,140 refunded"])
+trafficChart = LineChart(["9am", "10am", "11am", "12pm", "1pm", "2pm", "3pm", "4pm", "5pm", "6pm"], [footSeries], "natural", "Hour", "Visitors")
+footSeries = Series("Foot traffic", [42, 68, 95, 130, 118, 90, 76, 88, 112, 97])
+weekCompare = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales ($)")
+thisWeek = Series("This week", [3200, 4100, 3800, 4500, 6200, 8400, 5100])
+lastWeek = Series("Last week", [2900, 3600, 4100, 4200, 5800, 7900, 4700])
+sellersTable = Table([sellerName, sellerUnits])
+sellerName = Col("Best sellers", ["Classic Denim Jacket", "Wireless Earbuds Pro", "Organic Cotton Tee", "Insulated Water Bottle", "Canvas Tote Bag"])
+sellerUnits = Col("Units sold today", [34, 29, 27, 22, 18], "number")
+stockAlert = Alert("Out of stock", "4 items need reordering — see below and place an order", "warning")
+stockTable = Table([stockItem, stockSince])
+stockItem = Col("Out of stock item", ["Running Shoes Size 9", "Phone Case 15 Pro", "Yoga Mat (Teal)", "Stainless Travel Mug"])
+stockSince = Col("Out since", ["2 days", "1 day", "4 days", "1 day"])
+staffList = ListBlock([p1, p2, p3, p4, p5])
+p1 = ListItem("Maria Lopez", "Store Manager — 8am to 4pm")
+p2 = ListItem("Devon Carter", "Cashier, Register 1 — 9am to 5pm")
+p3 = ListItem("Aisha Khan", "Cashier, Register 2 — 10am to 6pm")
+p4 = ListItem("Tom Reyes", "Floor associate — 12pm to 8pm")
+p5 = ListItem("Grace Kim", "Stock room — 7am to 3pm")
+returnsChart = HorizontalBarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [retSeries], null, "Day", "Returns")
+retSeries = Series("Returns this week", [2, 4, 3, 5, 4, 3, 2])
+promoTable = Table([promoName, promoPerf, promoStatus])
+promoName = Col("Promotion", ["Summer 2-for-1 Tees", "20% off Footwear", "Loyalty Double Points", "Clearance Blowout"])
+promoPerf = Col("Redemptions / Sales", ["112 uses / $2,240", "68 uses / $4,080", "231 uses / $6,930", "45 uses / $1,350"])
+promoStatus = Col("Performance", ["Exceeding", "On target", "Exceeding", "Below target"])
+registerTable = Table([regName, regStatus, regCashier])
+regName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4", "Self-checkout A", "Self-checkout B"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Closed", "Open", "Open"])
+regCashier = Col("Staffed by", ["Devon Carter", "Aisha Khan", "—", "—", "Unattended", "Unattended"])
+reorderForm = Form("reorder", reorderButtons, [reorderItemField, reorderQtyField, reorderSupplierField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("item", [ri1, ri2, ri3, ri4], "Choose an out-of-stock item")
+ri1 = SelectItem("shoes9", "Running Shoes Size 9")
+ri2 = SelectItem("case15", "Phone Case 15 Pro")
+ri3 = SelectItem("yogamat", "Yoga Mat (Teal)")
+ri4 = SelectItem("mug", "Stainless Travel Mug")
+reorderQtyField = FormControl("Quantity", reorderQty, "Units to order")
+reorderQty = Input("quantity", "e.g. 24", "number")
+reorderSupplierField = FormControl("Supplier", reorderSupplier)
+reorderSupplier = Select("supplier", [sup1, sup2], "Preferred supplier")
+sup1 = SelectItem("main", "Main Warehouse (2-day)")
+sup2 = SelectItem("express", "Express Distributor (next-day)")
+reorderButtons = Buttons([reorderSubmit, reorderCancel])
+reorderSubmit = Button("Place reorder", null, "primary")
+reorderCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..9127344f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-retail__r4.txt
@@ -0,0 +1,59 @@
+root = Card([header, storePicker, salesKpis, sep1, trafficChart, sep2, bestSellers, sep3, stockAlert, stockTable, reorderForm, sep4, shiftList, sep5, weekCompare, sep6, returnsSection, sep7, promoTable, sep8, registerTable], "card", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown Flagship — Tuesday, live as of 3:42 PM")
+storePicker = Select("store", [storeA, storeB, storeC], "View a different store", null, "downtown", "medium")
+storeA = SelectItem("downtown", "Downtown Flagship")
+storeB = SelectItem("mall", "Riverside Mall")
+storeC = SelectItem("airport", "Airport Terminal 2")
+salesKpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Sales today", "Daily target", "Progress", "Avg basket size", "Foot traffic today"])
+kpiValue = Col("Value", ["$8,740", "$10,000", "87.4%", "$42.60", "612 visitors"])
+kpiNote = Col("Status", ["On pace", "Fixed goal", "Needs $1,260 by close", "Up 6% vs yesterday", "Peak at 1 PM"])
+sep1 = Separator()
+trafficChart = LineChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Foot traffic", [42, 58, 74, 96, 118, 90, 76])
+sep2 = Separator()
+bestSellers = Table([bsItem, bsUnits, bsRevenue])
+bsItem = Col("Best seller", ["Classic Hoodie", "Ceramic Mug Set", "Wireless Earbuds", "Canvas Tote", "Scented Candle"])
+bsUnits = Col("Units sold", [34, 28, 22, 19, 17])
+bsRevenue = Col("Revenue", ["$1,530", "$840", "$1,100", "$475", "$425"])
+sep3 = Separator()
+stockAlert = Alert("Out of stock", "3 items are out of stock and need reordering", "warning")
+stockTable = Table([oosItem, oosSku, oosSince])
+oosItem = Col("Item", ["Denim Jacket (M)", "Phone Stand", "Herbal Tea Sampler"])
+oosSku = Col("SKU", ["DJ-1042", "PS-2210", "HT-3307"])
+oosSince = Col("Out since", ["Yesterday", "2 days ago", "Today"])
+reorderForm = Form("reorder", reorderButtons, [reorderItemField, reorderQtyField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("reorder_item", [riJacket, riStand, riTea], "Choose an item")
+riJacket = SelectItem("DJ-1042", "Denim Jacket (M)")
+riStand = SelectItem("PS-2210", "Phone Stand")
+riTea = SelectItem("HT-3307", "Herbal Tea Sampler")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Units to order from warehouse")
+reorderQtyInput = Input("quantity", "e.g. 24", "number")
+reorderButtons = Buttons([reorderSubmit])
+reorderSubmit = Button("Place reorder", null, "primary")
+sep4 = Separator()
+shiftList = ListBlock([shift1, shift2, shift3, shift4])
+shift1 = ListItem("Maya Chen", "Store lead — 8 AM to 4 PM")
+shift2 = ListItem("Jordan Reyes", "Cashier — 9 AM to 5 PM")
+shift3 = ListItem("Priya Nair", "Floor associate — 12 PM to 8 PM")
+shift4 = ListItem("Sam Okafor", "Cashier — 2 PM to close")
+sep5 = Separator()
+weekCompare = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales ($)")
+thisWeek = Series("This week", [7200, 8740, 0, 0, 0, 0, 0])
+lastWeek = Series("Last week", [6800, 7900, 8100, 7600, 9400, 11200, 8900])
+sep6 = Separator()
+returnsSection = Table([retDay, retCount, retValue])
+retDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+retCount = Col("Returns", [4, 6, 3, 5, 7, 9, 2])
+retValue = Col("Value ($)", [180, 265, 120, 210, 340, 410, 95])
+sep7 = Separator()
+promoTable = Table([promoName, promoStatus, promoPerf])
+promoName = Col("Promotion", ["2-for-1 Candles", "20% off Hoodies", "Bundle: Mug + Tea", "Student Discount"])
+promoStatus = Col("Status", ["Running", "Running", "Running", "Running"])
+promoPerf = Col("Performance", ["61 redemptions — strong", "34 uses — on target", "12 bundles — slow", "48 uses — above target"])
+sep8 = Separator()
+registerTable = Table([regName, regState, regCashier])
+regName = Col("Register", ["Register 1", "Register 2", "Register 3", "Self-checkout A", "Self-checkout B"])
+regState = Col("Status", ["Open", "Open", "Closed", "Open", "Closed"])
+regCashier = Col("Staffed by", ["Jordan Reyes", "Sam Okafor", "—", "Unattended", "—"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..707483191
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r1.txt
@@ -0,0 +1,50 @@
+root = Card([header, periodForm, sep1, kpiTable, signupTrend, sep2, planSplit, seatUtil, sep3, topCustomers, atRisk, failedPayments, sep4, featureAdoption, npsBlock, sep5, inviteForm])
+header = CardHeader("Admin Overview", "Acme SaaS · All workspaces · Updated just now")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "All metrics below recalculate on change")
+periodSelect = Select("period", [p30, p90, p12m, pytd], null, null, "90")
+p30 = SelectItem("30", "Last 30 days")
+p90 = SelectItem("90", "Last 90 days")
+p12m = SelectItem("365", "Last 12 months")
+pytd = SelectItem("ytd", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary", "normal", "small")
+sep1 = Separator("horizontal", true)
+kpiTable = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn (this month)", "Seat Utilization"])
+kpiValue = Col("Value", ["$184,200", "$2,210,400", "2.1%", "78%"])
+kpiDelta = Col("vs prior period", ["+6.4%", "+8.1%", "-0.4 pts", "+3 pts"])
+signupTrend = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"], [signupSeries], "natural", "Week (past 90 days)", "New signups")
+signupSeries = Series("New signups", [42, 55, 48, 61, 58, 72, 66, 79, 84, 77, 91, 88, 96])
+sep2 = Separator("horizontal", true)
+planSplit = PieChart(["Starter", "Growth", "Enterprise"], [214, 138, 47], "donut", "circular")
+seatUtil = SingleStackedBarChart(["Used seats", "Unused seats"], [3120, 880])
+sep3 = Separator("horizontal", true)
+topCustomers = Table([tcName, tcPlan, tcSeats, tcSpend])
+tcName = Col("Customer", ["Northwind Labs", "Helios Energy", "Bluepeak Media", "Ferrostack", "Cartwright Legal", "Orbit Analytics", "Juniper Health", "Quantia", "Sable Retail", "Apex Freight"])
+tcPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Growth", "Enterprise", "Growth", "Enterprise", "Growth", "Growth", "Enterprise"])
+tcSeats = Col("Seats", [420, 310, 265, 240, 205, 180, 165, 150, 140, 125], "number")
+tcSpend = Col("Monthly spend", ["$9,800", "$8,400", "$7,150", "$5,900", "$5,600", "$4,300", "$4,050", "$3,700", "$3,250", "$3,100"])
+atRisk = Table([arAccount, arReason, arMRR])
+arAccount = Col("At-risk account", ["Quantia", "Sable Retail", "Bluepeak Media", "Juniper Health"])
+arReason = Col("Reason", ["Login activity down 62% in 30 days", "Champion left the company", "Open support ticket unresolved 12 days", "Contract renewal in 21 days, no contact"])
+arMRR = Col("MRR at risk", ["$3,700", "$3,250", "$7,150", "$4,050"])
+failedPayments = ListBlock([fp1, fp2, fp3])
+fp1 = ListItem("Orbit Analytics — $4,300", "Card declined (insufficient funds) · 2 attempts", null, "Retry payment")
+fp2 = ListItem("Apex Freight — $3,100", "Card expired 05/25 · 1 attempt", null, "Retry payment")
+fp3 = ListItem("Cartwright Legal — $5,600", "Bank rejected ACH · 3 attempts", null, "Retry payment")
+sep4 = Separator("horizontal", true)
+featureAdoption = HorizontalBarChart(["AI Insights (new)", "Team Workspaces (new)", "Usage API v2 (new)"], [adoptionSeries], "grouped", null, "Adoption %")
+adoptionSeries = Series("Adoption", [64, 41, 27])
+npsBlock = RadialChart(["NPS"], [58])
+sep5 = Separator("horizontal", true)
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("email", "teammate@acme.com", "email", ["required"])
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleFull, roleBilling, roleRead], "Choose a role", null, "full")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleRead = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([inviteSubmit])
+inviteSubmit = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..711822da2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r2.txt
@@ -0,0 +1,46 @@
+root = Card([header, periodForm, kpiTable, signupChart, planPie, topCustomers, atRisk, failedPayments, featureAdoption, npsBlock, seatUtil, inviteForm])
+header = CardHeader("Admin Overview", "SaaS company health dashboard — all key metrics in one place")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Applies to all metrics on this page")
+periodSelect = Select("period", [p30, p90, pQtr, pYear], "Select period", null, "90d")
+p30 = SelectItem("30d", "Last 30 days")
+p90 = SelectItem("90d", "Last 90 days")
+pQtr = SelectItem("qtr", "This quarter")
+pYear = SelectItem("year", "Last 12 months")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Apply period", null, "primary")
+kpiTable = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn (this month)", "New signups (90 days)", "Current NPS"])
+kpiValue = Col("Value", ["$412,800", "$4,953,600", "2.1%", "1,284", "47"])
+kpiDelta = Col("Change", ["+4.2% MoM", "+38% YoY", "-0.4 pts vs last month", "+12% vs prior 90d", "+3 pts"])
+signupChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"], [signupSeries], "natural", "Week (past 90 days)", "Signups")
+signupSeries = Series("New signups", [72, 85, 91, 78, 96, 104, 88, 112, 121, 98, 115, 132, 128])
+planPie = PieChart(["Starter", "Growth", "Enterprise"], [486, 312, 94], "donut")
+topCustomers = Table([custName, custPlan, custSeats, custSpend])
+custName = Col("Customer", ["Acme Corp", "Globex", "Initech", "Umbrella Inc", "Hooli", "Stark Industries", "Wayne Enterprises", "Massive Dynamic", "Cyberdyne", "Soylent Co"])
+custPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Growth", "Enterprise", "Growth", "Enterprise", "Growth"])
+custSeats = Col("Seats", [420, 310, 285, 240, 210, 180, 165, 150, 140, 120], "number")
+custSpend = Col("Monthly spend", ["$18,400", "$14,200", "$12,900", "$11,600", "$9,800", "$8,400", "$7,900", "$6,700", "$6,200", "$5,400"])
+atRisk = Table([riskAcct, riskReason, riskMrr])
+riskAcct = Col("Account at risk", ["Vandelay Industries", "Bluth Company", "Dunder Mifflin", "Prestige Worldwide"])
+riskReason = Col("Reason", ["Login activity down 70% in 30 days", "Champion left the company", "3 unresolved support tickets", "Contract renewal in 14 days, no engagement"])
+riskMrr = Col("MRR at risk", ["$2,100", "$1,450", "$980", "$3,200"])
+failedPayments = Table([fpAcct, fpAmount, fpDate, fpAction])
+fpAcct = Col("Account", ["Gringotts Ltd", "Oceanic Airlines", "Tyrell Corp"])
+fpAmount = Col("Amount", ["$1,240", "$860", "$2,300"])
+fpDate = Col("Failed on", ["2024-06-02", "2024-06-05", "2024-06-08"])
+fpAction = Col("Retry", ["Retry payment", "Retry payment", "Retry payment"], "action")
+featureAdoption = HorizontalBarChart(["AI Insights", "Team Workspaces", "Audit Log Export"], [adoptSeries], null, "Feature", "Adoption %")
+adoptSeries = Series("Adoption", [64, 41, 27])
+npsBlock = Progress(47, "Current NPS: 47 (based on 312 responses this quarter)")
+seatUtil = SingleStackedBarChart(["Active seats", "Invited, not active", "Unused seats"], [68, 12, 20])
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("email", "teammate@company.com", "email")
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleReadonly], "Choose a role")
+roleAdmin = SelectItem("admin", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleReadonly = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([inviteBtn])
+inviteBtn = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..bef49a6e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r3.txt
@@ -0,0 +1,61 @@
+root = Card([header, periodForm, kpiTable, sep1, signupChart, sep2, planChart, sep3, topCustomers, sep4, riskTable, sep5, failedPayments, sep6, adoptionChart, sep7, npsSection, sep8, seatUtil, sep9, inviteForm], "card", "column", "l")
+header = CardHeader("Admin Overview", "Acme SaaS — company health at a glance")
+periodForm = Form("reporting-period", periodButtons, [periodField, rangeField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [p30, p90, pQ, pY], "Select period", null, "90d")
+p30 = SelectItem("30d", "Last 30 days")
+p90 = SelectItem("90d", "Last 90 days")
+pQ = SelectItem("quarter", "This quarter")
+pY = SelectItem("year", "This year")
+rangeField = FormControl("Custom range", rangePicker)
+rangePicker = DatePicker("custom_range", "range")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Apply period", null, "primary")
+kpiTable = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["MRR", "ARR", "Churn (this month)", "NPS"])
+kpiValue = Col("Value", ["$184,200", "$2,210,400", "2.1%", "42"])
+kpiDelta = Col("vs prior period", ["+4.6%", "+5.1%", "-0.4 pts", "+3"])
+sep1 = Separator()
+signupChart = LineChart(signupLabels, [signupSeries], "natural", "Week", "New signups")
+signupLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"]
+signupSeries = Series("Signups (last 90 days)", [42, 55, 48, 61, 58, 72, 66, 79, 84, 77, 91, 88, 96])
+sep2 = Separator()
+planChart = PieChart(planLabels, planValues, "donut")
+planLabels = ["Starter", "Growth", "Enterprise"]
+planValues = [412, 268, 94]
+sep3 = Separator()
+topCustomers = Table([tcName, tcPlan, tcSeats, tcSpend])
+tcName = Col("Customer", ["Northwind Traders", "Globex Corp", "Initech", "Umbrella Health", "Stark Industries", "Wayne Enterprises", "Hooli", "Acme Logistics", "Massive Dynamic", "Cyberdyne Systems"])
+tcPlan = Col("Plan", ["Enterprise", "Enterprise", "Growth", "Enterprise", "Enterprise", "Growth", "Enterprise", "Growth", "Enterprise", "Growth"])
+tcSeats = Col("Seats", [240, 210, 180, 165, 150, 140, 132, 120, 110, 98], "number")
+tcSpend = Col("Monthly spend", ["$14,400", "$12,600", "$7,200", "$9,900", "$9,000", "$5,600", "$7,920", "$4,800", "$6,600", "$3,920"])
+sep4 = Separator()
+riskTable = Table([riskAcct, riskReason, riskMRR])
+riskAcct = Col("Account at risk", ["Hooli", "Acme Logistics", "Cyberdyne Systems", "Initech"])
+riskReason = Col("Reason", ["Champion left the company", "Usage down 62% in 30 days", "Open critical support ticket (12 days)", "Renewal in 14 days, no engagement"])
+riskMRR = Col("MRR at risk", ["$7,920", "$4,800", "$3,920", "$7,200"])
+sep5 = Separator()
+failedPayments = Table([fpAcct, fpAmount, fpDate, fpRetry])
+fpAcct = Col("Account", ["Wayne Enterprises", "Stark Industries", "Globex Corp"])
+fpAmount = Col("Amount", ["$5,600", "$9,000", "$12,600"])
+fpDate = Col("Failed on", ["2024-06-02", "2024-06-05", "2024-06-08"])
+fpRetry = Col("Retry", ["Retry payment", "Retry payment", "Retry payment"], "action")
+sep6 = Separator()
+adoptionChart = HorizontalBarChart(adoptLabels, [adoptSeries], null, "Feature", "Adoption %")
+adoptLabels = ["AI Report Builder", "Slack Alerts", "Custom Roles"]
+adoptSeries = Series("% of active accounts using", [38, 57, 24])
+sep7 = Separator()
+npsSection = Callout("info", "Current NPS: 42", "Based on 312 responses this quarter — up 3 points. Promoters 58%, Passives 26%, Detractors 16%.")
+sep8 = Separator()
+seatUtil = Progress(78, "Seat utilization — 1,842 of 2,360 purchased seats active")
+sep9 = Separator()
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteInput)
+inviteInput = Input("admin_email", "teammate@acme.com", "email")
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleFull, roleBilling, roleRead], "Choose a role")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleRead = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([inviteBtn])
+inviteBtn = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..bc64ebfba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b4-saas__r4.txt
@@ -0,0 +1,47 @@
+root = Card([header, periodForm, kpis, signupChart, planChart, npsBlock, seatProgress, featureChart, topCustomers, atRisk, failedPayments, inviteForm])
+header = CardHeader("Admin Overview", "SaaS company health dashboard — all key metrics in one place")
+periodForm = Form("reporting-period", periodButtons, [periodField, rangeField])
+periodField = FormControl("Reporting period", periodSelect, "Applies to all metrics on this screen")
+periodSelect = Select("period", [p30, p90, pQ, pY], "Select period", null, "90")
+p30 = SelectItem("30", "Last 30 days")
+p90 = SelectItem("90", "Last 90 days")
+pQ = SelectItem("quarter", "This quarter")
+pY = SelectItem("year", "This year")
+rangeField = FormControl("Custom range (optional)", rangePicker)
+rangePicker = DatePicker("custom_range", "range")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Apply period", null, "primary")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month", "Current NPS"])
+kpiValue = Col("Value", ["$184,200", "$2,210,400", "2.1% (14 accounts)", "47"])
+kpiDelta = Col("vs prior period", ["+4.6%", "+18.2%", "-0.4 pts", "+3 pts"])
+signupChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"], [signupSeries], "natural", "Week (past 90 days)", "New signups")
+signupSeries = Series("New signups", [42, 55, 48, 61, 58, 72, 66, 79, 74, 88, 81, 95, 102])
+planChart = PieChart(["Starter", "Growth", "Enterprise"], [412, 268, 96], "donut")
+npsBlock = Callout("info", "Net Promoter Score: 47", "Based on 312 responses this quarter. Promoters 58%, Passives 31%, Detractors 11%.")
+seatProgress = Progress(78, "Seat utilization: 3,120 of 4,000 seats in use")
+featureChart = HorizontalBarChart(["AI Report Builder", "Slack Alerts v2", "SSO / SCIM"], [featureSeries], null, "Feature", "Adoption %")
+featureSeries = Series("Adoption rate (%)", [64, 41, 27])
+topCustomers = Table([tcName, tcSeats, tcSpend])
+tcName = Col("Customer", ["Northwind Labs", "Acme Corp", "Vertex Systems", "Bluepeak Health", "Ferrostar Media", "Quantia", "Hailo Logistics", "Cinder & Co", "Optivest", "Meridian Legal"])
+tcSeats = Col("Seats", [240, 210, 185, 160, 148, 132, 120, 105, 98, 90], "number")
+tcSpend = Col("Monthly spend", ["$14,400", "$12,600", "$11,100", "$9,600", "$8,880", "$7,920", "$7,200", "$6,300", "$5,880", "$5,400"])
+atRisk = Table([arAccount, arReason, arMrr])
+arAccount = Col("Account", ["Ferrostar Media", "Optivest", "Hailo Logistics", "Cinder & Co"])
+arReason = Col("Risk reason", ["Usage down 62% in 30 days", "Champion left the company", "3 failed payments in a row", "Contract renewal in 14 days, no engagement"])
+arMrr = Col("MRR at risk", ["$8,880", "$5,880", "$7,200", "$6,300"])
+failedPayments = ListBlock([fp1, fp2, fp3, fp4])
+fp1 = ListItem("Hailo Logistics — $7,200", "Card declined (insufficient funds) — Oct 28", null, "Retry payment")
+fp2 = ListItem("Brightpath Edu — $1,450", "Card expired — Oct 27", null, "Retry payment")
+fp3 = ListItem("Solstice Retail — $980", "Bank rejection (do not honor) — Oct 26", null, "Retry payment")
+fp4 = ListItem("Kite Analytics — $2,310", "3DS authentication failed — Oct 25", null, "Retry payment")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "colleague@company.com", "email", ["required"])
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleRead], "Choose a role", null, "admin")
+roleAdmin = SelectItem("admin", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleRead = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([inviteBtn])
+inviteBtn = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r1.txt
new file mode 100644
index 000000000..2ca28c9b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r1.txt
@@ -0,0 +1,108 @@
+root = Card([header, alertBanner, tabs], "card", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide status — updated 2 min ago")
+alertBanner = Alert("Active incident downtown", "Multi-vehicle collision on 5th Ave — crews dispatched", "warning")
+tabs = Tabs([tabLive, tabEnv, tabOps, tabPlan])
+
+tabLive = TabItem("live", "Live Status", [liveKpis, congestionRow, liveTables, feedSection])
+liveKpis = Card([weatherCall, kpisRow], "sunk", "row", "l", "stretch", "between", true)
+weatherCall = TextCallout("info", "Current Weather", "14°C, partly cloudy, wind 18 km/h NW, rain expected 18:00")
+kpisRow = Card([congProg, transitProg, waterProg, parkProg], "clear", "row", "xl", "stretch", "around", true)
+congProg = Progress(68, "Congestion right now: 68% of road capacity")
+transitProg = Progress(91, "Transit punctuality: 91% on-time")
+waterProg = Progress(54, "Water use today: 54% of daily budget (312 ML)")
+parkProg = Progress(23, "Downtown parking availability: 23% free (1,140 spots)")
+congestionRow = HorizontalBarChart(["Downtown", "Riverside", "Northgate", "Old Town", "Harbor", "Westhill"], [congSeries], null, "District", "Congestion %")
+congSeries = Series("Congestion", [82, 64, 71, 58, 49, 63])
+liveTables = Card([incidentHead, incidentTable, vehHead, vehTable], "sunk", "column", "m")
+incidentHead = Heading("Open Incidents", "h3")
+incidentTable = Table([incId, incLoc, incType, incSev])
+incId = Col("ID", ["INC-2041", "INC-2042", "INC-2043", "INC-2044", "INC-2045"])
+incLoc = Col("Location", ["5th Ave & Main", "Harbor Bridge", "Northgate Mall", "Riverside Park", "Old Town Sq"])
+incType = Col("Type", ["Collision", "Signal failure", "Water main leak", "Fallen tree", "Fire alarm"])
+incSev = Col("Severity", ["High", "Medium", "High", "Low", "Medium"])
+vehHead = Heading("Emergency Vehicle Deployment", "h3")
+vehTable = Table([vehUnit, vehType, vehZone, vehStatus])
+vehUnit = Col("Unit", ["ENG-3", "AMB-7", "PD-12", "ENG-9", "AMB-2"])
+vehType = Col("Type", ["Fire", "Ambulance", "Police", "Fire", "Ambulance"])
+vehZone = Col("Zone", ["Downtown", "Harbor", "Northgate", "Westhill", "Riverside"])
+vehStatus = Col("Status", ["On scene", "En route", "Patrolling", "Staged", "On scene"])
+feedSection = Card([feedHead, feedList], "sunk", "column", "s")
+feedHead = Heading("Citizen Reports — Live Feed", "h3")
+feedList = ListBlock([rep1, rep2, rep3, rep4])
+rep1 = ListItem("Pothole on Elm St", "Reported 2 min ago — Downtown")
+rep2 = ListItem("Streetlight out, Block 400", "Reported 6 min ago — Westhill")
+rep3 = ListItem("Overflowing bin at Harbor Pier", "Reported 11 min ago — Harbor")
+rep4 = ListItem("Noise complaint, construction site", "Reported 15 min ago — Northgate")
+
+tabEnv = TabItem("env", "Environment & Energy", [aqHead, aqChart, energyHead, energyChart])
+aqHead = Heading("Air Quality by District (AQI)", "h3")
+aqChart = BarChart(["Downtown", "Riverside", "Northgate", "Old Town", "Harbor", "Westhill"], [aqSeries], null, "District", "AQI")
+aqSeries = Series("AQI", [74, 52, 61, 48, 69, 44])
+energyHead = Heading("Energy Use — Past 7 Days (GWh)", "h3")
+energyChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [enRes, enCom], "natural", "Day", "GWh")
+enRes = Series("Residential", [42, 45, 44, 47, 49, 38, 36])
+enCom = Series("Commercial", [58, 61, 60, 63, 66, 41, 39])
+
+tabOps = TabItem("ops", "District & Dispatch", [focusForm, dispatchForm, alertForm])
+focusForm = Form("district-focus", focusButtons, [focusField])
+focusField = FormControl("Focus on district", focusSelect, "Filters all dashboard panels to one district")
+focusSelect = Select("district", [dAll, dDown, dRiv, dNorth, dOld, dHar, dWest], "Choose district")
+dAll = SelectItem("all", "All districts")
+dDown = SelectItem("downtown", "Downtown")
+dRiv = SelectItem("riverside", "Riverside")
+dNorth = SelectItem("northgate", "Northgate")
+dOld = SelectItem("oldtown", "Old Town")
+dHar = SelectItem("harbor", "Harbor")
+dWest = SelectItem("westhill", "Westhill")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Apply focus", null, "primary")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewField, crewDistrict, crewPriority])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewA, crewB, crewC], "Select crew")
+crewA = SelectItem("crew-a", "Road Crew A")
+crewB = SelectItem("crew-b", "Utilities Crew B")
+crewC = SelectItem("crew-c", "Parks Crew C")
+crewDistrict = FormControl("Destination district", crewDistSelect)
+crewDistSelect = Select("crew_district", [dDown2, dRiv2, dNorth2], "Choose district")
+dDown2 = SelectItem("downtown", "Downtown")
+dRiv2 = SelectItem("riverside", "Riverside")
+dNorth2 = SelectItem("northgate", "Northgate")
+crewPriority = FormControl("Priority", crewRadio)
+crewRadio = RadioGroup("priority", [priLow, priMed, priHigh], "medium")
+priLow = RadioItem("Low", "Schedule within 48h", "low")
+priMed = RadioItem("Medium", "Same day", "medium")
+priHigh = RadioItem("High", "Immediate dispatch", "high")
+dispatchButtons = Buttons([dispatchBtn])
+dispatchBtn = Button("Dispatch crew", null, "primary")
+alertForm = Form("public-alert", alertFormButtons, [alertMsg, alertScope])
+alertMsg = FormControl("Alert message", alertText, "Broadcast to residents via SMS, app and signage")
+alertText = TextArea("message", "Type the public alert message...", 3)
+alertScope = FormControl("Scope", alertScopeSelect)
+alertScopeSelect = Select("scope", [scopeCity, scopeDistrict], "Choose scope")
+scopeCity = SelectItem("citywide", "Citywide")
+scopeDistrict = SelectItem("district", "Selected district only")
+alertFormButtons = Buttons([alertSendBtn, alertCancelBtn])
+alertSendBtn = Button("Send public alert", null, "primary", "destructive")
+alertCancelBtn = Button("Cancel", null, "tertiary")
+
+tabPlan = TabItem("plan", "Planning", [backlogCard, roadHead, roadTable, maintHead, maintTable, eventHead, eventList])
+backlogCard = Card([backlogHead, backlogProg], "sunk", "column", "s")
+backlogHead = Heading("Service Request Backlog", "h3")
+backlogProg = Progress(37, "437 open of 1,180 monthly capacity (37%)")
+roadHead = Heading("Roadworks Planned This Month", "h3")
+roadTable = Table([rwProj, rwLoc, rwDates, rwImpact])
+rwProj = Col("Project", ["Resurfacing", "Pipe replacement", "Lane widening", "Crosswalk upgrade"])
+rwLoc = Col("Location", ["Main St, Downtown", "Harbor Rd", "Ring Rd, Northgate", "Old Town Sq"])
+rwDates = Col("Dates", ["Jun 3–9", "Jun 10–21", "Jun 12–18", "Jun 24–26"])
+rwImpact = Col("Impact", ["Lane closures", "Night work", "Detour", "Minimal"])
+maintHead = Heading("Infrastructure Jobs Due for Maintenance", "h3")
+maintTable = Table([mjAsset, mjType, mjDue, mjCond])
+mjAsset = Col("Asset", ["Harbor Bridge", "Pump Station 4", "Substation B", "Tram Line 2"])
+mjType = Col("Type", ["Bridge", "Water", "Power", "Transit"])
+mjDue = Col("Due", ["Jun 8", "Jun 5", "Jun 14", "Jun 20"])
+mjCond = Col("Condition", ["Fair", "Poor", "Good", "Fair"])
+eventHead = Heading("Public Events This Weekend", "h3")
+eventList = ListBlock([ev1, ev2, ev3])
+ev1 = ListItem("Riverside Farmers Market", "Sat 08:00–14:00 — Riverside Park")
+ev2 = ListItem("Harbor Lights Festival", "Sat 18:00–23:00 — Harbor Pier")
+ev3 = ListItem("City Marathon", "Sun 07:00–13:00 — Downtown loop, road closures")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r2.txt
new file mode 100644
index 000000000..afb716772
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r2.txt
@@ -0,0 +1,133 @@
+root = Card([header, kpis, sep1, trafficSection, transitSection, sep2, envSection, energySection, waterSection, weatherSection, sep3, incidentsSection, fleetSection, parkingSection, sep4, reportsSection, backlogSection, eventsSection, roadworksSection, maintenanceSection, sep5, opsSection])
+header = CardHeader("City Operations Center", "Live overview — all districts — updated 2 min ago")
+kpis = Card([kpiRow], "sunk", "row", "l", "center", "between", true)
+kpiRow = TagBlock(["Congestion: Moderate", "Transit on-time: 87%", "AQI avg: 62 (Moderate)", "Open incidents: 14", "Crews deployed: 9", "Backlog: 312 requests"])
+sep1 = Separator()
+trafficSection = SectionBlock([trafficItem], true)
+trafficItem = SectionItem("traffic", "1. Congestion Right Now", [trafficChart, trafficNote])
+trafficChart = HorizontalBarChart(["Downtown Core", "Harbor Tunnel", "Riverside Ave", "North Bridge", "Airport Rd", "University Blvd"], [congSeries], null, "Corridor", "Congestion index (0-100)")
+congSeries = Series("Congestion", [82, 74, 58, 66, 41, 35])
+trafficNote = TextContent("Downtown Core and Harbor Tunnel are at peak load. Signal retiming active on Riverside Ave.", "small")
+transitSection = SectionBlock([transitItem], true)
+transitItem = SectionItem("transit", "2. Transit Punctuality", [transitChart])
+transitChart = BarChart(["Bus", "Metro", "Tram", "Ferry"], [onTime, late], "grouped", "Mode", "% of trips")
+onTime = Series("On time", [84, 93, 88, 91])
+late = Series("Delayed >5 min", [16, 7, 12, 9])
+sep2 = Separator()
+envSection = SectionBlock([envItem], true)
+envItem = SectionItem("env", "3. Air Quality by District", [aqiChart])
+aqiChart = BarChart(["Downtown", "Harbor", "Northside", "Riverside", "University", "Airport"], [aqiSeries], null, "District", "AQI")
+aqiSeries = Series("AQI", [78, 71, 54, 49, 42, 66])
+energySection = SectionBlock([energyItem], true)
+energyItem = SectionItem("energy", "4. Energy Use — Past Week", [energyChart])
+energyChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Citywide consumption", [412, 398, 421, 435, 448, 371, 342])
+waterSection = SectionBlock([waterItem], true)
+waterItem = SectionItem("water", "5. Water Use Today", [waterChart, waterNote])
+waterChart = RadialChart(["Residential", "Commercial", "Industrial", "Parks/Irrigation"], [46, 28, 18, 8])
+waterNote = TextContent("Total today: 38.2M gallons — 4% below the 30-day average.", "small")
+weatherSection = SectionBlock([weatherItem], true)
+weatherItem = SectionItem("weather", "12. Current Weather", [weatherRow])
+weatherRow = Card([weatherText], "sunk", "row", "l", "center", "between", true)
+weatherText = TagBlock(["18°C", "Partly cloudy", "Wind NW 22 km/h", "Humidity 61%", "Rain risk 20% tonight"])
+sep3 = Separator()
+incidentsSection = SectionBlock([incidentsItem], true)
+incidentsItem = SectionItem("incidents", "6. Open Incidents", [incidentsTable])
+incidentsTable = Table([incId, incLoc, incType, incSev, incAge])
+incId = Col("ID", ["INC-2041", "INC-2042", "INC-2043", "INC-2044", "INC-2045"])
+incLoc = Col("Location", ["Harbor Tunnel southbound", "5th & Main, Downtown", "Riverside Ave km 4", "North Bridge on-ramp", "Elm St, University"])
+incType = Col("Type", ["Multi-vehicle collision", "Water main break", "Fallen tree", "Signal outage", "Gas smell reported"])
+incSev = Col("Severity", ["Critical", "High", "Medium", "High", "Medium"])
+incAge = Col("Open for", ["22 min", "1 h 10 min", "45 min", "2 h 05 min", "15 min"])
+fleetSection = SectionBlock([fleetItem], true)
+fleetItem = SectionItem("fleet", "7. Emergency Vehicle Deployment", [fleetTable])
+fleetTable = Table([fleetUnit, fleetType, fleetZone, fleetStatus])
+fleetUnit = Col("Unit", ["ENG-3", "AMB-7", "ENG-11", "POL-22", "AMB-2", "RES-5"])
+fleetType = Col("Type", ["Fire engine", "Ambulance", "Fire engine", "Police", "Ambulance", "Rescue"])
+fleetZone = Col("Zone", ["Harbor Tunnel", "Downtown", "Northside", "Downtown", "University", "Riverside"])
+fleetStatus = Col("Status", ["On scene INC-2041", "Staging", "Available", "Patrol", "En route INC-2045", "Available"])
+parkingSection = SectionBlock([parkingItem], true)
+parkingItem = SectionItem("parking", "8. Parking Availability — Downtown", [parkingChart])
+parkingChart = PieChart(["Occupied", "Available", "Reserved"], [2140, 860, 300], "donut")
+sep4 = Separator()
+reportsSection = SectionBlock([reportsItem], true)
+reportsItem = SectionItem("reports", "10. Citizen Reports — Live Feed", [reportsList])
+reportsList = ListBlock([rep1, rep2, rep3, rep4])
+rep1 = ListItem("Pothole, 800 block Cedar Ave", "2 min ago — via mobile app — auto-routed to Roads")
+rep2 = ListItem("Streetlight out, Park Lane & 3rd", "9 min ago — via web — auto-routed to Utilities")
+rep3 = ListItem("Overflowing bin, Central Plaza", "14 min ago — via mobile app — queued for Sanitation")
+rep4 = ListItem("Noise complaint, Harbor District", "21 min ago — via hotline — under review")
+backlogSection = SectionBlock([backlogItem], true)
+backlogItem = SectionItem("backlog", "11. Service Request Backlog", [backlogChart])
+backlogChart = BarChart(["Roads", "Utilities", "Sanitation", "Parks", "Permits"], [backlogSeries], null, "Department", "Open requests")
+backlogSeries = Series("Backlog", [96, 74, 58, 41, 43])
+eventsSection = SectionBlock([eventsItem], true)
+eventsItem = SectionItem("events", "9. Public Events This Weekend", [eventsTable])
+eventsTable = Table([evName, evWhere, evWhen, evCrowd])
+evName = Col("Event", ["Riverfront Marathon", "Farmers Market", "Jazz in the Park", "Street Food Fair"])
+evWhere = Col("Location", ["Riverside Promenade", "Central Plaza", "Northside Park", "Harbor Square"])
+evWhen = Col("When", ["Sat 07:00-13:00", "Sat 08:00-14:00", "Sat 18:00-22:00", "Sun 11:00-20:00"])
+evCrowd = Col("Expected crowd", ["12,000", "4,500", "7,000", "9,500"])
+roadworksSection = SectionBlock([roadworksItem], true)
+roadworksItem = SectionItem("roadworks", "16. Roadworks Planned This Month", [roadworksTable])
+roadworksTable = Table([rwProject, rwRoad, rwDates, rwImpact])
+rwProject = Col("Project", ["Resurfacing", "Fiber conduit install", "Bridge joint repair", "Lane widening"])
+rwRoad = Col("Road", ["Riverside Ave", "University Blvd", "North Bridge", "Airport Rd"])
+rwDates = Col("Dates", ["Jun 3-9", "Jun 10-18", "Jun 14-16 (nights)", "Jun 20-30"])
+rwImpact = Col("Impact", ["1 lane closed", "Shoulder only", "Full closure 22:00-05:00", "2 lanes closed"])
+maintenanceSection = SectionBlock([maintItem], true)
+maintItem = SectionItem("maintenance", "17. Infrastructure Jobs Due for Maintenance", [maintTable])
+maintTable = Table([mtAsset, mtDistrict, mtDue, mtPriority])
+mtAsset = Col("Asset", ["Pump station P-12", "Traffic signal cluster T-8", "Water main segment W-44", "Substation S-3", "Bridge bearing NB-2"])
+mtDistrict = Col("District", ["Harbor", "Downtown", "Riverside", "Northside", "Northside"])
+mtDue = Col("Due", ["Overdue 3 days", "Jun 12", "Jun 15", "Jun 18", "Jun 25"])
+mtPriority = Col("Priority", ["Critical", "High", "High", "Medium", "Medium"])
+sep5 = Separator()
+opsSection = SectionBlock([focusItem, dispatchItem, alertItem], true)
+focusItem = SectionItem("focus", "13. Focus on a District", [focusForm])
+focusForm = Form("district-focus", focusButtons, [focusField])
+focusField = FormControl("District", focusSelect, "Filters all panels on this screen")
+focusSelect = Select("district", [dAll, dDown, dHarbor, dNorth, dRiver, dUni, dAir], "Choose a district")
+dAll = SelectItem("all", "All districts")
+dDown = SelectItem("downtown", "Downtown")
+dHarbor = SelectItem("harbor", "Harbor")
+dNorth = SelectItem("northside", "Northside")
+dRiver = SelectItem("riverside", "Riverside")
+dUni = SelectItem("university", "University")
+dAir = SelectItem("airport", "Airport")
+focusButtons = Buttons([focusApply])
+focusApply = Button("Apply district filter", null, "primary")
+dispatchItem = SectionItem("dispatch", "14. Dispatch a Crew", [dispatchForm])
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispCrew, dispIncident, dispPriority])
+dispCrew = FormControl("Crew", dispCrewSelect)
+dispCrewSelect = Select("crew", [crew1, crew2, crew3], "Available crews")
+crew1 = SelectItem("roads-a", "Roads Crew A — Downtown depot")
+crew2 = SelectItem("util-b", "Utilities Crew B — Harbor depot")
+crew3 = SelectItem("parks-c", "Parks Crew C — Northside depot")
+dispIncident = FormControl("Linked incident", dispIncidentInput, "Optional — e.g. INC-2042")
+dispIncidentInput = Input("incident", "INC-____")
+dispPriority = FormControl("Priority", dispPriorityRadio)
+dispPriorityRadio = RadioGroup("priority", [priStd, priUrg, priEmg], "standard")
+priStd = RadioItem("Standard", "Within 24 hours", "standard")
+priUrg = RadioItem("Urgent", "Within 4 hours", "urgent")
+priEmg = RadioItem("Emergency", "Immediate response", "emergency")
+dispatchButtons = Buttons([dispSend])
+dispSend = Button("Dispatch crew", null, "primary")
+alertItem = SectionItem("alert", "15. Send a Public Alert", [alertForm])
+alertForm = Form("public-alert", alertButtons, [alertMsg, alertChannel, alertArea])
+alertMsg = FormControl("Alert message", alertMsgInput, "Sent to residents in the selected area")
+alertMsgInput = TextArea("message", "e.g. Road closure on Riverside Ave until 18:00 — use 5th St detour.", 3)
+alertChannel = FormControl("Channel", alertChannelChecks)
+alertChannelChecks = CheckBoxGroup("channels", [chSms, chApp, chRadio])
+chSms = CheckBoxItem("SMS", "Text message to subscribed numbers", "sms", true)
+chApp = CheckBoxItem("App push", "City app notification", "app", true)
+chRadio = CheckBoxItem("Radio/TV", "Broadcast partner bulletin", "broadcast")
+alertArea = FormControl("Area", alertAreaSelect)
+alertAreaSelect = Select("area", [aAll, aDown, aHarbor, aNorth], "Target area")
+aAll = SelectItem("citywide", "Citywide")
+aDown = SelectItem("downtown", "Downtown")
+aHarbor = SelectItem("harbor", "Harbor")
+aNorth = SelectItem("northside", "Northside")
+alertButtons = Buttons([alertSend, alertTest])
+alertSend = Button("Send public alert", null, "primary", "destructive")
+alertTest = Button("Send test to myself", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r3.txt
new file mode 100644
index 000000000..f216f3173
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r3.txt
@@ -0,0 +1,121 @@
+root = Card([header, statusRow, liveSection, opsSection, planningSection, followups])
+header = CardHeader("City Operations Center", "Live overview — all districts — updated just now")
+statusRow = Card([weatherBadge, congestionBadge, aqiBadge, alertBadge], "clear", "row", "m", "stretch", "between", true)
+weatherBadge = Tag("Weather: 18°C, light rain, wind 14 km/h NW", "cloud-rain", "md", "info")
+congestionBadge = Tag("Congestion: Moderate (index 62/100)", "car", "md", "warning")
+aqiBadge = Tag("City AQI: 48 — Good", "wind", "md", "success")
+alertBadge = Tag("3 active public alerts", "bell", "md", "danger")
+liveSection = SectionBlock([secTraffic, secTransit, secAir, secEnergy, secWater, secIncidents, secFleet, secParking, secEvents, secReports], true)
+secTraffic = SectionItem("traffic", "1. Congestion right now", [trafficText, trafficChart])
+trafficText = TextContent("Current congestion index is 62/100. Worst corridors: Ring Road East, Harbor Bridge approach, Central Ave.")
+trafficChart = BarChart(["Ring Rd East", "Harbor Bridge", "Central Ave", "North Bypass", "Old Town", "Airport Rd"], [trafficSeries], null, "Corridor", "Congestion index")
+trafficSeries = Series("Congestion", [88, 81, 74, 55, 49, 38])
+secTransit = SectionItem("transit", "2. Transit punctuality", [transitChart])
+transitChart = HorizontalBarChart(["Metro", "Tram", "Bus", "Ferry", "Regional rail"], [transitSeries], null, "On-time %", "Mode")
+transitSeries = Series("On-time departures %", [94, 91, 83, 97, 89])
+secAir = SectionItem("air", "3. Air quality by district", [airChart])
+airChart = BarChart(["Downtown", "Riverside", "Northgate", "Harbor", "Westhill", "Eastpark"], [airSeries], null, "District", "AQI")
+airSeries = Series("AQI", [58, 44, 39, 66, 31, 42])
+secEnergy = SectionItem("energy", "4. Energy use — past week", [energyChart])
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City consumption (MWh)", [4120, 4380, 4250, 4510, 4690, 3980, 3760])
+secWater = SectionItem("water", "5. Water use today", [waterText, waterProgress])
+waterText = TextContent("Today so far: 186 ML consumed vs daily average of 210 ML. Reservoir level at 74%.")
+waterProgress = Progress(74, "Reservoir capacity")
+secIncidents = SectionItem("incidents", "6. Open incidents", [incidentTable])
+incidentTable = Table([incId, incLoc, incType, incSev])
+incId = Col("Incident", ["INC-2314", "INC-2315", "INC-2316", "INC-2317", "INC-2318"])
+incLoc = Col("Location", ["Harbor Bridge N", "Central Ave & 5th", "Riverside Park", "Northgate Depot", "Old Town Square"])
+incType = Col("Type", ["Multi-vehicle collision", "Gas leak (suspected)", "Flooded underpass", "Power outage", "Fallen tree"])
+incSev = Col("Severity", ["Critical", "High", "Medium", "High", "Low"])
+secFleet = SectionItem("fleet", "7. Emergency vehicle deployment", [fleetTable])
+fleetTable = Table([fleetUnit, fleetType, fleetZone, fleetStatus])
+fleetUnit = Col("Unit", ["Engine 4", "Ambulance 12", "Police 7", "Engine 9", "Ambulance 3", "Rescue 1"])
+fleetType = Col("Type", ["Fire", "Medical", "Police", "Fire", "Medical", "Heavy rescue"])
+fleetZone = Col("Zone", ["Harbor Bridge", "Downtown", "Northgate", "Eastpark", "Riverside", "Harbor Bridge"])
+fleetStatus = Col("Status", ["On scene", "En route", "Patrolling", "Available", "On scene", "Staged"])
+secParking = SectionItem("parking", "8. Parking availability downtown", [parkingChart])
+parkingChart = PieChart(["Garage A — Union Sq", "Garage B — Market St", "Garage C — Station", "Street bays"], [320, 145, 60, 410], "donut")
+secEvents = SectionItem("events", "9. Public events this weekend", [eventsList])
+eventsList = ListBlock([event1, event2, event3])
+event1 = ListItem("City Marathon", "Sat 07:00–13:00 — Downtown loop, road closures on Central Ave", null, "View plan")
+event2 = ListItem("Riverside Food Festival", "Sat–Sun 11:00–22:00 — Riverside Park, expect +20k visitors", null, "View plan")
+event3 = ListItem("Open-air Concert", "Sun 18:00 — Old Town Square, stage setup from 14:00", null, "View plan")
+secReports = SectionItem("reports", "10. Live citizen reports", [reportsText, reportsTable])
+reportsText = TextContent("Streaming in real time — 14 new reports in the last hour.", "small")
+reportsTable = Table([repTime, repCat, repLoc, repStatus])
+repTime = Col("Time", ["14:32", "14:28", "14:21", "14:15", "14:09"])
+repCat = Col("Category", ["Pothole", "Broken streetlight", "Noise complaint", "Overflowing bin", "Graffiti"])
+repLoc = Col("Location", ["Eastpark Ln 12", "Westhill Ave", "Downtown 3rd St", "Riverside Walk", "Northgate Underpass"])
+repStatus = Col("Status", ["New", "Triaged", "New", "Assigned", "New"])
+opsSection = SectionBlock([secBacklog, secFocus, secDispatch, secAlert], true)
+secBacklog = SectionItem("backlog", "11. Service request backlog", [backlogChart, backlogText])
+backlogChart = BarChart(["Roads", "Lighting", "Sanitation", "Parks", "Water", "Signage"], [backlogOpen, backlogSla], "grouped", "Category", "Open requests")
+backlogOpen = Series("Open", [142, 96, 71, 54, 38, 22])
+backlogSla = Series("Past SLA", [31, 18, 9, 6, 4, 2])
+backlogText = TextContent("Total backlog: 423 requests, 80 past SLA. Oldest open request: 21 days (roads).", "small")
+secFocus = SectionItem("focus", "13. Focus on a district", [focusForm])
+focusForm = Form("district-focus", focusButtons, [focusField])
+focusField = FormControl("Select district", focusSelect, "The dashboard will filter all panels to this district")
+focusSelect = Select("district", [dAll, dDown, dRiver, dNorth, dHarbor, dWest, dEast], "Choose a district")
+dAll = SelectItem("all", "All districts")
+dDown = SelectItem("downtown", "Downtown")
+dRiver = SelectItem("riverside", "Riverside")
+dNorth = SelectItem("northgate", "Northgate")
+dHarbor = SelectItem("harbor", "Harbor")
+dWest = SelectItem("westhill", "Westhill")
+dEast = SelectItem("eastpark", "Eastpark")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Apply district focus", null, "primary")
+secDispatch = SectionItem("dispatch", "14. Dispatch a crew", [dispatchForm])
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispatchCrew, dispatchIncident, dispatchPriority])
+dispatchCrew = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crew1, crew2, crew3], "Available crews")
+crew1 = SelectItem("crew-a", "Crew A — Roads (4 staff, Downtown)")
+crew2 = SelectItem("crew-b", "Crew B — Utilities (3 staff, Northgate)")
+crew3 = SelectItem("crew-c", "Crew C — Parks (5 staff, Riverside)")
+dispatchIncident = FormControl("Linked incident / request", dispatchInput, "e.g. INC-2316 or SR-8841")
+dispatchInput = Input("incident_ref", "INC-")
+dispatchPriority = FormControl("Priority", priorityRadio)
+priorityRadio = RadioGroup("priority", [prioLow, prioMed, prioHigh], "medium")
+prioLow = RadioItem("Low", "Within 72 hours", "low")
+prioMed = RadioItem("Medium", "Within 24 hours", "medium")
+prioHigh = RadioItem("High", "Immediate response", "high")
+dispatchButtons = Buttons([dispatchBtn])
+dispatchBtn = Button("Dispatch crew", null, "primary")
+secAlert = SectionItem("alert", "15. Send a public alert", [alertForm])
+alertForm = Form("public-alert", alertButtons, [alertMsg, alertArea, alertChannel])
+alertMsg = FormControl("Alert message", alertText, "Keep it short and actionable")
+alertText = TextArea("message", "e.g. Road closure on Central Ave until 18:00 due to gas leak. Use North Bypass.", 3)
+alertArea = FormControl("Affected area", areaSelect)
+areaSelect = Select("area", [aCity, aDown, aRiver, aNorth, aHarbor], "Choose area")
+aCity = SelectItem("citywide", "Citywide")
+aDown = SelectItem("downtown", "Downtown")
+aRiver = SelectItem("riverside", "Riverside")
+aNorth = SelectItem("northgate", "Northgate")
+aHarbor = SelectItem("harbor", "Harbor")
+alertChannel = FormControl("Channels", channelChecks)
+channelChecks = CheckBoxGroup("channels", [chSms, chApp, chRadio])
+chSms = CheckBoxItem("SMS", "Send to registered phones in area", "sms", true)
+chApp = CheckBoxItem("App push", "Notify city app users", "push", true)
+chRadio = CheckBoxItem("Radio broadcast", "Interrupt local radio bulletins", "radio")
+alertButtons = Buttons([alertSend, alertCancel])
+alertSend = Button("Send public alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
+planningSection = SectionBlock([secRoadworks, secMaintenance], true)
+secRoadworks = SectionItem("roadworks", "16. Roadworks planned this month", [roadworksTable])
+roadworksTable = Table([rwProject, rwStreet, rwDates, rwImpact])
+rwProject = Col("Project", ["RW-101", "RW-102", "RW-103", "RW-104", "RW-105"])
+rwStreet = Col("Street", ["Central Ave (3rd–7th)", "Harbor Rd on-ramp", "Westhill Ave", "Eastpark Blvd", "Station Approach"])
+rwDates = Col("Dates", ["Jun 3–14", "Jun 7–9", "Jun 10–21", "Jun 15–18", "Jun 24–30"])
+rwImpact = Col("Impact", ["Lane closures", "Night closures", "One-way operation", "Full closure (weekend)", "Bus diversions"])
+secMaintenance = SectionItem("maintenance", "17. Infrastructure jobs due for maintenance", [maintTable])
+maintTable = Table([mAsset, mLoc, mDue, mCondition])
+mAsset = Col("Asset", ["Harbor Bridge bearings", "Pump station 7", "Tram substation B", "Water main — 5th St", "Flood barrier East"])
+mLoc = Col("Location", ["Harbor", "Riverside", "Northgate", "Downtown", "Harbor"])
+mDue = Col("Due", ["Overdue 12 days", "In 3 days", "In 6 days", "In 9 days", "In 15 days"])
+mCondition = Col("Condition", ["Poor", "Fair", "Fair", "Degraded", "Good"])
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only critical incidents")
+fu2 = FollowUpItem("Focus dashboard on the Harbor district")
+fu3 = FollowUpItem("Draft a public alert for the Central Ave gas leak")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r4.txt
new file mode 100644
index 000000000..d8e57d075
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-city__r4.txt
@@ -0,0 +1,110 @@
+root = Card([header, kpis, focusSection, liveSection, envSection, infraSection, opsSection, actionsSection])
+header = CardHeader("City Operations Center", "Live overview — Metro City | Tue 14:32 | Weather: 18°C, light rain, wind 12 km/h NW")
+kpis = TagBlock(["Congestion: 62% (Heavy)", "Transit on-time: 87%", "AQI avg: 48 Good", "Open incidents: 9", "Water today: 412 ML", "Parking downtown: 34% free", "Backlog: 1,284 requests"])
+focusSection = SectionBlock([focusItem], true)
+focusItem = SectionItem("focus", "13. District Focus Filter", [focusForm])
+focusForm = Form("district-focus", focusButtons, [focusField])
+focusField = FormControl("Select district to focus", focusSelect, "All panels filter to this district")
+focusSelect = Select("district", [d1, d2, d3, d4, d5, d6], "Choose a district")
+d1 = SelectItem("downtown", "Downtown")
+d2 = SelectItem("riverside", "Riverside")
+d3 = SelectItem("northgate", "Northgate")
+d4 = SelectItem("eastfield", "Eastfield")
+d5 = SelectItem("harbor", "Harbor District")
+d6 = SelectItem("westhill", "Westhill")
+focusButtons = Buttons([focusApply])
+focusApply = Button("Apply focus", null, "primary")
+liveSection = SectionBlock([congestItem, transitItem, incidentItem, vehicleItem, parkingItem, reportsItem], true)
+congestItem = SectionItem("congestion", "1. Congestion Right Now", [congestChart, congestNote])
+congestChart = HorizontalBarChart(["Downtown", "Harbor District", "Riverside", "Northgate", "Eastfield", "Westhill"], [congestSeries], null, "Congestion index", "District")
+congestSeries = Series("Congestion %", [82, 71, 64, 58, 47, 39])
+congestNote = TextContent("Network-wide congestion index: 62%. Worst corridor: Main St / 5th Ave, avg speed 14 km/h.", "small")
+transitItem = SectionItem("transit", "2. Transit Punctuality", [transitChart])
+transitChart = LineChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [busSeries, metroSeries, tramSeries], "natural", "Time", "On-time %")
+busSeries = Series("Bus", [91, 78, 84, 86, 83])
+metroSeries = Series("Metro", [97, 93, 95, 96, 94])
+tramSeries = Series("Tram", [89, 81, 85, 88, 87])
+incidentItem = SectionItem("incidents", "6. Open Incidents", [incidentTable])
+incidentTable = Table([incId, incLoc, incType, incSev, incAge])
+incId = Col("ID", ["INC-1042", "INC-1043", "INC-1044", "INC-1045", "INC-1046", "INC-1047"])
+incLoc = Col("Location", ["Main St & 5th Ave, Downtown", "Harbor Bridge on-ramp", "Riverside Park east gate", "Northgate Mall lot B", "Eastfield substation 4", "Westhill Rd km 3"])
+incType = Col("Type", ["Multi-vehicle collision", "Flooded roadway", "Fallen tree", "Gas smell reported", "Power outage", "Water main leak"])
+incSev = Col("Severity", ["Critical", "High", "Medium", "High", "Critical", "Medium"])
+incAge = Col("Open (min)", [12, 34, 51, 8, 66, 29], "number")
+vehicleItem = SectionItem("vehicles", "7. Emergency Vehicle Deployment", [vehicleTable])
+vehicleTable = Table([vehUnit, vehType, vehLoc, vehStatus])
+vehUnit = Col("Unit", ["ENG-3", "AMB-7", "PD-12", "ENG-9", "AMB-2", "RES-5"])
+vehType = Col("Type", ["Fire engine", "Ambulance", "Police", "Fire engine", "Ambulance", "Rescue"])
+vehLoc = Col("Deployed at", ["Main St & 5th Ave", "Harbor Bridge", "Downtown patrol", "Eastfield substation 4", "St. Mary's Hospital standby", "Westhill Rd"])
+vehStatus = Col("Status", ["On scene", "En route", "Patrolling", "On scene", "Available", "En route"])
+parkingItem = SectionItem("parking", "8. Downtown Parking Availability", [parkingChart])
+parkingChart = RadialChart(["Central Garage", "Union Square Lot", "5th Ave Structure", "Market St Lot", "On-street"], [34, 12, 51, 8, 22])
+reportsItem = SectionItem("reports", "10. Live Citizen Reports", [reportList])
+reportList = ListBlock([rep1, rep2, rep3, rep4], "number")
+rep1 = ListItem("14:29 — Broken streetlight", "Elm St & 2nd, Riverside — via mobile app")
+rep2 = ListItem("14:24 — Overflowing trash bin", "Central Market entrance, Downtown — via hotline")
+rep3 = ListItem("14:18 — Pothole, large", "Westhill Rd near school — via web portal")
+rep4 = ListItem("14:11 — Noise complaint", "Construction site, Northgate — via mobile app")
+envSection = SectionBlock([aqiItem, energyItem, waterItem], true)
+aqiItem = SectionItem("aqi", "3. Air Quality by District", [aqiChart])
+aqiChart = BarChart(["Downtown", "Harbor District", "Riverside", "Northgate", "Eastfield", "Westhill"], [aqiSeries], null, "District", "AQI")
+aqiSeries = Series("AQI (now)", [58, 64, 41, 47, 52, 33])
+energyItem = SectionItem("energy", "4. Energy Use — Past Week", [energyChart])
+energyChart = AreaChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], [energySeries], "natural", "Day", "GWh")
+energySeries = Series("City consumption", [118, 124, 131, 102, 96, 122, 109])
+waterItem = SectionItem("water", "5. Water Use Today", [waterChart, waterNote])
+waterChart = SingleStackedBarChart(["Residential", "Commercial", "Industrial", "Public facilities"], [246, 98, 45, 23])
+waterNote = TextContent("Total today: 412 ML — 4% below the Tuesday average.", "small")
+infraSection = SectionBlock([roadItem, maintItem, backlogItem, eventsItem], true)
+roadItem = SectionItem("roadworks", "16. Roadworks Planned This Month", [roadTable])
+roadTable = Table([roadProj, roadLoc, roadDates, roadImpact])
+roadProj = Col("Project", ["Resurfacing", "Utility trench", "Bridge deck repair", "Bike lane install"])
+roadLoc = Col("Location", ["Harbor Bridge approach", "Elm St, Riverside", "Northgate overpass", "Market St, Downtown"])
+roadDates = Col("Dates", ["Mar 3–9", "Mar 10–14", "Mar 17–23", "Mar 24–28"])
+roadImpact = Col("Impact", ["Lane closures", "Full closure nights", "One lane each way", "Parking removal"])
+maintItem = SectionItem("maintenance", "17. Infrastructure Jobs Due for Maintenance", [maintTable])
+maintTable = Table([mAsset, mLoc, mDue, mPriority])
+mAsset = Col("Asset", ["Pump station P-7", "Traffic signal cluster", "Water main segment W-22", "Substation feeder F-4", "Storm drain line D-11"])
+mLoc = Col("Location", ["Harbor District", "Downtown grid (12 signals)", "Westhill", "Eastfield", "Riverside"])
+mDue = Col("Due", ["Overdue 3d", "In 2 days", "In 5 days", "In 1 week", "In 9 days"])
+mPriority = Col("Priority", ["Critical", "High", "Medium", "High", "Low"])
+backlogItem = SectionItem("backlog", "11. Service Request Backlog", [backlogChart, backlogNote])
+backlogChart = BarChart(["Potholes", "Streetlights", "Sanitation", "Trees", "Noise", "Other"], [backlogSeries], null, "Category", "Open requests")
+backlogSeries = Series("Open", [312, 248, 205, 176, 143, 200])
+backlogNote = TextContent("Total backlog: 1,284 requests. Median resolution time: 6.2 days (target 5.0).", "small")
+eventsItem = SectionItem("events", "9. Public Events This Weekend", [eventList])
+eventList = ListBlock([ev1, ev2, ev3], "number")
+ev1 = ListItem("Sat 10:00 — Farmers Market", "Union Square, Downtown — est. 8,000 attendees — road closure: Market St")
+ev2 = ListItem("Sat 18:00 — Riverside Concert", "Riverside Park amphitheater — est. 15,000 — extra transit service planned")
+ev3 = ListItem("Sun 08:00 — City Half Marathon", "Start/finish Harbor Promenade — 12,000 runners — rolling closures 06:00–13:00")
+actionsSection = SectionBlock([dispatchItem, alertItem], true)
+dispatchItem = SectionItem("dispatch", "14. Dispatch a Crew", [dispatchForm])
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispCrew, dispLoc, dispNotes])
+dispCrew = FormControl("Crew", dispCrewSelect)
+dispCrewSelect = Select("crew", [crewA, crewB, crewC], "Select available crew")
+crewA = SelectItem("road-a", "Road Crew A (Downtown depot)")
+crewB = SelectItem("util-b", "Utilities Crew B (Harbor depot)")
+crewC = SelectItem("park-c", "Parks Crew C (Riverside depot)")
+dispLoc = FormControl("Location / incident", dispLocInput)
+dispLocInput = Input("location", "e.g. INC-1047 — Westhill Rd km 3")
+dispNotes = FormControl("Instructions", dispNotesArea)
+dispNotesArea = TextArea("notes", "Scope of work, equipment needed...", 3)
+dispatchButtons = Buttons([dispSubmit])
+dispSubmit = Button("Dispatch crew", null, "primary")
+alertItem = SectionItem("alert", "15. Send Public Alert", [alertForm])
+alertForm = Form("public-alert", alertButtons, [alertMsg, alertChannels, alertArea])
+alertMsg = FormControl("Alert message", alertMsgArea, "Sent to selected channels")
+alertMsgArea = TextArea("message", "e.g. Road closure on Harbor Bridge due to flooding. Use alternate routes.", 3, ["required"])
+alertArea = FormControl("Affected area", alertAreaSelect)
+alertAreaSelect = Select("area", [areaAll, areaDown, areaHarbor], "Choose area")
+areaAll = SelectItem("citywide", "Citywide")
+areaDown = SelectItem("downtown", "Downtown only")
+areaHarbor = SelectItem("harbor", "Harbor District only")
+alertChannels = FormControl("Channels", alertChannelChecks)
+alertChannelChecks = CheckBoxGroup("channels", [chSms, chApp, chRadio])
+chSms = CheckBoxItem("SMS", "Emergency text to subscribers", "sms", true)
+chApp = CheckBoxItem("App push", "City app notification", "app", true)
+chRadio = CheckBoxItem("Radio & signage", "Local radio + road signs", "radio")
+alertButtons = Buttons([alertSend, alertCancel])
+alertSend = Button("Send alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..c16456d22
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r1.txt
@@ -0,0 +1,108 @@
+root = Card([header, alert, summary, kpiChart, sections, focusSection, forms, actions])
+header = CardHeader("Emergency Response Coordination Center", "Region 7 — Flood Response — Updated 14:32")
+alert = Alert("Zone Delta critical", "Water levels rising — evacuation of Delta North in progress", "destructive")
+summary = Card([summaryHeader, severityChart, statTable], "sunk", "column", "m")
+summaryHeader = CardHeader("1–2. Active Incidents & Severity Summary", "Incidents by zone with severity")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [3, 5, 7, 4], "donut")
+statTable = Table([zoneCol, incCol, sevCol])
+zoneCol = Col("Zone", ["Alpha", "Bravo", "Charlie", "Delta", "Echo"])
+incCol = Col("Active Incidents", [4, 3, 2, 6, 4])
+sevCol = Col("Highest Severity", ["High", "Moderate", "Low", "Critical", "High"])
+sections = SectionBlock([secResources, secShelters, secRoutes, secWeather, secCasualties, secVolunteers, secDonations, secAid, secComms, secRoads, secHospitals, secTasks], true)
+secResources = SectionItem("resources", "3. Resources Available", [resTable])
+resTable = Table([resType, resAvail, resTotal])
+resType = Col("Resource", ["Rescue Vehicles", "Ambulances", "Personnel", "Food Packs", "Water (liters)", "Medical Kits"])
+resAvail = Col("Available", [18, 9, 142, 3200, 12000, 480])
+resTotal = Col("Total", [25, 12, 200, 5000, 20000, 600])
+secShelters = SectionItem("shelters", "4. Shelters", [shelTable])
+shelTable = Table([shName, shCap, shOcc])
+shName = Col("Shelter", ["Central High School", "Riverside Gym", "Community Hall East", "St. Mary's Church"])
+shCap = Col("Capacity", [400, 250, 180, 120])
+shOcc = Col("Occupancy", [312, 198, 145, 96])
+secRoutes = SectionItem("routes", "5. Evacuation Routes", [routeTable])
+routeTable = Table([rtName, rtStatus])
+rtName = Col("Route", ["Route A — North Hwy", "Route B — River Rd", "Route C — Hill Pass", "Route D — Bridge East"])
+rtStatus = Col("Status", ["Open", "Congested", "Open", "Closed — flooded"])
+secWeather = SectionItem("weather", "6. Weather Forecast — Next 48h", [wxChart])
+wxChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [wxTemp, wxRain], "natural", "Time", "°C / mm")
+wxTemp = Series("Temp °C", [22, 20, 18, 17, 19, 21, 22, 20, 18])
+wxRain = Series("Rainfall mm", [12, 18, 25, 20, 10, 6, 4, 8, 14])
+secCasualties = SectionItem("casualties", "7. Rescued & Casualties", [casTable])
+casTable = Table([casMetric, casCount])
+casMetric = Col("Metric", ["People Rescued", "Injured", "Fatalities", "Missing"])
+casCount = Col("Count", [487, 63, 4, 11])
+secVolunteers = SectionItem("volunteers", "8. Volunteers on Duty", [volTable])
+volTable = Table([volName, volAssign])
+volName = Col("Volunteer", ["M. Torres", "J. Kim", "A. Patel", "S. Novak", "L. Grant", "R. Diaz"])
+volAssign = Col("Assignment", ["Shelter intake — Central HS", "Supply distribution — Zone Bravo", "Boat rescue — Delta", "Medical triage — Riverside", "Comms relay — HQ", "Route B traffic control"])
+secDonations = SectionItem("donations", "9. Donations Received", [donChart])
+donChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri"], [donSeries], "grouped", "Day", "USD")
+donSeries = Series("Donations", [12400, 18900, 26100, 31200, 44800])
+secAid = SectionItem("aid", "10. Aid Requests Awaiting Action", [aidTable])
+aidTable = Table([aidId, aidZone, aidNeed, aidWait])
+aidId = Col("Request #", ["REQ-1042", "REQ-1043", "REQ-1044", "REQ-1045", "REQ-1046"])
+aidZone = Col("Zone", ["Delta", "Alpha", "Delta", "Echo", "Bravo"])
+aidNeed = Col("Need", ["Boat + crew", "Insulin supply", "Water — 500L", "Blankets x200", "Generator"])
+aidWait = Col("Waiting", ["2h 10m", "45m", "1h 30m", "3h 05m", "55m"])
+secComms = SectionItem("comms", "11. Communication Channels", [commTable])
+commTable = Table([commName, commUp])
+commName = Col("Channel", ["VHF Radio Net", "Cell Network", "Satellite Link", "Mesh Network", "Public Broadcast FM"])
+commUp = Col("Status", ["Up", "Degraded", "Up", "Up", "Down"])
+secRoads = SectionItem("roads", "12. Roads Closed", [roadList])
+roadList = ListBlock([road1, road2, road3])
+road1 = ListItem("Bridge East (Route D)", "Flooded — closed since 09:15")
+road2 = ListItem("River Rd South segment", "Landslide risk — closed since 11:40")
+road3 = ListItem("Old Mill Underpass", "Submerged — closed since 06:20")
+secHospitals = SectionItem("hospitals", "13. Nearby Hospitals", [hospTable])
+hospTable = Table([hospName, hospBeds])
+hospName = Col("Hospital", ["Regional General", "St. Luke's", "Northgate Clinic", "County Memorial"])
+hospBeds = Col("Free Beds", [14, 6, 3, 22])
+secTasks = SectionItem("tasks", "14. Open Tasks", [taskTable])
+taskTable = Table([taskName, taskAssignee])
+taskName = Col("Task", ["Deploy boat team to Delta North", "Restock Riverside shelter water", "Repair FM broadcast tower", "Assess Bridge East structural safety", "Coordinate fuel delivery"])
+taskAssignee = Col("Assignee", ["Cmdr. Reyes", "J. Kim", "S. Novak", "Eng. Brooks", "Logistics — R. Diaz"])
+focusSection = Card([focusHeader, focusSelect], "sunk", "column", "s")
+focusHeader = CardHeader("17. Focus on a Zone", "Filter the dashboard to one zone")
+focusSelect = Select("focus_zone", [fzAll, fzAlpha, fzBravo, fzCharlie, fzDelta, fzEcho], "Select zone")
+fzAll = SelectItem("all", "All zones")
+fzAlpha = SelectItem("alpha", "Zone Alpha")
+fzBravo = SelectItem("bravo", "Zone Bravo")
+fzCharlie = SelectItem("charlie", "Zone Charlie")
+fzDelta = SelectItem("delta", "Zone Delta")
+fzEcho = SelectItem("echo", "Zone Echo")
+forms = Card([formHeader, resForm, bcastForm, sitrepForm], "card", "column", "l")
+formHeader = CardHeader("Operations", "Request resources, broadcast updates, file reports")
+resForm = Form("resource-request", resFormBtns, [resTypeField, resQtyField])
+resTypeField = FormControl("15. Resource type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtBoat, rtAmb, rtFood, rtWater, rtMed, rtPers], "Select type")
+rtBoat = SelectItem("boat", "Rescue boat")
+rtAmb = SelectItem("ambulance", "Ambulance")
+rtFood = SelectItem("food", "Food packs")
+rtWater = SelectItem("water", "Water (liters)")
+rtMed = SelectItem("medical", "Medical kits")
+rtPers = SelectItem("personnel", "Personnel")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 10", "number")
+resFormBtns = Buttons([resSubmit])
+resSubmit = Button("Request Resources", null, "primary")
+bcastForm = Form("broadcast", bcastBtns, [bcastField])
+bcastField = FormControl("16. Broadcast message", bcastInput, "Sent to all field teams and channels")
+bcastInput = TextArea("message", "Type update to broadcast...", 3)
+bcastBtns = Buttons([bcastSubmit])
+bcastSubmit = Button("Broadcast Update", null, "primary")
+sitrepForm = Form("sitrep", sitrepBtns, [sitrepZoneField, sitrepField])
+sitrepZoneField = FormControl("18. Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [srAlpha, srBravo, srCharlie, srDelta, srEcho], "Select zone")
+srAlpha = SelectItem("alpha", "Zone Alpha")
+srBravo = SelectItem("bravo", "Zone Bravo")
+srCharlie = SelectItem("charlie", "Zone Charlie")
+srDelta = SelectItem("delta", "Zone Delta")
+srEcho = SelectItem("echo", "Zone Echo")
+sitrepField = FormControl("Situation report", sitrepInput)
+sitrepInput = TextArea("sitrep", "Describe current conditions, needs, and actions taken...", 4)
+sitrepBtns = Buttons([sitrepSubmit])
+sitrepSubmit = Button("File Situation Report", null, "primary")
+actions = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only critical incidents in Zone Delta")
+fu2 = FollowUpItem("Draft a broadcast about the Route D closure")
+fu3 = FollowUpItem("Summarize shelter capacity shortfalls")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..c465df0a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r2.txt
@@ -0,0 +1,117 @@
+root = Card([header, alert, zoneTabs, severityChart, resourcesTable, sheltersTable, routesTable, weatherChart, outcomeCards, volunteersTable, donationsChart, aidRequests, commsTable, roadsList, hospitalsTable, tasksTable, actions, followups])
+header = CardHeader("Emergency Response Coordination Center", "Region 4 Flood Response — Live Operations Dashboard")
+alert = Alert("Level 3 Emergency Active", "River levels continue rising in Zone C. Evacuation orders remain in effect.", "destructive")
+zoneTabs = Tabs([zoneA, zoneB, zoneC, zoneD])
+zoneA = TabItem("zoneA", "Zone A", [zoneAContent])
+zoneAContent = Table([zaInc, zaSev, zaUnits])
+zaInc = Col("Incident", ["Bridge collapse — Elm St", "Flooded homes — Riverside Dr", "Power outage — North grid"])
+zaSev = Col("Severity", ["High", "Medium", "Medium"])
+zaUnits = Col("Units Assigned", ["Engineering Team 2", "Rescue Boat 3", "Utility Crew 1"])
+zoneB = TabItem("zoneB", "Zone B", [zoneBContent])
+zoneBContent = Table([zbInc, zbSev, zbUnits])
+zbInc = Col("Incident", ["Gas leak — Market Sq", "Stranded motorists — Hwy 9"])
+zbSev = Col("Severity", ["Critical", "Low"])
+zbUnits = Col("Units Assigned", ["HazMat Unit 1", "Tow & Rescue 5"])
+zoneC = TabItem("zoneC", "Zone C", [zoneCContent])
+zoneCContent = Table([zcInc, zcSev, zcUnits])
+zcInc = Col("Incident", ["Levee breach — South Bank", "Mass evacuation — Old Town", "Missing persons report", "Hospital flooding"])
+zcSev = Col("Severity", ["Critical", "Critical", "High", "High"])
+zcUnits = Col("Units Assigned", ["Army Corps Team", "All Zone C units", "Search Team K9", "Medical Evac 2"])
+zoneD = TabItem("zoneD", "Zone D", [zoneDContent])
+zoneDContent = Table([zdInc, zdSev, zdUnits])
+zdInc = Col("Incident", ["Landslide risk — Hill Rd", "Water contamination"])
+zdSev = Col("Severity", ["Medium", "High"])
+zdUnits = Col("Units Assigned", ["Geo Assessment 1", "Water Quality Team"])
+severityChart = PieChart(["Critical", "High", "Medium", "Low"], [3, 4, 3, 1], "donut")
+resourcesTable = Table([resType, resAvail, resDeployed, resTotal])
+resType = Col("Resource", ["Rescue Boats", "Ambulances", "Fire Trucks", "Helicopters", "Personnel", "Water (pallets)", "Food (meal kits)", "Blankets"])
+resAvail = Col("Available", [12, 8, 6, 2, 145, 40, 5200, 3100])
+resDeployed = Col("Deployed", [18, 14, 10, 3, 320, 25, 8600, 5400])
+resTotal = Col("Total", [30, 22, 16, 5, 465, 65, 13800, 8500])
+sheltersTable = Table([shName, shCap, shOcc, shStatus])
+shName = Col("Shelter", ["Central High School", "Community Center East", "St. Mary's Hall", "Sports Arena", "Fairgrounds Pavilion"])
+shCap = Col("Capacity", [400, 250, 150, 800, 300])
+shOcc = Col("Occupancy", [385, 210, 150, 620, 145])
+shStatus = Col("Status", ["Near Full", "Open", "FULL", "Open", "Open"])
+routesTable = Table([rtName, rtStatus, rtNote])
+rtName = Col("Evacuation Route", ["Route 1 — North Hwy", "Route 2 — River Rd", "Route 3 — East Bypass", "Route 4 — Hill Rd"])
+rtStatus = Col("Status", ["Open", "CLOSED", "Open — Delays", "Restricted"])
+rtNote = Col("Notes", ["Clear, monitored", "Flooded at mile 12", "Heavy traffic, escort advised", "Emergency vehicles only"])
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [tempSeries, rainSeries], "natural", "Time", "Value")
+tempSeries = Series("Temp (°C)", [18, 16, 14, 13, 15, 17, 19, 18, 16])
+rainSeries = Series("Rain (mm/h)", [12, 18, 25, 22, 10, 4, 2, 0, 0])
+outcomeCards = Table([ocLabel, ocValue])
+ocLabel = Col("Outcome", ["People Rescued", "Casualties — Fatal", "Casualties — Injured", "Missing"])
+ocValue = Col("Count", [1247, 9, 63, 14])
+volunteersTable = Table([volName, volAssign, volShift])
+volName = Col("Volunteer", ["M. Alvarez", "J. Chen", "S. Okafor", "L. Novak", "R. Patel", "T. Nguyen"])
+volAssign = Col("Assignment", ["Shelter intake — Arena", "Supply distribution — Zone A", "Medical triage support", "Comms relay operator", "Boat crew assistant — Zone C", "Donations sorting"])
+volShift = Col("Shift", ["06:00–14:00", "06:00–14:00", "14:00–22:00", "22:00–06:00", "06:00–14:00", "14:00–22:00"])
+donationsChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri"], [cashSeries, goodsSeries], "stacked", "Day", "Units")
+cashSeries = Series("Cash ($k)", [12, 28, 45, 61, 84])
+goodsSeries = Series("Goods (crates)", [30, 55, 90, 120, 175])
+aidRequests = ListBlock([aid1, aid2, aid3, aid4])
+aid1 = ListItem("Insulin needed — St. Mary's Hall", "Requested 40 min ago — Priority: HIGH", null, "Dispatch")
+aid2 = ListItem("Baby formula — Central High School", "Requested 1.2 h ago — Priority: Medium", null, "Dispatch")
+aid3 = ListItem("Generator fuel — Zone C clinic", "Requested 2 h ago — Priority: HIGH", null, "Dispatch")
+aid4 = ListItem("Blankets x200 — Fairgrounds", "Requested 3 h ago — Priority: Low", null, "Dispatch")
+commsTable = Table([cmChan, cmStatus])
+cmChan = Col("Channel", ["Radio Net 1 (Command)", "Radio Net 2 (Field)", "Cell Network", "Satellite Link", "Public Broadcast (AM 740)", "Internet / Data"])
+cmStatus = Col("Status", ["UP", "UP", "DEGRADED", "UP", "UP", "DOWN — Zone C"])
+roadsList = ListBlock([road1, road2, road3])
+road1 = ListItem("River Rd — mile 9 to 15", "Flooded, closed since 04:30")
+road2 = ListItem("Elm St Bridge", "Structural failure, indefinite closure")
+road3 = ListItem("Hwy 9 southbound — Exit 22", "Debris clearance in progress")
+hospitalsTable = Table([hName, hBeds, hIcu, hDist])
+hName = Col("Hospital", ["Regional Medical Center", "St. Luke's", "County General", "Veterans Hospital"])
+hBeds = Col("Free Beds", [24, 8, 41, 15])
+hIcu = Col("Free ICU", [3, 0, 6, 2])
+hDist = Col("Distance", ["4 km", "11 km", "18 km", "9 km"])
+tasksTable = Table([tkTask, tkAssignee, tkDue])
+tkTask = Col("Open Task", ["Reinforce levee sandbags", "Recon drone flight — Zone C", "Restock Arena shelter water", "Repair Cell Tower 7", "Update public evacuation map"])
+tkAssignee = Col("Assignee", ["Army Corps Team", "Drone Unit 1", "Logistics — J. Chen", "Utility Crew 2", "Comms — L. Novak"])
+tkDue = Col("Due", ["2 h", "1 h", "4 h", "6 h", "3 h"])
+actions = Card([reqForm, bcastForm, focusForm, sitrepForm], "sunk", "row", "l", "start", "start", true)
+reqForm = Form("request-resources", reqButtons, [reqTypeField, reqQtyField])
+reqTypeField = FormControl("Resource type", reqTypeSelect)
+reqTypeSelect = Select("resource_type", [rtBoat, rtAmb, rtPers, rtWater, rtFood], "Select resource")
+rtBoat = SelectItem("boats", "Rescue boats")
+rtAmb = SelectItem("ambulances", "Ambulances")
+rtPers = SelectItem("personnel", "Personnel")
+rtWater = SelectItem("water", "Water pallets")
+rtFood = SelectItem("food", "Meal kits")
+reqQtyField = FormControl("Quantity", reqQtyInput)
+reqQtyInput = Input("quantity", "e.g. 5", "number")
+reqButtons = Buttons([reqSubmit])
+reqSubmit = Button("Request Resources", null, "primary")
+bcastForm = Form("broadcast-update", bcastButtons, [bcastMsgField])
+bcastMsgField = FormControl("Broadcast message", bcastMsgInput, "Sent to all channels that are UP")
+bcastMsgInput = TextArea("message", "Type the update to broadcast...", 3)
+bcastButtons = Buttons([bcastSubmit])
+bcastSubmit = Button("Broadcast Update", null, "primary")
+focusForm = Form("focus-zone", focusButtons, [focusZoneField])
+focusZoneField = FormControl("Focus zone", focusZoneSelect, "Filters the dashboard to one zone")
+focusZoneSelect = Select("zone", [fzA, fzB, fzC, fzD], "Choose a zone")
+fzA = SelectItem("A", "Zone A")
+fzB = SelectItem("B", "Zone B")
+fzC = SelectItem("C", "Zone C")
+fzD = SelectItem("D", "Zone D")
+focusButtons = Buttons([focusSubmit])
+focusSubmit = Button("Focus Zone", null, "secondary")
+sitrepForm = Form("situation-report", sitrepButtons, [srZoneField, srSummaryField, srTimeField])
+srZoneField = FormControl("Zone", srZoneSelect)
+srZoneSelect = Select("sitrep_zone", [srA, srB, srC, srD], "Zone")
+srA = SelectItem("A", "Zone A")
+srB = SelectItem("B", "Zone B")
+srC = SelectItem("C", "Zone C")
+srD = SelectItem("D", "Zone D")
+srSummaryField = FormControl("Situation summary", srSummaryInput)
+srSummaryInput = TextArea("summary", "Describe current conditions, needs, and actions taken...", 4)
+srTimeField = FormControl("Observation time", srTimeInput)
+srTimeInput = Input("obs_time", "e.g. 14:30", "text")
+sitrepButtons = Buttons([srSubmit])
+srSubmit = Button("File Situation Report", null, "primary")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only critical incidents across all zones")
+fu2 = FollowUpItem("Draft an evacuation order for Zone C")
+fu3 = FollowUpItem("Summarize resource gaps for the next 12 hours")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..cbd74016b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r3.txt
@@ -0,0 +1,101 @@
+root = Card([header, alertBanner, tabs], "card", "column", "m")
+header = CardHeader("Emergency Response Coordination Center", "Regional Disaster Operations — Live Dashboard")
+alertBanner = Alert("Red Alert Active", "Category 4 storm impact ongoing. All units on highest readiness.", "destructive")
+tabs = Tabs([tabOverview, tabIncidents, tabResources, tabOps, tabActions])
+tabOverview = TabItem("overview", "Overview", [sevSummary, rescueStats, weatherChart, donationsChart])
+sevSummary = PieChart(["Critical", "High", "Moderate", "Low"], [4, 6, 5, 3], "donut")
+rescueStats = Table([rsMetric, rsValue])
+rsMetric = Col("Metric", ["People Rescued", "Casualties (Confirmed)", "Missing Persons", "Injuries Treated"])
+rsValue = Col("Count", [1247, 38, 52, 610], "number")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [tempSeries, rainSeries, windSeries], "natural", "Time", "Value")
+tempSeries = Series("Temp (°C)", [24, 22, 20, 19, 21, 23, 25, 26, 27])
+rainSeries = Series("Rainfall (mm)", [45, 60, 80, 55, 30, 15, 8, 4, 2])
+windSeries = Series("Wind (km/h)", [85, 95, 110, 90, 70, 50, 35, 25, 20])
+donationsChart = BarChart(["Cash ($k)", "Food (tons)", "Water (kL)", "Blankets", "Med Kits"], [donSeries], "grouped", "Category", "Received")
+donSeries = Series("Donations Received", [520, 34, 120, 8500, 2300])
+tabIncidents = TabItem("incidents", "Incidents & Zones", [incidentTable, routeTable, roadTable, shelterTable, hospitalTable])
+incidentTable = Table([incZone, incType, incSev, incStatus])
+incZone = Col("Zone", ["North Ridge", "Harbor District", "East Valley", "Downtown Core", "West Hills", "River Bend"])
+incType = Col("Incident", ["Building collapse", "Flooding", "Landslide", "Fire", "Power outage", "Bridge damage"])
+incSev = Col("Severity", ["Critical", "Critical", "High", "High", "Moderate", "High"])
+incStatus = Col("Status", ["Rescue ongoing", "Evacuating", "Contained", "Active", "Repair crews deployed", "Closed to traffic"])
+routeTable = Table([rtName, rtStatus, rtNote])
+rtName = Col("Evacuation Route", ["Route A — North Hwy", "Route B — Coastal Rd", "Route C — Valley Pass", "Route D — River Crossing"])
+rtStatus = Col("Status", ["Open", "Congested", "Open", "Blocked"])
+rtNote = Col("Notes", ["Clear, 2 lanes", "Heavy traffic, est. 90 min delay", "Clear", "Debris — clearing crew en route"])
+roadTable = Table([rdName, rdReason])
+rdName = Col("Closed Road", ["Coastal Rd (km 12–18)", "Old Bridge St", "Canyon Dr", "Lakeside Ave"])
+rdReason = Col("Reason", ["Flooding", "Structural damage", "Landslide debris", "Fallen power lines"])
+shelterTable = Table([shName, shCap, shOcc])
+shName = Col("Shelter", ["Central High School", "Community Hall East", "St. Mary's Church", "Sports Arena", "North Library"])
+shCap = Col("Capacity", [500, 300, 150, 1200, 200], "number")
+shOcc = Col("Occupancy", [480, 265, 150, 890, 120], "number")
+hospitalTable = Table([hName, hBeds, hDist])
+hName = Col("Hospital", ["General Hospital", "St. Luke's Medical", "Riverside Clinic", "University Medical Center"])
+hBeds = Col("Free Beds", [12, 7, 3, 25], "number")
+hDist = Col("Distance (km)", [4, 8, 6, 11], "number")
+tabResources = TabItem("resources", "Resources & People", [resourceChart, volunteerTable, commsTable, taskTable, aidTable])
+resourceChart = HorizontalBarChart(["Ambulances", "Fire Trucks", "Rescue Boats", "Personnel On Duty", "Food Packs", "Water (kL)", "Generators"], [resAvail, resDeployed], "grouped", "Resource", "Count")
+resAvail = Series("Available", [18, 9, 12, 340, 4200, 85, 22])
+resDeployed = Series("Deployed", [26, 14, 8, 410, 1800, 40, 15])
+volunteerTable = Table([volName, volAssign, volZone])
+volName = Col("Volunteer", ["A. Ramos", "B. Chen", "C. Okafor", "D. Silva", "E. Novak", "F. Tanaka"])
+volAssign = Col("Assignment", ["Medical triage", "Supply distribution", "Search & rescue", "Shelter management", "Communications", "Transport logistics"])
+volZone = Col("Zone", ["Downtown Core", "East Valley", "North Ridge", "Harbor District", "HQ", "West Hills"])
+commsTable = Table([cmChan, cmStatus])
+cmChan = Col("Channel", ["VHF Radio Net 1", "VHF Radio Net 2", "Satellite Uplink", "Cell Network", "Public Broadcast FM", "Mesh Network"])
+cmStatus = Col("Status", ["Up", "Up", "Up", "Degraded", "Up", "Down"])
+taskTable = Table([tkTask, tkAssignee, tkPriority])
+tkTask = Col("Open Task", ["Clear debris on Route D", "Restock Shelter 3 water", "Repair generator at Arena", "Assess North Ridge buildings", "Set up field clinic"])
+tkAssignee = Col("Assignee", ["Crew 7", "B. Chen", "Eng. Team 2", "S&R Unit Alpha", "Dr. Patel"])
+tkPriority = Col("Priority", ["Critical", "High", "High", "Critical", "Moderate"])
+aidTable = Table([arReq, arFrom, arUrgency])
+arReq = Col("Aid Request", ["Insulin supply", "Baby formula", "Wheelchair access transport", "Pet sheltering", "Oxygen tanks"])
+arFrom = Col("From", ["East Valley shelter", "Community Hall East", "Downtown Core", "North Library", "Riverside Clinic"])
+arUrgency = Col("Urgency", ["Critical", "High", "Moderate", "Low", "Critical"])
+tabActions = TabItem("actions", "Actions", [resForm, bcForm, zoneForm, sitrepForm])
+resForm = Form("resource-request", resButtons, [resTypeField, resQtyField, resZoneField])
+resTypeField = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("res_type", [rtAmb, rtFood, rtWater, rtPers, rtGen], "Select resource")
+rtAmb = SelectItem("ambulance", "Ambulance")
+rtFood = SelectItem("food", "Food Packs")
+rtWater = SelectItem("water", "Water")
+rtPers = SelectItem("personnel", "Personnel")
+rtGen = SelectItem("generator", "Generator")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("res_qty", "e.g. 10", "number")
+resZoneField = FormControl("Destination Zone", resZoneInput)
+resZoneInput = Input("res_zone", "e.g. Harbor District")
+resButtons = Buttons([resSubmit])
+resSubmit = Button("Submit Resource Request", null, "primary")
+bcForm = Form("broadcast", bcButtons, [bcMsgField, bcChField])
+bcMsgField = FormControl("Message", bcMsgInput)
+bcMsgInput = TextArea("bc_msg", "Type the broadcast update...", 4)
+bcChField = FormControl("Channel", bcChSelect)
+bcChSelect = Select("bc_chan", [bcAll, bcRadio, bcFM], "Select channel")
+bcAll = SelectItem("all", "All Channels")
+bcRadio = SelectItem("radio", "VHF Radio Nets")
+bcFM = SelectItem("fm", "Public Broadcast FM")
+bcButtons = Buttons([bcSubmit])
+bcSubmit = Button("Broadcast Update", null, "primary")
+zoneForm = Form("zone-focus", zoneButtons, [zoneField])
+zoneField = FormControl("Focus Zone", zoneSelect, "Filter dashboard to a single zone")
+zoneSelect = Select("zone", [zAll, zNorth, zHarbor, zEast, zDown, zWest, zRiver], "Select zone")
+zAll = SelectItem("all", "All Zones")
+zNorth = SelectItem("north", "North Ridge")
+zHarbor = SelectItem("harbor", "Harbor District")
+zEast = SelectItem("east", "East Valley")
+zDown = SelectItem("downtown", "Downtown Core")
+zWest = SelectItem("west", "West Hills")
+zRiver = SelectItem("river", "River Bend")
+zoneButtons = Buttons([zoneSubmit])
+zoneSubmit = Button("Focus Zone", null, "secondary")
+sitrepForm = Form("sitrep", sitrepButtons, [srZoneField, srSummaryField, srCasField])
+srZoneField = FormControl("Zone", srZoneInput)
+srZoneInput = Input("sr_zone", "Zone name")
+srSummaryField = FormControl("Situation Summary", srSummaryInput)
+srSummaryInput = TextArea("sr_summary", "Describe current situation, needs, and developments...", 5)
+srCasField = FormControl("New Casualties / Rescues", srCasInput, "Optional — numbers only")
+srCasInput = Input("sr_cas", "e.g. 2 casualties, 15 rescued")
+sitrepButtons = Buttons([srSubmit])
+srSubmit = Button("File Situation Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..507148ed9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-disaster__r4.txt
@@ -0,0 +1,118 @@
+root = Card([header, alertBanner, zoneTabs, severitySummary, resourcesTable, sheltersTable, routesTable, weatherChart, casualtyChart, volunteersTable, donationsTable, aidRequestsTable, commsTable, roadsTable, hospitalsTable, tasksTable, resourceForm, broadcastForm, sitrepForm])
+header = CardHeader("Emergency Response Coordination Center", "Regional incident command — live operational picture")
+alertBanner = Alert("Level 3 Emergency Active", "Flooding across Zones A and B. Evacuations underway. All units report in every 30 minutes.", "destructive")
+zoneTabs = Tabs([zoneA, zoneB, zoneC, zoneD])
+zoneA = TabItem("zone-a", "Zone A", [zoneAContent])
+zoneAContent = Table([zaName, zaSev, zaInc])
+zaName = Col("Incident", ["Riverbank flooding", "Bridge structural risk", "Power substation failure"])
+zaSev = Col("Severity", ["Critical", "High", "Medium"])
+zaInc = Col("Units Assigned", [6, 3, 2])
+zoneB = TabItem("zone-b", "Zone B", [zoneBContent])
+zoneBContent = Table([zbName, zbSev, zbInc])
+zbName = Col("Incident", ["Residential flooding", "Gas leak", "Road washout"])
+zbSev = Col("Severity", ["Critical", "High", "High"])
+zbInc = Col("Units Assigned", [5, 2, 2])
+zoneC = TabItem("zone-c", "Zone C", [zoneCContent])
+zoneCContent = Table([zcName, zcSev, zcInc])
+zcName = Col("Incident", ["Landslide watch", "Water contamination"])
+zcSev = Col("Severity", ["Medium", "Low"])
+zcInc = Col("Units Assigned", [2, 1])
+zoneD = TabItem("zone-d", "Zone D", [zoneDContent])
+zoneDContent = Table([zdName, zdSev, zdInc])
+zdName = Col("Incident", ["Storm damage cleanup", "Fallen power lines"])
+zdSev = Col("Severity", ["Low", "Medium"])
+zdInc = Col("Units Assigned", [1, 1])
+severitySummary = PieChart(["Critical", "High", "Medium", "Low"], [2, 3, 3, 3], "donut")
+resourcesTable = Table([resType, resAvail, resDeployed, resTotal])
+resType = Col("Resource", ["Rescue vehicles", "Ambulances", "Boats", "Personnel", "Medics", "Food packs", "Water (liters)", "Blankets", "Tents"])
+resAvail = Col("Available", [12, 6, 8, 145, 32, 4200, 18000, 3500, 220])
+resDeployed = Col("Deployed", [18, 9, 5, 210, 48, 2600, 9500, 1800, 140])
+resTotal = Col("Total", [30, 15, 13, 355, 80, 6800, 27500, 5300, 360])
+sheltersTable = Table([shName, shCap, shOcc, shStatus])
+shName = Col("Shelter", ["Central High School", "Riverside Community Hall", "St. Mary's Church", "East Sports Arena", "North Library Annex"])
+shCap = Col("Capacity", [500, 300, 200, 800, 150])
+shOcc = Col("Occupancy", [412, 298, 156, 530, 88])
+shStatus = Col("Status", ["Open", "Near full", "Open", "Open", "Open"])
+routesTable = Table([rtName, rtStatus, rtNote])
+rtName = Col("Evacuation Route", ["Route 1 — North Highway", "Route 2 — River Road", "Route 3 — Hill Pass", "Route 4 — East Bypass"])
+rtStatus = Col("Status", ["Open", "Closed", "Open — escorted only", "Congested"])
+rtNote = Col("Notes", ["Clear, two lanes", "Underwater at km 12", "Convoys every 20 min", "45 min delay"])
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries, tempSeries], "natural", "Time", "mm / °C")
+rainSeries = Series("Rainfall (mm)", [12, 18, 25, 30, 22, 14, 8, 4, 2])
+tempSeries = Series("Temperature (°C)", [14, 13, 12, 11, 12, 14, 15, 16, 16])
+casualtyChart = BarChart(["Zone A", "Zone B", "Zone C", "Zone D"], [rescuedSeries, injuredSeries, deceasedSeries], "grouped", "Zone", "People")
+rescuedSeries = Series("Rescued", [184, 236, 42, 18])
+injuredSeries = Series("Injured", [23, 41, 6, 2])
+deceasedSeries = Series("Deceased", [2, 5, 0, 0])
+volunteersTable = Table([volName, volAssign, volShift])
+volName = Col("Volunteer", ["A. Reyes", "B. Okafor", "C. Lindqvist", "D. Patel", "E. Moreau", "F. Tanaka"])
+volAssign = Col("Assignment", ["Shelter intake — Central HS", "Boat rescue team 2", "Medical triage", "Supply distribution", "Comms desk", "Route 3 escort"])
+volShift = Col("Shift", ["06:00–18:00", "On call", "08:00–20:00", "06:00–14:00", "24h rotation", "12:00–00:00"])
+donationsTable = Table([donSource, donItem, donAmount])
+donSource = Col("Donor", ["Red Cross", "Local businesses", "Community fund", "Neighboring county", "Online campaign"])
+donItem = Col("Type", ["Cash", "Food & water", "Cash", "Equipment", "Cash"])
+donAmount = Col("Amount", ["$120,000", "3,200 packs", "$48,500", "12 generators", "$76,300"])
+aidRequestsTable = Table([aidId, aidZone, aidNeed, aidUrgency])
+aidId = Col("Request #", ["R-1042", "R-1043", "R-1044", "R-1045", "R-1046"])
+aidZone = Col("Zone", ["B", "A", "B", "C", "A"])
+aidNeed = Col("Need", ["Boat evacuation — 12 people", "Medical supplies", "Water rescue — family of 5", "Sandbags", "Generator for shelter"])
+aidUrgency = Col("Urgency", ["Critical", "High", "Critical", "Medium", "High"])
+commsTable = Table([comChan, comStatus])
+comChan = Col("Channel", ["Radio Net 1 (Command)", "Radio Net 2 (Field)", "Cell network", "Satellite uplink", "Public broadcast FM", "Internet/mesh"])
+comStatus = Col("Status", ["Up", "Up", "Degraded", "Up", "Up", "Down"])
+roadsTable = Table([rdName, rdReason])
+rdName = Col("Closed Road", ["River Road km 8–15", "Old Mill Bridge", "Cedar St underpass", "Route 9 southbound"])
+rdReason = Col("Reason", ["Flooding", "Structural damage", "Flooding", "Landslide debris"])
+hospitalsTable = Table([hospName, hospBeds, hospDist])
+hospName = Col("Hospital", ["Regional General", "St. Luke's Medical", "County Memorial", "Veterans Hospital"])
+hospBeds = Col("Free Beds", [14, 7, 22, 4])
+hospDist = Col("Distance (km)", [6, 11, 18, 9])
+tasksTable = Table([taskDesc, taskAssignee, taskDue])
+taskDesc = Col("Task", ["Reinforce levee at km 4", "Restock Central HS shelter", "Assess Old Mill Bridge", "Set up field clinic Zone B", "Clear Route 9 debris"])
+taskAssignee = Col("Assignee", ["Engineering Unit 1", "Logistics — D. Patel", "Inspection Team 2", "Medic Team 3", "Public Works Crew 5"])
+taskDue = Col("Due", ["14:00", "16:00", "18:00", "15:30", "Tomorrow 08:00"])
+resourceForm = Form("resource-request", resFormButtons, [resTypeField, resQtyField, resZoneField])
+resTypeField = FormControl("Resource type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtVeh, rtPers, rtSup, rtMed, rtBoat], "Select resource")
+rtVeh = SelectItem("vehicles", "Vehicles")
+rtPers = SelectItem("personnel", "Personnel")
+rtSup = SelectItem("supplies", "Supplies")
+rtMed = SelectItem("medical", "Medical teams")
+rtBoat = SelectItem("boats", "Boats")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 10", "number")
+resZoneField = FormControl("Destination zone", resZoneSelect)
+resZoneSelect = Select("zone", [rzA, rzB, rzC, rzD], "Select zone")
+rzA = SelectItem("A", "Zone A")
+rzB = SelectItem("B", "Zone B")
+rzC = SelectItem("C", "Zone C")
+rzD = SelectItem("D", "Zone D")
+resFormButtons = Buttons([resSubmit])
+resSubmit = Button("Request Resources", null, "primary")
+broadcastForm = Form("broadcast-update", bcButtons, [bcMsgField, bcChanField])
+bcMsgField = FormControl("Message", bcMsgInput, "Broadcast to all field units and public channels")
+bcMsgInput = TextArea("message", "Type the update to broadcast...", 3)
+bcChanField = FormControl("Channels", bcChanGroup)
+bcChanGroup = CheckBoxGroup("channels", [bcRadio, bcFM, bcCell])
+bcRadio = CheckBoxItem("Radio nets", "Command and field radio", "radio", true)
+bcFM = CheckBoxItem("Public FM", "Public broadcast", "fm", true)
+bcCell = CheckBoxItem("Cell/SMS alert", "Emergency SMS push", "cell")
+bcButtons = Buttons([bcSubmit])
+bcSubmit = Button("Broadcast Update", null, "primary")
+sitrepForm = Form("situation-report", srButtons, [srZoneField, srSummaryField, srSevField])
+srZoneField = FormControl("Zone", srZoneSelect)
+srZoneSelect = Select("sitrep_zone", [srzA, srzB, srzC, srzD], "Select zone")
+srzA = SelectItem("A", "Zone A")
+srzB = SelectItem("B", "Zone B")
+srzC = SelectItem("C", "Zone C")
+srzD = SelectItem("D", "Zone D")
+srSummaryField = FormControl("Situation summary", srSummaryInput)
+srSummaryInput = TextArea("summary", "Describe current conditions, needs, and actions taken...", 4)
+srSevField = FormControl("Severity assessment", srSevRadio)
+srSevRadio = RadioGroup("severity", [srLow, srMed, srHigh, srCrit])
+srLow = RadioItem("Low", "Stable, monitoring", "low")
+srMed = RadioItem("Medium", "Active response", "medium")
+srHigh = RadioItem("High", "Significant threat", "high")
+srCrit = RadioItem("Critical", "Life safety at risk", "critical")
+srButtons = Buttons([srSubmit])
+srSubmit = Button("File Situation Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..09b1eaece
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r1.txt
@@ -0,0 +1,48 @@
+root = Card([header, controls, kpis, trends, budgetChart, headcountChart, risks, initiatives, board, actions], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q3 FY2025 · All regions · USD millions")
+controls = Form("view-controls", controlButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY2025")
+q1 = SelectItem("Q1 FY2025", "Q1 FY2025")
+q2 = SelectItem("Q2 FY2025", "Q2 FY2025")
+q3 = SelectItem("Q3 FY2025", "Q3 FY2025")
+q4 = SelectItem("Q4 FY2025", "Q4 FY2025")
+regionField = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [rAll, rNA, rEU, rAPAC], "Select region", null, "All regions")
+rAll = SelectItem("All regions", "All regions")
+rNA = SelectItem("North America", "North America")
+rEU = SelectItem("Europe", "Europe")
+rAPAC = SelectItem("APAC", "APAC")
+controlButtons = Buttons([applyBtn])
+applyBtn = Button("Apply view", null, "primary")
+kpis = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Revenue", "Costs", "Profit", "Runway", "Pipeline value", "Win rate", "Customers", "Churn (qtr)", "NPS"])
+kpiValue = Col("Value", ["$48.2M", "$33.6M", "$14.6M", "19 months", "$162M", "31%", "2,410", "3.1%", "58"])
+kpiDelta = Col("vs last quarter", ["+9.4%", "+4.1%", "+22.5%", "+2", "+12%", "+3 pts", "+128", "-0.4 pts", "+4"])
+trends = Card([trendHeader, revChart, costChart], "sunk", "column", "m")
+trendHeader = CardHeader("Revenue & Costs — Last Four Quarters")
+revChart = BarChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries], "grouped", "Quarter", "Revenue ($M)")
+revSeries = Series("Revenue", [39.8, 42.5, 44.1, 48.2])
+costChart = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Costs", [30.2, 31.5, 32.3, 33.6])
+budgetChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [budgetActual, budgetPlan], "grouped", "Spend ($M)", "Department")
+budgetActual = Series("Actual", [12.4, 8.9, 5.6, 3.1, 3.6])
+budgetPlan = Series("Plan", [12.0, 9.5, 6.0, 3.0, 3.5])
+headcountChart = PieChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [212, 118, 54, 38, 61], "donut")
+risks = Table([riskName, riskOwner, riskLevel])
+riskName = Col("Top risk", ["Enterprise deal concentration (top 3 = 34% of ARR)", "Cloud infra cost overrun", "Key-person attrition in ML team", "EU regulatory compliance deadline"])
+riskOwner = Col("Owner", ["CRO", "CTO", "VP Engineering", "General Counsel"])
+riskLevel = Col("Severity", ["High", "Medium", "High", "Medium"])
+initiatives = Table([initName, initStatus])
+initName = Col("Strategic initiative", ["APAC market entry", "AI copilot product launch", "Platform re-architecture", "Partner channel program"])
+initStatus = Col("Status", ["On track", "At risk", "On track", "Delayed"])
+board = SectionBlock([boardSection], true)
+boardSection = SectionItem("board-items", "Items for next board meeting", [boardList])
+boardList = ListBlock([bi1, bi2, bi3, bi4])
+bi1 = ListItem("FY2026 budget approval", "CFO to present draft plan")
+bi2 = ListItem("Series D timing discussion", "Runway supports Q2 close")
+bi3 = ListItem("APAC expansion vote", "Final go/no-go decision")
+bi4 = ListItem("Executive comp review", "Comp committee proposal")
+actions = Buttons([exportBtn, pdfBtn])
+exportBtn = Button("Export board pack (PDF)", null, "primary")
+pdfBtn = Button("Export data (CSV)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..87e1c407b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r2.txt
@@ -0,0 +1,62 @@
+root = Card([header, controls, kpis, trends, deptBudget, headcount, customers, risks, initiatives, boardItems, actions])
+header = CardHeader("CEO Quarterly Command View", "Q3 FY2025 · All regions · Consolidated")
+controls = Card([quarterPicker, regionPicker], "sunk", "row", "l", "center", "between", true)
+quarterPicker = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY2025")
+q1 = SelectItem("Q1 FY2025", "Q1 FY2025")
+q2 = SelectItem("Q2 FY2025", "Q2 FY2025")
+q3 = SelectItem("Q3 FY2025", "Q3 FY2025")
+q4 = SelectItem("Q4 FY2025", "Q4 FY2025 (forecast)")
+regionPicker = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [rAll, rNA, rEMEA, rAPAC], "Select region", null, "All regions")
+rAll = SelectItem("All regions", "All regions")
+rNA = SelectItem("North America", "North America")
+rEMEA = SelectItem("EMEA", "EMEA")
+rAPAC = SelectItem("APAC", "APAC")
+kpis = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Profit", "Runway", "Pipeline value", "Win rate", "Customers", "Churn", "NPS"])
+kpiValue = Col("Q3 Value", ["$48.2M", "$31.6M", "$16.6M", "14 months", "$132M", "27%", "4,812", "2.1%", "58"])
+kpiNote = Col("vs Plan / Prior Qtr", ["+4% vs plan", "-2% vs plan", "+11% vs plan", "stable", "+9% QoQ", "+2 pts QoQ", "+312 QoQ", "-0.3 pts QoQ", "+4 QoQ"])
+trends = Card([revTrend, costTrend], "sunk", "row", "l", "stretch", "start", true)
+revTrend = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries], "natural", "Quarter", "Revenue ($M)")
+revSeries = Series("Revenue", [38.4, 41.2, 45.1, 48.2])
+costTrend = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Costs", [27.9, 29.3, 30.8, 31.6])
+deptBudget = Card([budgetHeader, budgetChart], "card", "column", "m")
+budgetHeader = CardHeader("Budget by Department vs Plan", "Q3 FY2025, $M actual vs planned")
+budgetChart = BarChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [budgetActual, budgetPlan], "grouped", "Department", "$M")
+budgetActual = Series("Actual", [12.4, 8.9, 5.2, 3.1, 2.0])
+budgetPlan = Series("Plan", [12.0, 9.5, 5.5, 3.0, 2.1])
+headcount = Card([hcHeader, hcChart], "card", "column", "m")
+hcHeader = CardHeader("Headcount by Department", "End of Q3 FY2025")
+hcChart = HorizontalBarChart(["Engineering", "Sales", "Customer Success", "Marketing", "G&A"], [hcSeries], "grouped", "Department", "Headcount")
+hcSeries = Series("Headcount", [212, 148, 96, 54, 41])
+customers = Card([custHeader, custChart], "card", "column", "m")
+custHeader = CardHeader("Customer Base", "Count vs churn trend")
+custChart = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [custSeries, churnSeries], "natural", "Quarter", "Value")
+custSeries = Series("Customers", [4210, 4380, 4500, 4812])
+churnSeries = Series("Churn %", [2.8, 2.6, 2.4, 2.1])
+risks = Card([riskHeader, riskTable], "card", "column", "m")
+riskHeader = CardHeader("Top Risks", "Ranked by potential impact")
+riskTable = Table([riskName, riskOwner, riskLevel])
+riskName = Col("Risk", ["Enterprise deal concentration (top 5 = 31% of ARR)", "Cloud infrastructure cost overrun", "Key engineering attrition in AI team", "EMEA regulatory compliance (AI Act)", "Competitive pricing pressure"])
+riskOwner = Col("Owner", ["CRO — S. Patel", "CTO — M. Chen", "VP Eng — A. Rivera", "GC — L. Novak", "CPO — D. Kim"])
+riskLevel = Col("Severity", ["High", "Medium", "High", "Medium", "Medium"])
+initiatives = Card([initHeader, initTable], "card", "column", "m")
+initHeader = CardHeader("Strategic Initiatives", "FY2025 portfolio status")
+initTable = Table([initName, initStatus, initOwner])
+initName = Col("Initiative", ["AI copilot GA launch", "APAC market entry", "Platform re-architecture", "Self-serve onboarding", "Series D preparation"])
+initStatus = Col("Status", ["On track", "At risk", "On track", "Delayed", "On track"])
+initOwner = Col("Owner", ["CPO — D. Kim", "COO — R. Alvarez", "CTO — M. Chen", "CRO — S. Patel", "CFO — J. Osei"])
+boardItems = Card([boardHeader, boardList], "card", "column", "m")
+boardHeader = CardHeader("Next Board Meeting — Proposed Items", "November 14, 2025")
+boardList = ListBlock([b1, b2, b3, b4, b5], "number")
+b1 = ListItem("Q3 financial review and FY25 reforecast", "CFO — J. Osei")
+b2 = ListItem("Series D timing and terms discussion", "CEO / CFO")
+b3 = ListItem("APAC entry: go/no-go decision", "COO — R. Alvarez")
+b4 = ListItem("AI Act compliance readiness update", "GC — L. Novak")
+b5 = ListItem("2026 headcount and budget plan", "CEO — full exec team")
+actions = Buttons([exportBtn, pdfBtn, shareBtn])
+exportBtn = Button("Export board pack (PPTX)")
+pdfBtn = Button("Export as PDF", null, "secondary")
+shareBtn = Button("Share with exec team", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..e8051af2a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r3.txt
@@ -0,0 +1,54 @@
+root = Card([header, quarterBar, kpis, trendCharts, budgetTable, headcountChart, runwayCallout, salesRow, customerRow, risksTable, initiativesTable, boardItems, actions])
+header = CardHeader("CEO Quarterly Command View — Q3 FY2025", "Consolidated performance, risk, and strategic posture")
+quarterBar = Card([quarterLabel, quarterSelect, regionLabel, regionSelect], "sunk", "row", "m", "end", "start", true)
+quarterLabel = TextContent("Quarter:", "small-heavy")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY2025")
+q1 = SelectItem("Q1 FY2025", "Q1 FY2025")
+q2 = SelectItem("Q2 FY2025", "Q2 FY2025")
+q3 = SelectItem("Q3 FY2025", "Q3 FY2025")
+q4 = SelectItem("Q4 FY2025", "Q4 FY2025")
+regionLabel = TextContent("Region focus:", "small-heavy")
+regionSelect = Select("region", [rAll, rNA, rEMEA, rAPAC], "Focus a region", null, "All regions")
+rAll = SelectItem("all", "All regions")
+rNA = SelectItem("na", "North America")
+rEMEA = SelectItem("emea", "EMEA")
+rAPAC = SelectItem("apac", "APAC")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Revenue", "Costs", "Profit", "Runway", "Pipeline value", "Win rate", "Customers", "Churn", "NPS"])
+kpiValue = Col("Value", ["$48.2M", "$35.6M", "$12.6M", "14 months", "$86.5M", "27%", "1,240", "3.1%", "54"])
+kpiNote = Col("vs Plan", ["+4%", "+1%", "+12%", "on target", "+9%", "+2pts", "+6%", "-0.4pts", "+3"])
+trendCharts = Card([trendHeader, revChart, costChart], "sunk", "column", "l")
+trendHeader = CardHeader("Revenue & Costs — Last 4 Quarters")
+revChart = BarChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries], "grouped", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [38.4, 41.2, 44.8, 48.2])
+costChart = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [costSeries], "natural", "Quarter", "USD (M)")
+costSeries = Series("Costs", [31.2, 32.8, 34.1, 35.6])
+budgetTable = Table([deptCol, planCol, actualCol, varCol])
+deptCol = Col("Department", ["Engineering", "Sales", "Marketing", "G&A", "Customer Success"])
+planCol = Col("Plan ($M)", [12.5, 9.8, 5.2, 4.0, 3.4])
+actualCol = Col("Actual ($M)", [13.1, 9.4, 5.6, 3.8, 3.7])
+varCol = Col("Variance", ["+4.8%", "-4.1%", "+7.7%", "-5.0%", "+8.8%"])
+headcountChart = PieChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [210, 140, 45, 38, 62], "donut")
+runwayCallout = Callout("success", "Runway: 14 months", "Based on current net burn of $2.1M/month and $29.4M cash on hand.")
+salesRow = Card([pipelineHead, winRateProgress], "sunk", "row", "xl", "center", "between", true)
+pipelineHead = CardHeader("Sales Pipeline: $86.5M", "Weighted pipeline $31.2M across 214 open opportunities")
+winRateProgress = Progress(27, "Win rate — 27% (target 25%)")
+customerRow = Card([npsProgress, churnBadge], "sunk", "row", "xl", "center", "between", true)
+npsProgress = Progress(54, "NPS — 54 (target 50)")
+churnBadge = Badge("Churn 3.1% — improving", "secondary")
+risksTable = Table([riskCol, ownerCol, sevCol])
+riskCol = Col("Top Risk", ["Enterprise deal concentration — top 3 deals = 38% of pipeline", "Key engineer attrition in platform team", "FX headwinds in EMEA", "Cloud infra cost overrun", "Regulatory review in APAC"])
+ownerCol = Col("Owner", ["CRO", "CTO", "CFO", "VP Infrastructure", "General Counsel"])
+sevCol = Col("Severity", ["High", "High", "Medium", "Medium", "Low"])
+initiativesTable = Table([initCol, statusCol])
+initCol = Col("Strategic Initiative", ["AI copilot product launch", "EMEA expansion — DACH entry", "Platform re-architecture", "Channel partner program", "Pricing & packaging refresh"])
+statusCol = Col("Status", ["On track", "At risk", "On track", "Complete", "On track"])
+boardItems = ListBlock([board1, board2, board3, board4])
+board1 = ListItem("FY2026 budget approval", "CFO to present draft — decision required")
+board2 = ListItem("Series D timing", "Market window assessment with banker input")
+board3 = ListItem("DACH market entry go/no-go", "EMEA initiative currently at risk")
+board4 = ListItem("Compensation band refresh", "Retention risk in engineering")
+actions = Buttons([exportBtn, boardBtn, drillBtn])
+exportBtn = Button("Export board pack (PDF)", null, "primary")
+boardBtn = Button("Email pack to board", null, "secondary")
+drillBtn = Button("Drill into details", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..b55dc7a8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-exec__r4.txt
@@ -0,0 +1,60 @@
+root = Card([header, filters, kpiTable, sep1, trendsHeader, trends, sep2, deptHeader, budgetChart, headcountChart, sep3, riskHeader, riskTable, sep4, initHeader, initTable, sep5, healthHeader, healthTable, boardHeader, boardList, actions])
+header = CardHeader("CEO Quarterly Command View", "Q3 FY2025 — All Regions — Consolidated")
+filters = Form("view-controls", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY2025")
+q1 = SelectItem("Q1 FY2025", "Q1 FY2025")
+q2 = SelectItem("Q2 FY2025", "Q2 FY2025")
+q3 = SelectItem("Q3 FY2025", "Q3 FY2025")
+q4 = SelectItem("Q4 FY2025", "Q4 FY2025 (forecast)")
+regionField = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [rAll, rNA, rEMEA, rAPAC], "Select region", null, "All Regions")
+rAll = SelectItem("All Regions", "All Regions")
+rNA = SelectItem("North America", "North America")
+rEMEA = SelectItem("EMEA", "EMEA")
+rAPAC = SelectItem("APAC", "APAC")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filters", null, "primary")
+kpiTable = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Revenue", "Costs", "Profit", "Months of Runway", "Sales Pipeline Value", "Win Rate", "Customer Count", "Churn (quarterly)", "NPS"])
+kpiValue = Col("Value", ["$48.2M", "$36.7M", "$11.5M", "19 months", "$132M", "27%", "4,180", "2.1%", "52"])
+kpiNote = Col("vs Plan / Prior Qtr", ["+4% vs plan", "-2% vs plan", "23.9% margin", "at current burn", "3.1x coverage", "+3pts QoQ", "+312 net adds", "down from 2.6%", "up from 47"])
+sep1 = Separator()
+trendsHeader = Heading("Revenue & Costs — Four Quarters", "h2")
+trends = BarChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries, costSeries], "grouped", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [38.5, 41.2, 44.8, 48.2])
+costSeries = Series("Costs", [31.9, 33.4, 35.1, 36.7])
+sep2 = Separator()
+deptHeader = Heading("Departments", "h2")
+budgetChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [actualSeries, planSeries], "grouped", "Department", "USD (M)")
+actualSeries = Series("Actual", [14.2, 9.8, 5.6, 4.1, 3.0])
+planSeries = Series("Plan", [13.5, 10.5, 6.0, 4.0, 3.2])
+headcountChart = PieChart(["Engineering", "Sales", "Marketing", "G&A", "Customer Success"], [212, 118, 54, 41, 63], "donut")
+sep3 = Separator()
+riskHeader = Heading("Top Risks", "h2")
+riskTable = Table([riskName, riskOwner, riskSeverity])
+riskName = Col("Risk", ["Key enterprise renewal slippage", "Cloud cost overrun", "Senior eng attrition", "EMEA regulatory compliance", "Single-source chip supplier"])
+riskOwner = Col("Owner", ["CRO — S. Patel", "CTO — M. Chen", "CPO — L. Gomez", "GC — R. Okafor", "COO — D. Kim"])
+riskSeverity = Col("Severity", ["High", "Medium", "High", "Medium", "Low"])
+sep4 = Separator()
+initHeader = Heading("Strategic Initiatives", "h2")
+initTable = Table([initName, initStatus, initOwner])
+initName = Col("Initiative", ["AI product line launch", "APAC market entry", "Platform re-architecture", "Self-serve onboarding", "Series D preparation"])
+initStatus = Col("Status", ["On track", "At risk", "On track", "Complete", "On track"])
+initOwner = Col("Owner", ["CPO", "CEO", "CTO", "CRO", "CFO"])
+sep5 = Separator()
+healthHeader = Heading("Customer & Sales Health", "h2")
+healthTable = Table([hc1, hc2, hc3])
+hc1 = Col("Region", ["North America", "EMEA", "APAC"])
+hc2 = Col("Customers", ["2,310", "1,240", "630"])
+hc3 = Col("Churn", ["1.8%", "2.4%", "2.9%"])
+boardHeader = Heading("Next Board Meeting — Agenda Items", "h2")
+boardList = ListBlock([b1, b2, b3, b4], "number")
+b1 = ListItem("Q3 results review", "Revenue, margin, and variance to plan")
+b2 = ListItem("Series D timing decision", "Term sheet landscape and runway implications")
+b3 = ListItem("APAC entry go/no-go", "Risk mitigation plan for delayed launch")
+b4 = ListItem("Executive compensation refresh", "Comp committee recommendation")
+actions = Buttons([exportBtn, exportPdfBtn, shareBtn])
+exportBtn = Button("Export board pack (PPTX)", null, "primary")
+exportPdfBtn = Button("Export PDF", null, "secondary")
+shareBtn = Button("Share link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..ec2734138
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r1.txt
@@ -0,0 +1,93 @@
+root = Card([header, timeframeBar, kpiRow, posHead, posTable, chartsHead, chartRow, moversHead, moversTable, watchHead, watchTable, ordersHead, ordersTable, marginHead, marginBar, newsHead, newsList, calHead, calTable, stratHead, stratChart, ddHead, ddChart, riskHead, riskAlerts, tradeHead, tradeButtons, orderForm])
+
+header = CardHeader("Trading Desk — Morning Workspace", "Equities & Multi-Strategy | Tue, Mar 12 | Pre-open brief + live book")
+
+timeframeBar = Tabs([tfDay, tfWeek, tfMonth, tfYear])
+tfDay = TabItem("1d", "1D", [tfDayNote])
+tfDayNote = TextContent("Showing intraday figures for today. All tables below reflect the current session.")
+tfWeek = TabItem("1w", "1W", [tfWeekNote])
+tfWeekNote = TextContent("One-week view: P&L, movers and strategy returns aggregated over the last 5 sessions.")
+tfMonth = TabItem("1m", "1M", [tfMonthNote])
+tfMonthNote = TextContent("One-month view: trailing 21 sessions.")
+tfYear = TabItem("ytd", "YTD", [tfYearNote])
+tfYearNote = TextContent("Year-to-date view: aligns with strategy returns and drawdown panels below.")
+
+kpiRow = Table([kpiLabel, kpiValue, kpiDelta])
+kpiLabel = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1d)", "Margin In Use"])
+kpiValue = Col("Value", ["$48.72M", "+$412,300", "$1.14M", "$9.6M / $20M"])
+kpiDelta = Col("vs Prev", ["+0.85% d/d", "+0.85% of NAV", "2.3% of NAV (limit 4%)", "48% utilization"])
+
+posHead = Heading("Open Positions", "h2")
+posTable = Table([posTicker, posSize, posEntry, posCurrent])
+posTicker = Col("Ticker", ["NVDA", "AAPL", "MSFT", "XOM", "JPM", "TLT", "AMD", "GLD"])
+posSize = Col("Size (shares)", [42000, 85000, 31000, 60000, 25000, 40000, 18000, 12000])
+posEntry = Col("Entry", ["$782.40", "$171.20", "$398.55", "$104.80", "$182.10", "$92.35", "$156.90", "$212.60"])
+posCurrent = Col("Current", ["$861.15", "$168.45", "$421.80", "$112.30", "$179.55", "$89.10", "$171.25", "$218.40"])
+
+chartsHead = Heading("Exposure by Sector", "h2")
+chartRow = PieChart(["Technology", "Financials", "Energy", "Fixed Income", "Commodities", "Cash"], [42, 14, 11, 15, 8, 10], "donut")
+
+moversHead = Heading("Biggest Movers Today", "h2")
+moversTable = Table([movTicker, movChange, movSide])
+movTicker = Col("Ticker", ["NVDA", "AMD", "XOM", "AAPL", "TLT"])
+movChange = Col("Move", ["+4.2%", "+3.1%", "+2.0%", "-1.6%", "-2.4%"])
+movSide = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser"])
+
+watchHead = Heading("Watchlist", "h2")
+watchTable = Table([watchTicker, watchPrice])
+watchTicker = Col("Instrument", ["META", "GOOGL", "SMCI", "CL=F (WTI)", "ES=F (S&P Fut)", "EURUSD"])
+watchPrice = Col("Last Price", ["$512.30", "$178.90", "$948.10", "$78.42", "5,412.25", "1.0874"])
+
+ordersHead = Heading("Working Orders", "h2")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordType, ordStatus])
+ordTicker = Col("Ticker", ["AAPL", "MSFT", "TLT", "NVDA"])
+ordSide = Col("Side", ["Sell", "Buy", "Buy", "Sell"])
+ordQty = Col("Qty", [20000, 10000, 15000, 5000])
+ordType = Col("Type", ["Limit @ $172.00", "Limit @ $415.00", "Limit @ $88.50", "Stop @ $820.00"])
+ordStatus = Col("Status", ["Working", "Working", "Partially Filled", "Working"])
+
+marginHead = Heading("Margin Utilization", "h2")
+marginBar = Progress(48, "$9.6M of $20M margin in use (48%)")
+
+newsHead = Heading("Market Headlines & Sentiment", "h2")
+newsList = ListBlock([news1, news2, news3, news4])
+news1 = ListItem("Fed officials signal patience on rate cuts; markets reprice June odds", "Sentiment: Neutral — 07:42 ET, Reuters")
+news2 = ListItem("Chip demand outlook raised by major foundries; semis rally pre-market", "Sentiment: Bullish — 08:05 ET, Bloomberg")
+news3 = ListItem("Crude inventories draw more than expected; energy names bid", "Sentiment: Bullish — 08:31 ET, EIA")
+news4 = ListItem("Treasury yields climb after hot PPI print; duration assets under pressure", "Sentiment: Bearish — 08:50 ET, WSJ")
+
+calHead = Heading("Economic Releases This Week", "h2")
+calTable = Table([calDay, calEvent, calForecast])
+calDay = Col("Day", ["Tue", "Wed", "Thu", "Thu", "Fri"])
+calEvent = Col("Release", ["NFIB Small Business", "CPI (Feb)", "PPI (Feb)", "Retail Sales (Feb)", "U. Michigan Sentiment"])
+calForecast = Col("Consensus", ["90.2", "+0.4% m/m", "+0.3% m/m", "+0.8% m/m", "77.1"])
+
+stratHead = Heading("Strategy Returns — YTD", "h2")
+stratChart = BarChart(["Momentum", "Mean Reversion", "Vol Carry", "Macro Overlay", "Stat Arb"], [stratSeries], "grouped", "Strategy", "Return (%)")
+stratSeries = Series("YTD Return %", [8.4, 3.1, -1.2, 5.6, 2.4])
+
+ddHead = Heading("Drawdown — Trailing 12 Months", "h2")
+ddChart = AreaChart(["Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar"], [ddSeries], "linear", "Month", "Drawdown (%)")
+ddSeries = Series("Peak-to-Trough %", [-1.2, -2.8, -1.5, -0.8, -3.4, -5.1, -6.8, -3.9, -2.2, -1.0, -0.6, -0.3])
+
+riskHead = Heading("Risk Limits Near Breach", "h2")
+riskAlerts = Callout("warning", "Two limits within 15% of breach", "Single-name concentration in NVDA at 9.8% of NAV (limit 10%); overnight gross exposure at 92% of the 3.0x leverage cap. VaR at 2.3% of NAV remains within the 4% limit.")
+
+tradeHead = Heading("Trade Actions", "h2")
+tradeButtons = Buttons([rebalanceBtn, flattenBtn])
+rebalanceBtn = DialogBlock("Rebalance Portfolio", "Rebalance to Target Weights", "This will generate orders to bring sector exposures back to target allocation. Review before confirming.", [rebalanceNote], "default")
+rebalanceNote = TextContent("Proposed: trim Technology 42% → 38%, add Fixed Income 15% → 18%, reduce NVDA single-name weight to 9.0%. Estimated turnover: $3.1M. Confirm on the next screen to stage orders.")
+flattenBtn = AlertDialogBlock("Flatten All", "Flatten all positions?", "This will market-out of all 8 open positions and cancel 4 working orders. This cannot be undone.", "Flatten", "Cancel", "destructive")
+
+orderForm = Form("order-ticket", orderButtons, [ordTickerField, ordSideField, ordQtyField])
+ordTickerField = FormControl("Ticker", ordTickerInput)
+ordTickerInput = Input("ticker", "e.g. AAPL")
+ordSideField = FormControl("Side", ordSideSelect)
+ordSideSelect = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("buy", "Buy")
+sideSell = SelectItem("sell", "Sell")
+ordQtyField = FormControl("Quantity", ordQtyInput)
+ordQtyInput = Input("quantity", "e.g. 1000", "number")
+orderButtons = Buttons([ordSubmit, ordClear])
+ordSubmit = Button("Submit Order", null, "primary")
+ordClear = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..1730728cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r2.txt
@@ -0,0 +1,106 @@
+root = Card([header, timeframeBar, kpis, portfolioSection, positionsSection, exposureSection, moversSection, watchlistSection, ordersSection, headlinesSection, calendarSection, strategySection, drawdownSection, limitsSection, tradeSection, actions])
+
+header = CardHeader("Trading Desk — Morning Workspace", "Tuesday, market open briefing · All figures USD")
+
+timeframeBar = Card([timeframeHeader, timeframeButtons], "sunk", "row", "m", "center", "between")
+timeframeHeader = TextContent("Timeframe", "small-heavy")
+timeframeButtons = Buttons([tf1D, tf1W, tf1M, tf1Y])
+tf1D = Button("1D", null, "secondary", null, "small")
+tf1W = Button("1W", null, "secondary", null, "small")
+tf1M = Button("1M", null, "primary", null, "small")
+tf1Y = Button("1Y", null, "secondary", null, "small")
+
+kpis = Card([kpiTable, marginProgress, varProgress], "sunk", "column", "m")
+kpiTable = Table([kpiName, kpiValue, kpiDelta])
+kpiName = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1D)", "Margin in Use"])
+kpiValue = Col("Value", ["$24,860,000", "+$312,400", "$486,000", "$7,150,000"])
+kpiDelta = Col("vs Prior", ["+1.3% d/d", "+1.27% NAV", "1.95% of NAV", "28.8% of buying power"])
+marginProgress = Progress(28.8, "Margin utilization — 28.8% of $24.8M buying power")
+varProgress = Progress(39, "VaR vs $1.25M desk limit — 39% consumed")
+
+positionsSection = Card([posHeader, posTable], "card", "column", "s")
+posHeader = CardHeader("Open Positions", "Ticker, size, entry, current price")
+posTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["NVDA", "AAPL", "MSFT", "XOM", "JPM", "TLT"])
+posSize = Col("Size", ["8,500 sh", "12,000 sh", "6,200 sh", "15,000 sh", "9,400 sh", "$2.1M notional"])
+posEntry = Col("Entry", ["$118.40", "$189.20", "$402.10", "$104.60", "$198.30", "$92.15"])
+posCurrent = Col("Current", ["$131.25", "$186.40", "$418.75", "$109.85", "$204.10", "$91.60"])
+posPnl = Col("Unrealized P&L", ["+$109,225", "-$33,600", "+$103,230", "+$78,750", "+$54,520", "-$11,550"])
+
+exposureSection = Card([expHeader, expChart], "card", "column", "s")
+expHeader = CardHeader("Exposure by Sector", "% of net asset value")
+expChart = PieChart(["Technology", "Energy", "Financials", "Healthcare", "Fixed Income", "Cash"], [38, 14, 16, 9, 15, 8], "donut")
+
+moversSection = Card([moversHeader, moversChart], "card", "column", "s")
+moversHeader = CardHeader("Today's Biggest Movers", "Intraday % change across holdings and watchlist")
+moversChart = HorizontalBarChart(["NVDA", "XOM", "SMCI", "JPM", "AAPL", "TSLA", "META"], [moveSeries], "grouped", "% change", null)
+moveSeries = Series("Today %", [3.8, 2.1, 1.9, 1.2, -1.5, -2.4, -3.1])
+
+watchlistSection = Card([watchHeader, watchTable], "card", "column", "s")
+watchHeader = CardHeader("Watchlist", "Instruments being monitored")
+watchTable = Table([watchTicker, watchPrice, watchChg])
+watchTicker = Col("Ticker", ["TSLA", "META", "SMCI", "AMD", "GLD", "US10Y"])
+watchPrice = Col("Price", ["$248.60", "$512.30", "$88.45", "$164.20", "$218.90", "4.32%"])
+watchChg = Col("Today", ["-2.4%", "-3.1%", "+1.9%", "+0.8%", "+0.3%", "+2bp"])
+
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "s")
+ordersHeader = CardHeader("Working Orders", "Live and resting orders")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordType, ordLimit, ordStatus])
+ordTicker = Col("Ticker", ["NVDA", "TLT", "XOM", "AMD"])
+ordSide = Col("Side", ["Sell", "Buy", "Sell", "Buy"])
+ordQty = Col("Qty", ["2,000", "$500K", "5,000", "3,000"])
+ordType = Col("Type", ["Limit", "Limit", "Stop", "Limit"])
+ordLimit = Col("Price", ["$135.00", "$91.00", "$102.50", "$158.00"])
+ordStatus = Col("Status", ["Working", "Working", "Working", "Partially filled"])
+
+headlinesSection = Card([newsHeader, newsTable], "card", "column", "s")
+newsHeader = CardHeader("Market Headlines", "With sentiment scoring")
+newsTable = Table([newsText, newsSent])
+newsText = Col("Headline", ["Fed officials signal patience on rate cuts", "NVDA datacenter revenue beats estimates", "Oil climbs on OPEC+ supply discipline", "Regional bank credit concerns resurface", "Chip export restrictions widen"])
+newsSent = Col("Sentiment", ["Neutral", "Bullish", "Bullish", "Bearish", "Bearish"])
+
+calendarSection = Card([calHeader, calTable], "card", "column", "s")
+calHeader = CardHeader("Economic Releases This Week")
+calTable = Table([calDay, calEvent, calForecast, calImportance])
+calDay = Col("Day", ["Wed", "Wed", "Thu", "Fri"])
+calEvent = Col("Release", ["CPI (YoY)", "FOMC Minutes", "Initial Jobless Claims", "Nonfarm Payrolls"])
+calForecast = Col("Forecast", ["3.1%", "—", "215K", "185K"])
+calImportance = Col("Importance", ["High", "Medium", "Low", "High"])
+
+strategySection = Card([stratHeader, stratChart], "card", "column", "s")
+stratHeader = CardHeader("Strategy Returns — Year to Date", "% return YTD")
+stratChart = BarChart(["Momentum", "Mean Reversion", "Stat Arb", "Macro", "Market Making"], [stratSeries], "grouped", "Strategy", "Return %")
+stratSeries = Series("YTD Return %", [14.2, 6.8, 9.5, -2.3, 11.1])
+
+drawdownSection = Card([ddHeader, ddChart], "card", "column", "s")
+ddHeader = CardHeader("Drawdown — Past 12 Months", "Peak-to-trough, % of NAV")
+ddChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb"], [ddSeries], "linear", "Month", "Drawdown %")
+ddSeries = Series("Drawdown %", [0, -1.8, -3.4, -2.1, -5.6, -7.9, -4.2, -2.8, -6.1, -3.0, -1.2, -0.4])
+
+limitsSection = Card([limitsHeader, limitsAlert, limitsTable], "card", "column", "s")
+limitsHeader = CardHeader("Risk Limits Near Breach")
+limitsAlert = Alert("Tech sector exposure at 92% of limit", "38% current vs 41% hard cap — reduce or request limit increase before adding", "warning")
+limitsTable = Table([limName, limCurrent, limCap, limUsage])
+limName = Col("Limit", ["Tech sector exposure", "Single-name concentration (NVDA)", "Overnight gross leverage", "VaR (95%, 1D)"])
+limCurrent = Col("Current", ["38%", "8.4%", "1.72x", "$486K"])
+limCap = Col("Limit", ["41%", "10%", "2.0x", "$1.25M"])
+limUsage = Col("Usage", ["92%", "84%", "86%", "39%"])
+
+tradeSection = Card([tradeHeader, tradeForm], "sunk", "column", "m")
+tradeHeader = CardHeader("Place Order", "Ticker, side and quantity")
+tradeForm = Form("place-order", tradeButtons, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput)
+tickerInput = Input("ticker", "e.g. NVDA")
+sideField = FormControl("Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Go long / add", "buy")
+sideSell = RadioItem("Sell", "Reduce / go short", "sell")
+qtyField = FormControl("Quantity", qtyInput, "Shares or notional")
+qtyInput = Input("quantity", "e.g. 1000", "number")
+tradeButtons = Buttons([submitOrder, clearOrder])
+submitOrder = Button("Submit Order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
+
+actions = Buttons([rebalanceBtn, riskReportBtn])
+rebalanceBtn = Button("Rebalance Portfolio", null, "primary")
+riskReportBtn = Button("Download Risk Report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..2dbd05357
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r3.txt
@@ -0,0 +1,70 @@
+root = Card([header, timeframeRow, kpiTable, sep1, positionsHeader, positionsTable, sep2, exposureHeader, sectorPie, moversTable, sep3, watchHeader, watchTable, ordersTable, sep4, headlinesHeader, headlinesTable, econTable, sep5, perfHeader, strategyChart, drawdownChart, sep6, riskHeader, riskAlerts, sep7, actionsHeader, rebalanceBlock, orderForm])
+header = CardHeader("Trading Desk — Morning Workspace", "Pre-market overview · All figures in USD · As of 08:45 ET")
+timeframeRow = Buttons([tf1D, tf1W, tf1M, tf1Y])
+tf1D = Button("1D", null, "primary", null, "small")
+tf1W = Button("1W", null, "secondary", null, "small")
+tf1M = Button("1M", null, "secondary", null, "small")
+tf1Y = Button("1Y", null, "secondary", null, "small")
+kpiTable = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1D)", "Margin in Use"])
+kpiValue = Col("Value", ["$24,860,000", "+$312,400 (+1.27%)", "$486,000 (1.96%)", "$6,240,000 (25.1%)"])
+kpiNote = Col("Note", ["vs $24.55M yesterday", "Driven by tech longs", "Limit: $600,000", "Limit: 40% utilization"])
+sep1 = Separator()
+positionsHeader = CardHeader("Open Positions", "Size, entry and current price per ticker")
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "NVDA", "JPM", "XOM", "TLT"])
+posSize = Col("Size", ["12,000 sh", "4,500 sh", "9,000 sh", "15,000 sh", "$2.0M notional"])
+posEntry = Col("Entry", [182.40, 412.10, 158.75, 104.30, 92.15], "number")
+posCurrent = Col("Current", [189.22, 438.65, 155.10, 108.90, 91.40], "number")
+posPnl = Col("Unreal. P&L", ["+$81,840", "+$119,475", "-$32,850", "+$69,000", "-$15,000"])
+sep2 = Separator()
+exposureHeader = CardHeader("Exposure & Movers", "Sector allocation and today's biggest movers")
+sectorPie = PieChart(["Technology", "Financials", "Energy", "Rates / Bonds", "Healthcare", "Cash"], [34, 18, 14, 16, 10, 8], "donut")
+moversTable = Table([mvTicker, mvChange, mvSide])
+mvTicker = Col("Ticker", ["NVDA", "AAPL", "XOM", "JPM", "TLT"])
+mvChange = Col("Change Today", ["+3.1%", "+1.8%", "+1.2%", "-0.9%", "-0.6%"])
+mvSide = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser"])
+sep3 = Separator()
+watchHeader = CardHeader("Watchlist & Working Orders", "Instruments being watched and live orders")
+watchTable = Table([wlTicker, wlPrice])
+wlTicker = Col("Instrument", ["MSFT", "AMD", "GLD", "EURUSD", "CL (WTI)"])
+wlPrice = Col("Last Price", [428.30, 172.55, 218.40, 1.0862, 78.90], "number")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordType, ordStatus])
+ordTicker = Col("Ticker", ["MSFT", "GLD", "AMD", "JPM"])
+ordSide = Col("Side", ["Buy", "Buy", "Sell", "Sell"])
+ordQty = Col("Quantity", ["2,000", "5,000", "3,000", "4,000"])
+ordType = Col("Type", ["Limit @ 425.00", "Limit @ 216.50", "Limit @ 178.00", "Stop @ 152.00"])
+ordStatus = Col("Status", ["Working", "Working", "Working", "Working"])
+sep4 = Separator()
+headlinesHeader = CardHeader("Market Headlines & Week Ahead", "News sentiment and scheduled economic releases")
+headlinesTable = Table([hlHeadline, hlSentiment])
+hlHeadline = Col("Headline", ["Fed officials signal patience on rate cuts", "Chip demand outlook raised by major foundry", "Oil rallies on supply disruption concerns", "Bank earnings mixed as trading revenue dips", "Treasury yields steady ahead of CPI print"])
+hlSentiment = Col("Sentiment", ["Neutral", "Positive", "Positive", "Negative", "Neutral"])
+econTable = Table([ecDay, ecRelease, ecForecast])
+ecDay = Col("Day", ["Tuesday", "Wednesday", "Wednesday", "Thursday", "Friday"])
+ecRelease = Col("Release", ["CPI (YoY)", "FOMC Minutes", "Retail Sales", "Initial Jobless Claims", "PPI (MoM)"])
+ecForecast = Col("Forecast", ["3.1%", "—", "+0.4%", "215K", "+0.2%"])
+sep5 = Separator()
+perfHeader = CardHeader("Strategy Performance", "YTD return by strategy and 12-month portfolio drawdown")
+strategyChart = BarChart(["Momentum", "Mean Reversion", "Stat Arb", "Macro Overlay", "Vol Carry"], [ytdSeries], null, "Strategy", "YTD Return %")
+ytdSeries = Series("YTD Return %", [14.2, 6.8, 9.5, -2.1, 4.4])
+drawdownChart = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Drawdown %", [-1.2, -2.8, -4.1, -3.3, -6.8, -8.2, -5.5, -3.9, -2.4, -4.7, -2.0, -1.1])
+sep6 = Separator()
+riskHeader = CardHeader("Risk Limit Watch", "Limits approaching breach")
+riskAlerts = Callout("warning", "2 limits near breach", "VaR at 81% of the $600K limit. Tech sector exposure at 34% vs 35% cap. Margin utilization (25.1%) is within tolerance.")
+sep7 = Separator()
+actionsHeader = CardHeader("Actions", "Rebalance the portfolio or place a new order")
+rebalanceBlock = AlertDialogBlock("Rebalance Portfolio", "Confirm Rebalance", "This will generate orders to bring sector exposures back to target weights. Estimated turnover: $1.8M. Proceed?", "Rebalance", "Cancel", "default")
+orderForm = Form("place-order", orderButtons, [ordTickerField, ordSideField, ordQtyField])
+ordTickerField = FormControl("Ticker", ordTickerInput)
+ordTickerInput = Input("ticker", "e.g. AAPL")
+ordSideField = FormControl("Side", ordSideSelect)
+ordSideSelect = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("buy", "Buy")
+sideSell = SelectItem("sell", "Sell")
+ordQtyField = FormControl("Quantity", ordQtyInput, "Shares or contracts")
+ordQtyInput = Input("quantity", "e.g. 1000", "number")
+orderButtons = Buttons([submitOrder, cancelOrder])
+submitOrder = Button("Place Order", null, "primary")
+cancelOrder = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..220f9cb2a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-fund__r4.txt
@@ -0,0 +1,70 @@
+root = Card([header, timeframe, kpis, positionsHeader, positionsTable, chartsHeader, sectorChart, stratChart, ddChart, riskHeader, varCallout, marginBar, limitAlert, moversHeader, moversTable, watchHeader, watchTable, ordersHeader, ordersTable, newsHeader, newsTable, econHeader, econTable, actionsHeader, rebalanceBtn, orderForm])
+header = CardHeader("Trading Desk — Morning Workspace", "Pre-open snapshot · All figures in USD · Data as of 08:45 ET")
+timeframe = Buttons([tf1D, tf1W, tf1M, tfYTD], "row")
+tf1D = Button("1D", ["timeframe:1D"], "primary", "normal", "small")
+tf1W = Button("1W", ["timeframe:1W"], "secondary", "normal", "small")
+tf1M = Button("1M", ["timeframe:1M"], "secondary", "normal", "small")
+tfYTD = Button("YTD", ["timeframe:YTD"], "secondary", "normal", "small")
+kpis = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Key Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1-day)", "Margin in Use"])
+kpiValue = Col("Value", ["$48.2M", "+$612,400 (+1.29%)", "$1.14M (2.4% of NAV)", "$9.6M of $16M available"])
+kpiNote = Col("Status", ["All-time high", "Positive", "Within limit", "60% utilized"])
+positionsHeader = Heading("Open Positions", "h2")
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "NVDA", "MSFT", "TSLA", "JPM", "XOM"])
+posSize = Col("Size (shares)", [42000, 18000, 25000, 9500, 30000, 22000])
+posEntry = Col("Entry Price", ["$178.40", "$412.10", "$338.75", "$246.20", "$152.30", "$104.85"])
+posCurrent = Col("Current Price", ["$189.25", "$487.60", "$352.10", "$231.40", "$161.75", "$112.30"])
+posPnl = Col("Unrealized P&L", ["+$455,700", "+$1,359,000", "+$333,750", "-$140,600", "+$283,500", "+$163,900"])
+chartsHeader = Heading("Exposure, Strategy Returns & Drawdown", "h2")
+sectorChart = PieChart(["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Cash"], [38, 18, 12, 10, 8, 14], "donut")
+stratChart = BarChart(["Momentum", "Mean Reversion", "Stat Arb", "Macro", "Market Making"], [stratSeries], "grouped", "Strategy", "Return YTD (%)")
+stratSeries = Series("Return YTD %", [14.2, 6.8, 9.5, -2.1, 11.3])
+ddChart = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"], [ddSeries], "natural", "Month", "Drawdown (%)")
+ddSeries = Series("Drawdown %", [0, -1.2, -3.8, -2.4, -5.1, -3.3, -1.8, -4.6, -6.2, -2.9, -1.1, -0.4])
+riskHeader = Heading("Risk", "h2")
+varCallout = Callout("info", "Value at Risk", "1-day 95% VaR is $1.14M, or 2.4% of NAV — within the $1.5M desk limit. Stress VaR (2008 scenario): $3.9M.")
+marginBar = Progress(60, "Margin utilization: $9.6M / $16M")
+limitAlert = Alert("Risk limits near breach", "Tech sector exposure at 38% vs 40% cap · Single-name concentration: NVDA at 18.2% vs 20% cap · Daily loss limit 78% consumed on Momentum book", "warning")
+moversHeader = Heading("Today's Biggest Movers", "h2")
+moversTable = Table([mvTicker, mvMove, mvSide])
+mvTicker = Col("Ticker", ["NVDA", "SMCI", "AAPL", "TSLA", "ENPH", "XOM"])
+mvMove = Col("Move Today", ["+4.8%", "+3.9%", "+2.1%", "-3.2%", "-2.7%", "-1.4%"])
+mvSide = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+watchHeader = Heading("Watchlist", "h2")
+watchTable = Table([wlTicker, wlPrice, wlChange])
+wlTicker = Col("Instrument", ["AMD", "GOOGL", "META", "AMZN", "AVGO", "ESZ4 (S&P Fut)"])
+wlPrice = Col("Last Price", ["$142.35", "$171.20", "$512.80", "$186.45", "$168.90", "5,412.25"])
+wlChange = Col("Change", ["+1.2%", "+0.6%", "-0.4%", "+0.9%", "+2.3%", "+0.3%"])
+ordersHeader = Heading("Working Orders", "h2")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordType, ordLimit, ordStatus])
+ordTicker = Col("Ticker", ["AAPL", "TSLA", "AMD", "JPM"])
+ordSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+ordQty = Col("Quantity", [10000, 4000, 15000, 8000])
+ordType = Col("Type", ["Limit", "Limit", "Stop", "TWAP"])
+ordLimit = Col("Limit/Stop", ["$185.00", "$238.00", "$138.50", "—"])
+ordStatus = Col("Status", ["Working", "Working", "Armed", "62% filled"])
+newsHeader = Heading("Market Headlines", "h2")
+newsTable = Table([nwHeadline, nwSentiment])
+nwHeadline = Col("Headline", ["Fed officials signal patience on rate cuts", "NVDA beats datacenter revenue estimates", "Oil slips as OPEC+ weighs output increase", "Treasury yields fall after soft jobs data", "EU opens antitrust probe into major chipmaker"])
+nwSentiment = Col("Sentiment", ["Neutral", "Positive", "Negative", "Positive", "Negative"])
+econHeader = Heading("Economic Releases This Week", "h2")
+econTable = Table([ecDay, ecRelease, ecConsensus, ecPrior])
+ecDay = Col("Day", ["Tue", "Wed", "Wed", "Thu", "Fri"])
+ecRelease = Col("Release", ["CPI (YoY)", "FOMC Minutes", "Retail Sales", "Initial Jobless Claims", "Nonfarm Payrolls"])
+ecConsensus = Col("Consensus", ["3.1%", "—", "+0.3%", "215K", "185K"])
+ecPrior = Col("Prior", ["3.2%", "—", "+0.1%", "208K", "172K"])
+actionsHeader = Heading("Actions", "h2")
+rebalanceBtn = Button("Rebalance to Target Weights", ["action:rebalance"], "primary")
+orderForm = Form("order-ticket", orderButtons, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput)
+tickerInput = Input("ticker", "e.g. AAPL")
+sideField = FormControl("Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Add to position", "buy")
+sideSell = RadioItem("Sell", "Reduce or short", "sell")
+qtyField = FormControl("Quantity", qtyInput, "Shares")
+qtyInput = Input("quantity", "e.g. 5000", "number")
+orderButtons = Buttons([submitOrder, cancelOrder])
+submitOrder = Button("Place Order", null, "primary")
+cancelOrder = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r1.txt
new file mode 100644
index 000000000..1da945ec3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r1.txt
@@ -0,0 +1,70 @@
+root = Card([header, alert1, kpiTable, chartsRow, itemsTable, regionsSection, crashChart, eventsList, moderationRow, inflationChart, experimentsTable, toolsRow, followUps], "card", "column", "l")
+header = CardHeader("Live-Ops Command Center", "Aurora Realms — all systems live")
+alert1 = Alert("Peak hour incoming", "EU-West concurrency trending 18% above normal for this hour. Autoscaling engaged.", "info")
+kpiTable = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Players online now", "DAU", "MAU", "Revenue today", "ARPDAU"])
+kpiValue = Col("Value", ["48,213", "312,400", "2,140,000", "$86,420", "$0.28"])
+kpiDelta = Col("vs. baseline", ["+6.2%", "+2.1%", "+4.8%", "+11.3%", "+8.9%"])
+chartsRow = Card([sessionChart, crashChartInline], "sunk", "row", "l")
+sessionChart = LineChart(["D1", "D2", "D3", "D4", "D5", "D6", "D7", "D8", "D9", "D10", "D11", "D12", "D13", "D14"], [sessionSeries], "natural", "Day", "Minutes")
+sessionSeries = Series("Avg session length", [22, 24, 23, 26, 28, 31, 29, 27, 25, 26, 30, 33, 32, 34])
+crashChartInline = BarChart(["v3.2.0", "v3.2.1", "v3.3.0", "v3.3.1"], [crashSeries], "grouped", "App version", "Crash rate %")
+crashSeries = Series("Crash rate", [1.8, 1.2, 0.9, 0.4])
+itemsTable = Table([itemName, itemUnits, itemRev])
+itemName = Col("Best-selling item", ["Dragon Mount Skin", "XP Booster x10", "Guild Hall Bundle", "Legendary Chest", "Battle Pass S7"])
+itemUnits = Col("Units sold", [4210, 3890, 1450, 5120, 2980])
+itemRev = Col("Revenue", ["$12,630", "$7,780", "$14,500", "$25,600", "$8,940"])
+regionsSection = Card([regionsTable, regionFocusForm], "sunk", "column", "m")
+regionsTable = Table([regionName, regionHealth, regionPlayers])
+regionName = Col("Region", ["NA-East", "NA-West", "EU-West", "EU-North", "APAC-Tokyo", "APAC-Sydney", "SA-East"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Maintenance", "Healthy"])
+regionPlayers = Col("Players online", [12400, 9800, 8900, 3200, 7600, 1400, 4900])
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionField])
+regionField = FormControl("Focus on one region", regionSelect, "Filters the whole dashboard to this region")
+regionSelect = Select("region", [rNAE, rNAW, rEUW, rEUN, rAPACT, rAPACS, rSAE], "All regions")
+rNAE = SelectItem("na-east", "NA-East")
+rNAW = SelectItem("na-west", "NA-West")
+rEUW = SelectItem("eu-west", "EU-West")
+rEUN = SelectItem("eu-north", "EU-North")
+rAPACT = SelectItem("apac-tokyo", "APAC-Tokyo")
+rAPACS = SelectItem("apac-sydney", "APAC-Sydney")
+rSAE = SelectItem("sa-east", "SA-East")
+regionFocusButtons = Buttons([regionApplyBtn])
+regionApplyBtn = Button("Apply focus", null, "primary")
+crashChart = Separator("horizontal")
+eventsList = ListBlock([ev1, ev2, ev3, ev4])
+ev1 = ListItem("LIVE — Winter Siege", "Ends in 2d 14h | 61% participation", null, "Manage")
+ev2 = ListItem("LIVE — Double XP Weekend", "Ends in 18h | concurrency +22%", null, "Manage")
+ev3 = ListItem("UPCOMING — Lunar Festival", "Starts Feb 1 | content locked, rewards staged", null, "Preview")
+ev4 = ListItem("UPCOMING — Ranked Season 8", "Starts Feb 10 | ladder reset scheduled", null, "Preview")
+moderationRow = Card([reportsProgress, appealsProgress, hotfixDialog], "sunk", "row", "l")
+reportsProgress = Progress(47, "Player reports awaiting review — 47 open")
+appealsProgress = Progress(12, "Ban appeals awaiting review — 12 open")
+hotfixDialog = AlertDialogBlock("Ship hotfix", "Ship hotfix v3.3.2 to production?", "This will push the queued crash-fix build to all regions with staged rollout (10% → 50% → 100%). Players on v3.3.1 are affected by a 0.4% crash rate.", "Ship it", "Cancel", "destructive")
+inflationChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6"], [mintedSeries, sunkSeries], "natural", "Week", "Million gold")
+mintedSeries = Series("Currency minted", [820, 860, 910, 940, 1010, 1080])
+sunkSeries = Series("Currency sunk", [790, 830, 860, 880, 900, 930])
+experimentsTable = Table([expName, expVariant, expResult])
+expName = Col("Experiment", ["EXP-114: Shop layout", "EXP-114: Shop layout", "EXP-118: Matchmaking v2", "EXP-118: Matchmaking v2"])
+expVariant = Col("Variant", ["Control", "New layout", "Control", "New algorithm"])
+expResult = Col("Result", ["Conversion 3.1%", "Conversion 3.8% (+22.6%, p=0.02)", "Session 26 min", "Session 30 min (+15.4%, p=0.04)"])
+toolsRow = Card([patchForm], "sunk", "column", "m")
+patchForm = Form("patch-notes", patchButtons, [patchTitleField, patchTypeField, patchBodyField, patchDateField])
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("title", "e.g. Patch 3.3.2 — Stability & Balance")
+patchTypeField = FormControl("Patch type", patchTypeSelect)
+patchTypeSelect = Select("type", [ptHotfix, ptMinor, ptMajor], "Select type")
+ptHotfix = SelectItem("hotfix", "Hotfix")
+ptMinor = SelectItem("minor", "Minor update")
+ptMajor = SelectItem("major", "Major update")
+patchBodyField = FormControl("Notes", patchBodyArea, "Supports markdown; one change per line")
+patchBodyArea = TextArea("notes", "- Fixed crash on inventory open\n- Buffed Frost Mage Q damage by 8%\n- Disabled Winter Siege boss exploit", 6)
+patchDateField = FormControl("Publish date", patchDatePicker)
+patchDatePicker = DatePicker("publish_date", "single")
+patchButtons = Buttons([patchDraftBtn, patchPublishBtn])
+patchDraftBtn = Button("Save draft", null, "secondary")
+patchPublishBtn = Button("Publish patch notes", null, "primary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Deep dive on EU-West degraded health")
+fu2 = FollowUpItem("Show me the 47 open player reports")
+fu3 = FollowUpItem("Analyze currency inflation sink gap")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r2.txt
new file mode 100644
index 000000000..1bb0de58f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r2.txt
@@ -0,0 +1,67 @@
+root = Card([header, alert, kpis, trend, bestSellers, regions, crashes, events, queues, economy, experiments, patchNotes, regionFocus, hotfix])
+header = CardHeader("Live-Ops Command Center", "Nebula Realms — all systems monitored in real time")
+alert = Alert("Crash spike on v3.2.1", "Crash rate on 3.2.1 is 2.4%, above the 1% threshold. Hotfix recommended.", "warning")
+kpis = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Players online now", "DAU", "MAU", "Revenue today", "ARPDAU"])
+kpiValue = Col("Value", ["48,213", "312,480", "2,841,000", "$86,420", "$0.28"])
+kpiDelta = Col("vs yesterday", ["+6.2%", "+3.1%", "+0.8%", "+11.4%", "+8.1%"])
+trend = LineChart(["D-13", "D-12", "D-11", "D-10", "D-9", "D-8", "D-7", "D-6", "D-5", "D-4", "D-3", "D-2", "D-1", "Today"], [sessionSeries], "natural", "Day", "Avg session (min)")
+sessionSeries = Series("Avg session length", [22, 24, 23, 25, 27, 26, 29, 31, 30, 28, 32, 33, 31, 34])
+bestSellers = HorizontalBarChart(["Dragon Mount Skin", "Cosmic Chest x10", "Battle Pass S7", "XP Booster 24h", "Emote Pack Vol.3"], [unitsSeries], null, "Units sold today", "Item")
+unitsSeries = Series("Units", [4210, 3875, 3120, 2460, 1985])
+regions = Table([regionName, regionPlayers, regionHealth, regionLatency])
+regionName = Col("Region", ["NA-East", "NA-West", "EU-Central", "EU-West", "APAC-Tokyo", "APAC-Sydney", "SA-Brazil"])
+regionPlayers = Col("Players", ["12,840", "9,310", "11,205", "6,470", "5,120", "1,860", "1,408"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Healthy", "Degraded"])
+regionLatency = Col("Latency (ms)", [38, 55, 92, 61, 47, 78, 110])
+crashes = BarChart(["3.0.2", "3.1.0", "3.1.4", "3.2.0", "3.2.1"], [crashSeries], null, "App version", "Crash rate (%)")
+crashSeries = Series("Crash rate", [0.4, 0.5, 0.3, 0.7, 2.4])
+events = Table([eventName, eventStatus, eventWindow])
+eventName = Col("Event", ["Double XP Weekend", "Arena Blitz Cup", "Halloween Raid", "Winter Festival"])
+eventStatus = Col("Status", ["Live", "Live", "Upcoming", "Upcoming"])
+eventWindow = Col("Window", ["Ends in 14h", "Ends in 2d", "Starts in 4d", "Starts in 21d"])
+queues = Table([queueType, queueCount, queueOldest])
+queueType = Col("Queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+queueCount = Col("Pending", [347, 89])
+queueOldest = Col("Oldest item", ["6h 12m", "2d 4h"])
+economy = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6"], [goldSupply, goldSinks], "natural", "Week", "Gold (billions)")
+goldSupply = Series("Currency generated", [120, 131, 145, 158, 172, 189])
+goldSinks = Series("Currency sunk", [118, 126, 133, 139, 144, 151])
+experiments = Table([expName, expVariant, expMetric, expLift, expConf])
+expName = Col("Experiment", ["EXP-114: Shop layout", "EXP-114: Shop layout", "EXP-117: Onboarding flow", "EXP-117: Onboarding flow"])
+expVariant = Col("Variant", ["Control", "Treatment B", "Control", "Treatment A"])
+expMetric = Col("Metric", ["Shop conversion", "Shop conversion", "D7 retention", "D7 retention"])
+expLift = Col("Value / Lift", ["4.2%", "5.1% (+21%)", "18.4%", "19.9% (+8.2%)"])
+expConf = Col("Confidence", ["—", "97.3%", "—", "91.8%"])
+patchNotes = DialogBlock("Draft patch notes", "Patch notes draft — v3.2.2", "Compose the notes, then save or publish.", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [patchTitle, patchCategory, patchBody, patchAudience])
+patchTitle = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("title", "e.g. v3.2.2 Hotfix — crash fixes")
+patchCategory = FormControl("Category", patchCatSelect)
+patchCatSelect = Select("category", [catFix, catBalance, catContent], "Select category")
+catFix = SelectItem("fixes", "Bug fixes")
+catBalance = SelectItem("balance", "Balance changes")
+catContent = SelectItem("content", "New content")
+patchBody = FormControl("Notes", patchBodyArea, "Markdown supported")
+patchBodyArea = TextArea("notes", "- Fixed crash on match end...\n- Adjusted Dragon Mount drop rate...", 8)
+patchAudience = FormControl("Visibility", patchAudRadio)
+patchAudRadio = RadioGroup("audience", [audPublic, audInternal])
+audPublic = RadioItem("Public", "Goes to the in-game news feed", "public")
+audInternal = RadioItem("Internal", "Staff only for now", "internal")
+patchButtons = Buttons([patchSave, patchPublish])
+patchSave = Button("Save draft", null, "secondary")
+patchPublish = Button("Publish notes", null, "primary")
+regionFocus = Form("region-focus", regionFocusButtons, [regionSelectField])
+regionSelectField = FormControl("Focus dashboard on a region", regionSelect)
+regionSelect = Select("region", [rAll, rNaE, rNaW, rEuC, rEuW, rApT, rApS, rSaB], "All regions")
+rAll = SelectItem("all", "All regions")
+rNaE = SelectItem("na-east", "NA-East")
+rNaW = SelectItem("na-west", "NA-West")
+rEuC = SelectItem("eu-central", "EU-Central")
+rEuW = SelectItem("eu-west", "EU-West")
+rApT = SelectItem("apac-tokyo", "APAC-Tokyo")
+rApS = SelectItem("apac-sydney", "APAC-Sydney")
+rSaB = SelectItem("sa-brazil", "SA-Brazil")
+regionFocusButtons = Buttons([regionApply])
+regionApply = Button("Apply region filter", null, "primary")
+hotfix = AlertDialogBlock("Ship hotfix v3.2.2", "Ship hotfix to production?", "This will roll the crash fix for 3.2.1 out to 100% of players in all regions. Rollback plan HF-22 is armed.", "Ship hotfix", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r3.txt
new file mode 100644
index 000000000..0bd35bddb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r3.txt
@@ -0,0 +1,61 @@
+root = Card([header, statusRow, liveAlert, kpiTable, sessionChart, itemsTable, regionTable, crashChart, eventsList, modTables, inflationChart, expTables, actions], "card", "column", "l")
+header = CardHeader("Live-Ops Command Center", "Neon Frontier — all systems monitored in real time")
+statusRow = TagBlock(["players online now: 48,213", "DAU: 312,400", "MAU: 1.84M", "Revenue today: $86,540", "ARPU (30d): $2.47", "ARPPU: $14.90"])
+liveAlert = Alert("Shard EU-2 degraded", "Latency +180ms on EU-2 since 14:02 UTC. Failover on standby.", "warning")
+kpiTable = Table([kpiName, kpiVal, kpiDelta])
+kpiName = Col("KPI", ["Players online", "Daily active", "Monthly active", "Revenue today", "Revenue per user (ARPU)"])
+kpiVal = Col("Value", ["48,213", "312,400", "1,840,000", "$86,540", "$2.47"])
+kpiDelta = Col("vs. baseline", ["+6.2% vs yesterday", "+3.1% WoW", "+1.8% MoM", "+11.4% vs avg Tuesday", "+$0.06 MoM"])
+sessionChart = LineChart(["Mar 3", "Mar 4", "Mar 5", "Mar 6", "Mar 7", "Mar 8", "Mar 9", "Mar 10", "Mar 11", "Mar 12", "Mar 13", "Mar 14", "Mar 15", "Mar 16"], [sessionSeries], "natural", "Date", "Avg session (min)")
+sessionSeries = Series("Avg session length", [24.1, 23.8, 25.2, 26.9, 28.4, 27.1, 24.6, 23.9, 24.8, 26.2, 29.0, 30.4, 27.8, 26.5])
+itemsTable = Table([itemName, itemUnits, itemRev])
+itemName = Col("Best-selling item", ["Void Raven Skin", "Season 12 Battle Pass", "XP Boost ×10", "Neon Crate Bundle", "Emote: Gravity Wave"])
+itemUnits = Col("Units sold (24h)", [8412, 6201, 4980, 3155, 2871])
+itemRev = Col("Revenue", ["$42,060", "$61,387", "$9,910", "$18,898", "$5,713"])
+regionTable = Table([regName, regHealth, regLatency])
+regName = Col("Region", ["NA-East", "NA-West", "EU-1", "EU-2", "APAC", "SA"])
+regHealth = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+regLatency = Col("Avg latency", ["42ms", "55ms", "38ms", "214ms", "61ms", "88ms"])
+crashChart = BarChart(["v3.2.0", "v3.2.1", "v3.3.0", "v3.3.1"], [crashSeries], "grouped", "App version", "Crash rate %")
+crashSeries = Series("Crash rate", [0.42, 0.38, 0.91, 0.55])
+eventsList = ListBlock([ev1, ev2, ev3, ev4])
+ev1 = ListItem("Double XP Weekend", "LIVE — ends in 18h", null)
+ev2 = ListItem("Void Invasion World Event", "LIVE — 32k participants", null)
+ev3 = ListItem("Ranked Season 13", "Upcoming — starts Mar 20", null)
+ev4 = ListItem("Spring Cosmetic Drop", "Upcoming — Mar 24", null)
+modTables = Table([modType, modCount])
+modType = Col("Moderation queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+modCount = Col("Pending", [147, 23])
+inflationChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6"], [inflSeries], "natural", "Week", "Currency in circulation (B credits)")
+inflSeries = Series("Total player credits", [41.2, 43.8, 46.1, 49.7, 53.2, 58.9])
+expTables = Table([expName, expResult])
+expName = Col("Experiment", ["EXP-114: New shop layout", "EXP-115: Faster matchmaking"])
+expResult = Col("Result so far", ["Variant B: +7.3% conversion, p=0.02 — winning", "Variant B: −12s queue time, retention flat, p=0.31 — inconclusive"])
+actions = Card([actionsHeader, regionFocus, patchForm, hotfixRow], "sunk", "column", "m")
+actionsHeader = CardHeader("Operator Actions", "Focus a region, draft patch notes, or ship a hotfix")
+regionFocus = Form("region-focus", regionFocusBtns, [regionField])
+regionField = FormControl("Focus dashboard on region", regionSelect)
+regionSelect = Select("region", [rNAE, rNAW, rEU1, rEU2, rAPAC, rSA], "All regions")
+rNAE = SelectItem("na-east", "NA-East")
+rNAW = SelectItem("na-west", "NA-West")
+rEU1 = SelectItem("eu-1", "EU-1")
+rEU2 = SelectItem("eu-2", "EU-2")
+rAPAC = SelectItem("apac", "APAC")
+rSA = SelectItem("sa", "SA")
+regionFocusBtns = Buttons([regionApply])
+regionApply = Button("Apply region focus", null, "secondary")
+patchForm = Form("patch-notes", patchBtns, [patchTitle, patchBody, patchAudience])
+patchTitle = FormControl("Patch version & title", patchTitleInput)
+patchTitleInput = Input("title", "v3.3.2 — Balance & fixes")
+patchBody = FormControl("Patch notes draft", patchBodyArea, "Markdown supported; reviewed before publish")
+patchBodyArea = TextArea("notes", "- Buffed Void Raven dash cooldown...\n- Fixed EU-2 latency routing...\n- Economy sink: crafting cost +8%...", 6)
+patchAudience = FormControl("Visibility", patchAudienceRadio)
+patchAudienceRadio = RadioGroup("audience", [audPublic, audInternal], "internal")
+audPublic = RadioItem("Public", "Push to all players", "public")
+audInternal = RadioItem("Internal", "Team review only", "internal")
+patchBtns = Buttons([patchSave, patchPublish])
+patchSave = Button("Save draft", null, "tertiary")
+patchPublish = Button("Publish patch notes", null, "primary")
+hotfixRow = Buttons([hotfixBtn, rollbackBtn])
+hotfixBtn = Button("Ship hotfix to all regions", null, "primary", "destructive")
+rollbackBtn = Button("Rollback last deploy", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r4.txt
new file mode 100644
index 000000000..14a1d1b28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-game__r4.txt
@@ -0,0 +1,84 @@
+root = Card([header, alert, kpiRow, activesTable, chartsRow, itemsTable, regionSection, crashChart, eventsList, reviewRow, inflationChart, experimentsSection, toolsSection], "card", "column", "l")
+header = CardHeader("Live-Ops Command Center", "Aurora Realms — all systems monitored in real time")
+alert = Alert("Crash spike on v2.4.1", "Crash rate up 0.8% since the last build. Hotfix recommended.", "warning")
+kpiRow = Card([onlineCard, revenueCard, arpuCard], "sunk", "row", "m")
+onlineCard = Card([onlineTitle, onlineValue], "card", "column", "xs")
+onlineTitle = TextContent("Players Online Now", "small")
+onlineValue = TextContent("48,213 concurrent", "large-heavy")
+revenueCard = Card([revTitle, revValue], "card", "column", "xs")
+revTitle = TextContent("Revenue Today", "small")
+revValue = TextContent("$84,320", "large-heavy")
+arpuCard = Card([arpuTitle, arpuValue], "card", "column", "xs")
+arpuTitle = TextContent("Revenue per User (ARPDAU)", "small")
+arpuValue = TextContent("$0.42", "large-heavy")
+activesTable = Table([actMetric, actValue, actDelta])
+actMetric = Col("Metric", ["Daily Active Players", "Monthly Active Players"])
+actValue = Col("Count", [201480, 1340000])
+actDelta = Col("vs Previous", ["+3.2% DoD", "+1.8% MoM"])
+chartsRow = Card([sessionChart], "sunk", "column", "m")
+sessionChart = LineChart(["D1", "D2", "D3", "D4", "D5", "D6", "D7", "D8", "D9", "D10", "D11", "D12", "D13", "D14"], [sessionSeries], "natural", "Day", "Avg minutes")
+sessionSeries = Series("Avg session length", [22, 24, 23, 26, 28, 31, 29, 27, 25, 26, 30, 32, 28, 29])
+itemsTable = Table([itemName, itemUnits, itemRev])
+itemName = Col("Best-Selling Item", ["Dragon Mount Skin", "Gem Pack (Large)", "Battle Pass S9", "XP Booster 7d", "Cosmetic Crate"])
+itemUnits = Col("Units Sold", [4210, 3890, 3115, 2980, 2540])
+itemRev = Col("Revenue", ["$83,990", "$58,350", "$31,150", "$14,900", "$12,700"])
+regionSection = Card([regionTitle, regionTable, regionFocusForm], "card", "column", "m")
+regionTitle = CardHeader("Server Regions", "Live health by region; select one to focus the dashboard")
+regionTable = Table([regName, regStatus, regPing, regLoad])
+regName = Col("Region", ["US-East", "US-West", "EU-Central", "APAC-Singapore", "SA-Brazil"])
+regStatus = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Maintenance"])
+regPing = Col("Avg Ping (ms)", [42, 58, 96, 74, 131])
+regLoad = Col("Load %", [61, 54, 88, 47, 12])
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filters all panels to this region")
+regionSelect = Select("region", [regUs, regUsW, regEu, regApac, regSa], "All regions")
+regUs = SelectItem("us-east", "US-East")
+regUsW = SelectItem("us-west", "US-West")
+regEu = SelectItem("eu-central", "EU-Central")
+regApac = SelectItem("apac-sg", "APAC-Singapore")
+regSa = SelectItem("sa-br", "SA-Brazil")
+regionFocusButtons = Buttons([focusBtn])
+focusBtn = Button("Apply focus", null, "primary")
+crashChart = BarChart(["v2.3.0", "v2.3.5", "v2.4.0", "v2.4.1"], [crashSeries], "grouped", "App version", "Crash rate %")
+crashSeries = Series("Crash rate", [0.4, 0.3, 0.6, 1.4])
+eventsList = ListBlock([evLive1, evLive2, evUpcoming1, evUpcoming2])
+evLive1 = ListItem("LIVE: Double XP Weekend", "Ends in 18h — participation 34%")
+evLive2 = ListItem("LIVE: Frost Raid Boss", "Ends in 3d — 12,400 kills so far")
+evUpcoming1 = ListItem("Upcoming: Season 9 Launch", "Starts in 5d")
+evUpcoming2 = ListItem("Upcoming: PvP Tournament Qualifiers", "Starts in 9d")
+reviewRow = Card([reportsCard, appealsCard], "sunk", "row", "m")
+reportsCard = Card([repTitle, repValue, repBtn], "card", "column", "xs")
+repTitle = TextContent("Player Reports Awaiting Review", "small")
+repValue = TextContent("312 pending", "large-heavy")
+repBtn = Button("Review reports")
+appealsCard = Card([appTitle, appValue, appBtn], "card", "column", "xs")
+appTitle = TextContent("Ban Appeals Awaiting Review", "small")
+appValue = TextContent("47 pending", "large-heavy")
+appBtn = Button("Review appeals")
+inflationChart = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [goldSeries, sinkSeries], "natural", "Week", "Millions of gold")
+goldSeries = Series("Gold generated", [410, 455, 480, 530, 590, 640, 720, 810])
+sinkSeries = Series("Gold removed (sinks)", [400, 430, 455, 480, 510, 545, 580, 610])
+experimentsSection = Card([expTitle, expTable], "card", "column", "m")
+expTitle = CardHeader("Running Experiments", "A/B test results so far")
+expTable = Table([expName, expVar, expResult, expSig])
+expName = Col("Experiment", ["EXP-118: Shop layout", "EXP-118: Shop layout", "EXP-121: Onboarding flow", "EXP-121: Onboarding flow"])
+expVar = Col("Variant", ["Control", "Grid layout", "Control", "Shortened tutorial"])
+expResult = Col("Key metric", ["+0.0% conversion", "+6.4% conversion", "+0.0% D7 retention", "+2.1% D7 retention"])
+expSig = Col("Significance", ["—", "98% (ship it)", "—", "82% (keep running)"])
+toolsSection = Card([toolsTitle, toolsRow], "sunk", "column", "m")
+toolsTitle = CardHeader("Live-Ops Actions", "Draft patch notes or ship an emergency hotfix")
+toolsRow = Card([patchDrawer, hotfixDialog], "clear", "row", "m")
+patchDrawer = DrawerBlock("Draft patch notes", "Patch Notes Draft", "Compose notes for the next release", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [patchVersionField, patchNotesField, patchAudienceField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "e.g. 2.4.2")
+patchNotesField = FormControl("Notes", patchNotesArea, "Markdown supported")
+patchNotesArea = TextArea("notes", "- Fixed crash on raid start\n- Balance: reduced Dragon Mount cost", 8)
+patchAudienceField = FormControl("Audience", patchAudienceRadio)
+patchAudienceRadio = RadioGroup("audience", [audAll, audBeta])
+audAll = RadioItem("All players", "Publish to live channels", "all")
+audBeta = RadioItem("Beta only", "Internal + beta testers", "beta")
+patchButtons = Buttons([patchSave, patchCancel])
+patchSave = Button("Save draft", null, "primary")
+patchCancel = Button("Cancel", null, "tertiary")
+hotfixDialog = AlertDialogBlock("Ship hotfix", "Deploy hotfix to all regions?", "This restarts game servers in a rolling deploy (~4 min). Players keep sessions where possible.", "Ship hotfix", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..4e7e19f6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r1.txt
@@ -0,0 +1,66 @@
+root = Card([header, andonAlert, kpisRow, oeeBlock, unitsBlock, linesTable, defectChart, downtimeChart, maintList, stockBlock, deliveriesTable, shiftChart, safetyBlock, qualityList, energyBlock, woTable, schedForm, lineFocus, exportBtn])
+header = CardHeader("Factory Floor Supervisor Console", "Plant 2 — Live overview, updated 14:32")
+andonAlert = Alert("ANDON: Line 3 — Torque fault on Station 7", "Maintenance team paged 3 min ago. Line running at reduced speed.", "destructive")
+kpisRow = Card([oeeBlock, unitsBlock], "clear", "row", "l")
+oeeBlock = Card([oeeHeader, oeeProg, oeeNote], "sunk", "column", "s")
+oeeHeader = CardHeader("Overall Equipment Effectiveness", "Availability x Performance x Quality")
+oeeProg = Progress(78.4, "OEE 78.4% (target 85%)")
+oeeNote = TextContent("Availability 91% · Performance 88% · Quality 98%", "small")
+unitsBlock = Card([unitsHeader, unitsProg, unitsNote], "sunk", "column", "s")
+unitsHeader = CardHeader("Units Produced Today", "Shift target: 4,800 units")
+unitsProg = Progress(81, "3,890 / 4,800 units (81%)")
+unitsNote = TextContent("On pace — projected 4,860 by end of shift", "small")
+linesTable = Table([lineName, lineRate, lineStatus])
+lineName = Col("Production Line", ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"])
+lineRate = Col("Rate (units/hr)", [142, 138, 96, 150, 145])
+lineStatus = Col("Status", ["Running", "Running", "Degraded — andon", "Running", "Changeover"])
+defectChart = LineChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4"], [defectSeries], "natural", "Past month", "Defect rate %")
+defectSeries = Series("Defect rate", [2.4, 2.1, 1.8, 2.0])
+downtimeChart = PieChart(["Mechanical", "Changeover", "Material shortage", "Planned maintenance", "Other"], [38, 22, 18, 15, 7], "donut")
+maintList = ListBlock([maint1, maint2, maint3])
+maint1 = ListItem("CNC Mill M-12", "Bearing inspection due in 2 days")
+maint2 = ListItem("Injection Molder IM-04", "Hydraulic seal replacement due in 4 days")
+maint3 = ListItem("Conveyor CV-09", "Belt tension check overdue by 1 day")
+stockBlock = Card([stockHeader, stockSteel, stockResin, stockPack], "sunk", "column", "s")
+stockHeader = CardHeader("Raw Material Stock", "Days of supply remaining")
+stockSteel = Progress(64, "Steel — 12.8 days")
+stockResin = Progress(38, "Resin — 7.6 days (reorder)")
+stockPack = Progress(82, "Packaging — 16.4 days")
+deliveriesTable = Table([delSupplier, delMaterial, delDay, delQty])
+delSupplier = Col("Supplier", ["Apex Metals", "PolyChem", "PackRight", "Apex Metals"])
+delMaterial = Col("Material", ["Steel coils", "Resin pellets", "Cartons", "Steel sheet"])
+delDay = Col("Due", ["Tue", "Wed", "Thu", "Fri"])
+delQty = Col("Quantity", ["24 t", "18 t", "40,000 pcs", "12 t"])
+shiftChart = BarChart(["Shift A (06-14)", "Shift B (14-22)", "Shift C (22-06)"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Output today", [1650, 1380, 860])
+safetyBlock = Card([safetyHeader, safetyNote], "sunk", "column", "s")
+safetyHeader = CardHeader("Safety", "Incidents this year: 3 (2 minor, 1 recordable)")
+safetyNote = TextContent("47 days since last incident. Best streak this year: 62 days.", "small-heavy")
+qualityList = ListBlock([qh1, qh2])
+qh1 = ListItem("Batch B-2214 — brackets", "Held: dimensional out-of-tolerance, awaiting lab")
+qh2 = ListItem("Batch B-2219 — housings", "Held: surface finish defect, supplier review")
+energyBlock = Card([energyHeader, energyProg], "sunk", "column", "s")
+energyHeader = CardHeader("Energy Use Today", "2,140 kWh consumed so far")
+energyProg = Progress(71, "71% of typical daily budget (3,000 kWh)")
+woTable = Table([woId, woDesc, woPriority])
+woId = Col("Work Order", ["WO-1042", "WO-1043", "WO-1044", "WO-1045"])
+woDesc = Col("Description", ["Bracket run — 2,000 pcs", "Housing run — 1,500 pcs", "Rework batch B-2214", "Prototype pilot — 50 pcs"])
+woPriority = Col("Priority", ["High", "Medium", "Urgent", "Low"])
+schedForm = Form("schedule-maintenance", schedButtons, [schedMachine, schedDate])
+schedMachine = FormControl("Machine", schedMachineSelect)
+schedMachineSelect = Select("machine", [mOpt1, mOpt2, mOpt3], "Select machine")
+mOpt1 = SelectItem("cnc-m12", "CNC Mill M-12")
+mOpt2 = SelectItem("im-04", "Injection Molder IM-04")
+mOpt3 = SelectItem("cv-09", "Conveyor CV-09")
+schedDate = FormControl("Maintenance date", schedDatePicker)
+schedDatePicker = DatePicker("maintenance_date", "single")
+schedButtons = Buttons([schedSubmit])
+schedSubmit = Button("Schedule maintenance", null, "primary")
+lineFocus = Tabs([focusL1, focusL2, focusL3])
+focusL1 = TabItem("line1", "Focus: Line 1", [focusL1Text])
+focusL1Text = TextContent("Line 1 — 142 units/hr, running, OEE 84%, next changeover 16:00.", "default")
+focusL2 = TabItem("line2", "Focus: Line 2", [focusL2Text])
+focusL2Text = TextContent("Line 2 — 138 units/hr, running, OEE 81%, operator: J. Ramos.", "default")
+focusL3 = TabItem("line3", "Focus: Line 3", [focusL3Text])
+focusL3Text = TextContent("Line 3 — DEGRADED: torque fault Station 7, running at 96 units/hr. Andon active, maintenance en route.", "default")
+exportBtn = Button("Export shift report (PDF)")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..114135217
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r2.txt
@@ -0,0 +1,96 @@
+root = Card([header, andonInfo, andonWarn, kpiRow, lineTabs, midRow, stockCard, deliveriesTable, shiftCard, bottomRow, maintForm, exportBtn], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant 2 — Live overview, 14:32 | Shift B active")
+andonInfo = Callout("info", "Andon — Line 2", "Cycle time deviation detected on Station 4. Maintenance notified.")
+andonWarn = Callout("warning", "Andon — Line 3", "Conveyor jam cleared after 6 min. Watch for recurrence.")
+kpiRow = Card([oeeCard, unitsCard, safetyCard, energyCard], "clear", "row", "m", "stretch", "between")
+oeeCard = Card([oeeHead, oeeProg, oeeNote], "card", "column", "s")
+oeeHead = CardHeader("OEE", "Overall Equipment Effectiveness")
+oeeProg = Progress(78, "78% — target 85%")
+oeeNote = TextContent("Availability 91% · Performance 88% · Quality 97%", "small")
+unitsCard = Card([unitsHead, unitsProg, unitsNote], "card", "column", "s")
+unitsHead = CardHeader("Units Today", "Produced vs daily target")
+unitsProg = Progress(84, "4,180 / 5,000 units")
+unitsNote = TextContent("820 units remaining · on pace to hit target by 21:40", "small")
+safetyCard = Card([safeHead, safeText, safeDays], "card", "column", "s")
+safeHead = CardHeader("Safety", "Incidents this year")
+safeText = TextContent("**3 incidents** YTD (1 minor injury, 2 near misses)", "large")
+safeDays = TextContent("✅ 47 days since last incident", "small")
+energyCard = Card([energyHead, energyProg, energyNote], "card", "column", "s")
+energyHead = CardHeader("Energy Today", "kWh consumption vs budget")
+energyProg = Progress(62, "6,240 / 10,000 kWh")
+energyNote = TextContent("Peak draw 640 kW at 11:20 · within budget", "small")
+lineTabs = Tabs([tabL1, tabL2, tabL3])
+tabL1 = TabItem("line1", "Line 1 — Running", [l1Rate, l1Status])
+l1Rate = Progress(92, "Rate: 184 units/hr (92% of rated speed)")
+l1Status = TextContent("Status: **Running** · 6 operators · SKU AX-210 · 0 stoppages this shift", "small")
+tabL2 = TabItem("line2", "Line 2 — Warning", [l2Rate, l2Status])
+l2Rate = Progress(71, "Rate: 142 units/hr (71% of rated speed)")
+l2Status = TextContent("Status: **Running degraded** · 5 operators · SKU AX-310 · cycle time deviation at Station 4", "small")
+tabL3 = TabItem("line3", "Line 3 — Stopped", [l3Rate, l3Status])
+l3Rate = Progress(0, "Rate: 0 units/hr")
+l3Status = TextContent("Status: **Stopped** · conveyor jam cleared 14:05, awaiting QA clearance to restart · est. 10 min", "small")
+midRow = Card([defectCard, downtimeCard], "clear", "row", "m", "stretch")
+defectCard = Card([defectHead, defectChart], "card", "column", "s")
+defectHead = CardHeader("Defect Rate", "Past 30 days (%)")
+defectChart = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [defectSeries], "natural", "Date", "Defect %")
+defectSeries = Series("Defect rate %", [2.8, 2.4, 3.1, 2.6, 2.2, 3.4, 2.9])
+downtimeCard = Card([dtHead, dtChart], "card", "column", "s")
+dtHead = CardHeader("Downtime by Cause", "This month (hours)")
+dtChart = PieChart(["Mechanical failure", "Changeover", "Material shortage", "Planned maintenance", "Operator absence"], [11.5, 8.2, 5.6, 6.0, 2.1], "donut")
+stockCard = Card([stockHead, steelProg, resinProg, packProg], "card", "column", "s")
+stockHead = CardHeader("Raw Material Stock", "Days of supply remaining")
+steelProg = Progress(68, "Steel coil — 14.2 t (6.8 days)")
+resinProg = Progress(34, "Resin pellets — 3.1 t (3.4 days) — reorder triggered")
+packProg = Progress(82, "Packaging — 18,400 units (8.2 days)")
+deliveriesTable = Card([delHead, delTable], "card", "column", "s")
+delHead = CardHeader("Supplier Deliveries Due This Week", "Inbound logistics")
+delTable = Table([delSup, delMat, delQty, delEta, delStat])
+delSup = Col("Supplier", ["Apex Steel Co.", "PolyResin Ltd.", "PackRight GmbH", "Apex Steel Co."])
+delMat = Col("Material", ["Steel coil", "Resin pellets", "Packaging", "Steel coil"])
+delQty = Col("Qty", ["8.0 t", "5.0 t", "12,000 units", "6.5 t"])
+delEta = Col("ETA", ["Tue 09:00", "Wed 14:00", "Thu 08:30", "Fri 11:00"])
+delStat = Col("Status", ["Confirmed", "Confirmed", "In transit", "Pending"])
+shiftCard = Card([shiftHead, shiftChart], "card", "column", "s")
+shiftHead = CardHeader("Shift Output Comparison", "Units produced today")
+shiftChart = BarChart(["Shift A (06–14)", "Shift B (14–22)", "Shift C (22–06, prev.)"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units produced", [2140, 1730, 2310])
+bottomRow = Card([maintCard, holdCard, woCard], "clear", "row", "m", "stretch")
+maintCard = Card([maintHead, maintTable], "card", "column", "s")
+maintHead = CardHeader("Machines Due for Maintenance", "Next 14 days")
+maintTable = Table([mMach, mTask, mDue])
+mMach = Col("Machine", ["Press P-104", "CNC M-207", "Conveyor C-3", "Welder W-112"])
+mTask = Col("Task", ["Hydraulic seal replacement", "Spindle calibration", "Belt tension check", "Torch assembly service"])
+mDue = Col("Due", ["Tomorrow", "In 3 days", "In 6 days", "In 12 days"])
+holdCard = Card([holdHead, holdTable], "card", "column", "s")
+holdHead = CardHeader("Batches on Quality Hold", "Awaiting QA disposition")
+holdTable = Table([hBatch, hLine, hReason])
+hBatch = Col("Batch", ["B-8841", "B-8839", "B-8833"])
+hLine = Col("Line", ["Line 2", "Line 1", "Line 3"])
+hReason = Col("Reason", ["Dimensional variance", "Surface finish defect", "Label misprint"])
+woCard = Card([woHead, woTable], "card", "column", "s")
+woHead = CardHeader("Open Work Orders", "By priority")
+woTable = Table([wId, wDesc, wPrio])
+wId = Col("WO#", ["WO-4412", "WO-4415", "WO-4408", "WO-4419"])
+wDesc = Col("Description", ["Press P-104 hydraulic repair", "Rebuild Station 4 actuator", "Replace forklift charger", "Repaint safety walkways"])
+wPrio = Col("Priority", ["Critical", "High", "Medium", "Low"])
+maintForm = Card([mfHead, mfForm], "card", "column", "s")
+mfHead = CardHeader("Schedule Maintenance", "Create a maintenance slot")
+mfForm = Form("schedule-maintenance", mfButtons, [mfMach, mfDate, mfType])
+mfMach = FormControl("Machine", mfMachSel)
+mfMachSel = Select("machine", [ms1, ms2, ms3, ms4], "Select a machine")
+ms1 = SelectItem("p104", "Press P-104")
+ms2 = SelectItem("m207", "CNC M-207")
+ms3 = SelectItem("c3", "Conveyor C-3")
+ms4 = SelectItem("w112", "Welder W-112")
+mfDate = FormControl("Date", mfDatePick)
+mfDatePick = DatePicker("date", "single")
+mfType = FormControl("Maintenance type", mfTypeRadio)
+mfTypeRadio = RadioGroup("type", [mtPrev, mtCorr])
+mtPrev = RadioItem("Preventive", "Scheduled routine service", "preventive")
+mtCorr = RadioItem("Corrective", "Repair of a known fault", "corrective")
+mfButtons = Buttons([mfSubmit, mfCancel])
+mfSubmit = Button("Schedule maintenance", null, "primary")
+mfCancel = Button("Clear", null, "tertiary")
+exportBtn = Buttons([expCsv, expPdf], "row")
+expCsv = Button("Export shift report (CSV)", null, "primary")
+expPdf = Button("Export shift report (PDF)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..4e111a746
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r3.txt
@@ -0,0 +1,74 @@
+root = Card([header, andon, kpis, prodProgress, safety, lineTabs, defectTrend, chartsRow, maintSection, stockSection, deliveries, shifts, quality, energy, workOrders, schedForm, actions])
+header = CardHeader("Factory Floor Console", "Plant 2 — Supervisor view — Live")
+andon = Callout("error", "Andon Alert — Line 3", "Torque fault at Station 7. Line stopped 4 min ago. Maintenance notified.")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["OEE", "Units vs Target", "Energy Today", "Safety Incidents YTD", "Days Since Last Incident", "Batches on Quality Hold"])
+kpiValue = Col("Value", ["78.4%", "8,420 / 10,000", "1,240 kWh", "6", "47", "3"])
+kpiNote = Col("Note", ["Availability 91% · Performance 88% · Quality 97.9%", "84% of shift target", "vs 1,380 kWh avg", "2 recordable, 4 first-aid", "Last: minor hand injury, Line 1", "QC review pending"])
+prodProgress = Progress(84, "Units produced today: 8,420 / 10,000")
+safety = Alert("Safety", "6 incidents YTD — 47 days since last incident. Target: 90 days.", "warning")
+lineTabs = Tabs([tabL1, tabL2, tabL3, tabL4])
+tabL1 = TabItem("line1", "Line 1 — Running", [l1Table])
+l1Table = Table([l1c1, l1c2])
+l1c1 = Col("Field", ["Status", "Rate", "Shift Output"])
+l1c2 = Col("Value", ["Running", "142 units/hr", "2,610"])
+tabL2 = TabItem("line2", "Line 2 — Running", [l2Table])
+l2Table = Table([l2c1, l2c2])
+l2c1 = Col("Field", ["Status", "Rate", "Shift Output"])
+l2c2 = Col("Value", ["Running", "138 units/hr", "2,480"])
+tabL3 = TabItem("line3", "Line 3 — STOPPED", [l3Table])
+l3Table = Table([l3c1, l3c2])
+l3c1 = Col("Field", ["Status", "Rate", "Shift Output"])
+l3c2 = Col("Value", ["Stopped — andon", "0 units/hr", "1,540"])
+tabL4 = TabItem("line4", "Line 4 — Idle", [l4Table])
+l4Table = Table([l4c1, l4c2])
+l4c1 = Col("Field", ["Status", "Rate", "Shift Output"])
+l4c2 = Col("Value", ["Idle — changeover", "0 units/hr", "1,790"])
+defectTrend = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Week (past month)", "Defect rate %")
+defectSeries = Series("Defect rate", [2.8, 2.4, 2.6, 2.1])
+chartsRow = Card([downtimeChart, energyChart], "clear", "row", "l")
+downtimeChart = PieChart(["Mechanical", "Changeover", "Material shortage", "Planned maintenance", "Other"], [38, 22, 15, 18, 7], "donut")
+energyChart = AreaChart(["06:00", "09:00", "12:00", "15:00", "18:00"], [energySeries], "natural", "Time", "kWh")
+energySeries = Series("Energy use", [180, 260, 310, 290, 200])
+maintSection = SectionBlock([maintItem, stockItem, holdItem], true)
+maintItem = SectionItem("maint", "Machines Due for Maintenance", [maintTable])
+maintTable = Table([mMachine, mDue, mType])
+mMachine = Col("Machine", ["Press P-12", "CNC C-04", "Conveyor CV-2", "Welder W-09"])
+mDue = Col("Due", ["Tomorrow", "In 3 days", "In 5 days", "Overdue 2 days"])
+mType = Col("Type", ["Hydraulic service", "Spindle calibration", "Belt replacement", "Electrical inspection"])
+stockItem = SectionItem("stock", "Raw Material Stock", [stockTable])
+stockTable = Table([sMat, sLevel, sStatus])
+sMat = Col("Material", ["Steel", "Resin", "Packaging"])
+sLevel = Col("On Hand", ["42 t (68%)", "8.5 t (34%)", "12,400 units (81%)"])
+sStatus = Col("Status", ["OK", "Low — reorder", "OK"])
+holdItem = SectionItem("hold", "Batches on Quality Hold", [holdTable])
+holdTable = Table([hBatch, hReason, hAge])
+hBatch = Col("Batch", ["B-2214", "B-2219", "B-2221"])
+hReason = Col("Reason", ["Dimensional out-of-spec", "Contamination suspect", "Label mismatch"])
+hAge = Col("Age", ["2 days", "1 day", "6 hrs"])
+deliveries = ListBlock([del1, del2, del3])
+del1 = ListItem("Tue — SteelCo", "25 t steel coil, Dock 2", null, "Confirm")
+del2 = ListItem("Wed — PolyResin Ltd", "6 t resin pellets, Dock 1", null, "Confirm")
+del3 = ListItem("Fri — PackRight", "10,000 cartons, Dock 3", null, "Confirm")
+shifts = BarChart(["Shift A", "Shift B", "Shift C"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Output", [3240, 2980, 2200])
+quality = TagBlock(["B-2214: HOLD", "B-2219: HOLD", "B-2221: HOLD"])
+energy = TextContent("Energy use today: 1,240 kWh — 10% below daily average. Peak load 310 kWh at 12:00.", "small")
+workOrders = Table([woId, woDesc, woPriority])
+woId = Col("WO#", ["WO-1042", "WO-1043", "WO-1044", "WO-1045"])
+woDesc = Col("Description", ["Replace conveyor belt CV-2", "Welder electrical inspection", "Press P-12 hydraulic service", "Recalibrate QC vision system"])
+woPriority = Col("Priority", ["High", "High", "Medium", "Low"])
+schedForm = Form("schedule-maintenance", schedButtons, [schedMachine, schedDate])
+schedMachine = FormControl("Machine", schedMachineSelect)
+schedMachineSelect = Select("machine", [sm1, sm2, sm3, sm4], "Select machine")
+sm1 = SelectItem("p12", "Press P-12")
+sm2 = SelectItem("c04", "CNC C-04")
+sm3 = SelectItem("cv2", "Conveyor CV-2")
+sm4 = SelectItem("w09", "Welder W-09")
+schedDate = FormControl("Maintenance date", schedDatePicker)
+schedDatePicker = DatePicker("date", "single")
+schedButtons = Buttons([schedSubmit])
+schedSubmit = Button("Schedule maintenance", null, "primary")
+actions = Buttons([exportBtn, andonBtn])
+exportBtn = Button("Export shift report", null, "primary")
+andonBtn = Button("Trigger andon", null, "secondary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..0a4477995
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-plant__r4.txt
@@ -0,0 +1,64 @@
+root = Card([header, andon, kpis, tabs, actions])
+header = CardHeader("Factory Floor Supervisor Console", "Plant 2 — Live shift overview")
+andon = Alert("ANDON: Line C stopped", "Torque fault on station C-4. Maintenance dispatched 4 min ago. Line B running at reduced speed.", "destructive")
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("KPI", ["OEE (overall)", "Units produced", "Today's target", "Safety incidents YTD", "Days since last incident", "Energy use today", "Batches on quality hold"])
+kpiValue = Col("Value", ["82.4%", "8,742", "10,500", "3", "47", "1,284 kWh", "5"])
+kpiNote = Col("Status", ["Above 80% goal", "83% of target", "1,758 remaining", "2 minor, 1 recordable", "Best streak this year", "On pace vs. avg", "Awaiting QA review"])
+tabs = Tabs([tabLines, tabQuality, tabMaintenance, tabSupply, tabShifts, tabWorkOrders])
+tabLines = TabItem("lines", "Production Lines", [linesTable, lineFocus, lineOutput])
+linesTable = Table([lineName, lineRate, lineStatus])
+lineName = Col("Line", ["Line A", "Line B", "Line C", "Line D"])
+lineRate = Col("Rate (units/hr)", [412, 268, 0, 395])
+lineStatus = Col("Status", ["Running", "Reduced speed", "Stopped — andon", "Running"])
+lineFocus = Select("focus_line", [focusA, focusB, focusC, focusD], "Focus on one line")
+focusA = SelectItem("line-a", "Line A")
+focusB = SelectItem("line-b", "Line B")
+focusC = SelectItem("line-c", "Line C")
+focusD = SelectItem("line-d", "Line D")
+lineOutput = BarChart(["Line A", "Line B", "Line C", "Line D"], [lineOutSeries], "grouped", "Line", "Units today")
+lineOutSeries = Series("Units", [2980, 1740, 1130, 2892])
+tabQuality = TabItem("quality", "Quality & Downtime", [defectTrend, downtimeSplit, holdsList])
+defectTrend = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Past month (week)", "Defect rate %")
+defectSeries = Series("Defect rate", [2.4, 2.1, 2.6, 1.9])
+downtimeSplit = PieChart(["Changeover", "Mechanical", "Material shortage", "Planned maintenance", "Other"], [22, 38, 15, 18, 7], "donut")
+holdsList = ListBlock([hold1, hold2, hold3, hold4, hold5])
+hold1 = ListItem("Batch B-2214", "Resin lot viscosity out of spec")
+hold2 = ListItem("Batch B-2219", "Weld seam visual defect")
+hold3 = ListItem("Batch B-2223", "Packaging seal failure")
+hold4 = ListItem("Batch B-2227", "Dimensional tolerance breach")
+hold5 = ListItem("Batch B-2231", "Coating thickness low")
+tabMaintenance = TabItem("maintenance", "Maintenance", [maintTable, schedForm])
+maintTable = Table([mMach, mDue, mTask])
+mMach = Col("Machine", ["Press P-2", "CNC M-7", "Conveyor CV-1", "Robot R-3"])
+mDue = Col("Due", ["Tomorrow", "In 3 days", "In 5 days", "Overdue 2 days"])
+mTask = Col("Task", ["Hydraulic seal replacement", "Spindle bearing check", "Belt tensioning", "Calibration"])
+schedForm = Form("schedule-maintenance", schedButtons, [schedMachine, schedDate])
+schedMachine = FormControl("Machine", schedMachineInput)
+schedMachineInput = Select("machine", [sm1, sm2, sm3, sm4], "Select machine")
+sm1 = SelectItem("press-p2", "Press P-2")
+sm2 = SelectItem("cnc-m7", "CNC M-7")
+sm3 = SelectItem("conveyor-cv1", "Conveyor CV-1")
+sm4 = SelectItem("robot-r3", "Robot R-3")
+schedDate = FormControl("Maintenance date", schedDatePicker)
+schedDatePicker = DatePicker("maint_date", "single")
+schedButtons = Buttons([schedSubmit])
+schedSubmit = Button("Schedule maintenance", null, "primary")
+tabSupply = TabItem("supply", "Stock & Deliveries", [stockChart, deliveriesTable])
+stockChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [stockSeries], "grouped", "Material", "Stock (%)")
+stockSeries = Series("Stock level", [68, 42, 81])
+deliveriesTable = Table([dSup, dMat, dDay])
+dSup = Col("Supplier", ["Apex Metals", "PolyChem", "PackRight", "Apex Metals"])
+dMat = Col("Material", ["Steel coils", "Resin pellets", "Cartons", "Steel sheets"])
+dDay = Col("Due", ["Tuesday", "Wednesday", "Thursday", "Friday"])
+tabShifts = TabItem("shifts", "Shifts", [shiftChart])
+shiftChart = BarChart(["Shift 1 (06-14)", "Shift 2 (14-22)", "Shift 3 (22-06)"], [shiftSeries], "grouped", "Shift", "Units produced")
+shiftSeries = Series("Output", [3420, 3185, 2137])
+tabWorkOrders = TabItem("workorders", "Work Orders", [woTable])
+woTable = Table([woId, woDesc, woPri])
+woId = Col("WO #", ["WO-1042", "WO-1045", "WO-1048", "WO-1051", "WO-1053"])
+woDesc = Col("Description", ["Run 2,000 housings", "Retool Line B jig", "Rework batch B-2219", "QA sample pull", "Packaging changeover"])
+woPri = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+actions = Buttons([exportBtn, ackBtn])
+exportBtn = Button("Export shift report", null, "primary")
+ackBtn = Button("Acknowledge andon", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..51cdbb733
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r1.txt
@@ -0,0 +1,98 @@
+root = Card([header, liveRow, tabs, flagsSection, promoteSection], "card", "column", "l")
+header = CardHeader("StreamOps — Operations Room", "Live platform overview · updated just now")
+liveRow = Card([liveViewers, bufferGauge, recoGauge], "sunk", "row", "l", "stretch", "start", true)
+liveViewers = Card([liveHeader, liveNum, liveNote], "card", "column", "s")
+liveHeader = CardHeader("Watching right now", "Concurrent viewers")
+liveNum = TextContent("1,284,306", "large-heavy")
+liveNote = TextContent("+4.2% vs same time yesterday · peak today 1.41M", "small")
+bufferGauge = Card([bufHeader, bufValue, bufProgress], "card", "column", "s")
+bufHeader = CardHeader("Buffering rate", "Share of sessions with rebuffering")
+bufValue = TextContent("1.8%", "large-heavy")
+bufProgress = Progress(18, "Target < 2.5% — healthy")
+recoGauge = Card([recoHeader, recoValue, recoProgress], "card", "column", "s")
+recoHeader = CardHeader("Recommendation CTR", "Home-screen recs clicked")
+recoValue = TextContent("23.6%", "large-heavy")
+recoProgress = Progress(47, "Up from 21.1% last week")
+tabs = Tabs([tabContent, tabGrowth, tabPerf, tabCatalog])
+tabContent = TabItem("content", "Content", [topTitles, watchTrend, genreChart])
+tabGrowth = TabItem("growth", "Growth & Revenue", [subsChart, revenueChart, deviceChart, deadSearches])
+tabPerf = TabItem("performance", "Delivery", [regionHealth, regionFocus])
+tabCatalog = TabItem("catalog", "Catalog", [upcoming, expiring])
+topTitles = Card([ttHeader, ttTable], "card", "column", "s")
+ttHeader = CardHeader("Most-watched titles", "Hours streamed, last 7 days")
+ttTable = Table([ttName, ttHours, ttDelta])
+ttName = Col("Title", ["Midnight Harbor", "The Last Cartographer", "Static", "Golden Hour", "Paper Kingdoms"])
+ttHours = Col("Hours (M)", [18.4, 15.1, 12.7, 9.9, 8.2], "number")
+ttDelta = Col("WoW", ["+12%", "+31%", "-4%", "+6%", "+2%"])
+watchTrend = AreaChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4"], [wtSeries], "natural", "Past month", "Hours (M)")
+wtSeries = Series("Watch time", [52, 58, 55, 63])
+genreChart = RadarChart(["Drama", "Comedy", "Docs", "Sci-Fi", "Kids", "Reality"], [genreThis, genreLast])
+genreThis = Series("This month", [82, 64, 48, 71, 55, 39])
+genreLast = Series("Last month", [74, 60, 44, 58, 52, 41])
+subsChart = BarChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4"], [newSubs, cancels], "grouped", "Past month", "Subscribers (K)")
+newSubs = Series("New subscribers", [48, 52, 61, 57])
+cancels = Series("Cancellations", [21, 19, 24, 22])
+revenueChart = PieChart(["Basic", "Standard", "Premium", "Family"], [18, 41, 29, 12], "donut")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+deadSearches = Card([dsHeader, dsTable], "card", "column", "s")
+dsHeader = CardHeader("Searches with no playback", "Top zero-result sessions, last 7 days")
+dsTable = Table([dsTerm, dsCount])
+dsTerm = Col("Search term", ["saturday night live", "the bear season 4", "studio ghibli", "epl highlights", "dune part three"])
+dsCount = Col("Sessions", [4210, 3180, 2950, 2410, 1980], "number")
+regionHealth = Table([rhRegion, rhHealth, rhLatency, rhErrors])
+rhRegion = Col("Region", ["NA-East", "NA-West", "EU-Central", "LATAM", "APAC"])
+rhHealth = Col("Health", ["Good", "Good", "Degraded", "Good", "Good"])
+rhLatency = Col("p95 startup (ms)", [820, 790, 1480, 910, 860], "number")
+rhErrors = Col("Error rate", ["0.4%", "0.3%", "2.1%", "0.6%", "0.5%"])
+regionFocus = Card([rfHeader, rfForm], "sunk", "column", "s")
+rfHeader = CardHeader("Focus on one region", "Filter every panel on this screen")
+rfForm = Form("region-focus", rfButtons, [rfField])
+rfField = FormControl("Region", rfSelect, "Applies to all charts and tables")
+rfSelect = Select("region", [rfAll, rfNaE, rfNaW, rfEu, rfLatam, rfApac], "Choose a region")
+rfAll = SelectItem("all", "All regions")
+rfNaE = SelectItem("na-east", "NA-East")
+rfNaW = SelectItem("na-west", "NA-West")
+rfEu = SelectItem("eu-central", "EU-Central")
+rfLatam = SelectItem("latam", "LATAM")
+rfApac = SelectItem("apac", "APAC")
+rfButtons = Buttons([rfApply, rfReset])
+rfApply = Button("Apply region filter", null, "primary")
+rfReset = Button("Reset", null, "tertiary")
+upcoming = ListBlock([rel1, rel2, rel3, rel4])
+rel1 = ListItem("Dune: Part Three", "Original film · releases Mar 14")
+rel2 = ListItem("Midnight Harbor S2", "Original series · releases Mar 18")
+rel3 = ListItem("Chasing Tides", "Documentary · releases Mar 21")
+rel4 = ListItem("The Long Game", "Licensed series · releases Mar 27")
+expiring = Card([exHeader, exTable], "card", "column", "s")
+exHeader = CardHeader("Licenses expiring soon", "Renew or delist within 30 days")
+exTable = Table([exTitle, exDate, exViews])
+exTitle = Col("Title", ["Golden Hour", "Paper Kingdoms", "Retrograde", "City of Glass"])
+exDate = Col("Expires", ["Apr 2", "Apr 9", "Apr 15", "Apr 22"])
+exViews = Col("Hours last 30d (K)", [940, 610, 180, 420], "number")
+flagsSection = Card([flHeader, flSwitches], "card", "column", "s")
+flHeader = CardHeader("Feature flags", "Current state — toggle to change")
+flSwitches = SwitchGroup("feature-flags", [fl1, fl2, fl3, fl4, fl5], "sunk")
+fl1 = SwitchItem("New home ranking v2", "ML-ranked rails on home", "flag_ranking_v2", true)
+fl2 = SwitchItem("AV1 streaming", "AV1 codec on capable devices", "flag_av1", true)
+fl3 = SwitchItem("Skip recap", "One-tap recap skip", "flag_skip_recap", false)
+fl4 = SwitchItem("Group watch", "Synchronized co-viewing beta", "flag_group_watch", false)
+fl5 = SwitchItem("Smart downloads", "Auto-download next episode", "flag_smart_dl", true)
+promoteSection = Card([prHeader, prForm], "card", "column", "s")
+prHeader = CardHeader("Promote a title on the home screen", "Pin a title to the hero rail")
+prForm = Form("promote-title", prButtons, [prTitle, prSlot, prDates])
+prTitle = FormControl("Title", prTitleInput)
+prTitleInput = Select("title", [prT1, prT2, prT3, prT4], "Pick a title")
+prT1 = SelectItem("midnight-harbor", "Midnight Harbor")
+prT2 = SelectItem("last-cartographer", "The Last Cartographer")
+prT3 = SelectItem("dune-3", "Dune: Part Three")
+prT4 = SelectItem("chasing-tides", "Chasing Tides")
+prSlot = FormControl("Placement", prSlotRadio)
+prSlotRadio = RadioGroup("slot", [prHero, prRail, prBanner], "hero")
+prHero = RadioItem("Hero banner", "Top of home, full width", "hero")
+prRail = RadioItem("Featured rail", "First row under hero", "rail")
+prBanner = RadioItem("Promo banner", "Slim banner mid-page", "banner")
+prDates = FormControl("Campaign window", prDatePicker, "Start and end date for the promotion")
+prDatePicker = DatePicker("campaign_window", "range")
+prButtons = Buttons([prSubmit, prCancel])
+prSubmit = Button("Publish promotion", null, "primary")
+prCancel = Button("Discard", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..11aa4d108
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r2.txt
@@ -0,0 +1,103 @@
+root = Card([header, kpiRow, liveKpis, sep1, secContent, topTitlesTable, watchTrend, sep2, secGrowth, subsChart, revenuePie, devicePie, sep3, secPerf, genreRadar, bufferRadial, regionHealth, sep4, secEngagement, recoProgress, deadSearchTable, sep5, secPlanning, releasesList, expiringList, sep6, secOps, regionFocusForm, flagsList, promoteForm])
+
+header = CardHeader("StreamOps — Operations Room", "Live platform overview · updated 2 min ago")
+
+kpiRow = CardHeader("Key Live Metrics", "Right now across all regions")
+liveKpis = Table([kpiLabel, kpiValue, kpiDelta])
+kpiLabel = Col("Metric", ["Viewers watching now", "Concurrent streams peak (24h)", "Buffering rate", "Avg session length", "Active devices"])
+kpiValue = Col("Value", ["1,284,530", "1,942,110", "0.84%", "47 min", "2,316,804"])
+kpiDelta = Col("Δ vs yesterday", ["+3.2%", "+5.1%", "-0.06 pts", "+2 min", "+1.8%"])
+
+sep1 = Separator()
+
+secContent = CardHeader("Content Performance", "Top titles and monthly watch time")
+topTitlesTable = Table([titleCol, hoursCol, trendCol])
+titleCol = Col("Title", ["Midnight Harbor", "The Last Cartographer", "Static Bloom", "Iron Orchard", "Paper Satellites"])
+hoursCol = Col("Hours watched (7d)", ["4,210,000", "3,480,000", "2,915,000", "2,340,000", "1,980,000"], "number")
+trendCol = Col("Week-over-week", ["+12%", "+31%", "-4%", "+8%", "+22%"])
+watchTrend = AreaChart(["W1", "W2", "W3", "W4"], [watchSeries], "natural", "Past month (weeks)", "Hours (millions)")
+watchSeries = Series("Watch time", [38.2, 41.5, 44.1, 46.8])
+
+sep2 = Separator()
+
+secGrowth = CardHeader("Growth & Monetization", "Subscribers, revenue and devices")
+subsChart = BarChart(["W1", "W2", "W3", "W4"], [newSubs, cancels], "grouped", "Past month (weeks)", "Subscribers")
+newSubs = Series("New subscribers", [48200, 51900, 47300, 55600])
+cancels = Series("Cancellations", [18400, 17200, 19800, 16100])
+revenuePie = PieChart(["Basic (ads)", "Standard", "Premium", "Family"], [18, 42, 27, 13], "donut")
+devicePie = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+
+sep3 = Separator()
+
+secPerf = CardHeader("Performance & Delivery", "Genres, buffering and regional health")
+genreRadar = RadarChart(["Drama", "Comedy", "Action", "Docs", "Kids", "Sci-Fi"], [genreThis, genreLast])
+genreThis = Series("This month", [88, 72, 79, 64, 58, 83])
+genreLast = Series("Last month", [80, 75, 71, 60, 62, 74])
+bufferRadial = RadialChart(["NA-East", "NA-West", "EU-Central", "EU-North", "APAC", "LATAM"], [0.6, 0.9, 0.7, 0.5, 1.4, 1.8])
+regionHealth = Table([regionCol, uptimeCol, latencyCol, statusCol])
+regionCol = Col("Region", ["NA-East", "NA-West", "EU-Central", "EU-North", "APAC", "LATAM"])
+uptimeCol = Col("Uptime (30d)", ["99.99%", "99.97%", "99.98%", "99.99%", "99.91%", "99.85%"])
+latencyCol = Col("Median startup (ms)", [820, 940, 780, 810, 1210, 1430], "number")
+statusCol = Col("Status", ["Healthy", "Healthy", "Healthy", "Healthy", "Degraded", "Degraded"])
+
+sep4 = Separator()
+
+secEngagement = CardHeader("Discovery & Engagement", "Recommendations and failed searches")
+recoProgress = Progress(23, "Recommendation click-through rate: 23% of shown recommendations are played")
+deadSearchTable = Table([searchCol, countCol, reasonCol])
+searchCol = Col("Search term", ["champions leage", "that 90s show", "dune part tree", "barbie heimer", "bluey s4"])
+countCol = Col("No-playback sessions", [12400, 9800, 8600, 7400, 6100], "number")
+reasonCol = Col("Likely cause", ["Misspelling — rights not held", "Rights not held", "Misspelling of upcoming release", "Rights not held", "Not yet released"])
+
+sep5 = Separator()
+
+secPlanning = CardHeader("Catalog Planning", "Upcoming releases and expiring licenses")
+releasesList = ListBlock([rel1, rel2, rel3, rel4])
+rel1 = ListItem("Dune: Part Tree", "Original film · Releases Apr 12", null, "View details")
+rel2 = ListItem("Midnight Harbor S3", "Original series · Releases Apr 18", null, "View details")
+rel3 = ListItem("Static Bloom: Director's Cut", "Licensed · Releases Apr 21", null, "View details")
+rel4 = ListItem("Bluey Season 4", "Licensed kids · Releases Apr 27", null, "View details")
+expiringList = ListBlock([exp1, exp2, exp3])
+exp1 = ListItem("Iron Orchard (S1–S2)", "License expires in 9 days · 2.3M hrs/mo at risk", null, "Renew")
+exp2 = ListItem("Paper Satellites", "License expires in 14 days · 1.9M hrs/mo at risk", null, "Renew")
+exp3 = ListItem("That 90s Show", "License expires in 21 days · high search demand", null, "Renew")
+
+sep6 = Separator()
+
+secOps = CardHeader("Operations Controls", "Region focus, feature flags and home screen promotion")
+
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionField])
+regionField = FormControl("Focus dashboard on one region", regionSelect, "All KPIs and charts above will filter to the selected region")
+regionSelect = Select("region", [regAll, regNaE, regNaW, regEuC, regEuN, regApac, regLatam], "Choose a region", null, "all")
+regAll = SelectItem("all", "All regions")
+regNaE = SelectItem("na-east", "NA-East")
+regNaW = SelectItem("na-west", "NA-West")
+regEuC = SelectItem("eu-central", "EU-Central")
+regEuN = SelectItem("eu-north", "EU-North")
+regApac = SelectItem("apac", "APAC")
+regLatam = SelectItem("latam", "LATAM")
+regionFocusButtons = Buttons([regionApply])
+regionApply = Button("Apply region focus", null, "primary")
+
+flagsList = Table([flagCol, flagStateCol, flagRolloutCol])
+flagCol = Col("Feature flag", ["new_player_ui", "av1_encoding", "smart_downloads", "social_watch_party", "kids_profile_v2", "ad_pod_optimization"])
+flagStateCol = Col("State", ["On", "On", "On", "Off", "Rolling out", "Off"])
+flagRolloutCol = Col("Rollout", ["100%", "65%", "40%", "0%", "25%", "0%"])
+
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField, promoteDateField])
+promoteTitleField = FormControl("Title to promote", promoteTitleSelect)
+promoteTitleSelect = Select("title", [promo1, promo2, promo3, promo4], "Choose a title")
+promo1 = SelectItem("midnight-harbor", "Midnight Harbor")
+promo2 = SelectItem("last-cartographer", "The Last Cartographer")
+promo3 = SelectItem("static-bloom", "Static Bloom")
+promo4 = SelectItem("dune-part-tree", "Dune: Part Tree")
+promoteSlotField = FormControl("Home screen slot", promoteSlotSelect, "Hero banner reaches ~90% of daily actives")
+promoteSlotSelect = Select("slot", [slotHero, slotRow1, slotBillboard], "Choose placement")
+slotHero = SelectItem("hero", "Hero banner (top)")
+slotRow1 = SelectItem("row1", "First content row")
+slotBillboard = SelectItem("billboard", "Billboard card")
+promoteDateField = FormControl("Promotion window", promoteDatePicker)
+promoteDatePicker = DatePicker("promo_window", "range")
+promoteButtons = Buttons([promoteSubmit, promoteCancel])
+promoteSubmit = Button("Promote to home screen", null, "primary")
+promoteCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..fc2505e69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r3.txt
@@ -0,0 +1,102 @@
+root = Card([header, liveRow, tabsBlock, regionFocus, flagsSection, promoteSection], "card", "column", "l")
+header = CardHeader("StreamOps — Operations Room", "Live overview · updated 30s ago")
+liveRow = Card([liveNow, bufferCard, ctrCard], "sunk", "row", "l", "stretch", "between", true)
+liveNow = Card([liveTitle, liveValue, liveSub], "card", "column", "xs")
+liveTitle = TextContent("Watching right now", "small")
+liveValue = TextContent("2,418,337 viewers", "large-heavy")
+liveSub = Badge("+4.2% vs last hour", "secondary")
+bufferCard = Card([bufferTitle, bufferBar, bufferNote], "card", "column", "xs")
+bufferTitle = TextContent("Buffering rate (6)", "small")
+bufferBar = Progress(1.8, "1.8% of sessions rebuffering")
+bufferNote = Badge("Within SLO (<2.5%)", "secondary")
+ctrCard = Card([ctrTitle, ctrBar, ctrNote], "card", "column", "xs")
+ctrTitle = TextContent("Recommendation clicks (10)", "small")
+ctrBar = Progress(23, "23% of shown recommendations clicked")
+ctrNote = Badge("Home rail CTR: 31%", "outline")
+tabsBlock = Tabs([tabContent, tabGrowth, tabInfra, tabSearch, tabBusiness])
+tabContent = TabItem("content", "Content", [topTitlesHeading, topTitles, releasesHeading, releasesList, licensesHeading, licensesTable])
+topTitlesHeading = Heading("Most-watched titles (2)", "h3")
+topTitles = Table([ttTitle, ttHours, ttTrend])
+ttTitle = Col("Title", ["Midnight Harbor", "The Last Cartographer", "Static Kids", "Iron Harvest", "Blue Monday"])
+ttHours = Col("Hours watched (7d)", [18400000, 14200000, 11900000, 9800000, 8400000], "number")
+ttTrend = Col("WoW", ["+12%", "+38%", "-3%", "+6%", "+21%"])
+releasesHeading = Heading("Releases this month (8)", "h3")
+releasesList = ListBlock([rel1, rel2, rel3, rel4])
+rel1 = ListItem("Ember City — Season 2", "Nov 8 · Original series")
+rel2 = ListItem("Paper Moons", "Nov 14 · Original film")
+rel3 = ListItem("Deep Field", "Nov 19 · Documentary")
+rel4 = ListItem("Neon Divide", "Nov 26 · Licensed series")
+licensesHeading = Heading("Licenses expiring soon (9)", "h3")
+licensesTable = Table([licTitle, licExpiry, licRisk])
+licTitle = Col("Title", ["Harbor Lights", "The Glass Key", "Winter Arc", "Cobalt Run"])
+licExpiry = Col("Expires", ["Dec 2, 2025", "Dec 9, 2025", "Dec 15, 2025", "Dec 28, 2025"])
+licRisk = Col("Catalog impact", ["High — top 50 title", "Medium", "Low", "Medium"])
+tabGrowth = TabItem("growth", "Growth", [watchHeading, watchChart, subsHeading, subsChart])
+watchHeading = Heading("Watch time — past 30 days (3)", "h3")
+watchChart = AreaChart(["Oct 6", "Oct 10", "Oct 14", "Oct 18", "Oct 22", "Oct 26", "Oct 30", "Nov 3"], [watchSeries], "natural", "Date", "Hours (millions)")
+watchSeries = Series("Watch hours", [38.2, 41.5, 39.8, 44.1, 46.7, 43.2, 48.9, 51.3])
+subsHeading = Heading("New subscribers vs cancellations (4)", "h3")
+subsChart = BarChart(["W1", "W2", "W3", "W4"], [newSubs, cancels], "grouped", "Week", "Subscribers")
+newSubs = Series("New subscribers", [48200, 51600, 44900, 58300])
+cancels = Series("Cancellations", [21400, 19800, 23100, 20600])
+tabInfra = TabItem("infra", "Infrastructure", [genreHeading, genreChart, regionHeading, regionTable])
+genreHeading = Heading("Performance by genre (5)", "h3")
+genreChart = HorizontalBarChart(["Drama", "Comedy", "Documentary", "Sci-Fi", "Kids", "Reality"], [genreSeries], null, "Genre", "Hours (millions, 7d)")
+genreSeries = Series("Hours watched", [22.4, 14.8, 9.6, 12.1, 8.3, 6.9])
+regionHeading = Heading("Delivery health by region (7)", "h3")
+regionTable = Table([rgName, rgBitrate, rgRebuf, rgStatus])
+rgName = Col("Region", ["NA-East", "NA-West", "EU-Central", "EU-North", "APAC", "LATAM"])
+rgBitrate = Col("Avg bitrate (Mbps)", [8.4, 8.1, 7.9, 8.2, 6.3, 5.8], "number")
+rgRebuf = Col("Rebuffering %", [1.2, 1.5, 1.4, 1.1, 2.9, 3.4], "number")
+rgStatus = Col("Status", ["Healthy", "Healthy", "Healthy", "Healthy", "Degraded", "Degraded"])
+tabSearch = TabItem("discovery", "Discovery", [deadSearchHeading, deadSearches])
+deadSearchHeading = Heading("Searches ending without playback (11)", "h3")
+deadSearches = ListBlock([ds1, ds2, ds3, ds4, ds5])
+ds1 = ListItem("\"champions league live\"", "14,210 searches · 0% playback — no sports rights")
+ds2 = ListItem("\"studio ghibli\"", "9,840 searches · license expired Oct 30")
+ds3 = ListItem("\"the office us\"", "7,120 searches · not in catalog")
+ds4 = ListItem("\"4k dolby vision demo\"", "3,260 searches · no matching content")
+ds5 = ListItem("\"barbie movie\"", "2,980 searches · licensed to competitor")
+tabBusiness = TabItem("business", "Business", [revHeading, revChart, devHeading, devChart])
+revHeading = Heading("Revenue split by plan (12)", "h3")
+revChart = PieChart(["Standard w/ Ads", "Standard", "Premium 4K", "Family"], [18, 34, 31, 17], "donut")
+devHeading = Heading("Viewing split by device (13)", "h3")
+devChart = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region (14)", regionSelect, "Filters all dashboard metrics to one region")
+regionSelect = Select("region", [rsAll, rsNaE, rsNaW, rsEuC, rsEuN, rsApac, rsLatam], "Select a region")
+rsAll = SelectItem("all", "All regions")
+rsNaE = SelectItem("na-east", "NA-East")
+rsNaW = SelectItem("na-west", "NA-West")
+rsEuC = SelectItem("eu-central", "EU-Central")
+rsEuN = SelectItem("eu-north", "EU-North")
+rsApac = SelectItem("apac", "APAC")
+rsLatam = SelectItem("latam", "LATAM")
+regionButtons = Buttons([regionApply, regionReset])
+regionApply = Button("Apply focus", null, "primary")
+regionReset = Button("Reset", null, "tertiary")
+flagsSection = Card([flagsHeading, flagsGroup], "sunk", "column", "m")
+flagsHeading = Heading("Feature flags (15)", "h3")
+flagsGroup = SwitchGroup("feature_flags", [ff1, ff2, ff3, ff4, ff5], "clear")
+ff1 = SwitchItem("New recommendation engine v3", "Serving 40% of traffic", "reco_v3", true)
+ff2 = SwitchItem("AV1 streaming rollout", "4K titles only", "av1_rollout", true)
+ff3 = SwitchItem("Redesigned home rails", "Internal QA only", "home_rails_v2", false)
+ff4 = SwitchItem("Skip-intro on all devices", "GA candidate", "skip_intro", true)
+ff5 = SwitchItem("Downloads on ad plan", "Legal review pending", "ads_downloads", false)
+promoteSection = Card([promoteHeading, promoteForm], "sunk", "column", "m")
+promoteHeading = Heading("Promote a title to home (16)", "h3")
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField])
+promoteTitleField = FormControl("Title", promoteTitleSelect)
+promoteTitleSelect = Select("title", [pt1, pt2, pt3, pt4], "Choose a title")
+pt1 = SelectItem("midnight-harbor", "Midnight Harbor")
+pt2 = SelectItem("ember-city", "Ember City — Season 2")
+pt3 = SelectItem("paper-moons", "Paper Moons")
+pt4 = SelectItem("deep-field", "Deep Field")
+promoteSlotField = FormControl("Home placement", promoteSlotRadio)
+promoteSlotRadio = RadioGroup("slot", [ps1, ps2, ps3], "hero")
+ps1 = RadioItem("Hero banner", "Top of home, full-bleed artwork", "hero")
+ps2 = RadioItem("First rail", "\"Featured now\" row", "rail1")
+ps3 = RadioItem("Trending boost", "Pinned #1 in Trending for 24h", "trending")
+promoteButtons = Buttons([promoteSubmit, promotePreview])
+promoteSubmit = Button("Promote to home", null, "primary")
+promotePreview = Button("Preview placement", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..be3be747d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-streaming__r4.txt
@@ -0,0 +1,108 @@
+root = Card([header, liveRow, tabs], "card", "column", "l")
+header = CardHeader("StreamOps — Operations Room", "Live overview · updated 2 min ago")
+liveRow = Card([liveViewers, bufferKpi, recoKpi], "sunk", "row", "l", "stretch", "between", true)
+liveViewers = Card([liveTitle, liveValue, liveSpark], "card", "column", "s")
+liveTitle = TextContent("Viewers watching right now", "small-heavy")
+liveValue = TextContent("1,284,930 concurrent viewers", "large-heavy")
+liveSpark = AreaChart(["12:00", "13:00", "14:00", "15:00", "16:00", "17:00"], [liveSeries], "natural", "Time", "Viewers (K)")
+liveSeries = Series("Live viewers", [940, 1010, 1120, 1180, 1260, 1285])
+bufferKpi = Card([bufferTitle, bufferBar, bufferNote], "card", "column", "s")
+bufferTitle = TextContent("Buffering rate (last hour)", "small-heavy")
+bufferBar = Progress(1.8, "1.8% of sessions — target < 2.5%")
+bufferNote = Callout("success", "Healthy", "Rebuffering within SLO across all CDNs.")
+recoKpi = Card([recoTitle, recoBar, recoNote], "card", "column", "s")
+recoTitle = TextContent("Recommendation click-through", "small-heavy")
+recoBar = Progress(23, "23% of impressions clicked")
+recoNote = TextContent("Home rail CTR 31% · Because-you-watched 18% · Trending 12%", "small")
+tabs = Tabs([tabContent, tabGrowth, tabPerf, tabOps])
+tabContent = TabItem("content", "Content & Scheduling", [topTitles, monthTrend, releasesTable, licensesAlert, licensesTable, promoForm])
+topTitles = Card([topHeader, topChart], "sunk", "column", "m")
+topHeader = CardHeader("Most-watched titles", "Hours streamed, last 7 days")
+topChart = HorizontalBarChart(["Neon Harbor", "The Long Night", "Chef's Table: Seoul", "Orbital", "Laugh Track Live"], [topSeries], null, "Hours (M)", "Title")
+topSeries = Series("Hours watched", [42.1, 38.7, 29.4, 24.8, 19.2])
+monthTrend = Card([trendHeader, trendChart], "sunk", "column", "m")
+trendHeader = CardHeader("Watch time — past 30 days", "Total hours per day")
+trendChart = LineChart(["D1", "D5", "D9", "D13", "D17", "D21", "D25", "D29"], [trendSeries], "natural", "Day", "Hours (M)")
+trendSeries = Series("Watch time", [58, 61, 66, 63, 71, 74, 79, 82])
+releasesTable = Card([relHeader, relT], "sunk", "column", "m")
+relHeader = CardHeader("Releases coming this month", "Scheduled premieres")
+relT = Table([relTitle, relDate, relType])
+relTitle = Col("Title", ["Glass City S2", "Deepwater", "Midnight Bakery", "Frontier Nine"])
+relDate = Col("Release date", ["Jun 4", "Jun 11", "Jun 18", "Jun 25"])
+relType = Col("Type", ["Series", "Film", "Series", "Film"])
+licensesAlert = Alert("Licenses expiring soon", "4 titles leave the catalog within 30 days — renew or schedule takedown.", "warning")
+licensesTable = Table([licTitle, licExpiry, licRegion])
+licTitle = Col("Title", ["Harbor Blues", "Paper Kingdom", "Static", "Old Rivers"])
+licExpiry = Col("Expires", ["Jun 9", "Jun 14", "Jun 22", "Jun 30"])
+licRegion = Col("Regions", ["US, CA", "Global", "EU", "US"])
+promoForm = Card([promoHeader, promoF], "sunk", "column", "m")
+promoHeader = CardHeader("Promote a title on the home screen", "Adds a hero banner placement")
+promoF = Form("promote-title", promoButtons, [promoTitleField, promoSlotField, promoDateField])
+promoTitleField = FormControl("Title", promoTitleSelect)
+promoTitleSelect = Select("title", [promoOpt1, promoOpt2, promoOpt3], "Choose a title")
+promoOpt1 = SelectItem("neon-harbor", "Neon Harbor")
+promoOpt2 = SelectItem("orbital", "Orbital")
+promoOpt3 = SelectItem("glass-city-s2", "Glass City S2")
+promoSlotField = FormControl("Placement", promoSlotRadio)
+promoSlotRadio = RadioGroup("slot", [slotHero, slotRail], "hero")
+slotHero = RadioItem("Hero banner", "Top of home, full width", "hero")
+slotRail = RadioItem("Trending rail", "First row position", "rail")
+promoDateField = FormControl("Campaign dates", promoDates, "Start and end of the promotion")
+promoDates = DatePicker("campaign_dates", "range")
+promoButtons = Buttons([promoSubmit, promoCancel])
+promoSubmit = Button("Promote title", null, "primary")
+promoCancel = Button("Cancel", null, "tertiary")
+tabGrowth = TabItem("growth", "Growth & Revenue", [subsChart, revenueCard, searchCard])
+subsChart = Card([subsHeader, subsC], "sunk", "column", "m")
+subsHeader = CardHeader("New subscribers vs cancellations", "Weekly, last 8 weeks")
+subsC = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [subsNew, subsChurn], "grouped", "Week", "Subscribers (K)")
+subsNew = Series("New subscribers", [48, 52, 55, 51, 60, 63, 58, 66])
+subsChurn = Series("Cancellations", [21, 19, 24, 22, 20, 26, 23, 25])
+revenueCard = Card([revHeader, revChart], "sunk", "column", "m")
+revHeader = CardHeader("Revenue split by plan", "MRR contribution")
+revChart = PieChart(["Basic with ads", "Standard", "Premium 4K", "Family"], [18, 41, 29, 12], "donut")
+searchCard = Card([searchHeader, searchTable], "sunk", "column", "m")
+searchHeader = CardHeader("Searches that ended without playback", "Top zero-play queries, last 24h")
+searchTable = Table([searchQ, searchCount, searchRate])
+searchQ = Col("Query", ["space odyssey 2024", "that dragon show", "cooking italy", "noir detective", "kids space"])
+searchCount = Col("Searches", [4210, 3180, 2940, 2510, 1980])
+searchRate = Col("No-play rate", ["64%", "58%", "52%", "49%", "44%"])
+tabPerf = TabItem("performance", "Performance", [genreChart, deviceChart, regionHealth, regionForm])
+genreChart = Card([genreHeader, genreC], "sunk", "column", "m")
+genreHeader = CardHeader("Performance by genre", "Hours (M) vs completion rate (%)")
+genreC = RadarChart(["Drama", "Comedy", "Docs", "Sci-Fi", "Kids", "Reality"], [genreHours, genreCompletion])
+genreHours = Series("Hours watched (M)", [210, 160, 95, 140, 120, 85])
+genreCompletion = Series("Completion (%)", [72, 81, 64, 68, 77, 58])
+deviceChart = Card([deviceHeader, deviceC], "sunk", "column", "m")
+deviceHeader = CardHeader("Viewing split by device", "Share of total watch time")
+deviceC = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+regionHealth = Card([regionHeader, regionTable], "sunk", "column", "m")
+regionHeader = CardHeader("Delivery health by region", "CDN status and startup latency")
+regionTable = Table([regionName, regionStatus, regionLatency, regionErrors])
+regionName = Col("Region", ["North America", "Europe", "Latin America", "Asia-Pacific", "Middle East & Africa"])
+regionStatus = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+regionLatency = Col("Startup (s)", [1.2, 1.4, 2.9, 1.6, 1.8])
+regionErrors = Col("Error rate", ["0.4%", "0.5%", "1.9%", "0.6%", "0.7%"])
+regionForm = Card([regionFHeader, regionF], "sunk", "column", "m")
+regionFHeader = CardHeader("Focus on one region", "Filters all panels on this screen")
+regionF = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rNA, rEU, rLATAM, rAPAC, rMEA], "All regions")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rLATAM = SelectItem("latam", "Latin America")
+rAPAC = SelectItem("apac", "Asia-Pacific")
+rMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([regionApply, regionReset])
+regionApply = Button("Apply region focus", null, "primary")
+regionReset = Button("Reset to global", null, "secondary")
+tabOps = TabItem("ops", "Ops Controls", [flagsCard, flagsNote])
+flagsCard = Card([flagsHeader, flags], "sunk", "column", "m")
+flagsHeader = CardHeader("Feature flags", "Toggle state per flag")
+flags = SwitchGroup("feature_flags", [flag1, flag2, flag3, flag4, flag5], "card", ["new-player", "auto-next"])
+flag1 = SwitchItem("New video player", "Rollout at 40% of sessions", "new-player", true)
+flag2 = SwitchItem("Auto-play next episode", "Default on for series", "auto-next", true)
+flag3 = SwitchItem("AI search v2", "Semantic search ranking", "ai-search", false)
+flag4 = SwitchItem("Downloads on ad plan", "Pending legal review", "ads-download", false)
+flag5 = SwitchItem("Watch parties", "Group viewing beta", "watch-party", false)
+flagsNote = TextCallout("info", "Change management", "Flag changes propagate to clients within ~60 seconds and are logged to the audit trail.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r1.txt
new file mode 100644
index 000000000..99144a72f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r1.txt
@@ -0,0 +1,92 @@
+root = Card([header, deptSelect, semesterCompare, kpiCards, enrollChart, appsChart, acceptProgress, revenueCallout, courseFill, teachLoad, riskTable, scholarship, housing, events, givingChart, waitlist, actions, followUps])
+header = CardHeader("University Administration Overview", "Academic Year 2024-25 · Fall Semester")
+deptSelect = FormControl("Focus on one department", deptPicker, "Filters the dashboard view")
+deptPicker = Select("department", [deptAll, deptCS, deptBio, deptBus, deptEng], "Select department")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptBio = SelectItem("bio", "Biology")
+deptBus = SelectItem("bus", "Business")
+deptEng = SelectItem("eng", "Engineering")
+semesterCompare = Table([semMetric, semThis, semLast, semDelta])
+semMetric = Col("Metric", ["Enrollment", "Applications", "Acceptance Rate", "Avg Class Fill", "At-Risk Students"])
+semThis = Col("This Semester", ["12,480", "9,320", "38.4%", "87%", "214"])
+semLast = Col("Last Semester", ["12,150", "8,940", "40.1%", "84%", "231"])
+semDelta = Col("Change", ["+2.7%", "+4.3%", "-1.7 pts", "+3 pts", "-7.4%"])
+kpiCards = Card([kpiEnroll, kpiAccept, kpiRevenue], "sunk", "row", "l", "stretch", "between", true)
+kpiEnroll = Card([kpiEnrollTitle, kpiEnrollVal], "card", "column", "xs")
+kpiEnrollTitle = TextContent("Total Enrollment", "small")
+kpiEnrollVal = TextContent("12,480 students (+2.7% YoY)", "large-heavy")
+kpiAccept = Card([kpiAcceptTitle, kpiAcceptVal], "card", "column", "xs")
+kpiAcceptTitle = TextContent("Acceptance Rate", "small")
+kpiAcceptVal = TextContent("38.4%", "large-heavy")
+kpiRevenue = Card([kpiRevTitle, kpiRevVal], "card", "column", "xs")
+kpiRevTitle = TextContent("Tuition Revenue (This Year)", "small")
+kpiRevVal = TextContent("$184.2M", "large-heavy")
+enrollChart = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [10850, 11240, 11680, 12150, 12480])
+appsChart = BarChart(["Computer Science", "Business", "Engineering", "Biology", "Arts & Humanities"], [appsSeries], "grouped", "Program", "Applications")
+appsSeries = Series("Applications", [2840, 2210, 1980, 1340, 950])
+acceptProgress = Progress(38.4, "Acceptance rate: 38.4% (3,580 of 9,320 applicants admitted)")
+revenueCallout = Callout("success", "Tuition Revenue on Target", "$184.2M collected of $191.5M projected for 2024-25 (96.2% of goal).")
+courseFill = HorizontalBarChart(["CS 101 Intro", "CS 305 Algorithms", "BIO 210 Genetics", "BUS 320 Finance", "ENG 150 Statics", "ART 110 Drawing"], [fillSeries], "grouped", "Course", "% Full")
+fillSeries = Series("Capacity Filled %", [98, 92, 88, 85, 76, 64])
+teachLoad = Table([facName, facDept, facCourses, facStudents])
+facName = Col("Faculty Member", ["Dr. A. Rivera", "Dr. J. Chen", "Dr. M. Okafor", "Dr. S. Patel", "Dr. L. Novak"])
+facDept = Col("Department", ["Computer Science", "Biology", "Business", "Engineering", "Arts"])
+facCourses = Col("Courses", [4, 3, 3, 4, 2])
+facStudents = Col("Students Taught", [412, 286, 305, 338, 148])
+riskTable = Table([riskName, riskProgram, riskGPA, riskFlags])
+riskName = Col("Student", ["Student #1042", "Student #2218", "Student #0873", "Student #3390", "Student #1567"])
+riskProgram = Col("Program", ["Engineering", "Biology", "Business", "Computer Science", "Arts"])
+riskGPA = Col("GPA", [1.82, 1.95, 2.04, 1.71, 2.10])
+riskFlags = Col("Risk Flags", ["Attendance, Failed midterm", "Missing assignments", "Attendance", "Failed 2 courses", "Advising hold"])
+scholarship = Progress(72, "Scholarship budget used: $8.6M of $12.0M (72%)")
+housing = Progress(94, "Housing occupancy: 3,290 of 3,500 beds (94%)")
+events = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Fall Research Symposium", "Oct 12 · Grand Hall · 400 expected")
+ev2 = ListItem("Career & Internship Fair", "Oct 15 · Student Center · 60 employers")
+ev3 = ListItem("Homecoming Weekend", "Oct 18-20 · Campus-wide")
+ev4 = ListItem("Guest Lecture: AI Ethics", "Oct 24 · Auditorium B")
+givingChart = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "Alumni Giving ($M)")
+givingSeries = Series("Alumni Giving", [6.2, 7.8, 9.1, 11.4])
+waitlist = Table([wlProgram, wlCount])
+wlProgram = Col("Program", ["Computer Science", "Business", "Engineering", "Biology", "Arts & Humanities"])
+wlCount = Col("Waitlisted Students", [186, 142, 118, 74, 32])
+actions = Buttons([approveBtn, messageBtn])
+approveBtn = DialogBlock("Approve New Course", "New Course Approval", "Review and approve the proposed course below.", [courseForm], "default")
+courseForm = Form("course-approval", courseFormBtns, [cName, cCode, cDept, cCredits])
+cName = FormControl("Course title", cNameInput)
+cNameInput = Input("course_title", "e.g. Machine Learning Fundamentals")
+cCode = FormControl("Course code", cCodeInput)
+cCodeInput = Input("course_code", "e.g. CS 410")
+cDept = FormControl("Department", cDeptSelect)
+cDeptSelect = Select("course_dept", [cdCS, cdBio, cdBus, cdEng], "Choose department")
+cdCS = SelectItem("cs", "Computer Science")
+cdBio = SelectItem("bio", "Biology")
+cdBus = SelectItem("bus", "Business")
+cdEng = SelectItem("eng", "Engineering")
+cCredits = FormControl("Credit hours", cCreditsSlider)
+cCreditsSlider = Slider("credits", "discrete", 1, 6, 1, [3])
+courseFormBtns = Buttons([approveConfirm, approveCancel])
+approveConfirm = Button("Approve Course", null, "primary")
+approveCancel = Button("Reject", null, "destructive")
+messageBtn = DialogBlock("Message Student Group", "Send Message to Student Group", "Compose an announcement for a student group.", [msgForm], "secondary")
+msgForm = Form("group-message", msgFormBtns, [mGroup, mSubject, mBody])
+mGroup = FormControl("Recipient group", mGroupSelect)
+mGroupSelect = Select("group", [gAll, gAtRisk, gWaitlist, gScholars, gHousing], "Choose group")
+gAll = SelectItem("all", "All Students")
+gAtRisk = SelectItem("at_risk", "At-Risk Students")
+gWaitlist = SelectItem("waitlist", "Waitlisted Applicants")
+gScholars = SelectItem("scholars", "Scholarship Recipients")
+gHousing = SelectItem("housing", "On-Campus Residents")
+mSubject = FormControl("Subject", mSubjectInput)
+mSubjectInput = Input("subject", "Announcement subject")
+mBody = FormControl("Message", mBodyArea)
+mBodyArea = TextArea("message", "Write your message...", 5)
+msgFormBtns = Buttons([msgSend, msgCancel])
+msgSend = Button("Send Message", null, "primary")
+msgCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show details for at-risk students")
+fu2 = FollowUpItem("Break down tuition revenue by program")
+fu3 = FollowUpItem("Export this overview as a report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r2.txt
new file mode 100644
index 000000000..0b02406b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r2.txt
@@ -0,0 +1,71 @@
+root = Card([header, deptSelect, alertRisk, kpis, enrollTrend, appsChart, semCompare, fillChart, loadTable, riskTable, scholarship, housingGauge, waitlistTable, eventsList, givingChart, approveDialog, messageDialog], "card", "column", "l")
+header = CardHeader("University Administration Overview", "Fall 2024 Semester Dashboard")
+deptSelect = Select("department", [deptAll, deptCS, deptBus, deptEng, deptArts], "Focus on one department...", null, null, "large")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptBus = SelectItem("business", "Business")
+deptEng = SelectItem("engineering", "Engineering")
+deptArts = SelectItem("arts", "Arts & Humanities")
+alertRisk = Alert("Academic Risk Notice", "142 students are currently flagged at academic risk — up 8% from last semester.", "warning")
+kpiName = Col("Metric", ["Total Enrollment", "Acceptance Rate", "Tuition Revenue (This Year)", "Scholarship Budget Used", "Housing Occupancy"])
+kpiValue = Col("Value", ["18,420", "32.5%", "$96.4M", "78% ($7.8M of $10M)", "91% (3,640 / 4,000 beds)"])
+kpis = Table([kpiName, kpiValue])
+enrollTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [16200, 16850, 17400, 17900, 18420])
+appsChart = HorizontalBarChart(["Computer Science", "Business", "Engineering", "Arts & Humanities", "Nursing"], [appsSeries], "grouped", "Applications", "Program")
+appsSeries = Series("Applications", [4200, 3600, 3100, 2400, 1800])
+semCompare = BarChart(["Enrollment", "Applications", "Avg GPA x1000", "Retention % x100"], [semThis, semLast], "grouped", "Metric", "Value")
+semThis = Series("This Semester (Fall 2024)", [18420, 8900, 3120, 9250])
+semLast = Series("Last Semester (Spring 2024)", [18050, 8200, 3080, 9180])
+fillChart = BarChart(["CS101", "CS250", "BUS210", "ENG301", "ART110", "NUR220"], [capSeries, enrolledSeries], "grouped", "Course", "Seats")
+capSeries = Series("Capacity", [120, 60, 90, 45, 80, 40])
+enrolledSeries = Series("Enrolled", [118, 60, 72, 45, 54, 40])
+loadName = Col("Faculty Member", ["Dr. Alvarez", "Dr. Chen", "Dr. Okafor", "Dr. Smith", "Dr. Novak"])
+loadDept = Col("Department", ["Computer Science", "Business", "Engineering", "Arts & Humanities", "Nursing"])
+loadCourses = Col("Courses", [4, 3, 3, 2, 4], "number")
+loadStudents = Col("Students Taught", [310, 240, 180, 150, 160], "number")
+loadTable = Table([loadName, loadDept, loadCourses, loadStudents])
+riskName = Col("Student", ["J. Rivera", "T. Nguyen", "A. Patel", "M. Brooks", "S. Kim"])
+riskGPA = Col("GPA", [1.6, 1.8, 1.9, 2.0, 1.7], "number")
+riskReason = Col("Flag", ["Attendance", "Failed midterms", "Missing credits", "Attendance", "Failed midterms"])
+riskTable = Table([riskName, riskGPA, riskReason])
+scholarship = Progress(78, "Scholarship Budget Used: $7.8M of $10M")
+housingGauge = Progress(91, "Housing Occupancy: 3,640 of 4,000 beds filled")
+waitProg = Col("Program", ["Computer Science", "Nursing", "Business", "Engineering", "Arts & Humanities"])
+waitCount = Col("Waitlisted Students", [210, 145, 120, 85, 40], "number")
+waitlistTable = Table([waitProg, waitCount])
+ev1 = ListItem("Homecoming Game", "Oct 12 — Stadium, 7:00 PM")
+ev2 = ListItem("Career Fair", "Oct 15 — Student Union, 10:00 AM")
+ev3 = ListItem("Guest Lecture: AI Ethics", "Oct 18 — Hall B, 3:00 PM")
+ev4 = ListItem("Fall Concert", "Oct 24 — Arts Center, 8:00 PM")
+eventsList = ListBlock(evItems)
+evItems = [ev1, ev2, ev3, ev4]
+givingChart = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "USD (M)")
+givingSeries = Series("Alumni Giving", [4.2, 5.1, 5.8, 6.9])
+approveDialog = DialogBlock("Approve New Course", "New Course Approval", "Review and approve the proposed course below.", [courseForm], "default")
+courseForm = Form("approve-course", courseButtons, [courseTitle, courseDept, courseCredits])
+courseTitle = FormControl("Course Title", courseTitleInput)
+courseTitleInput = Input("title", "e.g. Machine Learning Foundations")
+courseDept = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("dept", [cdCS, cdBus, cdEng], "Select department")
+cdCS = SelectItem("cs", "Computer Science")
+cdBus = SelectItem("business", "Business")
+cdEng = SelectItem("engineering", "Engineering")
+courseCredits = FormControl("Credits", courseCreditsInput)
+courseCreditsInput = Input("credits", "3", "number")
+courseButtons = Buttons([approveBtn, rejectBtn])
+approveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Changes", null, "tertiary")
+messageDialog = DialogBlock("Message Student Group", "Send a Message", "Compose a message to a student group.", [msgForm], "default")
+msgForm = Form("send-message", msgButtons, [msgGroup, msgBody])
+msgGroup = FormControl("Student Group", msgGroupSelect)
+msgGroupSelect = Select("group", [gAll, gRisk, gSeniors, gHonors], "Select group")
+gAll = SelectItem("all", "All Students")
+gRisk = SelectItem("at-risk", "At-Risk Students")
+gSeniors = SelectItem("seniors", "Graduating Seniors")
+gHonors = SelectItem("honors", "Honors Program")
+msgBody = FormControl("Message", msgBodyInput, "Sent via campus email and portal")
+msgBodyInput = TextArea("message", "Type your announcement...", 5)
+msgButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send Message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r3.txt
new file mode 100644
index 000000000..98f43052c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r3.txt
@@ -0,0 +1,145 @@
+root = Card([header, deptPicker, kpiRow, enrollChart, semesterCompare, appChart, acceptKpi, tuitionBlock, courseFillTable, loadChart, riskTable, scholarshipBlock, housingBlock, waitlistTable, eventsList, alumniChart, actionRow, followups], "card", "column", "l")
+
+header = CardHeader("University Administrator Overview", "Fall 2025 · All campuses · Data as of this week")
+
+deptPicker = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus on a department", deptSelect, "Filters the overview to a single department")
+deptSelect = Select("department", [dAll, dCS, dBus, dEng, dArts, dNurse], "Choose a department")
+dAll = SelectItem("all", "All departments")
+dCS = SelectItem("cs", "Computer Science")
+dBus = SelectItem("bus", "Business")
+dEng = SelectItem("eng", "Engineering")
+dArts = SelectItem("arts", "Arts & Humanities")
+dNurse = SelectItem("nurse", "Nursing")
+deptButtons = Buttons([deptApply])
+deptApply = Button("Apply department focus", null, "primary", "normal", "small")
+
+kpiRow = Card([kpiEnroll, kpiAccept, kpiTuition], "sunk", "row", "m", "stretch", "evenly", true)
+kpiEnroll = TextContent("**Total enrollment: 18,742 students** (+3.1% vs last year)")
+kpiAccept = TextContent("**Acceptance rate: 42.6%** (8,915 admitted of 20,930 applicants)")
+kpiTuition = TextContent("**Tuition revenue FY25: $214.6M** (96% of $223.5M target)")
+
+enrollChart = Card([enrollHead, enrollLine], "card", "column", "s")
+enrollHead = CardHeader("1 · Total Enrollment — 5-Year Trend")
+enrollLine = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollSeries], "natural", "Academic year", "Students")
+enrollSeries = Series("Enrollment", [16840, 17210, 17460, 18180, 18742])
+
+semesterCompare = Card([semHead, semChart], "card", "column", "s")
+semHead = CardHeader("13 · This Semester vs Last Semester")
+semChart = BarChart(["Enrollment", "Applications", "Retention %", "Avg class size"], [semThis, semLast], "grouped", "Metric", "Value")
+semThis = Series("Fall 2025", [18742, 20930, 91.2, 27])
+semLast = Series("Spring 2025", [18180, 18410, 89.6, 29])
+
+appChart = Card([appHead, appBars], "card", "column", "s")
+appHead = CardHeader("2 · Applications by Program")
+appBars = HorizontalBarChart(["Computer Science", "Business", "Engineering", "Nursing", "Arts & Humanities"], [appSeries], "grouped", "Program", "Applications")
+appSeries = Series("Applications", [5240, 4610, 3980, 2870, 2230])
+
+acceptKpi = Progress(42.6, "3 · Acceptance rate — 8,915 admitted of 20,930 applicants")
+
+tuitionBlock = Card([tuiHead, tuiProgress, tuiNote], "card", "column", "s")
+tuiHead = CardHeader("4 · Tuition Revenue — This Year")
+tuiProgress = Progress(96, "$214.6M collected of $223.5M annual target")
+tuiNote = TextContent("Undergraduate $168.2M · Graduate $46.4M. Outstanding balances: $8.9M, mostly payment plans on schedule.", "small")
+
+courseFillTable = Card([fillHead, fillTable], "card", "column", "s")
+fillHead = CardHeader("5 · Course Offering Fill Rates")
+fillTable = Table([fillCourse, fillCap, fillEnrolled, fillPct])
+fillCourse = Col("Course", ["CS 101 Intro to Programming", "BUS 210 Accounting I", "ENG 305 Thermodynamics", "NUR 220 Clinical Practice", "ART 150 Design Foundations", "CS 410 Machine Learning"])
+fillCap = Col("Capacity", [200, 160, 120, 80, 90, 60], "number")
+fillEnrolled = Col("Enrolled", [198, 151, 104, 80, 63, 60], "number")
+fillPct = Col("Fill %", ["99%", "94%", "87%", "100%", "70%", "100%"])
+
+loadChart = Card([loadHead, loadBars], "card", "column", "s")
+loadHead = CardHeader("6 · Teaching Load by Faculty Member (credit hours)")
+loadBars = BarChart(["Dr. Alvarez", "Dr. Chen", "Prof. Okafor", "Dr. Lindqvist", "Dr. Marino", "Prof. Reyes"], [loadSeries], "grouped", "Faculty", "Credit hours")
+loadSeries = Series("Credit hours", [12, 9, 15, 6, 12, 9])
+
+riskTable = Card([riskHead, riskAlert, riskTbl], "card", "column", "s")
+riskHead = CardHeader("7 · Students at Academic Risk")
+riskAlert = Alert("67 students flagged", "Flagged for GPA below 2.0, attendance under 70%, or two or more failing midterms. Advisors notified.", "warning")
+riskTbl = Table([riskName, riskProgram, riskGpa, riskFlag])
+riskName = Col("Student", ["J. Thompson", "M. Osei", "L. Garcia", "R. Kim", "A. Novak", "S. Patel"])
+riskProgram = Col("Program", ["Business", "Engineering", "Arts & Humanities", "Computer Science", "Nursing", "Business"])
+riskGpa = Col("GPA", [1.7, 1.9, 1.8, 1.5, 1.9, 1.6], "number")
+riskFlag = Col("Primary flag", ["Failing midterms", "Attendance 62%", "GPA decline", "Attendance 55%", "Failing midterms", "GPA decline"])
+
+scholarshipBlock = Card([schHead, schProgress], "card", "column", "s")
+schHead = CardHeader("8 · Scholarship Budget — Used vs Total")
+schProgress = Progress(78, "$12.5M disbursed of $16.0M annual scholarship budget")
+
+housingBlock = Card([houseHead, houseStack, houseNote], "card", "column", "s")
+houseHead = CardHeader("9 · Housing Occupancy")
+houseStack = SingleStackedBarChart(["Occupied beds", "Available beds"], [3410, 390])
+houseNote = TextContent("3,410 of 3,800 beds occupied (89.7%). North Hall is at full capacity; West Hall has 240 open beds.", "small")
+
+waitlistTable = Card([wlHead, wlTbl], "card", "column", "s")
+wlHead = CardHeader("14 · Waitlisted Students per Program")
+wlTbl = Table([wlProg, wlCount, wlTrend])
+wlProg = Col("Program", ["Computer Science", "Nursing", "Business", "Engineering", "Arts & Humanities"])
+wlCount = Col("Waitlisted", [412, 268, 190, 145, 60], "number")
+wlTrend = Col("vs last year", ["+18%", "+9%", "-4%", "+6%", "-11%"])
+
+eventsList = Card([evHead, evList], "card", "column", "s")
+evHead = CardHeader("10 · Campus Events This Month")
+evList = ListBlock([ev1, ev2, ev3, ev4, ev5])
+ev1 = ListItem("Fall Career Fair", "Oct 14 · Grand Hall · 120 employers registered")
+ev2 = ListItem("Homecoming Weekend", "Oct 18–19 · Stadium & Alumni Center")
+ev3 = ListItem("Research Symposium", "Oct 21 · Science Building · 85 poster presentations")
+ev4 = ListItem("Guest Lecture: AI Ethics", "Oct 23 · Auditorium B · Open to public")
+ev5 = ListItem("Student Wellness Day", "Oct 28 · Campus Green · Free health screenings")
+
+alumniChart = Card([alHead, alBars], "card", "column", "s")
+alHead = CardHeader("11 · Alumni Giving — Past Four Years")
+alBars = BarChart(["2022", "2023", "2024", "2025"], [alSeries], "grouped", "Year", "USD (millions)")
+alSeries = Series("Alumni giving ($M)", [18.2, 21.5, 19.8, 24.6])
+
+actionRow = Card([actHead, actButtons], "card", "column", "s")
+actHead = CardHeader("Actions", "Approve a new course or message a student group")
+actButtons = Buttons([courseDialog, msgDialog])
+
+courseDialog = DialogBlock("Approve a new course", "15 · New Course Approval", "Review and approve the proposed course below.", [courseForm])
+courseForm = Form("course-approval", courseFormButtons, [cfName, cfDept, cfCredits, cfDesc, cfDecision])
+cfName = FormControl("Course title", cfNameInput)
+cfNameInput = Input("course_title", "e.g. CS 425 Applied Deep Learning")
+cfDept = FormControl("Department", cfDeptSelect)
+cfDeptSelect = Select("course_dept", [cdCS, cdBus, cdEng, cdArts, cdNurse], "Select department")
+cdCS = SelectItem("cs", "Computer Science")
+cdBus = SelectItem("bus", "Business")
+cdEng = SelectItem("eng", "Engineering")
+cdArts = SelectItem("arts", "Arts & Humanities")
+cdNurse = SelectItem("nurse", "Nursing")
+cfCredits = FormControl("Credit hours", cfCreditsInput, "1–6 credit hours")
+cfCreditsInput = Input("credits", "3", "number")
+cfDesc = FormControl("Course description", cfDescArea)
+cfDescArea = TextArea("description", "Brief catalog description and learning outcomes", 4)
+cfDecision = FormControl("Decision", cfDecisionRadio)
+cfDecisionRadio = RadioGroup("decision", [decApprove, decRevise], "approve")
+decApprove = RadioItem("Approve", "Add to next semester catalog", "approve")
+decRevise = RadioItem("Request revisions", "Send back to the department", "revise")
+courseFormButtons = Buttons([cfSubmit, cfCancel])
+cfSubmit = Button("Submit decision", null, "primary")
+cfCancel = Button("Cancel", null, "tertiary")
+
+msgDialog = DialogBlock("Message a student group", "16 · Send Message to Student Group", "Compose an announcement delivered by email and portal notification.", [msgForm])
+msgForm = Form("group-message", msgFormButtons, [mgGroup, mgSubject, mgBody])
+mgGroup = FormControl("Recipient group", mgGroupSelect)
+mgGroupSelect = Select("group", [gAll, gAtRisk, gCS, gGrads, gHousing, gScholars], "Choose a group")
+gAll = SelectItem("all", "All enrolled students")
+gAtRisk = SelectItem("at_risk", "Students at academic risk (67)")
+gCS = SelectItem("cs_majors", "Computer Science majors")
+gGrads = SelectItem("grads", "Graduating seniors")
+gHousing = SelectItem("housing", "On-campus residents")
+gScholars = SelectItem("scholars", "Scholarship recipients")
+mgSubject = FormControl("Subject", mgSubjectInput)
+mgSubjectInput = Input("subject", "e.g. Advising appointments now open")
+mgBody = FormControl("Message", mgBodyArea)
+mgBodyArea = TextArea("message", "Write your announcement…", 5)
+msgFormButtons = Buttons([mgSend, mgCancel])
+mgSend = Button("Send message", null, "primary")
+mgCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show details for the Computer Science department")
+fu2 = FollowUpItem("List all 67 students at academic risk")
+fu3 = FollowUpItem("Break down tuition revenue by program")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/kimi/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r4.txt
new file mode 100644
index 000000000..f945f2221
--- /dev/null
+++ b/benchmarks/openui-bench/raw/kimi/openui__b5-university__r4.txt
@@ -0,0 +1,95 @@
+root = Card([header, deptFocus, kpiRow, sec1, sec2, sec3, sec4, actions], "card", "column", "l")
+header = CardHeader("University Administration Overview", "Academic Year 2024–25 · Fall Semester")
+
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus on department", deptSelect, "Filters the dashboard to one department")
+deptSelect = Select("department", [dAll, dCS, dBio, dEcon, dEng, dMath], "All departments")
+dAll = SelectItem("all", "All departments")
+dCS = SelectItem("cs", "Computer Science")
+dBio = SelectItem("bio", "Biology")
+dEcon = SelectItem("econ", "Economics")
+dEng = SelectItem("eng", "Engineering")
+dMath = SelectItem("math", "Mathematics")
+deptButtons = Buttons([deptApply])
+deptApply = Button("Apply filter", null, "primary")
+
+kpiRow = Card([kEnroll, kAccept, kTuition, kHousing], "sunk", "row", "l", "stretch", "between", true)
+kEnroll = Card([kEnrollH, kEnrollV], "card", "column", "xs")
+kEnrollH = TextContent("Total Enrollment", "small")
+kEnrollV = TextContent("12,480 students (+3.2% YoY)", "large-heavy")
+kAccept = Card([kAcceptH, kAcceptV], "card", "column", "xs")
+kAcceptH = TextContent("Acceptance Rate", "small")
+kAcceptV = TextContent("27.4%", "large-heavy")
+kTuition = Card([kTuitionH, kTuitionV], "card", "column", "xs")
+kTuitionH = TextContent("Tuition Revenue (This Year)", "small")
+kTuitionV = TextContent("$186.4M", "large-heavy")
+kHousing = Card([kHousingH, kHousingV], "card", "column", "xs")
+kHousingH = TextContent("Housing Occupancy", "small")
+kHousingV = TextContent("94% of 4,200 beds", "large-heavy")
+
+sec1 = SectionBlock([sEnroll, sApps, sSemester, sWaitlist], true)
+sEnroll = SectionItem("enroll", "1 · Enrollment Trend — 5 Years", [enrollChart])
+enrollChart = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total enrollment", [10850, 11230, 11680, 12090, 12480])
+sApps = SectionItem("apps", "2 · Applications by Program", [appsChart])
+appsChart = BarChart(["CompSci", "Biology", "Economics", "Engineering", "Mathematics"], [appsSeries], "grouped", "Program", "Applications")
+appsSeries = Series("Applications", [8200, 5400, 6100, 7300, 2900])
+sSemester = SectionItem("semester", "13 · This Semester vs Last", [semChart])
+semChart = BarChart(["Enrollment", "Applications", "Retention %", "Avg GPA x10"], [semThis, semLast], "grouped", "Metric", "Value")
+semThis = Series("Fall 2024", [12480, 29900, 91, 33])
+semLast = Series("Fall 2023", [12090, 27400, 89, 32])
+sWaitlist = SectionItem("waitlist", "14 · Waitlisted Students per Program", [waitTable])
+waitTable = Table([waitProg, waitCount, waitCap])
+waitProg = Col("Program", ["Computer Science", "Biology", "Economics", "Engineering", "Mathematics"])
+waitCount = Col("Waitlisted", [412, 188, 240, 305, 96], "number")
+waitCap = Col("Seats Available", [40, 25, 30, 45, 20], "number")
+
+sec2 = SectionBlock([sCourses, sFaculty, sRisk], true)
+sCourses = SectionItem("courses", "5 · Course Offering Fullness", [courseChart])
+courseChart = HorizontalBarChart(["CS 101", "BIO 210", "ECON 301", "ENG 150", "MATH 220", "CS 340"], [courseSeries], "grouped", "% Full", "Course")
+courseSeries = Series("Enrollment % of capacity", [98, 87, 92, 74, 81, 100])
+sFaculty = SectionItem("faculty", "6 · Teaching Load by Faculty Member", [facChart])
+facChart = HorizontalBarChart(["Dr. Alvarez", "Dr. Chen", "Dr. Okafor", "Dr. Smith", "Dr. Novak", "Dr. Park"], [facSeries], "grouped", "Credit Hours", "Faculty")
+facSeries = Series("Credit hours this semester", [12, 9, 15, 6, 12, 9])
+sRisk = SectionItem("risk", "7 · Students at Academic Risk", [riskTable, riskNote])
+riskTable = Table([riskId, riskProg, riskGpa, riskFlag])
+riskId = Col("Student ID", ["STU-1042", "STU-2217", "STU-0893", "STU-3301", "STU-1568"])
+riskProg = Col("Program", ["Economics", "Computer Science", "Biology", "Engineering", "Mathematics"])
+riskGpa = Col("GPA", [1.8, 1.9, 2.0, 1.7, 2.1], "number")
+riskFlag = Col("Flag", ["Probation", "Advising", "Attendance", "Probation", "Advising"])
+riskNote = Callout("warning", "5 students flagged", "Advisors have been notified; 2 students are on academic probation.")
+
+sec3 = SectionBlock([sScholar, sHousing, sAlumni], true)
+sScholar = SectionItem("scholar", "8 · Scholarship Budget Usage", [scholarBar, scholarText])
+scholarBar = Progress(72, "$14.4M of $20M awarded")
+scholarText = TextContent("$5.6M remaining for spring awards.", "small")
+sHousing = SectionItem("housing", "9 · Housing Occupancy", [housingChart])
+housingChart = PieChart(["Occupied", "Available", "Maintenance"], [3948, 172, 80], "donut")
+sAlumni = SectionItem("alumni", "11 · Alumni Giving — Past 4 Years", [alumniChart])
+alumniChart = AreaChart(["2021", "2022", "2023", "2024"], [alumniSeries], "natural", "Year", "USD (millions)")
+alumniSeries = Series("Alumni giving", [8.2, 9.6, 11.3, 12.8])
+
+sec4 = SectionBlock([sEvents], true)
+sEvents = SectionItem("events", "10 · Campus Events This Month", [eventsList])
+eventsList = ListBlock([ev1, ev2, ev3, ev4])
+ev1 = ListItem("Homecoming Weekend", "Oct 12–14 · Alumni Stadium · 8,000 expected")
+ev2 = ListItem("Career Fair", "Oct 17 · Student Center · 120 employers")
+ev3 = ListItem("Research Symposium", "Oct 21 · Science Hall · Open to public")
+ev4 = ListItem("Fall Concert", "Oct 26 · Arts Auditorium · Ticketed")
+
+actions = Card([actHeader, actRow], "sunk", "column", "m")
+actHeader = CardHeader("Actions", "15 · Approve a new course · 16 · Message a student group")
+actRow = Buttons([approveCourse, msgGroup])
+approveCourse = AlertDialogBlock("Approve New Course", "Approve CS 470: Machine Learning Systems?", "Submitted by Dr. Chen · 4 credit hours · Capacity 60 · Meets accreditation requirements.", "Approve course", "Cancel")
+msgGroup = DialogBlock("Message Student Group", "Send a Message", "Compose a message to a student group.", [msgForm], "default")
+msgForm = Form("group-message", msgButtons, [msgGroupField, msgBodyField])
+msgGroupField = FormControl("Recipient group", msgGroupSelect)
+msgGroupSelect = Select("group", [gAll, gRisk, gScholars, gSeniors], "Choose a group")
+gAll = SelectItem("all", "All students")
+gRisk = SelectItem("at-risk", "At-risk students")
+gScholars = SelectItem("scholars", "Scholarship recipients")
+gSeniors = SelectItem("seniors", "Graduating seniors")
+msgBodyField = FormControl("Message", msgBody)
+msgBody = TextArea("message", "Write your message...", 4)
+msgButtons = Buttons([msgSend])
+msgSend = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..791522d5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,5 @@
+Single invoice view with amount, currency, due date and instant payment — ready for your client:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Freelance Invoicing"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice-001","components":[{"component":"Card","id":"root","direction":"column","gap":"m","children":["header","amountCard","dueDateCard","tableCard","payButtons","footerNote"]},{"component":"CardHeader","id":"header","title":"Invoice #INV-2026-084","subtitle":"From: Alex Rivera Studio — Brand & Product Design • For: Meridian Co."},{"component":"Card","id":"amountCard","variant":"sunk","direction":"column","gap":"s","children":["amountLabel","amountValue","currencyRow","statusRow"]},{"component":"Card","id":"dueDateCard","variant":"card","direction":"column","gap":"xs","children":["dueDateHeader","dueDateContent","dueDateSub","dueDateAlert"]},{"component":"Card","id":"tableCard","variant":"card","direction":"column","gap":"s","children":["tableHeader","invoiceTable"]},{"component":"Buttons","id":"payButtons","direction":"column","buttons":["payNowBtn","downloadBtn"]},{"component":"TextContent","id":"footerNote","text":"Secure payment via Stripe • Questions? hello@alexrivera.studio • Due upon receipt after due date a 1.5% monthly fee applies","size":"small"},{"component":"TextContent","id":"amountLabel","text":"AMOUNT DUE","size":"small"},{"component":"Heading","id":"amountValue","text":"$2,450.00","level":"h1"},{"component":"Card","id":"currencyRow","variant":"clear","direction":"row","gap":"s","children":["currencyTag","currencyDetail"]},{"component":"Card","id":"statusRow","variant":"clear","direction":"row","gap":"s","children":["dueBadge","statusBadge"]},{"component":"TextContent","id":"dueDateHeader","text":"Due Date","size":"small-heavy"},{"component":"Heading","id":"dueDateContent","text":"Friday, May 30, 2026","level":"h3"},{"component":"TextContent","id":"dueDateSub","text":"Due by 11:59 PM ET • Net 15 • Late fee applies after due date","size":"small"},{"component":"Alert","id":"dueDateAlert","title":"Due in 5 days","description":"Pay now to avoid late fees and keep your project on schedule.","variant":"warning"},{"component":"CardHeader","id":"tableHeader","title":"Invoice Details","subtitle":"Project: Brand Identity Refresh — May 2026"},{"component":"Table","id":"invoiceTable","columns":["colDesc","colQty","colRate","colAmt"]},{"component":"Tag","id":"currencyTag","text":"USD","variant":"info","size":"md"},{"component":"TextContent","id":"currencyDetail","text":"United States Dollar • All amounts in USD","size":"small"},{"component":"Badge","id":"dueBadge","text":"Due in 5 days","variant":"secondary"},{"component":"Badge","id":"statusBadge","text":"Unpaid","variant":"destructive"},{"component":"Col","id":"colDesc","label":"Description","data":["Brand Strategy Workshop","Visual Identity & Logo System","Website Design — 6 pages","Revisions & Handoff"],"type":"string"},{"component":"Col","id":"colQty","label":"Qty","data":[1,1,1,1],"type":"number"},{"component":"Col","id":"colRate","label":"Rate","data":["$600","$1,000","$750","$100"],"type":"string"},{"component":"Col","id":"colAmt","label":"Amount","data":["$600.00","$1,000.00","$750.00","$100.00"],"type":"string"},{"component":"Button","id":"payNowBtn","label":"Pay $2,450.00 USD Now","variant":"primary","size":"large"},{"component":"Button","id":"downloadBtn","label":"Download PDF","variant":"secondary","size":"medium"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..8dca86829
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,5 @@
+Your invoice is ready — review and pay securely below.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"freelance-invoice-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Freelance Invoice"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"freelance-invoice-001","components":[{"component":"Card","id":"root","children":["invoiceHeader","alertDue","amountCard","detailsGrid","lineItemsCard","summaryCard","payCard","footerNote"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"invoiceHeader","title":"Invoice #INV-2024-087","subtitle":"From: Alex Morgan — Brand & Web Design  •  To: Acme Co. (Sarah Chen)"},{"component":"Alert","id":"alertDue","title":"Payment due soon","description":"Due on September 5, 2026 • Net 15 terms. Please pay by the due date to avoid late fees.","variant":"warning"},{"component":"Card","id":"amountCard","children":["amountLabel","amountValue","amountCurrency","amountHint"],"variant":"card","direction":"column","gap":"xs","align":"center"},{"component":"TextContent","id":"amountLabel","text":"AMOUNT DUE","size":"small"},{"component":"Heading","id":"amountValue","text":"$2,450.00","level":"h1"},{"component":"TextContent","id":"amountCurrency","text":"USD  •  United States Dollar","size":"large"},{"component":"TextContent","id":"amountHint","text":"Total includes $150 tax + $100 expenses • Invoice issued Aug 18, 2026","size":"small"},{"component":"Card","id":"detailsGrid","children":["dueDateGroup","clientGroup","projectGroup"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"dueDateGroup","children":["dueDateLabel","dueDateValue","dueDateSub"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"TextContent","id":"dueDateLabel","text":"DUE DATE","size":"small"},{"component":"Heading","id":"dueDateValue","text":"Sep 05, 2026","level":"h3"},{"component":"TextContent","id":"dueDateSub","text":"Due in 18 days • Friday, 5:00 PM EST","size":"small"},{"component":"Card","id":"clientGroup","children":["clientLabel","clientValue","clientSub"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"TextContent","id":"clientLabel","text":"BILLED TO","size":"small"},{"component":"TextContent","id":"clientValue","text":"Acme Co.","size":"default"},{"component":"TextContent","id":"clientSub","text":"Sarah Chen • sarah@acmeco.com","size":"small"},{"component":"Card","id":"projectGroup","children":["projectLabel","projectValue","projectSub"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"TextContent","id":"projectLabel","text":"PROJECT","size":"small"},{"component":"TextContent","id":"projectValue","text":"Brand Identity Refresh","size":"default"},{"component":"TextContent","id":"projectSub","text":"PO #AC-8821 • Aug 1-15, 2026","size":"small"},{"component":"Card","id":"lineItemsCard","children":["lineItemsHeader","invoiceTable"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"lineItemsHeader","title":"Invoice Details","subtitle":"3 line items • Payment via Stripe, PayPal or Bank Transfer"},{"component":"Table","id":"invoiceTable","columns":["colDesc","colQty","colRate","colAmount"]},{"component":"Col","id":"colDesc","label":"Description","data":["Brand Strategy & Logo Concepts","Website Homepage Design (Figma)","Stock Assets & Font Licensing"],"type":"string"},{"component":"Col","id":"colQty","label":"Qty / Hrs","data":["12 hrs","1.0","1.0"],"type":"string"},{"component":"Col","id":"colRate","label":"Rate","data":["$150.00/hr","$400.00","$100.00"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["$1,800.00","$400.00","$100.00"],"type":"string"},{"component":"Card","id":"summaryCard","children":["summarySubtotal","summaryTax","summaryTotal","separator1"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"summarySubtotal","text":"Subtotal: $2,300.00","size":"small"},{"component":"TextContent","id":"summaryTax","text":"Tax (6.5%): $150.00","size":"small"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"summaryTotal","text":"Total Due: $2,450.00 USD","size":"large-heavy"},{"component":"Card","id":"payCard","children":["payHeader","payButtons","trustText"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"payHeader","title":"Ready to pay?","subtitle":"Secure, encrypted payment. Receipt sent automatically to sarah@acmeco.com"},{"component":"Buttons","id":"payButtons","buttons":["payNowBtn","downloadBtn"],"direction":"row"},{"component":"Button","id":"payNowBtn","label":"Pay Now — $2,450.00 USD","variant":"primary","size":"large"},{"component":"Button","id":"downloadBtn","label":"Download PDF","variant":"secondary","size":"large"},{"component":"TextContent","id":"trustText","text":"🔒 Secured by Stripe • Cards, ACH, PayPal accepted • Questions? Reply to this invoice or contact alex@morgan.design","size":"small"},{"component":"TextContent","id":"footerNote","text":"Late fee of 1.5% per month applies after due date. Thank you for your business!","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..758ead7f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,5 @@
+Here's a clean, client-facing invoice screen covering amount due, currency, due date, and instant payment:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "freelancer-invoice-view", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F766E", "agentDisplayName": "Freelance Invoice" }}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "freelancer-invoice-view", "components": [{"component": "Card", "id": "root", "children": ["header", "amountCard", "metaCard", "itemsCard", "paymentCard", "footerNote"], "variant": "clear", "direction": "column", "gap": "m"}, {"component": "CardHeader", "id": "header", "title": "Invoice #FR-2024-089", "subtitle": "From Alex Rivera • Freelance Product Design  —  To: North Peak Studio"}, {"component": "Card", "id": "amountCard", "children": ["amountLabel", "amountValue", "currencyRow", "dueDateText", "calloutDue"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "metaCard", "children": ["metaDueDateLabel", "metaIssueDate"], "variant": "sunk", "direction": "row", "gap": "m", "justify": "between"}, {"component": "Card", "id": "itemsCard", "children": ["itemsHeader", "itemsTable"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "paymentCard", "children": ["payButton", "secureNote"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "TextContent", "id": "footerNote", "text": "Questions? Reply to alex.rivera@email.com • Payment processed securely via Stripe. Receipt will be emailed automatically.", "size": "small"}, {"component": "TextContent", "id": "amountLabel", "text": "AMOUNT DUE", "size": "small-heavy"}, {"component": "Heading", "id": "amountValue", "text": "$2,450.00 USD", "level": "h1"}, {"component": "Card", "id": "currencyRow", "children": ["currencyTag", "dueBadge"], "variant": "clear", "direction": "row", "gap": "s", "align": "center"}, {"component": "Badge", "id": "currencyTag", "text": "USD • United States Dollar", "variant": "secondary"}, {"component": "Badge", "id": "dueBadge", "text": "Due in 3 days", "variant": "destructive"}, {"component": "TextContent", "id": "dueDateText", "text": "Due date: **Thursday, August 28, 2026** • 11:59 PM ET", "size": "default"}, {"component": "Callout", "id": "calloutDue", "variant": "warning", "title": "Payment due soon", "description": "Please pay by Aug 28 to avoid a 1.5% late fee. You can pay instantly with card or ACH below."}, {"component": "TextContent", "id": "metaDueDateLabel", "text": "📅 Due: Aug 28, 2026", "size": "small"}, {"component": "TextContent", "id": "metaIssueDate", "text": "🧾 Issued: Aug 14, 2026 • Net 14 • PO #NP-4419", "size": "small"}, {"component": "CardHeader", "id": "itemsHeader", "title": "Invoice details", "subtitle": "2 weeks • Product design sprint"}, {"component": "Table", "id": "itemsTable", "columns": ["colDesc", "colQty", "colRate", "colTotal"]}, {"component": "Col", "id": "colDesc", "label": "Description", "data": ["Brand & Website Audit", "Mobile App Redesign — 32 hrs", "Design System Handoff"], "type": "string"}, {"component": "Col", "id": "colQty", "label": "Qty", "data": ["1", "32", "1"], "type": "string"}, {"component": "Col", "id": "colRate", "label": "Rate", "data": ["$400.00", "$55.00", "$290.00"], "type": "string"}, {"component": "Col", "id": "colTotal", "label": "Amount", "data": ["$400.00", "$1,760.00", "$290.00"], "type": "string"}, {"component": "Button", "id": "payButton", "label": "Pay $2,450.00 Now", "variant": "primary", "size": "large"}, {"component": "TextContent", "id": "secureNote", "text": "🔒 Secure payment • Card, Apple Pay, Google Pay & ACH • Powered by Stripe", "size": "small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..c697067c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,5 @@
+Single-screen invoice view for your client — amount, currency, due date and one-tap payment.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Freelance Invoices"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice-001","components":[{"component":"Card","id":"root","children":["header","amountCard","detailsCard","paySection","footerNote"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Invoice #INV-2024-1847","subtitle":"From: Acme Design Studio  •  To: Morgan Consulting Ltd."},{"component":"Card","id":"amountCard","children":["amountLabel","amountValue","currencyRow","statusBadge"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"detailsCard","children":["dueDateHeader","dueDateText","dueDateCallout","separator1","termsText"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Card","id":"paySection","children":["payButton","secureNote","paymentMethods"],"variant":"clear","direction":"column","gap":"s","align":"center"},{"component":"TextContent","id":"footerNote","text":"Questions? Reply to this invoice or contact **hello@acmedesign.studio** • Invoice issued Dec 3, 2025","size":"small"},{"component":"Label","id":"amountLabel","text":"AMOUNT DUE"},{"component":"Heading","id":"amountValue","text":"$2,450.00","level":"h1"},{"component":"Card","id":"currencyRow","children":["currencyTag","currencyText"],"variant":"clear","direction":"row","gap":"s","align":"center"},{"component":"Badge","id":"statusBadge","text":"● Unpaid — Due in 3 days","variant":"destructive"},{"component":"TextContent","id":"dueDateHeader","text":"Due Date","size":"small-heavy"},{"component":"Heading","id":"dueDateText","text":"December 12, 2025","level":"h3"},{"component":"Callout","id":"dueDateCallout","variant":"warning","title":"Payment due in 3 days","description":"Net 14 terms • Please pay by 11:59 PM EST on Dec 12 to avoid late fee."},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"termsText","text":"Payment terms: Net 14 • Late fee 1.5% monthly after due date","size":"small"},{"component":"Button","id":"payButton","label":"Pay Now — $2,450.00 USD","variant":"primary","size":"large"},{"component":"TextContent","id":"secureNote","text":"🔒 Secure payment via Stripe • Encrypted & PCI compliant","size":"small"},{"component":"TagBlock","id":"paymentMethods","tags":["Visa","Mastercard","Amex","ACH Transfer","Wire"]},{"component":"Tag","id":"currencyTag","text":"USD","variant":"info","size":"md"},{"component":"TextContent","id":"currencyText","text":"United States Dollar • All amounts in USD","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..2c07acb63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,179 @@
+Here's your next meeting at a glance — all in one screen:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "next-meeting-surface", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "next-meeting-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "statusCallout",
+          "meetingCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "What's Next",
+        "subtitle": "Tuesday, Aug 18 • 2:12 PM — Your calendar"
+      },
+      {
+        "id": "statusCallout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Starting in 18 minutes",
+        "description": "Your next meeting is Q3 Product Roadmap Review at 2:30 PM"
+      },
+      {
+        "id": "meetingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "meetingTitle",
+          "meetingMetaRow",
+          "separator1",
+          "attendeesLabel",
+          "attendeesList",
+          "separator2",
+          "joinButtons",
+          "hintText"
+        ]
+      },
+      {
+        "id": "meetingTitle",
+        "component": "Heading",
+        "text": "Q3 Product Roadmap Review",
+        "level": "h2"
+      },
+      {
+        "id": "meetingMetaRow",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "s",
+        "align": "center",
+        "justify": "start",
+        "children": [
+          "timeBadge",
+          "timeText"
+        ]
+      },
+      {
+        "id": "timeBadge",
+        "component": "Badge",
+        "text": "2:30 PM — 3:30 PM",
+        "variant": "default"
+      },
+      {
+        "id": "timeText",
+        "component": "TextContent",
+        "text": "Today • Conference Room B + Google Meet",
+        "size": "small"
+      },
+      {
+        "id": "separator1",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "attendeesLabel",
+        "component": "TextContent",
+        "text": "Who's attending (4)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "attendeesList",
+        "component": "ListBlock",
+        "variant": "image",
+        "items": [
+          "attendee1",
+          "attendee2",
+          "attendee3",
+          "attendee4"
+        ]
+      },
+      {
+        "id": "attendee1",
+        "component": "ListItem",
+        "title": "Sarah Chen",
+        "subtitle": "Organizer • sarah.chen@company.com",
+        "image": [
+          "https://i.pravatar.cc/100?img=5"
+        ]
+      },
+      {
+        "id": "attendee2",
+        "component": "ListItem",
+        "title": "Marcus Lee",
+        "subtitle": "Product • marcus.lee@company.com",
+        "image": [
+          "https://i.pravatar.cc/100?img=8"
+        ]
+      },
+      {
+        "id": "attendee3",
+        "component": "ListItem",
+        "title": "Priya Patel",
+        "subtitle": "Design • priya.patel@company.com",
+        "image": [
+          "https://i.pravatar.cc/100?img=9"
+        ]
+      },
+      {
+        "id": "attendee4",
+        "component": "ListItem",
+        "title": "You",
+        "subtitle": "Required • you@company.com",
+        "image": [
+          "https://i.pravatar.cc/100?img=12"
+        ]
+      },
+      {
+        "id": "separator2",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "joinButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "joinBtn",
+          "detailsBtn"
+        ]
+      },
+      {
+        "id": "joinBtn",
+        "component": "Button",
+        "label": "Join Google Meet",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "detailsBtn",
+        "component": "Button",
+        "label": "View in Calendar",
+        "variant": "secondary",
+        "size": "large"
+      },
+      {
+        "id": "hintText",
+        "component": "TextContent",
+        "text": "Meeting link ready • 1-tap join enabled",
+        "size": "small"
+      }
+    ]
+  }
+}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..d396d603b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,5 @@
+Here's your next meeting at a glance — title, time, attendees and one-tap join:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"next-meeting-calendar","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting-calendar","components":[{"component":"Card","id":"root","children":["header","meetingCard","attendeesCard","footerAlert"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Up Next","subtitle":"Tuesday, August 18 • Your calendar"},{"component":"Card","id":"meetingCard","children":["meetingTitle","timeRow","meetingDetailsText","separatorA","joinButtons"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"meetingTitle","text":"Q3 Product Review — Sprint Planning","level":"h2"},{"component":"Card","id":"timeRow","children":["timeBadge","statusTag"],"direction":"row","gap":"s","align":"center","justify":"between","variant":"clear"},{"component":"Badge","id":"timeBadge","text":"Today • 10:30 AM - 11:30 AM","variant":"secondary"},{"component":"Tag","id":"statusTag","text":"Starts in 12 min","variant":"warning","icon":"clock"},{"component":"TextContent","id":"meetingDetailsText","text":"**Zoom Meeting** • Conference Room B • Organized by Sarah Chen","size":"small"},{"component":"Separator","id":"separatorA","orientation":"horizontal","decorative":true},{"component":"Buttons","id":"joinButtons","buttons":["joinButton"],"direction":"row"},{"component":"Button","id":"joinButton","label":"Join Zoom Call →","variant":"primary","size":"large"},{"component":"Card","id":"attendeesCard","children":["attendeesHeader","attendeesList"],"direction":"column","gap":"s","variant":"sunk"},{"component":"CardHeader","id":"attendeesHeader","title":"Attending — 4 people","subtitle":"Who is attending"},{"component":"ListBlock","id":"attendeesList","items":["attendee1","attendee2","attendee3","attendee4"],"variant":"image"},{"component":"ListItem","id":"attendee1","title":"Sarah Chen","subtitle":"Organizer • sarah.chen@company.com","image":["https://i.pravatar.cc/150?img=5"]},{"component":"ListItem","id":"attendee2","title":"Marcus Rivera","subtitle":"Product • marcus.r@company.com","image":["https://i.pravatar.cc/150?img=8"]},{"component":"ListItem","id":"attendee3","title":"Priya Nair","subtitle":"Design • priya.nair@company.com","image":["https://i.pravatar.cc/150?img=9"]},{"component":"ListItem","id":"attendee4","title":"You","subtitle":"alex@company.com • Accepted","image":["https://i.pravatar.cc/150?img=12"]},{"component":"Alert","id":"footerAlert","title":"Meeting link ready","description":"Join button will open Zoom directly. Meeting ID: 881 4923 0047 • Passcode: 284019","variant":"info"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..11a5fec1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,4 @@
+Your next meeting at a glance — title, time, attendees, and one-tap join:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"next-meeting-screen","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting-screen","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["headerSection","meetingCard","attendeesCard","actionButtons","footerText"]},{"id":"headerSection","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["headingUpNext","badgeIn"]},{"id":"headingUpNext","component":"Heading","text":"Up Next","level":"h2"},{"id":"badgeIn","component":"Badge","text":"Starts in 24 min","variant":"default"},{"id":"meetingCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["meetingHeader","startTimeText","locationTagBlock","separator1"]},{"id":"meetingHeader","component":"CardHeader","title":"Q3 Product Sync — Roadmap Review","subtitle":"Today, Tuesday Aug 13 • 2:30 PM – 3:15 PM PDT"},{"id":"startTimeText","component":"TextContent","text":"**Starts at 2:30 PM** • 45 minutes • Ends 3:15 PM","size":"large"},{"id":"locationTagBlock","component":"TagBlock","tags":["Google Meet","Conference Room B","Host: Sarah Chen"]},{"id":"separator1","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendeesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["attendeesHeading","attendeesList"]},{"id":"attendeesHeading","component":"Heading","text":"Attending — 4 people","level":"h4"},{"id":"attendeesList","component":"ListBlock","variant":"image","items":["attendee1","attendee2","attendee3","attendee4"]},{"id":"attendee1","component":"ListItem","title":"Sarah Chen","subtitle":"Organizer • Product Lead","image":["https://i.pravatar.cc/100?img=5"]},{"id":"attendee2","component":"ListItem","title":"Marcus Lee","subtitle":"Engineering • Required","image":["https://i.pravatar.cc/100?img=12"]},{"id":"attendee3","component":"ListItem","title":"Priya Desai","subtitle":"Design • Required","image":["https://i.pravatar.cc/100?img=9"]},{"id":"attendee4","component":"ListItem","title":"You","subtitle":"Required • You accepted","image":["https://i.pravatar.cc/100?img=15"]},{"id":"actionButtons","component":"Buttons","direction":"row","buttons":["joinButton","detailsButton"]},{"id":"joinButton","component":"Button","label":"Join Google Meet","variant":"primary","size":"large"},{"id":"detailsButton","component":"Button","label":"View Details","variant":"secondary","size":"large"},{"id":"footerText","component":"TextContent","text":"Meeting link ready • Tap Join to open in Meet. Need to reschedule? Open details.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..cbc903561
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,5 @@
+Your next meeting at a glance — title, time, attendees and one-tap join:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"next-meeting-screen","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"next-meeting-screen","components":[{"component":"Card","id":"root","children":["heading","subHeading","meetingCard","attendeesCard","actionCard","footerText"],"direction":"column","gap":"m","variant":"clear"},{"component":"Heading","id":"heading","text":"What's Next","level":"h2"},{"component":"TextContent","id":"subHeading","text":"Monday, August 18 • 2:12 PM PDT","size":"small"},{"component":"Card","id":"meetingCard","children":["meetingHeader","badgeRow","separator1","meetingMeta","meetingDesc"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"meetingHeader","title":"Q3 Product Roadmap Review","subtitle":"Next meeting • Conference Room B + Google Meet"},{"component":"Card","id":"badgeRow","children":["startsBadge","timeBlock"],"direction":"row","gap":"s","variant":"clear","align":"center","justify":"between"},{"component":"Badge","id":"startsBadge","text":"Starts in 18 minutes","variant":"secondary"},{"component":"TextContent","id":"timeBlock","text":"**2:30 PM – 3:30 PM PDT**","size":"small-heavy"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"meetingMeta","text":"📅 Today, Monday Aug 18  •  ⏰ 2:30 PM - 3:30 PM  •  📍 Google Meet (link below)","size":"small"},{"component":"MarkDownRenderer","id":"meetingDesc","textMarkdown":"**Agenda:** Finalize Q3 priorities, review roadmap milestones, and align on launch dates for *Project Atlas*. Please review the [pre-read doc](https://example.com) before joining.","variant":"clear"},{"component":"Card","id":"attendeesCard","children":["attendeesHeader","attendeesList","attendeeCount"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"attendeesHeader","title":"Who's attending","subtitle":"5 participants • 1 organizer"},{"component":"ListBlock","id":"attendeesList","items":["attendee1","attendee2","attendee3","attendee4","attendee5"],"variant":"image"},{"component":"ListItem","id":"attendee1","title":"Sarah Chen — Organizer","subtitle":"Product Lead • sarah.chen@company.com","image":["https://i.pravatar.cc/100?img=5"]},{"component":"ListItem","id":"attendee2","title":"Marcus Johnson","subtitle":"Engineering Manager • Accepted","image":["https://i.pravatar.cc/100?img=12"]},{"component":"ListItem","id":"attendee3","title":"Priya Patel","subtitle":"Senior Designer • Accepted","image":["https://i.pravatar.cc/100?img=9"]},{"component":"ListItem","id":"attendee4","title":"You","subtitle":"Owner • Going","image":["https://i.pravatar.cc/100?img=15"]},{"component":"ListItem","id":"attendee5","title":"Alex Rivera","subtitle":"Marketing • Tentative","image":["https://i.pravatar.cc/100?img=33"]},{"component":"TextContent","id":"attendeeCount","text":"+2 optional: jamie.lee@company.com, finance-team@company.com","size":"small"},{"component":"Card","id":"actionCard","children":["actionHeader","actionButtons","joinHint"],"direction":"column","gap":"s","variant":"sunk"},{"component":"CardHeader","id":"actionHeader","title":"Join the call","subtitle":"Google Meet • meet.google.com/q3r-9xkp-b2m"},{"component":"Buttons","id":"actionButtons","buttons":["joinButton","copyButton"],"direction":"row"},{"component":"Button","id":"joinButton","label":"▶ Join Google Meet","variant":"primary","size":"large"},{"component":"Button","id":"copyButton","label":"Copy link","variant":"secondary"},{"component":"TextContent","id":"joinHint","text":"You can join 15 minutes early. Camera and mic will be off when you join.","size":"small"},{"component":"TextContent","id":"footerText","text":"Up next after this: *1:1 with Sarah* at 4:00 PM • *Design Crit* tomorrow 10:00 AM","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..06f314b57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,9 @@
+A single-screen signup for your weekly product newsletter — clear value prop + email capture:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"newsletter-signup-weekly","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Weekly Build"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"newsletter-signup-weekly","components":[{"component":"Card","id":"root","variant":"clear","direction":"column","gap":"l","children":["headerCard","formCard","trustCard","footerText"]},{"component":"Card","id":"headerCard","variant":"clear","direction":"column","gap":"m","children":["heading","subText","separator1","benefitList"]},{"component":"Card","id":"formCard","variant":"card","direction":"column","gap":"m","children":["newsletterForm"]},{"component":"Card","id":"trustCard","variant":"clear","direction":"column","gap":"s","children":["trustText","tagBlock"]},{"component":"TextContent","id":"footerText","text":"No spam. Unsubscribe in one click. Read our Privacy Policy.","size":"small"},{"component":"Heading","id":"heading","text":"The Weekly Build","level":"h1"},{"component":"TextContent","id":"subText","text":"Get one actionable product teardown, launch playbook, and 3 curated tools every Tuesday — in 5 minutes or less.","size":"large"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"ListBlock","id":"benefitList","variant":"number","items":["benefit1","benefit2","benefit3"]},{"component":"Form","id":"newsletterForm","name":"newsletterSignup","fields":["emailControl"],"buttons":"submitButtons"},{"component":"TextContent","id":"trustText","text":"Trusted by product builders at Linear, Figma & Notion • 24,000+ subscribers","size":"small"},{"component":"TagBlock","id":"tagBlock","tags":["Every Tuesday","5-min read","Free forever"]},{"component":"ListItem","id":"benefit1","title":"One teardown","subtitle":"How top products ship features users love"},{"component":"ListItem","id":"benefit2","title":"One playbook","subtitle":"Templates & tactics you can steal this week"},{"component":"ListItem","id":"benefit3","title":"Three tools","subtitle":"Hand-picked, tested, no affiliate fluff"},{"component":"FormControl","id":"emailControl","label":"Email address","hint":"We'll never share your email. Unsubscribe anytime.","input":"emailInput"},{"component":"Buttons","id":"submitButtons","direction":"column","buttons":["subscribeBtn"]},{"component":"Input","id":"emailInput","name":"email","type":"email","placeholder":"you@company.com","value":""},{"component":"Button","id":"subscribeBtn","label":"Subscribe — it's free","variant":"primary","size":"large"}]}}</a2ui-json>
+
+**Covered:**
+1. **What subscribers get** — hero sentence under the title: *“Get one actionable product teardown, launch playbook, and 3 curated tools every Tuesday — in 5 minutes or less.”* (reinforced by the 3 numbered benefits)
+2. **Email + Subscribe** — email input with placeholder + large primary “Subscribe — it’s free” button in a single form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..7e11a2558
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,5 @@
+A clean, single-screen newsletter signup — focused on the value prop and email capture:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "newsletter-signup", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "newsletter-signup", "components": [{"id": "root", "component": "Card", "variant": "card", "direction": "column", "gap": "l", "align": "stretch", "children": ["headerCard", "formCard", "footerText"]}, {"id": "headerCard", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "align": "center", "children": ["heading", "sentence", "tagBlock"]}, {"id": "heading", "component": "Heading", "text": "The Weekly Drop", "level": "h1"}, {"id": "sentence", "component": "TextContent", "text": "Get curated product launches, honest reviews, and subscriber-only deals delivered every Monday in a 3-minute read.", "size": "large"}, {"id": "tagBlock", "component": "TagBlock", "tags": ["Weekly on Mondays", "Free forever", "No spam • 2-min read"]}, {"id": "formCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["newsletterForm", "trustText"]}, {"id": "newsletterForm", "component": "Form", "name": "newsletter-form", "fields": ["emailControl"], "buttons": "subscribeButtons"}, {"id": "emailControl", "component": "FormControl", "label": "Email address", "input": "emailInput", "hint": "We respect your inbox. Unsubscribe in one click, anytime."}, {"id": "emailInput", "component": "Input", "name": "email", "placeholder": "you@company.com", "type": "email"}, {"id": "subscribeButtons", "component": "Buttons", "buttons": ["subscribeBtn"], "direction": "column"}, {"id": "subscribeBtn", "component": "Button", "label": "Subscribe — it's free", "variant": "primary", "size": "large"}, {"id": "trustText", "component": "TextContent", "text": "Join 42,000+ subscribers • Trusted by teams at Linear, Figma & Notion", "size": "small"}, {"id": "footerText", "component": "TextContent", "text": "By subscribing, you agree to our Terms and Privacy Policy. We never share your email.", "size": "small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..1362e0180
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,9 @@
+Here's a clean, single-screen signup for your weekly product newsletter:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"newsletter-signup","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"newsletter-signup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"center","children":["headerCard","benefitText","signupForm","trustText"]},{"id":"headerCard","component":"Card","variant":"card","children":["heading","subHeading"]},{"id":"heading","component":"Heading","text":"The Weekly Product Brief","level":"h1"},{"id":"subHeading","component":"TextContent","text":"Join product leaders who stay ahead.","size":"large"},{"id":"benefitText","component":"TextCallout","variant":"info","title":"What you'll get","description":"Every Monday, get one curated email with new product features, practical tips, and exclusive early access — no spam, unsubscribe anytime."},{"id":"signupForm","component":"Form","name":"newsletter_signup","buttons":"formButtons","fields":["emailControl"]},{"id":"emailControl","component":"FormControl","label":"Email address","input":"emailInput","hint":"We'll never share your email. Unsubscribe in one click."},{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"you@example.com","value":""},{"id":"formButtons","component":"Buttons","buttons":["subscribeBtn"]},{"id":"subscribeBtn","component":"Button","label":"Subscribe — It's Free","variant":"primary","size":"large"},{"id":"trustText","component":"TextContent","text":"Trusted by 24,000+ builders • No spam, ever • Cancel anytime","size":"small"}]}}</a2ui-json>
+
+**Built to cover your requirements:**
+
+1.  **One sentence on what subscribers get** — shown in the blue callout: *"Every Monday, get one curated email with new product features, practical tips, and exclusive early access — no spam, unsubscribe anytime."*
+2.  **Way to enter email and subscribe** — email input field with placeholder + large primary "Subscribe — It's Free" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..4adfc58fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,5 @@
+A clean, single-screen signup for your weekly product newsletter:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"The Weekly Drop"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"newsletter-signup","components":[{"component":"Card","id":"root","children":["header","valuePropCard","formNewsletter","privacyText","separator","trustCallout"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"The Weekly Drop","subtitle":"A weekly product newsletter — every Monday at 9am"},{"component":"Card","id":"valuePropCard","children":["valueProp","valueSubtext"],"variant":"card","direction":"column","gap":"xs"},{"component":"TextContent","id":"valueProp","text":"Get the week's best product launches, teardown insights, and early-access perks — distilled into one 5-minute read.","size":"large"},{"component":"TextContent","id":"valueSubtext","text":"Join 42,000+ makers, PMs and founders who start their week ahead of the curve.","size":"small"},{"component":"Form","id":"formNewsletter","name":"newsletterSignup","fields":["formControlEmail"],"buttons":"buttonsSubscribe"},{"component":"FormControl","id":"formControlEmail","label":"Email address","hint":"We’ll never share your email. Unsubscribe anytime.","input":"inputEmail"},{"component":"Input","id":"inputEmail","name":"email","type":"email","placeholder":"you@company.com","rules":[]},{"component":"Buttons","id":"buttonsSubscribe","buttons":["buttonSubscribe"],"direction":"column"},{"component":"Button","id":"buttonSubscribe","label":"Subscribe — It's free","variant":"primary","size":"large"},{"component":"TextContent","id":"privacyText","text":"No spam, ever. By subscribing you agree to our Privacy Policy. Cancel in one click.","size":"small"},{"component":"Separator","id":"separator"},{"component":"TextCallout","id":"trustCallout","variant":"neutral","title":"Trusted by teams at Linear, Notion & Figma","description":"“The only newsletter I actually open every week.” — 4.9/5 average satisfaction from subscribers"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..2c40369e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r1.txt
@@ -0,0 +1,410 @@
+Here's a single-screen delivery tracker covering all 3 requested items — live location, ETA, and problem reporting:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "delivery-tracking",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F766E",
+      "agentDisplayName": "Delivery Assistant"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "delivery-tracking",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "statusCallout",
+          "locationSection",
+          "etaSection",
+          "reportSection"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Track Your Package",
+        "subtitle": "Order #DL-78294410 • 3 items • FedEx Ground  #7946 2819 3341"
+      },
+      {
+        "id": "statusCallout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "In Transit — On Schedule",
+        "description": "Your package is moving as expected. Last scan was 2 hours ago."
+      },
+      {
+        "id": "locationSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "locationHeader",
+          "trackingSteps",
+          "currentBox",
+          "locationDetails"
+        ]
+      },
+      {
+        "id": "locationHeader",
+        "component": "CardHeader",
+        "title": "1. Where your package is right now",
+        "subtitle": "Live tracking • Updated just now"
+      },
+      {
+        "id": "trackingSteps",
+        "component": "Steps",
+        "items": [
+          "step1",
+          "step2",
+          "step3",
+          "step4",
+          "step5"
+        ]
+      },
+      {
+        "id": "step1",
+        "component": "StepsItem",
+        "title": "Ordered",
+        "details": "Jun 12 • Order confirmed in Columbus, OH"
+      },
+      {
+        "id": "step2",
+        "component": "StepsItem",
+        "title": "Shipped",
+        "details": "Jun 13 • Left warehouse • Carrier picked up"
+      },
+      {
+        "id": "step3",
+        "component": "StepsItem",
+        "title": "In Transit — Current Location",
+        "details": "Jun 14, 10:42 AM • Chicago, IL Distribution Center • Departed 12:15 PM heading to Milwaukee"
+      },
+      {
+        "id": "step4",
+        "component": "StepsItem",
+        "title": "Out for Delivery",
+        "details": "Expected Jun 15 • Milwaukee, WI"
+      },
+      {
+        "id": "step5",
+        "component": "StepsItem",
+        "title": "Delivered",
+        "details": "Estimated Jun 15 by 8:00 PM"
+      },
+      {
+        "id": "currentBox",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "currentLabel",
+          "currentText",
+          "currentBadgeRow"
+        ]
+      },
+      {
+        "id": "currentLabel",
+        "component": "TextContent",
+        "text": "📍 CURRENT LOCATION",
+        "size": "small-heavy"
+      },
+      {
+        "id": "currentText",
+        "component": "MarkDownRenderer",
+        "textMarkdown": "**Chicago, IL Distribution Center**\nDeparted at 12:15 PM CST — In transit to Milwaukee, WI facility (approx. 90 miles away). Next scan expected within 4 hours.",
+        "variant": "clear"
+      },
+      {
+        "id": "currentBadgeRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "children": [
+          "badgeInTransit",
+          "badgeTracking"
+        ]
+      },
+      {
+        "id": "badgeInTransit",
+        "component": "Badge",
+        "text": "● In Transit",
+        "variant": "secondary"
+      },
+      {
+        "id": "badgeTracking",
+        "component": "Badge",
+        "text": "Tracking: 7946 2819 3341",
+        "variant": "outline"
+      },
+      {
+        "id": "locationDetails",
+        "component": "TextContent",
+        "text": "Carrier: FedEx Ground • Last scan: Chicago, IL • Next stop: Milwaukee, WI",
+        "size": "small"
+      },
+      {
+        "id": "etaSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "etaHeader",
+          "etaDateCard",
+          "etaCalendar",
+          "etaNote"
+        ]
+      },
+      {
+        "id": "etaHeader",
+        "component": "CardHeader",
+        "title": "2. Estimated Delivery Date",
+        "subtitle": "On time — no delays reported"
+      },
+      {
+        "id": "etaDateCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "etaHeading",
+          "etaSubtext",
+          "etaBadges"
+        ]
+      },
+      {
+        "id": "etaHeading",
+        "component": "Heading",
+        "text": "Sunday, June 15, 2025 by 8:00 PM",
+        "level": "h2"
+      },
+      {
+        "id": "etaSubtext",
+        "component": "TextContent",
+        "text": "Residential delivery • No signature required • You'll get a notification when it's out for delivery",
+        "size": "small"
+      },
+      {
+        "id": "etaBadges",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "children": [
+          "etaBadgeOnTime",
+          "etaBadgeWindow"
+        ]
+      },
+      {
+        "id": "etaBadgeOnTime",
+        "component": "Tag",
+        "text": "On Time",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "etaBadgeWindow",
+        "component": "Tag",
+        "text": "Delivery window: 9AM - 8PM",
+        "variant": "neutral",
+        "size": "sm"
+      },
+      {
+        "id": "etaCalendar",
+        "component": "CalendarBlock",
+        "mode": "single",
+        "defaultMonth": "2025-06-15",
+        "numberOfMonths": 1,
+        "captionLayout": "label"
+      },
+      {
+        "id": "etaNote",
+        "component": "Alert",
+        "title": "Delivery Instructions",
+        "description": "Leave at front door if no answer. Package is weather-resistant.",
+        "variant": "default"
+      },
+      {
+        "id": "reportSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "reportHeader",
+          "reportText",
+          "reportButtons",
+          "reportDialog",
+          "reportAltContact"
+        ]
+      },
+      {
+        "id": "reportHeader",
+        "component": "CardHeader",
+        "title": "3. Report a Problem",
+        "subtitle": "Something wrong? Let us know and we'll respond within 2 hours"
+      },
+      {
+        "id": "reportText",
+        "component": "TextContent",
+        "text": "Use this if your package is delayed, shows delivered but missing, arrived damaged, or went to the wrong address.",
+        "size": "default"
+      },
+      {
+        "id": "reportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btnQuickReport",
+          "btnContact"
+        ]
+      },
+      {
+        "id": "btnQuickReport",
+        "component": "Button",
+        "label": "Quick Actions",
+        "variant": "tertiary",
+        "size": "small"
+      },
+      {
+        "id": "btnContact",
+        "component": "Button",
+        "label": "Chat with Support",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "reportDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Report a Problem with This Delivery",
+        "title": "Report a Delivery Problem",
+        "description": "Order #DL-78294410 • Chicago, IL → Milwaukee, WI",
+        "triggerVariant": "default",
+        "content": [
+          "reportForm"
+        ]
+      },
+      {
+        "id": "reportAltContact",
+        "component": "TextContent",
+        "text": "Or call 1-800-555-0199 (24/7) with tracking #7946 2819 3341",
+        "size": "small"
+      },
+      {
+        "id": "reportForm",
+        "component": "Form",
+        "name": "deliveryProblemForm",
+        "fields": [
+          "fcIssueType",
+          "fcDescription"
+        ],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "fcIssueType",
+        "component": "FormControl",
+        "label": "Issue Type",
+        "hint": "Choose the category that best describes the problem",
+        "input": "issueSelect"
+      },
+      {
+        "id": "issueSelect",
+        "component": "Select",
+        "name": "issueType",
+        "placeholder": "Choose an issue",
+        "items": [
+          "siDelayed",
+          "siDamaged",
+          "siWrongAddress",
+          "siMissing"
+        ]
+      },
+      {
+        "id": "siDelayed",
+        "component": "SelectItem",
+        "value": "delayed",
+        "label": "Package hasn't arrived / Delayed"
+      },
+      {
+        "id": "siDamaged",
+        "component": "SelectItem",
+        "value": "damaged",
+        "label": "Package arrived damaged"
+      },
+      {
+        "id": "siWrongAddress",
+        "component": "SelectItem",
+        "value": "wrong_address",
+        "label": "Delivered to wrong address"
+      },
+      {
+        "id": "siMissing",
+        "component": "SelectItem",
+        "value": "missing",
+        "label": "Delivered but missing / Stolen"
+      },
+      {
+        "id": "fcDescription",
+        "component": "FormControl",
+        "label": "Describe the problem",
+        "hint": "Include details — damage, location, or when you expected it",
+        "input": "issueDesc"
+      },
+      {
+        "id": "issueDesc",
+        "component": "TextArea",
+        "name": "description",
+        "placeholder": "E.g., Tracking hasn't updated in 24 hours / Box was crushed on arrival...",
+        "rows": 4
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submitBtn",
+          "cancelBtn"
+        ]
+      },
+      {
+        "id": "submitBtn",
+        "component": "Button",
+        "label": "Submit Report",
+        "variant": "primary"
+      },
+      {
+        "id": "cancelBtn",
+        "component": "Button",
+        "label": "Cancel",
+        "variant": "tertiary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers:
+
+**1. Where the package is right now** — Highlighted in the Steps tracker + a dedicated "Current Location" card showing Chicago, IL Distribution Center (departed 12:15 PM, en route to Milwaukee) with live tracking number.
+
+**2. Estimated delivery date** — Prominent card with **Sunday, June 15, 2025 by 8:00 PM**, calendar view, delivery window, and status tag.
+
+**3. Way to report a problem** — "Report a Problem with This Delivery" button opens a dialog form with Issue Type selector (delayed/damaged/wrong address/missing) and description field, plus quick chat and phone fallback.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..840393696
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r2.txt
@@ -0,0 +1,13 @@
+Your delivery tracking screen is ready — showing live location, ETA, and problem reporting in one place:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Delivery Tracker"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking-001","components":[{"component":"Card","id":"root","children":["header","statusCallout","progressCard","detailsRow","timelineCard","reportCard"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Track Your Package","subtitle":"Tracking # 1Z 999 AA1 03 9876 5421 • Ordered Aug 12, 2026"},{"component":"Callout","id":"statusCallout","variant":"info","title":"Package is Out for Delivery","description":"Your package left the Phoenix Distribution Center at 6:42 AM today and is on the vehicle for delivery."},{"component":"Card","id":"progressCard","variant":"sunk","children":["progress","progressText"],"direction":"column","gap":"s"},{"component":"Progress","id":"progress","value":75,"label":"75% to delivery"},{"component":"TextContent","id":"progressText","text":"Step 3 of 4 — Out for delivery. Next: Delivered to your door.","size":"small"},{"component":"Card","id":"detailsRow","children":["currentLocationCard","etaCard"],"direction":"row","gap":"m"},{"component":"Card","id":"currentLocationCard","children":["currentLocationHeader","currentLocationText","locationImage"],"direction":"column","gap":"s"},{"component":"CardHeader","id":"currentLocationHeader","title":"📍 Where Your Package Is Now","subtitle":"Live status • Updated 2 mins ago"},{"component":"TextContent","id":"currentLocationText","text":"**Phoenix Distribution Center — Out for Delivery**\n3345 E Sky Harbor Blvd, Phoenix, AZ 85034\n\nCarrier: UPS Ground • Vehicle # AZ-4821 • Last scan: 06:42 AM MST","size":"default"},{"component":"ImageBlock","id":"locationImage","src":"https://images.unsplash.com/photo-1586528116311-ad8dd3c8310d?w=800&q=80","alt":"Delivery truck on route map"},{"component":"Card","id":"etaCard","variant":"card","children":["etaHeader","etaBadge","etaText","etaDetails","etaSeparator","etaSupportText"],"direction":"column","gap":"s"},{"component":"CardHeader","id":"etaHeader","title":"Estimated Delivery","subtitle":"Guaranteed delivery window"},{"component":"Badge","id":"etaBadge","text":"Tomorrow","variant":"secondary"},{"component":"TextContent","id":"etaText","text":"**Tuesday, August 19, 2026**","size":"large-heavy"},{"component":"TextContent","id":"etaDetails","text":"By 9:00 PM • UPS Ground\nTo: 1247 W Elm St, Tempe, AZ 85281\n\nNo signature required — driver will leave at front door if you're not home.","size":"small"},{"component":"Separator","id":"etaSeparator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"etaSupportText","text":"Delivery window may shift due to weather or traffic. You'll get an SMS when it's 30 mins away.","size":"small"},{"component":"Card","id":"timelineCard","children":["timelineHeader","steps"],"direction":"column","gap":"s"},{"component":"CardHeader","id":"timelineHeader","title":"Shipment Journey","subtitle":"Follow your package from warehouse to doorstep"},{"component":"Steps","id":"steps","items":["stepsItem1","stepsItem2","stepsItem3","stepsItem4","stepsItem5"]},{"component":"StepsItem","id":"stepsItem1","title":"Order Processed","details":"Aug 13 • 10:15 AM — Order confirmed at fulfillment center, Ontario, CA"},{"component":"StepsItem","id":"stepsItem2","title":"Shipped","details":"Aug 14 • 4:30 PM — Departed Ontario, CA • Carrier picked up"},{"component":"StepsItem","id":"stepsItem3","title":"In Transit","details":"Aug 16 • 2:10 AM — Arrived at Phoenix Hub, AZ • Sorted for local delivery"},{"component":"StepsItem","id":"stepsItem4","title":"Out for Delivery — CURRENT","details":"Aug 18 • 6:42 AM — Left Phoenix Distribution Center, on vehicle for delivery"},{"component":"StepsItem","id":"stepsItem5","title":"Delivered","details":"Expected Aug 19 by 9:00 PM — Tempe, AZ"},{"component":"Card","id":"reportCard","children":["reportHeader","reportForm"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"reportHeader","title":"Report a Problem","subtitle":"Missing, damaged, or delayed? Let us know and we'll help immediately."},{"component":"Form","id":"reportForm","name":"reportProblemForm","fields":["fcIssueType","fcDetails","fcContact"],"buttons":"formButtons"},{"component":"FormControl","id":"fcIssueType","label":"Issue Type","input":"selectIssueType","hint":"Select the problem that best describes your delivery"},{"component":"FormControl","id":"fcDetails","label":"Describe the Problem","input":"textAreaDetails","hint":"Include details like damage, missing items, or wrong address"},{"component":"FormControl","id":"fcContact","label":"Contact Email or Phone","input":"inputContact","hint":"We'll use this to update you on the resolution"},{"component":"Select","id":"selectIssueType","name":"issueType","placeholder":"Choose an issue...","items":["si1","si2","si3","si4"]},{"component":"SelectItem","id":"si1","value":"not_arrived","label":"Package hasn't arrived / Delayed"},{"component":"SelectItem","id":"si2","value":"damaged","label":"Package arrived damaged"},{"component":"SelectItem","id":"si3","value":"missing_items","label":"Items missing from package"},{"component":"SelectItem","id":"si4","value":"wrong_address","label":"Delivered to wrong address"},{"component":"TextArea","id":"textAreaDetails","name":"details","placeholder":"e.g., Box was crushed on one side, item inside is broken...","rows":4},{"component":"Input","id":"inputContact","name":"contact","placeholder":"you@email.com or (555) 123-4567","type":"text"},{"component":"Buttons","id":"formButtons","buttons":["btnSubmit","btnCancel"],"direction":"row"},{"component":"Button","id":"btnSubmit","label":"Submit Report","variant":"primary"},{"component":"Button","id":"btnCancel","label":"Cancel","variant":"secondary"}]}}</a2ui-json>
+
+**What you're seeing:**
+
+**1. Where the package is right now:** Top blue callout + left card shows live location — *Phoenix Distribution Center, Out for Delivery* on vehicle AZ-4821, last scan 6:42 AM, with progress bar at 75% and full journey timeline below.
+
+**2. Estimated delivery date:** Right card highlights **Tuesday, August 19, 2026 by 9:00 PM** with delivery window, address, and service type.
+
+**3. Way to report a problem:** Bottom form lets you select an issue type, describe the problem, add contact info, and submit — directly routing to support.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..9c91e8e31
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r3.txt
@@ -0,0 +1,11 @@
+Here's a single-screen delivery tracker covering current location, ETA, and problem reporting:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "delivery-tracking-screen", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F62FE", "agentDisplayName": "Delivery Tracker"}}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "delivery-tracking-screen", "components": [{"id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "locationCard", "timelineCard", "etaCard", "reportCard"]}, {"id": "header", "component": "CardHeader", "title": "Delivery Tracking", "subtitle": "Order #84291 • UPS Ground • Tracking: 1Z 999 AA1 2345 6784"}, {"id": "locationCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["locationCallout", "locationProgress", "locationSubtext"]}, {"id": "locationCallout", "component": "Callout", "variant": "info", "title": "📦 Current Location: Chicago Distribution Center, IL", "description": "Last scan: Today at 9:42 AM CT — Departed facility. Next stop: Milwaukee, WI. Package is in transit and moving as scheduled."}, {"id": "locationProgress", "component": "Progress", "value": 65, "label": "65% en route — 3 of 5 steps completed"}, {"id": "locationSubtext", "component": "TextContent", "text": "In Transit • Updated 12 minutes ago • Carrier: UPS", "size": "small"}, {"id": "timelineCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["timelineHeader", "steps"]}, {"id": "timelineHeader", "component": "Heading", "text": "Where your package is right now", "level": "h3"}, {"id": "steps", "component": "Steps", "items": ["step1", "step2", "step3", "step4", "step5"]}, {"id": "step1", "component": "StepsItem", "title": "Order Processed", "details": "Aug 15 — Warehouse in Columbus, OH"}, {"id": "step2", "component": "StepsItem", "title": "Shipped", "details": "Aug 16 — Picked up by carrier, departed Columbus"}, {"id": "step3", "component": "StepsItem", "title": "In Transit — Chicago, IL (Current)", "details": "Aug 18, 9:42 AM — Departed Chicago Distribution Center. This is where your package is right now."}, {"id": "step4", "component": "StepsItem", "title": "Out for Delivery", "details": "Expected Aug 21 — Milwaukee, WI"}, {"id": "step5", "component": "StepsItem", "title": "Delivered", "details": "Estimated Aug 21 by 9:00 PM"}, {"id": "etaCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["etaHeader", "etaDate", "etaBadgeRow", "etaDetails"]}, {"id": "etaHeader", "component": "CardHeader", "title": "Estimated Delivery Date", "subtitle": "Keep this window in mind for someone to receive the package"}, {"id": "etaDate", "component": "TextContent", "text": "Thursday, August 21, 2026 by 9:00 PM", "size": "large-heavy"}, {"id": "etaBadgeRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "align": "center", "children": ["etaBadge", "etaBadgeText"]}, {"id": "etaBadge", "component": "Badge", "text": "On Time", "variant": "secondary"}, {"id": "etaBadgeText", "component": "TextContent", "text": "• 2 days remaining • No signature required", "size": "small"}, {"id": "etaDetails", "component": "TextContent", "text": "Delivery window: 9:00 AM - 9:00 PM local time. You'll get an SMS when it's out for delivery. UPS Ground to 1234 N Milwaukee Ave, Milwaukee, WI 53202", "size": "small"}, {"id": "reportCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["reportHeader", "reportForm"]}, {"id": "reportHeader", "component": "CardHeader", "title": "Report a Problem", "subtitle": "Damaged, missing, late, or wrong address? Let us know and we'll help immediately."}, {"id": "reportForm", "component": "Form", "name": "reportProblemForm", "buttons": "reportButtons", "fields": ["fcIssue", "fcDetails", "fcContact"]}, {"id": "reportButtons", "component": "Buttons", "direction": "row", "buttons": ["reportSubmitBtn", "reportCancelBtn"]}, {"id": "reportSubmitBtn", "component": "Button", "label": "Submit Report", "variant": "primary"}, {"id": "reportCancelBtn", "component": "Button", "label": "Contact Support", "variant": "secondary"}, {"id": "fcIssue", "component": "FormControl", "label": "Issue Type", "hint": "Choose what best describes the problem", "input": "selectIssue"}, {"id": "selectIssue", "component": "Select", "name": "issueType", "placeholder": "Select an issue", "items": ["siDamaged", "siMissing", "siLate", "siWrong", "siOther"]}, {"id": "siDamaged", "component": "SelectItem", "value": "damaged", "label": "Package damaged"}, {"id": "siMissing", "component": "SelectItem", "value": "missing", "label": "Package missing / not received"}, {"id": "siLate", "component": "SelectItem", "value": "late", "label": "Delivery is late"}, {"id": "siWrong", "component": "SelectItem", "value": "wrong_address", "label": "Wrong address / delivery location"}, {"id": "siOther", "component": "SelectItem", "value": "other", "label": "Other issue"}, {"id": "fcDetails", "component": "FormControl", "label": "Describe the problem", "hint": "Include details like damage, missing items, or delivery instructions", "input": "textAreaDetails"}, {"id": "textAreaDetails", "component": "TextArea", "name": "issueDetails", "placeholder": "e.g. Box was crushed on one corner, items inside seem broken...", "rows": 4}, {"id": "fcContact", "component": "FormControl", "label": "Contact email for updates", "hint": "We'll send confirmation and resolution steps here", "input": "inputContact"}, {"id": "inputContact", "component": "Input", "name": "contactEmail", "type": "email", "placeholder": "you@example.com"}]}}</a2ui-json>
+
+**Screen covers all 3 requirements:**
+
+1. **Where it is now** — Highlighted Callout `Chicago Distribution Center - Departed 9:42 AM`, 65% progress bar, and 5-step timeline with current step marked as "In Transit — Chicago, IL (Current)"
+2. **Estimated delivery** — Large date `Thursday, August 21, 2026 by 9:00 PM` with On-Time badge, countdown, and delivery window/address
+3. **Report a problem** — Form with issue type selector, details field, and contact email + Submit Report / Contact Support actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..8f878905b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-order__r4.txt
@@ -0,0 +1,13 @@
+Your delivery tracking screen is ready — showing live location, ETA, and support:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking-screen","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Delivery Tracker"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking-screen","components":[{"component":"Card","id":"root","children":["header","locationCard","separator1","etaCard","separator2","reportCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Package Tracking # 1Z-884-2910-4829","subtitle":"Ordered Aug 14 • 2 items • Standard Shipping"},{"component":"Card","id":"locationCard","children":["locationHeading","locationBadge","locationImage","locationText","locationProgress","locationSteps"],"direction":"column","gap":"m","variant":"card"},{"component":"Heading","id":"locationHeading","text":"📍 Where is your package right now?","level":"h3"},{"component":"Badge","id":"locationBadge","text":"OUT FOR DELIVERY","variant":"secondary"},{"component":"ImageBlock","id":"locationImage","src":"https://images.unsplash.com/photo-1586528116311-ad8dd3c8310d?w=800&q=80","alt":"Delivery van on route map"},{"component":"TextContent","id":"locationText","text":"**Current location:** Phoenix Distribution Center, AZ — **Out for delivery**\n\nLast scan: **Today, Aug 18 at 7:42 AM MST** — Loaded onto delivery vehicle #PHX-42\nNext stop: Your address at 1247 W. Elm Street, Phoenix, AZ 85004\n\nDriver: Alex • Vehicle is 3.2 miles away (approx. 18 min)","size":"default"},{"component":"Progress","id":"locationProgress","value":80,"label":"80% to delivered"},{"component":"Steps","id":"locationSteps","items":["step1","step2","step3","step4","step5"]},{"component":"StepsItem","id":"step1","title":"Order Confirmed","details":"Aug 14, 9:12 AM - Order received"},{"component":"StepsItem","id":"step2","title":"Shipped","details":"Aug 15, 4:30 PM - Left fulfillment center, Tucson, AZ"},{"component":"StepsItem","id":"step3","title":"In Transit","details":"Aug 17, 11:05 PM - Arrived Phoenix Distribution Center"},{"component":"StepsItem","id":"step4","title":"Out for Delivery","details":"Today, 7:42 AM - On vehicle for delivery"},{"component":"StepsItem","id":"step5","title":"Delivered","details":"Pending - Awaiting delivery"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"etaCard","children":["etaHeading","etaDateText","etaSubText","etaAlert"],"direction":"column","gap":"m","variant":"card"},{"component":"Heading","id":"etaHeading","text":"Estimated Delivery Date","level":"h3"},{"component":"TextContent","id":"etaDateText","text":"## Thursday, August 21, 2026\n### by 8:00 PM MST","size":"large"},{"component":"TextContent","id":"etaSubText","text":"Delivery window: 2:00 PM - 8:00 PM • No signature required • Leave at front door if not home","size":"small"},{"component":"Alert","id":"etaAlert","title":"On track","description":"Your package is on time and expected to arrive within the delivery window. You'll get a notification when it's 2 stops away.","variant":"success"},{"component":"Separator","id":"separator2","orientation":"horizontal","decorative":true},{"component":"Card","id":"reportCard","children":["reportHeader","reportForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"reportHeader","title":"Report a problem with this delivery","subtitle":"Need help? Tell us what went wrong and we'll resolve it within 24 hours"},{"component":"Form","id":"reportForm","name":"reportDeliveryIssue","buttons":"formButtons","fields":["issueTypeControl","detailsControl","contactControl"]},{"component":"Buttons","id":"formButtons","buttons":["submitBtn","cancelBtn"],"direction":"row"},{"component":"Button","id":"submitBtn","label":"Submit Report","variant":"primary"},{"component":"Button","id":"cancelBtn","label":"Clear","variant":"secondary"},{"component":"FormControl","id":"issueTypeControl","label":"What is the issue?","input":"issueSelect","hint":"Select the option that best describes your problem"},{"component":"Select","id":"issueSelect","name":"issueType","placeholder":"Choose an issue type","items":["selectDamaged","selectMissing","selectDelayed","selectWrongItem","selectAddress","selectOther"]},{"component":"SelectItem","id":"selectDamaged","value":"damaged","label":"Package damaged / items broken"},{"component":"SelectItem","id":"selectMissing","value":"missing","label":"Package marked delivered but missing"},{"component":"SelectItem","id":"selectDelayed","value":"delayed","label":"Package delayed / not moving"},{"component":"SelectItem","id":"selectWrongItem","value":"wrong_item","label":"Wrong item received"},{"component":"SelectItem","id":"selectAddress","value":"address","label":"Wrong address / delivery instructions"},{"component":"SelectItem","id":"selectOther","value":"other","label":"Other issue"},{"component":"FormControl","id":"detailsControl","label":"Describe the problem","input":"detailsInput","hint":"Include any details like damage, missing items, or delivery location"},{"component":"TextArea","id":"detailsInput","name":"issueDetails","placeholder":"Example: Box was crushed on one corner, or Package shows delivered at 3pm but not at my door...","rows":4},{"component":"FormControl","id":"contactControl","label":"Contact email for updates","input":"contactInput","hint":"We'll send confirmation and resolution updates here"},{"component":"Input","id":"contactInput","name":"contactEmail","placeholder":"you@example.com","type":"email"}]}}</a2ui-json>
+
+All 3 requested items are covered on one screen:
+
+**1. Where the package is right now** — Live status badge (Out for Delivery), map image, last scan time (Today 7:42 AM at Phoenix Distribution Center), and step-by-step progress tracker at 80%.
+
+**2. Estimated delivery date** — Prominently displayed as **Thursday, August 21, 2026 by 8:00 PM** with delivery window and on-track confirmation.
+
+**3. Way to report a problem** — Form at the bottom to select issue type, describe the problem, and provide email for follow-up.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..afe94b05f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r1.txt
@@ -0,0 +1,5 @@
+Your team lunch poll is ready to vote:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "team-lunch-poll-friday", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0EA5E9", "agentDisplayName": "Lunch Poll"}}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "team-lunch-poll-friday", "components": [{"id": "root", "component": "Card", "children": ["headingQuestion", "subHeader", "pollFormCard", "separator1", "resultsHeader", "resultsCard", "calloutInfo", "followUpBlock"], "direction": "column", "gap": "l"}, {"id": "headingQuestion", "component": "Heading", "text": "Where should we go for lunch on Friday?", "level": "h1"}, {"id": "subHeader", "component": "TextContent", "text": "Team lunch poll  •  Friday 12:30 PM  •  12 teammates invited  •  Voting closes Thursday 5 PM", "size": "small"}, {"id": "pollFormCard", "component": "Card", "variant": "card", "children": ["radioGroupLunch", "voteButtons"], "direction": "column", "gap": "m"}, {"id": "radioGroupLunch", "component": "RadioGroup", "name": "lunchVote", "items": ["radioSushi", "radioItalian", "radioBurger"]}, {"id": "radioSushi", "component": "RadioItem", "label": "Sakura Sushi", "description": "Fresh sushi, ramen & bento boxes • $$ • 5 min walk • Great for vegetarians", "value": "sakura_sushi"}, {"id": "radioItalian", "component": "RadioItem", "label": "La Piazza Italian", "description": "Wood-fired pizza & pasta • $$ • 8 min walk • Outdoor patio", "value": "la_piazza"}, {"id": "radioBurger", "component": "RadioItem", "label": "Burger & Brew Co.", "description": "Gourmet burgers, fries & craft beer • $ • 3 min walk • Fast service", "value": "burger_brew"}, {"id": "voteButtons", "component": "Buttons", "buttons": ["voteBtn"], "direction": "row"}, {"id": "voteBtn", "component": "Button", "label": "Cast My Vote", "variant": "primary", "size": "large"}, {"id": "separator1", "component": "Separator", "orientation": "horizontal", "decorative": true}, {"id": "resultsHeader", "component": "Heading", "text": "Live Results — 12 votes so far", "level": "h3"}, {"id": "resultsCard", "component": "Card", "variant": "sunk", "children": ["barChart", "progressSushi", "progressItalian", "progressBurger"], "direction": "column", "gap": "s"}, {"id": "barChart", "component": "BarChart", "labels": ["Sakura Sushi", "La Piazza Italian", "Burger & Brew Co."], "series": ["seriesVotes"], "variant": "grouped", "xLabel": "Restaurant", "yLabel": "Votes"}, {"id": "seriesVotes", "component": "Series", "category": "Votes", "values": [5, 4, 3]}, {"id": "progressSushi", "component": "Progress", "value": 42, "label": "Sakura Sushi — 5 votes (42%)"}, {"id": "progressItalian", "component": "Progress", "value": 33, "label": "La Piazza Italian — 4 votes (33%)"}, {"id": "progressBurger", "component": "Progress", "value": 25, "label": "Burger & Brew Co. — 3 votes (25%)"}, {"id": "calloutInfo", "component": "Callout", "variant": "info", "title": "How voting works", "description": "Select one restaurant and tap 'Cast My Vote'. You can change your vote until Thursday 5 PM. Results update live."}, {"id": "followUpBlock", "component": "FollowUpBlock", "items": ["followUp1", "followUp2"]}, {"id": "followUp1", "component": "FollowUpItem", "text": "Add a restaurant suggestion"}, {"id": "followUp2", "component": "FollowUpItem", "text": "Remind me before voting closes"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..7a001a36e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r2.txt
@@ -0,0 +1,5 @@
+Here's your team lunch poll — ready to vote:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"lunch-poll-friday","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Lunch Poll"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"lunch-poll-friday","components":[{"component":"Card","id":"root","children":["titleHeading","questionCard","pollForm","resultsCard","infoCallout"],"direction":"column","gap":"m"},{"component":"Heading","id":"titleHeading","text":"Team Lunch Poll","level":"h2"},{"component":"Card","id":"questionCard","children":["questionText","separator1","pollSubtext"],"variant":"card","direction":"column","gap":"s"},{"component":"TextContent","id":"questionText","text":"Where should we go for lunch on Friday?","size":"large-heavy"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"pollSubtext","text":"🗓️ Friday • 12:30 PM • Poll closes Friday 11:00 AM — choose one restaurant below","size":"small"},{"component":"Form","id":"pollForm","name":"lunchPollForm","fields":["radioControl"],"buttons":"voteButtons"},{"component":"FormControl","id":"radioControl","label":"Vote for your pick","input":"restaurantChoice","hint":"Select one restaurant — you can change your vote until the poll closes"},{"component":"RadioGroup","id":"restaurantChoice","name":"restaurant","items":["opt1","opt2","opt3"]},{"component":"RadioItem","id":"opt1","label":"Sushi House","description":"Fresh sushi & bento boxes • $$ • 5 min walk • Great for groups","value":"sushi_house"},{"component":"RadioItem","id":"opt2","label":"Taco Libre","description":"Tacos, burritos & margaritas • $ • 8 min walk • Sunny patio","value":"taco_libre"},{"component":"RadioItem","id":"opt3","label":"Green Garden","description":"Vegan & vegetarian bowls • $$ • 3 min walk • Gluten-free options","value":"green_garden"},{"component":"Buttons","id":"voteButtons","buttons":["voteBtn"],"direction":"row"},{"component":"Button","id":"voteBtn","label":"Vote","variant":"primary","size":"medium"},{"component":"Card","id":"resultsCard","children":["resultsHeader","progressSushi","progressTaco","progressGarden"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"resultsHeader","title":"Live results","subtitle":"12 teammates have voted so far"},{"component":"Progress","id":"progressSushi","value":42,"label":"Sushi House — 5 votes (42%)"},{"component":"Progress","id":"progressTaco","value":33,"label":"Taco Libre — 4 votes (33%)"},{"component":"Progress","id":"progressGarden","value":25,"label":"Green Garden — 3 votes (25%)"},{"component":"Callout","id":"infoCallout","variant":"info","title":"Your vote is anonymous","description":"Results update live after you vote. You can change your choice anytime before 11 AM Friday."}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..c7eaa3f1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r3.txt
@@ -0,0 +1,5 @@
+Here's your team lunch poll — ready to vote and share with the team:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll-friday","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll-friday","components":[{"component":"Card","id":"root","children":["headingBlock","pollCard","infoCallout"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headingBlock","children":["heading","subtext"],"variant":"clear","direction":"column","gap":"xs"},{"component":"Heading","id":"heading","text":"Where should we go for lunch on Friday?","level":"h2"},{"component":"TextContent","id":"subtext","text":"Team lunch poll · Friday 12:30 PM · 8 teammates voting · Pick one!","size":"small"},{"component":"Card","id":"pollCard","children":["cardHeader","pollForm"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"cardHeader","title":"Cast your vote","subtitle":"Choose one restaurant — you can change your vote until Thursday 5pm"},{"component":"Form","id":"pollForm","name":"lunchPoll","fields":["formControl"],"buttons":"voteButtons"},{"component":"FormControl","id":"formControl","label":"Restaurants","input":"radioGroup"},{"component":"RadioGroup","id":"radioGroup","name":"restaurant","items":["r1","r2","r3"]},{"component":"RadioItem","id":"r1","label":"Sakura Sushi","description":"Fresh sushi & bento · $$ · 5 min walk · Veg-friendly","value":"sakura_sushi"},{"component":"RadioItem","id":"r2","label":"El Camino Tacos","description":"Tacos, bowls & margaritas · $ · 8 min walk · Outdoor patio","value":"el_camino_tacos"},{"component":"RadioItem","id":"r3","label":"Greenhouse Grill","description":"Burgers, salads & shakes · $$ · 3 min walk · Great for groups","value":"greenhouse_grill"},{"component":"Buttons","id":"voteButtons","buttons":["voteBtn","viewResultsBtn"],"direction":"row"},{"component":"Button","id":"voteBtn","label":"Vote","variant":"primary"},{"component":"Button","id":"viewResultsBtn","label":"View results","variant":"secondary"},{"component":"Callout","id":"infoCallout","variant":"info","title":"Poll closes Thursday 5pm","description":"Results will be shared in #team-lunch. Majority wins — tie goes to random draw!"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..923624ac5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-poll__r4.txt
@@ -0,0 +1,5 @@
+Your team lunch poll is ready to vote! 🗳️
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll-friday","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#FF6B35","agentDisplayName":"Lunch Poll"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll-friday","components":[{"id":"root","component":"Card","children":["header","questionBlock","voteFormCard","infoCallout"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Team Lunch Poll 🍽️","subtitle":"Friday • Office team • Poll closes Thu 4 PM"},{"id":"questionBlock","component":"Card","children":["questionHeading","questionSubtext"],"variant":"card","direction":"column","gap":"xs"},{"id":"questionHeading","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h2"},{"id":"questionSubtext","component":"TextContent","text":"Cast your vote for this Friday's team lunch — majority wins! 12 teammates have already voted.","size":"default"},{"id":"voteFormCard","component":"Card","children":["form"],"variant":"sunk","direction":"column","gap":"m"},{"id":"form","component":"Form","name":"lunchPoll","fields":["radioControl"],"buttons":"voteButtons"},{"id":"radioControl","component":"FormControl","label":"Choose one restaurant","input":"restaurantRadio","hint":"Select one option and tap Submit Vote. You can change your vote until Thursday 4 PM."},{"id":"restaurantRadio","component":"RadioGroup","name":"restaurant","items":["r1","r2","r3"]},{"id":"r1","component":"RadioItem","label":"Sakura Sushi 🍣","description":"Fresh sushi & ramen • $$ • 5 min walk • Great for groups","value":"sakura"},{"id":"r2","component":"RadioItem","label":"El Camino Tacos 🌮","description":"Authentic tacos & bowls • $ • Food truck patio • Quick service","value":"elcamino"},{"id":"r3","component":"RadioItem","label":"Green Garden Bistro 🥗","description":"Vegan-friendly salads & sandwiches • $$ • Rooftop terrace","value":"greengarden"},{"id":"voteButtons","component":"Buttons","buttons":["submitBtn"],"direction":"row"},{"id":"submitBtn","component":"Button","label":"Submit Vote","variant":"primary","size":"large"},{"id":"infoCallout","component":"Callout","variant":"info","title":"3 restaurants to choose from","description":"Pick Sakura Sushi, El Camino Tacos, or Green Garden Bistro above."}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..a6af5bd60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r1.txt
@@ -0,0 +1,250 @@
+A complete company directory profile for Jordan Davis — with name/role, bio, and direct messaging.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "directory-person-profile",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "directory-person-profile",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "profileHeaderCard",
+          "bioSection",
+          "messageSection"
+        ]
+      },
+      {
+        "id": "profileHeaderCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "center",
+        "children": [
+          "avatar",
+          "nameHeading",
+          "roleText",
+          "availabilityBadge",
+          "tagBlock",
+          "contactText",
+          "headerActions"
+        ]
+      },
+      {
+        "id": "bioSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "bioHeader",
+          "bioTextRenderer",
+          "separator",
+          "expertiseList"
+        ]
+      },
+      {
+        "id": "messageSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "messageHeader",
+          "messageForm"
+        ]
+      },
+      {
+        "id": "avatar",
+        "component": "Avatar",
+        "src": "https://i.pravatar.cc/300?img=32",
+        "alt": "Jordan Davis profile photo",
+        "fallback": "JD"
+      },
+      {
+        "id": "nameHeading",
+        "component": "Heading",
+        "text": "Jordan Davis",
+        "level": "h1"
+      },
+      {
+        "id": "roleText",
+        "component": "TextContent",
+        "text": "Senior Product Designer — Design Systems",
+        "size": "large"
+      },
+      {
+        "id": "availabilityBadge",
+        "component": "Badge",
+        "text": "● Available for mentorship & new projects",
+        "variant": "secondary"
+      },
+      {
+        "id": "tagBlock",
+        "component": "TagBlock",
+        "tags": [
+          "Design Systems",
+          "Accessibility",
+          "Figma",
+          "Mentorship"
+        ]
+      },
+      {
+        "id": "contactText",
+        "component": "TextContent",
+        "text": "📍 San Francisco, CA  •  👥 Design Platform Team  •  Reports to Maya Chen, VP Design  •  🕒 Typically replies within 4 hours",
+        "size": "small"
+      },
+      {
+        "id": "headerActions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "viewCalendarButton",
+          "copyEmailButton"
+        ]
+      },
+      {
+        "id": "bioHeader",
+        "component": "CardHeader",
+        "title": "About",
+        "subtitle": "Short bio"
+      },
+      {
+        "id": "bioTextRenderer",
+        "component": "MarkDownRenderer",
+        "variant": "clear",
+        "textMarkdown": "Jordan leads our **Design Systems** practice, maintaining the component library used by 40+ product teams. With 8 years at the company, they focus on accessible, scalable UI and bridging design-engineering collaboration.\n\n> \"I love helping teams ship consistent, inclusive interfaces faster. Reach out if you're working on a new pattern or need a design review!\"\n\nOutside of work, Jordan mentors junior designers and co-leads the Accessibility Guild."
+      },
+      {
+        "id": "separator",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "expertiseList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "exp1",
+          "exp2",
+          "exp3"
+        ]
+      },
+      {
+        "id": "messageHeader",
+        "component": "CardHeader",
+        "title": "Send a message",
+        "subtitle": "Direct message via Directory Chat + email notification"
+      },
+      {
+        "id": "messageForm",
+        "component": "Form",
+        "name": "messageForm",
+        "fields": [
+          "subjectControl",
+          "messageControl"
+        ],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "exp1",
+        "component": "ListItem",
+        "title": "Design Systems Lead",
+        "subtitle": "Owns the core Figma library & token architecture"
+      },
+      {
+        "id": "exp2",
+        "component": "ListItem",
+        "title": "Accessibility Advocate",
+        "subtitle": "WCAG audits, training, and guild office hours every Thursday"
+      },
+      {
+        "id": "exp3",
+        "component": "ListItem",
+        "title": "Mentorship",
+        "subtitle": "Open to 1:1s — book via message or calendar"
+      },
+      {
+        "id": "viewCalendarButton",
+        "component": "Button",
+        "label": "View calendar",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "copyEmailButton",
+        "component": "Button",
+        "label": "jordan.davis@company.com",
+        "variant": "tertiary",
+        "size": "small"
+      },
+      {
+        "id": "subjectControl",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subjectInput",
+        "hint": "Optional — helps them prioritize"
+      },
+      {
+        "id": "messageControl",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "messageInput",
+        "hint": "Messages are sent privately. Jordan typically replies within a few hours."
+      },
+      {
+        "id": "subjectInput",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Quick question about the new button tokens",
+        "type": "text"
+      },
+      {
+        "id": "messageInput",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Hi Jordan, I’d love to get your thoughts on...",
+        "rows": 4
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "sendButton",
+          "scheduleButton"
+        ]
+      },
+      {
+        "id": "sendButton",
+        "component": "Button",
+        "label": "Send message",
+        "variant": "primary"
+      },
+      {
+        "id": "scheduleButton",
+        "component": "Button",
+        "label": "Schedule 30 min",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..ddea0a801
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r2.txt
@@ -0,0 +1,4 @@
+A directory profile for Maya Chen — covering name & role, bio, and direct messaging in one screen.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "person-directory-maya-chen", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#2563EB", "agentDisplayName": "Company Directory"}}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "person-directory-maya-chen", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["profileHeaderCard", "bioSectionCard", "messageSectionCard"]}, {"id": "profileHeaderCard", "component": "Card", "variant": "card", "direction": "row", "gap": "l", "align": "center", "children": ["avatar", "headerInfoCard"]}, {"id": "bioSectionCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["bioHeader", "bioText", "bioQuote", "separatorBio", "detailsList"]}, {"id": "messageSectionCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["messageHeader", "messageForm"]}, {"id": "avatar", "component": "Avatar", "fallback": "MC", "src": "https://i.pravatar.cc/200?img=5", "alt": "Maya Chen"}, {"id": "headerInfoCard", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "children": ["nameHeading", "roleText", "badgeRow", "tagBlock"]}, {"id": "nameHeading", "component": "Heading", "text": "Maya Chen", "level": "h1"}, {"id": "roleText", "component": "TextContent", "text": "Senior Product Designer — Design Systems", "size": "large"}, {"id": "badgeRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "children": ["badgeDept", "badgeLocation", "badgeStatus"]}, {"id": "availabilityTag", "component": "Tag", "text": "Available for mentoring", "variant": "success", "size": "sm"}, {"id": "badgeDept", "component": "Badge", "text": "Product • Design", "variant": "secondary"}, {"id": "badgeLocation", "component": "Badge", "text": "San Francisco • Hybrid", "variant": "outline"}, {"id": "badgeStatus", "component": "Badge", "text": "● Active now", "variant": "default"}, {"id": "tagBlock", "component": "TagBlock", "tags": ["Design Systems", "UX Research", "Prototyping", "Figma", "Accessibility"]}, {"id": "bioHeader", "component": "CardHeader", "title": "About", "subtitle": "Short bio"}, {"id": "bioText", "component": "TextContent", "text": "Maya leads design for our core platform experience, focusing on accessible, scalable design systems. With 8+ years in product design, she bridges research, strategy, and craft to ship human-centered products. Previously at Figma and Atlassian, she now mentors junior designers and runs the monthly Design Crit.", "size": "default"}, {"id": "bioQuote", "component": "Blockquote", "text": "Great design is invisible — it just feels effortless to the person using it.", "cite": "Maya's design philosophy"}, {"id": "separatorBio", "component": "Separator", "orientation": "horizontal", "decorative": true}, {"id": "detailsList", "component": "ListBlock", "variant": "number", "items": ["listItemLocation", "listItemTeam", "listItemJoined"]}, {"id": "listItemLocation", "component": "ListItem", "title": "Location", "subtitle": "San Francisco, CA — Mission Office, Floor 4"}, {"id": "listItemTeam", "component": "ListItem", "title": "Team", "subtitle": "Platform Design • Reports to David Park, Design Director"}, {"id": "listItemJoined", "component": "ListItem", "title": "Joined", "subtitle": "March 2021 • 4 years at the company"}, {"id": "messageHeader", "component": "CardHeader", "title": "Send a message", "subtitle": "Reach Maya directly — typically replies within a few hours"}, {"id": "messageForm", "component": "Form", "name": "sendMessage", "fields": ["subjectControl", "messageControl"], "buttons": "formButtons"}, {"id": "subjectControl", "component": "FormControl", "label": "Subject", "input": "subjectInput", "hint": "e.g., Quick question about Design System tokens"}, {"id": "messageControl", "component": "FormControl", "label": "Message", "input": "messageArea", "hint": "Your message will be sent via company chat and email"}, {"id": "subjectInput", "component": "Input", "name": "subject", "placeholder": "Add a subject", "type": "text"}, {"id": "messageArea", "component": "TextArea", "name": "message", "placeholder": "Hi Maya, I wanted to reach out about...", "rows": 4}, {"id": "formButtons", "component": "Buttons", "direction": "row", "buttons": ["sendButton", "clearButton"]}, {"id": "sendButton", "component": "Button", "label": "Send Message", "variant": "primary"}, {"id": "clearButton", "component": "Button", "label": "Clear", "variant": "secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..efee20401
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r3.txt
@@ -0,0 +1,5 @@
+Here's a single-screen directory profile covering name & role, bio, and messaging:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"person-directory-elena-torres","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Company Directory"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"person-directory-elena-torres","components":[{"component":"Card","id":"root","children":["headerCard","bioCard","messageCard","followUpBlock"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["avatar","headingName","textRole","badgeDept","tagSkills","separator1","contactRow"],"direction":"column","gap":"m","align":"center","variant":"card"},{"component":"Avatar","id":"avatar","fallback":"ET","src":"https://i.pravatar.cc/200?img=32","alt":"Elena Torres"},{"component":"Heading","id":"headingName","text":"Elena Torres","level":"h1"},{"component":"TextContent","id":"textRole","text":"Senior Product Designer — Design Systems","size":"large"},{"component":"Badge","id":"badgeDept","text":"Product Design • San Francisco (Hybrid)","variant":"secondary"},{"component":"TagBlock","id":"tagSkills","tags":["Design Systems","Figma","Accessibility","Design Tokens","Mentorship"]},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"contactRow","children":["contactEmail","contactLocation"],"variant":"clear","direction":"row","gap":"m","justify":"center","wrap":true},{"component":"TextContent","id":"contactEmail","text":"✉️ elena.torres@company.com","size":"small"},{"component":"TextContent","id":"contactLocation","text":"📍 SF — Building 4, Desk 4B-112 • Local time: 10:24 AM","size":"small"},{"component":"Card","id":"bioCard","children":["bioHeader","bioText"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"bioHeader","title":"About","subtitle":"Bio • 8 years at Company • Pronouns: she/her"},{"component":"MarkDownRenderer","id":"bioText","variant":"clear","textMarkdown":"Elena leads the **Design System** practice, maintaining our component library used by 40+ product teams. She specializes in accessible, token-driven UI and bridging design-engineering workflows.\n\n> Passionate about making complex systems feel simple — whether it's a design token or a new hire's first week.\n\nOutside of work, she mentors junior designers, runs the monthly *Design Crit* and volunteers teaching UX to high-school students. Ask her about Figma plugins, WCAG, or the best coffee near Market St."},{"component":"Card","id":"messageCard","children":["messageHeader","availabilityCallout","messageForm"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"messageHeader","title":"Send a message","subtitle":"Direct message to Elena — typically replies within 4 hours"},{"component":"Callout","id":"availabilityCallout","variant":"success","title":"Available","description":"Online now • Open to quick chats and mentorship requests"},{"component":"Form","id":"messageForm","name":"messageForm","buttons":"formButtons","fields":["fieldSubject","fieldMessage"]},{"component":"FormControl","id":"fieldSubject","label":"Subject","input":"inputSubject","hint":"Keep it short and descriptive"},{"component":"Input","id":"inputSubject","name":"subject","placeholder":"e.g., Quick question about Q3 roadmap","type":"text"},{"component":"FormControl","id":"fieldMessage","label":"Message","input":"inputMessage","hint":"This will be sent via Company Chat and email"},{"component":"TextArea","id":"inputMessage","name":"message","placeholder":"Hi Elena, I wanted to reach out about...","rows":4},{"component":"Buttons","id":"formButtons","buttons":["sendButton"],"direction":"row"},{"component":"Button","id":"sendButton","label":"Send Message","variant":"primary"},{"component":"FollowUpBlock","id":"followUpBlock","items":["fu1","fu2","fu3"]},{"component":"FollowUpItem","id":"fu1","text":"View Elena's team"},{"component":"FollowUpItem","id":"fu2","text":"Schedule a 30-min intro"},{"component":"FollowUpItem","id":"fu3","text":"See recent projects by Elena"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..7f94cefbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-profile__r4.txt
@@ -0,0 +1,4 @@
+Here's a single-screen directory profile for Maya Chen — covering name + role, bio, and messaging:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"person-profile-maya-chen","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"person-profile-maya-chen","components":[{"component":"Card","id":"root","children":["headerCard","bioCard","messageCard"],"variant":"clear","direction":"column","gap":"m"},{"component":"Card","id":"headerCard","children":["avatar","headerInfo"],"variant":"card","direction":"row","gap":"l","align":"center"},{"component":"Avatar","id":"avatar","fallback":"MC","src":"https://i.pravatar.cc/150?img=5","alt":"Maya Chen"},{"component":"Card","id":"headerInfo","children":["nameHeading","roleText","badgeRow","tagBlock"],"variant":"clear","direction":"column","gap":"xs"},{"component":"Heading","id":"nameHeading","text":"Maya Chen","level":"h1"},{"component":"TextContent","id":"roleText","text":"Senior Product Designer • Design Systems","size":"large"},{"component":"Card","id":"badgeRow","children":["badgeAvailable","badgeLocation"],"variant":"clear","direction":"row","gap":"s"},{"component":"Badge","id":"badgeAvailable","text":"● Available — 9am–5pm PT","variant":"secondary"},{"component":"Badge","id":"badgeLocation","text":"San Francisco • Remote Hybrid","variant":"outline"},{"component":"TagBlock","id":"tagBlock","tags":["Design Systems","Accessibility","Figma","Prototyping"]},{"component":"Card","id":"bioCard","children":["bioHeader","bioText","separator1","detailsList"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"bioHeader","title":"About","subtitle":"Bio & background"},{"component":"MarkDownRenderer","id":"bioText","textMarkdown":"Maya leads the **Design Systems** team, focused on building inclusive, scalable interfaces used by 12+ product squads. With 8 years at the company, she previously led the redesign of our mobile app and established our accessibility guidelines.\n\nOutside of work she mentors junior designers, hosts the monthly *Design Crit* workshop, and volunteers with Girls Who Code. Ask her about design tokens, color contrast, or the best coffee spots in SoMa.","variant":"clear"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"ListBlock","id":"detailsList","variant":"number","items":["detail1","detail2","detail3"]},{"component":"ListItem","id":"detail1","title":"Department","subtitle":"Product Design — Platform Experience"},{"component":"ListItem","id":"detail2","title":"Reports to","subtitle":"David Park, VP of Design"},{"component":"ListItem","id":"detail3","title":"Joined","subtitle":"March 2017 • 8 years at company"},{"component":"Card","id":"messageCard","children":["messageHeader","alertInfo","messageForm"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"messageHeader","title":"Send a message","subtitle":"Direct message to Maya Chen"},{"component":"Alert","id":"alertInfo","title":"Response time","description":"Maya typically replies within a few hours during 9am–5pm PT. For urgent requests, tag @maya-chen in Slack.","variant":"info"},{"component":"Form","id":"messageForm","name":"messageForm","fields":["subjectControl","messageControl"],"buttons":"formButtons"},{"component":"FormControl","id":"subjectControl","label":"Subject","input":"subjectInput","hint":"Optional — e.g., Quick question about design tokens"},{"component":"Input","id":"subjectInput","name":"subject","placeholder":"Add a subject","type":"text"},{"component":"FormControl","id":"messageControl","label":"Message","input":"messageArea","hint":"This will be sent via company chat and email"},{"component":"TextArea","id":"messageArea","name":"message","placeholder":"Hi Maya, I wanted to reach out about...","rows":4},{"component":"Buttons","id":"formButtons","buttons":["sendButton","scheduleButton"],"direction":"row"},{"component":"Button","id":"sendButton","label":"Send Message","variant":"primary"},{"component":"Button","id":"scheduleButton","label":"Schedule 1:1","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..c336d4422
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,4 @@
+Mid-morning pulse check — live revenue vs. same time yesterday:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-0818","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Shop Pulse"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-0818","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","kpiRow","chartCard","insightAlert","detailCard","footerText"]},{"id":"header","component":"CardHeader","title":"Mid-Morning Check-In","subtitle":"Tuesday, Aug 18 • 11:30 AM • Live sales pulse"},{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["todayCard","yesterdayCard","changeCard"]},{"id":"todayCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["todayLabel","todayValue","todaySub","todayProgress"]},{"id":"yesterdayCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["yesterdayLabel","yesterdayValue","yesterdaySub","yesterdayNote"]},{"id":"changeCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["changeBadge","changeValue","changeSub","changeProgress"]},{"id":"todayLabel","component":"TextContent","text":"REVENUE SO FAR TODAY","size":"small"},{"id":"todayValue","component":"Heading","text":"$1,847.00","level":"h1"},{"id":"todaySub","component":"TextContent","text":"as of 11:30 AM • 42 transactions • Avg $44.00","size":"small"},{"id":"todayProgress","component":"Progress","value":38,"label":"38% of $4,850 daily goal"},{"id":"yesterdayLabel","component":"TextContent","text":"SAME TIME YESTERDAY","size":"small"},{"id":"yesterdayValue","component":"Heading","text":"$1,620.00","level":"h2"},{"id":"yesterdaySub","component":"TextContent","text":"Mon, Aug 17 • 11:30 AM • 38 transactions","size":"small"},{"id":"yesterdayNote","component":"TextContent","text":"Yesterday closed at $4,280","size":"small"},{"id":"changeBadge","component":"Badge","text":"+14.0% vs yesterday","variant":"default"},{"id":"changeValue","component":"TextContent","text":"+$227 ahead","size":"large-heavy"},{"id":"changeSub","component":"TextContent","text":"You're pacing ahead. 4 more transactions than yesterday at this time.","size":"small"},{"id":"changeProgress","component":"Progress","value":14,"label":"+14% lift"},{"id":"chartCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["chartHeader","barChart"]},{"id":"chartHeader","component":"CardHeader","title":"Hourly Revenue: Today vs Same Time Yesterday","subtitle":"Grouped by hour — shows where the lift came from"},{"id":"barChart","component":"BarChart","labels":["8 AM","9 AM","10 AM","11 AM*"],"series":["seriesToday","seriesYesterday"],"variant":"grouped","xLabel":"Hour","yLabel":"Revenue ($)"},{"id":"seriesToday","component":"Series","category":"Today","values":[320,580,520,427]},{"id":"seriesYesterday","component":"Series","category":"Yesterday (same time)","values":[280,510,480,350]},{"id":"insightAlert","component":"Alert","title":"Ahead of pace — strong 9-11 AM","description":"Today's 9 AM and 11 AM hours are driving the +$227 gap (+$70 at 9 AM, +$77 at 11 AM). If this pace holds, you're on track for ~$4,920 today vs $4,280 yesterday.","variant":"success"},{"id":"detailCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["detailHeader","detailTable"]},{"id":"detailHeader","component":"CardHeader","title":"Breakdown by Hour","subtitle":"*11 AM is partial (11:00-11:30)"},{"id":"detailTable","component":"Table","columns":["colHour","colToday","colYesterday","colDiff","colDiffPct"]},{"id":"colHour","component":"Col","label":"Hour","data":["8 AM","9 AM","10 AM","11 AM*","TOTAL to 11:30"],"type":"string"},{"id":"colToday","component":"Col","label":"Today","data":["$320","$580","$520","$427","$1,847"],"type":"string"},{"id":"colYesterday","component":"Col","label":"Yesterday Same Time","data":["$280","$510","$480","$350","$1,620"],"type":"string"},{"id":"colDiff","component":"Col","label":"Difference","data":["+$40","+$70","+$40","+$77","+$227"],"type":"string"},{"id":"colDiffPct","component":"Col","label":"+ %","data":["+14.3%","+13.7%","+8.3%","+22.0%","+14.0%"],"type":"string"},{"id":"footerText","component":"TextContent","text":"Last updated: 11:30 AM • Auto-refreshes every 15 min • Comparison is time-matched (opening to 11:30 AM)","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..facd6426f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,11 @@
+Mid-morning pulse check ready — revenue today and head-to-head vs yesterday same time (11:30 AM cut-off).
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Shop Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-dashboard","components":[{"component":"Card","id":"root","children":["header","kpiRow","comparisonCard","trendCard","insightAlert","detailsTable","followUps"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Mid-Morning Check-In","subtitle":"Tuesday, Aug 18 • 11:30 AM • Open 3.5 hrs (8:00 AM - 11:30 AM)"},{"component":"Card","id":"kpiRow","children":["todayCard","yesterdayCard","diffCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"todayCard","children":["todayLabel","todayValue","todayMeta","todayBadge"],"variant":"card","direction":"column","gap":"xs"},{"component":"Card","id":"yesterdayCard","children":["yesterdayLabel","yesterdayValue","yesterdayMeta"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"Card","id":"diffCard","children":["diffLabel","diffValue","diffMeta","diffBadge"],"variant":"card","direction":"column","gap":"xs"},{"component":"Card","id":"comparisonCard","children":["comparisonHeader","barChart","barCaption"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"trendCard","children":["trendHeader","lineChart"],"variant":"card","direction":"column","gap":"m"},{"component":"Alert","id":"insightAlert","title":"You're ahead of yesterday's pace","description":"+$314.50 (+12.4%) vs same time yesterday. If this pace holds, you're tracking toward ~$8,240 vs $7,350 yesterday. Strongest lift 9-10 AM.","variant":"success"},{"component":"Table","id":"detailsTable","columns":["colTime","colToday","colYesterday","colDiff"]},{"component":"FollowUpBlock","id":"followUps","items":["fu1","fu2","fu3"]},{"component":"TextContent","id":"todayLabel","text":"1 — REVENUE SO FAR TODAY","size":"small"},{"component":"Heading","id":"todayValue","text":"$2,847.50","level":"h1"},{"component":"TextContent","id":"todayMeta","text":"87 transactions • Avg $32.73 • as of 11:30 AM","size":"small"},{"component":"Badge","id":"todayBadge","text":"+12.4% vs yesterday","variant":"secondary"},{"component":"TextContent","id":"yesterdayLabel","text":"2 — SAME TIME YESTERDAY","size":"small"},{"component":"Heading","id":"yesterdayValue","text":"$2,533.00","level":"h2"},{"component":"TextContent","id":"yesterdayMeta","text":"Mon 8:00-11:30 AM • 81 transactions","size":"small"},{"component":"TextContent","id":"diffLabel","text":"DIFFERENCE","size":"small"},{"component":"Heading","id":"diffValue","text":"+$314.50","level":"h2"},{"component":"TextContent","id":"diffMeta","text":"Ahead by 6 transactions • On pace for daily goal","size":"small"},{"component":"Badge","id":"diffBadge","text":"Ahead of pace","variant":"default"},{"component":"CardHeader","id":"comparisonHeader","title":"Today vs Yesterday — Same Time Window","subtitle":"Direct comparison to 11:30 AM cut-off"},{"component":"BarChart","id":"barChart","labels":["Revenue to 11:30 AM"],"series":["seriesYesterday","seriesToday"],"variant":"grouped","xLabel":"Amount ($)","yLabel":"Period"},{"component":"TextContent","id":"barCaption","text":"Today $2,847.50 vs Yesterday $2,533.00 — you are $314.50 ahead at mid-morning.","size":"small"},{"component":"CardHeader","id":"trendHeader","title":"Cumulative Pace — Today vs Yesterday","subtitle":"How revenue built hour-by-hour to 11:30 AM"},{"component":"LineChart","id":"lineChart","labels":["8 AM","9 AM","10 AM","11 AM","11:30 AM"],"series":["lineYesterdaySeries","lineTodaySeries"],"variant":"natural","xLabel":"Time","yLabel":"Cumulative Revenue ($)"},{"component":"Col","id":"colTime","label":"Hour Block","data":["8-9 AM","9-10 AM","10-11 AM","11-11:30 AM","TOTAL to 11:30"],"type":"string"},{"component":"Col","id":"colToday","label":"Today","data":["$420.00","$890.00","$1,120.00","$417.50","$2,847.50"],"type":"string"},{"component":"Col","id":"colYesterday","label":"Yesterday Same Time","data":["$380.00","$750.00","$980.00","$423.00","$2,533.00"],"type":"string"},{"component":"Col","id":"colDiff","label":"Difference","data":["+$40.00","+$140.00","+$140.00","-$5.50","+$314.50"],"type":"string"},{"component":"FollowUpItem","id":"fu1","text":"Show full day forecast"},{"component":"FollowUpItem","id":"fu2","text":"Break down by payment method"},{"component":"FollowUpItem","id":"fu3","text":"Compare this week vs last week"},{"component":"Series","id":"seriesYesterday","category":"Yesterday","values":[2533]},{"component":"Series","id":"seriesToday","category":"Today","values":[2847.5]},{"component":"Series","id":"lineYesterdaySeries","category":"Yesterday (Mon)","values":[0,380,1130,2110,2533]},{"component":"Series","id":"lineTodaySeries","category":"Today (Tue)","values":[0,420,1310,2430,2847.5]}]}}</a2ui-json>
+
+**How to read it:**
+
+**1. Revenue so far today:** **$2,847.50** across 87 transactions (avg $32.73) as of 11:30 AM — shown top-left as your primary KPI.
+
+**2. vs Same Time Yesterday:** **$2,533.00** (81 txns to 11:30 AM Monday) — you're **+$314.50 / +12.4% ahead**. The bar chart gives the instant visual head-to-head, the line chart shows you pulled ahead 9-10 AM and held it, and the table breaks it down by hour block.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..beaffb0a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,11 @@
+Mid-morning snapshot for your shop — revenue so far today vs. yesterday at the same time.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-dashboard","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-dashboard","components":[{"component":"Card","id":"root","children":["heading","subtitle","todayCard","comparisonCard","calloutInsight","detailsTableCard","followUpBlock"],"direction":"column","gap":"l","variant":"clear"},{"component":"Heading","id":"heading","text":"Mid-Morning Check-In","level":"h2"},{"component":"TextContent","id":"subtitle","text":"Tuesday, 10:30 AM  •  Store open 2.5 hours  •  All sales to cutoff time","size":"small"},{"component":"Card","id":"todayCard","children":["todayHeader","todayRevenueRow","todayProgress","todayHint"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"todayHeader","title":"1. Revenue So Far Today","subtitle":"Updated live to 10:30 AM"},{"component":"Card","id":"todayRevenueRow","children":["revenueAmount","badgeDelta"],"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"TextContent","id":"revenueAmount","text":"$1,842.00","size":"large-heavy"},{"component":"Badge","id":"badgeDelta","text":"+18.1% vs yesterday","variant":"default"},{"component":"Progress","id":"todayProgress","value":61,"label":"61% of daily target ($3,000)"},{"component":"TextContent","id":"todayHint","text":"32 transactions  •  Avg ticket $57.56  •  Best hour: 9-10 AM ($812)","size":"small"},{"component":"Card","id":"comparisonCard","children":["comparisonHeader","barChart","comparisonStatsRow","comparisonTableNote"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"comparisonHeader","title":"2. Compared to Yesterday — Same Time","subtitle":"Yesterday Tuesday 10:30 AM cutoff vs. Today 10:30 AM cutoff"},{"component":"BarChart","id":"barChart","labels":["Revenue by 10:30 AM"],"series":["seriesYesterday","seriesToday"],"variant":"grouped","xLabel":"Time cutoff","yLabel":"Revenue ($)"},{"component":"Series","id":"seriesYesterday","category":"Yesterday","values":[1560]},{"component":"Series","id":"seriesToday","category":"Today","values":[1842]},{"component":"Card","id":"comparisonStatsRow","children":["deltaTag","percentText"],"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Tag","id":"deltaTag","text":"+$282 ahead of yesterday","variant":"success","size":"md"},{"component":"TextContent","id":"percentText","text":"Today $1,842 vs Yesterday $1,560 at 10:30 AM  •  +$282 (+18.1%)","size":"small-heavy"},{"component":"TextContent","id":"comparisonTableNote","text":"You're pacing ahead. Yesterday finished at $2,945 — you're on track to beat it if the pace holds.","size":"small"},{"component":"Callout","id":"calloutInsight","variant":"success","title":"You're ahead this morning","description":"Stronger foot traffic and 2 more transactions than yesterday by this time. Keep momentum through lunch."},{"component":"Card","id":"detailsTableCard","children":["detailsHeader","revenueTable","detailsFootnote"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"detailsHeader","title":"Details","subtitle":"Same cutoff comparison"},{"component":"Table","id":"revenueTable","columns":["colTime","colToday","colYesterday","colChange"]},{"component":"Col","id":"colTime","label":"Window","data":["Open → 10:30 AM","Full Day"],"type":"string"},{"component":"Col","id":"colToday","label":"Today","data":["$1,842.00","~$3,650 est."],"type":"string"},{"component":"Col","id":"colYesterday","label":"Yesterday","data":["$1,560.00","$2,945.00"],"type":"string"},{"component":"Col","id":"colChange","label":"Difference","data":["+$282 (+18.1%)","On pace +$705"],"type":"string"},{"component":"TextContent","id":"detailsFootnote","text":"*Full day projection based on current hourly average. Yesterday's full day is actual closed sales.","size":"small"},{"component":"FollowUpBlock","id":"followUpBlock","items":["fu1","fu2","fu3"]},{"component":"FollowUpItem","id":"fu1","text":"Show hourly sales breakdown"},{"component":"FollowUpItem","id":"fu2","text":"Compare this week vs last week"},{"component":"FollowUpItem","id":"fu3","text":"What drove the increase?"}]}}</a2ui-json>
+
+**How to read this:**
+
+**1. Revenue so far today:** **$1,842.00** as of 10:30 AM (32 transactions) — you're at 61% of your $3,000 daily target already.
+
+**2. Same time yesterday:** **$1,560.00** by 10:30 AM yesterday. You're **+$282 ahead (+18.1%)** this morning, and on pace to beat yesterday's full-day total of $2,945.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..417146257
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,5 @@
+Mid-morning pulse check for your shop — revenue today vs. yesterday at the same time:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-0818","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Shop Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-0818","components":[{"component":"Card","id":"root","children":["header","kpiRow","chartCard","insightCallout","detailsTableCard","followUpBlock"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Mid-Morning Check-In","subtitle":"Tuesday, Aug 18 • 11:00 AM • All sales up to now"},{"component":"Card","id":"kpiRow","children":["todayRevenueCard","yesterdayCompareCard","diffCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"chartCard","children":["chartHeader","compareBarChart","separator1","trendHeader","intradayLine"],"direction":"column","gap":"m","variant":"card"},{"component":"Callout","id":"insightCallout","variant":"success","title":"Ahead of pace — keep it up","description":"You're $282 ahead of yesterday at this time (+18.1%). At this pace you're on track for ~$2,710 by close vs $2,405 yesterday."},{"component":"Card","id":"detailsTableCard","children":["tableHeader","revenueTable"],"direction":"column","gap":"s","variant":"clear"},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUp1","followUp2","followUp3"]},{"component":"Card","id":"todayRevenueCard","children":["todayLabel","todayValue","todaySubtext","todayProgress"],"direction":"column","gap":"xs","variant":"card"},{"component":"Card","id":"yesterdayCompareCard","children":["yesterdayLabel","yesterdayValue","yesterdaySubtext","yesterdayProgress"],"direction":"column","gap":"xs","variant":"sunk"},{"component":"Card","id":"diffCard","children":["diffBadge","diffValue","diffSubtext","diffTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"chartHeader","title":"1. Revenue so far today vs 2. Same time yesterday","subtitle":"Direct comparison at 11:00 AM cut-off"},{"component":"BarChart","id":"compareBarChart","labels":["Yesterday 11:00 AM","Today 11:00 AM"],"series":["revenueSeries"],"variant":"grouped","yLabel":"Revenue ($)","xLabel":"Cut-off time"},{"component":"Series","id":"revenueSeries","category":"Revenue","values":[1560,1842]},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Heading","id":"trendHeader","text":"Intraday trend — how you got there","level":"h4"},{"component":"LineChart","id":"intradayLine","labels":["8 AM","9 AM","10 AM","11 AM"],"series":["todayTrendSeries","yesterdayTrendSeries"],"variant":"natural","yLabel":"Cumulative revenue ($)","xLabel":"Time"},{"component":"Series","id":"todayTrendSeries","category":"Today","values":[320,890,1420,1842]},{"component":"Series","id":"yesterdayTrendSeries","category":"Yesterday","values":[280,710,1180,1560]},{"component":"Table","id":"revenueTable","columns":["colTime","colToday","colYesterday","colDiff"]},{"component":"Col","id":"colTime","label":"Time slot (cumulative)","data":["By 9 AM","By 10 AM","By 11 AM"],"type":"string"},{"component":"Col","id":"colToday","label":"Today","data":["$890","$1,420","$1,842"],"type":"string"},{"component":"Col","id":"colYesterday","label":"Yesterday same time","data":["$710","$1,180","$1,560"],"type":"string"},{"component":"Col","id":"colDiff","label":"Difference","data":["+$180 (+25.4%)","+$240 (+20.3%)","+$282 (+18.1%)"],"type":"string"},{"component":"TextContent","id":"todayLabel","text":"1. Revenue so far today","size":"small"},{"component":"Heading","id":"todayValue","text":"$1,842","level":"h1"},{"component":"TextContent","id":"todaySubtext","text":"as of 11:00 AM • 47 transactions • Avg ticket $39.19","size":"small"},{"component":"Progress","id":"todayProgress","value":76,"label":"76% of yesterday's full-day ($2,405)"},{"component":"TextContent","id":"yesterdayLabel","text":"2. Same time yesterday","size":"small"},{"component":"Heading","id":"yesterdayValue","text":"$1,560","level":"h2"},{"component":"TextContent","id":"yesterdaySubtext","text":"Monday, Aug 17 by 11:00 AM • 41 transactions","size":"small"},{"component":"Progress","id":"yesterdayProgress","value":65,"label":"65% of that day's total at this time"},{"component":"Badge","id":"diffBadge","text":"+18.1% vs yesterday","variant":"default"},{"component":"Heading","id":"diffValue","text":"+$282 ahead","level":"h2"},{"component":"TextContent","id":"diffSubtext","text":"6 more transactions than yesterday at 11 AM","size":"small"},{"component":"Tag","id":"diffTag","text":"Trending Up","variant":"success","size":"sm"},{"component":"CardHeader","id":"tableHeader","title":"Cumulative breakdown","subtitle":"Same cut-off time, apples-to-apples"},{"component":"FollowUpItem","id":"followUp1","text":"Show hourly sales breakdown"},{"component":"FollowUpItem","id":"followUp2","text":"What drove the lift today?"},{"component":"FollowUpItem","id":"followUp3","text":"Project full-day close"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..c61b6063b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r1.txt
@@ -0,0 +1,5 @@
+Single-task focus view — built around your most urgent deadline with clear status and one-tap completion.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#DC2626","agentDisplayName":"Focus"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-view","components":[{"component":"Card","id":"root","variant":"sunk","direction":"column","gap":"l","children":["heading","subText","alertUrgent","taskCard","actionButtons","footerText"]},{"component":"Heading","id":"heading","text":"Today's Focus","level":"h1"},{"component":"TextContent","id":"subText","text":"One task at a time. Full attention on what matters most.","size":"small"},{"component":"Alert","id":"alertUrgent","title":"🔥 Most Urgent Task","description":"Deadline in 4h 12m — Today at 5:00 PM. This is your #1 priority.","variant":"destructive"},{"component":"Card","id":"taskCard","variant":"card","direction":"column","gap":"m","children":["taskHeader","tagRow","taskDesc","separatorA","metaRow","progress"]},{"component":"Buttons","id":"actionButtons","buttons":["markDoneBtn"],"direction":"column"},{"component":"TextContent","id":"footerText","text":"Tip: Marking this done will clear your focus and reveal the next priority.","size":"small"},{"component":"CardHeader","id":"taskHeader","title":"Submit Q4 Client Proposal","subtitle":"Due Today • August 18, 2026 • 5:00 PM"},{"component":"Card","id":"tagRow","variant":"clear","direction":"row","gap":"s","align":"center","children":["tagUrgent","tagStatus","badgeOverdue"]},{"component":"TextContent","id":"taskDesc","text":"Finalize pricing table, add 2 case studies, and send to Acme Corp for review. This is blocking the team's next sprint and client sign-off.","size":"default"},{"component":"Separator","id":"separatorA","orientation":"horizontal","decorative":true},{"component":"Card","id":"metaRow","variant":"clear","direction":"row","justify":"between","align":"center","children":["deadlineBlock","statusBadge"]},{"component":"Progress","id":"progress","value":65,"label":"Progress — 65% complete"},{"component":"Button","id":"markDoneBtn","label":"✓  Mark as Done","variant":"primary","size":"large"},{"component":"Tag","id":"tagUrgent","text":"URGENT","variant":"danger","size":"md"},{"component":"Tag","id":"tagStatus","text":"High Priority","variant":"warning","size":"md"},{"component":"Badge","id":"badgeOverdue","text":"Due Today","variant":"destructive"},{"component":"Card","id":"deadlineBlock","variant":"clear","direction":"column","gap":"none","children":["deadlineLabel","deadlineValue"]},{"component":"Badge","id":"statusBadge","text":"●  In Progress","variant":"secondary"},{"component":"TextContent","id":"deadlineLabel","text":"DEADLINE","size":"small"},{"component":"TextContent","id":"deadlineValue","text":"Today, 5:00 PM • 4h 12m left","size":"small-heavy"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..f136cedfb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r2.txt
@@ -0,0 +1,10 @@
+Your personal focus view is ready — centered on your single most urgent task:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"focus-single-task-view","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"focus-single-task-view","components":[{"component":"Card","id":"root","children":["header","mainTaskCard","statusCard","actionsCard"],"variant":"clear","direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Personal Focus","subtitle":"1 task needs your attention right now"},{"component":"Card","id":"mainTaskCard","children":["taskTitleRow","deadlineAlert","taskDesc"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"taskTitleRow","children":["taskHeading","urgentBadge"],"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},{"component":"Heading","id":"taskHeading","text":"Finalize Q3 Financial Report","level":"h2"},{"component":"Badge","id":"urgentBadge","text":"● MOST URGENT","variant":"destructive"},{"component":"Alert","id":"deadlineAlert","title":"Deadline: Tomorrow at 5:00 PM","description":"Tuesday, August 19, 2026 • Due in 18 hours — This is your most urgent deadline.","variant":"warning"},{"component":"TextContent","id":"taskDesc","text":"Consolidate revenue, complete expense audit, and draft board summary. This task was flagged as urgent because it blocks 3 other dependent tasks.","size":"default"},{"component":"Card","id":"statusCard","children":["statusHeader","progress","statusText","tagBlock"],"variant":"sunk","direction":"column","gap":"m"},{"component":"CardHeader","id":"statusHeader","title":"Current Status","subtitle":"Track where you stand"},{"component":"Progress","id":"progress","value":65,"label":"In Progress — 65% complete"},{"component":"TextContent","id":"statusText","text":"**Status: In Progress** • Last updated Today at 9:42 AM • 3 of 5 subtasks completed • Next step: Review expense audit","size":"small"},{"component":"TagBlock","id":"tagBlock","tags":["In Progress","High Priority","Work • Finance"]},{"component":"Card","id":"actionsCard","children":["actionHeader","actionButtons","hintText"],"variant":"clear","direction":"column","gap":"m"},{"component":"TextContent","id":"actionHeader","text":"Ready to close this out?","size":"large-heavy"},{"component":"Buttons","id":"actionButtons","buttons":["markDoneButton","deferButton"],"direction":"row"},{"component":"Button","id":"markDoneButton","label":"✓ Mark as Done","variant":"primary","size":"large"},{"component":"Button","id":"deferButton","label":"Remind me later","variant":"secondary","size":"large"},{"component":"TextContent","id":"hintText","text":"Marking as done will archive this task, celebrate your progress, and reveal your next focus.","size":"small"}]}}</a2ui-json>
+
+**Covered:**
+1. **Most urgent task + deadline** — "Finalize Q3 Financial Report" with prominent warning alert: *Tomorrow, Aug 19 at 5:00 PM (18 hours)*
+2. **Current status** — "In Progress — 65%" with progress bar, tags, and last-updated detail
+3. **Way to mark it done** — Large primary button "✓ Mark as Done"
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..d42296037
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r3.txt
@@ -0,0 +1,5 @@
+Single-task focus view — built around your most urgent item with deadline, live status, and one-tap completion.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"focus-task-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Focus"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"focus-task-view","components":[{"component":"Card","id":"root","direction":"column","gap":"l","children":["heading","urgentCallout","mainTaskCard","actionCard"]},{"component":"Heading","id":"heading","text":"Today's Focus","level":"h2"},{"component":"Alert","id":"urgentCallout","title":"1 Most Urgent Task","description":"This is your single priority. Clear this to unlock your next focus.","variant":"warning"},{"component":"Card","id":"mainTaskCard","variant":"card","direction":"column","gap":"m","children":["taskHeader","deadlineBlock","divider1","statusBlock","tagBlock"]},{"component":"CardHeader","id":"taskHeader","title":"Finalize Acme Corp Presentation","subtitle":"Most Urgent • Priority: Critical"},{"component":"Card","id":"deadlineBlock","variant":"clear","direction":"column","gap":"xs","children":["deadlineLabel","deadlineValueRow"]},{"component":"TextContent","id":"deadlineLabel","text":"DEADLINE","size":"small"},{"component":"Card","id":"deadlineValueRow","variant":"clear","direction":"row","gap":"s","align":"center","children":["deadlineBadge","deadlineTime"]},{"component":"Badge","id":"deadlineBadge","text":"Due Today","variant":"destructive"},{"component":"TextContent","id":"deadlineTime","text":"Mon, Aug 18 • 6:00 PM — in 4 hours","size":"small-heavy"},{"component":"Separator","id":"divider1","orientation":"horizontal","decorative":true},{"component":"Card","id":"statusBlock","variant":"sunk","direction":"column","gap":"s","children":["statusLabel","statusBadgeRow","progress"]},{"component":"TextContent","id":"statusLabel","text":"Current Status","size":"small"},{"component":"Card","id":"statusBadgeRow","variant":"clear","direction":"row","gap":"s","align":"center","children":["statusBadge","statusDesc"]},{"component":"Badge","id":"statusBadge","text":"In Progress","variant":"secondary"},{"component":"TextContent","id":"statusDesc","text":"60% complete • Last updated 2h ago","size":"small"},{"component":"Progress","id":"progress","value":60,"label":"60% complete"},{"component":"TagBlock","id":"tagBlock","tags":["Work","High Priority","Presentation"]},{"component":"Card","id":"actionCard","variant":"clear","direction":"column","gap":"s","children":["actionButtons","hintText"]},{"component":"Buttons","id":"actionButtons","direction":"column","buttons":["markDoneBtn","snoozeBtn"]},{"component":"Button","id":"markDoneBtn","label":"✓ Mark as Done","variant":"primary","size":"large"},{"component":"Button","id":"snoozeBtn","label":"Snooze for 1 hour","variant":"secondary","size":"medium"},{"component":"TextContent","id":"hintText","text":"Marking done will archive this task and reveal your next focus item.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..336b1a195
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-task__r4.txt
@@ -0,0 +1,11 @@
+Your single-task focus view is ready — centered on one urgent task only.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"focus-single-task-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Focus"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"focus-single-task-001","components":[{"component":"Card","id":"root","direction":"column","gap":"l","children":["header","urgencyAlert","taskCard","actionButtons","footerHint"]},{"component":"CardHeader","id":"header","title":"Today's Focus","subtitle":"One urgent task. Nothing else."},{"component":"Alert","id":"urgencyAlert","variant":"warning","title":"Most Urgent • Due Tomorrow","description":"This is your #1 priority. All other tasks are hidden until this is done."},{"component":"Card","id":"taskCard","variant":"card","direction":"column","gap":"m","children":["taskHeading","metaRow","deadlineCard","separator1","statusRow","progressBar","descriptionText"]},{"component":"Heading","id":"taskHeading","text":"Submit Q3 Budget Proposal","level":"h2"},{"component":"Card","id":"metaRow","variant":"clear","direction":"row","gap":"s","align":"center","children":["badgeUrgent","badgeProject"]},{"component":"Badge","id":"badgeUrgent","text":"🔥 URGENT","variant":"destructive"},{"component":"Badge","id":"badgeProject","text":"Finance • Q3 Planning","variant":"secondary"},{"component":"Card","id":"deadlineCard","variant":"sunk","direction":"column","gap":"xs","children":["deadlineLabel","deadlineValue","deadlineCountdown"]},{"component":"TextContent","id":"deadlineLabel","text":"DEADLINE","size":"small"},{"component":"Heading","id":"deadlineValue","text":"Tuesday, Aug 19 • 5:00 PM","level":"h3"},{"component":"TextContent","id":"deadlineCountdown","text":"⏰ Due in 22 hours • Tomorrow afternoon","size":"small"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"statusRow","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["statusLeft","statusRight"]},{"component":"Card","id":"statusLeft","variant":"clear","direction":"row","gap":"s","align":"center","children":["statusLabel","statusBadge"]},{"component":"TextContent","id":"statusLabel","text":"Status:","size":"small-heavy"},{"component":"Badge","id":"statusBadge","text":"In Progress","variant":"default"},{"component":"TextContent","id":"statusRight","text":"65% complete","size":"small"},{"component":"Progress","id":"progressBar","value":65,"label":"Progress: 65%"},{"component":"TextContent","id":"descriptionText","text":"Final review with finance team is complete. Just needs your executive summary and submission to leadership portal. Block 45 minutes to finish.","size":"default"},{"component":"Buttons","id":"actionButtons","direction":"column","buttons":["btnDone","btnSnooze"]},{"component":"Button","id":"btnDone","label":"✓ Mark as Done","variant":"primary","size":"large"},{"component":"Button","id":"btnSnooze","label":"Remind me in 1 hour","variant":"secondary","size":"medium"},{"component":"TextContent","id":"footerHint","text":"Marking as done will clear this focus and reveal your next priority.","size":"small"}]}}</a2ui-json>
+
+**This screen covers all 3 requirements:**
+
+1.  **Most urgent task + deadline** — `Submit Q3 Budget Proposal` shown as the only task, with deadline `Tuesday, Aug 19 • 5:00 PM` highlighted in a sunk card + countdown alert
+2.  **Current status** — `In Progress` badge + `65%` progress bar
+3.  **Way to mark it done** — Large primary button `✓ Mark as Done`
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..b7b9ae7f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,5 @@
+Live Platform Status for May — uptime and latest incident below.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"platform-status-may-2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Platform Team"}}} </a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"platform-status-may-2026","components":[{"component":"Card","id":"root","children":["headerCard","uptimeCard","incidentCard","separator","footerText"],"variant":"clear","direction":"column","gap":"l"},{"component":"Card","id":"headerCard","children":["heading","subtitle","statusRow"],"variant":"clear","direction":"column","gap":"xs"},{"component":"Heading","id":"heading","text":"Platform Status","level":"h1"},{"component":"TextContent","id":"subtitle","text":"API & core services — Live as of May 15, 2026 · 09:42 UTC · Auto-refreshes every 60s","size":"small"},{"component":"Card","id":"statusRow","children":["statusBadge","statusTag"],"variant":"clear","direction":"row","gap":"s","align":"center"},{"component":"Badge","id":"statusBadge","text":"● All Systems Operational","variant":"secondary"},{"component":"Tag","id":"statusTag","text":"SLA: 99.9%","variant":"success","size":"sm"},{"component":"Card","id":"uptimeCard","children":["uptimeHeader","uptimeBig","progress","uptimeDetails","uptimeSubDetails"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"uptimeHeader","title":"API Uptime — This Month (May 2026)","subtitle":"Current month-to-date · Measured from edge gateway"},{"component":"Heading","id":"uptimeBig","text":"99.95%","level":"h1"},{"component":"Progress","id":"progress","value":99.95,"label":"99.95% uptime (target 99.9%)"},{"component":"TextContent","id":"uptimeDetails","text":"**2 min 14 sec** total downtime this month · **43.2M** requests served · **142 ms** avg latency (p95: 289 ms)","size":"default"},{"component":"TextContent","id":"uptimeSubDetails","text":"May 1–15: 99.95% uptime. Exceeds 99.9% SLA by 0.05%. Longest incident window: 1m 52s on May 12. No downtime since May 12, 15:47 UTC.","size":"small"},{"component":"Card","id":"incidentCard","children":["incidentHeader","calloutResolved","incidentNote","timelineCard"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"incidentHeader","title":"Most Recent Incident","subtitle":"Last updated 3 days ago · Incident #INC-2026-0512"},{"component":"Callout","id":"calloutResolved","variant":"success","title":"Resolved — Elevated API Latency (P2)","description":"Resolved on May 12, 2026 at 15:47 UTC (duration 1h 24m)"},{"component":"TextContent","id":"incidentNote","text":"**What happened:** At 14:23 UTC our API latency spiked (p95 > 2.1s) after a database connection-pool config change reduced max connections. Error rate peaked at 1.8% (429/503s).\n\n**Resolution:** Rolled back pool config and scaled read-replicas. Latency returned to normal by **15:47 UTC, May 12** and verified via synthetic checks. No data loss.\n\n**Next steps:** Added guardrail on pool size changes and new alert for p95 > 500ms.","size":"default"},{"component":"Card","id":"timelineCard","children":["timelineText"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"TextContent","id":"timelineText","text":"**Timeline (UTC) — May 12:** 14:23 Detected → 14:31 Identified (DB pool) → 14:45 Mitigation started → **15:47 Resolved** → 16:15 Postmortem published. Status: **Closed**.","size":"small"},{"component":"Separator","id":"separator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"footerText","text":"Uptime calculated from 1-min probes in 3 regions. Subscribe to updates or view history at status.platform.internal","size":"small"}]}} </a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..bcb74232c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,5 @@
+Platform status screen is ready — showing live API uptime and the latest incident resolution.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"platform-status-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Platform Team"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"platform-status-page","components":[{"component":"Card","id":"root","children":["header","alertOperational","uptimeCard","incidentCard","separator2","footerText"],"variant":"clear","direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Platform Status","subtitle":"Real-time operational status • August 2026 • api.platform.internal"},{"component":"Alert","id":"alertOperational","title":"All Systems Operational","description":"No ongoing incidents. All services responding normally as of 09:42 UTC today.","variant":"success"},{"component":"Card","id":"uptimeCard","children":["uptimeHeader","uptimeProgress","uptimeStatsRow","uptimeNote"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"uptimeHeader","title":"API Uptime — This Month","subtitle":"Current month (Aug 1–18, 2026) • 30s synthetic checks across 3 regions"},{"component":"Progress","id":"uptimeProgress","value":99.95,"label":"99.95% uptime"},{"component":"Card","id":"uptimeStatsRow","children":["statDowntime","statRequests","statTarget"],"variant":"clear","direction":"row","gap":"m","justify":"between"},{"component":"TextContent","id":"statDowntime","text":"**21 min**\nDowntime this month","size":"small"},{"component":"TextContent","id":"statRequests","text":"**42.8M**\nRequests served","size":"small"},{"component":"TextContent","id":"statTarget","text":"**99.9%** SLA target\n✅ Exceeding target","size":"small"},{"component":"TextContent","id":"uptimeNote","text":"Uptime is calculated from successful 200 responses. Last 30 days: 99.97% • Last 90 days: 99.96%. Target SLA is 99.9%.","size":"small"},{"component":"Card","id":"incidentCard","children":["incidentHeader","incidentCallout","incidentDetails"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"incidentHeader","title":"Most Recent Incident","subtitle":"Resolved • Postmortem published as #2847"},{"component":"Callout","id":"incidentCallout","variant":"info","title":"Resolved on Aug 14, 2026 at 22:47 UTC","description":"Elevated API latency (P95 > 800ms) due to database connection pool saturation after deploy v2.14.3."},{"component":"TextContent","id":"incidentDetails","text":"**Impact:** 18% of API requests saw increased latency for 43 minutes (22:04 – 22:47 UTC). No errors or data loss — requests were slow but successful.\n\n**Mitigation:** Rolled back connection pool config, scaled read replicas from 3 → 6, and added pool saturation alert.\n\n**Status:** Monitoring complete. Full postmortem: status.company.com/incidents/2847","size":"default"},{"component":"Separator","id":"separator2","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"footerText","text":"Last checked: Aug 18, 2026 09:42 UTC • Subscribe to updates • View history • Contact platform-team@company.com","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..c410faea9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,5 @@
+Live Platform Status screen — covering API uptime and latest incident:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"platform-status-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Platform Team"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"platform-status-page","components":[{"component":"Card","id":"root","children":["header","uptimeCard","incidentCard","footerCard"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Platform Status","subtitle":"API & Services • August 2026 • All systems monitored"},{"component":"Card","id":"uptimeCard","children":["uptimeHeading","uptimeBadgeRow","uptimeProgress","uptimeText"],"direction":"column","gap":"m","variant":"card"},{"component":"Heading","id":"uptimeHeading","text":"API Uptime — This Month","level":"h2"},{"component":"Card","id":"uptimeBadgeRow","children":["uptimeBadge","uptimeSloTag"],"direction":"row","gap":"s","variant":"clear"},{"component":"Badge","id":"uptimeBadge","text":"● Operational","variant":"default"},{"component":"Tag","id":"uptimeSloTag","text":"SLO 99.9% — Passing","variant":"success","size":"sm"},{"component":"Progress","id":"uptimeProgress","value":99.92,"label":"99.92% uptime (Aug 1–18)"},{"component":"TextContent","id":"uptimeText","text":"**99.92%** uptime for the **API this month**. That's 34 minutes of downtime against a 43,200 minute window. We're 0.02% above our 99.9% SLO. Last 30 days: 99.95% | Uptime checks every 60s from 6 regions."},{"component":"Card","id":"incidentCard","children":["incidentHeader","incidentAlert","incidentDetails","incidentResolved"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"incidentHeader","title":"Most Recent Incident","subtitle":"Incident #INC-2026-0816 • Resolved"},{"component":"Alert","id":"incidentAlert","title":"Elevated API Latency — Aug 16, 2026","description":"p95 latency spiked to 1.8s (normal ~180ms) on US-EAST API gateway. Impact: ~12% of requests slow, no errors or data loss.","variant":"warning"},{"component":"TextContent","id":"incidentDetails","text":"**Note:** Database connection pool saturation after deploy v2.14.3 caused queueing on write endpoints. Team rolled back to v2.14.2 and increased pool from 50 → 100 connections. Error rate stayed <0.1% throughout."},{"component":"Tag","id":"incidentResolved","text":"✓ Resolved Aug 16, 2026 at 14:42 UTC (47m duration)","variant":"success","size":"md"},{"component":"Card","id":"footerCard","children":["footerText","footerSubtext"],"direction":"column","gap":"xs","variant":"sunk"},{"component":"TextContent","id":"footerText","text":"Status updated: Aug 18, 2026 09:00 UTC • Next check in ~42s","size":"small"},{"component":"TextContent","id":"footerSubtext","text":"Subscribe to updates • View incident history • Status API: status.platform.internal/v1","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..47c486eda
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,5 @@
+Status page for the platform team — live uptime and latest incident below.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"platform-status-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Platform Status"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"platform-status-v1","components":[{"component":"Card","id":"root","direction":"column","gap":"m","children":["header","separator1","uptimeCard","incidentCard","separator2","footerCard"]},{"component":"CardHeader","id":"header","title":"Platform Status","subtitle":"All systems operational • Last checked 2 minutes ago • August 2026"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"uptimeCard","variant":"card","direction":"column","gap":"m","children":["uptimeHeader","uptimeMetricRow","uptimeProgress","uptimeDetails","uptimeTable"]},{"component":"CardHeader","id":"uptimeHeader","title":"API Uptime — This Month","subtitle":"August 1–18, 2026 (MTD) • Target 99.9%"},{"component":"Card","id":"uptimeMetricRow","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["uptimePercent","uptimeBadge"]},{"component":"Heading","id":"uptimePercent","text":"99.95%","level":"h1"},{"component":"Badge","id":"uptimeBadge","text":"Operational","variant":"secondary"},{"component":"Progress","id":"uptimeProgress","value":99.95,"label":"99.95% uptime — 0.05% above SLO"},{"component":"TextContent","id":"uptimeDetails","text":"21 minutes total downtime • 43,200 minutes monitored • 2 incidents this month • Availability calculated from API gateway probes (1-min intervals)","size":"small"},{"component":"Table","id":"uptimeTable","columns":["colService","colUptime","colDowntime"]},{"component":"Col","id":"colService","label":"Service","data":["API Gateway","Auth Service","Ingest Pipeline"],"type":"string"},{"component":"Col","id":"colUptime","label":"Uptime (MTD)","data":["99.95%","99.99%","100%"],"type":"string"},{"component":"Col","id":"colDowntime","label":"Downtime","data":["21m","4m","0m"],"type":"string"},{"component":"Card","id":"incidentCard","variant":"card","direction":"column","gap":"m","children":["incidentHeader","incidentAlert","incidentNote","incidentMeta"]},{"component":"CardHeader","id":"incidentHeader","title":"Most Recent Incident","subtitle":"Incident #2026-08-16-01 • Resolved"},{"component":"Alert","id":"incidentAlert","title":"Elevated API Latency — Resolved Aug 16, 2026 at 14:42 UTC","description":"P95 latency spiked to 1.8s (normal ~180ms) for 84 minutes. Error rate remained <0.4%. No data loss.","variant":"info"},{"component":"TextCallout","id":"incidentNote","variant":"neutral","title":"What happened","description":"At 13:18 UTC a config rollout to the API edge cache caused a surge in cache misses and downstream DB pressure. On-call rolled back the config at 14:05 UTC, warmed caches, and confirmed full recovery at 14:42 UTC. Retrospective published Aug 17 with guardrails for staged rollouts."},{"component":"TextContent","id":"incidentMeta","text":"Duration: 1h 24m (13:18 – 14:42 UTC) • Impact: Degraded performance for ~18% of API requests (US-EAST) • Resolved: Aug 16, 2026 14:42 UTC • Postmortem: platform.io/incidents/2026-08-16-01","size":"small"},{"component":"Separator","id":"separator2","orientation":"horizontal","decorative":true},{"component":"Card","id":"footerCard","variant":"clear","children":["footerText"]},{"component":"TextContent","id":"footerText","text":"Updated every 60 seconds • Subscribe: Slack #platform-status or status.platform.io/email • Contact: platform-oncall","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..7c653be40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r1.txt
@@ -0,0 +1,5 @@
+Your Bengaluru morning brief is ready — all three essentials on one screen:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "weather-bengaluru-brief", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0EA5E9", "agentDisplayName": "Weather Brief"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "weather-bengaluru-brief", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "currentCard", "outlookCard", "sunCard", "footerText", "followUpBlock"]}, {"id": "header", "component": "CardHeader", "title": "Good Morning, Bengaluru", "subtitle": "Tuesday, 18 August 2026 • 7:30 AM IST • Electronic City & MG Road"}, {"id": "currentCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["currentMain", "separatorA", "currentDetails"]}, {"id": "currentMain", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "justify": "between", "align": "center", "children": ["currentTempBlock", "currentIconBlock"]}, {"id": "currentTempBlock", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "children": ["currentTempText", "currentConditionText", "currentFeelsText"]}, {"id": "currentIconBlock", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "align": "center", "children": ["currentIconText"]}, {"id": "currentTempText", "component": "Heading", "text": "24° C", "level": "h1"}, {"id": "currentConditionText", "component": "TextContent", "text": "⛅ **Partly Cloudy** • Light breeze from the southwest", "size": "large"}, {"id": "currentFeelsText", "component": "TextContent", "text": "Feels like 26° • Pleasant morning for a walk or filter coffee outside", "size": "small"}, {"id": "currentIconText", "component": "TextContent", "text": "⛅️\n24°", "size": "large"}, {"id": "separatorA", "component": "Separator", "orientation": "horizontal"}, {"id": "currentDetails", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "wrap": true, "justify": "between", "children": ["detailHumidity", "detailWind", "detailUV", "detailAQI"]}, {"id": "detailHumidity", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "children": ["detailHumidityLabel", "detailHumidityValue"]}, {"id": "detailHumidityLabel", "component": "TextContent", "text": "💧 Humidity", "size": "small"}, {"id": "detailHumidityValue", "component": "TextContent", "text": "**78%**", "size": "default"}, {"id": "detailWind", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "children": ["detailWindLabel", "detailWindValue"]}, {"id": "detailWindLabel", "component": "TextContent", "text": "🍃 Wind", "size": "small"}, {"id": "detailWindValue", "component": "TextContent", "text": "**12 km/h SW**", "size": "default"}, {"id": "detailUV", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "children": ["detailUVLabel", "detailUVValue"]}, {"id": "detailUVLabel", "component": "TextContent", "text": "☀️ UV Index", "size": "small"}, {"id": "detailUVValue", "component": "TextContent", "text": "**6 Moderate**", "size": "default"}, {"id": "detailAQI", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "children": ["detailAQILabel", "detailAQIValue"]}, {"id": "detailAQILabel", "component": "TextContent", "text": "🌫️ AQI", "size": "small"}, {"id": "detailAQIValue", "component": "TextContent", "text": "**68 Moderate**", "size": "default"}, {"id": "outlookCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["outlookHeader", "outlookTable"]}, {"id": "outlookHeader", "component": "CardHeader", "title": "3-Day Outlook", "subtitle": "High / Low • Rain chance • Bengaluru"}, {"id": "outlookTable", "component": "Table", "columns": ["colDay", "colCondition", "colHighLow", "colRain"]}, {"id": "colDay", "component": "Col", "label": "Day", "data": ["Wed, Aug 19", "Thu, Aug 20", "Fri, Aug 21"], "type": "string"}, {"id": "colCondition", "component": "Col", "label": "Condition", "data": ["⛅ Partly Cloudy", "🌧️ Light Rain", "☀️ Sunny"], "type": "string"}, {"id": "colHighLow", "component": "Col", "label": "High / Low", "data": ["29° / 21°", "27° / 20°", "30° / 21°"], "type": "string"}, {"id": "colRain", "component": "Col", "label": "Rain", "data": ["20%", "65%", "10%"], "type": "string"}, {"id": "sunCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["sunHeader", "sunRow", "dayLengthText"]}, {"id": "sunHeader", "component": "CardHeader", "title": "Sunrise & Sunset", "subtitle": "Today • IST (Asia/Kolkata)"}, {"id": "sunRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "justify": "around", "align": "center", "children": ["sunriseBlock", "separatorV", "sunsetBlock"]}, {"id": "sunriseBlock", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "align": "center", "children": ["sunriseLabel", "sunriseTime", "sunriseSub"]}, {"id": "sunriseLabel", "component": "TextContent", "text": "🌅 SUNRISE", "size": "small"}, {"id": "sunriseTime", "component": "Heading", "text": "06:05 AM", "level": "h2"}, {"id": "sunriseSub", "component": "TextContent", "text": "First light 05:42 AM", "size": "small"}, {"id": "separatorV", "component": "Separator", "orientation": "vertical"}, {"id": "sunsetBlock", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "align": "center", "children": ["sunsetLabel", "sunsetTime", "sunsetSub"]}, {"id": "sunsetLabel", "component": "TextContent", "text": "🌇 SUNSET", "size": "small"}, {"id": "sunsetTime", "component": "Heading", "text": "06:42 PM", "level": "h2"}, {"id": "sunsetSub", "component": "TextContent", "text": "Last light 07:04 PM", "size": "small"}, {"id": "dayLengthText", "component": "TextContent", "text": "⏱️ **Daylight: 12h 37m** • Golden hour: 5:45 – 6:42 PM • Great evening for a walk on Cubbon Park", "size": "small"}, {"id": "footerText", "component": "TextContent", "text": "Source: IMD Bengaluru • Updated 7:30 AM IST • Tip: Carry an umbrella tomorrow — 65% rain expected Thursday.", "size": "small"}, {"id": "followUpBlock", "component": "FollowUpBlock", "items": ["fu1", "fu2"]}, {"id": "fu1", "component": "FollowUpItem", "text": "Show hourly forecast for today"}, {"id": "fu2", "component": "FollowUpItem", "text": "Will it rain this weekend?"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..e57953486
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r2.txt
@@ -0,0 +1,5 @@
+Your morning brief for Bengaluru is ready — cool, cloudy start with rain later today.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"morning-weather-bengaluru","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Weather Brief"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"morning-weather-bengaluru","components":[{"component":"Card","id":"root","children":["header","briefCallout","currentCard","outlookCard","sunCard","footerText"],"variant":"clear","direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Morning Weather Brief — Bengaluru","subtitle":"Tuesday, 19 Aug 2026 • 7:00 AM IST • Koramangala, Karnataka"},{"component":"TextCallout","id":"briefCallout","variant":"info","title":"Good morning! Carry an umbrella ☔","description":"Mostly cloudy now, afternoon showers likely. High 27° • Light breeze from the southwest. Air quality: Moderate."},{"component":"Card","id":"currentCard","children":["currentHeader","currentRow"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"currentHeader","title":"Now in Bengaluru","subtitle":"Current temperature & conditions • Updated 7:00 AM"},{"component":"Card","id":"currentRow","children":["tempDisplay","detailsStack"],"variant":"clear","direction":"row","gap":"m","align":"stretch"},{"component":"Card","id":"tempDisplay","children":["tempHeading","tempCondition","tempFeels"],"variant":"sunk","direction":"column","gap":"xs","align":"center"},{"component":"Heading","id":"tempHeading","text":"24° C","level":"h1"},{"component":"TextContent","id":"tempCondition","text":"☁️ **Mostly Cloudy**","size":"large"},{"component":"TextContent","id":"tempFeels","text":"Feels like 26° • H 27° / L 20°","size":"small"},{"component":"Card","id":"detailsStack","children":["detailHumidity","detailWind","detailUV","detailAir"],"variant":"clear","direction":"column","gap":"s"},{"component":"TextContent","id":"detailHumidity","text":"💧 **Humidity** — 82%  • Dew point 20°","size":"default"},{"component":"TextContent","id":"detailWind","text":"🌬️ **Wind** — 12 km/h SW • Gusts 22 km/h","size":"default"},{"component":"TextContent","id":"detailUV","text":"🔆 **UV Index** — 3 (Moderate) • Visibility 6 km","size":"default"},{"component":"TextContent","id":"detailAir","text":"🍃 **Air Quality** — 78 AQI (Moderate) • Main pollutant PM2.5","size":"default"},{"component":"Card","id":"outlookCard","children":["outlookHeader","outlookTable"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"outlookHeader","title":"3-Day Outlook","subtitle":"Next three days • Monsoon pattern continues"},{"component":"Table","id":"outlookTable","columns":["colDay","colCondition","colTemp","colRain"]},{"component":"Col","id":"colDay","label":"Day","data":["Wed, 20 Aug","Thu, 21 Aug","Fri, 22 Aug"],"type":"string"},{"component":"Col","id":"colCondition","label":"Conditions","data":["☁️ Cloudy + Afternoon Showers","⛈️ Thunderstorms Likely","🌦️ Partly Sunny, Light Rain"],"type":"string"},{"component":"Col","id":"colTemp","label":"High / Low","data":["27° / 20°","26° / 20°","28° / 20°"],"type":"string"},{"component":"Col","id":"colRain","label":"Rain Chance","data":["70%","80%","40%"],"type":"string"},{"component":"Card","id":"sunCard","children":["sunHeader","sunRow","dayLength"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"sunHeader","title":"Sunrise & Sunset","subtitle":"Bengaluru • 12°58′N 77°35′E"},{"component":"Card","id":"sunRow","children":["sunriseBox","sunsetBox"],"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"between"},{"component":"Card","id":"sunriseBox","children":["sunriseLabel","sunriseTime","sunriseSub"],"variant":"sunk","direction":"column","gap":"xs","align":"center"},{"component":"TextContent","id":"sunriseLabel","text":"🌅 SUNRISE","size":"small"},{"component":"Heading","id":"sunriseTime","text":"06:06 AM","level":"h2"},{"component":"TextContent","id":"sunriseSub","text":"First light 05:43 AM","size":"small"},{"component":"Card","id":"sunsetBox","children":["sunsetLabel","sunsetTime","sunsetSub"],"variant":"sunk","direction":"column","gap":"xs","align":"center"},{"component":"TextContent","id":"sunsetLabel","text":"🌇 SUNSET","size":"small"},{"component":"Heading","id":"sunsetTime","text":"06:34 PM","level":"h2"},{"component":"TextContent","id":"sunsetSub","text":"Last light 06:57 PM","size":"small"},{"component":"TextContent","id":"dayLength","text":"☀️ **Day length:** 12h 28m • Moon: Waxing Gibbous (82% illuminated)","size":"small"},{"component":"TextContent","id":"footerText","text":"Source: IMD Bengaluru • Tip: Best window for outdoor plans today is before 2 PM.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..a5cc8d49b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r3.txt
@@ -0,0 +1,5 @@
+Your morning brief for Bengaluru is ready — pleasant start, but keep an umbrella handy for mid-week showers.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"weather-brief-bengaluru","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Weather Brief"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"weather-brief-bengaluru","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","callout","currentWeatherCard","separator1","forecastHeader","forecastRow","sunCard","separator2","footerText"]},{"id":"header","component":"CardHeader","title":"Morning Weather Brief — Bengaluru","subtitle":"Tuesday, 19 August 2026 • 7:30 AM IST • Good morning!"},{"id":"callout","component":"Callout","variant":"info","title":"Pleasant start, hazy skies","description":"Perfect for a morning walk — air quality is good. Thunderstorms return tomorrow afternoon."},{"id":"currentWeatherCard","component":"Card","variant":"card","direction":"row","gap":"l","align":"center","children":["currentMain","currentDetailsCard"]},{"id":"currentMain","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["tempHeading","conditionText","feelsText","tagBlock"]},{"id":"tempHeading","component":"Heading","text":"26° C","level":"h1"},{"id":"conditionText","component":"TextContent","text":"⛅ Partly Cloudy • Light Haze","size":"large-heavy"},{"id":"feelsText","component":"TextContent","text":"Feels like 28° • H 30° / L 21° • Bengaluru, Karnataka","size":"small"},{"id":"tagBlock","component":"TagBlock","tags":["Humidity 78%","Wind 8 km/h NE","AQI 52 Good","UV 5 Moderate"]},{"id":"currentDetailsCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["detail1","detail2","detail3","detail4"]},{"id":"detail1","component":"TextContent","text":"💧 **Humidity** 78% — Slightly humid, dew point 22°","size":"small"},{"id":"detail2","component":"TextContent","text":"🍃 **Wind** 8 km/h NE • Light breeze, gusts to 14 km/h","size":"small"},{"id":"detail3","component":"TextContent","text":"🌤️ **UV Index** 5 Moderate — Sunscreen advised after 10 AM","size":"small"},{"id":"detail4","component":"TextContent","text":"🍃 **Air Quality** 52 Good — Ideal for outdoor activity","size":"small"},{"id":"separator1","component":"Separator","orientation":"horizontal","decorative":true},{"id":"forecastHeader","component":"Heading","text":"3-Day Outlook","level":"h2"},{"id":"forecastRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["day1Card","day2Card","day3Card"]},{"id":"day1Card","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["day1Title","day1Icon","day1Temp","day1Desc","day1Tag"]},{"id":"day1Title","component":"TextContent","text":"WED • 20 Aug","size":"small-heavy"},{"id":"day1Icon","component":"TextContent","text":"⛈️","size":"large"},{"id":"day1Temp","component":"Heading","text":"29° / 21°","level":"h3"},{"id":"day1Desc","component":"TextContent","text":"Scattered T-storms","size":"small"},{"id":"day1Tag","component":"Tag","text":"💧 70% rain","variant":"warning","size":"sm"},{"id":"day2Card","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["day2Title","day2Icon","day2Temp","day2Desc","day2Tag"]},{"id":"day2Title","component":"TextContent","text":"THU • 21 Aug","size":"small-heavy"},{"id":"day2Icon","component":"TextContent","text":"🌧️","size":"large"},{"id":"day2Temp","component":"Heading","text":"28° / 20°","level":"h3"},{"id":"day2Desc","component":"TextContent","text":"Cloudy, showers","size":"small"},{"id":"day2Tag","component":"Tag","text":"💧 60% rain","variant":"info","size":"sm"},{"id":"day3Card","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["day3Title","day3Icon","day3Temp","day3Desc","day3Tag"]},{"id":"day3Title","component":"TextContent","text":"FRI • 22 Aug","size":"small-heavy"},{"id":"day3Icon","component":"TextContent","text":"⛅","size":"large"},{"id":"day3Temp","component":"Heading","text":"30° / 21°","level":"h3"},{"id":"day3Desc","component":"TextContent","text":"Partly sunny","size":"small"},{"id":"day3Tag","component":"Tag","text":"💧 20% rain","variant":"success","size":"sm"},{"id":"sunCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["sunHeader","sunRow"]},{"id":"sunHeader","component":"CardHeader","title":"Sun & Daylight","subtitle":"Bengaluru • 12°58′ N, 77°35′ E • IST (UTC+5:30)"},{"id":"sunRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["sunriseCard","sunsetCard","daylightCard"]},{"id":"sunriseCard","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["sunriseTitle","sunriseTime","sunriseSub"]},{"id":"sunriseTitle","component":"TextContent","text":"🌅 Sunrise","size":"small-heavy"},{"id":"sunriseTime","component":"Heading","text":"06:04 AM","level":"h2"},{"id":"sunriseSub","component":"TextContent","text":"First light 05:42 AM","size":"small"},{"id":"sunsetCard","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["sunsetTitle","sunsetTime","sunsetSub"]},{"id":"sunsetTitle","component":"TextContent","text":"🌇 Sunset","size":"small-heavy"},{"id":"sunsetTime","component":"Heading","text":"06:34 PM","level":"h2"},{"id":"sunsetSub","component":"TextContent","text":"Last light 06:56 PM","size":"small"},{"id":"daylightCard","component":"Card","variant":"card","direction":"column","gap":"xs","align":"center","children":["daylightTitle","daylightTime","daylightSub"]},{"id":"daylightTitle","component":"TextContent","text":"☀️ Daylight","size":"small-heavy"},{"id":"daylightTime","component":"Heading","text":"12h 30m","level":"h2"},{"id":"daylightSub","component":"TextContent","text":"+1m vs yesterday","size":"small"},{"id":"separator2","component":"Separator","orientation":"horizontal","decorative":true},{"id":"footerText","component":"TextContent","text":"**Tip:** Carry an umbrella tomorrow — thunderstorms expected after 2 PM. Best light for photos around 6:20 PM today. Have a great morning!","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..dcfde4cab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b1-weather__r4.txt
@@ -0,0 +1,5 @@
+Your morning weather brief for Bengaluru is ready — all 3 items covered:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"weather-brief-bengaluru","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"weather-brief-bengaluru","components":[{"component":"Card","id":"root","children":["headerCard","currentCard","tipCallout","outlookCard","sunCard","footerText"],"direction":"column","gap":"m"},{"component":"Card","id":"headerCard","children":["heading","subText"],"variant":"clear"},{"component":"Heading","id":"heading","text":"Morning Weather Brief — Bengaluru","level":"h2"},{"component":"TextContent","id":"subText","text":"Tuesday, 19 August 2026 • 7:30 AM IST • Koramangala, Bengaluru","size":"small"},{"component":"Card","id":"currentCard","children":["currentHeader","currentBody"],"variant":"card"},{"component":"CardHeader","id":"currentHeader","title":"Currently","subtitle":"Live conditions • Bengaluru, Karnataka"},{"component":"Card","id":"currentBody","children":["tempBlock","detailsBlock"],"variant":"clear","direction":"row","gap":"m","align":"center"},{"component":"Card","id":"tempBlock","children":["tempText","conditionText","feelsText"],"variant":"clear","align":"center"},{"component":"Heading","id":"tempText","text":"24° C","level":"h1"},{"component":"TextContent","id":"conditionText","text":"⛅ Partly Cloudy","size":"large-heavy"},{"component":"TextContent","id":"feelsText","text":"Feels like 26° • Light breeze from NE","size":"small"},{"component":"Card","id":"detailsBlock","children":["detailsText"],"variant":"sunk"},{"component":"MarkDownRenderer","id":"detailsText","textMarkdown":"**Humidity** 78% — muggy\n\n**Wind** 8 km/h NE • Gusts 14 km/h\n\n**UV Index** 5 Moderate\n\n**Air Quality** 68 Moderate (PM2.5)\n\n**Visibility** 6 km • Light haze","variant":"clear"},{"component":"Callout","id":"tipCallout","variant":"info","title":"Good morning tip","description":"Carry an umbrella — light showers expected around 3-5 PM. Great morning for a walk before 10 AM."},{"component":"Card","id":"outlookCard","children":["outlookHeader","forecastRow"],"variant":"card"},{"component":"CardHeader","id":"outlookHeader","title":"3-Day Outlook","subtitle":"Next three days • Monsoon pattern continues"},{"component":"Card","id":"forecastRow","children":["day1Card","day2Card","day3Card"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"day1Card","children":["day1Title","day1Cond","day1Temp","day1Rain","day1Badge"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"day1Title","text":"Wed • 20 Aug","size":"small-heavy"},{"component":"TextContent","id":"day1Cond","text":"🌧️ Showers","size":"default"},{"component":"TextContent","id":"day1Temp","text":"28° / 20°","size":"large-heavy"},{"component":"TextContent","id":"day1Rain","text":"Rain 70% • Wind 12 km/h","size":"small"},{"component":"Badge","id":"day1Badge","text":"Wettest day","variant":"secondary"},{"component":"Card","id":"day2Card","children":["day2Title","day2Cond","day2Temp","day2Rain","day2Badge"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"day2Title","text":"Thu • 21 Aug","size":"small-heavy"},{"component":"TextContent","id":"day2Cond","text":"⛅ Partly Cloudy","size":"default"},{"component":"TextContent","id":"day2Temp","text":"27° / 20°","size":"large-heavy"},{"component":"TextContent","id":"day2Rain","text":"Rain 45% • Wind 10 km/h","size":"small"},{"component":"Badge","id":"day2Badge","text":"Pleasant","variant":"outline"},{"component":"Card","id":"day3Card","children":["day3Title","day3Cond","day3Temp","day3Rain","day3Badge"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"day3Title","text":"Fri • 22 Aug","size":"small-heavy"},{"component":"TextContent","id":"day3Cond","text":"⛈️ Thunderstorms","size":"default"},{"component":"TextContent","id":"day3Temp","text":"26° / 19°","size":"large-heavy"},{"component":"TextContent","id":"day3Rain","text":"Rain 80% • Wind 15 km/h","size":"small"},{"component":"Badge","id":"day3Badge","text":"Take umbrella","variant":"default"},{"component":"Card","id":"sunCard","children":["sunHeader","sunRow"],"variant":"card"},{"component":"CardHeader","id":"sunHeader","title":"Sunrise & Sunset","subtitle":"Daylight for Bengaluru • 12h 27m of light"},{"component":"Card","id":"sunRow","children":["sunriseCard","daylightCard","sunsetCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"sunriseCard","children":["sunriseTitle","sunriseTime","sunriseSub"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"sunriseTitle","text":"🌅 Sunrise","size":"small"},{"component":"Heading","id":"sunriseTime","text":"6:07 AM","level":"h3"},{"component":"TextContent","id":"sunriseSub","text":"First light 5:45 AM","size":"small"},{"component":"Card","id":"daylightCard","children":["daylightTitle","daylightTime","daylightSub"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"daylightTitle","text":"☀️ Daylight","size":"small"},{"component":"Heading","id":"daylightTime","text":"12h 27m","level":"h3"},{"component":"TextContent","id":"daylightSub","text":"Next sunrise in ~23h","size":"small"},{"component":"Card","id":"sunsetCard","children":["sunsetTitle","sunsetTime","sunsetSub"],"variant":"sunk","align":"center","gap":"xs"},{"component":"TextContent","id":"sunsetTitle","text":"🌇 Sunset","size":"small"},{"component":"Heading","id":"sunsetTime","text":"6:34 PM","level":"h3"},{"component":"TextContent","id":"sunsetSub","text":"Last light 6:56 PM","size":"small"},{"component":"TextContent","id":"footerText","text":"Source: IMD Bengaluru • Updated 7:25 AM IST. Monsoon showers likely in the afternoon — plan outdoor activities for the morning.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..98c503339
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r1.txt
@@ -0,0 +1,336 @@
+Your personal budget check is ready — all 5 items on one screen:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "budget-check-surface", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "budget-check-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "monthSelectorCard",
+          "budgetOverviewCard",
+          "categoryCard",
+          "largestCard",
+          "addExpenseCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Personal Budget Check",
+        "subtitle": "Track spending, stay on budget — June 2026"
+      },
+      {
+        "id": "monthSelectorCard",
+        "component": "Card",
+        "variant": "sunk",
+        "children": [
+          "monthSelectControl"
+        ]
+      },
+      {
+        "id": "monthSelectControl",
+        "component": "FormControl",
+        "label": "View different month (Item 4)",
+        "hint": "Select a month to review past or current spending",
+        "input": "monthSelect"
+      },
+      {
+        "id": "monthSelect",
+        "component": "Select",
+        "name": "selectedMonth",
+        "value": "2026-06",
+        "placeholder": "Choose month",
+        "items": [
+          "monthOptMay",
+          "monthOptJune",
+          "monthOptJuly",
+          "monthOptAug"
+        ]
+      },
+      {
+        "id": "monthOptMay",
+        "component": "SelectItem",
+        "value": "2026-05",
+        "label": "May 2026"
+      },
+      {
+        "id": "monthOptJune",
+        "component": "SelectItem",
+        "value": "2026-06",
+        "label": "June 2026 — Current"
+      },
+      {
+        "id": "monthOptJuly",
+        "component": "SelectItem",
+        "value": "2026-07",
+        "label": "July 2026"
+      },
+      {
+        "id": "monthOptAug",
+        "component": "SelectItem",
+        "value": "2026-08",
+        "label": "August 2026"
+      },
+      {
+        "id": "budgetOverviewCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "budgetHeader",
+          "budgetProgress",
+          "budgetText",
+          "budgetCallout"
+        ]
+      },
+      {
+        "id": "budgetHeader",
+        "component": "CardHeader",
+        "title": "1. Total Spent vs Budget",
+        "subtitle": "June 2026 overview"
+      },
+      {
+        "id": "budgetProgress",
+        "component": "Progress",
+        "value": 78,
+        "label": "78% of budget used"
+      },
+      {
+        "id": "budgetText",
+        "component": "TextContent",
+        "text": "**$2,340** spent of **$3,000** budget  •  **$660 remaining**  •  22% left",
+        "size": "large"
+      },
+      {
+        "id": "budgetCallout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "On track",
+        "description": "You've used 78% with 8 days left in June. Daily average: $78 / day."
+      },
+      {
+        "id": "categoryCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "categoryHeader",
+          "categoryPie"
+        ]
+      },
+      {
+        "id": "categoryHeader",
+        "component": "CardHeader",
+        "title": "2. Spending Split by Category",
+        "subtitle": "Where your $2,340 went"
+      },
+      {
+        "id": "categoryPie",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": [
+          "Housing",
+          "Food & Groceries",
+          "Transport",
+          "Entertainment",
+          "Utilities",
+          "Other"
+        ],
+        "values": [
+          1200,
+          480,
+          220,
+          240,
+          150,
+          50
+        ]
+      },
+      {
+        "id": "largestCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "largestHeader",
+          "largestCallout",
+          "largestDetails"
+        ]
+      },
+      {
+        "id": "largestHeader",
+        "component": "CardHeader",
+        "title": "3. Largest Expense Highlighted",
+        "subtitle": "Your biggest single transaction this month"
+      },
+      {
+        "id": "largestCallout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "🔶 Largest Expense: $1,200 — Rent Payment",
+        "description": "June 1, 2026 • Housing • 51.3% of total monthly spending"
+      },
+      {
+        "id": "largestDetails",
+        "component": "TextContent",
+        "text": "This one expense is **2.5x larger** than your next biggest (Food & Groceries $480). Paid to Maple Apartments via bank transfer.",
+        "size": "small"
+      },
+      {
+        "id": "addExpenseCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "addHeader",
+          "addForm"
+        ]
+      },
+      {
+        "id": "addHeader",
+        "component": "CardHeader",
+        "title": "5. Add an Expense",
+        "subtitle": "Log a new transaction to update your budget instantly"
+      },
+      {
+        "id": "addForm",
+        "component": "Form",
+        "name": "addExpense",
+        "buttons": "formButtons",
+        "fields": [
+          "fieldAmountControl",
+          "fieldCategoryControl",
+          "fieldDateControl",
+          "fieldDescControl"
+        ]
+      },
+      {
+        "id": "fieldAmountControl",
+        "component": "FormControl",
+        "label": "Amount ($)",
+        "input": "inputAmount"
+      },
+      {
+        "id": "inputAmount",
+        "component": "Input",
+        "name": "amount",
+        "placeholder": "e.g. 45.00",
+        "type": "number"
+      },
+      {
+        "id": "fieldCategoryControl",
+        "component": "FormControl",
+        "label": "Category",
+        "input": "selectCategory"
+      },
+      {
+        "id": "selectCategory",
+        "component": "Select",
+        "name": "category",
+        "placeholder": "Select category",
+        "items": [
+          "catItemHousing",
+          "catItemFood",
+          "catItemTransport",
+          "catItemEntertainment",
+          "catItemUtilities",
+          "catItemOther"
+        ]
+      },
+      {
+        "id": "catItemHousing",
+        "component": "SelectItem",
+        "value": "housing",
+        "label": "Housing"
+      },
+      {
+        "id": "catItemFood",
+        "component": "SelectItem",
+        "value": "food",
+        "label": "Food & Groceries"
+      },
+      {
+        "id": "catItemTransport",
+        "component": "SelectItem",
+        "value": "transport",
+        "label": "Transport"
+      },
+      {
+        "id": "catItemEntertainment",
+        "component": "SelectItem",
+        "value": "entertainment",
+        "label": "Entertainment"
+      },
+      {
+        "id": "catItemUtilities",
+        "component": "SelectItem",
+        "value": "utilities",
+        "label": "Utilities"
+      },
+      {
+        "id": "catItemOther",
+        "component": "SelectItem",
+        "value": "other",
+        "label": "Other"
+      },
+      {
+        "id": "fieldDateControl",
+        "component": "FormControl",
+        "label": "Date",
+        "input": "datePicker"
+      },
+      {
+        "id": "datePicker",
+        "component": "DatePicker",
+        "name": "expenseDate",
+        "mode": "single"
+      },
+      {
+        "id": "fieldDescControl",
+        "component": "FormControl",
+        "label": "Description",
+        "hint": "Optional note (e.g., Grocery run at Trader Joe's)",
+        "input": "inputDesc"
+      },
+      {
+        "id": "inputDesc",
+        "component": "Input",
+        "name": "description",
+        "placeholder": "What was this for?",
+        "type": "text"
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "buttons": [
+          "btnAdd",
+          "btnCancel"
+        ]
+      },
+      {
+        "id": "btnAdd",
+        "component": "Button",
+        "label": "Add Expense",
+        "variant": "primary"
+      },
+      {
+        "id": "btnCancel",
+        "component": "Button",
+        "label": "Cancel",
+        "variant": "secondary"
+      }
+    ]
+  }
+}</a2ui-json>
+
+All 5 requirements covered on one screen:
+
+**1. Total vs Budget** — Progress bar + $2,340 / $3,000 with $660 remaining  
+**2. Split by Category** — Donut PieChart (Housing, Food, Transport, Entertainment, Utilities, Other)  
+**3. Largest Expense** — Highlighted warning Callout for $1,200 Rent on June 1  
+**4. Different Month** — Month selector at top (May / June / July / Aug)  
+**5. Add Expense** — Form with amount, category, date, and description
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..af2c9f349
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r2.txt
@@ -0,0 +1,13 @@
+Your personal budget dashboard is ready — all 5 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Budget Check"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"budget-check","components":[{"component":"Card","id":"root","children":["header","monthSelectorCard","budgetOverviewCard","categoryCard","largestExpenseCard","addExpenseForm","footerText"],"variant":"clear","direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Personal Budget Check","subtitle":"Track spending, stay on budget — all in one view"},{"component":"Card","id":"monthSelectorCard","children":["monthHeading","monthFormControl"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Heading","id":"monthHeading","text":"Month Overview","level":"h3"},{"component":"FormControl","id":"monthFormControl","label":"Select month","input":"monthSelect","hint":"Switch to see previous months"},{"component":"Select","id":"monthSelect","name":"selectedMonth","items":["monthAug","monthJul","monthJun","monthMay"],"placeholder":"Choose month","value":"2026-08"},{"component":"SelectItem","id":"monthAug","value":"2026-08","label":"August 2026 — Current"},{"component":"SelectItem","id":"monthJul","value":"2026-07","label":"July 2026"},{"component":"SelectItem","id":"monthJun","value":"2026-06","label":"June 2026"},{"component":"SelectItem","id":"monthMay","value":"2026-05","label":"May 2026"},{"component":"Card","id":"budgetOverviewCard","children":["budgetHeading","budgetProgress","budgetText","budgetCallout","budgetSeparator","budgetStats"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"budgetHeading","text":"1. Total Spent vs Budget","level":"h3"},{"component":"Progress","id":"budgetProgress","value":81.3,"label":"$2,847 of $3,500 used"},{"component":"TextContent","id":"budgetText","text":"**$2,847 spent** of **$3,500 budget** • **$653 remaining** • 81% used with 13 days left in August","size":"default"},{"component":"Callout","id":"budgetCallout","variant":"warning","title":"On track but watch spending","description":"You've used 81% of your budget. Daily average: $91.80. To stay under budget, aim for ~$50/day for the rest of the month."},{"component":"Separator","id":"budgetSeparator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"budgetStats","text":"Budget: $3,500  •  Spent: $2,847  •  Remaining: $653  •  Daily limit left: $50.23","size":"small"},{"component":"Card","id":"categoryCard","children":["categoryHeading","categoryPie","categoryTable"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"categoryHeading","text":"2. Spending Split by Category","level":"h3"},{"component":"PieChart","id":"categoryPie","labels":["Rent","Groceries","Dining Out","Transport","Utilities","Entertainment","Shopping"],"values":[1200,420,310,185,210,287,235],"variant":"donut","appearance":"circular"},{"component":"Table","id":"categoryTable","columns":["colCategory","colAmount","colPercent"]},{"component":"Col","id":"colCategory","label":"Category","data":["Rent","Groceries","Dining Out","Entertainment","Shopping","Utilities","Transport"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":[1200,420,310,287,235,210,185],"type":"number"},{"component":"Col","id":"colPercent","label":"% of Total","data":["42.2%","14.8%","10.9%","10.1%","8.3%","7.4%","6.5%"],"type":"string"},{"component":"Card","id":"largestExpenseCard","children":["largestHeading","largestAlert","largestDetails"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"largestHeading","text":"3. Largest Expense Highlighted","level":"h3"},{"component":"Alert","id":"largestAlert","title":"🏠 Rent — $1,200.00","description":"Aug 01, 2026 • Apartment Rent • 42.2% of total monthly spending — your single biggest expense this month.","variant":"warning"},{"component":"TextContent","id":"largestDetails","text":"Next largest: Groceries $420 (Aug 12, Whole Foods) • Tip: Rent is fixed, but Dining Out + Entertainment combined ($597) is your largest variable spend.","size":"small"},{"component":"Form","id":"addExpenseForm","name":"addExpense","buttons":"formButtons","fields":["amountControl","categoryControl","descControl","dateControl"]},{"component":"Buttons","id":"formButtons","buttons":["submitButton","cancelButton"],"direction":"row"},{"component":"Button","id":"submitButton","label":"Add Expense","variant":"primary"},{"component":"Button","id":"cancelButton","label":"Clear","variant":"secondary"},{"component":"FormControl","id":"amountControl","label":"Amount ($)","input":"amountInput","hint":"Enter amount e.g. 45.50"},{"component":"Input","id":"amountInput","name":"amount","placeholder":"0.00","type":"number"},{"component":"FormControl","id":"categoryControl","label":"Category","input":"categorySelect"},{"component":"Select","id":"categorySelect","name":"category","items":["catGroceries","catDining","catTransport","catUtilities","catEntertainment","catShopping","catRent","catOther"],"placeholder":"Select category"},{"component":"SelectItem","id":"catGroceries","value":"groceries","label":"Groceries"},{"component":"SelectItem","id":"catDining","value":"dining","label":"Dining Out"},{"component":"SelectItem","id":"catTransport","value":"transport","label":"Transport"},{"component":"SelectItem","id":"catUtilities","value":"utilities","label":"Utilities"},{"component":"SelectItem","id":"catEntertainment","value":"entertainment","label":"Entertainment"},{"component":"SelectItem","id":"catShopping","value":"shopping","label":"Shopping"},{"component":"SelectItem","id":"catRent","value":"rent","label":"Rent"},{"component":"SelectItem","id":"catOther","value":"other","label":"Other"},{"component":"FormControl","id":"descControl","label":"Description","input":"descInput","hint":"What was this for?"},{"component":"Input","id":"descInput","name":"description","placeholder":"e.g., Dinner with friends","type":"text"},{"component":"FormControl","id":"dateControl","label":"Date","input":"datePicker"},{"component":"DatePicker","id":"datePicker","name":"expenseDate","mode":"single"},{"component":"TextContent","id":"footerText","text":"5. Add an expense above — it will update your total, category split, and largest expense instantly. Use the month selector at the top to compare July, June or May.","size":"small"}]}}</a2ui-json>
+
+**What's covered:**
+
+1. **Total vs Budget** — Progress bar (81.3%), $2,847 / $3,500 with $653 remaining + warning callout
+2. **Split by Category** — Donut chart + detailed table with % breakdown (Rent 42.2%, Groceries 14.8%, etc.)
+3. **Largest Expense** — Highlighted alert card: **Rent $1,200 on Aug 1** (42% of spend)
+4. **Different Month** — Top selector (August 2026, July, June, May) to switch views
+5. **Add Expense** — Form with Amount, Category, Description, and Date + Add/Clear buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..f3725db8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r3.txt
@@ -0,0 +1,13 @@
+Your personal budget check is ready — covering all 5 items in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"budget-check-screen","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"budget-check-screen","components":[{"component":"Card","id":"root","children":["header","monthSelectorCard","overviewCard","splitCard","largestCard","addExpenseCard","followUpBlock"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Personal Budget Check","subtitle":"May 2026 • Stay on top of your spending"},{"component":"Card","id":"monthSelectorCard","children":["monthFormControl"],"variant":"card","direction":"column","gap":"s"},{"component":"FormControl","id":"monthFormControl","label":"Viewing Month","input":"monthSelect","hint":"Switch to see a different month's budget"},{"component":"Select","id":"monthSelect","name":"selectedMonth","items":["monthItemMay","monthItemApr","monthItemMar","monthItemFeb"],"value":"2026-05","placeholder":"Select month"},{"component":"SelectItem","id":"monthItemMay","value":"2026-05","label":"May 2026"},{"component":"SelectItem","id":"monthItemApr","value":"2026-04","label":"April 2026"},{"component":"SelectItem","id":"monthItemMar","value":"2026-03","label":"March 2026"},{"component":"SelectItem","id":"monthItemFeb","value":"2026-02","label":"February 2026"},{"component":"Card","id":"overviewCard","children":["overviewHeader","progressBar","overviewStatsCard","overviewFooter"],"variant":"card","direction":"column","gap":"m"},{"component":"TextContent","id":"overviewHeader","text":"### 1. Total Spent vs Budget","size":"large"},{"component":"Progress","id":"progressBar","value":75,"label":"$1,875 spent of $2,500 budget (75%)"},{"component":"Card","id":"overviewStatsCard","children":["spentText","remainingText","budgetText"],"variant":"sunk","direction":"row","gap":"m","justify":"between"},{"component":"TextContent","id":"spentText","text":"**$1,875**\nSpent","size":"small"},{"component":"TextContent","id":"remainingText","text":"**$625**\nRemaining","size":"small"},{"component":"TextContent","id":"budgetText","text":"**$2,500**\nMonthly Budget","size":"small"},{"component":"TextContent","id":"overviewFooter","text":"You have 25% of your budget left for the next 12 days. On track, but watch discretionary spending.","size":"small"},{"component":"Card","id":"splitCard","children":["splitHeader","pieChart","categoryTable"],"variant":"card","direction":"column","gap":"m"},{"component":"TextContent","id":"splitHeader","text":"### 2. Spending Split by Category","size":"large"},{"component":"PieChart","id":"pieChart","labels":["Housing","Food & Groceries","Transport","Entertainment","Utilities","Other"],"values":[900,520,210,145,85,15],"variant":"donut"},{"component":"Table","id":"categoryTable","columns":["colCategory","colAmount","colPercent"]},{"component":"Col","id":"colCategory","label":"Category","data":["Housing","Food & Groceries","Transport","Entertainment","Utilities","Other"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["$900.00","$520.00","$210.00","$145.00","$85.00","$15.00"],"type":"string"},{"component":"Col","id":"colPercent","label":"% of Spend","data":["48%","27.7%","11.2%","7.7%","4.5%","0.8%"],"type":"string"},{"component":"Card","id":"largestCard","children":["largestHeader","largestCallout","largestDetail"],"variant":"card","direction":"column","gap":"s"},{"component":"TextContent","id":"largestHeader","text":"### 3. Largest Expense Highlighted","size":"large"},{"component":"Callout","id":"largestCallout","variant":"warning","title":"Largest Expense: $900.00 — Housing","description":"May 3, 2026 • Apartment Rent • Paid via Bank Transfer"},{"component":"TextContent","id":"largestDetail","text":"This single expense is 48% of your total spend this month. Next largest is Groceries ($142.30 at Whole Foods on May 8).","size":"small"},{"component":"Card","id":"addExpenseCard","children":["addHeader","addForm"],"variant":"card","direction":"column","gap":"m"},{"component":"TextContent","id":"addHeader","text":"### 5. Add an Expense","size":"large"},{"component":"Form","id":"addForm","name":"addExpenseForm","buttons":"formButtons","fields":["amountControl","categoryControl","dateControl","descControl"]},{"component":"Buttons","id":"formButtons","buttons":["submitBtn","cancelBtn"],"direction":"row"},{"component":"Button","id":"submitBtn","label":"Add Expense","variant":"primary"},{"component":"Button","id":"cancelBtn","label":"Clear","variant":"secondary"},{"component":"FormControl","id":"amountControl","label":"Amount ($)","input":"amountInput","hint":"Enter amount, e.g. 42.50"},{"component":"Input","id":"amountInput","name":"amount","placeholder":"0.00","type":"number"},{"component":"FormControl","id":"categoryControl","label":"Category","input":"categorySelect"},{"component":"Select","id":"categorySelect","name":"category","items":["catItemHousing","catItemFood","catItemTransport","catItemEntertainment","catItemUtilities","catItemOther"],"placeholder":"Select category"},{"component":"SelectItem","id":"catItemHousing","value":"housing","label":"Housing"},{"component":"SelectItem","id":"catItemFood","value":"food","label":"Food & Groceries"},{"component":"SelectItem","id":"catItemTransport","value":"transport","label":"Transport"},{"component":"SelectItem","id":"catItemEntertainment","value":"entertainment","label":"Entertainment"},{"component":"SelectItem","id":"catItemUtilities","value":"utilities","label":"Utilities"},{"component":"SelectItem","id":"catItemOther","value":"other","label":"Other"},{"component":"FormControl","id":"dateControl","label":"Date","input":"datePicker"},{"component":"DatePicker","id":"datePicker","name":"expenseDate","mode":"single"},{"component":"FormControl","id":"descControl","label":"Description (optional)","input":"descTextArea"},{"component":"TextArea","id":"descTextArea","name":"description","placeholder":"e.g. Trader Joe's groceries","rows":2},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUpItem1","followUpItem2"]},{"component":"FollowUpItem","id":"followUpItem1","text":"Show April vs May comparison"},{"component":"FollowUpItem","id":"followUpItem2","text":"Set budget alert at 90%"}]}}</a2ui-json>
+
+All 5 requirements are covered on one screen:
+
+**1. Total vs Budget** — Progress bar at 75% ($1,875 / $2,500) with remaining amount and status text
+**2. Split by Category** — Donut chart + detailed table with % breakdown
+**3. Largest Expense** — Highlighted warning callout for $900 Rent (May 3)
+**4. Different Month** — Dropdown selector at the top (May/April/March/February)
+**5. Add Expense** — Form with amount, category, date and description + Add/Clear actions
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..b330b90ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-budget__r4.txt
@@ -0,0 +1,13 @@
+Here's your single-screen Personal Budget Check — covering all 5 requirements:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "personal-budget-check", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "personal-budget-check", "components": [{"id": "root", "component": "Card", "children": ["heading", "monthCard", "budgetCard", "splitCard", "largestCard", "addCard"], "direction": "column", "gap": "m", "variant": "clear"}, {"id": "heading", "component": "Heading", "text": "Personal Budget Check", "level": "h1"}, {"id": "monthCard", "component": "Card", "variant": "sunk", "children": ["monthHeader", "monthSelectControl"]}, {"id": "monthHeader", "component": "TextContent", "text": "**Viewing: August 2026** — Use the selector to look at a different month", "size": "small"}, {"id": "monthSelectControl", "component": "FormControl", "label": "Select Month", "input": "monthSelect"}, {"id": "monthSelect", "component": "Select", "name": "selectedMonth", "items": ["itemAug", "itemJul", "itemJun", "itemMay"], "value": "2026-08", "placeholder": "Choose month"}, {"id": "itemAug", "component": "SelectItem", "value": "2026-08", "label": "August 2026 — Current"}, {"id": "itemJul", "component": "SelectItem", "value": "2026-07", "label": "July 2026"}, {"id": "itemJun", "component": "SelectItem", "value": "2026-06", "label": "June 2026"}, {"id": "itemMay", "component": "SelectItem", "value": "2026-05", "label": "May 2026"}, {"id": "budgetCard", "component": "Card", "children": ["budgetHeader", "budgetText", "progress", "remainingText", "budgetCallout"], "variant": "card"}, {"id": "budgetHeader", "component": "CardHeader", "title": "1. Monthly Budget Overview", "subtitle": "Total spent this month against $4,000 budget"}, {"id": "budgetText", "component": "TextContent", "text": "$2,840 spent of $4,000", "size": "large-heavy"}, {"id": "progress", "component": "Progress", "value": 71, "label": "71% of budget used"}, {"id": "remainingText", "component": "TextContent", "text": "Remaining: $1,160 • 11 days left • Daily avg: $91.61", "size": "small"}, {"id": "budgetCallout", "component": "TextCallout", "variant": "info", "title": "On Track", "description": "You've used 71% with 35% of month remaining. You're $160 under the projected pace."}, {"id": "splitCard", "component": "Card", "children": ["splitHeader", "pieChart", "categoryTable"], "variant": "card"}, {"id": "splitHeader", "component": "CardHeader", "title": "2. Spending Split by Category", "subtitle": "Where your money went in August"}, {"id": "pieChart", "component": "PieChart", "labels": ["Housing", "Food & Groceries", "Entertainment", "Transport", "Utilities", "Shopping"], "values": [1200, 580, 410, 320, 180, 150], "variant": "donut"}, {"id": "categoryTable", "component": "Table", "columns": ["colCategory", "colAmount", "colPct"]}, {"id": "colCategory", "component": "Col", "label": "Category", "data": ["Housing", "Food & Groceries", "Entertainment", "Transport", "Utilities", "Shopping"], "type": "string"}, {"id": "colAmount", "component": "Col", "label": "Amount", "data": ["$1,200", "$580", "$410", "$320", "$180", "$150"], "type": "string"}, {"id": "colPct", "component": "Col", "label": "% of Spend", "data": ["42.3%", "20.4%", "14.4%", "11.3%", "6.3%", "5.3%"], "type": "string"}, {"id": "largestCard", "component": "Card", "children": ["largestHeader", "largestAlert", "largestDetails"], "variant": "card"}, {"id": "largestHeader", "component": "CardHeader", "title": "3. Largest Expense Highlighted", "subtitle": "Your single biggest transaction this month"}, {"id": "largestAlert", "component": "Alert", "title": "Rent Payment — $1,200", "description": "Aug 1, 2026 • Housing • Maple Grove Apartments • 42% of total monthly spend. This is 2.1x larger than your next biggest expense (Groceries $580).", "variant": "warning"}, {"id": "largestDetails", "component": "TextContent", "text": "💡 Tip: Housing dominates this month. If you need to save, review housing add-ons: Renters Insurance $25/mo + Reserved Parking $75/mo.", "size": "small"}, {"id": "addCard", "component": "Card", "children": ["addHeader", "addForm"], "variant": "card"}, {"id": "addHeader", "component": "CardHeader", "title": "5. Add an Expense", "subtitle": "Log a new purchase to update totals instantly"}, {"id": "addForm", "component": "Form", "name": "addExpenseForm", "fields": ["fcAmount", "fcCategory", "fcDate", "fcDesc"], "buttons": "formButtons"}, {"id": "fcAmount", "component": "FormControl", "label": "Amount ($)", "input": "inputAmount"}, {"id": "inputAmount", "component": "Input", "name": "amount", "placeholder": "e.g. 45.99", "type": "number"}, {"id": "fcCategory", "component": "FormControl", "label": "Category", "input": "selectCategory"}, {"id": "selectCategory", "component": "Select", "name": "category", "items": ["catHousing", "catFood", "catTransport", "catEntertainment", "catUtilities", "catShopping", "catOther"], "placeholder": "Choose category"}, {"id": "catHousing", "component": "SelectItem", "value": "housing", "label": "Housing"}, {"id": "catFood", "component": "SelectItem", "value": "food", "label": "Food & Groceries"}, {"id": "catTransport", "component": "SelectItem", "value": "transport", "label": "Transport"}, {"id": "catEntertainment", "component": "SelectItem", "value": "entertainment", "label": "Entertainment"}, {"id": "catUtilities", "component": "SelectItem", "value": "utilities", "label": "Utilities"}, {"id": "catShopping", "component": "SelectItem", "value": "shopping", "label": "Shopping"}, {"id": "catOther", "component": "SelectItem", "value": "other", "label": "Other"}, {"id": "fcDate", "component": "FormControl", "label": "Date", "input": "dateInput"}, {"id": "dateInput", "component": "DatePicker", "name": "expenseDate", "mode": "single"}, {"id": "fcDesc", "component": "FormControl", "label": "Description (optional)", "input": "descInput", "hint": "e.g. Trader Joe's groceries"}, {"id": "descInput", "component": "TextArea", "name": "description", "placeholder": "What was this for?", "rows": 2}, {"id": "formButtons", "component": "Buttons", "buttons": ["btnAdd"]}, {"id": "btnAdd", "component": "Button", "label": "Add Expense", "variant": "primary"}]}}</a2ui-json>
+
+**Screen covers all 5 items:**
+
+1. **Total vs Budget** — Top card shows $2,840 / $4,000 with 71% progress bar + remaining balance
+2. **Split by Category** — Donut chart + table breakdown (Housing 42%, Food 20%, etc.)
+3. **Largest Expense** — Highlighted warning Alert for the $1,200 Rent Payment (Aug 1)
+4. **Different Month** — `Select Month` dropdown (Aug/Jul/Jun/May) in the sunk card at the top
+5. **Add Expense** — Form at bottom with amount, category, date, description + Add button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..c8ff1d995
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,274 @@
+A complete cafe menu screen covering all 5 requirements — drinks, food, today's special, veg filter, and hours.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu-surface",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#8B5A2B",
+      "agentDisplayName": "Milo & Bean Café"
+    }
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu-surface",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "hoursCard",
+          "specialCallout",
+          "filterCard",
+          "menuTabs",
+          "footerText"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Milo & Bean Café",
+        "subtitle": "Freshly brewed • Locally sourced • Since 2018"
+      },
+      {
+        "id": "hoursCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hoursHeading",
+          "hoursText",
+          "hoursBadges"
+        ]
+      },
+      {
+        "id": "hoursHeading",
+        "component": "Heading",
+        "text": "Opening Hours",
+        "level": "h3"
+      },
+      {
+        "id": "hoursText",
+        "component": "TextContent",
+        "text": "**Mon – Fri:** 7:00 AM – 4:00 PM\n**Saturday:** 8:00 AM – 3:00 PM\n**Sunday:** 8:00 AM – 3:00 PM\n*Kitchen closes 30 mins before closing*",
+        "size": "default"
+      },
+      {
+        "id": "hoursBadges",
+        "component": "TagBlock",
+        "tags": [
+          "📍 24 Market Lane",
+          "🟢 Open Today • 7AM - 4PM",
+          "☎️ (555) 014-8820"
+        ]
+      },
+      {
+        "id": "specialCallout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "⭐ Today's Special — Miso Mushroom Toast",
+        "description": "Roasted shiitake & oyster mushrooms, miso butter, poached egg, chives on toasted sourdough. $14.00 • Vegetarian • Chef's pick! Only until 2PM."
+      },
+      {
+        "id": "filterCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "filterHeading",
+          "filterSwitchGroup",
+          "filterHint"
+        ]
+      },
+      {
+        "id": "filterHeading",
+        "component": "Heading",
+        "text": "Dietary Filter",
+        "level": "h4"
+      },
+      {
+        "id": "filterSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "dietFilter",
+        "variant": "sunk",
+        "items": [
+          "filterSwitchItem"
+        ]
+      },
+      {
+        "id": "filterSwitchItem",
+        "component": "SwitchItem",
+        "label": "Show vegetarian items only 🌱",
+        "description": "Toggle to filter both Drinks & Food to vegetarian / vegan options",
+        "name": "vegOnly"
+      },
+      {
+        "id": "filterHint",
+        "component": "TextContent",
+        "text": "Look for 🌱 Vegetarian  and  🌿 Vegan  tags. When the switch is ON, only tagged items are shown.",
+        "size": "small"
+      },
+      {
+        "id": "menuTabs",
+        "component": "Tabs",
+        "items": [
+          "tabDrinks",
+          "tabFood"
+        ]
+      },
+      {
+        "id": "tabDrinks",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "☕ Drinks",
+        "content": [
+          "drinksTable",
+          "drinksLegend"
+        ]
+      },
+      {
+        "id": "tabFood",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "🥐 Food",
+        "content": [
+          "foodTable",
+          "foodLegend"
+        ]
+      },
+      {
+        "id": "drinksTable",
+        "component": "Table",
+        "columns": [
+          "colDrinkName",
+          "colDrinkPrice",
+          "colDrinkDiet"
+        ]
+      },
+      {
+        "id": "colDrinkName",
+        "component": "Col",
+        "label": "Drink",
+        "type": "string",
+        "data": [
+          "Flat White",
+          "Oat Milk Latte",
+          "Cold Brew (12oz)",
+          "Matcha Latte",
+          "Hot Chocolate",
+          "Fresh Orange Juice"
+        ]
+      },
+      {
+        "id": "colDrinkPrice",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$4.50",
+          "$5.00",
+          "$4.80",
+          "$5.20",
+          "$4.90",
+          "$4.00"
+        ]
+      },
+      {
+        "id": "colDrinkDiet",
+        "component": "Col",
+        "label": "Diet",
+        "type": "string",
+        "data": [
+          "Vegetarian 🌱",
+          "Vegan 🌿",
+          "Vegan 🌿",
+          "Vegetarian 🌱",
+          "Vegetarian 🌱",
+          "Vegan 🌿"
+        ]
+      },
+      {
+        "id": "drinksLegend",
+        "component": "TextContent",
+        "text": "All drinks available iced +$0.50 • Oat / Soy / Almond milk no extra charge",
+        "size": "small"
+      },
+      {
+        "id": "foodTable",
+        "component": "Table",
+        "columns": [
+          "colFoodName",
+          "colFoodPrice",
+          "colFoodDiet"
+        ]
+      },
+      {
+        "id": "colFoodName",
+        "component": "Col",
+        "label": "Food",
+        "type": "string",
+        "data": [
+          "★ Miso Mushroom Toast — TODAY'S SPECIAL",
+          "Avocado Toast w/ feta & dukkah",
+          "Bacon & Egg Roll",
+          "Granola Bowl w/ seasonal fruit",
+          "Chicken Pesto Panini",
+          "Tomato Soup + Sourdough"
+        ]
+      },
+      {
+        "id": "colFoodPrice",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$14.00",
+          "$12.50",
+          "$11.00",
+          "$10.50",
+          "$13.50",
+          "$9.50"
+        ]
+      },
+      {
+        "id": "colFoodDiet",
+        "component": "Col",
+        "label": "Diet",
+        "type": "string",
+        "data": [
+          "Vegetarian 🌱",
+          "Vegetarian 🌱",
+          "—",
+          "Vegetarian 🌱",
+          "—",
+          "Vegan 🌿"
+        ]
+      },
+      {
+        "id": "foodLegend",
+        "component": "TextContent",
+        "text": "★ = Today's Special  •  🌱 Vegetarian  •  🌿 Vegan  •  Add poached egg +$2.00",
+        "size": "small"
+      },
+      {
+        "id": "footerText",
+        "component": "TextContent",
+        "text": "All prices include GST. Please inform staff of allergies. 🌱 = Vegetarian  🌿 = Vegan",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..b8346ac74
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,5 @@
+A complete cafe menu screen with drinks, food, today's special, vegetarian filter, and opening hours:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5A2B","agentDisplayName":"Milo & Bean Cafe"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu-001","components":[{"component":"Card","id":"root","children":["header","hoursCard","specialCallout","filterCard","menuTabs","legendText","footerText"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Milo & Bean — Menu","subtitle":"Freshly brewed • Locally baked • Served daily"},{"component":"Card","id":"hoursCard","children":["hoursHeader","hoursTable","hoursNote"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"hoursHeader","title":"Opening Hours","subtitle":"Come find us"},{"component":"Table","id":"hoursTable","columns":["colDay","colHours"]},{"component":"Col","id":"colDay","label":"Day","data":["Monday - Friday","Saturday - Sunday"],"type":"string"},{"component":"Col","id":"colHours","label":"Hours","data":["7:00 AM — 4:00 PM","8:00 AM — 3:00 PM"],"type":"string"},{"component":"TextContent","id":"hoursNote","text":"📍 42 High Street • Last orders 15 mins before close","size":"small"},{"component":"Callout","id":"specialCallout","variant":"success","title":"⭐ Today's Special — Ends Tonight","description":"Pumpkin Spice Flat White + Almond Croissant Combo — $9.00 (save $2.00). Barista's pick: house-made pumpkin spice, double shot, served with a warm almond croissant."},{"component":"Card","id":"filterCard","children":["filterHeading","vegSwitchGroup","filterHint"],"variant":"sunk","direction":"column","gap":"s"},{"component":"TextContent","id":"filterHeading","text":"Dietary Preference","size":"small-heavy"},{"component":"SwitchGroup","id":"vegSwitchGroup","name":"dietFilter","items":["vegSwitchItem"],"variant":"clear"},{"component":"SwitchItem","id":"vegSwitchItem","name":"vegetarianOnly","label":"Show vegetarian items only","description":"Toggle to highlight 🌱 vegetarian options across drinks & food"},{"component":"TextContent","id":"filterHint","text":"Tip: Vegetarian items are marked with 🌱 in the menu below. Toggle on to focus on green-tagged items only.","size":"small"},{"component":"Tabs","id":"menuTabs","items":["tabDrinks","tabFood"]},{"component":"TabItem","id":"tabDrinks","value":"drinks","trigger":"Drinks","content":["drinksTable"]},{"component":"TabItem","id":"tabFood","value":"food","trigger":"Food","content":["foodTable"]},{"component":"Table","id":"drinksTable","columns":["drinksColName","drinksColPrice","drinksColNotes"]},{"component":"Col","id":"drinksColName","label":"Drink","data":["Espresso","Flat White","Cappuccino","Iced Latte 🌱","Matcha Latte 🌱","Hot Chocolate 🌱","Chai Latte 🌱"],"type":"string"},{"component":"Col","id":"drinksColPrice","label":"Price","data":["$3.50","$4.50","$4.50","$5.00","$5.25","$4.75","$5.00"],"type":"string"},{"component":"Col","id":"drinksColNotes","label":"Notes","data":["Double shot","Oat / Dairy","With cinnamon","Over ice","Ceremonial grade","With marshmallow","Soy or oat"],"type":"string"},{"component":"Table","id":"foodTable","columns":["foodColName","foodColPrice","foodColNotes"]},{"component":"Col","id":"foodColName","label":"Food","data":["Avocado Toast 🌱","Veggie Panini 🌱","Chicken Caesar Wrap","Margherita Croissant 🌱","Bacon & Egg Roll","Acai Bowl 🌱","Banana Bread 🌱"],"type":"string"},{"component":"Col","id":"foodColPrice","label":"Price","data":["$9.50","$11.00","$12.50","$6.50","$8.00","$10.50","$4.50"],"type":"string"},{"component":"Col","id":"foodColNotes","label":"Notes","data":["Sourdough, chilli, lime","Pesto, roast veg, mozzarella","Grilled chicken, parmesan","Tomato, basil, mozzarella","Smoky bacon, fried egg","Granola, berries, honey","Toasted, with butter"],"type":"string"},{"component":"TextContent","id":"legendText","text":"🌱 = Vegetarian • All prices in USD • Ask staff for vegan & gluten-free options","size":"small"},{"component":"TextContent","id":"footerText","text":"Free Wi-Fi • Takeaway available • Today's special combo available until 4pm","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..2b41e2640
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,5 @@
+Single-screen cafe menu covering all 5 requirements — with specials, vegetarian toggle, and hours.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu-screen","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6F4E37","agentDisplayName":"Sunrise Café"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu-screen","components":[{"component":"Card","id":"root","children":["headerSection","specialCallout","filterCard","menuTabs","hoursCard","footerNote"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerSection","children":["headingTitle","headingSubtitle","heroImage"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"headingTitle","text":"Sunrise Café","level":"h1"},{"component":"TextContent","id":"headingSubtitle","text":"Artisan Coffee • Fresh Bakes • Cozy Corner on 5th — Est. 2018","size":"small"},{"component":"ImageBlock","id":"heroImage","src":"https://images.unsplash.com/photo-1445116572660-236099ec97a0?w=1200","alt":"Cozy cafe interior with coffee and pastries"},{"component":"Callout","id":"specialCallout","variant":"success","title":"⭐ Today's Special — Until 3 PM","description":"Pumpkin Spice Cold Brew + Avocado Toast Combo — $9.50 (Save $2.00!) • Marked with ★ across the menu"},{"component":"Card","id":"filterCard","children":["filterHeader","vegSwitchGroup","filterHint"],"variant":"card","direction":"column","gap":"s"},{"component":"TextContent","id":"filterHeader","text":"**Dietary Filter**","size":"default"},{"component":"SwitchGroup","id":"vegSwitchGroup","name":"vegetarianFilter","items":["vegOnlySwitch"],"variant":"sunk"},{"component":"SwitchItem","id":"vegOnlySwitch","name":"vegOnly","label":"Show Vegetarian Only","description":"Hide non-vegetarian items (like Chicken Caesar Wrap)"},{"component":"TextContent","id":"filterHint","text":"Toggle on to view only 🌱 vegetarian items. Vegetarian dishes are tagged with 🌱 Veg throughout the menu.","size":"small"},{"component":"Tabs","id":"menuTabs","items":["drinksTab","foodTab"]},{"component":"TabItem","id":"drinksTab","value":"drinks","trigger":"☕ Drinks","content":["drinksTable","drinksLegend"]},{"component":"TabItem","id":"foodTab","value":"food","trigger":"🥐 Food","content":["foodTable","foodLegend"]},{"component":"Table","id":"drinksTable","columns":["drinksColName","drinksColPrice","drinksColType"]},{"component":"Col","id":"drinksColName","label":"Drink","data":["Espresso","Americano","Cappuccino","Latte","Pumpkin Spice Cold Brew ★","Matcha Latte","Chai Latte","Fresh Orange Juice"],"type":"string"},{"component":"Col","id":"drinksColPrice","label":"Price","data":["$3.00","$3.25","$4.50","$4.75","$5.25","$5.00","$4.75","$4.00"],"type":"string"},{"component":"Col","id":"drinksColType","label":"Type","data":["🌱 Veg","🌱 Veg","🌱 Veg","🌱 Veg","🌱 Veg • Special","🌱 Veg","🌱 Veg","🌱 Veg"],"type":"string"},{"component":"TagBlock","id":"drinksLegend","tags":["🌱 Veg = Vegetarian","★ = Today's Special"]},{"component":"Table","id":"foodTable","columns":["foodColName","foodColPrice","foodColType"]},{"component":"Col","id":"foodColName","label":"Dish","data":["Avocado Toast ★","Classic Butter Croissant","Veggie Panini","Chicken Caesar Wrap","Margherita Flatbread","Acai Bowl","Tomato Basil Soup"],"type":"string"},{"component":"Col","id":"foodColPrice","label":"Price","data":["$6.50","$3.75","$8.25","$9.50","$8.95","$7.50","$5.50"],"type":"string"},{"component":"Col","id":"foodColType","label":"Type","data":["🌱 Veg • Special","🌱 Veg","🌱 Veg","Non-Veg","🌱 Veg","🌱 Veg","🌱 Veg"],"type":"string"},{"component":"TagBlock","id":"foodLegend","tags":["🌱 Veg = Vegetarian","Toggle switch above to hide Non-Veg","★ = Part of Today's Combo"]},{"component":"Card","id":"hoursCard","children":["hoursHeader","hoursTable","hoursNote"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"hoursHeader","title":"Opening Hours","subtitle":"123 Brew Street • (555) 123-4567"},{"component":"Table","id":"hoursTable","columns":["hoursColDay","hoursColTime"]},{"component":"Col","id":"hoursColDay","label":"Day","data":["Monday – Friday","Saturday","Sunday"],"type":"string"},{"component":"Col","id":"hoursColTime","label":"Hours","data":["7:00 AM – 7:00 PM","8:00 AM – 8:00 PM","8:00 AM – 4:00 PM"],"type":"string"},{"component":"TextContent","id":"hoursNote","text":"Kitchen closes 30 minutes before closing • Happy Hour 3–5 PM daily — $1 off all drinks","size":"small"},{"component":"TextContent","id":"footerNote","text":"All prices include tax. Oat, almond & soy milk available +$0.50. Ask your barista about seasonal specials!","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..22be90da3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,11 @@
+Your cafe menu screen is ready — single screen with all 5 requirements covered:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"The Daily Grind Cafe"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[{"component":"Card","id":"root","children":["heading","subHeading","specialCallout","filterCard","menuTabs","hoursCard","footer"],"gap":"m","variant":"clear"},{"component":"Heading","id":"heading","text":"The Daily Grind — Cafe Menu","level":"h1"},{"component":"TextContent","id":"subHeading","text":"Freshly brewed • Locally sourced • Served with love","size":"small"},{"component":"Callout","id":"specialCallout","variant":"warning","title":"⭐ Today's Special","description":"Pumpkin Spice Latte + Avocado Toast Combo — $12.00 (Save $2.50) • Available until 3 PM • Vegetarian 🌱"},{"component":"Card","id":"filterCard","children":["filterText","vegSwitchGroup"],"variant":"sunk","gap":"s","direction":"column"},{"component":"TextContent","id":"filterText","text":"**Dietary Preference** — Toggle to highlight vegetarian options across the menu","size":"small"},{"component":"SwitchGroup","id":"vegSwitchGroup","name":"dietFilter","items":["vegSwitchItem"],"variant":"clear"},{"component":"SwitchItem","id":"vegSwitchItem","name":"vegOnly","label":"Show vegetarian items only","description":"Filter drinks & food to vegetarian (V) options"},{"component":"Tabs","id":"menuTabs","items":["drinksTab","foodTab"]},{"component":"TabItem","id":"drinksTab","value":"drinks","trigger":"☕ Drinks","content":["drinksTable","drinksLegend"]},{"component":"TabItem","id":"foodTab","value":"food","trigger":"🥐 Food","content":["foodTable","foodLegend"]},{"component":"Table","id":"drinksTable","columns":["drinkNameCol","drinkPriceCol","drinkVegCol"]},{"component":"Col","id":"drinkNameCol","label":"Drink","data":["Espresso","Americano","Cappuccino","Latte","Matcha Latte","Chai Latte","Cold Brew","Fresh Orange Juice"],"type":"string"},{"component":"Col","id":"drinkPriceCol","label":"Price","data":["$3.00","$3.50","$4.25","$4.75","$5.25","$5.00","$4.50","$5.50"],"type":"string"},{"component":"Col","id":"drinkVegCol","label":"Diet","data":["—","—","—","—","🌱 Veg","🌱 Veg","—","🌱 Veg"],"type":"string"},{"component":"TextContent","id":"drinksLegend","text":"🌱 = Vegetarian • Oat / Soy / Almond milk +$0.75","size":"small"},{"component":"Table","id":"foodTable","columns":["foodNameCol","foodPriceCol","foodVegCol"]},{"component":"Col","id":"foodNameCol","label":"Food","data":["Avocado Toast","Greek Yogurt & Granola Bowl","Ham & Cheese Croissant","Chicken Pesto Panini","Quinoa Power Bowl","Smoked Salmon Bagel","Veggie Hummus Wrap","Chocolate Croissant"],"type":"string"},{"component":"Col","id":"foodPriceCol","label":"Price","data":["$9.50","$8.00","$7.50","$11.00","$12.50","$13.00","$10.50","$4.00"],"type":"string"},{"component":"Col","id":"foodVegCol","label":"Diet","data":["🌱 Veg","🌱 Veg","—","—","🌱 Veg","—","🌱 Veg","🌱 Veg"],"type":"string"},{"component":"TextContent","id":"foodLegend","text":"🌱 = Vegetarian • Toggle above to show only 🌱 Veg items","size":"small"},{"component":"Card","id":"hoursCard","children":["hoursHeader","hoursTable","hoursNote"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"hoursHeader","title":"Opening Hours","subtitle":"Kitchen closes 30 minutes before closing time"},{"component":"Table","id":"hoursTable","columns":["dayCol","hoursCol"]},{"component":"Col","id":"dayCol","label":"Day","data":["Monday – Friday","Saturday","Sunday"],"type":"string"},{"component":"Col","id":"hoursCol","label":"Hours","data":["7:00 AM – 6:00 PM","8:00 AM – 5:00 PM","8:00 AM – 3:00 PM"],"type":"string"},{"component":"TextCallout","id":"hoursNote","variant":"info","title":"Visit us","description":"123 Brew Street, Seattle • Wi-Fi • Takeaway & Dine-in"},{"component":"TextContent","id":"footer","text":"All prices include tax. Ask staff about allergens. Vegetarian (🌱) items contain no meat or fish.","size":"small"}]}}</a2ui-json>
+
+**Screen covers:**
+1. **Drinks with prices** — Drinks tab table (8 drinks, $3.00–$5.50)
+2. **Food with prices** — Food tab table (8 items, $4.00–$13.00)
+3. **Today's Special** — Top amber callout for Pumpkin Spice Latte + Avocado Toast combo
+4. **Vegetarian filter** — Toggle switch "Show vegetarian items only" + 🌱 Veg tags on every item
+5. **Opening Hours** — Dedicated card with Mon-Sun hours
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..8318028e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r1.txt
@@ -0,0 +1,14 @@
+Your course home is ready — all 6 requirements covered in a single screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnHub"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"component":"Card","id":"root","children":["headerCard","progressCard","nextLessonCard","modulesCard","ratingCard","continueSection"],"variant":"clear","direction":"column","gap":"l"},{"component":"Card","id":"headerCard","children":["courseHeader","instructorRow","headerTags"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"courseHeader","title":"Design Systems in Practice: From Tokens to Products","subtitle":"with Dr. Maya Chen • Senior Product Designer, Figma"},{"component":"Card","id":"instructorRow","children":["avatar","instructorText"],"variant":"clear","direction":"row","gap":"m","align":"center"},{"component":"Avatar","id":"avatar","fallback":"MC","alt":"Dr. Maya Chen"},{"component":"TextContent","id":"instructorText","text":"**Instructor:** Dr. Maya Chen — 12 years at Figma, Shopify & Linear • 42k learners • 4.8 instructor rating","size":"small"},{"component":"TagBlock","id":"headerTags","tags":["Intermediate","8.5 hours • 25 lessons","Certificate included","Updated May 2026"]},{"component":"Card","id":"progressCard","children":["progressHeader","progressBar","progressMeta"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"progressHeader","text":"Your Progress","level":"h3"},{"component":"Progress","id":"progressBar","value":68,"label":"68% complete — 17 of 25 lessons"},{"component":"TextContent","id":"progressMeta","text":"You're ahead of 73% of learners • ~4.2 hours left • Last activity: 2 hours ago","size":"small"},{"component":"Card","id":"nextLessonCard","children":["nextLessonCallout","nextLessonDetailsCard"],"variant":"card","direction":"column","gap":"m"},{"component":"Callout","id":"nextLessonCallout","variant":"info","title":"Up Next — Continue where you left off","description":"Module 3 • Lesson 4: Building Accessible Components (12 min video + exercise)"},{"component":"Card","id":"nextLessonDetailsCard","children":["nextLessonText","nextLessonMeta","nextLessonActions"],"variant":"sunk","direction":"column","gap":"s"},{"component":"TextContent","id":"nextLessonText","text":"**Module 3: Component Architecture — Lesson 4 of 5**\nLearn to build WCAG-compliant components with proper focus management, ARIA patterns, and keyboard navigation. Includes hands-on Figma + code exercise.","size":"default"},{"component":"TagBlock","id":"nextLessonMeta","tags":["▶ 12 min video","✎ Exercise","♿ Accessibility","Resume in 1 click"]},{"component":"Buttons","id":"nextLessonActions","buttons":["continueBtn"],"direction":"row"},{"component":"Button","id":"continueBtn","label":"▶ Continue Lesson","variant":"primary","size":"large"},{"component":"Card","id":"modulesCard","children":["modulesHeader","modulesTable","modulesSeparator","modulesHint"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"modulesHeader","text":"Course Modules","level":"h3"},{"component":"Table","id":"modulesTable","columns":["colModule","colStatus","colLessons"]},{"component":"Col","id":"colModule","label":"Module","data":["1. Foundations of Design Systems","2. Design Tokens & Variables","3. Component Architecture","4. Documentation & Governance","5. Scaling Across Platforms","6. Capstone Project"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✓ Completed","✓ Completed","● In Progress","○ Not Started","○ Not Started","○ Not Started"],"type":"string"},{"component":"Col","id":"colLessons","label":"Lessons","data":["5/5","4/4","3/5","0/6","0/4","0/1"],"type":"string"},{"component":"Separator","id":"modulesSeparator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"modulesHint","text":"✓ Completed • ● In Progress • ○ Not started — Tap any module to review lessons","size":"small"},{"component":"Card","id":"ratingCard","children":["ratingHeader","ratingRow"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Heading","id":"ratingHeader","text":"Learner Feedback","level":"h3"},{"component":"Card","id":"ratingRow","children":["ratingBadge","ratingText","ratingStars"],"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},{"component":"Badge","id":"ratingBadge","text":"★ 4.8 / 5.0","variant":"default"},{"component":"TextContent","id":"ratingText","text":"Average from **2,847 learners** • 94% would recommend","size":"default"},{"component":"TagBlock","id":"ratingStars","tags":["★★★★★ 78%","★★★★ 18%","★★★ 3%","★★ 1%"]},{"component":"Card","id":"continueSection","children":["continueButtons","continueHint"],"variant":"clear","direction":"column","gap":"s","align":"center"},{"component":"Buttons","id":"continueButtons","buttons":["mainContinueBtn","viewSyllabusBtn"],"direction":"row"},{"component":"Button","id":"mainContinueBtn","label":"Continue Learning →","variant":"primary","size":"large"},{"component":"Button","id":"viewSyllabusBtn","label":"View Full Syllabus","variant":"secondary","size":"large"},{"component":"TextContent","id":"continueHint","text":"Resumes at Module 3, Lesson 4 • Your progress is automatically saved","size":"small"}]}}</a2ui-json>
+
+**Screen covers all 6 items:**
+
+1. **Title & Instructor** — Top card header with avatar: *Design Systems in Practice* + Dr. Maya Chen
+2. **Overall Progress** — 68% Progress bar (17/25 lessons) with time remaining
+3. **Modules** — Table with 6 modules showing ✓ Completed / ● In Progress / ○ Not Started + lesson counts
+4. **Next Lesson Called Out** — Blue `Up Next` callout highlighting *Module 3 • Lesson 4: Building Accessible Components*
+5. **Average Rating** — ★ 4.8/5.0 badge + 2,847 learners breakdown
+6. **Continue Learning** — Primary `Continue Learning →` and `Continue Lesson` buttons that resume exactly where you left off
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..fe5efeba0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r2.txt
@@ -0,0 +1,14 @@
+Your single-screen learner home is ready — all 6 items covered:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnHub"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"component":"Card","id":"root","children":["heroCard","nextLessonAlert","nextLessonCard","modulesCard","footerHelp"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"heroCard","children":["courseTitle","instructorText","heroSeparator","statsRow"],"direction":"column","gap":"m","variant":"card"},{"component":"Heading","id":"courseTitle","text":"Design Systems Fundamentals","level":"h1"},{"component":"TextContent","id":"instructorText","text":"with **Dr. Elena Torres** · Lead Product Designer, Figma · 6 modules · 29 lessons · 8.5 hours","size":"default"},{"component":"Separator","id":"heroSeparator","orientation":"horizontal","decorative":true},{"component":"Card","id":"statsRow","children":["progressCard","ratingCard","continueActionCard"],"direction":"row","gap":"m","variant":"clear","align":"stretch","wrap":true},{"component":"Card","id":"progressCard","children":["progressLabel","progressBar","progressDetail"],"direction":"column","gap":"s","variant":"sunk"},{"component":"TextContent","id":"progressLabel","text":"Overall Progress","size":"small-heavy"},{"component":"Progress","id":"progressBar","value":62,"label":"62% complete"},{"component":"TextContent","id":"progressDetail","text":"18 of 29 lessons · 4 of 6 modules finished · ~3.2 hrs remaining","size":"small"},{"component":"Card","id":"ratingCard","children":["ratingLabel","ratingValue","ratingDetail","ratingTags"],"direction":"column","gap":"s","variant":"sunk"},{"component":"TextContent","id":"ratingLabel","text":"Average Learner Rating","size":"small-heavy"},{"component":"Heading","id":"ratingValue","text":"★ 4.8 / 5.0","level":"h2"},{"component":"TextContent","id":"ratingDetail","text":"Based on 2,847 ratings · 94% would recommend","size":"small"},{"component":"TagBlock","id":"ratingTags","tags":["Highly Rated","Top 5% Course","Updated Mar 2026"]},{"component":"Card","id":"continueActionCard","children":["continueBtn","continueHint"],"direction":"column","gap":"s","variant":"clear","align":"center","justify":"center"},{"component":"Button","id":"continueBtn","label":"▶ Continue Learning","variant":"primary","size":"large"},{"component":"TextContent","id":"continueHint","text":"Resume where you left off — 1 click to next lesson","size":"small"},{"component":"Callout","id":"nextLessonAlert","variant":"info","title":"Next Up: Module 4 — Lesson 1","description":"You're ready for 'Documenting Components for Scale' · 12 min · Video + exercise. This is your immediate next step."},{"component":"Card","id":"nextLessonCard","children":["nextLessonHeader","nextLessonTitle","nextLessonMeta","nextLessonButtons"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"nextLessonHeader","title":"Next Lesson","subtitle":"Module 4: Patterns & Documentation · Lesson 1 of 5"},{"component":"TextContent","id":"nextLessonTitle","text":"### Documenting Components for Scale\nLearn how to write usage guidelines, props tables, and live examples that teams actually use. Includes a hands-on Notion template.","size":"default"},{"component":"TextContent","id":"nextLessonMeta","text":"⏱ 12 min  ·  🎥 Video  ·  📝 Exercise  ·  Prerequisite: Component Architecture completed","size":"small"},{"component":"Buttons","id":"nextLessonButtons","buttons":["nextLessonContinueBtn","nextLessonPreviewBtn"],"direction":"row"},{"component":"Button","id":"nextLessonContinueBtn","label":"Continue to Lesson →","variant":"primary"},{"component":"Button","id":"nextLessonPreviewBtn","label":"Preview Lesson Outline","variant":"secondary"},{"component":"Card","id":"modulesCard","children":["modulesHeader","modulesTable","modulesProgressSummary"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"modulesHeader","title":"Course Modules","subtitle":"6 modules · Completion status tracked automatically"},{"component":"Table","id":"modulesTable","columns":["colModule","colStatus","colProgress"]},{"component":"Col","id":"colModule","label":"Module","data":["01 · Introduction to Design Systems","02 · Foundations & Tokens","03 · Component Architecture","04 · Patterns & Documentation","05 · Governance & Scaling","06 · Final Project & Review"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✓ Completed","✓ Completed","● In Progress — 3/5 lessons","○ Up Next","○ Not Started","○ Not Started"],"type":"string"},{"component":"Col","id":"colProgress","label":"Progress","data":["100%","100%","65%","0% — Next lesson highlighted above","0%","0%"],"type":"string"},{"component":"TextContent","id":"modulesProgressSummary","text":"You’ve completed **18 lessons**. Module 3 is 65% done — finish its 2 remaining lessons to unlock the certificate track.","size":"small"},{"component":"TextContent","id":"footerHelp","text":"Need help? Jump to **Module 3, Lesson 4** or message Dr. Torres during office hours (Tue/Thu 4pm PT).","size":"small"}]}}</a2ui-json>
+
+**What’s covered on this single screen:**
+
+1. **Course title & instructor** — Hero header: *Design Systems Fundamentals* with Dr. Elena Torres
+2. **Overall progress** — 62% Progress bar with “18 of 29 lessons” detail
+3. **Modules with status** — Table showing all 6 modules: Completed / In Progress / Up Next / Not Started with % per module
+4. **Next lesson called out** — Blue Callout + dedicated “Next Lesson” card for *Documenting Components for Scale* (Module 4, Lesson 1)
+5. **Average learner rating** — 4.8 / 5.0 from 2,847 ratings
+6. **Continue learning** — Primary “Continue Learning” button (hero) + “Continue to Lesson →” button in next lesson card
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..cf20241da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r3.txt
@@ -0,0 +1,14 @@
+Your course home is ready — all 6 required elements are covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home-01","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D28D9","agentDisplayName":"LearnHub"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home-01","components":[{"component":"Card","id":"root","children":["titleSection","progressSection","nextLessonSection","modulesSection","ratingSection"]},{"component":"Card","id":"titleSection","children":["courseHeading","instructorBlock","metaRow"]},{"component":"Heading","id":"courseHeading","text":"Product Design Fundamentals: From Idea to Prototype","level":"h2"},{"component":"Card","id":"instructorBlock","variant":"clear","direction":"row","gap":"m","align":"center","children":["avatar","instructorInfo"]},{"component":"Avatar","id":"avatar","fallback":"MC","alt":"Dr. Maya Chen"},{"component":"TextContent","id":"instructorInfo","text":"**Dr. Maya Chen** · Senior Product Designer at Figma\n6 modules · 24 lessons · 8.5 hours total · Updated May 2026","size":"default"},{"component":"Card","id":"metaRow","variant":"clear","direction":"row","gap":"s","children":["badgeLevel","badgeCertificate","badgeLearners"]},{"component":"Badge","id":"badgeLevel","text":"Beginner → Intermediate","variant":"secondary"},{"component":"Badge","id":"badgeCertificate","text":"Certificate included","variant":"outline"},{"component":"Badge","id":"badgeLearners","text":"12,483 learners","variant":"default"},{"component":"Card","id":"progressSection","children":["progressHeader","progressBar","progressStats"]},{"component":"CardHeader","id":"progressHeader","title":"Your Progress","subtitle":"64% complete — 14 of 24 lessons finished"},{"component":"Progress","id":"progressBar","value":64,"label":"64% overall completion"},{"component":"TextContent","id":"progressStats","text":"You're ahead of 72% of learners · ~3 hours left · Last activity: Yesterday","size":"small"},{"component":"Card","id":"nextLessonSection","children":["nextCallout","nextLessonCard","continueRow"]},{"component":"Callout","id":"nextCallout","variant":"info","title":"Up Next — Continue where you left off","description":"Your next lesson is ready. Resume in one click."},{"component":"Card","id":"nextLessonCard","variant":"sunk","children":["nextLessonHeader","nextLessonMeta","nextLessonProgress"]},{"component":"TextContent","id":"nextLessonHeader","text":"**Module 3: Wireframing & Prototyping** — Lesson 3.3\n### Wireframing Low-Fidelity Layouts","size":"default"},{"component":"TextContent","id":"nextLessonMeta","text":"⏱ 12 min · 📹 Video + Figma exercise · Module 3 • Lesson 3 of 5","size":"small"},{"component":"Progress","id":"nextLessonProgress","value":40,"label":"Module 3 progress: 2 of 5 lessons (40%)"},{"component":"Card","id":"continueRow","variant":"clear","direction":"row","gap":"m","children":["continueButton","secondaryButton"]},{"component":"Button","id":"continueButton","label":"Continue Learning → Resume Lesson 3.3","variant":"primary","size":"large"},{"component":"Button","id":"secondaryButton","label":"View Syllabus","variant":"secondary"},{"component":"Card","id":"modulesSection","children":["modulesHeader","modulesList","modulesTable"]},{"component":"CardHeader","id":"modulesHeader","title":"Course Modules","subtitle":"5 modules with completion status for each"},{"component":"ListBlock","id":"modulesList","variant":"number","items":["mod1","mod2","mod3","mod4","mod5"]},{"component":"ListItem","id":"mod1","title":"Module 1: Foundations of Design Thinking","subtitle":"5/5 lessons • Completed • 1h 20m — ✓ 100%"},{"component":"ListItem","id":"mod2","title":"Module 2: User Research & Empathy Maps","subtitle":"4/4 lessons • Completed • 1h 45m — ✓ 100%"},{"component":"ListItem","id":"mod3","title":"Module 3: Wireframing & Prototyping","subtitle":"2/5 lessons • In Progress • 2h 10m — ● 40%"},{"component":"ListItem","id":"mod4","title":"Module 4: Visual Design Systems","subtitle":"0/6 lessons • Not Started • 1h 55m — ○ 0%"},{"component":"ListItem","id":"mod5","title":"Module 5: Usability Testing & Iteration","subtitle":"0/4 lessons • Not Started • 1h 20m — ○ 0%"},{"component":"Table","id":"modulesTable","columns":["colModule","colStatus","colProgress"]},{"component":"Col","id":"colModule","label":"Module","data":["M1: Foundations","M2: Research","M3: Wireframing","M4: Visual Systems","M5: Testing"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Completed","Completed","In Progress","Not Started","Not Started"],"type":"string"},{"component":"Col","id":"colProgress","label":"Progress","data":["100%","100%","40%","0%","0%"],"type":"string"},{"component":"Card","id":"ratingSection","children":["ratingHeader","ratingRow","ratingTags"]},{"component":"CardHeader","id":"ratingHeader","title":"Average Learner Rating","subtitle":"What 2,847 learners think about this course"},{"component":"Card","id":"ratingRow","variant":"clear","direction":"row","gap":"l","align":"center","children":["ratingScoreBlock","ratingDetails"]},{"component":"Card","id":"ratingScoreBlock","variant":"sunk","children":["ratingScore","ratingScoreSub"]},{"component":"Heading","id":"ratingScore","text":"4.8 ★","level":"h1"},{"component":"TextContent","id":"ratingScoreSub","text":"out of 5.0","size":"small"},{"component":"TextContent","id":"ratingDetails","text":"**4.8 average** from **2,847 ratings**\n92% would recommend this course\n★ 4.9 for Instructor Clarity · ★ 4.7 for Practical Exercises","size":"default"},{"component":"TagBlock","id":"ratingTags","tags":["#1 in Product Design","Highly Rated","2,847 reviews"]}]}}</a2ui-json>
+
+**Screen covers all 6 items:**
+
+1. **Course title & instructor** — Top card: *Product Design Fundamentals: From Idea to Prototype* + Dr. Maya Chen avatar, role, and course meta
+2. **Overall progress percentage** — 64% Progress bar with "14 of 24 lessons" and time left
+3. **Modules with completion status** — Numbered ListBlock + Table showing Completed / In Progress / Not Started and % for each of 5 modules
+4. **Next lesson called out** — Blue `Up Next` Callout + sunk card highlighting *Module 3 Lesson 3.3: Wireframing Low-Fidelity Layouts (12 min)*
+5. **Average learner rating** — 4.8 ★ out of 5.0 from 2,847 learners, with recommendation rate and TagBlock
+6. **Way to continue learning** — Primary button `Continue Learning → Resume Lesson 3.3` (plus secondary View Syllabus)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..79e444862
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-course__r4.txt
@@ -0,0 +1,195 @@
+Your learner course home is ready — covering title, progress, modules, next lesson, rating, and continue action in one view:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "learner-course-home", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#4F46E5", "agentDisplayName": "LearnTrack"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "learner-course-home",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "progressSection",
+          "nextLessonCallout",
+          "modulesHeader",
+          "modulesTable",
+          "ratingSection",
+          "continueSection"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Design Systems in Practice",
+        "subtitle": "Instructor: Alex Rivera • Senior Product Designer, Studio Forma • 6 weeks • 18 lessons"
+      },
+      {
+        "id": "progressSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "progressHeading",
+          "progressBar",
+          "progressMeta"
+        ]
+      },
+      {
+        "id": "progressHeading",
+        "component": "Heading",
+        "text": "Your Progress",
+        "level": "h3"
+      },
+      {
+        "id": "progressBar",
+        "component": "Progress",
+        "value": 68,
+        "label": "68% complete"
+      },
+      {
+        "id": "progressMeta",
+        "component": "TextContent",
+        "text": "68% overall • 12 of 18 lessons completed • 2 of 5 modules finished • ~2.5 hours remaining",
+        "size": "small"
+      },
+      {
+        "id": "nextLessonCallout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Up Next — Continue where you left off",
+        "description": "Module 3: Components at Scale • Lesson 4: Building Accessible Component APIs • 12 min video • You left off at 2:34"
+      },
+      {
+        "id": "modulesHeader",
+        "component": "Heading",
+        "text": "Course Modules",
+        "level": "h3"
+      },
+      {
+        "id": "modulesTable",
+        "component": "Table",
+        "columns": [
+          "colModule",
+          "colStatus",
+          "colProgress"
+        ]
+      },
+      {
+        "id": "colModule",
+        "component": "Col",
+        "label": "Module",
+        "type": "string",
+        "data": [
+          "1. Foundations",
+          "2. Tokens & Theming",
+          "3. Components at Scale",
+          "4. Documentation & Governance",
+          "5. Advanced Patterns"
+        ]
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Completed ✓",
+          "Completed ✓",
+          "In Progress — 45%",
+          "Not Started",
+          "Not Started"
+        ]
+      },
+      {
+        "id": "colProgress",
+        "component": "Col",
+        "label": "Completion",
+        "type": "string",
+        "data": [
+          "100%",
+          "100%",
+          "45%",
+          "0%",
+          "0%"
+        ]
+      },
+      {
+        "id": "ratingSection",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "ratingHeader",
+          "ratingBadge",
+          "ratingStars",
+          "ratingCount"
+        ]
+      },
+      {
+        "id": "ratingHeader",
+        "component": "Heading",
+        "text": "Learner Rating",
+        "level": "h4"
+      },
+      {
+        "id": "ratingBadge",
+        "component": "Badge",
+        "text": "★ 4.7 / 5.0",
+        "variant": "secondary"
+      },
+      {
+        "id": "ratingStars",
+        "component": "TextContent",
+        "text": "★★★★★ 4.7 average — Excellent",
+        "size": "small-heavy"
+      },
+      {
+        "id": "ratingCount",
+        "component": "TextContent",
+        "text": "Based on 2,483 learner ratings • 92% would recommend • Last updated today",
+        "size": "small"
+      },
+      {
+        "id": "continueSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "continueButtons"
+        ]
+      },
+      {
+        "id": "continueButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "continueBtn",
+          "secondaryBtn"
+        ]
+      },
+      {
+        "id": "continueBtn",
+        "component": "Button",
+        "label": "Continue Learning →",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "secondaryBtn",
+        "component": "Button",
+        "label": "View Full Syllabus",
+        "variant": "secondary",
+        "size": "large"
+      }
+    ]
+  }
+}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..dc9194be6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r1.txt
@@ -0,0 +1,5 @@
+Your conference landing screen is ready — all 6 requirements covered below:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"future-stack-summit-2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"FutureStack Summit"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"future-stack-summit-2026","components":[{"component":"Card","id":"root","children":["heroCard","agendaCard","speakersCard","ticketsCard","registerCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"heroCard","children":["heroHeading","heroSubtitle","heroDetails","countdownCallout","countdownProgress"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"heroHeading","text":"FutureStack Summit 2026","level":"h1"},{"component":"TextContent","id":"heroSubtitle","text":"**Where builders of AI, cloud & product converge.** Two days of keynotes, hands-on workshops, and high-signal networking.","size":"large"},{"component":"TextContent","id":"heroDetails","text":"📅 **October 15–16, 2026**  •  📍 **Moscone Center, San Francisco, CA**  •  Doors open 8:30 AM PT","size":"default"},{"component":"Callout","id":"countdownCallout","variant":"info","title":"58 Days Remaining","description":"Countdown to opening keynote on Oct 15, 2026. Early Bird pricing ends when countdown hits 30 days!"},{"component":"Progress","id":"countdownProgress","value":64,"label":"64% of Early Bird window elapsed — 58 days to go"},{"component":"Card","id":"agendaCard","children":["agendaHeader","agendaList"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"agendaHeader","title":"Agenda — Day 1, Oct 15","subtitle":"All times PT • Day 2 workshops run 9:00 AM – 4:00 PM"},{"component":"ListBlock","id":"agendaList","variant":"number","items":["agenda1","agenda2","agenda3","agenda4","agenda5","agenda6","agenda7"]},{"component":"ListItem","id":"agenda1","title":"08:30 — Registration & Coffee","subtitle":"Badge pickup, welcome coffee, expo opens"},{"component":"ListItem","id":"agenda2","title":"09:30 — Opening Keynote: The Next Stack","subtitle":"Dr. Maya Chen on AI-native infrastructure"},{"component":"ListItem","id":"agenda3","title":"10:45 — Breakout: AI-Native Infrastructure","subtitle":"Choose 3 tracks: Platform, Data, Product"},{"component":"ListItem","id":"agenda4","title":"12:00 — Lunch & Networking","subtitle":"Curated topic tables + sponsor demos"},{"component":"ListItem","id":"agenda5","title":"13:30 — Panel: Scaling Product Teams","subtitle":"James Okoro, Sofia Reyes & Arjun Patel"},{"component":"ListItem","id":"agenda6","title":"15:00 — Workshops & Live Demos","subtitle":"Hands-on labs: StackFlow, Edge AI, Design Systems"},{"component":"ListItem","id":"agenda7","title":"17:00 — Closing Mixer","subtitle":"Rooftop drinks, community awards"},{"component":"Card","id":"speakersCard","children":["speakersHeader","speakersList"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"speakersHeader","title":"Featured Speakers","subtitle":"One line on each — tap for full bio on site"},{"component":"ListBlock","id":"speakersList","variant":"image","items":["speaker1","speaker2","speaker3","speaker4"]},{"component":"ListItem","id":"speaker1","title":"Dr. Maya Chen","subtitle":"Pioneering AI infra at scale — ex-CTO DataForge, author of 'Systems for Intelligence'"},{"component":"ListItem","id":"speaker2","title":"James Okoro","subtitle":"Built 3 unicorns — now advising Fortune 500s on platform strategy & growth"},{"component":"ListItem","id":"speaker3","title":"Sofia Reyes","subtitle":"Lead designer for immersive AR — crafting human-centered spatial experiences"},{"component":"ListItem","id":"speaker4","title":"Arjun Patel","subtitle":"Open-source champion — creator of StackFlow (42k+ GitHub stars)"},{"component":"Card","id":"ticketsCard","children":["ticketsHeader","ticketsTable","ticketsNote"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"ticketsHeader","title":"Ticket Tiers","subtitle":"All tickets include recordings & expo access. Prices in USD."},{"component":"Table","id":"ticketsTable","columns":["colTier","colPrice","colPerks"]},{"component":"Col","id":"colTier","label":"Tier","data":["Early Bird","Standard","VIP"],"type":"string"},{"component":"Col","id":"colPrice","label":"Price","data":["$299","$449","$799"],"type":"string"},{"component":"Col","id":"colPerks","label":"Includes","data":["Talks + Recordings","Talks + Workshops + Dinner","Everything + Lounge + 1:1 Mentor"],"type":"string"},{"component":"TextContent","id":"ticketsNote","text":"✨ **Most Popular: Standard** — Best value. VIP limited to 100 seats.","size":"small"},{"component":"Card","id":"registerCard","children":["registerHeader","registerForm","footerText"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"registerHeader","title":"Reserve Your Seat","subtitle":"Register with name & email — takes 15 seconds. No payment until checkout."},{"component":"Form","id":"registerForm","name":"conference_register","buttons":"formButtons","fields":["nameControl","emailControl"]},{"component":"Buttons","id":"formButtons","buttons":["submitButton"],"direction":"row"},{"component":"Button","id":"submitButton","label":"Register Now — Free Hold","variant":"primary","size":"large"},{"component":"FormControl","id":"nameControl","label":"Full Name","input":"nameInput"},{"component":"Input","id":"nameInput","name":"name","placeholder":"Alex Rivera","type":"text"},{"component":"FormControl","id":"emailControl","label":"Work Email","hint":"We'll send your ticket & agenda updates","input":"emailInput"},{"component":"Input","id":"emailInput","name":"email","placeholder":"alex@company.com","type":"email"},{"component":"TextContent","id":"footerText","text":"By registering you agree to event updates. 58 days to go — see you at Moscone!","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..f76228fe4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r2.txt
@@ -0,0 +1,5 @@
+Conference landing page with all 6 required sections — event info, countdown, agenda, speakers, tickets & registration:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"conf-landing-2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"FutureStack Summit"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"conf-landing-2026","components":[{"component":"Card","id":"root","children":["headerCard","countdownCard","agendaCard","speakersCard","ticketsCard","registerCard","footerNote"],"direction":"column","gap":"l"},{"component":"Card","id":"headerCard","children":["headerTitle","headerMeta","headerTags"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"headerTitle","title":"FutureStack Summit 2026","subtitle":"The conference for builders shaping the next decade of software"},{"component":"TextContent","id":"headerMeta","text":"📅 October 15–16, 2026  •  📍 Moscone Center, San Francisco, CA  •  9:00 AM – 6:00 PM PT","size":"large"},{"component":"TagBlock","id":"headerTags","tags":["2 Days","500+ Attendees","30+ Speakers","Live + Recorded"]},{"component":"Card","id":"countdownCard","children":["countdownHeading","countdownBadge","countdownText","countdownProgress","countdownHint"],"variant":"sunk","gap":"s"},{"component":"Heading","id":"countdownHeading","text":"Countdown to Kickoff","level":"h3"},{"component":"Badge","id":"countdownBadge","text":"⏳ 58 days remaining","variant":"default"},{"component":"TextContent","id":"countdownText","text":"Event starts **Wednesday, October 15, 2026 — 9:00 AM PT**. Early-bird pricing ends September 1st.","size":"default"},{"component":"Progress","id":"countdownProgress","value":58,"label":"58 days to go — 84% of early-bird tickets claimed"},{"component":"TextContent","id":"countdownHint","text":"Days remaining updates daily from today (Aug 18, 2026)","size":"small"},{"component":"Card","id":"agendaCard","children":["agendaHeader","agendaTable","agendaNote"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"agendaHeader","title":"Agenda — Day 1","subtitle":"Main Stage & Breakouts • All times Pacific (PT)"},{"component":"Table","id":"agendaTable","columns":["colTime","colSession","colTrack"]},{"component":"Col","id":"colTime","label":"Time","data":["09:00 AM","10:30 AM","11:45 AM","01:00 PM","02:30 PM","04:00 PM"],"type":"string"},{"component":"Col","id":"colSession","label":"Session","data":["Opening Keynote: The Next Decade of AI","Breakout: Scaling Design Systems","Panel: Ethics in Generative AI","Lunch & Networking — Expo Floor","Workshop: Building with LLMs","Closing Fireside: Founders on Future"],"type":"string"},{"component":"Col","id":"colTrack","label":"Speaker / Location","data":["Dr. Maya Chen • Main Hall","James Okoro • Room A","Priya Desai et al. • Main Hall","All Attendees • Expo Floor","Alex Rivera • Lab 2","All Speakers • Main Hall"],"type":"string"},{"component":"TextContent","id":"agendaNote","text":"Day 2 (Oct 16): Deep-dive workshops & investor office hours — full schedule drops Sept 15.","size":"small"},{"component":"Card","id":"speakersCard","children":["speakersHeader","speakersList"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"speakersHeader","title":"Featured Speakers","subtitle":"One line on each — leaders in AI, infrastructure & design"},{"component":"ListBlock","id":"speakersList","items":["spk1","spk2","spk3","spk4"],"variant":"number"},{"component":"ListItem","id":"spk1","title":"Dr. Maya Chen","subtitle":"AI Research Lead, DeepMind — Pioneering multimodal reasoning at scale"},{"component":"ListItem","id":"spk2","title":"James Okoro","subtitle":"CTO, Vercel — Scaling edge infrastructure for 10M+ developers"},{"component":"ListItem","id":"spk3","title":"Priya Desai","subtitle":"Founder, ClimateStack — Decarbonizing software with carbon-aware systems"},{"component":"ListItem","id":"spk4","title":"Alex Rivera","subtitle":"Design Director, Figma — Crafting human-AI collaboration patterns"},{"component":"Card","id":"ticketsCard","children":["ticketsHeader","ticketsIntro","ticketsRow","ticketsFootnote"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"ticketsHeader","title":"Ticket Tiers","subtitle":"All tickets include Day 1 + Day 2 • Early-bird locked until Sept 1"},{"component":"TextContent","id":"ticketsIntro","text":"Choose your access level:","size":"small-heavy"},{"component":"Card","id":"ticketsRow","children":["tierStarter","tierPro","tierVIP"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"tierStarter","children":["tierStarterTitle","tierStarterPrice","tierStarterList","tierStarterBtn"],"variant":"sunk","gap":"s"},{"component":"Heading","id":"tierStarterTitle","text":"Starter","level":"h4"},{"component":"TextContent","id":"tierStarterPrice","text":"$299","size":"large-heavy"},{"component":"TextContent","id":"tierStarterList","text":"✓ General sessions & expo\n✓ Coffee & lunch both days\n✓ Community Slack access","size":"small"},{"component":"Button","id":"tierStarterBtn","label":"Select Starter","variant":"secondary"},{"component":"Card","id":"tierPro","children":["tierProTitle","tierProPrice","tierProList","tierProBtn"],"variant":"card","gap":"s"},{"component":"Heading","id":"tierProTitle","text":"Pro — Most Popular","level":"h4"},{"component":"TextContent","id":"tierProPrice","text":"$549","size":"large-heavy"},{"component":"TextContent","id":"tierProList","text":"✓ Everything in Starter\n✓ Workshops + session recordings\n✓ Lounge & networking hour","size":"small"},{"component":"Button","id":"tierProBtn","label":"Select Pro","variant":"primary"},{"component":"Card","id":"tierVIP","children":["tierVIPTitle","tierVIPPrice","tierVIPList","tierVIPBtn"],"variant":"sunk","gap":"s"},{"component":"Heading","id":"tierVIPTitle","text":"VIP","level":"h4"},{"component":"TextContent","id":"tierVIPPrice","text":"$899","size":"large-heavy"},{"component":"TextContent","id":"tierVIPList","text":"✓ Everything in Pro\n✓ Front-row seating + VIP dinner\n✓ 1:1 mentor session","size":"small"},{"component":"Button","id":"tierVIPBtn","label":"Select VIP","variant":"secondary"},{"component":"TextContent","id":"ticketsFootnote","text":"All prices USD. Group discounts for 5+ — contact team@futurestack.com","size":"small"},{"component":"Card","id":"registerCard","children":["registerHeader","registerForm","registerPrivacy"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"registerHeader","title":"Register Now","subtitle":"Secure your spot in 30 seconds — ticket tier selected at checkout"},{"component":"Form","id":"registerForm","name":"conference-registration","buttons":"formBtns","fields":["fcName","fcEmail"]},{"component":"Buttons","id":"formBtns","buttons":["submitBtn"],"direction":"row"},{"component":"Button","id":"submitBtn","label":"Complete Registration","variant":"primary"},{"component":"FormControl","id":"fcName","label":"Full Name","input":"inputName","hint":"As it should appear on your badge"},{"component":"Input","id":"inputName","name":"fullName","placeholder":"Alex Morgan","type":"text"},{"component":"FormControl","id":"fcEmail","label":"Email Address","input":"inputEmail","hint":"We'll send your ticket & receipt here"},{"component":"Input","id":"inputEmail","name":"email","placeholder":"alex@company.com","type":"email"},{"component":"TextContent","id":"registerPrivacy","text":"By registering you agree to our Terms & Privacy Policy. Questions? hello@futurestack.com","size":"small"},{"component":"TextContent","id":"footerNote","text":"© 2026 FutureStack Summit • Moscone Center, San Francisco • Follow @FutureStack","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..0e2a44477
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r3.txt
@@ -0,0 +1,4 @@
+Single-screen conference landing — covering event info, countdown, agenda, speakers, tickets and registration:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"futurefront-2026-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"FutureFront"},"sendDataModel":true}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"futurefront-2026-landing","components":[{"component":"Card","id":"root","children":["headerCard","countdownCard","agendaCard","speakersCard","ticketsCard","registrationCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerHeader","headerText","headerMeta","headerTags"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"headerHeader","title":"FutureFront 2026 — The AI & Design Summit","subtitle":"October 15–16, 2026 • Moscone Center West, San Francisco, CA"},{"component":"TextContent","id":"headerText","text":"Two days of keynotes, hands-on workshops, and product reveals at the intersection of AI, design, and human creativity. Join 1,200+ founders, designers, and researchers.","size":"default"},{"component":"TextContent","id":"headerMeta","text":"⏰ Doors 8:30 AM • 🎤 Main Stage + 3 Workshop Tracks • 📍 Moscone West, 800 Howard St","size":"small"},{"component":"TagBlock","id":"headerTags","tags":["AI + Design","2 Days","1,200 Attendees","Live Workshops"]},{"component":"Card","id":"countdownCard","children":["countdownAlert","countdownProgress","countdownText"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Alert","id":"countdownAlert","title":"58 Days Remaining","description":"Until FutureFront 2026 opens — Wednesday, Oct 15, 2026 at 9:00 AM PT. Early Bird pricing ends in 14 days!","variant":"info"},{"component":"Progress","id":"countdownProgress","value":58,"label":"58 days to go"},{"component":"TextContent","id":"countdownText","text":"Today is Aug 18, 2026 • 58 days left to secure your seat. Add to calendar and get notified when Early Bird closes.","size":"small"},{"component":"Card","id":"agendaCard","children":["agendaHeading","agendaSub","agendaTable","agendaNote"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"agendaHeading","text":"Agenda — Day 1, Oct 15","level":"h3"},{"component":"TextContent","id":"agendaSub","text":"All times PT • Main Stage + Breakouts","size":"small"},{"component":"Table","id":"agendaTable","columns":["colTime","colSession","colTrack"]},{"component":"Col","id":"colTime","label":"Time","data":["09:00 AM","10:30 AM","11:45 AM","12:00 PM","01:00 PM","02:30 PM","04:00 PM","05:30 PM"],"type":"string"},{"component":"Col","id":"colSession","label":"Session","data":["Opening Keynote: Designing the Next Intelligence","Designing with Generative AI — Live Build","Break & Expo","Panel: Ethics at Scale","Lunch & Networking","Workshops (3 Tracks) — Hands-on","Startup Showcase — 8 Demos","Sunset Networking Mixer"],"type":"string"},{"component":"Col","id":"colTrack","label":"Stage / Host","data":["Main Stage — Maya Chen","Main Stage — James Okoro","Expo Hall","Main Stage — All Speakers","Terrace","Rooms A/B/C","Main Stage","Skyline Lounge"],"type":"string"},{"component":"TextContent","id":"agendaNote","text":"Day 2 (Oct 16) — Deep-dive workshops, hiring fair, and closing awards. Full schedule emailed after registration.","size":"small"},{"component":"Card","id":"speakersCard","children":["speakersHeading","speakersSub","speakersList"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"speakersHeading","text":"Speakers","level":"h3"},{"component":"TextContent","id":"speakersSub","text":"Curated voices — each in one line","size":"small"},{"component":"ListBlock","id":"speakersList","items":["speaker1","speaker2","speaker3","speaker4"],"variant":"number"},{"component":"ListItem","id":"speaker1","title":"Dr. Maya Chen","subtitle":"Stanford HCI Lab — Leading research on human-AI collaboration and creative co-pilots.","image":[]},{"component":"ListItem","id":"speaker2","title":"James Okoro","subtitle":"Founder, Canvas AI — Building design tools used by 10M+ creators worldwide.","image":[]},{"component":"ListItem","id":"speaker3","title":"Sofia Reyes","subtitle":"Product Lead, Figma AI — Shipped AI features to 4M teams in 12 months.","image":[]},{"component":"ListItem","id":"speaker4","title":"Arjun Patel","subtitle":"CTO, Verve — Scaling real-time inference for creative AI at 50ms latency.","image":[]},{"component":"Card","id":"ticketsCard","children":["ticketsHeading","ticketsSub","ticketsTable","ticketsCallout"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"ticketsHeading","text":"Ticket Tiers","level":"h3"},{"component":"TextContent","id":"ticketsSub","text":"Choose your access — all tickets include Day 1 + Day 2, lunch, and recordings.","size":"small"},{"component":"Table","id":"ticketsTable","columns":["colTier","colPrice","colPerks"]},{"component":"Col","id":"colTier","label":"Tier","data":["Early Bird","Standard","VIP"],"type":"string"},{"component":"Col","id":"colPrice","label":"Price","data":["$299","$449","$799"],"type":"string"},{"component":"Col","id":"colPerks","label":"Includes","data":["Full access until Sep 1 only","Full access","Full access + Workshops + VIP Dinner + Front-row"],"type":"string"},{"component":"Callout","id":"ticketsCallout","variant":"warning","title":"Early Bird ends Sep 1","description":"Save $150 — only 14 days left at $299. VIP is limited to 80 seats."},{"component":"Card","id":"registrationCard","children":["registrationHeading","registrationSub","registrationForm","registrationHint"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"registrationHeading","text":"Register for FutureFront 2026","level":"h3"},{"component":"TextContent","id":"registrationSub","text":"Secure your ticket — enter name and email to register. You'll get a confirmation and invoice instantly.","size":"small"},{"component":"Form","id":"registrationForm","name":"futurefront-registration","buttons":"formButtons","fields":["nameControl","emailControl","tierControl"]},{"component":"Buttons","id":"formButtons","buttons":["submitButton"],"direction":"row"},{"component":"Button","id":"submitButton","label":"Complete Registration — $299+","variant":"primary"},{"component":"FormControl","id":"nameControl","label":"Full Name","input":"nameInput","hint":"As it should appear on your badge"},{"component":"Input","id":"nameInput","name":"fullName","placeholder":"Alex Rivera","type":"text","rules":[]},{"component":"FormControl","id":"emailControl","label":"Email Address","input":"emailInput","hint":"Confirmation and ticket will be sent here"},{"component":"Input","id":"emailInput","name":"email","placeholder":"alex@company.com","type":"email","rules":[]},{"component":"FormControl","id":"tierControl","label":"Ticket Tier","input":"tierSelect"},{"component":"Select","id":"tierSelect","name":"tier","placeholder":"Select a tier","items":["tierEarly","tierStandard","tierVIP"]},{"component":"SelectItem","id":"tierEarly","value":"early","label":"Early Bird — $299"},{"component":"SelectItem","id":"tierStandard","value":"standard","label":"Standard — $449"},{"component":"SelectItem","id":"tierVIP","value":"vip","label":"VIP — $799"},{"component":"TextContent","id":"registrationHint","text":"By registering you agree to event terms. Need invoice or team discount? Contact hello@futurefront.io • 58 days until doors open!","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..ce89e5adf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-event__r4.txt
@@ -0,0 +1,14 @@
+Single-screen conference landing — all 6 requirements covered:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"conference-landing-2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"FutureStack"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"conference-landing-2026","components":[{"component":"Card","id":"root","children":["heroCard","countdownCard","agendaCard","speakersCard","ticketsCard","registerCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"heroCard","children":["heroHeading","heroSub","heroTags","heroDesc"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"countdownCard","children":["countdownAlert","countdownProgress","countdownText"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Card","id":"agendaCard","children":["agendaHeader","agendaTable"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"speakersCard","children":["speakersHeader","speakersListBlock"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"ticketsCard","children":["ticketsHeader","ticketsTable"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"registerCard","children":["registerHeader","registerForm"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"heroHeading","text":"FutureStack Summit 2026","level":"h1"},{"component":"TextContent","id":"heroSub","text":"**Where Builders, Designers & AI Leaders Ship the Future**","size":"large"},{"component":"TagBlock","id":"heroTags","tags":["📅 Oct 12–13, 2026","📍 Moscone Center, San Francisco, CA","🎤 40+ Speakers • 1,200 Attendees"]},{"component":"TextContent","id":"heroDesc","text":"Two immersive days of keynotes, hands-on workshops, and networking for the people building the next generation of software.","size":"small"},{"component":"Alert","id":"countdownAlert","title":"55 Days Remaining","description":"Until doors open — Monday, Oct 12, 2026 at 9:00 AM PT • Moscone Center","variant":"info"},{"component":"Progress","id":"countdownProgress","value":61,"label":"61% of early-bird window complete"},{"component":"TextContent","id":"countdownText","text":"⏳ **55 days to go** • Early-bird pricing ends in 12 days. Secure your spot today.","size":"small-heavy"},{"component":"CardHeader","id":"agendaHeader","title":"Agenda","subtitle":"Day 1 • Monday, Oct 12 — All times PT"},{"component":"Table","id":"agendaTable","columns":["colTime","colSession","colTrack"]},{"component":"CardHeader","id":"speakersHeader","title":"Speakers","subtitle":"One line on each — the minds behind the talks"},{"component":"ListBlock","id":"speakersListBlock","items":["speaker1","speaker2","speaker3","speaker4"],"variant":"number"},{"component":"CardHeader","id":"ticketsHeader","title":"Ticket Tiers","subtitle":"Choose your experience — all tickets include expo & recordings"},{"component":"Table","id":"ticketsTable","columns":["colTier","colPrice","colPerks"]},{"component":"CardHeader","id":"registerHeader","title":"Register Now","subtitle":"Save your seat in 30 seconds — confirmation sent to your email"},{"component":"Form","id":"registerForm","name":"registerForm","buttons":"registerButtons","fields":["nameControl","emailControl","ticketControl"]},{"component":"Col","id":"colTime","label":"Time","data":["09:00 AM","10:30 AM","12:00 PM","01:30 PM","03:00 PM","05:00 PM"],"type":"string"},{"component":"Col","id":"colSession","label":"Session","data":["Opening Keynote: The Next Decade of AI","Breakout: Building with Generative APIs","Lunch & Networking — Expo Open","Panel: Ethics & Scale at 100M Users","Workshops: Cloud-Native Futures (Hands-on)","Closing Keynote & Rooftop Mixer"],"type":"string"},{"component":"Col","id":"colTrack","label":"Track","data":["Main Stage","Dev Track","All","Main Stage","Workshop Labs","Main Stage"],"type":"string"},{"component":"ListItem","id":"speaker1","title":"Dr. Maya Chen","subtitle":"AI researcher pioneering multimodal models at Deepward — Keynote: Beyond Text"},{"component":"ListItem","id":"speaker2","title":"James Okoro","subtitle":"CTO of Nimbus, scaled infra to 100M users — Talk: Resilient Systems"},{"component":"ListItem","id":"speaker3","title":"Sofia Reyes","subtitle":"Product lead behind award-winning design systems — Workshop: Design at Scale"},{"component":"ListItem","id":"speaker4","title":"Kenji Tanaka","subtitle":"Founder of EdgeFlow, edge computing visionary — Panel: The Edge is Now"},{"component":"Col","id":"colTier","label":"Tier","data":["Explorer","Builder — Most Popular","Visionary VIP"],"type":"string"},{"component":"Col","id":"colPrice","label":"Price","data":["$299","$599","$1,199"],"type":"string"},{"component":"Col","id":"colPerks","label":"Includes","data":["Keynotes + Expo Hall","Everything in Explorer + Workshops & Lunch","Everything in Builder + Front-row, Lounge & 1:1 Mentoring"],"type":"string"},{"component":"Buttons","id":"registerButtons","buttons":["registerSubmitButton"],"direction":"row"},{"component":"Button","id":"registerSubmitButton","label":"Complete Registration →","variant":"primary","size":"large"},{"component":"FormControl","id":"nameControl","label":"Full Name","input":"nameInput","hint":"As it appears on your badge"},{"component":"FormControl","id":"emailControl","label":"Work Email","input":"emailInput","hint":"Confirmation & e-ticket will be sent here"},{"component":"FormControl","id":"ticketControl","label":"Ticket Tier","input":"ticketSelect"},{"component":"Input","id":"nameInput","name":"name","placeholder":"Alex Morgan","type":"text"},{"component":"Input","id":"emailInput","name":"email","placeholder":"alex@company.com","type":"email"},{"component":"Select","id":"ticketSelect","name":"tier","items":["ticketItem1","ticketItem2","ticketItem3"],"placeholder":"Select a tier"},{"component":"SelectItem","id":"ticketItem1","value":"explorer","label":"Explorer — $299"},{"component":"SelectItem","id":"ticketItem2","value":"builder","label":"Builder — $599 (Most Popular)"},{"component":"SelectItem","id":"ticketItem3","value":"vip","label":"Visionary VIP — $1,199"}]}}</a2ui-json>
+
+All 6 items on one screen:
+
+**1. Event name/date/venue** — Hero card: *FutureStack Summit 2026 • Oct 12–13, 2026 • Moscone Center, SF*
+**2. Agenda with times** — Table with times, sessions & tracks
+**3. Speakers** — Numbered list with one-line bios
+**4. Ticket tiers** — Table with 3 tiers & prices ($299 / $599 / $1,199)
+**5. Register** — Form with Name + Email + Tier selector
+**6. Days remaining** — Alert + Progress bar showing **55 days until Oct 12**
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..000e02fc3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,4 @@
+Your daily fitness summary is ready — steps, calories, weekly trend and quick logging in one place:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "fitness-daily-summary", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#10B981", "agentDisplayName": "FitTrack"}}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "fitness-daily-summary", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["header", "statsRow", "workoutsCard", "logCard", "followUpBlock"]}, {"id": "header", "component": "CardHeader", "title": "Daily Summary", "subtitle": "Tuesday, Aug 13 • Keep your streak going!"}, {"id": "statsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["stepsCard", "calsCard"]}, {"id": "stepsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["stepsHeading", "stepsProgress", "stepsText", "stepsBadgeRow"]}, {"id": "calsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["calsHeading", "calsValue", "calsBreakdown", "calsProgress", "calsTags"]}, {"id": "workoutsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["workoutsHeader", "workoutsSub", "workoutsChart", "workoutsTable"]}, {"id": "logCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["logHeader", "logForm"]}, {"id": "stepsHeading", "component": "Heading", "text": "Steps Today", "level": "h3"}, {"id": "stepsProgress", "component": "Progress", "value": 84.3, "label": "8,432 / 10,000 steps"}, {"id": "stepsText", "component": "TextContent", "text": "1,568 steps left to reach your daily goal. A 15-min walk will get you there!", "size": "small"}, {"id": "stepsBadgeRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "children": ["stepsBadge", "stepsTag"]}, {"id": "stepsBadge", "component": "Badge", "text": "84% Complete", "variant": "secondary"}, {"id": "stepsTag", "component": "Tag", "text": "🔥 3-day streak", "variant": "success", "size": "sm"}, {"id": "calsHeading", "component": "Heading", "text": "Calories Burned", "level": "h3"}, {"id": "calsValue", "component": "TextContent", "text": "# 1,847 kcal", "size": "large-heavy"}, {"id": "calsBreakdown", "component": "TextContent", "text": "Active: 1,432 kcal • Basal: 415 kcal • Goal: 2,000 kcal", "size": "small"}, {"id": "calsProgress", "component": "Progress", "value": 92, "label": "92% of daily burn target"}, {"id": "calsTags", "component": "TagBlock", "tags": ["Active", "Cardio + Strength"]}, {"id": "workoutsHeader", "component": "Heading", "text": "Workouts — Past 7 Days", "level": "h3"}, {"id": "workoutsSub", "component": "TextContent", "text": "5 workouts • 4h 20m total • Avg 52 min • Best day: Saturday (75 min)", "size": "small"}, {"id": "workoutsChart", "component": "BarChart", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["seriesDuration"], "variant": "grouped", "xLabel": "Day", "yLabel": "Minutes"}, {"id": "seriesDuration", "component": "Series", "category": "Workout Minutes", "values": [45, 0, 60, 35, 0, 75, 45]}, {"id": "workoutsTable", "component": "Table", "columns": ["colDay", "colWorkout", "colDuration", "colCals"]}, {"id": "colDay", "component": "Col", "label": "Day", "data": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "type": "string"}, {"id": "colWorkout", "component": "Col", "label": "Workout", "data": ["Running", "Rest", "Cycling", "Strength", "Rest", "HIIT", "Yoga"], "type": "string"}, {"id": "colDuration", "component": "Col", "label": "Duration", "data": ["45m", "—", "60m", "35m", "—", "75m", "45m"], "type": "string"}, {"id": "colCals", "component": "Col", "label": "kcal", "data": [420, 0, 510, 280, 0, 620, 195], "type": "number"}, {"id": "logHeader", "component": "CardHeader", "title": "Log a New Workout", "subtitle": "Add today's activity — it will update your weekly chart instantly"}, {"id": "logForm", "component": "Form", "name": "logWorkout", "buttons": "logButtons", "fields": ["fcType", "fcDuration", "fcDate", "fcNotes"]}, {"id": "fcType", "component": "FormControl", "label": "Workout Type", "input": "selectType"}, {"id": "fcDuration", "component": "FormControl", "label": "Duration (minutes)", "input": "sliderDuration", "hint": "Slide to set duration"}, {"id": "fcDate", "component": "FormControl", "label": "Date", "input": "datePicker"}, {"id": "fcNotes", "component": "FormControl", "label": "Notes (optional)", "input": "textNotes", "hint": "How did it feel?"}, {"id": "selectType", "component": "Select", "name": "workoutType", "placeholder": "Choose workout", "items": ["siRunning", "siCycling", "siStrength", "siYoga", "siHIIT", "siWalk"]}, {"id": "sliderDuration", "component": "Slider", "name": "duration", "variant": "discrete", "min": 5, "max": 180, "step": 5, "defaultValue": [45], "label": "Duration"}, {"id": "datePicker", "component": "DatePicker", "name": "workoutDate", "mode": "single"}, {"id": "textNotes", "component": "TextArea", "name": "notes", "placeholder": "e.g., Easy morning run, felt strong. HR avg 148.", "rows": 3}, {"id": "siRunning", "component": "SelectItem", "value": "running", "label": "Running"}, {"id": "siCycling", "component": "SelectItem", "value": "cycling", "label": "Cycling"}, {"id": "siStrength", "component": "SelectItem", "value": "strength", "label": "Strength Training"}, {"id": "siYoga", "component": "SelectItem", "value": "yoga", "label": "Yoga"}, {"id": "siHIIT", "component": "SelectItem", "value": "hiit", "label": "HIIT"}, {"id": "siWalk", "component": "SelectItem", "value": "walk", "label": "Walk"}, {"id": "logButtons", "component": "Buttons", "buttons": ["btnLog"], "direction": "row"}, {"id": "btnLog", "component": "Button", "label": "Log Workout", "variant": "primary"}, {"id": "followUpBlock", "component": "FollowUpBlock", "items": ["fu1", "fu2", "fu3"]}, {"id": "fu1", "component": "FollowUpItem", "text": "Show calorie breakdown by workout"}, {"id": "fu2", "component": "FollowUpItem", "text": "Set a new step goal"}, {"id": "fu3", "component": "FollowUpItem", "text": "Share weekly summary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..9fcbff439
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,5 @@
+Your fitness daily summary is ready — track steps, calories, weekly trend and log workouts in one place.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "fitness-summary", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#10B981", "agentDisplayName": "FitTrack"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "fitness-summary", "components": [{"id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "statsContainer", "weeklyCard", "logCard", "followUp"]}, {"id": "header", "component": "CardHeader", "title": "Daily Summary", "subtitle": "Tuesday, Aug 13 • Keep moving — you're almost there!"}, {"id": "statsContainer", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["stepsCard", "caloriesCard"]}, {"id": "stepsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["stepsHeader", "stepsProgress", "stepsText", "stepsMeta"]}, {"id": "stepsHeader", "component": "CardHeader", "title": "Steps Today", "subtitle": "Goal: 10,000 steps"}, {"id": "stepsProgress", "component": "Progress", "value": 78, "label": "78% of daily goal"}, {"id": "stepsText", "component": "TextContent", "text": "**7,842** / 10,000 steps", "size": "large-heavy"}, {"id": "stepsMeta", "component": "TagBlock", "tags": ["🔥 2,158 left to goal", "⚡ 78% complete", "🎯 On track"]}, {"id": "caloriesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["caloriesHeader", "caloriesValue", "caloriesSub", "caloriesTags"]}, {"id": "caloriesHeader", "component": "CardHeader", "title": "Calories Burned", "subtitle": "Active + basal • Today"}, {"id": "caloriesValue", "component": "TextContent", "text": "2,184 kcal", "size": "large-heavy"}, {"id": "caloriesSub", "component": "TextContent", "text": "428 kcal from workouts • 1,756 kcal basal", "size": "small"}, {"id": "caloriesTags", "component": "TagBlock", "tags": ["Active: 428 kcal", "Goal: 2,500 kcal", "+12% vs yesterday"]}, {"id": "weeklyCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["weeklyHeader", "weeklyChart", "weeklyFooter"]}, {"id": "weeklyHeader", "component": "CardHeader", "title": "Weekly Workouts", "subtitle": "Minutes per day • Last 7 days (Aug 7 - Aug 13)"}, {"id": "weeklyChart", "component": "BarChart", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["weeklySeries"], "variant": "grouped", "xLabel": "Day", "yLabel": "Minutes"}, {"id": "weeklySeries", "component": "Series", "category": "Workout Duration", "values": [45, 60, 0, 30, 50, 75, 40]}, {"id": "weeklyFooter", "component": "TextContent", "text": "5 workouts • 300 min total • Avg 43 min/day • Rest day: Wednesday", "size": "small"}, {"id": "logCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["logHeader", "logForm"]}, {"id": "logHeader", "component": "CardHeader", "title": "Log a New Workout", "subtitle": "Add today's session to keep your streak going"}, {"id": "logForm", "component": "Form", "name": "logWorkoutForm", "buttons": "logButtons", "fields": ["fcType", "fcDuration", "fcCalories", "fcNotes"]}, {"id": "logButtons", "component": "Buttons", "direction": "row", "buttons": ["btnLog", "btnCancel"]}, {"id": "btnLog", "component": "Button", "label": "Log Workout", "variant": "primary"}, {"id": "btnCancel", "component": "Button", "label": "Clear", "variant": "secondary"}, {"id": "fcType", "component": "FormControl", "label": "Workout Type", "input": "selectWorkoutType", "hint": "Choose the primary activity"}, {"id": "selectWorkoutType", "component": "Select", "name": "workoutType", "placeholder": "Select workout type", "items": ["siCardio", "siStrength", "siYoga", "siHIIT", "siRun"]}, {"id": "siCardio", "component": "SelectItem", "value": "cardio", "label": "Cardio"}, {"id": "siStrength", "component": "SelectItem", "value": "strength", "label": "Strength Training"}, {"id": "siYoga", "component": "SelectItem", "value": "yoga", "label": "Yoga / Mobility"}, {"id": "siHIIT", "component": "SelectItem", "value": "hiit", "label": "HIIT"}, {"id": "siRun", "component": "SelectItem", "value": "run", "label": "Running"}, {"id": "fcDuration", "component": "FormControl", "label": "Duration (minutes)", "input": "inputDuration", "hint": "e.g., 45"}, {"id": "inputDuration", "component": "Input", "name": "duration", "type": "number", "placeholder": "30"}, {"id": "fcCalories", "component": "FormControl", "label": "Calories (optional)", "input": "inputCalories", "hint": "Leave blank to auto-estimate"}, {"id": "inputCalories", "component": "Input", "name": "calories", "type": "number", "placeholder": "250"}, {"id": "fcNotes", "component": "FormControl", "label": "Notes", "input": "textAreaNotes"}, {"id": "textAreaNotes", "component": "TextArea", "name": "notes", "placeholder": "How did it feel? e.g., Easy run, felt strong...", "rows": 3}, {"id": "followUp", "component": "FollowUpBlock", "items": ["fu1", "fu2"]}, {"id": "fu1", "component": "FollowUpItem", "text": "Show my monthly progress"}, {"id": "fu2", "component": "FollowUpItem", "text": "Set a new step goal"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..816e1fd65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,5 @@
+Your fitness daily summary is ready — all 4 essentials in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#10B981","agentDisplayName":"FitTrack"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"component":"Card","id":"root","children":["header","statsRow","weeklyCard","logCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Daily Summary","subtitle":"Monday, Aug 18 • Keep moving!"},{"component":"Card","id":"statsRow","children":["stepCard","calorieCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"stepCard","children":["stepHeader","stepProgress","stepText","stepBadge"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"calorieCard","children":["calorieHeader","calorieValue","calorieSub","calorieTags"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"weeklyCard","children":["weeklyHeader","weeklyChart","weeklySummary"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"logCard","children":["logHeader","logForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"stepHeader","title":"Steps Today","subtitle":"Goal: 10,000 steps"},{"component":"Progress","id":"stepProgress","value":75.4,"label":"7,542 / 10,000 steps"},{"component":"TextContent","id":"stepText","text":"**75% of daily goal** • 2,458 steps to go. You're ahead of yesterday by 12%!","size":"small"},{"component":"Tag","id":"stepBadge","text":"🔥 On track","variant":"success","size":"sm"},{"component":"CardHeader","id":"calorieHeader","title":"Calories Burned","subtitle":"Today's total expenditure"},{"component":"Heading","id":"calorieValue","text":"1,842 kcal","level":"h1"},{"component":"TextContent","id":"calorieSub","text":"Active: 642 kcal • Basal: 1,200 kcal • From 1 workout + steps","size":"small"},{"component":"TagBlock","id":"calorieTags","tags":["Active","Basal","Total"]},{"component":"CardHeader","id":"weeklyHeader","title":"Workouts This Week","subtitle":"Past 7 days • 5 workouts • 300 min total"},{"component":"BarChart","id":"weeklyChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["seriesWorkouts"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},{"component":"Series","id":"seriesWorkouts","category":"Workout Minutes","values":[45,0,60,30,40,90,35]},{"component":"TextContent","id":"weeklySummary","text":"Best day: **Saturday (90 min)** • Streak: 3 days • Avg: 43 min/day","size":"small"},{"component":"CardHeader","id":"logHeader","title":"Log New Workout","subtitle":"Add today's activity in seconds"},{"component":"Form","id":"logForm","name":"logWorkout","buttons":"logButtons","fields":["workoutTypeControl","durationControl","caloriesControl"]},{"component":"FormControl","id":"workoutTypeControl","label":"Workout Type","input":"workoutTypeSelect","hint":"Choose your activity"},{"component":"FormControl","id":"durationControl","label":"Duration (minutes)","input":"durationInput"},{"component":"FormControl","id":"caloriesControl","label":"Calories (optional)","input":"caloriesInput","hint":"Leave blank to auto-estimate"},{"component":"Buttons","id":"logButtons","buttons":["logButton"],"direction":"row"},{"component":"Button","id":"logButton","label":"Log Workout","variant":"primary","size":"medium"},{"component":"Select","id":"workoutTypeSelect","name":"workoutType","items":["siRunning","siCycling","siStrength","siYoga","siHIIT"],"placeholder":"Select workout"},{"component":"Input","id":"durationInput","name":"duration","placeholder":"e.g. 30","type":"number"},{"component":"Input","id":"caloriesInput","name":"calories","placeholder":"e.g. 250","type":"number"},{"component":"SelectItem","id":"siRunning","value":"running","label":"🏃 Running"},{"component":"SelectItem","id":"siCycling","value":"cycling","label":"🚴 Cycling"},{"component":"SelectItem","id":"siStrength","value":"strength","label":"💪 Strength"},{"component":"SelectItem","id":"siYoga","value":"yoga","label":"🧘 Yoga"},{"component":"SelectItem","id":"siHIIT","value":"hiit","label":"⚡ HIIT"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..4297a4448
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,331 @@
+Your fitness daily summary is ready — tracking steps, calories, weekly trend, and quick logging in one view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-daily-summary",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-daily-summary",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "statsRow",
+          "workoutsCard",
+          "logCard",
+          "followUpBlock"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Daily Summary",
+        "subtitle": "Monday, Aug 18 • Keep moving — you're 78% to your goal!"
+      },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "stepCard",
+          "calorieCard"
+        ]
+      },
+      {
+        "id": "stepCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "stepHeading",
+          "stepProgress",
+          "stepText",
+          "stepBadge"
+        ]
+      },
+      {
+        "id": "calorieCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "calorieHeading",
+          "calorieValue",
+          "calorieText",
+          "calorieBadge"
+        ]
+      },
+      {
+        "id": "workoutsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "workoutsHeader",
+          "workoutsChart",
+          "workoutsSummary"
+        ]
+      },
+      {
+        "id": "logCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "logHeader",
+          "logForm"
+        ]
+      },
+      {
+        "id": "followUpBlock",
+        "component": "FollowUpBlock",
+        "items": [
+          "followItem1",
+          "followItem2",
+          "followItem3"
+        ]
+      },
+      {
+        "id": "stepHeading",
+        "component": "Heading",
+        "text": "Steps Today",
+        "level": "h3"
+      },
+      {
+        "id": "stepProgress",
+        "component": "Progress",
+        "value": 78,
+        "label": "7,842 / 10,000 steps"
+      },
+      {
+        "id": "stepText",
+        "component": "TextContent",
+        "text": "**7,842** steps • **2,158** to goal • 78% complete",
+        "size": "small"
+      },
+      {
+        "id": "stepBadge",
+        "component": "Badge",
+        "text": "🔥 2,158 steps left",
+        "variant": "secondary"
+      },
+      {
+        "id": "calorieHeading",
+        "component": "Heading",
+        "text": "Calories Burned",
+        "level": "h3"
+      },
+      {
+        "id": "calorieValue",
+        "component": "TextContent",
+        "text": "# 1,847 kcal",
+        "size": "large-heavy"
+      },
+      {
+        "id": "calorieText",
+        "component": "TextContent",
+        "text": "Active: 1,423 kcal • Resting: 424 kcal • Goal: 2,200 kcal",
+        "size": "small"
+      },
+      {
+        "id": "calorieBadge",
+        "component": "Badge",
+        "text": "84% of daily burn goal",
+        "variant": "default"
+      },
+      {
+        "id": "workoutsHeader",
+        "component": "CardHeader",
+        "title": "Workouts — Past 7 Days",
+        "subtitle": "Total: 5 workouts • 315 min • Avg 45 min/day"
+      },
+      {
+        "id": "workoutsChart",
+        "component": "BarChart",
+        "labels": [
+          "Mon",
+          "Tue",
+          "Wed",
+          "Thu",
+          "Fri",
+          "Sat",
+          "Sun"
+        ],
+        "series": [
+          "workoutsSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Day",
+        "yLabel": "Minutes"
+      },
+      {
+        "id": "workoutsSeries",
+        "component": "Series",
+        "category": "Workout Minutes",
+        "values": [
+          35,
+          50,
+          0,
+          45,
+          60,
+          30,
+          75
+        ]
+      },
+      {
+        "id": "workoutsSummary",
+        "component": "TextContent",
+        "text": "Best day: **Sun 75 min** • Rest day: Wed • Streak: 4 days. Tap bars to see details.",
+        "size": "small"
+      },
+      {
+        "id": "logHeader",
+        "component": "CardHeader",
+        "title": "Log a New Workout",
+        "subtitle": "Add today's effort to update your weekly trend"
+      },
+      {
+        "id": "logForm",
+        "component": "Form",
+        "name": "logWorkout",
+        "buttons": "logFormButtons",
+        "fields": [
+          "workoutTypeControl",
+          "durationControl",
+          "notesControl"
+        ]
+      },
+      {
+        "id": "logFormButtons",
+        "component": "Buttons",
+        "buttons": [
+          "logSubmitBtn"
+        ]
+      },
+      {
+        "id": "logSubmitBtn",
+        "component": "Button",
+        "label": "Log Workout",
+        "variant": "primary"
+      },
+      {
+        "id": "workoutTypeControl",
+        "component": "FormControl",
+        "label": "Workout Type",
+        "input": "workoutTypeSelect"
+      },
+      {
+        "id": "workoutTypeSelect",
+        "component": "Select",
+        "name": "workoutType",
+        "placeholder": "Choose workout",
+        "items": [
+          "selectItemRun",
+          "selectItemCycle",
+          "selectItemStrength",
+          "selectItemYoga",
+          "selectItemHIIT"
+        ]
+      },
+      {
+        "id": "selectItemRun",
+        "component": "SelectItem",
+        "value": "running",
+        "label": "Running"
+      },
+      {
+        "id": "selectItemCycle",
+        "component": "SelectItem",
+        "value": "cycling",
+        "label": "Cycling"
+      },
+      {
+        "id": "selectItemStrength",
+        "component": "SelectItem",
+        "value": "strength",
+        "label": "Strength Training"
+      },
+      {
+        "id": "selectItemYoga",
+        "component": "SelectItem",
+        "value": "yoga",
+        "label": "Yoga"
+      },
+      {
+        "id": "selectItemHIIT",
+        "component": "SelectItem",
+        "value": "hiit",
+        "label": "HIIT"
+      },
+      {
+        "id": "durationControl",
+        "component": "FormControl",
+        "label": "Duration",
+        "hint": "Slide to set minutes (5-120)",
+        "input": "durationSlider"
+      },
+      {
+        "id": "durationSlider",
+        "component": "Slider",
+        "name": "duration",
+        "variant": "discrete",
+        "min": 5,
+        "max": 120,
+        "step": 5,
+        "defaultValue": [
+          30
+        ],
+        "label": "Duration (min)"
+      },
+      {
+        "id": "notesControl",
+        "component": "FormControl",
+        "label": "Notes (optional)",
+        "input": "notesInput"
+      },
+      {
+        "id": "notesInput",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "How did it feel? e.g., Easy run, great energy",
+        "rows": 2
+      },
+      {
+        "id": "followItem1",
+        "component": "FollowUpItem",
+        "text": "View detailed weekly report"
+      },
+      {
+        "id": "followItem2",
+        "component": "FollowUpItem",
+        "text": "Adjust step & calorie goals"
+      },
+      {
+        "id": "followItem3",
+        "component": "FollowUpItem",
+        "text": "Share today's summary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..71f8bca9d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r1.txt
@@ -0,0 +1,372 @@
+A complete single-screen posting for the Senior Product Designer role — covering title, description, qualifications, salary, apply, and share:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "job-posting-design-role",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "job-posting-design-role",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "headerCard",
+          "descriptionCard",
+          "qualificationsCard",
+          "salaryCard",
+          "applyCard",
+          "shareCard",
+          "footerNote"
+        ]
+      },
+      {
+        "id": "headerCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "headerHeader",
+          "headerTags",
+          "headerMetaText"
+        ]
+      },
+      {
+        "id": "headerHeader",
+        "component": "CardHeader",
+        "title": "Senior Product Designer",
+        "subtitle": "Design — Product Experience Team  •  Remote (US)  •  Full-time"
+      },
+      {
+        "id": "headerTags",
+        "component": "TagBlock",
+        "tags": [
+          "Design Team",
+          "Senior Level",
+          "Remote",
+          "Product Design"
+        ]
+      },
+      {
+        "id": "headerMetaText",
+        "component": "TextContent",
+        "text": "Requisition ID: PD-2024-042 • Posted 3 days ago • Applications close May 15",
+        "size": "small"
+      },
+      {
+        "id": "descriptionCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "descHeading",
+          "descMarkdown",
+          "descSeparator",
+          "descDetails"
+        ]
+      },
+      {
+        "id": "descHeading",
+        "component": "Heading",
+        "text": "About the role",
+        "level": "h2"
+      },
+      {
+        "id": "descMarkdown",
+        "component": "MarkDownRenderer",
+        "variant": "clear",
+        "textMarkdown": "We're looking for a **Senior Product Designer** to shape the future of our core product experience. You'll partner with Product, Engineering, and Research to own end-to-end design — from discovery and prototyping to polished UI and design systems.\n\nYou'll be the voice of the customer in the room, leading design critiques, mentoring junior designers, and helping define how millions of users interact with our platform every day. Ideal for someone who loves systems thinking *and* craft."
+      },
+      {
+        "id": "descSeparator",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "descDetails",
+        "component": "TextContent",
+        "text": "Team size: 12 designers • Reports to: Director of Product Design • Location: Remote or NYC / SF hubs • Start date: ASAP",
+        "size": "small"
+      },
+      {
+        "id": "qualificationsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "qualHeading",
+          "qualList"
+        ]
+      },
+      {
+        "id": "qualHeading",
+        "component": "Heading",
+        "text": "What we're looking for",
+        "level": "h3"
+      },
+      {
+        "id": "qualList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "qual1",
+          "qual2",
+          "qual3",
+          "qual4",
+          "qual5",
+          "qual6"
+        ]
+      },
+      {
+        "id": "qual1",
+        "component": "ListItem",
+        "title": "5+ years in Product Design",
+        "subtitle": "Experience shipping web and mobile products, with a strong portfolio showing end-to-end process"
+      },
+      {
+        "id": "qual2",
+        "component": "ListItem",
+        "title": "Systems & UI craft",
+        "subtitle": "Expert in Figma, design systems, prototyping (FigProto / Principle / Framer) and accessibility (WCAG)"
+      },
+      {
+        "id": "qual3",
+        "component": "ListItem",
+        "title": "Research-driven",
+        "subtitle": "Comfortable running interviews, usability tests, and translating insights into clear design decisions"
+      },
+      {
+        "id": "qual4",
+        "component": "ListItem",
+        "title": "Collaborative partner",
+        "subtitle": "Proven ability to work closely with PMs and engineers, give/receive critique, and mentor others"
+      },
+      {
+        "id": "qual5",
+        "component": "ListItem",
+        "title": "Bonus: Motion & brand",
+        "subtitle": "Experience with motion design, illustration, or brand systems is a big plus"
+      },
+      {
+        "id": "qual6",
+        "component": "ListItem",
+        "title": "Portfolio required",
+        "subtitle": "Please include 2-3 case studies showing problem, process, and impact"
+      },
+      {
+        "id": "salaryCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "salaryHeading",
+          "salaryRangeText",
+          "salaryTagBlock",
+          "salaryCallout"
+        ]
+      },
+      {
+        "id": "salaryHeading",
+        "component": "Heading",
+        "text": "Salary & Compensation",
+        "level": "h3"
+      },
+      {
+        "id": "salaryRangeText",
+        "component": "TextContent",
+        "text": "$115,000 — $145,000 USD per year",
+        "size": "large-heavy"
+      },
+      {
+        "id": "salaryTagBlock",
+        "component": "TagBlock",
+        "tags": [
+          "Base: $115k - $145k",
+          "Equity: 0.05% - 0.12%",
+          "Level: L5 Senior"
+        ]
+      },
+      {
+        "id": "salaryCallout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Transparent pay + full benefits",
+        "description": "Plus annual bonus, equity refresh, 401(k) match, unlimited PTO, and $2,000 learning stipend. Range depends on location and experience."
+      },
+      {
+        "id": "applyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "applyHeading",
+          "applySubText",
+          "applyForm"
+        ]
+      },
+      {
+        "id": "applyHeading",
+        "component": "Heading",
+        "text": "Apply for this role",
+        "level": "h3"
+      },
+      {
+        "id": "applySubText",
+        "component": "TextContent",
+        "text": "Fill in your details and add a link to your resume / portfolio. We reply within 5 business days.",
+        "size": "small"
+      },
+      {
+        "id": "applyForm",
+        "component": "Form",
+        "name": "design-role-application",
+        "buttons": "applyFormButtons",
+        "fields": [
+          "fcName",
+          "fcEmail",
+          "fcResume"
+        ]
+      },
+      {
+        "id": "fcName",
+        "component": "FormControl",
+        "label": "Full Name",
+        "hint": "As it appears on your resume",
+        "input": "inputName"
+      },
+      {
+        "id": "inputName",
+        "component": "Input",
+        "name": "applicantName",
+        "placeholder": "Alex Morgan",
+        "type": "text"
+      },
+      {
+        "id": "fcEmail",
+        "component": "FormControl",
+        "label": "Work Email",
+        "hint": "We'll send confirmation here",
+        "input": "inputEmail"
+      },
+      {
+        "id": "inputEmail",
+        "component": "Input",
+        "name": "applicantEmail",
+        "placeholder": "alex@email.com",
+        "type": "email"
+      },
+      {
+        "id": "fcResume",
+        "component": "FormControl",
+        "label": "Resume / Portfolio Link",
+        "hint": "Google Drive, Dropbox, Notion, or personal site (must be public)",
+        "input": "inputResume"
+      },
+      {
+        "id": "inputResume",
+        "component": "Input",
+        "name": "resumeLink",
+        "placeholder": "https://drive.google.com/... or https://yourportfolio.com",
+        "type": "url"
+      },
+      {
+        "id": "applyFormButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btnSubmit",
+          "btnSaveDraft"
+        ]
+      },
+      {
+        "id": "btnSubmit",
+        "component": "Button",
+        "label": "Submit Application",
+        "variant": "primary"
+      },
+      {
+        "id": "btnSaveDraft",
+        "component": "Button",
+        "label": "Save Draft",
+        "variant": "secondary"
+      },
+      {
+        "id": "shareCard",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "shareHeading",
+          "shareSubText",
+          "shareButtons"
+        ]
+      },
+      {
+        "id": "shareHeading",
+        "component": "Heading",
+        "text": "Share this posting",
+        "level": "h4"
+      },
+      {
+        "id": "shareSubText",
+        "component": "TextContent",
+        "text": "Know someone who'd be a great fit? Share with your network.",
+        "size": "small"
+      },
+      {
+        "id": "shareButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "btnCopy",
+          "btnLinkedIn",
+          "btnEmailShare"
+        ]
+      },
+      {
+        "id": "btnCopy",
+        "component": "Button",
+        "label": "Copy Link",
+        "variant": "secondary"
+      },
+      {
+        "id": "btnLinkedIn",
+        "component": "Button",
+        "label": "Share on LinkedIn",
+        "variant": "secondary"
+      },
+      {
+        "id": "btnEmailShare",
+        "component": "Button",
+        "label": "Email a Friend",
+        "variant": "tertiary"
+      },
+      {
+        "id": "footerNote",
+        "component": "TextContent",
+        "text": "We are an equal opportunity employer. All qualified applicants considered regardless of background. Questions? jobs@company.com",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..a38c90170
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r2.txt
@@ -0,0 +1,5 @@
+A Senior Product Designer posting — single-screen layout with role details, qualifications, compensation, application and sharing.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "design-role-posting", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F172A", "agentDisplayName": "Design Careers"}}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "design-role-posting", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["headerCard", "descCard", "qualCard", "salaryCard", "applyForm", "shareCard"]}, {"id": "headerCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["headingTitle", "badgeRow", "textMeta", "separator1", "headerActions"]}, {"id": "headingTitle", "component": "Heading", "text": "Senior Product Designer", "level": "h1"}, {"id": "badgeRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "align": "center", "children": ["badgeTeam", "badgeLevel", "badgeType"]}, {"id": "badgeTeam", "component": "Badge", "text": "Design Systems Team", "variant": "default"}, {"id": "badgeLevel", "component": "Badge", "text": "Senior Level", "variant": "secondary"}, {"id": "badgeType", "component": "Badge", "text": "Full-time • Remote / NYC", "variant": "outline"}, {"id": "textMeta", "component": "TextContent", "text": "Posted 2 days ago • 320 applicants • Reports to Head of Product Design", "size": "small"}, {"id": "separator1", "component": "Separator", "orientation": "horizontal"}, {"id": "headerActions", "component": "TextContent", "text": "Help shape the future of our design system used by 4M+ users worldwide. You'll lead end-to-end product design for our core platform.", "size": "default"}, {"id": "descCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["descHeader", "descText"]}, {"id": "descHeader", "component": "CardHeader", "title": "About the Role", "subtitle": "Short description"}, {"id": "descText", "component": "MarkDownRenderer", "variant": "clear", "textMarkdown": "We're looking for a **Senior Product Designer** to join our **Design Systems team** and elevate how millions experience our product.\n\nYou'll own the design of key platform features from discovery to delivery — partnering closely with Product, Engineering, and Research. This is a high-impact IC role for a systems thinker who loves crafting intuitive, accessible, and beautiful interfaces at scale.\n\n**What you'll do:**\n- Lead design for 2-3 core product pillars\n- Contribute to and evolve our design system (Figma + React)\n- Facilitate workshops, journey mapping, and design critiques"}, {"id": "qualCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["qualHeader", "qualList"]}, {"id": "qualHeader", "component": "CardHeader", "title": "What We're Looking For", "subtitle": "Main qualifications"}, {"id": "qualList", "component": "ListBlock", "variant": "number", "items": ["qualItem1", "qualItem2", "qualItem3", "qualItem4", "qualItem5"]}, {"id": "qualItem1", "component": "ListItem", "title": "5+ years in Product Design", "subtitle": "Experience shipping 0→1 and iterating on large-scale web/mobile products"}, {"id": "qualItem2", "component": "ListItem", "title": "Strong portfolio in systems design", "subtitle": "Demonstrated work with design systems, component libraries, and Figma auto-layout/variables"}, {"id": "qualItem3", "component": "ListItem", "title": "Expert in user-centered process", "subtitle": "Comfortable with research, prototyping, usability testing, and data-informed decisions"}, {"id": "qualItem4", "component": "ListItem", "title": "Collaborative & communicative", "subtitle": "Excellent storytelling, able to align cross-functional partners and mentor junior designers"}, {"id": "qualItem5", "component": "ListItem", "title": "Bonus: Front-end fluency", "subtitle": "Familiarity with HTML/CSS, React, accessibility (WCAG) and motion design principles"}, {"id": "salaryCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["salaryHeader", "salaryRangeText", "salaryDetails", "salaryTags"]}, {"id": "salaryHeader", "component": "CardHeader", "title": "Salary & Benefits", "subtitle": "Compensation range"}, {"id": "salaryRangeText", "component": "Heading", "text": "$118,000 — $158,000 USD / year", "level": "h2"}, {"id": "salaryDetails", "component": "TextContent", "text": "Base salary varies by location and experience. Plus equity, annual bonus, 100% health coverage, 4 weeks PTO, and $2,000 learning budget.", "size": "small"}, {"id": "salaryTags", "component": "TagBlock", "tags": ["Equity included", "Bonus eligible", "Remote-friendly", "Level: IC5"]}, {"id": "applyForm", "component": "Form", "name": "applyForm", "fields": ["fieldNameControl", "fieldEmailControl", "fieldResumeControl"], "buttons": "applyButtons"}, {"id": "fieldNameControl", "component": "FormControl", "label": "Full Name", "hint": "As it appears on your resume", "input": "inputName"}, {"id": "inputName", "component": "Input", "name": "applicantName", "placeholder": "Alex Morgan", "type": "text", "rules": [{"required": true, "message": "Name is required"}]}, {"id": "fieldEmailControl", "component": "FormControl", "label": "Work Email", "hint": "We'll send confirmation here", "input": "inputEmail"}, {"id": "inputEmail", "component": "Input", "name": "applicantEmail", "placeholder": "alex@email.com", "type": "email", "rules": [{"required": true, "message": "Valid email required"}]}, {"id": "fieldResumeControl", "component": "FormControl", "label": "Resume / Portfolio Link", "hint": "Share a URL to your resume, portfolio, or LinkedIn (Google Drive, Dropbox, Notion, etc.)", "input": "inputResume"}, {"id": "inputResume", "component": "Input", "name": "resumeLink", "placeholder": "https://myportfolio.com or https://drive.google.com/...", "type": "url", "rules": [{"required": true, "message": "Resume link is required"}]}, {"id": "applyButtons", "component": "Buttons", "direction": "row", "buttons": ["btnSubmit", "btnClear"]}, {"id": "btnSubmit", "component": "Button", "label": "Submit Application", "variant": "primary"}, {"id": "btnClear", "component": "Button", "label": "Save for Later", "variant": "secondary"}, {"id": "shareCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["shareHeader", "shareText", "shareButtons"]}, {"id": "shareHeader", "component": "CardHeader", "title": "Share this posting", "subtitle": "Know someone perfect for this role?"}, {"id": "shareText", "component": "TextContent", "text": "Copy the link or share directly to help spread the word.", "size": "small"}, {"id": "shareButtons", "component": "Buttons", "direction": "row", "buttons": ["btnCopyLink", "btnEmailShare", "btnLinkedIn"]}, {"id": "btnCopyLink", "component": "Button", "label": "Copy Link", "variant": "secondary"}, {"id": "btnEmailShare", "component": "Button", "label": "Share via Email", "variant": "secondary"}, {"id": "btnLinkedIn", "component": "Button", "label": "Share on LinkedIn", "variant": "primary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..cf9bac55c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r3.txt
@@ -0,0 +1,4 @@
+Here's a single-screen posting for the Senior Product Designer role — covering title, team, description, qualifications, salary, apply, and share:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"design-role-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D28D9","agentDisplayName":"Design Careers"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"design-role-posting","components":[{"component":"Card","id":"root","children":["headerCard","mainLayout","footerNote"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerHeader","headerTags","headerMeta","quickActions"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"headerHeader","title":"Senior Product Designer","subtitle":"Design Team — Platform Experience"},{"component":"TagBlock","id":"headerTags","tags":["Remote (US) · SF HQ","Full-time","Senior Level","Design Systems"]},{"component":"TextContent","id":"headerMeta","text":"📍 San Francisco or Remote • 🕒 Posted 2 days ago • 👥 Reports to Design Director, Platform • ✨ 12 designers on team","size":"small"},{"component":"Buttons","id":"quickActions","buttons":["btnCopyTop","btnLinkedInTop","btnEmailTop"],"direction":"row"},{"component":"Button","id":"btnCopyTop","label":"Copy Link","variant":"secondary","size":"small"},{"component":"Button","id":"btnLinkedInTop","label":"Share on LinkedIn","variant":"secondary","size":"small"},{"component":"Button","id":"btnEmailTop","label":"Email Posting","variant":"tertiary","size":"small"},{"component":"Card","id":"mainLayout","children":["leftColumn","rightColumn"],"direction":"row","gap":"l","variant":"clear","wrap":true},{"component":"Card","id":"leftColumn","children":["headingAbout","descriptionText","separator1","headingQualifications","qualificationsList","separator2","headingSalary","salaryCard"],"direction":"column","gap":"m","variant":"clear","weight":2},{"component":"Heading","id":"headingAbout","text":"About the role","level":"h3"},{"component":"TextContent","id":"descriptionText","text":"Join our Platform Experience team to craft intuitive, human-centered products used by millions. As a Senior Product Designer, you'll own end-to-end design — from discovery and journey mapping to high-fidelity prototypes and launch. You'll partner daily with Product, Engineering, and Research to shape the next generation of collaborative tools.","size":"default"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Heading","id":"headingQualifications","text":"What we're looking for","level":"h3"},{"component":"ListBlock","id":"qualificationsList","items":["qual1","qual2","qual3","qual4","qual5","qual6"],"variant":"number"},{"component":"ListItem","id":"qual1","title":"5+ years in Product Design","subtitle":"Strong portfolio showcasing shipped web products and systems thinking"},{"component":"ListItem","id":"qual2","title":"Expert in Figma & prototyping","subtitle":"Advanced auto-layout, components, variables, and interactive prototyping"},{"component":"ListItem","id":"qual3","title":"Design systems at scale","subtitle":"Built or contributed to a design system used across multiple products/teams"},{"component":"ListItem","id":"qual4","title":"User research & strategy","subtitle":"Lead discovery, synthesize insights, and translate them into clear design decisions"},{"component":"ListItem","id":"qual5","title":"Collaborative partner","subtitle":"Proven track record working tightly with PMs and engineers from idea to launch"},{"component":"ListItem","id":"qual6","title":"Accessibility & craft","subtitle":"Deep understanding of WCAG, responsive design, and attention to visual detail"},{"component":"Separator","id":"separator2","orientation":"horizontal","decorative":true},{"component":"Heading","id":"headingSalary","text":"Salary & benefits","level":"h3"},{"component":"Card","id":"salaryCard","children":["salaryRangeText","salaryDetail","salaryTags"],"direction":"column","gap":"xs","variant":"sunk"},{"component":"TextContent","id":"salaryRangeText","text":"$128,000 — $168,000 USD / year","size":"large-heavy"},{"component":"TextContent","id":"salaryDetail","text":"+ 0.08% — 0.15% equity · Comprehensive health, dental, vision · 4-day Focus Weeks · $2k learning budget","size":"small"},{"component":"TagBlock","id":"salaryTags","tags":["Base + Equity","Level: L5","US National Band"]},{"component":"Card","id":"rightColumn","children":["applyHeader","applyForm","shareCard"],"direction":"column","gap":"m","variant":"card","weight":1},{"component":"CardHeader","id":"applyHeader","title":"Apply for this role","subtitle":"Responds within 48 hours · No cover letter required"},{"component":"Form","id":"applyForm","name":"applyForm","buttons":"applyButtons","fields":["fcName","fcEmail","fcResume"]},{"component":"FormControl","id":"fcName","label":"Full name","input":"inputName"},{"component":"FormControl","id":"fcEmail","label":"Work email","input":"inputEmail"},{"component":"FormControl","id":"fcResume","label":"Resume / Portfolio link","hint":"Link to PDF, Notion, Figma, or personal site","input":"inputResume"},{"component":"Input","id":"inputName","name":"name","placeholder":"Alex Morgan","type":"text"},{"component":"Input","id":"inputEmail","name":"email","placeholder":"alex@email.com","type":"email"},{"component":"Input","id":"inputResume","name":"resumeLink","placeholder":"https://your-portfolio.com or drive link","type":"url"},{"component":"Buttons","id":"applyButtons","buttons":["submitBtn"],"direction":"column"},{"component":"Button","id":"submitBtn","label":"Submit application","variant":"primary","size":"large"},{"component":"Card","id":"shareCard","children":["shareCardHeader","shareButtons","shareHint"],"direction":"column","gap":"s","variant":"sunk"},{"component":"CardHeader","id":"shareCardHeader","title":"Share this posting","subtitle":"Help us find the right designer"},{"component":"Buttons","id":"shareButtons","buttons":["btnCopyLink","btnLinkedIn","btnTwitter"],"direction":"row"},{"component":"Button","id":"btnCopyLink","label":"Copy Link","variant":"secondary","size":"small"},{"component":"Button","id":"btnLinkedIn","label":"LinkedIn","variant":"secondary","size":"small"},{"component":"Button","id":"btnTwitter","label":"X / Twitter","variant":"tertiary","size":"small"},{"component":"TextContent","id":"shareHint","text":"Or share via: careers.company.com/roles/senior-product-designer-platform","size":"small"},{"component":"TextContent","id":"footerNote","text":"We are an equal opportunity employer. Accommodations available on request. Questions? Email design-hiring@company.com","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..3801dcc30
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-job__r4.txt
@@ -0,0 +1,14 @@
+Here's a complete single-screen posting for the Design role — covering title, description, qualifications, salary, apply form and sharing:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"job-posting-design-role","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0A66FF","agentDisplayName":"Careers"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"job-posting-design-role","components":[{"id":"root","component":"Card","direction":"column","gap":"l","children":["headerSection","descSection","qualSection","salarySection","applySection","shareSection","footerText"]},{"id":"headerSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["roleHeader","metaRow","separator1"]},{"id":"roleHeader","component":"CardHeader","title":"Senior Product Designer","subtitle":"Design Team — Experience & Systems"},{"id":"metaRow","component":"Card","variant":"clear","direction":"row","gap":"s","wrap":true,"children":["badgeLocation","badgeType","badgeLevel"]},{"id":"badgeLocation","component":"Badge","text":"Remote • San Francisco, CA","variant":"secondary"},{"id":"badgeType","component":"Badge","text":"Full-time","variant":"outline"},{"id":"badgeLevel","component":"Badge","text":"Senior Level","variant":"default"},{"id":"separator1","component":"Separator","orientation":"horizontal"},{"id":"descSection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["descHeading","descText"]},{"id":"descHeading","component":"Heading","text":"About the role","level":"h2"},{"id":"descText","component":"MarkDownRenderer","variant":"clear","textMarkdown":"We're looking for a **Senior Product Designer** to shape the future of our core product experience. You'll own end-to-end design for key journeys — from discovery and prototyping to polished UI and design systems.\n\nYou'll partner closely with Product, Engineering, and Research to turn complex problems into intuitive, beautiful, and accessible experiences used by millions. This is a high-impact role for a systems-thinker who loves craft *and* strategy."},{"id":"qualSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["qualHeading","qualList"]},{"id":"qualHeading","component":"Heading","text":"What we're looking for","level":"h3"},{"id":"qualList","component":"ListBlock","variant":"number","items":["qualItem1","qualItem2","qualItem3","qualItem4","qualItem5"]},{"id":"qualItem1","component":"ListItem","title":"5+ years in Product Design with a strong portfolio of shipped web/mobile products","subtitle":"Experience owning end-to-end flows, not just visuals"},{"id":"qualItem2","component":"ListItem","title":"Expert in Figma, prototyping, and design systems","subtitle":"You can build, document, and scale components with engineers"},{"id":"qualItem3","component":"ListItem","title":"Strong UX strategy & research mindset","subtitle":"Comfortable with discovery, journey mapping, and data-informed decisions"},{"id":"qualItem4","component":"ListItem","title":"Excellent collaboration & communication","subtitle":"Experience partnering with PM and Engineering in agile teams"},{"id":"qualItem5","component":"ListItem","title":"Bonus: Motion, accessibility (WCAG), or front-end familiarity (HTML/CSS)","subtitle":"Not required, but a big plus"},{"id":"salarySection","component":"Card","variant":"card","direction":"column","gap":"s","children":["salaryCallout","salaryDetails"]},{"id":"salaryCallout","component":"Callout","variant":"success","title":"Salary Range: $128,000 — $168,000 USD / year","description":"Plus equity (0.05% — 0.12%), annual bonus, and comprehensive benefits. Range based on location and experience."},{"id":"salaryDetails","component":"TextContent","text":"Benefits include medical/dental/vision, 401(k), 4 weeks PTO + winter break, $1,500 learning stipend, and flexible remote culture.","size":"small"},{"id":"applySection","component":"Card","variant":"card","direction":"column","gap":"m","children":["applyHeading","applySubtext","applyForm"]},{"id":"applyHeading","component":"Heading","text":"Apply for this role","level":"h3"},{"id":"applySubtext","component":"TextContent","text":"Fill in your details below. All fields are required. We'll respond within 5 business days.","size":"small"},{"id":"applyForm","component":"Form","name":"applyForm","buttons":"formButtons","fields":["fcName","fcEmail","fcResume"]},{"id":"fcName","component":"FormControl","label":"Full name","input":"inputName"},{"id":"inputName","component":"Input","name":"applicantName","placeholder":"e.g., Alex Morgan","type":"text"},{"id":"fcEmail","component":"FormControl","label":"Email address","hint":"Use your preferred contact email","input":"inputEmail"},{"id":"inputEmail","component":"Input","name":"applicantEmail","placeholder":"alex@example.com","type":"email"},{"id":"fcResume","component":"FormControl","label":"Resume link","hint":"Link to portfolio, LinkedIn, or PDF (Google Drive, Dropbox, Notion)","input":"inputResume"},{"id":"inputResume","component":"Input","name":"resumeLink","placeholder":"https://...","type":"url"},{"id":"formButtons","component":"Buttons","buttons":["btnSubmit"],"direction":"row"},{"id":"btnSubmit","component":"Button","label":"Submit application","variant":"primary","size":"large"},{"id":"shareSection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["shareHeading","shareButtons"]},{"id":"shareHeading","component":"Heading","text":"Share this posting","level":"h4"},{"id":"shareButtons","component":"Buttons","buttons":["btnCopy","btnEmail","btnLinkedIn"],"direction":"row"},{"id":"btnCopy","component":"Button","label":"Copy link","variant":"secondary"},{"id":"btnEmail","component":"Button","label":"Share via Email","variant":"secondary"},{"id":"btnLinkedIn","component":"Button","label":"Share on LinkedIn","variant":"secondary"},{"id":"footerText","component":"TextContent","text":"Design Team • Hiring Manager: Priya Chen • Posting ID: DSN-2024-018 • Equal opportunity employer","size":"small"}]}}</a2ui-json>
+
+All 6 requirements are covered on one screen:
+
+**1. Role title & team** — header shows "Senior Product Designer" + "Design Team — Experience & Systems"  
+**2. Description** — "About the role" section with short overview  
+**3. Qualifications** — numbered list of 5 main qualifications  
+**4. Salary range** — green callout with $128k–$168k + equity & benefits  
+**5. Apply** — form with name, email, and resume link + Submit button  
+**6. Share** — row with Copy link, Share via Email, and Share on LinkedIn
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..06610b60b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r1.txt
@@ -0,0 +1,13 @@
+Your founder sales check is ready — all 5 items on one screen:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "founder-sales-check", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "founder-sales-check", "components": [{"id": "root", "component": "Card", "children": ["header", "revenueCard", "chartCard", "productsCard", "conversionCard", "downloadCard"], "direction": "column", "gap": "l", "variant": "clear"}, {"id": "header", "component": "CardHeader", "title": "Monthly Sales Check", "subtitle": "August 2026 · Founder Overview · All numbers updated daily at 6am"}, {"id": "revenueCard", "component": "Card", "children": ["revenueLabel", "revenueValue", "revenueSub", "revenueTags"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "revenueLabel", "component": "TextContent", "text": "1 · REVENUE THIS MONTH", "size": "small"}, {"id": "revenueValue", "component": "Heading", "text": "$84,250", "level": "h1"}, {"id": "revenueSub", "component": "TextContent", "text": "↑ +$3,050 vs July (+3.7%) · 6-month high · Best month yet", "size": "small"}, {"id": "revenueTags", "component": "TagBlock", "tags": ["August 2026", "MTD", "+22.1% vs 6 months ago"]}, {"id": "chartCard", "component": "Card", "children": ["chartHeader", "revenueLineChart"], "variant": "card", "direction": "column", "gap": "m"}, {"id": "chartHeader", "component": "CardHeader", "title": "2 · Revenue Movement — Last 6 Months", "subtitle": "Steady growth from $61.2k to $84.3k"}, {"id": "revenueLineChart", "component": "LineChart", "labels": ["Mar", "Apr", "May", "Jun", "Jul", "Aug"], "series": ["seriesRevenue"], "variant": "natural", "xLabel": "Month", "yLabel": "Revenue ($)"}, {"id": "seriesRevenue", "component": "Series", "category": "Revenue", "values": [61200, 68500, 72300, 79800, 81200, 84250]}, {"id": "productsCard", "component": "Card", "children": ["productsHeader", "productsTable", "productsBarChart"], "variant": "card", "direction": "column", "gap": "m"}, {"id": "productsHeader", "component": "CardHeader", "title": "3 · Three Best-Selling Products", "subtitle": "Ranked by units sold this month"}, {"id": "productsTable", "component": "Table", "columns": ["colProduct", "colUnits"]}, {"id": "colProduct", "component": "Col", "label": "Product", "data": ["1. Pro Plan", "2. Starter Kit", "3. Team Add-on"], "type": "string"}, {"id": "colUnits", "component": "Col", "label": "Units Sold", "data": [1240, 980, 765], "type": "number"}, {"id": "productsBarChart", "component": "HorizontalBarChart", "labels": ["Pro Plan", "Starter Kit", "Team Add-on"], "series": ["seriesUnits"], "variant": "grouped", "xLabel": "Units Sold", "yLabel": "Product"}, {"id": "seriesUnits", "component": "Series", "category": "Units Sold", "values": [1240, 980, 765]}, {"id": "conversionCard", "component": "Card", "children": ["conversionHeader", "conversionProgress", "conversionDetail"], "variant": "card", "direction": "column", "gap": "m"}, {"id": "conversionHeader", "component": "CardHeader", "title": "4 · Conversion Percentage", "subtitle": "Visitors → Paying customers"}, {"id": "conversionProgress", "component": "Progress", "value": 3.8, "label": "3.8% conversion rate"}, {"id": "conversionDetail", "component": "TextContent", "text": "38 orders per 1,000 visitors · Target: 5.0% · +0.4pp vs July (3.4%). 2,215 total orders from 58,289 visitors this month.", "size": "small"}, {"id": "downloadCard", "component": "Card", "children": ["downloadHeader", "downloadButtons"], "variant": "sunk", "direction": "column", "gap": "m"}, {"id": "downloadHeader", "component": "TextContent", "text": "5 · Download the numbers — Export full August report with revenue, product breakdown, and conversion data", "size": "default"}, {"id": "downloadButtons", "component": "Buttons", "buttons": ["downloadButtonPrimary", "downloadButtonSecondary"], "direction": "row"}, {"id": "downloadButtonPrimary", "component": "Button", "label": "Download CSV", "variant": "primary"}, {"id": "downloadButtonSecondary", "component": "Button", "label": "Download PDF Report", "variant": "secondary"}]}}</a2ui-json>
+
+**What's on screen:**
+
+1.  **Revenue this month:** $84,250 hero card at top with vs-July (+3.7%) and 6-month context
+2.  **6-month trend:** Natural LineChart (Mar $61.2k → Aug $84.3k) showing continuous growth
+3.  **Top 3 products:** Table + Horizontal Bar Chart — Pro Plan (1,240 units), Starter Kit (980), Team Add-on (765)
+4.  **Conversion:** 3.8% Progress bar with detail (38/1,000 visitors, vs 5% target)
+5.  **Download:** CSV + PDF buttons in the bottom sunk card
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..f6055875b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r2.txt
@@ -0,0 +1,13 @@
+Your founder monthly sales check is ready — all 5 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"founder-sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Sales Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"founder-sales-check","components":[{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","statsRow","chartCard","productsCard","downloadCard"]},{"id":"header","component":"CardHeader","title":"Monthly Sales Check — August 2026","subtitle":"Founder overview • All numbers updated as of Aug 18, 2026"},{"id":"statsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revenueCard","conversionCard"]},{"id":"revenueCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenueTitle","revenueValue","revenueDelta"]},{"id":"revenueTitle","component":"TextContent","text":"REVENUE THIS MONTH","size":"small"},{"id":"revenueValue","component":"Heading","text":"$48,240","level":"h1"},{"id":"revenueDelta","component":"Tag","text":"+11.8% vs July ($43,150)","variant":"success","size":"sm"},{"id":"conversionCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["conversionTitle","conversionValue","conversionProgress","conversionHint"]},{"id":"conversionTitle","component":"TextContent","text":"CONVERSION RATE","size":"small"},{"id":"conversionValue","component":"Heading","text":"3.42%","level":"h1"},{"id":"conversionProgress","component":"Progress","value":3.42,"label":"3.42% of 28,410 visitors converted"},{"id":"conversionHint","component":"TextContent","text":"↑ 0.31 pts vs last month • 972 orders","size":"small"},{"id":"chartCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["chartHeader","revenueChart"]},{"id":"chartHeader","component":"CardHeader","title":"Revenue Movement — Last 6 Months","subtitle":"Mar → Aug 2026 • Total 6M: $238,990"},{"id":"revenueChart","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenueSeries"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},{"id":"revenueSeries","component":"Series","category":"Revenue","values":[32100,35400,41200,38900,43150,48240]},{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["productsHeader","productsTable"]},{"id":"productsHeader","component":"CardHeader","title":"Top 3 Best-Selling Products","subtitle":"By units sold in August 2026"},{"id":"productsTable","component":"Table","columns":["colProduct","colUnits"]},{"id":"colProduct","component":"Col","label":"Product","data":["1. Core Subscription","2. Pro Add-on Pack","3. Starter Bundle"],"type":"string"},{"id":"colUnits","component":"Col","label":"Units Sold","data":[1284,892,647],"type":"number"},{"id":"downloadCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["downloadHeader","downloadButtons"]},{"id":"downloadHeader","component":"TextContent","text":"Need the raw numbers? Download the full August dataset with monthly breakdown, product sales, and conversion details for your records or investors.","size":"default"},{"id":"downloadButtons","component":"Buttons","buttons":["btnCsv","btnPdf"],"direction":"row"},{"id":"btnCsv","component":"Button","label":"Download CSV","variant":"primary","size":"medium"},{"id":"btnPdf","component":"Button","label":"Download PDF Report","variant":"secondary","size":"medium"}]}}</a2ui-json>
+
+**Screen covers:**
+
+1.  **Revenue this month:** **$48,240** highlighted at top with vs last-month growth
+2.  **Revenue movement (6 months):** Natural line chart Mar ($32.1k) → Aug ($48.2k)
+3.  **Top 3 products:** Core Subscription (1,284 units), Pro Add-on Pack (892), Starter Bundle (647)
+4.  **Conversion:** **3.42%** with progress bar (972 orders / 28,410 visitors)
+5.  **Download:** CSV + PDF Report buttons at bottom
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..da7d7c641
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r3.txt
@@ -0,0 +1,4 @@
+Founder's Monthly Sales Check — single screen covering all 5 items:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"founder-sales-check","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"founder-sales-check","components":[{"component":"Card","id":"root","children":["header","kpiRow","trendCard","productsCard","downloadCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Monthly Sales Check","subtitle":"August 2026 • Founder overview • All figures in USD"},{"component":"Card","id":"kpiRow","children":["revenueThisMonthCard","conversionCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"revenueThisMonthCard","children":["revenueLabel","revenueValue","revenueChangeBadge","revenueSubtext","revenueSeparator","revenueContext"],"variant":"card","direction":"column","gap":"xs"},{"component":"TextContent","id":"revenueLabel","text":"1. REVENUE THIS MONTH","size":"small"},{"component":"Heading","id":"revenueValue","text":"$62,340","level":"h1"},{"component":"Badge","id":"revenueChangeBadge","text":"▲ +12.1% vs July","variant":"secondary"},{"component":"TextContent","id":"revenueSubtext","text":"July was $55,620 • Target was $60,000 — beat by 3.9%","size":"small"},{"component":"Separator","id":"revenueSeparator","component":"Separator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"revenueContext","text":"Net revenue after refunds. Updated Aug 18, 11:59 PM UTC.","size":"small"},{"component":"Card","id":"conversionCard","children":["conversionHeader","conversionValue","conversionProgress","conversionText","conversionCallout"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"conversionHeader","title":"4. Conversion Rate","subtitle":"Visitors → Paid orders"},{"component":"Heading","id":"conversionValue","text":"3.84%","level":"h1"},{"component":"Progress","id":"conversionProgress","value":3.84,"label":"3.84% conversion"},{"component":"TextContent","id":"conversionText","text":"486 orders from 12,656 sessions. +0.31pp vs last month (3.53%). Industry benchmark: 2.5-3.0%","size":"small"},{"component":"Callout","id":"conversionCallout","variant":"success","title":"Above benchmark","description":"Conversion has improved 3 months in a row."},{"component":"Card","id":"trendCard","children":["trendHeader","revenueTrendChart","trendFooter"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"trendHeader","title":"2. Revenue — Last 6 Months","subtitle":"Mar 2026 → Aug 2026"},{"component":"LineChart","id":"revenueTrendChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["seriesRevenue"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},{"component":"Series","id":"seriesRevenue","category":"Revenue","values":[42500,48900,51200,47800,55620,62340]},{"component":"TextContent","id":"trendFooter","text":"6-month total: $308,360 • Avg: $51,393/mo • Trend: +7.2% CAGR","size":"small"},{"component":"Card","id":"productsCard","children":["productsHeader","productsChart","productsTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"productsHeader","title":"3. Top 3 Best-Sellers","subtitle":"Units sold — August 2026"},{"component":"HorizontalBarChart","id":"productsChart","labels":["Aura Pro Headphones","Nova Desk Mat XL","Lumen Stand v2"],"series":["productsSeries"],"variant":"grouped","xLabel":"Units sold","yLabel":"Product"},{"component":"Series","id":"productsSeries","category":"Units","values":[1240,982,765]},{"component":"Table","id":"productsTable","columns":["colRank","colProduct","colUnits","colRevenue"]},{"component":"Col","id":"colRank","label":"#","data":["1","2","3"],"type":"string"},{"component":"Col","id":"colProduct","label":"Product","data":["Aura Pro Headphones","Nova Desk Mat XL","Lumen Stand v2"],"type":"string"},{"component":"Col","id":"colUnits","label":"Units Sold","data":[1240,982,765],"type":"number"},{"component":"Col","id":"colRevenue","label":"Revenue","data":["$37,200","$14,730","$11,475"],"type":"string"},{"component":"Card","id":"downloadCard","children":["downloadHeader","downloadText","downloadButtons"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"downloadHeader","title":"5. Download the Numbers"},{"component":"TextContent","id":"downloadText","text":"Export everything on this screen as CSV or PDF for your records, investors, or accountant. Includes monthly revenue breakdown, top products, and conversion data.","size":"default"},{"component":"Buttons","id":"downloadButtons","buttons":["downloadCsvButton","downloadPdfButton"],"direction":"row"},{"component":"Button","id":"downloadCsvButton","label":"Download CSV","variant":"primary"},{"component":"Button","id":"downloadPdfButton","label":"Download PDF","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..f304cb3a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-sales__r4.txt
@@ -0,0 +1,12 @@
+Your Founder's Monthly Sales Check is ready — all 5 metrics in one view:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "founder-sales-check", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F172A", "agentDisplayName": "Sales Check"}}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "founder-sales-check", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "kpiRow", "chartCard", "productsCard", "conversionCard", "downloadCard"]}, {"id": "header", "component": "CardHeader", "title": "Monthly Sales Check", "subtitle": "July 2025 • Founder Overview"}, {"id": "kpiRow", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "children": ["revenueCard"]}, {"id": "revenueCard", "component": "Card", "variant": "clear", "direction": "column", "gap": "xs", "children": ["revenueLabel", "revenueValue", "revenueChange"]}, {"id": "revenueLabel", "component": "TextContent", "text": "1 — Revenue This Month", "size": "small"}, {"id": "revenueValue", "component": "Heading", "text": "$48,250", "level": "h1"}, {"id": "revenueChange", "component": "Tag", "text": "↑ 9.6% vs June ($44,000)", "variant": "success", "size": "md"}, {"id": "chartCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["chartHeader", "revenueLineChart", "revenueSeries", "chartCaption"]}, {"id": "chartHeader", "component": "CardHeader", "title": "2 — Revenue Trend", "subtitle": "Last 6 months (Feb – Jul 2025)"}, {"id": "revenueLineChart", "component": "LineChart", "labels": ["Feb", "Mar", "Apr", "May", "Jun", "Jul"], "series": ["revenueSeries"], "variant": "natural", "xLabel": "Month", "yLabel": "Revenue ($)"}, {"id": "revenueSeries", "component": "Series", "category": "Revenue", "values": [32200, 38500, 41200, 36400, 44000, 48250]}, {"id": "chartCaption", "component": "TextContent", "text": "Steady growth (+49.8% vs Feb). April peak, May dip, then strongest back-to-back gains in Jun-Jul.", "size": "small"}, {"id": "productsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["productsHeader", "productsTable"]}, {"id": "productsHeader", "component": "CardHeader", "title": "3 — Top 3 Best-Selling Products", "subtitle": "Ranked by units sold in July"}, {"id": "productsTable", "component": "Table", "columns": ["colProduct", "colUnits", "colRevenueShare"]}, {"id": "colProduct", "component": "Col", "label": "Product", "data": ["1. Wireless Earbuds Pro", "2. Smart Watch Series 5", "3. Portable Charger 20K"], "type": "string"}, {"id": "colUnits", "component": "Col", "label": "Units Sold", "data": [1240, 980, 850], "type": "number"}, {"id": "colRevenueShare", "component": "Col", "label": "Revenue Generated", "data": ["$24,800", "$19,600", "$12,750"], "type": "string"}, {"id": "conversionCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["conversionHeader", "conversionProgress", "conversionText"]}, {"id": "conversionHeader", "component": "CardHeader", "title": "4 — Conversion Percentage", "subtitle": "Visitors → Paying customers"}, {"id": "conversionProgress", "component": "Progress", "value": 3.4, "label": "3.4% conversion"}, {"id": "conversionText", "component": "TextContent", "text": "3.4% of 42,150 visitors converted this month — up 0.3pp from 3.1% in June. Checkout optimization is paying off.", "size": "default"}, {"id": "downloadCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["downloadHeader", "downloadButtons", "downloadHint"]}, {"id": "downloadHeader", "component": "CardHeader", "title": "5 — Download The Numbers", "subtitle": "Export full dataset for accounting & investors"}, {"id": "downloadButtons", "component": "Buttons", "buttons": ["downloadBtn", "downloadPdfBtn"], "direction": "row"}, {"id": "downloadBtn", "component": "Button", "label": "Download Report (CSV)", "variant": "primary"}, {"id": "downloadPdfBtn", "component": "Button", "label": "Download PDF", "variant": "secondary"}, {"id": "downloadHint", "component": "TextContent", "text": "Includes: 6-month revenue history, product breakdown with units, and conversion data.", "size": "small"}]}}</a2ui-json>
+
+**Covered:**
+1. **Revenue this month** — $48,250 hero metric at top
+2. **6-month movement** — Natural line chart Feb-Jul
+3. **Top 3 products** — Table with exact units sold (1,240 / 980 / 850)
+4. **Conversion** — 3.4% progress bar + context
+5. **Download** — CSV + PDF export buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..27f50fdf9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r1.txt
@@ -0,0 +1,5 @@
+Your async standup board is ready — all updates, blockers, and posting in one place:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"async-standup-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Standup Bot"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-001","components":[{"component":"Card","id":"root","children":["header","dateDisplayCard","progressCard","blockedAlert","teamCard","postCard"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Remote Team Async Standup","subtitle":"Stay in sync — post once, catch up anytime"},{"component":"Card","id":"dateDisplayCard","children":["headingDate","textDate"],"variant":"sunk"},{"component":"Heading","id":"headingDate","text":"Tuesday, August 18, 2026","level":"h2"},{"component":"TextContent","id":"textDate","text":"📅 **Today's Standup** · Updates close at **10:00 AM UTC** · Timezone: Remote (Async)","size":"small"},{"component":"Card","id":"progressCard","children":["progressHeading","progressBar","progressText","missingTags"],"variant":"card"},{"component":"Heading","id":"progressHeading","text":"Update Progress","level":"h3"},{"component":"Progress","id":"progressBar","value":66,"label":"4 of 6 posted"},{"component":"TextContent","id":"progressText","text":"**2 updates still missing** — 4 of 6 teammates have posted. Nudge Jordan Taylor and David Okafor.","size":"default"},{"component":"TagBlock","id":"missingTags","tags":["⏳ 2 Missing","✅ 4 Posted","👥 6 Total"]},{"component":"Alert","id":"blockedAlert","title":"🚧 2 Teammates Blocked — Needs Attention","description":"Priya Sharma is blocked on design review feedback. Sofia Kim is blocked by CI pipeline failing on main. Please unblock async or tag in thread.","variant":"warning"},{"component":"Card","id":"teamCard","children":["teamCardHeader","teamTable"],"variant":"card"},{"component":"CardHeader","id":"teamCardHeader","title":"Today's Status Updates","subtitle":"Each teammate's standup for Aug 18"},{"component":"Table","id":"teamTable","columns":["colTeammate","colYesterday","colToday","colStatus"]},{"component":"Col","id":"colTeammate","label":"Teammate","data":["Alex Rivera","Priya Sharma","Marcus Chen","Jordan Taylor","Sofia Kim","David Okafor"],"type":"string"},{"component":"Col","id":"colYesterday","label":"Yesterday","data":["Shipped auth middleware + tests","Completed checkout wireframes","Fixed onboarding bug #412","—","Wrote unit tests for payments","—"],"type":"string"},{"component":"Col","id":"colToday","label":"Today","data":["Refactoring payments API for scale","Waiting on design review feedback","Building analytics dashboard v2","—","Investigating CI failures on main","—"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✅ Posted","🚧 Blocked","✅ Posted","⏳ Missing — No update","🚧 Blocked","⏳ Missing — No update"],"type":"string"},{"component":"Card","id":"postCard","children":["postCardHeader","postForm"],"variant":"card"},{"component":"CardHeader","id":"postCardHeader","title":"Post Your Update","subtitle":"Share what you did, what you're doing, and any blockers"},{"component":"Form","id":"postForm","name":"standup_post","buttons":"formButtons","fields":["fieldYesterday","fieldToday","fieldBlockers"]},{"component":"Buttons","id":"formButtons","buttons":["btnSubmit","btnDraft"],"direction":"row"},{"component":"Button","id":"btnSubmit","label":"Post Update","variant":"primary"},{"component":"Button","id":"btnDraft","label":"Save Draft","variant":"secondary"},{"component":"FormControl","id":"fieldYesterday","label":"Yesterday","input":"inputYesterday","hint":"What did you complete yesterday?"},{"component":"TextArea","id":"inputYesterday","name":"yesterday","placeholder":"e.g., Shipped the new onboarding flow and fixed 2 bugs...","rows":2},{"component":"FormControl","id":"fieldToday","label":"Today","input":"inputToday","hint":"What are you focusing on today?"},{"component":"TextArea","id":"inputToday","name":"today","placeholder":"e.g., Building analytics dashboard, reviewing PRs...","rows":2},{"component":"FormControl","id":"fieldBlockers","label":"Blocked?","input":"radioBlockers","hint":"Call out blockers so the team can help"},{"component":"RadioGroup","id":"radioBlockers","name":"blockers","items":["radioNo","radioYes"],"defaultValue":"no"},{"component":"RadioItem","id":"radioNo","label":"No blockers","description":"I'm good to go","value":"no"},{"component":"RadioItem","id":"radioYes","label":"Yes, I'm blocked","description":"I need help — describe in Today field","value":"yes"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..a699fa7e9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r2.txt
@@ -0,0 +1,13 @@
+Your async standup board is ready — all 5 requirements covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"async-standup-board","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-board","components":[{"component":"Card","id":"root","children":["headerCard","blockedSection","updatesCard","postFormCard","followUp"],"direction":"column","gap":"l"},{"component":"Card","id":"headerCard","children":["headerTop","separator1","headerStats","headerSubtext"],"variant":"card","direction":"column","gap":"m"},{"component":"Card","id":"headerTop","children":["headingStandup","dateBadge"],"variant":"clear","direction":"row","justify":"between","align":"center"},{"component":"Heading","id":"headingStandup","text":"Async Standup — Remote Team","level":"h2"},{"component":"Badge","id":"dateBadge","text":"Tuesday, August 18, 2026","variant":"secondary"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"headerStats","children":["progressUpdates","missingCallout"],"variant":"clear","direction":"row","gap":"m","align":"center"},{"component":"Progress","id":"progressUpdates","value":83,"label":"5 of 6 updates submitted"},{"component":"TextCallout","id":"missingCallout","variant":"warning","title":"1 update still missing","description":"Missing: Marcus Lee • Due by 10:00 AM UTC • 83% complete"},{"component":"TextContent","id":"headerSubtext","text":"Daily async check-in • All times UTC • Auto-reminder sent at 9:00 AM • Updates close at 11:00 AM","size":"small"},{"component":"Alert","id":"blockedSection","title":"🚧 2 Teammates Blocked — Needs Attention","description":"Ben Carter: Waiting on API credentials for payments service (blocked since yesterday) • Sofia Kim: Blocked on design review for onboarding flow — needs feedback from Priya","variant":"warning"},{"component":"Card","id":"updatesCard","children":["updatesHeader","updatesTable","blockedTags"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"updatesHeader","title":"Today's Updates","subtitle":"6 teammates • Last updated 09:42 AM UTC • ✅ On track • ⛔ Blocked • ⏳ Missing"},{"component":"Table","id":"updatesTable","columns":["colTeammate","colStatus","colToday","colBlocker"]},{"component":"Col","id":"colTeammate","label":"Teammate","data":["Alice Chen","Ben Carter","Priya Sharma","Marcus Lee","Sofia Kim","David Okafor"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✅ Updated","⛔ Blocked","✅ Updated","⏳ Missing","⛔ Blocked","✅ Updated"],"type":"string"},{"component":"Col","id":"colToday","label":"Today's Plan","data":["Ship checkout A/B test & review PR #342","Integrate payments API (blocked)","User interviews + synthesize insights","— no update yet —","Finalize onboarding mocks (blocked)","Deploy analytics pipeline v2"],"type":"string"},{"component":"Col","id":"colBlocker","label":"Blockers","data":["None","API credentials","None","—","Design review","None"],"type":"string"},{"component":"TagBlock","id":"blockedTags","tags":["⛔ Ben Carter — API credentials","⛔ Sofia Kim — Design review","⏳ Marcus Lee — Missing update"]},{"component":"Card","id":"postFormCard","children":["postHeader","postForm"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"postHeader","title":"Post Your Update","subtitle":"Share yesterday, today, and any blockers — posts instantly to the team thread"},{"component":"Form","id":"postForm","name":"standupUpdate","fields":["fieldYesterday","fieldToday","fieldBlockers","fieldMood"],"buttons":"postButtons"},{"component":"FormControl","id":"fieldYesterday","label":"Yesterday — What did you do?","input":"inputYesterday","hint":"e.g., Completed user research synthesis, merged PR #340"},{"component":"TextArea","id":"inputYesterday","name":"yesterday","placeholder":"What did you complete yesterday?","rows":2},{"component":"FormControl","id":"fieldToday","label":"Today — What will you do?","input":"inputToday","hint":"Be specific about deliverables"},{"component":"TextArea","id":"inputToday","name":"today","placeholder":"What are you focusing on today?","rows":2},{"component":"FormControl","id":"fieldBlockers","label":"Blockers?","input":"inputBlockers","hint":"Leave as 'None' if you're unblocked"},{"component":"Input","id":"inputBlockers","name":"blockers","placeholder":"None, or describe what's blocking you","type":"text"},{"component":"FormControl","id":"fieldMood","label":"Status","input":"selectMood"},{"component":"Select","id":"selectMood","name":"mood","items":["moodOnTrack","moodBlocked","moodOOO"],"placeholder":"Select status"},{"component":"SelectItem","id":"moodOnTrack","value":"on_track","label":"✅ On track"},{"component":"SelectItem","id":"moodBlocked","value":"blocked","label":"⛔ Blocked"},{"component":"SelectItem","id":"moodOOO","value":"ooo","label":"🌴 OOO / Away"},{"component":"Buttons","id":"postButtons","buttons":["btnPost"],"direction":"row"},{"component":"Button","id":"btnPost","label":"Post Update","variant":"primary"},{"component":"FollowUpBlock","id":"followUp","items":["fuNudge","fuView"]},{"component":"FollowUpItem","id":"fuNudge","text":"Nudge missing teammate (Marcus Lee)"},{"component":"FollowUpItem","id":"fuView","text":"View yesterday's standup"}]}}</a2ui-json>
+
+**What you're seeing:**
+
+1. **Each teammate + today's update** — Table in the middle shows all 6 teammates with their status and Today's Plan
+2. **Blocked called out** — Orange `Alert` at top + `TagBlock` highlights Ben Carter & Sofia Kim so blockers pop immediately
+3. **Today's date** — Header badge `Tuesday, August 18, 2026`
+4. **Post your own update** — Bottom form with Yesterday / Today / Blockers / Status fields + Post Update button
+5. **Missing count** — Progress bar (5/6) + warning callout `1 update still missing: Marcus Lee`
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..b72b87c8a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r3.txt
@@ -0,0 +1,7 @@
+Your async standup board is ready — all 5 requirements covered in one screen:
+
+*   **Today's date** in the header • **Missing count** with progress • **Blocked teammates** called out at the top • **Every teammate's update** • **Post your update** form
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"async-standup-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Standup Board"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-001","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["headerCard","statsRow","alertBlocked","teamGrid","postCard"]},{"id":"headerCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["headingStandup","textDate","textSubtitle"]},{"id":"statsRow","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["statsHeader","progressMissing","badgeMissing","textMissing"]},{"id":"alertBlocked","component":"Alert","variant":"warning","title":"⚠️ 2 teammates blocked","description":"Bob Martinez — Waiting for API keys from platform team  •  Priya Singh — CI pipeline failing on main (build #1429)"},{"id":"teamGrid","component":"Card","variant":"card","direction":"column","gap":"m","children":["teamHeader","cardAlice","cardBob","cardCarol","cardDavid","cardPriya","cardJames"]},{"id":"postCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["postHeader","standupForm"]},{"id":"headingStandup","component":"Heading","text":"Async Standup","level":"h2"},{"id":"textDate","component":"TextContent","text":"📅 Tuesday, August 18, 2026 — 9:00 AM UTC","size":"large-heavy"},{"id":"textSubtitle","component":"TextContent","text":"Remote Team • 6 members • #standup channel • Updates reset daily at 9am UTC","size":"small"},{"id":"statsHeader","component":"CardHeader","title":"Update Status","subtitle":"Daily check-in progress"},{"id":"progressMissing","component":"Progress","value":66,"label":"4 of 6 submitted (66%)"},{"id":"badgeMissing","component":"Badge","text":"2 updates still missing","variant":"destructive"},{"id":"textMissing","component":"TextContent","text":"Missing: David Kim • James Wilson — gentle nudge sent 15m ago","size":"small"},{"id":"teamHeader","component":"CardHeader","title":"Today's Updates","subtitle":"Each teammate's status for today"},{"id":"cardAlice","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["aliceHeader","aliceYesterday","aliceToday","aliceTag"]},{"id":"cardBob","component":"Card","variant":"card","direction":"column","gap":"xs","children":["bobHeader","bobYesterday","bobToday","bobTag","bobCallout"]},{"id":"cardCarol","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["carolHeader","carolYesterday","carolToday","carolTag"]},{"id":"cardDavid","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["davidHeader","davidContent","davidBadge"]},{"id":"cardPriya","component":"Card","variant":"card","direction":"column","gap":"xs","children":["priyaHeader","priyaYesterday","priyaToday","priyaTag","priyaCallout"]},{"id":"cardJames","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["jamesHeader","jamesContent","jamesBadge"]},{"id":"aliceHeader","component":"CardHeader","title":"Alice Chen","subtitle":"Frontend • posted 2h ago"},{"id":"aliceYesterday","component":"TextContent","text":"**Yesterday:** Shipped auth flow UI, fixed 3 QA bugs","size":"small"},{"id":"aliceToday","component":"TextContent","text":"**Today:** QA fixes + review PR #284 for checkout","size":"small"},{"id":"aliceTag","component":"Tag","text":"✓ On track","variant":"success","size":"sm"},{"id":"bobHeader","component":"CardHeader","title":"Bob Martinez","subtitle":"Backend • posted 1h ago"},{"id":"bobYesterday","component":"TextContent","text":"**Yesterday:** Built payments webhook handler","size":"small"},{"id":"bobToday","component":"TextContent","text":"**Today:** Integrate Stripe API keys & test end-to-end","size":"small"},{"id":"bobTag","component":"Tag","text":"● Blocked","variant":"danger","size":"sm"},{"id":"bobCallout","component":"TextCallout","variant":"danger","title":"Blocked","description":"Waiting for API keys from platform team — ETA tomorrow"},{"id":"carolHeader","component":"CardHeader","title":"Carol Nguyen","subtitle":"Design • posted 3h ago"},{"id":"carolYesterday","component":"TextContent","text":"**Yesterday:** Finalized dashboard mockups, user testing synthesis","size":"small"},{"id":"carolToday","component":"TextContent","text":"**Today:** Handoff specs to frontend, iterate on mobile nav","size":"small"},{"id":"carolTag","component":"Tag","text":"✓ On track","variant":"success","size":"sm"},{"id":"davidHeader","component":"CardHeader","title":"David Kim","subtitle":"Backend • no update yet"},{"id":"davidContent","component":"TextContent","text":"No update posted for today. Last update: Aug 17 — “Refactoring cache layer.”","size":"small"},{"id":"davidBadge","component":"Badge","text":"Missing","variant":"outline"},{"id":"priyaHeader","component":"CardHeader","title":"Priya Singh","subtitle":"DevOps • posted 45m ago"},{"id":"priyaYesterday","component":"TextContent","text":"**Yesterday:** Migrated staging to K8s, updated runbooks","size":"small"},{"id":"priyaToday","component":"TextContent","text":"**Today:** Fix CI pipeline failing on main — build #1429","size":"small"},{"id":"priyaTag","component":"Tag","text":"● Blocked","variant":"danger","size":"sm"},{"id":"priyaCallout","component":"TextCallout","variant":"danger","title":"Blocked","description":"CI pipeline failing on main — blocking deploys for all"},{"id":"jamesHeader","component":"CardHeader","title":"James Wilson","subtitle":"Product • no update yet"},{"id":"jamesContent","component":"TextContent","text":"No update posted for today. Last update: Aug 17 — “Roadmap review with stakeholders.”","size":"small"},{"id":"jamesBadge","component":"Badge","text":"Missing","variant":"outline"},{"id":"postHeader","component":"CardHeader","title":"Post your update","subtitle":"Share what you did and what’s next — visible to the whole team"},{"id":"standupForm","component":"Form","name":"standupUpdate","buttons":"formButtons","fields":["fcYesterday","fcToday","fcBlockers"]},{"id":"formButtons","component":"Buttons","buttons":["btnSubmit"],"direction":"row"},{"id":"btnSubmit","component":"Button","label":"Post Update","variant":"primary"},{"id":"fcYesterday","component":"FormControl","label":"Yesterday — What did you complete?","input":"inputYesterday"},{"id":"inputYesterday","component":"TextArea","name":"yesterday","placeholder":"e.g., Shipped auth flow, fixed bugs...","rows":2},{"id":"fcToday","component":"FormControl","label":"Today — What are you working on?","input":"inputToday"},{"id":"inputToday","component":"TextArea","name":"today","placeholder":"e.g., QA fixes, review PRs, design handoff...","rows":2},{"id":"fcBlockers","component":"FormControl","label":"Are you blocked?","hint":"Choose “Yes” to flag yourself in the blocked callout at the top","input":"inputBlockers"},{"id":"inputBlockers","component":"Select","name":"blockers","placeholder":"Select status","items":["siNo","siYes"]},{"id":"siNo","component":"SelectItem","value":"no","label":"No blockers — on track"},{"id":"siYes","component":"SelectItem","value":"yes","label":"Yes — I'm blocked (describe in Today)"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..a33e90492
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-standup__r4.txt
@@ -0,0 +1,13 @@
+Your async standup board is ready — all updates, blockers, and missing posts in one view.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"async-standup-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Standup Bot"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-001","components":[{"component":"Card","id":"root","children":["header","dateCard","statsCard","blockedAlert","teamHeading","teamGrid","postFormCard","separator","followUpBlock"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Async Standup","subtitle":"Remote Team • Daily Check-in"},{"component":"Card","id":"dateCard","children":["dateHeading","dateBadge"],"variant":"sunk","direction":"row","justify":"between","align":"center"},{"component":"Heading","id":"dateHeading","text":"Tuesday, August 18, 2026","level":"h2"},{"component":"Badge","id":"dateBadge","text":"Today","variant":"default"},{"component":"Card","id":"statsCard","children":["statsHeader","progress","statsRow"],"variant":"card","direction":"column","gap":"s"},{"component":"TextContent","id":"statsHeader","text":"**Team Progress** — 4 of 6 teammates have posted","size":"small-heavy"},{"component":"Progress","id":"progress","value":66,"label":"4 of 6 updates received"},{"component":"Card","id":"statsRow","children":["statsText","missingBadge"],"variant":"clear","direction":"row","justify":"between","align":"center"},{"component":"TextContent","id":"statsText","text":"2 updates still missing","size":"small"},{"component":"Badge","id":"missingBadge","text":"2 Missing","variant":"destructive"},{"component":"Alert","id":"blockedAlert","title":"🚩 1 Teammate Blocked — Attention Needed","description":"Alex Rivera is blocked on API rate limits (needs review from Maya). Priya Patel flagged waiting on design assets — not fully blocked but at risk.","variant":"destructive"},{"component":"Heading","id":"teamHeading","text":"Today's Updates","level":"h3"},{"component":"Card","id":"teamGrid","children":["mayaCard","alexCard","priyaCard","jonahCard","sofiaCard","davidCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"mayaCard","children":["mayaHeader","mayaTags","mayaUpdate"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"mayaHeader","title":"Maya Chen","subtitle":"Engineering • Posted 8:42 AM"},{"component":"TagBlock","id":"mayaTags","tags":["✅ On Track"]},{"component":"MarkDownRenderer","id":"mayaUpdate","textMarkdown":"**Yesterday:** Shipped auth refactor & added unit tests\n**Today:** Review Alex's PR + finalize rate-limit fix\n**Blockers:** None","variant":"clear"},{"component":"Card","id":"alexCard","children":["alexHeader","alexTags","alexUpdate"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"alexHeader","title":"Alex Rivera","subtitle":"Backend • Posted 9:05 AM"},{"component":"TagBlock","id":"alexTags","tags":["🚩 Blocked"]},{"component":"MarkDownRenderer","id":"alexUpdate","textMarkdown":"**Yesterday:** Investigated API throttling errors\n**Today:** Waiting on review for rate-limit PR\n**Blockers:** Blocked — API returns 429s in prod, need Maya's review","variant":"clear"},{"component":"Card","id":"priyaCard","children":["priyaHeader","priyaTags","priyaUpdate"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"priyaHeader","title":"Priya Patel","subtitle":"Design • Posted 9:18 AM"},{"component":"TagBlock","id":"priyaTags","tags":["⚠️ At Risk"]},{"component":"MarkDownRenderer","id":"priyaUpdate","textMarkdown":"**Yesterday:** Completed onboarding flow mockups\n**Today:** Build prototype for dashboard empty states\n**Blockers:** Waiting on final icons from brand — can proceed with placeholders","variant":"clear"},{"component":"Card","id":"jonahCard","children":["jonahHeader","jonahTags","jonahUpdate"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"jonahHeader","title":"Jonah Kim","subtitle":"Product • Not yet posted"},{"component":"TagBlock","id":"jonahTags","tags":["⏳ Missing"]},{"component":"MarkDownRenderer","id":"jonahUpdate","textMarkdown":"*No update yet — last active yesterday 6:10 PM*\n_—_","variant":"clear"},{"component":"Card","id":"sofiaCard","children":["sofiaHeader","sofiaTags","sofiaUpdate"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"sofiaHeader","title":"Sofia Alvarez","subtitle":"QA • Posted 7:55 AM"},{"component":"TagBlock","id":"sofiaTags","tags":["✅ On Track"]},{"component":"MarkDownRenderer","id":"sofiaUpdate","textMarkdown":"**Yesterday:** Ran regression on v2.3, filed 3 bugs\n**Today:** Test payment webhook retries\n**Blockers:** None","variant":"clear"},{"component":"Card","id":"davidCard","children":["davidHeader","davidTags","davidUpdate"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"davidHeader","title":"David Okafor","subtitle":"Frontend • Not yet posted"},{"component":"TagBlock","id":"davidTags","tags":["⏳ Missing"]},{"component":"MarkDownRenderer","id":"davidUpdate","textMarkdown":"*No update yet — last active yesterday 4:30 PM*\n_—_","variant":"clear"},{"component":"Card","id":"postFormCard","children":["postHeader","postForm"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"postHeader","title":"Post Your Update","subtitle":"Share Yesterday / Today / Blockers — posts instantly to the board"},{"component":"Form","id":"postForm","name":"standupForm","fields":["fc_yesterday","fc_today","fc_blockers","fc_status"],"buttons":"postButtons"},{"component":"FormControl","id":"fc_yesterday","label":"Yesterday","input":"input_yesterday","hint":"What did you ship or complete?"},{"component":"TextArea","id":"input_yesterday","name":"yesterday","placeholder":"e.g., Finished user settings API and wrote docs","rows":2},{"component":"FormControl","id":"fc_today","label":"Today","input":"input_today","hint":"What are you focused on today?"},{"component":"TextArea","id":"input_today","name":"today","placeholder":"e.g., Building the dashboard empty states","rows":2},{"component":"FormControl","id":"fc_blockers","label":"Blockers","input":"input_blockers","hint":"Type 'None' if you're clear"},{"component":"Input","id":"input_blockers","name":"blockers","placeholder":"Anything blocking you?"},{"component":"FormControl","id":"fc_status","label":"Status","input":"select_status"},{"component":"Select","id":"select_status","name":"status","items":["opt_ontrack","opt_blocked","opt_ooo"],"placeholder":"Select your status"},{"component":"SelectItem","id":"opt_ontrack","value":"on_track","label":"✅ On Track"},{"component":"SelectItem","id":"opt_blocked","value":"blocked","label":"🚩 Blocked"},{"component":"SelectItem","id":"opt_ooo","value":"ooo","label":"💤 OOO"},{"component":"Buttons","id":"postButtons","buttons":["btn_post"],"direction":"row"},{"component":"Button","id":"btn_post","label":"Post Update","variant":"primary"},{"component":"Separator","id":"separator","orientation":"horizontal","decorative":true},{"component":"FollowUpBlock","id":"followUpBlock","items":["fu1","fu2","fu3"]},{"component":"FollowUpItem","id":"fu1","text":"Nudge missing teammates (Jonah, David)"},{"component":"FollowUpItem","id":"fu2","text":"View yesterday's standup"},{"component":"FollowUpItem","id":"fu3","text":"Export standup summary"}]}}</a2ui-json>
+
+**Board covers all 5 requirements:**
+
+1. **Each teammate with status** — 6 cards with Yesterday / Today / Blockers
+2. **Blocked called out** — red Alert at top + 🚩 tag on Alex's card
+3. **Today's date** — Tuesday, August 18, 2026 in the header
+4. **Post your own update** — form at bottom with Yesterday, Today, Blockers, Status
+5. **Missing count** — Progress bar (4/6) + “2 Missing” badge + 2 sunk cards for Jonah & David
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..358ec1fd3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r1.txt
@@ -0,0 +1,5 @@
+Low-inventory warning screen built — search, threshold, stock levels, and per-item reorder.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-surface","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E8630A","agentDisplayName":"StockWatch"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-surface","components":[{"component":"Card","id":"root","children":["header","alertLow","controlsCard","inventoryHeading","inventoryList","footerNote"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Low Inventory Warning","subtitle":"5 items below threshold • Last checked just now"},{"component":"Alert","id":"alertLow","title":"Action required","description":"5 items are at or below the low-stock threshold of 10 units. Reorder soon to avoid stockouts.","variant":"warning"},{"component":"Card","id":"controlsCard","children":["thresholdRow","searchControl"],"variant":"sunk","direction":"column","gap":"m"},{"component":"Card","id":"thresholdRow","children":["thresholdLabel","thresholdBadge"],"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},{"component":"TextContent","id":"thresholdLabel","text":"**Low-stock threshold:** Items trigger this warning when remaining units ≤ threshold","size":"small"},{"component":"Badge","id":"thresholdBadge","text":"Threshold: 10 units","variant":"destructive"},{"component":"FormControl","id":"searchControl","label":"Search low-stock items","input":"searchInput","hint":"Filter by item name or SKU (e.g., 'milk' or 'SKU-042')"},{"component":"Input","id":"searchInput","name":"search","placeholder":"Search items...","type":"text"},{"component":"Heading","id":"inventoryHeading","text":"Items Running Low (5)","level":"h3"},{"component":"Card","id":"inventoryList","children":["item1Card","item2Card","item3Card","item4Card","item5Card"],"variant":"clear","direction":"column","gap":"s"},{"component":"Card","id":"item1Card","children":["item1Info","item1Action"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"item1Info","children":["item1Name","item1Sku","item1Units","item1Progress"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"item1Name","text":"Organic Almond Milk 1L","size":"small-heavy"},{"component":"TextContent","id":"item1Sku","text":"SKU-1024 • Dairy Alternative • Aisle 3","size":"small"},{"component":"TextContent","id":"item1Units","text":"4 units remaining — Critical","size":"small"},{"component":"Progress","id":"item1Progress","value":40,"label":"40% of threshold"},{"component":"Card","id":"item1Action","children":["item1Button"],"variant":"clear","direction":"column","gap":"xs","align":"center"},{"component":"Button","id":"item1Button","label":"Reorder","variant":"primary","size":"small"},{"component":"Card","id":"item2Card","children":["item2Info","item2Action"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"item2Info","children":["item2Name","item2Sku","item2Units","item2Progress"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"item2Name","text":"Free-Range Eggs (12pk)","size":"small-heavy"},{"component":"TextContent","id":"item2Sku","text":"SKU-0891 • Dairy & Eggs • Aisle 2","size":"small"},{"component":"TextContent","id":"item2Units","text":"7 units remaining — Low","size":"small"},{"component":"Progress","id":"item2Progress","value":70,"label":"70% of threshold"},{"component":"Card","id":"item2Action","children":["item2Button"],"variant":"clear","direction":"column","gap":"xs","align":"center"},{"component":"Button","id":"item2Button","label":"Reorder","variant":"primary","size":"small"},{"component":"Card","id":"item3Card","children":["item3Info","item3Action"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"item3Info","children":["item3Name","item3Sku","item3Units","item3Progress"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"item3Name","text":"Sourdough Loaf","size":"small-heavy"},{"component":"TextContent","id":"item3Sku","text":"SKU-2045 • Bakery • Aisle 1","size":"small"},{"component":"TextContent","id":"item3Units","text":"2 units remaining — Critical","size":"small"},{"component":"Progress","id":"item3Progress","value":20,"label":"20% of threshold"},{"component":"Card","id":"item3Action","children":["item3Button"],"variant":"clear","direction":"column","gap":"xs","align":"center"},{"component":"Button","id":"item3Button","label":"Reorder","variant":"primary","size":"small"},{"component":"Card","id":"item4Card","children":["item4Info","item4Action"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"item4Info","children":["item4Name","item4Sku","item4Units","item4Progress"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"item4Name","text":"Hass Avocados","size":"small-heavy"},{"component":"TextContent","id":"item4Sku","text":"SKU-3102 • Produce • Aisle 5","size":"small"},{"component":"TextContent","id":"item4Units","text":"9 units remaining — Low","size":"small"},{"component":"Progress","id":"item4Progress","value":90,"label":"90% of threshold"},{"component":"Card","id":"item4Action","children":["item4Button"],"variant":"clear","direction":"column","gap":"xs","align":"center"},{"component":"Button","id":"item4Button","label":"Reorder","variant":"primary","size":"small"},{"component":"Card","id":"item5Card","children":["item5Info","item5Action"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"item5Info","children":["item5Name","item5Sku","item5Units","item5Progress"],"variant":"clear","direction":"column","gap":"xs"},{"component":"TextContent","id":"item5Name","text":"Cold Brew Concentrate 500ml","size":"small-heavy"},{"component":"TextContent","id":"item5Sku","text":"SKU-4177 • Beverages • Aisle 4","size":"small"},{"component":"TextContent","id":"item5Units","text":"5 units remaining — Low","size":"small"},{"component":"Progress","id":"item5Progress","value":50,"label":"50% of threshold"},{"component":"Card","id":"item5Action","children":["item5Button"],"variant":"clear","direction":"column","gap":"xs","align":"center"},{"component":"Button","id":"item5Button","label":"Reorder","variant":"primary","size":"small"},{"component":"TextContent","id":"footerNote","text":"Threshold can be adjusted in inventory settings. Search filters this list instantly. Tap Reorder to create a purchase order for that item.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..edda950a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r2.txt
@@ -0,0 +1,5 @@
+A low-inventory warning screen with search, threshold context, and per-item reorder built for you:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E67E22","agentDisplayName":"Inventory Manager"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"component":"Card","id":"root","children":["header","alertBanner","controlsRow","inventoryCard","footerText","followUpBlock"],"variant":"clear","direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Low Inventory Warning","subtitle":"6 items at or below threshold • Last synced just now"},{"component":"Alert","id":"alertBanner","title":"Attention needed - stock running low","description":"All items shown have 10 or fewer units remaining. Reorder critical items first to avoid stockouts.","variant":"warning"},{"component":"Card","id":"controlsRow","children":["searchFormControl","thresholdCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"FormControl","id":"searchFormControl","label":"Search items","input":"searchInput","hint":"Filter by name, SKU, or category"},{"component":"Input","id":"searchInput","name":"searchQuery","placeholder":"Search e.g. Milk, Eggs, SKU #1024...","type":"text"},{"component":"Card","id":"thresholdCard","children":["thresholdHeading","thresholdText","thresholdBadge"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"Heading","id":"thresholdHeading","text":"Warning Threshold","level":"h3"},{"component":"TextContent","id":"thresholdText","text":"Items with **≤ 10 units** trigger this warning. Threshold applies store-wide. Adjust in Inventory Settings if needed.","size":"small"},{"component":"Badge","id":"thresholdBadge","text":"Threshold: ≤ 10 units","variant":"secondary"},{"component":"Card","id":"inventoryCard","children":["inventoryCardHeader","inventoryTable","reorderHelpText"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"inventoryCardHeader","title":"Items Running Low (6)","subtitle":"Sorted by lowest stock first • Tap Reorder to create purchase order"},{"component":"Table","id":"inventoryTable","columns":["colItem","colSku","colRemaining","colThreshold","colStatus","colAction"]},{"component":"Col","id":"colItem","label":"Item","data":["Almond Butter 16oz","Sourdough Loaf","Organic Whole Milk 1G","Cold Brew 12oz","Free-Range Eggs 12pk","Hass Avocados"],"type":"string"},{"component":"Col","id":"colSku","label":"SKU","data":["#1042-AB","#1018-SD","#1004-MK","#1055-CB","#1009-EG","#1033-AV"],"type":"string"},{"component":"Col","id":"colRemaining","label":"Remaining","data":[2,3,4,6,7,9],"type":"number"},{"component":"Col","id":"colThreshold","label":"Threshold","data":[10,10,10,10,10,10],"type":"number"},{"component":"Col","id":"colStatus","label":"Status","data":["Critical","Critical","Low","Low","Low","Low"],"type":"string"},{"component":"Col","id":"colAction","label":"Reorder","data":["Reorder","Reorder","Reorder","Reorder","Reorder","Reorder"],"type":"action"},{"component":"TextContent","id":"reorderHelpText","text":"**How to reorder:** Tap **Reorder** on any row to open a purchase order. Items with ≤ 4 units are marked Critical.","size":"small"},{"component":"TextContent","id":"footerText","text":"Showing only items at or below threshold. Use the search field above to quickly filter this list.","size":"small"},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUp1","followUp2","followUp3"]},{"component":"FollowUpItem","id":"followUp1","text":"Reorder all critical items"},{"component":"FollowUpItem","id":"followUp2","text":"Adjust warning threshold"},{"component":"FollowUpItem","id":"followUp3","text":"View full inventory"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..4db84a21a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r3.txt
@@ -0,0 +1,5 @@
+Low-inventory warning screen built — threshold, search, remaining units, and per-item reorder all in one view:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-surface","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E85D04","agentDisplayName":"Store Inventory"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-surface","components":[{"id":"root","component":"Card","direction":"column","gap":"m","children":["header","thresholdAlert","searchCard","listBlock","table","reorderCard","footerNote"]},{"id":"header","component":"CardHeader","title":"Low Inventory Warning","subtitle":"5 items at or below threshold • Last checked: Today, 9:42 AM"},{"id":"thresholdAlert","component":"Alert","variant":"warning","title":"Warning Threshold: ≤ 10 units","description":"Any SKU with 10 units or fewer automatically appears here. Items marked Critical are ≤ 5 units. Adjust threshold in Inventory Settings."},{"id":"searchCard","component":"Card","variant":"sunk","children":["searchControl"]},{"id":"searchControl","component":"FormControl","label":"Search low-stock items","hint":"Filter by name, SKU, or category — e.g. 'almond' or 'AM-042'","input":"inputSearch"},{"id":"inputSearch","component":"Input","name":"search","placeholder":"Search by item name or SKU...","type":"text"},{"id":"listBlock","component":"ListBlock","variant":"number","items":["item1","item2","item3","item4","item5"]},{"id":"item1","component":"ListItem","title":"Hass Avocado Box (12ct)","subtitle":"SKU: AV-881 • Remaining: 2 units • 8 below threshold • Critical","actionLabel":"Reorder"},{"id":"item2","component":"ListItem","title":"Sourdough Loaf","subtitle":"SKU: BK-104 • Remaining: 3 units • 7 below threshold • Critical","actionLabel":"Reorder"},{"id":"item3","component":"ListItem","title":"Organic Almond Milk","subtitle":"SKU: AM-042 • Remaining: 4 units • 6 below threshold • Critical","actionLabel":"Reorder"},{"id":"item4","component":"ListItem","title":"Arabica Coffee Beans 1kg","subtitle":"SKU: CF-209 • Remaining: 7 units • 3 below threshold • Low","actionLabel":"Reorder"},{"id":"item5","component":"ListItem","title":"Oat Milk Barista","subtitle":"SKU: OM-156 • Remaining: 8 units • 2 below threshold • Low","actionLabel":"Reorder"},{"id":"table","component":"Table","columns":["colItem","colSku","colRemaining","colThreshold","colStatus","colAction"]},{"id":"colItem","component":"Col","label":"Item","data":["Hass Avocado Box (12ct)","Sourdough Loaf","Organic Almond Milk","Arabica Coffee Beans 1kg","Oat Milk Barista"],"type":"string"},{"id":"colSku","component":"Col","label":"SKU","data":["AV-881","BK-104","AM-042","CF-209","OM-156"],"type":"string"},{"id":"colRemaining","component":"Col","label":"Remaining Units","data":[2,3,4,7,8],"type":"number"},{"id":"colThreshold","component":"Col","label":"Threshold","data":[10,10,10,10,10],"type":"number"},{"id":"colStatus","component":"Col","label":"Status","data":["Critical","Critical","Critical","Low","Low"],"type":"string"},{"id":"colAction","component":"Col","label":"Action","data":["Reorder","Reorder","Reorder","Reorder","Reorder"],"type":"action"},{"id":"reorderCard","component":"Card","variant":"card","children":["reorderHeading","reorderButtonsContainer","reorderHint"]},{"id":"reorderHeading","component":"TextContent","text":"### Quick Reorder","size":"default"},{"id":"reorderButtonsContainer","component":"Buttons","buttons":["btnReorder1","btnReorder2","btnReorder3","btnReorder4","btnReorder5"],"direction":"row"},{"id":"btnReorder1","component":"Button","label":"Reorder Avocado Box","variant":"primary","size":"small"},{"id":"btnReorder2","component":"Button","label":"Reorder Sourdough","variant":"primary","size":"small"},{"id":"btnReorder3","component":"Button","label":"Reorder Almond Milk","variant":"secondary","size":"small"},{"id":"btnReorder4","component":"Button","label":"Reorder Coffee Beans","variant":"secondary","size":"small"},{"id":"btnReorder5","component":"Button","label":"Reorder Oat Milk","variant":"secondary","size":"small"},{"id":"reorderHint","component":"TextContent","text":"Tap Reorder on any row above or use quick buttons. Reorder creates a draft PO with default supplier.","size":"small"},{"id":"footerNote","component":"TextContent","text":"Threshold logic: Warning triggers when `remaining ≤ 10`. Critical when `remaining ≤ 5`. Search filters this list instantly without leaving the screen.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..80a13c8ff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-stock__r4.txt
@@ -0,0 +1,4 @@
+Low-inventory warning screen — threshold, search, remaining units, and per-item reorder:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "low-inventory-warning", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "low-inventory-warning", "components": [{"component": "Card", "id": "root", "children": ["header", "thresholdAlert", "searchCard", "inventoryCard", "bulkActionsCard", "footerNote"], "direction": "column", "gap": "m"}, {"component": "CardHeader", "id": "header", "title": "Low Inventory Warning", "subtitle": "5 items below threshold • Last synced 2 min ago"}, {"component": "Callout", "id": "thresholdAlert", "variant": "warning", "title": "Reorder threshold: ≤ 10 units", "description": "Any item at or below 10 units triggers this warning. Threshold is set store-wide. Adjust per-category in Settings if needed."}, {"component": "Card", "id": "searchCard", "children": ["searchTitle", "searchControl", "searchBtnRow"], "variant": "sunk", "direction": "column", "gap": "s"}, {"component": "TextContent", "id": "searchTitle", "text": "Search low-stock items", "size": "small-heavy"}, {"component": "FormControl", "id": "searchControl", "label": "Search items", "hint": "Filter by name, SKU, or category", "input": "searchInput"}, {"component": "Input", "id": "searchInput", "name": "search", "placeholder": "e.g., Almond Milk, BEV-0421, Dairy...", "type": "text", "value": ""}, {"component": "Buttons", "id": "searchBtnRow", "buttons": ["searchBtn", "clearBtn"], "direction": "row"}, {"component": "Button", "id": "searchBtn", "label": "Search", "variant": "primary"}, {"component": "Button", "id": "clearBtn", "label": "Clear", "variant": "secondary"}, {"component": "Card", "id": "inventoryCard", "children": ["inventoryHeader", "inventoryTable", "inventoryLegend"], "direction": "column", "gap": "s"}, {"component": "CardHeader", "id": "inventoryHeader", "title": "Items Running Low (5)", "subtitle": "Sorted by urgency — lowest stock first"}, {"component": "Table", "id": "inventoryTable", "columns": ["colItem", "colSku", "colRemaining", "colThreshold", "colStatus", "colAction"]}, {"component": "Col", "id": "colItem", "label": "Item", "data": ["Sourdough Loaf", "Organic Almond Milk", "Avocado Hass", "Free-Range Eggs (12ct)", "Cold Brew Concentrate"], "type": "string"}, {"component": "Col", "id": "colSku", "label": "SKU", "data": ["BAK-0092", "BEV-0421", "PRO-2041", "DAI-1183", "BEV-0884"], "type": "string"}, {"component": "Col", "id": "colRemaining", "label": "Remaining Units", "data": [2, 4, 5, 7, 9], "type": "number"}, {"component": "Col", "id": "colThreshold", "label": "Threshold", "data": [10, 10, 10, 10, 10], "type": "number"}, {"component": "Col", "id": "colStatus", "label": "Status", "data": ["Critical • 2 left", "Critical • 4 left", "Low • 5 left", "Low • 7 left", "Low • 9 left"], "type": "string"}, {"component": "Col", "id": "colAction", "label": "Reorder", "data": ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "type": "action"}, {"component": "TextContent", "id": "inventoryLegend", "text": "Critical = ≤ 5 units • Low = 6-10 units • Tap Reorder to create a purchase order draft with suggested quantity.", "size": "small"}, {"component": "Card", "id": "bulkActionsCard", "children": ["bulkButtons"], "variant": "clear", "direction": "column", "gap": "s"}, {"component": "Buttons", "id": "bulkButtons", "buttons": ["reorderAllBtn", "adjustThresholdBtn"], "direction": "row"}, {"component": "Button", "id": "reorderAllBtn", "label": "Reorder All Low Items", "variant": "primary"}, {"component": "Button", "id": "adjustThresholdBtn", "label": "Adjust Threshold", "variant": "secondary"}, {"component": "TextContent", "id": "footerNote", "text": "Each row shows remaining units vs. the 10-unit threshold. Use Search to filter this list, and Reorder (per-item) to restock instantly.", "size": "small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..d11b9605a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r1.txt
@@ -0,0 +1,392 @@
+Your Support Lead morning view is ready — all 5 requirements covered in one screen:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-lead-morning-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-lead-morning-view",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "header",
+          "metricsRow",
+          "slaCallout",
+          "separator1",
+          "recentHeader",
+          "filterCard",
+          "ticketsTable",
+          "separator2",
+          "actionsCard"
+        ],
+        "direction": "column",
+        "gap": "m"
+      },
+      {
+        "component": "CardHeader",
+        "id": "header",
+        "title": "Support Lead — Morning View",
+        "subtitle": "Monday, Aug 18 • 8:30 AM • All queues • Auto-refreshes every 5 min"
+      },
+      {
+        "component": "Card",
+        "id": "metricsRow",
+        "children": [
+          "metricOpenCard",
+          "metricResponseCard"
+        ],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "metricOpenCard",
+        "children": [
+          "metricOpenLabel",
+          "metricOpenCount",
+          "metricOpenSub",
+          "metricOpenProgress"
+        ],
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs"
+      },
+      {
+        "component": "TextContent",
+        "id": "metricOpenLabel",
+        "text": "OPEN TICKETS",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "metricOpenCount",
+        "text": "47",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "metricOpenSub",
+        "text": "12 high priority • 35 standard • ↑ 3 vs yesterday",
+        "size": "small"
+      },
+      {
+        "component": "Progress",
+        "id": "metricOpenProgress",
+        "value": 74,
+        "label": "74% of weekly capacity"
+      },
+      {
+        "component": "Card",
+        "id": "metricResponseCard",
+        "children": [
+          "metricResponseLabel",
+          "metricResponseTime",
+          "metricResponseSub",
+          "metricResponseProgress"
+        ],
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs"
+      },
+      {
+        "component": "TextContent",
+        "id": "metricResponseLabel",
+        "text": "AVG FIRST-RESPONSE TIME",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "metricResponseTime",
+        "text": "1h 42m",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "metricResponseSub",
+        "text": "SLA target: 2h • 89% within SLA • ↓ 18m vs last week",
+        "size": "small"
+      },
+      {
+        "component": "Progress",
+        "id": "metricResponseProgress",
+        "value": 89,
+        "label": "89% within SLA"
+      },
+      {
+        "component": "Callout",
+        "id": "slaCallout",
+        "variant": "success",
+        "title": "SLA Healthy",
+        "description": "First-response time is under target. 12 high-priority tickets need attention this morning."
+      },
+      {
+        "component": "Separator",
+        "id": "separator1"
+      },
+      {
+        "component": "Heading",
+        "id": "recentHeader",
+        "text": "Five Most Recent Tickets",
+        "level": "h3"
+      },
+      {
+        "component": "Card",
+        "id": "filterCard",
+        "children": [
+          "filterLabelText",
+          "filterSwitchGroup"
+        ],
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between"
+      },
+      {
+        "component": "TextContent",
+        "id": "filterLabelText",
+        "text": "Showing 5 most recent • Toggle to narrow to high-priority only (Req. #4)",
+        "size": "small"
+      },
+      {
+        "component": "SwitchGroup",
+        "id": "filterSwitchGroup",
+        "name": "priorityFilter",
+        "items": [
+          "filterSwitchItem"
+        ],
+        "variant": "card"
+      },
+      {
+        "component": "SwitchItem",
+        "id": "filterSwitchItem",
+        "name": "highOnly",
+        "label": "High-priority only",
+        "description": "Filter table to High priority"
+      },
+      {
+        "component": "Table",
+        "id": "ticketsTable",
+        "columns": [
+          "colTicket",
+          "colSubject",
+          "colPriority",
+          "colCreated",
+          "colStatus"
+        ]
+      },
+      {
+        "component": "Col",
+        "id": "colTicket",
+        "label": "Ticket ID",
+        "data": [
+          "T-2847",
+          "T-2846",
+          "T-2845",
+          "T-2844",
+          "T-2843"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colSubject",
+        "label": "Subject",
+        "data": [
+          "Checkout payment fails on Safari",
+          "Password reset email delayed",
+          "Invoice PDF not generating",
+          "Cannot update billing address",
+          "API 429 errors during bulk import"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colPriority",
+        "label": "Priority",
+        "data": [
+          "High",
+          "Medium",
+          "High",
+          "Low",
+          "High"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colCreated",
+        "label": "Created",
+        "data": [
+          "08:12 AM",
+          "07:55 AM",
+          "07:41 AM",
+          "07:18 AM",
+          "06:52 AM"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStatus",
+        "label": "Status",
+        "data": [
+          "New",
+          "Open",
+          "Open",
+          "Pending",
+          "New"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Separator",
+        "id": "separator2"
+      },
+      {
+        "component": "Card",
+        "id": "actionsCard",
+        "children": [
+          "actionsText",
+          "newTicketDialog"
+        ],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between"
+      },
+      {
+        "component": "TextContent",
+        "id": "actionsText",
+        "text": "Need to create a ticket from triage? Use the action on the right (Req. #5)",
+        "size": "small"
+      },
+      {
+        "component": "DialogBlock",
+        "id": "newTicketDialog",
+        "triggerLabel": "+ Open New Ticket",
+        "title": "Open New Ticket",
+        "description": "Create a new support ticket. It will appear in the queue immediately.",
+        "content": [
+          "newTicketForm"
+        ],
+        "triggerVariant": "default"
+      },
+      {
+        "component": "Form",
+        "id": "newTicketForm",
+        "name": "newTicketForm",
+        "buttons": "formButtons",
+        "fields": [
+          "fcSubject",
+          "fcPriority",
+          "fcDescription"
+        ]
+      },
+      {
+        "component": "FormControl",
+        "id": "fcSubject",
+        "label": "Subject",
+        "input": "inputSubject",
+        "hint": "Brief summary of the issue"
+      },
+      {
+        "component": "Input",
+        "id": "inputSubject",
+        "name": "subject",
+        "placeholder": "e.g., Customer unable to login"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcPriority",
+        "label": "Priority",
+        "input": "selectPriority"
+      },
+      {
+        "component": "Select",
+        "id": "selectPriority",
+        "name": "priority",
+        "items": [
+          "selectItemHigh",
+          "selectItemMedium",
+          "selectItemLow"
+        ],
+        "placeholder": "Select priority"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemHigh",
+        "value": "high",
+        "label": "High"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemMedium",
+        "value": "medium",
+        "label": "Medium"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemLow",
+        "value": "low",
+        "label": "Low"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcDescription",
+        "label": "Description",
+        "input": "textAreaDescription",
+        "hint": "Include steps to reproduce and customer impact"
+      },
+      {
+        "component": "TextArea",
+        "id": "textAreaDescription",
+        "name": "description",
+        "placeholder": "Describe the issue in detail...",
+        "rows": 4
+      },
+      {
+        "component": "Buttons",
+        "id": "formButtons",
+        "buttons": [
+          "submitBtn",
+          "cancelBtn"
+        ],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "submitBtn",
+        "label": "Create Ticket",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "cancelBtn",
+        "label": "Cancel",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+**Coverage:**
+1. **Open tickets** → Large metric card at top: **47** open (12 high priority)
+2. **Avg first-response** → Adjacent metric card: **1h 42m** with SLA progress (89%)
+3. **Five most recent tickets** → Table below with Ticket ID, Subject, **Priority**, Created, Status — all 5 rows show priority explicitly
+4. **Narrow to high-priority** → "High-priority only" switch in the sunk filter bar above the table — toggle to filter the list to High only
+5. **Open new ticket** → **+ Open New Ticket** button (bottom right) opens a dialog form with Subject, Priority, and Description
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..e0deee1da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r2.txt
@@ -0,0 +1,356 @@
+Support Lead morning view — all 5 requirements covered in one screen:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-lead-morning-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-lead-morning-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "metricsRow",
+          "filterCard",
+          "ticketsTableCard",
+          "newTicketSection"
+        ],
+        "variant": "clear"
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Support Lead — Morning View",
+        "subtitle": "Tuesday, Aug 18 • 09:00 AM • All queues"
+      },
+      {
+        "id": "metricsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "openTicketsMetric",
+          "responseTimeMetric"
+        ]
+      },
+      {
+        "id": "openTicketsMetric",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "openTicketsTitle",
+          "openTicketsCount",
+          "openTicketsSub"
+        ]
+      },
+      {
+        "id": "responseTimeMetric",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "responseTitle",
+          "responseValue",
+          "responseSub"
+        ]
+      },
+      {
+        "id": "openTicketsTitle",
+        "component": "TextContent",
+        "text": "Open Tickets",
+        "size": "small"
+      },
+      {
+        "id": "openTicketsCount",
+        "component": "Heading",
+        "text": "47",
+        "level": "h1"
+      },
+      {
+        "id": "openTicketsSub",
+        "component": "TextContent",
+        "text": "▲ 3 since yesterday • 12 unassigned",
+        "size": "small"
+      },
+      {
+        "id": "responseTitle",
+        "component": "TextContent",
+        "text": "Avg. First-Response Time",
+        "size": "small"
+      },
+      {
+        "id": "responseValue",
+        "component": "Heading",
+        "text": "1h 24m",
+        "level": "h1"
+      },
+      {
+        "id": "responseSub",
+        "component": "TextContent",
+        "text": "▼ 18m vs last week • SLA target: 2h",
+        "size": "small"
+      },
+      {
+        "id": "filterCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "filterSwitchGroup",
+          "filterHint"
+        ]
+      },
+      {
+        "id": "filterSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "priorityFilter",
+        "items": [
+          "highPrioritySwitch"
+        ],
+        "variant": "clear"
+      },
+      {
+        "id": "highPrioritySwitch",
+        "component": "SwitchItem",
+        "label": "High-priority only",
+        "description": "Narrow list to P1 / Urgent",
+        "name": "highPriorityOnly"
+      },
+      {
+        "id": "filterHint",
+        "component": "TextContent",
+        "text": "Toggle to filter the 5 recent tickets below",
+        "size": "small"
+      },
+      {
+        "id": "ticketsTableCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "ticketsHeader",
+          "ticketsTable"
+        ]
+      },
+      {
+        "id": "ticketsHeader",
+        "component": "CardHeader",
+        "title": "Five Most Recent Tickets",
+        "subtitle": "Newest first • Priority shown for each"
+      },
+      {
+        "id": "ticketsTable",
+        "component": "Table",
+        "columns": [
+          "colId",
+          "colSubject",
+          "colPriority",
+          "colStatus",
+          "colCreated"
+        ]
+      },
+      {
+        "id": "colId",
+        "component": "Col",
+        "label": "Ticket ID",
+        "data": [
+          "T-1842",
+          "T-1841",
+          "T-1840",
+          "T-1839",
+          "T-1838"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colSubject",
+        "component": "Col",
+        "label": "Subject",
+        "data": [
+          "SSO login fails for Okta users",
+          "Invoice PDF not generating",
+          "Chat widget overlaps footer on mobile",
+          "API rate limit errors spiking",
+          "Password reset email delayed"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colPriority",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "High",
+          "Medium",
+          "Low",
+          "High",
+          "Medium"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Open",
+          "Open",
+          "Pending",
+          "Open",
+          "Open"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colCreated",
+        "component": "Col",
+        "label": "Created",
+        "data": [
+          "08:42 AM",
+          "08:31 AM",
+          "08:15 AM",
+          "07:58 AM",
+          "07:44 AM"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "newTicketSection",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "newTicketHint",
+          "newTicketDialog"
+        ]
+      },
+      {
+        "id": "newTicketHint",
+        "component": "TextContent",
+        "text": "Need to log something new? Create a ticket without leaving this view.",
+        "size": "small"
+      },
+      {
+        "id": "newTicketDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Open New Ticket",
+        "title": "Create New Ticket",
+        "description": "Add a ticket to the queue. It will appear in the recent list.",
+        "triggerVariant": "default",
+        "content": [
+          "newTicketForm"
+        ]
+      },
+      {
+        "id": "newTicketForm",
+        "component": "Form",
+        "name": "newTicketForm",
+        "fields": [
+          "subjectControl",
+          "priorityControl",
+          "descriptionControl"
+        ],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "subjectControl",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subjectInput"
+      },
+      {
+        "id": "subjectInput",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "Brief summary of the issue"
+      },
+      {
+        "id": "priorityControl",
+        "component": "FormControl",
+        "label": "Priority",
+        "input": "prioritySelect"
+      },
+      {
+        "id": "prioritySelect",
+        "component": "Select",
+        "name": "priority",
+        "placeholder": "Select priority",
+        "items": [
+          "pHigh",
+          "pMedium",
+          "pLow"
+        ]
+      },
+      {
+        "id": "pHigh",
+        "component": "SelectItem",
+        "value": "high",
+        "label": "High — P1 Urgent"
+      },
+      {
+        "id": "pMedium",
+        "component": "SelectItem",
+        "value": "medium",
+        "label": "Medium — P2"
+      },
+      {
+        "id": "pLow",
+        "component": "SelectItem",
+        "value": "low",
+        "label": "Low — P3"
+      },
+      {
+        "id": "descriptionControl",
+        "component": "FormControl",
+        "label": "Description",
+        "hint": "Include steps to reproduce or customer impact",
+        "input": "descriptionArea"
+      },
+      {
+        "id": "descriptionArea",
+        "component": "TextArea",
+        "name": "description",
+        "placeholder": "Describe the issue...",
+        "rows": 4
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "buttons": [
+          "submitBtn",
+          "cancelBtn"
+        ]
+      },
+      {
+        "id": "submitBtn",
+        "component": "Button",
+        "label": "Create Ticket",
+        "variant": "primary"
+      },
+      {
+        "id": "cancelBtn",
+        "component": "Button",
+        "label": "Cancel",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..0ae1443d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r3.txt
@@ -0,0 +1,15 @@
+Your Support Lead Morning View is ready — covering all 5 items in one screen:
+
+**1** Open tickets • **2** Avg first-response • **3** 5 recent tickets with priority • **4** High-priority filter • **5** New ticket
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Support Console"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning-view","components":[{"id":"root","component":"Card","children":["header","calloutInfo","statsRow","ticketSection","newTicketDialog"],"direction":"column","gap":"m","variant":"clear"},{"id":"header","component":"CardHeader","title":"Support Lead — Morning View","subtitle":"Tuesday, Aug 18 • 8:30 AM • All queues"},{"id":"calloutInfo","component":"Callout","variant":"info","title":"Morning snapshot","description":"Snapshot as of 8:30 AM. 4 tickets breached SLA overnight — review urgent queue first."},{"id":"statsRow","component":"Card","children":["statOpen","statResponse"],"direction":"row","gap":"m","variant":"clear"},{"id":"statOpen","component":"Card","children":["statOpenLabel","statOpenValue","statOpenSub"],"variant":"card","direction":"column","gap":"xs"},{"id":"statResponse","component":"Card","children":["statResponseLabel","statResponseValue","progressSla","statResponseSub"],"variant":"card","direction":"column","gap":"xs"},{"id":"statOpenLabel","component":"TextContent","text":"**OPEN TICKETS**","size":"small"},{"id":"statOpenValue","component":"Heading","text":"42","level":"h1"},{"id":"statOpenSub","component":"TextContent","text":"↑ 3 since yesterday • 12 unassigned • 4 overdue","size":"small"},{"id":"statResponseLabel","component":"TextContent","text":"**AVG FIRST-RESPONSE TIME**","size":"small"},{"id":"statResponseValue","component":"Heading","text":"1h 23m","level":"h1"},{"id":"progressSla","component":"Progress","value":69,"label":"69% of 2h SLA target used — within target"},{"id":"statResponseSub","component":"TextContent","text":"SLA target: 2h • Yesterday: 1h 41m • Best this week: 58m","size":"small"},{"id":"ticketSection","component":"Card","children":["ticketHeader","filterRow","ticketTable"],"variant":"card","direction":"column","gap":"m"},{"id":"ticketHeader","component":"CardHeader","title":"Five Most Recent Tickets","subtitle":"Newest first — priority shown for each"},{"id":"filterRow","component":"Card","children":["filterLabel","filterSwitchGroup"],"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},{"id":"filterLabel","component":"TextContent","text":"**Filter view** — toggle to narrow list","size":"small"},{"id":"filterSwitchGroup","component":"SwitchGroup","name":"priorityFilter","items":["switchHigh"],"variant":"clear"},{"id":"switchHigh","component":"SwitchItem","name":"highOnly","label":"High-priority only","description":"Show only High & Urgent tickets"},{"id":"ticketTable","component":"Table","columns":["colTicket","colPriority","colStatus","colCreated"]},{"id":"colTicket","component":"Col","label":"Ticket","data":["#4829 — Login loop on SSO","#4828 — Invoice PDF not generating","#4827 — API 500 on /v2/orders","#4826 — Urgent: Payments webhook failing","#4825 — Feature request: bulk export"],"type":"string"},{"id":"colPriority","component":"Col","label":"Priority","data":["High","Medium","Low","Urgent","Low"],"type":"string"},{"id":"colStatus","component":"Col","label":"Status","data":["Open","Open","Waiting on customer","Open","Open"],"type":"string"},{"id":"colCreated","component":"Col","label":"Created","data":["09:12 AM Today","08:47 AM Today","08:15 AM Today","07:58 AM Today","07:33 AM Today"],"type":"string"},{"id":"newTicketDialog","component":"DialogBlock","triggerLabel":"+ Open New Ticket","title":"Open a New Ticket","description":"Add a ticket to the queue. It will appear in the recent list and update open count.","content":["newTicketForm"],"triggerVariant":"default"},{"id":"newTicketForm","component":"Form","name":"newTicketForm","fields":["fcSubject","fcPriority","fcDetails"],"buttons":"formButtons"},{"id":"fcSubject","component":"FormControl","label":"Subject","input":"inputSubject","hint":"Brief summary for the queue"},{"id":"fcPriority","component":"FormControl","label":"Priority","input":"selectPriority"},{"id":"fcDetails","component":"FormControl","label":"Details","input":"textDetails","hint":"Include steps to reproduce, customer, and impact"},{"id":"inputSubject","component":"Input","name":"subject","placeholder":"e.g., Checkout error for EU customers"},{"id":"selectPriority","component":"Select","name":"priority","items":["siLow","siMedium","siHigh","siUrgent"],"placeholder":"Select priority"},{"id":"siLow","component":"SelectItem","value":"low","label":"Low"},{"id":"siMedium","component":"SelectItem","value":"medium","label":"Medium"},{"id":"siHigh","component":"SelectItem","value":"high","label":"High"},{"id":"siUrgent","component":"SelectItem","value":"urgent","label":"Urgent"},{"id":"textDetails","component":"TextArea","name":"details","placeholder":"Describe the issue...","rows":4},{"id":"formButtons","component":"Buttons","buttons":["btnSubmit","btnCancel"],"direction":"row"},{"id":"btnSubmit","component":"Button","label":"Create Ticket","variant":"primary"},{"id":"btnCancel","component":"Button","label":"Cancel","variant":"secondary"}]}}</a2ui-json>
+
+All 5 requirements mapped to the UI:
+
+1. **Open tickets** → Large stat card `42` at top-left
+2. **Average first-response** → `1h 23m` stat with SLA progress bar
+3. **Five most recent tickets with priority** → Table with Ticket / Priority / Status / Created
+4. **Narrow to high-priority only** → `High-priority only` switch in the ticket section header (filters to High & Urgent)
+5. **Open a new ticket** → `+ Open New Ticket` button opens dialog with Subject, Priority, and Details form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..911e38617
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b2-support__r4.txt
@@ -0,0 +1,369 @@
+Support Lead morning view — all 5 requirements covered in one screen:
+
+* **Open tickets + Avg response** as headline KPIs
+* **5 most recent tickets** with priority column
+* **High-priority toggle** to filter
+* **Open New Ticket** dialog
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-lead-morning-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F62FE",
+      "agentDisplayName": "Support Console"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-lead-morning-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "children": [
+          "header",
+          "statsContainer",
+          "controlsCard",
+          "ticketsCard",
+          "helpText"
+        ],
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l"
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Support Lead — Morning View",
+        "subtitle": "Monday, Aug 18 • 08:30 AM • Queue overview for the day"
+      },
+      {
+        "id": "statsContainer",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "statOpen",
+          "statResponse"
+        ]
+      },
+      {
+        "id": "statOpen",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "statOpenLabel",
+          "statOpenValue",
+          "statOpenHint"
+        ],
+        "gap": "xs"
+      },
+      {
+        "id": "statOpenLabel",
+        "component": "TextContent",
+        "text": "Open Tickets",
+        "size": "small"
+      },
+      {
+        "id": "statOpenValue",
+        "component": "Heading",
+        "text": "47",
+        "level": "h1"
+      },
+      {
+        "id": "statOpenHint",
+        "component": "TextContent",
+        "text": "12 awaiting assignment • 35 in progress • +5 vs yesterday",
+        "size": "small"
+      },
+      {
+        "id": "statResponse",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "statResponseLabel",
+          "statResponseValue",
+          "statResponseHint"
+        ],
+        "gap": "xs"
+      },
+      {
+        "id": "statResponseLabel",
+        "component": "TextContent",
+        "text": "Avg. First-Response Time",
+        "size": "small"
+      },
+      {
+        "id": "statResponseValue",
+        "component": "Heading",
+        "text": "1h 42m",
+        "level": "h1"
+      },
+      {
+        "id": "statResponseHint",
+        "component": "TextContent",
+        "text": "SLA target: 2h • 89% within SLA • Median 58m",
+        "size": "small"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "sunk",
+        "children": [
+          "controlsTitle",
+          "controlsRow"
+        ],
+        "gap": "m"
+      },
+      {
+        "id": "controlsTitle",
+        "component": "TextContent",
+        "text": "**Filters & Actions** — Toggle to narrow the list below, or create a ticket",
+        "size": "small"
+      },
+      {
+        "id": "controlsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "wrap": true,
+        "children": [
+          "filterSwitchGroup",
+          "newTicketDialog"
+        ]
+      },
+      {
+        "id": "filterSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "priorityFilter",
+        "items": [
+          "highOnlySwitch"
+        ],
+        "variant": "card"
+      },
+      {
+        "id": "highOnlySwitch",
+        "component": "SwitchItem",
+        "name": "highOnly",
+        "label": "High-priority only",
+        "description": "Show only P1 / High priority tickets"
+      },
+      {
+        "id": "newTicketDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "+ Open New Ticket",
+        "title": "Open a New Ticket",
+        "description": "Create a ticket and it will appear in the queue instantly.",
+        "triggerVariant": "default",
+        "content": [
+          "newTicketForm"
+        ]
+      },
+      {
+        "id": "newTicketForm",
+        "component": "Form",
+        "name": "newTicketForm",
+        "fields": [
+          "fieldSubject",
+          "fieldPriority",
+          "fieldDescription"
+        ],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "buttons": [
+          "submitBtn"
+        ]
+      },
+      {
+        "id": "submitBtn",
+        "component": "Button",
+        "label": "Create Ticket",
+        "variant": "primary"
+      },
+      {
+        "id": "fieldSubject",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "inputSubject",
+        "hint": "Brief summary for the queue"
+      },
+      {
+        "id": "inputSubject",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Checkout payment fails on retry"
+      },
+      {
+        "id": "fieldPriority",
+        "component": "FormControl",
+        "label": "Priority",
+        "input": "selectPriority"
+      },
+      {
+        "id": "selectPriority",
+        "component": "Select",
+        "name": "priority",
+        "placeholder": "Select priority",
+        "items": [
+          "optHigh",
+          "optMedium",
+          "optLow"
+        ]
+      },
+      {
+        "id": "optHigh",
+        "component": "SelectItem",
+        "value": "high",
+        "label": "High — P1 Urgent"
+      },
+      {
+        "id": "optMedium",
+        "component": "SelectItem",
+        "value": "medium",
+        "label": "Medium — P2"
+      },
+      {
+        "id": "optLow",
+        "component": "SelectItem",
+        "value": "low",
+        "label": "Low — P3"
+      },
+      {
+        "id": "fieldDescription",
+        "component": "FormControl",
+        "label": "Description",
+        "input": "textAreaDesc"
+      },
+      {
+        "id": "textAreaDesc",
+        "component": "TextArea",
+        "name": "description",
+        "placeholder": "Describe the issue, customer, and steps to reproduce...",
+        "rows": 3
+      },
+      {
+        "id": "ticketsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "ticketsHeader",
+          "ticketsTable",
+          "ticketsFooter"
+        ],
+        "gap": "m"
+      },
+      {
+        "id": "ticketsHeader",
+        "component": "CardHeader",
+        "title": "Five Most Recent Tickets",
+        "subtitle": "Sorted by newest first • Priority shown for each"
+      },
+      {
+        "id": "ticketsTable",
+        "component": "Table",
+        "columns": [
+          "colId",
+          "colSubject",
+          "colPriority",
+          "colCreated",
+          "colStatus"
+        ]
+      },
+      {
+        "id": "colId",
+        "component": "Col",
+        "label": "Ticket",
+        "data": [
+          "#8421",
+          "#8420",
+          "#8419",
+          "#8418",
+          "#8417"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colSubject",
+        "component": "Col",
+        "label": "Subject",
+        "data": [
+          "Checkout payment fails on retry",
+          "SSO login loop for Acme Corp",
+          "Data export CSV truncated",
+          "Mobile app crash on iOS 17.4",
+          "Billing invoice not generated"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colPriority",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "High",
+          "High",
+          "Medium",
+          "Low",
+          "High"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colCreated",
+        "component": "Col",
+        "label": "Created",
+        "data": [
+          "Today 08:12",
+          "Today 07:55",
+          "Today 07:40",
+          "Yesterday 18:20",
+          "Yesterday 17:05"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Open",
+          "Open",
+          "Open",
+          "Open",
+          "Open"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "ticketsFooter",
+        "component": "TextContent",
+        "text": "Tip: Enable **High-priority only** above to narrow this list to the 3 High tickets (#8421, #8420, #8417).",
+        "size": "small"
+      },
+      {
+        "id": "helpText",
+        "component": "Alert",
+        "title": "Morning triage ready",
+        "description": "47 open tickets, 1h 42m avg first response. 3 of the 5 newest are High priority — consider assigning #8421 first.",
+        "variant": "info"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..8fc4fe170
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,13 @@
+Single-screen day view for the front desk — all 7 requirements covered:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7C6B","agentDisplayName":"Clinic Front Desk"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"component":"Card","id":"root","children":["header","dateNavCard","statsRow","nextPatientAlert","appointmentsCard","separator1","followUpBlock"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Reception — Day View","subtitle":"Tuesday, August 18, 2026 • 8:42 AM • Front Desk"},{"component":"Card","id":"dateNavCard","children":["datePicker","navButtons"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"DatePicker","id":"datePicker","name":"selectedDay","mode":"single","value":["2026-08-18"]},{"component":"Buttons","id":"navButtons","buttons":["btnPrev","btnToday","btnNext"],"direction":"row"},{"component":"Button","id":"btnPrev","label":"‹ Previous Day","variant":"secondary"},{"component":"Button","id":"btnToday","label":"Today","variant":"primary"},{"component":"Button","id":"btnNext","label":"Next Day ›","variant":"secondary"},{"component":"Card","id":"statsRow","children":["statExpectedCard","statNoShowCard","statRoomsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"statExpectedCard","children":["statExpectedTitle","statExpectedValue","statExpectedSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"statExpectedTitle","text":"Expected Today","size":"small"},{"component":"Heading","id":"statExpectedValue","text":"8 patients","level":"h2"},{"component":"TextContent","id":"statExpectedSub","text":"09:00 AM — 03:30 PM • 1 checked in, 1 waiting","size":"small"},{"component":"Card","id":"statNoShowCard","children":["statNoShowTitle","statNoShowValue","statNoShowProgress","statNoShowSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"statNoShowTitle","text":"No-Show Rate — This Month","size":"small"},{"component":"Heading","id":"statNoShowValue","text":"7.4%","level":"h2"},{"component":"Progress","id":"statNoShowProgress","value":7.4,"label":"7.4% no-shows (18 of 243)"},{"component":"TextContent","id":"statNoShowSub","text":"Down from 9.1% last month","size":"small"},{"component":"Card","id":"statRoomsCard","children":["statRoomsTitle","statRoomsValue","statRoomsTags","statRoomsSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"statRoomsTitle","text":"Rooms Free Right Now","size":"small"},{"component":"Heading","id":"statRoomsValue","text":"2 of 4 free","level":"h2"},{"component":"TagBlock","id":"statRoomsTags","tags":["Room 3 • Free","Room 4 • Free","Room 1 • Occupied","Room 2 • Called"]},{"component":"TextContent","id":"statRoomsSub","text":"Updated just now • Tap room to assign","size":"small"},{"component":"Alert","id":"nextPatientAlert","title":"Next Patient Called — Now Serving","description":"Emily Carter • 10:30 AM • Room 2 • Dr. Alvarez — Please proceed to Room 2","variant":"info"},{"component":"Card","id":"appointmentsCard","children":["appointmentsHeader","appointmentsTable","checkInForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"appointmentsHeader","title":"Today's Appointments","subtitle":"8 appointments • Times and patient names • Status updates live"},{"component":"Table","id":"appointmentsTable","columns":["colTime","colPatient","colRoom","colStatus"]},{"component":"Col","id":"colTime","label":"Time","data":["09:00 AM","09:30 AM","10:00 AM","10:30 AM","11:00 AM","01:00 PM","02:30 PM","03:30 PM"],"type":"string"},{"component":"Col","id":"colPatient","label":"Patient","data":["James Wilson","Sofia Martinez","David Chen","Emily Carter","Aisha Patel","Robert Kim","Linda Thompson","Michael Brown"],"type":"string"},{"component":"Col","id":"colRoom","label":"Room","data":["Room 1","Room 3","Room 1","Room 2","Room 3","Room 1","Room 2","Room 4"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✓ Checked In","✓ Checked In","Waiting","→ CALLED - NEXT","Scheduled","Scheduled","Scheduled","Scheduled"],"type":"string"},{"component":"Form","id":"checkInForm","name":"checkInForm","fields":["checkInControl"],"buttons":"checkInButtons"},{"component":"FormControl","id":"checkInControl","label":"Check a patient in","hint":"Select scheduled patient and confirm arrival","input":"patientSelect"},{"component":"Select","id":"patientSelect","name":"patientToCheckIn","placeholder":"Select patient...","items":["selItem1","selItem2","selItem3","selItem4"]},{"component":"SelectItem","id":"selItem1","value":"aisha_patel_11am","label":"Aisha Patel — 11:00 AM — Room 3"},{"component":"SelectItem","id":"selItem2","value":"robert_kim_1pm","label":"Robert Kim — 01:00 PM — Room 1"},{"component":"SelectItem","id":"selItem3","value":"linda_thompson_230pm","label":"Linda Thompson — 02:30 PM — Room 2"},{"component":"SelectItem","id":"selItem4","value":"michael_brown_330pm","label":"Michael Brown — 03:30 PM — Room 4"},{"component":"Buttons","id":"checkInButtons","buttons":["checkInBtn"],"direction":"row"},{"component":"Button","id":"checkInBtn","label":"Check In Patient","variant":"primary"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUp1","followUp2"]},{"component":"FollowUpItem","id":"followUp1","text":"Call no-show: David Chen (10:00 AM)"},{"component":"FollowUpItem","id":"followUp2","text":"Print today's schedule"}]}}</a2ui-json>
+
+**Screen covers all 7 items:**
+1. **Today's appointments** — Table with times + patient names (09:00 James Wilson → 03:30 Michael Brown)
+2. **Expected patients** — Stat card: *8 patients* today
+3. **No-show rate** — Stat card: *7.4% this month* with progress bar
+4. **Rooms free now** — Stat card: *2 of 4 free* (Room 3, Room 4) with tags
+5. **Next patient called** — Blue alert banner: *Emily Carter • 10:30 AM • Room 2*
+6. **Check-in** — Form dropdown + *Check In Patient* button at bottom of appointments
+7. **Move to another day** — Top bar with DatePicker (2026-08-18) + Previous / Today / Next buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..b83277bfb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,5 @@
+Reception day view — all 7 items covered in one screen for fast check-in and room management.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day","components":[{"component":"Card","id":"root","children":["header","statsRow","nextPatientCallout","mainRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Clinic Reception — Day View","subtitle":"Tuesday, Aug 18, 2026 • Front Desk • Main Clinic • 10:15 AM"},{"component":"Card","id":"statsRow","children":["expectedCard","noshowCard","roomsFreeCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"expectedCard","children":["expectedHeading","expectedCount","expectedSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"noshowCard","children":["noshowHeading","noshowRate","noshowProgress","noshowSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"roomsFreeCard","children":["roomsFreeHeading","roomsFreeTags","roomsFreeSub"],"variant":"card","gap":"xs"},{"component":"Callout","id":"nextPatientCallout","variant":"info","title":"Next Patient Called — 10:30 AM","description":"Maria Santos → Room 2 • Dr. Chen • Status: CALLED • Please proceed to Room 2. On deck: Robert Kim at 11:00 AM."},{"component":"Card","id":"mainRow","children":["appointmentsCard","sideColumn"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"appointmentsCard","children":["appointmentsHeader","appointmentsTable","checkInForm"],"variant":"card","gap":"m"},{"component":"Card","id":"sideColumn","children":["dayNavCard","roomsDetailCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Heading","id":"expectedHeading","text":"Expected Today","level":"h4"},{"component":"TextContent","id":"expectedCount","text":"18 patients","size":"large-heavy"},{"component":"TextContent","id":"expectedSub","text":"6 checked in • 1 in room • 11 remaining • 2 no-shows excluded","size":"small"},{"component":"Heading","id":"noshowHeading","text":"No-Show Rate — August","level":"h4"},{"component":"TextContent","id":"noshowRate","text":"8.2%","size":"large-heavy"},{"component":"Progress","id":"noshowProgress","value":8.2,"label":"8.2% of 214 appointments this month"},{"component":"TextContent","id":"noshowSub","text":"214 appts • 18 no-shows • Down from 9.5% in July","size":"small"},{"component":"Heading","id":"roomsFreeHeading","text":"Rooms Free Right Now","level":"h4"},{"component":"TagBlock","id":"roomsFreeTags","tags":["Room 1 — Free","Room 3 — Free","Room 5 — Free"]},{"component":"TextContent","id":"roomsFreeSub","text":"3 of 6 rooms available at 10:15 AM","size":"small"},{"component":"CardHeader","id":"appointmentsHeader","title":"Today's Appointments","subtitle":"Times & patient names • 18 scheduled today"},{"component":"Table","id":"appointmentsTable","columns":["colTime","colPatient","colStatus","colRoom"]},{"component":"Col","id":"colTime","label":"Time","data":["08:30 AM","09:00 AM","09:30 AM","10:00 AM","10:30 AM","11:00 AM","11:30 AM","01:00 PM"],"type":"string"},{"component":"Col","id":"colPatient","label":"Patient","data":["James Wilson","Aisha Khan","David Park","Linda Garcia","Maria Santos","Robert Kim","Sarah Chen","Emily Torres"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["✓ Checked In","In Room","Waiting","Waiting","CALLED → Rm 2","Scheduled","Scheduled","Scheduled"],"type":"string"},{"component":"Col","id":"colRoom","label":"Room","data":["Room 1","Room 4","—","—","Room 2","—","—","—"],"type":"string"},{"component":"Form","id":"checkInForm","name":"checkInForm","buttons":"checkInButtons","fields":["fieldPatientSelect","fieldRoomSelect"]},{"component":"Buttons","id":"checkInButtons","buttons":["btnCheckIn"],"direction":"row"},{"component":"Button","id":"btnCheckIn","label":"Check In Patient","variant":"primary"},{"component":"FormControl","id":"fieldPatientSelect","label":"Check a patient in","input":"selectPatient","hint":"Select waiting patient, then assign room if needed"},{"component":"Select","id":"selectPatient","name":"patient","placeholder":"Choose patient to check in","items":["selectItem_Maria","selectItem_James","selectItem_Aisha","selectItem_David","selectItem_Linda"]},{"component":"SelectItem","id":"selectItem_Maria","value":"maria_santos_1030","label":"10:30 AM — Maria Santos (Called)"},{"component":"SelectItem","id":"selectItem_James","value":"james_wilson_0830","label":"08:30 AM — James Wilson"},{"component":"SelectItem","id":"selectItem_Aisha","value":"aisha_khan_0900","label":"09:00 AM — Aisha Khan"},{"component":"SelectItem","id":"selectItem_David","value":"david_park_0930","label":"09:30 AM — David Park"},{"component":"SelectItem","id":"selectItem_Linda","value":"linda_garcia_1000","label":"10:00 AM — Linda Garcia"},{"component":"FormControl","id":"fieldRoomSelect","label":"Assign Room (optional)","input":"selectRoom"},{"component":"Select","id":"selectRoom","name":"room","placeholder":"Auto-assign if empty","items":["selectRoomItem2","selectRoomItem4","selectRoomItem6"]},{"component":"SelectItem","id":"selectRoomItem2","value":"room2","label":"Room 2 — for Maria Santos"},{"component":"SelectItem","id":"selectRoomItem4","value":"room4","label":"Room 4 — Occupied (Aisha Khan)"},{"component":"SelectItem","id":"selectRoomItem6","value":"room6","label":"Room 6 — Cleaning"},{"component":"Card","id":"dayNavCard","children":["dayNavHeader","calendarBlock","navButtons"],"variant":"sunk","gap":"s"},{"component":"CardHeader","id":"dayNavHeader","title":"Move to Another Day","subtitle":"Pick a date or step day-by-day"},{"component":"CalendarBlock","id":"calendarBlock","mode":"single","defaultMonth":"2026-08-18","numberOfMonths":1,"captionLayout":"dropdown"},{"component":"Buttons","id":"navButtons","buttons":["btnPrev","btnToday","btnNext"],"direction":"row"},{"component":"Button","id":"btnPrev","label":"← Previous Day","variant":"secondary"},{"component":"Button","id":"btnToday","label":"Today","variant":"secondary"},{"component":"Button","id":"btnNext","label":"Next Day →","variant":"secondary"},{"component":"Card","id":"roomsDetailCard","children":["roomsDetailHeader","roomsList"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"roomsDetailHeader","title":"Room Status — Now (10:15 AM)","subtitle":"Free vs occupied at a glance"},{"component":"ListBlock","id":"roomsList","items":["roomItem1","roomItem2","roomItem3","roomItem4","roomItem5","roomItem6"],"variant":"number"},{"component":"ListItem","id":"roomItem1","title":"Room 1 — FREE","subtitle":"Available • Last: James Wilson 08:30"},{"component":"ListItem","id":"roomItem2","title":"Room 2 — CALLED","subtitle":"Maria Santos • 10:30 AM • Dr. Chen"},{"component":"ListItem","id":"roomItem3","title":"Room 3 — FREE","subtitle":"Available • Cleaned 09:45 AM"},{"component":"ListItem","id":"roomItem4","title":"Room 4 — OCCUPIED","subtitle":"Aisha Khan • In visit since 09:10"},{"component":"ListItem","id":"roomItem5","title":"Room 5 — FREE","subtitle":"Available"},{"component":"ListItem","id":"roomItem6","title":"Room 6 — CLEANING","subtitle":"Unavailable until 10:30 AM"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..036feeeaa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,15 @@
+Clinic reception day view — all 7 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7A6B","agentDisplayName":"Clinic Reception"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"component":"Card","id":"root","children":["headerCard","statsRow","nextPatientCard","mainRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerHeading","headerDateText","dateNavRow"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"headerHeading","text":"Clinic Reception — Day View","level":"h2"},{"component":"TextContent","id":"headerDateText","text":"**Tuesday, August 18, 2026** • Front Desk • Dr. Patel & Dr. Kim","size":"small"},{"component":"Card","id":"dateNavRow","children":["dateNavButtons","datePickerControl"],"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Buttons","id":"dateNavButtons","buttons":["btnPrev","btnNext"],"direction":"row"},{"component":"Button","id":"btnPrev","label":"◀ Yesterday","variant":"secondary"},{"component":"Button","id":"btnNext","label":"Tomorrow ▶","variant":"secondary"},{"component":"FormControl","id":"datePickerControl","label":"Jump to day","input":"datePicker","hint":"Pick any date to view appointments"},{"component":"DatePicker","id":"datePicker","name":"selectedDate","mode":"single"},{"component":"Card","id":"statsRow","children":["expectedCard","noShowCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"expectedCard","children":["expectedHeader","expectedText","expectedBadge"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"expectedHeader","title":"Expected Today","subtitle":"Item 2 — Patient volume"},{"component":"TextContent","id":"expectedText","text":"# 14 patients\nScheduled for today","size":"large"},{"component":"Badge","id":"expectedBadge","text":"12 confirmed • 2 walk-in slots","variant":"secondary"},{"component":"Card","id":"noShowCard","children":["noShowHeader","noShowProgress","noShowText"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"noShowHeader","title":"No-Show Rate","subtitle":"Item 3 — This month (August)"},{"component":"Progress","id":"noShowProgress","value":8.4,"label":"8.4% no-shows"},{"component":"TextContent","id":"noShowText","text":"8.4% (11 of 131 appointments) • Down from 11.2% in July • Target <10%","size":"small"},{"component":"Card","id":"nextPatientCard","children":["nextPatientHeader","nextPatientCallout"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"nextPatientHeader","title":"Now Calling","subtitle":"Item 5 — Next patient called out"},{"component":"Callout","id":"nextPatientCallout","variant":"info","title":"▶ Sofia Martinez — 10:30 AM → Room 2 (Dr. Patel)","description":"Please proceed to Room 2. Status: Checked in at 10:22 AM. Next after: Ethan Moore at 11:00 AM."},{"component":"Card","id":"mainRow","children":["appointmentsCard","sideColumn"],"variant":"clear","direction":"row","gap":"m","align":"start"},{"component":"Card","id":"appointmentsCard","children":["appointmentsHeader","appointmentsTable","appointmentsHint"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"appointmentsHeader","title":"Today's Appointments","subtitle":"Item 1 — Times & patient names • August 18, 2026"},{"component":"Table","id":"appointmentsTable","columns":["colTime","colPatient","colProvider","colRoom","colStatus"]},{"component":"Col","id":"colTime","label":"Time","data":["08:30","09:00","09:30","10:00","10:30","11:00","11:30","13:00","13:30","14:00","14:30","15:00"],"type":"string"},{"component":"Col","id":"colPatient","label":"Patient","data":["Emma Johnson","Liam Smith","Olivia Brown","Noah Davis","Sofia Martinez","Ethan Moore","Isabella Taylor","Mason Anderson","James Thomas","Charlotte Lee","Amelia White","Harper Garcia"],"type":"string"},{"component":"Col","id":"colProvider","label":"Provider","data":["Dr. Patel","Dr. Patel","Dr. Kim","Dr. Kim","Dr. Patel","Dr. Kim","Dr. Patel","Dr. Kim","Dr. Patel","Dr. Kim","Dr. Patel","Dr. Kim"],"type":"string"},{"component":"Col","id":"colRoom","label":"Room","data":["Room 1","Room 1","Room 2","Room 2","Room 2","Room 3","Room 3","Room 4","Room 4","Room 1","Room 3","Room 1"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Checked In","Checked In","Waiting","Scheduled","NEXT UP","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled"],"type":"string"},{"component":"TextContent","id":"appointmentsHint","text":"Tap Check-In (right panel) to update status. NEXT UP is highlighted and announced above.","size":"small"},{"component":"Card","id":"sideColumn","children":["roomsCard","checkInCard"],"variant":"clear","direction":"column","gap":"m"},{"component":"Card","id":"roomsCard","children":["roomsHeader","roomsListBlock","roomsTagBlock"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"roomsHeader","title":"Rooms — Free Right Now","subtitle":"Item 4 — Live at 10:25 AM"},{"component":"ListBlock","id":"roomsListBlock","items":["room1","room2","room3","room4","room5","room6"],"variant":"number"},{"component":"ListItem","id":"room1","title":"Room 1 — Occupied","subtitle":"Emma Johnson (08:30) with Dr. Patel"},{"component":"ListItem","id":"room2","title":"Room 2 — CALLING NEXT","subtitle":"Sofia Martinez (10:30) — please send in"},{"component":"ListItem","id":"room3","title":"Room 3 — FREE","subtitle":"Available now • Next: Ethan Moore 11:00"},{"component":"ListItem","id":"room4","title":"Room 4 — Occupied","subtitle":"Mason Anderson (13:00) early check-in"},{"component":"ListItem","id":"room5","title":"Room 5 — FREE","subtitle":"Available now"},{"component":"ListItem","id":"room6","title":"Room 6 — FREE","subtitle":"Available now — cleaning complete"},{"component":"TagBlock","id":"roomsTagBlock","tags":["3 FREE: Room 3, Room 5, Room 6","3 OCCUPIED: Room 1, 2, 4"]},{"component":"Card","id":"checkInCard","children":["checkInHeader","checkInForm"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"checkInHeader","title":"Check-In Patient","subtitle":"Item 6 — Check a patient in"},{"component":"Form","id":"checkInForm","name":"checkInForm","fields":["fcPatient","fcTime"],"buttons":"checkInButtons"},{"component":"FormControl","id":"fcPatient","label":"Patient name","input":"inputPatient","hint":"Select from today's list or type walk-in"},{"component":"Input","id":"inputPatient","name":"patientName","placeholder":"e.g., Sofia Martinez"},{"component":"FormControl","id":"fcTime","label":"Appointment time","input":"selectTime","hint":"Choose scheduled time"},{"component":"Select","id":"selectTime","name":"appointmentTime","items":["si0830","si0900","si0930","si1000","si1030","si1100"],"placeholder":"Select time"},{"component":"SelectItem","id":"si0830","value":"08:30","label":"08:30 — Emma Johnson"},{"component":"SelectItem","id":"si0900","value":"09:00","label":"09:00 — Liam Smith"},{"component":"SelectItem","id":"si0930","value":"09:30","label":"09:30 — Olivia Brown"},{"component":"SelectItem","id":"si1000","value":"10:00","label":"10:00 — Noah Davis"},{"component":"SelectItem","id":"si1030","value":"10:30","label":"10:30 — Sofia Martinez (NEXT)"},{"component":"SelectItem","id":"si1100","value":"11:00","label":"11:00 — Ethan Moore"},{"component":"Buttons","id":"checkInButtons","buttons":["btnCheckIn","btnWalkIn"],"direction":"row"},{"component":"Button","id":"btnCheckIn","label":"✓ Check In","variant":"primary"},{"component":"Button","id":"btnWalkIn","label":"Add Walk-In","variant":"secondary"}]}}</a2ui-json>
+
+This single screen covers all 7 requirements:
+
+**1. Today's appointments** — Table with times, patient names, provider & room.
+**2. Expected count** — "14 patients" card at top.
+**3. No-show rate** — 8.4% progress bar for this month.
+**4. Rooms free now** — List + tags showing 3 free (Room 3, 5, 6) vs occupied.
+**5. Next patient** — Blue callout "Sofia Martinez — 10:30 → Room 2".
+**6. Check-in** — Form with patient name + time selector and ✓ Check In button.
+**7. Move to another day** — Yesterday/Tomorrow buttons + DatePicker "Jump to day" in the header.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..477ed8e13
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,4 @@
+Reception Day View — single screen covering all 7 requested items for today's clinic operations.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "clinic-reception-day-view", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0E7C6B", "agentDisplayName": "Clinic Front Desk"}, "sendDataModel": false}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "clinic-reception-day-view", "components": [{"id": "root", "component": "Card", "children": ["headerCard", "statsRow", "nextPatientCard", "appointmentsSection", "checkInCard", "navigationSection"], "variant": "clear", "direction": "column", "gap": "m"}, {"id": "headerCard", "component": "Card", "children": ["headerHeading", "headerSubtext", "headerBadgeRow"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "headerHeading", "component": "Heading", "text": "Reception — Day View", "level": "h2"}, {"id": "headerSubtext", "component": "TextContent", "text": "Monday, August 18, 2026 • Main Clinic • Dr. Chen & Dr. Alvarez Team", "size": "small"}, {"id": "headerBadgeRow", "component": "Card", "children": ["badgeDate", "badgeClinic", "badgeHours"], "variant": "clear", "direction": "row", "gap": "s"}, {"id": "badgeDate", "component": "Badge", "text": "Today: Aug 18", "variant": "secondary"}, {"id": "badgeClinic", "component": "Badge", "text": "08:00 - 17:00", "variant": "outline"}, {"id": "badgeHours", "component": "Badge", "text": "Reception: You", "variant": "default"}, {"id": "statsRow", "component": "Card", "children": ["statExpectedCard", "statNoShowCard", "statRoomsCard"], "variant": "clear", "direction": "row", "gap": "m"}, {"id": "statExpectedCard", "component": "Card", "children": ["statExpectedTitle", "statExpectedValue", "statExpectedSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "statExpectedTitle", "component": "TextContent", "text": "Patients Expected", "size": "small"}, {"id": "statExpectedValue", "component": "Heading", "text": "18", "level": "h1"}, {"id": "statExpectedSub", "component": "TextContent", "text": "Today • 8 shown (08:30-14:00) • 10 later", "size": "small"}, {"id": "statNoShowCard", "component": "Card", "children": ["statNoShowTitle", "statNoShowValue", "statNoShowProgress", "statNoShowSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "statNoShowTitle", "component": "TextContent", "text": "No-Show Rate — This Month", "size": "small"}, {"id": "statNoShowValue", "component": "Heading", "text": "6.8%", "level": "h1"}, {"id": "statNoShowProgress", "component": "Progress", "value": 6.8, "label": "6.8% no-shows (18 of 265 appts)"}, {"id": "statNoShowSub", "component": "TextContent", "text": "Down from 8.1% last month • Target <5%", "size": "small"}, {"id": "statRoomsCard", "component": "Card", "children": ["statRoomsTitle", "statRoomsValue", "statRoomsTags", "statRoomsSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "statRoomsTitle", "component": "TextContent", "text": "Rooms Free Right Now", "size": "small"}, {"id": "statRoomsValue", "component": "Heading", "text": "2 of 4 free", "level": "h3"}, {"id": "statRoomsTags", "component": "TagBlock", "tags": ["Room 3 — Free", "Room 4 — Free", "Room 1 — Occupied", "Room 2 — Occupied"]}, {"id": "statRoomsSub", "component": "TextContent", "text": "Updated 09:28 • Next free: Room 1 at 10:00", "size": "small"}, {"id": "nextPatientCard", "component": "Card", "children": ["nextPatientAlert"], "variant": "clear", "direction": "column", "gap": "none"}, {"id": "nextPatientAlert", "component": "Alert", "title": "Next Patient Called: Emily Carter — 09:30 • Room 2", "description": "Status: CALLED • Please proceed to Room 2. On deck: David Kim (10:00, Room 3). Announcement made at 09:27.", "variant": "info"}, {"id": "appointmentsSection", "component": "Card", "children": ["appointmentsHeader", "appointmentsTable"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "appointmentsHeader", "component": "CardHeader", "title": "Today's Appointments", "subtitle": "Times and patient names • Tap Check In to update status • 09:28 current time"}, {"id": "appointmentsTable", "component": "Table", "columns": ["colTime", "colPatient", "colRoom", "colType", "colStatus"]}, {"id": "colTime", "component": "Col", "label": "Time", "data": ["08:30", "09:00", "09:30", "10:00", "10:30", "11:00", "13:30", "14:00"], "type": "string"}, {"id": "colPatient", "component": "Col", "label": "Patient", "data": ["James Wilson", "Sofia Martinez", "Emily Carter ★ NEXT", "David Kim", "Priya Patel", "Michael Brown", "Linda Nguyen", "Robert Chen"], "type": "string"}, {"id": "colRoom", "component": "Col", "label": "Room", "data": ["Room 1", "Room 2", "Room 2", "Room 3", "Room 1", "Room 3", "Room 1", "Room 2"], "type": "string"}, {"id": "colType", "component": "Col", "label": "Type", "data": ["Follow-up", "New", "Consult", "Physical", "Follow-up", "Consult", "New", "Follow-up"], "type": "string"}, {"id": "colStatus", "component": "Col", "label": "Status", "data": ["Checked In", "Waiting", "CALLED", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"], "type": "string"}, {"id": "checkInCard", "component": "Card", "children": ["checkInHeader", "checkInForm"], "variant": "sunk", "direction": "column", "gap": "s"}, {"id": "checkInHeader", "component": "CardHeader", "title": "Check a Patient In", "subtitle": "Select arriving patient and confirm check-in • Updates status & frees waiting list"}, {"id": "checkInForm", "component": "Form", "name": "checkInForm", "buttons": "checkInButtons", "fields": ["checkInField"]}, {"id": "checkInButtons", "component": "Buttons", "buttons": ["checkInBtn"], "direction": "row"}, {"id": "checkInBtn", "component": "Button", "label": "Check In Patient", "variant": "primary"}, {"id": "checkInField", "component": "FormControl", "label": "Select patient to check in", "input": "checkInSelect", "hint": "Only 'Scheduled' or 'Waiting' patients can be checked in"}, {"id": "checkInSelect", "component": "Select", "name": "patientToCheckIn", "items": ["selSofia", "selDavid", "selPriya", "selMichael", "selLinda", "selRobert"], "placeholder": "Choose patient..."}, {"id": "selSofia", "component": "SelectItem", "value": "sofia_martinez_0900", "label": "09:00 — Sofia Martinez (Room 2)"}, {"id": "selDavid", "component": "SelectItem", "value": "david_kim_1000", "label": "10:00 — David Kim (Room 3)"}, {"id": "selPriya", "component": "SelectItem", "value": "priya_patel_1030", "label": "10:30 — Priya Patel (Room 1)"}, {"id": "selMichael", "component": "SelectItem", "value": "michael_brown_1100", "label": "11:00 — Michael Brown (Room 3)"}, {"id": "selLinda", "component": "SelectItem", "value": "linda_nguyen_1330", "label": "13:30 — Linda Nguyen (Room 1)"}, {"id": "selRobert", "component": "SelectItem", "value": "robert_chen_1400", "label": "14:00 — Robert Chen (Room 2)"}, {"id": "navigationSection", "component": "Card", "children": ["navigationHeader", "navControlsRow"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "navigationHeader", "component": "CardHeader", "title": "Move to Another Day", "subtitle": "Jump to any date or step day-by-day"}, {"id": "navControlsRow", "component": "Card", "children": ["datePickerControl", "navButtons"], "variant": "clear", "direction": "row", "gap": "m", "align": "end"}, {"id": "datePickerControl", "component": "FormControl", "label": "Go to date", "input": "datePickerComp"}, {"id": "datePickerComp", "component": "DatePicker", "name": "selectedDay", "mode": "single", "value": ["2026-08-18"]}, {"id": "navButtons", "component": "Buttons", "buttons": ["btnPrev", "btnToday", "btnNext"], "direction": "row"}, {"id": "btnPrev", "component": "Button", "label": "◀ Previous Day", "variant": "secondary"}, {"id": "btnToday", "component": "Button", "label": "Today", "variant": "tertiary"}, {"id": "btnNext", "component": "Button", "label": "Next Day ▶", "variant": "secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..49f49eb6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r1.txt
@@ -0,0 +1,581 @@
+Your Content Studio is ready — all 8 studio controls on one screen:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "editor-content-studio",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json> <a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "editor-content-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "filterCard",
+          "kpiRow",
+          "draftsCard",
+          "publishedCard",
+          "scheduleCard",
+          "commentsCard",
+          "newDraftCard"
+        ],
+        "variant": "clear"
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Content Studio",
+        "subtitle": "Manage drafts, publishing, and audience — all in one place"
+      },
+      {
+        "id": "filterCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "filterText",
+          "categoryControl"
+        ]
+      },
+      {
+        "id": "filterText",
+        "component": "TextContent",
+        "text": "**Narrow by category** to filter drafts, published pieces, and comments",
+        "size": "small-heavy"
+      },
+      {
+        "id": "categoryControl",
+        "component": "FormControl",
+        "label": "Category",
+        "input": "categorySelect",
+        "hint": "Filters all lists below"
+      },
+      {
+        "id": "categorySelect",
+        "component": "Select",
+        "name": "categoryFilter",
+        "placeholder": "All categories",
+        "items": [
+          "catAll",
+          "catNews",
+          "catCulture",
+          "catTech",
+          "catOpinion",
+          "catSports"
+        ]
+      },
+      {
+        "id": "catAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All categories"
+      },
+      {
+        "id": "catNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "News"
+      },
+      {
+        "id": "catCulture",
+        "component": "SelectItem",
+        "value": "culture",
+        "label": "Culture"
+      },
+      {
+        "id": "catTech",
+        "component": "SelectItem",
+        "value": "tech",
+        "label": "Tech"
+      },
+      {
+        "id": "catOpinion",
+        "component": "SelectItem",
+        "value": "opinion",
+        "label": "Opinion"
+      },
+      {
+        "id": "catSports",
+        "component": "SelectItem",
+        "value": "sports",
+        "label": "Sports"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "mostReadCard",
+          "readershipCard"
+        ]
+      },
+      {
+        "id": "mostReadCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "mostReadHeader",
+          "mostReadTitle",
+          "mostReadMeta",
+          "mostReadTagBlock"
+        ]
+      },
+      {
+        "id": "mostReadHeader",
+        "component": "CardHeader",
+        "title": "Most-Read This Month",
+        "subtitle": "Top performer • June 2026"
+      },
+      {
+        "id": "mostReadTitle",
+        "component": "Heading",
+        "text": "The Quiet Power of Local Libraries",
+        "level": "h3"
+      },
+      {
+        "id": "mostReadMeta",
+        "component": "TextContent",
+        "text": "By Maya Chen • Culture • 42.8K reads • 4.2 min avg. read • Published Jun 3",
+        "size": "small"
+      },
+      {
+        "id": "mostReadTagBlock",
+        "component": "TagBlock",
+        "tags": [
+          "Culture",
+          "#1 in 30 days",
+          "Trending ↑ 18%"
+        ]
+      },
+      {
+        "id": "readershipCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "readershipHeader",
+          "readershipChart"
+        ]
+      },
+      {
+        "id": "readershipHeader",
+        "component": "CardHeader",
+        "title": "Readership — Past 30 Days",
+        "subtitle": "Daily unique readers • May 19 – Jun 18"
+      },
+      {
+        "id": "readershipChart",
+        "component": "LineChart",
+        "labels": [
+          "May 19",
+          "May 24",
+          "May 29",
+          "Jun 03",
+          "Jun 08",
+          "Jun 13",
+          "Jun 18"
+        ],
+        "series": [
+          "readershipSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Readers"
+      },
+      {
+        "id": "readershipSeries",
+        "component": "Series",
+        "category": "Readers",
+        "values": [
+          1240,
+          1820,
+          2150,
+          3420,
+          2780,
+          4120,
+          3860
+        ]
+      },
+      {
+        "id": "draftsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "draftsHeader",
+          "draftsTable"
+        ]
+      },
+      {
+        "id": "draftsHeader",
+        "component": "CardHeader",
+        "title": "Drafts",
+        "subtitle": "5 drafts • status for each"
+      },
+      {
+        "id": "draftsTable",
+        "component": "Table",
+        "columns": [
+          "draftTitleCol",
+          "draftStatusCol",
+          "draftCategoryCol",
+          "draftUpdatedCol"
+        ]
+      },
+      {
+        "id": "draftTitleCol",
+        "component": "Col",
+        "label": "Title",
+        "data": [
+          "The Future of Remote Work",
+          "City Hall's Budget Battle",
+          "A Guide to Fermentation",
+          "Interview: The Climate Architect",
+          "Weekend Escapes: Hudson Valley"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "In Review",
+          "Draft",
+          "Needs Edits",
+          "Ready to Publish",
+          "Pitch"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftCategoryCol",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "Tech",
+          "News",
+          "Culture",
+          "Opinion",
+          "Culture"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftUpdatedCol",
+        "component": "Col",
+        "label": "Updated",
+        "data": [
+          "Jun 17",
+          "Jun 16",
+          "Jun 15",
+          "Jun 14",
+          "Jun 12"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "publishedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "publishedHeader",
+          "publishedTable"
+        ]
+      },
+      {
+        "id": "publishedHeader",
+        "component": "CardHeader",
+        "title": "Published This Week",
+        "subtitle": "4 pieces • Jun 12 – Jun 18"
+      },
+      {
+        "id": "publishedTable",
+        "component": "Table",
+        "columns": [
+          "pubTitleCol",
+          "pubCategoryCol",
+          "pubDateCol",
+          "pubViewsCol"
+        ]
+      },
+      {
+        "id": "pubTitleCol",
+        "component": "Col",
+        "label": "Title",
+        "data": [
+          "Why Downtown Is Coming Back",
+          "The Quiet Power of Local Libraries",
+          "AI Tools Every Reporter Needs",
+          "A Letter From the Editor"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "pubCategoryCol",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "News",
+          "Culture",
+          "Tech",
+          "Opinion"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "pubDateCol",
+        "component": "Col",
+        "label": "Date",
+        "data": [
+          "Jun 17",
+          "Jun 15",
+          "Jun 13",
+          "Jun 12"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "pubViewsCol",
+        "component": "Col",
+        "label": "Views",
+        "data": [
+          8200,
+          12400,
+          5600,
+          3100
+        ],
+        "type": "number"
+      },
+      {
+        "id": "scheduleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "scheduleHeader",
+          "scheduleForm"
+        ]
+      },
+      {
+        "id": "scheduleHeader",
+        "component": "CardHeader",
+        "title": "Schedule a Piece",
+        "subtitle": "Set title and publish date to queue for publishing"
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "scheduleForm",
+        "buttons": "scheduleButtons",
+        "fields": [
+          "fcTitle",
+          "fcDate",
+          "fcCategorySchedule"
+        ]
+      },
+      {
+        "id": "scheduleButtons",
+        "component": "Buttons",
+        "buttons": [
+          "scheduleSubmitBtn"
+        ]
+      },
+      {
+        "id": "scheduleSubmitBtn",
+        "component": "Button",
+        "label": "Schedule Publish",
+        "variant": "primary"
+      },
+      {
+        "id": "fcTitle",
+        "component": "FormControl",
+        "label": "Piece Title",
+        "input": "titleInput",
+        "hint": "e.g., The Summer Reading List"
+      },
+      {
+        "id": "titleInput",
+        "component": "Input",
+        "name": "pieceTitle",
+        "placeholder": "Enter article title",
+        "type": "text"
+      },
+      {
+        "id": "fcDate",
+        "component": "FormControl",
+        "label": "Publish Date",
+        "input": "publishDatePicker",
+        "hint": "Pick a future date"
+      },
+      {
+        "id": "publishDatePicker",
+        "component": "DatePicker",
+        "name": "publishDate",
+        "mode": "single"
+      },
+      {
+        "id": "fcCategorySchedule",
+        "component": "FormControl",
+        "label": "Category",
+        "input": "scheduleCategorySelect"
+      },
+      {
+        "id": "scheduleCategorySelect",
+        "component": "Select",
+        "name": "scheduleCategory",
+        "placeholder": "Select category",
+        "items": [
+          "schedCatNews",
+          "schedCatCulture",
+          "schedCatTech",
+          "schedCatOpinion"
+        ]
+      },
+      {
+        "id": "schedCatNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "News"
+      },
+      {
+        "id": "schedCatCulture",
+        "component": "SelectItem",
+        "value": "culture",
+        "label": "Culture"
+      },
+      {
+        "id": "schedCatTech",
+        "component": "SelectItem",
+        "value": "tech",
+        "label": "Tech"
+      },
+      {
+        "id": "schedCatOpinion",
+        "component": "SelectItem",
+        "value": "opinion",
+        "label": "Opinion"
+      },
+      {
+        "id": "commentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "commentsHeader",
+          "commentsTable"
+        ]
+      },
+      {
+        "id": "commentsHeader",
+        "component": "CardHeader",
+        "title": "Comments Awaiting Reply",
+        "subtitle": "3 comments need your response"
+      },
+      {
+        "id": "commentsTable",
+        "component": "Table",
+        "columns": [
+          "commentArticleCol",
+          "commentAuthorCol",
+          "commentExcerptCol",
+          "commentAgeCol"
+        ]
+      },
+      {
+        "id": "commentArticleCol",
+        "component": "Col",
+        "label": "Article",
+        "data": [
+          "Why Downtown Is Coming Back",
+          "AI Tools Every Reporter Needs",
+          "A Guide to Fermentation"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "commentAuthorCol",
+        "component": "Col",
+        "label": "Author",
+        "data": [
+          "sarah.k",
+          "miguel_r",
+          "ana_lee"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "commentExcerptCol",
+        "component": "Col",
+        "label": "Comment",
+        "data": [
+          "Great reporting — what about transit data?",
+          "Could you share the prompt you used?",
+          "Tried the recipe, amazing! Question on timing…"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "commentAgeCol",
+        "component": "Col",
+        "label": "Waiting",
+        "data": [
+          "2h ago",
+          "5h ago",
+          "1d ago"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "newDraftCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "newDraftText",
+          "newDraftBtn"
+        ]
+      },
+      {
+        "id": "newDraftText",
+        "component": "TextContent",
+        "text": "Ready to write? Start a fresh draft — it appears in Drafts as “Draft”.",
+        "size": "small"
+      },
+      {
+        "id": "newDraftBtn",
+        "component": "Button",
+        "label": "+ Start New Draft",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..4e70f72de
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r2.txt
@@ -0,0 +1,16 @@
+Your Editor's Content Studio is ready — all 8 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"editor-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Editor Studio"}}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"editor-studio","components":[{"component":"Card","id":"root","children":["header","filterCard","actionBar","draftsCard","contentRow","readershipCard","commentsAndScheduleRow","footerCallout"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Editor's Content Studio","subtitle":"Manage drafts, publishing, and audience — all in one place"},{"component":"Card","id":"filterCard","children":["filterLabel","categoryFilter"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},{"component":"TextContent","id":"filterLabel","text":"Narrow by category to filter drafts, published pieces, and analytics","size":"small-heavy"},{"component":"Select","id":"categoryFilter","name":"categoryFilter","placeholder":"All Categories","items":["catAll","catNews","catOpinion","catCulture","catTech","catBusiness"],"value":"All Categories"},{"component":"SelectItem","id":"catAll","value":"All Categories","label":"All Categories"},{"component":"SelectItem","id":"catNews","value":"News","label":"News"},{"component":"SelectItem","id":"catOpinion","value":"Opinion","label":"Opinion"},{"component":"SelectItem","id":"catCulture","value":"Culture","label":"Culture"},{"component":"SelectItem","id":"catTech","value":"Tech","label":"Tech"},{"component":"SelectItem","id":"catBusiness","value":"Business","label":"Business"},{"component":"Card","id":"actionBar","children":["actionBarText","btnNewDraft"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"clear"},{"component":"TextContent","id":"actionBarText","text":"Quick actions","size":"small"},{"component":"Button","id":"btnNewDraft","label":"+ Start New Draft","variant":"primary","size":"medium"},{"component":"Card","id":"draftsCard","children":["draftsHeader","draftsTable","draftsFooterButtons"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"draftsHeader","title":"Drafts — Status Overview","subtitle":"4 drafts • filtered by All Categories"},{"component":"Table","id":"draftsTable","columns":["colTitle","colStatus","colUpdated","colAction"]},{"component":"Col","id":"colTitle","label":"Title","data":["The Future of Remote Work","AI in the Newsroom","Climate Policy Explained","Weekend Culture Guide"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["In Review","Draft","Needs Edits","Draft"],"type":"string"},{"component":"Col","id":"colUpdated","label":"Last Updated","data":["2h ago","Yesterday","Aug 15","Aug 14"],"type":"string"},{"component":"Col","id":"colAction","label":"Category","data":["Business","Tech","News","Culture"],"type":"string"},{"component":"Buttons","id":"draftsFooterButtons","buttons":["btnViewAllDrafts"],"direction":"row"},{"component":"Button","id":"btnViewAllDrafts","label":"View All Drafts","variant":"secondary","size":"small"},{"component":"Card","id":"contentRow","children":["publishedWeekCard","mostReadCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"publishedWeekCard","children":["publishedHeader","publishedList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"publishedHeader","title":"Published This Week","subtitle":"5 pieces • Aug 12–18"},{"component":"ListBlock","id":"publishedList","items":["pub1","pub2","pub3","pub4","pub5"],"variant":"number"},{"component":"ListItem","id":"pub1","title":"City Council Votes on Housing","subtitle":"Aug 14 • 15.2k views • News"},{"component":"ListItem","id":"pub2","title":"Market Shifts After Fed Decision","subtitle":"Aug 16 • 12.4k views • Business"},{"component":"ListItem","id":"pub3","title":"Interview: Architect of the Year","subtitle":"Aug 15 • 8.1k views • Culture"},{"component":"ListItem","id":"pub4","title":"How AI is Rewriting the Newsroom","subtitle":"Aug 13 • 7.6k views • Tech"},{"component":"ListItem","id":"pub5","title":"Opinion: The Case for Slow News","subtitle":"Aug 12 • 5.9k views • Opinion"},{"component":"Card","id":"mostReadCard","children":["mostReadHeader","mostReadImage","mostReadTitle","mostReadStats","mostReadExcerpt","mostReadBadge"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"mostReadHeader","title":"Most-Read This Month","subtitle":"Top performer • August 1–18"},{"component":"ImageBlock","id":"mostReadImage","src":"https://images.unsplash.com/photo-1497366216548-37526070297c?w=800&q=80","alt":"Downtown cityscape at sunset"},{"component":"TextContent","id":"mostReadTitle","text":"Why Downtown Is Coming Back","size":"large-heavy"},{"component":"TagBlock","id":"mostReadStats","tags":["47.2k views","4.8 min avg read","Published Aug 3","Culture"]},{"component":"TextContent","id":"mostReadExcerpt","text":"A street-level look at foot traffic, small business revival, and the new evening economy driving the comeback. Readers spent 31% more time on this piece than average.","size":"small"},{"component":"Badge","id":"mostReadBadge","text":"#1 in Culture • 3 weeks running","variant":"secondary"},{"component":"Card","id":"readershipCard","children":["readershipHeader","readershipChart"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"readershipHeader","title":"Readership — Past 30 Days","subtitle":"Total pageviews • Jul 20 – Aug 18 • +28% vs previous period"},{"component":"LineChart","id":"readershipChart","labels":["Jul 20","Jul 25","Jul 30","Aug 4","Aug 9","Aug 14","Aug 18"],"series":["seriesReadership"],"variant":"natural","xLabel":"Date","yLabel":"Views"},{"component":"Series","id":"seriesReadership","category":"Pageviews","values":[8200,9400,11200,10800,13500,14200,15800]},{"component":"Card","id":"commentsAndScheduleRow","children":["commentsCard","scheduleCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"commentsCard","children":["commentsHeader","commentsList","commentsActions"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"commentsHeader","title":"Comments Awaiting Reply","subtitle":"3 unresolved • oldest 6h ago"},{"component":"ListBlock","id":"commentsList","items":["comment1","comment2","comment3"],"variant":"image"},{"component":"ListItem","id":"comment1","title":"Sarah M. on “Market Shifts After Fed Decision”","subtitle":"“Great analysis, but what about inflation data from Q2? Would love a follow-up.” • 2h ago"},{"component":"ListItem","id":"comment2","title":"James L. on “City Council Votes on Housing”","subtitle":"“Source for the housing numbers in paragraph 3?” • 6h ago"},{"component":"ListItem","id":"comment3","title":"Priya K. on “Why Downtown Is Coming Back”","subtitle":"“Loved this piece! Do you have the foot traffic dataset to share?” • 9h ago"},{"component":"Buttons","id":"commentsActions","buttons":["btnReplyAll","btnViewComments"],"direction":"row"},{"component":"Button","id":"btnReplyAll","label":"Reply to All","variant":"primary","size":"small"},{"component":"Button","id":"btnViewComments","label":"View Inbox","variant":"secondary","size":"small"},{"component":"Card","id":"scheduleCard","children":["scheduleHeader","scheduleForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"scheduleHeader","title":"Schedule a Piece","subtitle":"Set title and publish date — publishes automatically"},{"component":"Form","id":"scheduleForm","name":"schedulePiece","buttons":"scheduleFormButtons","fields":["fcTitle","fcDate","fcCategory"]},{"component":"FormControl","id":"fcTitle","label":"Piece Title","input":"inputTitle","hint":"Working title — you can change it before publish"},{"component":"FormControl","id":"fcDate","label":"Publish Date","input":"datePublish","hint":"Select date and time in your local timezone"},{"component":"FormControl","id":"fcCategory","label":"Category","input":"selectScheduleCategory"},{"component":"Input","id":"inputTitle","name":"title","placeholder":"e.g., The Future of Remote Work"},{"component":"DatePicker","id":"datePublish","name":"publishDate","mode":"single"},{"component":"Select","id":"selectScheduleCategory","name":"scheduleCategory","placeholder":"Choose category","items":["schedCatNews","schedCatOpinion","schedCatCulture","schedCatTech","schedCatBusiness"]},{"component":"SelectItem","id":"schedCatNews","value":"News","label":"News"},{"component":"SelectItem","id":"schedCatOpinion","value":"Opinion","label":"Opinion"},{"component":"SelectItem","id":"schedCatCulture","value":"Culture","label":"Culture"},{"component":"SelectItem","id":"schedCatTech","value":"Tech","label":"Tech"},{"component":"SelectItem","id":"schedCatBusiness","value":"Business","label":"Business"},{"component":"Buttons","id":"scheduleFormButtons","buttons":["btnSchedule","btnClear"],"direction":"row"},{"component":"Button","id":"btnSchedule","label":"Schedule Piece","variant":"primary"},{"component":"Button","id":"btnClear","label":"Clear","variant":"secondary"},{"component":"Callout","id":"footerCallout","variant":"info","title":"Studio tip","description":"Use the category filter at the top to narrow drafts, published pieces, and readership. Schedule with title + date, then reply to comments to keep engagement high."}]}}</a2ui-json>
+
+This single screen covers all 8:
+
+**1. Drafts with status** — Table showing 4 drafts with status (In Review / Draft / Needs Edits), last updated, and category
+**2. Pieces published this week** — Numbered list of 5 pieces with date + views
+**3. Most-read this month** — Featured card with image, title "Why Downtown Is Coming Back" (47.2k views), tags and excerpt
+**4. Readership past 30 days** — Natural line chart (Jul 20–Aug 18) showing steady growth to 15.8k
+**5. Narrow by category** — Top sunk bar with Select (All Categories / News / Opinion / Culture / Tech / Business) that filters the studio
+**6. Schedule a piece** — Form with Piece Title (Input) + Publish Date (DatePicker) + Category + Schedule button
+**7. Comments awaiting reply** — List of 3 comments with author, article, and time ago + Reply actions
+**8. Start new draft** — Primary "+ Start New Draft" button in the action bar (also accessible from drafts card)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..ba08c87a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r3.txt
@@ -0,0 +1,5 @@
+Your Editor's Content Studio is ready — all 8 items on one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"editor-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Content Studio"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"editor-studio","components":[{"component":"Card","id":"root","children":["headerCard","filterCard","statsRow","draftsCard","readershipCard","bottomRow"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["headingMain","subText","newDraftButtons"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"headingMain","text":"Editor's Content Studio","level":"h1"},{"component":"TextContent","id":"subText","text":"Manage drafts, publishing, and audience — all in one place. Week of Jun 10–17, 2026","size":"small"},{"component":"Buttons","id":"newDraftButtons","buttons":["newDraftBtn"],"direction":"row"},{"component":"Button","id":"newDraftBtn","label":"+ Start New Draft","variant":"primary","size":"medium"},{"component":"Card","id":"filterCard","children":["filterLabel","categorySelect"],"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"TextContent","id":"filterLabel","text":"**Narrow by category** — filter drafts, published pieces, and readership","size":"small"},{"component":"Select","id":"categorySelect","name":"category","items":["selAll","selPolitics","selCulture","selTech","selBusiness","selUrbanism"],"placeholder":"All Categories","value":"All Categories"},{"component":"SelectItem","id":"selAll","value":"All Categories","label":"All Categories"},{"component":"SelectItem","id":"selPolitics","value":"Politics","label":"Politics"},{"component":"SelectItem","id":"selCulture","value":"Culture","label":"Culture"},{"component":"SelectItem","id":"selTech","value":"Technology","label":"Technology"},{"component":"SelectItem","id":"selBusiness","value":"Business","label":"Business"},{"component":"SelectItem","id":"selUrbanism","value":"Urbanism","label":"Urbanism"},{"component":"Card","id":"statsRow","children":["publishedCard","mostReadCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"publishedCard","children":["publishedHeader","publishedList"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"publishedHeader","title":"Pieces Published This Week","subtitle":"4 articles • Jun 10–17"},{"component":"ListBlock","id":"publishedList","items":["pub1","pub2","pub3","pub4"],"variant":"number"},{"component":"ListItem","id":"pub1","title":"Election Night Playbook","subtitle":"Politics • Jun 10 • 24.1k views"},{"component":"ListItem","id":"pub2","title":"Summer Festival Guide","subtitle":"Culture • Jun 12 • 18.7k views"},{"component":"ListItem","id":"pub3","title":"Tech Layoffs Explained","subtitle":"Technology • Jun 14 • 31.2k views"},{"component":"ListItem","id":"pub4","title":"Housing Market Update","subtitle":"Business • Jun 16 • 22.5k views"},{"component":"Card","id":"mostReadCard","children":["mostReadHeader","mostReadBadge","mostReadContent","mostReadStats"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"mostReadHeader","title":"Most-Read This Month","subtitle":"Top performer • June 2026"},{"component":"Badge","id":"mostReadBadge","text":"🔥 #1 Most-Read","variant":"secondary"},{"component":"MarkDownRenderer","id":"mostReadContent","textMarkdown":"### Why Cities Are Banning Cars Downtown\n**Urbanism** • Published Jun 3 • by Alex Rivera\n\nAn in-depth look at car-free zones in Paris, NYC, and Bogotá — and why residents love them.","variant":"clear"},{"component":"TextContent","id":"mostReadStats","text":"128.4k reads • 8.2k shares • +34% vs last month • Avg. read time 6:42","size":"small"},{"component":"Card","id":"draftsCard","children":["draftsHeader","draftsTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"draftsHeader","title":"Drafts","subtitle":"5 drafts with status"},{"component":"Table","id":"draftsTable","columns":["colTitle","colStatus","colUpdated","colWords"]},{"component":"Col","id":"colTitle","label":"Title","data":["The Future of Remote Work","AI Ethics in Journalism","Climate Policy 2026","Interview: Maya Lin","Crypto's Second Wave"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["In Review","Draft","Needs Edits","Ready to Publish","Draft"],"type":"string"},{"component":"Col","id":"colUpdated","label":"Last Updated","data":["Jun 17, 10:30 AM","Jun 16, 4:12 PM","Jun 15, 9:00 AM","Jun 14, 2:45 PM","Jun 13, 11:20 AM"],"type":"string"},{"component":"Col","id":"colWords","label":"Words","data":[1240,2100,875,1540,980],"type":"number"},{"component":"Card","id":"readershipCard","children":["readershipHeader","readershipChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"readershipHeader","title":"Readership — Past 30 Days","subtitle":"Total pageviews • May 19 – Jun 17"},{"component":"LineChart","id":"readershipChart","labels":["May 20","May 27","Jun 03","Jun 10","Jun 17"],"series":["readershipSeries"],"variant":"natural","xLabel":"Week","yLabel":"Views"},{"component":"Series","id":"readershipSeries","category":"Pageviews","values":[42000,51000,48000,62000,58000]},{"component":"Card","id":"bottomRow","children":["scheduleCard","commentsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"scheduleCard","children":["scheduleHeader","scheduleForm"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"scheduleHeader","title":"Schedule a Piece","subtitle":"Set title and publish date"},{"component":"Form","id":"scheduleForm","name":"schedulePiece","fields":["formControlTitle","formControlDate"],"buttons":"scheduleButtons"},{"component":"Buttons","id":"scheduleButtons","buttons":["scheduleBtn"],"direction":"row"},{"component":"Button","id":"scheduleBtn","label":"Schedule Publish","variant":"primary"},{"component":"FormControl","id":"formControlTitle","label":"Article Title","input":"inputTitle"},{"component":"Input","id":"inputTitle","name":"title","placeholder":"e.g., The Future of Remote Work"},{"component":"FormControl","id":"formControlDate","label":"Publish Date","hint":"Select date and time for publication","input":"datePicker"},{"component":"DatePicker","id":"datePicker","name":"publishDate","mode":"single"},{"component":"Card","id":"commentsCard","children":["commentsHeader","commentsList","viewAllBtn"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"commentsHeader","title":"Comments Awaiting Reply","subtitle":"3 unresolved threads"},{"component":"ListBlock","id":"commentsList","items":["cmt1","cmt2","cmt3"],"variant":"number"},{"component":"ListItem","id":"cmt1","title":"Sarah K. on “Housing Market Update”","subtitle":"“Great data, but source for chart 2?” • 2h ago"},{"component":"ListItem","id":"cmt2","title":"James L. on “Tech Layoffs Explained”","subtitle":"“Can you clarify severance numbers?” • 5h ago"},{"component":"ListItem","id":"cmt3","title":"Priya R. on “Election Night Playbook”","subtitle":"“Love this breakdown! Will you cover runoff?” • 1d ago"},{"component":"Buttons","id":"viewAllBtn","buttons":["replyBtn"],"direction":"row"},{"component":"Button","id":"replyBtn","label":"Reply to Comments","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..751e68af0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-content__r4.txt
@@ -0,0 +1,5 @@
+Your Content Studio is live — all 8 editorial workflows on one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"editor-studio","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"editor-studio","components":[{"component":"Card","id":"root","children":["headerCard","filterCard","statsRow","readershipCard","bottomRow"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["header","newDraftButtons"],"direction":"row","justify":"between","align":"center","variant":"card"},{"component":"CardHeader","id":"header","title":"Content Studio","subtitle":"Editorial command center — drafts, publishing, and audience at a glance"},{"component":"Buttons","id":"newDraftButtons","buttons":["newDraftBtn"],"direction":"row"},{"component":"Button","id":"newDraftBtn","label":"+ Start New Draft","variant":"primary","size":"medium"},{"component":"Card","id":"filterCard","children":["filterLabel","categoryFilterControl"],"direction":"row","align":"center","gap":"m","variant":"sunk"},{"component":"TextContent","id":"filterLabel","text":"Filter workspace:","size":"small-heavy"},{"component":"FormControl","id":"categoryFilterControl","label":"Narrow by Category","input":"categorySelect","hint":"Applies to drafts, published, and comments"},{"component":"Select","id":"categorySelect","name":"category_filter","placeholder":"All Categories","items":["catItemAll","catItemNews","catItemCulture","catItemTech","catItemOpinion"]},{"component":"SelectItem","id":"catItemAll","value":"all","label":"All Categories"},{"component":"SelectItem","id":"catItemNews","value":"news","label":"News"},{"component":"SelectItem","id":"catItemCulture","value":"culture","label":"Culture"},{"component":"SelectItem","id":"catItemTech","value":"tech","label":"Technology"},{"component":"SelectItem","id":"catItemOpinion","value":"opinion","label":"Opinion"},{"component":"Card","id":"statsRow","children":["draftsCard","publishedCard","mostReadCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"draftsCard","children":["draftsHeader","draftsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"draftsHeader","title":"Drafts","subtitle":"4 in progress — status for each"},{"component":"Table","id":"draftsTable","columns":["colDraftTitle","colDraftStatus","colDraftUpdated"]},{"component":"Col","id":"colDraftTitle","label":"Title","data":["The Future of Remote Work","City Hall's Quiet Renovation","Interview: Chef Lina Park","Opinion: Why Transit Matters"],"type":"string"},{"component":"Col","id":"colDraftStatus","label":"Status","data":["In Review","Draft","Needs Edits","Draft"],"type":"string"},{"component":"Col","id":"colDraftUpdated","label":"Updated","data":["2h ago","Yesterday","Aug 16","Aug 15"],"type":"string"},{"component":"Card","id":"publishedCard","children":["publishedHeader","publishedList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"publishedHeader","title":"Published This Week","subtitle":"5 pieces • Aug 12-18"},{"component":"ListBlock","id":"publishedList","variant":"number","items":["pubItem1","pubItem2","pubItem3","pubItem4","pubItem5"]},{"component":"ListItem","id":"pubItem1","title":"Housing Prices Stabilize Downtown","subtitle":"News • Aug 18 • 4.2k views"},{"component":"ListItem","id":"pubItem2","title":"New AI Rules Explained","subtitle":"Technology • Aug 17 • 6.1k views"},{"component":"ListItem","id":"pubItem3","title":"Weekend Guide: 12 Events","subtitle":"Culture • Aug 16 • 3.8k views"},{"component":"ListItem","id":"pubItem4","title":"Council Approves Bike Lanes","subtitle":"News • Aug 14 • 5.4k views"},{"component":"ListItem","id":"pubItem5","title":"The Cost of Streaming Fatigue","subtitle":"Opinion • Aug 13 • 2.9k views"},{"component":"Card","id":"mostReadCard","children":["mostReadHeader","mostReadBadge","mostReadTitle","mostReadMeta","mostReadStats"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"mostReadHeader","title":"Most-Read This Month","subtitle":"Top performer • August"},{"component":"Badge","id":"mostReadBadge","text":"#1 • 84.2k reads","variant":"secondary"},{"component":"TextContent","id":"mostReadTitle","text":"**The Night the Grid Failed**","size":"large-heavy"},{"component":"TextContent","id":"mostReadMeta","text":"By Sarah Chen • Technology • Published Aug 3 • 12 min read","size":"small"},{"component":"TextContent","id":"mostReadStats","text":"84,240 views • 4.8k shares • Avg. read time 8:12 • +32% vs last month","size":"small"},{"component":"Card","id":"readershipCard","children":["readershipHeader","readershipChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"readershipHeader","title":"Readership — Past 30 Days","subtitle":"Daily unique readers • Jul 20 - Aug 18 • Total 172.4k (+11% MoM)"},{"component":"LineChart","id":"readershipChart","labels":["Jul 20","Jul 24","Jul 28","Aug 1","Aug 5","Aug 9","Aug 13","Aug 18"],"series":["seriesReaders"],"variant":"natural","xLabel":"Date","yLabel":"Readers"},{"component":"Series","id":"seriesReaders","category":"Unique Readers","values":[4200,5100,4800,6200,5800,7100,6800,8400]},{"component":"Card","id":"bottomRow","children":["scheduleCard","commentsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"scheduleCard","children":["scheduleHeader","scheduleForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"scheduleHeader","title":"Schedule a Piece","subtitle":"Set title and publish date"},{"component":"Form","id":"scheduleForm","name":"schedule_piece","buttons":"scheduleFormButtons","fields":["fieldTitle","fieldDate"]},{"component":"FormControl","id":"fieldTitle","label":"Article Title","input":"inputTitle","hint":"Working title can be changed before publish"},{"component":"Input","id":"inputTitle","name":"title","placeholder":"e.g., Inside the New Waterfront Plan","type":"text"},{"component":"FormControl","id":"fieldDate","label":"Publish Date","input":"datePickerPublish","hint":"Select date and time for publication"},{"component":"DatePicker","id":"datePickerPublish","name":"publish_date","mode":"single"},{"component":"Buttons","id":"scheduleFormButtons","buttons":["scheduleBtn"]},{"component":"Button","id":"scheduleBtn","label":"Schedule Publication","variant":"primary"},{"component":"Card","id":"commentsCard","children":["commentsHeader","commentsTable","commentsAction"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"commentsHeader","title":"Comments Awaiting Reply","subtitle":"3 need your response"},{"component":"Table","id":"commentsTable","columns":["colCommentArticle","colCommentAuthor","colCommentExcerpt","colCommentTime"]},{"component":"Col","id":"colCommentArticle","label":"Article","data":["The Night the Grid Failed","Housing Prices Stabilize","New AI Rules Explained"],"type":"string"},{"component":"Col","id":"colCommentAuthor","label":"Reader","data":["@mike_d","@ana.s","@techwatch"],"type":"string"},{"component":"Col","id":"colCommentExcerpt","label":"Comment","data":["Great reporting — what was the cause?","Do you have data by neighborhood?","This contradicts the EU draft..."],"type":"string"},{"component":"Col","id":"colCommentTime","label":"Waiting","data":["1h ago","3h ago","5h ago"],"type":"string"},{"component":"Buttons","id":"commentsAction","buttons":["replyBtn"]},{"component":"Button","id":"replyBtn","label":"Open Comment Queue","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..681e4adb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r1.txt
@@ -0,0 +1,521 @@
+Single-screen account view for your sales rep — all 9 items covered below.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "sales-account-page",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "sales-account-page",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "headerCard",
+          "metricsRow",
+          "tabs",
+          "formsRow"
+        ]
+      },
+      {
+        "id": "headerCard",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "avatar",
+          "header",
+          "badgeStage"
+        ]
+      },
+      {
+        "id": "avatar",
+        "component": "Avatar",
+        "fallback": "AC",
+        "alt": "Acme Corp logo"
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Acme Corporation",
+        "subtitle": "Owner: Sarah Chen  •  Enterprise Account  •  San Francisco, CA"
+      },
+      {
+        "id": "badgeStage",
+        "component": "Badge",
+        "text": "Negotiation",
+        "variant": "secondary"
+      },
+      {
+        "id": "metricsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "valueCard",
+          "stageCard",
+          "renewalCard"
+        ]
+      },
+      {
+        "id": "valueCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "valueHeading",
+          "valueAmount",
+          "valueSub"
+        ]
+      },
+      {
+        "id": "valueHeading",
+        "component": "Heading",
+        "text": "Total Deal Value",
+        "level": "h4"
+      },
+      {
+        "id": "valueAmount",
+        "component": "TextContent",
+        "text": "$248,500",
+        "size": "large-heavy"
+      },
+      {
+        "id": "valueSub",
+        "component": "TextContent",
+        "text": "3 open opportunities • Weighted: $186,375",
+        "size": "small"
+      },
+      {
+        "id": "stageCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "stageHeading",
+          "stageProgress",
+          "stageLabel"
+        ]
+      },
+      {
+        "id": "stageHeading",
+        "component": "Heading",
+        "text": "Current Deal Stage",
+        "level": "h4"
+      },
+      {
+        "id": "stageProgress",
+        "component": "Progress",
+        "value": 75,
+        "label": "Stage 4 of 5"
+      },
+      {
+        "id": "stageLabel",
+        "component": "TextContent",
+        "text": "**Negotiation** — Proposal accepted, legal & security review in progress",
+        "size": "small"
+      },
+      {
+        "id": "renewalCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "renewalHeading",
+          "renewalAlert",
+          "renewalDateText"
+        ]
+      },
+      {
+        "id": "renewalHeading",
+        "component": "Heading",
+        "text": "Renewal Date",
+        "level": "h4"
+      },
+      {
+        "id": "renewalAlert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Renewal Approaching — 28 days",
+        "description": "Renewal due Sep 15, 2026. Risk: High — decision maker not yet engaged for renewal."
+      },
+      {
+        "id": "renewalDateText",
+        "component": "TextContent",
+        "text": "Contract ends **Sep 15, 2026** • ARR $142,000",
+        "size": "small"
+      },
+      {
+        "id": "tabs",
+        "component": "Tabs",
+        "items": [
+          "tabActivity",
+          "tabContacts",
+          "tabFollowups"
+        ]
+      },
+      {
+        "id": "tabActivity",
+        "component": "TabItem",
+        "value": "activity",
+        "trigger": "Recent Activity",
+        "content": [
+          "activityList"
+        ]
+      },
+      {
+        "id": "tabContacts",
+        "component": "TabItem",
+        "value": "contacts",
+        "trigger": "Contacts (3)",
+        "content": [
+          "contactsTable"
+        ]
+      },
+      {
+        "id": "tabFollowups",
+        "component": "TabItem",
+        "value": "followups",
+        "trigger": "Open Follow-ups (3)",
+        "content": [
+          "followupsTable"
+        ]
+      },
+      {
+        "id": "activityList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "activity1",
+          "activity2",
+          "activity3",
+          "activity4"
+        ]
+      },
+      {
+        "id": "activity1",
+        "component": "ListItem",
+        "title": "Call with CTO — Integration scope clarified",
+        "subtitle": "Aug 17, 2026 • 2:30 PM • Sarah Chen • Outcome: Positive, requested revised proposal"
+      },
+      {
+        "id": "activity2",
+        "component": "ListItem",
+        "title": "Proposal Sent — $248,500 (Annual + Implementation)",
+        "subtitle": "Aug 15, 2026 • 9:00 AM • Sarah Chen • Document viewed 4x by buyer"
+      },
+      {
+        "id": "activity3",
+        "component": "ListItem",
+        "title": "Demo Completed — Technical evaluation",
+        "subtitle": "Aug 12, 2026 • 11:00 AM • Sarah Chen + Lisa Wong (Technical Evaluator)"
+      },
+      {
+        "id": "activity4",
+        "component": "ListItem",
+        "title": "Discovery Call — Pain points & budget confirmed",
+        "subtitle": "Aug 10, 2026 • 10:15 AM • Sarah Chen • Next step: Demo scheduled"
+      },
+      {
+        "id": "contactsTable",
+        "component": "Table",
+        "columns": [
+          "colContactName",
+          "colContactRole",
+          "colContactEmail"
+        ]
+      },
+      {
+        "id": "colContactName",
+        "component": "Col",
+        "label": "Contact",
+        "type": "string",
+        "data": [
+          "Jane Doe",
+          "Mark Smith",
+          "Lisa Wong"
+        ]
+      },
+      {
+        "id": "colContactRole",
+        "component": "Col",
+        "label": "Role",
+        "type": "string",
+        "data": [
+          "Economic Buyer — CFO",
+          "Champion — VP Operations",
+          "Technical Evaluator — CTO"
+        ]
+      },
+      {
+        "id": "colContactEmail",
+        "component": "Col",
+        "label": "Contact",
+        "type": "string",
+        "data": [
+          "jane.doe@acme.com",
+          "mark.smith@acme.com",
+          "lisa.wong@acme.com"
+        ]
+      },
+      {
+        "id": "followupsTable",
+        "component": "Table",
+        "columns": [
+          "colFollowupTask",
+          "colFollowupDue",
+          "colFollowupOwner"
+        ]
+      },
+      {
+        "id": "colFollowupTask",
+        "component": "Col",
+        "label": "Task",
+        "type": "string",
+        "data": [
+          "Send revised proposal with security addendum",
+          "Schedule legal review with Jane Doe",
+          "Follow up on security questionnaire"
+        ]
+      },
+      {
+        "id": "colFollowupDue",
+        "component": "Col",
+        "label": "Due Date",
+        "type": "string",
+        "data": [
+          "Aug 20, 2026 — 2 days",
+          "Aug 22, 2026 — 4 days",
+          "Aug 25, 2026 — 7 days"
+        ]
+      },
+      {
+        "id": "colFollowupOwner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Sarah Chen",
+          "Sarah Chen",
+          "Lisa Wong"
+        ]
+      },
+      {
+        "id": "formsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "noteCard",
+          "callCard"
+        ]
+      },
+      {
+        "id": "noteCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "noteHeader",
+          "noteForm"
+        ]
+      },
+      {
+        "id": "noteHeader",
+        "component": "CardHeader",
+        "title": "Jot a Note",
+        "subtitle": "Quick capture — auto-saved to activity feed"
+      },
+      {
+        "id": "noteForm",
+        "component": "Form",
+        "name": "quickNote",
+        "buttons": "noteButtons",
+        "fields": [
+          "noteControl"
+        ]
+      },
+      {
+        "id": "noteControl",
+        "component": "FormControl",
+        "label": "Note",
+        "hint": "Supports markdown. @mention a contact to notify them.",
+        "input": "noteInput"
+      },
+      {
+        "id": "noteInput",
+        "component": "TextArea",
+        "name": "note",
+        "placeholder": "Type your note about Acme Corp... e.g., 'Jane confirmed budget approval next week'",
+        "rows": 4
+      },
+      {
+        "id": "noteButtons",
+        "component": "Buttons",
+        "buttons": [
+          "noteSubmitBtn"
+        ]
+      },
+      {
+        "id": "noteSubmitBtn",
+        "component": "Button",
+        "label": "Save Note",
+        "variant": "primary"
+      },
+      {
+        "id": "callCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "callHeader",
+          "callForm"
+        ]
+      },
+      {
+        "id": "callHeader",
+        "component": "CardHeader",
+        "title": "Log a Call",
+        "subtitle": "Log outcome and create follow-up"
+      },
+      {
+        "id": "callForm",
+        "component": "Form",
+        "name": "logCall",
+        "buttons": "callButtons",
+        "fields": [
+          "callControlContact",
+          "callControlDuration",
+          "callControlOutcome",
+          "callControlNotes"
+        ]
+      },
+      {
+        "id": "callControlContact",
+        "component": "FormControl",
+        "label": "Contact",
+        "input": "callContactSelect"
+      },
+      {
+        "id": "callContactSelect",
+        "component": "Select",
+        "name": "callContact",
+        "placeholder": "Select contact",
+        "items": [
+          "callContactOpt1",
+          "callContactOpt2",
+          "callContactOpt3"
+        ]
+      },
+      {
+        "id": "callContactOpt1",
+        "component": "SelectItem",
+        "value": "jane",
+        "label": "Jane Doe — Economic Buyer"
+      },
+      {
+        "id": "callContactOpt2",
+        "component": "SelectItem",
+        "value": "mark",
+        "label": "Mark Smith — Champion"
+      },
+      {
+        "id": "callContactOpt3",
+        "component": "SelectItem",
+        "value": "lisa",
+        "label": "Lisa Wong — Technical Evaluator"
+      },
+      {
+        "id": "callControlDuration",
+        "component": "FormControl",
+        "label": "Duration (min)",
+        "input": "callDurationInput"
+      },
+      {
+        "id": "callDurationInput",
+        "component": "Input",
+        "name": "duration",
+        "placeholder": "e.g., 30",
+        "type": "number"
+      },
+      {
+        "id": "callControlOutcome",
+        "component": "FormControl",
+        "label": "Outcome",
+        "input": "callOutcomeSelect"
+      },
+      {
+        "id": "callOutcomeSelect",
+        "component": "Select",
+        "name": "outcome",
+        "placeholder": "Select outcome",
+        "items": [
+          "callOutcomeOpt1",
+          "callOutcomeOpt2",
+          "callOutcomeOpt3"
+        ]
+      },
+      {
+        "id": "callOutcomeOpt1",
+        "component": "SelectItem",
+        "value": "connected",
+        "label": "Connected — Positive"
+      },
+      {
+        "id": "callOutcomeOpt2",
+        "component": "SelectItem",
+        "value": "voicemail",
+        "label": "Voicemail Left"
+      },
+      {
+        "id": "callOutcomeOpt3",
+        "component": "SelectItem",
+        "value": "no_answer",
+        "label": "No Answer"
+      },
+      {
+        "id": "callControlNotes",
+        "component": "FormControl",
+        "label": "Call Notes",
+        "input": "callNotesInput"
+      },
+      {
+        "id": "callNotesInput",
+        "component": "TextArea",
+        "name": "callNotes",
+        "placeholder": "What was discussed? Next steps?",
+        "rows": 3
+      },
+      {
+        "id": "callButtons",
+        "component": "Buttons",
+        "buttons": [
+          "callSubmitBtn"
+        ]
+      },
+      {
+        "id": "callSubmitBtn",
+        "component": "Button",
+        "label": "Log Call",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..da19a41a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r2.txt
@@ -0,0 +1,5 @@
+Sales account page covering all 9 items — built as a single-screen workspace:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"sales-account-acme-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Sales Workspace"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-acme-001","components":[{"component":"Card","id":"root","variant":"clear","direction":"column","gap":"m","children":["header","metricsCard","stageCard","mainTabs","noteForm","logCallCard"]},{"component":"CardHeader","id":"header","title":"Acme Corporation","subtitle":"Owner: Sarah Chen • Account Executive, Enterprise West • sarah.chen@company.com"},{"component":"Card","id":"metricsCard","variant":"clear","direction":"row","gap":"m","children":["dealValueCard","renewalCard"]},{"component":"Card","id":"dealValueCard","variant":"card","direction":"column","gap":"s","children":["dealValueHeading","dealValueAmount","dealValueSubtext","dealValueBadge","dealValueProgress"]},{"component":"Card","id":"renewalCard","variant":"card","direction":"column","gap":"s","children":["renewalHeading","renewalDate","renewalAlert","renewalProgress"]},{"component":"Card","id":"stageCard","variant":"card","direction":"column","gap":"s","children":["stageHeader","stageSteps"]},{"component":"Tabs","id":"mainTabs","items":["tabActivity","tabContacts","tabFollowups"]},{"component":"Form","id":"noteForm","name":"quickNote","buttons":"noteButtons","fields":["noteFormControl"]},{"component":"Card","id":"logCallCard","variant":"card","direction":"column","gap":"s","children":["logCallHeader","logCallForm"]},{"component":"Heading","id":"dealValueHeading","text":"Total Deal Value","level":"h4"},{"component":"Heading","id":"dealValueAmount","text":"$284,500","level":"h1"},{"component":"TextContent","id":"dealValueSubtext","text":"Across 3 open opportunities • Weighted: $212K","size":"small"},{"component":"Badge","id":"dealValueBadge","text":"↑ 12% vs last quarter","variant":"secondary"},{"component":"Progress","id":"dealValueProgress","value":71,"label":"71% of $400K target"},{"component":"Heading","id":"renewalHeading","text":"Renewal Date","level":"h4"},{"component":"TextContent","id":"renewalDate","text":"September 8, 2026 — 21 days away (Mon)","size":"default"},{"component":"Alert","id":"renewalAlert","title":"Renewal Approaching — Action Needed","description":"Renewal is within 30 days. Confirm executive sponsor, legal review, and procurement timeline this week.","variant":"warning"},{"component":"Progress","id":"renewalProgress","value":85,"label":"Contract health: Strong • Risk: Low"},{"component":"CardHeader","id":"stageHeader","title":"Current Deal Stage","subtitle":"Stage 4 of 5 — Negotiation • Updated Aug 17 • Probability: 65%"},{"component":"Steps","id":"stageSteps","items":["stage1","stage2","stage3","stage4","stage5"]},{"component":"StepsItem","id":"stage1","title":"Qualification","details":"Completed Jun 12 — MEDDICC qualified"},{"component":"StepsItem","id":"stage2","title":"Discovery","details":"Completed Jul 03 — 4 stakeholders mapped"},{"component":"StepsItem","id":"stage3","title":"Proposal","details":"Completed Jul 29 — $284.5K proposal sent"},{"component":"StepsItem","id":"stage4","title":"Negotiation","details":"Current — Redlines with legal, pricing review Aug 18"},{"component":"StepsItem","id":"stage5","title":"Closed Won","details":"Next — Expected close Aug 30"},{"component":"TabItem","id":"tabActivity","value":"activity","trigger":"Recent Activity","content":["activityList"]},{"component":"TabItem","id":"tabContacts","value":"contacts","trigger":"Contacts (4)","content":["contactsTable"]},{"component":"TabItem","id":"tabFollowups","value":"followups","trigger":"Open Follow-ups (3)","content":["followupsTable"]},{"component":"ListBlock","id":"activityList","variant":"number","items":["activity1","activity2","activity3","activity4","activity5"]},{"component":"ListItem","id":"activity1","title":"Call logged with Priya Desai (Champion)","subtitle":"Aug 17, 2026 • 2:30 PM — Discussed security review, agreed to share SOC 2 docs. Next: Legal intro."},{"component":"ListItem","id":"activity2","title":"Email: Revised proposal sent","subtitle":"Aug 15, 2026 • 9:12 AM — To: Marcus Lee (Economic Buyer) • $284.5K, 12-mo term, 15% discount if signed by Aug 30"},{"component":"ListItem","id":"activity3","title":"Meeting: Pricing negotiation","subtitle":"Aug 12, 2026 • 11:00 AM — Attendees: Sarah Chen, Marcus Lee, Finance. Pushback on payment terms (Net 45 vs Net 30)."},{"component":"ListItem","id":"activity4","title":"Note added: Procurement process clarified","subtitle":"Aug 10, 2026 • 4:45 PM — Requires VP approval >$250K. New contact added: Legal — Jennifer Park."},{"component":"ListItem","id":"activity5","title":"Stage changed: Proposal → Negotiation","subtitle":"Aug 09, 2026 • 10:05 AM — By Sarah Chen • Probability 45% → 65%"},{"component":"Table","id":"contactsTable","columns":["colContactName","colContactRole","colContactEmail"]},{"component":"Col","id":"colContactName","label":"Contact","data":["Marcus Lee","Priya Desai","Jennifer Park","David Kim"],"type":"string"},{"component":"Col","id":"colContactRole","label":"Role","data":["Economic Buyer — CFO","Champion — Head of Ops","Legal Counsel","End User — IT Lead"],"type":"string"},{"component":"Col","id":"colContactEmail","label":"Email / Phone","data":["marcus.lee@acme.co • 415-555-0142","priya.desai@acme.co • 415-555-0188","j.park@acme.co • 415-555-0133","david.kim@acme.co • 415-555-0191"],"type":"string"},{"component":"Table","id":"followupsTable","columns":["colFollowTask","colFollowDue","colFollowOwner"]},{"component":"Col","id":"colFollowTask","label":"Task","data":["Send SOC 2 + DPA to Priya","Schedule legal redline review with Jennifer","Follow up on CFO approval & payment terms"],"type":"string"},{"component":"Col","id":"colFollowDue","label":"Due Date","data":["Aug 19, 2026 — Tomorrow","Aug 22, 2026 — in 5 days","Aug 25, 2026 — in 8 days"],"type":"string"},{"component":"Col","id":"colFollowOwner","label":"Owner","data":["Sarah Chen","Sarah Chen","Sarah Chen"],"type":"string"},{"component":"FormControl","id":"noteFormControl","label":"Jot a quick note","hint":"Saved to account timeline • Visible to account team only","input":"noteInput"},{"component":"TextArea","id":"noteInput","name":"noteText","placeholder":"Add context from your last conversation, objections, or next steps...","rows":3},{"component":"Buttons","id":"noteButtons","buttons":["noteSubmitBtn"]},{"component":"Button","id":"noteSubmitBtn","label":"Save Note","variant":"primary"},{"component":"CardHeader","id":"logCallHeader","title":"Log a Call","subtitle":"Capture outcome and automatically create a follow-up"},{"component":"Form","id":"logCallForm","name":"logCall","buttons":"logCallButtons","fields":["logCallTypeControl","logCallDateControl","logCallNotesControl"]},{"component":"FormControl","id":"logCallTypeControl","label":"Call Type","input":"logCallTypeSelect"},{"component":"Select","id":"logCallTypeSelect","name":"callType","placeholder":"Select type","items":["optDiscovery","optFollowup","optNegotiation","optCheckin"]},{"component":"SelectItem","id":"optDiscovery","value":"discovery","label":"Discovery"},{"component":"SelectItem","id":"optFollowup","value":"followup","label":"Follow-up"},{"component":"SelectItem","id":"optNegotiation","value":"negotiation","label":"Negotiation"},{"component":"SelectItem","id":"optCheckin","value":"checkin","label":"Check-in"},{"component":"FormControl","id":"logCallDateControl","label":"Call Date","input":"logCallDatePicker"},{"component":"DatePicker","id":"logCallDatePicker","name":"callDate","mode":"single"},{"component":"FormControl","id":"logCallNotesControl","label":"Call Notes & Outcome","hint":"Next steps will auto-create a follow-up task","input":"logCallNotesArea"},{"component":"TextArea","id":"logCallNotesArea","name":"callNotes","placeholder":"What was discussed? Any objections, commitments, or next steps?","rows":4},{"component":"Buttons","id":"logCallButtons","buttons":["logCallCancelBtn","logCallSubmitBtn"]},{"component":"Button","id":"logCallCancelBtn","label":"Cancel","variant":"secondary"},{"component":"Button","id":"logCallSubmitBtn","label":"Log Call","variant":"primary"}]}}</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..588f917b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r3.txt
@@ -0,0 +1,5 @@
+Single-screen account workspace covering all 9 requirements — account header, value, stage, activity, contacts, follow-ups, notes, renewal warning, and call logging.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Sales Workspace"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"component":"Card","id":"root","children":["header","statsRow","stageCard","activityCard","contactsFollowRow","actionsRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Acme Corporation","subtitle":"Owner: Sarah Chen • Senior Account Executive • Enterprise West"},{"component":"Card","id":"statsRow","children":["valueCard","renewalCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"stageCard","children":["stageHeader","stageBadge","stageSteps"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"activityCard","children":["activityHeader","activityList"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"contactsFollowRow","children":["contactsCard","followUpsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"actionsRow","children":["noteCard","logCallCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"valueCard","children":["valueLabel","valueAmount","valueSubtext"],"direction":"column","gap":"xs","variant":"card"},{"component":"Card","id":"renewalCard","children":["renewalCardHeader","renewalAlert","renewalDateText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"stageHeader","title":"Current Deal Stage","subtitle":"Enterprise Renewal + Expansion • $248,500"},{"component":"Steps","id":"stageSteps","items":["step1","step2","step3","step4","step5"]},{"component":"Badge","id":"stageBadge","text":"● Negotiation — Stage 4 of 5","variant":"default"},{"component":"CardHeader","id":"activityHeader","title":"Recent Activity","subtitle":"Newest first • Last 4 interactions"},{"component":"ListBlock","id":"activityList","items":["activityItem1","activityItem2","activityItem3","activityItem4"],"variant":"number"},{"component":"Card","id":"contactsCard","children":["contactsCardHeader","contactsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"followUpsCard","children":["followUpsHeader","followUpsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"noteCard","children":["noteCardHeader","noteForm"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"logCallCard","children":["logCallHeader","logCallForm"],"direction":"column","gap":"s","variant":"card"},{"component":"TextContent","id":"valueLabel","text":"Total Deal Value","size":"small"},{"component":"TextContent","id":"valueAmount","text":"$248,500","size":"large-heavy"},{"component":"TextContent","id":"valueSubtext","text":"ARR • 3-year term • Includes expansion (+$48.5k)","size":"small"},{"component":"CardHeader","id":"renewalCardHeader","title":"Renewal Date","subtitle":"Contract #AC-2023-8847"},{"component":"Alert","id":"renewalAlert","title":"Renewal Approaching — 28 days left","description":"Renews Sep 15, 2026. Risk: High — Legal review pending. Action required before Aug 30.","variant":"warning"},{"component":"TextContent","id":"renewalDateText","text":"**Sep 15, 2026** • Auto-renew enabled • 28 days remaining","size":"small"},{"component":"StepsItem","id":"step1","title":"Prospecting","details":"Completed Jan 12"},{"component":"StepsItem","id":"step2","title":"Qualification","details":"Completed Feb 28"},{"component":"StepsItem","id":"step3","title":"Proposal","details":"Sent Aug 02 — $248.5k"},{"component":"StepsItem","id":"step4","title":"Negotiation","details":"Current — MSA redlines with Legal"},{"component":"StepsItem","id":"step5","title":"Closed Won","details":"Target: Sep 10"},{"component":"ListItem","id":"activityItem1","title":"Email sent: Revised pricing proposal","subtitle":"Aug 15, 2026 • 10:42 AM • by Sarah Chen • Opened 2x"},{"component":"ListItem","id":"activityItem2","title":"Call logged: Demo with CTO","subtitle":"Aug 12, 2026 • 2:30 PM • 45 min • Priya Patel joined"},{"component":"ListItem","id":"activityItem3","title":"Meeting: Legal review — MSA terms","subtitle":"Aug 08, 2026 • 11:00 AM • Marcus Lee requested changes"},{"component":"ListItem","id":"activityItem4","title":"Note: Budget approved by Finance","subtitle":"Aug 02, 2026 • 09:15 AM • James Wilson confirmed $250k ceiling"},{"component":"CardHeader","id":"contactsCardHeader","title":"Contacts","subtitle":"3 stakeholders • Click email to reach out"},{"component":"Table","id":"contactsTable","columns":["colContactName","colContactRole","colContactEmail"]},{"component":"CardHeader","id":"followUpsHeader","title":"Open Follow-Ups","subtitle":"3 due • Sorted by due date"},{"component":"Table","id":"followUpsTable","columns":["colFollowTask","colFollowDue","colFollowOwner"]},{"component":"CardHeader","id":"noteCardHeader","title":"Jot a Note","subtitle":"Quick capture — saves to activity feed"},{"component":"Form","id":"noteForm","name":"jotNote","buttons":"noteFormButtons","fields":["noteFieldControl"]},{"component":"CardHeader","id":"logCallHeader","title":"Log a Call","subtitle":"Document outcome for timeline"},{"component":"Form","id":"logCallForm","name":"logCall","buttons":"logCallButtons","fields":["logCallDateControl","logCallOutcomeControl","logCallNotesControl"]},{"component":"Col","id":"colContactName","label":"Name","data":["James Wilson","Priya Patel","Marcus Lee"],"type":"string"},{"component":"Col","id":"colContactRole","label":"Role","data":["Economic Buyer","Champion — CTO","Legal Counsel"],"type":"string"},{"component":"Col","id":"colContactEmail","label":"Email","data":["j.wilson@acme.co","p.patel@acme.co","m.lee@acme.co"],"type":"string"},{"component":"Col","id":"colFollowTask","label":"Task","data":["Send revised MSA","Schedule security review","Confirm renewal terms"],"type":"string"},{"component":"Col","id":"colFollowDue","label":"Due Date","data":["Aug 20, 2026 • Overdue in 2 days","Aug 25, 2026 • 7 days","Sep 01, 2026 • 14 days"],"type":"string"},{"component":"Col","id":"colFollowOwner","label":"Owner","data":["Sarah Chen","Sarah Chen","Sarah Chen"],"type":"string"},{"component":"Buttons","id":"noteFormButtons","buttons":["noteSubmitBtn"],"direction":"row"},{"component":"Button","id":"noteSubmitBtn","label":"Save Note","variant":"primary"},{"component":"FormControl","id":"noteFieldControl","label":"Note","input":"noteInput","hint":"Tip: @mention a contact to notify them"},{"component":"TextArea","id":"noteInput","name":"note","placeholder":"Type your note about Acme… e.g., Customer wants DPA added to MSA","rows":4},{"component":"Buttons","id":"logCallButtons","buttons":["logCallSubmitBtn"],"direction":"row"},{"component":"Button","id":"logCallSubmitBtn","label":"Log Call","variant":"primary"},{"component":"FormControl","id":"logCallDateControl","label":"Call Date & Time","input":"logCallDatePicker"},{"component":"DatePicker","id":"logCallDatePicker","name":"callDate","mode":"single"},{"component":"FormControl","id":"logCallOutcomeControl","label":"Outcome","input":"logCallOutcomeSelect"},{"component":"Select","id":"logCallOutcomeSelect","name":"outcome","items":["outcomeItem1","outcomeItem2","outcomeItem3","outcomeItem4"],"placeholder":"Select outcome"},{"component":"FormControl","id":"logCallNotesControl","label":"Call Notes","input":"logCallNotesInput","hint":"Summary will appear in Recent Activity"},{"component":"TextArea","id":"logCallNotesInput","name":"callNotes","placeholder":"What was discussed? Next steps?","rows":3},{"component":"SelectItem","id":"outcomeItem1","value":"connected","label":"Connected — Positive"},{"component":"SelectItem","id":"outcomeItem2","value":"voicemail","label":"Voicemail Left"},{"component":"SelectItem","id":"outcomeItem3","value":"no_answer","label":"No Answer"},{"component":"SelectItem","id":"outcomeItem4","value":"follow_up","label":"Follow-up Required"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..74a51b41e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-crm__r4.txt
@@ -0,0 +1,17 @@
+Single-screen sales account workspace covering all 9 items — built for quick rep action:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "sales-account-acme-001", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0EA5E9", "agentDisplayName": "Sales Workspace"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "sales-account-acme-001", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["headerCard", "metricsRow", "renewalAlert", "activityCard", "contactsCard", "followupsCard", "actionsCard"]}, {"id": "headerCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["accountHeader", "headerTags"]}, {"id": "accountHeader", "component": "CardHeader", "title": "Acme Corporation", "subtitle": "Owner: Sarah Chen  •  Enterprise AE  •  Account ID: ACME-8842"}, {"id": "headerTags", "component": "TagBlock", "tags": ["Enterprise", "Renewal Risk", "Health: Yellow"]}, {"id": "metricsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["valueCard", "stageCard", "renewalCard"]}, {"id": "valueCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["valueHeader", "valueAmount", "valueSub"]}, {"id": "valueHeader", "component": "TextContent", "text": "Total Deal Value", "size": "small"}, {"id": "valueAmount", "component": "Heading", "text": "$248,500", "level": "h2"}, {"id": "valueSub", "component": "TextContent", "text": "ACV $195k + Expansion $53.5k  •  3 open opportunities", "size": "small"}, {"id": "stageCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["stageHeader", "stageBadge", "stageProgress", "stageDetail"]}, {"id": "stageHeader", "component": "TextContent", "text": "Current Deal Stage", "size": "small"}, {"id": "stageBadge", "component": "Badge", "text": "4 / 5 — Negotiation", "variant": "secondary"}, {"id": "stageProgress", "component": "Progress", "value": 80, "label": "Negotiation"}, {"id": "stageDetail", "component": "TextContent", "text": "Proposal sent • Awaiting legal redlines", "size": "small"}, {"id": "renewalCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["renewalHeader", "renewalDateText", "renewalSub"]}, {"id": "renewalHeader", "component": "TextContent", "text": "Renewal Date", "size": "small"}, {"id": "renewalDateText", "component": "Heading", "text": "Sep 2, 2026", "level": "h3"}, {"id": "renewalSub", "component": "TextContent", "text": "15 days away • Annual contract", "size": "small"}, {"id": "renewalAlert", "component": "Alert", "variant": "warning", "title": "Renewal warning — 15 days away", "description": "Renewal on Sep 2, 2026 is near and contract review hasn't started. Prioritize MSA and security review follow-ups below."}, {"id": "activityCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["activityHeader", "activitySteps"]}, {"id": "activityHeader", "component": "CardHeader", "title": "Recent Activity", "subtitle": "In chronological order — newest first"}, {"id": "activitySteps", "component": "Steps", "items": ["step1", "step2", "step3", "step4"]}, {"id": "step1", "component": "StepsItem", "title": "Aug 15, 2026 — Proposal Sent", "details": "Sarah Chen sent revised proposal ($248.5k) to James Whitaker & Priya Desai. Awaiting feedback."}, {"id": "step2", "component": "StepsItem", "title": "Aug 12, 2026 — Demo Completed", "details": "Technical demo with Priya Desai (Champion) + 4 stakeholders. Positive feedback on SSO integration."}, {"id": "step3", "component": "StepsItem", "title": "Aug 10, 2026 — Discovery Call", "details": "Call with Marcus Lee (Legal). Flagged MSA redlines needed before procurement."}, {"id": "step4", "component": "StepsItem", "title": "Aug 05, 2026 — Intro Email", "details": "Outbound from Sarah Chen to James Whitaker (Economic Buyer). Meeting booked."}, {"id": "contactsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["contactsHeader", "contactsTable"]}, {"id": "contactsHeader", "component": "CardHeader", "title": "Contacts", "subtitle": "With role for each stakeholder"}, {"id": "contactsTable", "component": "Table", "columns": ["colContactName", "colContactRole", "colContactEmail"]}, {"id": "colContactName", "component": "Col", "label": "Name", "data": ["James Whitaker", "Priya Desai", "Marcus Lee"], "type": "string"}, {"id": "colContactRole", "component": "Col", "label": "Role", "data": ["Economic Buyer", "Champion — Head of Ops", "Legal Reviewer"], "type": "string"}, {"id": "colContactEmail", "component": "Col", "label": "Email", "data": ["j.whitaker@acme.com", "priya.d@acme.com", "m.lee@acme.com"], "type": "string"}, {"id": "followupsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["followupsHeader", "followupsTable"]}, {"id": "followupsHeader", "component": "CardHeader", "title": "Open Follow-ups", "subtitle": "Due dates included — sorted by urgency"}, {"id": "followupsTable", "component": "Table", "columns": ["colFollowTask", "colFollowDue", "colFollowOwner"]}, {"id": "colFollowTask", "component": "Col", "label": "Task", "data": ["Send revised MSA", "Schedule security review", "Follow up: Procurement intro"], "type": "string"}, {"id": "colFollowDue", "component": "Col", "label": "Due Date", "data": ["Aug 20, 2026 — Tomorrow", "Aug 22, 2026 — 3 days", "Aug 25, 2026 — 6 days"], "type": "string"}, {"id": "colFollowOwner", "component": "Col", "label": "Owner", "data": ["Sarah Chen", "Sarah Chen", "Sarah Chen"], "type": "string"}, {"id": "actionsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["actionsHeader", "actionsTabs"]}, {"id": "actionsHeader", "component": "CardHeader", "title": "Quick Actions", "subtitle": "Jot a note or log a call without leaving the account"}, {"id": "actionsTabs", "component": "Tabs", "items": ["tabNote", "tabCall"]}, {"id": "tabNote", "component": "TabItem", "value": "note", "trigger": "Jot a Note", "content": ["noteForm"]}, {"id": "tabCall", "component": "TabItem", "value": "call", "trigger": "Log a Call", "content": ["callForm"]}, {"id": "noteForm", "component": "Form", "name": "quickNoteForm", "fields": ["noteField"], "buttons": "noteButtons"}, {"id": "noteField", "component": "FormControl", "label": "Add a quick note", "hint": "Saved to account timeline instantly", "input": "noteInput"}, {"id": "noteInput", "component": "TextArea", "name": "quickNote", "placeholder": "Type your note about Acme — e.g., 'Priya confirmed budget approval...' ", "rows": 3}, {"id": "noteButtons", "component": "Buttons", "buttons": ["saveNoteBtn"]}, {"id": "saveNoteBtn", "component": "Button", "label": "Save Note", "variant": "primary"}, {"id": "callForm", "component": "Form", "name": "logCallForm", "fields": ["callDateField", "callOutcomeField", "callNotesField"], "buttons": "callButtons"}, {"id": "callDateField", "component": "FormControl", "label": "Call Date", "input": "callDateInput"}, {"id": "callDateInput", "component": "DatePicker", "name": "callDate", "mode": "single"}, {"id": "callOutcomeField", "component": "FormControl", "label": "Outcome", "input": "callOutcomeInput"}, {"id": "callOutcomeInput", "component": "Select", "name": "callOutcome", "placeholder": "Select outcome", "items": ["outcomeConnected", "outcomeNoAnswer", "outcomeLeftVM", "outcomeFollowUp"]}, {"id": "outcomeConnected", "component": "SelectItem", "value": "connected", "label": "Connected — Spoke with contact"}, {"id": "outcomeNoAnswer", "component": "SelectItem", "value": "no_answer", "label": "No Answer"}, {"id": "outcomeLeftVM", "component": "SelectItem", "value": "voicemail", "label": "Left Voicemail"}, {"id": "outcomeFollowUp", "component": "SelectItem", "value": "followup", "label": "Follow-up Scheduled"}, {"id": "callNotesField", "component": "FormControl", "label": "Call Notes", "input": "callNotesInput"}, {"id": "callNotesInput", "component": "TextArea", "name": "callNotes", "placeholder": "What was discussed? Next steps?", "rows": 3}, {"id": "callButtons", "component": "Buttons", "buttons": ["logCallBtn"]}, {"id": "logCallBtn", "component": "Button", "label": "Log Call", "variant": "primary"}]}}</a2ui-json>
+
+**Coverage map for your 9 requirements:**
+
+1. **Account name + owner** → Header `Acme Corporation` / `Owner: Sarah Chen`
+2. **Total deal value** → Metric card `$248,500`
+3. **Current deal stage** → `Negotiation (4/5)` + 80% progress
+4. **Recent activity in order** → Steps timeline newest-first (Aug 15 → Aug 05)
+5. **Contacts with role** → Table with Name / Role / Email
+6. **Open follow-ups with due dates** → Table with Task / Due Date / Owner
+7. **Jot a note** → Tab “Jot a Note” → TextArea + Save Note
+8. **Renewal date + warning** → `Sep 2, 2026` card + yellow `Alert` warning (15 days away)
+9. **Log a call** → Tab “Log a Call” → DatePicker + Outcome Select + Notes + Log Call
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..2c79bafb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r1.txt
@@ -0,0 +1,5 @@
+Month-end finance view for August 2026 — all 7 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"startup-finance-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Finance OS"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"startup-finance-view","components":[{"id":"root","component":"Card","children":["header","controlsRow","kpiRow","mainRow","transactionsCard","downloadCallout"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Month-End Finance","subtitle":"August 2026 • Closed on Aug 31, 2026 • All amounts in USD"},{"id":"controlsRow","component":"Card","children":["monthControl","downloadButtons"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"id":"monthControl","component":"FormControl","label":"View different month","input":"monthSelect","hint":"Select a closed month to refresh all KPIs, charts and transactions"},{"id":"monthSelect","component":"Select","name":"month","items":["sel-jul","sel-aug","sel-sep"],"placeholder":"August 2026","value":"2026-08"},{"id":"sel-jul","component":"SelectItem","value":"2026-07","label":"July 2026"},{"id":"sel-aug","component":"SelectItem","value":"2026-08","label":"August 2026 (Current)"},{"id":"sel-sep","component":"SelectItem","value":"2026-09","label":"September 2026 (Forecast)"},{"id":"downloadButtons","component":"Buttons","buttons":["downloadBtn"],"direction":"row"},{"id":"downloadBtn","component":"Button","label":"Download Statement (PDF)","variant":"primary","size":"medium"},{"id":"kpiRow","component":"Card","children":["cashCard","burnCard","runwayCard"],"variant":"clear","direction":"row","gap":"m"},{"id":"cashCard","component":"Card","children":["cashLabel","cashValue","cashSub","cashProgress"],"variant":"card","direction":"column","gap":"xs"},{"id":"cashLabel","component":"TextContent","text":"1 — Cash on Hand","size":"small"},{"id":"cashValue","component":"TextContent","text":"$842,500","size":"large-heavy"},{"id":"cashSub","component":"TextContent","text":"Bank + Treasury • +$18.2k vs July","size":"small"},{"id":"cashProgress","component":"Progress","value":84,"label":"84% of $1M target reserve"},{"id":"burnCard","component":"Card","children":["burnLabel","burnValue","burnSub","burnProgress"],"variant":"card","direction":"column","gap":"xs"},{"id":"burnLabel","component":"TextContent","text":"2 — Monthly Burn","size":"small"},{"id":"burnValue","component":"TextContent","text":"$127,400","size":"large-heavy"},{"id":"burnSub","component":"TextContent","text":"August total expenses • -3.1% vs July ($131,500)","size":"small"},{"id":"burnProgress","component":"Progress","value":63,"label":"63% of $200k burn limit"},{"id":"runwayCard","component":"Card","children":["runwayLabel","runwayValue","runwaySub","runwayProgress"],"variant":"card","direction":"column","gap":"xs"},{"id":"runwayLabel","component":"TextContent","text":"3 — Months of Runway","size":"small"},{"id":"runwayValue","component":"TextContent","text":"6.6 months","size":"large-heavy"},{"id":"runwaySub","component":"TextContent","text":"Cash $842,500 ÷ Burn $127,400 • Zero-revenue assumption","size":"small"},{"id":"runwayProgress","component":"Progress","value":55,"label":"5.5 months until 12-month target • Feb 2027"},{"id":"mainRow","component":"Card","children":["expensesCard","runwayDetailCard"],"variant":"clear","direction":"row","gap":"m","align":"stretch"},{"id":"expensesCard","component":"Card","children":["expensesHeader","expensesPie","expensesNote"],"variant":"card","direction":"column","gap":"m"},{"id":"expensesHeader","component":"CardHeader","title":"4 — Expenses Split by Category","subtitle":"August burn = $127,400 • 6 categories"},{"id":"expensesPie","component":"PieChart","labels":["Payroll","Cloud Infrastructure","Marketing","Office & Ops","Legal & Finance","Other"],"values":[62000,28000,18000,9000,6400,4000],"variant":"donut","appearance":"circular"},{"id":"expensesNote","component":"TextContent","text":"Payroll 48.7% • Cloud 22.0% • Marketing 14.1% • Office 7.1% • Legal 5.0% • Other 3.1%","size":"small"},{"id":"runwayDetailCard","component":"Card","children":["runwayDetailHeader","runwayDetailText","runwayCallout","separator1","runwayStats"],"variant":"card","direction":"column","gap":"m"},{"id":"runwayDetailHeader","component":"CardHeader","title":"Runway Detail","subtitle":"How 6.6 months is calculated"},{"id":"runwayDetailText","component":"MarkDownRenderer","textMarkdown":"**Formula:** `Runway = Cash on Hand / Monthly Burn`\n\n`$842,500 / $127,400 = 6.61 months`\n\nAt current burn, cash zero date is **~ March 15, 2027** if no new revenue or financing. Reduce burn by $20k → 7.8 months.","variant":"clear"},{"id":"runwayCallout","component":"Callout","variant":"warning","title":"Runway < 9 months","description":"Consider extending runway: freeze non-critical hires or move cloud workloads to reserved instances."},{"id":"separator1","component":"Separator","orientation":"horizontal","decorative":true},{"id":"runwayStats","component":"TextContent","text":"July runway: 6.4 months • Change: +0.2 months • Burn trend: ↓ 3.1% MoM","size":"small"},{"id":"transactionsCard","component":"Card","children":["transactionsHeader","transactionsTable"],"variant":"card","direction":"column","gap":"m"},{"id":"transactionsHeader","component":"CardHeader","title":"5 — Transactions Above $10,000 This Month","subtitle":"5 transactions • Filter: amount > $10,000 • August 1-31, 2026"},{"id":"transactionsTable","component":"Table","columns":["colDate","colDesc","colCategory","colAmount"]},{"id":"colDate","component":"Col","label":"Date","data":["2026-08-03","2026-08-05","2026-08-12","2026-08-15","2026-08-22"],"type":"string"},{"id":"colDesc","component":"Col","label":"Vendor / Description","data":["Rippling — Payroll Run","AWS — Cloud Services","Google Ads — Marketing","First Republic — Office Lease","Fenwick & West — Legal Retainer"],"type":"string"},{"id":"colCategory","component":"Col","label":"Category","data":["Payroll","Cloud Infrastructure","Marketing","Office & Ops","Legal & Finance"],"type":"string"},{"id":"colAmount","component":"Col","label":"Amount","data":[62000,28450,18200,12500,11200],"type":"number"},{"id":"downloadCallout","component":"TextCallout","variant":"neutral","title":"7 — Download Statement","description":"Use 'Download Statement (PDF)' at top to export the official August 2026 statement with all transactions, category totals, and runway disclosure. Also available as CSV."}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..64c9b782d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r2.txt
@@ -0,0 +1,5 @@
+Single-screen month-end close — all 7 items covered. Use the month selector to switch periods and download for the full statement.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"startup-finance-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Finance Close"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"startup-finance-view","components":[{"component":"Card","id":"root","children":["header","controlsCard","metricsRow","alertRunway","expensesCard","transactionsCard"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Month-End Finance — May 2026","subtitle":"Closed books • All figures in USD • Last updated May 31, 2026"},{"component":"Card","id":"controlsCard","children":["monthControl","downloadButtons"],"direction":"row","gap":"m","align":"end","justify":"between","variant":"sunk"},{"component":"FormControl","id":"monthControl","label":"View Month","input":"selectMonth","hint":"Select a different close to review"},{"component":"Select","id":"selectMonth","name":"selectedMonth","items":["itemMay","itemApr","itemMar","itemFeb"],"placeholder":"May 2026","value":"2026-05"},{"component":"SelectItem","id":"itemMay","value":"2026-05","label":"May 2026 — Current"},{"component":"SelectItem","id":"itemApr","value":"2026-04","label":"April 2026"},{"component":"SelectItem","id":"itemMar","value":"2026-03","label":"March 2026"},{"component":"SelectItem","id":"itemFeb","value":"2026-02","label":"February 2026"},{"component":"Buttons","id":"downloadButtons","buttons":["downloadBtn"],"direction":"row"},{"component":"Button","id":"downloadBtn","label":"Download Statement (PDF)","variant":"primary","size":"medium"},{"component":"Card","id":"metricsRow","children":["cashCard","burnCard","runwayCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"cashCard","children":["cashLabel","cashValue","cashHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"cashLabel","text":"CASH ON HAND","size":"small"},{"component":"Heading","id":"cashValue","text":"$842,500","level":"h2"},{"component":"TextContent","id":"cashHint","text":"Operating + reserve • +$12.4k vs Apr","size":"small"},{"component":"Card","id":"burnCard","children":["burnLabel","burnValue","burnHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"burnLabel","text":"MONTHLY BURN","size":"small"},{"component":"Heading","id":"burnValue","text":"$127,300","level":"h2"},{"component":"TextContent","id":"burnHint","text":"May total expenses • 3-mo avg $121,100","size":"small"},{"component":"Card","id":"runwayCard","children":["runwayLabel","runwayValue","runwayProgress","runwayHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"runwayLabel","text":"MONTHS OF RUNWAY","size":"small"},{"component":"Heading","id":"runwayValue","text":"6.6 months","level":"h2"},{"component":"Progress","id":"runwayProgress","value":55,"label":"at current burn"},{"component":"TextContent","id":"runwayHint","text":"Cash ÷ Burn = 842.5k / 127.3k","size":"small"},{"component":"Alert","id":"alertRunway","title":"Runway below 12 months","description":"At current burn, cash covers ~6.6 months. Consider extending runway or reducing burn.","variant":"warning"},{"component":"Card","id":"expensesCard","children":["expensesHeader","expensesPie"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"expensesHeader","title":"Expenses Split by Category","subtitle":"May 2026 • Total $127,300 broken down below"},{"component":"PieChart","id":"expensesPie","labels":["Payroll","Cloud & Infra","Marketing","Office & Ops","Legal & Finance"],"values":[68000,24500,18200,9600,7000],"variant":"donut","appearance":"circular"},{"component":"Card","id":"transactionsCard","children":["txHeader","txTable"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"txHeader","title":"Transactions > $10,000","subtitle":"5 transactions this month • May 1–31, 2026"},{"component":"Table","id":"txTable","columns":["colDate","colDesc","colCategory","colAmount"]},{"component":"Col","id":"colDate","label":"Date","data":["2026-05-03","2026-05-09","2026-05-14","2026-05-18","2026-05-27"],"type":"string"},{"component":"Col","id":"colDesc","label":"Description","data":["Payroll — Gusto","AWS & GCP — Cloud Infrastructure","Series A Legal — Cooley LLP","Office Lease — 548 Market St","Performance Marketing — Google / Meta"],"type":"string"},{"component":"Col","id":"colCategory","label":"Category","data":["Payroll","Cloud & Infra","Legal & Finance","Office & Ops","Marketing"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["$68,420","$24,510","$18,200","$12,800","$15,750"],"type":"string"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..fdc23c3df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r3.txt
@@ -0,0 +1,5 @@
+Month-end finance dashboard ready — covering cash, burn, runway, category split, $10k+ transactions, month selector, and statement download.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"startup-finance-may2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Finance Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"startup-finance-may2026","components":[{"component":"Card","id":"root","children":["header","controlsCard","alertRunway","metricsRow","expensesSection","transactionsSection","footer"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Month-End Finance View","subtitle":"May 2026 • Closing snapshot • Updated June 1, 2026 — All figures in USD"},{"component":"Card","id":"controlsCard","children":["monthSelectorControl","downloadGroup"],"direction":"row","gap":"m","justify":"between","align":"center","variant":"sunk"},{"component":"Alert","id":"alertRunway","title":"Runway watch: 6.6 months remaining","description":"At current burn ($127,300/mo), cash on hand ($842,500) covers operations through ~December 2026. Consider burn reduction or bridge planning if runway drops below 6 months.","variant":"warning"},{"component":"Card","id":"metricsRow","children":["cashCard","burnCard","runwayCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"expensesSection","children":["expensesHeader","expensesContent"],"direction":"column","gap":"m","variant":"card"},{"component":"Card","id":"transactionsSection","children":["txHeader","txTable","txCallout"],"direction":"column","gap":"m","variant":"card"},{"component":"Card","id":"footer","children":["footerText","footerButtons"],"direction":"row","gap":"m","justify":"between","align":"center","variant":"clear"},{"component":"FormControl","id":"monthSelectorControl","label":"View different month","input":"monthSelect","hint":"Switch statement period"},{"component":"Buttons","id":"downloadGroup","buttons":["btnDownloadPdf","btnDownloadCsv"],"direction":"row"},{"component":"Card","id":"cashCard","children":["cashLabel","cashAmount","cashSub","cashBadge"],"direction":"column","gap":"xs","variant":"card"},{"component":"Card","id":"burnCard","children":["burnLabel","burnAmount","burnSub","burnBadge"],"direction":"column","gap":"xs","variant":"card"},{"component":"Card","id":"runwayCard","children":["runwayLabel","runwayAmount","runwayProgress","runwaySub"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"expensesHeader","title":"Expenses Split by Category","subtitle":"Total monthly burn: $127,300 — 6 categories"},{"component":"Card","id":"expensesContent","children":["expensePie","expenseTable"],"direction":"row","gap":"l","align":"center","variant":"clear"},{"component":"CardHeader","id":"txHeader","title":"Transactions Above $10,000 This Month","subtitle":"5 transactions flagged • May 1–31, 2026"},{"component":"Table","id":"txTable","columns":["colTxDate","colTxDesc","colTxCategory","colTxAmount"]},{"component":"TextCallout","id":"txCallout","variant":"info","title":"Threshold filter active","description":"Showing only transactions > $10,000. Full ledger (47 transactions) available in downloaded statement."},{"component":"TextContent","id":"footerText","text":"Need the full ledger? Download includes all transactions, receipts, and reconciled balances.","size":"small"},{"component":"Buttons","id":"footerButtons","buttons":["btnDownloadFull"],"direction":"row"},{"component":"Select","id":"monthSelect","name":"monthSelect","items":["si-may2026","si-jun2026","si-apr2026","si-mar2026","si-feb2026"],"placeholder":"Select month","value":"2026-05"},{"component":"SelectItem","id":"si-may2026","value":"2026-05","label":"May 2026 (Current)"},{"component":"SelectItem","id":"si-jun2026","value":"2026-06","label":"June 2026 (Preview)"},{"component":"SelectItem","id":"si-apr2026","value":"2026-04","label":"April 2026"},{"component":"SelectItem","id":"si-mar2026","value":"2026-03","label":"March 2026"},{"component":"SelectItem","id":"si-feb2026","value":"2026-02","label":"February 2026"},{"component":"Button","id":"btnDownloadPdf","label":"Download Statement (PDF)","variant":"primary","size":"medium"},{"component":"Button","id":"btnDownloadCsv","label":"Download CSV","variant":"secondary","size":"medium"},{"component":"TextContent","id":"cashLabel","text":"1 — CASH ON HAND","size":"small"},{"component":"Heading","id":"cashAmount","text":"$842,500","level":"h1"},{"component":"TextContent","id":"cashSub","text":"Bank + Treasury • +$12.4k vs Apr","size":"small"},{"component":"Badge","id":"cashBadge","text":"Healthy reserve","variant":"secondary"},{"component":"TextContent","id":"burnLabel","text":"2 — MONTHLY BURN","size":"small"},{"component":"Heading","id":"burnAmount","text":"$127,300","level":"h1"},{"component":"TextContent","id":"burnSub","text":"May expenses • -3.2% vs Apr ($131.5k)","size":"small"},{"component":"Badge","id":"burnBadge","text":"Burn down","variant":"outline"},{"component":"TextContent","id":"runwayLabel","text":"3 — MONTHS OF RUNWAY","size":"small"},{"component":"Heading","id":"runwayAmount","text":"6.6 months","level":"h1"},{"component":"Progress","id":"runwayProgress","value":55,"label":"6.6 / 12 mo target"},{"component":"TextContent","id":"runwaySub","text":"$842,500 ÷ $127,300 • Through Dec 2026","size":"small"},{"component":"PieChart","id":"expensePie","labels":["Payroll","Cloud & Infra","Marketing","Office & Ops","Legal & Finance","Other"],"values":[58000,22400,18500,12000,9000,7400],"variant":"donut","appearance":"circular"},{"component":"Table","id":"expenseTable","columns":["colCat","colAmt","colShare","colTrend"]},{"component":"Col","id":"colTxDate","label":"Date","data":["2026-05-02","2026-05-07","2026-05-15","2026-05-19","2026-05-27"],"type":"string"},{"component":"Col","id":"colTxDesc","label":"Description","data":["Payroll — Gusto","AWS / GCP — Cloud","Series A Legal Fees","Paid Campaign — LinkedIn","Office Lease — HQ"],"type":"string"},{"component":"Col","id":"colTxCategory","label":"Category","data":["Payroll","Cloud & Infra","Legal & Finance","Marketing","Office & Ops"],"type":"string"},{"component":"Col","id":"colTxAmount","label":"Amount","data":["$58,000","$14,200","$12,500","$11,800","$10,900"],"type":"string"},{"component":"Button","id":"btnDownloadFull","label":"Download Full Statement","variant":"primary","size":"medium"},{"component":"Col","id":"colCat","label":"Category","data":["Payroll","Cloud & Infra","Marketing","Office & Ops","Legal & Finance","Other"],"type":"string"},{"component":"Col","id":"colAmt","label":"Amount","data":["$58,000","$22,400","$18,500","$12,000","$9,000","$7,400"],"type":"string"},{"component":"Col","id":"colShare","label":"Share","data":["45.6%","17.6%","14.5%","9.4%","7.1%","5.8%"],"type":"string"},{"component":"Col","id":"colTrend","label":"vs Apr","data":["+2.1%","-8.4%","-12%","+5%","flat","-3%"],"type":"string"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..941de92db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-finance__r4.txt
@@ -0,0 +1,5 @@
+Startup month-end finance dashboard — all 7 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"startup-finance-june-2026","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"FinanceOS"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"startup-finance-june-2026","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","mainRow","footerAlert"],"variant":"clear","direction":"column","gap":"m"},{"component":"Card","id":"headerCard","children":["headerTextBlock","headerControls"],"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},{"component":"Card","id":"headerTextBlock","children":["headingMain","subtitle"],"variant":"clear","direction":"column","gap":"xs"},{"component":"Heading","id":"headingMain","text":"Month-End Finance — June 2026","level":"h2"},{"component":"TextContent","id":"subtitle","text":"Cash, burn, runway & spend — single view for founders and investors.","size":"small"},{"component":"Card","id":"headerControls","children":["monthSelectControl","downloadButtons"],"variant":"clear","direction":"row","gap":"m","align":"center"},{"component":"FormControl","id":"monthSelectControl","label":"View Month","input":"monthSelect","hint":"Switch to see prior closes"},{"component":"Select","id":"monthSelect","name":"month","items":["monthOptJun","monthOptMay","monthOptApr","monthOptMar"],"placeholder":"Select month","value":"2026-06","size":"medium"},{"component":"SelectItem","id":"monthOptJun","value":"2026-06","label":"June 2026 (Current)"},{"component":"SelectItem","id":"monthOptMay","value":"2026-05","label":"May 2026"},{"component":"SelectItem","id":"monthOptApr","value":"2026-04","label":"April 2026"},{"component":"SelectItem","id":"monthOptMar","value":"2026-03","label":"March 2026"},{"component":"Buttons","id":"downloadButtons","buttons":["downloadBtn"],"direction":"row"},{"component":"Button","id":"downloadBtn","label":"⬇ Download Statement (PDF)","variant":"primary","size":"medium"},{"component":"Card","id":"kpiRow","children":["cashCard","burnCard","runwayCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"cashCard","children":["cashHeader","cashValue","cashSub","cashProgress"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"cashHeader","title":"1. Cash on Hand","subtitle":"All accounts • Jun 30 close"},{"component":"TextContent","id":"cashValue","text":"$1,240,000","size":"large-heavy"},{"component":"TextContent","id":"cashSub","text":"▲ $42k vs May • Silicon Valley Bank + Brex","size":"small"},{"component":"Progress","id":"cashProgress","value":62,"label":"62% of $2M seed remaining"},{"component":"Card","id":"burnCard","children":["burnHeader","burnValue","burnSub","burnProgress"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"burnHeader","title":"2. Monthly Burn","subtitle":"June 2026 • Net outflow"},{"component":"TextContent","id":"burnValue","text":"$185,000","size":"large-heavy"},{"component":"TextContent","id":"burnSub","text":"↗ 8.2% vs May ($171k) • Gross burn $198k","size":"small"},{"component":"Progress","id":"burnProgress","value":74,"label":"Burn vs $250k budget: 74%"},{"component":"Card","id":"runwayCard","children":["runwayHeader","runwayValue","runwaySub","runwayProgress"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"runwayHeader","title":"3. Months of Runway","subtitle":"At current burn rate"},{"component":"TextContent","id":"runwayValue","text":"6.7 months","size":"large-heavy"},{"component":"TextContent","id":"runwaySub","text":"Runway to ~ Jan 2027 • Raise target: Q4","size":"small"},{"component":"Progress","id":"runwayProgress","value":37,"label":"Critical threshold: < 9 months"},{"component":"Card","id":"mainRow","children":["expensesCard","transactionsCard"],"variant":"clear","direction":"row","gap":"m","align":"stretch"},{"component":"Card","id":"expensesCard","children":["expensesHeader","expensesPie","expensesNote"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"expensesHeader","title":"4. Expenses Split by Category","subtitle":"June burn breakdown • $185,000 total"},{"component":"PieChart","id":"expensesPie","labels":["Salaries","Marketing","Infrastructure","Office & Ops","Legal"],"values":[110000,32000,22000,12000,9000],"variant":"donut","appearance":"circular"},{"component":"TextContent","id":"expensesNote","text":"Salaries 59.5% • Marketing 17.3% • Infra 11.9% • Office 6.5% • Legal 4.9%. Salaries +$7k MoM due to 2 hires.","size":"small"},{"component":"Card","id":"transactionsCard","children":["transactionsHeader","transactionsTable"],"variant":"card","direction":"column","gap":"m"},{"component":"CardHeader","id":"transactionsHeader","title":"5. Transactions > $10,000","subtitle":"June 2026 • 5 transactions • Filtered automatically"},{"component":"Table","id":"transactionsTable","columns":["colDate","colDesc","colCategory","colAmount","colStatus"]},{"component":"Col","id":"colDate","label":"Date","data":["Jun 03","Jun 12","Jun 15","Jun 21","Jun 28"],"type":"string"},{"component":"Col","id":"colDesc","label":"Description","data":["Payroll — Engineering","AWS — Infrastructure","Google Ads Campaign","Office Lease — SOMA","Legal Retainer — Financing"],"type":"string"},{"component":"Col","id":"colCategory","label":"Category","data":["Salaries","Infrastructure","Marketing","Office & Ops","Legal"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["$85,000","$18,400","$22,000","$12,000","$15,000"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Cleared","Cleared","Pending","Cleared","Cleared"],"type":"string"},{"component":"Alert","id":"footerAlert","title":"Runway watch: 6.7 months remaining","description":"At $185k/mo burn, cash lasts to January 2027. Consider extending runway to 12+ months before next raise. Download the full statement for bank reconciliation.","variant":"warning"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..b86445a4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r1.txt
@@ -0,0 +1,4 @@
+Logistics Coordinator board covering all 9 items — live transit table, delayed callouts, on-time %, carrier split, route search, avg cost, 8-week volume trend, flag action, and refresh timestamp.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"logistics-board-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C75","agentDisplayName":"Logistics Ops"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"logistics-board-001","components":[{"component":"Card","id":"root","children":["header","metricsRow","searchFlagRow","chartsRow","shipmentsCard","delayedSection","footerCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Logistics Coordinator Board","subtitle":"Centralized shipment control • 6 in transit • Last refreshed: May 27, 2026 at 08:42 UTC"},{"component":"Card","id":"metricsRow","children":["onTimeCard","avgCostCard","delayedSummaryCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"onTimeCard","children":["onTimeTitle","progressOnTime","onTimeDesc"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"avgCostCard","children":["avgCostTitle","avgCostValue","avgCostTrend"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"delayedSummaryCard","children":["delayedTitle","delayedValue","delayedDesc"],"direction":"column","gap":"s","variant":"card"},{"component":"TextContent","id":"onTimeTitle","text":"On-Time % — This Month","size":"small-heavy"},{"component":"Progress","id":"progressOnTime","value":92.4,"label":"92.4% on-time (214 / 232 shipments)"},{"component":"TextContent","id":"onTimeDesc","text":"▲ +1.8% vs April • Target: 95%","size":"small"},{"component":"TextContent","id":"avgCostTitle","text":"Average Cost / Shipment","size":"small-heavy"},{"component":"Heading","id":"avgCostValue","text":"$1,248","level":"h2"},{"component":"TextContent","id":"avgCostTrend","text":"▼ $42 vs last month • 232 shipments this month","size":"small"},{"component":"TextContent","id":"delayedTitle","text":"Delayed Shipments","size":"small-heavy"},{"component":"Heading","id":"delayedValue","text":"3 flagged","level":"h2"},{"component":"TextContent","id":"delayedDesc","text":"Requires attention — see callout below","size":"small"},{"component":"Card","id":"searchFlagRow","children":["searchCard","flagCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"searchCard","children":["searchHeader","searchForm"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"flagCard","children":["flagHeader","flagForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"searchHeader","title":"Search by Route","subtitle":"Filter in-transit shipments by origin → destination"},{"component":"Form","id":"searchForm","name":"searchRoute","fields":["originControl","destControl"],"buttons":"searchButtons"},{"component":"Buttons","id":"searchButtons","buttons":["searchBtn"],"direction":"row"},{"component":"Button","id":"searchBtn","label":"Search Route","variant":"primary"},{"component":"FormControl","id":"originControl","label":"Origin","input":"originInput","hint":"e.g., Chicago, Long Beach"},{"component":"FormControl","id":"destControl","label":"Destination","input":"destInput","hint":"e.g., Dallas, Phoenix"},{"component":"Input","id":"originInput","name":"origin","placeholder":"Origin city or ZIP"},{"component":"Input","id":"destInput","name":"destination","placeholder":"Destination city or ZIP"},{"component":"CardHeader","id":"flagHeader","title":"Flag a Shipment","subtitle":"Escalate for follow-up or exception handling"},{"component":"Form","id":"flagForm","name":"flagShipment","fields":["flagSelectControl","reasonControl"],"buttons":"flagButtons"},{"component":"Buttons","id":"flagButtons","buttons":["flagBtn"],"direction":"row"},{"component":"Button","id":"flagBtn","label":"Flag Shipment","variant":"secondary","type":"destructive"},{"component":"FormControl","id":"flagSelectControl","label":"Shipment ID","input":"flagSelect"},{"component":"FormControl","id":"reasonControl","label":"Reason / Note","input":"reasonInput","hint":"e.g., Customer escalation, re-route needed"},{"component":"Select","id":"flagSelect","name":"shipmentId","items":["flagItem1","flagItem2","flagItem3","flagItem4","flagItem5","flagItem6"],"placeholder":"Select shipment"},{"component":"SelectItem","id":"flagItem1","value":"SHP-8841","label":"SHP-8841 — Chicago → Dallas"},{"component":"SelectItem","id":"flagItem2","value":"SHP-8842","label":"SHP-8842 — Long Beach → Phoenix (Delayed)"},{"component":"SelectItem","id":"flagItem3","value":"SHP-8847","label":"SHP-8847 — Newark → Atlanta"},{"component":"SelectItem","id":"flagItem4","value":"SHP-8850","label":"SHP-8850 — Seattle → Denver (Delayed)"},{"component":"SelectItem","id":"flagItem5","value":"SHP-8853","label":"SHP-8853 — Memphis → Miami"},{"component":"SelectItem","id":"flagItem6","value":"SHP-8855","label":"SHP-8855 — Detroit → Houston (Delayed)"},{"component":"TextArea","id":"reasonInput","name":"reason","placeholder":"Add note for ops team...","rows":2},{"component":"Card","id":"chartsRow","children":["carrierCard","weeklyCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"carrierCard","children":["carrierHeader","carrierPie","carrierLegend"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"weeklyCard","children":["weeklyHeader","weeklyChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"carrierHeader","title":"Volume Split by Carrier","subtitle":"Past 30 days • 232 shipments"},{"component":"PieChart","id":"carrierPie","labels":["FedEx Freight","XPO","J.B. Hunt","Old Dominion","Schneider"],"values":[79,63,44,28,18],"variant":"donut"},{"component":"TextContent","id":"carrierLegend","text":"FedEx 34% • XPO 27% • J.B. Hunt 19% • Old Dominion 12% • Schneider 8%","size":"small"},{"component":"CardHeader","id":"weeklyHeader","title":"Weekly Volume — Past 2 Months","subtitle":"Apr 7 – May 26 • Total 1,286 shipments"},{"component":"LineChart","id":"weeklyChart","labels":["Apr 7","Apr 14","Apr 21","Apr 28","May 5","May 12","May 19","May 26"],"series":["weeklySeries"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},{"component":"Series","id":"weeklySeries","category":"Shipments","values":[142,156,138,165,172,158,181,174]},{"component":"Card","id":"shipmentsCard","children":["shipmentsHeader","shipmentsTable","shipmentsHint"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"shipmentsHeader","title":"Shipments in Transit","subtitle":"6 active • Tap Flag to escalate"},{"component":"Table","id":"shipmentsTable","columns":["colId","colOrigin","colDest","colETA","colStatus","colAction"]},{"component":"Col","id":"colId","label":"Shipment ID","data":["SHP-8841","SHP-8842","SHP-8847","SHP-8850","SHP-8853","SHP-8855"],"type":"string"},{"component":"Col","id":"colOrigin","label":"Origin","data":["Chicago, IL","Long Beach, CA","Newark, NJ","Seattle, WA","Memphis, TN","Detroit, MI"],"type":"string"},{"component":"Col","id":"colDest","label":"Destination","data":["Dallas, TX","Phoenix, AZ","Atlanta, GA","Denver, CO","Miami, FL","Houston, TX"],"type":"string"},{"component":"Col","id":"colETA","label":"ETA","data":["May 29, 09:00","May 28, 16:30","May 30, 11:00","May 27, 14:00","May 29, 18:00","May 28, 20:15"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["On Track","Delayed — Customs","On Track","Delayed — Weather","On Track","Delayed — Carrier"],"type":"string"},{"component":"Col","id":"colAction","label":"Flag","data":["Flag","Flag","Flag","Flag","Flag","Flag"],"type":"action"},{"component":"TextContent","id":"shipmentsHint","text":"Tip: Use Search by Route above to filter this table, or use Flag a Shipment to escalate.","size":"small"},{"component":"Card","id":"delayedSection","children":["delayedHeader","delayedAlert","delayedListBlock"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"delayedHeader","title":"Delayed Shipments — Attention Required"},{"component":"Alert","id":"delayedAlert","title":"3 shipments delayed","description":"SHP-8842 (Customs hold, Long Beach → Phoenix), SHP-8850 (Weather delay, Seattle → Denver), SHP-8855 (Carrier capacity, Detroit → Houston). On-time % impacted: 92.4% vs 95% target.","variant":"warning"},{"component":"ListBlock","id":"delayedListBlock","items":["delayedItem1","delayedItem2","delayedItem3"],"variant":"number"},{"component":"ListItem","id":"delayedItem1","title":"SHP-8842 — Long Beach, CA → Phoenix, AZ","subtitle":"ETA May 28, 16:30 • Delayed — Customs hold at port • Action: Contact broker, ETA +1 day"},{"component":"ListItem","id":"delayedItem2","title":"SHP-8850 — Seattle, WA → Denver, CO","subtitle":"ETA May 27, 14:00 • Delayed — Weather (I-80 closure) • Action: Rerouted via I-70, monitor"},{"component":"ListItem","id":"delayedItem3","title":"SHP-8855 — Detroit, MI → Houston, TX","subtitle":"ETA May 28, 20:15 • Delayed — Carrier capacity • Action: Flagged for carrier escalation"},{"component":"Card","id":"footerCard","children":["footerText","footerSubtext"],"direction":"column","gap":"xs","variant":"clear"},{"component":"TextContent","id":"footerText","text":"Last refreshed: May 27, 2026 at 08:42 UTC • Data source: TMS + Carrier EDI feeds • Auto-refresh every 15 min","size":"small"},{"component":"TextContent","id":"footerSubtext","text":"Next refresh: 08:57 UTC • Coverage: All 9 board items included","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..aa2610b53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r2.txt
@@ -0,0 +1,525 @@
+Your logistics board is live — tracking in-transit shipments, delays, carrier split and weekly volume in one view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "logistics-board",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F4C75",
+      "agentDisplayName": "Logistics Coordinator"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "logistics-board",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "header",
+          "lastRefreshText",
+          "statsRow",
+          "searchCard",
+          "delayedAlert",
+          "shipmentsCard",
+          "flagCard",
+          "chartsRow"
+        ],
+        "direction": "column",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "CardHeader",
+        "id": "header",
+        "title": "Logistics Coordinator Board",
+        "subtitle": "Single-screen control for in-transit shipments, carrier performance & exceptions"
+      },
+      {
+        "component": "TextContent",
+        "id": "lastRefreshText",
+        "text": "Last refreshed: **Aug 18, 2026 at 14:32 UTC** • Auto-refreshes every 15 min • Data source: TMS + Carrier EDI",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "statsRow",
+        "children": [
+          "onTimeCard",
+          "avgCostCard",
+          "delayedCountCard"
+        ],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "onTimeCard",
+        "children": [
+          "onTimeHeader",
+          "onTimeProgress",
+          "onTimeDesc"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "onTimeHeader",
+        "title": "On-Time % This Month",
+        "subtitle": "Target: 95% • 312 of 357 delivered on time"
+      },
+      {
+        "component": "Progress",
+        "id": "onTimeProgress",
+        "value": 87.4,
+        "label": "87.4% On-Time"
+      },
+      {
+        "component": "TextContent",
+        "id": "onTimeDesc",
+        "text": "↓ 2.1% vs July • 45 exceptions this month",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "avgCostCard",
+        "children": [
+          "avgCostHeader",
+          "avgCostValue",
+          "avgCostDesc"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "avgCostHeader",
+        "title": "Average Cost / Shipment",
+        "subtitle": "Month-to-date • All modes"
+      },
+      {
+        "component": "Heading",
+        "id": "avgCostValue",
+        "text": "$4,820",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "avgCostDesc",
+        "text": "↑ $210 vs last month • Fuel surcharge +3.4%",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "delayedCountCard",
+        "children": [
+          "delayedCountHeader",
+          "delayedCountValue",
+          "delayedCountDesc"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "delayedCountHeader",
+        "title": "Delayed In Transit",
+        "subtitle": "Requires attention"
+      },
+      {
+        "component": "Heading",
+        "id": "delayedCountValue",
+        "text": "2 of 6 shipments",
+        "level": "h2"
+      },
+      {
+        "component": "TextContent",
+        "id": "delayedCountDesc",
+        "text": "33% of active shipments delayed",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "searchCard",
+        "children": [
+          "searchHeader",
+          "searchControl"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "searchHeader",
+        "title": "Search by Route",
+        "subtitle": "Filter table by origin → destination (e.g., Shanghai → Los Angeles)"
+      },
+      {
+        "component": "FormControl",
+        "id": "searchControl",
+        "label": "Route Search",
+        "input": "routeSearchInput",
+        "hint": "Type origin, destination, or corridor to filter shipments below"
+      },
+      {
+        "component": "Input",
+        "id": "routeSearchInput",
+        "name": "routeSearch",
+        "placeholder": "Search route e.g., Rotterdam → New York or Shanghai",
+        "type": "text"
+      },
+      {
+        "component": "Alert",
+        "id": "delayedAlert",
+        "title": "Delayed Shipments — Action Required",
+        "description": "SHP-8824 (Rotterdam → New York) — 2 days late, port congestion. SHP-8830 (Dubai → Felixstowe) — Customs hold, ETA slipped to Aug 19. Both flagged for carrier follow-up.",
+        "variant": "warning"
+      },
+      {
+        "component": "Card",
+        "id": "shipmentsCard",
+        "children": [
+          "shipmentsHeader",
+          "shipmentsTable"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "shipmentsHeader",
+        "title": "Shipments In Transit (6)",
+        "subtitle": "Origin • Destination • ETA • Status • Flag action"
+      },
+      {
+        "component": "Table",
+        "id": "shipmentsTable",
+        "columns": [
+          "colId",
+          "colOrigin",
+          "colDestination",
+          "colETA",
+          "colStatus",
+          "colAction"
+        ]
+      },
+      {
+        "component": "Col",
+        "id": "colId",
+        "label": "Shipment ID",
+        "data": [
+          "SHP-8821",
+          "SHP-8824",
+          "SHP-8829",
+          "SHP-8830",
+          "SHP-8832",
+          "SHP-8835"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colOrigin",
+        "label": "Origin",
+        "data": [
+          "Shanghai, CN",
+          "Rotterdam, NL",
+          "Singapore, SG",
+          "Dubai, AE",
+          "Busan, KR",
+          "Santos, BR"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colDestination",
+        "label": "Destination",
+        "data": [
+          "Los Angeles, US",
+          "New York, US",
+          "Hamburg, DE",
+          "Felixstowe, GB",
+          "Long Beach, US",
+          "Houston, US"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colETA",
+        "label": "ETA",
+        "data": [
+          "2026-08-22",
+          "2026-08-20 ⚠️",
+          "2026-08-24",
+          "2026-08-19 ⚠️",
+          "2026-08-25",
+          "2026-08-21"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStatus",
+        "label": "Status",
+        "data": [
+          "In Transit",
+          "Delayed - Port Congestion",
+          "In Transit",
+          "Delayed - Customs Hold",
+          "In Transit",
+          "In Transit - On Schedule"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colAction",
+        "label": "Flag",
+        "data": [
+          "Flag",
+          "Flag",
+          "Flag",
+          "Flag",
+          "Flag",
+          "Flag"
+        ],
+        "type": "action"
+      },
+      {
+        "component": "Card",
+        "id": "flagCard",
+        "children": [
+          "flagHeader",
+          "flagForm"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "sunk"
+      },
+      {
+        "component": "CardHeader",
+        "id": "flagHeader",
+        "title": "Flag a Shipment",
+        "subtitle": "Escalate for review, hold, or carrier dispute"
+      },
+      {
+        "component": "Form",
+        "id": "flagForm",
+        "name": "flagShipment",
+        "buttons": "flagButtons",
+        "fields": [
+          "flagSelectControl",
+          "flagReasonControl"
+        ]
+      },
+      {
+        "component": "FormControl",
+        "id": "flagSelectControl",
+        "label": "Select Shipment",
+        "input": "flagSelect"
+      },
+      {
+        "component": "Select",
+        "id": "flagSelect",
+        "name": "shipmentId",
+        "placeholder": "Choose shipment to flag",
+        "items": [
+          "opt8821",
+          "opt8824",
+          "opt8829",
+          "opt8830",
+          "opt8832",
+          "opt8835"
+        ]
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8821",
+        "value": "SHP-8821",
+        "label": "SHP-8821 — Shanghai → Los Angeles"
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8824",
+        "value": "SHP-8824",
+        "label": "SHP-8824 — Rotterdam → New York (Delayed)"
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8829",
+        "value": "SHP-8829",
+        "label": "SHP-8829 — Singapore → Hamburg"
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8830",
+        "value": "SHP-8830",
+        "label": "SHP-8830 — Dubai → Felixstowe (Delayed)"
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8832",
+        "value": "SHP-8832",
+        "label": "SHP-8832 — Busan → Long Beach"
+      },
+      {
+        "component": "SelectItem",
+        "id": "opt8835",
+        "value": "SHP-8835",
+        "label": "SHP-8835 — Santos → Houston"
+      },
+      {
+        "component": "FormControl",
+        "id": "flagReasonControl",
+        "label": "Reason / Note",
+        "input": "flagReason",
+        "hint": "Will notify ops and add to delayed watchlist"
+      },
+      {
+        "component": "TextArea",
+        "id": "flagReason",
+        "name": "flagReason",
+        "placeholder": "e.g., Customer escalation, damage risk, reroute request...",
+        "rows": 2
+      },
+      {
+        "component": "Buttons",
+        "id": "flagButtons",
+        "buttons": [
+          "flagSubmitBtn",
+          "flagCancelBtn"
+        ],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "flagSubmitBtn",
+        "label": "Flag Shipment",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "flagCancelBtn",
+        "label": "Clear",
+        "variant": "secondary"
+      },
+      {
+        "component": "Card",
+        "id": "chartsRow",
+        "children": [
+          "carrierCard",
+          "weeklyCard"
+        ],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "carrierCard",
+        "children": [
+          "carrierHeader",
+          "carrierPie"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "carrierHeader",
+        "title": "Volume Split by Carrier",
+        "subtitle": "This month • Total 357 shipments"
+      },
+      {
+        "component": "PieChart",
+        "id": "carrierPie",
+        "labels": [
+          "Maersk",
+          "MSC",
+          "CMA CGM",
+          "Evergreen"
+        ],
+        "values": [
+          150,
+          100,
+          64,
+          43
+        ],
+        "variant": "donut"
+      },
+      {
+        "component": "Card",
+        "id": "weeklyCard",
+        "children": [
+          "weeklyHeader",
+          "weeklyChart"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "weeklyHeader",
+        "title": "Weekly Volume — Past 2 Months",
+        "subtitle": "Shipments per week • Jun 22 - Aug 17"
+      },
+      {
+        "component": "AreaChart",
+        "id": "weeklyChart",
+        "labels": [
+          "Jun 22",
+          "Jun 29",
+          "Jul 06",
+          "Jul 13",
+          "Jul 20",
+          "Jul 27",
+          "Aug 03",
+          "Aug 10",
+          "Aug 17"
+        ],
+        "series": [
+          "weeklySeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Shipments"
+      },
+      {
+        "component": "Series",
+        "id": "weeklySeries",
+        "category": "Volume",
+        "values": [
+          124,
+          138,
+          142,
+          156,
+          148,
+          165,
+          172,
+          158,
+          180
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..e64e37bb3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r3.txt
@@ -0,0 +1,484 @@
+Logistics Coordinator board built — all 9 items covered with live transit tracking, alerts, and operational controls.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "logistics-board",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0E5A8A",
+      "agentDisplayName": "Logistics Ops"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "logistics-board",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "header",
+          "lastRefreshed",
+          "delayedAlert",
+          "kpiRow",
+          "searchCard",
+          "shipmentsTableCard",
+          "chartsRow",
+          "flagCard"
+        ],
+        "direction": "column",
+        "gap": "m"
+      },
+      {
+        "component": "CardHeader",
+        "id": "header",
+        "title": "Logistics Coordinator Board",
+        "subtitle": "In-transit control tower • 6 active shipments • 4 carriers"
+      },
+      {
+        "component": "TextContent",
+        "id": "lastRefreshed",
+        "text": "Last refreshed: Aug 18, 2026 • 09:42 UTC • Auto-refresh every 5 min • Source: TMS + Carrier EDI",
+        "size": "small"
+      },
+      {
+        "component": "Alert",
+        "id": "delayedAlert",
+        "title": "2 Delayed Shipments Require Attention",
+        "description": "SHP-8822 (Los Angeles → Dallas) — 18h delay (weather, I-40 closure) • New ETA Aug 19, 18:30. SHP-8824 (Seattle → Denver) — 32h delay (carrier breakdown) • New ETA Aug 19, 02:15. Notifications sent to consignees.",
+        "variant": "warning"
+      },
+      {
+        "component": "Card",
+        "id": "kpiRow",
+        "children": [
+          "onTimeCard",
+          "avgCostCard"
+        ],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "onTimeCard",
+        "children": [
+          "onTimeTitle",
+          "onTimeProgress",
+          "onTimeDesc"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "Card",
+        "id": "avgCostCard",
+        "children": [
+          "avgCostTitle",
+          "avgCostValue",
+          "avgCostDesc"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "Card",
+        "id": "searchCard",
+        "children": [
+          "searchLabel",
+          "searchInputControl"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "sunk"
+      },
+      {
+        "component": "Card",
+        "id": "shipmentsTableCard",
+        "children": [
+          "shipmentsHeader",
+          "shipmentsTable",
+          "shipmentsHint"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "Card",
+        "id": "chartsRow",
+        "children": [
+          "carrierChartCard",
+          "weeklyVolumeCard"
+        ],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "flagCard",
+        "children": [
+          "flagHeader",
+          "flagForm"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "TextContent",
+        "id": "onTimeTitle",
+        "text": "On-Time Performance — This Month",
+        "size": "small-heavy"
+      },
+      {
+        "component": "Progress",
+        "id": "onTimeProgress",
+        "value": 89.4,
+        "label": "89.4% on-time (303 / 339 shipments)"
+      },
+      {
+        "component": "TextContent",
+        "id": "onTimeDesc",
+        "text": "Target 95% • -2.1% vs July • 36 exceptions (18 weather, 12 carrier, 6 customs)",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "avgCostTitle",
+        "text": "Average Cost per Shipment",
+        "size": "small-heavy"
+      },
+      {
+        "component": "Heading",
+        "id": "avgCostValue",
+        "text": "$1,247",
+        "level": "h2"
+      },
+      {
+        "component": "TextContent",
+        "id": "avgCostDesc",
+        "text": "MTD avg • $1,189 last month • +4.9% • Fuel surcharge +$62 avg",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "searchLabel",
+        "text": "Search by Route",
+        "size": "small-heavy"
+      },
+      {
+        "component": "FormControl",
+        "id": "searchInputControl",
+        "label": "Filter shipments",
+        "input": "searchInput",
+        "hint": "Type origin, destination, or route e.g. 'LA → Dallas' or 'Seattle'"
+      },
+      {
+        "component": "Input",
+        "id": "searchInput",
+        "name": "routeSearch",
+        "placeholder": "Filter by origin, destination or route (e.g. LA → Dallas)",
+        "type": "text"
+      },
+      {
+        "component": "CardHeader",
+        "id": "shipmentsHeader",
+        "title": "Shipments in Transit (6)",
+        "subtitle": "Origin • Destination • ETA • Status — delayed rows highlighted in alert above"
+      },
+      {
+        "component": "Table",
+        "id": "shipmentsTable",
+        "columns": [
+          "colShipmentId",
+          "colOrigin",
+          "colDestination",
+          "colETA",
+          "colStatus"
+        ]
+      },
+      {
+        "component": "Col",
+        "id": "colShipmentId",
+        "label": "Shipment ID",
+        "data": [
+          "SHP-8821",
+          "SHP-8822",
+          "SHP-8823",
+          "SHP-8824",
+          "SHP-8825",
+          "SHP-8826"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colOrigin",
+        "label": "Origin",
+        "data": [
+          "New York, NY",
+          "Los Angeles, CA",
+          "Miami, FL",
+          "Seattle, WA",
+          "Houston, TX",
+          "Boston, MA"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colDestination",
+        "label": "Destination",
+        "data": [
+          "Chicago, IL",
+          "Dallas, TX",
+          "Atlanta, GA",
+          "Denver, CO",
+          "Phoenix, AZ",
+          "Philadelphia, PA"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colETA",
+        "label": "ETA",
+        "data": [
+          "Aug 20, 18:00",
+          "Aug 19, 18:30 *",
+          "Aug 22, 09:00",
+          "Aug 19, 02:15 *",
+          "Aug 21, 14:00",
+          "Aug 20, 11:30"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStatus",
+        "label": "Status",
+        "data": [
+          "In Transit",
+          "Delayed",
+          "In Transit",
+          "Delayed",
+          "Customs Hold",
+          "In Transit"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "TextContent",
+        "id": "shipmentsHint",
+        "text": "* Revised ETA • Use search above to filter table • Flag shipments below to escalate",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "carrierChartCard",
+        "children": [
+          "carrierHeader",
+          "carrierPie"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "Card",
+        "id": "weeklyVolumeCard",
+        "children": [
+          "weeklyHeader",
+          "weeklyArea"
+        ],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "carrierHeader",
+        "title": "Volume Split by Carrier",
+        "subtitle": "MTD shipments: 339 total"
+      },
+      {
+        "component": "PieChart",
+        "id": "carrierPie",
+        "labels": [
+          "FedEx Freight",
+          "UPS Supply Chain",
+          "XPO Logistics",
+          "Old Dominion"
+        ],
+        "values": [
+          142,
+          95,
+          61,
+          41
+        ],
+        "variant": "donut"
+      },
+      {
+        "component": "CardHeader",
+        "id": "weeklyHeader",
+        "title": "Weekly Volume — Past 2 Months",
+        "subtitle": "Jun 23 – Aug 11 • 8 weeks • Avg 175 / week"
+      },
+      {
+        "component": "AreaChart",
+        "id": "weeklyArea",
+        "labels": [
+          "Jun 23",
+          "Jun 30",
+          "Jul 7",
+          "Jul 14",
+          "Jul 21",
+          "Jul 28",
+          "Aug 4",
+          "Aug 11"
+        ],
+        "series": [
+          "weeklySeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Week starting",
+        "yLabel": "Shipments"
+      },
+      {
+        "component": "Series",
+        "id": "weeklySeries",
+        "category": "Shipments",
+        "values": [
+          142,
+          165,
+          158,
+          172,
+          188,
+          175,
+          192,
+          205
+        ]
+      },
+      {
+        "component": "CardHeader",
+        "id": "flagHeader",
+        "title": "Flag a Shipment",
+        "subtitle": "Escalate for review, hold, or customer notification"
+      },
+      {
+        "component": "Form",
+        "id": "flagForm",
+        "name": "flagShipment",
+        "buttons": "flagButtons",
+        "fields": [
+          "flagShipmentSelectControl",
+          "flagReasonControl"
+        ]
+      },
+      {
+        "component": "FormControl",
+        "id": "flagShipmentSelectControl",
+        "label": "Shipment to flag",
+        "input": "flagShipmentSelect",
+        "hint": "Select from in-transit list"
+      },
+      {
+        "component": "Select",
+        "id": "flagShipmentSelect",
+        "name": "shipmentId",
+        "items": [
+          "sel8821",
+          "sel8822",
+          "sel8823",
+          "sel8824",
+          "sel8825",
+          "sel8826"
+        ],
+        "placeholder": "Choose shipment ID"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8821",
+        "value": "SHP-8821",
+        "label": "SHP-8821 — NY → Chicago"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8822",
+        "value": "SHP-8822",
+        "label": "SHP-8822 — LA → Dallas (Delayed)"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8823",
+        "value": "SHP-8823",
+        "label": "SHP-8823 — Miami → Atlanta"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8824",
+        "value": "SHP-8824",
+        "label": "SHP-8824 — Seattle → Denver (Delayed)"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8825",
+        "value": "SHP-8825",
+        "label": "SHP-8825 — Houston → Phoenix"
+      },
+      {
+        "component": "SelectItem",
+        "id": "sel8826",
+        "value": "SHP-8826",
+        "label": "SHP-8826 — Boston → Philadelphia"
+      },
+      {
+        "component": "FormControl",
+        "id": "flagReasonControl",
+        "label": "Flag reason",
+        "input": "flagReason",
+        "hint": "Will be added to shipment timeline and alert ops lead"
+      },
+      {
+        "component": "TextArea",
+        "id": "flagReason",
+        "name": "flagReason",
+        "placeholder": "e.g. Customer requesting expedite, temp-sensitive, damage risk...",
+        "rows": 3
+      },
+      {
+        "component": "Buttons",
+        "id": "flagButtons",
+        "buttons": [
+          "flagSubmitBtn",
+          "flagCancelBtn"
+        ],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "flagSubmitBtn",
+        "label": "Flag Shipment",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "flagCancelBtn",
+        "label": "Clear",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..c936a0923
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-freight__r4.txt
@@ -0,0 +1,5 @@
+Logistics operations board — all 9 items covered in one screen with live transit table, delayed callouts, and carrier/volume analytics.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E4A7B","agentDisplayName":"Logistics Coordinator"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"component":"Card","id":"root","children":["header","lastRefreshed","delayedCallout","statsRow","searchCard","shipmentsTableCard","chartsRow","flagCard"],"variant":"clear","direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Logistics Coordinator Board","subtitle":"Single-screen control for in-transit operations • 8 active shipments"},{"component":"TextContent","id":"lastRefreshed","text":"Last refreshed: Aug 18, 2026 at 09:42 UTC • Auto-refresh every 15 min • Data source: TMS + Carrier EDI","size":"small"},{"component":"Callout","id":"delayedCallout","variant":"warning","title":"Delayed Shipments — 4 require attention","description":"SH-8842 Rotterdam → Chicago (+3 days, rail congestion) • SH-8829 Shanghai → Long Beach (+2 days, port queue) • SH-8835 Hamburg → New York (customs hold) • SH-8817 Singapore → Los Angeles (weather delay)"},{"component":"Card","id":"statsRow","children":["ontimeCard","avgCostCard","volumeSummaryCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"ontimeCard","children":["ontimeTitle","ontimeProgress","ontimeDesc"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"avgCostCard","children":["avgCostTitle","avgCostValue","avgCostDesc"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"volumeSummaryCard","children":["volumeTitle","volumeValue","volumeDesc"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"ontimeTitle","text":"On-Time % This Month","level":"h4"},{"component":"Progress","id":"ontimeProgress","value":87,"label":"87% on-time"},{"component":"TextContent","id":"ontimeDesc","text":"312 of 359 shipments on time • Target 95% • 4 delayed in transit","size":"small"},{"component":"Heading","id":"avgCostTitle","text":"Average Cost per Shipment","level":"h4"},{"component":"TextContent","id":"avgCostValue","text":"$2,840","size":"large-heavy"},{"component":"TextContent","id":"avgCostDesc","text":"↓ $120 vs last month (-4.1%) • Calculated on 359 shipments","size":"small"},{"component":"Heading","id":"volumeTitle","text":"Total Volume (August)","level":"h4"},{"component":"TextContent","id":"volumeValue","text":"359 shipments","size":"large-heavy"},{"component":"TextContent","id":"volumeDesc","text":"8,240 TEU • +6% vs July","size":"small"},{"component":"Card","id":"searchCard","children":["searchHeader","searchFormControl","searchHint"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"searchHeader","title":"Search by Route","subtitle":"Filter the transit table by origin or destination"},{"component":"FormControl","id":"searchFormControl","label":"Route search","input":"routeSearchInput","hint":"Try: Shanghai, Rotterdam, Long Beach, Chicago"},{"component":"Input","id":"routeSearchInput","name":"routeSearch","placeholder":"Enter origin or destination...","type":"text"},{"component":"TextContent","id":"searchHint","text":"Showing 8 in-transit shipments • Type to filter origins/destinations instantly","size":"small"},{"component":"Card","id":"shipmentsTableCard","children":["shipmentsHeader","shipmentsTable","flagActionRow"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"shipmentsHeader","title":"Shipments In Transit","subtitle":"Origin, Destination, ETA and Status • Use Flag column to escalate"},{"component":"Table","id":"shipmentsTable","columns":["colId","colOrigin","colDest","colETA","colStatus","colFlag"]},{"component":"Col","id":"colId","label":"Shipment ID","data":["SH-8842","SH-8829","SH-8835","SH-8817","SH-8804","SH-8851","SH-8860","SH-8849"],"type":"string"},{"component":"Col","id":"colOrigin","label":"Origin","data":["Rotterdam","Shanghai","Hamburg","Singapore","Ningbo","Busan","Antwerp","Santos"],"type":"string"},{"component":"Col","id":"colDest","label":"Destination","data":["Chicago","Long Beach","New York","Los Angeles","Seattle","Savannah","Houston","Miami"],"type":"string"},{"component":"Col","id":"colETA","label":"ETA","data":["Aug 21","Aug 19","Aug 22","Aug 20","Aug 24","Aug 26","Aug 28","Aug 25"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Delayed","Delayed","Delayed - Customs","Delayed","In Transit","In Transit","In Transit","In Transit"],"type":"string"},{"component":"Col","id":"colFlag","label":"Flag","data":["Flag","Flag","Flag","Flag","Flag","Flag","Flag","Flag"],"type":"action"},{"component":"Buttons","id":"flagActionRow","buttons":["flagButton"],"direction":"row"},{"component":"Button","id":"flagButton","label":"Flag Selected Shipment","variant":"secondary"},{"component":"Card","id":"chartsRow","children":["carrierCard","weeklyCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"carrierCard","children":["carrierHeader","carrierPie","carrierLegend"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"weeklyCard","children":["weeklyHeader","weeklyChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"carrierHeader","title":"Volume Split by Carrier","subtitle":"Share of 359 shipments this month"},{"component":"PieChart","id":"carrierPie","labels":["Maersk","MSC","COSCO","Evergreen","Hapag-Lloyd","Other"],"values":[32,24,18,12,9,5],"variant":"donut"},{"component":"TextContent","id":"carrierLegend","text":"Maersk 32% • MSC 24% • COSCO 18% • Evergreen 12% • Hapag-Lloyd 9% • Other 5%","size":"small"},{"component":"CardHeader","id":"weeklyHeader","title":"Weekly Volume — Past 2 Months","subtitle":"Shipments per week (Jun W1 - Aug W4)"},{"component":"LineChart","id":"weeklyChart","labels":["Jun W1","Jun W2","Jun W3","Jun W4","Jul W1","Jul W2","Jul W3","Jul W4"],"series":["weeklySeries"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},{"component":"Series","id":"weeklySeries","category":"Shipments","values":[78,85,82,91,88,76,84,92]},{"component":"Card","id":"flagCard","children":["flagHeader","flagForm"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"flagHeader","title":"Flag a Shipment","subtitle":"Escalate for priority handling or customer notification"},{"component":"Form","id":"flagForm","name":"flagForm","fields":["flagShipmentControl","flagReasonControl"],"buttons":"flagFormButtons"},{"component":"FormControl","id":"flagShipmentControl","label":"Shipment ID","input":"flagShipmentInput"},{"component":"FormControl","id":"flagReasonControl","label":"Reason for flag","input":"flagReasonInput","hint":"Reason is shared with ops team"},{"component":"Select","id":"flagShipmentInput","name":"flagShipmentId","items":["sel_SH8842","sel_SH8829","sel_SH8835","sel_SH8817","sel_SH8804"],"placeholder":"Choose shipment to flag"},{"component":"TextArea","id":"flagReasonInput","name":"flagReason","placeholder":"e.g., Customs hold - notify consignee, reroute via rail...","rows":3},{"component":"Buttons","id":"flagFormButtons","buttons":["submitFlagButton","cancelFlagButton"],"direction":"row"},{"component":"Button","id":"submitFlagButton","label":"Flag Shipment","variant":"primary"},{"component":"Button","id":"cancelFlagButton","label":"Cancel","variant":"tertiary"},{"component":"SelectItem","id":"sel_SH8842","value":"SH-8842","label":"SH-8842 — Rotterdam → Chicago (Delayed)"},{"component":"SelectItem","id":"sel_SH8829","value":"SH-8829","label":"SH-8829 — Shanghai → Long Beach (Delayed)"},{"component":"SelectItem","id":"sel_SH8835","value":"SH-8835","label":"SH-8835 — Hamburg → New York (Customs)"},{"component":"SelectItem","id":"sel_SH8817","value":"SH-8817","label":"SH-8817 — Singapore → Los Angeles (Delayed)"},{"component":"SelectItem","id":"sel_SH8804","value":"SH-8804","label":"SH-8804 — Ningbo → Seattle (In Transit)"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..2dae90006
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r1.txt
@@ -0,0 +1,16 @@
+HR Hiring Overview — all 8 items on one screen:
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "hr-hiring-overview", "catalogId": "thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "hr-hiring-overview", "components": [{"component": "Card", "id": "root", "children": ["header", "metricsRow", "cardOpenRoles", "cardPipeline", "rowSplitInterviews", "cardAttrition", "cardAction"], "direction": "column", "gap": "l"}, {"component": "CardHeader", "id": "header", "title": "Hiring Overview", "subtitle": "HR Lead Dashboard • Updated today • 247 employees • 12 open roles"}, {"component": "Card", "id": "metricsRow", "children": ["cardHeadcount", "cardTimeToHire"], "direction": "row", "gap": "m"}, {"component": "Card", "id": "cardHeadcount", "children": ["headcountHeading", "headcountValue", "headcountSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"component": "Card", "id": "cardTimeToHire", "children": ["timeHeading", "timeValue", "timeSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"component": "Card", "id": "cardOpenRoles", "children": ["openRolesHeader", "openRolesTable"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "cardPipeline", "children": ["pipelineHeader", "pipelineChart"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "rowSplitInterviews", "children": ["cardDeptSplit", "cardInterviews"], "direction": "row", "gap": "m", "variant": "clear"}, {"component": "Card", "id": "cardDeptSplit", "children": ["deptHeader", "deptPie"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "cardInterviews", "children": ["interviewsHeader", "interviewsList"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "cardAttrition", "children": ["attritionHeader", "attritionChart"], "variant": "card", "direction": "column", "gap": "s"}, {"component": "Card", "id": "cardAction", "children": ["actionHeader", "actionSub", "dialogNewRole"], "variant": "sunk", "direction": "column", "gap": "s"}, {"component": "Heading", "id": "headcountHeading", "text": "Current Headcount", "level": "h4"}, {"component": "TextContent", "id": "headcountValue", "text": "247", "size": "large-heavy"}, {"component": "TextContent", "id": "headcountSub", "text": "▲ +8 this month • +3.3% • 12 open roles pending", "size": "small"}, {"component": "Heading", "id": "timeHeading", "text": "Average Time to Hire", "level": "h4"}, {"component": "TextContent", "id": "timeValue", "text": "32 days", "size": "large-heavy"}, {"component": "TextContent", "id": "timeSub", "text": "▼ -4 days vs last quarter • Target: 30 days", "size": "small"}, {"component": "CardHeader", "id": "openRolesHeader", "title": "Open Roles by Department", "subtitle": "12 active requisitions • 6 shown"}, {"component": "Table", "id": "openRolesTable", "columns": ["colRole", "colDept", "colPriority", "colApplicants"]}, {"component": "Col", "id": "colRole", "label": "Role", "data": ["Senior Product Designer", "Backend Engineer", "HR Business Partner", "Sales Development Rep", "Data Analyst", "Marketing Manager"], "type": "string"}, {"component": "Col", "id": "colDept", "label": "Department", "data": ["Product", "Engineering", "Human Resources", "Sales", "Data & Analytics", "Marketing"], "type": "string"}, {"component": "Col", "id": "colPriority", "label": "Priority", "data": ["High", "High", "Medium", "Medium", "High", "Low"], "type": "string"}, {"component": "Col", "id": "colApplicants", "label": "Applicants", "data": [34, 58, 12, 26, 19, 22], "type": "number"}, {"component": "CardHeader", "id": "pipelineHeader", "title": "Candidates by Pipeline Stage", "subtitle": "Total active candidates: 288"}, {"component": "BarChart", "id": "pipelineChart", "labels": ["Applied", "Phone Screen", "Technical", "Onsite", "Offer", "Hired"], "series": ["pipelineSeries"], "variant": "grouped", "xLabel": "Stage", "yLabel": "Candidates"}, {"component": "Series", "id": "pipelineSeries", "category": "Candidates", "values": [142, 68, 41, 22, 9, 6]}, {"component": "CardHeader", "id": "deptHeader", "title": "Headcount by Department", "subtitle": "247 total employees"}, {"component": "PieChart", "id": "deptPie", "labels": ["Engineering", "Sales", "Product", "Marketing", "Data & Analytics", "HR", "Operations"], "values": [82, 54, 31, 28, 19, 18, 15], "variant": "donut"}, {"component": "CardHeader", "id": "interviewsHeader", "title": "Interviews This Week", "subtitle": "5 scheduled • Mon Jul 15 - Fri Jul 19"}, {"component": "ListBlock", "id": "interviewsList", "items": ["interviewItem1", "interviewItem2", "interviewItem3", "interviewItem4", "interviewItem5"], "variant": "number"}, {"component": "ListItem", "id": "interviewItem1", "title": "Maya Chen — Backend Engineer", "subtitle": "Tue 10:00 AM • Panel with Alex Rivera • Technical"}, {"component": "ListItem", "id": "interviewItem2", "title": "David Park — Sr. Product Designer", "subtitle": "Tue 2:00 PM • Hiring Manager: Priya Nair • Portfolio Review"}, {"component": "ListItem", "id": "interviewItem3", "title": "Sofia Reyes — Sales Development Rep", "subtitle": "Wed 11:30 AM • With Jordan Lee • Onsite"}, {"component": "ListItem", "id": "interviewItem4", "title": "James Okoro — Data Analyst", "subtitle": "Thu 9:00 AM • With Data Team • Case Study"}, {"component": "ListItem", "id": "interviewItem5", "title": "Lena Müller — Marketing Manager", "subtitle": "Fri 1:00 PM • With CMO • Final Round"}, {"component": "CardHeader", "id": "attritionHeader", "title": "Attrition — Past 6 Months", "subtitle": "Voluntary departures per month • Avg 3.2 / mo"}, {"component": "LineChart", "id": "attritionChart", "labels": ["Feb", "Mar", "Apr", "May", "Jun", "Jul"], "series": ["attritionSeries"], "variant": "natural", "xLabel": "Month", "yLabel": "Departures"}, {"component": "Series", "id": "attritionSeries", "category": "Departures", "values": [3, 2, 4, 2, 5, 3]}, {"component": "CardHeader", "id": "actionHeader", "title": "Need to grow the team?"}, {"component": "TextContent", "id": "actionSub", "text": "Open a new requisition to start sourcing candidates immediately.", "size": "small"}, {"component": "DialogBlock", "id": "dialogNewRole", "triggerLabel": "＋ Open New Role", "title": "Open a New Role", "description": "Create a new requisition. It will be added to Open Roles and trigger sourcing.", "content": ["formNewRole"], "triggerVariant": "default"}, {"component": "Form", "id": "formNewRole", "name": "newRoleForm", "buttons": "formButtons", "fields": ["fcTitle", "fcDept", "fcManager"]}, {"component": "Buttons", "id": "formButtons", "buttons": ["btnSubmit"], "direction": "row"}, {"component": "Button", "id": "btnSubmit", "label": "Submit Requisition", "variant": "primary"}, {"component": "FormControl", "id": "fcTitle", "label": "Role Title", "input": "inputTitle"}, {"component": "Input", "id": "inputTitle", "name": "roleTitle", "placeholder": "e.g. Senior Backend Engineer"}, {"component": "FormControl", "id": "fcDept", "label": "Department", "input": "selectDept"}, {"component": "Select", "id": "selectDept", "name": "department", "items": ["siEng", "siProd", "siSales", "siMkt", "siHR", "siData"], "placeholder": "Select department"}, {"component": "SelectItem", "id": "siEng", "value": "engineering", "label": "Engineering"}, {"component": "SelectItem", "id": "siProd", "value": "product", "label": "Product"}, {"component": "SelectItem", "id": "siSales", "value": "sales", "label": "Sales"}, {"component": "SelectItem", "id": "siMkt", "value": "marketing", "label": "Marketing"}, {"component": "SelectItem", "id": "siHR", "value": "hr", "label": "Human Resources"}, {"component": "SelectItem", "id": "siData", "value": "data", "label": "Data & Analytics"}, {"component": "FormControl", "id": "fcManager", "label": "Hiring Manager", "input": "inputManager"}, {"component": "Input", "id": "inputManager", "name": "hiringManager", "placeholder": "e.g. Jordan Lee"}]}}</a2ui-json>
+
+All 8 requirements covered in one screen:
+
+**1. Current headcount** → 247 (top metric card)
+**2. Open roles with department** → Table with Role + Department + Priority + Applicants
+**3. Candidates at each pipeline stage** → Bar chart: Applied (142) → Hired (6)
+**4. Average time to hire** → 32 days (top metric card)
+**5. Headcount split by department** → Donut Pie Chart (Engineering 82, Sales 54, etc.)
+**6. Interviews scheduled this week** → Numbered ListBlock with 5 interviews + times/interviewers
+**7. Attrition over past 6 months** → Line chart Feb-Jul
+**8. Way to open a new role** → Prominent “＋ Open New Role” button opening a dialog form with Role Title, Department, and Hiring Manager fields
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..474dabf07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r2.txt
@@ -0,0 +1,4 @@
+Hiring overview for the HR lead — all 8 items on one screen with live pipeline, headcount, and attrition trends.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"HR Ops"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview-001","components":[{"component":"Card","id":"root","children":["header","metricsRow","chartsRow","openRolesCard","interviewsCard","actionsCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Hiring Overview","subtitle":"HR Lead Dashboard • Week of Aug 18, 2026 • All departments"},{"component":"Card","id":"metricsRow","children":["metricHeadcountCard","metricAvgHireCard","metricOpenRolesCard","metricInterviewsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"metricHeadcountCard","children":["metricHeadcountLabel","metricHeadcountText","metricHeadcountSub","metricHeadcountProgress"],"direction":"column","gap":"xs","variant":"card"},{"component":"Label","id":"metricHeadcountLabel","text":"CURRENT HEADCOUNT"},{"component":"TextContent","id":"metricHeadcountText","text":"342","size":"large-heavy"},{"component":"TextContent","id":"metricHeadcountSub","text":"Target: 360 • 95% staffed • +6 net this month","size":"small"},{"component":"Progress","id":"metricHeadcountProgress","value":95,"label":"to target"},{"component":"Card","id":"metricAvgHireCard","children":["metricAvgLabel","metricAvgText","metricAvgSub","metricAvgTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"Label","id":"metricAvgLabel","text":"AVERAGE TIME TO HIRE"},{"component":"TextContent","id":"metricAvgText","text":"38 days","size":"large-heavy"},{"component":"TextContent","id":"metricAvgSub","text":"↓ 4 days vs Q2 (42 days) • Median: 34 days","size":"small"},{"component":"Tag","id":"metricAvgTag","text":"Improving","variant":"success","size":"sm"},{"component":"Card","id":"metricOpenRolesCard","children":["metricOpenLabel","metricOpenText","metricOpenSub","metricOpenTagBlock"],"direction":"column","gap":"xs","variant":"card"},{"component":"Label","id":"metricOpenLabel","text":"OPEN ROLES"},{"component":"TextContent","id":"metricOpenText","text":"7 roles","size":"large-heavy"},{"component":"TextContent","id":"metricOpenSub","text":"Across 6 departments • 198 total applicants","size":"small"},{"component":"TagBlock","id":"metricOpenTagBlock","tags":["Engineering: 2","Sales: 1","Design: 1"]},{"component":"Card","id":"metricInterviewsCard","children":["metricIntLabel","metricIntText","metricIntSub","metricIntTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"Label","id":"metricIntLabel","text":"INTERVIEWS THIS WEEK"},{"component":"TextContent","id":"metricIntText","text":"8 scheduled","size":"large-heavy"},{"component":"TextContent","id":"metricIntSub","text":"Mon-Fri • 3 final rounds • 2 panels","size":"small"},{"component":"Tag","id":"metricIntTag","text":"2 today","variant":"info","size":"sm"},{"component":"Card","id":"chartsRow","children":["leftChartsCol","rightChartsCol"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"leftChartsCol","children":["deptCard","attritionCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"deptCard","children":["deptHeader","deptPie","deptFootnote"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deptHeader","title":"Headcount by Department","subtitle":"342 employees total"},{"component":"PieChart","id":"deptPie","labels":["Engineering","Sales","Product","Operations","Marketing","Finance","HR"],"values":[128,72,41,38,34,18,11],"variant":"donut","appearance":"circular"},{"component":"TextContent","id":"deptFootnote","text":"Engineering 37.4% • Sales 21.1% • Largest growth: Product (+4) this quarter","size":"small"},{"component":"Card","id":"attritionCard","children":["attritionHeader","attritionChart","attritionSeries"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"attritionHeader","title":"Attrition — Past 6 Months","subtitle":"Voluntary departures per month"},{"component":"LineChart","id":"attritionChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["attritionSeries"],"variant":"natural","xLabel":"Month","yLabel":"Departures"},{"component":"Series","id":"attritionSeries","category":"Departures","values":[5,7,4,6,8,3]},{"component":"Card","id":"rightChartsCol","children":["pipelineCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"pipelineCard","children":["pipelineHeader","pipelineChart","pipelineSeries","pipelineFootnote"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"pipelineHeader","title":"Candidates by Pipeline Stage","subtitle":"Active candidates: 323 • Hired this month: 7"},{"component":"HorizontalBarChart","id":"pipelineChart","labels":["Applied","Phone Screen","Technical Interview","Final Interview","Offer","Hired"],"series":["pipelineSeries"],"xLabel":"Candidates","yLabel":"Stage"},{"component":"Series","id":"pipelineSeries","category":"Candidates","values":[186,64,38,18,9,7]},{"component":"TextContent","id":"pipelineFootnote","text":"Conversion Applied → Phone Screen: 34% • Offer acceptance: 78%","size":"small"},{"component":"Card","id":"openRolesCard","children":["openRolesHeader","openRolesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"openRolesHeader","title":"Open Roles","subtitle":"7 open roles with department and hiring manager"},{"component":"Table","id":"openRolesTable","columns":["colRole","colDept","colManager","colApplicants","colPosted"]},{"component":"Col","id":"colRole","label":"Role","data":["Senior Backend Engineer","Product Designer","Enterprise Account Executive","Marketing Manager","Data Analyst","HR Business Partner","DevOps Engineer"],"type":"string"},{"component":"Col","id":"colDept","label":"Department","data":["Engineering","Design","Sales","Marketing","Product","HR","Engineering"],"type":"string"},{"component":"Col","id":"colManager","label":"Hiring Manager","data":["A. Patel","J. Kim","R. Singh","L. Chen","M. Okafor","S. Rivera","A. Patel"],"type":"string"},{"component":"Col","id":"colApplicants","label":"Applicants","data":[42,28,31,19,36,12,24],"type":"number"},{"component":"Col","id":"colPosted","label":"Posted","data":["Aug 12","Aug 10","Aug 5","Aug 14","Aug 8","Aug 15","Aug 9"],"type":"string"},{"component":"Card","id":"interviewsCard","children":["interviewsHeader","interviewsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"interviewsHeader","title":"Interviews Scheduled This Week","subtitle":"8 interviews • Mon Aug 18 - Fri Aug 22"},{"component":"Table","id":"interviewsTable","columns":["colCandidate","colInterviewRole","colStage","colDateTime","colInterviewer"]},{"component":"Col","id":"colCandidate","label":"Candidate","data":["Priya Nair","David Cho","Amara Okeke","James Miller","Sofia Rossi","Kenji Tanaka","Elena Petrova","Marcus Webb"],"type":"string"},{"component":"Col","id":"colInterviewRole","label":"Role","data":["Senior Backend Engineer","Product Designer","Enterprise AE","Marketing Manager","Data Analyst","DevOps Engineer","Senior Backend Engineer","Product Designer"],"type":"string"},{"component":"Col","id":"colStage","label":"Stage","data":["Tech Interview","Portfolio Review","Final Interview","Hiring Manager Screen","Case Study","Tech Interview","Final Panel","Tech Interview"],"type":"string"},{"component":"Col","id":"colDateTime","label":"Date & Time","data":["Mon 09:30 AM","Mon 02:00 PM","Tue 10:00 AM","Tue 11:30 AM","Wed 01:00 PM","Thu 09:00 AM","Thu 03:30 PM","Fri 10:30 AM"],"type":"string"},{"component":"Col","id":"colInterviewer","label":"Interviewer","data":["A. Patel","J. Kim","R. Singh","L. Chen","M. Okafor","A. Patel","Eng Panel","Design Panel"],"type":"string"},{"component":"Card","id":"actionsCard","children":["actionsHeader","newRoleDialog","actionsHint"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"actionsHeader","title":"Need to open a new role?","subtitle":"Create and publish a requisition in under a minute"},{"component":"DialogBlock","id":"newRoleDialog","triggerLabel":"＋ Open New Role","title":"Open a New Role","description":"Fill in the details to create a new requisition. It will be routed for approval.","content":["dialogForm"],"triggerVariant":"default"},{"component":"Form","id":"dialogForm","name":"newRoleForm","buttons":"dialogFormButtons","fields":["formCtrlTitle","formCtrlDept","formCtrlLevel","formCtrlManager","formCtrlDesc"]},{"component":"Buttons","id":"dialogFormButtons","buttons":["dialogSubmitBtn","dialogCancelBtn"],"direction":"row"},{"component":"Button","id":"dialogSubmitBtn","label":"Create Role","variant":"primary"},{"component":"Button","id":"dialogCancelBtn","label":"Cancel","variant":"secondary"},{"component":"FormControl","id":"formCtrlTitle","label":"Role Title","input":"inputTitle","hint":"e.g., Senior Backend Engineer"},{"component":"Input","id":"inputTitle","name":"roleTitle","placeholder":"Enter role title","type":"text"},{"component":"FormControl","id":"formCtrlDept","label":"Department","input":"selectDept"},{"component":"Select","id":"selectDept","name":"department","items":["selectItemEng","selectItemSales","selectItemMarketing","selectItemProduct","selectItemDesign","selectItemHR","selectItemFinance","selectItemOps"],"placeholder":"Select department"},{"component":"SelectItem","id":"selectItemEng","value":"engineering","label":"Engineering"},{"component":"SelectItem","id":"selectItemSales","value":"sales","label":"Sales"},{"component":"SelectItem","id":"selectItemMarketing","value":"marketing","label":"Marketing"},{"component":"SelectItem","id":"selectItemProduct","value":"product","label":"Product"},{"component":"SelectItem","id":"selectItemDesign","value":"design","label":"Design"},{"component":"SelectItem","id":"selectItemHR","value":"hr","label":"HR"},{"component":"SelectItem","id":"selectItemFinance","value":"finance","label":"Finance"},{"component":"SelectItem","id":"selectItemOps","value":"operations","label":"Operations"},{"component":"FormControl","id":"formCtrlLevel","label":"Level","input":"selectLevel"},{"component":"Select","id":"selectLevel","name":"level","items":["selectLevelJunior","selectLevelMid","selectLevelSenior","selectLevelLead"],"placeholder":"Select level"},{"component":"SelectItem","id":"selectLevelJunior","value":"junior","label":"Junior"},{"component":"SelectItem","id":"selectLevelMid","value":"mid","label":"Mid-level"},{"component":"SelectItem","id":"selectLevelSenior","value":"senior","label":"Senior"},{"component":"SelectItem","id":"selectLevelLead","value":"lead","label":"Lead / Staff"},{"component":"FormControl","id":"formCtrlManager","label":"Hiring Manager","input":"inputManager"},{"component":"Input","id":"inputManager","name":"hiringManager","placeholder":"e.g., A. Patel","type":"text"},{"component":"FormControl","id":"formCtrlDesc","label":"Role Description","input":"textAreaDesc","hint":"Brief summary will be shown on the careers page"},{"component":"TextArea","id":"textAreaDesc","name":"description","placeholder":"Describe responsibilities, requirements, and location...","rows":4},{"component":"TextContent","id":"actionsHint","text":"All 8 items covered: Headcount, open roles, pipeline, time-to-hire, department split, interviews, attrition, and new role creation.","size":"small"}]}} </a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..8cfe32108
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r3.txt
@@ -0,0 +1,4 @@
+HR Hiring Overview — all 8 items on one screen. Live dashboard with headcount, pipeline, and attrition.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "hr-hiring-overview", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F62FE", "agentDisplayName": "HR Ops"}, "sendDataModel": false}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "hr-hiring-overview", "components": [{"id": "root", "component": "Card", "direction": "column", "gap": "m", "children": ["heading", "subText", "metricsRow", "middleRow", "bottomRow", "interviewsSectionCard", "actionCard"]}, {"id": "heading", "component": "Heading", "text": "Hiring Overview", "level": "h1"}, {"id": "subText", "component": "TextContent", "text": "Real-time headcount, pipeline, and hiring velocity for HR leadership • Updated today 9:42 AM", "size": "small"}, {"id": "metricsRow", "component": "Card", "direction": "row", "gap": "m", "variant": "clear", "children": ["headcountCard", "avgHireCard", "interviewsCountCard"]}, {"id": "headcountCard", "component": "Card", "variant": "card", "children": ["headcountLabel", "headcountValue", "headcountTrend", "headcountProgress"]}, {"id": "headcountLabel", "component": "TextContent", "text": "1. CURRENT HEADCOUNT", "size": "small"}, {"id": "headcountValue", "component": "Heading", "text": "248", "level": "h1"}, {"id": "headcountTrend", "component": "TextContent", "text": "▲ +12 vs last quarter • 92% of 270 target", "size": "small"}, {"id": "headcountProgress", "component": "Progress", "value": 92, "label": "Target 270"}, {"id": "avgHireCard", "component": "Card", "variant": "card", "children": ["avgHireLabel", "avgHireValue", "avgHireTrend", "avgHireProgress"]}, {"id": "avgHireLabel", "component": "TextContent", "text": "4. AVERAGE TIME TO HIRE", "size": "small"}, {"id": "avgHireValue", "component": "Heading", "text": "32 days", "level": "h1"}, {"id": "avgHireTrend", "component": "TextContent", "text": "▼ -4 days vs last quarter • Target: 30 days", "size": "small"}, {"id": "avgHireProgress", "component": "Progress", "value": 68, "label": "Efficiency (lower is better)"}, {"id": "interviewsCountCard", "component": "Card", "variant": "card", "children": ["interviewsCountLabel", "interviewsCountValue", "interviewsCountSub", "interviewsBadge"]}, {"id": "interviewsCountLabel", "component": "TextContent", "text": "6. INTERVIEWS THIS WEEK", "size": "small"}, {"id": "interviewsCountValue", "component": "Heading", "text": "18 scheduled", "level": "h1"}, {"id": "interviewsCountSub", "component": "TextContent", "text": "5 today • 13 remaining", "size": "small"}, {"id": "interviewsBadge", "component": "Badge", "text": "Peak week", "variant": "secondary"}, {"id": "middleRow", "component": "Card", "direction": "row", "gap": "m", "variant": "clear", "children": ["pipelineCard", "deptSplitCard"]}, {"id": "pipelineCard", "component": "Card", "variant": "card", "children": ["pipelineHeader", "pipelineBarChart", "pipelineSeries"]}, {"id": "pipelineHeader", "component": "CardHeader", "title": "3. Candidates by Pipeline Stage", "subtitle": "Active candidates: 284 • Conversion to hire: 7.3%"}, {"id": "pipelineBarChart", "component": "BarChart", "labels": ["Applied", "Screening", "Phone Screen", "On-site", "Offer", "Hired"], "series": ["pipelineSeries"], "variant": "grouped", "xLabel": "Stage", "yLabel": "Candidates"}, {"id": "pipelineSeries", "component": "Series", "category": "Candidates", "values": [124, 68, 42, 28, 12, 9]}, {"id": "deptSplitCard", "component": "Card", "variant": "card", "children": ["deptSplitHeader", "deptPieChart"]}, {"id": "deptSplitHeader", "component": "CardHeader", "title": "5. Headcount by Department", "subtitle": "Total 248 employees"}, {"id": "deptPieChart", "component": "PieChart", "labels": ["Engineering", "Sales", "Marketing", "Operations", "Product", "HR"], "values": [92, 54, 32, 38, 22, 10], "variant": "donut", "appearance": "circular"}, {"id": "bottomRow", "component": "Card", "direction": "row", "gap": "m", "variant": "clear", "children": ["openRolesCard", "attritionCard"]}, {"id": "openRolesCard", "component": "Card", "variant": "card", "children": ["openRolesHeader", "openRolesTable", "openRolesFooter"]}, {"id": "openRolesHeader", "component": "CardHeader", "title": "2. Open Roles by Department", "subtitle": "12 open roles • Avg. 21 days open"}, {"id": "openRolesTable", "component": "Table", "columns": ["colRole", "colDept", "colOpenSince", "colApplicants"]}, {"id": "colRole", "component": "Col", "label": "Role", "data": ["Senior Frontend Engineer", "Enterprise AE", "Product Marketing Mgr", "Ops Analyst", "Senior Product Designer", "HR Business Partner"], "type": "string"}, {"id": "colDept", "component": "Col", "label": "Department", "data": ["Engineering", "Sales", "Marketing", "Operations", "Product", "HR"], "type": "string"}, {"id": "colOpenSince", "component": "Col", "label": "Open Since", "data": ["May 12 • 18d", "May 02 • 28d", "May 18 • 12d", "Apr 28 • 32d", "May 08 • 22d", "May 20 • 10d"], "type": "string"}, {"id": "colApplicants", "component": "Col", "label": "Applicants", "data": [24, 18, 31, 12, 27, 15], "type": "number"}, {"id": "openRolesFooter", "component": "TextContent", "text": "Hottest role: Product Marketing Mgr (31 applicants in 12 days)", "size": "small"}, {"id": "attritionCard", "component": "Card", "variant": "card", "children": ["attritionHeader", "attritionLineChart", "attritionSeries", "attritionCallout"]}, {"id": "attritionHeader", "component": "CardHeader", "title": "7. Attrition — Past 6 Months", "subtitle": "Rolling attrition rate: 2.8% • 14 exits total"}, {"id": "attritionLineChart", "component": "LineChart", "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"], "series": ["attritionSeries"], "variant": "natural", "xLabel": "Month", "yLabel": "Exits"}, {"id": "attritionSeries", "component": "Series", "category": "Exits", "values": [3, 2, 4, 1, 2, 2]}, {"id": "attritionCallout", "component": "Callout", "variant": "warning", "title": "Watch: March spike", "description": "4 exits in March (2 Eng, 1 Sales, 1 Ops) — exit interviews cited comp & growth."}, {"id": "interviewsSectionCard", "component": "Card", "variant": "card", "children": ["interviewsHeader", "interviewsList"]}, {"id": "interviewsHeader", "component": "CardHeader", "title": "6. Interviews Scheduled This Week", "subtitle": "18 total • Next up today"}, {"id": "interviewsList", "component": "ListBlock", "variant": "number", "items": ["interview1", "interview2", "interview3", "interview4", "interview5"]}, {"id": "interview1", "component": "ListItem", "title": "Sarah Chen — Senior Frontend Engineer", "subtitle": "Tue Jun 11 • 10:00 AM • On-site • With Alex Rivera (Eng Mgr)", "actionLabel": "View"}, {"id": "interview2", "component": "ListItem", "title": "Marcus Bell — Enterprise AE", "subtitle": "Tue Jun 11 • 1:30 PM • Virtual • With Priya Shah (Sales Lead)", "actionLabel": "View"}, {"id": "interview3", "component": "ListItem", "title": "Jena Park — Product Marketing Mgr", "subtitle": "Wed Jun 12 • 11:00 AM • On-site • With Dana Kim (Marketing Dir)", "actionLabel": "View"}, {"id": "interview4", "component": "ListItem", "title": "Luis Ortega — Ops Analyst", "subtitle": "Thu Jun 13 • 9:00 AM • Virtual • With Samir Patel (Ops)", "actionLabel": "View"}, {"id": "interview5", "component": "ListItem", "title": "Ava Thompson — Senior Product Designer", "subtitle": "Thu Jun 13 • 2:00 PM • On-site • Panel: Product + Eng", "actionLabel": "View"}, {"id": "actionCard", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "justify": "between", "align": "center", "children": ["actionText", "dialogBlock"]}, {"id": "actionText", "component": "TextContent", "text": "Need to fill a gap? Open a new requisition in under 60 seconds.", "size": "default"}, {"id": "dialogBlock", "component": "DialogBlock", "triggerLabel": "8. + Open New Role", "title": "Open a New Role", "description": "Create a requisition. Hiring managers will be notified for approval.", "triggerVariant": "default", "content": ["newRoleForm"]}, {"id": "newRoleForm", "component": "Form", "name": "newRoleForm", "buttons": "formButtons", "fields": ["fcRoleTitle", "fcDepartment", "fcHiringManager", "fcPriority"]}, {"id": "formButtons", "component": "Buttons", "direction": "row", "buttons": ["submitBtn", "cancelBtn"]}, {"id": "submitBtn", "component": "Button", "label": "Create Role", "variant": "primary"}, {"id": "cancelBtn", "component": "Button", "label": "Cancel", "variant": "secondary"}, {"id": "fcRoleTitle", "component": "FormControl", "label": "Role Title", "input": "inputRoleTitle", "hint": "e.g., Senior Backend Engineer"}, {"id": "inputRoleTitle", "component": "Input", "name": "roleTitle", "placeholder": "Enter role title", "type": "text"}, {"id": "fcDepartment", "component": "FormControl", "label": "Department", "input": "selectDepartment"}, {"id": "selectDepartment", "component": "Select", "name": "department", "placeholder": "Select department", "items": ["siEng", "siSales", "siMarketing", "siOps", "siProduct", "siHR"]}, {"id": "siEng", "component": "SelectItem", "value": "engineering", "label": "Engineering"}, {"id": "siSales", "component": "SelectItem", "value": "sales", "label": "Sales"}, {"id": "siMarketing", "component": "SelectItem", "value": "marketing", "label": "Marketing"}, {"id": "siOps", "component": "SelectItem", "value": "operations", "label": "Operations"}, {"id": "siProduct", "component": "SelectItem", "value": "product", "label": "Product"}, {"id": "siHR", "component": "SelectItem", "value": "hr", "label": "HR"}, {"id": "fcHiringManager", "component": "FormControl", "label": "Hiring Manager", "input": "inputHiringManager"}, {"id": "inputHiringManager", "component": "Input", "name": "hiringManager", "placeholder": "e.g., Alex Rivera", "type": "text"}, {"id": "fcPriority", "component": "FormControl", "label": "Priority", "input": "radioPriority"}, {"id": "radioPriority", "component": "RadioGroup", "name": "priority", "items": ["riHigh", "riMedium", "riLow"], "defaultValue": "riMedium"}, {"id": "riHigh", "component": "RadioItem", "label": "High", "description": "Backfill / critical", "value": "high"}, {"id": "riMedium", "component": "RadioItem", "label": "Medium", "description": "Planned growth", "value": "medium"}, {"id": "riLow", "component": "RadioItem", "label": "Low", "description": "Future pipeline", "value": "low"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..a4f8f95f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-hr__r4.txt
@@ -0,0 +1,667 @@
+Hiring overview dashboard covering all 8 requested metrics — built as a single operational screen for the HR lead.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"HR Hiring Console"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hr-hiring-overview",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "header",
+          "kpiRow",
+          "middleRow",
+          "openRolesCard",
+          "bottomRow",
+          "actionsCard"
+        ],
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l"
+      },
+      {
+        "component": "CardHeader",
+        "id": "header",
+        "title": "Hiring Overview",
+        "subtitle": "Workforce snapshot • Updated today • 184 employees • 8 open roles"
+      },
+      {
+        "component": "Card",
+        "id": "kpiRow",
+        "children": [
+          "kpiHeadcountCard",
+          "kpiTimeToHireCard",
+          "kpiOpenRolesCard",
+          "kpiAttritionMiniCard"
+        ],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "kpiHeadcountCard",
+        "children": [
+          "kpiHeadcountTitle",
+          "kpiHeadcountValue",
+          "kpiHeadcountProgress",
+          "kpiHeadcountHint"
+        ],
+        "variant": "card",
+        "gap": "s"
+      },
+      {
+        "component": "Card",
+        "id": "kpiTimeToHireCard",
+        "children": [
+          "kpiTimeTitle",
+          "kpiTimeValue",
+          "kpiTimeBadge",
+          "kpiTimeHint"
+        ],
+        "variant": "card",
+        "gap": "s"
+      },
+      {
+        "component": "Card",
+        "id": "kpiOpenRolesCard",
+        "children": [
+          "kpiOpenTitle",
+          "kpiOpenValue",
+          "kpiOpenHint",
+          "kpiOpenBadge"
+        ],
+        "variant": "card",
+        "gap": "s"
+      },
+      {
+        "component": "Card",
+        "id": "kpiAttritionMiniCard",
+        "children": [
+          "kpiAttritionTitle",
+          "kpiAttritionValue",
+          "kpiAttritionHint"
+        ],
+        "variant": "card",
+        "gap": "s"
+      },
+      {
+        "component": "Card",
+        "id": "middleRow",
+        "children": [
+          "pipelineCard",
+          "deptSplitCard"
+        ],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "pipelineCard",
+        "children": [
+          "pipelineHeader",
+          "pipelineChart"
+        ],
+        "variant": "card",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "deptSplitCard",
+        "children": [
+          "deptHeader",
+          "deptPieChart"
+        ],
+        "variant": "card",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "openRolesCard",
+        "children": [
+          "openRolesHeader",
+          "openRolesTable"
+        ],
+        "variant": "card",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "bottomRow",
+        "children": [
+          "interviewsCard",
+          "attritionCard"
+        ],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "interviewsCard",
+        "children": [
+          "interviewsHeader",
+          "interviewsList"
+        ],
+        "variant": "card",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "attritionCard",
+        "children": [
+          "attritionHeader",
+          "attritionChart"
+        ],
+        "variant": "card",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "actionsCard",
+        "children": [
+          "newRoleDialog"
+        ],
+        "variant": "clear",
+        "gap": "s"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiHeadcountTitle",
+        "text": "Current Headcount",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "kpiHeadcountValue",
+        "text": "184",
+        "level": "h1"
+      },
+      {
+        "component": "Progress",
+        "id": "kpiHeadcountProgress",
+        "value": 92,
+        "label": "92% of 200 target"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiHeadcountHint",
+        "text": "+6 net new hires this month • 12 open requisitions",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiTimeTitle",
+        "text": "Average Time to Hire",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "kpiTimeValue",
+        "text": "38 days",
+        "level": "h1"
+      },
+      {
+        "component": "Badge",
+        "id": "kpiTimeBadge",
+        "text": "↓ 4 days vs last quarter",
+        "variant": "secondary"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiTimeHint",
+        "text": "Target: 35 days • Fastest dept: Engineering (31d)",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiOpenTitle",
+        "text": "Open Roles",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "kpiOpenValue",
+        "text": "8 roles",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiOpenHint",
+        "text": "3 Engineering • 2 Product • 1 Sales • 1 Marketing • 1 HR",
+        "size": "small"
+      },
+      {
+        "component": "Badge",
+        "id": "kpiOpenBadge",
+        "text": "2 urgent",
+        "variant": "destructive"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiAttritionTitle",
+        "text": "Attrition (6 mo)",
+        "size": "small"
+      },
+      {
+        "component": "Heading",
+        "id": "kpiAttritionValue",
+        "text": "19 exits",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "kpiAttritionHint",
+        "text": "10.3% annualized • Peak in May (5)",
+        "size": "small"
+      },
+      {
+        "component": "CardHeader",
+        "id": "pipelineHeader",
+        "title": "Candidates by Pipeline Stage",
+        "subtitle": "246 active candidates • Conversion 6.5% to hired"
+      },
+      {
+        "component": "HorizontalBarChart",
+        "id": "pipelineChart",
+        "labels": [
+          "Sourced",
+          "Screening",
+          "Interview",
+          "Offer",
+          "Hired"
+        ],
+        "series": [
+          "pipelineSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Candidates",
+        "yLabel": "Stage"
+      },
+      {
+        "component": "Series",
+        "id": "pipelineSeries",
+        "category": "Candidates",
+        "values": [
+          124,
+          68,
+          34,
+          12,
+          8
+        ]
+      },
+      {
+        "component": "CardHeader",
+        "id": "deptHeader",
+        "title": "Headcount Split by Department",
+        "subtitle": "184 employees total"
+      },
+      {
+        "component": "PieChart",
+        "id": "deptPieChart",
+        "labels": [
+          "Engineering",
+          "Sales",
+          "Marketing",
+          "Product",
+          "Operations",
+          "HR"
+        ],
+        "values": [
+          68,
+          42,
+          24,
+          22,
+          18,
+          10
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "component": "CardHeader",
+        "id": "openRolesHeader",
+        "title": "Open Roles by Department",
+        "subtitle": "8 active requisitions • Click to manage"
+      },
+      {
+        "component": "Table",
+        "id": "openRolesTable",
+        "columns": [
+          "colRole",
+          "colDept",
+          "colManager",
+          "colApplicants",
+          "colPriority"
+        ]
+      },
+      {
+        "component": "Col",
+        "id": "colRole",
+        "label": "Role",
+        "data": [
+          "Senior Frontend Engineer",
+          "Product Manager",
+          "Account Executive",
+          "UX Designer",
+          "DevOps Engineer",
+          "Marketing Manager",
+          "Customer Success Manager",
+          "Talent Acquisition Partner"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colDept",
+        "label": "Department",
+        "data": [
+          "Engineering",
+          "Product",
+          "Sales",
+          "Product",
+          "Engineering",
+          "Marketing",
+          "Operations",
+          "HR"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colManager",
+        "label": "Hiring Manager",
+        "data": [
+          "Sarah Kim",
+          "David Lee",
+          "Priya Patel",
+          "David Lee",
+          "Sarah Kim",
+          "James Wilson",
+          "Maria Garcia",
+          "You"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colApplicants",
+        "label": "Applicants",
+        "data": [
+          42,
+          28,
+          35,
+          19,
+          22,
+          31,
+          14,
+          18
+        ],
+        "type": "number"
+      },
+      {
+        "component": "Col",
+        "id": "colPriority",
+        "label": "Priority",
+        "data": [
+          "Urgent",
+          "High",
+          "High",
+          "Medium",
+          "Urgent",
+          "Medium",
+          "Medium",
+          "Low"
+        ],
+        "type": "string"
+      },
+      {
+        "component": "CardHeader",
+        "id": "interviewsHeader",
+        "title": "Interviews Scheduled This Week",
+        "subtitle": "5 interviews • Mon 18 Aug - Fri 22 Aug"
+      },
+      {
+        "component": "ListBlock",
+        "id": "interviewsList",
+        "items": [
+          "interviewItem1",
+          "interviewItem2",
+          "interviewItem3",
+          "interviewItem4",
+          "interviewItem5"
+        ],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "interviewItem1",
+        "title": "Alice Chen — Senior Frontend Engineer",
+        "subtitle": "Mon 10:00 AM • Panel with Sarah Kim • Stage: Final Interview"
+      },
+      {
+        "component": "ListItem",
+        "id": "interviewItem2",
+        "title": "Marcus Johnson — Product Manager",
+        "subtitle": "Tue 2:00 PM • With David Lee • Stage: Case Study"
+      },
+      {
+        "component": "ListItem",
+        "id": "interviewItem3",
+        "title": "Sofia Rodriguez — Account Executive",
+        "subtitle": "Wed 11:30 AM • With Priya Patel • Stage: Sales Pitch"
+      },
+      {
+        "component": "ListItem",
+        "id": "interviewItem4",
+        "title": "Ken Tanaka — DevOps Engineer",
+        "subtitle": "Thu 9:00 AM • With Sarah Kim • Stage: Technical"
+      },
+      {
+        "component": "ListItem",
+        "id": "interviewItem5",
+        "title": "Emily Carter — UX Designer",
+        "subtitle": "Fri 1:00 PM • With David Lee • Stage: Portfolio Review"
+      },
+      {
+        "component": "CardHeader",
+        "id": "attritionHeader",
+        "title": "Attrition — Past 6 Months",
+        "subtitle": "Voluntary exits per month • Total 19"
+      },
+      {
+        "component": "AreaChart",
+        "id": "attritionChart",
+        "labels": [
+          "Feb",
+          "Mar",
+          "Apr",
+          "May",
+          "Jun",
+          "Jul"
+        ],
+        "series": [
+          "attritionSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Month",
+        "yLabel": "Exits"
+      },
+      {
+        "component": "Series",
+        "id": "attritionSeries",
+        "category": "Employees Left",
+        "values": [
+          3,
+          2,
+          4,
+          5,
+          3,
+          2
+        ]
+      },
+      {
+        "component": "DialogBlock",
+        "id": "newRoleDialog",
+        "triggerLabel": "+ Open New Role",
+        "title": "Open a New Role",
+        "description": "Create a requisition — it will appear in Open Roles immediately",
+        "content": [
+          "newRoleForm"
+        ],
+        "triggerVariant": "default"
+      },
+      {
+        "component": "Form",
+        "id": "newRoleForm",
+        "name": "newRoleForm",
+        "buttons": "formButtons",
+        "fields": [
+          "fcRoleTitle",
+          "fcDepartment",
+          "fcLocation",
+          "fcHiringManager",
+          "fcDescription"
+        ]
+      },
+      {
+        "component": "Buttons",
+        "id": "formButtons",
+        "buttons": [
+          "btnSubmit",
+          "btnCancel"
+        ],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "btnSubmit",
+        "label": "Create Role",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "btnCancel",
+        "label": "Cancel",
+        "variant": "secondary"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcRoleTitle",
+        "label": "Role Title",
+        "input": "inputRoleTitle",
+        "hint": "e.g. Senior Backend Engineer"
+      },
+      {
+        "component": "Input",
+        "id": "inputRoleTitle",
+        "name": "roleTitle",
+        "placeholder": "Enter role title",
+        "type": "text"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcDepartment",
+        "label": "Department",
+        "input": "selectDepartment"
+      },
+      {
+        "component": "Select",
+        "id": "selectDepartment",
+        "name": "department",
+        "items": [
+          "selEng",
+          "selProduct",
+          "selSales",
+          "selMarketing",
+          "selOps",
+          "selHR"
+        ],
+        "placeholder": "Select department"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selEng",
+        "value": "Engineering",
+        "label": "Engineering"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selProduct",
+        "value": "Product",
+        "label": "Product"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selSales",
+        "value": "Sales",
+        "label": "Sales"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selMarketing",
+        "value": "Marketing",
+        "label": "Marketing"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selOps",
+        "value": "Operations",
+        "label": "Operations"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selHR",
+        "value": "HR",
+        "label": "HR"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcLocation",
+        "label": "Location",
+        "input": "inputLocation"
+      },
+      {
+        "component": "Input",
+        "id": "inputLocation",
+        "name": "location",
+        "placeholder": "Remote / New York / London",
+        "type": "text"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcHiringManager",
+        "label": "Hiring Manager",
+        "input": "inputHiringManager"
+      },
+      {
+        "component": "Input",
+        "id": "inputHiringManager",
+        "name": "hiringManager",
+        "placeholder": "e.g. Sarah Kim",
+        "type": "text"
+      },
+      {
+        "component": "FormControl",
+        "id": "fcDescription",
+        "label": "Role Description",
+        "input": "textAreaDesc",
+        "hint": "Brief summary for posting"
+      },
+      {
+        "component": "TextArea",
+        "id": "textAreaDesc",
+        "name": "description",
+        "placeholder": "Describe responsibilities and requirements...",
+        "rows": 3
+      }
+    ]
+  }
+}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..1c98bc188
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r1.txt
@@ -0,0 +1,538 @@
+All 8 analytics requirements covered in one screen — KPIs, enrollment ranking, risk table, 8-week engagement, cohort filter + messaging.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "training-analytics",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Training Analytics"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "training-analytics",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "heading_title",
+          "card_filters",
+          "kpi_row",
+          "engagement_card",
+          "middle_row",
+          "message_card"
+        ]
+      },
+      {
+        "id": "heading_title",
+        "component": "Heading",
+        "text": "Training Platform Analytics",
+        "level": "h1"
+      },
+      {
+        "id": "card_filters",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": [
+          "formControl_cohortFilter"
+        ]
+      },
+      {
+        "id": "formControl_cohortFilter",
+        "component": "FormControl",
+        "label": "Narrow to Cohort (6)",
+        "hint": "Filters all KPIs, charts and tables below",
+        "input": "select_cohortFilter"
+      },
+      {
+        "id": "select_cohortFilter",
+        "component": "Select",
+        "name": "cohortFilter",
+        "placeholder": "All Cohorts",
+        "value": "all",
+        "items": [
+          "selectItem_all",
+          "selectItem_cohortA",
+          "selectItem_cohortB",
+          "selectItem_cohortC",
+          "selectItem_enterprise"
+        ]
+      },
+      {
+        "id": "selectItem_all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Cohorts"
+      },
+      {
+        "id": "selectItem_cohortA",
+        "component": "SelectItem",
+        "value": "cohort_a",
+        "label": "Cohort A — Spring 2026 (412 learners)"
+      },
+      {
+        "id": "selectItem_cohortB",
+        "component": "SelectItem",
+        "value": "cohort_b",
+        "label": "Cohort B — Winter 2026 (389 learners)"
+      },
+      {
+        "id": "selectItem_cohortC",
+        "component": "SelectItem",
+        "value": "cohort_c",
+        "label": "Cohort C — Fall 2025 (356 learners)"
+      },
+      {
+        "id": "selectItem_enterprise",
+        "component": "SelectItem",
+        "value": "enterprise_acme",
+        "label": "Enterprise — Acme Corp (210 learners)"
+      },
+      {
+        "id": "kpi_row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpi_active",
+          "kpi_completion",
+          "kpi_quiz"
+        ]
+      },
+      {
+        "id": "kpi_active",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "text_active_label",
+          "text_active_value",
+          "text_active_trend"
+        ]
+      },
+      {
+        "id": "text_active_label",
+        "component": "TextContent",
+        "text": "① Active Learners This Week",
+        "size": "small"
+      },
+      {
+        "id": "text_active_value",
+        "component": "TextContent",
+        "text": "1,247",
+        "size": "large-heavy"
+      },
+      {
+        "id": "text_active_trend",
+        "component": "TextContent",
+        "text": "▲ 8.2% vs last week • 312 daily avg • Cohort A leads",
+        "size": "small"
+      },
+      {
+        "id": "kpi_completion",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "text_completion_label",
+          "text_completion_value",
+          "progress_completion",
+          "text_completion_sub"
+        ]
+      },
+      {
+        "id": "text_completion_label",
+        "component": "TextContent",
+        "text": "② Course Completion Rate",
+        "size": "small"
+      },
+      {
+        "id": "text_completion_value",
+        "component": "TextContent",
+        "text": "68%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "progress_completion",
+        "component": "Progress",
+        "value": 68,
+        "label": "68% completed"
+      },
+      {
+        "id": "text_completion_sub",
+        "component": "TextContent",
+        "text": "1,892 of 2,782 enrollments completed • +3% MoM",
+        "size": "small"
+      },
+      {
+        "id": "kpi_quiz",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "text_quiz_label",
+          "text_quiz_value",
+          "progress_quiz",
+          "text_quiz_sub"
+        ]
+      },
+      {
+        "id": "text_quiz_label",
+        "component": "TextContent",
+        "text": "③ Average Quiz Score",
+        "size": "small"
+      },
+      {
+        "id": "text_quiz_value",
+        "component": "TextContent",
+        "text": "82.4%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "progress_quiz",
+        "component": "Progress",
+        "value": 82.4,
+        "label": "82.4% avg"
+      },
+      {
+        "id": "text_quiz_sub",
+        "component": "TextContent",
+        "text": "Across 4,210 attempts • Pass rate 91% • Top: Cloud Architecture 88%",
+        "size": "small"
+      },
+      {
+        "id": "engagement_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "cardHeader_engagement",
+          "lineChart_engagement"
+        ]
+      },
+      {
+        "id": "cardHeader_engagement",
+        "component": "CardHeader",
+        "title": "⑦ Engagement — Past 8 Weeks",
+        "subtitle": "Active learners per week • Filtered by selected cohort"
+      },
+      {
+        "id": "lineChart_engagement",
+        "component": "LineChart",
+        "labels": [
+          "Week 1",
+          "Week 2",
+          "Week 3",
+          "Week 4",
+          "Week 5",
+          "Week 6",
+          "Week 7",
+          "Week 8"
+        ],
+        "series": [
+          "series_engagement_active"
+        ],
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Active Learners"
+      },
+      {
+        "id": "series_engagement_active",
+        "component": "Series",
+        "category": "Active Learners",
+        "values": [
+          820,
+          950,
+          1020,
+          1105,
+          1080,
+          1150,
+          1210,
+          1247
+        ]
+      },
+      {
+        "id": "middle_row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "enrollment_card",
+          "risk_card"
+        ]
+      },
+      {
+        "id": "enrollment_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "cardHeader_enrollment",
+          "hBarChart_enrollment"
+        ]
+      },
+      {
+        "id": "cardHeader_enrollment",
+        "component": "CardHeader",
+        "title": "④ Courses Ranked by Enrollment",
+        "subtitle": "Highest to lowest • Total enrollments"
+      },
+      {
+        "id": "hBarChart_enrollment",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Python for Data Science",
+          "UX Design Fundamentals",
+          "Advanced SQL",
+          "Leadership 101",
+          "Cloud Architecture"
+        ],
+        "series": [
+          "series_enrollment"
+        ],
+        "variant": "grouped",
+        "xLabel": "Enrollments",
+        "yLabel": "Course"
+      },
+      {
+        "id": "series_enrollment",
+        "component": "Series",
+        "category": "Enrollments",
+        "values": [
+          842,
+          615,
+          498,
+          376,
+          290
+        ]
+      },
+      {
+        "id": "risk_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "cardHeader_risk",
+          "text_risk_desc",
+          "table_risk"
+        ]
+      },
+      {
+        "id": "cardHeader_risk",
+        "component": "CardHeader",
+        "title": "⑤ Learners at Risk of Dropping Out",
+        "subtitle": "Low progress + >6 days inactive • Auto-flagged"
+      },
+      {
+        "id": "text_risk_desc",
+        "component": "TextContent",
+        "text": "5 learners flagged this week. Use cohort filter to narrow, then message them directly below.",
+        "size": "small"
+      },
+      {
+        "id": "table_risk",
+        "component": "Table",
+        "columns": [
+          "col_learner",
+          "col_course",
+          "col_progress",
+          "col_lastActive",
+          "col_risk"
+        ]
+      },
+      {
+        "id": "col_learner",
+        "component": "Col",
+        "label": "Learner",
+        "data": [
+          "Alex Rivera",
+          "Samantha Wu",
+          "James Carter",
+          "Priya Nair",
+          "Marcus Bell"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col_course",
+        "component": "Col",
+        "label": "Course",
+        "data": [
+          "Python for Data Sci",
+          "UX Design Fund.",
+          "Advanced SQL",
+          "Leadership 101",
+          "Python for Data Sci"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col_progress",
+        "component": "Col",
+        "label": "Progress",
+        "data": [
+          "12%",
+          "24%",
+          "18%",
+          "31%",
+          "28%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col_lastActive",
+        "component": "Col",
+        "label": "Last Active",
+        "data": [
+          "9 days ago",
+          "7 days ago",
+          "12 days ago",
+          "6 days ago",
+          "8 days ago"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "col_risk",
+        "component": "Col",
+        "label": "Risk",
+        "data": [
+          "High",
+          "High",
+          "Critical",
+          "Medium",
+          "High"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "message_card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "cardHeader_message",
+          "text_message_desc",
+          "form_message"
+        ]
+      },
+      {
+        "id": "cardHeader_message",
+        "component": "CardHeader",
+        "title": "⑧ Message a Cohort",
+        "subtitle": "Send announcement, nudge or resource to the filtered cohort"
+      },
+      {
+        "id": "text_message_desc",
+        "component": "TextContent",
+        "text": "Messages respect cohort filter above. At-risk learners will be auto-included. Delivery via email + in-app.",
+        "size": "small"
+      },
+      {
+        "id": "form_message",
+        "component": "Form",
+        "name": "messageCohortForm",
+        "buttons": "buttons_message",
+        "fields": [
+          "formControl_target",
+          "formControl_body"
+        ]
+      },
+      {
+        "id": "formControl_target",
+        "component": "FormControl",
+        "label": "Target Cohort",
+        "input": "select_target"
+      },
+      {
+        "id": "select_target",
+        "component": "Select",
+        "name": "targetCohort",
+        "placeholder": "Select cohort to message",
+        "items": [
+          "selectItem_targetAll",
+          "selectItem_targetA",
+          "selectItem_targetB",
+          "selectItem_targetC"
+        ]
+      },
+      {
+        "id": "selectItem_targetAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Cohorts (2,782 learners)"
+      },
+      {
+        "id": "selectItem_targetA",
+        "component": "SelectItem",
+        "value": "cohort_a",
+        "label": "Cohort A — Spring 2026"
+      },
+      {
+        "id": "selectItem_targetB",
+        "component": "SelectItem",
+        "value": "cohort_b",
+        "label": "Cohort B — Winter 2026"
+      },
+      {
+        "id": "selectItem_targetC",
+        "component": "SelectItem",
+        "value": "cohort_c",
+        "label": "Cohort C — Fall 2025"
+      },
+      {
+        "id": "formControl_body",
+        "component": "FormControl",
+        "label": "Message",
+        "hint": "Tip: Include a check-in for the 5 at-risk learners flagged above",
+        "input": "textarea_body"
+      },
+      {
+        "id": "textarea_body",
+        "component": "TextArea",
+        "name": "messageBody",
+        "placeholder": "Write an encouragement, reminder, or resource link... e.g., 'We noticed you haven't logged in this week — need help with Module 2?'",
+        "rows": 4
+      },
+      {
+        "id": "buttons_message",
+        "component": "Buttons",
+        "buttons": [
+          "button_send"
+        ]
+      },
+      {
+        "id": "button_send",
+        "component": "Button",
+        "label": "Send Message to Cohort",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..2caeb6009
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r2.txt
@@ -0,0 +1,7 @@
+Training analytics dashboard built — all 8 items covered in one screen:
+
+**1-3** KPIs at top • **6** Cohort filter • **7** 8-week engagement trend • **4** Courses ranked • **5** At-risk learners table • **8** Message cohort form
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"training-analytics-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnPulse Analytics"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"training-analytics-v1","components":[{"component":"Card","id":"root","children":["header","filterCard","kpiRow","engagementCard","twoColRow","messageCard","followUp"],"variant":"clear","direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Training Platform Analytics","subtitle":"Monitor learner activity, completion, and engagement — filter by cohort and take action"},{"component":"Card","id":"filterCard","children":["filterLabel","cohortSelect","cohortActiveTag"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"TextContent","id":"filterLabel","text":"**Narrow to cohort:**","size":"small-heavy"},{"component":"Select","id":"cohortSelect","name":"cohort","placeholder":"All Cohorts","items":["si_all","si_spring","si_fall","si_enterprise","si_summer"],"value":"all"},{"component":"SelectItem","id":"si_all","component":"SelectItem","value":"all","label":"All Cohorts (2,840 learners)"},{"component":"SelectItem","id":"si_spring","component":"SelectItem","value":"spring2024","label":"Spring 2024 Cohort"},{"component":"SelectItem","id":"si_fall","component":"SelectItem","value":"fall2024","label":"Fall 2024 Cohort"},{"component":"SelectItem","id":"si_enterprise","component":"SelectItem","value":"enterprise","label":"Enterprise Track"},{"component":"SelectItem","id":"si_summer","component":"SelectItem","value":"summer2024","label":"Summer 2024 Cohort"},{"component":"Tag","id":"cohortActiveTag","text":"Viewing: All Cohorts","variant":"info","size":"md"},{"component":"Card","id":"kpiRow","children":["kpiActiveCard","kpiCompletionCard","kpiQuizCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"kpiActiveCard","children":["kpiActiveTitle","kpiActiveValue","kpiActiveSub","kpiActiveBadge"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"kpiActiveTitle","text":"ACTIVE LEARNERS THIS WEEK","size":"small"},{"component":"Heading","id":"kpiActiveValue","text":"1,248","level":"h1"},{"component":"TextContent","id":"kpiActiveSub","text":"↑ 12% vs last week (1,114) • 44% of total base","size":"small"},{"component":"Badge","id":"kpiActiveBadge","text":"● Live this week","variant":"secondary"},{"component":"Card","id":"kpiCompletionCard","children":["kpiCompletionTitle","kpiCompletionValue","kpiCompletionProgress","kpiCompletionSub"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"kpiCompletionTitle","text":"COURSE COMPLETION RATE","size":"small"},{"component":"Heading","id":"kpiCompletionValue","text":"68.4%","level":"h1"},{"component":"Progress","id":"kpiCompletionProgress","value":68.4,"label":"68.4% completed"},{"component":"TextContent","id":"kpiCompletionSub","text":"1,928 / 2,840 learners completed ≥1 course","size":"small"},{"component":"Card","id":"kpiQuizCard","children":["kpiQuizTitle","kpiQuizValue","kpiQuizSub","kpiQuizBadge"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"kpiQuizTitle","text":"AVERAGE QUIZ SCORE","size":"small"},{"component":"Heading","id":"kpiQuizValue","text":"82.4%","level":"h1"},{"component":"TextContent","id":"kpiQuizSub","text":"Across 14,620 attempts • +2.1 pts vs last month","size":"small"},{"component":"Badge","id":"kpiQuizBadge","text":"Target: 80% ✓ Exceeding","variant":"outline"},{"component":"Card","id":"engagementCard","children":["engagementHeader","engagementChart","engagementFooter"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"engagementHeader","title":"Engagement — Past 8 Weeks","subtitle":"Weekly active learners + avg. minutes per learner"},{"component":"LineChart","id":"engagementChart","labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8"],"series":["engagementSeries"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},{"component":"Series","id":"engagementSeries","category":"Active Learners","values":[820,950,1100,1050,1240,1180,1300,1248]},{"component":"TextContent","id":"engagementFooter","text":"Peak: Week 7 (1,300) • 8-week avg: 1,111 • Trend: +52% since Week 1","size":"small"},{"component":"Card","id":"twoColRow","children":["coursesCard","atRiskCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"coursesCard","children":["coursesHeader","coursesChart","coursesFooter"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"coursesHeader","title":"Courses Ranked by Enrollment","subtitle":"Top 5 courses — active enrollments"},{"component":"HorizontalBarChart","id":"coursesChart","labels":["Python Basics","Data Visualization","UX Design 101","Marketing Analytics","SQL Fundamentals"],"series":["coursesSeries"],"xLabel":"Enrolled learners","yLabel":"Course"},{"component":"Series","id":"coursesSeries","category":"Enrolled","values":[342,278,215,189,156]},{"component":"TextContent","id":"coursesFooter","text":"Total enrolled across all courses: 1,180 • Python Basics is 29% of enrollments","size":"small"},{"component":"Card","id":"atRiskCard","children":["atRiskHeader","atRiskAlert","atRiskTable"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"atRiskHeader","title":"Learners At Risk of Dropping Out","subtitle":"Inactive ≥7 days or <60% progress • Sorted by risk"},{"component":"Alert","id":"atRiskAlert","title":"23 learners flagged","description":"5 high-risk learners shown below. Filter by cohort to narrow list.","variant":"warning"},{"component":"Table","id":"atRiskTable","columns":["colLearner","colCourse","colRisk","colLastActive","colProgress"]},{"component":"Col","id":"colLearner","label":"Learner","data":["Alex Rivera","Jamie Chen","Samir Patel","Taylor Brooks","Morgan Lee"],"type":"string"},{"component":"Col","id":"colCourse","label":"Course","data":["Python Basics","UX Design 101","Data Visualization","Python Basics","Marketing Analytics"],"type":"string"},{"component":"Col","id":"colRisk","label":"Risk","data":["High","High","Medium","Medium","High"],"type":"string"},{"component":"Col","id":"colLastActive","label":"Last Active","data":["12 days ago","9 days ago","7 days ago","8 days ago","14 days ago"],"type":"string"},{"component":"Col","id":"colProgress","label":"Progress","data":["32%","41%","58%","49%","27%"],"type":"string"},{"component":"Card","id":"messageCard","children":["messageHeader","messageForm"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"messageHeader","title":"Message a Cohort","subtitle":"Send announcement, nudge, or resource to the selected cohort"},{"component":"Form","id":"messageForm","name":"messageCohortForm","fields":["fcTarget","fcMessage"],"buttons":"messageButtons"},{"component":"FormControl","id":"fcTarget","label":"Target Cohort","input":"selectMsgCohort","hint":"Message will be sent to all active learners in this cohort"},{"component":"Select","id":"selectMsgCohort","name":"targetCohort","placeholder":"Select cohort to message","items":["smi_all","smi_spring","smi_fall","smi_enterprise"],"value":"all"},{"component":"SelectItem","id":"smi_all","component":"SelectItem","value":"all","label":"All Cohorts (2,840)"},{"component":"SelectItem","id":"smi_spring","component":"SelectItem","value":"spring2024","label":"Spring 2024 (720)"},{"component":"SelectItem","id":"smi_fall","component":"SelectItem","value":"fall2024","label":"Fall 2024 (890)"},{"component":"SelectItem","id":"smi_enterprise","component":"SelectItem","value":"enterprise","label":"Enterprise Track (540)"},{"component":"FormControl","id":"fcMessage","label":"Message","input":"textAreaMessage","hint":"Supports markdown. Learners receive via email + in-app inbox."},{"component":"TextArea","id":"textAreaMessage","name":"messageBody","placeholder":"Hi cohort — quick reminder: your quiz deadline is Friday. Need help? Reply here...","rows":4},{"component":"Buttons","id":"messageButtons","buttons":["btnSend","btnPreview"],"direction":"row"},{"component":"Button","id":"btnSend","label":"Send Message to Cohort","variant":"primary"},{"component":"Button","id":"btnPreview","label":"Preview","variant":"secondary"},{"component":"FollowUpBlock","id":"followUp","items":["fu1","fu2","fu3"]},{"component":"FollowUpItem","id":"fu1","text":"Show at-risk learners for Enterprise Track only"},{"component":"FollowUpItem","id":"fu2","text":"Export completion report as CSV"},{"component":"FollowUpItem","id":"fu3","text":"Why is Python Basics enrollment highest?"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..830179137
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r3.txt
@@ -0,0 +1,13 @@
+Analytics dashboard for your training platform — all 8 items on one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"training-analytics","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"training-analytics","components":[{"component":"Card","id":"root","children":["header","cohortCard","metricsRow","engagementCard","coursesCard","riskCard"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Training Platform Analytics","subtitle":"Cohort-filtered overview • Updated today at 9:42 AM"},{"component":"Card","id":"cohortCard","children":["cohortSelectControl","messageDialog"],"direction":"row","gap":"m","align":"end","justify":"between","variant":"sunk"},{"component":"FormControl","id":"cohortSelectControl","label":"Narrow to one cohort (6)","input":"cohortSelect","hint":"Filters all metrics, charts, and at-risk list below"},{"component":"Select","id":"cohortSelect","name":"cohort","placeholder":"All Cohorts","items":["cohortItemAll","cohortItemA","cohortItemB","cohortItemC","cohortItemD"],"value":"All Cohorts"},{"component":"SelectItem","id":"cohortItemAll","component":"SelectItem","value":"All Cohorts","label":"All Cohorts (2,840 learners)"},{"component":"SelectItem","id":"cohortItemA","component":"SelectItem","value":"Cohort A - Spring 2026","label":"Cohort A - Spring 2026"},{"component":"SelectItem","id":"cohortItemB","component":"SelectItem","value":"Cohort B - Fall 2025","label":"Cohort B - Fall 2025"},{"component":"SelectItem","id":"cohortItemC","component":"SelectItem","value":"Cohort C - Enterprise","label":"Cohort C - Enterprise"},{"component":"SelectItem","id":"cohortItemD","component":"SelectItem","value":"Cohort D - Summer Intensive","label":"Cohort D - Summer Intensive"},{"component":"DialogBlock","id":"messageDialog","triggerLabel":"Message Cohort (8)","title":"Message Cohort","description":"Send an announcement to the currently selected cohort. Learners will receive email + in-app notification.","content":["messageDialogInfo","messageDialogTextArea","messageDialogButtons"],"triggerVariant":"default"},{"component":"TextContent","id":"messageDialogInfo","component":"TextContent","text":"You are messaging: **Cohort A - Spring 2026** (312 learners). Messages are tracked in engagement analytics.","size":"small"},{"component":"TextArea","id":"messageDialogTextArea","component":"TextArea","name":"cohortMessage","placeholder":"Write your message to the cohort... e.g., Reminder: Quiz 3 deadline is Friday. Office hours tomorrow at 4pm.","rows":4},{"component":"Buttons","id":"messageDialogButtons","component":"Buttons","buttons":["messageSendBtn"],"direction":"row"},{"component":"Button","id":"messageSendBtn","component":"Button","label":"Send Message","variant":"primary"},{"component":"Card","id":"metricsRow","children":["metricActiveCard","metricCompletionCard","metricQuizCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"metricActiveCard","children":["metricActiveLabel","metricActiveValue","metricActiveTrend"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricActiveLabel","component":"TextContent","text":"1. Active Learners This Week","size":"small"},{"component":"TextContent","id":"metricActiveValue","component":"TextContent","text":"1,247","size":"large-heavy"},{"component":"TextContent","id":"metricActiveTrend","component":"TextContent","text":"↑ 8.2% vs last week • 312 in selected cohort","size":"small"},{"component":"Card","id":"metricCompletionCard","children":["metricCompletionLabel","metricCompletionValue","metricCompletionProgress"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricCompletionLabel","component":"TextContent","text":"2. Course Completion Rate","size":"small"},{"component":"TextContent","id":"metricCompletionValue","component":"TextContent","text":"68.4%","size":"large-heavy"},{"component":"Progress","id":"metricCompletionProgress","component":"Progress","value":68.4,"label":"Target: 75%"},{"component":"Card","id":"metricQuizCard","children":["metricQuizLabel","metricQuizValue","metricQuizTrend"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricQuizLabel","component":"TextContent","text":"3. Average Quiz Score","size":"small"},{"component":"TextContent","id":"metricQuizValue","component":"TextContent","text":"82.4%","size":"large-heavy"},{"component":"TextContent","id":"metricQuizTrend","component":"TextContent","text":"↑ 1.6 pts vs last month • 89% pass rate","size":"small"},{"component":"Card","id":"engagementCard","children":["engagementHeader","engagementChart","engagementCaption"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"engagementHeader","component":"CardHeader","title":"7. Engagement Across Past 8 Weeks","subtitle":"Active sessions + time-on-platform (filtered by cohort)"},{"component":"LineChart","id":"engagementChart","component":"LineChart","labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8"],"series":["engagementSeries"],"variant":"natural","xLabel":"Week","yLabel":"Active Sessions"},{"component":"Series","id":"engagementSeries","component":"Series","category":"Active Sessions","values":[820,910,875,1020,1150,1080,1240,1247]},{"component":"TextContent","id":"engagementCaption","component":"TextContent","text":"Peak in Week 7 (+14.8%) after new Python capstone release. Cohort A mirrors overall trend.","size":"small"},{"component":"Card","id":"coursesCard","children":["coursesHeader","coursesChart"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"coursesHeader","component":"CardHeader","title":"4. Courses Ranked by Enrollment","subtitle":"Top 5 by total enrolled learners (current cohort filter applied)"},{"component":"HorizontalBarChart","id":"coursesChart","component":"HorizontalBarChart","labels":["Advanced Python","Data Science Fundamentals","UX Design Sprint","Leadership 101","Cloud Architecture"],"series":["coursesSeries"],"variant":"grouped","xLabel":"Enrollments","yLabel":"Course"},{"component":"Series","id":"coursesSeries","component":"Series","category":"Enrollments","values":[342,298,215,189,134]},{"component":"Card","id":"riskCard","children":["riskHeader","riskAlert","riskTable","riskFooter"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"riskHeader","component":"CardHeader","title":"5. Learners At Risk of Dropping Out","subtitle":"Low progress + 7+ days inactive • Auto-flagged if risk > 70%"},{"component":"Alert","id":"riskAlert","component":"Alert","title":"12 learners flagged this week","description":"3 high-risk learners inactive >14 days. Consider messaging Cohort A with check-in.","variant":"warning"},{"component":"Table","id":"riskTable","component":"Table","columns":["colLearner","colCourse","colInactive","colProgress","colRisk"]},{"component":"Col","id":"colLearner","component":"Col","label":"Learner","data":["Alex Rivera","Sam Chen","Jordan Taylor","Maya Patel","Chris Okafor"],"type":"string"},{"component":"Col","id":"colCourse","component":"Col","label":"Course","data":["Advanced Python","Data Science Fundamentals","UX Design Sprint","Leadership 101","Cloud Architecture"],"type":"string"},{"component":"Col","id":"colInactive","component":"Col","label":"Days Inactive","data":[18,12,9,15,7],"type":"number"},{"component":"Col","id":"colProgress","component":"Col","label":"Completion","data":["22%","31%","45%","18%","52%"],"type":"string"},{"component":"Col","id":"colRisk","component":"Col","label":"Risk Score","data":["92% High","84% High","76% Medium","88% High","71% Medium"],"type":"string"},{"component":"TextContent","id":"riskFooter","component":"TextContent","text":"Filtered to selected cohort. Use 'Message Cohort' above to nudge at-risk learners.","size":"small"}]}}</a2ui-json>
+
+All 8 requirements mapped on one screen:
+
+**1-3** Top metric row: Active Learners (1,247), Completion Rate (68.4% with progress bar), Avg Quiz Score (82.4%)
+**4** Horizontal bar chart ranking courses by enrollment
+**5** Table of learners at risk with days inactive & risk score + warning alert
+**6** Cohort Select dropdown (filters entire dashboard)
+**7** Line chart showing engagement across the past 8 weeks
+**8** "Message Cohort" dialog button — opens a message composer for the currently selected cohort
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..fc2dc527a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-learning__r4.txt
@@ -0,0 +1,7 @@
+All 8 analytics requirements covered in one operational dashboard:
+
+**1** Active learners, **2** Completion rate, **3** Avg quiz score, **4** Courses by enrollment, **5** At-risk learners, **6** Cohort filter, **7** 8-week engagement, **8** Message cohort
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"analytics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"LearnPulse Analytics"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"analytics-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","cohortFilterCard","metricsRow","chartsRow","riskCard"]},{"id":"header","component":"CardHeader","title":"Training Platform Analytics","subtitle":"Live overview • Week of Aug 12-18, 2026 • All cohorts"},{"id":"cohortFilterCard","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","justify":"between","children":["cohortFormControl","messageDialog"]},{"id":"cohortFormControl","component":"FormControl","label":"Narrow to cohort","hint":"Filter all metrics, charts and at-risk list","input":"cohortSelect"},{"id":"cohortSelect","component":"Select","name":"cohort","placeholder":"All Cohorts","items":["cohortItemAll","cohortItemA","cohortItemB","cohortItemC","cohortItemEnterprise"],"value":"all"},{"id":"cohortItemAll","component":"SelectItem","value":"all","label":"All Cohorts (3,842 learners)"},{"id":"cohortItemA","component":"SelectItem","value":"spring24","label":"Cohort A — Spring 2024"},{"id":"cohortItemB","component":"SelectItem","value":"summer24","label":"Cohort B — Summer 2024"},{"id":"cohortItemC","component":"SelectItem","value":"fall24","label":"Cohort C — Fall 2024"},{"id":"cohortItemEnterprise","component":"SelectItem","value":"acme","label":"Enterprise — Acme Corp"},{"id":"messageDialog","component":"DialogBlock","triggerLabel":"Message Cohort","title":"Message Cohort","description":"Send an announcement to the currently filtered cohort. Learners will receive it via email and in-app inbox.","triggerVariant":"default","content":["dialogIntro","messageInput","sendBtn"]},{"id":"dialogIntro","component":"TextContent","text":"This will message **1,247 active learners** in the selected cohort. Use for nudges, deadlines, or encouragement.","size":"small"},{"id":"messageInput","component":"TextArea","name":"cohortMessage","placeholder":"Hi team, quick reminder about this week's deadline...","rows":4},{"id":"sendBtn","component":"Button","label":"Send to Cohort","variant":"primary"},{"id":"metricsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["metricActiveCard","metricCompletionCard","metricQuizCard"]},{"id":"metricActiveCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["metricActiveTitle","metricActiveValue","metricActiveSub"]},{"id":"metricActiveTitle","component":"TextContent","text":"Active Learners This Week","size":"small"},{"id":"metricActiveValue","component":"Heading","text":"1,247","level":"h1"},{"id":"metricActiveSub","component":"TagBlock","tags":["▲ 8.2% vs last week (1,152)","142 new this week"]},{"id":"metricCompletionCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["metricCompletionTitle","metricCompletionValue","completionProgress","metricCompletionSub"]},{"id":"metricCompletionTitle","component":"TextContent","text":"Course Completion Rate","size":"small"},{"id":"metricCompletionValue","component":"Heading","text":"68.4%","level":"h1"},{"id":"completionProgress","component":"Progress","value":68.4,"label":"68.4% of enrolled courses completed"},{"id":"metricCompletionSub","component":"TextContent","text":"+2.1 pts vs last month • Target: 75%","size":"small"},{"id":"metricQuizCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["metricQuizTitle","metricQuizValue","metricQuizSub","quizBadge"]},{"id":"metricQuizTitle","component":"TextContent","text":"Average Quiz Score","size":"small"},{"id":"metricQuizValue","component":"Heading","text":"82.1%","level":"h1"},{"id":"metricQuizSub","component":"TextContent","text":"Across 14,892 attempts • Median: 84%","size":"small"},{"id":"quizBadge","component":"Badge","text":"▲ +1.4% vs last week","variant":"secondary"},{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["enrollmentCard","engagementCard"]},{"id":"enrollmentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["enrollmentHeader","enrollmentChart"]},{"id":"enrollmentHeader","component":"CardHeader","title":"Courses Ranked by Enrollment","subtitle":"Top 5 by total enrolled learners"},{"id":"enrollmentChart","component":"HorizontalBarChart","labels":["Intro to Python","Data Visualization","UX Fundamentals","Advanced SQL","Leadership 101"],"series":["enrollmentSeries"],"variant":"grouped","xLabel":"Enrolled learners","yLabel":"Course"},{"id":"enrollmentSeries","component":"Series","category":"Enrollment","values":[842,761,654,589,421]},{"id":"engagementCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["engagementHeader","engagementChart"]},{"id":"engagementHeader","component":"CardHeader","title":"Engagement — Past 8 Weeks","subtitle":"Weekly active learners + avg. minutes per learner"},{"id":"engagementChart","component":"LineChart","labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["engagementSeries"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},{"id":"engagementSeries","component":"Series","category":"Active Learners","values":[980,1020,1105,1080,1150,1220,1185,1247]},{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["riskHeader","riskAlert","riskTable"]},{"id":"riskHeader","component":"CardHeader","title":"Learners at Risk of Dropping Out","subtitle":"< 40% progress + no activity in 10+ days • Auto-flagged daily"},{"id":"riskAlert","component":"Alert","title":"23 learners flagged","description":"5 highest-risk shown below. Filter by cohort above to narrow list. Use 'Message Cohort' to send a re-engagement nudge.","variant":"warning"},{"id":"riskTable","component":"Table","columns":["colLearner","colCourse","colProgress","colLastActive","colRisk"]},{"id":"colLearner","component":"Col","label":"Learner","data":["Alex Rivera","Priya Nair","Jordan Smith","Sofia Chen","Marcus Webb"],"type":"string"},{"id":"colCourse","component":"Col","label":"Course","data":["Intro to Python","Advanced SQL","UX Fundamentals","Data Visualization","Leadership 101"],"type":"string"},{"id":"colProgress","component":"Col","label":"Progress","data":["22%","31%","18%","35%","27%"],"type":"string"},{"id":"colLastActive","component":"Col","label":"Last Active","data":["14 days ago","12 days ago","18 days ago","11 days ago","16 days ago"],"type":"string"},{"id":"colRisk","component":"Col","label":"Risk","data":["High — 2 wks inactive","High — 3 missed quizzes","Critical — No login 18d","Medium — Stalled at Module 2","High — Score drop 62%→48%"],"type":"string"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..ac56148dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,14 @@
+Your weekly marketing dashboard is ready — all 8 requested metrics on one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E7490","agentDisplayName":"MarketingOS"},"sendDataModel":false}}</a2ui-json> <a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard","components":[{"component":"Card","id":"root","children":["header","controls","bestCampaignCallout","visitorsCard","kpiRow","trafficCampaignRow","footerNote"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Weekly Marketing Dashboard","subtitle":"Performance overview • Jun 19 – Jul 18, 2025 • Updated today at 9:00 AM"},{"component":"Card","id":"controls","children":["dateRangePicker","exportButtons"],"direction":"row","justify":"between","align":"center","variant":"card","gap":"m"},{"component":"DatePicker","id":"dateRangePicker","name":"dateRange","mode":"range","value":["2025-06-19","2025-07-18"]},{"component":"Buttons","id":"exportButtons","buttons":["exportBtn"],"direction":"row"},{"component":"Button","id":"exportBtn","label":"Export Report","variant":"primary","size":"medium"},{"component":"Callout","id":"bestCampaignCallout","variant":"success","title":"🏆 Best Performing Campaign: Product Launch Teaser","description":"ROAS 4.8x • 6.2% conversion rate • $5,600 spend generated $26,880 revenue. 42% above account average. Recommended action: Increase budget by 20%."},{"component":"Card","id":"visitorsCard","children":["visitorsTitle","visitorsSubtext","visitorsChart"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"visitorsTitle","text":"### 1. Site Visitors — Last 30 Days","size":"large-heavy"},{"component":"TextContent","id":"visitorsSubtext","text":"Total: **94,850 visitors** • Avg. 3,162/day • **+12.4% vs previous 30 days**","size":"small"},{"component":"AreaChart","id":"visitorsChart","labels":["Jun 19","Jun 20","Jun 21","Jun 22","Jun 23","Jun 24","Jun 25","Jun 26","Jun 27","Jun 28","Jun 29","Jun 30","Jul 01","Jul 02","Jul 03","Jul 04","Jul 05","Jul 06","Jul 07","Jul 08","Jul 09","Jul 10","Jul 11","Jul 12","Jul 13","Jul 14","Jul 15","Jul 16","Jul 17","Jul 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},{"component":"Series","id":"visitorsSeries","category":"Visitors","values":[1850,2100,1950,2400,2250,2600,3100,2800,2650,2900,3200,3050,2750,3400,3600,3350,3100,2950,3300,3550,3800,3650,3400,3150,3500,3700,3900,4100,3950,4200]},{"component":"Card","id":"kpiRow","children":["conversionCard","emailCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"conversionCard","children":["conversionTitle","conversionValue","conversionProgress","conversionDetail"],"direction":"column","gap":"s","variant":"card"},{"component":"TextContent","id":"conversionTitle","text":"2. Conversion Rate","size":"small-heavy"},{"component":"TextContent","id":"conversionValue","text":"# 3.82%","size":"large-heavy"},{"component":"Progress","id":"conversionProgress","value":38.2,"label":"3.82% of visitors converted (Goal: 4.5%)"},{"component":"TextContent","id":"conversionDetail","text":"+0.31% vs last week • 3,624 conversions from 94,850 visitors","size":"small"},{"component":"Card","id":"emailCard","children":["emailTitle","emailValue","emailChart","emailDetail"],"direction":"column","gap":"s","variant":"card"},{"component":"TextContent","id":"emailTitle","text":"7. Email Subscriber Growth — This Month","size":"small-heavy"},{"component":"TextContent","id":"emailValue","text":"# +1,240  •  15,980 total  (+8.4%)","size":"large-heavy"},{"component":"BarChart","id":"emailChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["emailSeries"],"variant":"grouped","xLabel":"Week (July)","yLabel":"New Subscribers"},{"component":"Series","id":"emailSeries","category":"New Subscribers","values":[312,385,298,245]},{"component":"TextContent","id":"emailDetail","text":"Best week: Week 2 (385) driven by Product Launch Teaser campaign","size":"small"},{"component":"Card","id":"trafficCampaignRow","children":["trafficCard","campaignsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"trafficCard","children":["trafficTitle","trafficPie","trafficLegend"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"trafficTitle","text":"3. Top 5 Traffic Sources","level":"h3"},{"component":"PieChart","id":"trafficPie","labels":["Organic Search","Direct","Social Media","Email","Referral"],"values":[38,24,18,12,8],"variant":"donut","appearance":"circular"},{"component":"TextContent","id":"trafficLegend","text":"Organic Search dominates at **38%** • Social + Email combined = 30%","size":"small"},{"component":"Card","id":"campaignsCard","children":["campaignsTitle","campaignsTable","spendChartTitle","spendChart"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"campaignsTitle","text":"4. Running Campaigns — Spend","level":"h3"},{"component":"Table","id":"campaignsTable","columns":["colCampaign","colSpend","colStatus","colConv"]},{"component":"Col","id":"colCampaign","label":"Campaign","data":["Product Launch Teaser","Summer Sale - Paid Search","Influencer Collab","Retargeting - Display","Newsletter Promo"],"type":"string"},{"component":"Col","id":"colSpend","label":"Spend","data":["$5,600","$4,250","$3,100","$2,800","$1,200"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Active","Active","Active","Active","Active"],"type":"string"},{"component":"Col","id":"colConv","label":"Conv. Rate","data":["6.20%","4.10%","3.90%","2.80%","3.40%"],"type":"string"},{"component":"TextContent","id":"spendChartTitle","text":"Spend by campaign","size":"small-heavy"},{"component":"HorizontalBarChart","id":"spendChart","labels":["Launch Teaser","Summer Sale","Influencer","Retargeting","Newsletter"],"series":["spendSeries"],"variant":"grouped","xLabel":"Spend ($)","yLabel":"Campaign"},{"component":"Series","id":"spendSeries","category":"Spend","values":[5600,4250,3100,2800,1200]},{"component":"TextContent","id":"footerNote","text":"**Controls:** Use the date picker (top) to change range (6) and **Export Report** button (top-right) to download PDF/CSV (8). Best performer (5) is highlighted at top.","size":"small"}]}}</a2ui-json>
+
+**What's included:**
+
+1. **Site Visitors (30 days)** — Area chart at top showing daily visitors (94,850 total, +12.4%)
+2. **Conversion Rate** — 3.82% with progress bar vs 4.5% goal + detail
+3. **Top 5 Traffic Sources** — Donut chart: Organic Search 38%, Direct 24%, Social 18%, Email 12%, Referral 8%
+4. **Running Campaigns** — Table + horizontal bar chart with spend for each of 5 active campaigns
+5. **Best Performing Campaign** — Green success callout at top: *Product Launch Teaser* (6.2% conv, 4.8x ROAS)
+6. **Date Range Control** — Range DatePicker in header (Jun 19 – Jul 18, changeable)
+7. **Email Subscriber Growth** — +1,240 this month (+8.4%) with weekly bar chart
+8. **Export Report** — Primary button top-right to export PDF/CSV
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..0f6f7e436
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,16 @@
+Your weekly marketing dashboard is ready — all 8 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Marketing Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard-v1","components":[{"component":"Card","id":"root","children":["header","controlsCard","kpiRowCard","chartRowCard","emailGrowthCard","campaignsCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Marketing Weekly Dashboard","subtitle":"Week of Aug 11 — Aug 18, 2026 • Last updated 2 hours ago"},{"component":"Card","id":"controlsCard","children":["controlsLeft","exportButtons"],"direction":"row","gap":"m","justify":"between","align":"center","variant":"card"},{"component":"Card","id":"controlsLeft","children":["controlsHeading","dateRangePicker"],"direction":"column","gap":"s","variant":"clear"},{"component":"TextContent","id":"controlsHeading","text":"Date Range & Actions","size":"small-heavy"},{"component":"DatePicker","id":"dateRangePicker","name":"dateRange","mode":"range","value":["2026-07-20","2026-08-18"]},{"component":"Buttons","id":"exportButtons","buttons":["exportBtn"],"direction":"row"},{"component":"Button","id":"exportBtn","label":"Export Report","variant":"primary"},{"component":"Card","id":"kpiRowCard","children":["kpiVisitorsCard","kpiConversionCard","kpiEmailCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiVisitorsCard","children":["kpiVisitorsTitle","kpiVisitorsValue","kpiVisitorsTrend"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiVisitorsTitle","text":"Site Visitors (30 Days)","size":"small"},{"component":"Heading","id":"kpiVisitorsValue","text":"198,420","level":"h2"},{"component":"TextContent","id":"kpiVisitorsTrend","text":"▲ 12.4% vs prev. 30 days • Avg 6,614 / day","size":"small"},{"component":"Card","id":"kpiConversionCard","children":["kpiConversionTitle","kpiConversionValue","kpiConversionProgress","kpiConversionHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiConversionTitle","text":"Conversion Rate","size":"small"},{"component":"Heading","id":"kpiConversionValue","text":"3.82%","level":"h2"},{"component":"Progress","id":"kpiConversionProgress","value":38.2,"label":"3.82% of visitors converted"},{"component":"TextContent","id":"kpiConversionHint","text":"Goal: 4.0% • 0.18pp to target","size":"small"},{"component":"Card","id":"kpiEmailCard","children":["kpiEmailTitle","kpiEmailValue","kpiEmailProgress","kpiEmailHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiEmailTitle","text":"Email Subscriber Growth (August)","size":"small"},{"component":"Heading","id":"kpiEmailValue","text":"+1,248 subscribers","level":"h2"},{"component":"Progress","id":"kpiEmailProgress","value":72,"label":"72% to monthly goal (1,730)"},{"component":"TextContent","id":"kpiEmailHint","text":"+4.2% MoM • Total list: 31,648","size":"small"},{"component":"Card","id":"chartRowCard","children":["visitorsChartCard","trafficCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"visitorsChartCard","children":["visitorsChartHeader","visitorsLineChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"visitorsChartHeader","title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors • Jul 20 - Aug 18"},{"component":"LineChart","id":"visitorsLineChart","labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 01","Aug 04","Aug 07","Aug 10","Aug 13","Aug 16","Aug 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},{"component":"Series","id":"visitorsSeries","category":"Visitors","values":[4200,5100,4800,6200,5900,7100,6800,7400,8200,7900,8600]},{"component":"Card","id":"trafficCard","children":["trafficHeader","trafficPieChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"trafficHeader","title":"Top 5 Traffic Sources","subtitle":"Share of total sessions (30 days)"},{"component":"PieChart","id":"trafficPieChart","labels":["Organic Search","Direct","Social","Paid Search","Referral"],"values":[38,24,18,12,8],"variant":"donut"},{"component":"Card","id":"emailGrowthCard","children":["emailGrowthHeader","emailGrowthAreaChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"emailGrowthHeader","title":"Email Subscriber Growth — This Month","subtitle":"Cumulative subscribers in August • +1,248 net new"},{"component":"AreaChart","id":"emailGrowthAreaChart","labels":["Aug 1-4","Aug 5-8","Aug 9-12","Aug 13-16","Aug 17-18"],"series":["emailGrowthSeries"],"variant":"natural","xLabel":"August","yLabel":"Subscribers"},{"component":"Series","id":"emailGrowthSeries","category":"Total Subscribers","values":[30400,30850,31300,31800,31648]},{"component":"Card","id":"campaignsCard","children":["campaignsHeader","bestCampaignCallout","campaignsTable"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"campaignsHeader","title":"Running Campaigns","subtitle":"Spend & performance • 5 active/paused"},{"component":"Callout","id":"bestCampaignCallout","variant":"success","title":"🏆 Best Performing Campaign: Back to School Launch","description":"Highest conversion at 5.2% • ROAS 4.8x • $8,900 spend driving 1,842 conversions. Scale budget recommended."},{"component":"Table","id":"campaignsTable","columns":["colCampaign","colStatus","colSpend","colConv"]},{"component":"Col","id":"colCampaign","label":"Campaign","data":["Back to School Launch","Brand Search - Google","Summer Sale - Retargeting","Influencer Collab - TikTok","Newsletter Sponsorship"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Active","Active","Active","Paused","Active"],"type":"string"},{"component":"Col","id":"colSpend","label":"Spend","data":["$8,900","$6,750","$4,250","$3,400","$2,100"],"type":"string"},{"component":"Col","id":"colConv","label":"Conv. Rate","data":["5.2%","4.1%","4.6%","2.8%","3.1%"],"type":"string"}]}}</a2ui-json>
+
+**Dashboard covers all 8 requirements:**
+
+1. **Site visitors (30 days)** — LineChart with daily trend + 198,420 total
+2. **Conversion rate** — 3.82% with progress to 4.0% goal
+3. **Top 5 traffic sources** — Donut chart: Organic 38%, Direct 24%, Social 18%, Paid 12%, Referral 8%
+4. **Running campaigns** — Table with 5 campaigns + spend per campaign
+5. **Best performing campaign** — Green success callout for *Back to School Launch* (5.2% conv, 4.8x ROAS)
+6. **Date range control** — Range DatePicker (Jul 20 - Aug 18) at top
+7. **Email growth this month** — +1,248 subscribers, 72% to goal + cumulative AreaChart
+8. **Export** — Primary "Export Report" button top-right
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..fc074a8d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,18 @@
+Your weekly marketing dashboard is ready — all 8 items covered in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"marketing-dashboard-weekly","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Marketing Pulse"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"marketing-dashboard-weekly","components":[{"component":"Card","id":"root","children":["heading","subtitle","controlsCard","kpiRow","mainRow","secondRow","bestCallout","emailCard","footerSeparator","footerRow"],"variant":"clear","direction":"column","gap":"m"},{"component":"Heading","id":"heading","text":"Marketing Weekly Dashboard","level":"h1"},{"component":"TextContent","id":"subtitle","text":"Aug 18, 2026 • Performance overview for the last 30 days • All metrics updated hourly","size":"small"},{"component":"Card","id":"controlsCard","children":["controlsRow"],"variant":"card","direction":"column","gap":"s"},{"component":"Card","id":"controlsRow","children":["dateControls","exportButtons"],"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Card","id":"dateControls","children":["datePickerControl","presetSelectControl"],"variant":"clear","direction":"row","gap":"m","align":"end"},{"component":"FormControl","id":"datePickerControl","label":"Date Range","input":"datePicker","hint":"Select custom range or use presets"},{"component":"DatePicker","id":"datePicker","name":"dateRange","mode":"range"},{"component":"FormControl","id":"presetSelectControl","label":"Quick Range","input":"presetSelect"},{"component":"Select","id":"presetSelect","name":"presetRange","items":["presetItem7","presetItem30","presetItem90","presetItemMonth"],"placeholder":"Last 30 Days","value":"Last 30 Days","size":"medium"},{"component":"SelectItem","id":"presetItem7","value":"7d","label":"Last 7 Days"},{"component":"SelectItem","id":"presetItem30","value":"30d","label":"Last 30 Days"},{"component":"SelectItem","id":"presetItem90","value":"90d","label":"Last 90 Days"},{"component":"SelectItem","id":"presetItemMonth","value":"month","label":"This Month"},{"component":"Buttons","id":"exportButtons","buttons":["exportBtn","exportCsvBtn"],"direction":"row"},{"component":"Button","id":"exportBtn","label":"Export Report (PDF)","variant":"primary","size":"medium"},{"component":"Button","id":"exportCsvBtn","label":"Export CSV","variant":"secondary","size":"medium"},{"component":"Card","id":"kpiRow","children":["kpiVisitorsCard","kpiConversionCard","kpiEmailCard","kpiSpendCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"kpiVisitorsCard","children":["kpiVisitorsHeader","kpiVisitorsValue","kpiVisitorsTrend"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiVisitorsHeader","title":"Site Visitors","subtitle":"Last 30 days"},{"component":"TextContent","id":"kpiVisitorsValue","text":"**58,420** visitors","size":"large"},{"component":"TextContent","id":"kpiVisitorsTrend","text":"↑ 12.4% vs previous 30 days • Avg 1,947 / day","size":"small"},{"component":"Card","id":"kpiConversionCard","children":["kpiConversionHeader","kpiConversionValue","kpiConversionProgress","kpiConversionHint"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiConversionHeader","title":"Conversion Rate","subtitle":"Goal: 5.0%"},{"component":"TextContent","id":"kpiConversionValue","text":"**3.82%**","size":"large"},{"component":"Progress","id":"kpiConversionProgress","value":76,"label":"76% of goal"},{"component":"TextContent","id":"kpiConversionHint","text":"+0.31% vs last week • 2,232 conversions","size":"small"},{"component":"Card","id":"kpiEmailCard","children":["kpiEmailHeader","kpiEmailValue","kpiEmailTrend"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiEmailHeader","title":"Email Subscribers","subtitle":"Growth this month"},{"component":"TextContent","id":"kpiEmailValue","text":"**13,920** subscribers","size":"large"},{"component":"TextContent","id":"kpiEmailTrend","text":"↑ 12.3% (+1,520) in August • 380 new this week","size":"small"},{"component":"Card","id":"kpiSpendCard","children":["kpiSpendHeader","kpiSpendValue","kpiSpendTrend"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiSpendHeader","title":"Total Campaign Spend","subtitle":"Active campaigns"},{"component":"TextContent","id":"kpiSpendValue","text":"**$24,850**","size":"large"},{"component":"TextContent","id":"kpiSpendTrend","text":"5 running • Avg ROAS 3.2x","size":"small"},{"component":"Card","id":"mainRow","children":["visitorsCard","conversionDetailCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"visitorsCard","children":["visitorsHeader","visitorsLineChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"visitorsHeader","title":"1. Site Visitors — Last 30 Days","subtitle":"Daily unique visitors • Jul 20 - Aug 18"},{"component":"LineChart","id":"visitorsLineChart","labels":["Jul 20","Jul 22","Jul 24","Jul 26","Jul 28","Jul 30","Aug 01","Aug 03","Aug 05","Aug 07","Aug 09","Aug 11","Aug 13","Aug 15","Aug 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},{"component":"Series","id":"visitorsSeries","category":"Visitors","values":[1240,1580,1420,1890,1750,2100,1950,2280,2050,2420,2180,2600,2350,2510,2475]},{"component":"Card","id":"conversionDetailCard","children":["conversionDetailHeader","conversionText","conversionProgress2","conversionBreakdown"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"conversionDetailHeader","title":"2. Conversion Rate Trend","subtitle":"Daily conversion % • Stable growth"},{"component":"TextContent","id":"conversionText","text":"Current **3.82%** — up from 3.51% last period. Best day: **Aug 11 at 4.4%** after Summer Sale push.","size":"default"},{"component":"Progress","id":"conversionProgress2","value":76,"label":"3.82% / 5% goal"},{"component":"TextContent","id":"conversionBreakdown","text":"• Checkout: 2.1%  • Signup: 1.2%  • Demo request: 0.52%","size":"small"},{"component":"Card","id":"secondRow","children":["trafficCard","campaignsCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"trafficCard","children":["trafficHeader","trafficPie","trafficTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"trafficHeader","title":"3. Top 5 Traffic Sources","subtitle":"Share of total visitors (58,420)"},{"component":"PieChart","id":"trafficPie","labels":["Organic Search","Direct","Social","Referral","Paid Ads"],"values":[42,24,18,10,6],"variant":"donut","appearance":"circular"},{"component":"Table","id":"trafficTable","columns":["trafficColSource","trafficColShare","trafficColVisitors"]},{"component":"Col","id":"trafficColSource","label":"Source","data":["Organic Search","Direct","Social","Referral","Paid Ads"],"type":"string"},{"component":"Col","id":"trafficColShare","label":"Share","data":["42%","24%","18%","10%","6%"],"type":"string"},{"component":"Col","id":"trafficColVisitors","label":"Visitors","data":["24,536","14,021","10,516","5,842","3,505"],"type":"string"},{"component":"Card","id":"campaignsCard","children":["campaignsHeader","campaignsTable","campaignsHint"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"campaignsHeader","title":"4. Running Campaigns & Spend","subtitle":"5 active • Sorted by spend"},{"component":"Table","id":"campaignsTable","columns":["colCampaign","colChannel","colSpend","colStatus","colRoas"]},{"component":"Col","id":"colCampaign","label":"Campaign","data":["Summer Sale Retargeting","Back-to-School Search","Influencer Unboxing","Newsletter Sponsorship","LinkedIn Lead Gen"],"type":"string"},{"component":"Col","id":"colChannel","label":"Channel","data":["Meta / Display","Google Search","Instagram / TikTok","Email","LinkedIn"],"type":"string"},{"component":"Col","id":"colSpend","label":"Spend","data":["$8,420","$6,150","$4,800","$3,080","$2,400"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Active","Active","Active","Active","Active"],"type":"string"},{"component":"Col","id":"colRoas","label":"ROAS","data":["4.8x","3.4x","2.9x","3.1x","2.2x"],"type":"string"},{"component":"TextContent","id":"campaignsHint","text":"Total spend $24,850 • Click any campaign to view details","size":"small"},{"component":"Callout","id":"bestCallout","variant":"success","title":"5. ⭐ Best Performing Campaign — Summer Sale Retargeting","description":"ROAS 4.8x (highest) • $8,420 spend → $40,416 revenue • 1,840 conversions at $4.57 CPA • 42% of all conversions this week. Recommendation: Increase budget by 15% while ROAS stays >4x."},{"component":"Card","id":"emailCard","children":["emailHeader","emailAreaChart","emailStatsRow"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"emailHeader","title":"7. Email Subscriber Growth — This Month","subtitle":"August 1-18 • 13,920 total (+1,520 net new)"},{"component":"AreaChart","id":"emailAreaChart","labels":["Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16","Aug 18"],"series":["emailSeries"],"variant":"natural","xLabel":"Date","yLabel":"Subscribers"},{"component":"Series","id":"emailSeries","category":"Subscribers","values":[12400,12680,12850,13100,13300,13720,13920]},{"component":"Card","id":"emailStatsRow","children":["emailStatText"],"variant":"sunk","direction":"row","gap":"s"},{"component":"TextContent","id":"emailStatText","text":"**+12.3% growth** this month • Avg +84/day • Churn 1.1% • Open rate 38.2% • Best acquisition: Referral popup (+420)","size":"small"},{"component":"Separator","id":"footerSeparator","orientation":"horizontal","decorative":true},{"component":"Card","id":"footerRow","children":["footerText","footerButtons"],"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"TextContent","id":"footerText","text":"**6. Change date range** using the picker at the top • **8. Export** via buttons — PDF for stakeholders, CSV for analysis","size":"small"},{"component":"Buttons","id":"footerButtons","buttons":["scheduleBtn","duplicateExportBtn"],"direction":"row"},{"component":"Button","id":"scheduleBtn","label":"Schedule Weekly Email","variant":"secondary","size":"small"},{"component":"Button","id":"duplicateExportBtn","label":"Export Report (PDF)","variant":"primary","size":"small"}]}}</a2ui-json>
+
+All 8 required items are on one screen:
+
+**1. Site visitors (30 days)** — Line chart at top with daily trend
+**2. Conversion rate** — KPI card + progress to 5% goal + detailed breakdown
+**3. Top 5 traffic sources** — Donut chart + table with share % for each
+**4. Running campaigns with spend** — Table with 5 campaigns, channel, spend & ROAS
+**5. Best performing campaign** — Green callout highlighting *Summer Sale Retargeting* (4.8x ROAS)
+**6. Change date range** — DatePicker (range mode) + Quick Range presets at the very top
+**7. Email subscriber growth** — Area chart + sunk stats row showing +12.3% this month
+**8. Export report** — Primary PDF + secondary CSV buttons in header and footer
+
+Use the top controls to switch ranges — the charts and KPIs will update accordingly.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..91779944c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,5 @@
+Your weekly marketing dashboard is ready — covering visitors, conversion, sources, campaigns and subscriber growth in one screen.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "marketing-dashboard-001", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#4F46E5", "agentDisplayName": "Marketing Dashboard"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "marketing-dashboard-001", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["headerCard", "controlsCard", "kpiRow", "visitorsSection", "middleRow", "bestCampaignCallout", "emailGrowthCard", "footerText"]}, {"id": "headerCard", "component": "Card", "variant": "card", "children": ["headingHeader"]}, {"id": "headingHeader", "component": "CardHeader", "title": "Weekly Marketing Dashboard", "subtitle": "May 13 - May 19, 2026 • All channels • Updated 2 hours ago"}, {"id": "controlsCard", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "justify": "between", "wrap": true, "children": ["dateRangeSelect", "datePicker", "exportButtons"]}, {"id": "dateRangeSelect", "component": "Select", "name": "dateRange", "placeholder": "Date Range", "value": "30days", "items": ["dateRangeItem7", "dateRangeItem30", "dateRangeItemMonth", "dateRangeItemCustom"]}, {"id": "dateRangeItem7", "component": "SelectItem", "value": "7days", "label": "Last 7 Days"}, {"id": "dateRangeItem30", "component": "SelectItem", "value": "30days", "label": "Last 30 Days"}, {"id": "dateRangeItemMonth", "component": "SelectItem", "value": "thisMonth", "label": "This Month"}, {"id": "dateRangeItemCustom", "component": "SelectItem", "value": "custom", "label": "Custom Range"}, {"id": "datePicker", "component": "DatePicker", "name": "customDateRange", "mode": "range"}, {"id": "exportButtons", "component": "Buttons", "direction": "row", "buttons": ["exportButton", "exportScheduleButton"]}, {"id": "exportButton", "component": "Button", "label": "Export Report", "variant": "primary"}, {"id": "exportScheduleButton", "component": "Button", "label": "Schedule Export", "variant": "secondary"}, {"id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiVisitors", "kpiConversion", "kpiEmail"]}, {"id": "kpiVisitors", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiVisitorsHeading", "kpiVisitorsValue", "kpiVisitorsTrend"]}, {"id": "kpiVisitorsHeading", "component": "TextContent", "text": "Total Visitors (30d)", "size": "small"}, {"id": "kpiVisitorsValue", "component": "Heading", "text": "58,420", "level": "h2"}, {"id": "kpiVisitorsTrend", "component": "TextContent", "text": "▲ 12.4% vs previous 30 days • Avg. 1,947 / day", "size": "small"}, {"id": "kpiConversion", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiConversionHeading", "kpiConversionValue", "progressConversion", "kpiConversionSub"]}, {"id": "kpiConversionHeading", "component": "TextContent", "text": "Conversion Rate", "size": "small"}, {"id": "kpiConversionValue", "component": "Heading", "text": "3.84%", "level": "h2"}, {"id": "progressConversion", "component": "Progress", "value": 76.8, "label": "76.8% of 5% goal"}, {"id": "kpiConversionSub", "component": "TextContent", "text": "▲ 0.42pp vs last week • 2,243 conversions", "size": "small"}, {"id": "kpiEmail", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiEmailHeading", "kpiEmailValue", "progressEmail", "kpiEmailSub"]}, {"id": "kpiEmailHeading", "component": "TextContent", "text": "Email Subscribers", "size": "small"}, {"id": "kpiEmailValue", "component": "Heading", "text": "+1,890 this month", "level": "h2"}, {"id": "progressEmail", "component": "Progress", "value": 63, "label": "63% to 3,000 monthly goal (6,030 total)"}, {"id": "kpiEmailSub", "component": "TextContent", "text": "18.2% growth • 4.1% avg. open to subscribe", "size": "small"}, {"id": "visitorsSection", "component": "Card", "variant": "card", "children": ["visitorsHeader", "visitorsLineChart"]}, {"id": "visitorsHeader", "component": "CardHeader", "title": "Site Visitors — Last 30 Days", "subtitle": "Daily unique visitors • Apr 19 - May 18"}, {"id": "visitorsLineChart", "component": "LineChart", "labels": ["Apr 19", "Apr 22", "Apr 25", "Apr 28", "May 01", "May 04", "May 07", "May 10", "May 13", "May 16"], "series": ["seriesVisitors"], "variant": "natural", "xLabel": "Date", "yLabel": "Visitors"}, {"id": "seriesVisitors", "component": "Series", "category": "Visitors", "values": [1200, 1450, 1320, 1680, 2100, 1850, 2300, 2450, 2210, 2780]}, {"id": "middleRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["trafficCard", "campaignsCard"]}, {"id": "trafficCard", "component": "Card", "variant": "card", "children": ["trafficHeader", "trafficPie"]}, {"id": "trafficHeader", "component": "CardHeader", "title": "Top 5 Traffic Sources", "subtitle": "Share of total visitors • Last 30 days"}, {"id": "trafficPie", "component": "PieChart", "labels": ["Organic Search", "Direct", "Social Media", "Email", "Referral"], "values": [38, 24, 18, 12, 8], "variant": "donut"}, {"id": "campaignsCard", "component": "Card", "variant": "card", "children": ["campaignsHeader", "campaignsTable"]}, {"id": "campaignsHeader", "component": "CardHeader", "title": "Running Campaigns", "subtitle": "Spend to date • 5 active campaigns"}, {"id": "campaignsTable", "component": "Table", "columns": ["colCampaign", "colSpend", "colStatus"]}, {"id": "colCampaign", "component": "Col", "label": "Campaign", "data": ["Influencer Collab", "Summer Launch", "Retargeting Q2", "Google Search", "Email Nurture"], "type": "string"}, {"id": "colSpend", "component": "Col", "label": "Spend", "data": ["$5,500", "$4,250", "$3,800", "$2,900", "$1,200"], "type": "string"}, {"id": "colStatus", "component": "Col", "label": "Status", "data": ["Active", "Active", "Active", "Active", "Active"], "type": "string"}, {"id": "bestCampaignCallout", "component": "Callout", "variant": "success", "title": "🏆 Best Performing Campaign: Influencer Collab", "description": "ROAS 4.2x • $5,500 spend → $23,100 revenue • 6.1% conversion rate (highest) • 38% above account average. Recommendation: Increase budget by 20% next week."}, {"id": "emailGrowthCard", "component": "Card", "variant": "card", "children": ["emailGrowthHeader", "emailBarChart"]}, {"id": "emailGrowthHeader", "component": "CardHeader", "title": "Email Subscriber Growth — This Month", "subtitle": "New subscribers per week in May • Total +1,890"}, {"id": "emailBarChart", "component": "BarChart", "labels": ["Week 1 (May 1-4)", "Week 2 (May 5-11)", "Week 3 (May 12-18)", "Week 4 (May 19-31*)"], "series": ["seriesEmail"], "variant": "grouped", "xLabel": "Week", "yLabel": "New Subscribers"}, {"id": "seriesEmail", "component": "Series", "category": "New Subscribers", "values": [320, 410, 480, 680]}, {"id": "footerText", "component": "TextContent", "text": "* Week 4 projected based on current pace. Use date range picker above to compare periods and Export Report to download CSV/PDF.", "size": "small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..93522f82c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r1.txt
@@ -0,0 +1,4 @@
+E-commerce Operations Desk — single-screen view covering all 9 requested items with live metrics, filtering, and fulfillment actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"ecommerce-ops-desk-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Operations Desk"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"ecommerce-ops-desk-001","components":[{"component":"Card","id":"root","children":["header","metricsRow","volumeSection","filterSection","ordersSection","fulfillmentSection"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"E-commerce Operations Desk","subtitle":"May 18, 2026 • Live operations • All times UTC"},{"component":"Card","id":"metricsRow","children":["metricOrders","metricRevenue","metricAov","metricRefund"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"metricOrders","children":["metricOrdersTitle","metricOrdersValue","metricOrdersSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"metricRevenue","children":["metricRevenueTitle","metricRevenueValue","metricRevenueSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"metricAov","children":["metricAovTitle","metricAovValue","metricAovSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"metricRefund","children":["metricRefundTitle","metricRefundValue","metricRefundSub"],"variant":"card","gap":"xs"},{"component":"Card","id":"volumeSection","children":["volumeHeader","volumeChart","volumeCaption"],"variant":"card","gap":"m"},{"component":"Card","id":"filterSection","children":["filterHeader","filterRow"],"variant":"sunk","gap":"m"},{"component":"Card","id":"ordersSection","children":["ordersTable","tableFooter"],"variant":"card","gap":"m"},{"component":"Card","id":"fulfillmentSection","children":["fulfillHeader","fulfillForm"],"variant":"sunk","gap":"m"},{"component":"TextContent","id":"metricOrdersTitle","text":"1 — Orders Placed Today","size":"small"},{"component":"Heading","id":"metricOrdersValue","text":"147","level":"h1"},{"component":"TextContent","id":"metricOrdersSub","text":"+12% vs yesterday • 18 pending fulfillment","size":"small"},{"component":"TextContent","id":"metricRevenueTitle","text":"2 — Revenue Today","size":"small"},{"component":"Heading","id":"metricRevenueValue","text":"$18,432.50","level":"h1"},{"component":"TextContent","id":"metricRevenueSub","text":"Net revenue • Updated 2 min ago","size":"small"},{"component":"TextContent","id":"metricAovTitle","text":"3 — Average Order Value","size":"small"},{"component":"Heading","id":"metricAovValue","text":"$125.39","level":"h1"},{"component":"TextContent","id":"metricAovSub","text":"$18,432.50 ÷ 147 orders","size":"small"},{"component":"TextContent","id":"metricRefundTitle","text":"7 — Refund Rate (This Month)","size":"small"},{"component":"Heading","id":"metricRefundValue","text":"2.8%","level":"h1"},{"component":"TextContent","id":"metricRefundSub","text":"34 refunds / 1,214 orders • Target <3%","size":"small"},{"component":"CardHeader","id":"volumeHeader","title":"8 — Order Volume — Past 4 Weeks","subtitle":"Total orders per week • Trend is up +31% vs Week 1"},{"component":"LineChart","id":"volumeChart","labels":["W1 Apr 21-27","W2 Apr 28-May 4","W3 May 5-11","W4 May 12-18"],"series":["volumeSeries"],"variant":"natural","xLabel":"Week","yLabel":"Orders"},{"component":"Series","id":"volumeSeries","category":"Orders","values":[312,385,342,410]},{"component":"TextContent","id":"volumeCaption","text":"Peak this week (410 orders). Week 3 dip correlated with payment gateway maintenance.","size":"small"},{"component":"CardHeader","id":"filterHeader","title":"4 — Recent Orders","subtitle":"Items 5 & 6 — Narrow by status and search by customer name"},{"component":"Card","id":"filterRow","children":["searchControl","statusControl","filterActions"],"direction":"row","gap":"m","variant":"clear","align":"end"},{"component":"FormControl","id":"searchControl","label":"6 — Search by customer name","input":"searchInput","hint":"Type to filter table below"},{"component":"Input","id":"searchInput","name":"customerSearch","placeholder":"e.g. Alice Johnson, Marcus, Sofia...","type":"text"},{"component":"FormControl","id":"statusControl","label":"5 — Narrow by status","input":"statusSelect"},{"component":"Select","id":"statusSelect","name":"statusFilter","items":["statusAll","statusPending","statusShipped","statusFulfilled","statusRefunded","statusCancelled"],"placeholder":"All statuses"},{"component":"SelectItem","id":"statusAll","value":"all","label":"All statuses"},{"component":"SelectItem","id":"statusPending","value":"pending","label":"Pending"},{"component":"SelectItem","id":"statusShipped","value":"shipped","label":"Shipped"},{"component":"SelectItem","id":"statusFulfilled","value":"fulfilled","label":"Fulfilled"},{"component":"SelectItem","id":"statusRefunded","value":"refunded","label":"Refunded"},{"component":"SelectItem","id":"statusCancelled","value":"cancelled","label":"Cancelled"},{"component":"Buttons","id":"filterActions","buttons":["applyFilterBtn","clearFilterBtn"],"direction":"column"},{"component":"Button","id":"applyFilterBtn","label":"Apply Filters","variant":"primary"},{"component":"Button","id":"clearFilterBtn","label":"Clear","variant":"secondary"},{"component":"Table","id":"ordersTable","columns":["colId","colCustomer","colTotal","colStatus","colAction"]},{"component":"Col","id":"colId","label":"Order ID","data":["ORD-88471","ORD-88465","ORD-88460","ORD-88452","ORD-88449","ORD-88444","ORD-88439","ORD-88431"],"type":"string"},{"component":"Col","id":"colCustomer","label":"Customer","data":["Alice Johnson","Marcus Chen","Sofia Reyes","James Wilson","Priya Patel","David Kim","Emma Thompson","Liam O'Connor"],"type":"string"},{"component":"Col","id":"colTotal","label":"Total","data":["$249.00","$89.50","$412.30","$55.00","$178.95","$320.00","$67.25","$199.99"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Pending","Shipped","Pending","Fulfilled","Pending","Refunded","Shipped","Pending"],"type":"string"},{"component":"Col","id":"colAction","label":"Action","data":["Fulfill","View","Fulfill","View","Fulfill","View","View","Fulfill"],"type":"action"},{"component":"TextContent","id":"tableFooter","text":"Showing 8 most recent orders. Use filters above to narrow. Click 'Fulfill' in Action column or use the form below to mark an order fulfilled (Item 9).","size":"small"},{"component":"CardHeader","id":"fulfillHeader","title":"9 — Mark Order as Fulfilled","subtitle":"Select a pending order and confirm fulfillment • Updates status instantly"},{"component":"Form","id":"fulfillForm","name":"fulfillOrder","fields":["fulfillOrderSelectControl","fulfillNoteControl"],"buttons":"fulfillButtons"},{"component":"FormControl","id":"fulfillOrderSelectControl","label":"Order ID (Pending only)","input":"fulfillSelect"},{"component":"Select","id":"fulfillSelect","name":"orderId","items":["fOpt1","fOpt2","fOpt3","fOpt4"],"placeholder":"Choose order to fulfill"},{"component":"SelectItem","id":"fOpt1","value":"ORD-88471","label":"ORD-88471 — Alice Johnson ($249.00)"},{"component":"SelectItem","id":"fOpt2","value":"ORD-88460","label":"ORD-88460 — Sofia Reyes ($412.30)"},{"component":"SelectItem","id":"fOpt3","value":"ORD-88449","label":"ORD-88449 — Priya Patel ($178.95)"},{"component":"SelectItem","id":"fOpt4","value":"ORD-88431","label":"ORD-88431 — Liam O'Connor ($199.99)"},{"component":"FormControl","id":"fulfillNoteControl","label":"Internal note (optional)","input":"fulfillNote"},{"component":"TextArea","id":"fulfillNote","name":"note","placeholder":"e.g. Handed to carrier — tracking # added, packed by ops team","rows":2},{"component":"Buttons","id":"fulfillButtons","buttons":["fulfillBtn","cancelBtn"]},{"component":"Button","id":"fulfillBtn","label":"Mark as Fulfilled","variant":"primary"},{"component":"Button","id":"cancelBtn","label":"Cancel","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..a78998ff2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r2.txt
@@ -0,0 +1,4 @@
+Operations desk ready — all 9 items covered in one screen. Filter, search, and fulfillment are interactive.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"ecomm-ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Operations Desk"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"ecomm-ops-desk","components":[{"component":"Card","id":"root","children":["header","metricsRow","volumeCard","ordersCard","followUp"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"E-commerce Operations Desk","subtitle":"Today's performance • May 13, 2026 • Auto-refreshes every 60s"},{"component":"Card","id":"metricsRow","children":["metricOrders","metricRevenue","metricAov","metricRefund"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"metricOrders","children":["metricOrdersTitle","metricOrdersValue","metricOrdersSub"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricOrdersTitle","text":"Orders Placed Today","size":"small"},{"component":"Heading","id":"metricOrdersValue","text":"127","level":"h1"},{"component":"TextContent","id":"metricOrdersSub","text":"↑ 12% vs yesterday • 1. Orders placed today","size":"small"},{"component":"Card","id":"metricRevenue","children":["metricRevenueTitle","metricRevenueValue","metricRevenueSub"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricRevenueTitle","text":"Revenue Today","size":"small"},{"component":"Heading","id":"metricRevenueValue","text":"$18,420","level":"h1"},{"component":"TextContent","id":"metricRevenueSub","text":"↑ 8.4% vs yesterday • 2. Revenue today","size":"small"},{"component":"Card","id":"metricAov","children":["metricAovTitle","metricAovValue","metricAovSub"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricAovTitle","text":"Average Order Value","size":"small"},{"component":"Heading","id":"metricAovValue","text":"$145.04","level":"h1"},{"component":"TextContent","id":"metricAovSub","text":"$18,420 / 127 orders • 3. AOV","size":"small"},{"component":"Card","id":"metricRefund","children":["metricRefundTitle","metricRefundValue","metricRefundSub"],"variant":"card","gap":"xs"},{"component":"TextContent","id":"metricRefundTitle","text":"Refund Rate (This Month)","size":"small"},{"component":"Heading","id":"metricRefundValue","text":"2.4%","level":"h1"},{"component":"TextContent","id":"metricRefundSub","text":"18 refunds / 752 orders • 7. Refund rate","size":"small"},{"component":"Card","id":"volumeCard","children":["volumeHeader","volumeChart","volumeCaption"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"volumeHeader","title":"Order Volume — Past 4 Weeks","subtitle":"8. Order volume across the past four weeks"},{"component":"BarChart","id":"volumeChart","labels":["Week Apr 14-20","Week Apr 21-27","Week Apr 28-May 4","Week May 5-11"],"series":["volumeSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},{"component":"Series","id":"volumeSeries","category":"Orders","values":[342,412,389,456]},{"component":"TextContent","id":"volumeCaption","text":"Peak: 456 orders last week • +17.2% week-over-week","size":"small"},{"component":"Card","id":"ordersCard","children":["ordersHeader","filterRow","ordersTable","separator1","fulfillCard"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"ordersHeader","title":"Recent Orders","subtitle":"4. Recent orders with id, customer, total and status • 6 most recent"},{"component":"Card","id":"filterRow","children":["searchControl","statusControl"],"direction":"row","gap":"m","variant":"clear","align":"end"},{"component":"FormControl","id":"searchControl","label":"Search by customer name","input":"searchInput","hint":"6. Type to filter — e.g. Sarah, Marcus"},{"component":"Input","id":"searchInput","name":"customerSearch","placeholder":"Search customers...","type":"text"},{"component":"FormControl","id":"statusControl","label":"Narrow by status","input":"statusSelect","hint":"5. Filter the table below"},{"component":"Select","id":"statusSelect","name":"statusFilter","placeholder":"All statuses","items":["statusAll","statusPending","statusProcessing","statusShipped","statusFulfilled","statusCancelled"]},{"component":"SelectItem","id":"statusAll","value":"all","label":"All statuses"},{"component":"SelectItem","id":"statusPending","value":"pending","label":"Pending"},{"component":"SelectItem","id":"statusProcessing","value":"processing","label":"Processing"},{"component":"SelectItem","id":"statusShipped","value":"shipped","label":"Shipped"},{"component":"SelectItem","id":"statusFulfilled","value":"fulfilled","label":"Fulfilled"},{"component":"SelectItem","id":"statusCancelled","value":"cancelled","label":"Cancelled"},{"component":"Table","id":"ordersTable","columns":["colId","colCustomer","colTotal","colStatus","colAction"]},{"component":"Col","id":"colId","label":"Order ID","data":["#48291","#48288","#48285","#48284","#48280","#48277"],"type":"string"},{"component":"Col","id":"colCustomer","label":"Customer","data":["Sarah Chen","Marcus Johnson","Emily Rodriguez","David Park","Lisa Thompson","James Wilson"],"type":"string"},{"component":"Col","id":"colTotal","label":"Total","data":["$124.50","$89.99","$245.00","$56.75","$312.40","$78.20"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Processing","Pending","Shipped","Processing","Pending","Fulfilled"],"type":"string"},{"component":"Col","id":"colAction","label":"Action","data":["Mark Fulfilled","Mark Fulfilled","View","Mark Fulfilled","Mark Fulfilled","—"],"type":"action"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"Card","id":"fulfillCard","children":["fulfillHeader","fulfillForm","fulfillHint"],"variant":"sunk","gap":"m"},{"component":"CardHeader","id":"fulfillHeader","title":"Fulfillment Action","subtitle":"9. Mark an order as fulfilled"},{"component":"Form","id":"fulfillForm","name":"fulfillOrderForm","fields":["fulfillOrderControl"],"buttons":"fulfillButtons"},{"component":"FormControl","id":"fulfillOrderControl","label":"Select order to fulfill","input":"fulfillOrderSelect","hint":"Choose a Processing or Pending order"},{"component":"Select","id":"fulfillOrderSelect","name":"orderToFulfill","placeholder":"Select order ID","items":["fulfillOpt1","fulfillOpt2","fulfillOpt3","fulfillOpt4"]},{"component":"SelectItem","id":"fulfillOpt1","value":"48291","label":"#48291 — Sarah Chen — $124.50 (Processing)"},{"component":"SelectItem","id":"fulfillOpt2","value":"48288","label":"#48288 — Marcus Johnson — $89.99 (Pending)"},{"component":"SelectItem","id":"fulfillOpt3","value":"48284","label":"#48284 — David Park — $56.75 (Processing)"},{"component":"SelectItem","id":"fulfillOpt4","value":"48280","label":"#48280 — Lisa Thompson — $312.40 (Pending)"},{"component":"Buttons","id":"fulfillButtons","buttons":["fulfillButton"],"direction":"row"},{"component":"Button","id":"fulfillButton","label":"Mark as Fulfilled","variant":"primary"},{"component":"TextContent","id":"fulfillHint","text":"Tip: You can also click 'Mark Fulfilled' in the Action column above. Fulfilling updates status, triggers shipping notification, and deducts inventory.","size":"small"},{"component":"FollowUpBlock","id":"followUp","items":["followUp1","followUp2"]},{"component":"FollowUpItem","id":"followUp1","text":"Export today's orders to CSV"},{"component":"FollowUpItem","id":"followUp2","text":"Show refund details for this month"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..04dadc75b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r3.txt
@@ -0,0 +1,509 @@
+Your E-commerce Operations Desk is live — covering all 9 requested items in one screen.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ecommerce-ops-desk",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ecommerce-ops-desk",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "headingMain",
+          "subHeading",
+          "kpiRow",
+          "controlsCard",
+          "recentOrdersCard",
+          "analyticsRow"
+        ]
+      },
+      {
+        "id": "headingMain",
+        "component": "Heading",
+        "text": "E-commerce Operations Desk",
+        "level": "h1"
+      },
+      {
+        "id": "subHeading",
+        "component": "TextContent",
+        "text": "Today: Aug 18, 2026 • Live monitoring for orders, revenue & fulfillment",
+        "size": "small"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "kpiOrdersCard",
+          "kpiRevenueCard",
+          "kpiAovCard",
+          "kpiRefundCard"
+        ]
+      },
+      {
+        "id": "kpiOrdersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpiOrdersTitle",
+          "kpiOrdersValue",
+          "kpiOrdersSub"
+        ]
+      },
+      {
+        "id": "kpiRevenueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpiRevenueTitle",
+          "kpiRevenueValue",
+          "kpiRevenueSub"
+        ]
+      },
+      {
+        "id": "kpiAovCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpiAovTitle",
+          "kpiAovValue",
+          "kpiAovSub"
+        ]
+      },
+      {
+        "id": "kpiRefundCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "kpiRefundTitle",
+          "kpiRefundValue",
+          "kpiRefundProgress"
+        ]
+      },
+      {
+        "id": "kpiOrdersTitle",
+        "component": "TextContent",
+        "text": "Orders Placed Today — #1",
+        "size": "small"
+      },
+      {
+        "id": "kpiOrdersValue",
+        "component": "Heading",
+        "text": "147",
+        "level": "h2"
+      },
+      {
+        "id": "kpiOrdersSub",
+        "component": "TextContent",
+        "text": "↑ 12% vs yesterday • 23 pending fulfillment",
+        "size": "small"
+      },
+      {
+        "id": "kpiRevenueTitle",
+        "component": "TextContent",
+        "text": "Revenue Today — #2",
+        "size": "small"
+      },
+      {
+        "id": "kpiRevenueValue",
+        "component": "Heading",
+        "text": "$18,432.00",
+        "level": "h2"
+      },
+      {
+        "id": "kpiRevenueSub",
+        "component": "TextContent",
+        "text": "↑ 8.4% vs yesterday • Target: $20k",
+        "size": "small"
+      },
+      {
+        "id": "kpiAovTitle",
+        "component": "TextContent",
+        "text": "Average Order Value — #3",
+        "size": "small"
+      },
+      {
+        "id": "kpiAovValue",
+        "component": "Heading",
+        "text": "$125.39",
+        "level": "h2"
+      },
+      {
+        "id": "kpiAovSub",
+        "component": "TextContent",
+        "text": "Calculated: $18,432 / 147 orders",
+        "size": "small"
+      },
+      {
+        "id": "kpiRefundTitle",
+        "component": "TextContent",
+        "text": "Refund Rate This Month — #7",
+        "size": "small"
+      },
+      {
+        "id": "kpiRefundValue",
+        "component": "Heading",
+        "text": "2.8%",
+        "level": "h2"
+      },
+      {
+        "id": "kpiRefundProgress",
+        "component": "Progress",
+        "value": 2.8,
+        "label": "2.8% of 3,847 orders refunded (108 refunds) • Healthy <3%"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "controlsHeader",
+          "controlsRow"
+        ]
+      },
+      {
+        "id": "controlsHeader",
+        "component": "CardHeader",
+        "title": "Recent Orders — Filter & Search",
+        "subtitle": "Use status filter (#5) and customer search (#6) to narrow the table below"
+      },
+      {
+        "id": "controlsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "searchControl",
+          "statusControl"
+        ]
+      },
+      {
+        "id": "searchControl",
+        "component": "FormControl",
+        "label": "Search by customer name (#6)",
+        "hint": "Type to filter: e.g. Sarah, Marcus, Emily",
+        "input": "searchInput"
+      },
+      {
+        "id": "searchInput",
+        "component": "Input",
+        "name": "customerSearch",
+        "placeholder": "Search customer...",
+        "type": "text",
+        "value": ""
+      },
+      {
+        "id": "statusControl",
+        "component": "FormControl",
+        "label": "Narrow by status (#5)",
+        "hint": "Filter table by fulfillment state",
+        "input": "statusSelect"
+      },
+      {
+        "id": "statusSelect",
+        "component": "Select",
+        "name": "statusFilter",
+        "placeholder": "All statuses",
+        "items": [
+          "statusAll",
+          "statusPending",
+          "statusProcessing",
+          "statusShipped",
+          "statusFulfilled"
+        ]
+      },
+      {
+        "id": "statusAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Statuses"
+      },
+      {
+        "id": "statusPending",
+        "component": "SelectItem",
+        "value": "pending",
+        "label": "Pending"
+      },
+      {
+        "id": "statusProcessing",
+        "component": "SelectItem",
+        "value": "processing",
+        "label": "Processing"
+      },
+      {
+        "id": "statusShipped",
+        "component": "SelectItem",
+        "value": "shipped",
+        "label": "Shipped"
+      },
+      {
+        "id": "statusFulfilled",
+        "component": "SelectItem",
+        "value": "fulfilled",
+        "label": "Fulfilled"
+      },
+      {
+        "id": "recentOrdersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "recentOrdersHeader",
+          "ordersTable",
+          "fulfillHelperText",
+          "fulfillButtons"
+        ]
+      },
+      {
+        "id": "recentOrdersHeader",
+        "component": "CardHeader",
+        "title": "Recent Orders — #4",
+        "subtitle": "Showing 7 most recent orders with ID, Customer, Total and Status. Use action to mark fulfilled (#9)."
+      },
+      {
+        "id": "ordersTable",
+        "component": "Table",
+        "columns": [
+          "colId",
+          "colCustomer",
+          "colTotal",
+          "colStatus",
+          "colAction"
+        ]
+      },
+      {
+        "id": "colId",
+        "component": "Col",
+        "label": "Order ID",
+        "type": "string",
+        "data": [
+          "ORD-8821",
+          "ORD-8820",
+          "ORD-8819",
+          "ORD-8818",
+          "ORD-8817",
+          "ORD-8816",
+          "ORD-8815"
+        ]
+      },
+      {
+        "id": "colCustomer",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Sarah Chen",
+          "Marcus Johnson",
+          "Emily Rodriguez",
+          "David Kim",
+          "Jessica Lee",
+          "Alex Thompson",
+          "Priya Patel"
+        ]
+      },
+      {
+        "id": "colTotal",
+        "component": "Col",
+        "label": "Total",
+        "type": "string",
+        "data": [
+          "$342.50",
+          "$89.99",
+          "$210.00",
+          "$156.75",
+          "$445.20",
+          "$67.30",
+          "$298.00"
+        ]
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Processing",
+          "Pending",
+          "Shipped",
+          "Processing",
+          "Pending",
+          "Fulfilled",
+          "Processing"
+        ]
+      },
+      {
+        "id": "colAction",
+        "component": "Col",
+        "label": "Action",
+        "type": "action",
+        "data": [
+          "Mark Fulfilled",
+          "Mark Fulfilled",
+          "View",
+          "Mark Fulfilled",
+          "Mark Fulfilled",
+          "Fulfilled ✓",
+          "Mark Fulfilled"
+        ]
+      },
+      {
+        "id": "fulfillHelperText",
+        "component": "TextContent",
+        "text": "**#9 Mark as Fulfilled:** Click 'Mark Fulfilled' in the table Action column, or use the quick action below for the selected order (ORD-8821 - Sarah Chen).",
+        "size": "small"
+      },
+      {
+        "id": "fulfillButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "fulfillBtn",
+          "viewBtn"
+        ]
+      },
+      {
+        "id": "fulfillBtn",
+        "component": "Button",
+        "label": "✓ Mark ORD-8821 as Fulfilled",
+        "variant": "primary"
+      },
+      {
+        "id": "viewBtn",
+        "component": "Button",
+        "label": "View Order Details",
+        "variant": "secondary"
+      },
+      {
+        "id": "analyticsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "volumeCard",
+          "refundDetailCard"
+        ]
+      },
+      {
+        "id": "volumeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "volumeHeader",
+          "volumeChart"
+        ]
+      },
+      {
+        "id": "volumeHeader",
+        "component": "CardHeader",
+        "title": "Order Volume — Past 4 Weeks (#8)",
+        "subtitle": "Weekly order count • Total: 4,038 orders"
+      },
+      {
+        "id": "volumeChart",
+        "component": "BarChart",
+        "labels": [
+          "Week 1 (Jul 22-28)",
+          "Week 2 (Jul 29-Aug 4)",
+          "Week 3 (Aug 5-11)",
+          "Week 4 (Aug 12-18)"
+        ],
+        "series": [
+          "volumeSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Week",
+        "yLabel": "Orders"
+      },
+      {
+        "id": "volumeSeries",
+        "component": "Series",
+        "category": "Orders",
+        "values": [
+          892,
+          1045,
+          978,
+          1123
+        ]
+      },
+      {
+        "id": "refundDetailCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "refundDetailHeader",
+          "refundDetailText",
+          "refundAlert"
+        ]
+      },
+      {
+        "id": "refundDetailHeader",
+        "component": "CardHeader",
+        "title": "Refund Insights — This Month",
+        "subtitle": "Refund rate #7 breakdown"
+      },
+      {
+        "id": "refundDetailText",
+        "component": "TextContent",
+        "text": "• **2.8%** refund rate (108 / 3,847 orders)\n• Down 0.4% vs last month (3.2%)\n• Top reason: Wrong size (42%)\n• Avg refund value: $87.20",
+        "size": "default"
+      },
+      {
+        "id": "refundAlert",
+        "component": "Alert",
+        "title": "Within threshold",
+        "description": "Refund rate is healthy. Alert threshold is 5%.",
+        "variant": "success"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+**All 9 items covered on one screen:**
+
+1. **Orders today** → KPI card: 147
+2. **Revenue today** → KPI card: $18,432
+3. **AOV** → KPI card: $125.39 (with calculation)
+4. **Recent orders** → Table with ID, Customer, Total, Status (7 rows)
+5. **Narrow by status** → Select dropdown (All / Pending / Processing / Shipped / Fulfilled) above the table
+6. **Search by customer** → Text input with placeholder "Search customer..."
+7. **Refund rate this month** → KPI card (2.8% + progress bar) + detailed breakdown card
+8. **Order volume 4 weeks** → BarChart (892 → 1045 → 978 → 1123)
+9. **Mark fulfilled** → "Mark Fulfilled" action in table + primary button "Mark ORD-8821 as Fulfilled"
+
+Use the status filter + search to narrow the recent orders, and click any "Mark Fulfilled" to update fulfillment state.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..8b73c5932
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-orders__r4.txt
@@ -0,0 +1,5 @@
+E-commerce Operations Desk — all 9 requirements covered in one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"ecomm-ops-desk-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Ops Desk"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"ecomm-ops-desk-001","components":[{"component":"Card","id":"root","children":["heading","subtitle","kpiRow","analyticsRow","ordersCard","separator","footerText"],"direction":"column","gap":"l","variant":"clear"},{"component":"Heading","id":"heading","text":"E-Commerce Operations Desk","level":"h1"},{"component":"TextContent","id":"subtitle","text":"Monday, May 12 • Live view • All metrics refresh every 5 minutes","size":"small"},{"component":"Card","id":"kpiRow","children":["kpiOrders","kpiRevenue","kpiAov","kpiRefund"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiOrders","children":["kpiOrdersHeader","kpiOrdersTrend"],"variant":"card","gap":"xs"},{"component":"Card","id":"kpiRevenue","children":["kpiRevenueHeader","kpiRevenueTrend"],"variant":"card","gap":"xs"},{"component":"Card","id":"kpiAov","children":["kpiAovHeader","kpiAovTrend"],"variant":"card","gap":"xs"},{"component":"Card","id":"kpiRefund","children":["kpiRefundHeader","kpiRefundProgress","kpiRefundDetail"],"variant":"card","gap":"xs"},{"component":"CardHeader","id":"kpiOrdersHeader","title":"147","subtitle":"1. Orders Placed Today"},{"component":"TextContent","id":"kpiOrdersTrend","text":"▲ 12.3% vs yesterday • 18 pending fulfillment","size":"small"},{"component":"CardHeader","id":"kpiRevenueHeader","title":"$18,420.50","subtitle":"2. Revenue Today"},{"component":"TextContent","id":"kpiRevenueTrend","text":"▲ 8.7% vs yesterday • Avg $125.31 per order","size":"small"},{"component":"CardHeader","id":"kpiAovHeader","title":"$125.31","subtitle":"3. Average Order Value"},{"component":"TextContent","id":"kpiAovTrend","text":"▼ $2.14 vs yesterday • 147 orders","size":"small"},{"component":"CardHeader","id":"kpiRefundHeader","title":"2.8%","subtitle":"7. Refund Rate This Month"},{"component":"Progress","id":"kpiRefundProgress","value":2.8,"label":"2.8% refund rate"},{"component":"TextContent","id":"kpiRefundDetail","text":"31 refunds / 1,108 orders in May","size":"small"},{"component":"Card","id":"analyticsRow","children":["chartCard","refundInfoCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"chartCard","children":["chartHeader","volumeChart"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"chartHeader","title":"Order Volume — Past 4 Weeks","subtitle":"8. Total orders per week (Mon-Sun)"},{"component":"BarChart","id":"volumeChart","labels":["Apr 21-27","Apr 28-May 4","May 5-11","May 12 (WTD)"],"series":["volumeSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},{"component":"Series","id":"volumeSeries","category":"Orders","values":[892,1024,978,1147]},{"component":"Card","id":"refundInfoCard","children":["refundInfoHeader","refundInfoText","refundCallout"],"variant":"sunk","gap":"m"},{"component":"CardHeader","id":"refundInfoHeader","title":"Refund Health","subtitle":"May 1-12 • Target < 3.0%"},{"component":"TextContent","id":"refundInfoText","text":"Current 2.8% is within target. Top reason: \"Wrong size\" (42%). 3 refunds awaiting review.","size":"default"},{"component":"Callout","id":"refundCallout","variant":"success","title":"On Track","description":"Refund rate down 0.4 pts vs April (3.2%)."},{"component":"Card","id":"ordersCard","children":["ordersHeader","controlsRow","ordersTable","fulfillmentForm"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"ordersHeader","title":"Recent Orders","subtitle":"4. Latest 6 orders • Use filters and search below • 9. Mark fulfilled without leaving this screen"},{"component":"Card","id":"controlsRow","children":["searchControl","statusControl"],"direction":"row","gap":"m","variant":"clear"},{"component":"FormControl","id":"searchControl","label":"6. Search by Customer Name","input":"searchInput","hint":"Type to filter table instantly"},{"component":"Input","id":"searchInput","name":"customerSearch","placeholder":"e.g. Sarah Chen, Marcus...","type":"text"},{"component":"FormControl","id":"statusControl","label":"5. Narrow by Status","input":"statusSelect"},{"component":"Select","id":"statusSelect","name":"statusFilter","items":["statusAll","statusPending","statusProcessing","statusShipped","statusFulfilled","statusRefunded"],"placeholder":"All Statuses","value":"All Statuses"},{"component":"SelectItem","id":"statusAll","value":"all","label":"All Statuses"},{"component":"SelectItem","id":"statusPending","value":"pending","label":"Pending"},{"component":"SelectItem","id":"statusProcessing","value":"processing","label":"Processing"},{"component":"SelectItem","id":"statusShipped","value":"shipped","label":"Shipped"},{"component":"SelectItem","id":"statusFulfilled","value":"fulfilled","label":"Fulfilled"},{"component":"SelectItem","id":"statusRefunded","value":"refunded","label":"Refunded"},{"component":"Table","id":"ordersTable","columns":["colId","colCustomer","colTotal","colStatus"]},{"component":"Col","id":"colId","label":"Order ID","data":["ORD-88241","ORD-88240","ORD-88239","ORD-88238","ORD-88237","ORD-88236"],"type":"string"},{"component":"Col","id":"colCustomer","label":"Customer","data":["Sarah Chen","Marcus Johnson","Emily Rodriguez","David Kim","Priya Patel","James Wilson"],"type":"string"},{"component":"Col","id":"colTotal","label":"Total","data":["$249.00","$89.50","$412.75","$67.20","$156.00","$34.99"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["Processing","Pending","Shipped","Pending","Processing","Refunded"],"type":"string"},{"component":"Form","id":"fulfillmentForm","name":"fulfillmentForm","buttons":"fulfillmentButtons","fields":["fulfillmentControl"]},{"component":"FormControl","id":"fulfillmentControl","label":"9. Mark an Order Fulfilled","input":"fulfillmentSelect","hint":"Select a Processing/Pending order and confirm"},{"component":"Select","id":"fulfillmentSelect","name":"fulfillOrderId","items":["fulfillOpt1","fulfillOpt2","fulfillOpt3","fulfillOpt4"],"placeholder":"Select Order ID"},{"component":"SelectItem","id":"fulfillOpt1","value":"ORD-88241","label":"ORD-88241 — Sarah Chen ($249.00) — Processing"},{"component":"SelectItem","id":"fulfillOpt2","value":"ORD-88240","label":"ORD-88240 — Marcus Johnson ($89.50) — Pending"},{"component":"SelectItem","id":"fulfillOpt3","value":"ORD-88238","label":"ORD-88238 — David Kim ($67.20) — Pending"},{"component":"SelectItem","id":"fulfillOpt4","value":"ORD-88237","label":"ORD-88237 — Priya Patel ($156.00) — Processing"},{"component":"Buttons","id":"fulfillmentButtons","buttons":["fulfillBtn"],"direction":"row"},{"component":"Button","id":"fulfillBtn","label":"Mark as Fulfilled","variant":"primary"},{"component":"Separator","id":"separator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"footerText","text":"Coverage: 1✓ Orders Today • 2✓ Revenue Today • 3✓ AOV • 4✓ Recent Orders Table • 5✓ Status Filter • 6✓ Customer Search • 7✓ Refund Rate • 8✓ 4-Week Volume Chart • 9✓ Fulfillment Action","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..1f30ba55e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r1.txt
@@ -0,0 +1,610 @@
+On-call health view covering all 8 requirements — uptime, 24h CPU/Memory, live error rate, incidents with severity + acknowledge, region filter, slowest endpoints, and alert threshold.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "oncall-health-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "oncall-health-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "headerSection",
+          "kpiRow",
+          "chartsCard",
+          "bottomRow",
+          "alertCard",
+          "followUpBlock"
+        ]
+      },
+      {
+        "id": "headerSection",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "headingMain",
+          "regionFormControl"
+        ]
+      },
+      {
+        "id": "headingMain",
+        "component": "Heading",
+        "text": "Service Health — On-Call View",
+        "level": "h2"
+      },
+      {
+        "id": "regionFormControl",
+        "component": "FormControl",
+        "label": "Region filter (5)",
+        "input": "regionSelect",
+        "hint": "Narrow all metrics to one region"
+      },
+      {
+        "id": "regionSelect",
+        "component": "Select",
+        "name": "regionFilter",
+        "placeholder": "All regions",
+        "value": "all",
+        "items": [
+          "regionAll",
+          "regionUsEast",
+          "regionEuWest",
+          "regionApSouth"
+        ]
+      },
+      {
+        "id": "regionAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All regions (global)"
+      },
+      {
+        "id": "regionUsEast",
+        "component": "SelectItem",
+        "value": "us-east-1",
+        "label": "us-east-1"
+      },
+      {
+        "id": "regionEuWest",
+        "component": "SelectItem",
+        "value": "eu-west-1",
+        "label": "eu-west-1"
+      },
+      {
+        "id": "regionApSouth",
+        "component": "SelectItem",
+        "value": "ap-south-1",
+        "label": "ap-south-1"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "uptimeCard",
+          "errorCard",
+          "healthSummaryCard"
+        ]
+      },
+      {
+        "id": "uptimeCard",
+        "component": "Card",
+        "children": [
+          "uptimeHeader",
+          "uptimeProgress",
+          "uptimeText",
+          "uptimeBadge"
+        ]
+      },
+      {
+        "id": "uptimeHeader",
+        "component": "CardHeader",
+        "title": "Uptime this quarter (1)",
+        "subtitle": "Q3 2024 · Jul 1 — Today · SLO 99.9%"
+      },
+      {
+        "id": "uptimeProgress",
+        "component": "Progress",
+        "value": 99.92,
+        "label": "99.92% uptime"
+      },
+      {
+        "id": "uptimeText",
+        "component": "TextContent",
+        "text": "**99.92%** — 3m 42s downtime this quarter. 0.02% above SLO. Budget remaining: 43m",
+        "size": "small"
+      },
+      {
+        "id": "uptimeBadge",
+        "component": "Badge",
+        "text": "SLO: PASSING",
+        "variant": "secondary"
+      },
+      {
+        "id": "errorCard",
+        "component": "Card",
+        "children": [
+          "errorHeader",
+          "errorProgress",
+          "errorText",
+          "errorCallout"
+        ]
+      },
+      {
+        "id": "errorHeader",
+        "component": "CardHeader",
+        "title": "Error rate right now (3)",
+        "subtitle": "Live · last 5 min window · 12.4k req/min"
+      },
+      {
+        "id": "errorProgress",
+        "component": "Progress",
+        "value": 2.34,
+        "label": "2.34% errors"
+      },
+      {
+        "id": "errorText",
+        "component": "TextContent",
+        "text": "**2.34%** (291 errors / 12.4k requests) — threshold 1.5% exceeded",
+        "size": "small"
+      },
+      {
+        "id": "errorCallout",
+        "component": "Alert",
+        "title": "Elevated errors",
+        "description": "Error rate above alert threshold. Check incidents INC-4821 & INC-4819.",
+        "variant": "destructive"
+      },
+      {
+        "id": "healthSummaryCard",
+        "component": "Card",
+        "children": [
+          "healthSummaryHeader",
+          "healthSummaryText",
+          "healthSummaryTags"
+        ]
+      },
+      {
+        "id": "healthSummaryHeader",
+        "component": "CardHeader",
+        "title": "On-call summary",
+        "subtitle": "3 open incidents · filtered by region"
+      },
+      {
+        "id": "healthSummaryText",
+        "component": "TextContent",
+        "text": "P95 latency 612ms · Slowest endpoint /api/checkout at 842ms",
+        "size": "small"
+      },
+      {
+        "id": "healthSummaryTags",
+        "component": "TagBlock",
+        "tags": [
+          "SEV1: 1",
+          "SEV2: 1",
+          "SEV3: 1",
+          "Region: All"
+        ]
+      },
+      {
+        "id": "chartsCard",
+        "component": "Card",
+        "children": [
+          "chartsHeader",
+          "cpuMemLineChart"
+        ]
+      },
+      {
+        "id": "chartsHeader",
+        "component": "CardHeader",
+        "title": "CPU and memory usage — past 24 hours (2)",
+        "subtitle": "Avg CPU 58% · Avg Memory 69% · Peak at 12:00 UTC"
+      },
+      {
+        "id": "cpuMemLineChart",
+        "component": "LineChart",
+        "labels": [
+          "00:00",
+          "04:00",
+          "08:00",
+          "12:00",
+          "16:00",
+          "20:00",
+          "24:00"
+        ],
+        "series": [
+          "seriesCpu",
+          "seriesMemory"
+        ],
+        "variant": "natural",
+        "xLabel": "Time (UTC)",
+        "yLabel": "Utilization %"
+      },
+      {
+        "id": "seriesCpu",
+        "component": "Series",
+        "category": "CPU %",
+        "values": [
+          42,
+          55,
+          68,
+          72,
+          61,
+          58,
+          48
+        ]
+      },
+      {
+        "id": "seriesMemory",
+        "component": "Series",
+        "category": "Memory %",
+        "values": [
+          62,
+          64,
+          71,
+          78,
+          75,
+          70,
+          66
+        ]
+      },
+      {
+        "id": "bottomRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "incidentsCard",
+          "endpointsCard"
+        ]
+      },
+      {
+        "id": "incidentsCard",
+        "component": "Card",
+        "children": [
+          "incidentsHeader",
+          "incidentsTable",
+          "incidentsAckButtons"
+        ]
+      },
+      {
+        "id": "incidentsHeader",
+        "component": "CardHeader",
+        "title": "Open incidents with severity (4)",
+        "subtitle": "3 open · Acknowledge to claim (8)"
+      },
+      {
+        "id": "incidentsTable",
+        "component": "Table",
+        "columns": [
+          "colIncident",
+          "colSeverity",
+          "colRegion",
+          "colAge",
+          "colAction"
+        ]
+      },
+      {
+        "id": "colIncident",
+        "component": "Col",
+        "label": "Incident",
+        "data": [
+          "INC-4821 Checkout latency spike",
+          "INC-4819 Search 5xx errors",
+          "INC-4815 Cache eviction warning"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colSeverity",
+        "component": "Col",
+        "label": "Severity",
+        "data": [
+          "SEV1 — Critical",
+          "SEV2 — Major",
+          "SEV3 — Minor"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colRegion",
+        "component": "Col",
+        "label": "Region",
+        "data": [
+          "us-east-1",
+          "eu-west-1",
+          "ap-south-1"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAge",
+        "component": "Col",
+        "label": "Age",
+        "data": [
+          "12m",
+          "47m",
+          "2h 11m"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAction",
+        "component": "Col",
+        "label": "Action",
+        "data": [
+          "Acknowledge",
+          "Acknowledge",
+          "Acknowledge"
+        ],
+        "type": "action"
+      },
+      {
+        "id": "incidentsAckButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "ackBtnInc4821",
+          "ackBtnInc4819"
+        ]
+      },
+      {
+        "id": "ackBtnInc4821",
+        "component": "Button",
+        "label": "Acknowledge INC-4821 (SEV1)",
+        "variant": "primary"
+      },
+      {
+        "id": "ackBtnInc4819",
+        "component": "Button",
+        "label": "Acknowledge INC-4819",
+        "variant": "secondary"
+      },
+      {
+        "id": "endpointsCard",
+        "component": "Card",
+        "children": [
+          "endpointsHeader",
+          "slowestBarChart",
+          "endpointsTable"
+        ]
+      },
+      {
+        "id": "endpointsHeader",
+        "component": "CardHeader",
+        "title": "Five slowest endpoints (6)",
+        "subtitle": "P95 latency · past 1 hour · region: All"
+      },
+      {
+        "id": "slowestBarChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "/api/checkout",
+          "/api/search",
+          "/api/user/profile",
+          "/api/orders/history",
+          "/api/recommendations"
+        ],
+        "series": [
+          "seriesLatency"
+        ],
+        "variant": "grouped",
+        "xLabel": "Latency (ms)",
+        "yLabel": "Endpoint"
+      },
+      {
+        "id": "seriesLatency",
+        "component": "Series",
+        "category": "P95 ms",
+        "values": [
+          842,
+          612,
+          489,
+          423,
+          398
+        ]
+      },
+      {
+        "id": "endpointsTable",
+        "component": "Table",
+        "columns": [
+          "colEndpoint",
+          "colLatency",
+          "colCount"
+        ]
+      },
+      {
+        "id": "colEndpoint",
+        "component": "Col",
+        "label": "Endpoint",
+        "data": [
+          "/api/checkout",
+          "/api/search",
+          "/api/user/profile",
+          "/api/orders/history",
+          "/api/recommendations"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colLatency",
+        "component": "Col",
+        "label": "P95 latency",
+        "data": [
+          "842 ms",
+          "612 ms",
+          "489 ms",
+          "423 ms",
+          "398 ms"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colCount",
+        "component": "Col",
+        "label": "Requests",
+        "data": [
+          "4.2k",
+          "8.1k",
+          "3.3k",
+          "2.7k",
+          "5.9k"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "alertCard",
+        "component": "Card",
+        "variant": "sunk",
+        "children": [
+          "alertHeader",
+          "thresholdForm"
+        ]
+      },
+      {
+        "id": "alertHeader",
+        "component": "CardHeader",
+        "title": "Set alert threshold (7)",
+        "subtitle": "Configure when to page on-call"
+      },
+      {
+        "id": "thresholdForm",
+        "component": "Form",
+        "name": "alertThresholdForm",
+        "buttons": "thresholdButtons",
+        "fields": [
+          "formControlSlider",
+          "formControlMetric",
+          "formControlNotify"
+        ]
+      },
+      {
+        "id": "thresholdButtons",
+        "component": "Buttons",
+        "buttons": [
+          "saveThresholdBtn",
+          "cancelThresholdBtn"
+        ]
+      },
+      {
+        "id": "saveThresholdBtn",
+        "component": "Button",
+        "label": "Save threshold",
+        "variant": "primary"
+      },
+      {
+        "id": "cancelThresholdBtn",
+        "component": "Button",
+        "label": "Reset",
+        "variant": "secondary"
+      },
+      {
+        "id": "formControlSlider",
+        "component": "FormControl",
+        "label": "Error rate threshold %",
+        "input": "sliderThreshold",
+        "hint": "Page if error rate exceeds this for 5 min"
+      },
+      {
+        "id": "sliderThreshold",
+        "component": "Slider",
+        "name": "errorThreshold",
+        "variant": "discrete",
+        "min": 0.5,
+        "max": 5,
+        "step": 0.5,
+        "defaultValue": [
+          1.5
+        ],
+        "label": "Threshold"
+      },
+      {
+        "id": "formControlMetric",
+        "component": "FormControl",
+        "label": "Metric to watch",
+        "input": "selectMetric"
+      },
+      {
+        "id": "selectMetric",
+        "component": "Select",
+        "name": "metricType",
+        "placeholder": "Choose metric",
+        "value": "error_rate",
+        "items": [
+          "selectMetricError",
+          "selectMetricLatency",
+          "selectMetricCpu"
+        ]
+      },
+      {
+        "id": "selectMetricError",
+        "component": "SelectItem",
+        "value": "error_rate",
+        "label": "Error rate %"
+      },
+      {
+        "id": "selectMetricLatency",
+        "component": "SelectItem",
+        "value": "p95_latency",
+        "label": "P95 latency (ms)"
+      },
+      {
+        "id": "selectMetricCpu",
+        "component": "SelectItem",
+        "value": "cpu",
+        "label": "CPU utilization"
+      },
+      {
+        "id": "formControlNotify",
+        "component": "FormControl",
+        "label": "Notify channel",
+        "input": "inputNotify",
+        "hint": "Slack channel or PagerDuty service"
+      },
+      {
+        "id": "inputNotify",
+        "component": "Input",
+        "name": "notifyChannel",
+        "placeholder": "#oncall-alerts",
+        "value": "#oncall-alerts"
+      },
+      {
+        "id": "followUpBlock",
+        "component": "FollowUpBlock",
+        "items": [
+          "followUp1",
+          "followUp2"
+        ]
+      },
+      {
+        "id": "followUp1",
+        "component": "FollowUpItem",
+        "text": "Show logs for INC-4821"
+      },
+      {
+        "id": "followUp2",
+        "component": "FollowUpItem",
+        "text": "Filter to us-east-1 only"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..86cb8ebd9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r2.txt
@@ -0,0 +1,5 @@
+Single-screen on-call health view — all 8 items covered: uptime, CPU/memory 24h, live error rate, incidents by severity, region filter, slowest endpoints, threshold control, and acknowledge actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"svc-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"On-Call Health"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"svc-health-oncall","components":[{"component":"Card","id":"root","children":["header","regionCard","kpiRow","chartsRow","incidentsCard","endpointsCard","alertCard"],"gap":"l","direction":"column"},{"component":"CardHeader","id":"header","title":"Service Health — On-Call View","subtitle":"checkout-api • Last updated: just now • Auto-refresh 30s"},{"component":"Card","id":"regionCard","children":["regionLabel","regionSelect"],"direction":"row","align":"center","justify":"between","variant":"sunk"},{"component":"TextContent","id":"regionLabel","text":"**5. Region filter** — Narrow all metrics to one region:","size":"small-heavy"},{"component":"Select","id":"regionSelect","name":"region","placeholder":"Select region","items":["region-global","region-use1","region-usw2","region-euw1","region-apse1"],"value":"global"},{"component":"SelectItem","id":"region-global","component":"SelectItem","value":"global","label":"Global (all regions)"},{"component":"SelectItem","id":"region-use1","component":"SelectItem","value":"us-east-1","label":"us-east-1"},{"component":"SelectItem","id":"region-usw2","component":"SelectItem","value":"us-west-2","label":"us-west-2"},{"component":"SelectItem","id":"region-euw1","component":"SelectItem","value":"eu-west-1","label":"eu-west-1"},{"component":"SelectItem","id":"region-apse1","component":"SelectItem","value":"ap-southeast-1","label":"ap-southeast-1"},{"component":"Card","id":"kpiRow","children":["uptimeCard","errorRateCard","summaryCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"uptimeCard","children":["uptimeHeader","uptimeProgress","uptimeText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"uptimeHeader","title":"1. Uptime This Quarter","subtitle":"Q3 2026 • Jul 1 - Sep 30 • SLA 99.9%"},{"component":"Progress","id":"uptimeProgress","value":99.92,"label":"99.92% uptime"},{"component":"TextContent","id":"uptimeText","text":"43m downtime this quarter • 99.99% last 7 days • Status: ✅ Within SLA","size":"small"},{"component":"Card","id":"errorRateCard","children":["errorHeader","errorBadgeRow","errorRateCallout","errorText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"errorHeader","title":"3. Error Rate — Right Now","subtitle":"Live • 5-min rolling window"},{"component":"Card","id":"errorBadgeRow","children":["errorBadge","errorTag"],"direction":"row","gap":"s","variant":"clear"},{"component":"Badge","id":"errorBadge","text":"2.14%","variant":"destructive"},{"component":"Tag","id":"errorTag","text":"ELEVATED","variant":"danger","size":"sm"},{"component":"Callout","id":"errorRateCallout","variant":"warning","title":"Above threshold (1.5%)","description":"Error rate breached. Check checkout-api incidents below."},{"component":"TextContent","id":"errorText","text":"42.1k req / 5m • 902 errors • p95 latency 184ms • Success 97.86%","size":"small"},{"component":"Card","id":"summaryCard","children":["summaryHeader","summaryStats","summaryProgress"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"summaryHeader","title":"Open Incidents","subtitle":"4 open • 2 critical • Needs attention"},{"component":"TextContent","id":"summaryStats","text":"**SEV1:** 2 • **SEV2:** 1 • **SEV3:** 1 • Oldest: 5h 04m","size":"small"},{"component":"Progress","id":"summaryProgress","value":45,"label":"Capacity impact: 45% error budget burned"},{"component":"Card","id":"chartsRow","children":["cpuMemCard"],"variant":"clear"},{"component":"Card","id":"cpuMemCard","children":["chartHeader","cpuMemChart"],"variant":"card"},{"component":"CardHeader","id":"chartHeader","title":"2. CPU & Memory — Past 24 Hours","subtitle":"Hourly avg • Region: Global (use filter above to narrow)"},{"component":"LineChart","id":"cpuMemChart","labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["cpuSeries","memSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Utilization %"},{"component":"Series","id":"cpuSeries","category":"CPU %","values":[32,28,30,35,48,62,71,78,74,68,55,42]},{"component":"Series","id":"memSeries","category":"Memory %","values":[58,60,61,62,64,66,68,72,74,73,70,69]},{"component":"Card","id":"incidentsCard","children":["incidentsHeader","incidentsTable","ackLabel","incidentsButtons"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"incidentsHeader","title":"4. Open Incidents with Severity","subtitle":"Sorted by severity • Acknowledge to claim ownership"},{"component":"Table","id":"incidentsTable","columns":["colId","colTitle","colSeverity","colAge","colRegion"]},{"component":"Col","id":"colId","label":"ID","data":["INC-2847","INC-2849","INC-2851","INC-2853"],"type":"string"},{"component":"Col","id":"colTitle","label":"Title","data":["API latency spike — checkout","Checkout 5xx surge","Worker queue lag > 10k","DB replica lag eu-west-1"],"type":"string"},{"component":"Col","id":"colSeverity","label":"Severity","data":["SEV1","SEV1","SEV2","SEV3"],"type":"string"},{"component":"Col","id":"colAge","label":"Age","data":["18m","42m","2h 11m","5h 04m"],"type":"string"},{"component":"Col","id":"colRegion","label":"Region","data":["us-east-1","us-east-1","us-west-2","eu-west-1"],"type":"string"},{"component":"TextContent","id":"ackLabel","text":"**8. Acknowledge an incident** — Claim and silence paging:","size":"small-heavy"},{"component":"Buttons","id":"incidentsButtons","buttons":["ackBtn1","ackBtn2","ackBtn3","ackBtn4"],"direction":"row"},{"component":"Button","id":"ackBtn1","label":"Acknowledge INC-2847 (SEV1)","variant":"primary","size":"small"},{"component":"Button","id":"ackBtn2","label":"Ack INC-2849 (SEV1)","variant":"primary","size":"small"},{"component":"Button","id":"ackBtn3","label":"Ack INC-2851 (SEV2)","variant":"secondary","size":"small"},{"component":"Button","id":"ackBtn4","label":"Ack INC-2853 (SEV3)","variant":"secondary","size":"small"},{"component":"Card","id":"endpointsCard","children":["endpointsHeader","slowestChart","endpointsTable"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"endpointsHeader","title":"6. Five Slowest Endpoints","subtitle":"p95 latency (ms) • Past 1 hour • Global"},{"component":"HorizontalBarChart","id":"slowestChart","labels":["/api/checkout","/api/search","/api/user/profile","/api/cart/update","/api/recommendations"],"series":["latencySeries"],"xLabel":"p95 ms","yLabel":"Endpoint"},{"component":"Series","id":"latencySeries","category":"p95 Latency","values":[842,621,534,412,389]},{"component":"Table","id":"endpointsTable","columns":["epCol","latencyCol","countCol"]},{"component":"Col","id":"epCol","label":"Endpoint","data":["POST /api/checkout","GET /api/search","GET /api/user/profile","PUT /api/cart/update","GET /api/recommendations"],"type":"string"},{"component":"Col","id":"latencyCol","label":"p95 Latency (ms)","data":[842,621,534,412,389],"type":"number"},{"component":"Col","id":"countCol","label":"Req / min","data":[1240,3420,2100,890,1560],"type":"number"},{"component":"Card","id":"alertCard","children":["alertHeader","alertForm"],"variant":"sunk","gap":"m"},{"component":"CardHeader","id":"alertHeader","title":"7. Set Alert Threshold","subtitle":"Configure when to auto-page on-call"},{"component":"Form","id":"alertForm","name":"alertThresholdForm","fields":["thresholdControl","notifyControl"],"buttons":"alertButtons"},{"component":"FormControl","id":"thresholdControl","label":"Error rate threshold (%)","input":"thresholdSlider","hint":"Page on-call if 5-min error rate exceeds this value for 3 consecutive checks"},{"component":"Slider","id":"thresholdSlider","name":"errorThreshold","variant":"discrete","min":0,"max":5,"step":0.25,"defaultValue":[2.5],"label":"Threshold"},{"component":"FormControl","id":"notifyControl","label":"Notification channel","input":"notifySelect"},{"component":"Select","id":"notifySelect","name":"notifyChannel","items":["notify-pagerduty","notify-slack","notify-email"],"placeholder":"Select channel","value":"pagerduty"},{"component":"SelectItem","id":"notify-pagerduty","component":"SelectItem","value":"pagerduty","label":"PagerDuty — Primary on-call"},{"component":"SelectItem","id":"notify-slack","component":"SelectItem","value":"slack","label":"Slack #oncall-alerts"},{"component":"SelectItem","id":"notify-email","component":"SelectItem","value":"email","label":"Email team"},{"component":"Buttons","id":"alertButtons","buttons":["saveThresholdBtn"]},{"component":"Button","id":"saveThresholdBtn","label":"Save Threshold","variant":"primary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..8bd1b0ae7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r3.txt
@@ -0,0 +1,5 @@
+On-call service health dashboard — single-screen view covering uptime, resource usage, errors, incidents, regions, and alerting.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"oncall-health-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"On-Call Health"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"oncall-health-v1","components":[{"component":"Card","id":"root","children":["header","controlsCard","metricsRow","chartsCard","incidentsCard","endpointsCard"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"Service Health — On-Call Dashboard","subtitle":"payments-api • Quarter Q3 2026 • Last refreshed 14:32 UTC • On-call: you"},{"component":"Card","id":"controlsCard","children":["regionFilterSection","alertFormSection"],"direction":"row","gap":"m","align":"stretch","justify":"between","variant":"sunk"},{"component":"Card","id":"metricsRow","children":["uptimeCard","errorRateCard","summaryCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"chartsCard","children":["chartsHeader","cpuMemChart"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"incidentsCard","children":["incidentsHeader","incidentsTable","incidentsActions"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"endpointsCard","children":["endpointsHeader","endpointsChart","endpointsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"regionFilterSection","children":["regionFilterControl","regionHint"],"direction":"column","gap":"xs","variant":"clear"},{"component":"Card","id":"alertFormSection","children":["alertForm"],"direction":"column","gap":"xs","variant":"clear"},{"component":"Card","id":"uptimeCard","children":["uptimeTitle","uptimeProgress","uptimeText","uptimeSub"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"errorRateCard","children":["errorRateTitle","errorRateValue","errorRateBadge","errorRateHint"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"summaryCard","children":["summaryTitle","summaryValue","summaryList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"chartsHeader","title":"CPU and Memory — Past 24 Hours","subtitle":"us-east-1 • 1m avg • auto-refresh 30s"},{"component":"LineChart","id":"cpuMemChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","00:00"],"series":["cpuSeries","memSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Utilization %"},{"component":"CardHeader","id":"incidentsHeader","title":"Open Incidents","subtitle":"3 open • sorted by severity • tap Acknowledge to claim"},{"component":"Table","id":"incidentsTable","columns":["colIncId","colIncTitle","colIncSeverity","colIncRegion","colIncAge","colIncAction"]},{"component":"Buttons","id":"incidentsActions","buttons":["ackBtn1","ackBtn2","ackBtn3"],"direction":"row"},{"component":"CardHeader","id":"endpointsHeader","title":"5 Slowest Endpoints","subtitle":"p95 latency • last 15 min • sorted slowest first"},{"component":"HorizontalBarChart","id":"endpointsChart","labels":["GET /api/search","POST /api/checkout","GET /api/recommendations","GET /api/user/profile","POST /api/payment/webhook"],"series":["latencySeries"],"xLabel":"p95 latency (ms)","yLabel":"Endpoint"},{"component":"Table","id":"endpointsTable","columns":["colEndpoint","colLatency","colP95"]},{"component":"FormControl","id":"regionFilterControl","label":"Narrow to region","input":"regionSelect","hint":"Filters all charts, metrics and incidents below"},{"component":"Select","id":"regionSelect","name":"region","items":["optGlobal","optUsEast","optEuWest","optApSouth"],"placeholder":"All regions (Global)","value":"global"},{"component":"SelectItem","id":"optGlobal","value":"global","label":"🌐 All Regions — Global"},{"component":"SelectItem","id":"optUsEast","value":"us-east-1","label":"us-east-1 (N. Virginia)"},{"component":"SelectItem","id":"optEuWest","value":"eu-west-1","label":"eu-west-1 (Dublin)"},{"component":"SelectItem","id":"optApSouth","value":"ap-southeast-1","label":"ap-southeast-1 (Singapore)"},{"component":"Form","id":"alertForm","name":"alertThresholdForm","fields":["thresholdControl"],"buttons":"alertFormButtons"},{"component":"Buttons","id":"alertFormButtons","buttons":["saveThresholdBtn"],"direction":"row"},{"component":"Button","id":"saveThresholdBtn","label":"Save Threshold","variant":"primary"},{"component":"FormControl","id":"thresholdControl","label":"Error rate alert threshold","input":"thresholdSlider","hint":"Triggers PagerDuty alert when error rate exceeds threshold for 5 min"},{"component":"Slider","id":"thresholdSlider","name":"errorThreshold","variant":"discrete","min":0,"max":5,"step":0.1,"defaultValue":[1],"label":"% error rate","value":[1]},{"component":"TextContent","id":"uptimeTitle","text":"Uptime This Quarter","size":"small-heavy"},{"component":"Progress","id":"uptimeProgress","value":99.94,"label":"99.94% uptime"},{"component":"TextContent","id":"uptimeText","text":"**99.94%** • 3h 12m downtime of 2,160h SLA • Target 99.9%","size":"default"},{"component":"TextContent","id":"uptimeSub","text":"Q3 2026: Jul 1 — Sep 30 • 2 incidents counted","size":"small"},{"component":"TextContent","id":"errorRateTitle","text":"Error Rate — Right Now","size":"small-heavy"},{"component":"TextContent","id":"errorRateValue","text":"**0.87%**","size":"large-heavy"},{"component":"Badge","id":"errorRateBadge","text":"▲ Elevated • +0.42% vs 1h ago","variant":"destructive"},{"component":"TextContent","id":"errorRateHint","text":"1,243 errors / 142,891 requests (last 5 min) • Threshold: 1.0%","size":"small"},{"component":"TextContent","id":"summaryTitle","text":"On-Call Summary","size":"small-heavy"},{"component":"TextContent","id":"summaryValue","text":"3 open • 1 High • 1 Medium • 1 Low","size":"default"},{"component":"TagBlock","id":"summaryList","tags":["High: 1","Medium: 1","Low: 1","Ack'd: 0"]},{"component":"Series","id":"cpuSeries","category":"CPU %","values":[42,38,55,78,82,68,45]},{"component":"Series","id":"memSeries","category":"Memory %","values":[62,60,64,71,75,73,66]},{"component":"Col","id":"colIncId","label":"ID","data":["INC-2847","INC-2849","INC-2850"],"type":"string"},{"component":"Col","id":"colIncTitle","label":"Title","data":["Payment webhook retries failing","Elevated 5xx on /api/search","Redis replica lag"],"type":"string"},{"component":"Col","id":"colIncSeverity","label":"Severity","data":["High","Medium","Low"],"type":"string"},{"component":"Col","id":"colIncRegion","label":"Region","data":["us-east-1","eu-west-1","ap-southeast-1"],"type":"string"},{"component":"Col","id":"colIncAge","label":"Age","data":["23m","1h 12m","2h 40m"],"type":"string"},{"component":"Col","id":"colIncAction","label":"Action","data":["Acknowledge","Acknowledge","Acknowledge"],"type":"action"},{"component":"Button","id":"ackBtn1","label":"Acknowledge INC-2847 (High)","variant":"primary","type":"normal","size":"small"},{"component":"Button","id":"ackBtn2","label":"Acknowledge INC-2849","variant":"secondary","size":"small"},{"component":"Button","id":"ackBtn3","label":"Acknowledge INC-2850","variant":"secondary","size":"small"},{"component":"Series","id":"latencySeries","category":"p95 ms","values":[1240,980,860,720,690]},{"component":"Col","id":"colEndpoint","label":"Endpoint","data":["GET /api/search","POST /api/checkout","GET /api/recommendations","GET /api/user/profile","POST /api/payment/webhook"],"type":"string"},{"component":"Col","id":"colLatency","label":"p95 Latency","data":["1,240 ms","980 ms","860 ms","720 ms","690 ms"],"type":"string"},{"component":"Col","id":"colP95","label":"vs SLO (500ms)","data":["+148%"," +96%"," +72%"," +44%"," +38%"],"type":"string"},{"component":"TextContent","id":"regionHint","text":"Changing region updates uptime, error rate, CPU/memory and slowest endpoints.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..f416a05bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b3-server__r4.txt
@@ -0,0 +1,5 @@
+Single-screen on-call health view covering uptime, CPU/memory, error rate, incidents, region filter, slowest endpoints, alert threshold and acknowledge.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"On-Call Health"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"service-health-oncall","components":[{"component":"Card","id":"root","children":["header","regionFilterCard","metricsRow","chartsCard","incidentsCard","endpointsCard","alertThresholdCard","followUpBlock"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Service Health — On-Call View","subtitle":"payments-api • Last refreshed 2 min ago • Quarter: Q3 2026 (Jul 1 - Sep 30)"},{"component":"Card","id":"regionFilterCard","children":["regionFilterControl","regionHint"],"direction":"column","gap":"s","variant":"card"},{"component":"FormControl","id":"regionFilterControl","label":"Narrow to region","input":"regionSelect","hint":"Filters all metrics, charts and incidents below"},{"component":"Select","id":"regionSelect","name":"region","items":["regionOptAll","regionOptUsEast","regionOptUsWest","regionOptEu","regionOptAp"],"placeholder":"All regions","value":"all"},{"component":"SelectItem","id":"regionOptAll","value":"all","label":"All Regions (Global)"},{"component":"SelectItem","id":"regionOptUsEast","value":"us-east-1","label":"us-east-1 (N. Virginia)"},{"component":"SelectItem","id":"regionOptUsWest","value":"us-west-2","label":"us-west-2 (Oregon)"},{"component":"SelectItem","id":"regionOptEu","value":"eu-west-1","label":"eu-west-1 (Ireland)"},{"component":"SelectItem","id":"regionOptAp","value":"ap-southeast-1","label":"ap-southeast-1 (Singapore)"},{"component":"TextContent","id":"regionHint","text":"Active filter: **All Regions** — showing aggregated view. Select a region to isolate CPU/Memory, error rate and incidents.","size":"small"},{"component":"Card","id":"metricsRow","children":["uptimeCard","errorRateCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"uptimeCard","children":["uptimeHeader","uptimeProgress","uptimeText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"uptimeHeader","title":"Uptime This Quarter","subtitle":"SLO 99.95% • Q3 2026 to date"},{"component":"Progress","id":"uptimeProgress","value":99.92,"label":"99.92% uptime"},{"component":"TextContent","id":"uptimeText","text":"**99.92%** ( 2h 14m downtime ) • 0.03% under SLO • 62 days remaining in quarter. Burn rate: 1.2x","size":"small"},{"component":"Card","id":"errorRateCard","children":["errorRateHeader","errorRateHeading","errorRateCallout"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"errorRateHeader","title":"Error Rate — Right Now","subtitle":"Last 5 min window • Global"},{"component":"Heading","id":"errorRateHeading","text":"1.42%","level":"h1"},{"component":"Callout","id":"errorRateCallout","variant":"warning","title":"Elevated","description":"+0.58% vs 24h baseline (0.84%). Above alert threshold of 1.50% → warning."},{"component":"Card","id":"chartsCard","children":["chartsHeader","cpuMemoryChart"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"chartsHeader","title":"CPU and Memory Usage — Past 24 Hours","subtitle":"Aggregated • Filter by region above to isolate"},{"component":"LineChart","id":"cpuMemoryChart","labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["cpuSeries","memSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Utilization %"},{"component":"Series","id":"cpuSeries","category":"CPU %","values":[42,38,55,71,68,62,58]},{"component":"Series","id":"memSeries","category":"Memory %","values":[61,63,64,68,72,75,74]},{"component":"Card","id":"incidentsCard","children":["incidentsHeader","incidentsTable","incidentButtons"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"incidentsHeader","title":"Open Incidents (3)","subtitle":"Sorted by severity • Acknowledge to claim ownership"},{"component":"Table","id":"incidentsTable","columns":["colIncidentId","colIncidentTitle","colIncidentSeverity","colIncidentRegion","colIncidentAge","colIncidentAction"]},{"component":"Col","id":"colIncidentId","label":"ID","data":["INC-2841","INC-2843","INC-2845"],"type":"string"},{"component":"Col","id":"colIncidentTitle","label":"Title","data":["DB replication lag > 45s","API gateway 5xx spike","Cache eviction storm"],"type":"string"},{"component":"Col","id":"colIncidentSeverity","label":"Severity","data":["SEV-1","SEV-2","SEV-2"],"type":"string"},{"component":"Col","id":"colIncidentRegion","label":"Region","data":["us-east-1","eu-west-1","us-west-2"],"type":"string"},{"component":"Col","id":"colIncidentAge","label":"Open For","data":["1h 22m","34m","18m"],"type":"string"},{"component":"Col","id":"colIncidentAction","label":"Action","data":["Acknowledge","Acknowledge","Acknowledge"],"type":"action"},{"component":"Buttons","id":"incidentButtons","buttons":["btnAckInc1","btnAckInc2","btnAckInc3"],"direction":"row"},{"component":"Button","id":"btnAckInc1","label":"Acknowledge INC-2841 (SEV-1)","variant":"primary"},{"component":"Button","id":"btnAckInc2","label":"Acknowledge INC-2843","variant":"secondary"},{"component":"Button","id":"btnAckInc3","label":"Acknowledge INC-2845","variant":"secondary"},{"component":"Card","id":"endpointsCard","children":["endpointsHeader","slowestChart","slowestTable"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"endpointsHeader","title":"Five Slowest Endpoints","subtitle":"p50 latency • Past 1 hour • Global"},{"component":"HorizontalBarChart","id":"slowestChart","labels":["POST /checkout","GET /search","POST /payment/authorize","GET /recommendations","GET /user/profile"],"series":["slowestSeries"],"xLabel":"Latency (ms)","yLabel":"Endpoint"},{"component":"Series","id":"slowestSeries","category":"p50 Latency","values":[1240,980,860,740,690]},{"component":"Table","id":"slowestTable","columns":["colEndpoint","colLatency","colP95"]},{"component":"Col","id":"colEndpoint","label":"Endpoint","data":["POST /api/v1/checkout","GET /api/v1/search","POST /api/v1/payment/authorize","GET /api/v1/recommendations","GET /api/v1/user/profile"],"type":"string"},{"component":"Col","id":"colLatency","label":"p50 (ms)","data":[1240,980,860,740,690],"type":"number"},{"component":"Col","id":"colP95","label":"p95 (ms)","data":[2100,1650,1420,1180,1050],"type":"number"},{"component":"Card","id":"alertThresholdCard","children":["alertThresholdHeader","alertForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"alertThresholdHeader","title":"Set Alert Threshold","subtitle":"Configure error-rate alert for this service"},{"component":"Form","id":"alertForm","name":"alertThresholdForm","buttons":"alertFormButtons","fields":["thresholdControl","notifyControl"]},{"component":"Buttons","id":"alertFormButtons","buttons":["btnSaveThreshold"],"direction":"row"},{"component":"Button","id":"btnSaveThreshold","label":"Save Threshold","variant":"primary"},{"component":"FormControl","id":"thresholdControl","label":"Error rate threshold (%)","input":"thresholdSlider","hint":"Alert fires when 5-min error rate exceeds this value"},{"component":"Slider","id":"thresholdSlider","name":"errorThreshold","variant":"discrete","min":0.5,"max":5,"step":0.1,"defaultValue":[1.5],"label":"Threshold"},{"component":"FormControl","id":"notifyControl","label":"Notify channel","input":"notifySelect"},{"component":"Select","id":"notifySelect","name":"notifyChannel","items":["notifyEmail","notifySlack","notifyPager"],"placeholder":"Select channel","value":"pagerduty"},{"component":"SelectItem","id":"notifyEmail","value":"email","label":"Email"},{"component":"SelectItem","id":"notifySlack","value":"slack","label":"Slack #oncall-payments"},{"component":"SelectItem","id":"notifyPager","value":"pagerduty","label":"PagerDuty - Payments On-Call"},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUp1","followUp2"]},{"component":"FollowUpItem","id":"followUp1","text":"Show logs for INC-2841"},{"component":"FollowUpItem","id":"followUp2","text":"Set region to us-east-1 and refresh"}]}} </a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..c414cbae8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r1.txt
@@ -0,0 +1,5 @@
+Airline Hub Operations Desk — single-screen view covering all 12 required items for DFW (switchable hub).
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hub-ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F2A44","agentDisplayName":"Hub Operations"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"hub-ops-desk","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","alertRiskRow","flightsSection","bottomRow","followUp"],"direction":"column","gap":"m"},{"component":"Card","id":"headerCard","children":["headingMain","hubControl"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"component":"Heading","id":"headingMain","text":"Hub Operations Desk — DFW International","level":"h1"},{"component":"Card","id":"hubControl","children":["hubLabel","hubSelect","hubViewBtn"],"variant":"clear","direction":"row","gap":"s","align":"center"},{"component":"TextContent","id":"hubLabel","text":"**10. Select Hub:**","size":"small"},{"component":"Select","id":"hubSelect","name":"hubSelector","items":["hubSelectItemDFW","hubSelectItemATL","hubSelectItemORD","hubSelectItemDEN","hubSelectItemLAX"],"placeholder":"DFW - Dallas/Fort Worth","value":"DFW"},{"component":"SelectItem","id":"hubSelectItemDFW","value":"DFW","label":"DFW - Dallas/Fort Worth"},{"component":"SelectItem","id":"hubSelectItemATL","value":"ATL","label":"ATL - Atlanta"},{"component":"SelectItem","id":"hubSelectItemORD","value":"ORD","label":"ORD - Chicago O'Hare"},{"component":"SelectItem","id":"hubSelectItemDEN","value":"DEN","label":"DEN - Denver"},{"component":"SelectItem","id":"hubSelectItemLAX","value":"LAX","label":"LAX - Los Angeles"},{"component":"Button","id":"hubViewBtn","label":"View Hub","variant":"primary","size":"small"},{"component":"Card","id":"kpiRow","children":["otpCard","loadCard","turnaroundCard","cancellationsCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"otpCard","children":["otpHeader","otpValue","otpProgress","otpDetail"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"otpHeader","title":"1. On-Time Performance Today","subtitle":"DFW • 151 flights operated"},{"component":"TextContent","id":"otpValue","text":"84.2% On-Time","size":"large-heavy"},{"component":"Progress","id":"otpProgress","value":84.2,"label":"84.2% on-time (127 / 151)"},{"component":"TextContent","id":"otpDetail","text":"136 on-time/early • 12 delayed • 3 cancelled • OTP target 80% ✓","size":"small"},{"component":"Card","id":"loadCard","children":["loadHeader","loadValue","loadProgress","loadDetail"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"loadHeader","title":"7. Avg Passenger Load Today","subtitle":"Load factor across all departures"},{"component":"TextContent","id":"loadValue","text":"87%  •  142 pax/flight","size":"large-heavy"},{"component":"Progress","id":"loadProgress","value":87,"label":"87% average load factor"},{"component":"TextContent","id":"loadDetail","text":"163 avg seats • Peak: AA2142 DFW-JFK 98% (159/162) • Lowest: UA441 41%","size":"small"},{"component":"Card","id":"turnaroundCard","children":["turnaroundHeader","turnaroundValue","turnaroundProgress","turnaroundDetail"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"turnaroundHeader","title":"12. Avg Turnaround Time","subtitle":"Gate arrival to departure"},{"component":"TextContent","id":"turnaroundValue","text":"42 min avg","size":"large-heavy"},{"component":"Progress","id":"turnaroundProgress","value":70,"label":"70% within 35 min target"},{"component":"TextContent","id":"turnaroundDetail","text":"Target 35 min • +7 min vs target • Best: Gate A12 31 min • Worst: Gate B6 58 min","size":"small"},{"component":"Card","id":"cancellationsCard","children":["cancellationsHeader","cancellationsValue","cancellationsDetail","cancellationsBadges"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"cancellationsHeader","title":"11. Cancellations Today","subtitle":"3 flights • 412 passengers"},{"component":"TextContent","id":"cancellationsValue","text":"3 Cancelled","size":"large-heavy"},{"component":"TextContent","id":"cancellationsDetail","text":"AA1847 DFW-ORD, DL2091 DFW-ATL, UA441 DFW-IAH","size":"small"},{"component":"Card","id":"cancellationsBadges","children":["badgeWeather","badgeMech"],"variant":"clear","direction":"row","gap":"xs"},{"component":"Badge","id":"badgeWeather","text":"2 Weather","variant":"secondary"},{"component":"Badge","id":"badgeMech","text":"1 Mechanical","variant":"destructive"},{"component":"Card","id":"alertRiskRow","children":["weatherCard","riskCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"weatherCard","children":["weatherHeader","weatherAlert1","weatherAlert2","weatherAlert3"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"weatherHeader","title":"6. Weather Advisories at Hub (DFW)","subtitle":"METAR 18:00Z • Updated 13:45 CT"},{"component":"Alert","id":"weatherAlert1","title":"Thunderstorm Watch until 18:00 CT","description":"TSRA expected 14:00-17:00. Ground stop risk 30%. Crosswinds 22G32kts Rwy 17L/35R. De-icing not required.","variant":"warning"},{"component":"Alert","id":"weatherAlert2","title":"Heat Advisory — Ramp Restrictions","description":"38°C (100°F). Hydration protocol active. Max tarmac time 90 min. GPU cooling required for turns >45 min.","variant":"info"},{"component":"Alert","id":"weatherAlert3","title":"Visibility Good — No Ceiling","description":"10SM FEW040 SCT250 38/22 A2992. No low ceiling expected. Normal ops for next 6 hrs after storm window.","variant":"default"},{"component":"Card","id":"riskCard","children":["riskHeader","riskList","riskCallout","rebookRiskBtn"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"riskHeader","title":"8. Connections at Risk","subtitle":"9 connections < 40 min MCT • 67 passengers"},{"component":"ListBlock","id":"riskList","items":["riskItem1","riskItem2","riskItem3","riskItem4"],"variant":"number"},{"component":"ListItem","id":"riskItem1","title":"AA241 DFW-LAX → AA1847 LAX-HNL","subtitle":"23 min connect • Gate A23 → B12 • 18 pax • INBOUND DELAYED 84m"},{"component":"ListItem","id":"riskItem2","title":"UA882 DFW-SFO → UA1442 SFO-NRT","subtitle":"31 min connect • Gate B6 → B6 • 12 pax • tight intl"},{"component":"ListItem","id":"riskItem3","title":"DL1180 DFW-DTW → DL412 DTW-AMS","subtitle":"28 min connect • Gate B12 → C7 • 22 pax • customs risk"},{"component":"ListItem","id":"riskItem4","title":"AA998 DFW-PHX → AA602 PHX-LAX","subtitle":"35 min connect • Gate A11 → A9 • 15 pax • last flight of day"},{"component":"TextCallout","id":"riskCallout","variant":"warning","title":"Action Required","description":"3 intl connections will misconnect if AA241 not recovered. Recommend rebook now."},{"component":"Button","id":"rebookRiskBtn","label":"9. Rebook At-Risk Connections (67 pax)","variant":"primary"},{"component":"Card","id":"flightsSection","children":["flightsHeader","delayedCallout","flightsTable","gateChangesWrapper"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"flightsHeader","title":"2. Today's Flights — All Flights","subtitle":"Number • Route • Gate • Status • 151 total • Live 14:02 CT"},{"component":"Callout","id":"delayedCallout","variant":"warning","title":"3. Delayed Flights Called Out: 12 Delayed","description":"Longest: AA241 DFW-LAX 84 min (crew) • UA882 DFW-SFO 62 min (weather) • DL1180 DFW-DTW 35 min (late inbound). Delayed rows highlighted in table below."},{"component":"Table","id":"flightsTable","columns":["colFlight","colRoute","colGate","colSched","colStatus"]},{"component":"Col","id":"colFlight","label":"Flight","data":["AA241","UA882","DL1180","AA1203","AA1847","DL2091","UA441","SW4521","AA2142","AA998"],"type":"string"},{"component":"Col","id":"colRoute","label":"Route","data":["DFW → LAX","DFW → SFO","DFW → DTW","DFW → MIA","DFW → ORD","DFW → ATL","DFW → IAH","DFW → DEN","DFW → JFK","DFW → PHX"],"type":"string"},{"component":"Col","id":"colGate","label":"Gate","data":["A23*","B6*","B12*","B8","B12 (CXLD)","C7 (CXLD)","D4 (CXLD)","C22","A12","A11*"],"type":"string"},{"component":"Col","id":"colSched","label":"Scheduled","data":["08:15","11:20","15:30","12:45","09:30","10:05","16:10","13:10","14:00","17:45"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["DELAYED 84m","DELAYED 62m","DELAYED 35m","On Time","CANCELLED","CANCELLED","CANCELLED","Boarding","On Time","On Time"],"type":"string"},{"component":"Card","id":"gateChangesWrapper","children":["gateChangesHeader","gateChangesTable"],"variant":"sunk","gap":"s"},{"component":"CardHeader","id":"gateChangesHeader","title":"4. Recent Gate Changes","subtitle":"Last 60 minutes • 4 changes"},{"component":"Table","id":"gateChangesTable","columns":["colGCFlight","colGCOldNew","colGCTime","colGCReason"]},{"component":"Col","id":"colGCFlight","label":"Flight","data":["AA241 DFW-LAX","UA882 DFW-SFO","DL1180 DFW-DTW","AA998 DFW-PHX"],"type":"string"},{"component":"Col","id":"colGCOldNew","label":"Old → New","data":["A21 → A23","A14 → B6","B15 → B12","A9 → A11"],"type":"string"},{"component":"Col","id":"colGCTime","label":"Changed","data":["13:42 CT","12:55 CT","11:20 CT","10:05 CT"],"type":"string"},{"component":"Col","id":"colGCReason","label":"Reason","data":["Crew delay / aircraft swap","Weather / runway change","Equipment swap","Operational"],"type":"string"},{"component":"Card","id":"bottomRow","children":["crewCard","rebookCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"crewCard","children":["crewHeader","crewTable","crewButtons"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"crewHeader","title":"5. Crews Available for Reassignment","subtitle":"8 crews on standby • 3 reserve • 5 hot spare"},{"component":"Table","id":"crewTable","columns":["colCrewId","colCrewBase","colCrewQual","colCrewDuty","colCrewStatus"]},{"component":"Col","id":"colCrewId","label":"Crew ID","data":["CRW-DFW-07","CRW-DFW-12","CRW-DFW-19","CRW-DFW-03","CRW-DFW-22"],"type":"string"},{"component":"Col","id":"colCrewBase","label":"Base","data":["DFW","DFW","DFW","DFW","DFW"],"type":"string"},{"component":"Col","id":"colCrewQual","label":"Qualified","data":["B737 / A320","B737","A320 / B787","B737","A320"],"type":"string"},{"component":"Col","id":"colCrewDuty","label":"Duty Remaining","data":["7h 20m","9h 05m","6h 45m","8h 10m","5h 30m"],"type":"string"},{"component":"Col","id":"colCrewStatus","label":"Status","data":["Available","Available","Reserve","Hot Spare","Available"],"type":"string"},{"component":"Buttons","id":"crewButtons","buttons":["crewAssignBtn","crewRosterBtn"],"direction":"row"},{"component":"Button","id":"crewAssignBtn","label":"Assign Crew to AA241","variant":"primary"},{"component":"Button","id":"crewRosterBtn","label":"View Full Roster","variant":"secondary"},{"component":"Card","id":"rebookCard","children":["rebookHeader","rebookText","rebookButtons","rebookInfo"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"rebookHeader","title":"9. Rebook Affected Passengers","subtitle":"421 pax impacted • 12 delayed + 3 cancelled + 9 at-risk connections"},{"component":"TextContent","id":"rebookText","text":"Auto-rebook engine has found alternatives for 389 passengers. 32 require manual handling (intl, unaccompanied minors, special assistance).","size":"default"},{"component":"Buttons","id":"rebookButtons","buttons":["rebookAllBtn","rebookConnBtn","rebookCancelBtn"],"direction":"row"},{"component":"Button","id":"rebookAllBtn","label":"Rebook All 421 Pax","variant":"primary"},{"component":"Button","id":"rebookConnBtn","label":"Rebook Connections Only","variant":"secondary"},{"component":"Button","id":"rebookCancelBtn","label":"Rebook Cancelled (412)","variant":"secondary"},{"component":"TextCallout","id":"rebookInfo","variant":"info","title":"Rebook Ready","description":"Next available: AA1848 DFW-ORD 15:30 (42 seats), DL2093 DFW-ATL 16:10 (28 seats). One-click rebook will notify passengers via SMS/app."},{"component":"FollowUpBlock","id":"followUp","items":["followUp1","followUp2","followUp3"]},{"component":"FollowUpItem","id":"followUp1","text":"Show only delayed and cancelled flights"},{"component":"FollowUpItem","id":"followUp2","text":"Switch hub to ATL and refresh board"},{"component":"FollowUpItem","id":"followUp3","text":"Assign reserve crew to longest delay"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..ba3d69c85
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r2.txt
@@ -0,0 +1,4 @@
+Hub Operations Desk — single-screen view covering on-time, loads, turnaround, cancellations, flights, delays, gates, crews, connections, weather and rebooking.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hub-ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C81","agentDisplayName":"Hub Operations"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"hub-ops-desk","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","hubSelectControl","kpiRow","weatherCard","flightsCard","delayedCard","gateChangesCard","crewConnectionsRow","rebookCard"]},{"id":"header","component":"CardHeader","title":"Airline Hub Operations Desk","subtitle":"Live airside view — Today • All times local"},{"id":"hubSelectControl","component":"FormControl","label":"Active Hub (10) - Switch Hub","input":"hubSelect","hint":"Change hub to reload all metrics for that station"},{"id":"hubSelect","component":"Select","name":"hub","placeholder":"Select hub","items":["hubATL","hubDFW","hubORD","hubDEN","hubLAX"],"value":"ATL"},{"id":"hubATL","component":"SelectItem","value":"ATL","label":"ATL • Hartsfield-Jackson Atlanta"},{"id":"hubDFW","component":"SelectItem","value":"DFW","label":"DFW • Dallas/Fort Worth"},{"id":"hubORD","component":"SelectItem","value":"ORD","label":"ORD • Chicago O'Hare"},{"id":"hubDEN","component":"SelectItem","value":"DEN","label":"DEN • Denver International"},{"id":"hubLAX","component":"SelectItem","value":"LAX","label":"LAX • Los Angeles"},{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["kpiOTP","kpiLoad","kpiCancel","kpiTurnaround"]},{"id":"kpiOTP","component":"Card","variant":"card","direction":"column","gap":"s","children":["kpiOTPTitle","kpiOTPProgress","kpiOTPSub"]},{"id":"kpiOTPTitle","component":"TextContent","text":"**1. On-Time Performance Today**","size":"small-heavy"},{"id":"kpiOTPProgress","component":"Progress","value":82.4,"label":"82.4% On-Time (127 of 154 flights)"},{"id":"kpiOTPSub","component":"TextContent","text":"Target 85% • -2.6% vs yesterday • 18 delayed, 3 cancelled","size":"small"},{"id":"kpiLoad","component":"Card","variant":"card","direction":"column","gap":"s","children":["kpiLoadTitle","kpiLoadProgress","kpiLoadSub"]},{"id":"kpiLoadTitle","component":"TextContent","text":"**7. Avg. Passenger Load Today**","size":"small-heavy"},{"id":"kpiLoadProgress","component":"Progress","value":86,"label":"86% Load Factor"},{"id":"kpiLoadSub","component":"TextContent","text":"18,420 pax / 21,418 seats • Peak 94% on 14:00 bank","size":"small"},{"id":"kpiCancel","component":"Card","variant":"card","direction":"column","gap":"s","children":["kpiCancelTitle","kpiCancelValue","kpiCancelSub"]},{"id":"kpiCancelTitle","component":"TextContent","text":"**11. Cancellations Today**","size":"small-heavy"},{"id":"kpiCancelValue","component":"Heading","text":"3 flights","level":"h2"},{"id":"kpiCancelSub","component":"TextContent","text":"AA1847 • DL2231 • UA409 — 412 pax affected • Rebook in progress","size":"small"},{"id":"kpiTurnaround","component":"Card","variant":"card","direction":"column","gap":"s","children":["kpiTurnaroundTitle","kpiTurnaroundValue","kpiTurnaroundSub"]},{"id":"kpiTurnaroundTitle","component":"TextContent","text":"**12. Avg. Turnaround Time**","size":"small-heavy"},{"id":"kpiTurnaroundValue","component":"Heading","text":"42 min","level":"h2"},{"id":"kpiTurnaroundSub","component":"TextContent","text":"Target 38 min • +4 min due to weather • Longest: B22 (58 min)","size":"small"},{"id":"weatherCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["weatherHeader","weatherAlertTS","weatherAlertWind","weatherAlertDeice"]},{"id":"weatherHeader","component":"CardHeader","title":"6. Weather Advisories at Hub — ATL","subtitle":"Updated 14:42L • Next TAF 15:00L"},{"id":"weatherAlertTS","component":"Alert","variant":"warning","title":"Thunderstorm Advisory (TSRA)","description":"CBs within 10nm west 15:00-18:00L. Ramp closure risk HIGH. Lightning hold procedure in effect."},{"id":"weatherAlertWind","component":"Alert","variant":"destructive","title":"Wind Shear Alert — Runway 08L/26R","description":"LLWS 15kt gain reported 13:50L. Arrivals favor 09R. Ground delays expected 30-45 min."},{"id":"weatherAlertDeice","component":"TextCallout","variant":"info","title":"Visibility 3SM • Temp 28°C / 82°F","description":"No de-icing required. Crosswinds 18G26kt — monitor regional jets."},{"id":"flightsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["flightsHeader","flightsTable"]},{"id":"flightsHeader","component":"CardHeader","title":"2. All Flights Today — ATL Hub","subtitle":"154 scheduled • 8 shown — sorted by departure time"},{"id":"flightsTable","component":"Table","columns":["colFlight","colRoute","colGate","colStatus"]},{"id":"colFlight","component":"Col","label":"Flight #","data":["AA1245","DL2231","UA409","WN1882","DL1470","AA1847","BA112","DL982"],"type":"string"},{"id":"colRoute","component":"Col","label":"Route","data":["ATL → DFW","ATL → LGA","ATL → ORD","ATL → DEN","ATL → MIA","ATL → PHX","ATL → LHR","ATL → DTW"],"type":"string"},{"id":"colGate","component":"Col","label":"Gate","data":["A12","B22 → B18","C07","A04","B18","A09","E14","B07"],"type":"string"},{"id":"colStatus","component":"Col","label":"Status","data":["On Time 14:15","Delayed 14:40 (+55)","Cancelled","On Time 15:05","Delayed 15:20 (+35)","Cancelled","Boarding 15:10","On Time 15:45"],"type":"string"},{"id":"delayedCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["delayedHeader","delayedCallout1","delayedCallout2","delayedCallout3"]},{"id":"delayedHeader","component":"CardHeader","title":"3. Delayed Flights — Called Out","subtitle":"18 delayed • 3 highlighted requiring action"},{"id":"delayedCallout1","component":"Callout","variant":"warning","title":"DL2231 • ATL→LGA • Gate B22 → B18","description":"Delayed 55 min — Late inbound aircraft. 22 connections at risk. Next update 15:00."},{"id":"delayedCallout2","component":"Callout","variant":"error","title":"DL1470 • ATL→MIA • Gate B18","description":"Delayed 35 min — Crew legality. Standby crew assigned (see crews). ETD 15:20."},{"id":"delayedCallout3","component":"Callout","variant":"info","title":"AA1245 • ATL→DFW • Gate A12","description":"Delayed 20 min — ATC ground stop due to TSRA. Holding at gate, pushback pending."},{"id":"gateChangesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["gateChangesHeader","gateChangesTable"]},{"id":"gateChangesHeader","component":"CardHeader","title":"4. Recent Gate Changes","subtitle":"Last 60 minutes • 4 changes"},{"id":"gateChangesTable","component":"Table","columns":["gColTime","gColFlight","gColRoute","gColOld","gColNew"]},{"id":"gColTime","component":"Col","label":"Time","data":["14:38","14:21","13:55","13:42"],"type":"string"},{"id":"gColFlight","component":"Col","label":"Flight","data":["DL2231","DL1470","WN1882","BA112"],"type":"string"},{"id":"gColRoute","component":"Col","label":"Route","data":["ATL→LGA","ATL→MIA","ATL→DEN","ATL→LHR"],"type":"string"},{"id":"gColOld","component":"Col","label":"From","data":["B22","B14","A04","E12"],"type":"string"},{"id":"gColNew","component":"Col","label":"To","data":["B18","B18","A04*","E14"],"type":"string"},{"id":"crewConnectionsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["crewCard","connectionsCard"]},{"id":"crewCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["crewHeader","crewTable"]},{"id":"crewHeader","component":"CardHeader","title":"5. Crews Available for Reassignment","subtitle":"5 standby crews • FAA duty limits checked"},{"id":"crewTable","component":"Table","columns":["crewColCrew","crewColRole","crewColStatus","crewColDuty"]},{"id":"crewColCrew","component":"Col","label":"Crew","data":["Crew ATL-S1","Crew ATL-S2","Crew ATL-S3","Crew ATL-R1","Crew ATL-R2"],"type":"string"},{"id":"crewColRole","component":"Col","label":"Role / Aircraft","data":["A320 CA+FO","B737 CA+FO","A320 CA+FO+2FA","B757 CA+FO","CRJ900 CA+FO"],"type":"string"},{"id":"crewColStatus","component":"Col","label":"Status","data":["Available Now","Available 15:30","Available Now","On Call","Available Now"],"type":"string"},{"id":"crewColDuty","component":"Col","label":"Duty Remaining","data":["6h 20m","8h 10m","4h 45m","9h 00m","7h 15m"],"type":"string"},{"id":"connectionsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["connHeader","connTable"]},{"id":"connHeader","component":"CardHeader","title":"8. Connections at Risk of Being Missed","subtitle":"9 at-risk • MCT 35 min • Auto-flagged < 45 min connect"},{"id":"connTable","component":"Table","columns":["connColPax","connColInbound","connColOutbound","connColRisk"]},{"id":"connColPax","component":"Col","label":"Pax / Conn.","data":["22 pax DL2231→DL410","14 pax AA1245→AA302","8 pax DL1470→AF356","5 pax WN1882→WN412"],"type":"string"},{"id":"connColInbound","component":"Col","label":"Inbound","data":["DL2231 14:40 B18","AA1245 14:35 A12","DL1470 15:20 B18","WN1882 15:05 A04"],"type":"string"},{"id":"connColOutbound","component":"Col","label":"Outbound","data":["DL410 to BOS 15:10 B09","AA302 to LAX 15:00 A22","AF356 to CDG 16:05 E14","WN412 to PHX 15:40 A07"],"type":"string"},{"id":"connColRisk","component":"Col","label":"Risk","data":["CRITICAL 30m","HIGH 25m","HIGH 45m","MEDIUM 35m"],"type":"string"},{"id":"rebookCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["rebookHeader","rebookForm"]},{"id":"rebookHeader","component":"CardHeader","title":"9. Rebook Affected Passengers","subtitle":"Rebook cancellations, delays & missed connections — auto-finds alternatives"},{"id":"rebookForm","component":"Form","name":"rebookForm","buttons":"rebookButtons","fields":["rebookPaxControl","rebookFlightControl","rebookReasonControl"]},{"id":"rebookPaxControl","component":"FormControl","label":"Passenger(s) / PNR","input":"rebookPaxInput","hint":"e.g., 22 pax from DL2231 or PNR: ABC123"},{"id":"rebookPaxInput","component":"Input","name":"pax","placeholder":"Enter PNR, ticket numbers, or select connection above"},{"id":"rebookFlightControl","component":"FormControl","label":"Affected Flight","input":"rebookFlightSelect"},{"id":"rebookFlightSelect","component":"Select","name":"affectedFlight","placeholder":"Select delayed/cancelled flight","items":["rfDL2231","rfUA409","rfAA1847","rfDL1470"]},{"id":"rfDL2231","component":"SelectItem","value":"DL2231","label":"DL2231 ATL→LGA Delayed (+55)"},{"id":"rfUA409","component":"SelectItem","value":"UA409","label":"UA409 ATL→ORD Cancelled"},{"id":"rfAA1847","component":"SelectItem","value":"AA1847","label":"AA1847 ATL→PHX Cancelled"},{"id":"rfDL1470","component":"SelectItem","value":"DL1470","label":"DL1470 ATL→MIA Delayed (+35)"},{"id":"rebookReasonControl","component":"FormControl","label":"Rebook Action / Notes","input":"rebookReasonInput"},{"id":"rebookReasonInput","component":"TextArea","name":"notes","placeholder":"Auto-protection: DL2231→DL410 BOS pax → DL412 17:10 B09. Or type manual request...","rows":2},{"id":"rebookButtons","component":"Buttons","buttons":["rebookBtn","rebookBtnSecondary"],"direction":"row"},{"id":"rebookBtn","component":"Button","label":"Find & Rebook Alternatives","variant":"primary"},{"id":"rebookBtnSecondary","component":"Button","label":"Hold & Notify Passengers","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..b8b58d6df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r3.txt
@@ -0,0 +1,5 @@
+Hub Operations Desk — ORD live view. All 12 items in one screen with rebooking and hub switching.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hub-ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C81","agentDisplayName":"Hub Operations Desk"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"hub-ops-desk","components":[{"id":"root","component":"Card","children":["header","hubSelectorCard","kpiRow","weatherCard","mainTabs","actionBar"],"variant":"clear","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Airline Hub Operations Desk — ORD","subtitle":"Tuesday 13 May • 11:24 CDT • Chicago O'Hare • All times local"},{"id":"hubSelectorCard","component":"Card","children":["hubFormControl"],"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},{"id":"hubFormControl","component":"FormControl","label":"Viewing Hub (10)","input":"hubSelect","hint":"Switch hub to load its flights, gates and weather"},{"id":"hubSelect","component":"Select","name":"hub","items":["hubItemORD","hubItemDFW","hubItemATL","hubItemJFK","hubItemDEN"],"value":"ORD","placeholder":"Select hub"},{"id":"hubItemORD","component":"SelectItem","value":"ORD","label":"ORD — Chicago O'Hare (Current)"},{"id":"hubItemDFW","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},{"id":"hubItemATL","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},{"id":"hubItemJFK","component":"SelectItem","value":"JFK","label":"JFK — New York Kennedy"},{"id":"hubItemDEN","component":"SelectItem","value":"DEN","label":"DEN — Denver"},{"id":"kpiRow","component":"Card","children":["kpiOTP","kpiLoad","kpiTurn","kpiCancel"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"id":"kpiOTP","component":"Card","children":["kpiOTPHeading","kpiOTPProgress","kpiOTPText"],"variant":"card","direction":"column","gap":"xs"},{"id":"kpiLoad","component":"Card","children":["kpiLoadHeading","kpiLoadProgress","kpiLoadText"],"variant":"card","direction":"column","gap":"xs"},{"id":"kpiTurn","component":"Card","children":["kpiTurnHeading","kpiTurnText","kpiTurnSub"],"variant":"card","direction":"column","gap":"xs"},{"id":"kpiCancel","component":"Card","children":["kpiCancelHeading","kpiCancelBadge","kpiCancelText"],"variant":"card","direction":"column","gap":"xs"},{"id":"kpiOTPHeading","component":"TextContent","text":"**1. On-Time Performance Today**","size":"small-heavy"},{"id":"kpiOTPProgress","component":"Progress","value":78,"label":"78% on-time (142 / 182 flights)"},{"id":"kpiOTPText","component":"TextContent","text":"12 delayed • 2 cancelled • 28 within 15 min","size":"small"},{"id":"kpiLoadHeading","component":"TextContent","text":"**7. Avg. Passenger Load Today**","size":"small-heavy"},{"id":"kpiLoadProgress","component":"Progress","value":84,"label":"84% load factor"},{"id":"kpiLoadText","component":"TextContent","text":"~15,840 pax on 182 flights • 87 seats avg","size":"small"},{"id":"kpiTurnHeading","component":"TextContent","text":"**12. Avg. Turnaround Time**","size":"small-heavy"},{"id":"kpiTurnText","component":"TextContent","text":"**42 min**","size":"large-heavy"},{"id":"kpiTurnSub","component":"TextContent","text":"Target 35m • +7m vs target • Longest: UA310 (62m)","size":"small"},{"id":"kpiCancelHeading","component":"TextContent","text":"**11. Cancellations Today**","size":"small-heavy"},{"id":"kpiCancelBadge","component":"Badge","text":"2 CANCELLED","variant":"destructive"},{"id":"kpiCancelText","component":"TextContent","text":"DL102 ORD→ATL (crew) • AA330 ORD→BOS (weather)","size":"small"},{"id":"weatherCard","component":"Card","children":["weatherHeading","weatherAlertTS","weatherAlertWind","weatherSeparator"],"variant":"sunk","direction":"column","gap":"s"},{"id":"weatherHeading","component":"Heading","text":"6. Weather Advisories — ORD Hub","level":"h4"},{"id":"weatherAlertTS","component":"Alert","title":"Thunderstorm Warning until 14:30 CDT","description":"CB clouds over field. Lightning within 5nm. Ground stops likely 12:30-13:30. Crosswinds 22G32kt Rwy 10L/27R.","variant":"warning"},{"id":"weatherAlertWind","component":"Alert","title":"Wind Shear Advisory","description":"Low-level wind shear reported on final 27L. Advise crews. De-icing not required. Visibility 6SM, Temp 18°C.","variant":"info"},{"id":"weatherSeparator","component":"TextContent","text":"Source: NWS & ATIS Information Bravo 1124Z","size":"small"},{"id":"mainTabs","component":"Tabs","items":["tabFlights","tabDelayed","tabGates","tabConnections","tabCrew"]},{"id":"tabFlights","component":"TabItem","value":"flights","trigger":"2. All Flights","content":["flightsTable"]},{"id":"tabDelayed","component":"TabItem","value":"delayed","trigger":"3. Delayed (12)","content":["delayedCallout","delayedTable"]},{"id":"tabGates","component":"TabItem","value":"gates","trigger":"4. Gate Changes","content":["gateChangesList"]},{"id":"tabConnections","component":"TabItem","value":"connections","trigger":"8. Connections at Risk","content":["connectionsAlert","connectionsTable","rebookDialog"]},{"id":"tabCrew","component":"TabItem","value":"crew","trigger":"5. Crews Available","content":["crewList","crewTagBlock"]},{"id":"flightsTable","component":"Table","columns":["colFlight","colRoute","colGate","colStatus"]},{"id":"colFlight","component":"Col","label":"Flight #","data":["AA1420","DL884","UA310","SW455","AA201","DL102","UA789","AA330"],"type":"string"},{"id":"colRoute","component":"Col","label":"Route","data":["JFK → ORD","ORD → LAX","ORD → SFO","ORD → DEN","ORD → MIA","ORD → ATL","ORD → SEA","ORD → BOS"],"type":"string"},{"id":"colGate","component":"Col","label":"Gate","data":["A12","B7","C3","A5","B14","A9","C11","B3"],"type":"string"},{"id":"colStatus","component":"Col","label":"Status","data":["On Time","Delayed +47m","Delayed +62m","On Time","Boarding","Cancelled","Delayed +35m","Cancelled"],"type":"string"},{"id":"delayedCallout","component":"Callout","variant":"warning","title":"3 Delayed Flights Requiring Attention","description":"DL884, UA310, UA789 exceed 30 min. Two impact connections. Average delay 48 min."},{"id":"delayedTable","component":"Table","columns":["dColFlight","dColRoute","dColGate","dColDelay","dColReason"]},{"id":"dColFlight","component":"Col","label":"Flight","data":["DL884","UA310","UA789"],"type":"string"},{"id":"dColRoute","component":"Col","label":"Route","data":["ORD → LAX","ORD → SFO","ORD → SEA"],"type":"string"},{"id":"dColGate","component":"Col","label":"Gate","data":["B7","C3","C11"],"type":"string"},{"id":"dColDelay","component":"Col","label":"Delay","data":["+47m","+62m","+35m"],"type":"string"},{"id":"dColReason","component":"Col","label":"Reason","data":["Late inbound aircraft","Crew scheduling","ATC ground hold"],"type":"string"},{"id":"gateChangesList","component":"ListBlock","items":["gateItem1","gateItem2","gateItem3","gateItem4"],"variant":"number"},{"id":"gateItem1","component":"ListItem","title":"DL884 ORD→LAX: B4 → B7","subtitle":"Changed 10:42 AM • Reason: Aircraft swap to B737-800 • Pax notified"},{"id":"gateItem2","component":"ListItem","title":"UA310 ORD→SFO: C5 → C3","subtitle":"Changed 11:05 AM • Reason: Inbound delay, closer to customs"},{"id":"gateItem3","component":"ListItem","title":"AA201 ORD→MIA: B12 → B14","subtitle":"Changed 11:18 AM • Reason: Gate conflict with AA1420 arrival"},{"id":"gateItem4","component":"ListItem","title":"SW455 ORD→DEN: A3 → A5","subtitle":"Changed 09:55 AM • Reason: Jet bridge maintenance"},{"id":"connectionsAlert","component":"Alert","title":"4 Connections At Risk — 85 passengers","description":"Minimum connect time 40m. Thunderstorm delays compressing layovers. Use Rebook tool below.","variant":"destructive"},{"id":"connectionsTable","component":"Table","columns":["cColIncoming","cColConnecting","cColPax","cColLayover","cColRisk"]},{"id":"cColIncoming","component":"Col","label":"Incoming","data":["AA1420 JFK→ORD (On Time)","DL884 ORD→LAX (Delayed)","UA310 ORD→SFO (Delayed)","SW455 ORD→DEN (On Time)"],"type":"string"},{"id":"cColConnecting","component":"Col","label":"Connecting Flight","data":["AA201 ORD→MIA B14","DL102 ORD→ATL A9 [CANCELLED]","UA789 ORD→SEA C11","SW612 DEN→PHX"],"type":"string"},{"id":"cColPax","component":"Col","label":"Pax","data":[24,18,12,31],"type":"number"},{"id":"cColLayover","component":"Col","label":"Layover","data":["38m","—","41m","45m"],"type":"string"},{"id":"cColRisk","component":"Col","label":"Risk","data":["HIGH","MISSED","AT RISK","MEDIUM"],"type":"string"},{"id":"rebookDialog","component":"DialogBlock","triggerLabel":"9. Rebook Affected Passengers →","title":"Rebook Affected Passengers","description":"Rebook 85 pax from 4 at-risk connections. Select options and confirm.","content":["rebookDialogText","rebookDialogInfo"],"triggerVariant":"default"},{"id":"rebookDialogText","component":"TextContent","text":"**Auto-proposed rebookings:**\n• DL102 (Cancelled) 18 pax → DL1102 ORD→ATL 14:45 B6 (Seats: 22)\n• AA1420→AA201 24 pax → AA1201 ORD→MIA 15:20 B14 (Seats: 31)\n• UA310→UA789 12 pax → UA1789 ORD→SEA 16:10 C11 (Hold confirmed)","size":"default"},{"id":"rebookDialogInfo","component":"TextCallout","variant":"info","title":"One-click actions","description":"Sends new boarding passes via app/SMS and updates gate displays. Crew reassignments will sync automatically."},{"id":"crewList","component":"ListBlock","items":["crewItem1","crewItem2","crewItem3","crewItem4"],"variant":"number"},{"id":"crewItem1","component":"ListItem","title":"Crew R-214 — Capt. Rivera / FO Kim","subtitle":"A320 qualified • Available NOW • 6.2h duty remaining • At Gate A12"},{"id":"crewItem2","component":"ListItem","title":"Crew C-808 — Capt. Chen / FO Patel","subtitle":"B737-800 qualified • Available NOW • 8.0h duty remaining • Standby lounge"},{"id":"crewItem3","component":"ListItem","title":"Crew O-321 — Capt. Okafor / FO Smith","subtitle":"A321 qualified • Standby in 30m • 7.5h duty remaining • Ready for UA310"},{"id":"crewItem4","component":"ListItem","title":"Crew CRJ-704 — Capt. Lopez / FO Davis","subtitle":"CRJ-700/900 qualified • Reserve • 4.5h remaining • For regional reassignments"},{"id":"crewTagBlock","component":"TagBlock","tags":["4 crews available","2 A320 family","1 B737","1 CRJ","Next crew free: 12:45"]},{"id":"actionBar","component":"Card","children":["actionButtons"],"variant":"clear","direction":"column","gap":"s"},{"id":"actionButtons","component":"Buttons","buttons":["rebookButton","refreshButton"],"direction":"row"},{"id":"rebookButton","component":"Button","label":"Rebook 85 At-Risk Passengers Now","variant":"primary"},{"id":"refreshButton","component":"Button","label":"Refresh Hub Data","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..ae6323f47
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-airline__r4.txt
@@ -0,0 +1,5 @@
+Hub Operations Desk — single-screen overview for ATL with live KPIs, flight board, and recovery actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C81","agentDisplayName":"HubOps"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-ops","components":[{"component":"Card","id":"root","children":["header","hubSelectorCard","kpiRow","weatherCard","flightsCard","delayedCallout","gateCrewRow","connectionsCard"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"ATL — Hub Operations Desk","subtitle":"Tuesday • 14:32 EDT • Hub: Hartsfield-Jackson (ATL) • Ops Day View"},{"component":"Card","id":"hubSelectorCard","children":["hubSelectControl","hubSelectorHint"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},{"component":"FormControl","id":"hubSelectControl","label":"10. View Different Hub","input":"hubSelect","hint":"Switch hub to reload all metrics for that station"},{"component":"Select","id":"hubSelect","name":"hub","items":["hubATL","hubDFW","hubORD","hubDEN","hubLAX"],"value":"ATL","placeholder":"Select hub"},{"component":"SelectItem","id":"hubATL","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},{"component":"SelectItem","id":"hubDFW","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},{"component":"SelectItem","id":"hubORD","component":"SelectItem","value":"ORD","label":"ORD — Chicago O'Hare"},{"component":"SelectItem","id":"hubDEN","component":"SelectItem","value":"DEN","label":"DEN — Denver"},{"component":"SelectItem","id":"hubLAX","component":"SelectItem","value":"LAX","label":"LAX — Los Angeles"},{"component":"TextContent","id":"hubSelectorHint","text":"Showing **ATL** today • Last refresh 14:31 • 142 scheduled departures","size":"small"},{"component":"Card","id":"kpiRow","children":["kpiOTP","kpiLoad","kpiTurn","kpiCancel"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiOTP","children":["kpiOTPTitle","kpiOTPValue","kpiOTPProgress","kpiOTPSub"],"gap":"s"},{"component":"TextContent","id":"kpiOTPTitle","text":"1. On-Time Performance Today","size":"small-heavy"},{"component":"Heading","id":"kpiOTPValue","text":"78.4%","level":"h2"},{"component":"Progress","id":"kpiOTPProgress","value":78.4,"label":"78.4% OTP (112 / 143 flights on-time)"},{"component":"TextContent","id":"kpiOTPSub","text":"Target 82% • -3.6% vs yesterday • 18 delayed, 3 cancelled","size":"small"},{"component":"Card","id":"kpiLoad","children":["kpiLoadTitle","kpiLoadValue","kpiLoadProgress","kpiLoadSub"],"gap":"s"},{"component":"TextContent","id":"kpiLoadTitle","text":"7. Avg Passenger Load Today","size":"small-heavy"},{"component":"Heading","id":"kpiLoadValue","text":"84%","level":"h2"},{"component":"Progress","id":"kpiLoadProgress","value":84,"label":"84% load factor"},{"component":"TextContent","id":"kpiLoadSub","text":"~16,420 pax flown • 19,540 seats • Peak flight DL1420 at 97%","size":"small"},{"component":"Card","id":"kpiTurn","children":["kpiTurnTitle","kpiTurnValue","kpiTurnSub","kpiTurnTag"],"gap":"s"},{"component":"TextContent","id":"kpiTurnTitle","text":"12. Avg Turnaround Time","size":"small-heavy"},{"component":"Heading","id":"kpiTurnValue","text":"47 min","level":"h2"},{"component":"TextContent","id":"kpiTurnSub","text":"Target 42 min • +5 min vs plan • Longest: DL2311 (68 min at B7)","size":"small"},{"component":"Tag","id":"kpiTurnTag","text":"5 aircraft over 60 min","variant":"warning","size":"sm"},{"component":"Card","id":"kpiCancel","children":["kpiCancelTitle","kpiCancelValue","kpiCancelSub","kpiCancelTag"],"gap":"s"},{"component":"TextContent","id":"kpiCancelTitle","text":"11. Cancellations Today","size":"small-heavy"},{"component":"Heading","id":"kpiCancelValue","text":"3 flights","level":"h2"},{"component":"TextContent","id":"kpiCancelSub","text":"2.1% of schedule • DL1987, DL2044, WN4129 • 412 pax impacted","size":"small"},{"component":"Tag","id":"kpiCancelTag","text":"Rebooking required","variant":"danger","size":"sm"},{"component":"Card","id":"weatherCard","children":["weatherAlert","weatherDetail","weatherTags"],"gap":"s"},{"component":"Alert","id":"weatherAlert","title":"6. Weather Advisories — ATL Hub","description":"Thunderstorm Watch until 18:00 EDT. Crosswinds 18G26kt, visibility 3SM. Ground delay program in effect (avg +28 min). De-icing not required.","variant":"warning"},{"component":"TextContent","id":"weatherDetail","text":"**Impact:** Arrivals metering 32/hr (normal 52/hr). Ramp holds likely 15:00-17:00. Alternate: CLT clear, DFW VFR.","size":"small"},{"component":"TagBlock","id":"weatherTags","tags":["TS Watch till 18:00","GDP +28 min","Wind 18G26kt","Lightning risk 15-17:00"]},{"component":"Card","id":"flightsCard","children":["flightsHeader","flightsTable"],"gap":"s"},{"component":"CardHeader","id":"flightsHeader","title":"2. Flights Today — Live Board","subtitle":"142 flights • Filter: All statuses • Sorted by scheduled time"},{"component":"Table","id":"flightsTable","columns":["colFlight","colRoute","colSched","colGate","colStatus","colTurn"]},{"component":"Col","id":"colFlight","label":"Flight","data":["DL1420","DL2311","AA984","DL1987","UA447","WN4129","DL2044","DL876","DL301"],"type":"string"},{"component":"Col","id":"colRoute","label":"Route","data":["ATL → LGA","ATL → MIA","ATL → DFW","ATL → BOS","ATL → ORD","ATL → DEN","ATL → JFK","ATL → SEA","ATL → MCO"],"type":"string"},{"component":"Col","id":"colSched","label":"Sched / Est","data":["13:15 / 13:18","13:40 / 14:55","14:05 / 14:05","14:20 / —","14:35 / 14:50","14:50 / —","15:10 / —","15:30 / 15:32","15:45 / 15:45"],"type":"string"},{"component":"Col","id":"colGate","label":"Gate","data":["A12","B7 → B14","C3","D21","A7","B22","C9","A31","B4"],"type":"string"},{"component":"Col","id":"colStatus","label":"Status","data":["On Time","Delayed","Boarding","Cancelled","Delayed","Cancelled","Cancelled","On Time","On Time"],"type":"string"},{"component":"Col","id":"colTurn","label":"Turn","data":["38 min","68 min","41 min","—","52 min","—","—","44 min","39 min"],"type":"string"},{"component":"Callout","id":"delayedCallout","variant":"warning","title":"3. Delayed Flights Called Out — 18 Active","description":"DL2311 (ATL-MIA) +75m awaiting crew • UA447 (ATL-ORD) +15m ATC hold • DL1420 +3m minor • 15 others <30m. Tap connections below to protect."},{"component":"Card","id":"gateCrewRow","children":["gateChangesCard","crewCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"gateChangesCard","children":["gateChangesHeader","gateChangesList","gateChangesNote"],"gap":"s"},{"component":"CardHeader","id":"gateChangesHeader","title":"4. Recent Gate Changes (Last 60 min)","subtitle":"Auto-logged from AODB"},{"component":"ListBlock","id":"gateChangesList","items":["gateItem1","gateItem2","gateItem3"],"variant":"number"},{"component":"ListItem","id":"gateItem1","title":"DL2311 ATL→MIA — B7 → B14","subtitle":"14:18 • Reason: Aircraft swap to B757 • Pax notified: Yes"},{"component":"ListItem","id":"gateItem2","title":"UA447 ATL→ORD — A7 → A7A (bus gate)","subtitle":"14:02 • Reason: Jet bridge maintenance • Crew notified"},{"component":"ListItem","id":"gateItem3","title":"DL876 ATL→SEA — A31 → A29","subtitle":"13:47 • Reason: Inbound DL301 late, deconflict • Bags rerouted"},{"component":"TextContent","id":"gateChangesNote","text":"3 changes in last hour • No unassigned gates","size":"small"},{"component":"Card","id":"crewCard","children":["crewHeader","crewList","crewNote"],"gap":"s"},{"component":"CardHeader","id":"crewHeader","title":"5. Crews Available for Reassignment","subtitle":"Reserve + legal duty time remaining"},{"component":"ListBlock","id":"crewList","items":["crewItem1","crewItem2","crewItem3"],"variant":"number"},{"component":"ListItem","id":"crewItem1","title":"Reserve Crew R-04 (CA + FO + 2 FA)","subtitle":"B737 qualified • Duty remaining 7h 20m • At Ops Center • Ready now"},{"component":"ListItem","id":"crewItem2","title":"Reserve Crew R-07 (CA + FO + 3 FA)","subtitle":"A320 qualified • Duty remaining 9h 10m • On call (20 min)"},{"component":"ListItem","id":"crewItem3","title":"Deadhead Crew DH-12 (just arrived DL301)","subtitle":"B757 qualified • Legal for DL2311 after 30m rest • Can cover MIA turn"},{"component":"TextContent","id":"crewNote","text":"2 reserve crews + 1 deadhead available • Next reserve reports 16:00","size":"small"},{"component":"Card","id":"connectionsCard","children":["connectionsHeader","riskCallout","connectionsTable","rebookRow"],"gap":"s"},{"component":"CardHeader","id":"connectionsHeader","title":"8. Connections at Risk of Being Missed","subtitle":"Minimum connect 35 min • Highlighted if inbound delay > buffer"},{"component":"Callout","id":"riskCallout","variant":"error","title":"12 connections at risk • 4 critical (<15 min buffer)","description":"Most impacted: DL2311 feed to 6 MIA connections. UA447 feed to ORD connections also tight."},{"component":"Table","id":"connectionsTable","columns":["connFlight","connInbound","connOutbound","connBuffer","connPax"]},{"component":"Col","id":"connFlight","label":"Inbound","data":["DL2311 (B14)","UA447 (A7A)","DL1420 (A12)","DL301 (B4)"],"type":"string"},{"component":"Col","id":"connInbound","label":"Connection → Outbound","data":["→ DL882 MIA→SJU 15:40","→ UA1201 ORD→LAX 15:15","→ DL410 LGA→ATL 14:50","→ DL876 SEA 15:30"],"type":"string"},{"component":"Col","id":"connOutbound","label":"Pax / Status","data":["18 pax • CRITICAL","9 pax • AT RISK","6 pax • AT RISK","22 pax • PROTECTED (gate hold)"],"type":"string"},{"component":"Col","id":"connBuffer","label":"Buffer","data":["8 min","12 min","22 min","11 min (holding)"],"type":"string"},{"component":"Col","id":"connPax","label":"Action","data":["Rebook","Rebook","Monitor","Hold gate"],"type":"string"},{"component":"Card","id":"rebookRow","children":["rebookDialog","rebookInfo"],"direction":"row","gap":"m","align":"center","variant":"clear"},{"component":"DialogBlock","id":"rebookDialog","triggerLabel":"9. Rebook Affected Passengers →","title":"Rebook Passengers","description":"Reassign pax from delayed/cancelled or at-risk connections to next available flights","content":["rebookForm"]},{"component":"Form","id":"rebookForm","name":"rebookForm","buttons":"rebookButtons","fields":["rebookFlightControl","rebookOptionControl","rebookPaxControl"]},{"component":"FormControl","id":"rebookFlightControl","label":"Select disrupted flight / connection","input":"rebookFlightInput"},{"component":"Select","id":"rebookFlightInput","name":"disruptedFlight","items":["rbDL2311","rbDL1987","rbUA447","rbWN4129"],"placeholder":"Choose flight"},{"component":"SelectItem","id":"rbDL2311","component":"SelectItem","value":"DL2311","label":"DL2311 ATL-MIA (18 pax, 6 connections)"},{"component":"SelectItem","id":"rbDL1987","component":"SelectItem","value":"DL1987","label":"DL1987 ATL-BOS CANCELLED (86 pax)"},{"component":"SelectItem","id":"rbUA447","component":"SelectItem","value":"UA447","label":"UA447 ATL-ORD (9 pax at risk)"},{"component":"SelectItem","id":"rbWN4129","component":"SelectItem","value":"WN4129","label":"WN4129 ATL-DEN CANCELLED (112 pax)"},{"component":"FormControl","id":"rebookOptionControl","label":"Rebook option","input":"rebookOptionInput"},{"component":"Select","id":"rebookOptionInput","name":"rebookOption","items":["optNext","optAlt","optHold"],"placeholder":"Choose action"},{"component":"SelectItem","id":"optNext","component":"SelectItem","value":"next","label":"Next available same route"},{"component":"SelectItem","id":"optAlt","component":"SelectItem","value":"alt","label":"Alternate hub (CLT/DFW)"},{"component":"SelectItem","id":"optHold","component":"SelectItem","value":"hold","label":"Hold outbound + hotel if overnight"},{"component":"FormControl","id":"rebookPaxControl","label":"Passenger count / PNRs (optional)","input":"rebookPaxInput","hint":"Leave blank to rebook all affected on selected flight"},{"component":"Input","id":"rebookPaxInput","name":"pnrs","placeholder":"e.g., 18 pax or PNRs ABC123, DEF456"},{"component":"Buttons","id":"rebookButtons","buttons":["rebookBtn"],"direction":"row"},{"component":"Button","id":"rebookBtn","label":"Confirm Rebooking","variant":"primary"},{"component":"TextContent","id":"rebookInfo","text":"Auto-proposes: DL2311 → DL884 (17:20) with 12 seats, DL2312 (19:10) with 24 seats. Hotels auto-issued if overnight.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..a338cbba3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r1.txt
@@ -0,0 +1,5 @@
+Personal Banking Home — all 11 items covered in one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"banking-home-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C75","agentDisplayName":"Personal Banking"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"banking-home-v1","components":[{"component":"Card","id":"root","children":["heading","subHeader","balancesSection","freezeCard","row1","row2","moveMoneyCard","row3","disputeCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Heading","id":"heading","text":"Good morning, Alex — Banking Home","level":"h1"},{"component":"TextContent","id":"subHeader","text":"Here's your complete financial snapshot for May 2026. Manage money, track spending, and stay on top of bills.","size":"small"},{"component":"Card","id":"balancesSection","children":["balChecking","balSavings","balCredit"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"balChecking","children":["balCheckingHeader","balCheckingAmount","balCheckingSub"],"variant":"card","gap":"xs"},{"component":"CardHeader","id":"balCheckingHeader","title":"Checking","subtitle":"•• 4821 · Everyday"},{"component":"TextContent","id":"balCheckingAmount","text":"$8,742.18","size":"large-heavy"},{"component":"TextContent","id":"balCheckingSub","text":"Available balance","size":"small"},{"component":"Card","id":"balSavings","children":["balSavingsHeader","balSavingsAmount","balSavingsSub"],"variant":"card","gap":"xs"},{"component":"CardHeader","id":"balSavingsHeader","title":"Savings","subtitle":"•• 9044 · High Yield"},{"component":"TextContent","id":"balSavingsAmount","text":"$24,310.55","size":"large-heavy"},{"component":"TextContent","id":"balSavingsSub","text":"APY 4.25% · +$86.42 this month","size":"small"},{"component":"Card","id":"balCredit","children":["balCreditHeader","balCreditAmount","balCreditSub"],"variant":"card","gap":"xs"},{"component":"CardHeader","id":"balCreditHeader","title":"Credit","subtitle":"•• 7730 · Cashback Rewards"},{"component":"TextContent","id":"balCreditAmount","text":"$1,842.00 owed","size":"large-heavy"},{"component":"TextContent","id":"balCreditSub","text":"Limit $12,000 · Due Jun 15","size":"small"},{"component":"Card","id":"freezeCard","children":["freezeHeader","freezeSwitchGroup"],"variant":"sunk","direction":"row","justify":"between","align":"center"},{"component":"CardHeader","id":"freezeHeader","title":"Credit Line Control","subtitle":"Instantly freeze / unfreeze your credit card for security"},{"component":"SwitchGroup","id":"freezeSwitchGroup","name":"freezeControls","items":["freezeSwitchItem"],"variant":"card"},{"component":"SwitchItem","id":"freezeSwitchItem","name":"freezeCredit","label":"Freeze credit line","description":"Blocks new purchases instantly"},{"component":"Card","id":"row1","children":["transactionsCard","spendingCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"transactionsCard","children":["transactionsHeader","transactionsTable","disputeHint"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"transactionsHeader","title":"Recent Transactions","subtitle":"Merchant & amount · Tap dispute to challenge"},{"component":"Table","id":"transactionsTable","columns":["colMerchant","colDate","colAmount"]},{"component":"Col","id":"colMerchant","label":"Merchant","data":["Whole Foods Market","Shell Gas · Downtown","Netflix Subscription","United Airlines","Starbucks #1142","Rent Payment"],"type":"string"},{"component":"Col","id":"colDate","label":"Date","data":["May 14","May 13","May 12","May 10","May 09","May 05"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["-$86.42","-$54.20","-$15.99","-$412.00","-$6.75","-$1,850.00"],"type":"string"},{"component":"TextContent","id":"disputeHint","text":"Need to dispute? Use the button at the bottom to file a dispute for any transaction above.","size":"small"},{"component":"Card","id":"spendingCard","children":["spendingHeader","spendingPie","spendingLegend"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"spendingHeader","title":"Spending by Category","subtitle":"This month · May 1-18 · $2,425 spent"},{"component":"PieChart","id":"spendingPie","labels":["Groceries","Dining","Transport","Shopping","Bills","Entertainment"],"values":[520,380,290,610,425,200],"variant":"donut"},{"component":"TagBlock","id":"spendingLegend","tags":["Groceries $520","Dining $380","Transport $290","Shopping $610","Bills $425","Entertainment $200"]},{"component":"Card","id":"row2","children":["billsCard","progressCreditCol"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"billsCard","children":["billsHeader","billsList"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"billsHeader","title":"Bills Due Soon","subtitle":"Next 14 days"},{"component":"ListBlock","id":"billsList","items":["bill1","bill2","bill3"],"variant":"number"},{"component":"ListItem","id":"bill1","title":"Electric · PG&E","subtitle":"Due May 22 · $128.40 · Auto-pay off"},{"component":"ListItem","id":"bill2","title":"Internet · Xfinity","subtitle":"Due May 25 · $79.99 · Auto-pay on"},{"component":"ListItem","id":"bill3","title":"Credit Card Payment","subtitle":"Due Jun 15 · $1,842.00 · Min $45"},{"component":"Card","id":"progressCreditCol","children":["progressCard","creditScoreCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"progressCard","children":["progressHeader","vacationProgress","vacationDetail"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"progressHeader","title":"Vacation Savings Goal","subtitle":"Bali Trip · $5,000 target"},{"component":"Progress","id":"vacationProgress","value":68,"label":"68% · $3,400 of $5,000"},{"component":"TextContent","id":"vacationDetail","text":"$1,600 to go · On track for August. $175/mo auto-transfer enabled.","size":"small"},{"component":"Card","id":"creditScoreCard","children":["creditScoreHeader","creditScoreRadial","creditScoreDetail"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"creditScoreHeader","title":"Credit Score","subtitle":"Updated May 17 · Experian"},{"component":"RadialChart","id":"creditScoreRadial","labels":["Score","Remaining"],"values":[780,70]},{"component":"TextContent","id":"creditScoreDetail","text":"780 · Excellent — Top 28% · +12 pts since March","size":"small-heavy"},{"component":"Card","id":"moveMoneyCard","children":["moveMoneyHeader","moveMoneyForm"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"moveMoneyHeader","title":"Move Money Between Accounts","subtitle":"Instant transfers between checking, savings & credit"},{"component":"Form","id":"moveMoneyForm","name":"moveMoney","buttons":"moveMoneyButtons","fields":["fieldFrom","fieldTo","fieldAmount"]},{"component":"Buttons","id":"moveMoneyButtons","buttons":["btnMove"],"direction":"row"},{"component":"Button","id":"btnMove","label":"Transfer Now","variant":"primary"},{"component":"FormControl","id":"fieldFrom","label":"From","input":"selectFrom"},{"component":"Select","id":"selectFrom","name":"fromAccount","items":["siFromChecking","siFromSavings","siFromCredit"],"placeholder":"Select source"},{"component":"SelectItem","id":"siFromChecking","value":"checking","label":"Checking · $8,742.18"},{"component":"SelectItem","id":"siFromSavings","value":"savings","label":"Savings · $24,310.55"},{"component":"SelectItem","id":"siFromCredit","value":"credit","label":"Credit · Available $10,158"},{"component":"FormControl","id":"fieldTo","label":"To","input":"selectTo"},{"component":"Select","id":"selectTo","name":"toAccount","items":["siToChecking","siToSavings","siToCredit"],"placeholder":"Select destination"},{"component":"SelectItem","id":"siToChecking","value":"checking","label":"Checking · •• 4821"},{"component":"SelectItem","id":"siToSavings","value":"savings","label":"Savings · •• 9044"},{"component":"SelectItem","id":"siToCredit","value":"credit","label":"Credit Payment · •• 7730"},{"component":"FormControl","id":"fieldAmount","label":"Amount","hint":"Enter amount to transfer","input":"inputAmount"},{"component":"Input","id":"inputAmount","name":"amount","placeholder":"$ 0.00","type":"number"},{"component":"Card","id":"row3","children":["statementCard","alertsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"statementCard","children":["statementHeader","statementSelectControl"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"statementHeader","title":"Statement Period","subtitle":"Pick a period to view & download"},{"component":"FormControl","id":"statementSelectControl","label":"Statement period","input":"statementSelect"},{"component":"Select","id":"statementSelect","name":"statementPeriod","items":["siStmtJan","siStmtFeb","siStmtMar","siStmtApr"],"placeholder":"May 2026 (Current)"},{"component":"SelectItem","id":"siStmtJan","value":"2026-01","label":"January 2026"},{"component":"SelectItem","id":"siStmtFeb","value":"2026-02","label":"February 2026"},{"component":"SelectItem","id":"siStmtMar","value":"2026-03","label":"March 2026"},{"component":"SelectItem","id":"siStmtApr","value":"2026-04","label":"April 2026"},{"component":"Card","id":"alertsCard","children":["alertsHeader","alertsSwitchGroup"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"alertsHeader","title":"Manage Alerts","subtitle":"Choose what triggers notifications"},{"component":"SwitchGroup","id":"alertsSwitchGroup","name":"alertPreferences","items":["alertLarge","alertLow","alertBill"],"variant":"sunk"},{"component":"SwitchItem","id":"alertLarge","name":"alertLargeTx","label":"Large transaction > $200","description":"Push + Email","defaultChecked":true},{"component":"SwitchItem","id":"alertLow","name":"alertLowBalance","label":"Low balance < $500","description":"Push + SMS","defaultChecked":true},{"component":"SwitchItem","id":"alertBill","name":"alertBillDue","label":"Bill due in 3 days","description":"Push only","defaultChecked":false},{"component":"Card","id":"disputeCard","children":["disputeHeader","disputeDialog"],"variant":"sunk","gap":"s"},{"component":"CardHeader","id":"disputeHeader","title":"Need help with a transaction?","subtitle":"Dispute fraudulent or incorrect charges directly"},{"component":"DialogBlock","id":"disputeDialog","triggerLabel":"Dispute a Transaction","title":"Dispute Transaction","description":"Select the transaction and tell us the reason. We’ll file it and freeze the charge while we investigate.","content":["disputeDialogText","disputeSelectControl","disputeReasonControl"],"triggerVariant":"outline"},{"component":"TextContent","id":"disputeDialogText","text":"Disputes are typically resolved in 3-5 business days. You’ll get a provisional credit immediately.","size":"small"},{"component":"FormControl","id":"disputeSelectControl","label":"Select transaction to dispute","input":"disputeSelect"},{"component":"Select","id":"disputeSelect","name":"disputeTransaction","items":["disputeSi1","disputeSi2","disputeSi3"],"placeholder":"Choose transaction"},{"component":"SelectItem","id":"disputeSi1","value":"txn1","label":"Shell Gas · $54.20 · May 13"},{"component":"SelectItem","id":"disputeSi2","value":"txn2","label":"United Airlines · $412.00 · May 10"},{"component":"SelectItem","id":"disputeSi3","value":"txn3","label":"Whole Foods · $86.42 · May 14"},{"component":"FormControl","id":"disputeReasonControl","label":"Reason for dispute","hint":"Briefly describe the issue","input":"disputeReasonInput"},{"component":"TextArea","id":"disputeReasonInput","name":"disputeReason","placeholder":"e.g., I did not authorize this charge / Duplicate charge / Wrong amount","rows":3}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..6173f7d60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r2.txt
@@ -0,0 +1,5 @@
+Single-screen Personal Banking Home — balances, transactions, spending, bills, goals and controls in one view.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C75","agentDisplayName":"Personal Banking"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"component":"Card","id":"root","variant":"clear","direction":"column","gap":"m","children":["header","balancesRow","mainRow"]},{"component":"CardHeader","id":"header","title":"Personal Banking Home","subtitle":"Welcome back, Alex • Last login today at 8:42 AM"},{"component":"Card","id":"balancesRow","direction":"row","gap":"m","children":["checkingCard","savingsCard","creditCard"]},{"component":"Card","id":"mainRow","variant":"clear","direction":"row","gap":"m","children":["leftCol","rightCol"]},{"component":"Card","id":"checkingCard","children":["checkingHeader","checkingBalance","checkingSub"]},{"component":"Card","id":"savingsCard","children":["savingsHeader","savingsBalance","savingsSub"]},{"component":"Card","id":"creditCard","children":["creditHeader","creditBalance","creditSub"]},{"component":"Card","id":"leftCol","variant":"clear","direction":"column","gap":"m","children":["transactionsCard","spendingCard","billsCard"]},{"component":"Card","id":"rightCol","variant":"clear","direction":"column","gap":"m","children":["vacationCard","creditScoreCard","transferCard","freezeCard","statementCard","alertsCard","disputeCard"]},{"component":"CardHeader","id":"checkingHeader","title":"Checking","subtitle":"•••• 4821"},{"component":"TextContent","id":"checkingBalance","text":"$8,742.50","size":"large-heavy"},{"component":"TextContent","id":"checkingSub","text":"Available • + $1,240 this week","size":"small"},{"component":"CardHeader","id":"savingsHeader","title":"Savings","subtitle":"•••• 9034"},{"component":"TextContent","id":"savingsBalance","text":"$22,150.00","size":"large-heavy"},{"component":"TextContent","id":"savingsSub","text":"APY 4.10% • + $86 interest","size":"small"},{"component":"CardHeader","id":"creditHeader","title":"Credit","subtitle":"•••• 7719 • Limit $15,000"},{"component":"TextContent","id":"creditBalance","text":"$2,184.30 owed","size":"large-heavy"},{"component":"TextContent","id":"creditSub","text":"$12,815.70 available • Due Sep 5","size":"small"},{"component":"Card","id":"transactionsCard","children":["transactionsHeader","transactionsTable","disputeHint"]},{"component":"Card","id":"spendingCard","children":["spendingHeader","spendingPie","spendingHint"]},{"component":"Card","id":"billsCard","children":["billsHeader","billsTable"]},{"component":"Card","id":"vacationCard","children":["vacationHeader","vacationProgress","vacationText"]},{"component":"Card","id":"creditScoreCard","children":["creditScoreHeader","creditScoreProgress","creditScoreText","creditScoreBadge"]},{"component":"Card","id":"transferCard","children":["transferHeader","transferForm"]},{"component":"Card","id":"freezeCard","children":["freezeHeader","freezeSwitchGroup","freezeAlertDialog"]},{"component":"Card","id":"statementCard","children":["statementHeader","statementControl"]},{"component":"Card","id":"alertsCard","children":["alertsHeader","alertsSwitchGroup"]},{"component":"Card","id":"disputeCard","children":["disputeHeader","disputeDialog","disputeHelper"]},{"component":"CardHeader","id":"transactionsHeader","title":"Recent Transactions","subtitle":"Merchant and amount • Last 5"},{"component":"Table","id":"transactionsTable","columns":["colMerchant","colDate","colAmount"]},{"component":"Col","id":"colMerchant","label":"Merchant","data":["Whole Foods Market","Shell Gas","Target","Starbucks","Netflix"],"type":"string"},{"component":"Col","id":"colDate","label":"Date","data":["Aug 16","Aug 15","Aug 14","Aug 14","Aug 13"],"type":"string"},{"component":"Col","id":"colAmount","label":"Amount","data":["-$112.34","-$45.00","-$84.20","-$5.75","-$15.99"],"type":"string"},{"component":"CardHeader","id":"spendingHeader","title":"Spending by Category","subtitle":"This month • Aug 1-18"},{"component":"PieChart","id":"spendingPie","labels":["Groceries","Dining","Transport","Shopping","Bills"],"values":[820,450,310,600,400],"variant":"donut"},{"component":"TextContent","id":"spendingHint","text":"Total spent: $2,580 • Groceries is largest at 32%","size":"small"},{"component":"CardHeader","id":"billsHeader","title":"Bills Due Soon","subtitle":"Next 14 days"},{"component":"Table","id":"billsTable","columns":["colBill","colDue","colAmountBill"]},{"component":"Col","id":"colBill","label":"Bill","data":["Rent","Electric - ConEd","Chase Credit Card","Internet - Spectrum"],"type":"string"},{"component":"Col","id":"colDue","label":"Due","data":["Sep 01","Aug 22","Aug 28","Aug 25"],"type":"string"},{"component":"Col","id":"colAmountBill","label":"Amount","data":["$1,850.00","$128.40","$450.00","$79.99"],"type":"string"},{"component":"CardHeader","id":"vacationHeader","title":"Vacation Savings Goal","subtitle":"Bali Trip • Goal $5,000"},{"component":"Progress","id":"vacationProgress","value":65,"label":"65% complete"},{"component":"TextContent","id":"vacationText","text":"$3,250 saved of $5,000 • $1,750 to go • On track for Dec","size":"small"},{"component":"CardHeader","id":"creditScoreHeader","title":"Credit Score","subtitle":"Updated Aug 17 • FICO® Score 8"},{"component":"Progress","id":"creditScoreProgress","value":87,"label":"742 / 850"},{"component":"TextContent","id":"creditScoreText","text":"742 — Good • +12 pts since last month","size":"small-heavy"},{"component":"Badge","id":"creditScoreBadge","text":"Good • Top 38% of U.S.","variant":"secondary"},{"component":"CardHeader","id":"transferHeader","title":"Move Money","subtitle":"Transfer between accounts"},{"component":"Form","id":"transferForm","name":"transferForm","buttons":"transferButtons","fields":["fromControl","toControl","amountControl"]},{"component":"FormControl","id":"fromControl","label":"From","input":"fromSelect"},{"component":"FormControl","id":"toControl","label":"To","input":"toSelect"},{"component":"FormControl","id":"amountControl","label":"Amount","hint":"Available in Checking: $8,742.50","input":"amountInput"},{"component":"Select","id":"fromSelect","name":"fromAccount","items":["fromOptionChecking","fromOptionSavings"],"placeholder":"Select source"},{"component":"Select","id":"toSelect","name":"toAccount","items":["toOptionChecking","toOptionSavings","toOptionCredit"],"placeholder":"Select destination"},{"component":"Input","id":"amountInput","name":"amount","placeholder":"0.00","type":"number","value":""},{"component":"SelectItem","id":"fromOptionChecking","value":"checking","label":"Checking • $8,742.50"},{"component":"SelectItem","id":"fromOptionSavings","value":"savings","label":"Savings • $22,150.00"},{"component":"SelectItem","id":"toOptionChecking","value":"checking","label":"Checking"},{"component":"SelectItem","id":"toOptionSavings","value":"savings","label":"Savings"},{"component":"SelectItem","id":"toOptionCredit","value":"credit","label":"Credit Card Payment"},{"component":"Buttons","id":"transferButtons","buttons":["transferSubmitBtn"],"direction":"row"},{"component":"Button","id":"transferSubmitBtn","label":"Transfer Now","variant":"primary"},{"component":"CardHeader","id":"freezeHeader","title":"Card Controls","subtitle":"Manage your credit line"},{"component":"SwitchGroup","id":"freezeSwitchGroup","name":"freezeControls","items":["freezeSwitch"],"variant":"card"},{"component":"SwitchItem","id":"freezeSwitch","name":"freezeCredit","label":"Freeze Credit Line","description":"Instantly block new purchases on •••• 7719. Recurring bills still process."},{"component":"AlertDialogBlock","id":"freezeAlertDialog","triggerLabel":"Freeze / Unfreeze Details","title":"Freeze credit line?","description":"Freezing will decline new purchases, tap-to-pay and online charges immediately. You can unfreeze anytime in this panel.","confirmLabel":"Confirm Freeze","cancelLabel":"Cancel","triggerVariant":"outline"},{"component":"CardHeader","id":"statementHeader","title":"Statement Period","subtitle":"Choose period to view or download"},{"component":"FormControl","id":"statementControl","label":"Period","input":"statementSelect"},{"component":"Select","id":"statementSelect","name":"statementPeriod","items":["statementOpt1","statementOpt2","statementOpt3","statementOpt4"],"placeholder":"Aug 2024"},{"component":"SelectItem","id":"statementOpt1","value":"2024-08","label":"August 2024 (Current)"},{"component":"SelectItem","id":"statementOpt2","value":"2024-07","label":"July 2024"},{"component":"SelectItem","id":"statementOpt3","value":"2024-06","label":"June 2024"},{"component":"SelectItem","id":"statementOpt4","value":"2024-05","label":"May 2024"},{"component":"CardHeader","id":"alertsHeader","title":"Alert Preferences","subtitle":"Manage what triggers alerts"},{"component":"SwitchGroup","id":"alertsSwitchGroup","name":"alertTriggers","items":["alertSwitch1","alertSwitch2","alertSwitch3","alertSwitch4"],"variant":"sunk"},{"component":"SwitchItem","id":"alertSwitch1","name":"largeTrans","label":"Large transactions > $200","description":"Push + email","defaultChecked":true},{"component":"SwitchItem","id":"alertSwitch2","name":"lowBalance","label":"Low balance < $500","description":"Push","defaultChecked":true},{"component":"SwitchItem","id":"alertSwitch3","name":"billDue","label":"Bill due in 3 days","description":"Push + email","defaultChecked":true},{"component":"SwitchItem","id":"alertSwitch4","name":"loginAlert","label":"New login / device","description":"Email + SMS","defaultChecked":false},{"component":"CardHeader","id":"disputeHeader","title":"Dispute a Transaction","subtitle":"Question a charge?"},{"component":"DialogBlock","id":"disputeDialog","triggerLabel":"Start Dispute","title":"Dispute Transaction","description":"Select the transaction and tell us why. We'll provisionally credit within 24h.","content":["disputeForm"]},{"component":"TextContent","id":"disputeHelper","text":"Or tap any transaction above → Dispute. Typical resolution: 7–10 days.","size":"small"},{"component":"Form","id":"disputeForm","name":"disputeForm","buttons":"disputeButtons","fields":["disputeTransControl","disputeReasonControl"]},{"component":"FormControl","id":"disputeTransControl","label":"Transaction to dispute","input":"disputeTransSelect"},{"component":"FormControl","id":"disputeReasonControl","label":"Reason","hint":"Provide details for review","input":"disputeReasonArea"},{"component":"Select","id":"disputeTransSelect","name":"disputeTransaction","items":["disputeTransOpt1","disputeTransOpt2","disputeTransOpt3"],"placeholder":"Choose transaction"},{"component":"SelectItem","id":"disputeTransOpt1","value":"wholefoods-112","label":"Whole Foods - $112.34 • Aug 16"},{"component":"SelectItem","id":"disputeTransOpt2","value":"target-84","label":"Target - $84.20 • Aug 14"},{"component":"SelectItem","id":"disputeTransOpt3","value":"shell-45","label":"Shell Gas - $45.00 • Aug 15"},{"component":"TextArea","id":"disputeReasonArea","name":"disputeReason","placeholder":"e.g., I didn't authorize this, charged twice, didn't receive item...","rows":3},{"component":"Buttons","id":"disputeButtons","buttons":["disputeSubmit"],"direction":"row"},{"component":"Button","id":"disputeSubmit","label":"Submit Dispute","variant":"primary"},{"component":"TextContent","id":"disputeHint","text":"Need help? Select a transaction and use 'Start Dispute' on the right.","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..06c0de2e6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r3.txt
@@ -0,0 +1,4 @@
+Personal banking home — all 11 items on one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"component":"Card","id":"root","children":["header","balancesCard","tabsMain","transferAndControlsCard","managementCard","disputeCard"],"variant":"clear","direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Good morning, Alex — Personal Banking","subtitle":"All accounts • Last updated just now"},{"component":"Card","id":"balancesCard","children":["balancesHeading","balancesTable","balancesCallout"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"balancesHeading","text":"Balances","level":"h3"},{"component":"Table","id":"balancesTable","columns":["colAccount","colBalance","colAvailable"]},{"component":"Col","id":"colAccount","label":"Account","data":["Checking ••4821","Savings ••7739","Credit ••1044"],"type":"string"},{"component":"Col","id":"colBalance","label":"Balance","data":["$8,421.55","$24,890.00","$1,842.30 owed"],"type":"string"},{"component":"Col","id":"colAvailable","label":"Available / Limit","data":["$8,421.55 available","$24,890.00 available","$8,157.70 available • $10,000 limit"],"type":"string"},{"component":"TextContent","id":"balancesCallout","text":"Net worth: $31,469.25 • Credit utilization 18.4% • Total cash: $33,311.55","size":"small"},{"component":"Tabs","id":"tabsMain","items":["tabTransactions","tabSpending","tabBills","tabGoals"]},{"component":"TabItem","id":"tabTransactions","value":"transactions","trigger":"Transactions","content":["transactionsTable","disputeHint"]},{"component":"TabItem","id":"tabSpending","value":"spending","trigger":"Spending","content":["spendingHeading","spendingPie","spendingLegend"]},{"component":"TabItem","id":"tabBills","value":"bills","trigger":"Bills Due","content":["billsList"]},{"component":"TabItem","id":"tabGoals","value":"goals","trigger":"Goals & Score","content":["vacationCard","creditCard"]},{"component":"Table","id":"transactionsTable","columns":["colTxDate","colTxMerchant","colTxAmount","colTxCategory"]},{"component":"Col","id":"colTxDate","label":"Date","data":["Aug 16","Aug 15","Aug 14","Aug 13","Aug 12"],"type":"string"},{"component":"Col","id":"colTxMerchant","label":"Merchant","data":["Whole Foods Market","Shell Gas","Netflix","Rent - ACH","Starbucks"],"type":"string"},{"component":"Col","id":"colTxAmount","label":"Amount","data":["-$84.32","-$52.10","-$15.99","-$1,850.00","-$6.45"],"type":"string"},{"component":"Col","id":"colTxCategory","label":"Category","data":["Groceries","Transport","Entertainment","Housing","Dining"],"type":"string"},{"component":"TextContent","id":"disputeHint","text":"Need to flag a charge? Use 'Dispute a transaction' below — works for any merchant listed here.","size":"small"},{"component":"Heading","id":"spendingHeading","text":"Spending split — August","level":"h3"},{"component":"PieChart","id":"spendingPie","labels":["Housing","Groceries","Transport","Dining","Entertainment","Utilities","Other"],"values":[1850,420,210,185,95,130,75],"variant":"donut"},{"component":"TextContent","id":"spendingLegend","text":"Total spent: $2,965 • Top category: Housing (62%) • Groceries 14% • Transport 7%","size":"small"},{"component":"ListBlock","id":"billsList","items":["bill1","bill2","bill3","bill4"],"variant":"number"},{"component":"ListItem","id":"bill1","title":"Electric — PG&E","subtitle":"Due Aug 22 • $132.40 • Autopay off"},{"component":"ListItem","id":"bill2","title":"Internet — Comcast","subtitle":"Due Aug 25 • $79.99 • Autopay on"},{"component":"ListItem","id":"bill3","title":"Credit Card Payment","subtitle":"Due Aug 28 • $1,842.30 • Min $35.00"},{"component":"ListItem","id":"bill4","title":"Gym — Equinox","subtitle":"Due Sep 01 • $185.00 • Monthly"},{"component":"Card","id":"vacationCard","children":["vacationHeading","vacationProgress","vacationText"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Heading","id":"vacationHeading","text":"Vacation Savings Goal — Bali 2026","level":"h3"},{"component":"Progress","id":"vacationProgress","value":68,"label":"68% • $6,800 of $10,000"},{"component":"TextContent","id":"vacationText","text":"$3,200 to go • On track • $400/mo → ETA Dec 2026","size":"small"},{"component":"Card","id":"creditCard","children":["creditHeading","creditScoreProgress","creditScoreText","creditBadge"],"variant":"sunk","direction":"column","gap":"s"},{"component":"Heading","id":"creditHeading","text":"Current Credit Score","level":"h3"},{"component":"Progress","id":"creditScoreProgress","value":92,"label":"780 / 850"},{"component":"TextContent","id":"creditScoreText","text":"Excellent • +12 pts since May • Next update Sep 15 • Utilization 18%","size":"small"},{"component":"Badge","id":"creditBadge","text":"Excellent","variant":"secondary"},{"component":"Card","id":"transferAndControlsCard","children":["transferHeading","moveMoneyForm","freezeDivider","freezeSwitchGroup","freezeCallout"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"transferHeading","text":"Move Money & Controls","level":"h3"},{"component":"Form","id":"moveMoneyForm","name":"transferForm","buttons":"moveMoneyButtons","fields":["fcFrom","fcTo","fcAmount"]},{"component":"Buttons","id":"moveMoneyButtons","buttons":["btnTransfer"],"direction":"row"},{"component":"Button","id":"btnTransfer","label":"Transfer Now","variant":"primary"},{"component":"FormControl","id":"fcFrom","label":"From","input":"selectFrom"},{"component":"Select","id":"selectFrom","name":"fromAccount","items":["siFromChecking","siFromSavings","siFromCredit"],"placeholder":"Select account"},{"component":"SelectItem","id":"siFromChecking","value":"checking","label":"Checking ••4821 ($8,421.55)"},{"component":"SelectItem","id":"siFromSavings","value":"savings","label":"Savings ••7739 ($24,890.00)"},{"component":"SelectItem","id":"siFromCredit","value":"credit","label":"Credit ••1044 (owed $1,842.30)"},{"component":"FormControl","id":"fcTo","label":"To","input":"selectTo"},{"component":"Select","id":"selectTo","name":"toAccount","items":["siToChecking","siToSavings","siToCredit"],"placeholder":"Select account"},{"component":"SelectItem","id":"siToChecking","value":"checking","label":"Checking ••4821"},{"component":"SelectItem","id":"siToSavings","value":"savings","label":"Savings ••7739"},{"component":"SelectItem","id":"siToCredit","value":"credit","label":"Credit ••1044 — Pay balance"},{"component":"FormControl","id":"fcAmount","label":"Amount","input":"inputAmount","hint":"Instant transfer between your accounts. No fees."},{"component":"Input","id":"inputAmount","name":"amount","placeholder":"$0.00","type":"text","value":""},{"component":"Separator","id":"freezeDivider","orientation":"horizontal","decorative":true},{"component":"SwitchGroup","id":"freezeSwitchGroup","name":"freezeControls","items":["freezeSwitch"],"variant":"card"},{"component":"SwitchItem","id":"freezeSwitch","name":"freezeCredit","label":"Freeze credit line","description":"Instantly block new purchases on ••1044. Recurring bills still process."},{"component":"Callout","id":"freezeCallout","variant":"warning","title":"Credit line is Active","description":"Toggle to freeze. You can unfreeze anytime in this section."},{"component":"Card","id":"managementCard","children":["managementHeading","statementControl","alertsSwitchGroup"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"managementHeading","text":"Statements & Alerts","level":"h3"},{"component":"FormControl","id":"statementControl","label":"Statement period","input":"selectStatement","hint":"Choose a period to view or download PDF/CSV"},{"component":"Select","id":"selectStatement","name":"statementPeriod","items":["siStmt1","siStmt2","siStmt3","siStmt4"],"placeholder":"Select period"},{"component":"SelectItem","id":"siStmt1","value":"aug2026","label":"Aug 1-31, 2026 (Current)"},{"component":"SelectItem","id":"siStmt2","value":"jul2026","label":"Jul 1-31, 2026"},{"component":"SelectItem","id":"siStmt3","value":"jun2026","label":"Jun 1-30, 2026"},{"component":"SelectItem","id":"siStmt4","value":"q2-2026","label":"Q2 2026 (Apr-Jun)"},{"component":"SwitchGroup","id":"alertsSwitchGroup","name":"alertPreferences","items":["alertSpend","alertBill","alertLow","alertFreeze"],"variant":"sunk"},{"component":"SwitchItem","id":"alertSpend","name":"alertLargeSpend","label":"Large purchase > $250","description":"Push + email"},{"component":"SwitchItem","id":"alertBill","name":"alertBillDue","label":"Bill due in 3 days","description":"Push notification"},{"component":"SwitchItem","id":"alertLow","name":"alertLowBalance","label":"Checking below $500","description":"SMS + push"},{"component":"SwitchItem","id":"alertFreeze","name":"alertCreditFreeze","label":"Credit freeze / unfreeze","description":"Email + push"},{"component":"Card","id":"disputeCard","children":["disputeHeading","disputeText","disputeDialog","disputeForm"],"variant":"card","direction":"column","gap":"m"},{"component":"Heading","id":"disputeHeading","text":"Dispute a transaction","level":"h3"},{"component":"TextContent","id":"disputeText","text":"Select a transaction and tell us what went wrong. Cases are reviewed within 24 hours with provisional credit.","size":"small"},{"component":"AlertDialogBlock","id":"disputeDialog","triggerLabel":"Quick Dispute — Flag & Provisionally Credit","title":"Dispute transaction?","description":"This will flag the transaction and temporarily credit your account while we review. Continue?","confirmLabel":"Start Dispute","cancelLabel":"Cancel","triggerVariant":"outline"},{"component":"Form","id":"disputeForm","name":"disputeForm","buttons":"disputeButtons","fields":["fcDisputeTx","fcDisputeReason"]},{"component":"Buttons","id":"disputeButtons","buttons":["btnDisputeSubmit"],"direction":"row"},{"component":"Button","id":"btnDisputeSubmit","label":"Submit Dispute","variant":"primary"},{"component":"FormControl","id":"fcDisputeTx","label":"Transaction to dispute","input":"selectDisputeTx"},{"component":"Select","id":"selectDisputeTx","name":"disputeTx","items":["siDispute1","siDispute2","siDispute3"],"placeholder":"Choose transaction"},{"component":"SelectItem","id":"siDispute1","value":"wholefoods-084","label":"Aug 16 • Whole Foods • $84.32"},{"component":"SelectItem","id":"siDispute2","value":"shell-052","label":"Aug 15 • Shell Gas • $52.10"},{"component":"SelectItem","id":"siDispute3","value":"netflix-015","label":"Aug 14 • Netflix • $15.99"},{"component":"FormControl","id":"fcDisputeReason","label":"Reason","input":"selectReason"},{"component":"Select","id":"selectReason","name":"disputeReason","items":["siReason1","siReason2","siReason3","siReason4"],"placeholder":"Select reason"},{"component":"SelectItem","id":"siReason1","value":"not_me","label":"I didn't authorize this"},{"component":"SelectItem","id":"siReason2","value":"duplicate","label":"Duplicate charge"},{"component":"SelectItem","id":"siReason3","value":"wrong_amount","label":"Wrong amount"},{"component":"SelectItem","id":"siReason4","value":"not_received","label":"Didn't receive goods/service"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..e5767f1f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-bank__r4.txt
@@ -0,0 +1,837 @@
+Your personal banking home is ready — all 11 requested controls on one screen.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "banking-home",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "banking-home",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "variant": "clear",
+        "children": [
+          "header",
+          "balancesRow",
+          "statsRow",
+          "transactionsCard",
+          "goalsScoreRow",
+          "actionsRow",
+          "disputeCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Good morning, Alex",
+        "subtitle": "Personal Banking Home • Last login today at 8:42 AM"
+      },
+      {
+        "id": "balancesRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "cardChecking",
+          "cardSavings",
+          "cardCredit"
+        ]
+      },
+      {
+        "id": "cardChecking",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "checkingTitle",
+          "checkingBalance",
+          "checkingSub",
+          "checkingTag"
+        ]
+      },
+      {
+        "id": "cardSavings",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "savingsTitle",
+          "savingsBalance",
+          "savingsSub",
+          "savingsTag"
+        ]
+      },
+      {
+        "id": "cardCredit",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "creditTitle",
+          "creditBalance",
+          "creditSub",
+          "creditTag"
+        ]
+      },
+      {
+        "id": "checkingTitle",
+        "component": "TextContent",
+        "text": "Checking •• 4821",
+        "size": "small-heavy"
+      },
+      {
+        "id": "checkingBalance",
+        "component": "Heading",
+        "text": "$8,420.18",
+        "level": "h2"
+      },
+      {
+        "id": "checkingSub",
+        "component": "TextContent",
+        "text": "Available balance",
+        "size": "small"
+      },
+      {
+        "id": "checkingTag",
+        "component": "Tag",
+        "text": "Primary",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "savingsTitle",
+        "component": "TextContent",
+        "text": "Savings •• 7734",
+        "size": "small-heavy"
+      },
+      {
+        "id": "savingsBalance",
+        "component": "Heading",
+        "text": "$24,150.75",
+        "level": "h2"
+      },
+      {
+        "id": "savingsSub",
+        "component": "TextContent",
+        "text": "APY 4.10% • Available balance",
+        "size": "small"
+      },
+      {
+        "id": "savingsTag",
+        "component": "Tag",
+        "text": "+ $312 interest this month",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "creditTitle",
+        "component": "TextContent",
+        "text": "Credit Line •• 9012",
+        "size": "small-heavy"
+      },
+      {
+        "id": "creditBalance",
+        "component": "Heading",
+        "text": "$2,840.50",
+        "level": "h2"
+      },
+      {
+        "id": "creditSub",
+        "component": "TextContent",
+        "text": "$12,160 available of $15,000 limit • Due Jun 15",
+        "size": "small"
+      },
+      {
+        "id": "creditTag",
+        "component": "Tag",
+        "text": "Utilization 19%",
+        "variant": "warning",
+        "size": "sm"
+      },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "spendingCard",
+          "billsCard"
+        ]
+      },
+      {
+        "id": "spendingCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "spendingHeader",
+          "spendingChart",
+          "spendingTags"
+        ]
+      },
+      {
+        "id": "spendingHeader",
+        "component": "CardHeader",
+        "title": "Spending by Category",
+        "subtitle": "This month • May 1–18, 2026 • $3,420 total"
+      },
+      {
+        "id": "spendingChart",
+        "component": "PieChart",
+        "labels": [
+          "Housing",
+          "Groceries",
+          "Dining",
+          "Transport",
+          "Shopping",
+          "Bills & Utilities"
+        ],
+        "values": [
+          1250,
+          580,
+          420,
+          310,
+          480,
+          380
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "spendingTags",
+        "component": "TagBlock",
+        "tags": [
+          "Housing 36%",
+          "Groceries 17%",
+          "Shopping 14%",
+          "Dining 12%"
+        ]
+      },
+      {
+        "id": "billsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "billsHeader",
+          "billsList",
+          "billsAlert"
+        ]
+      },
+      {
+        "id": "billsHeader",
+        "component": "CardHeader",
+        "title": "Bills Due Soon",
+        "subtitle": "Next 14 days • 3 bills • $2,245 total"
+      },
+      {
+        "id": "billsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "bill1",
+          "bill2",
+          "bill3"
+        ]
+      },
+      {
+        "id": "bill1",
+        "component": "ListItem",
+        "title": "Mortgage — $1,850.00",
+        "subtitle": "Due May 28 • Autopay scheduled • Chase Mortgage"
+      },
+      {
+        "id": "bill2",
+        "component": "ListItem",
+        "title": "Electric — $142.30",
+        "subtitle": "Due May 24 • 6 days left • PG&E"
+      },
+      {
+        "id": "bill3",
+        "component": "ListItem",
+        "title": "Internet — $89.99",
+        "subtitle": "Due Jun 01 • 14 days left • Comcast"
+      },
+      {
+        "id": "billsAlert",
+        "component": "Alert",
+        "title": "2 bills due within 7 days",
+        "description": "Ensure your checking balance covers $1,992.30 by May 28 to avoid late fees.",
+        "variant": "warning"
+      },
+      {
+        "id": "transactionsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "transactionsHeader",
+          "transactionsTable",
+          "transactionsFooter"
+        ]
+      },
+      {
+        "id": "transactionsHeader",
+        "component": "CardHeader",
+        "title": "Recent Transactions",
+        "subtitle": "Merchant and amount • Tap Dispute for help"
+      },
+      {
+        "id": "transactionsTable",
+        "component": "Table",
+        "columns": [
+          "colMerchant",
+          "colDate",
+          "colAmount",
+          "colCategory"
+        ]
+      },
+      {
+        "id": "colMerchant",
+        "component": "Col",
+        "label": "Merchant",
+        "data": [
+          "Whole Foods Market",
+          "Shell Gas Station",
+          "Netflix",
+          "Starbucks",
+          "United Airlines",
+          "Target"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colDate",
+        "component": "Col",
+        "label": "Date",
+        "data": [
+          "May 17",
+          "May 16",
+          "May 15",
+          "May 14",
+          "May 12",
+          "May 11"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAmount",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "-$84.32",
+          "-$52.10",
+          "-$15.99",
+          "-$6.45",
+          "-$342.00",
+          "-$127.88"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colCategory",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "Groceries",
+          "Transport",
+          "Bills",
+          "Dining",
+          "Travel",
+          "Shopping"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transactionsFooter",
+        "component": "TextContent",
+        "text": "Showing 6 most recent • Use statement period selector below to view more. To dispute, use the button below.",
+        "size": "small"
+      },
+      {
+        "id": "goalsScoreRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "vacationCard",
+          "scoreCard"
+        ]
+      },
+      {
+        "id": "vacationCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "vacationHeader",
+          "vacationProgress",
+          "vacationText",
+          "vacationDetail"
+        ]
+      },
+      {
+        "id": "vacationHeader",
+        "component": "CardHeader",
+        "title": "Vacation Savings Goal",
+        "subtitle": "Bali Trip • $10,000 target • Due Dec 2026"
+      },
+      {
+        "id": "vacationProgress",
+        "component": "Progress",
+        "value": 68,
+        "label": "$6,800 of $10,000 saved"
+      },
+      {
+        "id": "vacationText",
+        "component": "TextContent",
+        "text": "68% complete • $3,200 to go • Auto-save $250 on the 15th each month",
+        "size": "small"
+      },
+      {
+        "id": "vacationDetail",
+        "component": "TextContent",
+        "text": "On track to reach goal by November • Boost with round-ups enabled",
+        "size": "small"
+      },
+      {
+        "id": "scoreCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "scoreHeader",
+          "scoreHeading",
+          "scoreBadge",
+          "scoreProgress",
+          "scoreText"
+        ]
+      },
+      {
+        "id": "scoreHeader",
+        "component": "CardHeader",
+        "title": "Credit Score",
+        "subtitle": "Experian • Updated today"
+      },
+      {
+        "id": "scoreHeading",
+        "component": "Heading",
+        "text": "782",
+        "level": "h1"
+      },
+      {
+        "id": "scoreBadge",
+        "component": "Badge",
+        "text": "Very Good",
+        "variant": "secondary"
+      },
+      {
+        "id": "scoreProgress",
+        "component": "Progress",
+        "value": 78,
+        "label": "Range 300–850 • 78th percentile"
+      },
+      {
+        "id": "scoreText",
+        "component": "TextContent",
+        "text": "↑ 12 points this month • Utilization improved, no missed payments",
+        "size": "small"
+      },
+      {
+        "id": "actionsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "moveMoneyCard",
+          "controlsCard"
+        ]
+      },
+      {
+        "id": "moveMoneyCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "moveMoneyHeader",
+          "moveMoneyForm"
+        ]
+      },
+      {
+        "id": "moveMoneyHeader",
+        "component": "CardHeader",
+        "title": "Move Money",
+        "subtitle": "Transfer between your accounts"
+      },
+      {
+        "id": "moveMoneyForm",
+        "component": "Form",
+        "name": "moveMoney",
+        "buttons": "moveButtons",
+        "fields": [
+          "fromControl",
+          "toControl",
+          "amountControl"
+        ]
+      },
+      {
+        "id": "fromControl",
+        "component": "FormControl",
+        "label": "From",
+        "input": "fromSelect"
+      },
+      {
+        "id": "fromSelect",
+        "component": "Select",
+        "name": "fromAccount",
+        "placeholder": "Select account",
+        "items": [
+          "fromChecking",
+          "fromSavings",
+          "fromCredit"
+        ]
+      },
+      {
+        "id": "fromChecking",
+        "component": "SelectItem",
+        "value": "checking",
+        "label": "Checking ••4821 ($8,420.18)"
+      },
+      {
+        "id": "fromSavings",
+        "component": "SelectItem",
+        "value": "savings",
+        "label": "Savings ••7734 ($24,150.75)"
+      },
+      {
+        "id": "fromCredit",
+        "component": "SelectItem",
+        "value": "credit",
+        "label": "Credit ••9012 ($2,840.50 owed)"
+      },
+      {
+        "id": "toControl",
+        "component": "FormControl",
+        "label": "To",
+        "input": "toSelect"
+      },
+      {
+        "id": "toSelect",
+        "component": "Select",
+        "name": "toAccount",
+        "placeholder": "Select account",
+        "items": [
+          "toChecking",
+          "toSavings",
+          "toCredit"
+        ]
+      },
+      {
+        "id": "toChecking",
+        "component": "SelectItem",
+        "value": "checking",
+        "label": "Checking ••4821"
+      },
+      {
+        "id": "toSavings",
+        "component": "SelectItem",
+        "value": "savings",
+        "label": "Savings ••7734"
+      },
+      {
+        "id": "toCredit",
+        "component": "SelectItem",
+        "value": "credit",
+        "label": "Credit ••9012 — Pay balance"
+      },
+      {
+        "id": "amountControl",
+        "component": "FormControl",
+        "label": "Amount",
+        "hint": "Enter amount to transfer",
+        "input": "amountInput"
+      },
+      {
+        "id": "amountInput",
+        "component": "Input",
+        "name": "amount",
+        "placeholder": "$0.00",
+        "type": "number"
+      },
+      {
+        "id": "moveButtons",
+        "component": "Buttons",
+        "buttons": [
+          "moveButton",
+          "moveButtonSecondary"
+        ]
+      },
+      {
+        "id": "moveButton",
+        "component": "Button",
+        "label": "Transfer Now",
+        "variant": "primary"
+      },
+      {
+        "id": "moveButtonSecondary",
+        "component": "Button",
+        "label": "Schedule Transfer",
+        "variant": "secondary"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "controlsHeader",
+          "freezeSwitchGroup",
+          "separator1",
+          "statementHeader",
+          "statementSelect",
+          "statementDatePicker",
+          "separator2",
+          "alertsHeader",
+          "alertsSwitchGroup"
+        ]
+      },
+      {
+        "id": "controlsHeader",
+        "component": "CardHeader",
+        "title": "Account Controls",
+        "subtitle": "Security, statements & alerts"
+      },
+      {
+        "id": "freezeSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "freezeControls",
+        "items": [
+          "freezeItem"
+        ]
+      },
+      {
+        "id": "freezeItem",
+        "component": "SwitchItem",
+        "name": "freezeCredit",
+        "label": "Freeze Credit Line ••9012",
+        "description": "Instantly block new purchases. Recurring payments still process."
+      },
+      {
+        "id": "separator1",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "statementHeader",
+        "component": "TextContent",
+        "text": "Statement Period",
+        "size": "small-heavy"
+      },
+      {
+        "id": "statementSelect",
+        "component": "Select",
+        "name": "statementPeriod",
+        "placeholder": "Choose period",
+        "items": [
+          "stmtMay",
+          "stmtApr",
+          "stmtMar",
+          "stmtCustom"
+        ]
+      },
+      {
+        "id": "stmtMay",
+        "component": "SelectItem",
+        "value": "may2026",
+        "label": "May 2026 (Current)"
+      },
+      {
+        "id": "stmtApr",
+        "component": "SelectItem",
+        "value": "apr2026",
+        "label": "April 2026"
+      },
+      {
+        "id": "stmtMar",
+        "component": "SelectItem",
+        "value": "mar2026",
+        "label": "March 2026"
+      },
+      {
+        "id": "stmtCustom",
+        "component": "SelectItem",
+        "value": "custom",
+        "label": "Custom Range"
+      },
+      {
+        "id": "statementDatePicker",
+        "component": "DatePicker",
+        "name": "customRange",
+        "mode": "range"
+      },
+      {
+        "id": "separator2",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "alertsHeader",
+        "component": "TextContent",
+        "text": "Manage Alert Triggers",
+        "size": "small-heavy"
+      },
+      {
+        "id": "alertsSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "alertTriggers",
+        "items": [
+          "alertLarge",
+          "alertLow",
+          "alertBill",
+          "alertIntl"
+        ]
+      },
+      {
+        "id": "alertLarge",
+        "component": "SwitchItem",
+        "name": "alertLarge",
+        "label": "Large transactions > $500",
+        "description": "Push + email",
+        "defaultChecked": true
+      },
+      {
+        "id": "alertLow",
+        "component": "SwitchItem",
+        "name": "alertLow",
+        "label": "Low balance < $500",
+        "description": "Push notification",
+        "defaultChecked": true
+      },
+      {
+        "id": "alertBill",
+        "component": "SwitchItem",
+        "name": "alertBill",
+        "label": "Bill due in 3 days",
+        "description": "Email reminder",
+        "defaultChecked": false
+      },
+      {
+        "id": "alertIntl",
+        "component": "SwitchItem",
+        "name": "alertIntl",
+        "label": "International purchase",
+        "description": "Push + SMS",
+        "defaultChecked": true
+      },
+      {
+        "id": "disputeCard",
+        "component": "Card",
+        "variant": "sunk",
+        "children": [
+          "disputeHeader",
+          "disputeText",
+          "disputeDialog"
+        ]
+      },
+      {
+        "id": "disputeHeader",
+        "component": "CardHeader",
+        "title": "Need help with a transaction?",
+        "subtitle": "Dispute a charge in seconds"
+      },
+      {
+        "id": "disputeText",
+        "component": "TextContent",
+        "text": "Select any recent transaction and tell us the issue. Cases are typically resolved in 2–3 business days.",
+        "size": "small"
+      },
+      {
+        "id": "disputeDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Dispute a Transaction",
+        "title": "Dispute Transaction",
+        "description": "Choose the transaction and reason. We'll freeze the charge while we review.",
+        "content": [
+          "disputeTxControl",
+          "disputeReasonControl",
+          "disputeButtons"
+        ],
+        "triggerVariant": "outline"
+      },
+      {
+        "id": "disputeTxControl",
+        "component": "FormControl",
+        "label": "Transaction to dispute",
+        "input": "disputeTxSelect"
+      },
+      {
+        "id": "disputeTxSelect",
+        "component": "Select",
+        "name": "disputeTx",
+        "placeholder": "Select transaction",
+        "items": [
+          "dTx1",
+          "dTx2",
+          "dTx3",
+          "dTx4"
+        ]
+      },
+      {
+        "id": "dTx1",
+        "component": "SelectItem",
+        "value": "wholefoods-84",
+        "label": "Whole Foods • May 17 • $84.32"
+      },
+      {
+        "id": "dTx2",
+        "component": "SelectItem",
+        "value": "shell-52",
+        "label": "Shell Gas • May 16 • $52.10"
+      },
+      {
+        "id": "dTx3",
+        "component": "SelectItem",
+        "value": "united-342",
+        "label": "United Airlines • May 12 • $342.00"
+      },
+      {
+        "id": "dTx4",
+        "component": "SelectItem",
+        "value": "target-127",
+        "label": "Target • May 11 • $127.88"
+      },
+      {
+        "id": "disputeReasonControl",
+        "component": "FormControl",
+        "label": "Reason for dispute",
+        "hint": "Fraud, duplicate charge, wrong amount, etc.",
+        "input": "disputeReason"
+      },
+      {
+        "id": "disputeReason",
+        "component": "TextArea",
+        "name": "disputeReason",
+        "placeholder": "Describe the issue...",
+        "rows": 3
+      },
+      {
+        "id": "disputeButtons",
+        "component": "Buttons",
+        "buttons": [
+          "disputeSubmit"
+        ]
+      },
+      {
+        "id": "disputeSubmit",
+        "component": "Button",
+        "label": "Submit Dispute",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..0b9ec54ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r1.txt
@@ -0,0 +1,5 @@
+Your cross-platform creator studio is live — all 11 items in one view. Filter by platform to narrow every metric.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"creator-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","tabs","scheduleSection"],"direction":"column","gap":"m"},{"component":"Card","id":"headerCard","children":["heading","platformFilterControl"],"direction":"row","justify":"between","align":"center","variant":"clear"},{"component":"Heading","id":"heading","text":"Creator Studio","level":"h1"},{"component":"FormControl","id":"platformFilterControl","label":"Narrow to platform","input":"platformSelect","hint":"Filters all metrics below"},{"component":"Select","id":"platformSelect","name":"platformFilter","placeholder":"All Platforms","items":["platformAll","platformIG","platformTT","platformYT","platformX"],"value":"all"},{"component":"SelectItem","id":"platformAll","component":"SelectItem","value":"all","label":"All Platforms"},{"component":"SelectItem","id":"platformIG","component":"SelectItem","value":"instagram","label":"Instagram"},{"component":"SelectItem","id":"platformTT","component":"SelectItem","value":"tiktok","label":"TikTok"},{"component":"SelectItem","id":"platformYT","component":"SelectItem","value":"youtube","label":"YouTube"},{"component":"SelectItem","id":"platformX","component":"SelectItem","value":"x","label":"X (Twitter)"},{"component":"Card","id":"kpiRow","children":["followerCard","engagementCard","earningsCard","bestHourCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"followerCard","children":["followerHeader","followerTotalText","followerGrowthText","followerGrowthChart"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"followerHeader","component":"CardHeader","title":"Follower Total","subtitle":"Growth — past 30 days"},{"component":"TextContent","id":"followerTotalText","component":"TextContent","text":"842.5K","size":"large-heavy"},{"component":"TextContent","id":"followerGrowthText","component":"TextContent","text":"+4.2% • +33.8K in last 30 days","size":"small"},{"component":"LineChart","id":"followerGrowthChart","component":"LineChart","labels":["Apr 21","Apr 28","May 5","May 12","May 19"],"series":["followerSeries"],"variant":"natural","yLabel":"Followers"},{"component":"Series","id":"followerSeries","component":"Series","category":"Followers","values":[810000,822000,831000,838000,842500]},{"component":"Card","id":"engagementCard","children":["engagementHeader","engagementProgress","engagementText","engagementHint"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"engagementHeader","component":"CardHeader","title":"Engagement Rate","subtitle":"Avg last 30 days"},{"component":"Progress","id":"engagementProgress","component":"Progress","value":68,"label":"6.8%"},{"component":"TextContent","id":"engagementText","component":"TextContent","text":"6.8% — above your 5.2% baseline","size":"default"},{"component":"TextContent","id":"engagementHint","component":"TextContent","text":"Likes + comments ÷ reach • Peak 8.1% on May 14","size":"small"},{"component":"Card","id":"earningsCard","children":["earningsHeader","earningsTotalText","earningsSub","earningsChart"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"earningsHeader","component":"CardHeader","title":"Earnings This Month","subtitle":"May 1 — May 19"},{"component":"TextContent","id":"earningsTotalText","component":"TextContent","text":"$12,430","size":"large-heavy"},{"component":"TextContent","id":"earningsSub","component":"TextContent","text":"+18% vs April • 3 payouts pending","size":"small"},{"component":"BarChart","id":"earningsChart","component":"BarChart","labels":["Sponsors","Ad Rev","Affiliate","Tips"],"series":["earningsSeries"],"variant":"stacked","yLabel":"USD"},{"component":"Series","id":"earningsSeries","component":"Series","category":"USD","values":[6500,3200,1800,930]},{"component":"Card","id":"bestHourCard","children":["bestHourHeader","bestHourTimeText","bestHourSub","hourlyChart"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"bestHourHeader","component":"CardHeader","title":"Best Hour to Post","subtitle":"Based on history (90 days)"},{"component":"TextContent","id":"bestHourTimeText","component":"TextContent","text":"7 PM – 9 PM EST","size":"large-heavy"},{"component":"TextContent","id":"bestHourSub","component":"TextContent","text":"Wed & Thu peak • 34% higher reach than average","size":"small"},{"component":"BarChart","id":"hourlyChart","component":"BarChart","labels":["9AM","12PM","3PM","7PM","9PM","11PM"],"series":["hourlySeries"],"variant":"grouped","yLabel":"Avg Reach (K)"},{"component":"Series","id":"hourlySeries","component":"Series","category":"Avg Reach","values":[45,62,58,112,108,41]},{"component":"Tabs","id":"tabs","component":"Tabs","items":["tabAnalytics","tabContent","tabCommunity"]},{"component":"TabItem","id":"tabAnalytics","component":"TabItem","value":"analytics","trigger":"Analytics","content":["analyticsRow"]},{"component":"Card","id":"analyticsRow","children":["audienceCard","growthDetailCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"audienceCard","children":["audienceHeader","audiencePie","audienceLegendText"],"variant":"sunk","gap":"s"},{"component":"CardHeader","id":"audienceHeader","component":"CardHeader","title":"Audience Split by Platform","subtitle":"842.5K total followers"},{"component":"PieChart","id":"audiencePie","component":"PieChart","labels":["Instagram","TikTok","YouTube","X"],"values":[42,31,18,9],"variant":"donut"},{"component":"TextContent","id":"audienceLegendText","component":"TextContent","text":"IG 353K (42%) • TT 261K (31%) • YT 152K (18%) • X 76K (9%)","size":"small"},{"component":"Card","id":"growthDetailCard","children":["growthDetailHeader","growthDetailText","growthDetailCallout"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"growthDetailHeader","component":"CardHeader","title":"Follower Growth Detail","subtitle":"Past month trend"},{"component":"MarkDownRenderer","id":"growthDetailText","component":"MarkDownRenderer","textMarkdown":"Grew **+33.8K** followers in 30 days. **TikTok drove 58%** of new follows, Instagram 27%. Engagement stayed at **6.8%** despite growth.\n\nUse the **platform filter above** to narrow this chart and all KPIs."},{"component":"Callout","id":"growthDetailCallout","component":"Callout","variant":"info","title":"Tip","description":"Your audience is most active Wed/Thu 7-9PM — schedule then to sustain growth."},{"component":"TabItem","id":"tabContent","component":"TabItem","value":"content","trigger":"Content","content":["contentRow"]},{"component":"Card","id":"contentRow","children":["bestPostsCard","scheduledCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"bestPostsCard","children":["bestPostsHeader","bestPostsChart","bestPostsTable"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"bestPostsHeader","component":"CardHeader","title":"Best Posts This Month","subtitle":"Top 3 by reach"},{"component":"HorizontalBarChart","id":"bestPostsChart","component":"HorizontalBarChart","labels":["Studio Tour","Editing Workflow","Q&A Haul"],"series":["bestPostsSeries"],"variant":"grouped","xLabel":"Reach"},{"component":"Series","id":"bestPostsSeries","component":"Series","category":"Reach","values":[1200000,892000,745000]},{"component":"Table","id":"bestPostsTable","component":"Table","columns":["colPost","colPlatform","colReach"]},{"component":"Col","id":"colPost","component":"Col","label":"Post","data":["GRWM: Studio Tour","My Editing Workflow","Q&A + Brand Haul"],"type":"string"},{"component":"Col","id":"colPlatform","component":"Col","label":"Platform","data":["TikTok","YouTube","Instagram"],"type":"string"},{"component":"Col","id":"colReach","component":"Col","label":"Reach","data":["1.2M","892K","745K"],"type":"string"},{"component":"Card","id":"scheduledCard","children":["scheduledHeader","scheduledList","calendarBlock","scheduledCountText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"scheduledHeader","component":"CardHeader","title":"Posts Scheduled This Week","subtitle":"5 posts queued • Next in 14h"},{"component":"ListBlock","id":"scheduledList","component":"ListBlock","variant":"number","items":["sched1","sched2","sched3","sched4","sched5"]},{"component":"ListItem","id":"sched1","component":"ListItem","title":"Mon 9:00 AM — IG Reel","subtitle":"Morning routine: 5am club • Auto-publish"},{"component":"ListItem","id":"sched2","component":"ListItem","title":"Tue 7:00 PM — TikTok","subtitle":"Transition challenge • Draft ready"},{"component":"ListItem","id":"sched3","component":"ListItem","title":"Wed 8:00 PM — YT Short","subtitle":"Behind the scenes • Scheduled"},{"component":"ListItem","id":"sched4","component":"ListItem","title":"Thu 7:00 PM — IG Carousel","subtitle":"Photo dump + captions • Needs cover"},{"component":"ListItem","id":"sched5","component":"ListItem","title":"Fri 6:00 PM — X Post","subtitle":"Weekly recap thread • Scheduled"},{"component":"CalendarBlock","id":"calendarBlock","component":"CalendarBlock","mode":"single","captionLayout":"label","numberOfMonths":1},{"component":"TextContent","id":"scheduledCountText","component":"TextContent","text":"All times in EST • Drag to reschedule in calendar","size":"small"},{"component":"TabItem","id":"tabCommunity","component":"TabItem","value":"community","trigger":"Community & Collabs","content":["communityRow"]},{"component":"Card","id":"communityRow","children":["commentsCard","collabCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"commentsCard","children":["commentsHeader","commentsAlert","commentsList"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"commentsHeader","component":"CardHeader","title":"Comments Waiting for Reply","subtitle":"23 unanswered • 8 older than 24h"},{"component":"Alert","id":"commentsAlert","component":"Alert","title":"Response time slipping","description":"Avg reply time 6h — reply to the 8 oldest first to boost engagement.","variant":"warning"},{"component":"ListBlock","id":"commentsList","component":"ListBlock","items":["comment1","comment2","comment3"]},{"component":"ListItem","id":"comment1","component":"ListItem","title":"@mika_lee on “Studio Tour”","subtitle":"“Where did you get that light?? 😍” • 2h ago • TikTok"},{"component":"ListItem","id":"comment2","component":"ListItem","title":"@jordan.codes on “Editing Workflow”","subtitle":"“What software do you use for captions?” • 5h ago • YouTube"},{"component":"ListItem","id":"comment3","component":"ListItem","title":"@sara.moves on “Q&A Haul”","subtitle":"“Collab with GlowSkin was 🔥 when’s part 2?” • 11h ago • Instagram"},{"component":"Card","id":"collabCard","children":["collabHeader","collabTable","collabCallout"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"collabHeader","component":"CardHeader","title":"Pending Collaboration Requests","subtitle":"4 requests • $8,600 potential"},{"component":"Table","id":"collabTable","component":"Table","columns":["colBrand","colOffer","colDue"]},{"component":"Col","id":"colBrand","component":"Col","label":"Brand","data":["GlowSkin","TechGear Co","Notion Creators","Aero Coffee"],"type":"string"},{"component":"Col","id":"colOffer","component":"Col","label":"Offer","data":["$2,500 • IG Reel","$4,000 • YT Review","$1,200 • X Thread","$900 + gifting"],"type":"string"},{"component":"Col","id":"colDue","component":"Col","label":"Reply by","data":["May 28","Jun 02","May 30","Jun 05"],"type":"string"},{"component":"TextCallout","id":"collabCallout","component":"TextCallout","variant":"info","title":"$8,600 on the table","description":"Reply within 48h to keep priority placement. TechGear is highest value."},{"component":"Card","id":"scheduleSection","children":["scheduleHeader","scheduleForm"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"scheduleHeader","component":"CardHeader","title":"Schedule a Post","subtitle":"Add caption and time — publishes to selected platform"},{"component":"Form","id":"scheduleForm","component":"Form","name":"schedulePost","buttons":"scheduleButtons","fields":["captionControl","platformControl","timeControl"]},{"component":"FormControl","id":"captionControl","component":"FormControl","label":"Caption","input":"captionInput","hint":"Hashtags auto-suggested • @mentions supported"},{"component":"TextArea","id":"captionInput","component":"TextArea","name":"caption","placeholder":"What's happening? Add your caption, hashtags, mentions...","rows":4},{"component":"FormControl","id":"platformControl","component":"FormControl","label":"Platform","input":"postPlatformSelect"},{"component":"Select","id":"postPlatformSelect","component":"Select","name":"postPlatform","placeholder":"Choose platform","items":["postPlatformIG","postPlatformTT","postPlatformYT","postPlatformX"]},{"component":"SelectItem","id":"postPlatformIG","component":"SelectItem","value":"instagram","label":"Instagram"},{"component":"SelectItem","id":"postPlatformTT","component":"SelectItem","value":"tiktok","label":"TikTok"},{"component":"SelectItem","id":"postPlatformYT","component":"SelectItem","value":"youtube","label":"YouTube"},{"component":"SelectItem","id":"postPlatformX","component":"SelectItem","value":"x","label":"X (Twitter)"},{"component":"FormControl","id":"timeControl","component":"FormControl","label":"Date & Time","input":"postDatePicker","hint":"Suggested: Wed/Thu 7-9 PM EST for max reach"},{"component":"DatePicker","id":"postDatePicker","component":"DatePicker","name":"postTime","mode":"single"},{"component":"Buttons","id":"scheduleButtons","component":"Buttons","buttons":["scheduleBtn","draftBtn"],"direction":"row"},{"component":"Button","id":"scheduleBtn","component":"Button","label":"Schedule Post","variant":"primary"},{"component":"Button","id":"draftBtn","component":"Button","label":"Save as Draft","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..2bbac0b65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r2.txt
@@ -0,0 +1,19 @@
+Your cross-platform creator studio is live — all 11 items in one screen:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"creator-studio-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio-001","components":[{"component":"Card","id":"root","children":["header","filterCard","metricsRow","chartsRow","bestPostsCard","scheduledCommentsRow","collabCard","scheduleFormCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Creator Studio","subtitle":"Cross-platform command center • June 17, 2026 • All data updates when you filter by platform"},{"component":"Card","id":"filterCard","children":["filterLabel","platformFilterSelect"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"TextContent","id":"filterLabel","text":"**Narrow everything to one platform:**","size":"small-heavy"},{"component":"Select","id":"platformFilterSelect","name":"platformFilter","items":["si_all","si_ig","si_tt","si_yt","si_x"],"placeholder":"All Platforms","value":"all","size":"medium"},{"component":"SelectItem","id":"si_all","value":"all","label":"All Platforms"},{"component":"SelectItem","id":"si_ig","value":"instagram","label":"Instagram"},{"component":"SelectItem","id":"si_tt","value":"tiktok","label":"TikTok"},{"component":"SelectItem","id":"si_yt","value":"youtube","label":"YouTube"},{"component":"SelectItem","id":"si_x","value":"x","label":"X (Twitter)"},{"component":"Card","id":"metricsRow","children":["followerCard","engagementCard","earningsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"followerCard","children":["followerHeader","followerStats","followerGrowthChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"followerHeader","title":"Followers","subtitle":"Total + growth past 30 days"},{"component":"TextContent","id":"followerStats","text":"**284,700** total followers  •  **+8.2%** (+21,500) last 30 days","size":"large"},{"component":"LineChart","id":"followerGrowthChart","labels":["May 20","May 27","Jun 3","Jun 10","Jun 17"],"series":["followerSeries"],"variant":"natural","yLabel":"Followers","xLabel":"Date"},{"component":"Series","id":"followerSeries","category":"Followers","values":[261200,268500,274200,281000,284700]},{"component":"Card","id":"engagementCard","children":["engagementHeader","engagementProgress","engagementText","engagementSubtext"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"engagementHeader","title":"Engagement Rate","subtitle":"Avg. across all platforms"},{"component":"Progress","id":"engagementProgress","value":6.8,"label":"6.8% avg. last 30 days"},{"component":"TextContent","id":"engagementText","text":"**6.8%** — up 0.9% vs last month. Top performing platform: TikTok (8.4%)","size":"default"},{"component":"TextContent","id":"engagementSubtext","text":"Likes + comments + shares ÷ reach","size":"small"},{"component":"Card","id":"earningsCard","children":["earningsHeader","earningsText","earningsSubtext2","earningsBadge"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"earningsHeader","title":"Earnings This Month","subtitle":"June 1-17, 2026"},{"component":"TextContent","id":"earningsText","text":"**$8,420**","size":"large-heavy"},{"component":"TextContent","id":"earningsSubtext2","text":"+22% vs May • $12,500 projected","size":"small"},{"component":"Badge","id":"earningsBadge","text":"Paid: $5,100 • Pending: $3,320","variant":"secondary"},{"component":"Card","id":"chartsRow","children":["audienceCard","bestHourCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"audienceCard","children":["audienceHeader","audiencePie","audienceCaption"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"audienceHeader","title":"Audience Split by Platform","subtitle":"Share of total followers"},{"component":"PieChart","id":"audiencePie","labels":["Instagram","TikTok","YouTube","X"],"values":[42,31,18,9],"variant":"donut"},{"component":"TextContent","id":"audienceCaption","text":"Instagram 42% (119K) • TikTok 31% (88K) • YouTube 18% (51K) • X 9% (26K)","size":"small"},{"component":"Card","id":"bestHourCard","children":["bestHourHeader","bestHourChart","bestHourText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"bestHourHeader","title":"Best Hour to Post","subtitle":"Based on last 90 days history"},{"component":"BarChart","id":"bestHourChart","labels":["6AM","9AM","12PM","3PM","6PM","9PM"],"series":["bestHourSeries"],"variant":"grouped","xLabel":"Hour (EST)","yLabel":"Avg Engagement %"},{"component":"Series","id":"bestHourSeries","category":"Engagement","values":[2.1,3.4,4.8,5.2,6.8,4.1]},{"component":"Callout","id":"bestHourText","variant":"success","title":"Post at 6:00 PM - 7:00 PM EST","description":"34% higher engagement than average. Tuesday & Thursday peak."},{"component":"Card","id":"bestPostsCard","children":["bestPostsHeader","bestPostsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"bestPostsHeader","title":"Best Posts This Month","subtitle":"Ranked by reach • June 2026"},{"component":"Table","id":"bestPostsTable","columns":["col_post","col_platform","col_reach","col_engagement"]},{"component":"Col","id":"col_post","label":"Post","data":["GRWM: Summer festival look","POV: You hired the wrong editor 😂","My $0 to $10K creator journey","Morning routine at 5AM"],"type":"string"},{"component":"Col","id":"col_platform","label":"Platform","data":["TikTok","Instagram Reels","YouTube Shorts","Instagram"],"type":"string"},{"component":"Col","id":"col_reach","label":"Reach","data":["412K","298K","187K","142K"],"type":"string"},{"component":"Col","id":"col_engagement","label":"Engagement","data":["9.2%","8.7%","7.9%","6.5%"],"type":"string"},{"component":"Card","id":"scheduledCommentsRow","children":["scheduledCard","commentsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"scheduledCard","children":["scheduledHeader","scheduledTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"scheduledHeader","title":"Posts Scheduled This Week","subtitle":"3 posts queued"},{"component":"Table","id":"scheduledTable","columns":["col_sched_day","col_sched_caption","col_sched_time"]},{"component":"Col","id":"col_sched_day","label":"Day","data":["Tue, Jun 18","Thu, Jun 20","Fri, Jun 21"],"type":"string"},{"component":"Col","id":"col_sched_caption","label":"Caption","data":["Behind the scenes of my shoot...","My morning routine (no gatekeeping)","Q&A: You asked, I answered"],"type":"string"},{"component":"Col","id":"col_sched_time","label":"Time / Platform","data":["10:00 AM • IG","7:00 PM • TikTok","6:00 PM • YouTube"],"type":"string"},{"component":"Card","id":"commentsCard","children":["commentsHeader","commentsList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"commentsHeader","title":"Comments Waiting for Reply","subtitle":"7 awaiting response • oldest 3 shown"},{"component":"ListBlock","id":"commentsList","items":["comment1","comment2","comment3"],"variant":"number"},{"component":"ListItem","id":"comment1","title":"@mika_loves: “What camera do you use??”","subtitle":"TikTok • on 'GRWM' • 2h ago","actionLabel":"Reply"},{"component":"ListItem","id":"comment2","title":"@jordan.p: “This helped me land my first brand deal!”","subtitle":"YouTube • 5h ago","actionLabel":"Reply"},{"component":"ListItem","id":"comment3","title":"@sarah.codes: “Can you share the preset?”","subtitle":"Instagram • 8h ago","actionLabel":"Reply"},{"component":"Card","id":"collabCard","children":["collabHeader","collabTable","collabActions"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"collabHeader","title":"Pending Collaboration Requests","subtitle":"3 brands waiting for your approval"},{"component":"Table","id":"collabTable","columns":["col_collab_brand","col_collab_offer","col_collab_payout","col_collab_deadline"]},{"component":"Col","id":"col_collab_brand","label":"Brand","data":["Sephora","Gymshark","Notion"],"type":"string"},{"component":"Col","id":"col_collab_offer","label":"Offer","data":["3x IG Reels + Story","1x TikTok + UGC pack","YouTube integration 60s"],"type":"string"},{"component":"Col","id":"col_collab_payout","label":"Payout","data":["$1,200","$2,500","$900"],"type":"string"},{"component":"Col","id":"col_collab_deadline","label":"Reply By","data":["Jun 19","Jun 22","Jun 20"],"type":"string"},{"component":"Buttons","id":"collabActions","buttons":["btn_accept","btn_view"],"direction":"row"},{"component":"Button","id":"btn_accept","label":"Review Requests","variant":"primary"},{"component":"Button","id":"btn_view","label":"Decline","variant":"secondary"},{"component":"Card","id":"scheduleFormCard","children":["scheduleFormHeader","scheduleForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"scheduleFormHeader","title":"Schedule a Post","subtitle":"Create caption and time — will respect platform filter above"},{"component":"Form","id":"scheduleForm","name":"schedulePost","fields":["fc_platform","fc_caption","fc_schedule"],"buttons":"formButtons"},{"component":"FormControl","id":"fc_platform","label":"Platform","input":"select_platform"},{"component":"Select","id":"select_platform","name":"postPlatform","items":["si_form_ig","si_form_tt","si_form_yt","si_form_x"],"placeholder":"Choose platform"},{"component":"SelectItem","id":"si_form_ig","value":"instagram","label":"Instagram"},{"component":"SelectItem","id":"si_form_tt","value":"tiktok","label":"TikTok"},{"component":"SelectItem","id":"si_form_yt","value":"youtube","label":"YouTube"},{"component":"SelectItem","id":"si_form_x","value":"x","label":"X (Twitter)"},{"component":"FormControl","id":"fc_caption","label":"Caption","input":"textarea_caption","hint":"Add hashtags, mentions, and CTA"},{"component":"TextArea","id":"textarea_caption","name":"caption","placeholder":"Write your caption... e.g., Behind the scenes from today's shoot ✨ #creatorlife","rows":4},{"component":"FormControl","id":"fc_schedule","label":"Date & Time to Post","input":"datepicker_schedule","hint":"Best hour hint: 6 PM EST performs best"},{"component":"DatePicker","id":"datepicker_schedule","name":"scheduleTime","mode":"single"},{"component":"Buttons","id":"formButtons","buttons":["btn_schedule"],"direction":"row"},{"component":"Button","id":"btn_schedule","label":"Schedule Post","variant":"primary"}]}}</a2ui-json>
+
+All 11 items are covered in one scroll:
+
+**1. Follower total + growth** → 284,700 + LineChart (May 20-Jun 17)  
+**2. Engagement rate** → 6.8% with Progress bar  
+**3. Best posts** → Table with reach for each (412K, 298K, etc.)  
+**4. Audience split** → Donut PieChart by platform  
+**5. Scheduled this week** → Table (Tue/Thu/Fri)  
+**6. Best hour** → BarChart + Callout: 6-7 PM EST  
+**7. Comments waiting** → ListBlock with 3 reply-needed comments  
+**8. Earnings** → $8,420 this month card  
+**9. Collaboration requests** → Table with Sephora/Gymshark/Notion  
+**10. Schedule post** → Form with caption + date/time + platform  
+**11. Platform filter** → Top Select (All/Instagram/TikTok/YouTube/X) that narrows everything
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..e3ab59748
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r3.txt
@@ -0,0 +1,7 @@
+Your cross-platform creator studio is live — all 11 items in one screen with platform filtering:
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"creator-studio-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"creator-studio-v1","components":[{"component":"Card","id":"root","variant":"clear","direction":"column","gap":"m","children":["headerCard","platformFilterCard","kpiGrid","analyticsRow","contentRow","scheduleCard","followUpBlock"]},{"component":"Card","id":"headerCard","variant":"card","direction":"column","gap":"xs","children":["headingMain","textSub"]},{"component":"Heading","id":"headingMain","text":"Creator Studio","level":"h1"},{"component":"TextContent","id":"textSub","text":"Your cross-platform command center — track growth, engagement, earnings and stay on top of every post.","size":"small"},{"component":"Card","id":"platformFilterCard","variant":"sunk","direction":"column","gap":"xs","children":["platformTabs"]},{"component":"Tabs","id":"platformTabs","items":["tabAll","tabIG","tabTT","tabYT","tabX"]},{"component":"TabItem","id":"tabAll","value":"all","trigger":"All Platforms","content":[]},{"component":"TabItem","id":"tabIG","value":"instagram","trigger":"Instagram","content":[]},{"component":"TabItem","id":"tabTT","value":"tiktok","trigger":"TikTok","content":[]},{"component":"TabItem","id":"tabYT","value":"youtube","trigger":"YouTube","content":[]},{"component":"TabItem","id":"tabX","value":"x","trigger":"X (Twitter)","content":[]},{"component":"Card","id":"kpiGrid","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["followerCard","engagementCard","earningsCard","bestHourCard"]},{"component":"Card","id":"followerCard","variant":"card","direction":"column","gap":"xs","children":["followerHeader","followerTotalText","followerGrowthText","followerChart"]},{"component":"CardHeader","id":"followerHeader","title":"Followers","subtitle":"Total + growth over past month"},{"component":"TextContent","id":"followerTotalText","text":"**847,320** total followers","size":"large-heavy"},{"component":"TextContent","id":"followerGrowthText","text":"↑ +34,120  (+4.2%) vs last month • 813,200 → 847,320","size":"small"},{"component":"LineChart","id":"followerChart","labels":["Apr 21","Apr 28","May 5","May 12","May 19"],"series":["followerSeries"],"variant":"natural","yLabel":"Followers"},{"component":"Series","id":"followerSeries","category":"Followers","values":[813200,821500,832000,839800,847320]},{"component":"Card","id":"engagementCard","variant":"card","direction":"column","gap":"xs","children":["engagementHeader","engagementRateText","engagementProgress","engagementHint"]},{"component":"CardHeader","id":"engagementHeader","title":"Engagement Rate","subtitle":"Avg. across all platforms"},{"component":"TextContent","id":"engagementRateText","text":"**6.8%**  ↑ +0.9% vs last month","size":"large-heavy"},{"component":"Progress","id":"engagementProgress","value":68,"label":"6.8% engagement"},{"component":"TextContent","id":"engagementHint","text":"Top platform: TikTok 8.4% • Instagram 6.1% • YouTube 5.2%","size":"small"},{"component":"Card","id":"earningsCard","variant":"card","direction":"column","gap":"xs","children":["earningsHeader","earningsTotalText","earningsBreakdownText","earningsChart"]},{"component":"CardHeader","id":"earningsHeader","title":"Earnings","subtitle":"This month (May)"},{"component":"TextContent","id":"earningsTotalText","text":"**$8,420**  • +12% MoM","size":"large-heavy"},{"component":"TextContent","id":"earningsBreakdownText","text":"Brand deals $5,200 • Ad revenue $2,140 • Subs $1,080","size":"small"},{"component":"BarChart","id":"earningsChart","labels":["Brand Deals","Ads","Subs","Tips"],"series":["earningsSeries"],"variant":"stacked","yLabel":"USD"},{"component":"Series","id":"earningsSeries","category":"Earnings","values":[5200,2140,1080,0]},{"component":"Card","id":"bestHourCard","variant":"card","direction":"column","gap":"xs","children":["bestHourHeader","bestHourText","bestHourSub","bestHourChart"]},{"component":"CardHeader","id":"bestHourHeader","title":"Best Hour to Post","subtitle":"Based on history (last 90 days)"},{"component":"TextContent","id":"bestHourText","text":"**7 PM - 9 PM EST**  • Weekdays","size":"large-heavy"},{"component":"TextContent","id":"bestHourSub","text":"Peak engagement Tuesday & Thursday • +38% avg. reach at 8 PM","size":"small"},{"component":"BarChart","id":"bestHourChart","labels":["6am","9am","12pm","3pm","6pm","8pm","10pm"],"series":["bestHourSeries"],"variant":"grouped","yLabel":"Avg. Reach"},{"component":"Series","id":"bestHourSeries","category":"Reach","values":[1200,3400,5800,6200,8900,12400,7100]},{"component":"Card","id":"analyticsRow","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["audienceCard","bestPostsCard","scheduledCard"]},{"component":"Card","id":"audienceCard","variant":"card","direction":"column","gap":"s","children":["audienceHeader","audiencePie"]},{"component":"CardHeader","id":"audienceHeader","title":"Audience Split","subtitle":"By platform • 847k total"},{"component":"PieChart","id":"audiencePie","labels":["Instagram","TikTok","YouTube","X"],"values":[42,31,18,9],"variant":"donut"},{"component":"Card","id":"bestPostsCard","variant":"card","direction":"column","gap":"s","children":["bestPostsHeader","bestPostsTable"]},{"component":"CardHeader","id":"bestPostsHeader","title":"Best Posts This Month","subtitle":"Sorted by reach"},{"component":"Table","id":"bestPostsTable","columns":["colPost","colPlatform","colReach","colEngagement"]},{"component":"Col","id":"colPost","label":"Post","data":["GRWM: Summer Edit","Behind the scenes - Studio Tour","3 Hooks that doubled my views"],"type":"string"},{"component":"Col","id":"colPlatform","label":"Platform","data":["TikTok","Instagram Reel","YouTube Short"],"type":"string"},{"component":"Col","id":"colReach","label":"Reach","data":[342000,287500,198400],"type":"number"},{"component":"Col","id":"colEngagement","label":"Engagement","data":["9.2%","7.8%","6.5%"],"type":"string"},{"component":"Card","id":"scheduledCard","variant":"card","direction":"column","gap":"s","children":["scheduledHeader","scheduledList"]},{"component":"CardHeader","id":"scheduledHeader","title":"Scheduled This Week","subtitle":"4 posts queued"},{"component":"ListBlock","id":"scheduledList","variant":"number","items":["scheduledItem1","scheduledItem2","scheduledItem3","scheduledItem4"]},{"component":"ListItem","id":"scheduledItem1","title":"Mon, May 20 • 8:00 PM - Instagram Reel","subtitle":"Caption: “My 5am routine that actually stuck…” • Ready"},{"component":"ListItem","id":"scheduledItem2","title":"Tue, May 21 • 7:30 PM - TikTok","subtitle":"Caption: “POV: you finally fix your lighting” • Ready"},{"component":"ListItem","id":"scheduledItem3","title":"Thu, May 23 • 8:00 PM - YouTube Short","subtitle":"Caption: “Editing trick in 30 seconds” • Needs thumbnail"},{"component":"ListItem","id":"scheduledItem4","title":"Sat, May 25 • 10:00 AM - X + IG Crosspost","subtitle":"Caption: “Weekly recap thread” • Draft"},{"component":"Card","id":"contentRow","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["commentsCard","collabCard"]},{"component":"Card","id":"commentsCard","variant":"card","direction":"column","gap":"s","children":["commentsHeader","commentsList"]},{"component":"CardHeader","id":"commentsHeader","title":"Comments Waiting for Reply","subtitle":"7 unread • 3 priority"},{"component":"ListBlock","id":"commentsList","variant":"number","items":["comment1","comment2","comment3"]},{"component":"ListItem","id":"comment1","title":"@mika.lee on TikTok: “What camera do you use??”","subtitle":"2h ago • 124 likes • Tap to reply"},{"component":"ListItem","id":"comment2","title":"@jordan.codes on Instagram: “Can you share the preset?”","subtitle":"5h ago • 89 likes • Tap to reply"},{"component":"ListItem","id":"comment3","title":"@alex.studio on YouTube: “Collab when??”","subtitle":"Yesterday • 42 likes • Tap to reply"},{"component":"Card","id":"collabCard","variant":"card","direction":"column","gap":"s","children":["collabHeader","collabTable"]},{"component":"CardHeader","id":"collabHeader","title":"Pending Collaboration Requests","subtitle":"3 awaiting response"},{"component":"Table","id":"collabTable","columns":["colBrand","colOffer","colPlatform2","colDue"]},{"component":"Col","id":"colBrand","label":"Brand","data":["Glow Organics","Rode Mic","Notion"],"type":"string"},{"component":"Col","id":"colOffer","label":"Offer","data":["$2,500 / 1 Reel + Story","$1,200 + gear / 1 TikTok","$800 / 1 YouTube integration"],"type":"string"},{"component":"Col","id":"colPlatform2","label":"Platform","data":["Instagram","TikTok","YouTube"],"type":"string"},{"component":"Col","id":"colDue","label":"Reply By","data":["May 22","May 24","May 26"],"type":"string"},{"component":"Card","id":"scheduleCard","variant":"card","direction":"column","gap":"m","children":["scheduleHeader","scheduleForm"]},{"component":"CardHeader","id":"scheduleHeader","title":"Schedule a Post","subtitle":"Caption + time • filters apply to all metrics above"},{"component":"Form","id":"scheduleForm","name":"schedulePost","buttons":"formButtons","fields":["formCaptionControl","formPlatformControl","formTimeControl"]},{"component":"FormControl","id":"formCaptionControl","label":"Caption","input":"captionInput","hint":"Tip: Keep under 150 chars for best reach on TikTok/Reels"},{"component":"TextArea","id":"captionInput","name":"caption","placeholder":"Write your caption... add #hashtags","rows":3},{"component":"FormControl","id":"formPlatformControl","label":"Platform","input":"platformSelect"},{"component":"Select","id":"platformSelect","name":"platform","placeholder":"Choose platform","items":["platformItemIG","platformItemTT","platformItemYT","platformItemX"]},{"component":"SelectItem","id":"platformItemIG","value":"instagram","label":"Instagram"},{"component":"SelectItem","id":"platformItemTT","value":"tiktok","label":"TikTok"},{"component":"SelectItem","id":"platformItemYT","value":"youtube","label":"YouTube"},{"component":"SelectItem","id":"platformItemX","value":"x","label":"X (Twitter)"},{"component":"FormControl","id":"formTimeControl","label":"Date & Time","input":"timePicker","hint":"Best hour hint: 8 PM EST performs best for your audience"},{"component":"DatePicker","id":"timePicker","name":"scheduledAt","mode":"single"},{"component":"Buttons","id":"formButtons","buttons":["btnSchedule","btnSaveDraft"]},{"component":"Button","id":"btnSchedule","label":"Schedule Post","variant":"primary"},{"component":"Button","id":"btnSaveDraft","label":"Save as Draft","variant":"secondary"},{"component":"FollowUpBlock","id":"followUpBlock","items":["followUpItem1","followUpItem2"]},{"component":"FollowUpItem","id":"followUpItem1","text":"Show only TikTok analytics"},{"component":"FollowUpItem","id":"followUpItem2","text":"Draft a caption for Thursday's YouTube Short"}]}}</a2ui-json>
+
+All 11 requirements are mapped on one screen — use the **All Platforms / Instagram / TikTok / YouTube / X** tabs at the top to instantly narrow *every* metric, chart, and table to one platform.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..db0351de2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-creator__r4.txt
@@ -0,0 +1,604 @@
+Your cross-platform creator studio is ready — all 11 items in one command center:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "Creator Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator-studio",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "headerCard",
+          "filterCard",
+          "kpiRow",
+          "mainContentRow",
+          "bottomRow",
+          "scheduleCard",
+          "followUpBlock"
+        ],
+        "direction": "column",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "headerCard",
+        "children": ["headerHeader"],
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "headerHeader",
+        "title": "Creator Studio — Cross-Platform Command Center",
+        "subtitle": "842.5K total followers • All platforms • Updated just now • Jun 17, 2026"
+      },
+      {
+        "component": "Card",
+        "id": "filterCard",
+        "children": ["filterText", "platformSelect", "platformButtons"],
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "wrap": true
+      },
+      {
+        "component": "TextContent",
+        "id": "filterText",
+        "text": "**Filter view (11):** Narrow everything to one platform",
+        "size": "small-heavy"
+      },
+      {
+        "component": "Select",
+        "id": "platformSelect",
+        "name": "platform_filter",
+        "placeholder": "All Platforms",
+        "items": ["selectItemAll", "selectItemIG", "selectItemTK", "selectItemYT", "selectItemX"],
+        "value": "All Platforms"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemAll",
+        "value": "All Platforms",
+        "label": "All Platforms"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemIG",
+        "value": "Instagram",
+        "label": "Instagram"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemTK",
+        "value": "TikTok",
+        "label": "TikTok"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemYT",
+        "value": "YouTube",
+        "label": "YouTube"
+      },
+      {
+        "component": "SelectItem",
+        "id": "selectItemX",
+        "value": "X",
+        "label": "X (Twitter)"
+      },
+      {
+        "component": "Buttons",
+        "id": "platformButtons",
+        "buttons": ["btnAll", "btnIG", "btnTK", "btnYT"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "btnAll",
+        "label": "All",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "btnIG",
+        "label": "Instagram",
+        "variant": "secondary"
+      },
+      {
+        "component": "Button",
+        "id": "btnTK",
+        "label": "TikTok",
+        "variant": "secondary"
+      },
+      {
+        "component": "Button",
+        "id": "btnYT",
+        "label": "YouTube",
+        "variant": "secondary"
+      },
+      {
+        "component": "Card",
+        "id": "kpiRow",
+        "children": ["followersCard", "engagementCard", "earningsCard", "bestHourCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "followersCard",
+        "children": ["followersHeader", "followersGrowth", "followersChart"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "followersHeader",
+        "title": "842.5K Followers",
+        "subtitle": "1. Follower Total • All platforms"
+      },
+      {
+        "component": "TextContent",
+        "id": "followersGrowth",
+        "text": "▲ +34.5K (+4.2%) past 30 days • +12.1K this week",
+        "size": "small-heavy"
+      },
+      {
+        "component": "AreaChart",
+        "id": "followersChart",
+        "labels": ["May 20", "May 27", "Jun 03", "Jun 10", "Jun 17"],
+        "series": ["followersSeries"],
+        "variant": "natural",
+        "xLabel": "Past Month",
+        "yLabel": "Followers"
+      },
+      {
+        "component": "Series",
+        "id": "followersSeries",
+        "category": "Total Followers",
+        "values": [798000, 810500, 822000, 835200, 842500]
+      },
+      {
+        "component": "Card",
+        "id": "engagementCard",
+        "children": ["engagementHeader", "engagementProgress", "engagementDetail"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "engagementHeader",
+        "title": "6.8% Engagement Rate",
+        "subtitle": "2. Engagement • +0.9% vs last month"
+      },
+      {
+        "component": "Progress",
+        "id": "engagementProgress",
+        "value": 68,
+        "label": "6.8% avg (likes + comments + shares / reach)"
+      },
+      {
+        "component": "TextContent",
+        "id": "engagementDetail",
+        "text": "Top platform: TikTok 8.4% • Instagram 6.1% • YouTube 5.2%",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "earningsCard",
+        "children": ["earningsHeader", "earningsAmount", "earningsBreakdown", "earningsProgress"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "earningsHeader",
+        "title": "$12,840 Earnings",
+        "subtitle": "8. This Month • Payout Jun 30"
+      },
+      {
+        "component": "TextContent",
+        "id": "earningsAmount",
+        "text": "**$12,840** • +18% vs May ($10,880)",
+        "size": "large-heavy"
+      },
+      {
+        "component": "TextContent",
+        "id": "earningsBreakdown",
+        "text": "Brand deals $8,200 • Ad revenue $3,140 • Subs $1,500",
+        "size": "small"
+      },
+      {
+        "component": "Progress",
+        "id": "earningsProgress",
+        "value": 85,
+        "label": "85% to $15K monthly goal"
+      },
+      {
+        "component": "Card",
+        "id": "bestHourCard",
+        "children": ["bestHourHeader", "bestHourChart", "bestHourNote"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "bestHourHeader",
+        "title": "8:00 PM — Best Hour to Post",
+        "subtitle": "6. Based on history • Peak engagement"
+      },
+      {
+        "component": "BarChart",
+        "id": "bestHourChart",
+        "labels": ["6am", "9am", "12pm", "3pm", "6pm", "8pm", "10pm"],
+        "series": ["bestHourSeries"],
+        "variant": "grouped",
+        "xLabel": "Hour (local)",
+        "yLabel": "Avg Engagement %"
+      },
+      {
+        "component": "Series",
+        "id": "bestHourSeries",
+        "category": "Engagement",
+        "values": [2.1, 4.5, 5.8, 4.2, 7.9, 9.4, 6.1]
+      },
+      {
+        "component": "Card",
+        "id": "mainContentRow",
+        "children": ["bestPostsCard", "audienceCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "bestPostsCard",
+        "children": ["bestPostsHeader", "bestPostsTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "bestPostsHeader",
+        "title": "Best Posts This Month",
+        "subtitle": "3. Ranked by reach • Top 4"
+      },
+      {
+        "component": "Table",
+        "id": "bestPostsTable",
+        "columns": ["colPost", "colPlatform", "colReach", "colEngagement"]
+      },
+      {
+        "component": "Col",
+        "id": "colPost",
+        "label": "Post",
+        "data": ["GRWM: Summer edit ✨", "POV: Client feedback loop", "My $0 to $10K setup tour", "3 hooks that tripled views"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colPlatform",
+        "label": "Platform",
+        "data": ["TikTok", "Instagram Reel", "YouTube Short", "X + IG Carousel"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colReach",
+        "label": "Reach",
+        "data": [482000, 391500, 312000, 287400],
+        "type": "number"
+      },
+      {
+        "component": "Col",
+        "id": "colEngagement",
+        "label": "Engagement",
+        "data": ["9.2%", "7.8%", "6.5%", "8.1%"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "audienceCard",
+        "children": ["audienceHeader", "audiencePie", "audienceNote"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "audienceHeader",
+        "title": "Audience Split by Platform",
+        "subtitle": "4. 842.5K total followers"
+      },
+      {
+        "component": "PieChart",
+        "id": "audiencePie",
+        "labels": ["Instagram", "TikTok", "YouTube", "X"],
+        "values": [320000, 269600, 151650, 101250],
+        "variant": "donut"
+      },
+      {
+        "component": "TextContent",
+        "id": "audienceNote",
+        "text": "IG 38% • TikTok 32% • YouTube 18% • X 12% • Fastest growth: TikTok +6.1% this month",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "bottomRow",
+        "children": ["scheduledCard", "commentsCard", "collabsCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "scheduledCard",
+        "children": ["scheduledHeader", "scheduledList"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "scheduledHeader",
+        "title": "Scheduled This Week",
+        "subtitle": "5. 4 posts queued"
+      },
+      {
+        "component": "ListBlock",
+        "id": "scheduledList",
+        "items": ["scheduledItem1", "scheduledItem2", "scheduledItem3", "scheduledItem4"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "scheduledItem1",
+        "title": "Tue Jun 18 • 8:00 PM — TikTok",
+        "subtitle": "Teaser: New preset pack drop"
+      },
+      {
+        "component": "ListItem",
+        "id": "scheduledItem2",
+        "title": "Wed Jun 19 • 12:00 PM — Instagram Reel",
+        "subtitle": "Collab cut with @mika.styles"
+      },
+      {
+        "component": "ListItem",
+        "id": "scheduledItem3",
+        "title": "Thu Jun 20 • 6:00 PM — YouTube Short",
+        "subtitle": "Behind the scenes: Studio tour"
+      },
+      {
+        "component": "ListItem",
+        "id": "scheduledItem4",
+        "title": "Sat Jun 21 • 8:00 PM — X + IG",
+        "subtitle": "Poll: Which thumbnail wins?"
+      },
+      {
+        "component": "Card",
+        "id": "commentsCard",
+        "children": ["commentsHeader", "commentsList"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "commentsHeader",
+        "title": "Comments Waiting for Reply",
+        "subtitle": "7. 23 total • 3 priority"
+      },
+      {
+        "component": "ListBlock",
+        "id": "commentsList",
+        "items": ["commentItem1", "commentItem2", "commentItem3"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "commentItem1",
+        "title": "@alex.chen on TikTok • 2h ago",
+        "subtitle": "\"What camera do you use for that GRWM? Love the color!\"",
+        "actionLabel": "Reply"
+      },
+      {
+        "component": "ListItem",
+        "id": "commentItem2",
+        "title": "@sarah_m on Instagram • 5h ago",
+        "subtitle": "\"Preset pack when?? Need it for my feed 😍\"",
+        "actionLabel": "Reply"
+      },
+      {
+        "component": "ListItem",
+        "id": "commentItem3",
+        "title": "@creatorfan22 on YouTube • 7h ago",
+        "subtitle": "\"Can you breakdown the pricing on that setup tour?\"",
+        "actionLabel": "Reply"
+      },
+      {
+        "component": "Card",
+        "id": "collabsCard",
+        "children": ["collabsHeader", "collabsList"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "collabsHeader",
+        "title": "Pending Collaboration Requests",
+        "subtitle": "9. 3 awaiting response"
+      },
+      {
+        "component": "ListBlock",
+        "id": "collabsList",
+        "items": ["collabItem1", "collabItem2", "collabItem3"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "collabItem1",
+        "title": "Glow Organics — $2,500",
+        "subtitle": "IG Reel + TikTok • Due Jun 28 • Awaiting accept",
+        "actionLabel": "Review"
+      },
+      {
+        "component": "ListItem",
+        "id": "collabItem2",
+        "title": "Notion Creator Program — $1,200 + affiliate",
+        "subtitle": "YouTube integration • Due Jul 02",
+        "actionLabel": "Review"
+      },
+      {
+        "component": "ListItem",
+        "id": "collabItem3",
+        "title": "Local Coffee Co — Gifted + $400",
+        "subtitle": "X thread + IG Story • Due Jun 22",
+        "actionLabel": "Review"
+      },
+      {
+        "component": "Card",
+        "id": "scheduleCard",
+        "children": ["scheduleHeader", "scheduleForm"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "m"
+      },
+      {
+        "component": "CardHeader",
+        "id": "scheduleHeader",
+        "title": "Schedule a Post",
+        "subtitle": "10. Caption + time • Posts at 8 PM get 42% more reach"
+      },
+      {
+        "component": "Form",
+        "id": "scheduleForm",
+        "name": "schedulePost",
+        "buttons": "scheduleButtons",
+        "fields": ["captionControl", "platformControl", "timeControl"]
+      },
+      {
+        "component": "FormControl",
+        "id": "captionControl",
+        "label": "Caption",
+        "input": "captionInput",
+        "hint": "Tip: Keep under 150 chars for TikTok, add 3-5 hashtags for IG"
+      },
+      {
+        "component": "TextArea",
+        "id": "captionInput",
+        "name": "caption",
+        "placeholder": "Write your caption... e.g., My go-to summer edit ☀️ Preset pack drops Friday — which look is your fave? 1, 2 or 3?",
+        "rows": 3
+      },
+      {
+        "component": "FormControl",
+        "id": "platformControl",
+        "label": "Platform",
+        "input": "platformSelectForm"
+      },
+      {
+        "component": "Select",
+        "id": "platformSelectForm",
+        "name": "platform",
+        "placeholder": "Choose platform",
+        "items": ["pfItemIG", "pfItemTK", "pfItemYT", "pfItemX"]
+      },
+      {
+        "component": "SelectItem",
+        "id": "pfItemIG",
+        "value": "Instagram",
+        "label": "Instagram"
+      },
+      {
+        "component": "SelectItem",
+        "id": "pfItemTK",
+        "value": "TikTok",
+        "label": "TikTok"
+      },
+      {
+        "component": "SelectItem",
+        "id": "pfItemYT",
+        "value": "YouTube",
+        "label": "YouTube"
+      },
+      {
+        "component": "SelectItem",
+        "id": "pfItemX",
+        "value": "X",
+        "label": "X (Twitter)"
+      },
+      {
+        "component": "FormControl",
+        "id": "timeControl",
+        "label": "Date & Time (Best: 8 PM local)",
+        "input": "datePicker"
+      },
+      {
+        "component": "DatePicker",
+        "id": "datePicker",
+        "name": "schedule_time",
+        "mode": "single"
+      },
+      {
+        "component": "Buttons",
+        "id": "scheduleButtons",
+        "buttons": ["submitBtn", "draftBtn"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "submitBtn",
+        "label": "Schedule Post",
+        "variant": "primary"
+      },
+      {
+        "component": "Button",
+        "id": "draftBtn",
+        "label": "Save as Draft",
+        "variant": "secondary"
+      },
+      {
+        "component": "FollowUpBlock",
+        "id": "followUpBlock",
+        "items": ["followUpItem1", "followUpItem2"]
+      },
+      {
+        "component": "FollowUpItem",
+        "id": "followUpItem1",
+        "text": "Show only TikTok analytics"
+      },
+      {
+        "component": "FollowUpItem",
+        "id": "followUpItem2",
+        "text": "Draft a post for 8 PM tomorrow"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..fead0efd1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,1070 @@
+Hospital Operations Command Center — single-screen view covering census, flow, staffing and actions.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hospital-ops-command",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hospital-ops-command",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "dateControlCard",
+          "kpiRow",
+          "chartsRow",
+          "staffCard",
+          "middleRow",
+          "opsRow",
+          "formsRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Hospital Operations Command",
+        "subtitle": "Live census • ED flow • OR & resources — Aug 18, 2026  11:42 AM"
+      },
+      {
+        "id": "dateControlCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "dateControlLeft",
+          "dateControlRight"
+        ]
+      },
+      {
+        "id": "dateControlLeft",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "viewDateLabel",
+          "viewDateHint"
+        ]
+      },
+      {
+        "id": "viewDateLabel",
+        "component": "TextContent",
+        "text": "**11. Look at another day** — Change the operational date to review historical or planned census",
+        "size": "small-heavy"
+      },
+      {
+        "id": "viewDateHint",
+        "component": "TextContent",
+        "text": "Selected: Today, Aug 18, 2026. Use the picker to view any past or future day's admissions, OR schedule and staffing.",
+        "size": "small"
+      },
+      {
+        "id": "dateControlRight",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "dateFormControl"
+        ]
+      },
+      {
+        "id": "dateFormControl",
+        "component": "FormControl",
+        "label": "Operational Date",
+        "input": "viewDatePicker",
+        "hint": "Updates all KPIs, charts and tables below"
+      },
+      {
+        "id": "viewDatePicker",
+        "component": "DatePicker",
+        "name": "viewDate",
+        "mode": "single",
+        "value": [
+          "2026-08-18"
+        ]
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "bedCard",
+          "erCard",
+          "censusCard"
+        ]
+      },
+      {
+        "id": "bedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "bedHeader",
+          "bedProgress",
+          "bedDetails",
+          "bedTagRow"
+        ]
+      },
+      {
+        "id": "bedHeader",
+        "component": "CardHeader",
+        "title": "1. Bed Occupancy",
+        "subtitle": "300 licensed beds • 261 occupied"
+      },
+      {
+        "id": "bedProgress",
+        "component": "Progress",
+        "value": 87,
+        "label": "87% occupied — 39 beds available"
+      },
+      {
+        "id": "bedDetails",
+        "component": "TextContent",
+        "text": "ICU: 22/24 (92%) • Med-Surg: 118/140 (84%) • ED Holds: 8 • Cleaning: 12",
+        "size": "small"
+      },
+      {
+        "id": "bedTagRow",
+        "component": "TagBlock",
+        "tags": [
+          "Capacity: HIGH",
+          "Surge Plan: Standby"
+        ]
+      },
+      {
+        "id": "erCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "erHeader",
+          "erWaitValue",
+          "erWaitSub",
+          "erTagRow"
+        ]
+      },
+      {
+        "id": "erHeader",
+        "component": "CardHeader",
+        "title": "2. Current ER Wait",
+        "subtitle": "Average time to provider • Real-time"
+      },
+      {
+        "id": "erWaitValue",
+        "component": "TextContent",
+        "text": "## 42 min",
+        "size": "large"
+      },
+      {
+        "id": "erWaitSub",
+        "component": "TextContent",
+        "text": "12 patients waiting • 4 triage level 2 • Longest wait 68 min (Room 7)",
+        "size": "small"
+      },
+      {
+        "id": "erTagRow",
+        "component": "TagBlock",
+        "tags": [
+          "↑ +8 min vs yesterday",
+          "LWBS: 2 today"
+        ]
+      },
+      {
+        "id": "censusCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "censusHeader",
+          "censusValue",
+          "censusSub",
+          "censusTagRow"
+        ]
+      },
+      {
+        "id": "censusHeader",
+        "component": "CardHeader",
+        "title": "Live Census Snapshot",
+        "subtitle": "Total inpatients + ED"
+      },
+      {
+        "id": "censusValue",
+        "component": "TextContent",
+        "text": "## 200 inpatients",
+        "size": "large"
+      },
+      {
+        "id": "censusSub",
+        "component": "TextContent",
+        "text": "Admissions today: 11 • Discharges today: 9 • Transfers pending: 3",
+        "size": "small"
+      },
+      {
+        "id": "censusTagRow",
+        "component": "TagBlock",
+        "tags": [
+          "Net +2 today",
+          "Updated 11:42 AM"
+        ]
+      },
+      {
+        "id": "chartsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "admissionsCard",
+          "deptCard"
+        ]
+      },
+      {
+        "id": "admissionsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "admissionsHeader",
+          "admissionsChart"
+        ]
+      },
+      {
+        "id": "admissionsHeader",
+        "component": "CardHeader",
+        "title": "3. Admissions — Past 14 Days",
+        "subtitle": "Daily new admissions Aug 5 - Aug 18"
+      },
+      {
+        "id": "admissionsChart",
+        "component": "LineChart",
+        "labels": [
+          "Aug 5",
+          "Aug 6",
+          "Aug 7",
+          "Aug 8",
+          "Aug 9",
+          "Aug 10",
+          "Aug 11",
+          "Aug 12",
+          "Aug 13",
+          "Aug 14",
+          "Aug 15",
+          "Aug 16",
+          "Aug 17",
+          "Aug 18"
+        ],
+        "series": [
+          "admissionsSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Admissions"
+      },
+      {
+        "id": "admissionsSeries",
+        "component": "Series",
+        "category": "Admissions",
+        "values": [
+          42,
+          38,
+          45,
+          51,
+          47,
+          44,
+          39,
+          52,
+          48,
+          55,
+          49,
+          53,
+          46,
+          41
+        ]
+      },
+      {
+        "id": "deptCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "deptHeader",
+          "deptChart"
+        ]
+      },
+      {
+        "id": "deptHeader",
+        "component": "CardHeader",
+        "title": "4. Patients per Department",
+        "subtitle": "Current inpatient distribution (n=200)"
+      },
+      {
+        "id": "deptChart",
+        "component": "PieChart",
+        "labels": [
+          "Med-Surg",
+          "ED (admitted)",
+          "Cardiology",
+          "Pediatrics",
+          "ICU",
+          "Oncology"
+        ],
+        "values": [
+          64,
+          38,
+          31,
+          27,
+          22,
+          18
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "staffCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "staffHeader",
+          "staffTable"
+        ]
+      },
+      {
+        "id": "staffHeader",
+        "component": "CardHeader",
+        "title": "5. Staff on Shift — with Role",
+        "subtitle": "Day shift 07:00-19:00 • 6 clinical staff shown • Filter by unit in table"
+      },
+      {
+        "id": "staffTable",
+        "component": "Table",
+        "columns": [
+          "staffColName",
+          "staffColRole",
+          "staffColUnit",
+          "staffColShift",
+          "staffColStatus"
+        ]
+      },
+      {
+        "id": "staffColName",
+        "component": "Col",
+        "label": "Name",
+        "data": [
+          "S. Patel, RN",
+          "J. Morrison, MD",
+          "L. Chen, RN",
+          "D. Alvarez, RT",
+          "K. Okafor, MD",
+          "R. Singh, RN"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffColRole",
+        "component": "Col",
+        "label": "Role",
+        "data": [
+          "Charge Nurse",
+          "Attending EM",
+          "ICU RN",
+          "Respiratory Tech",
+          "Hospitalist",
+          "Med-Surg RN"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffColUnit",
+        "component": "Col",
+        "label": "Unit",
+        "data": [
+          "ED",
+          "ED",
+          "ICU",
+          "ICU / ED",
+          "Med-Surg",
+          "Med-Surg"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffColShift",
+        "component": "Col",
+        "label": "Shift",
+        "data": [
+          "07:00-19:00",
+          "07:00-19:00",
+          "19:00-07:00",
+          "07:00-19:00",
+          "07:00-19:00",
+          "07:00-19:00"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffColStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "On Floor",
+          "On Floor",
+          "On Break",
+          "On Floor",
+          "Rounding",
+          "On Floor"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "middleRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "criticalCard",
+          "dischargeCard"
+        ]
+      },
+      {
+        "id": "criticalCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "criticalHeader",
+          "criticalAlert1",
+          "criticalAlert2",
+          "criticalAlert3"
+        ]
+      },
+      {
+        "id": "criticalHeader",
+        "component": "CardHeader",
+        "title": "6. Critical Patients — Called Out",
+        "subtitle": "Requires immediate attention • Auto-escalated"
+      },
+      {
+        "id": "criticalAlert1",
+        "component": "Alert",
+        "title": "ICU-7 • M. Henderson, 68M — Septic Shock",
+        "description": "On norepinephrine • SOFA 11 • Lactate 4.2 • Attending: Dr. Morrison",
+        "variant": "destructive"
+      },
+      {
+        "id": "criticalAlert2",
+        "component": "Alert",
+        "title": "ED-3 • A. Foster, 24F — Status Asthmaticus",
+        "description": "BiPAP • pCO2 58 • ICU bed requested • RT at bedside",
+        "variant": "destructive"
+      },
+      {
+        "id": "criticalAlert3",
+        "component": "Alert",
+        "title": "CARD-12 • R. Gupta, 71M — STEMI Post-Cath",
+        "description": "Hypotensive post-PCI • On heparin gtt • 1:1 nursing",
+        "variant": "warning"
+      },
+      {
+        "id": "dischargeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "dischargeHeader",
+          "dischargeTable"
+        ]
+      },
+      {
+        "id": "dischargeHeader",
+        "component": "CardHeader",
+        "title": "7. Patients Ready for Discharge",
+        "subtitle": "4 cleared • Awaiting transport / paperwork"
+      },
+      {
+        "id": "dischargeTable",
+        "component": "Table",
+        "columns": [
+          "dischargeColPatient",
+          "dischargeColDept",
+          "dischargeColAttending",
+          "dischargeColReady"
+        ]
+      },
+      {
+        "id": "dischargeColPatient",
+        "component": "Col",
+        "label": "Patient (MRN)",
+        "data": [
+          "A. Rivera (412)",
+          "J. Kim (389)",
+          "T. Brooks (401)",
+          "S. Nguyen (377)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "dischargeColDept",
+        "component": "Col",
+        "label": "Dept",
+        "data": [
+          "Med-Surg",
+          "Cardiology",
+          "Med-Surg",
+          "Pediatrics"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "dischargeColAttending",
+        "component": "Col",
+        "label": "Attending",
+        "data": [
+          "Dr. Okafor",
+          "Dr. Shah",
+          "Dr. Okafor",
+          "Dr. Lee"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "dischargeColReady",
+        "component": "Col",
+        "label": "Ready Since",
+        "data": [
+          "08:15",
+          "09:40",
+          "07:50",
+          "10:05"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "opsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "orCard",
+          "suppliesCard"
+        ]
+      },
+      {
+        "id": "orCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "orHeader",
+          "orTable"
+        ]
+      },
+      {
+        "id": "orHeader",
+        "component": "CardHeader",
+        "title": "8. Today's Operating Room Bookings",
+        "subtitle": "Aug 18 • 5 cases • 3 rooms active"
+      },
+      {
+        "id": "orTable",
+        "component": "Table",
+        "columns": [
+          "orColTime",
+          "orColRoom",
+          "orColProcedure",
+          "orColSurgeon",
+          "orColStatus"
+        ]
+      },
+      {
+        "id": "orColTime",
+        "component": "Col",
+        "label": "Time",
+        "data": [
+          "07:30",
+          "09:00",
+          "11:15",
+          "13:00",
+          "15:30"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orColRoom",
+        "component": "Col",
+        "label": "Room",
+        "data": [
+          "OR-1",
+          "OR-2",
+          "OR-3",
+          "OR-1",
+          "OR-2"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orColProcedure",
+        "component": "Col",
+        "label": "Procedure",
+        "data": [
+          "CABG",
+          "Lap Chole",
+          "Hip Replacement",
+          "Craniotomy",
+          "C-Section"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orColSurgeon",
+        "component": "Col",
+        "label": "Surgeon",
+        "data": [
+          "Dr. Evans",
+          "Dr. Park",
+          "Dr. Williams",
+          "Dr. Evans",
+          "Dr. Gomez"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orColStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "In Progress",
+          "Scheduled",
+          "Scheduled",
+          "Scheduled",
+          "Scheduled"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "suppliesHeader",
+          "suppliesTable",
+          "suppliesCallout"
+        ]
+      },
+      {
+        "id": "suppliesHeader",
+        "component": "CardHeader",
+        "title": "9. Supplies Running Low",
+        "subtitle": "Below par level • Reorder flagged"
+      },
+      {
+        "id": "suppliesTable",
+        "component": "Table",
+        "columns": [
+          "suppliesColItem",
+          "suppliesColStock",
+          "suppliesColPar",
+          "suppliesColStatus"
+        ]
+      },
+      {
+        "id": "suppliesColItem",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "O- Neg Blood",
+          "N95 Masks",
+          "IV Pump Sets",
+          "Propofol 20ml"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesColStock",
+        "component": "Col",
+        "label": "Current",
+        "data": [
+          "6 units",
+          "42",
+          "18",
+          "9 vials"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesColPar",
+        "component": "Col",
+        "label": "Par",
+        "data": [
+          "20 units",
+          "200",
+          "50",
+          "30 vials"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesColStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "CRITICAL",
+          "LOW",
+          "LOW",
+          "CRITICAL"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesCallout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Auto-reorder triggered",
+        "description": "Blood bank notified for O- Neg. Materials management en route."
+      },
+      {
+        "id": "formsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "incidentCard",
+          "transferCard"
+        ]
+      },
+      {
+        "id": "incidentCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "incidentHeader",
+          "incidentForm"
+        ]
+      },
+      {
+        "id": "incidentHeader",
+        "component": "CardHeader",
+        "title": "10. File an Incident",
+        "subtitle": "Safety, fall, med error, or behavioral event"
+      },
+      {
+        "id": "incidentForm",
+        "component": "Form",
+        "name": "incidentForm",
+        "fields": [
+          "incidentTypeControl",
+          "incidentLocationControl",
+          "incidentDescControl"
+        ],
+        "buttons": "incidentButtons"
+      },
+      {
+        "id": "incidentTypeControl",
+        "component": "FormControl",
+        "label": "Incident Type",
+        "input": "incidentTypeSelect"
+      },
+      {
+        "id": "incidentTypeSelect",
+        "component": "Select",
+        "name": "incidentType",
+        "placeholder": "Select type",
+        "items": [
+          "incidentFall",
+          "incidentMed",
+          "incidentSafety",
+          "incidentBehavior"
+        ]
+      },
+      {
+        "id": "incidentFall",
+        "component": "SelectItem",
+        "value": "fall",
+        "label": "Patient Fall"
+      },
+      {
+        "id": "incidentMed",
+        "component": "SelectItem",
+        "value": "med_error",
+        "label": "Medication Error"
+      },
+      {
+        "id": "incidentSafety",
+        "component": "SelectItem",
+        "value": "safety",
+        "label": "Safety / Equipment"
+      },
+      {
+        "id": "incidentBehavior",
+        "component": "SelectItem",
+        "value": "behavioral",
+        "label": "Behavioral / Security"
+      },
+      {
+        "id": "incidentLocationControl",
+        "component": "FormControl",
+        "label": "Location / Unit",
+        "input": "incidentLocationInput",
+        "hint": "e.g., ED-3, ICU-7"
+      },
+      {
+        "id": "incidentLocationInput",
+        "component": "Input",
+        "name": "incidentLocation",
+        "placeholder": "Enter unit and room"
+      },
+      {
+        "id": "incidentDescControl",
+        "component": "FormControl",
+        "label": "Description",
+        "input": "incidentDescArea",
+        "hint": "What happened, immediate actions taken"
+      },
+      {
+        "id": "incidentDescArea",
+        "component": "TextArea",
+        "name": "incidentDescription",
+        "placeholder": "Describe incident details...",
+        "rows": 3
+      },
+      {
+        "id": "incidentButtons",
+        "component": "Buttons",
+        "buttons": [
+          "incidentSubmitBtn"
+        ]
+      },
+      {
+        "id": "incidentSubmitBtn",
+        "component": "Button",
+        "label": "Submit Incident Report",
+        "variant": "primary"
+      },
+      {
+        "id": "transferCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "transferHeader",
+          "transferForm"
+        ]
+      },
+      {
+        "id": "transferHeader",
+        "component": "CardHeader",
+        "title": "12. Request a Patient Transfer",
+        "subtitle": "Inter-department or facility transfer"
+      },
+      {
+        "id": "transferForm",
+        "component": "Form",
+        "name": "transferForm",
+        "fields": [
+          "transferPatientControl",
+          "transferFromControl",
+          "transferToControl",
+          "transferPriorityControl",
+          "transferReasonControl"
+        ],
+        "buttons": "transferButtons"
+      },
+      {
+        "id": "transferPatientControl",
+        "component": "FormControl",
+        "label": "Patient MRN / Name",
+        "input": "transferPatientInput"
+      },
+      {
+        "id": "transferPatientInput",
+        "component": "Input",
+        "name": "transferPatient",
+        "placeholder": "e.g., 412 — A. Rivera"
+      },
+      {
+        "id": "transferFromControl",
+        "component": "FormControl",
+        "label": "From Department",
+        "input": "transferFromSelect"
+      },
+      {
+        "id": "transferFromSelect",
+        "component": "Select",
+        "name": "transferFrom",
+        "placeholder": "Current unit",
+        "items": [
+          "fromED",
+          "fromICU",
+          "fromMedSurg",
+          "fromCardio"
+        ]
+      },
+      {
+        "id": "fromED",
+        "component": "SelectItem",
+        "value": "ED",
+        "label": "ED"
+      },
+      {
+        "id": "fromICU",
+        "component": "SelectItem",
+        "value": "ICU",
+        "label": "ICU"
+      },
+      {
+        "id": "fromMedSurg",
+        "component": "SelectItem",
+        "value": "Med-Surg",
+        "label": "Med-Surg"
+      },
+      {
+        "id": "fromCardio",
+        "component": "SelectItem",
+        "value": "Cardiology",
+        "label": "Cardiology"
+      },
+      {
+        "id": "transferToControl",
+        "component": "FormControl",
+        "label": "To Department",
+        "input": "transferToSelect"
+      },
+      {
+        "id": "transferToSelect",
+        "component": "Select",
+        "name": "transferTo",
+        "placeholder": "Destination unit",
+        "items": [
+          "toICU",
+          "toMedSurg",
+          "toCardio",
+          "toStepdown"
+        ]
+      },
+      {
+        "id": "toICU",
+        "component": "SelectItem",
+        "value": "ICU",
+        "label": "ICU"
+      },
+      {
+        "id": "toMedSurg",
+        "component": "SelectItem",
+        "value": "Med-Surg",
+        "label": "Med-Surg"
+      },
+      {
+        "id": "toCardio",
+        "component": "SelectItem",
+        "value": "Cardiology",
+        "label": "Cardiology"
+      },
+      {
+        "id": "toStepdown",
+        "component": "SelectItem",
+        "value": "Stepdown",
+        "label": "Stepdown"
+      },
+      {
+        "id": "transferPriorityControl",
+        "component": "FormControl",
+        "label": "Priority",
+        "input": "transferPriorityGroup"
+      },
+      {
+        "id": "transferPriorityGroup",
+        "component": "RadioGroup",
+        "name": "transferPriority",
+        "items": [
+          "priorityUrgent",
+          "priorityRoutine",
+          "priorityStat"
+        ],
+        "defaultValue": "priorityUrgent"
+      },
+      {
+        "id": "priorityUrgent",
+        "component": "RadioItem",
+        "label": "Urgent",
+        "description": "Within 2 hours",
+        "value": "urgent"
+      },
+      {
+        "id": "priorityRoutine",
+        "component": "RadioItem",
+        "label": "Routine",
+        "description": "Within 24 hours",
+        "value": "routine"
+      },
+      {
+        "id": "priorityStat",
+        "component": "RadioItem",
+        "label": "STAT",
+        "description": "Immediate",
+        "value": "stat"
+      },
+      {
+        "id": "transferReasonControl",
+        "component": "FormControl",
+        "label": "Reason / Notes",
+        "input": "transferReasonArea"
+      },
+      {
+        "id": "transferReasonArea",
+        "component": "TextArea",
+        "name": "transferReason",
+        "placeholder": "Clinical reason for transfer...",
+        "rows": 2
+      },
+      {
+        "id": "transferButtons",
+        "component": "Buttons",
+        "buttons": [
+          "transferSubmitBtn"
+        ]
+      },
+      {
+        "id": "transferSubmitBtn",
+        "component": "Button",
+        "label": "Request Transfer",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..25add0348
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,930 @@
+Hospital Operations Command Center — single-screen view covering all 12 requested items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hospital-ops-command",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0E6EAA",
+      "agentDisplayName": "Mercy General — Ops Command"
+    }
+  }
+}
+</a2ui-json> <a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hospital-ops-command",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "controlsCard",
+          "kpiRow",
+          "chartsTabs",
+          "middleRow",
+          "bottomRow",
+          "actionsRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Hospital Operations Command Center",
+        "subtitle": "Mercy General Hospital • Live view for 12 Aug 2026 • Auto-refresh every 60s"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "controlsText",
+          "datePickerControl"
+        ]
+      },
+      {
+        "id": "controlsText",
+        "component": "TextContent",
+        "text": "**Viewing:** Today (Tue, Aug 12) — use the date picker to review any other day's operations",
+        "size": "small"
+      },
+      {
+        "id": "datePickerControl",
+        "component": "FormControl",
+        "label": "Look at another day",
+        "input": "datePicker",
+        "hint": "Item #11 — Change date to reload all metrics"
+      },
+      {
+        "id": "datePicker",
+        "component": "DatePicker",
+        "name": "viewDate",
+        "mode": "single",
+        "value": [
+          "2026-08-12"
+        ]
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "bedCard",
+          "erCard"
+        ]
+      },
+      {
+        "id": "bedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "bedHeader",
+          "bedProgress",
+          "bedText",
+          "bedStacked"
+        ]
+      },
+      {
+        "id": "erCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "erHeader",
+          "erWaitHeading",
+          "erBadge",
+          "erSubtext",
+          "erSeparator",
+          "erDetails"
+        ]
+      },
+      {
+        "id": "bedHeader",
+        "component": "CardHeader",
+        "title": "1. Bed Occupancy",
+        "subtitle": "Total capacity: 300 beds"
+      },
+      {
+        "id": "bedProgress",
+        "component": "Progress",
+        "value": 84,
+        "label": "84% occupied"
+      },
+      {
+        "id": "bedText",
+        "component": "TextContent",
+        "text": "**252 / 300 beds occupied** • 48 available • 12 ICU beds free • Threshold alert at >90%",
+        "size": "small"
+      },
+      {
+        "id": "bedStacked",
+        "component": "SingleStackedBarChart",
+        "labels": [
+          "Occupied",
+          "Available"
+        ],
+        "values": [
+          252,
+          48
+        ]
+      },
+      {
+        "id": "erHeader",
+        "component": "CardHeader",
+        "title": "2. Current ER Wait",
+        "subtitle": "Updated 08:42 AM"
+      },
+      {
+        "id": "erWaitHeading",
+        "component": "Heading",
+        "text": "47 min average wait",
+        "level": "h1"
+      },
+      {
+        "id": "erBadge",
+        "component": "Badge",
+        "text": "HIGH — Above 30min target",
+        "variant": "destructive"
+      },
+      {
+        "id": "erSubtext",
+        "component": "TextContent",
+        "text": "18 patients in waiting room • 4 triage nurses active • Longest wait: 68 min (ESI 3)",
+        "size": "small"
+      },
+      {
+        "id": "erSeparator",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "erDetails",
+        "component": "TextContent",
+        "text": "Trend: +12 min vs yesterday. Fast-track beds opening at 09:00.",
+        "size": "small"
+      },
+      {
+        "id": "chartsTabs",
+        "component": "Tabs",
+        "items": [
+          "tabAdmissions",
+          "tabDept"
+        ]
+      },
+      {
+        "id": "tabAdmissions",
+        "component": "TabItem",
+        "value": "admissions",
+        "trigger": "3. Admissions — Past 2 Weeks",
+        "content": [
+          "admissionsChart"
+        ]
+      },
+      {
+        "id": "tabDept",
+        "component": "TabItem",
+        "value": "dept",
+        "trigger": "4. Patients per Department",
+        "content": [
+          "deptChart"
+        ]
+      },
+      {
+        "id": "admissionsChart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 30",
+          "Jul 31",
+          "Aug 01",
+          "Aug 02",
+          "Aug 03",
+          "Aug 04",
+          "Aug 05",
+          "Aug 06",
+          "Aug 07",
+          "Aug 08",
+          "Aug 09",
+          "Aug 10",
+          "Aug 11",
+          "Aug 12"
+        ],
+        "series": [
+          "admissionsSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Admissions"
+      },
+      {
+        "id": "admissionsSeries",
+        "component": "Series",
+        "category": "Daily Admissions",
+        "values": [
+          42,
+          38,
+          51,
+          47,
+          44,
+          58,
+          62,
+          49,
+          55,
+          60,
+          46,
+          53,
+          57,
+          34
+        ]
+      },
+      {
+        "id": "deptChart",
+        "component": "BarChart",
+        "labels": [
+          "Emergency",
+          "ICU",
+          "Cardiology",
+          "Orthopedics",
+          "Pediatrics",
+          "Oncology",
+          "Neurology"
+        ],
+        "series": [
+          "deptSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Department",
+        "yLabel": "Current Patients"
+      },
+      {
+        "id": "deptSeries",
+        "component": "Series",
+        "category": "Patients",
+        "values": [
+          38,
+          22,
+          27,
+          19,
+          31,
+          15,
+          18
+        ]
+      },
+      {
+        "id": "middleRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "staffCard",
+          "criticalCard",
+          "dischargeCard"
+        ]
+      },
+      {
+        "id": "staffCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "staffHeader",
+          "staffTable"
+        ]
+      },
+      {
+        "id": "criticalCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "criticalHeader",
+          "criticalAlert1",
+          "criticalAlert2",
+          "criticalList"
+        ]
+      },
+      {
+        "id": "dischargeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "dischargeHeader",
+          "dischargeTable",
+          "dischargeCallout"
+        ]
+      },
+      {
+        "id": "staffHeader",
+        "component": "CardHeader",
+        "title": "5. Staff on Shift",
+        "subtitle": "42 staff currently active • Day shift 07:00-19:00"
+      },
+      {
+        "id": "staffTable",
+        "component": "Table",
+        "columns": [
+          "staffNameCol",
+          "staffRoleCol",
+          "staffShiftCol",
+          "staffStatusCol"
+        ]
+      },
+      {
+        "id": "staffNameCol",
+        "component": "Col",
+        "label": "Name",
+        "data": [
+          "Dr. A. Sharma",
+          "Dr. L. Chen",
+          "N. Patel, RN",
+          "J. Okafor, RN",
+          "M. Rivera, RT",
+          "S. Kim, PharmD"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffRoleCol",
+        "component": "Col",
+        "label": "Role",
+        "data": [
+          "Attending — ER",
+          "Intensivist — ICU",
+          "Charge Nurse — ED",
+          "RN — Cardiology",
+          "Respiratory Therapist",
+          "Clinical Pharmacist"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffShiftCol",
+        "component": "Col",
+        "label": "Shift",
+        "data": [
+          "07:00-19:00",
+          "07:00-19:00",
+          "07:00-19:00",
+          "07:00-15:00",
+          "07:00-19:00",
+          "08:00-16:00"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "staffStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "On Duty",
+          "On Duty",
+          "On Break",
+          "On Duty",
+          "On Duty",
+          "On Duty"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "criticalHeader",
+        "component": "CardHeader",
+        "title": "6. Critical Patients",
+        "subtitle": "Requires immediate attention"
+      },
+      {
+        "id": "criticalAlert1",
+        "component": "Alert",
+        "title": "ICU Bed 7 — Code Blue Risk",
+        "description": "M. Alvarez (68M) • Septic shock • MAP 58 • On norepinephrine",
+        "variant": "destructive"
+      },
+      {
+        "id": "criticalAlert2",
+        "component": "Alert",
+        "title": "ER Trauma 2 — Unstable",
+        "description": "J. Doe (24F) • MVC • Hemorrhagic shock • Awaiting OR",
+        "variant": "destructive"
+      },
+      {
+        "id": "criticalList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "criticalItem1",
+          "criticalItem2",
+          "criticalItem3"
+        ]
+      },
+      {
+        "id": "criticalItem1",
+        "component": "ListItem",
+        "title": "R. Thompson — ICU 3",
+        "subtitle": "COPD exacerbation • SpO2 84% on 15L • Intubation standby"
+      },
+      {
+        "id": "criticalItem2",
+        "component": "ListItem",
+        "title": "K. Nguyen — Cardiology 12",
+        "subtitle": "STEMI • Troponin 12.4 • Cath lab activated"
+      },
+      {
+        "id": "criticalItem3",
+        "component": "ListItem",
+        "title": "E. Brooks — Pediatrics 4",
+        "subtitle": "Febrile seizure • Status epilepticus • Neuro consult en route"
+      },
+      {
+        "id": "dischargeHeader",
+        "component": "CardHeader",
+        "title": "7. Ready for Discharge",
+        "subtitle": "5 patients cleared — awaiting transport/paperwork"
+      },
+      {
+        "id": "dischargeTable",
+        "component": "Table",
+        "columns": [
+          "disPatCol",
+          "disDeptCol",
+          "disTimeCol",
+          "disStatusCol"
+        ]
+      },
+      {
+        "id": "disPatCol",
+        "component": "Col",
+        "label": "Patient",
+        "data": [
+          "L. Garcia (45F)",
+          "H. Wilson (72M)",
+          "T. Adeyemi (33M)",
+          "P. Singh (58F)",
+          "D. Foster (29M)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "disDeptCol",
+        "component": "Col",
+        "label": "Dept",
+        "data": [
+          "Orthopedics",
+          "Cardiology",
+          "Pediatrics",
+          "Oncology",
+          "Neurology"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "disTimeCol",
+        "component": "Col",
+        "label": "Cleared At",
+        "data": [
+          "07:15",
+          "08:05",
+          "08:30",
+          "06:50",
+          "07:55"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "disStatusCol",
+        "component": "Col",
+        "label": "Next Step",
+        "data": [
+          "Awaiting ride",
+          "Pharmacy review",
+          "Paperwork",
+          "Awaiting ride",
+          "Discharge lounge"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "dischargeCallout",
+        "component": "TextCallout",
+        "variant": "success",
+        "title": "Free 5 beds in ~60 min",
+        "description": "Expedite transport to improve ER flow and reduce wait."
+      },
+      {
+        "id": "bottomRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "orCard",
+          "suppliesCard"
+        ]
+      },
+      {
+        "id": "orCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "orHeader",
+          "orTable"
+        ]
+      },
+      {
+        "id": "suppliesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "suppliesHeader",
+          "suppliesTable",
+          "suppliesAlert"
+        ]
+      },
+      {
+        "id": "orHeader",
+        "component": "CardHeader",
+        "title": "8. Today's OR Bookings",
+        "subtitle": "Aug 12 • 6 cases • 3 rooms active"
+      },
+      {
+        "id": "orTable",
+        "component": "Table",
+        "columns": [
+          "orTimeCol",
+          "orRoomCol",
+          "orProcedureCol",
+          "orSurgeonCol",
+          "orStatusCol"
+        ]
+      },
+      {
+        "id": "orTimeCol",
+        "component": "Col",
+        "label": "Time",
+        "data": [
+          "08:00",
+          "09:30",
+          "11:00",
+          "13:00",
+          "14:30",
+          "16:00"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orRoomCol",
+        "component": "Col",
+        "label": "Room",
+        "data": [
+          "OR-1",
+          "OR-2",
+          "OR-1",
+          "OR-3",
+          "OR-2",
+          "OR-1"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orProcedureCol",
+        "component": "Col",
+        "label": "Procedure",
+        "data": [
+          "Laparoscopic Cholecystectomy",
+          "Total Knee Arthroplasty",
+          "Emergency Laparotomy",
+          "CABG x3",
+          "Craniotomy",
+          "Colon Resection"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orSurgeonCol",
+        "component": "Col",
+        "label": "Surgeon",
+        "data": [
+          "Dr. Evans",
+          "Dr. Patel",
+          "Dr. Chen",
+          "Dr. Williams",
+          "Dr. Alvarez",
+          "Dr. Evans"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "orStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "In Progress",
+          "Pre-op",
+          "Urgent — Holding",
+          "Scheduled",
+          "Scheduled",
+          "Scheduled"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesHeader",
+        "component": "CardHeader",
+        "title": "9. Supplies Running Low",
+        "subtitle": "Reorder threshold breached"
+      },
+      {
+        "id": "suppliesTable",
+        "component": "Table",
+        "columns": [
+          "supItemCol",
+          "supStockCol",
+          "supThresholdCol",
+          "supStatusCol"
+        ]
+      },
+      {
+        "id": "supItemCol",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "N95 Masks (3M 1860)",
+          "IV Saline 1L",
+          "Propofol 200mg",
+          "Sterile Gloves L",
+          "O2 Cylinders (Portable)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "supStockCol",
+        "component": "Col",
+        "label": "On Hand",
+        "data": [
+          "42 units",
+          "18 bags",
+          "9 vials",
+          "3 boxes",
+          "6 cylinders"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "supThresholdCol",
+        "component": "Col",
+        "label": "Min Required",
+        "data": [
+          "200 units",
+          "50 bags",
+          "20 vials",
+          "10 boxes",
+          "12 cylinders"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "supStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Critical",
+          "Low",
+          "Critical",
+          "Low",
+          "Low"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "suppliesAlert",
+        "component": "Alert",
+        "title": "Auto-reorder triggered for 3 items",
+        "description": "N95, Propofol, IV Saline — PO sent to central supply at 07:00. ETA 14:00.",
+        "variant": "warning"
+      },
+      {
+        "id": "actionsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "incidentCard",
+          "transferCard"
+        ]
+      },
+      {
+        "id": "incidentCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "incidentForm"
+        ]
+      },
+      {
+        "id": "transferCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "transferForm"
+        ]
+      },
+      {
+        "id": "incidentForm",
+        "component": "Form",
+        "name": "incidentForm",
+        "buttons": "incidentButtons",
+        "fields": [
+          "incidentTypeControl",
+          "incidentDescControl",
+          "incidentLocationControl"
+        ]
+      },
+      {
+        "id": "incidentButtons",
+        "component": "Buttons",
+        "buttons": [
+          "incidentSubmitBtn"
+        ]
+      },
+      {
+        "id": "incidentSubmitBtn",
+        "component": "Button",
+        "label": "Submit Incident Report",
+        "variant": "primary"
+      },
+      {
+        "id": "incidentTypeControl",
+        "component": "FormControl",
+        "label": "10. File an Incident — Type",
+        "input": "incidentTypeSelect",
+        "hint": "Safety, fall, medication error, equipment failure"
+      },
+      {
+        "id": "incidentTypeSelect",
+        "component": "Select",
+        "name": "incidentType",
+        "placeholder": "Select incident type",
+        "items": [
+          "incidentTypeOpt1",
+          "incidentTypeOpt2",
+          "incidentTypeOpt3",
+          "incidentTypeOpt4"
+        ]
+      },
+      {
+        "id": "incidentTypeOpt1",
+        "component": "SelectItem",
+        "value": "safety",
+        "label": "Patient Safety"
+      },
+      {
+        "id": "incidentTypeOpt2",
+        "component": "SelectItem",
+        "value": "fall",
+        "label": "Fall"
+      },
+      {
+        "id": "incidentTypeOpt3",
+        "component": "SelectItem",
+        "value": "med_error",
+        "label": "Medication Error"
+      },
+      {
+        "id": "incidentTypeOpt4",
+        "component": "SelectItem",
+        "value": "equipment",
+        "label": "Equipment Failure"
+      },
+      {
+        "id": "incidentDescControl",
+        "component": "FormControl",
+        "label": "Description",
+        "input": "incidentDesc",
+        "hint": "Include time, location, persons involved"
+      },
+      {
+        "id": "incidentDesc",
+        "component": "TextArea",
+        "name": "incidentDescription",
+        "placeholder": "Describe what happened...",
+        "rows": 3
+      },
+      {
+        "id": "incidentLocationControl",
+        "component": "FormControl",
+        "label": "Location / Unit",
+        "input": "incidentLocation"
+      },
+      {
+        "id": "incidentLocation",
+        "component": "Input",
+        "name": "incidentLocation",
+        "placeholder": "e.g., ER Bay 3, ICU-7"
+      },
+      {
+        "id": "transferForm",
+        "component": "Form",
+        "name": "transferForm",
+        "buttons": "transferButtons",
+        "fields": [
+          "transferPatientControl",
+          "transferFromControl",
+          "transferToControl",
+          "transferReasonControl"
+        ]
+      },
+      {
+        "id": "transferButtons",
+        "component": "Buttons",
+        "buttons": [
+          "transferSubmitBtn"
+        ]
+      },
+      {
+        "id": "transferSubmitBtn",
+        "component": "Button",
+        "label": "Request Transfer",
+        "variant": "primary"
+      },
+      {
+        "id": "transferPatientControl",
+        "component": "FormControl",
+        "label": "12. Request Patient Transfer — Patient ID / Name",
+        "input": "transferPatient",
+        "hint": "MRN or full name"
+      },
+      {
+        "id": "transferPatient",
+        "component": "Input",
+        "name": "transferPatient",
+        "placeholder": "e.g., 884739 — J. Doe"
+      },
+      {
+        "id": "transferFromControl",
+        "component": "FormControl",
+        "label": "From Unit",
+        "input": "transferFrom"
+      },
+      {
+        "id": "transferFrom",
+        "component": "Input",
+        "name": "transferFrom",
+        "placeholder": "e.g., Emergency"
+      },
+      {
+        "id": "transferToControl",
+        "component": "FormControl",
+        "label": "To Unit / Facility",
+        "input": "transferTo"
+      },
+      {
+        "id": "transferTo",
+        "component": "Input",
+        "name": "transferTo",
+        "placeholder": "e.g., ICU, Cardiology, or External Hospital"
+      },
+      {
+        "id": "transferReasonControl",
+        "component": "FormControl",
+        "label": "Reason / Priority",
+        "input": "transferReason"
+      },
+      {
+        "id": "transferReason",
+        "component": "TextArea",
+        "name": "transferReason",
+        "placeholder": "e.g., Requires ICU monitoring — High priority",
+        "rows": 2
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+All 12 items are covered in one screen — use the top date picker to view another day, and the bottom two forms to file incidents and request transfers.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..10febe320
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,5 @@
+Hospital Operations Command Center — single-screen view covering all 12 requested items.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hospital-ops-command","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E6E8C","agentDisplayName":"Hospital Ops Command"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"hospital-ops-command","components":[{"component":"Card","id":"root","children":["header","dateControlsCard","kpiRow","chartsRow","middleRow","bottomRow","actionsRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Hospital Operations Command Center","subtitle":"Live census • ER flow • Staffing • Critical alerts — Updated 13:42 today"},{"component":"Card","id":"dateControlsCard","children":["dateControlsHeader","datePicker","calendarBlock","dateHint"],"direction":"row","gap":"m","align":"center","variant":"card"},{"component":"TextContent","id":"dateControlsHeader","text":"**View another day** — change date to reload all metrics","size":"small-heavy"},{"component":"DatePicker","id":"datePicker","name":"viewDate","mode":"single","value":["2026-05-18"]},{"component":"CalendarBlock","id":"calendarBlock","mode":"single","defaultMonth":"2026-05-18","numberOfMonths":1,"captionLayout":"dropdown"},{"component":"TextContent","id":"dateHint","text":"Selected: Today (May 18, 2026) • Use calendar or picker to review historical occupancy & admissions","size":"small"},{"component":"Card","id":"kpiRow","children":["bedOccupancyCard","erWaitCard","dischargeCard","suppliesCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"bedOccupancyCard","children":["bedHeader","bedProgress","bedText","bedBar"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"bedHeader","title":"Bed Occupancy","subtitle":"1. Overall capacity"},{"component":"Progress","id":"bedProgress","value":87,"label":"87% Occupied"},{"component":"TextContent","id":"bedText","text":"**342 / 393** beds occupied • **51** available • ICU: 28/32 • General: 214/245","size":"small"},{"component":"SingleStackedBarChart","id":"bedBar","labels":["Occupied","Available","Cleaning"],"values":[342,38,13]},{"component":"Card","id":"erWaitCard","children":["erHeader","erWaitHeading","erWaitBadge","erWaitText","erSeparator","erStats"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"erHeader","title":"Current ER Wait","subtitle":"2. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..b1128b92d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-hospital__r4.txt
@@ -0,0 +1,5 @@
+Hospital Operations Command Center — single-screen view covering bed capacity, ER flow, admissions trends, department census, staffing, critical cases, discharges, OR schedule, supplies, plus incident filing, date navigation, and transfer requests.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"hospital-ops-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0E6E9E","agentDisplayName":"Hospital Ops Command"}}}</a2ui-json>
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..ed08d4e69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r1.txt
@@ -0,0 +1,898 @@
+PMO Portfolio Review — single screen covering all 13 requested items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json> <a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "controlsCard",
+          "summaryCallout",
+          "activeProjectsCard",
+          "overdueCard",
+          "budgetCard",
+          "utilizationCard",
+          "risksCard",
+          "deadlinesCard",
+          "velocityCard",
+          "blockedCard",
+          "requestCard",
+          "archiveCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Project Portfolio Review",
+        "subtitle": "PMO • All active initiatives • Q3 2026"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": [
+          "quarterSelectControl",
+          "exportButtons"
+        ]
+      },
+      {
+        "id": "quarterSelectControl",
+        "component": "FormControl",
+        "label": "Review Quarter",
+        "hint": "Switch quarter to refresh all metrics (10)",
+        "input": "quarterSelect"
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "Q3 2026",
+        "value": "Q3 2026",
+        "items": [
+          "quarter_q1",
+          "quarter_q2",
+          "quarter_q3",
+          "quarter_q4"
+        ]
+      },
+      {
+        "id": "quarter_q1",
+        "component": "SelectItem",
+        "value": "Q1 2026",
+        "label": "Q1 2026"
+      },
+      {
+        "id": "quarter_q2",
+        "component": "SelectItem",
+        "value": "Q2 2026",
+        "label": "Q2 2026"
+      },
+      {
+        "id": "quarter_q3",
+        "component": "SelectItem",
+        "value": "Q3 2026",
+        "label": "Q3 2026 (Current)"
+      },
+      {
+        "id": "quarter_q4",
+        "component": "SelectItem",
+        "value": "Q4 2026",
+        "label": "Q4 2026 (Forecast)"
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "exportBtn"
+        ]
+      },
+      {
+        "id": "exportBtn",
+        "component": "Button",
+        "label": "Export Review (PDF / XLSX)",
+        "variant": "primary"
+      },
+      {
+        "id": "summaryCallout",
+        "component": "TextCallout",
+        "variant": "warning",
+        "title": "Portfolio Health Summary",
+        "description": "CAUTION — 2 of 6 projects at risk (Beacon, Echo), 68% of $2.45M budget consumed, delivery pace stable at 48 pts/sprint but 3 critical blockers and 4 overdue milestones require immediate attention."
+      },
+      {
+        "id": "activeProjectsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "activeProjectsHeader",
+          "activeProjectsTable"
+        ]
+      },
+      {
+        "id": "activeProjectsHeader",
+        "component": "CardHeader",
+        "title": "1. Active Projects",
+        "subtitle": "Owner • Deadline • Health status"
+      },
+      {
+        "id": "activeProjectsTable",
+        "component": "Table",
+        "columns": [
+          "colProj",
+          "colOwner",
+          "colDeadline",
+          "colHealth"
+        ]
+      },
+      {
+        "id": "colProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Atlas Platform",
+          "Beacon Mobile",
+          "Cobalt Data Migration",
+          "Delta CRM",
+          "Echo AI Assistant",
+          "Forge Infra"
+        ]
+      },
+      {
+        "id": "colOwner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "S. Patel",
+          "J. Kim",
+          "R. Okafor",
+          "M. Lopez",
+          "A. Nguyen",
+          "D. Carter"
+        ]
+      },
+      {
+        "id": "colDeadline",
+        "component": "Col",
+        "label": "Deadline",
+        "type": "string",
+        "data": [
+          "2026-09-30",
+          "2026-08-28",
+          "2026-10-15",
+          "2026-09-12",
+          "2026-08-25",
+          "2026-11-01"
+        ]
+      },
+      {
+        "id": "colHealth",
+        "component": "Col",
+        "label": "Health",
+        "type": "string",
+        "data": [
+          "🟢 On Track",
+          "🔴 At Risk",
+          "🟡 Caution",
+          "🟢 On Track",
+          "🔴 At Risk",
+          "🟢 On Track"
+        ]
+      },
+      {
+        "id": "overdueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "overdueHeader",
+          "overdueTable"
+        ]
+      },
+      {
+        "id": "overdueHeader",
+        "component": "CardHeader",
+        "title": "2. Overdue Milestones",
+        "subtitle": "4 milestones past due — escalate with owners"
+      },
+      {
+        "id": "overdueTable",
+        "component": "Table",
+        "columns": [
+          "colOverProj",
+          "colOverMile",
+          "colOverDue",
+          "colOverDays",
+          "colOverOwner"
+        ]
+      },
+      {
+        "id": "colOverProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Beacon Mobile",
+          "Echo AI Assistant",
+          "Beacon Mobile",
+          "Cobalt Data Migration"
+        ]
+      },
+      {
+        "id": "colOverMile",
+        "component": "Col",
+        "label": "Milestone",
+        "type": "string",
+        "data": [
+          "Beta Release",
+          "Model Training Complete",
+          "App Store Submission",
+          "Legacy DB Freeze"
+        ]
+      },
+      {
+        "id": "colOverDue",
+        "component": "Col",
+        "label": "Due Date",
+        "type": "string",
+        "data": [
+          "2026-08-02",
+          "2026-08-05",
+          "2026-08-09",
+          "2026-08-10"
+        ]
+      },
+      {
+        "id": "colOverDays",
+        "component": "Col",
+        "label": "Days Overdue",
+        "type": "number",
+        "data": [
+          16,
+          13,
+          9,
+          8
+        ]
+      },
+      {
+        "id": "colOverOwner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "J. Kim",
+          "A. Nguyen",
+          "J. Kim",
+          "R. Okafor"
+        ]
+      },
+      {
+        "id": "budgetCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "budgetHeader",
+          "budgetChart"
+        ]
+      },
+      {
+        "id": "budgetHeader",
+        "component": "CardHeader",
+        "title": "3. Budget: Spent vs Allocation",
+        "subtitle": "$1.66M spent of $2.45M allocated (68%) • per project in $k"
+      },
+      {
+        "id": "budgetChart",
+        "component": "BarChart",
+        "labels": [
+          "Atlas",
+          "Beacon",
+          "Cobalt",
+          "Delta",
+          "Echo",
+          "Forge"
+        ],
+        "variant": "grouped",
+        "xLabel": "Project",
+        "yLabel": "$k",
+        "series": [
+          "seriesAllocated",
+          "seriesSpent"
+        ]
+      },
+      {
+        "id": "seriesAllocated",
+        "component": "Series",
+        "category": "Allocated",
+        "values": [
+          500,
+          320,
+          450,
+          280,
+          600,
+          300
+        ]
+      },
+      {
+        "id": "seriesSpent",
+        "component": "Series",
+        "category": "Spent",
+        "values": [
+          340,
+          285,
+          210,
+          185,
+          455,
+          190
+        ]
+      },
+      {
+        "id": "utilizationCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "utilHeader",
+          "utilChart"
+        ]
+      },
+      {
+        "id": "utilHeader",
+        "component": "CardHeader",
+        "title": "4. Team Utilization",
+        "subtitle": "Capacity used this sprint • >85% = over-allocated"
+      },
+      {
+        "id": "utilChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Platform",
+          "Mobile",
+          "Data",
+          "Design",
+          "QA",
+          "PMO"
+        ],
+        "variant": "grouped",
+        "xLabel": "Utilization %",
+        "series": [
+          "seriesUtil"
+        ]
+      },
+      {
+        "id": "seriesUtil",
+        "component": "Series",
+        "category": "Utilization %",
+        "values": [
+          88,
+          92,
+          76,
+          65,
+          81,
+          54
+        ]
+      },
+      {
+        "id": "risksCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "risksHeader",
+          "risksTable"
+        ]
+      },
+      {
+        "id": "risksHeader",
+        "component": "CardHeader",
+        "title": "5. Risks by Severity",
+        "subtitle": "Active risks requiring mitigation"
+      },
+      {
+        "id": "risksTable",
+        "component": "Table",
+        "columns": [
+          "colRiskProj",
+          "colRiskDesc",
+          "colRiskSev",
+          "colRiskMit"
+        ]
+      },
+      {
+        "id": "colRiskProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Echo AI Assistant",
+          "Beacon Mobile",
+          "Cobalt Data Migration",
+          "Delta CRM",
+          "Atlas Platform"
+        ]
+      },
+      {
+        "id": "colRiskDesc",
+        "component": "Col",
+        "label": "Risk",
+        "type": "string",
+        "data": [
+          "LLM vendor pricing hike",
+          "iOS 18 breaking changes",
+          "Legacy data quality gaps",
+          "Salesforce API limits",
+          "Key architect PTO"
+        ]
+      },
+      {
+        "id": "colRiskSev",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "Critical",
+          "High",
+          "High",
+          "Medium",
+          "Low"
+        ]
+      },
+      {
+        "id": "colRiskMit",
+        "component": "Col",
+        "label": "Mitigation",
+        "type": "string",
+        "data": [
+          "Negotiate cap / fallback model",
+          "Spike sprint + Apple DTS",
+          "Add data cleansing sprint",
+          "Batch & cache strategy",
+          "Cross-train backup"
+        ]
+      },
+      {
+        "id": "deadlinesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "deadlinesHeader",
+          "deadlinesList"
+        ]
+      },
+      {
+        "id": "deadlinesHeader",
+        "component": "CardHeader",
+        "title": "6. Deadlines — Next 14 Days",
+        "subtitle": "Aug 19 – Sep 01, 2026"
+      },
+      {
+        "id": "deadlinesList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "dlItem1",
+          "dlItem2",
+          "dlItem3",
+          "dlItem4",
+          "dlItem5"
+        ]
+      },
+      {
+        "id": "dlItem1",
+        "component": "ListItem",
+        "title": "Echo — Safety Review",
+        "subtitle": "Due Aug 22 • Owner: A. Nguyen • 🔴 At Risk"
+      },
+      {
+        "id": "dlItem2",
+        "component": "ListItem",
+        "title": "Beacon — RC Build Freeze",
+        "subtitle": "Due Aug 25 • Owner: J. Kim • 🔴 At Risk"
+      },
+      {
+        "id": "dlItem3",
+        "component": "ListItem",
+        "title": "Delta — UAT Sign-off",
+        "subtitle": "Due Aug 28 • Owner: M. Lopez • 🟢 On Track"
+      },
+      {
+        "id": "dlItem4",
+        "component": "ListItem",
+        "title": "Atlas — Security Audit",
+        "subtitle": "Due Aug 30 • Owner: S. Patel • 🟢 On Track"
+      },
+      {
+        "id": "dlItem5",
+        "component": "ListItem",
+        "title": "Cobalt — ETL Cutover Dry Run",
+        "subtitle": "Due Sep 01 • Owner: R. Okafor • 🟡 Caution"
+      },
+      {
+        "id": "velocityCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "velocityHeader",
+          "velocityChart"
+        ]
+      },
+      {
+        "id": "velocityHeader",
+        "component": "CardHeader",
+        "title": "7. Delivery Pace — Last 6 Sprints",
+        "subtitle": "Story points planned vs delivered"
+      },
+      {
+        "id": "velocityChart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 18",
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23"
+        ],
+        "variant": "natural",
+        "xLabel": "Sprint",
+        "yLabel": "Points",
+        "series": [
+          "seriesPlanned",
+          "seriesDelivered"
+        ]
+      },
+      {
+        "id": "seriesPlanned",
+        "component": "Series",
+        "category": "Planned",
+        "values": [
+          48,
+          50,
+          52,
+          50,
+          55,
+          54
+        ]
+      },
+      {
+        "id": "seriesDelivered",
+        "component": "Series",
+        "category": "Delivered",
+        "values": [
+          42,
+          46,
+          48,
+          49,
+          47,
+          53
+        ]
+      },
+      {
+        "id": "blockedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "blockedHeader",
+          "blockedTable"
+        ]
+      },
+      {
+        "id": "blockedHeader",
+        "component": "CardHeader",
+        "title": "8. Blocked Work Items",
+        "subtitle": "Needs immediate unblock — sorted by wait time"
+      },
+      {
+        "id": "blockedTable",
+        "component": "Table",
+        "columns": [
+          "colBlockId",
+          "colBlockTitle",
+          "colBlockProj",
+          "colBlockSince",
+          "colBlockReason"
+        ]
+      },
+      {
+        "id": "colBlockId",
+        "component": "Col",
+        "label": "ID",
+        "type": "string",
+        "data": [
+          "BEA-412",
+          "ECH-208",
+          "COB-119",
+          "ATL-337"
+        ]
+      },
+      {
+        "id": "colBlockTitle",
+        "component": "Col",
+        "label": "Title",
+        "type": "string",
+        "data": [
+          "Push notification entitlement",
+          "Guardrail eval dataset",
+          "Prod DB read replica",
+          "SSO token refresh"
+        ]
+      },
+      {
+        "id": "colBlockProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Beacon",
+          "Echo",
+          "Cobalt",
+          "Atlas"
+        ]
+      },
+      {
+        "id": "colBlockSince",
+        "component": "Col",
+        "label": "Blocked Since",
+        "type": "string",
+        "data": [
+          "2026-08-07 (11d)",
+          "2026-08-09 (9d)",
+          "2026-08-12 (6d)",
+          "2026-08-14 (4d)"
+        ]
+      },
+      {
+        "id": "colBlockReason",
+        "component": "Col",
+        "label": "Blocker",
+        "type": "string",
+        "data": [
+          "Waiting Apple review",
+          "Legal approval",
+          "Infra ticket INF-882",
+          "Auth team dependency"
+        ]
+      },
+      {
+        "id": "requestCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "requestHeader",
+          "requestForm"
+        ]
+      },
+      {
+        "id": "requestHeader",
+        "component": "CardHeader",
+        "title": "11. Request More People",
+        "subtitle": "Submit staffing request to PMO — routed to Resource Manager"
+      },
+      {
+        "id": "requestForm",
+        "component": "Form",
+        "name": "requestStaffing",
+        "buttons": "requestFormButtons",
+        "fields": [
+          "formControlProject",
+          "formControlRole",
+          "formControlCount",
+          "formControlJustify"
+        ]
+      },
+      {
+        "id": "requestFormButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submitBtn"
+        ]
+      },
+      {
+        "id": "submitBtn",
+        "component": "Button",
+        "label": "Submit Request",
+        "variant": "primary"
+      },
+      {
+        "id": "formControlProject",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "reqProjectSelect"
+      },
+      {
+        "id": "reqProjectSelect",
+        "component": "Select",
+        "name": "project",
+        "placeholder": "Choose project",
+        "items": [
+          "reqProjItemAtlas",
+          "reqProjItemBeacon",
+          "reqProjItemCobalt",
+          "reqProjItemDelta",
+          "reqProjItemEcho"
+        ]
+      },
+      {
+        "id": "reqProjItemAtlas",
+        "component": "SelectItem",
+        "value": "Atlas",
+        "label": "Atlas Platform"
+      },
+      {
+        "id": "reqProjItemBeacon",
+        "component": "SelectItem",
+        "value": "Beacon",
+        "label": "Beacon Mobile"
+      },
+      {
+        "id": "reqProjItemCobalt",
+        "component": "SelectItem",
+        "value": "Cobalt",
+        "label": "Cobalt Data Migration"
+      },
+      {
+        "id": "reqProjItemDelta",
+        "component": "SelectItem",
+        "value": "Delta",
+        "label": "Delta CRM"
+      },
+      {
+        "id": "reqProjItemEcho",
+        "component": "SelectItem",
+        "value": "Echo",
+        "label": "Echo AI Assistant"
+      },
+      {
+        "id": "formControlRole",
+        "component": "FormControl",
+        "label": "Role / Skill Needed",
+        "input": "reqRoleInput"
+      },
+      {
+        "id": "reqRoleInput",
+        "component": "Input",
+        "name": "role",
+        "placeholder": "e.g., Senior iOS Engineer, Data Engineer"
+      },
+      {
+        "id": "formControlCount",
+        "component": "FormControl",
+        "label": "Headcount",
+        "input": "reqCountSlider"
+      },
+      {
+        "id": "reqCountSlider",
+        "component": "Slider",
+        "name": "headcount",
+        "variant": "discrete",
+        "min": 1,
+        "max": 5,
+        "step": 1,
+        "defaultValue": [
+          1
+        ],
+        "label": "People"
+      },
+      {
+        "id": "formControlJustify",
+        "component": "FormControl",
+        "label": "Justification",
+        "hint": "Explain urgency and impact if not staffed",
+        "input": "reqJustify"
+      },
+      {
+        "id": "reqJustify",
+        "component": "TextArea",
+        "name": "justification",
+        "placeholder": "Why is this needed now? What happens to deadline/health?",
+        "rows": 3
+      },
+      {
+        "id": "archiveCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "archiveHeader",
+          "archiveFormControl",
+          "archiveDialog"
+        ]
+      },
+      {
+        "id": "archiveHeader",
+        "component": "CardHeader",
+        "title": "13. Archive Finished Project",
+        "subtitle": "Move completed project to archive — read-only, removes from active portfolio"
+      },
+      {
+        "id": "archiveFormControl",
+        "component": "FormControl",
+        "label": "Select finished project to archive",
+        "input": "archiveSelect"
+      },
+      {
+        "id": "archiveSelect",
+        "component": "Select",
+        "name": "archiveProject",
+        "placeholder": "Choose completed project",
+        "items": [
+          "archItemAtlas",
+          "archItemBeacon",
+          "archItemCobalt"
+        ]
+      },
+      {
+        "id": "archItemAtlas",
+        "component": "SelectItem",
+        "value": "Forge",
+        "label": "Forge Infra — Completed 2026-08-15"
+      },
+      {
+        "id": "archItemBeacon",
+        "component": "SelectItem",
+        "value": "Helios",
+        "label": "Helios Phase 1 — Completed 2026-07-30"
+      },
+      {
+        "id": "archItemCobalt",
+        "component": "SelectItem",
+        "value": "Orion",
+        "label": "Orion Pilot — Completed 2026-07-12"
+      },
+      {
+        "id": "archiveDialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Archive Project",
+        "triggerVariant": "destructive",
+        "title": "Confirm Archive?",
+        "description": "This will remove the project from the active portfolio, freeze its budget and milestones, and move all artifacts to the archive. You can restore within 30 days.",
+        "confirmLabel": "Yes, Archive",
+        "cancelLabel": "Cancel"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+All 13 items covered on one screen:
+
+**9. Health summary** at top as callout • **10. Quarter selector** (top-left Select) • **12. Export** (top-right button) • **1. Active projects** table with owner/deadline/health • **2. Overdue milestones** table • **3. Budget** grouped bar (allocated vs spent) • **4. Team utilization** horizontal bar • **5. Risks** table with severity • **6. Next 14 days deadlines** list • **7. Delivery pace** line chart (6 sprints) • **8. Blocked work items** table • **11. Request more people** form with project/role/headcount/justification • **13. Archive finished project** select + destructive confirm dialog.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..7b9370f63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r2.txt
@@ -0,0 +1,5 @@
+PMO Portfolio Review — single-screen overview covering all 13 items. Health summary, quarter switcher, export & resourcing actions included.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"pmo-portfolio-review","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
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Blocked Work Items","subtitle":"4 items blocked — needs unblock action"},{"component":"Table","id":"blockedTable","columns":["colBItem","colBProject","colBSince","colBReason"]},{"component":"Col","id":"colBItem","label":"Work Item","data":["BEAC-482 Auth token refresh","ATLS-119 DB replication lag","ORION-204 Dashboard export","VEGA-33 Legal review"],"type":"string"},{"component":"Col","id":"colBProject","label":"Project","data":["Beacon Platform","Atlas Migration","Orion Analytics","Vega Compliance"],"type":"string"},{"component":"Col","id":"colBSince","label":"Blocked Since","data":["2026-08-14 (4d)","2026-08-15 (3d)","2026-08-10 (8d)","2026-08-17 (1d)"],"type":"string"},{"component":"Col","id":"colBReason","label":"Reason","data":["Waiting on vendor","Infra INFRA-901","Blocked by BEAC-482","External counsel"],"type":"string"},{"component":"Card","id":"paceCard","children":["paceHeader","paceChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"paceHeader","title":"7. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..3a09f5915
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,5 @@
+PMO Portfolio Review — single-screen command center covering all 13 items. Use the quarter selector to switch periods, export or archive from the header, and request staffing via dialog.
+
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+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..cfcb0042f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,869 @@
+PMO Portfolio Review — single-screen view covering active projects, budget, utilization, risks, timelines and actions.
+
+<a2ui-json>
+{
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+<a2ui-json>
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+        "children": [
+          "headingPortfolio",
+          "healthCallout",
+          "controlsRow"
+        ]
+      },
+      {
+        "id": "headingPortfolio",
+        "component": "Heading",
+        "text": "Project Portfolio Review — Q3 2026",
+        "level": "h2"
+      },
+      {
+        "id": "healthCallout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Portfolio Health Summary",
+        "description": "6 active projects: 3 On Track, 2 At Risk, 1 Blocked • 68% of $2.1M budget utilized • 3 overdue milestones • Velocity trending up (+29% over 6 sprints)."
+      },
+      {
+        "id": "controlsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": [
+          "quarterFormControl",
+          "exportButtons"
+        ]
+      },
+      {
+        "id": "quarterFormControl",
+        "component": "FormControl",
+        "label": "Review Quarter",
+        "hint": "Switch quarter to compare portfolio snapshots",
+        "input": "quarterSelect"
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "Q3 2026",
+        "value": "Q3 2026",
+        "items": [
+          "qi_Q2",
+          "qi_Q3",
+          "qi_Q4",
+          "qi_Q1Next"
+        ]
+      },
+      {
+        "id": "qi_Q2",
+        "component": "SelectItem",
+        "value": "Q2 2026",
+        "label": "Q2 2026"
+      },
+      {
+        "id": "qi_Q3",
+        "component": "SelectItem",
+        "value": "Q3 2026",
+        "label": "Q3 2026 (Current)"
+      },
+      {
+        "id": "qi_Q4",
+        "component": "SelectItem",
+        "value": "Q4 2026",
+        "label": "Q4 2026 Forecast"
+      },
+      {
+        "id": "qi_Q1Next",
+        "component": "SelectItem",
+        "value": "Q1 2027",
+        "label": "Q1 2027 Plan"
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "exportButton"
+        ]
+      },
+      {
+        "id": "exportButton",
+        "component": "Button",
+        "label": "Export Review (PDF / Excel)",
+        "variant": "primary"
+      },
+      {
+        "id": "tabsMain",
+        "component": "Tabs",
+        "items": [
+          "tabOverview",
+          "tabRisks",
+          "tabTimeline"
+        ]
+      },
+      {
+        "id": "tabOverview",
+        "component": "TabItem",
+        "value": "overview",
+        "trigger": "Overview",
+        "content": [
+          "activeProjectsCard",
+          "budgetCard",
+          "utilizationCard"
+        ]
+      },
+      {
+        "id": "tabRisks",
+        "component": "TabItem",
+        "value": "risks",
+        "trigger": "Risks & Blocks",
+        "content": [
+          "risksCard",
+          "blockedCard"
+        ]
+      },
+      {
+        "id": "tabTimeline",
+        "component": "TabItem",
+        "value": "timeline",
+        "trigger": "Timeline & Pace",
+        "content": [
+          "overdueCard",
+          "upcomingCard",
+          "paceCard"
+        ]
+      },
+      {
+        "id": "activeProjectsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "activeHeader",
+          "activeTable"
+        ]
+      },
+      {
+        "id": "activeHeader",
+        "component": "CardHeader",
+        "title": "1. Active Projects",
+        "subtitle": "Owner • Deadline • Health"
+      },
+      {
+        "id": "activeTable",
+        "component": "Table",
+        "columns": [
+          "colProj",
+          "colOwner",
+          "colDeadline",
+          "colHealth"
+        ]
+      },
+      {
+        "id": "colProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Atlas Platform",
+          "Beacon Mobile",
+          "Crest Analytics",
+          "Delta Migration",
+          "Echo Commerce",
+          "Fusion AI"
+        ]
+      },
+      {
+        "id": "colOwner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Priya Desai",
+          "Marcus Chen",
+          "Sofia Reyes",
+          "James Okafor",
+          "Aisha Khan",
+          "David Park"
+        ]
+      },
+      {
+        "id": "colDeadline",
+        "component": "Col",
+        "label": "Deadline",
+        "type": "string",
+        "data": [
+          "2026-09-12",
+          "2026-08-30",
+          "2026-10-05",
+          "2026-08-28",
+          "2026-09-18",
+          "2026-11-01"
+        ]
+      },
+      {
+        "id": "colHealth",
+        "component": "Col",
+        "label": "Health",
+        "type": "string",
+        "data": [
+          "On Track",
+          "At Risk",
+          "On Track",
+          "Blocked",
+          "On Track",
+          "At Risk"
+        ]
+      },
+      {
+        "id": "budgetCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "budgetHeader",
+          "budgetChart"
+        ]
+      },
+      {
+        "id": "budgetHeader",
+        "component": "CardHeader",
+        "title": "3. Budget: Spent vs Allocation",
+        "subtitle": "$ in thousands • Spent (dark) + Remaining = Allocation"
+      },
+      {
+        "id": "budgetChart",
+        "component": "BarChart",
+        "labels": [
+          "Atlas",
+          "Beacon",
+          "Crest",
+          "Delta",
+          "Echo",
+          "Fusion"
+        ],
+        "variant": "stacked",
+        "xLabel": "Project",
+        "yLabel": "$k",
+        "series": [
+          "seriesSpent",
+          "seriesRemaining"
+        ]
+      },
+      {
+        "id": "seriesSpent",
+        "component": "Series",
+        "category": "Spent",
+        "values": [
+          420,
+          310,
+          180,
+          250,
+          95,
+          340
+        ]
+      },
+      {
+        "id": "seriesRemaining",
+        "component": "Series",
+        "category": "Remaining",
+        "values": [
+          80,
+          90,
+          120,
+          50,
+          55,
+          60
+        ]
+      },
+      {
+        "id": "utilizationCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "utilHeader",
+          "progEng",
+          "progDesign",
+          "progQA",
+          "progProduct"
+        ]
+      },
+      {
+        "id": "utilHeader",
+        "component": "CardHeader",
+        "title": "4. Team Utilization",
+        "subtitle": "Current sprint capacity • >85% = high load"
+      },
+      {
+        "id": "progEng",
+        "component": "Progress",
+        "value": 88,
+        "label": "Engineering — 88% (35/40 FTE)"
+      },
+      {
+        "id": "progDesign",
+        "component": "Progress",
+        "value": 72,
+        "label": "Design — 72% (13/18 FTE)"
+      },
+      {
+        "id": "progQA",
+        "component": "Progress",
+        "value": 94,
+        "label": "QA — 94% (17/18 FTE) — Overallocated"
+      },
+      {
+        "id": "progProduct",
+        "component": "Progress",
+        "value": 67,
+        "label": "Product / PMO — 67% (8/12 FTE)"
+      },
+      {
+        "id": "risksCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "risksHeader",
+          "risksTable"
+        ]
+      },
+      {
+        "id": "risksHeader",
+        "component": "CardHeader",
+        "title": "5. Risks by Severity",
+        "subtitle": "Sorted by severity • Critical requires immediate mitigation"
+      },
+      {
+        "id": "risksTable",
+        "component": "Table",
+        "columns": [
+          "colRisk",
+          "colRiskProj",
+          "colSeverity",
+          "colMitigation"
+        ]
+      },
+      {
+        "id": "colRisk",
+        "component": "Col",
+        "label": "Risk",
+        "type": "string",
+        "data": [
+          "Vendor API delay",
+          "Data migration rollback risk",
+          "Key engineer PTO gap",
+          "Scope creep - Fusion AI"
+        ]
+      },
+      {
+        "id": "colRiskProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Delta Migration",
+          "Delta Migration",
+          "Beacon Mobile",
+          "Fusion AI"
+        ]
+      },
+      {
+        "id": "colSeverity",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "Critical",
+          "High",
+          "High",
+          "Medium"
+        ]
+      },
+      {
+        "id": "colMitigation",
+        "component": "Col",
+        "label": "Mitigation",
+        "type": "string",
+        "data": [
+          "Escalate to vendor exec",
+          "Parallel run + backup",
+          "Contractor backfill",
+          "Freeze requirements"
+        ]
+      },
+      {
+        "id": "blockedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "blockedHeader",
+          "blockedTable"
+        ]
+      },
+      {
+        "id": "blockedHeader",
+        "component": "CardHeader",
+        "title": "8. Blocked Work Items",
+        "subtitle": "Items waiting on dependency or decision"
+      },
+      {
+        "id": "blockedTable",
+        "component": "Table",
+        "columns": [
+          "colBlockedItem",
+          "colBlockedProj",
+          "colBlockedSince",
+          "colBlockedOwner"
+        ]
+      },
+      {
+        "id": "colBlockedItem",
+        "component": "Col",
+        "label": "Work Item",
+        "type": "string",
+        "data": [
+          "DELTA-142 API contract",
+          "BEACON-89 App Store review",
+          "FUSION-21 Model approval"
+        ]
+      },
+      {
+        "id": "colBlockedProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Delta Migration",
+          "Beacon Mobile",
+          "Fusion AI"
+        ]
+      },
+      {
+        "id": "colBlockedSince",
+        "component": "Col",
+        "label": "Blocked Since",
+        "type": "string",
+        "data": [
+          "2026-08-10 (8d)",
+          "2026-08-14 (4d)",
+          "2026-08-12 (6d)"
+        ]
+      },
+      {
+        "id": "colBlockedOwner",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "James Okafor",
+          "Marcus Chen",
+          "David Park"
+        ]
+      },
+      {
+        "id": "overdueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "overdueHeader",
+          "overdueTable"
+        ]
+      },
+      {
+        "id": "overdueHeader",
+        "component": "CardHeader",
+        "title": "2. Overdue Milestones",
+        "subtitle": "Past due • Requires recovery plan"
+      },
+      {
+        "id": "overdueTable",
+        "component": "Table",
+        "columns": [
+          "colOverdueProj",
+          "colOverdueMilestone",
+          "colOverdueDue",
+          "colOverdueDays"
+        ]
+      },
+      {
+        "id": "colOverdueProj",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Delta Migration",
+          "Beacon Mobile",
+          "Fusion AI"
+        ]
+      },
+      {
+        "id": "colOverdueMilestone",
+        "component": "Col",
+        "label": "Milestone",
+        "type": "string",
+        "data": [
+          "UAT Sign-off",
+          "Beta Release",
+          "Data Pipeline v2"
+        ]
+      },
+      {
+        "id": "colOverdueDue",
+        "component": "Col",
+        "label": "Due Date",
+        "type": "string",
+        "data": [
+          "2026-08-08",
+          "2026-08-12",
+          "2026-08-15"
+        ]
+      },
+      {
+        "id": "colOverdueDays",
+        "component": "Col",
+        "label": "Days Overdue",
+        "type": "string",
+        "data": [
+          "10 days",
+          "6 days",
+          "3 days"
+        ]
+      },
+      {
+        "id": "upcomingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "upcomingHeader",
+          "upcomingList"
+        ]
+      },
+      {
+        "id": "upcomingHeader",
+        "component": "CardHeader",
+        "title": "6. Deadlines — Next 2 Weeks",
+        "subtitle": "Aug 19 – Sep 01, 2026"
+      },
+      {
+        "id": "upcomingList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "upcomingItem1",
+          "upcomingItem2",
+          "upcomingItem3",
+          "upcomingItem4"
+        ]
+      },
+      {
+        "id": "upcomingItem1",
+        "component": "ListItem",
+        "title": "Beacon Mobile — RC Build",
+        "subtitle": "Due Aug 22 • Owner: Marcus Chen • At Risk"
+      },
+      {
+        "id": "upcomingItem2",
+        "component": "ListItem",
+        "title": "Delta Migration — Cutover Dry Run",
+        "subtitle": "Due Aug 25 • Owner: James Okafor • Blocked"
+      },
+      {
+        "id": "upcomingItem3",
+        "component": "ListItem",
+        "title": "Atlas Platform — Security Audit",
+        "subtitle": "Due Aug 28 • Owner: Priya Desai • On Track"
+      },
+      {
+        "id": "upcomingItem4",
+        "component": "ListItem",
+        "title": "Echo Commerce — Checkout Launch",
+        "subtitle": "Due Aug 30 • Owner: Aisha Khan • On Track"
+      },
+      {
+        "id": "paceCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "paceHeader",
+          "paceChart"
+        ]
+      },
+      {
+        "id": "paceHeader",
+        "component": "CardHeader",
+        "title": "7. Delivery Pace — Last 6 Sprints",
+        "subtitle": "Velocity (story points completed) • Trend: +29% vs Sprint 19"
+      },
+      {
+        "id": "paceChart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23",
+          "Sprint 24"
+        ],
+        "variant": "natural",
+        "xLabel": "Sprint",
+        "yLabel": "Points",
+        "series": [
+          "seriesVelocity"
+        ]
+      },
+      {
+        "id": "seriesVelocity",
+        "component": "Series",
+        "category": "Velocity",
+        "values": [
+          42,
+          38,
+          45,
+          51,
+          48,
+          54
+        ]
+      },
+      {
+        "id": "resourceCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "resourceHeader",
+          "resourceForm"
+        ]
+      },
+      {
+        "id": "resourceHeader",
+        "component": "CardHeader",
+        "title": "11. Request More People",
+        "subtitle": "Submit staffing request to PMO • Avg response 2 business days"
+      },
+      {
+        "id": "resourceForm",
+        "component": "Form",
+        "name": "requestResources",
+        "fields": [
+          "fcProject",
+          "fcRole",
+          "fcCount"
+        ],
+        "buttons": "resourceButtons"
+      },
+      {
+        "id": "fcProject",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "selectProject"
+      },
+      {
+        "id": "selectProject",
+        "component": "Select",
+        "name": "project",
+        "placeholder": "Choose project",
+        "items": [
+          "sp_Atlas",
+          "sp_Beacon",
+          "sp_Crest",
+          "sp_Delta"
+        ]
+      },
+      {
+        "id": "sp_Atlas",
+        "component": "SelectItem",
+        "value": "Atlas Platform",
+        "label": "Atlas Platform"
+      },
+      {
+        "id": "sp_Beacon",
+        "component": "SelectItem",
+        "value": "Beacon Mobile",
+        "label": "Beacon Mobile"
+      },
+      {
+        "id": "sp_Crest",
+        "component": "SelectItem",
+        "value": "Crest Analytics",
+        "label": "Crest Analytics"
+      },
+      {
+        "id": "sp_Delta",
+        "component": "SelectItem",
+        "value": "Delta Migration",
+        "label": "Delta Migration"
+      },
+      {
+        "id": "fcRole",
+        "component": "FormControl",
+        "label": "Role Needed",
+        "input": "inputRole",
+        "hint": "e.g., Senior Backend Engineer, QA Lead"
+      },
+      {
+        "id": "inputRole",
+        "component": "Input",
+        "name": "role",
+        "placeholder": "Enter role"
+      },
+      {
+        "id": "fcCount",
+        "component": "FormControl",
+        "label": "People Required",
+        "input": "sliderCount"
+      },
+      {
+        "id": "sliderCount",
+        "component": "Slider",
+        "name": "headcount",
+        "variant": "discrete",
+        "min": 1,
+        "max": 5,
+        "step": 1,
+        "defaultValue": [
+          2
+        ],
+        "label": "Headcount"
+      },
+      {
+        "id": "resourceButtons",
+        "component": "Buttons",
+        "buttons": [
+          "btnRequest"
+        ]
+      },
+      {
+        "id": "btnRequest",
+        "component": "Button",
+        "label": "Submit Request",
+        "variant": "primary"
+      },
+      {
+        "id": "archiveCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "archiveHeader",
+          "archiveDialog"
+        ]
+      },
+      {
+        "id": "archiveHeader",
+        "component": "CardHeader",
+        "title": "13. Archive Finished Project",
+        "subtitle": "Move completed projects to archive • Read-only after archiving"
+      },
+      {
+        "id": "archiveDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Archive Finished Project",
+        "title": "Archive Project",
+        "description": "Select a completed project to archive. This will lock editing and move it to the portfolio archive.",
+        "content": [
+          "archiveSelectControl",
+          "archiveButtons"
+        ]
+      },
+      {
+        "id": "archiveSelectControl",
+        "component": "FormControl",
+        "label": "Completed Project",
+        "input": "archiveSelect"
+      },
+      {
+        "id": "archiveSelect",
+        "component": "Select",
+        "name": "archiveProject",
+        "placeholder": "Select finished project",
+        "items": [
+          "as_Helios",
+          "as_Orion",
+          "as_Nova"
+        ]
+      },
+      {
+        "id": "as_Helios",
+        "component": "SelectItem",
+        "value": "Helios Infra",
+        "label": "Helios Infra — Done 2026-07-30"
+      },
+      {
+        "id": "as_Orion",
+        "component": "SelectItem",
+        "value": "Orion CRM",
+        "label": "Orion CRM — Done 2026-08-01"
+      },
+      {
+        "id": "as_Nova",
+        "component": "SelectItem",
+        "value": "Nova Website",
+        "label": "Nova Website — Done 2026-07-15"
+      },
+      {
+        "id": "archiveButtons",
+        "component": "Buttons",
+        "buttons": [
+          "btnArchive"
+        ]
+      },
+      {
+        "id": "btnArchive",
+        "component": "Button",
+        "label": "Confirm Archive",
+        "variant": "secondary",
+        "type": "destructive"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..9d1c2206b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r1.txt
@@ -0,0 +1,5 @@
+Operator console ready — all 12 required views on one live screen with region focus and curtailment controls.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"power-grid-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"GridOps Console"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"power-grid-console","components":[{"component":"Card","id":"root","variant":"clear","direction":"column","gap":"m","children":["header","kpiRow","controlsRow","generationCard","forecastCard","plantsCard","outagesMaintenanceRow","alertsCard","footerText"]},{"component":"CardHeader","id":"header","title":"National Grid Operations Console","subtitle":"Live system overview • 18 Aug 2026 14:32 UTC • Operator: Control Room A • Frequency 50.02 Hz"},{"component":"Card","id":"kpiRow","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiLoadCard","kpiCapacityCard","kpiPriceCard","kpiEmissionsCard"]},{"component":"Card","id":"kpiLoadCard","variant":"card","direction":"column","gap":"s","children":["kpiLoadTitle","kpiLoadValue","kpiLoadSub","kpiLoadTag"]},{"component":"Card","id":"kpiCapacityCard","variant":"card","direction":"column","gap":"s","children":["kpiCapTitle","kpiCapProgress","kpiCapSub","kpiCapDetail"]},{"component":"Card","id":"kpiPriceCard","variant":"card","direction":"column","gap":"s","children":["kpiPriceTitle","kpiPriceValue","kpiPriceSub","kpiPriceTag"]},{"component":"Card","id":"kpiEmissionsCard","variant":"card","direction":"column","gap":"s","children":["kpiEmTitle","kpiEmValue","kpiEmSub","kpiEmProgress"]},{"component":"Card","id":"controlsRow","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["regionFilterCard","curtailmentCard"]},{"component":"Card","id":"regionFilterCard","variant":"sunk","direction":"column","gap":"s","children":["regionHeading","regionFormControl","regionSelect","regionHint"]},{"component":"Card","id":"curtailmentCard","variant":"card","direction":"column","gap":"s","children":["curtailHeading","curtailForm","curtailButtons"]},{"component":"Card","id":"generationCard","variant":"card","direction":"column","gap":"m","children":["genHeading","genPie","genCaption","genSeparator","genTableHint"]},{"component":"Card","id":"forecastCard","variant":"card","direction":"column","gap":"s","children":["forecastHeading","forecastLine","forecastSub"]},{"component":"Card","id":"plantsCard","variant":"card","direction":"column","gap":"s","children":["plantsHeading","plantsTable"]},{"component":"Card","id":"outagesMaintenanceRow","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["outagesCard","maintenanceCard"]},{"component":"Card","id":"outagesCard","variant":"card","direction":"column","gap":"s","children":["outagesHeading","outagesTable"]},{"component":"Card","id":"maintenanceCard","variant":"sunk","direction":"column","gap":"s","children":["maintHeading","maintCalendar","maintList"]},{"component":"Card","id":"alertsCard","variant":"card","direction":"column","gap":"s","children":["alertsHeading","alertLive1","alertLive2","alertLive3","alertsList"]},{"component":"TextContent","id":"kpiLoadTitle","text":"1. CURRENT LOAD","size":"small"},{"component":"Heading","id":"kpiLoadValue","text":"42.8 GW","level":"h1"},{"component":"TextContent","id":"kpiLoadSub","text":"Demand right now • Peak today 44.1 GW at 13:00 • +2.3% vs yesterday","size":"small"},{"component":"Tag","id":"kpiLoadTag","text":"● LIVE TELEMETRY","variant":"success","size":"sm"},{"component":"TextContent","id":"kpiCapTitle","text":"2. CAPACITY HEADROOM","size":"small"},{"component":"Progress","id":"kpiCapProgress","value":78,"label":"78% of 55 GW firm capacity in use"},{"component":"TextContent","id":"kpiCapSub","text":"12.2 GW reserve remaining • Threshold 85% triggers amber alert","size":"small"},{"component":"TextContent","id":"kpiCapDetail","text":"Available: 55.0 GW  •  In use: 42.8 GW  •  Margin: 12.2 GW","size":"small"},{"component":"TextContent","id":"kpiPriceTitle","text":"7. PRICE — £ / MWh","size":"small"},{"component":"Heading","id":"kpiPriceValue","text":"£ 128.40","level":"h1"},{"component":"TextContent","id":"kpiPriceSub","text":"System sell price • +£6.20 (5.1%) last hour • Day avg £112.10","size":"small"},{"component":"Tag","id":"kpiPriceTag","text":"▲ VOLATILE","variant":"warning","size":"sm"},{"component":"TextContent","id":"kpiEmTitle","text":"12. EMISSIONS TODAY","size":"small"},{"component":"Heading","id":"kpiEmValue","text":"18,420 tCO₂","level":"h2"},{"component":"TextContent","id":"kpiEmSub","text":"Carbon intensity 184 gCO₂/kWh • -8% vs yesterday • Budget 24,000 t","size":"small"},{"component":"Progress","id":"kpiEmProgress","value":77,"label":"77% of daily carbon budget"},{"component":"Heading","id":"regionHeading","text":"10. REGION FOCUS","level":"h3"},{"component":"FormControl","id":"regionFormControl","label":"Filter entire console by region","input":"regionSelect"},{"component":"Select","id":"regionSelect","name":"regionFocus","placeholder":"Select region","items":["regionAll","regionNorth","regionMidlands","regionSE","regionSW","regionScot"]},{"component":"SelectItem","id":"regionAll","value":"all","label":"All Regions — National View"},{"component":"SelectItem","id":"regionNorth","value":"north","label":"North (Manchester / Leeds)"},{"component":"SelectItem","id":"regionMidlands","value":"midlands","label":"Midlands (Birmingham)"},{"component":"SelectItem","id":"regionSE","value":"southeast","label":"South East (London / Kent)"},{"component":"SelectItem","id":"regionSW","value":"southwest","label":"South West (Bristol / Exeter)"},{"component":"SelectItem","id":"regionScot","value":"scotland","label":"Scotland (Glasgow / Edinburgh)"},{"component":"TextContent","id":"regionHint","text":"Applies to load, generation, plants, outages and forecast.","size":"small"},{"component":"Heading","id":"curtailHeading","text":"11. ORDER CURTAILMENT","level":"h3"},{"component":"Form","id":"curtailForm","name":"curtailmentOrder","fields":["curtailPlantControl","curtailAmountControl","curtailReasonControl"],"buttons":"curtailButtons"},{"component":"FormControl","id":"curtailPlantControl","label":"Plant to curtail","input":"curtailPlantSelect"},{"component":"Select","id":"curtailPlantSelect","name":"curtailPlant","placeholder":"Choose plant","items":["plantOpt1","plantOpt2","plantOpt3","plantOpt4","plantOpt5"]},{"component":"SelectItem","id":"plantOpt1","value":"hornsea2","label":"Hornsea 2 Wind — 1,320 MW"},{"component":"SelectItem","id":"plantOpt2","value":"doggerbank","label":"Dogger Bank C Wind — 1,200 MW"},{"component":"SelectItem","id":"plantOpt3","value":"hinkley","label":"Hinkley Point B Nuclear — 1,250 MW"},{"component":"SelectItem","id":"plantOpt4","value":"drax","label":"Drax Biomass Unit 3 — 645 MW"},{"component":"SelectItem","id":"plantOpt5","value":"pembroke","label":"Pembroke Gas CCGT — 2,200 MW"},{"component":"FormControl","id":"curtailAmountControl","label":"Curtailment amount (MW)","input":"curtailSlider"},{"component":"Slider","id":"curtailSlider","name":"curtailMW","variant":"discrete","min":0,"max":500,"step":25,"defaultValue":[150],"label":"MW to curtail"},{"component":"FormControl","id":"curtailReasonControl","label":"Reason / Instruction","input":"curtailReasonSelect"},{"component":"Select","id":"curtailReasonSelect","name":"curtailReason","placeholder":"Select reason","items":["reasonOpt1","reasonOpt2","reasonOpt3"]},{"component":"SelectItem","id":"reasonOpt1","value":"stability","label":"Grid stability — frequency control"},{"component":"SelectItem","id":"reasonOpt2","value":"overload","label":"Thermal overload — line constraint"},{"component":"SelectItem","id":"reasonOpt3","value":"market","label":"Market price — negative pricing"},{"component":"Buttons","id":"curtailButtons","buttons":["curtailSubmit","curtailClear"],"direction":"row"},{"component":"Button","id":"curtailSubmit","label":"⚡ Order Curtailment","variant":"primary"},{"component":"Button","id":"curtailClear","label":"Clear","variant":"secondary"},{"component":"Heading","id":"genHeading","text":"3. GENERATION SPLIT BY SOURCE — 42.8 GW Total","level":"h3"},{"component":"PieChart","id":"genPie","labels":["Wind","Solar","Gas CCGT","Nuclear","Hydro","Imports / Other"],"values":[16.3,9.4,10.7,4.3,1.3,0.8],"variant":"donut"},{"component":"TextContent","id":"genCaption","text":"Wind 38% • Solar 22% • Gas 25% • Nuclear 10% • Hydro 3% • Imports 2%  •  Renewables 63% of mix","size":"small"},{"component":"Separator","id":"genSeparator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"genTableHint","text":"See plant table below for per-plant breakdown.","size":"small"},{"component":"Heading","id":"forecastHeading","text":"6. DEMAND FORECAST — NEXT 24 HOURS","level":"h3"},{"component":"LineChart","id":"forecastLine","labels":["14:00","16:00","18:00","20:00","22:00","00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00"],"series":["forecastSeriesActual","forecastSeriesForecast"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"GW"},{"component":"Series","id":"forecastSeriesActual","category":"Actual / Now","values":[42.8,43.5,44.8,43.2,38.5,34.2,31.8,30.5,32.1,37.4,41.2,42.5,42.9]},{"component":"Series","id":"forecastSeriesForecast","category":"Forecast","values":[42.8,43.2,44.5,43,38.8,34.5,32,30.8,32.5,38,41.5,43,43.1]},{"component":"TextContent","id":"forecastSub","text":"Peak forecast 44.5 GW at 18:00 • Confidence 92% • Weather: Wind easing overnight, solar peak 11:00 tomorrow","size":"small"},{"component":"Heading","id":"plantsHeading","text":"4. EACH PLANT — OUTPUT & STATUS","level":"h3"},{"component":"Table","id":"plantsTable","columns":["colPlant","colRegion","colSource","colOutput","colStatus","colAvail"]},{"component":"Col","id":"colPlant","label":"Plant","data":["Hornsea 2","Dogger Bank C","Hinkley Point B","Sizewell C","Pembroke CCGT","Drax Unit 3","Cruachan Hydro","London Array"],"type":"string"},{"component":"Col","id":"colRegion","label":"Region","data":["North","North","South West","South East","South West","Midlands","Scotland","South East"],"type":"string"},{"component":"Col","id":"colSource","label":"Source","data":["Wind","Wind","Nuclear","Nuclear","Gas","Biomass","Hydro","Wind"],"type":"string"},{"component":"Col","id":"colOutput","label":"Output MW","data":[1240,980,1220,0,1850,610,320,420],"type":"number"},{"component":"Col","id":"colStatus","label":"Status","data":["● Generating","● Generating","● Generating","○ Offline — refuel","● Generating","● Generating","◐ Pumping","● Generating"],"type":"string"},{"component":"Col","id":"colAvail","label":"Avail %","data":[94,82,98,0,84,95,100,68],"type":"number"},{"component":"Heading","id":"outagesHeading","text":"5. OUTAGES — AFFECTED REGION","level":"h3"},{"component":"Table","id":"outagesTable","columns":["colOutAsset","colOutRegion","colOutImpact","colOutStatus","colOutEta"]},{"component":"Col","id":"colOutAsset","label":"Asset","data":["Sizewell C Reactor 1","Blyth–Eccles 400kV Line","Whitelee Wind Cluster","Dinorwig Unit 2"],"type":"string"},{"component":"Col","id":"colOutRegion","label":"Affected Region","data":["South East","North","Scotland","Wales / Midlands"],"type":"string"},{"component":"Col","id":"colOutImpact","label":"Impact MW","data":[1250,0,210,300],"type":"number"},{"component":"Col","id":"colOutStatus","label":"Status","data":["Forced outage","Planned — line work","Partial — 12 turbines","Tripped — inspection"],"type":"string"},{"component":"Col","id":"colOutEta","label":"ETA Return","data":["22 Aug 18:00","Today 19:30","Tomorrow 06:00","Today 16:00"],"type":"string"},{"component":"Heading","id":"maintHeading","text":"8. MAINTENANCE PLANNED THIS MONTH","level":"h3"},{"component":"CalendarBlock","id":"maintCalendar","mode":"single","defaultMonth":"2026-08-01","numberOfMonths":1,"captionLayout":"label"},{"component":"ListBlock","id":"maintList","variant":"number","items":["maintItem1","maintItem2","maintItem3","maintItem4"]},{"component":"ListItem","id":"maintItem1","title":"19 Aug — Pembroke CCGT Unit 2 inspection","subtitle":"South West • 48h • -1,100 MW • Approved"},{"component":"ListItem","id":"maintItem2","title":"22–24 Aug — Hinkley–Seabank 400kV outage","subtitle":"South West / Midlands • Line derating 30%"},{"component":"ListItem","id":"maintItem3","title":"25 Aug — Cruachan Hydro reservoir works","subtitle":"Scotland • Pumping unavailable 06:00–18:00"},{"component":"ListItem","id":"maintItem4","title":"28 Aug — Dogger Bank export cable test","subtitle":"North • Wind constrained to 600 MW 09:00–15:00"},{"component":"Heading","id":"alertsHeading","text":"9. LIVE ALERTS — AS THEY ARRIVE","level":"h3"},{"component":"Alert","id":"alertLive1","title":"14:31 — Frequency dip 49.82 Hz","description":"North region — Auto-response dispatched 120 MW. Recovered to 50.02 Hz.","variant":"warning"},{"component":"Alert","id":"alertLive2","title":"14:28 — Thermal limit 92% — Eccles–Stella line","description":"North • Load 1,420 MW / 1,540 MW limit. Consider curtailment.","variant":"destructive"},{"component":"Alert","id":"alertLive3","title":"14:15 — Wind ramp +450 MW in 15 min","description":"Scotland/North — Forecast updated. Price pressure easing.","variant":"success"},{"component":"ListBlock","id":"alertsList","variant":"number","items":["alertItem1","alertItem2","alertItem3","alertItem4"]},{"component":"ListItem","id":"alertItem1","title":"14:05 — INFO — Interconnector IFA2 at 82% import","subtitle":"South East • 820 MW from France"},{"component":"ListItem","id":"alertItem2","title":"13:52 — WARNING — Demand above forecast +1.2 GW","subtitle":"National • Heat pump load higher than modelled"},{"component":"ListItem","id":"alertItem3","title":"13:40 — RESOLVED — Dinorwig trip cleared","subtitle":"Wales • Unit 1 back online, 300 MW restored"},{"component":"ListItem","id":"alertItem4","title":"13:22 — INFO — Emissions intensity falling","subtitle":"184 gCO₂/kWh • Wind+solar now 60%+"},{"component":"TextContent","id":"footerText","text":"Console covers: 1 Load 42.8 GW • 2 Capacity 78% • 3 Generation split • 4 Plants • 5 Outages • 6 24h Forecast • 7 Price £128.40 • 8 Maintenance • 9 Live Alerts • 10 Region Focus • 11 Curtailment • 12 Emissions 18,420 tCO₂","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..af8f2879e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r2.txt
@@ -0,0 +1,856 @@
+Operator console covering all 12 requested items — live load, capacity, generation, plants, outages, forecast, price, maintenance, alerts, region focus and curtailment.
+
+<a2ui-json>[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "power-console-001",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "power-console-001",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header",
+            "regionCard",
+            "kpiRow",
+            "middleRow",
+            "plantsCard",
+            "outagesMaintenanceRow",
+            "curtailmentCard",
+            "alertsCard"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Power Network Operator Console",
+          "subtitle": "National Grid • Live SCADA • 14:42 UTC • Auto-refresh 5s"
+        },
+        {
+          "id": "regionCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "regionSelect",
+            "btnFocusRegionContainer"
+          ]
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "regionFocus",
+          "placeholder": "Focus on region...",
+          "value": "all",
+          "items": [
+            "regionAll",
+            "regionNorth",
+            "regionSouth",
+            "regionEast",
+            "regionWest",
+            "regionCentral"
+          ]
+        },
+        {
+          "id": "regionAll",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions (National)"
+        },
+        {
+          "id": "regionNorth",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "North Region"
+        },
+        {
+          "id": "regionSouth",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "South Region"
+        },
+        {
+          "id": "regionEast",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "East Region"
+        },
+        {
+          "id": "regionWest",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "West Region"
+        },
+        {
+          "id": "regionCentral",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Central Region"
+        },
+        {
+          "id": "btnFocusRegionContainer",
+          "component": "Buttons",
+          "buttons": [
+            "btnFocusRegion"
+          ]
+        },
+        {
+          "id": "btnFocusRegion",
+          "component": "Button",
+          "label": "Focus View",
+          "variant": "primary"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "kpiLoadCard",
+            "kpiCapacityCard",
+            "kpiPriceCard",
+            "kpiEmissionsCard"
+          ]
+        },
+        {
+          "id": "kpiLoadCard",
+          "component": "Card",
+          "children": [
+            "kpiLoadHeading",
+            "kpiLoadValue",
+            "kpiLoadSub"
+          ]
+        },
+        {
+          "id": "kpiLoadHeading",
+          "component": "TextContent",
+          "text": "1 — CURRENT LOAD",
+          "size": "small"
+        },
+        {
+          "id": "kpiLoadValue",
+          "component": "Heading",
+          "text": "4,850 MW",
+          "level": "h1"
+        },
+        {
+          "id": "kpiLoadSub",
+          "component": "TextContent",
+          "text": "▲ +124 MW vs 5min ago • Frequency 50.02 Hz",
+          "size": "small"
+        },
+        {
+          "id": "kpiCapacityCard",
+          "component": "Card",
+          "children": [
+            "kpiCapacityHeading",
+            "kpiCapacityProgress",
+            "kpiCapacityText"
+          ]
+        },
+        {
+          "id": "kpiCapacityHeading",
+          "component": "TextContent",
+          "text": "2 — CAPACITY HEADROOM",
+          "size": "small"
+        },
+        {
+          "id": "kpiCapacityProgress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of 6,200 MW firm capacity"
+        },
+        {
+          "id": "kpiCapacityText",
+          "component": "TextContent",
+          "text": "1,350 MW remaining • Reserve margin: 12.4% • Status: AMBER",
+          "size": "small"
+        },
+        {
+          "id": "kpiPriceCard",
+          "component": "Card",
+          "children": [
+            "kpiPriceHeading",
+            "kpiPriceValue",
+            "kpiPriceSub"
+          ]
+        },
+        {
+          "id": "kpiPriceHeading",
+          "component": "TextContent",
+          "text": "7 — SPOT PRICE",
+          "size": "small"
+        },
+        {
+          "id": "kpiPriceValue",
+          "component": "Heading",
+          "text": "$112.40 / MWh",
+          "level": "h2"
+        },
+        {
+          "id": "kpiPriceSub",
+          "component": "TextContent",
+          "text": "▲ $8.20 (7.9%) last hour • Peak: $118.10",
+          "size": "small"
+        },
+        {
+          "id": "kpiEmissionsCard",
+          "component": "Card",
+          "children": [
+            "kpiEmissionsHeading",
+            "kpiEmissionsValue",
+            "kpiEmissionsSub"
+          ]
+        },
+        {
+          "id": "kpiEmissionsHeading",
+          "component": "TextContent",
+          "text": "12 — EMISSIONS TODAY",
+          "size": "small"
+        },
+        {
+          "id": "kpiEmissionsValue",
+          "component": "Heading",
+          "text": "1,840 tCO₂",
+          "level": "h2"
+        },
+        {
+          "id": "kpiEmissionsSub",
+          "component": "TextContent",
+          "text": "Intensity 379 g/kWh • -6.2% vs yesterday",
+          "size": "small"
+        },
+        {
+          "id": "middleRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "generationCard",
+            "forecastCard"
+          ]
+        },
+        {
+          "id": "generationCard",
+          "component": "Card",
+          "children": [
+            "generationHeader",
+            "generationPie",
+            "generationLegend"
+          ]
+        },
+        {
+          "id": "generationHeader",
+          "component": "CardHeader",
+          "title": "3 — Generation Split by Source",
+          "subtitle": "Total 4,850 MW dispatched now"
+        },
+        {
+          "id": "generationPie",
+          "component": "PieChart",
+          "labels": [
+            "Gas CCGT",
+            "Wind",
+            "Solar",
+            "Hydro",
+            "Coal",
+            "Nuclear"
+          ],
+          "values": [
+            1850,
+            1200,
+            950,
+            480,
+            320,
+            50
+          ],
+          "variant": "donut"
+        },
+        {
+          "id": "generationLegend",
+          "component": "TextContent",
+          "text": "Gas 38.1% • Wind 24.7% • Solar 19.6% • Hydro 9.9% • Coal 6.6% • Nuclear 1.0%",
+          "size": "small"
+        },
+        {
+          "id": "forecastCard",
+          "component": "Card",
+          "children": [
+            "forecastHeader",
+            "forecastChart",
+            "forecastNote"
+          ]
+        },
+        {
+          "id": "forecastHeader",
+          "component": "CardHeader",
+          "title": "6 — Demand Forecast (Next 24 Hours)",
+          "subtitle": "MW • Weather-adjusted • Peak 5,420 MW @ 18:00"
+        },
+        {
+          "id": "forecastSeries",
+          "component": "Series",
+          "category": "Forecast MW",
+          "values": [
+            4850,
+            4720,
+            4580,
+            4450,
+            4380,
+            4420,
+            4680,
+            4950,
+            5180,
+            5280,
+            5350,
+            5380,
+            5300,
+            5250,
+            5320,
+            5420,
+            5380,
+            5200,
+            4980,
+            4750,
+            4620,
+            4550,
+            4480,
+            4400
+          ]
+        },
+        {
+          "id": "forecastChart",
+          "component": "AreaChart",
+          "labels": [
+            "15:00",
+            "16:00",
+            "17:00",
+            "18:00",
+            "19:00",
+            "20:00",
+            "21:00",
+            "22:00",
+            "23:00",
+            "00:00",
+            "01:00",
+            "02:00",
+            "03:00",
+            "04:00",
+            "05:00",
+            "06:00",
+            "07:00",
+            "08:00",
+            "09:00",
+            "10:00",
+            "11:00",
+            "12:00",
+            "13:00",
+            "14:00"
+          ],
+          "series": [
+            "forecastSeries"
+          ],
+          "variant": "natural",
+          "yLabel": "MW",
+          "xLabel": "Hour"
+        },
+        {
+          "id": "forecastNote",
+          "component": "TextContent",
+          "text": "Evening ramp +570 MW expected. Wind drop-off 18:00-20:00.",
+          "size": "small"
+        },
+        {
+          "id": "plantsCard",
+          "component": "Card",
+          "children": [
+            "plantsHeader",
+            "plantsTable"
+          ]
+        },
+        {
+          "id": "plantsHeader",
+          "component": "CardHeader",
+          "title": "4 — Each Plant: Output & Status",
+          "subtitle": "Filtered by selected region • 6 units shown"
+        },
+        {
+          "id": "plantsTable",
+          "component": "Table",
+          "columns": [
+            "colPlant",
+            "colSource",
+            "colOutput",
+            "colCapacity",
+            "colStatus",
+            "colRegion"
+          ]
+        },
+        {
+          "id": "colPlant",
+          "component": "Col",
+          "label": "Plant",
+          "data": [
+            "Northfield CCGT",
+            "Seabreeze Wind Farm",
+            "Sunridge Solar Park",
+            "Highland Hydro",
+            "Riverside Coal",
+            "Bayview Nuclear"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colSource",
+          "component": "Col",
+          "label": "Source",
+          "data": [
+            "Gas",
+            "Wind",
+            "Solar",
+            "Hydro",
+            "Coal",
+            "Nuclear"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colOutput",
+          "component": "Col",
+          "label": "Output (MW)",
+          "data": [
+            850,
+            620,
+            480,
+            310,
+            320,
+            50
+          ],
+          "type": "number"
+        },
+        {
+          "id": "colCapacity",
+          "component": "Col",
+          "label": "Capacity",
+          "data": [
+            950,
+            800,
+            600,
+            400,
+            450,
+            500
+          ],
+          "type": "number"
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "data": [
+            "Online",
+            "Online - Curtailed",
+            "Online",
+            "Online",
+            "Offline - Outage",
+            "Online - Derated"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colRegion",
+          "component": "Col",
+          "label": "Region",
+          "data": [
+            "North",
+            "West",
+            "South",
+            "Central",
+            "East",
+            "South"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "outagesMaintenanceRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": [
+            "outagesCard",
+            "maintenanceCard"
+          ]
+        },
+        {
+          "id": "outagesCard",
+          "component": "Card",
+          "children": [
+            "outagesHeader",
+            "outagesTable"
+          ]
+        },
+        {
+          "id": "outagesHeader",
+          "component": "CardHeader",
+          "title": "5 — Active Outages",
+          "subtitle": "Affected region for each"
+        },
+        {
+          "id": "outagesTable",
+          "component": "Table",
+          "columns": [
+            "colOutageId",
+            "colOutageAsset",
+            "colOutageRegion",
+            "colOutageMW",
+            "colOutageETA"
+          ]
+        },
+        {
+          "id": "colOutageId",
+          "component": "Col",
+          "label": "ID",
+          "data": [
+            "OUT-1842",
+            "OUT-1845",
+            "OUT-1847"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colOutageAsset",
+          "component": "Col",
+          "label": "Asset",
+          "data": [
+            "Riverside Coal U2",
+            "West 132kV Line W-7",
+            "Bayview Nuclear P1"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colOutageRegion",
+          "component": "Col",
+          "label": "Affected Region",
+          "data": [
+            "East",
+            "West",
+            "South"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colOutageMW",
+          "component": "Col",
+          "label": "Lost MW",
+          "data": [
+            320,
+            180,
+            450
+          ],
+          "type": "number"
+        },
+        {
+          "id": "colOutageETA",
+          "component": "Col",
+          "label": "ETA Restore",
+          "data": [
+            "Today 22:00",
+            "Tomorrow 06:00",
+            "Aug 28"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "maintenanceCard",
+          "component": "Card",
+          "children": [
+            "maintenanceHeader",
+            "maintenanceTable"
+          ]
+        },
+        {
+          "id": "maintenanceHeader",
+          "component": "CardHeader",
+          "title": "8 — Maintenance Planned This Month",
+          "subtitle": "August 2026 • 4 scheduled"
+        },
+        {
+          "id": "maintenanceTable",
+          "component": "Table",
+          "columns": [
+            "colMaintDate",
+            "colMaintAsset",
+            "colMaintRegion",
+            "colMaintType"
+          ]
+        },
+        {
+          "id": "colMaintDate",
+          "component": "Col",
+          "label": "Date",
+          "data": [
+            "Aug 20",
+            "Aug 22-23",
+            "Aug 26",
+            "Aug 29"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colMaintAsset",
+          "component": "Col",
+          "label": "Asset",
+          "data": [
+            "Northfield CCGT - Turbine insp.",
+            "Seabreeze WF - Blade service",
+            "Central Substation TR-3",
+            "Highland Hydro - Gate test"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colMaintRegion",
+          "component": "Col",
+          "label": "Region",
+          "data": [
+            "North",
+            "West",
+            "Central",
+            "Central"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "colMaintType",
+          "component": "Col",
+          "label": "Type",
+          "data": [
+            "Preventive",
+            "Corrective",
+            "Planned Outage",
+            "Test"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "curtailmentCard",
+          "component": "Card",
+          "children": [
+            "curtailmentHeader",
+            "curtailmentForm"
+          ]
+        },
+        {
+          "id": "curtailmentHeader",
+          "component": "CardHeader",
+          "title": "11 — Order Curtailment",
+          "subtitle": "Dispatch instruction to reduce output • Requires confirmation"
+        },
+        {
+          "id": "curtailmentForm",
+          "component": "Form",
+          "name": "curtailmentOrder",
+          "buttons": "curtailmentButtons",
+          "fields": [
+            "fcPlant",
+            "fcAmount",
+            "fcReason",
+            "fcNotes"
+          ]
+        },
+        {
+          "id": "curtailmentButtons",
+          "component": "Buttons",
+          "buttons": [
+            "btnCurtail",
+            "btnCancelCurtail"
+          ]
+        },
+        {
+          "id": "btnCurtail",
+          "component": "Button",
+          "label": "Issue Curtailment Order",
+          "variant": "primary"
+        },
+        {
+          "id": "btnCancelCurtail",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        },
+        {
+          "id": "fcPlant",
+          "component": "FormControl",
+          "label": "Plant to Curtail",
+          "input": "selectPlant"
+        },
+        {
+          "id": "selectPlant",
+          "component": "Select",
+          "name": "plant",
+          "placeholder": "Select plant",
+          "items": [
+            "siPlant1",
+            "siPlant2",
+            "siPlant3",
+            "siPlant4"
+          ]
+        },
+        {
+          "id": "siPlant1",
+          "component": "SelectItem",
+          "value": "seabreeze",
+          "label": "Seabreeze Wind Farm (620 MW)"
+        },
+        {
+          "id": "siPlant2",
+          "component": "SelectItem",
+          "value": "sunridge",
+          "label": "Sunridge Solar Park (480 MW)"
+        },
+        {
+          "id": "siPlant3",
+          "component": "SelectItem",
+          "value": "northfield",
+          "label": "Northfield CCGT (850 MW)"
+        },
+        {
+          "id": "siPlant4",
+          "component": "SelectItem",
+          "value": "highland",
+          "label": "Highland Hydro (310 MW)"
+        },
+        {
+          "id": "fcAmount",
+          "component": "FormControl",
+          "label": "Curtail by (MW)",
+          "hint": "Slide to set reduction 0-300 MW",
+          "input": "sliderAmount"
+        },
+        {
+          "id": "sliderAmount",
+          "component": "Slider",
+          "name": "amount",
+          "variant": "discrete",
+          "min": 0,
+          "max": 300,
+          "step": 10,
+          "defaultValue": [
+            50
+          ],
+          "label": "MW"
+        },
+        {
+          "id": "fcReason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "radioReason"
+        },
+        {
+          "id": "radioReason",
+          "component": "RadioGroup",
+          "name": "reason",
+          "items": [
+            "riReason1",
+            "riReason2",
+            "riReason3"
+          ],
+          "defaultValue": "congestion"
+        },
+        {
+          "id": "riReason1",
+          "component": "RadioItem",
+          "label": "Network Congestion",
+          "description": "Line overload / thermal limit",
+          "value": "congestion"
+        },
+        {
+          "id": "riReason2",
+          "component": "RadioItem",
+          "label": "Oversupply",
+          "description": "Generation exceeds demand",
+          "value": "oversupply"
+        },
+        {
+          "id": "riReason3",
+          "component": "RadioItem",
+          "label": "Frequency Control",
+          "description": "Ancillary service dispatch",
+          "value": "frequency"
+        },
+        {
+          "id": "fcNotes",
+          "component": "FormControl",
+          "label": "Operator Notes (optional)",
+          "input": "textNotes"
+        },
+        {
+          "id": "textNotes",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "e.g., Curtail Seabreeze 80MW due to W-7 line limit until 22:00...",
+          "rows": 2
+        },
+        {
+          "id": "alertsCard",
+          "component": "Card",
+          "children": [
+            "alertsHeader",
+            "alertLive1",
+            "alertLive2",
+            "alertLive3",
+            "alertsFooter"
+          ]
+        },
+        {
+          "id": "alertsHeader",
+          "component": "CardHeader",
+          "title": "9 — Live Alerts",
+          "subtitle": "Streaming • Last 3 events • Auto-dismiss after ack"
+        },
+        {
+          "id": "alertLive1",
+          "component": "Alert",
+          "title": "14:41:22 • WARNING • West Region",
+          "description": "Line W-7 loading 96% - approaching thermal limit. Wind curtailment recommended.",
+          "variant": "warning"
+        },
+        {
+          "id": "alertLive2",
+          "component": "Alert",
+          "title": "14:38:05 • CRITICAL • East Region",
+          "description": "Riverside Coal U2 trip - 320 MW lost. Frequency dip to 49.88 Hz, recovered.",
+          "variant": "destructive"
+        },
+        {
+          "id": "alertLive3",
+          "component": "Alert",
+          "title": "14:35:11 • INFO • System",
+          "description": "Demand forecast revised +120 MW for 18:00 peak due to temperature rise.",
+          "variant": "info"
+        },
+        {
+          "id": "alertsFooter",
+          "component": "TextContent",
+          "text": "● Live feed connected • 3 unacknowledged • Use region focus (10) to filter alerts and data above.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..f563325d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r3.txt
@@ -0,0 +1,3 @@
+Operator console covering all 12 requested items — live grid monitoring with regional focus and curtailment control.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"power-operator-console","catalogId":"thesys.dev:c1-openui"}}</a2ui-json> <a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"power-operator-console","components":[{"component":"Card","id":"root","children":["header","regionControlCard","metricsRow","generationAndForecastRow","plantsCard","outagesMaintenanceRow","alertsAndCurtailmentRow","footerText"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Power Network Operator Console","subtitle":"National Grid • Live SCADA • 18 Aug 2026 — 14:42 UTC"},{"component":"Card","id":"regionControlCard","children":["regionFormControl","regionHint"],"variant":"sunk","direction":"row","align":"center","justify":"between"},{"component":"FormControl","id":"regionFormControl","label":"Focus Region (10)","input":"regionSelect","hint":"Filters load, plants, outages and forecast to selected region"},{"component":"Select","id":"regionSelect","name":"region","items":["siAll","siNorth","siSouth","siEast","siWest","siCentral"],"placeholder":"All Regions — National View","value":"All"},{"component":"SelectItem","id":"siAll","value":"All","label":"All Regions — National"},{"component":"SelectItem","id":"siNorth","value":"North","label":"North"},{"component":"SelectItem","id":"siSouth","value":"South","label":"South"},{"component":"SelectItem","id":"siEast","value":"East","label":"East"},{"component":"SelectItem","id":"siWest","value":"West","label":"West"},{"component":"SelectItem","id":"siCentral","value":"Central","label":"Central"},{"component":"TextContent","id":"regionHint","text":"Active filter: **All Regions** • Use selector to drill down","size":"small"},{"component":"Card","id":"metricsRow","children":["loadCard","capacityCard","priceCard","emissionsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"loadCard","children":["loadHeading","loadValue","loadSub"],"variant":"card","gap":"xs"},{"component":"Heading","id":"loadHeading","text":"Current Load (1)","level":"h4"},{"component":"TextContent","id":"loadValue","text":"4,872 MW","size":"large-heavy"},{"component":"TextContent","id":"loadSub","text":"Updated 14:42 UTC • +124 MW (15m)","size":"small"},{"component":"Card","id":"capacityCard","children":["capacityHeading","capacityProgress","capacityText"],"variant":"card","gap":"s"},{"component":"Heading","id":"capacityHeading","text":"Capacity Headroom (2)","level":"h4"},{"component":"Progress","id":"capacityProgress","value":81.2,"label":"81.2% of 6,000 MW capacity"},{"component":"TextContent","id":"capacityText","text":"4,872 / 6,000 MW used • 1,128 MW reserve • Status: AMBER","size":"small"},{"component":"Card","id":"priceCard","children":["priceHeading","priceValue","priceSub"],"variant":"card","gap":"xs"},{"component":"Heading","id":"priceHeading","text":"Price (7) — $/MWh","level":"h4"},{"component":"TextContent","id":"priceValue","text":"$87.40","size":"large-heavy"},{"component":"TextContent","id":"priceSub","text":"Spot • +$3.20 vs 1h ago • Peak: $94.10","size":"small"},{"component":"Card","id":"emissionsCard","children":["emissionsHeading","emissionsValue","emissionsSub"],"variant":"card","gap":"xs"},{"component":"Heading","id":"emissionsHeading","text":"Emissions Today (12)","level":"h4"},{"component":"TextContent","id":"emissionsValue","text":"1,842 tCO₂","size":"large-heavy"},{"component":"TextContent","id":"emissionsSub","text":"Intensity: 378 g/kWh • -6% vs yesterday","size":"small"},{"component":"Card","id":"generationAndForecastRow","children":["generationCard","forecastCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"generationCard","children":["generationHeader","generationPie","generationCaption"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"generationHeader","title":"Generation Split by Source (3)","subtitle":"Total 4,872 MW • 5 sources"},{"component":"PieChart","id":"generationPie","labels":["Solar 18%","Wind 27%","Gas CC 35%","Hydro 12%","Coal 8%"],"values":[876,1315,1705,585,391],"variant":"donut"},{"component":"TextContent","id":"generationCaption","text":"Wind + Solar = 45% renewable • Gas is marginal setter","size":"small"},{"component":"Card","id":"forecastCard","children":["forecastHeader","forecastChart","forecastNote"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"forecastHeader","title":"Demand Forecast — Next 24 Hours (6)","subtitle":"National demand • Peak 5,400 MW at 14:00"},{"component":"LineChart","id":"forecastChart","labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["forecastSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"MW"},{"component":"Series","id":"forecastSeries","category":"Forecast Demand","values":[3200,2950,2800,3100,4100,4850,5200,5400,5100,4950,4600,3800]},{"component":"TextContent","id":"forecastNote","text":"Evening ramp 18:00-20:00 • Reserve drops to 600 MW at peak","size":"small"},{"component":"Card","id":"plantsCard","children":["plantsHeader","plantsTable"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"plantsHeader","title":"Plants — Output & Status (4)","subtitle":"6 plants • Click region filter to isolate"},{"component":"Table","id":"plantsTable","columns":["colPlant","colSource","colOutput","colStatus","colRegion"]},{"component":"Col","id":"colPlant","label":"Plant","data":["Sunfield Solar Farm","North Ridge Wind","Riverside Gas CC","Highland Hydro","Blackstone Coal","Coastal Wind II"],"type":"string"},{"component":"Col","id":"colSource","label":"Source","data":["Solar","Wind","Gas CC","Hydro","Coal","Wind"],"type":"string"},{"component":"Col","id":"colOutput","label":"Output (MW)","data":[642,894,1210,410,391,421],"type":"number"},{"component":"Col","id":"colStatus","label":"Status","data":["Online","Online","Online","Online","Derated","Maintenance"],"type":"string"},{"component":"Col","id":"colRegion","label":"Region","data":["South","North","Central","West","East","South"],"type":"string"},{"component":"Card","id":"outagesMaintenanceRow","children":["outagesCard","maintenanceCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"outagesCard","children":["outagesHeader","outagesTable"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"outagesHeader","title":"Outages — Affected Region (5)","subtitle":"3 active outages • 227 MW interrupted"},{"component":"Table","id":"outagesTable","columns":["colOutageId","colOutageRegion","colOutageMW","colOutageETA"]},{"component":"Col","id":"colOutageId","label":"Outage ID","data":["OUT-2841","OUT-2847","OUT-2850"],"type":"string"},{"component":"Col","id":"colOutageRegion","label":"Affected Region","data":["North — Feeder N-42","East — Substation E-7","South-West Feeder SW-11"],"type":"string"},{"component":"Col","id":"colOutageMW","label":"Lost MW","data":[145,60,22],"type":"number"},{"component":"Col","id":"colOutageETA","label":"Status / ETA","data":["Crew dispatched • 14:30","Under investigation • 16:00","Awaiting parts • Tomorrow 09:00"],"type":"string"},{"component":"Card","id":"maintenanceCard","children":["maintenanceHeader","maintenanceList"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"maintenanceHeader","title":"Maintenance Planned This Month (8)","subtitle":"August 2026 • 4 scheduled works"},{"component":"ListBlock","id":"maintenanceList","items":["maint1","maint2","maint3","maint4"],"variant":"number"},{"component":"ListItem","id":"maint1","title":"T-42 Transformer — North","subtitle":"22 Aug • 06:00-14:00 • 80 MW derate • Crew: Grid Team A"},{"component":"ListItem","id":"maint2","title":"Coastal Wind II — South","subtitle":"19-20 Aug • Blade inspection • Offline 421 MW"},{"component":"ListItem","id":"maint3","title":"Line L-115 — Central to West","subtitle":"25 Aug • 09:00-17:00 • Reconductoring • N-1 risk"},{"component":"ListItem","id":"maint4","title":"Highland Hydro — West","subtitle":"28 Aug • Turbine 2 overhaul • 180 MW unavailable"},{"component":"Card","id":"alertsAndCurtailmentRow","children":["alertsCard","curtailmentCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"alertsCard","children":["alertsHeader","alert1","alert2","alert3"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"alertsHeader","title":"Live Alerts (9)","subtitle":"Streaming • Last event 14:41 UTC"},{"component":"Alert","id":"alert1","title":"Frequency Dip — 49.82 Hz","description":"14:41 UTC • North region • Auto-response: +40 MW gas spinning reserve deployed","variant":"warning"},{"component":"Alert","id":"alert2","title":"Wind Ramp +210 MW / 15m","description":"14:38 UTC • South + North • Forecast error -4% • Price down $2.10","variant":"info"},{"component":"Callout","id":"alert3","variant":"error","title":"Transformer T-42 Temp High","description":"14:35 UTC • North • 98°C (limit 95°C) • Derate to 60% recommended"},{"component":"Card","id":"curtailmentCard","children":["curtailmentHeader","curtailmentForm"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"curtailmentHeader","title":"Order Curtailment (11)","subtitle":"Issue dispatch instruction to selected plant"},{"component":"Form","id":"curtailmentForm","name":"curtailmentOrder","buttons":"curtailButtons","fields":["fcPlant","fcAmount","fcReason"]},{"component":"Buttons","id":"curtailButtons","buttons":["curtailBtn","cancelBtn"],"direction":"row"},{"component":"Button","id":"curtailBtn","label":"Order Curtailment","variant":"primary"},{"component":"Button","id":"cancelBtn","label":"Clear","variant":"secondary"},{"component":"FormControl","id":"fcPlant","label":"Plant to curtail","input":"selectCurtailPlant"},{"component":"Select","id":"selectCurtailPlant","name":"plant","items":["scp1","scp2","scp3","scp4","scp5"],"placeholder":"Select plant"},{"component":"SelectItem","id":"scp1","value":"Sunfield Solar","label":"Sunfield Solar Farm — South (642 MW)"},{"component":"SelectItem","id":"scp2","value":"North Ridge Wind","label":"North Ridge Wind — North (894 MW)"},{"component":"SelectItem","id":"scp3","value":"Riverside Gas","label":"Riverside Gas CC — Central (1,210 MW)"},{"component":"SelectItem","id":"scp4","value":"Blackstone Coal","label":"Blackstone Coal — East (391 MW)"},{"component":"SelectItem","id":"scp5","value":"Coastal Wind II","label":"Coastal Wind II — South (421 MW)"},{"component":"FormControl","id":"fcAmount","label":"Curtailment amount (MW)","input":"sliderAmount","hint":"0-500 MW • Respects filtered region"},{"component":"Slider","id":"sliderAmount","name":"amount","variant":"discrete","min":0,"max":500,"step":10,"defaultValue":[100],"label":"MW to curtail"},{"component":"FormControl","id":"fcReason","label":"Reason / Instruction","input":"inputReason","hint":"Logged to audit trail"},{"component":"TextArea","id":"inputReason","name":"reason","placeholder":"e.g., Frequency response — reduce 150 MW until 15:30 UTC","rows":2},{"component":"TextContent","id":"footerText","text":"All 12 items displayed: (1) Load • (2) Capacity % • (3) Generation split • (4) Plants • (5) Outages • (6) 24h Forecast • (7) Price • (8) Maintenance • (9) Live Alerts • (10) Region Focus • (11) Curtailment • (12) Emissions","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..6ad09955c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-power__r4.txt
@@ -0,0 +1,5 @@
+Live National Grid operations view — all 12 required items covered in one console.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"power-grid-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C75","agentDisplayName":"GridOps Console"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"power-grid-console","components":[{"component":"Card","id":"root","children":["header","controlsRow","kpiRow","secondRow","plantsCard","outagesMaintRow","alertsCard","curtailmentCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"National Grid Operations Console","subtitle":"Live SCADA • 18 Aug 2026 • 09:42 UTC • System Frequency 50.02 Hz • Operator: J. Evans"},{"component":"Card","id":"controlsRow","children":["regionControl","controlsActions"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"FormControl","id":"regionControl","label":"Focus Region (10)","input":"regionSelect","hint":"Filter all panels by region"},{"component":"Select","id":"regionSelect","name":"region","items":["regionOptNational","regionOptNorth","regionOptScotland","regionOptMidlands","regionOptSouthEast","regionOptSouthWest","regionOptWales"],"placeholder":"National (All Regions)","value":"National"},{"component":"SelectItem","id":"regionOptNational","component":"SelectItem","value":"National","label":"National — All Regions"},{"component":"SelectItem","id":"regionOptNorth","component":"SelectItem","value":"North","label":"North & North-West"},{"component":"SelectItem","id":"regionOptScotland","component":"SelectItem","value":"Scotland","label":"Scotland"},{"component":"SelectItem","id":"regionOptMidlands","component":"SelectItem","value":"Midlands","label":"Midlands & Central"},{"component":"SelectItem","id":"regionOptSouthEast","component":"SelectItem","value":"SouthEast","label":"South-East & London"},{"component":"SelectItem","id":"regionOptSouthWest","component":"SelectItem","value":"SouthWest","label":"South-West & Wales"},{"component":"SelectItem","id":"regionOptWales","component":"SelectItem","value":"Wales","label":"Wales"},{"component":"Buttons","id":"controlsActions","buttons":["btnApplyFilter","btnAcknowledge"],"direction":"row"},{"component":"Button","id":"btnApplyFilter","label":"Apply Focus","variant":"primary"},{"component":"Button","id":"btnAcknowledge","label":"Ack All Alerts","variant":"secondary"},{"component":"Card","id":"kpiRow","children":["cardLoad","cardCapacity","cardPrice","cardEmissions"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"cardLoad","children":["textLoadLabel","textLoadValue","textLoadSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"textLoadLabel","text":"1. CURRENT LOAD","size":"small"},{"component":"TextContent","id":"textLoadValue","text":"42.8 GW","size":"large-heavy"},{"component":"TextContent","id":"textLoadSub","text":"▲ +1.2 GW vs 15m ago • Peak today 48.1 GW","size":"small"},{"component":"Card","id":"cardCapacity","children":["textCapLabel","progressCap","textCapDetail","badgeCap"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"textCapLabel","text":"2. CAPACITY UTILIZATION","size":"small"},{"component":"Progress","id":"progressCap","value":73.8,"label":"73.8% of 58.0 GW firm capacity"},{"component":"TextContent","id":"textCapDetail","text":"42.8 GW / 58.0 GW • Headroom: 15.2 GW","size":"small"},{"component":"Badge","id":"badgeCap","text":"AMBER — Above 70% threshold","variant":"secondary"},{"component":"Card","id":"cardPrice","children":["textPriceLabel","textPriceValue","textPriceTrend"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"textPriceLabel","text":"7. PRICE PER MWh","size":"small"},{"component":"TextContent","id":"textPriceValue","text":"£87.40 / MWh","size":"large-heavy"},{"component":"TextContent","id":"textPriceTrend","text":"▲ +£4.10 (4.9%) • Day-ahead: £84.20 • Intraday high: £92.10","size":"small"},{"component":"Card","id":"cardEmissions","children":["textEmissionsLabel","textEmissionsValue","textEmissionsSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"textEmissionsLabel","text":"12. EMISSIONS TODAY","size":"small"},{"component":"TextContent","id":"textEmissionsValue","text":"8,420 tCO₂","size":"large-heavy"},{"component":"TextContent","id":"textEmissionsSub","text":"Intensity: 197 gCO₂/kWh • ↓ 12% vs yesterday","size":"small"},{"component":"Card","id":"secondRow","children":["genCard","forecastCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"genCard","children":["genHeader","genPie","genLegend"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"genHeader","title":"3. Generation Split by Source","subtitle":"Current output 42.8 GW • Updated 09:42"},{"component":"PieChart","id":"genPie","labels":["Gas CCGT","Wind","Nuclear","Solar","Hydro","Imports"],"values":[38,27,18,9,5,3],"variant":"donut"},{"component":"TextContent","id":"genLegend","text":"Gas 16.3 GW • Wind 11.6 GW • Nuclear 7.7 GW • Solar 3.9 GW • Hydro 2.1 GW • Imports 1.3 GW","size":"small"},{"component":"Card","id":"forecastCard","children":["forecastHeader","forecastChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"forecastHeader","title":"6. Demand Forecast — Next 24 Hours","subtitle":"National demand (GW) • Forecast vs Actual"},{"component":"LineChart","id":"forecastChart","labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["forecastSeries","forecastSeries2"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"GW"},{"component":"Series","id":"forecastSeries","category":"Forecast Demand","values":[30,28,29,35,48,53,52,50,50,58,48,38]},{"component":"Series","id":"forecastSeries2","category":"Actual / Now","values":[32,29,28,36,47,54,51,50,49,56,46,36]},{"component":"Card","id":"plantsCard","children":["plantsHeader","plantsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"plantsHeader","title":"4. Each Plant — Output & Status","subtitle":"6 major units • Filtered by: National"},{"component":"Table","id":"plantsTable","columns":["colPlantName","colPlantOutput","colPlantStatus","colPlantSource","colPlantRegion"]},{"component":"Col","id":"colPlantName","label":"Plant","data":["Drax Unit 2","Hinkley Point B","Hornsea 2 Offshore","Pembroke CCGT","Dinorwig Pumped Hydro","Severn Solar Farm"],"type":"string"},{"component":"Col","id":"colPlantOutput","label":"Output (MW)","data":[1980,1220,1320,2000,0,450],"type":"number"},{"component":"Col","id":"colPlantStatus","label":"Status","data":["Online","Online","Derated — Wind low","Online","Standby","Offline — Maintenance"],"type":"string"},{"component":"Col","id":"colPlantSource","label":"Source","data":["Biomass/Gas","Nuclear","Wind","Gas","Hydro","Solar"],"type":"string"},{"component":"Col","id":"colPlantRegion","label":"Region","data":["Midlands","South-West","North","Wales","Wales","South-West"],"type":"string"},{"component":"Card","id":"outagesMaintRow","children":["outagesCard","maintCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"outagesCard","children":["outagesHeader","outagesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"outagesHeader","title":"5. Outages — Affected Region","subtitle":"3 active outages • Unplanned: 2 • Planned: 1"},{"component":"Table","id":"outagesTable","columns":["colOutageAsset","colOutageRegion","colOutageReason","colOutageETA"]},{"component":"Col","id":"colOutageAsset","label":"Asset","data":["Line T-421 (400kV)","Substation B-19","Interconnector IFA2"],"type":"string"},{"component":"Col","id":"colOutageRegion","label":"Affected Region","data":["North-West (Manchester-Leeds)","South-East (Kent)","South (Hampshire-France)"],"type":"string"},{"component":"Col","id":"colOutageReason","label":"Reason","data":["Storm damage — tower 42","Transformer fault","Planned maintenance"],"type":"string"},{"component":"Col","id":"colOutageETA","label":"Est. Restore","data":["Today 14:30","Today 18:00","Tomorrow 06:00"],"type":"string"},{"component":"Card","id":"maintCard","children":["maintHeader","maintList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"maintHeader","title":"8. Maintenance Planned This Month","subtitle":"August 2026 • 4 scheduled jobs"},{"component":"ListBlock","id":"maintList","items":["maintItem1","maintItem2","maintItem3","maintItem4"],"variant":"number"},{"component":"ListItem","id":"maintItem1","title":"Hinkley Point B — Refueling outage","subtitle":"22-24 Aug • South-West • 1,220 MW offline"},{"component":"ListItem","id":"maintItem2","title":"T-421 Tower 42 — Permanent repair","subtitle":"25 Aug • North-West • Line de-rated to 60%"},{"component":"ListItem","id":"maintItem3","title":"Dinorwig — Turbine inspection","subtitle":"28 Aug • Wales • Unit 3 unavailable 08:00-16:00"},{"component":"ListItem","id":"maintItem4","title":"Severn Solar — Inverter replacement","subtitle":"19-20 Aug • South-West • 450 MW offline (active)"},{"component":"Card","id":"alertsCard","children":["alertsHeader","alertHighLoad","alertWindDrop","alertFreq","separator1","textAlertHint"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"alertsHeader","title":"9. Live Alerts (Streaming)","subtitle":"3 active • Auto-refresh 5s • Last: 09:41:22 UTC"},{"component":"Alert","id":"alertHighLoad","title":"High Load Warning — 73.8% Capacity","description":"09:41 UTC • North & Midlands demand spike. Headroom 15.2 GW. Consider curtailment standby.","variant":"warning"},{"component":"Alert","id":"alertWindDrop","title":"Wind Generation Drop — Hornsea 2 Derated","description":"09:38 UTC • Wind output -340 MW in 10m. Gas ramp required. Region: North.","variant":"destructive"},{"component":"Alert","id":"alertFreq","title":"Frequency Deviation — 50.02 Hz (Normal)","description":"09:30 UTC • Within limits. No action. System stable.","variant":"success"},{"component":"Separator","id":"separator1","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"textAlertHint","text":"Alerts push live via SCADA websocket. Use [Ack All] to clear.","size":"small"},{"component":"Card","id":"curtailmentCard","children":["curtailmentHeader","curtailmentForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"curtailmentHeader","title":"11. Order Curtailment","subtitle":"Issue dispatch instruction to reduce generation or demand"},{"component":"Form","id":"curtailmentForm","name":"curtailmentOrder","buttons":"curtailmentFormButtons","fields":["fcPlantSelect","fcCurtailAmount","fcReason"]},{"component":"Buttons","id":"curtailmentFormButtons","buttons":["btnOrderCurtailment","btnCancelCurtail"],"direction":"row"},{"component":"Button","id":"btnOrderCurtailment","label":"Order Curtailment","variant":"primary"},{"component":"Button","id":"btnCancelCurtail","label":"Cancel","variant":"secondary"},{"component":"FormControl","id":"fcPlantSelect","label":"Plant / Asset to Curtail","input":"selectCurtailPlant"},{"component":"Select","id":"selectCurtailPlant","name":"curtailPlant","items":["itemPlantDrax","itemPlantPembroke","itemPlantHornsea","itemPlantSevern"],"placeholder":"Select plant"},{"component":"SelectItem","id":"itemPlantDrax","component":"SelectItem","value":"Drax","label":"Drax Unit 2 — 1,980 MW"},{"component":"SelectItem","id":"itemPlantPembroke","component":"SelectItem","value":"Pembroke","label":"Pembroke CCGT — 2,000 MW"},{"component":"SelectItem","id":"itemPlantHornsea","component":"SelectItem","value":"Hornsea","label":"Hornsea 2 — 1,320 MW"},{"component":"SelectItem","id":"itemPlantSevern","component":"SelectItem","value":"Severn","label":"Severn Solar — 450 MW"},{"component":"FormControl","id":"fcCurtailAmount","label":"Curtailment Amount (MW)","input":"sliderCurtail","hint":"0 — 500 MW • Will be logged and sent to dispatch"},{"component":"Slider","id":"sliderCurtail","name":"curtailAmount","variant":"discrete","min":0,"max":500,"step":50,"defaultValue":[150],"label":"MW to curtail"},{"component":"FormControl","id":"fcReason","label":"Reason / Instruction Code","input":"inputReason","hint":"e.g., High load, frequency control, constraint management"},{"component":"Input","id":"inputReason","name":"reason","placeholder":"Enter reason — e.g., Capacity >75% North"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..2aa3d2753
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r1.txt
@@ -0,0 +1,5 @@
+Manager console with all 12 items — sales vs target, traffic, best sellers, stock, staff, basket, returns, promos, registers, reorder & store switcher.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"store-manager-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Store Console"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-console","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","trafficCard","comparisonCard","sellersCard","inventoryCard","staffCard","promoCard","registersCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerTitle","storeControl"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"CardHeader","id":"headerTitle","title":"Daily Console — Downtown Flagship","subtitle":"Tuesday, Aug 18 • Open 7AM - 9PM • Manager: Alex Rivera"},{"component":"FormControl","id":"storeControl","label":"View different store","input":"storeSelect"},{"component":"Select","id":"storeSelect","name":"storeSelect","placeholder":"Downtown Flagship","items":["storeOpt1","storeOpt2","storeOpt3","storeOpt4"],"value":"downtown"},{"component":"SelectItem","id":"storeOpt1","component":"SelectItem","value":"downtown","label":"Downtown Flagship"},{"component":"SelectItem","id":"storeOpt2","component":"SelectItem","value":"mall","label":"Mall Location - Westfield"},{"component":"SelectItem","id":"storeOpt3","component":"SelectItem","value":"airport","label":"Airport Terminal 2"},{"component":"SelectItem","id":"storeOpt4","component":"SelectItem","value":"westside","label":"Westside Market"},{"component":"Card","id":"kpiRow","children":["salesCard","basketCard","returnsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"salesCard","children":["salesHeading","salesProgress","salesText","salesTag"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"salesHeading","text":"Sales Today vs Target","level":"h3"},{"component":"Progress","id":"salesProgress","value":73,"label":"73% of target"},{"component":"TextContent","id":"salesText","text":"**$8,420** / $11,500 target • $3,080 to go • Updated 2:45 PM","size":"small"},{"component":"Tag","id":"salesTag","text":"On track • +8% vs yesterday","variant":"success","size":"sm"},{"component":"Card","id":"basketCard","children":["basketHeading","basketValue","basketSub","basketTag2"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"basketHeading","text":"Average Basket Size","level":"h3"},{"component":"TextContent","id":"basketValue","text":"$42.80","size":"large-heavy"},{"component":"TextContent","id":"basketSub","text":"+ $3.30 vs last week ($39.50) • 197 transactions today","size":"small"},{"component":"Tag","id":"basketTag2","text":"↑ 8.4% WoW","variant":"success","size":"sm"},{"component":"Card","id":"returnsCard","children":["returnsHeading","returnsValue","returnsSub","returnsBarChart"],"direction":"column","gap":"s","variant":"card"},{"component":"Heading","id":"returnsHeading","text":"Returns This Week","level":"h3"},{"component":"TextContent","id":"returnsValue","text":"23 returns","size":"large-heavy"},{"component":"TextContent","id":"returnsSub","text":"1.9% return rate • 3 today • Main reason: Wrong size","size":"small"},{"component":"BarChart","id":"returnsBarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["returnsSeries"],"variant":"grouped","xLabel":"Day","yLabel":"Returns"},{"component":"Series","id":"returnsSeries","category":"Returns","values":[2,5,3,4,6,2,1]},{"component":"Card","id":"trafficCard","children":["trafficHeader","trafficLineChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"trafficHeader","title":"Foot Traffic Through the Day","subtitle":"Total today: 1,195 visitors • Peak: 4PM (260)"},{"component":"LineChart","id":"trafficLineChart","labels":["8AM","10AM","12PM","2PM","4PM","6PM","8PM"],"series":["trafficSeries"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},{"component":"Series","id":"trafficSeries","category":"Visitors","values":[45,120,210,185,260,190,85]},{"component":"Card","id":"comparisonCard","children":["comparisonHeader","comparisonBarChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"comparisonHeader","title":"This Week Compared with Last Week","subtitle":"Total sales: $11,290 vs $10,250 last week (+10.1%)"},{"component":"BarChart","id":"comparisonBarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["comparisonSeriesThis","comparisonSeriesLast"],"variant":"grouped","xLabel":"Day","yLabel":"Sales $"},{"component":"Series","id":"comparisonSeriesThis","category":"This Week","values":[1200,1450,1380,1620,1890,2100,1650]},{"component":"Series","id":"comparisonSeriesLast","category":"Last Week","values":[1100,1300,1250,1400,1750,1950,1500]},{"component":"Card","id":"sellersCard","children":["sellersHeader","sellersHBar","sellersTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"sellersHeader","title":"Best Sellers Today","subtitle":"Top 5 by units sold"},{"component":"HorizontalBarChart","id":"sellersHBar","labels":["Cold Brew 12oz","Croissant","Avocado Toast","Latte Large","Blueberry Muffin"],"series":["sellersHSeries"],"xLabel":"Units","yLabel":"Product"},{"component":"Series","id":"sellersHSeries","category":"Units Sold","values":[87,72,64,58,51]},{"component":"Table","id":"sellersTable","columns":["sellersColProduct","sellersColUnits","sellersColRevenue"]},{"component":"Col","id":"sellersColProduct","label":"Product","data":["Cold Brew 12oz","Croissant","Avocado Toast","Latte Large","Blueberry Muffin"],"type":"string"},{"component":"Col","id":"sellersColUnits","label":"Units","data":[87,72,64,58,51],"type":"number"},{"component":"Col","id":"sellersColRevenue","label":"Revenue","data":["$348","$252","$512","$319","$204"],"type":"string"},{"component":"Card","id":"inventoryCard","children":["inventoryHeader","inventoryAlert","oosTable","reorderForm"],"direction":"column","gap":"m","variant":"card"},{"component":"CardHeader","id":"inventoryHeader","title":"Items Out of Stock","subtitle":"4 SKUs require attention"},{"component":"Alert","id":"inventoryAlert","title":"Low stock alert","description":"4 items are out of stock. Oat Milk has been OOS for 3 days — reorder recommended.","variant":"warning"},{"component":"Table","id":"oosTable","columns":["oosColItem","oosColCategory","oosColDays"]},{"component":"Col","id":"oosColItem","label":"Item","data":["Oat Milk - Oatly","Everything Bagel","Almond Croissant","Sparkling Water Lime"],"type":"string"},{"component":"Col","id":"oosColCategory","label":"Category","data":["Dairy Alt","Bakery","Bakery","Beverage"],"type":"string"},{"component":"Col","id":"oosColDays","label":"Days OOS","data":[3,1,2,1],"type":"number"},{"component":"Form","id":"reorderForm","name":"reorderForm","buttons":"reorderButtons","fields":["reorderFieldItem","reorderFieldQty"]},{"component":"Buttons","id":"reorderButtons","buttons":["reorderBtn"],"direction":"row"},{"component":"Button","id":"reorderBtn","label":"Reorder Selected Item","variant":"primary"},{"component":"FormControl","id":"reorderFieldItem","label":"Item to reorder","input":"reorderInputItem"},{"component":"Select","id":"reorderInputItem","name":"reorderItem","placeholder":"Select item","items":["reorderOpt1","reorderOpt2","reorderOpt3","reorderOpt4"]},{"component":"SelectItem","id":"reorderOpt1","component":"SelectItem","value":"oat_milk","label":"Oat Milk - Oatly"},{"component":"SelectItem","id":"reorderOpt2","component":"SelectItem","value":"bagel","label":"Everything Bagel"},{"component":"SelectItem","id":"reorderOpt3","component":"SelectItem","value":"croissant","label":"Almond Croissant"},{"component":"SelectItem","id":"reorderOpt4","component":"SelectItem","value":"water","label":"Sparkling Water Lime"},{"component":"FormControl","id":"reorderFieldQty","label":"Quantity / Notes","input":"reorderInputQty"},{"component":"Input","id":"reorderInputQty","name":"quantity","placeholder":"e.g. 24 units - rush delivery"},{"component":"Card","id":"staffCard","children":["staffHeader","staffList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"staffHeader","title":"Who Is On Shift Today","subtitle":"6 staff • 2 on break • Next shift: 6PM"},{"component":"ListBlock","id":"staffList","items":["staff1","staff2","staff3","staff4","staff5","staff6"],"variant":"number"},{"component":"ListItem","id":"staff1","title":"Maya Chen — Register 1","subtitle":"08:00 - 16:00 • Floor Lead • On floor"},{"component":"ListItem","id":"staff2","title":"Jon Park — Register 2","subtitle":"09:00 - 17:00 • Cashier • On floor"},{"component":"ListItem","id":"staff3","title":"Priya Desai — Register 4 (Self-check)","subtitle":"10:00 - 18:00 • Cashier • On break until 3:00 PM"},{"component":"ListItem","id":"staff4","title":"Carlos Mendez — Barista","subtitle":"07:00 - 15:00 • Bar • On floor"},{"component":"ListItem","id":"staff5","title":"Sofia Lee — Stock & Prep","subtitle":"06:00 - 14:00 • Back of house • On floor"},{"component":"ListItem","id":"staff6","title":"Devon Wright — Supervisor","subtitle":"11:00 - 19:00 • Manager on duty • Arriving 11AM"},{"component":"Card","id":"promoCard","children":["promoHeader","promoTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"promoHeader","title":"Running Promotions","subtitle":"3 active • 1 ending today"},{"component":"Table","id":"promoTable","columns":["promoColName","promoColRedemptions","promoColLift","promoColStatus"]},{"component":"Col","id":"promoColName","label":"Promotion","data":["Summer Sip $2 Off Iced","Buy 2 Pastries 15% Off","Loyalty Double Points"],"type":"string"},{"component":"Col","id":"promoColRedemptions","label":"Redemptions","data":[142,89,210],"type":"number"},{"component":"Col","id":"promoColLift","label":"Revenue Lift","data":["+$284","+$178","+$412"],"type":"string"},{"component":"Col","id":"promoColStatus","label":"Status","data":["Ends today","Ends Aug 24","Ongoing"],"type":"string"},{"component":"Card","id":"registersCard","children":["registersHeader","registersTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"registersHeader","title":"Registers","subtitle":"3 of 4 open • 1 closed for maintenance"},{"component":"Table","id":"registersTable","columns":["regColId","regColStatus","regColCashier","regColTxns"]},{"component":"Col","id":"regColId","label":"Register","data":["Register 1","Register 2","Register 3","Register 4 (Self)"],"type":"string"},{"component":"Col","id":"regColStatus","label":"Status","data":["● OPEN","● OPEN","○ CLOSED","● OPEN"],"type":"string"},{"component":"Col","id":"regColCashier","label":"Cashier","data":["Maya Chen","Jon Park","—","Priya Desai"],"type":"string"},{"component":"Col","id":"regColTxns","label":"Txns Today","data":[68,54,0,75],"type":"number"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..5e9bb8b95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r2.txt
@@ -0,0 +1,4 @@
+Manager console covering all 12 items — sales vs target, traffic, best sellers, stock, staff, basket, returns, promos, registers, reorder, store switcher and week-over-week.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"store-manager-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Store Console"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-console","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","middleRow","bestStockRow","staffRegistersRow","promoCard","footerCallout"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"headerCard","children":["headingMain","storeSelectControl"],"direction":"row","justify":"between","align":"center","variant":"card"},{"component":"Heading","id":"headingMain","text":"Store Manager — Daily Console","level":"h2"},{"component":"FormControl","id":"storeSelectControl","label":"View Different Store (11)","input":"selectStore","hint":"Switch location to update all metrics"},{"component":"Select","id":"selectStore","name":"store","items":["selectItemDowntown","selectItemMall","selectItemAirport","selectItemWestside"],"placeholder":"Downtown - Main St","value":"downtown"},{"component":"SelectItem","id":"selectItemDowntown","value":"downtown","label":"Downtown - Main St (Current)"},{"component":"SelectItem","id":"selectItemMall","value":"mall","label":"Westfield Mall - Unit 42"},{"component":"SelectItem","id":"selectItemAirport","value":"airport","label":"Airport Terminal 2"},{"component":"SelectItem","id":"selectItemWestside","value":"westside","label":"Westside Plaza"},{"component":"Card","id":"kpiRow","children":["salesCard","basketCard","returnsCard","kpiTrafficCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"salesCard","children":["salesHeader","salesProgress","salesText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"salesHeader","title":"1. Sales Today vs Target","subtitle":"Updated 2:45 PM"},{"component":"Progress","id":"salesProgress","value":78,"label":"$12,480 / $16,000"},{"component":"TextContent","id":"salesText","text":"**78% of daily target** • $3,520 to go • On pace to hit by 8 PM"},{"component":"Card","id":"basketCard","children":["basketHeader","basketValue","basketSub"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"basketHeader","title":"6. Average Basket Size"},{"component":"Heading","id":"basketValue","text":"$42.80","level":"h1"},{"component":"TextContent","id":"basketSub","text":"+2.1% vs yesterday • 291 transactions • 1.8 items / basket"},{"component":"Card","id":"returnsCard","children":["returnsHeader","returnsValue","returnsSub","returnsMiniBar"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"returnsHeader","title":"7. Returns This Week","subtitle":"Mon - Today"},{"component":"Heading","id":"returnsValue","text":"23 returns","level":"h3"},{"component":"TextContent","id":"returnsSub","text":"$1,140 value • 2.4% return rate • -4 vs last week"},{"component":"BarChart","id":"returnsMiniBar","labels":["Mon","Tue","Wed","Thu","Tue*"],"series":["returnsSeries"],"variant":"grouped","yLabel":"Returns"},{"component":"Series","id":"returnsSeries","category":"Returns","values":[5,4,6,3,5]},{"component":"Card","id":"kpiTrafficCard","children":["kpiTrafficHeader","kpiTrafficValue","kpiTrafficSub"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"kpiTrafficHeader","title":"Foot Traffic Today"},{"component":"Heading","id":"kpiTrafficValue","text":"847 visitors","level":"h3"},{"component":"TextContent","id":"kpiTrafficSub","text":"Peak: 12pm-1pm (210) • +12% vs yesterday"},{"component":"Card","id":"middleRow","children":["trafficChartCard","weekCompareCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"trafficChartCard","children":["trafficChartHeader","footTrafficChart"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"trafficChartHeader","title":"2. Foot Traffic Through The Day","subtitle":"Door counter • 8am - 8pm"},{"component":"AreaChart","id":"footTrafficChart","labels":["8am","10am","12pm","2pm","4pm","6pm","8pm"],"series":["footTrafficSeries"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},{"component":"Series","id":"footTrafficSeries","category":"Visitors","values":[45,120,210,185,165,95,27]},{"component":"Card","id":"weekCompareCard","children":["weekCompareHeader","weekCompareChart","weekCompareText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"weekCompareHeader","title":"12. This Week vs Last Week","subtitle":"Sales comparison"},{"component":"BarChart","id":"weekCompareChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["thisWeekSeries","lastWeekSeries"],"variant":"grouped","yLabel":"Sales $"},{"component":"Series","id":"thisWeekSeries","category":"This Week","values":[3200,3480,4100,3800,5200,6100,4800]},{"component":"Series","id":"lastWeekSeries","category":"Last Week","values":[2900,3100,3950,3600,4900,5800,4500]},{"component":"TextContent","id":"weekCompareText","text":"This week: **$30,680** • Last week: $28,750 • **+6.7%** ahead"},{"component":"Card","id":"bestStockRow","children":["bestSellersCard","stockCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"bestSellersCard","children":["bestSellersHeader","bestSellersTable","reorderForm"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"bestSellersHeader","title":"3. Best Sellers Today","subtitle":"By units sold"},{"component":"Table","id":"bestSellersTable","columns":["colProduct","colUnits","colRevenue","colReorderAction"]},{"component":"Col","id":"colProduct","label":"Product","data":["Oat Milk Latte 12oz","Croissant - Almond","Cold Brew 16oz","Avocado Toast","Chai Latte"],"type":"string"},{"component":"Col","id":"colUnits","label":"Units","data":[87,64,58,42,39],"type":"number"},{"component":"Col","id":"colRevenue","label":"Revenue","data":["$417","$256","$232","$378","$175"],"type":"string"},{"component":"Col","id":"colReorderAction","label":"","data":["Reorder","Reorder","Reorder","Reorder","Reorder"],"type":"action"},{"component":"Card","id":"stockCard","children":["stockHeader","outOfStockList","reorderItemControl","reorderButtons"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"stockHeader","title":"4. Items Out of Stock","subtitle":"4 SKUs require attention"},{"component":"ListBlock","id":"outOfStockList","items":["outStock1","outStock2","outStock3","outStock4"],"variant":"number"},{"component":"ListItem","id":"outStock1","title":"Oat Milk - Oatly Barista 32oz","subtitle":"SKU: OAT-032 • Last sold: 1 hr ago • Tap Reorder to restock","actionLabel":"Reorder"},{"component":"ListItem","id":"outStock2","title":"Almond Croissant - Frozen","subtitle":"SKU: BAK-ALM-12 • 0 on hand • Supplier: Daily Bake Co.","actionLabel":"Reorder"},{"component":"ListItem","id":"outStock3","title":"Lids - Hot Cup 12oz","subtitle":"SKU: PKG-LID12 • Critical - no lids for hot drinks","actionLabel":"Reorder"},{"component":"ListItem","id":"outStock4","title":"Espresso Beans - Dark Roast 5lb","subtitle":"SKU: BEAN-DRK5 • 2 days overdue","actionLabel":"Reorder"},{"component":"FormControl","id":"reorderItemControl","label":"10. Reorder an Item","input":"reorderSelect","hint":"Select item and click Reorder"},{"component":"Select","id":"reorderSelect","name":"reorderItem","items":["reorderOption1","reorderOption2","reorderOption3","reorderOption4"],"placeholder":"Choose item to reorder"},{"component":"SelectItem","id":"reorderOption1","value":"oatly","label":"Oat Milk - Oatly Barista 32oz"},{"component":"SelectItem","id":"reorderOption2","value":"croissant","label":"Almond Croissant - Frozen"},{"component":"SelectItem","id":"reorderOption3","value":"lids","label":"Lids - Hot Cup 12oz"},{"component":"SelectItem","id":"reorderOption4","value":"beans","label":"Espresso Beans - Dark Roast"},{"component":"Buttons","id":"reorderButtons","buttons":["reorderBtn"],"direction":"row"},{"component":"Button","id":"reorderBtn","label":"Reorder Selected Item","variant":"primary"},{"component":"Form","id":"reorderForm","name":"reorderForm","buttons":"reorderButtons","fields":["reorderItemControl"]},{"component":"Card","id":"staffRegistersRow","children":["staffCard","registersCard"],"direction":"row","gap":"m","variant":"clear","wrap":true},{"component":"Card","id":"staffCard","children":["staffHeader","staffList"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"staffHeader","title":"5. Who's On Shift Today","subtitle":"6 staff • Next shift: 4 PM"},{"component":"ListBlock","id":"staffList","items":["staff1","staff2","staff3","staff4","staff5"],"variant":"number"},{"component":"ListItem","id":"staff1","title":"Maya Chen — Manager","subtitle":"8am - 4pm • Floor"},{"component":"ListItem","id":"staff2","title":"James Okafor — Barista Lead","subtitle":"7am - 3pm • Bar"},{"component":"ListItem","id":"staff3","title":"Sofia Reyes — Cashier","subtitle":"10am - 6pm • Register 2"},{"component":"ListItem","id":"staff4","title":"David Kim — Barista","subtitle":"12pm - 8pm • Bar"},{"component":"ListItem","id":"staff5","title":"Aisha Patel — Stock / Support","subtitle":"9am - 5pm • Back of house"},{"component":"Card","id":"registersCard","children":["registersHeader","registersTable"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"registersHeader","title":"9. Registers","subtitle":"Status at 2:45 PM"},{"component":"Table","id":"registersTable","columns":["colRegId","colRegStatus","colRegCashier","colRegSales"]},{"component":"Col","id":"colRegId","label":"Register","data":["Register 1","Register 2","Register 3","Self-Checkout"],"type":"string"},{"component":"Col","id":"colRegStatus","label":"Status","data":["● OPEN","● OPEN","○ CLOSED","● OPEN"],"type":"string"},{"component":"Col","id":"colRegCashier","label":"Cashier","data":["Maya Chen","Sofia Reyes","—","Unattended"],"type":"string"},{"component":"Col","id":"colRegSales","label":"Sales Today","data":["$4,820","$5,110","$0","$2,550"],"type":"string"},{"component":"Card","id":"promoCard","children":["promoHeader","promoTable","promoChart"],"variant":"card","gap":"m"},{"component":"CardHeader","id":"promoHeader","title":"8. Running Promotions Performance","subtitle":"3 active promotions"},{"component":"Table","id":"promoTable","columns":["colPromoName","colPromoRevenue","colPromoLift","colPromoStatus"]},{"component":"Col","id":"colPromoName","label":"Promotion","data":["Morning Bundle (Coffee + Pastry)","Happy Hour 3-5pm 20% Off","Loyalty Double Points"],"type":"string"},{"component":"Col","id":"colPromoRevenue","label":"Revenue Today","data":["$1,240","$890","$2,150"],"type":"string"},{"component":"Col","id":"colPromoLift","label":"Lift vs Baseline","data":["+18%"," +9%","+22%"],"type":"string"},{"component":"Col","id":"colPromoStatus","label":"Status","data":["On Track","Underperforming","Top Performer"],"type":"string"},{"component":"HorizontalBarChart","id":"promoChart","labels":["Morning Bundle","Happy Hour","Double Points"],"series":["promoSeries"],"variant":"grouped","xLabel":"Revenue $"},{"component":"Series","id":"promoSeries","category":"Revenue","values":[1240,890,2150]},{"component":"Callout","id":"footerCallout","variant":"info","title":"All 12 items visible","description":"Store switcher (11) at top. Sales vs target (1), traffic chart (2), best sellers (3), out of stock (4), on shift (5), basket size (6), returns week (7), promos (8), registers (9), reorder control (10), week vs last week (12)."}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..ea80fa066
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r3.txt
@@ -0,0 +1,603 @@
+Single-screen Store Manager Console — all 12 required items mapped below.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "store-manager-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F766E",
+      "agentDisplayName": "Store Manager Console"
+    }
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "store-manager-console",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "headerCard",
+          "kpiRow",
+          "chartsRow",
+          "middleRow",
+          "bottomRow",
+          "followUpBlock"
+        ],
+        "direction": "column",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "headerCard",
+        "children": ["heading", "storeSelectorControl"],
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "variant": "clear"
+      },
+      {
+        "component": "Heading",
+        "id": "heading",
+        "text": "Store Manager Daily Console — Downtown Flagship",
+        "level": "h2"
+      },
+      {
+        "component": "FormControl",
+        "id": "storeSelectorControl",
+        "label": "View Different Store",
+        "input": "storeSelect",
+        "hint": "Switch location to view its live console"
+      },
+      {
+        "component": "Select",
+        "id": "storeSelect",
+        "name": "store",
+        "items": ["storeOpt1", "storeOpt2", "storeOpt3", "storeOpt4"],
+        "placeholder": "Downtown Flagship",
+        "value": "downtown"
+      },
+      {
+        "component": "SelectItem",
+        "id": "storeOpt1",
+        "value": "downtown",
+        "label": "Downtown Flagship"
+      },
+      {
+        "component": "SelectItem",
+        "id": "storeOpt2",
+        "value": "westside",
+        "label": "Westside Mall"
+      },
+      {
+        "component": "SelectItem",
+        "id": "storeOpt3",
+        "value": "airport",
+        "label": "Airport Terminal 2"
+      },
+      {
+        "component": "SelectItem",
+        "id": "storeOpt4",
+        "value": "riverside",
+        "label": "Riverside Outlet"
+      },
+      {
+        "component": "Card",
+        "id": "kpiRow",
+        "children": ["salesCard", "basketCard", "returnsCard"],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "salesCard",
+        "children": ["salesHeader", "salesProgress", "salesText", "salesSub"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "salesHeader",
+        "title": "Sales Today vs Target",
+        "subtitle": "$18,420 / $25,000"
+      },
+      {
+        "component": "Progress",
+        "id": "salesProgress",
+        "value": 73.7,
+        "label": "73.7% of daily target"
+      },
+      {
+        "component": "TextContent",
+        "id": "salesText",
+        "text": "**$6,580** remaining to target • On pace to hit by 8:30 PM",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "salesSub",
+        "text": "Updated 2:45 PM • 847 transactions",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "basketCard",
+        "children": ["basketHeader", "basketValue", "basketTrend", "basketSeparator", "basketDetail"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "basketHeader",
+        "title": "Average Basket Size",
+        "subtitle": "Today"
+      },
+      {
+        "component": "Heading",
+        "id": "basketValue",
+        "text": "$42.80",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "basketTrend",
+        "text": "↑ $3.20 vs yesterday • 4.2 items per basket",
+        "size": "small"
+      },
+      {
+        "component": "Separator",
+        "id": "basketSeparator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "component": "TextContent",
+        "id": "basketDetail",
+        "text": "Best hour: 12-1 PM ($58.40 avg)",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "returnsCard",
+        "children": ["returnsHeader", "returnsValue", "returnsText", "returnsSub"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "returnsHeader",
+        "title": "Returns This Week",
+        "subtitle": "Mon-Sun • Week 33"
+      },
+      {
+        "component": "Heading",
+        "id": "returnsValue",
+        "text": "23 returns",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "returnsText",
+        "text": "1.8% return rate • $1,140 value • -4 vs last week",
+        "size": "small"
+      },
+      {
+        "component": "TextContent",
+        "id": "returnsSub",
+        "text": "Top reason: Size / Fit (9) • No receipt (2)",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "chartsRow",
+        "children": ["trafficCard", "weeklyCompareCard"],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "trafficCard",
+        "children": ["trafficHeader", "trafficChart"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "trafficHeader",
+        "title": "Foot Traffic Through the Day",
+        "subtitle": "847 visitors so far • Peak: 1-2 PM (160)"
+      },
+      {
+        "component": "AreaChart",
+        "id": "trafficChart",
+        "labels": ["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM", "7 PM", "8 PM"],
+        "series": ["trafficSeries"],
+        "variant": "natural",
+        "xLabel": "Time",
+        "yLabel": "Visitors"
+      },
+      {
+        "component": "Series",
+        "id": "trafficSeries",
+        "category": "Visitors",
+        "values": [45, 78, 112, 145, 160, 142, 118, 95, 88, 65, 40, 22]
+      },
+      {
+        "component": "Card",
+        "id": "weeklyCompareCard",
+        "children": ["weeklyHeader", "weeklyChart"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "weeklyHeader",
+        "title": "This Week vs Last Week",
+        "subtitle": "Daily sales comparison"
+      },
+      {
+        "component": "BarChart",
+        "id": "weeklyChart",
+        "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+        "series": ["weeklySeriesThis", "weeklySeriesLast"],
+        "variant": "grouped",
+        "xLabel": "Day",
+        "yLabel": "Sales ($)"
+      },
+      {
+        "component": "Series",
+        "id": "weeklySeriesThis",
+        "category": "This Week",
+        "values": [3420, 3890, 4180, 4050, 5120, 5890, 2100]
+      },
+      {
+        "component": "Series",
+        "id": "weeklySeriesLast",
+        "category": "Last Week",
+        "values": [3100, 3600, 3950, 3800, 4800, 5500, 6200]
+      },
+      {
+        "component": "Card",
+        "id": "middleRow",
+        "children": ["bestSellersCard", "stockAndRegistersCol"],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "bestSellersCard",
+        "children": ["bestSellersHeader", "bestSellersChart", "bestSellersTable"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "bestSellersHeader",
+        "title": "Best Sellers Today",
+        "subtitle": "Top 5 by units sold"
+      },
+      {
+        "component": "HorizontalBarChart",
+        "id": "bestSellersChart",
+        "labels": ["Wireless Earbuds", "Cold Brew 12pk", "Yoga Mat Pro", "Denim Jacket", "Smart Bottle"],
+        "series": ["bestSellersSeries"],
+        "variant": "grouped",
+        "xLabel": "Units",
+        "yLabel": "Product"
+      },
+      {
+        "component": "Series",
+        "id": "bestSellersSeries",
+        "category": "Units",
+        "values": [47, 39, 31, 28, 24]
+      },
+      {
+        "component": "Table",
+        "id": "bestSellersTable",
+        "columns": ["colProduct", "colUnits"]
+      },
+      {
+        "component": "Col",
+        "id": "colProduct",
+        "label": "Product",
+        "data": ["Wireless Earbuds", "Organic Cold Brew 12pk", "Yoga Mat Pro", "Denim Jacket", "Smart Water Bottle"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colUnits",
+        "label": "Units",
+        "data": [47, 39, 31, 28, 24],
+        "type": "number"
+      },
+      {
+        "component": "Card",
+        "id": "stockAndRegistersCol",
+        "children": ["outOfStockCard", "registersCard"],
+        "direction": "column",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "outOfStockCard",
+        "children": ["outOfStockHeader", "outOfStockList", "reorderButtons"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "outOfStockHeader",
+        "title": "Items Out of Stock",
+        "subtitle": "4 SKUs • Reorder required"
+      },
+      {
+        "component": "ListBlock",
+        "id": "outOfStockList",
+        "items": ["stockItem1", "stockItem2", "stockItem3", "stockItem4"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "stockItem1",
+        "title": "Oat Milk Barista 1L",
+        "subtitle": "SKU: OAT-1L-042 • Out since 10:30 AM • Aisle 4"
+      },
+      {
+        "component": "ListItem",
+        "id": "stockItem2",
+        "title": "Yoga Mat Pro - Charcoal",
+        "subtitle": "SKU: YGM-CH-011 • Out since 11:15 AM • Best seller #3"
+      },
+      {
+        "component": "ListItem",
+        "id": "stockItem3",
+        "title": "Wireless Earbuds - White",
+        "subtitle": "SKU: WER-WH-089 • 1 left, flagged low • Aisle 1"
+      },
+      {
+        "component": "ListItem",
+        "id": "stockItem4",
+        "title": "Cold Brew 12pk - Vanilla",
+        "subtitle": "SKU: CBV-12-033 • Out since 9:00 AM"
+      },
+      {
+        "component": "Buttons",
+        "id": "reorderButtons",
+        "buttons": ["btnReorder1", "btnReorder2", "btnReorder3", "btnReorder4"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "btnReorder1",
+        "label": "Reorder Oat Milk",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "component": "Button",
+        "id": "btnReorder2",
+        "label": "Reorder Yoga Mat",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "component": "Button",
+        "id": "btnReorder3",
+        "label": "Reorder Earbuds",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "component": "Button",
+        "id": "btnReorder4",
+        "label": "Reorder Cold Brew",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "registersCard",
+        "children": ["registersHeader", "registersList", "registerTags"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "registersHeader",
+        "title": "Registers",
+        "subtitle": "4 registers • 3 OPEN • 1 CLOSED"
+      },
+      {
+        "component": "ListBlock",
+        "id": "registersList",
+        "items": ["reg1", "reg2", "reg3", "reg4"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "reg1",
+        "title": "Register 1 — Front Main",
+        "subtitle": "OPEN • Maya Chen • $2,840 today • Last txn 2:42 PM"
+      },
+      {
+        "component": "ListItem",
+        "id": "reg2",
+        "title": "Register 2 — Front Express",
+        "subtitle": "OPEN • James Park • $1,920 today"
+      },
+      {
+        "component": "ListItem",
+        "id": "reg3",
+        "title": "Register 3 — Self-Checkout",
+        "subtitle": "OPEN • Unattended • $3,110 today • 4 lanes"
+      },
+      {
+        "component": "ListItem",
+        "id": "reg4",
+        "title": "Register 4 — Customer Service",
+        "subtitle": "CLOSED • Cash count in progress • Opens 3:30 PM"
+      },
+      {
+        "component": "TagBlock",
+        "id": "registerTags",
+        "tags": ["Reg 1: OPEN", "Reg 2: OPEN", "Reg 3: OPEN", "Reg 4: CLOSED"]
+      },
+      {
+        "component": "Card",
+        "id": "bottomRow",
+        "children": ["staffCard", "promosCard"],
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear"
+      },
+      {
+        "component": "Card",
+        "id": "staffCard",
+        "children": ["staffHeader", "staffTable", "staffCount"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "staffHeader",
+        "title": "Who's On Shift Today",
+        "subtitle": "Wednesday • 9 on shift • 2 call-outs"
+      },
+      {
+        "component": "Table",
+        "id": "staffTable",
+        "columns": ["colName", "colRole", "colShift"]
+      },
+      {
+        "component": "Col",
+        "id": "colName",
+        "label": "Name",
+        "data": ["Maya Chen", "James Park", "Sofia Reyes", "David Kim", "Aisha Patel", "Luis Gomez", "Emma Wilson", "Noah Lee", "Olivia Brown"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colRole",
+        "label": "Role",
+        "data": ["Shift Lead", "Cashier", "Cashier", "Stock Lead", "Floor Assoc.", "Floor Assoc.", "Barista", "Security", "Manager"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colShift",
+        "label": "Shift",
+        "data": ["7A-3P", "8A-4P", "11A-7P", "6A-2P", "10A-6P", "12P-8P", "7A-1P", "9A-5P", "2P-10P"],
+        "type": "string"
+      },
+      {
+        "component": "TextContent",
+        "id": "staffCount",
+        "text": "Next in: Zoe Adams (Cashier) at 4:00 PM • On break: Sofia Reyes",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "promosCard",
+        "children": ["promosHeader", "promosTable", "promosNote"],
+        "direction": "column",
+        "gap": "s",
+        "variant": "card"
+      },
+      {
+        "component": "CardHeader",
+        "id": "promosHeader",
+        "title": "Running Promotions",
+        "subtitle": "Performance today"
+      },
+      {
+        "component": "Table",
+        "id": "promosTable",
+        "columns": ["colPromo", "colRedemptions", "colLift"]
+      },
+      {
+        "component": "Col",
+        "id": "colPromo",
+        "label": "Promotion",
+        "data": ["Cold Brew BOGO", "20% Off Yoga Mats", "Free Case w/ $50", "Denim Jacket $20 Off"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colRedemptions",
+        "label": "Redemptions",
+        "data": [84, 31, 47, 18],
+        "type": "number"
+      },
+      {
+        "component": "Col",
+        "id": "colLift",
+        "label": "Lift",
+        "data": ["+22%", "+18%", "+12% AOV", "+9%"],
+        "type": "string"
+      },
+      {
+        "component": "TextCallout",
+        "id": "promosNote",
+        "variant": "info",
+        "title": "Top performer: Cold Brew BOGO",
+        "description": "84 redemptions driving 34% of today's traffic uplift. Stock alert: Vanilla variant out."
+      },
+      {
+        "component": "FollowUpBlock",
+        "id": "followUpBlock",
+        "items": ["followUp1", "followUp2", "followUp3"]
+      },
+      {
+        "component": "FollowUpItem",
+        "id": "followUp1",
+        "text": "Show full inventory report"
+      },
+      {
+        "component": "FollowUpItem",
+        "id": "followUp2",
+        "text": "Print shift schedule"
+      },
+      {
+        "component": "FollowUpItem",
+        "id": "followUp3",
+        "text": "View Riverside Outlet console"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+**Coverage — all 12 items on one screen:**
+
+1. **Sales today vs target** — Progress bar + $18,420 / $25,000 with 73.7% and remaining $6,580
+2. **Foot traffic through the day** — AreaChart by hour (9AM-8PM), 847 visitors, peak 1-2PM
+3. **Best sellers with units** — HorizontalBarChart + Table: Wireless Earbuds 47, Cold Brew 39, etc.
+4. **Items out of stock** — Numbered ListBlock of 4 SKUs with time out & aisle
+5. **Who is on shift today** — Table of 9 staff with Name / Role / Shift (7A-3P etc.)
+6. **Average basket size** — $42.80 KPI card, +$3.20 vs yesterday, 4.2 items avg
+7. **Returns this week** — 23 returns, 1.8% rate, $1,140 value, -4 vs last week
+8. **Running promotions performance** — Table with redemptions & lift (Cold Brew BOGO 84, +22%, etc.) + callout
+9. **Each register open/closed** — ListBlock + TagBlock: Reg 1 OPEN, Reg 2 OPEN, Reg 3 OPEN, Reg 4 CLOSED
+10. **Way to reorder** — 4 inline “Reorder” Buttons per out-of-stock SKU (primary/secondary)
+11. **View different store** — Top-right Select “View Different Store” with 4 locations (Downtown, Westside, Airport, Riverside)
+12. **This week vs last week** — Grouped BarChart comparing daily sales Mon-Sun for both weeks
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..c0f90c57a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-retail__r4.txt
@@ -0,0 +1,5 @@
+Daily console for the store manager — covers all 12 requested metrics in one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"store-manager-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Store Console"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-console","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","chartsRow","middleRow","promoRegistersRow","staffCard","reorderCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerHeader","storeSelectControl"],"direction":"row","align":"center","justify":"between","variant":"card"},{"component":"CardHeader","id":"headerHeader","title":"Store Manager — Daily Console","subtitle":"Downtown Flagship • Tuesday, Aug 18 • Open 7AM - 9PM"},{"component":"FormControl","id":"storeSelectControl","label":"View different store","input":"storeSelect"},{"component":"Select","id":"storeSelect","name":"store","placeholder":"Downtown Flagship","items":["storeItemDowntown","storeItemMall","storeItemAirport","storeItemWestside"]},{"component":"SelectItem","id":"storeItemDowntown","value":"downtown","label":"Downtown Flagship (Current)"},{"component":"SelectItem","id":"storeItemMall","value":"mall","label":"Westfield Mall - #042"},{"component":"SelectItem","id":"storeItemAirport","value":"airport","label":"Airport Terminal 2 - #118"},{"component":"SelectItem","id":"storeItemWestside","value":"westside","label":"Westside Market - #089"},{"component":"Card","id":"kpiRow","children":["kpiSalesCard","kpiBasketCard","kpiReturnsCard","kpiTrafficCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiSalesCard","children":["kpiSalesHeader","kpiSalesProgress","kpiSalesText","kpiSalesBadge"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"kpiSalesHeader","title":"1. Sales Today vs Target","subtitle":"$12,450 / $16,000"},{"component":"Progress","id":"kpiSalesProgress","value":77.8,"label":"77.8% of daily target"},{"component":"TextContent","id":"kpiSalesText","text":"$3,550 to go • On track — pacing +4% vs yesterday","size":"small"},{"component":"Badge","id":"kpiSalesBadge","text":"▲ 4.2% vs yesterday","variant":"secondary"},{"component":"Card","id":"kpiBasketCard","children":["kpiBasketHeader","kpiBasketValue","kpiBasketText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"kpiBasketHeader","title":"6. Avg Basket Size","subtitle":"Per transaction today"},{"component":"Heading","id":"kpiBasketValue","text":"$42.80","level":"h1"},{"component":"TextContent","id":"kpiBasketText","text":"▲ $3.20 vs yesterday ($39.60) • 291 transactions","size":"small"},{"component":"Card","id":"kpiReturnsCard","children":["kpiReturnsHeader","kpiReturnsValue","kpiReturnsText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"kpiReturnsHeader","title":"7. Returns This Week","subtitle":"Mon - Today"},{"component":"Heading","id":"kpiReturnsValue","text":"23 returns","level":"h1"},{"component":"TextContent","id":"kpiReturnsText","text":"$412.50 total value • 1.8% return rate • 5 today","size":"small"},{"component":"Card","id":"kpiTrafficCard","children":["kpiTrafficHeader","kpiTrafficValue","kpiTrafficText"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"kpiTrafficHeader","title":"Foot Traffic Today","subtitle":"Total visitors"},{"component":"Heading","id":"kpiTrafficValue","text":"783 visitors","level":"h1"},{"component":"TextContent","id":"kpiTrafficText","text":"Peak: 5PM (110) • +12% vs last Tuesday","size":"small"},{"component":"Card","id":"chartsRow","children":["footTrafficCard","weekCompareCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"footTrafficCard","children":["footTrafficHeader","footTrafficChart","footTrafficSeries"],"variant":"card"},{"component":"CardHeader","id":"footTrafficHeader","title":"2. Foot Traffic Through the Day","subtitle":"Visitors per hour • 9AM - 8PM"},{"component":"AreaChart","id":"footTrafficChart","labels":["9AM","10AM","11AM","12PM","1PM","2PM","3PM","4PM","5PM","6PM","7PM","8PM"],"series":["footTrafficSeries"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},{"component":"Series","id":"footTrafficSeries","category":"Visitors","values":[22,45,68,82,75,60,88,95,110,78,45,20]},{"component":"Card","id":"weekCompareCard","children":["weekCompareHeader","weekCompareChart","weekSeriesThis","weekSeriesLast"],"variant":"card"},{"component":"CardHeader","id":"weekCompareHeader","title":"12. This Week vs Last Week","subtitle":"Daily sales comparison"},{"component":"LineChart","id":"weekCompareChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekSeriesThis","weekSeriesLast"],"variant":"natural","xLabel":"Day","yLabel":"Sales ($)"},{"component":"Series","id":"weekSeriesThis","category":"This Week","values":[2450,2890,3100,2750,4200,5100,3800]},{"component":"Series","id":"weekSeriesLast","category":"Last Week","values":[2200,2600,2950,2500,3900,4800,3500]},{"component":"Card","id":"middleRow","children":["bestSellersCard","outOfStockCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"bestSellersCard","children":["bestSellersHeader","bestSellersChart","bestSellersSeries"],"variant":"card"},{"component":"CardHeader","id":"bestSellersHeader","title":"3. Best Sellers — Units Today","subtitle":"Top 5 by quantity sold"},{"component":"HorizontalBarChart","id":"bestSellersChart","labels":["Cold Brew 16oz","Croissant","Avocado Toast","Latte 12oz","Blueberry Muffin"],"series":["bestSellersSeries"],"xLabel":"Units sold"},{"component":"Series","id":"bestSellersSeries","category":"Units","values":[87,64,52,48,39]},{"component":"Card","id":"outOfStockCard","children":["outOfStockHeader","outOfStockAlert","outOfStockList","reorderButtons"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"outOfStockHeader","title":"4. Items Out of Stock","subtitle":"4 SKUs require attention"},{"component":"Alert","id":"outOfStockAlert","title":"Reorder needed","description":"4 items are at 0 on-hand. Tap Reorder to create PO.","variant":"destructive"},{"component":"ListBlock","id":"outOfStockList","variant":"number","items":["outOfStockItem1","outOfStockItem2","outOfStockItem3","outOfStockItem4"]},{"component":"ListItem","id":"outOfStockItem1","title":"Oat Milk - Oatly Barista 32oz","subtitle":"SKU #8821 • Last sold 2 hrs ago • Supplier: DairyFresh"},{"component":"ListItem","id":"outOfStockItem2","title":"Almond Croissant","subtitle":"SKU #4412 • Bakery • Out since 10:30 AM"},{"component":"ListItem","id":"outOfStockItem3","title":"Turkey & Swiss Wrap","subtitle":"SKU #5093 • Deli • 12 pending orders"},{"component":"ListItem","id":"outOfStockItem4","title":"Chai Concentrate 64oz","subtitle":"SKU #7734 • Beverage • Lead time 2 days"},{"component":"Buttons","id":"reorderButtons","buttons":["reorderBtn1","reorderBtn2","reorderDialogBtn"],"direction":"row"},{"component":"Button","id":"reorderBtn1","label":"Reorder Oat Milk","variant":"primary"},{"component":"Button","id":"reorderBtn2","label":"Reorder All 4","variant":"secondary"},{"component":"DialogBlock","id":"reorderDialogBtn","triggerLabel":"Custom Reorder...","title":"10. Reorder Item","description":"Create a purchase order for any SKU","content":["reorderFormCard"],"triggerVariant":"outline"},{"component":"Card","id":"reorderFormCard","children":["reorderFormHeader","reorderSelectControl","reorderQtyControl","reorderSubmitButtons"],"variant":"clear"},{"component":"CardHeader","id":"reorderFormHeader","title":"Reorder Item","subtitle":"Select SKU and quantity"},{"component":"FormControl","id":"reorderSelectControl","label":"Item to reorder","input":"reorderSelect"},{"component":"Select","id":"reorderSelect","name":"reorderItem","placeholder":"Choose item...","items":["reorderOpt1","reorderOpt2","reorderOpt3","reorderOpt4","reorderOpt5"]},{"component":"SelectItem","id":"reorderOpt1","value":"8821","label":"Oat Milk - Oatly Barista 32oz"},{"component":"SelectItem","id":"reorderOpt2","value":"4412","label":"Almond Croissant"},{"component":"SelectItem","id":"reorderOpt3","value":"5093","label":"Turkey & Swiss Wrap"},{"component":"SelectItem","id":"reorderOpt4","value":"7734","label":"Chai Concentrate 64oz"},{"component":"SelectItem","id":"reorderOpt5","value":"custom","label":"Other SKU..."},{"component":"FormControl","id":"reorderQtyControl","label":"Quantity","input":"reorderQtyInput"},{"component":"Input","id":"reorderQtyInput","name":"quantity","placeholder":"e.g. 24 units","type":"number"},{"component":"Buttons","id":"reorderSubmitButtons","buttons":["reorderSubmitBtn","reorderCancelBtn"]},{"component":"Button","id":"reorderSubmitBtn","label":"Submit PO","variant":"primary"},{"component":"Button","id":"reorderCancelBtn","label":"Cancel","variant":"tertiary"},{"component":"Card","id":"promoRegistersRow","children":["promoCard","registersCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"promoCard","children":["promoHeader","promoChart","promoSeries"],"variant":"card"},{"component":"CardHeader","id":"promoHeader","title":"8. Running Promotions","subtitle":"Performance today • Redemptions & lift"},{"component":"BarChart","id":"promoChart","labels":["BOGO Cold Brew","Lunch Combo $9.99","Double Points"],"series":["promoSeries"],"variant":"grouped","xLabel":"Promotion","yLabel":"Redemptions"},{"component":"Series","id":"promoSeries","category":"Redemptions","values":[64,48,112]},{"component":"Card","id":"registersCard","children":["registersHeader","registersTable","regColRegister","regColStatus","regColCashier","regColTransactions"],"variant":"card"},{"component":"CardHeader","id":"registersHeader","title":"9. Registers","subtitle":"Live status • 4 lanes"},{"component":"Table","id":"registersTable","columns":["regColRegister","regColStatus","regColCashier","regColTransactions"]},{"component":"Col","id":"regColRegister","label":"Register","data":["Reg #1","Reg #2","Reg #3","Reg #4"],"type":"string"},{"component":"Col","id":"regColStatus","label":"Status","data":["● OPEN","● OPEN","○ CLOSED","● OPEN"],"type":"string"},{"component":"Col","id":"regColCashier","label":"Cashier","data":["Maya S.","James T.","—","Priya R."],"type":"string"},{"component":"Col","id":"regColTransactions","label":"Txns Today","data":[98,84,0,67],"type":"number"},{"component":"Card","id":"staffCard","children":["staffHeader","staffList"],"variant":"card"},{"component":"CardHeader","id":"staffHeader","title":"5. Who's On Shift Today","subtitle":"5 staff • 2 on break • Next shift: 3PM"},{"component":"ListBlock","id":"staffList","variant":"image","items":["staffItem1","staffItem2","staffItem3","staffItem4","staffItem5"]},{"component":"ListItem","id":"staffItem1","title":"Maya Sullivan — Lead Cashier","subtitle":"7AM - 3PM • Reg #1 • On floor"},{"component":"ListItem","id":"staffItem2","title":"James Torres — Barista","subtitle":"7AM - 3PM • Bar • On break (until 2:00PM)"},{"component":"ListItem","id":"staffItem3","title":"Priya Rao — Cashier","subtitle":"11AM - 7PM • Reg #4 • On floor"},{"component":"ListItem","id":"staffItem4","title":"David Kim — Prep / Stock","subtitle":"9AM - 5PM • Back of house • Restocking"},{"component":"ListItem","id":"staffItem5","title":"Elena Cruz — Manager","subtitle":"8AM - 4PM • Floor manager • Office"},{"component":"Card","id":"reorderCard","children":["reorderCardHeader","reorderCardText","reorderCardButtons"],"variant":"sunk"},{"component":"CardHeader","id":"reorderCardHeader","title":"Quick Actions","subtitle":"10. Reorder + 11. Store Switch are always available here"},{"component":"TextContent","id":"reorderCardText","text":"Use the **Reorder** buttons in Out of Stock, or the Custom Reorder dialog above. Switch stores via the dropdown at the top. Last PO: #PO-8841 (Oat Milk x 24) — Delivered yesterday.","size":"small"},{"component":"Buttons","id":"reorderCardButtons","buttons":["quickReorderBtn","viewReportBtn"]},{"component":"Button","id":"quickReorderBtn","label":"New Purchase Order","variant":"primary"},{"component":"Button","id":"viewReportBtn","label":"View Full Daily Report","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..4861cd05b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r1.txt
@@ -0,0 +1,5 @@
+SaaS Admin Overview — single-screen dashboard covering revenue, growth, health & operations.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"SaaS Admin"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["headerCard","metricsRow","chartsRow","utilizationCard","customersCard","riskPaymentsRow","adoptionCard","inviteCard"]},{"id":"headerCard","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["headerTextBlock","periodControl"]},{"id":"headerTextBlock","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["heading","subHeading"]},{"id":"heading","component":"Heading","text":"SaaS Admin Overview","level":"h2"},{"id":"subHeading","component":"TextContent","text":"Monitor revenue, growth, and account health — all in one place. Use the period selector to update revenue & growth metrics.","size":"small"},{"id":"periodControl","component":"FormControl","label":"Reporting Period","input":"periodSelect","hint":"Affects MRR, ARR & signups charts"},{"id":"periodSelect","component":"Select","name":"reportingPeriod","placeholder":"Select period","value":"30d","items":["opt7","opt30","opt90","optYtd"]},{"id":"opt7","component":"SelectItem","value":"7d","label":"Last 7 days"},{"id":"opt30","component":"SelectItem","value":"30d","label":"Last 30 days"},{"id":"opt90","component":"SelectItem","value":"90d","label":"Last 90 days"},{"id":"optYtd","component":"SelectItem","value":"ytd","label":"Year to date"},{"id":"metricsRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["mrrCard","arrCard","churnCard","npsCard"]},{"id":"mrrCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["mrrHeader","mrrValue","mrrTag"]},{"id":"mrrHeader","component":"CardHeader","title":"Monthly Recurring Revenue","subtitle":"MRR • #1"},{"id":"mrrValue","component":"TextContent","text":"$482,500","size":"large-heavy"},{"id":"mrrTag","component":"Tag","text":"+4.2% vs last month","variant":"success","size":"sm"},{"id":"arrCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["arrHeader","arrValue","arrTag"]},{"id":"arrHeader","component":"CardHeader","title":"Annual Recurring Revenue","subtitle":"ARR • #2"},{"id":"arrValue","component":"TextContent","text":"$5.79M","size":"large-heavy"},{"id":"arrTag","component":"Tag","text":"+18.7% YoY","variant":"success","size":"sm"},{"id":"churnCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["churnHeader","churnValue","churnTag"]},{"id":"churnHeader","component":"CardHeader","title":"Churn This Month","subtitle":"Revenue churn • #3"},{"id":"churnValue","component":"TextContent","text":"3.1%","size":"large-heavy"},{"id":"churnTag","component":"Tag","text":"-0.4% vs last month • 12 customers churned","variant":"warning","size":"sm"},{"id":"npsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["npsHeader","npsValue","npsProgress","npsDetail"]},{"id":"npsHeader","component":"CardHeader","title":"Current NPS","subtitle":"Net Promoter Score • #10"},{"id":"npsValue","component":"TextContent","text":"62","size":"large-heavy"},{"id":"npsProgress","component":"Progress","value":62,"label":"Good — 62 / 100 (342 responses this quarter)"},{"id":"npsDetail","component":"TextContent","text":"Promoters 68% • Passives 22% • Detractors 10%","size":"small"},{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["signupsCard","planSplitCard"]},{"id":"signupsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["signupsHeader","signupsChart"]},{"id":"signupsHeader","component":"CardHeader","title":"New Signups — Past 90 Days","subtitle":"Total 1,842 signups • Avg 20.5 / day • #4"},{"id":"signupsChart","component":"LineChart","labels":["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"],"series":["signupsSeries1"],"variant":"natural","xLabel":"Week","yLabel":"Signups"},{"id":"signupsSeries1","component":"Series","category":"Signups","values":[112,145,138,162,155,178,201,189,165,172,198,210,195]},{"id":"planSplitCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["planHeader","planPie","planLegend"]},{"id":"planHeader","component":"CardHeader","title":"Customers by Plan","subtitle":"Total 2,418 customers • #5"},{"id":"planPie","component":"PieChart","labels":["Enterprise","Pro","Team","Starter"],"values":[342,856,742,478],"variant":"donut"},{"id":"planLegend","component":"TextContent","text":"Enterprise 14% • Pro 35% • Team 31% • Starter 20%","size":"small"},{"id":"utilizationCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["utilHeader","utilProgress","utilDetail","utilBar"]},{"id":"utilHeader","component":"CardHeader","title":"Seat Utilization — Across the Company","subtitle":"Active vs purchased seats • #12"},{"id":"utilProgress","component":"Progress","value":78,"label":"78% utilized — 18,420 active / 23,600 purchased"},{"id":"utilDetail","component":"TextContent","text":"2,340 invited (not yet active) • 2,840 seats still available • 12 accounts over-allocated","size":"small"},{"id":"utilBar","component":"SingleStackedBarChart","labels":["Active","Invited","Available"],"values":[18420,2340,2840]},{"id":"customersCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["customersHeader","customersTable"]},{"id":"customersHeader","component":"CardHeader","title":"Ten Largest Customers","subtitle":"Ranked by monthly spend • Seats & spend per customer • #6"},{"id":"customersTable","component":"Table","columns":["colCustomer","colPlan","colSeats","colSpend"]},{"id":"colCustomer","component":"Col","label":"Customer","data":["Acme Corp","Globex Inc","Umbrella Co","Cyberdyne Systems","Stark Industries","Hooli","Initech LLC","Massive Dynamic","Wayne Enterprises","Soylent Corp"],"type":"string"},{"id":"colPlan","component":"Col","label":"Plan","data":["Enterprise","Enterprise","Enterprise","Enterprise","Pro","Enterprise","Pro","Pro","Team","Team"],"type":"string"},{"id":"colSeats","component":"Col","label":"Seats","data":[850,720,610,680,480,520,540,450,390,310],"type":"number"},{"id":"colSpend","component":"Col","label":"Monthly Spend","data":["$42,500","$36,000","$30,500","$34,000","$19,200","$26,000","$21,600","$18,000","$11,700","$9,300"],"type":"string"},{"id":"riskPaymentsRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["riskCard","failedCard"]},{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["riskHeader","riskTable"]},{"id":"riskHeader","component":"CardHeader","title":"Accounts at Risk","subtitle":"7 accounts flagged • Reason for each • #7"},{"id":"riskTable","component":"Table","columns":["riskColAccount","riskColHealth","riskColReason"]},{"id":"riskColAccount","component":"Col","label":"Account","data":["Northwind Traders","Contoso Ltd","Fabrikam Inc","AdventureWorks","Litware Inc","Tailspin Toys","Woodgrove Bank"],"type":"string"},{"id":"riskColHealth","component":"Col","label":"Health","data":["At Risk","Critical","At Risk","At Risk","Critical","At Risk","At Risk"],"type":"string"},{"id":"riskColReason","component":"Col","label":"Reason","data":["Usage down 42% (14d)","Champion left • No login 21d","Support tickets +300%","Payment overdue 12d","Seat utilization 32%","NPS 2/10 • Renewal in 18d","Contract ends in 9d — no renewal contact"],"type":"string"},{"id":"failedCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["failedHeader","failedList"]},{"id":"failedHeader","component":"CardHeader","title":"Failed Payments","subtitle":"4 failed invoices • Retry each payment • #8"},{"id":"failedList","component":"ListBlock","variant":"number","items":["failed1","failed2","failed3","failed4"]},{"id":"failed1","component":"ListItem","title":"Acme Corp — $42,500","subtitle":"Failed 2h ago • Card expired • INV-8841","actionLabel":"Retry"},{"id":"failed2","component":"ListItem","title":"Globex Inc — $3,200","subtitle":"Failed yesterday • Insufficient funds • INV-8839","actionLabel":"Retry"},{"id":"failed3","component":"ListItem","title":"Initech LLC — $1,150","subtitle":"Failed 2d ago • Card declined • INV-8832","actionLabel":"Retry"},{"id":"failed4","component":"ListItem","title":"Umbrella Co — $8,400","subtitle":"Failed 3d ago • Bank declined • INV-8827","actionLabel":"Retry"},{"id":"adoptionCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["adoptionHeader","adoptionChart"]},{"id":"adoptionHeader","component":"CardHeader","title":"Newest Feature Adoption","subtitle":"Adoption % of active customers • #9"},{"id":"adoptionChart","component":"HorizontalBarChart","labels":["AI Assistant (2w ago)","Advanced SSO (5w ago)","Workflow Automations (8w ago)"],"series":["adoptionSeries1"],"variant":"grouped","xLabel":"Adoption %","yLabel":"Feature"},{"id":"adoptionSeries1","component":"Series","category":"Adoption","values":[18,34,52]},{"id":"inviteCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["inviteHeader","inviteForm"]},{"id":"inviteHeader","component":"CardHeader","title":"Invite Another Admin","subtitle":"Add a teammate to this overview • #13"},{"id":"inviteForm","component":"Form","name":"inviteAdmin","buttons":"inviteButtons","fields":["inviteEmailControl","inviteRoleControl"]},{"id":"inviteEmailControl","component":"FormControl","label":"Admin email","input":"inviteEmail","hint":"They'll receive an invite link valid for 7 days"},{"id":"inviteEmail","component":"Input","name":"adminEmail","placeholder":"name@company.com","type":"email"},{"id":"inviteRoleControl","component":"FormControl","label":"Role","input":"inviteRole"},{"id":"inviteRole","component":"Select","name":"adminRole","placeholder":"Select role","items":["roleAdmin","roleBilling","roleSupport"]},{"id":"roleAdmin","component":"SelectItem","value":"admin","label":"Admin — Full access"},{"id":"roleBilling","component":"SelectItem","value":"billing","label":"Billing — Revenue & payments"},{"id":"roleSupport","component":"SelectItem","value":"support","label":"Support — Accounts & health"},{"id":"inviteButtons","component":"Buttons","buttons":["inviteBtn"]},{"id":"inviteBtn","component":"Button","label":"Send Invite","variant":"primary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..09686bb2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r2.txt
@@ -0,0 +1,5 @@
+Single-screen SaaS Admin Overview — all 13 items covered with period control, KPIs, and operational tables.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "saas-admin-overview", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#4F46E5", "agentDisplayName": "SaaS Admin Console"}, "sendDataModel": false}}</a2ui-json>
+
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "saas-admin-overview", "components": [{"id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["headerCard", "controlsCard", "metricsGrid", "seatUtilCard", "chartsRow", "tablesGrid", "bottomRow"]}, {"id": "headerCard", "component": "CardHeader", "title": "SaaS Admin Overview", "subtitle": "Revenue, growth, health and operations — single pane of glass"}, {"id": "controlsCard", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "align": "end", "justify": "between", "wrap": true, "children": ["periodControl", "inviteFormCard"]}, {"id": "periodControl", "component": "FormControl", "label": "Reporting Period", "hint": "11. Change reporting period for all metrics", "input": "periodSelect"}, {"id": "periodSelect", "component": "Select", "name": "reportingPeriod", "value": "30d", "placeholder": "Select period", "items": ["period_7d", "period_30d", "period_90d", "period_12m", "period_ytd"]}, {"id": "period_7d", "component": "SelectItem", "value": "7d", "label": "Last 7 days"}, {"id": "period_30d", "component": "SelectItem", "value": "30d", "label": "Last 30 days"}, {"id": "period_90d", "component": "SelectItem", "value": "90d", "label": "Last 90 days"}, {"id": "period_12m", "component": "SelectItem", "value": "12m", "label": "Last 12 months"}, {"id": "period_ytd", "component": "SelectItem", "value": "ytd", "label": "Year to date"}, {"id": "inviteFormCard", "component": "Card", "variant": "sunk", "children": ["inviteForm"]}, {"id": "inviteForm", "component": "Form", "name": "inviteAdmin", "buttons": "inviteButtons", "fields": ["inviteField"]}, {"id": "inviteField", "component": "FormControl", "label": "13. Invite another admin", "hint": "Enter email to send invite", "input": "inviteEmailInput"}, {"id": "inviteEmailInput", "component": "Input", "name": "adminEmail", "placeholder": "admin@company.com", "type": "email"}, {"id": "inviteButtons", "component": "Buttons", "buttons": ["inviteBtn"]}, {"id": "inviteBtn", "component": "Button", "label": "Send Invite", "variant": "primary"}, {"id": "metricsGrid", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["mrrCard", "arrCard", "churnCard", "npsCard"]}, {"id": "mrrCard", "component": "Card", "variant": "card", "children": ["mrrLabel", "mrrValue", "mrrSub", "mrrBadge"]}, {"id": "mrrLabel", "component": "TextContent", "text": "1. Monthly Recurring Revenue", "size": "small"}, {"id": "mrrValue", "component": "Heading", "text": "$482,500", "level": "h2"}, {"id": "mrrSub", "component": "TextContent", "text": "+4.2% vs last month · $463k prev.", "size": "small"}, {"id": "mrrBadge", "component": "Badge", "text": "MRR", "variant": "secondary"}, {"id": "arrCard", "component": "Card", "variant": "card", "children": ["arrLabel", "arrValue", "arrSub", "arrBadge"]}, {"id": "arrLabel", "component": "TextContent", "text": "2. Annual Recurring Revenue", "size": "small"}, {"id": "arrValue", "component": "Heading", "text": "$5.79M", "level": "h2"}, {"id": "arrSub", "component": "TextContent", "text": "MRR × 12 · +38% YoY", "size": "small"}, {"id": "arrBadge", "component": "Badge", "text": "ARR", "variant": "secondary"}, {"id": "churnCard", "component": "Card", "variant": "card", "children": ["churnLabel", "churnValue", "churnSub", "churnBadge"]}, {"id": "churnLabel", "component": "TextContent", "text": "3. Churn This Month", "size": "small"}, {"id": "churnValue", "component": "Heading", "text": "2.4%", "level": "h2"}, {"id": "churnSub", "component": "TextContent", "text": "18 customers · $11,640 MRR lost", "size": "small"}, {"id": "churnBadge", "component": "Badge", "text": "↓ 0.3% vs last month", "variant": "outline"}, {"id": "npsCard", "component": "Card", "variant": "card", "children": ["npsLabel", "npsValue", "npsSub", "npsProgress"]}, {"id": "npsLabel", "component": "TextContent", "text": "10. Current NPS", "size": "small"}, {"id": "npsValue", "component": "Heading", "text": "62", "level": "h2"}, {"id": "npsSub", "component": "TextContent", "text": "Promoters 71% · Passives 20% · Detractors 9% · 342 responses", "size": "small"}, {"id": "npsProgress", "component": "Progress", "value": 62, "label": "NPS 62 / 100 — Excellent"}, {"id": "seatUtilCard", "component": "Card", "variant": "card", "children": ["seatHeader", "seatStatsRow", "seatProgress", "seatBar"]}, {"id": "seatHeader", "component": "CardHeader", "title": "12. Seat Utilization Across Company", "subtitle": "7,842 of 10,000 seats used · 1,160 active customers"}, {"id": "seatStatsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["seatUsedText", "seatAvailText", "seatUtilBadge"]}, {"id": "seatUsedText", "component": "TextContent", "text": "**7,842** seats used", "size": "small-heavy"}, {"id": "seatAvailText", "component": "TextContent", "text": "2,158 available (21.6%)", "size": "small"}, {"id": "seatUtilBadge", "component": "Badge", "text": "78.4% utilized", "variant": "secondary"}, {"id": "seatProgress", "component": "Progress", "value": 78.4, "label": "78.4% utilized"}, {"id": "seatBar", "component": "SingleStackedBarChart", "labels": ["Used", "Available"], "values": [7842, 2158]}, {"id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["signupsCard", "planSplitCard", "featureAdoptionCard"]}, {"id": "signupsCard", "component": "Card", "variant": "card", "children": ["signupsHeader", "signupsChart"]}, {"id": "signupsHeader", "component": "CardHeader", "title": "4. New Signups — Past 90 Days", "subtitle": "822 signups · weekly trend · avg 64/week"}, {"id": "signupsChart", "component": "LineChart", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8", "Wk 9", "Wk 10", "Wk 11", "Wk 12", "Wk 13"], "series": ["signupsSeries"], "variant": "natural", "xLabel": "Week", "yLabel": "Signups"}, {"id": "signupsSeries", "component": "Series", "category": "New Customers", "values": [42, 38, 51, 47, 62, 55, 68, 71, 64, 78, 82, 75, 89]}, {"id": "planSplitCard", "component": "Card", "variant": "card", "children": ["planHeader", "planChart"]}, {"id": "planHeader", "component": "CardHeader", "title": "5. Customers Split by Plan", "subtitle": "1,160 total customers"}, {"id": "planChart", "component": "PieChart", "labels": ["Growth", "Starter", "Scale", "Enterprise"], "values": [518, 342, 214, 86], "variant": "donut"}, {"id": "featureAdoptionCard", "component": "Card", "variant": "card", "children": ["featureHeader", "featureChart"]}, {"id": "featureHeader", "component": "CardHeader", "title": "9. Adoption of 3 Newest Features", "subtitle": "% of active customers using each feature"}, {"id": "featureChart", "component": "BarChart", "labels": ["AI Summaries", "Workflow Automations", "Advanced SSO"], "series": ["adoptionSeries"], "variant": "grouped", "xLabel": "Feature", "yLabel": "% Adoption"}, {"id": "adoptionSeries", "component": "Series", "category": "Adoption", "values": [68, 42, 31]}, {"id": "tablesGrid", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["largestCustomersCard", "riskAndFailedRow"]}, {"id": "largestCustomersCard", "component": "Card", "variant": "card", "children": ["largestHeader", "largestTable"]}, {"id": "largestHeader", "component": "CardHeader", "title": "6. Ten Largest Customers — Seats & Spend", "subtitle": "Ranked by monthly spend"}, {"id": "largestTable", "component": "Table", "columns": ["colCust", "colPlan", "colSeats", "colSpend"]}, {"id": "colCust", "component": "Col", "label": "Customer", "data": ["Acme Corp", "Globex Inc", "Initech LLC", "Umbrella Co", "Stark Industries", "Wonka Enterprises", "Cyberdyne Systems", "Hooli", "Massive Dynamic", "Soylent Corp"], "type": "string"}, {"id": "colPlan", "component": "Col", "label": "Plan", "data": ["Enterprise", "Enterprise", "Scale", "Enterprise", "Scale", "Scale", "Growth", "Enterprise", "Scale", "Growth"], "type": "string"}, {"id": "colSeats", "component": "Col", "label": "Seats", "data": [842, 760, 512, 498, 445, 398, 365, 342, 318, 295], "type": "number"}, {"id": "colSpend", "component": "Col", "label": "Monthly Spend", "data": ["$24,500", "$22,100", "$14,800", "$14,450", "$12,900", "$11,540", "$8,200", "$9,950", "$9,220", "$6,640"], "type": "string"}, {"id": "riskAndFailedRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["riskAccountsCard", "failedPaymentsCard"]}, {"id": "riskAccountsCard", "component": "Card", "variant": "card", "children": ["riskHeader", "riskTable", "riskAlert"]}, {"id": "riskHeader", "component": "CardHeader", "title": "7. Accounts at Risk", "subtitle": "Health score < 60 · Action required"}, {"id": "riskTable", "component": "Table", "columns": ["riskCustCol", "riskPlanCol", "riskReasonCol", "riskHealthCol"]}, {"id": "riskCustCol", "component": "Col", "label": "Account", "data": ["Northwind Traders", "Contoso Ltd", "Fabrikam Inc", "AdventureWorks", "Tailspin Toys"], "type": "string"}, {"id": "riskPlanCol", "component": "Col", "label": "Plan", "data": ["Scale", "Growth", "Enterprise", "Starter", "Growth"], "type": "string"}, {"id": "riskReasonCol", "component": "Col", "label": "Reason", "data": ["Seats down 40% in 14d", "5 open P1 tickets >7d", "No login for 21 days", "Payment failed 2×", "NPS detractor + usage -32%"], "type": "string"}, {"id": "riskHealthCol", "component": "Col", "label": "Health", "data": [42, 38, 51, 47, 35], "type": "number"}, {"id": "riskAlert", "component": "Alert", "title": "5 accounts flagged", "description": "Low engagement and support load are top drivers. Consider playbook outreach.", "variant": "warning"}, {"id": "failedPaymentsCard", "component": "Card", "variant": "card", "children": ["failedHeader", "failedTable", "failedCallout"]}, {"id": "failedHeader", "component": "CardHeader", "title": "8. Failed Payments — Retry", "subtitle": "6 failures in last 7 days · $4,820 at risk"}, {"id": "failedTable", "component": "Table", "columns": ["failedCustCol", "failedAmountCol", "failedDateCol", "failedActionCol"]}, {"id": "failedCustCol", "component": "Col", "label": "Customer", "data": ["Bluth Company", "Gekko & Co", "Pied Piper", "Dunder Mifflin", "Weyland-Yutani"], "type": "string"}, {"id": "failedAmountCol", "component": "Col", "label": "Amount", "data": ["$1,200", "$850", "$2,100", "$420", "$250"], "type": "string"}, {"id": "failedDateCol", "component": "Col", "label": "Failed On", "data": ["2024-05-12", "2024-05-13", "2024-05-14", "2024-05-14", "2024-05-15"], "type": "string"}, {"id": "failedActionCol", "component": "Col", "label": "Action", "data": ["Retry", "Retry", "Retry", "Retry", "Retry"], "type": "action"}, {"id": "failedCallout", "component": "Callout", "variant": "warning", "title": "Auto-retry enabled", "description": "Click Retry to attempt charge again. Customers receive email after 3rd failure."}, {"id": "bottomRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["summaryCard", "helpCard"]}, {"id": "summaryCard", "component": "Card", "variant": "sunk", "children": ["summaryText"]}, {"id": "summaryText", "component": "TextContent", "text": "All 13 items visible above: Use the **Reporting Period** selector (top right) to filter MRR/ARR/Churn/Signups, and the **Invite Admin** form to add teammates. Seat utilization and NPS update live.", "size": "small"}, {"id": "helpCard", "component": "Card", "variant": "clear", "children": ["helpText"]}, {"id": "helpText", "component": "TextContent", "text": "Tip: Failed payment retries log to Audit Trail. At-risk accounts sync to CS workspace hourly.", "size": "small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..3cb4d9c98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r3.txt
@@ -0,0 +1,7 @@
+Admin overview with all 13 metrics — reporting controls, KPI tiles, growth & plan breakdown, utilization, and operational tables with actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"SaaS Admin Console"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"component":"Card","id":"root","children":["headerCard","controlsCard","kpiGrid","signupsCard","middleRow","utilizationCard","largestCustomersCard","riskPaymentsRow","inviteHelperCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"Card","id":"headerCard","children":["headingMain","textSubtitle"],"variant":"clear","direction":"column","gap":"xs"},{"component":"Heading","id":"headingMain","text":"SaaS Admin Overview","level":"h1"},{"component":"TextContent","id":"textSubtitle","text":"Revenue, growth, health and operations — single view for the last 90 days. Use the reporting period control to adjust all metrics.","size":"small"},{"component":"Card","id":"controlsCard","children":["cardPeriodInner","inviteDialogBlock"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"Card","id":"cardPeriodInner","children":["periodFormControl","periodHint"],"variant":"sunk","direction":"column","gap":"xs"},{"component":"FormControl","id":"periodFormControl","label":"Reporting Period","input":"periodSelect","hint":"Changes MRR, ARR, churn, signups and NPS windows"},{"component":"Select","id":"periodSelect","name":"period","items":["periodOptThisMonth","periodOpt30","periodOpt90","periodOpt12"],"value":"Last 90 Days","placeholder":"Select period"},{"component":"SelectItem","id":"periodOptThisMonth","value":"this_month","label":"This Month"},{"component":"SelectItem","id":"periodOpt30","value":"30d","label":"Last 30 Days"},{"component":"SelectItem","id":"periodOpt90","value":"90d","label":"Last 90 Days"},{"component":"SelectItem","id":"periodOpt12","value":"12m","label":"Last 12 Months"},{"component":"TextContent","id":"periodHint","text":"11. Reporting period selector — updates dashboard context","size":"small"},{"component":"DialogBlock","id":"inviteDialogBlock","triggerLabel":"Invite Another Admin","title":"Invite Admin","description":"Send an invite to grant admin access to your workspace. They'll receive an email to set up their account.","content":["inviteForm"],"triggerVariant":"default"},{"component":"Form","id":"inviteForm","name":"inviteAdmin","fields":["inviteNameControl","inviteEmailControl","inviteRoleControl"],"buttons":"inviteFormButtons"},{"component":"Buttons","id":"inviteFormButtons","buttons":["inviteBtnSend","inviteBtnCancel"],"direction":"row"},{"component":"Button","id":"inviteBtnSend","label":"Send Invite","variant":"primary"},{"component":"Button","id":"inviteBtnCancel","label":"Cancel","variant":"secondary"},{"component":"FormControl","id":"inviteNameControl","label":"Full Name","input":"inviteNameInput"},{"component":"Input","id":"inviteNameInput","name":"adminName","placeholder":"Alex Morgan"},{"component":"FormControl","id":"inviteEmailControl","label":"Work Email","input":"inviteEmailInput"},{"component":"Input","id":"inviteEmailInput","name":"adminEmail","placeholder":"alex@company.com","type":"email"},{"component":"FormControl","id":"inviteRoleControl","label":"Role","input":"inviteRoleSelect"},{"component":"Select","id":"inviteRoleSelect","name":"adminRole","items":["roleAdmin","roleBilling","roleSupport"],"value":"Admin","placeholder":"Select role"},{"component":"SelectItem","id":"roleAdmin","value":"admin","label":"Admin — Full access"},{"component":"SelectItem","id":"roleBilling","value":"billing","label":"Billing Admin"},{"component":"SelectItem","id":"roleSupport","value":"support","label":"Support Admin"},{"component":"Card","id":"kpiGrid","children":["kpiMRR","kpiARR","kpiChurn","kpiNPS"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"kpiMRR","children":["kpiMRRHeader","kpiMRRValue","kpiMRRSub","kpiMRRTag"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiMRRHeader","title":"Monthly Recurring Revenue","subtitle":"1. MRR • +4.2% MoM"},{"component":"TextContent","id":"kpiMRRValue","text":"$342,800","size":"large-heavy"},{"component":"TextContent","id":"kpiMRRSub","text":"vs $328,900 last month • Updated today","size":"small"},{"component":"Tag","id":"kpiMRRTag","text":"Healthy growth","variant":"success","size":"sm"},{"component":"Card","id":"kpiARR","children":["kpiARRHeader","kpiARRValue","kpiARRSub","kpiARRTag"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiARRHeader","title":"Annual Recurring Revenue","subtitle":"2. ARR • +18% YoY"},{"component":"TextContent","id":"kpiARRValue","text":"$4.11M","size":"large-heavy"},{"component":"TextContent","id":"kpiARRSub","text":"$342,800 × 12 • Run-rate basis","size":"small"},{"component":"Tag","id":"kpiARRTag","text":"On target","variant":"info","size":"sm"},{"component":"Card","id":"kpiChurn","children":["kpiChurnHeader","kpiChurnValue","kpiChurnProgress","kpiChurnSub"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiChurnHeader","title":"Churn This Month","subtitle":"3. Revenue & logo churn"},{"component":"TextContent","id":"kpiChurnValue","text":"2.4%","size":"large-heavy"},{"component":"Progress","id":"kpiChurnProgress","value":2.4,"label":"Revenue churn — target <3%"},{"component":"TextContent","id":"kpiChurnSub","text":"18 customers churned • $8,240 MRR lost","size":"small"},{"component":"Card","id":"kpiNPS","children":["kpiNPSHeader","kpiNPSValueRow","kpiNPSProgress","kpiNPSSub"],"variant":"card","direction":"column","gap":"xs"},{"component":"CardHeader","id":"kpiNPSHeader","title":"Current NPS","subtitle":"10. Net Promoter Score • 342 responses"},{"component":"Card","id":"kpiNPSValueRow","children":["kpiNPSValue","kpiNPSBadge"],"direction":"row","gap":"s","align":"center","variant":"clear"},{"component":"TextContent","id":"kpiNPSValue","text":"62","size":"large-heavy"},{"component":"Badge","id":"kpiNPSBadge","text":"Excellent","variant":"default"},{"component":"Progress","id":"kpiNPSProgress","value":62,"label":"NPS scale -100 to +100"},{"component":"TextContent","id":"kpiNPSSub","text":"Promoters 71% • Passives 20% • Detractors 9%","size":"small"},{"component":"Card","id":"signupsCard","children":["signupsHeader","signupsLineChart","signupsFooter"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"signupsHeader","title":"New Signups — Past 90 Days","subtitle":"4. Daily signups aggregated weekly • Total 1,284 (+12% vs prior 90d)"},{"component":"LineChart","id":"signupsLineChart","labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8","Week 9","Week 10","Week 11","Week 12","Week 13"],"series":["signupsSeries"],"variant":"natural","xLabel":"Weeks (90 days)","yLabel":"Signups"},{"component":"Series","id":"signupsSeries","category":"Signups","values":[98,112,105,134,128,142,118,165,152,178,162,190,102]},{"component":"TextContent","id":"signupsFooter","text":"Peak: Week 12 (190 signups) • Avg 98/week • Source: Stripe + Auth events","size":"small"},{"component":"Card","id":"middleRow","children":["planSplitCard","adoptionCard"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"planSplitCard","children":["planSplitHeader","planPie","planLegend"],"variant":"card","direction":"column","gap":"s","weight":1},{"component":"CardHeader","id":"planSplitHeader","title":"Customers by Plan","subtitle":"5. Split across 4 tiers • Total 4,621 customers"},{"component":"PieChart","id":"planPie","labels":["Enterprise","Pro","Starter","Free"],"values":[342,1284,892,2103],"variant":"donut","appearance":"circular"},{"component":"TextContent","id":"planLegend","text":"Enterprise 7.4% • Pro 27.8% • Starter 19.3% • Free 45.5%","size":"small"},{"component":"Card","id":"adoptionCard","children":["adoptionHeader","adoptionBar","adoptionText"],"variant":"card","direction":"column","gap":"s","weight":1},{"component":"CardHeader","id":"adoptionHeader","title":"Feature Adoption — 3 Newest Features","subtitle":"9. % of active paid accounts using feature (last 30 days)"},{"component":"HorizontalBarChart","id":"adoptionBar","labels":["AI Workflows","SSO + SCIM","Usage Analytics"],"series":["adoptionSeries"],"variant":"grouped","xLabel":"Adoption %","yLabel":"Feature"},{"component":"Series","id":"adoptionSeries","category":"Adoption","values":[42,68,55]},{"component":"TextContent","id":"adoptionText","text":"Launched: AI Workflows (Mar 2026) • SSO+SCIM (Feb 2026) • Usage Analytics (Jan 2026)","size":"small"},{"component":"Card","id":"utilizationCard","children":["utilizationHeader","utilizationProgress","utilizationStacked","utilizationText"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"utilizationHeader","title":"Seat Utilization — Company-wide","subtitle":"12. Licensed vs. active seats across all customers"},{"component":"Progress","id":"utilizationProgress","value":75.3,"label":"75.3% utilized — 84,320 / 112,000 seats"},{"component":"SingleStackedBarChart","id":"utilizationStacked","labels":["Used Seats","Available Seats"],"values":[84320,27680]},{"component":"TextContent","id":"utilizationText","text":"+3.1% vs last month • 27,680 seats available to allocate • 412 accounts at >90% utilization","size":"small"},{"component":"Card","id":"largestCustomersCard","children":["largestHeader","largestTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"largestHeader","title":"10 Largest Customers","subtitle":"6. Ranked by monthly spend • Seats & MRR contribution"},{"component":"Table","id":"largestTable","columns":["colCustomer","colPlan2","colSeats","colSpend","colShare"]},{"component":"Col","id":"colCustomer","label":"Customer","data":["Acme Corp","Globex Inc","Initech LLC","Umbrella Co","Stark Industries","Wayne Enterprises","Wonka Industries","Cyberdyne Systems","Massive Dynamic","Oscorp Ltd"],"type":"string"},{"component":"Col","id":"colPlan2","label":"Plan","data":["Enterprise","Enterprise","Pro","Enterprise","Enterprise","Pro","Pro","Enterprise","Enterprise","Pro"],"type":"string"},{"component":"Col","id":"colSeats","label":"Seats","data":[2400,1850,3200,1650,2100,1400,1750,1200,980,1350],"type":"number"},{"component":"Col","id":"colSpend","label":"Monthly Spend","data":[24800,19200,16800,15200,14100,12800,11900,11200,9800,9400],"type":"number"},{"component":"Col","id":"colShare","label":"% of MRR","data":[7.2,5.6,4.9,4.4,4.1,3.7,3.5,3.3,2.9,2.7],"type":"number"},{"component":"Card","id":"riskPaymentsRow","children":["riskCard","paymentsCard"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"riskCard","children":["riskHeader","riskTable","riskCallout"],"variant":"card","direction":"column","gap":"s","weight":1},{"component":"CardHeader","id":"riskHeader","title":"Accounts at Risk","subtitle":"7. Health score <60 or critical signals • 7 accounts"},{"component":"Table","id":"riskTable","columns":["riskColAccount","riskColReason","riskColHealth"]},{"component":"Col","id":"riskColAccount","label":"Account","data":["Northwind Traders","Contoso Ltd","AdventureWorks","Fabrikam Inc","Tailspin Toys","Litware Inc","Woodgrove Bank"],"type":"string"},{"component":"Col","id":"riskColReason","label":"Reason","data":["Seats -22% in 14d","Support tickets +340%","Payment failed 2x","Champion left company","Usage down 41%","Contract renewal in 12d — no engagement","NPS detractor + health 38"],"type":"string"},{"component":"Col","id":"riskColHealth","label":"Health","data":[42,48,51,35,44,39,38],"type":"number"},{"component":"Callout","id":"riskCallout","variant":"warning","title":"Action needed","description":"CSM assigned to all 7 accounts. Schedule QBRs for Fabrikam and Woodgrove this week."},{"component":"Card","id":"paymentsCard","children":["paymentsHeader","paymentsTable","paymentsCallout"],"variant":"card","direction":"column","gap":"s","weight":1},{"component":"CardHeader","id":"paymentsHeader","title":"Failed Payments","subtitle":"8. Last 7 days • Retry available per invoice"},{"component":"Table","id":"paymentsTable","columns":["payColCustomer","payColAmount","payColDate","payColInvoice","payColAction"]},{"component":"Col","id":"payColCustomer","label":"Customer","data":["Aperture Labs","Black Mesa","Soylent Corp","Gekko & Co"],"type":"string"},{"component":"Col","id":"payColAmount","label":"Amount","data":[499,1299,899,2499],"type":"number"},{"component":"Col","id":"payColDate","label":"Failed On","data":["2026-08-14","2026-08-13","2026-08-12","2026-08-11"],"type":"string"},{"component":"Col","id":"payColInvoice","label":"Invoice","data":["INV-8841","INV-8837","INV-8829","INV-8815"],"type":"string"},{"component":"Col","id":"payColAction","label":"Action","data":["Retry","Retry","Retry","Retry"],"type":"action"},{"component":"Callout","id":"paymentsCallout","variant":"info","title":"4 payments need attention","description":"Click Retry to re-charge the card on file. Customers have been notified via email."},{"component":"Card","id":"inviteHelperCard","children":["inviteHelperHeader","inviteHelperText","inviteHelperButtons"],"variant":"sunk","direction":"column","gap":"s"},{"component":"CardHeader","id":"inviteHelperHeader","title":"Team Access","subtitle":"13. Invite another admin — also available via top bar"},{"component":"TextContent","id":"inviteHelperText","text":"Admins can manage billing, members, and security settings. Invites expire in 7 days and can be revoked anytime.","size":"small"},{"component":"Buttons","id":"inviteHelperButtons","buttons":["inviteHelperBtn"],"direction":"row"},{"component":"Button","id":"inviteHelperBtn","label":"Open Invite Dialog","variant":"secondary"}]}}</a2ui-json>
+
+All 13 requested items are present on this single screen — use **Reporting Period** (top left) to change the time window and **Invite Another Admin** (top right or bottom card) to add teammates. Failed payments include a **Retry** action per row, and seat utilization shows both percentage and licensed-seat breakdown.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..11ec44fb3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b4-saas__r4.txt
@@ -0,0 +1,3 @@
+Complete SaaS Admin Overview — all 13 items on one screen with live controls.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"SaaS Admin Console"},"sendDataModel":false}}</a2ui-json> <a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"component":"Card","id":"root","children":["header","controlsCard","metricsRow","utilizationCard","chartsRow","featureCard","largestCard","riskPaymentsRow","footerNote"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"SaaS Admin Overview","subtitle":"Revenue, customers, health & operations — single pane of glass"},{"component":"Card","id":"controlsCard","children":["periodSelect","inviteDialog"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"Select","id":"periodSelect","name":"reportingPeriod","items":["periodOpt7","periodOpt30","periodOpt90","periodOptMonth","periodOptQuarter","periodOptYear"],"placeholder":"Reporting period","value":"periodOpt30"},{"component":"SelectItem","id":"periodOpt7","component":"SelectItem","value":"periodOpt7","label":"Last 7 days"},{"component":"SelectItem","id":"periodOpt30","component":"SelectItem","value":"periodOpt30","label":"Last 30 days"},{"component":"SelectItem","id":"periodOpt90","component":"SelectItem","value":"periodOpt90","label":"Last 90 days"},{"component":"SelectItem","id":"periodOptMonth","component":"SelectItem","value":"periodOptMonth","label":"This month"},{"component":"SelectItem","id":"periodOptQuarter","component":"SelectItem","value":"periodOptQuarter","label":"This quarter"},{"component":"SelectItem","id":"periodOptYear","component":"SelectItem","value":"periodOptYear","label":"This year"},{"component":"DialogBlock","id":"inviteDialog","triggerLabel":"Invite Admin","title":"Invite another admin","description":"Send an invitation to grant admin access to your workspace.","content":["inviteForm"],"triggerVariant":"default"},{"component":"Form","id":"inviteForm","name":"inviteAdminForm","fields":["fcEmail","fcRole"],"buttons":"inviteFormButtons"},{"component":"Buttons","id":"inviteFormButtons","buttons":["inviteBtnSubmit","inviteBtnCancel"],"direction":"row"},{"component":"Button","id":"inviteBtnSubmit","component":"Button","label":"Send Invite","variant":"primary"},{"component":"Button","id":"inviteBtnCancel","component":"Button","label":"Cancel","variant":"secondary"},{"component":"FormControl","id":"fcEmail","label":"Admin email","input":"inputEmail","hint":"They'll receive an email with setup instructions"},{"component":"Input","id":"inputEmail","component":"Input","name":"adminEmail","placeholder":"admin@company.com","type":"email"},{"component":"FormControl","id":"fcRole","label":"Role","input":"roleSelect"},{"component":"Select","id":"roleSelect","name":"adminRole","items":["roleItemAdmin","roleItemViewer","roleItemBilling"],"placeholder":"Select role","value":"roleItemAdmin"},{"component":"SelectItem","id":"roleItemAdmin","component":"SelectItem","value":"admin","label":"Admin - Full access"},{"component":"SelectItem","id":"roleItemViewer","component":"SelectItem","value":"viewer","label":"Viewer - Read only"},{"component":"SelectItem","id":"roleItemBilling","component":"SelectItem","value":"billing","label":"Billing Admin"},{"component":"Card","id":"metricsRow","children":["mrrCard","arrCard","churnCard","npsCard"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"mrrCard","children":["mrrHeader","mrrValue","mrrTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"mrrHeader","title":"Monthly Recurring Revenue","subtitle":"1. MRR • This month"},{"component":"TextContent","id":"mrrValue","text":"**$284,750**","size":"large-heavy"},{"component":"Tag","id":"mrrTag","text":"+6.2% vs last month","variant":"success","size":"sm"},{"component":"Card","id":"arrCard","children":["arrHeader","arrValue","arrTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"arrHeader","title":"Annual Recurring Revenue","subtitle":"2. ARR • Annualized"},{"component":"TextContent","id":"arrValue","text":"**$3.42M**","size":"large-heavy"},{"component":"Tag","id":"arrTag","text":"+18.4% YoY","variant":"success","size":"sm"},{"component":"Card","id":"churnCard","children":["churnHeader","churnValue","churnTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"churnHeader","title":"Churn This Month","subtitle":"3. Revenue churn"},{"component":"TextContent","id":"churnValue","text":"**2.8%** • $8,120","size":"large-heavy"},{"component":"Tag","id":"churnTag","text":"12 accounts churned","variant":"warning","size":"sm"},{"component":"Card","id":"npsCard","children":["npsHeader","npsValue","npsTag"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"npsHeader","title":"Current NPS","subtitle":"10. Net Promoter Score"},{"component":"TextContent","id":"npsValue","text":"**62**","size":"large-heavy"},{"component":"Tag","id":"npsTag","text":"Excellent • 1,240 responses","variant":"success","size":"sm"},{"component":"Card","id":"utilizationCard","children":["utilizationHeader","utilizationProgress","utilizationText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"utilizationHeader","title":"Seat Utilization","subtitle":"12. Across all customers • 4,250 seats provisioned"},{"component":"Progress","id":"utilizationProgress","value":78,"label":"78% utilized"},{"component":"TextContent","id":"utilizationText","text":"**3,315 active** of 4,250 seats • 935 idle • Trend +3% vs last month. Highest utilization: Enterprise plans (92%).","size":"small"},{"component":"Card","id":"chartsRow","children":["signupsCard","planCard"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"signupsCard","children":["signupsHeader","signupsLineChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"signupsHeader","title":"New Signups — Past 90 Days","subtitle":"4. Total 847 signups • Avg 66 / week"},{"component":"LineChart","id":"signupsLineChart","labels":["W1 Apr 14","W2 Apr 21","W3 Apr 28","W4 May 5","W5 May 12","W6 May 19","W7 May 26","W8 Jun 2","W9 Jun 9","W10 Jun 16","W11 Jun 23","W12 Jun 30","W13 Jul 7"],"series":["signupsSeries"],"variant":"natural","xLabel":"Week","yLabel":"Signups"},{"component":"Series","id":"signupsSeries","component":"Series","category":"New signups","values":[42,58,51,73,68,82,61,75,88,64,79,92,64]},{"component":"Card","id":"planCard","children":["planHeader","planPie"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"planHeader","title":"Customers by Plan","subtitle":"5. 1,482 total customers"},{"component":"PieChart","id":"planPie","labels":["Starter","Growth","Scale","Enterprise"],"values":[612,478,268,124],"variant":"donut","appearance":"circular"},{"component":"Card","id":"featureCard","children":["featureHeader","featureChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"featureHeader","title":"Newest Feature Adoption","subtitle":"9. % of active workspaces using feature (last 30 days)"},{"component":"HorizontalBarChart","id":"featureChart","labels":["AI Summaries (Jun)","Workflow Automations (May)","SSO Enforcement (Apr)"],"series":["featureSeries"],"variant":"grouped","xLabel":"Adoption %","yLabel":"Feature"},{"component":"Series","id":"featureSeries","component":"Series","category":"Adoption","values":[42,67,81]},{"component":"Card","id":"largestCard","children":["largestHeader","largestTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"largestHeader","title":"Ten Largest Customers","subtitle":"6. By monthly spend • Seats & spend"},{"component":"Table","id":"largestTable","columns":["colLargestName","colLargestPlan","colLargestSeats","colLargestSpend"]},{"component":"Col","id":"colLargestName","component":"Col","label":"Customer","data":["Acme Corp","Globex Inc","Initech LLC","Umbrella Co","Soylent Corp","Wonka Industries","Stark Enterprises","Wayne Holdings","Cyberdyne Systems","Massive Dynamic"],"type":"string"},{"component":"Col","id":"colLargestPlan","component":"Col","label":"Plan","data":["Enterprise","Enterprise","Scale","Enterprise","Scale","Growth","Enterprise","Scale","Enterprise","Scale"],"type":"string"},{"component":"Col","id":"colLargestSeats","component":"Col","label":"Seats","data":[420,380,310,295,240,210,185,175,160,150],"type":"number"},{"component":"Col","id":"colLargestSpend","component":"Col","label":"Monthly Spend","data":["$18,900","$16,200","$12,400","$11,800","$9,600","$8,400","$7,850","$7,100","$6,900","$6,250"],"type":"string"},{"component":"Card","id":"riskPaymentsRow","children":["riskCard","failedCard"],"direction":"row","gap":"m","wrap":true,"variant":"clear"},{"component":"Card","id":"riskCard","children":["riskHeader","riskTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"riskHeader","title":"Accounts at Risk","subtitle":"7. Health score < 60 or churn signals"},{"component":"Table","id":"riskTable","columns":["colRiskAccount","colRiskPlan","colRiskReason","colRiskHealth"]},{"component":"Col","id":"colRiskAccount","component":"Col","label":"Account","data":["Northwind Traders","Contoso Ltd","AdventureWorks","Fabrikam Inc","Tailspin Toys"],"type":"string"},{"component":"Col","id":"colRiskPlan","component":"Col","label":"Plan","data":["Scale","Growth","Enterprise","Starter","Scale"],"type":"string"},{"component":"Col","id":"colRiskReason","component":"Col","label":"Reason","data":["Usage down 42% - 14d","Support tickets 8 in 7d","Payment failed 2x","Seats utilization 18%","Champion left company"],"type":"string"},{"component":"Col","id":"colRiskHealth","component":"Col","label":"Health","data":[42,38,51,29,46],"type":"number"},{"component":"Card","id":"failedCard","children":["failedHeader","failedTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"failedHeader","title":"Failed Payments","subtitle":"8. Retry directly from table"},{"component":"Table","id":"failedTable","columns":["colFailCustomer","colFailAmount","colFailDate","colFailReason","colFailAction"]},{"component":"Col","id":"colFailCustomer","component":"Col","label":"Customer","data":["Oscar Corp","Blue Sky LLC","Riviera Group","Dunder Mifflin","Pied Piper"],"type":"string"},{"component":"Col","id":"colFailAmount","component":"Col","label":"Amount","data":["$1,200","$850","$2,400","$450","$1,750"],"type":"string"},{"component":"Col","id":"colFailDate","component":"Col","label":"Failed","data":["Jul 12","Jul 11","Jul 10","Jul 9","Jul 8"],"type":"string"},{"component":"Col","id":"colFailReason","component":"Col","label":"Reason","data":["Card expired","Insufficient funds","Card declined","Invalid CVC","Bank declined"],"type":"string"},{"component":"Col","id":"colFailAction","component":"Col","label":"Action","data":["Retry","Retry","Retry","Retry","Retry"],"type":"action"},{"component":"TextContent","id":"footerNote","text":"*Reporting period selector (11) controls MRR, churn, signups & NPS. Seat utilization (12) is company-wide. Use **Invite Admin** (13) to add teammates.*","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..9b45aec10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r1.txt
@@ -0,0 +1,1097 @@
+City Operations Center — single-screen view covering all 17 items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "city-ops-center-v1",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0E5A8A",
+      "agentDisplayName": "City Operations Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "city-ops-center-v1",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "districtFilterCard",
+          "weatherCard",
+          "kpiRow",
+          "energyCard",
+          "airQualityCard",
+          "incidentsCard",
+          "emergencyCard",
+          "eventsReportsRow",
+          "backlogCard",
+          "roadworksCard",
+          "infraCard",
+          "actionsRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "City Operations Center",
+        "subtitle": "Live city-wide monitoring • All 17 required items on one screen • Last updated: Today 14:32"
+      },
+      {
+        "id": "districtFilterCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "districtSelectLabel",
+          "districtSelect"
+        ]
+      },
+      {
+        "id": "districtSelectLabel",
+        "component": "TextContent",
+        "text": "**13. Focus on one district** — Filter all live data by district. Selecting a district highlights its congestion, AQI, incidents, and deployments.",
+        "size": "small"
+      },
+      {
+        "id": "districtSelect",
+        "component": "Select",
+        "name": "district",
+        "placeholder": "All Districts",
+        "value": "All Districts",
+        "items": [
+          "districtSelectItem-all",
+          "districtSelectItem-downtown",
+          "districtSelectItem-riverside",
+          "districtSelectItem-westend",
+          "districtSelectItem-northgate",
+          "districtSelectItem-industrial"
+        ]
+      },
+      {
+        "id": "districtSelectItem-all",
+        "component": "SelectItem",
+        "value": "All Districts",
+        "label": "All Districts"
+      },
+      {
+        "id": "districtSelectItem-downtown",
+        "component": "SelectItem",
+        "value": "Downtown",
+        "label": "Downtown"
+      },
+      {
+        "id": "districtSelectItem-riverside",
+        "component": "SelectItem",
+        "value": "Riverside",
+        "label": "Riverside"
+      },
+      {
+        "id": "districtSelectItem-westend",
+        "component": "SelectItem",
+        "value": "West End",
+        "label": "West End"
+      },
+      {
+        "id": "districtSelectItem-northgate",
+        "component": "SelectItem",
+        "value": "Northgate",
+        "label": "Northgate"
+      },
+      {
+        "id": "districtSelectItem-industrial",
+        "component": "SelectItem",
+        "value": "Industrial",
+        "label": "Industrial Zone"
+      },
+      {
+        "id": "weatherCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "weatherHeading",
+          "weatherText"
+        ]
+      },
+      {
+        "id": "weatherHeading",
+        "component": "Heading",
+        "text": "12. Current Weather — 24°C Partly Cloudy",
+        "level": "h3"
+      },
+      {
+        "id": "weatherText",
+        "component": "TextContent",
+        "text": "Humidity 58% • Wind NW 12 km/h • Air Pressure 1012 hPa • UV Moderate • Sunrise 06:41 • No severe alerts. Feels like 26°C. Visibility 10km.",
+        "size": "small"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "congestionCard",
+          "punctualityCard",
+          "waterParkingCard"
+        ]
+      },
+      {
+        "id": "congestionCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "congestionHeader",
+          "congestionChart"
+        ]
+      },
+      {
+        "id": "congestionHeader",
+        "component": "CardHeader",
+        "title": "1. Congestion Right Now",
+        "subtitle": "Live % of road capacity used — higher = slower"
+      },
+      {
+        "id": "congestionChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Downtown Loop",
+          "River Bridge",
+          "West End Ave",
+          "Northgate Blvd"
+        ],
+        "series": [
+          "congestionSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Congestion %",
+        "yLabel": "Corridor"
+      },
+      {
+        "id": "congestionSeries",
+        "component": "Series",
+        "category": "Congestion %",
+        "values": [
+          78,
+          62,
+          45,
+          81
+        ]
+      },
+      {
+        "id": "punctualityCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "punctualityHeader",
+          "punctualityChart"
+        ]
+      },
+      {
+        "id": "punctualityHeader",
+        "component": "CardHeader",
+        "title": "2. Transit Punctuality",
+        "subtitle": "On-time % today (goal 90%)"
+      },
+      {
+        "id": "punctualityChart",
+        "component": "BarChart",
+        "labels": [
+          "Metro Red",
+          "Metro Blue",
+          "Bus Network",
+          "Tram"
+        ],
+        "series": [
+          "punctualitySeries"
+        ],
+        "variant": "grouped",
+        "yLabel": "On-Time %",
+        "xLabel": "Line"
+      },
+      {
+        "id": "punctualitySeries",
+        "component": "Series",
+        "category": "On-Time %",
+        "values": [
+          92,
+          88,
+          84,
+          95
+        ]
+      },
+      {
+        "id": "waterParkingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "waterHeader",
+          "waterProgress",
+          "waterText",
+          "parkingHeader",
+          "parkingChart"
+        ]
+      },
+      {
+        "id": "waterHeader",
+        "component": "CardHeader",
+        "title": "5. Water Use Today",
+        "subtitle": "Daily allocation 6.2M gallons"
+      },
+      {
+        "id": "waterProgress",
+        "component": "Progress",
+        "value": 68,
+        "label": "68% used — 4.2M gallons"
+      },
+      {
+        "id": "waterText",
+        "component": "TextContent",
+        "text": "Peak at 09:00 (0.42M gal/hr). On track vs. yesterday -3%. Reservoir at 74%.",
+        "size": "small"
+      },
+      {
+        "id": "parkingHeader",
+        "component": "CardHeader",
+        "title": "8. Parking Availability Downtown",
+        "subtitle": "1,000 spaces monitored"
+      },
+      {
+        "id": "parkingChart",
+        "component": "PieChart",
+        "labels": [
+          "Available",
+          "Occupied"
+        ],
+        "values": [
+          342,
+          658
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "energyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "energyHeader",
+          "energyChart"
+        ]
+      },
+      {
+        "id": "energyHeader",
+        "component": "CardHeader",
+        "title": "4. Energy Use — Past 7 Days",
+        "subtitle": "Total city consumption (MWh) • Peak Fri 489 MWh"
+      },
+      {
+        "id": "energyChart",
+        "component": "AreaChart",
+        "labels": [
+          "Mon",
+          "Tue",
+          "Wed",
+          "Thu",
+          "Fri",
+          "Sat",
+          "Sun"
+        ],
+        "series": [
+          "energySeries"
+        ],
+        "variant": "natural",
+        "yLabel": "MWh",
+        "xLabel": "Day"
+      },
+      {
+        "id": "energySeries",
+        "component": "Series",
+        "category": "Consumption",
+        "values": [
+          412,
+          445,
+          438,
+          462,
+          489,
+          398,
+          372
+        ]
+      },
+      {
+        "id": "airQualityCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "airQualityHeader",
+          "airQualityTable"
+        ]
+      },
+      {
+        "id": "airQualityHeader",
+        "component": "CardHeader",
+        "title": "3. Air Quality by District",
+        "subtitle": "US AQI • Updated 14:30"
+      },
+      {
+        "id": "airQualityTable",
+        "component": "Table",
+        "columns": [
+          "colDistrict",
+          "colAQI",
+          "colStatus"
+        ]
+      },
+      {
+        "id": "colDistrict",
+        "component": "Col",
+        "label": "District",
+        "data": [
+          "Downtown",
+          "Riverside",
+          "West End",
+          "Northgate",
+          "Industrial"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAQI",
+        "component": "Col",
+        "label": "AQI",
+        "data": [
+          68,
+          42,
+          55,
+          89,
+          112
+        ],
+        "type": "number"
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Level",
+        "data": [
+          "Moderate",
+          "Good",
+          "Moderate",
+          "Moderate",
+          "Unhealthy (Sensitive)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "incidentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "incidentsHeader",
+          "incidentsTable"
+        ]
+      },
+      {
+        "id": "incidentsHeader",
+        "component": "CardHeader",
+        "title": "6. Open Incidents — Location & Severity",
+        "subtitle": "4 active • Sorted by severity"
+      },
+      {
+        "id": "incidentsTable",
+        "component": "Table",
+        "columns": [
+          "colIncident",
+          "colLocation",
+          "colSeverity",
+          "colIncStatus"
+        ]
+      },
+      {
+        "id": "colIncident",
+        "component": "Col",
+        "label": "Incident",
+        "data": [
+          "Water Main Leak",
+          "Traffic Signal Failure",
+          "Road Collision",
+          "Power Outage"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colLocation",
+        "component": "Col",
+        "label": "Location",
+        "data": [
+          "5th & Main, Downtown",
+          "Riverside Dr & 2nd",
+          "Northgate Blvd MP 4.2",
+          "Industrial Zone Substation B"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colSeverity",
+        "component": "Col",
+        "label": "Severity",
+        "data": [
+          "High",
+          "Medium",
+          "High",
+          "Critical"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colIncStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Crew En Route",
+          "Investigating",
+          "EMS On Scene",
+          "Utility Dispatched"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "emergencyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "emergencyHeader",
+          "emergencyTable"
+        ]
+      },
+      {
+        "id": "emergencyHeader",
+        "component": "CardHeader",
+        "title": "7. Emergency Vehicles Deployed",
+        "subtitle": "Live GPS • 6 units active"
+      },
+      {
+        "id": "emergencyTable",
+        "component": "Table",
+        "columns": [
+          "colUnit",
+          "colType",
+          "colEmloc",
+          "colEmStatus"
+        ]
+      },
+      {
+        "id": "colUnit",
+        "component": "Col",
+        "label": "Unit",
+        "data": [
+          "EMS-03",
+          "FIRE-11",
+          "POL-07",
+          "EMS-05"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colType",
+        "component": "Col",
+        "label": "Type",
+        "data": [
+          "Ambulance",
+          "Engine",
+          "Patrol",
+          "Ambulance"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colEmloc",
+        "component": "Col",
+        "label": "Deployed To",
+        "data": [
+          "Northgate Blvd MP 4.2",
+          "Industrial Substation B",
+          "Downtown Loop",
+          "5th & Main"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colEmStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "On Scene",
+          "On Scene",
+          "Patrolling",
+          "En Route"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "eventsReportsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "eventsCard",
+          "reportsCard"
+        ]
+      },
+      {
+        "id": "eventsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "eventsHeader",
+          "eventsList"
+        ]
+      },
+      {
+        "id": "eventsHeader",
+        "component": "CardHeader",
+        "title": "9. Public Events This Weekend",
+        "subtitle": "Fri–Sun • Expected attendance"
+      },
+      {
+        "id": "eventsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event1",
+          "event2",
+          "event3",
+          "event4"
+        ]
+      },
+      {
+        "id": "event1",
+        "component": "ListItem",
+        "title": "Riverfront Food Festival",
+        "subtitle": "Riverside Park • Sat 11:00–21:00 • 12k expected • Road closures: River Dr"
+      },
+      {
+        "id": "event2",
+        "component": "ListItem",
+        "title": "Downtown Marathon",
+        "subtitle": "Sun 07:00–13:00 • 8k runners • Downtown Loop closed"
+      },
+      {
+        "id": "event3",
+        "component": "ListItem",
+        "title": "West End Art Market",
+        "subtitle": "Sat–Sun 10:00–18:00 • 3k expected • Parking: West End Garage"
+      },
+      {
+        "id": "event4",
+        "component": "ListItem",
+        "title": "Northgate High Graduation",
+        "subtitle": "Fri 17:00–20:00 • 2.5k • Traffic control at Northgate Blvd"
+      },
+      {
+        "id": "reportsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "reportsHeader",
+          "reportsList"
+        ]
+      },
+      {
+        "id": "reportsHeader",
+        "component": "CardHeader",
+        "title": "10. Citizen Reports — Live Feed",
+        "subtitle": "As they come in • Auto-refresh 30s"
+      },
+      {
+        "id": "reportsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "report1",
+          "report2",
+          "report3",
+          "report4"
+        ]
+      },
+      {
+        "id": "report1",
+        "component": "ListItem",
+        "title": "Pothole — 14:28 • West End Ave near 8th",
+        "subtitle": "Photo attached • Upvoted 7x • Assigned: Pending"
+      },
+      {
+        "id": "report2",
+        "component": "ListItem",
+        "title": "Overflowing bin — 14:15 • Downtown, Market St",
+        "subtitle": "Reported via app • Status: Crew dispatched"
+      },
+      {
+        "id": "report3",
+        "component": "ListItem",
+        "title": "Fallen branch — 13:52 • Riverside Trail",
+        "subtitle": "Blocking bike lane • Severity: Low"
+      },
+      {
+        "id": "report4",
+        "component": "ListItem",
+        "title": "Noise complaint — 13:40 • Industrial Zone",
+        "subtitle": "Construction after hours • Referred to compliance"
+      },
+      {
+        "id": "backlogCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "backlogHeader",
+          "backlogChart"
+        ]
+      },
+      {
+        "id": "backlogHeader",
+        "component": "CardHeader",
+        "title": "11. Service Request Backlog",
+        "subtitle": "107 open requests • Oldest: 11 days"
+      },
+      {
+        "id": "backlogChart",
+        "component": "BarChart",
+        "labels": [
+          "Potholes",
+          "Street Lights",
+          "Waste",
+          "Water Leak",
+          "Graffiti"
+        ],
+        "series": [
+          "backlogSeries"
+        ],
+        "variant": "grouped",
+        "yLabel": "Open Requests",
+        "xLabel": "Category"
+      },
+      {
+        "id": "backlogSeries",
+        "component": "Series",
+        "category": "Backlog",
+        "values": [
+          42,
+          18,
+          27,
+          11,
+          9
+        ]
+      },
+      {
+        "id": "roadworksCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "roadworksHeader",
+          "roadworksTable"
+        ]
+      },
+      {
+        "id": "roadworksHeader",
+        "component": "CardHeader",
+        "title": "16. Roadworks Planned This Month",
+        "subtitle": "June • Permit approved"
+      },
+      {
+        "id": "roadworksTable",
+        "component": "Table",
+        "columns": [
+          "colRoadProject",
+          "colRoadLocation",
+          "colRoadDates",
+          "colRoadImpact"
+        ]
+      },
+      {
+        "id": "colRoadProject",
+        "component": "Col",
+        "label": "Project",
+        "data": [
+          "Resurfacing Phase 2",
+          "Sewer Upgrade",
+          "Bridge Inspection",
+          "Bike Lane Extension"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colRoadLocation",
+        "component": "Col",
+        "label": "Location",
+        "data": [
+          "Downtown Loop (3rd–6th)",
+          "West End Ave",
+          "River Bridge",
+          "Northgate Blvd"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colRoadDates",
+        "component": "Col",
+        "label": "Dates",
+        "data": [
+          "Jun 10–14",
+          "Jun 18–25",
+          "Jun 20 (night)",
+          "Jun 24–30"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colRoadImpact",
+        "component": "Col",
+        "label": "Impact",
+        "data": [
+          "Lane closure",
+          "Detour",
+          "Single lane",
+          "Parking suspended"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "infraCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "infraHeader",
+          "infraTable"
+        ]
+      },
+      {
+        "id": "infraHeader",
+        "component": "CardHeader",
+        "title": "17. Infrastructure Jobs Due for Maintenance",
+        "subtitle": "Overdue & due within 14 days"
+      },
+      {
+        "id": "infraTable",
+        "component": "Table",
+        "columns": [
+          "colInfraAsset",
+          "colInfraDue",
+          "colInfraPriority",
+          "colInfraStatus"
+        ]
+      },
+      {
+        "id": "colInfraAsset",
+        "component": "Col",
+        "label": "Asset",
+        "data": [
+          "Pump Station #4",
+          "Traffic Controller T-12",
+          "Street Light Grid W-3",
+          "Storm Drain N-7"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colInfraDue",
+        "component": "Col",
+        "label": "Due",
+        "data": [
+          "Overdue 3d",
+          "Due Jun 19",
+          "Due Jun 22",
+          "Due Jun 17"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colInfraPriority",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "High",
+          "Medium",
+          "Low",
+          "High"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colInfraStatus",
+        "component": "Col",
+        "label": "Action",
+        "data": [
+          "Schedule now",
+          "Parts ordered",
+          "Inspection queued",
+          "Crew assigned"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "actionsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "dispatchCard",
+          "alertCard"
+        ]
+      },
+      {
+        "id": "dispatchCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "dispatchHeader",
+          "dispatchForm"
+        ]
+      },
+      {
+        "id": "dispatchHeader",
+        "component": "CardHeader",
+        "title": "14. Dispatch a Crew",
+        "subtitle": "Assign field team to location"
+      },
+      {
+        "id": "dispatchForm",
+        "component": "Form",
+        "name": "dispatchForm",
+        "buttons": "dispatchFormButtons",
+        "fields": [
+          "dispatchCrewTypeFC",
+          "dispatchLocationFC",
+          "dispatchDetailsFC"
+        ]
+      },
+      {
+        "id": "dispatchFormButtons",
+        "component": "Buttons",
+        "buttons": [
+          "dispatchBtn"
+        ]
+      },
+      {
+        "id": "dispatchBtn",
+        "component": "Button",
+        "label": "Dispatch Crew",
+        "variant": "primary"
+      },
+      {
+        "id": "dispatchCrewTypeFC",
+        "component": "FormControl",
+        "label": "Crew Type",
+        "input": "dispatchCrewTypeSelect"
+      },
+      {
+        "id": "dispatchCrewTypeSelect",
+        "component": "Select",
+        "name": "crewType",
+        "placeholder": "Select crew",
+        "items": [
+          "dispatchCrewItemRoads",
+          "dispatchCrewItemElectrical",
+          "dispatchCrewItemWater",
+          "dispatchCrewItemCleanup"
+        ]
+      },
+      {
+        "id": "dispatchCrewItemRoads",
+        "component": "SelectItem",
+        "value": "roads",
+        "label": "Roads & Traffic"
+      },
+      {
+        "id": "dispatchCrewItemElectrical",
+        "component": "SelectItem",
+        "value": "electrical",
+        "label": "Electrical / Signals"
+      },
+      {
+        "id": "dispatchCrewItemWater",
+        "component": "SelectItem",
+        "value": "water",
+        "label": "Water & Utilities"
+      },
+      {
+        "id": "dispatchCrewItemCleanup",
+        "component": "SelectItem",
+        "value": "cleanup",
+        "label": "Cleanup / Parks"
+      },
+      {
+        "id": "dispatchLocationFC",
+        "component": "FormControl",
+        "label": "Location / Incident",
+        "input": "dispatchLocationInput"
+      },
+      {
+        "id": "dispatchLocationInput",
+        "component": "Input",
+        "name": "dispatchLocation",
+        "placeholder": "e.g., 5th & Main or Incident #1042"
+      },
+      {
+        "id": "dispatchDetailsFC",
+        "component": "FormControl",
+        "label": "Details",
+        "input": "dispatchDetailsTextArea"
+      },
+      {
+        "id": "dispatchDetailsTextArea",
+        "component": "TextArea",
+        "name": "dispatchDetails",
+        "placeholder": "Instructions for crew...",
+        "rows": 3
+      },
+      {
+        "id": "alertCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "alertHeader",
+          "alertForm"
+        ]
+      },
+      {
+        "id": "alertHeader",
+        "component": "CardHeader",
+        "title": "15. Send Public Alert",
+        "subtitle": "Broadcast to citizens via app, SMS, and displays"
+      },
+      {
+        "id": "alertForm",
+        "component": "Form",
+        "name": "alertForm",
+        "buttons": "alertFormButtons",
+        "fields": [
+          "alertChannelFC",
+          "alertMessageFC"
+        ]
+      },
+      {
+        "id": "alertFormButtons",
+        "component": "Buttons",
+        "buttons": [
+          "alertBtn"
+        ]
+      },
+      {
+        "id": "alertBtn",
+        "component": "Button",
+        "label": "Send Alert",
+        "variant": "primary",
+        "type": "destructive"
+      },
+      {
+        "id": "alertChannelFC",
+        "component": "FormControl",
+        "label": "Channel / Audience",
+        "input": "alertChannelSelect"
+      },
+      {
+        "id": "alertChannelSelect",
+        "component": "Select",
+        "name": "alertChannel",
+        "placeholder": "Select audience",
+        "items": [
+          "alertChannelItemAll",
+          "alertChannelItemTraffic",
+          "alertChannelItemTransit",
+          "alertChannelItemWeather"
+        ]
+      },
+      {
+        "id": "alertChannelItemAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Citizens — Citywide"
+      },
+      {
+        "id": "alertChannelItemTraffic",
+        "component": "SelectItem",
+        "value": "traffic",
+        "label": "Drivers — Traffic & Roadworks"
+      },
+      {
+        "id": "alertChannelItemTransit",
+        "component": "SelectItem",
+        "value": "transit",
+        "label": "Transit Riders"
+      },
+      {
+        "id": "alertChannelItemWeather",
+        "component": "SelectItem",
+        "value": "weather",
+        "label": "Weather / Air Quality"
+      },
+      {
+        "id": "alertMessageFC",
+        "component": "FormControl",
+        "label": "Alert Message",
+        "hint": "Max 280 chars. Be clear and actionable.",
+        "input": "alertMessageTextArea"
+      },
+      {
+        "id": "alertMessageTextArea",
+        "component": "TextArea",
+        "name": "alertMessage",
+        "placeholder": "e.g., Due to water main repair, 5th & Main closed until 18:00. Use 6th Ave detour. Transit rerouted.",
+        "rows": 4
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+All 17 items are covered on one screen — use the district selector (13) at the top to filter context, dispatch crews (14) and send public alerts (15) via the bottom action forms.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..585639be7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r2.txt
@@ -0,0 +1,5 @@
+City Operations Center — live single-screen view with district focus, dispatch and alert controls.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"city-ops-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C75","agentDisplayName":"CityOps Central"},"sendDataModel":true}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"city-ops-center","components":[{"component":"Card","id":"root","children":["header","districtFocusCard","kpiRow","midRow1","midRow2","incidentsCard","emergencyCard","reportsAndEventsRow","roadworksCard","maintenanceCard","actionsRow"],"direction":"column","gap":"m"},{"component":"CardHeader","id":"header","title":"City Operations Center — Live Dashboard","subtitle":"Monday, 18 Aug 2026 • 14:32 • Auto-refresh 30s • All districts"},{"component":"Card","id":"districtFocusCard","children":["districtFocusHeader","districtSelectControl","districtHint"],"variant":"sunk","direction":"column","gap":"s"},{"component":"TextContent","id":"districtFocusHeader","text":"**13. Focus on one district** — Filter the entire screen by district","size":"small-heavy"},{"component":"FormControl","id":"districtSelectControl","label":"Select District View","input":"districtSelect","hint":"Filters congestion, air quality, incidents and jobs below"},{"component":"Select","id":"districtSelect","name":"district","items":["districtItem-all","districtItem-downtown","districtItem-north","districtItem-east","districtItem-west","districtItem-south","districtItem-harbor"],"placeholder":"All Districts (Citywide)","value":"all"},{"component":"SelectItem","id":"districtItem-all","value":"all","label":"All Districts — Citywide"},{"component":"SelectItem","id":"districtItem-downtown","value":"downtown","label":"Downtown"},{"component":"SelectItem","id":"districtItem-north","value":"north","label":"North District"},{"component":"SelectItem","id":"districtItem-east","value":"east","label":"East District"},{"component":"SelectItem","id":"districtItem-west","value":"west","label":"West District"},{"component":"SelectItem","id":"districtItem-south","value":"south","label":"South District"},{"component":"SelectItem","id":"districtItem-harbor","value":"harbor","label":"Harbor District"},{"component":"TextContent","id":"districtHint","text":"Currently viewing: **All Districts** — 6 active incidents • AQI 68 avg • 42% parking available downtown","size":"small"},{"component":"Card","id":"kpiRow","children":["congestionCard","punctualityCard","waterCard","weatherCard"],"direction":"row","gap":"m","wrap":true},{"component":"Card","id":"congestionCard","children":["congestionHeading","congestionProgress","congestionText","congestionTag"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"congestionHeading","text":"1. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..14750e098
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r3.txt
@@ -0,0 +1,5 @@
+City Operations Center — live single-screen view covering congestion, transit, environment, utilities, incidents, and citizen services.
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..547699dd9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-city__r4.txt
@@ -0,0 +1,6 @@
+Live City Operations Center is now online — all 17 requested operational views on one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"city-ops-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F4C81","agentDisplayName":"City Operations Center"},"sendDataModel":true}}</a2ui-json>
+
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Infrastructure Jobs Due for Maintenance","subtitle":"Due within 14 days • Priority sorted"},{"component":"Table","id":"maintenanceTable","columns":["colMaintAsset","colMaintJob","colMaintDue","colMaintPriority"]},{"component":"Col","id":"colMaintAsset","label":"Asset","data":["Pump Station PS-4","Traffic Signal T-112","Bridge Expansion Joint HB-02","Streetlight Circuit W-08"],"type":"string"},{"component":"Col","id":"colMaintJob","label":"Job","data":["Impeller inspection","Controller replacement","Seal replacement","LED retrofit"],"type":"string"},{"component":"Col","id":"colMaintDue","label":"Due","data":["Aug 20","Aug 22","Aug 28","Aug 30"],"type":"string"},{"component":"Col","id":"colMaintPriority","label":"Priority","data":["High","High","Medium","Low"],"type":"string"},{"component":"Callout","id":"maintCallout","variant":"info","title":"2 jobs overdue for scheduling","description":"PS-4 and T-112 need crew assignment — use Dispatch a Crew above to assign."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..793a8db54
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,5 @@
+Emergency Coordination Center is now live — unified view for incidents, resources, shelters, routes, and field operations.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"emergency-coordination-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#DC2626","agentDisplayName":"ERCC Command"},"sendDataModel":true}}</a2ui-json>
+
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File a Situation Report (SITREP)","subtitle":"For field teams and zone coordinators"},{"id":"formSitRep","component":"Form","name":"sitrep","fields":["fcSitRepZone","fcSitRepType","fcSitRepDetails"],"buttons":"buttonsSitRep"},{"id":"buttonsSitRep","component":"Buttons","buttons":["btnSubmitSitRep"]},{"id":"btnSubmitSitRep","component":"Button","label":"Submit SITREP","variant":"primary"},{"id":"fcSitRepZone","component":"FormControl","label":"Zone","input":"selectSitRepZone"},{"id":"selectSitRepZone","component":"Select","name":"sitrepZone","placeholder":"Select zone","items":["itemSitZoneNorth","itemSitZoneSouth","itemSitZoneEast","itemSitZoneWest","itemSitZoneCentral"]},{"id":"itemSitZoneNorth","component":"SelectItem","value":"north","label":"Zone North"},{"id":"itemSitZoneSouth","component":"SelectItem","value":"south","label":"Zone South"},{"id":"itemSitZoneEast","component":"SelectItem","value":"east","label":"Zone East"},{"id":"itemSitZoneWest","component":"SelectItem","value":"west","label":"Zone West"},{"id":"itemSitZoneCentral","component":"SelectItem","value":"central","label":"Zone Central"},{"id":"fcSitRepType","component":"FormControl","label":"Report Type","input":"selectSitRepType"},{"id":"selectSitRepType","component":"Select","name":"sitrepType","placeholder":"Select type","items":["itemSitTypeFire","itemSitTypeFlood","itemSitTypeMedical","itemSitTypeInfra","itemSitTypeOther"]},{"id":"itemSitTypeFire","component":"SelectItem","value":"fire","label":"Fire / Hazmat"},{"id":"itemSitTypeFlood","component":"SelectItem","value":"flood","label":"Flood / Weather"},{"id":"itemSitTypeMedical","component":"SelectItem","value":"medical","label":"Medical / Casualty"},{"id":"itemSitTypeInfra","component":"SelectItem","value":"infra","label":"Infrastructure / Roads"},{"id":"itemSitTypeOther","component":"SelectItem","value":"other","label":"Other"},{"id":"fcSitRepDetails","component":"FormControl","label":"Details & Observations","hint":"Include location, severity, actions taken","input":"inputSitRepDetails"},{"id":"inputSitRepDetails","component":"TextArea","name":"sitrepDetails","placeholder":"Describe situation, casualties, needs, and actions taken...","rows":4}]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..c9d7f901a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,5 @@
+Emergency Operations Dashboard — all 18 required elements consolidated into a single coordination screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"emergency-ops-v1","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"emergency-ops-v1","components":[{"component":"Card","id":"root","children":["header","zoneFocusCard","summaryRow","incidentsCard","resourcesCard","sheltersRoutesRow","weatherCard","volunteersDonationsRow","aidRequestsCard","commsRoadsRow","hospitalsCard","tasksCard","actionsRow"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"Emergency Response Coordination Center","subtitle":"OPERATIONS DASHBOARD • Live • 18 Aug 2026 14:30 UTC • Incident Commander: Chief M. Alvarez"},{"component":"Card","id":"zoneFocusCard","children":["zoneFocusTitle","zoneFocusRow"],"variant":"card","direction":"column","gap":"s"},{"component":"TextContent","id":"zoneFocusTitle","text":"**17. Focus on One Zone** — Filter the entire dashboard by zone","size":"small-heavy"},{"component":"Card","id":"zoneFocusRow","children":["fcZoneSelect","zoneFocusBtns"],"variant":"clear","direction":"row","gap":"m","align":"end"},{"component":"FormControl","id":"fcZoneSelect","label":"Select Zone to Focus","input":"zoneSelect"},{"component":"Select","id":"zoneSelect","name":"zoneSelect","items":["selAll","selNorth","selSouth","selEast","selWest","selCentral"],"placeholder":"All Zones (Overview)","value":"All Zones"},{"component":"SelectItem","id":"selAll","component":"SelectItem","value":"All Zones","label":"All Zones — Overview"},{"component":"SelectItem","id":"selNorth","component":"SelectItem","value":"North","label":"North Zone"},{"component":"SelectItem","id":"selSouth","component":"SelectItem","value":"South","label":"South Zone"},{"component":"SelectItem","id":"selEast","component":"SelectItem","value":"East","label":"East Zone"},{"component":"SelectItem","id":"selWest","component":"SelectItem","value":"West","label":"West Zone"},{"component":"SelectItem","id":"selCentral","component":"SelectItem","value":"Central","label":"Central Zone"},{"component":"Buttons","id":"zoneFocusBtns","buttons":["zoneFocusBtn"],"direction":"row"},{"component":"Button","id":"zoneFocusBtn","component":"Button","label":"Apply Zone Focus","variant":"primary"},{"component":"Card","id":"summaryRow","children":["severityCard","rescueCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"severityCard","children":["severityHeading","severityChart","severitySummaryText"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"severityHeading","text":"2. Overall Severity Summary","level":"h3"},{"component":"SingleStackedBarChart","id":"severityChart","labels":["Critical","High","Medium","Low"],"values":[3,5,7,2]},{"component":"TextContent","id":"severitySummaryText","text":"17 active incidents • **Critical: 3** | High: 5 | Medium: 7 | Low: 2 • Overall threat level: **HIGH** — North & East zones drive critical count.","size":"small"},{"component":"Card","id":"rescueCard","children":["rescueHeading","rescueStats","rescuedProgress","casualtiesProgress"],"variant":"card","direction":"column","gap":"s"},{"component":"Heading","id":"rescueHeading","text":"7. People Rescued & Casualties","level":"h3"},{"component":"TextContent","id":"rescueStats","text":"**Rescued: 342**  •  **Casualties: 27** (8 critical, 19 stable) • Evacuated: 1,284","size":"default"},{"component":"Progress","id":"rescuedProgress","value":68,"label":"Rescue progress 68% of target (500)"},{"component":"Progress","id":"casualtiesProgress","value":12,"label":"Casualties vs rescued 7.9%"},{"component":"Card","id":"incidentsCard","children":["incidentsHeader","incidentsTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"incidentsHeader","title":"1. Active Incidents by Zone with Severity","subtitle":"17 incidents • Updated 2 min ago"},{"component":"Table","id":"incidentsTable","columns":["colZone","colIncident","colSeverity","colStatus"]},{"component":"Col","id":"colZone","component":"Col","label":"Zone","data":["North","North","South","South","East","East","Central","West"],"type":"string"},{"component":"Col","id":"colIncident","component":"Col","label":"Incident","data":["Flash Flood - River Rd","Landslide - Hwy 101","Structure Fire - Depot","Power Outage - Grid S2","Chemical Spill - Port","Building Collapse - Wharf","Wildfire - Pine Ridge","Flooding - Canal St"],"type":"string"},{"component":"Col","id":"colSeverity","component":"Col","label":"Severity","data":["Critical","High","High","Medium","Critical","Critical","Medium","Low"],"type":"string"},{"component":"Col","id":"colStatus","component":"Col","label":"Status","data":["Ongoing","Contained","Ongoing","Responding","Ongoing","Rescue Ops","Monitoring","Contained"],"type":"string"},{"component":"Card","id":"resourcesCard","children":["resourcesHeader","resourcesGrid"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"resourcesHeader","title":"3. Vehicles, Personnel & Supplies Available","subtitle":"Ready to deploy"},{"component":"Card","id":"resourcesGrid","children":["vehicleStat","personnelStat","suppliesStat"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"vehicleStat","children":["vehicleText"],"variant":"sunk","direction":"column","gap":"none"},{"component":"TextContent","id":"vehicleText","text":"🚒 **Vehicles**\n**24 / 32** available\n• 8 Ambulances\n• 6 Fire Trucks\n• 7 Rescue Boats\n• 3 Helicopters","size":"small"},{"component":"Card","id":"personnelStat","children":["personnelText"],"variant":"sunk","direction":"column","gap":"none"},{"component":"TextContent","id":"personnelText","text":"👷 **Personnel**\n**186 / 240** available\n• 42 Firefighters\n• 38 Medics\n• 64 Police\n• 42 Engineers","size":"small"},{"component":"Card","id":"suppliesStat","children":["suppliesText"],"variant":"sunk","direction":"column","gap":"none"},{"component":"TextContent","id":"suppliesText","text":"📦 **Supplies**\n• Water: 4,200 L\n• MREs: 1,850\n• Med Kits: 320\n• Fuel: 78%","size":"small"},{"component":"Card","id":"sheltersRoutesRow","children":["sheltersCard","routesCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"sheltersCard","children":["sheltersHeader","sheltersTable","shelterProgress"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"sheltersHeader","title":"4. Shelters — Capacity & Occupancy","subtitle":"5 shelters • 1,840 total capacity"},{"component":"Table","id":"sheltersTable","columns":["colShelter","colCapacity","colOccupied","colAvailable"]},{"component":"Col","id":"colShelter","component":"Col","label":"Shelter","data":["North High School","Central Arena","East Community Ctr","South Church","West Expo Hall"],"type":"string"},{"component":"Col","id":"colCapacity","component":"Col","label":"Capacity","data":[500,600,300,240,200],"type":"number"},{"component":"Col","id":"colOccupied","component":"Col","label":"Occupied","data":[412,489,198,156,89],"type":"number"},{"component":"Col","id":"colAvailable","component":"Col","label":"Available","data":[88,111,102,84,111],"type":"number"},{"component":"Progress","id":"shelterProgress","value":73,"label":"Overall occupancy 1,344 / 1,840 (73%)"},{"component":"Card","id":"routesCard","children":["routesHeader","routesTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"routesHeader","title":"5. Evacuation Route Status","subtitle":"Primary corridors"},{"component":"Table","id":"routesTable","columns":["colRoute","colRouteStatus","colETA"]},{"component":"Col","id":"colRoute","component":"Col","label":"Route","data":["R-1 North Expressway","R-2 Coastal Hwy","R-3 Central Corridor","R-4 South Bypass","R-5 East Port Rd"],"type":"string"},{"component":"Col","id":"colRouteStatus","component":"Col","label":"Status","data":["Open","Congested","Open","Closed","Restricted"],"type":"string"},{"component":"Col","id":"colETA","component":"Col","label":"Est. Time","data":["18 min","45 min","22 min","—","35 min"],"type":"string"},{"component":"Card","id":"weatherCard","children":["weatherHeader","weatherChart","weatherAlert"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"weatherHeader","title":"6. Weather Forecast — Next 48 Hours","subtitle":"North Zone • Source: NWS • Heavy rain risk"},{"component":"LineChart","id":"weatherChart","labels":["Now"," +6h"," +12h"," +18h"," +24h"," +30h"," +36h"," +42h"," +48h"],"series":["seriesTemp","seriesWind"],"variant":"natural","xLabel":"Time","yLabel":"Temp °C / Wind km/h"},{"component":"Series","id":"seriesTemp","component":"Series","category":"Temp °C","values":[28,27,26,24,23,22,24,26,27]},{"component":"Series","id":"seriesWind","component":"Series","category":"Wind km/h","values":[15,22,35,42,38,30,25,18,14]},{"component":"Alert","id":"weatherAlert","title":"Flash Flood Watch until +24h","description":"80% chance of 50-80mm rain. Wind gusts 42 km/h at +18h. Evacuation routes R-2 and R-5 at risk.","variant":"warning"},{"component":"Card","id":"volunteersDonationsRow","children":["volunteersCard","donationsCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"volunteersCard","children":["volunteersHeader","volunteersTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"volunteersHeader","title":"8. Volunteers on Duty with Assignment","subtitle":"24 volunteers active"},{"component":"Table","id":"volunteersTable","columns":["colVolName","colVolAssignment","colVolShift"]},{"component":"Col","id":"colVolName","component":"Col","label":"Volunteer","data":["A. Rivera","J. Chen","S. Patel","M. Okafor","L. Gomez","K. Smith"],"type":"string"},{"component":"Col","id":"colVolAssignment","component":"Col","label":"Assignment","data":["Shelter Ops - North HS","Medical Triage - Central","Logistics - East Port","Evac Support - South","Comms - HQ","Rescue Boat 2"],"type":"string"},{"component":"Col","id":"colVolShift","component":"Col","label":"Shift","data":["06:00-18:00","06:00-18:00","12:00-00:00","06:00-18:00","18:00-06:00","12:00-00:00"],"type":"string"},{"component":"Card","id":"donationsCard","children":["donationsHeader","donationsTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"donationsHeader","title":"9. Donations Received","subtitle":"Last 24h"},{"component":"Table","id":"donationsTable","columns":["colDonType","colDonQty","colDonSource"]},{"component":"Col","id":"colDonType","component":"Col","label":"Type","data":["Water (bottles)","Food Packs","Blankets","Cash","Medical Supplies"],"type":"string"},{"component":"Col","id":"colDonQty","component":"Col","label":"Quantity","data":[3200,1200,450,"$18,400",85],"type":"string"},{"component":"Col","id":"colDonSource","component":"Col","label":"Source","data":["Red Cross","Local Businesses","Community Drive","Public Donations","City Hospital"],"type":"string"},{"component":"Card","id":"aidRequestsCard","children":["aidHeader","aidTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"aidHeader","title":"10. Aid Requests Awaiting Action","subtitle":"6 pending • 2 critical"},{"component":"Table","id":"aidTable","columns":["colAidId","colAidType","colAidZone","colAidPriority"]},{"component":"Col","id":"colAidId","component":"Col","label":"ID","data":["AR-1021","AR-1022","AR-1023","AR-1024","AR-1025","AR-1026"],"type":"string"},{"component":"Col","id":"colAidType","component":"Col","label":"Request","data":["Insulin & Dialysis","Baby Formula","Water Purification","Generators x2","Evac for 12 elderly","Sandbags 500x"],"type":"string"},{"component":"Col","id":"colAidZone","component":"Col","label":"Zone","data":["North","Central","East","South","West","North"],"type":"string"},{"component":"Col","id":"colAidPriority","component":"Col","label":"Priority","data":["Critical","High","High","Medium","Critical","Medium"],"type":"string"},{"component":"Card","id":"commsRoadsRow","children":["commsCard","roadsCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"commsCard","children":["commsHeader","commsList"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"commsHeader","title":"11. Communication Channels","subtitle":"Uptime status"},{"component":"ListBlock","id":"commsList","items":["commsRadio","commsSat","commsCell","commsInternet","commsVHF"],"variant":"number"},{"component":"ListItem","id":"commsRadio","component":"ListItem","title":"VHF Radio — UP","subtitle":"Primary command net • 100% uptime"},{"component":"ListItem","id":"commsSat","component":"ListItem","title":"Satellite Phone — UP","subtitle":"Backup • 2/3 terminals online"},{"component":"ListItem","id":"commsCell","component":"ListItem","title":"Cellular Network — DEGRADED","subtitle":"South tower down • 60% coverage"},{"component":"ListItem","id":"commsInternet","component":"ListItem","title":"Internet / LTE — UP","subtitle":"HQ fiber stable"},{"component":"ListItem","id":"commsVHF","component":"ListItem","title":"Public Alert Siren — UP","subtitle":"All zones tested 13:00"},{"component":"Card","id":"roadsCard","children":["roadsHeader","roadsTagBlock","roadsList"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"roadsHeader","title":"12. Roads Closed","subtitle":"Avoid these segments"},{"component":"TagBlock","id":"roadsTagBlock","tags":["Hwy 101 KM 42-48","River Rd Bridge","Canal St Underpass","Port Access Rd","Pine Ridge Rd"]},{"component":"ListBlock","id":"roadsList","items":["roadItem1","roadItem2","roadItem3"],"variant":"number"},{"component":"ListItem","id":"roadItem1","component":"ListItem","title":"Hwy 101 KM 42-48 — Landslide","subtitle":"Detour via Old Mill Rd"},{"component":"ListItem","id":"roadItem2","component":"ListItem","title":"River Rd Bridge — Flooded","subtitle":"Closed until water recedes"},{"component":"ListItem","id":"roadItem3","component":"ListItem","title":"Canal St Underpass — Submerged","subtitle":"Use R-1 North Expressway"},{"component":"Card","id":"hospitalsCard","children":["hospitalsHeader","hospitalsTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"hospitalsCardHeader","title":"13. Nearby Hospitals — Free Beds","subtitle":"Within 25km radius"},{"component":"Table","id":"hospitalsTable","columns":["colHospName","colHospDist","colHospFree","colHospTotal"]},{"component":"Col","id":"colHospName","component":"Col","label":"Hospital","data":["Central General","North Memorial","St. Mary East","South County"],"type":"string"},{"component":"Col","id":"colHospDist","component":"Col","label":"Distance","data":["2.1 km","5.4 km","8.7 km","12.3 km"],"type":"string"},{"component":"Col","id":"colHospFree","component":"Col","label":"Free Beds","data":[12,4,18,7],"type":"number"},{"component":"Col","id":"colHospTotal","component":"Col","label":"Total Beds","data":[120,80,95,60],"type":"number"},{"component":"Card","id":"tasksCard","children":["tasksHeader","tasksTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"tasksHeader","title":"14. Open Tasks with Assignee","subtitle":"Active operations"},{"component":"Table","id":"tasksTable","columns":["colTaskName","colTaskAssignee","colTaskPriority","colTaskDue"]},{"component":"Col","id":"colTaskName","component":"Col","label":"Task","data":["Deploy sandbags North HS","Clear debris Hwy 101","Set up triage at Arena","Restore power Grid S2","Evacuation sweep West"],"type":"string"},{"component":"Col","id":"colTaskAssignee","component":"Col","label":"Assignee","data":["Team Bravo - J. Miller","Engineer Unit 3","Medic Team A - Dr. Lee","Utility Crew 1","Police Unit 7"],"type":"string"},{"component":"Col","id":"colTaskPriority","component":"Col","label":"Priority","data":["High","Critical","High","Medium","High"],"type":"string"},{"component":"Col","id":"colTaskDue","component":"Col","label":"Due","data":["16:00 Today","18:00 Today","15:30 Today","20:00 Today","17:00 Today"],"type":"string"},{"component":"Card","id":"actionsRow","children":["requestFormCard","broadcastFormCard","sitrepFormCard"],"variant":"clear","direction":"row","gap":"m"},{"component":"Card","id":"requestFormCard","children":["requestForm"],"variant":"card","direction":"column","gap":"s"},{"component":"Form","id":"requestForm","component":"Form","name":"requestResources","buttons":"requestFormBtns","fields":["fcResourceType","fcQuantity"]},{"component":"Buttons","id":"requestFormBtns","buttons":["requestFormBtn"],"direction":"row"},{"component":"Button","id":"requestFormBtn","component":"Button","label":"15. Request Resources","variant":"primary"},{"component":"FormControl","id":"fcResourceType","label":"Resource Type","input":"selectResourceType"},{"component":"Select","id":"selectResourceType","name":"resourceType","items":["selItemWater","selItemFood","selItemMedical","selItemFuel","selItemShelter"],"placeholder":"Choose type"},{"component":"SelectItem","id":"selItemWater","component":"SelectItem","value":"Water","label":"Water"},{"component":"SelectItem","id":"selItemFood","component":"SelectItem","value":"Food","label":"Food / MREs"},{"component":"SelectItem","id":"selItemMedical","component":"SelectItem","value":"Medical","label":"Medical Kits"},{"component":"SelectItem","id":"selItemFuel","component":"SelectItem","value":"Fuel","label":"Fuel"},{"component":"SelectItem","id":"selItemShelter","component":"SelectItem","value":"Shelter","label":"Shelter Materials"},{"component":"FormControl","id":"fcQuantity","label":"Quantity","input":"inputQuantity","hint":"Enter number + unit, e.g., 500 L"},{"component":"Input","id":"inputQuantity","component":"Input","name":"quantity","placeholder":"e.g., 200","type":"text"},{"component":"Card","id":"broadcastFormCard","children":["broadcastForm"],"variant":"card","direction":"column","gap":"s"},{"component":"Form","id":"broadcastForm","component":"Form","name":"broadcastUpdate","buttons":"broadcastBtns","fields":["fcBroadcastMsg","fcBroadcastChannel"]},{"component":"Buttons","id":"broadcastBtns","buttons":["broadcastBtn"],"direction":"row"},{"component":"Button","id":"broadcastBtn","component":"Button","label":"16. Broadcast Update","variant":"primary"},{"component":"FormControl","id":"fcBroadcastMsg","label":"Message to Broadcast","input":"inputBroadcastMsg","hint":"Will be sent to selected channels"},{"component":"TextArea","id":"inputBroadcastMsg","component":"TextArea","name":"broadcastMessage","placeholder":"Type urgent update for public & field teams...","rows":3},{"component":"FormControl","id":"fcBroadcastChannel","label":"Channel","input":"selectBroadcastChannel"},{"component":"Select","id":"selectBroadcastChannel","name":"broadcastChannel","items":["selChanAll","selChanRadio","selChanSMS"],"placeholder":"All Channels"},{"component":"SelectItem","id":"selChanAll","component":"SelectItem","value":"All","label":"All Channels"},{"component":"SelectItem","id":"selChanRadio","component":"SelectItem","value":"Radio","label":"Radio + Siren"},{"component":"SelectItem","id":"selChanSMS","component":"SelectItem","value":"SMS","label":"SMS / Cell Broadcast"},{"component":"Card","id":"sitrepFormCard","children":["sitrepForm"],"variant":"card","direction":"column","gap":"s"},{"component":"Form","id":"sitrepForm","component":"Form","name":"situationReport","buttons":"sitrepBtns","fields":["fcSitrepZone","fcSitrepDetails","fcSitrepNeeds"]},{"component":"Buttons","id":"sitrepBtns","buttons":["sitrepBtn"],"direction":"row"},{"component":"Button","id":"sitrepBtn","component":"Button","label":"18. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..563d45daf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,5 @@
+Emergency Coordination Center is live — unified view of incidents, resources, shelters, routes, weather and comms with action controls.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"emergency-coordination-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#DC2626","agentDisplayName":"Emergency Coordination Center"},"sendDataModel":false}}</a2ui-json>
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..af944a050
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,6 @@
+Emergency Response Coordination Center — single-screen live overview with zone filtering and action forms.
+
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+
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diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..3eb0cdecc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r2.txt
@@ -0,0 +1,5 @@
+CEO Quarterly Command View — single-screen pack covering all 18 items. Use the top controls to switch quarter / region and export.
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..df1b0255d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r3.txt
@@ -0,0 +1,5 @@
+CEO Quarterly Command View — single-screen control center covering all 16 items:
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..a2e5a8fd8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-exec__r4.txt
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..40135bfb7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r1.txt
@@ -0,0 +1,5 @@
+Trading desk morning workspace — all 17 items on one screen with live controls.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"trading-desk-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Trading Desk"},"sendDataModel":true}}</a2ui-json>
+
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14.20","subtitle":"-0.8% • Volatility"},{"component":"ListItem","id":"watchBTC","title":"BTC-USD — $42,850","subtitle":"+2.1% • Crypto"},{"component":"Card","id":"ordersCard","children":["ordersHeader","workingOrdersTable"],"gap":"s"},{"component":"TextContent","id":"ordersHeader","text":"**Working Orders**","size":"default"},{"component":"Table","id":"workingOrdersTable","columns":["colOrdTicker","colOrdSide","colOrdQty","colOrdPrice","colOrdStatus"]},{"component":"Col","id":"colOrdTicker","label":"Ticker","data":["NVDA","AAPL","TSLA","JPM"],"type":"string"},{"component":"Col","id":"colOrdSide","label":"Side","data":["Sell","Buy","Cover","Buy"],"type":"string"},{"component":"Col","id":"colOrdQty","label":"Qty","data":[300,500,200,400],"type":"number"},{"component":"Col","id":"colOrdPrice","label":"Price","data":["$485 LMT","$188 STOP","$230 LMT","$152 LMT"],"type":"string"},{"component":"Col","id":"colOrdStatus","label":"Status","data":["Working","Working","Working","Queued"],"type":"string"},{"component":"Card","id":"headlinesCard","children":["headlinesHeader","headlinesTable"],"gap":"s"},{"component":"TextContent","id":"headlinesHeader","text":"**Market Headlines with Sentiment**","size":"default"},{"component":"Table","id":"headlinesTable","columns":["colHeadTime","colHeadline","colSentiment"]},{"component":"Col","id":"colHeadTime","label":"Time","data":["07:12","06:45","06:30","05:55","Yesterday"],"type":"string"},{"component":"Col","id":"colHeadline","label":"Headline","data":["Fed minutes signal higher for longer","NVDA beats on data center revenue","Oil dips on China demand concerns","JPM raises S&P target to 4800","CPI comes in-line at 3.2%"],"type":"string"},{"component":"Col","id":"colSentiment","label":"Sentiment","data":["Neutral","Bullish","Bearish","Bullish","Neutral"],"type":"string"},{"component":"Card","id":"econCard","children":["econHeader","econTable"],"gap":"s"},{"component":"TextContent","id":"econHeader","text":"**Economic Releases This Week**","size":"default"},{"component":"Table","id":"econTable","columns":["colEconDate","colEconEvent","colEconForecast","colEconPrev"]},{"component":"Col","id":"colEconDate","label":"Date","data":["Tue Aug 19","Wed Aug 20","Thu Aug 21","Fri Aug 22","Fri Aug 22"],"type":"string"},{"component":"Col","id":"colEconEvent","label":"Release","data":["Retail Sales m/m","FOMC Minutes","Initial Claims","Jackson Hole Powell Speech","Michigan Sentiment"],"type":"string"},{"component":"Col","id":"colEconForecast","label":"Forecast","data":["0.4%","—","235k","—","71.2"],"type":"string"},{"component":"Col","id":"colEconPrev","label":"Previous","data":["0.2%","—","239k","—","71.6"],"type":"string"},{"component":"Card","id":"actionsRow","children":["orderFormCard","rebalanceCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"orderFormCard","children":["orderFormHeader","orderForm"],"gap":"s"},{"component":"TextContent","id":"orderFormHeader","text":"**Place an Order**","size":"default"},{"component":"Form","id":"orderForm","name":"placeOrder","buttons":"orderFormButtons","fields":["fcTicker","fcSide","fcQty"]},{"component":"FormControl","id":"fcTicker","label":"Ticker","input":"inputTicker","hint":"e.g. AAPL, NVDA"},{"component":"Input","id":"inputTicker","name":"ticker","placeholder":"AAPL","type":"text"},{"component":"FormControl","id":"fcSide","label":"Side","input":"selectSide"},{"component":"Select","id":"selectSide","name":"side","items":["sideBuy","sideSell"],"placeholder":"Select side"},{"component":"SelectItem","id":"sideBuy","value":"buy","label":"Buy"},{"component":"SelectItem","id":"sideSell","value":"sell","label":"Sell"},{"component":"FormControl","id":"fcQty","label":"Quantity","input":"inputQty","hint":"Shares"},{"component":"Input","id":"inputQty","name":"quantity","placeholder":"100","type":"number"},{"component":"Buttons","id":"orderFormButtons","buttons":["btnPlaceOrder"],"direction":"row"},{"component":"Button","id":"btnPlaceOrder","label":"Place Order","variant":"primary"},{"component":"Card","id":"rebalanceCard","children":["rebalanceHeader","rebalanceText","rebalanceBtn","rebalanceHint"],"gap":"s","variant":"sunk"},{"component":"TextContent","id":"rebalanceHeader","text":"**Rebalance Portfolio**","size":"default"},{"component":"TextContent","id":"rebalanceText","text":"Target: 60/40 risk parity. Current drift: Tech +4.2% overweight. One-click to align to model.","size":"small"},{"component":"Button","id":"rebalanceBtn","label":"Rebalance Now","variant":"secondary"},{"component":"TextContent","id":"rebalanceHint","text":"Est. turnover $312k • 12 trades • Preview before execution","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..46de3e9df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r2.txt
@@ -0,0 +1,4 @@
+Trading desk morning workspace — all 17 items on one screen with live KPIs, positions, risk and order entry.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"trading-desk-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Trading Desk OS"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk-morning","components":[{"component":"Card","id":"root","children":["header","timeframeCard","kpiRow","rowPositionsOrders","rowExposureGainersWatch","rowHeadlinesEcon","rowStrategyDrawdown","riskCard","actionRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Trading Desk — Morning Workspace","subtitle":"Tue 18 Aug 2026 • 07:42 ET • Pre-market • S&P Futures +0.38%"},{"component":"Card","id":"timeframeCard","children":["timeframeLabel","timeframeButtons"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},{"component":"TextContent","id":"timeframeLabel","text":"**17. Timeframe** — applies to P&L, VaR, Drawdown & Strategy returns","size":"small-heavy"},{"component":"Buttons","id":"timeframeButtons","buttons":["btn1D","btn1W","btn1M","btn3M","btnYTD","btn1Y"],"direction":"row"},{"component":"Button","id":"btn1D","label":"1D","variant":"primary"},{"component":"Button","id":"btn1W","label":"1W","variant":"secondary"},{"component":"Button","id":"btn1M","label":"1M","variant":"secondary"},{"component":"Button","id":"btn3M","label":"3M","variant":"secondary"},{"component":"Button","id":"btnYTD","label":"YTD","variant":"secondary"},{"component":"Button","id":"btn1Y","label":"1Y","variant":"secondary"},{"component":"Card","id":"kpiRow","children":["portfolioCard","pnlCard","marginCard","varCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"portfolioCard","children":["portfolioHeader","portfolioValue","portfolioSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"portfolioHeader","title":"1. Portfolio Value","subtitle":"AUM • vs prior close"},{"component":"TextContent","id":"portfolioValue","text":"$12.84M","size":"large-heavy"},{"component":"TextContent","id":"portfolioSub","text":"+ $48,200 (+0.38%) today • +8.4% YTD • High: $13.02M","size":"small"},{"component":"Card","id":"pnlCard","children":["pnlHeader","pnlValue","pnlSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"pnlHeader","title":"2. P&L Today","subtitle":"Realized + Unrealized"},{"component":"TextContent","id":"pnlValue","text":"+ $42,850","size":"large-heavy"},{"component":"TextContent","id":"pnlSub","text":"+0.33% • Realized: +$11,420 • Unrealized: +$31,430 • Yesterday: +$18,900","size":"small"},{"component":"Card","id":"marginCard","children":["marginHeader","marginProgress","marginText"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"marginHeader","title":"9. Margin In Use","subtitle":"$3.10M / $5.00M available"},{"component":"Progress","id":"marginProgress","value":62,"label":"62% utilized"},{"component":"TextContent","id":"marginText","text":"Excess: $1.90M • Maintenance: $2.45M • Call level: 85%","size":"small"},{"component":"Card","id":"varCard","children":["varHeader","varValue","varSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"CardHeader","id":"varHeader","title":"5. Value at Risk","subtitle":"1-Day 95% • Parametric"},{"component":"TextContent","id":"varValue","text":"$185,000","size":"large-heavy"},{"component":"TextContent","id":"varSub","text":"0.14% of NAV • 99% VaR: $262k • Expected Shortfall: $298k","size":"small"},{"component":"Card","id":"rowPositionsOrders","children":["positionsCard","ordersCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"positionsCard","children":["positionsHeader","positionsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"positionsHeader","title":"3. 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Working Orders","subtitle":"4 open • 2 pending fill"},{"component":"Table","id":"ordersTable","columns":["colOrderTicker","colOrderSide","colOrderQty","colOrderLimit","colOrderStatus"]},{"component":"Col","id":"colOrderTicker","label":"Ticker","data":["NVDA","AAPL","SPY","JPM"],"type":"string"},{"component":"Col","id":"colOrderSide","label":"Side","data":["BUY","SELL","BUY","SELL"],"type":"string"},{"component":"Col","id":"colOrderQty","label":"Qty","data":[500,300,1000,200],"type":"number"},{"component":"Col","id":"colOrderLimit","label":"Limit","data":[118.5,189,542.5,202],"type":"number"},{"component":"Col","id":"colOrderStatus","label":"Status","data":["Working","Working","Working","Queued"],"type":"string"},{"component":"Card","id":"rowExposureGainersWatch","children":["exposureCard","gainersCard","watchlistCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"exposureCard","children":["exposureHeader","exposurePie"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"exposureHeader","title":"4. Exposure by Sector","subtitle":"% of NAV"},{"component":"PieChart","id":"exposurePie","labels":["Technology","Financials","Healthcare","Energy","Consumer","Cash"],"values":[38,22,15,10,8,7],"variant":"donut"},{"component":"Card","id":"gainersCard","children":["gainersHeader","gainersTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"gainersHeader","title":"6. Biggest Gainers & Losers Today","subtitle":"Intraday move"},{"component":"Table","id":"gainersTable","columns":["colGainerTicker","colGainerChange","colGainerPrice","colGainerType"]},{"component":"Col","id":"colGainerTicker","label":"Ticker","data":["NVDA","AAPL","META","TSLA","XOM"],"type":"string"},{"component":"Col","id":"colGainerChange","label":"Change %","data":[4.2,3.12,2.8,-2.45,-1.9],"type":"number"},{"component":"Col","id":"colGainerPrice","label":"Price","data":[124.3,188.2,502.1,238.9,112.4],"type":"number"},{"component":"Col","id":"colGainerType","label":"Type","data":["Gainer","Gainer","Gainer","Loser","Loser"],"type":"string"},{"component":"Card","id":"watchlistCard","children":["watchlistHeader","watchlistList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"watchlistHeader","title":"7. Watchlist","subtitle":"Instruments being watched + price"},{"component":"ListBlock","id":"watchlistList","items":["watchSPY","watchQQQ","watchVIX","watchBTC","watchTSLA"],"variant":"number"},{"component":"ListItem","id":"watchSPY","title":"SPY — $543.20","subtitle":"+0.45% • S&P 500 ETF • Vol 42M"},{"component":"ListItem","id":"watchQQQ","title":"QQQ — $482.10","subtitle":"+0.62% • Nasdaq 100 • Vol 28M"},{"component":"ListItem","id":"watchVIX","title":"VIX — 14.20","subtitle":"-1.10% • Fear index • Low vol"},{"component":"ListItem","id":"watchBTC","title":"BTC-USD — $67,400","subtitle":"+1.80% • Crypto • 24h high $67,900"},{"component":"ListItem","id":"watchTSLA","title":"TSLA — $238.90","subtitle":"-2.45% • On watch for breakdown"},{"component":"Card","id":"rowHeadlinesEcon","children":["headlinesCard","econCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"headlinesCard","children":["headlinesHeader","headlinesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"headlinesHeader","title":"10. 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Sector concentration at 76%.","variant":"warning"},{"component":"Progress","id":"riskProgressGross","value":88,"label":"Gross Exposure 88% (Limit $14M)"},{"component":"TextContent","id":"riskTextGross","text":"Current $12.32M gross • Limit $14M • Buffer $1.68M","size":"small"},{"component":"Progress","id":"riskProgressSingle","value":92,"label":"Single Name (NVDA) 92% (Limit 15% NAV)"},{"component":"TextContent","id":"riskTextSingle","text":"NVDA 13.8% of NAV • Limit 15% • Reduce by $156k to return to 85%","size":"small"},{"component":"Progress","id":"riskProgressSector","value":76,"label":"Sector Concentration (Tech) 76% (Limit 50% gross)"},{"component":"TextContent","id":"riskTextSector","text":"Tech 38% of NAV = 76% of sector limit • Monitor","size":"small"},{"component":"Card","id":"actionRow","children":["rebalanceCard","orderCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"rebalanceCard","children":["rebalanceHeader","rebalanceText","rebalanceButtons"],"direction":"column","gap":"s","variant":"sunk"},{"component":"CardHeader","id":"rebalanceHeader","title":"15. Rebalance","subtitle":"One-click to target weights"},{"component":"TextContent","id":"rebalanceText","text":"Target: 35% Tech / 20% Financials / 15% Healthcare • Current drift: Tech +3% overweight. Proposed trades: Sell $380k AAPL, Buy $210k XLV, Trim NVDA $156k to cut single-name risk.","size":"small"},{"component":"Buttons","id":"rebalanceButtons","buttons":["rebalanceBtn","hedgeBtn"],"direction":"row"},{"component":"Button","id":"rebalanceBtn","label":"Rebalance to Target","variant":"primary"},{"component":"Button","id":"hedgeBtn","label":"Preview Trades","variant":"secondary"},{"component":"Card","id":"orderCard","children":["orderHeader","orderForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"orderHeader","title":"16. Place Order","subtitle":"Ticker • Side • Quantity • Type"},{"component":"Form","id":"orderForm","name":"placeOrder","buttons":"orderFormButtons","fields":["fcTicker","fcSide","fcQty","fcType"]},{"component":"Buttons","id":"orderFormButtons","buttons":["orderSubmitBtn","orderCancelBtn"],"direction":"row"},{"component":"Button","id":"orderSubmitBtn","label":"Place Order","variant":"primary"},{"component":"Button","id":"orderCancelBtn","label":"Clear","variant":"tertiary"},{"component":"FormControl","id":"fcTicker","label":"Ticker","input":"inputTicker","hint":"e.g. AAPL, NVDA, SPY"},{"component":"Input","id":"inputTicker","name":"ticker","placeholder":"AAPL","type":"text"},{"component":"FormControl","id":"fcSide","label":"Side","input":"selectSide"},{"component":"Select","id":"selectSide","name":"side","items":["sideBuy","sideSell"],"placeholder":"Select side"},{"component":"SelectItem","id":"sideBuy","value":"BUY","label":"BUY"},{"component":"SelectItem","id":"sideSell","value":"SELL","label":"SELL"},{"component":"FormControl","id":"fcQty","label":"Quantity","input":"inputQty","hint":"Shares / contracts"},{"component":"Input","id":"inputQty","name":"quantity","placeholder":"100","type":"number"},{"component":"FormControl","id":"fcType","label":"Order Type","input":"selectType"},{"component":"Select","id":"selectType","name":"orderType","items":["typeLimit","typeMarket","typeStop"],"placeholder":"Limit"},{"component":"SelectItem","id":"typeLimit","value":"LIMIT","label":"Limit"},{"component":"SelectItem","id":"typeMarket","value":"MARKET","label":"Market"},{"component":"SelectItem","id":"typeStop","value":"STOP","label":"Stop"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..7b8160062
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r3.txt
@@ -0,0 +1,4 @@
+This morning desk workspace covers all 17 requested items in a single screen — KPIs, risk, positions, and trading actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"trading-desk-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F172A","agentDisplayName":"Trading Desk"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk-morning","components":[{"id":"root","component":"Card","children":["header","timeframeCard","kpiRow","riskAlert","positionsCard","exposureGainersRow","watchlistOrdersRow","headlinesCalendarRow","strategyDrawdownRow","actionsRow"],"direction":"column","gap":"m","variant":"clear"},{"id":"header","component":"CardHeader","title":"Trading Desk — Morning Workspace","subtitle":"Monday, Aug 18 • 07:42 ET • Pre-market • All values real-time"},{"id":"timeframeCard","component":"Card","children":["timeframeLabel","timeframeSelect"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},{"id":"timeframeLabel","component":"TextContent","text":"**17. Timeframe** — Controls all charts & P&L calculations","size":"small"},{"id":"timeframeSelect","component":"Select","name":"timeframe","items":["tf_1D","tf_1W","tf_1M","tf_3M","tf_YTD","tf_1Y"],"placeholder":"Select timeframe","value":"1D","size":"small"},{"id":"tf_1D","component":"SelectItem","value":"1D","label":"1D (Today)"},{"id":"tf_1W","component":"SelectItem","value":"1W","label":"1W"},{"id":"tf_1M","component":"SelectItem","value":"1M","label":"1M"},{"id":"tf_3M","component":"SelectItem","value":"3M","label":"3M"},{"id":"tf_YTD","component":"SelectItem","value":"YTD","label":"YTD"},{"id":"tf_1Y","component":"SelectItem","value":"1Y","label":"1Y"},{"id":"kpiRow","component":"Card","children":["kpiPortfolioCard","kpiPnlCard","kpiVarCard","kpiMarginCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"kpiPortfolioCard","component":"Card","children":["kpiPortfolioHeader","kpiPortfolioValue","kpiPortfolioChange"],"direction":"column","gap":"xs","variant":"card"},{"id":"kpiPortfolioHeader","component":"TextContent","text":"1. PORTFOLIO VALUE","size":"small"},{"id":"kpiPortfolioValue","component":"Heading","text":"$14.82M","level":"h2"},{"id":"kpiPortfolioChange","component":"Tag","text":"▲ +0.87% vs close","variant":"success","size":"sm"},{"id":"kpiPnlCard","component":"Card","children":["kpiPnlHeader","kpiPnlValue","kpiPnlSub"],"direction":"column","gap":"xs","variant":"card"},{"id":"kpiPnlHeader","component":"TextContent","text":"2. P&L TODAY","size":"small"},{"id":"kpiPnlValue","component":"Heading","text":"+ $128,430","level":"h2"},{"id":"kpiPnlSub","component":"TextContent","text":"Realized $42.1k • Unrealized $86.3k • 1D timeframe","size":"small"},{"id":"kpiVarCard","component":"Card","children":["kpiVarHeader","kpiVarValue","kpiVarDetail"],"direction":"column","gap":"xs","variant":"card"},{"id":"kpiVarHeader","component":"TextContent","text":"5. VALUE AT RISK (1D 95%)","size":"small"},{"id":"kpiVarValue","component":"Heading","text":"$312,000","level":"h2"},{"id":"kpiVarDetail","component":"TextContent","text":"2.10% of NAV • Limit $400k (78% used)","size":"small"},{"id":"kpiMarginCard","component":"Card","children":["kpiMarginHeader","kpiMarginValue","kpiMarginProgress","kpiMarginDetail"],"direction":"column","gap":"xs","variant":"card"},{"id":"kpiMarginHeader","component":"TextContent","text":"9. MARGIN IN USE","size":"small"},{"id":"kpiMarginValue","component":"Heading","text":"62% • $4.10M / $6.60M","level":"h3"},{"id":"kpiMarginProgress","component":"Progress","value":62,"label":"Margin utilization"},{"id":"kpiMarginDetail","component":"TextContent","text":"Excess liquidity $2.50M • Call level 85%","size":"small"},{"id":"riskAlert","component":"Alert","title":"14. Risk Limits Close to Breach — Action Required","description":"Gross Exposure 88% of limit ($13.05M / $14.82M) • Single-name NVDA 92% of 15% limit (13.8% of NAV) • VaR 78% of limit. Review exposure & consider rebalancing.","variant":"warning"},{"id":"positionsCard","component":"Card","children":["positionsHeader","positionsTable"],"direction":"column","gap":"s","variant":"card"},{"id":"positionsHeader","component":"CardHeader","title":"3. Positions — Ticker, Size, Entry & Current Price","subtitle":"6 open positions • Sorted by exposure"},{"id":"positionsTable","component":"Table","columns":["colTicker","colSize","colEntry","colCurrent","colPnl","colExposure"]},{"id":"colTicker","component":"Col","label":"Ticker","data":["AAPL","MSFT","NVDA","TSLA (SHORT)","JPM","XOM"],"type":"string"},{"id":"colSize","component":"Col","label":"Size","data":[1200,800,1500,-500,2000,3000],"type":"number"},{"id":"colEntry","component":"Col","label":"Entry Price","data":[182.4,405.1,875.3,248.9,198.4,112.75],"type":"number"},{"id":"colCurrent","component":"Col","label":"Current Price","data":[189.2,412.55,902.1,241.15,201.05,110.9],"type":"number"},{"id":"colPnl","component":"Col","label":"Unrealized P&L","data":[8160,5960,40200,3875,5300,-5550],"type":"number"},{"id":"colExposure","component":"Col","label":"Exposure","data":["$227k","$330k","$1.35M","$121k","$402k","$333k"],"type":"string"},{"id":"exposureGainersRow","component":"Card","children":["exposureCard","gainersCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"exposureCard","component":"Card","children":["exposureHeader","exposurePie","exposureLegend"],"direction":"column","gap":"s","variant":"card"},{"id":"exposureHeader","component":"CardHeader","title":"4. Exposure by Sector","subtitle":"% of NAV"},{"id":"exposurePie","component":"PieChart","labels":["Technology","Financials","Energy","Consumer Disc.","Healthcare"],"values":[42,18,15,12,13],"variant":"donut","appearance":"circular"},{"id":"exposureLegend","component":"TextContent","text":"Tech 42% concentrated — NVDA is largest driver. Limit 50%.","size":"small"},{"id":"gainersCard","component":"Card","children":["gainersHeader","gainersBar"],"direction":"column","gap":"s","variant":"card"},{"id":"gainersHeader","component":"CardHeader","title":"6. Today's Biggest Gainers & Losers","subtitle":"Intraday % change (1D)"},{"id":"gainersBar","component":"HorizontalBarChart","labels":["NVDA","MSFT","JPM","AAPL","XOM","TSLA"],"series":["gainersSeries"],"xLabel":"% Change","yLabel":"Ticker"},{"id":"gainersSeries","component":"Series","category":"Today %","values":[3.06,1.84,1.34,-0.45,-1.64,-3.11]},{"id":"watchlistOrdersRow","component":"Card","children":["watchlistCard","ordersCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"watchlistCard","component":"Card","children":["watchlistHeader","watchlistTable"],"direction":"column","gap":"s","variant":"card"},{"id":"watchlistHeader","component":"CardHeader","title":"7. Watchlist — Instruments & Price","subtitle":"Live quotes"},{"id":"watchlistTable","component":"Table","columns":["watchColInstrument","watchColPrice","watchColChange"]},{"id":"watchColInstrument","component":"Col","label":"Instrument","data":["AAPL","NVDA","SPY","QQQ","BTC-USD","TLT"],"type":"string"},{"id":"watchColPrice","component":"Col","label":"Price","data":[189.2,902.1,523.44,445.12,67420,92.15],"type":"number"},{"id":"watchColChange","component":"Col","label":"Change","data":["+0.42%","+3.06%","+0.31%","+0.58%","+1.20%","-0.22%"],"type":"string"},{"id":"ordersCard","component":"Card","children":["ordersHeader","ordersTable"],"direction":"column","gap":"s","variant":"card"},{"id":"ordersHeader","component":"CardHeader","title":"8. Working Orders","subtitle":"4 open • 2 partial fills"},{"id":"ordersTable","component":"Table","columns":["ordersColId","ordersColTickerSide","ordersColQtyPrice","ordersColStatus"]},{"id":"ordersColId","component":"Col","label":"Order ID","data":["#88421","#88419","#88407","#88392"],"type":"string"},{"id":"ordersColTickerSide","component":"Col","label":"Ticker / Side","data":["AAPL BUY","TSLA SELL","JPM BUY","XOM SELL"],"type":"string"},{"id":"ordersColQtyPrice","component":"Col","label":"Qty @ Limit","data":["500 @ $188.50","300 @ $242.00","1000 @ $199.00","1500 @ $111.50"],"type":"string"},{"id":"ordersColStatus","component":"Col","label":"Status","data":["Working","Working","Partial (400/1000)","Working"],"type":"string"},{"id":"headlinesCalendarRow","component":"Card","children":["headlinesCard","calendarCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"headlinesCard","component":"Card","children":["headlinesHeader","headlinesTable"],"direction":"column","gap":"s","variant":"card"},{"id":"headlinesHeader","component":"CardHeader","title":"10. Market Headlines with Sentiment","subtitle":"Real-time • Sentiment model v2.4"},{"id":"headlinesTable","component":"Table","columns":["headlinesColTime","headlinesColHeadline","headlinesColSentiment"]},{"id":"headlinesColTime","component":"Col","label":"Time","data":["07:15","06:48","06:30","05:55"],"type":"string"},{"id":"headlinesColHeadline","component":"Col","label":"Headline","data":["Fed holds rates, signals one cut in 2024","NVDA beats on data center revenue, guides higher","Oil dips 1.2% on inventory build","JPM upgrades AAPL to Overweight, PT $220"],"type":"string"},{"id":"headlinesColSentiment","component":"Col","label":"Sentiment","data":["Neutral","Positive","Negative","Positive"],"type":"string"},{"id":"calendarCard","component":"Card","children":["calendarHeader","calendarTable"],"direction":"column","gap":"s","variant":"card"},{"id":"calendarHeader","component":"CardHeader","title":"11. Economic Releases This Week","subtitle":"ET • Consensus vs Previous"},{"id":"calendarTable","component":"Table","columns":["calColDate","calColEvent","calColForecast"]},{"id":"calColDate","component":"Col","label":"Date","data":["Mon 8/19","Tue 8/20","Wed 8/21","Thu 8/22","Fri 8/23"],"type":"string"},{"id":"calColEvent","component":"Col","label":"Event","data":["CPI YoY","Retail Sales MoM","FOMC Minutes","Initial Claims","Core PCE YoY"],"type":"string"},{"id":"calColForecast","component":"Col","label":"Forecast / Prev","data":["3.2% / 3.0%","0.4% / 0.2%","—","232k / 228k","2.7% / 2.6%"],"type":"string"},{"id":"strategyDrawdownRow","component":"Card","children":["strategyCard","drawdownCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"strategyCard","component":"Card","children":["strategyHeader","strategyBar"],"direction":"column","gap":"s","variant":"card"},{"id":"strategyHeader","component":"CardHeader","title":"12. Each Strategy's Return This Year (YTD)","subtitle":"Net of fees"},{"id":"strategyBar","component":"BarChart","labels":["Momentum","Mean Rev.","L/S Equity","Vol Arb","Quant Macro"],"series":["strategySeries"],"variant":"grouped","xLabel":"Strategy","yLabel":"Return %"},{"id":"strategySeries","component":"Series","category":"YTD Return","values":[12.4,6.8,9.1,4.2,15.7]},{"id":"drawdownCard","component":"Card","children":["drawdownHeader","drawdownChart","drawdownCaption"],"direction":"column","gap":"s","variant":"card"},{"id":"drawdownHeader","component":"CardHeader","title":"13. Drawdown Over Past Year","subtitle":"Peak-to-trough % • 1Y timeframe"},{"id":"drawdownChart","component":"AreaChart","labels":["Aug","Oct","Dec","Feb","Apr","Jun","Aug"],"series":["drawdownSeries"],"variant":"natural","xLabel":"Month","yLabel":"Drawdown %"},{"id":"drawdownSeries","component":"Series","category":"Drawdown","values":[0,-2.1,-4.8,-3.2,-6.5,-2.8,-1.2]},{"id":"drawdownCaption","component":"TextContent","text":"Max drawdown -6.5% in April • Currently -1.2% from peak • Recovery 82%","size":"small"},{"id":"actionsRow","component":"Card","children":["rebalanceCard","orderEntryCard"],"direction":"row","gap":"m","variant":"clear"},{"id":"rebalanceCard","component":"Card","children":["rebalanceHeader","rebalanceText","rebalanceButton","rebalanceHint"],"direction":"column","gap":"s","variant":"sunk"},{"id":"rebalanceHeader","component":"CardHeader","title":"15. Rebalance","subtitle":"One-click to target weights"},{"id":"rebalanceText","component":"TextContent","text":"Target: Tech 35% (trim NVDA), Energy 18%, Financials 20%. Estimated trades: Sell 280 NVDA, Buy 400 XOM. Reduces gross exposure to 82% and NVDA concentration to 11.5%.","size":"small"},{"id":"rebalanceButton","component":"Button","label":"Rebalance Portfolio Now","variant":"primary","action":[]},{"id":"rebalanceHint","component":"TextContent","text":"Preview & confirm in dialog • Est. slippage $1,240","size":"small"},{"id":"orderEntryCard","component":"Card","children":["orderEntryHeader","orderForm"],"direction":"column","gap":"s","variant":"card"},{"id":"orderEntryHeader","component":"CardHeader","title":"16. Place an Order — Ticker, Side & Quantity","subtitle":"Route to: NYSE / NASDAQ • Validations live"},{"id":"orderForm","component":"Form","name":"placeOrder","buttons":"formButtons","fields":["fcTicker","fcSide","fcQty"]},{"id":"fcTicker","component":"FormControl","label":"Ticker Symbol","input":"inputTicker","hint":"e.g., AAPL, NVDA, SPY"},{"id":"inputTicker","component":"Input","name":"ticker","placeholder":"AAPL","type":"text"},{"id":"fcSide","component":"FormControl","label":"Side","input":"selectSide"},{"id":"selectSide","component":"Select","name":"side","items":["sideBuy","sideSell"],"placeholder":"Select side"},{"id":"sideBuy","component":"SelectItem","value":"BUY","label":"BUY"},{"id":"sideSell","component":"SelectItem","value":"SELL","label":"SELL"},{"id":"fcQty","component":"FormControl","label":"Quantity (shares)","input":"inputQty","hint":"Min 1 • Use negative for short if SELL"},{"id":"inputQty","component":"Input","name":"quantity","placeholder":"100","type":"number"},{"id":"formButtons","component":"Buttons","buttons":["btnSubmit","btnCancel"],"direction":"row"},{"id":"btnSubmit","component":"Button","label":"Place Order","variant":"primary"},{"id":"btnCancel","component":"Button","label":"Clear","variant":"secondary"}]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..6dd075e83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-fund__r4.txt
@@ -0,0 +1,5 @@
+Trading desk morning view — all 17 items on one screen with live KPIs, risk, and order actions.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"trading-desk-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"Desk Workspace"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk-morning","components":[{"component":"Card","id":"root","children":["headerCard","kpiRow","middleRow","gainersWatchOrdersRow","bottomRow","actionsRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"headerCard","children":["headerTitle","timeframeFormControl"],"direction":"row","gap":"m","justify":"between","align":"center","variant":"card"},{"component":"CardHeader","id":"headerTitle","title":"Trading Desk — Morning Workspace","subtitle":"Tuesday, Aug 13 • 07:42 ET • Pre-Market • All values delayed 15m unless noted"},{"component":"FormControl","id":"timeframeFormControl","label":"Timeframe","input":"timeframeSelect","hint":"17. Change timeframe for PnL, VaR & drawdown"},{"component":"Select","id":"timeframeSelect","name":"timeframe","items":["timeframeItem1D","timeframeItem1W","timeframeItem1M","timeframeItemYTD","timeframeItem1Y"],"value":"1D","placeholder":"Select timeframe"},{"component":"SelectItem","id":"timeframeItem1D","value":"1D","label":"1D — Today"},{"component":"SelectItem","id":"timeframeItem1W","value":"1W","label":"1W"},{"component":"SelectItem","id":"timeframeItem1M","value":"1M","label":"1M"},{"component":"SelectItem","id":"timeframeItemYTD","value":"YTD","label":"YTD"},{"component":"SelectItem","id":"timeframeItem1Y","value":"1Y","label":"1Y"},{"component":"Card","id":"kpiRow","children":["portfolioValueCard","pnlCard","varCard","marginCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"portfolioValueCard","children":["portfolioHeading","portfolioValueText","portfolioSubText"],"direction":"column","gap":"xs","variant":"card"},{"component":"Heading","id":"portfolioHeading","text":"1. Portfolio Value","level":"h4"},{"component":"TextContent","id":"portfolioValueText","text":"$4,872,430","size":"large-heavy"},{"component":"TextContent","id":"portfolioSubText","text":"▲ $39,640 (+0.82%) YTD • NAV as of 07:40 ET","size":"small"},{"component":"Card","id":"pnlCard","children":["pnlHeading","pnlValueText","pnlSubText"],"direction":"column","gap":"xs","variant":"card"},{"component":"Heading","id":"pnlHeading","text":"2. P&L Today","level":"h4"},{"component":"TextContent","id":"pnlValueText","text":"+$42,850 (+0.89%)","size":"large-heavy"},{"component":"TextContent","id":"pnlSubText","text":"Realized +$18,200 • Unrealized +$24,650 • 1D","size":"small"},{"component":"Card","id":"varCard","children":["varHeading","varValueText","varSubText"],"direction":"column","gap":"xs","variant":"card"},{"component":"Heading","id":"varHeading","text":"5. Value at Risk (95% / 1D)","level":"h4"},{"component":"TextContent","id":"varValueText","text":"$68,200","size":"large-heavy"},{"component":"TextContent","id":"varSubText","text":"1.40% of NAV • Parametric • Limit $85,000","size":"small"},{"component":"Card","id":"marginCard","children":["marginHeading","marginValueText","marginProgress","marginSubText"],"direction":"column","gap":"xs","variant":"card"},{"component":"Heading","id":"marginHeading","text":"9. Margin In Use","level":"h4"},{"component":"TextContent","id":"marginValueText","text":"62% — $1.84M / $2.97M","size":"large-heavy"},{"component":"Progress","id":"marginProgress","value":62,"label":"62% utilized"},{"component":"TextContent","id":"marginSubText","text":"Maintenance margin 25% • Excess liquidity $1.13M","size":"small"},{"component":"Card","id":"middleRow","children":["positionsCard","rightStack"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"positionsCard","children":["positionsHeader","positionsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"positionsHeader","title":"3. Positions","subtitle":"Ticker • Size • Entry • Current • Unrealized P&L"},{"component":"Table","id":"positionsTable","columns":["colTicker","colSize","colEntry","colCurrent","colPnL"]},{"component":"Col","id":"colTicker","label":"Ticker","data":["AAPL","MSFT","NVDA","JPM","XOM"],"type":"string"},{"component":"Col","id":"colSize","label":"Size","data":[500,300,800,400,600],"type":"number"},{"component":"Col","id":"colEntry","label":"Entry","data":[182.3,410.1,875,195.2,108.5],"type":"number"},{"component":"Col","id":"colCurrent","label":"Current","data":[187.45,415.8,862.4,198.1,107.9],"type":"number"},{"component":"Col","id":"colPnL","label":"Unreal. P&L","data":["+$2,575","+ $1,710","-$10,080","+$1,160","-$360"],"type":"string"},{"component":"Card","id":"rightStack","children":["exposureCard","riskLimitsCard","drawdownCard"],"direction":"column","gap":"m","variant":"clear"},{"component":"Card","id":"exposureCard","children":["exposureHeader","exposurePie"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"exposureHeader","title":"4. Exposure by Sector","subtitle":"% of gross exposure $4.92M"},{"component":"PieChart","id":"exposurePie","labels":["Technology","Financials","Energy","Healthcare","Consumer"],"values":[42,18,12,10,18],"variant":"donut","appearance":"circular"},{"component":"Card","id":"riskLimitsCard","children":["riskLimitsHeader","riskAlert1","riskAlert2"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"riskLimitsHeader","title":"14. Risk Limits — Close to Breach","subtitle":"Auto-flagged at >85% of limit"},{"component":"Callout","id":"riskAlert1","variant":"warning","title":"Gross Exposure 92% of limit","description":"$4.92M / $5.35M limit — reduce or hedge before open."},{"component":"Callout","id":"riskAlert2","variant":"error","title":"Single Name: NVDA 24.1% vs 25% limit","description":"Concentration breach risk. Leverage 3.1x / 3.5x (88%)."},{"component":"Card","id":"drawdownCard","children":["drawdownHeader","drawdownChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"drawdownHeader","title":"13. Drawdown — Past 12 Months","subtitle":"Peak-to-trough % from NAV high"},{"component":"AreaChart","id":"drawdownChart","labels":["Aug","Sep","Oct","Nov","Dec","Jan","Feb","Mar","Apr","May","Jun","Jul","Aug"],"series":["drawdownSeries"],"variant":"natural","yLabel":"Drawdown %","xLabel":"Month"},{"component":"Series","id":"drawdownSeries","category":"Drawdown","values":[0,-1.2,-3.5,-2.8,-4.2,-5.8,-4,-2.5,-1.8,-3.2,-2,-0.8,0]},{"component":"Card","id":"gainersWatchOrdersRow","children":["gainersCard","watchlistCard","ordersCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"gainersCard","children":["gainersHeader","gainersChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"gainersHeader","title":"6. Today's Biggest Movers","subtitle":"Intraday % vs. prior close (as of 07:40 ET)"},{"component":"HorizontalBarChart","id":"gainersChart","labels":["AAPL","JPM","MSFT","XOM","NVDA"],"series":["gainersSeries"],"variant":"grouped","xLabel":"% Change","yLabel":"Ticker"},{"component":"Series","id":"gainersSeries","category":"Change %","values":[2.83,1.48,1.38,-0.55,-1.44]},{"component":"Card","id":"watchlistCard","children":["watchlistHeader","watchlistBlock"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"watchlistHeader","title":"7. Watchlist","subtitle":"Live price • click to trade"},{"component":"ListBlock","id":"watchlistBlock","items":["watchItemSPY","watchItemQQQ","watchItemTSLA","watchItemBTC","watchItemVIX"],"variant":"number"},{"component":"ListItem","id":"watchItemSPY","title":"SPY — $523.40","subtitle":"+0.42% • S&P 500 ETF"},{"component":"ListItem","id":"watchItemQQQ","title":"QQQ — $445.20","subtitle":"+0.61% • Nasdaq 100"},{"component":"ListItem","id":"watchItemTSLA","title":"TSLA — $248.30","subtitle":"-0.84% • Watching for breakout"},{"component":"ListItem","id":"watchItemBTC","title":"BTC-USD — $67,240","subtitle":"+1.12% • Crypto proxy"},{"component":"ListItem","id":"watchItemVIX","title":"VIX — 14.8","subtitle":"-3.2% • Vol. regime low"},{"component":"Card","id":"ordersCard","children":["ordersHeader","ordersTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"ordersHeader","title":"8. Working Orders","subtitle":"Open & pending — cancels on disconnect = false"},{"component":"Table","id":"ordersTable","columns":["ordersColTicker","ordersColSide","ordersColQty","ordersColPrice","ordersColStatus"]},{"component":"Col","id":"ordersColTicker","label":"Ticker","data":["AAPL","NVDA","JPM","XOM"],"type":"string"},{"component":"Col","id":"ordersColSide","label":"Side","data":["BUY","SELL","BUY","SELL"],"type":"string"},{"component":"Col","id":"ordersColQty","label":"Qty","data":[100,200,150,300],"type":"number"},{"component":"Col","id":"ordersColPrice","label":"Price","data":["$185.00 LMT","$850.00 STP","$197.50 LMT","$108.00 LMT"],"type":"string"},{"component":"Col","id":"ordersColStatus","label":"Status","data":["Working","Working","Working","Working"],"type":"string"},{"component":"Card","id":"bottomRow","children":["headlinesCard","economyCard","strategyCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"headlinesCard","children":["headlinesHeader","headlinesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"headlinesHeader","title":"10. Market Headlines","subtitle":"Sentiment tagged by NLP"},{"component":"Table","id":"headlinesTable","columns":["headlinesColTitle","headlinesColSentiment"]},{"component":"Col","id":"headlinesColTitle","label":"Headline","data":["Fed officials hint at pause as inflation cools","NVDA beats on data center, guides higher","Oil dips on inventory build, demand worries"],"type":"string"},{"component":"Col","id":"headlinesColSentiment","label":"Sentiment","data":["Positive","Bullish","Negative"],"type":"string"},{"component":"Card","id":"economyCard","children":["economyHeader","economyTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"economyHeader","title":"11. Economic Releases This Week","subtitle":"ET • Consensus vs. prior"},{"component":"Table","id":"economyTable","columns":["economyColEvent","economyColDate","economyColForecast"]},{"component":"Col","id":"economyColEvent","label":"Event","data":["US CPI YoY","FOMC Minutes","Initial Claims","Nonfarm Payrolls"],"type":"string"},{"component":"Col","id":"economyColDate","label":"Date","data":["Wed 08:30","Wed 14:00","Thu 08:30","Fri 08:30"],"type":"string"},{"component":"Col","id":"economyColForecast","label":"Forecast","data":["3.2% (prev 3.0%)","—","235k","175k"],"type":"string"},{"component":"Card","id":"strategyCard","children":["strategyHeader","strategyChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"strategyHeader","title":"12. Strategy Return YTD","subtitle":"Net of fees • % return"},{"component":"BarChart","id":"strategyChart","labels":["L/S Equity","Mkt Neutral","Momentum","Mean Rev","Macro"],"series":["strategySeries"],"variant":"grouped","yLabel":"Return %","xLabel":"Strategy"},{"component":"Series","id":"strategySeries","category":"YTD Return","values":[8.2,3.1,12.4,-1.2,5.6]},{"component":"Card","id":"actionsRow","children":["rebalanceCard","orderCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"rebalanceCard","children":["rebalanceHeader","rebalanceText","rebalanceButtons"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"rebalanceHeader","title":"15. Rebalance Portfolio","subtitle":"One-click to target weights"},{"component":"TextContent","id":"rebalanceText","text":"Target: Tech 35% (-7%), Financials 20% (+2%), Energy 10% (-2%), Healthcare 15% (+5%), Consumer 20% (+2%). Estimated turnover $342k • 18 bps cost. Risk checks pass.","size":"default"},{"component":"Buttons","id":"rebalanceButtons","buttons":["rebalanceButton"]},{"component":"Button","id":"rebalanceButton","label":"Rebalance Now","variant":"primary"},{"component":"Card","id":"orderCard","children":["orderHeader","orderForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"orderHeader","title":"16. Place Order","subtitle":"Ticker • Side • Quantity — routed to OMS"},{"component":"Form","id":"orderForm","name":"placeOrder","buttons":"orderFormButtons","fields":["orderTickerControl","orderSideControl","orderQtyControl"]},{"component":"FormControl","id":"orderTickerControl","label":"Ticker","input":"orderTickerInput","hint":"e.g., AAPL, NVDA, SPY"},{"component":"Input","id":"orderTickerInput","name":"ticker","placeholder":"AAPL","type":"text"},{"component":"FormControl","id":"orderSideControl","label":"Side","input":"orderSideSelect"},{"component":"Select","id":"orderSideSelect","name":"side","items":["orderSideBuy","orderSideSell"],"placeholder":"Select side"},{"component":"SelectItem","id":"orderSideBuy","value":"BUY","label":"BUY"},{"component":"SelectItem","id":"orderSideSell","value":"SELL","label":"SELL"},{"component":"FormControl","id":"orderQtyControl","label":"Quantity","input":"orderQtyInput","hint":"Shares / contracts"},{"component":"Input","id":"orderQtyInput","name":"quantity","placeholder":"100","type":"number"},{"component":"Buttons","id":"orderFormButtons","buttons":["orderSubmitButton","orderCancelButton"],"direction":"row"},{"component":"Button","id":"orderSubmitButton","label":"Place Order","variant":"primary"},{"component":"Button","id":"orderCancelButton","label":"Clear","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..38d0b3fe6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r1.txt
@@ -0,0 +1,4 @@
+Live-Ops Command Center — all 16 live-ops signals on one screen with region focus, patch drafting, and hotfix shipping.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"liveops-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Live-Ops Control"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"liveops-dashboard","components":[{"component":"Card","id":"root","children":["header","regionFocusCard","kpiRow","sessionLengthCard","salesServersRow","crashEventsRow","moderationRow","experimentsRow","patchHotfixRow"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"Live-Ops Command Center","subtitle":"Real-time health • Economy • Moderation • Experiments — May 19, 2026 14:32 UTC"},{"component":"Card","id":"regionFocusCard","children":["regionFilterLabel","regionSelect","hotfixDialog"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"TextContent","id":"regionFilterLabel","text":"**Focus View:** Filter entire dashboard by region","size":"small-heavy"},{"component":"Select","id":"regionSelect","name":"regionFocus","items":["regionOptAll","regionOptUSEast","regionOptUSWest","regionOptEU","regionOptAP","regionOptSA"],"placeholder":"All Regions","value":"All Regions","size":"medium"},{"component":"SelectItem","id":"regionOptAll","value":"All Regions","label":"🌐 All Regions"},{"component":"SelectItem","id":"regionOptUSEast","value":"US-East","label":"US-East"},{"component":"SelectItem","id":"regionOptUSWest","value":"US-West","label":"US-West"},{"component":"SelectItem","id":"regionOptEU","value":"EU-Central","label":"EU-Central"},{"component":"SelectItem","id":"regionOptAP","value":"AP-Southeast","label":"AP-Southeast"},{"component":"SelectItem","id":"regionOptSA","value":"SA-East","label":"SA-East"},{"component":"AlertDialogBlock","id":"hotfixDialog","triggerLabel":"🚀 Ship Hotfix","title":"Ship Hotfix to Production?","description":"This will push build v1.4.4-hotfix.1 to all healthy regions immediately. 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Crash % per version (lower is better)"},{"component":"BarChart","id":"crashRateChart","labels":["v1.4.0","v1.4.1","v1.4.2","v1.4.3 latest"],"series":["crashSeries"],"variant":"grouped","xLabel":"Version","yLabel":"Crash Rate %"},{"component":"Series","id":"crashSeries","category":"Crash Rate %","values":[1.8,1.2,0.9,0.42]},{"component":"Card","id":"liveEventsCard","children":["liveEventsHeader","liveEventsList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"liveEventsHeader","title":"Live Events","subtitle":"9. 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Awaiting review"},{"component":"TextContent","id":"appealsValue","text":"43 appeals","size":"large-heavy"},{"component":"Buttons","id":"appealsButton","buttons":["appealsActionBtn"],"direction":"row"},{"component":"Button","id":"appealsActionBtn","label":"Review Appeals →","variant":"secondary"},{"component":"Card","id":"inflationCard","children":["inflationHeader","inflationValue","inflationChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"inflationHeader","title":"Currency Inflation","subtitle":"12. In-game Gold inflation (weekly)"},{"component":"TextContent","id":"inflationValue","text":"+3.2% this week","size":"large-heavy"},{"component":"AreaChart","id":"inflationChart","labels":["Wk 15","Wk 16","Wk 17","Wk 18","Wk 19","This Wk"],"series":["inflationSeries"],"variant":"natural","xLabel":"Week","yLabel":"Inflation %"},{"component":"Series","id":"inflationSeries","category":"Gold Inflation","values":[1.8,2.1,2.4,2.8,2.8,3.2]},{"component":"Card","id":"experimentsRow","children":["expACard","expBCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"expACard","children":["expAHeader","expADesc","expAProgress","expATag"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"expAHeader","title":"Exp A: New Tutorial Flow","subtitle":"13. Running • 50/50 • n=84K"},{"component":"TextContent","id":"expADesc","text":"Variant B: +8.4% D1 retention (p=0.02) • +2.1% completion • No revenue impact","size":"small"},{"component":"Progress","id":"expAProgress","value":68,"label":"68% to significance — Recommend ship"},{"component":"Tag","id":"expATag","text":"Winner: Variant B","variant":"success","size":"sm"},{"component":"Card","id":"expBCard","children":["expBHeader","expBDesc","expBProgress","expBTag"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"expBHeader","title":"Exp B: Shop Bundle Pricing $4.99 → $6.99","subtitle":"13. Running • 50/50 • n=62K"},{"component":"TextContent","id":"expBDesc","text":"Variant B: -5.2% conversion (p=0.04) • +1.8% ARPPU • Net -3.1% revenue","size":"small"},{"component":"Progress","id":"expBProgress","value":92,"label":"92% to significance — Recommend hold"},{"component":"Tag","id":"expBTag","text":"Losing: Control","variant":"warning","size":"sm"},{"component":"Card","id":"patchHotfixRow","children":["patchNotesCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"patchNotesCard","children":["patchNotesHeader","patchForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"patchNotesCardHeader","title":"Draft Patch Notes","subtitle":"14. Way to draft patch notes • 16. Hotfix ships via top button"},{"component":"Form","id":"patchForm","name":"patchNotesForm","fields":["patchTitleField","patchNotesField"],"buttons":"patchFormButtons"},{"component":"FormControl","id":"patchTitleField","label":"Patch Title / Version","input":"patchTitleInput","hint":"e.g., v1.4.4 — Neon Balance & Crash Fixes"},{"component":"Input","id":"patchTitleInput","name":"patchTitle","placeholder":"v1.4.4-hotfix.1 — ...","type":"text"},{"component":"FormControl","id":"patchNotesField","label":"Notes (Markdown)","input":"patchNotesInput","hint":"Supports markdown. Will be posted to Discord + in-game inbox."},{"component":"TextArea","id":"patchNotesInput","name":"patchNotes","placeholder":"- Fixed crash on EU-Central during matchmaking\n- Nerfed Phoenix Skin hitbox\n- Double XP extended 24h...","rows":5},{"component":"Buttons","id":"patchFormButtons","buttons":["patchSubmitBtn","patchSaveDraftBtn"],"direction":"row"},{"component":"Button","id":"patchSubmitBtn","label":"Publish Patch Notes","variant":"primary"},{"component":"Button","id":"patchSaveDraftBtn","label":"Save Draft","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..de5762f67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r2.txt
@@ -0,0 +1,5 @@
+Live-ops command center — all 16 signals on one screen. Filter by region, monitor health, and ship a hotfix without leaving the view.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"liveops-room-v1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Live-Ops Control"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"liveops-room-v1","components":[{"component":"Card","id":"root","direction":"column","gap":"m","variant":"clear","children":["header","controlBar","kpiRow","mainContent"]},{"component":"CardHeader","id":"header","title":"Live-Ops Room — Nebula Raiders","subtitle":"Real-time operations • Aug 18, 2026 14:32 UTC • All times UTC"},{"component":"Card","id":"controlBar","direction":"row","gap":"m","align":"center","justify":"between","variant":"card","children":["regionFormControl","hotfixAlertDialog"]},{"component":"FormControl","id":"regionFormControl","label":"15. 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Players will be prompted to restart. Continue?","confirmLabel":"Ship Now","cancelLabel":"Cancel","triggerVariant":"default"},{"component":"Card","id":"kpiRow","direction":"row","gap":"m","wrap":true,"variant":"clear","children":["cardOnline","cardDauMau","cardRevenueToday","cardRevPerUser","cardInflation"]},{"component":"Card","id":"cardOnline","variant":"card","direction":"column","gap":"xs","children":["textOnlineTitle","textOnlineValue","textOnlineSub","tagOnline"]},{"component":"TextContent","id":"textOnlineTitle","component":"TextContent","text":"1. PLAYERS ONLINE NOW","size":"small"},{"component":"TextContent","id":"textOnlineValue","component":"TextContent","text":"84,320","size":"large-heavy"},{"component":"TextContent","id":"textOnlineSub","component":"TextContent","text":"↑ 4.2% vs 1h ago • Peak today 91.4k","size":"small"},{"component":"Tag","id":"tagOnline","component":"Tag","text":"● Live","variant":"success","size":"sm"},{"component":"Card","id":"cardDauMau","variant":"card","direction":"column","gap":"xs","children":["textDauMauTitle","textDauMauValue","textDauMauSub"]},{"component":"TextContent","id":"textDauMauTitle","component":"TextContent","text":"2. DAILY / MONTHLY ACTIVE","size":"small"},{"component":"TextContent","id":"textDauMauValue","component":"TextContent","text":"412K DAU / 3.82M MAU","size":"large-heavy"},{"component":"TextContent","id":"textDauMauSub","component":"TextContent","text":"Stickiness (DAU/MAU) 10.8% • WAU 1.24M","size":"small"},{"component":"Card","id":"cardRevenueToday","variant":"card","direction":"column","gap":"xs","children":["textRevTodayTitle","textRevTodayValue","textRevTodaySub"]},{"component":"TextContent","id":"textRevTodayTitle","component":"TextContent","text":"3. 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REVENUE PER USER","size":"small"},{"component":"TextContent","id":"textRevPerUserValue","component":"TextContent","text":"$0.31 ARPU • $4.82 ARPPU","size":"large-heavy"},{"component":"TextContent","id":"textRevPerUserSub","component":"TextContent","text":"Conversion 6.4% • Avg. spend $18.20","size":"small"},{"component":"Card","id":"cardInflation","variant":"card","direction":"column","gap":"xs","children":["textInflationTitle","textInflationValue","progressInflation","textInflationSub"]},{"component":"TextContent","id":"textInflationTitle","component":"TextContent","text":"12. CURRENCY INFLATION","size":"small"},{"component":"TextContent","id":"textInflationValue","component":"TextContent","text":"+3.2% WoW","size":"large-heavy"},{"component":"Progress","id":"progressInflation","component":"Progress","value":32,"label":"Gold supply vs sink"},{"component":"TextContent","id":"textInflationSub","component":"TextContent","text":"Gold earned 842M / sunk 815M • Alert threshold 5%","size":"small"},{"component":"Card","id":"mainContent","direction":"row","gap":"m","variant":"clear","children":["leftCol","rightCol"]},{"component":"Card","id":"leftCol","direction":"column","gap":"m","variant":"clear","children":["sessionCard","bestSellerCard","crashCard"]},{"component":"Card","id":"sessionCard","variant":"card","direction":"column","gap":"s","children":["sessionCardHeader","sessionLineChart"]},{"component":"CardHeader","id":"sessionCardHeader","component":"CardHeader","title":"5. Session Length — Past 14 Days","subtitle":"Avg. minutes per session (global, filtered by region selector)"},{"component":"LineChart","id":"sessionLineChart","component":"LineChart","labels":["Aug 05","Aug 06","Aug 07","Aug 08","Aug 09","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["sessionSeries"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},{"component":"Series","id":"sessionSeries","component":"Series","category":"Avg Session","values":[18.2,19.1,18.7,20.3,21,19.8,18.9,20.1,22.4,21.8,20.5,19.9,21.2,22]},{"component":"Card","id":"bestSellerCard","variant":"card","direction":"column","gap":"s","children":["bestSellerHeader","bestSellerChart"]},{"component":"CardHeader","id":"bestSellerHeader","component":"CardHeader","title":"6. 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Crash Rate by App Version","subtitle":"Crashes per 1,000 sessions • Last 24h"},{"component":"BarChart","id":"crashBarChart","component":"BarChart","labels":["v2.4.2-beta","v2.4.1","v2.4.0","v2.3.9","v2.3.8"],"series":["crashSeries"],"variant":"grouped","xLabel":"Version","yLabel":"% crash"},{"component":"Series","id":"crashSeries","component":"Series","category":"Crash Rate %","values":[2.1,0.8,1.4,0.5,2.8]},{"component":"Card","id":"rightCol","direction":"column","gap":"m","variant":"clear","children":["serverHealthCard","eventsCard","moderationCard","experimentsCard","patchNotesCard"]},{"component":"Card","id":"serverHealthCard","variant":"card","direction":"column","gap":"s","children":["serverHealthHeader","serverTable"]},{"component":"CardHeader","id":"serverHealthHeader","component":"CardHeader","title":"7. 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Moderation Queue","subtitle":"Requires review"},{"component":"Card","id":"moderationRow","variant":"clear","direction":"row","gap":"m","children":["reportsCard","appealsCard"]},{"component":"Card","id":"reportsCard","variant":"sunk","direction":"column","gap":"xs","children":["reportsHeaderInside","reportsValue"]},{"component":"TextContent","id":"reportsHeaderInside","component":"TextContent","text":"10. Player Reports","size":"small-heavy"},{"component":"TextContent","id":"reportsValue","component":"TextContent","text":"342 awaiting review","size":"large"},{"component":"Card","id":"appealsCard","variant":"sunk","direction":"column","gap":"xs","children":["appealsHeaderInside","appealsValue"]},{"component":"TextContent","id":"appealsHeaderInside","component":"TextContent","text":"11. Ban Appeals","size":"small-heavy"},{"component":"TextContent","id":"appealsValue","component":"TextContent","text":"87 awaiting review","size":"large"},{"component":"Table","id":"moderationTable","component":"Table","columns":["colReportType","colCount","colAction"]},{"component":"Col","id":"colReportType","component":"Col","label":"Queue","data":["Chat Toxicity","Cheating / Exploit","Griefing","Ban Appeal - False Positive"],"type":"string"},{"component":"Col","id":"colCount","component":"Col","label":"Count","data":[148,96,98,87],"type":"number"},{"component":"Col","id":"colAction","component":"Col","label":"Oldest","data":["12m ago","28m ago","1h ago","3h ago"],"type":"string"},{"component":"Card","id":"experimentsCard","variant":"card","direction":"column","gap":"s","children":["experimentsHeader","expRow"]},{"component":"CardHeader","id":"experimentsHeader","component":"CardHeader","title":"13. Running Experiments (A/B)","subtitle":"2 active • 50/50 split • 7 days remaining"},{"component":"Card","id":"expRow","variant":"clear","direction":"row","gap":"m","children":["expACard","expBCard"]},{"component":"Card","id":"expACard","variant":"sunk","direction":"column","gap":"xs","children":["expATitle","expADesc","expAProgress","expATag"]},{"component":"TextContent","id":"expATitle","component":"TextContent","text":"EXP-41: Double Daily Reward","size":"small-heavy"},{"component":"TextContent","id":"expADesc","component":"TextContent","text":"Variant B +12.3% D1 retention (p=0.02) • +4.1% ARPDAU • n=84K","size":"small"},{"component":"Progress","id":"expAProgress","component":"Progress","value":68,"label":"Confidence 68% - trending win"},{"component":"Badge","id":"expATag","component":"Badge","text":"Recommend: Ship","variant":"secondary"},{"component":"Card","id":"expBCard","variant":"sunk","direction":"column","gap":"xs","children":["expBTitle","expBDesc","expBProgress","expBTag"]},{"component":"TextContent","id":"expBTitle","component":"TextContent","text":"EXP-42: New Tutorial Flow","size":"small-heavy"},{"component":"TextContent","id":"expBDesc","component":"TextContent","text":"Variant B -3.0% early churn, -1.2% conversion (p=0.18) • n=79K","size":"small"},{"component":"Progress","id":"expBProgress","component":"Progress","value":42,"label":"Inconclusive - keep running"},{"component":"Badge","id":"expBTag","component":"Badge","text":"Hold","variant":"outline"},{"component":"Card","id":"patchNotesCard","variant":"card","direction":"column","gap":"s","children":["patchNotesHeader","patchForm"]},{"component":"CardHeader","id":"patchNotesHeader","component":"CardHeader","title":"14. Draft Patch Notes","subtitle":"Create and preview notes for next hotfix / release"},{"component":"Form","id":"patchForm","component":"Form","name":"patchNotesForm","buttons":"patchFormButtons","fields":["patchTitleInputControl","patchNotesInputControl","patchRegionControl"]},{"component":"Buttons","id":"patchFormButtons","component":"Buttons","buttons":["btnSaveDraft","btnPreview"],"direction":"row"},{"component":"Button","id":"btnSaveDraft","component":"Button","label":"Save Draft","variant":"primary"},{"component":"Button","id":"btnPreview","component":"Button","label":"Preview Markdown","variant":"secondary"},{"component":"FormControl","id":"patchTitleInputControl","component":"FormControl","label":"Patch Title","input":"patchTitleInput","hint":"e.g., v2.4.2-hotfix.1 - Crash fix + Siege tuning"},{"component":"Input","id":"patchTitleInput","component":"Input","name":"patchTitle","placeholder":"v2.4.2-hotfix.1"},{"component":"FormControl","id":"patchNotesInputControl","component":"FormControl","label":"Notes (Markdown)","input":"patchNotesInput","hint":"Supports markdown - will be shown in launcher"},{"component":"TextArea","id":"patchNotesInput","component":"TextArea","name":"patchNotes","placeholder":"- Fixed crash on v2.4.0 when opening Dragon Chest\n- Nerfed Siege boss HP -8% (EU latency compensation)\n- Gold sink +5% on rerolls to curb inflation","rows":4},{"component":"FormControl","id":"patchRegionControl","component":"FormControl","label":"Target Region for Patch","input":"patchRegionSelect"},{"component":"Select","id":"patchRegionSelect","component":"Select","name":"patchRegion","items":["patchOptGlobal","patchOptUSEast","patchOptEU"],"placeholder":"Global"},{"component":"SelectItem","id":"patchOptGlobal","component":"SelectItem","value":"Global","label":"Global - All Regions"},{"component":"SelectItem","id":"patchOptUSEast","component":"SelectItem","value":"US-East","label":"US-East only"},{"component":"SelectItem","id":"patchOptEU","component":"SelectItem","value":"EU-Central","label":"EU-Central only"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..98a7d7db7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r3.txt
@@ -0,0 +1,5 @@
+Live-Ops Command Center built — covers all 16 items in one screen with region focus, patch drafting, and hotfix shipping.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"liveops-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Live-Ops Command"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"liveops-dashboard","components":[{"component":"Card","id":"root","children":["header","controlBar","kpiRow","chartRow","commerceInfraRow","liveOpsRow","experimentsOpsRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Live-Ops Command Center","subtitle":"Studio: Aetherfall • Build 2.4.1 • Updated just now — UTC 14:42"},{"component":"Card","id":"controlBar","children":["regionFocusControl","hotfixDialog","controlBarHint"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"FormControl","id":"regionFocusControl","label":"Focus on one region (15)","input":"regionSelect","hint":"Filters KPIs, servers & crash data below"},{"component":"Select","id":"regionSelect","name":"region_focus","items":["regionAll","regionNA","regionEU","regionAP","regionSA"],"placeholder":"All Regions (Global)","value":"All Regions"},{"component":"SelectItem","id":"regionAll","component":"SelectItem","value":"all","label":"All Regions (Global)"},{"component":"SelectItem","id":"regionNA","component":"SelectItem","value":"na","label":"NA-East"},{"component":"SelectItem","id":"regionEU","component":"SelectItem","value":"eu","label":"EU-West"},{"component":"SelectItem","id":"regionAP","component":"SelectItem","value":"ap","label":"AP-Southeast"},{"component":"SelectItem","id":"regionSA","component":"SelectItem","value":"sa","label":"SA-Brazil"},{"component":"AlertDialogBlock","id":"hotfixDialog","triggerLabel":"🚀 Ship Hotfix (16)","title":"Ship Hotfix to Production?","description":"This will push build 2.4.2 to all regions filtered above. Requires on-call approval. Continue?","confirmLabel":"Ship Now","cancelLabel":"Cancel","triggerVariant":"destructive"},{"component":"TextContent","id":"controlBarHint","text":"Tip: Select a region to isolate health, players & revenue. Hotfix respects the filter.","size":"small"},{"component":"Card","id":"kpiRow","children":["kpiOnlineCard","kpiDauCard","kpiMauCard","kpiRevenueCard","kpiArpuCard"],"direction":"row","gap":"s","variant":"clear"},{"component":"Card","id":"kpiOnlineCard","children":["kpiOnlineLabel","kpiOnlineValue","kpiOnlineTrend"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiOnlineLabel","text":"1. PLAYERS ONLINE NOW","size":"small"},{"component":"Heading","id":"kpiOnlineValue","text":"84,392","level":"h1"},{"component":"Tag","id":"kpiOnlineTrend","text":"▲ 12% vs 1h ago • Peak 91k","variant":"success","size":"sm"},{"component":"Card","id":"kpiDauCard","children":["kpiDauLabel","kpiDauValue","kpiDauSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiDauLabel","text":"2. DAILY ACTIVE (DAU)","size":"small"},{"component":"Heading","id":"kpiDauValue","text":"412,805","level":"h2"},{"component":"TextContent","id":"kpiDauSub","text":"MAU: 4,208,112 • DAU/MAU 9.8%","size":"small"},{"component":"Card","id":"kpiMauCard","children":["kpiMauLabel","kpiMauValue","kpiMauSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiMauLabel","text":"2. MONTHLY ACTIVE (MAU)","size":"small"},{"component":"Heading","id":"kpiMauValue","text":"4.2M","level":"h2"},{"component":"TextContent","id":"kpiMauSub","text":"+3.1% MoM • Stickiness 9.8%","size":"small"},{"component":"Card","id":"kpiRevenueCard","children":["kpiRevenueLabel","kpiRevenueValue","kpiRevenueSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiRevenueLabel","text":"3. REVENUE TODAY","size":"small"},{"component":"Heading","id":"kpiRevenueValue","text":"$127,430","level":"h2"},{"component":"Tag","id":"kpiRevenueSub","text":"▲ 8.4% vs yesterday • $89k IAP + $38k Ads","variant":"info","size":"sm"},{"component":"Card","id":"kpiArpuCard","children":["kpiArpuLabel","kpiArpuValue","kpiArpuSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiArpuLabel","text":"4. REVENUE PER USER","size":"small"},{"component":"Heading","id":"kpiArpuValue","text":"$0.31 ARPU","level":"h2"},{"component":"TextContent","id":"kpiArpuSub","text":"$4.82 ARPPU • 6.4% payers","size":"small"},{"component":"Card","id":"chartRow","children":["sessionCard","inflationCard","crashCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"sessionCard","children":["sessionHeader","sessionChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"sessionHeader","title":"5. Session Length — Last 14 Days","subtitle":"Avg minutes per session • Global (filtered by region)"},{"component":"LineChart","id":"sessionChart","labels":["Apr 30","May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12","May 13"],"series":["sessionSeries"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},{"component":"Series","id":"sessionSeries","category":"Avg Session","values":[18.2,19.1,18.8,20.4,21.2,19.9,20.1,22.3,21.8,20.5,23.1,22.7,21.9,22.4]},{"component":"Card","id":"inflationCard","children":["inflationHeader","inflationChart","inflationTag"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"inflationHeader","title":"12. Currency Inflation","subtitle":"Gold sink vs faucet • 14-day trend"},{"component":"AreaChart","id":"inflationChart","labels":["Apr 30","May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12","May 13"],"series":["inflationSeries"],"variant":"natural","xLabel":"Date","yLabel":"Inflation %"},{"component":"Series","id":"inflationSeries","category":"Net Inflation","values":[1.2,1.4,1.8,2.1,2.4,2.2,2.8,3.1,3.4,3.2,3.6,3.9,3.5,3.2]},{"component":"Tag","id":"inflationTag","text":"⚠️ 3.2% weekly — above 3% threshold, sink needed","variant":"warning","size":"sm"},{"component":"Card","id":"crashCard","children":["crashHeader","crashChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"crashHeader","title":"8. Crash Rate by App Version","subtitle":"Crashes per 1,000 sessions • Last 24h"},{"component":"BarChart","id":"crashChart","labels":["2.4.1","2.4.0","2.3.9","2.3.8"],"series":["crashSeries"],"variant":"grouped","xLabel":"Version","yLabel":"Crash %"},{"component":"Series","id":"crashSeries","category":"Crash Rate","values":[0.82,1.42,2.1,3.35]},{"component":"Card","id":"commerceInfraRow","children":["bestSellersCard","regionsCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"bestSellersCard","children":["bestSellersHeader","bestSellersTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"bestSellersHeader","title":"6. Best-Selling Items (Units)","subtitle":"Today • By units sold"},{"component":"Table","id":"bestSellersTable","columns":["colItem","colUnits","colRevenue2"]},{"component":"Col","id":"colItem","label":"Item","data":["Phoenix Feather Skin","2x XP Boost (24h)","Gold Vault 10k","Mythic Loot Crate","Battle Pass Tier Skip"],"type":"string"},{"component":"Col","id":"colUnits","label":"Units","data":[12430,9870,7650,5430,4210],"type":"number"},{"component":"Col","id":"colRevenue2","label":"Revenue","data":["$38,210","$19,740","$15,300","$27,150","$12,630"],"type":"string"},{"component":"Card","id":"regionsCard","children":["regionsHeader","regionsTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"regionsHeader","title":"7. Server Regions & Health","subtitle":"Use region filter above to focus (15)"},{"component":"Table","id":"regionsTable","columns":["colRegion","colHealth","colPlayersR","colLatency","colUptime"]},{"component":"Col","id":"colRegion","label":"Region","data":["NA-East","EU-West","AP-Southeast","SA-Brazil"],"type":"string"},{"component":"Col","id":"colHealth","label":"Health","data":["● Healthy","● Degraded","● Healthy","● Healthy"],"type":"string"},{"component":"Col","id":"colPlayersR","label":"Players","data":[34210,28140,16200,5842],"type":"number"},{"component":"Col","id":"colLatency","label":"Latency","data":["42ms","89ms","68ms","112ms"],"type":"string"},{"component":"Col","id":"colUptime","label":"Uptime","data":["99.98%","99.21%","99.95%","99.88%"],"type":"string"},{"component":"Card","id":"liveOpsRow","children":["eventsCard","moderationCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"eventsCard","children":["eventsHeader","eventsTabs"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"eventsHeader","title":"9. Live Events","subtitle":"Running & Upcoming"},{"component":"Tabs","id":"eventsTabs","items":["tabRunning","tabUpcoming"]},{"component":"TabItem","id":"tabRunning","value":"running","trigger":"Running (2)","content":["runningList"]},{"component":"ListBlock","id":"runningList","items":["runningItem1","runningItem2"],"variant":"number"},{"component":"ListItem","id":"runningItem1","title":"Double Gold Rush — LIVE","subtitle":"Ends in 14h 22m • 68k participants • +22% revenue"},{"component":"ListItem","id":"runningItem2","title":"Guild Siege: Dawn — LIVE","subtitle":"Ends in 2d 4h • 12.4k guilds • CCU +9%"},{"component":"TabItem","id":"tabUpcoming","value":"upcoming","trigger":"Upcoming (2)","content":["upcomingList"]},{"component":"ListBlock","id":"upcomingList","items":["upcomingItem1","upcomingItem2"],"variant":"number"},{"component":"ListItem","id":"upcomingItem1","title":"Anniversary Loot Frenzy — May 15","subtitle":"Scheduled • Rewards 3x • Push approved"},{"component":"ListItem","id":"upcomingItem2","title":"Ranked Season Reset — May 18","subtitle":"Draft • Needs patch notes"},{"component":"Card","id":"moderationCard","children":["moderationHeader","reportsHeader","reportsList","separatorMod","appealsHeader","appealsList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"moderationHeader","title":"Moderation Queue","subtitle":"Requires review"},{"component":"TextContent","id":"reportsHeader","text":"10. Player Reports — 47 awaiting review","size":"small-heavy"},{"component":"ListBlock","id":"reportsList","items":["reportItem1","reportItem2"],"variant":"number"},{"component":"ListItem","id":"reportItem1","title":"47 reports • 12 flagged toxic chat • 9 griefing","subtitle":"Oldest: 42m ago • Auto-filter 83% • View Queue"},{"component":"ListItem","id":"reportItem2","title":"Top reported: Player_8821 (6 reports)","subtitle":"Last match NA-East • Evidence: chat log + replay"},{"component":"Separator","id":"separatorMod","component":"Separator","orientation":"horizontal","decorative":true},{"component":"TextContent","id":"appealsHeader","text":"11. Ban Appeals — 12 awaiting review","size":"small-heavy"},{"component":"ListBlock","id":"appealsList","items":["appealItem1","appealItem2"],"variant":"number"},{"component":"ListItem","id":"appealItem1","title":"12 appeals • 4 permabans • 8 temp bans","subtitle":"SLA: 7 overdue >24h"},{"component":"ListItem","id":"appealItem2","title":"Appeal #4419 — False positive? Anti-cheat flag","subtitle":"User: Vortex_K • 2.4.0 crash loop cited"},{"component":"Card","id":"experimentsOpsRow","children":["experimentsCard","patchCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"experimentsCard","children":["expHeader","expTable","expCallout"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"expHeader","title":"13. Running Experiments (A/B)","subtitle":"Results — 2 active • 95% significance"},{"component":"Table","id":"expTable","columns":["colExpName","colVariantA","colVariantB","colLift","colStatusExp"]},{"component":"Col","id":"colExpName","label":"Experiment","data":["New Player Tutorial v2","Shop Bundle Pricing $4.99 vs $9.99"],"type":"string"},{"component":"Col","id":"colVariantA","label":"Control","data":["D1 38.2%","Conv 4.1% • $0.28 ARPU"],"type":"string"},{"component":"Col","id":"colVariantB","label":"Variant","data":["D1 40.9%","Conv 5.3% • $0.34 ARPU"],"type":"string"},{"component":"Col","id":"colLift","label":"Lift","data":["+7.1% ✓","+$0.06 • +29% ✓"],"type":"string"},{"component":"Col","id":"colStatusExp","label":"Decision","data":["Ship: p=0.02","Ship $4.99: p=0.01"],"type":"string"},{"component":"Callout","id":"expCallout","component":"Callout","variant":"success","title":"Recommendation","description":"Both experiments winning. Ship tutorial v2 and $4.99 bundle with next hotfix."},{"component":"Card","id":"patchCard","children":["patchHeader","patchForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"patchHeader","title":"14. Draft Patch Notes","subtitle":"Compose, preview & stage for release"},{"component":"Form","id":"patchForm","name":"patchNotes","buttons":"patchFormButtons","fields":["fcTitle","fcCategory","fcNotes"]},{"component":"FormControl","id":"fcTitle","label":"Patch Title","input":"patchTitleInput","hint":"e.g., Hotfix 2.4.2 — Crash & Economy Tuning"},{"component":"Input","id":"patchTitleInput","name":"patch_title","placeholder":"Hotfix 2.4.2 — ...","value":"Hotfix 2.4.2 — EU Latency + Gold Sink"},{"component":"FormControl","id":"fcCategory","label":"Category","input":"patchCategorySelect"},{"component":"Select","id":"patchCategorySelect","name":"patch_category","items":["patchCatItem1","patchCatItem2","patchCatItem3"],"placeholder":"Select category","value":"Balance"},{"component":"SelectItem","id":"patchCatItem1","component":"SelectItem","value":"Balance","label":"Balance / Economy"},{"component":"SelectItem","id":"patchCatItem2","component":"SelectItem","value":"Fix","label":"Bug Fix / Stability"},{"component":"SelectItem","id":"patchCatItem3","component":"SelectItem","value":"Content","label":"Content / Event"},{"component":"FormControl","id":"fcNotes","label":"Notes (Markdown)","input":"patchNotesArea","hint":"Supports markdown • Will be shown in launcher"},{"component":"TextArea","id":"patchNotesArea","name":"patch_notes","placeholder":"- Fixed crash on 2.3.9...","value":"- Reduced Gold faucet +15% (Daily quests)\n- Increased Gold sink: reroll cost 200→300\n- Fixed EU-West packet loss (99.21% → target 99.9%)\n- Crash fix for v2.3.8/2.3.9 (3.35% → <1%)\n- Shop: $4.99 starter bundle now permanent","rows":5},{"component":"Buttons","id":"patchFormButtons","buttons":["btnSaveDraft","btnPreview"],"direction":"row"},{"component":"Button","id":"btnSaveDraft","label":"Save Draft","variant":"secondary"},{"component":"Button","id":"btnPreview","label":"Preview & Stage","variant":"primary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..f7d81dee9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-game__r4.txt
@@ -0,0 +1,714 @@
+Live Ops Command Center - covering all 16 requested metrics and actions in one screen.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "liveops-command-v1",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "LiveOps Command"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "liveops-command-v1",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "variant": "clear",
+        "children": [
+          "header",
+          "kpiRow",
+          "controlsRow",
+          "mainRow1",
+          "serverHealthCard",
+          "crashRateCard",
+          "eventsModerationRow",
+          "economyRow",
+          "patchNotesCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Live Ops Command Center",
+        "subtitle": "Studio: Aetherfall • Shard: Global • Last sync: 2s ago • UTC 2026-05-18 14:42"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "wrap": true,
+        "children": ["cardOnline", "cardDauMau", "cardRevenueToday", "cardArpu"]
+      },
+      {
+        "id": "cardOnline",
+        "component": "Card",
+        "variant": "card",
+        "children": ["textOnlineLabel", "textOnlineValue", "textOnlineSub", "badgeOnlineLive"]
+      },
+      {
+        "id": "textOnlineLabel",
+        "component": "TextContent",
+        "text": "1. Players Online Right Now",
+        "size": "small"
+      },
+      {
+        "id": "textOnlineValue",
+        "component": "TextContent",
+        "text": "18,442",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textOnlineSub",
+        "component": "TextContent",
+        "text": "▲ +1,203 vs 1h ago • Peak today 21,104",
+        "size": "small"
+      },
+      {
+        "id": "badgeOnlineLive",
+        "component": "Badge",
+        "text": "● LIVE",
+        "variant": "secondary"
+      },
+      {
+        "id": "cardDauMau",
+        "component": "Card",
+        "variant": "card",
+        "children": ["textDauLabel", "textDauValue", "textMauValue", "progressDauMau"]
+      },
+      {
+        "id": "textDauLabel",
+        "component": "TextContent",
+        "text": "2. Daily & Monthly Active Players",
+        "size": "small"
+      },
+      {
+        "id": "textDauValue",
+        "component": "TextContent",
+        "text": "DAU 127,430",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textMauValue",
+        "component": "TextContent",
+        "text": "MAU 1,420,880 • DAU/MAU 9.0%",
+        "size": "small"
+      },
+      {
+        "id": "progressDauMau",
+        "component": "Progress",
+        "value": 9,
+        "label": "Stickiness"
+      },
+      {
+        "id": "cardRevenueToday",
+        "component": "Card",
+        "variant": "card",
+        "children": ["textRevLabel", "textRevValue", "textRevSub"]
+      },
+      {
+        "id": "textRevLabel",
+        "component": "TextContent",
+        "text": "3. Revenue Today",
+        "size": "small"
+      },
+      {
+        "id": "textRevValue",
+        "component": "TextContent",
+        "text": "$43,820",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textRevSub",
+        "component": "TextContent",
+        "text": "▲ 8.4% vs yesterday • MTD $612k",
+        "size": "small"
+      },
+      {
+        "id": "cardArpu",
+        "component": "Card",
+        "variant": "card",
+        "children": ["textArpuLabel", "textArpuValue", "textArpuSub"]
+      },
+      {
+        "id": "textArpuLabel",
+        "component": "TextContent",
+        "text": "4. Revenue Per User (ARPU)",
+        "size": "small"
+      },
+      {
+        "id": "textArpuValue",
+        "component": "TextContent",
+        "text": "$0.34",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textArpuSub",
+        "component": "TextContent",
+        "text": "ARPDAU $0.34 • ARPPU $4.12",
+        "size": "small"
+      },
+      {
+        "id": "controlsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "wrap": true,
+        "children": ["regionFocusCard", "hotfixCard"]
+      },
+      {
+        "id": "regionFocusCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["regionFocusHeader", "regionFocusText", "regionSelect", "regionFocusButton"]
+      },
+      {
+        "id": "regionFocusHeader",
+        "component": "CardHeader",
+        "title": "15. Focus on One Region",
+        "subtitle": "Filter entire dashboard by shard"
+      },
+      {
+        "id": "regionFocusText",
+        "component": "TextContent",
+        "text": "Select a region to isolate KPIs, logs and events. Currently: **Global (All Regions)**",
+        "size": "small"
+      },
+      {
+        "id": "regionSelect",
+        "component": "Select",
+        "name": "region_focus",
+        "placeholder": "Choose region...",
+        "items": ["regionSelectItemGlobal", "regionSelectItemUSEast", "regionSelectItemUSWest", "regionSelectItemEU", "regionSelectItemAP", "regionSelectItemSA"]
+      },
+      {
+        "id": "regionSelectItemGlobal",
+        "component": "SelectItem",
+        "value": "global",
+        "label": "Global (All Regions)"
+      },
+      {
+        "id": "regionSelectItemUSEast",
+        "component": "SelectItem",
+        "value": "us-east",
+        "label": "US-East"
+      },
+      {
+        "id": "regionSelectItemUSWest",
+        "component": "SelectItem",
+        "value": "us-west",
+        "label": "US-West"
+      },
+      {
+        "id": "regionSelectItemEU",
+        "component": "SelectItem",
+        "value": "eu-central",
+        "label": "EU-Central"
+      },
+      {
+        "id": "regionSelectItemAP",
+        "component": "SelectItem",
+        "value": "ap-southeast",
+        "label": "AP-Southeast"
+      },
+      {
+        "id": "regionSelectItemSA",
+        "component": "SelectItem",
+        "value": "sa-east",
+        "label": "SA-East"
+      },
+      {
+        "id": "regionFocusButton",
+        "component": "Button",
+        "label": "Apply Region Filter",
+        "variant": "primary"
+      },
+      {
+        "id": "hotfixCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["hotfixHeader", "hotfixText", "hotfixDialog"]
+      },
+      {
+        "id": "hotfixHeader",
+        "component": "CardHeader",
+        "title": "16. Ship a Hotfix",
+        "subtitle": "Build 2.15.1 • Ready to deploy"
+      },
+      {
+        "id": "hotfixText",
+        "component": "TextContent",
+        "text": "Fixes crash on 2.15.0-beta (1.85% → est. 0.35%) and EU latency spike. Requires 1-click approval.",
+        "size": "small"
+      },
+      {
+        "id": "hotfixDialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "🚀 Ship Hotfix Now",
+        "title": "Confirm Hotfix Deployment?",
+        "description": "This will push 2.15.1 to all regions (staged: 10% → 50% → 100%) and auto-post to #live-ops. Rollback window: 15 min.",
+        "confirmLabel": "Deploy",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "destructive"
+      },
+      {
+        "id": "mainRow1",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "wrap": true,
+        "children": ["sessionLengthCard", "bestSellersCard"]
+      },
+      {
+        "id": "sessionLengthCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["sessionLengthHeader", "sessionLengthChart", "sessionSeries"]
+      },
+      {
+        "id": "sessionLengthHeader",
+        "component": "CardHeader",
+        "title": "5. Session Length — Past 14 Days",
+        "subtitle": "Avg. minutes per session • May 5 - May 18"
+      },
+      {
+        "id": "sessionLengthChart",
+        "component": "LineChart",
+        "labels": ["May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18"],
+        "series": ["sessionSeries"],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Minutes"
+      },
+      {
+        "id": "sessionSeries",
+        "component": "Series",
+        "category": "Avg Session",
+        "values": [18.2, 19.1, 17.8, 20.3, 21, 19.5, 22.1, 21.4, 20.8, 19.9, 22.5, 23, 21.7, 22.9]
+      },
+      {
+        "id": "bestSellersCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["bestSellersHeader", "bestSellersChart", "bestSellersSeries"]
+      },
+      {
+        "id": "bestSellersHeader",
+        "component": "CardHeader",
+        "title": "6. Best-Selling Items (Units)",
+        "subtitle": "Today • Top 5 SKUs"
+      },
+      {
+        "id": "bestSellersChart",
+        "component": "HorizontalBarChart",
+        "labels": ["Mythic Chest", "Battle Pass", "Gold 10k Pack", "XP Boost 7d", "Skin: Voidblade"],
+        "series": ["bestSellersSeries"],
+        "xLabel": "Units Sold",
+        "yLabel": "Item"
+      },
+      {
+        "id": "bestSellersSeries",
+        "component": "Series",
+        "category": "Units",
+        "values": [8420, 6230, 5890, 4120, 3650]
+      },
+      {
+        "id": "serverHealthCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["serverHealthHeader", "serverHealthTable"]
+      },
+      {
+        "id": "serverHealthHeader",
+        "component": "CardHeader",
+        "title": "7. Each Server Region & Health",
+        "subtitle": "Latency, player load and status • Auto-refresh 10s"
+      },
+      {
+        "id": "serverHealthTable",
+        "component": "Table",
+        "columns": ["colRegion", "colHealth", "colLatency", "colPlayers", "colUptime"]
+      },
+      {
+        "id": "colRegion",
+        "component": "Col",
+        "label": "Region",
+        "data": ["US-East", "US-West", "EU-Central", "AP-Southeast", "SA-East"],
+        "type": "string"
+      },
+      {
+        "id": "colHealth",
+        "component": "Col",
+        "label": "Health",
+        "data": ["Healthy", "Healthy", "Degraded", "Healthy", "Maintenance"],
+        "type": "string"
+      },
+      {
+        "id": "colLatency",
+        "component": "Col",
+        "label": "Latency",
+        "data": ["32 ms", "41 ms", "98 ms", "44 ms", "120 ms"],
+        "type": "string"
+      },
+      {
+        "id": "colPlayers",
+        "component": "Col",
+        "label": "Players",
+        "data": [5420, 3890, 6100, 3010, 22],
+        "type": "number"
+      },
+      {
+        "id": "colUptime",
+        "component": "Col",
+        "label": "Uptime (30d)",
+        "data": ["99.98%", "99.95%", "98.42%", "99.91%", "96.10%"],
+        "type": "string"
+      },
+      {
+        "id": "crashRateCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["crashRateHeader", "crashRateChart", "crashSeries"]
+      },
+      {
+        "id": "crashRateHeader",
+        "component": "CardHeader",
+        "title": "8. Crash Rate by App Version",
+        "subtitle": "% sessions ending in crash • Last 24h"
+      },
+      {
+        "id": "crashRateChart",
+        "component": "BarChart",
+        "labels": ["2.14.0", "2.14.1", "2.15.0-beta", "2.15.0"],
+        "series": ["crashSeries"],
+        "variant": "grouped",
+        "xLabel": "Version",
+        "yLabel": "Crash %"
+      },
+      {
+        "id": "crashSeries",
+        "component": "Series",
+        "category": "Crash Rate",
+        "values": [0.42, 0.31, 1.85, 0.58]
+      },
+      {
+        "id": "eventsModerationRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "wrap": true,
+        "children": ["eventsCard", "reportsCard", "appealsCard"]
+      },
+      {
+        "id": "eventsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["eventsHeader", "eventsList"]
+      },
+      {
+        "id": "eventsHeader",
+        "component": "CardHeader",
+        "title": "9. Live Events — Running & Upcoming",
+        "subtitle": "3 active, 2 scheduled"
+      },
+      {
+        "id": "eventsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["eventsListItem1", "eventsListItem2", "eventsListItem3"]
+      },
+      {
+        "id": "eventsListItem1",
+        "component": "ListItem",
+        "title": "🟢 Double XP Weekend — LIVE",
+        "subtitle": "Ends in 14h 22m • 68k participants • +18% session length"
+      },
+      {
+        "id": "eventsListItem2",
+        "component": "ListItem",
+        "title": "🟢 Loot Goblin Frenzy — LIVE",
+        "subtitle": "Ends in 2h 05m • 41k participants"
+      },
+      {
+        "id": "eventsListItem3",
+        "component": "ListItem",
+        "title": "🟡 Raid Boss: Invasion — UPCOMING",
+        "subtitle": "Starts May 19 18:00 UTC • Scheduled • Push notif queued"
+      },
+      {
+        "id": "reportsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["reportsHeader", "reportsValue", "reportsList"]
+      },
+      {
+        "id": "reportsHeader",
+        "component": "CardHeader",
+        "title": "10. Player Reports",
+        "subtitle": "Awaiting review"
+      },
+      {
+        "id": "reportsValue",
+        "component": "TextContent",
+        "text": "47 reports pending",
+        "size": "large-heavy"
+      },
+      {
+        "id": "reportsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["reportsListItem1", "reportsListItem2"]
+      },
+      {
+        "id": "reportsListItem1",
+        "component": "ListItem",
+        "title": "Toxic chat • 23 cases",
+        "subtitle": "Oldest: 18m ago • Auto-flag 12"
+      },
+      {
+        "id": "reportsListItem2",
+        "component": "ListItem",
+        "title": "Cheating / Exploits • 24 cases",
+        "subtitle": "Oldest: 42m ago • Priority: High"
+      },
+      {
+        "id": "appealsCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["appealsHeader", "appealsValue", "appealsList"]
+      },
+      {
+        "id": "appealsHeader",
+        "component": "CardHeader",
+        "title": "11. Ban Appeals",
+        "subtitle": "Awaiting review"
+      },
+      {
+        "id": "appealsValue",
+        "component": "TextContent",
+        "text": "12 appeals pending",
+        "size": "large-heavy"
+      },
+      {
+        "id": "appealsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["appealsListItem1"]
+      },
+      {
+        "id": "appealsListItem1",
+        "component": "ListItem",
+        "title": "Avg wait 4.2h • 3 urgent (permabans)",
+        "subtitle": "SLA: 24h • Oldest: 6h ago"
+      },
+      {
+        "id": "economyRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "variant": "clear",
+        "wrap": true,
+        "children": ["inflationCard", "experimentACard", "experimentBCard"]
+      },
+      {
+        "id": "inflationCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["inflationHeader", "inflationTextValue", "inflationChart", "inflationSeries"]
+      },
+      {
+        "id": "inflationHeader",
+        "component": "CardHeader",
+        "title": "12. In-Game Currency Inflation",
+        "subtitle": "Gold price index • WoW change"
+      },
+      {
+        "id": "inflationTextValue",
+        "component": "TextContent",
+        "text": "+2.3% WoW • Index 104.7 • Alert threshold 3%",
+        "size": "small"
+      },
+      {
+        "id": "inflationChart",
+        "component": "AreaChart",
+        "labels": ["May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18"],
+        "series": ["inflationSeries"],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "%"
+      },
+      {
+        "id": "inflationSeries",
+        "component": "Series",
+        "category": "Inflation",
+        "values": [1.1, 1.3, 1.5, 1.8, 2, 1.9, 2.1, 2.3, 2.2, 2.4, 2.6, 2.5, 2.3, 2.3]
+      },
+      {
+        "id": "experimentACard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["experimentAHeader", "experimentAText", "experimentAProgress"]
+      },
+      {
+        "id": "experimentAHeader",
+        "component": "CardHeader",
+        "title": "13a. Experiment: Starter Bundle v2",
+        "subtitle": "Running • 50/50 • n=84k • Day 6/7"
+      },
+      {
+        "id": "experimentAText",
+        "component": "TextContent",
+        "text": "Control $2.99 vs Variant $4.99 (+extra 500 Gold). **+12.0% conversion** (3.1% → 3.47%) • p=0.03 ✅ • Revenue +$8.2k/day",
+        "size": "small"
+      },
+      {
+        "id": "experimentAProgress",
+        "component": "Progress",
+        "value": 85,
+        "label": "Confidence - Ship recommended"
+      },
+      {
+        "id": "experimentBCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["experimentBHeader", "experimentBText", "experimentBProgress"]
+      },
+      {
+        "id": "experimentBHeader",
+        "component": "CardHeader",
+        "title": "13b. Experiment: Energy Cost -20%",
+        "subtitle": "Running • 50/50 • n=92k • Day 4/14"
+      },
+      {
+        "id": "experimentBText",
+        "component": "TextContent",
+        "text": "Reduces mission energy 10→8. **+4.2% D1 retention** (41.2% → 42.9%) • p=0.18 • Not significant yet • Sessions +1.1 min",
+        "size": "small"
+      },
+      {
+        "id": "experimentBProgress",
+        "component": "Progress",
+        "value": 28,
+        "label": "Confidence - Keep running"
+      },
+      {
+        "id": "patchNotesCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["patchNotesHeader", "patchNotesForm"]
+      },
+      {
+        "id": "patchNotesHeader",
+        "component": "CardHeader",
+        "title": "14. Draft Patch Notes",
+        "subtitle": "Compose, preview and publish to launcher + Discord"
+      },
+      {
+        "id": "patchNotesForm",
+        "component": "Form",
+        "name": "patchNotesForm",
+        "fields": ["patchTitleInputControl", "patchCategorySelectControl", "patchNotesTextControl"],
+        "buttons": "patchNotesFormButtons"
+      },
+      {
+        "id": "patchTitleInputControl",
+        "component": "FormControl",
+        "label": "Patch Title",
+        "input": "patchTitleInput",
+        "hint": "e.g., Hotfix 2.15.1 - Crash & EU Latency Fixes"
+      },
+      {
+        "id": "patchTitleInput",
+        "component": "Input",
+        "name": "patch_title",
+        "placeholder": "Hotfix 2.15.1 - ...",
+        "value": "Hotfix 2.15.1 - Stability & Economy Tuning"
+      },
+      {
+        "id": "patchCategorySelectControl",
+        "component": "FormControl",
+        "label": "Category",
+        "input": "patchCategorySelect"
+      },
+      {
+        "id": "patchCategorySelect",
+        "component": "Select",
+        "name": "patch_category",
+        "items": ["patchCategoryItem1", "patchCategoryItem2", "patchCategoryItem3"],
+        "placeholder": "Select category"
+      },
+      {
+        "id": "patchCategoryItem1",
+        "component": "SelectItem",
+        "value": "hotfix",
+        "label": "Hotfix"
+      },
+      {
+        "id": "patchCategoryItem2",
+        "component": "SelectItem",
+        "value": "balance",
+        "label": "Balance"
+      },
+      {
+        "id": "patchCategoryItem3",
+        "component": "SelectItem",
+        "value": "event",
+        "label": "Event"
+      },
+      {
+        "id": "patchNotesTextControl",
+        "component": "FormControl",
+        "label": "Notes (Markdown)",
+        "input": "patchNotesTextArea",
+        "hint": "Supports markdown • Will be posted to launcher"
+      },
+      {
+        "id": "patchNotesTextArea",
+        "component": "TextArea",
+        "name": "patch_notes",
+        "placeholder": "- Fixed crash on 2.15.0-beta...\n- Reduced EU-Central latency...\n- Adjusted Gold sink...",
+        "rows": 5,
+        "value": "• Fixed rare crash on launch (2.15.0-beta crash rate 1.85% → 0.35%)\n• Mitigated EU-Central latency spike (98ms → ~35ms)\n• Slight Gold sink buff to curb inflation (+2.3% WoW)\n• Double XP Weekend extended 12h"
+      },
+      {
+        "id": "patchNotesFormButtons",
+        "component": "Buttons",
+        "buttons": ["patchNotesSaveDraftBtn", "patchNotesSubmitBtn"],
+        "direction": "row"
+      },
+      {
+        "id": "patchNotesSaveDraftBtn",
+        "component": "Button",
+        "label": "Save Draft",
+        "variant": "secondary"
+      },
+      {
+        "id": "patchNotesSubmitBtn",
+        "component": "Button",
+        "label": "Publish Patch Notes",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..94734d193
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r1.txt
@@ -0,0 +1,1103 @@
+Factory Floor Supervisor console — covering OEE, production, lines, quality, and maintenance in one view.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "factory-console-001",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F766E",
+      "agentDisplayName": "FactoryOS Supervisor"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "factory-console-001",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "andonCard",
+          "kpiRow",
+          "controlsCard",
+          "linesCard",
+          "defectDowntimeRow",
+          "shiftStockRow",
+          "maintenanceDeliveriesRow",
+          "qualityWorkRow",
+          "scheduleCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Factory Floor Supervisor Console",
+        "subtitle": "Plant 1 • Today: 18 Jun 2026 • Shift B Active (14:00-22:00) • Auto-refresh: 30s"
+      },
+      {
+        "id": "andonCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "andonHeader",
+          "andonAlert1",
+          "andonAlert2",
+          "andonAlert3"
+        ]
+      },
+      {
+        "id": "andonHeader",
+        "component": "CardHeader",
+        "title": "Live Andon Alerts",
+        "subtitle": "16 • Real-time • Acknowledgement required"
+      },
+      {
+        "id": "andonAlert1",
+        "component": "Alert",
+        "variant": "destructive",
+        "title": "🔴 LINE C STOPPED — Material Jam",
+        "description": "Station C-03 • 14:22 • Down 18 min • Operator: J. Reyes • Ack required"
+      },
+      {
+        "id": "andonAlert2",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "🟡 LINE E DEGRADED — Temperature High",
+        "description": "Extruder E-01 at 94°C (limit 90°C) • Rate reduced to 67 u/hr • Maintenance notified"
+      },
+      {
+        "id": "andonAlert3",
+        "component": "Alert",
+        "variant": "default",
+        "title": "🔵 LINE A — Quality Check Request",
+        "description": "Batch B-8849 flagged for visual inspection • 14:08 • Awaiting QA"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "oeeCard",
+          "prodCard",
+          "energyCard",
+          "safetyCard"
+        ]
+      },
+      {
+        "id": "oeeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "oeeHeading",
+          "oeeValue",
+          "oeeProgress",
+          "oeeDetail"
+        ]
+      },
+      {
+        "id": "oeeHeading",
+        "component": "Heading",
+        "text": "1. Overall Equipment Effectiveness",
+        "level": "h4"
+      },
+      {
+        "id": "oeeValue",
+        "component": "TextContent",
+        "text": "84.2% OEE",
+        "size": "large-heavy"
+      },
+      {
+        "id": "oeeProgress",
+        "component": "Progress",
+        "value": 84.2,
+        "label": "Target 85%"
+      },
+      {
+        "id": "oeeDetail",
+        "component": "TextContent",
+        "text": "Avail 91% • Perf 94% • Qual 98.5% — Slightly below target due to Line C downtime",
+        "size": "small"
+      },
+      {
+        "id": "prodCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "prodHeading",
+          "prodProgress",
+          "prodText"
+        ]
+      },
+      {
+        "id": "prodHeading",
+        "component": "Heading",
+        "text": "2. Units Produced vs Target",
+        "level": "h4"
+      },
+      {
+        "id": "prodProgress",
+        "component": "Progress",
+        "value": 78.4,
+        "label": "7,842 / 10,000 units"
+      },
+      {
+        "id": "prodText",
+        "component": "TextContent",
+        "text": "78.4% of daily target • 2,158 remaining • On pace if Line C recovers by 15:00",
+        "size": "small"
+      },
+      {
+        "id": "energyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "energyHeading",
+          "energyText",
+          "energyChart",
+          "energySeries"
+        ]
+      },
+      {
+        "id": "energyHeading",
+        "component": "Heading",
+        "text": "12. Energy Use Today",
+        "level": "h4"
+      },
+      {
+        "id": "energyText",
+        "component": "TextContent",
+        "text": "582 kWh so far • Peak 92 kWh at 14:00 • 8% below yesterday",
+        "size": "small"
+      },
+      {
+        "id": "energySeries",
+        "component": "Series",
+        "category": "kWh",
+        "values": [
+          45,
+          62,
+          78,
+          85,
+          92,
+          88,
+          74
+        ]
+      },
+      {
+        "id": "energyChart",
+        "component": "AreaChart",
+        "labels": [
+          "06:00",
+          "08:00",
+          "10:00",
+          "12:00",
+          "14:00",
+          "16:00",
+          "18:00"
+        ],
+        "series": [
+          "energySeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Time",
+        "yLabel": "kWh"
+      },
+      {
+        "id": "safetyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "safetyHeading",
+          "safetyIncidents",
+          "safetyDays",
+          "safetyNote"
+        ]
+      },
+      {
+        "id": "safetyHeading",
+        "component": "Heading",
+        "text": "10. Safety",
+        "level": "h4"
+      },
+      {
+        "id": "safetyIncidents",
+        "component": "TextContent",
+        "text": "3 incidents YTD",
+        "size": "large-heavy"
+      },
+      {
+        "id": "safetyDays",
+        "component": "Tag",
+        "text": "42 days since last incident",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "safetyNote",
+        "component": "TextContent",
+        "text": "Last: 07 May — Slip in Packaging • Next toolbox talk: Tomorrow 06:30",
+        "size": "small"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": [
+          "lineFocusControl",
+          "exportButtons"
+        ]
+      },
+      {
+        "id": "lineFocusSelectItemAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Lines"
+      },
+      {
+        "id": "lineFocusSelectItemA",
+        "component": "SelectItem",
+        "value": "A",
+        "label": "Line A"
+      },
+      {
+        "id": "lineFocusSelectItemB",
+        "component": "SelectItem",
+        "value": "B",
+        "label": "Line B"
+      },
+      {
+        "id": "lineFocusSelectItemC",
+        "component": "SelectItem",
+        "value": "C",
+        "label": "Line C"
+      },
+      {
+        "id": "lineFocusSelectItemD",
+        "component": "SelectItem",
+        "value": "D",
+        "label": "Line D"
+      },
+      {
+        "id": "lineFocusSelectItemE",
+        "component": "SelectItem",
+        "value": "E",
+        "label": "Line E"
+      },
+      {
+        "id": "lineFocusSelect",
+        "component": "Select",
+        "name": "focusLine",
+        "placeholder": "Choose line to focus",
+        "items": [
+          "lineFocusSelectItemAll",
+          "lineFocusSelectItemA",
+          "lineFocusSelectItemB",
+          "lineFocusSelectItemC",
+          "lineFocusSelectItemD",
+          "lineFocusSelectItemE"
+        ],
+        "value": "all"
+      },
+      {
+        "id": "lineFocusControl",
+        "component": "FormControl",
+        "label": "15. Focus on One Line",
+        "hint": "Filters charts, tables and OEE to selected line",
+        "input": "lineFocusSelect"
+      },
+      {
+        "id": "exportButton",
+        "component": "Button",
+        "label": "17. Export Shift Report (PDF/CSV)",
+        "variant": "primary"
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "buttons": [
+          "exportButton"
+        ]
+      },
+      {
+        "id": "linesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "linesHeader",
+          "linesTable"
+        ]
+      },
+      {
+        "id": "linesHeader",
+        "component": "CardHeader",
+        "title": "3. Production Lines — Rate & Status",
+        "subtitle": "5 lines • Filtered by focus selector above"
+      },
+      {
+        "id": "linesTable",
+        "component": "Table",
+        "columns": [
+          "linesColLine",
+          "linesColRate",
+          "linesColStatus",
+          "linesColOEE",
+          "linesColOutput"
+        ]
+      },
+      {
+        "id": "linesColLine",
+        "component": "Col",
+        "label": "Line",
+        "data": [
+          "Line A",
+          "Line B",
+          "Line C",
+          "Line D",
+          "Line E"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "linesColRate",
+        "component": "Col",
+        "label": "Rate (u/hr)",
+        "data": [
+          142,
+          118,
+          0,
+          95,
+          67
+        ],
+        "type": "number"
+      },
+      {
+        "id": "linesColStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Running",
+          "Running",
+          "DOWN - Jam",
+          "Running",
+          "Degraded"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "linesColOEE",
+        "component": "Col",
+        "label": "OEE",
+        "data": [
+          "88%",
+          "86%",
+          "41%",
+          "83%",
+          "71%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "linesColOutput",
+        "component": "Col",
+        "label": "Today Output",
+        "data": [
+          1842,
+          1520,
+          890,
+          1230,
+          1360
+        ],
+        "type": "number"
+      },
+      {
+        "id": "defectDowntimeRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "defectCard",
+          "downtimeCard"
+        ]
+      },
+      {
+        "id": "defectCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "defectHeader",
+          "defectChart",
+          "defectSeries"
+        ]
+      },
+      {
+        "id": "defectHeader",
+        "component": "CardHeader",
+        "title": "4. Defect Rate — Past Month",
+        "subtitle": "Daily % • Target <2.0%"
+      },
+      {
+        "id": "defectSeries",
+        "component": "Series",
+        "category": "Defect %",
+        "values": [
+          2.3,
+          2.1,
+          1.9,
+          1.8,
+          2.4,
+          2,
+          1.6,
+          1.7
+        ]
+      },
+      {
+        "id": "defectChart",
+        "component": "LineChart",
+        "labels": [
+          "May 22",
+          "May 26",
+          "May 30",
+          "Jun 03",
+          "Jun 07",
+          "Jun 11",
+          "Jun 15",
+          "Jun 18"
+        ],
+        "series": [
+          "defectSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "%"
+      },
+      {
+        "id": "downtimeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "downtimeHeader",
+          "downtimeChart"
+        ]
+      },
+      {
+        "id": "downtimeHeader",
+        "component": "CardHeader",
+        "title": "5. Downtime Split by Cause",
+        "subtitle": "Last 7 days • Total 14.2 hrs"
+      },
+      {
+        "id": "downtimeChart",
+        "component": "PieChart",
+        "labels": [
+          "Mechanical",
+          "Electrical",
+          "Material Shortage",
+          "Changeover",
+          "Quality Stop"
+        ],
+        "values": [
+          38,
+          22,
+          15,
+          18,
+          7
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "shiftStockRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "shiftCard",
+          "stockCard"
+        ]
+      },
+      {
+        "id": "shiftCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "shiftHeader",
+          "shiftChart",
+          "shiftSeries"
+        ]
+      },
+      {
+        "id": "shiftHeader",
+        "component": "CardHeader",
+        "title": "9. Each Shift's Output Compared",
+        "subtitle": "Today • Target 3,333 per shift"
+      },
+      {
+        "id": "shiftSeries",
+        "component": "Series",
+        "category": "Units",
+        "values": [
+          2840,
+          2650,
+          2352
+        ]
+      },
+      {
+        "id": "shiftChart",
+        "component": "BarChart",
+        "labels": [
+          "Shift A 06-14",
+          "Shift B 14-22*",
+          "Shift C 22-06"
+        ],
+        "series": [
+          "shiftSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Shift",
+        "yLabel": "Units"
+      },
+      {
+        "id": "stockCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "stockHeader",
+          "stockSteelProgress",
+          "stockSteelText",
+          "stockResinProgress",
+          "stockResinText",
+          "stockPackProgress",
+          "stockPackText"
+        ]
+      },
+      {
+        "id": "stockHeader",
+        "component": "CardHeader",
+        "title": "7. Stock — Steel, Resin, Packaging",
+        "subtitle": "Live inventory • Reorder threshold 30%"
+      },
+      {
+        "id": "stockSteelProgress",
+        "component": "Progress",
+        "value": 68,
+        "label": "Steel — 68% (4.2t / 6.2t)"
+      },
+      {
+        "id": "stockSteelText",
+        "component": "TextContent",
+        "text": "Sufficient • Next delivery Mon",
+        "size": "small"
+      },
+      {
+        "id": "stockResinProgress",
+        "component": "Progress",
+        "value": 32,
+        "label": "Resin — 32% (0.9t / 2.8t) — LOW"
+      },
+      {
+        "id": "stockResinText",
+        "component": "TextContent",
+        "text": "⚠️ Reorder triggered • Delivery Wed 1.5t",
+        "size": "small"
+      },
+      {
+        "id": "stockPackProgress",
+        "component": "Progress",
+        "value": 85,
+        "label": "Packaging — 85% (12,400 units)"
+      },
+      {
+        "id": "stockPackText",
+        "component": "TextContent",
+        "text": "Healthy • 9 days cover",
+        "size": "small"
+      },
+      {
+        "id": "maintenanceDeliveriesRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "maintenanceCard",
+          "deliveriesCard"
+        ]
+      },
+      {
+        "id": "maintenanceCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "maintenanceHeader",
+          "maintenanceTable"
+        ]
+      },
+      {
+        "id": "maintenanceHeader",
+        "component": "CardHeader",
+        "title": "6. Machines Due for Maintenance",
+        "subtitle": "Next 14 days • 3 due"
+      },
+      {
+        "id": "maintenanceTable",
+        "component": "Table",
+        "columns": [
+          "maintColMachine",
+          "maintColDue",
+          "maintColType",
+          "maintColHours"
+        ]
+      },
+      {
+        "id": "maintColMachine",
+        "component": "Col",
+        "label": "Machine",
+        "data": [
+          "Press-02",
+          "CNC-04",
+          "Robot-11"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "maintColDue",
+        "component": "Col",
+        "label": "Due",
+        "data": [
+          "OVERDUE (2d)",
+          "In 2 days",
+          "In 5 days"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "maintColType",
+        "component": "Col",
+        "label": "Type",
+        "data": [
+          "Preventive 500h",
+          "Calibration",
+          "Lubrication"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "maintColHours",
+        "component": "Col",
+        "label": "Hours Run",
+        "data": [
+          512,
+          498,
+          472
+        ],
+        "type": "number"
+      },
+      {
+        "id": "deliveriesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "deliveriesHeader",
+          "deliveriesTable"
+        ]
+      },
+      {
+        "id": "deliveriesHeader",
+        "component": "CardHeader",
+        "title": "8. Supplier Deliveries Due This Week",
+        "subtitle": "Week 25"
+      },
+      {
+        "id": "deliveriesTable",
+        "component": "Table",
+        "columns": [
+          "delColSupplier",
+          "delColMaterial",
+          "delColDue",
+          "delColQty",
+          "delColStatus"
+        ]
+      },
+      {
+        "id": "delColSupplier",
+        "component": "Col",
+        "label": "Supplier",
+        "data": [
+          "SteelCo",
+          "ResinCorp",
+          "PackPro"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "delColMaterial",
+        "component": "Col",
+        "label": "Material",
+        "data": [
+          "Steel Coil",
+          "Resin Pellets",
+          "Cartons"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "delColDue",
+        "component": "Col",
+        "label": "Due",
+        "data": [
+          "Mon 23 Jun",
+          "Wed 25 Jun",
+          "Fri 27 Jun"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "delColQty",
+        "component": "Col",
+        "label": "Qty",
+        "data": [
+          "2.0t",
+          "1.5t",
+          "5,000"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "delColStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Confirmed",
+          "In Transit",
+          "Confirmed"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "qualityWorkRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "qualityHoldCard",
+          "workOrdersCard"
+        ]
+      },
+      {
+        "id": "qualityHoldCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "qualityHoldHeader",
+          "qualityHoldTable"
+        ]
+      },
+      {
+        "id": "qualityHoldHeader",
+        "component": "CardHeader",
+        "title": "11. Batches on Quality Hold",
+        "subtitle": "3 batches • 1,240 units quarantined"
+      },
+      {
+        "id": "qualityHoldTable",
+        "component": "Table",
+        "columns": [
+          "holdColBatch",
+          "holdColLine",
+          "holdColReason",
+          "holdColAge"
+        ]
+      },
+      {
+        "id": "holdColBatch",
+        "component": "Col",
+        "label": "Batch",
+        "data": [
+          "B-8841",
+          "B-8847",
+          "B-8849"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "holdColLine",
+        "component": "Col",
+        "label": "Line",
+        "data": [
+          "Line B",
+          "Line D",
+          "Line A"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "holdColReason",
+        "component": "Col",
+        "label": "Reason",
+        "data": [
+          "Dimension out of tol",
+          "Surface defect",
+          "Visual inspection"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "holdColAge",
+        "component": "Col",
+        "label": "Hold Time",
+        "data": [
+          "2 days",
+          "18 hrs",
+          "6 hrs"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "workOrdersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "workOrdersHeader",
+          "workOrdersTable"
+        ]
+      },
+      {
+        "id": "workOrdersHeader",
+        "component": "CardHeader",
+        "title": "13. Open Work Orders with Priority",
+        "subtitle": "5 open • Sorted by priority"
+      },
+      {
+        "id": "workOrdersTable",
+        "component": "Table",
+        "columns": [
+          "woColId",
+          "woColMachine",
+          "woColIssue",
+          "woColPriority",
+          "woColAge"
+        ]
+      },
+      {
+        "id": "woColId",
+        "component": "Col",
+        "label": "WO #",
+        "data": [
+          "WO-1021",
+          "WO-1024",
+          "WO-1023",
+          "WO-1025",
+          "WO-1026"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "woColMachine",
+        "component": "Col",
+        "label": "Machine",
+        "data": [
+          "Press-02",
+          "Line C C-03",
+          "Robot-11",
+          "CNC-04",
+          "Line E E-01"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "woColIssue",
+        "component": "Col",
+        "label": "Issue",
+        "data": [
+          "Hydraulic leak",
+          "Jam clear + sensor",
+          "Lube overdue",
+          "Calibrate spindle",
+          "Cooling fan"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "woColPriority",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "HIGH",
+          "HIGH",
+          "MEDIUM",
+          "MEDIUM",
+          "LOW"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "woColAge",
+        "component": "Col",
+        "label": "Age",
+        "data": [
+          "2d",
+          "4h",
+          "1d",
+          "3d",
+          "5d"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "scheduleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "scheduleHeader",
+          "scheduleForm"
+        ]
+      },
+      {
+        "id": "scheduleHeader",
+        "component": "CardHeader",
+        "title": "14. Schedule Maintenance",
+        "subtitle": "Create work order with machine + date"
+      },
+      {
+        "id": "scheduleMachineSelectItemPress",
+        "component": "SelectItem",
+        "value": "Press-02",
+        "label": "Press-02 (Stamping)"
+      },
+      {
+        "id": "scheduleMachineSelectItemCNC",
+        "component": "SelectItem",
+        "value": "CNC-04",
+        "label": "CNC-04 (Milling)"
+      },
+      {
+        "id": "scheduleMachineSelectItemRobot",
+        "component": "SelectItem",
+        "value": "Robot-11",
+        "label": "Robot-11 (Assembly)"
+      },
+      {
+        "id": "scheduleMachineSelectItemLineC",
+        "component": "SelectItem",
+        "value": "Line C C-03",
+        "label": "Line C Station C-03"
+      },
+      {
+        "id": "scheduleMachineSelectItemLineE",
+        "component": "SelectItem",
+        "value": "Line E E-01",
+        "label": "Line E Extruder E-01"
+      },
+      {
+        "id": "scheduleMachineSelect",
+        "component": "Select",
+        "name": "machine",
+        "placeholder": "Select machine",
+        "items": [
+          "scheduleMachineSelectItemPress",
+          "scheduleMachineSelectItemCNC",
+          "scheduleMachineSelectItemRobot",
+          "scheduleMachineSelectItemLineC",
+          "scheduleMachineSelectItemLineE"
+        ]
+      },
+      {
+        "id": "scheduleMachineControl",
+        "component": "FormControl",
+        "label": "Machine",
+        "input": "scheduleMachineSelect"
+      },
+      {
+        "id": "scheduleDatePicker",
+        "component": "DatePicker",
+        "name": "maintenanceDate",
+        "mode": "single"
+      },
+      {
+        "id": "scheduleDateControl",
+        "component": "FormControl",
+        "label": "Date",
+        "hint": "Planned downtime date",
+        "input": "scheduleDatePicker"
+      },
+      {
+        "id": "scheduleButton",
+        "component": "Button",
+        "label": "Schedule Maintenance",
+        "variant": "primary"
+      },
+      {
+        "id": "scheduleButtons",
+        "component": "Buttons",
+        "buttons": [
+          "scheduleButton"
+        ]
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "scheduleMaintenance",
+        "fields": [
+          "scheduleMachineControl",
+          "scheduleDateControl"
+        ],
+        "buttons": "scheduleButtons"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..1cf26d92c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r2.txt
@@ -0,0 +1,5 @@
+Factory floor live view — OEE, output, lines, quality, downtime, maintenance and safety in one console.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"factory-console-001","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E85D04","agentDisplayName":"PlantOps Console"},"sendDataModel":false}}</a2ui-json>
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..2515af767
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r3.txt
@@ -0,0 +1,6 @@
+Factory supervisor console — all 17 items covered in one live screen:
+
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Batches on Quality Hold","subtitle":"3 batches • 1,240 units blocked"},{"component":"Table","id":"holdTable","columns":["colBatch","colLineHold","colReason","colHoldSince"]},{"component":"Col","id":"colBatch","label":"Batch","data":["B-8821","B-8827","B-8830"],"type":"string"},{"component":"Col","id":"colLineHold","label":"Line","data":["Line B","Line A","Line C"],"type":"string"},{"component":"Col","id":"colReason","label":"Reason","data":["Dimensional drift","Surface finish","Torque out of spec"],"type":"string"},{"component":"Col","id":"colHoldSince","label":"Hold Since","data":["Aug 16","Aug 17","Aug 18 09:30"],"type":"string"},{"component":"Card","id":"workOrdersCard","children":["workOrdersHeader","workOrdersTable"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"workOrdersHeader","title":"13. Open Work Orders with Priority","subtitle":"6 open • Sorted by priority"},{"component":"Table","id":"workOrdersTable","columns":["colWO","colMachineWO","colPriority","colAgeW"]},{"component":"Col","id":"colWO","label":"WO #","data":["WO-4412","WO-4415","WO-4409","WO-4418","WO-4411","WO-4419"],"type":"string"},{"component":"Col","id":"colMachineWO","label":"Machine / Area","data":["CNC-03","MOLD-07","Line B Chiller","PRESS-11","QC Lab","CONV-02"],"type":"string"},{"component":"Col","id":"colPriority","label":"Priority","data":["P1 - Critical","P1 - Critical","P2 - High","P2 - High","P3 - Medium","P3 - Medium"],"type":"string"},{"component":"Col","id":"colAgeW","label":"Age","data":["2h","5h","1d","1d","2d","3d"],"type":"string"},{"component":"Card","id":"scheduleCard","children":["scheduleHeader","scheduleForm"],"variant":"card","gap":"s"},{"component":"CardHeader","id":"scheduleHeader","title":"14. Schedule Maintenance","subtitle":"Create work order with machine and date"},{"component":"Form","id":"scheduleForm","name":"scheduleMaintenance","fields":["fcMachine","fcDate","fcNotes"],"buttons":"scheduleButtons"},{"component":"FormControl","id":"fcMachine","label":"Machine","input":"machineSelect2"},{"component":"Select","id":"machineSelect2","name":"machine","items":["mOpt1","mOpt2","mOpt3","mOpt4","mOpt5"],"placeholder":"Select machine"},{"component":"SelectItem","id":"mOpt1","value":"CNC-03","label":"CNC-03 — Line C Assembly"},{"component":"SelectItem","id":"mOpt2","value":"PRESS-11","label":"PRESS-11 — Line A Stamping"},{"component":"SelectItem","id":"mOpt3","value":"MOLD-07","label":"MOLD-07 — Line B Molding"},{"component":"SelectItem","id":"mOpt4","value":"ROBOT-04","label":"ROBOT-04 — Line C"},{"component":"SelectItem","id":"mOpt5","value":"CONV-02","label":"CONV-02 — Line D Packaging"},{"component":"FormControl","id":"fcDate","label":"Date","input":"maintenanceDate","hint":"Preventive window: next 14 days"},{"component":"DatePicker","id":"maintenanceDate","name":"maintenanceDate","mode":"single"},{"component":"FormControl","id":"fcNotes","label":"Notes / Reason","input":"notesArea"},{"component":"TextArea","id":"notesArea","name":"notes","placeholder":"e.g., 250h service, torque calibration...","rows":2},{"component":"Buttons","id":"scheduleButtons","buttons":["submitButton"],"direction":"row"},{"component":"Button","id":"submitButton","label":"Schedule Maintenance","variant":"primary"}]}}</a2ui-json>
+
+All 17 requested elements are live on this single console — use the **"Focus on one line"** selector to filter the view and **"Export Shift Report"** to download the PDF/CSV for handover.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..7a9b110b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-plant__r4.txt
@@ -0,0 +1,812 @@
+Factory floor console — all 17 items on one screen with live KPIs, line controls and maintenance scheduling.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "factory-floor-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F766E",
+      "agentDisplayName": "FactoryOS"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "factory-floor-console",
+    "components": [
+      {
+        "component": "Card",
+        "id": "root",
+        "children": [
+          "headerCard",
+          "andonCard",
+          "kpiRow",
+          "controlsRow",
+          "linesTableCard",
+          "analyticsRow",
+          "inventoryDeliveriesRow",
+          "maintenanceQualityRow",
+          "workScheduleRow"
+        ],
+        "direction": "column",
+        "gap": "m"
+      },
+      {
+        "component": "Card",
+        "id": "headerCard",
+        "children": ["headingTitle", "textSubtitle", "exportButtons"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "Heading",
+        "id": "headingTitle",
+        "text": "Factory Floor Supervisor Console — Plant 1",
+        "level": "h1"
+      },
+      {
+        "component": "TextContent",
+        "id": "textSubtitle",
+        "text": "Live as of 14:32 • Shift: Afternoon (14:00-22:00) • Supervisor: M. Alvarez • All times local",
+        "size": "small"
+      },
+      {
+        "component": "Buttons",
+        "id": "exportButtons",
+        "buttons": ["exportBtn"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "exportBtn",
+        "label": "Export Shift Report (PDF/CSV)",
+        "variant": "primary"
+      },
+      {
+        "component": "Card",
+        "id": "andonCard",
+        "children": ["andonHeading", "andonAlert1", "andonAlert2", "andonAlert3"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "Heading",
+        "id": "andonHeading",
+        "text": "🔴 Live Andon Alerts",
+        "level": "h3"
+      },
+      {
+        "component": "Callout",
+        "id": "andonAlert1",
+        "variant": "error",
+        "title": "LINE B STOPPED — 14:28",
+        "description": "Press-02 jam detected. Andon pulled by J. Park. Maintenance paged. Line rate 0 u/hr."
+      },
+      {
+        "component": "Callout",
+        "id": "andonAlert2",
+        "variant": "warning",
+        "title": "LINE D STARVED — 14:15",
+        "description": "Resin hopper low (12%). Auto-reorder triggered. Rate dropped to 88 u/hr. Check material handling."
+      },
+      {
+        "component": "Callout",
+        "id": "andonAlert3",
+        "variant": "info",
+        "title": "Quality Hold — 13:50",
+        "description": "Batch B-2847 flagged by vision system. Awaiting QA review. Line C continues at reduced speed."
+      },
+      {
+        "component": "Card",
+        "id": "kpiRow",
+        "children": ["oeeCard", "targetCard", "energyCard", "safetyCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "oeeCard",
+        "children": ["oeeHeader", "oeeProgress", "oeeText"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "oeeHeader",
+        "title": "1. Overall Equipment Effectiveness",
+        "subtitle": "OEE • Target 85%"
+      },
+      {
+        "component": "Progress",
+        "id": "oeeProgress",
+        "value": 84.2,
+        "label": "84.2% OEE"
+      },
+      {
+        "component": "TextContent",
+        "id": "oeeText",
+        "text": "Availability 92.0% • Performance 94.1% • Quality 97.2% — −0.8% vs target. Best line: Line A (91.4%)",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "targetCard",
+        "children": ["targetHeader", "targetProgress", "targetText"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "targetHeader",
+        "title": "2. Units Produced vs Today's Target",
+        "subtitle": "Shift Day Total • 06:00-22:00"
+      },
+      {
+        "component": "Progress",
+        "id": "targetProgress",
+        "value": 76.75,
+        "label": "1,842 / 2,400 units (76.8%)"
+      },
+      {
+        "component": "TextContent",
+        "id": "targetText",
+        "text": "Remaining: 558 units • Pace: +42 ahead of takt • Projected EOD: 2,388 (99.5%) if Line B recovers by 15:00",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "energyCard",
+        "children": ["energyHeader", "energyProgress", "energyText"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "energyHeader",
+        "title": "12. Energy Use Today",
+        "subtitle": "3.24 MWh • vs 3.80 MWh avg"
+      },
+      {
+        "component": "Progress",
+        "id": "energyProgress",
+        "value": 68,
+        "label": "68% of daily budget (4.75 MWh)"
+      },
+      {
+        "component": "TextContent",
+        "id": "energyText",
+        "text": "Peak 14:00 (412 kW). Line B idle saving ~38 kW. Forecast: 4.1 MWh EOD — 14% under budget.",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "safetyCard",
+        "children": ["safetyHeader", "safetyBadge", "safetyText1", "safetyText2"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "safetyHeader",
+        "title": "10. Safety",
+        "subtitle": "YTD Incidents & Days Since Last"
+      },
+      {
+        "component": "Badge",
+        "id": "safetyBadge",
+        "text": "47 DAYS SINCE LAST INCIDENT",
+        "variant": "secondary"
+      },
+      {
+        "component": "TextContent",
+        "id": "safetyText1",
+        "text": "**3 incidents in 2024** • TRIR 1.8 • Last: 2024-06-28 (Line C pinch point, minor)",
+        "size": "default"
+      },
+      {
+        "component": "TextContent",
+        "id": "safetyText2",
+        "text": "Next safety walk: Today 16:00 • Toolbox talk: Afternoon shift",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "controlsRow",
+        "children": ["lineFocusCard", "lineFocusInfo"],
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end"
+      },
+      {
+        "component": "Card",
+        "id": "lineFocusCard",
+        "children": ["lineFocusHeading", "lineSelect", "lineFocusButtons"],
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "Heading",
+        "id": "lineFocusHeading",
+        "text": "15. Focus on One Line",
+        "level": "h3"
+      },
+      {
+        "component": "Select",
+        "id": "lineSelect",
+        "name": "focusLine",
+        "placeholder": "Select line to focus",
+        "items": ["lineSelectItemA", "lineSelectItemB", "lineSelectItemC", "lineSelectItemD", "lineSelectItemE"],
+        "value": "Line B"
+      },
+      {
+        "component": "SelectItem",
+        "id": "lineSelectItemA",
+        "value": "Line A",
+        "label": "Line A — High-Speed Assembly"
+      },
+      {
+        "component": "SelectItem",
+        "id": "lineSelectItemB",
+        "value": "Line B",
+        "label": "Line B — Stamping (STOPPED)"
+      },
+      {
+        "component": "SelectItem",
+        "id": "lineSelectItemC",
+        "value": "Line C",
+        "label": "Line C — Injection Molding"
+      },
+      {
+        "component": "SelectItem",
+        "id": "lineSelectItemD",
+        "value": "Line D",
+        "label": "Line D — Packaging"
+      },
+      {
+        "component": "SelectItem",
+        "id": "lineSelectItemE",
+        "value": "Line E",
+        "label": "Line E — Final Assembly"
+      },
+      {
+        "component": "Buttons",
+        "id": "lineFocusButtons",
+        "buttons": ["lineFocusBtn"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "lineFocusBtn",
+        "label": "Focus Dashboard on Line B",
+        "variant": "secondary"
+      },
+      {
+        "component": "TextContent",
+        "id": "lineFocusInfo",
+        "text": "Filtering highlights Line B KPIs, work orders and andon history. Clear filter to see plant-wide view. Tip: Use with Export to get line-specific shift report.",
+        "size": "small"
+      },
+      {
+        "component": "Card",
+        "id": "linesTableCard",
+        "children": ["linesTableHeading", "linesTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "Heading",
+        "id": "linesTableHeading",
+        "text": "3. Production Lines — Rate & Status",
+        "level": "h3"
+      },
+      {
+        "component": "Table",
+        "id": "linesTable",
+        "columns": ["colLine", "colRate", "colStatus", "colOee"]
+      },
+      {
+        "component": "Col",
+        "id": "colLine",
+        "label": "Line",
+        "data": ["Line A", "Line B", "Line C", "Line D", "Line E"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colRate",
+        "label": "Rate (u/hr) / Target",
+        "data": ["142 / 140", "0 / 120 (STOP)", "135 / 130", "88 / 110", "121 / 125"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStatus",
+        "label": "Status",
+        "data": ["● Running", "■ Down - Jam", "● Running", "◐ Idle - Starved", "● Running"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colOee",
+        "label": "OEE",
+        "data": ["91.4%", "42.1%", "88.7%", "71.3%", "86.9%"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "analyticsRow",
+        "children": ["defectCard", "downtimeCard", "shiftCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "defectCard",
+        "children": ["defectHeading", "defectChart"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "defectHeading",
+        "title": "4. Defect Rate — Past 30 Days",
+        "subtitle": "Daily % defective • Downtrend -1.2pp"
+      },
+      {
+        "component": "LineChart",
+        "id": "defectChart",
+        "labels": ["Jul 16", "Jul 21", "Jul 26", "Jul 31", "Aug 5", "Aug 10", "Aug 14"],
+        "series": ["defectSeries"],
+        "variant": "natural",
+        "yLabel": "% defective",
+        "xLabel": "Date"
+      },
+      {
+        "component": "Series",
+        "id": "defectSeries",
+        "category": "Defect %",
+        "values": [2.8, 2.6, 2.4, 2.1, 1.9, 1.7, 1.6]
+      },
+      {
+        "component": "Card",
+        "id": "downtimeCard",
+        "children": ["downtimeHeading", "downtimeChart"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "downtimeHeading",
+        "title": "5. Downtime Split by Cause",
+        "subtitle": "Today 3.8 hrs total"
+      },
+      {
+        "component": "PieChart",
+        "id": "downtimeChart",
+        "labels": ["Mechanical", "Changeover", "Electrical", "Material Shortage", "Quality Stop"],
+        "values": [42, 22, 18, 10, 8],
+        "variant": "donut"
+      },
+      {
+        "component": "Card",
+        "id": "shiftCard",
+        "children": ["shiftHeading", "shiftChart"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "shiftHeading",
+        "title": "9. Shift Output Compared",
+        "subtitle": "Today vs Yesterday"
+      },
+      {
+        "component": "BarChart",
+        "id": "shiftChart",
+        "labels": ["Morning (06-14)", "Afternoon (14-22)", "Night (22-06)"],
+        "series": ["shiftSeriesToday", "shiftSeriesYesterday"],
+        "variant": "grouped",
+        "yLabel": "Units",
+        "xLabel": "Shift"
+      },
+      {
+        "component": "Series",
+        "id": "shiftSeriesToday",
+        "category": "Today",
+        "values": [842, 610, 390]
+      },
+      {
+        "component": "Series",
+        "id": "shiftSeriesYesterday",
+        "category": "Yesterday",
+        "values": [815, 798, 412]
+      },
+      {
+        "component": "Card",
+        "id": "inventoryDeliveriesRow",
+        "children": ["inventoryCard", "deliveriesCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "inventoryCard",
+        "children": ["inventoryHeading", "inventoryTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "inventoryHeading",
+        "title": "7. Raw Material Stock",
+        "subtitle": "Steel • Resin • Packaging"
+      },
+      {
+        "component": "Table",
+        "id": "inventoryTable",
+        "columns": ["colMaterial", "colStock", "colStatusInv"]
+      },
+      {
+        "component": "Col",
+        "id": "colMaterial",
+        "label": "Material",
+        "data": ["Steel Coil", "Resin Pellets", "Packaging Cartons"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStock",
+        "label": "On Hand / Days",
+        "data": ["18.4t (68% • 6.2 days)", "2.1t (42% • 1.8 days) LOW", "14,200 pcs (81% • 9 days)"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colStatusInv",
+        "label": "Status",
+        "data": ["OK", "⚠ Reorder Now", "OK"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "deliveriesCard",
+        "children": ["deliveriesHeading", "deliveriesTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "deliveriesHeading",
+        "title": "8. Supplier Deliveries Due This Week",
+        "subtitle": "Mon Aug 12 - Fri Aug 16"
+      },
+      {
+        "component": "Table",
+        "id": "deliveriesTable",
+        "columns": ["colSupplier", "colMaterialDel", "colDue", "colQty"]
+      },
+      {
+        "component": "Col",
+        "id": "colSupplier",
+        "label": "Supplier",
+        "data": ["Arcelor Steel", "PolyChem Inc", "PackCo", "Arcelor Steel"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colMaterialDel",
+        "label": "Material",
+        "data": ["Steel Coil 0.8mm", "Resin ABS-450", "Cartons 12x8", "Steel Coil 1.2mm"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colDue",
+        "label": "Due",
+        "data": ["Tue 08:00", "Wed 10:30 ⚠", "Thu 09:00", "Fri 07:00"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colQty",
+        "label": "Qty / Status",
+        "data": ["12t • Confirmed", "4t • At Risk", "8k pcs • Confirmed", "10t • Confirmed"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "maintenanceQualityRow",
+        "children": ["maintCard", "qualityCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "maintCard",
+        "children": ["maintHeading", "maintList"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "maintHeading",
+        "title": "6. Machines Due for Maintenance",
+        "subtitle": "Next 7 days • 4 assets"
+      },
+      {
+        "component": "ListBlock",
+        "id": "maintList",
+        "items": ["maintItem1", "maintItem2", "maintItem3", "maintItem4"],
+        "variant": "number"
+      },
+      {
+        "component": "ListItem",
+        "id": "maintItem1",
+        "title": "Press-02 — OVERDUE by 2 days",
+        "subtitle": "Stamping • 1,240 hrs since service • Critical"
+      },
+      {
+        "component": "ListItem",
+        "id": "maintItem2",
+        "title": "CNC-04 — Due in 2 days (Aug 16)",
+        "subtitle": "Milling • Preventive • 4 hrs est. • Parts in stock"
+      },
+      {
+        "component": "ListItem",
+        "id": "maintItem3",
+        "title": "Robot-07 — Due in 5 days (Aug 19)",
+        "subtitle": "Welding arm • Calibration • 2 hrs est."
+      },
+      {
+        "component": "ListItem",
+        "id": "maintItem4",
+        "title": "Conveyor-C — Due in 6 days (Aug 20)",
+        "subtitle": "Line C • Belt inspection"
+      },
+      {
+        "component": "Card",
+        "id": "qualityCard",
+        "children": ["qualityHeading", "qualityTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "qualityHeading",
+        "title": "11. Batches on Quality Hold",
+        "subtitle": "3 batches • 1,240 units quarantined"
+      },
+      {
+        "component": "Table",
+        "id": "qualityTable",
+        "columns": ["colBatch", "colLineQ", "colReason", "colHoldSince"]
+      },
+      {
+        "component": "Col",
+        "id": "colBatch",
+        "label": "Batch",
+        "data": ["B-2847", "B-2839", "B-2831"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colLineQ",
+        "label": "Line",
+        "data": ["Line C", "Line A", "Line E"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colReason",
+        "label": "Reason",
+        "data": ["Vision: surface defect", "Weight variance", "Torque out of spec"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colHoldSince",
+        "label": "Hold Since",
+        "data": ["Today 13:50", "Yesterday 16:20", "Aug 12"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "workScheduleRow",
+        "children": ["workOrdersCard", "scheduleCard"],
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true
+      },
+      {
+        "component": "Card",
+        "id": "workOrdersCard",
+        "children": ["workOrdersHeading", "workOrdersTable"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "CardHeader",
+        "id": "workOrdersHeading",
+        "title": "13. Open Work Orders",
+        "subtitle": "5 open • Sorted by priority"
+      },
+      {
+        "component": "Table",
+        "id": "workOrdersTable",
+        "columns": ["colWO", "colMachineWO", "colIssue", "colPriority", "colAge"]
+      },
+      {
+        "component": "Col",
+        "id": "colWO",
+        "label": "WO #",
+        "data": ["WO-1847", "WO-1842", "WO-1839", "WO-1835", "WO-1831"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colMachineWO",
+        "label": "Machine",
+        "data": ["Press-02", "CNC-04", "Line D Hopper", "Robot-07", "Conveyor-C"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colIssue",
+        "label": "Issue",
+        "data": ["Jam / misfeed", "Spindle vibration", "Level sensor fault", "Calibration drift", "Belt wear"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colPriority",
+        "label": "Priority",
+        "data": ["P1 Critical", "P2 High", "P2 High", "P3 Medium", "P3 Medium"],
+        "type": "string"
+      },
+      {
+        "component": "Col",
+        "id": "colAge",
+        "label": "Age",
+        "data": ["0.5 hrs", "1 day", "2 days", "4 days", "6 days"],
+        "type": "string"
+      },
+      {
+        "component": "Card",
+        "id": "scheduleCard",
+        "children": ["scheduleHeading", "scheduleForm"],
+        "variant": "card",
+        "direction": "column",
+        "gap": "s"
+      },
+      {
+        "component": "Heading",
+        "id": "scheduleHeading",
+        "text": "14. Schedule Maintenance",
+        "level": "h3"
+      },
+      {
+        "component": "Form",
+        "id": "scheduleForm",
+        "name": "scheduleMaintenance",
+        "fields": ["formMachineControl", "formDateControl", "formNotesControl"],
+        "buttons": "scheduleButtons"
+      },
+      {
+        "component": "FormControl",
+        "id": "formMachineControl",
+        "label": "Machine",
+        "input": "machineSelect",
+        "hint": "Choose asset from due list or any line machine"
+      },
+      {
+        "component": "Select",
+        "id": "machineSelect",
+        "name": "machine",
+        "items": ["machineItem1", "machineItem2", "machineItem3", "machineItem4", "machineItem5"],
+        "placeholder": "Select machine"
+      },
+      {
+        "component": "SelectItem",
+        "id": "machineItem1",
+        "value": "Press-02",
+        "label": "Press-02 — Stamping"
+      },
+      {
+        "component": "SelectItem",
+        "id": "machineItem2",
+        "value": "CNC-04",
+        "label": "CNC-04 — Milling"
+      },
+      {
+        "component": "SelectItem",
+        "id": "machineItem3",
+        "value": "Robot-07",
+        "label": "Robot-07 — Welding"
+      },
+      {
+        "component": "SelectItem",
+        "id": "machineItem4",
+        "value": "Conveyor-C",
+        "label": "Conveyor-C — Line C"
+      },
+      {
+        "component": "SelectItem",
+        "id": "machineItem5",
+        "value": "Line-D-Hopper",
+        "label": "Line D Hopper"
+      },
+      {
+        "component": "FormControl",
+        "id": "formDateControl",
+        "label": "Date",
+        "input": "datePicker",
+        "hint": "Pick maintenance window — night shift recommended"
+      },
+      {
+        "component": "DatePicker",
+        "id": "datePicker",
+        "name": "maintenanceDate",
+        "mode": "single"
+      },
+      {
+        "component": "FormControl",
+        "id": "formNotesControl",
+        "label": "Notes / Work Type",
+        "input": "notesArea",
+        "hint": "e.g., Preventive, 4 hrs, parts needed"
+      },
+      {
+        "component": "TextArea",
+        "id": "notesArea",
+        "name": "notes",
+        "placeholder": "Describe work, duration, parts...",
+        "rows": 3
+      },
+      {
+        "component": "Buttons",
+        "id": "scheduleButtons",
+        "buttons": ["scheduleBtn"],
+        "direction": "row"
+      },
+      {
+        "component": "Button",
+        "id": "scheduleBtn",
+        "label": "Schedule Maintenance",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..b8a3467ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,1050 @@
+Streaming operations room — all 16 signals on one screen, built for live control.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "stream-ops-v1",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "stream-ops-v1",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "regionFilterCard",
+          "kpiRow",
+          "chartRow1",
+          "chartRow2",
+          "monetizationRow",
+          "healthCard",
+          "catalogRow",
+          "searchCard",
+          "opsRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "StreamPulse — Operations Room",
+        "subtitle": "Live service health • Content • Revenue • Discovery — Last refresh: now • Auto-refresh 15s"
+      },
+      {
+        "id": "regionFilterCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "regionFilterLeft",
+          "regionFilterControl"
+        ]
+      },
+      {
+        "id": "regionFilterLeft",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "regionFilterTitle",
+          "regionHint"
+        ]
+      },
+      {
+        "id": "regionFilterTitle",
+        "component": "TextContent",
+        "text": "**Focus region (14)** — Filters health, viewers & device split",
+        "size": "small-heavy"
+      },
+      {
+        "id": "regionHint",
+        "component": "TextContent",
+        "text": "Selected: Global • Change to isolate NA / EU / APAC / LATAM for all downstream metrics",
+        "size": "small"
+      },
+      {
+        "id": "regionFilterControl",
+        "component": "FormControl",
+        "label": "Region focus",
+        "input": "regionSelect"
+      },
+      {
+        "id": "regionSelect",
+        "component": "Select",
+        "name": "region",
+        "placeholder": "Global",
+        "value": "Global",
+        "items": [
+          "regionItemAll",
+          "regionItemNA",
+          "regionItemEU",
+          "regionItemAPAC",
+          "regionItemLATAM"
+        ]
+      },
+      {
+        "id": "regionItemAll",
+        "component": "SelectItem",
+        "value": "Global",
+        "label": "Global — All Regions"
+      },
+      {
+        "id": "regionItemNA",
+        "component": "SelectItem",
+        "value": "NA",
+        "label": "NA — North America"
+      },
+      {
+        "id": "regionItemEU",
+        "component": "SelectItem",
+        "value": "EU",
+        "label": "EU — Europe"
+      },
+      {
+        "id": "regionItemAPAC",
+        "component": "SelectItem",
+        "value": "APAC",
+        "label": "APAC — Asia Pacific"
+      },
+      {
+        "id": "regionItemLATAM",
+        "component": "SelectItem",
+        "value": "LATAM",
+        "label": "LATAM — Latin America"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "viewersCard",
+          "bufferingCard",
+          "recoCard"
+        ]
+      },
+      {
+        "id": "viewersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "viewersHeading",
+          "viewersValue",
+          "viewersTrend",
+          "viewersProgress"
+        ]
+      },
+      {
+        "id": "viewersHeading",
+        "component": "Heading",
+        "text": "1 · Viewers watching right now",
+        "level": "h4"
+      },
+      {
+        "id": "viewersValue",
+        "component": "TextContent",
+        "text": "# 847,392 concurrent",
+        "size": "large-heavy"
+      },
+      {
+        "id": "viewersTrend",
+        "component": "TextContent",
+        "text": "▲ +12.4% vs last hour • Peak today 912k at 21:04 UTC",
+        "size": "small"
+      },
+      {
+        "id": "viewersProgress",
+        "component": "Progress",
+        "value": 84,
+        "label": "84% of daily peak capacity"
+      },
+      {
+        "id": "bufferingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "bufferingHeading",
+          "bufferingValue",
+          "bufferingProgress",
+          "bufferingStatus"
+        ]
+      },
+      {
+        "id": "bufferingHeading",
+        "component": "Heading",
+        "text": "6 · Buffering rate",
+        "level": "h4"
+      },
+      {
+        "id": "bufferingValue",
+        "component": "TextContent",
+        "text": "0.42% rebuffering",
+        "size": "large-heavy"
+      },
+      {
+        "id": "bufferingProgress",
+        "component": "Progress",
+        "value": 0.42,
+        "label": "Target <0.5% — healthy"
+      },
+      {
+        "id": "bufferingStatus",
+        "component": "Badge",
+        "text": "Healthy — APAC elevated (see health table)",
+        "variant": "secondary"
+      },
+      {
+        "id": "recoCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "recoHeading",
+          "recoValue",
+          "recoProgress",
+          "recoStatus"
+        ]
+      },
+      {
+        "id": "recoHeading",
+        "component": "Heading",
+        "text": "10 · Recommendation click-through",
+        "level": "h4"
+      },
+      {
+        "id": "recoValue",
+        "component": "TextContent",
+        "text": "18.7% CTR",
+        "size": "large-heavy"
+      },
+      {
+        "id": "recoProgress",
+        "component": "Progress",
+        "value": 18.7,
+        "label": "18.7% of impressions clicked"
+      },
+      {
+        "id": "recoStatus",
+        "component": "Badge",
+        "text": "+2.1 pts vs last week",
+        "variant": "default"
+      },
+      {
+        "id": "chartRow1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "watchTimeCard",
+          "subsCard"
+        ]
+      },
+      {
+        "id": "watchTimeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "watchTimeHeader",
+          "watchTimeChart"
+        ]
+      },
+      {
+        "id": "watchTimeHeader",
+        "component": "CardHeader",
+        "title": "3 · Watch time — past 30 days",
+        "subtitle": "Total hours streamed (millions) • 9.8M last 7d avg"
+      },
+      {
+        "id": "watchTimeChart",
+        "component": "AreaChart",
+        "labels": [
+          "Apr 18",
+          "Apr 25",
+          "May 2",
+          "May 9",
+          "May 16"
+        ],
+        "series": [
+          "watchTimeSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "M hours"
+      },
+      {
+        "id": "watchTimeSeries",
+        "component": "Series",
+        "category": "Watch hours",
+        "values": [
+          8.2,
+          8.9,
+          9.4,
+          10.1,
+          9.8
+        ]
+      },
+      {
+        "id": "subsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "subsHeader",
+          "subsChart"
+        ]
+      },
+      {
+        "id": "subsHeader",
+        "component": "CardHeader",
+        "title": "4 · New subscribers vs cancellations",
+        "subtitle": "Weekly net +26k avg • Last 4 weeks"
+      },
+      {
+        "id": "subsChart",
+        "component": "BarChart",
+        "labels": [
+          "W1 Apr 22",
+          "W2 Apr 29",
+          "W3 May 6",
+          "W4 May 13"
+        ],
+        "series": [
+          "subsSeriesNew",
+          "subsSeriesCancel"
+        ],
+        "variant": "grouped",
+        "xLabel": "Week",
+        "yLabel": "Subscribers"
+      },
+      {
+        "id": "subsSeriesNew",
+        "component": "Series",
+        "category": "New",
+        "values": [
+          42000,
+          38000,
+          51000,
+          47000
+        ]
+      },
+      {
+        "id": "subsSeriesCancel",
+        "component": "Series",
+        "category": "Cancelled",
+        "values": [
+          18000,
+          22000,
+          19000,
+          21000
+        ]
+      },
+      {
+        "id": "chartRow2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "topTitlesCard",
+          "genreCard"
+        ]
+      },
+      {
+        "id": "topTitlesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "topTitlesHeader",
+          "topTitlesChart"
+        ]
+      },
+      {
+        "id": "topTitlesHeader",
+        "component": "CardHeader",
+        "title": "2 · Most-watched titles — hours viewed",
+        "subtitle": "Last 7 days • Top 5 by total watch hours"
+      },
+      {
+        "id": "topTitlesChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "The Night Agent S2",
+          "Echoes of Tomorrow",
+          "Crimson Crown",
+          "Laugh Track",
+          "Planet Wild"
+        ],
+        "series": [
+          "topTitlesSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Hours (k)",
+        "yLabel": "Title"
+      },
+      {
+        "id": "topTitlesSeries",
+        "component": "Series",
+        "category": "Hours (k)",
+        "values": [
+          142,
+          118,
+          96,
+          84,
+          71
+        ]
+      },
+      {
+        "id": "genreCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "genreHeader",
+          "genreChart"
+        ]
+      },
+      {
+        "id": "genreHeader",
+        "component": "CardHeader",
+        "title": "5 · Performance by genre",
+        "subtitle": "Views vs completion rate (indexed 0-100)"
+      },
+      {
+        "id": "genreChart",
+        "component": "RadarChart",
+        "labels": [
+          "Drama",
+          "Comedy",
+          "Sci-Fi",
+          "Documentary",
+          "Thriller",
+          "Kids"
+        ],
+        "series": [
+          "genreSeriesViews",
+          "genreSeriesCompletion"
+        ]
+      },
+      {
+        "id": "genreSeriesViews",
+        "component": "Series",
+        "category": "Views",
+        "values": [
+          85,
+          70,
+          92,
+          60,
+          88,
+          55
+        ]
+      },
+      {
+        "id": "genreSeriesCompletion",
+        "component": "Series",
+        "category": "Completion %",
+        "values": [
+          78,
+          82,
+          75,
+          90,
+          70,
+          85
+        ]
+      },
+      {
+        "id": "monetizationRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "revenueCard",
+          "deviceCard"
+        ]
+      },
+      {
+        "id": "revenueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "revenueHeader",
+          "revenueChart"
+        ]
+      },
+      {
+        "id": "revenueHeader",
+        "component": "CardHeader",
+        "title": "12 · Revenue split by plan",
+        "subtitle": "MRR $14.2M • Premium drives 39%"
+      },
+      {
+        "id": "revenueChart",
+        "component": "PieChart",
+        "labels": [
+          "Basic $8.99",
+          "Standard $13.99",
+          "Premium $18.99",
+          "Annual $149"
+        ],
+        "values": [
+          18,
+          34,
+          39,
+          9
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "deviceCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "deviceHeader",
+          "deviceChart"
+        ]
+      },
+      {
+        "id": "deviceHeader",
+        "component": "CardHeader",
+        "title": "13 · Viewing split by device",
+        "subtitle": "Share of watch hours • TV dominates 42%"
+      },
+      {
+        "id": "deviceChart",
+        "component": "PieChart",
+        "labels": [
+          "TV",
+          "Mobile",
+          "Web",
+          "Tablet",
+          "Console"
+        ],
+        "values": [
+          42,
+          28,
+          15,
+          9,
+          6
+        ],
+        "variant": "pie"
+      },
+      {
+        "id": "healthCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "healthHeader",
+          "healthTable",
+          "healthAlert"
+        ]
+      },
+      {
+        "id": "healthHeader",
+        "component": "CardHeader",
+        "title": "7 · Delivery health by region",
+        "subtitle": "Filtered by region selector above • CDN success, latency, error rate"
+      },
+      {
+        "id": "healthTable",
+        "component": "Table",
+        "columns": [
+          "healthColRegion",
+          "healthColHealth",
+          "healthColLatency",
+          "healthColErrors"
+        ]
+      },
+      {
+        "id": "healthColRegion",
+        "component": "Col",
+        "label": "Region",
+        "data": [
+          "NA — North America",
+          "EU — Europe",
+          "APAC — Asia Pacific",
+          "LATAM — Latin America"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "healthColHealth",
+        "component": "Col",
+        "label": "Delivery success",
+        "data": [
+          "99.92%",
+          "99.71%",
+          "98.92%",
+          "99.21%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "healthColLatency",
+        "component": "Col",
+        "label": "p95 latency",
+        "data": [
+          "28 ms",
+          "42 ms",
+          "68 ms",
+          "55 ms"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "healthColErrors",
+        "component": "Col",
+        "label": "Error rate",
+        "data": [
+          "0.04%",
+          "0.12%",
+          "0.38%",
+          "0.21%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "healthAlert",
+        "component": "Alert",
+        "title": "APAC degraded",
+        "description": "Singapore edge elevated 5xx (0.38%). Failover to Tokyo in progress. Buffering rate correlates — watch APAC rebuffer chart.",
+        "variant": "warning"
+      },
+      {
+        "id": "catalogRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "releasesCard",
+          "licensesCard"
+        ]
+      },
+      {
+        "id": "releasesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "releasesHeader",
+          "releasesList"
+        ]
+      },
+      {
+        "id": "releasesHeader",
+        "component": "CardHeader",
+        "title": "8 · Releases coming this month",
+        "subtitle": "4 titles • Next 18 days"
+      },
+      {
+        "id": "releasesList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "releasesItem1",
+          "releasesItem2",
+          "releasesItem3",
+          "releasesItem4"
+        ]
+      },
+      {
+        "id": "releasesItem1",
+        "component": "ListItem",
+        "title": "May 22 — The Atlas Protocol (Sci-Fi) S1",
+        "subtitle": "Global premiere • 8 eps • Marketing: Hero slot reserved"
+      },
+      {
+        "id": "releasesItem2",
+        "component": "ListItem",
+        "title": "May 26 — Chef's Table: Kyoto (Documentary)",
+        "subtitle": "Limited series • 4K HDR • Press embargo lifts May 24"
+      },
+      {
+        "id": "releasesItem3",
+        "component": "ListItem",
+        "title": "May 29 — Crimson Crown: Aftermath (Special)",
+        "subtitle": "Behind-the-scenes • Tie-in to #3 most-watched"
+      },
+      {
+        "id": "releasesItem4",
+        "component": "ListItem",
+        "title": "May 31 — Laugh Track Live (Comedy Special)",
+        "subtitle": "Live 20:00 UTC • Low-latency enabled"
+      },
+      {
+        "id": "licensesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "licensesHeader",
+          "licensesTable"
+        ]
+      },
+      {
+        "id": "licensesHeader",
+        "component": "CardHeader",
+        "title": "9 · Licenses expiring soon",
+        "subtitle": "Renewal action required • Sorted by days left"
+      },
+      {
+        "id": "licensesTable",
+        "component": "Table",
+        "columns": [
+          "licensesColTitle",
+          "licensesColExpiry",
+          "licensesColDays"
+        ]
+      },
+      {
+        "id": "licensesColTitle",
+        "component": "Col",
+        "label": "Title",
+        "data": [
+          "Ocean's Midnight (2019)",
+          "Fast Lane 7",
+          "Studio Classics: 12 Films",
+          "Kids Zone — Jungle Pals S3"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "licensesColExpiry",
+        "component": "Col",
+        "label": "Expires",
+        "data": [
+          "2026-05-28",
+          "2026-06-04",
+          "2026-06-11",
+          "2026-06-19"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "licensesColDays",
+        "component": "Col",
+        "label": "Days left",
+        "data": [
+          "10 ⚠️",
+          "17",
+          "24",
+          "32"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "searchCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "searchHeader",
+          "searchList",
+          "searchCallout"
+        ]
+      },
+      {
+        "id": "searchHeader",
+        "component": "CardHeader",
+        "title": "11 · Searches that ended without playback",
+        "subtitle": "Top failed queries — last 24h • Indicates content gap or discovery issue"
+      },
+      {
+        "id": "searchList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "searchItem1",
+          "searchItem2",
+          "searchItem3",
+          "searchItem4",
+          "searchItem5"
+        ]
+      },
+      {
+        "id": "searchItem1",
+        "component": "ListItem",
+        "title": "\"free movies\" — 4,820 searches • 0% play",
+        "subtitle": "Intent mismatch — consider help card explaining plan"
+      },
+      {
+        "id": "searchItem2",
+        "component": "ListItem",
+        "title": "\"4k nature documentary\" — 3,410 searches • 2% play",
+        "subtitle": "Only 2 titles match — Planet Wild is #5 but not surfaced"
+      },
+      {
+        "id": "searchItem3",
+        "component": "ListItem",
+        "title": "\"crimson crown season 2\" — 2,905 searches • 8% play",
+        "subtitle": "Users expect S2 — only S1 + Special available (releases May 29)"
+      },
+      {
+        "id": "searchItem4",
+        "component": "ListItem",
+        "title": "\"anime dubbed\" — 2,610 searches • 11% play",
+        "subtitle": "Filter confusion — dub toggle not discoverable"
+      },
+      {
+        "id": "searchItem5",
+        "component": "ListItem",
+        "title": "\"live football\" — 2,140 searches • 0% play",
+        "subtitle": "No rights in EU/LATAM — show regional availability"
+      },
+      {
+        "id": "searchCallout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Action: 11.2% zero-play rate",
+        "description": "Up from 8.9% last week. Recommend improving reco relevance and adding missing 4K nature tags."
+      },
+      {
+        "id": "opsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "flagsCard",
+          "promoteCard"
+        ]
+      },
+      {
+        "id": "flagsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "flagsHeader",
+          "flagsSwitchGroup"
+        ]
+      },
+      {
+        "id": "flagsHeader",
+        "component": "CardHeader",
+        "title": "15 · Feature flags with state",
+        "subtitle": "Toggle rollout instantly • Audit logged"
+      },
+      {
+        "id": "flagsSwitchGroup",
+        "component": "SwitchGroup",
+        "name": "featureFlags",
+        "variant": "card",
+        "items": [
+          "flagAutoplay",
+          "flagPreview",
+          "flagRecos",
+          "flagUHD"
+        ]
+      },
+      {
+        "id": "flagAutoplay",
+        "component": "SwitchItem",
+        "name": "autoplay_next",
+        "label": "Autoplay next episode",
+        "description": "ON • 100% rollout",
+        "defaultChecked": true
+      },
+      {
+        "id": "flagPreview",
+        "component": "SwitchItem",
+        "name": "preview_hover",
+        "label": "Hover preview (10s)",
+        "description": "ON • 75% rollout — EU excluded",
+        "defaultChecked": true
+      },
+      {
+        "id": "flagRecos",
+        "component": "SwitchItem",
+        "name": "new_reco_model",
+        "label": "New recommendation model v2.4",
+        "description": "OFF • Canary 5% APAC only",
+        "defaultChecked": false
+      },
+      {
+        "id": "flagUHD",
+        "component": "SwitchItem",
+        "name": "uhd_hevc",
+        "label": "UHD HEVC fallback",
+        "description": "ON • For TV + Console only",
+        "defaultChecked": true
+      },
+      {
+        "id": "promoteCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "promoteHeader",
+          "promoteForm"
+        ]
+      },
+      {
+        "id": "promoteHeader",
+        "component": "CardHeader",
+        "title": "16 · Promote title on home screen",
+        "subtitle": "Push to Hero / Trending row • Takes effect in <60s"
+      },
+      {
+        "id": "promoteForm",
+        "component": "Form",
+        "name": "promoteTitle",
+        "fields": [
+          "promoteTitleControl",
+          "promotePositionControl",
+          "promoteDurationControl"
+        ],
+        "buttons": "promoteButtons"
+      },
+      {
+        "id": "promoteTitleControl",
+        "component": "FormControl",
+        "label": "Title to promote",
+        "input": "promoteTitleSelect"
+      },
+      {
+        "id": "promoteTitleSelect",
+        "component": "Select",
+        "name": "title",
+        "placeholder": "Choose title",
+        "items": [
+          "promoteTitleOpt1",
+          "promoteTitleOpt2",
+          "promoteTitleOpt3",
+          "promoteTitleOpt4"
+        ]
+      },
+      {
+        "id": "promoteTitleOpt1",
+        "component": "SelectItem",
+        "value": "atlas_protocol",
+        "label": "The Atlas Protocol S1"
+      },
+      {
+        "id": "promoteTitleOpt2",
+        "component": "SelectItem",
+        "value": "crimson_crown",
+        "label": "Crimson Crown"
+      },
+      {
+        "id": "promoteTitleOpt3",
+        "component": "SelectItem",
+        "value": "planet_wild",
+        "label": "Planet Wild"
+      },
+      {
+        "id": "promoteTitleOpt4",
+        "component": "SelectItem",
+        "value": "echoes_tomorrow",
+        "label": "Echoes of Tomorrow"
+      },
+      {
+        "id": "promotePositionControl",
+        "component": "FormControl",
+        "label": "Placement",
+        "input": "promotePositionSelect"
+      },
+      {
+        "id": "promotePositionSelect",
+        "component": "Select",
+        "name": "position",
+        "placeholder": "Select slot",
+        "items": [
+          "promotePosHero",
+          "promotePosRow1",
+          "promotePosTrending"
+        ]
+      },
+      {
+        "id": "promotePosHero",
+        "component": "SelectItem",
+        "value": "hero",
+        "label": "Hero banner (top)"
+      },
+      {
+        "id": "promotePosRow1",
+        "component": "SelectItem",
+        "value": "row1",
+        "label": "Row 1 — Continue Watching"
+      },
+      {
+        "id": "promotePosTrending",
+        "component": "SelectItem",
+        "value": "trending",
+        "label": "Trending Now row"
+      },
+      {
+        "id": "promoteDurationControl",
+        "component": "FormControl",
+        "label": "Duration (hours) — how long to pin",
+        "input": "promoteDurationSlider"
+      },
+      {
+        "id": "promoteDurationSlider",
+        "component": "Slider",
+        "name": "duration",
+        "variant": "discrete",
+        "min": 1,
+        "max": 48,
+        "step": 1,
+        "defaultValue": [
+          12
+        ],
+        "label": "12h"
+      },
+      {
+        "id": "promoteButtons",
+        "component": "Buttons",
+        "buttons": [
+          "promoteButton"
+        ]
+      },
+      {
+        "id": "promoteButton",
+        "component": "Button",
+        "label": "Promote to Home",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..532e43af8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,4 @@
+Operations room built — live KPIs, regional health, content pipeline and growth controls in one view.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"streamops-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps"},"sendDataModel":false}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"streamops-ops-room","components":[{"component":"Card","id":"root","children":["header","alertOps","kpiRow","controlsCard","flagsCard","chartsRow1","chartsRow2","chartsRow3","deliveryCard","contentRow","searchesCard","promoteCard"],"direction":"column","gap":"l","variant":"clear"},{"component":"CardHeader","id":"header","title":"StreamOps — Live Operations Center","subtitle":"Streaming service operations • Updated just now • All regions"},{"component":"Alert","id":"alertOps","title":"Delivery healthy • Buffering under threshold","description":"Global buffering 0.84% (target <1.0%). US-East latency elevated 42ms — auto-scaling active. 3 licenses expiring within 14 days require action.","variant":"success"},{"component":"Card","id":"kpiRow","children":["kpiViewersCard","kpiBufferCard","kpiCtrCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiViewersCard","children":["kpiViewersLabel","kpiViewersValue","kpiViewersSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiViewersLabel","text":"👁️ VIEWERS WATCHING RIGHT NOW","size":"small"},{"component":"TextContent","id":"kpiViewersValue","text":"128,432","size":"large-heavy"},{"component":"TextContent","id":"kpiViewersSub","text":"+4.2% vs last hour • Peak today 142k at 21:04 UTC","size":"small"},{"component":"Card","id":"kpiBufferCard","children":["kpiBufferLabel","kpiBufferValue","kpiBufferProgress","kpiBufferHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiBufferLabel","text":"⚡ BUFFERING RATE","size":"small"},{"component":"TextContent","id":"kpiBufferValue","text":"0.84%","size":"large-heavy"},{"component":"Progress","id":"kpiBufferProgress","value":0.84,"label":"Target <1.0% — Healthy"},{"component":"TextContent","id":"kpiBufferHint","text":"Rebuffer events / total play seconds • 5-min rolling","size":"small"},{"component":"Card","id":"kpiCtrCard","children":["kpiCtrLabel","kpiCtrValue","kpiCtrProgress","kpiCtrHint"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"kpiCtrLabel","text":"🎯 RECOMMENDATIONS CLICKED","size":"small"},{"component":"TextContent","id":"kpiCtrValue","text":"22.7% CTR","size":"large-heavy"},{"component":"Progress","id":"kpiCtrProgress","value":22.7,"label":"Click-through on home recommendations"},{"component":"TextContent","id":"kpiCtrHint","text":"18.4% last month • +4.3pp after RecSys v2 rollout","size":"small"},{"component":"Card","id":"controlsCard","children":["regionFormControl","separatorControls","controlsHint"],"direction":"row","gap":"m","variant":"sunk","align":"center","justify":"between"},{"component":"FormControl","id":"regionFormControl","label":"Focus on one region (filters Delivery Health)","input":"regionSelect","hint":"Select a region to isolate latency, error rate and buffering"},{"component":"Select","id":"regionSelect","name":"region","items":["regionItemAll","regionItemNA","regionItemEU","regionItemAPAC","regionItemLATAM"],"placeholder":"All Regions — Global View","value":"All Regions — Global View"},{"component":"SelectItem","id":"regionItemAll","value":"all","label":"All Regions — Global View"},{"component":"SelectItem","id":"regionItemNA","value":"na","label":"North America (US-East / US-West)"},{"component":"SelectItem","id":"regionItemEU","value":"eu","label":"Europe (EU-West / EU-Central)"},{"component":"SelectItem","id":"regionItemAPAC","value":"apac","label":"APAC (Singapore / Tokyo / Sydney)"},{"component":"SelectItem","id":"regionItemLATAM","value":"latam","label":"LATAM (São Paulo / Mexico City)"},{"component":"Separator","id":"separatorControls","orientation":"vertical","decorative":true},{"component":"TextContent","id":"controlsHint","text":"Tip: Region filter drives Delivery Health table and buffering calculations.","size":"small"},{"component":"Card","id":"flagsCard","children":["flagsHeader","flagsSwitchGroup"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"flagsHeader","title":"Feature Flags — Live State","subtitle":"Toggle rollout state per environment. Changes apply instantly."},{"component":"SwitchGroup","id":"flagsSwitchGroup","name":"featureFlags","items":["flagAutoplay","flagSkipIntro","flag4K","flagRecV2","flagWatchParty"],"variant":"card"},{"component":"SwitchItem","id":"flagAutoplay","name":"autoplay_next","label":"Autoplay Next Episode","description":"ON — 100% of users","defaultChecked":true},{"component":"SwitchItem","id":"flagSkipIntro","name":"skip_intro","label":"Skip Intro Button","description":"ON — 100% of users","defaultChecked":true},{"component":"SwitchItem","id":"flag4K","name":"4k_hdr","label":"4K HDR Playback","description":"ON — 45% gradual rollout","defaultChecked":true},{"component":"SwitchItem","id":"flagRecV2","name":"rec_v2","label":"Recommendation Engine v2","description":"ON — 75% rollout (A/B)","defaultChecked":true},{"component":"SwitchItem","id":"flagWatchParty","name":"watch_party","label":"Watch Party (Beta)","description":"OFF — internal only","defaultChecked":false},{"component":"Card","id":"chartsRow1","children":["mostWatchedCard","watchTimeCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"mostWatchedCard","children":["mostWatchedHeader","mostWatchedChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"mostWatchedHeader","title":"Most-Watched Titles — Hours Watched","subtitle":"Top 5 by total hours (last 7 days)"},{"component":"HorizontalBarChart","id":"mostWatchedChart","labels":["The Night Orbit","Crown of Ash","Laugh Track Live","Echoes S3","Planet Wild"],"series":["mostWatchedSeries"],"variant":"grouped","xLabel":"Hours Watched","yLabel":"Title"},{"component":"Series","id":"mostWatchedSeries","category":"Hours (k)","values":[89200,76500,61200,58900,44300]},{"component":"Card","id":"watchTimeCard","children":["watchTimeHeader","watchTimeChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"watchTimeHeader","title":"Watch Time — Past Month","subtitle":"Total hours streamed (millions) • Daily aggregate"},{"component":"AreaChart","id":"watchTimeChart","labels":["Wk 1 (Apr 21-27)","Wk 2 (Apr 28-May 4)","Wk 3 (May 5-11)","Wk 4 (May 12-18)"],"series":["watchTimeSeries"],"variant":"natural","xLabel":"Week","yLabel":"Million Hours"},{"component":"Series","id":"watchTimeSeries","category":"Watch Time","values":[2.1,2.4,2.6,2.33]},{"component":"Card","id":"chartsRow2","children":["subsCard","genreCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"subsCard","children":["subsHeader","subsChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"subsHeader","title":"New Subscribers vs Cancellations","subtitle":"Weekly net growth • Last 4 weeks"},{"component":"BarChart","id":"subsChart","labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["subsSeriesNew","subsSeriesCancel"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts"},{"component":"Series","id":"subsSeriesNew","category":"New Subscribers","values":[12400,15100,13800,16200]},{"component":"Series","id":"subsSeriesCancel","category":"Cancellations","values":[4200,5100,4800,5500]},{"component":"Card","id":"genreCard","children":["genreHeader","genreChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"genreHeader","title":"Performance by Genre","subtitle":"Share of watch hours + completion rate (radar = engagement)"},{"component":"RadarChart","id":"genreChart","labels":["Drama","Comedy","Sci-Fi","Documentary","Kids","Action"],"series":["genreSeriesHours","genreSeriesCompletion"]},{"component":"Series","id":"genreSeriesHours","category":"Watch Hours %","values":[28,18,22,9,12,24]},{"component":"Series","id":"genreSeriesCompletion","category":"Completion %","values":[68,72,61,55,81,59]},{"component":"Card","id":"chartsRow3","children":["revenueCard","deviceCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"revenueCard","children":["revenueHeader","revenueChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"revenueHeader","title":"Revenue Split by Plan","subtitle":"MRR distribution • May 2026"},{"component":"PieChart","id":"revenueChart","labels":["Premium $19.99","Standard $14.99","Basic $9.99","Ad-Supported $6.99"],"values":[45,30,15,10],"variant":"donut","appearance":"circular"},{"component":"Card","id":"deviceCard","children":["deviceHeader","deviceChart","deviceStack"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deviceHeader","title":"Viewing Split by Device","subtitle":"Share of total watch time"},{"component":"PieChart","id":"deviceChart","labels":["Smart TV","Mobile","Web","Tablet","Game Console"],"values":[52,28,14,6,4],"variant":"donut","appearance":"circular"},{"component":"SingleStackedBarChart","id":"deviceStack","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[52,28,14,6,4]},{"component":"Card","id":"deliveryCard","children":["deliveryHeader","deliveryTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deliveryHeader","title":"Delivery Health by Region","subtitle":"Filtered by region selector above • CDN edge health, latency, error rate"},{"component":"Table","id":"deliveryTable","columns":["deliveryColRegion","deliveryColHealth","deliveryColLatency","deliveryColError","deliveryColBuffer"]},{"component":"Col","id":"deliveryColRegion","label":"Region","data":["US-East","US-West","EU-West","EU-Central","APAC-SG","APAC-Tokyo","LATAM-BR"],"type":"string"},{"component":"Col","id":"deliveryColHealth","label":"Health","data":["Healthy","Healthy","Degraded","Healthy","Healthy","Healthy","At Risk"],"type":"string"},{"component":"Col","id":"deliveryColLatency","label":"p95 Latency","data":["42 ms","28 ms","67 ms","31 ms","38 ms","29 ms","89 ms"],"type":"string"},{"component":"Col","id":"deliveryColError","label":"Error Rate","data":["0.12%","0.08%","0.41%","0.11%","0.09%","0.07%","0.63%"],"type":"string"},{"component":"Col","id":"deliveryColBuffer","label":"Buffer Ratio","data":["0.82%","0.61%","1.14%","0.78%","0.69%","0.58%","1.32%"],"type":"string"},{"component":"Card","id":"contentRow","children":["releasesCard","licensesCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"releasesCard","children":["releasesHeader","releasesList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"releasesHeader","title":"Releases Coming This Month","subtitle":"Scheduled premieres • May 19 - May 31"},{"component":"ListBlock","id":"releasesList","items":["releaseItem1","releaseItem2","releaseItem3","releaseItem4","releaseItem5"],"variant":"number"},{"component":"ListItem","id":"releaseItem1","title":"The Night Orbit — Season 2 Finale","subtitle":"May 22 • Drama/Sci-Fi • 4K HDR"},{"component":"ListItem","id":"releaseItem2","title":"Laugh Track Live: World Tour","subtitle":"May 24 • Comedy Special • Live 20:00 UTC"},{"component":"ListItem","id":"releaseItem3","title":"Planet Wild: Oceans","subtitle":"May 26 • Documentary • Kids-friendly"},{"component":"ListItem","id":"releaseItem4","title":"Crown of Ash — Director's Cut","subtitle":"May 29 • Action • Exclusive"},{"component":"ListItem","id":"releaseItem5","title":"Echoes — Season 4 Premiere","subtitle":"May 31 • Thriller • Binge drop (8 eps)"},{"component":"Card","id":"licensesCard","children":["licensesHeader","licensesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"licensesHeader","title":"Licenses Expiring Soon","subtitle":"Act within window to renew or schedule removal"},{"component":"Table","id":"licensesTable","columns":["licensesColTitle","licensesColExpiry","licensesColDays","licensesColStatus"]},{"component":"Col","id":"licensesColTitle","label":"Title","data":["Midnight Diner S1-3","Velocity (2019)","Kids Quest S2","The Long Road"],"type":"string"},{"component":"Col","id":"licensesColExpiry","label":"Expires","data":["2026-05-28","2026-06-02","2026-06-09","2026-06-15"],"type":"string"},{"component":"Col","id":"licensesColDays","label":"Days Left","data":["10","15","22","28"],"type":"string"},{"component":"Col","id":"licensesColStatus","label":"Status","data":["Renewal pending","Negotiating","Will remove","Renewal pending"],"type":"string"},{"component":"Card","id":"searchesCard","children":["searchesHeader","searchesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"searchesHeader","title":"Searches That Ended Without Playback","subtitle":"Top zero-play queries • Last 24h • Opportunity to improve catalog / search"},{"component":"Table","id":"searchesTable","columns":["searchesColQuery","searchesColCount","searchesColResult","searchesColAction"]},{"component":"Col","id":"searchesColQuery","label":"Search Query","data":["\"free movies\"","\"attack on titan\"","\"cooking show 4k\"","\"kids dinosaur\"","\"john wick 5\""],"type":"string"},{"component":"Col","id":"searchesColCount","label":"Count","data":["1,842","1,204","987","764","612"],"type":"string"},{"component":"Col","id":"searchesColResult","label":"Result","data":["No entitlement","Not licensed","No 4K version","No match","Not released"],"type":"string"},{"component":"Col","id":"searchesColAction","label":"Suggested Action","data":["Show ad-tier upsell","Acquire license","Prioritize remaster","Add Kids tag","Show trailer page"],"type":"string"},{"component":"Card","id":"promoteCard","children":["promoteHeader","promoteForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"promoteHeader","title":"Promote a Title on Home Screen","subtitle":"Feature a title in hero or row — pushes to all viewers instantly"},{"component":"Form","id":"promoteForm","name":"promoteTitleForm","fields":["promoteFormControlTitle","promoteFormControlPosition","promoteFormControlNote"],"buttons":"promoteButtons"},{"component":"FormControl","id":"promoteFormControlTitle","label":"Select Title to Promote","input":"promoteTitleSelect"},{"component":"Select","id":"promoteTitleSelect","name":"promoteTitle","items":["promoteTitleItem1","promoteTitleItem2","promoteTitleItem3","promoteTitleItem4","promoteTitleItem5"],"placeholder":"Choose a title..."},{"component":"SelectItem","id":"promoteTitleItem1","value":"night_orbit_s2","label":"The Night Orbit S2 Finale"},{"component":"SelectItem","id":"promoteTitleItem2","value":"echoes_s4","label":"Echoes S4 Premiere"},{"component":"SelectItem","id":"promoteTitleItem3","value":"planet_wild","label":"Planet Wild: Oceans"},{"component":"SelectItem","id":"promoteTitleItem4","value":"laugh_track","label":"Laugh Track Live"},{"component":"SelectItem","id":"promoteTitleItem5","value":"crown_ash_dc","label":"Crown of Ash — Director's Cut"},{"component":"FormControl","id":"promoteFormControlPosition","label":"Home Screen Placement","input":"promotePositionSelect"},{"component":"Select","id":"promotePositionSelect","name":"promotePosition","items":["promotePositionItemHero","promotePositionItemRow","promotePositionItemContinue"],"placeholder":"Hero Banner (top)"},{"component":"SelectItem","id":"promotePositionItemHero","value":"hero","label":"Hero Banner — Top Carousel"},{"component":"SelectItem","id":"promotePositionItemRow","value":"row","label":"Featured Row — Position 1"},{"component":"SelectItem","id":"promotePositionItemContinue","value":"continue","label":"Continue Watching Boost"},{"component":"FormControl","id":"promoteFormControlNote","label":"Internal Note (optional)","input":"promoteNoteInput","hint":"Reason for promotion — visible in audit log only"},{"component":"TextArea","id":"promoteNoteInput","name":"promoteNote","placeholder":"e.g., Finale push for retention — May 22-24","rows":2},{"component":"Buttons","id":"promoteButtons","buttons":["promoteButton","promotePreviewButton"],"direction":"row"},{"component":"Button","id":"promoteButton","label":"Promote to Home Screen","variant":"primary"},{"component":"Button","id":"promotePreviewButton","label":"Preview Placement","variant":"secondary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..da731e139
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,6 @@
+Operations room built — every numbered requirement mapped to a live control:
+
+**1** Live viewers • **2** Top titles • **3** Watch-time trend • **4** Subs vs churn • **5** Genre radar • **6** Buffering • **7** Region health • **8** Releases • **9** Expiring licenses • **10** Rec. CTR • **11** Failed searches • **12** Revenue by plan • **13** Device split • **14** Region filter • **15** Feature flags • **16** Promote title
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"streaming-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps Control"},"sendDataModel":true}}</a2ui-json>
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"streaming-ops-room","components":[{"component":"Card","id":"root","children":["header","filterRow","kpiRow","chartsRow1","chartsRow2","revenueDeviceRow","regionHealthCard","contentPipelineRow","searchRecRow","featurePromoteRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Streaming Operations Room — Live","subtitle":"Single-screen overview • Last refresh: just now • Auto-refresh 30s"},{"component":"Card","id":"filterRow","children":["filterLabel","regionFilterControl","filterTagLive","filterTagHealth"],"direction":"row","gap":"m","align":"center","variant":"card"},{"component":"TextContent","id":"filterLabel","text":"**14. Focus on one region:**","size":"small-heavy"},{"component":"FormControl","id":"regionFilterControl","label":"Region Filter","input":"regionSelect","hint":"Filters 1, 6, 7 and 13 for the selected region"},{"component":"Select","id":"regionSelect","name":"region","items":["regionOptGlobal","regionOptUSEast","regionOptUSWest","regionOptEUWest","regionOptAPAC","regionOptLATAM"],"value":"Global","placeholder":"Select region"},{"component":"SelectItem","id":"regionOptGlobal","component":"SelectItem","value":"Global","label":"🌎 Global (All Regions)"},{"component":"SelectItem","id":"regionOptUSEast","component":"SelectItem","value":"US-East","label":"US-East"},{"component":"SelectItem","id":"regionOptUSWest","component":"SelectItem","value":"US-West","label":"US-West"},{"component":"SelectItem","id":"regionOptEUWest","component":"SelectItem","value":"EU-West","label":"EU-West"},{"component":"SelectItem","id":"regionOptAPAC","component":"SelectItem","value":"APAC","label":"APAC"},{"component":"SelectItem","id":"regionOptLATAM","component":"SelectItem","value":"LATAM","label":"LATAM"},{"component":"Tag","id":"filterTagLive","text":"● LIVE","variant":"success","size":"sm"},{"component":"Tag","id":"filterTagHealth","text":"All Systems Operational","variant":"info","size":"sm"},{"component":"Card","id":"kpiRow","children":["viewersCard","bufferingCard","recClickCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"viewersCard","children":["viewersLabel","viewersValue","viewersSub","viewersProgress"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"viewersLabel","text":"1. VIEWERS WATCHING RIGHT NOW","size":"small"},{"component":"TextContent","id":"viewersValue","text":"847,392","size":"large-heavy"},{"component":"TextContent","id":"viewersSub","text":"▲ +12.4% vs same hour yesterday • Peak today: 912K at 21:00 UTC","size":"small"},{"component":"Progress","id":"viewersProgress","value":84,"label":"84% of daily peak capacity"},{"component":"Card","id":"bufferingCard","children":["bufferingLabel","bufferingValue","bufferingProgress","bufferingSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"bufferingLabel","text":"6. BUFFERING RATE","size":"small"},{"component":"TextContent","id":"bufferingValue","text":"0.42%","size":"large-heavy"},{"component":"Progress","id":"bufferingProgress","value":0.42,"label":"Target <0.5% — HEALTHY"},{"component":"TextContent","id":"bufferingSub","text":"Rebuffer ratio • P95 start time 1.1s • 99.58% smooth playback","size":"small"},{"component":"Card","id":"recClickCard","children":["recClickLabel","recClickValue","recClickProgress","recClickSub"],"direction":"column","gap":"xs","variant":"card"},{"component":"TextContent","id":"recClickLabel","text":"10. RECOMMENDATION CLICK-THROUGH","size":"small"},{"component":"TextContent","id":"recClickValue","text":"18.4%","size":"large-heavy"},{"component":"Progress","id":"recClickProgress","value":18.4,"label":"CTR on home recommendations"},{"component":"TextContent","id":"recClickSub","text":"2.1M impressions → 386K clicks today • +1.2pp WoW","size":"small"},{"component":"Card","id":"chartsRow1","children":["mostWatchedCard","watchTimeCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"mostWatchedCard","children":["mostWatchedHeader","mostWatchedChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"mostWatchedHeader","title":"2. Most-Watched Titles (Hours Watched)","subtitle":"Last 7 days • Total hours in millions"},{"component":"HorizontalBarChart","id":"mostWatchedChart","labels":["The Night Agent S2","Stranger Things S5","Bridgerton S3","One Piece Live","The Crown S6"],"series":["seriesMostWatched"],"xLabel":"Hours (M)","yLabel":"Title"},{"component":"Series","id":"seriesMostWatched","category":"Hours Watched (M)","values":[12.4,11.8,9.2,8.7,7.1]},{"component":"Card","id":"watchTimeCard","children":["watchTimeHeader","watchTimeChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"watchTimeHeader","title":"3. Watch Time — Past 30 Days","subtitle":"Daily total viewing hours • May 20 - Jun 18"},{"component":"AreaChart","id":"watchTimeChart","labels":["May 20","May 24","May 28","Jun 01","Jun 05","Jun 09","Jun 13","Jun 18"],"series":["seriesWatchTime"],"variant":"natural","xLabel":"Date","yLabel":"Hours (M)"},{"component":"Series","id":"seriesWatchTime","category":"Watch Time","values":[18.2,19.5,21.1,20.4,22.8,24.1,23.6,25.3]},{"component":"Card","id":"chartsRow2","children":["subsCard","genreCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"subsCard","children":["subsHeader","subsChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"subsHeader","title":"4. New Subscribers vs Cancellations","subtitle":"Last 4 weeks • Net +128K"},{"component":"BarChart","id":"subsChart","labels":["W1 (May 27)","W2 (Jun 03)","W3 (Jun 10)","W4 (Jun 17)"],"series":["seriesNewSubs","seriesCancels"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts"},{"component":"Series","id":"seriesNewSubs","category":"New Subscribers","values":[42000,38000,45000,51000]},{"component":"Series","id":"seriesCancels","category":"Cancellations","values":[12000,15000,11000,13000]},{"component":"Card","id":"genreCard","children":["genreHeader","genreChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"genreHeader","title":"5. Performance by Genre","subtitle":"Composite score: watch time + completion + rating (0-100)"},{"component":"RadarChart","id":"genreChart","labels":["Drama","Comedy","Action","Sci-Fi","Documentary","Kids"],"series":["seriesGenre"]},{"component":"Series","id":"seriesGenre","category":"Genre Score","values":[88,72,90,85,65,78]},{"component":"Card","id":"revenueDeviceRow","children":["revenueCard","deviceCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"revenueCard","children":["revenueHeader","revenueChart","revenueNote"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"revenueHeader","title":"12. Revenue Split by Plan","subtitle":"MRR • Total $42.8M"},{"component":"PieChart","id":"revenueChart","labels":["Premium 4K ($19.99)","Standard ($15.49)","Basic with Ads ($6.99)","Mobile ($4.99)"],"values":[58,22,15,5],"variant":"donut"},{"component":"TextContent","id":"revenueNote","text":"Premium drives 58% of revenue despite 32% of subs. Ads tier growing +8% MoM.","size":"small"},{"component":"Card","id":"deviceCard","children":["deviceHeader","deviceChart","deviceNote"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deviceHeader","title":"13. Viewing Split by Device","subtitle":"Share of total hours today"},{"component":"SingleStackedBarChart","id":"deviceChart","labels":["TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,7,5]},{"component":"TextContent","id":"deviceNote","text":"TV dominates primetime. Mobile peaks 07:00-09:00 & 12:00-14:00 commute.","size":"small"},{"component":"Card","id":"regionHealthCard","children":["regionHealthHeader","regionHealthTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"regionHealthHeader","title":"7. Delivery Health by Region","subtitle":"CDN edge health • Filtered by selector above (14)"},{"component":"Table","id":"regionHealthTable","columns":["colRegion","colHealth","colLatency","colError","colStatus"]},{"component":"Col","id":"colRegion","label":"Region","data":["US-East","US-West","EU-West","APAC","LATAM"],"type":"string"},{"component":"Col","id":"colHealth","label":"Health Score","data":[99.2,98.7,97.9,96.4,98.1],"type":"number"},{"component":"Col","id":"colLatency","label":"P95 Latency","data":["42ms","48ms","61ms","89ms","74ms"],"type":"string"},{"component":"Col","id":"colError","label":"5xx Error %","data":[0.08,0.12,0.21,0.42,0.18],"type":"number"},{"component":"Col","id":"colStatus","label":"Status","data":["Healthy","Healthy","Degraded","Watch","Healthy"],"type":"string"},{"component":"Card","id":"contentPipelineRow","children":["releasesCard","licensesCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"releasesCard","children":["releasesHeader","releasesList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"releasesHeader","title":"8. Releases Coming This Month","subtitle":"4 titles scheduled • Next 14 days"},{"component":"ListBlock","id":"releasesList","items":["release1","release2","release3","release4"],"variant":"number"},{"component":"ListItem","id":"release1","title":"The Witcher S4 — Jun 22","subtitle":"Drama • Global premiere • Assets ready"},{"component":"ListItem","id":"release2","title":"Chef's Table: Japan — Jun 25","subtitle":"Documentary • 6 episodes • Final QC"},{"component":"ListItem","id":"release3","title":"F1: Drive to Survive Special — Jun 28","subtitle":"Sports • Live + VOD • Promo cut due Jun 20"},{"component":"ListItem","id":"release4","title":"Kids: Paw Patrol Movie — Jun 30","subtitle":"Kids • Licensed • Dubs: 12/12 done"},{"component":"Card","id":"licensesCard","children":["licensesHeader","licensesTable","licensesAlert"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"licensesHeader","title":"9. Licenses Expiring Soon","subtitle":"Action required • Renew or remove from catalog"},{"component":"Table","id":"licensesTable","columns":["colLicTitle","colLicExpiry","colLicDays","colLicAction"]},{"component":"Col","id":"colLicTitle","label":"Title","data":["The Office (US)","Friends","Mission: Impossible 4","Studio Ghibli Pack"],"type":"string"},{"component":"Col","id":"colLicExpiry","label":"Expires","data":["Jun 30, 2026","Jul 14, 2026","Jul 02, 2026","Aug 01, 2026"],"type":"string"},{"component":"Col","id":"colLicDays","label":"Days Left","data":[12,26,14,44],"type":"number"},{"component":"Col","id":"colLicAction","label":"Risk","data":["High — Top 10","High — Top 20","Medium","Low"],"type":"string"},{"component":"Alert","id":"licensesAlert","title":"2 high-risk titles expiring in <30 days","description":"The Office & Friends account for 4.2% of watch time. Legal has been notified.","variant":"warning"},{"component":"Card","id":"searchRecRow","children":["failedSearchesCard","promoteCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"failedSearchesCard","children":["failedSearchesHeader","failedSearchesTable","failedSearchesCallout"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"failedSearchesHeader","title":"11. Searches That Ended Without Playback","subtitle":"Top zero-playback queries • Last 24h • 6.8% of all searches"},{"component":"Table","id":"failedSearchesTable","columns":["colSearchTerm","colSearchCount","colSearchZeroRate"]},{"component":"Col","id":"colSearchTerm","label":"Search Term","data":["\"one punch man season 3\"","\"korean drama 2024\"","\"free movies\"","\"attack on titan final\"","\"barbie movie\""],"type":"string"},{"component":"Col","id":"colSearchCount","label":"Searches","data":[8420,6310,5890,4120,3980],"type":"number"},{"component":"Col","id":"colSearchZeroRate","label":"No Playback %","data":[94,78,82,71,68],"type":"number"},{"component":"TextCallout","id":"failedSearchesCallout","variant":"info","title":"Insight","description":"'free movies' suggests intent mismatch — consider clarifying plan benefits in search empty state."},{"component":"Card","id":"promoteCard","children":["promoteHeader","promoteForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"promoteHeader","title":"16. Promote Title on Home Screen","subtitle":"Feature a title in Hero carousel — instant publish"},{"component":"Form","id":"promoteForm","name":"promoteForm","fields":["promoteTitleControl","promoteSlotControl"],"buttons":"promoteButtons"},{"component":"FormControl","id":"promoteTitleControl","label":"Title to Promote","input":"promoteTitleSelect","hint":"Search catalog or pick from trending"},{"component":"Select","id":"promoteTitleSelect","name":"promoteTitle","items":["promoItem1","promoItem2","promoItem3","promoItem4","promoItem5"],"placeholder":"Choose title"},{"component":"SelectItem","id":"promoItem1","component":"SelectItem","value":"witcher_s4","label":"The Witcher S4"},{"component":"SelectItem","id":"promoItem2","component":"SelectItem","value":"night_agent_s2","label":"The Night Agent S2"},{"component":"SelectItem","id":"promoItem3","component":"SelectItem","value":"bridgerton_s3","label":"Bridgerton S3"},{"component":"SelectItem","id":"promoItem4","component":"SelectItem","value":"one_piece","label":"One Piece Live"},{"component":"SelectItem","id":"promoItem5","component":"SelectItem","value":"chefs_table","label":"Chef's Table: Japan"},{"component":"FormControl","id":"promoteSlotControl","label":"Home Slot","input":"promoteSlotSelect"},{"component":"Select","id":"promoteSlotSelect","name":"promoteSlot","items":["slotHero","slotRow1","slotRow2"],"placeholder":"Select slot","value":"Hero (Top Banner)"},{"component":"SelectItem","id":"slotHero","component":"SelectItem","value":"hero","label":"Hero (Top Banner)"},{"component":"SelectItem","id":"slotRow1","component":"SelectItem","value":"row1","label":"Row 1 - Continue Watching Below"},{"component":"SelectItem","id":"slotRow2","component":"SelectItem","value":"row2","label":"Row 2 - Trending Now"},{"component":"Buttons","id":"promoteButtons","buttons":["promoteButton"],"direction":"row"},{"component":"Button","id":"promoteButton","label":"★ Promote to Home","variant":"primary"},{"component":"Card","id":"featurePromoteRow","children":["featureFlagsCard"],"direction":"column","gap":"s","variant":"card"},{"component":"Card","id":"featureFlagsCard","children":["featureFlagsHeader","featureFlagsSwitchGroup","featureFlagsNote"],"direction":"column","gap":"s","variant":"sunk"},{"component":"CardHeader","id":"featureFlagsHeader","title":"15. Feature Flags","subtitle":"Toggle rollout state per environment — changes apply instantly"},{"component":"SwitchGroup","id":"featureFlagsSwitchGroup","name":"featureFlags","items":["flagAutoplay","flagNewPlayer","flagAIRecs","flagSkipIntro","flagWatchParty"],"variant":"card"},{"component":"SwitchItem","id":"flagAutoplay","name":"autoplay_next","label":"Autoplay Next Episode","description":"ON • 100% • +3.2% retention"},{"component":"SwitchItem","id":"flagNewPlayer","name":"new_player_ui","label":"New Player UI (v2.4)","description":"OFF • 25% canary in EU-West only"},{"component":"SwitchItem","id":"flagAIRecs","name":"ai_recs_v2","label":"AI Recommendations v2","description":"ON • 50% • CTR +2.1pp vs control"},{"component":"SwitchItem","id":"flagSkipIntro","name":"skip_intro_enhanced","label":"Skip Intro Enhanced","description":"ON • 100% • Enabled globally"},{"component":"SwitchItem","id":"flagWatchParty","name":"watch_party_beta","label":"Watch Party Beta","description":"OFF • Staff only • Launch Jun 25"},{"component":"TextContent","id":"featureFlagsNote","text":"Flags sync with LaunchDarkly. Use region filter (14) to see per-region flag overrides in delivery health (7).","size":"small"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..cb9ff58ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,5 @@
+Live operations view covering all 16 requested signals — live concurrency, content, health & monetization in one screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"streaming-ops-01","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"StreamOps Control"},"sendDataModel":false}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"streaming-ops-01","components":[{"component":"Card","id":"root","children":["header","regionFilterCard","kpiRow","watchTimeCard","topRow","subsCard","deliveryCard","contentRow","engagementRow","revenueDeviceRow","opsRow"],"direction":"column","gap":"m","variant":"clear"},{"component":"CardHeader","id":"header","title":"Streaming Operations — Live Control Room","subtitle":"Single pane • All 16 signals • Last refresh: just now (UTC) • 18.2M sessions today"},{"component":"Card","id":"regionFilterCard","children":["regionFilterText","selectRegion","regionHint"],"direction":"row","gap":"m","align":"center","justify":"between","variant":"card"},{"component":"TextContent","id":"regionFilterText","text":"**14. Focus on one region** — filter delivery & buffering","size":"small-heavy"},{"component":"Select","id":"selectRegion","name":"region","placeholder":"Select region","items":["optAll","optUSEast","optUSWest","optEUWest","optAPAC","optLATAM"],"value":"all"},{"component":"SelectItem","id":"optAll","component":"SelectItem","value":"all","label":"All Regions"},{"component":"SelectItem","id":"optUSEast","component":"SelectItem","value":"us-east","label":"US-East"},{"component":"SelectItem","id":"optUSWest","component":"SelectItem","value":"us-west","label":"US-West"},{"component":"SelectItem","id":"optEUWest","component":"SelectItem","value":"eu-west","label":"EU-West"},{"component":"SelectItem","id":"optAPAC","component":"SelectItem","value":"apac","label":"APAC"},{"component":"SelectItem","id":"optLATAM","component":"SelectItem","value":"latam","label":"LATAM"},{"component":"TextContent","id":"regionHint","text":"Applies to 6. Buffering & 7. Delivery Health","size":"small"},{"component":"Card","id":"kpiRow","children":["kpiViewers","kpiBuffer","kpiRecs"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"kpiViewers","children":["kpiViewersHeader","kpiViewersNumber","kpiViewersTrend"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"kpiViewersHeader","title":"1. Viewers Watching Right Now","subtitle":"Live concurrent streams"},{"component":"Heading","id":"kpiViewersNumber","text":"842,731","level":"h1"},{"component":"TextContent","id":"kpiViewersTrend","text":"▲ +12.4% vs last hour • Peak 891k at 20:42 UTC • 18.2M sessions today","size":"small"},{"component":"Card","id":"kpiBuffer","children":["kpiBufferHeader","kpiBufferProgress","kpiBufferText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"kpiBufferHeader","title":"6. Buffering Rate","subtitle":"Rebuffer events / playback hours"},{"component":"Progress","id":"kpiBufferProgress","value":0.42,"label":"0.42% — Healthy (target <1.0%)"},{"component":"TextContent","id":"kpiBufferText","text":"99.58% buffer-free • P95 startup 1.1s • US-West elevated 0.61%","size":"small"},{"component":"Card","id":"kpiRecs","children":["kpiRecsHeader","kpiRecsProgress","kpiRecsText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"kpiRecsHeader","title":"10. Recommendation CTR","subtitle":"How often recommendations get clicked"},{"component":"Progress","id":"kpiRecsProgress","value":23.8,"label":"23.8% clicked (338k / 1.42M impressions)"},{"component":"TextContent","id":"kpiRecsText","text":"Top rail: 'Because you watched Echoes' — 31.2% CTR","size":"small"},{"component":"Card","id":"watchTimeCard","children":["watchTimeHeader","watchTimeChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"watchTimeHeader","title":"3. Watch Time — Past 30 Days","subtitle":"Total hours watched per day (millions of hours)"},{"component":"AreaChart","id":"watchTimeChart","labels":["May 19","May 21","May 23","May 25","May 27","May 29","May 31","Jun 02","Jun 04","Jun 06","Jun 08","Jun 10","Jun 12","Jun 14","Jun 16","Jun 17"],"series":["watchTimeSeries"],"variant":"natural","xLabel":"Date","yLabel":"Hours (M)"},{"component":"Series","id":"watchTimeSeries","category":"Watch Hours","values":[8.2,8.5,9.1,8.9,9.4,9.8,10.2,9.6,10.5,11.1,10.8,11.4,11.9,12.2,11.7,12.0]},{"component":"Card","id":"topRow","children":["topTitlesCard","genreCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"topTitlesCard","children":["topTitlesHeader","topTitlesChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"topTitlesHeader","title":"2. Most-Watched Titles","subtitle":"Hours watched per title — last 7 days"},{"component":"HorizontalBarChart","id":"topTitlesChart","labels":["The Night Protocol","Echoes of Tomorrow","Crimson Harbor","Laugh Track","Kids: Dino Quest"],"series":["topTitlesSeries"],"variant":"grouped","xLabel":"Hours","yLabel":"Title"},{"component":"Series","id":"topTitlesSeries","category":"Hours","values":[412000,389000,305000,278000,251000]},{"component":"Card","id":"genreCard","children":["genreHeader","genreChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"genreHeader","title":"5. Performance by Genre","subtitle":"Avg. completion rate %"},{"component":"BarChart","id":"genreChart","labels":["Drama","Sci-Fi","Comedy","Documentary","Kids","Action","Thriller"],"series":["genreSeries"],"variant":"grouped","xLabel":"Genre","yLabel":"Completion %"},{"component":"Series","id":"genreSeries","category":"Completion %","values":[68,74,62,71,81,59,66]},{"component":"Card","id":"subsCard","children":["subsHeader","subsChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"subsHeader","title":"4. New Subscribers vs Cancellations","subtitle":"Weekly net adds — last 4 weeks"},{"component":"BarChart","id":"subsChart","labels":["W1 Jun","W2 Jun","W3 Jun","W4 Jun"],"series":["newSubsSeries","cancelSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts"},{"component":"Series","id":"newSubsSeries","category":"New Subscribers","values":[18400,21200,19800,24500]},{"component":"Series","id":"cancelSeries","category":"Cancellations","values":[7200,8100,6900,7400]},{"component":"Card","id":"deliveryCard","children":["deliveryHeader","deliveryTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deliveryHeader","title":"7. Delivery Health by Region","subtitle":"CDN edge health — filtered by region selector (14)"},{"component":"Table","id":"deliveryTable","columns":["colRegion","colHealth","colLatency","colError"]},{"component":"Col","id":"colRegion","label":"Region","data":["US-East","US-West","EU-West","APAC","LATAM"],"type":"string"},{"component":"Col","id":"colHealth","label":"Health","data":["98.9%","97.2%","99.1%","98.4%","96.8%"],"type":"string"},{"component":"Col","id":"colLatency","label":"Avg Latency","data":["42ms","58ms","39ms","71ms","84ms"],"type":"string"},{"component":"Col","id":"colError","label":"Error Rate","data":["0.21%","0.61%","0.18%","0.33%","0.72%"],"type":"string"},{"component":"Card","id":"contentRow","children":["releasesCard","licensesCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"releasesCard","children":["releasesHeader","releasesList"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"releasesHeader","title":"8. Releases Coming This Month","subtitle":"Scheduled drops — June 18-30"},{"component":"ListBlock","id":"releasesList","items":["rel1","rel2","rel3","rel4","rel5"],"variant":"number"},{"component":"ListItem","id":"rel1","title":"The Night Protocol S2","subtitle":"Jun 22 • Drama • Global • HDR"},{"component":"ListItem","id":"rel2","title":"Laugh Track: Live Special","subtitle":"Jun 25 • Comedy • US/EU"},{"component":"ListItem","id":"rel3","title":"Kids: Dino Quest Movie","subtitle":"Jun 27 • Kids • Global"},{"component":"ListItem","id":"rel4","title":"Echoes — Director's Cut","subtitle":"Jun 29 • Sci-Fi • 4K Remaster"},{"component":"ListItem","id":"rel5","title":"Crimson Harbor: Origins","subtitle":"Jun 30 • Thriller • Prequel"},{"component":"Card","id":"licensesCard","children":["licensesHeader","licensesTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"licensesHeader","title":"9. Licenses Expiring Soon","subtitle":"Renewal required <60 days"},{"component":"Table","id":"licensesTable","columns":["colLicTitle","colLicExpiry","colLicDays"]},{"component":"Col","id":"colLicTitle","label":"Title","data":["Crimson Harbor","Classic Toons Vol.3","Euro Football Archive","Midnight Diner"],"type":"string"},{"component":"Col","id":"colLicExpiry","label":"Expiry","data":["2026-07-12","2026-07-28","2026-08-05","2026-08-14"],"type":"string"},{"component":"Col","id":"colLicDays","label":"Days Left","data":[24,40,48,57],"type":"number"},{"component":"Card","id":"engagementRow","children":["recsDetailCard","failedSearchCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"recsDetailCard","children":["recsDetailHeader","recsStackedChart","recsDetailText"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"recsDetailHeader","title":"10. Recommendation Detail","subtitle":"Clicked vs Ignored breakdown"},{"component":"SingleStackedBarChart","id":"recsStackedChart","labels":["Clicked","Ignored"],"values":[23.8,76.2]},{"component":"TextContent","id":"recsDetailText","text":"23.8% CTR • 1.42M impressions today • Goal >20%","size":"small"},{"component":"Card","id":"failedSearchCard","children":["failedSearchHeader","failedSearchTable"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"failedSearchHeader","title":"11. Searches Without Playback","subtitle":"Queries that ended without play — last 24h"},{"component":"Table","id":"failedSearchTable","columns":["colSearchQuery","colSearchCount","colSearchNoPlay"]},{"component":"Col","id":"colSearchQuery","label":"Query","data":["dino quest movie","free sports live","night protocol trailer","cooking 4k hdr","old westerns"],"type":"string"},{"component":"Col","id":"colSearchCount","label":"Searches","data":[4820,3940,3110,2870,2540],"type":"number"},{"component":"Col","id":"colSearchNoPlay","label":"No Playback","data":["68%","74%","41%","59%","63%"],"type":"string"},{"component":"Card","id":"revenueDeviceRow","children":["revenueCard","deviceCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"revenueCard","children":["revenueHeader","revenueChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"revenueHeader","title":"12. Revenue Split by Plan","subtitle":"MRR share — June MTD"},{"component":"PieChart","id":"revenueChart","labels":["Premium 4K","Standard","Basic with Ads","Annual"],"values":[52,28,15,5],"variant":"donut"},{"component":"Card","id":"deviceCard","children":["deviceHeader","deviceChart"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"deviceHeader","title":"13. Viewing Split by Device","subtitle":"Share of watch hours"},{"component":"PieChart","id":"deviceChart","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[41,29,16,9,5],"variant":"donut","appearance":"circular"},{"component":"Card","id":"opsRow","children":["flagsCard","promoCard"],"direction":"row","gap":"m","variant":"clear"},{"component":"Card","id":"flagsCard","children":["flagsHeader","flagsGroup"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"flagsHeader","title":"15. Feature Flags","subtitle":"State for each flag — toggle rollout"},{"component":"SwitchGroup","id":"flagsGroup","name":"featureFlags","items":["flag1","flag2","flag3","flag4","flag5"],"variant":"card"},{"component":"SwitchItem","id":"flag1","name":"autoplay_next","label":"Autoplay Next","description":"Auto-play next episode","defaultChecked":true},{"component":"SwitchItem","id":"flag2","name":"recs_v2","label":"New Recs Engine v2","description":"Transformer ranking model","defaultChecked":false},{"component":"SwitchItem","id":"flag3","name":"low_latency_hls","label":"Low-Latency HLS","description":"LL-HLS for live channels","defaultChecked":true},{"component":"SwitchItem","id":"flag4","name":"kids_guard","label":"Kids Profile Guard","description":"PIN required to exit Kids","defaultChecked":true},{"component":"SwitchItem","id":"flag5","name":"skip_intro_v2","label":"Skip Intro v2","description":"AI intro detection","defaultChecked":false},{"component":"Card","id":"promoCard","children":["promoHeader","promoForm"],"direction":"column","gap":"s","variant":"card"},{"component":"CardHeader","id":"promoHeader","title":"16. Promote Title on Home Screen","subtitle":"Feature a title in hero rail"},{"component":"Form","id":"promoForm","name":"promoForm","buttons":"promoButtons","fields":["fcTitle","fcSlot","fcDate"]},{"component":"FormControl","id":"fcTitle","label":"Title to promote","input":"inpTitle"},{"component":"Select","id":"inpTitle","name":"promo_title","placeholder":"Choose title","items":["promoOpt1","promoOpt2","promoOpt3","promoOpt4"]},{"component":"SelectItem","id":"promoOpt1","component":"SelectItem","value":"night_protocol_s2","label":"The Night Protocol S2"},{"component":"SelectItem","id":"promoOpt2","component":"SelectItem","value":"echoes_tomorrow","label":"Echoes of Tomorrow"},{"component":"SelectItem","id":"promoOpt3","component":"SelectItem","value":"crimson_harbor","label":"Crimson Harbor"},{"component":"SelectItem","id":"promoOpt4","component":"SelectItem","value":"dino_quest","label":"Kids: Dino Quest"},{"component":"FormControl","id":"fcSlot","label":"Home slot","input":"inpSlot"},{"component":"Select","id":"inpSlot","name":"promo_slot","placeholder":"Select slot","items":["slotOpt1","slotOpt2","slotOpt3"]},{"component":"SelectItem","id":"slotOpt1","component":"SelectItem","value":"hero","label":"Hero Banner (Top)"},{"component":"SelectItem","id":"slotOpt2","component":"SelectItem","value":"rail_1","label":"Rail 1 — Continue Watching"},{"component":"SelectItem","id":"slotOpt3","component":"SelectItem","value":"rail_2","label":"Rail 2 — Trending Now"},{"component":"FormControl","id":"fcDate","label":"Start date","input":"inpDate"},{"component":"DatePicker","id":"inpDate","name":"promo_date","mode":"single"},{"component":"Buttons","id":"promoButtons","buttons":["promoSubmit"]},{"component":"Button","id":"promoSubmit","label":"Promote to Home","variant":"primary"}]}}</a2ui-json>
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diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..d8bb92a23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r1.txt
@@ -0,0 +1,4 @@
+University Administrator Overview — all 16 items on one screen with live department filter, semester comparison, and action forms.
+
+<a2ui-json>{"version": "v0.9", "createSurface": {"surfaceId": "university-admin-overview", "catalogId": "thesys.dev:c1-openui", "theme": {"primaryColor": "#0F2B5B", "agentDisplayName": "CampusOps"}}}</a2ui-json>
+<a2ui-json>{"version": "v0.9", "updateComponents": {"surfaceId": "university-admin-overview", "components": [{"id": "root", "component": "Card", "children": ["header", "deptFilterCard", "kpiRow", "chartsRow", "courseFacultyRow", "riskScholarshipRow", "waitlistEventsRow", "actionsRow"], "variant": "clear", "direction": "column", "gap": "m"}, {"id": "header", "component": "CardHeader", "title": "University Administrator Overview", "subtitle": "Enrollment • Finance • Academics • Campus Life • Alumni — Fall 2024 (This Semester)"}, {"id": "deptFilterCard", "component": "Card", "children": ["deptFilterControl", "semesterCompareCard"], "variant": "card", "direction": "row", "gap": "m", "align": "stretch"}, {"id": "deptFilterControl", "component": "FormControl", "label": "Focus on one department (12)", "input": "deptSelect", "hint": "Filters enrollment, applications, course capacity and faculty load below"}, {"id": "deptSelect", "component": "Select", "name": "department", "items": ["selectItemAll", "selectItemEng", "selectItemBus", "selectItemArts", "selectItemNurs", "selectItemEdu"], "placeholder": "All Departments", "value": "All Departments"}, {"id": "selectItemAll", "component": "SelectItem", "value": "All Departments", "label": "All Departments"}, {"id": "selectItemEng", "component": "SelectItem", "value": "Engineering", "label": "Engineering"}, {"id": "selectItemBus", "component": "SelectItem", "value": "Business", "label": "Business"}, {"id": "selectItemArts", "component": "SelectItem", "value": "Arts & Sciences", "label": "Arts & Sciences"}, {"id": "selectItemNurs", "component": "SelectItem", "value": "Nursing", "label": "Nursing"}, {"id": "selectItemEdu", "component": "SelectItem", "value": "Education", "label": "Education"}, {"id": "semesterCompareCard", "component": "Card", "children": ["semesterCompareHeader", "semesterCompareTable"], "variant": "sunk", "direction": "column", "gap": "s"}, {"id": "semesterCompareHeader", "component": "TextContent", "text": "**13. This Semester vs Last** — Fall 2024 vs Spring 2024", "size": "small-heavy"}, {"id": "semesterCompareTable", "component": "Table", "columns": ["colMetric", "colThisSem", "colLastSem", "colChange"]}, {"id": "colMetric", "component": "Col", "label": "Metric", "data": ["Total Enrollment", "Avg GPA", "Retention Rate", "Tuition Revenue"], "type": "string"}, {"id": "colThisSem", "component": "Col", "label": "Fall 2024", "data": ["12,480", "3.21", "89%", "$87.4M"], "type": "string"}, {"id": "colLastSem", "component": "Col", "label": "Spring 2024", "data": ["12,100", "3.18", "87%", "$82.1M"], "type": "string"}, {"id": "colChange", "component": "Col", "label": "Change", "data": ["+380 (+3.1%)", "+0.03", "+2.0 pp", "+$5.3M (+6.5%)"], "type": "string"}, {"id": "kpiRow", "component": "Card", "children": ["kpiEnrollment", "kpiAcceptance", "kpiTuition", "kpiHousing"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "kpiEnrollment", "component": "Card", "children": ["kpiEnrollmentHeader", "kpiEnrollmentText", "kpiEnrollmentSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "kpiEnrollmentHeader", "component": "TextContent", "text": "1. Total Enrollment", "size": "small-heavy"}, {"id": "kpiEnrollmentText", "component": "TextContent", "text": "12,480 students", "size": "large-heavy"}, {"id": "kpiEnrollmentSub", "component": "TextContent", "text": "+15.6% vs 2020 (10,800) • 5-year growth trend below", "size": "small"}, {"id": "kpiAcceptance", "component": "Card", "children": ["kpiAcceptanceHeader", "kpiAcceptanceProgress", "kpiAcceptanceText"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "kpiAcceptanceHeader", "component": "TextContent", "text": "3. Acceptance Rate", "size": "small-heavy"}, {"id": "kpiAcceptanceProgress", "component": "Progress", "value": 62, "label": "62% accepted"}, {"id": "kpiAcceptanceText", "component": "TextContent", "text": "6,812 admitted / 10,987 applied", "size": "small"}, {"id": "kpiTuition", "component": "Card", "children": ["kpiTuitionHeader", "kpiTuitionText", "kpiTuitionSub"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "kpiTuitionHeader", "component": "TextContent", "text": "4. Tuition Revenue (This Year)", "size": "small-heavy"}, {"id": "kpiTuitionText", "component": "TextContent", "text": "$87.4M", "size": "large-heavy"}, {"id": "kpiTuitionSub", "component": "TextContent", "text": "Fall 2024 • +6.5% vs Spring 2024", "size": "small"}, {"id": "kpiHousing", "component": "Card", "children": ["kpiHousingHeader", "kpiHousingProgress", "kpiHousingText"], "variant": "card", "direction": "column", "gap": "xs"}, {"id": "kpiHousingHeader", "component": "TextContent", "text": "9. Housing Occupancy", "size": "small-heavy"}, {"id": "kpiHousingProgress", "component": "Progress", "value": 94, "label": "94% occupied"}, {"id": "kpiHousingText", "component": "TextContent", "text": "2,820 / 3,000 beds filled", "size": "small"}, {"id": "chartsRow", "component": "Card", "children": ["enrollmentCard", "applicationsCard", "alumniCard"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "enrollmentCard", "component": "Card", "children": ["enrollmentHeader", "seriesEnrollment", "enrollmentLineChart"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "enrollmentHeader", "component": "CardHeader", "title": "1. Enrollment — 5 Year Movement", "subtitle": "Total headcount 2020-2024"}, {"id": "seriesEnrollment", "component": "Series", "category": "Enrollment", "values": [10800, 11200, 11750, 12100, 12480]}, {"id": "enrollmentLineChart", "component": "LineChart", "labels": ["2020", "2021", "2022", "2023", "2024"], "series": ["seriesEnrollment"], "variant": "natural", "xLabel": "Year", "yLabel": "Students"}, {"id": "applicationsCard", "component": "Card", "children": ["applicationsHeader", "seriesApplications", "applicationsBarChart", "waitlistInlineText"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "applicationsHeader", "component": "CardHeader", "title": "2. Applications by Program", "subtitle": "Fall 2024 applications (10,987 total)"}, {"id": "seriesApplications", "component": "Series", "category": "Applications", "values": [3200, 2800, 2400, 1500, 900, 600]}, {"id": "applicationsBarChart", "component": "BarChart", "labels": ["Engineering", "Business", "Arts & Sci", "Nursing", "Education", "Law"], "series": ["seriesApplications"], "variant": "grouped", "xLabel": "Program", "yLabel": "Applications"}, {"id": "waitlistInlineText", "component": "TextContent", "text": "See waitlist per program below (14) →", "size": "small"}, {"id": "alumniCard", "component": "Card", "children": ["alumniHeader", "seriesAlumni", "alumniAreaChart"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "alumniHeader", "component": "CardHeader", "title": "11. Alumni Giving — 4 Years", "subtitle": "$2.1M → $3.2M (+52%)"}, {"id": "seriesAlumni", "component": "Series", "category": "Giving ($M)", "values": [2.1, 2.4, 2.8, 3.2]}, {"id": "alumniAreaChart", "component": "AreaChart", "labels": ["2021", "2022", "2023", "2024"], "series": ["seriesAlumni"], "variant": "natural", "xLabel": "Year", "yLabel": "$M"}, {"id": "courseFacultyRow", "component": "Card", "children": ["courseCapacityCard", "facultyLoadCard"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "courseCapacityCard", "component": "Card", "children": ["courseCapacityHeader", "seriesCapacity", "courseCapacityBarChart", "courseCapacityNote"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "courseCapacityHeader", "component": "CardHeader", "title": "5. How Full Each Course Offering Is", "subtitle": "Capacity utilization % ( >100% = over-enrolled )"}, {"id": "seriesCapacity", "component": "Series", "category": "Fill %", "values": [92, 78, 101, 65, 88, 73]}, {"id": "courseCapacityBarChart", "component": "BarChart", "labels": ["CS101", "BIO201", "ECON101", "HIST110", "MATH220", "CHEM150"], "series": ["seriesCapacity"], "variant": "grouped", "xLabel": "Course", "yLabel": "% Full"}, {"id": "courseCapacityNote", "component": "TextContent", "text": "ECON101 at 101% — needs overflow section. HIST110 at 65% — 18 seats open.", "size": "small"}, {"id": "facultyLoadCard", "component": "Card", "children": ["facultyLoadHeader", "seriesLoad", "facultyLoadHBarChart"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "facultyLoadHeader", "component": "CardHeader", "title": "6. Teaching Load by Faculty", "subtitle": "Credit hours — Fall 2024"}, {"id": "seriesLoad", "component": "Series", "category": "Credits", "values": [12, 9, 15, 6, 11, 8]}, {"id": "facultyLoadHBarChart", "component": "HorizontalBarChart", "labels": ["Dr. Smith", "Dr. Lee", "Dr. Patel", "Dr. Garcia", "Dr. Kim", "Dr. Okafor"], "series": ["seriesLoad"], "variant": "grouped", "xLabel": "Credits", "yLabel": "Faculty"}, {"id": "riskScholarshipRow", "component": "Card", "children": ["riskCard", "scholarshipHousingCard"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "riskCard", "component": "Card", "children": ["riskHeader", "riskTable", "riskCallout"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "riskHeader", "component": "CardHeader", "title": "7. Students at Academic Risk", "subtitle": "GPA < 2.0 or probation — 47 students flagged"}, {"id": "riskTable", "component": "Table", "columns": ["colRiskName", "colRiskProgram", "colRiskGPA", "colRiskStatus"]}, {"id": "colRiskName", "component": "Col", "label": "Student", "data": ["Maya Chen", "Jordan Blake", "Sofia Reyes", "Ethan Park"], "type": "string"}, {"id": "colRiskProgram", "component": "Col", "label": "Program", "data": ["Engineering", "Business", "Nursing", "Arts & Sci"], "type": "string"}, {"id": "colRiskGPA", "component": "Col", "label": "GPA", "data": [1.85, 1.92, 1.78, 1.95], "type": "number"}, {"id": "colRiskStatus", "component": "Col", "label": "Status", "data": ["Probation", "At Risk", "Probation", "At Risk"], "type": "string"}, {"id": "riskCallout", "component": "Callout", "variant": "warning", "title": "Advising needed", "description": "4 highest-risk students shown. Export full list for outreach."}, {"id": "scholarshipHousingCard", "component": "Card", "children": ["scholarshipHeader", "scholarshipStackedBar", "scholarshipText", "scholarshipProgress", "housingDetailText"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "scholarshipHeader", "component": "CardHeader", "title": "8. Scholarship Budget Used", "subtitle": "Against total allocation"}, {"id": "scholarshipStackedBar", "component": "SingleStackedBarChart", "labels": ["Used", "Remaining"], "values": [4.2, 0.8]}, {"id": "scholarshipText", "component": "TextContent", "text": "$4.2M used of $5.0M total (84%) — $0.8M remaining for spring awards", "size": "small"}, {"id": "scholarshipProgress", "component": "Progress", "value": 84, "label": "84% utilized"}, {"id": "housingDetailText", "component": "TextContent", "text": "9. Housing: North Hall 98%, West Hall 91%, South Hall 93% — waitlist 68 students", "size": "small"}, {"id": "waitlistEventsRow", "component": "Card", "children": ["waitlistCard", "eventsCard"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "waitlistCard", "component": "Card", "children": ["waitlistHeader", "seriesWaitlist", "waitlistHBarChart"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "waitlistHeader", "component": "CardHeader", "title": "14. 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Campus Events This Month", "subtitle": "November 2024 — 4 highlighted"}, {"id": "eventsListBlock", "component": "ListBlock", "items": ["eventItem1", "eventItem2", "eventItem3", "eventItem4"], "variant": "number"}, {"id": "eventItem1", "component": "ListItem", "title": "Founders Day Convocation", "subtitle": "Nov 8 • Main Quad • 1,200 expected"}, {"id": "eventItem2", "component": "ListItem", "title": "Engineering Career Fair", "subtitle": "Nov 14 • Student Center • 45 employers"}, {"id": "eventItem3", "component": "ListItem", "title": "Research Symposium", "subtitle": "Nov 19 • Library Hall • Abstracts due Nov 5"}, {"id": "eventItem4", "component": "ListItem", "title": "Homecoming & Alumni Gala", "subtitle": "Nov 23 • Stadium & Ballroom • Ties to giving (11)"}, {"id": "actionsRow", "component": "Card", "children": ["approveCourseCard", "messageCard"], "variant": "clear", "direction": "row", "gap": "m", "wrap": true}, {"id": "approveCourseCard", "component": "Card", "children": ["approveCourseHeader", "approveCourseForm"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "approveCourseHeader", "component": "CardHeader", "title": "15. 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Includes case studies and lab.", "rows": 3}, {"id": "approveButtons", "component": "Buttons", "buttons": ["btnApprove", "btnReject"]}, {"id": "btnApprove", "component": "Button", "label": "Approve Course", "variant": "primary"}, {"id": "btnReject", "component": "Button", "label": "Request Revisions", "variant": "secondary"}, {"id": "messageCard", "component": "Card", "children": ["messageHeader", "messageForm"], "variant": "card", "direction": "column", "gap": "s"}, {"id": "messageHeader", "component": "CardHeader", "title": "16. Send Message to Student Group", "subtitle": "Targeted outreach — e.g., at-risk, waitlisted, housing"}, {"id": "messageForm", "component": "Form", "name": "sendMessage", "buttons": "messageButtons", "fields": ["fcGroup", "fcMessage"]}, {"id": "fcGroup", "component": "FormControl", "label": "Recipient Group", "input": "selectGroup"}, {"id": "selectGroup", "component": "Select", "name": "recipientGroup", "items": ["groupRisk", "groupWaitlist", "groupHousing", "groupAll"], "placeholder": "Choose group", "value": "Academic Risk (47 students)"}, {"id": "groupRisk", "component": "SelectItem", "value": "Academic Risk (47 students)", "label": "Academic Risk (47 students)"}, {"id": "groupWaitlist", "component": "SelectItem", "value": "Waitlisted — Business (62)", "label": "Waitlisted — Business (62)"}, {"id": "groupHousing", "component": "SelectItem", "value": "Housing Waitlist (68)", "label": "Housing Waitlist (68)"}, {"id": "groupAll", "component": "SelectItem", "value": "All Engineering Applicants", "label": "All Engineering Applicants"}, {"id": "fcMessage", "component": "FormControl", "label": "Message", "input": "textAreaMessage", "hint": "Will be sent via email + portal notification"}, {"id": "textAreaMessage", "component": "TextArea", "name": "message", "placeholder": "Write your message to the selected group...", "value": "Hi everyone — advising check-ins are open this week. Please book a slot by Friday so we can support your success.", "rows": 4}, {"id": "messageButtons", "component": "Buttons", "buttons": ["btnSend", "btnPreview"]}, {"id": "btnSend", "component": "Button", "label": "Send Message", "variant": "primary"}, {"id": "btnPreview", "component": "Button", "label": "Preview", "variant": "tertiary"}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..a808fd2c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r2.txt
@@ -0,0 +1,968 @@
+University Administrator overview — covering all 16 requested metrics in a single operational screen.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "university-admin-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E40AF",
+      "agentDisplayName": "Campus Insight"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "university-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "headerCard",
+          "filterCard",
+          "kpiRow",
+          "rowEnrollmentAlumni",
+          "rowAppsWaitlist",
+          "rowCoursesTeaching",
+          "rowRiskHousingEvents",
+          "rowCompareActions"
+        ]
+      },
+      {
+        "id": "headerCard",
+        "component": "Card",
+        "variant": "card",
+        "children": ["headingMain", "subText", "headerMetaRow"]
+      },
+      {
+        "id": "headingMain",
+        "component": "Heading",
+        "text": "University Administrator Overview",
+        "level": "h1"
+      },
+      {
+        "id": "subText",
+        "component": "TextContent",
+        "text": "Fall 2025 • All departments • Last refreshed today 08:00 AM",
+        "size": "small"
+      },
+      {
+        "id": "headerMetaRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "children": ["badgeEnrollment", "badgeSemester", "badgeAccredited"]
+      },
+      {
+        "id": "badgeEnrollment",
+        "component": "Badge",
+        "text": "Total Enrollment: 28,420",
+        "variant": "default"
+      },
+      {
+        "id": "badgeSemester",
+        "component": "Badge",
+        "text": "Fall 2025 Active",
+        "variant": "secondary"
+      },
+      {
+        "id": "badgeAccredited",
+        "component": "Badge",
+        "text": "AY 2025-26",
+        "variant": "outline"
+      },
+      {
+        "id": "filterCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": ["formControlDeptFilter", "filterActions", "textFilterHint"]
+      },
+      {
+        "id": "formControlDeptFilter",
+        "component": "FormControl",
+        "label": "Focus on one department (12)",
+        "input": "deptSelect"
+      },
+      {
+        "id": "deptSelect",
+        "component": "Select",
+        "name": "department",
+        "placeholder": "All Departments",
+        "value": "all",
+        "items": ["deptAll", "deptEng", "deptBusiness", "deptArts", "deptNursing", "deptEdu", "deptCS"]
+      },
+      {
+        "id": "deptAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All Departments"
+      },
+      {
+        "id": "deptEng",
+        "component": "SelectItem",
+        "value": "engineering",
+        "label": "Engineering"
+      },
+      {
+        "id": "deptBusiness",
+        "component": "SelectItem",
+        "value": "business",
+        "label": "Business"
+      },
+      {
+        "id": "deptArts",
+        "component": "SelectItem",
+        "value": "arts",
+        "label": "Arts & Sciences"
+      },
+      {
+        "id": "deptNursing",
+        "component": "SelectItem",
+        "value": "nursing",
+        "label": "Nursing"
+      },
+      {
+        "id": "deptEdu",
+        "component": "SelectItem",
+        "value": "education",
+        "label": "Education"
+      },
+      {
+        "id": "deptCS",
+        "component": "SelectItem",
+        "value": "cs",
+        "label": "Computer Science"
+      },
+      {
+        "id": "filterActions",
+        "component": "Buttons",
+        "buttons": ["btnApplyFilter", "btnReset"],
+        "direction": "row"
+      },
+      {
+        "id": "btnApplyFilter",
+        "component": "Button",
+        "label": "Apply Filter",
+        "variant": "primary"
+      },
+      {
+        "id": "btnReset",
+        "component": "Button",
+        "label": "Reset",
+        "variant": "secondary"
+      },
+      {
+        "id": "textFilterHint",
+        "component": "TextContent",
+        "text": "Filtering updates enrollment, revenue, and teaching load views.",
+        "size": "small"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["kpiTuition", "kpiAcceptance", "kpiScholarship", "kpiHousing", "kpiEnrollmentTrendMini"]
+      },
+      {
+        "id": "kpiTuition",
+        "component": "Card",
+        "variant": "card",
+        "children": ["cardHeaderTuition", "textTuitionValue", "textTuitionSub", "progressTuitionGoal"]
+      },
+      {
+        "id": "cardHeaderTuition",
+        "component": "CardHeader",
+        "title": "Tuition Revenue (4)",
+        "subtitle": "This Year • Fall 2025"
+      },
+      {
+        "id": "textTuitionValue",
+        "component": "TextContent",
+        "text": "$142.5M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textTuitionSub",
+        "component": "TextContent",
+        "text": "+8.2% vs last year • Target $145M",
+        "size": "small"
+      },
+      {
+        "id": "progressTuitionGoal",
+        "component": "Progress",
+        "value": 98,
+        "label": "98% of annual target"
+      },
+      {
+        "id": "kpiAcceptance",
+        "component": "Card",
+        "variant": "card",
+        "children": ["cardHeaderAcceptance", "textAcceptanceValue", "textAcceptanceSub", "progressAcceptance"]
+      },
+      {
+        "id": "cardHeaderAcceptance",
+        "component": "CardHeader",
+        "title": "Acceptance Rate (3)",
+        "subtitle": "17,320 admitted / 27,900 applied"
+      },
+      {
+        "id": "textAcceptanceValue",
+        "component": "TextContent",
+        "text": "62.1%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textAcceptanceSub",
+        "component": "TextContent",
+        "text": "-1.4% vs last year • More selective",
+        "size": "small"
+      },
+      {
+        "id": "progressAcceptance",
+        "component": "Progress",
+        "value": 62.1,
+        "label": "Acceptance rate"
+      },
+      {
+        "id": "kpiScholarship",
+        "component": "Card",
+        "variant": "card",
+        "children": ["cardHeaderScholarship", "textScholarshipValue", "progressScholarship", "textScholarshipDetail"]
+      },
+      {
+        "id": "cardHeaderScholarship",
+        "component": "CardHeader",
+        "title": "Scholarship Budget (8)",
+        "subtitle": "Used against total"
+      },
+      {
+        "id": "textScholarshipValue",
+        "component": "TextContent",
+        "text": "$3.24M / $4.50M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "progressScholarship",
+        "component": "Progress",
+        "value": 72,
+        "label": "72% utilized"
+      },
+      {
+        "id": "textScholarshipDetail",
+        "component": "TextContent",
+        "text": "$1.26M remaining • 1,840 awards disbursed",
+        "size": "small"
+      },
+      {
+        "id": "kpiHousing",
+        "component": "Card",
+        "variant": "card",
+        "children": ["cardHeaderHousing", "textHousingValue", "progressHousing", "textHousingDetail"]
+      },
+      {
+        "id": "cardHeaderHousing",
+        "component": "CardHeader",
+        "title": "Housing Occupancy (9)",
+        "subtitle": "On-campus residence halls"
+      },
+      {
+        "id": "textHousingValue",
+        "component": "TextContent",
+        "text": "92.4%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "progressHousing",
+        "component": "Progress",
+        "value": 92.4,
+        "label": "3,438 / 3,720 beds occupied"
+      },
+      {
+        "id": "textHousingDetail",
+        "component": "TextContent",
+        "text": "282 beds available • Waitlist: 64 students",
+        "size": "small"
+      },
+      {
+        "id": "kpiEnrollmentTrendMini",
+        "component": "Card",
+        "variant": "card",
+        "children": ["cardHeaderMiniEnroll", "textMiniEnroll", "textMiniEnrollSub", "tagEnrollmentGrowth"]
+      },
+      {
+        "id": "cardHeaderMiniEnroll",
+        "component": "CardHeader",
+        "title": "Total Enrollment (1)",
+        "subtitle": "5-year movement"
+      },
+      {
+        "id": "textMiniEnroll",
+        "component": "TextContent",
+        "text": "28,420 students",
+        "size": "large-heavy"
+      },
+      {
+        "id": "textMiniEnrollSub",
+        "component": "TextContent",
+        "text": "2021: 24,500 → 2025: 28,420 (+16%)",
+        "size": "small"
+      },
+      {
+        "id": "tagEnrollmentGrowth",
+        "component": "Tag",
+        "text": "↑ Steady growth 5 years",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "rowEnrollmentAlumni",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["enrollmentTrendCard", "alumniGivingCard"]
+      },
+      {
+        "id": "enrollmentTrendCard",
+        "component": "Card",
+        "children": ["cardHeaderEnrollment", "lineChartEnrollment", "textEnrollmentNote"]
+      },
+      {
+        "id": "cardHeaderEnrollment",
+        "component": "CardHeader",
+        "title": "Total Enrollment — 5 Year Trend",
+        "subtitle": "Headcount at census (Fall)"
+      },
+      {
+        "id": "lineChartEnrollment",
+        "component": "LineChart",
+        "labels": ["2021", "2022", "2023", "2024", "2025"],
+        "series": ["seriesEnrollment"],
+        "variant": "natural",
+        "xLabel": "Academic Year",
+        "yLabel": "Students"
+      },
+      {
+        "id": "seriesEnrollment",
+        "component": "Series",
+        "category": "Total Enrollment",
+        "values": [24500, 25120, 26300, 27150, 28420]
+      },
+      {
+        "id": "textEnrollmentNote",
+        "component": "TextContent",
+        "text": "CAGR 3.8% • Largest gain in Computer Science & Nursing.",
+        "size": "small"
+      },
+      {
+        "id": "alumniGivingCard",
+        "component": "Card",
+        "children": ["cardHeaderAlumni", "areaChartAlumni", "textAlumniNote"]
+      },
+      {
+        "id": "cardHeaderAlumni",
+        "component": "CardHeader",
+        "title": "Alumni Giving — Past 4 Years (11)",
+        "subtitle": "Annual donations"
+      },
+      {
+        "id": "areaChartAlumni",
+        "component": "AreaChart",
+        "labels": ["2021-22", "2022-23", "2023-24", "2024-25"],
+        "series": ["seriesAlumni"],
+        "variant": "natural",
+        "xLabel": "Fiscal Year",
+        "yLabel": "$ Millions"
+      },
+      {
+        "id": "seriesAlumni",
+        "component": "Series",
+        "category": "Giving",
+        "values": [4.2, 4.8, 5.1, 5.6]
+      },
+      {
+        "id": "textAlumniNote",
+        "component": "TextContent",
+        "text": "$5.6M this year (+9.8% YoY) — 12,400 donors, avg gift $452",
+        "size": "small"
+      },
+      {
+        "id": "rowAppsWaitlist",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["applicationsCard", "waitlistCard"]
+      },
+      {
+        "id": "applicationsCard",
+        "component": "Card",
+        "children": ["cardHeaderApps", "barChartApps", "textAppsNote"]
+      },
+      {
+        "id": "cardHeaderApps",
+        "component": "CardHeader",
+        "title": "Applications by Program (2)",
+        "subtitle": "Fall 2025 applicants"
+      },
+      {
+        "id": "barChartApps",
+        "component": "BarChart",
+        "labels": ["Engineering", "Business", "Arts & Sci", "Nursing", "Education", "Comp Sci"],
+        "series": ["seriesApps"],
+        "variant": "grouped",
+        "xLabel": "Program",
+        "yLabel": "Applications"
+      },
+      {
+        "id": "seriesApps",
+        "component": "Series",
+        "category": "Applications",
+        "values": [4220, 3850, 3120, 1840, 1520, 2980]
+      },
+      {
+        "id": "textAppsNote",
+        "component": "TextContent",
+        "text": "Total 17,530 • Comp Sci +22% YoY is fastest growing",
+        "size": "small"
+      },
+      {
+        "id": "waitlistCard",
+        "component": "Card",
+        "children": ["cardHeaderWaitlist", "hBarWaitlist", "textWaitlistNote"]
+      },
+      {
+        "id": "cardHeaderWaitlist",
+        "component": "CardHeader",
+        "title": "Waitlisted Students per Program (14)",
+        "subtitle": "Active waitlist as of today"
+      },
+      {
+        "id": "hBarWaitlist",
+        "component": "HorizontalBarChart",
+        "labels": ["Engineering", "Business", "Arts & Sci", "Nursing", "Education", "Comp Sci"],
+        "series": ["seriesWaitlist"],
+        "variant": "grouped",
+        "xLabel": "Students",
+        "yLabel": "Program"
+      },
+      {
+        "id": "seriesWaitlist",
+        "component": "Series",
+        "category": "Waitlisted",
+        "values": [185, 210, 95, 132, 42, 268]
+      },
+      {
+        "id": "textWaitlistNote",
+        "component": "TextContent",
+        "text": "932 total waitlisted • Comp Sci bottleneck: CS101 & CS201",
+        "size": "small"
+      },
+      {
+        "id": "rowCoursesTeaching",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["courseFullnessCard", "teachingLoadCard"]
+      },
+      {
+        "id": "courseFullnessCard",
+        "component": "Card",
+        "children": ["cardHeaderCourses", "tableCourses", "textCoursesNote"]
+      },
+      {
+        "id": "cardHeaderCourses",
+        "component": "CardHeader",
+        "title": "How Full Each Course Offering Is (5)",
+        "subtitle": "Fall 2025 • Top 6 by enrollment"
+      },
+      {
+        "id": "tableCourses",
+        "component": "Table",
+        "columns": ["colCourse", "colEnrolled", "colCapacity", "colFill"]
+      },
+      {
+        "id": "colCourse",
+        "component": "Col",
+        "label": "Course",
+        "data": ["CS101 Intro to Programming", "BUS301 Finance", "ENG204 Thermodynamics", "NUR210 Pathophysiology", "PSY101 General Psych", "EDU310 Curriculum Design"],
+        "type": "string"
+      },
+      {
+        "id": "colEnrolled",
+        "component": "Col",
+        "label": "Enrolled",
+        "data": [342, 285, 210, 168, 310, 95],
+        "type": "number"
+      },
+      {
+        "id": "colCapacity",
+        "component": "Col",
+        "label": "Capacity",
+        "data": [360, 300, 240, 180, 320, 120],
+        "type": "number"
+      },
+      {
+        "id": "colFill",
+        "component": "Col",
+        "label": "Fill %",
+        "data": ["95%", "95%", "88%", "93%", "97%", "79%"],
+        "type": "string"
+      },
+      {
+        "id": "textCoursesNote",
+        "component": "TextContent",
+        "text": "Avg fill 91% • 14 sections >95% — consider adding sections for CS101, PSY101",
+        "size": "small"
+      },
+      {
+        "id": "teachingLoadCard",
+        "component": "Card",
+        "children": ["cardHeaderTeaching", "hBarTeaching", "textTeachingNote"]
+      },
+      {
+        "id": "cardHeaderTeaching",
+        "component": "CardHeader",
+        "title": "Teaching Load by Faculty (6)",
+        "subtitle": "Courses assigned this semester"
+      },
+      {
+        "id": "hBarTeaching",
+        "component": "HorizontalBarChart",
+        "labels": ["Dr. A. Smith (CS)", "Dr. L. Chen (BUS)", "Dr. R. Patel (ENG)", "Dr. M. Johnson (NUR)", "Dr. K. Williams (PSY)", "Dr. J. Davis (EDU)"],
+        "series": ["seriesTeaching"],
+        "variant": "grouped",
+        "xLabel": "Courses",
+        "yLabel": "Faculty"
+      },
+      {
+        "id": "seriesTeaching",
+        "component": "Series",
+        "category": "Courses Taught",
+        "values": [4, 3, 4, 2, 3, 2]
+      },
+      {
+        "id": "textTeachingNote",
+        "component": "TextContent",
+        "text": "Avg load 3.0 • Max is 4 (contract limit 4) • 2 adjuncts needed for Spring",
+        "size": "small"
+      },
+      {
+        "id": "rowRiskHousingEvents",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["riskCard", "eventsCard"]
+      },
+      {
+        "id": "riskCard",
+        "component": "Card",
+        "children": ["cardHeaderRisk", "alertRisk", "tableRisk"]
+      },
+      {
+        "id": "cardHeaderRisk",
+        "component": "CardHeader",
+        "title": "Students at Academic Risk (7)",
+        "subtitle": "GPA <2.0 or <75% completion • 186 flagged"
+      },
+      {
+        "id": "alertRisk",
+        "component": "Alert",
+        "title": "Immediate attention required",
+        "description": "23 students on probation with GPA <1.5 — outreach triggered.",
+        "variant": "warning"
+      },
+      {
+        "id": "tableRisk",
+        "component": "Table",
+        "columns": ["colRiskName", "colRiskProgram", "colRiskGPA", "colRiskStatus"]
+      },
+      {
+        "id": "colRiskName",
+        "component": "Col",
+        "label": "Student",
+        "data": ["J. Martinez (SR)", "A. Thompson (JR)", "S. Kim (SO)", "D. Okafor (FR)", "L. Nguyen (JR)"],
+        "type": "string"
+      },
+      {
+        "id": "colRiskProgram",
+        "component": "Col",
+        "label": "Program",
+        "data": ["Engineering", "Business", "Comp Sci", "Nursing", "Arts & Sci"],
+        "type": "string"
+      },
+      {
+        "id": "colRiskGPA",
+        "component": "Col",
+        "label": "GPA",
+        "data": [1.42, 1.68, 1.89, 1.55, 1.91],
+        "type": "number"
+      },
+      {
+        "id": "colRiskStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": ["Probation", "At Risk", "At Risk", "Probation", "At Risk"],
+        "type": "string"
+      },
+      {
+        "id": "eventsCard",
+        "component": "Card",
+        "children": ["cardHeaderEvents", "calendarEvents", "listEvents", "textEventsNote"]
+      },
+      {
+        "id": "cardHeaderEvents",
+        "component": "CardHeader",
+        "title": "Campus Events This Month (10)",
+        "subtitle": "October 2025 • 18 scheduled"
+      },
+      {
+        "id": "calendarEvents",
+        "component": "CalendarBlock",
+        "mode": "single",
+        "defaultMonth": "2025-10-01",
+        "numberOfMonths": 1,
+        "captionLayout": "label"
+      },
+      {
+        "id": "listEvents",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["event1", "event2", "event3", "event4"]
+      },
+      {
+        "id": "event1",
+        "component": "ListItem",
+        "title": "Oct 14 — Fall Career Fair",
+        "subtitle": "Student Center • 400+ employers • 1,200 RSVPs"
+      },
+      {
+        "id": "event2",
+        "component": "ListItem",
+        "title": "Oct 18 — Homecoming & Alumni Reunion",
+        "subtitle": "Stadium & Quad • Est. 5,000 attendees"
+      },
+      {
+        "id": "event3",
+        "component": "ListItem",
+        "title": "Oct 22 — Research Symposium",
+        "subtitle": "Science Hall • 85 poster presentations"
+      },
+      {
+        "id": "event4",
+        "component": "ListItem",
+        "title": "Oct 28 — Housing Town Hall",
+        "subtitle": "Residence Life • Capacity & waitlist discussion"
+      },
+      {
+        "id": "textEventsNote",
+        "component": "TextContent",
+        "text": "View full calendar → 18 events, 3 require admin approval.",
+        "size": "small"
+      },
+      {
+        "id": "rowCompareActions",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["semesterCompareCard", "actionsColumn"]
+      },
+      {
+        "id": "semesterCompareCard",
+        "component": "Card",
+        "children": ["cardHeaderCompare", "barChartCompare", "textCompareNote"]
+      },
+      {
+        "id": "cardHeaderCompare",
+        "component": "CardHeader",
+        "title": "This Semester Compared with Last (13)",
+        "subtitle": "Fall 2025 vs Spring 2025"
+      },
+      {
+        "id": "barChartCompare",
+        "component": "BarChart",
+        "labels": ["Enrollment", "Avg GPA", "Retention %", "Courses Offered", "Avg Fill %"],
+        "series": ["seriesCurrent", "seriesLast"],
+        "variant": "grouped",
+        "xLabel": "Metric",
+        "yLabel": "Value"
+      },
+      {
+        "id": "seriesCurrent",
+        "component": "Series",
+        "category": "Fall 2025",
+        "values": [28420, 3.21, 89.2, 1240, 91]
+      },
+      {
+        "id": "seriesLast",
+        "component": "Series",
+        "category": "Spring 2025",
+        "values": [27880, 3.18, 88.5, 1185, 88]
+      },
+      {
+        "id": "textCompareNote",
+        "component": "TextContent",
+        "text": "Enrollment +1.9% semester-over-semester • Retention +0.7pp • 55 more sections offered.",
+        "size": "small"
+      },
+      {
+        "id": "actionsColumn",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": ["approveCourseCard", "messageGroupCard"]
+      },
+      {
+        "id": "approveCourseCard",
+        "component": "Card",
+        "children": ["cardHeaderApprove", "textApproveDesc", "formApprove"]
+      },
+      {
+        "id": "cardHeaderApprove",
+        "component": "CardHeader",
+        "title": "Approve a New Course (15)",
+        "subtitle": "Pending: CS450 — AI Ethics (Comp Sci)"
+      },
+      {
+        "id": "textApproveDesc",
+        "component": "TextContent",
+        "text": "Proposed by Dr. A. Smith • 3 credits • 45 capacity • Prerequisites: CS301. Review syllabus and approve or request revisions.",
+        "size": "small"
+      },
+      {
+        "id": "formApprove",
+        "component": "Form",
+        "name": "approveCourse",
+        "fields": ["formControlCourseName", "formControlDeptApprove", "formControlCredits", "formControlDescApprove"],
+        "buttons": "buttonsApprove"
+      },
+      {
+        "id": "formControlCourseName",
+        "component": "FormControl",
+        "label": "Course Title",
+        "input": "inputCourseName"
+      },
+      {
+        "id": "inputCourseName",
+        "component": "Input",
+        "name": "courseTitle",
+        "value": "CS450 — AI Ethics",
+        "placeholder": "Course title"
+      },
+      {
+        "id": "formControlDeptApprove",
+        "component": "FormControl",
+        "label": "Department",
+        "input": "selectDeptApprove"
+      },
+      {
+        "id": "selectDeptApprove",
+        "component": "Select",
+        "name": "deptApprove",
+        "value": "cs",
+        "items": ["deptApproveCS", "deptApproveEng", "deptApproveBus"]
+      },
+      {
+        "id": "deptApproveCS",
+        "component": "SelectItem",
+        "value": "cs",
+        "label": "Computer Science"
+      },
+      {
+        "id": "deptApproveEng",
+        "component": "SelectItem",
+        "value": "engineering",
+        "label": "Engineering"
+      },
+      {
+        "id": "deptApproveBus",
+        "component": "SelectItem",
+        "value": "business",
+        "label": "Business"
+      },
+      {
+        "id": "formControlCredits",
+        "component": "FormControl",
+        "label": "Credits / Capacity",
+        "input": "inputCredits"
+      },
+      {
+        "id": "inputCredits",
+        "component": "Input",
+        "name": "credits",
+        "value": "3 credits • 45 seats",
+        "placeholder": "e.g., 3"
+      },
+      {
+        "id": "formControlDescApprove",
+        "component": "FormControl",
+        "label": "Decision Notes",
+        "hint": "Visible to proposer",
+        "input": "textAreaApprove"
+      },
+      {
+        "id": "textAreaApprove",
+        "component": "TextArea",
+        "name": "decisionNotes",
+        "placeholder": "Add comments for approval or revision request...",
+        "rows": 3
+      },
+      {
+        "id": "buttonsApprove",
+        "component": "Buttons",
+        "buttons": ["btnApprove", "btnRequestRevision", "btnReject"],
+        "direction": "row"
+      },
+      {
+        "id": "btnApprove",
+        "component": "Button",
+        "label": "Approve Course",
+        "variant": "primary"
+      },
+      {
+        "id": "btnRequestRevision",
+        "component": "Button",
+        "label": "Request Revisions",
+        "variant": "secondary"
+      },
+      {
+        "id": "btnReject",
+        "component": "Button",
+        "label": "Reject",
+        "variant": "tertiary",
+        "type": "destructive"
+      },
+      {
+        "id": "messageGroupCard",
+        "component": "Card",
+        "children": ["cardHeaderMessage", "textMessageDesc", "formMessage"]
+      },
+      {
+        "id": "cardHeaderMessage",
+        "component": "CardHeader",
+        "title": "Send Message to Student Group (16)",
+        "subtitle": "Targeted communication"
+      },
+      {
+        "id": "textMessageDesc",
+        "component": "TextContent",
+        "text": "Send to academic-risk students, waitlisted, housing waitlist, or by program. Messages are logged for FERPA audit.",
+        "size": "small"
+      },
+      {
+        "id": "formMessage",
+        "component": "Form",
+        "name": "sendMessage",
+        "fields": ["formControlGroup", "formControlSubject", "formControlMessageBody"],
+        "buttons": "buttonsMessage"
+      },
+      {
+        "id": "formControlGroup",
+        "component": "FormControl",
+        "label": "Recipient Group",
+        "input": "selectGroup"
+      },
+      {
+        "id": "selectGroup",
+        "component": "Select",
+        "name": "recipientGroup",
+        "placeholder": "Select group",
+        "items": ["groupRisk", "groupWaitlistCS", "groupHousingWaitlist", "groupNursing", "groupAllFreshmen"]
+      },
+      {
+        "id": "groupRisk",
+        "component": "SelectItem",
+        "value": "risk",
+        "label": "Academic Risk (186 students)"
+      },
+      {
+        "id": "groupWaitlistCS",
+        "component": "SelectItem",
+        "value": "waitlist_cs",
+        "label": "Waitlisted — Comp Sci (268)"
+      },
+      {
+        "id": "groupHousingWaitlist",
+        "component": "SelectItem",
+        "value": "housing_waitlist",
+        "label": "Housing Waitlist (64)"
+      },
+      {
+        "id": "groupNursing",
+        "component": "SelectItem",
+        "value": "nursing_all",
+        "label": "All Nursing Students (1,840)"
+      },
+      {
+        "id": "groupAllFreshmen",
+        "component": "SelectItem",
+        "value": "freshmen",
+        "label": "All Freshmen (6,420)"
+      },
+      {
+        "id": "formControlSubject",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "inputSubject"
+      },
+      {
+        "id": "inputSubject",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Advising support available this week"
+      },
+      {
+        "id": "formControlMessageBody",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "textAreaMessage"
+      },
+      {
+        "id": "textAreaMessage",
+        "component": "TextArea",
+        "name": "messageBody",
+        "placeholder": "Write message to selected group...",
+        "rows": 4
+      },
+      {
+        "id": "buttonsMessage",
+        "component": "Buttons",
+        "buttons": ["btnSendMessage", "btnPreview"],
+        "direction": "row"
+      },
+      {
+        "id": "btnSendMessage",
+        "component": "Button",
+        "label": "Send Message",
+        "variant": "primary"
+      },
+      {
+        "id": "btnPreview",
+        "component": "Button",
+        "label": "Preview",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..c4f1103d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r3.txt
@@ -0,0 +1,5 @@
+Comprehensive University Administrator Overview covering all 16 requested metrics in a single operational screen.
+
+<a2ui-json>{"version":"v0.9","createSurface":{"surfaceId":"university-admin-overview","catalogId":"thesys.dev:c1-openui"}}</a2ui-json>
+
+<a2ui-json>{"version":"v0.9","updateComponents":{"surfaceId":"university-admin-overview","components":[{"component":"Card","id":"root","children":["header","filterCard","kpiRow","secondRow","thirdRow","courseCapacityCard","facultyLoadCard","riskScholarshipRow","eventsCard","actionsRow"],"direction":"column","gap":"l"},{"component":"CardHeader","id":"header","title":"University Administrator Overview","subtitle":"Academic Year 2025-2026 • Fall Semester • Updated 2 hours ago"},{"component":"Card","id":"filterCard","children":["deptFilterControl","filterHint"],"variant":"sunk","direction":"column","gap":"s"},{"component":"FormControl","id":"deptFilterControl","label":"Focus on Department (12)","input":"departmentSelect","hint":"Filter all charts and tables below by department"},{"component":"Select","id":"departmentSelect","name":"department","items":["deptAll","deptEng","deptArts","deptBus","deptMed"],"placeholder":"All University","value":"All University"},{"component":"SelectItem","id":"deptAll","value":"All University","label":"All University (16,420 students)"},{"component":"SelectItem","id":"deptEng","value":"Engineering","label":"College of Engineering"},{"component":"SelectItem","id":"deptArts","value":"Arts & Sciences","label":"Arts & Sciences"},{"component":"SelectItem","id":"deptBus","value":"Business","label":"School of Business"},{"component":"SelectItem","id":"deptMed","value":"Medicine","label":"School of Medicine"},{"component":"TextContent","id":"filterHint","text":"**Tip:** Selecting a department instantly filters: enrollment trend, applications, course fill, faculty load, waitlists and at-risk students. Currently showing: **All University**"},{"component":"Card","id":"kpiRow","children":["enrollmentCard","acceptanceCard","revenueCard","housingCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"enrollmentCard","children":["enrollmentHeader","enrollmentValue","enrollmentTrendChart","enrollmentDetail"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"enrollmentHeader","title":"Total Enrollment (1)","subtitle":"5-Year Trend"},{"component":"Heading","id":"enrollmentValue","text":"16,420 students","level":"h2"},{"component":"LineChart","id":"enrollmentTrendChart","labels":["2021","2022","2023","2024","2025"],"series":["enrollmentSeries"],"variant":"natural","xLabel":"Academic Year","yLabel":"Students"},{"component":"Series","id":"enrollmentSeries","category":"Total Enrollment","values":[14200,14850,15230,15890,16420]},{"component":"TextContent","id":"enrollmentDetail","text":"↑ +3.3% YoY | +15.6% over 5 years. Growth driven by Engineering (+12%) and Business (+9%).","size":"small"},{"component":"Card","id":"acceptanceCard","children":["acceptanceHeader","acceptanceProgress","acceptanceDetail"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"acceptanceHeader","title":"Acceptance Rate (3)","subtitle":"2025 Admissions Cycle"},{"component":"Progress","id":"acceptanceProgress","value":64,"label":"64% Accepted (7,450 / 11,640 applicants)"},{"component":"TextContent","id":"acceptanceDetail","text":"Applications: 11,640 • Admitted: 7,450 • Enrolled: 4,210 (56.5% yield). Down 2pts vs last year - more selective.","size":"small"},{"component":"Card","id":"revenueCard","children":["revenueHeader","revenueValue","revenueDetail","revenueCompare"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"revenueHeader","title":"Tuition Revenue (4)","subtitle":"Current Fiscal Year"},{"component":"Heading","id":"revenueValue","text":"$142.8M","level":"h2"},{"component":"TextContent","id":"revenueDetail","text":"Collected to date: $142.8M of $168M projected (85%). Net after scholarships: $135.0M","size":"small"},{"component":"TextContent","id":"revenueCompare","text":"▲ +6.2% vs last year ($134.5M)","size":"small"},{"component":"Card","id":"housingCard","children":["housingHeader","housingProgress","housingDetail"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"housingHeader","title":"Housing Occupancy (9)","subtitle":"On-Campus Residence"},{"component":"Progress","id":"housingProgress","value":92,"label":"92% Occupied - 4,380 / 4,760 beds"},{"component":"TextContent","id":"housingDetail","text":"Waitlist: 210 students • 380 beds reserved for freshmen. North Hall at 98% capacity.","size":"small"},{"component":"Card","id":"secondRow","children":["applicationsCard","waitlistCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"applicationsCard","children":["applicationsHeader","applicationsChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"applicationsHeader","title":"Applications by Program (2)","subtitle":"2025 Cycle • Total 12,710"},{"component":"HorizontalBarChart","id":"applicationsChart","labels":["Engineering","Business","Arts & Sciences","Medicine","Law","Education"],"series":["applicationsSeries"],"xLabel":"Applications"},{"component":"Series","id":"applicationsSeries","category":"Applications","values":[3420,2850,3100,1240,980,1120]},{"component":"Card","id":"waitlistCard","children":["waitlistHeader","waitlistChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"waitlistHeader","title":"Waitlisted Students per Program (14)","subtitle":"Fall 2025 • 965 total"},{"component":"BarChart","id":"waitlistChart","labels":["Eng","Business","Arts & Sci","Medicine","Law","Education"],"series":["waitlistSeries"],"variant":"grouped","yLabel":"Waitlisted"},{"component":"Series","id":"waitlistSeries","category":"Waitlisted","values":[210,165,340,85,45,120]},{"component":"Card","id":"thirdRow","children":["alumniCard","semesterCompareCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"alumniCard","children":["alumniHeader","alumniChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"alumniHeader","title":"Alumni Giving (11)","subtitle":"Past 4 Years • in $M"},{"component":"LineChart","id":"alumniChart","labels":["2022","2023","2024","2025"],"series":["alumniSeries"],"variant":"natural","yLabel":"$M"},{"component":"Series","id":"alumniSeries","category":"Giving","values":[4.2,4.8,5.1,6.3]},{"component":"Card","id":"semesterCompareCard","children":["semesterHeader","semesterChart","semesterNote"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"semesterHeader","title":"This Semester vs Last (13)","subtitle":"Fall 2025 (Current) vs Spring 2025"},{"component":"BarChart","id":"semesterChart","labels":["Enrollment","Courses Offered","Avg GPA","Retention %"],"series":["semesterSeriesThis","semesterSeriesLast"],"variant":"grouped"},{"component":"Series","id":"semesterSeriesThis","category":"Fall 2025","values":[16420,642,3.31,89]},{"component":"Series","id":"semesterSeriesLast","category":"Spring 2025","values":[15890,618,3.28,87]},{"component":"TextContent","id":"semesterNote","text":"Enrollment +530 (+3.3%) • Retention +2pts • 24 more course offerings this fall.","size":"small"},{"component":"Card","id":"courseCapacityCard","children":["courseHeader","courseTable"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"courseHeader","title":"Course Offering Fill Rate (5)","subtitle":"Fall 2025 • How full each offering is • Capacity utilization"},{"component":"Table","id":"courseTable","columns":["colCourse","colEnrolled","colCapacity","colFill"]},{"component":"Col","id":"colCourse","label":"Course","data":["CS 101 - Intro to Programming","BUS 310 - Corporate Finance","BIO 201 - Genetics","ENG 202 - Modern Literature","MED 501 - Anatomy","LAW 401 - Constitutional Law"],"type":"string"},{"component":"Col","id":"colEnrolled","label":"Enrolled","data":[245,180,165,95,72,110],"type":"number"},{"component":"Col","id":"colCapacity","label":"Capacity","data":[250,200,180,120,80,120],"type":"number"},{"component":"Col","id":"colFill","label":"Fill %","data":["98%","90%","92%","79%","90%","92%"],"type":"string"},{"component":"Card","id":"facultyLoadCard","children":["facultyHeader","facultyChart"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"facultyHeader","title":"Teaching Load by Faculty (6)","subtitle":"Credit Hours • Fall 2025"},{"component":"HorizontalBarChart","id":"facultyChart","labels":["Dr. Carter (Eng)","Prof. Liu (Business)","Dr. Evans (Biology)","Prof. Singh (Arts)","Dr. Alvarez (Med)"],"series":["facultySeries"],"xLabel":"Credit Hours"},{"component":"Series","id":"facultySeries","category":"Load","values":[12,9,15,8,11]},{"component":"Card","id":"riskScholarshipRow","children":["atRiskCard","scholarshipBudgetCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"atRiskCard","children":["atRiskHeader","atRiskTable","atRiskCallout"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"atRiskHeader","title":"Students at Academic Risk (7)","subtitle":"GPA < 2.0 or 2+ failed courses • 47 flagged"},{"component":"Table","id":"atRiskTable","columns":["colStudent","colProgramRisk","colGPA","colRiskLevel"]},{"component":"Col","id":"colStudent","label":"Student","data":["J. Martinez (ID 88421)","S. Chen (ID 89102)","A. Okafor (ID 87933)","K. Thompson (ID 90211)","R. Patel (ID 88765)"],"type":"string"},{"component":"Col","id":"colProgramRisk","label":"Program","data":["Engineering","Business","Arts & Sci","Medicine","Engineering"],"type":"string"},{"component":"Col","id":"colGPA","label":"GPA","data":[1.72,1.85,1.91,1.68,1.95],"type":"number"},{"component":"Col","id":"colRiskLevel","label":"Risk","data":["High","Medium","Medium","High","Medium"],"type":"string"},{"component":"Callout","id":"atRiskCallout","variant":"warning","title":"Action Required","description":"12 students on probation, 3 pending dismissal review. Use message tool to contact group."},{"component":"Card","id":"scholarshipBudgetCard","children":["scholarshipHeader","scholarshipProgress","scholarshipBar","scholarshipDetail"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"scholarshipHeader","title":"Scholarship Budget (8)","subtitle":"Used vs Total Allocation"},{"component":"Progress","id":"scholarshipProgress","value":78,"label":"78% Used — $7.8M of $10.0M"},{"component":"SingleStackedBarChart","id":"scholarshipBar","labels":["Used","Remaining"],"values":[7.8,2.2]},{"component":"TextContent","id":"scholarshipDetail","text":"Remaining: $2.2M • 1,240 recipients avg $6,290. Projected to reach 95% by spring.","size":"small"},{"component":"Card","id":"eventsCard","children":["eventsHeader","eventsList"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"eventsHeader","title":"Campus Events This Month (10)","subtitle":"October 2025 • 5 featured events"},{"component":"ListBlock","id":"eventsList","items":["event1","event2","event3","event4","event5"],"variant":"number"},{"component":"ListItem","id":"event1","title":"Fall Career Fair","subtitle":"Oct 8 • Student Center • 120 employers • 2,000 expected"},{"component":"ListItem","id":"event2","title":"Homecoming & Alumni Reunion","subtitle":"Oct 15-17 • Stadium & Quad • Alumni giving drive launch"},{"component":"ListItem","id":"event3","title":"Research Symposium","subtitle":"Oct 22 • Science Building • 180 student presentations"},{"component":"ListItem","id":"event4","title":"Midterm Wellness Week","subtitle":"Oct 26-30 • Counseling Center • Support for at-risk students"},{"component":"ListItem","id":"event5","title":"Housing Town Hall","subtitle":"Oct 29 • North Hall • Occupancy planning for Spring"},{"component":"Card","id":"actionsRow","children":["approveCourseCard","messageCard"],"variant":"clear","direction":"row","gap":"m","wrap":true},{"component":"Card","id":"approveCourseCard","children":["approveHeader","approveText","approveDialog"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"approveHeader","title":"Approve New Course (15)","subtitle":"Pending Proposals • 3 awaiting review"},{"component":"TextContent","id":"approveText","text":"New proposal: **DATA 410 - AI Ethics & Society** (3 credits, Engineering). Proposed by Dr. Carter. 45 students waitlisted for similar topic. Prerequisites: CS 201.","size":"default"},{"component":"DialogBlock","id":"approveDialog","triggerLabel":"Review & Approve New Course","title":"Approve New Course Proposal","description":"DATA 410 - AI Ethics & Society. Confirm details before approval.","content":["approveDialogText1","approveDialogText2","approveDialogBtns"],"triggerVariant":"default"},{"component":"TextContent","id":"approveDialogText1","text":"**Course:** DATA 410 - AI Ethics & Society\n**Department:** Engineering\n**Credits:** 3 | **Capacity:** 60 | **Semester:** Spring 2026\n**Instructor:** Dr. Carter (12 cr load → 15 cr if approved)\n**Justification:** High demand, aligns with program growth."},{"component":"TextContent","id":"approveDialogText2","text":"Approval will add to course catalog, open enrollment, and notify 45 waitlisted students.","size":"small"},{"component":"Buttons","id":"approveDialogBtns","buttons":["approveBtn","rejectBtn"],"direction":"row"},{"component":"Button","id":"approveBtn","label":"Approve Course","variant":"primary"},{"component":"Button","id":"rejectBtn","label":"Request Revisions","variant":"secondary"},{"component":"Card","id":"messageCard","children":["messageHeader","messageForm"],"variant":"card","direction":"column","gap":"s"},{"component":"CardHeader","id":"messageHeader","title":"Send Message to Student Group (16)","subtitle":"Bulk communication • Email + Portal notification"},{"component":"Form","id":"messageForm","name":"studentMessageForm","fields":["messageGroupControl","messageContentControl"],"buttons":"messageButtons"},{"component":"Buttons","id":"messageButtons","buttons":["sendButton","cancelButton"],"direction":"row"},{"component":"Button","id":"sendButton","label":"Send Message","variant":"primary"},{"component":"Button","id":"cancelButton","label":"Clear","variant":"secondary"},{"component":"FormControl","id":"messageGroupControl","label":"Recipient Group","input":"groupSelect","hint":"Choose who will receive this message"},{"component":"Select","id":"groupSelect","name":"recipientGroup","items":["groupAll","groupAtRisk","groupWaitlist","groupHousing"],"placeholder":"Select group"},{"component":"SelectItem","id":"groupAll","value":"all","label":"All Students (16,420)"},{"component":"SelectItem","id":"groupAtRisk","value":"atRisk","label":"At-Risk Students (47) - GPA <2.0"},{"component":"SelectItem","id":"groupWaitlist","value":"waitlist","label":"Waitlisted Students (965)"},{"component":"SelectItem","id":"groupHousing","value":"housing","label":"On-Campus Residents (4,380)"},{"component":"FormControl","id":"messageContentControl","label":"Message","input":"messageTextArea","hint":"Message will be sent as email and portal alert"},{"component":"TextArea","id":"messageTextArea","name":"messageBody","placeholder":"e.g., Reminder: Academic support workshops this week for students on probation. Visit the Learning Center...","rows":4}]}}</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..82c6de1ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/a2ui__b5-university__r4.txt
@@ -0,0 +1,1152 @@
+Built a comprehensive single-screen University Administrator Overview covering all 16 requirements — with department focus, semester comparison, and action workflows.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "university-admin-overview",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "university-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "header",
+          "controlsCard",
+          "kpiRow",
+          "enrollmentTrendCard",
+          "admissionsRow",
+          "financeRow",
+          "academicOpsCard",
+          "studentLifeRow",
+          "actionsRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "University Administrator Overview",
+        "subtitle": "Academic Year 2025-2026 • Fall Semester • Updated Aug 18, 2026"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": [
+          "deptControl",
+          "semesterControl",
+          "compareCard"
+        ]
+      },
+      {
+        "id": "deptControl",
+        "component": "FormControl",
+        "label": "12. Focus by Department",
+        "input": "deptSelect",
+        "hint": "Filters enrollment, applications, course capacity & teaching load"
+      },
+      {
+        "id": "deptSelect",
+        "component": "Select",
+        "name": "department",
+        "placeholder": "All Departments",
+        "value": "All Departments",
+        "items": [
+          "deptAll",
+          "deptEng",
+          "deptCS",
+          "deptBus",
+          "deptArts",
+          "deptNurs",
+          "deptEdu"
+        ]
+      },
+      {
+        "id": "deptAll",
+        "component": "SelectItem",
+        "value": "All Departments",
+        "label": "All Departments"
+      },
+      {
+        "id": "deptEng",
+        "component": "SelectItem",
+        "value": "Engineering",
+        "label": "Engineering"
+      },
+      {
+        "id": "deptCS",
+        "component": "SelectItem",
+        "value": "Computer Science",
+        "label": "Computer Science"
+      },
+      {
+        "id": "deptBus",
+        "component": "SelectItem",
+        "value": "Business",
+        "label": "Business"
+      },
+      {
+        "id": "deptArts",
+        "component": "SelectItem",
+        "value": "Arts & Sciences",
+        "label": "Arts & Sciences"
+      },
+      {
+        "id": "deptNurs",
+        "component": "SelectItem",
+        "value": "Nursing",
+        "label": "Nursing"
+      },
+      {
+        "id": "deptEdu",
+        "component": "SelectItem",
+        "value": "Education",
+        "label": "Education"
+      },
+      {
+        "id": "semesterControl",
+        "component": "FormControl",
+        "label": "13. Semester Comparison",
+        "input": "semesterSelect",
+        "hint": "Compare current vs previous term"
+      },
+      {
+        "id": "semesterSelect",
+        "component": "Select",
+        "name": "semesterCompare",
+        "placeholder": "Fall 2025 vs Spring 2025",
+        "value": "Fall 2025 vs Spring 2025",
+        "items": [
+          "semFallSpring",
+          "semYearOverYear"
+        ]
+      },
+      {
+        "id": "semFallSpring",
+        "component": "SelectItem",
+        "value": "Fall 2025 vs Spring 2025",
+        "label": "Fall 2025 vs Spring 2025"
+      },
+      {
+        "id": "semYearOverYear",
+        "component": "SelectItem",
+        "value": "Fall 2025 vs Fall 2024",
+        "label": "Fall 2025 vs Fall 2024"
+      },
+      {
+        "id": "compareCard",
+        "component": "Card",
+        "variant": "card",
+        "children": [
+          "compareTitle",
+          "compareGrid"
+        ]
+      },
+      {
+        "id": "compareTitle",
+        "component": "TextContent",
+        "text": "**13. This Semester vs Last** — Fall 2025 (14,210) vs Spring 2025 (13,650)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "compareGrid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "children": [
+          "compareEnroll",
+          "compareRevenue",
+          "compareRetention"
+        ]
+      },
+      {
+        "id": "compareEnroll",
+        "component": "Tag",
+        "text": "Enrollment +4.1% ▲",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "compareRevenue",
+        "component": "Tag",
+        "text": "Revenue +3.8% ▲",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "compareRetention",
+        "component": "Tag",
+        "text": "Retention 89.2% (+0.6pp)",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "kpiTuition",
+          "kpiAcceptance",
+          "kpiScholarship",
+          "kpiHousing"
+        ]
+      },
+      {
+        "id": "kpiTuition",
+        "component": "Card",
+        "children": [
+          "kpiTuitionHeader",
+          "kpiTuitionValue",
+          "kpiTuitionSub"
+        ]
+      },
+      {
+        "id": "kpiTuitionHeader",
+        "component": "TextContent",
+        "text": "4. Tuition Revenue (This Year)",
+        "size": "small"
+      },
+      {
+        "id": "kpiTuitionValue",
+        "component": "Heading",
+        "text": "$142.8M",
+        "level": "h2"
+      },
+      {
+        "id": "kpiTuitionSub",
+        "component": "TextContent",
+        "text": "Fall 2025 YTD • +$5.2M vs Spring 2025 • Target $148M",
+        "size": "small"
+      },
+      {
+        "id": "kpiAcceptance",
+        "component": "Card",
+        "children": [
+          "kpiAcceptanceHeader",
+          "kpiAcceptanceValue",
+          "acceptanceProgress",
+          "kpiAcceptanceSub"
+        ]
+      },
+      {
+        "id": "kpiAcceptanceHeader",
+        "component": "TextContent",
+        "text": "3. Acceptance Rate",
+        "size": "small"
+      },
+      {
+        "id": "kpiAcceptanceValue",
+        "component": "Heading",
+        "text": "62.4%",
+        "level": "h2"
+      },
+      {
+        "id": "acceptanceProgress",
+        "component": "Progress",
+        "value": 62.4,
+        "label": "9,860 accepted / 15,800 applications"
+      },
+      {
+        "id": "kpiAcceptanceSub",
+        "component": "TextContent",
+        "text": "Yield 34.1% • -1.2pp vs last year",
+        "size": "small"
+      },
+      {
+        "id": "kpiScholarship",
+        "component": "Card",
+        "children": [
+          "kpiScholarshipHeader",
+          "kpiScholarshipValue",
+          "scholarshipProgress",
+          "kpiScholarshipSub"
+        ]
+      },
+      {
+        "id": "kpiScholarshipHeader",
+        "component": "TextContent",
+        "text": "8. Scholarship Budget Used",
+        "size": "small"
+      },
+      {
+        "id": "kpiScholarshipValue",
+        "component": "Heading",
+        "text": "$18.5M / $22.0M",
+        "level": "h2"
+      },
+      {
+        "id": "scholarshipProgress",
+        "component": "Progress",
+        "value": 84.1,
+        "label": "84.1% utilized • $3.5M remaining"
+      },
+      {
+        "id": "kpiScholarshipSub",
+        "component": "TextContent",
+        "text": "1,420 recipients • Avg award $13,028",
+        "size": "small"
+      },
+      {
+        "id": "kpiHousing",
+        "component": "Card",
+        "children": [
+          "kpiHousingHeader",
+          "kpiHousingValue",
+          "housingProgress",
+          "kpiHousingSub"
+        ]
+      },
+      {
+        "id": "kpiHousingHeader",
+        "component": "TextContent",
+        "text": "9. Housing Occupancy",
+        "size": "small"
+      },
+      {
+        "id": "kpiHousingValue",
+        "component": "Heading",
+        "text": "92.0% Full",
+        "level": "h2"
+      },
+      {
+        "id": "housingProgress",
+        "component": "Progress",
+        "value": 92,
+        "label": "3,450 occupied / 3,750 beds"
+      },
+      {
+        "id": "kpiHousingSub",
+        "component": "TextContent",
+        "text": "Waitlist: 127 • Vacant: 300 beds",
+        "size": "small"
+      },
+      {
+        "id": "enrollmentTrendCard",
+        "component": "Card",
+        "children": [
+          "enrollmentHeader",
+          "enrollmentChart",
+          "enrollmentSeries",
+          "enrollmentFooter"
+        ]
+      },
+      {
+        "id": "enrollmentHeader",
+        "component": "CardHeader",
+        "title": "1. Total Enrollment — Five-Year Trend",
+        "subtitle": "14,210 students in Fall 2025 • +14.1% growth since 2021"
+      },
+      {
+        "id": "enrollmentChart",
+        "component": "LineChart",
+        "labels": [
+          "2021",
+          "2022",
+          "2023",
+          "2024",
+          "2025"
+        ],
+        "series": [
+          "enrollmentSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Academic Year",
+        "yLabel": "Students"
+      },
+      {
+        "id": "enrollmentSeries",
+        "component": "Series",
+        "category": "Total Enrollment",
+        "values": [
+          12450,
+          12890,
+          13420,
+          13850,
+          14210
+        ]
+      },
+      {
+        "id": "enrollmentFooter",
+        "component": "TextContent",
+        "text": "CAGR 3.35% • Largest YoY gain in 2023 (+530). Filter by department (control 12) to see program-level trend.",
+        "size": "small"
+      },
+      {
+        "id": "admissionsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "applicationsCard",
+          "waitlistCard"
+        ]
+      },
+      {
+        "id": "applicationsCard",
+        "component": "Card",
+        "children": [
+          "applicationsHeader",
+          "applicationsChart",
+          "applicationsSeries"
+        ]
+      },
+      {
+        "id": "applicationsHeader",
+        "component": "CardHeader",
+        "title": "2. Applications by Program",
+        "subtitle": "15,800 total applications • Fall 2025"
+      },
+      {
+        "id": "applicationsChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Engineering",
+          "Computer Science",
+          "Arts & Sciences",
+          "Business",
+          "Nursing",
+          "Education"
+        ],
+        "series": [
+          "applicationsSeries"
+        ],
+        "xLabel": "Applications",
+        "variant": "grouped"
+      },
+      {
+        "id": "applicationsSeries",
+        "component": "Series",
+        "category": "Applications",
+        "values": [
+          3420,
+          2980,
+          3100,
+          2850,
+          1850,
+          1420
+        ]
+      },
+      {
+        "id": "waitlistCard",
+        "component": "Card",
+        "children": [
+          "waitlistHeader",
+          "waitlistChart",
+          "waitlistSeries",
+          "waitlistNote"
+        ]
+      },
+      {
+        "id": "waitlistHeader",
+        "component": "CardHeader",
+        "title": "14. Waitlisted Students per Program",
+        "subtitle": "642 total waitlisted • Clearing priority by date"
+      },
+      {
+        "id": "waitlistChart",
+        "component": "BarChart",
+        "labels": [
+          "Engineering",
+          "CS",
+          "Arts & Sci",
+          "Business",
+          "Nursing",
+          "Education"
+        ],
+        "series": [
+          "waitlistSeries"
+        ],
+        "xLabel": "Program",
+        "yLabel": "Waitlisted",
+        "variant": "grouped"
+      },
+      {
+        "id": "waitlistSeries",
+        "component": "Series",
+        "category": "Waitlisted",
+        "values": [
+          185,
+          162,
+          98,
+          87,
+          74,
+          36
+        ]
+      },
+      {
+        "id": "waitlistNote",
+        "component": "TextContent",
+        "text": "Engineering & CS account for 54% of waitlist. Nursing waitlist cleared weekly.",
+        "size": "small"
+      },
+      {
+        "id": "financeRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "alumniCard",
+          "scholarshipDetailCard"
+        ]
+      },
+      {
+        "id": "alumniCard",
+        "component": "Card",
+        "children": [
+          "alumniHeader",
+          "alumniChart",
+          "alumniSeries"
+        ]
+      },
+      {
+        "id": "alumniHeader",
+        "component": "CardHeader",
+        "title": "11. Alumni Giving — Past Four Years",
+        "subtitle": "$5.6M in FY2025 • +33% vs FY2022"
+      },
+      {
+        "id": "alumniChart",
+        "component": "AreaChart",
+        "labels": [
+          "FY2022",
+          "FY2023",
+          "FY2024",
+          "FY2025"
+        ],
+        "series": [
+          "alumniSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Fiscal Year",
+        "yLabel": "$M"
+      },
+      {
+        "id": "alumniSeries",
+        "component": "Series",
+        "category": "Giving",
+        "values": [
+          4.2,
+          4.8,
+          5.1,
+          5.6
+        ]
+      },
+      {
+        "id": "scholarshipDetailCard",
+        "component": "Card",
+        "children": [
+          "scholarshipDetailHeader",
+          "scholarshipStacked",
+          "scholarshipBreakdown"
+        ]
+      },
+      {
+        "id": "scholarshipDetailHeader",
+        "component": "CardHeader",
+        "title": "8. Scholarship Budget Detail",
+        "subtitle": "Allocation vs utilization"
+      },
+      {
+        "id": "scholarshipStacked",
+        "component": "SingleStackedBarChart",
+        "labels": [
+          "Used",
+          "Remaining"
+        ],
+        "values": [
+          18.5,
+          3.5
+        ]
+      },
+      {
+        "id": "scholarshipBreakdown",
+        "component": "TextContent",
+        "text": "Merit: $11.2M (60.5%) • Need-based: $5.8M (31.4%) • Athletic: $1.5M (8.1%) • 84.1% of $22M budget committed.",
+        "size": "small"
+      },
+      {
+        "id": "academicOpsCard",
+        "component": "Card",
+        "children": [
+          "academicOpsHeader",
+          "academicOpsRow"
+        ]
+      },
+      {
+        "id": "academicOpsHeader",
+        "component": "CardHeader",
+        "title": "Academic Operations",
+        "subtitle": "Course capacity, teaching load, and at-risk students"
+      },
+      {
+        "id": "academicOpsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "courseCapacityCol",
+          "teachingLoadCol",
+          "atRiskCol"
+        ]
+      },
+      {
+        "id": "courseCapacityCol",
+        "component": "Card",
+        "children": [
+          "courseCapacityTitle",
+          "courseTable"
+        ]
+      },
+      {
+        "id": "courseCapacityTitle",
+        "component": "TextContent",
+        "text": "5. How Full Each Course Offering Is",
+        "size": "small-heavy"
+      },
+      {
+        "id": "courseTable",
+        "component": "Table",
+        "columns": [
+          "colCourse",
+          "colEnrolled",
+          "colCapacity",
+          "colFill"
+        ]
+      },
+      {
+        "id": "colCourse",
+        "component": "Col",
+        "label": "Course",
+        "data": [
+          "CS 101 - Intro to CS",
+          "ENG 201 - Thermodynamics",
+          "BUS 310 - Finance",
+          "NUR 205 - Pathophysiology",
+          "ART 150 - Design Studio",
+          "EDU 340 - Curriculum"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colEnrolled",
+        "component": "Col",
+        "label": "Enrolled",
+        "data": [
+          148,
+          132,
+          96,
+          88,
+          72,
+          45
+        ],
+        "type": "number"
+      },
+      {
+        "id": "colCapacity",
+        "component": "Col",
+        "label": "Capacity",
+        "data": [
+          150,
+          140,
+          110,
+          90,
+          75,
+          60
+        ],
+        "type": "number"
+      },
+      {
+        "id": "colFill",
+        "component": "Col",
+        "label": "Fill %",
+        "data": [
+          "98.7%",
+          "94.3%",
+          "87.3%",
+          "97.8%",
+          "96.0%",
+          "75.0%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "teachingLoadCol",
+        "component": "Card",
+        "children": [
+          "teachingLoadTitle",
+          "teachingLoadChart",
+          "teachingLoadSeries",
+          "teachingLoadNote"
+        ]
+      },
+      {
+        "id": "teachingLoadTitle",
+        "component": "TextContent",
+        "text": "6. Teaching Load by Faculty Member",
+        "size": "small-heavy"
+      },
+      {
+        "id": "teachingLoadChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Dr. Alvarez (CS)",
+          "Dr. Chen (Eng)",
+          "Prof. Williams (Bus)",
+          "Dr. Okafor (Nurs)",
+          "Prof. Dubois (Arts)",
+          "Dr. Patel (Edu)"
+        ],
+        "series": [
+          "teachingLoadSeries"
+        ],
+        "xLabel": "Credit Hours",
+        "variant": "grouped"
+      },
+      {
+        "id": "teachingLoadSeries",
+        "component": "Series",
+        "category": "Fall 2025 Load",
+        "values": [
+          12,
+          14,
+          9,
+          11,
+          10,
+          6
+        ]
+      },
+      {
+        "id": "teachingLoadNote",
+        "component": "TextContent",
+        "text": "Standard load: 9-12 hrs. Chen at 14 hrs (overload). Patel on sabbatical reduction.",
+        "size": "small"
+      },
+      {
+        "id": "atRiskCol",
+        "component": "Card",
+        "children": [
+          "atRiskTitle",
+          "atRiskTable",
+          "atRiskAlert"
+        ]
+      },
+      {
+        "id": "atRiskTitle",
+        "component": "TextContent",
+        "text": "7. Students at Academic Risk",
+        "size": "small-heavy"
+      },
+      {
+        "id": "atRiskTable",
+        "component": "Table",
+        "columns": [
+          "colStudent",
+          "colGPA",
+          "colProgram",
+          "colStatus"
+        ]
+      },
+      {
+        "id": "colStudent",
+        "component": "Col",
+        "label": "Student",
+        "data": [
+          "J. Rivera (Jr)",
+          "A. Kim (So)",
+          "M. Thompson (Sr)",
+          "S. Davies (Fr)",
+          "L. Okonkwo (Jr)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colGPA",
+        "component": "Col",
+        "label": "GPA",
+        "data": [
+          1.89,
+          1.95,
+          2.02,
+          1.76,
+          2.08
+        ],
+        "type": "number"
+      },
+      {
+        "id": "colProgram",
+        "component": "Col",
+        "label": "Program",
+        "data": [
+          "Engineering",
+          "Computer Science",
+          "Business",
+          "Nursing",
+          "Arts & Sciences"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Risk",
+        "data": [
+          "Probation",
+          "Probation",
+          "At Risk",
+          "Critical",
+          "At Risk"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "atRiskAlert",
+        "component": "Alert",
+        "title": "42 students flagged",
+        "description": "5 critical (<2.0 GPA) • 18 on probation • Advisor outreach due this week",
+        "variant": "warning"
+      },
+      {
+        "id": "studentLifeRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "housingDetailCard",
+          "eventsCard"
+        ]
+      },
+      {
+        "id": "housingDetailCard",
+        "component": "Card",
+        "children": [
+          "housingDetailHeader",
+          "housingDonut",
+          "housingDetailText"
+        ]
+      },
+      {
+        "id": "housingDetailHeader",
+        "component": "CardHeader",
+        "title": "9. Housing Occupancy Detail",
+        "subtitle": "Residence halls • Fall 2025"
+      },
+      {
+        "id": "housingDonut",
+        "component": "PieChart",
+        "labels": [
+          "Occupied",
+          "Vacant",
+          "Reserved/Maintenance"
+        ],
+        "values": [
+          3450,
+          210,
+          90
+        ],
+        "variant": "donut"
+      },
+      {
+        "id": "housingDetailText",
+        "component": "TextContent",
+        "text": "North Hall 98% • South Hall 94% • West Village 88% • East Hall 91% • 127 on waitlist for spring.",
+        "size": "small"
+      },
+      {
+        "id": "eventsCard",
+        "component": "Card",
+        "children": [
+          "eventsHeader",
+          "eventsList",
+          "calendarBlock"
+        ]
+      },
+      {
+        "id": "eventsHeader",
+        "component": "CardHeader",
+        "title": "10. Campus Events This Month",
+        "subtitle": "August 2026 • 18 scheduled"
+      },
+      {
+        "id": "eventsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event1",
+          "event2",
+          "event3",
+          "event4",
+          "event5"
+        ]
+      },
+      {
+        "id": "event1",
+        "component": "ListItem",
+        "title": "New Faculty Orientation",
+        "subtitle": "Aug 22 • Student Center • 120 expected"
+      },
+      {
+        "id": "event2",
+        "component": "ListItem",
+        "title": "Fall Convocation",
+        "subtitle": "Aug 25 • Auditorium • All faculty & freshmen"
+      },
+      {
+        "id": "event3",
+        "component": "ListItem",
+        "title": "Career Fair — Engineering & CS",
+        "subtitle": "Aug 28 • Gym • 45 employers"
+      },
+      {
+        "id": "event4",
+        "component": "ListItem",
+        "title": "Scholarship Donor Luncheon",
+        "subtitle": "Aug 29 • Alumni Hall • 80 donors"
+      },
+      {
+        "id": "event5",
+        "component": "ListItem",
+        "title": "Housing Move-In Weekend",
+        "subtitle": "Aug 30-31 • All residence halls"
+      },
+      {
+        "id": "calendarBlock",
+        "component": "CalendarBlock",
+        "mode": "single",
+        "defaultMonth": "2026-08-01",
+        "numberOfMonths": 1,
+        "captionLayout": "label"
+      },
+      {
+        "id": "actionsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "approveCourseCard",
+          "sendMessageCard"
+        ]
+      },
+      {
+        "id": "approveCourseCard",
+        "component": "Card",
+        "children": [
+          "approveHeader",
+          "approveText",
+          "approveDialog",
+          "approveNote"
+        ]
+      },
+      {
+        "id": "approveHeader",
+        "component": "CardHeader",
+        "title": "15. Approve a New Course",
+        "subtitle": "Pending curriculum committee review"
+      },
+      {
+        "id": "approveText",
+        "component": "TextContent",
+        "text": "**CS 485 — AI Ethics & Society** (3 credits) • Proposed by Dr. Alvarez • Prereq: CS 301 • 45 seats • Syllabus reviewed. Awaiting final administrator approval to add to Spring 2026 catalog.",
+        "size": "default"
+      },
+      {
+        "id": "approveDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Review & Approve Course",
+        "title": "Approve CS 485 — AI Ethics & Society",
+        "description": "Confirm details and approve for catalog. This will notify Registrar and schedule planning.",
+        "content": [
+          "approveDetails",
+          "approveButtons"
+        ],
+        "triggerVariant": "default"
+      },
+      {
+        "id": "approveDetails",
+        "component": "TextContent",
+        "text": "Department: Computer Science • Effective: Spring 2026 • Capacity: 45 • Learning outcomes: Ethical frameworks, bias & fairness, governance. Budget impact: $0 (existing faculty).",
+        "size": "small"
+      },
+      {
+        "id": "approveButtons",
+        "component": "Buttons",
+        "buttons": [
+          "btnApprove",
+          "btnRequestChanges"
+        ],
+        "direction": "row"
+      },
+      {
+        "id": "btnApprove",
+        "component": "Button",
+        "label": "Approve Course",
+        "variant": "primary"
+      },
+      {
+        "id": "btnRequestChanges",
+        "component": "Button",
+        "label": "Request Revisions",
+        "variant": "secondary"
+      },
+      {
+        "id": "approveNote",
+        "component": "TextContent",
+        "text": "2 other proposals queued: BUS 425 (FinTech) and NUR 310 (Telehealth).",
+        "size": "small"
+      },
+      {
+        "id": "sendMessageCard",
+        "component": "Card",
+        "children": [
+          "sendMessageHeader",
+          "sendMessageForm",
+          "sendMessageFields",
+          "sendMessageButtons"
+        ]
+      },
+      {
+        "id": "sendMessageHeader",
+        "component": "CardHeader",
+        "title": "16. Send Message to Student Group",
+        "subtitle": "Targeted outreach • Email + portal notification"
+      },
+      {
+        "id": "sendMessageForm",
+        "component": "Form",
+        "name": "studentMessageForm",
+        "fields": [
+          "groupControl",
+          "subjectControl",
+          "messageControl"
+        ],
+        "buttons": "sendMessageButtons"
+      },
+      {
+        "id": "groupControl",
+        "component": "FormControl",
+        "label": "Recipient Group",
+        "input": "groupSelect"
+      },
+      {
+        "id": "groupSelect",
+        "component": "Select",
+        "name": "recipientGroup",
+        "placeholder": "Choose group",
+        "value": "At-Risk Students (42)",
+        "items": [
+          "groupAtRisk",
+          "groupWaitlisted",
+          "groupHousingWaitlist",
+          "groupFreshmen",
+          "groupEngineering"
+        ]
+      },
+      {
+        "id": "groupAtRisk",
+        "component": "SelectItem",
+        "value": "At-Risk Students (42)",
+        "label": "At-Risk Students (42)"
+      },
+      {
+        "id": "groupWaitlisted",
+        "component": "SelectItem",
+        "value": "Waitlisted - Engineering (185)",
+        "label": "Waitlisted - Engineering (185)"
+      },
+      {
+        "id": "groupHousingWaitlist",
+        "component": "SelectItem",
+        "value": "Housing Waitlist (127)",
+        "label": "Housing Waitlist (127)"
+      },
+      {
+        "id": "groupFreshmen",
+        "component": "SelectItem",
+        "value": "All Freshmen (3,240)",
+        "label": "All Freshmen (3,240)"
+      },
+      {
+        "id": "groupEngineering",
+        "component": "SelectItem",
+        "value": "Engineering Majors (2,850)",
+        "label": "Engineering Majors (2,850)"
+      },
+      {
+        "id": "subjectControl",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "subjectInput"
+      },
+      {
+        "id": "subjectInput",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "e.g., Academic Support Resources Available",
+        "value": "Academic Support Resources Available"
+      },
+      {
+        "id": "messageControl",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "messageInput",
+        "hint": "Will be sent as email and portal alert"
+      },
+      {
+        "id": "messageInput",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Write your message...",
+        "rows": 3,
+        "value": "Hi — we’ve flagged additional tutoring and advising hours this week. Please book a 1:1 with your advisor via the portal. — Dean of Students"
+      },
+      {
+        "id": "sendMessageFields",
+        "component": "TextContent",
+        "text": "",
+        "size": "small"
+      },
+      {
+        "id": "sendMessageButtons",
+        "component": "Buttons",
+        "buttons": [
+          "btnSend",
+          "btnPreview"
+        ],
+        "direction": "row"
+      },
+      {
+        "id": "btnSend",
+        "component": "Button",
+        "label": "Send Message Now",
+        "variant": "primary"
+      },
+      {
+        "id": "btnPreview",
+        "component": "Button",
+        "label": "Preview",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..bd819e5bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,75 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","heroCard","detailsCard","footerCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["freelancerBlock","metaBlock"]}}
+{"op":"add","path":"/elements/freelancerBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["freelancerHeading","freelancerSub"]}}
+{"op":"add","path":"/elements/freelancerHeading","value":{"type":"Heading","props":{"text":"Alex Rivera Studio","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/freelancerSub","value":{"type":"TextContent","props":{"text":"Independent Brand & Product Designer • alex@riverastudio.co","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["statusBadge","invoiceNumberText","issuedDateText"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/invoiceNumberText","value":{"type":"TextContent","props":{"text":{"$template":"Invoice ${/invoice/number}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/issuedDateText","value":{"type":"TextContent","props":{"text":{"$template":"Issued ${/invoice/issuedDate} • For ${/invoice/clientName}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amountDue":"4,850.00","currency":"USD","dueDateFormatted":"September 5, 2026","dueDateISO":"2026-09-05","number":"INV-2024-0847","status":"Due in 18 days","issuedDate":"August 18, 2026","freelancerName":"Alex Rivera Studio","clientName":"Meridian Collective"}}
+{"op":"add","path":"/elements/heroCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["heroHeader","amountRow","separator1","payBlock"]}}
+{"op":"add","path":"/elements/heroHeader","value":{"type":"CardHeader","props":{"title":"Amount Due","subtitle":"Pay to Alex Rivera Studio — Invoice INV-2024-0847"},"children":[]}}
+{"op":"add","path":"/elements/amountRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["amountBlock","dueDateCard"]}}
+{"op":"add","path":"/elements/amountBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amountText","currencyRow","amountHint"]}}
+{"op":"add","path":"/elements/amountText","value":{"type":"TextContent","props":{"text":{"$template":"$${/invoice/amountDue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/currencyRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["currencyTag","currencyNote"]}}
+{"op":"add","path":"/elements/currencyTag","value":{"type":"Tag","props":{"text":{"$state":"/invoice/currency"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/currencyNote","value":{"type":"TextContent","props":{"text":"USD • United States Dollar • Wire / Card / ACH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amountHint","value":{"type":"TextContent","props":{"text":"Includes 8.5% tax. Late fee 1.5% monthly after due date.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dueDateCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["dueDateLabel","dueDateValue","dueCountdown","dueProgress"]}}
+{"op":"add","path":"/elements/dueDateLabel","value":{"type":"TextContent","props":{"text":"DUE DATE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dueDateValue","value":{"type":"Heading","props":{"text":{"$state":"/invoice/dueDateFormatted"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/dueCountdown","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/dueProgress","value":{"type":"Progress","props":{"value":72,"label":"18 days remaining"},"children":[]}}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/payBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"center"},"children":["payButton","payButtonPaid","paymentSuccessCallout","paySecureNote","paymentMethodsRow"]}}
+{"op":"add","path":"/elements/payButton","value":{"type":"Button","props":{"label":{"$template":"Pay $${/invoice/amountDue} ${/invoice/currency} Now →"},"variant":"primary","size":"large"},"children":[],"visible":{"$state":"/paymentStatus","neq":"paid"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}}}}
+{"op":"add","path":"/elements/payButtonPaid","value":{"type":"Button","props":{"label":"✓ Payment Confirmed — Thank You!","variant":"secondary","size":"large"},"children":[],"visible":{"$state":"/paymentStatus","eq":"paid"}}}
+{"op":"add","path":"/elements/paymentSuccessCallout","value":{"type":"Callout","props":{"variant":"success","title":"Payment received!","description":"$4,850.00 USD paid successfully. Receipt sent to billing@meridiancollective.co"},"children":[],"visible":{"$state":"/paymentStatus","eq":"paid"}}}
+{"op":"add","path":"/elements/paySecureNote","value":{"type":"TextContent","props":{"text":"🔒 Secure payment by Stripe • 256-bit encrypted • No fees for bank transfer","size":"small"},"children":[],"visible":{"$state":"/paymentStatus","neq":"paid"}}}
+{"op":"add","path":"/elements/paymentMethodsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center","wrap":true},"children":["methodTag1","methodTag2","methodTag3","methodTag4"]}}
+{"op":"add","path":"/elements/methodTag1","value":{"type":"Tag","props":{"text":"💳 Card","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/methodTag2","value":{"type":"Tag","props":{"text":"🏦 ACH Transfer","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/methodTag3","value":{"type":"Tag","props":{"text":"◈ Wire","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/methodTag4","value":{"type":"Tag","props":{"text":" Apple Pay","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/paymentStatus","value":"unpaid"}
+{"op":"add","path":"/elements/detailsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["detailsHeader","itemsListContainer","totalsCard"]}}
+{"op":"add","path":"/elements/detailsHeader","value":{"type":"CardHeader","props":{"title":"Invoice breakdown","subtitle":"Project: Meridian Rebrand — July 15 to August 15, 2026"},"children":[]}}
+{"op":"add","path":"/elements/itemsListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["itemsList"],"repeat":{"statePath":"/invoiceItems","key":"id"}}}
+{"op":"add","path":"/elements/itemsList","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["itemDescBlock","itemAmountBlock"]}}
+{"op":"add","path":"/elements/itemDescBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["itemTitle","itemMeta"]}}
+{"op":"add","path":"/elements/itemTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/itemMeta","value":{"type":"TextContent","props":{"text":{"$template":"${qty} × ${rate} • ${detail}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemAmountBlock","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoiceItems","value":[]}
+{"op":"add","path":"/state/invoiceItems/0","value":{"id":"1","title":"Brand Identity System","qty":"12 hours","rate":"$150/hr","detail":"Logo, palette & type system","amount":"$1,800.00"}}
+{"op":"add","path":"/state/invoiceItems/1","value":{"id":"2","title":"Website UI Design","qty":"24 hours","rate":"$125/hr","detail":"Homepage + 6 interior templates","amount":"$3,000.00"}}
+{"op":"add","path":"/state/invoiceItems/2","value":{"type":"Card","props":{},"children":[]}}
+{"op":"add","path":"/state/invoiceItems/2","value":{"id":"3","title":"Design System Documentation","qty":"8 hours","rate":"$100/hr","detail":"Figma library & guidelines","amount":"$800.00"}}
+{"op":"add","path":"/elements/totalsCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["subtotalRow","discountRow","taxRow","separator2","totalRow"]}}
+{"op":"add","path":"/elements/subtotalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["subtotalLabel","subtotalValue"]}}
+{"op":"add","path":"/elements/subtotalLabel","value":{"type":"TextContent","props":{"text":"Subtotal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subtotalValue","value":{"type":"TextContent","props":{"text":"$5,600.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/discountRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["discountLabel","discountValue"]}}
+{"op":"add","path":"/elements/discountLabel","value":{"type":"TextContent","props":{"text":"Early payment discount (applied)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/discountValue","value":{"type":"TextContent","props":{"text":"−$750.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["taxLabel","taxValue"]}}
+{"op":"add","path":"/elements/taxLabel","value":{"type":"TextContent","props":{"text":"Tax (8.5% on discounted subtotal)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxValue","value":{"type":"TextContent","props":{"text":"$0.00 — Tax exempt (client on file)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator2","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/totalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["totalLabel","totalValue"]}}
+{"op":"add","path":"/elements/totalLabel","value":{"type":"Heading","props":{"text":"Total Due","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/totalValue","value":{"type":"Heading","props":{"text":{"$template":"$${/invoice/amountDue} ${/invoice/currency}"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/footerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["footerInfoRow","actionButtons"]}}
+{"op":"add","path":"/elements/footerInfoRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["clientInfo","paymentInfo"]}}
+{"op":"add","path":"/elements/clientInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["clientTitle","clientDetails"]}}
+{"op":"add","path":"/elements/clientTitle","value":{"type":"TextContent","props":{"text":"Billed to","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/clientDetails","value":{"type":"TextContent","props":{"text":"Meridian Collective\nAttn: Jordan Lee, Finance\n123 Market St, San Francisco, CA 94105\nbilling@meridiancollective.co","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/paymentInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["paymentTitle","paymentDetails"]}}
+{"op":"add","path":"/elements/paymentTitle","value":{"type":"TextContent","props":{"text":"Payment details","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/paymentDetails","value":{"type":"TextContent","props":{"text":"Due: September 5, 2026 (Net 18)\nLate fee: 1.5% per month\nQuestions? alex@riverastudio.co • (415) 555-0148","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/actionButtons","value":{"type":"Buttons","props":{"buttons":["downloadButton","helpButton"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/downloadButton","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/helpButton","value":{"type":"Button","props":{"label":"Contact Freelancer","variant":"tertiary","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..0f42b751f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBar","heroCard","detailsGrid","lineCard","paymentSection","footerText","successCallout"]}}
+{"op":"add","path":"/elements/headerBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["brandBlock","statusBadgeWrap"]}}
+{"op":"add","path":"/elements/brandBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["brandHeading","brandSub"]}}
+{"op":"add","path":"/elements/brandHeading","value":{"type":"Heading","props":{"text":"Studio North — Freelance","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/brandSub","value":{"type":"TextContent","props":{"text":"Invoice view for client • Secure payment portal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statusBadgeWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["statusBadge","statusDate"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":"Due Soon — 10 days left","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/statusDate","value":{"type":"TextContent","props":{"text":{"$template":"Issued ${/invoice/issueDate} • ${/invoice/number}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/heroCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["heroHeader","amountRow","dueCallout","payBtnHero","payHintText"]}}
+{"op":"add","path":"/elements/heroHeader","value":{"type":"CardHeader","props":{"title":"Amount Due","subtitle":"Invoice #INV-2024-084 — Meridian Collective"},"children":[]}}
+{"op":"add","path":"/elements/amountRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["amountHeading","currencyTagEl"]}}
+{"op":"add","path":"/elements/amountHeading","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/currencyTagEl","value":{"type":"Tag","props":{"text":{"$state":"/invoice/currency"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-084","amountDue":"4,850.00","currency":"USD","dueDate":"August 28, 2026","issueDate":"Aug 11, 2026","status":"Due Soon"}}
+{"op":"add","path":"/elements/dueCallout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"Due Date: ${/invoice/dueDate}"},"description":"Please pay by August 28, 2026 to avoid late fees. Net 14 terms. Amount is due in USD."},"children":[]}}
+{"op":"add","path":"/elements/payBtnHero","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amountDue} Now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/payHintText","value":{"type":"TextContent","props":{"text":"🔒 Secure payment via Stripe • Card, ACH transfer, or Wire • Receipt emailed instantly","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detailsGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["fromCard","billCard"]}}
+{"op":"add","path":"/elements/fromCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["fromLabel","fromNameEl","fromMeta","fromContact"]}}
+{"op":"add","path":"/elements/fromLabel","value":{"type":"TextContent","props":{"text":"FROM","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/fromNameEl","value":{"type":"TextContent","props":{"text":"Alex Morgan — Studio North","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/fromMeta","value":{"type":"TextContent","props":{"text":"Freelance Brand & Web Designer\n123 Creative Row, Portland, OR 97204","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/fromContact","value":{"type":"TextContent","props":{"text":"alex@studionorth.co • EIN 93-1234567","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["billLabel","billNameEl","billMeta","billContact"]}}
+{"op":"add","path":"/elements/billLabel","value":{"type":"TextContent","props":{"text":"BILL TO","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/billNameEl","value":{"type":"TextContent","props":{"text":"Meridian Collective","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/billMeta","value":{"type":"TextContent","props":{"text":"Attn: Accounts Payable\n425 Market St, Suite 800, San Francisco, CA 94102","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billContact","value":{"type":"TextContent","props":{"text":"accounts@meridiancollective.com","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/lineCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["lineHeader","itemsTable","totalsWrap"]}}
+{"op":"add","path":"/elements/lineHeader","value":{"type":"CardHeader","props":{"title":"Services Rendered","subtitle":"July 15 – Aug 10, 2026 • 3 line items"},"children":[]}}
+{"op":"add","path":"/elements/itemsTable","value":{"type":"Table","props":{"columns":["colDesc","colQty","colRate","colAmount"]},"children":[]}}
+{"op":"add","path":"/elements/colDesc","value":{"type":"Col","props":{"label":"Description","data":["Brand Identity System — Logo, palette, type & guidelines","Website Design (Figma + Webflow) — 18 hrs @ $95/hr","Art Direction — Campaign Shoot (on-site)"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colQty","value":{"type":"Col","props":{"label":"Qty","data":["1","18 hrs","1"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRate","value":{"type":"Col","props":{"label":"Rate","data":["$2,800.00","$95.00","$340.00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colAmount","value":{"type":"Col","props":{"label":"Amount","data":["$2,800.00","$1,710.00","$340.00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/totalsWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["subtotalRow","taxRow","separatorLine","totalRow"]}}
+{"op":"add","path":"/elements/subtotalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["subtotalLabel","subtotalValue"]}}
+{"op":"add","path":"/elements/subtotalLabel","value":{"type":"TextContent","props":{"text":"Subtotal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subtotalValue","value":{"type":"TextContent","props":{"text":"$4,850.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["taxLabel","taxValue"]}}
+{"op":"add","path":"/elements/taxLabel","value":{"type":"TextContent","props":{"text":"Tax (0%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxValue","value":{"type":"TextContent","props":{"text":"$0.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separatorLine","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/totalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["totalLabel","totalValue"]}}
+{"op":"add","path":"/elements/totalLabel","value":{"type":"TextContent","props":{"text":"Amount Due (USD)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/totalValue","value":{"type":"Heading","props":{"text":"USD 4,850.00","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/paymentSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["paymentHeaderEl","paymentRadios","payPrimaryBtn","secureNoteEl"]}}
+{"op":"add","path":"/elements/paymentHeaderEl","value":{"type":"CardHeader","props":{"title":"Pay Now","subtitle":"Select a method and confirm payment"},"children":[]}}
+{"op":"add","path":"/elements/paymentRadios","value":{"type":"RadioGroup","props":{"name":"paymentMethod","items":["radioCardItem","radioAchItem","radioWireItem"],"value":{"$bindState":"/selectedPayment"}},"children":[]}}
+{"op":"add","path":"/elements/radioCardItem","value":{"type":"RadioItem","props":{"label":"Credit / Debit Card","description":"Visa, Mastercard, Amex • 2.9% fee included • Instant confirmation","value":"card"},"children":[]}}
+{"op":"add","path":"/elements/radioAchItem","value":{"type":"RadioItem","props":{"label":"ACH Bank Transfer","description":"No fee • 1-3 business days • Routing & account required","value":"ach"},"children":[]}}
+{"op":"add","path":"/elements/radioWireItem","value":{"type":"RadioItem","props":{"label":"Wire Transfer","description":"For international clients • Reference INV-2024-084","value":"wire"},"children":[]}}
+{"op":"add","path":"/state/selectedPayment","value":"card"}
+{"op":"add","path":"/state/paymentStatus","value":"unpaid"}
+{"op":"add","path":"/elements/payPrimaryBtn","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amountDue} — Due ${/invoice/dueDate}"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/secureNoteEl","value":{"type":"TextContent","props":{"text":"By clicking Pay Now you agree to the payment authorization. You’ll receive a PDF receipt at accounts@meridiancollective.com. Need help? Contact alex@studionorth.co","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/successCallout","value":{"type":"Callout","props":{"variant":"success","title":"Payment confirmed — thank you!","description":"We’ve received USD 4,850.00 for INV-2024-084. Receipt sent to accounts@meridiancollective.com."},"visible":{"$state":"/paymentStatus","eq":"paid"},"children":[]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Late fee 1.5% per month after due date. Questions about this invoice? Reply to this page or email alex@studionorth.co","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..a5744c5c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBar","metaGrid","amountSection","paySection","footerNote"]}}
+{"op":"add","path":"/elements/headerBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["brandLabel","invoiceHeading"]}}
+{"op":"add","path":"/elements/brandLabel","value":{"type":"TextContent","props":{"text":"ALEX RIVERA — DESIGN STUDIO","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invoiceHeading","value":{"type":"Heading","props":{"text":"Invoice INV-2024-084","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["statusBadge","statusSub"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":"Due in 10 days • Unpaid","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/statusSub","value":{"type":"TextContent","props":{"text":"To: Acme Corp • hello@acme.co","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metaLeft","metaRight"]}}
+{"op":"add","path":"/elements/metaLeft","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metaLeftHeader","metaRowInvoice","metaRowIssue","metaRowClient"]}}
+{"op":"add","path":"/elements/metaLeftHeader","value":{"type":"TextContent","props":{"text":"INVOICE DETAILS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metaRowInvoice","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["metaInvoiceLabel","metaInvoiceValue"]}}
+{"op":"add","path":"/elements/metaInvoiceLabel","value":{"type":"TextContent","props":{"text":"Invoice #","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaInvoiceValue","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/number"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metaRowIssue","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["metaIssueLabel","metaIssueValue"]}}
+{"op":"add","path":"/elements/metaIssueLabel","value":{"type":"TextContent","props":{"text":"Issued","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaIssueValue","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/issueDate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaRowClient","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["metaClientLabel","metaClientValue"]}}
+{"op":"add","path":"/elements/metaClientLabel","value":{"type":"TextContent","props":{"text":"Billed to","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaClientValue","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/client"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metaRight","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center","justify":"center"},"children":["dueDateHeader","dueDateValue","dueDateSub","dueDateBadge"]}}
+{"op":"add","path":"/elements/dueDateHeader","value":{"type":"TextContent","props":{"text":"DUE DATE","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dueDateValue","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/dueDate}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/dueDateSub","value":{"type":"TextContent","props":{"text":{"$template":"Due ${/invoice/dueIn} • ${/invoice/dueWeekday}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dueDateBadge","value":{"type":"Tag","props":{"text":"Net 14 • Please pay by due date","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-084","amountDue":"2,850.00","currency":"USD","symbol":"$","dueDate":"Aug 28, 2026","dueIn":"in 10 days","dueWeekday":"Friday","issueDate":"Aug 14, 2026","client":"Acme Corp","freelancer":"Alex Rivera — Design Studio"}}
+{"op":"add","path":"/elements/amountSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["amountHeader","amountMainRow","amountDueNote","separator1","amountBreakdown"]}}
+{"op":"add","path":"/elements/amountHeader","value":{"type":"CardHeader","props":{"title":"Amount due","subtitle":"Total payable — includes all services and tax"},"children":[]}}
+{"op":"add","path":"/elements/amountMainRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m"},"children":["amountValueWrap","currencyBadge"]}}
+{"op":"add","path":"/elements/amountValueWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["amountValue","amountCurrencyLine"]}}
+{"op":"add","path":"/elements/amountValue","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/symbol}${/invoice/amountDue}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/amountCurrencyLine","value":{"type":"TextContent","props":{"text":{"$template":"Currency: ${/invoice/currency} • United States Dollar"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/currencyBadge","value":{"type":"Badge","props":{"text":{"$template":"${/invoice/currency}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/amountDueNote","value":{"type":"TextContent","props":{"text":"Brand identity + website updates (32 hrs) — Payment via card or bank transfer. No fees for the client.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/amountBreakdown","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["breakdownRow1","breakdownRow2","breakdownRow3"]}}
+{"op":"add","path":"/elements/breakdownRow1","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["breakdownLabel1","breakdownValue1"]}}
+{"op":"add","path":"/elements/breakdownLabel1","value":{"type":"TextContent","props":{"text":"Subtotal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/breakdownValue1","value":{"type":"TextContent","props":{"text":"$2,650.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/breakdownRow2","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["breakdownLabel2","breakdownValue2"]}}
+{"op":"add","path":"/elements/breakdownLabel2","value":{"type":"TextContent","props":{"text":"Tax (7.55%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/breakdownValue2","value":{"type":"TextContent","props":{"text":"$200.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/breakdownRow3","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["breakdownLabel3","breakdownValue3"]}}
+{"op":"add","path":"/elements/breakdownLabel3","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/breakdownValue3","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/symbol}${/invoice/amountDue} ${/invoice/currency}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/paySection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payHeader","payMethodsRow","successCallout","paySecureNote"]}}
+{"op":"add","path":"/elements/payHeader","value":{"type":"CardHeader","props":{"title":"Pay now","subtitle":"Secure checkout — pay in under 30 seconds"},"children":[]}}
+{"op":"add","path":"/elements/payMethodsRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["payButton","payAltButtons"]}}
+{"op":"add","path":"/elements/payButton","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/paymentStatus","eq":"paid"},"$then":"✓ Paid — Thank you!","$else":{"$template":"Pay ${/invoice/symbol}${/invoice/amountDue} ${/invoice/currency} now"}},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/payAltButtons","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["payApple","payBank"]}}
+{"op":"add","path":"/elements/payApple","value":{"type":"Button","props":{"label":"Apple Pay","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/payBank","value":{"type":"Button","props":{"label":"Bank transfer","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/successCallout","value":{"type":"Callout","props":{"variant":"success","title":"Payment confirmed","description":"We've received your payment of $2,850.00 USD for INV-2024-084. A receipt was sent to hello@acme.co."},"visible":{"$state":"/paymentStatus","eq":"paid"},"children":[]}}
+{"op":"add","path":"/elements/paySecureNote","value":{"type":"TextContent","props":{"text":"🔒 Encrypted by Stripe • 256-bit SSL • Due Aug 28, 2026 — pay anytime before 11:59 PM ET","size":"small"},"children":[]}}
+{"op":"add","path":"/state/paymentStatus","value":""}
+{"op":"add","path":"/elements/footerNote","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["footerText","footerContact"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Questions? Contact Alex at alex@rivera.studio • Invoice INV-2024-084","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerContact","value":{"type":"TextContent","props":{"text":"Late payments subject to 1.5% monthly fee after Aug 28, 2026","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..790f789aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,77 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topBar","invoiceHeaderCard","summaryRow","lineItemsCard","totalsCard","paymentCard","footerNote"]}}
+{"op":"add","path":"/elements/topBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["topBarLeft","topBarRight"]}}
+{"op":"add","path":"/elements/topBarLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingInvoice","invoiceNumberText"]}}
+{"op":"add","path":"/elements/headingInvoice","value":{"type":"Heading","props":{"text":"Invoice","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoiceNumberText","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/number} • Issued ${/invoice/issueDateFormatted}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/topBarRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["statusBadge","projectTag"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":"Due Soon","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/projectTag","value":{"type":"Tag","props":{"text":"Brand Identity Project","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/invoiceHeaderCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","justify":"between","align":"start","wrap":true},"children":["freelancerBlock","clientBlock"]}}
+{"op":"add","path":"/elements/freelancerBlock","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatarAlex","freelancerInfo"]}}
+{"op":"add","path":"/elements/avatarAlex","value":{"type":"Avatar","props":{"fallback":"AR","alt":"Alex Rivera"},"children":[]}}
+{"op":"add","path":"/elements/freelancerInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["freelancerName","freelancerEmail","freelancerRole"]}}
+{"op":"add","path":"/elements/freelancerName","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancerName"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/freelancerEmail","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancerEmail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freelancerRole","value":{"type":"TextContent","props":{"text":"Freelance Brand & Web Designer","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/clientBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["billToHeader","clientNameText","clientEmailText","projectText"]}}
+{"op":"add","path":"/elements/billToHeader","value":{"type":"TextContent","props":{"text":"BILL TO","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/clientNameText","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientName"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/clientEmailText","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientEmail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/projectText","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${/invoice/project}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/summaryRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["amountDueCard","dueDateCard","termsCard"]}}
+{"op":"add","path":"/elements/amountDueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["amountLabel","amountValue","amountCurrencyRow","amountHint"]}}
+{"op":"add","path":"/elements/amountLabel","value":{"type":"TextContent","props":{"text":"AMOUNT DUE","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amountValue","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/amountDueFormatted}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/amountCurrencyRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["amountCurrency","amountCurrencyHint"]}}
+{"op":"add","path":"/elements/amountCurrency","value":{"type":"Badge","props":{"text":{"$state":"/invoice/currency"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/amountCurrencyHint","value":{"type":"TextContent","props":{"text":"USD • Includes tax","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amountHint","value":{"type":"TextContent","props":{"text":"Payable to Studio AR LLC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dueDateCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dueLabel","dueDateValue","dueCountdown","dueProgress"]}}
+{"op":"add","path":"/elements/dueLabel","value":{"type":"TextContent","props":{"text":"DUE DATE","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dueDateValue","value":{"type":"Heading","props":{"text":{"$state":"/invoice/dueDateFormatted"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/dueCountdown","value":{"type":"TextContent","props":{"text":{"$template":"Due in 15 days • ${/invoice/dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dueProgress","value":{"type":"Progress","props":{"value":75,"label":"75% of term elapsed"},"children":[]}}
+{"op":"add","path":"/elements/termsCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["termsHeader","termsNet","termsLate","termsSeparator","termsNote"]}}
+{"op":"add","path":"/elements/termsHeader","value":{"type":"TextContent","props":{"text":"TERMS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/termsNet","value":{"type":"TextContent","props":{"text":"Net 15 • Due on receipt after Sep 2","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/termsLate","value":{"type":"TextContent","props":{"text":"1.5% monthly fee after due date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/termsSeparator","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/termsNote","value":{"type":"TextContent","props":{"text":"Questions? Reply directly to this invoice.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-087","currency":"USD","amountDueFormatted":"$4,250.00","amountDue":4250,"dueDate":"2026-09-02","dueDateFormatted":"September 2, 2026","issueDateFormatted":"Aug 18, 2026","freelancerName":"Alex Rivera — Studio AR","freelancerEmail":"alex@studioar.co","clientName":"North Peak Outdoors","clientEmail":"accounts@northpeak.co","project":"Brand Identity & Website"}}
+{"op":"add","path":"/elements/lineItemsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["lineItemsHeader","lineItemsTable"]}}
+{"op":"add","path":"/elements/lineItemsHeader","value":{"type":"CardHeader","props":{"title":"Services & Deliverables","subtitle":"3 items • Aug 1 — Aug 15, 2026"},"children":[]}}
+{"op":"add","path":"/elements/lineItemsTable","value":{"type":"Table","props":{"columns":["colItem","colQty","colRate","colAmount"]},"children":[]}}
+{"op":"add","path":"/elements/colItem","value":{"type":"Col","props":{"label":"Item","data":["Brand Strategy & Art Direction","Logo System & Visual Identity","Web Design — Homepage + 5 templates"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colQty","value":{"type":"Col","props":{"label":"Qty","data":["1","1","1"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRate","value":{"type":"Col","props":{"label":"Rate","data":["$1,200.00","$1,500.00","$1,300.00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colAmount","value":{"type":"Col","props":{"label":"Amount","data":["$1,200.00","$1,500.00","$1,300.00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/totalsCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["totalsHeader","subtotalRow","taxRow","separatorTotals","totalRow"]}}
+{"op":"add","path":"/elements/totalsHeader","value":{"type":"TextContent","props":{"text":"Summary","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/subtotalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["subtotalLabel","subtotalValue"]}}
+{"op":"add","path":"/elements/subtotalLabel","value":{"type":"TextContent","props":{"text":"Subtotal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subtotalValue","value":{"type":"TextContent","props":{"text":"$4,000.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["taxLabel","taxValue"]}}
+{"op":"add","path":"/elements/taxLabel","value":{"type":"TextContent","props":{"text":"Tax (6.25%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/taxValue","value":{"type":"TextContent","props":{"text":"$250.00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separatorTotals","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/totalRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["totalLabel","totalValue"]}}
+{"op":"add","path":"/elements/totalLabel","value":{"type":"Heading","props":{"text":"Total Due","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/totalValue","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/amountDueFormatted} ${/invoice/currency}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/paymentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["paymentHeader","paymentMethodRow","payButton","paidCallout","secureNote"]}}
+{"op":"add","path":"/elements/paymentHeader","value":{"type":"CardHeader","props":{"title":"Pay now","subtitle":"Secure payment • Receipt auto-emailed to client"},"children":[]}}
+{"op":"add","path":"/elements/paymentMethodRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},"children":["methodSelectControl","methodIcons"]}}
+{"op":"add","path":"/elements/methodSelectControl","value":{"type":"FormControl","props":{"label":"Payment method","input":"methodSelect","hint":"Cards process instantly • ACH 1–2 business days"},"children":[]}}
+{"op":"add","path":"/elements/methodSelect","value":{"type":"Select","props":{"name":"method","items":["optCard","optBank","optPaypal"],"placeholder":"Select method","value":{"$bindState":"/selectedMethod"}},"children":[]}}
+{"op":"add","path":"/elements/optCard","value":{"type":"SelectItem","props":{"value":"card","label":"Credit / Debit Card — Visa, Mastercard, Amex"},"children":[]}}
+{"op":"add","path":"/elements/optBank","value":{"type":"SelectItem","props":{"value":"bank","label":"ACH Bank Transfer — No fee"},"children":[]}}
+{"op":"add","path":"/elements/optPaypal","value":{"type":"SelectItem","props":{"value":"paypal","label":"PayPal"},"children":[]}}
+{"op":"add","path":"/elements/methodIcons","value":{"type":"TagBlock","props":{"tags":["🔒 Stripe Secured","Visa • Mastercard • Amex accepted","ACH & PayPal available"]},"children":[]}}
+{"op":"add","path":"/state/selectedMethod","value":"card"}
+{"op":"add","path":"/elements/payButton","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/amountDueFormatted} now →"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/payment/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/paidCallout","value":{"type":"Callout","props":{"variant":"success","title":"Payment received — thank you!","description":"Receipt sent to accounts@northpeak.co. Settlement is processing. Invoice INV-2024-087 is now marked as Paid."},"visible":{"$state":"/payment/paid","eq":true},"children":[]}}
+{"op":"add","path":"/elements/secureNote","value":{"type":"TextContent","props":{"text":"🔒 Secured by Stripe • 256-bit encryption • Need a different currency? Contact Alex before paying.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/payment","value":{"paid":false}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["footerText","footerLinkNote"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Thank you for your business! Questions about this invoice? Email alex@studioar.co — typically replies within 4 hours.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerLinkNote","value":{"type":"TextContent","props":{"text":"INV-2024-087 • Due September 2, 2026 • View PDF • Terms: Net 15","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..b3d88f77c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r1.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..f2a684f7d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,58 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..83530d24d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,51 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..876512664
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,47 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..147b018f8
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..a47aed981
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r2.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..bd53b355a
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..84ad418c1
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\ No newline at end of file
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new file mode 100644
index 000000000..6668305a0
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+{"op":"add","path":"/elements/originValue","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/origin"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/originSub","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/originSub"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/destinationCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["destLabel","destValue","destSub"]}}
+{"op":"add","path":"/elements/destLabel","value":{"type":"TextContent","props":{"text":"DELIVERING TO","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/destValue","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/destination"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/destSub","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/destinationSub"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["carrierLabel","carrierValue","carrierSub"]}}
+{"op":"add","path":"/elements/carrierLabel","value":{"type":"TextContent","props":{"text":"CARRIER","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrierValue","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/carrier"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/carrierSub","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/carrierSub"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/serviceCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["serviceLabel","serviceValue","serviceSub"]}}
+{"op":"add","path":"/elements/serviceLabel","value":{"type":"TextContent","props":{"text":"SERVICE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/serviceValue","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/service"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/serviceSub","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/serviceSub"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/currentLocationSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["locationHeader","locationCallout","progressCard","stepsTracking","mapImage"]}}
+{"op":"add","path":"/elements/locationHeader","value":{"type":"CardHeader","props":{"title":"Where is your package right now","subtitle":"Live tracking • Next scan expected in ~2 hours"},"children":[]}}
+{"op":"add","path":"/elements/locationCallout","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"📍 ${/tracking/currentLocation}"},"description":{"$template":"Scanned ${/tracking/lastScan} — Departed facility is next. Your package is on schedule and moving toward St. Louis."}},"children":[]}}
+{"op":"add","path":"/elements/progressCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["progressLabelRow","progressBar","progressHint"]}}
+{"op":"add","path":"/elements/progressLabelRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"none","justify":"between"},"children":["progressLabel","progressPercent"]}}
+{"op":"add","path":"/elements/progressLabel","value":{"type":"TextContent","props":{"text":"Journey progress","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progressPercent","value":{"type":"TextContent","props":{"text":{"$template":"${/tracking/progress}% en route"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressBar","value":{"type":"Progress","props":{"value":{"$state":"/tracking/progress"},"label":"Delivery progress"},"children":[]}}
+{"op":"add","path":"/elements/progressHint","value":{"type":"TextContent","props":{"text":"Los Angeles ——●—— Chicago (YOU ARE HERE) ——○—— St. Louis","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stepsTracking","value":{"type":"Steps","props":{"items":["stepOrdered","stepShipped","stepTransit","stepOut","stepDelivered"]},"children":[]}}
+{"op":"add","path":"/elements/stepOrdered","value":{"type":"StepsItem","props":{"title":"Order Confirmed","details":"Aug 17, 4:12 PM • Seller processed your order"},"children":[]}}
+{"op":"add","path":"/elements/stepShipped","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Aug 18, 10:30 AM • Left Los Angeles, CA • FedEx picked up"},"children":[]}}
+{"op":"add","path":"/elements/stepTransit","value":{"type":"StepsItem","props":{"title":"In Transit — Chicago, IL","details":"Today, 9:42 AM CDT • Arrived at Chicago Distribution Center • Package scanned, currently sorting"},"children":[]}}
+{"op":"add","path":"/elements/stepOut","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Expected Aug 22 • St. Louis facility → your address"},"children":[]}}
+{"op":"add","path":"/elements/stepDelivered","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Estimated Aug 22 by 9:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/mapImage","value":{"type":"ImageBlock","props":{"src":"https://images.unsplash.com/photo-1524661135-423995f22d0b?w=1200&q=80&auto=format&fit=crop","alt":"Map showing route from Los Angeles to St. Louis with current pin on Chicago"},"children":[]}}
+{"op":"add","path":"/elements/estimateCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["estimateHeader","estimateDateRow","estimateWindow","estimateCallout"]}}
+{"op":"add","path":"/elements/estimateHeader","value":{"type":"CardHeader","props":{"title":"Estimated Delivery Date","subtitle":"On time — no delays reported"},"children":[]}}
+{"op":"add","path":"/elements/estimateDateRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["estimateDateIcon","estimateDateTexts"]}}
+{"op":"add","path":"/elements/estimateDateIcon","value":{"type":"Tag","props":{"text":"📦","size":"lg","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/estimateDateTexts","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["estimateDateText","estimateDayText"]}}
+{"op":"add","path":"/elements/estimateDateText","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimateDayText","value":{"type":"TextContent","props":{"text":{"$state":"/tracking/estimatedDay"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/estimateWindow","value":{"type":"TextContent","props":{"text":{"$template":"Delivery window: ${/tracking/deliveryWindow}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/estimateCallout","value":{"type":"TextCallout","props":{"variant":"success","title":"On track for tomorrow","description":"If you won't be home, you can authorize a safe place or reschedule from the carrier link. You'll get an SMS when it's out for delivery."},"children":[]}}
+{"op":"add","path":"/elements/reportCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reportHeader","reportForm","reportSuccessCallout","contactAltCard"]}}
+{"op":"add","path":"/elements/reportHeader","value":{"type":"CardHeader","props":{"title":"Report a problem with this delivery","subtitle":"Choose an issue and tell us what happened — we'll respond within 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/reportForm","value":{"type":"Form","props":{"name":"reportForm","buttons":"reportButtons","fields":["problemTypeControl","detailsControl","emailControl"]},"children":[]}}
+{"op":"add","path":"/elements/problemTypeControl","value":{"type":"FormControl","props":{"label":"What went wrong?","input":"problemSelect","hint":"Select the issue that best matches your situation"},"children":[]}}
+{"op":"add","path":"/elements/problemSelect","value":{"type":"Select","props":{"name":"problemType","placeholder":"Select a problem type","items":["optDamaged","optMissing","optLate","optWrong","optOther"],"value":{"$bindState":"/reportForm/problemType"}},"children":[]}}
+{"op":"add","path":"/elements/optDamaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/optMissing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but not received"},"children":[]}}
+{"op":"add","path":"/elements/optLate","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late / stuck in transit"},"children":[]}}
+{"op":"add","path":"/elements/optWrong","value":{"type":"SelectItem","props":{"value":"wrong","label":"Wrong item or wrong address"},"children":[]}}
+{"op":"add","path":"/elements/optOther","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"},"children":[]}}
+{"op":"add","path":"/elements/detailsControl","value":{"type":"FormControl","props":{"label":"Describe the problem","input":"detailsArea","hint":"Include details like damage, missing items, or delivery instructions"},"children":[]}}
+{"op":"add","path":"/elements/detailsArea","value":{"type":"TextArea","props":{"name":"details","placeholder":"e.g., Box was crushed on one corner, item inside is dented...","rows":4,"value":{"$bindState":"/reportForm/details"}},"children":[]}}
+{"op":"add","path":"/elements/emailControl","value":{"type":"FormControl","props":{"label":"Contact email for updates","input":"emailInput","hint":"We'll send confirmation and resolution steps here"},"children":[]}}
+{"op":"add","path":"/elements/emailInput","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/reportForm/email"}},"children":[]}}
+{"op":"add","path":"/elements/reportButtons","value":{"type":"Buttons","props":{"buttons":["submitBtn","clearBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submitBtn","value":{"type":"Button","props":{"label":"Submit report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/clearBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportForm","value":{"problemType":"","details":"","email":""}}}},"children":[]}}
+{"op":"add","path":"/state/reportForm","value":{"problemType":"","details":"","email":""}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
+{"op":"add","path":"/elements/reportSuccessCallout","value":{"type":"Callout","props":{"variant":"success","title":"Report received — we're on it","description":"Thanks for letting us know. Reference # RPT-8841-C. Our support team will email you within 24 hours with next steps. You can continue tracking above while we investigate."},"visible":{"$state":"/reportSubmitted","eq":true},"children":[]}}
+{"op":"add","path":"/elements/contactAltCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["contactAltTitle","contactAltText"]}}
+{"op":"add","path":"/elements/contactAltTitle","value":{"type":"TextContent","props":{"text":"Need urgent help?","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/contactAltText","value":{"type":"TextContent","props":{"text":"Call FedEx Support at 1-800-463-3339 with tracking # 1Z-884-293-7741 or chat with our store support. For damaged items, please keep packaging for inspection.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..d6531a591
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r2.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"deliveryScreen"}
+{"op":"add","path":"/elements/deliveryScreen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topBar","heroGrid","trackingProgress","infoRow","reportSection","helpFooter"]}}
+{"op":"add","path":"/elements/topBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["brandBlock","trackingBadgeBlock"]}}
+{"op":"add","path":"/elements/brandBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingTitle","trackingSub"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Package Tracking","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/trackingSub","value":{"type":"TextContent","props":{"text":{"$template":"Tracking # ${/trackingNumber} • Standard Delivery"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trackingBadgeBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["statusBadge","lastUpdateText"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":{"$state":"/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/lastUpdateText","value":{"type":"TextContent","props":{"text":{"$state":"/lastUpdate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/trackingNumber","value":"1Z 999 AA1 02 9376 5842"}
+{"op":"add","path":"/state/status","value":"In Transit — On Time"}
+{"op":"add","path":"/state/lastUpdate","value":"Updated 2 hours ago • Aug 18, 11:42 AM EST"}
+{"op":"add","path":"/elements/heroGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["locationHero","etaHero"]}}
+{"op":"add","path":"/elements/locationHero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["locationHeader","locationMain","locationMeta"]}}
+{"op":"add","path":"/elements/locationHeader","value":{"type":"CardHeader","props":{"title":"Where your package is now","subtitle":"Live location • Requirement 1"},"children":[]}}
+{"op":"add","path":"/elements/locationMain","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["locationIconRow","locationAddress","locationScan"]}}
+{"op":"add","path":"/elements/locationIconRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["locationTag","locationStatus"]}}
+{"op":"add","path":"/elements/locationTag","value":{"type":"Tag","props":{"text":"DEPARTED FACILITY","variant":"info","icon":"package"},"children":[]}}
+{"op":"add","path":"/elements/locationStatus","value":{"type":"TextContent","props":{"text":"Scanned 11:42 AM EST","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/locationAddress","value":{"type":"TextContent","props":{"text":{"$state":"/currentLocation/facility"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/locationScan","value":{"type":"TextContent","props":{"text":{"$state":"/currentLocation/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/locationMeta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["locationDetail1","locationDetail2"]}}
+{"op":"add","path":"/elements/locationDetail1","value":{"type":"TextContent","props":{"text":"📦 Package left the sorting facility and is on the way to the next hub in Indianapolis, IN.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/locationDetail2","value":{"type":"TextContent","props":{"text":"Next scan expected within 6 hours. You'll get a notification when it arrives.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/currentLocation","value":{"facility":"Louisville, KY Distribution Center","detail":"Departed — In transit to Indianapolis, IN • 312 miles to destination"}}
+{"op":"add","path":"/elements/etaHero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["etaHeader","etaDateBlock","etaProgress","etaNote"]}}
+{"op":"add","path":"/elements/etaHeader","value":{"type":"CardHeader","props":{"title":"Estimated Delivery","subtitle":"Requirement 2 • On schedule"},"children":[]}}
+{"op":"add","path":"/elements/etaDateBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["etaDay","etaDate","etaTime","etaWindow"]}}
+{"op":"add","path":"/elements/etaDay","value":{"type":"TextContent","props":{"text":{"$state":"/eta/day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/etaDate","value":{"type":"Heading","props":{"text":{"$state":"/eta/date"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/etaTime","value":{"type":"TextContent","props":{"text":{"$state":"/eta/time"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/etaWindow","value":{"type":"Tag","props":{"text":"Delivery window: 9:00 AM - 9:00 PM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/etaProgress","value":{"type":"Progress","props":{"value":68,"label":"68% of journey completed — 2 days remaining"},"children":[]}}
+{"op":"add","path":"/elements/etaNote","value":{"type":"TextContent","props":{"text":"Carrier: UPS Ground • No signature required. Leave at front door if not home.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/eta","value":{"day":"THURSDAY","date":"August 21, 2026","time":"by 9:00 PM"}}
+{"op":"add","path":"/elements/trackingProgress","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["progressHeader","stepsComp","separator1","progressFooter"]}}
+{"op":"add","path":"/elements/progressHeader","value":{"type":"CardHeader","props":{"title":"Shipment Progress","subtitle":"4 of 5 steps completed"},"children":[]}}
+{"op":"add","path":"/elements/stepsComp","value":{"type":"Steps","props":{"items":["step1","step2","step3","step4","step5"]},"children":[]}}
+{"op":"add","path":"/elements/step1","value":{"type":"StepsItem","props":{"title":"Order Processed","details":"Aug 15 • 9:12 AM — Order confirmed in Cincinnati, OH"},"children":[]}}
+{"op":"add","path":"/elements/step2","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Aug 16 • 4:30 PM — Picked up by carrier, Louisville KY"},"children":[]}}
+{"op":"add","path":"/elements/step3","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Aug 18 • 11:42 AM — Departed Louisville Distribution Center (CURRENT)"},"children":[]}}
+{"op":"add","path":"/elements/step4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Expected Aug 21 • Courier will load package for final delivery"},"children":[]}}
+{"op":"add","path":"/elements/step5","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Estimated Aug 21 by 9:00 PM • Front door"},"children":[]}}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/progressFooter","value":{"type":"TextContent","props":{"text":"Tracking updates every 2-4 hours. Last carrier scan: Louisville, KY at 11:42 AM EST.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/infoRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["shipmentCard","carrierCard"]}}
+{"op":"add","path":"/elements/shipmentCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["shipmentHeader","shipmentItem1","shipmentItem2","shipmentItem3"]}}
+{"op":"add","path":"/elements/shipmentHeader","value":{"type":"CardHeader","props":{"title":"Shipment Details","subtitle":"Order # 84729-291"},"children":[]}}
+{"op":"add","path":"/elements/shipmentItem1","value":{"type":"TextContent","props":{"text":"**Service:** UPS Ground — 2-3 Business Days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentItem2","value":{"type":"TextContent","props":{"text":"**Weight:** 3.2 lbs (1.45 kg) • **Dimensions:** 12×9×6 in","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentItem3","value":{"type":"TextContent","props":{"text":"**Ship from:** Cincinnati, OH 45202 → **Ship to:** Chicago, IL 60614","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["carrierHeader","carrierItem1","carrierItem2","carrierItem3"]}}
+{"op":"add","path":"/elements/carrierHeader","value":{"type":"CardHeader","props":{"title":"Delivery Address","subtitle":"Recipient: Alex Morgan"},"children":[]}}
+{"op":"add","path":"/elements/carrierItem1","value":{"type":"TextContent","props":{"text":"1247 W Armitage Ave, Apt 3B","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrierItem2","value":{"type":"TextContent","props":{"text":"Chicago, IL 60614 • (312) 555-0148","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrierItem3","value":{"type":"TextContent","props":{"text":"Instructions: Leave with doorman if not home. Buzz code #0314","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reportSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reportHeader","reportAlertSuccess","reportForm","reportButtons","reportHint"]}}
+{"op":"add","path":"/elements/reportHeader","value":{"type":"CardHeader","props":{"title":"Report a problem with this delivery","subtitle":"Requirement 3 • Get help within 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/reportAlertSuccess","value":{"type":"Alert","props":{"title":"Report received","description":"Thanks, Alex. We've logged your issue and will email you at the address you provided. Reference # PR-28471.","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/reportForm","value":{"type":"Form","props":{"name":"deliveryReport","buttons":"reportButtons","fields":["fieldIssue","fieldDetails","fieldEmail"]},"children":[]}}
+{"op":"add","path":"/elements/fieldIssue","value":{"type":"FormControl","props":{"label":"What went wrong?","input":"selectIssue","hint":"Choose the option that best describes your issue"},"children":[]}}
+{"op":"add","path":"/elements/selectIssue","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":["si1","si2","si3","si4","si5"]},"children":[]}}
+{"op":"add","path":"/elements/si1","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late / stuck"},"children":[]}}
+{"op":"add","path":"/elements/si2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package damaged"},"children":[]}}
+{"op":"add","path":"/elements/si3","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Wrong address / delivery location"},"children":[]}}
+{"op":"add","path":"/elements/si4","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but missing"},"children":[]}}
+{"op":"add","path":"/elements/si5","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"},"children":[]}}
+{"op":"add","path":"/elements/fieldDetails","value":{"type":"FormControl","props":{"label":"Describe the problem","input":"textAreaDetails","hint":"Include any details that help us investigate"},"children":[]}}
+{"op":"add","path":"/elements/textAreaDetails","value":{"type":"TextArea","props":{"name":"details","placeholder":"e.g., Tracking hasn't updated in 2 days, box was crushed on arrival...","rows":3,"value":{"$bindState":"/reportDetails"}},"children":[]}}
+{"op":"add","path":"/elements/fieldEmail","value":{"type":"FormControl","props":{"label":"Contact email for updates","input":"inputEmail"},"children":[]}}
+{"op":"add","path":"/elements/inputEmail","value":{"type":"Input","props":{"name":"email","placeholder":"alex.morgan@email.com","type":"email","value":{"$bindState":"/reportEmail"}},"children":[]}}
+{"op":"add","path":"/elements/reportButtons","value":{"type":"Buttons","props":{"buttons":["buttonSubmit","buttonCancel"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/buttonSubmit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/buttonCancel","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportDetails","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/reportHint","value":{"type":"TextContent","props":{"text":"For urgent issues, call UPS Support: 1-800-742-5877 with your tracking number. Average response time for reports is 4 hours.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/reportDetails","value":""}
+{"op":"add","path":"/state/reportEmail","value":""}
+{"op":"add","path":"/state/reportSubmitted","value":false}
+{"op":"add","path":"/elements/helpFooter","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["helpText"]}}
+{"op":"add","path":"/elements/helpText","value":{"type":"TextContent","props":{"text":"Questions? Visit Help Center • Manage notifications • View proof of delivery (available after delivery)","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..bfc9f72b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r3.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","trackingSummary","statusHighlight","timelineSteps","etaCard","detailsCard","reportSection","helpCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":"Enter your tracking number to get live updates — you're viewing shipment 1Z 999 AA1 0123456784"},"children":[]}}
+{"op":"add","path":"/elements/trackingSummary","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["trackingNumberText","carrierBadge"]}}
+{"op":"add","path":"/elements/trackingNumberText","value":{"type":"TextContent","props":{"text":{"$template":"Tracking # ${/package/trackingNumber} • ${/package/service}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/carrierBadge","value":{"type":"Badge","props":{"text":{"$state":"/package/carrier"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/package","value":{"trackingNumber":"1Z 999 AA1 0123456784","carrier":"FedEx Ground","service":"Ground — 2 Day","status":"In Transit","currentLocation":"Memphis, TN Distribution Hub","city":"Memphis, TN","estimatedDelivery":"Thursday, August 21, 2026","estimatedWindow":"by 9:00 PM","lastUpdate":"Today at 08:42 AM — Arrived at facility and scanned","progress":65}}
+{"op":"add","path":"/elements/statusHighlight","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["statusHeaderRow","statusLocation","statusUpdateTime","progressBar"]}}
+{"op":"add","path":"/elements/statusHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["statusTitle","statusBadge"]}}
+{"op":"add","path":"/elements/statusTitle","value":{"type":"Heading","props":{"text":"Where your package is right now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":{"$state":"/package/status"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/statusLocation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["locationIconText","locationSub"]}}
+{"op":"add","path":"/elements/locationIconText","value":{"type":"TextContent","props":{"text":{"$template":"📦 ${/package/currentLocation}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/locationSub","value":{"type":"TextContent","props":{"text":{"$template":"Last scan: ${/package/lastUpdate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statusUpdateTime","value":{"type":"TextContent","props":{"text":"Your package left Louisville, KY at 2:14 AM and arrived in Memphis at 8:42 AM. Next stop: Nashville, TN.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressBar","value":{"type":"Progress","props":{"value":{"$state":"/package/progress"},"label":{"$template":"${/package/progress}% of journey completed"}},"children":[]}}
+{"op":"add","path":"/elements/timelineSteps","value":{"type":"Steps","props":{"items":["stepOrdered","stepShipped","stepTransit","stepOutForDelivery","stepDelivered"]},"children":[]}}
+{"op":"add","path":"/elements/stepOrdered","value":{"type":"StepsItem","props":{"title":"Order Processed","details":"Aug 16, 2026 — Label created in Atlanta, GA"},"children":[]}}
+{"op":"add","path":"/elements/stepShipped","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Aug 17, 2026 — Picked up by carrier, Louisville, KY"},"children":[]}}
+{"op":"add","path":"/elements/stepTransit","value":{"type":"StepsItem","props":{"title":"In Transit — At Facility (Current)","details":"Aug 18, 2026 08:42 AM — Arrived at Memphis, TN Distribution Hub"},"children":[]}}
+{"op":"add","path":"/elements/stepOutForDelivery","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Expected Aug 21 — Nashville, TN to your address"},"children":[]}}
+{"op":"add","path":"/elements/stepDelivered","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Estimated Thu, Aug 21 by 9:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/etaCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["etaHeading","etaDate","etaSubtext","etaCallout"]}}
+{"op":"add","path":"/elements/etaHeading","value":{"type":"TextContent","props":{"text":"Estimated Delivery Date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/etaDate","value":{"type":"Heading","props":{"text":{"$state":"/package/estimatedDelivery"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/etaSubtext","value":{"type":"TextContent","props":{"text":{"$template":"${/package/estimatedWindow} • No signature required • ${/package/carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/etaCallout","value":{"type":"Callout","props":{"variant":"info","title":"On time","description":"Your package is moving as expected. You'll get a notification when it's out for delivery."},"children":[]}}
+{"op":"add","path":"/elements/detailsCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["detailsHeader","detailsTable"]}}
+{"op":"add","path":"/elements/detailsHeader","value":{"type":"CardHeader","props":{"title":"Shipment details","subtitle":"Origin to destination overview"},"children":[]}}
+{"op":"add","path":"/elements/detailsTable","value":{"type":"Table","props":{"columns":["colLabel","colValue"]},"children":[]}}
+{"op":"add","path":"/elements/colLabel","value":{"type":"Col","props":{"label":"Detail","data":["Origin","Destination","Weight","Service","Last update"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colValue","value":{"type":"Col","props":{"label":"Value","data":["Atlanta, GA 30303","Nashville, TN 37211","2.4 lb (1.1 kg)","FedEx Ground — 2 Day","Today 08:42 AM, Memphis TN"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/reportSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reportHeader","reportForm","reportSuccessCallout","reportButtons"]}}
+{"op":"add","path":"/elements/reportHeader","value":{"type":"CardHeader","props":{"title":"Report a problem with this delivery","subtitle":"Something wrong? Let us know and we'll help within a few hours."},"children":[]}}
+{"op":"add","path":"/elements/reportForm","value":{"type":"Form","props":{"name":"reportForm","fields":["fcIssueType","fcDescription","fcEmail"],"buttons":["reportButtons"]},"children":[]}}
+{"op":"add","path":"/elements/fcIssueType","value":{"type":"FormControl","props":{"label":"What happened?","input":"selectIssueType","hint":"Choose the option that best matches your issue"},"children":[]}}
+{"op":"add","path":"/elements/selectIssueType","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":["itemDamaged","itemMissing","itemLate","itemWrongAddress","itemOther"],"value":{"$bindState":"/report/issueType"}},"children":[]}}
+{"op":"add","path":"/elements/itemDamaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/itemMissing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but missing"},"children":[]}}
+{"op":"add","path":"/elements/itemLate","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late / stuck"},"children":[]}}
+{"op":"add","path":"/elements/itemWrongAddress","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Delivered to wrong address"},"children":[]}}
+{"op":"add","path":"/elements/itemOther","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"},"children":[]}}
+{"op":"add","path":"/elements/fcDescription","value":{"type":"FormControl","props":{"label":"Describe the problem","input":"inputDescription","hint":"Include details like damage, missing items, or delivery instructions"},"children":[]}}
+{"op":"add","path":"/elements/inputDescription","value":{"type":"TextArea","props":{"name":"description","placeholder":"Example: Box was crushed on one corner and item inside is cracked...","rows":4,"value":{"$bindState":"/report/description"}},"children":[]}}
+{"op":"add","path":"/elements/fcEmail","value":{"type":"FormControl","props":{"label":"Contact email (optional)","input":"inputEmail","hint":"We'll send updates about your report here"},"children":[]}}
+{"op":"add","path":"/elements/inputEmail","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/report/email"}},"children":[]}}
+{"op":"add","path":"/state/report","value":{"issueType":"","description":"","email":""}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
+{"op":"add","path":"/elements/reportButtons","value":{"type":"Buttons","props":{"buttons":["btnSubmitReport","btnClearReport"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSubmitReport","value":{"type":"Button","props":{"label":"Submit report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btnClearReport","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/report/description","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/reportSuccessCallout","value":{"type":"Callout","props":{"variant":"success","title":"Report received","description":"Thanks — we've logged your issue and will email you within 2 hours with next steps. Reference: RPT-88421."},"visible":{"$state":"/reportSubmitted","eq":true},"children":[]}}
+{"op":"add","path":"/elements/helpCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["helpText","helpActions"]}}
+{"op":"add","path":"/elements/helpText","value":{"type":"TextContent","props":{"text":"Need immediate help? Contact support with your tracking number for faster service.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/helpActions","value":{"type":"Buttons","props":{"buttons":["btnContact","btnViewProof"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnContact","value":{"type":"Button","props":{"label":"Contact support","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/btnViewProof","value":{"type":"Button","props":{"label":"View delivery proof","variant":"tertiary"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..0b9b5aac7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-order__r4.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","statusGrid","timelineCard","locationCard","reportCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["headerTop","headerTitleBlock","headerProgress"]}}
+{"op":"add","path":"/elements/headerTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["trackingInfo","statusBadgeWrap"]}}
+{"op":"add","path":"/elements/trackingInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["trackingLabel","trackingNumberText"]}}
+{"op":"add","path":"/elements/trackingLabel","value":{"type":"TextContent","props":{"text":"UPS Ground • 2.4 lb • Signature not required","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trackingNumberText","value":{"type":"TextContent","props":{"text":{"$template":"${/delivery/trackingNumber} • ${/delivery/carrier}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statusBadgeWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["statusBadge","statusUpdated"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/statusUpdated","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${/delivery/currentLocation/time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Your package is on the way","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"Last scan: ${/delivery/currentLocation/facility} — ${/delivery/currentLocation/time}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/headerProgress","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["progressBar","progressLabels"]}}
+{"op":"add","path":"/elements/progressBar","value":{"type":"Progress","props":{"value":60,"label":"60% — In Transit (3 of 5 steps)"},"children":[]}}
+{"op":"add","path":"/elements/progressLabels","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["progressStart","progressEnd"]}}
+{"op":"add","path":"/elements/progressStart","value":{"type":"TextContent","props":{"text":"Shipped Aug 16","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressEnd","value":{"type":"TextContent","props":{"text":{"$template":"Est. delivery ${/delivery/eta/day}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"trackingNumber":"1Z 999 AA1 01 2345 6784","carrier":"UPS Ground","status":"In Transit — On Time","eta":{"date":"Thursday, August 21, 2026","day":"Thu, Aug 21","window":"by 9:00 PM local time","daysLeft":"2 days left"},"currentLocation":{"city":"Chicago, IL","facility":"Sorting Facility — Chicago Hub (ORD)","time":"Today at 2:14 PM CDT"}}}
+{"op":"add","path":"/elements/statusGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["currentLocationCard","etaCard"]}}
+{"op":"add","path":"/elements/currentLocationCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["currentHeader","currentCity","currentDetail","currentTime","currentTagRow"]}}
+{"op":"add","path":"/elements/currentHeader","value":{"type":"CardHeader","props":{"title":"📍 Where it is right now","subtitle":"Live package location"},"children":[]}}
+{"op":"add","path":"/elements/currentCity","value":{"type":"Heading","props":{"text":{"$state":"/delivery/currentLocation/city"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/currentDetail","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/currentLocation/facility"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/currentTime","value":{"type":"TextContent","props":{"text":{"$template":"Scanned: ${/delivery/currentLocation/time} • Departed facility"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/currentTagRow","value":{"type":"TagBlock","props":{"tags":["In Transit","On Schedule","Chicago Hub"]},"children":[]}}
+{"op":"add","path":"/elements/etaCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["etaHeader","etaDate","etaWindow","etaBadgeRow","etaNote"]}}
+{"op":"add","path":"/elements/etaHeader","value":{"type":"CardHeader","props":{"title":"📦 Estimated Delivery","subtitle":"Arrival window"},"children":[]}}
+{"op":"add","path":"/elements/etaDate","value":{"type":"Heading","props":{"text":{"$state":"/delivery/eta/date"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/etaWindow","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/eta/window"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/etaBadgeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["etaBadge","etaSub"]}}
+{"op":"add","path":"/elements/etaBadge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/eta/daysLeft"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/etaSub","value":{"type":"TextContent","props":{"text":"No delays reported","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/etaNote","value":{"type":"TextCallout","props":{"variant":"info","title":"On schedule","description":"You'll get a notification when it's out for delivery. Delivery window may update after next hub scan tonight."},"children":[]}}
+{"op":"add","path":"/elements/timelineCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["timelineHeader","deliverySteps","timelineSeparator","timelineFoot"]}}
+{"op":"add","path":"/elements/timelineHeader","value":{"type":"CardHeader","props":{"title":"Shipment Progress","subtitle":"Follow your package step by step"},"children":[]}}
+{"op":"add","path":"/elements/deliverySteps","value":{"type":"Steps","props":{},"children":["step1","step2","step3","step4","step5"]}}
+{"op":"add","path":"/elements/step1","value":{"type":"StepsItem","props":{"title":"Order Processed","details":"Aug 16, 9:32 AM — Label created, Indianapolis, IN"},"children":[]}}
+{"op":"add","path":"/elements/step2","value":{"type":"StepsItem","props":{"title":"Picked Up","details":"Aug 16, 4:15 PM — Picked up by carrier, Indianapolis, IN"},"children":[]}}
+{"op":"add","path":"/elements/step3","value":{"type":"StepsItem","props":{"title":"In Transit — Current","details":"Today, 2:14 PM CDT — Departed Sorting Facility, Chicago, IL. En route to Indianapolis Hub."},"children":[]}}
+{"op":"add","path":"/elements/step4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Expected Thu, Aug 21 — Courier will deliver to 1847 W 22nd St, Chicago, IL 60608"},"children":[]}}
+{"op":"add","path":"/elements/step5","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Estimated Thu, Aug 21 by 9:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/timelineSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/timelineFoot","value":{"type":"TextContent","props":{"text":"Carrier: UPS Ground • Service: Standard (3-5 days) • Last checkpoint verified 18 minutes ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/locationCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["locationHeader","locationImage","locationInfo"]}}
+{"op":"add","path":"/elements/locationHeader","value":{"type":"CardHeader","props":{"title":"Facility Scan Location","subtitle":"Chicago Hub — ORD Distribution Center"},"children":[]}}
+{"op":"add","path":"/elements/locationImage","value":{"type":"ImageBlock","props":{"src":"https://images.unsplash.com/photo-1586528116311-ad8dd3c8310d?w=900&q=80","alt":"Distribution center with packages on conveyor"},"children":[]}}
+{"op":"add","path":"/elements/locationInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["locationAddress","locationCallout"]}}
+{"op":"add","path":"/elements/locationAddress","value":{"type":"MarkDownRenderer","props":{"textMarkdown":"**Sorting Facility — Chicago Hub (ORD)**\n4500 W 47th St, Chicago, IL 60632\n\n*Scanned at 2:14 PM CDT* — Package sorted, loaded onto trailer #8417 heading to Indianapolis. Next scan expected tonight ~8:30 PM.","variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/locationCallout","value":{"type":"Callout","props":{"variant":"info","title":"In Transit","description":"Your package left Chicago and is moving to the next hub. Tracking updates every 4-6 hours while in transit."},"children":[]}}
+{"op":"add","path":"/elements/reportCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reportHeader","reportForm","reportButtons","successCallout","reportHelp"]}}
+{"op":"add","path":"/elements/reportHeader","value":{"type":"CardHeader","props":{"title":"Report a problem","subtitle":"Need help with this delivery? Tell us what went wrong."},"children":[]}}
+{"op":"add","path":"/elements/reportForm","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["reportTypeControl","reportDetailsControl","reportEmailControl"]}}
+{"op":"add","path":"/elements/reportTypeControl","value":{"type":"FormControl","props":{"label":"Issue type","hint":"Choose the category that best fits"},"children":["reportTypeSelect"]}}
+{"op":"add","path":"/elements/reportTypeSelect","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","value":{"$bindState":"/report/type"}},"children":["opt1","opt2","opt3","opt4","opt5","opt6"]}}
+{"op":"add","path":"/elements/opt1","value":{"type":"SelectItem","props":{"value":"not_arrived","label":"Package hasn't arrived / delayed"},"children":[]}}
+{"op":"add","path":"/elements/opt2","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package damaged or opened"},"children":[]}}
+{"op":"add","path":"/elements/opt3","value":{"type":"SelectItem","props":{"value":"missing","label":"Shows delivered but not received"},"children":[]}}
+{"op":"add","path":"/elements/opt4","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Wrong address / delivery location"},"children":[]}}
+{"op":"add","path":"/elements/opt5","value":{"type":"SelectItem","props":{"value":"wrong_item","label":"Wrong item received"},"children":[]}}
+{"op":"add","path":"/elements/opt6","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"},"children":[]}}
+{"op":"add","path":"/elements/reportDetailsControl","value":{"type":"FormControl","props":{"label":"Describe the issue","hint":"Include details like condition, photos, or delivery instructions"},"children":["reportDetailsArea"]}}
+{"op":"add","path":"/elements/reportDetailsArea","value":{"type":"TextArea","props":{"name":"details","placeholder":"e.g., Tracking shows delivered at 11am but nothing at door. Checked porch and mailbox...","rows":4,"value":{"$bindState":"/report/details"}},"children":[]}}
+{"op":"add","path":"/elements/reportEmailControl","value":{"type":"FormControl","props":{"label":"Contact email","hint":"We'll send your case number and updates here"},"children":["reportEmailInput"]}}
+{"op":"add","path":"/elements/reportEmailInput","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/report/email"}},"children":[]}}
+{"op":"add","path":"/elements/reportButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["reportSubmitBtn","reportClearBtn"]}}
+{"op":"add","path":"/elements/reportSubmitBtn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reportClearBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/report/type","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/successCallout","value":{"type":"Callout","props":{"variant":"success","title":"Report submitted — Case #DL-88421","description":"Thanks for letting us know. We've logged your issue and will email you at the address provided within 4 hours. You can reply to that email with photos if needed."},"visible":{"$state":"/report/submitted","eq":true},"children":[]}}
+{"op":"add","path":"/elements/reportHelp","value":{"type":"TextContent","props":{"text":"Prefer to call? Contact support at 1-800-742-5877 with tracking 1Z 999 AA1 01 2345 6784. Available 8am–8pm CT.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/report","value":{"type":"","details":"","email":"","submitted":false}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..12acd504d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","pollCard","voteStatus","resultsCard","footerNote"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"center"},"children":["headerTitle","headerSubtitle","headerBadgeRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Team Lunch Poll","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Friday team lunch — every vote counts!","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/headerBadgeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center","align":"center"},"children":["badgeDate","badgeTime","badgePeople"]}}
+{"op":"add","path":"/elements/badgeDate","value":{"type":"Badge","props":{"text":"Friday • Aug 22","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/badgeTime","value":{"type":"Badge","props":{"text":"12:30 PM","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/badgePeople","value":{"type":"Badge","props":{"text":"12 teammates","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/pollCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pollHeader","restaurantOptions"]}}
+{"op":"add","path":"/elements/pollHeader","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Choose one of the three spots below — you can change your vote until Thursday 5pm"},"children":[]}}
+{"op":"add","path":"/elements/restaurantOptions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurantCard"]}}
+{"op":"add","path":"/elements/restaurantCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["restHeaderRow","restCuisine","restDesc","restMetaRow","restVoteButton"]}}
+{"op":"add","path":"/elements/restHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["restName","restPrice"]}}
+{"op":"add","path":"/elements/restName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/restPrice","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/restCuisine","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["restTimeTag","restVotesText"]}}
+{"op":"add","path":"/elements/restTimeTag","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/restVotesText","value":{"type":"TextContent","props":{"text":{"$template":"${votes} votes • ${percent}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restVoteButton","value":{"type":"Button","props":{"label":{"$template":"Vote for ${name}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"sakura","name":"Sakura Sushi","cuisine":"Japanese • Sushi & Ramen","description":"Fresh nigiri, bento boxes, and great vegetarian options. Chef's special on Fridays.","price":"$$","time":"5 min walk","votes":8,"percent":32}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"piazza","name":"La Piazza","cuisine":"Italian • Wood-fired Pizza","description":"Neapolitan pizzas, big salads, and a sunny outdoor patio. Perfect for groups.","price":"$$","time":"8 min walk","votes":12,"percent":48}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"camino","name":"El Camino Cantina","cuisine":"Mexican • Tacos & Bowls","description":"Al pastor tacos, burrito bowls, and fresh margaritas. Quick service, big flavor.","price":"$","time":"3 min walk","votes":5,"percent":20}}
+{"op":"add","path":"/state/selectedId","value":null}
+{"op":"add","path":"/elements/voteStatus","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["votedCallout","notVotedCallout"]}}
+{"op":"add","path":"/elements/votedCallout","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":"Thanks for voting — your choice is saved. You can change it anytime before the deadline."},"visible":{"$state":"/selectedId","not":false},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..f57e6b751
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r2.txt
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index 000000000..85509108b
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..cd72af629
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-poll__r4.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..ce2161fdf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,69 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..278893a83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,45 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..13c8cd351
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,51 @@
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+{"op":"add","path":"/elements/detailRightStartValue","value":{"type":"TextContent","props":{"text":"9:00 AM – 5:30 PM PT • Calendar is open for 30-min intros","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/messageCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["messageHeader","messageIntro","messageFormArea","sentCallout"]}}
+{"op":"add","path":"/elements/messageHeader","value":{"type":"CardHeader","props":{"title":"Send a message","subtitle":"Direct message to Alex Rivera — replies go to your company inbox"},"children":[]}}
+{"op":"add","path":"/elements/messageIntro","value":{"type":"TextContent","props":{"text":"Keep it brief and include context. Alex typically replies within a few hours during work hours.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/messageFormArea","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["fieldSubject","fieldMessage","sendRow"]}}
+{"op":"add","path":"/elements/fieldSubject","value":{"type":"FormControl","props":{"label":"Subject","input":"inputSubject","hint":"e.g., Quick question about Design System tokens"},"children":[]}}
+{"op":"add","path":"/elements/inputSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"Subject","value":{"$bindState":"/messageDraft/subject"}},"children":[]}}
+{"op":"add","path":"/elements/fieldMessage","value":{"type":"FormControl","props":{"label":"Message","input":"inputMessage","hint":"Your message will be sent via company chat & email"},"children":[]}}
+{"op":"add","path":"/elements/inputMessage","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Alex, I’d love to connect about...","rows":4,"value":{"$bindState":"/messageDraft/body"}},"children":[]}}
+{"op":"add","path":"/elements/sendRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["sendHint","sendButton"]}}
+{"op":"add","path":"/elements/sendHint","value":{"type":"TextContent","props":{"text":"Press Send to deliver. You’ll get a copy in your inbox.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sendButton","value":{"type":"Button","props":{"label":"Send message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageDraft","value":{"subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/sentCallout","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your message to Alex Rivera has been delivered. You’ll be notified when they reply."},"visible":{"$state":"/messageSent","eq":true},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..3f233b0b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["profileHeader","contentGrid","successCallout"]}}
+{"op":"add","path":"/elements/profileHeader","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","wrap":true},"children":["avatarWrap","headerMain"]}}
+{"op":"add","path":"/elements/avatarWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"center"},"children":["avatar","avatarStatus"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":"ET","alt":"Elena Torres portrait","src":"https://i.pravatar.cc/200?img=32"},"children":[]}}
+{"op":"add","path":"/elements/avatarStatus","value":{"type":"Badge","props":{"text":"● Available","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/headerMain","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"start"},"children":["nameHeading","roleText","metaRow","quickActions"]}}
+{"op":"add","path":"/elements/nameHeading","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/roleText","value":{"type":"TextContent","props":{"text":{"$template":"${/person/role} · ${/person/department}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/metaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["badgeLocation","badgeDept","badgeTeam"]}}
+{"op":"add","path":"/elements/badgeLocation","value":{"type":"Tag","props":{"text":{"$state":"/person/location"},"variant":"neutral","icon":"📍","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/badgeDept","value":{"type":"Tag","props":{"text":{"$state":"/person/team"},"variant":"info","icon":"👥","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/badgeTeam","value":{"type":"Tag","props":{"text":{"$template":"${/person/tenure} at company"},"variant":"success","icon":"⭐","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/quickActions","value":{"type":"Buttons","props":{"buttons":["btnMessage","btnSchedule"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnMessage","value":{"type":"Button","props":{"label":"Send message","variant":"primary"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/focusMessage","value":true}}}}}
+{"op":"add","path":"/elements/btnSchedule","value":{"type":"Button","props":{"label":"View calendar","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Elena Torres","role":"Staff Machine Learning Engineer","location":"San Francisco, CA • Hybrid","department":"AI Platform","team":"ML Infrastructure","tenure":"8 years","email":"elena.torres@company.com","pronouns":"she/her","reportsTo":"David Park, VP Engineering","bio":"Elena leads model infrastructure for the AI Platform team, focusing on scalable training pipelines and responsible AI practices. With 8 years at the company, she's shipped systems powering search ranking, recommendations, and internal LLM tooling. Outside work, she mentors through Women in Tech and hosts the monthly Paper Reading Club — always happy to chat about distributed training or career growth."}}
+{"op":"add","path":"/state/focusMessage","value":false}
+{"op":"add","path":"/elements/contentGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["bioCard","messageCard"]}}
+{"op":"add","path":"/elements/bioCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bioHeader","bioText","skillsLabel","skillsTags","separator1","infoGrid"]}}
+{"op":"add","path":"/elements/bioHeader","value":{"type":"CardHeader","props":{"title":"About","subtitle":"Bio & expertise"},"children":[]}}
+{"op":"add","path":"/elements/bioText","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/skillsLabel","value":{"type":"TextContent","props":{"text":"Skills & focus areas","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/skillsTags","value":{"type":"TagBlock","props":{"tags":{"$state":"/skills"}},"children":[]}}
+{"op":"add","path":"/state/skills","value":[]}
+{"op":"add","path":"/state/skills/0","value":"Machine Learning"}
+{"op":"add","path":"/state/skills/1","value":"MLOps"}
+{"op":"add","path":"/state/skills/2","value":"Python"}
+{"op":"add","path":"/state/skills/3","value":"Distributed Systems"}
+{"op":"add","path":"/state/skills/4","value":"PyTorch"}
+{"op":"add","path":"/state/skills/5","value":"Responsible AI"}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/infoGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["infoCol1","infoCol2"]}}
+{"op":"add","path":"/elements/infoCol1","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["infoItemReports","infoItemLocation"]}}
+{"op":"add","path":"/elements/infoCol2","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["infoItemEmail","infoItemPronouns"]}}
+{"op":"add","path":"/elements/infoItemReports","value":{"type":"TextContent","props":{"text":{"$template":"**Reports to:** ${/person/reportsTo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/infoItemLocation","value":{"type":"TextContent","props":{"text":{"$template":"**Working hours:** 9am–5pm PT · ${/person/location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/infoItemEmail","value":{"type":"TextContent","props":{"text":{"$template":"**Email:** ${/person/email}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/infoItemPronouns","value":{"type":"TextContent","props":{"text":{"$template":"**Pronouns:** ${/person/pronouns}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/messageCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["messageHeader","messageIntro","formSubjectControl","formMessageControl","messageActions"]}}
+{"op":"add","path":"/elements/messageHeader","value":{"type":"CardHeader","props":{"title":"Send a message","subtitle":"Direct message to Elena Torres"},"children":[]}}
+{"op":"add","path":"/elements/messageIntro","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Response time","description":"Usually replies within a few hours during working hours. For urgent matters, use Slack @elena.torres."},"children":[]}}
+{"op":"add","path":"/elements/formSubjectControl","value":{"type":"FormControl","props":{"label":"Subject","input":"inputSubject","hint":"Optional — e.g., Question about Paper Reading Club"},"children":[]}}
+{"op":"add","path":"/elements/inputSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"How can Elena help?","value":{"$bindState":"/form/subject"}},"children":[]}}
+{"op":"add","path":"/elements/formMessageControl","value":{"type":"FormControl","props":{"label":"Message","input":"inputMessage","hint":"Your message will be sent via company chat and email"},"children":[]}}
+{"op":"add","path":"/elements/inputMessage","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Elena, I’d love to connect about...","rows":5,"value":{"$bindState":"/form/message"}},"children":[]}}
+{"op":"add","path":"/elements/messageActions","value":{"type":"Buttons","props":{"buttons":["btnSend","btnClear"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSend","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
+{"op":"add","path":"/elements/btnClear","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/form/message","value":""}}}}}
+{"op":"add","path":"/state/form","value":{"subject":"","message":""}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/successCallout","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your message to Elena Torres has been delivered. She’ll get back to you soon."},"children":[],"visible":{"$state":"/messageSent","eq":true}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..8a8cbac65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","revenueCard","comparisonCard","bottomRow","footerNote"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shopHeader","timeRow"]}}
+{"op":"add","path":"/elements/shopHeader","value":{"type":"CardHeader","props":{"title":"Morningside Goods — Mid-Morning Check-In","subtitle":"Wednesday, August 13 • 11:15 AM • Open since 8:00 AM (3h 15m)"},"children":[]}}
+{"op":"add","path":"/elements/timeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["liveTag","openStatusText"]}}
+{"op":"add","path":"/elements/liveTag","value":{"type":"Tag","props":{"text":"● LIVE  •  Updates every 15 min","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/openStatusText","value":{"type":"TextContent","props":{"text":"47 transactions so far • Avg. ticket $26.54","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenueLabel","revenueMain","revenueMetaRow","progressBlock","sep1","revenueInsight"]}}
+{"op":"add","path":"/elements/revenueLabel","value":{"type":"TextContent","props":{"text":"1 — REVENUE SO FAR TODAY","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenueMain","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between"},"children":["amountBlock","trendBadge"]}}
+{"op":"add","path":"/elements/amountBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amountHeading","amountSub"]}}
+{"op":"add","path":"/elements/amountHeading","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/todayRevenue","value":"1,247.50"}
+{"op":"add","path":"/elements/amountSub","value":{"type":"TextContent","props":{"text":"8:00 AM – 11:15 AM  •  Register + Online","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trendBadge","value":{"type":"Badge","props":{"text":{"$template":"+ $${/deltaAmount}  (+{/deltaPercent}%) vs yesterday"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/deltaAmount","value":"158.30"}
+{"op":"add","path":"/state/deltaPercent","value":"14.5"}
+{"op":"add","path":"/elements/revenueMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["txnBlock","avgBlock","paceBlock"]}}
+{"op":"add","path":"/elements/txnBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["txnLabel","txnValue"]}}
+{"op":"add","path":"/elements/txnLabel","value":{"type":"TextContent","props":{"text":"Transactions","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txnValue","value":{"type":"TextContent","props":{"text":{"$template":"{/transactionsToday} today"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/transactionsToday","value":47}
+{"op":"add","path":"/elements/avgBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["avgLabel","avgValue"]}}
+{"op":"add","path":"/elements/avgLabel","value":{"type":"TextContent","props":{"text":"Avg. ticket","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/avgValue","value":{"type":"TextContent","props":{"text":"$26.54","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/paceBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["paceLabel","paceValue"]}}
+{"op":"add","path":"/elements/paceLabel","value":{"type":"TextContent","props":{"text":"Pace to close","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/paceValue","value":{"type":"TextContent","props":{"text":"~$2,350 projected","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progressBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["progressHeader","progressBar"]}}
+{"op":"add","path":"/elements/progressHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["progressLabelLeft","progressLabelRight"]}}
+{"op":"add","path":"/elements/progressLabelLeft","value":{"type":"TextContent","props":{"text":"Progress vs. yesterday's full day ($2,012)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressLabelRight","value":{"type":"TextContent","props":{"text":"62%","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progressBar","value":{"type":"Progress","props":{"value":62,"label":"62% of yesterday's total"},"children":[]}}
+{"op":"add","path":"/elements/sep1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/revenueInsight","value":{"type":"Callout","props":{"variant":"success","title":"Ahead of pace","description":"You're $158.30 ahead at this point vs. yesterday. Strong 10 AM hour (+$55) drove the gain."},"children":[]}}
+{"op":"add","path":"/elements/comparisonCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comparisonHeader","deltaRow","chartBlock","legendRow"]}}
+{"op":"add","path":"/elements/comparisonHeader","value":{"type":"CardHeader","props":{"title":"2 — Compared to Same Time Yesterday","subtitle":"Identical window: 8:00 AM – 11:15 AM • Yesterday (Tue, Aug 12)"},"children":[]}}
+{"op":"add","path":"/elements/deltaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"stretch"},"children":["todayMini","yesterdayMini","deltaMini"]}}
+{"op":"add","path":"/elements/todayMini","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["todayMiniLabel","todayMiniValue","todayMiniSub"]}}
+{"op":"add","path":"/elements/todayMiniLabel","value":{"type":"TextContent","props":{"text":"TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayMiniValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/todayRevenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/todayMiniSub","value":{"type":"TextContent","props":{"text":{"$template":"{/transactionsToday} txns"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayMini","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["yesterdayMiniLabel","yesterdayMiniValue","yesterdayMiniSub"]}}
+{"op":"add","path":"/elements/yesterdayMiniLabel","value":{"type":"TextContent","props":{"text":"YESTERDAY SAME TIME","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayMiniValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/yesterdayRevenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"1,089.20"}
+{"op":"add","path":"/elements/yesterdayMiniSub","value":{"type":"TextContent","props":{"text":"41 txns • $2,012 full day"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaMini","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["deltaMiniLabel","deltaMiniValue","deltaMiniSub"]}}
+{"op":"add","path":"/elements/deltaMiniLabel","value":{"type":"TextContent","props":{"text":"DIFFERENCE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaMiniValue","value":{"type":"TextContent","props":{"text":{"$template":"+ $${/deltaAmount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deltaMiniSub","value":{"type":"Badge","props":{"text":{"$template":"+{/deltaPercent}% • +6 transactions"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/chartBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["chartTitle","barChart"]}}
+{"op":"add","path":"/elements/chartTitle","value":{"type":"TextContent","props":{"text":"Hourly breakdown — Today vs. Yesterday (same time window)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/barChart","value":{"type":"BarChart","props":{"labels":["8 AM","9 AM","10 AM","11 AM*"],"series":["seriesToday","seriesYesterday"],"variant":"grouped","xLabel":"Hour","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/seriesToday","value":{"type":"Series","props":{"category":"Today","values":[210,380,420,237.5]},"children":[]}}
+{"op":"add","path":"/elements/seriesYesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[185,310,365,229.2]},"children":[]}}
+{"op":"add","path":"/elements/legendRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center","align":"center"},"children":["legendToday","legendYesterday","legendNote"]}}
+{"op":"add","path":"/elements/legendToday","value":{"type":"Tag","props":{"text":"Today: $1,247.50","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendYesterday","value":{"type":"Tag","props":{"text":"Yesterday same time: $1,089.20","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendNote","value":{"type":"TextContent","props":{"text":"*11 AM is partial (to 11:15)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bottomRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["todayDetails","yesterdayDetails"]}}
+{"op":"add","path":"/elements/todayDetails","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["todayDetailsHeader","todayDetail1","todayDetail2","todayDetail3"]}}
+{"op":"add","path":"/elements/todayDetailsHeader","value":{"type":"CardHeader","props":{"title":"Today so far","subtitle":"47 transactions"},"children":[]}}
+{"op":"add","path":"/elements/todayDetail1","value":{"type":"TextContent","props":{"text":"• 10 AM peak: $420 (18 txns) — best hour","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayDetail2","value":{"type":"TextContent","props":{"text":"• 9 AM: $380 (15 txns) — coffee + pastry rush","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayDetail3","value":{"type":"TextContent","props":{"text":"• 8 AM: $210 (8 txns) — steady open","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayDetails","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["yesterdayDetailsHeader","yesterdayDetail1","yesterdayDetail2","yesterdayDetail3"]}}
+{"op":"add","path":"/elements/yesterdayDetailsHeader","value":{"type":"CardHeader","props":{"title":"Yesterday same window","subtitle":"41 transactions • Tue Aug 12"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayDetail1","value":{"type":"TextContent","props":{"text":"• 10 AM: $365 (14 txns)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayDetail2","value":{"type":"TextContent","props":{"text":"• 9 AM: $310 (13 txns)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayDetail3","value":{"type":"TextContent","props":{"text":"• Full day closed at $2,012","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Mid-morning snapshot at 11:15 AM. Comparison is apples-to-apples for the same 8:00–11:15 window. Data refreshes automatically.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..be7c5320f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","comparisonSection","hourlySection","insightCallout","footerNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Mara's Corner Store — Mid-Morning Check-In","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Tuesday • 11:15 AM • Doors opened 7:00 AM • 4h 15m trading so far","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["timeLabel","timeValue"]}}
+{"op":"add","path":"/elements/timeLabel","value":{"type":"TextContent","props":{"text":"LIVE • SAME-TIME WINDOW","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/timeValue","value":{"type":"Badge","props":{"text":"Today 7:00–11:15 AM vs Yesterday 7:00–11:15 AM","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/currentTime","value":"11:15 AM"}
+{"op":"add","path":"/state/shopName","value":"Mara's Corner Store"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["todayCard","yesterdayCard","deltaCard"]}}
+{"op":"add","path":"/elements/todayCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["todayLabel","todayValue","todayMeta","todayOrders"]}}
+{"op":"add","path":"/elements/todayLabel","value":{"type":"TextContent","props":{"text":"1 • REVENUE SO FAR TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/todayMeta","value":{"type":"TextContent","props":{"text":{"$template":"${/ordersToday} orders • Avg basket $${/avgBasketToday}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayOrders","value":{"type":"Progress","props":{"value":72,"label":"72% of daily target ($4,750)"},"children":[]}}
+{"op":"add","path":"/state/revenueToday","value":3428.5}
+{"op":"add","path":"/state/ordersToday","value":47}
+{"op":"add","path":"/state/avgBasketToday","value":72.94}
+{"op":"add","path":"/elements/yesterdayCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["yesterdayLabel","yesterdayValue","yesterdayMeta","yesterdayProgress"]}}
+{"op":"add","path":"/elements/yesterdayLabel","value":{"type":"TextContent","props":{"text":"2 • SAME TIME YESTERDAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueYesterdaySameTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayMeta","value":{"type":"TextContent","props":{"text":{"$template":"${/ordersYesterdaySameTime} orders • Avg basket $${/avgBasketYesterday}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayProgress","value":{"type":"TextContent","props":{"text":"Mon 7:00–11:15 AM • Full day Mon: $6,240","size":"small"},"children":[]}}
+{"op":"add","path":"/state/revenueYesterdaySameTime","value":2895}
+{"op":"add","path":"/state/ordersYesterdaySameTime","value":41}
+{"op":"add","path":"/state/avgBasketYesterday","value":70.61}
+{"op":"add","path":"/elements/deltaCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deltaHeader","deltaValue","deltaSub","deltaProgress"]}}
+{"op":"add","path":"/elements/deltaHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["deltaLabel","deltaBadge"]}}
+{"op":"add","path":"/elements/deltaLabel","value":{"type":"TextContent","props":{"text":"COMPARISON","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaBadge","value":{"type":"Badge","props":{"text":{"$template":"+${/revenueDeltaPercent}% vs yesterday"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/deltaValue","value":{"type":"TextContent","props":{"text":{"$template":"+ $${/revenueDelta} ahead"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deltaSub","value":{"type":"TextContent","props":{"text":{"$template":"+6 orders • +$${/avgBasketDelta} per basket"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaProgress","value":{"type":"Progress","props":{"value":18.4,"label":"+18.4% — on pace to beat yesterday"},"children":[]}}
+{"op":"add","path":"/state/revenueDelta","value":533.5}
+{"op":"add","path":"/state/revenueDeltaPercent","value":18.4}
+{"op":"add","path":"/state/avgBasketDelta","value":2.33}
+{"op":"add","path":"/elements/comparisonSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comparisonHeader","barChartCompare","comparisonGrid"]}}
+{"op":"add","path":"/elements/comparisonHeader","value":{"type":"CardHeader","props":{"title":"Today vs Yesterday — Same 4h 15m window","subtitle":"Apples-to-apples comparison, not full-day totals. Yesterday's full day was $6,240."},"children":[]}}
+{"op":"add","path":"/elements/barChartCompare","value":{"type":"BarChart","props":{"labels":["Today 7–11:15 AM","Yesterday 7–11:15 AM"],"series":["seriesRevenue"],"variant":"grouped","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/seriesRevenue","value":{"type":"Series","props":{"category":"Revenue","values":[3428.5,2895]},"children":[]}}
+{"op":"add","path":"/elements/comparisonGrid","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m"},"children":["compTodayBlock","compYesterdayBlock","compPaceBlock"]}}
+{"op":"add","path":"/elements/compTodayBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["compTodayTitle","compTodayAmount","compTodayNote"]}}
+{"op":"add","path":"/elements/compTodayTitle","value":{"type":"TextContent","props":{"text":"TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compTodayAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compTodayNote","value":{"type":"TextContent","props":{"text":"by 11:15 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compYesterdayBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["compYesterdayTitle","compYesterdayAmount","compYesterdayNote"]}}
+{"op":"add","path":"/elements/compYesterdayTitle","value":{"type":"TextContent","props":{"text":"YESTERDAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compYesterdayAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueYesterdaySameTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compYesterdayNote","value":{"type":"TextContent","props":{"text":"same time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compPaceBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["compPaceTitle","compPaceAmount","compPaceNote"]}}
+{"op":"add","path":"/elements/compPaceTitle","value":{"type":"TextContent","props":{"text":"PACE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compPaceAmount","value":{"type":"TextContent","props":{"text":{"$template":"+ $${/revenueDelta}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compPaceNote","value":{"type":"Badge","props":{"text":"Ahead","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/hourlySection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hourlyHeader","lineChartHourly","hourlyLegend"]}}
+{"op":"add","path":"/elements/hourlyHeader","value":{"type":"CardHeader","props":{"title":"How the morning built — hourly cumulative","subtitle":"You pulled ahead after 10 AM. 10–11 AM was your strongest hour today."},"children":[]}}
+{"op":"add","path":"/elements/lineChartHourly","value":{"type":"LineChart","props":{"labels":["8 AM","9 AM","10 AM","11:15 AM"],"series":["seriesToday","seriesYesterday"],"variant":"natural","xLabel":"Time","yLabel":"Cumulative Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/seriesToday","value":{"type":"Series","props":{"category":"Today","values":[620,1450,2680,3428.5]},"children":[]}}
+{"op":"add","path":"/elements/seriesYesterday","value":{"type":"Series","props":{"category":"Yesterday (same time)","values":[540,1280,2210,2895]},"children":[]}}
+{"op":"add","path":"/elements/hourlyLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"center"},"children":["legendToday","legendYesterday"]}}
+{"op":"add","path":"/elements/legendToday","value":{"type":"Tag","props":{"text":"● Today — $3,428","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/legendYesterday","value":{"type":"Tag","props":{"text":"○ Yesterday — $2,895","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/insightCallout","value":{"type":"Callout","props":{"variant":"success","title":"You're up 18.4% vs yesterday at this time","description":"+$533.50 with 6 extra orders. If this pace holds, you're tracking toward ~$7,100 today vs $6,240 yesterday. Keep the 10–11 AM momentum — that hour drove 60% of your lead."},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Window: 7:00 AM – 11:15 AM • Data refreshes every 15 min • Yesterday = Monday • All figures net of refunds","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..bdf8e2e57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","heroCard","comparisonRow","chartCard","insightAlert","footerNote"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["heading","subHeading"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Mid-Morning Check-in","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"Wednesday, Aug 13 • 10:47 AM • Open 3h 47m","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["liveBadge","timeCaption"]}}
+{"op":"add","path":"/elements/liveBadge","value":{"type":"Badge","props":{"text":"● LIVE — updates every 5 min","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/timeCaption","value":{"type":"TextContent","props":{"text":"As of 10:45 AM • Register #1 + Online","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/heroCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["heroHeader","heroMetrics","heroProgress","heroSeparator","heroTargetRow"]}}
+{"op":"add","path":"/elements/heroHeader","value":{"type":"CardHeader","props":{"title":"Revenue so far today","subtitle":"Since open (7:00 AM — 10:45 AM) — 1. Revenue today"},"children":[]}}
+{"op":"add","path":"/elements/heroMetrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"end","justify":"between"},"children":["revenueMain","revenueMeta"]}}
+{"op":"add","path":"/elements/revenueMain","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"start"},"children":["revenueValue","revenueSub"]}}
+{"op":"add","path":"/elements/revenueValue","value":{"type":"TextContent","props":{"text":{"$state":"/stats/todayRevenueFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenueSub","value":{"type":"TextContent","props":{"text":{"$state":"/stats/todayMeta"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenueMeta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["targetTag","targetCaption"]}}
+{"op":"add","path":"/elements/targetTag","value":{"type":"Tag","props":{"text":"68% of $5,000 daily target","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/targetCaption","value":{"type":"TextContent","props":{"text":"On pace to exceed target by ~$800","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/heroProgress","value":{"type":"Progress","props":{"value":68,"label":"Daily target progress"},"children":[]}}
+{"op":"add","path":"/elements/heroSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/heroTargetRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["heroTargetLeft","heroTargetRight"]}}
+{"op":"add","path":"/elements/heroTargetLeft","value":{"type":"TextContent","props":{"text":"$1,572.50 to target • ~$221/hr needed","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/heroTargetRight","value":{"type":"TextContent","props":{"text":"Peak hour: 9–10 AM ($1,120)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{}}
+{"op":"add","path":"/state/stats/todayRevenueFormatted","value":"$3,427.50"}
+{"op":"add","path":"/state/stats/todayMeta","value":"42 transactions • Avg $81.60 • +4 vs yesterday"}
+{"op":"add","path":"/elements/comparisonRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["yesterdayCard","deltaCard"]}}
+{"op":"add","path":"/elements/yesterdayCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["yesterdayHeader","yesterdayValue","yesterdayMeta","yesterdaySubMeta"]}}
+{"op":"add","path":"/elements/yesterdayHeader","value":{"type":"TextContent","props":{"text":"Same time yesterday","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayValue","value":{"type":"TextContent","props":{"text":{"$state":"/stats/yesterdayRevenueFormatted"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayMeta","value":{"type":"TextContent","props":{"text":{"$state":"/stats/yesterdayMeta"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdaySubMeta","value":{"type":"TextContent","props":{"text":"Tue Aug 12, 7:00–10:45 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deltaHeader","deltaValue","deltaBadgeRow","deltaDetail"]}}
+{"op":"add","path":"/elements/deltaHeader","value":{"type":"TextContent","props":{"text":"2. Compared with same time yesterday","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deltaValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/deltaFormatted} (${/stats/deltaPercentFormatted})"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deltaBadgeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["deltaBadge","deltaCaption"]}}
+{"op":"add","path":"/elements/deltaBadge","value":{"type":"Badge","props":{"text":"▲ +14.8% AHEAD","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/deltaCaption","value":{"type":"TextContent","props":{"text":{"$state":"/stats/deltaCaption"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deltaDetail","value":{"type":"TextContent","props":{"text":"If pace holds, you'll close ~$443 ahead of yesterday's full day trend.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats/yesterdayRevenueFormatted","value":"$2,984.20"}
+{"op":"add","path":"/state/stats/yesterdayMeta","value":"38 transactions • Avg $78.53"}
+{"op":"add","path":"/state/stats/deltaFormatted","value":"+$443.30"}
+{"op":"add","path":"/state/stats/deltaPercentFormatted","value":"+14.8%"}
+{"op":"add","path":"/state/stats/deltaCaption","value":"4 more transactions • $3.07 higher avg ticket"}
+{"op":"add","path":"/elements/chartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartHeader","barChart","chartFooter"]}}
+{"op":"add","path":"/elements/chartHeader","value":{"type":"CardHeader","props":{"title":"Hourly pace: Today vs Yesterday","subtitle":"Revenue by hour — same 7:00–10:45 AM window"},"children":[]}}
+{"op":"add","path":"/elements/barChart","value":{"type":"BarChart","props":{"labels":["7–8 AM","8–9 AM","9–10 AM","10–11 AM*"],"series":["seriesToday","seriesYesterday"],"variant":"grouped","xLabel":"Hour","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/seriesToday","value":{"type":"Series","props":{"category":"Today","values":[620,890,1120,797.5]},"children":[]}}
+{"op":"add","path":"/elements/seriesYesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[540,780,950,714.2]},"children":[]}}
+{"op":"add","path":"/elements/chartFooter","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["chartFooterLeft","chartFooterRight"]}}
+{"op":"add","path":"/elements/chartFooterLeft","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["legendToday","legendYesterday"]}}
+{"op":"add","path":"/elements/legendToday","value":{"type":"Tag","props":{"text":"● Today","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendYesterday","value":{"type":"Tag","props":{"text":"○ Yesterday","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/chartFooterRight","value":{"type":"TextContent","props":{"text":"*10–11 AM is partial (to 10:45)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightAlert","value":{"type":"Alert","props":{"title":"You're ahead of yesterday — strong morning","description":"+14.8% revenue with higher ticket average. 9–10 AM was your strongest hour (+$170 vs yesterday). Keep staffing at counter through lunch to hold momentum.","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Next auto-check: 12:30 PM • Full close report at 6:00 PM • Data: POS + Online store","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..46ea43880
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","heroCard","comparisonCard","chartCard","insightCallout","footerNote"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Good morning, Alex — Milo & Bean","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Tuesday, Aug 18 • 10:42 AM • Mid-morning check-in","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["liveBadge","openTag"]}}
+{"op":"add","path":"/elements/liveBadge","value":{"type":"Badge","props":{"text":"● Live","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/openTag","value":{"type":"Tag","props":{"text":"Open since 8:00 AM","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/heroCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["heroHeader","heroBody","heroProgressWrap"]}}
+{"op":"add","path":"/elements/heroHeader","value":{"type":"CardHeader","props":{"title":"Revenue so far today","subtitle":"8:00 AM — 10:42 AM  •  2h 42m of trading"},"children":[]}}
+{"op":"add","path":"/elements/heroBody","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["heroAmountCol","heroDeltaCard"]}}
+{"op":"add","path":"/elements/heroAmountCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["heroAmount","heroAmountHint"]}}
+{"op":"add","path":"/elements/heroAmount","value":{"type":"TextContent","props":{"text":{"$template":"${/today/revenueFormatted}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/heroAmountHint","value":{"type":"TextContent","props":{"text":{"$template":"${/today/orders} orders • ${/today/avgOrder} avg • ${/today/transactions} payments"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"revenueFormatted":"$2,847.50","orders":47,"avgOrder":"$60.58","transactions":47,"progress":43.8,"goalFormatted":"$6,500"}}
+{"op":"add","path":"/elements/heroDeltaCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center","justify":"center"},"children":["heroDeltaBadge","heroDeltaAmount","heroDeltaSub"]}}
+{"op":"add","path":"/elements/heroDeltaBadge","value":{"type":"Tag","props":{"text":"▲ +23.0% vs yesterday same time","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/heroDeltaAmount","value":{"type":"TextContent","props":{"text":{"$template":"+${/comparison/deltaFormatted} ahead"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/heroDeltaSub","value":{"type":"TextContent","props":{"text":{"$template":"Yesterday 8:00–10:42 AM: ${/yesterday/revenueFormatted}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/comparison","value":{"deltaFormatted":"$533.50","percent":23,"direction":"up"}}
+{"op":"add","path":"/state/yesterday","value":{"revenueFormatted":"$2,314.00","orders":39,"avgOrder":"$59.33"}}
+{"op":"add","path":"/elements/heroProgressWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["heroProgress","heroProgressLabels"]}}
+{"op":"add","path":"/elements/heroProgress","value":{"type":"Progress","props":{"value":43.8,"label":"Daily goal progress"},"children":[]}}
+{"op":"add","path":"/elements/heroProgressLabels","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["heroProgressLeft","heroProgressRight"]}}
+{"op":"add","path":"/elements/heroProgressLeft","value":{"type":"TextContent","props":{"text":{"$template":"${/today/progress}% of ${/today/goalFormatted} daily goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/heroProgressRight","value":{"type":"TextContent","props":{"text":"$3,652.50 to go","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comparisonCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comparisonHeader","comparisonGrid"]}}
+{"op":"add","path":"/elements/comparisonHeader","value":{"type":"CardHeader","props":{"title":"Same-time comparison","subtitle":"Today vs. yesterday • identical window (8:00 AM – 10:42 AM)"},"children":[]}}
+{"op":"add","path":"/elements/comparisonGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["todayStat","separatorV","yesterdayStat","changeStat"]}}
+{"op":"add","path":"/elements/todayStat","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["todayStatLabel","todayStatValue","todayStatOrders"]}}
+{"op":"add","path":"/elements/todayStatLabel","value":{"type":"TextContent","props":{"text":"TODAY — 10:42 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/todayStatValue","value":{"type":"TextContent","props":{"text":{"$state":"/today/revenueFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/todayStatOrders","value":{"type":"TextContent","props":{"text":{"$template":"${/today/orders} orders • ${/today/avgOrder} AOV"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separatorV","value":{"type":"Separator","props":{"orientation":"vertical"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayStat","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["yesterdayStatLabel","yesterdayStatValue","yesterdayStatOrders"]}}
+{"op":"add","path":"/elements/yesterdayStatLabel","value":{"type":"TextContent","props":{"text":"YESTERDAY — 10:42 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayStatValue","value":{"type":"TextContent","props":{"text":{"$state":"/yesterday/revenueFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterdayStatOrders","value":{"type":"TextContent","props":{"text":{"$template":"${/yesterday/orders} orders • ${/yesterday/avgOrder} AOV"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/changeStat","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["changeStatLabel","changeStatValue","changeStatDesc"]}}
+{"op":"add","path":"/elements/changeStatLabel","value":{"type":"TextContent","props":{"text":"CHANGE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/changeStatValue","value":{"type":"TextContent","props":{"text":{"$template":"+${/comparison/deltaFormatted}  •  +23.0%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/changeStatDesc","value":{"type":"Tag","props":{"text":"+8 orders • +$1.25 AOV","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/chartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartHeader","revenueLineChart","chartLegend"]}}
+{"op":"add","path":"/elements/chartHeader","value":{"type":"CardHeader","props":{"title":"Hourly pace — cumulative","subtitle":"How revenue built this morning vs yesterday"},"children":[]}}
+{"op":"add","path":"/elements/revenueLineChart","value":{"type":"LineChart","props":{"labels":["8:00 AM","9:00 AM","10:00 AM","10:42 AM"],"series":["seriesToday","seriesYesterday"],"variant":"natural","xLabel":"Time","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/seriesToday","value":{"type":"Series","props":{"category":"Today","values":[620,1800,2847.5]},"children":[]}}
+{"op":"add","path":"/elements/seriesYesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[540,1490,2314]},"children":[]}}
+{"op":"add","path":"/elements/chartLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center"},"children":["legendToday","legendYesterday"]}}
+{"op":"add","path":"/elements/legendToday","value":{"type":"Tag","props":{"text":"● Today — $2,847.50","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendYesterday","value":{"type":"Tag","props":{"text":"○ Yesterday — $2,314.00","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/insightCallout","value":{"type":"Callout","props":{"variant":"success","title":"Ahead of pace — strong morning","description":"You're $533.50 (+23%) ahead of yesterday at the same time. 9–10 AM was your peak hour ($1,180). If pace holds, you're tracking toward ~$6,900 today — above your $6,500 goal."},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Last updated 10:42 AM • Auto-refreshes every 5 minutes • All figures for in-store + online sales","size":"small"},"children":[]}}
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new file mode 100644
index 000000000..fdef7a28c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r1.txt
@@ -0,0 +1,38 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..6381ef7b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r2.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..6f2083f62
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r3.txt
@@ -0,0 +1,33 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..68fcce25e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-task__r4.txt
@@ -0,0 +1,25 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..fe1cd7ab6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","overviewGrid","uptimeCard","incidentCard","historyCard","footerText"]}}
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+{"op":"add","path":"/elements/subText","value":{"type":"TextContent","props":{"text":"Real-time availability and incident history for platform services","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["badgeOperational","lastUpdated"]}}
+{"op":"add","path":"/elements/badgeOperational","value":{"type":"Badge","props":{"text":"All Systems Operational","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/state/status","value":{"lastChecked":"2 minutes ago"}}
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+{"op":"add","path":"/elements/svcWebTag","value":{"type":"Tag","props":{"text":"Operational","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/svcWebUptimeSmall","value":{"type":"TextContent","props":{"text":"100% this month","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/svcWorkersHeader","value":{"type":"CardHeader","props":{"title":"Workers","subtitle":"jobs.platform.io"},"children":[]}}
+{"op":"add","path":"/elements/svcWorkersTag","value":{"type":"Tag","props":{"text":"Operational","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/svcWorkersUptimeSmall","value":{"type":"TextContent","props":{"text":"99.99% this month","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/uptimeHeroRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"end"},"children":["uptimePercentBlock","uptimeTrendTag"]}}
+{"op":"add","path":"/elements/uptimePercentBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["uptimePercentText","uptimePercentSub"]}}
+{"op":"add","path":"/elements/uptimePercentText","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/apiLabel"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimePercentSub","value":{"type":"TextContent","props":{"text":"of 31 days tracked · 43,200 minutes","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeTrendTag","value":{"type":"Tag","props":{"text":"+0.04% vs July (99.88%)","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{"api":99.92,"apiLabel":"99.92%","downtime":"34 min downtime","requests":"28.4M requests","incidents":"1 incident"}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":99.92,"label":"Current month uptime"},"children":[]}}
+{"op":"add","path":"/elements/uptimeMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metaDowntime","metaRequests","metaIncidents"]}}
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+{"op":"add","path":"/elements/metaRequestsLabel","value":{"type":"TextContent","props":{"text":"Requests served","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaRequestsValue","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/requests"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metaIncidents","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metaIncidentsLabel","metaIncidentsValue"]}}
+{"op":"add","path":"/elements/metaIncidentsLabel","value":{"type":"TextContent","props":{"text":"Incidents","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/uptimeChart","value":{"type":"BarChart","props":{"labels":["Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16"],"series":["seriesApi"],"variant":"grouped","yLabel":"Uptime %","xLabel":"Day"},"children":[]}}
+{"op":"add","path":"/elements/seriesApi","value":{"type":"Series","props":{"category":"API","values":[99.98,100,99.85,100,99.99,100,99.71]},"children":[]}}
+{"op":"add","path":"/elements/uptimeCaption","value":{"type":"TextContent","props":{"text":"Aug 16 dip corresponds to incident below. All other days above SLA.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidentHeader","incidentAlert","incidentTitle","incidentDesc","incidentTimeline","incidentFooter"]}}
+{"op":"add","path":"/elements/incidentHeader","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":{"$template":"Resolved on ${/incident/resolvedAt}"}},"children":[]}}
+{"op":"add","path":"/elements/incidentAlert","value":{"type":"Alert","props":{"title":"Resolved: Elevated API latency — US-East","description":"Incident #INC-2026-0816 is now fully resolved. Monitoring continues.","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$state":"/incident/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentDesc","value":{"type":"TextContent","props":{"text":{"$state":"/incident/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated p95 latency on API (US-East)","description":"Between 13:55–14:42 UTC on Aug 16, p95 latency for API requests in us-east-1 increased to ~850ms (normal ~120ms) due to a saturated database connection pool after a config rollout. We rolled back the change, scaled pools, and latency returned to baseline. No data loss. Error rate peaked at 0.8% and recovered with the rollback.","date":"Aug 16, 2026","resolvedAt":"Aug 16, 2026 at 14:42 UTC","duration":"47 minutes","status":"Resolved"}}
+{"op":"add","path":"/elements/incidentTimeline","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["tagResolved","tagDuration","tagDate"]}}
+{"op":"add","path":"/elements/tagResolved","value":{"type":"Tag","props":{"text":{"$template":"Resolved: ${/incident/resolvedAt}"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/tagDuration","value":{"type":"Tag","props":{"text":{"$template":"Duration: ${/incident/duration}"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/tagDate","value":{"type":"Tag","props":{"text":{"$template":"Started: ${/incident/date} 13:55 UTC"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentFooter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between","align":"center"},"children":["incidentFooterText","incidentLink"]}}
+{"op":"add","path":"/elements/incidentFooterText","value":{"type":"TextContent","props":{"text":"Postmortem published · Error budget burned: 12%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentLink","value":{"type":"Badge","props":{"text":"View details →","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/historyCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["historyHeader","historyList"]}}
+{"op":"add","path":"/elements/historyHeader","value":{"type":"Heading","props":{"text":"Recent history (last 7 days)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/historyList","value":{"type":"ListBlock","props":{"variant":"number","items":["historyItem1","historyItem2","historyItem3"]},"children":[]}}
+{"op":"add","path":"/elements/historyItem1","value":{"type":"ListItem","props":{"title":"Aug 16 — Degraded performance (47m)","subtitle":"Resolved at 14:42 UTC · API latency in US-East"},"children":[]}}
+{"op":"add","path":"/elements/historyItem2","value":{"type":"ListItem","props":{"title":"Aug 12 — No incidents","subtitle":"100% uptime · All systems operational"},"children":[]}}
+{"op":"add","path":"/elements/historyItem3","value":{"type":"ListItem","props":{"title":"Aug 10 — Maintenance window (8m)","subtitle":"Completed at 06:00 UTC · Planned DB upgrade, no impact"},"children":[]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Subscribe to updates · Status API · Incident history · © Platform Team — Uptime calculated from 1-min probes (30s interval)","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..05470aacd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","uptimeSection","incidentSection","historySection","footerNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Real-time health for API, Workers, and Edge • Platform Team","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["statusBadge","lastChecked"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":"● All Systems Operational","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/lastChecked","value":{"type":"TextContent","props":{"text":"Last checked: May 15, 2026 09:42 UTC • Auto-refresh 60s","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptimeHeader","uptimeGrid","apiProgress","uptimeStatsRow","uptimeFooter"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime this month","subtitle":"May 1 — May 15, 2026 • 99.9% SLO target"},"children":[]}}
+{"op":"add","path":"/elements/uptimeGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["apiUptimeCard","workersCard","edgeCard"]}}
+{"op":"add","path":"/elements/apiUptimeCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["apiCardLabel","apiCardValue","apiCardMeta","apiCardCaption"]}}
+{"op":"add","path":"/elements/apiCardLabel","value":{"type":"TextContent","props":{"text":"API — Primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apiCardValue","value":{"type":"TextContent","props":{"text":{"$state":"/apiUptimeDisplay"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/apiCardMeta","value":{"type":"TagBlock","props":{"tags":["SLO 99.9%","+0.04% vs April"]},"children":[]}}
+{"op":"add","path":"/elements/apiCardCaption","value":{"type":"TextContent","props":{"text":"Current month to date • 15 days measured","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workersCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["workersLabel","workersValue","workersSub"]}}
+{"op":"add","path":"/elements/workersLabel","value":{"type":"TextContent","props":{"text":"Workers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workersValue","value":{"type":"TextContent","props":{"text":"99.99%","size":"large"},"children":[]}}
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+{"op":"add","path":"/elements/edgeCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["edgeLabel","edgeValue","edgeSub"]}}
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+{"op":"add","path":"/elements/edgeValue","value":{"type":"TextContent","props":{"text":"100%","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/edgeSub","value":{"type":"TextContent","props":{"text":"15 days without error","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apiProgress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"API uptime progress toward 100%"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.92}
+{"op":"add","path":"/state/apiUptimeDisplay","value":"99.92%"}
+{"op":"add","path":"/elements/uptimeStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["statDowntime","statRequests","statLatency"]}}
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+{"op":"add","path":"/elements/statDowntimeLabel","value":{"type":"TextContent","props":{"text":"Downtime (May)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statDowntimeValue","value":{"type":"TextContent","props":{"text":"34m 12s","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statRequests","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["statRequestsLabel","statRequestsValue"]}}
+{"op":"add","path":"/elements/statRequestsLabel","value":{"type":"TextContent","props":{"text":"Requests served","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statRequestsValue","value":{"type":"TextContent","props":{"text":"42.8M","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statLatency","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["statLatencyLabel","statLatencyValue"]}}
+{"op":"add","path":"/elements/statLatencyLabel","value":{"type":"TextContent","props":{"text":"Avg p95 latency","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statLatencyValue","value":{"type":"TextContent","props":{"text":"182 ms","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeFooter","value":{"type":"TextContent","props":{"text":"Uptime calculated from synthetic checks every 30s across 3 regions. Maintenance windows excluded per SLO policy.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidentHeader","incidentCard"]}}
+{"op":"add","path":"/elements/incidentHeader","value":{"type":"CardHeader","props":{"title":"Most recent incident","subtitle":"Latest update from the platform team"},"children":[]}}
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+{"op":"add","path":"/elements/incidentTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentBadge","incidentDate"]}}
+{"op":"add","path":"/elements/incidentBadge","value":{"type":"Badge","props":{"text":{"$state":"/latestIncident/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incidentDate","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/latestIncident/resolvedAt} • ${/latestIncident/duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$state":"/latestIncident/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentNote","value":{"type":"TextContent","props":{"text":{"$state":"/latestIncident/note"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/incidentResolvedCallout","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Resolved — ${/latestIncident/resolvedAt}"},"description":"Service restored after scaling read replicas and restarting saturated workers. Monitoring confirmed recovery. Post-mortem scheduled for May 16."},"children":[]}}
+{"op":"add","path":"/state/latestIncident","value":{"title":"Elevated API Latency — US-EAST (API v2)","note":"Between 14:22 and 14:47 UTC, p95 latency for API requests increased to ~1.8s due to database connection pool saturation on the primary cluster. Impact was limited to read-heavy endpoints; writes and webhooks were unaffected. Mitigated by scaling read replicas from 3→6 and cycling saturated workers. No data loss.","resolvedAt":"May 14, 2026 at 14:47 UTC","duration":"25 min duration","status":"Resolved"}}
+{"op":"add","path":"/elements/incidentActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["incidentLink","incidentHistoryBtn"]}}
+{"op":"add","path":"/elements/incidentLink","value":{"type":"Button","props":{"label":"View incident timeline","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentHistoryBtn","value":{"type":"Button","props":{"label":"Status history","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/historySection","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["historyHeader","historyList"]}}
+{"op":"add","path":"/elements/historyHeader","value":{"type":"Heading","props":{"text":"Past 7 days","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/historyList","value":{"type":"ListBlock","props":{"variant":"number"},"children":["hist1","hist2","hist3"]}}
+{"op":"add","path":"/elements/hist1","value":{"type":"ListItem","props":{"title":"May 14 — Elevated API Latency (Resolved)","subtitle":"14:22–14:47 UTC • 25m • Post-mortem pending"},"children":[]}}
+{"op":"add","path":"/elements/hist2","value":{"type":"ListItem","props":{"title":"May 10 — No incidents","subtitle":"All systems operational"},"children":[]}}
+{"op":"add","path":"/elements/hist3","value":{"type":"ListItem","props":{"title":"May 08 — Scheduled maintenance (Completed)","subtitle":"02:00–02:18 UTC • API read-only window, no impact"},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["footerText","footerSub"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Subscribe to updates • status@platform.internal • Incident RSS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerSub","value":{"type":"TextContent","props":{"text":"Uptime % is month-to-date for the API. Incident note reflects the latest resolved event above.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..1554277d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","uptimeSection","incidentCard","timelineCard","footerText"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerTop","headerSeparator"]}}
+{"op":"add","path":"/elements/headerTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["headerTitleGroup","headerBadgeGroup"]}}
+{"op":"add","path":"/elements/headerTitleGroup","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingTitle","headingSubtitle"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headingSubtitle","value":{"type":"TextContent","props":{"text":"Real-time health for core platform services • May 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerBadgeGroup","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["badgeOperational","tagLive"]}}
+{"op":"add","path":"/elements/badgeOperational","value":{"type":"Badge","props":{"text":"● All Systems Operational","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/tagLive","value":{"type":"Tag","props":{"text":"LIVE","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/headerSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptimeHeader","uptimeGrid","uptimeCallout"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime — This Month","subtitle":"Reporting period: May 1 – May 18, 2026 (UTC) • 30-day rolling window"},"children":[]}}
+{"op":"add","path":"/elements/uptimeGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["apiCard","workersCard","webCard"]}}
+{"op":"add","path":"/elements/apiCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["apiCardHeader","apiUptimeValue","apiProgress","apiMeta","apiSubtext"]}}
+{"op":"add","path":"/elements/apiCardHeader","value":{"type":"CardHeader","props":{"title":"API","subtitle":"api.platform.internal — Primary"},"children":[]}}
+{"op":"add","path":"/elements/apiUptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/apiUptimeLabel} uptime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/apiProgress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly SLA target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/apiMeta","value":{"type":"TextContent","props":{"text":{"$template":"${/apiUptime} % • 43 min downtime this month (2 incidents)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apiSubtext","value":{"type":"TextContent","props":{"text":"432,891,204 requests • p95 latency 184ms","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/workersCardHeader","value":{"type":"CardHeader","props":{"title":"Workers","subtitle":"async jobs & queues"},"children":[]}}
+{"op":"add","path":"/elements/workersUptimeValue","value":{"type":"TextContent","props":{"text":"99.99% uptime","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/workersProgress","value":{"type":"Progress","props":{"value":99.99,"label":"No downtime this month"},"children":[]}}
+{"op":"add","path":"/elements/workersMeta","value":{"type":"TextContent","props":{"text":"12.4M jobs processed • 0 failed batches","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/webCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["webCardHeader","webUptimeValue","webProgress","webMeta"]}}
+{"op":"add","path":"/elements/webCardHeader","value":{"type":"CardHeader","props":{"title":"Web App","subtitle":"app.platform.internal"},"children":[]}}
+{"op":"add","path":"/elements/webUptimeValue","value":{"type":"TextContent","props":{"text":"100% uptime","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/webProgress","value":{"type":"Progress","props":{"value":100,"label":"Operational"},"children":[]}}
+{"op":"add","path":"/elements/webMeta","value":{"type":"TextContent","props":{"text":"Edge cached • 18 deploys this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeCallout","value":{"type":"Callout","props":{"variant":"success","title":"API is within SLA","description":"99.95% exceeds the 99.9% monthly SLA. Remaining error budget: 21 minutes."},"children":[]}}
+{"op":"add","path":"/elements/incidentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidentHeader","incidentAlert","incidentNote","incidentMetaRow"]}}
+{"op":"add","path":"/elements/incidentHeader","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":{"$template":"Resolved ${/incidentResolvedAt} • Incident #INC-2847"}},"children":[]}}
+{"op":"add","path":"/elements/incidentAlert","value":{"type":"Alert","props":{"title":{"$state":"/incidentTitle"},"description":{"$template":"Resolved on ${/incidentResolvedAt} — Duration: ${/incidentDuration} • Severity: SEV-2"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/incidentNote","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/incidentNote"},"variant":"sunk"},"children":[]}}
+{"op":"add","path":"/elements/incidentMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["incidentDurationText","incidentResolvedBadge"]}}
+{"op":"add","path":"/elements/incidentDurationText","value":{"type":"TextContent","props":{"text":{"$template":"Impact: Search API p95 latency 1.8s → 4.2s (47 min) • Affected ~18% of API traffic"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/timelineCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["timelineHeader","timelineSteps"]}}
+{"op":"add","path":"/elements/timelineHeader","value":{"type":"CardHeader","props":{"title":"Incident Timeline","subtitle":"INC-2847 • May 14, 2026"},"children":[]}}
+{"op":"add","path":"/elements/timelineSteps","value":{"type":"Steps","props":{},"children":["stepDetected","stepInvestigating","stepResolved"]}}
+{"op":"add","path":"/elements/stepDetected","value":{"type":"StepsItem","props":{"title":"15:55 UTC — Detected","details":"Alert fired: p95 latency >2s on /v2/search. On-call paged."},"children":[]}}
+{"op":"add","path":"/elements/stepInvestigating","value":{"type":"StepsItem","props":{"title":"16:12 UTC — Investigating","details":"Identified missing index on search_shards. Correlated with deploy api@2.14.3. Status page updated."},"children":[]}}
+{"op":"add","path":"/elements/stepResolved","value":{"type":"StepsItem","props":{"title":"16:42 UTC — Resolved","details":"Rollback complete. Latency and error rates normalized. Monitoring continued for 30 min."},"children":[]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Uptime is calculated from synthetic probes every 30s across 3 regions. Full history and postmortems at status.platform.internal/history","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..b469b19ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","overallStatusCard","uptimeCard","incidentCard","footerCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["headerTitle","headerSubtitle","headerBadgeRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Real-time availability and incident history for the platform team","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerBadgeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["headerBadgeTag","headerTimestamp"]}}
+{"op":"add","path":"/elements/headerBadgeTag","value":{"type":"Tag","props":{"text":"● All Systems Operational","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/headerTimestamp","value":{"type":"TextContent","props":{"text":"Last checked: Aug 18, 2026 — 14:32 UTC • Auto-refreshes every 60s","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overallStatusCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["overallStatusHeader","overallStatusInner"]}}
+{"op":"add","path":"/elements/overallStatusHeader","value":{"type":"CardHeader","props":{"title":"Current Status","subtitle":"All services monitored continuously"},"children":[]}}
+{"op":"add","path":"/elements/overallStatusInner","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["overallStatusTag","overallStatusText"]}}
+{"op":"add","path":"/elements/overallStatusTag","value":{"type":"Tag","props":{"text":"Operational","variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/overallStatusText","value":{"type":"TextContent","props":{"text":"No ongoing incidents. API, Auth, and Data pipeline are operating normally with nominal response times.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptimeHeader","uptimeMetricRow","uptimeProgress","uptimeDetailsGrid"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"API Uptime — This Month","subtitle":"August 2026 • Measured from 2026-08-01 00:00 UTC"},"children":[]}}
+{"op":"add","path":"/elements/uptimeMetricRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between"},"children":["uptimePercentage","uptimeTargetText"]}}
+{"op":"add","path":"/elements/uptimePercentage","value":{"type":"TextContent","props":{"text":{"$template":"${/apiUptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeTargetText","value":{"type":"TextContent","props":{"text":"SLA target: 99.9% — exceeding target by 0.07%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.97}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly API availability"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailsGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["uptimeDetailDowntime","uptimeDetailIncidents","uptimeDetailSla"]}}
+{"op":"add","path":"/elements/uptimeDetailDowntime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["uptimeDetailDowntimeLabel","uptimeDetailDowntimeValue"]}}
+{"op":"add","path":"/elements/uptimeDetailDowntimeLabel","value":{"type":"TextContent","props":{"text":"Downtime this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailDowntimeValue","value":{"type":"TextContent","props":{"text":"13 min","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailIncidents","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["uptimeDetailIncidentsLabel","uptimeDetailIncidentsValue"]}}
+{"op":"add","path":"/elements/uptimeDetailIncidentsLabel","value":{"type":"TextContent","props":{"text":"Incidents","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailIncidentsValue","value":{"type":"TextContent","props":{"text":"1 minor","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailSla","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["uptimeDetailSlaLabel","uptimeDetailSlaValue"]}}
+{"op":"add","path":"/elements/uptimeDetailSlaLabel","value":{"type":"TextContent","props":{"text":"SLA Status","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptimeDetailSlaValue","value":{"type":"Tag","props":{"text":"Within SLA","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidentHeader","incidentContent"]}}
+{"op":"add","path":"/elements/incidentHeader","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":"Latest update from the platform team"},"children":[]}}
+{"op":"add","path":"/elements/incidentContent","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["incidentTitle","incidentMetaRow","incidentNote","incidentResolvedAlert","incidentRootCause"]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$state":"/incident/title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["incidentSeverityTag","incidentResolvedAtText"]}}
+{"op":"add","path":"/elements/incidentSeverityTag","value":{"type":"Tag","props":{"text":{"$state":"/incident/severity"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentResolvedAtText","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/incident/resolvedAt} • Duration: ${/incident/duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentNote","value":{"type":"TextContent","props":{"text":{"$state":"/incident/note"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/incidentResolvedAlert","value":{"type":"Alert","props":{"title":"Resolved","description":{"$template":"Incident resolved on ${/incident/resolvedAt}. Service fully restored, error rates returned to baseline, and monitoring confirmed stable for 30 minutes post-fix."},"variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/incidentRootCause","value":{"type":"TextContent","props":{"text":{"$template":"Root cause: ${/incident/rootCause}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency in us-east-1","severity":"Minor incident","note":"On Aug 14, p95 latency on the public API spiked to ~850ms (normally ~120ms) due to database connection pool saturation during a rolling deployment. Autoscaling was triggered, pool limits were increased, and traffic was rebalanced across AZs. No data loss occurred.","resolvedAt":"Aug 14, 2026 at 16:42 UTC","duration":"47 minutes","rootCause":"DB connection pool exhaustion during deployment rollout — mitigated with higher pool limits and staggered deploys"}}
+{"op":"add","path":"/elements/footerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["footerText"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Uptime calculated via synthetic checks every 30s from 5 regions • Incident history available for the last 90 days • Subscribe to updates via status.platform.internal","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..4b8656dab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","currentCard","forecastSection","sunCard","footerText"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["header"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Morning Weather Brief","subtitle":"Bengaluru • Wednesday, 13 Aug 2026 • 7:30 AM IST"},"children":[]}}
+{"op":"add","path":"/elements/currentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["currentTop","statsRow","separator1","currentNote"]}}
+{"op":"add","path":"/elements/currentTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["tempBlock","conditionBlock"]}}
+{"op":"add","path":"/elements/tempBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"start"},"children":["tempHeading","feelsText","highLowText"]}}
+{"op":"add","path":"/elements/tempHeading","value":{"type":"Heading","props":{"text":{"$template":"${/current/temp} — ${/current/condition}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/feelsText","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/current/feelsLike} • ${/current/condition} • ${/current/description}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/highLowText","value":{"type":"TextContent","props":{"text":{"$template":"H ${/current/high}  •  L ${/current/low}  •  Humidity ${/current/humidity}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conditionBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["conditionBadge","conditionIconText","windText"]}}
+{"op":"add","path":"/elements/conditionBadge","value":{"type":"Badge","props":{"text":{"$state":"/current/aqiLabel"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/conditionIconText","value":{"type":"TextContent","props":{"text":{"$template":"⛅ ${/current/condition}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/windText","value":{"type":"TextContent","props":{"text":{"$template":"Wind ${/current/wind} • Pressure ${/current/pressure}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["statHumidity","statWind","statPressure","statUv"]}}
+{"op":"add","path":"/elements/statHumidity","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["statHumidityLabel","statHumidityValue"]}}
+{"op":"add","path":"/elements/statHumidityLabel","value":{"type":"TextContent","props":{"text":"HUMIDITY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statHumidityValue","value":{"type":"TextContent","props":{"text":{"$state":"/current/humidity"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statWind","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["statWindLabel","statWindValue"]}}
+{"op":"add","path":"/elements/statWindLabel","value":{"type":"TextContent","props":{"text":"WIND","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statWindValue","value":{"type":"TextContent","props":{"text":{"$state":"/current/wind"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statPressure","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["statPressureLabel","statPressureValue"]}}
+{"op":"add","path":"/elements/statPressureLabel","value":{"type":"TextContent","props":{"text":"PRESSURE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statPressureValue","value":{"type":"TextContent","props":{"text":{"$state":"/current/pressure"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statUv","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["statUvLabel","statUvValue"]}}
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+{"op":"add","path":"/elements/statUvValue","value":{"type":"TextContent","props":{"text":{"$state":"/current/uv"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
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+{"op":"add","path":"/elements/forecastHeader","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecastList","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecastItem"]}}
+{"op":"add","path":"/elements/forecastItem","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["fDay","fIcon","fCondition","fTemps","fRain"]}}
+{"op":"add","path":"/elements/fDay","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/fIcon","value":{"type":"TextContent","props":{"text":{"$item":"icon"},"size":"large"},"children":[]}}
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+{"op":"add","path":"/elements/fTemps","value":{"type":"TextContent","props":{"text":{"$template":"${high} / ${low}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/fRain","value":{"type":"Badge","props":{"text":{"$template":"☂ ${rain}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"d1","day":"Thu, 14 Aug","icon":"⛅","condition":"Partly Cloudy","high":"28°","low":"20°","rain":"20"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"d2","day":"Fri, 15 Aug","icon":"🌧️","condition":"Light Showers","high":"26°","low":"20°","rain":"65"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"d3","day":"Sat, 16 Aug","icon":"☁️","condition":"Cloudy","high":"27°","low":"19°","rain":"30"}}
+{"op":"add","path":"/elements/sunCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sunHeader","sunRow","sunProgress","sunFooter"]}}
+{"op":"add","path":"/elements/sunHeader","value":{"type":"CardHeader","props":{"title":"Sunrise & Sunset","subtitle":"Bengaluru • Day length 12h 38m"},"children":[]}}
+{"op":"add","path":"/elements/sunRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["sunriseBlock","sepVert","sunsetBlock"]}}
+{"op":"add","path":"/elements/sunriseBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["sunriseLabel","sunriseTime","sunriseSub"]}}
+{"op":"add","path":"/elements/sunriseLabel","value":{"type":"TextContent","props":{"text":"SUNRISE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunriseTime","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunrise"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunriseSub","value":{"type":"TextContent","props":{"text":{"$template":"First light ${/sun/firstLight}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sepVert","value":{"type":"Separator","props":{"orientation":"vertical"},"children":[]}}
+{"op":"add","path":"/elements/sunsetBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none","align":"center"},"children":["sunsetLabel","sunsetTime","sunsetSub"]}}
+{"op":"add","path":"/elements/sunsetLabel","value":{"type":"TextContent","props":{"text":"SUNSET","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunsetTime","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunset"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sunsetSub","value":{"type":"TextContent","props":{"text":{"$template":"Last light ${/sun/lastLight}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunProgress","value":{"type":"Progress","props":{"value":11,"label":"11% of daylight elapsed at 7:30 AM • Golden hour 05:45–06:30 AM & 06:00–06:42 PM"},"children":[]}}
+{"op":"add","path":"/elements/sunFooter","value":{"type":"TextContent","props":{"text":"Moon: Waxing Gibbous 78% • Next sunrise in 22h 34m. Tip: Best light for photos is 6–6:30 PM.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"06:04 AM","sunset":"06:42 PM","firstLight":"05:42 AM","lastLight":"07:04 PM","dayLength":"12h 38m"}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Updated just now • Source: IMD Bengaluru • Next brief at 7:30 PM IST","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..dbf8166e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","currentCard","forecastSection","sunCard","footerNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Morning Brief","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/location} • ${/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["headerBadge","headerDate"]}}
+{"op":"add","path":"/elements/headerBadge","value":{"type":"Badge","props":{"text":"LIVE • 7:15 AM IST","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/headerDate","value":{"type":"TextContent","props":{"text":"Updated just now","size":"small"},"children":[]}}
+{"op":"add","path":"/state/location","value":"Bengaluru"}
+{"op":"add","path":"/state/date","value":"Tuesday, 19 August 2026"}
+{"op":"add","path":"/elements/currentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["currentCardHeader","currentMainRow","divider1","statsRow"]}}
+{"op":"add","path":"/elements/currentCardHeader","value":{"type":"CardHeader","props":{"title":"Currently in Bengaluru","subtitle":"Koramangala • Light haze, gentle breeze"},"children":[]}}
+{"op":"add","path":"/elements/currentMainRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m"},"children":["tempStack","conditionStack"]}}
+{"op":"add","path":"/elements/tempStack","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"start"},"children":["tempValue","tempFeels","tempRange"]}}
+{"op":"add","path":"/elements/tempValue","value":{"type":"Heading","props":{"text":{"$template":"${/current/temp}°C"},"level":"h1"},"children":[]}}
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index 000000000..48a39acd5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r3.txt
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index 000000000..f4d81765a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b1-weather__r4.txt
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+{"op":"add","path":"/elements/daylightValue","value":{"type":"Heading","props":{"text":{"$state":"/sun/daylight"},"level":"h3"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..6915aaf45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,190 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/state/newExpenseDesc","value":""}
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+{"op":"add","path":"/state/newExpenseCategory","value":""}
+{"op":"add","path":"/state/newExpenseDate","value":""}
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+{"op":"add","path":"/elements/addExpenseHint","value":{"type":"TextContent","props":{"text":"Tip: Switch the month selector above to see other months. New expenses are added to November in this demo and will appear in the list below.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transactionsNov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/selectedMonth","eq":"November 2025"},"children":["transactionsNovHeader","transactionsNovList"]}}
+{"op":"add","path":"/elements/transactionsNovHeader","value":{"type":"CardHeader","props":{"title":"Recent transactions","subtitle":"November 2025 • Largest is highlighted at top"},"children":[]}}
+{"op":"add","path":"/elements/transactionsNovList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenses","key":"id"},"children":["transactionItemNov"]}}
+{"op":"add","path":"/elements/transactionItemNov","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["transactionItemNovLeft","transactionItemNovRight"]}}
+{"op":"add","path":"/elements/transactionItemNovLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transactionItemNovTitle","transactionItemNovMeta"]}}
+{"op":"add","path":"/elements/transactionItemNovTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemNovMeta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${category} • ${merchant}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemNovRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["transactionItemNovAmount","transactionItemNovBadge"]}}
+{"op":"add","path":"/elements/transactionItemNovAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemNovBadge","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","title":"Rent Payment","amount":"1200","category":"Housing","date":"Nov 3","merchant":"Parkview Apartments"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","title":"Whole Foods Market","amount":"187","category":"Food","date":"Nov 8","merchant":"Whole Foods"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","title":"Winter Jacket","amount":"249","category":"Shopping","date":"Nov 12","merchant":"Uniqlo"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","title":"Metro Pass","amount":"127","category":"Transport","date":"Nov 1","merchant":"MTA"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","title":"Concert Tickets","amount":"180","category":"Entertainment","date":"Nov 15","merchant":"Ticketmaster"}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","title":"Electric & Gas","amount":"142","category":"Utilities","date":"Nov 10","merchant":"ConEd"}}
+{"op":"add","path":"/state/expenses/6","value":{"id":"e7","title":"Gas & Rideshare","amount":"193","category":"Transport","date":"Nov 18","merchant":"Uber / Shell"}}
+{"op":"add","path":"/state/expenses/7","value":{"id":"e8","title":"Trader Joe's","amount":"98","category":"Food","date":"Nov 19","merchant":"Trader Joe's"}}
+{"op":"add","path":"/elements/transactionsOct","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/selectedMonth","eq":"October 2025"},"children":["transactionsOctHeader","transactionsOctList"]}}
+{"op":"add","path":"/elements/transactionsOctHeader","value":{"type":"CardHeader","props":{"title":"Recent transactions","subtitle":"October 2025"},"children":[]}}
+{"op":"add","path":"/elements/transactionsOctList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expensesOct","key":"id"},"children":["transactionItemOct"]}}
+{"op":"add","path":"/elements/transactionItemOct","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["transactionItemOctLeft","transactionItemOctRight"]}}
+{"op":"add","path":"/elements/transactionItemOctLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transactionItemOctTitle","transactionItemOctMeta"]}}
+{"op":"add","path":"/elements/transactionItemOctTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemOctMeta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${category} • ${merchant}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemOctRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["transactionItemOctAmount","transactionItemOctBadge"]}}
+{"op":"add","path":"/elements/transactionItemOctAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemOctBadge","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/expensesOct","value":[]}
+{"op":"add","path":"/state/expensesOct/0","value":{"id":"o1","title":"Rent Payment","amount":"1180","category":"Housing","date":"Oct 3","merchant":"Parkview Apartments"}}
+{"op":"add","path":"/state/expensesOct/1","value":{"id":"o2","title":"Costco Run","amount":"210","category":"Food","date":"Oct 9","merchant":"Costco"}}
+{"op":"add","path":"/state/expensesOct/2","value":{"id":"o3","title":"Car Insurance","amount":"195","category":"Utilities","date":"Oct 12","merchant":"Geico"}}
+{"op":"add","path":"/state/expensesOct/3","value":{"id":"o4","title":"Metro Pass","amount":"127","category":"Transport","date":"Oct 1","merchant":"MTA"}}
+{"op":"add","path":"/elements/transactionsDec","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/selectedMonth","eq":"December 2025"},"children":["transactionsDecHeader","transactionsDecList"]}}
+{"op":"add","path":"/elements/transactionsDecHeader","value":{"type":"CardHeader","props":{"title":"Recent transactions","subtitle":"December 2025 • 5 transactions"},"children":[]}}
+{"op":"add","path":"/elements/transactionsDecList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expensesDec","key":"id"},"children":["transactionItemDec"]}}
+{"op":"add","path":"/elements/transactionItemDec","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["transactionItemDecLeft","transactionItemDecRight"]}}
+{"op":"add","path":"/elements/transactionItemDecLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transactionItemDecTitle","transactionItemDecMeta"]}}
+{"op":"add","path":"/elements/transactionItemDecTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemDecMeta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${category} • ${merchant}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemDecRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["transactionItemDecAmount","transactionItemDecBadge"]}}
+{"op":"add","path":"/elements/transactionItemDecAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactionItemDecBadge","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/expensesDec","value":[]}
+{"op":"add","path":"/state/expensesDec/0","value":{"id":"d1","title":"Rent (partial)","amount":"400","category":"Housing","date":"Dec 3","merchant":"Parkview Apartments"}}
+{"op":"add","path":"/state/expensesDec/1","value":{"id":"d2","title":"Grocery — Whole Foods","amount":"112","category":"Food","date":"Dec 2","merchant":"Whole Foods"}}
+{"op":"add","path":"/state/expensesDec/2","value":{"id":"d3","title":"Holiday Gifts","amount":"165","category":"Shopping","date":"Dec 4","merchant":"Amazon"}}
+{"op":"add","path":"/state/expensesDec/3","value":{"id":"d4","title":"Rideshare","amount":"68","category":"Transport","date":"Dec 5","merchant":"Uber"}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..eecf5169d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBlock","monthControlCard","summaryCard","splitCard","largestCard","expensesCard","addExpenseCard"]}}
+{"op":"add","path":"/elements/headerBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Personal Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"August 2026 overview • Track spend, spot the biggest hit, and stay on budget","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/monthControlCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["monthControlHeader","monthSelectControl","monthInfoText"]}}
+{"op":"add","path":"/elements/monthControlHeader","value":{"type":"CardHeader","props":{"title":"Month","subtitle":"Switch to review any month"},"children":[]}}
+{"op":"add","path":"/elements/monthSelectControl","value":{"type":"FormControl","props":{"label":"Select month","input":"monthSelect","hint":"Budget is $3,200 every month"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"selectedMonth","value":{"$bindState":"/selectedMonth"},"placeholder":"Choose month","items":["monthOptAug","monthOptJul","monthOptJun","monthOptMay"]},"children":[]}}
+{"op":"add","path":"/elements/monthOptAug","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptJul","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptJun","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptMay","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthInfoText","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedMonth} • Budget period 1–31"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-08"}
+{"op":"add","path":"/elements/summaryCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summaryHeader","summaryProgress","summaryStatsRow","summaryBudgetText"]}}
+{"op":"add","path":"/elements/summaryHeader","value":{"type":"CardHeader","props":{"title":"Total spent this month","subtitle":"Against $3,200 monthly budget"},"children":[]}}
+{"op":"add","path":"/elements/summaryProgress","value":{"type":"Progress","props":{"value":{"$state":"/spentPercent"},"label":{"$template":"${/spentPercent}% of budget used"}},"children":[]}}
+{"op":"add","path":"/elements/summaryStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["summarySpentText","summaryRemainingText"]}}
+{"op":"add","path":"/elements/summarySpentText","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["spentLabel","spentValue"]}}
+{"op":"add","path":"/elements/spentLabel","value":{"type":"TextContent","props":{"text":"SPENT","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/spentValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/spent}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summaryRemainingText","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["remainingLabel","remainingValue"]}}
+{"op":"add","path":"/elements/remainingLabel","value":{"type":"TextContent","props":{"text":"REMAINING","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/remainingValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/remaining} left"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summaryBudgetText","value":{"type":"TextContent","props":{"text":{"$template":"$${/spent} spent of $${/budget} budget • ${/spentPercent}% used • ${/remainingPercent}% remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/budget","value":3200}
+{"op":"add","path":"/state/spent","value":2475}
+{"op":"add","path":"/state/remaining","value":725}
+{"op":"add","path":"/state/spentPercent","value":77}
+{"op":"add","path":"/state/remainingPercent","value":23}
+{"op":"add","path":"/elements/splitCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["splitHeader","splitLayout"]}}
+{"op":"add","path":"/elements/splitHeader","value":{"type":"CardHeader","props":{"title":"Spending split by category","subtitle":"Where your money went this month"},"children":[]}}
+{"op":"add","path":"/elements/splitLayout","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["categoryPie","categoryTable"]}}
+{"op":"add","path":"/elements/categoryPie","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/categoryTable","value":{"type":"Table","props":{"columns":["categoryColName","categoryColAmount","categoryColPercent"]},"children":[]}}
+{"op":"add","path":"/elements/categoryColName","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/categoryLabels"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/categoryColAmount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/categoryValues"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/categoryColPercent","value":{"type":"Col","props":{"label":"Share","data":{"$state":"/categoryPercents"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Groceries","Transport","Dining Out","Utilities"]}
+{"op":"add","path":"/state/categoryValues","value":[1200,480,310,285,200]}
+{"op":"add","path":"/state/categoryPercents","value":["48.5%","19.4%","12.5%","11.5%","8.1%"]}
+{"op":"add","path":"/elements/largestCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largestHeader","largestCallout","largestDetailCard"]}}
+{"op":"add","path":"/elements/largestHeader","value":{"type":"CardHeader","props":{"title":"Largest expense","subtitle":"Single biggest transaction highlighted"},"children":[]}}
+{"op":"add","path":"/elements/largestCallout","value":{"type":"Callout","props":{"variant":"warning","title":"⚠️ Largest hit: Rent — Maple Apartments","description":"$1,200 on Aug 1 • 48.5% of total spend • Housing category"},"children":[]}}
+{"op":"add","path":"/elements/largestDetailCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largestMerchantText","largestAmountText","largestMetaText"]}}
+{"op":"add","path":"/elements/largestMerchantText","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense.merchant}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largestAmountText","value":{"type":"TextContent","props":{"text":{"$template":"$${/largestExpense.amount} • ${/largestExpense.category}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/largestMetaText","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense.date} • ${/largestExpense.note}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Rent — Maple Apartments","category":"Housing","amount":1200,"date":"2026-08-01","note":"Auto-pay. This single expense is nearly half your monthly spend."}}
+{"op":"add","path":"/elements/expensesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expensesHeader","expensesTable"]}}
+{"op":"add","path":"/elements/expensesHeader","value":{"type":"CardHeader","props":{"title":"Recent expenses","subtitle":"August transactions — largest is highlighted at top"},"children":[]}}
+{"op":"add","path":"/elements/expensesTable","value":{"type":"Table","props":{"columns":["expColDate","expColMerchant","expColCategory","expColAmount"]},"children":[]}}
+{"op":"add","path":"/elements/expColDate","value":{"type":"Col","props":{"label":"Date","data":["2026-08-01","2026-08-03","2026-08-07","2026-08-11","2026-08-14","2026-08-18"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/expColMerchant","value":{"type":"Col","props":{"label":"Merchant","data":["Rent — Maple Apartments","Whole Foods","Shell Gas","Sakana Sushi","Con Edison","Target"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/expColCategory","value":{"type":"Col","props":{"label":"Category","data":["Housing","Groceries","Transport","Dining Out","Utilities","Groceries"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/expColAmount","value":{"type":"Col","props":{"label":"Amount","data":[1200,210,85,68,200,142],"type":"number"},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","date":"2026-08-01","merchant":"Rent — Maple Apartments","category":"Housing","amount":1200}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","date":"2026-08-03","merchant":"Whole Foods","category":"Groceries","amount":210}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","date":"2026-08-07","merchant":"Shell Gas","category":"Transport","amount":85}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","date":"2026-08-11","merchant":"Sakana Sushi","category":"Dining Out","amount":68}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","date":"2026-08-14","merchant":"Con Edison","category":"Utilities","amount":200}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","date":"2026-08-18","merchant":"Target","category":"Groceries","amount":142}}
+{"op":"add","path":"/elements/addExpenseCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["addHeader","addForm"]}}
+{"op":"add","path":"/elements/addHeader","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":"Add to August — updates total and category split"},"children":[]}}
+{"op":"add","path":"/elements/addForm","value":{"type":"Form","props":{"name":"addExpense","fields":["addAmountControl","addCategoryControl","addMerchantControl","addDateControl"],"buttons":"addButtons"},"children":[]}}
+{"op":"add","path":"/elements/addAmountControl","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"addAmountInput","hint":"e.g. 45.50"},"children":[]}}
+{"op":"add","path":"/elements/addAmountInput","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpenseAmount"}},"children":[]}}
+{"op":"add","path":"/elements/addCategoryControl","value":{"type":"FormControl","props":{"label":"Category","input":"addCategorySelect"},"children":[]}}
+{"op":"add","path":"/elements/addCategorySelect","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newExpenseCategory"},"placeholder":"Select category","items":["catOptHousing","catOptGroceries","catOptTransport","catOptDining","catOptUtilities","catOptOther"]},"children":[]}}
+{"op":"add","path":"/elements/catOptHousing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/catOptGroceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/catOptTransport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/catOptDining","value":{"type":"SelectItem","props":{"value":"Dining Out","label":"Dining Out"},"children":[]}}
+{"op":"add","path":"/elements/catOptUtilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/catOptOther","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/addMerchantControl","value":{"type":"FormControl","props":{"label":"Merchant / description","input":"addMerchantInput"},"children":[]}}
+{"op":"add","path":"/elements/addMerchantInput","value":{"type":"Input","props":{"name":"merchant","placeholder":"e.g. Trader Joe's","type":"text","value":{"$bindState":"/newExpenseMerchant"}},"children":[]}}
+{"op":"add","path":"/elements/addDateControl","value":{"type":"FormControl","props":{"label":"Date","input":"addDatePicker"},"children":[]}}
+{"op":"add","path":"/elements/addDatePicker","value":{"type":"DatePicker","props":{"name":"date","mode":"single","value":{"$bindState":"/newExpenseDate"}},"children":[]}}
+{"op":"add","path":"/elements/addButtons","value":{"type":"Buttons","props":{"buttons":["addButton","cancelButton"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/addButton","value":{"type":"Button","props":{"label":"Add expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","date":{"$state":"/newExpenseDate"},"merchant":{"$state":"/newExpenseMerchant"},"category":{"$state":"/newExpenseCategory"},"amount":{"$state":"/newExpenseAmount"}},"clearStatePath":"/newExpenseMerchant"}}},"children":[]}}
+{"op":"add","path":"/elements/cancelButton","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/newExpenseAmount","value":""}}},"children":[]}}
+{"op":"add","path":"/state/newExpenseAmount","value":""}
+{"op":"add","path":"/state/newExpenseCategory","value":"Groceries"}
+{"op":"add","path":"/state/newExpenseMerchant","value":""}
+{"op":"add","path":"/state/newExpenseDate","value":[]}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..0e35a5313
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,110 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","monthRow","summaryCard","splitCard","largestCard","addCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Budget Check","subtitle":"August 2026 • Personal monthly overview"},"children":[]}}
+{"op":"add","path":"/elements/monthRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["monthRowLabel","monthFormControl"]}}
+{"op":"add","path":"/elements/monthRowLabel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["monthLabelTitle","monthLabelSub"]}}
+{"op":"add","path":"/elements/monthLabelTitle","value":{"type":"TextContent","props":{"text":"Review month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/monthLabelSub","value":{"type":"TextContent","props":{"text":"Switch to compare spending across months","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/monthFormControl","value":{"type":"FormControl","props":{"label":"Month","input":"monthSelect","hint":"Choose a different month to review"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"selectedMonth","value":{"$bindState":"/selectedMonth"},"items":["monthOptJun","monthOptJul","monthOptAug"],"placeholder":"Select month"},"children":[]}}
+{"op":"add","path":"/elements/monthOptJun","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptJul","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptAug","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-08"}
+{"op":"add","path":"/state/months","value":[]}
+{"op":"add","path":"/state/months/0","value":"2026-06"}
+{"op":"add","path":"/state/months/1","value":"2026-07"}
+{"op":"add","path":"/state/months/2","value":"2026-08"}
+{"op":"add","path":"/elements/summaryCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summaryHeader","budgetProgress","budgetText","statsRow","summaryHint"]}}
+{"op":"add","path":"/elements/summaryHeader","value":{"type":"CardHeader","props":{"title":"Monthly Budget","subtitle":"Total spent vs. budget"},"children":[]}}
+{"op":"add","path":"/elements/budgetProgress","value":{"type":"Progress","props":{"value":{"$state":"/progress"},"label":{"$template":"${/spent} of ${/budget} spent"}},"children":[]}}
+{"op":"add","path":"/elements/budgetText","value":{"type":"TextContent","props":{"text":{"$template":"You’ve spent **$${/spent}** of your **$${/budget}** budget for ${/selectedMonth}. **$${/remaining}** remaining · ${/progress}% used."},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statSpent","statBudget","statRemaining"]}}
+{"op":"add","path":"/elements/statSpent","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statSpentLabel","statSpentValue"]}}
+{"op":"add","path":"/elements/statSpentLabel","value":{"type":"TextContent","props":{"text":"SPENT","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statSpentValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/spent}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statBudget","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statBudgetLabel","statBudgetValue"]}}
+{"op":"add","path":"/elements/statBudgetLabel","value":{"type":"TextContent","props":{"text":"BUDGET","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/budget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statRemaining","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statRemainingLabel","statRemainingValue"]}}
+{"op":"add","path":"/elements/statRemainingLabel","value":{"type":"TextContent","props":{"text":"REMAINING","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/remaining}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summaryHint","value":{"type":"Callout","props":{"variant":"info","title":"On track but tight","description":"You’ve used 90.8% of your budget with 8 days left in August. Watch discretionary spending."},"children":[]}}
+{"op":"add","path":"/state/budget","value":2500}
+{"op":"add","path":"/state/spent","value":2270}
+{"op":"add","path":"/state/remaining","value":230}
+{"op":"add","path":"/state/progress","value":91}
+{"op":"add","path":"/elements/splitCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["splitHeader","splitContentRow","categoryListWrap"]}}
+{"op":"add","path":"/elements/splitHeader","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"Where your money went this month"},"children":[]}}
+{"op":"add","path":"/elements/splitContentRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["pieChart","categoryLegend"]}}
+{"op":"add","path":"/elements/pieChart","value":{"type":"PieChart","props":{"labels":["Housing","Food","Transport","Entertainment","Utilities","Health"],"values":[950,420,280,310,185,125],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/categoryLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs","wrap":true},"children":["tagHousing","tagFood","tagTransport","tagFun","tagUtilities","tagHealth"]}}
+{"op":"add","path":"/elements/tagHousing","value":{"type":"Tag","props":{"text":"Housing 41.9%","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/tagFood","value":{"type":"Tag","props":{"text":"Food 18.5%","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/tagTransport","value":{"type":"Tag","props":{"text":"Transport 12.3%","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/tagFun","value":{"type":"Tag","props":{"text":"Entertainment 13.7%","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/tagUtilities","value":{"type":"Tag","props":{"text":"Utilities 8.1%","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/tagHealth","value":{"type":"Tag","props":{"text":"Health 5.5%","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/categoryListWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["categoryListHeader","categoryListContainer"]}}
+{"op":"add","path":"/elements/categoryListHeader","value":{"type":"TextContent","props":{"text":"Category breakdown","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/categoryListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/categorySpending","key":"category"},"children":["categoryItem"]}}
+{"op":"add","path":"/elements/categoryItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["categoryItemLeft","categoryItemRight"]}}
+{"op":"add","path":"/elements/categoryItemLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["catName","catPercent"]}}
+{"op":"add","path":"/elements/catName","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/catPercent","value":{"type":"TextContent","props":{"text":{"$template":"${percent}% of spend"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/categoryItemRight","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/categorySpending","value":[]}
+{"op":"add","path":"/state/categorySpending/0","value":{"category":"Housing","amount":950,"percent":41.9}}
+{"op":"add","path":"/state/categorySpending/1","value":{"category":"Food","amount":420,"percent":18.5}}
+{"op":"add","path":"/state/categorySpending/2","value":{"category":"Entertainment","amount":310,"percent":13.7}}
+{"op":"add","path":"/state/categorySpending/3","value":{"category":"Transport","amount":280,"percent":12.3}}
+{"op":"add","path":"/state/categorySpending/4","value":{"category":"Utilities","amount":185,"percent":8.1}}
+{"op":"add","path":"/state/categorySpending/5","value":{"category":"Health","amount":125,"percent":5.5}}
+{"op":"add","path":"/elements/largestCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largestHeader","largestCallout","largestDetails"]}}
+{"op":"add","path":"/elements/largestHeader","value":{"type":"CardHeader","props":{"title":"Largest Expense","subtitle":"Highlighted for review"},"children":[]}}
+{"op":"add","path":"/elements/largestCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Rent — Downtown Apartment","description":"$950.00 • Housing • Aug 1, 2026 • City Properties LLC"},"children":[]}}
+{"op":"add","path":"/elements/largestDetails","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largestDetailAmount","largestDetailMeta","largestDetailNote"]}}
+{"op":"add","path":"/elements/largestDetailAmount","value":{"type":"TextContent","props":{"text":"$950.00 — 41.9% of total monthly spend. This single expense is 2.3× larger than your next biggest category (Food).","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/largestDetailMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["badgeHousing","badgeDate","badgeRecurring"]}}
+{"op":"add","path":"/elements/badgeHousing","value":{"type":"Badge","props":{"text":"Housing","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/badgeDate","value":{"type":"Badge","props":{"text":"2026-08-01","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/badgeRecurring","value":{"type":"Badge","props":{"text":"Recurring","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/largestDetailNote","value":{"type":"TextContent","props":{"text":"Tip: Housing is fixed, but you can offset it by trimming variable categories like Entertainment and Food this month.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"description":"Rent — Downtown Apartment","amount":950,"category":"Housing","date":"2026-08-01","merchant":"City Properties LLC","percent":41.9}}
+{"op":"add","path":"/elements/addCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["addHeader","addForm","expensesPreview"]}}
+{"op":"add","path":"/elements/addHeader","value":{"type":"CardHeader","props":{"title":"Add Expense","subtitle":"Log a new transaction for the selected month"},"children":[]}}
+{"op":"add","path":"/elements/addForm","value":{"type":"Form","props":{"name":"addExpense","buttons":"formButtons","fields":["fieldAmountControl","fieldCategoryControl","fieldDescControl","fieldDateControl"]},"children":[]}}
+{"op":"add","path":"/elements/fieldAmountControl","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"inputAmount","hint":"Enter amount, e.g. 42.50"},"children":[]}}
+{"op":"add","path":"/elements/inputAmount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/fieldCategoryControl","value":{"type":"FormControl","props":{"label":"Category","input":"selectCategory"},"children":[]}}
+{"op":"add","path":"/elements/selectCategory","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newExpense/category"},"items":["catOptHousing","catOptFood","catOptTransport","catOptFun","catOptUtilities","catOptHealth"],"placeholder":"Select category"},"children":[]}}
+{"op":"add","path":"/elements/catOptHousing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/catOptFood","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/catOptTransport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/catOptFun","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/catOptUtilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/catOptHealth","value":{"type":"SelectItem","props":{"value":"Health","label":"Health"},"children":[]}}
+{"op":"add","path":"/elements/fieldDescControl","value":{"type":"FormControl","props":{"label":"Description","input":"inputDesc"},"children":[]}}
+{"op":"add","path":"/elements/inputDesc","value":{"type":"Input","props":{"name":"description","placeholder":"e.g. Grocery run at Trader Joe's","type":"text","value":{"$bindState":"/newExpense/description"}},"children":[]}}
+{"op":"add","path":"/elements/fieldDateControl","value":{"type":"FormControl","props":{"label":"Date","input":"datePickerExpense"},"children":[]}}
+{"op":"add","path":"/elements/datePickerExpense","value":{"type":"DatePicker","props":{"name":"date","mode":"single"},"children":[]}}
+{"op":"add","path":"/elements/formButtons","value":{"type":"Buttons","props":{"buttons":["btnAdd","btnClear"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnAdd","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","description":{"$state":"/newExpense/description"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":"2026-08-20","month":{"$state":"/selectedMonth"}},"clearStatePath":"/newExpense/description"}}},"children":[]}}
+{"op":"add","path":"/elements/btnClear","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/newExpense","value":{"amount":"","category":"","description":""}}}},"children":[]}}
+{"op":"add","path":"/elements/expensesPreview","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["expensesHeader","expensesList"]}}
+{"op":"add","path":"/elements/expensesHeader","value":{"type":"TextContent","props":{"text":"Recent expenses — August","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expensesList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expenseRow"]}}
+{"op":"add","path":"/elements/expenseRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["expenseLeft","expenseAmount"]}}
+{"op":"add","path":"/elements/expenseLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["expenseDesc","expenseMeta"]}}
+{"op":"add","path":"/elements/expenseDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expenseMeta","value":{"type":"TextContent","props":{"text":{"$template":"${category} • ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expenseAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"amount":"","category":"","description":"","date":""}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","description":"Rent — Downtown Apartment","amount":950,"category":"Housing","date":"2026-08-01","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","description":"Grocery — Trader Joe's","amount":185,"category":"Food","date":"2026-08-05","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","description":"Concert Tickets","amount":310,"category":"Entertainment","date":"2026-08-15","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","description":"Gas & Transit Pass","amount":280,"category":"Transport","date":"2026-08-08","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","description":"Utilities — Electric & Internet","amount":185,"category":"Utilities","date":"2026-08-03","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","description":"Dining Out","amount":235,"category":"Food","date":"2026-08-12","month":"2026-08"}}
+{"op":"add","path":"/state/expenses/6","value":{"id":"e7","description":"Gym & Pharmacy","amount":125,"category":"Health","date":"2026-08-10","month":"2026-08"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..6f7b92c98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,163 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["appHeader","monthControlCard","overviewAug","overviewJul","overviewJun","categorySectionCard","largestSectionCard","addExpenseCard","expensesListCard"]}}
+{"op":"add","path":"/elements/appHeader","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Personal Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"August 2026 — track spend, stay on budget","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/monthControlCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["monthControlHeader","monthSelectControl","selectedMonthHint"]}}
+{"op":"add","path":"/elements/monthControlHeader","value":{"type":"CardHeader","props":{"title":"Month","subtitle":"Switch to review past months"},"children":[]}}
+{"op":"add","path":"/elements/monthSelectControl","value":{"type":"FormControl","props":{"label":"Select month","input":"monthSelect"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"monthSelect","value":{"$bindState":"/selectedMonth"},"placeholder":"Choose month","items":["monthOptionAug","monthOptionJul","monthOptionJun","monthOptionMay"]},"children":[]}}
+{"op":"add","path":"/elements/monthOptionAug","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptionJul","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptionJun","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptionMay","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-08"}
+{"op":"add","path":"/elements/selectedMonthHint","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedMonth} — budget and spending update automatically"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overviewAug","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overviewAugHeader","overviewAugStats","overviewAugProgress"],"visible":{"$or":[{"$state":"/selectedMonth","eq":"2026-08"},{"$state":"/selectedMonth","not":true}]}}}
+{"op":"add","path":"/elements/overviewAugHeader","value":{"type":"CardHeader","props":{"title":"Total Spent vs Budget","subtitle":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/overviewAugStats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statSpentAug","statBudgetAug","statRemainingAug"]}}
+{"op":"add","path":"/elements/statSpentAug","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statSpentAugLabel","statSpentAugValue","statSpentAugSub"]}}
+{"op":"add","path":"/elements/statSpentAugLabel","value":{"type":"TextContent","props":{"text":"SPENT","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statSpentAugValue","value":{"type":"TextContent","props":{"text":"$2,070.00","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statSpentAugSub","value":{"type":"TextContent","props":{"text":"of $3,000 budget","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetAug","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statBudgetAugLabel","statBudgetAugValue","statBudgetAugSub"]}}
+{"op":"add","path":"/elements/statBudgetAugLabel","value":{"type":"TextContent","props":{"text":"BUDGET","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetAugValue","value":{"type":"TextContent","props":{"text":"$3,000.00","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetAugSub","value":{"type":"TextContent","props":{"text":"Monthly limit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingAug","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statRemainingAugLabel","statRemainingAugValue","statRemainingAugSub"]}}
+{"op":"add","path":"/elements/statRemainingAugLabel","value":{"type":"TextContent","props":{"text":"REMAINING","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingAugValue","value":{"type":"TextContent","props":{"text":"$930.00","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingAugSub","value":{"type":"TextContent","props":{"text":"31% left • 69% used","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overviewAugProgress","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["progressAug","progressAugLabel"]}}
+{"op":"add","path":"/elements/progressAug","value":{"type":"Progress","props":{"value":69,"label":"69% of budget used"},"children":[]}}
+{"op":"add","path":"/elements/progressAugLabel","value":{"type":"TextContent","props":{"text":"$2,070 spent • $930 remaining • On track","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overviewJul","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overviewJulHeader","overviewJulStats","overviewJulProgress"],"visible":{"$state":"/selectedMonth","eq":"2026-07"}}}
+{"op":"add","path":"/elements/overviewJulHeader","value":{"type":"CardHeader","props":{"title":"Total Spent vs Budget","subtitle":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/overviewJulStats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statSpentJul","statBudgetJul","statRemainingJul"]}}
+{"op":"add","path":"/elements/statSpentJul","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statSpentJulValue"]}}
+{"op":"add","path":"/elements/statSpentJulValue","value":{"type":"TextContent","props":{"text":"$2,845.00 spent","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetJul","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statBudgetJulValue"]}}
+{"op":"add","path":"/elements/statBudgetJulValue","value":{"type":"TextContent","props":{"text":"$3,000 budget","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingJul","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statRemainingJulValue"]}}
+{"op":"add","path":"/elements/statRemainingJulValue","value":{"type":"TextContent","props":{"text":"$155 left • 95% used","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/overviewJulProgress","value":{"type":"Progress","props":{"value":95,"label":"95% of budget used — over pace"},"children":[]}}
+{"op":"add","path":"/elements/overviewJun","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overviewJunHeader","overviewJunStats","overviewJunProgress"],"visible":{"$state":"/selectedMonth","eq":"2026-06"}}}
+{"op":"add","path":"/elements/overviewJunHeader","value":{"type":"CardHeader","props":{"title":"Total Spent vs Budget","subtitle":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/overviewJunStats","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statSpentJun","statBudgetJun","statRemainingJun"]}}
+{"op":"add","path":"/elements/statSpentJun","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statSpentJunValue"]}}
+{"op":"add","path":"/elements/statSpentJunValue","value":{"type":"TextContent","props":{"text":"$1,920.00 spent","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statBudgetJun","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statBudgetJunValue"]}}
+{"op":"add","path":"/elements/statBudgetJunValue","value":{"type":"TextContent","props":{"text":"$2,800 budget","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statRemainingJun","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statRemainingJunValue"]}}
+{"op":"add","path":"/elements/statRemainingJunValue","value":{"type":"TextContent","props":{"text":"$880 left • 69% used","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/overviewJunProgress","value":{"type":"Progress","props":{"value":69,"label":"69% of budget used"},"children":[]}}
+{"op":"add","path":"/elements/categorySectionCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["categoryHeader","categoryAugContainer","categoryJulContainer","categoryJunContainer"]}}
+{"op":"add","path":"/elements/categoryHeader","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"See where your money went"},"children":[]}}
+{"op":"add","path":"/elements/categoryAugContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["pieAug","categoryBreakdownListAug"],"visible":{"$or":[{"$state":"/selectedMonth","eq":"2026-08"},{"$state":"/selectedMonth","not":true}]}}}
+{"op":"add","path":"/elements/pieAug","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabelsAug"},"values":{"$state":"/categoryValuesAug"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/categoryLabelsAug","value":["Housing","Food","Travel","Utilities","Health","Other"]}
+{"op":"add","path":"/state/categoryValuesAug","value":[1200,253,420,142,55,0]}
+{"op":"add","path":"/elements/categoryBreakdownListAug","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["breakdownHeaderAug","breakdownRepeatAug"]}}
+{"op":"add","path":"/elements/breakdownHeaderAug","value":{"type":"TextContent","props":{"text":"Category breakdown — August","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/breakdownRepeatAug","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/categoryBreakdownAug","key":"category"},"children":["breakdownRowAug"]}}
+{"op":"add","path":"/elements/breakdownRowAug","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["breakdownCatAug","breakdownAmtAug"]}}
+{"op":"add","path":"/elements/breakdownCatAug","value":{"type":"TextContent","props":{"text":{"$template":"${category} • ${percent}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/breakdownAmtAug","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/categoryBreakdownAug","value":[]}
+{"op":"add","path":"/state/categoryBreakdownAug/0","value":{"category":"Housing","amount":1200,"percent":58}}
+{"op":"add","path":"/state/categoryBreakdownAug/1","value":{"category":"Travel","amount":420,"percent":20}}
+{"op":"add","path":"/state/categoryBreakdownAug/2","value":{"category":"Food","amount":253,"percent":12}}
+{"op":"add","path":"/state/categoryBreakdownAug/3","value":{"category":"Utilities","amount":142,"percent":7}}
+{"op":"add","path":"/state/categoryBreakdownAug/4","value":{"category":"Health","amount":55,"percent":3}}
+{"op":"add","path":"/elements/categoryJulContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["pieJul","breakdownRepeatJul"],"visible":{"$state":"/selectedMonth","eq":"2026-07"}}}
+{"op":"add","path":"/elements/pieJul","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabelsJul"},"values":{"$state":"/categoryValuesJul"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/categoryLabelsJul","value":["Housing","Food","Travel","Utilities","Shopping"]}
+{"op":"add","path":"/state/categoryValuesJul","value":[1200,410,680,155,400]}
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+{"op":"add","path":"/elements/breakdownCatJul","value":{"type":"TextContent","props":{"text":{"$template":"${category} — ${percent}%"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/categoryBreakdownJul","value":[]}
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+{"op":"add","path":"/state/categoryBreakdownJul/3","value":{"category":"Shopping","amount":400,"percent":14}}
+{"op":"add","path":"/state/categoryBreakdownJul/4","value":{"category":"Utilities","amount":155,"percent":5}}
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+{"op":"add","path":"/state/categoryLabelsJun","value":["Housing","Food","Utilities","Transport","Entertainment"]}
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+{"op":"add","path":"/state/categoryBreakdownJun/4","value":{"category":"Entertainment","amount":160,"percent":8}}
+{"op":"add","path":"/elements/largestSectionCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largestHeader","largestAug","largestJul","largestJun"]}}
+{"op":"add","path":"/elements/largestHeader","value":{"type":"CardHeader","props":{"title":"Largest Expense","subtitle":"Your single biggest spend this month"},"children":[]}}
+{"op":"add","path":"/elements/largestAug","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largestAugTop","largestAugAmount","largestAugMeta","largestAugCallout"],"visible":{"$or":[{"$state":"/selectedMonth","eq":"2026-08"},{"$state":"/selectedMonth","not":true}]}}}
+{"op":"add","path":"/elements/largestAugTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["largestAugBadge","largestAugDate"]}}
+{"op":"add","path":"/elements/largestAugBadge","value":{"type":"Badge","props":{"text":"#1 LARGEST • AUGUST","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/largestAugDate","value":{"type":"TextContent","props":{"text":"Aug 3, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largestAugAmount","value":{"type":"TextContent","props":{"text":"$1,200.00 — Rent","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largestAugMeta","value":{"type":"TextContent","props":{"text":"Housing • Monthly rent • 58% of total spend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largestAugCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Heads up","description":"This one expense is more than half your August spending. Consider if housing costs can be optimized next month."},"children":[]}}
+{"op":"add","path":"/elements/largestJul","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largestJulTop","largestJulAmount","largestJulMeta"],"visible":{"$state":"/selectedMonth","eq":"2026-07"}}}
+{"op":"add","path":"/elements/largestJulTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["largestJulBadge","largestJulDate"]}}
+{"op":"add","path":"/elements/largestJulBadge","value":{"type":"Badge","props":{"text":"#1 LARGEST • JULY","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/largestJulDate","value":{"type":"TextContent","props":{"text":"Jul 2, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largestJulAmount","value":{"type":"TextContent","props":{"text":"$1,200.00 — Rent","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largestJulMeta","value":{"type":"TextContent","props":{"text":"Housing • Also largest in July, but Travel ($680) was close behind","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/largestJunTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["largestJunBadge","largestJunDate"]}}
+{"op":"add","path":"/elements/largestJunBadge","value":{"type":"Badge","props":{"text":"#1 LARGEST • JUNE","variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/elements/largestJunAmount","value":{"type":"TextContent","props":{"text":"$1,100.00 — Rent","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largestJunMeta","value":{"type":"TextContent","props":{"text":"Housing • 57% of June spend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/addExpenseCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["addExpenseHeader","addExpenseFormGrid","addExpenseButtons"]}}
+{"op":"add","path":"/elements/addExpenseHeader","value":{"type":"CardHeader","props":{"title":"Add an Expense","subtitle":"Log a new purchase — it appears in the list instantly"},"children":[]}}
+{"op":"add","path":"/elements/addExpenseFormGrid","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["amountControl","categoryControl","descControl","dateControl"]}}
+{"op":"add","path":"/elements/amountControl","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"inputAmount","hint":"Enter numbers only, e.g. 42.50"},"children":[]}}
+{"op":"add","path":"/elements/inputAmount","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newAmount"}},"children":[]}}
+{"op":"add","path":"/state/newAmount","value":""}
+{"op":"add","path":"/elements/categoryControl","value":{"type":"FormControl","props":{"label":"Category","input":"selectCategory"},"children":[]}}
+{"op":"add","path":"/elements/selectCategory","value":{"type":"Select","props":{"name":"category","value":{"$bindState":"/newCategory"},"placeholder":"Choose category","items":["catHousing","catFood","catTravel","catUtilities","catHealth","catOther"]},"children":[]}}
+{"op":"add","path":"/elements/catHousing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/catFood","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/catTravel","value":{"type":"SelectItem","props":{"value":"Travel","label":"Travel"},"children":[]}}
+{"op":"add","path":"/elements/catUtilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/catHealth","value":{"type":"SelectItem","props":{"value":"Health","label":"Health"},"children":[]}}
+{"op":"add","path":"/elements/catOther","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/state/newCategory","value":""}
+{"op":"add","path":"/elements/descControl","value":{"type":"FormControl","props":{"label":"Description","input":"inputDesc","hint":"What was this for?"},"children":[]}}
+{"op":"add","path":"/elements/inputDesc","value":{"type":"Input","props":{"name":"description","type":"text","placeholder":"e.g., Groceries at Trader Joe's","value":{"$bindState":"/newDesc"}},"children":[]}}
+{"op":"add","path":"/state/newDesc","value":""}
+{"op":"add","path":"/elements/dateControl","value":{"type":"FormControl","props":{"label":"Date","input":"inputDate"},"children":[]}}
+{"op":"add","path":"/elements/inputDate","value":{"type":"Input","props":{"name":"date","type":"text","placeholder":"2026-08-18","value":{"$bindState":"/newDate"}},"children":[]}}
+{"op":"add","path":"/state/newDate","value":"2026-08-18"}
+{"op":"add","path":"/elements/addExpenseButtons","value":{"type":"Buttons","props":{"buttons":["btnAdd","btnReset"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnAdd","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","date":{"$state":"/newDate"},"category":{"$state":"/newCategory"},"amount":{"$state":"/newAmount"},"description":{"$state":"/newDesc"}},"clearStatePath":"/newDesc"}}},"children":[]}}
+{"op":"add","path":"/elements/btnReset","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/newAmount","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/expensesListCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expensesHeader","expensesListContainer"]}}
+{"op":"add","path":"/elements/expensesHeader","value":{"type":"CardHeader","props":{"title":"Recent Expenses","subtitle":"August expenses — add above to see it here"},"children":[]}}
+{"op":"add","path":"/elements/expensesListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["expensesRepeat"]}}
+{"op":"add","path":"/elements/expensesRepeat","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expenseRow"]}}
+{"op":"add","path":"/elements/expenseRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["expenseLeft","expenseRight"]}}
+{"op":"add","path":"/elements/expenseLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["expenseDesc","expenseMeta"]}}
+{"op":"add","path":"/elements/expenseDesc","value":{"type":"TextContent","props":{"text":{"$template":"${description}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/expenseMeta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expenseRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["expenseAmount","expenseDelete"]}}
+{"op":"add","path":"/elements/expenseAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expenseDelete","value":{"type":"Button","props":{"label":"×","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","date":"2026-08-03","category":"Housing","amount":"1200.00","description":"Rent — August"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","date":"2026-08-05","category":"Food","amount":"185.00","description":"Groceries — Whole Foods"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","date":"2026-08-07","category":"Food","amount":"68.00","description":"Dinner — Thai Basil"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","date":"2026-08-10","category":"Utilities","amount":"142.00","description":"Electric + Internet"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","date":"2026-08-12","category":"Travel","amount":"420.00","description":"Flight — SFO to SEA"}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","date":"2026-08-15","category":"Health","amount":"55.00","description":"Gym membership"}}
+{"op":"add","path":"/state/expenses/6","value":{"id":"e7","date":"2026-08-16","category":"Food","amount":"22.50","description":"Coffee & lunch"}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..31068e446
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","specialCallout","filterCard","menuContainer","hoursCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["headerTitle","headerSubtitle","headerMetaRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"MORNING LIGHT CAFÉ","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Artisan coffee • Fresh food • Since 2018","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center"},"children":["metaTagHours","metaTagLocation"]}}
+{"op":"add","path":"/elements/metaTagHours","value":{"type":"Tag","props":{"text":"Open Today 7am — 6pm","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metaTagLocation","value":{"type":"Tag","props":{"text":"123 Brew Street","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/specialCallout","value":{"type":"Callout","props":{"variant":"warning","title":"⭐ TODAY'S SPECIAL","description":"Quinoa Power Bowl — $13.00 — Roasted sweet potato, avocado, kale, tahini drizzle & toasted seeds. Vegetarian • Chef's favourite today!"},"children":[]}}
+{"op":"add","path":"/elements/filterCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filterInfo","filterButtons"]}}
+{"op":"add","path":"/elements/filterInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["filterTitle","filterDesc","filterStatusAll","filterStatusVeg"]}}
+{"op":"add","path":"/elements/filterTitle","value":{"type":"TextContent","props":{"text":"Menu Filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filterDesc","value":{"type":"TextContent","props":{"text":"Tap to filter the menu below","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/filterStatusAll","value":{"type":"TextContent","props":{"text":"Showing: All items","size":"small"},"children":[]},"visible":{"$state":"/filters/vegetarianOnly","not":true}}
+{"op":"add","path":"/elements/filterStatusVeg","value":{"type":"TextContent","props":{"text":"Showing: Vegetarian only 🌱","size":"small-heavy"},"children":[]},"visible":{"$state":"/filters/vegetarianOnly"}}
+{"op":"add","path":"/elements/filterButtons","value":{"type":"Buttons","props":{"direction":"row","buttons":["showAllBtn","vegOnlyBtn"]},"children":[]}}
+{"op":"add","path":"/elements/showAllBtn","value":{"type":"Button","props":{"label":"Show All","variant":"secondary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/filters/vegetarianOnly","value":false}}}}}
+{"op":"add","path":"/elements/vegOnlyBtn","value":{"type":"Button","props":{"label":"🌱 Veg Only","variant":"primary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/filters/vegetarianOnly","value":true}}}}}
+{"op":"add","path":"/state/filters","value":{"vegetarianOnly":false}}
+{"op":"add","path":"/elements/menuContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["drinksSection","foodSection"]}}
+{"op":"add","path":"/elements/drinksSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["drinksHeaderRow","drinksList"]}}
+{"op":"add","path":"/elements/drinksHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["drinksHeading","drinksBadge"]}}
+{"op":"add","path":"/elements/drinksHeading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinksBadge","value":{"type":"Badge","props":{"text":"6 items","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/drinksList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drinkItem"]}}
+{"op":"add","path":"/elements/drinkItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drinkInfo","drinkPrice"]},"visible":{"$or":[{"$state":"/filters/vegetarianOnly","not":true},{"$item":"vegetarian"}]}}
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+{"op":"add","path":"/elements/drinkPrice","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","description":"Double shot, rich & bold","price":"3.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","description":"Espresso, steamed milk, foam","price":"4.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Matcha Latte","description":"Ceremonial grade, oat milk","price":"5.25","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Cold Brew","description":"12-hour steep, over ice","price":"4.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Chai Latte","description":"Spiced black tea, honey, milk","price":"4.95","vegetarian":true}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Bone Broth Latte","description":"Chicken bone broth, turmeric, coconut milk","price":"6.00","vegetarian":false}}
+{"op":"add","path":"/elements/foodSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["foodHeaderRow","foodList"]}}
+{"op":"add","path":"/elements/foodHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["foodHeading","foodBadge"]}}
+{"op":"add","path":"/elements/foodHeading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/foodBadge","value":{"type":"Badge","props":{"text":"6 items","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/foodList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["foodItem"]}}
+{"op":"add","path":"/elements/foodItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["foodInfo","foodPrice"]},"visible":{"$or":[{"$state":"/filters/vegetarianOnly","not":true},{"$item":"vegetarian"}]}}
+{"op":"add","path":"/elements/foodInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["foodName","foodDesc","foodVegTag"]}}
+{"op":"add","path":"/elements/foodName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/foodDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/foodVegTag","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"children":[]},"visible":{"$item":"vegetarian"}}
+{"op":"add","path":"/elements/foodPrice","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","description":"Sourdough, smashed avocado, chili flakes, poached egg","price":"9.50","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Veggie Panini","description":"Grilled zucchini, pesto, mozzarella, ciabatta","price":"11.00","vegetarian":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Chicken Caesar Wrap","description":"Grilled chicken, romaine, parmesan, wrap","price":"12.50","vegetarian":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Margherita Flatbread","description":"Tomato, fresh mozzarella, basil","price":"10.50","vegetarian":true}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Bacon & Egg Croissant","description":"Smoked bacon, scrambled egg, cheddar","price":"8.75","vegetarian":false}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Quinoa Power Bowl","description":"Roasted veg, kale, tahini, seeds — Today's Special!","price":"13.00","vegetarian":true}}
+{"op":"add","path":"/elements/hoursCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["hoursHeader","hoursList","hoursNote"]}}
+{"op":"add","path":"/elements/hoursHeader","value":{"type":"CardHeader","props":{"title":"Opening Hours","subtitle":"Come find us on Brew Street"},"children":[]}}
+{"op":"add","path":"/elements/hoursList","value":{"type":"ListBlock","props":{"items":["hoursMonFri","hoursSat","hoursSun"]},"children":[]}}
+{"op":"add","path":"/elements/hoursMonFri","value":{"type":"ListItem","props":{"title":"Monday — Friday","subtitle":"7:00 AM — 6:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/hoursSat","value":{"type":"ListItem","props":{"title":"Saturday","subtitle":"8:00 AM — 5:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/hoursSun","value":{"type":"ListItem","props":{"title":"Sunday","subtitle":"8:00 AM — 3:00 PM  •  Brunch only"},"children":[]}}
+{"op":"add","path":"/elements/hoursNote","value":{"type":"TextContent","props":{"text":"Kitchen closes 30 mins before closing. 🌱 = Vegetarian","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..c1f0ce3c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,78 @@
+{"op":"add","path":"/root","value":"cafeRoot"}
+{"op":"add","path":"/elements/cafeRoot","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","specialCallout","filterCard","menuTabs","hoursCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["brandingRow","cafeSubtitle","separator1"]}}
+{"op":"add","path":"/elements/brandingRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["cafeHeading","openBadge"]}}
+{"op":"add","path":"/elements/cafeHeading","value":{"type":"Heading","props":{"text":"MILL & MAPLE CAFE","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/openBadge","value":{"type":"Badge","props":{"text":"● Open Now","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/cafeSubtitle","value":{"type":"TextContent","props":{"text":"Seasonal coffee • Fresh kitchen • Neighbourhood since 2018","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator1","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/specialCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Today's Special — Pumpkin & Sage Risotto","description":"Creamy arborio with roasted pumpkin, crispy sage & shaved parmesan. $14.00 • Vegetarian • Served until 3pm. Chef's favourite this autumn!"},"children":[]}}
+{"op":"add","path":"/elements/filterCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filterInfo","vegOnBtn","vegOffBtn"]}}
+{"op":"add","path":"/elements/filterInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["filterLabel","statusAll","statusVeg"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Menu Filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statusAll","value":{"type":"TextContent","props":{"text":"Showing all items • Tap to filter vegetarian"},"children":[]},"visible":{"$state":"/showVegOnly","not":true}}
+{"op":"add","path":"/elements/statusVeg","value":{"type":"TextContent","props":{"text":"Showing vegetarian only 🌱 • 5 drinks • 3 foods"},"children":[]},"visible":{"$state":"/showVegOnly"}}
+{"op":"add","path":"/elements/vegOnBtn","value":{"type":"Button","props":{"label":"🌱 Show Vegetarian Only","variant":"secondary","size":"small"},"children":[]},"visible":{"$state":"/showVegOnly","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/showVegOnly","value":true}}}}
+{"op":"add","path":"/elements/vegOffBtn","value":{"type":"Button","props":{"label":"Show All Items","variant":"primary","size":"small"},"children":[]},"visible":{"$state":"/showVegOnly"},"on":{"press":{"action":"setState","params":{"statePath":"/showVegOnly","value":false}}}}
+{"op":"add","path":"/state/showVegOnly","value":false}
+{"op":"add","path":"/elements/menuTabs","value":{"type":"Tabs","props":{},"children":["drinksTab","foodTab"]}}
+{"op":"add","path":"/elements/drinksTab","value":{"type":"TabItem","props":{"value":"drinks","trigger":"Drinks"},"children":["drinksAllContainer","drinksVegContainer"]}}
+{"op":"add","path":"/elements/foodTab","value":{"type":"TabItem","props":{"value":"food","trigger":"Food"},"children":["foodAllContainer","foodVegContainer"]}}
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+{"op":"add","path":"/elements/drinkCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["drinkHeaderRow","drinkDesc","drinkTags"]}}
+{"op":"add","path":"/elements/drinkHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["drinkName","drinkPrice"]}}
+{"op":"add","path":"/elements/drinkName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkPrice","value":{"type":"TextContent","props":{"text":{"$template":"${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkDesc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drinkTags","value":{"type":"TagBlock","props":{"tags":{"$item":"tags"}},"children":[]}}
+{"op":"add","path":"/elements/drinkCardVeg","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["drinkHeaderRowVeg","drinkDescVeg","drinkTagsVeg"]}}
+{"op":"add","path":"/elements/drinkHeaderRowVeg","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["drinkNameVeg","drinkPriceVeg"]}}
+{"op":"add","path":"/elements/drinkNameVeg","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkPriceVeg","value":{"type":"TextContent","props":{"text":{"$template":"${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkDescVeg","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drinkTagsVeg","value":{"type":"TagBlock","props":{"tags":{"$item":"tags"}},"children":[]}}
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+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Flat White","price":"$4.50","desc":"Double ristretto, velvety steamed milk — our house blend","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Iced Oat Latte","price":"$5.25","desc":"Double shot over oat milk, hint of vanilla, on ice","tags":["Vegetarian","Vegan Option"]}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Matcha Latte","price":"$5.00","desc":"Ceremonial-grade Uji matcha, steamed milk, lightly sweetened","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Cold Brew","price":"$4.00","desc":"12-hour steeped, chocolate & citrus notes, served black","tags":["Vegetarian","Vegan"]}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Honey Cinnamon Latte","price":"$5.75","desc":"Espresso, steamed milk, wildflower honey & Ceylon cinnamon","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/drinksVeg","value":[]}
+{"op":"add","path":"/state/drinksVeg/0","value":{"id":"d1","name":"Flat White","price":"$4.50","desc":"Double ristretto, velvety steamed milk — our house blend","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/drinksVeg/1","value":{"id":"d2","name":"Iced Oat Latte","price":"$5.25","desc":"Double shot over oat milk, hint of vanilla, on ice","tags":["Vegetarian","Vegan Option"]}}
+{"op":"add","path":"/state/drinksVeg/2","value":{"id":"d3","name":"Matcha Latte","price":"$5.00","desc":"Ceremonial-grade Uji matcha, steamed milk, lightly sweetened","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/drinksVeg/3","value":{"id":"d4","name":"Cold Brew","price":"$4.00","desc":"12-hour steeped, chocolate & citrus notes, served black","tags":["Vegetarian","Vegan"]}}
+{"op":"add","path":"/state/drinksVeg/4","value":{"id":"d5","name":"Honey Cinnamon Latte","price":"$5.75","desc":"Espresso, steamed milk, wildflower honey & Ceylon cinnamon","tags":["Vegetarian"]}}
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+{"op":"add","path":"/elements/foodVegContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["foodCardVeg"]},"repeat":{"statePath":"/foodVeg","key":"id"},"visible":{"$state":"/showVegOnly"}}
+{"op":"add","path":"/elements/foodCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["foodHeaderRow","foodDesc","foodTags"]}}
+{"op":"add","path":"/elements/foodHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["foodName","foodPrice"]}}
+{"op":"add","path":"/elements/foodName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/foodTags","value":{"type":"TagBlock","props":{"tags":{"$item":"tags"}},"children":[]}}
+{"op":"add","path":"/elements/foodCardVeg","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["foodHeaderRowVeg","foodDescVeg","foodTagsVeg"]}}
+{"op":"add","path":"/elements/foodHeaderRowVeg","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["foodNameVeg","foodPriceVeg"]}}
+{"op":"add","path":"/elements/foodNameVeg","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/foodPriceVeg","value":{"type":"TextContent","props":{"text":{"$template":"${price}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/foodDescVeg","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/foodTagsVeg","value":{"type":"TagBlock","props":{"tags":{"$item":"tags"}},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","price":"$11.50","desc":"Grilled sourdough, smashed avocado, poached egg, chilli & lime","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Classic Bacon Roll","price":"$9.00","desc":"Streaky bacon, soft brioche bun, house ketchup","tags":[]}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Mediterranean Bowl","price":"$13.50","desc":"Quinoa, feta, olives, cucumber, roast peppers & tahini","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Chicken & Pesto Panini","price":"$12.00","desc":"Grilled chicken, basil pesto, mozzarella, pressed sourdough","tags":[]}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Mushroom Arancini","price":"$10.50","desc":"Wild mushroom risotto balls, truffle aioli, rocket","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Pumpkin & Sage Risotto ★ Special","price":"$14.00","desc":"Today's special — creamy arborio, roasted pumpkin, crispy sage, parmesan","tags":["Vegetarian","Today's Special"]}}
+{"op":"add","path":"/state/foodVeg","value":[]}
+{"op":"add","path":"/state/foodVeg/0","value":{"id":"f1","name":"Avocado Toast","price":"$11.50","desc":"Grilled sourdough, smashed avocado, poached egg, chilli & lime","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/foodVeg/1","value":{"id":"f3","name":"Mediterranean Bowl","price":"$13.50","desc":"Quinoa, feta, olives, cucumber, roast peppers & tahini","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/foodVeg/2","value":{"id":"f5","name":"Mushroom Arancini","price":"$10.50","desc":"Wild mushroom risotto balls, truffle aioli, rocket","tags":["Vegetarian"]}}
+{"op":"add","path":"/state/foodVeg/3","value":{"id":"f6","name":"Pumpkin & Sage Risotto ★ Special","price":"$14.00","desc":"Today's special — creamy arborio, roasted pumpkin, crispy sage, parmesan","tags":["Vegetarian","Today's Special"]}}
+{"op":"add","path":"/elements/hoursCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["hoursHeader","hoursTable","hoursNote"]}}
+{"op":"add","path":"/elements/hoursHeader","value":{"type":"CardHeader","props":{"title":"Opening Hours","subtitle":"Find us on Maple Street — kitchen closes 30 mins before closing"},"children":[]}}
+{"op":"add","path":"/elements/hoursTable","value":{"type":"Table","props":{"columns":["hoursDayCol","hoursTimeCol"]},"children":[]}}
+{"op":"add","path":"/elements/hoursDayCol","value":{"type":"Col","props":{"label":"Day","data":["Monday – Friday","Saturday","Sunday"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/hoursTimeCol","value":{"type":"Col","props":{"label":"Hours","data":["7:00 AM – 4:00 PM","8:00 AM – 4:00 PM","8:00 AM – 3:00 PM"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/hoursNote","value":{"type":"TextContent","props":{"text":"Wi-Fi: MillMaple_Guest • Happy hour 3–4pm: $1 off all drinks","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..6df601522
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,82 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","specialCallout","filterCard","drinksSection","foodSection","hoursSection","footerNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["headerTitle","headerSubtitle","headerTagRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"THE DAILY GRIND","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Freshly brewed & baked daily — Est. 2018","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerTagRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"center"},"children":["tagWifi","tagLocation"]}}
+{"op":"add","path":"/elements/tagWifi","value":{"type":"Tag","props":{"text":"Free Wi-Fi","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/tagLocation","value":{"type":"Tag","props":{"text":"123 Brew Lane","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/specialCallout","value":{"type":"Callout","props":{"variant":"success","title":"⭐ TODAY'S SPECIAL","description":"Pumpkin Spice Cold Brew + Almond Croissant — $8.50 (save $2.00!) • Available until 3pm • Limited batch"},"children":[]}}
+{"op":"add","path":"/elements/filterCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filterLabelWrap","filterButtons"]}}
+{"op":"add","path":"/elements/filterLabelWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["filterLabel","filterHint"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Menu filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filterHint","value":{"type":"TextContent","props":{"text":"Tap to show vegetarian items only 🌱","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/filterButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btnAll","btnVeg"]}}
+{"op":"add","path":"/elements/btnAll","value":{"type":"Button","props":{"label":"All Items","variant":{"$cond":{"$state":"/filters/vegOnly","eq":true},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filters/vegOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btnVeg","value":{"type":"Button","props":{"label":"Vegetarian Only 🌱","variant":{"$cond":{"$state":"/filters/vegOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filters/vegOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"vegOnly":false}}
+{"op":"add","path":"/elements/drinksSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["drinksHeader","drinksAllContainer","drinksVegContainer","drinksCount"]}}
+{"op":"add","path":"/elements/drinksHeader","value":{"type":"CardHeader","props":{"title":"☕ Drinks","subtitle":"Hot & cold • Oat, soy & almond milk + $0.50"},"children":[]}}
+{"op":"add","path":"/elements/drinksAllContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["drinkCard"]},"repeat":{"statePath":"/drinks","key":"id"},"visible":{"$state":"/filters/vegOnly","eq":false}}
+{"op":"add","path":"/elements/drinkCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["drinkTopRow","drinkDesc"]}}
+{"op":"add","path":"/elements/drinkTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["drinkName","drinkPrice"]}}
+{"op":"add","path":"/elements/drinkName","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegIcon}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkPrice","value":{"type":"Badge","props":{"text":{"$template":"${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/drinkDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drinksVegContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["drinkVegCard"]},"repeat":{"statePath":"/drinksVeg","key":"id"},"visible":{"$state":"/filters/vegOnly","eq":true}}
+{"op":"add","path":"/elements/drinkVegCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["drinkVegTopRow","drinkVegDesc"]}}
+{"op":"add","path":"/elements/drinkVegTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["drinkVegName","drinkVegPrice"]}}
+{"op":"add","path":"/elements/drinkVegName","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drinkVegPrice","value":{"type":"Badge","props":{"text":{"$template":"${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/drinkVegDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drinksCount","value":{"type":"TextContent","props":{"text":{"$template":"Showing ${/filters/vegOnly} ? vegetarian drinks only : all drinks"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","price":"$3.50","description":"Double shot • Rich & bold","vegIcon":"🌱"}}
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+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Iced Caramel Latte","price":"$5.75","description":"Espresso, milk, caramel drizzle","vegIcon":""}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Chai Latte (Oat Milk)","price":"$5.00","description":"Spiced black tea • Oat milk • Cinnamon dust","vegIcon":"🌱"}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Fresh Orange Juice","price":"$4.25","description":"Cold-pressed daily • 12oz","vegIcon":"🌱"}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Pumpkin Spice Cold Brew","price":"$5.25","description":"★ Today's Special base • Cold brew, pumpkin, spices","vegIcon":"🌱"}}
+{"op":"add","path":"/state/drinksVeg","value":[]}
+{"op":"add","path":"/state/drinksVeg/0","value":{"id":"d1","name":"Espresso","price":"$3.50","description":"Double shot • Rich & bold"}}
+{"op":"add","path":"/state/drinksVeg/1","value":{"id":"d2","name":"Flat White","price":"$4.50","description":"Velvety microfoam • Single origin"}}
+{"op":"add","path":"/state/drinksVeg/2","value":{"id":"d4","name":"Chai Latte (Oat Milk)","price":"$5.00","description":"Spiced black tea • Oat milk • Cinnamon dust"}}
+{"op":"add","path":"/state/drinksVeg/3","value":{"id":"d5","name":"Fresh Orange Juice","price":"$4.25","description":"Cold-pressed daily • 12oz"}}
+{"op":"add","path":"/state/drinksVeg/4","value":{"id":"d6","name":"Pumpkin Spice Cold Brew","price":"$5.25","description":"★ Today's Special base • Cold brew, pumpkin, spices"}}
+{"op":"add","path":"/elements/foodSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["foodHeader","foodAllContainer","foodVegContainer"]}}
+{"op":"add","path":"/elements/foodHeader","value":{"type":"CardHeader","props":{"title":"🥐 Food","subtitle":"Baked fresh this morning • Until sold out"},"children":[]}}
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+{"op":"add","path":"/elements/foodCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["foodTopRow","foodDesc"]}}
+{"op":"add","path":"/elements/foodTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["foodName","foodPrice"]}}
+{"op":"add","path":"/elements/foodName","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegIcon}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/foodPrice","value":{"type":"Badge","props":{"text":{"$template":"${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/foodDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/foodVegContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["foodVegCard"]},"repeat":{"statePath":"/foodVeg","key":"id"},"visible":{"$state":"/filters/vegOnly","eq":true}}
+{"op":"add","path":"/elements/foodVegCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["foodVegTopRow","foodVegDesc"]}}
+{"op":"add","path":"/elements/foodVegTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["foodVegName","foodVegPrice"]}}
+{"op":"add","path":"/elements/foodVegName","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/foodVegPrice","value":{"type":"Badge","props":{"text":{"$template":"${price}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/foodVegDesc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","price":"$9.50","description":"Sourdough, smashed avo, poached egg, chilli flakes","vegIcon":"🌱"}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Bacon & Egg Roll","price":"$8.00","description":"Streaky bacon, fried egg, brioche bun, BBQ sauce","vegIcon":""}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Mediterranean Veggie Panini","price":"$10.50","description":"Grilled zucchini, feta, pesto, sun-dried tomato","vegIcon":"🌱"}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Chicken Caesar Wrap","price":"$11.00","description":"Grilled chicken, cos, parmesan, caesar dressing","vegIcon":""}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Almond Croissant","price":"$4.75","description":"Buttery, flaked almonds • Pairs with Cold Brew ★","vegIcon":"🌱"}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Tomato & Basil Soup","price":"$7.50","description":"Hearty, served with sourdough • Vegan","vegIcon":"🌱"}}
+{"op":"add","path":"/state/foodVeg","value":[]}
+{"op":"add","path":"/state/foodVeg/0","value":{"id":"f1","name":"Avocado Toast","price":"$9.50","description":"Sourdough, smashed avo, poached egg, chilli flakes"}}
+{"op":"add","path":"/state/foodVeg/1","value":{"id":"f3","name":"Mediterranean Veggie Panini","price":"$10.50","description":"Grilled zucchini, feta, pesto, sun-dried tomato"}}
+{"op":"add","path":"/state/foodVeg/2","value":{"id":"f5","name":"Almond Croissant","price":"$4.75","description":"Buttery, flaked almonds • Pairs with Cold Brew ★"}}
+{"op":"add","path":"/state/foodVeg/3","value":{"id":"f6","name":"Tomato & Basil Soup","price":"$7.50","description":"Hearty, served with sourdough • Vegan"}}
+{"op":"add","path":"/elements/hoursSection","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hoursHeader","hoursTable","hoursNoteRow"]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..4b6877d36
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,93 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-course__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-course__r1.txt
new file mode 100644
index 000000000..e907f9773
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-course__r1.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r2.txt
new file mode 100644
index 000000000..ca8693db0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r2.txt
@@ -0,0 +1,76 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..c8866d7b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r3.txt
@@ -0,0 +1,86 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..e26281e8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-event__r4.txt
@@ -0,0 +1,72 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..9f0fa8d03
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,78 @@
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+{"op":"add","path":"/elements/caloriesGoalText","value":{"type":"TextContent","props":{"text":{"$template":"Target: ${/caloriesGoal} kcal • Active: ${/activeCalories} kcal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/caloriesBreakdown","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["calsActive","calsBasal"]}}
+{"op":"add","path":"/elements/calsActive","value":{"type":"TextContent","props":{"text":"🔥 Active\n642 kcal"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calsBasal","value":{"type":"TextContent","props":{"text":"💤 Basal\n1,205 kcal"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/stepsToday","value":8423}
+{"op":"add","path":"/state/stepsGoal","value":10000}
+{"op":"add","path":"/state/stepsProgress","value":84}
+{"op":"add","path":"/state/stepsRemaining","value":1577}
+{"op":"add","path":"/state/caloriesBurned","value":1847}
+{"op":"add","path":"/state/caloriesGoal","value":2200}
+{"op":"add","path":"/state/caloriesProgress","value":84}
+{"op":"add","path":"/state/activeCalories","value":642}
+{"op":"add","path":"/elements/weeklyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weeklyHeader","weeklyChart","weeklySeries","weeklySummaryRow","weeklyTable"]}}
+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Workouts — Past 7 Days","subtitle":"Duration in minutes • Aug 10 – Aug 16"},"children":[]}}
+{"op":"add","path":"/elements/weeklyChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weeklySeries"],"variant":"grouped","yLabel":"Minutes","xLabel":"Day"},"children":[]}}
+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Workout Minutes","values":[45,30,60,0,50,75,40]},"children":[]}}
+{"op":"add","path":"/elements/weeklySummaryRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["summaryTotal","summaryAvg","summaryBest"]}}
+{"op":"add","path":"/elements/summaryTotal","value":{"type":"Tag","props":{"text":"Total: 300 min","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/summaryAvg","value":{"type":"Tag","props":{"text":"Avg: 43 min/day","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/summaryBest","value":{"type":"Tag","props":{"text":"Best: Sat 75 min","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/weeklyTable","value":{"type":"Table","props":{"columns":["colDay","colType","colMinutes","colStatus"]},"children":[]}}
+{"op":"add","path":"/elements/colDay","value":{"type":"Col","props":{"label":"Day","data":["Mon 08/10","Tue 08/11","Wed 08/12","Thu 08/13","Fri 08/14","Sat 08/15","Sun 08/16"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colType","value":{"type":"Col","props":{"label":"Workout","data":["Strength","Run","Yoga + Core","Rest","HIIT","Long Run","Mobility"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colMinutes","value":{"type":"Col","props":{"label":"Minutes","data":[45,30,60,0,50,75,40],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["✅ Done","✅ Done","✅ Done","— Rest","✅ Done","✅ Done","Today"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/workoutHistoryCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["historyHeader","historyList"]}}
+{"op":"add","path":"/elements/historyHeader","value":{"type":"TextContent","props":{"text":"Recent workouts detail","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/historyList","value":{"type":"ListBlock","props":{"variant":"number"},"children":["hItem1","hItem2","hItem3"]}}
+{"op":"add","path":"/elements/hItem1","value":{"type":"ListItem","props":{"title":"Sat — Long Run • 75 min","subtitle":"8.2 km • 612 kcal • Morning"},"children":[]}}
+{"op":"add","path":"/elements/hItem2","value":{"type":"ListItem","props":{"title":"Fri — HIIT Circuit • 50 min","subtitle":"Upper body + conditioning • 485 kcal"},"children":[]}}
+{"op":"add","path":"/elements/hItem3","value":{"type":"ListItem","props":{"title":"Wed — Yoga + Core • 60 min","subtitle":"Flexibility & stability • 210 kcal"},"children":[]}}
+{"op":"add","path":"/elements/logCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["logHeader","logForm"]}}
+{"op":"add","path":"/elements/logHeader","value":{"type":"CardHeader","props":{"title":"Log a New Workout","subtitle":"Add today's activity to update your weekly chart"},"children":[]}}
+{"op":"add","path":"/elements/logForm","value":{"type":"Form","props":{"name":"logWorkoutForm","buttons":"logButtons","fields":["fcType","fcDuration","fcCaloriesField","fcDate","fcNotes"]},"children":[]}}
+{"op":"add","path":"/elements/logButtons","value":{"type":"Buttons","props":{"buttons":["btnLog","btnClear"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnLog","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/btnClear","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/fcType","value":{"type":"FormControl","props":{"label":"Workout type","input":"selectType"},"children":[]}}
+{"op":"add","path":"/elements/selectType","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Choose workout","items":["itemStrength","itemCardio","itemYoga","itemHIIT","itemOther"],"value":""},"children":[]}}
+{"op":"add","path":"/elements/itemStrength","value":{"type":"SelectItem","props":{"value":"strength","label":"Strength Training"},"children":[]}}
+{"op":"add","path":"/elements/itemCardio","value":{"type":"SelectItem","props":{"value":"cardio","label":"Running / Cardio"},"children":[]}}
+{"op":"add","path":"/elements/itemYoga","value":{"type":"SelectItem","props":{"value":"yoga","label":"Yoga / Mobility"},"children":[]}}
+{"op":"add","path":"/elements/itemHIIT","value":{"type":"SelectItem","props":{"value":"hiit","label":"HIIT"},"children":[]}}
+{"op":"add","path":"/elements/itemOther","value":{"type":"SelectItem","props":{"value":"other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/fcDuration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"inputDuration","hint":"e.g. 45"},"children":[]}}
+{"op":"add","path":"/elements/inputDuration","value":{"type":"Input","props":{"name":"duration","placeholder":"30","type":"number","value":""},"children":[]}}
+{"op":"add","path":"/elements/fcCaloriesField","value":{"type":"FormControl","props":{"label":"Calories burned (kcal)","input":"inputCalories","hint":"Estimated or from tracker"},"children":[]}}
+{"op":"add","path":"/elements/inputCalories","value":{"type":"Input","props":{"name":"calories","placeholder":"250","type":"number","value":""},"children":[]}}
+{"op":"add","path":"/elements/fcDate","value":{"type":"FormControl","props":{"label":"Date","input":"dateInput"},"children":[]}}
+{"op":"add","path":"/elements/dateInput","value":{"type":"DatePicker","props":{"name":"workoutDate","mode":"single","value":[]},"children":[]}}
+{"op":"add","path":"/elements/fcNotes","value":{"type":"FormControl","props":{"label":"Notes (optional)","input":"textNotes"},"children":[]}}
+{"op":"add","path":"/elements/textNotes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"How did it feel? Add notes...","rows":2,"value":""},"children":[]}}
+{"op":"add","path":"/state/formLog","value":{"workoutType":"","duration":"","calories":"","workoutDate":[],"notes":""}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..4114854b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,93 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerWrap","statsRow","stepsCard","caloriesCard","weeklyCard","logCard"]}}
+{"op":"add","path":"/elements/headerWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle","headerMetaRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Daily Summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Track your progress and keep the momentum going","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["dateText","streakBadge"]}}
+{"op":"add","path":"/elements/dateText","value":{"type":"TextContent","props":{"text":{"$template":"${/todayDate} • ${/greeting}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/streakBadge","value":{"type":"Tag","props":{"text":{"$template":"🔥 ${/streak} day streak"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Monday, Aug 18"}
+{"op":"add","path":"/state/greeting","value":"Good morning, Alex"}
+{"op":"add","path":"/state/streak","value":12}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statSteps","statCal","statWorkout"]}}
+{"op":"add","path":"/elements/statSteps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"start"},"children":["statStepsLabel","statStepsValue","statStepsGoal","statStepsProgress"]}}
+{"op":"add","path":"/elements/statStepsLabel","value":{"type":"TextContent","props":{"text":"STEPS TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statStepsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stepsToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statStepsGoal","value":{"type":"TextContent","props":{"text":{"$template":"of ${/stepsGoal} goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statStepsProgress","value":{"type":"Progress","props":{"value":{"$state":"/stepsProgress"},"label":{"$template":"${/stepsProgress}% to goal"}},"children":[]}}
+{"op":"add","path":"/state/stepsToday","value":7842}
+{"op":"add","path":"/state/stepsGoal","value":10000}
+{"op":"add","path":"/state/stepsProgress","value":78}
+{"op":"add","path":"/elements/statCal","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"start"},"children":["statCalLabel","statCalValue","statCalSub","statCalProgress"]}}
+{"op":"add","path":"/elements/statCalLabel","value":{"type":"TextContent","props":{"text":"CALORIES BURNED","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCalValue","value":{"type":"TextContent","props":{"text":{"$template":"${/caloriesBurned} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statCalSub","value":{"type":"TextContent","props":{"text":{"$template":"${/caloriesRemaining} kcal to ${/caloriesGoal}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCalProgress","value":{"type":"Progress","props":{"value":{"$state":"/caloriesProgress"},"label":"Active calories"},"children":[]}}
+{"op":"add","path":"/state/caloriesBurned","value":482}
+{"op":"add","path":"/state/caloriesGoal","value":600}
+{"op":"add","path":"/state/caloriesProgress","value":80}
+{"op":"add","path":"/state/caloriesRemaining","value":118}
+{"op":"add","path":"/elements/statWorkout","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"start"},"children":["statWorkoutLabel","statWorkoutValue","statWorkoutSub","statWorkoutTag"]}}
+{"op":"add","path":"/elements/statWorkoutLabel","value":{"type":"TextContent","props":{"text":"WEEKLY WORKOUTS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statWorkoutValue","value":{"type":"TextContent","props":{"text":{"$template":"${/workoutsThisWeek} / 5"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statWorkoutSub","value":{"type":"TextContent","props":{"text":"4-day streak • 312 min total","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statWorkoutTag","value":{"type":"Tag","props":{"text":"On track ✓","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/workoutsThisWeek","value":4}
+{"op":"add","path":"/elements/stepsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stepsCardHeader","stepsProgressBar","stepsGoalText","stepsRemainingText","stepsCallout"]}}
+{"op":"add","path":"/elements/stepsCardHeader","value":{"type":"CardHeader","props":{"title":"Steps • Today vs Goal","subtitle":"You're 2,158 steps away from your daily goal"},"children":[]}}
+{"op":"add","path":"/elements/stepsProgressBar","value":{"type":"Progress","props":{"value":{"$state":"/stepsProgress"},"label":{"$template":"${/stepsToday} / ${/stepsGoal} steps"}},"children":[]}}
+{"op":"add","path":"/elements/stepsGoalText","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["stepsGoalLeft","stepsGoalRight"]}}
+{"op":"add","path":"/elements/stepsGoalLeft","value":{"type":"TextContent","props":{"text":{"$template":"Goal: ${/stepsGoal} steps"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stepsGoalRight","value":{"type":"TextContent","props":{"text":{"$template":"Remaining: ${/stepsRemaining} steps"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stepsRemainingText","value":{"type":"TextContent","props":{"text":"Tip: A 15-min walk after lunch will get you to ~9,200 steps.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stepsCallout","value":{"type":"Callout","props":{"variant":"success","title":"Great pace!","description":"You've hit 78% of your goal before 4pm — ahead of yesterday by 12%."},"children":[]}}
+{"op":"add","path":"/state/stepsRemaining","value":2158}
+{"op":"add","path":"/elements/caloriesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["caloriesCardHeader","caloriesMainRow","caloriesProgressBar","caloriesTags","caloriesBreakdownText"]}}
+{"op":"add","path":"/elements/caloriesCardHeader","value":{"type":"CardHeader","props":{"title":"Calories Burned","subtitle":"Active calories • Does not include basal metabolism"},"children":[]}}
+{"op":"add","path":"/elements/caloriesMainRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between"},"children":["caloriesMainValue","caloriesMainSide"]}}
+{"op":"add","path":"/elements/caloriesMainValue","value":{"type":"TextContent","props":{"text":{"$template":"${/caloriesBurned}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/caloriesMainSide","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["caloriesUnit","caloriesGoalSmall"]}}
+{"op":"add","path":"/elements/caloriesUnit","value":{"type":"TextContent","props":{"text":"kcal today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/caloriesGoalSmall","value":{"type":"TextContent","props":{"text":{"$template":"Goal ${/caloriesGoal} kcal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/caloriesProgressBar","value":{"type":"Progress","props":{"value":{"$state":"/caloriesProgress"},"label":{"$template":"${/caloriesProgress}% of daily burn goal"}},"children":[]}}
+{"op":"add","path":"/elements/caloriesTags","value":{"type":"TagBlock","props":{"tags":["Morning Run • 210 kcal","Strength • 165 kcal","Walking • 107 kcal"]},"children":[]}}
+{"op":"add","path":"/elements/caloriesBreakdownText","value":{"type":"TextContent","props":{"text":"You’re 118 kcal away from your burn goal. Log a quick workout to close the ring.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weeklyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weeklyHeader","weeklyChart","weeklySeries","weeklySummaryText","weeklyLegend"]}}
+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Workouts — Past 7 Days","subtitle":"Minutes per day • Tap bars to see details"},"children":[]}}
+{"op":"add","path":"/elements/weeklyChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weeklySeries"],"variant":"grouped","yLabel":"Minutes","xLabel":"Day"},"children":[]}}
+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Workout Minutes","values":[45,60,0,75,50,90,35]},"children":[]}}
+{"op":"add","path":"/elements/weeklySummaryText","value":{"type":"TextContent","props":{"text":"Total: 355 min • Avg: 51 min/day • Best day: Saturday (90 min) • Rest day: Wednesday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weeklyLegend","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between"},"children":["weeklyLegendLeft","weeklyLegendRight"]}}
+{"op":"add","path":"/elements/weeklyLegendLeft","value":{"type":"Tag","props":{"text":"4 workouts completed","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/weeklyLegendRight","value":{"type":"Tag","props":{"text":"1 rest day","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/logCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["logHeader","logForm","formButtons","recentListCard"]}}
+{"op":"add","path":"/elements/logHeader","value":{"type":"CardHeader","props":{"title":"Log a New Workout","subtitle":"Add it now and see your weekly chart update instantly"},"children":[]}}
+{"op":"add","path":"/elements/logForm","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["fcType","fcDuration","fcCalories","fcNotes"]}}
+{"op":"add","path":"/elements/fcType","value":{"type":"FormControl","props":{"label":"Workout Type","input":"selectType"},"children":[]}}
+{"op":"add","path":"/elements/selectType","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Choose type","items":["itemRun","itemStrength","itemHIIT","itemYoga","itemCardio"],"value":{"$bindState":"/newWorkout/type"}},"children":[]}}
+{"op":"add","path":"/elements/itemRun","value":{"type":"SelectItem","props":{"value":"Run","label":"🏃 Run"},"children":[]}}
+{"op":"add","path":"/elements/itemStrength","value":{"type":"SelectItem","props":{"value":"Strength","label":"🏋️ Strength"},"children":[]}}
+{"op":"add","path":"/elements/itemHIIT","value":{"type":"SelectItem","props":{"value":"HIIT","label":"⚡ HIIT"},"children":[]}}
+{"op":"add","path":"/elements/itemYoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"🧘 Yoga"},"children":[]}}
+{"op":"add","path":"/elements/itemCardio","value":{"type":"SelectItem","props":{"value":"Cardio","label":"🚴 Cardio"},"children":[]}}
+{"op":"add","path":"/elements/fcDuration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"inputDuration","hint":"e.g., 30"},"children":[]}}
+{"op":"add","path":"/elements/inputDuration","value":{"type":"Input","props":{"name":"duration","placeholder":"30","type":"number","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/fcCalories","value":{"type":"FormControl","props":{"label":"Calories (optional)","input":"inputCalories","hint":"Estimated burn"},"children":[]}}
+{"op":"add","path":"/elements/inputCalories","value":{"type":"Input","props":{"name":"calories","placeholder":"180","type":"number","value":{"$bindState":"/newWorkout/calories"}},"children":[]}}
+{"op":"add","path":"/elements/fcNotes","value":{"type":"FormControl","props":{"label":"Notes","input":"inputNotes"},"children":[]}}
+{"op":"add","path":"/elements/inputNotes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"How did it feel? (optional)","rows":2,"value":{"$bindState":"/newWorkout/notes"}},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":"","notes":""}}
+{"op":"add","path":"/elements/formButtons","value":{"type":"Buttons","props":{"buttons":["btnLog"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnLog","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"},"notes":{"$state":"/newWorkout/notes"},"time":"Just now"},"clearStatePath":"/newWorkout"}}},"children":[]}}
+{"op":"add","path":"/elements/recentListCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["recentHeader","recentListContainer"]}}
+{"op":"add","path":"/elements/recentHeader","value":{"type":"TextContent","props":{"text":"Recent workouts today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recentListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["recentItem"]}}
+{"op":"add","path":"/elements/recentItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["recentItemLeft","recentItemRight"]}}
+{"op":"add","path":"/elements/recentItemLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["recentItemTitle","recentItemSubtitle"]}}
+{"op":"add","path":"/elements/recentItemTitle","value":{"type":"TextContent","props":{"text":{"$template":"${type} • ${duration} min"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recentItemSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"${calories} kcal • ${notes}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/recentItemRight","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","type":"Run","duration":"32","calories":"210","notes":"Morning run • Park loop","time":"07:30 AM"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","type":"Strength","duration":"40","calories":"165","notes":"Upper body • Push day","time":"12:15 PM"}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"w3","type":"Walking","duration":"18","calories":"107","notes":"Lunch walk","time":"01:45 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..e50c2e969
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,73 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBlock","statsRow","weeklyCard","logCard","recentCard"]}}
+{"op":"add","path":"/elements/headerBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Daily Summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Monday, Aug 18 • Stay consistent — you're 78% to your step goal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["stepsCard","caloriesCard"]}}
+{"op":"add","path":"/elements/stepsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stepsHeader","stepsCount","stepsProgress","stepsGoal","stepsTagRow"]}}
+{"op":"add","path":"/elements/stepsHeader","value":{"type":"CardHeader","props":{"title":"Steps Today","subtitle":"Daily goal: 10,000 steps"},"children":[]}}
+{"op":"add","path":"/elements/stepsCount","value":{"type":"TextContent","props":{"text":{"$template":"${/stepsToday} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stepsProgress","value":{"type":"Progress","props":{"value":78,"label":"78% of goal"},"children":[]}}
+{"op":"add","path":"/elements/stepsGoal","value":{"type":"TextContent","props":{"text":{"$template":"${/stepsToday} / ${/stepGoal} • ${/stepsRemaining} steps to go"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stepsTagRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs"},"children":["stepsTag"]}}
+{"op":"add","path":"/elements/stepsTag","value":{"type":"Tag","props":{"text":"On track • 2,158 left","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/stepsToday","value":7842}
+{"op":"add","path":"/state/stepGoal","value":10000}
+{"op":"add","path":"/state/stepsRemaining","value":2158}
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+{"op":"add","path":"/elements/caloriesHeader","value":{"type":"CardHeader","props":{"title":"Calories Burned","subtitle":"Active + workouts today"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..556cec26a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,77 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..898c80530
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r1.txt
@@ -0,0 +1,79 @@
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+{"op":"add","path":"/elements/heroEyebrowTag","value":{"type":"Tag","props":{"text":"DESIGN • OPEN","variant":"info","size":"sm"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..fa415630d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r2.txt
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new file mode 100644
index 000000000..da3c369d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r3.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..335fb5231
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-job__r4.txt
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+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Fable is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. • Posted May 12, 2026 • Job ID: DS-SPD-2026","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..f73ab8c70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiGrid","revenueTrendCard","productsCard","actionsCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["heading","subHeading","headerMetaRow"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Monthly Sales Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"Founder overview — August 2026 · All figures updated today at 9:00 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["dateBadge","statusTag","headerHint"]}}
+{"op":"add","path":"/elements/dateBadge","value":{"type":"Badge","props":{"text":"August 2026","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/statusTag","value":{"type":"Tag","props":{"text":"● Live","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/headerHint","value":{"type":"TextContent","props":{"text":"FY 2026 · Month-to-date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["revenueKpi","conversionKpi","aovKpi"]}}
+{"op":"add","path":"/elements/revenueKpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenueLabel","revenueValue","revenueChangeRow","revenueSub"]}}
+{"op":"add","path":"/elements/revenueLabel","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenueValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueDisplay}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/revenueChangeTag","value":{"type":"Tag","props":{"text":"↑ 8.4% vs July","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/revenueChangeText","value":{"type":"TextContent","props":{"text":"$78,200 → $84,750","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenueSub","value":{"type":"TextContent","props":{"text":"Net sales, refunds excluded","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversionKpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversionLabel","conversionValue","conversionProgress","conversionHint"]}}
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+{"op":"add","path":"/elements/aovTrend","value":{"type":"Tag","props":{"text":"↑ 2.1% MoM","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/aovSub","value":{"type":"TextContent","props":{"text":"Helps explain revenue lift","size":"small"},"children":[]}}
+{"op":"add","path":"/state/revenueDisplay","value":"84,750"}
+{"op":"add","path":"/state/conversionDisplay","value":"3.82%"}
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+{"op":"add","path":"/elements/trendStatGrowth","value":{"type":"TextContent","props":{"text":"**6-mo growth:** +24.2%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trendStatTotal","value":{"type":"TextContent","props":{"text":"**6-mo total:** $458,250","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/productsHeader","value":{"type":"CardHeader","props":{"title":"Three best-selling products","subtitle":"By units sold in August · Includes all channels"},"children":[]}}
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+{"op":"add","path":"/elements/chartLegend","value":{"type":"TextContent","props":{"text":"Units sold this month","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/colProduct","value":{"type":"Col","props":{"label":"Product","data":["TrailForm Pro Bottle","Summit Pack 28L","BaseCamp Merino Tee"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/actionsButtons","value":{"type":"Buttons","props":{"buttons":["btnCsv","btnPdf"],"direction":"row"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..e9db795c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,55 @@
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+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerText","headerActions"]}}
+{"op":"add","path":"/elements/headerText","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"May 2026 • Founder's overview"},"children":[]}}
+{"op":"add","path":"/elements/headerActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["badgeLive","btnDownloadTop"]}}
+{"op":"add","path":"/elements/badgeLive","value":{"type":"Badge","props":{"text":"Closed • May 1–31","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/btnDownloadTop","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/kpiGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["revenueKpi","conversionKpi"]}}
+{"op":"add","path":"/elements/revenueKpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenueKpiHeader","revenueKpiValue","revenueKpiMeta"]}}
+{"op":"add","path":"/elements/revenueKpiHeader","value":{"type":"CardHeader","props":{"title":"Revenue this month","subtitle":"Total net sales"},"children":[]}}
+{"op":"add","path":"/elements/revenueKpiValue","value":{"type":"TextContent","props":{"text":{"$state":"/revenueFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenueKpiMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["revenueKpiChange","revenueKpiSub"]}}
+{"op":"add","path":"/elements/revenueKpiChange","value":{"type":"Badge","props":{"text":{"$state":"/revenueChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/revenueKpiSub","value":{"type":"TextContent","props":{"text":"vs $121,100 in April","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversionKpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversionKpiHeader","conversionKpiValue","conversionKpiProgress","conversionKpiSub"]}}
+{"op":"add","path":"/elements/conversionKpiHeader","value":{"type":"CardHeader","props":{"title":"Conversion","subtitle":"Sessions → paid orders"},"children":[]}}
+{"op":"add","path":"/elements/conversionKpiValue","value":{"type":"TextContent","props":{"text":{"$state":"/conversionLabel"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversionKpiProgress","value":{"type":"Progress","props":{"value":{"$state":"/conversionRate"},"label":"of 31,420 sessions converted"},"children":[]}}
+{"op":"add","path":"/elements/conversionKpiSub","value":{"type":"TextContent","props":{"text":"+0.42pp vs April (3.42%) • 1,207 orders","size":"small"},"children":[]}}
+{"op":"add","path":"/state/revenueFormatted","value":"$127,430"}
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+{"op":"add","path":"/state/conversionRate","value":3.84}
+{"op":"add","path":"/state/conversionLabel","value":"3.84%"}
+{"op":"add","path":"/elements/chartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartHeader","chartSub","revenueChart"]}}
+{"op":"add","path":"/elements/chartHeader","value":{"type":"Heading","props":{"text":"Revenue trend — last 6 months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/chartSub","value":{"type":"TextContent","props":{"text":"Dec 2025 to May 2026 • Net revenue after refunds. May is your highest month in the half-year.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/productsHeader","value":{"type":"Heading","props":{"text":"Best-selling products","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/downloadActions","value":{"type":"Buttons","props":{"direction":"row"},"children":["btnCsv","btnPdf"]}}
+{"op":"add","path":"/elements/btnCsv","value":{"type":"Button","props":{"label":"Download CSV (detailed)","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btnPdf","value":{"type":"Button","props":{"label":"Download PDF summary","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/downloadSuccess","value":{"type":"Callout","props":{"variant":"success","title":"Download ready","description":"may-2026-sales-report.csv (42 KB) — revenue, 6-month trend, top products, and conversion included."},"visible":{"$state":"/downloadDone","eq":true},"children":[]}}
+{"op":"add","path":"/state/downloadDone","value":false}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..fc1087073
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/downloadHeader","value":{"type":"CardHeader","props":{"title":"Download the Numbers","subtitle":"Export full August data for accounting & investors"},"children":[]}}
+{"op":"add","path":"/elements/downloadButtons","value":{"type":"Buttons","props":{"direction":"row","buttons":["downloadBtn","downloadBtnSecondary"]},"children":[]}}
+{"op":"add","path":"/elements/downloadBtn","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadReady","value":true}}},"children":[]}}
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+{"op":"add","path":"/state/downloadReady","value":false}
+{"op":"add","path":"/elements/downloadCallout","value":{"type":"Callout","props":{"variant":"success","title":"Download started","description":"august-2026-sales-report.csv (42 KB) • Includes revenue, 6-month trend, top products & conversion."},"visible":{"$state":"/downloadReady","eq":true},"children":[]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Data refreshed Aug 18, 2026 at 08:00 UTC • Source: Stripe + Shopify • Next monthly check Sep 18","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..93d3c0bfa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,99 @@
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+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Monthly Sales Check — May 2026","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Founder view • Closed month • All figures in USD • Updated May 31, 11:59pm UTC","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/headerDate","value":{"type":"TextContent","props":{"text":"Period: Dec 2025 — May 2026","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/revenueTag","value":{"type":"Tag","props":{"text":"▲ +8.3% vs Apr","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/revenueChangeText","value":{"type":"TextContent","props":{"text":"$78,200 → $84,750","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/productUnits/2","value":760}
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+{"op":"add","path":"/elements/downloadSuccess","value":{"type":"Callout","props":{"variant":"success","title":"Download ready — may-2026-sales.csv","description":"84750 revenue • 3.8% conversion • 3 products • 6 months trend. File saved to downloads."},"visible":{"$state":"/downloadStatus","eq":true},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..22f29bc04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,88 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..a9d404611
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,85 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..7b29e7b8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,83 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..8d93bde83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,83 @@
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+{"op":"add","path":"/elements/team-section-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["team-section-title","team-section-count"]}}
+{"op":"add","path":"/elements/team-section-title","value":{"type":"Heading","props":{"text":"Today's Updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/team-section-count","value":{"type":"Badge","props":{"text":{"$template":"${/stats/completed}/${/stats/total} posted"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/team-list-container","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/teammates","key":"id"},"children":["team-card"]}}
+{"op":"add","path":"/elements/team-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["team-card-top","team-card-yesterday","team-card-today","team-card-blocker-row"]}}
+{"op":"add","path":"/elements/team-card-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["team-card-left","team-status-badge"]}}
+{"op":"add","path":"/elements/team-card-left","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["team-avatar","team-name-col"]}}
+{"op":"add","path":"/elements/team-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"fallback"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/team-name-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["team-name","team-role"]}}
+{"op":"add","path":"/elements/team-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/team-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/team-status-badge","value":{"type":"Badge","props":{"text":{"$item":"statusLabel"},"variant":{"$item":"statusVariant"}},"children":[]}}
+{"op":"add","path":"/elements/team-card-yesterday","value":{"type":"TextContent","props":{"text":{"$template":"**Yesterday:** ${yesterday}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/team-card-today","value":{"type":"TextContent","props":{"text":{"$template":"**Today:** ${today}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/team-card-blocker-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["team-card-blocker-icon","team-card-blocker"]}}
+{"op":"add","path":"/elements/team-card-blocker-icon","value":{"type":"TextContent","props":{"text":"⛔","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/team-card-blocker","value":{"type":"TextContent","props":{"text":{"$template":"Blockers: ${blocker}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/teammates","value":[]}
+{"op":"add","path":"/state/teammates/0","value":{"id":"u1","name":"Alex Rivera","role":"Engineering Lead • NYC (EST)","fallback":"AR","statusLabel":"✓ Updated 08:12 UTC","statusVariant":"secondary","yesterday":"Shipped auth refactor PR #482, reviewed 3 PRs","today":"Deploy auth to staging, pair with Priya on Stripe integration","blocker":"None ✅","blocked":false}}
+{"op":"add","path":"/state/teammates/1","value":{"id":"u2","name":"Priya Sharma","role":"Frontend Engineer • Berlin (CET)","fallback":"PS","statusLabel":"⚠ Blocked","statusVariant":"destructive","yesterday":"Built checkout UI, waiting on API","today":"Finish payment flow once unblocked, add unit tests","blocker":"Waiting on API keys for Stripe sandbox","blocked":true}}
+{"op":"add","path":"/state/teammates/2","value":{"id":"u3","name":"Jordan Kim","role":"Backend Engineer • Seoul (KST)","fallback":"JK","statusLabel":"✓ Updated 07:45 UTC","statusVariant":"secondary","yesterday":"Fixed webhook retry logic, added Datadog alerts","today":"Load testing for checkout, document runbook","blocker":"None ✅","blocked":false}}
+{"op":"add","path":"/state/teammates/3","value":{"id":"u4","name":"Sofia Patel","role":"PM • London (GMT)","fallback":"SP","statusLabel":"○ Missing","statusVariant":"outline","yesterday":"— No update yet —","today":"— No update yet —","blocker":"—","blocked":false}}
+{"op":"add","path":"/state/teammates/4","value":{"id":"u5","name":"Marcus Chen","role":"Product Designer • Toronto (EST)","fallback":"MC","statusLabel":"⚠ Blocked","statusVariant":"destructive","yesterday":"Finalized mobile nav, exported assets","today":"Handoff Q3 system components, user testing prep","blocker":"Figma file permissions revoked","blocked":true}}
+{"op":"add","path":"/state/teammates/5","value":{"id":"u6","name":"You • Remote","role":"Your update • Due today","fallback":"ME","statusLabel":"○ Missing — Post below","statusVariant":"outline","yesterday":"—","today":"—","blocker":"—","blocked":false}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-header","post-form-grid","post-actions","post-hint"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Visible to the team instantly • Markdown supported"},"children":[]}}
+{"op":"add","path":"/elements/post-form-grid","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["post-yesterday-control","post-today-control","post-blocker-control","post-blocked-toggle"]}}
+{"op":"add","path":"/elements/post-yesterday-control","value":{"type":"FormControl","props":{"label":"Yesterday — What did you do?","hint":"Keep it concise, link PRs if relevant"},"children":["post-yesterday-input"]}}
+{"op":"add","path":"/elements/post-yesterday-input","value":{"type":"TextArea","props":{"name":"yesterday","placeholder":"e.g., Shipped onboarding flow PR #481, fixed login bug...","rows":2,"value":{"$bindState":"/newUpdate/yesterday"}},"children":[]}}
+{"op":"add","path":"/elements/post-today-control","value":{"type":"FormControl","props":{"label":"Today — What will you do?","hint":"Your plan for today"},"children":["post-today-input"]}}
+{"op":"add","path":"/elements/post-today-input","value":{"type":"TextArea","props":{"name":"today","placeholder":"e.g., Deploy to staging, pair with Alex on auth...","rows":2,"value":{"$bindState":"/newUpdate/today"}},"children":[]}}
+{"op":"add","path":"/elements/post-blocker-control","value":{"type":"FormControl","props":{"label":"Blockers","hint":"Leave as 'None' if you're clear"},"children":["post-blocker-input"]}}
+{"op":"add","path":"/elements/post-blocker-input","value":{"type":"Input","props":{"name":"blocker","placeholder":"None or describe blocker...","value":{"$bindState":"/newUpdate/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-blocked-toggle","value":{"type":"SwitchGroup","props":{"name":"blockedToggle","variant":"clear"},"children":["post-blocked-switch-item"]}}
+{"op":"add","path":"/elements/post-blocked-switch-item","value":{"type":"SwitchItem","props":{"label":"I'm blocked and need help","description":"This will highlight your update in the Blocked section","name":"isBlocked"},"children":[]}}
+{"op":"add","path":"/elements/post-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["post-submit-button","post-clear-button"]}}
+{"op":"add","path":"/elements/post-submit-button","value":{"type":"Button","props":{"label":"Post Update →","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/teammates","value":{"id":"$id","name":"You • Remote","role":"Your update • Just now","fallback":"ME","statusLabel":"✓ Updated just now","statusVariant":"secondary","yesterday":{"$state":"/newUpdate/yesterday"},"today":{"$state":"/newUpdate/today"},"blocker":{"$state":"/newUpdate/blocker"},"blocked":false},"clearStatePath":"/newUpdate"}}},"children":[]}}
+{"op":"add","path":"/elements/post-clear-button","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newUpdate","value":{"yesterday":"","today":"","blocker":"None"}}}},"children":[]}}
+{"op":"add","path":"/elements/post-hint","value":{"type":"TextContent","props":{"text":"Posting will add you to Today's Updates and reduce the missing count. Your team gets notified in Slack.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/newUpdate","value":{"yesterday":"","today":"","blocker":"None"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..f69db1324
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","controlsRow","alertBanner","listHeaderCard","itemsContainer","emptyState","reorderQueueCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["headingTitle","subHeading","statsRow"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Low Inventory Warning","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"6 items at or below threshold • Last checked today 08:42 AM • Store #042 - Downtown","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statLowCard","statThresholdCard","statCriticalCard"]}}
+{"op":"add","path":"/elements/statLowCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statLowNumber","statLowLabel"]}}
+{"op":"add","path":"/elements/statLowNumber","value":{"type":"TextContent","props":{"text":{"$template":"${/lowItemsCount} items"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statLowLabel","value":{"type":"TextContent","props":{"text":"Running low","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statThresholdNumber","statThresholdLabel"]}}
+{"op":"add","path":"/elements/statThresholdNumber","value":{"type":"TextContent","props":{"text":{"$template":"≤ ${/threshold} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdLabel","value":{"type":"TextContent","props":{"text":"Warning threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["statCriticalNumber","statCriticalLabel"]}}
+{"op":"add","path":"/elements/statCriticalNumber","value":{"type":"TextContent","props":{"text":"2 critical","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalLabel","value":{"type":"TextContent","props":{"text":"≤ 3 units left","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["searchFormControl","thresholdFormControl"]}}
+{"op":"add","path":"/elements/searchFormControl","value":{"type":"FormControl","props":{"label":"Search low-stock items","input":"searchInput","hint":"Filter by name, SKU or category"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"Search Espresso, Oat Milk, COF-001...","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/thresholdFormControl","value":{"type":"FormControl","props":{"label":"Warning threshold","input":"thresholdInput","hint":"Items at or below this trigger the warning"},"children":[]}}
+{"op":"add","path":"/elements/thresholdInput","value":{"type":"Input","props":{"name":"threshold","placeholder":"10","type":"number","value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/state/lowItemsCount","value":6}
+{"op":"add","path":"/elements/alertBanner","value":{"type":"Callout","props":{"variant":"warning","title":"Action required — stock below threshold","description":"Items listed below have fallen to or below your warning threshold. Reorder soon to avoid stock-outs. Threshold is currently set to ≤ 10 units."},"children":[]}}
+{"op":"add","path":"/elements/listHeaderCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["listHeaderTitle","listHeaderSubtitle","thresholdDisplay"]}}
+{"op":"add","path":"/elements/listHeaderTitle","value":{"type":"Heading","props":{"text":"Items running low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/listHeaderSubtitle","value":{"type":"TextContent","props":{"text":"Sorted by lowest stock first • Showing items with remaining units ≤ threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdDisplay","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"Threshold: ≤ ${/threshold} units triggers warning"},"description":"Adjust the threshold input above to change sensitivity. All items at or below this value appear in this list."},"children":[]}}
+{"op":"add","path":"/elements/itemsContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowItems","key":"id"},"children":["itemCard"]}}
+{"op":"add","path":"/elements/itemCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["itemTopRow","itemProgress","itemActionRow"]}}
+{"op":"add","path":"/elements/itemTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"start"},"children":["itemInfo","itemStockBlock"]}}
+{"op":"add","path":"/elements/itemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["itemNameText","itemSkuText","itemCategoryTag"]}}
+{"op":"add","path":"/elements/itemNameText","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/itemSkuText","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} • Supplier: ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemCategoryTag","value":{"type":"Tag","props":{"text":{"$template":"${category}"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/itemStockBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["itemRemainingText","itemRemainingLabel","itemThresholdHint"]}}
+{"op":"add","path":"/elements/itemRemainingText","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/itemRemainingLabel","value":{"type":"TextContent","props":{"text":"remaining","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemThresholdHint","value":{"type":"Badge","props":{"text":{"$template":"threshold ≤ ${threshold}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/itemProgress","value":{"type":"Progress","props":{"value":{"$item":"remaining"},"label":{"$template":"Stock level: ${remaining} / ${threshold} threshold"}},"children":[]}}
+{"op":"add","path":"/elements/itemActionRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["itemLastOrdered","reorderButton"]}}
+{"op":"add","path":"/elements/itemLastOrdered","value":{"type":"TextContent","props":{"text":{"$template":"Last ordered: ${lastOrdered} • Lead time: ${leadTime}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderButton","value":{"type":"Button","props":{"label":{"$template":"Reorder ${name}"},"variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","name":{"$item":"name"},"sku":{"$item":"sku"},"remaining":{"$item":"remaining"}}}}},"children":[]}}
+{"op":"add","path":"/state/lowItems","value":[]}
+{"op":"add","path":"/state/lowItems/0","value":{"id":"1","name":"Paper Cups 12oz (500pk)","sku":"SUP-412","category":"Supplies","remaining":2,"threshold":10,"supplier":"PackPro","lastOrdered":"2026-08-10","leadTime":"2 days"}}
+{"op":"add","path":"/state/lowItems/1","value":{"id":"2","name":"Cleaning Tablets","sku":"CLN-088","category":"Supplies","remaining":3,"threshold":8,"supplier":"CleanCo","lastOrdered":"2026-08-12","leadTime":"1 day"}}
+{"op":"add","path":"/state/lowItems/2","value":{"id":"3","name":"Espresso Beans - Dark Roast","sku":"COF-001","category":"Beverages","remaining":4,"threshold":10,"supplier":"BeanCo","lastOrdered":"2026-08-08","leadTime":"3 days"}}
+{"op":"add","path":"/state/lowItems/3","value":{"id":"4","name":"Oat Milk 1L","sku":"DAI-203","category":"Dairy Alt","remaining":6,"threshold":10,"supplier":"Oatly Supply","lastOrdered":"2026-08-11","leadTime":"2 days"}}
+{"op":"add","path":"/state/lowItems/4","value":{"id":"5","name":"Vanilla Syrup 750ml","sku":"SYR-015","category":"Beverages","remaining":8,"threshold":10,"supplier":"SyrupWorks","lastOrdered":"2026-08-09","leadTime":"4 days"}}
+{"op":"add","path":"/state/lowItems/5","value":{"id":"6","name":"Croissants Frozen (48pk)","sku":"BAK-331","category":"Bakery","remaining":9,"threshold":12,"supplier":"BakeFresh","lastOrdered":"2026-08-07","leadTime":"1 day"}}
+{"op":"add","path":"/elements/emptyState","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["emptyStateText"]}}
+{"op":"add","path":"/elements/emptyStateText","value":{"type":"TextContent","props":{"text":{"$template":"Searching for \"${/searchQuery}\" — no matches in low-stock list. Try a different name or SKU."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reorderQueueHeader","reorderQueueListContainer","reorderActions"]}}
+{"op":"add","path":"/elements/reorderQueueHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["reorderQueueTitle","reorderQueueCount"]}}
+{"op":"add","path":"/elements/reorderQueueTitle","value":{"type":"Heading","props":{"text":"Reorder queue","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueCount","value":{"type":"Badge","props":{"text":{"$template":"${/reorderQueueCount} pending"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/reorderQueueCount","value":0}
+{"op":"add","path":"/elements/reorderQueueListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["reorderQueueItemCard"]}}
+{"op":"add","path":"/elements/reorderQueueItemCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["reorderQueueItemName","reorderQueueRemoveButton"]}}
+{"op":"add","path":"/elements/reorderQueueItemName","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${sku}) — ${remaining} left"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueRemoveButton","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorderQueue","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+{"op":"add","path":"/elements/reorderActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"end"},"children":["clearQueueButton","submitReorderButton"]}}
+{"op":"add","path":"/elements/clearQueueButton","value":{"type":"Button","props":{"label":"Clear queue","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderQueue","value":[]}}},"children":[]}}
+{"op":"add","path":"/elements/submitReorderButton","value":{"type":"Button","props":{"label":"Submit reorder request","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reorderSubmitted","value":false}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..b5b97c70e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,91 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","statsRow","controlsCard","alertCritical","inventoryListCard","reorderSummaryCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Low Inventory Warnings","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Monitor stock levels and reorder before you run out. Threshold-based alerts.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["headerBadge","headerActionBtn"]}}
+{"op":"add","path":"/elements/headerBadge","value":{"type":"Badge","props":{"text":"6 items below threshold","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/headerActionBtn","value":{"type":"Button","props":{"label":"Export Report","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statTotal","statThresholdCard","statCriticalCard"]}}
+{"op":"add","path":"/elements/statTotal","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["statTotalLabel","statTotalValue","statTotalHint"]}}
+{"op":"add","path":"/elements/statTotalLabel","value":{"type":"TextContent","props":{"text":"ITEMS RUNNING LOW","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statTotalValue","value":{"type":"Heading","props":{"text":"6 items","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/statTotalHint","value":{"type":"TextContent","props":{"text":"out of 84 tracked SKUs","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["statThresholdLabel","statThresholdValue","statThresholdHint"]}}
+{"op":"add","path":"/elements/statThresholdLabel","value":{"type":"TextContent","props":{"text":"WARNING THRESHOLD","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdValue","value":{"type":"Heading","props":{"text":{"$template":"≤ ${/threshold} units"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdHint","value":{"type":"TextContent","props":{"text":"Adjust slider below to change sensitivity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["statCriticalLabel","statCriticalValue","statCriticalHint"]}}
+{"op":"add","path":"/elements/statCriticalLabel","value":{"type":"TextContent","props":{"text":"CRITICAL (≤ 5 units)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalValue","value":{"type":"Heading","props":{"text":"3 items","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalHint","value":{"type":"TextContent","props":{"text":"Needs immediate reorder","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controlsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["controlsHeader","controlsInner","controlsFooter"]}}
+{"op":"add","path":"/elements/controlsHeader","value":{"type":"CardHeader","props":{"title":"Search & Threshold Controls","subtitle":"Filter the low-stock list or tune when warnings trigger"},"children":[]}}
+{"op":"add","path":"/elements/controlsInner","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["searchControl","categoryControl","thresholdControl"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search items","input":"searchInput","hint":"By name, SKU or supplier"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"Search e.g. 'Oat Milk' or 'SKU-1042'","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/categoryControl","value":{"type":"FormControl","props":{"label":"Category","input":"categorySelect"},"children":[]}}
+{"op":"add","path":"/elements/categorySelect","value":{"type":"Select","props":{"name":"category","items":["catAll","catCoffee","catDairy","catPackaging","catBakery"],"placeholder":"All categories","value":{"$bindState":"/selectedCategory"}},"children":[]}}
+{"op":"add","path":"/elements/catAll","value":{"type":"SelectItem","props":{"value":"all","label":"All Categories"},"children":[]}}
+{"op":"add","path":"/elements/catCoffee","value":{"type":"SelectItem","props":{"value":"Coffee","label":"Coffee"},"children":[]}}
+{"op":"add","path":"/elements/catDairy","value":{"type":"SelectItem","props":{"value":"Dairy Alt","label":"Dairy Alt"},"children":[]}}
+{"op":"add","path":"/elements/catPackaging","value":{"type":"SelectItem","props":{"value":"Packaging","label":"Packaging"},"children":[]}}
+{"op":"add","path":"/elements/catBakery","value":{"type":"SelectItem","props":{"value":"Bakery","label":"Bakery"},"children":[]}}
+{"op":"add","path":"/elements/thresholdControl","value":{"type":"FormControl","props":{"label":"Warning threshold","input":"thresholdSlider","hint":"Items at or below this count will appear here"},"children":[]}}
+{"op":"add","path":"/elements/thresholdSlider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":5,"max":30,"step":1,"label":"units","value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/selectedCategory","value":"all"}
+{"op":"add","path":"/elements/controlsFooter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["thresholdInfoText","thresholdResetBtn"]}}
+{"op":"add","path":"/elements/thresholdInfoText","value":{"type":"TextContent","props":{"text":{"$template":"Currently flagging any SKU with ≤ ${/threshold} units remaining. Drag slider to update."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdResetBtn","value":{"type":"Button","props":{"label":"Reset to 10","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/threshold","value":10}}},"children":[]}}
+{"op":"add","path":"/elements/alertCritical","value":{"type":"Alert","props":{"title":"3 items critically low","description":"Paper Cups, Arabica Beans and Frozen Croissants have ≤ 4 units left — reorder today to avoid stock-out.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/inventoryListCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inventoryListHeader","tableHeaderRow","inventoryRepeat","emptyHint"]}}
+{"op":"add","path":"/elements/inventoryListHeader","value":{"type":"CardHeader","props":{"title":"Items Running Low","subtitle":"Sorted by remaining units — lowest first. Tap Reorder to create a purchase draft."},"children":[]}}
+{"op":"add","path":"/elements/tableHeaderRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["thItem","thStock","thThreshold","thAction"]}}
+{"op":"add","path":"/elements/thItem","value":{"type":"TextContent","props":{"text":"ITEM","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thStock","value":{"type":"TextContent","props":{"text":"REMAINING","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thThreshold","value":{"type":"TextContent","props":{"text":"THRESHOLD","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thAction","value":{"type":"TextContent","props":{"text":"REORDER","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/inventoryRepeat","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowItems","key":"id"},"children":["inventoryItemCard"]}}
+{"op":"add","path":"/elements/inventoryItemCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["itemMainRow","itemProgressRow","itemFooterRow"]}}
+{"op":"add","path":"/elements/itemMainRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["itemDetails","stockCell","thresholdCell","reorderCell"]}}
+{"op":"add","path":"/elements/itemDetails","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["itemName","itemMeta","itemCategoryTag"]}}
+{"op":"add","path":"/elements/itemName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/itemMeta","value":{"type":"TextContent","props":{"text":{"$template":"${sku} • ${supplier} • Last ordered ${lastOrdered}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemCategoryTag","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/stockCell","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["stockBadge","stockText"]}}
+{"op":"add","path":"/elements/stockBadge","value":{"type":"Badge","props":{"text":{"$template":"${remaining} left"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/stockText","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdCell","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["thresholdText","thresholdHint"]}}
+{"op":"add","path":"/elements/thresholdText","value":{"type":"TextContent","props":{"text":{"$template":"≤ ${threshold} trigger"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdHint","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} / ${threshold}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderCell","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["reorderButton","reorderHint"]}}
+{"op":"add","path":"/elements/reorderButton","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/pendingReorders","value":{"id":"$id","sku":{"$item":"sku"},"name":{"$item":"name"},"qty":{"$item":"reorderQty"},"supplier":{"$item":"supplier"}}}}},"children":[]}}
+{"op":"add","path":"/elements/reorderHint","value":{"type":"TextContent","props":{"text":{"$template":"Pack: ${reorderQty} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemProgressRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["stockProgress"]}}
+{"op":"add","path":"/elements/stockProgress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${remaining} of ${threshold} threshold"}},"children":[]}}
+{"op":"add","path":"/elements/itemFooterRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["supplierText","daysLeftText"]}}
+{"op":"add","path":"/elements/supplierText","value":{"type":"TextContent","props":{"text":{"$template":"Supplier: ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/daysLeftText","value":{"type":"TextContent","props":{"text":{"$template":"Est. ${daysLeft} days left"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emptyHint","value":{"type":"TextContent","props":{"text":"Adjust threshold or search to filter results. All items above threshold are hidden from this view.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/lowItems","value":[]}
+{"op":"add","path":"/state/lowItems/0","value":{"id":"1","sku":"SKU-3091","name":"Paper Cups 12oz (pack 50)","category":"Packaging","remaining":2,"threshold":10,"reorderQty":20,"supplier":"EcoPack","lastOrdered":"2026-08-10","progress":20,"daysLeft":1}}
+{"op":"add","path":"/state/lowItems/1","value":{"id":"2","sku":"SKU-1042","name":"Organic Arabica Beans 1kg","category":"Coffee","remaining":4,"threshold":10,"reorderQty":12,"supplier":"Andes Imports","lastOrdered":"2026-08-12","progress":40,"daysLeft":2}}
+{"op":"add","path":"/state/lowItems/2","value":{"id":"3","sku":"SKU-5513","name":"Croissant Frozen (doz)","category":"Bakery","remaining":3,"threshold":8,"reorderQty":10,"supplier":"Patisserie Direct","lastOrdered":"2026-08-14","progress":38,"daysLeft":2}}
+{"op":"add","path":"/state/lowItems/3","value":{"id":"4","sku":"SKU-6729","name":"Cleaning Tablets (box 100)","category":"Supplies","remaining":6,"threshold":10,"reorderQty":15,"supplier":"CleanPro","lastOrdered":"2026-08-09","progress":60,"daysLeft":4}}
+{"op":"add","path":"/state/lowItems/4","value":{"id":"5","sku":"SKU-2187","name":"Oat Milk Barista 1L","category":"Dairy Alt","remaining":7,"threshold":15,"reorderQty":24,"supplier":"Oatly Co","lastOrdered":"2026-08-11","progress":47,"daysLeft":5}}
+{"op":"add","path":"/state/lowItems/5","value":{"id":"6","sku":"SKU-4420","name":"Vanilla Syrup 750ml","category":"Syrups","remaining":9,"threshold":12,"reorderQty":12,"supplier":"Monin","lastOrdered":"2026-08-13","progress":75,"daysLeft":6}}
+{"op":"add","path":"/elements/reorderSummaryCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["reorderSummaryHeader","reorderSummaryText","pendingListCard","pendingActions"]}}
+{"op":"add","path":"/elements/reorderSummaryHeader","value":{"type":"CardHeader","props":{"title":"Reorder Queue","subtitle":"Items you’ve queued for purchase — review before sending to supplier"},"children":[]}}
+{"op":"add","path":"/elements/reorderSummaryText","value":{"type":"TextContent","props":{"text":{"$template":"Threshold is ${/threshold} units. Tap Reorder on any card above to add it here."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pendingListCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/pendingReorders","key":"id"},"children":["pendingItemRow"]}}
+{"op":"add","path":"/elements/pendingItemRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["pendingItemInfo","pendingRemoveBtn"]}}
+{"op":"add","path":"/elements/pendingItemInfo","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${sku}) — ${qty} units from ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pendingRemoveBtn","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/pendingReorders","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/pendingActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"end"},"children":["clearQueueBtn","sendOrderBtn"]}}
+{"op":"add","path":"/elements/clearQueueBtn","value":{"type":"Button","props":{"label":"Clear queue","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/pendingReorders","value":[]}}},"children":[]}}
+{"op":"add","path":"/elements/sendOrderBtn","value":{"type":"Button","props":{"label":"Send Reorder Request","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/pendingReorders","value":[]}
+{"op":"add","path":"/state/pendingReorders/0","value":{"id":"pr-1","sku":"SKU-3091","name":"Paper Cups 12oz (pack 50)","qty":20,"supplier":"EcoPack"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..2e4f6393b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","statsRow","thresholdCard","searchCard","inventorySection","reorderQueueCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["headerHeader","headerSub"]}}
+{"op":"add","path":"/elements/headerHeader","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Monitor stock levels and reorder before you run out — 6 SKUs need attention"},"children":[]}}
+{"op":"add","path":"/elements/headerSub","value":{"type":"TextContent","props":{"text":"Last sync: Today 08:42 AM • Auto-checked every 15 minutes • Threshold-based alerts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["statLow","statCritical","statThreshold"]}}
+{"op":"add","path":"/elements/statLow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statLowValue","statLowLabel"]}}
+{"op":"add","path":"/elements/statLowValue","value":{"type":"TextContent","props":{"text":"6","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statLowLabel","value":{"type":"TextContent","props":{"text":"Items Below Threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statCritical","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statCriticalValue","statCriticalLabel"]}}
+{"op":"add","path":"/elements/statCriticalValue","value":{"type":"TextContent","props":{"text":"2 Critical","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statCriticalLabel","value":{"type":"TextContent","props":{"text":"≤ 3 units remaining","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statThreshold","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statThresholdValue","statThresholdLabel"]}}
+{"op":"add","path":"/elements/statThresholdValue","value":{"type":"TextContent","props":{"text":{"$template":"≤ ${/thresholdConfig} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdLabel","value":{"type":"TextContent","props":{"text":"Current Warning Threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/state/thresholdConfig","value":10}
+{"op":"add","path":"/elements/thresholdCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["thresholdHeader","thresholdDesc","thresholdControlRow","thresholdCallout"]}}
+{"op":"add","path":"/elements/thresholdHeader","value":{"type":"Heading","props":{"text":"Reorder Threshold","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/thresholdDesc","value":{"type":"TextContent","props":{"text":"Items with remaining units **at or below** this value trigger the low-inventory warning. Adjust the slider to make warnings more or less sensitive. Per-item thresholds (shown in each row) override this global value where set.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdControlRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["thresholdSlider","thresholdValueCard"]}}
+{"op":"add","path":"/elements/thresholdSlider","value":{"type":"Slider","props":{"name":"thresholdSlider","variant":"discrete","min":3,"max":20,"step":1,"label":"Global threshold (units)","value":{"$bindState":"/thresholdConfig"},"defaultValue":[10]},"children":[]}}
+{"op":"add","path":"/elements/thresholdValueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"none","align":"center"},"children":["thresholdValueNumber","thresholdValueLabel"]}}
+{"op":"add","path":"/elements/thresholdValueNumber","value":{"type":"TextContent","props":{"text":{"$template":"≤ ${/thresholdConfig} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdValueLabel","value":{"type":"TextContent","props":{"text":"Triggers warning","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdCallout","value":{"type":"Callout","props":{"variant":"info","title":"How threshold works","description":"If remaining ≤ threshold, the SKU appears in the list below sorted by urgency. Critical items (≤3 units) are highlighted in red."},"children":[]}}
+{"op":"add","path":"/elements/searchCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["searchHeader","searchControlRow","searchHint"]}}
+{"op":"add","path":"/elements/searchHeader","value":{"type":"Heading","props":{"text":"Search Items","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/searchControlRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end","wrap":true},"children":["searchInputControl","searchBtn"]}}
+{"op":"add","path":"/elements/searchInputControl","value":{"type":"FormControl","props":{"label":"Search by name, SKU or category","input":"searchInput","hint":"Try 'milk', 'SKU-104', or 'Bakery'"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Almond Milk, SKU-2041, Dairy","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/searchBtn","value":{"type":"Button","props":{"label":"Search","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/searchHint","value":{"type":"TextContent","props":{"text":{"$template":"Showing low-stock items • Filter: \"${/searchQuery}\" • Threshold: ≤ ${/thresholdConfig} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/inventorySection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inventoryHeader","inventoryDesc","inventoryListContainer"]}}
+{"op":"add","path":"/elements/inventoryHeader","value":{"type":"Heading","props":{"text":"Items Running Low","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/inventoryDesc","value":{"type":"TextContent","props":{"text":"Sorted by urgency — lowest stock first. Each row shows remaining units, threshold, and a one-tap reorder action.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/inventoryListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/inventoryItems","key":"id"},"children":["itemCard"]}}
+{"op":"add","path":"/elements/itemCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["itemInfo","itemStock","itemActions"]}}
+{"op":"add","path":"/elements/itemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["itemName","itemSkuRow","itemCategory"]}}
+{"op":"add","path":"/elements/itemName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/itemSkuRow","value":{"type":"TextContent","props":{"text":{"$template":"${sku} • ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemCategory","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/itemStock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["remainingText","stockProgress","thresholdCompare"]}}
+{"op":"add","path":"/elements/remainingText","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units remaining"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stockProgress","value":{"type":"Progress","props":{"value":{"$item":"remainingPercent"},"label":{"$template":"${remaining} / ${threshold} threshold"}},"children":[]}}
+{"op":"add","path":"/elements/thresholdCompare","value":{"type":"TextContent","props":{"text":{"$template":"Threshold: ${threshold} units • ${remaining} left"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemActions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"end"},"children":["reorderBtn","detailsDialog"]}}
+{"op":"add","path":"/elements/reorderBtn","value":{"type":"Button","props":{"label":{"$template":"Reorder ${name}"},"variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","name":{"$item":"name"},"sku":{"$item":"sku"},"category":{"$item":"category"}}}}},"children":[]}}
+{"op":"add","path":"/elements/detailsDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Details","title":{"$template":"${name}"},"description":"Supplier and stock details","triggerVariant":"outline"},"children":["detailsContent"]}}
+{"op":"add","path":"/elements/detailsContent","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}\nCategory: ${category}\nSupplier: ${supplier}\nRemaining: ${remaining} units\nThreshold: ${threshold} units\nLast ordered: ${lastOrdered}\nStatus: ${remaining} ≤ ${threshold} — warning active"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/inventoryItems","value":[]}
+{"op":"add","path":"/state/inventoryItems/0","value":{"id":"sku-101","name":"Cold Brew Concentrate 1L","sku":"SKU-101","category":"Beverages","supplier":"Highland Roasters","remaining":2,"threshold":8,"remainingPercent":20,"lastOrdered":"2026-08-10"}}
+{"op":"add","path":"/state/inventoryItems/1","value":{"id":"sku-204","name":"Hass Avocado (each)","sku":"SKU-204","category":"Produce","supplier":"Valley Fresh","remaining":3,"threshold":12,"remainingPercent":25,"lastOrdered":"2026-08-14"}}
+{"op":"add","path":"/state/inventoryItems/2","value":{"id":"sku-312","name":"Organic Almond Milk 1L","sku":"SKU-312","category":"Dairy Alt","supplier":"PureHarvest Co.","remaining":4,"threshold":10,"remainingPercent":40,"lastOrdered":"2026-08-12"}}
+{"op":"add","path":"/state/inventoryItems/3","value":{"id":"sku-418","name":"Free Range Eggs 12pk","sku":"SKU-418","category":"Dairy","supplier":"Sunny Fields","remaining":5,"threshold":10,"remainingPercent":50,"lastOrdered":"2026-08-11"}}
+{"op":"add","path":"/state/inventoryItems/4","value":{"id":"sku-529","name":"Sourdough Loaf","sku":"SKU-529","category":"Bakery","supplier":"Northside Bakery","remaining":6,"threshold":15,"remainingPercent":40,"lastOrdered":"2026-08-15"}}
+{"op":"add","path":"/state/inventoryItems/5","value":{"id":"sku-637","name":"Oat Milk Barista 1L","sku":"SKU-637","category":"Dairy Alt","supplier":"OatWorks","remaining":7,"threshold":10,"remainingPercent":70,"lastOrdered":"2026-08-09"}}
+{"op":"add","path":"/elements/reorderQueueCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["reorderQueueHeader","reorderQueueDesc","reorderQueueList","emptyQueueCallout"]}}
+{"op":"add","path":"/elements/reorderQueueHeader","value":{"type":"Heading","props":{"text":"Reorder Queue","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueDesc","value":{"type":"TextContent","props":{"text":"Items queued for reorder. Each reorder adds one case (12 units) from the supplier. Review and send to procurement.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["reorderQueueItem"]}}
+{"op":"add","path":"/elements/reorderQueueItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["reorderQueueItemName","reorderQueueItemQty","removeReorderBtn"]}}
+{"op":"add","path":"/elements/reorderQueueItemName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueItemQty","value":{"type":"TextContent","props":{"text":{"$template":"${sku} • ${category} • Qty: 1 case"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/removeReorderBtn","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorderQueue","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+{"op":"add","path":"/state/reorderQueue/0","value":{"id":"rq-1","name":"Cold Brew Concentrate 1L","sku":"SKU-101","category":"Beverages"}}
+{"op":"add","path":"/elements/emptyQueueCallout","value":{"type":"Callout","props":{"variant":"neutral","title":"Tip","description":"Tap 'Reorder' on any low-stock row to queue it. The queue persists until you submit the purchase order."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..9923f13d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","statsRow","controlsCard","inventoryCard","reorderQueueCard","thresholdExplain"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingTitle","headingSubtitle"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Low Inventory Warnings","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headingSubtitle","value":{"type":"TextContent","props":{"text":"Monitor items below reorder threshold and restock before stockout","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["badgeLow","btnExport"]}}
+{"op":"add","path":"/elements/badgeLow","value":{"type":"Badge","props":{"text":{"$template":"${/lowStockCount} items low"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/btnExport","value":{"type":"Button","props":{"label":"Export Report","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["statLowCount","statUnitsLeft","statThreshold"]}}
+{"op":"add","path":"/elements/statLowCount","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statLowCountValue","statLowCountLabel"]}}
+{"op":"add","path":"/elements/statLowCountValue","value":{"type":"TextContent","props":{"text":{"$template":"${/lowStockCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statLowCountLabel","value":{"type":"TextContent","props":{"text":"Items Below Threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statUnitsLeft","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statUnitsLeftValue","statUnitsLeftLabel"]}}
+{"op":"add","path":"/elements/statUnitsLeftValue","value":{"type":"TextContent","props":{"text":{"$template":"${/totalUnits} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statUnitsLeftLabel","value":{"type":"TextContent","props":{"text":"Total Remaining (low items)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statThreshold","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["statThresholdValue","statThresholdLabel"]}}
+{"op":"add","path":"/elements/statThresholdValue","value":{"type":"TextContent","props":{"text":{"$template":"≤ ${/threshold} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statThresholdLabel","value":{"type":"TextContent","props":{"text":"Warning Threshold","size":"small"},"children":[]}}
+{"op":"add","path":"/state/lowStockCount","value":5}
+{"op":"add","path":"/state/totalUnits","value":21}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/controlsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["controlsHeader","controlsRow"]}}
+{"op":"add","path":"/elements/controlsHeader","value":{"type":"CardHeader","props":{"title":"Inventory Controls","subtitle":"Search and adjust when warnings trigger"},"children":[]}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end"},"children":["searchControl","thresholdControl"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search items","input":"searchInput","hint":"Filter by name, SKU, or category"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"search","placeholder":"Search e.g. Denim, AUD-5532, Apparel","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/thresholdControl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["thresholdLabel","thresholdInputRow","thresholdHint"]}}
+{"op":"add","path":"/elements/thresholdLabel","value":{"type":"TextContent","props":{"text":"Reorder Threshold","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdInputRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["thresholdInput","thresholdUnit"]}}
+{"op":"add","path":"/elements/thresholdInput","value":{"type":"Input","props":{"name":"threshold","type":"number","placeholder":"10","value":{"$bindState":"/threshold"}},"children":[]}}
+{"op":"add","path":"/elements/thresholdUnit","value":{"type":"TextContent","props":{"text":"units","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/thresholdHint","value":{"type":"TextContent","props":{"text":{"$template":"Items with ≤ ${/threshold} units are flagged as low stock. Increase to get earlier warnings."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/inventoryCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inventoryHeader","lowStockListContainer","emptyCallout"]}}
+{"op":"add","path":"/elements/inventoryHeader","value":{"type":"CardHeader","props":{"title":"Items Running Low","subtitle":"5 items need attention — sorted by lowest stock first"},"children":[]}}
+{"op":"add","path":"/elements/lowStockListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["lowStockItemCard"]}}
+{"op":"add","path":"/elements/lowStockItemCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["itemTopRow","itemMiddleRow","itemBottomRow"]}}
+{"op":"add","path":"/elements/itemTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["itemInfo","itemBadgeRemaining"]}}
+{"op":"add","path":"/elements/itemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["itemName","itemSkuCategory"]}}
+{"op":"add","path":"/elements/itemName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/itemSkuCategory","value":{"type":"TextContent","props":{"text":{"$template":"${sku} • ${category} • ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemBadgeRemaining","value":{"type":"Badge","props":{"text":{"$template":"${remaining} left"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/itemMiddleRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["itemProgress","itemProgressLabel"]}}
+{"op":"add","path":"/elements/itemProgress","value":{"type":"Progress","props":{"value":{"$item":"remaining"},"label":""},"children":[]}}
+{"op":"add","path":"/elements/itemProgressLabel","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["progressLeft","progressRight"]}}
+{"op":"add","path":"/elements/progressLeft","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressRight","value":{"type":"TextContent","props":{"text":{"$template":"Threshold: ${/threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/itemBottomRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["itemSupplier","reorderControls"]}}
+{"op":"add","path":"/elements/itemSupplier","value":{"type":"TextContent","props":{"text":{"$template":"$${price} • Last restocked ${lastRestocked}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorderControls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["reorderBtn","detailsBtn"]}}
+{"op":"add","path":"/elements/reorderBtn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"},"sku":{"$item":"sku"},"qty":10}}}},"children":[]}}
+{"op":"add","path":"/elements/detailsBtn","value":{"type":"Button","props":{"label":"Details","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emptyCallout","value":{"type":"Callout","props":{"variant":"success","title":"All stocked","description":"No items are currently below the threshold. Adjust threshold to see more."},"visible":{"$state":"/lowStockItems","eq":[]},"children":[]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"1","name":"Wireless Earbuds Pro","sku":"AUD-5532","category":"Electronics","remaining":2,"supplier":"SoundCore Supply","price":129,"lastRestocked":"2026-07-28"}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"2","name":"Vintage Denim Jacket","sku":"DNJ-2041","category":"Apparel","remaining":3,"supplier":"BlueThread Co.","price":89,"lastRestocked":"2026-08-02"}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"3","name":"Leather Tote Bag","sku":"BAG-4401","category":"Accessories","remaining":4,"supplier":"UrbanCarry","price":110,"lastRestocked":"2026-07-15"}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"4","name":"Ceramic Pour-Over Set","sku":"KIT-1180","category":"Home","remaining":5,"supplier":"ClayWorks","price":45,"lastRestocked":"2026-08-10"}}
+{"op":"add","path":"/state/lowStockItems/4","value":{"id":"5","name":"Organic Matcha Powder 80g","sku":"FOD-9021","category":"Pantry","remaining":7,"supplier":"GreenField Foods","price":24,"lastRestocked":"2026-08-05"}}
+{"op":"add","path":"/elements/reorderQueueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reorderQueueHeader","reorderList","reorderEmpty"]}}
+{"op":"add","path":"/elements/reorderQueueHeader","value":{"type":"CardHeader","props":{"title":"Reorder Queue","subtitle":"Items queued for purchase order"},"children":[]}}
+{"op":"add","path":"/elements/reorderList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/reorders","key":"id"},"children":["reorderItemCard"]}}
+{"op":"add","path":"/elements/reorderItemCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["reorderItemInfo","removeReorderBtn"]}}
+{"op":"add","path":"/elements/reorderItemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["reorderItemName","reorderItemQty"]}}
+{"op":"add","path":"/elements/reorderItemName","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${sku})"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorderItemQty","value":{"type":"TextContent","props":{"text":{"$template":"Qty: ${qty} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/removeReorderBtn","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorders","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/reorderEmpty","value":{"type":"TextContent","props":{"text":"No reorders yet. Tap Reorder on any low-stock item to add it here.","size":"small"},"visible":{"$state":"/reorders","eq":[]},"children":[]}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/state/reorders/0","value":{"id":"r1","name":"Wireless Earbuds Pro","sku":"AUD-5532","qty":20}}
+{"op":"add","path":"/elements/thresholdExplain","value":{"type":"Callout","props":{"variant":"info","title":"How threshold works","description":"Threshold = 10 units. Any SKU at or below this level appears in this view. Lower the threshold for fewer alerts, raise it for earlier warnings. Search filters the list without changing the threshold logic."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..f962df71b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r1.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","metricsRow","controlsRow","ticketsSection","dialogNewTicket"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","subHeading"]}}
+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Support Lead — Morning View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"Monday, Aug 18 • 08:30 AM • Queue health and latest inbound"},"children":[]}}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metricOpenCard","metricResponseCard","metricSlaCard"]}}
+{"op":"add","path":"/elements/metricOpenCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricOpenLabel","metricOpenValue","metricOpenSub"]}}
+{"op":"add","path":"/elements/metricOpenLabel","value":{"type":"TextContent","props":{"text":"OPEN TICKETS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricOpenValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/openCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricOpenSub","value":{"type":"TextContent","props":{"text":"12 high priority • 15 standard","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openCount":27,"avgResponse":"1h 42m","slaCompliance":"94%"}}
+{"op":"add","path":"/elements/metricResponseCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricResponseLabel","metricResponseValue","metricResponseSub"]}}
+{"op":"add","path":"/elements/metricResponseLabel","value":{"type":"TextContent","props":{"text":"AVG FIRST-RESPONSE TIME","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricResponseValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgResponse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricResponseSub","value":{"type":"TextContent","props":{"text":"Target < 2h • 18 tickets responded today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricSlaCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricSlaLabel","metricSlaValue","metricSlaSub"]}}
+{"op":"add","path":"/elements/metricSlaLabel","value":{"type":"TextContent","props":{"text":"SLA COMPLIANCE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricSlaValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/slaCompliance"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricSlaSub","value":{"type":"TextContent","props":{"text":"Last 7 days • +2% vs last week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["filterControlCard","filterStatusCard"]}}
+{"op":"add","path":"/elements/filterControlCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["filterLabel","btnFilterHigh","btnShowAll"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Filter:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/btnFilterHigh","value":{"type":"Button","props":{"label":"Show high-priority only","variant":"secondary","size":"small"},"children":[],"visible":{"$or":[{"$state":"/filterHighOnly","eq":false},{"$state":"/filterHighOnly","not":true}]},"on":{"press":{"action":"setState","params":{"statePath":"/filterHighOnly","value":true}}}}}
+{"op":"add","path":"/elements/btnShowAll","value":{"type":"Button","props":{"label":"Show all tickets","variant":"primary","size":"small"},"children":[],"visible":{"$state":"/filterHighOnly","eq":true},"on":{"press":{"action":"setState","params":{"statePath":"/filterHighOnly","value":false}}}}}
+{"op":"add","path":"/state/filterHighOnly","value":false}
+{"op":"add","path":"/elements/filterStatusCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["filterStatusText","filterHint"]}}
+{"op":"add","path":"/elements/filterStatusText","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"Showing: High priority only (2 tickets)","$else":"Showing: 5 most recent tickets"}},"children":[]}}
+{"op":"add","path":"/elements/filterHint","value":{"type":"TextContent","props":{"text":"Toggle to narrow the queue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ticketsHeaderRow","containerAllTickets","containerHighTickets"]}}
+{"op":"add","path":"/elements/ticketsHeaderRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["headingTickets","badgeCount"]}}
+{"op":"add","path":"/elements/headingTickets","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/badgeCount","value":{"type":"Badge","props":{"text":"Updated just now","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/containerAllTickets","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["ticketCardAll"],"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$or":[{"$state":"/filterHighOnly","eq":false},{"$state":"/filterHighOnly","not":true}]}}}
+{"op":"add","path":"/elements/ticketCardAll","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRowAll","ticketSubjectAll","ticketMetaAll"]}}
+{"op":"add","path":"/elements/ticketTopRowAll","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketIdAll","tagPriorityAll"]}}
+{"op":"add","path":"/elements/ticketIdAll","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tagPriorityAll","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"Urgent"},"$then":"danger","$else":"secondary"}}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/ticketSubjectAll","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaAll","value":{"type":"TextContent","props":{"text":{"$template":"${requester} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"#4821","subject":"Checkout fails with 500 on payment step","priority":"High","status":"Open • Awaiting response","requester":"Avery Chen","createdAt":"08:12 AM"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"#4820","subject":"SSO login loop for enterprise users","priority":"Urgent","status":"Open • Assigned to you","requester":"Maya Patel","createdAt":"07:55 AM"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"#4819","subject":"Feature request: Export tickets to CSV","priority":"Low","status":"Open • New","requester":"Jonas Weber","createdAt":"07:41 AM"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"#4818","subject":"Mobile app crashes on iOS 17.4 after update","priority":"High","status":"Open • In progress","requester":"Sofia Reyes","createdAt":"07:18 AM"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"#4817","subject":"Invoice PDF not generating for EU customers","priority":"Medium","status":"Open • New","requester":"Liam Okafor","createdAt":"06:52 AM"}}
+{"op":"add","path":"/elements/containerHighTickets","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["calloutHigh","ticketCardHigh"],"visible":{"$state":"/filterHighOnly","eq":true}}}
+{"op":"add","path":"/elements/calloutHigh","value":{"type":"Callout","props":{"variant":"warning","title":"High-priority filter active","description":"Showing 2 of 5 recent tickets marked High or Urgent."},"children":[]}}
+{"op":"add","path":"/elements/ticketCardHigh","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRowHigh","ticketSubjectHigh","ticketMetaHigh"]}}
+{"op":"add","path":"/elements/ticketTopRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketIdHigh","tagPriorityHigh"]}}
+{"op":"add","path":"/elements/ticketIdHigh","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tagPriorityHigh","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/ticketSubjectHigh","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaHigh","value":{"type":"TextContent","props":{"text":{"$template":"${requester} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"#4821","subject":"Checkout fails with 500 on payment step","priority":"High","status":"Open • Awaiting response","requester":"Avery Chen","createdAt":"08:12 AM"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"#4820","subject":"SSO login loop for enterprise users","priority":"Urgent","status":"Open • Assigned to you","requester":"Maya Patel","createdAt":"07:55 AM"}}
+{"op":"add","path":"/elements/dialogNewTicket","value":{"type":"DialogBlock","props":{"triggerLabel":"＋ New Ticket","title":"Open a new ticket","description":"Create a ticket and it will appear in the recent list."},"children":["formNewTicket"]}}
+{"op":"add","path":"/elements/formNewTicket","value":{"type":"Form","props":{"name":"newTicketForm"},"children":["fieldSubject","fieldPriority","fieldDesc","buttonsForm"]}}
+{"op":"add","path":"/elements/fieldSubject","value":{"type":"FormControl","props":{"label":"Subject","hint":"Brief summary of the issue"},"children":["inputSubject"]}}
+{"op":"add","path":"/elements/inputSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g., Cannot reset password","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/fieldPriority","value":{"type":"FormControl","props":{"label":"Priority"},"children":["selectPriority"]}}
+{"op":"add","path":"/elements/selectPriority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","value":{"$bindState":"/newTicket/priority"},"items":["selectItemLow","selectItemMedium","selectItemHigh","selectItemUrgent"]},"children":[]}}
+{"op":"add","path":"/elements/selectItemLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/selectItemMedium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/selectItemHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/selectItemUrgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/fieldDesc","value":{"type":"FormControl","props":{"label":"Description","hint":"Add details for the assignee"},"children":["textAreaDesc"]}}
+{"op":"add","path":"/elements/textAreaDesc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue, steps to reproduce...","rows":3,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/buttonsForm","value":{"type":"Buttons","props":{"direction":"row"},"children":["btnCreateTicket","btnClear"]}}
+{"op":"add","path":"/elements/btnCreateTicket","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary"},"children":[],"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"status":"Open • New","requester":"You","createdAt":"Just now"},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/elements/btnClear","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/newTicket/subject","value":""}}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"Medium","description":""}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..bf8531c7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r2.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metricsRow","actionsRow","ticketsSection"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead — Morning View","subtitle":"Monday, Aug 18 • 08:42 AM • Queue health at a glance"},"children":[]}}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metricOpen","metricResponse"]}}
+{"op":"add","path":"/elements/metricOpen","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricOpenLabel","metricOpenValue","metricOpenSub"]}}
+{"op":"add","path":"/elements/metricOpenLabel","value":{"type":"TextContent","props":{"text":"OPEN TICKETS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricOpenValue","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/openTickets}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metricOpenSub","value":{"type":"TextContent","props":{"text":"12 awaiting assignment • 8 in progress • 27 open total","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricResponse","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricResponseLabel","metricResponseValue","metricResponseSub","progressResponse"]}}
+{"op":"add","path":"/elements/metricResponseLabel","value":{"type":"TextContent","props":{"text":"AVG FIRST RESPONSE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricResponseValue","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/avgResponse}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metricResponseSub","value":{"type":"TextContent","props":{"text":"Target < 2h • SLA 94% met last 24h","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/progressResponse","value":{"type":"Progress","props":{"value":78,"label":"SLA compliance 78% within target"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":"47","avgResponse":"1h 42m"}}
+{"op":"add","path":"/elements/actionsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["actionsHint","newTicketDialog"]}}
+{"op":"add","path":"/elements/actionsHint","value":{"type":"TextContent","props":{"text":"Review the 5 most recent tickets. Filter to focus on what needs you first.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/newTicketDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Open a new ticket","description":"Create a ticket for the queue. It will appear at the top of recent tickets.","content":["newTicketForm"]},"children":[]}}
+{"op":"add","path":"/elements/newTicketForm","value":{"type":"Form","props":{"name":"newTicket","buttons":"formButtons","fields":["formFieldSubject","formFieldPriority","formFieldDesc"]},"children":[]}}
+{"op":"add","path":"/elements/formFieldSubject","value":{"type":"FormControl","props":{"label":"Subject","input":"inputSubject","hint":"Brief summary of the customer issue"},"children":[]}}
+{"op":"add","path":"/elements/inputSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Checkout fails on Safari 17","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/formFieldPriority","value":{"type":"FormControl","props":{"label":"Priority","input":"selectPriority"},"children":[]}}
+{"op":"add","path":"/elements/selectPriority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["selectItemLow","selectItemMedium","selectItemHigh","selectItemUrgent"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/selectItemLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/selectItemMedium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/selectItemHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/selectItemUrgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/formFieldDesc","value":{"type":"FormControl","props":{"label":"Description","input":"textAreaDesc"},"children":[]}}
+{"op":"add","path":"/elements/textAreaDesc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Add details, customer email, steps to reproduce...","rows":3,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/formButtons","value":{"type":"Buttons","props":{"buttons":["btnSubmitTicket"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSubmitTicket","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"customer":"You (new)","age":"just now","status":"Open"},"clearStatePath":"/newTicket/subject"}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"High","description":""}}
+{"op":"add","path":"/elements/ticketsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ticketsHeader","ticketsTabs"]}}
+{"op":"add","path":"/elements/ticketsHeader","value":{"type":"CardHeader","props":{"title":"Five most recent tickets","subtitle":"Sorted by newest first • priority shown for each"},"children":[]}}
+{"op":"add","path":"/elements/ticketsTabs","value":{"type":"Tabs","props":{"items":["tabAll","tabHigh"]},"children":[]}}
+{"op":"add","path":"/elements/tabAll","value":{"type":"TabItem","props":{"value":"all","trigger":"All tickets (5)","content":["ticketsListAll"]},"children":[]}}
+{"op":"add","path":"/elements/tabHigh","value":{"type":"TabItem","props":{"value":"high","trigger":"High priority only (3)","content":["ticketsListHigh","highHint"]},"children":[]}}
+{"op":"add","path":"/elements/ticketsListAll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticketCard"]}}
+{"op":"add","path":"/elements/ticketCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRow","ticketMetaRow"]}}
+{"op":"add","path":"/elements/ticketTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketTitle","ticketPriorityBadge"]}}
+{"op":"add","path":"/elements/ticketTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketPriorityBadge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"Urgent"},"$then":"destructive","$else":{"$cond":{"$item":"priority","eq":"High"},"$then":"destructive","$else":{"$cond":{"$item":"priority","eq":"Medium"},"$then":"secondary","$else":"outline"}}}}},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketMeta","ticketAge"]}}
+{"op":"add","path":"/elements/ticketMeta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketAge","value":{"type":"TextContent","props":{"text":{"$item":"age"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t-1058","title":"Payment webhook double-charging on retry","priority":"Urgent","customer":"acme@corp.com","age":"12 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t-1057","title":"SSO login loop for Okta users","priority":"High","customer":"sarah.k@northwind.io","age":"38 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t-1056","title":"CSV export missing last 200 rows","priority":"Medium","customer":"ops@blueprint.co","age":"1h ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t-1055","title":"Mobile checkout button hidden on Safari 17","priority":"High","customer":"mike.chen@retailhub.com","age":"2h ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t-1054","title":"Request: Add bulk edit for tags","priority":"Low","customer":"emma@studio-jane.com","age":"3h ago","status":"Open"}}
+{"op":"add","path":"/elements/ticketsListHigh","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticketCardHigh"]}}
+{"op":"add","path":"/elements/ticketCardHigh","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRowHigh","ticketMetaRowHigh"]}}
+{"op":"add","path":"/elements/ticketTopRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketTitleHigh","ticketPriorityBadgeHigh"]}}
+{"op":"add","path":"/elements/ticketTitleHigh","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketPriorityBadgeHigh","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["ticketMetaHigh","ticketAgeHigh"]}}
+{"op":"add","path":"/elements/ticketMetaHigh","value":{"type":"TextContent","props":{"text":{"$template":"${customer} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketAgeHigh","value":{"type":"TextContent","props":{"text":{"$item":"age"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/highHint","value":{"type":"Callout","props":{"variant":"info","title":"Filtered view","description":"Showing only High and Urgent priority tickets that need immediate attention."},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"t-1058","title":"Payment webhook double-charging on retry","priority":"Urgent","customer":"acme@corp.com","age":"12 min ago","status":"Open"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"t-1057","title":"SSO login loop for Okta users","priority":"High","customer":"sarah.k@northwind.io","age":"38 min ago","status":"Open"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"t-1055","title":"Mobile checkout button hidden on Safari 17","priority":"High","customer":"mike.chen@retailhub.com","age":"2h ago","status":"Open"}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..ca520a4ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r3.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metricsRow","controlsRow","ticketsSection","newTicketDialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead — Morning View","subtitle":"Tuesday, Aug 19 • 8:30 AM • Queue overview for the day"},"children":[]}}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["openCard","responseCard"]}}
+{"op":"add","path":"/elements/openCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["openLabel","openValue","openSub"]}}
+{"op":"add","path":"/elements/openLabel","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/openTickets}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/openSub","value":{"type":"TextContent","props":{"text":"12 awaiting triage • 8 in progress • 3 overdue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/responseCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["respLabel","respValue","respSub"]}}
+{"op":"add","path":"/elements/respLabel","value":{"type":"TextContent","props":{"text":"Avg First-Response Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/respValue","value":{"type":"TextContent","props":{"text":{"$state":"/stats/avgResponseTime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/respSub","value":{"type":"TextContent","props":{"text":"SLA target: 2h • ↓ 18% vs yesterday • p95: 3h 10m","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"openTickets":20,"avgResponseTime":"1h 42m"}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filterGroup","newTicketDialog"]}}
+{"op":"add","path":"/elements/filterGroup","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["filterLabel","filterButtons"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Filter:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filterButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btnAll","btnHigh"]}}
+{"op":"add","path":"/elements/btnAll","value":{"type":"Button","props":{"label":"All tickets","variant":{"$cond":{"$state":"/showHighOnly","eq":true},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showHighOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btnHigh","value":{"type":"Button","props":{"label":"High priority only","variant":{"$cond":{"$state":"/showHighOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showHighOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showHighOnly","value":false}
+{"op":"add","path":"/elements/ticketsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ticketsHeader","allTicketsList","highTicketsList","emptyHighState"]}}
+{"op":"add","path":"/elements/ticketsHeader","value":{"type":"CardHeader","props":{"title":"Five Most Recent Tickets","subtitle":"Sorted by newest first • Priority shown for each"},"children":[]}}
+{"op":"add","path":"/elements/allTicketsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticketCard"],"visible":{"$or":[{"$state":"/showHighOnly","eq":false},{"$state":"/showHighOnly","not":true}]}}}
+{"op":"add","path":"/elements/highTicketsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticketCardHigh"],"visible":{"$state":"/showHighOnly","eq":true}}}
+{"op":"add","path":"/elements/ticketCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRow","ticketMetaRow","ticketStatusRow"]}}
+{"op":"add","path":"/elements/ticketTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticketTitle","ticketPriorityBadge"]}}
+{"op":"add","path":"/elements/ticketTitle","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketPriorityBadge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["ticketIdText","ticketTimeText"]}}
+{"op":"add","path":"/elements/ticketIdText","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${customer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketTimeText","value":{"type":"TextContent","props":{"text":{"$template":"• ${created}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketStatusRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticketAssigneeText","ticketStatusBadge"]}}
+{"op":"add","path":"/elements/ticketAssigneeText","value":{"type":"TextContent","props":{"text":{"$template":"Assignee: ${assignee}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketStatusBadge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/ticketCardHigh","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ticketTopRowHigh","ticketMetaRowHigh","ticketStatusRowHigh"]}}
+{"op":"add","path":"/elements/ticketTopRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticketTitleHigh","ticketPriorityBadgeHigh"]}}
+{"op":"add","path":"/elements/ticketTitleHigh","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketPriorityBadgeHigh","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/ticketMetaRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["ticketIdTextHigh","ticketTimeTextHigh"]}}
+{"op":"add","path":"/elements/ticketIdTextHigh","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${customer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketTimeTextHigh","value":{"type":"TextContent","props":{"text":{"$template":"• ${created}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketStatusRowHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticketAssigneeTextHigh","ticketStatusBadgeHigh"]}}
+{"op":"add","path":"/elements/ticketAssigneeTextHigh","value":{"type":"TextContent","props":{"text":{"$template":"Assignee: ${assignee}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketStatusBadgeHigh","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/emptyHighState","value":{"type":"Callout","props":{"variant":"info","title":"High priority filter active","description":"Showing 3 of 5 recent tickets that are High priority."},"visible":{"$state":"/showHighOnly","eq":true},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-8841","subject":"Checkout payment webhook timeout","priority":"High","customer":"Acme Co","created":"8:12 AM","status":"Open","assignee":"Unassigned"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-8840","subject":"SSO login loop for EU users","priority":"High","customer":"Northwind Traders","created":"7:55 AM","status":"Open","assignee":"Maya P."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-8839","subject":"CSV export missing columns","priority":"Medium","customer":"Contoso Ltd","created":"7:41 AM","status":"Open","assignee":"Jon K."}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-8838","subject":"Mobile app crash on iOS 17.4","priority":"High","customer":"Fabrikam Inc","created":"7:20 AM","status":"In Progress","assignee":"Sasha L."}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-8837","subject":"Billing invoice PDF formatting","priority":"Low","customer":"Adventure Works","created":"6:58 AM","status":"Open","assignee":"Unassigned"}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"T-8841","subject":"Checkout payment webhook timeout","priority":"High","customer":"Acme Co","created":"8:12 AM","status":"Open","assignee":"Unassigned"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"T-8840","subject":"SSO login loop for EU users","priority":"High","customer":"Northwind Traders","created":"7:55 AM","status":"Open","assignee":"Maya P."}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"T-8838","subject":"Mobile app crash on iOS 17.4","priority":"High","customer":"Fabrikam Inc","created":"7:20 AM","status":"In Progress","assignee":"Sasha L."}}
+{"op":"add","path":"/elements/newTicketDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"＋ New Ticket","title":"Open a new ticket","description":"Add it to the queue. It will appear in the 5 most recent."},"children":["newTicketForm"]}}
+{"op":"add","path":"/elements/newTicketForm","value":{"type":"Form","props":{"name":"newTicketForm"},"children":["fieldSubject","fieldPriority","fieldCustomer","newTicketFormButtons"]}}
+{"op":"add","path":"/elements/fieldSubject","value":{"type":"FormControl","props":{"label":"Subject","input":"inputSubject","hint":"Brief summary of the issue"},"children":[]}}
+{"op":"add","path":"/elements/inputSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Login fails on SSO for EU users","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/fieldPriority","value":{"type":"FormControl","props":{"label":"Priority","input":"selectPriority"},"children":[]}}
+{"op":"add","path":"/elements/selectPriority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["optHigh","optMedium","optLow"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/optHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High — P1"},"children":[]}}
+{"op":"add","path":"/elements/optMedium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium — P2"},"children":[]}}
+{"op":"add","path":"/elements/optLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low — P3"},"children":[]}}
+{"op":"add","path":"/elements/fieldCustomer","value":{"type":"FormControl","props":{"label":"Customer","input":"inputCustomer"},"children":[]}}
+{"op":"add","path":"/elements/inputCustomer","value":{"type":"Input","props":{"name":"customer","placeholder":"Customer name or email","value":{"$bindState":"/newTicket/customer"}},"children":[]}}
+{"op":"add","path":"/elements/newTicketFormButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btnCreateTicket"]}}
+{"op":"add","path":"/elements/btnCreateTicket","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"customer":{"$state":"/newTicket/customer"},"created":"Just now","status":"Open","assignee":"Unassigned"},"clearStatePath":"/newTicket/subject"}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"","customer":""}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..fd97ea386
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b2-support__r4.txt
@@ -0,0 +1,77 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metricsRow","actionBar","ticketsCard","newTicketCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Support Lead — Morning View","subtitle":"Monday, Aug 18 • 08:42 AM • All queues • SLA 2h first response"},"children":[]}}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["openMetricCard","responseMetricCard","slaMetricCard"]}}
+{"op":"add","path":"/elements/openMetricCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["openMetricLabel","openMetricValue","openMetricSub"]}}
+{"op":"add","path":"/elements/openMetricLabel","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openMetricValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/openTickets}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/openMetricSub","value":{"type":"TextContent","props":{"text":"12 awaiting triage • 8 in progress","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/responseMetricCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["responseMetricLabel","responseMetricValue","responseMetricSub"]}}
+{"op":"add","path":"/elements/responseMetricLabel","value":{"type":"TextContent","props":{"text":"Avg. first-response time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/responseMetricValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgResponse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/responseMetricSub","value":{"type":"TextContent","props":{"text":"SLA target 2h • 18m faster than yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/slaMetricCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["slaMetricLabel","slaMetricValue","slaMetricSub"]}}
+{"op":"add","path":"/elements/slaMetricLabel","value":{"type":"TextContent","props":{"text":"SLA breaching soon","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/slaMetricValue","value":{"type":"TextContent","props":{"text":"3 tickets","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/slaMetricSub","value":{"type":"TextContent","props":{"text":"Due within 60 min • needs attention","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":20,"avgResponse":"1h 42m"}}
+{"op":"add","path":"/state/metrics/openTickets","value":20}
+{"op":"add","path":"/state/metrics/avgResponse","value":"1h 42m"}
+{"op":"add","path":"/elements/actionBar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},"children":["filterGroupCard","newTicketButton"]}}
+{"op":"add","path":"/elements/filterGroupCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["filterLabel","filterButtons"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Filter tickets:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filterButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["highOnlyButton","showAllButton"]}}
+{"op":"add","path":"/elements/highOnlyButton","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"● High priority only","$else":"High priority only"},"variant":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/filterHighOnly","value":true}}}}}
+{"op":"add","path":"/elements/showAllButton","value":{"type":"Button","props":{"label":"Show all","variant":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"secondary","$else":"primary"},"size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/filterHighOnly","value":false}}}}}
+{"op":"add","path":"/elements/newTicketButton","value":{"type":"Button","props":{"label":"+ New ticket","variant":"primary","size":"medium"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/showNewTicketForm","value":true}}}}}
+{"op":"add","path":"/state/filterHighOnly","value":false}
+{"op":"add","path":"/state/showNewTicketForm","value":false}
+{"op":"add","path":"/elements/ticketsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ticketsHeader","ticketsSeparator","ticketsListAll","ticketsListHigh","ticketsHint"]}}
+{"op":"add","path":"/elements/ticketsHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["ticketsTitle","ticketsCount"]}}
+{"op":"add","path":"/elements/ticketsTitle","value":{"type":"TextContent","props":{"text":"Five most recent tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketsCount","value":{"type":"Badge","props":{"text":{"$template":"Showing ${/metrics/openTickets} open"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ticketsSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/ticketsListAll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["ticketRow"],"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$state":"/filterHighOnly","not":true}}}
+{"op":"add","path":"/elements/ticketRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["ticketInfo","ticketRight"]}}
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+{"op":"add","path":"/elements/ticketTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${customer} • ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["priorityBadge","ticketAge"]}}
+{"op":"add","path":"/elements/priorityBadge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ticketAge","value":{"type":"TextContent","props":{"text":{"$item":"age"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketsListHigh","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["ticketRowHigh"],"repeat":{"statePath":"/highPriorityTickets","key":"id"},"visible":{"$state":"/filterHighOnly","eq":true}}}
+{"op":"add","path":"/elements/ticketRowHigh","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["ticketInfoHigh","ticketRightHigh"]}}
+{"op":"add","path":"/elements/ticketInfoHigh","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticketTitleHigh","ticketSubtitleHigh"]}}
+{"op":"add","path":"/elements/ticketTitleHigh","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticketSubtitleHigh","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${customer} • ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketRightHigh","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["priorityBadgeHigh","ticketAgeHigh"]}}
+{"op":"add","path":"/elements/priorityBadgeHigh","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/ticketAgeHigh","value":{"type":"TextContent","props":{"text":{"$item":"age"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticketsHint","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/filterHighOnly","eq":true},"$then":"Showing 3 high-priority tickets out of 5 recent","$else":"Showing 5 most recent • Use filter to narrow to high-priority only"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TK-1847","title":"Checkout payment fails for Visa","priority":"High","customer":"Acme Co","createdAt":"2m ago","age":"2m ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TK-1846","title":"Unable to reset password","priority":"Medium","customer":"Bright Labs","createdAt":"18m ago","age":"18m ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TK-1845","title":"Invoice PDF not generating","priority":"High","customer":"Northwind Traders","createdAt":"42m ago","age":"42m ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TK-1844","title":"Mobile app crash on iOS 17 launch","priority":"Low","customer":"Contoso","createdAt":"1h ago","age":"1h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TK-1843","title":"SSO login loop after update","priority":"High","customer":"Fabrikam","createdAt":"1h 12m ago","age":"1h 12m ago"}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"TK-1847","title":"Checkout payment fails for Visa","priority":"High","customer":"Acme Co","createdAt":"2m ago","age":"2m ago"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"TK-1845","title":"Invoice PDF not generating","priority":"High","customer":"Northwind Traders","createdAt":"42m ago","age":"42m ago"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"TK-1843","title":"SSO login loop after update","priority":"High","customer":"Fabrikam","createdAt":"1h 12m ago","age":"1h 12m ago"}}
+{"op":"add","path":"/elements/newTicketCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["newTicketHeader","formTitleControl","formPriorityControl","formDescControl","formButtons"],"visible":{"$state":"/showNewTicketForm","eq":true}}}
+{"op":"add","path":"/elements/newTicketHeader","value":{"type":"CardHeader","props":{"title":"Open a new ticket","subtitle":"Create and triage immediately"},"children":[]}}
+{"op":"add","path":"/elements/formTitleControl","value":{"type":"FormControl","props":{"label":"Title","input":"inputTitle"},"children":[]}}
+{"op":"add","path":"/elements/inputTitle","value":{"type":"Input","props":{"name":"newTicketTitle","placeholder":"e.g., Payment webhook timeout","value":{"$bindState":"/newTicketTitle"}},"children":[]}}
+{"op":"add","path":"/elements/formPriorityControl","value":{"type":"FormControl","props":{"label":"Priority","input":"selectPriority"},"children":[]}}
+{"op":"add","path":"/elements/selectPriority","value":{"type":"Select","props":{"name":"newTicketPriority","items":["selectItemHigh","selectItemMedium","selectItemLow"],"value":{"$bindState":"/newTicketPriority"},"placeholder":"Select priority"},"children":[]}}
+{"op":"add","path":"/elements/selectItemHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/selectItemMedium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/selectItemLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/formDescControl","value":{"type":"FormControl","props":{"label":"Description","input":"textAreaDesc","hint":"Include customer, steps to reproduce, impact"},"children":[]}}
+{"op":"add","path":"/elements/textAreaDesc","value":{"type":"TextArea","props":{"name":"newTicketDesc","placeholder":"Describe the issue...","rows":3,"value":{"$bindState":"/newTicketDesc"}},"children":[]}}
+{"op":"add","path":"/elements/formButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["cancelButton","submitButton"]}}
+{"op":"add","path":"/elements/cancelButton","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/showNewTicketForm","value":false}}}}}
+{"op":"add","path":"/elements/submitButton","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"small"},"children":[],"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/newTicketTitle"},"priority":{"$state":"/newTicketPriority"},"customer":"Manual entry","createdAt":"Just now","age":"Just now"},"clearStatePath":"/newTicketTitle"}}}}}
+{"op":"add","path":"/state/newTicketTitle","value":""}
+{"op":"add","path":"/state/newTicketPriority","value":"High"}
+{"op":"add","path":"/state/newTicketDesc","value":""}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..2f5ef6d45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,93 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","metricsRow","nextPatientCard","dateNavCard","appointmentsCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Reception — Day View","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Sunrise Family Clinic • Front Desk","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["headerDateBadge","headerTime"]}}
+{"op":"add","path":"/elements/headerDateBadge","value":{"type":"Badge","props":{"text":{"$template":"${/selectedDate} • ${/currentTime}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/headerTime","value":{"type":"TextContent","props":{"text":"Receptionist: Maya R. • Desk 1","size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"Tue, Aug 18, 2026"}
+{"op":"add","path":"/state/currentTime","value":"09:42 AM"}
+{"op":"add","path":"/state/selectedDateISO","value":"2026-08-18"}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metricExpected","metricNoShow","metricRooms"]}}
+{"op":"add","path":"/elements/metricExpected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricExpectedLabel","metricExpectedValue","metricExpectedSub"]}}
+{"op":"add","path":"/elements/metricExpectedLabel","value":{"type":"TextContent","props":{"text":"EXPECTED TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricExpectedValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/expected} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricExpectedSub","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/checkedIn} checked in • ${/stats/remaining} remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricNoShowLabel","metricNoShowValue","metricNoShowProgress","metricNoShowSub"]}}
+{"op":"add","path":"/elements/metricNoShowLabel","value":{"type":"TextContent","props":{"text":"NO-SHOW RATE — THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowProgress","value":{"type":"Progress","props":{"value":{"$state":"/stats/noShowRate"},"label":"no-show"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowSub","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/noShowCount} no-shows of ${/stats/totalMonth} appointments"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRooms","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricRoomsLabel","metricRoomsValue","metricRoomsTags","metricRoomsSub"]}}
+{"op":"add","path":"/elements/metricRoomsLabel","value":{"type":"TextContent","props":{"text":"ROOMS FREE RIGHT NOW","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRoomsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/freeCount} of ${/stats/totalRooms} free"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricRoomsTags","value":{"type":"TagBlock","props":{"tags":{"$state":"/freeRooms"}},"children":[]}}
+{"op":"add","path":"/elements/metricRoomsSub","value":{"type":"TextContent","props":{"text":"Occupied: Exam 2, Procedure 1","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"expected":14,"checkedIn":5,"remaining":9,"noShowRate":8.4,"noShowCount":12,"totalMonth":143,"freeCount":3,"totalRooms":5}}
+{"op":"add","path":"/state/freeRooms","value":["Exam 1","Exam 3","Consult A"]}
+{"op":"add","path":"/elements/nextPatientCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["nextPatientHeader","nextPatientBody","nextPatientActions","checkInSuccess"]}}
+{"op":"add","path":"/elements/nextPatientHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["nextPatientTitle","nextPatientBadge"]}}
+{"op":"add","path":"/elements/nextPatientTitle","value":{"type":"TextContent","props":{"text":"📢 NEXT PATIENT CALLED","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientBadge","value":{"type":"Badge","props":{"text":"NOW CALLING","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientBody","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["nextPatientInfo","nextPatientTimeBox"]}}
+{"op":"add","path":"/elements/nextPatientInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["nextPatientName","nextPatientDetails"]}}
+{"op":"add","path":"/elements/nextPatientName","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/name}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientDetails","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/time} • ${/nextPatient/room} • Dr. ${/nextPatient/doctor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientTimeBox","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["nextPatientRoomTag","nextPatientType"]}}
+{"op":"add","path":"/elements/nextPatientRoomTag","value":{"type":"Tag","props":{"text":{"$template":"${/nextPatient/room}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientType","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/type}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["btnCallNext","btnSkip","btnSendToRoom"]}}
+{"op":"add","path":"/elements/btnCallNext","value":{"type":"Button","props":{"label":"Call Again","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/btnSkip","value":{"type":"Button","props":{"label":"Mark No-Show","variant":"tertiary","size":"small","type":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/btnSendToRoom","value":{"type":"Button","props":{"label":"Send to Room","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checkInSuccess","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Checked in: ${/lastCheckedInName}"},"description":"Patient moved to waiting queue and room assigned."},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Amelia Chen","time":"09:45 AM","room":"Exam 1","doctor":"Patel","type":"Follow-up"}}
+{"op":"add","path":"/state/lastCheckedInName","value":"James Wilson — 09:30 AM"}
+{"op":"add","path":"/elements/dateNavCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["dateNavLeft","dateNavCenter","dateNavRight"]}}
+{"op":"add","path":"/elements/dateNavLeft","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["btnPrevDay","btnToday","btnNextDay"]}}
+{"op":"add","path":"/elements/btnPrevDay","value":{"type":"Button","props":{"label":"◀ Yesterday","variant":"secondary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Mon, Aug 17, 2026"}}}}}
+{"op":"add","path":"/elements/btnToday","value":{"type":"Button","props":{"label":"Today","variant":"primary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Tue, Aug 18, 2026"}}}}}
+{"op":"add","path":"/elements/btnNextDay","value":{"type":"Button","props":{"label":"Tomorrow ▶","variant":"secondary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Wed, Aug 19, 2026"}}}}}
+{"op":"add","path":"/elements/dateNavCenter","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["dateDisplay","dateHint"]}}
+{"op":"add","path":"/elements/dateDisplay","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/selectedDate}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dateHint","value":{"type":"TextContent","props":{"text":"Tap Today to return • Use arrows to move days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dateNavRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["datePicker","btnRefresh"]}}
+{"op":"add","path":"/elements/datePicker","value":{"type":"DatePicker","props":{"name":"dayPicker","mode":"single"},"children":[]}}
+{"op":"add","path":"/elements/btnRefresh","value":{"type":"Button","props":{"label":"Refresh","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointmentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointmentsHeader","appointmentsList","appointmentsFooter"]}}
+{"op":"add","path":"/elements/appointmentsHeader","value":{"type":"CardHeader","props":{"title":"Today's Appointments","subtitle":"14 scheduled • Sorted by time • Tap Check In to admit patient"},"children":[]}}
+{"op":"add","path":"/elements/appointmentsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointmentRow"]}}
+{"op":"add","path":"/elements/appointmentRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["apptLeft","apptRight"]}}
+{"op":"add","path":"/elements/apptLeft","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["apptTimeBox","apptInfo"]}}
+{"op":"add","path":"/elements/apptTimeBox","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["apptTime","apptStatusBadge"]}}
+{"op":"add","path":"/elements/apptTime","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/apptStatusBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/apptInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["apptPatient","apptMeta"]}}
+{"op":"add","path":"/elements/apptPatient","value":{"type":"TextContent","props":{"text":{"$item":"patient"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/apptMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["apptRoomTag","apptTypeTag","apptDoctor"]}}
+{"op":"add","path":"/elements/apptRoomTag","value":{"type":"Tag","props":{"text":{"$item":"room"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/apptTypeTag","value":{"type":"Tag","props":{"text":{"$item":"type"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/apptDoctor","value":{"type":"TextContent","props":{"text":{"$template":"Dr. ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apptRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["apptCheckInBtn","apptCallBtn"]}}
+{"op":"add","path":"/elements/apptCheckInBtn","value":{"type":"Button","props":{"label":{"$template":"Check In"},"variant":"primary","size":"small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/lastCheckedInName","value":{"$item":"patient"}}}}}}
+{"op":"add","path":"/elements/apptCallBtn","value":{"type":"Button","props":{"label":"Call","variant":"secondary","size":"extra-small"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/nextPatient/name","value":{"$item":"patient"}}}}}}
+{"op":"add","path":"/elements/appointmentsFooter","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["footerLegend","footerCount"]}}
+{"op":"add","path":"/elements/footerLegend","value":{"type":"TextContent","props":{"text":"● Checked In  ○ Scheduled  ✕ No-Show","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerCount","value":{"type":"Badge","props":{"text":{"$template":"Showing ${/stats/expected} appointments"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"08:30 AM","patient":"Elena Rodriguez","room":"Exam 1","type":"New Patient","doctor":"Patel","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"09:00 AM","patient":"James Wilson","room":"Exam 2","type":"Follow-up","doctor":"Kim","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"09:30 AM","patient":"Fatima Al-Hassan","room":"Consult A","type":"Lab Review","doctor":"Patel","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"09:45 AM","patient":"Amelia Chen","room":"Exam 1","type":"Follow-up","doctor":"Patel","status":"Next"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:15 AM","patient":"David Thompson","room":"Exam 3","type":"Physical","doctor":"Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:45 AM","patient":"Sofia Martinez","room":"Procedure 1","type":"Vaccination","doctor":"Kim","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:30 AM","patient":"Kenji Tanaka","room":"Exam 2","type":"Consult","doctor":"Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"01:00 PM","patient":"Priya Nair","room":"Exam 3","type":"New Patient","doctor":"Patel","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/8","value":{"id":"a9","time":"01:45 PM","patient":"Marcus Johnson","room":"Consult A","type":"Follow-up","doctor":"Kim","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/9","value":{"id":"a10","time":"02:30 PM","patient":"Olivia Brown","room":"Exam 1","type":"Dermatology","doctor":"Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/10","value":{"id":"a11","time":"03:15 PM","patient":"Liam O'Connor","room":"Exam 2","type":"Follow-up","doctor":"Patel","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/11","value":{"id":"a12","time":"03:45 PM","patient":"Aisha Khan","room":"Exam 3","type":"Pediatric","doctor":"Kim","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/12","value":{"id":"a13","time":"04:30 PM","patient":"Noah Williams","room":"Consult A","type":"Results","doctor":"Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/13","value":{"id":"a14","time":"05:00 PM","patient":"Isabella Garcia","room":"Exam 1","type":"Follow-up","doctor":"Patel","status":"Scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..7ec76fe29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,99 @@
+{"op":"add","path":"/root","value":"clinic-root"}
+{"op":"add","path":"/elements/clinic-root","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header-card","stats-row","rooms-detail-card","next-patient-card","appointments-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-titles","date-nav"]}}
+{"op":"add","path":"/elements/header-titles","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["header-title-heading","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title-heading","value":{"type":"Heading","props":{"text":"Reception — Day View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/currentDateFormatted} • Main Clinic — Front Desk"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-nav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"end","wrap":true},"children":["btn-prev","date-display","btn-next","date-picker"]}}
+{"op":"add","path":"/elements/btn-prev","value":{"type":"Button","props":{"label":"◀ Yesterday","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2026-05-12"}}},"children":[]}}
+{"op":"add","path":"/elements/date-display","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"none","align":"center"},"children":["date-display-label","date-display-value"]}}
+{"op":"add","path":"/elements/date-display-label","value":{"type":"TextContent","props":{"text":"Viewing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-display-value","value":{"type":"TextContent","props":{"text":{"$state":"/currentDate"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:30","duration":"20 min","patientName":"James Lee","type":"Consult • Dr. Chen","roomLabel":"Room 2","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"13:00","duration":"30 min","patientName":"Fatima Al-Hadi","type":"New Patient • Dr. Rivera","roomLabel":"Room 1","status":"scheduled"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..234c25de1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1 @@
+{"op":"add","path":"/root","value":"main"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..01f36ef53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","metricsRow","nextPatientCard","contentRow"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["headerTitle","headerSubtitle","dateNavRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Clinic Reception — Day View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Tuesday, August 18, 2026 • Front Desk Overview","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dateNavRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["btnPrev","datePickerControl","btnNext","btnToday"]}}
+{"op":"add","path":"/elements/btnPrev","value":{"type":"Button","props":{"label":"◀ Yesterday","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2026-08-17"}}},"children":[]}}
+{"op":"add","path":"/elements/datePickerControl","value":{"type":"FormControl","props":{"label":"Selected Day","input":"datePicker"},"children":[]}}
+{"op":"add","path":"/elements/datePicker","value":{"type":"DatePicker","props":{"name":"selectedDate","mode":"single","value":[]}},"children":[]}}
+{"op":"add","path":"/elements/btnNext","value":{"type":"Button","props":{"label":"Tomorrow ▶","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2026-08-19"}}},"children":[]}}
+{"op":"add","path":"/elements/btnToday","value":{"type":"Button","props":{"label":"Today","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"2026-08-18"}}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"2026-08-18"}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metricExpected","metricNoShow","metricRooms"]}}
+{"op":"add","path":"/elements/metricExpected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["metricExpectedLabel","metricExpectedValue","metricExpectedSub"]}}
+{"op":"add","path":"/elements/metricExpectedLabel","value":{"type":"TextContent","props":{"text":"EXPECTED TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricExpectedValue","value":{"type":"Heading","props":{"text":"8 patients","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metricExpectedSub","value":{"type":"TextContent","props":{"text":"08:30 — 14:00 • 2 checked in, 2 waiting","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricNoShowLabel","metricNoShowValue","metricNoShowProgress","metricNoShowSub"]}}
+{"op":"add","path":"/elements/metricNoShowLabel","value":{"type":"TextContent","props":{"text":"NO-SHOW RATE — THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowValue","value":{"type":"Heading","props":{"text":"12% no-show","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowProgress","value":{"type":"Progress","props":{"value":12,"label":"9 of 75 appointments"},"children":[]}}
+{"op":"add","path":"/elements/metricNoShowSub","value":{"type":"TextContent","props":{"text":"August 1–18 • Down from 15% in July","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metricRoomsValue","value":{"type":"Heading","props":{"text":"3 / 5 free","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metricRoomsSub","value":{"type":"TextContent","props":{"text":"Room 2, 3 & Procedure free • Updated just now","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expected":8,"noShowRate":12,"noShowCount":9,"monthTotal":75,"roomsFree":3,"roomsTotal":5}}
+{"op":"add","path":"/elements/nextPatientCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["nextPatientHeader","nextPatientDetailsRow","calloutCheckedIn"]}}
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+{"op":"add","path":"/elements/nextPatientName","value":{"type":"Heading","props":{"text":"Marcus Chen — 09:00","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientDetails","value":{"type":"TextContent","props":{"text":"Follow-up • Dr. Alvarez • Room 2 • Waiting since 08:52","size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/nextPatientBadge","value":{"type":"Badge","props":{"text":"● NEXT UP","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/nextPatientActions","value":{"type":"Buttons","props":{"buttons":["btnCallNext","btnMarkArrived"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnCallNext","value":{"type":"Button","props":{"label":"Call Again","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/btnMarkArrived","value":{"type":"Button","props":{"label":"Mark Arrived","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastCheckedIn","value":"Marcus Chen"}}},"children":[]}}
+{"op":"add","path":"/elements/calloutCheckedIn","value":{"type":"Callout","props":{"variant":"success","title":"Checked in","description":"Patient marked as arrived and notified."},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Marcus Chen","time":"09:00","type":"Follow-up","doctor":"Dr. Alvarez","room":"Room 2","status":"Waiting"}}
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+{"op":"add","path":"/elements/contentRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["appointmentsCard","sidePanel"]}}
+{"op":"add","path":"/elements/appointmentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointmentsHeader","appointmentsTableHeader","appointmentsList","separatorAppt","checkInFeedback"]}}
+{"op":"add","path":"/elements/appointmentsHeader","value":{"type":"CardHeader","props":{"title":"Today's Appointments","subtitle":"8 scheduled for Tue, Aug 18 • Tap Check In to mark arrival"},"children":[]}}
+{"op":"add","path":"/elements/appointmentsTableHeader","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between"},"children":["thTime","thPatient","thType","thRoom","thStatus","thAction"]}}
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+{"op":"add","path":"/elements/thPatient","value":{"type":"TextContent","props":{"text":"PATIENT","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/checkInFeedback","value":{"type":"TextCallout","props":{"variant":"success","title":"Checked in","description":{"$template":"${/lastCheckedIn} has been checked in and added to the waiting queue."}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
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index 000000000..c61e84d90
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new file mode 100644
index 000000000..0b2a72a8a
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new file mode 100644
index 000000000..d34e74a4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-content__r4.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..a3ce61f7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,108 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..893c6a082
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,97 @@
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+{"op":"add","path":"/state/account","value":{"name":"Acme Corporation","owner":"Sarah Chen","ownerTitle":"Senior Account Executive","industry":"Manufacturing • Enterprise"}}
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+{"op":"add","path":"/elements/notesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["notesHeader","noteInput","noteAddButton"]}}
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+{"op":"add","path":"/elements/noteInput","value":{"type":"TextArea","props":{"name":"quickNote","placeholder":"Type a note about this account... e.g., Priya wants pricing by EOD","rows":4,"value":{"$bindState":"/newNoteText"}},"children":[]}}
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+{"op":"add","path":"/state/newNoteText","value":""}
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+{"op":"add","path":"/elements/logCallOutcomeControl","value":{"type":"FormControl","props":{"label":"Outcome","input":"logCallOutcomeSelect"},"children":[]}}
+{"op":"add","path":"/elements/logCallOutcomeSelect","value":{"type":"Select","props":{"name":"callOutcome","placeholder":"Select outcome","items":["outcome1","outcome2","outcome3","outcome4"],"value":{"$bindState":"/logCall/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/outcome1","value":{"type":"SelectItem","props":{"value":"connected","label":"Connected — conversation held"},"children":[]}}
+{"op":"add","path":"/elements/outcome2","value":{"type":"SelectItem","props":{"value":"voicemail","label":"Voicemail left"},"children":[]}}
+{"op":"add","path":"/elements/outcome3","value":{"type":"SelectItem","props":{"value":"no-answer","label":"No answer"},"children":[]}}
+{"op":"add","path":"/elements/outcome4","value":{"type":"SelectItem","props":{"value":"follow-up","label":"Follow-up scheduled"},"children":[]}}
+{"op":"add","path":"/elements/logCallNotesControl","value":{"type":"FormControl","props":{"label":"Call notes","input":"logCallNotesInput","hint":"What was discussed?"},"children":[]}}
+{"op":"add","path":"/elements/logCallNotesInput","value":{"type":"TextArea","props":{"name":"callNotes","placeholder":"e.g., Discussed renewal terms, CFO asked for 2-year option...","rows":3,"value":{"$bindState":"/logCall/notes"}},"children":[]}}
+{"op":"add","path":"/elements/logCallDateControl","value":{"type":"FormControl","props":{"label":"Call date","input":"logCallDatePicker"},"children":[]}}
+{"op":"add","path":"/elements/logCallDatePicker","value":{"type":"DatePicker","props":{"name":"callDate","mode":"single","value":{"$bindState":"/logCall/date"}},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..d4bdf057f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,117 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["accountName","accountMeta","accountSub"]}}
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+{"op":"add","path":"/elements/accountHealthTag","value":{"type":"Tag","props":{"text":"● Healthy","variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/ownerAvatar","value":{"type":"Avatar","props":{"fallback":"SC","alt":"Sarah Chen"},"children":[]}}
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+{"op":"add","path":"/elements/btnEmail","value":{"type":"Button","props":{"label":"Email Account","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Northwind Logistics","owner":"Sarah Chen","ownerTitle":"Enterprise AE","segment":"Enterprise · Logistics","health":"Healthy"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..8a5f6570a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,118 @@
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+{"op":"add","path":"/elements/headerTags","value":{"type":"TagBlock","props":{"tags":["Enterprise","High Priority","Health: At Risk"]},"children":[]}}
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+{"op":"add","path":"/state/notes/1","value":{"id":"n2","text":"Left voicemail for Elena — will retry tomorrow with updated redlines.","author":"Sarah Chen","date":"Aug 14, 2026"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..167d84227
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controlsRow","kpiRow","expensesSection","transactionsSection","downloadFeedback"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Month-End Finance — April 2026","subtitle":"Startup runway, burn and cash position • Single-screen close view"},"children":[]}}
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+{"op":"add","path":"/elements/monthControl","value":{"type":"FormControl","props":{"label":"Statement month","input":"monthSelect","hint":"Switch months to compare close"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"monthSelect","items":["optApr","optMar","optFeb","optJan"],"placeholder":"Select month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
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+{"op":"add","path":"/elements/optMar","value":{"type":"SelectItem","props":{"value":"2026-03","label":"March 2026"},"children":[]}}
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+{"op":"add","path":"/state/selectedMonth","value":"2026-04"}
+{"op":"add","path":"/elements/downloadBtn","value":{"type":"Button","props":{"label":"Download Statement (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
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+{"op":"add","path":"/elements/kpiRunwayNote","value":{"type":"Callout","props":{"variant":"warning","title":"Runway < 9 months","description":"At current burn, raise or reduce burn by ~$38k/mo to reach 9 months."},"children":[]}}
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+{"op":"add","path":"/state/transactionsHigh/4","value":{"date":"2026-04-28","description":"Marketing — Google Ads","category":"Marketing","amount":10900}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..81a221057
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,68 @@
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+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","downloadSuccessCallout","kpiRow","midRow","transactionsCard","footerNote"]}}
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+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","subtitleMain"]}}
+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Month-End Finance — March 2026","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitleMain","value":{"type":"TextContent","props":{"text":"Startup runway & burn overview • Close date: Mar 31, 2026 • All figures USD","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/monthFormControl","value":{"type":"FormControl","props":{"label":"View month","input":"monthSelect"},"children":[]}}
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+{"op":"add","path":"/state/selectedMonth","value":"2026-03"}
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+{"op":"add","path":"/elements/downloadSuccessCallout","value":{"type":"Callout","props":{"variant":"success","title":"Statement ready","description":"March 2026 statement PDF is downloading. Check your downloads folder."},"visible":{"$state":"/showDownloadSuccess","eq":true},"children":[]}}
+{"op":"add","path":"/state/showDownloadSuccess","value":false}
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+{"op":"add","path":"/elements/kpiCashHeader","value":{"type":"CardHeader","props":{"title":"Cash on Hand","subtitle":"Bank + treasury • EOM balance"},"children":[]}}
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+{"op":"add","path":"/elements/kpiCashSub","value":{"type":"TextContent","props":{"text":"↑ $18,200 vs Feb • No credit line drawn","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiRunwaySub","value":{"type":"TextContent","props":{"text":"Runway to ~Oct 2026 • Raise target: $3M by Aug","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/expenseHeader","value":{"type":"CardHeader","props":{"title":"Expenses Split by Category","subtitle":"March burn $127,400 • 5 categories"},"children":[]}}
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+{"op":"add","path":"/elements/trendHeader","value":{"type":"CardHeader","props":{"title":"Burn Trend","subtitle":"Last 6 months • Net burn"},"children":[]}}
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+{"op":"add","path":"/elements/trendSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/trendInsight","value":{"type":"TextCallout","props":{"variant":"warning","title":"Watch","description":"Feb spike due to annual SOC 2 audit ($14k) + offsite. March normalized."},"children":[]}}
+{"op":"add","path":"/elements/transactionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactionsHeader","transactionsInfo","transactionsTable"]}}
+{"op":"add","path":"/elements/transactionsHeader","value":{"type":"CardHeader","props":{"title":"Transactions > $10,000 — March 2026","subtitle":"6 transactions • Filtered from 87 total • Sorted by amount desc"},"children":[]}}
+{"op":"add","path":"/elements/transactionsInfo","value":{"type":"Alert","props":{"title":"Large transaction review","description":"All items above $10k require founder approval. 6 flagged this month totaling $98,400.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/transactionsTable","value":{"type":"Table","props":{"columns":["colDate","colVendor","colCategory","colAmount","colStatus"]},"children":[]}}
+{"op":"add","path":"/elements/colDate","value":{"type":"Col","props":{"label":"Date","data":["Mar 04","Mar 11","Mar 14","Mar 19","Mar 22","Mar 28"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colVendor","value":{"type":"Col","props":{"label":"Vendor / Description","data":["Rippling — Payroll","AWS — Infra (annual commit)","First Round — Legal retainer","Google Ads — Campaign","Gusto — Payroll + benefits","Vanta — SOC 2 audit"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colCategory","value":{"type":"Col","props":{"label":"Category","data":["Engineering","Engineering","G&A","Marketing","Operations","G&A"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colAmount","value":{"type":"Col","props":{"label":"Amount","data":["$28,400","$18,000","$15,000","$14,200","$12,800","$10,000"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["Cleared","Cleared","Cleared","Cleared","Cleared","Pending"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["footerText","footerActions"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":"Statement ID: STMT-2026-03-8841 • Generated Apr 1, 2026 • Source: Mercury, Brex, QuickBooks","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerActions","value":{"type":"Buttons","props":{"buttons":["btnCsv","btnReconcile"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnCsv","value":{"type":"Button","props":{"label":"Download CSV","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showDownloadSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btnReconcile","value":{"type":"Button","props":{"label":"View full ledger","variant":"tertiary","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..602c3f0ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,73 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","downloadSuccess","kpiRow","expensesSection","transactionsSection","footerNote"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["headerLeft","headerActions"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Month-End Finance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"Showing ${/selectedMonth} • Close: Feb 28, 2026 • All amounts USD"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["monthFormControl","downloadBtn"]}}
+{"op":"add","path":"/elements/monthFormControl","value":{"type":"FormControl","props":{"label":"Reporting month","input":"monthSelect","hint":"Switch to view a different close"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"selectedMonth","items":["opt-2025-09","opt-2025-10","opt-2025-11","opt-2025-12","opt-2026-01","opt-2026-02"],"placeholder":"Select month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/elements/opt-2025-09","value":{"type":"SelectItem","props":{"value":"2025-09","label":"Sep 2025"},"children":[]}}
+{"op":"add","path":"/elements/opt-2025-10","value":{"type":"SelectItem","props":{"value":"2025-10","label":"Oct 2025"},"children":[]}}
+{"op":"add","path":"/elements/opt-2025-11","value":{"type":"SelectItem","props":{"value":"2025-11","label":"Nov 2025"},"children":[]}}
+{"op":"add","path":"/elements/opt-2025-12","value":{"type":"SelectItem","props":{"value":"2025-12","label":"Dec 2025"},"children":[]}}
+{"op":"add","path":"/elements/opt-2026-01","value":{"type":"SelectItem","props":{"value":"2026-01","label":"Jan 2026"},"children":[]}}
+{"op":"add","path":"/elements/opt-2026-02","value":{"type":"SelectItem","props":{"value":"2026-02","label":"Feb 2026 (current)"},"children":[]}}
+{"op":"add","path":"/elements/downloadBtn","value":{"type":"Button","props":{"label":"Download Statement (PDF)","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/downloadSuccess","value":{"type":"Callout","props":{"variant":"success","title":"Statement ready","description":"February 2026 statement downloaded — 842KB PDF. Check your downloads folder."},"visible":{"$state":"/downloaded","eq":true},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-02"}
+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["cashCard","burnCard","runwayCard"]}}
+{"op":"add","path":"/elements/cashCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cashLabel","cashValue","cashSub","cashBadge"]}}
+{"op":"add","path":"/elements/cashLabel","value":{"type":"TextContent","props":{"text":"1 — Cash on hand","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cashValue","value":{"type":"TextContent","props":{"text":{"$state":"/cashOnHand"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cashSub","value":{"type":"TextContent","props":{"text":"All operating accounts • As of Feb 28, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cashBadge","value":{"type":"Badge","props":{"text":"Healthy • +$18k vs Jan","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/burnCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burnLabel","burnValue","burnSub","burnBadge"]}}
+{"op":"add","path":"/elements/burnLabel","value":{"type":"TextContent","props":{"text":"2 — Monthly burn (Feb)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burnValue","value":{"type":"TextContent","props":{"text":{"$state":"/monthlyBurn"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burnSub","value":{"type":"TextContent","props":{"text":"Avg. last 3 months: $124,200 • Net burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burnBadge","value":{"type":"Badge","props":{"text":"+2.6% vs Jan","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/runwayCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runwayLabel","runwayValue","runwayProgress","runwaySub"]}}
+{"op":"add","path":"/elements/runwayLabel","value":{"type":"TextContent","props":{"text":"3 — Months of runway","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runwayValue","value":{"type":"TextContent","props":{"text":{"$template":"${/runwayMonths} months"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runwayProgress","value":{"type":"Progress","props":{"value":55,"label":"6.6 / 12 mo target • Through Sep 2026 at current burn"},"children":[]}}
+{"op":"add","path":"/elements/runwaySub","value":{"type":"TextContent","props":{"text":"Runway = cash on hand ÷ monthly burn. Assumes no new revenue.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/cashOnHand","value":"$842,000"}
+{"op":"add","path":"/state/monthlyBurn","value":"$127,500"}
+{"op":"add","path":"/state/runwayMonths","value":6.6}
+{"op":"add","path":"/elements/expensesSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expensesHeader","expensesRow"]}}
+{"op":"add","path":"/elements/expensesHeader","value":{"type":"CardHeader","props":{"title":"4 — Expenses split by category","subtitle":"February 2026 • Total $127,500"},"children":[]}}
+{"op":"add","path":"/elements/expensesRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expensesChartWrap","expensesLegend"]}}
+{"op":"add","path":"/elements/expensesChartWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["expensePie","expenseCaption"]}}
+{"op":"add","path":"/elements/expensePie","value":{"type":"PieChart","props":{"labels":{"$state":"/chartLabels"},"values":{"$state":"/chartValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/expenseCaption","value":{"type":"TextContent","props":{"text":"Payroll 58% dominates burn • Hover slices for detail","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expensesLegend","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["legendTitle","legendContainer"]}}
+{"op":"add","path":"/elements/legendTitle","value":{"type":"TextContent","props":{"text":"Breakdown","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legendContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/expenses","key":"category"},"children":["legendRow"]}}
+{"op":"add","path":"/elements/legendRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["legendCategory","legendAmountWrap"]}}
+{"op":"add","path":"/elements/legendCategory","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legendAmountWrap","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs","align":"center"},"children":["legendAmount","legendPct"]}}
+{"op":"add","path":"/elements/legendAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${value}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legendPct","value":{"type":"Badge","props":{"text":{"$template":"${pct}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/chartLabels","value":["Payroll & Benefits","Infrastructure (AWS/GCP)","Marketing & Sales","Rent & Facilities","Software & Tools"]}
+{"op":"add","path":"/state/chartValues","value":[74000,22100,14800,9500,7100]}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"category":"Payroll & Benefits","value":74000,"pct":58}}
+{"op":"add","path":"/state/expenses/1","value":{"category":"Infrastructure (AWS/GCP)","value":22100,"pct":17}}
+{"op":"add","path":"/state/expenses/2","value":{"category":"Marketing & Sales","value":14800,"pct":12}}
+{"op":"add","path":"/state/expenses/3","value":{"category":"Rent & Facilities","value":9500,"pct":7}}
+{"op":"add","path":"/state/expenses/4","value":{"category":"Software & Tools","value":7100,"pct":6}}
+{"op":"add","path":"/elements/transactionsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transHeader","transTable","transNote"]}}
+{"op":"add","path":"/elements/transHeader","value":{"type":"CardHeader","props":{"title":"5 — Transactions above $10,000 this month","subtitle":"Flagged for review • 5 transactions • Feb 1–28, 2026"},"children":[]}}
+{"op":"add","path":"/elements/transTable","value":{"type":"Table","props":{"columns":["colDate","colDesc","colCategory","colAmount"]},"children":[]}}
+{"op":"add","path":"/elements/colDate","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transDates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colDesc","value":{"type":"Col","props":{"label":"Description","data":{"$state":"/transDescs"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colCategory","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transCategories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colAmount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transAmounts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transNote","value":{"type":"TextContent","props":{"text":"Threshold: $10,000. Full ledger (127 transactions) included in the downloaded statement. Tap Download Statement above to export CSV + PDF.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/transDates","value":["2026-02-03","2026-02-11","2026-02-14","2026-02-19","2026-02-26"]}
+{"op":"add","path":"/state/transDescs","value":["AWS — Annual Reserved Instances","Payroll — Engineering (semi-monthly)","Office Lease — SF HQ","Marketing — SaaStr Sponsorship","Legal — Financing fees (SAFE)"]}
+{"op":"add","path":"/state/transCategories","value":["Infrastructure","Payroll & Benefits","Rent & Facilities","Marketing & Sales","Professional Services"]}
+{"op":"add","path":"/state/transAmounts","value":["$18,400","$45,200","$12,500","$14,800","$11,900"]}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Next close: Mar 31, 2026 • Runway assumes current burn and no new revenue • Data frozen Feb 28, 2026 11:59 PM PT","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..6f7dfec5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","middleRow","transactionsCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["titleHeading","subtitle"]}}
+{"op":"add","path":"/elements/titleHeading","value":{"type":"Heading","props":{"text":"Month-End Finance — March 2026","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Closed 3 days ago • Next close Apr 30 • All figures in USD","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end"},"children":["monthFormControl","downloadDialog"]}}
+{"op":"add","path":"/elements/monthFormControl","value":{"type":"FormControl","props":{"label":"View month","input":"monthSelect","hint":"Change period"},"children":[]}}
+{"op":"add","path":"/elements/monthSelect","value":{"type":"Select","props":{"name":"month","items":["monthOptMar","monthOptFeb","monthOptJan"],"placeholder":"Select month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/elements/monthOptMar","value":{"type":"SelectItem","props":{"value":"2026-03","label":"March 2026 — Current"},"children":[]}}
+{"op":"add","path":"/elements/monthOptFeb","value":{"type":"SelectItem","props":{"value":"2026-02","label":"February 2026"},"children":[]}}
+{"op":"add","path":"/elements/monthOptJan","value":{"type":"SelectItem","props":{"value":"2026-01","label":"January 2026"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-03"}
+{"op":"add","path":"/elements/downloadDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Download statement","title":"Statement ready","description":"March 2026 month-end statement (PDF) — includes P&L, balance sheet, and transaction ledger.","triggerVariant":"default"},"children":["downloadText","downloadMeta","downloadActions"]}}
+{"op":"add","path":"/elements/downloadText","value":{"type":"TextContent","props":{"text":"Your download will start automatically. File: **Acme_March-2026_Statement.pdf** (1.4 MB)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/downloadMeta","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["metaLeft","metaRight"]}}
+{"op":"add","path":"/elements/metaLeft","value":{"type":"TextContent","props":{"text":"Period: Mar 1–31, 2026\nPrepared: Apr 3, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metaRight","value":{"type":"Badge","props":{"text":"Audited","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/downloadActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"end"},"children":["downloadConfirmBadge"]}}
+{"op":"add","path":"/elements/downloadConfirmBadge","value":{"type":"TextCallout","props":{"variant":"success","title":"Ready to download","description":"Click outside to close. In a real app this triggers the file download."},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["cashCard","burnCard","runwayCard"]}}
+{"op":"add","path":"/elements/cashCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cashHeader","cashAmount","cashSub","cashBadge"]}}
+{"op":"add","path":"/elements/cashHeader","value":{"type":"CardHeader","props":{"title":"Cash on hand","subtitle":"1. Cash • Bank + treasury"},"children":[]}}
+{"op":"add","path":"/elements/cashAmount","value":{"type":"TextContent","props":{"text":{"$template":"${/cashDisplay}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/cashDisplay","value":"$842,500"}
+{"op":"add","path":"/elements/cashSub","value":{"type":"TextContent","props":{"text":"As of Mar 31, 2026 • +$18.2k vs Feb","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cashBadge","value":{"type":"Badge","props":{"text":"Healthy reserve","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/burnCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burnHeader","burnAmount","burnSub","burnBadge"]}}
+{"op":"add","path":"/elements/burnHeader","value":{"type":"CardHeader","props":{"title":"Monthly burn","subtitle":"2. Net cash outflow"},"children":[]}}
+{"op":"add","path":"/elements/burnAmount","value":{"type":"TextContent","props":{"text":{"$template":"${/burnDisplay}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/burnDisplay","value":"$127,400"}
+{"op":"add","path":"/elements/burnSub","value":{"type":"TextContent","props":{"text":"March 2026 • Avg 3-mo: $124,900","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burnBadge","value":{"type":"Badge","props":{"text":"▲ 4.2% vs Feb","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/runwayCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runwayHeader","runwayAmount","runwaySub","runwayProgress","runwayCallout"]}}
+{"op":"add","path":"/elements/runwayHeader","value":{"type":"CardHeader","props":{"title":"Runway","subtitle":"3. Months at current burn"},"children":[]}}
+{"op":"add","path":"/elements/runwayAmount","value":{"type":"TextContent","props":{"text":{"$template":"${/runwayDisplay}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/runwayDisplay","value":"6.6 months"}
+{"op":"add","path":"/elements/runwaySub","value":{"type":"TextContent","props":{"text":"$842,500 ÷ $127,400 • Through Oct 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runwayProgress","value":{"type":"Progress","props":{"value":55,"label":"55% of 12-month target"},"children":[]}}
+{"op":"add","path":"/elements/runwayCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Runway under 9 months","description":"Consider reducing burn or planning fundraise in next 2 quarters."},"children":[]}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["expenseCard"]}}
+{"op":"add","path":"/elements/expenseCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expenseHeader","expenseSubtext","expenseChartWrap","expenseTable"]}}
+{"op":"add","path":"/elements/expenseHeader","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"4. Split of $127,400 burn — March 2026"},"children":[]}}
+{"op":"add","path":"/elements/expenseSubtext","value":{"type":"TextContent","props":{"text":"Donut = share of total burn. Table below shows exact amounts.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expenseChartWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["expensePie","expenseLegend"]}}
+{"op":"add","path":"/elements/expensePie","value":{"type":"PieChart","props":{"labels":["Engineering","Sales & Marketing","Operations","G&A","Infrastructure"],"values":[58200,32800,18400,11200,6800],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/expenseLegend","value":{"type":"TagBlock","props":{"tags":["Engineering 45.7%","Sales & Marketing 25.7%","Operations 14.4%","G&A 8.8%","Infrastructure 5.3%"]},"children":[]}}
+{"op":"add","path":"/elements/expenseTable","value":{"type":"Table","props":{"columns":["expColCategory","expColAmount","expColShare"]},"children":[]}}
+{"op":"add","path":"/elements/expColCategory","value":{"type":"Col","props":{"label":"Category","data":["Engineering","Sales & Marketing","Operations","G&A","Infrastructure"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/expColAmount","value":{"type":"Col","props":{"label":"Amount","data":["$58,200","$32,800","$18,400","$11,200","$6,800"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/expColShare","value":{"type":"Col","props":{"label":"Share","data":["45.7%","25.7%","14.4%","8.8%","5.3%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transactionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transHeader","transSub","transTable","transFootnote"]}}
+{"op":"add","path":"/elements/transHeader","value":{"type":"CardHeader","props":{"title":"Transactions > $10,000","subtitle":"5. Large transactions this month — 5 items"},"children":[]}}
+{"op":"add","path":"/elements/transSub","value":{"type":"TextContent","props":{"text":"Filtered to show only debits above $10,000 in March 2026. Sorted by date.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transTable","value":{"type":"Table","props":{"columns":["colDate","colVendor","colCategory","colAmount"]},"children":[]}}
+{"op":"add","path":"/elements/colDate","value":{"type":"Col","props":{"label":"Date","data":["2026-03-04","2026-03-11","2026-03-14","2026-03-19","2026-03-26"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colVendor","value":{"type":"Col","props":{"label":"Vendor / Description","data":["AWS — Cloud infrastructure","Rippling — Payroll","Google Ads — Campaign spend","Brex — Office lease","Stripe — Payment processing fees"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colCategory","value":{"type":"Col","props":{"label":"Category","data":["Infrastructure","Payroll","Sales & Marketing","Operations","G&A"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colAmount","value":{"type":"Col","props":{"label":"Amount","data":["$18,400","$42,150","$15,600","$11,200","$12,850"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transFootnote","value":{"type":"TextContent","props":{"text":"Total of large transactions: **$100,200** (78.6% of monthly burn) • 12 smaller transactions under $10k not shown.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..bc5dd0b35
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,79 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiRow","searchCard","delayedSection","shipmentsHeader","shipmentsListContainer","chartsRow","weeklyVolumeCard","footerBar"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cardHeader","lastRefreshRow"]}}
+{"op":"add","path":"/elements/cardHeader","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"Monitoring 147 active shipments • 8 carriers • Global network"},"children":[]}}
+{"op":"add","path":"/elements/lastRefreshRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["lastRefreshLabel","lastRefreshValue","refreshBtn"]}}
+{"op":"add","path":"/elements/lastRefreshLabel","value":{"type":"TextContent","props":{"text":"Last refreshed:","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/lastRefreshValue","value":{"type":"TextContent","props":{"text":{"$state":"/meta/lastRefreshed"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refreshBtn","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/meta","value":{"lastRefreshed":"Aug 18, 2026 — 08:42 UTC • Auto-refresh every 15m","nextRefresh":"08:57 UTC"}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiOnTimeCard","kpiAvgCostCard","kpiFlaggedCard"]}}
+{"op":"add","path":"/elements/kpiOnTimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiOnTimeTitle","kpiOnTimeValue","kpiOnTimeProgress","kpiOnTimeSub"]}}
+{"op":"add","path":"/elements/kpiOnTimeTitle","value":{"type":"TextContent","props":{"text":"On-Time % — This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeProgress","value":{"type":"Progress","props":{"value":87,"label":"87% on-time"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeSub","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimeCount} of ${/metrics/totalShipments} shipments on schedule"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiAvgCostTitle","kpiAvgCostValue","kpiAvgCostSub","kpiAvgCostTrend"]}}
+{"op":"add","path":"/elements/kpiAvgCostTitle","value":{"type":"TextContent","props":{"text":"Average Cost per Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostSub","value":{"type":"TextContent","props":{"text":"Across 163 shipments • Aug 1–18","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostTrend","value":{"type":"TagBlock","props":{"tags":["↓ 3.2% vs July","$1,327 prev. avg"]},"children":[]}}
+{"op":"add","path":"/elements/kpiFlaggedCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiFlaggedTitle","kpiFlaggedValue","kpiFlaggedSub"]}}
+{"op":"add","path":"/elements/kpiFlaggedTitle","value":{"type":"TextContent","props":{"text":"Flagged Shipments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiFlaggedValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/flaggedCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiFlaggedSub","value":{"type":"TextContent","props":{"text":"2 escalated • 1 awaiting carrier reply","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePct":87,"onTimeCount":142,"totalShipments":163,"avgCost":1284,"flaggedCount":3}}
+{"op":"add","path":"/elements/searchCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["searchControl","searchHint"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search by Route","input":"searchInput","hint":"Filter by origin, destination, carrier or ID (e.g. Shanghai → Rotterdam)"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"Try: Shanghai → Rotterdam, LAX, MAERSK...","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/searchHint","value":{"type":"TextContent","props":{"text":"Showing all in-transit shipments. Type to narrow the list below.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/delayedSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayedCallout","delayedListContainer"]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"3 Delayed Shipments Require Attention","description":"ETA slipped >24h — flagged for coordinator review. Use Flag to escalate to carrier ops."},"children":[]}}
+{"op":"add","path":"/elements/delayedListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayedItem"]}}
+{"op":"add","path":"/elements/delayedItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["delayedItemRoute","delayedItemEta","delayedItemStatus","delayedItemFlagBtn"]}}
+{"op":"add","path":"/elements/delayedItemRoute","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemEta","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta} • ${delay}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemFlagBtn","value":{"type":"Button","props":{"label":"Flagged","variant":"secondary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-88421","origin":"Shanghai (CNSHA)","destination":"Rotterdam (NLRTM)","eta":"Aug 19, 18:00","delay":"+38h delay","status":"Delayed — Customs Hold","flagged":true,"carrier":"COSCO"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-88409","origin":"Los Angeles (USLAX)","destination":"Hamburg (DEHAM)","eta":"Aug 20, 09:30","delay":"+27h delay","status":"Delayed — Port Congestion","flagged":true,"carrier":"Maersk"}}
+{"op":"add","path":"/state/delayedShipments/2","value":{"id":"SHP-88397","origin":"Nhava Sheva (INNSA)","destination":"Felixstowe (GBFXT)","eta":"Aug 18, 14:15","delay":"+52h delay","status":"Delayed — Vessel Delay","flagged":false,"carrier":"MSC"}}
+{"op":"add","path":"/elements/shipmentsHeader","value":{"type":"Heading","props":{"text":"Shipments in Transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipmentCard"]}}
+{"op":"add","path":"/elements/shipmentCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["shipmentRouteCol","shipmentEtaCol","shipmentStatusCol","shipmentFlagCol"]}}
+{"op":"add","path":"/elements/shipmentRouteCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["routeText","routeSubText"]}}
+{"op":"add","path":"/elements/routeText","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/routeSubText","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["etaText","etaSub"]}}
+{"op":"add","path":"/elements/etaText","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/etaSub","value":{"type":"TextContent","props":{"text":{"$item":"routeCode"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentStatusCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["statusBadge"]}}
+{"op":"add","path":"/elements/statusBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlagCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["flagBtn","flaggedTag"]}}
+{"op":"add","path":"/elements/flagBtn","value":{"type":"Button","props":{"label":"Flag","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/flaggedTag","value":{"type":"Tag","props":{"text":"Flagged","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-88421","origin":"Shanghai","destination":"Rotterdam","eta":"Aug 19, 18:00","status":"Delayed","carrier":"COSCO","routeCode":"CNSHA → NLRTM • 38d transit","flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-88409","origin":"Los Angeles","destination":"Hamburg","eta":"Aug 20, 09:30","status":"Delayed","carrier":"Maersk","routeCode":"USLAX → DEHAM • 22d transit","flagged":true}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-88397","origin":"Nhava Sheva","destination":"Felixstowe","eta":"Aug 18, 14:15","status":"Delayed","carrier":"MSC","routeCode":"INNSA → GBFXT • 26d transit","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-88433","origin":"Singapore","destination":"Long Beach","eta":"Aug 22, 07:00","status":"In Transit","carrier":"ONE","routeCode":"SGSIN → USLGB • 18d transit","flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-88418","origin":"Busan","destination":"Antwerp","eta":"Aug 21, 11:45","status":"In Transit","carrier":"Hapag-Lloyd","routeCode":"KRPUS → BEANR • 31d transit","flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-88427","origin":"Rotterdam","destination":"New York","eta":"Aug 19, 22:10","status":"On Schedule","carrier":"Maersk","routeCode":"NLRTM → USNYC • 9d transit","flagged":false}}
+{"op":"add","path":"/state/shipments/6","value":{"id":"SHP-88415","origin":"Jebel Ali","destination":"Valencia","eta":"Aug 23, 16:20","status":"On Schedule","carrier":"MSC","routeCode":"AEJEA → ESVLC • 14d transit","flagged":false}}
+{"op":"add","path":"/state/shipments/7","value":{"id":"SHP-88402","origin":"Santos","destination":"Shanghai","eta":"Aug 24, 05:00","status":"In Transit","carrier":"COSCO","routeCode":"BRSSZ → CNSHA • 36d transit","flagged":false}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["carrierCard"]}}
+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrierHeader","carrierPie","carrierLegend"]}}
+{"op":"add","path":"/elements/carrierHeader","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"TEU volume share — August MTD (1,420 TEU)"},"children":[]}}
+{"op":"add","path":"/elements/carrierPie","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierSplit/labels"},"values":{"$state":"/carrierSplit/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/carrierLegend","value":{"type":"TagBlock","props":{"tags":["Maersk 38%","MSC 24%","COSCO 18%","Hapag-Lloyd 9%","ONE 7%","Others 4%"]},"children":[]}}
+{"op":"add","path":"/state/carrierSplit","value":{"labels":["Maersk","MSC","COSCO","Hapag-Lloyd","ONE","Others"],"values":[38,24,18,9,7,4]}}
+{"op":"add","path":"/elements/weeklyVolumeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weeklyHeader","weeklyBar"]}}
+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Weekly Volume — Past Two Months","subtitle":"Shipments dispatched per week (8 weeks)"},"children":[]}}
+{"op":"add","path":"/elements/weeklyBar","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weeklySeries"],"variant":"grouped","xLabel":"Week starting","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 24","Jul 01","Jul 08","Jul 15","Jul 22","Jul 29","Aug 05","Aug 12"],"values":[42,38,45,51,47,44,49,52]}}
+{"op":"add","path":"/elements/footerBar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["footerText","footerTag"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":{"$template":"Data last refreshed: ${/meta/lastRefreshed} • Source: TMS + Carrier EDI feeds • Next auto-refresh at ${/meta/nextRefresh}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerTag","value":{"type":"Badge","props":{"text":"Live","variant":"secondary"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..2cc21555f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,84 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","chartsRow","searchCard","shipmentsCard","delayedCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appHeading","appSubtitle"]}}
+{"op":"add","path":"/elements/appHeading","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/appSubtitle","value":{"type":"TextContent","props":{"text":"In-transit control • Route & carrier performance • Flag exceptions","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["lastRefreshedLabel","lastRefreshedValue","refreshBtn"]}}
+{"op":"add","path":"/elements/lastRefreshedLabel","value":{"type":"TextContent","props":{"text":"LAST REFRESHED","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/lastRefreshedValue","value":{"type":"TextContent","props":{"text":{"$state":"/lastRefreshed"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refreshBtn","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Aug 18, 2026 • 14:33 UTC • Just now"}}}},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Aug 18, 2026 • 14:32 UTC • Auto-refresh every 5 min"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiOnTime","kpiAvgCost","kpiInTransit","kpiDelayed"]}}
+{"op":"add","path":"/elements/kpiOnTime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiOnTimeHeader","kpiOnTimeValue","kpiOnTimeProgress","kpiOnTimeSub"]}}
+{"op":"add","path":"/elements/kpiOnTimeHeader","value":{"type":"CardHeader","props":{"title":"On-time %","subtitle":"This month"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePct"},"label":"Target 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeSub","value":{"type":"TextContent","props":{"text":"1,248 of 1,325 shipments on time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiAvgCostHeader","kpiAvgCostValue","kpiAvgCostSub"]}}
+{"op":"add","path":"/elements/kpiAvgCostHeader","value":{"type":"CardHeader","props":{"title":"Avg cost / shipment","subtitle":"This month"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostSub","value":{"type":"TextContent","props":{"text":"−2.4% vs last month • $865 → $847","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiInTransitHeader","kpiInTransitValue","kpiInTransitSub"]}}
+{"op":"add","path":"/elements/kpiInTransitHeader","value":{"type":"CardHeader","props":{"title":"In transit","subtitle":"Active shipments"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransitValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/inTransit"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransitSub","value":{"type":"TextContent","props":{"text":"7 shown • 27 total fleet","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiDelayedHeader","kpiDelayedValue","kpiDelayedSub"]}}
+{"op":"add","path":"/elements/kpiDelayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed","subtitle":"Needs attention"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedValue","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/delayed"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedSub","value":{"type":"Badge","props":{"text":"3 of 27 • 11%","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePct":94.2,"avgCost":847,"inTransit":27,"delayed":3}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["carrierCard","weeklyCard"]}}
+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["carrierHeader","carrierPie","carrierLegend"]}}
+{"op":"add","path":"/elements/carrierHeader","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Past 30 days • 1,325 shipments"},"children":[]}}
+{"op":"add","path":"/elements/carrierPie","value":{"type":"PieChart","props":{"labels":["FedEx Freight","XPO Logistics","J.B. Hunt","Old Dominion","Other"],"values":[412,348,238,186,141],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/carrierLegend","value":{"type":"TagBlock","props":{"tags":["FedEx 31%","XPO 26%","J.B. Hunt 18%","OD 14%","Other 11%"]},"children":[]}}
+{"op":"add","path":"/elements/weeklyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weeklyHeader","weeklyArea","weeklySub"]}}
+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Weekly volume","subtitle":"Past 8 weeks • Two months"},"children":[]}}
+{"op":"add","path":"/elements/weeklyArea","value":{"type":"AreaChart","props":{"labels":["Jun 24","Jul 01","Jul 08","Jul 15","Jul 22","Jul 29","Aug 05","Aug 12"],"series":["weeklySeries"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Shipments","values":[124,138,112,156,142,168,155,182]},"children":[]}}
+{"op":"add","path":"/elements/weeklySub","value":{"type":"TextContent","props":{"text":"Peak: 182 last week • +47% vs 8 weeks ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/searchCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["searchHeader","searchControl","searchHint"]}}
+{"op":"add","path":"/elements/searchHeader","value":{"type":"CardHeader","props":{"title":"Search by route","subtitle":"Filter the shipment table below"},"children":[]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Route search","input":"searchInput","hint":"Try: Chicago → Atlanta, Dallas, MIA-CLT"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchRoute","placeholder":"Origin or destination (e.g. Chicago, Atlanta, Dallas → Newark)","value":{"$bindState":"/searchRoute"}},"children":[]}}
+{"op":"add","path":"/elements/searchHint","value":{"type":"TextContent","props":{"text":{"$template":"Showing ${/metrics/inTransit} in-transit shipments • Search: \"${/searchRoute}\""},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/searchRoute","value":""}
+{"op":"add","path":"/elements/shipmentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipmentsHeader","shipmentsList"]}}
+{"op":"add","path":"/elements/shipmentsHeader","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Origin • Destination • ETA • Status • Flag"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipmentItem"]}}
+{"op":"add","path":"/elements/shipmentItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["shipmentLeft","shipmentCenter","shipmentRight"]}}
+{"op":"add","path":"/elements/shipmentLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipmentRouteText","shipmentCarrierText"]}}
+{"op":"add","path":"/elements/shipmentRouteText","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentCarrierText","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${carrier} • $${cost}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentCenter","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentEtaText","shipmentEtaSub"]}}
+{"op":"add","path":"/elements/shipmentEtaText","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaSub","value":{"type":"TextContent","props":{"text":"Estimated arrival","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["shipmentStatusBadge","shipmentFlagBtn","shipmentFlaggedBadge"]}}
+{"op":"add","path":"/elements/shipmentStatusBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/shipments","eq":""},"$then":"default","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlagBtn","value":{"type":"Button","props":{"label":"Flag","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlaggedBadge","value":{"type":"Badge","props":{"text":"FLAGGED","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SH-88421","origin":"Chicago, IL","destination":"Atlanta, GA","eta":"Aug 19, 08:30","status":"In Transit","carrier":"FedEx Freight","cost":920,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SH-88432","origin":"Dallas, TX","destination":"Newark, NJ","eta":"Aug 20, 14:00","status":"In Transit","carrier":"XPO Logistics","cost":785,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SH-88419","origin":"Los Angeles, CA","destination":"Seattle, WA","eta":"Aug 18, 18:00","status":"Delayed","carrier":"Old Dominion","cost":1120,"flagged":true}}
+{"op":"add","path":"/state/shipments/3","value":{"type":"Delayed","id":"SH-88427","origin":"Miami, FL","destination":"Charlotte, NC","eta":"Aug 19, 11:45","status":"In Transit","carrier":"J.B. Hunt","cost":640,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SH-88435","origin":"Houston, TX","destination":"Chicago, IL","eta":"Aug 18, 09:15","status":"Delayed","carrier":"FedEx Freight","cost":890,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SH-88440","origin":"Portland, OR","destination":"Denver, CO","eta":"Aug 21, 16:20","status":"In Transit","carrier":"XPO Logistics","cost":740,"flagged":false}}
+{"op":"add","path":"/state/shipments/6","value":{"id":"SH-88412","origin":"Detroit, MI","destination":"Boston, MA","eta":"Aug 18, 22:00","status":"Delayed","carrier":"XPO Logistics","cost":965,"flagged":false}}
+{"op":"add","path":"/elements/delayedCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayedHeader","delayedCallout","delayedList","delayedFooter"]}}
+{"op":"add","path":"/elements/delayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed shipments — requires action","subtitle":"3 flagged by system • Sorted by ETA"},"children":[]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"3 delayed in transit","description":"SH-88419 (LAX→SEA) 6h late • SH-88435 (HOU→CHI) missed window • SH-88412 (DET→BOS) customs hold. Tap Flag to escalate to carrier rep."},"children":[]}}
+{"op":"add","path":"/elements/delayedList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayedItem"]}}
+{"op":"add","path":"/elements/delayedItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["delayedLeft","delayedRight"]}}
+{"op":"add","path":"/elements/delayedLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delayedRoute","delayedReason"]}}
+{"op":"add","path":"/elements/delayedRoute","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedReason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayedRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["delayedEta","delayedBadge"]}}
+{"op":"add","path":"/elements/delayedEta","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedBadge","value":{"type":"Badge","props":{"text":"DELAYED","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delayedFooter","value":{"type":"TextContent","props":{"text":"Flagging notifies ops lead and creates a follow-up task. Average cost for delayed lanes is $992 vs $847 overall.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SH-88419","origin":"Los Angeles, CA","destination":"Seattle, WA","eta":"Aug 18, 18:00","reason":"Weather hold at Grapevine • +6h • Old Dominion"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SH-88435","origin":"Houston, TX","destination":"Chicago, IL","eta":"Aug 18, 09:15","reason":"Missed pickup window • Rescheduled 14:00 • FedEx Freight"}}
+{"op":"add","path":"/state/delayedShipments/2","value":{"id":"SH-88412","origin":"Detroit, MI","destination":"Boston, MA","eta":"Aug 18, 22:00","reason":"Customs inspection • +12h • XPO Logistics"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..942e94570
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiRow","alertDelayed","chartsRow","searchCard","shipmentsCard","refreshFooter"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerText","refreshCard"]}}
+{"op":"add","path":"/elements/headerText","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"In-transit oversight • Carrier performance • Cost control"},"children":[]}}
+{"op":"add","path":"/elements/refreshCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["refreshLabel","refreshTime"]}}
+{"op":"add","path":"/elements/refreshLabel","value":{"type":"TextContent","props":{"text":"Last refreshed","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refreshTime","value":{"type":"TextContent","props":{"text":{"$state":"/meta/lastRefreshed"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/meta","value":{}}
+{"op":"add","path":"/state/meta/lastRefreshed","value":"Aug 18, 2026 • 09:42 UTC"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiOnTime","kpiAvgCost","kpiInTransit","kpiDelayed"]}}
+{"op":"add","path":"/elements/kpiOnTime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiOnTimeHeader","kpiOnTimeValue","kpiOnTimeProgress","kpiOnTimeHint"]}}
+{"op":"add","path":"/elements/kpiOnTimeHeader","value":{"type":"CardHeader","props":{"title":"On-Time % This Month","subtitle":"Target 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/kpis/onTimePct"},"label":"On-time delivery"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeHint","value":{"type":"TextContent","props":{"text":"87.4% on-time • 3 delayed of 42 active","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiAvgCostHeader","kpiAvgCostValue","kpiAvgCostHint"]}}
+{"op":"add","path":"/elements/kpiAvgCostHeader","value":{"type":"CardHeader","props":{"title":"Avg Cost / Shipment","subtitle":"This month"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostHint","value":{"type":"TextContent","props":{"text":"vs $1,310 last month • -4.7% • 42 shipments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiInTransitHeader","kpiInTransitValue","kpiInTransitHint"]}}
+{"op":"add","path":"/elements/kpiInTransitHeader","value":{"type":"CardHeader","props":{"title":"In Transit","subtitle":"Active shipments"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransitValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/totalInTransit} shipments"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiInTransitHint","value":{"type":"TextContent","props":{"text":"Across 4 carriers • 9 corridors","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiDelayedHeader","kpiDelayedValue","kpiDelayedTag"]}}
+{"op":"add","path":"/elements/kpiDelayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed","subtitle":"Needs attention"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/delayedCount} shipments"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedTag","value":{"type":"Tag","props":{"text":"Action required","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{}}
+{"op":"add","path":"/state/kpis/onTimePct","value":87.4}
+{"op":"add","path":"/state/kpis/avgCost","value":1248}
+{"op":"add","path":"/state/kpis/totalInTransit","value":42}
+{"op":"add","path":"/state/kpis/delayedCount","value":3}
+{"op":"add","path":"/elements/alertDelayed","value":{"type":"Callout","props":{"variant":"warning","title":"Delayed Shipments Called Out — 3 shipments","description":"SHP-8821 (LA → SEA), SHP-8824 (HOU → PHX), SHP-8826 (ATL → BOS) are past ETA window. Flagged for carrier follow-up and customer notification."},"children":[]}}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["carrierCard","weeklyCard"]}}
+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrierHeader","carrierPie","carrierLegend"]}}
+{"op":"add","path":"/elements/carrierHeader","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Current month • 42 shipments"},"children":[]}}
+{"op":"add","path":"/elements/carrierPie","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierSplit/labels"},"values":{"$state":"/carrierSplit/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/carrierLegend","value":{"type":"TextContent","props":{"text":"Swift Freight 43% • NorthStar 29% • Coastal 19% • Meridian 10%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/carrierSplit","value":{}}
+{"op":"add","path":"/state/carrierSplit/labels","value":["Swift Freight","NorthStar Logistics","Coastal Carriers","Meridian Transport"]}
+{"op":"add","path":"/state/carrierSplit/values","value":[18,12,8,4]}
+{"op":"add","path":"/elements/weeklyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weeklyHeader","weeklyChart"]}}
+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Weekly Volume — Past 2 Months","subtitle":"Shipments per week • Jun 17 – Aug 12"},"children":[]}}
+{"op":"add","path":"/elements/weeklyChart","value":{"type":"LineChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weeklySeries"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{}}
+{"op":"add","path":"/state/weeklyVolume/labels","value":["Jun 17","Jun 24","Jul 01","Jul 08","Jul 15","Jul 22","Jul 29","Aug 05","Aug 12"]}
+{"op":"add","path":"/state/weeklyVolume/values","value":[32,38,35,41,44,39,46,42,38]}
+{"op":"add","path":"/elements/searchCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["searchHeader","searchRow"]}}
+{"op":"add","path":"/elements/searchHeader","value":{"type":"CardHeader","props":{"title":"Search by Route","subtitle":"Filter by origin, destination, or corridor (e.g. CHI → DAL)"},"children":[]}}
+{"op":"add","path":"/elements/searchRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["searchControl","searchActions"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Route search","input":"searchInput","hint":"Try 'Chicago', 'SEA', or 'HOU → PHX'"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"Chicago → Dallas, LA → SEA...","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/searchActions","value":{"type":"Buttons","props":{"buttons":["searchBtn","clearBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/searchBtn","value":{"type":"Button","props":{"label":"Search","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/clearBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/searchQuery","value":""}}}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/shipmentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipmentsHeader","shipmentsList","flaggedSummary"]}}
+{"op":"add","path":"/elements/shipmentsHeader","value":{"type":"CardHeader","props":{"title":"Shipments in Transit","subtitle":"Origin • Destination • ETA • Status • Flag for follow-up"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipmentRow"]}}
+{"op":"add","path":"/elements/shipmentRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["shipmentRouteCol","shipmentEtaCol","shipmentStatusCol","shipmentFlagBtn"]}}
+{"op":"add","path":"/elements/shipmentRouteCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipmentRoute","shipmentMeta"]}}
+{"op":"add","path":"/elements/shipmentRoute","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipmentMeta","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentEtaLabel","shipmentEtaValue"]}}
+{"op":"add","path":"/elements/shipmentEtaLabel","value":{"type":"TextContent","props":{"text":"ETA","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaValue","value":{"type":"TextContent","props":{"text":{"$template":"${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentStatusCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentStatusTag"]}}
+{"op":"add","path":"/elements/shipmentStatusTag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":{"$cond":{"$item":"status","eq":"Customs Hold"},"$then":"warning","$else":"success"}},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlagBtn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged","eq":true},"$then":"Flagged ✓","$else":"Flag"},"variant":{"$cond":{"$item":"flagged","eq":true},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-8820","origin":"Chicago (CHI)","destination":"Dallas (DAL)","eta":"Aug 20, 18:00","status":"In Transit","carrier":"Swift Freight","flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-8821","origin":"Los Angeles (LA)","destination":"Seattle (SEA)","eta":"Aug 19, 09:30","status":"Delayed","carrier":"Coastal Carriers","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-8822","origin":"New York (NYC)","destination":"Miami (MIA)","eta":"Aug 21, 14:00","status":"In Transit","carrier":"NorthStar Logistics","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-8823","origin":"Houston (HOU)","destination":"Phoenix (PHX)","eta":"Aug 18, 22:15","status":"Delayed","carrier":"Meridian Transport","flagged":true}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-8824","origin":"Denver (DEN)","destination":"Chicago (CHI)","eta":"Aug 22, 11:00","status":"In Transit","carrier":"Swift Freight","flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-8825","origin":"Atlanta (ATL)","destination":"Boston (BOS)","eta":"Aug 19, 16:45","status":"Delayed","carrier":"NorthStar Logistics","flagged":false}}
+{"op":"add","path":"/state/shipments/6","value":{"id":"SHP-8826","origin":"San Francisco (SF)","destination":"Denver (DEN)","eta":"Aug 23, 08:00","status":"Customs Hold","carrier":"Coastal Carriers","flagged":false}}
+{"op":"add","path":"/elements/flaggedSummary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["flaggedHeader","flaggedList","flaggedHint"]}}
+{"op":"add","path":"/elements/flaggedHeader","value":{"type":"CardHeader","props":{"title":"Flagged for Follow-up","subtitle":"Shipments you marked — persists per shipment"},"children":[]}}
+{"op":"add","path":"/elements/flaggedList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/shipments","key":"id"},"children":["flaggedRow"]}}
+{"op":"add","path":"/elements/flaggedRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"visible":{"$item":"flagged","eq":true},"children":["flaggedDot","flaggedText"]}}
+{"op":"add","path":"/elements/flaggedDot","value":{"type":"Tag","props":{"text":"●","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/flaggedText","value":{"type":"TextContent","props":{"text":{"$template":"${id}: ${origin} → ${destination} • ETA ${eta} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flaggedHint","value":{"type":"TextContent","props":{"text":"Tip: Use the Flag button on any shipment row to add it here for carrier escalation.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refreshFooter","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["footerText","footerTag"]}}
+{"op":"add","path":"/elements/footerText","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/meta/lastRefreshed} • Data auto-refreshes every 15 min • Next refresh 09:57 UTC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerTag","value":{"type":"Tag","props":{"text":"Live • TMS Sync Active","variant":"success","size":"sm"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..c082c6faf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,110 @@
+{"op":"add","path":"/root","value":"board"}
+{"op":"add","path":"/elements/board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","searchBar","delayedSection","shipmentsSection","chartsRow","flagPanel","footer"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingTitle","headingSubtitle"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Logistics Control Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headingSubtitle","value":{"type":"TextContent","props":{"text":"Live operations • In-transit monitoring • Carrier performance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["refreshBadge","refreshTime","refreshButton"]}}
+{"op":"add","path":"/elements/refreshBadge","value":{"type":"Badge","props":{"text":"LIVE • Auto-refresh every 5m","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/refreshTime","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refreshButton","value":{"type":"Button","props":{"label":"Refresh now","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Aug 18, 2026 • 14:32 UTC (just now)"}}},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Aug 18, 2026 • 14:32 UTC"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiOnTime","kpiAvgCost","kpiTransit","kpiDelayed"]}}
+{"op":"add","path":"/elements/kpiOnTime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiOnTimeHeader","kpiOnTimeValue","kpiOnTimeProgress","kpiOnTimeSub"]}}
+{"op":"add","path":"/elements/kpiOnTimeHeader","value":{"type":"CardHeader","props":{"title":"On-time % — This Month","subtitle":"Target 95%"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/onTimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeProgress","value":{"type":"Progress","props":{"value":91.7,"label":"91.7% on-time"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnTimeSub","value":{"type":"TextContent","props":{"text":"1,248 of 1,361 shipments on-time • -1.2% vs last month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiAvgCostHeader","kpiAvgCostValue","kpiAvgCostSub"]}}
+{"op":"add","path":"/elements/kpiAvgCostHeader","value":{"type":"CardHeader","props":{"title":"Average Cost / Shipment","subtitle":"All modes • MTD"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgCostSub","value":{"type":"TextContent","props":{"text":"$2,184 avg • $2.97M total spend • +3.4% vs July","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiTransitHeader","kpiTransitValue","kpiTransitSub"]}}
+{"op":"add","path":"/elements/kpiTransitHeader","value":{"type":"CardHeader","props":{"title":"In Transit","subtitle":"Active shipments"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransitValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/inTransit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransitSub","value":{"type":"TextContent","props":{"text":"6 tracked on this board • 214 network-wide","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiDelayedHeader","kpiDelayedValue","kpiDelayedSub"]}}
+{"op":"add","path":"/elements/kpiDelayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed","subtitle":"Requires action"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/delayed}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiDelayedSub","value":{"type":"TextContent","props":{"text":"2 delayed in view • 4.1% of active","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"onTimePct":91.7,"avgCost":"2,184","inTransit":6,"delayed":2}}
+{"op":"add","path":"/elements/searchBar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","wrap":true},"children":["searchControl","searchButton","clearButton","searchHint"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search by route","input":"searchInput","hint":"Type origin or destination (e.g. Shanghai, Rotterdam, Long Beach)"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"Shanghai → Long Beach","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/searchButton","value":{"type":"Button","props":{"label":"Search","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/clearButton","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/searchQuery","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/searchHint","value":{"type":"TextContent","props":{"text":"Filtering is client-side • Try “Rotterdam” or “Long Beach”","size":"small"},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/delayedSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayedHeader","delayedCallout","delayedList"]}}
+{"op":"add","path":"/elements/delayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed Shipments — Immediate Attention","subtitle":"2 shipments past ETA or at risk • Flag to escalate to carrier rep"},"children":[]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"2 delayed • On-time 91.7%","description":"SHP-8824 (Rotterdam → New York) 2 days overdue • SHP-8831 (Busan → Seattle) customs hold. Use Flag to notify ops lead."},"children":[]}}
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+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-8831","origin":"Busan","destination":"Seattle","eta":"Aug 17, 2026","status":"Delayed","carrier":"Evergreen","cost":"1,890","delayReason":"Customs hold — Docs pending"}}
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+{"op":"add","path":"/elements/shipmentsHeader","value":{"type":"CardHeader","props":{"title":"Shipments in Transit","subtitle":"6 active • Origin → Destination • ETA • Status • Flag for review"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsListHeader","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["shipmentsColRoute","shipmentsColEta","shipmentsColStatus","shipmentsColFlag"]}}
+{"op":"add","path":"/elements/shipmentsColRoute","value":{"type":"TextContent","props":{"text":"ROUTE / CARRIER","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsColEta","value":{"type":"TextContent","props":{"text":"ETA","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsColStatus","value":{"type":"TextContent","props":{"text":"STATUS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsColFlag","value":{"type":"TextContent","props":{"text":"FLAG","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipmentRow"]}}
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+{"op":"add","path":"/elements/shipmentRouteCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipmentIdText","shipmentRouteText","shipmentCarrierTag"]}}
+{"op":"add","path":"/elements/shipmentIdText","value":{"type":"TextContent","props":{"text":{"$template":"${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentRouteText","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipmentCarrierTag","value":{"type":"Tag","props":{"text":{"$template":"${carrier} • $${cost}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentEtaLabel","shipmentEtaValue"]}}
+{"op":"add","path":"/elements/shipmentEtaLabel","value":{"type":"TextContent","props":{"text":"ETA","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipmentEtaValue","value":{"type":"TextContent","props":{"text":{"$template":"${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipmentStatusCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentStatusBadge"]}}
+{"op":"add","path":"/elements/shipmentStatusBadge","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlagCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["shipmentFlagButton","shipmentFlaggedBadge"]}}
+{"op":"add","path":"/elements/shipmentFlagButton","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged","eq":true},"$then":"Flagged ✓","$else":"Flag"},"variant":{"$cond":{"$item":"flagged","eq":true},"$then":"secondary","$else":"tertiary"},"size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastFlagged","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/shipmentFlaggedBadge","value":{"type":"TextContent","props":{"text":{"$template":"${flagged}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
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+{"op":"add","path":"/elements/carrierCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrierHeader","carrierPie","carrierLegend"]}}
+{"op":"add","path":"/elements/carrierHeader","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"MTD shipments • 1,361 total"},"children":[]}}
+{"op":"add","path":"/elements/carrierPie","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierStats/labels"},"values":{"$state":"/carrierStats/values"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/carrierLegend","value":{"type":"TagBlock","props":{"tags":["Maersk 42% (571)","MSC 28% (381)","CMA CGM 18% (245)","Evergreen 12% (164)"]},"children":[]}}
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+{"op":"add","path":"/elements/weeklyHeader","value":{"type":"CardHeader","props":{"title":"Weekly Volume — Past 2 Months","subtitle":"Jun 23 → Aug 18 • Shipments per week"},"children":[]}}
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+{"op":"add","path":"/elements/weeklySeries","value":{"type":"Series","props":{"category":"Volume","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/elements/weeklySub","value":{"type":"TextContent","props":{"text":"Peak Wk of Aug 11: 172 shipments • Avg 148 / week • Trend +12%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 23","Jun 30","Jul 07","Jul 14","Jul 21","Jul 28","Aug 04","Aug 11"],"values":[124,138,142,118,156,149,167,172]}}
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+{"op":"add","path":"/elements/flagHeader","value":{"type":"CardHeader","props":{"title":"Flag a Shipment","subtitle":"Escalate to ops lead • Adds to delayed review queue"},"children":[]}}
+{"op":"add","path":"/elements/flagControlRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["flagSelectControl","flagButton","flagClearButton"]}}
+{"op":"add","path":"/elements/flagSelectControl","value":{"type":"FormControl","props":{"label":"Select shipment to flag","input":"flagSelect"},"children":[]}}
+{"op":"add","path":"/elements/flagSelect","value":{"type":"Select","props":{"name":"flagShipmentId","placeholder":"Choose shipment ID","value":{"$bindState":"/flagShipmentId"},"items":["flagOpt1","flagOpt2","flagOpt3","flagOpt4","flagOpt5","flagOpt6"]},"children":[]}}
+{"op":"add","path":"/elements/flagOpt1","value":{"type":"SelectItem","props":{"value":"SHP-8821","label":"SHP-8821 — Shanghai → Long Beach"},"children":[]}}
+{"op":"add","path":"/elements/flagOpt2","value":{"type":"SelectItem","props":{"value":"SHP-8824","label":"SHP-8824 — Rotterdam → New York (Delayed)"},"children":[]}}
+{"op":"add","path":"/elements/flagOpt3","value":{"type":"SelectItem","props":{"value":"SHP-8827","label":"SHP-8827 — Hamburg → Charleston"},"children":[]}}
+{"op":"add","path":"/elements/flagOpt4","value":{"type":"SelectItem","props":{"value":"SHP-8831","label":"SHP-8831 — Busan → Seattle (Delayed)"},"children":[]}}
+{"op":"add","path":"/elements/flagOpt5","value":{"type":"SelectItem","props":{"value":"SHP-8835","label":"SHP-8835 — Singapore → Los Angeles"},"children":[]}}
+{"op":"add","path":"/elements/flagOpt6","value":{"type":"SelectItem","props":{"value":"SHP-8839","label":"SHP-8839 — Antwerp → Houston (At Risk)"},"children":[]}}
+{"op":"add","path":"/elements/flagButton","value":{"type":"Button","props":{"label":"Flag Shipment","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastFlagged","value":{"$state":"/flagShipmentId"}}}},"children":[]}}
+{"op":"add","path":"/elements/flagClearButton","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/flagShipmentId","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/flagFeedback","value":{"type":"TextContent","props":{"text":{"$template":"Last flagged: ${/lastFlagged}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/flagShipmentId","value":""}
+{"op":"add","path":"/state/lastFlagged","value":"SHP-8824 — flagged for review at 14:28 UTC"}
+{"op":"add","path":"/elements/footer","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["footerRefresh","footerMeta"]}}
+{"op":"add","path":"/elements/footerRefresh","value":{"type":"TextContent","props":{"text":{"$template":"Data last refreshed: ${/lastRefreshed} • Source: TMS + Carrier EDI • Next auto-refresh in 4m 18s"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footerMeta","value":{"type":"TagBlock","props":{"tags":["MTD On-time 91.7%","Avg $2,184","8 weeks volume","4 carriers"]},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..949cb5671
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpiRow","middleRow","bottomRow","interviewsCard"]}}
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+{"op":"add","path":"/elements/headerTextBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Hiring Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"HR Lead • Workforce, pipeline & retention — updated today","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/newRoleFormCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["formRoleTitleFC","formDeptFC","formLocationFC","formPriorityFC","dialogButtons"]}}
+{"op":"add","path":"/elements/formRoleTitleFC","value":{"type":"FormControl","props":{"label":"Role Title","input":"formRoleTitleInput","hint":"e.g. Senior Product Designer"},"children":[]}}
+{"op":"add","path":"/elements/formRoleTitleInput","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"Enter role title","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/formDeptFC","value":{"type":"FormControl","props":{"label":"Department","input":"formDeptSelect"},"children":[]}}
+{"op":"add","path":"/elements/formDeptSelect","value":{"type":"Select","props":{"name":"department","items":["deptEng","deptDesign","deptProduct","deptMarketing","deptSales","deptOps"],"placeholder":"Select department","value":{"$bindState":"/newRole/department"}},"children":[]}}
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+{"op":"add","path":"/elements/deptDesign","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"},"children":[]}}
+{"op":"add","path":"/elements/deptProduct","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/deptMarketing","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/deptSales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/deptOps","value":{"type":"SelectItem","props":{"value":"Ops","label":"Ops"},"children":[]}}
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+{"op":"add","path":"/elements/formLocationInput","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. Remote / NYC","value":{"$bindState":"/newRole/location"}},"children":[]}}
+{"op":"add","path":"/elements/formPriorityFC","value":{"type":"FormControl","props":{"label":"Priority","input":"formPrioritySelect"},"children":[]}}
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+{"op":"add","path":"/elements/prioHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/prioMedium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/prioLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/dialogButtons","value":{"type":"Buttons","props":{"buttons":["dialogSubmitBtn"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","location":"","priority":"Medium"}}
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+{"op":"add","path":"/elements/kpiHeadcountHeader","value":{"type":"CardHeader","props":{"title":"Current Headcount","subtitle":"Total employees"},"children":[]}}
+{"op":"add","path":"/elements/kpiHeadcountValue","value":{"type":"TextContent","props":{"text":{"$template":"${/headcount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiHeadcountTrend","value":{"type":"TextContent","props":{"text":"+6 this month • 248 active • 12 on leave","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTime","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiTimeHeader","kpiTimeValue","kpiTimeTrend"]}}
+{"op":"add","path":"/elements/kpiTimeHeader","value":{"type":"CardHeader","props":{"title":"Avg. Time to Hire","subtitle":"Offer accepted → start"},"children":[]}}
+{"op":"add","path":"/elements/kpiTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTimeToHire} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTimeTrend","value":{"type":"TextContent","props":{"text":"↓ 4 days vs last quarter • Target: 30 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiInterviews","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiInterviewsHeader","kpiInterviewsValue","kpiInterviewsTrend"]}}
+{"op":"add","path":"/elements/kpiInterviewsHeader","value":{"type":"CardHeader","props":{"title":"Interviews This Week","subtitle":"Scheduled"},"children":[]}}
+{"op":"add","path":"/elements/kpiInterviewsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/interviewsThisWeek}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiInterviewsTrend","value":{"type":"TextContent","props":{"text":"18 slots • 6 hiring managers • 4 panels","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAttrition","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiAttritionHeader","kpiAttritionValue","kpiAttritionTrend"]}}
+{"op":"add","path":"/elements/kpiAttritionHeader","value":{"type":"CardHeader","props":{"title":"Attrition (6 mo)","subtitle":"Rolling rate"},"children":[]}}
+{"op":"add","path":"/elements/kpiAttritionValue","value":{"type":"TextContent","props":{"text":{"$template":"${/attritionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAttritionTrend","value":{"type":"TextContent","props":{"text":"22 leavers • Highest in Apr (6)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/headcount","value":248}
+{"op":"add","path":"/state/avgTimeToHire","value":32}
+{"op":"add","path":"/state/interviewsThisWeek","value":18}
+{"op":"add","path":"/state/attritionRate","value":4.2}
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+{"op":"add","path":"/elements/openRolesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["openRolesHeader","openRolesListContainer","openRolesFooter"]}}
+{"op":"add","path":"/elements/openRolesHeader","value":{"type":"CardHeader","props":{"title":"Open Roles","subtitle":"8 active requisitions • by department"},"children":[]}}
+{"op":"add","path":"/elements/openRolesListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["openRoleItem"]}}
+{"op":"add","path":"/elements/openRoleItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["openRoleInfo","openRoleMeta"]}}
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+{"op":"add","path":"/elements/openRoleDeptBadge","value":{"type":"Badge","props":{"text":{"$item":"department"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/openRoleLocation","value":{"type":"TextContent","props":{"text":{"$item":"location"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openRoleMeta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["openRoleApplicants","openRolePosted"]}}
+{"op":"add","path":"/elements/openRoleApplicants","value":{"type":"TextContent","props":{"text":{"$template":"${applicants} applicants"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openRolePosted","value":{"type":"TextContent","props":{"text":{"$template":"${posted} • ${priority}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openRolesFooter","value":{"type":"TextContent","props":{"text":"Tip: Use “+ New Role” to add a requisition instantly.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"r1","title":"Senior Frontend Engineer","department":"Engineering","location":"Remote • US","applicants":42,"posted":"2d ago","priority":"High"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..d46dbd381
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r2.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..e72cc9f9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,109 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/kpiOpenRolesValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/openRoles}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOpenRolesTrend","value":{"type":"Tag","props":{"text":"12 active • 4 urgent","variant":"warning","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/kpiAvgTimeLabel","value":{"type":"TextContent","props":{"text":"4 — AVG TIME TO HIRE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgTimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/avgTimeToHire} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAvgTimeTrend","value":{"type":"Tag","props":{"text":"▼ -3 days vs Jan • Target 35d","variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/kpiInterviewsLabel","value":{"type":"TextContent","props":{"text":"6 — INTERVIEWS THIS WEEK","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/deptHeader","value":{"type":"CardHeader","props":{"title":"5 — Headcount by Department","subtitle":"214 employees total"},"children":[]}}
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+{"op":"add","path":"/elements/pipelineStat2","value":{"type":"TextContent","props":{"text":"**18** Offers pending","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pipelineStat3","value":{"type":"TextContent","props":{"text":"Conversion 7.3%","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/interviewWhen","value":{"type":"Badge","props":{"text":{"$template":"${day} ${time}"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/interviewType","value":{"type":"TextContent","props":{"text":{"$template":"${type} with ${interviewer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
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+{"op":"add","path":"/elements/attritionHeader","value":{"type":"CardHeader","props":{"title":"7 — Attrition (Last 6 Months)","subtitle":"Voluntary exits per month • Avg 3.8/mo"},"children":[]}}
+{"op":"add","path":"/elements/attritionChart","value":{"type":"LineChart","props":{"labels":["Sep","Oct","Nov","Dec","Jan","Feb"],"series":["attritionSeries"],"variant":"natural","yLabel":"Exits","xLabel":"Month"},"children":[]}}
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+{"op":"add","path":"/elements/attritionInsight","value":{"type":"Callout","props":{"variant":"warning","title":"Peak in January (6 exits)","description":"3 from Sales, 2 Engineering. Exit interviews cite compensation & growth. Consider retention review before Q2 hiring surge."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..ecbea4179
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,120 @@
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+{"op":"add","path":"/elements/inputRoleTitle","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer"},"children":[]}}
+{"op":"add","path":"/elements/fieldDepartment","value":{"type":"FormControl","props":{"label":"Department","input":"selectDepartment"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..fed1b7d22
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,97 @@
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+{"op":"add","path":"/elements/engagementFooter","value":{"type":"TextContent","props":{"text":"Peak engagement in Week 8 (71 min avg). Cohort filter applies to engagement trends.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/statPeakValue","value":{"type":"TextContent","props":{"text":"W8 • 71 min","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statAvg","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"center"},"children":["statAvgLabel","statAvgValue"]}}
+{"op":"add","path":"/elements/statAvgLabel","value":{"type":"TextContent","props":{"text":"8-Week Avg","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statAvgValue","value":{"type":"TextContent","props":{"text":"57 min • 154 attempts","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statTrend","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"center"},"children":["statTrendLabel","statTrendValue"]}}
+{"op":"add","path":"/elements/statTrendLabel","value":{"type":"TextContent","props":{"text":"Trend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statTrendValue","value":{"type":"Tag","props":{"text":"↗ +22% vs W1","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/engagement","value":{"weeks":["W1","W2","W3","W4","W5","W6","W7","W8"],"minutes":[42,48,55,51,62,68,64,71],"quizzes":[120,135,142,128,165,178,172,189]}}
+{"op":"add","path":"/state/engagement/weeks","value":["W1","W2","W3","W4","W5","W6","W7","W8"]}
+{"op":"add","path":"/state/engagement/minutes","value":[42,48,55,51,62,68,64,71]}
+{"op":"add","path":"/state/engagement/quizzes","value":[120,135,142,128,165,178,172,189]}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..693636dd7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","filterBar","kpiGrid","analyticsRow","engagementCard","messageSentCallout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Platform Analytics","subtitle":"Week of Aug 11–18, 2026 • Monitor learner activity, completion & engagement"},"children":[]}}
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+{"op":"add","path":"/elements/filterLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["filterLabel","cohortControl","activeFilterDisplay"]}}
+{"op":"add","path":"/elements/filterLabel","value":{"type":"TextContent","props":{"text":"Cohort Controls","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cohortControl","value":{"type":"FormControl","props":{"label":"Narrow to one cohort","input":"cohortSelect","hint":"Filters all KPIs, rankings, and engagement below"},"children":[]}}
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+{"op":"add","path":"/elements/cohort-opt-all","value":{"type":"SelectItem","props":{"value":"All Cohorts","label":"All Cohorts (1,847 learners)"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-a","value":{"type":"SelectItem","props":{"value":"Cohort A - Spring 2026","label":"Cohort A - Spring 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-b","value":{"type":"SelectItem","props":{"value":"Cohort B - Summer 2026","label":"Cohort B - Summer 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-c","value":{"type":"SelectItem","props":{"value":"Cohort C - Fall 2026","label":"Cohort C - Fall 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-d","value":{"type":"SelectItem","props":{"value":"Cohort D - Enterprise","label":"Cohort D - Enterprise"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"All Cohorts"}
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+{"op":"add","path":"/elements/messageSubjectControl","value":{"type":"FormControl","props":{"label":"Subject","input":"messageSubject"},"children":[]}}
+{"op":"add","path":"/elements/messageSubject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g., Reminder: Complete Module 3 by Friday","value":{"$bindState":"/messageSubject"}},"children":[]}}
+{"op":"add","path":"/elements/messageBodyControl","value":{"type":"FormControl","props":{"label":"Message","input":"messageBody","hint":"Will be sent to all learners in the selected cohort"},"children":[]}}
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+{"op":"add","path":"/state/messageSubject","value":""}
+{"op":"add","path":"/state/messageBody","value":""}
+{"op":"add","path":"/state/messageSent","value":false}
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+{"op":"add","path":"/elements/messageSentCallout","value":{"type":"Callout","props":{"variant":"success","title":"Message queued","description":"Your announcement will be delivered to All Cohorts shortly."},"visible":{"$state":"/messageSent","eq":true},"children":[]}}
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+{"op":"add","path":"/elements/kpiActive","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["kpiActiveHeader","kpiActiveValue","kpiActiveSub","kpiActiveProgress"]}}
+{"op":"add","path":"/elements/kpiActiveHeader","value":{"type":"TextContent","props":{"text":"1. Active Learners This Week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiActiveValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/activeLearners} learners"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiActiveSub","value":{"type":"TextContent","props":{"text":"↑ 12.4% vs last week • 78% of total enrolled","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiCompletionValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/completionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiCompletionSub","value":{"type":"TextContent","props":{"text":"+3.1% vs last month • Target 75%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCompletionProgress","value":{"type":"Progress","props":{"value":68,"label":"68% completed"},"children":[]}}
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+{"op":"add","path":"/elements/kpiQuizHeader","value":{"type":"TextContent","props":{"text":"3. Average Quiz Score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiQuizValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/avgQuizScore}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiQuizSub","value":{"type":"TextContent","props":{"text":"Across 4,820 attempts • Median 84%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiQuizProgress","value":{"type":"Progress","props":{"value":82,"label":"82.4% average"},"children":[]}}
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+{"op":"add","path":"/elements/rankingCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rankingHeader","rankingChart","rankingFooter"]}}
+{"op":"add","path":"/elements/rankingHeader","value":{"type":"CardHeader","props":{"title":"4. Courses Ranked by Enrollment","subtitle":"Current cohort • Sorted highest to lowest"},"children":[]}}
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+{"op":"add","path":"/elements/enrollmentSeries","value":{"type":"Series","props":{"category":"Enrollments","values":[342,298,215,187,142]},"children":[]}}
+{"op":"add","path":"/elements/rankingFooter","value":{"type":"TextContent","props":{"text":"Total 1,184 enrollments • Intro to Data Science leads by 44 learners","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/riskCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["riskHeader","riskTable","riskCallout"]}}
+{"op":"add","path":"/elements/riskHeader","value":{"type":"CardHeader","props":{"title":"5. Learners at Risk of Dropping Out","subtitle":"<50% progress + no activity 7+ days • Flagged for outreach"},"children":[]}}
+{"op":"add","path":"/elements/riskTable","value":{"type":"Table","props":{"columns":["riskNameCol","riskCourseCol","riskProgressCol","riskLastActiveCol","riskStatusCol"]},"children":[]}}
+{"op":"add","path":"/elements/riskNameCol","value":{"type":"Col","props":{"label":"Learner","data":["Ava Mitchell","James Chen","Sofia Reyes","Marcus Johnson","Priya Patel"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/riskLastActiveCol","value":{"type":"Col","props":{"label":"Last Active","data":["9 days ago","8 days ago","12 days ago","7 days ago","10 days ago"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/riskStatusCol","value":{"type":"Col","props":{"label":"Risk","data":["High","Medium","High","Medium","High"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/riskCallout","value":{"type":"Callout","props":{"variant":"warning","title":"5 learners flagged","description":"Recommend 1:1 check-in or cohort nudge. Use Message Cohort above to reach them quickly."},"children":[]}}
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+{"op":"add","path":"/elements/engagementHeader","value":{"type":"CardHeader","props":{"title":"7. Engagement Across Past Eight Weeks","subtitle":"Active sessions and quiz attempts • Jun 23 – Aug 18"},"children":[]}}
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+{"op":"add","path":"/elements/engagementSeriesA","value":{"type":"Series","props":{"category":"Active Sessions","values":[420,485,510,495,560,610,580,642]},"children":[]}}
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+{"op":"add","path":"/elements/engStat1","value":{"type":"TextContent","props":{"text":"Avg 538 sessions / week • Peak Wk 8 (642)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/engStat2","value":{"type":"TextContent","props":{"text":"Avg 380 quiz attempts / week • +43% over 8 weeks","size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..4102bbda5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,83 @@
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+{"op":"add","path":"/elements/cohortSelect","value":{"type":"Select","props":{"name":"cohort","items":["cohortItemAll","cohortItemAlpha","cohortItemBeta","cohortItemGamma","cohortItemAcme"],"placeholder":"All Cohorts","value":{"$bindState":"/selectedCohort"}},"children":[]}}
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+{"op":"add","path":"/elements/cohortItemGamma","value":{"type":"SelectItem","props":{"value":"Cohort Gamma - Fall 2025","label":"Cohort Gamma - Fall 2025"},"children":[]}}
+{"op":"add","path":"/elements/cohortItemAcme","value":{"type":"SelectItem","props":{"value":"Enterprise - Acme Corp","label":"Enterprise - Acme Corp"},"children":[]}}
+{"op":"add","path":"/elements/cohortSummaryText","value":{"type":"TextContent","props":{"text":{"$template":"Showing: ${/selectedCohort} • Live"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cohortSummary","value":{"type":"TextCallout","props":{"variant":"info","title":"Filtering is active","description":"KPIs, enrollment ranking, engagement trend and at-risk learners reflect the selected cohort."},"children":[]}}
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+{"op":"add","path":"/elements/metricActiveLabel","value":{"type":"TextContent","props":{"text":"1 — Active Learners This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricActiveValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/activeLearners}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricActiveSub","value":{"type":"TextContent","props":{"text":"↑ 12% vs last week • 84% of enrolled","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricActiveProgress","value":{"type":"Progress","props":{"value":84,"label":"of enrolled active"},"children":[]}}
+{"op":"add","path":"/elements/metricCompletion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricCompletionLabel","metricCompletionValue","metricCompletionSub","metricCompletionProgress"]}}
+{"op":"add","path":"/elements/metricCompletionLabel","value":{"type":"TextContent","props":{"text":"2 — Course Completion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricCompletionValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/completionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricCompletionSub","value":{"type":"TextContent","props":{"text":"Avg across all active courses • +2.4pp MoM","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metricQuiz","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricQuizLabel","metricQuizValue","metricQuizSub","metricQuizProgress"]}}
+{"op":"add","path":"/elements/metricQuizLabel","value":{"type":"TextContent","props":{"text":"3 — Average Quiz Score","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricQuizValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgQuizScore}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricQuizSub","value":{"type":"TextContent","props":{"text":"Across 4,280 attempts • Median 85%","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/metrics","value":{"activeLearners":1248,"completionRate":68.4,"avgQuizScore":82.1}}
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+{"op":"add","path":"/state/messageCohort","value":"All Cohorts"}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..315e3ff9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,119 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..310420f64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,67 @@
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+{"op":"add","path":"/elements/dateRangeFormControl","value":{"type":"FormControl","props":{"label":"Date Range","input":"dateRangeSelect"},"children":[]}}
+{"op":"add","path":"/elements/dateRangeSelect","value":{"type":"Select","props":{"name":"dateRange","value":{"$bindState":"/dateRange"},"placeholder":"Select range","items":["dateRangeOpt7","dateRangeOpt30","dateRangeOpt90","dateRangeOptMonth"]},"children":[]}}
+{"op":"add","path":"/elements/dateRangeOpt7","value":{"type":"SelectItem","props":{"value":"Last 7 Days","label":"Last 7 Days"},"children":[]}}
+{"op":"add","path":"/elements/dateRangeOpt30","value":{"type":"SelectItem","props":{"value":"Last 30 Days","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/dateRangeOpt90","value":{"type":"SelectItem","props":{"value":"Last 90 Days","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/dateRangeOptMonth","value":{"type":"SelectItem","props":{"value":"This Month","label":"This Month"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"Last 30 Days"}
+{"op":"add","path":"/elements/exportBtn","value":{"type":"Button","props":{"label":"Export Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exportDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiVisitors","kpiConversion","kpiSubscribers","kpiCampaigns"]}}
+{"op":"add","path":"/elements/kpiVisitors","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpiVisitorsHeader","kpiVisitorsValue","kpiVisitorsSub"]}}
+{"op":"add","path":"/elements/kpiVisitorsHeader","value":{"type":"CardHeader","props":{"title":"Site Visitors","subtitle":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/totalVisitors} visitors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsSub","value":{"type":"TextContent","props":{"text":"+12.4% vs previous period • Avg 2,824 / day","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversion","value":{"type":"Card","props":{"variant":"card","gap":"xs"},"children":["kpiConversionHeader","kpiConversionValue","kpiConversionSub"]}}
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+{"op":"add","path":"/state/activeCampaigns","value":"5"}
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+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trafficHeader","trafficPie","trafficTable"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions (30 days)"},"children":[]}}
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+{"op":"add","path":"/elements/trafficTable","value":{"type":"Table","props":{"columns":["trafficColSource","trafficColShare"]},"children":[]}}
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+{"op":"add","path":"/elements/subscriberCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriberHeader","subscriberStatsRow","subscriberAreaChart","subscriberSeries","subscriberProgress"]}}
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+{"op":"add","path":"/elements/subscriberStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["subscriberStatValue","subscriberStatGrowth"]}}
+{"op":"add","path":"/elements/subscriberStatValue","value":{"type":"TextContent","props":{"text":"+982 new subscribers","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/subscriberStatGrowth","value":{"type":"Badge","props":{"text":"+8.4% MoM","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/subscriberAreaChart","value":{"type":"AreaChart","props":{"labels":["Apr 1","Apr 4","Apr 8","Apr 12","Apr 16","Apr 20"],"series":["subscriberSeries"],"variant":"natural","xLabel":"April","yLabel":"Total Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subscriberSeries","value":{"type":"Series","props":{"category":"Subscribers","values":[11476,11620,11805,12010,12240,12458]},"children":[]}}
+{"op":"add","path":"/elements/subscriberProgress","value":{"type":"Progress","props":{"value":83,"label":"83% to monthly goal (15,000)"},"children":[]}}
+{"op":"add","path":"/elements/campaignsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaignsHeader","bestCampaignCallout","campaignsTable"]}}
+{"op":"add","path":"/elements/campaignsHeader","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Spend, conversions and ROAS • Sorted by spend"},"children":[]}}
+{"op":"add","path":"/elements/bestCampaignCallout","value":{"type":"Callout","props":{"variant":"success","title":"🏆 Best Performing Campaign: Summer Sale — Paid Search","description":"ROAS 4.8x • $5,240 spend → $25,152 revenue • 612 conversions at 4.1% CVR • 32% above portfolio average. Recommendation: increase budget +20%."},"children":[]}}
+{"op":"add","path":"/elements/campaignsTable","value":{"type":"Table","props":{"columns":["colCampaign","colStatus","colSpend","colConversions","colROAS"]},"children":[]}}
+{"op":"add","path":"/elements/colCampaign","value":{"type":"Col","props":{"label":"Campaign","data":["Summer Sale — Paid Search","Retargeting — Display","Spring Launch — Social","Newsletter Sponsorship","Brand — Organic Boost"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["Active","Active","Active","Active","Active"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSpend","value":{"type":"Col","props":{"label":"Spend","data":["$5,240","$4,800","$3,950","$2,900","$1,850"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConversions","value":{"type":"Col","props":{"label":"Conversions","data":["612","418","385","298","185"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colROAS","value":{"type":"Col","props":{"label":"ROAS","data":["4.8x","3.2x","3.9x","2.7x","3.5x"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exportSuccessCallout","value":{"type":"Callout","props":{"variant":"info","title":"Report exported","description":"Weekly marketing report (Last 30 Days) downloaded as PDF • 84,732 visitors, 3.42% conversion, 5 campaigns included."},"visible":{"$state":"/exportDone","eq":true},"children":[]}}
+{"op":"add","path":"/state/exportDone","value":false}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..b7dbbf55c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,83 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerRow","exportCallout","filterCard","kpiRow","chartsRow","campaignsSection","subscriberGrowthCard"]}}
+{"op":"add","path":"/elements/headerRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","subHeading"]}}
+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"May 13 — May 19, 2026 • All channels • Compared to previous period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["dateRangeBadge","exportBtn"]}}
+{"op":"add","path":"/elements/dateRangeBadge","value":{"type":"Tag","props":{"text":{"$template":"Range: ${/dateRangeLabel}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/exportBtn","value":{"type":"Button","props":{"label":"Export Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportDone","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/exportCallout","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"Weekly_report_May19_2026.pdf downloaded. Includes all charts and campaign spend."},"visible":{"$state":"/exportDone","eq":true},"children":[]}}
+{"op":"add","path":"/state/exportDone","value":false}
+{"op":"add","path":"/state/dateRangeLabel","value":"Last 30 Days"}
+{"op":"add","path":"/elements/filterCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["filterHeader","filterRow"]}}
+{"op":"add","path":"/elements/filterHeader","value":{"type":"CardHeader","props":{"title":"Date Range","subtitle":"Change the reporting window — charts and KPIs update instantly"},"children":[]}}
+{"op":"add","path":"/elements/filterRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},"children":["datePickerWrap","quickRangeBtns"]}}
+{"op":"add","path":"/elements/datePickerWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["datePickerLabel","rangeDatePicker"]}}
+{"op":"add","path":"/elements/datePickerLabel","value":{"type":"TextContent","props":{"text":"Custom range","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rangeDatePicker","value":{"type":"DatePicker","props":{"name":"reportRange","mode":"range"},"children":[]}}
+{"op":"add","path":"/elements/quickRangeBtns","value":{"type":"Buttons","props":{"buttons":["btn7","btn30","btn90"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn7","value":{"type":"Button","props":{"label":"Last 7 Days","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/dateRangeLabel","value":"Last 7 Days"}}},"children":[]}}
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+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiVisitors","kpiConversion","kpiSubscribers"]}}
+{"op":"add","path":"/elements/kpiVisitors","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiVisitorsHeader","kpiVisitorsValue","kpiVisitorsTrend"]}}
+{"op":"add","path":"/elements/kpiVisitorsHeader","value":{"type":"CardHeader","props":{"title":"Site Visitors","subtitle":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiVisitorsTotal} total • ${/kpiVisitorsAvg}/day avg"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsTrend","value":{"type":"TextContent","props":{"text":"↑ 12.4% vs previous 30 days • 2,841 avg daily visitors","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpiVisitorsTotal","value":"84,230"}
+{"op":"add","path":"/state/kpiVisitorsAvg","value":"2,808"}
+{"op":"add","path":"/elements/kpiConversion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiConversionHeader","kpiConversionValue","kpiConversionProgress","kpiConversionNote"]}}
+{"op":"add","path":"/elements/kpiConversionHeader","value":{"type":"CardHeader","props":{"title":"Conversion Rate","subtitle":"Visitors → customers"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionValue","value":{"type":"TextContent","props":{"text":{"$template":"${/conversionRate}% • ${/conversionsTotal} conversions"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionProgress","value":{"type":"Progress","props":{"value":68,"label":"68% of 5% monthly target"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionNote","value":{"type":"TextContent","props":{"text":"+0.31pp vs last week • Goal: 5%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":"3.42"}
+{"op":"add","path":"/state/conversionsTotal","value":"2,881"}
+{"op":"add","path":"/elements/kpiSubscribers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiSubscribersHeader","kpiSubscribersValue","kpiSubscribersProgress","kpiSubscribersNote"]}}
+{"op":"add","path":"/elements/kpiSubscribersHeader","value":{"type":"CardHeader","props":{"title":"Email Subscribers","subtitle":"Growth this month"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubscribersValue","value":{"type":"TextContent","props":{"text":{"$template":"+${/subscriberGrowth} • ${/subscriberTotal} total"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubscribersProgress","value":{"type":"Progress","props":{"value":64,"label":"64% of 2,000 monthly goal"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubscribersNote","value":{"type":"TextContent","props":{"text":"Best day: May 16 (+142) • 4.2% MoM growth","size":"small"},"children":[]}}
+{"op":"add","path":"/state/subscriberGrowth","value":"1,284"}
+{"op":"add","path":"/state/subscriberTotal","value":"18,420"}
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+{"op":"add","path":"/elements/visitorsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitorsHeader","visitorsChart","visitorsFooter"]}}
+{"op":"add","path":"/elements/visitorsHeader","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors • Apr 20 – May 19"},"children":[]}}
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+{"op":"add","path":"/elements/visitorsFooter","value":{"type":"TextContent","props":{"text":"Peak: May 19 (3,920) • Low: Apr 20 (2,140) • Trend: +12.4%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sourcesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sourcesHeader","sourcesPie","sourcesLegend"]}}
+{"op":"add","path":"/elements/sourcesHeader","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions (30 days)"},"children":[]}}
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+{"op":"add","path":"/elements/sourcesLegend","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sourcesRepeat"]}}
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+{"op":"add","path":"/elements/sourceName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sourceShare","value":{"type":"Tag","props":{"text":{"$template":"${share}% • ${sessions} sessions"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"s1","name":"1. Organic Search","share":38,"sessions":"32,007"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"s2","name":"2. Direct","share":24,"sessions":"20,215"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"s3","name":"3. Paid Search","share":18,"sessions":"15,161"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"s4","name":"4. Social","share":12,"sessions":"10,108"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"s5","name":"5. Referral","share":8,"sessions":"6,738"}}
+{"op":"add","path":"/elements/campaignsSection","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["bestCallout","campaignsCard"]}}
+{"op":"add","path":"/elements/bestCallout","value":{"type":"Callout","props":{"variant":"success","title":"🏆 Best Performing Campaign: Summer Launch — Search","description":"ROAS 4.8x • $12,400 spend → $59,520 revenue • 842 conversions at $14.73 CPA • 22% above target. Scale recommendation: +20% budget."},"children":[]}}
+{"op":"add","path":"/elements/campaignsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["campaignsHeader","campaignsTable","campaignsBarLabel","campaignsBarChart"]}}
+{"op":"add","path":"/elements/campaignsHeader","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Active spend and performance • 5 campaigns"},"children":[]}}
+{"op":"add","path":"/elements/campaignsTable","value":{"type":"Table","props":{"columns":["colCampaign","colStatus","colSpend","colConv","colRoas"]},"children":[]}}
+{"op":"add","path":"/elements/colCampaign","value":{"type":"Col","props":{"label":"Campaign","data":["Summer Launch — Search","Retargeting — Display","Spring Influencer","Newsletter Sponsorship","Brand Defense — Paid"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["Running","Running","Running","Running","Running"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSpend","value":{"type":"Col","props":{"label":"Spend","data":["$12,400","$8,200","$6,750","$4,300","$3,100"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConv","value":{"type":"Col","props":{"label":"Conversions","data":["842","412","298","187","156"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRoas","value":{"type":"Col","props":{"label":"ROAS","data":["4.8x","3.1x","2.9x","2.2x","3.6x"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaignsBarLabel","value":{"type":"TextContent","props":{"text":"Spend by campaign","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignsBarChart","value":{"type":"BarChart","props":{"labels":["Summer Launch","Retargeting","Influencer","Newsletter","Brand Defense"],"series":["spendSeries"],"variant":"grouped","xLabel":"Campaign","yLabel":"Spend ($)"},"children":[]}}
+{"op":"add","path":"/elements/spendSeries","value":{"type":"Series","props":{"category":"Spend","values":[12400,8200,6750,4300,3100]},"children":[]}}
+{"op":"add","path":"/elements/subscriberGrowthCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subscriberGrowthHeader","subscriberBarChart","subscriberGrowthFooter"]}}
+{"op":"add","path":"/elements/subscriberGrowthHeader","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — This Month","subtitle":"Daily net new subscribers • May 1–19 • +1,284 total"},"children":[]}}
+{"op":"add","path":"/elements/subscriberBarChart","value":{"type":"BarChart","props":{"labels":["May 1-3","May 4-6","May 7-9","May 10-12","May 13-15","May 16-19"],"series":["subscriberSeries"],"variant":"grouped","xLabel":"Period","yLabel":"New Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subscriberSeries","value":{"type":"Series","props":{"category":"New Subscribers","values":[180,210,195,240,285,374]},"children":[]}}
+{"op":"add","path":"/elements/subscriberGrowthFooter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["subscriberFooterLeft","subscriberFooterRight"]}}
+{"op":"add","path":"/elements/subscriberFooterLeft","value":{"type":"TextContent","props":{"text":"Avg 68/day • Projected month-end: ~2,100 if trend holds","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriberFooterRight","value":{"type":"Tag","props":{"text":"+4.2% MoM","variant":"success","size":"sm"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..287131522
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBar","kpiRow","visitorsCard","middleRow","campaignsSection"]}}
+{"op":"add","path":"/elements/headerBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["headerLeft","headerActions"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","subtitleMain"]}}
+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitleMain","value":{"type":"TextContent","props":{"text":"May 12 — May 18, 2026 • All channels • Compared to previous period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["quickRangeSelect","dateRangePicker","exportDialog"]}}
+{"op":"add","path":"/elements/quickRangeSelect","value":{"type":"Select","props":{"name":"quickRange","items":["qr30","qr7","qr90"],"placeholder":"Date range","value":{"$bindState":"/quickRange"}},"children":[]}}
+{"op":"add","path":"/elements/qr30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/qr7","value":{"type":"SelectItem","props":{"value":"Last 7 days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/qr90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/state/quickRange","value":"Last 30 days"}
+{"op":"add","path":"/elements/dateRangePicker","value":{"type":"DatePicker","props":{"name":"dateRange","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-04-19","2026-05-18"]}
+{"op":"add","path":"/elements/exportDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Report","title":"Export Weekly Report","description":"Choose format and date range to download. Your file will include all charts and tables.","triggerVariant":"default"},"children":["exportContent"]}}
+{"op":"add","path":"/elements/exportContent","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["exportText","exportOptions","exportConfirmBtn"]}}
+{"op":"add","path":"/elements/exportText","value":{"type":"TextContent","props":{"text":"Export includes: Site visitors (30 days), conversion rate, traffic sources, running campaigns, and subscriber growth. Data is for **Last 30 days (Apr 19 — May 18)**.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exportOptions","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between"},"children":["exportPdfTag","exportCsvTag"]}}
+{"op":"add","path":"/elements/exportPdfTag","value":{"type":"Tag","props":{"text":"PDF • Charts + Tables","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/exportCsvTag","value":{"type":"Tag","props":{"text":"CSV • Raw data","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/exportConfirmBtn","value":{"type":"Button","props":{"label":"Download PDF Report","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiVisitorsCard","kpiConversionCard","kpiSubsCard","kpiSpendCard"]}}
+{"op":"add","path":"/elements/kpiVisitorsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiVisitorsLabel","kpiVisitorsValue","kpiVisitorsTrend","kpiVisitorsBadge"]}}
+{"op":"add","path":"/elements/kpiVisitorsLabel","value":{"type":"TextContent","props":{"text":"SITE VISITORS (30 DAYS)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsValue","value":{"type":"Heading","props":{"text":{"$template":"${/kpiVisitorsFormatted}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsTrend","value":{"type":"TextContent","props":{"text":{"$template":"↗ +${/kpiVisitorsChange}% vs previous 30 days • Avg ${/kpiVisitorsAvg}/day"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsBadge","value":{"type":"Badge","props":{"text":"30-day total","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/kpiVisitorsFormatted","value":"84,732"}
+{"op":"add","path":"/state/kpiVisitorsChange","value":"12.4"}
+{"op":"add","path":"/state/kpiVisitorsAvg","value":"2,824"}
+{"op":"add","path":"/elements/kpiConversionCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiConversionLabel","kpiConversionValue","kpiConversionProgress","kpiConversionSub"]}}
+{"op":"add","path":"/elements/kpiConversionLabel","value":{"type":"TextContent","props":{"text":"CONVERSION RATE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionValue","value":{"type":"Heading","props":{"text":{"$template":"${/kpiConversion}% "},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionProgress","value":{"type":"Progress","props":{"value":34,"label":"Goal: 4.0% • 86% to target"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversionSub","value":{"type":"TextContent","props":{"text":"+0.3pp vs last week • 2,898 conversions","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpiConversion","value":"3.42"}
+{"op":"add","path":"/elements/kpiSubsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiSubsLabel","kpiSubsValue","kpiSubsGrowth","kpiSubsSub"]}}
+{"op":"add","path":"/elements/kpiSubsLabel","value":{"type":"TextContent","props":{"text":"EMAIL SUBSCRIBERS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubsValue","value":{"type":"Heading","props":{"text":{"$template":"${/kpiSubscribersFormatted}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubsGrowth","value":{"type":"Tag","props":{"text":{"$template":"+${/kpiSubscribersGrowth}% this month"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubsSub","value":{"type":"TextContent","props":{"text":{"$template":"+${/kpiSubscribersAdded} new in May • 32.1% open rate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpiSubscribersFormatted","value":"12,480"}
+{"op":"add","path":"/state/kpiSubscribersGrowth","value":"8.4"}
+{"op":"add","path":"/state/kpiSubscribersAdded","value":"968"}
+{"op":"add","path":"/elements/kpiSpendCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiSpendLabel","kpiSpendValue","kpiSpendSub","kpiSpendBadge"]}}
+{"op":"add","path":"/elements/kpiSpendLabel","value":{"type":"TextContent","props":{"text":"ACTIVE CAMPAIGN SPEND","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendValue","value":{"type":"Heading","props":{"text":{"$template":"$${/kpiSpendFormatted}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendSub","value":{"type":"TextContent","props":{"text":"5 running campaigns • Avg ROAS 3.1x","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendBadge","value":{"type":"Badge","props":{"text":"$8,570 avg / campaign","variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/kpiSpendFormatted","value":"42,850"}
+{"op":"add","path":"/elements/visitorsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitorsHeader","visitorsChart","visitorsSeries","visitorsFooter"]}}
+{"op":"add","path":"/elements/visitorsHeader","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors • Apr 19 – May 18, 2026"},"children":[]}}
+{"op":"add","path":"/elements/visitorsChart","value":{"type":"LineChart","props":{"labels":["Apr 19","Apr 21","Apr 23","Apr 25","Apr 27","Apr 29","May 01","May 03","May 05","May 07","May 09","May 11","May 13","May 15","May 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitorsSeries","value":{"type":"Series","props":{"category":"Visitors","values":[2100,2450,2380,2620,2850,2700,3100,2950,3220,3400,3150,3300,3580,3420,3650]},"children":[]}}
+{"op":"add","path":"/elements/visitorsFooter","value":{"type":"TextContent","props":{"text":"Peak: **3,650 visitors on May 18** • Use date picker above to change range. Data updates daily at 06:00 UTC.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["trafficCard","subscriberCard"]}}
+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trafficHeader","trafficPie","trafficListHeader","trafficList"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions • 84,732 visitors"},"children":[]}}
+{"op":"add","path":"/elements/trafficPie","value":{"type":"PieChart","props":{"labels":["Organic Search","Direct","Paid Social","Email","Referral"],"values":[38.2,24.5,18.7,11.3,7.3],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/trafficListHeader","value":{"type":"TextContent","props":{"text":"Breakdown with share:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/trafficList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/trafficSources","key":"source"},"children":["trafficRow"]}}
+{"op":"add","path":"/elements/trafficRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["trafficSourceName","trafficSourceShare"]}}
+{"op":"add","path":"/elements/trafficSourceName","value":{"type":"TextContent","props":{"text":{"$template":"${source} • ${visitors} visitors"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trafficSourceShare","value":{"type":"Badge","props":{"text":{"$template":"${share}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"source":"Organic Search","share":"38.2","visitors":"32,368"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"source":"Direct","share":"24.5","visitors":"20,759"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"source":"Paid Social","share":"18.7","visitors":"15,845"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"source":"Email","share":"11.3","visitors":"9,575"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"source":"Referral","share":"7.3","visitors":"6,185"}}
+{"op":"add","path":"/elements/subscriberCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriberHeader","subscriberChart","subscriberSeries","subscriberStats"]}}
+{"op":"add","path":"/elements/subscriberHeader","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — This Month","subtitle":"May 2026 • Daily cumulative total"},"children":[]}}
+{"op":"add","path":"/elements/subscriberChart","value":{"type":"AreaChart","props":{"labels":["May 1","May 7","May 14","May 18","May 21","May 31 (proj.)"],"series":["subscriberSeries"],"variant":"natural","xLabel":"Date","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subscriberSeries","value":{"type":"Series","props":{"category":"Subscribers","values":[11512,11840,12105,12480,12620,13200]},"children":[]}}
+{"op":"add","path":"/elements/subscriberStats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["subStatTotal","subStatGrowth"]}}
+{"op":"add","path":"/elements/subStatTotal","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["subStatTotalLabel","subStatTotalValue"]}}
+{"op":"add","path":"/elements/subStatTotalLabel","value":{"type":"TextContent","props":{"text":"TOTAL SUBSCRIBERS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subStatTotalValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiSubscribersFormatted}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/subStatGrowth","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["subStatGrowthLabel","subStatGrowthValue"]}}
+{"op":"add","path":"/elements/subStatGrowthLabel","value":{"type":"TextContent","props":{"text":"GROWTH THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subStatGrowthValue","value":{"type":"TextContent","props":{"text":{"$template":"+${/kpiSubscribersGrowth}% (+${/kpiSubscribersAdded})"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaignsHeader","bestCampaignCallout","campaignsList"]}}
+{"op":"add","path":"/elements/campaignsHeader","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"5 active campaigns • Spend and performance this period"},"children":[]}}
+{"op":"add","path":"/elements/bestCampaignCallout","value":{"type":"Callout","props":{"variant":"success","title":"★ Best Performing Campaign: Summer Launch — Paid Social","description":"ROAS 4.8x • 1,240 conversions • $8,200 spend • 6.2% conversion rate — 32% above account average. Recommendation: increase budget by 15%."},"children":[]}}
+{"op":"add","path":"/elements/campaignsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaignCard"]}}
+{"op":"add","path":"/elements/campaignCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["campaignInfo","campaignSpendBlock"]}}
+{"op":"add","path":"/elements/campaignInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["campaignName","campaignMeta"]}}
+{"op":"add","path":"/elements/campaignName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignMeta","value":{"type":"TextContent","props":{"text":{"$template":"${channel} • ${conversions} conversions • ROAS ${roas}x • ${cvr}% CVR"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaignSpendBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["campaignSpend","campaignStatus"]}}
+{"op":"add","path":"/elements/campaignSpend","value":{"type":"TextContent","props":{"text":{"$template":"$${spend}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Summer Launch — Paid Social","channel":"Paid Social","spend":"8,200","conversions":"1,240","roas":"4.8","cvr":"6.2","status":"Best • Active"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Search Brand Defense","channel":"Google Search","spend":"12,400","conversions":"890","roas":"3.4","cvr":"4.1","status":"Active"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Newsletter Sponsorship — May","channel":"Email / Sponsorship","spend":"5,500","conversions":"420","roas":"2.9","cvr":"3.8","status":"Active"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"Retargeting — Abandoned Cart","channel":"Display Retargeting","spend":"9,750","conversions":"680","roas":"3.2","cvr":"4.5","status":"Active"}}
+{"op":"add","path":"/state/campaigns/4","value":{"id":"c5","name":"Referral Boost — Influencers","channel":"Referral / Influencer","spend":"7,000","conversions":"310","roas":"2.1","cvr":"2.9","status":"Active"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..2545a048a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controlsBar","kpiRow","visitorsCard","middleRow","campaignsCard","exportFeedback","footerNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"CardHeader","props":{"title":"Marketing Weekly Dashboard","subtitle":"May 6 — May 12, 2026 • All channels • Compared to previous period"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["badgeLive","tagWeek"]}}
+{"op":"add","path":"/elements/badgeLive","value":{"type":"Badge","props":{"text":"● Live data","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/tagWeek","value":{"type":"Tag","props":{"text":"W19 • 2026","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/controlsBar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["dateControls","exportActions"]}}
+{"op":"add","path":"/elements/dateControls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["selectControl","datePickerControl"]}}
+{"op":"add","path":"/elements/selectControl","value":{"type":"FormControl","props":{"label":"Date range","input":"selectPreset","hint":"Quick presets"},"children":[]}}
+{"op":"add","path":"/elements/selectPreset","value":{"type":"Select","props":{"name":"preset","items":["opt7","opt30","opt90","optCustom"],"placeholder":"Last 30 days","value":"30d","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/opt7","value":{"type":"SelectItem","props":{"value":"7d","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/opt30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/opt90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/optCustom","value":{"type":"SelectItem","props":{"value":"custom","label":"Custom range"},"children":[]}}
+{"op":"add","path":"/elements/datePickerControl","value":{"type":"FormControl","props":{"label":"Custom range","input":"datePicker"},"children":[]}}
+{"op":"add","path":"/elements/datePicker","value":{"type":"DatePicker","props":{"name":"dateRange","mode":"range"},"children":[]}}
+{"op":"add","path":"/state/preset","value":"30d"}
+{"op":"add","path":"/state/dateRange","value":["2026-04-13","2026-05-12"]}
+{"op":"add","path":"/elements/exportActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["btnExport","btnSchedule"]}}
+{"op":"add","path":"/elements/btnExport","value":{"type":"Button","props":{"label":"Export Report","variant":"primary","size":"medium"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":true}}}}}
+{"op":"add","path":"/elements/btnSchedule","value":{"type":"Button","props":{"label":"Schedule Weekly Email","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/exportFeedback","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"Weekly marketing report (Apr 13 – May 12) exported as PDF and CSV to your email."},"children":[],"visible":{"$state":"/exportStatus","eq":true}}}
+{"op":"add","path":"/state/exportStatus","value":false}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiVisitors","kpiConversion","kpiSubscribers","kpiSpend"]}}
+{"op":"add","path":"/elements/kpiVisitors","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"start"},"children":["kpiVisitorsLabel","kpiVisitorsValue","kpiVisitorsTrend","kpiVisitorsSep","kpiVisitorsHint"]}}
+{"op":"add","path":"/elements/kpiVisitorsLabel","value":{"type":"TextContent","props":{"text":"Total Visitors (30d)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/totalVisitors}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsTrend","value":{"type":"Tag","props":{"text":"▲ 8.4% vs prev 30d","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsSep","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/kpiVisitorsHint","value":{"type":"TextContent","props":{"text":"Avg 1,091 / day • Peak 1,482 on May 9","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiConversion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiConvLabel","kpiConvValue","kpiConvProgress","kpiConvHint"]}}
+{"op":"add","path":"/elements/kpiConvLabel","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiConvValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/conversionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiConvProgress","value":{"type":"Progress","props":{"value":34.2,"label":"3.42% of visitors converted"},"children":[]}}
+{"op":"add","path":"/elements/kpiConvHint","value":{"type":"TextContent","props":{"text":"1,119 conversions • +0.31pp vs last period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubscribers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiSubLabel","kpiSubValue","kpiSubTrend","kpiSubHint"]}}
+{"op":"add","path":"/elements/kpiSubLabel","value":{"type":"TextContent","props":{"text":"Email Subscribers Growth","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubValue","value":{"type":"TextContent","props":{"text":{"$template":"+${/kpis/subscriberGrowth} this month"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubTrend","value":{"type":"Tag","props":{"text":"▲ 12.4% MoM • 16,642 total","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpiSubHint","value":{"type":"TextContent","props":{"text":"Avg +61 / day • Best day +148 on May 3","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpend","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiSpendLabel","kpiSpendValue","kpiSpendHint","kpiSpendBar"]}}
+{"op":"add","path":"/elements/kpiSpendLabel","value":{"type":"TextContent","props":{"text":"Active Campaign Spend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/totalSpend}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendHint","value":{"type":"TextContent","props":{"text":"5 running • 73% of monthly budget","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiSpendBar","value":{"type":"Progress","props":{"value":73,"label":"$26,390 / $36,000 budget"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"totalVisitors":"32,720","conversionRate":"3.42","subscriberGrowth":"1,842","totalSpend":"26,390"}}
+{"op":"add","path":"/elements/visitorsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitorsHeader","lineVisitors","visitorsStats"]}}
+{"op":"add","path":"/elements/visitorsHeader","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors • Apr 13 – May 12, 2026 • Source: GA4"},"children":[]}}
+{"op":"add","path":"/elements/lineVisitors","value":{"type":"LineChart","props":{"labels":{"$state":"/visitors/labels"},"series":["seriesVisitors"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/seriesVisitors","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitors/values"}},"children":[]}}
+{"op":"add","path":"/state/visitors","value":{"labels":["Apr 13","Apr 14","Apr 15","Apr 16","Apr 17","Apr 18","Apr 19","Apr 20","Apr 21","Apr 22","Apr 23","Apr 24","Apr 25","Apr 26","Apr 27","Apr 28","Apr 29","Apr 30","May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12"],"values":[842,910,876,1024,985,1120,1085,945,1012,1180,1215,1098,1150,1280,1320,1245,1190,1350,1385,1420,1310,1275,1188,1220,1365,1410,1482,1395,1310,1248]}}
+{"op":"add","path":"/elements/visitorsStats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","wrap":true},"children":["visStat1","visStat2","visStat3"]}}
+{"op":"add","path":"/elements/visStat1","value":{"type":"TextContent","props":{"text":"**30-day total:** 32,720 visitors","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/visStat2","value":{"type":"TextContent","props":{"text":"**Avg:** 1,091 / day • **Peak:** 1,482 (May 9)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/visStat3","value":{"type":"TextContent","props":{"text":"**Trend:** +8.4% vs previous 30 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["trafficCard","growthCard"]}}
+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trafficHeader","pieTraffic","trafficLegend","trafficInsight"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total visitors • Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/pieTraffic","value":{"type":"PieChart","props":{"labels":{"$state":"/traffic/labels"},"values":{"$state":"/traffic/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/traffic","value":{"labels":["Organic Search","Paid Search","Direct","Social Media","Referral / Email"],"values":[38,24,18,12,8]}}
+{"op":"add","path":"/elements/trafficLegend","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["trafficList"],"repeat":{"statePath":"/trafficSources","key":"source"}}}
+{"op":"add","path":"/elements/trafficList","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["trafficSourceName","trafficSourceShare"]}}
+{"op":"add","path":"/elements/trafficSourceName","value":{"type":"TextContent","props":{"text":{"$template":"${source} • ${visitors} visitors"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trafficSourceShare","value":{"type":"Badge","props":{"text":{"$template":"${share}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"source":"Organic Search","share":38,"visitors":"12,450"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"source":"Paid Search","share":24,"visitors":"7,850"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"source":"Direct","share":18,"visitors":"5,890"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"source":"Social Media","share":12,"visitors":"3,920"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"source":"Referral / Email","share":8,"visitors":"2,610"}}
+{"op":"add","path":"/elements/trafficInsight","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Insight","description":"Organic Search remains dominant (+3pp MoM). Paid Search efficiency improved — 24% share driving 31% of conversions."},"children":[]}}
+{"op":"add","path":"/elements/growthCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["growthHeader","areaGrowth","growthStats","growthFooter"]}}
+{"op":"add","path":"/elements/growthHeader","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — This Month","subtitle":"Cumulative subscribers • May 1 – May 12 vs April"},"children":[]}}
+{"op":"add","path":"/elements/areaGrowth","value":{"type":"AreaChart","props":{"labels":{"$state":"/subscribers/labels"},"series":["seriesGrowth"],"variant":"natural","xLabel":"Date","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/seriesGrowth","value":{"type":"Series","props":{"category":"Total Subscribers","values":{"$state":"/subscribers/values"}},"children":[]}}
+{"op":"add","path":"/state/subscribers","value":{"labels":["May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12"],"values":[14800,14892,15040,15110,15205,15320,15410,15555,15680,15810,15995,16642]}}
+{"op":"add","path":"/elements/growthStats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","wrap":true},"children":["growthStat1","growthStat2"]}}
+{"op":"add","path":"/elements/growthStat1","value":{"type":"TextContent","props":{"text":"**+1,842** net new in May (12 days)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/growthStat2","value":{"type":"TextContent","props":{"text":"**+12.4%** vs April • On track for ~4,600 month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/growthFooter","value":{"type":"TextContent","props":{"text":"Source: Klaviyo • Unsubscribe rate 0.32% (healthy)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaignsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaignsHeader","bestCampaignCallout","campaignsListHeader","campaignsList"]}}
+{"op":"add","path":"/elements/campaignsHeader","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"5 active • Spend and performance • Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/bestCampaignCallout","value":{"type":"Callout","props":{"variant":"success","title":"🏆 Best Performing Campaign","description":"Search — Brand Defense is leading with 6.0× ROAS, $2,890 spend, 165 conversions at $17.52 CPA. 22% under budget — recommend scaling +15%."},"children":[]}}
+{"op":"add","path":"/elements/campaignsListHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["campaignsColTitle","campaignsColSpend"]}}
+{"op":"add","path":"/elements/campaignsColTitle","value":{"type":"TextContent","props":{"text":"CAMPAIGN","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignsColSpend","value":{"type":"TextContent","props":{"text":"SPEND / BUDGET • ROAS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["campaignRow"],"repeat":{"statePath":"/campaigns","key":"id"}}}
+{"op":"add","path":"/elements/campaignRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["campaignInfo","campaignMetrics"]}}
+{"op":"add","path":"/elements/campaignInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["campaignName","campaignMeta"]}}
+{"op":"add","path":"/elements/campaignName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["campaignStatus","campaignConversions"]}}
+{"op":"add","path":"/elements/campaignStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/campaignConversions","value":{"type":"TextContent","props":{"text":{"$template":"${conversions} conv • CPA $${cpa}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaignMetrics","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["campaignSpend","campaignProgress","campaignRoas"]}}
+{"op":"add","path":"/elements/campaignSpend","value":{"type":"TextContent","props":{"text":{"$template":"$${spend} / $${budget}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaignProgress","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":""},"children":[]}}
+{"op":"add","path":"/elements/campaignRoas","value":{"type":"Tag","props":{"text":{"$template":"${roas}x ROAS"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"c1","name":"Summer Launch — Paid Social","status":"Active","spend":8420,"budget":10000,"pct":84,"conversions":312,"cpa":"26.99","roas":"4.2"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"c2","name":"Retargeting — Google Display","status":"Active","spend":5230,"budget":6000,"pct":87,"conversions":278,"cpa":"18.81","roas":"5.1"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"c3","name":"Newsletter Sponsorship","status":"Active","spend":3100,"budget":3500,"pct":89,"conversions":145,"cpa":"21.38","roas":"3.8"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"c4","name":"Influencer — Micro Cohort","status":"Active","spend":6750,"budget":8000,"pct":84,"conversions":198,"cpa":"34.09","roas":"3.2"}}
+{"op":"add","path":"/state/campaigns/4","value":{"id":"c5","name":"Search — Brand Defense","status":"Active","spend":2890,"budget":4000,"pct":72,"conversions":165,"cpa":"17.52","roas":"6.0"}}
+{"op":"add","path":"/elements/footerNote","value":{"type":"TextContent","props":{"text":"Data refreshed 2 hours ago • Next refresh in 4h • Questions? Contact analytics@company.com","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..9b89f1b62
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","kpiRow","middleRow","controlsRow","ordersSection"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-commerce Operations Desk","subtitle":"Live pulse for today • Monitor orders, revenue and fulfillment"},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-orders-label","kpi-orders-value","kpi-orders-hint"]}}
+{"op":"add","path":"/elements/kpi-orders-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-orders-hint","value":{"type":"TextContent","props":{"text":"+12% vs yesterday • 14:32 UTC updated","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-revenue-label","kpi-revenue-value","kpi-revenue-hint"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-hint","value":{"type":"TextContent","props":{"text":"Net of discounts & shipping","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-aov-label","kpi-aov-value","kpi-aov-hint"]}}
+{"op":"add","path":"/elements/kpi-aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/aov}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov-hint","value":{"type":"TextContent","props":{"text":"Across 147 orders today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-refund-label","kpi-refund-value","kpi-refund-hint"]}}
+{"op":"add","path":"/elements/kpi-refund-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/refundRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund-hint","value":{"type":"TextContent","props":{"text":"Target < 3% • 18 refunds / 742 orders","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"147","revenueToday":"18,420.50","aov":"125.31","refundRate":"2.4"}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartHeader","volumeChart","chartCaption"]}}
+{"op":"add","path":"/elements/chartHeader","value":{"type":"CardHeader","props":{"title":"Order volume — past 4 weeks","subtitle":"Weekly order count trending up"},"children":[]}}
+{"op":"add","path":"/elements/volumeChart","value":{"type":"BarChart","props":{"labels":["Wk 28","Wk 29","Wk 30","Wk 31"],"series":["volumeSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volumeSeries","value":{"type":"Series","props":{"category":"Orders","values":[312,298,341,367]},"children":[]}}
+{"op":"add","path":"/elements/chartCaption","value":{"type":"TextContent","props":{"text":"Peak this week: 367 orders (+7.6% WoW). Refund rate overlay stable at 2.4%.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Wk 28","Wk 29","Wk 30","Wk 31"],"values":[312,298,341,367]}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["searchControl","statusControl","controlsHint"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search by customer name","input":"searchInput","hint":"Filters recent orders instantly"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Alex Morgan, Priya...","value":{"$bindState":"/filters/search"}},"children":[]}}
+{"op":"add","path":"/elements/statusControl","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"statusSelect"},"children":[]}}
+{"op":"add","path":"/elements/statusSelect","value":{"type":"Select","props":{"name":"status","placeholder":"All statuses","value":{"$bindState":"/filters/status"},"items":["status-all","status-pending","status-processing","status-fulfilled","status-refunded"]},"children":[]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"All","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/controlsHint","value":{"type":"TextContent","props":{"text":{"$template":"Showing ${/filteredCount} of 6 recent orders"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"search":"","status":"All"}}
+{"op":"add","path":"/state/filteredCount","value":"6"}
+{"op":"add","path":"/elements/ordersSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ordersHeader","ordersTableHead","ordersList","fulfillFeedback"]}}
+{"op":"add","path":"/elements/ordersHeader","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"ID • Customer • Total • Status • Action"},"children":[]}}
+{"op":"add","path":"/elements/ordersTableHead","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["th-id","th-customer","th-total","th-status","th-action"]}}
+{"op":"add","path":"/elements/th-id","value":{"type":"TextContent","props":{"text":"ORDER ID","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/th-customer","value":{"type":"TextContent","props":{"text":"CUSTOMER","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/th-total","value":{"type":"TextContent","props":{"text":"TOTAL","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/th-status","value":{"type":"TextContent","props":{"text":"STATUS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/th-action","value":{"type":"TextContent","props":{"text":"ACTION","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ordersList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["orderRow"]}}
+{"op":"add","path":"/elements/orderRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["orderId","orderCustomer","orderTotal","orderStatus","orderAction"]}}
+{"op":"add","path":"/elements/orderId","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orderCustomer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/orderTotal","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/orderStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"default","$else":{"$cond":{"$item":"status","eq":"Refunded"},"$then":"destructive","$else":{"$cond":{"$item":"status","eq":"Pending"},"$then":"secondary","$else":"outline"}}}}},"children":[]}}
+{"op":"add","path":"/elements/orderAction","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["fulfillButton"]}}
+{"op":"add","path":"/elements/fulfillButton","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/elements/fulfillFeedback","value":{"type":"Callout","props":{"variant":"success","title":"Order updated","description":"Status set to Fulfilled"},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"#41892","customer":"Alex Morgan","total":"249.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"#41888","customer":"Priya Nair","total":"89.50","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"#41885","customer":"Jordan Lee","total":"412.75","status":"Pending"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"#41881","customer":"Sofia Chen","total":"67.20","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"#41879","customer":"Marcus Webb","total":"156.00","status":"Processing"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"#41876","customer":"Emma Rodriguez","total":"34.99","status":"Refunded"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..234c25de1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r2.txt
@@ -0,0 +1 @@
+{"op":"add","path":"/root","value":"main"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..7ba428a2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,94 @@
+{"op":"add","path":"/root","value":"desk"}
+{"op":"add","path":"/elements/desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","metricsGrid","middleRow","ordersSection"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Today · Monday, Aug 18 · Live order flow and revenue at a glance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["liveBadge","headerDate"]}}
+{"op":"add","path":"/elements/liveBadge","value":{"type":"Badge","props":{"text":"● LIVE","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/headerDate","value":{"type":"TextContent","props":{"text":"Last sync: 2 min ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricsGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metricOrders","metricRevenue","metricAOV","metricRefund"]}}
+{"op":"add","path":"/elements/metricOrders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricOrdersLabel","metricOrdersValue","metricOrdersSub"]}}
+{"op":"add","path":"/elements/metricOrdersLabel","value":{"type":"TextContent","props":{"text":"ORDERS PLACED TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricOrdersValue","value":{"type":"TextContent","props":{"text":{"$state":"/stats/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricOrdersSub","value":{"type":"TextContent","props":{"text":"+12.4% vs yesterday · 147 orders","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRevenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricRevenueLabel","metricRevenueValue","metricRevenueSub"]}}
+{"op":"add","path":"/elements/metricRevenueLabel","value":{"type":"TextContent","props":{"text":"REVENUE TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRevenueValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricRevenueSub","value":{"type":"TextContent","props":{"text":"Across 147 orders · Updated live","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricAOV","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricAOVLabel","metricAOVValue","metricAOVSub"]}}
+{"op":"add","path":"/elements/metricAOVLabel","value":{"type":"TextContent","props":{"text":"AVERAGE ORDER VALUE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricAOVValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/aov}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricAOVSub","value":{"type":"TextContent","props":{"text":"$125.37 · +3.2% vs yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRefund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricRefundLabel","metricRefundValue","metricRefundProgress","metricRefundSub"]}}
+{"op":"add","path":"/elements/metricRefundLabel","value":{"type":"TextContent","props":{"text":"REFUND RATE THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundValue","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/refundRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundProgress","value":{"type":"Progress","props":{"value":2.8,"label":"Target < 3.0% — On track"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundSub","value":{"type":"TextContent","props":{"text":"23 refunds / 821 orders in August","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"ordersToday":"147","revenueToday":"$18,429.50","aov":"$125.37","refundRate":"2.8"}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["volumeCard","insightsCard"]}}
+{"op":"add","path":"/elements/volumeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volumeHeader","volumeChart","volumeFooter"]}}
+{"op":"add","path":"/elements/volumeHeader","value":{"type":"CardHeader","props":{"title":"Order Volume — Past 4 Weeks","subtitle":"Total orders per week (Mon–Sun)"},"children":[]}}
+{"op":"add","path":"/elements/volumeChart","value":{"type":"BarChart","props":{"labels":["Wk 29 Jul","Wk 5 Aug","Wk 12 Aug","Wk 18 Aug"],"series":["volumeSeries"],"xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volumeSeries","value":{"type":"Series","props":{"category":"Orders","values":[642,718,689,754]},"children":[]}}
+{"op":"add","path":"/elements/volumeFooter","value":{"type":"TextContent","props":{"text":"Peak: 754 orders this week · +9.4% vs last week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["insightsHeader","insightsRefundCallout","insightsList","insightsSeparator","insightsStats"]}}
+{"op":"add","path":"/elements/insightsHeader","value":{"type":"CardHeader","props":{"title":"Month Health","subtitle":"Refunds & fulfillment velocity"},"children":[]}}
+{"op":"add","path":"/elements/insightsRefundCallout","value":{"type":"Callout","props":{"variant":"success","title":"Refund rate healthy","description":"2.8% is below 3.0% threshold. No action needed."},"children":[]}}
+{"op":"add","path":"/elements/insightsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["insightRow1","insightRow2","insightRow3"]}}
+{"op":"add","path":"/elements/insightRow1","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["insightRow1Label","insightRow1Value"]}}
+{"op":"add","path":"/elements/insightRow1Label","value":{"type":"TextContent","props":{"text":"Fulfillment rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightRow1Value","value":{"type":"Badge","props":{"text":"94.2%","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/insightRow2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["insightRow2Label","insightRow2Value"]}}
+{"op":"add","path":"/elements/insightRow2Label","value":{"type":"TextContent","props":{"text":"Avg. time to fulfill","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightRow2Value","value":{"type":"Badge","props":{"text":"1.8 hrs","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/insightRow3","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["insightRow3Label","insightRow3Value"]}}
+{"op":"add","path":"/elements/insightRow3Label","value":{"type":"TextContent","props":{"text":"Pending that need action","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightRow3Value","value":{"type":"Badge","props":{"text":"18 orders","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/insightsSeparator","value":{"type":"Separator","props":{"orientation":"horizontal"},"children":[]}}
+{"op":"add","path":"/elements/insightsStats","value":{"type":"TextContent","props":{"text":"Tip: Use the status filter below to isolate Pending orders and bulk-fulfill.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ordersSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ordersHeader","filterBar","ordersTableHeader","ordersListWrapper","ordersEmpty"]}}
+{"op":"add","path":"/elements/ordersHeader","value":{"type":"CardHeader","props":{"title":"Recent Orders","subtitle":"Latest 6 orders — search and filter to act quickly"},"children":[]}}
+{"op":"add","path":"/elements/filterBar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["searchControl","statusControl","filterActions"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search by customer name","input":"searchInput","hint":"Type to filter list below"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"e.g. Sarah Chen","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/statusControl","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"statusSelect"},"children":[]}}
+{"op":"add","path":"/elements/statusSelect","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All statuses","value":{"$bindState":"/filterStatus"},"items":["statusOptAll","statusOptPending","statusOptProcessing","statusOptFulfilled","statusOptRefunded"]},"children":[]}}
+{"op":"add","path":"/elements/statusOptAll","value":{"type":"SelectItem","props":{"value":"All","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/statusOptPending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/statusOptProcessing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/statusOptFulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/statusOptRefunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/filterActions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"stretch"},"children":["clearFiltersBtn","activeFilterText"]}}
+{"op":"add","path":"/elements/clearFiltersBtn","value":{"type":"Button","props":{"label":"Clear filters","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filterStatus","value":"All"}}},"children":[]}}
+{"op":"add","path":"/elements/activeFilterText","value":{"type":"TextContent","props":{"text":{"$template":"Filter: ${/filterStatus} · Search: \"${/searchQuery}\""},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/filterStatus","value":"All"}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/ordersTableHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["colId","colCustomer","colTotal","colStatus","colAction"]}}
+{"op":"add","path":"/elements/colId","value":{"type":"TextContent","props":{"text":"ORDER ID","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/colCustomer","value":{"type":"TextContent","props":{"text":"CUSTOMER","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/colTotal","value":{"type":"TextContent","props":{"text":"TOTAL","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"TextContent","props":{"text":"STATUS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/colAction","value":{"type":"TextContent","props":{"text":"ACTION","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ordersListWrapper","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["ordersList"]}}
+{"op":"add","path":"/elements/ordersList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["orderRow"]}}
+{"op":"add","path":"/elements/orderRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["orderIdBlock","orderCustomerBlock","orderTotalBlock","orderStatusBlock","orderActionBlock"]}}
+{"op":"add","path":"/elements/orderIdBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["orderIdValue","orderIdTime"]}}
+{"op":"add","path":"/elements/orderIdValue","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orderIdTime","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orderCustomerBlock","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["orderAvatar","orderCustomerText"]}}
+{"op":"add","path":"/elements/orderAvatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/orderCustomerText","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/orderTotalBlock","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orderStatusBlock","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/orderActionBlock","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["fulfillBtn","fulfilledLabel"]}}
+{"op":"add","path":"/elements/fulfillBtn","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/elements/fulfilledLabel","value":{"type":"TextContent","props":{"text":"✓ Done","size":"small"},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-88421","customer":"Sarah Chen","initials":"SC","total":"$342.50","status":"Processing","time":"Today 09:42 AM"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-88419","customer":"Marcus Johnson","initials":"MJ","total":"$89.99","status":"Pending","time":"Today 09:18 AM"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-88418","customer":"Emily Rodriguez","initials":"ER","total":"$215.00","status":"Fulfilled","time":"Today 08:55 AM"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-88415","customer":"David Kim","initials":"DK","total":"$1,240.00","status":"Processing","time":"Today 08:12 AM"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-88412","customer":"Priya Patel","initials":"PP","total":"$56.75","status":"Pending","time":"Today 07:48 AM"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-88410","customer":"James Wilson","initials":"JW","total":"$430.20","status":"Refunded","time":"Today 07:22 AM"}}
+{"op":"add","path":"/elements/ordersEmpty","value":{"type":"TextContent","props":{"text":"Showing 6 most recent orders. Use search and status filter above to narrow results. Click “Mark fulfilled” to update status instantly.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..8469c654a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,85 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","metricsRow","analyticsRow","ordersSection"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingTitle","headingSubtitle"]}}
+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headingSubtitle","value":{"type":"TextContent","props":{"text":"Live order flow • Today: Aug 18, 2026 • Auto-refresh every 60s","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["headerTagLive","headerDateText"]}}
+{"op":"add","path":"/elements/headerTagLive","value":{"type":"Tag","props":{"text":"● LIVE","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/headerDateText","value":{"type":"TextContent","props":{"text":"Store: Main Warehouse — USD","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metricOrders","metricRevenue","metricAov","metricRefund"]}}
+{"op":"add","path":"/elements/metricOrders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricOrdersLabel","metricOrdersValue","metricOrdersSub"]}}
+{"op":"add","path":"/elements/metricOrdersLabel","value":{"type":"TextContent","props":{"text":"ORDERS PLACED TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricOrdersValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/ordersToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricOrdersSub","value":{"type":"TextContent","props":{"text":"+18% vs yesterday • 32 pending fulfillment","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/ordersToday","value":142}
+{"op":"add","path":"/elements/metricRevenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricRevenueLabel","metricRevenueValue","metricRevenueSub"]}}
+{"op":"add","path":"/elements/metricRevenueLabel","value":{"type":"TextContent","props":{"text":"REVENUE TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRevenueValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricRevenueSub","value":{"type":"TextContent","props":{"text":"Avg $129.72 per order • 11:42 AM peak","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueToday","value":18420}
+{"op":"add","path":"/elements/metricAov","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricAovLabel","metricAovValue","metricAovSub"]}}
+{"op":"add","path":"/elements/metricAovLabel","value":{"type":"TextContent","props":{"text":"AVERAGE ORDER VALUE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricAovValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/aov}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricAovSub","value":{"type":"TextContent","props":{"text":"$6.40 higher than 7-day avg ($123.32)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/aov","value":129.72}
+{"op":"add","path":"/elements/metricRefund","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricRefundLabel","metricRefundValue","metricRefundProgress","metricRefundSub"]}}
+{"op":"add","path":"/elements/metricRefundLabel","value":{"type":"TextContent","props":{"text":"REFUND RATE THIS MONTH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/refundRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundProgress","value":{"type":"Progress","props":{"value":2.8,"label":"Target <3.0% — within threshold"},"children":[]}}
+{"op":"add","path":"/elements/metricRefundSub","value":{"type":"TextContent","props":{"text":"18 refunds / 642 orders in August","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRate","value":2.8}
+{"op":"add","path":"/elements/analyticsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["volumeCard","insightCard"]}}
+{"op":"add","path":"/elements/volumeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volumeHeader","volumeChart","volumeSeries","volumeCaption"]}}
+{"op":"add","path":"/elements/volumeHeader","value":{"type":"CardHeader","props":{"title":"Order volume — past 4 weeks","subtitle":"Total orders per week, Mon-Sun"},"children":[]}}
+{"op":"add","path":"/elements/volumeChart","value":{"type":"BarChart","props":{"labels":["Wk Jul 21-27","Wk Jul 28-Aug 3","Wk Aug 4-10","Wk Aug 11-17"],"series":["volumeSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volumeSeries","value":{"type":"Series","props":{"category":"Orders","values":[312,428,385,462]},"children":[]}}
+{"op":"add","path":"/elements/volumeCaption","value":{"type":"TextContent","props":{"text":"+20% vs previous 4-week period • Highest: last week (462)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insightCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["insightHeader","insightStats","insightAlert"]}}
+{"op":"add","path":"/elements/insightHeader","value":{"type":"CardHeader","props":{"title":"Health check","subtitle":"Fulfillment & risk"},"children":[]}}
+{"op":"add","path":"/elements/insightStats","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["insightStat1","insightStat2","insightStat3"]}}
+{"op":"add","path":"/elements/insightStat1","value":{"type":"TextContent","props":{"text":"**32** orders pending fulfillment (22.5% of today)","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/insightStat2","value":{"type":"TextContent","props":{"text":"**4** orders flagged for address verification","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/insightStat3","value":{"type":"TextContent","props":{"text":"Refund rate holding at **2.8%** — below 3% SLA","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/insightAlert","value":{"type":"Callout","props":{"variant":"info","title":"Peak window","description":"Today's orders spike 10am-1pm. Staff 2 extra packers for afternoon shift."},"children":[]}}
+{"op":"add","path":"/elements/ordersSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ordersHeader","filterBar","ordersTable","colId","colCustomer","colTotal","colStatus","colDate","ordersActionList","fulfillCallout"]}}
+{"op":"add","path":"/elements/ordersHeader","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Latest 6 orders • Use search and status filter to narrow • Mark fulfilled inline"},"children":[]}}
+{"op":"add","path":"/elements/filterBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["searchControl","statusControl","clearButton","filterSummary"]}}
+{"op":"add","path":"/elements/searchControl","value":{"type":"FormControl","props":{"label":"Search by customer","input":"searchInput","hint":"Type a name to filter"},"children":[]}}
+{"op":"add","path":"/elements/searchInput","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Maya, James, Sofia","value":{"$bindState":"/filters/search"}},"children":[]}}
+{"op":"add","path":"/elements/statusControl","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"statusSelect"},"children":[]}}
+{"op":"add","path":"/elements/statusSelect","value":{"type":"Select","props":{"name":"status","placeholder":"All statuses","value":{"$bindState":"/filters/status"},"items":["statusAll","statusPending","statusProcessing","statusFulfilled","statusRefunded"]},"children":[]}}
+{"op":"add","path":"/elements/statusAll","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/statusPending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/statusProcessing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/statusFulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/statusRefunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/clearButton","value":{"type":"Button","props":{"label":"Clear filters","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filters/search","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/filterSummary","value":{"type":"TextContent","props":{"text":{"$template":"Filter: status = ${/filters/status} • search = \"${/filters/search}\" • Showing 6 orders"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{}}
+{"op":"add","path":"/state/filters/search","value":""}
+{"op":"add","path":"/state/filters/status","value":"all"}
+{"op":"add","path":"/elements/ordersTable","value":{"type":"Table","props":{"columns":["colId","colCustomer","colTotal","colStatus","colDate"]},"children":[]}}
+{"op":"add","path":"/elements/colId","value":{"type":"Col","props":{"label":"Order ID","data":["#10482","#10481","#10480","#10479","#10478","#10477"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colCustomer","value":{"type":"Col","props":{"label":"Customer","data":["Maya Chen","James Whitaker","Sofia Reyes","David Kim","Aisha Patel","Carlos Mendez"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colTotal","value":{"type":"Col","props":{"label":"Total","data":["$248.00","$89.50","$412.30","$67.00","$156.90","$299.00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["Pending","Processing","Fulfilled","Pending","Refunded","Processing"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colDate","value":{"type":"Col","props":{"label":"Placed","data":["Today 09:14","Today 08:52","Today 08:31","Today 07:58","Today 07:22","Yesterday 18:40"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/ordersActionList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["orderActionCard"]}}
+{"op":"add","path":"/elements/orderActionCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["orderActionLeft","orderActionRight"]}}
+{"op":"add","path":"/elements/orderActionLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["orderIdText","orderCustomerText"]}}
+{"op":"add","path":"/elements/orderIdText","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${customer} • $${total}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orderCustomerText","value":{"type":"TextContent","props":{"text":{"$template":"Status: ${status} • ${placed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orderActionRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["orderStatusTag","fulfillButton"]}}
+{"op":"add","path":"/elements/orderStatusTag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/fulfillButton","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastFulfilledId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"#10482","customer":"Maya Chen","total":"248.00","status":"Pending","placed":"Today 09:14"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"#10481","customer":"James Whitaker","total":"89.50","status":"Processing","placed":"Today 08:52"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"#10480","customer":"Sofia Reyes","total":"412.30","status":"Fulfilled","placed":"Today 08:31"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"#10479","customer":"David Kim","total":"67.00","status":"Pending","placed":"Today 07:58"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"#10478","customer":"Aisha Patel","total":"156.90","status":"Refunded","placed":"Today 07:22"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"#10477","customer":"Carlos Mendez","total":"299.00","status":"Processing","placed":"Yesterday 18:40"}}
+{"op":"add","path":"/state/lastFulfilledId","value":""}
+{"op":"add","path":"/elements/fulfillCallout","value":{"type":"Callout","props":{"variant":"success","title":"Order marked fulfilled","description":{"$template":"${/lastFulfilledId} is now fulfilled and customer notified."}},"visible":{"$state":"/lastFulfilledId","neq":""},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..c1bf1af38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r1.txt
@@ -0,0 +1,109 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","metricsRow","chartsRow","middleRow","incidentsCard","alertConfigCard","ackToast"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","headerActions"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"Service Health — API Gateway","subtitle":"On-call view • Quarter Q3 2026 • Auto-refresh 30s"},"children":[]}}
+{"op":"add","path":"/elements/headerActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["regionFormControl","headerStatus"]}}
+{"op":"add","path":"/elements/regionFormControl","value":{"type":"FormControl","props":{"label":"Region","input":"regionSelect"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","placeholder":"All regions","value":{"$bindState":"/regionFilter"},"items":["regionItemAll","regionItemUse1","regionItemUsw2","regionItemEuw1","regionItemApe1"]},"children":[]}}
+{"op":"add","path":"/elements/regionItemAll","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/regionItemUse1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1"},"children":[]}}
+{"op":"add","path":"/elements/regionItemUsw2","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"us-west-2"},"children":[]}}
+{"op":"add","path":"/elements/regionItemEuw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"eu-west-1"},"children":[]}}
+{"op":"add","path":"/elements/regionItemApe1","value":{"type":"SelectItem","props":{"value":"ap-northeast-1","label":"ap-northeast-1"},"children":[]}}
+{"op":"add","path":"/elements/headerStatus","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["headerStatusBadge","headerStatusText"]}}
+{"op":"add","path":"/elements/headerStatusBadge","value":{"type":"Badge","props":{"text":"ON-CALL: ACTIVE","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/headerStatusText","value":{"type":"TextContent","props":{"text":"Shift: Alex Rivera • Pager: On","size":"small"},"children":[]}}
+{"op":"add","path":"/state/regionFilter","value":"all"}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["uptimeCard","errorRateCard","incidentsSummaryCard"]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptimeHeader","uptimeValueRow","uptimeProgress","uptimeSubtext"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Q3 2026 • 62 days elapsed"},"children":[]}}
+{"op":"add","path":"/elements/uptimeValueRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"baseline"},"children":["uptimeValue","uptimeTarget"]}}
+{"op":"add","path":"/elements/uptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/uptimeQuarter}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeTarget","value":{"type":"Badge","props":{"text":"SLO 99.9%","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":99.92,"label":"Quarterly budget remaining: 38 min"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSubtext","value":{"type":"TextContent","props":{"text":"Downtime: 1h 12m (2 incidents) • Best quarter this year","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/errorRateCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["errorRateHeader","errorRateValueRow","errorRateCallout","errorRateSubtext"]}}
+{"op":"add","path":"/elements/errorRateHeader","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"Live • 1-min window"},"children":[]}}
+{"op":"add","path":"/elements/errorRateValueRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["errorRateValue","errorRateTrend"]}}
+{"op":"add","path":"/elements/errorRateValue","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/errorRateTrend","value":{"type":"Tag","props":{"text":"↓ -0.12% vs 15m ago","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/errorRateCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Threshold watch","description":{"$template":"Current ${/errorRate}% is below alert threshold ${/alertThreshold}%. Auto-page if exceeded."}},"children":[]}}
+{"op":"add","path":"/elements/errorRateSubtext","value":{"type":"TextContent","props":{"text":"5xx: 0.31% • 4xx: 0.16% • Requests: 12.4k/min","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/incidentsSummaryBreakdown","value":{"type":"TagBlock","props":{"tags":["P1: Checkout outage","P1: Auth latency","P2: Webhook delays","P3: Stale cache"]},"children":[]}}
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+{"op":"add","path":"/state/errorRate","value":0.47}
+{"op":"add","path":"/state/alertThreshold","value":1}
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+{"op":"add","path":"/elements/chartsHeader","value":{"type":"CardHeader","props":{"title":"CPU and memory usage — past 24 hours","subtitle":"Per-minute avg • Filtered: All regions • Hover for details"},"children":[]}}
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+{"op":"add","path":"/elements/slowestHeader","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency • past 1 hour • sorted descending"},"children":[]}}
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+{"op":"add","path":"/elements/slowestTable","value":{"type":"Table","props":{"columns":["colEndpoint","colMethod","colLatency","colReq"]},"children":[]}}
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+{"op":"add","path":"/elements/thresholdMiniDesc","value":{"type":"TextContent","props":{"text":"Threshold controls paging. Lower = more sensitive. Current threshold applies to error rate (5xx).","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"Open incidents by severity","subtitle":"Acknowledge to claim ownership • Region filter applies"},"children":[]}}
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+{"op":"add","path":"/elements/incidentId","value":{"type":"TextContent","props":{"text":{"$template":"${id} • ${region}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/incidentAge","value":{"type":"TextContent","props":{"text":{"$template":"opened ${age}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentAssignee","value":{"type":"TextContent","props":{"text":{"$template":"• ${assignee}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/incidentAckButton","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged","eq":true},"$then":"Acknowledged ✓","$else":"Acknowledge"},"variant":{"$cond":{"$item":"acknowledged","eq":true},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastAcknowledgedId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/incidentAckedBadge","value":{"type":"Badge","props":{"text":"Claimed"},"children":[],"visible":{"$item":"acknowledged","eq":true}}}
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+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2847","severity":"P1","title":"Checkout 5xx spike — checkout-service","region":"us-east-1","age":"3h 42m","assignee":"unassigned","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2849","severity":"P1","title":"Auth login latency >1s — auth-service","region":"us-east-1","age":"1h 15m","assignee":"unassigned","acknowledged":false}}
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+{"op":"add","path":"/state/lastAcknowledgedId","value":""}
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+{"op":"add","path":"/elements/alertHeader","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Set error-rate threshold that triggers a page"},"children":[]}}
+{"op":"add","path":"/elements/alertControlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["alertSliderControl","alertValueCard","alertSaveButton"]}}
+{"op":"add","path":"/elements/alertSliderControl","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["alertSliderLabel","alertSlider"]}}
+{"op":"add","path":"/elements/alertSliderLabel","value":{"type":"TextContent","props":{"text":"Error rate threshold (%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/alertSlider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0.1,"max":5,"step":0.1,"value":{"$bindState":"/alertThreshold"},"label":"Threshold"},"children":[]}}
+{"op":"add","path":"/elements/alertValueCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["alertValue","alertValueSub"]}}
+{"op":"add","path":"/elements/alertValue","value":{"type":"TextContent","props":{"text":{"$template":"${/alertThreshold}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/alertValueSub","value":{"type":"TextContent","props":{"text":"Current setting","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alertSaveButton","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/alertHint","value":{"type":"TextContent","props":{"text":{"$template":"When error rate exceeds ${/alertThreshold}% for 2 consecutive minutes, on-call is paged. Current error rate is ${/errorRate}%."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
+{"op":"add","path":"/elements/ackToast","value":{"type":"Callout","props":{"variant":"success","title":"Incident acknowledged","description":{"$template":"${/lastAcknowledgedId} claimed by you. Ownership transferred — team notified."}},"children":[],"visible":{"$state":"/lastAcknowledgedId","neq":""}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..d69effeb0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r2.txt
@@ -0,0 +1,85 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controlsCard","kpiRow","chartsCard","incidentsCard","endpointsCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle","headerMeta"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Service Health — On-Call Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"payments-api • production • last refresh just now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerMeta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["metaLive","metaService","metaTime"]}}
+{"op":"add","path":"/elements/metaLive","value":{"type":"Badge","props":{"text":"● LIVE","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/metaService","value":{"type":"Tag","props":{"text":"SLO 99.9%","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metaTime","value":{"type":"TextContent","props":{"text":"Quarter: Q3 2026 (Jul 1 — Sep 30)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controlsCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"end","wrap":true},"children":["regionControl","thresholdControl"]}}
+{"op":"add","path":"/elements/regionControl","value":{"type":"FormControl","props":{"label":"Region filter","input":"regionSelect","hint":"Narrow all panels to one region"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","items":["regionItemAll","regionItemUse1","regionItemEuw1","regionItemAps1"],"placeholder":"All regions","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/regionItemAll","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions (global)"},"children":[]}}
+{"op":"add","path":"/elements/regionItemUse1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1 — N. Virginia"},"children":[]}}
+{"op":"add","path":"/elements/regionItemEuw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"eu-west-1 — Ireland"},"children":[]}}
+{"op":"add","path":"/elements/regionItemAps1","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"ap-southeast-1 — Singapore"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/thresholdControl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["thresholdLabel","thresholdSlider","thresholdDisplay","thresholdHint"]}}
+{"op":"add","path":"/elements/thresholdLabel","value":{"type":"TextContent","props":{"text":"Alert threshold — error rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdSlider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0,"max":5,"step":0.1,"label":"Threshold %","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/elements/thresholdDisplay","value":{"type":"TextContent","props":{"text":{"$template":"Trigger alert when error rate > ${/alertThreshold}% • Current: ${/errorRateNow}%"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdHint","value":{"type":"TextContent","props":{"text":"Applies to the selected region. Saved automatically.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":[1.0]}
+{"op":"add","path":"/state/errorRateNow","value":0.38}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["uptimeCard","errorCard","statusCard"]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptimeHeader","uptimeValue","uptimeProgress","uptimeSub"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Q3 2026 • SLO 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/uptimeQuarter}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":99.94,"label":"99.94% of 99.9% SLO"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSub","value":{"type":"TextContent","props":{"text":"42 min downtime • 12 min error budget remaining","size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptimeQuarter","value":99.94}
+{"op":"add","path":"/elements/errorCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["errorHeader","errorValue","errorBadge","errorSub"]}}
+{"op":"add","path":"/elements/errorHeader","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"Last 5 minutes • payments-api"},"children":[]}}
+{"op":"add","path":"/elements/errorValue","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRateNow}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/errorBadge","value":{"type":"Badge","props":{"text":"▲ +0.12% vs 1h avg","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/errorSub","value":{"type":"TextContent","props":{"text":"187 errors / 49.2k requests • threshold 1.0%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statusCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["statusHeader","statusValue","statusTags","statusNote"]}}
+{"op":"add","path":"/elements/statusHeader","value":{"type":"CardHeader","props":{"title":"Operational status","subtitle":"Filtered by region"},"children":[]}}
+{"op":"add","path":"/elements/statusValue","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${/selectedRegion} • 4 open incidents"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/statusTags","value":{"type":"TagBlock","props":{"tags":["us-east-1: degraded","eu-west-1: degraded","ap-southeast-1: operational"]},"children":[]}}
+{"op":"add","path":"/elements/statusNote","value":{"type":"TextContent","props":{"text":"Change region above to narrow incidents & endpoints.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/chartsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartsHeader","cpuMemChart","chartLegend"]}}
+{"op":"add","path":"/elements/chartsHeader","value":{"type":"CardHeader","props":{"title":"CPU and memory — past 24 hours","subtitle":"Avg per 5 min • per region filter"},"children":[]}}
+{"op":"add","path":"/elements/cpuMemChart","value":{"type":"LineChart","props":{"labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["cpuSeries","memSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Utilization %"},"children":[]}}
+{"op":"add","path":"/elements/cpuSeries","value":{"type":"Series","props":{"category":"CPU %","values":[42,38,35,31,44,58,62,67,71,68,55,48]},"children":[]}}
+{"op":"add","path":"/elements/memSeries","value":{"type":"Series","props":{"category":"Memory %","values":[68,66,65,64,66,70,73,76,78,77,74,71]},"children":[]}}
+{"op":"add","path":"/elements/chartLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},"children":["legendCpu","legendMem","legendNote"]}}
+{"op":"add","path":"/elements/legendCpu","value":{"type":"Tag","props":{"text":"CPU — peak 71% at 16:00","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendMem","value":{"type":"Tag","props":{"text":"Memory — peak 78% at 16:00","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legendNote","value":{"type":"TextContent","props":{"text":"Spike correlates with incident INC-2849","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"4 active • sorted by severity"},"children":[]}}
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+{"op":"add","path":"/elements/incidentTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentTitle","incidentSeverity"]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${title}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentSeverity","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/incidentMeta","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${region} • Opened ${opened} • ${description}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentAssignee","incidentAckBtn"]}}
+{"op":"add","path":"/elements/incidentAssignee","value":{"type":"TextContent","props":{"text":{"$template":"Assignee: ${assignee}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentAckBtn","value":{"type":"Button","props":{"label":"Acknowledge","variant":"primary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2847","title":"Database replication lag","severity":"critical","region":"us-east-1","opened":"14m ago","description":"Replica lag 8.2s, writes queuing","assignee":"you"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2849","title":"Elevated 5xx on api-gateway","severity":"high","region":"eu-west-1","opened":"38m ago","description":"5xx rate 2.1% on /api/v1/search","assignee":"SRE team"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-2851","title":"Cache eviction storm","severity":"medium","region":"us-east-1","opened":"1h 12m ago","description":"Redis hit ratio dropped to 71%","assignee":"unassigned"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"INC-2852","title":"Worker queue backlog","severity":"low","region":"ap-southeast-1","opened":"2h 04m ago","description":"Queue depth 14k, processing delayed","assignee":"platform"}}
+{"op":"add","path":"/elements/endpointsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpointsHeader","endpointsList","endpointsChart","endpointsNote"]}}
+{"op":"add","path":"/elements/endpointsHeader","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency • past 15 min • filtered by region"},"children":[]}}
+{"op":"add","path":"/elements/endpointsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpointRow"]}}
+{"op":"add","path":"/elements/endpointRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["endpointInfo","endpointLatency"]}}
+{"op":"add","path":"/elements/endpointInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["endpointPath","endpointMeta"]}}
+{"op":"add","path":"/elements/endpointPath","value":{"type":"TextContent","props":{"text":{"$template":"${method} ${path}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/endpointMeta","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${region} • ${requests} req/min"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/endpointLatency","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["latencyValue","latencyBar"]}}
+{"op":"add","path":"/elements/latencyValue","value":{"type":"TextContent","props":{"text":{"$template":"${latency} ms"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/latencyBar","value":{"type":"Progress","props":{"value":{"$item":"latencyPct"},"label":"p95"},"children":[]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
+{"op":"add","path":"/state/slowEndpoints/0","value":{"id":"ep1","method":"GET","path":"/api/v1/search","latency":1240,"latencyPct":82,"region":"eu-west-1","requests":3420}}
+{"op":"add","path":"/state/slowEndpoints/1","value":{"id":"ep2","method":"POST","path":"/api/v1/checkout","latency":980,"latencyPct":65,"region":"us-east-1","requests":1890}}
+{"op":"add","path":"/state/slowEndpoints/2","value":{"id":"ep3","method":"GET","path":"/api/v1/recommendations","latency":870,"latencyPct":58,"region":"us-east-1","requests":2650}}
+{"op":"add","path":"/state/slowEndpoints/3","value":{"id":"ep4","method":"PUT","path":"/api/v1/inventory","latency":760,"latencyPct":50,"region":"ap-southeast-1","requests":980}}
+{"op":"add","path":"/state/slowEndpoints/4","value":{"id":"ep5","method":"GET","path":"/api/v1/user/profile","latency":640,"latencyPct":42,"region":"eu-west-1","requests":4120}}
+{"op":"add","path":"/elements/endpointsChart","value":{"type":"HorizontalBarChart","props":{"labels":["/api/v1/search","/api/v1/checkout","/api/v1/recommendations","/api/v1/inventory","/api/v1/user/profile"],"series":["latencySeries"],"xLabel":"p95 latency (ms)","yLabel":"Endpoint"},"children":[]}}
+{"op":"add","path":"/elements/latencySeries","value":{"type":"Series","props":{"category":"p95 ms","values":[1240,980,870,760,640]},"children":[]}}
+{"op":"add","path":"/elements/endpointsNote","value":{"type":"Callout","props":{"variant":"info","title":"Tip","description":"Slowest endpoints update every 30s. Use region filter above to isolate latency by region."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..59c128046
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r3.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","regionRow","kpiRow","chartsCard","incidentsCard","endpointsCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["header","headerSubRow"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — On-Call","subtitle":"api-prod • Primary on-call: you • Live view"},"children":[]}}
+{"op":"add","path":"/elements/headerSubRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["liveBadge","quarterTag"]}}
+{"op":"add","path":"/elements/liveBadge","value":{"type":"Badge","props":{"text":"● LIVE — auto-refresh 30s","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/quarterTag","value":{"type":"Tag","props":{"text":"Q3 2026 • us-east-1 primary","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/regionRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["regionLabel","regionSelect"]}}
+{"op":"add","path":"/elements/regionLabel","value":{"type":"TextContent","props":{"text":"**Region filter** — narrow all metrics & incidents to one region","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","items":["selAll","selUse1","selEu1","selAp1"],"placeholder":"Select region","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/selAll","value":{"type":"SelectItem","props":{"value":"all","label":"All regions (global)"},"children":[]}}
+{"op":"add","path":"/elements/selUse1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1"},"children":[]}}
+{"op":"add","path":"/elements/selEu1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"eu-west-1"},"children":[]}}
+{"op":"add","path":"/elements/selAp1","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"ap-southeast-1"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["uptimeCard","errorCard","thresholdCard"]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptimeHeader","uptimeValue","uptimeProgress","uptimeSubtext"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Q3 2026 • SLO 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/uptimeQuarter}% uptime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/uptimeQuarter"},"label":"Quarterly uptime"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSubtext","value":{"type":"TextContent","props":{"text":"99.95% = ~65 min downtime budget left • 2 incidents this quarter","size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptimeQuarter","value":99.94}
+{"op":"add","path":"/elements/errorCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["errorHeader","errorValue","errorBadge","errorSubtext"]}}
+{"op":"add","path":"/elements/errorHeader","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"5 min rolling • api-prod"},"children":[]}}
+{"op":"add","path":"/elements/errorValue","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRate}% errors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/errorBadge","value":{"type":"Badge","props":{"text":{"$template":"${/errorRate}% • ${/errorStatus}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/errorSubtext","value":{"type":"TextContent","props":{"text":"412 errors / 98.2k requests • p95 latency 342ms","size":"small"},"children":[]}}
+{"op":"add","path":"/state/errorRate","value":0.42}
+{"op":"add","path":"/state/errorStatus","value":"ELEVATED"}
+{"op":"add","path":"/elements/thresholdCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["thresholdHeader","thresholdSlider","thresholdValueText","thresholdSaveBtn","thresholdHint"]}}
+{"op":"add","path":"/elements/thresholdHeader","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Trigger page when error rate exceeds"},"children":[]}}
+{"op":"add","path":"/elements/thresholdSlider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0,"max":5,"step":0.25,"label":"Error % threshold","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/elements/thresholdValueText","value":{"type":"TextContent","props":{"text":{"$template":"Current threshold: ${/alertThreshold}%  •  Will page on-call"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdSaveBtn","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/thresholdHint","value":{"type":"Callout","props":{"variant":"success","title":"Threshold saved","description":"Alert will fire at 1.25% error rate in selected region."},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":1.25}
+{"op":"add","path":"/state/thresholdSaved","value":false}
+{"op":"add","path":"/elements/chartsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartsHeader","cpuMemoryChart"]}}
+{"op":"add","path":"/elements/chartsHeader","value":{"type":"CardHeader","props":{"title":"CPU and memory — past 24 hours","subtitle":"Per-region filtered • 2h buckets • api-prod cluster"},"children":[]}}
+{"op":"add","path":"/elements/cpuMemoryChart","value":{"type":"LineChart","props":{"labels":{"$state":"/chartLabels"},"series":["cpuSeries","memSeries"],"xLabel":"Time (UTC)","yLabel":"Utilization %","variant":"natural"},"children":[]}}
+{"op":"add","path":"/elements/cpuSeries","value":{"type":"Series","props":{"category":"CPU %","values":{"$state":"/cpuValues"}},"children":[]}}
+{"op":"add","path":"/elements/memSeries","value":{"type":"Series","props":{"category":"Memory %","values":{"$state":"/memValues"}},"children":[]}}
+{"op":"add","path":"/state/chartLabels","value":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"]}
+{"op":"add","path":"/state/cpuValues","value":[42,38,35,31,44,62,71,68,65,58,52,48]}
+{"op":"add","path":"/state/memValues","value":[68,66,65,64,67,72,78,80,79,76,73,70]}
+{"op":"add","path":"/elements/incidentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidentsHeader","incidentsList"]}}
+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"4 open • sorted by severity • acknowledge to claim"},"children":[]}}
+{"op":"add","path":"/elements/incidentsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incidentItem"]}}
+{"op":"add","path":"/elements/incidentItem","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["incidentTopRow","incidentTitle","incidentMetaRow"]}}
+{"op":"add","path":"/elements/incidentTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentSeverityTag","incidentAckBtn","incidentAckedBadge"]}}
+{"op":"add","path":"/elements/incidentSeverityTag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentRegionTag","incidentTime"]}}
+{"op":"add","path":"/elements/incidentRegionTag","value":{"type":"Tag","props":{"text":{"$template":"${region} • ${service}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentTime","value":{"type":"TextContent","props":{"text":{"$template":"opened ${openedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentAckBtn","value":{"type":"Button","props":{"label":"Acknowledge","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/incidentAckedBadge","value":{"type":"Badge","props":{"text":"✓ Acknowledged — you own it","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-101","title":"Elevated 5xx on POST /v1/checkout","severity":"P1 — Critical","region":"us-east-1","service":"checkout-api","openedAt":"12m ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-102","title":"Latency spike on GET /v1/search","severity":"P2 — High","region":"eu-west-1","service":"search-api","openedAt":"38m ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-103","title":"Memory pressure — worker queue lag","severity":"P2 — High","region":"us-east-1","service":"worker","openedAt":"1h 14m ago","acknowledged":true}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"inc-104","title":"Intermittent auth 401s after deploy","severity":"P3 — Medium","region":"ap-southeast-1","service":"auth","openedAt":"2h 05m ago","acknowledged":false}}
+{"op":"add","path":"/elements/endpointsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpointsHeader","endpointsChart","endpointsList"]}}
+{"op":"add","path":"/elements/endpointsHeader","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency • past 15 min • filtered by region"},"children":[]}}
+{"op":"add","path":"/elements/endpointsChart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/endpointLabels"},"series":["latencySeries"],"xLabel":"p95 latency (ms)","yLabel":"Endpoint"},"children":[]}}
+{"op":"add","path":"/elements/latencySeries","value":{"type":"Series","props":{"category":"p95 ms","values":{"$state":"/latencyValues"}},"children":[]}}
+{"op":"add","path":"/state/endpointLabels","value":["POST /v1/checkout","GET /v1/search","GET /v1/reports/export","POST /v1/webhooks/deliver","GET /v1/users/:id"]}}
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+{"op":"add","path":"/elements/endpointsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/endpoints","key":"id"},"children":["endpointRow"]}}
+{"op":"add","path":"/elements/endpointRow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["endpointTop","endpointBar"]}}
+{"op":"add","path":"/elements/endpointTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["endpointName","endpointLatency"]}}
+{"op":"add","path":"/elements/endpointName","value":{"type":"TextContent","props":{"text":{"$template":"${method} ${path}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/endpointLatency","value":{"type":"Badge","props":{"text":{"$template":"${latency} ms p95"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/endpointBar","value":{"type":"Progress","props":{"value":{"$item":"latencyPercent"},"label":"latency vs SLO"},"children":[]}}
+{"op":"add","path":"/state/endpoints","value":[]}
+{"op":"add","path":"/state/endpoints/0","value":{"id":"ep1","method":"POST","path":"/v1/checkout","latency":1840,"latencyPercent":92}}
+{"op":"add","path":"/state/endpoints/1","value":{"id":"ep2","method":"GET","path":"/v1/search","latency":1245,"latencyPercent":62}}
+{"op":"add","path":"/state/endpoints/2","value":{"id":"ep3","method":"GET","path":"/v1/reports/export","latency":980,"latencyPercent":49}}
+{"op":"add","path":"/state/endpoints/3","value":{"id":"ep4","method":"POST","path":"/v1/webhooks/deliver","latency":760,"latencyPercent":38}}
+{"op":"add","path":"/state/endpoints/4","value":{"id":"ep5","method":"GET","path":"/v1/users/:id","latency":620,"latencyPercent":31}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..2765f8a1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b3-server__r4.txt
@@ -0,0 +1,92 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","regionFilterCard","statsRow","chartsCard","mainContentRow","alertCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — On-Call View","subtitle":"payment-api • production • last refreshed just now • quarter Q3 FY26"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["regionLabelBlock","regionSelect"]}}
+{"op":"add","path":"/elements/regionLabelBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["regionLabel","regionHint"]}}
+{"op":"add","path":"/elements/regionLabel","value":{"type":"TextContent","props":{"text":"Region filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/regionHint","value":{"type":"TextContent","props":{"text":"Narrow all panels to a single region. Affects incidents, endpoints and error rate.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/selectedRegion"},"items":["regionItemAll","regionItemUse1","regionItemUse2","regionItemEu","regionItemAp"]},"children":[]}}
+{"op":"add","path":"/elements/regionItemAll","value":{"type":"SelectItem","props":{"value":"all","label":"All regions (global)"},"children":[]}}
+{"op":"add","path":"/elements/regionItemUse1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"us-east-1 (Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/regionItemUse2","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"us-west-2 (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/regionItemEu","value":{"type":"SelectItem","props":{"value":"eu-central-1","label":"eu-central-1 (Frankfurt)"},"children":[]}}
+{"op":"add","path":"/elements/regionItemAp","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"ap-southeast-1 (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/statsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["uptimeCard","errorRateCard","incidentsSummaryCard"]}}
+{"op":"add","path":"/elements/uptimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptimeHeader","uptimeValue","uptimeProgress","uptimeSub"]}}
+{"op":"add","path":"/elements/uptimeHeader","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Q3 • 2026-04-01 → today"},"children":[]}}
+{"op":"add","path":"/elements/uptimeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/uptimeQtr}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptimeProgress","value":{"type":"Progress","props":{"value":{"$state":"/uptimeQtr"},"label":"SLO 99.9% • 43m downtime budget remaining"},"children":[]}}
+{"op":"add","path":"/elements/uptimeSub","value":{"type":"TextContent","props":{"text":"99.95% last quarter • 2 incidents counted • Excludes planned maintenance window 2026-05-11","size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptimeQtr","value":99.87}
+{"op":"add","path":"/elements/errorRateCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["errorRateHeader","errorRateValueRow","errorRateSub","errorRateCallout"]}}
+{"op":"add","path":"/elements/errorRateHeader","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"5-min rolling • payment-api"},"children":[]}}
+{"op":"add","path":"/elements/errorRateValueRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["errorRateValue","errorBadge"]}}
+{"op":"add","path":"/elements/errorRateValue","value":{"type":"TextContent","props":{"text":{"$template":"${/errorRate}% • ${/errorCount} errors / min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/errorBadge","value":{"type":"Badge","props":{"text":"elevated","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/errorRateSub","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${/selectedRegion} • Threshold: ${/alertThreshold}% • Breach if > threshold for 5m"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/errorRateCallout","value":{"type":"Callout","props":{"variant":"warning","title":"Above warning threshold","description":"Error rate 1.42% exceeds warning 1.0% but below critical 2.5%. Auto-page if sustained."},"children":[]}}
+{"op":"add","path":"/state/errorRate","value":1.42}
+{"op":"add","path":"/state/errorCount","value":87}
+{"op":"add","path":"/state/alertThreshold","value":2.5}
+{"op":"add","path":"/elements/incidentsSummaryCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidentsSummaryHeader","incidentsSummaryValue","incidentsSummarySub","incidentsSummaryTags"]}}
+{"op":"add","path":"/elements/incidentsSummaryHeader","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Requires acknowledgement"},"children":[]}}
+{"op":"add","path":"/elements/incidentsSummaryValue","value":{"type":"TextContent","props":{"text":{"$template":"${/openIncidentCount} open • ${/criticalCount} critical"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentsSummarySub","value":{"type":"TextContent","props":{"text":"Oldest open 2h 14m • Newest 18m ago • Filter by region above","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentsSummaryTags","value":{"type":"TagBlock","props":{"tags":["P1 critical: 1","P2 high: 2","P3 medium: 1"]},"children":[]}}
+{"op":"add","path":"/state/openIncidentCount","value":4}
+{"op":"add","path":"/state/criticalCount","value":1}
+{"op":"add","path":"/elements/chartsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["chartsHeader","cpuMemChart","chartLegend"]}}
+{"op":"add","path":"/elements/chartsHeader","value":{"type":"CardHeader","props":{"title":"CPU and memory usage — past 24 hours","subtitle":"1-hour buckets • payment-api • per-region average"},"children":[]}}
+{"op":"add","path":"/elements/cpuMemChart","value":{"type":"LineChart","props":{"labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["cpuSeries","memSeries"],"variant":"natural","xLabel":"Time (UTC)","yLabel":"Utilization %"},"children":[]}}
+{"op":"add","path":"/elements/cpuSeries","value":{"type":"Series","props":{"category":"CPU %","values":[42,38,35,41,58,72,68,74,71,65,54,48]},"children":[]}}
+{"op":"add","path":"/elements/memSeries","value":{"type":"Series","props":{"category":"Memory %","values":[61,60,59,62,64,66,68,69,70,68,66,63]},"children":[]}}
+{"op":"add","path":"/elements/chartLegend","value":{"type":"TextContent","props":{"text":"Peak CPU 74% at 14:00 UTC (deploy) • Memory stable 59–70% • Current: CPU 48% • Memory 63%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mainContentRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["incidentsCard","endpointsCard"]}}
+{"op":"add","path":"/elements/incidentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidentsHeader","incidentsListContainer"]}}
+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"Open incidents with severity","subtitle":"Acknowledge to claim ownership — removes from open queue"},"children":[]}}
+{"op":"add","path":"/elements/incidentsListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incidentItemCard"]}}
+{"op":"add","path":"/elements/incidentItemCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["incidentTopRow","incidentTitle","incidentMetaRow","incidentAckButton"]}}
+{"op":"add","path":"/elements/incidentTopRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentSeverityTag","incidentRegionTag"]}}
+{"op":"add","path":"/elements/incidentSeverityTag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"P1 — Critical"},"$then":"danger","$else":{"$cond":{"$item":"severity","eq":"P2 — High"},"$then":"warning","$else":"info"}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentRegionTag","value":{"type":"Tag","props":{"text":{"$item":"region"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incidentTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incidentMetaRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["incidentTime","incidentId"]}}
+{"op":"add","path":"/elements/incidentTime","value":{"type":"TextContent","props":{"text":{"$item":"opened"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentId","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incidentAckButton","value":{"type":"Button","props":{"label":"Acknowledge incident","variant":"primary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2847","title":"Elevated 5xx on POST /v1/charges","severity":"P1 — Critical","region":"us-east-1","opened":"Opened 18m ago • 1,240 events"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2845","title":"Latency spike on GET /v1/customers/search","severity":"P2 — High","region":"us-west-2","opened":"Opened 1h 08m ago • p95 1.8s"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-2843","title":"DB connection pool exhaustion — replica lag","severity":"P2 — High","region":"eu-central-1","opened":"Opened 2h 14m ago • replica lag 42s"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"INC-2841","title":"Webhook delivery retries climbing","severity":"P3 — Medium","region":"ap-southeast-1","opened":"Opened 45m ago • retry queue 3.2k"}}
+{"op":"add","path":"/elements/endpointsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpointsHeader","endpointsTable","endpointsChart","endpointsFooter"]}}
+{"op":"add","path":"/elements/endpointsHeader","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency • past 1 hour • sorted slowest first"},"children":[]}}
+{"op":"add","path":"/elements/endpointsTable","value":{"type":"Table","props":{"columns":["colEndpoint","colLatency","colP95","colRegion"]},"children":[]}}
+{"op":"add","path":"/elements/colEndpoint","value":{"type":"Col","props":{"label":"Endpoint","data":["GET /v1/customers/search","POST /v1/charges","GET /v1/invoices/:id","POST /v1/refunds","GET /v1/balance"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colLatency","value":{"type":"Col","props":{"label":"Avg latency","data":["1,842 ms","1,210 ms","987 ms","765 ms","642 ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colP95","value":{"type":"Col","props":{"label":"p95","data":["2,410 ms","1,680 ms","1,320 ms","1,050 ms","890 ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRegion","value":{"type":"Col","props":{"label":"Region","data":["us-west-2","us-east-1","eu-central-1","us-east-1","ap-southeast-1"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/endpointsChart","value":{"type":"HorizontalBarChart","props":{"labels":["GET /v1/customers/search","POST /v1/charges","GET /v1/invoices/:id","POST /v1/refunds","GET /v1/balance"],"series":["latencySeries"],"variant":"grouped","xLabel":"Latency (ms)","yLabel":"Endpoint"},"children":[]}}
+{"op":"add","path":"/elements/latencySeries","value":{"type":"Series","props":{"category":"Avg latency (ms)","values":[1842,1210,987,765,642]},"children":[]}}
+{"op":"add","path":"/elements/endpointsFooter","value":{"type":"TextContent","props":{"text":"Filtered by region selector above. Showing global view when “All regions” selected.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/endpoints","value":[]}
+{"op":"add","path":"/state/endpoints/0","value":{"endpoint":"GET /v1/customers/search","latency":1842,"p95":2410,"region":"us-west-2"}}
+{"op":"add","path":"/state/endpoints/1","value":{"endpoint":"POST /v1/charges","latency":1210,"p95":1680,"region":"us-east-1"}}
+{"op":"add","path":"/state/endpoints/2","value":{"endpoint":"GET /v1/invoices/:id","latency":987,"p95":1320,"region":"eu-central-1"}}
+{"op":"add","path":"/state/endpoints/3","value":{"endpoint":"POST /v1/refunds","latency":765,"p95":1050,"region":"us-east-1"}}
+{"op":"add","path":"/state/endpoints/4","value":{"endpoint":"GET /v1/balance","latency":642,"p95":890,"region":"ap-southeast-1"}}
+{"op":"add","path":"/elements/alertCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alertHeader","alertControlsRow","alertSaveRow"]}}
+{"op":"add","path":"/elements/alertHeader","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Page on-call when error rate exceeds threshold for 5 minutes"},"children":[]}}
+{"op":"add","path":"/elements/alertControlsRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["thresholdControl","thresholdValueCard"]}}
+{"op":"add","path":"/elements/thresholdControl","value":{"type":"FormControl","props":{"label":"Error rate threshold (%)","input":"thresholdSlider","hint":"Drag to set. Current error rate 1.42% shown for reference."},"children":[]}}
+{"op":"add","path":"/elements/thresholdSlider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0.5,"max":5,"step":0.5,"value":{"$bindState":"/alertThreshold"},"label":"Threshold"},"children":[]}}
+{"op":"add","path":"/elements/thresholdValueCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["thresholdValueText","thresholdStatus"]}}
+{"op":"add","path":"/elements/thresholdValueText","value":{"type":"TextContent","props":{"text":{"$template":"${/alertThreshold}% threshold"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/thresholdStatus","value":{"type":"TextContent","props":{"text":{"$template":"Will page if > ${/alertThreshold}% for 5m • Currently ${/errorRate}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alertSaveRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["alertSaveButton","alertHint"]}}
+{"op":"add","path":"/elements/alertSaveButton","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/alertHint","value":{"type":"TextContent","props":{"text":"Applies to selected region only. Audit logged.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
+{"op":"add","path":"/elements/thresholdSavedCallout","value":{"type":"Callout","props":{"variant":"success","title":"Threshold updated","description":"New error rate threshold saved. Paging policy will use the new value on next evaluation."},"visible":{"$state":"/thresholdSaved","eq":true},"children":[]}}
+{"op":"add","path":"/elements/alertCardWithCallout","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["thresholdSavedCallout"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..15aa315e6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,128 @@
+{"op":"add","path":"/root","value":"hubDesk"}
+{"op":"add","path":"/elements/hubDesk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","metricsRow","mainGrid","rebookCard","bottomNote"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitleBlock","hubSelectorWrap"]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["hubHeading","hubSubheading"]}}
+{"op":"add","path":"/elements/hubHeading","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hubSubheading","value":{"type":"TextContent","props":{"text":"Real-time overview — Tuesday, Aug 18 • 14:35 UTC • All times local","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hubSelectorWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["hubFormControl","hubHint"]}}
+{"op":"add","path":"/elements/hubFormControl","value":{"type":"FormControl","props":{"label":"Active Hub","input":"hubSelect","hint":"Switch hub to reload flight board"},"children":[]}}
+{"op":"add","path":"/elements/hubSelect","value":{"type":"Select","props":{"name":"hub","items":["hubOption-ATL","hubOption-DFW","hubOption-ORD","hubOption-DEN"],"placeholder":"Select hub","value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/elements/hubOption-ATL","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta (Hartsfield-Jackson)"},"children":[]}}
+{"op":"add","path":"/elements/hubOption-DFW","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hubOption-ORD","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hubOption-DEN","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver International"},"children":[]}}
+{"op":"add","path":"/elements/hubHint","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedHub} • 127 flights scheduled today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metricOTP","metricCancel","metricLoad","metricTurn"]}}
+{"op":"add","path":"/elements/metricOTP","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricOTPHeader","metricOTPValue","metricOTPProgress","metricOTPSub"]}}
+{"op":"add","path":"/elements/metricOTPHeader","value":{"type":"CardHeader","props":{"title":"On-Time Performance","subtitle":"Today (1)"},"children":[]}}
+{"op":"add","path":"/elements/metricOTPValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimePct}% — ${/metrics/onTimeLabel}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricOTPProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePct"},"label":"On-time departures & arrivals"},"children":[]}}
+{"op":"add","path":"/elements/metricOTPSub","value":{"type":"TextContent","props":{"text":"Target 82% • 94 of 127 flights on-time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricCancel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricCancelHeader","metricCancelValue","metricCancelSub"]}}
+{"op":"add","path":"/elements/metricCancelHeader","value":{"type":"CardHeader","props":{"title":"Cancellations","subtitle":"Today (11)"},"children":[]}}
+{"op":"add","path":"/elements/metricCancelValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancellations} flights"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricCancelSub","value":{"type":"TextContent","props":{"text":"2 weather • 1 crew • 1 mechanical • ATL-DCA, ATL-JFK affected","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricLoad","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricLoadHeader","metricLoadValue","metricLoadProgress","metricLoadSub"]}}
+{"op":"add","path":"/elements/metricLoadHeader","value":{"type":"CardHeader","props":{"title":"Avg Passenger Load","subtitle":"Today (7)"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgLoad}% full"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/avgLoad"},"label":"Seats occupied"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadSub","value":{"type":"TextContent","props":{"text":"~16,840 pax on 127 flights • Peak: ATL-MCO 96%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricTurn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metricTurnHeader","metricTurnValue","metricTurnSub"]}}
+{"op":"add","path":"/elements/metricTurnHeader","value":{"type":"CardHeader","props":{"title":"Avg Turnaround","subtitle":"Today (12)"},"children":[]}}
+{"op":"add","path":"/elements/metricTurnValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricTurnSub","value":{"type":"TextContent","props":{"text":"Target 45 min • Best: A19 (31 min) • Slow: C7 (68 min)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePct":74,"onTimeLabel":"On Time","cancellations":4,"avgLoad":84,"avgTurnaround":52}}
+{"op":"add","path":"/elements/mainGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["leftCol","rightCol"]}}
+{"op":"add","path":"/elements/leftCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["flightsSection","delayedSection","gateSection"]}}
+{"op":"add","path":"/elements/rightCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["crewsSection","weatherSection","connectionsSection"]}}
+{"op":"add","path":"/elements/flightsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flightsHeader","flightsTable","flightsFooter"]}}
+{"op":"add","path":"/elements/flightsHeader","value":{"type":"CardHeader","props":{"title":"Flight Board","subtitle":"All flights today — number, route, gate & status (2)"},"children":[]}}
+{"op":"add","path":"/elements/flightsTable","value":{"type":"Table","props":{"columns":["colFlightNum","colRoute","colGate","colSched","colStatus"]},"children":[]}}
+{"op":"add","path":"/elements/colFlightNum","value":{"type":"Col","props":{"label":"Flight","data":["DL 1421","DL 887","DL 2045","AA 3312","DL 1198","DL 563","DL 901","WN 1844"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRoute","value":{"type":"Col","props":{"label":"Route","data":["ATL → LGA","ATL → DFW","ATL → ORD","ATL → MIA","ATL → BOS","ATL → DEN","ATL → JFK*","ATL → PHX"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colGate","value":{"type":"Col","props":{"label":"Gate","data":["A12","B07 → B09","C07","A03","B14","C12","A19","B22"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSched","value":{"type":"Col","props":{"label":"Scheduled","data":["08:15","09:40","10:05","10:50","11:20","12:10","13:05","13:45"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["On Time","Delayed 47m","Delayed 62m","Boarding","On Time","Cancelled","Delayed 28m","On Time"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flightsFooter","value":{"type":"TextContent","props":{"text":"* DL 901 gate changed. Showing 8 of 127 — use hub selector to filter. Delayed = orange, Cancelled = red.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayedSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delayedHeader","delayedCallout","delayedList"]}}
+{"op":"add","path":"/elements/delayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed Flights — Action Required","subtitle":"Called out (3) • 3 active delays"},"children":[]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"3 flights delayed >25 min","description":"DL 887 (47m) and DL 2045 (62m) are holding for inbound aircraft. DL 901 (28m) awaiting crew. Connections at risk."},"children":[]}}
+{"op":"add","path":"/elements/delayedList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayedItemCard"]}}
+{"op":"add","path":"/elements/delayedItemCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["delayedItemTop","delayedItemDetail"]}}
+{"op":"add","path":"/elements/delayedItemTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["delayedItemFlight","delayedItemBadge"]}}
+{"op":"add","path":"/elements/delayedItemFlight","value":{"type":"TextContent","props":{"text":{"$template":"${flight} — ${route}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemBadge","value":{"type":"Badge","props":{"text":{"$template":"${delay} • ${gate}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemDetail","value":{"type":"TextContent","props":{"text":{"$template":"Status: ${status} • Reason: ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"DL 887","route":"ATL → DFW","gate":"B09","delay":"Delayed 47m","status":"Holding","reason":"Late inbound aircraft — ETA 10:18"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"DL 2045","route":"ATL → ORD","gate":"C07","delay":"Delayed 62m","status":"ATC Ground Stop","reason":"Weather in ORD corridor — ETD 11:07"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flight":"DL 901","route":"ATL → JFK","gate":"A19","delay":"Delayed 28m","status":"Awaiting Crew","reason":"Crew inbound on DL 1421 — 15 min"}}
+{"op":"add","path":"/elements/gateSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gateHeader","gateList"]}}
+{"op":"add","path":"/elements/gateHeader","value":{"type":"CardHeader","props":{"title":"Recent Gate Changes","subtitle":"Last 60 minutes (4)"},"children":[]}}
+{"op":"add","path":"/elements/gateList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gateItem"]}}
+{"op":"add","path":"/elements/gateItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["gateItemText","gateItemTime"]}}
+{"op":"add","path":"/elements/gateItemText","value":{"type":"TextContent","props":{"text":{"$template":"${flight} ${route}: ${oldGate} → ${newGate} • ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gateItemTime","value":{"type":"Tag","props":{"text":{"$template":"${time}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"DL 887","route":"ATL-DFW","oldGate":"B07","newGate":"B09","reason":"Aircraft swap to B739","time":"13:52"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"DL 901","route":"ATL-JFK","oldGate":"A12","newGate":"A19","reason":"Inbound delay conflict","time":"13:41"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"WN 1844","route":"ATL-PHX","oldGate":"B22","newGate":"B22","reason":"Reverted — jet bridge fault cleared","time":"12:58"}}
+{"op":"add","path":"/state/gateChanges/3","value":{"id":"g4","flight":"AA 3312","route":"ATL-MIA","oldGate":"A03","newGate":"A03","reason":"Hold — no change, boarding at A03","time":"12:44"}}
+{"op":"add","path":"/elements/crewsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crewsHeader","crewsList"]}}
+{"op":"add","path":"/elements/crewsHeader","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment","subtitle":"Reserve & short-call (5)"},"children":[]}}
+{"op":"add","path":"/elements/crewsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/crews","key":"id"},"children":["crewItem"]}}
+{"op":"add","path":"/elements/crewItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["crewItemInfo","crewItemAction"]}}
+{"op":"add","path":"/elements/crewItemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["crewItemAvatar","crewItemText"]}}
+{"op":"add","path":"/elements/crewItemAvatar","value":{"type":"Avatar","props":{"fallback":{"$template":"${initials}"}},"children":[]}}
+{"op":"add","path":"/elements/crewItemText","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["crewItemName","crewItemRole"]}}
+{"op":"add","path":"/elements/crewItemName","value":{"type":"TextContent","props":{"text":{"$template":"${name} • ${crewId}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/crewItemRole","value":{"type":"TextContent","props":{"text":{"$template":"${role} • ${qual} • Duty: ${duty} • ${base}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crewItemAction","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"c1","initials":"MR","name":"M. Rivera","crewId":"CR-214","role":"Captain","qual":"B737 Rated","duty":"Reserve — 6h left","base":"ATL Base","status":"Available"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"c2","initials":"JL","name":"J. Liu","crewId":"CR-189","role":"First Officer","qual":"A320/B737","duty":"Short-call — 45m","base":"ATL Base","status":"Available"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"c3","initials":"SK","name":"S. Khan","crewId":"CR-302","role":"Purser + 3 FA","qual":"Cabin Crew","duty":"Standby — Gate A","base":"ATL Base","status":"Available"}}
+{"op":"add","path":"/state/crews/3","value":{"id":"c4","initials":"DT","name":"D. Thompson","crewId":"CR-117","role":"Captain","qual":"A321 Rated","duty":"Reserve — 8h left","base":"ATL Base","status":"Available"}}
+{"op":"add","path":"/state/crews/4","value":{"id":"c5","initials":"AP","name":"A. Patel","crewId":"CR-256","role":"First Officer","qual":"B739","duty":"Airport standby","base":"ATL Base","status":"On Break until 14:50"}}
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+{"op":"add","path":"/elements/weatherHeader","value":{"type":"CardHeader","props":{"title":"Weather Advisories at Hub","subtitle":"ATL — Next 6 hours (6)"},"children":[]}}
+{"op":"add","path":"/elements/weatherList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weatherItem"]}}
+{"op":"add","path":"/elements/weatherItem","value":{"type":"Alert","props":{"title":{"$template":"${title}"},"description":{"$template":"${desc} • ${time} • ${impact}"},"variant":{"$template":"${variant}"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","title":"⚡ Thunderstorm Watch","desc":"CB clouds within 20nm ATL, gusts to 35kt","time":"Valid 14:00–17:00","impact":"Ground delay program possible","variant":"warning"}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","title":"Low Ceiling Advisory","desc":"BKN008 — visibility 2SM, light rain","time":"Until 15:30","impact":"De-icing not required, approach delays +10m","variant":"info"}}
+{"op":"add","path":"/state/weather/2","value":{"id":"w3","title":"Crosswind Alert — Runway 26L","desc":"Wind 190° at 18G26kt","time":"Current","impact":"Single runway ops, turnaround +8 min avg","variant":"destructive"}}
+{"op":"add","path":"/elements/connectionsSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connectionsHeader","connectionsCallout","connectionsTable"]}}
+{"op":"add","path":"/elements/connectionsHeader","value":{"type":"CardHeader","props":{"title":"Connections at Risk","subtitle":"Misconnect risk if delay holds (8)"},"children":[]}}
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+{"op":"add","path":"/elements/connectionsTable","value":{"type":"Table","props":{"columns":["colConnPax","colConnInbound","colConnOutbound","colConnGate","colConnRisk"]},"children":[]}}
+{"op":"add","path":"/elements/colConnPax","value":{"type":"Col","props":{"label":"Pax","data":["3 pax","2 pax","1 pax","2 pax"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/colConnGate","value":{"type":"Col","props":{"label":"Conn Gate","data":["C07 (12m walk)","A03 (18m walk)","B14 (9m walk)","C12 (15m walk)"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/rebookPassengerControl","value":{"type":"FormControl","props":{"label":"Passenger(s) / PNR","input":"rebookInputPassenger","hint":"Select or type PNR, e.g. 3 pax from DL887→DL2045"},"children":[]}}
+{"op":"add","path":"/elements/rebookInputPassenger","value":{"type":"Input","props":{"name":"passenger","placeholder":"e.g. PNR ABC123 — 3 pax (DL887 conn)","value":{"$bindState":"/rebook/passenger"}},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightControl","value":{"type":"FormControl","props":{"label":"Affected Flight","input":"rebookInputFlight","hint":"Cancelled or missed connection"},"children":[]}}
+{"op":"add","path":"/elements/rebookInputFlight","value":{"type":"Select","props":{"name":"affectedFlight","items":["rebookFlightOpt1","rebookFlightOpt2","rebookFlightOpt3","rebookFlightOpt4"],"placeholder":"Choose flight","value":{"$bindState":"/rebook/flight"}},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightOpt1","value":{"type":"SelectItem","props":{"value":"DL 2045 ATL-ORD","label":"DL 2045 ATL→ORD (Delayed 62m)"},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightOpt2","value":{"type":"SelectItem","props":{"value":"DL 887 ATL-DFW","label":"DL 887 ATL→DFW (Delayed 47m)"},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightOpt3","value":{"type":"SelectItem","props":{"value":"DL 563 ATL-DEN","label":"DL 563 ATL→DEN (Cancelled)"},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightOpt4","value":{"type":"SelectItem","props":{"value":"AA 3312 ATL-MIA","label":"AA 3312 ATL→MIA (Tight connect)"},"children":[]}}
+{"op":"add","path":"/elements/rebookOptionControl","value":{"type":"FormControl","props":{"label":"Rebook Option","input":"rebookSelectOption","hint":"Next available with seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookSelectOption","value":{"type":"Select","props":{"name":"rebookOption","items":["rebookOption1","rebookOption2","rebookOption3"],"placeholder":"Select alternative","value":{"$bindState":"/rebook/option"}},"children":[]}}
+{"op":"add","path":"/elements/rebookOption1","value":{"type":"SelectItem","props":{"value":"DL 2047 13:45 C07","label":"DL 2047 ATL→ORD 13:45 C07 — 7 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookOption2","value":{"type":"SelectItem","props":{"value":"DL 1199 14:20 B14","label":"DL 1199 ATL→BOS 14:20 B14 — 4 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookOption3","value":{"type":"SelectItem","props":{"value":"AA 3314 15:05 A03","label":"AA 3314 ATL→MIA 15:05 A03 — 12 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookButtons","value":{"type":"Buttons","props":{"buttons":["rebookBtn","rebookHoldBtn"]},"children":[]}}
+{"op":"add","path":"/elements/rebookBtn","value":{"type":"Button","props":{"label":"Confirm Rebook & Notify","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebook/success","value":true}}}},"children":[]}}
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+{"op":"add","path":"/state/rebook","value":{"passenger":"","flight":"","option":"","success":false,"hold":false}}
+{"op":"add","path":"/elements/bottomNote","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["bottomLeft","bottomRight"]}}
+{"op":"add","path":"/elements/bottomLeft","value":{"type":"TextContent","props":{"text":"Data refreshes every 60s • Last sync 14:34:12 • Source: AODB + CrewTrac + WSI","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bottomRight","value":{"type":"TagBlock","props":{"tags":["ATL HUB","127 FLIGHTS","4 CXL","3 DELAYED","8 AT RISK"]},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..8a3533775
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,142 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitleWrap","hubSelectorControl"]}}
+{"op":"add","path":"/elements/headerTitleWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["hubHeading","hubSub"]}}
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+{"op":"add","path":"/elements/hubSelectorControl","value":{"type":"FormControl","props":{"label":"View different hub","input":"hubSelect"},"children":[]}}
+{"op":"add","path":"/elements/hubSelect","value":{"type":"Select","props":{"name":"hub","items":["hubDFW","hubORD","hubATL","hubLAX","hubJFK"],"placeholder":"Select hub","value":{"$bindState":"/hub"}},"children":[]}}
+{"op":"add","path":"/elements/hubDFW","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth (Current)"},"children":[]}}
+{"op":"add","path":"/elements/hubORD","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hubATL","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hubLAX","value":{"type":"SelectItem","props":{"value":"LAX","label":"LAX — Los Angeles"},"children":[]}}
+{"op":"add","path":"/elements/hubJFK","value":{"type":"SelectItem","props":{"value":"JFK","label":"JFK — New York"},"children":[]}}
+{"op":"add","path":"/state/hub","value":"DFW"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiOTP","kpiCanc","kpiLoad","kpiTurn"]}}
+{"op":"add","path":"/elements/kpiOTP","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiOTPLabel","kpiOTPValue","kpiOTPSub","kpiOTPProgress"]}}
+{"op":"add","path":"/elements/kpiOTPLabel","value":{"type":"TextContent","props":{"text":"On-Time Performance Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiOTP}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPSub","value":{"type":"TextContent","props":{"text":"142 of 168 flights on time • 6 delayed • 3 cancelled","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPProgress","value":{"type":"Progress","props":{"value":84.5,"label":"OTP 84.5%"},"children":[]}}
+{"op":"add","path":"/elements/kpiCanc","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiCancLabel","kpiCancValue","kpiCancSub"]}}
+{"op":"add","path":"/elements/kpiCancLabel","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancValue","value":{"type":"TextContent","props":{"text":{"$state":"/kpiCancellations"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancSub","value":{"type":"TextContent","props":{"text":"AA 407 DFW→MIA, UA 812 DFW→SFO, WN 119 DFW→DEN","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoad","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiLoadLabel","kpiLoadValue","kpiLoadSub","kpiLoadProgress"]}}
+{"op":"add","path":"/elements/kpiLoadLabel","value":{"type":"TextContent","props":{"text":"Avg Passenger Load Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadSub","value":{"type":"TextContent","props":{"text":"~19,240 passengers • 84% avg load factor","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadProgress","value":{"type":"Progress","props":{"value":84,"label":"Load factor"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiTurnLabel","kpiTurnValue","kpiTurnSub"]}}
+{"op":"add","path":"/elements/kpiTurnLabel","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnSub","value":{"type":"TextContent","props":{"text":"Target 45 min • Best: 28 min (AA 1842) • Longest: 71 min (DL 889)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpiOTP","value":84.5}
+{"op":"add","path":"/state/kpiCancellations","value":"3 flights"}
+{"op":"add","path":"/state/kpiLoad","value":84}
+{"op":"add","path":"/state/kpiTurnaround","value":42}
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+{"op":"add","path":"/elements/flightsHeader","value":{"type":"CardHeader","props":{"title":"Today's Flights","subtitle":"168 scheduled • Runway 17L closed until 16:00 • Next push 15:10"},"children":[]}}
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+{"op":"add","path":"/elements/thStatus","value":{"type":"TextContent","props":{"text":"STATUS","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/flights","value":[]}
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+{"op":"add","path":"/state/flights/8","value":{"id":"f9","flightNumber":"WN 119","route":"DFW → DEN","gate":"B24","time":"16:15","status":"CANCELLED"}}
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+{"op":"add","path":"/state/flights/11","value":{"id":"f12","flightNumber":"AA 1843","route":"DFW → LAX","gate":"A12","time":"16:40","status":"ON TIME"}}
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+{"op":"add","path":"/elements/crewsHeader","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment","subtitle":"5 reserve crews • FAA duty limits checked"},"children":[]}}
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+{"op":"add","path":"/elements/crewAssignBtn","value":{"type":"Button","props":{"label":"Assign","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
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+{"op":"add","path":"/state/weatherAdvisories","value":[]}
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+{"op":"add","path":"/state/weatherAdvisories/1","value":{"id":"w2","variant":"danger","title":"Wind Shear Advisory — Runway 17L/35R","description":"Low-level wind shear reported on final 17L. Crosswind 18G26kt exceeds limits for CRJ-700. Expect go-arounds."}}
+{"op":"add","path":"/state/weatherAdvisories/2","value":{"id":"w3","variant":"info","title":"Heat Advisory — Ramp Operations","description":"Heat index 41°C. Mandatory 15-min rotations for ground crew. Turnaround buffer +5 min recommended."}}
+{"op":"add","path":"/elements/connectionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connectionsHeader","connectionsCallout","connectionsList"]}}
+{"op":"add","path":"/elements/connectionsHeader","value":{"type":"CardHeader","props":{"title":"Connections at Risk","subtitle":"8 passengers • 5 inbound flights • MCT 40 min"},"children":[]}}
+{"op":"add","path":"/elements/connectionsCallout","value":{"type":"Callout","props":{"variant":"error","title":"5 tight connections < 30 min","description":"DL 889 most critical — 12 min connect to AA 103. Recommend immediate rebook via tool below."},"children":[]}}
+{"op":"add","path":"/elements/connectionsList","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/connections","key":"id"},"children":["connRow"]}}
+{"op":"add","path":"/elements/connRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["connLeft","connRight"]}}
+{"op":"add","path":"/elements/connLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["connPassenger","connDetail"]}}
+{"op":"add","path":"/elements/connPassenger","value":{"type":"TextContent","props":{"text":{"$item":"passenger"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/connDetail","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound} • Gate ${gate} • ${pnr}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["connRiskBadge","connTime"]}}
+{"op":"add","path":"/elements/connRiskBadge","value":{"type":"Badge","props":{"text":{"$template":"${risk} min"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/connTime","value":{"type":"TextContent","props":{"text":{"$item":"status"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"cn1","passenger":"M. Alvarez + 2 (PNR 7KQ2P1)","inbound":"DL 889","outbound":"AA 103 → JFK","gate":"C9 → A21","risk":"12","status":"CRITICAL","pnr":"7KQ2P1"}}
+{"op":"add","path":"/state/connections/1","value":{"id":"cn2","passenger":"J. Smith (PNR 3F8K2L)","inbound":"AA 1842","outbound":"AA 512 → LHR","gate":"A14 → D15","risk":"22","status":"TIGHT","pnr":"3F8K2L"}}
+{"op":"add","path":"/state/connections/2","value":{"id":"cn3","passenger":"R. Tanaka (PNR 9PL1Q8)","inbound":"UA 412","outbound":"UA 988 → SFO","gate":"B7 → B11","risk":"28","status":"TIGHT","pnr":"9PL1Q8"}}
+{"op":"add","path":"/state/connections/3","value":{"id":"cn4","passenger":"K. Williams + 1 (PNR 4M2N9X)","inbound":"WN 334","outbound":"WN 119 → DEN","gate":"B22A → B24","risk":"18","status":"AT RISK","pnr":"4M2N9X"}}
+{"op":"add","path":"/state/connections/4","value":{"id":"cn5","passenger":"A. Gupta (PNR 1A9Z3Q)","inbound":"AA 2210","outbound":"AA 407 → MIA","gate":"A8 → A9","risk":"35","status":"MONITOR","pnr":"1A9Z3Q"}}
+{"op":"add","path":"/elements/rebookCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rebookHeader","rebookFormRow","rebookStatusArea"]}}
+{"op":"add","path":"/elements/rebookHeader","value":{"type":"CardHeader","props":{"title":"Rebook Affected Passengers","subtitle":"Select passenger/PNR from connections at risk and assign next available flight"},"children":[]}}
+{"op":"add","path":"/elements/rebookFormRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end"},"children":["rebookPassengerControl","rebookFlightControl","rebookButtons"]}}
+{"op":"add","path":"/elements/rebookPassengerControl","value":{"type":"FormControl","props":{"label":"Passenger / PNR","input":"rebookPassengerInput","hint":"Choose from at-risk list or type manually"},"children":[]}}
+{"op":"add","path":"/elements/rebookPassengerInput","value":{"type":"Input","props":{"name":"passenger","placeholder":"e.g. J. Smith — PNR 3F8K2L","value":{"$bindState":"/rebookPassenger"}},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightControl","value":{"type":"FormControl","props":{"label":"Rebook to flight","input":"rebookFlightSelect"},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightSelect","value":{"type":"Select","props":{"name":"rebookFlight","items":["rebookOpt1","rebookOpt2","rebookOpt3","rebookOpt4"],"placeholder":"Select alternate flight","value":{"$bindState":"/rebookFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rebookOpt1","value":{"type":"SelectItem","props":{"value":"AA1843 16:40 A12","label":"AA 1843 — DFW→LAX 16:40 Gate A12 (12 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rebookOpt2","value":{"type":"SelectItem","props":{"value":"AA2211 17:15 B7","label":"AA 2211 — DFW→ORD 17:15 Gate B7 (4 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rebookOpt3","value":{"type":"SelectItem","props":{"value":"DL890 18:05 C3","label":"DL 890 — DFW→ATL 18:05 Gate C3 (9 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rebookOpt4","value":{"type":"SelectItem","props":{"value":"AA103 19:10 A21","label":"AA 103 — DFW→JFK 19:10 Gate A21 (21 seats)"},"children":[]}}
+{"op":"add","path":"/elements/rebookButtons","value":{"type":"Buttons","props":{"buttons":["rebookBtn","rebookClearBtn"]},"children":[]}}
+{"op":"add","path":"/elements/rebookBtn","value":{"type":"Button","props":{"label":"Rebook Passenger","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookStatus","value":{"$template":"Rebooked ${/rebookPassenger} → ${/rebookFlight}. E-ticket reissued. Notify gate A21."}}}},"children":[]}}
+{"op":"add","path":"/elements/rebookClearBtn","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookPassenger","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/rebookStatusArea","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["rebookStatusCallout","rebookHint"]}}
+{"op":"add","path":"/elements/rebookStatusCallout","value":{"type":"Callout","props":{"variant":"success","title":"Rebook Confirmation","description":{"$state":"/rebookStatus"}},"children":[]}}
+{"op":"add","path":"/elements/rebookHint","value":{"type":"TextContent","props":{"text":"Tip: Use ‘Assign’ on reserve crews to cover rebooked flights. Gate changes auto-sync to FIDS.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/rebookPassenger","value":"J. Smith — PNR 3F8K2L"}
+{"op":"add","path":"/state/rebookFlight","value":""}
+{"op":"add","path":"/state/rebookStatus","value":"Ready to rebook. Select a passenger and alternate flight, then press Rebook."}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..de84994ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,132 @@
+{"op":"add","path":"/root","value":"hubDesk"}
+{"op":"add","path":"/elements/hubDesk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiRow","mainRow","connectionsRebookRow"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerText","hubSelectorBlock"]}}
+{"op":"add","path":"/elements/headerText","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerHeading","headerSub"]}}
+{"op":"add","path":"/elements/headerHeading","value":{"type":"Heading","props":{"text":"DFW Hub Operations — Desk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSub","value":{"type":"TextContent","props":{"text":"Tuesday, Aug 18 • 14:35 CDT • Operational Day 06:00–02:00 • All times local","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hubSelectorBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["hubSelectorControl","hubMeta"]}}
+{"op":"add","path":"/elements/hubSelectorControl","value":{"type":"FormControl","props":{"label":"View different hub","input":"hubSelect","hint":"Switches all metrics, flights and advisories"},"children":[]}}
+{"op":"add","path":"/elements/hubSelect","value":{"type":"Select","props":{"name":"hub","items":["hubItemDFW","hubItemORD","hubItemATL","hubItemLAX","hubItemJFK"],"placeholder":"Select hub","value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/elements/hubItemDFW","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hubItemORD","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hubItemATL","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hubItemLAX","value":{"type":"SelectItem","props":{"value":"LAX","label":"LAX — Los Angeles"},"children":[]}}
+{"op":"add","path":"/elements/hubItemJFK","value":{"type":"SelectItem","props":{"value":"JFK","label":"JFK — New York"},"children":[]}}
+{"op":"add","path":"/elements/hubMeta","value":{"type":"TextContent","props":{"text":{"$template":"Showing: ${/selectedHub} • Last refresh 14:34 • ${/flights.length} flights tracked today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"DFW"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiOtpCard","kpiLoadCard","kpiTurnCard","kpiCancelCard"]}}
+{"op":"add","path":"/elements/kpiOtpCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiOtpHeader","kpiOtpValue","kpiOtpProgress","kpiOtpCaption"]}}
+{"op":"add","path":"/elements/kpiOtpHeader","value":{"type":"CardHeader","props":{"title":"On-Time Performance","subtitle":"Today • D0 / A14"},"children":[]}}
+{"op":"add","path":"/elements/kpiOtpValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis.otp}% on time"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOtpProgress","value":{"type":"Progress","props":{"value":{"$state":"/kpis.otp"},"label":"Target 80%"},"children":[]}}
+{"op":"add","path":"/elements/kpiOtpCaption","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis.onTimeFlights} / ${/kpis.totalFlights} flights on time • ${/kpis.delayedCount} delayed"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiLoadHeader","kpiLoadValue","kpiLoadProgress","kpiLoadCaption"]}}
+{"op":"add","path":"/elements/kpiLoadHeader","value":{"type":"CardHeader","props":{"title":"Avg Passenger Load","subtitle":"Today • All departures"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis.avgLoad}% • ${/kpis.avgLoadPax} pax / flight"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadProgress","value":{"type":"Progress","props":{"value":{"$state":"/kpis.avgLoad"}},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadCaption","value":{"type":"TextContent","props":{"text":"Load factor • 6,842 passengers boarded","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiTurnHeader","kpiTurnValue","kpiTurnCaption"]}}
+{"op":"add","path":"/elements/kpiTurnHeader","value":{"type":"CardHeader","props":{"title":"Avg Turnaround","subtitle":"Gate in → Gate out"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis.avgTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnCaption","value":{"type":"TextContent","props":{"text":"Target 40 min • Best 28 min (AA1421) • Slowest 68 min (AA1890)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiCancelHeader","kpiCancelValue","kpiCancelCaption"]}}
+{"op":"add","path":"/elements/kpiCancelHeader","value":{"type":"CardHeader","props":{"title":"Cancellations","subtitle":"Today"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis.cancellations} flights"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelCaption","value":{"type":"TextContent","props":{"text":"AA1846 DFW-MSY • AA2103 DFW-TUL • AA1679 DFW-XNA","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"otp":78,"onTimeFlights":61,"totalFlights":78,"delayedCount":14,"avgLoad":84,"avgLoadPax":142,"avgTurnaround":44,"cancellations":3}}
+{"op":"add","path":"/elements/mainRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["flightsColumn","opsColumn"]}}
+{"op":"add","path":"/elements/flightsColumn","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["flightsCard","delayedCard"]}}
+{"op":"add","path":"/elements/flightsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flightsCardHeader","flightsTable","flightsLegend"]}}
+{"op":"add","path":"/elements/flightsCardHeader","value":{"type":"CardHeader","props":{"title":"Flights — Today at DFW","subtitle":"78 flights • Number • Route • Gate • Status • Tap status to manage"},"children":[]}}
+{"op":"add","path":"/elements/flightsTable","value":{"type":"Table","props":{"columns":["colFlightNum","colRoute","colGate","colSched","colStatus"]},"children":[]}}
+{"op":"add","path":"/elements/colFlightNum","value":{"type":"Col","props":{"label":"Flight","data":["AA1242","AA1890","AA1421","AA2033","AA1188","AA1765","AA1846","AA2103","UA412","DL889"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRoute","value":{"type":"Col","props":{"label":"Route","data":["DFW → LGA","DFW → MIA","DFW → ORD","DFW → PHX","DFW → DEN","DFW → SFO","DFW → MSY","DFW → TUL","DFW → IAH","DFW → ATL"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colGate","value":{"type":"Col","props":{"label":"Gate","data":["A12","B22 → B18","A08","C14","A21","D09","—","—","B07","C03"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSched","value":{"type":"Col","props":{"label":"Sched","data":["08:10","09:45","10:20","11:05","11:40","13:15","14:00","15:20","12:30","13:50"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["On Time","Delayed 42m","Boarding","On Time","Delayed 18m","On Time","Cancelled","Cancelled","Delayed 65m","On Time"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flightsLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["tagOnTime","tagDelayed","tagCancelled","tagBoarding"]}}
+{"op":"add","path":"/elements/tagOnTime","value":{"type":"Tag","props":{"text":"On Time 61","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/tagDelayed","value":{"type":"Tag","props":{"text":"Delayed 14","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/tagCancelled","value":{"type":"Tag","props":{"text":"Cancelled 3","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/tagBoarding","value":{"type":"Tag","props":{"text":"Boarding 6","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/flights","value":[{"id":"AA1242","number":"AA1242","route":"DFW → LGA","gate":"A12","status":"On Time"},{"id":"AA1890","number":"AA1890","route":"DFW → MIA","gate":"B18","status":"Delayed"},{"id":"AA1421","number":"AA1421","route":"DFW → ORD","gate":"A08","status":"Boarding"},{"id":"AA2033","number":"AA2033","route":"DFW → PHX","gate":"C14","status":"On Time"},{"id":"AA1188","number":"AA1188","route":"DFW → DEN","gate":"A21","status":"Delayed"},{"id":"AA1765","number":"AA1765","route":"DFW → SFO","gate":"D09","status":"On Time"},{"id":"AA1846","number":"AA1846","route":"DFW → MSY","gate":"—","status":"Cancelled"},{"id":"AA2103","number":"AA2103","route":"DFW → TUL","gate":"—","status":"Cancelled"}]}
+{"op":"add","path":"/elements/delayedCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delayedHeader","delayedCallout","delayedList"]}}
+{"op":"add","path":"/elements/delayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed Flights — Called Out","subtitle":"14 delayed • 3 requiring action"},"children":[]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"14 flights delayed >15 min","description":"Longest: UA412 DFW-IAH 65 min (crew late inbound). AA1890 DFW-MIA 42 min (awaiting catering)."},"children":[]}}
+{"op":"add","path":"/elements/delayedList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","repeat":{"statePath":"/delayedFlights","key":"id"}},"children":["delayedItem"]}}
+{"op":"add","path":"/elements/delayedItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["delayedItemText","delayedItemBadge"]}}
+{"op":"add","path":"/elements/delayedItemText","value":{"type":"TextContent","props":{"text":{"$template":"${number} • ${route} • Gate ${gate} • ${reason}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemBadge","value":{"type":"Badge","props":{"text":{"$template":"${delay}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"UA412","number":"UA412","route":"DFW → IAH","gate":"B07","delay":"+65m","reason":"Crew late inbound"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"AA1890","number":"AA1890","route":"DFW → MIA","gate":"B18","delay":"+42m","reason":"Catering delay"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"AA1188","number":"AA1188","route":"DFW → DEN","gate":"A21","delay":"+18m","reason":"ATC ground stop"}}
+{"op":"add","path":"/state/delayedFlights/3","value":{"id":"AA2217","number":"AA2217","route":"DFW → BOS","gate":"A15","delay":"+31m","reason":"Late aircraft"}}
+{"op":"add","path":"/elements/opsColumn","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["gateChangesCard","crewCard","weatherCard"]}}
+{"op":"add","path":"/elements/gateChangesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gateChangesHeader","gateChangesList"]}}
+{"op":"add","path":"/elements/gateChangesHeader","value":{"type":"CardHeader","props":{"title":"Recent Gate Changes","subtitle":"Last 90 minutes • 5 moves"},"children":[]}}
+{"op":"add","path":"/elements/gateChangesList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","repeat":{"statePath":"/gateChanges","key":"id"}},"children":["gateChangeItem"]}}
+{"op":"add","path":"/elements/gateChangeItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["gateChangeText","gateChangeTime"]}}
+{"op":"add","path":"/elements/gateChangeText","value":{"type":"TextContent","props":{"text":{"$template":"${flight} ${route} : ${from} → ${to} • ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gateChangeTime","value":{"type":"Tag","props":{"text":{"$template":"${time}"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gc1","flight":"AA1890","route":"DFW-MIA","from":"B22","to":"B18","reason":"Aircraft swap","time":"13:42"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gc2","flight":"AA1421","route":"DFW-ORD","from":"A09","to":"A08","reason":"Adjacency for connection","time":"13:18"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gc3","flight":"DL889","route":"DFW-ATL","from":"C03","to":"C07","reason":"Inbound delay","time":"12:55"}}
+{"op":"add","path":"/state/gateChanges/3","value":{"id":"gc4","flight":"AA2033","route":"DFW-PHX","from":"C14","to":"C14","reason":"Hold — no change","time":"12:20"}}
+{"op":"add","path":"/state/gateChanges/4","value":{"id":"gc5","flight":"UA412","route":"DFW-IAH","from":"B07","to":"B07","reason":"Hold — crew","time":"11:50"}}
+{"op":"add","path":"/elements/crewCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crewHeader","crewCallout","crewList"]}}
+{"op":"add","path":"/elements/crewHeader","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment","subtitle":"5 reserve crews • 2 on standby"},"children":[]}}
+{"op":"add","path":"/elements/crewCallout","value":{"type":"TextCallout","props":{"variant":"success","title":"Reserve coverage OK","description":"Minimum 3 required • Current 5. Next reserve expires 18:00."},"children":[]}}
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+{"op":"add","path":"/elements/crewItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["crewItemInfo","crewItemAction"]}}
+{"op":"add","path":"/elements/crewItemInfo","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["crewName","crewDetail"]}}
+{"op":"add","path":"/elements/crewName","value":{"type":"TextContent","props":{"text":{"$template":"${name} • ${role} • ${base}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/crewDetail","value":{"type":"TextContent","props":{"text":{"$template":"Duty ${duty} • Rest ${rest} • Qual: ${qual}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crewItemAction","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"CR01","name":"Crew R-04","role":"A320 CA+FO","base":"DFW Reserve","duty":"02:10","rest":"14:30","qual":"A320 / A321","status":"Available"}}
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+{"op":"add","path":"/state/crews/3","value":{"id":"CR04","name":"Crew R-11","role":"B737 CA+FO","base":"DFW Reserve","duty":"03:00","rest":"11:00","qual":"B737-MAX8","status":"Available"}}
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+{"op":"add","path":"/elements/weatherCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weatherHeader","weatherList"]}}
+{"op":"add","path":"/elements/weatherHeader","value":{"type":"CardHeader","props":{"title":"Weather Advisories — Hub","subtitle":"DFW • Updated 13:55 CDT"},"children":[]}}
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+{"op":"add","path":"/elements/weatherItem","value":{"type":"Alert","props":{"title":{"$template":"${title}"},"description":{"$template":"${desc} • ${time} • ${impact}"},"variant":{"$template":"${variant}"}},"children":[]}}
+{"op":"add","path":"/state/weatherAdvisories","value":[]}
+{"op":"add","path":"/state/weatherAdvisories/0","value":{"id":"wx1","title":"Thunderstorm Watch until 17:00","desc":"CB clouds within 20nm west, lightning risk","time":"13:55","impact":"Possible ground delay program","variant":"warning"}}
+{"op":"add","path":"/state/weatherAdvisories/1","value":{"id":"wx2","title":"Wind Shear Advisory — Runways 17L/17R","desc":"Gusts 28kt, crosswind 18kt","time":"12:40","impact":"Arrivals metering, +8 min avg","variant":"destructive"}}
+{"op":"add","path":"/state/weatherAdvisories/2","value":{"id":"wx3","title":"Heat Advisory — Ramp 102°F","desc":"Ground crew work/rest cycles enforced","time":"11:10","impact":"Turnaround +3-5 min","variant":"default"}}
+{"op":"add","path":"/elements/connectionsRebookRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["connectionsCard","rebookCard"]}}
+{"op":"add","path":"/elements/connectionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connectionsHeader","connectionsCallout","connectionsTable"]}}
+{"op":"add","path":"/elements/connectionsHeader","value":{"type":"CardHeader","props":{"title":"Connections at Risk","subtitle":"8 tight connections • 22 passengers"},"children":[]}}
+{"op":"add","path":"/elements/connectionsCallout","value":{"type":"Callout","props":{"variant":"error","title":"3 critical — will misconnect without action","description":"AA1188 DEN (delayed 18m) feeding 12 pax to AA1421 ORD and UA412 IAH. Recommend rebook."},"children":[]}}
+{"op":"add","path":"/elements/connectionsTable","value":{"type":"Table","props":{"columns":["colConnPax","colConnInbound","colConnOutbound","colConnTime","colConnRisk"]},"children":[]}}
+{"op":"add","path":"/elements/colConnPax","value":{"type":"Col","props":{"label":"Passengers","data":["12 pax — AA1188 → AA1421","6 pax — AA1890 → AA2033","4 pax — UA412 → DL889"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConnInbound","value":{"type":"Col","props":{"label":"Inbound","data":["AA1188 DEN A21 Delayed 18m","AA1890 MIA B18 Delayed 42m","UA412 IAH B07 Delayed 65m"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConnOutbound","value":{"type":"Col","props":{"label":"Outbound","data":["AA1421 ORD A08 10:20 Boarding","AA2033 PHX C14 11:05 On Time","DL889 ATL C07 13:50 On Time"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConnTime","value":{"type":"Col","props":{"label":"Connect Time","data":["28 min → 10 min","35 min → -7 min (miss)","42 min → -23 min (miss)"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colConnRisk","value":{"type":"Col","props":{"label":"Risk","data":["High","Critical","Critical"],"type":"string"},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[{"id":"c1","pax":"12 pax — AA1188 → AA1421","inbound":"AA1188 DEN A21 Delayed 18m","outbound":"AA1421 ORD A08 10:20","time":"28→10 min","risk":"High"},{"id":"c2","pax":"6 pax — AA1890 → AA2033","inbound":"AA1890 MIA B18 Delayed 42m","outbound":"AA2033 PHX C14 11:05","time":"35→-7 min","risk":"Critical"},{"id":"c3","pax":"4 pax — UA412 → DL889","inbound":"UA412 IAH B07 Delayed 65m","outbound":"DL889 ATL C07 13:50","time":"42→-23 min","risk":"Critical"}]}
+{"op":"add","path":"/elements/rebookCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rebookHeader","rebookForm","rebookSuccessCallout","rebookHint"]}}
+{"op":"add","path":"/elements/rebookHeader","value":{"type":"CardHeader","props":{"title":"Rebook Affected Passengers","subtitle":"Select connection at risk, assign new flight, notify"},"children":[]}}
+{"op":"add","path":"/elements/rebookForm","value":{"type":"Form","props":{"name":"rebookForm","fields":["rebookPaxControl","rebookNewFlightControl"],"buttons":"rebookButtons"},"children":[]}}
+{"op":"add","path":"/elements/rebookPaxControl","value":{"type":"FormControl","props":{"label":"Passengers / Connection","input":"rebookPaxSelect","hint":"Choose from at-risk list"},"children":[]}}
+{"op":"add","path":"/elements/rebookPaxSelect","value":{"type":"Select","props":{"name":"rebookPax","items":["rebookPax1","rebookPax2","rebookPax3"],"placeholder":"Select connection","value":{"$bindState":"/rebook.pax"}},"children":[]}}
+{"op":"add","path":"/elements/rebookPax1","value":{"type":"SelectItem","props":{"value":"12 pax AA1188→AA1421","label":"12 pax — AA1188 DEN → AA1421 ORD (High)"},"children":[]}}
+{"op":"add","path":"/elements/rebookPax2","value":{"type":"SelectItem","props":{"value":"6 pax AA1890→AA2033","label":"6 pax — AA1890 MIA → AA2033 PHX (Critical)"},"children":[]}}
+{"op":"add","path":"/elements/rebookPax3","value":{"type":"SelectItem","props":{"value":"4 pax UA412→DL889","label":"4 pax — UA412 IAH → DL889 ATL (Critical)"},"children":[]}}
+{"op":"add","path":"/elements/rebookNewFlightControl","value":{"type":"FormControl","props":{"label":"Rebook to flight","input":"rebookFlightSelect","hint":"Next available with seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookFlightSelect","value":{"type":"Select","props":{"name":"rebookFlight","items":["rebookF1","rebookF2","rebookF3","rebookF4"],"placeholder":"Select new flight","value":{"$bindState":"/rebook.newFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rebookF1","value":{"type":"SelectItem","props":{"value":"AA1427 DFW-ORD 12:45 A10 (7 seats)","label":"AA1427 DFW-ORD 12:45 A10 — 7 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookF2","value":{"type":"SelectItem","props":{"value":"AA2041 DFW-PHX 13:30 C22 (12 seats)","label":"AA2041 DFW-PHX 13:30 C22 — 12 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookF3","value":{"type":"SelectItem","props":{"value":"DL891 DFW-ATL 15:10 C07 (9 seats)","label":"DL891 DFW-ATL 15:10 C07 — 9 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookF4","value":{"type":"SelectItem","props":{"value":"UA418 DFW-IAH 14:05 B12 (14 seats)","label":"UA418 DFW-IAH 14:05 B12 — 14 seats"},"children":[]}}
+{"op":"add","path":"/elements/rebookButtons","value":{"type":"Buttons","props":{"buttons":["rebookBtn","rebookClearBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebookBtn","value":{"type":"Button","props":{"label":"Confirm Rebook & Notify","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/rebookClearBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookSuccess","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/rebookSuccessCallout","value":{"type":"Callout","props":{"variant":"success","title":"Rebook queued","description":"Passengers will be re-ticketed and notified via SMS/app. Gate agents alerted."},"visible":{"$state":"/rebookSuccess","eq":true},"children":[]}}
+{"op":"add","path":"/elements/rebookHint","value":{"type":"TextContent","props":{"text":"Tip: For cancelled flights (AA1846, AA2103), use same tool — select cancelled flight as 'connection' and choose alternate. Auto-waives change fees.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/rebook","value":{"pax":"","newFlight":""}}
+{"op":"add","path":"/state/rebookSuccess","value":false}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..412d29427
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,142 @@
+{"op":"add","path":"/root","value":"hubOpsRoot"}
+{"op":"add","path":"/elements/hubOpsRoot","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerBar","kpiRow","mainGrid","bottomRow","rebookCard"]}}
+{"op":"add","path":"/elements/headerBar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","hubSelectorWrap"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","headingSub"]}}
+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headingSub","value":{"type":"TextContent","props":{"text":{"$template":"Live view — ${/selectedHub} • Today • ${/metrics/totalFlights} scheduled flights • Updated 14:42 UTC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hubSelectorWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"stretch"},"children":["hubSelectorControl","hubHint"]}}
+{"op":"add","path":"/elements/hubSelectorControl","value":{"type":"FormControl","props":{"label":"View different hub","input":"hubSelect","hint":"Switch hub to reload flights, crews and weather"},"children":[]}}
+{"op":"add","path":"/elements/hubSelect","value":{"type":"Select","props":{"name":"hubSelect","items":["hubOptATL","hubOptDFW","hubOptORD","hubOptDEN","hubOptLAX"],"placeholder":"Select hub","value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/elements/hubOptATL","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Hartsfield-Jackson Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hubOptDFW","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hubOptORD","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hubOptDEN","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver"},"children":[]}}
+{"op":"add","path":"/elements/hubOptLAX","value":{"type":"SelectItem","props":{"value":"LAX","label":"LAX — Los Angeles"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/hubHint","value":{"type":"TextContent","props":{"text":"Hub selection drives all panels below.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiOTP","kpiLoad","kpiCancel","kpiTurn"]}}
+{"op":"add","path":"/elements/kpiOTP","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiOTPLabel","kpiOTPValue","kpiOTPProgress","kpiOTPFoot"]}}
+{"op":"add","path":"/elements/kpiOTPLabel","value":{"type":"TextContent","props":{"text":"On-Time Performance Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTime"},"label":"OTP vs 85% target"},"children":[]}}
+{"op":"add","path":"/elements/kpiOTPFoot","value":{"type":"TextContent","props":{"text":"111 of 142 flights on time • 18 delayed • 3 cancelled","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoad","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiLoadLabel","kpiLoadValue","kpiLoadProgress","kpiLoadFoot"]}}
+{"op":"add","path":"/elements/kpiLoadLabel","value":{"type":"TextContent","props":{"text":"Average Passenger Load Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/avgLoad"},"label":"Load factor"},"children":[]}}
+{"op":"add","path":"/elements/kpiLoadFoot","value":{"type":"TextContent","props":{"text":"~18,420 pax boarded • 84% LF • Peak 92% at 08:00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiCancelLabel","kpiCancelValue","kpiCancelSub","kpiCancelBadge"]}}
+{"op":"add","path":"/elements/kpiCancelLabel","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancellations}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelSub","value":{"type":"TextContent","props":{"text":"2 weather • 1 crew • 0 mechanical","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiCancelBadge","value":{"type":"Badge","props":{"text":"IRROPS active","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiTurnLabel","kpiTurnValue","kpiTurnSub","kpiTurnBadge"]}}
+{"op":"add","path":"/elements/kpiTurnLabel","value":{"type":"TextContent","props":{"text":"Average Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnValue","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnSub","value":{"type":"TextContent","props":{"text":"Target 38 min • Longest 67 min (DL 1884)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTurnBadge","value":{"type":"Badge","props":{"text":"+4 min vs target","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTime":78,"avgLoad":84,"cancellations":3,"avgTurnaround":42,"totalFlights":142}}
+{"op":"add","path":"/elements/mainGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["leftCol","rightCol"]}}
+{"op":"add","path":"/elements/leftCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["flightsCard","delayedCard"]}}
+{"op":"add","path":"/elements/rightCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["gateCard","crewCard","weatherCard"]}}
+{"op":"add","path":"/elements/flightsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flightsCardHeader","flightsTable","flightsFoot"]}}
+{"op":"add","path":"/elements/flightsCardHeader","value":{"type":"CardHeader","props":{"title":"Flights — Today at ATL","subtitle":"Number • Route • Gate • Status • Sched / Est"},"children":[]}}
+{"op":"add","path":"/elements/flightsTable","value":{"type":"Table","props":{"columns":["colFlight","colRoute","colGate","colStatus","colSched"]},"children":[]}}
+{"op":"add","path":"/elements/colFlight","value":{"type":"Col","props":{"label":"Flight","data":["DL 1421","AA 2143","UA 1884","DL 0678","SW 3091","AA 4420","DL 1993","UA 762"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRoute","value":{"type":"Col","props":{"label":"Route","data":["ATL → LGA","ATL → MIA","ATL → ORD","MCO → ATL","ATL → DEN","ATL → DFW","ATL → BOS","SFO → ATL"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colGate","value":{"type":"Col","props":{"label":"Gate","data":["A12","B7 → B14","C3","A28","D11","B14","A19","C9"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":["On Time","Delayed 35m","Delayed 52m","Boarding","On Time","Cancelled","Delayed 18m","On Time"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSched","value":{"type":"Col","props":{"label":"Sched / Est","data":["14:10 / 14:10","14:25 / 15:00","14:40 / 15:32","14:55 / 14:55","15:10 / 15:10","15:20 / —","15:35 / 15:53","15:50 / 15:50"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flightsFoot","value":{"type":"TextContent","props":{"text":"Showing 8 of 142 flights • Delayed rows highlighted in Delayed callout below • Tap gate to see change history","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayedCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delayedHeader","delayedCallout","delayedListContainer"]}}
+{"op":"add","path":"/elements/delayedHeader","value":{"type":"CardHeader","props":{"title":"Delayed Flights — Called Out","subtitle":"3 active delays requiring attention"},"children":[]}}
+{"op":"add","path":"/elements/delayedCallout","value":{"type":"Callout","props":{"variant":"warning","title":"18 flights delayed network-wide","description":"3 delays at ATL exceed 30 min. UA 1884 at risk of crew timeout. AA 2143 gate change compounds connection risk."},"children":[]}}
+{"op":"add","path":"/elements/delayedListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayedItem"]}}
+{"op":"add","path":"/elements/delayedItem","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["delayedItemTop","delayedItemDetail"]}}
+{"op":"add","path":"/elements/delayedItemTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["delayedItemFlight","delayedItemBadge"]}}
+{"op":"add","path":"/elements/delayedItemFlight","value":{"type":"TextContent","props":{"text":{"$template":"${flight} — ${route}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemBadge","value":{"type":"Badge","props":{"text":{"$item":"delay"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delayedItemDetail","value":{"type":"TextContent","props":{"text":{"$template":"Gate ${gate} • ${reason} • Est ${est} • ${pax} pax"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"AA 2143","route":"ATL → MIA","gate":"B14","delay":"Delayed 35m","reason":"Late inbound aircraft","est":"15:00","pax":143}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"UA 1884","route":"ATL → ORD","gate":"C3","delay":"Delayed 52m","reason":"ATC ground stop + crew connection","est":"15:32","pax":167}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flight":"DL 1993","route":"ATL → BOS","gate":"A19","delay":"Delayed 18m","reason":"Waiting for connecting bags","est":"15:53","pax":112}}
+{"op":"add","path":"/elements/gateCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gateHeader","gateListContainer"]}}
+{"op":"add","path":"/elements/gateHeader","value":{"type":"CardHeader","props":{"title":"Recent Gate Changes","subtitle":"Last 4 moves in past 90 minutes"},"children":[]}}
+{"op":"add","path":"/elements/gateListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gateItem"]}}
+{"op":"add","path":"/elements/gateItem","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["gateItemLeft","gateItemRight"]}}
+{"op":"add","path":"/elements/gateItemLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["gateItemFlight","gateItemRoute"]}}
+{"op":"add","path":"/elements/gateItemFlight","value":{"type":"TextContent","props":{"text":{"$template":"${flight}  ${from} → ${to}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/gateItemRoute","value":{"type":"TextContent","props":{"text":{"$template":"${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gateItemRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["gateItemTime","gateItemBadge"]}}
+{"op":"add","path":"/elements/gateItemTime","value":{"type":"TextContent","props":{"text":{"$template":"${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gateItemBadge","value":{"type":"Tag","props":{"text":{"$item":"change"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"AA 2143","from":"B7","to":"B14","change":"B7 → B14","time":"14:18","reason":"B7 jet bridge fault","fromGate":"B7","toGate":"B14"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"DL 0678","from":"A28","to":"A28","change":"A28 hold","time":"13:52","reason":"Hold at A28 — inbound early","fromGate":"A28","toGate":"A28"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"SW 3091","from":"D11","to":"D9","change":"D11 → D9","time":"13:41","reason":"Aircraft swap to D9","fromGate":"D11","toGate":"D9"}}
+{"op":"add","path":"/state/gateChanges/3","value":{"id":"g4","flight":"UA 762","from":"C11","to":"C9","change":"C11 → C9","time":"13:15","reason":"C11 occupied by delayed UA1884","fromGate":"C11","toGate":"C9"}}
+{"op":"add","path":"/elements/crewCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crewHeader","crewTable","crewFoot"]}}
+{"op":"add","path":"/elements/crewHeader","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment","subtitle":"Reserve & legal crews on duty at ATL"},"children":[]}}
+{"op":"add","path":"/elements/crewTable","value":{"type":"Table","props":{"columns":["crewColName","crewColRole","crewColStatus","crewColDuty"]},"children":[]}}
+{"op":"add","path":"/elements/crewColName","value":{"type":"Col","props":{"label":"Crew","data":["C. Alvarez / J. Park","M. Singh","T. Okafor + 2","R. Bennett","K. Nguyen"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/crewColRole","value":{"type":"Col","props":{"label":"Role","data":["A320 CA+FO","B737 FO","A321 Cabin (3)","CRJ900 CA","Reserve FO"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/crewColStatus","value":{"type":"Col","props":{"label":"Status","data":["Ready (Gate A)","Ready (Ops)","On Break — 12m","Legal — 6h duty left","Standby"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/crewColDuty","value":{"type":"Col","props":{"label":"Duty","data":["08:00-20:00","11:00-19:00","09:30-18:00","06:00-18:00","14:00-22:00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/crewFoot","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["crewFootText","crewAssignBtn"]}}
+{"op":"add","path":"/elements/crewFootText","value":{"type":"TextContent","props":{"text":"5 crews • 2 pilots + 1 cabin team immediately deployable","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crewAssignBtn","value":{"type":"Button","props":{"label":"Assign Crew to UA 1884","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/crewAssignMsg","value":"Crew C. Alvarez / J. Park assigned to UA 1884 (C3) — pending dispatch confirm"}}},"children":[]}}
+{"op":"add","path":"/state/crewAssignMsg","value":""}
+{"op":"add","path":"/elements/weatherCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["weatherHeader","weatherListContainer"]}}
+{"op":"add","path":"/elements/weatherHeader","value":{"type":"CardHeader","props":{"title":"Weather Advisories — ATL Hub","subtitle":"Active ATC & met advisories"},"children":[]}}
+{"op":"add","path":"/elements/weatherListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/weatherAdvisories","key":"id"},"children":["weatherItem"]}}
+{"op":"add","path":"/elements/weatherItem","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/weatherAdvisories","value":[]}
+{"op":"add","path":"/state/weatherAdvisories/0","value":{"id":"w1","title":"⛈ Thunderstorm Watch until 18:00 UTC","description":"CB clouds SE of field, gusts 28kt. Ground delay program possible. De-icing not required.","variant":"warning"}}
+{"op":"add","path":"/state/weatherAdvisories/1","value":{"id":"w2","title":"Low Visibility — BR/Mist 14:00-16:00","description":"RVR 1800m, ILS approaches in use. Expect 10-15 min taxi delays on Bravo.","variant":"info"}}
+{"op":"add","path":"/state/weatherAdvisories/2","value":{"id":"w3","title":"Windshear Advisory","description":"LLWS reported on final 26L. Crew brief required. No runway closure.","variant":"destructive"}}
+{"op":"add","path":"/elements/bottomRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["connectionsCard"]}}
+{"op":"add","path":"/elements/connectionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connectionsHeader","connectionsCallout","connectionsTable","connectionsFoot"]}}
+{"op":"add","path":"/elements/connectionsHeader","value":{"type":"CardHeader","props":{"title":"Connections at Risk of Being Missed","subtitle":"Inbound delay < MCT — 12 passengers flagged"},"children":[]}}
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+{"op":"add","path":"/elements/connectionsTable","value":{"type":"Table","props":{"columns":["connColPax","connColInbound","connColOutbound","connColMCT","connColRisk"]},"children":[]}}
+{"op":"add","path":"/elements/connColPax","value":{"type":"Col","props":{"label":"Pax / PNR","data":["2 pax — 4F7K2Q","1 pax — 9L1A8P","3 pax — 2M9R4T","6 pax — 7Q3B1W"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/connColInbound","value":{"type":"Col","props":{"label":"Inbound","data":["UA 1884 (15:32)","AA 2143 (15:00)","DL 1993 (15:53)","UA 1884 (15:32)"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/reasonWeather","value":{"type":"SelectItem","props":{"value":"Weather","label":"Weather"},"children":[]}}
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+{"op":"add","path":"/state/rebookForm","value":{"passenger":"","originalFlight":"","newFlight":"","reason":""}}
+{"op":"add","path":"/state/rebookRequests","value":[]}
+{"op":"add","path":"/state/rebookRequests/0","value":{"id":"rb1","passenger":"4F7K2Q (2 pax)","originalFlight":"UA 1884 → UA 412","newFlight":"UA 1884 → UA 618 18:10","reason":"MCT","time":"13:58 UTC","status":"Confirmed"}}
+{"op":"add","path":"/state/rebookRequests/1","value":{"id":"rb2","passenger":"9L1A8P","originalFlight":"AA 2143 → AA 88","newFlight":"AA 2143 → AA 90 19:05","reason":"Delay","time":"14:12 UTC","status":"Queued to DCS"}}
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+{"op":"add","path":"/elements/rebookLogHeader","value":{"type":"TextContent","props":{"text":"Recent rebook queue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rebookLogList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/rebookRequests","key":"id"},"children":["rebookLogItem"]}}
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+{"op":"add","path":"/elements/rebookLogPax","value":{"type":"TextContent","props":{"text":{"$template":"${passenger} • ${reason}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rebookLogRoute","value":{"type":"TextContent","props":{"text":{"$template":"${originalFlight} → ${newFlight}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebookLogRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["rebookLogTime","rebookLogStatus"]}}
+{"op":"add","path":"/elements/rebookLogTime","value":{"type":"TextContent","props":{"text":{"$template":"${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebookLogStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..fc73a4fa7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,161 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Good morning, Alex","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSub","value":{"type":"TextContent","props":{"text":"Your financial snapshot — Tuesday, May 13, 2026 • Private Banking","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/headerWelcome","value":{"type":"TextContent","props":{"text":"Welcome back to Evergreen Private • Last login today 7:42 AM"},"children":[]}}
+{"op":"add","path":"/elements/headerDate","value":{"type":"Badge","props":{"text":"All accounts • USD","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/balancesGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["checkingCard","savingsCard","creditCard"]}}
+{"op":"add","path":"/elements/checkingCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["checkingHeader","checkingBalance","checkingMeta","checkingTag"]}}
+{"op":"add","path":"/elements/checkingHeader","value":{"type":"TextContent","props":{"text":"Checking •• 4821","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checkingBalance","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/checking}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/checkingMeta","value":{"type":"TextContent","props":{"text":"Available balance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checkingTag","value":{"type":"Badge","props":{"text":"+2.4% vs last month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/savingsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["savingsHeader","savingsBalance","savingsMeta","savingsTag"]}}
+{"op":"add","path":"/elements/savingsHeader","value":{"type":"TextContent","props":{"text":"Savings •• 7734","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/savingsBalance","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/savings}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/savingsMeta","value":{"type":"TextContent","props":{"text":"High-yield 4.25% APY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/savingsTag","value":{"type":"Badge","props":{"text":"Goal-linked","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/creditCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["creditHeader","creditBalance","creditMeta","creditLimitBar"]}}
+{"op":"add","path":"/elements/creditHeader","value":{"type":"TextContent","props":{"text":"Credit •• 9012 • Evergreen Rewards","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/transactionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactionsHeader","transactionsListContainer","transactionsFooter"]}}
+{"op":"add","path":"/elements/transactionsHeader","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"Last 7 days • Tap dispute to report an issue"},"children":[]}}
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+{"op":"add","path":"/elements/txMerchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txDateCategory","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txAmountCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["txAmount","txStatus"]}}
+{"op":"add","path":"/elements/txAmount","value":{"type":"TextContent","props":{"text":{"$template":"${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/txStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/transactionsFooter","value":{"type":"TextContent","props":{"text":"Dispute option is in the panel below — select any transaction above.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"tx1","merchant":"Whole Foods Market","amount":"-$84.32","date":"May 11","category":"Groceries","status":"Posted"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"tx2","merchant":"Shell Gas Station","amount":"-$52.10","date":"May 10","category":"Transport","status":"Posted"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"tx3","merchant":"Netflix","amount":"-$15.99","date":"May 09","category":"Entertainment","status":"Posted"}}
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+{"op":"add","path":"/state/transactions/4","value":{"id":"tx5","merchant":"Sweetgreen","amount":"-$18.75","date":"May 08","category":"Dining","status":"Pending"}}
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+{"op":"add","path":"/elements/spendingHeader","value":{"type":"CardHeader","props":{"title":"Spending Split","subtitle":"May 1–13, 2026 • $2,100 total"},"children":[]}}
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+{"op":"add","path":"/elements/legendVal","value":{"type":"TextContent","props":{"text":{"$template":"$${value} • ${percent}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/spendingTotal","value":{"type":"TextContent","props":{"text":"Bills is your largest category this month. Dining up 12% vs April.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/spending","value":[]}
+{"op":"add","path":"/state/spending/0","value":{"category":"Bills","value":560,"percent":"26.7%"}}
+{"op":"add","path":"/state/spending/1","value":{"category":"Dining","value":420,"percent":"20.0%"}}
+{"op":"add","path":"/state/spending/2","value":{"category":"Groceries","value":380,"percent":"18.1%"}}
+{"op":"add","path":"/state/spending/3","value":{"category":"Shopping","value":340,"percent":"16.2%"}}
+{"op":"add","path":"/state/spending/4","value":{"category":"Transport","value":210,"percent":"10.0%"}}
+{"op":"add","path":"/state/spending/5","value":{"category":"Entertainment","value":190,"percent":"9.0%"}}
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+{"op":"add","path":"/elements/billsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["billsHeader","billsListContainer","billsFooter"]}}
+{"op":"add","path":"/elements/billsHeader","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Next 14 days • AutoPay available"},"children":[]}}
+{"op":"add","path":"/elements/billsListContainer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["billRow"]}}
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+{"op":"add","path":"/elements/billLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["billName","billDue"]}}
+{"op":"add","path":"/elements/billName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/billDue","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate} • ${autopay}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["billAmount","billPayBtn"]}}
+{"op":"add","path":"/elements/billAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/billPayBtn","value":{"type":"Button","props":{"label":"Pay","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billsFooter","value":{"type":"TextContent","props":{"text":"2 bills on AutoPay • Next: Rent May 20","size":"small"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Rent — Parkside Apts","amount":"1,850.00","dueDate":"May 20","autopay":"AutoPay on"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Con Edison Electric","amount":"142.60","dueDate":"May 18","autopay":"AutoPay off"}}
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+{"op":"add","path":"/state/bills/3","value":{"id":"b4","name":"Internet — Spectrum","amount":"79.99","dueDate":"May 22","autopay":"AutoPay off"}}
+{"op":"add","path":"/elements/goalsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["goalsHeader","vacationBlock","creditScoreBlock","freezeBlock"]}}
+{"op":"add","path":"/elements/goalsHeader","value":{"type":"CardHeader","props":{"title":"Goals & Credit Health","subtitle":"Stay on track"},"children":[]}}
+{"op":"add","path":"/elements/vacationBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["vacationTitle","vacationProgress","vacationStats","vacationAddBtn"]}}
+{"op":"add","path":"/elements/vacationTitle","value":{"type":"TextContent","props":{"text":"Vacation Savings — Bali 2026","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vacationProgress","value":{"type":"Progress","props":{"value":68,"label":"68% • $3,400 of $5,000"},"children":[]}}
+{"op":"add","path":"/elements/vacationStats","value":{"type":"TextContent","props":{"text":"$1,600 to go • Target Aug 15 • 18 days ahead of schedule","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vacationAddBtn","value":{"type":"Button","props":{"label":"Add $100 to goal","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreBlock","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["creditScoreHeader","creditScoreRow","creditScoreDetail"]}}
+{"op":"add","path":"/elements/creditScoreHeader","value":{"type":"TextContent","props":{"text":"Current Credit Score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["creditScoreValue","creditScoreBadge"]}}
+{"op":"add","path":"/elements/creditScoreValue","value":{"type":"Heading","props":{"text":"742","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreBadge","value":{"type":"Badge","props":{"text":"Good • +8 pts this month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreDetail","value":{"type":"TextContent","props":{"text":"Updated May 10 via Experian • Next update Jun 10 • Utilization 12%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freezeBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["freezeHeader","freezeStatus","freezeButtons"]}}
+{"op":"add","path":"/elements/freezeHeader","value":{"type":"TextContent","props":{"text":"Credit Line Control","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/freezeStatus","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/freezeCredit","eq":true},"$then":"🔒 Frozen — new purchases declined, recurring bills still process","$else":"🔓 Active — card is ready to use"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freezeButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["freezeBtn","unfreezeBtn"]}}
+{"op":"add","path":"/elements/freezeBtn","value":{"type":"Button","props":{"label":"Freeze Credit Line","variant":"primary","type":"destructive","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/freezeCredit","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/unfreezeBtn","value":{"type":"Button","props":{"label":"Unfreeze","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/freezeCredit","value":false}}},"children":[]}}
+{"op":"add","path":"/state/freezeCredit","value":false}
+{"op":"add","path":"/state/vacation","value":{"current":3400,"goal":5000,"percent":68}}
+{"op":"add","path":"/state/creditScore","value":742}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["transferCard","statementCard"]}}
+{"op":"add","path":"/elements/transferCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transferHeader","fromControl","toControl","amountControl","transferButtons","transferSuccessCallout"]}}
+{"op":"add","path":"/elements/transferHeader","value":{"type":"CardHeader","props":{"title":"Move Money","subtitle":"Transfer between your accounts — instant"},"children":[]}}
+{"op":"add","path":"/elements/fromControl","value":{"type":"FormControl","props":{"label":"From","input":"fromSelect","hint":"Source account"},"children":[]}}
+{"op":"add","path":"/elements/fromSelect","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"Select source","value":{"$bindState":"/transfer/from"}},"children":["fromChecking","fromSavings","fromCredit"]}}
+{"op":"add","path":"/elements/fromChecking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ••4821 — $8,420.50"},"children":[]}}
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+{"op":"add","path":"/elements/fromCredit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit ••9012 — Pay from credit (cash advance)"},"children":[]}}
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+{"op":"add","path":"/elements/toSelect","value":{"type":"Select","props":{"name":"toAccount","placeholder":"Select destination","value":{"$bindState":"/transfer/to"}},"children":["toChecking","toSavings","toCredit"]}}
+{"op":"add","path":"/elements/toChecking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ••4821"},"children":[]}}
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+{"op":"add","path":"/elements/toCredit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit ••9012 — Pay balance"},"children":[]}}
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+{"op":"add","path":"/elements/statementSelectControl","value":{"type":"FormControl","props":{"label":"Statement Period","input":"statementSelect","hint":"Monthly PDF • Includes transactions & fees"},"children":[]}}
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+{"op":"add","path":"/elements/stmt3","value":{"type":"SelectItem","props":{"value":"2026-02","label":"February 2026 — Feb 1-28"},"children":[]}}
+{"op":"add","path":"/elements/stmt4","value":{"type":"SelectItem","props":{"value":"2026-01","label":"January 2026 — Jan 1-31"},"children":[]}}
+{"op":"add","path":"/elements/stmt5","value":{"type":"SelectItem","props":{"value":"2025-12","label":"December 2025 — Dec 1-31"},"children":[]}}
+{"op":"add","path":"/elements/statementInfo","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["statementText","statementMeta"]}}
+{"op":"add","path":"/elements/statementText","value":{"type":"TextContent","props":{"text":{"$template":"Selected: ${/statementPeriod} • Ready to download"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statementMeta","value":{"type":"TextContent","props":{"text":"Includes checking, savings & credit activity. 2 pages.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statementDownloadBtn","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2026-04"}
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+{"op":"add","path":"/elements/alertEmail","value":{"type":"SwitchItem","props":{"label":"Email digest","description":"Daily summary at 6 PM","name":"email","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/alertsFooter","value":{"type":"TextContent","props":{"text":"Alerts apply to all accounts. Adjust anytime.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/alertTriggers","value":["lowBalance","largeTx","billDue"]}
+{"op":"add","path":"/state/alertChannels","value":["push"]}
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+{"op":"add","path":"/elements/disputeHeader","value":{"type":"CardHeader","props":{"title":"Dispute a Transaction","subtitle":"Report an error — we’ll review within 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/disputeTxControl","value":{"type":"FormControl","props":{"label":"Transaction","input":"disputeTxSelect","hint":"Choose from recent transactions"},"children":[]}}
+{"op":"add","path":"/elements/disputeTxSelect","value":{"type":"Select","props":{"name":"disputeTx","placeholder":"Select transaction to dispute","value":{"$bindState":"/dispute/transactionId"}},"children":["disputeOpt1","disputeOpt2","disputeOpt3","disputeOpt4"]}}
+{"op":"add","path":"/elements/disputeOpt1","value":{"type":"SelectItem","props":{"value":"tx1","label":"Whole Foods — $84.32 • May 11"},"children":[]}}
+{"op":"add","path":"/elements/disputeOpt2","value":{"type":"SelectItem","props":{"value":"tx2","label":"Shell Gas — $52.10 • May 10"},"children":[]}}
+{"op":"add","path":"/elements/disputeOpt3","value":{"type":"SelectItem","props":{"value":"tx3","label":"Netflix — $15.99 • May 09"},"children":[]}}
+{"op":"add","path":"/elements/disputeOpt4","value":{"type":"SelectItem","props":{"value":"tx5","label":"Sweetgreen — $18.75 • May 08"},"children":[]}}
+{"op":"add","path":"/elements/disputeReasonControl","value":{"type":"FormControl","props":{"label":"Reason","input":"disputeReason","hint":"Explain why you’re disputing this charge"},"children":[]}}
+{"op":"add","path":"/elements/disputeReason","value":{"type":"TextArea","props":{"name":"disputeReason","placeholder":"e.g., I don’t recognize this merchant, charged twice, wrong amount...","rows":3,"value":{"$bindState":"/dispute/reason"}},"children":[]}}
+{"op":"add","path":"/elements/disputeButtons","value":{"type":"Buttons","props":{"direction":"row"},"children":["disputeSubmitBtn","disputeCancelBtn"]}}
+{"op":"add","path":"/elements/disputeSubmitBtn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/disputeSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/disputeCancelBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/reason","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/disputeSuccessCallout","value":{"type":"Callout","props":{"variant":"info","title":"Dispute submitted","description":"Case #DP-88421 opened. You’ll hear back within 1 business day. Provisional credit may apply."},"visible":{"$state":"/disputeSubmitted","eq":true},"children":[]}}
+{"op":"add","path":"/state/dispute","value":{"transactionId":"","reason":""}}
+{"op":"add","path":"/state/disputeSubmitted","value":false}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..22d5c190c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,141 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["appHeader","balancesRow","scoreVacationRow","middleRow","controlsRow"]}}
+{"op":"add","path":"/elements/appHeader","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["appHeaderTitle","appHeaderSubtitle"]}}
+{"op":"add","path":"/elements/appHeaderTitle","value":{"type":"Heading","props":{"text":"Good morning, Alex — Personal Banking","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/appHeaderSubtitle","value":{"type":"TextContent","props":{"text":"Last updated today • 9:41 AM • Accounts overview in one place","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balancesRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["balCheckCard","balSavingsCard","balCreditCard"]}}
+{"op":"add","path":"/elements/balCheckCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["balCheckLabel","balCheckAmount","balCheckMeta","balCheckTag"]}}
+{"op":"add","path":"/elements/balCheckLabel","value":{"type":"TextContent","props":{"text":"Checking •• 4821","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balCheckAmount","value":{"type":"TextContent","props":{"text":{"$state":"/balances/checkingDisplay"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balCheckMeta","value":{"type":"TextContent","props":{"text":"Available balance • No fees this period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balCheckTag","value":{"type":"Tag","props":{"text":"Primary","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/balSavingsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["balSavingsLabel","balSavingsAmount","balSavingsMeta","balSavingsTag"]}}
+{"op":"add","path":"/elements/balSavingsLabel","value":{"type":"TextContent","props":{"text":"Savings •• 7390","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balSavingsAmount","value":{"type":"TextContent","props":{"text":{"$state":"/balances/savingsDisplay"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balSavingsMeta","value":{"type":"TextContent","props":{"text":"APY 4.10% • Interest paid monthly","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balSavingsTag","value":{"type":"Tag","props":{"text":"+ $42.18 interest","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/balCreditCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["balCreditLabel","balCreditAmount","balCreditMeta","balCreditTag"]}}
+{"op":"add","path":"/elements/balCreditLabel","value":{"type":"TextContent","props":{"text":"Credit •• 9043 • Limit $15,000","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balCreditAmount","value":{"type":"TextContent","props":{"text":{"$state":"/balances/creditDisplay"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/balCreditTag","value":{"type":"Tag","props":{"text":{"$template":"${/creditFrozenStatus}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/balances","value":{"checkingDisplay":"$8,420.15","savingsDisplay":"$24,150.80","creditDisplay":"$1,840.00 owed","creditAvailable":"$13,160.00"}}
+{"op":"add","path":"/state/creditFrozenStatus","value":"🔓 Active"}
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+{"op":"add","path":"/elements/creditHeader","value":{"type":"CardHeader","props":{"title":"Credit Score","subtitle":"TransUnion • Updated today"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["creditScoreValue","creditScoreBadge"]}}
+{"op":"add","path":"/elements/creditScoreValue","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/display"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/creditScoreBadge","value":{"type":"Badge","props":{"text":"Good","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/state/creditScore","value":{"display":"782","value":782}}
+{"op":"add","path":"/elements/vacationCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vacationHeader","vacationProgress","vacationStatsRow","vacationCallout"]}}
+{"op":"add","path":"/elements/vacationHeader","value":{"type":"CardHeader","props":{"title":"Vacation Savings Goal","subtitle":"Bali — Dec 2026 • $5,000 target"},"children":[]}}
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+{"op":"add","path":"/elements/vacationStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["vacationStats","vacationRemaining"]}}
+{"op":"add","path":"/elements/vacationStats","value":{"type":"TextContent","props":{"text":"$3,400 of $5,000 saved","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vacationRemaining","value":{"type":"TextContent","props":{"text":"$1,600 to go","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vacationCallout","value":{"type":"TextCallout","props":{"variant":"info","title":"On track","description":"Auto-save $120/week to hit goal by Nov 28. Boost by $50 to finish 3 weeks early."},"children":[]}}
+{"op":"add","path":"/state/vacation","value":{"saved":3400,"target":5000,"percent":68}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["transactionsCard","analyticsColumn"]}}
+{"op":"add","path":"/elements/transactionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transHeader","transListContainer","transDisputeBlock"]}}
+{"op":"add","path":"/elements/transHeader","value":{"type":"CardHeader","props":{"title":"Recent Transactions","subtitle":"Merchant and amount • Tap Dispute for help"},"children":[]}}
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+{"op":"add","path":"/elements/transMerchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas Station","category":"Transport","date":"May 13","amount":"-$54.20"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","category":"Entertainment","date":"May 12","amount":"-$15.99"}}
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+{"op":"add","path":"/state/transactions/5","value":{"id":"t6","merchant":"CVS Pharmacy","category":"Health","date":"May 10","amount":"-$34.60"}}
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+{"op":"add","path":"/elements/disputeSelectControl","value":{"type":"FormControl","props":{"label":"Transaction to dispute","input":"disputeSelect"},"children":[]}}
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+{"op":"add","path":"/elements/disputeOpt2","value":{"type":"SelectItem","props":{"value":"t2","label":"Shell Gas — $54.20 • May 13"},"children":[]}}
+{"op":"add","path":"/elements/disputeOpt3","value":{"type":"SelectItem","props":{"value":"t3","label":"Netflix — $15.99 • May 12"},"children":[]}}
+{"op":"add","path":"/elements/disputeOpt4","value":{"type":"SelectItem","props":{"value":"t5","label":"Blue Bottle — $12.75 • May 11"},"children":[]}}
+{"op":"add","path":"/elements/disputeReasonControl","value":{"type":"FormControl","props":{"label":"Reason","input":"disputeReason"},"children":[]}}
+{"op":"add","path":"/elements/disputeReason","value":{"type":"TextArea","props":{"name":"reason","placeholder":"e.g., I don’t recognize this charge, duplicate, wrong amount...","rows":3,"value":{"$bindState":"/dispute/reason"}},"children":[]}}
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+{"op":"add","path":"/state/dispute","value":{"txId":"","reason":""}}
+{"op":"add","path":"/state/selectedDisputeId","value":"t1"}
+{"op":"add","path":"/state/disputeSubmitted","value":false}
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+{"op":"add","path":"/elements/spendingHeader","value":{"type":"CardHeader","props":{"title":"Spending Split","subtitle":"This month • $2,840 total"},"children":[]}}
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+{"op":"add","path":"/elements/spendingTags","value":{"type":"TagBlock","props":{"tags":["Dining $620","Groceries $580","Shopping $520","Bills $480","Transport $410","Entertainment $230"]},"children":[]}}
+{"op":"add","path":"/elements/spendingHint","value":{"type":"TextContent","props":{"text":"Dining is 22% of spend — $90 over budget. Groceries trending down 8%.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["billsHeader","billsListContainer","billsFooter"]}}
+{"op":"add","path":"/elements/billsHeader","value":{"type":"CardHeader","props":{"title":"Bills Due Soon","subtitle":"Next 14 days • 3 bills"},"children":[]}}
+{"op":"add","path":"/elements/billsListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["billRow"]}}
+{"op":"add","path":"/elements/billRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","justify":"between","align":"center"},"children":["billLeft","billRight"]}}
+{"op":"add","path":"/elements/billLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["billName","billDue"]}}
+{"op":"add","path":"/elements/billName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/billDue","value":{"type":"TextContent","props":{"text":{"$template":"Due ${due} • ${autopay}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/billRight","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["billAmount","billPayBtn"]}}
+{"op":"add","path":"/elements/billAmount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/billPayBtn","value":{"type":"Button","props":{"label":"Pay","variant":"tertiary","size":"extra-small"},"children":[]}}
+{"op":"add","path":"/elements/billsFooter","value":{"type":"TextContent","props":{"text":"Autopay covers Electric & Internet. Rent needs manual payment by May 28.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Rent — Apt 4B","due":"May 28","amount":"$1,850.00","autopay":"Manual"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Electric — PG&E","due":"May 22","amount":"$124.30","autopay":"Autopay on"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Internet — Sonic Fiber","due":"May 25","amount":"$69.99","autopay":"Autopay on"}}
+{"op":"add","path":"/state/bills/3","value":{"id":"b4","name":"Credit Card Minimum","due":"Jun 15","amount":"$35.00","autopay":"Autopay off"}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["transferCard","freezeStatementColumn","alertsCard"]}}
+{"op":"add","path":"/elements/transferCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transferHeader","transferFromControl","transferToControl","transferAmountControl","transferBtn","transferSuccess"]}}
+{"op":"add","path":"/elements/transferHeader","value":{"type":"CardHeader","props":{"title":"Move Money","subtitle":"Transfer between accounts • Instant"},"children":[]}}
+{"op":"add","path":"/elements/transferFromControl","value":{"type":"FormControl","props":{"label":"From","input":"transferFromSelect"},"children":[]}}
+{"op":"add","path":"/elements/transferFromSelect","value":{"type":"Select","props":{"name":"from","placeholder":"Select source","value":{"$bindState":"/transfer/from"},"items":["fromOptCheck","fromOptSavings","fromOptCredit"]},"children":[]}}
+{"op":"add","path":"/elements/fromOptCheck","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking •• 4821 — $8,420"},"children":[]}}
+{"op":"add","path":"/elements/fromOptSavings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings •• 7390 — $24,150"},"children":[]}}
+{"op":"add","path":"/elements/fromOptCredit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit •• 9043 — $1,840 owed"},"children":[]}}
+{"op":"add","path":"/elements/transferToControl","value":{"type":"FormControl","props":{"label":"To","input":"transferToSelect"},"children":[]}}
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+{"op":"add","path":"/elements/alertsFooter","value":{"type":"TextContent","props":{"text":"Alerts via push + email. Adjust thresholds in Settings → Notifications.","size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..7b07f2013
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,141 @@
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+{"op":"add","path":"/elements/disputeHelpTitle","value":{"type":"TextContent","props":{"text":"Need to dispute a transaction?","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/disputeHelpText","value":{"type":"TextContent","props":{"text":"Use the Dispute button next to any recent transaction. Cases are reviewed within 1 business day.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/alertsIntro","value":{"type":"TextContent","props":{"text":"Choose what triggers alerts (push + email)","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/alertScoreChange","value":{"type":"SwitchItem","props":{"name":"alerts.scoreChange","label":"Credit score change","description":"Score moves ±10 points","defaultChecked":true},"children":[]}}
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+{"op":"add","path":"/state/alerts","value":{"lowBalance":true,"largeTx":true,"billDue":false,"scoreChange":true}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..e528addf5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,144 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["headerCard","balancesSection","contentGrid","transferSection","bottomGrid"]}}
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+{"op":"add","path":"/elements/headingMain","value":{"type":"Heading","props":{"text":"Good morning, Alex","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"Personal banking • Last login today at 8:42 AM • Accounts overview","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statementControl","value":{"type":"FormControl","props":{"label":"Statement period","input":"statementSelect","hint":"Choose closing period"},"children":[]}}
+{"op":"add","path":"/elements/statementSelect","value":{"type":"Select","props":{"name":"statementPeriod","items":["stmtApr","stmtMar","stmtFeb","stmtJan"],"placeholder":"Select period","value":{"$bindState":"/statementPeriod"}},"children":[]}}
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+{"op":"add","path":"/elements/stmtFeb","value":{"type":"SelectItem","props":{"value":"Feb 1-28, 2026","label":"Feb 1-28, 2026"},"children":[]}}
+{"op":"add","path":"/elements/stmtJan","value":{"type":"SelectItem","props":{"value":"Jan 1-31, 2026","label":"Jan 1-31, 2026"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"Apr 1-30, 2026"}
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+{"op":"add","path":"/elements/checkingBalanceText","value":{"type":"TextContent","props":{"text":{"$state":"/balances/checking/display"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/checkingMeta","value":{"type":"TextContent","props":{"text":{"$template":"Available • ${/balances/checking/change} vs last month"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checkingTag","value":{"type":"Badge","props":{"text":"Primary","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/colDate","value":{"type":"Col","props":{"label":"Date","data":["Apr 28","Apr 27","Apr 26","Apr 25","Apr 24"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/disputeReasonControl","value":{"type":"FormControl","props":{"label":"Reason","input":"disputeReasonInput","hint":"Fraud, duplicate, wrong amount, not received"},"children":[]}}
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+{"op":"add","path":"/elements/disputeSubmitRow","value":{"type":"Buttons","props":{"buttons":["disputeSubmitBtn"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/elements/billsHeader","value":{"type":"CardHeader","props":{"title":"Bills due soon","subtitle":"Next 14 days • Autopay available"},"children":[]}}
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+{"op":"add","path":"/elements/billAmountBlock","value":{"type":"Badge","props":{"text":{"$item":"amount"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..4e709dd08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,139 @@
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+{"op":"add","path":"/state/followerTotalDisplay","value":"842,500"}
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+{"op":"add","path":"/state/engagementRate","value":"6.2"}
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+{"op":"add","path":"/elements/bestHourSub","value":{"type":"TextContent","props":{"text":"Peak engagement 7.8% • Tuesdays & Thursdays perform best","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/bestHourSeries","value":{"type":"Series","props":{"category":"Engagement","values":{"$state":"/hourValues"}},"children":[]}}
+{"op":"add","path":"/elements/bestHourFootnote","value":{"type":"Callout","props":{"variant":"success","title":"Tip","description":"Schedule high-effort Reels/TikToks in this window for +32% reach."},"children":[]}}
+{"op":"add","path":"/state/hourLabels","value":["6AM","9AM","12PM","3PM","6PM","8PM","10PM"]}
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+{"op":"add","path":"/elements/bestPostsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bestPostsHeader","bestPostsTable"]}}
+{"op":"add","path":"/elements/bestPostsHeader","value":{"type":"CardHeader","props":{"title":"Best posts this month","subtitle":"Ranked by reach — tap to view"},"children":[]}}
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+{"op":"add","path":"/elements/colPost","value":{"type":"Col","props":{"label":"Post","data":{"$state":"/bestPostTitles"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/scheduledPosts/3","value":{"id":"s4","caption":"X Thread: Creator burnout is real","platform":"X","timeLabel":"9:00 AM EST","day":"Thu • May 22","status":"Draft"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r2.txt
new file mode 100644
index 000000000..5ba9bccc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r2.txt
@@ -0,0 +1,134 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..13b7b220f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,142 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..5c76e28e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,143 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..4174f2dd4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,117 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..93ae3865a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,169 @@
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+{"op":"add","path":"/state/dischargeReady","value":[]}
+{"op":"add","path":"/state/dischargeReady/0","value":{"id":"d1","name":"Linda Park — MRN 42108","unit":"Med-Surg","bed":"22","status":"Cleared, Rx ready","attending":"Al-Hadi","eta":"Today 15:00"}}
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+{"op":"add","path":"/elements/orHeader","value":{"type":"CardHeader","props":{"title":"OR Bookings Today","subtitle":"May 13 • 6 cases • 3 rooms"},"children":[]}}
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+{"op":"add","path":"/elements/transFieldToControl","value":{"type":"FormControl","props":{"label":"To","input":"transToSelect"},"children":[]}}
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+{"op":"add","path":"/elements/transToOpt1","value":{"type":"SelectItem","props":{"value":"ICU","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/transToOpt2","value":{"type":"SelectItem","props":{"value":"Med-Surg","label":"Med-Surg"},"children":[]}}
+{"op":"add","path":"/elements/transToOpt3","value":{"type":"SelectItem","props":{"value":"Stepdown","label":"Stepdown"},"children":[]}}
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+{"op":"add","path":"/elements/transFieldUrgencyControl","value":{"type":"FormControl","props":{"label":"Urgency","input":"transUrgencySelect"},"children":[]}}
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+{"op":"add","path":"/elements/transUrgOpt1","value":{"type":"SelectItem","props":{"value":"routine","label":"Routine (<24h)"},"children":[]}}
+{"op":"add","path":"/elements/transUrgOpt2","value":{"type":"SelectItem","props":{"value":"urgent","label":"Urgent (<4h)"},"children":[]}}
+{"op":"add","path":"/elements/transUrgOpt3","value":{"type":"SelectItem","props":{"value":"stat","label":"STAT (<1h)"},"children":[]}}
+{"op":"add","path":"/elements/transFieldReasonControl","value":{"type":"FormControl","props":{"label":"Reason / Clinical Notes","input":"transReasonInput"},"children":[]}}
+{"op":"add","path":"/elements/transReasonInput","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"e.g., Requires ICU-level monitoring, bed request...","rows":2},"children":[]}}
+{"op":"add","path":"/elements/transferButtons","value":{"type":"Buttons","props":{"buttons":["transferSubmitBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transferSubmitBtn","value":{"type":"Button","props":{"label":"Request Transfer","variant":"primary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/transferHint","value":{"type":"TextContent","props":{"text":"Transfers route to Bed Management. STAT requests page charge nurse automatically.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..2d313c451
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,162 @@
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+{"op":"add","path":"/elements/datePicker","value":{"type":"DatePicker","props":{"name":"selectedDate","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
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+{"op":"add","path":"/state/selectedDate","value":"2026-05-13"}
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+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"c3","name":"R. Okonkwo","bed":"SDU-03","dept":"Step-down","acuity":"HIGH","age":71,"sex":"M","diagnosis":"COPD exacerbation","alert":"BiPAP, SpO2 88% on 6L"}}
+{"op":"add","path":"/state/criticalPatients/3","value":{"id":"c4","name":"J. Smith","bed":"ICU-11","dept":"ICU","acuity":"CRITICAL","age":45,"sex":"F","diagnosis":"Intracranial hemorrhage","alert":"Neuro checks q15, ICP 22"}}
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+{"op":"add","path":"/elements/dischargeHeader","value":{"type":"CardHeader","props":{"title":"Ready for Discharge","subtitle":"9 patients cleared • Awaiting transport / paperwork"},"children":[]}}
+{"op":"add","path":"/elements/dischargeTable","value":{"type":"Table","props":{"columns":["dischargePatientCol","dischargeDeptCol","dischargeBedCol","dischargeStatusCol"]},"children":[]}}
+{"op":"add","path":"/elements/dischargePatientCol","value":{"type":"Col","props":{"label":"Patient","data":{"$state":"/dischargePatients"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/dischargeBedCol","value":{"type":"Col","props":{"label":"Bed","data":{"$state":"/dischargeBeds"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/orHeader","value":{"type":"CardHeader","props":{"title":"Today's OR Bookings","subtitle":"May 13 • 8 cases • 4 rooms"},"children":[]}}
+{"op":"add","path":"/elements/orTable","value":{"type":"Table","props":{"columns":["orTimeCol","orRoomCol","orProcedureCol","orSurgeonCol","orStatusCol"]},"children":[]}}
+{"op":"add","path":"/elements/orTimeCol","value":{"type":"Col","props":{"label":"Time","data":{"$state":"/orTimes"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/orRoomCol","value":{"type":"Col","props":{"label":"Room","data":{"$state":"/orRooms"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/orProcedureCol","value":{"type":"Col","props":{"label":"Procedure","data":{"$state":"/orProcedures"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/orSurgeonCol","value":{"type":"Col","props":{"label":"Surgeon","data":{"$state":"/orSurgeons"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/orStatusCol","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/orStatuses"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/suppliesHeader","value":{"type":"CardHeader","props":{"title":"Supplies Running Low","subtitle":"Below par level • Reorder threshold flagged"},"children":[]}}
+{"op":"add","path":"/elements/suppliesTable","value":{"type":"Table","props":{"columns":["suppliesItemCol","suppliesStockCol","suppliesThresholdCol","suppliesLevelCol"]},"children":[]}}
+{"op":"add","path":"/elements/suppliesItemCol","value":{"type":"Col","props":{"label":"Item","data":{"$state":"/suppliesItems"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/suppliesStockCol","value":{"type":"Col","props":{"label":"On Hand","data":{"$state":"/suppliesStock"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/suppliesThresholdCol","value":{"type":"Col","props":{"label":"Par Level","data":{"$state":"/suppliesPar"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/suppliesLevelCol","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/suppliesLevels"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/dischargeBeds","value":["3N-214","C-108","O-312","P-205"]}
+{"op":"add","path":"/state/dischargeStatuses","value":["Paperwork pending","Awaiting ride","Meds reconciled","Discharge 14:00"]}
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+{"op":"add","path":"/state/orRooms","value":["OR-1","OR-2","OR-3","OR-1","OR-4"]}
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+{"op":"add","path":"/state/orSurgeons","value":["Dr. Alvarez","Dr. Chen","Dr. Okafor","Dr. Reid","Dr. Torres"]}
+{"op":"add","path":"/state/orStatuses","value":["In Progress","Ready","Scheduled","Scheduled","On Call"]}
+{"op":"add","path":"/state/suppliesItems","value":["Type O- Blood","0.9% Saline 1L","N95 Masks","Propofol 20mL","Sterile Gloves L"]}
+{"op":"add","path":"/state/suppliesStock","value":["3 units","8 bags","42 units","11 vials","18 pairs"]}
+{"op":"add","path":"/state/suppliesPar","value":["20 units","50 bags","200 units","40 vials","100 pairs"]}
+{"op":"add","path":"/state/suppliesLevels","value":["CRITICAL","CRITICAL","LOW","LOW","LOW"]}
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+{"op":"add","path":"/elements/incidentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidentHeader","incidentForm"]}}
+{"op":"add","path":"/elements/incidentHeader","value":{"type":"CardHeader","props":{"title":"File an Incident","subtitle":"Safety, quality, or equipment event"},"children":[]}}
+{"op":"add","path":"/elements/incidentForm","value":{"type":"Form","props":{"name":"incidentForm","buttons":"incidentButtons","fields":["incidentTypeControl","incidentLocationControl","incidentDescControl"]},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeControl","value":{"type":"FormControl","props":{"label":"Incident type","input":"incidentTypeSelect"},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeSelect","value":{"type":"Select","props":{"name":"incidentType","items":["incidentTypeFall","incidentTypeMed","incidentTypeEquip","incidentTypeOther"],"placeholder":"Select type","value":{"$bindState":"/incidentForm/type"}},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeFall","value":{"type":"SelectItem","props":{"value":"Fall","label":"Patient Fall"},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeMed","value":{"type":"SelectItem","props":{"value":"Med Error","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeEquip","value":{"type":"SelectItem","props":{"value":"Equipment","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeOther","value":{"type":"SelectItem","props":{"value":"Other","label":"Other / Near Miss"},"children":[]}}
+{"op":"add","path":"/elements/incidentLocationControl","value":{"type":"FormControl","props":{"label":"Location / Bed","hint":"e.g., ER-12 or 3N-214","input":"incidentLocationInput"},"children":[]}}
+{"op":"add","path":"/elements/incidentLocationInput","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"Unit and bed","value":{"$bindState":"/incidentForm/location"}},"children":[]}}
+{"op":"add","path":"/elements/incidentDescControl","value":{"type":"FormControl","props":{"label":"Description","input":"incidentDescArea"},"children":[]}}
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+{"op":"add","path":"/elements/incidentButtons","value":{"type":"Buttons","props":{"buttons":["incidentSubmitBtn","incidentClearBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incidentSubmitBtn","value":{"type":"Button","props":{"label":"Submit Incident","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentStatus","value":"Incident logged — ID INC-2026-1847"}}},"children":[]}}
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+{"op":"add","path":"/elements/transferHeader","value":{"type":"CardHeader","props":{"title":"Request Patient Transfer","subtitle":"Inter-department or inter-facility"},"children":[]}}
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+{"op":"add","path":"/elements/transferPatientControl","value":{"type":"FormControl","props":{"label":"Patient","input":"transferPatientSelect"},"children":[]}}
+{"op":"add","path":"/elements/transferPatientSelect","value":{"type":"Select","props":{"name":"transferPatient","items":["tp1","tp2","tp3","tp4"],"placeholder":"Select patient","value":{"$bindState":"/transferForm/patient"}},"children":[]}}
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+{"op":"add","path":"/elements/tp3","value":{"type":"SelectItem","props":{"value":"D. Foster - 3N-214","label":"D. Foster — 3N-214 (Ready DC)"},"children":[]}}
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+{"op":"add","path":"/elements/transferFromSelect","value":{"type":"Select","props":{"name":"transferFrom","items":["tfEr","tfIcu","tfSdu","tfMed"],"placeholder":"Current unit","value":{"$bindState":"/transferForm/fromDept"}},"children":[]}}
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+{"op":"add","path":"/elements/tfIcu","value":{"type":"SelectItem","props":{"value":"ICU","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/tfSdu","value":{"type":"SelectItem","props":{"value":"Step-down","label":"Step-down"},"children":[]}}
+{"op":"add","path":"/elements/tfMed","value":{"type":"SelectItem","props":{"value":"Med-Surg","label":"Med-Surg"},"children":[]}}
+{"op":"add","path":"/elements/transferToControl","value":{"type":"FormControl","props":{"label":"To","input":"transferToSelect"},"children":[]}}
+{"op":"add","path":"/elements/transferToSelect","value":{"type":"Select","props":{"name":"transferTo","items":["ttIcu","ttSdu","ttMed","ttCath"],"placeholder":"Destination","value":{"$bindState":"/transferForm/toDept"}},"children":[]}}
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+{"op":"add","path":"/elements/ttSdu","value":{"type":"SelectItem","props":{"value":"Step-down","label":"Step-down"},"children":[]}}
+{"op":"add","path":"/elements/ttMed","value":{"type":"SelectItem","props":{"value":"Med-Surg","label":"Med-Surg"},"children":[]}}
+{"op":"add","path":"/elements/ttCath","value":{"type":"SelectItem","props":{"value":"Cath Lab","label":"Cath Lab"},"children":[]}}
+{"op":"add","path":"/elements/transferPriorityControl","value":{"type":"FormControl","props":{"label":"Priority","input":"transferPrioritySelect"},"children":[]}}
+{"op":"add","path":"/elements/transferPrioritySelect","value":{"type":"Select","props":{"name":"transferPriority","items":["priStat","priUrgent","priRoutine"],"placeholder":"Select priority","value":{"$bindState":"/transferForm/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priStat","value":{"type":"SelectItem","props":{"value":"STAT","label":"STAT"},"children":[]}}
+{"op":"add","path":"/elements/priUrgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/priRoutine","value":{"type":"SelectItem","props":{"value":"Routine","label":"Routine"},"children":[]}}
+{"op":"add","path":"/elements/transferReasonControl","value":{"type":"FormControl","props":{"label":"Reason","input":"transferReasonInput"},"children":[]}}
+{"op":"add","path":"/elements/transferReasonInput","value":{"type":"Input","props":{"name":"transferReason","placeholder":"e.g., Higher level of care, bed availability","value":{"$bindState":"/transferForm/reason"}},"children":[]}}
+{"op":"add","path":"/elements/transferButtons","value":{"type":"Buttons","props":{"buttons":["transferSubmitBtn","transferResetBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transferSubmitBtn","value":{"type":"Button","props":{"label":"Request Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferStatus","value":"Transfer requested — Bed management notified"}}},"children":[]}}
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+{"op":"add","path":"/elements/transferStatus","value":{"type":"TextContent","props":{"text":{"$state":"/transferStatus"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incidentForm","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/state/transferForm","value":{"patient":"","fromDept":"","toDept":"","priority":"","reason":""}}
+{"op":"add","path":"/state/incidentStatus","value":""}
+{"op":"add","path":"/state/transferStatus","value":"Select patient and destination to submit"}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..50a77820c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,167 @@
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+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","dateControlCard"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command","subtitle":"General Medical Center — Real-time command view"},"children":[]}}
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+{"op":"add","path":"/elements/viewDatePicker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single"},"children":[]}}
+{"op":"add","path":"/elements/dateHint","value":{"type":"TextContent","props":{"text":"Change date to review occupancy & schedules for any day","size":"small"},"children":[]}}
+{"op":"add","path":"/state/viewDate","value":"2026-05-18"}
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+{"op":"add","path":"/elements/kpiBed","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiBedHeader","kpiBedValue","kpiBedProgress","kpiBedSub"]}}
+{"op":"add","path":"/elements/kpiBedHeader","value":{"type":"TextContent","props":{"text":"1 — Bed Occupancy","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBedValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/occupancyPct}% occupied"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBedProgress","value":{"type":"Progress","props":{"value":87,"label":"87% of staffed beds"},"children":[]}}
+{"op":"add","path":"/elements/kpiBedSub","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/occupied} / ${/kpis/totalBeds} beds • ${/kpis/available} available • ICU ${/kpis/icuOccupancy}% "},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiER","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiERHeader","kpiERValue","kpiERSub","kpiERTag"]}}
+{"op":"add","path":"/elements/kpiERHeader","value":{"type":"TextContent","props":{"text":"2 — Current ER Wait","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiERValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/erWait} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiERSub","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/erQueue} patients waiting • ${/kpis/erTriage} triaged • Longest wait ${/kpis/erLongest} min"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiAdmissions","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiAdmHeader","kpiAdmValue","kpiAdmSub"]}}
+{"op":"add","path":"/elements/kpiAdmHeader","value":{"type":"TextContent","props":{"text":"Admissions Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAdmValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/admissionsToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiAdmSub","value":{"type":"TextContent","props":{"text":"vs 31 yesterday • +12% • 14-day avg 28","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOR","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiORHeader","kpiORValue","kpiORSub"]}}
+{"op":"add","path":"/elements/kpiORHeader","value":{"type":"TextContent","props":{"text":"OR Utilization Today","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiORSub","value":{"type":"TextContent","props":{"text":"11 of 14 rooms booked • 3 emergencies","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/deptHeader","value":{"type":"CardHeader","props":{"title":"4 — Patients per Department","subtitle":"Census by unit — current shift"},"children":[]}}
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+{"op":"add","path":"/elements/staffTable","value":{"type":"Table","props":{"columns":["staffColName","staffColRole","staffColDept","staffColStatus"]},"children":[]}}
+{"op":"add","path":"/elements/staffColName","value":{"type":"Col","props":{"label":"Name","data":["Dr. A. Sharma","Dr. L. Chen","N. Patel, RN","J. Okafor, RN","Dr. M. Rivera","S. Kim, RT","D. Alvarez, CNA","K. Thompson, RN"]},"children":[]}}
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+{"op":"add","path":"/elements/staffColDept","value":{"type":"Col","props":{"label":"Dept / Unit","data":["ED","ICU","ICU","Med-Surg","OR","ICU","ED","ED"]},"children":[]}}
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+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"N. Patel, RN","role":"Charge Nurse","dept":"ICU","status":"On Floor"}}
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+{"op":"add","path":"/state/staff/5","value":{"id":"s6","name":"S. Kim, RT","role":"Respiratory","dept":"ICU","status":"On Floor"}}
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+{"op":"add","path":"/elements/dischargeHeader","value":{"type":"CardHeader","props":{"title":"7 — Ready for Discharge","subtitle":"9 patients • Awaiting orders / transport"},"children":[]}}
+{"op":"add","path":"/elements/dischargeList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/dischargeReady","key":"id"},"children":["dischargeItem"]}}
+{"op":"add","path":"/elements/dischargeItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between","align":"center"},"children":["dischargeInfo","dischargeAction"]}}
+{"op":"add","path":"/elements/dischargeInfo","value":{"type":"TextContent","props":{"text":{"$template":"${name} • ${unit} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dischargeAction","value":{"type":"Badge","props":{"text":{"$item":"eta"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/dischargeFooter","value":{"type":"TextContent","props":{"text":"Tap badge to notify transport • 3 discharges block beds for ED admits","size":"small"},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":[]}
+{"op":"add","path":"/state/dischargeReady/0","value":{"id":"d1","name":"L. Nguyen","unit":"Med-Surg 3A","status":"Orders signed","eta":"Ready now"}}
+{"op":"add","path":"/state/dischargeReady/1","value":{"id":"d2","name":"J. Williams","unit":"Ortho 2C","status":"Awaiting pharmacy","eta":"~1 hr"}}
+{"op":"add","path":"/state/dischargeReady/2","value":{"id":"d3","name":"A. Foster","unit":"Peds 1B","status":"Parent education","eta":"~2 hrs"}}
+{"op":"add","path":"/state/dischargeReady/3","value":{"id":"d4","name":"K. Bennett","unit":"Cardiology 4A","status":"Transport pending","eta":"Ready now"}}
+{"op":"add","path":"/state/dischargeReady/4","value":{"id":"d5","name":"T. Okafor","unit":"Neurology 5B","status":"Case mgmt review","eta":"~3 hrs"}}
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+{"op":"add","path":"/elements/orHeader","value":{"type":"CardHeader","props":{"title":"8 — Today's Operating Room Bookings","subtitle":"May 18 • 11 cases • 3 rooms in use now"},"children":[]}}
+{"op":"add","path":"/elements/orTable","value":{"type":"Table","props":{"columns":["orColTime","orColRoom","orColProcedure","orColSurgeon","orColStatus"]},"children":[]}}
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+{"op":"add","path":"/elements/orColRoom","value":{"type":"Col","props":{"label":"Room","data":["OR 1","OR 2","OR 3","OR 4","OR 5","OR 1","OR 6"]},"children":[]}}
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+{"op":"add","path":"/elements/orColSurgeon","value":{"type":"Col","props":{"label":"Surgeon","data":["Dr. Rivera","Dr. Patel","Dr. Okafor","Dr. Nguyen","Dr. Smith","Dr. Rivera","Dr. Chen"]},"children":[]}}
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+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"or1","time":"07:30","room":"OR 1","procedure":"CABG","surgeon":"Dr. Rivera","status":"In Progress"}}
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+{"op":"add","path":"/elements/suppliesHeader","value":{"type":"CardHeader","props":{"title":"9 — Supplies Running Low","subtitle":"Reorder threshold breached"},"children":[]}}
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+{"op":"add","path":"/elements/suppliesBottom","value":{"type":"TextContent","props":{"text":{"$template":"Location: ${location} • Reorder: ${reorderPoint} • Vendor: ${vendor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/suppliesLow","value":[]}
+{"op":"add","path":"/state/suppliesLow/0","value":{"id":"s1","item":"Normal Saline 1L","pct":12,"remaining":"48 bags","location":"Central Supply","reorderPoint":"100 bags","vendor":"Medline","level":"CRITICAL 12%"}}
+{"op":"add","path":"/state/suppliesLow/1","value":{"id":"s2","item":"N95 Masks (3M 1860)","pct":18,"remaining":"210 units","location":"ED Store","reorderPoint":"500 units","vendor":"3M","level":"LOW 18%"}}
+{"op":"add","path":"/state/suppliesLow/2","value":{"id":"s3","item":"Propofol 20mL","pct":22,"remaining":"14 vials","location":"Pharmacy","reorderPoint":"30 vials","vendor":"Fresenius","level":"LOW 22%"}}
+{"op":"add","path":"/state/suppliesLow/3","value":{"id":"s4","item":"Surgical Gloves L","pct":25,"remaining":"6 boxes","location":"OR Core","reorderPoint":"12 boxes","vendor":"Cardinal","level":"LOW 25%"}}
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+{"op":"add","path":"/elements/incidentTypeControl","value":{"type":"FormControl","props":{"label":"Incident type","input":"incidentTypeSelect","hint":"Select category"},"children":[]}}
+{"op":"add","path":"/elements/incidentTypeSelect","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Choose type","value":{"$bindState":"/incidentForm/type"}},"children":["incidentOptFall","incidentOptMed","incidentOptEquip","incidentOptBehavior"]}}
+{"op":"add","path":"/elements/incidentOptFall","value":{"type":"SelectItem","props":{"value":"Fall","label":"Patient Fall"},"children":[]}}
+{"op":"add","path":"/elements/incidentOptMed","value":{"type":"SelectItem","props":{"value":"Medication","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/incidentOptEquip","value":{"type":"SelectItem","props":{"value":"Equipment","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/incidentOptBehavior","value":{"type":"SelectItem","props":{"value":"Behavioral","label":"Behavioral / Safety"},"children":[]}}
+{"op":"add","path":"/elements/incidentLocationControl","value":{"type":"FormControl","props":{"label":"Location / Unit","input":"incidentLocationInput"},"children":[]}}
+{"op":"add","path":"/elements/incidentLocationInput","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"e.g., ED Bay 4, ICU Bed 7","value":{"$bindState":"/incidentForm/location"}},"children":[]}}
+{"op":"add","path":"/elements/incidentSeverityControl","value":{"type":"FormControl","props":{"label":"Severity","input":"incidentSeveritySelect"},"children":[]}}
+{"op":"add","path":"/elements/incidentSeveritySelect","value":{"type":"Select","props":{"name":"incidentSeverity","placeholder":"Select severity","value":{"$bindState":"/incidentForm/severity"}},"children":["sevLow","sevMod","sevHigh"]}}
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+{"op":"add","path":"/elements/sevHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High — Harm / Near miss"},"children":[]}}
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+{"op":"add","path":"/state/incidentForm","value":{"type":"","location":"","severity":"","description":""}}
+{"op":"add","path":"/state/incidents","value":[]}
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+{"op":"add","path":"/elements/transferPatientControl","value":{"type":"FormControl","props":{"label":"Patient (MRN / Name)","input":"transferPatientInput"},"children":[]}}
+{"op":"add","path":"/elements/transferPatientInput","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g., MRN 442819 — E. Johnson","value":{"$bindState":"/transferForm/patient"}},"children":[]}}
+{"op":"add","path":"/elements/transferFromControl","value":{"type":"FormControl","props":{"label":"From","input":"transferFromSelect"},"children":[]}}
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+{"op":"add","path":"/elements/toMedSurg2","value":{"type":"SelectItem","props":{"value":"Med-Surg","label":"Med-Surg"},"children":[]}}
+{"op":"add","path":"/elements/toOther","value":{"type":"SelectItem","props":{"value":"Other Facility","label":"Other Facility"},"children":[]}}
+{"op":"add","path":"/elements/transferPriorityControl","value":{"type":"FormControl","props":{"label":"Priority","input":"transferPrioritySelect"},"children":[]}}
+{"op":"add","path":"/elements/transferPrioritySelect","value":{"type":"Select","props":{"name":"transferPriority","placeholder":"Select priority","value":{"$bindState":"/transferForm/priority"}},"children":["priStat","priUrgent","priRoutine"]}}
+{"op":"add","path":"/elements/priStat","value":{"type":"SelectItem","props":{"value":"STAT","label":"STAT — Immediate"},"children":[]}}
+{"op":"add","path":"/elements/priUrgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent — <4 hrs"},"children":[]}}
+{"op":"add","path":"/elements/priRoutine","value":{"type":"SelectItem","props":{"value":"Routine","label":"Routine"},"children":[]}}
+{"op":"add","path":"/elements/transferReasonControl","value":{"type":"FormControl","props":{"label":"Reason / Clinical notes","input":"transferReasonInput"},"children":[]}}
+{"op":"add","path":"/elements/transferReasonInput","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"e.g., Requires higher level of care, bed availability...","rows":3,"value":{"$bindState":"/transferForm/reason"}},"children":[]}}
+{"op":"add","path":"/elements/transferSubmitRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["transferStatus","transferSubmitBtn"]}}
+{"op":"add","path":"/elements/transferStatus","value":{"type":"TextContent","props":{"text":{"$template":"${/transferForm/patient} : ${/transferForm/from} → ${/transferForm/to} (${/transferForm/priority})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transferSubmitBtn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patient":{"$state":"/transferForm/patient"},"from":{"$state":"/transferForm/from"},"to":{"$state":"/transferForm/to"},"priority":{"$state":"/transferForm/priority"},"reason":{"$state":"/transferForm/reason"}},"clearStatePath":"/transferForm"}}},"children":[]}}
+{"op":"add","path":"/state/transferForm","value":{"patient":"","from":"","to":"","priority":"","reason":""}}
+{"op":"add","path":"/state/transfers","value":[]}
+{"op":"add","path":"/elements/actionsHint","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["actionsHintTitle","actionsHintText"]}}
+{"op":"add","path":"/elements/actionsHintTitle","value":{"type":"TextContent","props":{"text":"Command Actions","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/actionsHintText","value":{"type":"TextContent","props":{"text":"11 — Use date picker in header to view another day. All KPIs, OR bookings and census update to selected date.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/followUpBlock","value":{"type":"FollowUpBlock","props":{},"children":["fu1","fu2","fu3"]}}
+{"op":"add","path":"/elements/fu1","value":{"type":"FollowUpItem","props":{"text":"Show ICU-only bed breakdown"},"children":[]}}
+{"op":"add","path":"/elements/fu2","value":{"type":"FollowUpItem","props":{"text":"Notify environmental services for discharge cleans"},"children":[]}}
+{"op":"add","path":"/elements/fu3","value":{"type":"FollowUpItem","props":{"text":"Export today's OR schedule as PDF"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..53d2b6833
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,149 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["headerTop","controlsRow"]}}
+{"op":"add","path":"/elements/headerTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["headingGroup","exportBtn"]}}
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+{"op":"add","path":"/elements/headingTitle","value":{"type":"Heading","props":{"text":"Portfolio Review — PMO","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headingSubtitle","value":{"type":"TextContent","props":{"text":"Q3 2026  •  5 active programs  •  Last refreshed Aug 18, 2026 09:00 UTC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between"},"children":["quarterControl","controlsHint"]}}
+{"op":"add","path":"/elements/quarterControl","value":{"type":"FormControl","props":{"label":"Review period","input":"quarterSelect","hint":"Switch quarter to re-load portfolio snapshot"},"children":[]}}
+{"op":"add","path":"/elements/quarterSelect","value":{"type":"Select","props":{"name":"quarter","items":["q1Item","q2Item","q3Item","q4Item"],"value":{"$bindState":"/selectedQuarter"},"placeholder":"Select quarter"},"children":[]}}
+{"op":"add","path":"/elements/q1Item","value":{"type":"SelectItem","props":{"value":"Q1 2026","label":"Q1 2026 — Jan-Mar"},"children":[]}}
+{"op":"add","path":"/elements/q2Item","value":{"type":"SelectItem","props":{"value":"Q2 2026","label":"Q2 2026 — Apr-Jun"},"children":[]}}
+{"op":"add","path":"/elements/q3Item","value":{"type":"SelectItem","props":{"value":"Q3 2026","label":"Q3 2026 — Jul-Sep"},"children":[]}}
+{"op":"add","path":"/elements/q4Item","value":{"type":"SelectItem","props":{"value":"Q4 2026","label":"Q4 2026 — Oct-Dec"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q3 2026"}
+{"op":"add","path":"/elements/controlsHint","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedQuarter} • 5 active projects"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exportBtn","value":{"type":"Button","props":{"label":"Export review (PDF)","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/healthSummaryCard","value":{"type":"Callout","props":{"variant":"info","title":"Portfolio health — Amber","description":{"$state":"/portfolioHealthSummary"}},"children":[]}}
+{"op":"add","path":"/state/portfolioHealthSummary","value":"Overall Amber: 3/5 projects on track, 1 at risk (Helios) and 2 watch-list; budget 71% consumed vs 75% timeline elapsed, delivery velocity trending up but 3 overdue milestones need attention."}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiActive","kpiBudget","kpiOverdue","kpiBlocked"]}}
+{"op":"add","path":"/elements/kpiActive","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiActiveLabel","kpiActiveValue"]}}
+{"op":"add","path":"/elements/kpiActiveLabel","value":{"type":"TextContent","props":{"text":"Active projects","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiBudgetValue","value":{"type":"TextContent","props":{"text":"$2.84M / $4.0M (71%)","size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiOverdueLabel","value":{"type":"TextContent","props":{"text":"Overdue milestones","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOverdueValue","value":{"type":"TextContent","props":{"text":"3 overdue • 4 due in next 14 days","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBlocked","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiBlockedLabel","kpiBlockedValue"]}}
+{"op":"add","path":"/elements/kpiBlockedLabel","value":{"type":"TextContent","props":{"text":"Blocked work items","size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..82bcb70f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r2.txt
@@ -0,0 +1,154 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..32ca3eddd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,159 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..ee10a0517
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,124 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..950f40309
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r1.txt
@@ -0,0 +1,141 @@
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+{"op":"add","path":"/state/plants","value":[]}
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+{"op":"add","path":"/state/plants/3","value":{"type":"Card","props":{},"children":[]}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Whitelee Solar","fuel":"Solar","region":"West","output":980,"capacity":1200,"util":82,"status":"Online"}}
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+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","plant":"Seabank CCGT","region":"South","cause":"Turbine trip","since":"13:41 UTC","affectedMW":420,"eta":"18:00 UTC"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","plant":"Grain Connector 400kV","region":"East","cause":"Line fault — lightning","since":"12:09 UTC","affectedMW":1100,"eta":"20:30 UTC"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","plant":"Cruachan Hydro","region":"North","cause":"Planned isolation overrun","since":"09:00 UTC","affectedMW":430,"eta":"16:00 UTC"}}
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+{"op":"add","path":"/elements/maintenanceCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maintenanceCardHeader","maintenanceList","maintenanceFooter"]}}
+{"op":"add","path":"/elements/maintenanceCardHeader","value":{"type":"CardHeader","props":{"title":"8 — Maintenance Planned This Month","subtitle":"August 2026 • 4 scheduled windows"},"children":[]}}
+{"op":"add","path":"/elements/maintenanceList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenanceRow"]}}
+{"op":"add","path":"/elements/maintenanceRow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["maintTitle","maintSchedule","maintStatusTag"]}}
+{"op":"add","path":"/elements/maintTitle","value":{"type":"TextContent","props":{"text":{"$template":"${title}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintSchedule","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${region} • ${window}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintStatusTag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/maintenanceFooter","value":{"type":"TextContent","props":{"text":"Next window: 22 Aug — Hinkley refuel outage (48h). No impact to peak capacity.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
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+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","title":"Hinkley Point C — Refuelling outage","date":"22–24 Aug","region":"South","window":"00:00–23:59 UTC","status":"Critical"}}
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+{"op":"add","path":"/elements/alertsCardHeader","value":{"type":"CardHeader","props":{"title":"9 — Live Alerts","subtitle":"Streaming • Auto-dismiss in 3s for info"},"children":[]}}
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+{"op":"add","path":"/elements/alertsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alertRow"]}}
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+{"op":"add","path":"/state/newAlertText","value":""}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","variant":"error","title":"Frequency dip 49.87 Hz — North","description":"Auto-response triggered: 120 MW reserve dispatched","time":"14:31:12 UTC"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","variant":"warning","title":"Line loading 94% — EC-4 East corridor","description":"Dynamic rating reduced due to high ambient temp","time":"14:28:44 UTC"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","variant":"info","title":"Wind ramp +420 MW in last 15 min","description":"Forecast updated — curtailment risk lowered","time":"14:25:03 UTC"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a4","variant":"success","title":"Reserve restored — 850 MW available","description":"Dinorwig returned to standby after test","time":"14:18:22 UTC"}}
+{"op":"add","path":"/elements/curtailmentCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["curtailmentHeader","curtailmentFormRow","curtailmentLog"]}}
+{"op":"add","path":"/elements/curtailmentHeader","value":{"type":"CardHeader","props":{"title":"11 — Order Curtailment","subtitle":"Issue dispatch instruction • Requires region focus + MW amount"},"children":[]}}
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+{"op":"add","path":"/elements/curtailRegionControl","value":{"type":"FormControl","props":{"label":"Target Region (10)","input":"curtailRegionSelect","hint":"Uses focus selector above"},"children":[]}}
+{"op":"add","path":"/elements/curtailRegionSelect","value":{"type":"Select","props":{"name":"curtailRegion","placeholder":"Choose region","value":{"$bindState":"/curtailment/region"},"items":["curt-r-north","curt-r-south","curt-r-east","curt-r-west","curt-r-central"]},"children":[]}}
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+{"op":"add","path":"/elements/curt-r-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/curt-r-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curtailAmountControl","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW)","input":"curtailAmountSlider","hint":"Slide 0–500 MW"},"children":[]}}
+{"op":"add","path":"/elements/curtailAmountSlider","value":{"type":"Slider","props":{"name":"curtailAmount","variant":"discrete","min":0,"max":500,"step":10,"value":{"$bindState":"/curtailment/amount"},"label":"MW"},"children":[]}}
+{"op":"add","path":"/elements/curtailReasonControl","value":{"type":"FormControl","props":{"label":"Reason / Instruction","input":"curtailReasonInput","hint":"Logged to audit trail"},"children":[]}}
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+{"op":"add","path":"/elements/curtailActionCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["curtailSubmitBtn","curtailStatus"]}}
+{"op":"add","path":"/elements/curtailSubmitBtn","value":{"type":"Button","props":{"label":"Issue Curtailment Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/curtailmentLog","value":{"id":"$id","region":{"$state":"/curtailment/region"},"amount":{"$state":"/curtailment/amount"},"reason":{"$state":"/curtailment/reason"},"time":"14:32 UTC"}}}},"children":[]}}
+{"op":"add","path":"/elements/curtailStatus","value":{"type":"TextCallout","props":{"variant":"info","title":"Ready to dispatch","description":{"$template":"Target: ${/curtailment/region} • ${/curtailment/amount} MW • ${/curtailment/reason}"}},"children":[]}}
+{"op":"add","path":"/elements/curtailmentLog","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["curtailLogHeader","curtailLogList","curtailLogEmpty"]}}
+{"op":"add","path":"/elements/curtailLogHeader","value":{"type":"TextContent","props":{"text":"Recent Curtailment Orders","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/curtailLogList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/curtailmentLog","key":"id"},"children":["curtailLogRow"]}}
+{"op":"add","path":"/elements/curtailLogRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["curtailLogText","curtailLogTime"]}}
+{"op":"add","path":"/elements/curtailLogText","value":{"type":"TextContent","props":{"text":{"$template":"${region} — ${amount} MW — ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/curtailLogTime","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/curtailLogEmpty","value":{"type":"TextContent","props":{"text":"No orders yet — use controls above to dispatch.","size":"small"},"visible":{"$state":"/curtailmentLog","not":true},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"North","amount":[150],"reason":"Congestion — North-South corridor"}}
+{"op":"add","path":"/state/curtailmentLog","value":[]}
+{"op":"add","path":"/state/curtailmentLog/0","value":{"id":"c1","region":"North","amount":[120],"reason":"Wind curtailment — high loading EC-4","time":"13:55 UTC"}}
+{"op":"add","path":"/state/curtailmentLog/1","value":{"id":"c2","region":"East","amount":[80],"reason":"Voltage constraint — reduce export","time":"12:40 UTC"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..8f2a0d587
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r2.txt
@@ -0,0 +1,143 @@
+{"op":"add","path":"/root","value":"console"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["consoleHeading","consoleSub"]}}
+{"op":"add","path":"/elements/consoleHeading","value":{"type":"Heading","props":{"text":"National Grid Operations — Live Console","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/consoleSub","value":{"type":"TextContent","props":{"text":"System frequency 50.02 Hz  •  Updated 2s ago  •  Operator: J. Mercer","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["regionLabel","regionSelect","liveBadge"]}}
+{"op":"add","path":"/elements/regionLabel","value":{"type":"TextContent","props":{"text":"Focus region:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","items":["regionOptAll","regionOptNorth","regionOptSouth","regionOptEast","regionOptWest","regionOptCentral"],"value":{"$bindState":"/selectedRegion"},"placeholder":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/regionOptAll","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/regionOptNorth","value":{"type":"SelectItem","props":{"value":"North","label":"North — Scotland & NE"},"children":[]}}
+{"op":"add","path":"/elements/regionOptSouth","value":{"type":"SelectItem","props":{"value":"South","label":"South — London & SE"},"children":[]}}
+{"op":"add","path":"/elements/regionOptEast","value":{"type":"SelectItem","props":{"value":"East","label":"East — Anglia & Midlands"},"children":[]}}
+{"op":"add","path":"/elements/regionOptWest","value":{"type":"SelectItem","props":{"value":"West","label":"West — Wales & SW"},"children":[]}}
+{"op":"add","path":"/elements/regionOptCentral","value":{"type":"SelectItem","props":{"value":"Central","label":"Central — System Reserve"},"children":[]}}
+{"op":"add","path":"/elements/liveBadge","value":{"type":"Badge","props":{"text":"● LIVE","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["loadCard","capacityCard","priceCard","emissionsCard"]}}
+{"op":"add","path":"/elements/loadCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["loadHeader","loadValue","loadSub","loadTrend"]}}
+{"op":"add","path":"/elements/loadHeader","value":{"type":"CardHeader","props":{"title":"Current Load","subtitle":"1 — Real-time demand"},"children":[]}}
+{"op":"add","path":"/elements/loadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} MW"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/loadTrend","value":{"type":"TagBlock","props":{"tags":["▲ +124 MW vs 15m ago","Frequency stable"]},"children":[]}}
+{"op":"add","path":"/elements/capacityCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["capacityHeader","capacityProgress","capacityText","capacityAlert"]}}
+{"op":"add","path":"/elements/capacityHeader","value":{"type":"CardHeader","props":{"title":"Capacity Headroom","subtitle":"2 — Closeness to limit"},"children":[]}}
+{"op":"add","path":"/elements/capacityProgress","value":{"type":"Progress","props":{"value":{"$state":"/capacityPercent"},"label":"Utilization"},"children":[]}}
+{"op":"add","path":"/elements/capacityText","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} / ${/capacity} MW • ${/capacityPercent}% utilized • 653 MW headroom"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/capacityAlert","value":{"type":"Callout","props":{"variant":"warning","title":"Amber threshold (80%) exceeded","description":"Consider curtailment or reserve dispatch if forecast exceeds 3,200 MW."},"children":[]}}
+{"op":"add","path":"/elements/priceCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["priceHeader","priceValue","priceSub","priceTag"]}}
+{"op":"add","path":"/elements/priceHeader","value":{"type":"CardHeader","props":{"title":"System Price","subtitle":"7 — Spot price per MWh"},"children":[]}}
+{"op":"add","path":"/elements/priceValue","value":{"type":"TextContent","props":{"text":{"$template":"£${/price} / MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/priceSub","value":{"type":"TextContent","props":{"text":"Day-ahead avg £81.20 • Intraday +7.6%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/priceTag","value":{"type":"Tag","props":{"text":"Peak pricing 17:00-20:00","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/emissionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["emissionsHeader","emissionsValue","emissionsSub","emissionsProgress"]}}
+{"op":"add","path":"/elements/emissionsHeader","value":{"type":"CardHeader","props":{"title":"Emissions Today","subtitle":"12 — Carbon intensity"},"children":[]}}
+{"op":"add","path":"/elements/emissionsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/emissions} tCO₂"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissionsSub","value":{"type":"TextContent","props":{"text":"182 gCO₂/kWh • 14% below weekly avg","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emissionsProgress","value":{"type":"Progress","props":{"value":62,"label":"vs daily budget 2,010 t"},"children":[]}}
+{"op":"add","path":"/state/currentLoad","value":2847}
+{"op":"add","path":"/state/capacity","value":3500}
+{"op":"add","path":"/state/capacityPercent","value":81}
+{"op":"add","path":"/state/price","value":87.42}
+{"op":"add","path":"/state/emissions","value":1248}
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+{"op":"add","path":"/elements/genCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["genHeader","genPie","genLegend","genNote"]}}
+{"op":"add","path":"/elements/genHeader","value":{"type":"CardHeader","props":{"title":"Generation Split","subtitle":"3 — By source (2,847 MW total)"},"children":[]}}
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+{"op":"add","path":"/elements/forecastHeader","value":{"type":"CardHeader","props":{"title":"Demand Forecast — Next 24 Hours","subtitle":"6 — Predicted load vs available capacity"},"children":[]}}
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+{"op":"add","path":"/elements/forecastSeriesDemand","value":{"type":"Series","props":{"category":"Forecast Demand","values":[2100,1950,2450,2847,3100,2950,2600]},"children":[]}}
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+{"op":"add","path":"/elements/forecastCallout","value":{"type":"TextCallout","props":{"variant":"warning","title":"Peak risk 18:00-19:30","description":"Forecast 3,100 MW approaches 89% capacity. Pre-arm curtailment for West region."},"children":[]}}
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+{"op":"add","path":"/elements/plantsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plantsHeader","plantsFilterNote","plantsList"]}}
+{"op":"add","path":"/elements/plantsHeader","value":{"type":"CardHeader","props":{"title":"Plants — Output & Status","subtitle":"4 — All registered units (filtered by region)"},"children":[]}}
+{"op":"add","path":"/elements/plantsFilterNote","value":{"type":"TextContent","props":{"text":{"$template":"Showing plants for: ${/selectedRegion} • 6 units • Total 2,847 MW"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/curtailHistLeft","value":{"type":"TextContent","props":{"text":{"$template":"${plant} • ${reason} • ${region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/curtailHistAmt","value":{"type":"Badge","props":{"text":{"$template":"${amount} MW"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/curtailConfirm","value":{"type":"Callout","props":{"variant":"success","title":"Order queued","description":"Curtailment instruction sent to SCADA. Awaiting acknowledgement."},"visible":{"$state":"/curtailments","gt":0},"children":[]}}
+{"op":"add","path":"/state/curtailPlant","value":""}
+{"op":"add","path":"/state/curtailAmount","value":[50]}
+{"op":"add","path":"/state/curtailReason","value":""}
+{"op":"add","path":"/state/curtailments","value":[]}
+{"op":"add","path":"/state/curtailments/0","value":{"id":"c1","plant":"Severn Gas Peaker","amount":[80],"reason":"Thermal constraint N1","region":"North","time":"13:22"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..f10c106fc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r3.txt
@@ -0,0 +1,121 @@
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+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Live SCADA • 14:42 UTC • Frequency 50.02 Hz • System Stable","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/regionOptEast","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/regionOptWest","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/regionOptCentral","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All"}
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+{"op":"add","path":"/elements/curtailmentRegionSelect","value":{"type":"Select","props":{"name":"curtailRegion","value":{"$bindState":"/curtailment/region"},"items":["cRegNorth","cRegSouth","cRegEast","cRegWest","cRegCentral"],"placeholder":"Select region"},"children":[]}}
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+{"op":"add","path":"/elements/cRegSouth","value":{"type":"SelectItem","props":{"value":"South","label":"South - Coastal Grid"},"children":[]}}
+{"op":"add","path":"/elements/cRegEast","value":{"type":"SelectItem","props":{"value":"East","label":"East - Metro"},"children":[]}}
+{"op":"add","path":"/elements/cRegWest","value":{"type":"SelectItem","props":{"value":"West","label":"West - Wind Corridor"},"children":[]}}
+{"op":"add","path":"/elements/cRegCentral","value":{"type":"SelectItem","props":{"value":"Central","label":"Central - Capital"},"children":[]}}
+{"op":"add","path":"/elements/curtailmentAmountControl","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW)","input":"curtailmentSlider","hint":"Max 500 MW per instruction"},"children":[]}}
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+{"op":"add","path":"/elements/curtailmentReasonControl","value":{"type":"FormControl","props":{"label":"Reason / Instruction","input":"curtailmentReasonInput"},"children":[]}}
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+{"op":"add","path":"/state/curtailment","value":{"region":"North","amount":[150],"reason":"Prevent N-1 overload on 400kV line"}}
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+{"op":"add","path":"/elements/kpiCapacityLabel","value":{"type":"TextContent","props":{"text":"2. CAPACITY HEADROOM","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/genCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["genHeader","genPie","genLegend","genStack"]}}
+{"op":"add","path":"/elements/genHeader","value":{"type":"CardHeader","props":{"title":"3. Generation Split by Source","subtitle":"Total 42,850 MW • Live SCADA"},"children":[]}}
+{"op":"add","path":"/elements/genPie","value":{"type":"PieChart","props":{"labels":{"$state":"/generationLabels"},"values":{"$state":"/generationValues"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/genLegend","value":{"type":"TagBlock","props":{"tags":["Gas 38% • 16,283 MW","Wind 24% • 10,284 MW","Solar 15% • 6,428 MW","Nuclear 12% • 5,142 MW","Hydro 7% • 2,999 MW","Coal 4% • 1,714 MW"]},"children":[]}}
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+{"op":"add","path":"/state/generationLabels","value":["Gas","Wind","Solar","Nuclear","Hydro","Coal"]}
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+{"op":"add","path":"/elements/forecastHeader","value":{"type":"CardHeader","props":{"title":"6. Demand Forecast — Next 24 Hours","subtitle":"Model: ML-Ensemble v4.2 • Confidence 92%"},"children":[]}}
+{"op":"add","path":"/elements/forecastChart","value":{"type":"AreaChart","props":{"labels":{"$state":"/forecastLabels"},"series":["forecastSeries"],"variant":"natural","xLabel":"Hour","yLabel":"MW"},"children":[]}}
+{"op":"add","path":"/elements/forecastSeries","value":{"type":"Series","props":{"category":"Demand (MW)","values":{"$state":"/forecastValues"}},"children":[]}}
+{"op":"add","path":"/elements/forecastNote","value":{"type":"TextContent","props":{"text":"Peak forecast 48,200 MW at 18:00 • Reserve margin 6,800 MW • Region focus: All Regions","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/plantsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plantsHeader","plantsTable","plantsFilterNote"]}}
+{"op":"add","path":"/elements/plantsHeader","value":{"type":"CardHeader","props":{"title":"4. Plants — Output & Status","subtitle":"8 units • 42,850 MW dispatched"},"children":[]}}
+{"op":"add","path":"/elements/plantsTable","value":{"type":"Table","props":{"columns":["colPlant","colSource","colOutput","colStatus","colRegion"]},"children":[]}}
+{"op":"add","path":"/elements/colPlant","value":{"type":"Col","props":{"label":"Plant","type":"string","data":["Hinkley Point B","Humber Gas CCGT","Hornsea Wind Farm","Draxton Solar Park","Dinorwig Hydro","Ratcliffe Coal","Severn Wind","Pembroke CCGT"]},"children":[]}}
+{"op":"add","path":"/elements/colSource","value":{"type":"Col","props":{"label":"Source","type":"string","data":["Nuclear","Gas","Wind","Solar","Hydro","Coal","Wind","Gas"]},"children":[]}}
+{"op":"add","path":"/elements/colOutput","value":{"type":"Col","props":{"label":"Output (MW)","type":"string","data":["1,280 / 1,320","1,850 / 2,100","1,420 / 1,800","680 / 950","420 / 500","620 / 1,000","890 / 1,200","1,740 / 2,000"]},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","type":"string","data":["● Online","● Online","◐ Curtailed 21%","● Online","● Online","○ Offline - Maint","● Online","● Online"]},"children":[]}}
+{"op":"add","path":"/elements/colRegion","value":{"type":"Col","props":{"label":"Region","type":"string","data":["South","North","West","South","West","Central","North","South"]},"children":[]}}
+{"op":"add","path":"/elements/plantsFilterNote","value":{"type":"TextContent","props":{"text":{"$template":"Showing plants for region: ${/selectedRegion} • Use top selector to filter view"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/outagesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outagesHeader","outagesListContainer"]}}
+{"op":"add","path":"/elements/outagesHeader","value":{"type":"CardHeader","props":{"title":"5. Active Outages","subtitle":"3 unplanned • 2 planned • Affected regions highlighted"},"children":[]}}
+{"op":"add","path":"/elements/outagesListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outageItem"]}}
+{"op":"add","path":"/elements/outageItem","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["outageTitle","outageRegion","outageDetail"]}}
+{"op":"add","path":"/elements/outageTitle","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${type}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/outageRegion","value":{"type":"Tag","props":{"text":{"$template":"${region}"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/outageDetail","value":{"type":"TextContent","props":{"text":{"$template":"${detail} • Since ${since} • Est. restore ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","name":"Line 400kV NE-3","type":"Transmission Trip","region":"North","detail":"Tower 114 fault, 420 MW constrained","since":"09:14","eta":"18:00"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","name":"Ratcliffe Unit 2","type":"Forced Outage","region":"Central","detail":"Boiler tube leak, 500 MW offline","since":"04:22","eta":"Tomorrow 06:00"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","name":"Substation Bristol 132kV","type":"Planned Outage","region":"South","detail":"Busbar maintenance, 12k customers on N-1","since":"07:00","eta":"16:30"}}
+{"op":"add","path":"/state/outages/3","value":{"id":"o4","name":"Hornsea Export Cable B","type":"Derated","region":"West","detail":"Cable temp limit, 380 MW curtailed","since":"11:03","eta":"15:00"}}
+{"op":"add","path":"/elements/lowerRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["maintenanceCard","alertsCard"]}}
+{"op":"add","path":"/elements/maintenanceCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenanceHeader","maintenanceListContainer"]}}
+{"op":"add","path":"/elements/maintenanceHeader","value":{"type":"CardHeader","props":{"title":"8. Maintenance Planned This Month","subtitle":"September 2026 • 5 jobs scheduled"},"children":[]}}
+{"op":"add","path":"/elements/maintenanceListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenanceItem"]}}
+{"op":"add","path":"/elements/maintenanceItem","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["maintTitle","maintMeta","maintDesc"]}}
+{"op":"add","path":"/elements/maintTitle","value":{"type":"TextContent","props":{"text":{"$template":"${title}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintMeta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${region} • Window ${window}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintDesc","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","title":"Hinkley Turbine Inspection","date":"Sep 08-09","region":"South","window":"02:00-06:00","status":"APPROVED • 1,320 MW offline"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","title":"400kV North-South Interconnector Wash","date":"Sep 14","region":"Central","window":"09:00-17:00","status":"PENDING • 800 MW limit"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","title":"Dinorwig Pumped Storage Overhaul","date":"Sep 19-22","region":"West","window":"00:00-23:59","status":"SCHEDULED • 500 MW unavailable"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","title":"Bristol Substation Protection Upgrade","date":"Sep 26","region":"South","window":"06:00-18:00","status":"APPROVED • N-1 risk"}}
+{"op":"add","path":"/state/maintenance/4","value":{"id":"m5","title":"Hornsea Offshore Cable Survey","date":"Sep 29-30","region":"West","window":"Daylight","status":"TENTATIVE • 200 MW derate"}}
+{"op":"add","path":"/elements/alertsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alertsHeader","alertsListContainer","alertInputRow"]}}
+{"op":"add","path":"/elements/alertsHeader","value":{"type":"CardHeader","props":{"title":"9. Live Alerts","subtitle":"Streaming • Auto-append on curtailment or SCADA event"},"children":[]}}
+{"op":"add","path":"/elements/alertsListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alertItem"]}}
+{"op":"add","path":"/elements/alertItem","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["alertBadge","alertContent"]}}
+{"op":"add","path":"/elements/alertBadge","value":{"type":"Badge","props":{"text":{"$template":"${severity}"},"variant":{"$cond":{"$state":"/alerts","eq":""}," $then":"default","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/alertContent","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["alertMessage","alertMeta"]}}
+{"op":"add","path":"/elements/alertMessage","value":{"type":"TextContent","props":{"text":{"$template":"${message}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/alertMeta","value":{"type":"TextContent","props":{"text":{"$template":"${time} • ${region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alertInputRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end"},"children":["alertInputControl","alertAddBtn"]}}
+{"op":"add","path":"/elements/alertInputControl","value":{"type":"FormControl","props":{"label":"Simulate incoming alert","input":"alertInput"},"children":[]}}
+{"op":"add","path":"/elements/alertInput","value":{"type":"Input","props":{"name":"alertInput","placeholder":"e.g. Frequency dip 49.88 Hz West","value":{"$bindState":"/newAlertText"}},"children":[]}}
+{"op":"add","path":"/elements/alertAddBtn","value":{"type":"Button","props":{"label":"Inject Alert","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","time":"14:43","severity":"info","message":{"$state":"/newAlertText"},"region":{"$state":"/selectedRegion"}},"clearStatePath":"/newAlertText"}}},"children":[]}}
+{"op":"add","path":"/state/newAlertText","value":""}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","time":"14:41:22","severity":"warning","message":"Wind ramp down 420 MW in 10m — West corridor","region":"West"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","time":"14:38:05","severity":"critical","message":"Line loading 88% on NE-3 — approaching thermal limit","region":"North"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","time":"14:35:11","severity":"info","message":"Solar forecast +120 MW revision for 15:00","region":"South"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a4","time":"14:31:44","severity":"info","message":"Frequency restored to 50.02 Hz after 0.08 Hz dip","region":"Central"}}
+{"op":"add","path":"/state/alerts/4","value":{"id":"a5","time":"14:29:02","severity":"warning","message":"Demand spike +310 MW — East metro air-con load","region":"East"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..bad7ecbc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-power__r4.txt
@@ -0,0 +1,161 @@
+{"op":"add","path":"/root","value":"console"}
+{"op":"add","path":"/elements/console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","regionControlCard","metricsRow","mainGrid","plantsCard","outagesMaintenanceAlertsRow","curtailmentCard"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","headerMeta"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"National Grid Operator Console","subtitle":"Live SCADA • 50Hz • System Normal — Last sync 2s ago"},"children":[]}}
+{"op":"add","path":"/elements/headerMeta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["headerTime","headerStatus"]}}
+{"op":"add","path":"/elements/headerTime","value":{"type":"TextContent","props":{"text":"18 Aug 2026 — 14:32 UTC  •  Control Room A","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerStatus","value":{"type":"TagBlock","props":{"tags":["GRID SYNCED","AGC ACTIVE","FREQ 50.02 Hz"]},"children":[]}}
+{"op":"add","path":"/elements/regionControlCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["regionLabelWrap","regionSelect","selectedRegionDisplay"]}}
+{"op":"add","path":"/elements/regionLabelWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["regionLabel","regionHint"]}}
+{"op":"add","path":"/elements/regionLabel","value":{"type":"TextContent","props":{"text":"Regional Focus","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/regionHint","value":{"type":"TextContent","props":{"text":"Filter all telemetry by transmission zone (10)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/selectedRegion"},"items":["regionOptAll","regionOptNorth","regionOptSouth","regionOptEast","regionOptWest","regionOptCentral"]},"children":[]}}
+{"op":"add","path":"/elements/regionOptAll","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions — National View"},"children":[]}}
+{"op":"add","path":"/elements/regionOptNorth","value":{"type":"SelectItem","props":{"value":"North","label":"North (Scotland & NE)"},"children":[]}}
+{"op":"add","path":"/elements/regionOptSouth","value":{"type":"SelectItem","props":{"value":"South East","label":"South East (London & Kent)"},"children":[]}}
+{"op":"add","path":"/elements/regionOptEast","value":{"type":"SelectItem","props":{"value":"East","label":"East (Anglia)"},"children":[]}}
+{"op":"add","path":"/elements/regionOptWest","value":{"type":"SelectItem","props":{"value":"West","label":"West (Wales & SW)"},"children":[]}}
+{"op":"add","path":"/elements/regionOptCentral","value":{"type":"SelectItem","props":{"value":"Central","label":"Central (Midlands)"},"children":[]}}
+{"op":"add","path":"/elements/selectedRegionDisplay","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["selectedRegionLabel","selectedRegionBadge"]}}
+{"op":"add","path":"/elements/selectedRegionLabel","value":{"type":"TextContent","props":{"text":"FOCUSED ON","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/selectedRegionBadge","value":{"type":"TextContent","props":{"text":{"$template":"${/selectedRegion} • Live"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/metricsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metricLoad","metricCapacity","metricPrice","metricEmissions"]}}
+{"op":"add","path":"/elements/metricLoad","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricLoadTitle","metricLoadValue","metricLoadSub","metricLoadTag"]}}
+{"op":"add","path":"/elements/metricLoadTitle","value":{"type":"TextContent","props":{"text":"1. CURRENT LOAD","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadValue","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadSub","value":{"type":"TextContent","props":{"text":{"$template":"Peak today ${/peakLoad} MW at 18:30 • Base ${/baseLoad} MW"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricLoadTag","value":{"type":"Badge","props":{"text":"▲ +2.4% vs yesterday","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metricCapacity","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricCapacityTitle","metricCapacityProgress","metricCapacityText","metricCapacityCallout"]}}
+{"op":"add","path":"/elements/metricCapacityTitle","value":{"type":"TextContent","props":{"text":"2. CAPACITY HEADROOM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricCapacityProgress","value":{"type":"Progress","props":{"value":{"$state":"/capacityPct"},"label":{"$template":"${/capacityPct}% utilized"}},"children":[]}}
+{"op":"add","path":"/elements/metricCapacityText","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} / ${/capacity} MW • ${/headroom} MW remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricCapacityCallout","value":{"type":"Callout","props":{"variant":"warning","title":"75% loaded — Amber threshold","description":"Auto-alert at 85%. Reserve: 2,773 MW spinning + 1,200 MW standby."},"children":[]}}
+{"op":"add","path":"/elements/metricPrice","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricPriceTitle","metricPriceValue","metricPriceSub","metricPriceTrend"]}}
+{"op":"add","path":"/elements/metricPriceTitle","value":{"type":"TextContent","props":{"text":"7. PRICE / MWh","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricPriceValue","value":{"type":"TextContent","props":{"text":{"$template":"£${/price}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricPriceSub","value":{"type":"TextContent","props":{"text":"System marginal price • Settlement period 28","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricPriceTrend","value":{"type":"Tag","props":{"text":"▼ £4.20 vs 13:00","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metricEmissions","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metricEmissionsTitle","metricEmissionsValue","metricEmissionsSub","metricEmissionsTag"]}}
+{"op":"add","path":"/elements/metricEmissionsTitle","value":{"type":"TextContent","props":{"text":"12. EMISSIONS TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricEmissionsValue","value":{"type":"TextContent","props":{"text":{"$template":"${/emissions} tCO₂"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metricEmissionsSub","value":{"type":"TextContent","props":{"text":{"$template":"Intensity ${/carbonIntensity} g/kWh • Budget ${/emissionsBudget} t"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metricEmissionsTag","value":{"type":"Tag","props":{"text":"12% below weekly avg","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/currentLoad","value":8427}
+{"op":"add","path":"/state/capacity","value":11200}
+{"op":"add","path":"/state/capacityPct","value":75}
+{"op":"add","path":"/state/headroom","value":2773}
+{"op":"add","path":"/state/peakLoad","value":9850}
+{"op":"add","path":"/state/baseLoad","value":6200}
+{"op":"add","path":"/state/price","value":87.4}
+{"op":"add","path":"/state/emissions","value":12450}
+{"op":"add","path":"/state/carbonIntensity","value":182}
+{"op":"add","path":"/state/emissionsBudget","value":18500}
+{"op":"add","path":"/elements/mainGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["generationCard","forecastCard"]}}
+{"op":"add","path":"/elements/generationCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generationHeading","generationPie","generationLegend","generationTotal"]}}
+{"op":"add","path":"/elements/generationHeading","value":{"type":"CardHeader","props":{"title":"3. Generation Split by Source","subtitle":"Real-time dispatch • 8,427 MW total"},"children":[]}}
+{"op":"add","path":"/elements/generationPie","value":{"type":"PieChart","props":{"labels":{"$state":"/generationLabels"},"values":{"$state":"/generationValues"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/generationLegend","value":{"type":"TagBlock","props":{"tags":["Gas 40.6% • 3,420 MW","Wind 22.0% • 1,850 MW","Nuclear 24.9% • 2,100 MW","Solar 10.9% • 920 MW","Hydro 8.1% • 680 MW","Coal 5.4% • 457 MW"]},"children":[]}}
+{"op":"add","path":"/elements/generationTotal","value":{"type":"TextContent","props":{"text":"Renewables 32.9% • Low-carbon 57.8% • Interconnectors +320 MW import","size":"small"},"children":[]}}
+{"op":"add","path":"/state/generationLabels","value":["Gas","Wind","Solar","Nuclear","Hydro","Coal"]}
+{"op":"add","path":"/state/generationValues","value":[3420,1850,920,2100,680,457]}
+{"op":"add","path":"/elements/forecastCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecastHeading","forecastArea","forecastStats"]}}
+{"op":"add","path":"/elements/forecastHeading","value":{"type":"CardHeader","props":{"title":"6. Demand Forecast — Next 24 Hours","subtitle":"Model: ENTSO-E + Met Office • Confidence 92%"},"children":[]}}
+{"op":"add","path":"/elements/forecastArea","value":{"type":"AreaChart","props":{"labels":{"$state":"/forecastHours"},"series":["forecastSeries"],"xLabel":"Time (UTC)","yLabel":"MW"},"children":[]}}
+{"op":"add","path":"/elements/forecastSeries","value":{"type":"Series","props":{"category":"Demand","values":{"$state":"/forecastDemand"}},"children":[]}}
+{"op":"add","path":"/elements/forecastStats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["forecastPeak","forecastLow","forecastRamp"]}}
+{"op":"add","path":"/elements/forecastPeak","value":{"type":"TextContent","props":{"text":"Peak 9,200 MW @ 18:00","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecastLow","value":{"type":"TextContent","props":{"text":"Low 6,400 MW @ 04:00","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecastRamp","value":{"type":"TextContent","props":{"text":"Ramp +2,400 MW 16-18h","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/forecastHours","value":["14:00","16:00","18:00","20:00","22:00","00:00","02:00","04:00","06:00","08:00","10:00","12:00"]}
+{"op":"add","path":"/state/forecastDemand","value":[8427,8900,9200,8800,8100,7400,6800,6400,7000,8100,8600,8750]}
+{"op":"add","path":"/elements/plantsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plantsHeading","plantsTable","plantsFooter"]}}
+{"op":"add","path":"/elements/plantsHeading","value":{"type":"CardHeader","props":{"title":"4. Power Plants — Output & Status","subtitle":"12 units • Click curtail to dispatch instruction (11)"},"children":[]}}
+{"op":"add","path":"/elements/plantsTable","value":{"type":"Table","props":{"columns":["colPlant","colSource","colOutput","colCapacity","colStatus","colRegion"]},"children":[]}}
+{"op":"add","path":"/elements/colPlant","value":{"type":"Col","props":{"label":"Plant","data":{"$state":"/plantsPlant"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSource","value":{"type":"Col","props":{"label":"Source","data":{"$state":"/plantsSource"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colOutput","value":{"type":"Col","props":{"label":"Output (MW)","data":{"$state":"/plantsOutput"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/colCapacity","value":{"type":"Col","props":{"label":"Capacity","data":{"$state":"/plantsCapacity"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/colStatus","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/plantsStatus"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRegion","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/plantsRegion"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plantsFooter","value":{"type":"TextContent","props":{"text":"Filtered by region selector above. Use curtailment panel to issue MW reduction per plant/region.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/plantsPlant","value":["Grain CCGT","Hornsea 2 Wind","Hinkley Point B","Dinorwig Hydro","Drax Unit 3","West Burton A"]}
+{"op":"add","path":"/state/plantsSource","value":["Gas","Wind","Nuclear","Hydro","Biomass/Coal","Coal"]}
+{"op":"add","path":"/state/plantsOutput","value":[820,1240,980,420,457,310]}
+{"op":"add","path":"/state/plantsCapacity","value":[1200,1400,1200,1728,660,1000]}
+{"op":"add","path":"/state/plantsStatus","value":["ONLINE","ONLINE — CURTAILED 12%","ONLINE","STANDBY","ONLINE","OFFLINE — MAINT"]}
+{"op":"add","path":"/state/plantsRegion","value":["South East","North","West","West","Central","Central"]}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"p1","name":"Grain CCGT","source":"Gas","output":820,"capacity":1200,"status":"ONLINE","region":"South East"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"p2","name":"Hornsea 2 Wind","source":"Wind","output":1240,"capacity":1400,"status":"ONLINE — CURTAILED 12%","region":"North"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"p3","name":"Hinkley Point B","source":"Nuclear","output":980,"capacity":1200,"status":"ONLINE","region":"West"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Dinorwig Hydro","source":"Hydro","output":420,"capacity":1728,"status":"STANDBY","region":"West"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"p5","name":"Drax Unit 3","source":"Biomass","output":457,"capacity":660,"status":"ONLINE","region":"Central"}}
+{"op":"add","path":"/state/plants/5","value":{"id":"p6","name":"West Burton A","source":"Coal","output":310,"capacity":1000,"status":"OFFLINE — MAINT","region":"Central"}}
+{"op":"add","path":"/elements/outagesMaintenanceAlertsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["outagesCard","maintenanceCard","alertsCard"]}}
+{"op":"add","path":"/elements/outagesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outagesHeading","outagesList"]}}
+{"op":"add","path":"/elements/outagesHeading","value":{"type":"CardHeader","props":{"title":"5. Active Outages","subtitle":"Affected region per event"},"children":[]}}
+{"op":"add","path":"/elements/outagesList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outageItem"]}}
+{"op":"add","path":"/elements/outageItem","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["outageTitleRow","outageMeta","outageImpact"]}}
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+{"op":"add","path":"/elements/outageTitle","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","title":"Line 400kV Bramley–Fleet","region":"South East","cause":"Tower damage — storm","since":"09:14 UTC","duration":"5h 18m","affectedMW":450,"customers":"12,400"}}
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+{"op":"add","path":"/elements/maintenanceCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenanceHeading","maintenanceList","maintenanceFooter"]}}
+{"op":"add","path":"/elements/maintenanceHeading","value":{"type":"CardHeader","props":{"title":"8. Maintenance — This Month","subtitle":"Planned works • August 2026"},"children":[]}}
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+{"op":"add","path":"/elements/maintStatus","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/maintDesc","value":{"type":"TextContent","props":{"text":{"$item":"plant"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintDateRow","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${region} • ${window}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenanceFooter","value":{"type":"TextContent","props":{"text":"Next outage window: 24 Aug 02:00–06:00 • All times UTC","size":"small"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","title":"Turbine Inspection","plant":"West Burton A Unit 2 — Coal","region":"Central","date":"20 Aug","window":"06:00–16:00","status":"SCHEDULED"}}
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+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","title":"Reactor Refuel","plant":"Hinkley Point B — Nuclear","region":"West","date":"27 Aug","window":"All day","status":"PLANNED"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","title":"Hydro Tunnel Survey","plant":"Dinorwig — Hydro","region":"West","date":"29 Aug","window":"00:00–12:00","status":"TENTATIVE"}}
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+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"⚡ Overload Risk — South East","description":"Bramley–Fleet outage pushing 78% line loading. Re-route via Lovedean.","time":"14:28","variant":"warning"}}
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+{"op":"add","path":"/elements/fcRegion","value":{"type":"FormControl","props":{"label":"Target Region / Plant","input":"curtailRegionSelect","hint":"Region focus pre-fills this"},"children":[]}}
+{"op":"add","path":"/elements/curtailRegionSelect","value":{"type":"Select","props":{"name":"curtailRegion","placeholder":"Select target","value":{"$bindState":"/curtailTarget"},"items":["curtailOptNorth","curtailOptSouth","curtailOptWest","curtailOptCentral","curtailOptHornsea","curtailOptGrain"]},"children":[]}}
+{"op":"add","path":"/elements/curtailOptNorth","value":{"type":"SelectItem","props":{"value":"North — Hornsea 2","label":"North — Hornsea 2 Wind"},"children":[]}}
+{"op":"add","path":"/elements/curtailOptSouth","value":{"type":"SelectItem","props":{"value":"South East — Grain","label":"South East — Grain CCGT"},"children":[]}}
+{"op":"add","path":"/elements/curtailOptWest","value":{"type":"SelectItem","props":{"value":"West — All","label":"West — All plants"},"children":[]}}
+{"op":"add","path":"/elements/curtailOptCentral","value":{"type":"SelectItem","props":{"value":"Central — Drax","label":"Central — Drax Unit 3"},"children":[]}}
+{"op":"add","path":"/elements/curtailOptHornsea","value":{"type":"SelectItem","props":{"value":"North — Hornsea 1","label":"North — Hornsea 1"},"children":[]}}
+{"op":"add","path":"/elements/curtailOptGrain","value":{"type":"SelectItem","props":{"value":"Grain CCGT","label":"Grain CCGT"},"children":[]}}
+{"op":"add","path":"/elements/fcAmount","value":{"type":"FormControl","props":{"label":"Curtailment (MW)","input":"curtailAmountSlider","hint":"Slider 0–500 MW"},"children":[]}}
+{"op":"add","path":"/elements/curtailAmountSlider","value":{"type":"Slider","props":{"name":"curtailMW","variant":"discrete","min":0,"max":500,"step":10,"defaultValue":[150],"value":{"$bindState":"/curtailMW"}},"children":[]}}
+{"op":"add","path":"/elements/fcReason","value":{"type":"FormControl","props":{"label":"Reason Code","input":"curtailReasonInput","hint":"Operator note"},"children":[]}}
+{"op":"add","path":"/elements/curtailReasonInput","value":{"type":"Input","props":{"name":"reason","placeholder":"e.g., Constraint — thermal limit","value":{"$bindState":"/curtailReason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailBtnWrap","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["curtailBtn","curtailPreview"]}}
+{"op":"add","path":"/elements/curtailBtn","value":{"type":"Button","props":{"label":"Issue Curtailment Order","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","title":{"$template":"Curtailment Ordered: ${/curtailTarget} — ${/curtailMW} MW"},"description":{"$template":"Reason: ${/curtailReason} • Operator confirmed • Instructed at 14:32 UTC"},"time":"now","variant":"danger"}}}},"children":[]}}
+{"op":"add","path":"/elements/curtailPreview","value":{"type":"TextContent","props":{"text":{"$template":"Preview: ${/curtailTarget} → −${/curtailMW} MW"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/curtailmentCallout","value":{"type":"Alert","props":{"title":"Dispatch will be logged and sent to SCADA","description":"Instruction requires second operator to confirm. Affects generation split and emissions calculations instantly.","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/curtailTarget","value":"North — Hornsea 2"}
+{"op":"add","path":"/state/curtailMW","value":[150]}
+{"op":"add","path":"/state/curtailReason","value":"Constraint — thermal limit Bramley–Fleet"}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..4b97032c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,121 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerInfo","storeFormControl"]}}
+{"op":"add","path":"/elements/headerInfo","value":{"type":"CardHeader","props":{"title":"Store Manager Console","subtitle":"Daily operations • Today: Aug 18, 2026"},"children":[]}}
+{"op":"add","path":"/elements/storeFormControl","value":{"type":"FormControl","props":{"label":"View different store","input":"storeSelect","hint":"Switch location to update all metrics"},"children":[]}}
+{"op":"add","path":"/elements/storeSelect","value":{"type":"Select","props":{"name":"store","items":["storeItemDowntown","storeItemMall","storeItemAirport"],"placeholder":"Select store","value":{"$bindState":"/selectedStore"}},"children":[]}}
+{"op":"add","path":"/elements/storeItemDowntown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship #101"},"children":[]}}
+{"op":"add","path":"/elements/storeItemMall","value":{"type":"SelectItem","props":{"value":"mall","label":"Westfield Mall #204"},"children":[]}}
+{"op":"add","path":"/elements/storeItemAirport","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Terminal #312"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+{"op":"add","path":"/elements/successCallout","value":{"type":"Callout","props":{"variant":"success","title":"Reorder placed","description":"Purchase order sent to supplier. ETA 2-3 days."},"children":[],"visible":{"$state":"/reorderSuccess","eq":true}}}
+{"op":"add","path":"/state/reorderSuccess","value":false}
+{"op":"add","path":"/elements/kpiGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiSales","kpiBasket","kpiReturns","kpiTrafficTotal"]}}
+{"op":"add","path":"/elements/kpiSales","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiSalesHeader","kpiSalesValue","kpiSalesProgress","kpiSalesSub"]}}
+{"op":"add","path":"/elements/kpiSalesHeader","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"1. Sales today against target"},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/sales/today} of $${/sales/target}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesProgress","value":{"type":"Progress","props":{"value":{"$state":"/sales/progress"},"label":"74% of daily target"},"children":[]}}
+{"op":"add","path":"/elements/kpiSalesSub","value":{"type":"TextContent","props":{"text":{"$template":"$${/sales/remaining} remaining • Closes 9 PM • ${/sales/transactions} transactions"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/sales","value":{"today":18420,"target":25000,"remaining":6580,"progress":74,"transactions":269}}
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+{"op":"add","path":"/elements/kpiBasketHeader","value":{"type":"CardHeader","props":{"title":"Average Basket Size","subtitle":"6. Average basket size"},"children":[]}}
+{"op":"add","path":"/elements/kpiBasketValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/basket/avg}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiBasketTag","value":{"type":"Tag","props":{"text":"+10.1% trending up","variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/kpiReturnsHeader","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"7. Returns this week"},"children":[]}}
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+{"op":"add","path":"/elements/kpiTrafficHeader","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today","subtitle":"2. Total visitors"},"children":[]}}
+{"op":"add","path":"/elements/kpiTrafficValue","value":{"type":"TextContent","props":{"text":{"$template":"${/footTraffic/total} visitors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiTrafficSub","value":{"type":"TextContent","props":{"text":"Peak 12-2 PM • +12% vs yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/footTraffic","value":{"total":842}}
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+{"op":"add","path":"/elements/footTrafficHeader","value":{"type":"CardHeader","props":{"title":"Foot Traffic Through the Day","subtitle":"2. Visitors per hour • 8 AM - 8 PM"},"children":[]}}
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+{"op":"add","path":"/elements/weekCompareHeader","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"12. Sales comparison • Mon-Sun"},"children":[]}}
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+{"op":"add","path":"/elements/weekCompareLegend","value":{"type":"TextContent","props":{"text":"This week $152,720 • Last week $140,200 • +8.9% WoW","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs4","name":"Protein Bar — Peanut","units":48}}
+{"op":"add","path":"/state/bestSellers/4","value":{"id":"bs5","name":"Steel Water Bottle 750ml","units":41}}
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+{"op":"add","path":"/elements/outOfStockHeader","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"4. Needs reorder • 10. Reorder action"},"children":[]}}
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+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos2","name":"Matcha Powder 30g","sku":"DRY-118","category":"Pantry","supplier":"Tealuxe"}}
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+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos4","name":"USB-C Cable 2m Braided","sku":"ELEC-77","category":"Electronics","supplier":"Volt Inc"}}
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+{"op":"add","path":"/elements/shiftHeader","value":{"type":"CardHeader","props":{"title":"Who's On Shift Today","subtitle":"5. Current floor team • 6 staff"},"children":[]}}
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+{"op":"add","path":"/elements/shiftAvatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
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+{"op":"add","path":"/elements/shiftRole","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shiftBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/shiftStaff","value":[]}
+{"op":"add","path":"/state/shiftStaff/0","value":{"id":"s1","name":"Maria Chen","initials":"MC","role":"Shift Lead","time":"08:00 - 16:00","status":"On Floor"}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..d7a46dc60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,141 @@
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+{"op":"add","path":"/elements/regName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/regCashier","value":{"type":"TextContent","props":{"text":{"$template":"${cashier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regTransactions","value":{"type":"TextContent","props":{"text":{"$template":"${transactions} txns today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"r1","name":"Register 1","status":"OPEN","cashier":"James Okafor","transactions":87}}
+{"op":"add","path":"/state/registers/1","value":{"id":"r2","name":"Register 2","status":"OPEN","cashier":"David Kim","transactions":64}}
+{"op":"add","path":"/state/registers/2","value":{"id":"r3","name":"Register 3","status":"CLOSED","cashier":"— Unstaffed","transactions":0}}
+{"op":"add","path":"/state/registers/3","value":{"id":"r4","name":"Self-Checkout","status":"OPEN","cashier":"Assisted by Maya","transactions":47}}
+{"op":"add","path":"/elements/reorderQueueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["reorderQueueHeader","reorderQueueListWrap"]}}
+{"op":"add","path":"/elements/reorderQueueHeader","value":{"type":"CardHeader","props":{"title":"Reorder Queue","subtitle":"Items queued from #10 actions"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueListWrap","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["reorderQueueItem","emptyQueueText"]}}
+{"op":"add","path":"/elements/reorderQueueItem","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["reorderQueueRow"]}}
+{"op":"add","path":"/elements/reorderQueueRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["reorderQueueText","reorderQueueBadge"]}}
+{"op":"add","path":"/elements/reorderQueueText","value":{"type":"TextContent","props":{"text":{"$template":"${name} • Qty ${qty}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorderQueueBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/emptyQueueText","value":{"type":"TextContent","props":{"text":"No reorders yet. Use the buttons in Out of Stock or the Quick Reorder form above."},"children":[]}}
+{"op":"add","path":"/state/reorderQueue","value":[{"id":"q1","name":"CT-WHT-M","sku":"CT-WHT-M","qty":"12","status":"Ordered"}]}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..1ef31dc70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiRow","reorderCallout","contentRow","compareCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","storeControl"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"Downtown Flagship — Daily Console","subtitle":"Monday, Aug 18, 2026 • 4:42 PM • Manager: Alex Rivera"},"children":[]}}
+{"op":"add","path":"/elements/storeControl","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["storeLabel","storeSelect","viewBtn"]}}
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+{"op":"add","path":"/elements/storeOpt1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt2","value":{"type":"SelectItem","props":{"value":"mall","label":"Westfield Mall"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Express"},"children":[]}}
+{"op":"add","path":"/elements/storeOpt4","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Plaza"},"children":[]}}
+{"op":"add","path":"/elements/viewBtn","value":{"type":"Button","props":{"label":"Switch Store","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["salesCard","basketCard","returnsCard","weekDeltaCard"]}}
+{"op":"add","path":"/elements/salesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["salesHeader","salesAmount","salesProgress","salesSub"]}}
+{"op":"add","path":"/elements/salesHeader","value":{"type":"TextContent","props":{"text":"1 — Sales Today vs Target","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salesAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/salesToday} / $${/kpis/salesTarget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salesProgress","value":{"type":"Progress","props":{"value":{"$state":"/kpis/salesPct"},"label":{"$template":"${/kpis/salesPct}% of target"}},"children":[]}}
+{"op":"add","path":"/elements/salesSub","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/remaining} to close • ${/kpis/transactions} transactions today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/basketCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basketHeader","basketValue","basketTrend","basketSub"]}}
+{"op":"add","path":"/elements/basketHeader","value":{"type":"TextContent","props":{"text":"6 — Average Basket Size","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basketValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/basketSize}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/weekDeltaHeader","value":{"type":"TextContent","props":{"text":"12 — This Week vs Last Week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/weekDeltaValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/weekSales} this week"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/weekDeltaSub","value":{"type":"TextContent","props":{"text":"Mon–Sun running total • pacing +$2.1k ahead","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/contentRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["leftColumn","rightColumn"]}}
+{"op":"add","path":"/elements/leftColumn","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["trafficCard","bestSellersCard","promosCard"]}}
+{"op":"add","path":"/elements/trafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["trafficHeader","trafficChart","trafficFooter"]}}
+{"op":"add","path":"/elements/trafficHeader","value":{"type":"CardHeader","props":{"title":"2 — Foot Traffic Through the Day","subtitle":"Visitors per hour • 8am–8pm • Today: 1,248 visitors"},"children":[]}}
+{"op":"add","path":"/elements/trafficChart","value":{"type":"LineChart","props":{"labels":["8a","9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p","8p"],"series":["trafficSeries"],"xLabel":"Hour","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/trafficSeries","value":{"type":"Series","props":{"category":"Visitors","values":[22,48,92,118,142,135,128,112,98,124,86,44,18]},"children":[]}}
+{"op":"add","path":"/elements/trafficFooter","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["trafficPeak","trafficNow"]}}
+{"op":"add","path":"/elements/trafficPeak","value":{"type":"TextContent","props":{"text":"Peak: 12pm (142) • Avg 90/hr","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/trafficNow","value":{"type":"Tag","props":{"text":"● Live: 38 in store","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/bestSellersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bsHeader","bsTable"]}}
+{"op":"add","path":"/elements/bsHeader","value":{"type":"CardHeader","props":{"title":"3 — Best Sellers Today","subtitle":"Top 5 by units sold"},"children":[]}}
+{"op":"add","path":"/elements/bsTable","value":{"type":"Table","props":{"columns":["bsColProduct","bsColUnits","bsColRevenue"]},"children":[]}}
+{"op":"add","path":"/elements/bsColProduct","value":{"type":"Col","props":{"label":"Product","data":["Oat Milk Latte Kit","Recycled Tote — Natural","Cold Brew Cans 4pk","House Blend Beans 12oz","Ceramic Mug Matte Black"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/bestSellers","value":[]}
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+{"op":"add","path":"/state/bestSellers/1","value":{"id":"p2","name":"Recycled Tote — Natural","units":51,"revenue":765}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"p3","name":"Cold Brew Cans 4pk","units":47,"revenue":846}}
+{"op":"add","path":"/elements/promosCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["promoHeader","promoList"]}}
+{"op":"add","path":"/elements/promoHeader","value":{"type":"CardHeader","props":{"title":"8 — Running Promotions","subtitle":"3 active • performance today"},"children":[]}}
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+{"op":"add","path":"/elements/promoItem","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promoTop","promoProgress","promoMeta"]}}
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+{"op":"add","path":"/elements/promoName","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promoBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/promoMeta","value":{"type":"TextContent","props":{"text":{"$template":"${redemptions} redemptions • $${revenue} revenue • ends ${ends}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
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+{"op":"add","path":"/state/promotions/2","value":{"id":"pr3","name":"Loyalty Double Points Weekend","status":"Needs push","progress":38,"redemptions":44,"revenue":620,"ends":"Aug 19"}}
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+{"op":"add","path":"/elements/stockCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stockHeader","stockList","stockFooter"]}}
+{"op":"add","path":"/elements/stockHeader","value":{"type":"CardHeader","props":{"title":"4 — Out of Stock","subtitle":"4 items • 10 — Reorder directly"},"children":[]}}
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+{"op":"add","path":"/elements/stockCount","value":{"type":"TextContent","props":{"text":{"$template":"${/outOfStock.length} SKUs at zero • ${/reorderRequests.length} pending reorders"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stockDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Bulk Reorder","title":"Create Purchase Order","description":"Select quantities for out-of-stock items. Supplier: West Coast Roasters."},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"o1","name":"Oat Milk — Barista 32oz","sku":"OM-032-B","category":"Dairy Alt","lastSold":"today 11:42a"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"o2","name":"House Blend Beans 12oz","sku":"HB-12-G","category":"Beans","lastSold":"today 2:15p"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"o3","name":"Recycled Tote — Black","sku":"RT-BLK-01","category":"Merch","lastSold":"yesterday"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"o4","name":"Cold Brew Cans 4pk","sku":"CB-4PK","category":" RTD","lastSold":"today 10:05a"}}
+{"op":"add","path":"/state/reorderRequests","value":[]}
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+{"op":"add","path":"/elements/staffHeader","value":{"type":"CardHeader","props":{"title":"5 — On Shift Today","subtitle":"6 staff • Closes at 9pm"},"children":[]}}
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+{"op":"add","path":"/elements/staffRole","value":{"type":"TextContent","props":{"text":{"$template":"${role} • ${shift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/staffBadge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
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+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Alex Rivera","initials":"AR","role":"Manager","shift":"9a–6p","status":"On floor"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Samir Patel","initials":"SP","role":"Barista","shift":"11a–7p","status":"On floor"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"s5","name":"Elena Torres","initials":"ET","role":"Cashier","shift":"12p–8p","status":"On floor"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"s6","name":"David Kim","initials":"DK","role":"Stock","shift":"2p–10p","status":"Arriving 2p"}}
+{"op":"add","path":"/elements/registersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["regHeader","regGrid"]}}
+{"op":"add","path":"/elements/regHeader","value":{"type":"CardHeader","props":{"title":"9 — Registers","subtitle":"4 registers • 3 open"},"children":[]}}
+{"op":"add","path":"/elements/regGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["regItem"]}}
+{"op":"add","path":"/elements/regItem","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["regTop","regCashier","regStatusTag"]}}
+{"op":"add","path":"/elements/regTop","value":{"type":"TextContent","props":{"text":{"$template":"Register ${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/regCashier","value":{"type":"TextContent","props":{"text":{"$template":"${cashier}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/registers","value":[]}
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+{"op":"add","path":"/state/registers/1","value":{"id":"2","cashier":"Jordan Park","status":"OPEN","sales":"$5,110"}}
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+{"op":"add","path":"/state/registers/3","value":{"id":"4","cashier":"— Unstaffed","status":"CLOSED","sales":"$0"}}
+{"op":"add","path":"/elements/compareCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["compareHeader","compareChart","compareLegend"]}}
+{"op":"add","path":"/elements/compareHeader","value":{"type":"CardHeader","props":{"title":"12 — This Week vs Last Week","subtitle":"Daily sales comparison • Mon–Sun"},"children":[]}}
+{"op":"add","path":"/elements/compareChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["thisWeekSeries","lastWeekSeries"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/thisWeekSeries","value":{"type":"Series","props":{"category":"This Week","values":[8200,9450,10200,11200,18460,0,0]},"children":[]}}
+{"op":"add","path":"/elements/lastWeekSeries","value":{"type":"Series","props":{"category":"Last Week","values":[7900,8800,9600,10800,14200,8900,7800]},"children":[]}}
+{"op":"add","path":"/elements/compareLegend","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["compareNote","compareTotal"]}}
+{"op":"add","path":"/elements/compareNote","value":{"type":"TextContent","props":{"text":"Today is Thu — Fri/Sat/Sun projected from traffic trend","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compareTotal","value":{"type":"Tag","props":{"text":"+8.3% ahead of last week","variant":"success","size":"sm"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..a971a1d3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,132 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","kpiGrid","row2","row3","row4","reorderFeedback"]}}
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+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Thursday, April 17 • 2:42 PM • All metrics live • Downtown Flagship","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/storeSelectControl","value":{"type":"FormControl","props":{"label":"Select store location","input":"storeSelect"},"children":[]}}
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+{"op":"add","path":"/elements/storeOptionDowntown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
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+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+{"op":"add","path":"/state/stores","value":[]}
+{"op":"add","path":"/state/stores/0","value":{"value":"downtown","label":"Downtown Flagship"}}
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+{"op":"add","path":"/elements/kpiSalesHeader","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"1 · Live sales performance"},"children":[]}}
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+{"op":"add","path":"/elements/kpiBasketTrend","value":{"type":"Badge","props":{"text":"+3.2% vs yesterday","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpiBasketTrendLabel","value":{"type":"TextContent","props":{"text":"292 transactions today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiBasketSub","value":{"type":"TextContent","props":{"text":"Goal $45.00 • Upsell bakery + drinks","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiReturnsCount","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/returnsCount} returns"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiReturnsHint","value":{"type":"TextContent","props":{"text":"Top reason: wrong size (6) • Food quality (4)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiWeekCompare","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiWeekHeader","kpiWeekAmount","kpiWeekDelta","kpiWeekSub"]}}
+{"op":"add","path":"/elements/kpiWeekHeader","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"12 · Sales comparison"},"children":[]}}
+{"op":"add","path":"/elements/kpiWeekAmount","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/weekSales} vs $${/kpis/lastWeekSales}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiWeekSub","value":{"type":"TextContent","props":{"text":"Mon-Thu only • Full week projection $98.4k","size":"small"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"salesToday":12480,"salesTarget":15000,"remaining":2520,"basketSize":"42.80","returnsCount":18,"returnsValue":640,"weekSales":68200,"lastWeekSales":61500}}
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+{"op":"add","path":"/elements/footTrafficCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["footTrafficHeader","footTrafficChart","footTrafficNote"]}}
+{"op":"add","path":"/elements/footTrafficHeader","value":{"type":"CardHeader","props":{"title":"Foot Traffic Through the Day","subtitle":"2 · Door counter • Today"},"children":[]}}
+{"op":"add","path":"/elements/footTrafficChart","value":{"type":"LineChart","props":{"labels":["8am","9am","10am","11am","12pm","1pm","2pm","3pm","4pm","5pm","6pm","7pm"],"series":["footTrafficSeries"],"xLabel":"Hour","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/footTrafficSeries","value":{"type":"Series","props":{"category":"Visitors","values":[18,34,58,84,112,105,95,118,138,122,87,34]},"children":[]}}
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+{"op":"add","path":"/elements/bestSellersHeader","value":{"type":"CardHeader","props":{"title":"Best Sellers Today","subtitle":"3 · Units sold"},"children":[]}}
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+{"op":"add","path":"/elements/bestSellersTable","value":{"type":"Table","props":{"columns":["bestSellersColName","bestSellersColUnits","bestSellersColRev"]},"children":[]}}
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+{"op":"add","path":"/state/bestSellers","value":[]}
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+{"op":"add","path":"/elements/outOfStockFooterText","value":{"type":"TextContent","props":{"text":"10 · Tap Reorder to send PO to supplier","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/reorderMessage","value":""}
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+{"op":"add","path":"/elements/shiftBadge","value":{"type":"Badge","props":{"text":"On Shift","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/weekCompareHeader","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"12 · Daily sales • Mon–Sun"},"children":[]}}
+{"op":"add","path":"/elements/weekCompareChart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekThisSeries","weekLastSeries"],"variant":"grouped","xLabel":"Day","yLabel":"Sales $"},"children":[]}}
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+{"op":"add","path":"/elements/weekCompareLegend","value":{"type":"TextContent","props":{"text":"Thu $9,800 today vs $9,300 last Thu (+5.4%). Week-to-date +$6,700 ahead. Fri–Sun projected.","size":"small"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..f5c2ffada
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,134 @@
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+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitleBlock","inviteDialog"]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingMain","headingSub"]}}
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+{"op":"add","path":"/elements/inviteEmailFC","value":{"type":"FormControl","props":{"label":"Admin email","input":"inviteEmailInput","hint":"Must be a company domain"},"children":[]}}
+{"op":"add","path":"/elements/inviteEmailInput","value":{"type":"Input","props":{"name":"inviteEmail","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/invite/email"}},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleFC","value":{"type":"FormControl","props":{"label":"Role","input":"inviteRoleSelect"},"children":[]}}
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+{"op":"add","path":"/elements/roleAdmin","value":{"type":"SelectItem","props":{"value":"admin","label":"Administrator — full access"},"children":[]}}
+{"op":"add","path":"/elements/roleViewer","value":{"type":"SelectItem","props":{"value":"viewer","label":"Viewer — read-only"},"children":[]}}
+{"op":"add","path":"/elements/inviteButtons","value":{"type":"Buttons","props":{"buttons":["inviteSendBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/inviteSendBtn","value":{"type":"Button","props":{"label":"Send invite","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/invite/sent","value":true}}},"children":[]}}
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+{"op":"add","path":"/state/invite","value":{"email":"","role":"admin","sent":false}}
+{"op":"add","path":"/state/invite/email","value":""}
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+{"op":"add","path":"/elements/kpiARRLabel","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiARRValue","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/arrDisplay"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiNPSLabel","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiNPSChange","value":{"type":"Tag","props":{"text":"62 • Excellent","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"mrrDisplay":"$284,500","arrDisplay":"$3.41M","churnDisplay":"2.1%","npsDisplay":"62"}}
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+{"op":"add","path":"/elements/signupsFooter","value":{"type":"TextContent","props":{"text":"Total 1,025 signups in period • Avg 78.8 / week","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/largestCustomers","value":[]}
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+{"op":"add","path":"/state/lastRetryId","value":"— none yet —"}
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+{"op":"add","path":"/elements/seatUsed","value":{"type":"TextContent","props":{"text":"Active: 18,420 seats","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/seatProvisioned","value":{"type":"TextContent","props":{"text":"Provisioned: 23,600 seats","size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..c98999e32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,111 @@
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+{"op":"add","path":"/state/reportingPeriod","value":"Last 30 days"}
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+{"op":"add","path":"/elements/seatUtilCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["seatHeader","seatProgress","seatStatsRow"]}}
+{"op":"add","path":"/elements/seatHeader","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Across 4,281 active customers"},"children":[]}}
+{"op":"add","path":"/elements/seatProgress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/seatUtilization"},"label":{"$template":"${/metrics/seatsUsed} / ${/metrics/seatsTotal} seats used — ${/metrics/seatUtilization}%"}},"children":[]}}
+{"op":"add","path":"/elements/seatStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between"},"children":["seatUsedText","seatAvailText"]}}
+{"op":"add","path":"/elements/seatUsedText","value":{"type":"TextContent","props":{"text":{"$template":"Used: ${/metrics/seatsUsedFormatted} seats"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/seatAvailText","value":{"type":"TextContent","props":{"text":{"$template":"Available: ${/metrics/seatsAvailableFormatted} seats"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/planSplitCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["planHeader","planPie","planLegend"]}}
+{"op":"add","path":"/elements/planHeader","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Distribution of 4,281 customers"},"children":[]}}
+{"op":"add","path":"/elements/planPie","value":{"type":"PieChart","props":{"labels":{"$state":"/planLabels"},"values":{"$state":"/planValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/planLegend","value":{"type":"TagBlock","props":{"tags":["Pro — 42% (1,798)","Enterprise — 28% (1,199)","Starter — 18% (771)","Free — 12% (513)"]},"children":[]}}
+{"op":"add","path":"/state/planLabels","value":["Pro","Enterprise","Starter","Free"]}
+{"op":"add","path":"/state/planValues","value":[1798,1199,771,513]}
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["signupsCard"]}}
+{"op":"add","path":"/elements/signupsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["signupsHeader","signupsLineChart"]}}
+{"op":"add","path":"/elements/signupsHeader","value":{"type":"CardHeader","props":{"title":"New Signups — Past 90 Days","subtitle":"2,163 total signups · weekly cohorts · +22% vs prior 90d"},"children":[]}}
+{"op":"add","path":"/elements/signupsLineChart","value":{"type":"LineChart","props":{"labels":{"$state":"/signupsLabels"},"series":["signupsSeries"],"variant":"natural","xLabel":"Week","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signupsSeries","value":{"type":"Series","props":{"category":"Signups","values":{"$state":"/signupsValues"}},"children":[]}}
+{"op":"add","path":"/state/signupsLabels","value":["Feb 19","Feb 26","Mar 4","Mar 11","Mar 18","Mar 25","Apr 1","Apr 8","Apr 15","Apr 22","Apr 29","May 6","May 13"]}
+{"op":"add","path":"/state/signupsValues","value":[112,98,134,156,142,178,165,189,203,187,221,198,235]}
+{"op":"add","path":"/elements/tablesRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["topCustomersCard","riskPaymentsCol"]}}
+{"op":"add","path":"/elements/topCustomersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["topHeader","topTable"]}}
+{"op":"add","path":"/elements/topHeader","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"Largest by monthly spend · seats & spend"},"children":[]}}
+{"op":"add","path":"/elements/topTable","value":{"type":"Table","props":{"columns":["topColCustomer","topColSeats","topColSpend","topColPlan"]},"children":[]}}
+{"op":"add","path":"/elements/topColCustomer","value":{"type":"Col","props":{"label":"Customer","data":{"$state":"/topCustomersCustomer"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/topColSeats","value":{"type":"Col","props":{"label":"Seats","data":{"$state":"/topCustomersSeats"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/topColSpend","value":{"type":"Col","props":{"label":"Spend / mo","data":{"$state":"/topCustomersSpend"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/topColPlan","value":{"type":"Col","props":{"label":"Plan","data":{"$state":"/topCustomersPlan"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/topCustomersCustomer","value":["Acme Corp","Globex Industries","Initech LLC","Umbrella Co","Stark Enterprises","Wayne Technologies","Cyberdyne Systems","Massive Dynamic","Wonka Industries","Soylent Corp"]}
+{"op":"add","path":"/state/topCustomersSeats","value":[850,620,540,480,410,380,350,310,285,260]}
+{"op":"add","path":"/state/topCustomersSpend","value":["$42,500","$31,000","$27,800","$24,600","$21,450","$19,900","$18,200","$16,100","$14,850","$13,200"]}
+{"op":"add","path":"/state/topCustomersPlan","value":["Enterprise","Enterprise","Enterprise","Pro","Enterprise","Pro","Pro","Enterprise","Pro","Starter"]}
+{"op":"add","path":"/elements/riskPaymentsCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["riskCard","paymentsCard"]}}
+{"op":"add","path":"/elements/riskCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["riskHeader","riskTable"]}}
+{"op":"add","path":"/elements/riskHeader","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"5 accounts flagged this period"},"children":[]}}
+{"op":"add","path":"/elements/riskTable","value":{"type":"Table","props":{"columns":["riskColAccount","riskColReason","riskColHealth"]},"children":[]}}
+{"op":"add","path":"/elements/riskColAccount","value":{"type":"Col","props":{"label":"Account","data":{"$state":"/riskAccounts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/riskColReason","value":{"type":"Col","props":{"label":"Reason","data":{"$state":"/riskReasons"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/riskColHealth","value":{"type":"Col","props":{"label":"Health","data":{"$state":"/riskHealth"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskAccounts","value":["Northwind Traders","Contoso Ltd","Fabrikam Inc","Adventure Works","Tailspin Toys"]}
+{"op":"add","path":"/state/riskReasons","value":["Usage down 62% in 14d","Support escalation — 4 open tickets","Champion left — no admin activity","Contract renewal in 12d — no engagement","Seats utilization 22% — ghost seats"]}
+{"op":"add","path":"/state/riskHealth","value":["Critical","High","High","Medium","Medium"]}
+{"op":"add","path":"/elements/paymentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["paymentsHeader","failedPaymentsList"]}}
+{"op":"add","path":"/elements/paymentsHeader","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"4 invoices — retry individually"},"children":[]}}
+{"op":"add","path":"/elements/failedPaymentsList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failedPaymentRow"]}}
+{"op":"add","path":"/elements/failedPaymentRow","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["failedPaymentInfo","retryBtn"]}}
+{"op":"add","path":"/elements/failedPaymentInfo","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${amount} · ${date} · ${invoice}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/retryBtn","value":{"type":"Button","props":{"label":"Retry","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/retryToast","value":{"$template":"Retrying ${customer}..."}}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"fp1","customer":"Atlas Systems","amount":"$2,400","date":"May 12","invoice":"INV-8841"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"fp2","customer":"Meridian Labs","amount":"$890","date":"May 11","invoice":"INV-8837"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"fp3","customer":"Pied Piper","amount":"$5,100","date":"May 10","invoice":"INV-8829"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"fp4","customer":"Hooli XYZ","amount":"$1,250","date":"May 09","invoice":"INV-8821"}}
+{"op":"add","path":"/state/retryToast","value":""}
+{"op":"add","path":"/elements/adoptionCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoptionHeader","adoptionList"]}}
+{"op":"add","path":"/elements/adoptionHeader","value":{"type":"CardHeader","props":{"title":"Newest Feature Adoption","subtitle":"Adoption across all active accounts · last 3 releases"},"children":[]}}
+{"op":"add","path":"/elements/adoptionList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/featureAdoption","key":"id"},"children":["adoptionFeatureRow"]}}
+{"op":"add","path":"/elements/adoptionFeatureRow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["adoptionFeatureHeader","adoptionProgress","adoptionDesc"]}}
+{"op":"add","path":"/elements/adoptionFeatureHeader","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["adoptionName","adoptionPercent"]}}
+{"op":"add","path":"/elements/adoptionName","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/adoptionPercent","value":{"type":"Tag","props":{"text":{"$template":"${adoption}% adopted"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/adoptionProgress","value":{"type":"Progress","props":{"value":{"$item":"adoption"},"label":{"$template":"${adoption}% of customers"}},"children":[]}}
+{"op":"add","path":"/elements/adoptionDesc","value":{"type":"TextContent","props":{"text":{"$template":"${description}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/featureAdoption","value":[]}
+{"op":"add","path":"/state/featureAdoption/0","value":{"id":"f1","name":"AI Insights — May 2024","adoption":34,"description":"Natural language Q&A over dashboards. Launched May 2."}}
+{"op":"add","path":"/state/featureAdoption/1","value":{"id":"f2","name":"Workflow Automations — Apr 2024","adoption":58,"description":"Trigger actions on churn signals. Launched Apr 18."}}
+{"op":"add","path":"/state/featureAdoption/2","value":{"id":"f3","name":"SSO Enforcement — Apr 2024","adoption":22,"description":"Require SAML for all members. Launched Apr 05."}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..c0500781f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","kpiRow","middleRow","customersSection","riskPaymentsRow","featuresCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitleBlock","headerControls"]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"SaaS Admin Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":{"$template":"Real-time health, revenue and risk • Reporting period: ${/reportingPeriod}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerControls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["periodSelect","inviteDialog"]}}
+{"op":"add","path":"/elements/periodSelect","value":{"type":"Select","props":{"name":"reportingPeriod","placeholder":"Reporting period","value":{"$bindState":"/reportingPeriod"},"items":["periodOptCurrent","periodOptLast","periodOptQuarter","periodOptYear"]},"children":[]}}
+{"op":"add","path":"/elements/periodOptCurrent","value":{"type":"SelectItem","props":{"value":"Current Month","label":"Current Month"},"children":[]}}
+{"op":"add","path":"/elements/periodOptLast","value":{"type":"SelectItem","props":{"value":"Last Month","label":"Last Month"},"children":[]}}
+{"op":"add","path":"/elements/periodOptQuarter","value":{"type":"SelectItem","props":{"value":"Last Quarter","label":"Last Quarter"},"children":[]}}
+{"op":"add","path":"/elements/periodOptYear","value":{"type":"SelectItem","props":{"value":"Last 12 Months","label":"Last 12 Months"},"children":[]}}
+{"op":"add","path":"/elements/inviteDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite another admin","description":"Grant admin access to a teammate. They’ll receive an email invitation to set up their account.","triggerVariant":"default","content":["inviteEmailControl","inviteRoleControl","inviteSendBtn","inviteHint"]},"children":[]}}
+{"op":"add","path":"/elements/inviteEmailControl","value":{"type":"FormControl","props":{"label":"Admin email","input":"inviteEmailInput","hint":"Invitation expires in 7 days"},"children":[]}}
+{"op":"add","path":"/elements/inviteEmailInput","value":{"type":"Input","props":{"name":"inviteEmail","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleControl","value":{"type":"FormControl","props":{"label":"Role","input":"inviteRoleSelect"},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleSelect","value":{"type":"Select","props":{"name":"inviteRole","placeholder":"Select role","value":{"$bindState":"/inviteRole"},"items":["inviteRoleAdmin","inviteRoleBilling","inviteRoleSupport"]},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleAdmin","value":{"type":"SelectItem","props":{"value":"Admin","label":"Admin — Full access"},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleBilling","value":{"type":"SelectItem","props":{"value":"Billing Admin","label":"Billing Admin — Revenue & payments"},"children":[]}}
+{"op":"add","path":"/elements/inviteRoleSupport","value":{"type":"SelectItem","props":{"value":"Support Admin","label":"Support Admin — Customers & risk"},"children":[]}}
+{"op":"add","path":"/elements/inviteSendBtn","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/inviteHint","value":{"type":"Callout","props":{"variant":"success","title":"Invitation sent","description":"Invite queued for delivery. The new admin will appear in the team list once accepted."},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"Current Month"}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":"Admin"}
+{"op":"add","path":"/state/inviteSent","value":false}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiMRR","kpiARR","kpiChurn","kpiNPS"]}}
+{"op":"add","path":"/elements/kpiMRR","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiMRRLabel","kpiMRRValue","kpiMRRSub","kpiMRRBadge"]}}
+{"op":"add","path":"/elements/kpiMRRLabel","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiMRRValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/mrr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiMRRSub","value":{"type":"TextContent","props":{"text":"vs $412,800 last month • +4.2%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiMRRBadge","value":{"type":"Badge","props":{"text":"↑ Healthy growth","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpiARR","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiARRLabel","kpiARRValue","kpiARRSub","kpiARRBadge"]}}
+{"op":"add","path":"/elements/kpiARRLabel","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiARRValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/kpis/arr}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiARRSub","value":{"type":"TextContent","props":{"text":"Projected from MRR • $5.16M last period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiARRBadge","value":{"type":"Badge","props":{"text":"ARR run-rate","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/kpiChurn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiChurnLabel","kpiChurnValue","kpiChurnSub","kpiChurnBadge"]}}
+{"op":"add","path":"/elements/kpiChurnLabel","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiChurnValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/churnRate}% • ${/kpis/churnCustomers} customers"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiChurnSub","value":{"type":"TextContent","props":{"text":"$18,400 MRR churned • Down from 3.1%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiChurnBadge","value":{"type":"Badge","props":{"text":"↓ Improving","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpiNPS","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiNPSLabel","kpiNPSValue","kpiNPSSub","kpiNPSProgress"]}}
+{"op":"add","path":"/elements/kpiNPSLabel","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiNPSValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpis/nps} — Excellent"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiNPSSub","value":{"type":"TextContent","props":{"text":"412 responses • +6 vs last quarter","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiNPSProgress","value":{"type":"Progress","props":{"value":68,"label":"NPS scale -100 to +100"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"mrr":"430,250","arr":"5,163,000","churnRate":"2.4","churnCustomers":"18","nps":"68"}}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["signupsCard","planCard","utilizationCard"]}}
+{"op":"add","path":"/elements/signupsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signupsHeader","signupsChart","signupsFooter"]}}
+{"op":"add","path":"/elements/signupsHeader","value":{"type":"CardHeader","props":{"title":"New Signups — Past 90 Days","subtitle":"Daily signups, rolling 90-day window • Total 342"},"children":[]}}
+{"op":"add","path":"/elements/signupsChart","value":{"type":"LineChart","props":{"labels":["May 21","May 28","Jun 4","Jun 11","Jun 18","Jun 25","Jul 2","Jul 9","Jul 16","Jul 23","Jul 30","Aug 6","Aug 13"],"series":["signupsSeries"],"xLabel":"Week","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signupsSeries","value":{"type":"Series","props":{"category":"Signups","values":[18,22,19,27,31,24,29,35,28,33,30,26,20]},"children":[]}}
+{"op":"add","path":"/elements/signupsFooter","value":{"type":"TextContent","props":{"text":"Peak: 35 on week of Jul 9 • Avg 26.3 / week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/planCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["planHeader","planPie","planLegend"]}}
+{"op":"add","path":"/elements/planHeader","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"748 total customers"},"children":[]}}
+{"op":"add","path":"/elements/planPie","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Scale","Enterprise"],"values":[298,212,138,100],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/planLegend","value":{"type":"TagBlock","props":{"tags":["Starter 39.8%","Growth 28.3%","Scale 18.4%","Enterprise 13.4%"]},"children":[]}}
+{"op":"add","path":"/elements/utilizationCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["utilizationHeader","utilizationProgress","utilizationText","utilizationDetail","utilizationCallout"]}}
+{"op":"add","path":"/elements/utilizationHeader","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Across all customers"},"children":[]}}
+{"op":"add","path":"/elements/utilizationProgress","value":{"type":"Progress","props":{"value":78,"label":"78% utilized"},"children":[]}}
+{"op":"add","path":"/elements/utilizationText","value":{"type":"TextContent","props":{"text":{"$template":"${/seatUtilization/used} of ${/seatUtilization/total} seats occupied"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/utilizationDetail","value":{"type":"TextContent","props":{"text":"12,840 available • 2,140 seats added last month • Enterprise avg 84% vs Starter 62%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/utilizationCallout","value":{"type":"Callout","props":{"variant":"info","title":"Capacity headroom","description":"22% seats unutilized — opportunity for expansion outreach."},"children":[]}}
+{"op":"add","path":"/state/seatUtilization","value":{"used":"45,320","total":"58,160","percent":78}}
+{"op":"add","path":"/elements/customersSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["customersHeader","customersTable"]}}
+{"op":"add","path":"/elements/customersHeader","value":{"type":"CardHeader","props":{"title":"Ten Largest Customers","subtitle":"By monthly spend • Seats and MRR contribution"},"children":[]}}
+{"op":"add","path":"/elements/customersTable","value":{"type":"Table","props":{"columns":["colCustomer","colPlan","colSeats","colSpend","colShare"]},"children":[]}}
+{"op":"add","path":"/elements/colCustomer","value":{"type":"Col","props":{"label":"Customer","data":["Acme Corp","Globex Industries","Initech LLC","Umbrella Co","Stark Enterprises","Wayne Technologies","Cyberdyne Systems","Massive Dynamic","Oscorp Labs","Wonka Industries"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colPlan","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Scale","Enterprise","Scale","Enterprise","Growth","Enterprise","Scale","Growth"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colSeats","value":{"type":"Col","props":{"label":"Seats","data":[1240,980,760,820,640,590,520,480,450,410],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/colSpend","value":{"type":"Col","props":{"label":"Monthly Spend","data":["$42,800","$36,500","$28,900","$27,400","$22,100","$21,800","$18,600","$17,900","$16,200","$14,700"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colShare","value":{"type":"Col","props":{"label":"% of MRR","data":["9.9%","8.5%","6.7%","6.4%","5.1%","5.1%","4.3%","4.2%","3.8%","3.4%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/riskPaymentsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["riskCard","paymentsCard"]}}
+{"op":"add","path":"/elements/riskCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["riskHeader","riskList"]}}
+{"op":"add","path":"/elements/riskHeader","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"7 accounts flagged • Sorted by health score"},"children":[]}}
+{"op":"add","path":"/elements/riskList","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["riskItem"]}}
+{"op":"add","path":"/elements/riskItem","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["riskItemTop","riskItemReason","riskItemMeta"]}}
+{"op":"add","path":"/elements/riskItemTop","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["riskItemName","riskItemBadge"]}}
+{"op":"add","path":"/elements/riskItemName","value":{"type":"TextContent","props":{"text":{"$template":"${name} • ${plan}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/riskItemBadge","value":{"type":"Badge","props":{"text":{"$template":"Health ${health}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/riskItemReason","value":{"type":"TextContent","props":{"text":{"$template":"Reason: ${reason}"},"size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..ae0f50148
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,129 @@
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+{"op":"add","path":"/elements/failedEmptyState","value":{"type":"TextContent","props":{"text":"No failed payments — all invoices settled.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"account":"Northwind Traders","plan":"Pro","reason":"Seat utilization 32% ↓","health":42}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"account":"Contoso Ltd","plan":"Business","reason":"Support tickets +240%","health":38}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"account":"Fabrikam Inc","plan":"Starter","reason":"No login 28 days","health":51}}
+{"op":"add","path":"/state/atRiskAccounts/3","value":{"account":"Adventure Works","plan":"Enterprise","reason":"Champion left company","health":29}}
+{"op":"add","path":"/state/atRiskAccounts/4","value":{"account":"Tailspin Toys","plan":"Pro","reason":"Failed payments x3","health":45}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"f1","customer":"Aperture Labs","plan":"Business","amount":"$1,200","date":"2026-05-11"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"f2","customer":"Soylent Corp","plan":"Pro","amount":"$240","date":"2026-05-13"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"f3","customer":"Gekko & Co","plan":"Starter","amount":"$49","date":"2026-05-14"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"f4","customer":"Weyland-Yutani","plan":"Enterprise","amount":"$4,800","date":"2026-05-09"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..6c99912b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r1.txt
@@ -0,0 +1,204 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","districtBar","topRow","middleGrid","bottomActionRow"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitleBlock","headerWeatherCard"]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headingCity","subHeading","districtFilterInfo"]}}
+{"op":"add","path":"/elements/headingCity","value":{"type":"Heading","props":{"text":"City Operations Center — Live","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subHeading","value":{"type":"TextContent","props":{"text":"Unified dashboard • Downtown • All districts • Updated just now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/districtFilterInfo","value":{"type":"TextContent","props":{"text":{"$template":"Focus: ${/selectedDistrict} — filtering all panels below"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerWeatherCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["weatherHeader","weatherMain","weatherStatsRow"]}}
+{"op":"add","path":"/elements/weatherHeader","value":{"type":"CardHeader","props":{"title":"Current Weather","subtitle":"Central Station • Live sensor"},"children":[]}}
+{"op":"add","path":"/elements/weatherMain","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/temp}°C • ${/weather/condition}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/weatherStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["weatherHumidity","weatherWind","weatherAqi"]}}
+{"op":"add","path":"/elements/weatherHumidity","value":{"type":"TextContent","props":{"text":{"$template":"Humidity ${/weather/humidity}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weatherWind","value":{"type":"TextContent","props":{"text":{"$template":"Wind ${/weather/wind} km/h"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weatherAqi","value":{"type":"Badge","props":{"text":{"$template":"AQI ${/weather/aqi}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"temp":22,"condition":"Partly Cloudy","humidity":58,"wind":14,"aqi":42}}
+{"op":"add","path":"/state/selectedDistrict","value":"All Districts"}
+{"op":"add","path":"/elements/districtBar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["districtSelectCard","districtSummaryCard","alertStatus"]}}
+{"op":"add","path":"/elements/districtSelectCard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["districtSelectHeader","districtSelectControl"]}}
+{"op":"add","path":"/elements/districtSelectHeader","value":{"type":"TextContent","props":{"text":"13 • Focus on one district","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/districtSelectControl","value":{"type":"FormControl","props":{"label":"Select district","input":"districtSelect"},"children":[]}}
+{"op":"add","path":"/elements/districtSelect","value":{"type":"Select","props":{"name":"districtSelect","items":["optAll","optDowntown","optNorth","optEast","optWest","optSouth"],"placeholder":"All Districts","value":{"$bindState":"/selectedDistrict"}},"children":[]}}
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+{"op":"add","path":"/elements/optDowntown","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown"},"children":[]}}
+{"op":"add","path":"/elements/optNorth","value":{"type":"SelectItem","props":{"value":"North","label":"North District"},"children":[]}}
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+{"op":"add","path":"/elements/topRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["congestionCard","transitCard","waterCard","parkingCard"]}}
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+{"op":"add","path":"/elements/congestionHeader","value":{"type":"CardHeader","props":{"title":"1 • Congestion — Right Now","subtitle":"City avg • Downtown focus"},"children":[]}}
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+{"op":"add","path":"/elements/congestionLegend","value":{"type":"TextContent","props":{"text":"Peak corridors: Ring Rd N • Riverside • Central Ave","size":"small"},"children":[]}}
+{"op":"add","path":"/state/congestion","value":{"avg":68,"status":"Heavy"}}
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+{"op":"add","path":"/state/congestionCorridors/0","value":{"id":"c1","name":"Ring Road North","level":82}}
+{"op":"add","path":"/state/congestionCorridors/1","value":{"id":"c2","name":"Riverside Expressway","level":71}}
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+{"op":"add","path":"/elements/transitNote","value":{"type":"TextContent","props":{"text":"Metro Red delayed 4 min • Bus 44 on time","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/waterHeader","value":{"type":"CardHeader","props":{"title":"5 • Water Use Today","subtitle":"Citywide consumption"},"children":[]}}
+{"op":"add","path":"/elements/waterProgress","value":{"type":"Progress","props":{"value":{"$state":"/waterUse/percent"},"label":"Daily capacity used"},"children":[]}}
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+{"op":"add","path":"/elements/waterHint","value":{"type":"TextContent","props":{"text":"Peak at 08:30 • +3% vs yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/waterUse","value":{"used":142.6,"capacity":210,"percent":68}}
+{"op":"add","path":"/elements/parkingCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["parkingHeader","parkingProgress","parkingStatsRow","parkingZones"]}}
+{"op":"add","path":"/elements/parkingHeader","value":{"type":"CardHeader","props":{"title":"8 • Parking — Downtown","subtitle":"Availability now"},"children":[]}}
+{"op":"add","path":"/elements/parkingProgress","value":{"type":"Progress","props":{"value":{"$state":"/parking/occupancy"},"label":"Occupied"},"children":[]}}
+{"op":"add","path":"/elements/parkingStatsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["parkingAvail","parkingTotal"]}}
+{"op":"add","path":"/elements/parkingAvail","value":{"type":"TextContent","props":{"text":{"$template":"${/parking/available} spots free"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/parkingTotal","value":{"type":"TextContent","props":{"text":{"$template":"${/parking/total} total"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/parkingZones","value":{"type":"TagBlock","props":{"tags":{"$state":"/parkingZoneTags"}},"children":[]}}
+{"op":"add","path":"/state/parking","value":{"available":412,"total":1850,"occupancy":78}}
+{"op":"add","path":"/state/parkingZoneTags","value":["Central Plaza 12% free","Riverfront 28% free","Station 18% free","Old Town 35% free"]}
+{"op":"add","path":"/elements/middleGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["leftCol","centerCol","rightCol"]}}
+{"op":"add","path":"/elements/leftCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["airQualityCard","energyCard","backlogCard"]}}
+{"op":"add","path":"/elements/airQualityCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["airQualityHeader","airQualityChart","airQualityNote"]}}
+{"op":"add","path":"/elements/airQualityHeader","value":{"type":"CardHeader","props":{"title":"3 • Air Quality by District","subtitle":"US AQI • lower is better"},"children":[]}}
+{"op":"add","path":"/elements/airQualityChart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/airQualityLabels"},"series":["airQualitySeries"],"xLabel":"AQI"},"children":[]}}
+{"op":"add","path":"/elements/airQualitySeries","value":{"type":"Series","props":{"category":"AQI","values":{"$state":"/airQualityValues"}},"children":[]}}
+{"op":"add","path":"/elements/airQualityNote","value":{"type":"TextContent","props":{"text":"West moderate (68) due to traffic • North good (31)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/airQualityLabels","value":["Downtown","North","East","West","South"]}
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+{"op":"add","path":"/elements/energyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energyHeader","energyChart","energyStats"]}}
+{"op":"add","path":"/elements/energyHeader","value":{"type":"CardHeader","props":{"title":"4 • Energy Use — Past Week","subtitle":"MWh per day"},"children":[]}}
+{"op":"add","path":"/elements/energyChart","value":{"type":"AreaChart","props":{"labels":{"$state":"/energyLabels"},"series":["energySeries"],"variant":"natural","yLabel":"MWh"},"children":[]}}
+{"op":"add","path":"/elements/energySeries","value":{"type":"Series","props":{"category":"Consumption","values":{"$state":"/energyValues"}},"children":[]}}
+{"op":"add","path":"/elements/energyStats","value":{"type":"TextContent","props":{"text":"Avg 4.2 GWh • Peak Thu 4.8 GWh • -2% vs last week","size":"small"},"children":[]}}
+{"op":"add","path":"/state/energyLabels","value":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"]}
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+{"op":"add","path":"/elements/backlogHeader","value":{"type":"CardHeader","props":{"title":"11 • Service Request Backlog","subtitle":"Open requests by department"},"children":[]}}
+{"op":"add","path":"/elements/backlogChart","value":{"type":"BarChart","props":{"labels":{"$state":"/backlogLabels"},"series":["backlogSeries"],"variant":"grouped","yLabel":"Requests"},"children":[]}}
+{"op":"add","path":"/elements/backlogSeries","value":{"type":"Series","props":{"category":"Open","values":{"$state":"/backlogValues"}},"children":[]}}
+{"op":"add","path":"/elements/backlogTotal","value":{"type":"TextContent","props":{"text":"Total 342 open • +18 today • SLA breach risk: Roads","size":"small"},"children":[]}}
+{"op":"add","path":"/state/backlogLabels","value":["Roads","Water","Lighting","Waste","Parks"]}
+{"op":"add","path":"/state/backlogValues","value":[112,68,54,72,36]}
+{"op":"add","path":"/elements/centerCol","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["incidentsCard","emergencyCard","citizenReportsCard"]}}
+{"op":"add","path":"/elements/incidentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidentsHeader","incidentsTable"]}}
+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"6 • Open Incidents","subtitle":"Location + severity • filtered by district"},"children":[]}}
+{"op":"add","path":"/elements/incidentsTable","value":{"type":"Table","props":{"columns":["colIncidentId","colIncidentType","colIncidentLoc","colIncidentSev","colIncidentTime"]},"children":[]}}
+{"op":"add","path":"/elements/colIncidentId","value":{"type":"Col","props":{"label":"ID","data":{"$state":"/incidentsIds"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colIncidentType","value":{"type":"Col","props":{"label":"Type","data":{"$state":"/incidentsTypes"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/incidentsIds","value":["INC-2041","INC-2039","INC-2037","INC-2034"]}
+{"op":"add","path":"/state/incidentsTypes","value":["Water main leak","Signal failure","Road collision","Power outage"]}
+{"op":"add","path":"/state/incidentsLocs","value":["Downtown – 5th & Main","North – Junction 12","East – Riverside Dr","West – Industrial Park"]}
+{"op":"add","path":"/state/incidentsSevs","value":["High","Medium","High","Critical"]}
+{"op":"add","path":"/state/incidentsTimes","value":["07:42","06:55","06:12","05:30"]}
+{"op":"add","path":"/elements/emergencyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["emergencyHeader","emergencyTable"]}}
+{"op":"add","path":"/elements/emergencyHeader","value":{"type":"CardHeader","props":{"title":"7 • Emergency Vehicles Deployed","subtitle":"Live AVL • where they are"},"children":[]}}
+{"op":"add","path":"/elements/emergencyTable","value":{"type":"Table","props":{"columns":["colVehId","colVehType","colVehLocation","colVehStatus"]},"children":[]}}
+{"op":"add","path":"/elements/colVehId","value":{"type":"Col","props":{"label":"Unit","data":{"$state":"/vehIds"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/vehIds","value":["E-12","A-07","P-33","F-09"]}
+{"op":"add","path":"/state/vehTypes","value":["Ambulance","Fire","Police","Fire"]}
+{"op":"add","path":"/state/vehLocs","value":["INC-2041 Downtown","INC-2034 West","East – Riverside Dr","North – Junction 12"]}
+{"op":"add","path":"/state/vehStatuses","value":["On scene","En route","On patrol","On scene"]}
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+{"op":"add","path":"/elements/eventsHeader","value":{"type":"CardHeader","props":{"title":"9 • Public Events This Weekend","subtitle":"Downtown & districts"},"children":[]}}
+{"op":"add","path":"/elements/eventsList","value":{"type":"ListBlock","props":{},"children":["event1","event2","event3"]}}
+{"op":"add","path":"/elements/event1","value":{"type":"ListItem","props":{"title":"Riverfront Food Festival","subtitle":"Sat–Sun • Downtown Riverside • 15k expected • Road closures 10am–10pm"},"children":[]}}
+{"op":"add","path":"/elements/event2","value":{"type":"ListItem","props":{"title":"City Marathon","subtitle":"Sun 07:00 • Start Central Plaza • 8k runners • Transit reroute"},"children":[]}}
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+{"op":"add","path":"/elements/roadworksHeader","value":{"type":"CardHeader","props":{"title":"16 • Roadworks Planned This Month","subtitle":"Permits & impact"},"children":[]}}
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+{"op":"add","path":"/elements/colRoadDates","value":{"type":"Col","props":{"label":"Dates","data":{"$state":"/roadDates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colRoadImpact","value":{"type":"Col","props":{"label":"Impact","data":{"$state":"/roadImpacts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/roadStreets","value":["Main St (3rd–7th)","Elm Ave","Industrial Pkwy","Central Ave Bridge"]}
+{"op":"add","path":"/state/roadTypes","value":["Resurfacing","Sewer upgrade","Utility ducting","Joint repair"]}
+{"op":"add","path":"/state/roadDates","value":["Aug 22–28","Aug 25–Sep 05","Aug 18–30","Aug 27–29"]}
+{"op":"add","path":"/state/roadImpacts","value":["Lane closure","Full closure","Night works","Single lane"]}
+{"op":"add","path":"/elements/maintenanceCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maintenanceHeader","maintenanceTable"]}}
+{"op":"add","path":"/elements/maintenanceHeader","value":{"type":"CardHeader","props":{"title":"17 • Infrastructure Due for Maintenance","subtitle":"Overdue & due within 14 days"},"children":[]}}
+{"op":"add","path":"/elements/maintenanceTable","value":{"type":"Table","props":{"columns":["colMaintAsset","colMaintDistrict","colMaintDue","colMaintPrio"]},"children":[]}}
+{"op":"add","path":"/elements/colMaintAsset","value":{"type":"Col","props":{"label":"Asset","data":{"$state":"/maintAssets"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colMaintDistrict","value":{"type":"Col","props":{"label":"District","data":{"$state":"/maintDistricts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colMaintDue","value":{"type":"Col","props":{"label":"Due","data":{"$state":"/maintDues"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colMaintPrio","value":{"type":"Col","props":{"label":"Priority","data":{"$state":"/maintPrios"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/maintAssets","value":["Pump Station P-4","Traffic Signal N-12","Bridge Joint B-07","Water Valve W-33"]}
+{"op":"add","path":"/state/maintDistricts","value":["West","North","East","South"]}
+{"op":"add","path":"/state/maintDues","value":["Overdue 3d","Due Aug 24","Due Aug 28","Due Aug 31"]}
+{"op":"add","path":"/state/maintPrios","value":["High","Medium","High","Low"]}
+{"op":"add","path":"/elements/bottomActionRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["dispatchCard","alertCard"]}}
+{"op":"add","path":"/elements/dispatchCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dispatchHeader","dispatchFormGrid","dispatchButtons"]}}
+{"op":"add","path":"/elements/dispatchHeader","value":{"type":"CardHeader","props":{"title":"14 • Dispatch a Crew","subtitle":"Assign and notify field team"},"children":[]}}
+{"op":"add","path":"/elements/dispatchFormGrid","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["dispatchCrewControl","dispatchLocationControl","dispatchPriorityControl","dispatchNotesControl"]}}
+{"op":"add","path":"/elements/dispatchCrewControl","value":{"type":"FormControl","props":{"label":"Crew / Unit","input":"dispatchCrewInput"},"children":[]}}
+{"op":"add","path":"/elements/dispatchCrewInput","value":{"type":"Select","props":{"name":"dispatchCrewInput","items":["crewRoads","crewWater","crewElectrical","crewCleaning"],"placeholder":"Select crew","value":{"$bindState":"/dispatch/crew"}},"children":[]}}
+{"op":"add","path":"/elements/crewRoads","value":{"type":"SelectItem","props":{"value":"Roads Crew","label":"Roads Crew"},"children":[]}}
+{"op":"add","path":"/elements/crewWater","value":{"type":"SelectItem","props":{"value":"Water Crew","label":"Water Crew"},"children":[]}}
+{"op":"add","path":"/elements/crewElectrical","value":{"type":"SelectItem","props":{"value":"Electrical / Signals","label":"Electrical / Signals"},"children":[]}}
+{"op":"add","path":"/elements/crewCleaning","value":{"type":"SelectItem","props":{"value":"Cleaning / Waste","label":"Cleaning / Waste"},"children":[]}}
+{"op":"add","path":"/elements/dispatchLocationControl","value":{"type":"FormControl","props":{"label":"Location / Incident ID","input":"dispatchLocationInput"},"children":[]}}
+{"op":"add","path":"/elements/dispatchLocationInput","value":{"type":"Input","props":{"name":"dispatchLocationInput","placeholder":"e.g. INC-2041 or 5th & Main","value":{"$bindState":"/dispatch/location"}},"children":[]}}
+{"op":"add","path":"/elements/dispatchPriorityControl","value":{"type":"FormControl","props":{"label":"Priority","input":"dispatchPriorityInput"},"children":[]}}
+{"op":"add","path":"/elements/dispatchPriorityInput","value":{"type":"Select","props":{"name":"dispatchPriorityInput","items":["prioHigh","prioMed","prioLow"],"placeholder":"Priority","value":{"$bindState":"/dispatch/priority"}},"children":[]}}
+{"op":"add","path":"/elements/prioHigh","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/prioMed","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/prioLow","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/dispatchNotesControl","value":{"type":"FormControl","props":{"label":"Notes","input":"dispatchNotesInput"},"children":[]}}
+{"op":"add","path":"/elements/dispatchNotesInput","value":{"type":"TextArea","props":{"name":"dispatchNotesInput","placeholder":"Instructions for crew...","rows":2,"value":{"$bindState":"/dispatch/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatchButtons","value":{"type":"Buttons","props":{"buttons":["dispatchButton","dispatchClearButton"]},"children":[]}}
+{"op":"add","path":"/elements/dispatchButton","value":{"type":"Button","props":{"label":"Dispatch Crew","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatchStatus","value":{"$template":"Dispatched ${/dispatch/crew} to ${/dispatch/location} (${/dispatch/priority})"}} }},"children":[]}}
+{"op":"add","path":"/elements/dispatchClearButton","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatch/crew","value":""}}},"children":[]}}
+{"op":"add","path":"/state/dispatch","value":{"crew":"Roads Crew","location":"INC-2039 North Junction","priority":"High","notes":"Divert traffic, cones required"}}
+{"op":"add","path":"/state/dispatchStatus","value":"Ready to dispatch"}
+{"op":"add","path":"/elements/alertCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["alertHeader","alertMessageControl","alertChannelControl","alertButtons","alertPreview"]}}
+{"op":"add","path":"/elements/alertHeader","value":{"type":"CardHeader","props":{"title":"15 • Send Public Alert","subtitle":"Broadcast with message to selected district"},"children":[]}}
+{"op":"add","path":"/elements/alertMessageControl","value":{"type":"FormControl","props":{"label":"Alert message","input":"alertMessageInput","hint":"Max 280 characters"},"children":[]}}
+{"op":"add","path":"/elements/alertMessageInput","value":{"type":"TextArea","props":{"name":"alertMessageInput","placeholder":"e.g. Avoid Riverside Dr due to collision. Use alternative route via East Corridor.","rows":3,"value":{"$bindState":"/alertMessage"}},"children":[]}}
+{"op":"add","path":"/elements/alertChannelControl","value":{"type":"FormControl","props":{"label":"Channel","input":"alertChannelInput"},"children":[]}}
+{"op":"add","path":"/elements/alertChannelInput","value":{"type":"Select","props":{"name":"alertChannelInput","items":["chApp","chSms","chBoards"],"placeholder":"Channel","value":{"$bindState":"/alertChannel"}},"children":[]}}
+{"op":"add","path":"/elements/chApp","value":{"type":"SelectItem","props":{"value":"App + SMS","label":"App + SMS"},"children":[]}}
+{"op":"add","path":"/elements/chSms","value":{"type":"SelectItem","props":{"value":"SMS only","label":"SMS only"},"children":[]}}
+{"op":"add","path":"/elements/chBoards","value":{"type":"SelectItem","props":{"value":"Road boards","label":"Road boards"},"children":[]}}
+{"op":"add","path":"/elements/alertButtons","value":{"type":"Buttons","props":{"buttons":["alertSendButton"]},"children":[]}}
+{"op":"add","path":"/elements/alertSendButton","value":{"type":"Button","props":{"label":"Send Alert","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/alertStatusSent","value":{"$template":"Sent to ${/selectedDistrict} via ${/alertChannel}: ${/alertMessage}"}}}},"children":[]}}
+{"op":"add","path":"/elements/alertPreview","value":{"type":"Callout","props":{"variant":"warning","title":"Preview / Status","description":{"$state":"/alertStatusSent"}},"children":[]}}
+{"op":"add","path":"/state/alertMessage","value":"Avoid Central Ave Bridge 27–29 Aug — single lane. Expect 10 min delay. Use Ring Road."}
+{"op":"add","path":"/state/alertChannel","value":"App + SMS"}
+{"op":"add","path":"/state/alertStatusSent","value":"Ready — message will be sent to All Districts"}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..6e02f4519
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r2.txt
@@ -0,0 +1,192 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","controlRow","kpiRow","rowEnergyWater","rowIncidentsVehicles","rowParkingEventsWeather","rowReportsBacklog","rowRoadworksMaintenance"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},"children":["headerTitleBlock","headerBadgeRow"]}}
+{"op":"add","path":"/elements/headerTitleBlock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"City Operations Center — Live Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Single-screen overview • Auto-refresh 30s • District-aware filtering","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerBadgeRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["badgeLive","badgeDistrict","weatherMini"]}}
+{"op":"add","path":"/elements/badgeLive","value":{"type":"Badge","props":{"text":"● LIVE 08:42 UTC","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/badgeDistrict","value":{"type":"Badge","props":{"text":{"$template":"Focus: ${/selectedDistrict}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/weatherMini","value":{"type":"Badge","props":{"text":{"$template":"${/weather/temp}°C • ${/weather/condition}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"All Districts"}
+{"op":"add","path":"/state/weather","value":{"temp":22,"condition":"Partly Cloudy","humidity":58,"wind":14,"high":26,"low":15,"aqi":48}}
+{"op":"add","path":"/elements/controlRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["districtCard","actionsCard"]}}
+{"op":"add","path":"/elements/districtCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["districtHeader","districtSelectControl","districtHint"]}}
+{"op":"add","path":"/elements/districtHeader","value":{"type":"CardHeader","props":{"title":"13. Focus on one district","subtitle":"Filter congestion, air quality, incidents & jobs"},"children":[]}}
+{"op":"add","path":"/elements/districtSelectControl","value":{"type":"FormControl","props":{"label":"District filter","input":"districtSelect"},"children":[]}}
+{"op":"add","path":"/elements/districtSelect","value":{"type":"Select","props":{"name":"district","value":{"$bindState":"/selectedDistrict"},"items":["districtItemAll","districtItemCentral","districtItemNorth","districtItemEast","districtItemWest","districtItemSouth","districtItemRiverside","districtItemHarbor"],"placeholder":"Select district"},"children":[]}}
+{"op":"add","path":"/elements/districtItemAll","value":{"type":"SelectItem","props":{"value":"All Districts","label":"All Districts — Citywide"},"children":[]}}
+{"op":"add","path":"/elements/districtItemCentral","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/districtItemNorth","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/districtItemEast","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/districtItemWest","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/districtItemSouth","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/districtItemRiverside","value":{"type":"SelectItem","props":{"value":"Riverside","label":"Riverside"},"children":[]}}
+{"op":"add","path":"/elements/districtItemHarbor","value":{"type":"SelectItem","props":{"value":"Harbor","label":"Harbor"},"children":[]}}
+{"op":"add","path":"/elements/districtHint","value":{"type":"TextContent","props":{"text":"Tip: Selecting a district highlights its rows in tables and charts below.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/actionsCard","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"end"},"children":["dispatchDialog","alertDialog"]}}
+{"op":"add","path":"/elements/dispatchDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"14. Dispatch Crew","title":"Dispatch a crew","description":"Assign a team to an incident or maintenance job. Location & severity required."},"children":["dispatchForm"]}}
+{"op":"add","path":"/elements/dispatchForm","value":{"type":"Form","props":{"name":"dispatch","buttons":"dispatchButtons","fields":["dispatchFieldType","dispatchFieldLocation","dispatchFieldCrew","dispatchFieldNotes"]},"children":[]}}
+{"op":"add","path":"/elements/dispatchFieldType","value":{"type":"FormControl","props":{"label":"Job type","input":"dispatchInputType"},"children":[]}}
+{"op":"add","path":"/elements/dispatchInputType","value":{"type":"Select","props":{"name":"jobType","items":["dispatchTypeRoad","dispatchTypeWater","dispatchTypeElectrical","dispatchTypeIncident"],"placeholder":"Select type","value":{"$bindState":"/dispatchForm/jobType"}},"children":[]}}
+{"op":"add","path":"/elements/dispatchTypeRoad","value":{"type":"SelectItem","props":{"value":"Roadworks","label":"Roadworks"},"children":[]}}
+{"op":"add","path":"/elements/dispatchTypeWater","value":{"type":"SelectItem","props":{"value":"Water","label":"Water / Utilities"},"children":[]}}
+{"op":"add","path":"/elements/dispatchTypeElectrical","value":{"type":"SelectItem","props":{"value":"Electrical","label":"Electrical / Signals"},"children":[]}}
+{"op":"add","path":"/elements/dispatchTypeIncident","value":{"type":"SelectItem","props":{"value":"Incident Response","label":"Incident Response"},"children":[]}}
+{"op":"add","path":"/elements/dispatchFieldLocation","value":{"type":"FormControl","props":{"label":"Location (address / intersection)","input":"dispatchInputLocation"},"children":[]}}
+{"op":"add","path":"/elements/dispatchInputLocation","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. 5th & Main, Central","value":{"$bindState":"/dispatchForm/location"}},"children":[]}}
+{"op":"add","path":"/elements/dispatchFieldCrew","value":{"type":"FormControl","props":{"label":"Crew / Unit","input":"dispatchInputCrew"},"children":[]}}
+{"op":"add","path":"/elements/dispatchInputCrew","value":{"type":"Select","props":{"name":"crew","items":["crewA","crewB","crewC","crewD"],"placeholder":"Select crew","value":{"$bindState":"/dispatchForm/crew"}},"children":[]}}
+{"op":"add","path":"/elements/crewA","value":{"type":"SelectItem","props":{"value":"Crew A — Roads","label":"Crew A — Roads"},"children":[]}}
+{"op":"add","path":"/elements/crewB","value":{"type":"SelectItem","props":{"value":"Crew B — Utilities","label":"Crew B — Utilities"},"children":[]}}
+{"op":"add","path":"/elements/crewC","value":{"type":"SelectItem","props":{"value":"Crew C — Electrical","label":"Crew C — Electrical"},"children":[]}}
+{"op":"add","path":"/elements/crewD","value":{"type":"SelectItem","props":{"value":"Rapid Response 2","label":"Rapid Response 2"},"children":[]}}
+{"op":"add","path":"/elements/dispatchFieldNotes","value":{"type":"FormControl","props":{"label":"Notes","input":"dispatchInputNotes"},"children":[]}}
+{"op":"add","path":"/elements/dispatchInputNotes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Severity, lane closures, ETA...","rows":3,"value":{"$bindState":"/dispatchForm/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatchButtons","value":{"type":"Buttons","props":{"buttons":["dispatchBtnSubmit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dispatchBtnSubmit","value":{"type":"Button","props":{"label":"Dispatch Now","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/vehicles","value":{"id":"$id","unit":{"$state":"/dispatchForm/crew"},"type":{"$state":"/dispatchForm/jobType"},"location":{"$state":"/dispatchForm/location"},"status":"En route","eta":"8 min"}}}}},"children":[]}}
+{"op":"add","path":"/state/dispatchForm","value":{"jobType":"","location":"","crew":"","notes":""}}
+{"op":"add","path":"/elements/alertDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"15. Send Public Alert","title":"Send public alert","description":"Broadcast to SMS, app & road signs. Message is required."},"children":["alertForm"]}}
+{"op":"add","path":"/elements/alertForm","value":{"type":"Form","props":{"name":"alert","buttons":"alertButtons","fields":["alertFieldMessage","alertFieldChannel"]},"children":[]}}
+{"op":"add","path":"/elements/alertFieldMessage","value":{"type":"FormControl","props":{"label":"Alert message","input":"alertInputMessage","hint":"Max 280 characters"},"children":[]}}
+{"op":"add","path":"/elements/alertInputMessage","value":{"type":"TextArea","props":{"name":"alertMessage","placeholder":"e.g. Avoid Harbor Pkwy — major congestion & lane closure until 14:00. Use East Bypass.","rows":3,"value":{"$bindState":"/alertForm/message"}},"children":[]}}
+{"op":"add","path":"/elements/alertFieldChannel","value":{"type":"FormControl","props":{"label":"Channels","input":"alertChannelGroup"},"children":[]}}
+{"op":"add","path":"/elements/alertChannelGroup","value":{"type":"CheckBoxGroup","props":{"name":"channels","items":["chSms","chApp","chSigns"],"value":{"$bindState":"/alertForm/channels"}},"children":[]}}
+{"op":"add","path":"/elements/chSms","value":{"type":"CheckBoxItem","props":{"label":"SMS","description":"Citizen SMS subscribers","name":"sms"},"children":[]}}
+{"op":"add","path":"/elements/chApp","value":{"type":"CheckBoxItem","props":{"label":"City App Push","description":"Mobile app notification","name":"app","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/chSigns","value":{"type":"CheckBoxItem","props":{"label":"Road Signs","description":"Variable message signs","name":"signs"},"children":[]}}
+{"op":"add","path":"/elements/alertButtons","value":{"type":"Buttons","props":{"buttons":["alertBtnSend"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/alertBtnSend","value":{"type":"Button","props":{"label":"Broadcast Alert","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastAlert","value":{"$state":"/alertForm/message"}}}}},"children":[]}}
+{"op":"add","path":"/state/alertForm","value":{"message":"","channels":[]}}
+{"op":"add","path":"/state/lastAlert","value":""}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["kpiCongestion","kpiTransit","kpiAir"]}}
+{"op":"add","path":"/elements/kpiCongestion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiCongestionHeader","kpiCongestionValue","kpiCongestionChart","kpiCongestionFootnote"]}}
+{"op":"add","path":"/elements/kpiCongestionHeader","value":{"type":"CardHeader","props":{"title":"1. Congestion — Right Now","subtitle":"Citywide 67% • Peak threshold 75%"},"children":[]}}
+{"op":"add","path":"/elements/kpiCongestionValue","value":{"type":"TextContent","props":{"text":"**67%** avg network load • 3 corridors over 75% — Harbor Pkwy worst at 82%","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiCongestionChart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/congestion/labels"},"series":["kpiCongestionSeries"],"xLabel":"Congestion %","yLabel":"Corridor"},"children":[]}}
+{"op":"add","path":"/elements/kpiCongestionSeries","value":{"type":"Series","props":{"category":"Load %","values":{"$state":"/congestion/values"}},"children":[]}}
+{"op":"add","path":"/elements/kpiCongestionFootnote","value":{"type":"TextContent","props":{"text":"Filtered by district: All Districts — Harbor & Downtown Loop congested","size":"small"},"children":[]}}
+{"op":"add","path":"/state/congestion","value":{"labels":["Harbor Pkwy","Downtown Loop","River Bridge","East Bypass","North Arterial"],"values":[82,78,65,58,45]}}
+{"op":"add","path":"/elements/kpiTransit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiTransitHeader","kpiTransitProgress","kpiTransitDetail","kpiTransitTable"]}}
+{"op":"add","path":"/elements/kpiTransitHeader","value":{"type":"CardHeader","props":{"title":"2. Transit Punctuality","subtitle":"On-time = <3 min delay • Last 60 min"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransitProgress","value":{"type":"Progress","props":{"value":88,"label":"88% on-time citywide"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransitDetail","value":{"type":"TextContent","props":{"text":"Metro 93% • Tram 91% • Bus 84% — Bus delays on North Arterial due to congestion","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiTransitTable","value":{"type":"Table","props":{"columns":["transitColLine","transitColOnTime","transitColDelay"]},"children":[]}}
+{"op":"add","path":"/elements/transitColLine","value":{"type":"Col","props":{"label":"Line","data":["Metro M1","Tram T2","Tram T5","Bus 42","Bus 17"]},"children":[]}}
+{"op":"add","path":"/elements/transitColOnTime","value":{"type":"Col","props":{"label":"On-time","data":["93%","91%","89%","84%","81%"]},"children":[]}}
+{"op":"add","path":"/elements/transitColDelay","value":{"type":"Col","props":{"label":"Avg delay","data":["1.2 min","1.8 min","2.1 min","4.3 min","5.0 min"]},"children":[]}}
+{"op":"add","path":"/elements/kpiAir","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpiAirHeader","kpiAirChart","kpiAirLegend"]}}
+{"op":"add","path":"/elements/kpiAirHeader","value":{"type":"CardHeader","props":{"title":"3. Air Quality by District","subtitle":"US AQI • Lower is better • 12:00 reading"},"children":[]}}
+{"op":"add","path":"/elements/kpiAirChart","value":{"type":"BarChart","props":{"labels":{"$state":"/air/labels"},"series":["kpiAirSeries"],"yLabel":"AQI","xLabel":"District"},"children":[]}}
+{"op":"add","path":"/elements/kpiAirSeries","value":{"type":"Series","props":{"category":"AQI","values":{"$state":"/air/values"}},"children":[]}}
+{"op":"add","path":"/elements/kpiAirLegend","value":{"type":"TagBlock","props":{"tags":["Good <50","Moderate 51-100","South 71 = Moderate","West 38 = Good"]},"children":[]}}
+{"op":"add","path":"/state/air","value":{"labels":["West","North","Riverside","East","Harbor","Central","South"],"values":[38,42,48,55,62,68,71]}}
+{"op":"add","path":"/elements/rowEnergyWater","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["energyCard","waterCard"]}}
+{"op":"add","path":"/elements/energyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energyHeader","energyChart","energySummary"]}}
+{"op":"add","path":"/elements/energyHeader","value":{"type":"CardHeader","props":{"title":"4. Energy Use — Past 7 Days","subtitle":"Total grid draw (MWh) • Peak Fri 50 MWh"},"children":[]}}
+{"op":"add","path":"/elements/energyChart","value":{"type":"AreaChart","props":{"labels":{"$state":"/energy/labels"},"series":["energySeries"],"yLabel":"MWh","xLabel":"Day"},"children":[]}}
+{"op":"add","path":"/elements/energySeries","value":{"type":"Series","props":{"category":"MWh","values":{"$state":"/energy/values"}},"children":[]}}
+{"op":"add","path":"/elements/energySummary","value":{"type":"TextContent","props":{"text":"Avg 43.3 MWh/day • Weekend dip -24% • Forecast today 44 MWh","size":"small"},"children":[]}}
+{"op":"add","path":"/state/energy","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"values":[42,45,48,44,50,38,36]}}
+{"op":"add","path":"/elements/waterCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["waterHeader","waterProgress","waterChart","waterStats"]}}
+{"op":"add","path":"/elements/waterHeader","value":{"type":"CardHeader","props":{"title":"5. Water Use Today","subtitle":"Cumulative vs daily allocation 1.60 ML"},"children":[]}}
+{"op":"add","path":"/elements/waterProgress","value":{"type":"Progress","props":{"value":89,"label":"1.42 ML used — 89% of allocation (11% remaining)"},"children":[]}}
+{"op":"add","path":"/elements/waterChart","value":{"type":"BarChart","props":{"labels":{"$state":"/water/labels"},"series":["waterSeries"],"yLabel":"kL / hour","xLabel":"Hour"},"children":[]}}
+{"op":"add","path":"/elements/waterSeries","value":{"type":"Series","props":{"category":"kL","values":{"$state":"/water/values"}},"children":[]}}
+{"op":"add","path":"/elements/waterStats","value":{"type":"TextContent","props":{"text":"Peak 07:00-09:00 (morning surge) • Current flow 68 kL/h • Leak alerts: 1 (South)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/water","value":{"labels":["00-04","04-08","08-12","12-16","16-20","20-24"],"values":[42,180,320,410,310,158]}}
+{"op":"add","path":"/elements/rowIncidentsVehicles","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["incidentsCard","vehiclesCard"]}}
+{"op":"add","path":"/elements/incidentsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidentsHeader","incidentsTable","incidentsCallout"]}}
+{"op":"add","path":"/elements/incidentsHeader","value":{"type":"CardHeader","props":{"title":"6. Open Incidents","subtitle":"5 active • Sorted by severity"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..75ea12dbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r3.txt
@@ -0,0 +1,174 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..b7b6d9049
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-city__r4.txt
@@ -0,0 +1,164 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..bae1f79d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,302 @@
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+{"op":"add","path":"/elements/aidRequestsHeader","value":{"type":"CardHeader","props":{"title":"Aid Requests Awaiting Action","subtitle":"Item 10 • Triage queue"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..095f82119
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,212 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..363ca5bb3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,242 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..ba06281dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,242 @@
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+{"op":"add","path":"/state/commsChannel","value":["VHF Radio","UHF Radio","Satellite Uplink","Cellular Network","Fiber / Internet","Public Siren System"]}
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+{"op":"add","path":"/state/tasksTitle","value":["Deploy sandbags — River Rd","Air drop supplies Zone C","Restore power — Hospital Grid","Inspect Hill Pass landslide","Register evacuees — Coastal Arena"]}
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+{"op":"add","path":"/state/tasksPriority","value":["High","Critical","High","Medium","Medium"]}
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+{"op":"add","path":"/elements/requestHeader","value":{"type":"CardHeader","props":{"title":"15. Request More Resources","subtitle":"Type & quantity — submits to logistics"},"children":[]}}
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+{"op":"add","path":"/elements/fcResourceType","value":{"type":"FormControl","props":{"label":"Resource Type","input":"selectResourceType"},"children":[]}}
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+{"op":"add","path":"/elements/rqA","value":{"type":"SelectItem","props":{"value":"Zone A","label":"Zone A"},"children":[]}}
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+{"op":"add","path":"/elements/requestButtons","value":{"type":"Buttons","props":{"buttons":["btnSubmitRequest"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/elements/broadcastCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["broadcastHeader","broadcastInput","broadcastButtons","broadcastPreview"]}}
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+{"op":"add","path":"/elements/broadcastButtons","value":{"type":"Buttons","props":{"buttons":["btnBroadcast","btnClearBroadcast"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/elements/sitrepHeader","value":{"type":"CardHeader","props":{"title":"18. File Situation Report","subtitle":"For EOC record — zone, summary, needs"},"children":[]}}
+{"op":"add","path":"/elements/sitrepForm","value":{"type":"Form","props":{"name":"sitrep","buttons":"sitrepButtons","fields":["fcSitrepZone","fcSitrepSummary","fcSitrepNeeds"]},"children":[]}}
+{"op":"add","path":"/elements/fcSitrepZone","value":{"type":"FormControl","props":{"label":"Zone","input":"selectSitrepZone"},"children":[]}}
+{"op":"add","path":"/elements/selectSitrepZone","value":{"type":"Select","props":{"name":"sitrepZone","placeholder":"Select zone","items":["srA","srB","srC","srD","srE"],"value":{"$bindState":"/sitrepForm/zone"}},"children":[]}}
+{"op":"add","path":"/elements/srA","value":{"type":"SelectItem","props":{"value":"Zone A","label":"Zone A"},"children":[]}}
+{"op":"add","path":"/elements/srB","value":{"type":"SelectItem","props":{"value":"Zone B","label":"Zone B"},"children":[]}}
+{"op":"add","path":"/elements/srC","value":{"type":"SelectItem","props":{"value":"Zone C","label":"Zone C"},"children":[]}}
+{"op":"add","path":"/elements/srD","value":{"type":"SelectItem","props":{"value":"Zone D","label":"Zone D"},"children":[]}}
+{"op":"add","path":"/elements/srE","value":{"type":"SelectItem","props":{"value":"Zone E","label":"Zone E"},"children":[]}}
+{"op":"add","path":"/elements/fcSitrepSummary","value":{"type":"FormControl","props":{"label":"Situation Summary","input":"inputSitrepSummary"},"children":[]}}
+{"op":"add","path":"/elements/inputSitrepSummary","value":{"type":"TextArea","props":{"name":"sitrepSummary","placeholder":"Describe current situation, actions taken, casualties...","rows":3,"value":{"$bindState":"/sitrepForm/summary"}},"children":[]}}
+{"op":"add","path":"/elements/fcSitrepNeeds","value":{"type":"FormControl","props":{"label":"Immediate Needs","input":"inputSitrepNeeds"},"children":[]}}
+{"op":"add","path":"/elements/inputSitrepNeeds","value":{"type":"Input","props":{"name":"sitrepNeeds","placeholder":"e.g., Need 2 ambulances, water","type":"text","value":{"$bindState":"/sitrepForm/needs"}},"children":[]}}
+{"op":"add","path":"/elements/sitrepButtons","value":{"type":"Buttons","props":{"buttons":["btnSubmitSitrep"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSubmitSitrep","value":{"type":"Button","props":{"label":"File SITREP","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","zone":{"$state":"/sitrepForm/zone"},"summary":{"$state":"/sitrepForm/summary"},"needs":{"$state":"/sitrepForm/needs"},"time":"14:32 UTC"},"clearStatePath":"/sitrepForm/summary"}}},"children":[]}}
+{"op":"add","path":"/state/requestForm","value":{"type":"","quantity":"","zone":"Zone B"}}
+{"op":"add","path":"/state/broadcastMessage","value":"EVACUATION UPDATE: Route Bravo restricted to 4x4. Shelter Riverside High near capacity — proceed to Coastal Arena. Follow VHF 155.5 for updates."}
+{"op":"add","path":"/state/sitrepForm","value":{"zone":"Zone C","summary":"","needs":""}}
+{"op":"add","path":"/state/aidRequestsLog","value":[]}
+{"op":"add","path":"/state/broadcastLog","value":[]}
+{"op":"add","path":"/state/sitreps","value":[]}
+{"op":"add","path":"/state/broadcastLog/0","value":{"id":"b1","message":"13:45 UTC — Mandatory evacuation Zone B lowlands. Use Route Alpha.","time":"13:45 UTC"}}
+{"op":"add","path":"/state/sitreps/0","value":{"id":"s1","zone":"Zone B","summary":"Levee breach contained, 40 residents evacuated to Riverside High","needs":"Sandbags, pumps","time":"13:20 UTC"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..f985baf15
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,137 @@
+{"op":"add","path":"/root","value":"screen"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"CEO Quarterly Command View","level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/controlsRow","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["quarterFormControl","regionFormControl","exportDialog"]}}
+{"op":"add","path":"/elements/quarterFormControl","value":{"type":"FormControl","props":{"label":"Quarter","input":"quarterSelect","hint":"Change reporting period"},"children":[]}}
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+{"op":"add","path":"/elements/qItem1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"},"children":[]}}
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+{"op":"add","path":"/elements/qItem3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"},"children":[]}}
+{"op":"add","path":"/elements/qItem4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"},"children":[]}}
+{"op":"add","path":"/elements/regionFormControl","value":{"type":"FormControl","props":{"label":"Focus Region","input":"regionSelect","hint":"Filter all metrics by region"},"children":[]}}
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+{"op":"add","path":"/elements/rAll","value":{"type":"SelectItem","props":{"value":"Global","label":"Global — All Regions"},"children":[]}}
+{"op":"add","path":"/elements/rNA","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/rEMEA","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"},"children":[]}}
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+{"op":"add","path":"/elements/rLATAM","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"},"children":[]}}
+{"op":"add","path":"/elements/exportDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Board Pack","title":"Export Board Pack","description":"Generate PDF + Excel for the current quarter and region selection.","triggerVariant":"default","content":["exportText","exportMeta","exportBtns"]},"children":[]}}
+{"op":"add","path":"/elements/exportText","value":{"type":"TextContent","props":{"text":"Includes: P&L, budget vs plan, headcount, risks, initiatives, pipeline and board agenda. File will reflect Quarter and Region filters above."},"children":[]}}
+{"op":"add","path":"/elements/exportMeta","value":{"type":"TextContent","props":{"text":{"$template":"Exporting: ${/selectedQuarter} • ${/selectedRegion} • 18 slides + appendix"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exportBtns","value":{"type":"Buttons","props":{"buttons":["exportPdfBtn","exportXlsBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/exportPdfBtn","value":{"type":"Button","props":{"label":"Export PDF","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/exportXlsBtn","value":{"type":"Button","props":{"label":"Export Excel","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q4 2024"}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/kpiRowPrimary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpiRevenue","kpiCosts","kpiProfit","kpiRunway"]}}
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+{"op":"add","path":"/elements/kpiProfitLabel","value":{"type":"TextContent","props":{"text":"PROFIT","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiRunwayValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiRunway} months"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpiCustomersValue","value":{"type":"TextContent","props":{"text":{"$template":"${/kpiCustomerCount} customers"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/revenueChartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenueChartHeader","revenueChart","revenueSeries"]}}
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+{"op":"add","path":"/elements/costsSeries","value":{"type":"Series","props":{"category":"Costs","values":{"$state":"/costsValues"}},"children":[]}}
+{"op":"add","path":"/state/revenueLabels","value":["Q1 2024","Q2 2024","Q3 2024","Q4 2024"]}
+{"op":"add","path":"/state/revenueValues","value":[38.4,42.1,45.6,48.2]}
+{"op":"add","path":"/state/costsLabels","value":["Q1 2024","Q2 2024","Q3 2024","Q4 2024"]}
+{"op":"add","path":"/state/costsValues","value":[29.8,30.5,31.2,31.7]}
+{"op":"add","path":"/elements/chartsRowB","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["budgetCard","headcountCard"]}}
+{"op":"add","path":"/elements/budgetCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["budgetHeader","budgetChart","budgetActualSeries","budgetPlanSeries"]}}
+{"op":"add","path":"/elements/budgetHeader","value":{"type":"CardHeader","props":{"title":"Budget by Department vs Plan","subtitle":"Q4 2024 actual vs plan • $M"},"children":[]}}
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index 000000000..c7372503b
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r3.txt
new file mode 100644
index 000000000..af7a4ce6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r3.txt
@@ -0,0 +1,116 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r4.txt
new file mode 100644
index 000000000..2109a9100
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-exec__r4.txt
@@ -0,0 +1,112 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r1.txt
new file mode 100644
index 000000000..683a6f7be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r1.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r2.txt
new file mode 100644
index 000000000..f87db14e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r2.txt
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r3.txt
new file mode 100644
index 000000000..ba071a2cb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r3.txt
@@ -0,0 +1,181 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r4.txt
new file mode 100644
index 000000000..a51105359
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-fund__r4.txt
@@ -0,0 +1,194 @@
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+{"op":"add","path":"/state/headlines","value":[]}
+{"op":"add","path":"/state/headlines/0","value":{"id":"h1","title":"Fed Minutes Signal Higher-for-Longer Stance","source":"Reuters • 06:15 ET","sentiment":"Bearish","variant":"destructive"}}
+{"op":"add","path":"/state/headlines/1","value":{"id":"h2","title":"Nvidia Beats on Data Center, Guides Up","source":"Bloomberg • 06:42 ET","sentiment":"Bullish","variant":"success"}}
+{"op":"add","path":"/state/headlines/2","value":{"id":"h3","title":"Oil Slides as Inventory Build Surprises","source":"WSJ • 05:58 ET","sentiment":"Neutral","variant":"secondary"}}
+{"op":"add","path":"/state/headlines/3","value":{"id":"h4","title":"Retail Sales Exceed Expectations, Yields Jump","source":"FT • 07:01 ET","sentiment":"Mixed","variant":"warning"}}
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+{"op":"add","path":"/elements/econHeader","value":{"type":"CardHeader","props":{"title":"Economic Releases This Week","subtitle":"ET • Consensus vs Prior"},"children":[]}}
+{"op":"add","path":"/elements/econTable","value":{"type":"Table","props":{"columns":["colEconDay","colEconEvent","colEconTime","colEconForecast"]},"children":[]}}
+{"op":"add","path":"/elements/colEconDay","value":{"type":"Col","props":{"label":"Day","data":["Mon","Tue","Wed","Thu","Fri"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/rebalanceHeader","value":{"type":"CardHeader","props":{"title":"Rebalance","subtitle":"One-click drift correction"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceText","value":{"type":"TextContent","props":{"text":"Target: 60/40 Risk Parity • Drift: Tech +2.1% overweight, Energy -1.4% underweight. Proposed trades will trim NVDA/AAPL and add XOM/JPM to restore sector limits and cut VaR by ~$38k.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceStats","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between"},"children":["rebalanceStat1","rebalanceStat2","rebalanceStat3"]}}
+{"op":"add","path":"/elements/rebalanceStat1","value":{"type":"TextContent","props":{"text":"Trades: 4","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceStat2","value":{"type":"TextContent","props":{"text":"Est. cost $1,240","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceStat3","value":{"type":"TextContent","props":{"text":"VaR → $383k","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Rebalance Now","title":"Confirm Rebalance","description":"4 orders will be staged as working orders. You can review in Working Orders before they route."},"children":["rebalanceDialogContent"]}}
+{"op":"add","path":"/elements/rebalanceDialogContent","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["rebalanceDialogList","rebalanceDialogActions"]}}
+{"op":"add","path":"/elements/rebalanceDialogList","value":{"type":"TextContent","props":{"text":"• Sell 2,800 NVDA @ MKT\n• Sell 1,500 AAPL @ MKT\n• Buy 6,500 XOM @ MKT\n• Buy 3,200 JPM @ MKT","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebalanceDialogActions","value":{"type":"Callout","props":{"variant":"warning","title":"Market orders execute at next print","description":"Estimated slippage 4bps. VaR improves to $383k and Tech exposure drops to 29.1%."},"children":[]}}
+{"op":"add","path":"/elements/orderCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["orderHeader","orderForm"]}}
+{"op":"add","path":"/elements/orderHeader","value":{"type":"CardHeader","props":{"title":"Place Order","subtitle":"Ticker • Side • Quantity"},"children":[]}}
+{"op":"add","path":"/elements/orderForm","value":{"type":"Form","props":{"name":"orderEntry","fields":["formTicker","formSide","formQty","formOrderType"],"buttons":"orderButtons"},"children":[]}}
+{"op":"add","path":"/elements/formTicker","value":{"type":"FormControl","props":{"label":"Ticker","input":"inputTicker","hint":"e.g. AAPL, NVDA, SPY"},"children":[]}}
+{"op":"add","path":"/elements/inputTicker","value":{"type":"Input","props":{"name":"ticker","placeholder":"AAPL","value":{"$bindState":"/orderForm/ticker"}},"children":[]}}
+{"op":"add","path":"/elements/formSide","value":{"type":"FormControl","props":{"label":"Side","input":"selectSide"},"children":[]}}
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+{"op":"add","path":"/elements/sideSell","value":{"type":"SelectItem","props":{"value":"SELL","label":"SELL"},"children":[]}}
+{"op":"add","path":"/elements/sideShort","value":{"type":"SelectItem","props":{"value":"SHORT","label":"SHORT"},"children":[]}}
+{"op":"add","path":"/elements/sideCover","value":{"type":"SelectItem","props":{"value":"COVER","label":"BUY TO COVER"},"children":[]}}
+{"op":"add","path":"/elements/formQty","value":{"type":"FormControl","props":{"label":"Quantity (shares)","input":"inputQty"},"children":[]}}
+{"op":"add","path":"/elements/inputQty","value":{"type":"Input","props":{"name":"quantity","placeholder":"1000","type":"number","value":{"$bindState":"/orderForm/quantity"}},"children":[]}}
+{"op":"add","path":"/elements/formOrderType","value":{"type":"FormControl","props":{"label":"Order Type","input":"selectOrderType"},"children":[]}}
+{"op":"add","path":"/elements/selectOrderType","value":{"type":"Select","props":{"name":"orderType","value":{"$bindState":"/orderForm/orderType"},"items":["typeMarket","typeLimit","typeStop"],"placeholder":"Market"},"children":[]}}
+{"op":"add","path":"/elements/typeMarket","value":{"type":"SelectItem","props":{"value":"MARKET","label":"MARKET"},"children":[]}}
+{"op":"add","path":"/elements/typeLimit","value":{"type":"SelectItem","props":{"value":"LIMIT","label":"LIMIT"},"children":[]}}
+{"op":"add","path":"/elements/typeStop","value":{"type":"SelectItem","props":{"value":"STOP","label":"STOP"},"children":[]}}
+{"op":"add","path":"/elements/orderButtons","value":{"type":"Buttons","props":{"buttons":["btnSubmitOrder","btnResetOrder"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSubmitOrder","value":{"type":"Button","props":{"label":"Submit Order","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/btnResetOrder","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/orderForm","value":{"ticker":"","side":"BUY","quantity":"","orderType":"MARKET"}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..0c66d1c34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r1.txt
@@ -0,0 +1,207 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerBar","kpiRow","chartRow1","middleRow","bottomRow"]}}
+{"op":"add","path":"/elements/headerBar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","headerActions"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"Live-Ops Command — NEXUS ARENA","subtitle":"Shard: Global • Build 2.14.9 • Updated just now • All systems nominal"},"children":[]}}
+{"op":"add","path":"/elements/headerActions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["regionSelectControl","hotfixDialog"]}}
+{"op":"add","path":"/elements/regionSelectControl","value":{"type":"FormControl","props":{"label":"Focus Region","input":"regionSelect","hint":"Filter KPIs & servers"},"children":[]}}
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+{"op":"add","path":"/elements/regionOpt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/regionOpt-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US-East-1"},"children":[]}}
+{"op":"add","path":"/elements/regionOpt-euw","value":{"type":"SelectItem","props":{"value":"eu-west-2","label":"EU-West-2"},"children":[]}}
+{"op":"add","path":"/elements/regionOpt-apse","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"AP-Southeast-1"},"children":[]}}
+{"op":"add","path":"/elements/regionOpt-sa","value":{"type":"SelectItem","props":{"value":"sa-east-1","label":"SA-East-1"},"children":[]}}
+{"op":"add","path":"/elements/hotfixDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"🚀 Ship Hotfix","title":"Ship Hotfix to Production","description":"Push an emergency patch to all regions. This will force a rolling restart.","triggerVariant":"destructive"},"children":["hotfixVersionControl","hotfixNotesControl","hotfixTargetControl","hotfixButtons","hotfixConfirmCallout"]}}
+{"op":"add","path":"/elements/hotfixVersionControl","value":{"type":"FormControl","props":{"label":"Hotfix Version","input":"hotfixVersionInput"},"children":[]}}
+{"op":"add","path":"/elements/hotfixVersionInput","value":{"type":"Input","props":{"name":"hotfixVersion","placeholder":"e.g. 2.14.10-hotfix.1","value":{"$bindState":"/hotfix/version"}},"children":[]}}
+{"op":"add","path":"/elements/hotfixNotesControl","value":{"type":"FormControl","props":{"label":"Changes","input":"hotfixNotesInput","hint":"Players will see this in launcher"},"children":[]}}
+{"op":"add","path":"/elements/hotfixNotesInput","value":{"type":"TextArea","props":{"name":"hotfixNotes","placeholder":"Fix crash on inventory load...","rows":3,"value":{"$bindState":"/hotfix/notes"}},"children":[]}}
+{"op":"add","path":"/elements/hotfixTargetControl","value":{"type":"FormControl","props":{"label":"Target","input":"hotfixTargetSelect"},"children":[]}}
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+{"op":"add","path":"/elements/hotfixOpt-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US-East-1 only"},"children":[]}}
+{"op":"add","path":"/elements/hotfixOpt-euw","value":{"type":"SelectItem","props":{"value":"eu-west-2","label":"EU-West-2 only"},"children":[]}}
+{"op":"add","path":"/elements/hotfixButtons","value":{"type":"Buttons","props":{"buttons":["hotfixDeployBtn","hotfixCancelBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/hotfixDeployBtn","value":{"type":"Button","props":{"label":"Deploy Hotfix Now","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/hotfixDeployed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/hotfixCancelBtn","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/state/hotfix","value":{"version":"2.14.10-hotfix.1","notes":"","target":"all"}}
+{"op":"add","path":"/state/hotfixDeployed","value":false}
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+{"op":"add","path":"/elements/kpiOnline","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiOnlineLabel","kpiOnlineValue","kpiOnlineSub","kpiOnlineProgress"]}}
+{"op":"add","path":"/elements/kpiOnlineLabel","value":{"type":"TextContent","props":{"text":"● PLAYERS ONLINE NOW","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnlineValue","value":{"type":"TextContent","props":{"text":{"$template":"${/playersOnline}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnlineSub","value":{"type":"TextContent","props":{"text":{"$template":"Peak today: ${/peakToday} • ${/queueCount} in queue"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiOnlineProgress","value":{"type":"Progress","props":{"value":78,"label":"Capacity 78% (cap 85k)"},"children":[]}}
+{"op":"add","path":"/elements/kpiDAU","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiDAULabel","kpiDAUValue","kpiDAUSub"]}}
+{"op":"add","path":"/elements/kpiDAULabel","value":{"type":"TextContent","props":{"text":"DAILY ACTIVE PLAYERS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiDAUValue","value":{"type":"TextContent","props":{"text":{"$template":"${/dau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiDAUSub","value":{"type":"TextContent","props":{"text":{"$template":"MAU: ${/mau} • DAU/MAU: ${/dauMauRatio}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiMAU","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiMAULabel","kpiMAUValue","kpiMAUSub"]}}
+{"op":"add","path":"/elements/kpiMAULabel","value":{"type":"TextContent","props":{"text":"MONTHLY ACTIVE PLAYERS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiMAUValue","value":{"type":"TextContent","props":{"text":{"$template":"${/mau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiMAUSub","value":{"type":"TextContent","props":{"text":"30-day rolling • +4.2% MoM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiRevenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiRevLabel","kpiRevValue","kpiRevSub"]}}
+{"op":"add","path":"/elements/kpiRevLabel","value":{"type":"TextContent","props":{"text":"REVENUE TODAY","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiRevValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiRevSub","value":{"type":"TextContent","props":{"text":{"$template":"Yesterday $${/revenueYesterday} • ${/revenueDelta} vs avg"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiARPU","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiARPULabel","kpiARPUValue","kpiARPUSub"]}}
+{"op":"add","path":"/elements/kpiARPULabel","value":{"type":"TextContent","props":{"text":"REVENUE PER USER (ARPU)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiARPUValue","value":{"type":"TextContent","props":{"text":{"$template":"$${/arpu}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiARPUSub","value":{"type":"TextContent","props":{"text":{"$template":"ARPDAU $${/arpdau} • ARPPU $${/arppu}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/queueCount","value":"1,204"}
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+{"op":"add","path":"/state/mau","value":"2,840,000"}
+{"op":"add","path":"/state/dauMauRatio","value":"14.5"}
+{"op":"add","path":"/state/revenueToday","value":"87,420"}
+{"op":"add","path":"/state/revenueYesterday","value":"82,110"}
+{"op":"add","path":"/state/revenueDelta","value":"+6.5%"}
+{"op":"add","path":"/state/arpu","value":"0.21"}
+{"op":"add","path":"/state/arpdau","value":"0.21"}
+{"op":"add","path":"/state/arppu","value":"12.40"}
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+{"op":"add","path":"/elements/sessionCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sessionHeader","sessionChart","sessionFooter"]}}
+{"op":"add","path":"/elements/sessionHeader","value":{"type":"CardHeader","props":{"title":"Session Length — Past 14 Days","subtitle":"Avg minutes per session • Global (filtered by Focus Region)"},"children":[]}}
+{"op":"add","path":"/elements/sessionChart","value":{"type":"LineChart","props":{"labels":{"$state":"/sessionLabels"},"series":["sessionSeries"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/sessionSeries","value":{"type":"Series","props":{"category":"Avg Session","values":{"$state":"/sessionValues"}},"children":[]}}
+{"op":"add","path":"/elements/sessionFooter","value":{"type":"TextContent","props":{"text":"14-day avg: 23.4 min • Trend +2.1% • Longest: Aug 16 (26.1 min)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bestSellersCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bestSellersHeader","bestSellersChart","bestSellersTable"]}}
+{"op":"add","path":"/elements/bestSellersHeader","value":{"type":"CardHeader","props":{"title":"Best-Selling Items","subtitle":"Units sold today • Top 5 SKUs"},"children":[]}}
+{"op":"add","path":"/elements/bestSellersChart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/bestSellerLabels"},"series":["bestSellerSeries"]},"children":[]}}
+{"op":"add","path":"/elements/bestSellerSeries","value":{"type":"Series","props":{"category":"Units","values":{"$state":"/bestSellerUnits"}},"children":[]}}
+{"op":"add","path":"/elements/bestSellersTable","value":{"type":"Table","props":{"columns":["colItem","colUnits","colRevenue"]},"children":[]}}
+{"op":"add","path":"/elements/colItem","value":{"type":"Col","props":{"label":"Item","data":{"$state":"/bestSellerLabels"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colUnits","value":{"type":"Col","props":{"label":"Units","data":{"$state":"/bestSellerUnits"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/colRevenue","value":{"type":"Col","props":{"label":"Revenue","data":{"$state":"/bestSellerRevenue"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/crashCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crashHeader","crashChart","crashCallout"]}}
+{"op":"add","path":"/elements/crashHeader","value":{"type":"CardHeader","props":{"title":"Crash Rate by App Version","subtitle":"Crashes per 1,000 sessions • Last 24h"},"children":[]}}
+{"op":"add","path":"/elements/crashChart","value":{"type":"BarChart","props":{"labels":{"$state":"/crashLabels"},"series":["crashSeries"],"variant":"grouped","yLabel":"%","xLabel":"Version"},"children":[]}}
+{"op":"add","path":"/elements/crashSeries","value":{"type":"Series","props":{"category":"Crash Rate","values":{"$state":"/crashValues"}},"children":[]}}
+{"op":"add","path":"/elements/crashCallout","value":{"type":"TextCallout","props":{"variant":"warning","title":"2.14.8 elevated","description":"0.92% exceeds 0.5% SLO. Hotfix recommended."},"children":[]}}
+{"op":"add","path":"/state/sessionLabels","value":["Aug 03","Aug 04","Aug 05","Aug 06","Aug 07","Aug 08","Aug 09","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16"]}
+{"op":"add","path":"/state/sessionValues","value":[21.2,22,21.8,22.5,23.1,22.9,23.4,24,23.2,23.8,24.5,24.1,25.2,26.1]}
+{"op":"add","path":"/state/bestSellerLabels","value":["Neon Katana Skin","XP Boost 7d","Loot Crate - Legendary","Emote: GG","Battle Pass Tier Skip"]}
+{"op":"add","path":"/state/bestSellerUnits","value":[8420,6150,4890,3720,2980]}
+{"op":"add","path":"/state/bestSellerRevenue","value":["$42,100","$18,450","$34,230","$7,440","$14,900"]}
+{"op":"add","path":"/state/crashLabels","value":["2.14.9","2.14.8","2.14.7","2.14.6","2.13.5"]}
+{"op":"add","path":"/state/crashValues","value":[0.31,0.92,0.45,0.28,0.62]}
+{"op":"add","path":"/elements/middleRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start"},"children":["regionsCard","eventsCard","moderationCard"]}}
+{"op":"add","path":"/elements/regionsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["regionsHeader","regionFocusNote","regionListContainer","regionDetail"]}}
+{"op":"add","path":"/elements/regionsHeader","value":{"type":"CardHeader","props":{"title":"Server Regions & Health","subtitle":"Latency / Load / Status • Click Focus above to filter"},"children":[]}}
+{"op":"add","path":"/elements/regionFocusNote","value":{"type":"TextContent","props":{"text":{"$template":"Focused: ${/selectedRegion} — showing ${/selectedRegion} health"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionListContainer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/regions","key":"id"},"children":["regionItem"]}}
+{"op":"add","path":"/elements/regionItem","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["regionItemTop","regionItemMeta","regionItemProgress"]}}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..5c3191b2f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r2.txt
@@ -0,0 +1,185 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..e2da1f9d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r3.txt
@@ -0,0 +1,212 @@
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+{"op":"add","path":"/elements/patchForm","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["patchTitleControl","patchVersionControl","patchCategoryControl","patchNotesControl","patchPreview","patchButtons"]}}
+{"op":"add","path":"/elements/patchTitleControl","value":{"type":"FormControl","props":{"label":"Patch Title","input":"patchTitleInput"},"children":[]}}
+{"op":"add","path":"/elements/patchTitleInput","value":{"type":"Input","props":{"name":"patchTitle","placeholder":"e.g., 2.14.9 — Void Invasion Balancing","value":{"$bindState":"/patchDraft/title"}},"children":[]}}
+{"op":"add","path":"/elements/patchVersionControl","value":{"type":"FormControl","props":{"label":"Version","input":"patchVersionInput"},"children":[]}}
+{"op":"add","path":"/elements/patchVersionInput","value":{"type":"Input","props":{"name":"patchVersion","placeholder":"2.14.9","value":{"$bindState":"/patchDraft/version"}},"children":[]}}
+{"op":"add","path":"/elements/patchCategoryControl","value":{"type":"FormControl","props":{"label":"Category","input":"patchCategorySelect"},"children":[]}}
+{"op":"add","path":"/elements/patchCategorySelect","value":{"type":"Select","props":{"name":"patchCategory","placeholder":"Select category","value":{"$bindState":"/patchDraft/category"},"items":["catBalance","catBugfix","catFeature","catEconomy"]},"children":[]}}
+{"op":"add","path":"/elements/catBalance","value":{"type":"SelectItem","props":{"value":"balance","label":"Balance"},"children":[]}}
+{"op":"add","path":"/elements/catBugfix","value":{"type":"SelectItem","props":{"value":"bugfix","label":"Bugfix"},"children":[]}}
+{"op":"add","path":"/elements/catFeature","value":{"type":"SelectItem","props":{"value":"feature","label":"Feature"},"children":[]}}
+{"op":"add","path":"/elements/catEconomy","value":{"type":"SelectItem","props":{"value":"economy","label":"Economy"},"children":[]}}
+{"op":"add","path":"/elements/patchNotesControl","value":{"type":"FormControl","props":{"label":"Notes (Markdown)","input":"patchNotesArea","hint":"Use # for sections, - for bullets"},"children":[]}}
+{"op":"add","path":"/elements/patchNotesArea","value":{"type":"TextArea","props":{"name":"patchNotes","placeholder":"## Balance\n- Void Boss HP -12%\n- Mythic Chest drop rate 4.2% → 3.8%\n\n## Fixes\n- Fixed crash on Android 13 when opening Guild UI\n","rows":5,"value":{"$bindState":"/patchDraft/notes"}},"children":[]}}
+{"op":"add","path":"/elements/patchPreview","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$template":"# ${/patchDraft/version} — ${/patchDraft/title}\n\n**Category:** ${/patchDraft/category}\n\n${/patchDraft/notes}"},"variant":"sunk"},"children":[]}}
+{"op":"add","path":"/elements/patchButtons","value":{"type":"Buttons","props":{"buttons":["patchSaveBtn","patchPublishBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/patchSaveBtn","value":{"type":"Button","props":{"label":"Save Draft","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/patchPublishBtn","value":{"type":"Button","props":{"label":"Publish to Staging","variant":"primary"},"children":[]}}
+{"op":"add","path":"/state/patchDraft","value":{"title":"2.14.9 — Void Invasion Balancing","version":"2.14.9","category":"balance","notes":"## Balance\n- Void Boss HP -12% (P2 phase)\n- Mythic Chest: Gold cost 1200 → 1350\n- Repair cost +15% to curb inflation\n\n## Fixes\n- Fixed SA-East packet loss (re-routed via Miami)\n- Crash fix for 2.14.6 Android 13\n\n## Events\n- Extend Double XP until May 15"}}
+{"op":"add","path":"/elements/hotfixCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["hotfixHeader","hotfixAlert","hotfixForm"]}}
+{"op":"add","path":"/elements/hotfixHeader","value":{"type":"CardHeader","props":{"title":"16 — Ship a Hotfix","subtitle":"Emergency deploy • Requires 2 approvals"},"children":[]}}
+{"op":"add","path":"/elements/hotfixAlert","value":{"type":"Alert","props":{"title":"Ready to ship","description":"Target region respects focus selector. Current focus: Global. Use dry-run before prod.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/hotfixForm","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["hotfixRegionControl","hotfixSeverityControl","hotfixDescControl","hotfixButtons","hotfixStatus"]}}
+{"op":"add","path":"/elements/hotfixRegionControl","value":{"type":"FormControl","props":{"label":"Target Region (15 → 16 linked)","input":"hotfixRegionSelect"},"children":[]}}
+{"op":"add","path":"/elements/hotfixRegionSelect","value":{"type":"Select","props":{"name":"hotfixRegion","placeholder":"Select region","value":{"$bindState":"/hotfix/region"},"items":["hfGlobal","hfUSEast","hfUSWest","hfEUWest","hfAPSoutheast","hfSAEast"]},"children":[]}}
+{"op":"add","path":"/elements/hfGlobal","value":{"type":"SelectItem","props":{"value":"global","label":"Global — All Regions"},"children":[]}}
+{"op":"add","path":"/elements/hfUSEast","value":{"type":"SelectItem","props":{"value":"us-east","label":"US-East"},"children":[]}}
+{"op":"add","path":"/elements/hfUSWest","value":{"type":"SelectItem","props":{"value":"us-west","label":"US-West (degraded)"},"children":[]}}
+{"op":"add","path":"/elements/hfEUWest","value":{"type":"SelectItem","props":{"value":"eu-west","label":"EU-West"},"children":[]}}
+{"op":"add","path":"/elements/hfAPSoutheast","value":{"type":"SelectItem","props":{"value":"ap-southeast","label":"AP-Southeast"},"children":[]}}
+{"op":"add","path":"/elements/hfSAEast","value":{"type":"SelectItem","props":{"value":"sa-east","label":"SA-East"},"children":[]}}
+{"op":"add","path":"/elements/hotfixSeverityControl","value":{"type":"FormControl","props":{"label":"Severity","input":"hotfixSeveritySelect"},"children":[]}}
+{"op":"add","path":"/elements/hotfixSeveritySelect","value":{"type":"Select","props":{"name":"hotfixSeverity","placeholder":"Select severity","value":{"$bindState":"/hotfix/severity"},"items":["sevCritical","sevHigh","sevMedium"]},"children":[]}}
+{"op":"add","path":"/elements/sevCritical","value":{"type":"SelectItem","props":{"value":"critical","label":"Critical — Crash / data loss"},"children":[]}}
+{"op":"add","path":"/elements/sevHigh","value":{"type":"SelectItem","props":{"value":"high","label":"High — Major gameplay"},"children":[]}}
+{"op":"add","path":"/elements/sevMedium","value":{"type":"SelectItem","props":{"value":"medium","label":"Medium — Balance / economy"},"children":[]}}
+{"op":"add","path":"/elements/hotfixDescControl","value":{"type":"FormControl","props":{"label":"Hotfix Description","input":"hotfixDesc","hint":"Changelog for deploy log"},"children":[]}}
+{"op":"add","path":"/elements/hotfixDesc","value":{"type":"TextArea","props":{"name":"hotfixDesc","placeholder":"e.g., Revert matchmaking queue change, add circuit breaker for US-West","rows":3,"value":{"$bindState":"/hotfix/description"}},"children":[]}}
+{"op":"add","path":"/elements/hotfixButtons","value":{"type":"Buttons","props":{"buttons":["hotfixDryRunBtn","hotfixShipBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/hotfixDryRunBtn","value":{"type":"Button","props":{"label":"Dry Run","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/hotfixShipBtn","value":{"type":"Button","props":{"label":"Ship Hotfix Now","variant":"primary","type":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/hotfixStatus","value":{"type":"TextContent","props":{"text":{"$template":"Queued hotfix: ${/hotfix/description} → ${/hotfix/region} [${/hotfix/severity}]"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hotfix","value":{"region":"us-west","severity":"high","description":"Revert 2.14.7 matchmaking batch size 50→25 + add retry for US-West queue"}}
+{"op":"add","path":"/elements/eventItemCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between","align":"center"},"children":["eventItemName","eventItemMeta"]}}
+{"op":"add","path":"/elements/eventItemName","value":{"type":"TextContent","props":{"text":"placeholder"},"children":[]}}
+{"op":"add","path":"/elements/eventItemMeta","value":{"type":"TextContent","props":{"text":"placeholder"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..de6ad15f1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-game__r4.txt
@@ -0,0 +1,160 @@
+{"op":"add","path":"/root","value":"ops-root"}
+{"op":"add","path":"/elements/ops-root","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header-card","kpi-row","row-charts","row-ops","row-live","bottom-row"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["header-left","header-right"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["header-title","header-subtitle","header-meta"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"LIVE-OPS COMMAND","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":"Nebula Realms • Shard Cluster • 2026-05-13 14:42 UTC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-meta","value":{"type":"TagBlock","props":{"tags":["PROD","Patch 4.2.1 Live","Season: Eclipse Hunt"]},"children":[]}}
+{"op":"add","path":"/elements/header-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["region-focus-control","hotfix-dialog"]}}
+{"op":"add","path":"/elements/region-focus-control","value":{"type":"FormControl","props":{"label":"Focus Region","input":"region-select","hint":"Filters KPIs & server table"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"regionFocus","placeholder":"All Regions","value":{"$bindState":"/selectedRegion"},"items":["region-option-all","region-option-na","region-option-eu","region-option-ap","region-option-sa"]},"children":[]}}
+{"op":"add","path":"/elements/region-option-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-option-na","value":{"type":"SelectItem","props":{"value":"NA","label":"NA-East / NA-West"},"children":[]}}
+{"op":"add","path":"/elements/region-option-eu","value":{"type":"SelectItem","props":{"value":"EU","label":"EU-Central"},"children":[]}}
+{"op":"add","path":"/elements/region-option-ap","value":{"type":"SelectItem","props":{"value":"AP","label":"AP-Southeast"},"children":[]}}
+{"op":"add","path":"/elements/region-option-sa","value":{"type":"SelectItem","props":{"value":"SA","label":"SA-Brazil"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/hotfix-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"🚀 Ship Hotfix","title":"Ship Hotfix to Production","description":"Push a server hotfix to the selected region(s). No downtime required.","triggerVariant":"default"},"children":["hotfix-version-input","hotfix-notes-input","hotfix-target-tag","hotfix-ship-btn"]}}
+{"op":"add","path":"/elements/hotfix-version-input","value":{"type":"FormControl","props":{"label":"Hotfix Version","input":"hotfix-version-field"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-version-field","value":{"type":"Input","props":{"name":"hotfixVersion","placeholder":"e.g. 4.2.2-hotfix.1","value":{"$bindState":"/hotfix/version"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-notes-input","value":{"type":"FormControl","props":{"label":"Hotfix Notes","input":"hotfix-notes-field"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-notes-field","value":{"type":"TextArea","props":{"name":"hotfixNotes","placeholder":"Describe fix: e.g. Fix crash on inventory sort for v4.2.1...","rows":3,"value":{"$bindState":"/hotfix/notes"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-target-tag","value":{"type":"TextContent","props":{"text":{"$template":"Target: ${/selectedRegion} • Current: v4.2.1 • Crash rate: 0.82%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-ship-btn","value":{"type":"Button","props":{"label":"Ship to Focused Region Now","variant":"primary"},"children":[]}}
+{"op":"add","path":"/state/hotfix","value":{"version":"4.2.2-hotfix.1","notes":""}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-revenue","kpi-arpu","kpi-inflation"]}}
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-online-header","kpi-online-value","kpi-online-sub"]}}
+{"op":"add","path":"/elements/kpi-online-header","value":{"type":"CardHeader","props":{"title":"Players Online","subtitle":"Right Now • Focus: All Regions"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/online}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-sub","value":{"type":"TextContent","props":{"text":"▲ +3.2% vs 1h ago • Peak today 48,291","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-dau-header","kpi-dau-value","kpi-dau-sub"]}}
+{"op":"add","path":"/elements/kpi-dau-header","value":{"type":"CardHeader","props":{"title":"Daily Active","subtitle":"DAU"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/dau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau-sub","value":{"type":"TextContent","props":{"text":"MAU coverage 38.4% • WAU 412k","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-mau-header","kpi-mau-value","kpi-mau-sub"]}}
+{"op":"add","path":"/elements/kpi-mau-header","value":{"type":"CardHeader","props":{"title":"Monthly Active","subtitle":"MAU • Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/mau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau-sub","value":{"type":"TextContent","props":{"text":"Retention D30: 18.7%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-revenue-header","kpi-revenue-value","kpi-revenue-sub"]}}
+{"op":"add","path":"/elements/kpi-revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue Today","subtitle":"USD • All stores"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-sub","value":{"type":"TextContent","props":{"text":"MTD $1.42M • vs yesterday +8.4%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arpu-header","kpi-arpu-value","kpi-arpu-sub"]}}
+{"op":"add","path":"/elements/kpi-arpu-header","value":{"type":"CardHeader","props":{"title":"Revenue / User","subtitle":"ARPU • Today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/arpu}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-sub","value":{"type":"TextContent","props":{"text":"ARPPU $4.81 • Conv. 6.7%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-inflation-header","kpi-inflation-value","kpi-inflation-progress","kpi-inflation-sub"]}}
+{"op":"add","path":"/elements/kpi-inflation-header","value":{"type":"CardHeader","props":{"title":"Currency Inflation","subtitle":"Gold • 7d rolling"},"children":[]}}
+{"op":"add","path":"/elements/kpi-inflation-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/inflation}% weekly"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-inflation-progress","value":{"type":"Progress","props":{"value":68,"label":"Sink/Source ratio 0.68 - Watch threshold 0.70"},"children":[]}}
+{"op":"add","path":"/elements/kpi-inflation-sub","value":{"type":"Alert","props":{"title":"Sink deficit in EU-Central","description":"Faucet +12% after Eclipse Hunt rewards. Recommend +5% vendor tax.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"online":"42,817","dau":"184,203","mau":"1,247,891","revenueToday":"$68,420","arpu":"$0.37","inflation":"4.2"}}
+{"op":"add","path":"/elements/row-charts","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["session-card","bestsellers-card"]}}
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["session-card-header","session-chart","session-legend"]}}
+{"op":"add","path":"/elements/session-card-header","value":{"type":"CardHeader","props":{"title":"Session Length • Past 14 Days","subtitle":"Avg minutes per session • All regions"},"children":[]}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["Apr 30","May 01","May 02","May 03","May 04","May 05","May 06","May 07","May 08","May 09","May 10","May 11","May 12","May 13"],"series":["session-series"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Avg Session","values":[18.2,19.1,17.8,20.4,21.0,19.6,22.3,21.8,20.1,19.4,23.1,22.7,21.5,22.0]},"children":[]}}
+{"op":"add","path":"/elements/session-legend","value":{"type":"TextContent","props":{"text":"Current 22.0 min • +11% vs 2 weeks ago • P95 48 min","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bestsellers-header","bestsellers-chart","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-header","value":{"type":"CardHeader","props":{"title":"Best-Selling Items","subtitle":"Units sold today • Top 5 SKUs"},"children":[]}}
+{"op":"add","path":"/elements/bestsellers-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Eclipse Crate","1000 Gold Pack","XP Boost 7d","Phoenix Skin","Revive Token"],"series":["bestsellers-series"],"xLabel":"Units"},"children":[]}}
+{"op":"add","path":"/elements/bestsellers-series","value":{"type":"Series","props":{"category":"Units","values":[8420,6311,5294,4102,3875]},"children":[]}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["col-item","col-units","col-revenue"]},"children":[]}}
+{"op":"add","path":"/elements/col-item","value":{"type":"Col","props":{"label":"Item","data":["Eclipse Crate","1000 Gold Pack","XP Boost 7d","Phoenix Skin","Revive Token"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units","data":[8420,6311,5294,4102,3875],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-revenue","value":{"type":"Col","props":{"label":"Revenue","data":["$21,050","$18,933","$15,882","$12,306","$7,750"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/row-ops","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["regions-card","crash-card"]}}
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["regions-header","regions-table","regions-focused-note"]}}
+{"op":"add","path":"/elements/regions-header","value":{"type":"CardHeader","props":{"title":"Server Regions & Health","subtitle":"5 shards • Click focus selector in header to isolate"},"children":[]}}
+{"op":"add","path":"/elements/regions-table","value":{"type":"Table","props":{"columns":["col-region","col-health","col-players","col-latency","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-region","value":{"type":"Col","props":{"label":"Region","data":["NA-East","NA-West","EU-Central","AP-Southeast","SA-Brazil"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-health","value":{"type":"Col","props":{"label":"Health","data":["98%","97%","84%","99%","92%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-players","value":{"type":"Col","props":{"label":"Players","data":[14203,9804,11240,5402,2168],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"Latency","data":["32ms","48ms","89ms","41ms","112ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Healthy","Healthy","Degraded","Healthy","Warning"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/regions-focused-note","value":{"type":"Callout","props":{"variant":"info","title":"Focused View","description":"Currently showing: All Regions. Change dropdown to filter dashboards."},"children":[]}}
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crash-header","crash-chart","crash-table"]}}
+{"op":"add","path":"/elements/crash-header","value":{"type":"CardHeader","props":{"title":"Crash Rate by App Version","subtitle":"Last 24h • Crashes per 1k sessions"},"children":[]}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"HorizontalBarChart","props":{"labels":["v4.2.1","v4.2.0","v4.1.9","v4.1.8","v4.0.5"],"series":["crash-series"]},"children":[]}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash %","values":[0.82,0.41,0.33,1.24,0.58]},"children":[]}}
+{"op":"add","path":"/elements/crash-table","value":{"type":"Table","props":{"columns":["col-crash-ver","col-crash-rate","col-crash-sessions"]},"children":[]}}
+{"op":"add","path":"/elements/col-crash-ver","value":{"type":"Col","props":{"label":"Version","data":["v4.2.1 (current)","v4.2.0","v4.1.9","v4.1.8","v4.0.5"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crash-rate","value":{"type":"Col","props":{"label":"Rate","data":["0.82%","0.41%","0.33%","1.24%","0.58%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crash-sessions","value":{"type":"Col","props":{"label":"Sessions","data":[892340,412003,298112,102341,45012],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/row-live","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["events-card","moderation-card","experiments-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Live Events","subtitle":"2 Running • 2 Upcoming"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["event-item-title","event-item-meta","event-item-progress"]}}
+{"op":"add","path":"/elements/event-item-title","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${status}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${players} players • ${timeLeft} • Reward: ${reward}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-item-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"Progress ${progress}%"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..3b3dde1d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,160 @@
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+{"op":"add","path":"/elements/deliveriesHeader","value":{"type":"CardHeader","props":{"title":"Supplier Deliveries Due This Week","subtitle":"PO tracking • dock 2/3"},"children":[]}}
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+{"op":"add","path":"/elements/maintColDue","value":{"type":"Col","props":{"label":"Due","data":["21 Aug","23 Aug","25 Aug","28 Aug"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/maintColPriority","value":{"type":"Col","props":{"label":"Priority","data":["High","Medium","High","Low"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/qualityHeader","value":{"type":"CardHeader","props":{"title":"Batches on Quality Hold","subtitle":"QA disposition required"},"children":[]}}
+{"op":"add","path":"/elements/qualityTable","value":{"type":"Table","props":{"columns":["qualColBatch","qualColLine","qualColReason","qualColHoldSince"]},"children":[]}}
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+{"op":"add","path":"/elements/qualColReason","value":{"type":"Col","props":{"label":"Reason","data":["Dimensional drift","Surface blemish","Hardness low"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/qualColHoldSince","value":{"type":"Col","props":{"label":"Hold Since","data":["Today 10:15","Yesterday 16:40","17 Aug 09:20"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/qualityNote","value":{"type":"Callout","props":{"variant":"warning","title":"3 batches blocked","description":"1200 units quarantined in Q-zone. QA lead notified."},"children":[]}}
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+{"op":"add","path":"/elements/workOrdersHeader","value":{"type":"CardHeader","props":{"title":"Open Work Orders","subtitle":"Priority sorted • 5 open"},"children":[]}}
+{"op":"add","path":"/elements/workOrdersTable","value":{"type":"Table","props":{"columns":["woColId","woColMachine","woColIssue","woColPriority"]},"children":[]}}
+{"op":"add","path":"/elements/woColId","value":{"type":"Col","props":{"label":"WO","data":["WO-1842","WO-1845","WO-1850","WO-1851","WO-1853"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/woColMachine","value":{"type":"Col","props":{"label":"Machine","data":["M-11","P-204","R-07","Line 2 Feeder","C-12"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/woColIssue","value":{"type":"Col","props":{"label":"Issue","data":["Nozzle leak","Die wear","Servo alarm","Jam sensor","Belt slip"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/scheduleHeader","value":{"type":"CardHeader","props":{"title":"Schedule Maintenance","subtitle":"Create PM work order"},"children":[]}}
+{"op":"add","path":"/elements/scheduleForm","value":{"type":"Form","props":{"name":"scheduleForm","fields":["fcMachine","fcDate","fcNotes"],"buttons":"scheduleButtons"},"children":[]}}
+{"op":"add","path":"/elements/fcMachine","value":{"type":"FormControl","props":{"label":"Machine","input":"selectMachine"},"children":[]}}
+{"op":"add","path":"/elements/selectMachine","value":{"type":"Select","props":{"name":"machine","placeholder":"Select machine","items":["optM1","optM2","optM3","optM4","optM5"],"value":{"$bindState":"/formMachine"}},"children":[]}}
+{"op":"add","path":"/elements/optM1","value":{"type":"SelectItem","props":{"value":"P-204","label":"Press P-204"},"children":[]}}
+{"op":"add","path":"/elements/optM2","value":{"type":"SelectItem","props":{"value":"M-11","label":"Molder M-11"},"children":[]}}
+{"op":"add","path":"/elements/optM3","value":{"type":"SelectItem","props":{"value":"R-07","label":"Robot R-07"},"children":[]}}
+{"op":"add","path":"/elements/optM4","value":{"type":"SelectItem","props":{"value":"C-12","label":"Conveyor C-12"},"children":[]}}
+{"op":"add","path":"/elements/optM5","value":{"type":"SelectItem","props":{"value":"L2-Feeder","label":"Line 2 Feeder"},"children":[]}}
+{"op":"add","path":"/elements/fcDate","value":{"type":"FormControl","props":{"label":"Date","input":"dateInput","hint":"Planned downtime window"},"children":[]}}
+{"op":"add","path":"/elements/dateInput","value":{"type":"DatePicker","props":{"name":"maintDate","mode":"single","value":{"$bindState":"/formDate"}},"children":[]}}
+{"op":"add","path":"/elements/fcNotes","value":{"type":"FormControl","props":{"label":"Notes","input":"inputNotes"},"children":[]}}
+{"op":"add","path":"/elements/inputNotes","value":{"type":"Input","props":{"name":"notes","placeholder":"e.g. Replace filter, 2hr window","value":{"$bindState":"/formNotes"}},"children":[]}}
+{"op":"add","path":"/elements/scheduleButtons","value":{"type":"Buttons","props":{"buttons":["scheduleBtn","clearBtn"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/formMachine","value":""}
+{"op":"add","path":"/state/formDate","value":[]}
+{"op":"add","path":"/state/formNotes","value":""}
+{"op":"add","path":"/state/workOrdersLog","value":[]}
+{"op":"add","path":"/elements/kpiEnergySub","value":{"type":"TextContent","props":{"text":"Peak 14:00 — 412 kW • Cost ~ $312 • vs 2.8 MWh yesterday","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..d947b6307
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,73 @@
+{"op":"add","path":"/root","value":"app"}
+{"op":"add","path":"/elements/app","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","kpiRow","alertActionRow","lineFilterCard","focusedDetailCard","linesSection","defectDowntimeRow","maintenanceStockRow","deliveriesShiftRow","qualityWorkRow","scheduleEnergyRow","exportStatusCallout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerLeft","headerRight"]}}
+{"op":"add","path":"/elements/headerLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Plant A — Live • 18 Aug 2026 14:32 UTC • All systems monitored","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/headerRight","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["headerBadgeLive","headerBadgeShift"]}}
+{"op":"add","path":"/elements/headerBadgeLive","value":{"type":"Badge","props":{"text":"● LIVE","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["oeeCard","prodCard","energyCard","safetyCard"]}}
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+{"op":"add","path":"/elements/oeeValue","value":{"type":"TextContent","props":{"text":{"$template":"${/oee/value}% OEE"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/oeeBreakdown","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between"},"children":["oeeAvail","oeePerf","oeeQual"]}}
+{"op":"add","path":"/elements/oeeAvail","value":{"type":"TextContent","props":{"text":{"$template":"Avail ${/oee/availability}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/oeePerf","value":{"type":"TextContent","props":{"text":{"$template":"Perf ${/oee/performance}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/oeeQual","value":{"type":"TextContent","props":{"text":{"$template":"Qual ${/oee/quality}%"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/energyCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energyHeader","energyValue","energyProgress","energySub"]}}
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+{"op":"add","path":"/elements/quickDesc","value":{"type":"TextContent","props":{"text":"Includes OEE, production, downtime, quality holds and energy for Shift B handover.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/quickButtons","value":{"type":"Buttons","props":{"buttons":["exportBtn","exportPdfBtn"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/andonAlerts/2","value":{"id":"a3","line":"Line 2 Molding","type":"QUALITY","message":"Visual defect spike — 3 rejects in 10 min","time":"13:55"}}
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+{"op":"add","path":"/elements/lineOptAll","value":{"type":"SelectItem","props":{"value":"all","label":"All Lines — Overview"},"children":[]}}
+{"op":"add","path":"/elements/lineOpt1","value":{"type":"SelectItem","props":{"value":"L1","label":"Line 1 — Extrusion"},"children":[]}}
+{"op":"add","path":"/elements/lineOpt2","value":{"type":"SelectItem","props":{"value":"L2","label":"Line 2 — Molding"},"children":[]}}
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+{"op":"add","path":"/elements/lineOpt4","value":{"type":"SelectItem","props":{"value":"L4","label":"Line 4 — Packaging"},"children":[]}}
+{"op":"add","path":"/elements/focusedDetailCard","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"visible":{"$state":"/selectedLine","neq":"all"},"children":["focusedHeader","focusedText"]}}
+{"op":"add","path":"/elements/focusedHeader","value":{"type":"CardHeader","props":{"title":"Focused Line Detail","subtitle":"Filtered view active"},"children":[]}}
+{"op":"add","path":"/elements/focusedText","value":{"type":"TextContent","props":{"text":{"$template":"Focused on ${/selectedLine} — detailed metrics filtered in tables and charts. Clear filter to return to overview."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/linesSection","value":{"type":"Card","props":{"variant":"card","direction":"column","gap
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..70f5c11a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,172 @@
+{"op":"add","path":"/root","value":"main"}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..6c26a1289
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,140 @@
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+{"op":"add","path":"/elements/exportDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Export Shift Report","title":"Shift Report Ready","description":"CSV and PDF generated for Shift B — 18 Aug 2026"},"children":["exportDialogContent"]}}
+{"op":"add","path":"/elements/exportDialogContent","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["exportConfirmText","exportBtnInside"]}}
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+{"op":"add","path":"/elements/scheduleBtnRow","value":{"type":"Buttons","props":{"buttons":["scheduleBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/scheduleBtn","value":{"type":"Button","props":{"label":"Schedule Maintenance","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/workOrders","value":{"id":"$id","machine":{"$state":"/scheduleForm/machine"},"issue":"Scheduled preventive maintenance","priority":"Medium"},"clearStatePath":"/scheduleForm/machine"}}},"children":[]}}
+{"op":"add","path":"/elements/scheduleConfirm","value":{"type":"Callout","props":{"variant":"success","title":"Scheduled","description":"Maintenance scheduled successfully"},"children":[]}}
+{"op":"add","path":"/state/scheduleForm","value":{"machine":"","date":[]}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/deliveries","value":[]}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/machinesDue","value":[]}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..16e6b9979
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header","regionFilterCard","kpiRow","chartsRow1","chartsRow2","healthRow","contentRow","monetizationRow","opsRow"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["headerTitle","headerLive"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"CardHeader","props":{"title":"StreamOps — Operations Room","subtitle":"Live streaming control • Updated just now • UTC 14:32:18"},"children":[]}}
+{"op":"add","path":"/elements/headerLive","value":{"type":"Tag","props":{"text":"● LIVE","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterCard","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["regionFilterLabel","regionSelectWrap"]}}
+{"op":"add","path":"/elements/regionFilterLabel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["regionFilterTitle","regionFilterHint"]}}
+{"op":"add","path":"/elements/regionFilterTitle","value":{"type":"TextContent","props":{"text":"Focus Region (14)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterHint","value":{"type":"TextContent","props":{"text":"Filter delivery health, buffering and device split by region","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionSelectWrap","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["regionSelect"]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"region","items":["regionOptAll","regionOptUseast","regionOptUswest","regionOptEuwest","regionOptApac","regionOptSa"],"placeholder":"Select region","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/regionOptAll","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions — Global"},"children":[]}}
+{"op":"add","path":"/elements/regionOptUseast","value":{"type":"SelectItem","props":{"value":"us-east","label":"US-East"},"children":[]}}
+{"op":"add","path":"/elements/regionOptUswest","value":{"type":"SelectItem","props":{"value":"us-west","label":"US-West"},"children":[]}}
+{"op":"add","path":"/elements/regionOptEuwest","value":{"type":"SelectItem","props":{"value":"eu-west","label":"EU-West"},"children":[]}}
+{"op":"add","path":"/elements/regionOptApac","value":{"type":"SelectItem","props":{"value":"apac","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/regionOptSa","value":{"type":"SelectItem","props":{"value":"sa","label":"South America"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpiViewers","kpiBuffering","kpiRecClick","kpiWatchTotal"]}}
+{"op":"add","path":"/elements/kpiViewers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiViewersLabel","kpiViewersValue","kpiViewersTrend"]}}
+{"op":"add","path":"/elements/kpiViewersLabel","value":{"type":"TextContent","props":{"text":"1 • VIEWERS WATCHING RIGHT NOW","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiViewersValue","value":{"type":"TextContent","props":{"text":{"$template":"${/viewersNow}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiViewersTrend","value":{"type":"TextContent","props":{"text":"▲ 4.2% vs last hour • 18,420 concurrent streams • Peak 142k at 21:00 UTC","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiBuffering","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiBufferingLabel","kpiBufferingValue","kpiBufferingProgress","kpiBufferingHint"]}}
+{"op":"add","path":"/elements/kpiBufferingLabel","value":{"type":"TextContent","props":{"text":"6 • BUFFERING RATE","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingValue","value":{"type":"TextContent","props":{"text":{"$template":"${/bufferingRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingProgress","value":{"type":"Progress","props":{"value":{"$state":"/bufferingRateNum"},"label":"Target <1.0% • Healthy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingHint","value":{"type":"Tag","props":{"text":"Healthy • p95 start-up 1.2s","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecClick","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiRecClickLabel","kpiRecClickValue","kpiRecClickProgress","kpiRecClickHint"]}}
+{"op":"add","path":"/elements/kpiRecClickLabel","value":{"type":"TextContent","props":{"text":"10 • RECOMMENDATION CLICK-THROUGH","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecClickValue","value":{"type":"TextContent","props":{"text":{"$template":"${/recClickRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecClickProgress","value":{"type":"Progress","props":{"value":{"$state":"/recClickRate"},"label":"12.8% of impressions clicked"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecClickHint","value":{"type":"TextContent","props":{"text":"28,412 clicks / 222k impressions today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiWatchTotal","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpiWatchLabel","kpiWatchValue","kpiWatchHint"]}}
+{"op":"add","path":"/elements/kpiWatchLabel","value":{"type":"TextContent","props":{"text":"WATCH TIME (30D) • TOTAL","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpiWatchValue","value":{"type":"TextContent","props":{"text":"4.82M hours","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiWatchHint","value":{"type":"TextContent","props":{"text":"Avg 161k hrs/day • +6.1% MoM","size":"small"},"children":[]}}
+{"op":"add","path":"/state/viewersNow","value":"128,473"}
+{"op":"add","path":"/state/bufferingRate","value":"0.42"}
+{"op":"add","path":"/state/bufferingRateNum","value":0.42}
+{"op":"add","path":"/state/recClickRate","value":12.8}
+{"op":"add","path":"/elements/chartsRow1","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["watchTimeCard","subsCard"]}}
+{"op":"add","path":"/elements/watchTimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["watchTimeHeader","watchTimeChart"]}}
+{"op":"add","path":"/elements/watchTimeHeader","value":{"type":"CardHeader","props":{"title":"3 • Watch Time — Past 30 Days","subtitle":"Hours watched per day • Region: All Regions"},"children":[]}}
+{"op":"add","path":"/elements/watchTimeChart","value":{"type":"AreaChart","props":{"labels":["Apr 20","Apr 23","Apr 26","Apr 29","May 02","May 05","May 08","May 11","May 14","May 17"],"series":["seriesWatchTime"],"variant":"natural","xLabel":"Date","yLabel":"Hours (k)"},"children":[]}}
+{"op":"add","path":"/elements/seriesWatchTime","value":{"type":"Series","props":{"category":"Watch Hours","values":[142,158,149,167,172,165,181,176,189,192]},"children":[]}}
+{"op":"add","path":"/elements/subsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subsHeader","subsChart"]}}
+{"op":"add","path":"/elements/subsHeader","value":{"type":"CardHeader","props":{"title":"4 • New Subscribers vs Cancellations","subtitle":"Daily net adds • Last 14 days"},"children":[]}}
+{"op":"add","path":"/elements/subsChart","value":{"type":"BarChart","props":{"labels":["Apr 28","Apr 30","May 02","May 04","May 06","May 08","May 10"],"series":["seriesNewSubs","seriesCancels"],"variant":"grouped","xLabel":"Date","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/seriesNewSubs","value":{"type":"Series","props":{"category":"New Subs","values":[3420,3890,4120,3650,3980,4210,4450]},"children":[]}}
+{"op":"add","path":"/elements/seriesCancels","value":{"type":"Series","props":{"category":"Cancellations","values":[1810,1920,2100,1980,1850,2040,2120]},"children":[]}}
+{"op":"add","path":"/elements/chartsRow2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["topTitlesCard","genreCard"]}}
+{"op":"add","path":"/elements/topTitlesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["topTitlesHeader","topTitlesChart"]}}
+{"op":"add","path":"/elements/topTitlesHeader","value":{"type":"CardHeader","props":{"title":"2 • Most-Watched Titles","subtitle":"Total hours watched • Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/topTitlesChart","value":{"type":"HorizontalBarChart","props":{"labels":["The Night Shift","Echoes of Tomorrow","Crown & Dagger","Midnight Library","Formula: Apex"],"series":["seriesHours"],"variant":"grouped","xLabel":"Hours (k)","yLabel":"Title"},"children":[]}}
+{"op":"add","path":"/elements/seriesHours","value":{"type":"Series","props":{"category":"Hours","values":[482,421,398,365,312]},"children":[]}}
+{"op":"add","path":"/elements/genreCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["genreHeader","genreChart"]}}
+{"op":"add","path":"/elements/genreHeader","value":{"type":"CardHeader","props":{"title":"5 • Performance by Genre","subtitle":"View share vs completion rate"},"children":[]}}
+{"op":"add","path":"/elements/genreChart","value":{"type":"RadarChart","props":{"labels":["Drama","Sci-Fi","Comedy","Thriller","Documentary","Kids"],"series":["seriesGenreViews","seriesGenreCompletion"]},"children":[]}}
+{"op":"add","path":"/elements/seriesGenreViews","value":{"type":"Series","props":{"category":"View Share %","values":[28,22,18,15,9,8]},"children":[]}}
+{"op":"add","path":"/elements/seriesGenreCompletion","value":{"type":"Series","props":{"category":"Completion %","values":[68,72,61,74,81,55]},"children":[]}}
+{"op":"add","path":"/elements/healthRow","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["deliveryHealthCard"]}}
+{"op":"add","path":"/elements/deliveryHealthCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["deliveryHealthHeader","deliveryHealthRegionNote","deliveryHealthTable"]}}
+{"op":"add","path":"/elements/deliveryHealthHeader","value":{"type":"CardHeader","props":{"title":"7 • Delivery Health by Region","subtitle":"CDN hit ratio, latency and error rate • Filtered by region selector (14)"},"children":[]}}
+{"op":"add","path":"/elements/deliveryHealthRegionNote","value":{"type":"TextContent","props":{"text":{"$template":"Currently focused on: ${/selectedRegion} — table highlights matching region"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deliveryHealthTable","value":{"type":"Table","props":{"columns":["colRegion","colHealth","colLatency","colError","colHit"]},"children":[]}}
+{"op":"add","path":"/elements/colRegion","value":{"type":"Col","props":{"label":"Region","data":["US-East","US-West","EU-West","APAC","South America"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colHealth","value":{"type":"Col","props":{"label":"Health","data":["● Healthy","● Healthy","● Degraded","● Healthy","● Warning"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colLatency","value":{"type":"Col","props":{"label":"p95 Latency","data":["42 ms","38 ms","89 ms","67 ms","112 ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colError","value":{"type":"Col","props":{"label":"Error Rate","data":["0.08%","0.06%","0.41%","0.12%","0.28%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colHit","value":{"type":"Col","props":{"label":"Cache Hit","data":["96.2%","97.1%","91.4%","94.8%","92.0%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/contentRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["releasesCard","licensesCard","failedSearchesCard"]}}
+{"op":"add","path":"/elements/releasesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["releasesHeader","releasesList"]}}
+{"op":"add","path":"/elements/releasesHeader","value":{"type":"CardHeader","props":{"title":"8 • Releases Coming This Month","subtitle":"Scheduled premieres • May 2026"},"children":[]}}
+{"op":"add","path":"/elements/releasesList","value":{"type":"ListBlock","props":{"items":["release1","release2","release3","release4"]},"children":[]}}
+{"op":"add","path":"/elements/release1","value":{"type":"ListItem","props":{"title":"Echoes S3 — May 22","subtitle":"Drama • Global premiere • 8 episodes • Promo ready","actionLabel":""},"children":[]}}
+{"op":"add","path":"/elements/release2","value":{"type":"ListItem","props":{"title":"Formula: Apex — May 18","subtitle":"Documentary • Sports • 4K HDR • Trailer live"},"children":[]}}
+{"op":"add","path":"/elements/release3","value":{"type":"ListItem","props":{"title":"The Night Shift: Reckoning — May 27","subtitle":"Thriller • Film • 2h 14m • Final QC"},"children":[]}}
+{"op":"add","path":"/elements/release4","value":{"type":"ListItem","props":{"title":"Tiny Explorers S2 — May 15","subtitle":"Kids • 12 episodes • Dubs: 8 languages"},"children":[]}}
+{"op":"add","path":"/elements/licensesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licensesHeader","licensesList"]}}
+{"op":"add","path":"/elements/licensesHeader","value":{"type":"CardHeader","props":{"title":"9 • Licenses Expiring Soon","subtitle":"Renewal required within 45 days"},"children":[]}}
+{"op":"add","path":"/elements/licensesList","value":{"type":"ListBlock","props":{"items":["license1","license2","license3","license4"]},"children":[]}}
+{"op":"add","path":"/elements/license1","value":{"type":"ListItem","props":{"title":"Crown & Dagger S1-2 — Jun 08","subtitle":"EU-West & APAC • 12 days left • Owner: Studio North"},"children":[]}}
+{"op":"add","path":"/elements/license2","value":{"type":"ListItem","props":{"title":"Midnight Library — Jun 14","subtitle":"US-East • 18 days left • Renewal: In negotiation"},"children":[]}}
+{"op":"add","path":"/elements/license3","value":{"type":"ListItem","props":{"title":"Classic Anime Pack — May 30","subtitle":"Global • 4 days left • ⚠ Action required"},"children":[]}}
+{"op":"add","path":"/elements/license4","value":{"type":"ListItem","props":{"title":"Live Sports Archive 2023 — Jun 28","subtitle":"SA • 32 days left • Auto-renew: Off"},"children":[]}}
+{"op":"add","path":"/elements/failedSearchesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["failedSearchesHeader","failedSearchesList"]}}
+{"op":"add","path":"/elements/failedSearchesHeader","value":{"type":"CardHeader","props":{"title":"11 • Searches Without Playback","subtitle":"Top queries that ended with zero play • Last 24h"},"children":[]}}
+{"op":"add","path":"/elements/failedSearchesList","value":{"type":"ListBlock","props":{"items":["fail1","fail2","fail3","fail4","fail5"]},"children":[]}}
+{"op":"add","path":"/elements/fail1","value":{"type":"ListItem","props":{"title":"\"free football live\" — 4,820 searches","subtitle":"No results • 0% play rate • Suggest: redirect to Sports hub"},"children":[]}}
+{"op":"add","path":"/elements/fail2","value":{"type":"ListItem","props":{"title":"\"korean drama 2024\" — 3,410 searches","subtitle":"Spelling variant • 2.1% play • Add synonym"},"children":[]}}
+{"op":"add","path":"/elements/fail3","value":{"type":"ListItem","props":{"title":"\"echoes season 1\" — 2,980 searches","subtitle":"Licensed but geo-blocked in EU • Explain availability"},"children":[]}}
+{"op":"add","path":"/elements/fail4","value":{"type":"ListItem","props":{"title":"\"4k nature\" — 2,120 searches","subtitle":"Tag missing • Content exists but not surfaced"},"children":[]}}
+{"op":"add","path":"/elements/fail5","value":{"type":"ListItem","props":{"title":"\"comedy central\" — 1,870 searches","subtitle":"Expired license • Show alternatives"},"children":[]}}
+{"op":"add","path":"/elements/monetizationRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["revenueCard","deviceSplitCard"]}}
+{"op":"add","path":"/elements/revenueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenueHeader","revenueChart","revenueLegend"]}}
+{"op":"add","path":"/elements/revenueHeader","value":{"type":"CardHeader","props":{"title":"12 • Revenue Split by Plan","subtitle":"MRR distribution • May MTD $8.42M"},"children":[]}}
+{"op":"add","path":"/elements/revenueChart","value":{"type":"PieChart","props":{"labels":["Premium 4K","Standard HD","Basic","Ad-Supported"],"values":[58,22,12,8],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/revenueLegend","value":{"type":"TagBlock","props":{"tags":["Premium 58% • $4.88M","Standard 22% • $1.85M","Basic 12% • $1.01M","Ad-Supported 8% • $0.67M"]},"children":[]}}
+{"op":"add","path":"/elements/deviceSplitCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["deviceSplitHeader","deviceSplitChart","deviceSplitNote"]}}
+{"op":"add","path":"/elements/deviceSplitHeader","value":{"type":"CardHeader","props":{"title":"13 • Viewing Split by Device","subtitle":"Share of watch hours • Filtered by selected region"},"children":[]}}
+{"op":"add","path":"/elements/deviceSplitChart","value":{"type":"PieChart","props":{"labels":["Smart TV","Mobile","Web","Console","Tablet"],"values":[42,28,16,9,5],"variant":"pie","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/deviceSplitNote","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${/selectedRegion} • TV dominates at 42% • Mobile 28% • Use region selector above to refocus"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/opsRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["flagsCard","promoteCard"]}}
+{"op":"add","path":"/elements/flagsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flagsHeader","flagsGroup","flagsHint"]}}
+{"op":"add","path":"/elements/flagsHeader","value":{"type":"CardHeader","props":{"title":"15 • Feature Flags","subtitle":"Toggle rollout state per feature"},"children":[]}}
+{"op":"add","path":"/elements/flagsGroup","value":{"type":"SwitchGroup","props":{"name":"featureFlags","items":["flagAutoplay","flagPreview","flagSkipIntro","flagLiveChat","flagDolby"],"variant":"card","value":{"$bindState":"/enabledFlags"}},"children":[]}}
+{"op":"add","path":"/elements/flagAutoplay","value":{"type":"SwitchItem","props":{"name":"autoplay","label":"Autoplay Next Episode","description":"Enabled for 85% of users • Canary: APAC only","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flagPreview","value":{"type":"SwitchItem","props":{"name":"preview","label":"Hover Preview (muted)","description":"Enabled • 100% rollout","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flagSkipIntro","value":{"type":"SwitchItem","props":{"name":"skipIntro","label":"Skip Intro Button","description":"Enabled • ML detection v2","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flagLiveChat","value":{"type":"SwitchItem","props":{"name":"liveChat","label":"Live Chat on Sports","description":"Disabled • Flag off for load test","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/flagDolby","value":{"type":"SwitchItem","props":{"name":"dolby","label":"Dolby Atmos Badge","description":"Enabled for Premium only • 40% rollout","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/flagsHint","value":{"type":"TextContent","props":{"text":"Changes apply instantly via config service. Enabled flags are persisted to /enabledFlags.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/enabledFlags","value":["autoplay","preview","skipIntro"]}
+{"op":"add","path":"/elements/promoteCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promoteHeader","promoteForm"]}}
+{"op":"add","path":"/elements/promoteHeader","value":{"type":"CardHeader","props":{"title":"16 • Promote Title on Home Screen","subtitle":"Push a title to the Hero carousel • Immediate effect"},"children":[]}}
+{"op":"add","path":"/elements/promoteForm","value":{"type":"Form","props":{"name":"promoteForm","fields":["fcPromoteTitle","fcPromoteSlot"],"buttons":"promoButtons"},"children":[]}}
+{"op":"add","path":"/elements/fcPromoteTitle","value":{"type":"FormControl","props":{"label":"Title to promote","input":"selectPromoTitle","hint":"Choose from most-watched or upcoming releases"},"children":[]}}
+{"op":"add","path":"/elements/selectPromoTitle","value":{"type":"Select","props":{"name":"promoTitle","items":["promoOpt1","promoOpt2","promoOpt3","promoOpt4","promoOpt5"],"placeholder":"Select a title","value":{"$bindState":"/promoTitle"}},"children":[]}}
+{"op":"add","path":"/elements/promoOpt1","value":{"type":"SelectItem","props":{"value":"echoes-s3","label":"Echoes of Tomorrow S3"},"children":[]}}
+{"op":"add","path":"/elements/promoOpt2","value":{"type":"SelectItem","props":{"value":"night-shift","label":"The Night Shift"},"children":[]}}
+{"op":"add","path":"/elements/promoOpt3","value":{"type":"SelectItem","props":{"value":"crown-dagger","label":"Crown & Dagger"},"children":[]}}
+{"op":"add","path":"/elements/promoOpt4","value":{"type":"SelectItem","props":{"value":"formula-apex","label":"Formula: Apex"},"children":[]}}
+{"op":"add","path":"/elements/promoOpt5","value":{"type":"SelectItem","props":{"value":"midnight-library","label":"Midnight Library"},"children":[]}}
+{"op":"add","path":"/elements/fcPromoteSlot","value":{"type":"FormControl","props":{"label":"Home slot","input":"selectPromoSlot","hint":"Hero is above the fold"},"children":[]}}
+{"op":"add","path":"/elements/selectPromoSlot","value":{"type":"Select","props":{"name":"promoSlot","items":["slotOpt1","slotOpt2","slotOpt3"],"placeholder":"Select slot","value":{"$bindState":"/promoSlot"}},"children":[]}}
+{"op":"add","path":"/elements/slotOpt1","value":{"type":"SelectItem","props":{"value":"hero","label":"Hero — Position 1 (largest)"},"children":[]}}
+{"op":"add","path":"/elements/slotOpt2","value":{"type":"SelectItem","props":{"value":"row1","label":"Row 1 — Continue Watching"},"children":[]}}
+{"op":"add","path":"/elements/slotOpt3","value":{"type":"SelectItem","props":{"value":"row2","label":"Row 2 — Recommended"},"children":[]}}
+{"op":"add","path":"/elements/promoButtons","value":{"type":"Buttons","props":{"buttons":["btnPromote"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnPromote","value":{"type":"Button","props":{"label":"Promote to Home Screen","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promoteStatus","value":{"$template":"Promoted ${/promoTitle} to ${/promoSlot}!"}}}}},"children":[]}}
+{"op":"add","path":"/state/promoTitle","value":""}
+{"op":"add","path":"/state/promoSlot","value":"hero"}
+{"op":"add","path":"/state/promoteStatus","value":""}
+{"op":"add","path":"/elements/promoteStatusCallout","value":{"type":"TextContent","props":{"text":{"$template":"${/promoteStatus}"},"size":"small-heavy"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..f550e2591
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,164 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["headerCard","controlsRow","kpiRow","rowCharts1","rowCharts2","healthSplitsRow","bottomRow","promoCard"]}}
+{"op":"add","path":"/elements/headerCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headerTitle","headerSubtitle","headerMetaRow"]}}
+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"StreamPulse — Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSubtitle","value":{"type":"TextContent","props":{"text":"Live platform health, content performance and revenue — single pane of glass. Auto-refresh 30s • Last sync: 02:47 UTC"},"children":[]}}
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+{"op":"add","path":"/elements/promoQueueBadge","value":{"type":"Badge","props":{"text":"LIVE","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/promoEmptyHint","value":{"type":"TextContent","props":{"text":"Select a title, slot and region then click Promote Now. Uses current /selectedRegion as default target if not set.","size":"small"},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..d067fbd1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,155 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/headerTitle","value":{"type":"Heading","props":{"text":"StreamOps — Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/headerSub","value":{"type":"TextContent","props":{"text":"Live platform health, content performance and revenue — all regions. Last refresh 12s ago.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/badgeLive","value":{"type":"Badge","props":{"text":"● LIVE","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/badgeRegion","value":{"type":"Badge","props":{"text":{"$template":"Focus: ${/selectedRegion}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/badgeTime","value":{"type":"Badge","props":{"text":"UTC 18:42:11","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterCard","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["regionFilterLeft","regionFilterControl"]}}
+{"op":"add","path":"/elements/regionFilterLeft","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["regionFilterHeader","regionFilterHint"]}}
+{"op":"add","path":"/elements/regionFilterHeader","value":{"type":"CardHeader","props":{"title":"Region Focus","subtitle":"Filter all KPIs, delivery health and charts (14)"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterHint","value":{"type":"TextContent","props":{"text":"Select a region to isolate buffering, delivery and viewing metrics.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/regionFilterControl","value":{"type":"FormControl","props":{"label":"Focus on one region","input":"regionSelect","hint":"Affects viewers, buffering, and delivery health"},"children":[]}}
+{"op":"add","path":"/elements/regionSelect","value":{"type":"Select","props":{"name":"regionSelect","items":["regionOption-all","regionOption-useast","regionOption-uswest","regionOption-euwest","regionOption-eucentral","regionOption-apac","regionOption-latam"],"placeholder":"All Regions","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/regionOption-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions — Global"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-useast","value":{"type":"SelectItem","props":{"value":"US-East","label":"US-East"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-uswest","value":{"type":"SelectItem","props":{"value":"US-West","label":"US-West"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-euwest","value":{"type":"SelectItem","props":{"value":"EU-West","label":"EU-West"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-eucentral","value":{"type":"SelectItem","props":{"value":"EU-Central","label":"EU-Central"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/regionOption-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
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+{"op":"add","path":"/elements/kpiViewersHeader","value":{"type":"CardHeader","props":{"title":"Viewers watching right now","subtitle":"(1) Concurrent streams"},"children":[]}}
+{"op":"add","path":"/elements/kpiViewersValue","value":{"type":"TextContent","props":{"text":{"$template":"${/viewersNow}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiViewersSub","value":{"type":"TextContent","props":{"text":"▲ 4.2% vs 1h ago • Peak today 1.41M","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiBufferingHeader","value":{"type":"CardHeader","props":{"title":"Buffering rate","subtitle":"(6) Rebuffers / playback hour"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingValue","value":{"type":"TextContent","props":{"text":{"$template":"${/bufferingRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingProgress","value":{"type":"Progress","props":{"value":{"$state":"/bufferingRate"},"label":"Target <1.0%"},"children":[]}}
+{"op":"add","path":"/elements/kpiBufferingSub","value":{"type":"Callout","props":{"variant":"success","title":"Healthy","description":"Well under 1% SLO. P95 start time 1.2s."},"children":[]}}
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+{"op":"add","path":"/elements/kpiRecoHeader","value":{"type":"CardHeader","props":{"title":"Recommendation CTR","subtitle":"(10) Clicks on recommended titles"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecoValue","value":{"type":"TextContent","props":{"text":{"$template":"${/recommendationCtr}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecoProgress","value":{"type":"Progress","props":{"value":{"$state":"/recommendationCtr"},"label":"Goal 15%"},"children":[]}}
+{"op":"add","path":"/elements/kpiRecoSub","value":{"type":"TextContent","props":{"text":"1.8M impressions • 223k clicks today","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/kpiWatchTimeHeader","value":{"type":"CardHeader","props":{"title":"Watch time (30d)","subtitle":"(3) Total hours streamed"},"children":[]}}
+{"op":"add","path":"/elements/kpiWatchTimeValue","value":{"type":"TextContent","props":{"text":"53.5M hours","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpiWatchTimeSub","value":{"type":"TextContent","props":{"text":"Avg 1.78M / day • +6.1% MoM","size":"small"},"children":[]}}
+{"op":"add","path":"/state/viewersNow","value":"1,284,532"}
+{"op":"add","path":"/state/bufferingRate","value":0.82}
+{"op":"add","path":"/state/recommendationCtr","value":12.4}
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+{"op":"add","path":"/elements/mostWatchedHeader","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"(2) Hours watched — last 30 days"},"children":[]}}
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+{"op":"add","path":"/elements/watchTimeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["watchTimeHeader","watchTimeChart"]}}
+{"op":"add","path":"/elements/watchTimeHeader","value":{"type":"CardHeader","props":{"title":"Watch time — past month","subtitle":"(3) Daily aggregate, millions of hours"},"children":[]}}
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+{"op":"add","path":"/elements/seriesWatchTime","value":{"type":"Series","props":{"category":"Watch time","values":[12.4,13.1,14.2,13.8]},"children":[]}}
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+{"op":"add","path":"/elements/subsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subsHeader","subsChart"]}}
+{"op":"add","path":"/elements/subsHeader","value":{"type":"CardHeader","props":{"title":"New subscribers vs cancellations","subtitle":"(4) Weekly net growth"},"children":[]}}
+{"op":"add","path":"/elements/subsChart","value":{"type":"BarChart","props":{"labels":["Apr 21-27","Apr 28-May 4","May 5-11","May 12-18"],"series":["seriesNewSubs","seriesCancels"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts"},"children":[]}}
+{"op":"add","path":"/elements/seriesNewSubs","value":{"type":"Series","props":{"category":"New subs","values":[42000,48000,51000,46000]},"children":[]}}
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+{"op":"add","path":"/elements/genreHeader","value":{"type":"CardHeader","props":{"title":"Performance by genre","subtitle":"(5) Share vs completion"},"children":[]}}
+{"op":"add","path":"/elements/genreChart","value":{"type":"RadarChart","props":{"labels":["Drama","Sci-Fi","Comedy","Thriller","Documentary","Kids"],"series":["seriesGenreViews","seriesGenreCompletion"]},"children":[]}}
+{"op":"add","path":"/elements/seriesGenreViews","value":{"type":"Series","props":{"category":"View share %","values":[28,22,18,15,10,7]},"children":[]}}
+{"op":"add","path":"/elements/seriesGenreCompletion","value":{"type":"Series","props":{"category":"Completion %","values":[72,68,61,75,81,88]},"children":[]}}
+{"op":"add","path":"/elements/revenueCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenueHeader","revenueChart"]}}
+{"op":"add","path":"/elements/revenueHeader","value":{"type":"CardHeader","props":{"title":"Revenue split by plan","subtitle":"(12) MRR share"},"children":[]}}
+{"op":"add","path":"/elements/revenueChart","value":{"type":"PieChart","props":{"labels":["Premium 4K","Standard","Basic w/ Ads","Annual"],"values":[48,27,18,7],"variant":"donut","appearance":"circular"},"children":[]}}
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+{"op":"add","path":"/elements/deviceHeader","value":{"type":"CardHeader","props":{"title":"Viewing split by device","subtitle":"(13) Hours share"},"children":[]}}
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+{"op":"add","path":"/elements/deliveryCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deliveryHeader","deliveryTable"]}}
+{"op":"add","path":"/elements/deliveryHeader","value":{"type":"CardHeader","props":{"title":"Delivery health by region","subtitle":"(7) CDN edge — filtered by region focus"},"children":[]}}
+{"op":"add","path":"/elements/deliveryTable","value":{"type":"Table","props":{"columns":["colRegion","colHealth","colLatency","colError"]},"children":[]}}
+{"op":"add","path":"/elements/colRegion","value":{"type":"Col","props":{"label":"Region","data":["US-East","US-West","EU-West","EU-Central","APAC","LATAM"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/colHealth","value":{"type":"Col","props":{"label":"Health","data":["99.96%","99.91%","99.88%","99.93%","99.72%","99.65%"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/releasesHeader","value":{"type":"CardHeader","props":{"title":"Releases coming this month","subtitle":"(8) Scheduled premieres"},"children":[]}}
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+{"op":"add","path":"/elements/releaseItemBadge","value":{"type":"Badge","props":{"text":{"$item":"badge"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/releases","value":[]}
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+{"op":"add","path":"/state/releases/1","value":{"id":"r2","title":"Quantum Heist: Redux","date":"May 25","genre":"Action","slot":"Prime 19:00","badge":"Film"}}
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+{"op":"add","path":"/elements/licensesHeader","value":{"type":"CardHeader","props":{"title":"Licenses expiring soon","subtitle":"(9) Renew or remove"},"children":[]}}
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+{"op":"add","path":"/elements/licenseItemAction","value":{"type":"TextContent","props":{"text":"Action: Renew / Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/state/licenses","value":[]}
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+{"op":"add","path":"/elements/flag-hdrUpscale","value":{"type":"SwitchItem","props":{"label":"HDR upscale on SDR","description":"Experimental","name":"hdrUpscale","defaultChecked":false},"children":[]}}
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+{"op":"add","path":"/state/featureFlags","value":["autoPlayNext","newRecoEngine"]}
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+{"op":"add","path":"/elements/promoHeader","value":{"type":"CardHeader","props":{"title":"Promote title on home screen","subtitle":"(16) Hero placement control"},"children":[]}}
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+{"op":"add","path":"/elements/promoTitleOpt2","value":{"type":"SelectItem","props":{"value":"Echoes of Tomorrow","label":"Echoes of Tomorrow"},"children":[]}}
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+{"op":"add","path":"/elements/promoSlotOpt2","value":{"type":"SelectItem","props":{"value":"Row 2 — Continue Watching","label":"Row 2 — Continue Watching"},"children":[]}}
+{"op":"add","path":"/elements/promoSlotOpt3","value":{"type":"SelectItem","props":{"value":"Row 5 — Trending Now","label":"Row 5 — Trending Now"},"children":[]}}
+{"op":"add","path":"/elements/promoButtons","value":{"type":"Buttons","props":{"buttons":["promoSubmitBtn","promoResetBtn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/promoSubmitBtn","value":{"type":"Button","props":{"label":"Promote to Home","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promo/status","value":"promoted"}}}},"children":[]}}
+{"op":"add","path":"/elements/promoResetBtn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/promo/title","value":""}}}},"children":[]}}
+{"op":"add","path":"/elements/promoPreview","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promoPreviewTitle","promoPreviewText"]}}
+{"op":"add","path":"/elements/promoPreviewTitle","value":{"type":"TextContent","props":{"text":"Preview","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promoPreviewText","value":{"type":"TextContent","props":{"text":{"$template":"\"${/promo/title}\" → ${/promo/slot} • Status: ${/promo/status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promo","value":{"title":"Echoes of Tomorrow","slot":"Hero — Top Carousel","status":"idle"}}
+{"op":"add","path":"/state/promo/status","value":"idle"}
diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..2711916b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-row","region-filter-card","row-charts-1","row-charts-2","delivery-card","content-row","search-revenue-row","device-flags-row","promo-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["header-inner","header-meta"]}}
+{"op":"add","path":"/elements/header-inner","value":{"type":"CardHeader","props":{"title":"StreamOps — Operations Room","subtitle":"Live platform health • 18 Aug 2026 • 14:42 UTC • On-air globally"},"children":[]}}
+{"op":"add","path":"/elements/header-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["header-live-tag","header-region-focus"]}}
+{"op":"add","path":"/elements/header-live-tag","value":{"type":"TagBlock","props":{"tags":["● LIVE","CDN: Healthy","Encoders: 24/24"]},"children":[]}}
+{"op":"add","path":"/elements/header-region-focus","value":{"type":"TextContent","props":{"text":{"$template":"Focus: ${/selectedRegion} • Auto-refresh 10s"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["kpi-viewers","kpi-buffer","kpi-reco"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"start"},"children":["kpi-viewers-label","kpi-viewers-value","kpi-viewers-sub"]}}
+{"op":"add","path":"/elements/kpi-viewers-label","value":{"type":"TextContent","props":{"text":"1 — Viewers watching right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-viewers-value","value":{"type":"TextContent","props":{"text":{"$template":"${/viewersNow}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-viewers-sub","value":{"type":"TextContent","props":{"text":"▲ +18.4k in last 5 min • Peak today 912,401","size":"small"},"children":[]}}
+{"op":"add","path":"/state/viewersNow","value":"847,392"}
+{"op":"add","path":"/elements/kpi-buffer","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-buffer-label","kpi-buffer-value","kpi-buffer-progress","kpi-buffer-sub"]}}
+{"op":"add","path":"/elements/kpi-buffer-label","value":{"type":"TextContent","props":{"text":"6 — Buffering rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-buffer-value","value":{"type":"TextContent","props":{"text":{"$template":"${/bufferRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-buffer-progress","value":{"type":"Progress","props":{"value":18,"label":"Target <1.5% — elevated in APAC"},"children":[]}}
+{"op":"add","path":"/elements/kpi-buffer-sub","value":{"type":"Alert","props":{"title":"APAC edge latency spike","description":"Rebuffering 2.4% in APAC • Auto-scaling CDN nodes","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/bufferRate","value":"1.8"}
+{"op":"add","path":"/elements/kpi-reco","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-reco-label","kpi-reco-value","kpi-reco-progress","kpi-reco-sub"]}}
+{"op":"add","path":"/elements/kpi-reco-label","value":{"type":"TextContent","props":{"text":"10 — Recommendation click-through","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-reco-value","value":{"type":"TextContent","props":{"text":{"$template":"${/recoCTR}% clicked"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-reco-progress","value":{"type":"Progress","props":{"value":62,"label":"62% of impressions lead to play within 2 min"},"children":[]}}
+{"op":"add","path":"/elements/kpi-reco-sub","value":{"type":"TextContent","props":{"text":"Top slot CTR 14.2% • Row CTR 8.1%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/recoCTR","value":"12.4"}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["region-filter-header","region-filter-control","region-focus-detail"]}}
+{"op":"add","path":"/elements/region-filter-header","value":{"type":"CardHeader","props":{"title":"14 — Focus on one region","subtitle":"Filter delivery health, buffering and viewing split by region"},"children":[]}}
+{"op":"add","path":"/elements/region-filter-control","value":{"type":"FormControl","props":{"label":"Select region","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-opt-all","region-opt-us-east","region-opt-us-west","region-opt-eu","region-opt-apac","region-opt-latam"],"value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All regions — Global view"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-us-east","value":{"type":"SelectItem","props":{"value":"US-East","label":"US-East"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-us-west","value":{"type":"SelectItem","props":{"value":"US-West","label":"US-West"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-eu","value":{"type":"SelectItem","props":{"value":"EU","label":"EU"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-detail","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["region-focus-text","region-focus-badge"]}}
+{"op":"add","path":"/elements/region-focus-text","value":{"type":"TextContent","props":{"text":{"$template":"Showing metrics for: ${/selectedRegion} • Delivery health and device split filter to this region"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-badge","value":{"type":"Badge","props":{"text":{"$template":"Filtered: ${/selectedRegion}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/row-charts-1","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["most-watched-card","watch-time-card"]}}
+{"op":"add","path":"/elements/most-watched-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["most-watched-header","chart-most-watched"]}}
+{"op":"add","path":"/elements/most-watched-header","value":{"type":"CardHeader","props":{"title":"2 — Most-watched titles (hours)","subtitle":"Last 24h • Total watch hours"},"children":[]}}
+{"op":"add","path":"/elements/chart-most-watched","value":{"type":"HorizontalBarChart","props":{"labels":["The Night Cipher","Crown of Ashes","Midnight Diner S3","Orbital","Echoes of Tomorrow"],"series":["series-most-watched-hours"],"xLabel":"Hours watched","yLabel":"Title"},"children":[]}}
+{"op":"add","path":"/elements/series-most-watched-hours","value":{"type":"Series","props":{"category":"Hours (k)","values":[48200,39700,34100,28900,22400]},"children":[]}}
+{"op":"add","path":"/elements/watch-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["watch-time-header","chart-watch-time"]}}
+{"op":"add","path":"/elements/watch-time-header","value":{"type":"CardHeader","props":{"title":"3 — Watch time over past month","subtitle":"Daily total hours • 18 Jul – 18 Aug"},"children":[]}}
+{"op":"add","path":"/elements/chart-watch-time","value":{"type":"AreaChart","props":{"labels":["Jul 18","Jul 25","Aug 01","Aug 08","Aug 15","Aug 18"],"series":["series-watch-time"],"variant":"natural","xLabel":"Date","yLabel":"Hours (M)"},"children":[]}}
+{"op":"add","path":"/elements/series-watch-time","value":{"type":"Series","props":{"category":"Watch hours","values":[2.1,2.4,2.0,2.8,3.1,2.9]},"children":[]}}
+{"op":"add","path":"/elements/row-charts-2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["subs-card","genre-card"]}}
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subs-header","chart-subs","subs-legend"]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"CardHeader","props":{"title":"4 — New subscribers vs cancellations","subtitle":"Daily net • Past 30 days"},"children":[]}}
+{"op":"add","path":"/elements/chart-subs","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5"],"series":["series-new-subs","series-cancels"],"variant":"grouped","xLabel":"Week","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/series-new-subs","value":{"type":"Series","props":{"category":"New","values":[12400,13800,11200,15100,14300]},"children":[]}}
+{"op":"add","path":"/elements/series-cancels","value":{"type":"Series","props":{"category":"Cancellations","values":[8200,9100,10400,8900,8600]},"children":[]}}
+{"op":"add","path":"/elements/subs-legend","value":{"type":"TextContent","props":{"text":"Net +21.6k this month • Churn 2.1% • Trial conversions 34%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["genre-header","chart-genre"]}}
+{"op":"add","path":"/elements/genre-header","value":{"type":"CardHeader","props":{"title":"5 — Performance by genre","subtitle":"Completion rate % vs avg watch time index"},"children":[]}}
+{"op":"add","path":"/elements/chart-genre","value":{"type":"RadarChart","props":{"labels":["Drama","Thriller","Comedy","Sci-Fi","Doc","Kids"],"series":["series-genre"]},"children":[]}}
+{"op":"add","path":"/elements/series-genre","value":{"type":"Series","props":{"category":"Completion %","values":[68,74,61,79,55,82]},"children":[]}}
+{"op":"add","path":"/elements/delivery-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delivery-header","table-delivery","delivery-region-cards"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"7 — Delivery health by region","subtitle":"CDN edge • Filtered by region selector above"},"children":[]}}
+{"op":"add","path":"/elements/table-delivery","value":{"type":"Table","props":{"columns":["col-delivery-region","col-delivery-health","col-delivery-latency","col-delivery-error"]},"children":[]}}
+{"op":"add","path":"/elements/col-delivery-region","value":{"type":"Col","props":{"label":"Region","data":["US-East","US-West","EU","APAC","LATAM"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-delivery-health","value":{"type":"Col","props":{"label":"Health","data":["Healthy","Healthy","Degraded","Critical","Healthy"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-delivery-latency","value":{"type":"Col","props":{"label":"p95 latency","data":["42 ms","48 ms","89 ms","142 ms","67 ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-delivery-error","value":{"type":"Col","props":{"label":"Error rate","data":["0.12%","0.15%","0.41%","1.24%","0.22%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-region-cards","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s"},"children":["delivery-card-all","delivery-card-apac","delivery-card-eu"]}}
+{"op":"add","path":"/elements/delivery-card-all","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"visible":{"$or":[{"$state":"/selectedRegion","eq":"All"},{"$state":"/selectedRegion","not":true}]},"children":["delivery-all-title","delivery-all-desc"]}}
+{"op":"add","path":"/elements/delivery-all-title","value":{"type":"TextContent","props":{"text":"Global: 99.87% success","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delivery-all-desc","value":{"type":"TextContent","props":{"text":"All edges nominal except APAC. Auto-failover enabled.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delivery-card-apac","value":{"type":"Callout","props":{"variant":"warning","title":"APAC focus","description":"p95 142ms • 1.24% errors • 2 nodes scaling"},"children":[]}}
+{"op":"add","path":"/elements/delivery-card-eu","value":{"type":"Callout","props":{"variant":"info","title":"EU focus","description":"p95 89ms • Elevated rebuffering, investigating cache miss"},"children":[]}}
+{"op":"add","path":"/state/deliveryFocus","value":"APAC scaling"}
+{"op":"add","path":"/elements/content-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["releases-card","licenses-card"]}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["releases-header","table-releases"]}}
+{"op":"add","path":"/elements/releases-header","value":{"type":"CardHeader","props":{"title":"8 — Releases coming this month","subtitle":"Scheduled premieres • Aug 19–31"},"children":[]}}
+{"op":"add","path":"/elements/table-releases","value":{"type":"Table","props":{"columns":["col-release-title","col-release-date","col-release-type"]},"children":[]}}
+{"op":"add","path":"/elements/col-release-title","value":{"type":"Col","props":{"label":"Title","data":["The Last Observatory","Neon Harbor","Chef's Table: Kyoto","Orbital — Finale"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-release-date","value":{"type":"Col","props":{"label":"Date","data":["Aug 22","Aug 25","Aug 28","Aug 30"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-release-type","value":{"type":"Col","props":{"label":"Type","data":["Film","Series S2","Doc","Series Finale"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licenses-header","table-licenses","licenses-alert"]}}
+{"op":"add","path":"/elements/licenses-header","value":{"type":"CardHeader","props":{"title":"9 — Licenses expiring soon","subtitle":"Next 45 days • Renewal required"},"children":[]}}
+{"op":"add","path":"/elements/table-licenses","value":{"type":"Table","props":{"columns":["col-license-title","col-license-expiry","col-license-days"]},"children":[]}}
+{"op":"add","path":"/elements/col-license-title","value":{"type":"Col","props":{"label":"Title","data":["Midnight Run (1988)","Ocean's Echo","Formula X S1-3"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-license-expiry","value":{"type":"Col","props":{"label":"Expiry","data":["Sep 02","Sep 14","Sep 29"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-license-days","value":{"type":"Col","props":{"label":"Days left","data":["15","27","42"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/licenses-alert","value":{"type":"Alert","props":{"title":"Action needed","description":"Midnight Run expires in 15 days — 1.2M hours watched last month. Renewal negotiation in progress.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/search-revenue-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["failed-searches-card","revenue-card"]}}
+{"op":"add","path":"/elements/failed-searches-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["failed-searches-header","failed-searches-list","failed-searches-note"]}}
+{"op":"add","path":"/elements/failed-searches-header","value":{"type":"CardHeader","props":{"title":"11 — Searches that ended without playback","subtitle":"Top dead-end queries • Last 24h"},"children":[]}}
+{"op":"add","path":"/elements/failed-searches-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/failedSearches","key":"id"},"children":["failed-search-item"]}}
+{"op":"add","path":"/elements/failed-search-item","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","justify":"between","align":"center"},"children":["failed-search-text","failed-search-count"]}}
+{"op":"add","path":"/elements/failed-search-text","value":{"type":"TextContent","props":{"text":{"$template":"${query}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/failed-search-count","value":{"type":"Badge","props":{"text":{"$template":"${count} searches"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/failedSearches","value":[]}
+{"op":"add","path":"/state/failedSearches/0","value":{"id":"1","query":"\"free movies\"","count":"4,812"}}
+{"op":"add","path":"/state/failedSearches/1","value":{"id":"2","query":"\"anime 2024\"","count":"3,204"}}
+{"op":"add","path":"/state/failedSearches/2","value":{"id":"3","query":"\"live soccer\"","count":"2,971"}}
+{"op":"add","path":"/state/failedSearches/3","value":{"id":"4","query":"\"k-drama romance\"","count":"2,445"}}
+{"op":"add","path":"/state/failedSearches/4","value":{"id":"5","query":"\"4k nature\"","count":"1,893"}}
+{"op":"add","path":"/elements/failed-searches-note","value":{"type":"TextContent","props":{"text":"12.7% of searches exit without play • Suggest adding curated collections for top queries","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-header","chart-revenue","revenue-legend"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"12 — Revenue split by plan","subtitle":"MRR • August MTD"},"children":[]}}
+{"op":"add","path":"/elements/chart-revenue","value":{"type":"PieChart","props":{"labels":["Premium 4K","Standard","Basic w/ Ads","Annual"],"values":[42,28,21,9],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/revenue-legend","value":{"type":"TagBlock","props":{"tags":["Premium 42% • $8.4M","Standard 28% • $5.6M","Basic Ads 21% • $4.2M","Annual 9% • $1.8M"]},"children":[]}}
+{"op":"add","path":"/elements/device-flags-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["device-card","flags-card"]}}
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["device-header","chart-device","device-region-note"]}}
+{"op":"add","path":"/elements/device-header","value":{"type":"CardHeader","props":{"title":"13 — Viewing split by device","subtitle":"Share of watch hours • Today"},"children":[]}}
+{"op":"add","path":"/elements/chart-device","value":{"type":"PieChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[38,31,16,9,6],"variant":"pie"},"children":[]}}
+{"op":"add","path":"/elements/device-region-note","value":{"type":"TextContent","props":{"text":{"$template":"Filtered view for ${/selectedRegion}: TV 38% dominates in US-East, Mobile 44% in APAC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flags-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flags-header","flags-switches","flags-note"]}}
+{"op":"add","path":"/elements/flags-header","value":{"type":"CardHeader","props":{"title":"15 — Feature flags","subtitle":"Toggle rollout state per flag"},"children":[]}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"featureFlags","items":["flag-autoplay","flag-preview","flag-skip","flag-ads","flag-offline"]},"children":[]}}
+{"op":"add","path":"/elements/flag-autoplay","value":{"type":"SwitchItem","props":{"label":"Autoplay next episode","description":"Enabled for 100% • Stable","name":"autoplay","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flag-preview","value":{"type":"SwitchItem","props":{"label":"Hover previews (muted)","description":"Enabled 75% • Experiment B","name":"previews","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flag-skip","value":{"type":"SwitchItem","props":{"label":"AI Skip Intro","description":"Enabled 40% • Beta in EU/APAC","name":"skipIntro","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/flag-ads","value":{"type":"SwitchItem","props":{"label":"Ad pod v2 (Basic plan)","description":"Enabled 100% • Monitoring fill rate","name":"adPodV2","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/flag-offline","value":{"type":"SwitchItem","props":{"label":"Offline downloads","description":"Disabled • Maintenance until Aug 20","name":"offline","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/flags-note","value":{"type":"TextContent","props":{"text":"Last changed: autoplay 2h ago by ops@ • All flags audit-logged","size":"small"},"children":[]}}
+{"op":"add","path":"/state/featureFlags","value":["autoplay","previews","adPodV2"]}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promo-header","promo-form-row","promo-status"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"16 — Promote a title on the home screen","subtitle":"Set hero billboard • Instant publish to selected region"},"children":[]}}
+{"op":"add","path":"/elements/promo-form-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end"},"children":["promo-control-title","promo-control-slot","promo-button"]}}
+{"op":"add","path":"/elements/promo-control-title","value":{"type":"FormControl","props":{"label":"Title to promote","input":"promo-select"},"children":[]}}
+{"op":"add","path":"/elements/promo-select","value":{"type":"Select","props":{"name":"promoTitle","items":["promo-opt-1","promo-opt-2","promo-opt-3","promo-opt-4"],"placeholder":"Choose title","value":{"$bindState":"/promoTitle"}},"children":[]}}
+{"op":"add","path":"/elements/promo-opt-1","value":{"type":"SelectItem","props":{"value":"The Night Cipher","label":"The Night Cipher — Thriller"},"children":[]}}
+{"op":"add","path":"/elements/promo-opt-2","value":{"type":"SelectItem","props":{"value":"Neon Harbor","label":"Neon Harbor — Coming Aug 25"},"children":[]}}
+{"op":"add","path":"/elements/promo-opt-3","value":{"type":"SelectItem","props":{"value":"Crown of Ashes","label":"Crown of Ashes — Drama"},"children":[]}}
+{"op":"add","path":"/elements/promo-opt-4","value":{"type":"SelectItem","props":{"value":"Orbital","label":"Orbital — Sci-Fi"},"children":[]}}
+{"op":"add","path":"/elements/promo-control-slot","value":{"type":"FormControl","props":{"label":"Slot & Region","input":"promo-slot-select"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-select","value":{"type":"Select","props":{"name":"promoSlot","items":["promo-slot-hero","promo-slot-row","promo-slot-kids"],"placeholder":"Hero billboard","value":{"$bindState":"/promoSlot"}},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-hero","value":{"type":"SelectItem","props":{"value":"Hero","label":"Hero billboard"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-row","value":{"type":"SelectItem","props":{"value":"Top Row","label":"Top Row"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-kids","value":{"type":"SelectItem","props":{"value":"Kids Hero","label":"Kids Hero"},"children":[]}}
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+{"op":"add","path":"/state/promoTitle","value":"The Night Cipher"}
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..58cee12d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r1.txt
@@ -0,0 +1,186 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..d66863f2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r2.txt
@@ -0,0 +1,136 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..a4227dcfc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r3.txt
@@ -0,0 +1,190 @@
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diff --git a/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..83ddc34ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/jsonrender__b5-university__r4.txt
@@ -0,0 +1,185 @@
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+{"op":"add","path":"/elements/alumniMini","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["alumniMiniLabel","alumniMiniValue"]}}
+{"op":"add","path":"/elements/alumniMiniLabel","value":{"type":"TextContent","props":{"text":"Alumni giving 4-yr trend (11) →","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alumniMiniValue","value":{"type":"Tag","props":{"text":"$4.2M → $5.9M (+40%)","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/eventsAlumniRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["eventsCard","alumniCard"]}}
+{"op":"add","path":"/elements/eventsCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["eventsHeader","eventsList","liEvent1","liEvent2","liEvent3","liEvent4","eventsCalendar"]}}
+{"op":"add","path":"/elements/eventsHeader","value":{"type":"CardHeader","props":{"title":"Campus Events This Month (10)","subtitle":"September 2024 • 4 highlighted"},"children":[]}}
+{"op":"add","path":"/elements/eventsList","value":{"type":"ListBlock","props":{"items":["liEvent1","liEvent2","liEvent3","liEvent4"]},"children":[]}}
+{"op":"add","path":"/elements/liEvent1","value":{"type":"ListItem","props":{"title":"Fall Career Fair","subtitle":"Sep 12 • Student Center • 1,200 RSVPs"},"children":[]}}
+{"op":"add","path":"/elements/liEvent2","value":{"type":"ListItem","props":{"title":"Research Symposium","subtitle":"Sep 18 • Science Hall • 48 presentations"},"children":[]}}
+{"op":"add","path":"/elements/liEvent3","value":{"type":"ListItem","props":{"title":"Homecoming Weekend","subtitle":"Sep 21-22 • Stadium & Quad • Alumni expected 3,500"},"children":[]}}
+{"op":"add","path":"/elements/liEvent4","value":{"type":"ListItem","props":{"title":"Scholarship Awards Ceremony","subtitle":"Sep 27 • Auditorium • 210 honorees"},"children":[]}}
+{"op":"add","path":"/elements/eventsCalendar","value":{"type":"CalendarBlock","props":{"mode":"single","defaultMonth":"2024-09-01","numberOfMonths":1,"captionLayout":"label"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"title":"Fall Career Fair","date":"2024-09-12"}}
+{"op":"add","path":"/state/events/1","value":{"title":"Research Symposium","date":"2024-09-18"}}
+{"op":"add","path":"/elements/alumniCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alumniHeader","alumniChart","alumniSeries","alumniCaption"]}}
+{"op":"add","path":"/elements/alumniHeader","value":{"type":"CardHeader","props":{"title":"Alumni Giving — Past Four Years (11)","subtitle":"Annual donations"},"children":[]}}
+{"op":"add","path":"/elements/alumniChart","value":{"type":"AreaChart","props":{"labels":["2021","2022","2023","2024"],"series":["alumniSeries"],"variant":"natural","xLabel":"Year","yLabel":"$ Millions"},"children":[]}}
+{"op":"add","path":"/elements/alumniSeries","value":{"type":"Series","props":{"category":"Giving","values":[4.2,4.8,5.3,5.9]},"children":[]}}
+{"op":"add","path":"/elements/alumniCaption","value":{"type":"TextContent","props":{"text":"Consistent growth • 2024 includes $1.2M major gift for Engineering labs.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/alumniGiving","value":[]}
+{"op":"add","path":"/state/alumniGiving/0","value":{"year":"2021","amount":4.2}}
+{"op":"add","path":"/state/alumniGiving/1","value":{"year":"2024","amount":5.9}}
+{"op":"add","path":"/elements/comparisonCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comparisonHeader","comparisonGrid"]}}
+{"op":"add","path":"/elements/comparisonHeader","value":{"type":"CardHeader","props":{"title":"This Semester Compared with Last (13)","subtitle":"Fall 2024 vs Spring 2024"},"children":[]}}
+{"op":"add","path":"/elements/comparisonGrid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["compThis","compLast","compDelta"]}}
+{"op":"add","path":"/elements/compThis","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["compThisLabel","compThisEnroll","compThisApps","compThisRev"]}}
+{"op":"add","path":"/elements/compThisLabel","value":{"type":"Badge","props":{"text":"Fall 2024 (Current)","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/compThisEnroll","value":{"type":"TextContent","props":{"text":"18,420 enrolled","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compThisApps","value":{"type":"TextContent","props":{"text":"9,420 applications","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compThisRev","value":{"type":"TextContent","props":{"text":"$42.8M tuition","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compLast","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["compLastLabel","compLastEnroll","compLastApps","compLastRev"]}}
+{"op":"add","path":"/elements/compLastLabel","value":{"type":"Badge","props":{"text":"Spring 2024","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/compLastEnroll","value":{"type":"TextContent","props":{"text":"17,980 enrolled","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compLastApps","value":{"type":"TextContent","props":{"text":"8,860 applications","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compLastRev","value":{"type":"TextContent","props":{"text":"$40.1M tuition","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/compDelta","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center"},"children":["compDeltaLabel","compDelta1","compDelta2","compDelta3"]}}
+{"op":"add","path":"/elements/compDeltaLabel","value":{"type":"TextContent","props":{"text":"Change","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compDelta1","value":{"type":"Tag","props":{"text":"+440 (+2.4%) enrollment","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/compDelta2","value":{"type":"Tag","props":{"text":"+560 (+6.3%) applications","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/compDelta3","value":{"type":"Tag","props":{"text":"+ $2.7M (+6.7%) revenue","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/actionRow","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["approveCard","messageCard"]}}
+{"op":"add","path":"/elements/approveCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["approveHeader","approveDesc","approveDialog","approveStatus"]}}
+{"op":"add","path":"/elements/approveHeader","value":{"type":"CardHeader","props":{"title":"Approve a New Course (15)","subtitle":"Pending request from Computer Science"},"children":[]}}
+{"op":"add","path":"/elements/approveDesc","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["approveCourseName","approveCourseMeta","approveCourseRationale"]}}
+{"op":"add","path":"/elements/approveCourseName","value":{"type":"TextContent","props":{"text":"CS-415 — Machine Learning Ethics (3 credits)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/approveCourseMeta","value":{"type":"TextContent","props":{"text":"Proposed by Dr. L. Chen • 45 seats • Prereq: CS-310 • Dept: Computer Science","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/approveCourseRationale","value":{"type":"TextContent","props":{"text":"Rationale: Meets ABET ethics requirement and student demand (waitlist 142).","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/approveDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Review & Approve Course","title":"Approve New Course","description":"Confirm details and approve CS-415 for Spring 2025 catalog.","triggerVariant":"default","content":["approveInputName","approveSelectDept","approveInputCredits","approveButtons"]},"children":[]}}
+{"op":"add","path":"/elements/approveInputName","value":{"type":"FormControl","props":{"label":"Course Title","input":"inputCourseName","hint":"Editable before approval"},"children":[]}}
+{"op":"add","path":"/elements/inputCourseName","value":{"type":"Input","props":{"name":"courseName","placeholder":"CS-415 — Machine Learning Ethics","value":{"$bindState":"/newCourse/name"}},"children":[]}}
+{"op":"add","path":"/elements/approveSelectDept","value":{"type":"FormControl","props":{"label":"Department","input":"selectCourseDept"},"children":[]}}
+{"op":"add","path":"/elements/selectCourseDept","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Computer Science","items":["deptCSItem","deptEngItem","deptBusItem"],"value":{"$bindState":"/newCourse/department"}},"children":[]}}
+{"op":"add","path":"/elements/deptCSItem","value":{"type":"SelectItem","props":{"value":"Computer Science","label":"Computer Science"},"children":[]}}
+{"op":"add","path":"/elements/deptEngItem","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/deptBusItem","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/approveInputCredits","value":{"type":"FormControl","props":{"label":"Credits","input":"inputCredits"},"children":[]}}
+{"op":"add","path":"/elements/inputCredits","value":{"type":"Input","props":{"name":"credits","placeholder":"3","type":"number","value":{"$bindState":"/newCourse/credits"}},"children":[]}}
+{"op":"add","path":"/elements/approveButtons","value":{"type":"Buttons","props":{"buttons":["btnApprove","btnReject"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnApprove","value":{"type":"Button","props":{"label":"Approve Course","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/approvalStatus","value":"Approved: CS-415 added to Spring 2025 catalog"}}},"children":[]}}
+{"op":"add","path":"/elements/btnReject","value":{"type":"Button","props":{"label":"Request Revisions","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/approvalStatus","value":"Revisions requested — sent to Dr. Chen"}}},"children":[]}}
+{"op":"add","path":"/elements/approveStatus","value":{"type":"Callout","props":{"variant":"success","title":"Status","description":{"$state":"/approvalStatus"}},"children":[]}}
+{"op":"add","path":"/state/newCourse","value":{"name":"CS-415 — Machine Learning Ethics","department":"Computer Science","credits":"3"}}
+{"op":"add","path":"/state/approvalStatus","value":"Pending approval"}
+{"op":"add","path":"/elements/messageCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["messageHeader","groupControl","messageControl","messageButtons","messageFeedback"]}}
+{"op":"add","path":"/elements/messageHeader","value":{"type":"CardHeader","props":{"title":"Send a Message to a Student Group (16)","subtitle":"Targeted outreach • Email + portal notification"},"children":[]}}
+{"op":"add","path":"/elements/groupControl","value":{"type":"FormControl","props":{"label":"Student Group","input":"groupSelect","hint":"Choose audience"},"children":[]}}
+{"op":"add","path":"/elements/groupSelect","value":{"type":"Select","props":{"name":"group","placeholder":"Select group","items":["grpUndergrad","grpAtRisk","grpWaitlist","grpHousing","grpAll"],"value":{"$bindState":"/filters/messageGroup"}},"children":[]}}
+{"op":"add","path":"/elements/grpUndergrad","value":{"type":"SelectItem","props":{"value":"Undergraduates","label":"All Undergraduates (12,400)"},"children":[]}}
+{"op":"add","path":"/elements/grpAtRisk","value":{"type":"SelectItem","props":{"value":"At-Risk","label":"At-Risk Students (7)"},"children":[]}}
+{"op":"add","path":"/elements/grpWaitlist","value":{"type":"SelectItem","props":{"value":"Waitlisted","label":"Waitlisted Students (395)"},"children":[]}}
+{"op":"add","path":"/elements/grpHousing","value":{"type":"SelectItem","props":{"value":"Housing-Waitlist","label":"Housing Waitlist (142)"},"children":[]}}
+{"op":"add","path":"/elements/grpAll","value":{"type":"SelectItem","props":{"value":"All Students","label":"All Students (18,420)"},"children":[]}}
+{"op":"add","path":"/elements/messageControl","value":{"type":"FormControl","props":{"label":"Message","input":"messageInput","hint":"Supports markdown"},"children":[]}}
+{"op":"add","path":"/elements/messageInput","value":{"type":"TextArea","props":{"name":"message","placeholder":"e.g., Reminder: Advising holds must be cleared by Sep 15...","rows":4,"value":{"$bindState":"/filters/messageText"}},"children":[]}}
+{"op":"add","path":"/elements/messageButtons","value":{"type":"Buttons","props":{"buttons":["btnSend","btnPreview"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btnSend","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageStatus","value":"Message queued for delivery"}}},"children":[]}}
+{"op":"add","path":"/elements/btnPreview","value":{"type":"Button","props":{"label":"Preview","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageStatus","value":"Preview generated"}}},"children":[]}}
+{"op":"add","path":"/elements/messageFeedback","value":{"type":"Callout","props":{"variant":"info","title":"Delivery status","description":{"$state":"/messageStatus"}},"children":[]}}
+{"op":"add","path":"/state/messageStatus","value":"Ready to send — select group and compose message"}
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..2e8b2db20
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r1.txt
@@ -0,0 +1,60 @@
+root = Card([header, heroCard, dueAlert, detailsHeader, itemsTable, totalsSection, paymentSection, footerNote, followUp], "card", "column", "l")
+header = CardHeader("Invoice #INV-2024-1847", "From Alex Rivera — Brand Design Studio  •  To Meridian & Co.  •  Sent Aug 14, 2026")
+heroCard = Card([heroTop, heroBottom], "sunk", "column", "m")
+heroTop = Card([amountCol, divider, dueCol, statusCol], "clear", "row", "l")
+amountCol = Card([amountLabel, amountValue, currencyTag], "clear", "column", "xs")
+amountLabel = TextContent("AMOUNT DUE", "small")
+amountValue = Heading("$4,850.00", "h1")
+currencyTag = TagBlock(["USD • United States Dollar • $"])
+divider = Separator("vertical", true)
+dueCol = Card([dueLabel, dueDateValue, dueSub], "clear", "column", "xs")
+dueLabel = TextContent("DUE DATE", "small")
+dueDateValue = Heading("Aug 28, 2026", "h3")
+dueSub = TextContent("Due in 10 days • Net 14 • 11:59 PM ET", "small")
+statusCol = Card([statusLabel, statusBadge, statusSub], "clear", "column", "xs")
+statusLabel = TextContent("STATUS", "small")
+statusBadge = Badge("Unpaid — Action required", "destructive")
+statusSub = TextContent("Late fee 1.5%/mo after due date", "small")
+heroBottom = Card([payButtons, secureNote], "clear", "column", "s")
+payButtons = Buttons([payNowBtn, downloadBtn])
+payNowBtn = Button("Pay $4,850.00 now — USD", null, "primary", "normal", "large")
+downloadBtn = Button("Download PDF", null, "secondary")
+secureNote = TextContent("🔒 Secure payment via Stripe • Card, ACH, or wire • Receipt auto-sent to jordan@meridian-co.com • Settles in USD", "small")
+dueAlert = Alert("Payment due August 28, 2026", "Please pay $4,850.00 USD by 11:59 PM ET to avoid late fees. Need more time? Message Alex to request an extension before the due date.", "warning")
+detailsHeader = Heading("Invoice breakdown", "h3")
+itemsTable = Table([itemCol, qtyCol, rateCol, amountCol2])
+itemCol = Col("Item & Description", ["Brand Identity — Logo system & guidelines", "Website Design — 5 pages (Home, About, Services, Work, Contact)", "Revisions — Additional round beyond scope", "Discount — Early commitment (10%)"])
+qtyCol = Col("Qty", ["1", "1", "1", "—"])
+rateCol = Col("Rate", ["$2,800.00", "$3,200.00", "$350.00", "-$1,500.00"])
+amountCol2 = Col("Amount", ["$2,800.00", "$3,200.00", "$350.00", "-$1,500.00"])
+totalsSection = Card([totalsTable, totalsDivider, totalDueRow], "clear", "column", "s")
+totalsTable = Table([totalsLabelCol, totalsValueCol])
+totalsLabelCol = Col("Summary", ["Subtotal", "Tax (0% — freelance services)", "Total", "Paid to date (Deposit #DEP-441)"])
+totalsValueCol = Col("USD", ["$6,350.00", "$0.00", "$6,350.00", "-$1,500.00"])
+totalsDivider = Separator("horizontal", true)
+totalDueRow = Card([totalDueLabel, totalDueValue], "sunk", "row", "m")
+totalDueLabel = TextContent("Amount due in USD", "large-heavy")
+totalDueValue = Heading("$4,850.00 USD", "h2")
+paymentSection = Card([paymentHeader, paymentOptions, separator, clientInfo], "card", "column", "m")
+paymentHeader = CardHeader("Pay now", "Choose how you'd like to pay — all payments are collected and settled in USD")
+paymentOptions = Card([cardOption, achOption], "clear", "row", "m")
+cardOption = Card([cardTitle, cardDesc, cardBtn], "sunk", "column", "s")
+cardTitle = TextContent("Pay with card", "large-heavy")
+cardDesc = TextContent("Visa, Mastercard, Amex • Instant confirmation • 2.9% fee included in total", "small")
+cardBtn = Button("Pay $4,850.00 with card")
+achOption = Card([achTitle, achDesc, achBtn], "sunk", "column", "s")
+achTitle = TextContent("Pay via bank (ACH / Wire)", "large-heavy")
+achDesc = TextContent("No fee • 2-3 business days • USD only • Bank details on next screen", "small")
+achBtn = Button("Pay via bank transfer", null, "secondary")
+separator = Separator("horizontal", true)
+clientInfo = Card([billTo, fromBlock], "clear", "row", "l")
+billTo = Card([billToTitle, billToDetails], "clear", "column", "xs")
+billToTitle = TextContent("Billed to", "small-heavy")
+billToDetails = TextContent("Meridian & Co.\nAttn: Jordan Lee, Operations\njordan@meridian-co.com\nPO #MC-8821 • Due Aug 28, 2026", "small")
+fromBlock = Card([fromTitle, fromDetails], "clear", "column", "xs")
+fromTitle = TextContent("From", "small-heavy")
+fromDetails = TextContent("Alex Rivera — Brand Design Studio\nhello@alexrivera.design • +1 (415) 555-0142\n123 Valencia St, San Francisco, CA 94110 • EIN 84-1234567", "small")
+footerNote = TextContent("Questions about this invoice? Reply directly or message Alex. Late payments after Aug 28, 2026 are subject to 1.5% monthly fee. Thank you for your business!", "small")
+followUp = FollowUpBlock([follow1, follow2])
+follow1 = FollowUpItem("I've paid — confirm receipt")
+follow2 = FollowUpItem("Request due date extension")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..d5732da3f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r2.txt
@@ -0,0 +1,47 @@
+root = Card([header, statusRow, amountCard, infoRow, lineItemsCard, paySection, footerNote], "card", "column", "l")
+header = CardHeader("Invoice #INV-2024-0847", "Alex Rivera Studio → Meridian Co.  •  Issued Aug 12, 2026")
+statusRow = Card([statusLeft, statusRight], "clear", "row", "s", "center", "between")
+statusLeft = Card([badgeUnpaid, badgeDue], "clear", "row", "s", "center", "start")
+badgeUnpaid = Badge("Unpaid", "destructive")
+badgeDue = Badge("Due Aug 25, 2026", "outline")
+statusRight = TextContent("Net 14  •  PO #MC-8841", "small")
+amountCard = Card([amountLabel, amountValueRow, amountMetaRow, payButtonsPrimary, secureLine], "sunk", "column", "m", "stretch", "start")
+amountLabel = TextContent("AMOUNT DUE", "small-heavy")
+amountValueRow = Card([amountHeading, currencyBadge], "clear", "row", "m", "end", "start")
+amountHeading = Heading("$2,850.00", "h1")
+currencyBadge = Badge("USD", "secondary")
+amountMetaRow = Card([dueDateCallout, currencyDetail], "clear", "column", "s", "stretch", "start")
+dueDateCallout = Callout("warning", "Due Date: Monday, August 25, 2026", "7 days remaining • 1.5% monthly late fee applies after due date")
+currencyDetail = TextContent("Currency: US Dollar (USD) — All amounts shown and charged in USD", "small")
+payButtonsPrimary = Buttons([payNowBtn, viewOptionsBtn], "row")
+payNowBtn = Button("Pay Now — $2,850.00 USD", null, "primary", "normal", "large")
+viewOptionsBtn = Button("Download PDF", null, "secondary", "normal", "medium")
+secureLine = TextContent("🔒 Secured by Stripe • Card, ACH bank transfer, Apple Pay & Google Pay", "small")
+infoRow = Card([fromCard, toCard], "clear", "row", "m", "stretch", "between")
+fromCard = Card([fromHeader, fromDetails], "card", "column", "s", "stretch", "start")
+fromHeader = CardHeader("From", "Alex Rivera Studio")
+fromDetails = TextContent("Alex Rivera — Brand & Web Designer\nhello@alexrivera.studio • +1 (415) 555-0142\n123 Valencia St, San Francisco, CA 94110\nTax ID: 95-1234567", "small")
+toCard = Card([toHeader, toDetails], "card", "column", "s", "stretch", "start")
+toHeader = CardHeader("Bill To", "Meridian Co.")
+toDetails = TextContent("Attn: Sarah Chen, Operations\nsarah@meridianco.com • +1 (415) 555-0199\n548 Market St, Suite 3200, San Francisco, CA 94104", "small")
+lineItemsCard = Card([lineHeader, lineTable, sep, totalsRow], "card", "column", "m", "stretch", "start")
+lineHeader = CardHeader("Services", "Project: Brand Identity & Website Redesign  •  Jul 15 – Aug 12, 2026")
+lineTable = Table([colDesc, colQty, colRate, colAmount])
+colDesc = Col("Description", ["Brand Identity — Logo, palette, typography, guidelines", "Website Design — 6 pages (Figma + Webflow build)", "Art Direction — Half-day on-site photo shoot", "Revisions — 4 additional hours beyond scope"])
+colQty = Col("Qty", ["1", "1", "4 hrs", "4 hrs"])
+colRate = Col("Rate", ["$1,200.00", "$1,400.00", "$125.00/hr", "$75.00/hr"])
+colAmount = Col("Amount", ["$1,200.00", "$1,400.00", "$500.00", "$300.00"])
+sep = Separator("horizontal", true)
+totalsRow = Card([totalsSpacer, totalsTable], "clear", "row", "m", "start", "between")
+totalsSpacer = TextContent("Payment terms: Net 14. Thank you for your business!", "small")
+totalsTable = Table([totalLabel, totalValue])
+totalLabel = Col("", ["Subtotal", "Discount (5% early kickoff)", "Tax (0%)", "Amount Due (USD)"])
+totalValue = Col("", ["$3,400.00", "-$170.00", "$0.00", "$2,850.00"])
+paySection = Card([payHeader, payActions, payMethodsNote, trustTags], "card", "column", "m", "stretch", "start")
+payHeader = CardHeader("Pay Now", "Choose how you want to pay — instant confirmation & receipt")
+payActions = Buttons([payNowLargeBtn, scheduleBtn], "row")
+payNowLargeBtn = Button("Pay $2,850.00 USD Now", null, "primary", "normal", "large")
+scheduleBtn = Button("Schedule for Due Date", null, "secondary", "normal", "medium")
+payMethodsNote = TextContent("No fee for ACH bank transfer • Cards incur 2.9% processing fee included in total • Receipt sent to sarah@meridianco.com", "small")
+trustTags = TagBlock(["SSL Encrypted", "Stripe Secured", "Instant Receipt", "USD Only"])
+footerNote = TextContent("Questions? Reply to this invoice or email hello@alexrivera.studio • This payment link expires on Aug 25, 2026 at 11:59 PM PT", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..ec45e27c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r3.txt
@@ -0,0 +1,36 @@
+root = Card([invoiceHeader, statusBar, amountDueSection, detailsGrid, separator1, itemsHeader, itemsTable, totalsSection, separator2, paySection, footerNote], "clear", "column", "l")
+invoiceHeader = CardHeader("Invoice #FL-2024-089", "Brand Identity Refresh • Issued Aug 12, 2026")
+statusBar = Card([statusBadge, dueDateText], "clear", "row", "m", "center", "between")
+statusBadge = Badge("Due in 11 days", "destructive")
+dueDateText = TextContent("Due Date: August 29, 2026 • Net 14 • PO #ACME-4419", "small-heavy")
+amountDueSection = Card([amountLabel, amountValue, currencyMeta, dueCountdown], "sunk", "column", "s", "center", "center")
+amountLabel = TextContent("AMOUNT DUE", "small")
+amountValue = Heading("$2,850.00", "h1")
+currencyMeta = TagBlock(["USD — US Dollar", "● Unpaid"])
+dueCountdown = TextContent("Due on August 29, 2026 at 11:59 PM ET", "small-heavy")
+detailsGrid = Card([fromCard, toCard], "clear", "row", "m", "stretch", "start")
+fromCard = Card([fromHeader, fromDetails], "card", "column", "s")
+fromHeader = TextContent("From", "small-heavy")
+fromDetails = TextContent("**Alex Rivera Studio**\nFreelance Brand & Product Designer\nhello@rivera.studio • (415) 555-0142\nSan Francisco, CA", "small")
+toCard = Card([toHeader, toDetails], "card", "column", "s")
+toHeader = TextContent("Bill To", "small-heavy")
+toDetails = TextContent("**Acme Co. — Marketing Team**\nAttn: Sarah Chen, Head of Marketing\nsarah.chen@acmeco.com\n123 Market St, Suite 400, San Francisco, CA 94105", "small")
+separator1 = Separator("horizontal", true)
+itemsHeader = Heading("Invoice Details", "h3")
+itemsTable = Table([colItem, colQty, colRate, colAmount])
+colItem = Col("Item", ["Brand Strategy Workshop (4h)", "Logo System & Visual Identity", "Website Landing Page Design", "Brand Guidelines (PDF + Figma)"], "string")
+colQty = Col("Qty", ["1", "1", "1", "1"], "string")
+colRate = Col("Rate", ["$800.00", "$1,200.00", "$650.00", "$200.00"], "string")
+colAmount = Col("Amount", ["$800.00", "$1,200.00", "$650.00", "$200.00"], "string")
+totalsSection = Card([totalsTable], "clear", "column", "none", "end", "start")
+totalsTable = Table([colTotalLabel, colTotalValue])
+colTotalLabel = Col("", ["Subtotal", "Tax (0% — non-taxable services)", "Amount Due (USD)"], "string")
+colTotalValue = Col("", ["$2,850.00", "$0.00", "$2,850.00 USD"], "string")
+separator2 = Separator("horizontal", true)
+paySection = Card([payCallout, payButtons, payMethodsNote], "card", "column", "m", "stretch", "center")
+payCallout = Callout("info", "Payment due August 29, 2026", "Secure checkout via Stripe. Pay with card, ACH bank transfer, or wire. You’ll get a receipt instantly.")
+payButtons = Buttons([payNowBtn, downloadBtn], "row")
+payNowBtn = Button("Pay Now — $2,850.00 USD", null, "primary", "normal", "large")
+downloadBtn = Button("Download PDF", null, "secondary", "normal", "large")
+payMethodsNote = TextContent("🔒 Encrypted • Visa, Mastercard, Amex • ACH • Wire • Currency: USD only", "small")
+footerNote = TextContent("Questions? Reply to hello@rivera.studio • Late fee 1.5% per month after due date • Thank you for working with Alex!", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..dcedf6b04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-invoice__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, metaRow, infoGrid, amountCard, dueCallout, itemsHeader, itemsTable, summaryCard, payCard, footerHelp], "card", "column", "l", "stretch", "start")
+header = CardHeader("Invoice #FL-2024-1847", "Freelancer invoice for client review and payment")
+metaRow = Card([statusBadge, metaText], "clear", "row", "m", "center", "between")
+statusBadge = Badge("Unpaid", "warning")
+metaText = TextContent("Issued Aug 14, 2026 • Net 14 • PO #MC-8821 • Due Aug 28, 2026", "small")
+infoGrid = Card([fromCard, toCard], "clear", "row", "l", "stretch", "between", true)
+fromCard = Card([fromLabel, fromDetails], "sunk", "column", "xs", "start", "start")
+fromLabel = TextContent("FROM", "small-heavy")
+fromDetails = TextContent("**Alex Rivera Studio**\nAlex Rivera — Brand & Web\nhello@rivera.studio • +1 (646) 555-0148\nBrooklyn, NY 11201", "small")
+toCard = Card([toLabel, toDetails], "sunk", "column", "xs", "start", "start")
+toLabel = TextContent("BILL TO", "small-heavy")
+toDetails = TextContent("**Meridian Collective**\nAttn: Jordan Lee, Operations\njordan@meridiancollective.co\n325 Spring St, New York, NY 10013", "small")
+amountCard = Card([amountLabel, amountValue, amountNote, amountBreakdown], "sunk", "column", "xs", "center", "center")
+amountLabel = TextContent("AMOUNT DUE", "small-heavy")
+amountValue = Heading("$4,850.00 USD", "h1")
+amountNote = TextContent("United States Dollars • No tax applied • Bank fees included", "small")
+amountBreakdown = TextContent("Total covers 3 line items — view breakdown below", "small")
+dueCallout = Callout("warning", "Due date: August 28, 2026 — 11:59 PM EDT", "10 days remaining. After due date, a 1.5% monthly late fee applies. Need more time? Message Alex to request an extension.")
+itemsHeader = CardHeader("Invoice details", "Services rendered Aug 1–12, 2026")
+itemsTable = Table([colItem, colQty, colRate, colAmount])
+colItem = Col("Item", ["Brand Identity System", "Website Design — Homepage + 4 templates", "Custom Illustration Pack (12 icons)"])
+colQty = Col("Qty", ["1", "1", "1"])
+colRate = Col("Rate", ["$2,400.00", "$1,800.00", "$650.00"])
+colAmount = Col("Amount", ["$2,400.00", "$1,800.00", "$650.00"])
+summaryCard = Card([subtotalRow, taxRow, separatorA, totalRow], "clear", "column", "s", "stretch", "start")
+subtotalRow = Card([subtotalLabel, subtotalValue], "clear", "row", "none", "center", "between")
+subtotalLabel = TextContent("Subtotal", "small")
+subtotalValue = TextContent("$4,850.00", "small")
+taxRow = Card([taxLabel, taxValue], "clear", "row", "none", "center", "between")
+taxLabel = TextContent("Tax (0%)", "small")
+taxValue = TextContent("$0.00", "small")
+separatorA = Separator("horizontal", true)
+totalRow = Card([totalLabel, totalValue], "clear", "row", "none", "center", "between")
+totalLabel = TextContent("Amount due (USD)", "small-heavy")
+totalValue = TextContent("$4,850.00 USD", "small-heavy")
+payCard = Card([payCardHeader, payButtons, payMethodsText, secureNote, separatorB, helpRow], "card", "column", "m", "stretch", "start")
+payCardHeader = CardHeader("Pay now", "Secure checkout — receipt sent instantly to jordan@meridiancollective.co")
+payButtons = Buttons([payNowBtn, scheduleBtn], "row")
+payNowBtn = Button("Pay $4,850.00 USD Now", null, "primary", "normal", "large")
+scheduleBtn = Button("Schedule for due date", null, "secondary", "normal", "large")
+payMethodsText = TextContent("Cards • Apple Pay • Google Pay • ACH bank transfer • Wire — No fee for ACH", "small")
+secureNote = TextContent("🔒 Encrypted by Stripe. You can also pay via bank transfer to: Alex Rivera Studio • Chase • **** 4821", "small")
+separatorB = Separator("horizontal", true)
+helpRow = Card([helpText, helpButtons], "clear", "column", "s", "start", "start")
+helpText = TextContent("Questions? Contact Alex directly or download a PDF for your records.", "small")
+helpButtons = Buttons([downloadBtn, messageBtn])
+downloadBtn = Button("Download PDF", null, "secondary", "normal", "small")
+messageBtn = Button("Message freelancer", null, "tertiary", "normal", "small")
+footerHelp = TextContent("Invoice #FL-2024-1847 • Due August 28, 2026 • Amount due $4,850.00 USD • Late fee 1.5%/month after due date", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..fb3366736
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, heroCard, attendeesCard, joinCard, separator1, upcomingHeader, upcomingList, footerActions], "card", "column", "l")
+header = CardHeader("What's Next", "Tuesday, August 18, 2026 • 3 events today • Next up in 18 minutes")
+heroCard = Card([heroHeader, heroTimeRow, heroMetaRow, heroProgress], "sunk", "column", "m")
+heroHeader = CardHeader("Q3 Product Review — Roadmap Decisions", "Next meeting")
+heroTimeRow = Card([timeDetails, countdownBadge], "clear", "row", "m", "center", "between", true)
+timeDetails = TextContent("📅 Today at 2:30 PM – 3:30 PM EDT  •  60 min  •  Conference Room B + Google Meet", "large-heavy")
+countdownBadge = Badge("Starts in 18 min", "secondary")
+heroMetaRow = Card([organizerText, locationTags], "clear", "column", "s")
+organizerText = TextContent("Organized by Priya Sharma • You accepted ✓  •  Recurring weekly", "small")
+locationTags = TagBlock(["Conference Room B", "Google Meet", "Required"])
+heroProgress = Progress(82, "82% to start time — join opens at 2:20 PM")
+attendeesCard = Card([attendeesHeader, attendeesList, attendeesFooter], "card", "column", "m")
+attendeesHeader = CardHeader("Who's attending", "6 people • 4 required, 2 optional • 5 accepted, 1 tentative")
+attendeesList = ListBlock([attendee1, attendee2, attendee3, attendee4, attendee5, attendee6], "image")
+attendee1 = ListItem("Priya Sharma", "Organizer • priya@company.com • Accepted", ["https://picsum.photos/seed/priya/100/100"], "Message")
+attendee2 = ListItem("You", "Required • you@company.com • Accepted", ["https://picsum.photos/seed/you/100/100"], "You")
+attendee3 = ListItem("Marcus Chen", "Required • Product Design • Accepted", ["https://picsum.photos/seed/marcus/100/100"], "Message")
+attendee4 = ListItem("Sofia Reyes", "Required • Engineering Lead • Accepted", ["https://picsum.photos/seed/sofia/100/100"], "Message")
+attendee5 = ListItem("David Kim", "Optional • Data Analytics • Tentative", ["https://picsum.photos/seed/david/100/100"], "Message")
+attendee6 = ListItem("Alex Rivera", "Optional • Marketing • Accepted", ["https://picsum.photos/seed/alex/100/100"], "Message")
+attendeesFooter = TextContent("No conflicts. All required attendees have accepted. 1 optional tentative.", "small")
+joinCard = Card([joinHeader, joinCallout, joinButtons, joinLinkText], "card", "column", "m")
+joinHeader = CardHeader("Join the call", "Link active 10 min before start • One tap to enter")
+joinCallout = Callout("info", "Ready when you are", "You can join at 2:20 PM. Camera and mic will be off when you enter.")
+joinButtons = Buttons([joinPrimaryBtn, copyLinkBtn, dialInBtn], "row")
+joinPrimaryBtn = Button("Join Google Meet", null, "primary", "normal", "large")
+copyLinkBtn = Button("Copy link", null, "secondary", "normal", "medium")
+dialInBtn = Button("Dial-in details", null, "tertiary", "normal", "medium")
+joinLinkText = TextContent("meet.google.com/q3r-ndsd-mkp  •  PIN: 482 913 027#  •  +1 650-555-0142", "small")
+separator1 = Separator("horizontal", true)
+upcomingHeader = Heading("Later today", "h3")
+upcomingList = ListBlock([upcoming1, upcoming2], "image")
+upcoming1 = ListItem("1:1 with Marcus Chen", "4:00 PM – 4:30 PM • Google Meet • Accepted", ["https://picsum.photos/seed/marcus2/100/100"], "Details")
+upcoming2 = ListItem("Design Crit — Mobile Onboarding", "5:00 PM – 6:00 PM • Figma + Zoom • 8 attendees", ["https://picsum.photos/seed/design/100/100"], "Details")
+footerActions = Buttons([viewCalendarBtn, snoozeBtn], "row")
+viewCalendarBtn = Button("Open full calendar", null, "secondary")
+snoozeBtn = Button("Remind me in 10 min", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..63d14b21d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r2.txt
@@ -0,0 +1,39 @@
+root = Card([pageHeader, nextMeetingCard, attendeesCard, joinCard, separator, upcomingList, actions], "card", "column", "l")
+pageHeader = CardHeader("What's next on your calendar", "Tuesday, August 18, 2026 • 3 events today • EDT")
+nextMeetingCard = Card([nextMeetingBadgeRow, nextMeetingTitle, nextMeetingTime, nextMeetingLocation, nextMeetingProgress], "sunk", "column", "s")
+nextMeetingBadgeRow = Card([liveBadge, timeBadge, durationBadge], "clear", "row", "s")
+liveBadge = Badge("UP NEXT", "default")
+timeBadge = Badge("Starts in 18 min", "secondary")
+durationBadge = Badge("60 min", "outline")
+nextMeetingTitle = Heading("Sprint Planning & Review — Q3 Roadmap", "h2")
+nextMeetingTime = TextContent("**Today at 2:30 PM – 3:30 PM EDT** • Conference Room B + Google Meet", "large")
+nextMeetingLocation = TextContent("Organized by Priya Sharma • Weekly sprint ceremony • Recurring Tuesdays", "small")
+nextMeetingProgress = Progress(82, "18 minutes until start")
+attendeesCard = Card([attendeesHeader, attendeesList, attendeesNote], "card", "column", "m")
+attendeesHeader = CardHeader("Who's attending", "5 attendees • 4 required • 1 optional")
+attendeesList = ListBlock([attendee1, attendee2, attendee3, attendee4, attendee5])
+attendee1 = ListItem("Priya Sharma", "Organizer • Product Lead • priya@company.com • Accepted", ["https://i.pravatar.cc/100?img=5"], "Host")
+attendee2 = ListItem("Alex Chen", "Engineering Lead • alex.chen@company.com • Accepted", ["https://i.pravatar.cc/100?img=8"], "Required")
+attendee3 = ListItem("Jordan Taylor", "Product Design • jordan.t@company.com • Tentative", ["https://i.pravatar.cc/100?img=9"], "Required")
+attendee4 = ListItem("Samir Patel", "Engineering • samir.p@company.com • Accepted", ["https://i.pravatar.cc/100?img=12"], "Required")
+attendee5 = ListItem("You — Maya Rivera", "maya.rivera@company.com • Accepted", ["https://i.pravatar.cc/100?img=26"], "You")
+attendeesNote = TextContent("3 accepted • 1 tentative • 1 awaiting response • No conflicts detected", "small")
+joinCard = Card([joinHeader, joinButtons, joinLinkRow, joinHint], "card", "column", "m")
+joinHeader = CardHeader("Join the call", "One tap to join — mic muted on entry")
+joinButtons = Buttons([joinBtn, copyBtn, dialBtn], "row")
+joinBtn = Button("Join Google Meet", ["join_meet"], "primary", "normal", "large")
+copyBtn = Button("Copy link", ["copy_link"], "secondary")
+dialBtn = Button("Dial-in info", ["dial_info"], "tertiary")
+joinLinkRow = Card([joinLink, joinLinkBadge], "clear", "row", "s")
+joinLink = TextContent("meet.google.com/qwe-rtyu-xpz", "small-heavy")
+joinLinkBadge = Badge("Link ready", "secondary")
+joinHint = Callout("info", "Ready to join", "You can join 5 minutes before start. Meeting will open in Google Meet. Dial-in: +1 555-019-4821 PIN: 482 901 335#")
+separator = Separator("horizontal", true)
+upcomingList = Card([upcomingHeader, upcomingItems], "clear", "column", "s")
+upcomingHeader = Heading("Later today", "h3")
+upcomingItems = ListBlock([upcoming1, upcoming2])
+upcoming1 = ListItem("1:1 with Alex Chen", "4:00 PM – 4:30 PM • Google Meet • Accepted", ["https://i.pravatar.cc/100?img=8"])
+upcoming2 = ListItem("Design Crit — Mobile Onboarding", "5:15 PM – 6:00 PM • Figma + Meet • 6 attendees", ["https://i.pravatar.cc/100?img=9"])
+actions = Buttons([viewCalendarBtn, snoozeBtn], "row")
+viewCalendarBtn = Button("Open full calendar", null, "secondary")
+snoozeBtn = Button("Remind me in 10 min", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..23e643408
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r3.txt
@@ -0,0 +1,37 @@
+root = Card([header, statusRow, heroCard, attendeesCard, joinCard, laterToday, followUpBlock], "clear", "column", "l")
+header = CardHeader("What's Next", "Tuesday, August 18 • 3 events today • You're free until 2:30 PM")
+statusRow = Card([countdownBadge, timeBadge, locationBadge], "clear", "row", "s")
+countdownBadge = Badge("Starts in 18 min", "default")
+timeBadge = Badge("2:30 PM — 3:15 PM", "secondary")
+locationBadge = Badge("Google Meet", "outline")
+heroCard = Card([heroHeader, heroTimeRow], "card", "column", "m")
+heroHeader = CardHeader("Product Sync — Q3 Roadmap Review", "Weekly sync with Design & Engineering leads • Organized by Maya Chen")
+heroTimeRow = Card([clockText, durationText, joinButtons], "sunk", "column", "s")
+clockText = TextContent("🕝 Today, Tuesday Aug 18 • 2:30 PM – 3:15 PM (45 min)", "large-heavy")
+durationText = TextContent("Google Meet • Conference Room B / meet.google.com/q3r-pxzt-k2v • Reminder set for 10 min before", "small")
+joinButtons = Buttons([joinBtn, detailsBtn], "row")
+joinBtn = Button("Join Google Meet →", null, "primary")
+detailsBtn = Button("View details", null, "secondary")
+attendeesCard = Card([attendeesHeader, attendeesList], "card", "column", "s")
+attendeesHeader = Heading("Who's attending • 5 people", "h3")
+attendeesList = ListBlock([a1, a2, a3, a4, a5])
+a1 = ListItem("Maya Chen", "Organizer • Product Lead • maya@company.com • Accepted", ["https://i.pravatar.cc/100?img=5"], "Message")
+a2 = ListItem("You — Alex Rivera", "alex@company.com • Accepted", ["https://i.pravatar.cc/100?img=12"], null)
+a3 = ListItem("David Park", "Engineering • Accepted", ["https://i.pravatar.cc/100?img=8"], "Message")
+a4 = ListItem("Sofia Reyes", "Design Lead • Tentative", ["https://i.pravatar.cc/100?img=9"], "Message")
+a5 = ListItem("James Wilson", "Data • Accepted • Dial-in only", ["https://i.pravatar.cc/100?img=15"], "Message")
+joinCard = Card([joinHeader, joinLink, joinActions], "sunk", "column", "s")
+joinHeader = Heading("Join the call", "h3")
+joinLink = TextContent("meet.google.com/q3r-pxzt-k2v  •  PIN: 482 913 027#  •  Tap to join instantly or copy link for later", "small")
+joinActions = Buttons([joinPrimary, copyBtn, dialBtn], "row")
+joinPrimary = Button("Join with Google Meet", null, "primary")
+copyBtn = Button("Copy link", null, "secondary")
+dialBtn = Button("Dial in", null, "tertiary")
+laterToday = Card([laterHeader, laterList], "clear", "column", "s")
+laterHeader = Heading("Later today", "h4")
+laterList = ListBlock([l1, l2])
+l1 = ListItem("Client Check-in — Acme Co.", "4:00 PM - 4:30 PM • Zoom • 3 attendees")
+l2 = ListItem("Focus Time — Deep Work", "5:00 PM - 6:00 PM • No attendees • Do not disturb")
+followUpBlock = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("Show full week calendar")
+f2 = FollowUpItem("Reschedule next meeting")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..a7c72a6e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-meeting__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, countdownCallout, nextMeetingCard, attendeesSection, joinSection, footerCard], "card", "column", "l")
+header = CardHeader("Up Next — Calendar", "Tuesday, August 18, 2026 • 2:15 PM • Your next event starts in 15 minutes")
+countdownCallout = Callout("info", "Next meeting in 15 minutes", "2:30 PM – 3:30 PM • Q3 Product Roadmap Review • Google Meet + Conference Room B")
+nextMeetingCard = Card([meetingHeader, meetingTimeRow, meetingMeta], "sunk", "column", "m")
+meetingHeader = CardHeader("Q3 Product Roadmap Review", "Today at 2:30 PM — Hosted by Sarah Chen")
+meetingTimeRow = Card([timeBadge, durationBadge, locationBadge], "clear", "row", "s", "center", "start", true)
+timeBadge = Badge("Today 2:30 PM – 3:30 PM", "default")
+durationBadge = Badge("60 min", "secondary")
+locationBadge = Badge("Google Meet", "outline")
+meetingMeta = TextContent("Weekly sync to finalize Q3 priorities, review engineering capacity, and lock launch dates. Agenda: team updates (20m), capacity planning (20m), launch timeline (20m). Please have your updates ready.", "small")
+attendeesSection = Card([attendeesHeader, attendeesList], "card", "column", "s")
+attendeesHeader = Heading("Who's attending • 5 people", "h3")
+attendeesList = ListBlock([attendee1, attendee2, attendee3, attendee4, attendee5])
+attendee1 = ListItem("Sarah Chen", "Organizer • sarah.chen@company.com • Accepted", ["https://picsum.photos/seed/sarah/100/100"])
+attendee2 = ListItem("Marcus Lee", "Product Manager • marcus.lee@company.com • Accepted", ["https://picsum.photos/seed/marcus/100/100"])
+attendee3 = ListItem("Priya Nair", "Engineering Lead • priya@company.com • Tentative", ["https://picsum.photos/seed/priya/100/100"])
+attendee4 = ListItem("David Kim", "Design Lead • david.kim@company.com • Accepted", ["https://picsum.photos/seed/david/100/100"])
+attendee5 = ListItem("You — Alex Rivera", "alex@company.com • Accepted • You are the presenter", ["https://picsum.photos/seed/alex/100/100"])
+joinSection = Card([joinHeader, joinButtons, joinHint], "card", "column", "m")
+joinHeader = Heading("Join the call", "h3")
+joinButtons = Buttons([joinBtn, copyLinkBtn, dialInBtn], "row")
+joinBtn = Button("Join with Google Meet", null, "primary", "normal", "large")
+copyLinkBtn = Button("Copy link", null, "secondary")
+dialInBtn = Button("Dial-in details", null, "tertiary")
+joinHint = TextCallout("info", "Link active now", "meet.google.com/q3-roadmap-aug18 • Signed in as alex@company.com • Join up to 10 minutes early. Audio and video preview available after you join.")
+footerCard = Card([footerText, separator, calendarPreview], "clear", "column", "s")
+footerText = TextContent("After this: 4:00 PM — Design Critique with Brand Team (45 min) • Tomorrow 9:00 AM — Sprint Planning", "small")
+separator = Separator("horizontal", true)
+calendarPreview = CalendarBlock("single", "2026-08-18", 1, "label")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..1c2759de5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r1.txt
@@ -0,0 +1,25 @@
+root = Card([heroCard, signupCard, benefitsSection, previewCard, footerNote], "clear", "column", "l")
+heroCard = Card([badgeTop, headingMain, valueSentence, heroImage], "clear", "column", "m", "center", "center")
+badgeTop = Badge("TUESDAY • 5-MIN READ • 42K+ READERS", "secondary")
+headingMain = Heading("The product newsletter worth opening.", "h1")
+valueSentence = TextContent("Get one proven product tactic, one real launch teardown, and three hand-picked tools to help you ship faster — every Tuesday in under 5 minutes.", "large")
+heroImage = ImageBlock("https://picsum.photos/seed/newsletter-hero/900/450", "Preview of newsletter on laptop and phone")
+signupCard = Card([formHeader, signupForm, trustText], "card", "column", "m")
+formHeader = CardHeader("Join the Weekly Build", "Free forever. Unsubscribe anytime with one click.")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam, ever. We respect your inbox.")
+emailInput = Input("email", "you@company.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe — it's free", null, "primary", "normal", "large")
+trustText = TextContent("✓ No spam ✓ Cancel anytime ✓ Trusted by teams at Linear, Figma, and Notion", "small")
+benefitsSection = Card([benefitsHeader, benefitTags, separator1], "clear", "column", "s", "center", "center")
+benefitsHeader = TextContent("What you'll get every Tuesday:", "small-heavy")
+benefitTags = TagBlock(["1 Tactic", "1 Teardown", "3 Tools", "5 Minutes"])
+separator1 = Separator("horizontal", true)
+previewCard = Card([previewHeader, previewList], "sunk", "column", "m")
+previewHeader = CardHeader("Inside last week's issue", "A peek at what subscribers received")
+previewList = ListBlock([previewItem1, previewItem2, previewItem3])
+previewItem1 = ListItem("Tactic: The Empty State Audit", "How Linear increased activation 22% by redesigning 3 empty screens")
+previewItem2 = ListItem("Teardown: Perplexity's onboarding", "Why their 4-step flow converts — and what to steal for your product")
+previewItem3 = ListItem("3 Tools: Build faster this week", "Galileo AI, Jitter, and Supabase Vector — with use cases")
+footerNote = TextContent("By subscribing you agree to our privacy policy. We send one email per week on Tuesdays. See a sample issue first?", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..1e867f8d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r2.txt
@@ -0,0 +1,15 @@
+root = Card([headerArea, heroImage, valueSentence, signupFormCard, trustBadge, footerAssurance], "clear", "column", "l", "center", "start")
+headerArea = CardHeader("The Product Brief", "The weekly newsletter for product builders")
+heroImage = ImageBlock("https://picsum.photos/seed/productbrief/800/400", "Minimal newsletter preview on laptop and phone")
+valueSentence = MarkDownRenderer("**Get one standout product teardown, the growth tactic behind it, and 3 links worth saving — every Tuesday in under 5 minutes.**", "clear")
+signupFormCard = Card([formIntro, newsletterForm, divider, perks], "card", "column", "m", "stretch", "start")
+formIntro = TextContent("Join 24,000+ PMs, designers & founders — free forever.", "small-heavy")
+newsletterForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll only use this to send the newsletter. No spam.")
+emailInput = Input("email", "you@company.com", "email")
+formButtons = Buttons([subscribeBtn], "column")
+subscribeBtn = Button("Subscribe — it's free", null, "primary", "normal", "large")
+divider = Separator("horizontal", true)
+perks = TagBlock(["5-min read", "Zero spam", "1-click unsubscribe"])
+trustBadge = Badge("Trusted by readers at Linear • Figma • Notion • Stripe", "secondary")
+footerAssurance = TextContent("No spam, ever. Unsubscribe anytime with one click. Read our Privacy Policy.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..318521234
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r3.txt
@@ -0,0 +1,17 @@
+root = Card([hero, formCard, assurance, separator, footer], "clear", "column", "l")
+hero = Card([cardHeader, valueSentence, imagePreview, tagRow], "card", "column", "m")
+cardHeader = CardHeader("The Weekly Product Brief", "Join 42,000+ product builders")
+valueSentence = TextContent("Get one actionable teardown, 3 hand-picked tools, and early launch previews every Tuesday — in under 5 minutes.", "large-heavy")
+imagePreview = ImageBlock("https://picsum.photos/seed/productnewsletter/800/400", "Newsletter preview on laptop")
+tagRow = TagBlock(["Every Tuesday", "5-min read", "No spam"])
+formCard = Form("newsletter-signup", formButtons, [emailField, consentField])
+emailField = FormControl("Email address", emailInput, "We'll only use this to send the weekly newsletter. Unsubscribe anytime.")
+emailInput = Input("email", "you@company.com", "email")
+consentField = FormControl("Stay in control", consentCheck)
+consentCheck = CheckBoxGroup("consent", [consentItem])
+consentItem = CheckBoxItem("Send me the weekly product newsletter", "No ads, no spam — just useful insights. One-click unsubscribe.", "newsletter_consent", true)
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe — it's free", null, "primary", "normal", "large")
+assurance = Callout("info", "Free forever. Cancel anytime.", "Trusted by PMs at Linear, Notion & Figma. We never share your email.")
+separator = Separator("horizontal", true)
+footer = TextContent("By subscribing you agree to our Privacy Policy and Terms. 12,000+ readers rated us 4.9/5.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..2914a3d00
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-newsletter__r4.txt
@@ -0,0 +1,18 @@
+root = Card([header, heroRow, valueSentence, formSection, trustBar, footerText], "clear", "column", "l")
+header = CardHeader("The Product Weekly", "The newsletter for builders, PMs and founders")
+heroRow = Card([heroText, heroImage], "card", "row", "l", "center", "between")
+heroText = Card([eyebrow, title, subtitle], "clear", "column", "s", "start", "start")
+eyebrow = Badge("Every Tuesday • 2 min read • No spam", "secondary")
+title = Heading("Stay ahead without the noise", "h1")
+subtitle = TextContent("Join 42,000+ product leaders getting the signal, not the noise.", "small")
+heroImage = ImageBlock("https://picsum.photos/seed/productnewsletter/600/400", "Preview of the weekly newsletter on laptop and phone")
+valueSentence = TextContent("Get one email every Tuesday with 5 hand-picked product launches, teardowns, and tactical tips to help you ship better products faster.", "large")
+formSection = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam, ever. Unsubscribe with one click.")
+emailInput = Input("email", "you@company.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeBtn], "row")
+subscribeBtn = Button("Subscribe — it's free", null, "primary", "normal", "large")
+trustBar = Card([trustBadge, trustText], "sunk", "row", "m", "center", "start")
+trustBadge = Badge("★★★★★ 4.9/5 (1,200+ reviews)", "outline")
+trustText = TextContent("Trusted by teams at Linear, Figma, Notion & Stripe • 42,000+ subscribers", "small")
+footerText = TextContent("By subscribing you agree to our Privacy Policy. We respect your inbox.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-order__r1.txt
new file mode 100644
index 000000000..cbf194426
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-order__r1.txt
@@ -0,0 +1,68 @@
+root = Card([header, statusBanner, mainGrid, journeySection, detailsHeader, detailsTable, helpSection, followUpBlock], "card", "column", "l")
+header = CardHeader("Track Your Delivery", "Order #84729 • Tracking: 1Z-884-2910-7734 • 2 items • Standard Shipping")
+statusBanner = Callout("info", "Package In Transit — On the way to you", "Departed Chicago Regional Sorting Facility at 6:42 AM CDT today. Next scan expected at Milwaukee Distribution Center within 4 hours. Carrier: FedEx Ground")
+mainGrid = Card([currentLocationCard, deliveryDateCard], "sunk", "row", "m")
+currentLocationCard = Card([locHeader, locBadge, locText, locMeta, locProgress, locImage], "card", "column", "s")
+locHeader = CardHeader("Where Your Package Is Now", "Live tracking • Updated 12 minutes ago")
+locBadge = Badge("IN TRANSIT • SCANNED 6:42 AM CDT", "secondary")
+locText = TextContent("📦 Chicago Regional Sorting Facility → En route to Milwaukee, WI", "large-heavy")
+locMeta = TextContent("Departed facility and loaded onto trailer #4821. Currently on I-94 corridor. 127 miles to destination facility. Weather: Clear, no delays.", "small")
+locProgress = Progress(68, "68% of journey completed")
+locImage = ImageBlock("https://picsum.photos/seed/chicagomap/800/300", "Map view of package route from Chicago to Milwaukee")
+deliveryDateCard = Card([dateHeader, dateBig, dateSub, dateProgress, dateCallout, dateActions], "card", "column", "s")
+dateHeader = CardHeader("Estimated Delivery", "FedEx Ground • No signature required")
+dateBig = Heading("Thursday, August 21", "h1")
+dateSub = TextContent("by 8:00 PM • to 1847 W Greenfield Ave, Milwaukee, WI 53204", "large")
+dateProgress = Progress(75, "2 days remaining • On schedule")
+dateCallout = TextCallout("success", "On time", "Your package is moving as planned. We'll notify you when it's out for delivery. Delivery window: 10:00 AM - 8:00 PM.")
+dateActions = Buttons([trackBtn, notifyBtn])
+trackBtn = Button("Get SMS Updates", null, "primary")
+notifyBtn = Button("Add Delivery Instructions", null, "secondary")
+journeySection = Card([journeyHeader, steps, separator1, scanHeader, scanList], "card", "column", "m")
+journeyHeader = CardHeader("Shipment Journey", "Follow your package step-by-step")
+steps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Order Confirmed", "Aug 16, 9:14 AM • Milwaukee Warehouse — Order processed and payment confirmed")
+step2 = StepsItem("Picked & Packed", "Aug 17, 2:30 PM • Fulfillment Center — Items packed, label created 1Z-884-2910-7734")
+step3 = StepsItem("In Transit — Current Location", "TODAY Aug 18, 6:42 AM • Departed Chicago Regional Sorting Facility, IL — On truck to Milwaukee")
+step4 = StepsItem("Out for Delivery", "Expected Aug 21, by 8:00 AM • Milwaukee Distribution Center → Your address")
+step5 = StepsItem("Delivered", "Expected Aug 21, by 8:00 PM • Front porch / mailroom")
+separator1 = Separator("horizontal", true)
+scanHeader = Heading("Recent Scans", "h3")
+scanList = ListBlock([scan1, scan2, scan3, scan4], "number")
+scan1 = ListItem("Departed — Chicago Regional Sorting Facility, IL", "Today, 6:42 AM CDT • Loaded on trailer, next stop Milwaukee", null, "Live")
+scan2 = ListItem("Arrived — Chicago Regional Sorting Facility, IL", "Yesterday, 11:18 PM CDT • Processing and sorting complete")
+scan3 = ListItem("Departed — Indianapolis Hub, IN", "Aug 17, 8:05 PM EDT • In transit to Chicago")
+scan4 = ListItem("Shipment Information Sent to Carrier", "Aug 17, 2:45 PM CDT • FedEx has received your shipment details")
+detailsHeader = CardHeader("Shipment Details", "Carrier and package information")
+detailsTable = Table([colField, colValue])
+colField = Col("Detail", ["Carrier", "Service", "Tracking Number", "Weight", "Ship From", "Ship To"])
+colValue = Col("Information", ["FedEx Ground", "Standard (3-5 business days)", "1Z-884-2910-7734", "4.2 lbs • 14 x 10 x 8 in", "Acme Fulfillment, Indianapolis, IN 46268", "1847 W Greenfield Ave, Milwaukee, WI 53204"])
+helpSection = Card([helpHeader, helpText, reportForm, altActions], "card", "column", "m")
+helpHeader = CardHeader("Need Help With This Delivery?", "Report a problem and our support team will respond within 2 hours")
+helpText = TextCallout("neutral", "We’re here to help", "If your package is late, damaged, missing, or going to the wrong address, let us know. You’ll get a confirmation email and case number right after submitting.")
+reportForm = Form("report-delivery-issue", formButtons, [fieldIssue, fieldDesc, fieldEmail, fieldUrgency])
+fieldIssue = FormControl("What’s the issue?", inputIssue, "Choose the option that best describes the problem")
+inputIssue = Select("issue_type", [optDamaged, optMissing, optLate, optWrong, optOther], "Select an issue type")
+optDamaged = SelectItem("damaged", "Package arrived damaged / items broken")
+optMissing = SelectItem("missing", "Package marked delivered but not received")
+optLate = SelectItem("late", "Package is late / stuck with no updates")
+optWrong = SelectItem("wrong_address", "Wrong address or need to change delivery address")
+optOther = SelectItem("other", "Other problem")
+fieldDesc = FormControl("Describe the problem", inputDesc, "Include any details that help us investigate (e.g., photo, doorbell cam, location checked)")
+inputDesc = TextArea("description", "Tell us what happened... e.g., Tracking hasn't updated since Aug 17, porch was empty at 7pm...", 4)
+fieldEmail = FormControl("Contact email for updates", inputEmail, "We’ll send your case number and resolution here")
+inputEmail = Input("contact_email", "you@email.com", "email")
+fieldUrgency = FormControl("How urgent is this?", inputUrgency)
+inputUrgency = RadioGroup("urgency", [urgLow, urgHigh], "low")
+urgLow = RadioItem("Standard", "Reply within 24 hours", "low")
+urgHigh = RadioItem("Urgent — I need this quickly", "Package contains time-sensitive items", "high")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Report Problem", null, "primary")
+cancelBtn = Button("Clear Form", null, "tertiary")
+altActions = Buttons([contactBtn, faqBtn])
+contactBtn = Button("Chat with Support", null, "secondary")
+faqBtn = Button("View Delivery FAQ", null, "ghost")
+followUpBlock = FollowUpBlock([followItem1, followItem2, followItem3])
+followItem1 = FollowUpItem("Change my delivery address or delivery window")
+followItem2 = FollowUpItem("Set up vacation hold or pickup at FedEx location")
+followItem3 = FollowUpItem("Report a different order issue")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-order__r2.txt
new file mode 100644
index 000000000..e82e3315d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-order__r2.txt
@@ -0,0 +1,73 @@
+root = Card([header, statusRow, estimateHighlight, currentLocationBlock, journeySteps, historyTable, detailsCard, reportCard, supportActions], "clear", "column", "l")
+header = CardHeader("Track your delivery", "Order #88472-291 • 2 items • UPS Ground • 1Z 999 AA1 01 2345 6784")
+statusRow = Card([statusBadge, carrierBadge, trackingBadge], "clear", "row", "s", "center", "start", true)
+statusBadge = Badge("In Transit — Out for Delivery", "default")
+carrierBadge = Badge("UPS Ground", "secondary")
+trackingBadge = Badge("Live tracking", "outline")
+estimateHighlight = Card([estimateHeading, estimateDate, estimateSub, estimateProgress], "sunk", "column", "s", "center", "center")
+estimateHeading = TextContent("ESTIMATED DELIVERY", "small")
+estimateDate = Heading("Wednesday, August 20, 2026 by 8:00 PM", "h1")
+estimateSub = TextContent("No signature required • You'll get an SMS when you're 5 stops away • Delivering to 248 Bergen St, Brooklyn, NY 11217", "small")
+estimateProgress = Progress(75, "75% of journey completed — on time")
+currentLocationBlock = Card([locationHeader, locationCallout, locationMap, locationMeta], "card", "column", "m")
+locationHeader = CardHeader("Where your package is right now", "Live update • Refreshed 2 minutes ago • Last scan: Aug 18, 09:42 AM ET")
+locationCallout = Callout("info", "Out for delivery — On the truck, 2.3 miles away", "Your driver Marco (Van #NY-4421) has 8 stops before you. Current location: UPS Brooklyn Distribution Center. Next ETA to your address: Today 11:30 AM - 1:00 PM.")
+locationMap = ImageBlock("https://picsum.photos/seed/deliverymap/800/400", "Map showing package location at Brooklyn Distribution Center 2.3 miles from delivery address")
+locationMeta = Card([etaBox, addressBox, driverBox], "clear", "row", "m", "stretch", "between", true)
+etaBox = Card([etaTitle, etaValue], "sunk", "column", "xs")
+etaTitle = TextContent("Next window", "small")
+etaValue = TextContent("Today, 11:30 AM - 1:00 PM", "small-heavy")
+addressBox = Card([addrTitle, addrValue], "sunk", "column", "xs")
+addrTitle = TextContent("Delivering to", "small")
+addrValue = TextContent("248 Bergen St, Brooklyn, NY 11217", "small-heavy")
+driverBox = Card([driverTitle, driverValue], "sunk", "column", "xs")
+driverTitle = TextContent("Driver & Vehicle", "small")
+driverValue = TextContent("Marco • UPS Van #NY-4421", "small-heavy")
+journeySteps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Order Confirmed", "Apr 12 • Warehouse received your order")
+step2 = StepsItem("Shipped", "Apr 14 • Left Newark, NJ Fulfillment Center")
+step3 = StepsItem("In Transit", "Apr 16-17 • Arrived Philadelphia Hub → Brooklyn Facility")
+step4 = StepsItem("Out for Delivery — YOU ARE HERE", "Aug 18, 09:42 AM • Loaded onto delivery vehicle in Brooklyn, 2.3 miles away")
+step5 = StepsItem("Delivered", "Est. Aug 20 by 8:00 PM • 248 Bergen St")
+historyTable = Card([historyHeader, historyList], "card", "column", "s")
+historyHeader = CardHeader("Tracking History", "Most recent first • Tap View for scan details")
+historyList = ListBlock([h1, h2, h3, h4, h5])
+h1 = ListItem("Out for delivery", "Aug 18, 09:42 AM ET • Brooklyn Distribution Center, NY — Loaded onto delivery vehicle", null, "View")
+h2 = ListItem("Arrived at facility", "Aug 18, 06:15 AM ET • Brooklyn Distribution Center, NY — Processing complete")
+h3 = ListItem("Departed facility", "Aug 17, 11:20 PM ET • Philadelphia Hub, PA — In transit to next facility")
+h4 = ListItem("In transit", "Aug 17, 03:40 PM ET • Departed Newark, NJ Fulfillment Center")
+h5 = ListItem("Shipment picked up", "Aug 14, 04:05 PM ET • Newark, NJ — UPS received package")
+detailsCard = Card([detailsHeader, detailsTable], "card", "column", "s")
+detailsHeader = CardHeader("Package Details", "UPS Ground • 4.2 lbs • 14×10×6 in • 2 items")
+detailsTable = Table([detailCol1, detailCol2])
+detailCol1 = Col("Item", ["Wireless Headphones (Black)", "Charging Case"])
+detailCol2 = Col("Qty", ["1", "1"])
+reportCard = Card([reportHeader, reportIntro, reportForm, reportAlt], "card", "column", "m")
+reportHeader = CardHeader("Report a problem with this delivery", "Choose an issue and we'll fix it fast — response within 2 hours")
+reportIntro = TextCallout("neutral", "What happens next?", "After you submit, you'll get an email confirmation. You can request a refund, replacement, or redelivery. No need to call unless you want to.")
+reportForm = Form("report-problem", reportButtons, [issueField, detailsField, contactPrefField])
+issueField = FormControl("What went wrong?", issueSelect, "Select the option that best describes the issue")
+issueSelect = Select("issue_type", [opt1, opt2, opt3, opt4, opt5, opt6], "Select an issue")
+opt1 = SelectItem("not_arrived", "Package hasn't arrived / delayed")
+opt2 = SelectItem("damaged", "Package arrived damaged")
+opt3 = SelectItem("wrong_item", "Wrong item received")
+opt4 = SelectItem("missing", "Item missing from package")
+opt5 = SelectItem("address", "Wrong address / delivery location")
+opt6 = SelectItem("other", "Something else")
+detailsField = FormControl("Describe the problem", detailsInput, "Include details or add a photo below to help us resolve faster")
+detailsInput = TextArea("details", "e.g., Tracking hasn't updated in 2 days, box was crushed on arrival, item missing...", 4)
+contactPrefField = FormControl("How should we contact you?", contactRadio)
+contactRadio = RadioGroup("contact_pref", [c1, c2])
+c1 = RadioItem("Email", "Reply to jordan@example.com", "email")
+c2 = RadioItem("SMS", "Text updates to •••• 4821", "sms")
+reportButtons = Buttons([submitReportBtn, attachPhotoBtn])
+submitReportBtn = Button("Submit report", null, "primary")
+attachPhotoBtn = Button("Attach photo", null, "secondary")
+reportAlt = Card([altText, altButtons], "sunk", "column", "s", "center", "center")
+altText = TextContent("Prefer to talk to someone directly?", "small")
+altButtons = Buttons([callBtn, chatBtn])
+callBtn = Button("Call support", null, "secondary")
+chatBtn = Button("Live chat", null, "tertiary")
+supportActions = Buttons([trackBtn, manageBtn])
+trackBtn = Button("Copy tracking number")
+manageBtn = Button("Manage delivery instructions", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-order__r3.txt
new file mode 100644
index 000000000..d19ecdab7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-order__r3.txt
@@ -0,0 +1,53 @@
+root = Card([header, statusRow, locationCard, estimateCard, timelineCard, reportCard, helpFooter], "card", "column", "l")
+header = CardHeader("Track Your Package", "Order #84729-EXP • FedEx Express • 3 items")
+statusRow = Card([statusBadge, etaBadge, carrierBadge], "clear", "row", "m")
+statusBadge = Badge("In Transit", "secondary")
+etaBadge = Badge("Arrives Tomorrow", "default")
+carrierBadge = Badge("Tracking: 7946 2819 4051", "outline")
+locationCard = Card([locationHeader, locationImage, locationCallout, locationDetails], "sunk", "column", "m")
+locationHeader = Heading("Where your package is right now", "h3")
+locationImage = ImageBlock("https://picsum.photos/seed/chicagomap/800/400", "Map view showing package at Chicago sorting facility")
+locationCallout = Callout("info", "Currently at: Sorting Facility — Chicago, IL", "Scanned at 09:42 AM CDT today • Next stop: Local distribution center in Milwaukee • Updated 12 minutes ago")
+locationDetails = TextContent("📦 Location: 4500 W 47th St, Chicago, IL 60632 — Outbound dock, loaded for northbound transit. Carrier confirms package is on schedule and moving.", "small")
+estimateCard = Card([estimateHeader, estimateDate, estimateWindow, deliveryProgress, estimateNote], "card", "column", "m")
+estimateHeader = CardHeader("Estimated Delivery Date", "On track • No delays reported")
+estimateDate = Heading("Tomorrow — Tuesday, August 19 by 8:00 PM", "h2")
+estimateWindow = TextContent("Delivery window: 2:00 PM - 8:00 PM • Signature not required • Leave at front door authorized", "default")
+deliveryProgress = Progress(68, "68% of journey completed — 412 of 602 miles")
+estimateNote = TextCallout("success", "On time", "Your package is moving as expected. You'll get a notification when it's out for delivery.")
+timelineCard = Card([timelineHeader, timelineSteps], "card", "column", "m")
+timelineHeader = Heading("Shipment Journey", "h3")
+timelineSteps = Steps([stepOrdered, stepShipped, stepTransit, stepOutForDelivery, stepDelivered])
+stepOrdered = StepsItem("Order Processed", "Aug 15 • 2:14 PM • Los Angeles, CA Warehouse • Completed")
+stepShipped = StepsItem("Shipped", "Aug 16 • 8:30 AM • Departed LA Facility • FedEx Ground • Completed")
+stepTransit = StepsItem("In Transit — Current Stage", "Aug 18 • 09:42 AM • Arrived Chicago, IL Sorting Facility • In progress — this is where your package is now")
+stepOutForDelivery = StepsItem("Out for Delivery", "Expected Aug 19 • 8:00 AM • Milwaukee Distribution Center • Pending")
+stepDelivered = StepsItem("Delivered", "Expected Aug 19 • by 8:00 PM • 1842 N Water St, Milwaukee, WI 53202 • Pending")
+reportCard = Card([reportHeader, reportDesc, problemForm, quickActions], "card", "column", "m")
+reportHeader = Heading("Report a problem with this delivery", "h3")
+reportDesc = TextContent("Something wrong? Tell us what happened and our team will respond within 24 hours. You can also attach details below.", "small")
+problemForm = Form("report-delivery-problem", formButtons, [issueTypeField, detailsField, contactPrefField, emailField])
+issueTypeField = FormControl("What went wrong?", issueSelect)
+issueSelect = Select("issue_type", [optNotArrived, optDamaged, optWrongAddress, optMissing, optOther], "Select an issue")
+optNotArrived = SelectItem("not_arrived", "Package hasn't arrived / seems stuck")
+optDamaged = SelectItem("damaged", "Package arrived damaged")
+optWrongAddress = SelectItem("wrong_address", "Delivered to wrong address")
+optMissing = SelectItem("missing_item", "Item missing from package")
+optOther = SelectItem("other", "Something else")
+detailsField = FormControl("Describe the problem", detailsArea, "Include any details, delivery instructions, or damage description")
+detailsArea = TextArea("details", "Tell us what happened... e.g., Tracking hasn't updated in 2 days, box was crushed on arrival...", 3)
+contactPrefField = FormControl("How should we contact you?", contactRadio)
+contactRadio = RadioGroup("contact_pref", [radioEmail, radioPhone, radioChat])
+radioEmail = RadioItem("Email", "Reply to your order email", "email")
+radioPhone = RadioItem("Phone", "Call or text you directly", "phone")
+radioChat = RadioItem("Live Chat", "Continue in chat now", "chat")
+emailField = FormControl("Contact email for updates", emailInput)
+emailInput = Input("contact_email", "you@example.com", "email")
+formButtons = Buttons([submitBtn, chatBtn], "row")
+submitBtn = Button("Submit Report", null, "primary")
+chatBtn = Button("Chat with Support Instead", null, "secondary")
+quickActions = Buttons([callBtn, trackBtn], "row")
+callBtn = Button("Call Carrier: 1-800-463-3339", null, "tertiary")
+trackBtn = Button("Refresh Tracking", null, "tertiary")
+helpFooter = Card([helpText], "clear", "column", "s")
+helpText = TextContent("Need immediate help? Reports are reviewed 7am-10pm CDT. For urgent issues, use Chat with Support for a response in under 5 minutes.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-order__r4.txt
new file mode 100644
index 000000000..57f63ab52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-order__r4.txt
@@ -0,0 +1,48 @@
+root = Card([header, statusRow, etaCallout, progress, currentLocationCard, journeyHeader, journey, separator1, detailsHeader, detailsTable, separator2, reportCard, helpActions], "card", "column", "l")
+header = CardHeader("Track Your Delivery", "Order #84729 • Updated 2 minutes ago • Priority Express")
+statusRow = Card([statusBadge, trackingNumber], "clear", "row", "m", "center", "between")
+statusBadge = Badge("Out for Delivery", "default")
+trackingNumber = TextContent("Tracking: 1Z 999 AA1 0392 1420 85", "small")
+etaCallout = Callout("info", "Estimated Delivery: Tuesday, Aug 19 by 9:00 PM", "You're next on the route — 3 stops away. No signature required. We'll notify you when it's 30 minutes away.")
+progress = Progress(80, "Step 4 of 5 — Out for delivery")
+currentLocationCard = Card([locHeader, locContent, locMap], "sunk", "column", "m")
+locHeader = CardHeader("Where your package is right now", "Live • Last scan 11:18 AM")
+locContent = TextContent("📍 **On the delivery vehicle — 0.8 miles away** near Maplewood Ave, Chicago. Left Northside Distribution Center at 7:42 AM with driver Marcus (Van #42). Next update when delivered to your door.", "default")
+locMap = ImageBlock("https://picsum.photos/seed/deliverymap/800/400", "Map showing delivery van near destination")
+journeyHeader = Heading("Delivery Journey", "h3")
+journey = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Order Confirmed", "Aug 15 • 9:12 AM — Label created in Austin, TX")
+step2 = StepsItem("Shipped", "Aug 16 • 6:30 PM — Departed Austin facility")
+step3 = StepsItem("In Transit", "Aug 18 • 4:05 AM — Arrived at Northside Distribution Center, Chicago, IL")
+step4 = StepsItem("Out for Delivery", "Aug 19 • 7:42 AM — Loaded onto delivery vehicle • Last scan 11:18 AM")
+step5 = StepsItem("Delivered", "Estimated Aug 19 by 9:00 PM — 1847 W 22nd St, Apt 3B")
+separator1 = Separator("horizontal", true)
+detailsHeader = Heading("Shipment Details", "h3")
+detailsTable = Table([colItem, colDetail])
+colItem = Col("Details", ["Recipient", "Delivery Address", "Service", "Weight", "Seller / Order"])
+colDetail = Col("Information", ["Alex Rivera", "1847 W 22nd St, Apt 3B, Chicago, IL 60608", "Priority Express • Insured", "2.4 lbs (1.1 kg)", "Urban Outfitters — #84729"])
+separator2 = Separator("horizontal", true)
+reportCard = Card([reportHeader, reportDesc, reportForm], "card", "column", "m")
+reportHeader = CardHeader("Report a problem with this delivery", "Get help fast — we reply within 2 hours")
+reportDesc = TextContent("Is your package delayed, damaged, missing, or going to the wrong address? Tell us what happened and we'll fix it.", "small")
+reportForm = Form("report-issue", reportButtons, [issueField, detailsField, contactField])
+issueField = FormControl("What went wrong?", issueSelect)
+issueSelect = Select("issue_type", [issueDelayed, issueDamaged, issueMissing, issueWrongAddress, issueOther], "Select an issue")
+issueDelayed = SelectItem("delayed", "Package is delayed / stuck")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueMissing = SelectItem("missing", "Package marked delivered but missing")
+issueWrongAddress = SelectItem("wrong_address", "Wrong address / needs correction")
+issueOther = SelectItem("other", "Something else")
+detailsField = FormControl("Describe the problem", detailsInput, "Include details like damage, location, or access instructions")
+detailsInput = TextArea("details", "e.g., Tracking hasn't updated since Aug 16, or box was crushed on arrival...", 4)
+contactField = FormControl("How should we contact you?", contactRadio)
+contactRadio = RadioGroup("contact_method", [contactEmail, contactPhone, contactNoContact], "email")
+contactEmail = RadioItem("Email", "Reply to your order email", "email")
+contactPhone = RadioItem("Phone / SMS", "Text or call you", "phone")
+contactNoContact = RadioItem("No contact needed", "Just resolve the issue", "none")
+reportButtons = Buttons([submitReportBtn, clearBtn], "row")
+submitReportBtn = Button("Submit Report", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+helpActions = Buttons([chatSupportBtn, viewOrderBtn], "row")
+chatSupportBtn = Button("Chat with Support", null, "secondary")
+viewOrderBtn = Button("View Order Details", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..f2c2605d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r1.txt
@@ -0,0 +1,55 @@
+root = Card([pollHeader, questionCard, restaurantCards, votingCard, resultsCard, footerNote], "card", "column", "l")
+pollHeader = CardHeader("Team Lunch Poll", "Friday 12:30 PM • Downtown • 12 teammates • Closes Thu 3:00 PM")
+questionCard = Card([questionHeading, questionSub, pollBadge, pollCallout], "sunk", "column", "m")
+questionHeading = Heading("Where should we go for lunch on Friday?", "h1")
+questionSub = TextContent("Help us pick our spot! Vote for one of the three restaurants below. Majority wins — tie goes to a quick runoff.", "default")
+pollBadge = Badge("Voting open • 9 of 12 voted", "secondary")
+pollCallout = Callout("info", "Your vote counts", "You can change your vote anytime until the poll closes on Thursday at 3 PM.")
+restaurantCards = Card([restaurantTitle, restaurantRow], "clear", "column", "m")
+restaurantTitle = Heading("The 3 options", "h3")
+restaurantRow = Card([sakuraCard, piazzaCard, caminoCard], "clear", "row", "m")
+sakuraCard = Card([sakuraImg, sakuraHead, sakuraDesc, sakuraTags, sakuraMeta], "card", "column", "s")
+sakuraImg = ImageBlock("https://picsum.photos/seed/sakuraSushi/600/400", "Sakura Sushi interior with sushi counter")
+sakuraHead = Heading("1. Sakura Sushi", "h4")
+sakuraDesc = TextContent("Fresh nigiri, tonkotsu ramen & bento boxes. Light, healthy and great for vegetarians.", "small")
+sakuraTags = TagBlock(["Japanese", "$$", "5 min walk", "Vegetarian options"])
+sakuraMeta = TextContent("⭐ 4.7 • 320 reviews • Try: Salmon bento", "small")
+piazzaCard = Card([piazzaImg, piazzaHead, piazzaDesc, piazzaTags, piazzaMeta], "card", "column", "s")
+piazzaImg = ImageBlock("https://picsum.photos/seed/laPiazza/600/400", "La Piazza wood-fired pizza oven")
+piazzaHead = Heading("2. La Piazza", "h4")
+piazzaDesc = TextContent("Wood-fired pizzas, big shareable salads & tiramisu. Perfect for groups.", "small")
+piazzaTags = TagBlock(["Italian", "$$", "8 min walk", "Group friendly"])
+piazzaMeta = TextContent("⭐ 4.6 • 510 reviews • Try: Margherita + arugula", "small")
+caminoCard = Card([caminoImg, caminoHead, caminoDesc, caminoTags, caminoMeta], "card", "column", "s")
+caminoImg = ImageBlock("https://picsum.photos/seed/elCamino/600/400", "El Camino tacos and patio")
+caminoHead = Heading("3. El Camino", "h4")
+caminoDesc = TextContent("Street tacos, burrito bowls & fresh margaritas. Fastest service and sunny patio.", "small")
+caminoTags = TagBlock(["Mexican", "$", "3 min walk", "Patio seating"])
+caminoMeta = TextContent("⭐ 4.8 • 410 reviews • Try: Al pastor tacos", "small")
+votingCard = Card([votingHeader, voteForm], "card", "column", "m")
+votingHeader = CardHeader("Cast your vote", "Choose one of the three restaurants above")
+voteForm = Form("lunch-vote", voteButtons, [voterField, restaurantField])
+voterField = FormControl("Your name", voterInput, "So we can mark you as voted")
+voterInput = Input("voter_name", "e.g. Alex", "text")
+restaurantField = FormControl("Where should we go for lunch on Friday?", restaurantRadio, "Select one — you can update it until the poll closes")
+restaurantRadio = RadioGroup("restaurant_choice", [radioSakura, radioPiazza, radioCamino])
+radioSakura = RadioItem("Sakura Sushi", "Japanese • $$ • 5 min walk", "sakura")
+radioPiazza = RadioItem("La Piazza", "Italian • $$ • 8 min walk", "piazza")
+radioCamino = RadioItem("El Camino", "Mexican • $ • 3 min walk", "camino")
+voteButtons = Buttons([voteBtn, clearBtn])
+voteBtn = Button("Submit vote", null, "primary")
+clearBtn = Button("Clear choice", null, "tertiary")
+resultsCard = Card([resultsHeader, resultsChart, resultsProgressRow, resultsSeparator, resultsTable], "sunk", "column", "m")
+resultsHeader = CardHeader("Live results", "12 teammates invited • Updates automatically")
+resultsChart = BarChart(["Sakura Sushi", "La Piazza", "El Camino"], [resultsSeries], "grouped", "Restaurant", "Votes")
+resultsSeries = Series("Votes", [5, 4, 3])
+resultsProgressRow = Card([progSakura, progPiazza, progCamino], "clear", "row", "m")
+progSakura = Progress(42, "Sakura Sushi — 5 votes (42%)")
+progPiazza = Progress(33, "La Piazza — 4 votes (33%)")
+progCamino = Progress(25, "El Camino — 3 votes (25%)")
+resultsSeparator = Separator("horizontal", true)
+resultsTable = Table([resultNameCol, resultVotesCol, resultShareCol])
+resultNameCol = Col("Restaurant", ["Sakura Sushi", "La Piazza", "El Camino"])
+resultVotesCol = Col("Votes", ["5", "4", "3"])
+resultShareCol = Col("Share", ["42%", "33%", "25%"])
+footerNote = TextContent("Poll created by Maya • Reservation for Friday 12:30 PM • Need a +1 or have dietary needs? Add a note after voting.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..224ded154
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r2.txt
@@ -0,0 +1,31 @@
+root = Card([header, qCard, showcaseCard, votingForm, liveResults, infoCallout, bottomActions])
+header = CardHeader("Team Lunch Poll 🍽️", "Friday 12:30 PM • 8 teammates • Poll closes Thursday 5 PM")
+qCard = Card([qHeading, qMeta, qSeparator, qHint], "sunk", "column", "s")
+qHeading = Heading("Where should we go for lunch on Friday?", "h1")
+qMeta = TextContent("Cast your vote below — majority wins and we'll book the table!", "small")
+qSeparator = Separator("horizontal", true)
+qHint = Badge("Voting open • 1 vote per person", "secondary")
+showcaseCard = Card([showcaseHeader, showcaseList], "card", "column", "m")
+showcaseHeader = Heading("The 3 options", "h3")
+showcaseList = ListBlock([showcaseItem1, showcaseItem2, showcaseItem3])
+showcaseItem1 = ListItem("Sakura Sushi", "Fresh nigiri, ramen & bento • 12 min walk • $$ • 4.7★ • Vegan options", ["https://picsum.photos/seed/sakura/200/200"], "View menu")
+showcaseItem2 = ListItem("La Piazza Italiana", "Wood-fired pizza & handmade pasta • 5 min walk • $$ • 4.6★ • Outdoor patio", ["https://picsum.photos/seed/piazza/200/200"], "View menu")
+showcaseItem3 = ListItem("The Green Fork", "Salads, grain bowls & smashed burgers • 8 min walk • $ • 4.8★ • Best for dietary needs", ["https://picsum.photos/seed/greenfork/200/200"], "View menu")
+votingForm = Form("lunch-vote", voteButtons, [restaurantChoice])
+restaurantChoice = FormControl("Choose one restaurant to vote for", restaurantOptions, "You can change your vote until Thursday 5 PM")
+restaurantOptions = RadioGroup("restaurant_choice", [optSakura, optPiazza, optGreen])
+optSakura = RadioItem("Sakura Sushi", "Fresh sushi & ramen • 12 min walk • $$", "sakura")
+optPiazza = RadioItem("La Piazza Italiana", "Wood-fired pizza & pasta • 5 min walk • $$", "piazza")
+optGreen = RadioItem("The Green Fork", "Salads, bowls & burgers • 8 min walk • $ • Vegan-friendly", "green_fork")
+voteButtons = Buttons([voteBtn, viewDetailsBtn])
+voteBtn = Button("Submit my vote", null, "primary")
+viewDetailsBtn = Button("See menus", null, "secondary")
+liveResults = Card([resultsHeader, resultsChart, resultsCaption], "card", "column", "m")
+resultsHeader = CardHeader("Live results", "6 of 8 teammates have voted — anonymous")
+resultsChart = HorizontalBarChart(["Sakura Sushi", "La Piazza Italiana", "The Green Fork"], [voteSeries], "grouped", "Votes", "")
+voteSeries = Series("Votes", [3, 2, 1])
+resultsCaption = TextContent("Results update instantly after you vote. Final decision Friday morning.", "small")
+infoCallout = Callout("info", "Friday details", "Reservation will be made for 12:30 PM for 8 people. Allergies and dietary needs will be shared with the winning restaurant.")
+bottomActions = Buttons([shareBtn, remindBtn])
+shareBtn = Button("Share poll link")
+remindBtn = Button("Remind team in Slack", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..15bfed6fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r3.txt
@@ -0,0 +1,33 @@
+root = Card([header, tagRow, questionHeading, questionSub, separator1, restaurantsHeader, restaurantList, separator2, voteForm, liveResultsHeader, resultsChart, resultsCaption, pollInfo, actions])
+header = CardHeader("Team Lunch Poll", "Friday 12:30 PM • 8 people • Organized by Maya")
+tagRow = TagBlock(["6 of 8 voted", "Closes Thu 5 PM", "Budget $15-20 pp"])
+questionHeading = Heading("Where should we go for lunch on Friday?", "h1")
+questionSub = TextContent("Pick your favorite — one vote per person. You can change your vote until the poll closes Thursday at 5 PM.", "large")
+separator1 = Separator("horizontal", true)
+restaurantsHeader = Heading("Vote for one of these 3 restaurants", "h3")
+restaurantList = ListBlock([r1, r2, r3])
+r1 = ListItem("1. Sakura Sushi", "Japanese • Fresh nigiri, bento & ramen • $$ • 4.8★ (312 reviews) • 5 min walk", ["https://picsum.photos/seed/sakura/400/400"], "Preview")
+r2 = ListItem("2. La Piazza", "Italian • Wood-fired pizza, pasta & salads • $$ • 4.6★ (240 reviews) • 8 min walk • Great for sharing", ["https://picsum.photos/seed/piazza/400/400"], "Preview")
+r3 = ListItem("3. El Camino Cantina", "Mexican • Tacos, burrito bowls & margaritas • $ • 4.7★ (189 reviews) • 3 min walk • Patio seating", ["https://picsum.photos/seed/camino/400/400"], "Preview")
+separator2 = Separator("horizontal", true)
+voteForm = Form("lunch-vote", voteButtons, [voterNameField, choiceField, notesField])
+voterNameField = FormControl("Your name", voterInput, "Required to count your vote")
+voterInput = Input("voter_name", "e.g. Alex Johnson", "text")
+choiceField = FormControl("Your vote — where should we go?", choiceRadio)
+choiceRadio = RadioGroup("restaurant_choice", [choice1, choice2, choice3])
+choice1 = RadioItem("Sakura Sushi", "Sushi & bento — fast service, great for groups", "sakura")
+choice2 = RadioItem("La Piazza", "Wood-fired pizza & pasta — perfect for sharing", "piazza")
+choice3 = RadioItem("El Camino Cantina", "Tacos & bowls — patio + veg options", "camino")
+notesField = FormControl("Dietary notes (optional)", notesInput, "Allergies or preferences we'll share with the restaurant")
+notesInput = TextArea("notes", "e.g. vegetarian, gluten-free, peanut allergy...", 2)
+voteButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Submit vote", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+liveResultsHeader = Heading("Live results", "h3")
+resultsChart = BarChart(["Sakura Sushi", "La Piazza", "El Camino Cantina"], [voteSeries], "grouped", "Restaurant", "Votes")
+voteSeries = Series("Votes", [3, 2, 1])
+resultsCaption = TextContent("6 votes so far • Sakura Sushi leading • Updates live as teammates vote. You can change your vote until Thu 5 PM.", "small")
+pollInfo = Callout("info", "How voting works", "One vote per person. Majority wins. If there's a tie we'll do a quick runoff on Friday morning.")
+actions = Buttons([detailsBtn, shareBtn])
+detailsBtn = Button("View menus & maps", null, "secondary")
+shareBtn = Button("Copy poll link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..7771c107a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-poll__r4.txt
@@ -0,0 +1,40 @@
+root = Card([header, questionCard, divider1, restaurantsTitle, restaurantsRow, voteForm, resultsCard, footerNote], "card", "column", "l")
+header = CardHeader("Team Lunch Poll", "Friday • 12:30 PM • Voting closes Thursday 5 PM")
+questionCard = Card([questionIcon, questionHeading, questionSub, pollMeta], "sunk", "column", "m")
+questionIcon = TextContent("🍱 🍕 🍔", "large")
+questionHeading = Heading("Where should we go for lunch on Friday?", "h1")
+questionSub = TextContent("Cast your vote for our team lunch — majority wins! Choose one of the three restaurants below.", "small")
+pollMeta = TagBlock(["12 teammates voted", "3 options", "Anonymous poll"])
+divider1 = Separator("horizontal", true)
+restaurantsTitle = Heading("Three restaurants to vote between", "h3")
+restaurantsRow = Card([rest1Card, rest2Card, rest3Card], "clear", "row", "m", "stretch", "between", true)
+rest1Card = Card([rest1Img, rest1Header, rest1Desc, rest1Tags], "card", "column", "s")
+rest1Img = ImageBlock("https://picsum.photos/seed/sakura-sushi/600/400", "Sakura Sushi interior")
+rest1Header = CardHeader("1. Sakura Sushi", "Japanese • $$ • 5 min walk")
+rest1Desc = TextContent("Fresh nigiri, dragon rolls, poke bowls & miso ramen. Light, fast, and great vegetarian options.", "small")
+rest1Tags = TagBlock(["Sushi", "Vegetarian friendly", "Quick service"])
+rest2Card = Card([rest2Img, rest2Header, rest2Desc, rest2Tags], "card", "column", "s")
+rest2Img = ImageBlock("https://picsum.photos/seed/la-piazza/600/400", "La Piazza Italian")
+rest2Header = CardHeader("2. La Piazza", "Italian • $$ • 8 min walk")
+rest2Desc = TextContent("Wood-fired pizza, handmade pasta & big salads. Perfect for sharing and group tables.", "small")
+rest2Tags = TagBlock(["Pizza & Pasta", "Group friendly", "Outdoor seating"])
+rest3Card = Card([rest3Img, rest3Header, rest3Desc, rest3Tags], "card", "column", "s")
+rest3Img = ImageBlock("https://picsum.photos/seed/green-burger/600/400", "Green Burger Co.")
+rest3Header = CardHeader("3. Green Burger Co.", "American • $ • 3 min walk")
+rest3Desc = TextContent("Smash burgers, plant-based burgers & loaded bowls. Fast, filling, and budget-friendly.", "small")
+rest3Tags = TagBlock(["Burgers", "Vegan options", "Budget pick"])
+voteForm = Form("lunch-vote", voteButtons, [voteField])
+voteField = FormControl("Your vote — pick one", voteRadio, "You can change your vote until Thursday 5 PM")
+voteRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Sakura Sushi", "Fresh & light — sushi, poke, ramen", "sakura")
+opt2 = RadioItem("La Piazza", "Italian classics — pizza, pasta, salads", "piazza")
+opt3 = RadioItem("Green Burger Co.", "Burgers & bowls — beef & plant-based", "green_burger")
+voteButtons = Buttons([voteBtn, skipBtn])
+voteBtn = Button("Submit my vote", null, "primary")
+skipBtn = Button("See results without voting", null, "secondary")
+resultsCard = Card([resultsHeader, resultsChart, resultsCallout], "sunk", "column", "m")
+resultsHeader = Heading("Live results — 12 votes so far", "h3")
+resultsChart = HorizontalBarChart(["Sakura Sushi", "La Piazza", "Green Burger Co."], [resultsSeries], "grouped", "Votes", "")
+resultsSeries = Series("Votes", [5, 4, 3])
+resultsCallout = Callout("info", "Sakura is in the lead!", "It's close — your vote could be the tie-breaker. Poll closes Thursday at 5 PM.")
+footerNote = TextContent("Poll created by Alex • Team Lunch #24 • Results update instantly after you vote", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..e113ceffb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r1.txt
@@ -0,0 +1,57 @@
+root = Card([profileCard, bioCard, detailsRow, messageCard, quickActions], "clear", "column", "l")
+profileCard = Card([profileTop, profileMeta, profileTags, profileActions], "card", "column", "m")
+profileTop = Card([avatar, profileIdentity], "clear", "row", "m", "center", "start")
+avatar = Avatar("https://picsum.photos/seed/alexmorgan/300/300", "Alex Morgan", "AM")
+profileIdentity = Card([fullName, roleLine, locationLine], "clear", "column", "xs")
+fullName = Heading("Alex Morgan", "h1")
+roleLine = TextContent("Senior Product Designer · Design Systems", "large-heavy")
+locationLine = TextContent("📍 San Francisco (PST) · Design Org · Reports to Priya Nair, VP Design", "small")
+profileMeta = Card([metaAvailability, metaContact], "sunk", "row", "m", "center", "between")
+metaAvailability = Badge("● Available for mentorship", "secondary")
+metaContact = TextContent("alex.morgan@company.com · @alexm · Ext. 4421", "small")
+profileTags = TagBlock(["Design Systems", "Figma", "Accessibility", "Prototyping", "User Research"])
+profileActions = Buttons([messageBtn, scheduleBtn, viewWorkBtn])
+messageBtn = Button("Send message", null, "primary")
+scheduleBtn = Button("Schedule meeting", null, "secondary")
+viewWorkBtn = Button("View portfolio", null, "tertiary")
+bioCard = Card([bioHeader, bioText, bioQuote], "card", "column", "m")
+bioHeader = CardHeader("About", "Short bio")
+bioText = MarkDownRenderer("Alex leads the **Design Systems** team, building the shared component library used by 40+ product teams. With 8 years in product design — previously at Stripe and Figma — she focuses on **accessible, scalable interfaces** and bridging design-engineering collaboration.\n\nOutside of systems work, Alex mentors junior designers, runs the monthly Design Crit, and is passionate about inclusive design education. She holds an MDes from RISD and volunteers with Code for Good on weekends.", "clear")
+bioQuote = Blockquote("Good design systems don't constrain creativity — they remove the boring decisions so you can focus on the hard ones.", "Alex — Design Systems All-Hands, Jan 2026")
+detailsRow = Card([skillsCard, infoCard], "clear", "row", "m", "stretch", "start")
+skillsCard = Card([skillsHeader, skillsList], "card", "column", "s")
+skillsHeader = CardHeader("Expertise & Focus")
+skillsList = ListBlock([skill1, skill2, skill3, skill4])
+skill1 = ListItem("Design Systems Architecture", "Tokens, components, documentation at scale")
+skill2 = ListItem("Accessibility (WCAG AA)", "Audits, training, and inclusive patterns")
+skill3 = ListItem("Design-Engineering Collaboration", "Bridging Figma to React workflow")
+skill4 = ListItem("Mentorship", "Available for 1:1s — 2 slots open this month")
+infoCard = Card([infoHeader, infoTable], "card", "column", "s")
+infoHeader = CardHeader("At a glance")
+infoTable = Table([infoLabel, infoValue])
+infoLabel = Col("Detail", ["Team", "Location", "Pronouns", "Working hours"])
+infoValue = Col("Info", ["Design Systems (Platform)", "San Francisco · Hybrid Tue/Thu", "she/her", "9:00 AM – 5:30 PM PST"])
+messageCard = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("Send a message to Alex", "Direct message via company directory — delivers to Slack and email")
+messageForm = Form("message-alex", formButtons, [yourNameField, yourEmailField, subjectField, messageField, priorityField])
+yourNameField = FormControl("Your name", yourNameInput)
+yourNameInput = Input("your_name", "Your full name", "text")
+yourEmailField = FormControl("Your email", yourEmailInput)
+yourEmailInput = Input("your_email", "you@company.com", "email")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g. Question about token migration", "text")
+messageField = FormControl("Message", messageArea, "Alex typically replies within 4 hours during working hours")
+messageArea = TextArea("message", "Hi Alex, I wanted to reach out about...", 5)
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pNormal, pUrgent, pLow], "Choose priority")
+pNormal = SelectItem("normal", "Normal — whenever you have a moment")
+pUrgent = SelectItem("urgent", "Urgent — time sensitive")
+pLow = SelectItem("low", "Low — FYI / async")
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Clear", null, "tertiary")
+quickActions = Card([quickHeader, quickButtons], "clear", "column", "s")
+quickHeader = TextContent("Prefer another way to connect?", "small")
+quickButtons = Buttons([slackBtn, emailBtn])
+slackBtn = Button("Message on Slack", null, "secondary")
+emailBtn = Button("Send email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..d4bba640f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r2.txt
@@ -0,0 +1,42 @@
+root = Card([dirHeader, profileCard, bioCard, messageCard, quickActions], "card", "column", "l")
+dirHeader = CardHeader("Company Directory", "People / Design / Maya Chen")
+profileCard = Card([profileTop, separator1, infoRow, skillTags], "sunk", "column", "m")
+profileTop = Card([avatar, nameDetails, contactButtons], "clear", "row", "m", "center", "between")
+avatar = Avatar("https://picsum.photos/seed/mayachen/200/200", "Maya Chen", "MC")
+nameDetails = Card([nameHeading, roleText, statusBadge], "clear", "column", "xs", "start", "start")
+nameHeading = Heading("Maya Chen", "h1")
+roleText = TextContent("Senior Product Designer — Design Systems • Reports to David Park, VP Design • 6 years at Atlas", "default")
+statusBadge = Badge("Available for mentoring", "success")
+contactButtons = Buttons([emailBtn, scheduleBtn])
+emailBtn = Button("Email", null, "secondary")
+scheduleBtn = Button("Schedule 30 min", null, "primary")
+separator1 = Separator("horizontal", true)
+infoRow = Card([infoTable], "clear", "column", "xs")
+infoTable = Table([colField, colValue])
+colField = Col("Detail", ["Team", "Location", "Joined", "Manager", "Focus areas"])
+colValue = Col("Info", ["Design Systems — Platform Design", "San Francisco, CA (Remote — PST)", "March 2019", "David Park, VP Design", "Tokens, Accessibility, Component Libraries"])
+skillTags = TagBlock(["Design Systems", "Figma", "Accessibility (WCAG)", "Design Tokens", "React", "Mentorship"])
+bioCard = Card([bioHeader, bioText, quote], "card", "column", "m")
+bioHeader = Heading("About", "h3")
+bioText = MarkDownRenderer("Maya leads the **Atlas Design System**, used by 40+ product teams to ship consistent, accessible experiences. She started on the Checkout team and founded the systems practice in 2021.\n\n**Outside work**, she co-runs Design Systems Office Hours, mentors early-career designers, and speaks about token-driven theming. She studied Interaction Design at RISD and previously worked at a civic tech nonprofit.\n\n**Working style:** Async-first, loves clear specs and Figma prototypes. Best way to reach her is a brief message with context + links — she usually replies within a day.", "clear")
+quote = Blockquote("Good systems make the right thing the easy thing.", "Maya — All-Hands, Jan 2026")
+messageCard = Card([messageHeader, messageForm, messageHint], "card", "column", "m")
+messageHeader = CardHeader("Send a message to Maya", "Direct message via company directory — also sends an email copy")
+messageForm = Form("message-maya", messageButtons, [subjectField, messageField, priorityField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Quick question about design tokens")
+messageField = FormControl("Message", messageArea, "Include context and any relevant links")
+messageArea = TextArea("message", "Hi Maya, I wanted to ask about...", 4)
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pNormal, pUrgent], "Select priority", null, "normal")
+pNormal = SelectItem("normal", "Normal — reply within 1-2 days")
+pUrgent = SelectItem("urgent", "Urgent — time sensitive")
+messageButtons = Buttons([sendBtn, clearBtn])
+sendBtn = Button("Send message", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+messageHint = TextContent("Messages are private. Maya will receive this in Slack (#directory-messages) and email. Average response time: ~5 hours.", "small")
+quickActions = Card([quickHeader, quickButtons], "clear", "column", "s")
+quickHeader = TextContent("Other ways to connect", "small-heavy")
+quickButtons = Buttons([slackBtn, copyLinkBtn])
+slackBtn = Button("Message on Slack", null, "secondary")
+copyLinkBtn = Button("Copy profile link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..f25febc64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r3.txt
@@ -0,0 +1,42 @@
+root = Card([directoryHeader, profileRow, separatorA, bioSection, separatorB, messageSection, footerActions], "card", "column", "l")
+directoryHeader = CardHeader("Company Directory", "People > Design > Profile")
+profileRow = Card([avatarBlock, infoBlock], "sunk", "row", "l", "center", "start")
+avatarBlock = Avatar("https://picsum.photos/seed/alexmorgan/200/200", "Alex Morgan", "AM")
+infoBlock = Card([nameHeading, roleBadgeRow, locationText, contactTags], "clear", "column", "s", "start", "start")
+nameHeading = Heading("Alex Morgan", "h1")
+roleBadgeRow = Card([roleBadge, teamBadge, availabilityBadge], "clear", "row", "s", "center", "start")
+roleBadge = Badge("Senior Product Designer", "default")
+teamBadge = Badge("Design Systems", "secondary")
+availabilityBadge = Badge("● Available", "outline")
+locationText = TextContent("Design Systems · San Francisco (Remote) · Joined Mar 2021 · Reports to Priya Nair, VP Design", "small")
+contactTags = TagBlock(["alex.morgan@company.com", "Slack: @alexm", "PT (UTC-8) · Usually replies in ~4h"])
+separatorA = Separator("horizontal", true)
+bioSection = Card([bioHeader, bioText, highlights, quoteBlock], "card", "column", "m", "stretch", "start")
+bioHeader = CardHeader("Bio", "Short bio")
+bioText = MarkDownRenderer("Alex leads the **Design Systems** practice — maintaining our component library and accessibility standards used by **40+ product teams**. Previously at Figma and Atlassian, Alex specializes in token-driven theming, design-to-code workflows, and inclusive design. Passionate about making complex systems feel simple and accessible. Outside work, Alex mentors early-career designers and co-hosts the internal *Design Crit* workshop every Thursday.", "clear")
+highlights = ListBlock([hl1, hl2, hl3])
+hl1 = ListItem("Focus areas", "Design tokens, WCAG 2.2 accessibility, Figma plugins, React + Storybook")
+hl2 = ListItem("Recent work", "Shipped Prism v3.0 — unified light/dark themes, cut design debt by 32%")
+hl3 = ListItem("Fun fact", "Built a mechanical keyboard from scratch — now on v4 with custom keycaps")
+quoteBlock = Blockquote("Good systems make the right thing the easy thing.", "Alex — Design Systems principles")
+separatorB = Separator("horizontal", true)
+messageSection = Card([messageHeader, messageForm], "card", "column", "m", "stretch", "start")
+messageHeader = CardHeader("Send a message", "Direct message to Alex — delivered to email and Slack")
+messageForm = Form("send-message-alex", messageButtons, [subjectField, messageField, urgencyField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Quick feedback on Prism tokens")
+messageField = FormControl("Message", messageInput, "Keep it brief — you can share files after sending.")
+messageInput = TextArea("message", "Hi Alex, ...", 4)
+urgencyField = FormControl("Priority", urgencySelect)
+urgencySelect = Select("urgency", [urgLow, urgNormal, urgHigh], "Select priority")
+urgLow = SelectItem("low", "Low — FYI / no rush")
+urgNormal = SelectItem("normal", "Normal — reply when you can")
+urgHigh = SelectItem("high", "High — time sensitive")
+messageButtons = Buttons([sendBtn, scheduleBtn])
+sendBtn = Button("Send message", null, "primary")
+scheduleBtn = Button("Clear", null, "tertiary")
+footerActions = Card([footerText, footerButtons], "clear", "row", "m", "center", "between")
+footerText = TextContent("Prefer another channel? Try Slack or book time on the calendar.", "small")
+footerButtons = Buttons([slackBtn, calendarBtn])
+slackBtn = Button("Message on Slack")
+calendarBtn = Button("Book 30 min", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..872fadd5b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-profile__r4.txt
@@ -0,0 +1,39 @@
+root = Card([topBar, profileCard, bioSection, messageSection], "clear", "column", "l")
+topBar = TextContent("← Back to Directory  •  People > Design > Alex Morgan", "small")
+profileCard = Card([profileHeader, contactList, profileActions], "sunk", "column", "m")
+profileHeader = Card([avatar, headerInfo], "clear", "row", "l", "center", "start")
+avatar = Avatar("https://picsum.photos/seed/alexmorgan/300/300", "Alex Morgan", "AM")
+headerInfo = Card([nameHeader, roleTags], "clear", "column", "s")
+nameHeader = CardHeader("Alex Morgan", "Senior Product Designer • Design Systems")
+roleTags = TagBlock(["Design Systems", "San Francisco • Remote", "Joined 2021 • 8 yrs exp"])
+contactList = ListBlock([emailItem, slackItem, locationItem])
+emailItem = ListItem("alex.morgan@northstar.co", "Work email — responds within ~4 hours on weekdays", null, "Copy")
+slackItem = ListItem("@alex.morgan on Slack", "Active now • Prefers async messages & Looms", null, "Open")
+locationItem = ListItem("San Francisco, CA (PT)", "Available 9am – 5pm PT • Team: Platform Design (12 people)", null, "View team")
+profileActions = Buttons([msgBtn, scheduleBtn])
+msgBtn = Button("Send message", null, "primary")
+scheduleBtn = Button("Schedule 1:1", null, "secondary")
+bioSection = Card([bioHeader, bioText, bioCallout, skillsHeading, skillsBlock], "card", "column", "m")
+bioHeader = Heading("About", "h3")
+bioText = TextContent("Alex leads the Design Systems team at Northstar, focused on making product development faster and more consistent. With 8 years in product design — previously at Figma and Atlassian — Alex specializes in component architecture, accessibility (WCAG), and design-engineering collaboration. Known for turning complex workflows into simple, reusable patterns, Alex maintains our core library used by 40+ product teams. Outside of work, Alex mentors junior designers and runs monthly Figma workshops for the company.", "default")
+bioCallout = TextCallout("info", "Working style", "Async-first. Loves detailed briefs and quick Loom walkthroughs. Best hours: 9am–3pm PT. For urgent design system bugs, tag @design-systems-help on Slack.")
+skillsHeading = TextContent("Expertise", "small-heavy")
+skillsBlock = TagBlock(["Design Systems", "Figma", "Accessibility", "Design Tokens", "React", "Prototyping", "Mentorship", "Workshops"])
+messageSection = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("Send a message to Alex", "Direct message via company directory — delivered by email and Slack")
+messageForm = Form("message-alex", formButtons, [senderNameField, senderEmailField, subjectField, messageField])
+senderNameField = FormControl("Your name", senderNameInput)
+senderNameInput = Input("sender_name", "Jane Doe")
+senderEmailField = FormControl("Your work email", senderEmailInput, "Replies will go to this address")
+senderEmailInput = Input("sender_email", "jane.doe@northstar.co", "email")
+subjectField = FormControl("Subject", subjectSelect)
+subjectSelect = Select("subject", [opt1, opt2, opt3, opt4], "Choose a topic")
+opt1 = SelectItem("quick_question", "Quick question")
+opt2 = SelectItem("project_collab", "Project collaboration")
+opt3 = SelectItem("feedback", "Design feedback")
+opt4 = SelectItem("other", "Other")
+messageField = FormControl("Message", messageInput, "Be specific — include links or context if helpful")
+messageInput = TextArea("message", "Hi Alex, I'd love to connect about...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..de1396195
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r1.txt
@@ -0,0 +1,34 @@
+root = Card([header, heroRow, trendSection, detailHeader, detailTable, insightCallout, actionButtons], "clear", "column", "l")
+header = CardHeader("Good morning — mid-morning check-in", "Tuesday, Aug 18 · 10:47 AM · Store open since 8:00 AM · Live sales")
+heroRow = Card([todayCard, compareCard], "clear", "row", "m", "stretch", "start", true)
+todayCard = Card([todayEyebrow, todayValue, todayMeta, todayProgress, todayTargetText], "card", "column", "m")
+todayEyebrow = TextContent("REVENUE SO FAR TODAY", "small-heavy")
+todayValue = TextContent("$1,842.37", "large-heavy")
+todayMeta = TextContent("47 transactions · Avg. $39.20 · as of 10:47 AM", "small")
+todayProgress = Progress(61, "61% of daily target — $3,000")
+todayTargetText = TextContent("On pace to close at ~$3,420 if morning trend holds", "small")
+compareCard = Card([compareEyebrow, compareValue, compareMeta, compareBadgeRow, compareContext], "card", "column", "m")
+compareEyebrow = TextContent("VS SAME TIME YESTERDAY (MON 10:47 AM)", "small-heavy")
+compareValue = TextContent("+$284.17  ·  +18.2%", "large-heavy")
+compareMeta = TextContent("Yesterday same time: $1,558.20  ·  Today: $1,842.37", "small")
+compareBadgeRow = Card([compareBadge, compareBadge2], "clear", "row", "s", "center", "start")
+compareBadge = Badge("▲ Ahead of yesterday", "default")
+compareBadge2 = Badge("3rd strong morning in a row", "secondary")
+compareContext = TextContent("You closed yesterday at $3,105 — you're $284 ahead of that pace right now.", "small")
+trendSection = Card([trendHeader, barChart, trendCaption], "sunk", "column", "m")
+trendHeader = CardHeader("Hour-by-hour pace: Today vs Yesterday", "Same clock time comparison — partial hour (10:00-10:47) pro-rated")
+barChart = BarChart(["8:00 – 9:00 AM", "9:00 – 10:00 AM", "10:00 – 10:47 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [420.5, 785.0, 636.87])
+yesterdaySeries = Series("Yesterday", [382.3, 688.1, 487.8])
+trendCaption = TextContent("Today is winning every hour so far. Biggest lift: 10:00-10:47 AM (+$149.07, +30.6% vs yesterday).", "small")
+detailHeader = CardHeader("Breakdown by hour", "Exact revenue to the minute — 10:47 AM cutoff")
+detailTable = Table([timeCol, todayCol, yesterdayCol, diffCol, diffPctCol])
+timeCol = Col("Time Block", ["8:00 – 9:00 AM", "9:00 – 10:00 AM", "10:00 – 10:47 AM", "TOTAL to 10:47 AM"])
+todayCol = Col("Today", ["$420.50", "$785.00", "$636.87", "$1,842.37"])
+yesterdayCol = Col("Yesterday Same Time", ["$382.30", "$688.10", "$487.80", "$1,558.20"])
+diffCol = Col("Difference ($)", ["+$38.20", "+$96.90", "+$149.07", "+$284.17"])
+diffPctCol = Col("Difference (%)", ["+10.0%", "+14.1%", "+30.6%", "+18.2%"])
+insightCallout = Callout("success", "You're ahead of pace", "Revenue is 18.2% above the same time yesterday. Morning foot traffic is up and average ticket is $2.40 higher than yesterday morning ($39.20 vs $36.80). If this holds, you'll beat yesterday's close by ~$315.")
+actionButtons = Buttons([viewBtn, refreshBtn])
+viewBtn = Button("View today's transactions")
+refreshBtn = Button("Refresh live sales", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..2722b200e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r2.txt
@@ -0,0 +1,40 @@
+root = Card([header, statusRow, kpiGrid, insightCallout, chartHeader, hourlyChart, separator1, tableHeader, breakdownTable, progressSection, footerActions], "card", "column", "l")
+header = CardHeader("Mid-Morning Check-In", "Tuesday, Aug 18 • 10:30 AM • Open since 8:00 AM (2.5 hours)")
+statusRow = Card([liveBadge, timeCaption], "clear", "row", "s", "center", "between")
+liveBadge = Badge("Live • Auto-updating", "secondary")
+timeCaption = TextContent("Comparison window: 8:00 – 10:30 AM • Same time yesterday: Mon, Aug 17", "small")
+kpiGrid = Card([todayCard, vsCard], "clear", "row", "m", "stretch", "between")
+todayCard = Card([todayEyebrow, todayAmount, todayMeta, todayProgressWrap], "sunk", "column", "s", "start", "start")
+todayEyebrow = TextContent("1 — Revenue so far today", "small-heavy")
+todayAmount = Heading("$2,847.00", "h1")
+todayMeta = TextContent("47 transactions • $60.57 avg ticket • $18.98 / min since open", "small")
+todayProgressWrap = Card([todayProgress, todayProgressCaption], "clear", "column", "xs")
+todayProgress = Progress(33, "33% of daily target ($8,500)")
+todayProgressCaption = TextContent("$5,653 to go to hit today's goal", "small")
+vsCard = Card([vsEyebrow, vsAmount, vsDeltaRow, vsMeta], "sunk", "column", "s", "start", "start")
+vsEyebrow = TextContent("2 — Same time yesterday", "small-heavy")
+vsAmount = Heading("$2,412.00", "h1")
+vsDeltaRow = Card([deltaBadge, deltaText], "clear", "row", "s", "center", "start")
+deltaBadge = Badge("+18.0% ahead", "secondary")
+deltaText = TextContent("+$435.00", "small-heavy")
+vsMeta = TextContent("40 transactions • $60.30 avg ticket • Monday 8:00-10:30 AM", "small")
+insightCallout = Callout("success", "You're ahead of yesterday's pace", "At 10:30 AM you are $435 ahead of Monday at the same time. Hourly trend shows strength in the 9-10 AM block (+$155). If this pace holds, you're tracking to beat yesterday's full-day total of $7,920.")
+chartHeader = Heading("Hour-by-hour comparison (today vs same time yesterday)", "h3")
+hourlyChart = BarChart(["8:00 – 9:00 AM", "9:00 – 10:00 AM", "10:00 – 10:30 AM"], [todaySeries, yesterdaySeries], "grouped", "Time block", "Revenue ($)")
+todaySeries = Series("Today (Tue)", [820, 1240, 787])
+yesterdaySeries = Series("Yesterday (Mon)", [695, 1085, 632])
+separator1 = Separator("horizontal", true)
+tableHeader = Heading("Detailed breakdown", "h3")
+breakdownTable = Table([colTimeBlock, colTodayRev, colYesterdayRev, colDifference, colChange])
+colTimeBlock = Col("Time block", ["8:00 – 9:00 AM", "9:00 – 10:00 AM", "10:00 – 10:30 AM", "TOTAL to 10:30 AM"])
+colTodayRev = Col("Today", ["$820.00", "$1,240.00", "$787.00", "$2,847.00"])
+colYesterdayRev = Col("Yesterday", ["$695.00", "$1,085.00", "$632.00", "$2,412.00"])
+colDifference = Col("Difference", ["+$125.00", "+$155.00", "+$155.00", "+$435.00"])
+colChange = Col("% Change", ["+18.0%", "+14.3%", "+24.5%", "+18.0%"])
+progressSection = Card([progressHeading, dailyGoalProgress, progressNote], "clear", "column", "s")
+progressHeading = TextContent("Daily goal pacing", "small-heavy")
+dailyGoalProgress = Progress(33, "Today: $2,847 / $8,500 • Yesterday at 10:30 AM was 30% of its daily goal")
+progressNote = TextContent("You reached 33% of goal 18 minutes faster than yesterday. Strong 10 AM momentum (+24.5%) is driving the lead.", "small")
+footerActions = Buttons([refreshBtn, fullReportBtn])
+refreshBtn = Button("Refresh now", null, "primary")
+fullReportBtn = Button("View full day report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..a3f94b3f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, statusRow, todayHighlight, comparisonBlock, hourlyChart, breakdownBlock, footerActions], "card", "column", "l")
+header = CardHeader("Morning Pulse — Mid-Morning Check-In", "Tuesday, Aug 18 • 10:42 AM • Open since 8:00 AM")
+statusRow = Card([liveBadge, timeWindow, syncNote], "clear", "row", "s", "center", "between")
+liveBadge = Badge("LIVE — POS synced 1 min ago", "default")
+timeWindow = TextContent("Window: 8:00 AM – 10:42 AM (2h 42m)", "small")
+syncNote = TextContent("Auto-refresh every 5 min", "small")
+todayHighlight = Card([todayRevenueCard, todayContext], "sunk", "column", "m")
+todayRevenueCard = Card([todayLabel, todayValueRow, todayMeta], "card", "column", "s")
+todayLabel = TextContent("1 — Revenue so far today", "small-heavy")
+todayValueRow = Card([todayValue, todayTrendBadge], "clear", "row", "s", "center", "start")
+todayValue = Heading("$2,847.50", "h1")
+todayTrendBadge = Badge("+23.3% vs yesterday same time", "secondary")
+todayMeta = TextContent("31 orders • $91.85 avg ticket • $1,054 / hour pace", "small")
+todayContext = TextCallout("neutral", "On track for ~$8,400 by 8 PM close", "At current pace you're ahead of yesterday's full-day total of $6,920. Morning rush is driving the lift.")
+comparisonBlock = Card([comparisonHeader, comparisonCards, comparisonCallout], "card", "column", "m")
+comparisonHeader = CardHeader("2 — Same-time comparison: Today vs Yesterday", "Like-for-like window: 8:00–10:42 AM — not full-day totals")
+comparisonCards = Card([yesterdayCard, deltaCard, paceCard], "clear", "row", "m")
+yesterdayCard = Card([yCardTitle, yCardValue, yCardDetail], "sunk", "column", "s")
+yCardTitle = TextContent("Yesterday, same time", "small")
+yCardValue = Heading("$2,310.00", "h2")
+yCardDetail = TextContent("27 orders • $85.56 avg ticket", "small")
+deltaCard = Card([dCardTitle, dCardValue, dCardBadge], "sunk", "column", "s")
+dCardTitle = TextContent("Difference", "small")
+dCardValue = Heading("+$537.50", "h2")
+dCardBadge = Badge("+$4 orders • +$6.29 ticket", "secondary")
+paceCard = Card([pCardTitle, pCardProgress, pCardDetail], "sunk", "column", "s")
+pCardTitle = TextContent("Progress to yesterday's full day", "small")
+pCardProgress = Progress(77, "77% of yesterday's $6,920 total already")
+pCardDetail = TextContent("Yesterday you hit $2,310 by 10:42 AM and closed at $6,920", "small")
+comparisonCallout = Callout("success", "Ahead of yesterday at the same time", "You're $537.50 ahead (+23.3%). Biggest gain was 9:00–10:00 AM (+$470 vs yesterday) with 4 extra orders and higher average ticket.")
+hourlyChart = Card([chartHeader, hourlyBarChart], "card", "column", "m")
+chartHeader = CardHeader("Hourly breakdown — where the gain came from", "Today vs yesterday, same 8:00–10:42 AM window")
+hourlyBarChart = BarChart(["8:00–9:00 AM", "9:00–10:00 AM", "10:00–10:42 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue $")
+todaySeries = Series("Today", [620.5, 1485, 742])
+yesterdaySeries = Series("Yesterday same time", [580, 1015, 715])
+breakdownBlock = Card([tableHeader, revenueTable], "card", "column", "s")
+tableHeader = CardHeader("Revenue mix so far today", "Category detail — today vs yesterday same window")
+revenueTable = Table([colCategory, colToday, colYesterday, colChange])
+colCategory = Col("Category", ["Coffee & Drinks", "Bakery & Food", "Retail & Merch", "TOTAL"])
+colToday = Col("Today to 10:42 AM", ["$1,642.00", "$875.50", "$330.00", "$2,847.50"])
+colYesterday = Col("Yesterday same time", ["$1,310.00", "$740.00", "$260.00", "$2,310.00"])
+colChange = Col("Change", ["+$332.00 (+25.4%)", "+$135.50 (+18.3%)", "+$70.00 (+26.9%)", "+$537.50 (+23.3%)"])
+footerActions = Buttons([viewFullBtn, sendReportBtn], "row")
+viewFullBtn = Button("View full-day forecast", null, "primary")
+sendReportBtn = Button("Share morning snapshot", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..20e1dec52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-revenue__r4.txt
@@ -0,0 +1,40 @@
+root = Card([header, heroRow, comparisonCard, chartHeader, chart, tableHeader, revenueTable, insightCallout, separator, actionButtons, followUpBlock], "card", "column", "l")
+header = CardHeader("Mid-Morning Check-In", "Tuesday, Aug 18 • 11:00 AM • Open since 8:00 AM • 3 hours trading")
+heroRow = Card([todayCard, yesterdayCard], "clear", "row", "m", "stretch", "between", true)
+todayCard = Card([todayHeader, todayAmount, todayMeta, todayTagBlock], "card", "column", "s")
+todayHeader = TextContent("1 — Revenue so far TODAY", "small-heavy")
+todayAmount = Heading("$2,847.60", "h1")
+todayMeta = TextContent("as of 11:00 AM • 47 transactions • $60.59 avg ticket", "small")
+todayTagBlock = TagBlock(["Open 3h", "47 orders", "Cash + Card"])
+yesterdayCard = Card([yesterdayHeader, yesterdayAmount, yesterdayMeta, yesterdaySub], "sunk", "column", "s")
+yesterdayHeader = TextContent("Same time YESTERDAY (Mon, Aug 17 • 11:00 AM)", "small")
+yesterdayAmount = Heading("$2,510.00", "h2")
+yesterdayMeta = TextContent("43 transactions • $58.37 avg ticket", "small")
+yesterdaySub = TextContent("Yesterday's full day closed at $6,420.00", "small")
+comparisonCard = Card([comparisonHeader, comparisonBadgeRow, comparisonText, comparisonProgress], "card", "column", "s")
+comparisonHeader = TextContent("2 — How today compares (same time, yesterday)", "small-heavy")
+comparisonBadgeRow = Card([comparisonBadge, comparisonDelta], "clear", "row", "s", "center", "start", true)
+comparisonBadge = Badge("+$337.60 ahead", "default")
+comparisonDelta = Badge("+13.4% vs yesterday", "secondary")
+comparisonText = TextContent("You are 13.4% ahead of yesterday's pace at 11 AM. The 10-11 AM hour was your strongest — up $202.60 (+19.5%) vs yesterday.", "default")
+comparisonProgress = Progress(53, "Today 53% of yesterday's full-day total — yesterday was at 39% by this time")
+chartHeader = CardHeader("Hourly pace — Today vs Yesterday", "Grouped by hour since open. Totals equal revenue so far today.")
+chart = BarChart(["8-9 AM", "9-10 AM", "10-11 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [620, 985, 1242.6])
+yesterdaySeries = Series("Yesterday", [580, 890, 1040])
+tableHeader = Heading("Breakdown by hour", "h3")
+revenueTable = Table([colHour, colToday, colYesterday, colDiff, colChange])
+colHour = Col("Hour", ["8-9 AM", "9-10 AM", "10-11 AM", "Total 8-11 AM"])
+colToday = Col("Today", ["$620.00", "$985.00", "$1,242.60", "$2,847.60"])
+colYesterday = Col("Yesterday 11AM", ["$580.00", "$890.00", "$1,040.00", "$2,510.00"])
+colDiff = Col("$ Difference", ["+$40.00", "+$95.00", "+$202.60", "+$337.60"])
+colChange = Col("% Change", ["+6.9%", "+10.7%", "+19.5%", "+13.4%"])
+insightCallout = Callout("success", "Ahead of pace — strong momentum", "You're outperforming yesterday in every hour. Hold this trend and you're projected to close ~$7,100–$7,250 vs $6,420 yesterday. No action needed, just keep staffing the floor through lunch.")
+separator = Separator("horizontal", true)
+actionButtons = Buttons([viewBtn, refreshBtn], "row")
+viewBtn = Button("View full day report", null, "primary")
+refreshBtn = Button("Refresh live sales", null, "secondary")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show yesterday's full-day breakdown")
+followUp2 = FollowUpItem("Project closing revenue if pace continues")
+followUp3 = FollowUpItem("What drove the 10-11 AM spike?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-task__r1.txt
new file mode 100644
index 000000000..19379f33a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-task__r1.txt
@@ -0,0 +1,18 @@
+root = Card([header, urgentBadge, taskHeading, deadlineAlert, description, tagBlock, separator1, statusHeading, statusCallout, progressBar, separator2, actionHeading, actionButtons, confirmDialog, footerNote], "card", "column", "l")
+header = CardHeader("Personal Focus", "Single-task mode — one urgent task, zero distractions")
+urgentBadge = Badge("🔥 MOST URGENT • #1 Priority", "destructive")
+taskHeading = Heading("Submit Q3 Financial Report", "h1")
+deadlineAlert = Alert("Due Today at 6:00 PM", "4 hours 12 minutes remaining • Finance Portal • Late submission triggers escalation review", "warning")
+description = TextContent("Final sign-off and upload. All supporting sheets are validated and attached — just review, sign, and submit. Everything else can wait until this is done.", "large")
+tagBlock = TagBlock(["Finance", "High Priority", "Est. 25 min left", "Portal Upload"])
+separator1 = Separator("horizontal", true)
+statusHeading = Heading("Current Status", "h3")
+statusCallout = TextCallout("info", "In Progress — 75% Complete", "Data validation ✓  •  Manager review ✓  •  Final upload pending. Last activity 23 minutes ago. You're almost there.")
+progressBar = Progress(75, "75% complete — final step remaining")
+separator2 = Separator("horizontal", true)
+actionHeading = Heading("Take Action", "h3")
+actionButtons = Buttons([completeBtn, remindBtn], "row")
+completeBtn = Button("✓ Mark as Done", null, "primary", "normal", "large")
+remindBtn = Button("Remind me in 1 hour", null, "secondary", "normal", "medium")
+confirmDialog = AlertDialogBlock("Confirm completion", "Mark 'Submit Q3 Financial Report' as done?", "This will notify Finance, archive the task, and clear your focus queue. You can undo for 30 seconds after confirming.", "Yes, mark done", "Keep working")
+footerNote = TextContent("Marking done will celebrate your win and reveal your next focus task.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-task__r2.txt
new file mode 100644
index 000000000..d2f7854ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-task__r2.txt
@@ -0,0 +1,32 @@
+root = Card([header, urgentCallout, mainCard, statusSection, actionRow, footer])
+header = CardHeader("Focus Mode", "Your single most important task right now — one screen, one task")
+urgentCallout = Callout("warning", "Most Urgent Task • #1 Priority", "Clear this before anything else. Due today and blocking next steps.")
+mainCard = Card([taskHeader, tagBlock, deadlineCard, separator1, taskDescription, subtaskList], "sunk", "column", "m")
+taskHeader = CardHeader("Submit Q4 Client Proposal — Acme Corp", "Project Phoenix • Owned by you • High Priority")
+tagBlock = TagBlock(["🔥 P1 URGENT", "⏰ Due Today 5:00 PM", "📎 3 attachments"])
+deadlineCard = Card([deadlineLeft, deadlineRight], "card", "row", "m", "center", "between")
+deadlineLeft = Card([deadlineLabel, deadlineValue, deadlineCountdown], "clear", "column", "xs")
+deadlineLabel = TextContent("1. DEADLINE — MOST URGENT", "small-heavy")
+deadlineValue = Heading("Today — Thursday, Aug 18 at 5:00 PM", "h3")
+deadlineCountdown = TextContent("⏳ 3h 42m left • Overdue risk: High • Blocks $42k invoice", "small")
+deadlineRight = Badge("Due Today", "destructive")
+separator1 = Separator("horizontal", true)
+taskDescription = MarkDownRenderer("**What needs to happen:** Finalize pricing, add case study appendix, and send for signature via DocuSign. Client is waiting to approve budget before EOW.\n\n**Why it's urgent:** This is the single most urgent item in your list — it blocks the sprint kickoff and invoice.", "clear")
+subtaskList = ListBlock([sub1, sub2, sub3])
+sub1 = ListItem("Finalize pricing table", "Updated with Q4 rates • Done", null, "✓")
+sub2 = ListItem("Add case study appendix", "2 pages • In progress", null, "→")
+sub3 = ListItem("Send via DocuSign", "Requires your signature", null, "○")
+statusSection = Card([statusHeading, statusRow, progress], "card", "column", "m")
+statusHeading = Heading("2. Current Status", "h4")
+statusRow = Card([statusBadge, effortBadge, streakText], "clear", "row", "s", "center", "start")
+statusBadge = Badge("In Progress", "default")
+effortBadge = Badge("65% complete", "secondary")
+streakText = TextContent("Started 2 days ago • Last activity: 1 hour ago", "small")
+progress = Progress(65, "Progress — 2 of 3 steps completed")
+actionRow = Card([actionLabel, primaryAction, secondaryAction], "clear", "column", "s")
+actionLabel = Heading("3. Take Action", "h4")
+primaryAction = AlertDialogBlock("✓ Mark as Done", "Mark task as complete?", "This will archive 'Submit Q4 Client Proposal — Acme Corp' and celebrate your win. You can undo for 10 seconds.", "Yes, mark done", "Not yet")
+secondaryAction = Buttons([snoozeBtn, detailsBtn])
+snoozeBtn = Button("Snooze 2 hours", null, "secondary")
+detailsBtn = Button("View details", null, "tertiary")
+footer = TextContent("Focus tip: Close other tabs. Finish this one task, then pick the next. You've got this.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-task__r3.txt
new file mode 100644
index 000000000..3ccb90fab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-task__r3.txt
@@ -0,0 +1,29 @@
+root = Card([topBar, focusIntro, mainTaskCard, statusSection, actionSection, separator, footerText], "clear", "column", "l")
+topBar = Card([avatar, greetingBlock], "clear", "row", "m", "center", "between")
+avatar = Avatar(null, null, "AJ")
+greetingBlock = TextContent("Good morning, Alex  •  Wednesday, Aug 20  •  Focus Mode", "small")
+focusIntro = CardHeader("Today's Focus", "One task at a time — this is your single most urgent item")
+mainTaskCard = Card([urgencyRow, taskTitle, taskSubtitle, deadlineCallout, taskDescription, metaTags], "card", "column", "m")
+urgencyRow = Card([urgencyBadge, dueBadge], "clear", "row", "s", "center", "start")
+urgencyBadge = Badge("🔥 MOST URGENT", "destructive")
+dueBadge = Badge("Due Today", "outline")
+taskTitle = Heading("Finalize Q3 Client Proposal — Acme Corp", "h1")
+taskSubtitle = TextContent("Project: Acme Corp Redesign  •  Priority P1  •  Owner: You", "small")
+deadlineCallout = Callout("warning", "Deadline: Today at 5:00 PM", "6 hours remaining • Overdue after 5 PM will block client review tomorrow at 9:00 AM")
+taskDescription = MarkDownRenderer("**What to do to finish:**\n- Incorporate legal feedback (pages 4–6)\n- Update pricing table with final numbers\n- Export PDF and send to sarah@acme.co\n\n*Tip: Block 90 minutes, put phone on Do Not Disturb.*", "sunk")
+metaTags = TagBlock(["Deep Work • 90 min", "Client-facing", "Needs PDF export"])
+statusSection = Card([statusHeader, statusRow, progressBar], "sunk", "column", "m")
+statusHeader = Heading("Current Status", "h3")
+statusRow = Card([statusBadge, statusDetail], "clear", "row", "s", "center", "start")
+statusBadge = Badge("In Progress", "secondary")
+statusDetail = TextContent("Started Aug 19 • Last edited 2 hours ago • 65% complete", "small")
+progressBar = Progress(65, "65% — Almost there")
+actionSection = Card([actionHeader, actionHint, doneDialog, secondaryActions], "card", "column", "m")
+actionHeader = Heading("Ready to close it out?", "h3")
+actionHint = TextContent("Marking it done will clear your focus queue, archive the task, and notify Sarah. You can undo for 30 seconds.", "small")
+doneDialog = AlertDialogBlock("✓ Mark as Done", "Mark this task as complete?", "You're about to complete 'Finalize Q3 Client Proposal — Acme Corp'. This will move it to Done and clear your focus view. You can undo from Activity.", "Yes, mark done", "Keep working")
+secondaryActions = Buttons([snoozeBtn, editBtn], "row")
+snoozeBtn = Button("Snooze 1 hour", null, "secondary", "normal", "small")
+editBtn = Button("Edit details", null, "tertiary", "normal", "small")
+separator = Separator("horizontal", true)
+footerText = TextContent("Focus view shows only your #1 urgent task. Complete it to reveal the next.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-task__r4.txt
new file mode 100644
index 000000000..0b0273e74
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-task__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, urgentCallout, focusCard, statusCard, doneDialog, secondaryRow, footerNote], "card", "column", "l")
+header = CardHeader("Focus View", "One task at a time — finish what matters most")
+urgentCallout = Callout("warning", "Most Urgent • Due Today", "This is your #1 priority. Everything else can wait until this is done.")
+focusCard = Card([taskHeading, tagRow, deadlineCard, separatorA, desc, subtaskList], "card", "column", "m")
+taskHeading = Heading("Submit Q4 Client Proposal — Acme Corp", "h2")
+tagRow = TagBlock(["🔥 CRITICAL", "💼 Client Work", "Blocked Team Handoff"])
+deadlineCard = Card([deadlineLeft, deadlineRight], "sunk", "row", "m", "center", "between")
+deadlineLeft = TextContent("⏰ **DEADLINE**", "small-heavy")
+deadlineRight = TextContent("**Today, Mon Aug 18 • 11:59 PM**  •  9h 14m left", "large")
+separatorA = Separator("horizontal", true)
+desc = TextContent("Finalize pricing, add 2 case studies, and export PDF for sarah@acme.co. This blocks the design handoff tomorrow at 9 AM.", "default")
+subtaskList = ListBlock([sub1, sub2, sub3])
+sub1 = ListItem("Finalize pricing table", "Q4 rates updated — ready to insert")
+sub2 = ListItem("Add 2 case studies", "Drafts ready in Notion")
+sub3 = ListItem("Export & send PDF", "Final step • ~15 min")
+statusCard = Card([statusHeading, statusRow, progress, statusHelp], "sunk", "column", "m")
+statusHeading = Heading("Current Status", "h3")
+statusRow = Card([statusBadge, statusText], "clear", "row", "s", "center", "start")
+statusBadge = Badge("In Progress", "secondary")
+statusText = TextContent("60% complete • Started yesterday • Last update 2h ago", "small")
+progress = Progress(60, "Progress — 2 of 3 subtasks done")
+statusHelp = TextContent("You're in the final stretch. Only the export remains.", "small")
+doneDialog = AlertDialogBlock("✓ Mark as Done", "Mark this task as done?", "This will complete 'Submit Q4 Client Proposal — Acme Corp' and move it to Done. You can undo for 10 seconds after.", "Yes, mark done", "Keep working")
+secondaryRow = Buttons([snoozeBtn, editBtn])
+snoozeBtn = Button("Snooze 1 hour", null, "secondary", "normal", "small")
+editBtn = Button("Edit task", null, "tertiary", "normal", "small")
+footerNote = TextContent("Tip: Marking as done clears your focus and reveals the next most urgent task.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..928fb33c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r1.txt
@@ -0,0 +1,31 @@
+root = Card([header, statusBanner, kpiCard, apiUptimeCard, incidentCard, historyCard, footerText, followUp])
+header = CardHeader("Platform Status", "Live service health • May 2026 • All times in UTC • Last checked 10:42 UTC")
+statusBanner = Callout("success", "All Systems Operational", "No ongoing incidents. All platform services are responding normally as of 10:42 UTC, May 13, 2026.")
+kpiCard = Card([kpiHeader, kpiTable], "sunk", "column", "m")
+kpiHeader = Heading("Service Availability — May 2026 (Month-to-Date)", "h3")
+kpiTable = Table([kpiColService, kpiColUptime, kpiColStatus, kpiColDowntime])
+kpiColService = Col("Service", ["API", "Web App", "Workers / Queues", "Database"])
+kpiColUptime = Col("Uptime (MTD)", ["99.94%", "99.99%", "99.97%", "100.00%"])
+kpiColStatus = Col("Status", ["Operational", "Operational", "Operational", "Operational"])
+kpiColDowntime = Col("Downtime", ["25m 12s", "4m 08s", "13m 45s", "0m"])
+apiUptimeCard = Card([apiHeader, apiProgress, apiMeta, apiChart], "card", "column", "m")
+apiHeader = Heading("API — Current Month Uptime", "h3")
+apiProgress = Progress(99.94, "99.94% uptime • 25m 12s downtime this month • SLA target 99.9%")
+apiMeta = TextContent("Measured from synthetic edge probes every 30s across us-east-1, eu-west-1, ap-southeast-1 • 43,200 checks this month • Last probe: 10:42 UTC — Healthy (p95 142ms)", "small")
+apiChart = BarChart(["May 1", "May 2", "May 3", "May 4", "May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13"], [apiChartSeries], "grouped", "Date", "% Uptime")
+apiChartSeries = Series("Daily Uptime %", [100, 100, 100, 99.98, 100, 100, 100, 100, 100, 100, 98.21, 100, 100])
+incidentCard = Card([incidentHeader, incidentCallout, incidentNote, incidentMeta], "card", "column", "m")
+incidentHeader = Heading("Most Recent Incident", "h3")
+incidentCallout = Alert("Resolved: Elevated API Latency & 5xx Errors (INC-2026-0511)", "Degraded performance on POST /v1/jobs and GET /v1/status between 15:25–16:47 UTC on May 11. Error rate peaked at 1.8% (5xx), p95 latency 2.4s.", "warning")
+incidentNote = MarkDownRenderer("**Short note:** A gateway config rollout in `us-east-1` introduced a connection-pool bottleneck. Retry traffic amplified load and autoscaling lagged, causing elevated latency and intermittent 5xx errors.\n\n**Resolution:** Config rolled back at 16:12 UTC, stuck connections drained, and API pods scaled 3x. Error rates recovered by 16:31 UTC and latency fully normalized by **16:47 UTC on May 11, 2026** when the incident was marked resolved.\n\n**Follow-up:** Added pool-size guardrails, enforced canary rollouts, and tuned autoscaler thresholds. Full post-mortem published May 12.", "sunk")
+incidentMeta = TextContent("Resolved: May 11, 2026 at 16:47 UTC • Duration: 1h 22m • Severity: Minor • Affected: API (us-east-1 only) • Updated at 16:52 UTC by @platform-oncall", "small")
+historyCard = Card([historyHeader, historyList], "sunk", "column", "m")
+historyHeader = Heading("Recent Incident History", "h4")
+historyList = ListBlock([hist1, hist2, hist3])
+hist1 = ListItem("May 11 — Elevated API Latency (INC-2026-0511)", "Resolved 16:47 UTC • 1h 22m • Minor • Post-mortem available", [], "View post-mortem")
+hist2 = ListItem("Apr 28 — Delayed Webhook Delivery", "Resolved Apr 28 09:14 UTC • 42m • Minor • Queue consumer fix deployed", [], "Details")
+hist3 = ListItem("Apr 19 — Database Maintenance", "Completed Apr 19 03:00 UTC • Scheduled • No customer impact", [], "Details")
+footerText = TextContent("Subscribe for updates via Email, Slack (#platform-status), or RSS. Contact platform-team@company.internal for questions. Uptime % = (total minutes - downtime) / total minutes in month.", "small")
+followUp = FollowUpBlock([follow1, follow2])
+follow1 = FollowUpItem("Subscribe to incident notifications")
+follow2 = FollowUpItem("View full post-mortem for INC-2026-0511")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..5d7384464
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r2.txt
@@ -0,0 +1,30 @@
+root = Card([header, banner, apiUptimeSection, incidentSection, historySection, footerActions], "card", "column", "l")
+header = CardHeader("Platform Status", "Live operational health — Last updated 2 minutes ago • May 18, 2026 09:14 UTC")
+banner = Alert("All systems operational", "No active incidents. All core services are running normally.", "success")
+apiUptimeSection = Card([apiUptimeHeader, apiUptimeGrid, apiChart, apiFootnote], "sunk", "column", "m")
+apiUptimeHeader = Heading("1 — API Uptime This Month (MTD)", "h3")
+apiUptimeGrid = Card([uptimeMain, uptimeStats], "clear", "row", "l")
+uptimeMain = Card([uptimePercent, uptimeLabel, uptimeProgress], "card", "column", "s")
+uptimePercent = TextContent("99.97%", "large-heavy")
+uptimeLabel = TextContent("API — May 1–18, 2026 · Current Month", "small")
+uptimeProgress = Progress(99.97, "99.97% uptime — exceeds 99.9% SLA target")
+uptimeStats = Table([statMetric, statValue])
+statMetric = Col("Metric", ["SLA Target", "Downtime MTD", "Total Requests MTD", "Avg Latency (P95)"])
+statValue = Col("Value", ["99.9%", "13m 22s", "42.8M", "87ms / 142ms"])
+apiChart = AreaChart(["May 1", "May 5", "May 9", "May 13", "May 15", "May 18"], [uptimeSeries], "natural", "Date", "Uptime %")
+uptimeSeries = Series("Daily Uptime %", [100, 99.99, 100, 99.92, 99.85, 100])
+apiFootnote = TextContent("Measured via external probes in us-east-1, eu-west-1, ap-south-1 every 30s. Excludes scheduled maintenance May 4 02:00–02:30 UTC (3m planned).", "small")
+incidentSection = Card([incidentHeader, incidentCallout, incidentDetails, incidentTimeline], "card", "column", "m")
+incidentHeader = Heading("2 — Most Recent Incident", "h3")
+incidentCallout = Callout("info", "Resolved: API Latency Spike — May 15, 2026", "Elevated P95 latency (420ms → 1.8s) on POST /v2/jobs and GET /v2/jobs/{id}. Error rate peaked at 1.2%. No data loss.")
+incidentDetails = TextContent("**Status: Resolved at 14:42 UTC on May 15, 2026** — Duration 38 minutes. Root cause was a saturated Redis connection pool after config rollout #4821. Fix: rolled back pool limit (50 → 200) and scaled read replicas. Post-mortem published and monitoring improved.", "default")
+incidentTimeline = Table([timelineTime, timelineEvent])
+timelineTime = Col("Time (UTC) — May 15", ["14:04 Detected", "14:12 Identified", "14:28 Mitigated", "14:42 Resolved"])
+timelineEvent = Col("Update", ["Automated alert fired — P95 > 1s for 5m", "Isolated to Redis pool exhaustion on api-worker-3", "Rollback deployed, latency recovering to ~300ms", "Latency back to 85ms, incident closed"])
+historySection = Card([historyHeader, historyBar], "sunk", "column", "m")
+historyHeader = Heading("30-Day Service Comparison", "h3")
+historyBar = BarChart(["API", "Dashboard", "Auth", "Webhooks", "Workers"], [historySeries], "grouped", "Service", "Uptime %")
+historySeries = Series("May 2026 MTD", [99.97, 100, 99.99, 99.95, 99.98])
+footerActions = Buttons([subscribeBtn, historyBtn])
+subscribeBtn = Button("Subscribe to Updates", null, "primary")
+historyBtn = Button("View Full Incident History", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..a52f17032
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r3.txt
@@ -0,0 +1,34 @@
+root = Card([header, statusBanner, uptimeCard, incidentCard, historyCard, footerNote], "card", "column", "l")
+header = CardHeader("Platform Status", "Core API & Infrastructure — Live operational status • May 2026")
+statusBanner = Card([statusBadge, statusText], "sunk", "row", "m", "center", "between")
+statusBadge = Badge("All systems operational", "secondary")
+statusText = TextContent("Last checked: Today at 09:42 UTC • Auto-refresh every 60s", "small")
+uptimeCard = Card([uptimeHeading, uptimeRow, uptimeChart, uptimeSeparator, uptimeTable], "card", "column", "m")
+uptimeHeading = Heading("1 — Current API Uptime This Month", "h3")
+uptimeRow = Card([uptimeMain, uptimeStats], "clear", "row", "l", "stretch", "between")
+uptimeMain = Card([uptimePercent, uptimeSub, uptimeProg], "sunk", "column", "s")
+uptimePercent = TextContent("99.97%", "large-heavy")
+uptimeSub = TextContent("API uptime — May 1–18, 2026 (month-to-date)", "small")
+uptimeProg = Progress(99.97, "SLA target 99.95% — 0.02% above target")
+uptimeStats = Table([statLabel, statValue])
+statLabel = Col("Metric", ["Uptime", "Total downtime", "Total requests", "Error budget remaining"])
+statValue = Col("Value", ["99.97%", "13m 42s", "42.8M", "71% (12m 18s left)"])
+uptimeChart = AreaChart(["May 1", "May 4", "May 7", "May 10", "May 13", "May 16", "May 18"], [uptimeSeries], "natural", "Date", "Uptime %")
+uptimeSeries = Series("Daily uptime %", [100, 99.99, 100, 99.92, 99.98, 100, 99.97])
+uptimeSeparator = Separator("horizontal", true)
+uptimeTable = TextContent("Measured from edge gateway probes every 30s across 3 regions (us-east-1, eu-west-1, ap-south-1). Excludes scheduled maintenance May 4, 02:00–02:15 UTC.", "small")
+incidentCard = Card([incidentHeading, incidentAlert, incidentTimeline, incidentNote], "card", "column", "m")
+incidentHeading = Heading("2 — Most Recent Incident", "h3")
+incidentAlert = Callout("success", "Resolved: Degraded API Latency — INC-2847", "Elevated p95 latency on API gateway (us-east-1). 12% of requests affected with p95 rising from 850ms to 2.4s.")
+incidentTimeline = Table([timelineEvent, timelineTime, timelineStatus])
+timelineEvent = Col("Event", ["Detected", "Investigating", "Mitigated", "Resolved"])
+timelineTime = Col("Time (UTC)", ["May 16, 14:22", "May 16, 14:26", "May 16, 14:34", "May 16, 14:40"])
+timelineStatus = Col("Detail", ["Alert fired — latency threshold breached", "On-call paged, traffic inspected", "Connection pool scaled 100 → 200", "Confirmed recovered, monitoring closed"])
+incidentNote = TextCallout("neutral", "Resolution note — Resolved May 16, 2026 at 14:40 UTC (18 min duration)", "Root cause: connection pool saturation in primary Postgres cluster after a slow analytical query blocked 40 connections. Action: killed blocking query, scaled pool, and added 5s query timeout guard. No data loss or failed writes. Follow-up: query optimization ticket PLAT-1842 scheduled for May 20. Full postmortem linked in incident log.")
+historyCard = Card([historyHeading, historyList], "sunk", "column", "m")
+historyHeading = Heading("Recent history (last 14 days)", "h4")
+historyList = ListBlock([hist1, hist2, hist3])
+hist1 = ListItem("May 16 — Degraded latency (Resolved 14:40 UTC)", "18 min • API gateway us-east-1 • INC-2847")
+hist2 = ListItem("May 10 — Brief 5xx spike (Resolved 03:11 UTC)", "4 min • Edge rate-limiter misconfig • No customer impact")
+hist3 = ListItem("May 4 — Scheduled maintenance (Completed 02:15 UTC)", "15 min • Database upgrade • Zero errors")
+footerNote = TextContent("Subscribe to updates at status.platform.internal • Incident history API: status.platform.internal/api/v1/incidents", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..6300af566
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-uptime__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, statusBanner, kpiRow, apiDetailCard, incidentCard, historyCard, footerNote, followUp], "card", "column", "l")
+header = CardHeader("Platform Status", "Platform Team • api.platform.internal • Live as of Aug 18, 2026 — 09:42 UTC • Auto-refresh every 60s")
+statusBanner = Alert("All Systems Operational", "No active incidents. All 6 services are responding normally. Last health check passed 2 minutes ago.", "success")
+kpiRow = Card([kpiApi, kpiLatency, kpiIncidents], "clear", "row", "m", "stretch", "between", true)
+kpiApi = Card([kpiApiLabel, kpiApiValue, kpiApiSub, kpiApiProgress], "sunk", "column", "s")
+kpiApiLabel = TextContent("API Uptime — This Month", "small-heavy")
+kpiApiValue = TextContent("99.94%", "large-heavy")
+kpiApiSub = TextContent("Aug 1–18, 2026 • SLO 99.9% • 21m downtime", "small")
+kpiApiProgress = Progress(99.94, "MTD vs SLO")
+kpiLatency = Card([kpiLatencyLabel, kpiLatencyValue, kpiLatencySub, kpiLatencyBadge], "card", "column", "s")
+kpiLatencyLabel = TextContent("API Avg Latency (p95)", "small-heavy")
+kpiLatencyValue = TextContent("142 ms", "large-heavy")
+kpiLatencySub = TextContent("24h rolling • Target < 250ms", "small")
+kpiLatencyBadge = Badge("Healthy", "secondary")
+kpiIncidents = Card([kpiIncidentsLabel, kpiIncidentsValue, kpiIncidentsSub, kpiIncidentsBadge], "card", "column", "s")
+kpiIncidentsLabel = TextContent("Incidents This Month", "small-heavy")
+kpiIncidentsValue = TextContent("1 resolved", "large-heavy")
+kpiIncidentsSub = TextContent("Last resolved Aug 17 at 14:42 UTC", "small")
+kpiIncidentsBadge = Badge("No open incidents", "outline")
+apiDetailCard = Card([apiDetailHeader, apiHeroRow, apiProgress, apiChart, apiTable, apiSeparator, apiFootnote], "sunk", "column", "m")
+apiDetailHeader = CardHeader("1 — Current API Uptime This Month", "Primary endpoint: https://api.platform.internal • Monitored from 5 regions every 30s")
+apiHeroRow = Card([heroLeft, heroRight], "clear", "row", "m", "center", "between", true)
+heroLeft = Card([heroValue, heroSub], "clear", "column", "xs")
+heroValue = TextContent("99.94% uptime in August", "large-heavy")
+heroSub = TextContent("43,820 checks passed • 26 checks failed • 21 minutes total downtime • Still above 99.9% SLO with 0.04% error budget remaining", "small")
+heroRight = Badge("Above SLO", "secondary")
+apiProgress = Progress(99.94, "99.94% achieved — 99.9% SLO")
+apiChart = BarChart(["Aug 05", "Aug 07", "Aug 09", "Aug 11", "Aug 13", "Aug 15", "Aug 17", "Aug 18"], [apiSeries], "stacked", "Date", "% Uptime")
+apiSeries = Series("Daily Uptime %", [100, 100, 99.98, 100, 100, 99.99, 98.75, 100])
+apiTable = Table([apiColPeriod, apiColUptime, apiColDowntime, apiColStatus])
+apiColPeriod = Col("Period", ["Aug 2026 (MTD)", "Jul 2026", "Jun 2026", "Last 90 days"])
+apiColUptime = Col("Uptime", ["99.94%", "99.97%", "99.91%", "99.94%"])
+apiColDowntime = Col("Downtime", ["21m", "13m", "39m", "73m"])
+apiColStatus = Col("SLO (99.9%)", ["✓ Pass", "✓ Pass", "✓ Pass", "✓ Pass"])
+apiSeparator = Separator("horizontal", true)
+apiFootnote = TextContent("Uptime calculated as successful HTTP 2xx/3xx responses / total checks. Excludes scheduled maintenance window on Aug 03 (02:00–02:15 UTC).", "small")
+incidentCard = Card([incidentHeader, incidentCallout, incidentMeta, incidentTimeline], "card", "column", "m")
+incidentHeader = Heading("2 — Most Recent Incident", "h3")
+incidentCallout = Callout("success", "Resolved: API Elevated Latency (P2) — Resolved Aug 17, 2026 at 14:42 UTC", "Between 14:24–14:42 UTC, POST /v2/ingest latency spiked to p95 1,840ms in us-east-1. Root cause was a saturated Redis connection pool after a config deploy capped pool size at 20. Fix: raised pool to 100, rolled workers, and cleared backlog. No data loss — 1,204 requests retried automatically. p95 returned to 142ms and held stable for 2 hours before closing.")
+incidentMeta = Card([metaLeft, metaRight], "clear", "row", "m", "start", "between", true)
+metaLeft = TagBlock(["P2 — Major", "Duration 18m", "us-east-1", "api.platform.internal"])
+metaRight = TextContent("Detected 14:24 UTC • Acknowledged 14:28 UTC • Mitigated 14:39 UTC • Resolved 14:42 UTC • Postmortem due Aug 20", "small")
+incidentTimeline = Table([tlColTime, tlColUpdate])
+tlColTime = Col("Time (UTC) Aug 17", ["14:42", "14:39", "14:28", "14:24"])
+tlColUpdate = Col("Update", ["Resolved — Latency normalized, monitoring extended 2h, incident closed", "Mitigated — Connection pool increased, workers restarted, queue draining", "Identified — Redis pool saturation confirmed via metrics", "Investigating — Alert fired: p95 latency > 1s on /v2/ingest"])
+historyCard = Card([historyHeader, historyTable], "clear", "column", "m")
+historyHeader = CardHeader("Service Health — Last 7 Days", "All platform services • Green = operational")
+historyTable = Table([svcColService, svcColStatus, svcColUptime7d, svcColLastIncident])
+svcColService = Col("Service", ["API", "Web App", "Auth / SSO", "Workers / Queues", "Database", "CDN / Edge"])
+svcColStatus = Col("Current Status", ["Operational", "Operational", "Operational", "Operational", "Operational", "Operational"])
+svcColUptime7d = Col("7-Day Uptime", ["99.88%", "100%", "100%", "99.92%", "100%", "100%"])
+svcColLastIncident = Col("Last Incident", ["Aug 17, 2026", "Jul 29, 2026", "Jul 11, 2026", "Aug 17, 2026", "Jun 18, 2026", "No incidents"])
+footerNote = TextContent("Subscribe to updates at status.platform.internal/subscribe • Incident history and SLO reports are archived monthly. Questions? #platform-status on Slack.", "small")
+followUp = FollowUpBlock([followUpOne, followUpTwo])
+followUpOne = FollowUpItem("View full August incident report")
+followUpTwo = FollowUpItem("Subscribe to status notifications")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..5d9a31d1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r1.txt
@@ -0,0 +1,48 @@
+root = Card([header, introCallout, currentSection, outlookSection, sunSection, footer], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru, Karnataka • Tuesday, 18 August 2026 • 7:30 AM IST")
+introCallout = Callout("info", "Good morning, Bengaluru!", "Pleasant morning at 24°C with partly cloudy skies and a light NW breeze. Perfect for your commute — keep an umbrella handy for later.")
+currentSection = Card([currentHeader, currentMainRow, metaRow, currentNote], "sunk", "column", "m")
+currentHeader = Heading("1. Current Temperature & Conditions — Bengaluru", "h3")
+currentMainRow = Card([bigTempBlock, conditionBlock], "clear", "row", "l", "center", "between", true)
+bigTempBlock = Card([bigTemp, bigTempSub], "clear", "column", "xs", "start", "start")
+bigTemp = TextContent("24°C", "large-heavy")
+bigTempSub = TextContent("Feels like 26°C  •  High 28° / Low 20°", "small")
+conditionBlock = Card([conditionImage, conditionText], "clear", "row", "m", "center", "start")
+conditionImage = Image("Partly cloudy morning over Bengaluru", "https://picsum.photos/seed/bengaluru-morning/240/160")
+conditionText = TextContent("⛅ Partly Cloudy\nHumidity 78% • Dew point 20°\nWind 12 km/h NW • AQI 68 Moderate", "default")
+metaRow = Card([humidityBadge, windBadge, uvBadge, aqiBadge], "clear", "row", "s", "center", "start", true)
+humidityBadge = Badge("Humidity 78%", "secondary")
+windBadge = Badge("Wind 12 km/h NW", "outline")
+uvBadge = Badge("UV 5 Moderate", "outline")
+aqiBadge = Badge("AQI 68 Moderate", "outline")
+currentNote = TextCallout("neutral", "Morning tip", "No jacket needed. Visibility 6 km — light haze will clear by 9 AM.")
+outlookSection = Card([outlookHeader, outlookTable, outlookChart, outlookCaption], "sunk", "column", "m")
+outlookHeader = Heading("2. Outlook — Next 3 Days", "h3")
+outlookTable = Table([dayCol, conditionCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Wed, 19 Aug", "Thu, 20 Aug", "Fri, 21 Aug"])
+conditionCol = Col("Conditions", ["Light Rain", "Partly Cloudy", "Sunny Intervals"])
+highCol = Col("High", ["27°", "29°", "30°"])
+lowCol = Col("Low", ["20°", "21°", "21°"])
+rainCol = Col("Rain Chance", ["70%", "30%", "10%"])
+outlookChart = BarChart(["Wed", "Thu", "Fri"], [highSeries, lowSeries], "grouped", "Day", "°C")
+highSeries = Series("High", [27, 29, 30])
+lowSeries = Series("Low", [20, 21, 21])
+outlookCaption = TextContent("Wed brings afternoon showers — carry an umbrella. Drier and warmer by Friday with sunny intervals.", "small")
+sunSection = Card([sunHeader, sunRow, sunProgress, sunDetails], "sunk", "column", "m")
+sunHeader = Heading("3. Sunrise & Sunset", "h3")
+sunRow = Card([sunriseCard, sunsetCard, daylightCard], "clear", "row", "m", "stretch", "between", true)
+sunriseCard = Card([sunriseTitle, sunriseTime, sunriseSub], "card", "column", "xs", "center", "center")
+sunriseTitle = TextContent("🌅 Sunrise", "small-heavy")
+sunriseTime = TextContent("06:04 AM", "large-heavy")
+sunriseSub = TextContent("First light 05:42 AM", "small")
+sunsetCard = Card([sunsetTitle, sunsetTime, sunsetSub], "card", "column", "xs", "center", "center")
+sunsetTitle = TextContent("🌇 Sunset", "small-heavy")
+sunsetTime = TextContent("06:38 PM", "large-heavy")
+sunsetSub = TextContent("Last light 07:00 PM", "small")
+daylightCard = Card([daylightTitle, daylightTime, daylightSub], "card", "column", "xs", "center", "center")
+daylightTitle = TextContent("☀️ Daylight", "small-heavy")
+daylightTime = TextContent("12h 34m", "large-heavy")
+daylightSub = TextContent("Total day length", "small")
+sunProgress = Progress(35, "Day progress at 7:30 AM — 35% of daylight elapsed")
+sunDetails = TextContent("Golden hour: 06:04–07:00 AM & 05:45–06:38 PM • Ideal for a morning walk or evening run.", "small")
+footer = TextContent("Updated 7:30 AM IST • Source: IMD Bengaluru • Next brief at 12:30 PM", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..19705458c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r2.txt
@@ -0,0 +1,41 @@
+root = Card([header, currentRow, separator1, outlookHeader, outlookSub, outlookTable, outlookChart, separator2, sunCard, morningTip], "card", "column", "l")
+header = CardHeader("Morning Weather Brief — Bengaluru", "Tuesday, 19 August 2026 • 7:00 AM IST • Updated just now • 12°58′N 77°35′E")
+currentRow = Card([currentPrimary, currentSecondary], "clear", "row", "m", "stretch", "between", false)
+currentPrimary = Card([cityBadge, tempRow, conditionDesc, tagRow], "sunk", "column", "m")
+cityBadge = Badge("Bengaluru — Live • MG Road Observatory", "secondary")
+tempRow = Card([tempHeading, tempIcon], "clear", "row", "s", "center", "between", false)
+tempHeading = Heading("23° — Mostly cloudy", "h1")
+tempIcon = Image("mostly cloudy morning over Bengaluru", "https://picsum.photos/seed/bengalumonsoon/120/120")
+conditionDesc = TextContent("Mostly cloudy with sunny intervals after overnight drizzle. Light southwest breeze, air feels fresh. No rain at the moment — good for morning commute.", "large")
+tagRow = TagBlock(["Feels like 25°", "Humidity 78%", "Wind 9 km/h SW", "AQI 42 Good", "Visibility 8 km"])
+currentSecondary = Card([detailsHeader, detailsTable], "card", "column", "s")
+detailsHeader = CardHeader("Right now", "06:58 AM observation • Partly cloudy")
+detailsTable = Table([detailLabel, detailValue])
+detailLabel = Col("Detail", ["Temperature", "Feels like", "Condition", "Humidity", "Wind", "Pressure", "UV Index"])
+detailValue = Col("Value", ["23°C", "25°C", "Mostly cloudy", "78%", "9 km/h SW", "1006 hPa", "3 Moderate"])
+separator1 = Separator("horizontal", true)
+outlookHeader = Heading("3-Day Outlook", "h2")
+outlookSub = TextContent("Monsoon pattern holds — brief afternoon showers, pleasant mornings. Carry light rain gear Wed–Thu.", "small")
+outlookTable = Table([dayCol, condCol, tempCol, rainCol, windCol])
+dayCol = Col("Day", ["Wed 20 Aug", "Thu 21 Aug", "Fri 22 Aug"])
+condCol = Col("Conditions", ["Light showers", "Cloudy", "Partly sunny"])
+tempCol = Col("High / Low", ["27° / 21°", "26° / 20°", "28° / 21°"])
+rainCol = Col("Rain chance", ["65%", "40%", "20%"])
+windCol = Col("Wind", ["12 km/h W", "10 km/h SW", "8 km/h S"])
+outlookChart = BarChart(["Wed 20 Aug", "Thu 21 Aug", "Fri 22 Aug"], [highSeries, lowSeries], "grouped", "Day", "°C")
+highSeries = Series("High", [27, 26, 28])
+lowSeries = Series("Low", [21, 20, 21])
+separator2 = Separator("horizontal", true)
+sunCard = Card([sunHeader, sunRow, daylightProgress], "sunk", "column", "m")
+sunHeader = CardHeader("Sunrise & Sunset", "Daylight 12h 34m • Next sunrise in ~23 hours")
+sunRow = Card([sunriseBox, sunsetBox], "clear", "row", "m", "stretch", "between", false)
+sunriseBox = Card([sunriseHeading, sunriseTime, sunriseDesc], "card", "column", "s")
+sunriseHeading = Heading("Sunrise", "h3")
+sunriseTime = Heading("06:04 AM", "h2")
+sunriseDesc = TextContent("First light 05:42 AM • Golden hour until 07:00 AM", "small")
+sunsetBox = Card([sunsetHeading, sunsetTime, sunsetDesc], "card", "column", "s")
+sunsetHeading = Heading("Sunset", "h3")
+sunsetTime = Heading("06:38 PM", "h2")
+sunsetDesc = TextContent("Last light 07:00 PM • Twilight until 07:22 PM", "small")
+daylightProgress = Progress(86, "Daylight 12h 34m • 86% of 24h is daylight • Night 11h 26m")
+morningTip = Callout("info", "Morning tip", "Mornings stay dry — best window for outdoor plans is 7–11 AM. Keep a compact umbrella for Wed afternoon (3–5 PM shower likely).")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..dd8dfda13
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r3.txt
@@ -0,0 +1,48 @@
+root = Card([header, alertBrief, currentCard, forecastCard, sunCard, footer], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru, Karnataka • Wednesday, 19 Aug 2026 • 7:00 AM IST")
+alertBrief = Callout("info", "Good morning — pleasant start", "Partly cloudy and comfortable this morning. Keep an umbrella handy late-week as rain chances rise toward the weekend.")
+currentCard = Card([currentHeader, currentRow, statsRow], "sunk", "column", "m")
+currentHeader = CardHeader("Currently in Bengaluru — 27° Partly Cloudy", "Koramangala • Updated 6:55 AM • Light breeze from SW")
+currentRow = Card([tempVisual, tempDetails], "clear", "row", "l", "center", "between")
+tempVisual = Card([bigTemp, feelsLike], "clear", "column", "xs", "center", "center")
+bigTemp = Heading("27° C", "h1")
+feelsLike = TextContent("Feels like 29°  •  H 32° / L 21°", "small")
+tempDetails = Card([conditionMain, conditionMeta, tagRow], "clear", "column", "s")
+conditionMain = TextContent("⛅ Partly Cloudy — light haze", "large-heavy")
+conditionMeta = TextContent("Humidity 78% • Wind 12 km/h SW • Visibility 8 km • UV Index 3 (Moderate) • AQI 68 (Moderate)", "small")
+tagRow = TagBlock(["Comfortable morning", "No weather alerts"])
+statsRow = Card([statHumidity, statWind, statPressure], "clear", "row", "m")
+statHumidity = Card([statHumidityTitle, statHumidityValue], "card", "column", "xs", "center", "center")
+statHumidityTitle = TextContent("Humidity", "small")
+statHumidityValue = Heading("78%", "h3")
+statWind = Card([statWindTitle, statWindValue], "card", "column", "xs", "center", "center")
+statWindTitle = TextContent("Wind", "small")
+statWindValue = Heading("12 km/h SW", "h3")
+statPressure = Card([statPressureTitle, statPressureValue], "card", "column", "xs", "center", "center")
+statPressureTitle = TextContent("Pressure", "small")
+statPressureValue = Heading("1010 hPa", "h3")
+forecastCard = Card([forecastHeader, forecastTable, forecastChart, forecastNote], "card", "column", "m")
+forecastHeader = CardHeader("Next 3 Days — Outlook", "Thu 20 Aug to Sat 22 Aug • Showers building in")
+forecastTable = Table([colDay, colCondition, colHighLow, colRain, colWind])
+colDay = Col("Day", ["Thu 20 Aug", "Fri 21 Aug", "Sat 22 Aug"])
+colCondition = Col("Conditions", ["⛅ Partly Cloudy", "⛈ Scattered T-storms", "🌧 Light Rain"])
+colHighLow = Col("High / Low", ["30° / 21°", "28° / 20°", "27° / 20°"])
+colRain = Col("Rain chance", ["20%", "65%", "80%"])
+colWind = Col("Wind", ["10 km/h NW", "14 km/h W", "9 km/h SW"])
+forecastChart = BarChart(["Thu 20 Aug", "Fri 21 Aug", "Sat 22 Aug"], [seriesHigh, seriesLow], "grouped", "Day", "°C")
+seriesHigh = Series("High °C", [30, 28, 27])
+seriesLow = Series("Low °C", [21, 20, 20])
+forecastNote = TextCallout("info", "What to expect", "Warm but cooling slightly as rain moves in. Friday afternoon has the highest storm risk — carry an umbrella and allow extra commute time. Saturday stays cloudy with intermittent light rain.")
+sunCard = Card([sunHeader, sunRow, dayLengthCallout], "card", "column", "m")
+sunHeader = CardHeader("Sunrise & Sunset", "Today's daylight • 12h 26m")
+sunRow = Card([sunriseBox, sunsetBox], "clear", "row", "m", "stretch", "between")
+sunriseBox = Card([sunriseLabel, sunriseTime, sunriseSub], "sunk", "column", "xs", "center", "center")
+sunriseLabel = TextContent("🌅 SUNRISE", "small-heavy")
+sunriseTime = Heading("06:12 AM", "h2")
+sunriseSub = TextContent("First light 05:52 AM", "small")
+sunsetBox = Card([sunsetLabel, sunsetTime, sunsetSub], "sunk", "column", "xs", "center", "center")
+sunsetLabel = TextContent("🌇 SUNSET", "small-heavy")
+sunsetTime = Heading("06:38 PM", "h2")
+sunsetSub = TextContent("Last light 06:58 PM", "small")
+dayLengthCallout = TextCallout("neutral", "Daylight tip", "Golden hour tonight ~6:00 – 6:38 PM — great for photos or a walk. Tomorrow: sunrise 06:12 AM, sunset 06:38 PM (nearly unchanged).")
+footer = TextContent("Source: IMD Bengaluru + local observation • Next update 1:00 PM IST • Tip: Mornings stay pleasant — stay hydrated and keep an umbrella for Fri–Sat.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..cc50e4ea1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b1-weather__r4.txt
@@ -0,0 +1,51 @@
+root = Card([header, callout, currentCard, forecastCard, sunCardOuter, footerNote], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru • Tuesday, 19 August 2026 • 07:00 IST • Good morning!")
+callout = Callout("info", "Light showers later today", "Morning stays pleasant for your commute. Carry an umbrella — showers likely after 2 PM. Best outdoor window: 6:00–8:00 AM.")
+currentCard = Card([currentHeader, currentMainRow, currentDetailsGrid, currentExtra], "sunk", "column", "m")
+currentHeader = CardHeader("Currently in Bengaluru", "Indiranagar • Updated 06:45 IST • Light haze clearing")
+currentMainRow = Card([tempColumn, divider1, conditionColumn, divider2, heroImage], "clear", "row", "m", "center", "between", true)
+tempColumn = Card([tempValue, tempFeels, tempBadgeRow], "clear", "column", "xs", "start")
+tempValue = TextContent("27°C", "large-heavy")
+tempFeels = TextContent("Feels like 29°C • Partly Cloudy", "default")
+tempBadgeRow = TagBlock(["Humid", "Light breeze", "AQI Moderate"])
+divider1 = Separator("vertical", true)
+conditionColumn = Card([conditionEmoji, conditionText, conditionSub], "clear", "column", "xs", "center")
+conditionEmoji = TextContent("⛅", "large-heavy")
+conditionText = TextContent("Partly Cloudy", "small-heavy")
+conditionSub = TextContent("Haze lifting • Visibility 8 km", "small")
+divider2 = Separator("vertical", true)
+heroImage = ImageBlock("https://picsum.photos/seed/bengaluru-morning/400/280", "Bengaluru morning skyline with soft clouds")
+currentDetailsGrid = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Humidity", "Wind", "Pressure", "UV Index", "Air Quality", "Dew Point"])
+valueCol = Col("Value", ["78%", "8 km/h SW", "1008 hPa", "3 Moderate", "AQI 87 • Moderate", "22°C"])
+currentExtra = Alert("Stay hydrated", "78% humidity will feel muggy by 10 AM. Light wind from the southwest.", "info")
+forecastCard = Card([forecastHeader, forecastTable, forecastChartsRow], "sunk", "column", "m")
+forecastHeader = CardHeader("Next 3 Days Outlook", "Wed 20 Aug — Fri 22 Aug • Monsoon pattern continues")
+forecastTable = Table([forecastDay, forecastCondition, forecastHigh, forecastLow, forecastRain])
+forecastDay = Col("Day", ["Wednesday", "Thursday", "Friday"])
+forecastCondition = Col("Condition", ["Partly cloudy, afternoon showers", "Cloudy • Light rain spells", "Sunny intervals • Pleasant"])
+forecastHigh = Col("High", ["30°C", "28°C", "31°C"])
+forecastLow = Col("Low", ["21°C", "20°C", "21°C"])
+forecastRain = Col("Rain chance", ["60%", "75%", "20%"])
+forecastChartsRow = Card([tempChart, rainChart], "clear", "row", "m", "stretch", "between", true)
+tempChart = LineChart(["Wed", "Thu", "Fri"], [highSeries, lowSeries], "natural", "Day", "°C")
+highSeries = Series("High", [30, 28, 31])
+lowSeries = Series("Low", [21, 20, 21])
+rainChart = BarChart(["Wed", "Thu", "Fri"], [rainSeries], "grouped", "Day", "%")
+rainSeries = Series("Rain chance", [60, 75, 20])
+sunCardOuter = Card([sunHeader, sunMain, sunFooter], "sunk", "column", "m")
+sunHeader = CardHeader("Sunrise & Sunset", "Today • 12h 34m of daylight")
+sunMain = Card([sunriseBox, sunCenter, sunsetBox], "clear", "row", "l", "center", "between", true)
+sunriseBox = Card([sunriseLabel, sunriseTime, sunriseSub], "card", "column", "xs", "center")
+sunriseLabel = TextContent("🌅 Sunrise", "small-heavy")
+sunriseTime = TextContent("06:05 AM", "large-heavy")
+sunriseSub = TextContent("IST • First light 05:42 AM", "small")
+sunCenter = Card([daylightProgress, daylightText], "clear", "column", "xs", "center")
+daylightProgress = Progress(8, "Daylight elapsed at 07:00")
+daylightText = TextContent("Sunset in 11h 34m • Golden hour 05:45 PM", "small")
+sunsetBox = Card([sunsetLabel, sunsetTime, sunsetSub], "card", "column", "xs", "center")
+sunsetLabel = TextContent("🌇 Sunset", "small-heavy")
+sunsetTime = TextContent("06:39 PM", "large-heavy")
+sunsetSub = TextContent("IST • Last light 07:02 PM", "small")
+sunFooter = TextContent("Tip: Best light for photos 06:05–06:40 AM & 05:45–06:39 PM. UV peaks 11 AM–3 PM — use sun protection.", "small")
+footerNote = TextContent("Source: IMD Bengaluru + local station • Next update 10:00 AM IST", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..cfeba3a03
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r1.txt
@@ -0,0 +1,76 @@
+root = Card([header, monthSwitcher, budgetOverview, categorySection, largestExpenseSection, addExpenseSection], "card", "column", "l")
+header = CardHeader("Personal Budget Check", "May 2026 • Single-screen overview of spending, budget, and actions")
+monthSwitcher = Card([monthSwitcherHeader, monthSwitcherDesc, monthSwitcherControls, quickJumpButtons], "sunk", "column", "s")
+monthSwitcherHeader = Heading("4. View a different month", "h3")
+monthSwitcherDesc = TextContent("Switch the entire dashboard to another month. Quick-jump or pick from the full list.", "small")
+monthSwitcherControls = Card([monthSelectControl, viewBtnGroup], "clear", "row", "m")
+monthSelectControl = FormControl("Select month", monthSelect, "All totals, charts, and largest expense update")
+monthSelect = Select("month", [optJan, optFeb, optMar, optApr, optMay, optJun], "Choose month", null, "May 2026")
+optJan = SelectItem("2026-01", "January 2026")
+optFeb = SelectItem("2026-02", "February 2026")
+optMar = SelectItem("2026-03", "March 2026")
+optApr = SelectItem("2026-04", "April 2026")
+optMay = SelectItem("2026-05", "May 2026 — Currently viewing")
+optJun = SelectItem("2026-06", "June 2026")
+viewBtnGroup = Buttons([viewMonthBtn])
+viewMonthBtn = Button("View month", null, "primary")
+quickJumpButtons = Buttons([btnApr, btnMay, btnJun])
+btnApr = Button("Apr", null, "secondary")
+btnMay = Button("May • Active", null, "primary")
+btnJun = Button("Jun", null, "secondary")
+budgetOverview = Card([budgetOverviewHeader, budgetStatsRow, budgetProgress, budgetStatusCallout], "card", "column", "m")
+budgetOverviewHeader = CardHeader("1. Total spent vs budget", "Budget resets on the 1st of each month")
+budgetStatsRow = Card([spentStat, budgetStat, remainingStat], "clear", "row", "m")
+spentStat = Card([spentLabel, spentValue, spentSub], "sunk", "column", "xs")
+spentLabel = TextContent("Total spent", "small")
+spentValue = TextContent("$2,847", "large-heavy")
+spentSub = TextContent("May 1-18 • 18 days in", "small")
+budgetStat = Card([budgetLabel, budgetValue, budgetSub], "sunk", "column", "xs")
+budgetLabel = TextContent("Monthly budget", "small")
+budgetValue = TextContent("$3,500", "large-heavy")
+budgetSub = TextContent("Set on Apr 28", "small")
+remainingStat = Card([remainingLabel, remainingValue, remainingSub], "sunk", "column", "xs")
+remainingLabel = TextContent("Remaining", "small")
+remainingValue = TextContent("$653 left", "large-heavy")
+remainingSub = TextContent("18.7% buffer • ~$51/day", "small")
+budgetProgress = Progress(81, "81% of budget used")
+budgetStatusCallout = Callout("info", "On track — but watch the pace", "You've used 81% with 13 days left. At this rate you'll finish at ~$4,120, about $620 over budget. Food & Entertainment are driving the trend.")
+categorySection = Card([categoryHeader, categoryChartsRow, categoryTable], "card", "column", "m")
+categoryHeader = CardHeader("2. Spending split by category", "Where your $2,847 went in May")
+categoryChartsRow = Card([categoryPie, categoryBar], "clear", "row", "m")
+categoryPie = PieChart(["Housing", "Food", "Transport", "Entertainment", "Utilities", "Healthcare"], [1200, 580, 320, 410, 210, 127], "donut", "circular")
+categoryBar = HorizontalBarChart(["Housing", "Food", "Entertainment", "Transport", "Utilities", "Healthcare"], [categorySeries], "grouped", "Amount ($)", "Category")
+categorySeries = Series("Spent ($)", [1200, 580, 410, 320, 210, 127])
+categoryTable = Table([catCol, catAmountCol, catPercentCol, catBudgetCol])
+catCol = Col("Category", ["Housing", "Food", "Entertainment", "Transport", "Utilities", "Healthcare"])
+catAmountCol = Col("Spent", ["$1,200", "$580", "$410", "$320", "$210", "$127"])
+catPercentCol = Col("Share", ["42.2%", "20.4%", "14.4%", "11.2%", "7.4%", "4.5%"])
+catBudgetCol = Col("vs Budget", ["$1,200 / $1,200", "$580 / $600", "$410 / $350", "$320 / $400", "$210 / $250", "$127 / $200"])
+largestExpenseSection = Card([largestExpenseHeader, largestExpenseCallout, largestExpenseCard], "card", "column", "m")
+largestExpenseHeader = CardHeader("3. Single largest expense highlighted", "The one transaction that moved your budget most")
+largestExpenseCallout = Callout("warning", "Largest expense: Rent — $1,200 on May 1", "Housing • 42.2% of all May spending • Paid to Maple Properties • Recurring. This is 2.1× larger than your next biggest expense (Grocery haul $185).")
+largestExpenseCard = Card([largestExpenseDetails, largestExpenseBadgeRow], "sunk", "column", "s")
+largestExpenseDetails = TextContent("**Rent — $1,200**  \n📅 May 1, 2026 • 09:14 AM • Automatic transfer  \n🏷️ Housing > Rent • Method: Bank transfer • Status: Cleared  \n💡 Tip: Housing is at 100% of its $1,200 sub-budget. No action needed — but food + entertainment overages will need to be offset.", "default")
+largestExpenseBadgeRow = TagBlock(["Largest", "Recurring", "42% of total", "Housing"])
+addExpenseSection = Card([addExpenseHeader, addExpenseDesc, addExpenseForm], "card", "column", "m")
+addExpenseHeader = CardHeader("5. Add a new expense", "Log it now and totals update instantly")
+addExpenseDesc = TextContent("Add any purchase in under 10 seconds. It will recalculate your total, category split, and largest expense.", "small")
+addExpenseForm = Form("add-expense", formButtons, [fieldDesc, fieldAmount, fieldCategory, fieldDate])
+fieldDesc = FormControl("Description", inputDesc, "e.g., Grocery run, Gas, Dinner out")
+inputDesc = Input("description", "e.g., Trader Joe's groceries", "text")
+fieldAmount = FormControl("Amount ($)", inputAmount)
+inputAmount = Input("amount", "0.00", "number")
+fieldCategory = FormControl("Category", selectCategory)
+selectCategory = Select("category", [catOptHousing, catOptFood, catOptTransport, catOptEntertainment, catOptUtilities, catOptHealthcare, catOptOther], "Choose category")
+catOptHousing = SelectItem("housing", "Housing")
+catOptFood = SelectItem("food", "Food & Groceries")
+catOptTransport = SelectItem("transport", "Transport")
+catOptEntertainment = SelectItem("entertainment", "Entertainment")
+catOptUtilities = SelectItem("utilities", "Utilities")
+catOptHealthcare = SelectItem("healthcare", "Healthcare")
+catOptOther = SelectItem("other", "Other")
+fieldDate = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single")
+formButtons = Buttons([submitExpenseBtn, cancelExpenseBtn])
+submitExpenseBtn = Button("Add expense", null, "primary")
+cancelExpenseBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..c60e15c8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r2.txt
@@ -0,0 +1,70 @@
+root = Card([header, controlsCard, budgetOverviewCard, categoryCard, largestExpenseCallout, largestExpenseCard, addExpenseCard, followUpBlock], "card", "column", "l")
+header = CardHeader("Personal Budget Check", "April 2026 • Keep your spending on track")
+controlsCard = Card([controlsHeader, monthButtons, monthForm], "sunk", "column", "m")
+controlsHeader = TextContent("📅 Viewing: April 2026 — Switch month to review past spending", "large-heavy")
+monthButtons = Buttons([btnMar, btnApr, btnMay, btnJun], "row")
+btnMar = Button("Mar 2026", null, "secondary")
+btnApr = Button("Apr 2026", null, "primary")
+btnMay = Button("May 2026", null, "secondary")
+btnJun = Button("Jun 2026", null, "secondary")
+monthForm = Form("month-picker", monthFormButtons, [monthField])
+monthField = FormControl("Or choose a different month", monthSelect, "Quickly jump to any month in the last 6 months")
+monthSelect = Select("month", [optJan, optFeb, optMar, optApr, optMay, optJun], "Select month")
+optJan = SelectItem("2026-01", "January 2026")
+optFeb = SelectItem("2026-02", "February 2026")
+optMar = SelectItem("2026-03", "March 2026")
+optApr = SelectItem("2026-04", "April 2026")
+optMay = SelectItem("2026-05", "May 2026")
+optJun = SelectItem("2026-06", "June 2026")
+monthFormButtons = Buttons([viewMonthBtn])
+viewMonthBtn = Button("View Month")
+budgetOverviewCard = Card([budgetOverviewHeader, budgetProgress, budgetStatsTable, budgetCallout], "card", "column", "m")
+budgetOverviewHeader = CardHeader("Budget vs. Spent", "Total spent this month against your $3,500 budget")
+budgetProgress = Progress(78, "78% used — $2,730 spent of $3,500")
+budgetStatsTable = Table([statLabel, statValue])
+statLabel = Col("Metric", ["Budget", "Spent", "Remaining", "Daily Avg (30 days)", "Days Left"])
+statValue = Col("Amount", ["$3,500.00", "$2,730.00", "$770.00", "$91.00", "6 days"])
+budgetCallout = Callout("info", "On track", "You've spent 78% with 20% of the month left. $770 remaining keeps you under budget if daily spend stays below $128.")
+categoryCard = Card([categoryHeader, categoryVisualRow], "card", "column", "m")
+categoryHeader = CardHeader("Spending Split by Category", "Where your $2,730 went in April")
+categoryVisualRow = Card([categoryPie, categoryTable], "clear", "row", "m")
+categoryPie = PieChart(["Housing", "Food & Dining", "Transportation", "Shopping", "Entertainment", "Utilities", "Health"], [1100, 520, 310, 285, 240, 175, 100], "donut", "circular")
+categoryTable = Table([catLabel, catAmount, catPercent])
+catLabel = Col("Category", ["Housing", "Food & Dining", "Transportation", "Shopping", "Entertainment", "Utilities", "Health"])
+catAmount = Col("Amount", ["$1,100.00", "$520.00", "$310.00", "$285.00", "$240.00", "$175.00", "$100.00"])
+catPercent = Col("Share", ["40.3%", "19.0%", "11.4%", "10.4%", "8.8%", "6.4%", "3.7%"])
+largestExpenseCallout = Callout("warning", "Largest Expense Highlighted", "Rent — $1,100.00 on Apr 01 • Housing • 40.3% of total monthly spend. This single payment is 1.4x your next largest category.")
+largestExpenseCard = Card([largestHeader, largestDetails, largestTable], "card", "column", "m")
+largestHeader = TextContent("🏠 Single Largest Expense — Don't miss it", "large-heavy")
+largestDetails = TextContent("Rent dominates April. Paid on April 1st via bank transfer to Maple Grove Apartments. This is a fixed recurring cost — consider if housing is still within your 30-40% target.", "default")
+largestTable = Table([largestColItem, largestColAmount, largestColDate, largestColCategory])
+largestColItem = Col("Expense", ["Rent — Maple Grove Apartments"])
+largestColAmount = Col("Amount", ["$1,100.00"])
+largestColDate = Col("Date", ["2026-04-01"])
+largestColCategory = Col("Category", ["Housing"])
+addExpenseCard = Card([addExpenseHeader, addExpenseForm], "card", "column", "m")
+addExpenseHeader = CardHeader("Add New Expense", "Log a purchase to update your budget instantly")
+addExpenseForm = Form("add-expense", addExpenseButtons, [descField, amountField, categoryField, dateField])
+descField = FormControl("Description", descInput, "e.g., Grocery run, Gas, Dinner with friends")
+descInput = Input("description", "What did you spend on?", "text")
+amountField = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [catOptHousing, catOptFood, catOptTransport, catOptShopping, catOptEntertainment, catOptUtilities, catOptHealth, catOptOther], "Select category")
+catOptHousing = SelectItem("housing", "Housing")
+catOptFood = SelectItem("food", "Food & Dining")
+catOptTransport = SelectItem("transport", "Transportation")
+catOptShopping = SelectItem("shopping", "Shopping")
+catOptEntertainment = SelectItem("entertainment", "Entertainment")
+catOptUtilities = SelectItem("utilities", "Utilities")
+catOptHealth = SelectItem("health", "Health")
+catOptOther = SelectItem("other", "Other")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("expense_date", "single")
+addExpenseButtons = Buttons([addBtn, clearBtn])
+addBtn = Button("Add Expense", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show me March vs April comparison")
+followUp2 = FollowUpItem("Set a lower budget for next month")
+followUp3 = FollowUpItem("Export April expenses as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..b3715b4a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r3.txt
@@ -0,0 +1,55 @@
+root = Card([header, monthTabs, budgetCard, separator1, categoryCard, largestCard, separator2, addExpenseCard], "card", "column", "l")
+header = CardHeader("Personal Budget Check", "August 2026  •  Stay on top of your spending")
+monthTabs = Tabs([tabAug, tabJul, tabJun])
+tabAug = TabItem("aug", "August 2026", [tabAugText])
+tabAugText = TextContent("Showing: **$2,840 spent** of $3,500 budget (81%). 7 transactions this month.", "small")
+tabJul = TabItem("jul", "July 2026", [tabJulText])
+tabJulText = TextContent("July: **$3,120 spent** of $3,500 budget (89%) — over on Dining Out and Shopping.", "small")
+tabJun = TabItem("jun", "June 2026", [tabJunText])
+tabJunText = TextContent("June: **$2,650 spent** of $3,500 budget (76%) — under budget, $850 remaining.", "small")
+budgetCard = Card([budgetHeading, budgetProgress, budgetSummary, budgetTable], "sunk", "column", "m")
+budgetHeading = Heading("1. Total spent vs. budget", "h3")
+budgetProgress = Progress(81, "81% of budget used")
+budgetSummary = TextContent("**$2,840** spent of **$3,500** budget  •  **$660 remaining**  •  13 days left in month", "large")
+budgetTable = Table([budgetColMetric, budgetColValue, budgetColStatus])
+budgetColMetric = Col("Metric", ["Budget", "Spent", "Remaining", "Daily avg. so far"])
+budgetColValue = Col("Amount", ["$3,500.00", "$2,840.00", "$660.00", "$151.89"])
+budgetColStatus = Col("Status", ["Limit", "81% used", "19% left", "On track"])
+separator1 = Separator("horizontal", true)
+categoryCard = Card([categoryHeading, categoryDesc, categoryPie, categoryTable], "sunk", "column", "m")
+categoryHeading = Heading("2. Spending split by category", "h3")
+categoryDesc = TextContent("Where your money went this month — Housing is your biggest category.", "small")
+categoryPie = PieChart(["Housing", "Groceries", "Dining Out", "Transport", "Entertainment", "Utilities", "Shopping"], [1200, 480, 320, 285, 210, 195, 150], "donut", "circular")
+categoryTable = Table([catColCategory, catColAmount, catColShare])
+catColCategory = Col("Category", ["Housing", "Groceries", "Dining Out", "Transport", "Entertainment", "Utilities", "Shopping"])
+catColAmount = Col("Amount", ["$1,200", "$480", "$320", "$285", "$210", "$195", "$150"])
+catColShare = Col("Share", ["42.3%", "16.9%", "11.3%", "10.0%", "7.4%", "6.9%", "5.3%"])
+largestCard = Card([largestHeading, largestCallout, largestList], "card", "column", "m")
+largestHeading = Heading("3. Largest expense highlighted", "h3")
+largestCallout = Callout("warning", "Largest expense: Rent — $1,200", "Aug 01 • Housing • Paid to Maple Apartments via auto-pay. This single transaction is 42.3% of all spending this month.")
+largestList = ListBlock([largestItem], "number")
+largestItem = ListItem("Maple Apartments — Rent", "$1,200.00  •  Aug 01, 2026  •  Housing  •  Recurring monthly", null, "View receipt")
+separator2 = Separator("horizontal", true)
+addExpenseCard = Card([addHeading, addDesc, addExpenseForm], "clear", "column", "m")
+addHeading = Heading("Add a new expense", "h3")
+addDesc = TextContent("Quickly log a purchase. It will update your total and category split instantly.", "small")
+addExpenseForm = Form("add-expense", formButtons, [fieldDesc, fieldAmount, fieldCategory, fieldDate])
+fieldDesc = FormControl("Description", inputDesc, "e.g., Trader Joe's, Gas, Netflix")
+inputDesc = Input("description", "What did you spend on?", "text")
+fieldAmount = FormControl("Amount ($)", inputAmount)
+inputAmount = Input("amount", "0.00", "number")
+fieldCategory = FormControl("Category", selectCategory)
+selectCategory = Select("category", [catOptHousing, catOptGroceries, catOptDining, catOptTransport, catOptEntertainment, catOptUtilities, catOptShopping, catOptOther], "Choose category")
+catOptHousing = SelectItem("housing", "Housing")
+catOptGroceries = SelectItem("groceries", "Groceries")
+catOptDining = SelectItem("dining", "Dining Out")
+catOptTransport = SelectItem("transport", "Transport")
+catOptEntertainment = SelectItem("entertainment", "Entertainment")
+catOptUtilities = SelectItem("utilities", "Utilities")
+catOptShopping = SelectItem("shopping", "Shopping")
+catOptOther = SelectItem("other", "Other")
+fieldDate = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single")
+formButtons = Buttons([btnAdd, btnCancel], "row")
+btnAdd = Button("Add expense", null, "primary")
+btnCancel = Button("Clear", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..aaaea1d46
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-budget__r4.txt
@@ -0,0 +1,85 @@
+root = Card([header, monthControlCard, overviewRow, splitSection, largestSection, recentSection, addSection, followUps], "card", "column", "l")
+header = CardHeader("Personal Budget Check", "May 2026 • All spending in one view")
+monthControlCard = Card([monthControlHeader, monthForm, monthQuickButtons], "sunk", "column", "m")
+monthControlHeader = TextContent("4. Look at a different month — Currently viewing: May 2026", "small-heavy")
+monthForm = Form("month-switcher", monthFormButtons, [monthSelectField])
+monthSelectField = FormControl("Switch month", monthSelect, "Pick any month to instantly refresh totals, categories and largest expense")
+monthSelect = Select("month", [optJan, optFeb, optMar, optApr, optMay, optJun], "Select month", null, "2026-05")
+optJan = SelectItem("2026-01", "January 2026")
+optFeb = SelectItem("2026-02", "February 2026")
+optMar = SelectItem("2026-03", "March 2026")
+optApr = SelectItem("2026-04", "April 2026")
+optMay = SelectItem("2026-05", "May 2026 — Current")
+optJun = SelectItem("2026-06", "June 2026 — Forecast")
+monthFormButtons = Buttons([loadBtn])
+loadBtn = Button("View month", null, "primary")
+monthQuickButtons = Buttons([prevBtn, nextBtn, ytdBtn])
+prevBtn = Button("← April", null, "secondary")
+nextBtn = Button("June →", null, "secondary")
+ytdBtn = Button("YTD Summary", null, "tertiary")
+overviewRow = Card([overviewHeader, budgetStats, progressBudget, budgetCallout], "card", "column", "m")
+overviewHeader = Heading("1. Total spent this month against budget", "h3")
+budgetStats = Table([statLabel, statValue, statStatus])
+statLabel = Col("Metric", ["Monthly Budget", "Total Spent", "Remaining", "Days Left"])
+statValue = Col("Amount", ["$3,500.00", "$2,847.00", "$653.00", "13 days"])
+statStatus = Col("Status", ["100%", "81.3% used", "18.7% left", "$50.23 / day left"])
+progressBudget = Progress(81, "81% of $3,500 budget used — $653 remaining")
+budgetCallout = Callout("warning", "On track — pacing to $3,420", "You've spent $2,847 through May 18. Daily average is $91.84. At this pace you'll finish just under budget. 3 categories are over 80% of their limit.")
+splitSection = Card([splitHeader, splitDesc, categoryPie, splitTable], "card", "column", "m")
+splitHeader = Heading("2. Spending split by category", "h3")
+splitDesc = TextContent("Where your $2,847 went — 8 categories. Housing is your biggest driver at 38.6%.", "small")
+categoryPie = PieChart(["Housing", "Groceries", "Dining Out", "Transport", "Shopping", "Utilities", "Entertainment", "Health"], [1100, 385, 210, 285, 432, 195, 165, 75], "donut", "circular")
+splitTable = Table([catLabel, catAmount, catShare, catBudget])
+catLabel = Col("Category", ["Housing", "Shopping", "Groceries", "Transport", "Dining Out", "Utilities", "Entertainment", "Health"])
+catAmount = Col("Spent", ["$1,100.00", "$432.00", "$385.00", "$285.00", "$210.00", "$195.00", "$165.00", "$75.00"])
+catShare = Col("Share", ["38.6%", "15.2%", "13.5%", "10.0%", "7.4%", "6.8%", "5.8%", "2.6%"])
+catBudget = Col("vs Limit", ["92% of $1,200", "108% of $400", "77% of $500", "71% of $400", "70% of $300", "78% of $250", "55% of $300", "50% of $150"])
+largestSection = Card([largestHeader, largestCallout, largestDetail], "card", "column", "m")
+largestHeader = Heading("3. Single largest expense highlighted", "h3")
+largestCallout = Callout("info", "Largest single expense: Rent Payment — $1,100.00", "May 1, 2026 • Housing • Recurring monthly • 38.6% of all spending this month")
+largestDetail = Card([largestDetailText, largestMeta, largestBadgeRow, largestActionRow], "sunk", "column", "m")
+largestDetailText = TextContent("Apartment rent — 1BR on Maple Ave. Paid via autopay to Cedar Properties. This one transaction is larger than your next 3 categories combined (Shopping + Groceries + Transport = $1,102).", "default")
+largestMeta = Table([metaLabel, metaValue])
+metaLabel = Col("Detail", ["Amount", "Date", "Category", "Payment Method"])
+metaValue = Col("Value", ["$1,100.00", "May 1, 2026", "Housing", "Autopay • Checking **4582"])
+largestBadgeRow = TagBlock(["38.6% of total", "Recurring", "Fixed cost"])
+largestActionRow = Buttons([viewReceiptBtn, setAlertBtn])
+viewReceiptBtn = Button("View receipt", null, "secondary")
+setAlertBtn = Button("Set alert if > $1,100", null, "tertiary")
+recentSection = Card([recentHeader, recentDesc, recentTable], "clear", "column", "m")
+recentHeader = Heading("Recent transactions — May 2026", "h4")
+recentDesc = TextContent("Top 6 transactions this month sorted by amount — largest at top", "small")
+recentTable = Table([recentDescCol, recentCatCol, recentDateCol, recentAmtCol])
+recentDescCol = Col("Description", ["Rent Payment", "Grocery — Whole Foods", "New Headphones", "Car Insurance", "Dinner — Sushi Bar", "Electric Bill"])
+recentCatCol = Col("Category", ["Housing", "Groceries", "Shopping", "Transport", "Dining Out", "Utilities"])
+recentDateCol = Col("Date", ["May 01", "May 12", "May 09", "May 05", "May 14", "May 07"])
+recentAmtCol = Col("Amount", ["$1,100.00", "$142.30", "$249.00", "$185.00", "$68.50", "$112.40"])
+addSection = Card([addHeader, addDesc, addForm], "card", "column", "m")
+addHeader = Heading("5. Add a new expense", "h3")
+addDesc = TextContent("Add it below and totals, categories and largest expense update instantly.", "small")
+addForm = Form("add-expense", addFormButtons, [addDescField, addAmountField, addCategoryField, addDateField, addNoteField])
+addDescField = FormControl("Description", addDescInput, "e.g. Gas, Lunch, Pharmacy")
+addDescInput = Input("description", "What did you pay for?", "text", null, "")
+addAmountField = FormControl("Amount ($)", addAmountInput, "Enter amount to the cent")
+addAmountInput = Input("amount", "0.00", "number", null, "")
+addCategoryField = FormControl("Category", addCategorySelect)
+addCategorySelect = Select("category", [catOptHousing, catOptGroceries, catOptDining, catOptTransport, catOptShopping, catOptUtilities, catOptEntertainment, catOptHealth], "Choose category")
+catOptHousing = SelectItem("housing", "Housing")
+catOptGroceries = SelectItem("groceries", "Groceries")
+catOptDining = SelectItem("dining", "Dining Out")
+catOptTransport = SelectItem("transport", "Transport")
+catOptShopping = SelectItem("shopping", "Shopping")
+catOptUtilities = SelectItem("utilities", "Utilities")
+catOptEntertainment = SelectItem("entertainment", "Entertainment")
+catOptHealth = SelectItem("health", "Health")
+addDateField = FormControl("Date", addDatePicker, "Defaults to today")
+addDatePicker = DatePicker("date", "single", null, [])
+addNoteField = FormControl("Note (optional)", addNoteInput)
+addNoteInput = TextArea("note", "Add a note or receipt ID...", 2, null, "")
+addFormButtons = Buttons([addExpenseBtn, clearBtn])
+addExpenseBtn = Button("Add expense", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUps = FollowUpBlock([tip1, tip2, tip3])
+tip1 = FollowUpItem("Show me April vs May comparison")
+tip2 = FollowUpItem("Why is Shopping over budget?")
+tip3 = FollowUpItem("Set a $3,000 budget for June")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..2880d69e9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r1.txt
@@ -0,0 +1,36 @@
+root = Card([header, heroImage, specialCallout, filterCard, menuTabs, hoursCard, footerNote], "card", "column", "l", "stretch", "start")
+header = CardHeader("The Daily Grind — Cafe Menu", "Freshly brewed • Baked daily • Neighborhood favourite since 2018")
+heroImage = ImageBlock("https://picsum.photos/seed/cafehero/1200/400", "Cozy cafe interior with coffee and pastries")
+specialCallout = Callout("success", "Today's Special — Maple Cinnamon Cold Brew + Avocado Toast", "Single-origin cold brew infused with maple & cinnamon, paired with sourdough avocado toast with chili flakes & poached egg. Together for $12.50 — today only! Save $3.00")
+filterCard = Card([filterHeader, filterDesc, vegSwitchGroup, vegLegend, vegHint], "sunk", "column", "s", "stretch", "start")
+filterHeader = Heading("Dietary Preferences", "h3")
+filterDesc = TextContent("Looking for meat-free options? Toggle below to highlight vegetarian items across the menu. Items marked 🌱 are vegetarian.", "small")
+vegSwitchGroup = SwitchGroup("diet-filter", [vegSwitch], "card")
+vegSwitch = SwitchItem("Show vegetarian only", "Filters both Drinks & Food to 🌱 items only", "vegetarian_only", false)
+vegLegend = TagBlock(["🌱 Vegetarian", "🥩 Contains meat / fish"])
+vegHint = TextCallout("info", "How it works", "When 'Show vegetarian only' is on, only rows marked 🌱 in the Diet column are shown. All drinks are vegetarian except where noted.")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksHeader, drinksTable, drinksFootnote])
+drinksHeader = CardHeader("Drinks", "Hot • Iced • Blended — Oat, soy & almond milk +$0.50")
+drinksTable = Table([drinkNameCol, drinkSizeCol, drinkPriceCol, drinkDietCol])
+drinkNameCol = Col("Item", ["Espresso", "Americano", "Cappuccino", "Latte", "Mocha", "Maple Cinnamon Cold Brew ★", "Chai Latte", "Matcha Latte", "Fresh Orange Juice"])
+drinkSizeCol = Col("Size", ["Single / Double", "12oz", "12oz", "12oz / 16oz", "12oz / 16oz", "16oz", "12oz / 16oz", "12oz / 16oz", "12oz"])
+drinkPriceCol = Col("Price", ["$3.50 / $4.50", "$4.00", "$5.00", "$5.00 / $5.75", "$5.50 / $6.25", "$6.00", "$5.25 / $6.00", "$5.75 / $6.50", "$4.50"])
+drinkDietCol = Col("Diet", ["🌱", "🌱", "🌱", "🌱", "🌱", "🌱", "🌱", "🌱", "🌱"])
+drinksFootnote = TextContent("★ Today's special drink — also available as part of the $12.50 combo. All drinks vegetarian.", "small")
+foodTab = TabItem("food", "Food", [foodHeader, foodTable, foodFootnote])
+foodHeader = CardHeader("Food", "Baked fresh this morning • Served until 3pm")
+foodTable = Table([foodNameCol, foodPriceCol, foodDietCol])
+foodNameCol = Col("Item", ["Avocado Toast ★", "Veggie Panini", "Quinoa Power Bowl", "Margherita Flatbread", "Croissant (butter)", "Blueberry Muffin", "Chicken Pesto Sandwich", "Smoked Salmon Bagel", "Soup of the Day — Tomato Basil"])
+foodPriceCol = Col("Price", ["$9.50", "$10.00", "$11.00", "$10.50", "$3.75", "$3.50", "$11.50", "$12.00", "$7.00"])
+foodDietCol = Col("Diet", ["🌱", "🌱", "🌱", "🌱", "🌱", "🌱", "🥩", "🥩", "🌱"])
+foodFootnote = TextContent("🌱 = Vegetarian. Toggle 'Show vegetarian only' to view only 🌱 items. Vegan options: Quinoa Bowl & Soup.", "small")
+hoursCard = Card([hoursHeader, hoursTable, hoursCallout, hoursSeparator, hoursNote], "sunk", "column", "m", "stretch", "start")
+hoursHeader = Heading("Opening Hours", "h3")
+hoursTable = Table([dayCol, timeCol])
+dayCol = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"])
+timeCol = Col("Hours", ["7:00 AM – 4:00 PM", "7:00 AM – 4:00 PM", "7:00 AM – 4:00 PM", "7:00 AM – 6:00 PM", "7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"])
+hoursCallout = TextCallout("neutral", "Find us", "123 Brew Lane, Downtown • (555) 248-0193 • Kitchen closes 30 mins before closing")
+hoursSeparator = Separator("horizontal", true)
+hoursNote = TextContent("Extended hours Thu–Fri for late lattes. Happy hour 3–5pm: $1 off all drinks.", "small")
+footerNote = TextContent("Prices include tax. Ask your barista about allergens. 🌱 Vegetarian items clearly marked — use the toggle above to filter.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..3a44cffef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, heroRow, specialCallout, filterCard, menuTabs, hoursCard, footerNote], "card", "column", "l", "stretch", "start")
+header = CardHeader("Milo & Bean Cafe", "Artisan coffee • Fresh bakes • 123 Market St, Downtown — Dine-in & Takeaway")
+heroRow = Card([heroImage, heroText], "clear", "row", "m", "center", "between", true)
+heroImage = ImageBlock("https://picsum.photos/seed/cafemenu/800/500", "Cozy cafe interior with coffee and pastries")
+heroText = TextContent("Free Wi-Fi • Pet-friendly patio • Order at counter", "small")
+specialCallout = Callout("success", "Today's Special — Harvest Combo $8.50", "Pumpkin Spice Oat Latte + Warm Almond Croissant. House-made pumpkin syrup, double shot, oat milk. Vegetarian 🌱. Save $2.25 vs regular — served until 3pm only!")
+filterCard = Card([filterHeader, filterControls, vegLegend], "sunk", "column", "s", "stretch", "start")
+filterHeader = TextContent("**Find your favorites** — Use the toggle to show vegetarian items only", "small-heavy")
+filterControls = SwitchGroup("diet-filter", [vegSwitch], "sunk")
+vegSwitch = SwitchItem("Show vegetarian items only", "Highlights all 🌱 V-tagged drinks & dishes and dims others", "veg_only", false)
+vegLegend = TagBlock(["🌱 Vegetarian", "🥛 Contains dairy", "🌾 Gluten-free option available"])
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksIntro, drinksTable, drinksNote])
+drinksIntro = TextContent("All coffees available decaf. Oat / almond / soy +$0.50. Extra shot +$0.75. 🌱 = Vegetarian", "small")
+drinksTable = Table([drinkItemCol, drinkDescCol, drinkPriceCol, drinkTagCol])
+drinkItemCol = Col("Drink", ["Espresso", "Americano", "Flat White", "Cappuccino", "Oat Milk Latte", "Mocha", "Cold Brew", "Matcha Latte", "Chai Latte", "Fresh Orange Juice"])
+drinkDescCol = Col("Details", ["Double shot", "Espresso + hot water", "Velvety microfoam", "Cocoa-dusted foam", "Espresso + steamed oat milk", "Espresso + chocolate + milk", "12-hour steep, over ice", "Ceremonial grade, lightly sweet", "Spiced black tea + steamed milk", "Cold-pressed daily"])
+drinkPriceCol = Col("Price", ["$3.50", "$4.00", "$4.75", "$4.75", "$5.25", "$5.50", "$4.50", "$5.25", "$5.00", "$4.25"])
+drinkTagCol = Col("Tag", ["", "", "", "", "🌱 V", "", "🌱 V", "🌱 V", "🌱 V", "🌱 V"])
+drinksNote = TextCallout("neutral", "Barista tip", "Today's Pumpkin Spice Oat Latte is $5.00 when paired with any food item.")
+foodTab = TabItem("food", "Food", [foodIntro, foodTable, foodNote])
+foodIntro = TextContent("Kitchen open 7:30am–3:00pm. Sandwiches served with side salad. 🌱 = Vegetarian", "small")
+foodTable = Table([foodItemCol, foodDescCol, foodPriceCol, foodTagCol])
+foodItemCol = Col("Dish", ["Avocado Toast", "Veggie Breakfast Burrito", "Bacon & Egg Roll", "Smoked Salmon Bagel", "Margherita Panini", "Chicken Pesto Panini", "Quinoa Power Bowl", "Caesar Salad", "Tomato Basil Soup", "Almond Croissant", "Banana Bread"])
+foodDescCol = Col("Details", ["Sourdough, cherry tomato, feta, seeds", "Eggs, black beans, peppers, salsa", "Bacon, fried egg, brioche", "Cream cheese, capers, dill, lemon", "Mozzarella, tomato, basil pesto", "Grilled chicken, pesto, sun-dried tomato", "Quinoa, kale, chickpeas, avocado, tahini", "Romaine, parmesan, croutons (+chicken $3)", "Creamy, basil oil, sourdough slice", "Butter pastry, almond frangipane", "Walnut, cinnamon, house-baked"])
+foodPriceCol = Col("Price", ["$9.50", "$11.00", "$9.00", "$12.50", "$10.50", "$12.00", "$13.50", "$11.00", "$7.50", "$4.50", "$4.00"])
+foodTagCol = Col("Tag", ["🌱 V", "🌱 V", "", "", "🌱 V", "", "🌱 V", "", "🌱 V", "🌱 V", "🌱 V"])
+foodNote = TextCallout("success", "Vegetarian picks", "Toggle 'Show vegetarian items only' above to instantly highlight all 🌱 dishes in both menus.")
+hoursCard = Card([hoursHeader, hoursTable, hoursCallout], "card", "column", "m", "stretch", "start")
+hoursHeader = CardHeader("Opening Hours", "123 Market St — Takeaway & dine-in")
+hoursTable = Table([dayCol, hoursCol, notesCol])
+dayCol = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"])
+hoursCol = Col("Hours", ["7:00 – 17:00", "7:00 – 17:00", "7:00 – 17:00", "7:00 – 18:00", "7:00 – 18:00", "8:00 – 18:00", "8:00 – 16:00"])
+notesCol = Col("Notes", ["Kitchen till 15:00", "Kitchen till 15:00", "Kitchen till 15:00", "Late brew till 17:30", "Late brew till 17:30", "Brunch 8–14:00", "Brunch 8–14:00"])
+hoursCallout = TextCallout("info", "Holiday hours", "Public holidays: 8am–3pm. Follow @miloandbean for updates.")
+footerNote = TextContent("Prices include tax. Please inform staff of allergies. 🌱 Vegetarian = no meat/fish, may contain dairy/eggs.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..6aa156ac4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r3.txt
@@ -0,0 +1,35 @@
+root = Card([header, special, filterCard, sep1, drinksHeader, drinksTable, drinksLegend, sep2, foodHeader, foodTable, foodLegend, sep3, hoursCard, footerActions], "card", "column", "l")
+header = CardHeader("The Daily Grind — Cafe Menu", "123 Brew Street · Order at counter · Free Wi-Fi · Takeaway available")
+special = Callout("info", "⭐ Today's Special: Maple Cinnamon Latte — $6.50", "Double shot espresso + oat milk + house-made maple cinnamon syrup, topped with whipped cream & candied pecans. Available until 3pm — ask your barista!")
+filterCard = Card([filterTitle, vegSwitchGroup, filterHint], "sunk", "column", "s", "stretch", "start")
+filterTitle = TextContent("🌿 Dietary Preference", "small-heavy")
+vegSwitchGroup = SwitchGroup("menu-filter", [vegSwitch], "clear")
+vegSwitch = SwitchItem("Show vegetarian items only", "When on, only 🌿 items are highlighted — hides chicken & salmon dishes", "veg_only", false)
+filterHint = TextContent("Look for 🌿 in the Veg column. Toggle above to filter the menu instantly.", "small")
+sep1 = Separator("horizontal", true)
+drinksHeader = Heading("☕ Drinks", "h2")
+drinksTable = Table([drinkNameCol, drinkDescCol, drinkPriceCol, drinkVegCol])
+drinkNameCol = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Latte", "Maple Cinnamon Latte ⭐", "Cold Brew", "Matcha Latte", "Hot Chocolate"])
+drinkDescCol = Col("Details", ["Single shot, rich & bold", "Espresso + hot water", "Espresso, steamed milk, foam", "Espresso + steamed milk", "Today's special · oat milk · pecans", "12hr steeped, over ice", "Ceremonial matcha, oat milk", "Belgian chocolate, whipped cream"])
+drinkPriceCol = Col("Price", ["$3.00", "$3.50", "$4.50", "$5.00", "$6.50", "$4.75", "$5.25", "$4.00"])
+drinkVegCol = Col("Veg", ["🌿", "🌿", "🌿", "🌿", "🌿", "🌿", "🌿", "🌿"])
+drinksLegend = TagBlock(["All drinks are vegetarian 🌿", "⭐ = Today's Special"])
+sep2 = Separator("horizontal", true)
+foodHeader = Heading("🥐 Food & Bakery", "h2")
+foodTable = Table([foodNameCol, foodDescCol, foodPriceCol, foodVegCol])
+foodNameCol = Col("Item", ["Avocado Toast", "Caprese Panini", "Quinoa Power Bowl", "Tomato Basil Soup", "Vegan Banana Bread", "Almond Croissant", "Chicken Pesto Panini", "Smoked Salmon Bagel"])
+foodDescCol = Col("Details", ["Sourdough, poached egg, chili flakes", "Mozzarella, tomato, basil pesto", "Roasted veg, feta, lemon tahini", "With sourdough bread", "House-baked, walnuts", "Frangipane filling", "Grilled chicken, pesto, provolone", "Cream cheese, capers, dill"])
+foodPriceCol = Col("Price", ["$9.50", "$10.50", "$13.00", "$7.50", "$4.50", "$4.75", "$12.50", "$14.00"])
+foodVegCol = Col("Veg", ["🌿 Yes", "🌿 Yes", "🌿 Yes", "🌿 Yes", "🌿 Yes", "🌿 Yes", "—", "—"])
+foodLegend = TagBlock(["🌿 Yes = Vegetarian", "— = Contains meat / fish", "Toggle above to show 🌿 only"])
+sep3 = Separator("horizontal", true)
+hoursCard = Card([hoursHeader, hoursTable, hoursNote], "sunk", "column", "m")
+hoursHeader = Heading("🕒 Opening Hours", "h3")
+hoursTable = Table([dayCol, timeCol, noteCol])
+dayCol = Col("Day", ["Monday – Friday", "Saturday", "Sunday"])
+timeCol = Col("Open", ["7:00 AM – 7:00 PM", "8:00 AM – 6:00 PM", "8:00 AM – 4:00 PM"])
+noteCol = Col("Note", ["Kitchen closes 6:30 PM", "Brunch menu till 3 PM", "Pastries till sold out"])
+hoursNote = TextCallout("neutral", "Good to know", "Last coffee order 15 mins before close. Indoor & patio seating. Dogs welcome outside.")
+footerActions = Buttons([orderBtn, viewVegBtn])
+orderBtn = Button("Order at Counter", null, "primary")
+viewVegBtn = Button("Show Vegetarian Menu 🌿", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..58e7e6f71
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-cafe__r4.txt
@@ -0,0 +1,33 @@
+root = Card([header, specialCallout, filterCard, menuTabs, hoursCard, footer], "card", "column", "l")
+header = CardHeader("Sunrise Cafe", "5th & Elm • Freshly brewed & baked daily • Order at the counter")
+specialCallout = Callout("success", "Today's Special — Maple Pecan French Toast — $13.50", "Thick-cut brioche with maple glaze, toasted pecans & whipped mascarpone. Served until 2pm. Vegetarian 🌱 • Chef's pick!")
+filterCard = Card([filterHeader, filterSwitchGroup, filterButtons, filterHelp], "sunk", "column", "s", "start", "start")
+filterHeader = TextContent("Find what you like faster", "small-heavy")
+filterSwitchGroup = SwitchGroup("diet-filter", [vegSwitch], "sunk")
+vegSwitch = SwitchItem("Show vegetarian only 🌱", "Highlights vegetarian items in drinks & food below", "veg_only", false)
+filterButtons = Buttons([showVegBtn, showAllBtn], "row")
+showVegBtn = Button("Show vegetarian only 🌱", null, "primary")
+showAllBtn = Button("Show all items", null, "secondary")
+filterHelp = TextContent("Toggle or tap above to filter. Look for 🌱 = Vegetarian and ★ = Today's Special", "small")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksIntro, drinksTable, drinksLegend])
+drinksIntro = TextContent("All espresso drinks available as 12oz / 16oz • Oat, soy & almond milk +$0.75 • Extra shot +$0.75", "small")
+drinksTable = Table([drinkNameCol, drinkDetailCol, drinkPriceCol])
+drinkNameCol = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Latte", "Mocha", "Cold Brew", "Matcha Latte 🌱", "Chai Latte 🌱", "Turmeric Latte 🌱", "Fresh Orange Juice 🌱", "Hot Chocolate 🌱"])
+drinkDetailCol = Col("Details", ["Double shot", "Espresso + hot water", "Espresso + steamed milk + foam", "Espresso + steamed milk", "Espresso + chocolate + milk", "Slow-steeped 18h, over ice", "Ceremonial grade + oat milk", "Spiced black tea + steamed milk", "Ginger, turmeric & cinnamon", "Cold-pressed daily", "Belgian chocolate + marshmallow"])
+drinkPriceCol = Col("Price", ["$3.50 / $4.00", "$4.00 / $4.75", "$4.75", "$5.00", "$5.50", "$4.75 / $5.50", "$5.25", "$5.00", "$5.25", "$4.50", "$4.75"])
+drinksLegend = TagBlock(["🌱 = Vegetarian", "12oz / 16oz where shown"])
+foodTab = TabItem("food", "Food", [foodIntro, foodTable, foodLegend])
+foodIntro = TextContent("Kitchen open 7am – 3pm • Add avocado +$2.00 • Add bacon +$2.50 • Sourdough baked in-house", "small")
+foodTable = Table([foodNameCol, foodDetailCol, foodPriceCol])
+foodNameCol = Col("Food", ["Avocado Toast 🌱", "Maple Pecan French Toast ★ 🌱", "Mediterranean Bowl 🌱", "Caprese Panini 🌱", "Breakfast Burrito", "Chicken & Pesto Panini", "Smoked Salmon Bagel", "Soup of the Day 🌱", "Almond Croissant 🌱", "Banana Bread 🌱"])
+foodDetailCol = Col("Details", ["Sourdough, chili flakes, poached egg", "TODAY'S SPECIAL — brioche, maple, pecans, mascarpone", "Quinoa, hummus, feta, olives, greens", "Mozzarella, tomato, basil, balsamic", "Eggs, black beans, cheese, salsa, tortilla", "Grilled chicken, pesto, sun-dried tomato", "Cream cheese, capers, dill, rye", "Tomato basil — with sourdough", "Butter croissant, almond frangipane", "Walnut, honey, served warm"])
+foodPriceCol = Col("Price", ["$11.00", "$13.50", "$12.50", "$11.50", "$12.00", "$13.00", "$14.00", "$7.00", "$4.75", "$4.25"])
+foodLegend = TagBlock(["🌱 = Vegetarian", "★ = Today's Special", "Ask staff for vegan / gluten-free options"])
+hoursCard = Card([hoursHeader, hoursTable, hoursNote], "sunk", "column", "s")
+hoursHeader = CardHeader("Opening Hours", "Find us at 5th & Elm — takeaway & dine-in")
+hoursTable = Table([dayCol, timeCol])
+dayCol = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"])
+timeCol = Col("Hours", ["7am – 4pm", "7am – 4pm", "7am – 4pm", "7am – 5pm", "7am – 5pm", "8am – 5pm", "8am – 3pm"])
+hoursNote = TextContent("Kitchen serves food until 3pm daily • Drinks served until close • Wi-Fi: Sunrise_Guest", "small")
+footer = TextContent("All prices include tax • Please inform staff of allergies • 🌱 Vegetarian items highlighted when filter is on", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-course__r1.txt
new file mode 100644
index 000000000..4e0eb0065
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-course__r1.txt
@@ -0,0 +1,37 @@
+root = Card([header, progressCard, nextLessonCard, modulesCard, ratingCard, continueCard, footerNote], "clear", "column", "l", "stretch", "start")
+header = CardHeader("Product Design Fundamentals: From Idea to Prototype", "Instructor: Dr. Maya Chen — Senior Product Designer, Figma • 6.5 hours • 16 lessons • Certificate included")
+progressCard = Card([progressHeading, progressBar, progressStats, progressTags], "sunk", "column", "s", "stretch", "start")
+progressHeading = Heading("Your progress", "h3")
+progressBar = Progress(68, "68% complete")
+progressStats = TextContent("**11 of 16 lessons completed** • 3.2 hours watched • ~2.1 hours remaining • Last activity: 2 hours ago", "small")
+progressTags = TagBlock(["68% Overall", "Streak: 5 days", "On track to finish in 6 days"])
+nextLessonCard = Card([nextCallout, nextDetail, nextMeta, nextActions], "card", "column", "m", "stretch", "start")
+nextCallout = Callout("info", "Up next — Lesson 3.4: Interactive Prototyping in Figma", "Module 3 • 18 minutes • Hands-on exercise + downloadable Figma file • Continue exactly where you left off")
+nextDetail = TextContent("In this lesson you'll turn static frames into a clickable prototype with Smart Animate, interactive components, and a shareable preview link. Includes a 5-min practice challenge.", "small")
+nextMeta = TagBlock(["▶ Video + Exercise", "Beginner-friendly", "Resume at 0:00"])
+nextActions = Buttons([continueBtn, viewSyllabusBtn])
+continueBtn = Button("▶ Continue learning — Resume Lesson 3.4", null, "primary", "normal", "large")
+viewSyllabusBtn = Button("View full syllabus", null, "secondary")
+modulesCard = Card([modulesHeader, modulesTable, modulesChart, modulesHint], "card", "column", "m", "stretch", "start")
+modulesHeader = Heading("Modules", "h3")
+modulesTable = Table([colModule, colLessons, colStatus, colCompletion])
+colModule = Col("Module", ["1. Design Foundations", "2. User Research Essentials", "3. Prototyping & Interaction", "4. Testing & Handoff"])
+colLessons = Col("Lessons", ["4 / 4", "4 / 4", "3 / 5", "0 / 3"])
+colStatus = Col("Status", ["✓ Completed", "✓ Completed", "● In progress", "○ Not started"])
+colCompletion = Col("Completion", ["100%", "100%", "60%", "0%"])
+modulesChart = HorizontalBarChart(["M1 Foundations", "M2 Research", "M3 Prototyping", "M4 Testing"], [modulesSeries], "grouped", "Completion %", "")
+modulesSeries = Series("Progress", [100, 100, 60, 0])
+modulesHint = TextContent("Module 3 is in progress. Complete Lesson 3.4 and 3.5 to unlock the Module 3 project review.", "small")
+ratingCard = Card([ratingHeaderRow, ratingSummary, ratingChart, ratingFooter], "sunk", "column", "s", "stretch", "start")
+ratingHeaderRow = Heading("Average learner rating", "h3")
+ratingSummary = TextContent("**4.7 ★ out of 5.0**  —  from **2,438 learners**  •  96% would recommend", "large")
+ratingChart = HorizontalBarChart(["5 ★", "4 ★", "3 ★", "2 ★", "1 ★"], [ratingSeries], "stacked", "% of ratings", "")
+ratingSeries = Series("Ratings", [68, 24, 5, 2, 1])
+ratingFooter = TextContent("Highest rated for “practical exercises” and “clear explanations” • Last updated 2 weeks ago • 412 reviews in last 30 days", "small")
+continueCard = Card([continueHeading, continueText, continueButtons], "card", "column", "s", "stretch", "start")
+continueHeading = Heading("Ready to continue?", "h4")
+continueText = TextContent("You're making great progress. Resume Lesson 3.4 to keep your 5-day streak going.", "small")
+continueButtons = Buttons([continuePrimaryBtn, goToModulesBtn])
+continuePrimaryBtn = Button("Continue learning", null, "primary", "normal", "large")
+goToModulesBtn = Button("Go to Module 3", null, "secondary")
+footerNote = TextContent("Need help? Message Dr. Maya Chen or visit the Q&A forum • Course support responds within 24h", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-course__r2.txt
new file mode 100644
index 000000000..c46665e64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-course__r2.txt
@@ -0,0 +1,44 @@
+root = Card([header, instructorBlock, progressHeading, progressBar, progressStats, separatorA, nextLessonCallout, continueButtons, separatorB, modulesHeading, modulesTable, modulesAccordion, separatorC, ratingHeading, ratingSummary, ratingChart, ratingNote], "card", "column", "l")
+header = CardHeader("Advanced Product Design: From Research to Prototype", "Course Home  •  26 lessons  •  18.5 hours  •  Certificate on completion")
+instructorBlock = Card([avatar, instructorDetails, instructorTags], "sunk", "row", "m", "center", "start", true)
+avatar = Avatar("https://picsum.photos/seed/mayachen/200/200", "Dr. Maya Chen", "MC")
+instructorDetails = TextContent("**Instructor: Dr. Maya Chen**  •  Senior Product Designer, Figma (ex-IDEO)  •  12+ years leading research-driven product teams  •  47,000+ learners", "small")
+instructorTags = TagBlock(["Intermediate", "12 Weeks", "Self-paced", "Updated Jan 2026"])
+progressHeading = Heading("Your Progress", "h3")
+progressBar = Progress(68, "68% complete — 18 of 26 lessons finished • ~6 hours remaining")
+progressStats = Table([colStat, colValue])
+colStat = Col("Overview", ["Completed", "In Progress", "Remaining", "Current streak"])
+colValue = Col("Details", ["18 lessons", "Module 4 — 45%", "8 lessons", "5 days 🔥"])
+separatorA = Separator("horizontal", true)
+nextLessonCallout = Callout("info", "Up Next: Lesson 4.3 — Prototyping with Figma Auto Layout", "Module 4: Prototyping & Interaction Design • 18 min video + hands-on exercise • Last activity: 2 hours ago. Pick up where you left off to stay on track for your weekly goal.")
+continueButtons = Buttons([continueBtn, syllabusBtn], "row")
+continueBtn = Button("▶ Continue Lesson 4.3", null, "primary", "normal", "large")
+syllabusBtn = Button("View Full Syllabus", null, "secondary", "normal", "medium")
+separatorB = Separator("horizontal", true)
+modulesHeading = Heading("Course Modules", "h3")
+modulesTable = Table([colModule, colStatus, colLessons, colCompletion])
+colModule = Col("Module", ["1. Foundations of User Research", "2. Synthesis & Insights", "3. Ideation & Concept Development", "4. Prototyping & Interaction Design", "5. Usability Testing & Iteration", "6. Design Systems & Handoff"])
+colStatus = Col("Status", ["✓ Completed", "✓ Completed", "✓ Completed", "● In Progress", "○ Not Started", "○ Not Started"])
+colLessons = Col("Lessons", ["4 / 4", "5 / 5", "4 / 4", "2 / 6", "0 / 4", "0 / 3"])
+colCompletion = Col("Completion", ["100%", "100%", "100%", "45%", "0%", "0%"])
+modulesAccordion = SectionBlock([sec1, sec2, sec3, sec4, sec5, sec6], true)
+sec1 = SectionItem("m1", "Module 1 — Foundations of User Research ✓", [sec1Text])
+sec1Text = TextContent("4 lessons • 2.5 hrs • Completed Jan 12 • Includes: Interview techniques, survey design, field studies, research plan template", "small")
+sec2 = SectionItem("m2", "Module 2 — Synthesis & Insights ✓", [sec2Text])
+sec2Text = TextContent("5 lessons • 3 hrs • Completed Jan 24 • Includes: Affinity mapping, journey maps, insight framing, peer review exercise", "small")
+sec3 = SectionItem("m3", "Module 3 — Ideation & Concept Development ✓", [sec3Text])
+sec3Text = TextContent("4 lessons • 2.8 hrs • Completed Feb 02 • Includes: Crazy 8s, storyboarding, concept scoring, final concept presentation", "small")
+sec4 = SectionItem("m4", "Module 4 — Prototyping & Interaction Design ● Current", [sec4Text])
+sec4Text = TextContent("**Lesson 4.1** ✓ Intro to Interactive Prototypes (14 min)  •  **Lesson 4.2** ✓ Component Variants & States (22 min)  •  **Lesson 4.3** → Prototyping with Auto Layout (18 min) — NEXT  •  Lesson 4.4 Micro-interactions (16 min)  •  Lesson 4.5 Prototype Review Lab (30 min)  •  Lesson 4.6 Project: Build Your Prototype", "small")
+sec5 = SectionItem("m5", "Module 5 — Usability Testing & Iteration ○ Locked", [sec5Text])
+sec5Text = TextContent("4 lessons • 3.2 hrs • Unlocks after Module 4 • Moderated tests, unmoderated tools, analyzing results, iteration planning", "small")
+sec6 = SectionItem("m6", "Module 6 — Design Systems & Handoff ○ Locked", [sec6Text])
+sec6Text = TextContent("3 lessons • 2.5 hrs • Final module • Tokens, documentation, developer handoff, portfolio case study", "small")
+separatorC = Separator("horizontal", true)
+ratingHeading = Heading("Learner Feedback", "h3")
+ratingSummary = Card([ratingStars, ratingDetails], "sunk", "row", "l", "center", "between", true)
+ratingStars = TextContent("**4.7** ★★★★★  •  Average Rating", "large-heavy")
+ratingDetails = TextContent("Based on **2,847 ratings**  •  94% completion rate  •  #1 in Product Design this month", "small")
+ratingChart = HorizontalBarChart(["5 ★", "4 ★", "3 ★", "2 ★", "1 ★"], [ratingSeries], "grouped", "% of ratings", "")
+ratingSeries = Series("Ratings", [72, 18, 6, 3, 1])
+ratingNote = TextContent("Learners highlight: “Practical projects” • “Clear Figma demos” • “Actionable feedback” — Most recent review: *“Maya’s prototyping module finally made Auto Layout click for me!”* — 2 days ago", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-course__r3.txt
new file mode 100644
index 000000000..264fc7549
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-course__r3.txt
@@ -0,0 +1,49 @@
+root = Card([headerCard, progressCard, nextLessonCallout, nextLessonCard, modulesHeader, modulesTable, modulesProgressGroup, ratingCard, footerActions], "card", "column", "l")
+headerCard = Card([headerMain, headerMeta], "sunk", "column", "m")
+headerMain = CardHeader("Product Design Fundamentals: From Idea to Prototype", "with Dr. Maya Chen — Senior Product Designer, ex-Figma & Airbnb")
+headerMeta = Card([avatarRow, tagRow], "clear", "row", "m", "center", "between", true)
+avatarRow = Card([avatar, instructorText], "clear", "row", "s", "center", "start")
+avatar = Avatar(null, "Dr. Maya Chen", "MC")
+instructorText = TextContent("**Dr. Maya Chen** • 12 years in product • 45k+ learners", "small")
+tagRow = TagBlock(["Bestseller", "Certificate Included", "Updated May 2026"])
+progressCard = Card([progressHeader, progressBar, progressStats], "sunk", "column", "m")
+progressHeader = Heading("Your Progress", "h3")
+progressBar = Progress(68, "68% complete — 14 of 21 lessons")
+progressStats = TextContent("9.5 hours remaining • 3 modules to go • Last activity: Yesterday at 8:42 PM", "small")
+nextLessonCallout = Callout("info", "Continue where you left off", "You're in Module 3 — just 2 lessons left to finish Wireframing & Information Architecture.")
+nextLessonCard = Card([nextLessonLeft, nextLessonRight], "card", "row", "l", "center", "between", true)
+nextLessonLeft = Card([nextLessonHeading, nextLessonTitle, nextLessonMeta, nextLessonDesc], "clear", "column", "s")
+nextLessonHeading = Badge("NEXT LESSON • MODULE 3", "secondary")
+nextLessonTitle = Heading("Wireframing Low-Fidelity Layouts", "h3")
+nextLessonMeta = TextContent("Lesson 4 of 5 • 18 min video + Figma exercise • Project file included", "small")
+nextLessonDesc = TextContent("Translate user flows into clean, testable wireframes. You'll build a 3-screen flow for the course project app — picking up right after 'Mapping User Flows'.", "small")
+nextLessonRight = Card([lessonPreview, continueButtons], "clear", "column", "s", "center", "center")
+lessonPreview = ImageBlock("https://picsum.photos/seed/wireframe/400/240", "Preview of low-fidelity wireframes")
+continueButtons = Buttons([continueBtn, previewBtn], "column")
+continueBtn = Button("▶ Continue Learning", null, "primary", "normal", "large")
+previewBtn = Button("View Lesson Details", null, "secondary")
+modulesHeader = Heading("Course Modules", "h2")
+modulesTable = Table([modNameCol, modStatusCol, modLessonsCol, modProgressCol])
+modNameCol = Col("Module", ["1. Foundations of Design Thinking", "2. User Research & Empathy Mapping", "3. Wireframing & Information Architecture", "4. Prototyping in Figma", "5. Usability Testing & Iteration"])
+modStatusCol = Col("Status", ["Completed", "Completed", "In Progress", "Locked", "Locked"])
+modLessonsCol = Col("Lessons", ["4/4", "5/5", "3/5", "0/6", "0/2"])
+modProgressCol = Col("Progress", ["100%", "100%", "60%", "0%", "0%"])
+modulesProgressGroup = Card([mp1, mp2, mp3, mp4, mp5], "clear", "column", "s")
+mp1 = Progress(100, "Module 1 — Foundations • Completed")
+mp2 = Progress(100, "Module 2 — User Research • Completed")
+mp3 = Progress(60, "Module 3 — Wireframing & IA • In Progress")
+mp4 = Progress(0, "Module 4 — Prototyping • Not started")
+mp5 = Progress(0, "Module 5 — Testing & Iteration • Not started")
+ratingCard = Card([ratingHeaderRow, ratingMain, ratingChart, ratingQuote], "sunk", "column", "m")
+ratingHeaderRow = Heading("What learners say", "h3")
+ratingMain = Card([ratingScore, ratingDetails], "clear", "row", "l", "center", "start", true)
+ratingScore = TextContent("**4.7** ★★★★★", "large-heavy")
+ratingDetails = TextContent("Average rating • **2,847 reviews** • 94% would recommend • #1 in Design category", "small")
+ratingChart = HorizontalBarChart(["5 stars", "4 stars", "3 stars", "2 stars", "1 star"], [ratingSeries], "stacked", "Reviews", "")
+ratingSeries = Series("Reviews", [2140, 512, 128, 42, 25])
+ratingQuote = Blockquote("The most practical design course I've taken — the wireframing module alone leveled up my portfolio.", "— Alex R., Product Designer at Spotify")
+footerActions = Card([footerText, footerButtons], "clear", "row", "m", "center", "between", true)
+footerText = TextContent("Ready to keep going? Your progress is saved automatically.", "small")
+footerButtons = Buttons([footerContinue, footerSyllabus])
+footerContinue = Button("Continue Learning →", null, "primary")
+footerSyllabus = Button("Full Syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-course__r4.txt
new file mode 100644
index 000000000..c84cc4aa4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-course__r4.txt
@@ -0,0 +1,37 @@
+root = Card([header, instructorRow, progressCard, modulesHeader, modulesList, nextLessonCallout, bottomRow, continueActions], "card", "column", "l")
+header = CardHeader("Advanced Product Design: From Research to Prototype", "12-week certificate track • 25 lessons • 18.5 hours • Last active 2 hours ago")
+instructorRow = Card([avatar, instructorInfo, levelBadge], "clear", "row", "m", "center", "between", false)
+avatar = Avatar("https://picsum.photos/seed/instructor/200/200", "Dr. Maya Chen", "MC")
+instructorInfo = TextContent("**Instructor: Dr. Maya Chen** — Design Lead, ex-Airbnb • 4.9 instructor rating • Office hours Tue/Thu", "small")
+levelBadge = Badge("Intermediate", "secondary")
+progressCard = Card([progressHeader, progressBar, progressStatsRow], "sunk", "column", "m")
+progressHeader = TextContent("Overall Progress", "small-heavy")
+progressBar = Progress(68, "68% complete — 17 of 25 lessons finished")
+progressStatsRow = Card([stat1, stat2, stat3], "clear", "row", "m", "center", "between", false)
+stat1 = TextContent("**17** done", "small")
+stat2 = TextContent("**8** remaining", "small")
+stat3 = TextContent("**8h 42m** left • On track for Sep 12", "small")
+modulesHeader = Heading("Course Modules", "h3")
+modulesList = ListBlock([mod1, mod2, mod3, mod4, mod5])
+mod1 = ListItem("01 — Foundations of UX Research", "4/4 lessons • Completed • 1h 20m", null, "✓ Done")
+mod2 = ListItem("02 — Ideation & User Flows", "5/5 lessons • Completed • 2h 10m", null, "✓ Done")
+mod3 = ListItem("03 — Wireframing & Low-Fi Prototyping", "3/5 lessons • In Progress — 60% • 45m left in module", null, "Resume")
+mod4 = ListItem("04 — High-Fidelity Prototyping with Figma", "0/6 lessons • Up Next • 3h 45m • Starts with Lesson 12", null, "Start")
+mod5 = ListItem("05 — Usability Testing & Iteration", "0/5 lessons • Locked — Complete Module 4 to unlock", null, "Locked")
+nextLessonCallout = Callout("info", "Next Lesson: Lesson 12 — Building Interactive Components in Figma", "Module 4 • 22 min video + hands-on exercise • Auto-layout, variants & prototyping triggers • Continue where you left off in Module 3")
+bottomRow = Card([ratingCard, detailCard], "clear", "row", "l", "stretch", "between", false)
+ratingCard = Card([ratingTitle, ratingStars, ratingCount, ratingChart], "sunk", "column", "m")
+ratingTitle = TextContent("Average Learner Rating", "small-heavy")
+ratingStars = TextContent("★★★★★  **4.8 / 5.0**", "large-heavy")
+ratingCount = TextContent("Based on 2,847 verified ratings • 96% would recommend", "small")
+ratingChart = HorizontalBarChart(["5★", "4★", "3★", "2★", "1★"], [distSeries], "stacked", "learners", "")
+distSeries = Series("Ratings", [2310, 412, 89, 24, 12])
+detailCard = Card([detailTitle, detailList], "sunk", "column", "m")
+detailTitle = TextContent("Course at a Glance", "small-heavy")
+detailList = ListBlock([d1, d2, d3])
+d1 = ListItem("Your Pace", "3.2 lessons / week • Ahead of schedule")
+d2 = ListItem("Certificate", "68% to completion • Shareable on LinkedIn")
+d3 = ListItem("Support", "Q&A + Mentor review within 24h")
+continueActions = Buttons([continueBtn, syllabusBtn], "row")
+continueBtn = Button("▶ Continue Learning — Resume Lesson 12", null, "primary", "normal", "large")
+syllabusBtn = Button("View Full Syllabus", null, "secondary", "normal", "medium")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-event__r1.txt
new file mode 100644
index 000000000..f29727c6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-event__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, heroImage, countdownCard, separator1, agendaHeader, agendaTable, separator2, speakersHeader, speakersList, separator3, ticketsHeader, ticketsTable, ticketsCallout, separator4, registerHeader, registerForm, footerText], "card", "column", "l")
+header = CardHeader("FutureStack Summit 2026", "September 12–13, 2026 · Moscone Center, San Francisco · 9:00 AM – 6:00 PM PT")
+heroImage = ImageBlock("https://picsum.photos/seed/futurestack2026/1200/500", "FutureStack Summit stage and audience at Moscone Center")
+countdownCard = Card([countdownBadge, countdownText, countdownProgress], "sunk", "column", "s")
+countdownBadge = Badge("25 days remaining", "default")
+countdownText = TextContent("Doors open September 12, 2026 at 9:00 AM PT — Early bird pricing ends in 5 days. Join 1,200+ builders at Moscone Center.", "large-heavy")
+countdownProgress = Progress(72, "72% tickets claimed · 25 days to go")
+separator1 = Separator("horizontal", true)
+agendaHeader = CardHeader("Agenda — Day 1, Friday Sep 12", "All times PT · Main Stage + 3 Breakout Tracks · Doors open 8:30 AM")
+agendaTable = Table([agendaTimeCol, agendaSessionCol, agendaTrackCol])
+agendaTimeCol = Col("Time", ["09:00 AM", "10:30 AM", "11:00 AM", "12:30 PM", "02:00 PM", "03:30 PM", "04:30 PM"])
+agendaSessionCol = Col("Session", ["Opening Keynote: The AI Stack Ahead", "Coffee & Networking Break", "Building with LLMs at Scale", "Lunch & Expo Hall", "Panel: Ethics, Governance & Safety", "Hands-On Workshops (3 tracks)", "Closing Fireside: Founders Unfiltered"])
+agendaTrackCol = Col("Speaker / Track", ["Dr. Maya Chen, Verto", "—", "James Okoro, Linear", "—", "Priya Nair (Moderator)", "Engineering / Product / Research", "Alex Rivera & Sam Kim"])
+separator2 = Separator("horizontal", true)
+speakersHeader = CardHeader("Speakers", "4 featured speakers — tap to see full bios on site")
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4, speaker5], "image")
+speaker1 = ListItem("Dr. Maya Chen", "CEO at Verto — Pioneer in AI infrastructure, ex-Stanford HAI.", ["https://picsum.photos/seed/maya/200/200"])
+speaker2 = ListItem("James Okoro", "Staff Engineer @ Linear — Scaled LLM platform to 50M users.", ["https://picsum.photos/seed/james/200/200"])
+speaker3 = ListItem("Priya Nair", "Tech Policy Lead — Author of 'Responsible AI' and advisor to EU AI Act.", ["https://picsum.photos/seed/priya/200/200"])
+speaker4 = ListItem("Alex Rivera", "Founder, StackForge — Raised $200M Series C for dev-tools unicorn.", ["https://picsum.photos/seed/alex/200/200"])
+speaker5 = ListItem("Sam Kim", "CPO, Nimbus — Built design systems used by 10M+ developers.", ["https://picsum.photos/seed/sam/200/200"])
+separator3 = Separator("horizontal", true)
+ticketsHeader = CardHeader("Ticket Tiers", "All tickets include recordings · Early bird saves up to $150 until Aug 23")
+ticketsTable = Table([ticketsTierCol, ticketsPriceCol, ticketsPerksCol])
+ticketsTierCol = Col("Tier", ["Starter", "Builder", "VIP All-Access"])
+ticketsPriceCol = Col("Price", ["$299", "$449", "$799"])
+ticketsPerksCol = Col("Includes", ["All talks + recordings + expo", "Starter + workshops, lunch & networking", "Everything + backstage, lounge & 1:1 mentoring"])
+ticketsCallout = Callout("warning", "Early bird ends in 5 days", "Starter at $299 goes to $399 on Aug 24. Builder and VIP also increase by $100.")
+separator4 = Separator("horizontal", true)
+registerHeader = CardHeader("Register", "Secure your seat — takes 30 seconds. Ticket sent by email.")
+registerForm = Form("registration", formButtons, [registerNameField, registerEmailField, registerTierField])
+registerNameField = FormControl("Full name", registerNameInput)
+registerNameInput = Input("name", "Jane Doe", "text")
+registerEmailField = FormControl("Email address", registerEmailInput, "Your ticket and receipt will be sent here")
+registerEmailInput = Input("email", "jane@company.com", "email")
+registerTierField = FormControl("Choose tier", registerTierSelect)
+registerTierSelect = Select("tier", [tierStarter, tierBuilder, tierVip], "Select a tier")
+tierStarter = SelectItem("starter", "Starter — $299")
+tierBuilder = SelectItem("builder", "Builder — $449 (Most Popular)")
+tierVip = SelectItem("vip", "VIP All-Access — $799")
+formButtons = Buttons([registerBtn, clearBtn], "row")
+registerBtn = Button("Reserve my seat", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+footerText = TextContent("Venue: Moscone Center, 747 Howard St, San Francisco, CA 94103 · Questions? hello@futurestack.io · Refunds available until Aug 30", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-event__r2.txt
new file mode 100644
index 000000000..c0034a1ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-event__r2.txt
@@ -0,0 +1,53 @@
+root = Card([headerCard, countdownCard, heroImage, agendaCard, speakersCard, ticketsCard, registerCard, footer], "card", "column", "l")
+headerCard = Card([header, headerBadges], "card", "column", "m")
+header = CardHeader("FutureStack Summit 2026", "October 14–15, 2026  •  Moscone Center, San Francisco  •  9:00 AM – 6:00 PM PDT")
+headerBadges = TagBlock(["2 Days • 40+ Sessions", "1,200 Attendees Expected", "Moscone Center — Hall F"])
+countdownCard = Card([countdownCallout, countdownProgress], "sunk", "column", "m")
+countdownCallout = Callout("info", "57 days remaining", "Doors open October 14, 2026 at 9:00 AM PDT. Early Bird pricing closes in 12 days — save $200.")
+countdownProgress = Progress(72, "72% of Early Bird tickets claimed • 57 days to go")
+heroImage = ImageBlock("https://picsum.photos/seed/futurestack2026/1200/520", "Wide shot of Moscone Center keynote hall with stage lights")
+agendaCard = Card([agendaHeading, agendaSub, agendaTable], "card", "column", "m")
+agendaHeading = Heading("Agenda — Day 1 • October 14", "h2")
+agendaSub = TextContent("All times PDT. Day 2 workshops run 9:00 AM – 4:00 PM with separate track sign-up at check-in.", "small")
+agendaTable = Table([agendaTimeCol, agendaSessionCol, agendaStageCol, agendaSpeakerCol])
+agendaTimeCol = Col("Time", ["09:00 – 09:45", "10:00 – 10:45", "11:00 – 12:00", "12:00 – 13:30", "13:30 – 14:15", "14:30 – 15:30", "15:45 – 16:30", "16:45 – 17:30"])
+agendaSessionCol = Col("Session", ["Opening Keynote: The Stack Ahead", "AI Infra at Scale", "Panel: Shipping with Generative AI", "Lunch + Expo & Demos", "The Edge is the New Cloud", "Breakout: Choose Your Track", "Founder Stories: Zero to 10M Users", "Closing Keynote + Networking Mixer"])
+agendaStageCol = Col("Stage", ["Main Hall", "Main Hall", "Main Hall", "Expo Floor", "Main Hall", "A / B / C", "Main Hall", "Main Hall"])
+agendaSpeakerCol = Col("Speaker", ["Maya Chen", "David Park", "Maya Chen + Guests", "—", "Priya Nair", "All Speakers", "James Okoro", "Sofia Reyes"])
+speakersCard = Card([speakersHeading, speakersSub, speakersList], "card", "column", "m")
+speakersHeading = Heading("Featured Speakers", "h2")
+speakersSub = TextContent("Curated builders and researchers — each bringing one sharp perspective.", "small")
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4, speaker5], "image")
+speaker1 = ListItem("Maya Chen — CEO, FutureStack Labs", "Opening keynote on the next decade of composable infrastructure.", ["https://picsum.photos/seed/maya/200/200"])
+speaker2 = ListItem("David Park — CTO, Vertex Systems", "How Vertex serves 40M inference requests per day on 30% less compute.", ["https://picsum.photos/seed/david/200/200"])
+speaker3 = ListItem("Priya Nair — VP Engineering, Nebula", "Designing edge-native apps that feel instant everywhere.", ["https://picsum.photos/seed/priya/200/200"])
+speaker4 = ListItem("James Okoro — Founder, Relay", "Bootstrapped to 10M users — lessons on focus, pricing and staying small.", ["https://picsum.photos/seed/james/200/200"])
+speaker5 = ListItem("Sofia Reyes — Research Lead, Open Systems Lab", "Closing keynote: responsible AI that ships — governance without slowing down.", ["https://picsum.photos/seed/sofia/200/200"])
+ticketsCard = Card([ticketsHeading, ticketsSub, ticketsTable, ticketsNote], "card", "column", "m")
+ticketsHeading = Heading("Ticket Tiers", "h2")
+ticketsSub = TextContent("All tickets include Day 1 + Day 2 access, recordings, and lunch. Early Bird ends Sept 1.", "small")
+ticketsTable = Table([tierCol, priceCol, accessCol, seatsCol])
+tierCol = Col("Tier", ["Early Bird", "Standard", "VIP", "Team (4 passes)"])
+priceCol = Col("Price", ["$349", "$549", "$899", "$1,799"])
+accessCol = Col("Includes", ["General admission + recordings", "General admission + recordings + workshop", "Front-row + lounge + workshop + dinner", "Standard x4 — save $397"])
+seatsCol = Col("Availability", ["72% claimed", "On sale", "Limited — 48 left", "On sale"])
+ticketsNote = TextCallout("neutral", "Need an invoice or group discount?", "VIP and Team tickets include priority check-in at Moscone West. Email hello@futurestack.dev for PO or 8+ groups.")
+registerCard = Card([registerHeading, registerSub, registerForm], "sunk", "column", "m")
+registerHeading = Heading("Register for FutureStack Summit 2026", "h2")
+registerSub = TextContent("Secure your spot in 30 seconds. Confirmation and venue details sent instantly by email.", "small")
+registerForm = Form("register", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Alex Rivera", "text", ["required"])
+emailField = FormControl("Work email", emailInput, "Your ticket and receipt will be sent here")
+emailInput = Input("email", "alex@company.com", "email", ["required"])
+tierField = FormControl("Choose ticket tier", tierSelect)
+tierSelect = Select("tier", [tierEarly, tierStandard, tierVIP, tierTeam], "Select a tier")
+tierEarly = SelectItem("early", "Early Bird — $349")
+tierStandard = SelectItem("standard", "Standard — $549")
+tierVIP = SelectItem("vip", "VIP — $899")
+tierTeam = SelectItem("team", "Team (4) — $1,799")
+formButtons = Buttons([submitBtn, infoBtn], "row")
+submitBtn = Button("Complete Registration", null, "primary")
+infoBtn = Button("Download Brochure", null, "secondary")
+footer = Card([footerText], "clear", "column", "xs")
+footerText = TextContent("Moscone Center, 747 Howard St, San Francisco, CA 94103 • Questions? hello@futurestack.dev • October 14–15, 2026", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-event__r3.txt
new file mode 100644
index 000000000..32a9e5aea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-event__r3.txt
@@ -0,0 +1,65 @@
+root = Card([hero, countdownCard, separator1, agendaHeader, agendaDesc, agendaTabs, speakersHeader, speakersSub, speakersList, ticketsHeader, ticketsTable, ticketsCallout, registerHeader, registerForm, separator2, footerActions], "card", "column", "l")
+hero = Card([heroImage, heroHeader, heroMeta, heroTags], "clear", "column", "m")
+heroImage = ImageBlock("https://picsum.photos/seed/futurefront/1200/500", "FutureFront 2026 main stage at Moscone Center")
+heroHeader = CardHeader("FutureFront 2026", "The Product & AI Summit — Where Builders Shape What's Next")
+heroMeta = TextContent("📅 November 14–15, 2026  •  📍 Moscone Center West, San Francisco  •  🕘 9:00 AM – 6:00 PM PST", "large")
+heroTags = TagBlock(["2 Days", "3 Stages", "40+ Sessions", "1,200 Attendees"])
+countdownCard = Card([countdownHeading, daysBig, daysSub, progressBar, countdownNote], "sunk", "column", "s")
+countdownHeading = CardHeader("Days Until FutureFront 2026", "Countdown live — doors open Nov 14 at 9:00 AM PST")
+daysBig = TextContent("⏳ 88 days remaining", "large-heavy")
+daysSub = TextContent("Early bird pricing ends in 12 days • 340 seats left at current tier", "small")
+progressBar = Progress(71, "71% of tickets claimed")
+countdownNote = TextContent("Join 1,200 product leaders, engineers, and designers for two days of keynotes, workshops, and hands-on demos.", "small")
+separator1 = Separator("horizontal", true)
+agendaHeader = Heading("Agenda", "h2")
+agendaDesc = TextContent("All sessions on Level 2, Moscone West. Doors open 30 minutes before first talk. Every ticket includes recordings.", "small")
+agendaTabs = Tabs([day1Tab, day2Tab])
+day1Tab = TabItem("day1", "Day 1 — Nov 14", [agendaTable])
+agendaTable = Table([colTime, colSession, colTrack, colSpeaker])
+colTime = Col("Time", ["09:00 – 09:45", "10:00 – 10:45", "11:00 – 11:30", "11:30 – 12:15", "12:15 – 13:30", "13:30 – 14:15", "14:30 – 15:15", "15:30 – 16:15", "16:30 – 17:00"])
+colSession = Col("Session", ["Opening Keynote: Products That Think", "The AI Stack in Production", "Coffee & Demos", "Designing for Trust in AI", "Networking Lunch", "Panel: From Prototype to Scale", "Workshop: Prompt to Product", "Fireside: The Next 10 Years", "Closing + Mixer"])
+colTrack = Col("Track", ["Keynote", "Engineering", "Break", "Design", "Break", "Leadership", "Hands-on", "Vision", "Community"])
+colSpeaker = Col("Speaker", ["Maya Chen", "David Park", "—", "Sofia Reyes", "—", "Panel (4)", "Alex Kim", "Dr. James Okoro", "All Hosts"])
+day2Tab = TabItem("day2", "Day 2 — Nov 15", [agendaTable2])
+agendaTable2 = Table([colTime2, colSession2, colTrack2, colSpeaker2])
+colTime2 = Col("Time", ["09:00 – 09:45", "10:00 – 10:45", "11:00 – 11:30", "11:30 – 12:15", "12:15 – 13:30", "13:30 – 14:30", "14:45 – 15:30", "15:45 – 16:30"])
+colSession2 = Col("Session", ["Keynote: The Product-Led AI Company", "Case Study: Shipping with Guardrails", "Break", "Workshop: Eval Frameworks That Work", "Lunch & Office Hours", "Panel: Hiring for AI-Native Teams", "Demo Derby: 8 Startups, 5 Min Each", "Closing Keynote + Awards"])
+colTrack2 = Col("Track", ["Keynote", "Engineering", "Break", "Hands-on", "Break", "Leadership", "Showcase", "Keynote"])
+colSpeaker2 = Col("Speaker", ["Priya Nair", "David Park + Maya Chen", "—", "Alex Kim", "—", "Panel (5)", "Founders Live", "Sofia Reyes"])
+speakersHeader = Heading("Featured Speakers", "h2")
+speakersSub = TextContent("Six voices, one sharp lesson each — tap to see their talk.", "small")
+speakersList = ListBlock([sp1, sp2, sp3, sp4, sp5, sp6], "image")
+sp1 = ListItem("Maya Chen", "CEO, Flux Labs — Shipping AI products users actually trust", ["https://picsum.photos/seed/maya/200/200"], "View talk")
+sp2 = ListItem("David Park", "Staff Engineer, Vercel — Running LLMs in production at scale", ["https://picsum.photos/seed/david/200/200"], "View talk")
+sp3 = ListItem("Sofia Reyes", "Head of Design, Linear — Designing human-centered AI interfaces", ["https://picsum.photos/seed/sofia/200/200"], "View talk")
+sp4 = ListItem("Alex Kim", "Founder, PromptWorks — Turning prompts into shipped features", ["https://picsum.photos/seed/alex/200/200"], "View talk")
+sp5 = ListItem("Dr. James Okoro", "Research Lead, DeepMind — What's next after transformers", ["https://picsum.photos/seed/james/200/200"], "View talk")
+sp6 = ListItem("Priya Nair", "VP Product, Notion — Scaling product teams in the AI era", ["https://picsum.photos/seed/priya/200/200"], "View talk")
+ticketsHeader = Heading("Ticket Tiers", "h2")
+ticketsTable = Table([tierCol, priceCol, includesCol, ctaCol])
+tierCol = Col("Tier", ["Explorer Pass", "Builder Pass", "Founder Pass"])
+priceCol = Col("Price", ["$299", "$599", "$999"])
+includesCol = Col("Includes", ["All talks + recordings", "All talks + workshops + lunch + recordings", "All access + VIP dinner + 1:1 mentoring + front-row"])
+ctaCol = Col("Availability", ["Selling fast", "Most popular ★", "Limited — 50 left"])
+ticketsCallout = Callout("info", "Early Bird Ends Sept 1", "Save $100 on Builder & Founder passes before September 1. Price rises automatically at checkout.")
+registerHeader = CardHeader("Reserve Your Seat", "Register in 30 seconds — ticket and schedule sent instantly to your email")
+registerForm = Form("register", registerButtons, [nameField, emailField, ticketField, newsletterField])
+nameField = FormControl("Full name", nameInput, "As it should appear on your badge")
+nameInput = Input("name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Work email", emailInput, "Your ticket confirmation will be sent here")
+emailInput = Input("email", "alex@company.com", "email", ["required", "email"])
+ticketField = FormControl("Choose your tier", ticketSelect)
+ticketSelect = Select("ticket_tier", [tierExplorer, tierBuilder, tierFounder], "Select a pass", ["required"])
+tierExplorer = SelectItem("explorer", "Explorer Pass — $299")
+tierBuilder = SelectItem("builder", "Builder Pass — $599 (Most Popular)")
+tierFounder = SelectItem("founder", "Founder Pass — $999")
+newsletterField = FormControl("Stay updated", newsletterCheck)
+newsletterCheck = CheckBoxGroup("updates", [newsletterItem])
+newsletterItem = CheckBoxItem("Send me agenda updates and speaker announcements", "No spam, unsubscribe anytime", "updates_optin", true)
+registerButtons = Buttons([registerBtn, secondaryBtn])
+registerBtn = Button("Complete Registration", null, "primary")
+secondaryBtn = Button("View Venue Map", null, "secondary")
+separator2 = Separator("horizontal", true)
+footerActions = Buttons([contactBtn, codeBtn])
+contactBtn = Button("Contact Organizers", null, "secondary")
+codeBtn = Button("Code of Conduct", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-event__r4.txt
new file mode 100644
index 000000000..bc7090e18
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-event__r4.txt
@@ -0,0 +1,50 @@
+root = Card([header, heroImage, countdownCard, separator1, agendaHeader, agendaTable, speakersHeader, speakersList, ticketsHeader, ticketTable, ticketCallout, separator2, registerHeader, registerForm, footerText], "card", "column", "l")
+header = CardHeader("FutureStack Summit 2026", "September 12–13, 2026 • Moscone Center West, 747 Howard St, San Francisco • 2 Days • 40+ Sessions")
+heroImage = ImageBlock("https://picsum.photos/seed/futurestack2026/1200/520", "Main stage at FutureStack Summit with audience")
+countdownCard = Card([countdownBadge, countdownDays, countdownSub, countdownProgress, countdownCallout], "sunk", "column", "s")
+countdownBadge = Badge("25 days to go", "secondary")
+countdownDays = TextContent("25 days remaining — doors open Sep 12, 9:00 AM PDT", "large-heavy")
+countdownSub = TextContent("Today is Aug 18 • Venue: Moscone Center West, San Francisco • Early-bird ends Sep 1", "small")
+countdownProgress = Progress(72, "72% of seats claimed — early-bird closing soon")
+countdownCallout = Callout("info", "Early-bird saves $300", "Register in the next 14 days to lock Pro at $649 instead of $949. All tickets include recordings.")
+separator1 = Separator("horizontal", true)
+agendaHeader = CardHeader("Agenda — Day 1, Saturday Sep 12", "All times PDT • Doors 8:30 AM • Main Stage + Builder Labs")
+agendaTable = Table([agendaTimeCol, agendaSessionCol, agendaSpeakerCol, agendaLocationCol])
+agendaTimeCol = Col("Time", ["09:00 – 09:45", "10:00 – 10:45", "11:00 – 11:45", "12:00 – 13:00", "13:00 – 13:45", "14:00 – 14:45", "15:00 – 15:45", "16:00 – 17:00"])
+agendaSessionCol = Col("Session", ["Opening Keynote: The Stack After Scale", "Shipping AI That Doesn't Break", "Live Demo: Realtime Inference at 10M req/s", "Networking Lunch & Expo", "Panel: Infra Cost vs. Velocity", "Workshop: Eval-Driven Development", "Fireside: From Prototype to IPO", "Closing Mixer & Live Demos"])
+agendaSpeakerCol = Col("Speaker / Track", ["Maya Chen, CEO StackForge", "David Park, CTO LinearBuild", "Priya Nair, Neon Inference", "— All Attendees —", "Moderated by Alex Rivera", "Sofia Kim, Eval Labs", "Jamal Wright & Lisa Torres", "Community Showcase"])
+agendaLocationCol = Col("Where", ["Main Stage", "Main Stage", "Builder Labs", "Expo Hall", "Main Stage", "Lab A", "Main Stage", "Expo Hall"])
+speakersHeader = CardHeader("Speakers", "5 featured leaders — one line on each")
+speakersList = ListBlock([speaker1, speaker2, speaker3, speaker4, speaker5], "image")
+speaker1 = ListItem("Maya Chen", "CEO, StackForge — Keynoting how to scale AI infra without losing product velocity", ["https://picsum.photos/seed/maya2026/200/200"], "Keynote")
+speaker2 = ListItem("David Park", "CTO, LinearBuild — Ships reliable AI features weekly to 2M users", ["https://picsum.photos/seed/david2026/200/200"], "Talk")
+speaker3 = ListItem("Priya Nair", "Staff Engineer, Neon Inference — Built the 10M req/s realtime pipeline demoed live", ["https://picsum.photos/seed/priya2026/200/200"], "Demo")
+speaker4 = ListItem("Sofia Kim", "Research Lead, Eval Labs — Creator of the eval framework used by 3,000+ teams", ["https://picsum.photos/seed/sofia2026/200/200"], "Workshop")
+speaker5 = ListItem("Jamal Wright", "Founder, ShipFast — Took his AI product from prototype to IPO in 4 years", ["https://picsum.photos/seed/jamal2026/200/200"], "Fireside")
+ticketsHeader = CardHeader("Ticket Tiers", "All passes include HD recordings + community Slack • Group discounts available")
+ticketTable = Table([tierNameCol, tierPriceCol, tierPerksCol, tierStatusCol])
+tierNameCol = Col("Tier", ["Explorer", "Pro", "Team (per seat)", "Student"])
+tierPriceCol = Col("Price", ["$349", "$649", "$549", "$149"])
+tierPerksCol = Col("Includes", ["1-day access, Expo + Main Stage", "2-day + Workshops + Recordings", "2-day + Team lounge, min 5 seats", "2-day, valid student ID required"])
+tierStatusCol = Col("Availability", ["Selling fast", "Early-bird • Most Popular", "Early-bird 15% off with TEAM15", "Limited"])
+ticketCallout = TextCallout("neutral", "Teams of 5+ save 15%", "Use code TEAM15 at checkout. Need a PO or invoice? Email sponsors@futurestack.io")
+separator2 = Separator("horizontal", true)
+registerHeader = CardHeader("Register in 30 seconds", "Secure your spot — instant confirmation to your email")
+registerForm = Form("register-futurestack", registerButtons, [nameField, emailField, ticketField, updatesField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text")
+emailField = FormControl("Work email", emailInput, "We'll send your ticket and receipt here")
+emailInput = Input("email", "alex@company.com", "email")
+ticketField = FormControl("Choose ticket tier", ticketSelect)
+ticketSelect = Select("ticket_tier", [tierOpt1, tierOpt2, tierOpt3, tierOpt4], "Select a tier")
+tierOpt1 = SelectItem("explorer", "Explorer — $349")
+tierOpt2 = SelectItem("pro", "Pro — $649 (Most Popular)")
+tierOpt3 = SelectItem("team", "Team — $549 per seat")
+tierOpt4 = SelectItem("student", "Student — $149")
+updatesField = FormControl("Stay in the loop", updatesCheck)
+updatesCheck = CheckBoxGroup("updates", [updatesItem])
+updatesItem = CheckBoxItem("Product updates", "Get agenda drops and speaker announcements", "updates_optin", true)
+registerButtons = Buttons([registerBtn, secondaryBtn])
+registerBtn = Button("Complete Registration", null, "primary")
+secondaryBtn = Button("View venue map", null, "secondary")
+footerText = TextContent("Questions? hello@futurestack.io • Moscone Center West, 747 Howard St, SF • Code of Conduct applies. See you in 25 days!", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..77f200006
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r1.txt
@@ -0,0 +1,55 @@
+root = Card([header, badgeRow, statRow, weeklyCard, logCard, footerText], "card", "column", "l")
+header = CardHeader("Daily Summary", "Tuesday, Aug 18 • 6:42 PM • You're crushing it 💪")
+badgeRow = Card([streakBadge, goalBadge, calBadge], "clear", "row", "s", "center", "start", true)
+streakBadge = Badge("🔥 12-day streak", "default")
+goalBadge = Badge("78% of step goal", "secondary")
+calBadge = Badge("1,842 kcal burned", "outline")
+statRow = Card([stepsPanel, caloriesPanel], "clear", "row", "m", "stretch", "between", true)
+stepsPanel = Card([stepsHeader, stepsProgress, stepsStack, stepsDetail], "sunk", "column", "s")
+stepsHeader = CardHeader("Steps Today", "Daily goal: 10,000 steps")
+stepsProgress = Progress(78, "7,842 / 10,000 steps")
+stepsStack = SingleStackedBarChart(["Completed", "Remaining"], [7842, 2158])
+stepsDetail = TextContent("**2,158 steps to go** • Avg 112 steps/min • Last sync 2 min ago • Best hour: 8-9 AM (1,240 steps)", "small")
+caloriesPanel = Card([caloriesHeader, caloriesHero, caloriesChart, caloriesNote], "sunk", "column", "s")
+caloriesHeader = CardHeader("Calories Burned", "Goal: 2,000 kcal • 92% there")
+caloriesHero = TextContent("1,842 kcal", "large-heavy")
+caloriesChart = PieChart(["Active", "Basal (BMR)"], [642, 1200], "donut", "circular")
+caloriesNote = TextContent("**642 kcal** active (workouts + steps) + **1,200 kcal** basal • Only **158 kcal** under daily target", "small")
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyCallout, weeklyTable], "card", "column", "m")
+weeklyHeader = CardHeader("Workouts — Past 7 Days", "5 workouts • 247 min • 1,890 kcal total")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [weeklyDurationSeries], "grouped", "Day", "Minutes")
+weeklyDurationSeries = Series("Workout minutes", [45, 0, 60, 35, 50, 57, 30])
+weeklyCallout = Callout("success", "Great consistency!", "You hit 5 of 7 days — your best week this month. Rest day on Tue was well-timed.")
+weeklyTable = Table([colDay, colWorkout, colDuration, colCalories, colStatus])
+colDay = Col("Day", ["Mon 11", "Tue 12", "Wed 13", "Thu 14", "Fri 15", "Sat 16", "Sun 17"])
+colWorkout = Col("Workout", ["Run", "Rest", "HIIT", "Yoga", "Cycling", "Strength", "Walk"])
+colDuration = Col("Duration", ["45m", "—", "60m", "35m", "50m", "57m", "30m"])
+colCalories = Col("kcal", ["320", "—", "410", "180", "360", "420", "210"])
+colStatus = Col("Effort", ["High", "—", "High", "Low", "Med", "High", "Low"])
+logCard = Card([logHeader, logForm], "card", "column", "m")
+logHeader = CardHeader("Log a New Workout", "Quick add — takes 10 seconds and updates today's totals")
+logForm = Form("log-workout", logFormButtons, [workoutTypeField, durationField, intensityField, caloriesField, notesField])
+workoutTypeField = FormControl("Workout type", workoutTypeSelect)
+workoutTypeSelect = Select("workout_type", [typeRun, typeCycle, typeHIIT, typeYoga, typeStrength, typeWalk, typeSwim], "Select workout")
+typeRun = SelectItem("run", "🏃 Run")
+typeCycle = SelectItem("cycle", "🚴 Cycling")
+typeHIIT = SelectItem("hiit", "⚡ HIIT")
+typeYoga = SelectItem("yoga", "🧘 Yoga")
+typeStrength = SelectItem("strength", "🏋️ Strength")
+typeWalk = SelectItem("walk", "🚶 Walk")
+typeSwim = SelectItem("swim", "🏊 Swim")
+durationField = FormControl("Duration (minutes)", durationInput, "e.g. 30, 45, 60")
+durationInput = Input("duration", "45", "number")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "med")
+intLow = RadioItem("Low", "Easy pace, recovery", "low")
+intMed = RadioItem("Medium", "Moderate effort", "med")
+intHigh = RadioItem("High", "All-out effort", "high")
+caloriesField = FormControl("Calories (optional)", caloriesInput, "Auto-estimated if left blank")
+caloriesInput = Input("calories", "320", "number")
+notesField = FormControl("Notes", notesArea, "How did it feel?")
+notesArea = TextArea("notes", "Felt strong, good energy...", 2)
+logFormButtons = Buttons([logSubmitBtn, logCancelBtn], "row")
+logSubmitBtn = Button("Log Workout", null, "primary")
+logCancelBtn = Button("Clear", null, "tertiary")
+footerText = TextContent("Data syncs with Apple Health & Google Fit • Daily goal resets at midnight", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..3393e6bd7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r2.txt
@@ -0,0 +1,74 @@
+root = Card([header, callout, kpiRow, sep1, stepsCard, caloriesCard, weeklyCard, logCard])
+header = CardHeader("Daily Summary", "Tuesday, August 13 • 6:42 PM • You're so close to closing your rings")
+callout = Callout("success", "On track to hit your goal", "84% of your step goal done and 2,184 kcal burned. One 15-min walk will finish it!")
+kpiRow = Card([kpiStepsCard, kpiCalsCard, kpiStreakCard], "clear", "row", "m")
+kpiStepsCard = Card([kpiStepsTitle, kpiStepsBig, kpiStepsBadge], "sunk", "column", "s")
+kpiStepsTitle = TextContent("STEPS TODAY", "small")
+kpiStepsBig = TextContent("8,432", "large-heavy")
+kpiStepsBadge = Badge("84% of 10k", "secondary")
+kpiCalsCard = Card([kpiCalsTitle, kpiCalsBig, kpiCalsBadge], "sunk", "column", "s")
+kpiCalsTitle = TextContent("CALORIES BURNED", "small")
+kpiCalsBig = TextContent("2,184 kcal", "large-heavy")
+kpiCalsBadge = Badge("Active 642", "secondary")
+kpiStreakCard = Card([kpiStreakTitle, kpiStreakBig, kpiStreakBadge], "sunk", "column", "s")
+kpiStreakTitle = TextContent("WEEKLY WORKOUTS", "small")
+kpiStreakBig = TextContent("5 / 7 days", "large-heavy")
+kpiStreakBadge = Badge("4h 22m total", "secondary")
+sep1 = Separator("horizontal", true)
+stepsCard = Card([stepsHeading, stepsProgress, stepsGrid, stepsVisual], "sunk", "column", "m")
+stepsHeading = Heading("1. Steps — Today vs Goal", "h3")
+stepsProgress = Progress(84, "8,432 / 10,000 steps • 1,568 to go")
+stepsGrid = Table([stepsColLabel, stepsColValue])
+stepsColLabel = Col("Metric", ["Taken", "Goal", "Remaining", "Best hour"])
+stepsColValue = Col("Value", ["8,432", "10,000", "1,568", "1,240 (8-9 AM)"])
+stepsVisual = SingleStackedBarChart(["Completed", "Remaining"], [8432, 1568])
+caloriesCard = Card([calHeading, calHeroRow, calChart, calTable], "sunk", "column", "m")
+calHeading = Heading("2. Calories Burned", "h3")
+calHeroRow = Card([calTotal, calSplit], "clear", "row", "l")
+calTotal = Card([calTotalLabel, calTotalValue, calTotalHint], "card", "column", "s")
+calTotalLabel = TextContent("Total today", "small")
+calTotalValue = TextContent("2,184 kcal", "large-heavy")
+calTotalHint = TextContent("Active: 642 • Resting: 1,542", "small")
+calSplit = PieChart(["Active", "Resting"], [642, 1542], "donut", "circular")
+calChart = TextContent("Active burn +18% vs yesterday. 320 kcal under target — great deficit for recovery.", "small")
+calTable = Table([calTimeCol, calCalsCol, calSourceCol])
+calTimeCol = Col("Period", ["Morning", "Afternoon", "Evening"])
+calCalsCol = Col("Calories", ["892", "847", "445"])
+calSourceCol = Col("Main activity", ["Run + Walk", "Work + Steps", "Yoga"])
+weeklyCard = Card([weeklyHeading, weeklySub, weeklyChart, weeklyTable], "sunk", "column", "m")
+weeklyHeading = Heading("3. Workouts — Past 7 Days", "h3")
+weeklySub = TextContent("5 workouts • 4h 22m total • 1,840 kcal burned this week • Streak: 3 days", "small")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [weeklyDurationSeries, weeklyCalSeries], "grouped", "Day", "Min / kcal")
+weeklyDurationSeries = Series("Duration (min)", [45, 0, 38, 52, 0, 68, 59])
+weeklyCalSeries = Series("Calories", [320, 0, 280, 410, 0, 480, 350])
+weeklyTable = Table([weeklyDayCol, weeklyWorkoutCol, weeklyDurCol, weeklyStatusCol])
+weeklyDayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+weeklyWorkoutCol = Col("Workout", ["Run", "Rest", "HIIT", "Cycle", "Rest", "Strength", "Yoga + Run"])
+weeklyDurCol = Col("Duration", ["45m", "—", "38m", "52m", "—", "68m", "59m"])
+weeklyStatusCol = Col("Effort", ["High", "—", "High", "Medium", "—", "High", "Low"])
+logCard = Card([logHeading, logDesc, logForm], "card", "column", "m")
+logHeading = Heading("4. Log a New Workout", "h3")
+logDesc = TextContent("Add a workout now — it updates your weekly chart and calorie total instantly.", "small")
+logForm = Form("log-workout", logButtons, [fieldType, fieldDuration, fieldIntensity, fieldDate, fieldNotes])
+fieldType = FormControl("Workout type", typeSelect, "Choose what you did")
+typeSelect = Select("workout_type", [optRun, optCycle, optHIIT, optStrength, optYoga, optWalk], "Select type")
+optRun = SelectItem("run", "Run")
+optCycle = SelectItem("cycle", "Cycle")
+optHIIT = SelectItem("hiit", "HIIT")
+optStrength = SelectItem("strength", "Strength")
+optYoga = SelectItem("yoga", "Yoga")
+optWalk = SelectItem("walk", "Walk")
+fieldDuration = FormControl("Duration (minutes)", durationInput, "e.g. 30")
+durationInput = Input("duration", "45", "number")
+fieldIntensity = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "medium")
+intLow = RadioItem("Low", "Easy pace, conversational", "low")
+intMed = RadioItem("Medium", "Moderate effort, breathing hard", "medium")
+intHigh = RadioItem("High", "All-out, max effort", "high")
+fieldDate = FormControl("Date", datePick)
+datePick = DatePicker("workout_date", "single")
+fieldNotes = FormControl("Notes (optional)", notesArea, "How did it feel?")
+notesArea = TextArea("notes", "Felt strong on the last set...", 3)
+logButtons = Buttons([logSubmit, logCancel])
+logSubmit = Button("Log workout", null, "primary")
+logCancel = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..8a69341dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r3.txt
@@ -0,0 +1,52 @@
+root = Card([header, motivationCallout, todayGrid, weeklyCard, logCard, followUpBlock])
+header = CardHeader("Daily Summary", "Tuesday, Aug 18, 2026 • Day streak: 12 days 🔥")
+motivationCallout = Callout("success", "Almost there!", "You're at 78% of your step goal — just 2,158 steps left. A 20-minute walk will close the ring.")
+todayGrid = Card([stepsCard, caloriesCard], "sunk", "row", "m", "stretch", "between", true)
+stepsCard = Card([stepsHeader, stepsProgress, stepsStats, stepsBadge], "card", "column", "m", "start", "start")
+stepsHeader = Heading("Steps Today", "h3")
+stepsProgress = Progress(78.4, "78.4% of 10,000 goal")
+stepsStats = TextContent("**7,842** / 10,000 steps • **2,158** remaining • Avg 1,120/hr", "large")
+stepsBadge = Badge("On track", "secondary")
+caloriesCard = Card([calHeader, calValue, calProgress, calDetail, calBreakdown], "card", "column", "m", "start", "start")
+calHeader = Heading("Calories Burned", "h3")
+calValue = TextContent("**1,847 kcal**", "large-heavy")
+calProgress = Progress(83.9, "83.9% of 2,200 kcal target")
+calDetail = TextContent("Active: 1,423 kcal • Basal: 424 kcal", "small")
+calBreakdown = TextContent("▲ +312 kcal vs yesterday • Best hour: 3-4 PM (284 kcal)", "small")
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyTable], "card", "column", "m")
+weeklyHeader = CardHeader("Workouts — Past 7 Days", "5 workouts • 285 min total • 2,160 kcal burned")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [weeklySeriesMinutes, weeklySeriesCalories], "grouped", "Day", "Minutes / kcal")
+weeklySeriesMinutes = Series("Workout Minutes", [45, 30, 0, 60, 35, 75, 40])
+weeklySeriesCalories = Series("Calories Burned", [320, 210, 0, 480, 260, 580, 310])
+weeklyTable = Table([colDay, colWorkout, colDuration, colCalories])
+colDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+colWorkout = Col("Workout", ["Run", "Yoga", "Rest", "Strength", "Cycle", "HIIT", "Run"])
+colDuration = Col("Duration", ["45 min", "30 min", "—", "60 min", "35 min", "75 min", "40 min"])
+colCalories = Col("Calories", ["320", "210", "0", "480", "260", "580", "310"])
+logCard = Card([logHeader, logForm], "card", "column", "m")
+logHeader = CardHeader("Log a New Workout", "Add a session to update today's summary instantly")
+logForm = Form("log-workout", logButtons, [logTypeField, logDurationField, logIntensityField, logDateField, logNotesField])
+logTypeField = FormControl("Workout type", logTypeSelect, "Choose what you did today")
+logTypeSelect = Select("workout_type", [logTypeRun, logTypeCycle, logTypeStrength, logTypeYoga, logTypeHiit], "Select workout")
+logTypeRun = SelectItem("run", "Run")
+logTypeCycle = SelectItem("cycle", "Cycle")
+logTypeStrength = SelectItem("strength", "Strength Training")
+logTypeYoga = SelectItem("yoga", "Yoga / Mobility")
+logTypeHiit = SelectItem("hiit", "HIIT")
+logDurationField = FormControl("Duration (minutes)", logDurationSlider, "Slide to set duration")
+logDurationSlider = Slider("duration", "discrete", 5, 120, 5, [40], "Minutes")
+logIntensityField = FormControl("Intensity", logIntensityRadio)
+logIntensityRadio = RadioGroup("intensity", [logIntensityLow, logIntensityMed, logIntensityHigh], "medium")
+logIntensityLow = RadioItem("Low", "Easy, conversational pace", "low")
+logIntensityMed = RadioItem("Medium", "Moderate effort, sweaty", "medium")
+logIntensityHigh = RadioItem("High", "Max effort, breathless", "high")
+logDateField = FormControl("Date", logDatePicker)
+logDatePicker = DatePicker("workout_date", "single")
+logNotesField = FormControl("Notes (optional)", logNotesInput, "How did it feel?")
+logNotesInput = TextArea("notes", "e.g., Morning run in the park, felt strong...", 3)
+logButtons = Buttons([logSubmitBtn, logCancelBtn], "row")
+logSubmitBtn = Button("Log Workout", null, "primary")
+logCancelBtn = Button("Clear", null, "tertiary")
+followUpBlock = FollowUpBlock([followUp1, followUp2])
+followUp1 = FollowUpItem("Show my weekly calorie trend")
+followUp2 = FollowUpItem("Set a new step goal for tomorrow")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..782eca270
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-fitness__r4.txt
@@ -0,0 +1,59 @@
+root = Card([header, kpiRow, weeklyCard, logCard, followUp], "card", "column", "l")
+header = CardHeader("Daily Summary", "Tuesday, August 18 • 4:42 PM • 18-day streak 🔥")
+kpiRow = Card([stepsCard, caloriesCard], "clear", "row", "m", "stretch", "start", true)
+stepsCard = Card([stepsHeading, stepsProgress, stepsStats, stepsBadgeRow], "sunk", "column", "m")
+stepsHeading = Heading("Steps Today", "h3")
+stepsProgress = Progress(87, "8,742 / 10,000 steps")
+stepsStats = Table([stepsLabelCol, stepsValueCol])
+stepsLabelCol = Col("Metric", ["Today", "Daily Goal", "Remaining"])
+stepsValueCol = Col("Count", ["8,742", "10,000", "1,258"])
+stepsBadgeRow = Card([stepsBadge, stepsMotivation], "clear", "row", "s", "center", "start")
+stepsBadge = Badge("87% completed", "secondary")
+stepsMotivation = TextContent("1,258 steps to go — about a 15 min walk!", "small")
+caloriesCard = Card([caloriesHeading, caloriesMain, caloriesPie, caloriesBreakdown], "sunk", "column", "m")
+caloriesHeading = Heading("Calories Burned", "h3")
+caloriesMain = TextContent("**2,340 kcal** today", "large-heavy")
+caloriesPie = PieChart(["Active", "BMR"], [642, 1698], "donut", "circular")
+caloriesBreakdown = Table([calTypeCol, calValueCol])
+calTypeCol = Col("Type", ["Active Burn", "Base Metabolic", "Total"])
+calValueCol = Col("Calories", ["642 kcal", "1,698 kcal", "2,340 kcal"])
+weeklyCard = Card([weeklyHeader, weeklyCallout, weeklyChart, weeklyTable], "card", "column", "m")
+weeklyHeader = CardHeader("Workouts — Past 7 Days", "5 workouts • 300 min total • Keep the momentum")
+weeklyCallout = TextCallout("success", "Great consistency!", "You hit your 4x/week goal — Saturday was your longest ride yet.")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, calorieSeries], "grouped", "Day", "Value")
+durationSeries = Series("Minutes", [45, 0, 60, 30, 50, 90, 25])
+calorieSeries = Series("Calories", [320, 0, 480, 210, 380, 620, 180])
+weeklyTable = Table([dayCol, workoutCol, durationCol, burnCol])
+dayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+workoutCol = Col("Workout", ["HIIT", "Rest", "Run", "Yoga", "Strength", "Cycling", "Stretch"])
+durationCol = Col("Duration", ["45 min", "—", "60 min", "30 min", "50 min", "90 min", "25 min"])
+burnCol = Col("Burn", ["320", "0", "480", "210", "380", "620", "180"])
+logCard = Card([logHeader, logForm], "card", "column", "m")
+logHeader = CardHeader("Log a New Workout", "Add a session to update today's totals")
+logForm = Form("log-workout", logButtons, [typeField, durationField, intensityField, dateField, notesField])
+typeField = FormControl("Workout type", typeSelect, "Choose what you did")
+typeSelect = Select("workout_type", [typeRun, typeHIIT, typeStrength, typeYoga, typeCycle, typeSwim, typeOther], "Select type")
+typeRun = SelectItem("run", "Run")
+typeHIIT = SelectItem("hiit", "HIIT")
+typeStrength = SelectItem("strength", "Strength Training")
+typeYoga = SelectItem("yoga", "Yoga / Pilates")
+typeCycle = SelectItem("cycle", "Cycling")
+typeSwim = SelectItem("swim", "Swimming")
+typeOther = SelectItem("other", "Other")
+durationField = FormControl("Duration (minutes)", durationSlider)
+durationSlider = Slider("duration", "continuous", 5, 180, 5, [45], "Minutes")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh], "medium")
+intLow = RadioItem("Low", "Easy pace, recovery", "low")
+intMed = RadioItem("Medium", "Moderate effort", "medium")
+intHigh = RadioItem("High", "All-out effort", "high")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("workout_date", "single")
+notesField = FormControl("Notes (optional)", notesArea, "How did it feel?")
+notesArea = TextArea("notes", "Felt strong, beat last time...", 3)
+logButtons = Buttons([logBtn, clearBtn])
+logBtn = Button("Log Workout", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUp = FollowUpBlock([tip1, tip2])
+tip1 = FollowUpItem("Show my monthly progress")
+tip2 = FollowUpItem("Adjust my daily step goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-job__r1.txt
new file mode 100644
index 000000000..aa86e9d2a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-job__r1.txt
@@ -0,0 +1,65 @@
+root = Card([topBar, headerBlock, mainGrid, applyCard, shareCard, footerNote], "clear", "column", "l")
+topBar = Card([topBarLeft, topBarRight], "clear", "row", "m", "center", "between")
+topBarLeft = TextContent("◆  Form & Function — Careers", "small-heavy")
+topBarRight = Badge("We're hiring • 3 open roles", "secondary")
+headerBlock = Card([jobTitle, jobMeta, tagRow], "card", "column", "s")
+jobTitle = Heading("Senior Product Designer, Design Systems", "h1")
+jobMeta = TextContent("Design Team  •  Reports to Director of Product Design  •  Full-time  •  San Francisco HQ or Remote (US)", "small")
+tagRow = TagBlock(["Full-time", "Remote • SF Hybrid", "Design Systems", "IC Level 5", "Posted Apr 28, 2026"])
+mainGrid = Card([leftCol, rightCol], "clear", "row", "l", "start", "between")
+leftCol = Card([descHeader, descText, qualHeader, qualList, respHeader, respList], "card", "column", "m")
+descHeader = Heading("About the role", "h3")
+descText = MarkDownRenderer("We're looking for a **Senior Product Designer** to own and evolve our design system that powers **12 product teams and 4M+ monthly users**.\n\nYou'll partner with engineering and brand to ship accessible, coherent experiences — from tokens and components in Figma to production React. This is a high-craft, high-impact role for someone who loves **systems thinking *and* shipping polished UI**.\n\n**You'll thrive if you** enjoy balancing strategy with hands-on making, mentoring designers, and turning ambiguity into clarity. No design bureaucracy — just real ownership.", "clear")
+qualHeader = Heading("What we're looking for", "h3")
+qualList = ListBlock([q1, q2, q3, q4, q5, q6])
+q1 = ListItem("5+ years in Product Design, 2+ years owning a design system", "Portfolio showing systematic thinking across web & mobile")
+q2 = ListItem("Expert in Figma, design tokens, auto-layout & prototyping", "Comfortable pairing in Storybook / React with engineers")
+q3 = ListItem("Strong accessibility practice (WCAG 2.1 AA)", "You audit, document, and teach inclusive design")
+q4 = ListItem("Systems-minded portfolio with end-to-end case studies", "Show how you scaled patterns, not just screens")
+q5 = ListItem("Excellent communication & facilitation", "You run critiques, write clear RFCs, and align stakeholders")
+q6 = ListItem("Bonus: motion, illustration, or front-end code", "Framer, CSS, or React experience is a plus")
+respHeader = Heading("What you'll do", "h3")
+respList = ListBlock([r1, r2, r3])
+r1 = ListItem("Own the design system roadmap", "Define tokens, components, and usage guidelines with engineering")
+r2 = ListItem("Ship and measure adoption", "Partner on docs, onboarding, and metrics — reduce design debt 30% YoY")
+r3 = ListItem("Mentor and elevate the craft", "Coach 2–3 product designers and lead weekly system office hours")
+rightCol = Card([salaryCard, detailsCard, benefitsCard], "clear", "column", "m")
+salaryCard = Card([salaryHeader, salaryRange, salaryNote, salaryBar], "card", "column", "s")
+salaryHeader = Heading("Salary range", "h3")
+salaryRange = TextContent("$142,000 — $178,000 USD / year", "large-heavy")
+salaryNote = TextContent("Plus equity 0.08% — 0.14%, annual bonus, and comprehensive benefits. Leveling based on experience and interview performance. Mid-point $160k.", "small")
+salaryBar = Progress(72, "72nd percentile for SF Bay Area • Transparent leveling guide available")
+detailsCard = Card([detailsHeader, detailsTable], "card", "column", "s")
+detailsHeader = Heading("Role details", "h3")
+detailsTable = Table([detailLabel, detailValue])
+detailLabel = Col("Detail", ["Team", "Employment", "Location", "Start date", "Application deadline"])
+detailValue = Col("Info", ["Design — Design Systems (8 designers, 12 engineers)", "Full-time, exempt", "Remote US or SF HQ (hybrid 2 days/week)", "Flexible — ideally May–June 2026", "Rolling — apply by May 15 for priority review"])
+benefitsCard = Card([benefitsHeader, benefitsTags], "card", "column", "s")
+benefitsHeader = Heading("Benefits & perks", "h3")
+benefitsTags = TagBlock(["Unlimited PTO + 16 wks parental leave", "Health/dental/vision 100% covered", "$2,000 learning budget", "Quarterly 4-day design sprint", "401(k) match"])
+applyCard = Card([applyHeader, applySub, applyForm], "card", "column", "m")
+applyHeader = Heading("Apply for this role", "h2")
+applySub = TextContent("Takes ~3 minutes. We review every application within 5 business days. You'll get a confirmation email right after submitting.", "small")
+applyForm = Form("apply-senior-designer", applyButtons, [nameField, emailField, resumeField, portfolioField, coverField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan")
+emailField = FormControl("Work email", emailInput, "We'll only use this for your application")
+emailInput = Input("email", "alex@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Google Drive, Dropbox, Notion, or personal site — make sure link is public")
+resumeInput = Input("resume_url", "https://drive.google.com/... or https://yourportfolio.com/resume.pdf", "url")
+portfolioField = FormControl("Portfolio link", portfolioInput, "Figma, website, or PDF — required for design roles")
+portfolioInput = Input("portfolio_url", "https://alexmorgan.design", "url")
+coverField = FormControl("Cover note (optional)", coverInput, "In 2–3 sentences, why is this role a fit?")
+coverInput = TextArea("cover_note", "I'm excited about systems work because...", 3)
+applyButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save draft", null, "tertiary")
+shareCard = Card([shareHeader, shareText, shareButtons], "card", "column", "s")
+shareHeader = Heading("Share this posting", "h3")
+shareText = TextContent("Know someone who'd be a great fit? Share directly or copy the link.", "small")
+shareButtons = Buttons([copyBtn, linkedInBtn, xBtn, emailBtn])
+copyBtn = Button("Copy link", null, "secondary")
+linkedInBtn = Button("Share on LinkedIn", null, "secondary")
+xBtn = Button("Share on X", null, "secondary")
+emailBtn = Button("Email to a friend", null, "tertiary")
+footerNote = TextContent("Form & Function is an equal opportunity employer. We celebrate diversity and are committed to an inclusive environment. Questions? careers@formandfunction.co  •  Job ID: DES-2026-042", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-job__r2.txt
new file mode 100644
index 000000000..007624730
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-job__r2.txt
@@ -0,0 +1,50 @@
+root = Card([headerSection, contentRow, separator, footerText], "card", "column", "l")
+headerSection = Card([cardHeader, metaRow, salaryCallout], "sunk", "column", "m")
+cardHeader = CardHeader("Senior Product Designer", "Design — Experience & Systems Team  •  Remote (US) / San Francisco HQ")
+metaRow = Card([locationBadge, typeBadge, levelBadge, postedText], "clear", "row", "s", "center", "start", true)
+locationBadge = Badge("Remote • SF Bay Area", "secondary")
+typeBadge = Badge("Full-time", "outline")
+levelBadge = Badge("Senior (IC3)", "default")
+postedText = TextContent("Posted 2 days ago  •  312 views  •  Closes Mar 12", "small")
+salaryCallout = Callout("success", "$128,000 — $168,000 USD + equity", "Base salary for SF Bay Area. Adjusted for location + annual bonus, equity, and comprehensive benefits. Leveling based on experience and portfolio.")
+contentRow = Card([leftColumn, rightColumn], "clear", "row", "l", "start", "between", true)
+leftColumn = Card([aboutHeading, aboutText, qualHeading, qualList, perksHeading, perksList], "card", "column", "m")
+aboutHeading = Heading("About the role", "h3")
+aboutText = MarkDownRenderer("We're looking for a **Senior Product Designer** to shape the next generation of our core product used by **2M+ active users**.\n\nYou'll own end-to-end design — from discovery, journey mapping and research synthesis to high-fidelity UI, prototyping, and design-system contribution. As part of our 18-person **Experience & Systems** team, you'll partner daily with Product and Engineering, mentor 2-3 mid-level designers, and influence product strategy.\n\n**Team focus:** Design systems, product craft, and research-driven iteration. We work in 4-day sprints, ship weekly, and value critique over consensus.", "clear")
+qualHeading = Heading("What we're looking for", "h3")
+qualList = ListBlock([qual1, qual2, qual3, qual4, qual5, qual6])
+qual1 = ListItem("5+ years in product design", "Shipped 0→1 and scaled products; strong portfolio with case studies required")
+qual2 = ListItem("Systems & craft excellence", "Expert in Figma, prototyping, Auto Layout, and building/maintaining design systems")
+qual3 = ListItem("End-to-end ownership", "Leads research, flows, IA, visual design, and polished engineering handoff")
+qual4 = ListItem("Collaborative partner", "Proven experience working with PMs and engineers in agile teams")
+qual5 = ListItem("Human-centered, data-informed", "Balances qualitative insight with quantitative data to drive decisions")
+qual6 = ListItem("Bonus: Front-end literacy", "Familiarity with HTML/CSS/React to bridge design → code is a plus")
+perksHeading = Heading("Why join us", "h4")
+perksList = TagBlock(["Design system ownership", "Mentorship program", "Research budget $2k/yr", "Flexible PTO + 4-day sprints", "Parental leave 16w", "Health + 401(k)"])
+rightColumn = Card([applyHeader, applyForm, shareBlock, trustNote], "sunk", "column", "m")
+applyHeader = CardHeader("Apply for this role", "Takes ~2 minutes. We reply within 5 business days.")
+applyForm = Form("apply-design-role", applyButtons, [nameField, emailField, resumeField, portfolioField, coverField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Rivera", "text", ["required"])
+emailField = FormControl("Work email", emailInput, "We'll use this to contact you")
+emailInput = Input("email", "alex@email.com", "email", ["required"])
+resumeField = FormControl("Resume link", resumeInput, "Google Drive, Dropbox, Notion or personal site — ensure link is public")
+resumeInput = Input("resume_link", "https://drive.google.com/... or https://yourportfolio.com/resume.pdf", "url", ["required"])
+portfolioField = FormControl("Portfolio link", portfolioInput, "Optional but strongly preferred")
+portfolioInput = Input("portfolio", "https://yourportfolio.com", "url")
+coverField = FormControl("Cover note", coverArea, "Optional — 2-3 sentences on why this role fits you")
+coverArea = TextArea("cover_note", "I'm excited about this role because...", 3)
+applyButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save for later", null, "secondary")
+shareBlock = Card([shareHeading, shareText, shareButtons], "card", "column", "s")
+shareHeading = Heading("Share this posting", "h4")
+shareText = TextContent("Know someone perfect? Share directly or copy the link.", "small")
+shareButtons = Buttons([copyBtn, emailBtn, linkedInBtn, twitterBtn])
+copyBtn = Button("Copy link", null, "secondary")
+emailBtn = Button("Email", null, "tertiary")
+linkedInBtn = Button("LinkedIn", null, "tertiary")
+twitterBtn = Button("X / Twitter", null, "tertiary")
+trustNote = TextContent("We're an equal opportunity employer. Accommodations available on request. Your information is kept confidential per our privacy policy.", "small")
+separator = Separator("horizontal", true)
+footerText = TextContent("Questions? Email hiring@company.com  •  View all openings  •  Design team handbook →", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-job__r3.txt
new file mode 100644
index 000000000..fb0d44f34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-job__r3.txt
@@ -0,0 +1,70 @@
+root = Card([header, hero, mainGrid, applySection, shareSection, footerNote], "clear", "column", "l")
+header = CardHeader("Senior Product Designer", "Design Team — Platform Experience")
+hero = Card([heroTop, heroDesc, heroMeta], "sunk", "column", "m")
+heroTop = Card([titleBlock, badgeBlock], "clear", "row", "m", "start", "between")
+titleBlock = Card([roleTitle, teamSubtitle], "clear", "column", "xs")
+roleTitle = Heading("Senior Product Designer", "h1")
+teamSubtitle = TextContent("Design Team · Platform Experience  •  San Francisco (Hybrid)  •  Full-time", "small")
+badgeBlock = TagBlock(["New", "Hybrid", "Full-time"])
+heroDesc = MarkDownRenderer("We're looking for a **Senior Product Designer** to shape the next generation of our platform. You'll own end-to-end design for core workflows used by millions — from research and prototyping to polished UI and design systems. Partner closely with Product, Engineering, and Research to turn complex problems into simple, beautiful experiences.", "clear")
+heroMeta = Card([metaLocation, metaType, metaPosted], "clear", "row", "s")
+metaLocation = Badge("San Francisco / Remote US", "secondary")
+metaType = Badge("Design", "outline")
+metaPosted = Badge("Posted 2 days ago", "ghost")
+mainGrid = Card([leftPane, rightPane], "clear", "row", "l", "start", "between")
+leftPane = Card([aboutHeader, aboutText, qualHeader, qualList, respHeader, respList], "card", "column", "m")
+aboutHeader = Heading("About the role", "h3")
+aboutText = TextContent("As a Senior Product Designer on Platform Experience, you'll lead design for our most critical user journeys. This is a high-impact IC role for someone who loves systems thinking, craft, and collaboration. You'll help define our design language and mentor other designers while shipping work that matters.", "default")
+qualHeader = Heading("What we're looking for", "h3")
+qualList = ListBlock([q1, q2, q3, q4, q5, q6])
+q1 = ListItem("5+ years in Product Design", "Shipped end-to-end products at scale, ideally B2B or platform-focused")
+q2 = ListItem("Strong portfolio of systems work", "Demonstrated craft in interaction, visual design, and prototyping (Figma, Principle, Framer)")
+q3 = ListItem("Research-minded", "Comfortable planning and running qualitative research and translating insights into decisions")
+q4 = ListItem("Collaboration & communication", "Excellent storytelling — able to align cross-functional partners and influence product strategy")
+q5 = ListItem("Design systems experience", "Built or contributed to scalable component libraries and design tokens")
+q6 = ListItem("Bonus: Front-end fluency", "Basic HTML/CSS or familiarity with React helps you collaborate with engineering")
+respHeader = Heading("What you'll do", "h3")
+respList = ListBlock([r1, r2, r3, r4])
+r1 = ListItem("Own core platform flows", "Lead discovery through delivery for 2-3 major product areas each quarter")
+r2 = ListItem("Elevate our design system", "Contribute to Aurora DS — our shared language across web and mobile")
+r3 = ListItem("Partner & mentor", "Work daily with PM, Eng, and Research and mentor mid-level designers")
+r4 = ListItem("Measure impact", "Define success metrics and iterate based on data and user feedback")
+rightPane = Card([salaryCard, snapshotCard, perksCard], "clear", "column", "l")
+salaryCard = Card([salaryHeader, salaryRange, salaryNote, salaryBar], "sunk", "column", "s")
+salaryHeader = Heading("Salary range", "h3")
+salaryRange = TextContent("$128,000 — $168,000 USD / year", "large-heavy")
+salaryNote = TextContent("Plus equity, bonus, and benefits. Final offer based on experience, location, and interview assessment. Range listed for US (SF/NYC benchmark).", "small")
+salaryBar = Progress(72, "72nd percentile for Senior Product Designer (SF)")
+snapshotCard = Card([snapHeader, snapTable], "card", "column", "s")
+snapHeader = Heading("Role snapshot", "h3")
+snapTable = Table([snapLabel, snapValue])
+snapLabel = Col("Detail", ["Team", "Reports to", "Level", "Location", "Type", "Openings"])
+snapValue = Col("Info", ["Design — Platform Experience", "Staff Product Designer, Lead", "Senior (IC4)", "San Francisco (Hybrid 2d/wk)", "Full-time", "1 opening"])
+perksCard = Card([perksHeader, perksTags], "card", "column", "s")
+perksHeader = Heading("Benefits & perks", "h3")
+perksTags = TagBlock(["Equity + bonus", "Unlimited PTO", "Medical/Dental/Vision", "401(k) match", "Parental leave", "Learning budget $2k/yr", "Wellness stipend"])
+applySection = Card([applyHeader, applyForm], "card", "column", "m")
+applyHeader = CardHeader("Apply for this role", "Takes ~2 minutes. We'll reply within 5 business days.")
+applyForm = Form("apply-senior-designer", applyButtons, [nameField, emailField, resumeField, portfolioField, coverField])
+nameField = FormControl("Full name", nameInput, "As it appears on your resume")
+nameInput = Input("full_name", "Alex Rivera", "text")
+emailField = FormControl("Work email", emailInput, "We'll send confirmation here")
+emailInput = Input("email", "alex@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to PDF, Google Drive, Dropbox, or personal site (must be publicly viewable)")
+resumeInput = Input("resume_link", "https://drive.google.com/... or https://alexrivera.design/resume.pdf", "url")
+portfolioField = FormControl("Portfolio link", portfolioInput, "Optional but strongly preferred")
+portfolioInput = Input("portfolio_link", "https://alexrivera.design", "url")
+coverField = FormControl("Cover note", coverArea, "Optional — tell us why this role excites you (max 300 words)")
+coverArea = TextArea("cover_note", "I'm excited about Platform Experience because...", 3)
+applyButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save for later", null, "secondary")
+shareSection = Card([shareHeader, shareButtons, shareNote], "card", "column", "s")
+shareHeader = Heading("Share this posting", "h3")
+shareButtons = Buttons([shareLinkBtn, shareEmailBtn, shareLinkedInBtn, shareTwitterBtn])
+shareLinkBtn = Button("Copy link", null, "secondary")
+shareEmailBtn = Button("Share via email", null, "tertiary")
+shareLinkedInBtn = Button("Share on LinkedIn", null, "tertiary")
+shareTwitterBtn = Button("Share on X", null, "tertiary")
+shareNote = TextContent("https://careers.company.com/roles/senior-product-designer — link copied to clipboard when you click Copy link.", "small")
+footerNote = TextContent("Company is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment. Questions? careers@company.com", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-job__r4.txt
new file mode 100644
index 000000000..529a64d47
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-job__r4.txt
@@ -0,0 +1,66 @@
+root = Card([topHeader, hero, descriptionSection, qualSection, salarySection, applySection, shareSection, footer], "clear", "column", "l")
+topHeader = Card([brandBlock, metaBadges], "clear", "row", "m", "center", "between")
+brandBlock = Card([brandHeader], "clear", "column", "none")
+brandHeader = CardHeader("Linearform", "Design-led product company • Series B • 120 people")
+metaBadges = TagBlock(["Full-time", "Remote-friendly", "Posted 2 days ago"])
+hero = Card([heroHeader, heroStats, heroImage], "sunk", "column", "m")
+heroHeader = CardHeader("Senior Product Designer", "Design Team — Product & Brand • Reports to Head of Design")
+heroStats = Card([stat1, stat2, stat3], "clear", "row", "m", "center", "start", true)
+stat1 = TextContent("📍 San Francisco / NYC / Remote (US & EU)", "small")
+stat2 = TextContent("💼 5+ years • Level 4", "small")
+stat3 = TextContent("🎨 Team of 8 designers", "small")
+heroImage = ImageBlock("https://picsum.photos/seed/designteam/900/320", "Design team collaborating in studio")
+descriptionSection = Card([descHeader, descText, respList], "card", "column", "m")
+descHeader = Heading("About the role", "h3")
+descText = MarkDownRenderer("We're looking for a **Senior Product Designer** to own end-to-end design for our core workflow product — used by **40k+ teams daily**.\n\nYou'll partner with Product and Engineering to shape strategy, craft intuitive interfaces, and evolve our design system. This is a high-impact, high-autonomy role: you lead discovery, prototype quickly, and see your work ship **weekly**.\n\n**Why Linearform?** We're design-led, profitable, and remote-friendly. Design has a seat at the table from day zero.", "clear")
+respList = ListBlock([r1, r2, r3, r4])
+r1 = ListItem("Own a product area", "Lead design for Workflow & Automation — from concept and journey maps to polished UI")
+r2 = ListItem("Ship with engineers", "Work in tight build loops: Figma → prototype → code, weekly releases")
+r3 = ListItem("Evolve the design system", "Contribute to Linearform DS — tokens, components, and patterns in Figma")
+r4 = ListItem("Talk to users every week", "Run 4–6 research sessions/month with our UXR team and synthesize insights")
+qualSection = Card([qualHeader, qualIntro, qualList, niceHeader, niceList], "card", "column", "m")
+qualHeader = Heading("What we're looking for", "h3")
+qualIntro = TextContent("We care more about taste, craft, and collaboration than pedigree. Here's what helps you thrive here:", "small")
+qualList = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years in product design", "Portfolio showing shipped web/mobile products and clear process from problem to outcome")
+q2 = ListItem("Expert in Figma & prototyping", "Advanced Auto Layout, variables, interactive prototypes; Framer or Principle a plus")
+q3 = ListItem("Strong systems thinking", "Built or scaled a design system with engineers — tokens, components, documentation")
+q4 = ListItem("Product sense & research", "Comfortable leading discovery, journey mapping, and usability testing")
+q5 = ListItem("Collaborative communicator", "Clear writing, thoughtful critique, low-ego teamwork with PMs and engineers")
+niceHeader = TextContent("Nice to have", "small-heavy")
+niceList = TagBlock(["Motion / ProtoPie", "Front-end basics (React/CSS)", "B2B SaaS experience", "Illustration skills"])
+salarySection = Card([salaryHeader, salaryCallout, salaryChart, salaryTable], "card", "column", "m")
+salaryHeader = Heading("Compensation & benefits", "h3")
+salaryCallout = Callout("success", "$135,000 — $165,000 base + equity", "0.08% – 0.15% equity (4yr vest) • 10% bonus target • Full health, dental, vision • Unlimited PTO + 16 weeks parental leave")
+salaryChart = BarChart(["Market 25th", "Linearform Mid", "Market 75th"], [salarySeries], "grouped", "Benchmark", "USD")
+salarySeries = Series("Base salary (USD)", [118000, 150000, 172000])
+salaryTable = Table([benefitCol, detailCol])
+benefitCol = Col("Benefit", ["Base salary", "Equity", "Location adjustment", "Pay review"])
+detailCol = Col("Details", ["$135k – $165k (Level 4)", "0.08% – 0.15% • 4 year vest, 1yr cliff", "SF/NYC 100% • Remote US 95% • EU 90%", "Every 6 months with growth framework"])
+applySection = Card([applyHeader, applyDesc, applyForm], "card", "column", "m")
+applyHeader = Heading("Apply for this role", "h3")
+applyDesc = TextContent("Quick apply — takes 2 minutes. We review every application within 3 business days and reply to all candidates.", "small")
+applyForm = Form("apply-senior-designer", formButtons, [nameField, emailField, resumeField, portfolioField, messageField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Rivera", "text")
+emailField = FormControl("Email address", emailInput, "We'll send confirmation and updates here")
+emailInput = Input("email", "alex@example.com", "email")
+resumeField = FormControl("Resume / Portfolio link", resumeInput, "Paste URL to resume, LinkedIn, Figma, or personal site (required)")
+resumeInput = Input("resume_url", "https://portfolio.example.com", "url")
+portfolioField = FormControl("Portfolio password (if protected)", portfolioInput, "Optional — if your portfolio is password protected")
+portfolioInput = Input("portfolio_password", "••••••••", "text")
+messageField = FormControl("Short note (optional)", messageInput, "Tell us why this role excites you — 2–3 sentences is perfect")
+messageInput = TextArea("cover_note", "I'm excited about Linearform because...", 3)
+formButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save draft", null, "tertiary")
+shareSection = Card([shareHeader, shareDesc, shareButtons, shareLinkBox], "sunk", "column", "m")
+shareHeader = Heading("Share this posting", "h4")
+shareDesc = TextContent("Know someone perfect for this? Share directly or copy the link.", "small")
+shareButtons = Buttons([copyBtn, linkedinBtn, xBtn, emailShareBtn])
+copyBtn = Button("Copy link", null, "primary")
+linkedinBtn = Button("Share on LinkedIn", null, "secondary")
+xBtn = Button("Share on X", null, "secondary")
+emailShareBtn = Button("Email this job", null, "tertiary")
+shareLinkBox = TextContent("🔗 linearform.co/careers/senior-product-designer", "small")
+footer = TextContent("Questions? Email hiring@linearform.co • We are an equal opportunity employer. All backgrounds, identities, and experiences welcome.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..fa0335590
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r1.txt
@@ -0,0 +1,43 @@
+root = Card([header, alert, revenueHeading, revenueValue, revenueCaption, revenueKpis, separator1, trendHeading, trendSub, trendChart, separator2, productsHeading, productsSub, productsChart, productsTable, separator3, conversionHeading, conversionProgress, conversionCaption, conversionTable, separator4, downloadHeading, downloadText, downloadButtons, followUpBlock], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026 • Founder's snapshot • Updated Aug 18, 2026 • All figures USD")
+alert = Callout("success", "Strong close: +12.4% MoM", "August hit $42,850 — your best month in the last 6. Conversion improved to 3.8% and top product moved 1,248 units.")
+revenueHeading = Heading("1. Revenue This Month", "h3")
+revenueValue = TextContent("$42,850", "large-heavy")
+revenueCaption = TextContent("Net revenue after refunds & discounts • +$4,730 (+12.4%) vs July ($38,120) • 2,774 orders • Avg order $15.44", "small")
+revenueKpis = Table([kpiMetricCol, kpiValueCol, kpiContextCol])
+kpiMetricCol = Col("Metric", ["Revenue — August", "Revenue — July", "MoM Growth"])
+kpiValueCol = Col("Value", ["$42,850", "$38,120", "+12.4%"])
+kpiContextCol = Col("Context", ["Best in last 6 months", "Previous high", "+$4,730"])
+separator1 = Separator("horizontal", true)
+trendHeading = Heading("2. Revenue Movement — Last 6 Months", "h3")
+trendSub = TextContent("Steady climb from March with acceleration after June pricing update. August is the peak.", "small")
+trendChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [28400, 31200, 29800, 35600, 38120, 42850])
+separator2 = Separator("horizontal", true)
+productsHeading = Heading("3. Best-Selling Products — Top 3 by Units Sold", "h3")
+productsSub = TextContent("August units sold. These three drove 68% of total units and 97% of product revenue.", "small")
+productsChart = HorizontalBarChart(["Pro Starter Kit", "Growth Analytics Add-on", "Team Collaboration Pack"], [unitsSeries], "grouped", "Units Sold", "Product")
+unitsSeries = Series("Units Sold", [1248, 892, 634])
+productsTable = Table([prodNameCol, prodUnitsCol, prodRevenueCol, prodShareCol])
+prodNameCol = Col("Product", ["1. Pro Starter Kit", "2. Growth Analytics Add-on", "3. Team Collaboration Pack"])
+prodUnitsCol = Col("Units Sold", ["1,248", "892", "634"])
+prodRevenueCol = Col("Revenue Contribution", ["$18,720", "$13,380", "$9,510"])
+prodShareCol = Col("Share of Top 3 Units", ["45.0%", "32.2%", "22.8%"])
+separator3 = Separator("horizontal", true)
+conversionHeading = Heading("4. Conversion Percentage", "h3")
+conversionProgress = Progress(3.8, "3.8% of visitors converted in August")
+conversionCaption = TextContent("Up from 3.2% in July (+0.6pp) • Well above 2.5–3.0% SaaS benchmark • 2,774 orders / 73,000 visitors", "small")
+conversionTable = Table([convMetricCol, convValueCol])
+convMetricCol = Col("Funnel Metric", ["Visitors", "Orders", "Conversion Rate", "Change vs July"])
+convValueCol = Col("August 2026", ["73,000", "2,774", "3.8%", "+0.6pp ▲"])
+separator4 = Separator("horizontal", true)
+downloadHeading = Heading("5. Download the Numbers", "h3")
+downloadText = TextContent("Export the full August dataset — revenue by month, product units, and funnel — for investors, accounting, or your own model.", "small")
+downloadButtons = Buttons([downloadCsvBtn, downloadPdfBtn, emailBtn], "row")
+downloadCsvBtn = Button("Download CSV", null, "primary")
+downloadPdfBtn = Button("Download PDF Report", null, "secondary")
+emailBtn = Button("Email me the file", null, "tertiary")
+followUpBlock = FollowUpBlock([follow1, follow2, follow3])
+follow1 = FollowUpItem("Break down revenue vs refunds and discounts")
+follow2 = FollowUpItem("Compare August to same month last year")
+follow3 = FollowUpItem("Forecast September based on this trend")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..456f6cca1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r2.txt
@@ -0,0 +1,37 @@
+root = Card([header, kpiSection, separator1, trendSection, separator2, bestSellersSection, downloadSection, footerNote], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026  •  Founder overview  •  Updated today at 9:42 AM")
+kpiSection = Card([revenueCard, conversionCard], "sunk", "row", "m")
+revenueCard = Card([revenueTitle, revenueValue, revenueDelta, revenueHint], "card", "column", "s")
+revenueTitle = TextContent("Revenue this month", "small")
+revenueValue = TextContent("$84,250", "large-heavy")
+revenueDelta = Badge("▲ 12.4% vs July ($74,950) • New monthly high", "success")
+revenueHint = TextContent("Net revenue after refunds & discounts. 1,982 orders.", "small")
+conversionCard = Card([convTitle, convValue, convProgress, convHint], "card", "column", "s")
+convTitle = TextContent("Conversion percentage", "small")
+convValue = TextContent("3.42%", "large-heavy")
+convProgress = Progress(85, "85% to 4.0% goal — 3.42% of 57,940 sessions converted")
+convHint = TextContent("Up 0.31pp from July (3.11%). Checkout completion 68.2%.", "small")
+separator1 = Separator("horizontal", true)
+trendSection = Card([trendHeader, trendChart, trendCaption], "card", "column", "m")
+trendHeader = CardHeader("Revenue movement — last 6 months", "Net revenue trend showing steady growth into August")
+trendChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [trendSeries], "natural", "Month", "Revenue (USD)")
+trendSeries = Series("Revenue", [52400, 61200, 58900, 71300, 74950, 84250])
+trendCaption = TextContent("Aug is +60.8% vs Mar. Dip in May recovered in June. 6-month total: $405,000.", "small")
+separator2 = Separator("horizontal", true)
+bestSellersSection = Card([bestHeader, bestChart, bestTable, bestCaption], "card", "column", "m")
+bestHeader = CardHeader("Three best-selling products", "Ranked by units sold in August 2026")
+bestChart = HorizontalBarChart(["Trailblazer Backpack", "Horizon Water Bottle", "Summit Hoodie"], [bestSeries], "grouped", "Units sold", "")
+bestSeries = Series("Units", [1240, 982, 756])
+bestTable = Table([bestColProduct, bestColUnits, bestColRevenueShare])
+bestColProduct = Col("Product", ["1. Trailblazer Backpack", "2. Horizon Water Bottle", "3. Summit Hoodie"])
+bestColUnits = Col("Units sold", ["1,240", "982", "756"])
+bestColRevenueShare = Col("Share of revenue", ["31%", "18%", "24%"])
+bestCaption = TextContent("Top 3 = 2,978 units • 73% of total units sold this month.", "small")
+downloadSection = Card([downloadHeader, downloadButtons, downloadHint], "sunk", "column", "m")
+downloadHeader = CardHeader("Download the numbers", "Export August data for investors, accounting, or your records")
+downloadButtons = Buttons([btnCsv, btnExcel, btnPdf], "row")
+btnCsv = Button("Download CSV", null, "primary")
+btnExcel = Button("Download Excel", null, "secondary")
+btnPdf = Button("Download PDF report", null, "secondary")
+downloadHint = TextContent("Includes: monthly revenue, 6-month history, best-sellers by units, conversion funnel & sessions.", "small")
+footerNote = TextContent("Next check: September 18, 2026 • Data source: Shopify + Stripe • Questions? Export includes raw tables.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..5ff8bb3c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, statusCallout, kpiGrid, revenueTrendHeader, revenueTrendChart, productsHeader, productsChart, productsTable, conversionHeader, conversionGrid, downloadCard, footerNote], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "May 2026 • Founder's snapshot • Updated May 31, 2026 at 9:00 AM")
+statusCallout = Callout("success", "Strong close to the month", "Revenue hit $127,840 (+12.4% vs April) and conversion beat your 3.5% target.")
+kpiGrid = Card([kpiRevenue, kpiConversion, kpiOrders], "sunk", "row", "m")
+kpiRevenue = Card([revLabel, revValue, revChange], "card", "column", "xs")
+revLabel = TextContent("Revenue this month", "small")
+revValue = Heading("$127,840", "h1")
+revChange = TextContent("▲ 12.4% vs April ($113,740) • +$14,100", "small")
+kpiConversion = Card([convLabel, convValue, convProgress], "card", "column", "xs")
+convLabel = TextContent("Conversion rate", "small")
+convValue = Heading("3.8%", "h1")
+convProgress = Progress(38, "3.8% of 48,420 sessions • Target 3.5% beaten")
+kpiOrders = Card([ordersLabel, ordersValue, ordersDetail], "card", "column", "xs")
+ordersLabel = TextContent("Total orders", "small")
+ordersValue = Heading("1,842", "h1")
+ordersDetail = TextContent("Avg. order value $69.41 • 48,420 sessions", "small")
+revenueTrendHeader = CardHeader("Revenue — Last 6 Months", "How revenue moved from Dec 2025 to May 2026")
+revenueTrendChart = AreaChart(["Dec", "Jan", "Feb", "Mar", "Apr", "May"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [89200, 94500, 102300, 108900, 113740, 127840])
+productsHeader = CardHeader("Top 3 Best-Selling Products", "By units sold in May 2026")
+productsChart = HorizontalBarChart(["Pro Plan Subscription", "Starter Kit Bundle", "Analytics Add-on"], [unitsSeries], "grouped", "Units sold", "Product")
+unitsSeries = Series("Units sold", [1240, 892, 645])
+productsTable = Table([prodNameCol, unitsCol, revenueCol])
+prodNameCol = Col("Product", ["Pro Plan Subscription", "Starter Kit Bundle", "Analytics Add-on"])
+unitsCol = Col("Units Sold", ["1,240", "892", "645"])
+revenueCol = Col("Revenue Contribution", ["$62,000", "$35,680", "$19,350"])
+conversionHeader = CardHeader("Conversion Performance", "Sessions → purchases for May")
+conversionGrid = Card([conversionMain, conversionDetail], "sunk", "row", "m")
+conversionMain = Card([convBigLabel, convBigValue, convBadge], "card", "column", "s")
+convBigLabel = TextContent("Conversion percentage", "small")
+convBigValue = Heading("3.8%", "h1")
+convBadge = Badge("Above target 3.5%", "success")
+conversionDetail = Card([convContext, convStats], "card", "column", "s")
+convContext = TextContent("48,420 sessions drove 1,842 orders. Add-to-cart and checkout health below:", "small")
+convStats = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Sessions", "Add to cart rate", "Checkout completion"])
+valueCol = Col("Value", ["48,420", "11.2%", "34.1%"])
+downloadCard = Card([downloadHeader, downloadText, downloadButtons], "card", "column", "m")
+downloadHeader = CardHeader("Download the numbers", "Export this monthly check for investors & bookkeeping")
+downloadText = TextContent("Get a file with May revenue ($127,840), 6-month trend, top 3 products with units, and conversion data.", "default")
+downloadButtons = Buttons([downloadCsvBtn, downloadPdfBtn, downloadExcelBtn], "row")
+downloadCsvBtn = Button("Download CSV", null, "primary")
+downloadPdfBtn = Button("Download PDF Report", null, "secondary")
+downloadExcelBtn = Button("Download Excel", null, "tertiary")
+footerNote = TextContent("Data as of May 31, 2026 • Next check: June 30, 2026 • All figures in USD", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..936480c52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-sales__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, statusCallout, kpiRow, trendCard, productsCard, conversionCard, downloadCard, followUp], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "April 2026 • Founder snapshot • Updated 2 hours ago")
+statusCallout = Callout("success", "April closed strong", "Revenue hit $84,250 — up 8.2% vs March and the highest in the last 6 months.")
+kpiRow = Card([revenueKpi, conversionKpi, avgOrderKpi], "clear", "row", "m")
+revenueKpi = Card([revLabel, revValue, revBadge, revHint], "sunk", "column", "s")
+revLabel = TextContent("Revenue — This Month", "small")
+revValue = Heading("$84,250", "h1")
+revBadge = Badge("+8.2% vs Mar", "secondary")
+revHint = TextContent("March: $77,890 • Target: $80,000 — 105.3% of target", "small")
+conversionKpi = Card([convLabel, convValue, convProgress, convHint], "sunk", "column", "s")
+convLabel = TextContent("Conversion Rate", "small")
+convValue = Heading("3.42%", "h2")
+convProgress = Progress(34, "3.42% actual • 34% of 10% stretch goal")
+convHint = TextContent("1,842 orders from 53,860 sessions", "small")
+avgOrderKpi = Card([aovLabel, aovValue, aovBadge, aovHint], "sunk", "column", "s")
+aovLabel = TextContent("Avg. Order Value", "small")
+aovValue = Heading("$45.74", "h2")
+aovBadge = Badge("+1.4% MoM", "secondary")
+aovHint = TextContent("Lift helped drive revenue record", "small")
+trendCard = Card([trendHeader, trendChart, trendCaption], "sunk", "column", "m")
+trendHeader = CardHeader("Revenue — Last 6 Months", "Nov 2025 to Apr 2026 • Trend")
+trendChart = AreaChart(["Nov", "Dec", "Jan", "Feb", "Mar", "Apr"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [67200, 70500, 65800, 72100, 77890, 84250])
+trendCaption = TextContent("January dip reflects post-holiday seasonality (-6.7%). Steady recovery Feb–Apr with +24.6% growth across the 6-month window.", "small")
+productsCard = Card([productsHeader, productsLayout], "sunk", "column", "m")
+productsHeader = CardHeader("Top 3 Best-Selling Products", "By units sold in April")
+productsLayout = Card([productsTable, productsChart], "clear", "row", "m")
+productsTable = Table([prodNameCol, prodUnitsCol, prodRevenueCol])
+prodNameCol = Col("Product", ["FlowDesk Pro", "SyncBoard Mini", "Pulse Analytics Add-on"])
+prodUnitsCol = Col("Units Sold", [1240, 982, 734])
+prodRevenueCol = Col("Revenue Contribution", ["$38,440", "$24,550", "$18,350"])
+productsChart = HorizontalBarChart(["FlowDesk Pro", "SyncBoard Mini", "Pulse Add-on"], [unitsSeries], "grouped", "Units", "Product")
+unitsSeries = Series("Units Sold", [1240, 982, 734])
+conversionCard = Card([convHeader, convGrid], "sunk", "column", "m")
+convHeader = CardHeader("Conversion Breakdown", "Full funnel for April")
+convGrid = Card([convMetric, convFunnel], "clear", "row", "m")
+convMetric = Card([convMetricTitle, convMetricValue, convMetricProgress, convMetricText], "card", "column", "s")
+convMetricTitle = TextContent("Conversion Percentage", "small-heavy")
+convMetricValue = Heading("3.42%", "h1")
+convMetricProgress = Progress(3, "3.42% of all sessions converted")
+convMetricText = TextContent("53,860 sessions → 1,842 orders. Up from 3.18% in March (+0.24pp).", "small")
+convFunnel = Table([funnelStageCol, funnelCountCol, funnelRateCol])
+funnelStageCol = Col("Stage", ["Sessions", "Add to Cart", "Checkout Started", "Orders"])
+funnelCountCol = Col("Count", ["53,860", "8,420", "2,310", "1,842"])
+funnelRateCol = Col("Step Conv.", ["100%", "15.6%", "27.4%", "79.7%"])
+downloadCard = Card([downloadHeader, downloadText, downloadButtons, downloadHint], "card", "column", "m")
+downloadHeader = CardHeader("Download the Numbers", "Export April data for investors, bookkeeping, or deep dives")
+downloadText = TextContent("Get a CSV with monthly revenue, product units, and conversion funnel — or a formatted PDF summary ready to share.", "default")
+downloadButtons = Buttons([csvBtn, pdfBtn, sheetBtn], "row")
+csvBtn = Button("Download CSV", null, "primary")
+pdfBtn = Button("Download PDF Report", null, "secondary")
+sheetBtn = Button("Export to Sheets", null, "tertiary")
+downloadHint = TextContent("Includes: revenue_last_6_months.csv, top_products_april.csv, funnel_april.csv • Last export: Apr 30, 2026", "small")
+followUp = FollowUpBlock([follow1, follow2])
+follow1 = FollowUpItem("Forecast May revenue based on this trend")
+follow2 = FollowUpItem("Break down revenue by channel")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..ede521bbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r1.txt
@@ -0,0 +1,45 @@
+root = Card([header, topBar, statsRow, blockedAlert, separator1, updatesHeader, updatesTable, separator2, postHeader, standupForm, footerNote], "card", "column", "l")
+header = CardHeader("Async Standup — Remote Team", "Daily async check-in • No meeting, just momentum")
+topBar = Card([todayText, missingBadge], "sunk", "row", "m", "center", "between")
+todayText = TextContent("📅 **Today: Tuesday, August 18, 2026** • Window: 9:00 AM – 10:00 AM PT • Timezone: PT", "small-heavy")
+missingBadge = Badge("2 updates still missing", "destructive")
+statsRow = Card([progressCard, submittedCard, blockedCard], "clear", "row", "m")
+progressCard = Card([progressTitle, progress], "sunk", "column", "s")
+progressTitle = TextContent("Team completion", "small")
+progress = Progress(66, "4 of 6 posted — 66%")
+submittedCard = Card([submittedTitle, submittedValue], "sunk", "column", "s")
+submittedTitle = TextContent("Submitted", "small")
+submittedValue = TextContent("4 / 6", "large-heavy")
+blockedCard = Card([blockedTitle, blockedValue], "sunk", "column", "s")
+blockedTitle = TextContent("Blocked", "small")
+blockedValue = TextContent("2 teammates", "large-heavy")
+blockedAlert = Alert("Blocked teammates need attention", "Sofia Reyes — Blocked on API token (needs David to approve backend access). Jamal Carter — Blocked on design assets (waiting on marketing). Please unblock in thread.", "warning")
+separator1 = Separator("horizontal", true)
+updatesHeader = CardHeader("Today's Updates", "Each teammate's Yesterday → Today → Blockers")
+updatesTable = Table([colTeammate, colYesterday, colToday, colBlocker, colStatus])
+colTeammate = Col("Teammate", ["Maya Chen", "David Park", "Sofia Reyes", "Jamal Carter", "Priya Nair", "Alex Rivera"])
+colYesterday = Col("Yesterday", ["Shipped onboarding flow v2", "Fixed auth bug #412 + wrote tests", "Started API integration", "Synthesized 8 user interviews", "— not posted —", "— not posted —"])
+colToday = Col("Today", ["Polish flow + add unit tests", "Deploy fix to staging & monitor", "Finish endpoints (if unblocked)", "Draft Q3 roadmap outline", "—", "—"])
+colBlocker = Col("Blockers", ["None", "None", "⛔ Waiting for backend token", "⛔ Waiting for design assets", "⏳ Missing update", "⏳ Missing update"])
+colStatus = Col("Status", ["✅ 8:12 AM", "✅ 9:03 AM", "⛔ Blocked 8:45 AM", "⛔ Blocked 7:58 AM", "⏳ Missing", "⏳ Missing"])
+separator2 = Separator("horizontal", true)
+postHeader = CardHeader("Post your update", "Share yesterday, today, and any blockers — posts to the team feed instantly")
+standupForm = Form("standup-post", formButtons, [yesterdayField, todayField, blockerField, moodField])
+yesterdayField = FormControl("Yesterday — What did you do?", yesterdayInput, "Keep it to 1-2 bullets")
+yesterdayInput = TextArea("yesterday", "e.g., Finished research synthesis and shared notes...", 2)
+todayField = FormControl("Today — What will you do?", todayInput, "Your focus for today")
+todayInput = TextArea("today", "e.g., Draft Q3 roadmap and request feedback...", 2)
+blockerField = FormControl("Blockers", blockerSelect, "Anyone blocked gets highlighted at the top")
+blockerSelect = Select("blockers", [blockerNone, blockerBlocked, blockerNeedHelp], "Select blocker status")
+blockerNone = SelectItem("none", "✅ No blockers — moving forward")
+blockerBlocked = SelectItem("blocked", "⛔ Blocked — need help")
+blockerNeedHelp = SelectItem("need_help", "⚠️ Need input but not blocked")
+moodField = FormControl("Confidence for today", moodRadio)
+moodRadio = RadioGroup("confidence", [moodHigh, moodMedium, moodLow])
+moodHigh = RadioItem("High", "On track to deliver", "high")
+moodMedium = RadioItem("Medium", "At risk, might slip", "medium")
+moodLow = RadioItem("Low", "Need support today", "low")
+formButtons = Buttons([submitBtn, saveDraftBtn])
+submitBtn = Button("Post update", null, "primary")
+saveDraftBtn = Button("Save draft", null, "secondary")
+footerNote = TextContent("Reminders auto-sent at 9:30 AM PT to Priya Nair and Alex Rivera. Reply in thread to unblock Sofia or Jamal.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..2d4334245
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r2.txt
@@ -0,0 +1,38 @@
+root = Card([header, dateCard, missingCallout, blockedAlert, teamHeader, teamList, separator1, postHeader, postForm, footerNote], "card", "column", "l")
+header = CardHeader("Async Standup", "Remote Team • Engineering & Design — No meeting, just updates")
+dateCard = Card([dateHeading, dateRow, progressBar], "sunk", "column", "s")
+dateHeading = Heading("Today — Tuesday, August 18, 2026", "h2")
+dateRow = TextContent("🕘 Standup window: 9:00 AM – 11:00 AM UTC  •  Updates auto-post to #standup", "small")
+progressBar = Progress(71, "5 of 7 updates received • 2 still missing")
+missingCallout = Callout("warning", "2 updates still missing", "David Okafor and Nina Rossi haven't posted yet. Window closes in 1h 42m — nudge them to stay on track.")
+blockedAlert = Alert("2 teammates blocked — needs attention", "James Park → Waiting on design review for checkout flow (needs Sofia). Priya Patel → CI failing on payments service on main branch.", "warning")
+teamHeader = Heading("Today's Updates", "h3")
+teamList = ListBlock([mayaItem, jamesItem, sofiaItem, priyaItem, alexItem, davidItem, ninaItem])
+mayaItem = ListItem("Maya Chen — ✅ Updated 8:12 AM", "Yesterday: Shipped auth refactor + unit tests  •  Today: Write API docs & onboarding guide  •  Blockers: None", null, "View")
+jamesItem = ListItem("James Park — 🚩 Blocked", "Yesterday: Checkout UI polish & animations  •  Today: Integrate payment modal  •  Blockers: Needs design review from Sofia to proceed", null, "Offer help")
+sofiaItem = ListItem("Sofia Alvarez — ✅ Updated 8:45 AM", "Yesterday: Finalized checkout mockups v2  •  Today: Review James's PR + handoff tokens  •  Blockers: None", null, "View")
+priyaItem = ListItem("Priya Patel — 🚩 Blocked", "Yesterday: Payments service migration (phase 1)  •  Today: Fix CI pipeline  •  Blockers: CI failing on main — needs DevOps help", null, "Offer help")
+alexItem = ListItem("Alex Kim — ✅ Updated 9:03 AM", "Yesterday: Optimized customer analytics queries (-40% latency)  •  Today: Dashboard filter logic  •  Blockers: None", null, "View")
+davidItem = ListItem("David Okafor — ⏳ Missing", "No update yet — last active 14h ago  •  Yesterday: —  •  Today: —", null, "Nudge")
+ninaItem = ListItem("Nina Rossi — ⏳ Missing", "No update yet — last active 3h ago  •  Yesterday: —  •  Today: —", null, "Nudge")
+separator1 = Separator("horizontal", true)
+postHeader = Heading("Post Your Update", "h3")
+postForm = Form("my-standup", formButtons, [yesterdayField, todayField, blockerField, moodField])
+yesterdayField = FormControl("Yesterday — What did you do?", yesterdayInput, "Keep it concise, link PRs if useful")
+yesterdayInput = TextArea("yesterday", "e.g., Finished landing page QA and fixed 3 bugs (PR #481)", 2)
+todayField = FormControl("Today — What will you do?", todayInput, "Your plan for today")
+todayInput = TextArea("today", "e.g., Build async standup screen and review PR #482", 2)
+blockerField = FormControl("Blockers?", blockerSelect)
+blockerSelect = Select("blocker_status", [blockerNone, blockerBlocked, blockerReview], "Select status")
+blockerNone = SelectItem("none", "No blockers — I'm good to go")
+blockerBlocked = SelectItem("blocked", "🚩 Blocked — need help")
+blockerReview = SelectItem("review", "👀 Needs review / input")
+moodField = FormControl("Availability", moodRadio)
+moodRadio = RadioGroup("availability", [moodFocused, moodAvailable, moodOOO])
+moodFocused = RadioItem("Focused", "Heads down, async only", "focused")
+moodAvailable = RadioItem("Available", "Open for pairing / reviews", "available")
+moodOOO = RadioItem("OOO / Limited", "Out or low availability today", "ooo")
+formButtons = Buttons([submitBtn, draftBtn])
+submitBtn = Button("Post Update", null, "primary")
+draftBtn = Button("Save Draft", null, "secondary")
+footerNote = TextContent("All times shown in UTC • 5/7 complete • Blocked updates are highlighted at the top for quick triage", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..fab8853d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r3.txt
@@ -0,0 +1,40 @@
+root = Card([header, dateCard, summaryStrip, blockedCallout, teamHeader, teamTable, postHeader, updateForm, followUps], "card", "column", "l")
+header = CardHeader("Async Standup — Remote Team", "Daily async check-in • Share what you shipped, what you're tackling, and what's blocking you")
+dateCard = Card([dateIconRow], "sunk", "row", "m", "center", "between")
+dateIconRow = TextContent("📅 **Today is Tuesday, August 18, 2026** • Standup closes at 10:00 AM PT • Updates auto-archive at midnight UTC", "large")
+summaryStrip = Card([progressBlock, missingBlock, postedBlock], "clear", "row", "m")
+progressBlock = Card([progressLabel, progressBar], "card", "column", "s")
+progressLabel = TextContent("**5 of 8 updates posted** • 3 still missing", "small-heavy")
+progressBar = Progress(62.5, "62% complete")
+missingBlock = Alert("3 Missing", "Awaiting: Jordan Lee, Samir Patel, Priya Nair — reminders sent at 9:15 AM", "warning")
+postedBlock = Alert("5 Posted", "Latest: Maya Chen — 12 minutes ago", "success")
+blockedCallout = Callout("warning", "🚧 2 Blocked — Needs attention", "Maya Chen — Blocked on API rate limits for payments service (needs backend/infra review). Alex Rivera — Waiting for design approval on onboarding flow v2. Please unblock in thread if you can help.")
+teamHeader = Heading("Today's Updates by Teammate", "h2")
+teamTable = Table([colTeammate, colToday, colYesterday, colStatus, colBlocker])
+colTeammate = Col("Teammate", ["Maya Chen", "Alex Rivera", "Casey Kim", "Devon Wright", "Riley Okafor", "Jordan Lee", "Samir Patel", "Priya Nair"])
+colToday = Col("Today's Plan", ["Fix payment API throttling + write tests", "Build onboarding UI v2", "QA regression + deploy to staging", "Customer interviews (3 scheduled)", "Refactor auth middleware", "— No update yet —", "— No update yet —", "— No update yet —"])
+colYesterday = Col("Yesterday", ["Shipped checkout bugfix, paired on webhooks", "Finished wireframes, started React components", "Closed 4 bugs, updated test suite", "Drafted research synthesis doc", "Migrated token service to Redis", "—", "—", "—"])
+colStatus = Col("Status", ["Blocked 🔴", "Blocked 🟡", "On Track 🟢", "On Track 🟢", "On Track 🟢", "Missing ⚪", "Missing ⚪", "Missing ⚪"])
+colBlocker = Col("Blocker / Note", ["API rate limit — needs infra help", "Needs design sign-off from Lead", "No blockers", "No blockers", "No blockers", "Reminder sent 9:15 AM", "Reminder sent 9:15 AM", "OOO until 11 AM PT"])
+postHeader = Heading("Post Your Update", "h3")
+updateForm = Form("standup-update", formButtons, [yesterdayField, todayField, blockerField, moodField])
+yesterdayField = FormControl("What did you do yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "e.g., Shipped feature X, reviewed PRs, fixed bug Y...", 2)
+todayField = FormControl("What will you do today?", todayInput)
+todayInput = TextArea("today", "e.g., Build onboarding v2, pair with Maya on API...", 2)
+blockerField = FormControl("Any blockers?", blockerSelect)
+blockerSelect = Select("blocker", [blockerNone, blockerBlocked, blockerNeedHelp], "Select status")
+blockerNone = SelectItem("none", "No blockers — On track 🟢")
+blockerBlocked = SelectItem("blocked", "Blocked — Need help 🔴")
+blockerNeedHelp = SelectItem("needs_review", "Needs review / Waiting 🟡")
+moodField = FormControl("Confidence", moodRadio)
+moodRadio = RadioGroup("mood", [moodHigh, moodOk, moodLow])
+moodHigh = RadioItem("High", "Feeling productive and clear", "high")
+moodOk = RadioItem("Okay", "Steady progress", "ok")
+moodLow = RadioItem("Low", "Need support", "low")
+formButtons = Buttons([submitBtn, saveDraftBtn], "row")
+submitBtn = Button("Post Update", null, "primary")
+saveDraftBtn = Button("Save Draft", null, "secondary")
+followUps = FollowUpBlock([followNudge, followView])
+followNudge = FollowUpItem("Nudge missing teammates")
+followView = FollowUpItem("View yesterday's standup — Aug 17")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..5c419feb0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-standup__r4.txt
@@ -0,0 +1,46 @@
+root = Card([header, summaryCard, blockedAlert, separator1, updatesHeader, updatesSubtext, teamTable, blockedDetailRow, postHeader, postForm, footerNote], "card", "column", "l")
+header = Card([headerTitle, headerDateRow], "clear", "column", "s")
+headerTitle = CardHeader("Async Standup — Remote Engineering", "Daily check-in • Keep it short, keep it honest")
+headerDateRow = Card([dateBadge, timeBadge, liveBadge], "clear", "row", "s")
+dateBadge = Badge("Tuesday, August 18, 2026", "secondary")
+timeBadge = Badge("Closes today at 10:00 AM PT", "outline")
+liveBadge = Badge("Async • UTC", "ghost")
+summaryCard = Card([summaryHeader, progressBar, summaryStatsRow], "sunk", "column", "m")
+summaryHeader = TextContent("**Daily completion** — 4 of 6 updates received", "large-heavy")
+progressBar = Progress(67, "67% complete — 2 updates still missing")
+summaryStatsRow = Card([missingTag, submittedTag], "clear", "row", "m")
+missingTag = TextCallout("warning", "2 missing", "Waiting on: Aisha Khan, Leo Martinez • Nudge sent 18 min ago")
+submittedTag = TextCallout("success", "4 submitted", "Last update: Sofia Reyes at 9:48 AM • Avg. response time 42 min")
+blockedAlert = Alert("2 teammates blocked — needs attention", "David Park: Waiting for payments API keys from Platform team • Sofia Reyes: CI pipeline failing on main — needs DevOps review", "warning")
+separator1 = Separator("horizontal", true)
+updatesHeader = Heading("Today's Updates", "h2")
+updatesSubtext = TextContent("Each teammate's standup for today. Blocked teammates are highlighted.", "small")
+teamTable = Table([colMember, colToday, colYesterday, colBlocker, colStatus])
+colMember = Col("Teammate", ["Maya Chen", "James Okoro", "Sofia Reyes", "David Park", "Aisha Khan", "Leo Martinez"])
+colToday = Col("Today", ["Ship onboarding QA + fix empty states", "Fix checkout race condition (PR #482)", "Investigate CI failures on main", "Integrate payments API (blocked)", "— not submitted —", "— not submitted —"])
+colYesterday = Col("Yesterday", ["Built onboarding UI v2", "Wrote tests for cart service", "Deployed v2.3 to staging", "Drafted payments API spec", "—", "—"])
+colBlocker = Col("Blockers", ["None", "None", "⚠️ CI blocked", "🔴 Waiting on API keys", "⏳ Missing", "⏳ Missing"])
+colStatus = Col("Status", ["✅ 8:42 AM", "✅ 9:15 AM", "✅ 9:48 AM — Blocked", "✅ 10:02 AM — Blocked", "⏳ Missing", "⏳ Missing"])
+blockedDetailRow = Card([blockedDetail1, blockedDetail2], "clear", "row", "m")
+blockedDetail1 = Callout("warning", "Sofia Reyes — Blocked", "CI pipeline failing on main. Build #1843 red since 7am. Tagged @devops. Will pair after standup.")
+blockedDetail2 = Callout("error", "David Park — Blocked", "Cannot integrate payments API without sandbox keys. Requested from Platform yesterday. ETA needed to unblock sprint goal.")
+postHeader = CardHeader("Post your update", "Share yesterday / today / blockers — takes ~60 seconds")
+postForm = Form("standup-post", formButtons, [yesterdayField, todayField, blockerField, moodField])
+yesterdayField = FormControl("Yesterday — What did you complete?", yesterdayInput, "1-3 bullets is perfect")
+yesterdayInput = TextArea("yesterday", "e.g., Shipped auth middleware, reviewed PR #481...", 3)
+todayField = FormControl("Today — What will you focus on?", todayInput, "Be specific so teammates can help")
+todayInput = TextArea("today", "e.g., Finish checkout fix, add e2e tests...", 3)
+blockerField = FormControl("Any blockers?", blockerSelect, "We'll call this out at the top for visibility")
+blockerSelect = Select("blocker", [blockerOptNone, blockerOptWaiting, blockerOptHelp], "Select blocker status")
+blockerOptNone = SelectItem("none", "No blockers — I'm good")
+blockerOptWaiting = SelectItem("waiting", "Blocked — waiting on someone/something")
+blockerOptHelp = SelectItem("help", "Need help / pairing")
+moodField = FormControl("How are you feeling?", moodRadio)
+moodRadio = RadioGroup("mood", [moodOnTrack, moodBlocked, moodNeedHelp], "on_track")
+moodOnTrack = RadioItem("On track", "Making progress", "on_track")
+moodBlocked = RadioItem("Blocked", "Need unblocking", "blocked")
+moodNeedHelp = RadioItem("Need support", "Would love pairing or review", "support")
+formButtons = Buttons([submitBtn, saveDraftBtn], "row")
+submitBtn = Button("Post update", null, "primary")
+saveDraftBtn = Button("Save draft", null, "secondary")
+footerNote = TextContent("Tip: Updates auto-close at 10:00 AM PT. Missing teammates get a Slack nudge at 9:30 AM.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..37ed8db17
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r1.txt
@@ -0,0 +1,36 @@
+root = Card([header, thresholdCard, searchForm, tableSection, chartSection, bulkActions, infoSeparator, followUpBlock], "card", "column", "l")
+header = CardHeader("Low Inventory Warning", "8 items at or below threshold • Last synced today 09:42 AM • Warehouse: Main Store")
+thresholdCard = Card([thresholdCallout, thresholdMeta], "sunk", "column", "m")
+thresholdCallout = Callout("warning", "Warning threshold: ≤ 10 units", "Any SKU with 10 or fewer units on hand appears in this view. Dairy = 12 units, Produce = 8 units. All other categories use the default 10.")
+thresholdMeta = TextContent("Threshold applies store-wide. Tap 'Adjust Threshold' below to change the default or set per-category overrides.", "small")
+searchForm = Form("search-low-stock", searchButtons, [searchField])
+searchField = FormControl("Search low-stock items", searchInput, "Filter by item name, SKU, or category — e.g. 'oat milk', SKU-1042, Bakery")
+searchInput = Input("search", "Search items...", "text")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search", null, "primary")
+clearBtn = Button("Clear filter", null, "tertiary")
+tableSection = Card([tableHeader, tableSub, lowStockTable], "sunk", "column", "s")
+tableHeader = Heading("Items Running Low", "h3")
+tableSub = TextContent("Sorted by fewest units remaining. 'Reorder' creates a draft purchase order for that SKU.", "small")
+lowStockTable = Table([colItem, colSku, colCategory, colRemaining, colThreshold, colStatus, colAction])
+colItem = Col("Item", ["Strawberries 250g", "Free-Range Eggs 12pk", "Organic Almond Milk 1L", "Cold Brew 500ml", "Sourdough Loaf", "Whole Wheat Bread", "Avocado Hass", "Greek Yogurt 500g"])
+colSku = Col("SKU", ["SKU-4033", "SKU-3015", "SKU-1042", "SKU-1055", "SKU-2081", "SKU-2085", "SKU-4028", "SKU-2066"])
+colCategory = Col("Category", ["Produce", "Dairy", "Dairy Alt", "Beverages", "Bakery", "Bakery", "Produce", "Dairy"])
+colRemaining = Col("Remaining", [1, 2, 3, 4, 5, 6, 7, 9], "number")
+colThreshold = Col("Threshold", [8, 10, 10, 10, 10, 10, 8, 12], "number")
+colStatus = Col("Status", ["Critical", "Critical", "Critical", "Critical", "Low", "Low", "Low", "Low"])
+colAction = Col("Reorder", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+chartSection = Card([chartHeader, chartDesc, stockChart], "sunk", "column", "s")
+chartHeader = Heading("Remaining Units vs Threshold", "h3")
+chartDesc = TextContent("Grouped bars show how far each item is below its warning level", "small")
+stockChart = HorizontalBarChart(["Strawberries 250g", "Eggs 12pk", "Almond Milk 1L", "Cold Brew 500ml", "Sourdough Loaf", "Whole Wheat Bread", "Avocado Hass", "Greek Yogurt 500g"], [remainingSeries, thresholdSeries], "grouped", "Units", "Item")
+remainingSeries = Series("Remaining", [1, 2, 3, 4, 5, 6, 7, 9])
+thresholdSeries = Series("Threshold", [8, 10, 10, 10, 10, 10, 8, 12])
+bulkActions = Buttons([reorderAllBtn, exportBtn, adjustThresholdBtn])
+reorderAllBtn = Button("Reorder All Critical (4 items)", null, "primary")
+exportBtn = Button("Export Low-Stock CSV", null, "secondary")
+adjustThresholdBtn = Button("Adjust Threshold", null, "tertiary")
+infoSeparator = Separator("horizontal", true)
+followUpBlock = FollowUpBlock([followUp1, followUp2])
+followUp1 = FollowUpItem("Show only Critical items (≤ 3 units)")
+followUp2 = FollowUpItem("Create purchase order for all low items")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..d88010084
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r2.txt
@@ -0,0 +1,40 @@
+root = Card([header, alertCritical, thresholdCallout, thresholdCard, searchForm, chartHeader, stockChart, tableHeader, inventoryTable, bulkActions, helpRow, footerText], "card", "column", "l")
+header = CardHeader("Low Inventory Warning", "8 items at or below threshold • Store #042 • Updated just now")
+alertCritical = Alert("2 items critically low", "Ethiopian Arabica Beans (2 left) and Oat Milk (3 left) will stock out in ~1-2 days at current velocity.", "warning")
+thresholdCallout = Callout("warning", "Warning threshold: ≤ 10 units", "Any SKU with 10 or fewer units on hand appears in this view. Threshold applies store-wide. Change it below if needed.")
+thresholdCard = Card([thresholdCardHeader, thresholdForm, thresholdHint], "sunk", "column", "s")
+thresholdCardHeader = CardHeader("Threshold that triggers this warning", "Current: 10 units • Applies to all categories")
+thresholdForm = Form("threshold-form", thresholdButtons, [thresholdField])
+thresholdField = FormControl("Adjust threshold", thresholdSlider, "Drag to set new low-stock limit (1-20 units)")
+thresholdSlider = Slider("threshold", "discrete", 1, 20, 1, [10], "Units before warning")
+thresholdButtons = Buttons([saveThresholdBtn, resetThresholdBtn])
+saveThresholdBtn = Button("Save threshold", null, "primary")
+resetThresholdBtn = Button("Reset to 10", null, "secondary")
+thresholdHint = TextContent("Example: Set to 15 to get earlier warnings for fast-moving items. Set to 5 for tighter control.", "small")
+searchForm = Form("search-low-stock", searchButtons, [searchField])
+searchField = FormControl("Search low-stock items", searchInput, "Filter by item name, SKU, or category — table and chart update instantly")
+searchInput = Input("search", "Search e.g. 'Arabica', 'SKU-1014', or 'Packaging'", "text")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+chartHeader = CardHeader("Remaining vs threshold", "Visual overview of how far each item is from the 10-unit limit")
+stockChart = HorizontalBarChart(["Arabica 1kg", "Oat Milk 1L", "Vanilla Syrup", "Cups 12oz", "Cold Brew 500ml", "Croissant", "Matcha 100g", "Cleaning Tabs"], [remainingSeries, thresholdSeries], "grouped", "Units", "Item")
+remainingSeries = Series("Remaining units", [2, 3, 4, 5, 6, 7, 9, 10])
+thresholdSeries = Series("Threshold", [10, 10, 10, 10, 10, 10, 10, 10])
+tableHeader = CardHeader("Items running low — remaining units", "Sorted by lowest stock first • Tap Reorder to create a purchase order draft")
+inventoryTable = Table([colItem, colSku, colCategory, colRemaining, colThreshold, colStatus, colAction])
+colItem = Col("Item", ["Ethiopian Arabica Beans 1kg", "Oat Milk 1L", "Vanilla Syrup 750ml", "Paper Cups 12oz (50pk)", "Cold Brew Concentrate 500ml", "Almond Croissant (frozen)", "Matcha Powder 100g", "Cleaning Tablets (30pk)"])
+colSku = Col("SKU", ["SKU-1001", "SKU-1008", "SKU-1014", "SKU-1022", "SKU-1035", "SKU-1041", "SKU-1047", "SKU-1055"])
+colCategory = Col("Category", ["Coffee Beans", "Dairy Alt", "Syrups", "Packaging", "Beverages", "Bakery", "Tea", "Supplies"])
+colRemaining = Col("Remaining", [2, 3, 4, 5, 6, 7, 9, 10], "number")
+colThreshold = Col("Threshold", [10, 10, 10, 10, 10, 10, 10, 10], "number")
+colStatus = Col("Status", ["Critical", "Critical", "Very Low", "Very Low", "Low", "Low", "Low", "At Threshold"])
+colAction = Col("Reorder", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+bulkActions = Buttons([reorderAllBtn, exportBtn])
+reorderAllBtn = Button("Reorder all critical (2 items)", null, "primary")
+exportBtn = Button("Export low-stock CSV", null, "secondary")
+helpRow = Card([helpText, reorderDialog], "clear", "row", "m", "center", "between")
+helpText = TextContent("Each row has its own Reorder action. Reorders create a draft PO you can review before sending to supplier.", "small")
+reorderDialog = DialogBlock("How reordering works", "Reorder flow", "Click Reorder on any item to open a draft purchase order with suggested quantity (threshold + 10). You can edit supplier, quantity, and delivery date before confirming. Bulk reorder does this for all Critical items at once.", [dialogNote], "secondary")
+dialogNote = TextContent("Tip: Use search to quickly find an item, then reorder without scrolling.", "small")
+footerText = TextContent("Showing 8 of 8 low-stock SKUs • Threshold = 10 units • Search filters this list instantly", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..bf83d1e1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r3.txt
@@ -0,0 +1,40 @@
+root = Card([header, thresholdCallout, searchCard, separator1, summaryRow, separator2, tableHeader, inventoryTable, chartHeader, stockChart, separator3, bulkCard, footerNote], "card", "column", "l")
+header = CardHeader("Low Inventory Warnings", "8 items below reorder threshold • Last updated just now • Auto-refresh every 15 min")
+thresholdCallout = Callout("warning", "Threshold: ≤ 10 units triggers this warning", "Any SKU at or below 10 units appears here. Items at ≤ 5 units are marked Critical and need immediate reorder. Change threshold in Settings → Inventory → Reorder Rules.")
+searchCard = Card([searchForm], "sunk", "column", "s")
+searchForm = Form("search-low-stock", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by item name, SKU, or category — e.g. Milk, SKU-2041, Dairy")
+searchInput = Input("search_query", "Search e.g. 'Milk', 'SKU-2041', 'Dairy'...", "text")
+searchButtons = Buttons([searchBtn, clearBtn], "row")
+searchBtn = Button("Search", null, "primary")
+clearBtn = Button("Clear filter", null, "tertiary")
+separator1 = Separator("horizontal", true)
+summaryRow = Card([kpiCardCritical, kpiCardLow, kpiCardTotal], "clear", "row", "m")
+kpiCardCritical = Card([kpiCriticalText], "card", "column", "s")
+kpiCriticalText = TextContent("**4 Critical**\n≤ 5 units — reorder now", "small-heavy")
+kpiCardLow = Card([kpiLowText], "card", "column", "s")
+kpiLowText = TextContent("**4 Low**\n6-10 units — reorder soon", "small-heavy")
+kpiCardTotal = Card([kpiTotalText], "card", "column", "s")
+kpiTotalText = TextContent("**8 Total**\nBelow threshold (10 units)", "small-heavy")
+separator2 = Separator("horizontal", true)
+tableHeader = Heading("Items running low", "h3")
+inventoryTable = Table([colItem, colSKU, colCategory, colRemaining, colThreshold, colStatus, colAction])
+colItem = Col("Item", ["Greek Yogurt Plain 32oz", "Sourdough Loaf", "Organic Whole Milk 1gal", "Almond Milk Unsweetened", "Arabica Coffee Beans 12oz", "Chicken Breast 2lb", "Free-Range Eggs 12ct", "Hass Avocados"], "string")
+colSKU = Col("SKU", ["SKU-3104", "SKU-1187", "SKU-2041", "SKU-2219", "SKU-2055", "SKU-1420", "SKU-1332", "SKU-1788"], "string")
+colCategory = Col("Category", ["Dairy", "Bakery", "Dairy", "Dairy Alt", "Pantry", "Meat", "Dairy", "Produce"], "string")
+colRemaining = Col("Remaining", [1, 2, 3, 4, 5, 6, 7, 9], "number")
+colThreshold = Col("Threshold", [10, 10, 10, 10, 10, 10, 10, 10], "number")
+colStatus = Col("Status", ["Critical", "Critical", "Critical", "Critical", "Low", "Low", "Low", "Low"], "string")
+colAction = Col("Reorder", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+chartHeader = Heading("Remaining vs. threshold", "h4")
+stockChart = HorizontalBarChart(["Yogurt", "Sourdough", "Whole Milk", "Almond Milk", "Coffee Beans", "Chicken", "Eggs", "Avocados"], [seriesRemaining, seriesThreshold], "grouped", "Units", "Item")
+seriesRemaining = Series("Remaining units", [1, 2, 3, 4, 5, 6, 7, 9])
+seriesThreshold = Series("Threshold (10)", [10, 10, 10, 10, 10, 10, 10, 10])
+separator3 = Separator("horizontal", true)
+bulkCard = Card([bulkText, bulkButtons], "clear", "column", "s")
+bulkText = TextContent("Each row has its own **Reorder** action. Use bulk actions to reorder multiple items at once.", "small")
+bulkButtons = Buttons([reorderCriticalBtn, reorderAllBtn, exportBtn], "row")
+reorderCriticalBtn = Button("Reorder All Critical (4)", null, "primary")
+reorderAllBtn = Button("Reorder All 8 Items", null, "secondary")
+exportBtn = Button("Export Low Stock CSV", null, "tertiary")
+footerNote = TextContent("Threshold applies store-wide at 10 units. Perishables and high-velocity SKUs can have custom thresholds in inventory settings.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..533536bf2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-stock__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, thresholdAlert, kpiRow, searchForm, listHeader, inventoryList, chartHeader, stockChart, bulkRow, helpText], "card", "column", "l")
+header = CardHeader("Low Inventory Alerts", "8 items below reorder threshold • Last synced just now • Store #042 - Downtown")
+thresholdAlert = Callout("warning", "Reorder threshold: ≤ 15 units", "Any SKU with 15 units or fewer is flagged as low stock. Items at ≤ 5 units are marked Critical and need immediate reorder.")
+kpiRow = Card([kpiTotal, kpiCritical, kpiThreshold], "sunk", "row", "m", "stretch", "between", true)
+kpiTotal = TextContent("**8 items**\nFlagged low stock", "large")
+kpiCritical = TextContent("**4 items**\nCritical (≤ 5 units)", "large")
+kpiThreshold = TextContent("**Threshold: 15 units**\nStore-wide • Tap Adjust to change", "large")
+searchForm = Form("search-low-stock", searchButtons, [searchField, categoryField])
+searchField = FormControl("Search items", searchInput, "Filters the low-stock list below in real time")
+searchInput = Input("search", "Search by name or SKU — e.g. 'earbuds' or 'TS-OCW-M'", "text")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [catAll, catApparel, catElectronics, catHome, catGrocery], "All categories")
+catAll = SelectItem("all", "All categories")
+catApparel = SelectItem("apparel", "Apparel")
+catElectronics = SelectItem("electronics", "Electronics")
+catHome = SelectItem("home", "Home & Kitchen")
+catGrocery = SelectItem("grocery", "Grocery")
+searchButtons = Buttons([searchBtn, clearBtn], "row")
+searchBtn = Button("Search", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+listHeader = Heading("Items running low — remaining units", "h3")
+inventoryList = ListBlock([item1, item2, item3, item4, item5, item6, item7, item8])
+item1 = ListItem("Stainless Steel Water Bottle 750ml", "SKU: BTL-SS-750 • 2 units remaining • Threshold: 15 • Critical • Home", null, "Reorder")
+item2 = ListItem("Organic Cotton T-Shirt — M / White", "SKU: TS-OCW-M • 3 units remaining • Threshold: 15 • Critical • Apparel", null, "Reorder")
+item3 = ListItem("Bamboo Cutting Board Set (3 pcs)", "SKU: KIT-BCB-03 • 4 units remaining • Threshold: 15 • Critical • Home", null, "Reorder")
+item4 = ListItem("Yoga Mat — Charcoal", "SKU: YM-CH-006 • 5 units remaining • Threshold: 15 • Critical • Apparel", null, "Reorder")
+item5 = ListItem("Wireless Earbuds Gen 2", "SKU: WB-G2-001 • 7 units remaining • Threshold: 15 • Low • Electronics", null, "Reorder")
+item6 = ListItem("LED Desk Lamp — Warm White", "SKU: LMP-LED-042 • 9 units remaining • Threshold: 15 • Low • Home", null, "Reorder")
+item7 = ListItem("Espresso Beans — Dark Roast 1kg", "SKU: CF-EB-DR1K • 11 units remaining • Threshold: 15 • Low • Grocery", null, "Reorder")
+item8 = ListItem("Recycled Paper Notebook A5 — 80pg", "SKU: NB-RC-A5 • 12 units remaining • Threshold: 15 • Low • Home", null, "Reorder")
+chartHeader = Heading("Remaining vs. threshold", "h4")
+stockChart = HorizontalBarChart(["Steel Bottle 750ml", "Cotton T-Shirt M", "Bamboo Board Set", "Yoga Mat Charcoal", "Wireless Earbuds G2", "LED Desk Lamp", "Espresso Beans 1kg", "Notebook A5"], [remainingSeries, thresholdSeries], "grouped", "Units", "Product")
+remainingSeries = Series("Remaining", [2, 3, 4, 5, 7, 9, 11, 12])
+thresholdSeries = Series("Threshold (15)", [15, 15, 15, 15, 15, 15, 15, 15])
+bulkRow = Card([bulkButtons, adjustThresholdDialog], "clear", "row", "m", "center", "between", true)
+bulkButtons = Buttons([reorderAllBtn, exportBtn], "row")
+reorderAllBtn = Button("Reorder all 8 flagged items", null, "primary")
+exportBtn = Button("Export CSV", null, "secondary")
+adjustThresholdDialog = DialogBlock("Adjust Threshold", "Adjust Low-Stock Threshold", "Change the unit count that triggers this warning. Currently set to 15 units store-wide.", [thresholdForm], "outline")
+thresholdForm = Form("threshold-form", thresholdFormButtons, [thresholdField, notifyField])
+thresholdField = FormControl("Warning threshold (units)", thresholdSlider, "Items at or below this value will appear in this view")
+thresholdSlider = Slider("threshold", "discrete", 5, 30, 1, [15], "Units")
+notifyField = FormControl("Notify when critical", notifySelect)
+notifySelect = Select("notify", [notifyYes, notifyNo], "Choose option")
+notifyYes = SelectItem("yes", "Yes — email manager at ≤ 5 units")
+notifyNo = SelectItem("no", "No notification")
+thresholdFormButtons = Buttons([saveThresholdBtn], "row")
+saveThresholdBtn = Button("Save threshold", null, "primary")
+helpText = TextContent("Tip: Use the search above to filter by name, SKU, or category. Each item has its own Reorder button to create a purchase order instantly. Adjust threshold if you want earlier or later warnings.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b2-support__r1.txt
new file mode 100644
index 000000000..de8508a0f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-support__r1.txt
@@ -0,0 +1,51 @@
+root = Card([header, kpiRow, slaProgress, alertHigh, separator1, ticketHeader, filterRow, ticketTable, priorityLegend, separator2, actionRow], "card", "column", "l")
+header = CardHeader("Support Lead — Morning View", "Monday, Aug 18 • 8:32 AM • Queue health at a glance")
+kpiRow = Card([openCard, respCard], "clear", "row", "m", "stretch", "between", true)
+openCard = Card([openHeader, openValue, openSub], "card", "column", "s")
+openHeader = TextContent("OPEN TICKETS", "small-heavy")
+openValue = TextContent("47", "large-heavy")
+openSub = TextContent("↑ 6 since yesterday • 12 marked High priority", "small")
+respCard = Card([respHeader, respValue, respSub], "card", "column", "s")
+respHeader = TextContent("AVG FIRST-RESPONSE TIME", "small-heavy")
+respValue = TextContent("1h 42m", "large-heavy")
+respSub = TextContent("↓ 18m vs last week • SLA target: 2h", "small")
+slaProgress = Progress(85, "SLA compliance — 85% responded within 2h")
+alertHigh = Callout("warning", "3 high-priority tickets awaiting first response", "Oldest is #4821 (20m ago) — at risk of breaching SLA. Consider re-assigning now.")
+separator1 = Separator("horizontal", true)
+ticketHeader = CardHeader("Five most recent tickets", "Newest first • Priority shown for each")
+filterRow = Card([filterLabel, filterButtons], "sunk", "row", "s", "center", "between")
+filterLabel = TextContent("Narrow view:", "small-heavy")
+filterButtons = Buttons([btnAll, btnHigh], "row")
+btnAll = Button("Show all (5)", null, "secondary")
+btnHigh = Button("High priority only", null, "primary")
+ticketTable = Table([colId, colSubject, colPriority, colCreated, colStatus])
+colId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Checkout payment fails on Safari", "SSO login loop — Acme Corp", "Invoice PDF not generating", "Mobile nav overlap on iOS", "API rate limit error 429"])
+colPriority = Col("Priority", ["High", "High", "Medium", "Low", "High"])
+colCreated = Col("Created", ["Today 08:12 AM", "Today 07:55 AM", "Today 07:40 AM", "Yesterday 6:10 PM", "Yesterday 5:42 PM"])
+colStatus = Col("Status", ["Open", "Open", "Pending", "Open", "Open"])
+priorityLegend = TagBlock(["High: 3", "Medium: 1", "Low: 1"])
+separator2 = Separator("horizontal", true)
+actionRow = Card([newTicketDialog, quickButtons], "clear", "row", "m", "center", "between")
+newTicketDialog = DialogBlock("＋ New ticket", "Open a new ticket", "Create a ticket and add it to the queue. It will appear in the recent list.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, assigneeField, detailsField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pHigh, pMed, pLow], "Select priority")
+pHigh = SelectItem("high", "High")
+pMed = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+assigneeField = FormControl("Assignee", assigneeSelect)
+assigneeSelect = Select("assignee", [aUnassigned, aAlex, aSam], "Choose assignee")
+aUnassigned = SelectItem("unassigned", "Unassigned — triage pool")
+aAlex = SelectItem("alex", "Alex Chen")
+aSam = SelectItem("sam", "Sam Rivera")
+detailsField = FormControl("Details", detailsArea, "Include steps to reproduce and customer impact")
+detailsArea = TextArea("details", "Describe the issue...", 3)
+formButtons = Buttons([createBtn, cancelBtn], "row")
+createBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+quickButtons = Buttons([refreshBtn, exportBtn], "row")
+refreshBtn = Button("Refresh queue", null, "secondary")
+exportBtn = Button("Export CSV", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b2-support__r2.txt
new file mode 100644
index 000000000..977b21bff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-support__r2.txt
@@ -0,0 +1,58 @@
+root = Card([header, morningCallout, kpiRow, filterCard, ticketsHeader, ticketsTable, actionRow, footerText], "card", "column", "l")
+header = CardHeader("Support Lead — Morning View", "Tuesday, August 18 • 08:42 AM • Queue: General • SLA 09:00–18:00")
+morningCallout = Callout("info", "Morning briefing", "47 open tickets — 12 high priority. Avg first-response 1h 22m (inside 2h target). 3 tickets approaching SLA breach.")
+kpiRow = Card([kpiOpen, kpiResponse, kpiSla], "clear", "row", "m")
+kpiOpen = Card([kpiOpenLabel, kpiOpenValue, kpiOpenTrend, kpiOpenBadge], "sunk", "column", "s")
+kpiOpenLabel = TextContent("OPEN TICKETS", "small-heavy")
+kpiOpenValue = Heading("47", "h1")
+kpiOpenTrend = TextContent("▲ 6 since yesterday • 12 high • 5 critical", "small")
+kpiOpenBadge = Badge("12 high priority", "destructive")
+kpiResponse = Card([kpiRespLabel, kpiRespValue, kpiRespTarget, kpiRespProgress], "sunk", "column", "s")
+kpiRespLabel = TextContent("AVG FIRST-RESPONSE TIME", "small-heavy")
+kpiRespValue = Heading("1h 22m", "h1")
+kpiRespTarget = TextContent("Target < 2h • -18m vs last week • 82% within SLA", "small")
+kpiRespProgress = Progress(82, "82% under 2h target")
+kpiSla = Card([kpiSlaLabel, kpiSlaValue, kpiSlaDetail, kpiSlaProgress], "sunk", "column", "s")
+kpiSlaLabel = TextContent("SLA HEALTH", "small-heavy")
+kpiSlaValue = Heading("91%", "h1")
+kpiSlaDetail = TextContent("3 tickets due in <2h • 2 breached overnight", "small")
+kpiSlaProgress = Progress(91, "91% SLA met")
+filterCard = Card([filterHeader, filterButtons, filterHint], "card", "column", "s")
+filterHeader = TextContent("Filter recent tickets", "small-heavy")
+filterButtons = Buttons([btnAll, btnHighOnly], "row")
+btnAll = Button("Show all 5", null, "secondary")
+btnHighOnly = Button("High priority only", null, "primary")
+filterHint = TextContent("Showing the 5 most recent tickets (newest first). Tap 'High priority only' to narrow to Critical + High.", "small")
+ticketsHeader = CardHeader("Five most recent tickets", "Newest first • Priority shown for each")
+ticketsTable = Table([colTicket, colSubject, colPriority, colCreated, colStatus])
+colTicket = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+colSubject = Col("Subject", ["Checkout payment fails on Safari", "SSO login loop — Acme Corp", "Invoice PDF not generating", "Mobile app crash on launch (iOS 17.5)", "Feature request: bulk export CSV"])
+colPriority = Col("Priority", ["High", "High", "Medium", "Critical", "Low"])
+colCreated = Col("Created", ["08:31 AM", "07:55 AM", "07:12 AM", "Yesterday 18:40", "Yesterday 17:05"])
+colStatus = Col("Status", ["Open", "Open", "Pending customer", "Open", "Open"])
+actionRow = Card([actionText, actionButtons], "clear", "row", "m", "center", "between")
+actionText = TextContent("Need to log something from standup?", "default")
+actionButtons = Buttons([newTicketDialog, viewAllBtn], "row")
+newTicketDialog = DialogBlock("＋ New Ticket", "Open a new ticket", "Create a ticket now — it will appear at the top of the queue and notify the assignee.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", newTicketFormButtons, [fieldSubject, fieldPriority, fieldDesc, fieldAssignee])
+fieldSubject = FormControl("Subject", inputSubject, "Brief summary shown in queue")
+inputSubject = Input("subject", "e.g. Checkout error on /pay — Safari 17")
+fieldPriority = FormControl("Priority", selectPriority)
+selectPriority = Select("priority", [optCritical, optHigh, optMedium, optLow], "Select priority")
+optCritical = SelectItem("critical", "Critical — P1")
+optHigh = SelectItem("high", "High — P2")
+optMedium = SelectItem("medium", "Medium — P3")
+optLow = SelectItem("low", "Low — P4")
+fieldDesc = FormControl("Description", areaDesc, "Include customer, impact, and repro steps")
+areaDesc = TextArea("description", "Describe the issue, customer impact, steps to reproduce...", 4)
+fieldAssignee = FormControl("Assignee (optional)", selectAssignee)
+selectAssignee = Select("assignee", [assigneeUnassigned, assigneeMaya, assigneeJon, assigneePriya], "Unassigned")
+assigneeUnassigned = SelectItem("unassigned", "Unassigned")
+assigneeMaya = SelectItem("maya", "Maya Chen")
+assigneeJon = SelectItem("jon", "Jon Park")
+assigneePriya = SelectItem("priya", "Priya Singh")
+newTicketFormButtons = Buttons([btnCreate, btnCancel], "row")
+btnCreate = Button("Create ticket", null, "primary")
+btnCancel = Button("Cancel", null, "tertiary")
+viewAllBtn = Button("View all tickets", null, "secondary")
+footerText = TextContent("Last refreshed 08:42 AM • Auto-refresh every 5 min • Source: Zendesk 'General' queue", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b2-support__r3.txt
new file mode 100644
index 000000000..9fd9d0ef6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-support__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, kpiRow, briefing, filterHeader, filterControls, ticketsTable, separator2, newTicketSection], "card", "column", "l")
+header = CardHeader("Support Lead — Morning View", "Monday, Aug 18 • 8:42 AM • All queues • SLA target: 2h first response")
+kpiRow = Card([kpiOpenCard, kpiResponseCard], "clear", "row", "m", "stretch", "between")
+kpiOpenCard = Card([kpiOpenTitle, kpiOpenValue, kpiOpenSub], "sunk", "column", "s")
+kpiOpenTitle = TextContent("Open tickets", "small")
+kpiOpenValue = Heading("127", "h1")
+kpiOpenSub = TextContent("↑ 12 since yesterday • 34 high-priority • 3 critical", "small")
+kpiResponseCard = Card([kpiResponseTitle, kpiResponseValue, kpiResponseSub], "sunk", "column", "s")
+kpiResponseTitle = TextContent("Avg. first-response time", "small")
+kpiResponseValue = Heading("1h 42m", "h1")
+kpiResponseSub = TextContent("↓ 18m vs last week • Within 2h SLA • 92% on target", "small")
+briefing = Callout("info", "Morning briefing", "3 critical tickets need first response within 30 minutes. 2 high-priority tickets are pending customer reply.")
+filterHeader = CardHeader("Five most recent tickets", "Sorted by created time — newest first")
+filterControls = Card([filterLabel, filterButtons], "clear", "row", "m", "center", "between")
+filterLabel = TextContent("Narrow view:", "small-heavy")
+filterButtons = Buttons([btnAll, btnHigh], "row")
+btnAll = Button("Show all", null, "secondary")
+btnHigh = Button("High priority only", null, "primary")
+ticketsTable = Table([colTicket, colSubject, colPriority, colStatus, colAge])
+colTicket = Col("Ticket", ["T-8842", "T-8841", "T-8840", "T-8839", "T-8838"])
+colSubject = Col("Subject", ["Checkout payment fails on Safari", "SSO invite email not received", "Dashboard export CSV truncated", "Cannot reset password — link expired", "API rate limit 429 on bulk import"])
+colPriority = Col("Priority", ["Critical", "High", "Medium", "High", "Low"])
+colStatus = Col("Status", ["Open", "Open", "Pending", "Open", "Open"])
+colAge = Col("Created", ["12m ago", "34m ago", "1h ago", "2h ago", "3h ago"])
+separator2 = Separator("horizontal", true)
+newTicketSection = Card([newTicketText, newTicketDialog], "clear", "row", "m", "center", "between")
+newTicketText = TextContent("Need to log something new? Open a ticket without leaving this view.", "small")
+newTicketDialog = DialogBlock("New Ticket", "Open a new ticket", "Create and assign a ticket. It will appear at the top of the queue.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput, "Brief summary visible in queue")
+subjectInput = Input("subject", "e.g. Checkout error on Safari 17")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pLow, pMed, pHigh, pCrit], "Select priority")
+pLow = SelectItem("low", "Low")
+pMed = SelectItem("medium", "Medium")
+pHigh = SelectItem("high", "High")
+pCrit = SelectItem("critical", "Critical")
+descField = FormControl("Description", descArea, "Include steps to reproduce and customer impact")
+descArea = TextArea("description", "Add details, links, and affected accounts...", 4)
+formButtons = Buttons([createBtn, cancelBtn], "row")
+createBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b2-support__r4.txt
new file mode 100644
index 000000000..244d91f3a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b2-support__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, alertBanner, kpiRow, ticketsHeader, filterBar, ticketsTable, actionBar, footerNote], "card", "column", "l")
+header = CardHeader("Support Lead — Morning View", "Tuesday, Aug 18 • 8:30 AM • All queues • Auto-refresh every 5m")
+alertBanner = Alert("Queue needs attention", "3 critical/high tickets awaiting first response >2h. Consider filtering to high-priority.", "warning")
+kpiRow = Card([openKpiCard, respKpiCard], "clear", "row", "m", "stretch", "between")
+openKpiCard = Card([openKpiHeader, openKpiValue, openKpiFooter, openKpiMeta], "sunk", "column", "s")
+openKpiHeader = TextContent("OPEN TICKETS", "small")
+openKpiValue = Heading("47", "h1")
+openKpiFooter = TextContent("12 unassigned • 8 awaiting customer", "small")
+openKpiMeta = Badge("▲ +6 since yesterday", "secondary")
+respKpiCard = Card([respKpiHeader, respKpiValue, respProgress, respFooter], "sunk", "column", "s")
+respKpiHeader = TextContent("AVG FIRST-RESPONSE TIME", "small")
+respKpiValue = Heading("2h 18m", "h1")
+respProgress = Progress(57, "SLA target 4h — 57% of budget used")
+respFooter = TextContent("↓ 22m vs last week • SLA compliance 94.2%", "small")
+ticketsHeader = Heading("Five most recent tickets", "h3")
+filterBar = Card([filterText, filterButtons], "clear", "row", "s", "center", "between")
+filterText = TextContent("Showing 5 most recent • Priority visible for each", "small")
+filterButtons = Buttons([highOnlyBtn, showAllBtn], "row")
+highOnlyBtn = Button("High-priority only", null, "secondary")
+showAllBtn = Button("Show all")
+ticketsTable = Table([colId, colSubject, colPriority, colStatus, colTime])
+colId = Col("Ticket", ["TK-2847", "TK-2846", "TK-2845", "TK-2844", "TK-2843"])
+colSubject = Col("Subject", ["Login failure after password reset", "Invoice PDF not generating", "API 429 — rate limit exceeded", "Request: SSO for Acme Corp", "Checkout stuck on payment step"])
+colPriority = Col("Priority", ["High", "Medium", "High", "Low", "Critical"])
+colStatus = Col("Status", ["Open", "Open", "Awaiting customer", "Open", "Open"])
+colTime = Col("Created", ["08:12 AM", "07:55 AM", "07:42 AM", "07:18 AM", "06:59 AM"])
+actionBar = Card([actionText, newTicketDialog], "clear", "row", "m", "center", "between")
+actionText = TextContent("Need to log something new? Create a ticket without leaving this view.", "small")
+newTicketDialog = DialogBlock("Open new ticket", "Create new ticket", "Log a new support request for the queue", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput, "Brief summary visible in queue")
+subjectInput = Input("subject", "e.g. Customer unable to export report")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pCritical, pHigh, pMedium, pLow], "Select priority")
+pCritical = SelectItem("critical", "Critical")
+pHigh = SelectItem("high", "High")
+pMedium = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+descField = FormControl("Description", descInput, "Include steps to reproduce and impact")
+descInput = TextArea("description", "Describe the issue...", 4)
+formButtons = Buttons([submitBtn, cancelBtn], "row")
+submitBtn = Button("Create ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+footerNote = TextContent("Tip: Use 'High-priority only' to narrow the table to Critical + High. New tickets appear at the top instantly.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..4e007e1f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r1.txt
@@ -0,0 +1,67 @@
+root = Card([header, navCard, kpiRow, nextPatientCallout, appointmentsCard, bottomRow, footerNote], "card", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Tuesday, August 18, 2026 • Front Desk • 8:00 AM — 6:00 PM")
+navCard = Card([navHeader, navControls, calendarBlock, navHint], "sunk", "column", "m")
+navHeader = Heading("Move to Another Day", "h3")
+navControls = Buttons([prevBtn, todayBtn, nextBtn])
+prevBtn = Button("◀ Yesterday", null, "secondary")
+todayBtn = Button("Today — Aug 18", null, "primary")
+nextBtn = Button("Tomorrow ▶", null, "secondary")
+calendarBlock = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+navHint = TextContent("Select any date on the calendar or use Yesterday / Tomorrow to jump. Day view updates instantly.", "small")
+kpiRow = Card([expectedCard, noShowCard], "clear", "row", "m")
+expectedCard = Card([expectedHeader, expectedMetric, expectedSub, expectedTags], "card", "column", "s")
+expectedHeader = TextContent("Patients Expected Today", "small-heavy")
+expectedMetric = Heading("24 patients", "h1")
+expectedSub = TextContent("18 confirmed • 4 walk-ins • 2 new patients • 3 already checked in", "small")
+expectedTags = TagBlock(["24 TOTAL", "18 CONFIRMED", "3 CHECKED IN"])
+noShowCard = Card([noShowHeader, noShowProgress, noShowTrend, noShowDetail], "card", "column", "s")
+noShowHeader = TextContent("No-Show Rate — This Month (August)", "small-heavy")
+noShowProgress = Progress(11, "11% no-show — 18 of 164 appointments")
+noShowTrend = BarChart(["Aug W1", "Aug W2", "Aug W3", "Aug W4 (so far)"], [noShowSeries], "grouped", "Week", "%")
+noShowSeries = Series("No-show %", [13, 10, 12, 9])
+noShowDetail = TextContent("↓ 3.2% vs July (14.2%) • Best day: Fridays (6%) • Worst: Mondays (15%)", "small")
+nextPatientCallout = Callout("info", "NEXT PATIENT CALLED → Exam 2", "Maya Patel • 10:45 AM • Dr. Alvarez — Consult • Checked in 10:38 AM • Please proceed to Exam 2. On display in waiting room.")
+appointmentsCard = Card([apptHeader, apptTable, apptLegend], "card", "column", "m")
+apptHeader = CardHeader("Today's Appointments", "10 upcoming slots shown • Times and patient names • Status updates live")
+apptTable = Table([timeCol, patientCol, typeCol, providerCol, roomCol2, statusCol2, actionCol])
+timeCol = Col("Time", ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:45 AM", "11:15 AM", "11:45 AM", "1:00 PM", "2:00 PM"])
+patientCol = Col("Patient", ["James Wilson", "Sofia Garcia", "Kenji Tanaka", "Ava Thompson", "Liam O'Connell", "Maya Patel", "Elena Rossi", "David Kim", "Priya Nair", "Carlos Mendez"])
+typeCol = Col("Visit Type", ["Follow-up", "New Patient", "Physical", "Lab Review", "Follow-up", "Consult", "Vaccination", "Follow-up", "New Patient", "Physical"])
+providerCol = Col("Provider", ["Dr. Alvarez", "Dr. Chen", "Dr. Alvarez", "Dr. Chen", "Dr. Alvarez", "Dr. Alvarez", "Dr. Chen", "Dr. Alvarez", "Dr. Chen", "Dr. Alvarez"])
+roomCol2 = Col("Room", ["Exam 1", "Exam 2", "Exam 1", "Exam 3", "Exam 1", "Exam 2", "Consult A", "Exam 3", "Exam 2", "Exam 1"])
+statusCol2 = Col("Status", ["Checked In", "Arrived", "Confirmed", "No Show", "In Room", "CALLED → Exam 2", "Confirmed", "Confirmed", "Confirmed", "Confirmed"])
+actionCol = Col("Action", ["View", "Check In", "Check In", "—", "—", "—", "Check In", "Check In", "Check In", "Check In"], "action")
+apptLegend = TextContent("Tap 'Check In' in the Action column or use the Check-In panel on the right. Called patient is highlighted.", "small")
+bottomRow = Card([roomsCard, checkInCard], "clear", "row", "m")
+roomsCard = Card([roomsHeader, roomsTable, roomsBadges, roomsHint], "card", "column", "m")
+roomsHeader = CardHeader("Rooms — Free Right Now", "Live at 10:42 AM • 3 of 5 free")
+roomsTable = Table([roomCol, statusCol, nextCol])
+roomCol = Col("Room", ["Exam 1", "Exam 2", "Exam 3", "Procedure", "Consult A"])
+statusCol = Col("Status", ["Free ✓", "Occupied", "Free ✓", "Cleaning", "Free ✓"])
+nextCol = Col("Next Available", ["Now", "11:00 AM", "Now", "11:30 AM", "Now"])
+roomsBadges = TagBlock(["3 FREE", "1 OCCUPIED", "1 CLEANING"])
+roomsHint = TextContent("Free rooms can be assigned during check-in. Occupied rooms show next free time.", "small")
+checkInCard = Card([checkInHeader, checkInForm], "card", "column", "m")
+checkInHeader = CardHeader("Check a Patient In", "Confirm arrival and assign a free room")
+checkInForm = Form("check-in", checkInButtons, [patientSelectField, timeField, roomField, notesField])
+patientSelectField = FormControl("Patient", patientSelect, "Choose from today's expected patients")
+patientSelect = Select("patient", [p1, p2, p3, p4, p5, p6], "Select patient")
+p1 = SelectItem("sofia_garcia", "8:30 AM — Sofia Garcia (Dr. Chen)")
+p2 = SelectItem("kenji_tanaka", "9:00 AM — Kenji Tanaka (Dr. Alvarez)")
+p3 = SelectItem("elena_rossi", "11:15 AM — Elena Rossi (Dr. Chen)")
+p4 = SelectItem("david_kim", "11:45 AM — David Kim (Dr. Alvarez)")
+p5 = SelectItem("priya_nair", "1:00 PM — Priya Nair (Dr. Chen)")
+p6 = SelectItem("carlos_mendez", "2:00 PM — Carlos Mendez (Dr. Alvarez)")
+timeField = FormControl("Arrival time", arrivalInput, "Auto-filled with current time")
+arrivalInput = Input("arrival_time", "10:42 AM", "text")
+roomField = FormControl("Assign room", roomSelect)
+roomSelect = Select("room", [r1, r2, r3], "Choose free room")
+r1 = SelectItem("exam1", "Exam 1 — Free now")
+r2 = SelectItem("exam3", "Exam 3 — Free now")
+r3 = SelectItem("consult_a", "Consult A — Free now")
+notesField = FormControl("Notes (optional)", notesArea)
+notesArea = TextArea("notes", "Insurance verified, co-pay collected...", 2)
+checkInButtons = Buttons([checkInBtn, clearBtn])
+checkInBtn = Button("Check In Patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+footerNote = TextContent("All 7 reception needs on one screen: appointments, expected count, no-show rate, free rooms, next called patient, check-in, and day navigation.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..4c1c65396
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r2.txt
@@ -0,0 +1,78 @@
+root = Card([header, dateNavCard, kpiRow, nextPatientCard, mainAppointmentsCard, checkInCard, footerText], "clear", "column", "l")
+header = CardHeader("Main Street Family Clinic — Reception Day View", "Tuesday, August 19, 2026 • Front Desk — Sarah M. • 8:00 AM - 5:00 PM")
+dateNavCard = Card([dateNavHeader, dateNavInner], "sunk", "column", "m")
+dateNavHeader = CardHeader("Day Navigation", "Move to another day — use quick buttons, jump to date, or calendar")
+dateNavInner = Card([navButtons, dateJumpForm, calendarBlock], "clear", "row", "l", "center", "between", true)
+navButtons = Buttons([prevBtn, todayBtn, nextBtn])
+prevBtn = Button("◀ Yesterday")
+todayBtn = Button("Today", null, "secondary")
+nextBtn = Button("Tomorrow ▶")
+dateJumpForm = Form("jump-date", dateJumpButtons, [dateField])
+dateField = FormControl("Go to date", datePicker, "Jump to any day")
+datePicker = DatePicker("jump_date", "single")
+dateJumpButtons = Buttons([jumpBtn])
+jumpBtn = Button("Go", null, "primary")
+calendarBlock = CalendarBlock("single", "2026-08-19", 1, "dropdown")
+kpiRow = Card([expectedCard, noshowCard, roomsCard], "clear", "row", "m", "stretch", "between", true)
+expectedCard = Card([expectedHeader, expectedCount, expectedProgress, expectedDetail], "card", "column", "m")
+expectedHeader = CardHeader("Patients Expected", "Today's total")
+expectedCount = TextContent("24 patients", "large-heavy")
+expectedProgress = Progress(75, "18 checked in • 6 remaining")
+expectedDetail = TextContent("2 arriving next hour • 4 scheduled after 2 PM", "small")
+noshowCard = Card([noshowHeader, noshowRate, noshowChart, noshowDetail], "card", "column", "m")
+noshowHeader = CardHeader("No-Show Rate", "August 2026 — month to date")
+noshowRate = TextContent("8.4% no-show", "large-heavy")
+noshowChart = SingleStackedBarChart(["Attended", "No-show"], [91.6, 8.4])
+noshowDetail = TextContent("18 no-shows of 214 scheduled • Down from 11.2% in July", "small")
+roomsCard = Card([roomsHeader, roomsFreeBadge, roomsList], "card", "column", "m")
+roomsHeader = CardHeader("Rooms Right Now", "6 exam rooms")
+roomsFreeBadge = Badge("3 of 6 rooms FREE", "secondary")
+roomsList = ListBlock([room1, room2, room3, room4, room5, room6])
+room1 = ListItem("Room 1 — Occupied", "James Wilson with Dr. Kim since 09:00", null, "In Use")
+room2 = ListItem("Room 2 — FREE", "Cleaned • Ready for next patient", null, "Free")
+room3 = ListItem("Room 3 — Ready", "Reserved for Maria Chen • 10:30 AM • Dr. Patel", null, "Next Up")
+room4 = ListItem("Room 4 — FREE", "Available now", null, "Free")
+room5 = ListItem("Room 5 — Occupied", "Ava Thompson with Dr. Patel since 09:30", null, "In Use")
+room6 = ListItem("Room 6 — FREE", "Available now", null, "Free")
+nextPatientCard = Card([nextPatientHeader, nextPatientCallout, nextPatientDetails, nextPatientButtons], "card", "column", "m")
+nextPatientHeader = CardHeader("Next Patient Called", "Now calling to Room 3")
+nextPatientCallout = Callout("info", "10:30 AM — Maria Chen", "Please proceed to Room 3 • Dr. Patel • Follow-up visit • Checked in at 10:18 AM")
+nextPatientDetails = TextContent("DOB: 04/12/1988 • MRN 48219 • Waiting: 12 min • Accompanied by family", "small")
+nextPatientButtons = Buttons([callAgainBtn, showDirectionsBtn, markSeatedBtn])
+callAgainBtn = Button("Re-call Patient", null, "secondary")
+showDirectionsBtn = Button("Show Directions to Room 3", null, "secondary")
+markSeatedBtn = Button("Mark Seated in Room", null, "primary")
+mainAppointmentsCard = Card([appointmentsHeader, appointmentsTable, appointmentsLegend], "card", "column", "m")
+appointmentsHeader = CardHeader("Today's Appointments", "12 shown • 24 total • Tap 'Check In' to admit arriving patients")
+appointmentsTable = Table([colTime, colPatient, colType, colProvider, colRoom, colStatus, colAction])
+colTime = Col("Time", ["08:30", "09:00", "09:30", "10:00", "10:30", "11:00", "11:30", "13:00", "13:30", "14:00", "14:30", "15:00"])
+colPatient = Col("Patient", ["James Wilson", "Sofia Rodriguez", "Ava Thompson", "Liam Okafor", "Maria Chen", "Ethan Brooks", "Olivia Zhang", "Noah Patel", "Isabella Cruz", "Mason Lee", "Harper Davis", "Amir Hassan"])
+colType = Col("Visit Type", ["Annual Physical", "Follow-up", "New Patient", "Lab Review", "Follow-up", "Vaccination", "Consult", "Physical", "Follow-up", "New Patient", "Therapy", "Follow-up"])
+colProvider = Col("Provider", ["Dr. Kim", "Dr. Patel", "Dr. Patel", "Dr. Kim", "Dr. Patel", "Dr. Kim", "Dr. Alvarez", "Dr. Kim", "Dr. Patel", "Dr. Alvarez", "Dr. Kim", "Dr. Patel"])
+colRoom = Col("Room", ["1", "2", "5", "4", "3", "2", "6", "1", "3", "6", "4", "5"])
+colStatus = Col("Status", ["In Room", "Completed", "In Room", "Waiting", "Called • Room 3", "Expected", "Expected", "Expected", "Checked In", "Expected", "Expected", "Expected"])
+colAction = Col("Action", ["—", "—", "—", "Check In", "Seated", "Check In", "Check In", "Check In", "—", "Check In", "Check In", "Check In"], "action")
+appointmentsLegend = TextContent("Status key: Expected → Waiting → Called → In Room → Completed • No-shows marked in red at end of day", "small")
+checkInCard = Card([checkInHeader, checkInForm], "card", "column", "m")
+checkInHeader = CardHeader("Check In Patient", "Quick check-in for arriving patients")
+checkInForm = Form("check-in", checkInButtons, [patientSelectField, arrivalTimeField, roomAssignField])
+patientSelectField = FormControl("Select patient", patientSelect, "Only expected patients who haven't been checked in are listed")
+patientSelect = Select("patient", [optLiam, optEthan, optOlivia, optNoah, optMason, optHarper], "Choose patient...")
+optLiam = SelectItem("liam_okafor_1000", "10:00 — Liam Okafor (Lab Review)")
+optEthan = SelectItem("ethan_brooks_1100", "11:00 — Ethan Brooks (Vaccination)")
+optOlivia = SelectItem("olivia_zhang_1130", "11:30 — Olivia Zhang (Consult)")
+optNoah = SelectItem("noah_patel_1300", "13:00 — Noah Patel (Physical)")
+optMason = SelectItem("mason_lee_1400", "14:00 — Mason Lee (New Patient)")
+optHarper = SelectItem("harper_davis_1430", "14:30 — Harper Davis (Therapy)")
+arrivalTimeField = FormControl("Arrival time", arrivalInput, "Defaults to now if left blank")
+arrivalInput = Input("arrival_time", "10:42 AM", "text")
+roomAssignField = FormControl("Assign room (optional)", roomSelect, "Auto-assigns to next free room if empty")
+roomSelect = Select("room", [roomOpt2, roomOpt4, roomOpt6, roomOptAuto], "Auto-assign")
+roomOpt2 = SelectItem("room2", "Room 2 — Free")
+roomOpt4 = SelectItem("room4", "Room 4 — Free")
+roomOpt6 = SelectItem("room6", "Room 6 — Free")
+roomOptAuto = SelectItem("auto", "Auto-assign next free")
+checkInButtons = Buttons([checkInBtn, clearBtn])
+checkInBtn = Button("Check In Patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+footerText = TextContent("All 7 items visible: (1) appointments with times/names in table, (2) 24 expected, (3) 8.4% no-show, (4) 3 rooms free, (5) Maria Chen called next, (6) check-in via table or form, (7) move days via buttons/calendar/date jump.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..a4bba5fec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r3.txt
@@ -0,0 +1,76 @@
+root = Card([header, kpiRow, nextPatientBlock, mainRow, dayNavSection], "clear", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Monday, August 18, 2026 • Front Desk • Dr. Chen & Dr. Patel Team")
+kpiRow = Card([expectedCard, noShowCard, roomsSummaryCard], "clear", "row", "m", "stretch", "start", true)
+expectedCard = Card([expectedHeading, expectedValue, expectedSub, expectedBadge], "card", "column", "s")
+expectedHeading = TextContent("Patients Expected Today", "small")
+expectedValue = Heading("24 patients", "h1")
+expectedSub = TextContent("18 scheduled • 6 walk-in slots • 14 checked in so far", "small")
+expectedBadge = Badge("2 early arrivals", "secondary")
+noShowCard = Card([noShowHeading, noShowRate, noShowProgress, noShowChart, noShowSub], "card", "column", "s")
+noShowHeading = TextContent("No-Show Rate — This Month", "small")
+noShowRate = Heading("7.8%", "h1")
+noShowProgress = Progress(7.8, "7.8% no-shows of 412 appointments in August")
+noShowChart = PieChart(["Attended", "No-Show"], [92.2, 7.8], "donut", "circular")
+noShowSub = TextContent("Down from 9.4% in July • Target <8%", "small")
+roomsSummaryCard = Card([roomsSummaryHeading, roomsSummaryValue, roomsSummarySub, roomsSummaryBadge], "card", "column", "s")
+roomsSummaryHeading = TextContent("Rooms Free Right Now", "small")
+roomsSummaryValue = Heading("2 of 5 free", "h1")
+roomsSummarySub = TextContent("Room 4 & Room 5 available • Next free: Room 2 at 10:45", "small")
+roomsSummaryBadge = Badge("Updated 10:32 AM", "outline")
+nextPatientBlock = Card([nextPatientAlert, nextPatientDetails], "card", "column", "s")
+nextPatientAlert = Alert("NEXT PATIENT CALLED — 10:00 AM", "Aisha Johnson → Room 2 with Dr. Patel • Please proceed to Room 2", "info")
+nextPatientDetails = Card([nextPatientText, nextPatientButtons], "clear", "row", "m", "center", "between", true)
+nextPatientText = TextContent("**Called at 10:31 AM** by Reception • Status: In Room • Check-in: 09:48 AM • Type: Lab Review", "small")
+nextPatientButtons = Buttons([callAgainBtn, markSeatedBtn], "row")
+callAgainBtn = Button("Re-announce", null, "secondary", "normal", "small")
+markSeatedBtn = Button("Mark Seated", null, "primary", "normal", "small")
+mainRow = Card([appointmentsCard, sideStack], "clear", "row", "l", "start", "start", true)
+appointmentsCard = Card([appointmentsHeader, appointmentsTable, appointmentsLegend, separator1], "card", "column", "m")
+appointmentsHeader = CardHeader("Today's Appointments", "August 18, 2026 • 10 appointments • Sorted by time")
+appointmentsTable = Table([colTime, colPatient, colType, colProvider, colRoom, colStatus])
+colTime = Col("Time", ["08:00", "08:30", "09:00", "09:30", "10:00", "10:30", "11:00", "11:30", "13:00", "13:30"])
+colPatient = Col("Patient", ["Sarah Mitchell", "James Carter", "Maria Gomez", "David Kim", "Aisha Johnson", "Robert Evans", "Linda Wu", "Thomas Wright", "Emily Davis", "Kevin Okafor"])
+colType = Col("Visit Type", ["Annual Physical", "Follow-up", "Vaccination", "Consultation", "Lab Review", "Physio", "Dermatology", "Blood Work", "Follow-up", "New Patient"])
+colProvider = Col("Provider", ["Dr. Chen", "Dr. Patel", "Nurse Lee", "Dr. Chen", "Dr. Patel", "Wong, PT", "Dr. Chen", "Nurse Lee", "Dr. Patel", "Dr. Chen"])
+colRoom = Col("Room", ["R1", "R2", "R3", "R1", "R2", "R4", "R1", "R3", "R2", "R1"])
+colStatus = Col("Status", ["Checked In", "Arrived", "Expected", "Expected", "In Room", "Expected", "Expected", "Checked In", "Expected", "Expected"])
+appointmentsLegend = TagBlock(["Checked In", "Arrived", "In Room", "Expected", "No-Show"])
+separator1 = Separator("horizontal", true)
+sideStack = Card([roomsCardDetail, checkInCard], "clear", "column", "l")
+roomsCardDetail = Card([roomsHeader, roomsList, roomsFreeChart], "card", "column", "m")
+roomsHeader = CardHeader("Room Status — Right Now", "Live at 10:32 AM")
+roomsList = ListBlock([room1, room2, room3, room4, room5], "number")
+room1 = ListItem("Room 1 — Dr. Chen", "Occupied • David Kim (09:30) until 10:45", null, "Occupied")
+room2 = ListItem("Room 2 — Dr. Patel", "Occupied • Aisha Johnson (10:00) — NEXT PATIENT", null, "Occupied")
+room3 = ListItem("Room 3 — Nurse Lee", "Occupied • Thomas Wright — Blood Work", null, "Occupied")
+room4 = ListItem("Room 4 — Physio", "FREE • Cleaning done • Ready for 10:30 Robert Evans", null, "Free")
+room5 = ListItem("Room 5 — Flexible", "FREE • Available for walk-ins", null, "Free")
+roomsFreeChart = SingleStackedBarChart(["Occupied", "Free"], [60, 40])
+checkInCard = Card([checkInHeader, checkInForm], "card", "column", "m")
+checkInHeader = CardHeader("Check Patient In", "Select arriving patient and confirm")
+checkInForm = Form("check-in", checkInButtons, [checkInPatientField, checkInNotesField])
+checkInPatientField = FormControl("Patient — today's appointments", checkInPatientSelect, "Only today's expected patients are listed")
+checkInPatientSelect = Select("patient", [optSarah, optJames, optMaria, optDavid, optAisha, optRobert, optLinda, optThomas], "Select patient to check in")
+optSarah = SelectItem("sarah", "08:00 — Sarah Mitchell")
+optJames = SelectItem("james", "08:30 — James Carter")
+optMaria = SelectItem("maria", "09:00 — Maria Gomez")
+optDavid = SelectItem("david", "09:30 — David Kim")
+optAisha = SelectItem("aisha", "10:00 — Aisha Johnson — NEXT")
+optRobert = SelectItem("robert", "10:30 — Robert Evans")
+optLinda = SelectItem("linda", "11:00 — Linda Wu")
+optThomas = SelectItem("thomas", "11:30 — Thomas Wright")
+checkInNotesField = FormControl("Notes (optional)", checkInNotesInput, "e.g., Insurance card collected, co-pay")
+checkInNotesInput = Input("notes", "Add note...", "text")
+checkInButtons = Buttons([checkInBtn, undoBtn], "row")
+checkInBtn = Button("Check In ✓", null, "primary", "normal", "medium")
+undoBtn = Button("Clear", null, "tertiary", "normal", "medium")
+dayNavSection = Card([dayNavHeader, dayNavControls], "card", "column", "m")
+dayNavHeader = CardHeader("Move to Another Day", "Jump to any date or step day-by-day")
+dayNavControls = Card([navButtons, datePickerField, dayNavCalendar], "clear", "row", "l", "start", "between", true)
+navButtons = Buttons([prevBtn, todayBtn, nextBtn], "row")
+prevBtn = Button("← Previous Day", null, "secondary", "normal", "medium")
+todayBtn = Button("Today", null, "secondary", "normal", "medium")
+nextBtn = Button("Next Day →", null, "primary", "normal", "medium")
+datePickerField = FormControl("Go to date", datePicker)
+datePicker = DatePicker("selected_date", "single", null, ["2026-08-18"])
+dayNavCalendar = CalendarBlock("single", "2026-08-18", 1, "dropdown")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..cc391af13
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-clinic__r4.txt
@@ -0,0 +1,70 @@
+root = Card([header, dateNavCard, kpiRow, nextPatientCallout, mainContent, checkInSection], "card", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Tuesday, August 18, 2026 • Main Street Family Clinic • Desk: Ana Rivera • 10:15 AM")
+dateNavCard = Card([dateNavHeader, dateNavControls], "sunk", "column", "m")
+dateNavHeader = Heading("Move to Another Day", "h3")
+dateNavControls = Card([calendarBlock, navButtonsCol], "clear", "row", "m")
+calendarBlock = CalendarBlock("single", "2026-08-18", 1, "label")
+navButtonsCol = Card([navButtons, navHint], "clear", "column", "s")
+navButtons = Buttons([prevDayBtn, todayBtn, nextDayBtn], "row")
+prevDayBtn = Button("← Previous Day", null, "secondary")
+todayBtn = Button("Today", null, "primary")
+nextDayBtn = Button("Next Day →", null, "secondary")
+navHint = TextContent("Select a date on the calendar or use quick navigation to jump days", "small")
+kpiRow = Card([expectedCard, noShowCard, roomsFreeCard], "clear", "row", "m")
+expectedCard = Card([expectedHeader, expectedCount, expectedDetail, expectedProgress], "card", "column", "s")
+expectedHeader = CardHeader("Expected Today", "Total scheduled")
+expectedCount = Heading("14 patients", "h2")
+expectedDetail = TextContent("11 upcoming • 2 checked in • 1 in progress", "small")
+expectedProgress = Progress(21, "21% arrived")
+noShowCard = Card([noShowHeader, noShowRate, noShowDetail, noShowChart], "card", "column", "s")
+noShowHeader = CardHeader("No-Show Rate", "This month — August 2026")
+noShowRate = Heading("8.2%", "h2")
+noShowDetail = TextContent("19 no-shows of 232 scheduled • Down from 11.4% in July", "small")
+noShowChart = SingleStackedBarChart(["Attended", "No-show"], [91.8, 8.2])
+roomsFreeCard = Card([roomsHeader, roomsCount, roomsDetail, roomsProgress], "card", "column", "s")
+roomsHeader = CardHeader("Rooms Free Now", "Live at 10:15 AM")
+roomsCount = Heading("2 of 5 free", "h2")
+roomsDetail = TextContent("Room 2 & Room 4 available • Room 3 cleaning until 10:25", "small")
+roomsProgress = Progress(40, "40% available")
+nextPatientCallout = Callout("info", "🔔 NOW CALLING — Next Patient", "10:30 AM • Maria Santos (DOB 04/12/1989) → Room 3 with Dr. Chen • Please proceed to Room 3. Status: Called")
+mainContent = Card([appointmentsCard, roomsStatusCard], "clear", "row", "l")
+appointmentsCard = Card([appointmentsHeader, appointmentsTable, appointmentsLegend], "card", "column", "m")
+appointmentsHeader = CardHeader("Today's Appointments", "14 appointments with times and patient names • Sorted chronologically")
+appointmentsTable = Table([colTime, colPatient, colProvider, colRoom, colStatus])
+colTime = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:30 PM", "2:00 PM", "2:30 PM", "3:00 PM", "3:30 PM", "4:00 PM"])
+colPatient = Col("Patient", ["James Wilson", "Priya Patel", "David Kim", "Sofia Alvarez", "Maria Santos", "Robert Chen", "Aisha Johnson", "Thomas Brown", "Emily Davis", "Carlos Mendez", "Linda Park", "Michael Okafor", "Sarah Miller", "Kevin Nguyen"])
+colProvider = Col("Provider", ["Dr. Chen", "Dr. Rivera", "Dr. Rivera", "Dr. Chen", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen", "Dr. Patel", "Dr. Rivera", "Dr. Chen"])
+colRoom = Col("Room", ["Room 1", "Room 2", "Room 5", "Room 1", "Room 3", "Room 5", "Room 1", "Room 2", "Room 4", "Room 5", "Room 1", "Room 2", "Room 3", "Room 4"])
+colStatus = Col("Status", ["Checked In", "In Progress", "Checked In", "In Progress", "NEXT — Called", "Confirmed", "Confirmed", "Confirmed", "Waiting", "Confirmed", "Confirmed", "Confirmed", "Confirmed", "Confirmed"])
+appointmentsLegend = TextContent("● Checked In = at front desk • In Progress = with provider • Waiting = in waiting room • NEXT = currently being called", "small")
+roomsStatusCard = Card([roomsStatusHeader, roomsList, roomsSeparator, roomsTags], "card", "column", "m")
+roomsStatusHeader = CardHeader("Room Status", "Which rooms are free right now")
+roomsList = ListBlock([room1, room2, room3, room4, room5])
+room1 = ListItem("Room 1 — Occupied", "Sofia Alvarez with Dr. Chen since 10:00 AM • Exam in progress", null, "Occupied")
+room2 = ListItem("Room 2 — FREE", "Available now • Cleaned at 9:45 AM • Ready for next patient", null, "Free")
+room3 = ListItem("Room 3 — Cleaning", "Cleaning until 10:25 AM • Next: Maria Santos at 10:30 AM", null, "Cleaning")
+room4 = ListItem("Room 4 — FREE", "Available now • Ready for walk-in or next scheduled", null, "Free")
+room5 = ListItem("Room 5 — Occupied", "David Kim with Dr. Rivera since 9:30 AM • Follow-up", null, "Occupied")
+roomsSeparator = Separator("horizontal", true)
+roomsTags = TagBlock(["2 Free", "2 Occupied", "1 Cleaning", "Updated 10:15 AM"])
+checkInSection = Card([checkInHeader, checkInForm], "sunk", "column", "m")
+checkInHeader = CardHeader("Check a Patient In", "Select patient arriving at reception and assign a free room")
+checkInForm = Form("check-in", checkInButtons, [patientField, roomField, notesField])
+patientField = FormControl("Patient — Today's Schedule", patientSelect, "Only patients scheduled for Aug 18 are listed")
+patientSelect = Select("patient", [optMaria, optRobert, optAisha, optThomas, optEmily, optCarlos], "Select patient to check in")
+optMaria = SelectItem("maria_santos_1030", "10:30 AM — Maria Santos — Dr. Chen — Room 3")
+optRobert = SelectItem("robert_chen_1100", "11:00 AM — Robert Chen — Dr. Patel — Room 5")
+optAisha = SelectItem("aisha_johnson_1130", "11:30 AM — Aisha Johnson — Dr. Rivera — Room 1")
+optThomas = SelectItem("thomas_brown_1300", "1:00 PM — Thomas Brown — Dr. Chen — Room 2")
+optEmily = SelectItem("emily_davis_1330", "1:30 PM — Emily Davis — Dr. Patel — Room 4")
+optCarlos = SelectItem("carlos_mendez_1400", "2:00 PM — Carlos Mendez — Dr. Rivera — Room 5")
+roomField = FormControl("Assign Room", roomSelect, "Free rooms are highlighted")
+roomSelect = Select("room", [roomOpt2, roomOpt4, roomOpt3], "Choose room")
+roomOpt2 = SelectItem("room2", "Room 2 — FREE — Available now")
+roomOpt4 = SelectItem("room4", "Room 4 — FREE — Available now")
+roomOpt3 = SelectItem("room3", "Room 3 — Cleaning (ready 10:25)")
+notesField = FormControl("Notes (optional)", notesInput)
+notesInput = Input("notes", "e.g., Insurance verified, co-pay collected", "text")
+checkInButtons = Buttons([checkInBtn, clearBtn], "row")
+checkInBtn = Button("✓ Check In Patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-content__r1.txt
new file mode 100644
index 000000000..d4f096ffb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-content__r1.txt
@@ -0,0 +1,108 @@
+root = Card([header, actionBar, topBar, draftsCard, middleRow, readershipCard, commentsCard, followUpBlock], "card", "column", "l")
+header = CardHeader("Content Studio", "Editorial command center — drafts, publishing, and readership at a glance")
+actionBar = Card([actionText, actionButtons], "clear", "row", "m", "center", "between")
+actionText = TextContent("Filtered by: **All Categories** • 6 drafts • 5 published this week • 4 comments awaiting reply", "small")
+actionButtons = Buttons([newDraftBtn, newDraftDialog])
+newDraftBtn = Button("Start New Draft", null, "primary")
+newDraftDialog = DialogBlock("Quick Draft...", "Start New Draft", "Create a blank draft and jump straight into editing.", [newDraftForm])
+newDraftForm = Form("quick-draft", newDraftFormButtons, [qdTitleField, qdCategoryField])
+qdTitleField = FormControl("Working title", qdTitleInput, "You can change this anytime")
+qdTitleInput = Input("qd_title", "e.g. The Future of Quiet Tech")
+qdCategoryField = FormControl("Category", qdCategorySelect)
+qdCategorySelect = Select("qd_category", [qdCatPolitics, qdCatCulture, qdCatTech, qdCatBusiness, qdCatScience, qdCatOpinion], "Select category")
+qdCatPolitics = SelectItem("politics", "Politics")
+qdCatCulture = SelectItem("culture", "Culture")
+qdCatTech = SelectItem("tech", "Tech")
+qdCatBusiness = SelectItem("business", "Business")
+qdCatScience = SelectItem("science", "Science")
+qdCatOpinion = SelectItem("opinion", "Opinion")
+newDraftFormButtons = Buttons([qdCreateBtn, qdCancelBtn])
+qdCreateBtn = Button("Create Draft", null, "primary")
+qdCancelBtn = Button("Cancel", null, "tertiary")
+topBar = Card([categoryCard, scheduleCard], "clear", "row", "l", "stretch", "start")
+categoryCard = Card([categoryHeader, categoryDesc, categoryFilters, categorySelectRow], "sunk", "column", "m")
+categoryHeader = CardHeader("Narrow by Category", "Filter drafts, published pieces, and comments")
+categoryDesc = TextContent("Tap a category to filter the studio view. Active filter highlights across all sections.", "small")
+categoryFilters = Buttons([btnAll, btnPolitics, btnCulture, btnTech, btnBusiness, btnScience, btnOpinion])
+btnAll = Button("All", null, "primary")
+btnPolitics = Button("Politics", null, "secondary")
+btnCulture = Button("Culture", null, "secondary")
+btnTech = Button("Tech", null, "secondary")
+btnBusiness = Button("Business", null, "secondary")
+btnScience = Button("Science", null, "secondary")
+btnOpinion = Button("Opinion", null, "secondary")
+categorySelectRow = Card([categorySelectControl, categoryHint], "clear", "column", "xs")
+categorySelectControl = FormControl("Or choose from list", categorySelect)
+categorySelect = Select("filter_category", [catAll, catPolitics, catCulture, catTech, catBusiness, catScience, catOpinion], "All Categories")
+catAll = SelectItem("all", "All Categories")
+catPolitics = SelectItem("politics", "Politics")
+catCulture = SelectItem("culture", "Culture")
+catTech = SelectItem("tech", "Tech")
+catBusiness = SelectItem("business", "Business")
+catScience = SelectItem("science", "Science")
+catOpinion = SelectItem("opinion", "Opinion")
+categoryHint = TextContent("Filtering applies to drafts and published tables below.", "small")
+scheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a Piece", "Set title and publish date — drafts move to queued")
+scheduleForm = Form("schedule-piece", scheduleFormButtons, [scheduleTitleField, scheduleCategoryField, scheduleDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput, "Must match an existing draft or new title")
+scheduleTitleInput = Input("schedule_title", "e.g. Orbital Economy: Who Owns Low Earth Orbit?")
+scheduleCategoryField = FormControl("Category", scheduleCategorySelect)
+scheduleCategorySelect = Select("schedule_category", [schedCatPolitics, schedCatCulture, schedCatTech, schedCatBusiness, schedCatScience, schedCatOpinion], "Select category")
+schedCatPolitics = SelectItem("politics", "Politics")
+schedCatCulture = SelectItem("culture", "Culture")
+schedCatTech = SelectItem("tech", "Tech")
+schedCatBusiness = SelectItem("business", "Business")
+schedCatScience = SelectItem("science", "Science")
+schedCatOpinion = SelectItem("opinion", "Opinion")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker, "Scheduled for 9:00 AM ET on selected date")
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleFormButtons = Buttons([scheduleBtn, scheduleCancelBtn])
+scheduleBtn = Button("Schedule Piece", null, "primary")
+scheduleCancelBtn = Button("Clear", null, "tertiary")
+draftsCard = Card([draftsHeader, draftsTable, draftsLegend], "card", "column", "m")
+draftsHeader = CardHeader("Drafts", "6 in progress — status updated live")
+draftsTable = Table([colDraftTitle, colDraftCategory, colDraftStatus, colDraftAuthor, colDraftUpdated])
+colDraftTitle = Col("Draft Title", ["The Quiet Algorithm", "City Hall After Dark", "Fermentation Revival", "Orbital Economy", "The Founder's Dilemma", "Letters from the Border"])
+colDraftCategory = Col("Category", ["Tech", "Politics", "Culture", "Science", "Business", "Opinion"])
+colDraftStatus = Col("Status", ["In Review", "Needs Edits", "Drafting", "Ready to Schedule", "In Review", "Drafting"])
+colDraftAuthor = Col("Author", ["S. Park", "M. Alvarez", "J. Wu", "K. Nair", "D. Okafor", "R. Ellis"])
+colDraftUpdated = Col("Updated", ["2h ago", "Yesterday", "May 16", "May 15", "May 14", "May 13"])
+draftsLegend = TagBlock(["In Review: 2", "Drafting: 2", "Needs Edits: 1", "Ready to Schedule: 1"])
+middleRow = Card([publishedCard, mostReadCard], "clear", "row", "l", "stretch", "start")
+publishedCard = Card([publishedHeader, publishedTable, publishedNote], "card", "column", "m")
+publishedHeader = CardHeader("Published This Week", "5 pieces • May 13–17")
+publishedTable = Table([colPubTitle, colPubCategory, colPubDate, colPubViews])
+colPubTitle = Col("Title", ["A Mayor's AI Experiment", "Why Museums Are Buying TikToks", "The Grid Can't Keep Up", "Chatbots at the Front Desk", "Seed Rounds in Winter"])
+colPubCategory = Col("Category", ["Politics", "Culture", "Science", "Tech", "Business"])
+colPubDate = Col("Published", ["May 15", "May 17", "May 16", "May 13", "May 14"])
+colPubViews = Col("Views", ["18,742", "12,418", "9,103", "14,205", "7,331"])
+publishedNote = TextContent("Total views this week: **61,799** • Avg. 12,360 per piece", "small")
+mostReadCard = Card([mostReadHeader, mostReadImage, mostReadTitle, mostReadMeta, mostReadTags, mostReadStats], "sunk", "column", "m")
+mostReadHeader = CardHeader("Most-Read This Month", "#1 by pageviews in May")
+mostReadImage = ImageBlock("https://picsum.photos/seed/mostread-mayor/800/500", "City hall at dusk with illuminated windows")
+mostReadTitle = Heading("A Mayor's AI Experiment: What Happened When a City Let an Algorithm Run the Phones", "h3")
+mostReadMeta = TextContent("By M. Alvarez • Politics • Published May 15 • 4 min read • **84,219 views** this month", "small")
+mostReadTags = TagBlock(["Trending", "Politics", "AI & Government", "+312% vs avg"])
+mostReadStats = Table([colStatLabel, colStatValue])
+colStatLabel = Col("Metric", ["Views (May)", "Avg. read time", "Shares", "Comments"])
+colStatValue = Col("Value", ["84,219", "3m 42s", "2,841", "127"])
+readershipCard = Card([readershipHeader, readershipChart, readershipInsight], "card", "column", "m")
+readershipHeader = CardHeader("Readership — Past 30 Days", "Daily unique readers • Apr 18 – May 17 • +38% vs prior 30 days")
+readershipChart = AreaChart(["Apr 18", "Apr 21", "Apr 24", "Apr 27", "Apr 30", "May 03", "May 06", "May 09", "May 12", "May 17"], [readershipSeries], "natural", "Date", "Readers")
+readershipSeries = Series("Unique Readers", [18200, 19500, 22100, 20800, 24500, 26800, 25400, 28900, 31200, 29800])
+readershipInsight = Callout("success", "Peak on May 12", "31.2k readers — driven by 'A Mayor's AI Experiment' and newsletter feature. Weekend dips are normal (-12%).")
+commentsCard = Card([commentsHeader, commentsList, commentsActions], "card", "column", "m")
+commentsHeader = CardHeader("Comments Awaiting Reply", "4 need response • Oldest is 18h old")
+commentsList = ListBlock([comment1, comment2, comment3, comment4])
+comment1 = ListItem("Maya Chen on “The Grid Can't Keep Up”", "“Do you have sources for the battery cost claim in paragraph 4? Want to cite this.” • 18h ago • Science", null, "Reply")
+comment2 = ListItem("James Okoro on “Why Museums Are Buying TikToks”", "“This contradicts your March essay on digital ownership — is the shift intentional?” • 11h ago • Culture", null, "Reply")
+comment3 = ListItem("Priya Desai on “Seed Rounds in Winter”", "“Can you share the dataset behind Fig 2? Building a class around it.” • 6h ago • Business", null, "Reply")
+comment4 = ListItem("Alex Rivera on “Chatbots at the Front Desk”", "“Hotel manager here — happy to be interviewed for a follow-up piece.” • 2h ago • Tech", null, "Reply")
+commentsActions = Buttons([replyAllBtn, viewModerationBtn])
+replyAllBtn = Button("Open Comment Queue")
+viewModerationBtn = Button("View Moderation", null, "secondary")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show only 'Ready to Schedule' drafts")
+followUp2 = FollowUpItem("Schedule 'Orbital Economy' for next Monday")
+followUp3 = FollowUpItem("Export readership data for May")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-content__r2.txt
new file mode 100644
index 000000000..38fdc2f2f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-content__r2.txt
@@ -0,0 +1,98 @@
+root = Card([header, actionsBar, categoryFilterCard, kpiRow, draftsCard, middleRow, readershipCard, commentsCard, scheduleCard], "card", "column", "l")
+header = CardHeader("Editor's Content Studio", "Tuesday, Aug 18 — 12 drafts • 8 published this week • 247K readers this month")
+actionsBar = Card([actionsLeft, actionsRight], "clear", "row", "m", "center", "between")
+actionsLeft = Buttons([newDraftBtn, viewCalendarBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+viewCalendarBtn = Button("View editorial calendar", null, "secondary")
+actionsRight = TextContent("Workspace filtered: All topics • Use categories below to narrow", "small")
+categoryFilterCard = Card([filterLabel, categoryButtons], "sunk", "column", "s")
+filterLabel = TextContent("Narrow by category", "small-heavy")
+categoryButtons = Buttons([btnAll, btnPolitics, btnCulture, btnTech, btnBusiness, btnScience])
+btnAll = Button("All topics", null, "secondary")
+btnPolitics = Button("Politics", null, "tertiary")
+btnCulture = Button("Culture", null, "tertiary")
+btnTech = Button("Tech", null, "tertiary")
+btnBusiness = Button("Business", null, "tertiary")
+btnScience = Button("Science", null, "tertiary")
+kpiRow = Card([kpiPublished, kpiMostRead, kpiComments], "clear", "row", "m", "stretch", "between")
+kpiPublished = Card([kpiPubHeader, kpiPubValue, kpiPubSub], "sunk", "column", "s")
+kpiPubHeader = TextContent("Published this week", "small")
+kpiPubValue = TextContent("8 pieces", "large-heavy")
+kpiPubSub = TextContent("↑ 3 vs last week • 42K views", "small")
+kpiMostRead = Card([kpiMostHeader, kpiMostValue, kpiMostSub], "card", "column", "s")
+kpiMostHeader = TextContent("Most-read this month", "small")
+kpiMostValue = TextContent("“The City That Learned to Breathe”", "small-heavy")
+kpiMostSub = TextContent("184,290 reads • Culture • 12 min", "small")
+kpiComments = Card([kpiComHeader, kpiComValue, kpiComSub], "sunk", "column", "s")
+kpiComHeader = TextContent("Comments awaiting reply", "small")
+kpiComValue = TextContent("14 replies needed", "large-heavy")
+kpiComSub = TextContent("3 flagged • oldest 6h ago", "small")
+draftsCard = Card([draftsHeader, draftsTable, draftsFooter], "card", "column", "m")
+draftsHeader = CardHeader("Drafts", "9 active drafts — status for each, sorted by last edited")
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftStatusCol, draftEditedCol, draftWordsCol])
+draftTitleCol = Col("Draft title", ["The Quiet Collapse of Local Newsrooms", "What AI Can't Steal From Writers", "A Street Vendor's Guide to São Paulo", "The Memory Palace of Climate Data", "Why Ballot Design Matters More Than Polls", "After the Algorithm: Teen Reading Habits", "The Second Life of Abandoned Malls", "Letter from Reykjavik: Geothermal Dreams", "How to Price a Protest"])
+draftCategoryCol = Col("Category", ["Politics", "Tech", "Culture", "Science", "Politics", "Culture", "Business", "Science", "Politics"])
+draftStatusCol = Col("Status", ["In review", "Needs edit", "Drafting", "In review", "Needs edit", "Drafting", "Ready to publish", "Drafting", "In review"])
+draftEditedCol = Col("Last edited", ["2h ago", "5h ago", "Yesterday", "Yesterday", "2 days ago", "2 days ago", "3 days ago", "4 days ago", "5 days ago"])
+draftWordsCol = Col("Words", ["1,840", "2,210", "980", "3,450", "1,120", "2,890", "1,560", "2,040", "850"])
+draftsFooter = Card([draftsProgress, draftsActions], "clear", "row", "m", "center", "between")
+draftsProgress = Progress(67, "6 of 9 drafts past first edit")
+draftsActions = Buttons([newDraftBtn2])
+newDraftBtn2 = Button("Start new draft", null, "primary")
+middleRow = Card([publishedCard, mostReadCard], "clear", "row", "m", "stretch", "between")
+publishedCard = Card([publishedHeader, publishedList, publishedMore], "card", "column", "m")
+publishedHeader = CardHeader("Pieces published this week", "Aug 12–18 • 8 articles")
+publishedList = ListBlock([pub1, pub2, pub3, pub4, pub5])
+pub1 = ListItem("Congress Quietly Rewrites the Internet's Rules", "Politics • Aug 18 • 18.4K reads • by J. Park", null, "View")
+pub2 = ListItem("The Archive That Saved a Language", "Culture • Aug 17 • 12.1K reads • by M. Alvarez", null, "View")
+pub3 = ListItem("Inside the Chip Factory Betting on Glass", "Tech • Aug 16 • 9.8K reads • by R. Chen", null, "View")
+pub4 = ListItem("Why Your Grocery Bill Feels Wrong", "Business • Aug 15 • 14.2K reads • by K. Okafor", null, "View")
+pub5 = ListItem("The Glacier That Texts Scientists", "Science • Aug 14 • 7.6K reads • by L. Berg", null, "View")
+publishedMore = TextContent(" + 3 more: 'The Night Shift at City Hall' (Aug 13), 'A Cartography of Taste' (Aug 12), 'Power Grid, Fragile Grid' (Aug 12)", "small")
+mostReadCard = Card([mostReadHeader, mostReadImage, mostReadBody, mostReadStats], "card", "column", "m")
+mostReadHeader = CardHeader("Most-read article this month", "Culture • #1 of 34 • Aug 3")
+mostReadImage = ImageBlock("https://picsum.photos/seed/citybreathe/800/500", "Rooftop garden in dense city — Medellín")
+mostReadBody = TextContent("**“The City That Learned to Breathe”** — How Medellín turned rooftops, transit and trust into a blueprint for urban cooling. By Elena Rios • 12 min read • Editor's pick", "default")
+mostReadStats = Table([mostStatLabel, mostStatValue])
+mostStatLabel = Col("Metric", ["Total reads", "Avg. read time", "Shares", "Comments"])
+mostStatValue = Col("Value", ["184,290", "8m 42s", "6,412", "342"])
+readershipCard = Card([readershipHeader, readershipChart, readershipCallout], "card", "column", "m")
+readershipHeader = CardHeader("Readership — past 30 days", "Daily unique readers • Jul 20 – Aug 18 • Total 247K • Avg 8.2K/day")
+readershipChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 18"], [readershipSeries], "natural", "Date", "Readers")
+readershipSeries = Series("Unique readers", [5200, 6100, 5800, 7400, 8200, 9100, 11200, 10800])
+readershipCallout = Callout("info", "Peak on Aug 13 — 11,200 readers", "Newsletter feature + most-read article drove +23% spike. 18% of that day's traffic came from 'The City That Learned to Breathe'.")
+commentsCard = Card([commentsHeader, commentsList, commentsActions], "card", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "14 threads • 3 flagged for moderation • Oldest 6h ago")
+commentsList = ListBlock([c1, c2, c3, c4, c5])
+c1 = ListItem("Mara J. on 'Congress Quietly Rewrites...'", "“Can you clarify Section 230 implications for small publishers?” • 2h ago • Politics", null, "Reply")
+c2 = ListItem("David L. on 'The City That Learned to Breathe'", "“Do you have data on temperature drop per district?” • 4h ago • Culture • 42 likes", null, "Reply")
+c3 = ListItem("Sofia K. on 'Why Your Grocery Bill Feels Wrong'", "Flagged: potential misinformation about inflation calc • 5h ago • Business", null, "Review")
+c4 = ListItem("Ken T. on 'Inside the Chip Factory...'", "“Great explainer — would love a follow-up on yield rates” • 6h ago • Tech", null, "Reply")
+c5 = ListItem("Aisha R. on 'The Glacier That Texts Scientists'", "“My students loved this! Can we republish for classroom use?” • 9h ago • Science", null, "Reply")
+commentsActions = Buttons([replyAllBtn, modQueueBtn])
+replyAllBtn = Button("Open reply queue (14)")
+modQueueBtn = Button("Moderation queue (3)", null, "secondary")
+scheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Set title and publish date — adds to editorial calendar and locks slot")
+scheduleForm = Form("schedule-piece", scheduleButtons, [titleField, categoryFieldSched, dateField, timeField, notesField])
+titleField = FormControl("Article title", titleInput, "Working title — can be changed until publish")
+titleInput = Input("title", "e.g., The Quiet Collapse of Local Newsrooms", "text")
+categoryFieldSched = FormControl("Category", categorySelect)
+categorySelect = Select("category", [optPolitics, optCulture, optTech, optBusiness, optScience], "Choose category")
+optPolitics = SelectItem("politics", "Politics")
+optCulture = SelectItem("culture", "Culture")
+optTech = SelectItem("tech", "Tech")
+optBusiness = SelectItem("business", "Business")
+optScience = SelectItem("science", "Science")
+dateField = FormControl("Publish date", datePicker, "Date in UTC — piece goes live at selected time")
+datePicker = DatePicker("publish_date", "single")
+timeField = FormControl("Publish time", timeSelect)
+timeSelect = Select("publish_time", [timeEarly, timeMorning, timeNoon], "06:00 UTC (default)")
+timeEarly = SelectItem("06:00", "06:00 UTC — Morning edition")
+timeMorning = SelectItem("09:00", "09:00 UTC")
+timeNoon = SelectItem("12:00", "12:00 UTC — Noon push")
+notesField = FormControl("Scheduling notes", notesArea)
+notesArea = TextArea("notes", "Add embargo, art, promo or newsletter notes...", 2)
+scheduleButtons = Buttons([scheduleBtn, saveDraftBtnSched])
+scheduleBtn = Button("Schedule piece", null, "primary")
+saveDraftBtnSched = Button("Save as draft", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-content__r3.txt
new file mode 100644
index 000000000..747c63ed2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-content__r3.txt
@@ -0,0 +1,73 @@
+root = Card([header, filterRow, statsRow, draftsSection, readershipSection, engagementSection, scheduleSection], "card", "column", "l")
+header = CardHeader("Editor's Content Studio", "Manage drafts, publishing, and audience engagement — all in one place")
+filterRow = Card([filterLeft, newDraftActions], "sunk", "row", "m", "center", "between")
+filterLeft = Card([filterLabel, categoryButtons], "clear", "column", "s")
+filterLabel = TextContent("Narrow by category — filters drafts and published lists", "small-heavy")
+categoryButtons = Buttons([catAllBtn, catCultureBtn, catTechBtn, catPoliticsBtn, catBusinessBtn], "row")
+catAllBtn = Button("All", null, "primary", "normal", "small")
+catCultureBtn = Button("Culture", null, "secondary", "normal", "small")
+catTechBtn = Button("Technology", null, "secondary", "normal", "small")
+catPoliticsBtn = Button("Politics", null, "secondary", "normal", "small")
+catBusinessBtn = Button("Business", null, "secondary", "normal", "small")
+newDraftActions = Buttons([newDraftBtn, quickScheduleBtn], "row")
+newDraftBtn = Button("Start New Draft", null, "primary", "normal", "medium")
+quickScheduleBtn = Button("Schedule Piece", null, "secondary", "normal", "medium")
+statsRow = Card([publishedCard, mostReadCard], "clear", "row", "m", "stretch", "start")
+publishedCard = Card([publishedHeader, publishedSummary, publishedTable], "sunk", "column", "m")
+publishedHeader = CardHeader("Pieces Published This Week", "4 pieces • Aug 11–17 • +2 vs last week")
+publishedSummary = TextContent("Total views this week: **47.4k** • Avg. read time 4.2 min", "small")
+publishedTable = Table([pubColTitle, pubColCategory, pubColViews, pubColDate])
+pubColTitle = Col("Title", ["Why Museums Are Ditching White Walls", "The Battery Breakthrough That Matters", "City Council's Housing Gamble", "The Freelance Economy Hits a Ceiling"])
+pubColCategory = Col("Category", ["Culture", "Technology", "Politics", "Business"])
+pubColViews = Col("Views", ["12.4k", "18.1k", "9.7k", "7.2k"])
+pubColDate = Col("Date", ["Aug 14", "Aug 13", "Aug 12", "Aug 11"])
+mostReadCard = Card([mostReadHeader, mostReadImage, mostReadTitle, mostReadMeta, mostReadDesc, mostReadStats], "card", "column", "m")
+mostReadHeader = CardHeader("Most-Read This Month", "Top performer • August 1–17")
+mostReadImage = ImageBlock("https://picsum.photos/seed/batterybreakthrough/800/500", "Battery lab close-up")
+mostReadTitle = TextContent("**The Battery Breakthrough That Matters** — Technology", "large-heavy")
+mostReadMeta = Card([mostReadBadge, mostReadDate], "clear", "row", "s", "center", "start")
+mostReadBadge = Badge("47.2k views", "secondary")
+mostReadDate = TextContent("Published Aug 7 • by Alex Rivera", "small")
+mostReadDesc = TextContent("Solid-state promises have stalled for years — this prototype finally cleared the heat test. Readers spent 4.8 min on average, with 342 comments.", "small")
+mostReadStats = Table([mostReadStatLabel, mostReadStatValue])
+mostReadStatLabel = Col("Metric", ["Views", "Avg. Read Time", "Comments", "Shares"])
+mostReadStatValue = Col("Value", ["47,240", "4m 48s", "342", "1,128"])
+draftsSection = Card([draftsHeader, draftsTable], "clear", "column", "m")
+draftsHeader = CardHeader("Drafts", "5 active drafts • status updated live")
+draftsTable = Table([draftColTitle, draftColCategory, draftColStatus, draftColUpdated, draftColAction])
+draftColTitle = Col("Title", ["The Quiet Revival of Independent Bookstores", "Inside the Chip Supply Chain Reset", "What Voters Actually Want in 2026", "The Future of Remote Work Isn't Remote", "A Field Guide to Urban Foraging"])
+draftColCategory = Col("Category", ["Culture", "Technology", "Politics", "Business", "Culture"])
+draftColStatus = Col("Status", ["In Review", "Draft", "Needs Edits", "Draft", "Ready to Publish"])
+draftColUpdated = Col("Updated", ["2h ago", "5h ago", "1d ago", "1d ago", "2d ago"])
+draftColAction = Col("Action", ["Open", "Open", "Open", "Open", "Schedule"])
+readershipSection = Card([readershipHeader, readershipChart], "clear", "column", "m")
+readershipHeader = CardHeader("Readership — Past 30 Days", "Pageviews and unique visitors • Jul 20 – Aug 17")
+readershipChart = AreaChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16"], [readershipSeries, readershipSeries2], "natural", "Date", "Readers")
+readershipSeries = Series("Pageviews", [8200, 9100, 11200, 9800, 13500, 14200, 12800, 16500, 18100, 17300])
+readershipSeries2 = Series("Unique Visitors", [6100, 6800, 7900, 7400, 9800, 10200, 9500, 11800, 12700, 12100])
+engagementSection = Card([commentsHeader, commentsList], "sunk", "column", "m")
+commentsHeader = CardHeader("Comments Awaiting Reply", "7 pending • oldest 6h ago")
+commentsList = ListBlock([comment1, comment2, comment3, comment4], "number")
+comment1 = ListItem("Maya Chen on “City Council's Housing Gamble”", "“Can you clarify the source for the 12% figure?” • 2h ago • Politics", null, "Reply")
+comment2 = ListItem("Jordan Park on “The Battery Breakthrough”", "“Does this work in cold climates? Would love a follow-up.” • 4h ago • Technology", null, "Reply")
+comment3 = ListItem("Samira El-Amin on “Why Museums Are Ditching White Walls”", "“Great piece! Do you have photos of the new install?” • 6h ago • Culture", null, "Reply")
+comment4 = ListItem("David Cho on “Freelance Economy Hits a Ceiling”", "“My experience matches this exactly — happy to share data.” • 8h ago • Business", null, "Reply")
+scheduleSection = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a Piece", "Set title, category, and publish date — adds to queue")
+scheduleForm = Form("schedule-piece", scheduleFormButtons, [scheduleTitleField, scheduleCategoryField, scheduleDateField, scheduleNotesField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput, "Title as it will appear on site and newsletter")
+scheduleTitleInput = Input("title", "e.g. The Quiet Revival of Independent Bookstores", "text")
+scheduleCategoryField = FormControl("Category", scheduleCategorySelect)
+scheduleCategorySelect = Select("category", [schedCatCulture, schedCatPolitics, schedCatTech, schedCatBusiness, schedCatNews], "Choose category")
+schedCatCulture = SelectItem("culture", "Culture")
+schedCatPolitics = SelectItem("politics", "Politics")
+schedCatTech = SelectItem("technology", "Technology")
+schedCatBusiness = SelectItem("business", "Business")
+schedCatNews = SelectItem("news", "News")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker, "Scheduled for 9:00 AM ET on selected date")
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleNotesField = FormControl("Notes for editors (optional)", scheduleNotesInput)
+scheduleNotesInput = TextArea("notes", "Add context, embargo, or promo notes...", 3)
+scheduleFormButtons = Buttons([scheduleSubmitBtn, scheduleCancelBtn], "row")
+scheduleSubmitBtn = Button("Schedule Piece", null, "primary")
+scheduleCancelBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-content__r4.txt
new file mode 100644
index 000000000..f7b0f8644
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-content__r4.txt
@@ -0,0 +1,82 @@
+root = Card([header, topBar, categoryFilterCard, separator1, draftsCard, publishedTopRow, separator2, readershipCard, separator3, bottomRow], "clear", "column", "l")
+header = CardHeader("Editor's Content Studio", "Manage drafts, publishing, and audience — week of Aug 12–18, 2026")
+topBar = Card([newDraftBtn, topBarText], "clear", "row", "m", "center", "between")
+newDraftBtn = Button("Start new draft", null, "primary", "normal", "large")
+topBarText = TextContent("Drafts auto-save every 30 seconds • 3 collaborators online", "small")
+categoryFilterCard = Card([filterIntro, filterButtons], "sunk", "column", "s")
+filterIntro = TextContent("**Narrow by category** — filter drafts, published pieces, and comments below", "small")
+filterButtons = Buttons([btnAll, btnPolitics, btnCulture, btnTech, btnBusiness, btnScience], "row")
+btnAll = Button("All", null, "primary", "normal", "small")
+btnPolitics = Button("Politics", null, "secondary", "normal", "small")
+btnCulture = Button("Culture", null, "secondary", "normal", "small")
+btnTech = Button("Technology", null, "secondary", "normal", "small")
+btnBusiness = Button("Business", null, "secondary", "normal", "small")
+btnScience = Button("Science", null, "secondary", "normal", "small")
+separator1 = Separator("horizontal", true)
+draftsCard = Card([draftsHeader, draftsTable, draftsNote], "card", "column", "m")
+draftsHeader = CardHeader("Drafts", "6 in progress • sorted by last edited")
+draftsTable = Table([colDraftTitle, colDraftCategory, colDraftStatus, colDraftUpdated, colDraftAuthor])
+colDraftTitle = Col("Title", ["The Quiet Collapse of Local Newsrooms", "AI and the Future of Creative Labor", "Inside the Night Market of Taipei", "The Carbon Ledger: Who Pays?", "Interview: Maya Chen on Designing Dissent", "The Long Summer of Sci-Fi Cinema"])
+colDraftCategory = Col("Category", ["Politics", "Technology", "Culture", "Business", "Culture", "Culture"])
+colDraftStatus = Col("Status", ["In Review", "Drafting", "Needs Fact-Check", "Ready to Publish", "Drafting", "In Review"])
+colDraftUpdated = Col("Last edited", ["2 hours ago", "Yesterday", "Aug 16", "Aug 15", "Aug 14", "Aug 13"])
+colDraftAuthor = Col("Author", ["J. Park", "S. Alvarez", "M. Kim", "R. Okafor", "L. Torres", "D. Singh"])
+draftsNote = TextContent("Click a title to open in editor • Statuses: Drafting → In Review → Needs Fact-Check → Ready", "small")
+publishedTopRow = Card([publishedCard, topArticleCard], "clear", "row", "l")
+publishedCard = Card([publishedHeader, publishedList, publishedFooter], "sunk", "column", "m")
+publishedHeader = CardHeader("Published this week", "5 pieces • Aug 12–18 • 24,600 total views")
+publishedList = ListBlock([itemPub1, itemPub2, itemPub3, itemPub4, itemPub5], "number")
+itemPub1 = ListItem("The Algorithm That Learned to Garden", "Technology • Aug 13 • 8,900 views • by Priya Nair", null, "View")
+itemPub2 = ListItem("Office Towers, Empty Floors", "Business • Aug 15 • 5,600 views • by R. Okafor", null, "View")
+itemPub3 = ListItem("Why Transit Votes Keep Failing", "Politics • Aug 12 • 4,200 views • by J. Park", null, "View")
+itemPub4 = ListItem("A Brief History of the Mixtape", "Culture • Aug 14 • 3,100 views • by L. Torres", null, "View")
+itemPub5 = ListItem("The Return of the Corner Bookstore", "Culture • Aug 16 • 2,800 views • by D. Singh", null, "View")
+publishedFooter = TextContent("Week-over-week: +18% views • Avg. read time 5m 42s", "small")
+topArticleCard = Card([topArticleHeader, topArticleImage, topArticleBadgeRow, topArticleTitle, topArticleMeta, topArticleExcerpt, topArticleStats], "card", "column", "m")
+topArticleHeader = CardHeader("Most-read this month", "August 1–18 • Ranked by pageviews")
+topArticleImage = ImageBlock("https://picsum.photos/seed/garden-greenhouse/800/500", "Greenhouse interior with rows of plants and sensors")
+topArticleBadgeRow = Card([badgeTop, badgeTrending], "clear", "row", "s", "center", "start")
+badgeTop = Badge("#1 Most Read", "default")
+badgeTrending = Badge("Trending +34%", "secondary")
+topArticleTitle = Heading("The Algorithm That Learned to Garden", "h3")
+topArticleMeta = TextContent("Technology • By Priya Nair • Published Aug 13, 2026 • 6 min read", "small")
+topArticleExcerpt = TextContent("How botanists and engineers trained a model to tend a greenhouse — and what it revealed about human intuition. Readers spent an average of 4m 51s on page.", "small")
+topArticleStats = Table([colTopMetric, colTopValue])
+colTopMetric = Col("Metric", ["Pageviews", "Unique readers", "Shares", "Comments"])
+colTopValue = Col("Value", ["47,320", "31,840", "1,204", "86"])
+separator2 = Separator("horizontal", true)
+readershipCard = Card([readershipHeader, readershipChart, readershipNote], "card", "column", "m")
+readershipHeader = CardHeader("Readership — past 30 days", "Daily pageviews across all sections • Jul 20 – Aug 18")
+readershipChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [seriesViews], "natural", "Date", "Pageviews")
+seriesViews = Series("Pageviews", [18200, 19500, 22100, 20800, 24500, 28900, 31200, 29800])
+readershipNote = Callout("info", "Peak on Aug 13", "Spike driven by 'Algorithm That Learned to Garden' — 8,900 views in 24h. Technology section up 42% vs. prior 30 days.")
+separator3 = Separator("horizontal", true)
+bottomRow = Card([commentsCard, scheduleCard], "clear", "row", "l")
+commentsCard = Card([commentsHeader, commentsList, commentsActions], "card", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "4 need response • oldest 9 hours ago")
+commentsList = ListBlock([cmt1, cmt2, cmt3, cmt4])
+cmt1 = ListItem("Elena R. on “Office Towers, Empty Floors”", "“Do you have vacancy data for mid-size cities like Columbus or Austin?” • 9h ago • Business", null, "Reply")
+cmt2 = ListItem("Marcus T. on “Algorithm That Learned to Garden”", "“Great piece! Could you share the link to the original paper?” • 5h ago • Technology", null, "Reply")
+cmt3 = ListItem("Samira K. on “The Return of the Corner Bookstore”", "“Loved this — any list of the stores mentioned? Visiting Portland next week.” • 3h ago • Culture", null, "Reply")
+cmt4 = ListItem("Jonah P. on “Why Transit Votes Keep Failing”", "“You missed the 2022 referendum context — happy to share sources.” • 1h ago • Politics", null, "Reply")
+commentsActions = Buttons([replyAllBtn, viewQueueBtn], "row")
+replyAllBtn = Button("Open comment queue")
+viewQueueBtn = Button("Mark all read", null, "secondary")
+scheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Set title, category, and publish date")
+scheduleForm = Form("schedule-piece", scheduleFormBtns, [fieldTitle, fieldCat, fieldDate])
+fieldTitle = FormControl("Title", inputTitle, "Working title — you can edit after scheduling")
+inputTitle = Input("title", "e.g., The Next Chapter for Public Libraries", "text")
+fieldCat = FormControl("Category", selectCat)
+selectCat = Select("category", [optTech, optCulture, optPolitics, optBusiness, optScience, optOpinion], "Choose category")
+optTech = SelectItem("technology", "Technology")
+optCulture = SelectItem("culture", "Culture")
+optPolitics = SelectItem("politics", "Politics")
+optBusiness = SelectItem("business", "Business")
+optScience = SelectItem("science", "Science")
+optOpinion = SelectItem("opinion", "Opinion")
+fieldDate = FormControl("Publish date", pickerDate, "Timezone: ET • Earliest tomorrow 6:00 AM")
+pickerDate = DatePicker("publish_date", "single")
+scheduleFormBtns = Buttons([scheduleBtn, clearBtn], "row")
+scheduleBtn = Button("Schedule piece", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..983c75617
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r1.txt
@@ -0,0 +1,81 @@
+root = Card([header, renewalCallout, kpiRow, stageCard, contactsCard, activityCard, followUpsCard, actionRow, footerNote], "card", "column", "l")
+header = CardHeader("Meridian Dynamics", "Account Owner: Alex Rivera • Senior Account Executive • Enterprise Tier • meridiandynamics.com")
+renewalCallout = Callout("warning", "Renewal in 18 days — June 5, 2026", "Contract renewal is approaching fast. $184,500 ARR at risk. Next step: Confirm CFO sign-off and schedule renewal review before May 25.")
+kpiRow = Card([valueCard, stageSummaryCard, healthCard], "clear", "row", "m")
+valueCard = Card([valueLabel, valueAmount, valueDetail], "sunk", "column", "s")
+valueLabel = TextContent("Total Deal Value", "small")
+valueAmount = TextContent("$184,500", "large-heavy")
+valueDetail = TextContent("ARR • 12-month term • +12% vs last year • Includes expansion", "small")
+stageSummaryCard = Card([stageLabel, stageValue, stageProgress], "sunk", "column", "s")
+stageLabel = TextContent("Current Deal Stage", "small")
+stageValue = Badge("Negotiation — Stage 4 of 5", "warning")
+stageProgress = Progress(80, "80% through pipeline")
+healthCard = Card([healthLabel, healthDate, healthBadge], "sunk", "column", "s")
+healthLabel = TextContent("Renewal Date", "small")
+healthDate = TextContent("June 5, 2026", "large-heavy")
+healthBadge = Badge("18 days left • At risk", "destructive")
+stageCard = Card([stageHeading, stageSteps], "sunk", "column", "m")
+stageHeading = Heading("Deal Pipeline — Current Stage: Negotiation", "h3")
+stageSteps = Steps([s1, s2, s3, s4, s5])
+s1 = StepsItem("Prospect", "Initial outreach & qualification — Completed Mar 12, 2026")
+s2 = StepsItem("Discovery", "Needs analysis with Ops team — Completed Apr 08, 2026")
+s3 = StepsItem("Proposal", "Custom proposal sent — Completed May 10 • $184.5k ARR")
+s4 = StepsItem("Negotiation", "Current: Legal & pricing review with CFO. MSA redlines in progress. Awaiting net-45 approval.")
+s5 = StepsItem("Closed Won", "Target close: May 28, 2026 — Requires CFO signature & procurement")
+contactsCard = Card([contactsHeader, contactsTable], "sunk", "column", "m")
+contactsHeader = Heading("Contacts & Roles", "h3")
+contactsTable = Table([contactNameCol, contactRoleCol, contactEmailCol, contactInfluenceCol])
+contactNameCol = Col("Name", ["Sarah Chen", "Marcus Webb", "Priya Desai", "David Kim"])
+contactRoleCol = Col("Role", ["Champion • VP Operations", "Economic Buyer • CFO", "End User Lead • Support Mgr", "Technical Evaluator • IT Director"])
+contactEmailCol = Col("Email", ["s.chen@meridian.com", "m.webb@meridian.com", "p.desai@meridian.com", "d.kim@meridian.com"])
+contactInfluenceCol = Col("Influence", ["High • Decision influencer", "High • Final sign-off", "Medium • User adoption", "Medium • Security review"])
+activityCard = Card([activityHeader, activitySub, activityList], "sunk", "column", "m")
+activityHeader = Heading("Recent Activity — Most Recent First", "h3")
+activitySub = TextContent("Timeline of last 5 interactions • Synced from email, calendar & calls", "small")
+activityList = ListBlock([act1, act2, act3, act4, act5])
+act1 = ListItem("Call — Pricing discussion with CFO", "May 14, 2026 • 32 min • Alex Rivera • Outcome: Requested revised MSA with net-45 terms", null, "View notes")
+act2 = ListItem("Email — Proposal sent v2", "May 10, 2026 • 10:42 AM • To: Sarah Chen, Marcus Webb • Attachment: Meridian_Proposal_v2.pdf", null, "Open")
+act3 = ListItem("Meeting — Product demo for Ops team", "May 06, 2026 • 60 min • Attendees: Sarah, Priya, David • Demo score: 9/10", null, "Recording")
+act4 = ListItem("Call — Discovery with VP Operations", "May 01, 2026 • 45 min • Pain points: manual handoffs, reporting gaps", null, "Transcript")
+act5 = ListItem("Email — Intro & qualification", "Apr 22, 2026 • Alex → Sarah Chen • Source: Outbound • Replied in 4h", null, "Thread")
+followUpsCard = Card([followHeader, followSub, followTable], "sunk", "column", "m")
+followHeader = Heading("Open Follow-ups", "h3")
+followSub = TextContent("4 open tasks • Sorted by due date • Next due tomorrow", "small")
+followTable = Table([followTaskCol, followDueCol, followOwnerCol, followPriorityCol])
+followTaskCol = Col("Task", ["Follow-up call with Legal (MSA redlines)", "Send revised MSA — net-45 + DPA", "Executive alignment: Rivera + CFO", "Confirm security questionnaire"])
+followDueCol = Col("Due Date", ["May 19, 2026 • Tomorrow", "May 20, 2026 • In 2 days", "May 22, 2026", "May 24, 2026"])
+followOwnerCol = Col("Owner", ["Alex Rivera", "Alex Rivera", "Alex Rivera & Sarah Chen", "David Kim"])
+followPriorityCol = Col("Priority", ["High • Overdue risk", "High", "Medium", "Medium"])
+actionRow = Card([noteCard, logCallCard], "clear", "row", "m")
+noteCard = Card([noteHeading, noteDesc, noteForm], "sunk", "column", "m")
+noteHeading = Heading("Jot a Quick Note", "h3")
+noteDesc = TextContent("Private to you • Auto-attached to account timeline", "small")
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Type @ to mention a contact • Saved to Recent Activity")
+noteInput = TextArea("note", "Add context from your last conversation... e.g., CFO wants quarterly billing option", 4)
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save Note", null, "primary")
+logCallCard = Card([logHeading, logDesc, logForm], "sunk", "column", "m")
+logHeading = Heading("Log a Call", "h3")
+logDesc = TextContent("Log outcome and next steps • Creates activity entry", "small")
+logForm = Form("log-call", logButtons, [callDateField, callContactField, callOutcomeField, callNotesField])
+callDateField = FormControl("Call date & time", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+callContactField = FormControl("Contact spoken to", callContactSelect)
+callContactSelect = Select("contact", [optSarah, optMarcus, optPriya, optDavid], "Select contact")
+optSarah = SelectItem("sarah", "Sarah Chen — Champion")
+optMarcus = SelectItem("marcus", "Marcus Webb — CFO")
+optPriya = SelectItem("priya", "Priya Desai — Support Mgr")
+optDavid = SelectItem("david", "David Kim — IT Director")
+callOutcomeField = FormControl("Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("outcome", [outConnected, outVoicemail, outNoAnswer, outFollowUp], "Select outcome")
+outConnected = SelectItem("connected", "Connected — Conversation held")
+outVoicemail = SelectItem("voicemail", "Voicemail left")
+outNoAnswer = SelectItem("no_answer", "No answer")
+outFollowUp = SelectItem("follow_up", "Follow-up scheduled")
+callNotesField = FormControl("Call notes", callNotesInput, "Key points and next steps")
+callNotesInput = TextArea("call_notes", "What was discussed? Any commitments or follow-ups?", 3)
+logButtons = Buttons([logCallBtn, logClearBtn])
+logCallBtn = Button("Log Call", null, "primary")
+logClearBtn = Button("Clear", null, "tertiary")
+footerNote = TextContent("Last synced 7 minutes ago • Salesforce ID: ACC-88471 • Renewal: June 5, 2026 • Owner: Alex Rivera", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..0b6877493
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r2.txt
@@ -0,0 +1,80 @@
+root = Card([header, renewalWarning, kpiRow, stageSection, middleRow, bottomRow, logCallCard, quickActions], "clear", "column", "l")
+header = CardHeader("Acme Corporation", "Account Owner: Sarah Chen  •  Strategic AE  •  s.chen@company.com  •  Acme Corp (Enterprise - Manufacturing)")
+renewalWarning = Alert("Renewal Approaching", "Renewal date is May 28, 2026 — 10 days away. Contract value $425,000 at risk. Schedule executive review.", "warning")
+kpiRow = Card([totalValueCard, stageCard, renewalCard], "clear", "row", "m")
+totalValueCard = Card([totalValueLabel, totalValueAmount, totalValueTrend], "sunk", "column", "s", "center", "center")
+totalValueLabel = TextContent("Total Deal Value", "small")
+totalValueAmount = TextContent("$425,000", "large-heavy")
+totalValueTrend = Badge("↑ 12% vs last quarter", "success")
+stageCard = Card([stageLabel, stageBadge, stageDetail], "sunk", "column", "s", "center", "center")
+stageLabel = TextContent("Current Deal Stage", "small")
+stageBadge = Badge("Stage 4 / 5 — Negotiation", "info")
+stageDetail = TextContent("Proposal accepted • Legal review pending", "small")
+renewalCard = Card([renewalLabel, renewalDate, renewalCountdown], "sunk", "column", "s", "center", "center")
+renewalLabel = TextContent("Renewal Date", "small")
+renewalDate = TextContent("May 28, 2026", "large-heavy")
+renewalCountdown = Badge("Due in 10 days", "destructive")
+stageSection = Card([stageHeader, dealSteps, stageProgress], "card", "column", "m")
+stageHeader = CardHeader("Deal Progress", "Acme Enterprise Renewal + Expansion — $425k")
+dealSteps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Qualification", "Completed Mar 02 — Champion identified")
+step2 = StepsItem("Discovery", "Completed Mar 18 — Needs analysis done")
+step3 = StepsItem("Proposal", "Completed Apr 10 — $425k proposal sent")
+step4 = StepsItem("Negotiation", "Current — Redlines with legal, pricing review May 12")
+step5 = StepsItem("Closed Won", "Target close May 25 before renewal")
+stageProgress = Progress(80, "80% through sales cycle")
+middleRow = Card([activityCard, contactsCard], "clear", "row", "m")
+activityCard = Card([activityHeader, activityList], "card", "column", "s")
+activityHeader = CardHeader("Recent Activity", "Most recent first")
+activityList = ListBlock([act1, act2, act3, act4, act5], "number")
+act1 = ListItem("Call logged with CFO", "May 13, 2026  •  Sarah Chen  •  Discussed pricing concessions, CFO requested revised terms")
+act2 = ListItem("Email — Revised proposal sent", "May 12, 2026  •  Sarah Chen → Maria Gomez (Procurement)")
+act3 = ListItem("Meeting — Legal review", "May 09, 2026  •  45 min  •  Attendees: J. Park (Acme Legal), S. Chen")
+act4 = ListItem("Note added — Risk flag", "May 07, 2026  •  Competitor (TechCore) engaged by procurement")
+act5 = ListItem("Call — Champion check-in", "May 05, 2026  •  David Lee (VP Ops) — Confirmed executive support")
+contactsCard = Card([contactsHeader, contactsTable], "card", "column", "s")
+contactsHeader = CardHeader("Contacts", "4 stakeholders • Click to email")
+contactsTable = Table([colContactName, colContactRole, colContactEmail])
+colContactName = Col("Name", ["David Lee", "Maria Gomez", "James Park", "Priya Nair"])
+colContactRole = Col("Role", ["Champion — VP Operations", "Economic Buyer — Procurement Lead", "Legal — Contract Review", "End User — Operations Mgr"])
+colContactEmail = Col("Email", ["d.lee@acme.com", "m.gomez@acme.com", "j.park@acme.com", "p.nair@acme.com"])
+bottomRow = Card([followUpsCard, noteCard], "clear", "row", "m")
+followUpsCard = Card([followUpsHeader, followUpsTable], "card", "column", "s")
+followUpsHeader = CardHeader("Open Follow-ups", "3 tasks requiring action")
+followUpsTable = Table([colFollowTask, colFollowDue, colFollowOwner, colFollowPriority])
+colFollowTask = Col("Task", ["Send revised MSA redlines", "Schedule exec business review", "Follow up on procurement approval"])
+colFollowDue = Col("Due Date", ["May 16, 2026", "May 19, 2026", "May 22, 2026"])
+colFollowOwner = Col("Owner", ["Sarah Chen", "Sarah Chen", "Maria Gomez"])
+colFollowPriority = Col("Priority", ["High — Overdue in 2 days", "High", "Medium"])
+noteCard = Card([noteHeader, noteForm], "card", "column", "s")
+noteHeader = CardHeader("Jot a Note", "Quick note saved to account timeline")
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Visible to account team only")
+noteInput = TextArea("note_text", "Type your note here... e.g. CFO wants 5% discount for 2-year commit", 4)
+noteButtons = Buttons([noteSaveBtn, noteClearBtn])
+noteSaveBtn = Button("Save Note", null, "primary")
+noteClearBtn = Button("Clear", null, "tertiary")
+logCallCard = Card([logCallHeader, logCallForm], "card", "column", "s")
+logCallHeader = CardHeader("Log a Call", "Record outcome and next steps")
+logCallForm = Form("log-call", logCallButtons, [logCallTypeField, logCallOutcomeField, logCallDateField, logCallNotesField])
+logCallTypeField = FormControl("Call Type", logCallTypeSelect)
+logCallTypeSelect = Select("call_type", [typeOptionCall, typeOptionMeeting, typeOptionEmail], "Select type")
+typeOptionCall = SelectItem("call", "Phone Call")
+typeOptionMeeting = SelectItem("meeting", "Virtual Meeting")
+typeOptionEmail = SelectItem("email", "Email Follow-up")
+logCallOutcomeField = FormControl("Outcome", logCallOutcomeSelect)
+logCallOutcomeSelect = Select("call_outcome", [outcomeConnected, outcomeVoicemail, outcomeNoAnswer], "Select outcome")
+outcomeConnected = SelectItem("connected", "Connected — Conversation held")
+outcomeVoicemail = SelectItem("voicemail", "Voicemail left")
+outcomeNoAnswer = SelectItem("no_answer", "No answer")
+logCallDateField = FormControl("Call Date", logCallDatePicker)
+logCallDatePicker = DatePicker("call_date", "single")
+logCallNotesField = FormControl("Call Notes", logCallNotesInput, "Summary will appear in Recent Activity")
+logCallNotesInput = TextArea("call_notes", "What was discussed? Next steps?", 3)
+logCallButtons = Buttons([logCallSubmit, logCallCancel])
+logCallSubmit = Button("Log Call", null, "primary")
+logCallCancel = Button("Cancel", null, "tertiary")
+quickActions = Buttons([actionCall, actionEmail, actionSchedule])
+actionCall = Button("Call Champion", null, "secondary")
+actionEmail = Button("Email Buyer", null, "secondary")
+actionSchedule = Button("Schedule Renewal Review", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..3a120c1f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r3.txt
@@ -0,0 +1,71 @@
+root = Card([header, renewalAlert, kpiRow, activityCard, contactsCard, followUpsCard, engagementGrid], "clear", "column", "m")
+header = CardHeader("Meridian Dynamics", "Owner: Sarah Chen • Senior Account Executive • Enterprise West")
+renewalAlert = Callout("warning", "Renewal due Sep 12, 2026 — 25 days away", "Contract at risk. Legal review must close by Aug 30. $248,500 ARR. Last renewal was Sep 12, 2025.")
+kpiRow = Card([kpiValueCard, stageCard], "clear", "row", "m", "stretch", "between", true)
+kpiValueCard = Card([kpiValueHeader, kpiValueAmount, kpiValueMeta, kpiBadgeRow], "card", "column", "s", "start", "start")
+kpiValueHeader = TextContent("Total Deal Value", "small")
+kpiValueAmount = TextContent("$248,500 ARR", "large-heavy")
+kpiValueMeta = TextContent("Enterprise Plan • 320 seats • +12% vs last renewal ($221,800)", "small")
+kpiBadgeRow = TagBlock(["Multi-year • 2 yr term", "Health: At Risk"])
+stageCard = Card([stageHeader, stageSteps, stageMeta], "card", "column", "s", "start", "start")
+stageHeader = CardHeader("Current Deal Stage", "Negotiation — Stage 3 of 5")
+stageSteps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Discovery", "Completed Jul 18")
+step2 = StepsItem("Proposal", "v2 sent Aug 12")
+step3 = StepsItem("Negotiation", "In progress — pricing & MSA redlines")
+step4 = StepsItem("Legal Review", "Pending — with Elena Torres")
+step5 = StepsItem("Closed Won", "Target: Sep 05, 2026")
+stageMeta = Progress(60, "60% through pipeline")
+activityCard = Card([activityHeader, activityList], "card", "column", "s")
+activityHeader = CardHeader("Recent Activity", "Most recent first")
+activityList = ListBlock([act1, act2, act3, act4, act5], "number")
+act1 = ListItem("Aug 15, 2026 — Call with James Whitfield (VP Eng)", "Discussed SOC 2 requirements and security review timeline • 32 min • Logged by Sarah Chen", null, "View notes")
+act2 = ListItem("Aug 12, 2026 — Email: Proposal v2 sent to Priya Desai", "Updated pricing with 2-yr commitment discount • Opened 3x • Awaiting CFO approval", null, "Open email")
+act3 = ListItem("Aug 10, 2026 — Meeting: Pricing negotiation", "Priya pushed on per-seat cost • Agreed to revisit at $775/seat • Next: revised MSA", null, "View recap")
+act4 = ListItem("Aug 05, 2026 — Demo: Advanced analytics module", "Attendees: Marcus Lee, James Whitfield • Strong interest in reporting API", null, "Watch recording")
+act5 = ListItem("Aug 01, 2026 — Discovery call", "Initial needs assessment • Pain: manual reporting • Champion identified: James Whitfield", null, "View notes")
+contactsCard = Card([contactsHeader, contactsTable], "card", "column", "s")
+contactsHeader = CardHeader("Contacts", "4 stakeholders • 1 champion identified")
+contactsTable = Table([colContact, colRole, colEmail, colPhone])
+colContact = Col("Contact", ["James Whitfield", "Priya Desai", "Marcus Lee", "Elena Torres"])
+colRole = Col("Role", ["Champion — VP Engineering", "Economic Buyer — CFO", "End User — Ops Lead", "Legal — General Counsel"])
+colEmail = Col("Email", ["james.w@meridiandynamics.com", "priya.d@meridiandynamics.com", "marcus.lee@meridiandynamics.com", "elena.t@meridiandynamics.com"])
+colPhone = Col("Phone", ["415-555-0142", "415-555-0148", "415-555-0191", "415-555-0173"])
+followUpsCard = Card([followUpsHeader, followUpsTable, followUpsCallout], "card", "column", "s")
+followUpsHeader = CardHeader("Open Follow-ups", "3 due • 1 overdue risk")
+followUpsTable = Table([colTask, colDue, colAssignee, colStatus])
+colTask = Col("Task", ["Send revised MSA with redlines", "Schedule security review with InfoSec", "Confirm renewal terms with Priya"])
+colDue = Col("Due Date", ["Aug 20, 2026", "Aug 22, 2026", "Aug 25, 2026"])
+colAssignee = Col("Owner", ["Sarah Chen", "Sarah Chen", "Sarah Chen"])
+colStatus = Col("Status", ["Due in 2 days", "Due in 4 days", "Due in 7 days"])
+followUpsCallout = TextCallout("warning", "Attention needed", "Revised MSA is due in 2 days (Aug 20). Block calendar for Legal Review before Aug 30 to hit renewal.")
+engagementGrid = Card([noteCard, logCard], "clear", "row", "m", "stretch", "between", true)
+noteCard = Card([noteHeader, noteForm], "card", "column", "s")
+noteHeader = CardHeader("Jot a Note", "Quick note — auto-saves to activity timeline")
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Visible to account team only")
+noteInput = TextArea("note_text", "Type your note about Meridian Dynamics... e.g., Priya wants quarterly billing option", 4)
+noteButtons = Buttons([noteSaveBtn])
+noteSaveBtn = Button("Save note", null, "primary")
+logCard = Card([logHeader, logForm], "card", "column", "s")
+logHeader = CardHeader("Log a Call", "Record outcome and next steps")
+logForm = Form("log-call", logButtons, [logContactField, logOutcomeField, logDateField, logNotesField])
+logContactField = FormControl("Who did you call?", logContactSelect)
+logContactSelect = Select("call_contact", [logContactOpt1, logContactOpt2, logContactOpt3, logContactOpt4], "Select contact")
+logContactOpt1 = SelectItem("james", "James Whitfield — VP Engineering")
+logContactOpt2 = SelectItem("priya", "Priya Desai — CFO")
+logContactOpt3 = SelectItem("marcus", "Marcus Lee — Ops Lead")
+logContactOpt4 = SelectItem("elena", "Elena Torres — Legal")
+logOutcomeField = FormControl("Outcome", logOutcomeSelect)
+logOutcomeSelect = Select("call_outcome", [logOutcomeOpt1, logOutcomeOpt2, logOutcomeOpt3, logOutcomeOpt4], "Select outcome")
+logOutcomeOpt1 = SelectItem("connected", "Connected — meaningful conversation")
+logOutcomeOpt2 = SelectItem("voicemail", "Voicemail left")
+logOutcomeOpt3 = SelectItem("no_answer", "No answer")
+logOutcomeOpt4 = SelectItem("followup", "Follow-up scheduled")
+logDateField = FormControl("Call date", logDatePicker)
+logDatePicker = DatePicker("call_date", "single")
+logNotesField = FormControl("Call notes", logNotesInput, "Next steps will create a follow-up automatically")
+logNotesInput = TextArea("call_notes", "What was discussed? e.g., Agreed to send updated DPA by Friday...", 3)
+logButtons = Buttons([logSaveBtn, logCancelBtn])
+logSaveBtn = Button("Log call", null, "primary")
+logCancelBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..c25f7ef27
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-crm__r4.txt
@@ -0,0 +1,81 @@
+root = Card([header, kpiRow, renewalAlert, stageSection, activitySection, contactsSection, followupsSection, formsRow, footerActions], "clear", "column", "l")
+header = CardHeader("Meridian Dynamics", "Account Owner: Sarah Chen • Enterprise AE • San Francisco • Last touched Aug 18, 2026")
+kpiRow = Card([kpiValueCard, kpiStageCard, kpiRenewalCard], "clear", "row", "m")
+kpiValueCard = Card([kpiValueLabel, kpiValueAmount, kpiValueSub], "sunk", "column", "s")
+kpiValueLabel = TextContent("Total Deal Value", "small")
+kpiValueAmount = TextContent("$184,500", "large-heavy")
+kpiValueSub = TextContent("ARR • 3-year term • +12% vs last renewal", "small")
+kpiStageCard = Card([kpiStageLabel, kpiStageBadge, kpiStageDetail], "sunk", "column", "s")
+kpiStageLabel = TextContent("Current Deal Stage", "small")
+kpiStageBadge = Badge("Negotiation", "default")
+kpiStageDetail = TextContent("Stage 4 of 5 • 68% probability • Next: Closed Won", "small")
+kpiRenewalCard = Card([kpiRenewalLabel, kpiRenewalDate, kpiRenewalSub], "sunk", "column", "s")
+kpiRenewalLabel = TextContent("Renewal Date", "small")
+kpiRenewalDate = TextContent("Sep 12, 2026", "large-heavy")
+kpiRenewalSub = TextContent("25 days away • Annual contract", "small")
+renewalAlert = Callout("warning", "Renewal approaching — action needed", "Renewal is in 25 days. Procurement review still pending and MSA redlines outstanding. Confirm champion sign-off and schedule security review this week to avoid slip.")
+stageSection = Card([stageHeader, stageSteps], "card", "column", "m")
+stageHeader = CardHeader("Deal Progress", "Current stage highlighted")
+stageSteps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Prospecting", "Completed Jul 02 — Initial discovery")
+step2 = StepsItem("Qualification", "Completed Jul 18 — BANT confirmed")
+step3 = StepsItem("Proposal", "Completed Aug 12 — v2 sent to CFO")
+step4 = StepsItem("Negotiation", "Current — MSA & pricing in legal review")
+step5 = StepsItem("Closed Won", "Target Sep 05 — Pending signature")
+activitySection = Card([activityHeader, activityList], "card", "column", "m")
+activityHeader = CardHeader("Recent Activity", "Most recent first • Last 7 days")
+activityList = ListBlock([activityItem1, activityItem2, activityItem3, activityItem4, activityItem5], "number")
+activityItem1 = ListItem("Call completed — David Park (CTO)", "Aug 16, 2026 • 32 min • Discussed security review & SSO requirements • Logged by Sarah Chen")
+activityItem2 = ListItem("Proposal v2 sent", "Aug 12, 2026 • Sent to Lisa Torres (CFO) & David Park • $184.5k ARR • Awaiting feedback")
+activityItem3 = ListItem("Demo completed — Platform walkthrough", "Aug 08, 2026 • Attendees: David Park, Maya Singh • Recorded • Next step: technical deep dive")
+activityItem4 = ListItem("Email — Legal follow-up", "Aug 05, 2026 • From: Sarah Chen → Legal@meridiandynamics.com • Re: MSA redlines")
+activityItem5 = ListItem("Qualification call", "Aug 02, 2026 • MEDDICC completed • Champion identified: David Park")
+contactsSection = Card([contactsHeader, contactsTable], "card", "column", "m")
+contactsHeader = CardHeader("Contacts", "Key stakeholders with roles")
+contactsTable = Table([contactsNameCol, contactsRoleCol, contactsEmailCol, contactsPhoneCol])
+contactsNameCol = Col("Name", ["David Park", "Lisa Torres", "Maya Singh", "James Wright"])
+contactsRoleCol = Col("Role", ["Champion • VP Engineering", "Economic Buyer • CFO", "End User • Head of Ops", "Legal • General Counsel"])
+contactsEmailCol = Col("Email", ["d.park@meridiandynamics.com", "l.torres@meridiandynamics.com", "m.singh@meridiandynamics.com", "j.wright@meridiandynamics.com"])
+contactsPhoneCol = Col("Phone", ["415-555-0142", "415-555-0148", "415-555-0133", "415-555-0191"])
+followupsSection = Card([followupsHeader, followupsTable, followupsCallout], "card", "column", "m")
+followupsHeader = CardHeader("Open Follow-ups", "Sorted by due date")
+followupsTable = Table([followupTaskCol, followupDueCol, followupOwnerCol, followupPriorityCol])
+followupTaskCol = Col("Task", ["Send revised MSA with redlines", "Schedule security review with CTO", "Follow up on procurement approval", "Share ROI one-pager with CFO"])
+followupDueCol = Col("Due Date", ["Aug 20, 2026 • Overdue in 2 days", "Aug 22, 2026 • Due in 4 days", "Aug 25, 2026 • Due in 7 days", "Aug 28, 2026 • Due in 10 days"])
+followupOwnerCol = Col("Owner", ["Sarah Chen", "Sarah Chen", "Sarah Chen", "Sarah Chen"])
+followupPriorityCol = Col("Priority", ["High", "High", "Medium", "Medium"])
+followupsCallout = TextCallout("info", "2 high-priority items due this week", "Complete MSA and security review before renewal risk escalates.")
+formsRow = Card([noteCard, callCard], "clear", "row", "m")
+noteCard = Card([noteHeader, noteForm], "card", "column", "m")
+noteHeader = CardHeader("Jot a Note", "Quick capture — saved to account timeline")
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Quick note", noteInput, "Visible to account team only. Supports @mentions.")
+noteInput = TextArea("quick_note", "Type your note about Meridian Dynamics... e.g. CTO wants SOC 2 report by Friday", 4)
+noteButtons = Buttons([noteSaveBtn, noteCancelBtn])
+noteSaveBtn = Button("Save Note", null, "primary")
+noteCancelBtn = Button("Clear", null, "tertiary")
+callCard = Card([callHeader, callForm], "card", "column", "m")
+callHeader = CardHeader("Log a Call", "Document your conversation")
+callForm = Form("log-call", callButtons, [callContactField, callOutcomeField, callDurationField, callNotesField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callOpt1, callOpt2, callOpt3, callOpt4], "Select who you spoke with")
+callOpt1 = SelectItem("david_park", "David Park — VP Engineering")
+callOpt2 = SelectItem("lisa_torres", "Lisa Torres — CFO")
+callOpt3 = SelectItem("maya_singh", "Maya Singh — Head of Ops")
+callOpt4 = SelectItem("james_wright", "James Wright — General Counsel")
+callOutcomeField = FormControl("Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("call_outcome", [outcome1, outcome2, outcome3, outcome4], "Select outcome")
+outcome1 = SelectItem("connected", "Connected — meaningful conversation")
+outcome2 = SelectItem("voicemail", "Left voicemail")
+outcome3 = SelectItem("no_answer", "No answer")
+outcome4 = SelectItem("follow_up", "Follow-up scheduled")
+callDurationField = FormControl("Duration (minutes)", callDurationInput)
+callDurationInput = Input("call_duration", "e.g. 15", "number")
+callNotesField = FormControl("Call notes", callNotesInput, "Key points, objections, next steps")
+callNotesInput = TextArea("call_notes", "What was discussed? Any commitments or blockers?", 3)
+callButtons = Buttons([callLogBtn, callCancelBtn])
+callLogBtn = Button("Log Call", null, "primary")
+callCancelBtn = Button("Cancel", null, "tertiary")
+footerActions = Buttons([viewTimelineBtn, emailContactBtn])
+viewTimelineBtn = Button("View Full Timeline", null, "secondary")
+emailContactBtn = Button("Email Champion", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..c3496ce42
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r1.txt
@@ -0,0 +1,58 @@
+root = Card([header, controlsRow, kpiRow, runwayCallout, expenseSection, transactionsSection, footerActions], "clear", "column", "l")
+header = CardHeader("Month-End Finance — May 2026", "Books closed May 31 · All figures in USD · Statement ID STMT-2026-05-8841")
+controlsRow = Card([monthForm, downloadButtonsWrap], "sunk", "row", "m", "center", "between", true)
+monthForm = Form("month-switch", monthFormButtons, [monthField])
+monthField = FormControl("6 — View a different month", monthSelect, "Switch month to recalculate cash, burn & runway")
+monthSelect = Select("month", [optMay, optApr, optMar, optFeb, optJan], "Select month", null, "May 2026", "medium")
+optMay = SelectItem("2026-05", "May 2026 — Current (closed)")
+optApr = SelectItem("2026-04", "April 2026")
+optMar = SelectItem("2026-03", "March 2026")
+optFeb = SelectItem("2026-02", "February 2026")
+optJan = SelectItem("2026-01", "January 2026")
+monthFormButtons = Buttons([viewBtn])
+viewBtn = Button("Apply", null, "secondary", "normal", "small")
+downloadButtonsWrap = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("7 — Download statement (PDF)", null, "primary")
+shareBtn = Button("Export CSV", null, "secondary")
+kpiRow = Card([cashCard, burnCard, runwayCard], "clear", "row", "m", "stretch", "between", true)
+cashCard = Card([cashLabel, cashValue, cashTrend, cashBadge], "card", "column", "xs")
+cashLabel = TextContent("1 — Cash on hand", "small")
+cashValue = TextContent("$1,240,000", "large-heavy")
+cashTrend = TextContent("Mercury $860,000 + SVB $380,000 · +$42k vs April", "small")
+cashBadge = Badge("Healthy", "secondary")
+burnCard = Card([burnLabel, burnValue, burnTrend, burnBadge], "card", "column", "xs")
+burnLabel = TextContent("2 — Monthly burn", "small")
+burnValue = TextContent("$185,000", "large-heavy")
+burnTrend = TextContent("May total expenses · +8.2% vs April ($171,000)", "small")
+burnBadge = Badge("Elevated burn", "destructive")
+runwayCard = Card([runwayLabel, runwayValue, runwayProgress, runwayTrend], "card", "column", "xs")
+runwayLabel = TextContent("3 — Months of runway", "small")
+runwayValue = TextContent("6.7 months", "large-heavy")
+runwayProgress = Progress(56, "56% of 12-month target · Runway until Dec 2026")
+runwayTrend = TextContent("Formula: $1.24M ÷ $185k · Target: 12+ months", "small")
+runwayCallout = Callout("warning", "Runway below 12-month target", "At current burn you have 6.7 months. Consider tightening discretionary spend (Marketing + Cloud = 30.6% of burn) or planning fundraise in next 2 quarters.")
+expenseSection = Card([expenseHeader, expenseRow], "card", "column", "m")
+expenseHeader = CardHeader("4 — Expenses split by category", "May 2026 breakdown · Total $185,000")
+expenseRow = Card([expenseChartWrap, expenseBreakdown], "clear", "row", "l", "start", "between", true)
+expenseChartWrap = Card([expensePie, expenseNote], "clear", "column", "s")
+expensePie = PieChart(["Salaries & Contractors", "Cloud & Infra", "Marketing & Sales", "Rent & Facilities", "Legal & Professional", "Software & Tools"], [98000, 32500, 24000, 18500, 8000, 4000], "donut", "circular")
+expenseNote = TextContent("53% Salaries · 17.6% Cloud · Salaries + Cloud + Marketing = 83.6% of burn.", "small")
+expenseBreakdown = Table([expCatCol, expAmtCol, expPctCol, expTrendCol])
+expCatCol = Col("Category", ["Salaries & Contractors", "Cloud & Infra", "Marketing & Sales", "Rent & Facilities", "Legal & Professional", "Software & Tools"])
+expAmtCol = Col("Amount", ["$98,000", "$32,500", "$24,000", "$18,500", "$8,000", "$4,000"])
+expPctCol = Col("Share", ["53.0%", "17.6%", "13.0%", "10.0%", "4.3%", "2.2%"])
+expTrendCol = Col("vs April", ["+6.0%", "+18.2%", "+12.1%", "0.0%", "-11.1%", "+5.3%"])
+transactionsSection = Card([txHeader, txTable, txFooter], "card", "column", "m")
+txHeader = CardHeader("5 — Transactions above $10,000 this month", "6 debits · May 1–31, 2026 · Only outflows > $10k shown")
+txTable = Table([txDateCol, txVendorCol, txCatCol, txAmountCol, txStatusCol])
+txDateCol = Col("Date", ["2026-05-02", "2026-05-05", "2026-05-12", "2026-05-15", "2026-05-19", "2026-05-28"])
+txVendorCol = Col("Vendor / Description", ["Rippling — Payroll", "Amazon Web Services", "WeWork — HQ Rent", "Google Ads", "Gunderson Dettmer — Legal", "Deel — Contractor Payout"])
+txCatCol = Col("Category", ["Salaries & Contractors", "Cloud & Infra", "Rent & Facilities", "Marketing & Sales", "Legal & Professional", "Salaries & Contractors"])
+txAmountCol = Col("Amount", ["$72,400", "$18,200", "$18,500", "$14,800", "$11,200", "$25,600"])
+txStatusCol = Col("Status", ["Cleared", "Cleared", "Cleared", "Cleared", "Pending", "Cleared"])
+txFooter = TextContent("42 smaller transactions under $10k hidden. Use Download statement for full ledger with all 48 transactions.", "small")
+footerActions = Card([footerText, footerButtons], "clear", "row", "m", "center", "between", true)
+footerText = TextContent("Generated Jun 1, 2026 09:14 UTC · Contact finance@startup.io · Next close: Jun 30", "small")
+footerButtons = Buttons([downloadBtn2, viewFullBtn])
+downloadBtn2 = Button("Download statement (PDF)", null, "primary")
+viewFullBtn = Button("View full ledger", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..eca56643f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r2.txt
@@ -0,0 +1,57 @@
+root = Card([header, controls, kpiRow, runwayCallout, expenseSection, transactionSection, footerNote], "clear", "column", "l", "stretch", "start")
+header = CardHeader("Month-End Finance — May 2026", "Startup close view • All figures in USD • Updated May 31, 2026 5:42 PM PT")
+controls = Card([monthForm, downloadGroup], "sunk", "row", "m", "center", "between", true)
+monthForm = Form("month-select", monthFormButtons, [monthField])
+monthField = FormControl("View month", monthSelect, "Switch to see prior closes")
+monthSelect = Select("month", [mMay, mApr, mMar, mFeb, mJan], "Select month", null, "2026-05")
+mMay = SelectItem("2026-05", "May 2026 — Current")
+mApr = SelectItem("2026-04", "April 2026")
+mMar = SelectItem("2026-03", "March 2026")
+mFeb = SelectItem("2026-02", "February 2026")
+mJan = SelectItem("2026-01", "January 2026")
+monthFormButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "secondary")
+downloadGroup = Buttons([downloadBtn, exportBtn])
+downloadBtn = Button("Download statement (PDF)", null, "primary")
+exportBtn = Button("Export CSV", null, "secondary")
+kpiRow = Card([cashCard, burnCard, runwayCard], "clear", "row", "m", "stretch", "between", true)
+cashCard = Card([cashHeader, cashValue, cashSub, cashBadge], "card", "column", "s", "start", "start")
+cashHeader = CardHeader("Cash on hand", "Mercury + Brex + SVB")
+cashValue = TextContent("$1,240,000", "large-heavy")
+cashSub = TextContent("As of May 31 • +$32,000 vs April", "small")
+cashBadge = Badge("Healthy reserve", "secondary")
+burnCard = Card([burnHeader, burnValue, burnSub, burnBadge], "card", "column", "s", "start", "start")
+burnHeader = CardHeader("Monthly burn", "May total expenses")
+burnValue = TextContent("$148,500", "large-heavy")
+burnSub = TextContent("Avg 3-mo burn: $142,800 • +4.0% MoM", "small")
+burnBadge = Badge("↑ $5,700 vs April", "outline")
+runwayCard = Card([runwayHeader, runwayValue, runwayProgress, runwaySub], "card", "column", "s", "start", "start")
+runwayHeader = CardHeader("Months of runway", "At current burn")
+runwayValue = TextContent("8.3 months", "large-heavy")
+runwayProgress = Progress(46, "8.3 of 18 month target")
+runwaySub = TextContent("Cash $1.24M ÷ Burn $148.5k • Runway to Jan 2027", "small")
+runwayCallout = Callout("warning", "Runway under 12 months", "At May burn, cash lasts 8.3 months. To extend to 12 months, reduce burn to ~$103k or raise $540k. Burn trend +4% MoM — review hiring and marketing spend.")
+expenseSection = Card([expenseHeader, expenseLayout, expenseTable], "card", "column", "m", "stretch", "start")
+expenseHeader = CardHeader("Expenses split by category", "May 2026 • Total $148,500 • 5 categories")
+expenseLayout = Card([expenseChart, expenseInsight], "clear", "row", "l", "center", "between", true)
+expenseChart = PieChart(["Salaries & Contractors", "Cloud & Software", "Marketing & Growth", "Office & Operations", "Legal & Finance"], [82400, 24300, 21800, 12500, 7500], "donut", "circular")
+expenseInsight = MarkDownRenderer("**55.5%** of burn is people costs ($82.4k).\n\n**Top drivers this month:**\n- Engineering payroll + contractor payout\n- Cloud infra (AWS) $18.4k\n- Google Ads scale $14.2k\n\n> Tip: Salaries include Gusto payroll $62.1k + contractors $20.3k.", "clear")
+expenseTable = Table([expCatCol, expAmtCol, expPctCol, expTrendCol])
+expCatCol = Col("Category", ["Salaries & Contractors", "Cloud & Software", "Marketing & Growth", "Office & Operations", "Legal & Finance"])
+expAmtCol = Col("Amount", ["$82,400", "$24,300", "$21,800", "$12,500", "$7,500"])
+expPctCol = Col("Share", ["55.5%", "16.4%", "14.7%", "8.4%", "5.1%"])
+expTrendCol = Col("vs April", ["+3.2%", "+8.5%", "+2.1%", "-1.2%", "+0.0%"])
+transactionSection = Card([transactionHeader, transactionCallout, transactionTable, transactionFooter], "card", "column", "m", "stretch", "start")
+transactionHeader = CardHeader("Transactions above $10,000", "May 2026 • 6 transactions • Filtered > $10,000")
+transactionCallout = TextCallout("info", "Filter active", "Showing only transactions greater than $10,000. Full ledger (87 transactions) available in the downloaded statement.")
+transactionTable = Table([tDateCol, tDescCol, tCatCol, tAmtCol, tMethodCol])
+tDateCol = Col("Date", ["May 03", "May 07", "May 14", "May 18", "May 22", "May 28"])
+tDescCol = Col("Description", ["AWS — Enterprise Support & Usage", "Gusto — Payroll (32 employees)", "Google Ads — Performance", "Contractor Payout — Product Design", "Fenwick & West — Legal Retainer", "Office Lease — SF SoMa"])
+tCatCol = Col("Category", ["Cloud & Software", "Salaries & Contractors", "Marketing & Growth", "Salaries & Contractors", "Legal & Finance", "Office & Operations"])
+tAmtCol = Col("Amount", ["$18,400", "$62,150", "$14,200", "$11,500", "$12,000", "$10,800"])
+tMethodCol = Col("Method", ["ACH • Mercury", "ACH • Gusto", "Card • Brex", "Wire • Mercury", "ACH • Mercury", "ACH • Mercury"])
+transactionFooter = TextContent("Total of filtered transactions: $129,050 • 86.9% of monthly burn • All amounts verified and reconciled", "small")
+footerNote = Card([footerText, footerButtons], "clear", "row", "m", "center", "between", true)
+footerText = TextContent("Need the full packet? Download includes P&L, balance sheet, and all 87 transactions with receipts.", "small")
+footerButtons = Buttons([footerDownloadBtn])
+footerDownloadBtn = Button("Download May 2026 statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..61c712c3a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r3.txt
@@ -0,0 +1,57 @@
+root = Card([header, controlsRow, kpiRow, runwayAlert, expenseSection, transactionsSection, downloadSection], "clear", "column", "l")
+header = CardHeader("Month-End Finance", "November 2025 Close • Final • Updated Dec 1, 2025 09:00 AM")
+controlsRow = Card([monthForm, downloadButtons], "clear", "row", "m", "end", "between", true)
+monthForm = Form("month-nav", monthFormButtons, [monthField])
+monthField = FormControl("View month", monthSelect, "Switch to see prior closes")
+monthSelect = Select("month", [mNov, mOct, mSep, mAug, mJul], "November 2025", null, "nov2025")
+mNov = SelectItem("nov2025", "November 2025 — Current")
+mOct = SelectItem("oct2025", "October 2025")
+mSep = SelectItem("sep2025", "September 2025")
+mAug = SelectItem("aug2025", "August 2025")
+mJul = SelectItem("jul2025", "July 2025")
+monthFormButtons = Buttons([viewBtn])
+viewBtn = Button("View Month", null, "secondary")
+downloadButtons = Buttons([downloadPdfBtn, downloadCsvBtn])
+downloadPdfBtn = Button("Download Statement (PDF)", null, "primary")
+downloadCsvBtn = Button("Download CSV", null, "secondary")
+kpiRow = Card([cashCard, burnCard, runwayCard], "clear", "row", "m", "stretch", "between", true)
+cashCard = Card([cashLabel, cashValue, cashNote, cashBadge], "card", "column", "s")
+cashLabel = TextContent("CASH ON HAND", "small-heavy")
+cashValue = Heading("$842,500", "h1")
+cashNote = TextContent("As of Nov 30, 2025 • All operating accounts", "small")
+cashBadge = Badge("↑ $18.2k vs Oct", "secondary")
+burnCard = Card([burnLabel, burnValue, burnNote, burnBadge], "card", "column", "s")
+burnLabel = TextContent("MONTHLY BURN", "small-heavy")
+burnValue = Heading("$127,800", "h1")
+burnNote = TextContent("November 2025 • Net cash outflow", "small")
+burnBadge = Badge("↓ 4.3% vs Oct • $133.5k", "outline")
+runwayCard = Card([runwayLabel, runwayValue, runwayProgress, runwayNote], "card", "column", "s")
+runwayLabel = TextContent("MONTHS OF RUNWAY", "small-heavy")
+runwayValue = Heading("6.6 months", "h1")
+runwayProgress = Progress(55, "At current burn • 55% of 12-mo target")
+runwayNote = TextContent("Projected zero cash: June 18, 2026", "small")
+runwayAlert = Alert("Runway under 12 months", "At $127.8k burn, 6.6 months remains. Reduce burn by ~15% or extend cash to reach 8+ months.", "warning")
+expenseSection = Card([expenseHeader, expenseRow], "sunk", "column", "m")
+expenseHeader = CardHeader("Expenses Split by Category", "Total spend $127,800 • November 2025")
+expenseRow = Card([expenseChart, expenseTable], "clear", "row", "l", "start", "between", true)
+expenseChart = PieChart(["Payroll", "Infrastructure", "Marketing", "Office & Ops", "Legal & Finance", "Travel"], [68200, 22400, 18200, 8300, 6200, 4500], "donut", "circular")
+expenseTable = Table([expCatCol, expAmtCol, expPctCol])
+expCatCol = Col("Category", ["Payroll", "Infrastructure", "Marketing", "Office & Ops", "Legal & Finance", "Travel"])
+expAmtCol = Col("Amount", ["$68,200", "$22,400", "$18,200", "$8,300", "$6,200", "$4,500"])
+expPctCol = Col("Share", ["53.4%", "17.5%", "14.2%", "6.5%", "4.9%", "3.5%"])
+transactionsSection = Card([transHeader, transCallout, transTable], "card", "column", "m")
+transHeader = CardHeader("Transactions Above $10,000", "7 transactions flagged • November 2025")
+transCallout = TextCallout("neutral", "Filtered view", "Showing only inflows and outflows over $10,000. Full ledger included in downloaded statement.")
+transTable = Table([tDate, tDesc, tCategory, tAmount, tStatus])
+tDate = Col("Date", ["Nov 03", "Nov 07", "Nov 11", "Nov 14", "Nov 18", "Nov 22", "Nov 28"])
+tDesc = Col("Description", ["AWS — Annual Reserved Instances", "Rippling — Payroll Run 11/07", "Google Ads — Campaign Prepay", "Stripe — Revenue Payout", "Fenwick & West — Legal Retainer", "Rippling — Payroll Run 11/22", "Brex — Office Deposit Refund"])
+tCategory = Col("Category", ["Infrastructure", "Payroll", "Marketing", "Revenue", "Legal & Finance", "Payroll", "Office & Ops"])
+tAmount = Col("Amount", ["-$18,400", "-$34,100", "-$12,500", "+$42,800", "-$11,200", "-$34,100", "+$10,500"])
+tStatus = Col("Type", ["Outflow", "Outflow", "Outflow", "Inflow", "Outflow", "Outflow", "Inflow"])
+downloadSection = Card([downloadHeader2, downloadText, downloadButtons2], "card", "column", "s")
+downloadHeader2 = Heading("Download Statement Package", "h3")
+downloadText = TextContent("Get the official November close package for investors, board, and accounting. Includes P&L, balance sheet, and full transaction ledger.", "small")
+downloadButtons2 = Buttons([downloadPdfBtn2, downloadCsvBtn2, emailBtn])
+downloadPdfBtn2 = Button("Download PDF Statement", null, "primary")
+downloadCsvBtn2 = Button("Download Transactions CSV", null, "secondary")
+emailBtn = Button("Email to Finance", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..2e9182f43
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-finance__r4.txt
@@ -0,0 +1,53 @@
+root = Card([header, controlsCard, kpiRow, runwayCallout, expensesCard, transactionsCard, footerNote], "card", "column", "l")
+header = CardHeader("Month-End Finance — May 2026", "Closed books • All figures in USD • Updated May 31, 2026 at 6:00 PM PT")
+controlsCard = Card([controlsRow], "sunk", "column", "m")
+controlsRow = Card([monthForm, downloadGroup], "clear", "row", "m", "center", "between", true)
+monthForm = Form("month-selector", monthFormButtons, [monthField])
+monthField = FormControl("View month", monthSelect, "Switch to see prior closed months")
+monthSelect = Select("month", [optMay, optApr, optMar, optFeb], "Select month", null, "2026-05")
+optMay = SelectItem("2026-05", "May 2026 — Current")
+optApr = SelectItem("2026-04", "April 2026")
+optMar = SelectItem("2026-03", "March 2026")
+optFeb = SelectItem("2026-02", "February 2026")
+monthFormButtons = Buttons([viewBtn])
+viewBtn = Button("View Month", null, "secondary")
+downloadGroup = Buttons([downloadPdf, downloadCsv])
+downloadPdf = Button("Download Statement (PDF)", null, "primary")
+downloadCsv = Button("Download CSV", null, "secondary")
+kpiRow = Card([cashCard, burnCard, runwayCard], "clear", "row", "m", "stretch", "between", true)
+cashCard = Card([cashHeader, cashValue, cashSub, cashProgress], "card", "column", "s")
+cashHeader = TextContent("1 — Cash on Hand", "small-heavy")
+cashValue = Heading("$842,500", "h1")
+cashSub = TextContent("Operating $612,400 + Payroll $230,100 • +$12,400 vs April", "small")
+cashProgress = Progress(68, "68% of $1.24M peak in Jan 2026")
+burnCard = Card([burnHeader, burnValue, burnSub, burnProgress], "card", "column", "s")
+burnHeader = TextContent("2 — Monthly Burn (May)", "small-heavy")
+burnValue = Heading("$127,300", "h1")
+burnSub = TextContent("Avg last 3 months: $131,200 • -3.0% vs April ($131,200)", "small")
+burnProgress = Progress(42, "Burn vs $300k budget cap: 42%")
+runwayCard = Card([runwayHeader, runwayValue, runwaySub, runwayProgress], "card", "column", "s")
+runwayHeader = TextContent("3 — Months of Runway", "small-heavy")
+runwayValue = Heading("6.6 months", "h1")
+runwaySub = TextContent("At current burn • Cash $842,500 ÷ Burn $127,300 • Until Dec 2026", "small")
+runwayProgress = Progress(55, "Runway health: 6.6 / 12 month target")
+runwayCallout = Callout("warning", "Runway below 9-month threshold", "At $127k burn, you have 6.6 months remaining. Consider extending to 9+ months before next fundraise. Reducing burn by $20k adds ~1.2 months.")
+expensesCard = Card([expensesHeader, expensesLayout, expensesTable], "card", "column", "m")
+expensesHeader = CardHeader("4 — Expenses Split by Category", "May 2026 total burned: $127,300 • 6 categories")
+expensesLayout = Card([expensesChart, expensesLegend], "clear", "row", "l", "center", "between", true)
+expensesChart = PieChart(["Payroll", "Cloud & Infra", "Marketing", "Rent", "Legal & Admin", "Tools & Software"], [68200, 18400, 15200, 12500, 8600, 4400], "donut", "circular")
+expensesLegend = MarkDownRenderer("**53.6%** Payroll — $68,200 (2 payrolls)\n\n**14.5%** Cloud & Infra — $18,400 (AWS + Vercel)\n\n**11.9%** Marketing — $15,200\n\n**9.8%** Rent — $12,500\n\n**6.8%** Legal & Admin — $8,600\n\n**3.5%** Tools & Software — $4,400", "clear")
+expensesTable = Table([expCatCol, expAmtCol, expPctCol, expTrendCol])
+expCatCol = Col("Category", ["Payroll", "Cloud & Infra", "Marketing", "Rent", "Legal & Admin", "Tools & Software"])
+expAmtCol = Col("Amount", ["$68,200", "$18,400", "$15,200", "$12,500", "$8,600", "$4,400"])
+expPctCol = Col("Share", ["53.6%", "14.5%", "11.9%", "9.8%", "6.8%", "3.5%"])
+expTrendCol = Col("vs April", ["+2.1%", "-8.4%", "+14.2%", "0.0%", "-12.1%", "+4.8%"])
+transactionsCard = Card([transactionsHeader, transactionsSub, transactionsTable], "card", "column", "m")
+transactionsHeader = CardHeader("5 — Transactions Above $10,000", "May 2026 • 6 transactions • Filter: amount > $10,000")
+transactionsSub = TextContent("Large outflows only. Full ledger available in the downloaded statement.", "small")
+transactionsTable = Table([transDateCol, transVendorCol, transCatCol, transAmountCol, transStatusCol])
+transDateCol = Col("Date", ["2026-05-02", "2026-05-05", "2026-05-08", "2026-05-12", "2026-05-15", "2026-05-19"])
+transVendorCol = Col("Vendor / Memo", ["Rippling — Payroll 05/01", "AWS — Cloud Services", "Gunderson Dettmer — Legal", "HQ Rent — 548 Market St", "Rippling — Payroll 05/15", "Google Ads — Campaign"])
+transCatCol = Col("Category", ["Payroll", "Cloud & Infra", "Legal & Admin", "Rent", "Payroll", "Marketing"])
+transAmountCol = Col("Amount", ["$34,100", "$12,850", "$10,800", "$12,500", "$34,100", "$11,200"])
+transStatusCol = Col("Status", ["Completed", "Completed", "Pending", "Completed", "Completed", "Completed"])
+footerNote = TextContent("6 — Change month with selector above • 7 — Download buttons generate the official May 2026 statement with signatures and bank reconciliation.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..c5585ace3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r1.txt
@@ -0,0 +1,75 @@
+root = Card([header, metaRow, searchCard, delayedCallout, shipmentsCard, chartsRow, flagCard, footer], "card", "column", "l")
+header = CardHeader("Logistics Control Board", "Single-screen operations view • 7 in-transit shipments • All lanes monitored")
+metaRow = Card([onTimeCard, avgCostCard, refreshCard], "clear", "row", "m")
+onTimeCard = Card([onTimeHeader, onTimeProgress, onTimeDetail], "sunk", "column", "s")
+onTimeHeader = CardHeader("On-Time % This Month", "Target: 95% • 1,306 shipments")
+onTimeProgress = Progress(87.4, "87.4% on-time")
+onTimeDetail = TextContent("1,142 of 1,306 arrived on schedule. +2.1% vs July • 164 exceptions.", "small")
+avgCostCard = Card([avgCostHeader, avgCostValue, avgCostDetail], "sunk", "column", "s")
+avgCostHeader = CardHeader("Average Cost / Shipment", "Month-to-date • All modes")
+avgCostValue = TextContent("$2,847", "large-heavy")
+avgCostDetail = TextContent("↓ $124 vs July • Includes fuel, duties & last-mile. Median: $2,610.", "small")
+refreshCard = Card([refreshHeader, refreshText, refreshBadge], "sunk", "column", "s")
+refreshHeader = CardHeader("Data Freshness", "TMS + Carrier EDI feeds")
+refreshText = TextContent("Last refreshed: Aug 18, 2026 — 09:42 UTC", "small-heavy")
+refreshBadge = Badge("Live • Auto-refresh every 15 min", "secondary")
+searchCard = Card([searchHeader, routeSearchForm], "card", "column", "s")
+searchHeader = CardHeader("Search by Route", "Filter in-transit shipments by origin → destination")
+routeSearchForm = Form("route-search", searchButtons, [routeField, statusField])
+routeField = FormControl("Route", routeInput, "Try: Shanghai → Los Angeles or Rotterdam → Chicago")
+routeInput = Input("route", "Origin → Destination (e.g., Hamburg → Chicago)")
+statusField = FormControl("Status filter", statusSelect)
+statusSelect = Select("status", [statusAll, statusTransit, statusDelayed, statusCustoms], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusTransit = SelectItem("transit", "In Transit")
+statusDelayed = SelectItem("delayed", "Delayed")
+statusCustoms = SelectItem("customs", "Customs Hold")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search route", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+delayedCallout = Callout("warning", "3 Delayed Shipments Require Attention", "SHP-8843 (Shanghai → Long Beach) — 2 days late, awaiting berth • SHP-8847 (Rotterdam → Chicago) — 1 day late, rail congestion • SHP-8851 (Singapore → Seattle) — Customs hold, docs pending. Flagged for ops review.")
+shipmentsCard = Card([shipmentsHeader, shipmentsTable, shipmentsHelp], "card", "column", "s")
+shipmentsHeader = CardHeader("Shipments in Transit", "7 active shipments • Sorted by ETA • Delayed rows called out above")
+shipmentsTable = Table([colId, colOrigin, colDest, colETA, colStatus, colCarrier])
+colId = Col("Shipment ID", ["SHP-8841", "SHP-8842", "SHP-8843", "SHP-8847", "SHP-8849", "SHP-8851", "SHP-8853"], "string")
+colOrigin = Col("Origin", ["Shanghai", "Hamburg", "Shanghai", "Rotterdam", "Busan", "Singapore", "Santos"], "string")
+colDest = Col("Destination", ["Los Angeles", "Chicago", "Long Beach", "Chicago", "Seattle", "Seattle", "Houston"], "string")
+colETA = Col("ETA", ["Aug 19, 2026", "Aug 20, 2026", "Aug 18, 2026", "Aug 19, 2026", "Aug 22, 2026", "Aug 21, 2026", "Aug 24, 2026"], "string")
+colStatus = Col("Status", ["In Transit", "In Transit", "Delayed", "Delayed", "In Transit", "Customs Hold", "In Transit"], "string")
+colCarrier = Col("Carrier", ["Maersk", "DHL Global", "Maersk", "XPO Logistics", "FedEx Freight", "UPS Supply", "Maersk"], "string")
+shipmentsHelp = TextContent("Use 'Flag a Shipment' below to escalate any ID. Delayed = ETA breached, Customs Hold = docs inspection.", "small")
+chartsRow = Card([carrierCard, weeklyCard], "clear", "row", "m")
+carrierCard = Card([carrierHeader, carrierChart, carrierLegend], "sunk", "column", "s")
+carrierHeader = CardHeader("Volume Split by Carrier", "This month • 1,306 shipments")
+carrierChart = PieChart(["Maersk", "DHL Global", "FedEx Freight", "UPS Supply", "XPO Logistics"], [482, 318, 214, 168, 124], "donut", "circular")
+carrierLegend = TextContent("Maersk 36.9% • DHL Global 24.3% • FedEx Freight 16.4% • UPS Supply 12.9% • XPO 9.5%", "small")
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyCaption], "sunk", "column", "s")
+weeklyHeader = CardHeader("Weekly Volume — Past 8 Weeks", "Jun 24 — Aug 18, 2026 • Total 1,306")
+weeklyChart = BarChart(["Jun 24", "Jul 1", "Jul 8", "Jul 15", "Jul 22", "Jul 29", "Aug 5", "Aug 12"], [weeklySeries], "grouped", "Week", "Shipments")
+weeklySeries = Series("Shipments", [142, 168, 155, 182, 176, 198, 165, 120])
+weeklyCaption = TextContent("Peak 198 shipments week of Jul 29. Current week partial (120) — projected ~175 by Aug 18 close.", "small")
+flagCard = Card([flagHeader, flagForm, flagDialogWrap], "card", "column", "s")
+flagHeader = CardHeader("Flag a Shipment", "Escalate for review, reroute, or priority handling")
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, flagReasonField, flagNoteField])
+flagIdField = FormControl("Shipment ID", flagIdSelect)
+flagIdSelect = Select("shipment_id", [flagOpt1, flagOpt2, flagOpt3, flagOpt4, flagOpt5], "Select shipment to flag")
+flagOpt1 = SelectItem("SHP-8843", "SHP-8843 — Shanghai → Long Beach (Delayed)")
+flagOpt2 = SelectItem("SHP-8847", "SHP-8847 — Rotterdam → Chicago (Delayed)")
+flagOpt3 = SelectItem("SHP-8851", "SHP-8851 — Singapore → Seattle (Customs Hold)")
+flagOpt4 = SelectItem("SHP-8841", "SHP-8841 — Shanghai → Los Angeles (In Transit)")
+flagOpt5 = SelectItem("SHP-8849", "SHP-8849 — Busan → Seattle (In Transit)")
+flagReasonField = FormControl("Reason", flagReasonSelect)
+flagReasonSelect = Select("reason", [reasonDelay, reasonDamage, reasonCustoms, reasonReroute, reasonPriority], "Choose reason")
+reasonDelay = SelectItem("delay", "Unexpected delay >24h")
+reasonDamage = SelectItem("damage", "Damage / inspection needed")
+reasonCustoms = SelectItem("customs", "Customs documentation")
+reasonReroute = SelectItem("reroute", "Request reroute")
+reasonPriority = SelectItem("priority", "Mark as priority")
+flagNoteField = FormControl("Notes", flagNoteInput, "Optional context for ops team")
+flagNoteInput = TextArea("notes", "Add details for carrier manager...", 3)
+flagButtons = Buttons([flagBtn, flagCancelBtn])
+flagBtn = Button("Flag shipment", null, "primary")
+flagCancelBtn = Button("Cancel", null, "tertiary")
+flagDialogWrap = DialogBlock("Quick flag guide", "How flagging works", "Flagged shipments create a priority ticket and notify the carrier manager.", [flagGuideText], "secondary")
+flagGuideText = TextContent("Flagged shipments move to the priority queue. Carrier manager notified instantly, confirmation within 15 min. Use for delays >24h, customs holds, or temperature excursions. Unflag from shipment details.", "small")
+footer = TextContent("Board covers all 9 items • Next auto-refresh: 09:57 UTC • Source: TMS + EDI • Timezone: UTC", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..fad898cf2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r2.txt
@@ -0,0 +1,78 @@
+root = Card([header, refreshed, kpiRow, delayedCallout, delayedList, searchSection, shipmentsTable, flagRow, chartsRow, footerNote], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Central control for in-transit freight, carrier performance & exceptions")
+refreshed = TextCallout("neutral", "Last refreshed", "August 18, 2026 at 08:42 UTC • Auto-refresh every 15 minutes • Next sync in 7 minutes • Source: TMS + Carrier EDI")
+kpiRow = Card([kpiOnTime, kpiAvgCost, kpiTotal], "clear", "row", "m")
+kpiOnTime = Card([kpiOnTimeHeading, kpiOnTimeValue, kpiOnTimeProgress, kpiOnTimeBadge], "sunk", "column", "s")
+kpiOnTimeHeading = TextContent("On-Time Percentage — This Month", "small-heavy")
+kpiOnTimeValue = Heading("92.4%", "h1")
+kpiOnTimeProgress = Progress(92.4, "92.4% on-time (target 95%)")
+kpiOnTimeBadge = Badge("-1.2% vs July", "secondary")
+kpiAvgCost = Card([kpiAvgCostHeading, kpiAvgCostValue, kpiAvgCostDetail, kpiAvgCostTrend], "sunk", "column", "s")
+kpiAvgCostHeading = TextContent("Average Cost per Shipment", "small-heavy")
+kpiAvgCostValue = Heading("$1,847", "h1")
+kpiAvgCostDetail = TextContent("Across 1,345 shipments this month • Median $1,720", "small")
+kpiAvgCostTrend = Badge("$42 lower than last month", "secondary")
+kpiTotal = Card([kpiTotalHeading, kpiTotalValue, kpiTotalDetail, kpiTotalBadge], "sunk", "column", "s")
+kpiTotalHeading = TextContent("Shipments In Transit", "small-heavy")
+kpiTotalValue = Heading("247", "h1")
+kpiTotalDetail = TextContent("18 out for delivery today • 3 delayed", "small")
+kpiTotalBadge = Badge("3 flagged", "destructive")
+delayedCallout = Callout("warning", "3 Delayed Shipments Require Attention", "SHP-88407 (Weather) is 48h behind in Phoenix corridor. SHP-88395 held for customs in Miami. SHP-88361 delayed due to carrier capacity. Immediate carrier contact recommended.")
+delayedList = ListBlock([delayed1, delayed2, delayed3])
+delayed1 = ListItem("SHP-88407 — Seattle → Phoenix", "ETA Aug 22 • Delayed — Weather • Carrier: J.B. Hunt • 2 days late", null, "Contact Carrier")
+delayed2 = ListItem("SHP-88395 — Atlanta → Miami", "ETA Aug 19 • Delayed — Customs Hold • Carrier: FedEx Freight • Awaiting clearance", null, "View Docs")
+delayed3 = ListItem("SHP-88361 — Memphis → New Orleans", "ETA Aug 23 • Delayed — Carrier Capacity • Carrier: Regional • Reschedule requested", null, "Flag")
+searchSection = Card([searchHeader, searchForm], "sunk", "column", "m")
+searchHeader = CardHeader("Search by Route", "Filter in-transit shipments by origin or destination")
+searchForm = Form("route-search", searchButtons, [searchInputField, statusFilterField])
+searchInputField = FormControl("Route", searchInput, "e.g., Chicago, Dallas → Detroit, or 'CHI-BOS'")
+searchInput = Input("route_query", "Search origin or destination…", "text")
+statusFilterField = FormControl("Status filter", statusSelect)
+statusSelect = Select("status", [statusAll, statusTransit, statusDelayed, statusDelivery], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusTransit = SelectItem("in_transit", "In Transit")
+statusDelayed = SelectItem("delayed", "Delayed only")
+statusDelivery = SelectItem("out_for_delivery", "Out for Delivery")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search Route", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+shipmentsTable = Table([colId, colOrigin, colDest, colEta, colStatus, colAction])
+colId = Col("Shipment ID", ["SHP-88421", "SHP-88419", "SHP-88407", "SHP-88395", "SHP-88388", "SHP-88372", "SHP-88361"])
+colOrigin = Col("Origin", ["Chicago, IL", "Dallas, TX", "Seattle, WA", "Atlanta, GA", "Newark, NJ", "Los Angeles, CA", "Memphis, TN"])
+colDest = Col("Destination", ["Boston, MA", "Detroit, MI", "Phoenix, AZ", "Miami, FL", "Columbus, OH", "Denver, CO", "New Orleans, LA"])
+colEta = Col("ETA", ["Aug 19", "Aug 20", "Aug 22", "Aug 19", "Aug 18", "Aug 21", "Aug 23"])
+colStatus = Col("Status", ["In Transit", "In Transit", "Delayed — Weather", "Delayed — Customs", "In Transit", "In Transit", "Delayed — Carrier"])
+colAction = Col("Flag", ["Flag", "Flag", "Flagged", "Flag", "Flag", "Flag", "Flagged"], "action")
+flagRow = Card([flagInfo, flagDialog], "clear", "row", "m")
+flagInfo = TextContent("Need to escalate? Flag any shipment above for priority handling, damage check, or customer notification.", "small")
+flagDialog = DialogBlock("Flag a Shipment", "Flag a Shipment for Review", "Select a shipment and reason. Flagged shipments are highlighted to the ops team and added to the delayed watchlist.", [flagForm], "secondary")
+flagForm = Form("flag-shipment", flagFormButtons, [flagShipmentField, flagReasonField, flagNotesField])
+flagShipmentField = FormControl("Shipment ID", flagShipmentSelect)
+flagShipmentSelect = Select("shipment_id", [flagOpt1, flagOpt2, flagOpt3, flagOpt4, flagOpt5], "Choose shipment")
+flagOpt1 = SelectItem("SHP-88421", "SHP-88421 — Chicago → Boston")
+flagOpt2 = SelectItem("SHP-88419", "SHP-88419 — Dallas → Detroit")
+flagOpt3 = SelectItem("SHP-88407", "SHP-88407 — Seattle → Phoenix (Delayed)")
+flagOpt4 = SelectItem("SHP-88395", "SHP-88395 — Atlanta → Miami (Delayed)")
+flagOpt5 = SelectItem("SHP-88361", "SHP-88361 — Memphis → New Orleans (Delayed)")
+flagReasonField = FormControl("Reason", flagReasonRadio)
+flagReasonRadio = RadioGroup("reason", [reasonDelay, reasonDamage, reasonCustoms, reasonCustomer])
+reasonDelay = RadioItem("Carrier delay", "Late pickup or transit", "delay")
+reasonDamage = RadioItem("Damage / inspection", "Requires inspection on arrival", "damage")
+reasonCustoms = RadioItem("Customs / docs", "Missing paperwork or hold", "customs")
+reasonCustomer = RadioItem("Customer request", "Hold or reroute per consignee", "customer")
+flagNotesField = FormControl("Notes (optional)", flagNotes, "Visible to operations team")
+flagNotes = TextArea("notes", "Add context for the flag…", 3)
+flagFormButtons = Buttons([flagSubmit, flagCancel])
+flagSubmit = Button("Flag Shipment", null, "primary")
+flagCancel = Button("Cancel", null, "tertiary")
+chartsRow = Card([carrierCard, volumeCard], "clear", "row", "m")
+carrierCard = Card([carrierHeader, carrierChart, carrierNote], "sunk", "column", "m")
+carrierHeader = CardHeader("Volume Split by Carrier", "Share of 1,345 shipments this month")
+carrierChart = PieChart(["FedEx Freight", "XPO Logistics", "J.B. Hunt", "Old Dominion", "Regional Carrier"], [458, 377, 256, 161, 93], "donut", "circular")
+carrierNote = TextContent("FedEx Freight 34.1% • XPO 28.0% • J.B. Hunt 19.0% • Regional +2.3% vs last month", "small")
+volumeCard = Card([volumeHeader, volumeChart, volumeNote], "sunk", "column", "m")
+volumeHeader = CardHeader("Weekly Volume — Past 2 Months", "Shipments dispatched per week")
+volumeChart = AreaChart(["Jun 23", "Jun 30", "Jul 7", "Jul 14", "Jul 21", "Jul 28", "Aug 4", "Aug 11"], [weeklySeries], "natural", "Week", "Shipments")
+weeklySeries = Series("Shipments", [142, 158, 165, 151, 173, 188, 176, 192])
+volumeNote = TextContent("Peak: 192 shipments week of Aug 11 • +8.5% vs 8-week avg (166) • Trend rising", "small")
+footerNote = TextContent("Last refreshed: August 18, 2026 at 08:42 UTC • Source: TMS + Carrier EDI • Next sync in 7 minutes", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..93562684f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r3.txt
@@ -0,0 +1,77 @@
+root = Card([header, refreshedRow, kpiCard, delayedCallout, delayedAlert, searchCard, transitCard, analyticsRow, flagCard, footerText], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Single-screen control for in-transit freight • 184 active shipments • 8 lanes")
+refreshedRow = Card([refreshText, refreshBadge], "clear", "row", "s", "center", "between")
+refreshText = TextContent("Last refreshed: Aug 18, 2026 — 09:42 UTC • Auto-refresh every 15 minutes • Next refresh in 7 min • Source: TMS + Carrier EDI", "small")
+refreshBadge = Badge("LIVE FEED", "success")
+kpiCard = Card([kpiOnTime, kpiCost, kpiVolume], "sunk", "row", "m")
+kpiOnTime = Card([kpiOnTimeHeading, kpiOnTimeProgress, kpiOnTimeDetail], "card", "column", "s")
+kpiOnTimeHeading = TextContent("On-Time Percentage — This Month", "small-heavy")
+kpiOnTimeProgress = Progress(87.3, "87.3% on-time (May 1-18)")
+kpiOnTimeDetail = TextContent("Target 90% • 161 of 184 shipments on-time • +2.1% vs April", "small")
+kpiCost = Card([kpiCostHeading, kpiCostValue, kpiCostDetail], "card", "column", "s")
+kpiCostHeading = TextContent("Average Cost per Shipment", "small-heavy")
+kpiCostValue = TextContent("$1,847", "large-heavy")
+kpiCostDetail = TextContent("↓ $62 vs last month • Range $1,210 - $3,840 • Incl. fuel & duties", "small")
+kpiVolume = Card([kpiVolumeHeading, kpiVolumeValue, kpiVolumeDetail], "card", "column", "s")
+kpiVolumeHeading = TextContent("Volume in Transit", "small-heavy")
+kpiVolumeValue = TextContent("184 shipments", "large-heavy")
+kpiVolumeDetail = TextContent("12,420 TEU • 4 delayed • 11 customs hold • 169 in transit", "small")
+delayedCallout = Callout("warning", "4 Delayed Shipments Require Attention", "SHP-8847, SHP-8853, SHP-8861, SHP-8870 are past ETA window. Long Beach port congestion + customs inspection flagged. Action needed within 6 hours.")
+delayedAlert = Alert("Delay impact", "Delayed lanes: Shanghai → Long Beach (2) and Hamburg → Chicago (2). Average delay 2.4 days. Carriers notified.", "warning")
+searchCard = Card([searchHeader, searchForm], "card", "column", "m")
+searchHeader = CardHeader("Search by Route", "Filter in-transit shipments by origin, destination or status")
+searchForm = Form("route-search", searchButtons, [originField, destField, statusField])
+originField = FormControl("Origin", originInput, "Port, city or country")
+originInput = Input("origin", "e.g. Shanghai, Hamburg, Rotterdam")
+destField = FormControl("Destination", destInput, "Port, city or warehouse")
+destInput = Input("destination", "e.g. Long Beach, Chicago, Memphis")
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusAll, statusTransit, statusDelayed, statusCustoms], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusTransit = SelectItem("in_transit", "In Transit")
+statusDelayed = SelectItem("delayed", "Delayed")
+statusCustoms = SelectItem("customs", "Customs Hold")
+searchButtons = Buttons([searchBtn, resetBtn], "row")
+searchBtn = Button("Search Route", null, "primary")
+resetBtn = Button("Clear Filters", null, "secondary")
+transitCard = Card([transitHeader, shipmentsTable, transitLegend], "card", "column", "m")
+transitHeader = CardHeader("Shipments in Transit", "8 of 184 shown • Sorted by ETA • Search filters apply above")
+shipmentsTable = Table([colId, colOrigin, colDest, colETA, colStatus])
+colId = Col("Shipment ID", ["SHP-8841", "SHP-8847", "SHP-8850", "SHP-8853", "SHP-8859", "SHP-8861", "SHP-8870", "SHP-8874"])
+colOrigin = Col("Origin", ["Shanghai, CN", "Shanghai, CN", "Hamburg, DE", "Hamburg, DE", "Rotterdam, NL", "Busan, KR", "Ningbo, CN", "Singapore, SG"])
+colDest = Col("Destination", ["Long Beach, US", "Long Beach, US", "Chicago, US", "Chicago, US", "Memphis, US", "Seattle, US", "Savannah, US", "Houston, US"])
+colETA = Col("ETA", ["May 20, 14:00", "May 18, 09:30", "May 22, 11:00", "May 19, 18:45", "May 23, 08:00", "May 17, 16:20", "May 18, 22:10", "May 24, 07:30"])
+colStatus = Col("Status", ["In Transit", "Delayed - Port Congestion", "In Transit", "Delayed - Customs", "In Transit", "Delayed - Weather", "Delayed - Customs", "In Transit"])
+transitLegend = TagBlock(["In Transit: 4", "Delayed: 4", "Customs Hold: 2 of delayed", "ETA = local destination time"])
+analyticsRow = Card([carrierCard, weeklyCard], "clear", "row", "m")
+carrierCard = Card([carrierHeader, carrierChart, carrierDetail], "card", "column", "m")
+carrierHeader = CardHeader("Volume Split by Carrier", "Share of 184 in-transit shipments")
+carrierChart = PieChart(["Maersk", "MSC", "CMA CGM", "Evergreen", "Hapag-Lloyd"], [68, 49, 33, 19, 15], "donut", "circular")
+carrierDetail = TextContent("Maersk 37% • MSC 27% • CMA CGM 18% • Evergreen 10% • Hapag-Lloyd 8% • Based on TEU count", "small")
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyDetail], "card", "column", "m")
+weeklyHeader = CardHeader("Weekly Volume — Past Two Months", "Shipments dispatched per week • Mar 24 - May 17")
+weeklyChart = AreaChart(["Mar 24", "Mar 31", "Apr 7", "Apr 14", "Apr 21", "Apr 28", "May 5", "May 12"], [weeklySeries], "natural", "Week", "Shipments")
+weeklySeries = Series("Volume", [142, 156, 138, 167, 189, 174, 192, 185])
+weeklyDetail = TextContent("8-week total: 1,343 shipments • Peak: May 5 (192) • Avg 168/week • +12% vs prior 8 weeks", "small")
+flagCard = Card([flagHeader, flagForm], "card", "column", "m")
+flagHeader = CardHeader("Flag a Shipment", "Escalate for follow-up, hold, or reroute")
+flagForm = Form("flag-shipment", flagButtons, [flagShipmentField, flagReasonField, flagNoteField])
+flagShipmentField = FormControl("Select shipment to flag", flagShipmentSelect, "Choose from delayed or at-risk IDs")
+flagShipmentSelect = Select("shipment_id", [flagOpt1, flagOpt2, flagOpt3, flagOpt4, flagOpt5], "Select shipment")
+flagOpt1 = SelectItem("SHP-8847", "SHP-8847 — Shanghai → Long Beach (Delayed)")
+flagOpt2 = SelectItem("SHP-8853", "SHP-8853 — Hamburg → Chicago (Delayed - Customs)")
+flagOpt3 = SelectItem("SHP-8861", "SHP-8861 — Busan → Seattle (Delayed - Weather)")
+flagOpt4 = SelectItem("SHP-8870", "SHP-8870 — Ningbo → Savannah (Delayed - Customs)")
+flagOpt5 = SelectItem("SHP-8850", "SHP-8850 — Hamburg → Chicago (In Transit)")
+flagReasonField = FormControl("Flag reason", flagReasonRadio)
+flagReasonRadio = RadioGroup("flag_reason", [flagReason1, flagReason2, flagReason3, flagReason4])
+flagReason1 = RadioItem("At risk", "May miss delivery window", "at_risk")
+flagReason2 = RadioItem("Hold at port", "Request customs / yard hold", "hold")
+flagReason3 = RadioItem("Reroute", "Change destination or carrier", "reroute")
+flagReason4 = RadioItem("Customer alert", "Notify consignee of delay", "alert")
+flagNoteField = FormControl("Notes for ops team", flagNoteInput, "Optional context for the flag")
+flagNoteInput = TextArea("flag_notes", "e.g. Customer priority - contact carrier rep for expedite...", 3)
+flagButtons = Buttons([flagBtn, cancelFlagBtn], "row")
+flagBtn = Button("Flag Shipment", null, "primary")
+cancelFlagBtn = Button("Cancel", null, "tertiary")
+footerText = TextContent("Board covers all 9 required items: in-transit table (origin/destination/ETA/status), delayed callout, on-time %, carrier split, route search, avg cost, 8-week volume trend, flag action, and last refresh timestamp.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..d6d3530ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-freight__r4.txt
@@ -0,0 +1,76 @@
+root = Card([header, lastRefreshed, kpiRow, delayedCallout, searchCard, shipmentsCard, flagCard, chartsRow, footerNote], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Central control for in-transit operations • 18 active shipments")
+lastRefreshed = TextContent("Last refreshed: Oct 16, 2024 • 14:42 UTC • Auto-refresh every 5 minutes • Source: TMS + Carrier EDI", "small")
+kpiRow = Card([onTimeCard, avgCostCard, transitCountCard], "clear", "row", "m")
+onTimeCard = Card([onTimeHeader, onTimeProgress, onTimeDetail], "card", "column", "m")
+onTimeHeader = CardHeader("On-Time % This Month", "312 of 331 delivered on time")
+onTimeProgress = Progress(94.2, "94.2% on-time")
+onTimeDetail = TextContent("Target 95% • -0.8pp vs target • +1.4pp vs September", "small")
+avgCostCard = Card([avgCostHeader, avgCostValue, avgCostDetail], "card", "column", "m")
+avgCostHeader = CardHeader("Average Cost / Shipment", "Month to date • All modes")
+avgCostValue = TextContent("$1,247", "large-heavy")
+avgCostDetail = TextContent("↓ $38 vs Sep ($1,285) • Range $890 – $2,410 • 331 shipments", "small")
+transitCountCard = Card([transitHeader, transitValue, transitDetail], "card", "column", "m")
+transitHeader = CardHeader("Active Shipments", "Currently in transit")
+transitValue = TextContent("18 in transit", "large-heavy")
+transitDetail = TextContent("14 on schedule • 4 delayed • Next ETA: Oct 17, 16:20", "small")
+delayedCallout = Callout("warning", "4 Delayed Shipments Require Attention", "SH-8841 (Chicago → Dallas, +2.4 days, ETA Oct 19 14:30) • SH-8837 (Seattle → Denver, +1.1 days, ETA Oct 20 11:45) • SH-8829 (Houston → New Orleans, +0.8 days) • SH-8822 (Portland → San Francisco, +1.7 days). Longest delay linked to weather hold at STL hub. Flagged shipments trigger Slack #ops-escalations.")
+searchCard = Card([searchHeader, searchForm], "sunk", "column", "m")
+searchHeader = CardHeader("Search by Route", "Filter active shipments by origin, destination or corridor")
+searchForm = Form("route-search", searchButtons, [originField, destinationField, statusField])
+originField = FormControl("Origin", originInput, "City, state or hub code")
+originInput = Input("origin", "e.g. Chicago, IL or ORD")
+destinationField = FormControl("Destination", destInput, "City, state or hub code")
+destInput = Input("destination", "e.g. Dallas, TX or DFW")
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusAll, statusOnTime, statusDelayed, statusAtRisk], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusOnTime = SelectItem("on_time", "On Time")
+statusDelayed = SelectItem("delayed", "Delayed")
+statusAtRisk = SelectItem("at_risk", "At Risk")
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search Route", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+shipmentsCard = Card([shipmentsHeader, shipmentsTable, shipmentsActions], "card", "column", "m")
+shipmentsHeader = CardHeader("Shipments in Transit", "8 of 18 shown • Sorted by ETA • Use Search by Route to filter")
+shipmentsTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment ID", ["SH-8841", "SH-8840", "SH-8839", "SH-8837", "SH-8835", "SH-8832", "SH-8829", "SH-8822"])
+colOrigin = Col("Origin", ["Chicago, IL", "Los Angeles, CA", "Newark, NJ", "Seattle, WA", "Miami, FL", "Chicago, IL", "Houston, TX", "Portland, OR"])
+colDest = Col("Destination", ["Dallas, TX", "Phoenix, AZ", "Atlanta, GA", "Denver, CO", "Boston, MA", "Minneapolis, MN", "New Orleans, LA", "San Francisco, CA"])
+colEta = Col("ETA", ["Oct 19 • 14:30", "Oct 18 • 09:15", "Oct 18 • 18:00", "Oct 20 • 11:45", "Oct 19 • 08:00", "Oct 17 • 16:20", "Oct 19 • 22:10", "Oct 21 • 07:30"])
+colStatus = Col("Status", ["Delayed • +2.4d", "In Transit • On Time", "In Transit • On Time", "Delayed • +1.1d", "In Transit • On Time", "In Transit • On Time", "Delayed • +0.8d", "Delayed • +1.7d"])
+shipmentsActions = Buttons([viewAllBtn, exportBtn])
+viewAllBtn = Button("View All 18 Shipments")
+exportBtn = Button("Export CSV", null, "secondary")
+flagCard = Card([flagHeader, flagForm], "sunk", "column", "m")
+flagHeader = CardHeader("Flag a Shipment", "Escalate for coordinator review — flagged shipments appear in delayed callout")
+flagForm = Form("flag-shipment", flagButtons, [flagShipmentField, flagReasonField, flagNoteField])
+flagShipmentField = FormControl("Shipment ID", flagShipmentSelect)
+flagShipmentSelect = Select("shipment_id", [flagOpt1, flagOpt2, flagOpt3, flagOpt4, flagOpt5], "Choose shipment")
+flagOpt1 = SelectItem("SH-8841", "SH-8841 • Chicago → Dallas")
+flagOpt2 = SelectItem("SH-8840", "SH-8840 • Los Angeles → Phoenix")
+flagOpt3 = SelectItem("SH-8839", "SH-8839 • Newark → Atlanta")
+flagOpt4 = SelectItem("SH-8837", "SH-8837 • Seattle → Denver")
+flagOpt5 = SelectItem("SH-8829", "SH-8829 • Houston → New Orleans")
+flagReasonField = FormControl("Reason", flagReasonRadio)
+flagReasonRadio = RadioGroup("reason", [reasonDelay, reasonDamage, reasonCustoms, reasonOther])
+reasonDelay = RadioItem("Delay risk", "ETA at risk or missed window", "delay")
+reasonDamage = RadioItem("Damage / Exception", "Cargo issue or carrier exception", "damage")
+reasonCustoms = RadioItem("Customs / Hold", "Held at hub or border", "customs")
+reasonOther = RadioItem("Other", "Add note below", "other")
+flagNoteField = FormControl("Note (optional)", flagNoteInput)
+flagNoteInput = TextArea("note", "Describe issue for ops team...", 3)
+flagButtons = Buttons([flagBtn, cancelFlagBtn])
+flagBtn = Button("Flag Shipment", null, "primary")
+cancelFlagBtn = Button("Cancel", null, "tertiary")
+chartsRow = Card([carrierCard, weeklyCard], "clear", "row", "m")
+carrierCard = Card([carrierHeader, carrierChart, carrierNote], "card", "column", "m")
+carrierHeader = CardHeader("Volume Split by Carrier", "October • 331 shipments total")
+carrierChart = PieChart(["FedEx Freight", "UPS Supply Chain", "DHL Global", "XPO Logistics", "Regional"], [128, 86, 54, 38, 25], "donut", "circular")
+carrierNote = TextContent("FedEx 38.7% • UPS 26.0% • DHL 16.3% • XPO 11.5% • Regional 7.5%", "small")
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyNote], "card", "column", "m")
+weeklyHeader = CardHeader("Weekly Volume — Past 8 Weeks", "Shipments dispatched per week")
+weeklyChart = AreaChart(["Aug 26", "Sep 02", "Sep 09", "Sep 16", "Sep 23", "Sep 30", "Oct 07", "Oct 14"], [weeklySeries], "natural", "Week", "Shipments")
+weeklySeries = Series("Shipments", [38, 42, 45, 39, 44, 48, 41, 36])
+weeklyNote = TextContent("Peak: 48 shipments week of Sep 30 • 2-month total: 333 • Avg 41.6 / week", "small")
+footerNote = TextContent("Numbers last refreshed Oct 16, 2024 at 14:42 UTC from TMS + Carrier EDI. Next auto-refresh in 5 minutes. Flagged shipments notify #ops-escalations.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..53581674a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r1.txt
@@ -0,0 +1,85 @@
+root = Card([header, kpiRow, mainGrid, pipelineSection, lowerGrid, actionCard], "clear", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce & pipeline snapshot — May 13, 2026 · HR Lead view")
+kpiRow = Card([kpiHeadcount, kpiTime, kpiInterviews, kpiOpen], "clear", "row", "m")
+kpiHeadcount = Card([headcountLabel, headcountValue, headcountSub], "sunk", "column", "xs")
+headcountLabel = TextContent("1 — Current Headcount", "small")
+headcountValue = Heading("342", "h1")
+headcountSub = TextContent("▲ +8 vs last month · 94% of target 364", "small")
+kpiTime = Card([timeLabel, timeValue, timeSub], "sunk", "column", "xs")
+timeLabel = TextContent("4 — Avg. Time to Hire", "small")
+timeValue = Heading("38 days", "h1")
+timeSub = TextContent("▼ -4 days vs Q1 avg 42 days · Goal: 35 days", "small")
+kpiInterviews = Card([interviewsLabel, interviewsValue, interviewsSub], "sunk", "column", "xs")
+interviewsLabel = TextContent("6 — Interviews This Week", "small")
+interviewsValue = Heading("27", "h1")
+interviewsSub = TextContent("5 today · 12 tech · 10 onsite · 0 no-shows", "small")
+kpiOpen = Card([openLabel, openValue, openSub], "sunk", "column", "xs")
+openLabel = TextContent("2 — Open Roles", "small")
+openValue = Heading("18", "h1")
+openSub = TextContent("Across 7 departments · 4 high priority", "small")
+mainGrid = Card([openRolesCard, deptSplitCard], "clear", "row", "m")
+openRolesCard = Card([openRolesHeader, openRolesTable, openRolesNote], "card", "column", "m")
+openRolesHeader = CardHeader("Open Roles with Department", "18 active requisitions — sorted by priority")
+openRolesTable = Table([roleCol, deptCol, prioCol, appCol])
+roleCol = Col("Role", ["Senior Frontend Engineer", "Enterprise Account Executive", "DevOps Engineer", "Product Designer", "Content Marketing Lead", "Customer Success Manager", "Data Analyst", "HR Business Partner"])
+deptCol = Col("Department", ["Engineering", "Sales", "Engineering", "Product", "Marketing", "Customer Success", "Operations", "HR & Finance"])
+prioCol = Col("Priority", ["High", "High", "High", "Medium", "Low", "Medium", "Medium", "Medium"])
+appCol = Col("Applicants", ["31", "24", "22", "18", "9", "12", "15", "7"])
+openRolesNote = TextContent("High priority roles account for 77 applicants and are 22 days open on average.", "small")
+deptSplitCard = Card([deptSplitHeader, deptPie, deptNote], "card", "column", "m")
+deptSplitHeader = CardHeader("Headcount Split by Department", "342 employees total")
+deptPie = PieChart(["Engineering", "Sales", "Marketing", "Customer Success", "Product", "Operations", "HR & Finance"], [128, 64, 38, 42, 24, 26, 20], "donut", "circular")
+deptNote = TextContent("Engineering 37.4% is largest group. Sales + CS combined = 31% of org.", "small")
+pipelineSection = Card([pipelineHeader, pipelineChart, pipelineNote], "card", "column", "m")
+pipelineHeader = CardHeader("Candidates by Pipeline Stage", "124 active candidates in funnel")
+pipelineChart = HorizontalBarChart(["Sourced", "Screening", "Phone Interview", "Tech Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [38, 27, 31, 18, 7, 3])
+pipelineNote = TextContent("Bottleneck: Phone Interview → Tech Interview (31 → 18). Conversion to Offer is 38% this month.", "small")
+lowerGrid = Card([attritionCard, interviewsCard], "clear", "row", "m")
+attritionCard = Card([attritionHeader, attritionChart, attritionNote], "card", "column", "m")
+attritionHeader = CardHeader("Attrition — Past 6 Months", "Voluntary exits per month")
+attritionChart = AreaChart(["Dec", "Jan", "Feb", "Mar", "Apr", "May"], [attritionSeries], "natural", "Month", "Exits")
+attritionSeries = Series("Exits", [5, 7, 4, 6, 9, 4])
+attritionNote = TextContent("Peak in Apr (9 exits — 2.6%). 6-month total: 35 exits · Avg 1.7% monthly attrition.", "small")
+interviewsCard = Card([interviewsHeader, interviewsTable, interviewsNote], "card", "column", "m")
+interviewsHeader = CardHeader("Interviews Scheduled This Week", "Next 27 slots · Mon May 12 – Fri May 16")
+interviewsTable = Table([intCandidateCol, intRoleCol, intStageCol, intWhenCol, intInterviewerCol])
+intCandidateCol = Col("Candidate", ["A. Rivera", "J. Chen", "S. Patel", "M. Okafor", "L. Dubois", "K. Nguyen"])
+intRoleCol = Col("Role", ["Sr Frontend Eng", "Enterprise AE", "DevOps Engineer", "Product Designer", "Data Analyst", "CS Manager"])
+intStageCol = Col("Stage", ["Tech Interview", "Final Onsite", "Phone Screen", "Portfolio Review", "Case Study", "Team Fit"])
+intWhenCol = Col("When", ["Mon 10:00", "Mon 14:30", "Tue 11:00", "Wed 09:30", "Thu 13:00", "Fri 15:00"])
+intInterviewerCol = Col("Interviewer", ["E. Kim", "D. Brooks", "R. Singh", "A. Lopez", "T. Weber", "S. Jones"])
+interviewsNote = TextContent("5 interviews today. 3 panels need debrief notes by EOD.", "small")
+actionCard = Card([actionHeader, actionText, newRoleDialog], "sunk", "column", "m")
+actionHeader = CardHeader("8 — Open a New Role", "Create a requisition and route for approval")
+actionText = TextContent("New roles require hiring manager + finance approval. Avg approval time is 1.2 days. Requisition goes live after approval.", "small")
+newRoleDialog = DialogBlock("Open New Role", "Open a New Role", "Create a requisition — fields marked required. Routes to HR Ops.", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [fieldTitle, fieldDept, fieldManager, fieldType, fieldPriority, fieldDesc])
+fieldTitle = FormControl("Role Title", titleInput, "e.g. Senior Backend Engineer")
+titleInput = Input("title", "Enter role title")
+fieldDept = FormControl("Department", deptSelect)
+deptSelect = Select("department", [optEng, optSales, optMkt, optCS, optProd, optOps, optHR], "Select department")
+optEng = SelectItem("engineering", "Engineering")
+optSales = SelectItem("sales", "Sales")
+optMkt = SelectItem("marketing", "Marketing")
+optCS = SelectItem("cs", "Customer Success")
+optProd = SelectItem("product", "Product")
+optOps = SelectItem("operations", "Operations")
+optHR = SelectItem("hr", "HR & Finance")
+fieldManager = FormControl("Hiring Manager", managerInput)
+managerInput = Input("hiring_manager", "e.g. Priya Sharma")
+fieldType = FormControl("Employment Type", typeRadio)
+typeRadio = RadioGroup("employment_type", [typeFull, typeContract, typePart])
+typeFull = RadioItem("Full-time", "Permanent headcount", "fulltime")
+typeContract = RadioItem("Contract", "Fixed term / contractor", "contract")
+typePart = RadioItem("Part-time", "Reduced hours", "parttime")
+fieldPriority = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pHigh, pMed, pLow], "Set priority")
+pHigh = SelectItem("high", "High — backfill / critical")
+pMed = SelectItem("medium", "Medium — planned growth")
+pLow = SelectItem("low", "Low — evergreen / pipeline")
+fieldDesc = FormControl("Role Summary", descArea, "Brief scope for approvals — full JD can be attached later")
+descArea = TextArea("description", "Key responsibilities, location, salary band...", 3)
+newRoleButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create Role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..d4246ab6a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r2.txt
@@ -0,0 +1,91 @@
+root = Card([header, kpiRow, openRolesSection, analyticsRow, attritionRow, newRoleDialog], "card", "column", "l")
+header = CardHeader("Hiring Overview", "HR Lead Dashboard • August 2026 • 247 employees • 12 open roles")
+kpiRow = Card([headcountCard, timeToHireCard, interviewsKpiCard, attritionKpiCard], "clear", "row", "m", "stretch", "between", true)
+headcountCard = Card([headcountTitle, headcountValue, headcountProgress, headcountBadge], "sunk", "column", "s", "start", "start")
+headcountTitle = TextContent("Current Headcount", "small")
+headcountValue = Heading("247", "h1")
+headcountProgress = Progress(82, "82% of 300 capacity • +12 vs last quarter")
+headcountBadge = Badge("+4.9% QoQ", "success")
+timeToHireCard = Card([timeToHireTitle, timeToHireValue, timeToHireTrend, timeToHireNote], "sunk", "column", "s", "start", "start")
+timeToHireTitle = TextContent("Average Time to Hire", "small")
+timeToHireValue = Heading("38 days", "h1")
+timeToHireTrend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [timeSeries], "natural", "Month", "Days")
+timeSeries = Series("Avg Days", [42, 40, 39, 41, 36, 38])
+timeToHireNote = TextContent("↓ 4 days vs last quarter • Target: 35 days", "small")
+interviewsKpiCard = Card([interviewsKpiTitle, interviewsKpiValue, interviewsKpiList, interviewsKpiBadge], "sunk", "column", "s", "start", "start")
+interviewsKpiTitle = TextContent("Interviews This Week", "small")
+interviewsKpiValue = Heading("18 scheduled", "h1")
+interviewsKpiList = TextContent("6 today • 5 Engineering • 4 Product • 3 Sales", "small")
+interviewsKpiBadge = Badge("3 pending feedback", "secondary")
+attritionKpiCard = Card([attritionKpiTitle, attritionKpiValue, attritionKpiProgress, attritionKpiNote], "sunk", "column", "s", "start", "start")
+attritionKpiTitle = TextContent("Attrition (6 mo)", "small")
+attritionKpiValue = Heading("7.7%", "h1")
+attritionKpiProgress = Progress(77, "19 exits / 247 headcount")
+attritionKpiNote = TextContent("Lowest in Aug (0.8%) • Highest in Jun (2.0%)", "small")
+openRolesSection = Card([openRolesHeader, openRolesTable, openRolesFooter], "sunk", "column", "m")
+openRolesHeader = CardHeader("Open Roles by Department", "12 active requisitions • Avg 18 applicants per role")
+openRolesTable = Table([colRole, colDept, colLevel, colApplicants, colOpened])
+colRole = Col("Role", ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Customer Success Manager", "Sales Executive", "DevOps Engineer", "Marketing Lead", "HR Business Partner"])
+colDept = Col("Department", ["Engineering", "Product", "Data", "Customer Success", "Sales", "Engineering", "Marketing", "People"])
+colLevel = Col("Priority", ["High", "High", "Medium", "Medium", "High", "Medium", "Low", "Medium"])
+colApplicants = Col("Applicants", [42, 38, 27, 19, 31, 22, 15, 24])
+colOpened = Col("Opened", ["Jul 22", "Aug 01", "Jul 29", "Aug 05", "Jul 18", "Aug 03", "Jul 30", "Aug 08"])
+openRolesFooter = Card([openRolesSummary, newRoleDialogInline], "clear", "row", "m", "center", "between", true)
+openRolesSummary = TextContent("Engineering has 3 open roles (25% of openings) • 218 total applicants in pipeline", "small")
+newRoleDialogInline = DialogBlock("Open a New Role", "Open a New Role", "Create a new requisition. It will appear in Open Roles and notify hiring managers.", [newRoleForm], "default")
+analyticsRow = Card([pipelineCard, deptSplitCard], "clear", "row", "m", "stretch", "between", true)
+pipelineCard = Card([pipelineHeader, pipelineChart, pipelineNote], "sunk", "column", "m")
+pipelineHeader = CardHeader("Candidates by Pipeline Stage", "Active candidates: 256 • Conversion to hire: 6.3%")
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Interviews", "Offer", "Hired"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [142, 68, 34, 12, 9])
+pipelineNote = TextContent("Biggest drop-off: Applied → Screening (52% pass-through) • 12 offers extended this month", "small")
+deptSplitCard = Card([deptHeader, deptChart, deptLegend], "sunk", "column", "m")
+deptHeader = CardHeader("Headcount Split by Department", "247 employees across 7 departments")
+deptChart = PieChart(["Engineering", "Sales", "Product", "Marketing", "Customer Success", "Operations", "People"], [82, 48, 32, 28, 24, 18, 15], "donut", "circular")
+deptLegend = TextContent("Engineering 33.2% • Sales 19.4% • Product 13.0% • Marketing 11.3% • CS 9.7% • Ops 7.3% • People 6.1%", "small")
+attritionRow = Card([attritionCard, interviewsCard], "clear", "row", "m", "stretch", "between", true)
+attritionCard = Card([attritionHeader, attritionChart, attritionCallout], "sunk", "column", "m")
+attritionHeader = CardHeader("Attrition — Past 6 Months", "19 exits total • Trend improving since June")
+attritionChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Exits")
+attritionSeries = Series("Exits", [3, 2, 4, 5, 3, 2])
+attritionCallout = TextCallout("success", "Retention improving", "August attrition at 0.8% — lowest in 6 months after manager training rollout in July.")
+interviewsCard = Card([interviewsHeader, interviewsList, interviewsFooter], "sunk", "column", "m")
+interviewsHeader = CardHeader("Interviews Scheduled This Week", "18 interviews • 6 today • Next: Today 10:00 AM")
+interviewsList = ListBlock([iv1, iv2, iv3, iv4, iv5], "number")
+iv1 = ListItem("Maya Chen — Senior Backend Engineer", "Tue, Aug 19 • 10:00 AM • Panel with Alex Rivera & Priya Nair • On-site", null, "View")
+iv2 = ListItem("James Okoro — Product Designer", "Tue, Aug 19 • 1:30 PM • Portfolio review with Design Lead • Remote", null, "View")
+iv3 = ListItem("Sofia Alvarez — Sales Executive", "Wed, Aug 20 • 9:00 AM • Final round with VP Sales • On-site", null, "View")
+iv4 = ListItem("David Kim — Data Analyst", "Wed, Aug 20 • 11:00 AM • Case study with Data Team • Remote", null, "View")
+iv5 = ListItem("Aisha Patel — DevOps Engineer", "Thu, Aug 21 • 2:00 PM • Technical with CTO • On-site", null, "View")
+interviewsFooter = TextContent("Calendar synced • 3 feedback forms overdue • Average interview score: 4.2/5", "small")
+newRoleDialog = DialogBlock("Open a New Role", "Open a New Role", "Create a new requisition. Fields marked * are required.", [newRoleForm])
+newRoleForm = Form("new-role", formButtons, [fieldTitle, fieldDept, fieldManager, fieldType, fieldPriority, fieldDesc])
+fieldTitle = FormControl("Role Title *", inputTitle, "e.g. Senior Backend Engineer")
+inputTitle = Input("role_title", "Enter role title", "text")
+fieldDept = FormControl("Department *", selectDept)
+selectDept = Select("department", [deptEng, deptProd, deptData, deptSales, deptMkt, deptCS, deptOps, deptPeople], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product")
+deptData = SelectItem("data", "Data")
+deptSales = SelectItem("sales", "Sales")
+deptMkt = SelectItem("marketing", "Marketing")
+deptCS = SelectItem("cs", "Customer Success")
+deptOps = SelectItem("ops", "Operations")
+deptPeople = SelectItem("people", "People")
+fieldManager = FormControl("Hiring Manager *", inputManager)
+inputManager = Input("hiring_manager", "e.g. Alex Rivera")
+fieldType = FormControl("Employment Type", selectType)
+selectType = Select("employment_type", [typeFull, typeContract, typePart], "Select type")
+typeFull = SelectItem("fulltime", "Full-time")
+typeContract = SelectItem("contract", "Contract")
+typePart = SelectItem("parttime", "Part-time")
+fieldPriority = FormControl("Priority", radioPriority)
+radioPriority = RadioGroup("priority", [pHigh, pMed, pLow], "med")
+pHigh = RadioItem("High", "Fill within 30 days", "high")
+pMed = RadioItem("Medium", "Fill within 60 days", "med")
+pLow = RadioItem("Low", "Backfill / evergreen", "low")
+fieldDesc = FormControl("Role Description", inputDesc, "Brief summary shown to candidates")
+inputDesc = TextArea("description", "Describe responsibilities and requirements...", 3)
+formButtons = Buttons([btnCreate, btnCancel])
+btnCreate = Button("Create Role", null, "primary")
+btnCancel = Button("Cancel", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..8845c4f1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r3.txt
@@ -0,0 +1,93 @@
+root = Card([header, kpiRow, actionBar, openRolesCard, middleRow, bottomRow, footerNote], "clear", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce & talent acquisition — live snapshot for August 18, 2026")
+kpiRow = Card([kpiHeadcountCard, kpiTimeToHireCard, kpiOpenRolesCard, kpiAttritionKpiCard], "clear", "row", "m", "stretch", "between", true)
+kpiHeadcountCard = Card([kpiHeadcountLabel, kpiHeadcountValue, kpiHeadcountSub, kpiHeadcountBadge], "card", "column", "xs")
+kpiHeadcountLabel = TextContent("1 — Current Headcount", "small")
+kpiHeadcountValue = TextContent("247", "large-heavy")
+kpiHeadcountSub = TextContent("Active employees across 6 departments", "small")
+kpiHeadcountBadge = Badge("↑ +8 vs last quarter", "success")
+kpiTimeToHireCard = Card([kpiTimeLabel, kpiTimeValue, kpiTimeSub, kpiTimeBadge], "card", "column", "xs")
+kpiTimeLabel = TextContent("4 — Average Time to Hire", "small")
+kpiTimeValue = TextContent("32 days", "large-heavy")
+kpiTimeSub = TextContent("Offer accepted → start date • -4 days vs Q1", "small")
+kpiTimeBadge = Badge("On target <35d", "secondary")
+kpiOpenRolesCard = Card([kpiOpenLabel, kpiOpenValue, kpiOpenSub, kpiOpenBadge], "card", "column", "xs")
+kpiOpenLabel = TextContent("2 — Open Roles", "small")
+kpiOpenValue = TextContent("7 roles", "large-heavy")
+kpiOpenSub = TextContent("3 Engineering • 2 Sales & GTM • 2 Ops/HR", "small")
+kpiOpenBadge = Badge("2 high priority", "destructive")
+kpiAttritionKpiCard = Card([kpiAttrLabel, kpiAttrValue, kpiAttrSub, kpiAttrBadge], "card", "column", "xs")
+kpiAttrLabel = TextContent("7 — Attrition (6 months)", "small")
+kpiAttrValue = TextContent("9.3%", "large-heavy")
+kpiAttrSub = TextContent("23 departures • 1.2% monthly avg", "small")
+kpiAttrBadge = Badge("Stable", "secondary")
+actionBar = Card([actionText, actionButtons], "sunk", "row", "m", "center", "between", true)
+actionText = TextContent("Need to fill a gap? Create a requisition and it routes to Finance & Hiring Manager for approval.", "small")
+actionButtons = Buttons([newRoleDialog, viewWorkforceBtn])
+newRoleDialog = DialogBlock("＋ Open New Role", "Open a New Role", "Create a requisition — appears in Open Roles once approved.", [newRoleForm], "default")
+viewWorkforceBtn = Button("View Workforce Plan", null, "secondary")
+newRoleForm = Form("new-role", newRoleFormButtons, [fieldTitle, fieldDept, fieldType, fieldLocation, fieldManager, fieldPriority, fieldDesc])
+fieldTitle = FormControl("Role Title", titleInput, "e.g. Senior Frontend Engineer")
+titleInput = Input("role_title", "Enter role title", "text")
+fieldDept = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptSales, deptMkt, deptOps, deptProd, deptHr], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptSales = SelectItem("sales", "Sales")
+deptMkt = SelectItem("marketing", "Marketing")
+deptOps = SelectItem("operations", "Operations")
+deptProd = SelectItem("product", "Product")
+deptHr = SelectItem("hr_finance", "HR & Finance")
+fieldType = FormControl("Employment Type", typeSelect)
+typeSelect = Select("employment_type", [typeFull, typeContract], "Select type")
+typeFull = SelectItem("full_time", "Full-time")
+typeContract = SelectItem("contract", "Contract")
+fieldLocation = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. Remote / Berlin / New York", "text")
+fieldManager = FormControl("Hiring Manager", managerInput)
+managerInput = Input("hiring_manager", "e.g. Sarah Chen", "text")
+fieldPriority = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [priorityHigh, priorityMed, priorityLow], "Select priority")
+priorityHigh = SelectItem("high", "High — backfill / critical")
+priorityMed = SelectItem("medium", "Medium")
+priorityLow = SelectItem("low", "Low — evergreen")
+fieldDesc = FormControl("Role Summary", descInput, "Brief context for approvers")
+descInput = TextArea("description", "Key responsibilities and urgency...", 3)
+newRoleFormButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create Role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+openRolesCard = Card([openRolesHeader, openRolesTable, openRolesFooter], "card", "column", "m")
+openRolesHeader = CardHeader("Open Roles by Department", "7 active requisitions — sorted by priority")
+openRolesTable = Table([colRole, colDept, colApplicants, colHiringStage, colPriority])
+colRole = Col("Role", ["Senior Frontend Engineer", "DevOps Engineer", "Enterprise Account Executive", "Product Marketing Manager", "Data Analyst", "Operations Coordinator", "HR Business Partner"])
+colDept = Col("Department", ["Engineering", "Engineering", "Sales", "Marketing", "Product", "Operations", "HR & Finance"])
+colApplicants = Col("Applicants", ["42", "28", "35", "19", "31", "14", "22"])
+colHiringStage = Col("Stage", ["Interview", "Screening", "Offer", "Sourced", "Interview", "Screening", "Screening"])
+colPriority = Col("Priority", ["High", "High", "Medium", "Medium", "Medium", "Low", "Low"])
+openRolesFooter = TextCallout("neutral", "Hiring focus", "Engineering holds 2 high-priority backfills. Enterprise AE is at offer stage — decision due Aug 20.")
+middleRow = Card([pipelineCard, deptSplitCard], "clear", "row", "m", "stretch", "between", true)
+pipelineCard = Card([pipelineHeader, pipelineChart, pipelineNote], "card", "column", "m")
+pipelineHeader = CardHeader("Candidates by Pipeline Stage", "Active pipeline — 323 candidates total")
+pipelineChart = BarChart(["Sourced", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [142, 86, 54, 21, 14])
+pipelineNote = TextContent("Conversion: 38% Sourced → Screening • 26% Offer → Hired. Bottleneck at Interview → Offer.", "small")
+deptSplitCard = Card([deptHeader, deptChart, deptNote], "card", "column", "m")
+deptHeader = CardHeader("Headcount Split by Department", "247 employees — distribution")
+deptChart = PieChart(["Engineering", "Sales", "Marketing", "Operations", "Product", "HR & Finance"], [92, 48, 32, 38, 22, 15], "donut", "circular")
+deptNote = TextContent("Engineering 37% • Sales 19% • Operations 15% • Marketing 13% • Product 9% • HR & Finance 6%", "small")
+bottomRow = Card([interviewsCard, attritionCard], "clear", "row", "m", "stretch", "between", true)
+interviewsCard = Card([interviewsHeader, interviewsTable, interviewsFooter], "card", "column", "m")
+interviewsHeader = CardHeader("Interviews Scheduled This Week", "Aug 18–22 • 8 interviews across 5 roles")
+interviewsTable = Table([colDay, colCandidate, colInterviewRole, colInterviewer, colTime, colInterviewType])
+colDay = Col("Day", ["Mon", "Mon", "Tue", "Tue", "Wed", "Thu", "Thu", "Fri"])
+colCandidate = Col("Candidate", ["A. Müller", "J. Park", "S. Okafor", "L. García", "M. Thompson", "R. Singh", "K. Weber", "D. Johnson"])
+colInterviewRole = Col("Role", ["Senior Frontend Eng.", "DevOps Engineer", "Enterprise AE", "Data Analyst", "Senior Frontend Eng.", "Product Mktg Mgr", "HR Business Partner", "Data Analyst"])
+colInterviewer = Col("Interviewer", ["S. Chen / Tech Panel", "M. Rossi", "P. Alvarez", "N. Patel", "S. Chen", "J. Lee", "H. Kim", "N. Patel / Case"])
+colTime = Col("Time", ["10:00 AM", "2:30 PM", "11:00 AM", "9:30 AM", "1:00 PM", "3:00 PM", "10:30 AM", "11:30 AM"])
+colInterviewType = Col("Stage", ["Onsite", "Screen", "Final", "Technical", "Onsite", "Hiring Mgr", "Screen", "Final"])
+interviewsFooter = TextContent("Today: 2 interviews • Tomorrow: 2 • Heaviest day: Thursday", "small")
+attritionCard = Card([attritionHeader, attritionChart, attritionNote], "card", "column", "m")
+attritionHeader = CardHeader("Attrition — Past 6 Months", "Voluntary departures per month")
+attritionChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [3, 2, 5, 4, 6, 3])
+attritionNote = TextContent("Peak in July (6) driven by Sales (3) and Operations (2). Aug to-date: 3 — trending down. 6-mo total: 23.", "small")
+footerNote = TextContent("Source: HRIS (Workday) + ATS (Greenhouse) • Updated daily at 08:00 UTC • Next hiring committee: Fri, Aug 22, 2:00 PM", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..c321a1a5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-hr__r4.txt
@@ -0,0 +1,84 @@
+root = Card([header, kpiRow, openRolesCard, middleRow, bottomRow, newRoleCard], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce, pipeline & requisitions — updated Aug 18, 2026")
+kpiRow = Card([kpiHeadcountCard, kpiTimeCard, kpiInterviewCard, kpiOpenCard], "clear", "row", "m")
+kpiHeadcountCard = Card([kpiHeadcountTitle, kpiHeadcountValue, kpiHeadcountSub], "sunk", "column", "xs")
+kpiHeadcountTitle = TextContent("Current Headcount", "small")
+kpiHeadcountValue = Heading("248", "h1")
+kpiHeadcountSub = Badge("+12 this quarter • 94% retention", "success")
+kpiTimeCard = Card([kpiTimeTitle, kpiTimeValue, kpiTimeSub], "sunk", "column", "xs")
+kpiTimeTitle = TextContent("Average Time to Hire", "small")
+kpiTimeValue = Heading("34 days", "h1")
+kpiTimeSub = Badge("-3 days vs last month", "secondary")
+kpiInterviewCard = Card([kpiInterviewTitle, kpiInterviewValue, kpiInterviewSub], "sunk", "column", "xs")
+kpiInterviewTitle = TextContent("Interviews This Week", "small")
+kpiInterviewValue = Heading("22", "h1")
+kpiInterviewSub = Badge("6 today • 8 tomorrow", "outline")
+kpiOpenCard = Card([kpiOpenTitle, kpiOpenValue, kpiOpenSub], "sunk", "column", "xs")
+kpiOpenTitle = TextContent("Open Roles", "small")
+kpiOpenValue = Heading("18", "h1")
+kpiOpenSub = Badge("5 high priority", "destructive")
+openRolesCard = Card([openRolesHeader, openRolesTable], "sunk", "column", "m")
+openRolesHeader = CardHeader("Open Roles by Department", "18 active requisitions — sorted by priority")
+openRolesTable = Table([colRole, colDept, colLocation, colPriority, colApplicants])
+colRole = Col("Role", ["Senior Backend Engineer", "Product Designer", "Enterprise AE", "Customer Success Manager", "Marketing Lead", "Data Analyst", "DevOps Engineer", "HR Business Partner"])
+colDept = Col("Department", ["Engineering", "Product", "Sales", "Customer Success", "Marketing", "Product", "Engineering", "HR"])
+colLocation = Col("Location", ["Remote", "NYC • Hybrid", "SF • On-site", "Austin • Remote", "Remote", "London • Hybrid", "Remote", "NYC • Hybrid"])
+colPriority = Col("Priority", ["High", "High", "Medium", "Medium", "Low", "Medium", "High", "Low"])
+colApplicants = Col("Applicants", [62, 47, 38, 29, 21, 34, 41, 18])
+middleRow = Card([pipelineCard, deptCard], "clear", "row", "l")
+pipelineCard = Card([pipelineHeader, pipelineChart, pipelineCaption], "sunk", "column", "m")
+pipelineHeader = CardHeader("Candidates by Pipeline Stage", "Active pipeline: 593 candidates")
+pipelineChart = BarChart(["Applied", "Screening", "Interview", "Assessment", "Offer", "Hired"], [pipelineSeries], "stacked", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [342, 128, 64, 38, 12, 9])
+pipelineCaption = TextContent("Largest drop-off between Applied → Screening (62% filtered). Offer acceptance rate 75% (9/12).", "small")
+deptCard = Card([deptHeader, deptChart, deptCaption], "sunk", "column", "m")
+deptHeader = CardHeader("Headcount Split by Department", "248 employees across 7 departments")
+deptChart = PieChart(["Engineering", "Sales", "Product", "Marketing", "Customer Success", "Operations", "HR"], [92, 54, 28, 24, 22, 18, 10], "donut", "circular")
+deptCaption = TextContent("Engineering 37% • Sales 22% • Product 11% — Engineering + Product = 48% of workforce.", "small")
+bottomRow = Card([interviewsCard, attritionCard], "clear", "row", "l")
+interviewsCard = Card([interviewsHeader, interviewsList], "sunk", "column", "m")
+interviewsHeader = CardHeader("Interviews Scheduled This Week", "22 total — next 5 upcoming")
+interviewsList = ListBlock([interview1, interview2, interview3, interview4, interview5])
+interview1 = ListItem("Maya Chen — Sr. Backend Engineer", "Tue, Aug 19 • 10:00 AM • Panel with Alex Rivera & Priya Nair", null, "View")
+interview2 = ListItem("James Park — Product Designer", "Tue, Aug 19 • 2:30 PM • Portfolio review with Sarah Kim", null, "View")
+interview3 = ListItem("Priya Desai — Enterprise AE", "Wed, Aug 20 • 9:00 AM • Hiring manager: David Cole", null, "View")
+interview4 = ListItem("Omar Hassan — Data Analyst", "Thu, Aug 21 • 11:00 AM • Case study with Lisa Zhang", null, "View")
+interview5 = ListItem("Sofia Rossi — DevOps Engineer", "Fri, Aug 22 • 1:00 PM • Tech screen with Mark Thompson", null, "View")
+attritionCard = Card([attritionHeader, attritionChart, attritionCaption], "sunk", "column", "m")
+attritionHeader = CardHeader("Attrition — Past 6 Months", "Monthly voluntary exits • Avg 3.9 / month")
+attritionChart = AreaChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Exits")
+attritionSeries = Series("Exits", [3, 5, 2, 4, 6, 4])
+attritionCaption = TextContent("Peak in July (6 exits — 2 Eng, 2 Sales). 6-month total: 24 • Rate: 1.6% monthly.", "small")
+newRoleCard = Card([newRoleHeader, newRoleCallout, newRoleDialog], "clear", "column", "m")
+newRoleHeader = CardHeader("Need to hire?", "Open a new requisition in under a minute")
+newRoleCallout = Alert("Hiring freeze lifted for Engineering & Product", "You can now open new roles in those departments. Finance approval auto-routed.", "info")
+newRoleDialog = DialogBlock("Open New Role", "Open a New Role", "Create a requisition — it will be routed for approval and posted to careers", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [fieldTitle, fieldDept, fieldType, fieldLocation, fieldPriority, fieldDesc])
+fieldTitle = FormControl("Role Title", inputTitle, "e.g. Senior Backend Engineer")
+inputTitle = Input("role_title", "Enter role title", "text")
+fieldDept = FormControl("Department", selectDept)
+selectDept = Select("department", [deptEng, deptProd, deptSales, deptMkt, deptCS, deptOps, deptHR], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product")
+deptSales = SelectItem("sales", "Sales")
+deptMkt = SelectItem("marketing", "Marketing")
+deptCS = SelectItem("cs", "Customer Success")
+deptOps = SelectItem("ops", "Operations")
+deptHR = SelectItem("hr", "HR")
+fieldType = FormControl("Employment Type", selectType)
+selectType = Select("employment_type", [typeFull, typeContract, typePart], "Select type")
+typeFull = SelectItem("full_time", "Full-time")
+typeContract = SelectItem("contract", "Contract")
+typePart = SelectItem("part_time", "Part-time")
+fieldLocation = FormControl("Location", inputLocation)
+inputLocation = Input("location", "e.g. Remote, NYC Hybrid, London", "text")
+fieldPriority = FormControl("Priority", selectPriority)
+selectPriority = Select("priority", [priHigh, priMed, priLow], "Select priority")
+priHigh = SelectItem("high", "High — backfill / critical")
+priMed = SelectItem("medium", "Medium — planned growth")
+priLow = SelectItem("low", "Low — evergreen")
+fieldDesc = FormControl("Role Description", inputDesc, "Brief summary for approval")
+inputDesc = TextArea("description", "Key responsibilities and must-have skills...", 3)
+newRoleButtons = Buttons([newRoleSubmit, newRoleCancel], "row")
+newRoleSubmit = Button("Create Role", null, "primary")
+newRoleCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..8b210eb34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r1.txt
@@ -0,0 +1,96 @@
+root = Card([header, filterBar, kpiRow, engagementCard, coursesCard, riskCard, messageCard], "clear", "column", "l")
+header = CardHeader("Training Platform Analytics", "Week of Aug 11 — Aug 18, 2026 • All cohorts • Auto-refresh every 15 min")
+filterBar = Card([filterForm, filterMeta], "sunk", "row", "m", "center", "between")
+filterForm = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to one cohort", cohortSelect, "Filter all KPIs, charts and risk list below")
+cohortSelect = Select("cohort", [optAll, optQ3, optQ2, optOnboard, optLeadership], "All cohorts", null, "all")
+optAll = SelectItem("all", "All cohorts (1,847 learners)")
+optQ3 = SelectItem("q3-2026", "Q3 2026 Intake — 542 learners")
+optQ2 = SelectItem("q2-2026", "Q2 2026 Intake — 481 learners")
+optOnboard = SelectItem("onboarding", "Onboarding Sprint — 312 learners")
+optLeadership = SelectItem("leadership", "Leadership Track — 198 learners")
+filterButtons = Buttons([filterBtn, resetBtn])
+filterBtn = Button("Apply filter", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+filterMeta = TextContent("Showing: All cohorts • 6 courses • Next sync in 3h", "small")
+kpiRow = Card([kpiActive, kpiCompletion, kpiQuiz], "clear", "row", "m", "stretch", "between")
+kpiActive = Card([activeHeader, activeValueRow, activeProgress, activeFooter], "card", "column", "s")
+activeHeader = CardHeader("Active learners this week", "Unique learners with ≥1 session")
+activeValueRow = Card([activeValue, activeBadge], "clear", "row", "s", "center", "start")
+activeValue = TextContent("1,847", "large-heavy")
+activeBadge = Badge("+12.4% vs last week", "success")
+activeProgress = Progress(78, "78% of enrolled active")
+activeFooter = TextContent("Peak day: Tuesday • 642 concurrent", "small")
+kpiCompletion = Card([compHeader, compValueRow, compProgress, compFooter], "card", "column", "s")
+compHeader = CardHeader("Course completion rate", "Across all active courses")
+compValueRow = Card([compValue, compBadge], "clear", "row", "s", "center", "start")
+compValue = TextContent("68.3%", "large-heavy")
+compBadge = Badge("+3.1 pp", "success")
+compProgress = Progress(68.3, "68.3% completed")
+compFooter = TextContent("Target: 75% • 412 learners 1 module from finishing", "small")
+kpiQuiz = Card([quizHeader, quizValueRow, quizProgress, quizFooter], "card", "column", "s")
+quizHeader = CardHeader("Average quiz score", "Last attempt per learner")
+quizValueRow = Card([quizValue, quizBadge], "clear", "row", "s", "center", "start")
+quizValue = TextContent("82.4%", "large-heavy")
+quizBadge = Badge("-0.8% vs last week", "secondary")
+quizProgress = Progress(82.4, "82.4% average")
+quizFooter = TextContent("Median: 85% • Pass rate (≥70%): 91.2%", "small")
+engagementCard = Card([engHeader, engChart, engCallout], "card", "column", "m")
+engHeader = CardHeader("Engagement — past 8 weeks", "Weekly active learners + avg. minutes per learner")
+engChart = AreaChart(["W1 Jun 23", "W2 Jun 30", "W3 Jul 7", "W4 Jul 14", "W5 Jul 21", "W6 Jul 28", "W7 Aug 4", "W8 Aug 11"], [engActiveSeries, engMinutesSeries], "natural", "Week", "Value")
+engActiveSeries = Series("Active learners", [1240, 1385, 1420, 1510, 1488, 1620, 1715, 1847])
+engMinutesSeries = Series("Avg minutes / learner", [42, 45, 48, 46, 51, 53, 55, 58])
+engCallout = TextCallout("info", "Trend insight", "Engagement up 49% over 8 weeks. Biggest jump in W6 after orientation. Minutes per learner rising steadily.")
+coursesCard = Card([coursesHeader, coursesChart, coursesTable], "card", "column", "m")
+coursesHeader = CardHeader("Courses ranked by enrollment", "Top 6 by active enrollments — highest demand first")
+coursesChart = HorizontalBarChart(["Advanced Data Analytics", "Product Management 101", "UX Research Fundamentals", "Python for Automation", "Leadership Essentials", "Cloud Architecture"], [enrollmentSeries], "grouped", "Enrollments", "Course")
+enrollmentSeries = Series("Enrolled learners", [684, 612, 548, 421, 389, 312])
+coursesTable = Table([courseCol, enrollCol, completionCol, scoreCol])
+courseCol = Col("Course", ["Advanced Data Analytics", "Product Management 101", "UX Research Fundamentals", "Python for Automation", "Leadership Essentials", "Cloud Architecture"])
+enrollCol = Col("Enrolled", ["684", "612", "548", "421", "389", "312"])
+completionCol = Col("Completion", ["71%", "64%", "78%", "59%", "82%", "66%"])
+scoreCol = Col("Avg quiz", ["84%", "81%", "88%", "79%", "86%", "80%"])
+riskCard = Card([riskHeader, riskAlert, riskTable, riskActions], "card", "column", "m")
+riskHeader = CardHeader("Learners at risk of dropping out", "No activity ≥10 days or 2 failed quizzes • 24 flagged • Sorted by risk")
+riskAlert = Alert("Intervention needed", "8 learners inactive 14+ days. 6 learners failed last 2 quizzes. Risk model updated hourly.", "warning")
+riskTable = Table([riskNameCol, riskCohortCol, riskLastCol, riskSignalCol, riskScoreCol])
+riskNameCol = Col("Learner", ["Ava Mitchell", "James Carter", "Sofia Reyes", "Liam Okafor", "Priya Nair", "Ethan Brooks", "Maya Chen", "Noah Williams"])
+riskCohortCol = Col("Cohort", ["Q3 2026", "Onboarding", "Q2 2026", "Leadership", "Q3 2026", "Q2 2026", "Onboarding", "Q3 2026"])
+riskLastCol = Col("Last active", ["18 days ago", "15 days ago", "12 days ago", "14 days ago", "11 days ago", "19 days ago", "10 days ago", "13 days ago"])
+riskSignalCol = Col("Risk signal", ["No login 18d", "Quiz 42%, 51%", "Missed 3 deadlines", "No login 14d", "Quiz 58%", "No activity 19d", "Score drop -22%", "2 incomplete modules"])
+riskScoreCol = Col("Risk", ["High", "High", "Medium", "High", "Medium", "Critical", "Medium", "High"])
+riskActions = Buttons([messageAtRiskBtn, exportRiskBtn, viewAllBtn])
+messageAtRiskBtn = Button("Message at-risk learners", null, "primary")
+exportRiskBtn = Button("Export list", null, "secondary")
+viewAllBtn = Button("View all 24", null, "tertiary")
+messageCard = Card([messageHeader, messageIntro, messageForm, messageDialogRow], "card", "column", "m")
+messageHeader = CardHeader("Message a cohort", "Send in-app + email in one action. Respects quiet hours.")
+messageIntro = TextContent("Choose a cohort or the at-risk segment, pick a template, and send. Filtering above will pre-select the cohort here.", "small")
+messageForm = Form("message-cohort", messageButtons, [msgCohortField, msgTemplateField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Recipient cohort", msgCohortSelect, "Who will receive this")
+msgCohortSelect = Select("msg_cohort", [msgOptQ3, msgOptQ2, msgOptOnboard, msgOptLeadership, msgOptRisk], "Select cohort", null, "q3-2026")
+msgOptQ3 = SelectItem("q3-2026", "Q3 2026 Intake (542)")
+msgOptQ2 = SelectItem("q2-2026", "Q2 2026 Intake (481)")
+msgOptOnboard = SelectItem("onboarding", "Onboarding Sprint (312)")
+msgOptLeadership = SelectItem("leadership", "Leadership Track (198)")
+msgOptRisk = SelectItem("at-risk", "At-risk learners across cohorts (24)")
+msgTemplateField = FormControl("Template", msgTemplateSelect)
+msgTemplateSelect = Select("template", [tplNudge, tplAnnounce, tplCheckin], "Nudge: re-engage", null, "nudge")
+tplNudge = SelectItem("nudge", "Nudge: re-engage inactive")
+tplAnnounce = SelectItem("announce", "Announcement: new content")
+tplCheckin = SelectItem("checkin", "Check-in: offer help")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "We miss you — pick up where you left off", "text", null, "We miss you — pick up where you left off")
+msgBodyField = FormControl("Message", msgBodyArea, "Supports {{firstName}} and {{course}}. Unsubscribe footer added automatically.")
+msgBodyArea = TextArea("message", "Hi {{firstName}}, noticed you haven't logged in for a while. Your progress in {{course}} is saved — need help with the next module? Reply here and a mentor will reach out within 24h.", 4, null, "Hi {{firstName}}, noticed you haven't logged in for a while. Your progress in {{course}} is saved — need help with the next module? Reply here and a mentor will reach out within 24h.")
+messageButtons = Buttons([sendMsgBtn, previewMsgBtn])
+sendMsgBtn = Button("Send to cohort", null, "primary")
+previewMsgBtn = Button("Preview", null, "secondary")
+messageDialogRow = Card([messageDialog, drawerHelp], "clear", "row", "s", "center", "start")
+messageDialog = DialogBlock("Advanced send options", "Schedule & channels", "Choose delivery time and channels. Messages sent now go to in-app + email.", [dialogContent], "secondary")
+dialogContent = TextContent("Schedule for: Tomorrow 9am local time • Channels: In-app + Email • From: Learning Ops <ops@training.co> • Reply-to: mentors • Throttle: 100 / hour", "small")
+drawerHelp = DrawerBlock("View message history", "Recent cohort messages", "Last 5 messages and delivery stats.", [historyList])
+historyList = ListBlock([hist1, hist2, hist3], "number")
+hist1 = ListItem("Q3 2026 — Module 3 reminder", "Sent Aug 14 • 542 recipients • 68% open • 12% click", null, "View")
+hist2 = ListItem("Onboarding — Welcome week 2", "Sent Aug 10 • 312 recipients • 74% open", null, "View")
+hist3 = ListItem("At-risk — Check-in", "Sent Aug 7 • 24 recipients • 42% replied", null, "View")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..4c2e6b9c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r2.txt
@@ -0,0 +1,88 @@
+root = Card([header, filterCard, kpiRow, engagementCard, splitRow, messageCard], "clear", "column", "l", "stretch", "start", false)
+header = CardHeader("Training Platform Analytics", "Week of Aug 11–18, 2026 · 5,642 total learners · Data refreshes hourly")
+filterCard = Card([filterHeader, cohortFilterForm], "card", "column", "m", "stretch", "start", false)
+filterHeader = CardHeader("Narrow to One Cohort", "Filter every metric below to a single cohort — active learners, completion, quiz scores, and charts update together")
+cohortFilterForm = Form("cohort-filter", filterButtons, [cohortField, dateField])
+cohortField = FormControl("Cohort", cohortSelect)
+cohortSelect = Select("cohort", [cohortAll, cohortDS, cohortPM, cohortUX, cohortDataEng], "All cohorts", null, "all", "medium")
+cohortAll = SelectItem("all", "All Cohorts (5,642 learners)")
+cohortDS = SelectItem("ds-2026-q3", "Data Science Q3 2026 — 342 learners")
+cohortPM = SelectItem("pm-2026-q3", "Product Management Q3 2026 — 298 learners")
+cohortUX = SelectItem("ux-2026-q3", "UX Design Q3 2026 — 215 learners")
+cohortDataEng = SelectItem("de-2026-q3", "Data Engineering Q3 2026 — 187 learners")
+dateField = FormControl("Time Range", dateSelect)
+dateSelect = Select("range", [range8w, range4w, range12w], null, null, "8w", "medium")
+range8w = SelectItem("8w", "Past 8 weeks")
+range4w = SelectItem("4w", "Past 4 weeks")
+range12w = SelectItem("12w", "Past 12 weeks")
+filterButtons = Buttons([applyFilterBtn, resetBtn], "row")
+applyFilterBtn = Button("Apply Filter", null, "primary", "normal", "medium")
+resetBtn = Button("Reset", null, "tertiary", "normal", "medium")
+kpiRow = Card([kpiActive, kpiCompletion, kpiQuiz], "clear", "row", "m", "stretch", "between", true)
+kpiActive = Card([kpiActiveTitle, kpiActiveValue, kpiActiveDetail, kpiActiveBadge], "card", "column", "s", "start", "start", false)
+kpiActiveTitle = TextContent("Active Learners This Week", "small")
+kpiActiveValue = Heading("3,847", "h1")
+kpiActiveDetail = TextContent("68.2% of total learners · ↑ 12.4% vs last week (3,422)", "small")
+kpiActiveBadge = Badge("▲ Trending up", "success")
+kpiCompletion = Card([kpiCompletionTitle, kpiCompletionValue, kpiCompletionBar, kpiCompletionDetail], "card", "column", "s", "start", "start", false)
+kpiCompletionTitle = TextContent("Course Completion Rate", "small")
+kpiCompletionValue = Heading("67.3%", "h1")
+kpiCompletionBar = Progress(67.3, "67.3% completed")
+kpiCompletionDetail = TextContent("1,892 of 2,811 started courses completed · +3.1 pts vs last month", "small")
+kpiQuiz = Card([kpiQuizTitle, kpiQuizValue, kpiQuizDetail, kpiQuizBadge], "card", "column", "s", "start", "start", false)
+kpiQuizTitle = TextContent("Average Quiz Score", "small")
+kpiQuizValue = Heading("78.4%", "h1")
+kpiQuizDetail = TextContent("Across 9,421 attempts · Median 81% · Pass rate 84%", "small")
+kpiQuizBadge = Badge("Stable · -0.6% vs last week", "secondary")
+engagementCard = Card([engagementHeader, engagementChart, engagementStats], "card", "column", "m", "stretch", "start", false)
+engagementHeader = CardHeader("Engagement Across the Past 8 Weeks", "Active learners and average session time — filtered by cohort above")
+engagementChart = AreaChart(["W1 · Jun 23", "W2 · Jun 30", "W3 · Jul 7", "W4 · Jul 14", "W5 · Jul 21", "W6 · Jul 28", "W7 · Aug 4", "W8 · Aug 11"], [engagementActive, engagementMinutes], "natural", "Week", "Learners / Minutes")
+engagementActive = Series("Active Learners", [2840, 3012, 3155, 2988, 3320, 3455, 3610, 3847])
+engagementMinutes = Series("Avg. Minutes / Learner", [42, 45, 48, 44, 51, 53, 55, 58])
+engagementStats = Table([statMetricCol, statValueCol])
+statMetricCol = Col("Metric (8-week avg)", ["Avg. Active Learners", "Avg. Session Time", "Lessons Completed / Week"])
+statValueCol = Col("Value", ["3,278", "49.5 min", "12,840"])
+splitRow = Card([coursesCard, riskCard], "clear", "row", "l", "stretch", "between", true)
+coursesCard = Card([coursesHeader, coursesChart, coursesTable], "card", "column", "m", "stretch", "start", false)
+coursesHeader = CardHeader("Courses Ranked by Enrollment", "Top 7 courses by current enrollments — highest demand first")
+coursesChart = HorizontalBarChart(["Advanced SQL & Warehousing", "Python for Data Analysis", "Product Strategy Fundamentals", "UX Research Methods", "Machine Learning Basics", "Agile Leadership", "Data Visualization"], [enrollmentSeries], "grouped", "Enrollments", "Course")
+enrollmentSeries = Series("Enrollments", [842, 789, 654, 521, 498, 412, 385])
+coursesTable = Table([courseNameCol, enrollmentCol, completionCol])
+courseNameCol = Col("Course", ["Advanced SQL & Warehousing", "Python for Data Analysis", "Product Strategy Fundamentals", "UX Research Methods", "Machine Learning Basics", "Agile Leadership", "Data Visualization"])
+enrollmentCol = Col("Enrolled", ["842", "789", "654", "521", "498", "412", "385"])
+completionCol = Col("Completion", ["71%", "68%", "74%", "62%", "59%", "66%", "64%"])
+riskCard = Card([riskHeader, riskCallout, riskTable, riskActions], "card", "column", "m", "stretch", "start", false)
+riskHeader = CardHeader("Learners At Risk of Dropping Out", "Flagged by inactivity >7 days, progress <40%, or quiz avg <60%")
+riskCallout = Callout("warning", "18 learners flagged — 5 critical, 13 watch", "Auto-flagged 2 hours ago · Risk model v2.4")
+riskTable = Table([riskLearnerCol, riskCohortCol, riskCourseCol, riskLastActiveCol, riskProgressCol, riskScoreCol])
+riskLearnerCol = Col("Learner", ["Alex Rivera", "Priya Nair", "Jordan Kim", "Samir Patel", "Maya Chen", "Chris Okafor"])
+riskCohortCol = Col("Cohort", ["DS Q3 2026", "PM Q3 2026", "UX Q3 2026", "DE Q3 2026", "DS Q3 2026", "PM Q3 2026"])
+riskCourseCol = Col("Current Course", ["Machine Learning Basics", "Product Strategy", "UX Research Methods", "Advanced SQL", "Python for Data Analysis", "Agile Leadership"])
+riskLastActiveCol = Col("Last Active", ["11 days ago", "9 days ago", "8 days ago", "14 days ago", "7 days ago", "10 days ago"])
+riskProgressCol = Col("Progress", ["22%", "35%", "18%", "41%", "29%", "33%"])
+riskScoreCol = Col("Risk", ["Critical", "Critical", "Watch", "Critical", "Watch", "Watch"])
+riskActions = Buttons([messageAtRiskBtn, exportRiskBtn], "row")
+messageAtRiskBtn = Button("Message At-Risk Learners", null, "primary", "normal", "medium")
+exportRiskBtn = Button("Export CSV", null, "secondary", "normal", "medium")
+messageCard = Card([messageHeader, messageForm], "card", "column", "m", "stretch", "start", false)
+messageHeader = CardHeader("Message a Cohort", "Send an announcement, nudge, or resource to an entire cohort — delivered via email + in-app inbox")
+messageForm = Form("message-cohort", messageButtons, [msgCohortField, msgSubjectField, msgBodyField, msgChannelField])
+msgCohortField = FormControl("Recipient Cohort", msgCohortSelect)
+msgCohortSelect = Select("msg_cohort", [msgCohortDS, msgCohortPM, msgCohortUX, msgCohortDE, msgCohortAtRisk], "Choose cohort", null, null, "medium")
+msgCohortDS = SelectItem("ds-2026-q3", "Data Science Q3 2026 (342 learners)")
+msgCohortPM = SelectItem("pm-2026-q3", "Product Management Q3 2026 (298 learners)")
+msgCohortUX = SelectItem("ux-2026-q3", "UX Design Q3 2026 (215 learners)")
+msgCohortDE = SelectItem("de-2026-q3", "Data Engineering Q3 2026 (187 learners)")
+msgCohortAtRisk = SelectItem("at-risk", "⚠️ At-Risk Learners Only (18 learners)")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g., Quick check-in: you're almost there!", "text", null, null)
+msgBodyField = FormControl("Message", msgBodyArea, "Supports markdown · Learners receive via email + in-app inbox")
+msgBodyArea = TextArea("message", "Hi team, we noticed great progress this week — keep it up! Here’s a resource to help with the next module...", 4, null, null)
+msgChannelField = FormControl("Delivery Channel", msgChannelRadio)
+msgChannelRadio = RadioGroup("channel", [channelBoth, channelEmail, channelApp], "both", null, null)
+channelBoth = RadioItem("Email + In-App", "Recommended for nudges", "both")
+channelEmail = RadioItem("Email only", "For formal announcements", "email")
+channelApp = RadioItem("In-App only", "For quick reminders", "inapp")
+messageButtons = Buttons([sendMessageBtn, previewBtn], "row")
+sendMessageBtn = Button("Send Message", null, "primary", "normal", "medium")
+previewBtn = Button("Preview", null, "secondary", "normal", "medium")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..c7c201eae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r3.txt
@@ -0,0 +1,100 @@
+root = Card([header, cohortFilterCard, kpiRow, engagementCard, middleRow, messageCard, followUp], "card", "column", "l")
+header = CardHeader("Training Platform Analytics", "Week of Aug 11 — 18, 2026  •  2,840 total enrolled  •  Data refreshes hourly")
+cohortFilterCard = Card([filterHeader, cohortForm, filterHint], "sunk", "column", "m")
+filterHeader = Heading("Narrow to one cohort", "h3")
+filterHint = TextContent("Filtering updates all KPIs, engagement, course ranking and risk list below. Currently showing: All Cohorts", "small")
+cohortForm = Form("cohort-filter", filterButtons, [cohortSelectField, windowSelectField])
+cohortSelectField = FormControl("Cohort", cohortSelect, "Select a single cohort to focus the dashboard")
+cohortSelect = Select("cohort", [allCohorts, cohortA, cohortB, cohortC, cohortD], "All Cohorts", null, "all", "medium")
+allCohorts = SelectItem("all", "All Cohorts (2,840 learners)")
+cohortA = SelectItem("spring26", "Spring 2026 — Cohort A (842 learners)")
+cohortB = SelectItem("summer26", "Summer 2026 — Cohort B (721 learners)")
+cohortC = SelectItem("enterprise", "Enterprise — Acme Corp (489 learners)")
+cohortD = SelectItem("fall26", "Fall 2026 Preview — Cohort D (788 learners)")
+windowSelectField = FormControl("Time window", windowSelect)
+windowSelect = Select("window", [w1, w8, w12], "Past 8 weeks", null, "w8", "medium")
+w1 = SelectItem("w1", "This week only")
+w8 = SelectItem("w8", "Past 8 weeks")
+w12 = SelectItem("w12", "Past 12 weeks")
+filterButtons = Buttons([applyFilterBtn, resetBtn])
+applyFilterBtn = Button("Apply filter", null, "primary")
+resetBtn = Button("Reset to all", null, "secondary")
+kpiRow = Card([kpiActiveCard, kpiCompletionCard, kpiQuizCard], "clear", "row", "m", "stretch", "between", true)
+kpiActiveCard = Card([kpiActiveLabel, kpiActiveValue, kpiActiveBadge, kpiActiveProgress, kpiActiveDetail], "card", "column", "s")
+kpiActiveLabel = TextContent("1 — Active learners this week", "small-heavy")
+kpiActiveValue = Heading("1,247", "h1")
+kpiActiveBadge = Badge("+8.3% vs last week • +156 learners", "success")
+kpiActiveProgress = Progress(71, "71% of 1,756 enrolled in active cohorts")
+kpiActiveDetail = TextContent("Daily avg: 412 • Peak: Thu 489 • 1,089 returning, 158 new", "small")
+kpiCompletionCard = Card([kpiCompletionLabel, kpiCompletionValue, kpiCompletionBadge, kpiCompletionProgress, kpiCompletionDetail], "card", "column", "s")
+kpiCompletionLabel = TextContent("2 — Course completion rate", "small-heavy")
+kpiCompletionValue = Heading("68.4%", "h1")
+kpiCompletionBadge = Badge("+2.1 pts vs last week", "success")
+kpiCompletionProgress = Progress(68, "Target 75% • 1,942 / 2,840 completed")
+kpiCompletionDetail = TextContent("On track: 1,942 • In progress: 642 • Not started: 256", "small")
+kpiQuizCard = Card([kpiQuizLabel, kpiQuizValue, kpiQuizBadge, kpiQuizProgress, kpiQuizDetail], "card", "column", "s")
+kpiQuizLabel = TextContent("3 — Average quiz score", "small-heavy")
+kpiQuizValue = Heading("82.1%", "h1")
+kpiQuizBadge = Badge("-0.6 pts vs last week", "secondary")
+kpiQuizProgress = Progress(82, "Pass threshold 70% • 91% pass rate")
+kpiQuizDetail = TextContent("Attempts: 3,412 • Retakes: 18% • Avg time: 14.2 min", "small")
+engagementCard = Card([engagementHeader, engagementSub, engagementChart, engagementStats], "card", "column", "m")
+engagementHeader = Heading("Engagement across the past eight weeks", "h3")
+engagementSub = TextContent("Weekly active learners and average session duration — filtered by cohort above", "small")
+engagementChart = AreaChart(["Jun 23", "Jun 30", "Jul 7", "Jul 14", "Jul 21", "Jul 28", "Aug 4", "Aug 11"], [activeLearnersSeries, avgMinutesSeries], "natural", "Week", "Learners / Minutes")
+activeLearnersSeries = Series("Active learners", [842, 891, 967, 1024, 1105, 1189, 1210, 1247])
+avgMinutesSeries = Series("Avg minutes / learner", [24, 26, 28, 31, 29, 32, 34, 33])
+engagementStats = Card([statLogins, statLessons, statQuizzes], "clear", "row", "m", "stretch", "between", true)
+statLogins = TextContent("**9,842** logins (8 wks) • **+12%** trend", "small")
+statLessons = TextContent("**14,210** lessons viewed • **Avg 11.4** per active learner", "small")
+statQuizzes = TextContent("**3,412** quiz attempts • **Streak:** 4 weeks rising", "small")
+middleRow = Card([coursesCard, riskCard], "clear", "row", "l", "stretch", "between", true)
+coursesCard = Card([coursesHeader, coursesSub, coursesChart, coursesTable], "card", "column", "m")
+coursesHeader = Heading("Courses ranked by enrollment", "h3")
+coursesSub = TextContent("4 — Total enrolled per course (all cohorts, current term)", "small")
+coursesChart = HorizontalBarChart(["Data Fundamentals", "Python for Analysts", "UX Research Methods", "Leadership Essentials", "Advanced SQL", "Cloud Ops Basics"], [enrollmentSeries], "grouped", "Enrolled learners", "Course")
+enrollmentSeries = Series("Enrolled", [842, 721, 654, 512, 398, 310])
+coursesTable = Table([courseNameCol, enrolledCol, completionCol, avgScoreCol])
+courseNameCol = Col("Course", ["Data Fundamentals", "Python for Analysts", "UX Research Methods", "Leadership Essentials", "Advanced SQL", "Cloud Ops Basics"])
+enrolledCol = Col("Enrolled", [842, 721, 654, 512, 398, 310])
+completionCol = Col("Completion", ["74%", "69%", "71%", "62%", "58%", "66%"])
+avgScoreCol = Col("Avg Quiz", ["84.2%", "81.5%", "79.8%", "86.1%", "77.3%", "80.4%"])
+riskCard = Card([riskHeader, riskAlert, riskTable, riskLegend], "card", "column", "m")
+riskHeader = Heading("Learners at risk of dropping out", "h3")
+riskAlert = Callout("warning", "23 at-risk learners detected", "5 shown below — filtered to selected cohort. Criteria: <30% progress + 10+ days inactive or 2 failed quizzes.")
+riskTable = Table([riskLearnerCol, riskCohortCol, riskCourseCol, riskProgressCol, riskLastActiveCol, riskReasonCol])
+riskLearnerCol = Col("Learner", ["A. Mensah", "J. Park", "S. Rivera", "K. Okafor", "L. Chen"])
+riskCohortCol = Col("Cohort", ["Spring 26 A", "Summer 26 B", "Enterprise", "Spring 26 A", "Summer 26 B"])
+riskCourseCol = Col("Course", ["Advanced SQL", "Python for Analysts", "Data Fundamentals", "UX Research", "Leadership Ess."])
+riskProgressCol = Col("Progress", ["22%", "28%", "18%", "31%", "26%"])
+riskLastActiveCol = Col("Last active", ["12 days ago", "15 days ago", "21 days ago", "11 days ago", "14 days ago"])
+riskReasonCol = Col("Risk signal", ["2 failed quizzes", "No login 15d", "No activity 21d", "Stalled 3 wks", "Quiz avg 52%"])
+riskLegend = TextContent("Tip: Message the cohort or individual to re-engage. Risk model updates nightly.", "small")
+messageCard = Card([messageHeader, messageSub, messageForm], "sunk", "column", "m")
+messageHeader = Heading("Message a cohort", "h3")
+messageSub = TextContent("8 — Send an announcement, nudge, or resource to the selected cohort. Recipients see it in-app and via email.", "small")
+messageForm = Form("message-cohort", messageButtons, [msgTargetField, msgSubjectField, msgBodyField, msgChannelField])
+msgTargetField = FormControl("Target cohort", msgTargetSelect, "Matches the filter above or choose a different one")
+msgTargetSelect = Select("target_cohort", [msgAll, msgA, msgB, msgC, msgD], "Choose cohort to message", null, "all", "medium")
+msgAll = SelectItem("all", "All Cohorts (2,840)")
+msgA = SelectItem("spring26", "Spring 2026 — Cohort A (842)")
+msgB = SelectItem("summer26", "Summer 2026 — Cohort B (721)")
+msgC = SelectItem("enterprise", "Enterprise — Acme Corp (489)")
+msgD = SelectItem("fall26", "Fall 2026 Preview — Cohort D (788)")
+msgSubjectField = FormControl("Subject", msgSubjectInput, "Keep it under 80 characters for best open rate")
+msgSubjectInput = Input("subject", "e.g., Quick check-in: need help with Advanced SQL?", "text", null, "")
+msgBodyField = FormControl("Message", msgBodyInput, "Supports links and markdown. At-risk learners will be @mentioned if you check that option below.")
+msgBodyInput = TextArea("message", "Hi team — noticed great momentum this week! If you're stuck on Module 3, office hours are Tue/Thu 4pm ET. Reply here if you need a 1:1...", 4, null, "")
+msgChannelField = FormControl("Delivery + options", msgChannelSelect)
+msgChannelSelect = Select("channel", [chBoth, chInApp, chEmail], "In-app + Email (recommended)", null, "both", "medium")
+chBoth = SelectItem("both", "In-app + Email")
+chInApp = SelectItem("inapp", "In-app only")
+chEmail = SelectItem("email", "Email only")
+messageButtons = Buttons([sendMsgBtn, previewBtn, saveDraftBtn])
+sendMsgBtn = Button("Send to cohort", null, "primary")
+previewBtn = Button("Preview", null, "secondary")
+saveDraftBtn = Button("Save draft", null, "tertiary")
+followUp = FollowUpBlock([fuAtRisk, fuExport, fuSchedule])
+fuAtRisk = FollowUpItem("Show only at-risk learners in Enterprise cohort")
+fuExport = FollowUpItem("Export engagement data for past 8 weeks as CSV")
+fuSchedule = FollowUpItem("Schedule weekly digest for Cohort A mentors")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..dffd0aeef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-learning__r4.txt
@@ -0,0 +1,85 @@
+root = Card([header, cohortFilterCard, kpiRow, engagementCard, coursesCard, riskCard, messageCard], "clear", "column", "l")
+header = CardHeader("Training Platform Analytics", "Week of Aug 11 – Aug 17, 2026 • All data updates hourly")
+cohortFilterCard = Card([cohortFilterHeader, cohortForm, cohortStatus], "sunk", "column", "m")
+cohortFilterHeader = CardHeader("Cohort Filter", "Narrow every metric on this screen to a single cohort")
+cohortForm = Form("cohort-filter", cohortFormButtons, [cohortCohortField, cohortDateField])
+cohortCohortField = FormControl("Select cohort", cohortCohortSelect, "Applies to KPIs, engagement, courses and risk list")
+cohortCohortSelect = Select("cohort", [cohortAll, cohortSpring, cohortWinter, cohortEnterprise, cohortSummer], "Choose cohort", null, "all")
+cohortAll = SelectItem("all", "All Learners (2,841)")
+cohortSpring = SelectItem("spring2026", "Spring 2026 — Cohort A (642 learners)")
+cohortWinter = SelectItem("winter2026", "Winter 2026 — Cohort B (518 learners)")
+cohortEnterprise = SelectItem("enterprise", "Enterprise Track — Cohort C (1,124 learners)")
+cohortSummer = SelectItem("summer2026", "Summer Intensive — Cohort D (557 learners)")
+cohortDateField = FormControl("Compare to", cohortCompareSelect)
+cohortCompareSelect = Select("compare", [comparePrev, compareStart], "Comparison period")
+comparePrev = SelectItem("prev_week", "Previous week")
+compareStart = SelectItem("start", "Cohort start")
+cohortFormButtons = Buttons([cohortApplyBtn, cohortResetBtn], "row")
+cohortApplyBtn = Button("Apply Filter", null, "primary")
+cohortResetBtn = Button("Reset to All", null, "secondary")
+cohortStatus = TextCallout("neutral", "Currently viewing: All Learners", "1,247 active this week • 68.4% completion • 84.2% avg quiz score — filtered values will update instantly")
+kpiRow = Card([kpiActive, kpiCompletion, kpiQuiz], "clear", "row", "m")
+kpiActive = Card([kpiActiveHeader, kpiActiveValue, kpiActiveTrend, kpiActiveMeta], "card", "column", "s")
+kpiActiveHeader = TextContent("Active Learners This Week", "small")
+kpiActiveValue = TextContent("1,247", "large-heavy")
+kpiActiveTrend = Badge("+8.2% vs last week (1,152)", "success")
+kpiActiveMeta = TextContent("342 new • 905 returning • 94% daily retention", "small")
+kpiCompletion = Card([kpiCompletionHeader, kpiCompletionValue, kpiCompletionProgress, kpiCompletionMeta], "card", "column", "s")
+kpiCompletionHeader = TextContent("Course Completion Rate", "small")
+kpiCompletionValue = TextContent("68.4%", "large-heavy")
+kpiCompletionProgress = Progress(68.4, "68.4% of enrolled courses completed")
+kpiCompletionMeta = TextContent("↑ 3.1pp vs last week • 1,943 / 2,841 learners completed ≥1 course", "small")
+kpiQuiz = Card([kpiQuizHeader, kpiQuizValue, kpiQuizProgress, kpiQuizMeta], "card", "column", "s")
+kpiQuizHeader = TextContent("Average Quiz Score", "small")
+kpiQuizValue = TextContent("84.2%", "large-heavy")
+kpiQuizProgress = Progress(84.2, "Average across 12,480 attempts")
+kpiQuizMeta = TextContent("Median 86% • Pass rate 91.3% (≥70%) • -0.6pp vs last week", "small")
+engagementCard = Card([engagementHeader, engagementChartComp, engagementSummary], "card", "column", "m")
+engagementHeader = CardHeader("Engagement — Past 8 Weeks", "Weekly active learners & avg. minutes per learner")
+engagementChartComp = AreaChart(["Jun 23", "Jun 30", "Jul 07", "Jul 14", "Jul 21", "Jul 28", "Aug 04", "Aug 11"], [engagementSeries, engagementSeries2], "natural", "Week starting", "Learners / Minutes")
+engagementSeries = Series("Active Learners", [892, 945, 1012, 987, 1104, 1189, 1152, 1247])
+engagementSeries2 = Series("Avg Minutes / Learner", [42, 48, 51, 47, 55, 58, 54, 61])
+engagementSummary = Card([engagementKpi1, engagementKpi2, engagementKpi3], "clear", "row", "m")
+engagementKpi1 = TextContent("**Peak:** 1,247 this week (+39.7% over 8 weeks)", "small")
+engagementKpi2 = TextContent("**Avg session:** 61 min • 3.4 sessions / learner", "small")
+engagementKpi3 = TextContent("**Trend:** Steady growth, dip in Jul 14 due to holiday", "small")
+coursesCard = Card([coursesHeader, coursesChartComp, coursesTable], "card", "column", "m")
+coursesHeader = CardHeader("Courses Ranked by Enrollment", "Top 5 courses by total enrolled learners")
+coursesChartComp = HorizontalBarChart(["Intro to Data Science", "Advanced Python", "UX Fundamentals", "Project Mgmt Pro", "Cloud Architecture"], [coursesSeries], "grouped", "Enrolled learners", "Course")
+coursesSeries = Series("Enrollment", [842, 631, 587, 412, 298])
+coursesTable = Table([colCourse, colEnroll, colCompletionCourse, colRating, colTrend])
+colCourse = Col("Course", ["Intro to Data Science", "Advanced Python", "UX Fundamentals", "Project Mgmt Pro", "Cloud Architecture"])
+colEnroll = Col("Enrolled", [842, 631, 587, 412, 298])
+colCompletionCourse = Col("Completion", ["74%", "62%", "71%", "58%", "66%"])
+colRating = Col("Avg Quiz", ["86.1%", "82.4%", "88.3%", "79.5%", "83.7%"])
+colTrend = Col("WoW Change", ["+12", "+28", "+5", "-9", "+19"])
+riskCard = Card([riskHeader, riskCallout, riskTable, riskButtons], "card", "column", "m")
+riskHeader = CardHeader("Learners At Risk of Dropping Out", "Flagged if: <30% progress + inactive 7+ days or quiz avg <60%")
+riskCallout = Callout("warning", "38 learners at risk (1.3% of active)", "12 high-risk, 26 moderate. 9 from Spring 2026 cohort — consider targeted outreach this week.")
+riskTable = Table([colRiskName, colRiskCohort, colRiskCourse, colRiskLastActive, colRiskProgress, colRiskScore])
+colRiskName = Col("Learner", ["Ava Chen", "Marcus Reid", "Sofia Patel", "James Okoro", "Lena Fischer", "Diego Alvarez"])
+colRiskCohort = Col("Cohort", ["Spring 2026", "Enterprise", "Spring 2026", "Winter 2026", "Summer Intensive", "Enterprise"])
+colRiskCourse = Col("Course", ["Advanced Python", "Cloud Architecture", "Intro to Data Science", "UX Fundamentals", "Project Mgmt Pro", "Advanced Python"])
+colRiskLastActive = Col("Last Active", ["9 days ago", "11 days ago", "8 days ago", "14 days ago", "7 days ago", "10 days ago"])
+colRiskProgress = Col("Progress", ["22%", "18%", "28%", "31%", "15%", "26%"])
+colRiskScore = Col("Risk", ["High", "High", "Moderate", "Moderate", "High", "Moderate"])
+riskButtons = Buttons([riskMessageBtn, riskExportBtn], "row")
+riskMessageBtn = Button("Message At-Risk Group", null, "primary")
+riskExportBtn = Button("Export CSV", null, "secondary")
+messageCard = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("Message a Cohort", "Send announcement, nudge, or resource to the filtered cohort")
+messageForm = Form("message-cohort", messageFormButtons, [messageTargetField, messageSubjectField, messageBodyField])
+messageTargetField = FormControl("Recipient cohort", messageTargetSelect, "Will send to all active emails in cohort. At-risk segment available.")
+messageTargetSelect = Select("target_cohort", [msgOptAll, msgOptSpring, msgOptWinter, msgOptEnterprise, msgOptAtRisk], "Select recipient group")
+msgOptAll = SelectItem("all", "All Learners (2,841)")
+msgOptSpring = SelectItem("spring2026", "Spring 2026 — Cohort A (642)")
+msgOptWinter = SelectItem("winter2026", "Winter 2026 — Cohort B (518)")
+msgOptEnterprise = SelectItem("enterprise", "Enterprise — Cohort C (1,124)")
+msgOptAtRisk = SelectItem("at_risk", "⚠ At-Risk Only (38 learners)")
+messageSubjectField = FormControl("Subject", messageSubjectInput)
+messageSubjectInput = Input("subject", "e.g., Quick check-in: Need help finishing your course?")
+messageBodyField = FormControl("Message", messageBodyArea, "Supports personalization: {{first_name}}, {{course_name}}")
+messageBodyArea = TextArea("body", "Hi {{first_name}}, we noticed you haven't logged in for a few days. Your progress in {{course_name}} is looking good — need a hand with the next module? Reply here or join office hours Thu 4pm.", 4)
+messageFormButtons = Buttons([messageSendBtn, messagePreviewBtn], "row")
+messageSendBtn = Button("Send Message", null, "primary")
+messagePreviewBtn = Button("Preview & Schedule", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..7852e1973
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r1.txt
@@ -0,0 +1,69 @@
+root = Card([header, controlsRow, kpiRow, visitorsSection, conversionAndSubscribersRow, trafficSection, campaignsSection, bestCampaignCallout, footerActions], "clear", "column", "l")
+header = CardHeader("Marketing Weekly Dashboard", "Week of Aug 11–18, 2026 • Updated 2 hours ago • All channels")
+controlsRow = Card([dateRangeForm, exportButtons], "clear", "row", "m", "center", "between")
+dateRangeForm = Form("date-range", dateRangeButtons, [rangeField, customDateField])
+rangeField = FormControl("Date range", rangeSelect)
+rangeSelect = Select("range", [range7, range30, range90, rangeCustom], "Last 30 days", null, "Last 30 days")
+range7 = SelectItem("7d", "Last 7 days")
+range30 = SelectItem("30d", "Last 30 days")
+range90 = SelectItem("90d", "Last 90 days")
+rangeCustom = SelectItem("custom", "Custom range")
+customDateField = FormControl("Custom dates", customDatePicker, "Or pick custom dates")
+customDatePicker = DatePicker("custom_dates", "range")
+dateRangeButtons = Buttons([applyRangeBtn])
+applyRangeBtn = Button("Apply range", null, "primary")
+exportButtons = Buttons([exportPdfBtn, exportCsvBtn])
+exportPdfBtn = Button("Export PDF", null, "primary")
+exportCsvBtn = Button("Export CSV", null, "secondary")
+kpiRow = Card([kpiVisitors, kpiConversion, kpiSubscribers], "clear", "row", "m")
+kpiVisitors = Card([kpiVisitorsHeader, kpiVisitorsValue, kpiVisitorsTrend], "card", "column", "s")
+kpiVisitorsHeader = TextContent("Total Visitors (30d)", "small")
+kpiVisitorsValue = Heading("184,420", "h2")
+kpiVisitorsTrend = TextContent("▲ 12.4% vs prev 30d • Avg 6,147 / day", "small")
+kpiConversion = Card([kpiConversionHeader, kpiConversionValue, kpiConversionProgress], "card", "column", "s")
+kpiConversionHeader = TextContent("Conversion Rate", "small")
+kpiConversionValue = Heading("3.82%", "h2")
+kpiConversionProgress = Progress(84.9, "Goal: 4.5% • 84.9% to goal")
+kpiSubscribers = Card([kpiSubscribersHeader, kpiSubscribersValue, kpiSubscribersTrend], "card", "column", "s")
+kpiSubscribersHeader = TextContent("Email Subscribers — This Month", "small")
+kpiSubscribersValue = Heading("42,850", "h2")
+kpiSubscribersTrend = TextContent("▲ +1,840 (+4.5%) in August • 61 new / day", "small")
+visitorsSection = Card([visitorsHeader, visitorsChart, visitorsCaption], "card", "column", "m")
+visitorsHeader = CardHeader("Site Visitors — Last 30 Days", "Daily unique visitors • Jul 20 – Aug 18")
+visitorsChart = AreaChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 01", "Aug 03", "Aug 05", "Aug 07", "Aug 09", "Aug 11", "Aug 13", "Aug 15", "Aug 17"], [visitorsSeries], "natural", "Date", "Visitors")
+visitorsSeries = Series("Visitors", [4820, 5100, 4950, 5340, 5680, 6120, 5890, 6230, 6580, 7020, 6840, 7450, 8120, 8420, 7950])
+visitorsCaption = TextContent("Peak: 8,420 on Aug 14 (Summer Sale launch) • 7-day avg trending up +8.2%", "small")
+conversionAndSubscribersRow = Card([conversionDetail, subscriberGrowth], "clear", "row", "m")
+conversionDetail = Card([conversionDetailHeader, conversionRateChart, conversionStats], "card", "column", "m")
+conversionDetailHeader = CardHeader("Conversion Rate Trend", "Daily conversion % • Last 30 days")
+conversionRateChart = LineChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 01", "Aug 03", "Aug 05", "Aug 07", "Aug 09", "Aug 11", "Aug 13", "Aug 15", "Aug 17"], [convSeries], "natural", "Date", "%")
+convSeries = Series("Conversion %", [3.12, 3.25, 3.18, 3.4, 3.55, 3.62, 3.48, 3.71, 3.85, 3.92, 3.78, 4.05, 4.18, 4.31, 4.12])
+conversionStats = TextContent("Avg 3.82% • High 4.31% on Aug 15 • Low 3.12% on Jul 24 • +0.42pp vs prev period", "small")
+subscriberGrowth = Card([subscriberHeader, subscriberChart, subscriberStats], "card", "column", "m")
+subscriberHeader = CardHeader("Email Subscriber Growth — August", "Cumulative net new subscribers this month")
+subscriberChart = BarChart(["Aug 01", "Aug 04", "Aug 07", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [subSeries], "grouped", "Date", "New subs")
+subSeries = Series("New subscribers", [210, 385, 620, 945, 1280, 1620, 1840])
+subscriberStats = TextContent("+1,840 net new in August • Churn 0.8% • Avg open rate 42.1% • List now 42,850", "small")
+trafficSection = Card([trafficHeader, trafficContent], "card", "column", "m")
+trafficHeader = CardHeader("Top 5 Traffic Sources", "Share of total sessions • Last 30 days • 184,420 sessions")
+trafficContent = Card([trafficChart, trafficTable], "clear", "row", "m", "center", "between")
+trafficChart = PieChart(["Organic Search", "Paid Search", "Direct", "Social Media", "Email"], [38.2, 24.5, 16.8, 12.3, 8.2], "donut", "circular")
+trafficTable = Table([sourceCol, shareCol, visitorsCol])
+sourceCol = Col("Source", ["Organic Search", "Paid Search", "Direct", "Social Media", "Email"])
+shareCol = Col("Share", ["38.2%", "24.5%", "16.8%", "12.3%", "8.2%"])
+visitorsCol = Col("Visitors", ["70,448", "45,183", "30,983", "22,684", "15,122"])
+campaignsSection = Card([campaignsHeader, campaignsTable], "card", "column", "m")
+campaignsHeader = CardHeader("Running Campaigns", "Active campaigns • Spend to date • Aug 11–18")
+campaignsTable = Table([campCol, channelCol, statusCol, spendCol, convCol, roasCol])
+campCol = Col("Campaign", ["Summer Sale 2026", "Back-to-School Bundle", "Referral Boost", "Retargeting - Abandoned Cart", "Newsletter Sponsorship"])
+channelCol = Col("Channel", ["Paid Search + Social", "Email + Display", "Social + Influencer", "Display Retargeting", "Email"])
+statusCol = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+spendCol = Col("Spend", ["$18,400", "$12,250", "$8,900", "$6,750", "$3,200"])
+convCol = Col("Conversions", ["1,842", "987", "654", "512", "298"])
+roasCol = Col("ROAS", ["4.8x", "3.9x", "3.2x", "5.1x", "2.7x"])
+bestCampaignCallout = Callout("success", "Best Performing Campaign: Retargeting — Abandoned Cart", "Highest ROAS at 5.1x on $6,750 spend • 512 conversions at 7.59% conv. rate • Lowest CPA $13.18. Recommendation: increase budget 20% next week and expand audience to 30-day window.")
+footerActions = Card([footerText, footerButtons], "clear", "row", "m", "center", "between")
+footerText = TextContent("Report auto-refreshes daily at 6:00 AM UTC • Next update in 8 hours", "small")
+footerButtons = Buttons([exportPdfBtn2, scheduleBtn])
+exportPdfBtn2 = Button("Export Full Report", null, "primary")
+scheduleBtn = Button("Schedule Weekly Email", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..46f25266b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r2.txt
@@ -0,0 +1,76 @@
+root = Card([header, controlsRow, kpiRow, visitorsSection, trafficHighlightRow, campaignsSection, subscriberSection, footerBar], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Week of May 13–19, 2026 • All channels • Updated 2 hours ago")
+controlsRow = Card([dateForm, exportActions], "clear", "row", "m", "center", "between", true)
+dateForm = Form("date-range", dateFormButtons, [rangeField, pickerField])
+rangeField = FormControl("Date range", rangeSelect, "Presets update all charts")
+rangeSelect = Select("range", [optLast7, optLast30, optLast90, optCustom], "Last 30 days", null, "last30")
+optLast7 = SelectItem("last7", "Last 7 days")
+optLast30 = SelectItem("last30", "Last 30 days")
+optLast90 = SelectItem("last90", "Last 90 days")
+optCustom = SelectItem("custom", "Custom range")
+pickerField = FormControl("Custom range", pickerInput, "Pick start and end dates")
+pickerInput = DatePicker("custom_range", "range")
+dateFormButtons = Buttons([applyBtn], "row")
+applyBtn = Button("Apply", null, "primary")
+exportActions = Buttons([exportBtn, scheduleBtn], "row")
+exportBtn = Button("Export report", null, "primary")
+scheduleBtn = Button("Schedule send", null, "secondary")
+kpiRow = Card([kpiVisitorsCard, kpiConversionCard, kpiSubscribersCard], "clear", "row", "m", "stretch", "between", true)
+kpiVisitorsCard = Card([kpiVisitorsTitle, kpiVisitorsValue, kpiVisitorsSub, kpiVisitorsProgress], "sunk", "column", "s")
+kpiVisitorsTitle = TextContent("Total Visitors (30 days)", "small")
+kpiVisitorsValue = TextContent("89,420", "large-heavy")
+kpiVisitorsSub = TextContent("▲ 12.4% vs previous 30 days • Avg 2,981 / day", "small")
+kpiVisitorsProgress = Progress(74, "74% of monthly target (120k)")
+kpiConversionCard = Card([kpiConversionTitle, kpiConversionValue, kpiConversionSub, kpiConversionProgress], "sunk", "column", "s")
+kpiConversionTitle = TextContent("Conversion Rate", "small")
+kpiConversionValue = TextContent("3.42%", "large-heavy")
+kpiConversionSub = TextContent("▲ 0.38 pp vs last week • Goal: 5.00%", "small")
+kpiConversionProgress = Progress(68, "68% to goal")
+kpiSubscribersCard = Card([kpiSubscribersTitle, kpiSubscribersValue, kpiSubscribersSub, kpiSubscribersProgress], "sunk", "column", "s")
+kpiSubscribersTitle = TextContent("Email Subscribers — May", "small")
+kpiSubscribersValue = TextContent("+2,350", "large-heavy")
+kpiSubscribersSub = TextContent("▲ 18.2% MoM • Total list: 42,180", "small")
+kpiSubscribersProgress = Progress(78, "78% of May target (3,000)")
+visitorsSection = Card([visitorsHeader, visitorsChart, visitorsCaption], "card", "column", "m")
+visitorsHeader = CardHeader("Site Visitors — Last 30 Days", "Daily unique visitors • Apr 20 – May 19")
+visitorsChart = AreaChart(["Apr 20", "Apr 21", "Apr 22", "Apr 23", "Apr 24", "Apr 25", "Apr 26", "Apr 27", "Apr 28", "Apr 29", "Apr 30", "May 01", "May 02", "May 03", "May 04", "May 05", "May 06", "May 07", "May 08", "May 09", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18", "May 19"], [visitorsSeries], "natural", "Date", "Visitors")
+visitorsSeries = Series("Visitors", [1820, 1950, 2100, 1980, 2250, 2400, 2350, 2600, 2780, 2650, 2890, 3100, 2950, 3050, 3220, 3180, 3350, 3280, 3450, 3620, 3550, 3480, 3680, 3720, 3850, 3780, 3920, 4050, 3980, 4120])
+visitorsCaption = TextContent("Peak: 4,120 on May 19 • 30-day avg up 12.4% • Controlled by date range above", "small")
+trafficHighlightRow = Card([trafficCard, highlightCard], "clear", "row", "m", "stretch", "between", true)
+trafficCard = Card([trafficHeader, trafficPie, trafficTable], "sunk", "column", "m")
+trafficHeader = CardHeader("Top 5 Traffic Sources", "Share of 89,420 sessions • Last 30 days")
+trafficPie = PieChart(["Organic Search", "Direct", "Paid Search", "Social", "Referral"], [38, 24, 18, 12, 8], "donut", "circular")
+trafficTable = Table([trafficSourceCol, trafficShareCol, trafficSessionsCol])
+trafficSourceCol = Col("Source", ["Organic Search", "Direct", "Paid Search", "Social", "Referral"])
+trafficShareCol = Col("Share", ["38%", "24%", "18%", "12%", "8%"])
+trafficSessionsCol = Col("Sessions", ["33,980", "21,461", "16,096", "10,730", "7,154"])
+highlightCard = Card([highlightHeader, bestCallout, bestDetails, bestStats], "card", "column", "m")
+highlightHeader = CardHeader("Best Performing Campaign", "Auto-highlighted by ROAS + conversion")
+bestCallout = Callout("success", "Summer Launch — Paid Search", "Top performer this week • 3.8x ROAS • Driving 31% of total conversions")
+bestDetails = TextContent("Spend $12,430 → Revenue $47,234 • 4.2% conversion rate (highest among active campaigns) • 1,842 conversions • CPA $6.75 — 42% more efficient than account average.", "default")
+bestStats = Table([bestMetricCol, bestValueCol])
+bestMetricCol = Col("Metric", ["ROAS", "Conversions", "CPA", "vs Avg"])
+bestValueCol = Col("Value", ["3.8x", "1,842", "$6.75", "+42%"])
+campaignsSection = Card([campaignsHeader, campaignsTable], "card", "column", "m")
+campaignsHeader = CardHeader("Running Campaigns", "5 active • Spend and efficiency • Last 30 days")
+campaignsTable = Table([campNameCol, campChannelCol, campSpendCol, campConvCol, campRoasCol, campStatusCol])
+campNameCol = Col("Campaign", ["Summer Launch", "Retargeting Q2", "Influencer May", "Newsletter Boost", "Content Push"])
+campChannelCol = Col("Channel", ["Paid Search", "Display", "Social", "Email", "Organic"])
+campSpendCol = Col("Spend", ["$12,430", "$8,200", "$6,750", "$2,100", "$3,400"])
+campConvCol = Col("Conv. Rate", ["4.20%", "3.10%", "2.80%", "5.10%", "2.20%"])
+campRoasCol = Col("ROAS", ["3.8x", "2.9x", "2.4x", "4.5x", "2.1x"])
+campStatusCol = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+subscriberSection = Card([subscriberHeader, subscriberChart, subscriberCaption, subscriberTable], "card", "column", "m")
+subscriberHeader = CardHeader("Email Subscriber Growth — This Month", "New subscribers per week in May • Total +2,350")
+subscriberChart = BarChart(["Week 1 (May 1-4)", "Week 2 (May 5-11)", "Week 3 (May 12-18)", "Week 4 (May 19)"], [subscriberSeries], "grouped", "Week", "New subscribers")
+subscriberSeries = Series("New subscribers", [420, 580, 610, 740])
+subscriberCaption = TextContent("Strongest week is current week (+21% WoW) • On track to beat April (1,988) by 18.2% • List health: 1.2% unsubscribe, 0.4% bounce", "small")
+subscriberTable = Table([subWeekCol, subNewCol, subGrowthCol])
+subWeekCol = Col("Week", ["May 1-4", "May 5-11", "May 12-18", "May 19"])
+subNewCol = Col("New", ["420", "580", "610", "740"])
+subGrowthCol = Col("WoW", ["—", "+38.1%", "+5.2%", "+21.3%"])
+footerBar = Card([footerText, footerButtons], "clear", "row", "m", "center", "between", true)
+footerText = TextContent("Export includes all charts, tables, and source data as PDF + CSV. Date range controls apply to entire dashboard.", "small")
+footerButtons = Buttons([viewBtn, exportBtn2], "row")
+viewBtn = Button("View full report", null, "secondary")
+exportBtn2 = Button("Export report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..a932e54c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r3.txt
@@ -0,0 +1,85 @@
+root = Card([header, controlsCard, kpiRow, visitorsSection, conversionAndSourcesRow, campaignsSection, subscriberSection, footerExport], "clear", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Week of May 12–18, 2026 · All channels performance at a glance")
+controlsCard = Card([controlsHeader, controlsInner], "sunk", "column", "m")
+controlsHeader = TextContent("Dashboard controls — change date range & export", "small-heavy")
+controlsInner = Card([dateRangeForm, exportActions], "clear", "row", "m", "center", "between", true)
+dateRangeForm = Form("date-range", dateFormButtons, [rangePresetField, customRangeField])
+rangePresetField = FormControl("Date range", presetSelect)
+presetSelect = Select("preset", [preset7, preset30, preset90, presetCustom], "Last 30 days", null, "30d", "small")
+preset7 = SelectItem("7d", "Last 7 days")
+preset30 = SelectItem("30d", "Last 30 days")
+preset90 = SelectItem("90d", "Last 90 days")
+presetCustom = SelectItem("custom", "Custom range")
+customRangeField = FormControl("Custom dates", customDatePicker, "Pick start & end dates for custom range")
+customDatePicker = DatePicker("custom_dates", "range")
+dateFormButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary", "normal", "small")
+exportActions = Buttons([exportPdfBtn, exportCsvBtn, scheduleBtn])
+exportPdfBtn = Button("Export PDF", null, "primary")
+exportCsvBtn = Button("Export CSV", null, "secondary")
+scheduleBtn = Button("Schedule Report", null, "tertiary")
+kpiRow = Card([kpiVisitorsCard, kpiConversionCard, kpiSubscribersCard], "clear", "row", "m", "stretch", "between", true)
+kpiVisitorsCard = Card([kpiVisitorsLabel, kpiVisitorsValue, kpiVisitorsTrend], "card", "column", "s")
+kpiVisitorsLabel = TextContent("Total Visitors (30 days)", "small")
+kpiVisitorsValue = Heading("89,420", "h2")
+kpiVisitorsTrend = Badge("+12.4% vs last 30 days", "secondary")
+kpiConversionCard = Card([kpiConvLabel, kpiConvValue, kpiConvProgress], "card", "column", "s")
+kpiConvLabel = TextContent("Conversion Rate", "small")
+kpiConvValue = Heading("3.84%", "h2")
+kpiConvProgress = Progress(76, "76% to 5% target")
+kpiSubscribersCard = Card([kpiSubLabel, kpiSubValue, kpiSubBadge], "card", "column", "s")
+kpiSubLabel = TextContent("Email Subscribers", "small")
+kpiSubValue = Heading("24,850", "h2")
+kpiSubBadge = Badge("+1,240 this month", "secondary")
+visitorsSection = Card([visitorsHeader, visitorsChart, visitorsCaption], "card", "column", "m")
+visitorsHeader = CardHeader("Site Visitors — Last 30 Days", "Daily unique visitors · Apr 19 – May 18, 2026")
+visitorsChart = AreaChart(["Apr 19", "Apr 22", "Apr 25", "Apr 28", "May 01", "May 04", "May 07", "May 10", "May 13", "May 16"], [visitorsSeries], "natural", "Date", "Visitors")
+visitorsSeries = Series("Visitors", [2100, 2450, 1980, 3100, 2850, 3400, 2950, 3800, 3650, 4210])
+visitorsCaption = TextContent("Peak: 4,210 visitors on May 16 · Avg: 2,981/day · +12.4% vs previous 30 days", "small")
+conversionAndSourcesRow = Card([conversionCard, sourcesCard], "clear", "row", "m", "stretch", "between", true)
+conversionCard = Card([convHeader, convProgressDetail, convBreakdown], "card", "column", "m")
+convHeader = CardHeader("Conversion Rate", "Overall site conversion performance")
+convProgressDetail = Progress(76, "3.84% of 5.00% goal")
+convBreakdown = Table([convMetricCol, convValueCol])
+convMetricCol = Col("Metric", ["Conversion Rate", "Total Conversions", "Goal Rate", "Vs Last Week"])
+convValueCol = Col("Value", ["3.84%", "3,434", "5.00%", "+0.31 pp"])
+sourcesCard = Card([sourcesHeader, sourcesPie, sourcesTable], "card", "column", "m")
+sourcesHeader = CardHeader("Top 5 Traffic Sources", "Share of total visitors · 89,420 visitors")
+sourcesPie = PieChart(["Organic Search", "Direct", "Paid Search", "Social", "Referral"], [38, 24, 18, 12, 8], "donut", "circular")
+sourcesTable = Table([sourceNameCol, sourceShareCol, sourceVisitorsCol])
+sourceNameCol = Col("Source", ["Organic Search", "Direct", "Paid Search", "Social", "Referral"])
+sourceShareCol = Col("Share", ["38%", "24%", "18%", "12%", "8%"])
+sourceVisitorsCol = Col("Visitors", ["33,980", "21,461", "16,096", "10,730", "7,154"])
+campaignsSection = Card([campaignsHeader, bestCampaignCallout, campaignsTable, campaignsFooter], "card", "column", "m")
+campaignsHeader = CardHeader("Running Campaigns", "Active campaigns with spend · Current week")
+bestCampaignCallout = Callout("success", "Best Performing Campaign: Summer Launch — Paid Search", "4.9% conversion · $8,400 spend · 6.2x ROAS · 1,240 conversions — 32% above portfolio average and lowest CPA at $6.77")
+campaignsTable = Table([campNameCol, campChannelCol, campStatusCol, campSpendCol, campConvCol, campRoasCol])
+campNameCol = Col("Campaign", ["Summer Launch — Paid Search", "Retargeting — Display", "Influencer Spring Collab", "Newsletter Sponsorship", "Brand Search Defense"])
+campChannelCol = Col("Channel", ["Paid Search", "Display", "Social", "Email", "Paid Search"])
+campStatusCol = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+campSpendCol = Col("Spend", ["$8,400", "$5,200", "$6,750", "$3,100", "$2,900"])
+campConvCol = Col("Conversions", ["1,240", "410", "680", "520", "310"])
+campRoasCol = Col("ROAS", ["6.2x", "2.8x", "3.9x", "4.1x", "3.3x"])
+campaignsFooter = TextContent("Total active spend: $26,350 · Avg ROAS: 4.1x · 3,160 total campaign conversions", "small")
+subscriberSection = Card([subscriberHeader, subscriberKpis, subscriberChart, subscriberCaption], "card", "column", "m")
+subscriberHeader = CardHeader("Email Subscriber Growth — This Month", "May 1–18 · Net new subscribers per day")
+subscriberKpis = Card([subTotalCard, subGrowthCard, subRateCard], "clear", "row", "s", "stretch", "between", true)
+subTotalCard = Card([subTotalLabel, subTotalValue], "sunk", "column", "s")
+subTotalLabel = TextContent("Total Subscribers", "small")
+subTotalValue = TextContent("24,850", "large-heavy")
+subGrowthCard = Card([subGrowthLabel, subGrowthValue], "sunk", "column", "s")
+subGrowthLabel = TextContent("Growth This Month", "small")
+subGrowthValue = TextContent("+1,240 (+5.2%)", "large-heavy")
+subRateCard = Card([subRateLabel, subRateValue], "sunk", "column", "s")
+subRateLabel = TextContent("Avg Daily Adds", "small")
+subRateValue = TextContent("69 / day", "large-heavy")
+subscriberChart = LineChart(["May 01", "May 03", "May 05", "May 07", "May 09", "May 11", "May 13", "May 15", "May 17", "May 18"], [subscriberSeries], "natural", "Date", "Net New")
+subscriberSeries = Series("Net New Subscribers", [45, 52, 48, 61, 58, 72, 142, 68, 75, 82])
+subscriberCaption = TextContent("Spike of +142 on May 13 after Summer Launch email blast · On track to exceed April (+1,080)", "small")
+footerExport = Card([footerHeader, footerButtons, footerNote], "sunk", "column", "m")
+footerHeader = TextContent("Export & Share This Report", "small-heavy")
+footerButtons = Buttons([footerPdfBtn, footerCsvBtn, footerScheduleBtn])
+footerPdfBtn = Button("Export Report as PDF")
+footerCsvBtn = Button("Export Data as CSV", null, "secondary")
+footerScheduleBtn = Button("Schedule Weekly Email", null, "tertiary")
+footerNote = TextContent("Exports include all charts, tables, and your selected date range. Scheduled emails send every Monday at 9am.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..d82717f2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-marketing__r4.txt
@@ -0,0 +1,71 @@
+root = Card([header, controls, kpiRow, visitorsSection, metricsRow, trafficSection, campaignsSection, footerNote], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Aug 11 – Aug 18, 2026 • All channels • Auto-refresh hourly")
+controls = Card([dateForm, exportGroup], "clear", "row", "m", "center", "between", true)
+dateForm = Form("date-controls", dateFormBtns, [rangeField, presetField])
+rangeField = FormControl("Date range", rangePicker)
+rangePicker = DatePicker("date_range", "range", null, ["2026-07-19", "2026-08-18"])
+presetField = FormControl("Quick select", presetSelect)
+presetSelect = Select("preset", [preset7, preset30, preset90, presetQ], "Last 30 days", null, "last_30", "small")
+preset7 = SelectItem("last_7", "Last 7 days")
+preset30 = SelectItem("last_30", "Last 30 days")
+preset90 = SelectItem("last_90", "Last 90 days")
+presetQ = SelectItem("quarter", "This quarter")
+dateFormBtns = Buttons([applyBtn])
+applyBtn = Button("Apply", null, "primary")
+exportGroup = Buttons([exportPdfBtn, exportCsvBtn])
+exportPdfBtn = Button("Export Report — PDF", null, "secondary")
+exportCsvBtn = Button("Export CSV", null, "tertiary")
+kpiRow = Card([kpiVisitorsCard, kpiConversionCard, kpiSubscribersCard], "clear", "row", "m", "stretch", "between", true)
+kpiVisitorsCard = Card([kpiVisitorsLabel, kpiVisitorsValue, kpiVisitorsTrend], "sunk", "column", "s")
+kpiVisitorsLabel = TextContent("Total Visitors — Last 30 Days", "small")
+kpiVisitorsValue = Heading("98,420", "h2")
+kpiVisitorsTrend = TextContent("▲ 12.4% vs previous 30 days • Avg 3,281 / day", "small")
+kpiConversionCard = Card([kpiConvLabel, kpiConvValue, kpiConvProgress], "sunk", "column", "s")
+kpiConvLabel = TextContent("Conversion Rate", "small")
+kpiConvValue = Heading("3.82%", "h2")
+kpiConvProgress = Progress(84.9, "Goal: 4.5% — 84.9% to target")
+kpiSubscribersCard = Card([kpiSubLabel, kpiSubValue, kpiSubTrend], "sunk", "column", "s")
+kpiSubLabel = TextContent("Email Subscribers — This Month", "small")
+kpiSubValue = Heading("24,850", "h2")
+kpiSubTrend = TextContent("▲ +1,240 (+5.2%) in August • +18.7% YoY", "small")
+visitorsSection = Card([visitorsHeader, visitorsChart, visitorsCaption], "card", "column", "m")
+visitorsHeader = CardHeader("Site Visitors — Last 30 Days", "Daily unique visitors • Jul 19 – Aug 18, 2026")
+visitorsChart = AreaChart(["Jul 19", "Jul 21", "Jul 23", "Jul 25", "Jul 27", "Jul 29", "Jul 31", "Aug 02", "Aug 04", "Aug 06", "Aug 08", "Aug 10", "Aug 12", "Aug 14", "Aug 16", "Aug 18"], [visitorsSeries], "natural", "Date", "Visitors")
+visitorsSeries = Series("Visitors", [2150, 2280, 2510, 2840, 3020, 3180, 2950, 3320, 3580, 3760, 3890, 3650, 4020, 4280, 4520, 4380])
+visitorsCaption = TextContent("Peak: 4,520 on Aug 16 (Summer Sale email) • 7-day moving avg +9.1% WoW • Weekends avg 18% lower than weekdays", "small")
+metricsRow = Card([conversionDetailCard, subscriberGrowthCard], "clear", "row", "m", "stretch", "between", true)
+conversionDetailCard = Card([convHeader, convBig, convProgressDetail, convBreakdown], "card", "column", "m")
+convHeader = CardHeader("Conversion Rate", "Visitors → Converted leads / purchases")
+convBig = Heading("3.82% overall (+0.31pp WoW)", "h3")
+convProgressDetail = Progress(84.9, "84.9% of 4.5% monthly goal")
+convBreakdown = Table([convMetricCol, convValueCol, convChangeCol])
+convMetricCol = Col("Funnel Stage", ["Overall", "Landing Page", "Checkout", "Email CTA"])
+convValueCol = Col("Rate", ["3.82%", "5.10%", "68.4%", "4.90%"])
+convChangeCol = Col("WoW Change", ["+0.31pp", "+0.42pp", "+1.20pp", "+0.80pp"])
+subscriberGrowthCard = Card([subHeader, subChart, subStats], "card", "column", "m")
+subHeader = CardHeader("Email Subscriber Growth — This Month", "Aug 1–18 vs July • Net new subscribers")
+subChart = LineChart(["Aug 01", "Aug 03", "Aug 05", "Aug 07", "Aug 09", "Aug 11", "Aug 13", "Aug 15", "Aug 18"], [subSeries], "natural", "Date", "Subscribers")
+subSeries = Series("Total Subscribers", [23610, 23780, 23950, 24120, 24280, 24400, 24590, 24720, 24850])
+subStats = TextContent("18-day growth: +1,240 • Projected month-end: ~26,100 • Churn 0.9% • Unsubscribe 0.4%", "small")
+trafficSection = Card([trafficHeader, trafficContent], "card", "column", "m")
+trafficHeader = CardHeader("Top 5 Traffic Sources — Share of Visits", "Last 30 days • 98,420 total visits")
+trafficContent = Card([trafficChartCard, trafficTable], "clear", "row", "m", "center", "between", true)
+trafficChartCard = Card([trafficPie], "clear", "column", "s")
+trafficPie = PieChart(["Organic Search", "Paid Search", "Direct", "Social", "Email"], [38, 24, 18, 12, 8], "donut", "circular")
+trafficTable = Table([sourceCol, visitsCol, shareCol, changeCol])
+sourceCol = Col("Source", ["Organic Search", "Paid Search", "Direct", "Social", "Email"])
+visitsCol = Col("Visits", ["37,400", "23,621", "17,716", "11,810", "7,873"])
+shareCol = Col("Share", ["38.0%", "24.0%", "18.0%", "12.0%", "8.0%"])
+changeCol = Col("WoW", ["+4.2%", "+1.1%", "-0.8%", "+6.5%", "+9.3%"])
+campaignsSection = Card([campaignsHeader, bestCampaignCallout, campaignsTable, campaignsFooter], "card", "column", "m")
+campaignsHeader = CardHeader("Running Campaigns — Spend & Performance", "5 active • $31,250 spent of $43,000 monthly budget • Updated 2 hours ago")
+bestCampaignCallout = Callout("success", "Best Performing Campaign: Summer Sale — Retargeting", "ROAS 6.2× • $8,400 spend → $52,080 revenue • CTR 4.8% • Conversion 5.9% • 2.1× above account average. Recommended action: increase budget +20% ($1,680).")
+campaignsTable = Table([campNameCol, channelCol, statusCol, spendCol, roasCol, convCol])
+campNameCol = Col("Campaign", ["Summer Sale — Retargeting", "Back to School — Prospecting", "Newsletter Sponsorship", "Brand Search — Always On", "Instagram Reels — UGC"])
+channelCol = Col("Channel", ["Meta + Display", "Google / Meta", "Email Network", "Google Search", "Instagram"])
+statusCol = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+spendCol = Col("Spend", ["$8,400", "$7,200", "$4,100", "$6,750", "$4,800"])
+roasCol = Col("ROAS", ["6.2×", "3.8×", "4.5×", "3.1×", "2.9×"])
+convCol = Col("Conv. Rate", ["5.9%", "3.4%", "4.1%", "2.8%", "3.0%"])
+campaignsFooter = TextContent("Total active spend: $31,250 • Pacing 72.7% • Best performer highlighted above drives 34% of conversions on 27% of spend", "small")
+footerNote = TextContent("Use date range above to filter all charts • Export includes all tables, charts and the best performer callout • Next auto-refresh: Today 5:00 PM", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..12acaff45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r1.txt
@@ -0,0 +1,69 @@
+root = Card([header, kpiRow, analyticsRow, filterCard, recentHeader, ordersTable, fulfillCard, footerNote], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monday, May 13 • Live as of 2:47 PM ET • Auto-refreshes every 60s")
+kpiRow = Card([ordersTodayCard, revenueTodayCard, aovCard, refundCard], "clear", "row", "m", "stretch", "between", true)
+ordersTodayCard = Card([ordersTodayLabel, ordersTodayValue, ordersTodayTrend], "sunk", "column", "s")
+ordersTodayLabel = TextContent("Orders placed today", "small")
+ordersTodayValue = Heading("247", "h1")
+ordersTodayTrend = TextContent("▲ 12% vs yesterday • 18 pending fulfillment", "small")
+revenueTodayCard = Card([revenueLabel, revenueValue, revenueTrend], "sunk", "column", "s")
+revenueLabel = TextContent("Revenue today", "small")
+revenueValue = Heading("$18,420", "h1")
+revenueTrend = TextContent("▲ 8.4% vs yesterday", "small")
+aovCard = Card([aovLabel, aovValue, aovTrend], "sunk", "column", "s")
+aovLabel = TextContent("Average order value", "small")
+aovValue = Heading("$74.57", "h1")
+aovTrend = TextContent("$18,420 ÷ 247 orders • ▲ $3.20 vs yesterday", "small")
+refundCard = Card([refundLabel, refundValue, refundTrend], "sunk", "column", "s")
+refundLabel = TextContent("Refund rate this month", "small")
+refundValue = Heading("2.8%", "h1")
+refundTrend = TextContent("43 refunds / 1,536 orders • ▼ 0.4pp vs April", "small")
+analyticsRow = Card([volumeCard, statusCard], "clear", "row", "m", "stretch", "between", true)
+volumeCard = Card([volumeHeader, volumeChart, volumeCaption], "sunk", "column", "m")
+volumeHeader = CardHeader("Order volume — past 4 weeks", "Total orders per week")
+volumeChart = BarChart(["Apr 22-28", "Apr 29-May 5", "May 6-12", "May 13-19*"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1342, 1589, 1476, 1623])
+volumeCaption = TextContent("* Current week to date (Mon–Tue). Projected ~1,850", "small")
+statusCard = Card([statusHeader, statusChart, statusCaption], "sunk", "column", "m")
+statusHeader = CardHeader("Orders by status today", "Distribution of 247 orders")
+statusChart = PieChart(["Processing", "Pending", "Shipped", "Fulfilled"], [112, 58, 42, 35], "donut", "circular")
+statusCaption = TextContent("112 Processing • 58 Pending • Use filters below to narrow", "small")
+filterCard = Card([filterHeader, opsForm], "clear", "column", "m")
+filterHeader = CardHeader("Recent orders", "Search by customer and filter by status")
+opsForm = Form("ops-filters", filterButtons, [customerField, statusField])
+customerField = FormControl("Search by customer name", customerInput, "Type to filter the table below")
+customerInput = Input("customer_search", "e.g. Sarah Chen", "text")
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status_filter", [allOpt, pendingOpt, processingOpt, shippedOpt, fulfilledOpt, cancelledOpt, refundedOpt], "All statuses")
+allOpt = SelectItem("all", "All statuses")
+pendingOpt = SelectItem("pending", "Pending")
+processingOpt = SelectItem("processing", "Processing")
+shippedOpt = SelectItem("shipped", "Shipped")
+fulfilledOpt = SelectItem("fulfilled", "Fulfilled")
+cancelledOpt = SelectItem("cancelled", "Cancelled")
+refundedOpt = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Apply filters", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+recentHeader = TextContent("Showing 8 most recent orders • Sorted by newest first", "small")
+ordersTable = Table([idCol, customerCol, totalCol, statusCol, actionCol])
+idCol = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477", "#10476", "#10475"])
+customerCol = Col("Customer", ["Sarah Chen", "Marcus Webb", "Priya Desai", "James Park", "Elena Rossi", "David Kim", "Aisha Johnson", "Carlos Mendez"])
+totalCol = Col("Total", ["$129.00", "$84.50", "$212.30", "$56.99", "$342.15", "$19.99", "$178.00", "$94.25"])
+statusCol = Col("Status", ["Processing", "Pending", "Shipped", "Processing", "Pending", "Fulfilled", "Processing", "Cancelled"])
+actionCol = Col("Action", ["Mark fulfilled", "Mark fulfilled", "View", "Mark fulfilled", "Mark fulfilled", "View", "Mark fulfilled", "View"], "action")
+fulfillCard = Card([fulfillHeader, fulfillForm], "sunk", "column", "m")
+fulfillHeader = CardHeader("Fulfillment action", "Mark an order as fulfilled without leaving the desk")
+fulfillForm = Form("fulfill-order", fulfillButtons, [orderSelectField, noteField])
+orderSelectField = FormControl("Select order to fulfill", orderSelect, "Only Pending / Processing orders can be fulfilled")
+orderSelect = Select("order_id", [o1, o2, o3, o4, o5], "Choose order ID")
+o1 = SelectItem("10482", "#10482 — Sarah Chen ($129.00) • Processing")
+o2 = SelectItem("10481", "#10481 — Marcus Webb ($84.50) • Pending")
+o3 = SelectItem("10479", "#10479 — James Park ($56.99) • Processing")
+o4 = SelectItem("10478", "#10478 — Elena Rossi ($342.15) • Pending")
+o5 = SelectItem("10476", "#10476 — Aisha Johnson ($178.00) • Processing")
+noteField = FormControl("Fulfillment note (optional)", noteInput, "Tracking number or internal note")
+noteInput = Input("fulfillment_note", "e.g. UPS 1Z999AA10123456784", "text")
+fulfillButtons = Buttons([fulfillBtn, viewDetailsBtn])
+fulfillBtn = Button("Mark as Fulfilled", null, "primary")
+viewDetailsBtn = Button("View order details", null, "secondary")
+footerNote = TextContent("Tip: Combine search + status filter to find orders fast. Marking fulfilled updates the table, decrements pending count, and logs the action for audit.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..88c2aeab7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r2.txt
@@ -0,0 +1,72 @@
+root = Card([header, kpiGrid, volumeSection, filterSection, ordersSection, fulfillSection], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monday, 18 Aug 2026 • 14:32 UTC • Live ops view")
+kpiGrid = Card([kpiOrders, kpiRevenue, kpiAov, kpiRefund], "clear", "row", "m")
+kpiOrders = Card([kpiOrdersTitle, kpiOrdersValue, kpiOrdersTrend], "card", "column", "xs")
+kpiOrdersTitle = TextContent("Orders placed today", "small")
+kpiOrdersValue = TextContent("342", "large-heavy")
+kpiOrdersTrend = TextContent("▲ 12% vs yesterday • 18 pending fulfillment", "small")
+kpiRevenue = Card([kpiRevenueTitle, kpiRevenueValue, kpiRevenueTrend], "card", "column", "xs")
+kpiRevenueTitle = TextContent("Revenue today", "small")
+kpiRevenueValue = TextContent("$28,450.00", "large-heavy")
+kpiRevenueTrend = TextContent("▲ 8.4% vs yesterday • via 342 orders", "small")
+kpiAov = Card([kpiAovTitle, kpiAovValue, kpiAovTrend], "card", "column", "xs")
+kpiAovTitle = TextContent("Average order value", "small")
+kpiAovValue = TextContent("$83.19", "large-heavy")
+kpiAovTrend = TextContent("$28,450 ÷ 342 orders • +1.2% WoW", "small")
+kpiRefund = Card([kpiRefundTitle, kpiRefundValue, kpiRefundTrend], "sunk", "column", "xs")
+kpiRefundTitle = TextContent("Refund rate this month", "small")
+kpiRefundValue = TextContent("2.4%", "large-heavy")
+kpiRefundTrend = TextContent("34 refunds / 1,422 orders in Aug • target <3% ✓", "small")
+volumeSection = Card([volumeHeader, volumeChart, volumeFooter], "sunk", "column", "m")
+volumeHeader = CardHeader("Order volume — past 4 weeks", "Total orders per week (Mon–Sun)")
+volumeChart = BarChart(["21–27 Jul", "28 Jul–3 Aug", "4–10 Aug", "11–17 Aug"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1248, 1392, 1510, 1422])
+volumeFooter = TextContent("4-week total: 5,572 orders • Peak: 1,510 (4–10 Aug) • Avg: 1,393 / week", "small")
+filterSection = Card([filterHeader, filterDesc, filterForm, statusLegend], "card", "column", "m")
+filterHeader = Heading("Find & narrow orders", "h3")
+filterDesc = TextContent("Use status and customer name to filter the recent orders table below. Filters combine — e.g. Pending + 'Sarah'.", "small")
+filterForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [statusAll, statusPending, statusProcessing, statusFulfilled, statusRefunded, statusCancelled], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusProcessing = SelectItem("processing", "Processing")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusRefunded = SelectItem("refunded", "Refunded")
+statusCancelled = SelectItem("cancelled", "Cancelled")
+searchField = FormControl("Search by customer name", searchInput, "Case-insensitive match on customer column")
+searchInput = Input("customer_search", "e.g. Sarah Chen", "text")
+filterButtons = Buttons([applyBtn, clearBtn], "row")
+applyBtn = Button("Apply filters", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+statusLegend = TagBlock(["Pending: 3", "Processing: 2", "Fulfilled: 1", "Refunded: 1", "Cancelled: 1"])
+ordersSection = Card([ordersHeader, ordersTable, ordersMeta, ordersPagination], "card", "column", "m")
+ordersHeader = CardHeader("Recent orders", "8 most recent • sorted by newest first • filtered view")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#88421", "#88420", "#88419", "#88418", "#88417", "#88416", "#88415", "#88414"])
+colCustomer = Col("Customer", ["Sarah Chen", "Marcus Reid", "Aisha Khan", "Daniel Park", "Elena Rossi", "James Whitaker", "Priya Nair", "Liam O'Connell"])
+colTotal = Col("Total", ["$142.50", "$89.00", "$210.75", "$56.20", "$320.00", "$45.99", "$178.30", "$92.40"])
+colStatus = Col("Status", ["Pending", "Processing", "Pending", "Fulfilled", "Processing", "Refunded", "Pending", "Cancelled"])
+ordersMeta = TextContent("Showing 8 of 342 orders today • Search 'Sarah' → 1 match (#88421) • Status 'Pending' → 3 matches", "small")
+ordersPagination = PaginationBlock(1, 43)
+fulfillSection = Card([fulfillHeader, fulfillDesc, fulfillForm, fulfillQuickRow], "card", "column", "m")
+fulfillHeader = Heading("Mark an order fulfilled", "h3")
+fulfillDesc = TextContent("Select a Pending or Processing order and confirm fulfillment. This updates status, triggers shipping email, and removes it from the fulfillment queue.", "small")
+fulfillForm = Form("fulfill-action", fulfillButtons, [fulfillOrderField])
+fulfillOrderField = FormControl("Choose order to fulfill", fulfillOrderSelect, "Only Pending / Processing orders are listed")
+fulfillOrderSelect = Select("order_id", [fulfillOpt1, fulfillOpt2, fulfillOpt3, fulfillOpt4, fulfillOpt5], "Select order ID")
+fulfillOpt1 = SelectItem("#88421", "#88421 — Sarah Chen — $142.50 — Pending")
+fulfillOpt2 = SelectItem("#88420", "#88420 — Marcus Reid — $89.00 — Processing")
+fulfillOpt3 = SelectItem("#88419", "#88419 — Aisha Khan — $210.75 — Pending")
+fulfillOpt4 = SelectItem("#88417", "#88417 — Elena Rossi — $320.00 — Processing")
+fulfillOpt5 = SelectItem("#88415", "#88415 — Priya Nair — $178.30 — Pending")
+fulfillButtons = Buttons([fulfillBtn, fulfillCancelBtn], "row")
+fulfillBtn = Button("Mark as Fulfilled", null, "primary")
+fulfillCancelBtn = Button("Cancel", null, "tertiary")
+fulfillQuickRow = Card([fulfillQuickText, fulfillDialog], "clear", "row", "m")
+fulfillQuickText = TextContent("Or use quick action with confirmation:", "small")
+fulfillDialog = DialogBlock("Quick fulfill #88421", "Confirm fulfillment", "Mark order #88421 (Sarah Chen — $142.50) as Fulfilled? A shipping confirmation will be sent to sarah.chen@email.com and inventory will be decremented.", [fulfillDialogInfo, fulfillDialogButtons], "secondary")
+fulfillDialogInfo = Callout("info", "Fulfillment check", "Order contains 3 items — all in stock at main warehouse. Tracking will be generated on confirm.")
+fulfillDialogButtons = Buttons([confirmFulfillBtn, keepPendingBtn], "row")
+confirmFulfillBtn = Button("Confirm — Fulfill #88421", null, "primary")
+keepPendingBtn = Button("Keep Pending", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..549ac0946
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r3.txt
@@ -0,0 +1,63 @@
+root = Card([header, kpiRow, chartCard, sep1, filterCard, ordersCard, sep2, fulfillCard], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monday, May 12 • Live • All metrics refresh every 5 minutes")
+kpiRow = Card([kpiOrdersCard, kpiRevenueCard, kpiAovCard, kpiRefundCard], "sunk", "row", "m", "stretch", "between", true)
+kpiOrdersCard = Card([kpiOrdersLabel, kpiOrdersValue, kpiOrdersTrend], "card", "column", "xs")
+kpiOrdersLabel = TextContent("Orders placed today", "small")
+kpiOrdersValue = Heading("184", "h2")
+kpiOrdersTrend = Badge("↑ 12% vs yesterday", "secondary")
+kpiRevenueCard = Card([kpiRevenueLabel, kpiRevenueValue, kpiRevenueTrend], "card", "column", "xs")
+kpiRevenueLabel = TextContent("Revenue today", "small")
+kpiRevenueValue = Heading("$14,826", "h2")
+kpiRevenueTrend = Badge("↑ 8.4% vs yesterday", "secondary")
+kpiAovCard = Card([kpiAovLabel, kpiAovValue, kpiAovTrend], "card", "column", "xs")
+kpiAovLabel = TextContent("Average order value", "small")
+kpiAovValue = Heading("$80.58", "h2")
+kpiAovTrend = Badge("$80.58 avg • 184 orders", "outline")
+kpiRefundCard = Card([kpiRefundLabel, kpiRefundValue, kpiRefundTrend], "card", "column", "xs")
+kpiRefundLabel = TextContent("Refund rate this month", "small")
+kpiRefundValue = Heading("2.4%", "h2")
+kpiRefundTrend = Badge("↓ 0.6% vs last month • 37 refunds", "secondary")
+chartCard = Card([chartHeader, volumeChart, chartCaption], "card", "column", "s")
+chartHeader = CardHeader("Order volume • Past 4 weeks", "Total orders fulfilled + pending per week")
+volumeChart = BarChart(["Apr 15–21", "Apr 22–28", "Apr 29–May 5", "May 6–12"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1240, 1385, 1522, 1318])
+chartCaption = TextContent("Peak: 1,522 orders (Apr 29–May 5) • Current week on track for ~1,480", "small")
+sep1 = Separator("horizontal", true)
+filterCard = Card([filterHeader, filterForm], "card", "column", "m")
+filterHeader = CardHeader("Find orders", "Narrow the recent orders list by status or customer name")
+filterForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [optAll, optPending, optProcessing, optFulfilled, optRefunded, optCancelled], "All statuses")
+optAll = SelectItem("all", "All statuses")
+optPending = SelectItem("pending", "Pending")
+optProcessing = SelectItem("processing", "Processing")
+optFulfilled = SelectItem("fulfilled", "Fulfilled")
+optRefunded = SelectItem("refunded", "Refunded")
+optCancelled = SelectItem("cancelled", "Cancelled")
+searchField = FormControl("Search by customer name", searchInput, "Filters the table below in real time")
+searchInput = Input("customer_search", "e.g. Sarah Chen, Marcus Johnson...", "text")
+filterButtons = Buttons([applyBtn, clearBtn], "row")
+applyBtn = Button("Apply filters", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+ordersCard = Card([ordersHeader2, recentTable, tableHelper], "card", "column", "s")
+ordersHeader2 = CardHeader("Recent orders", "8 most recent • Sorted by newest first")
+recentTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477", "#10476", "#10475"])
+colCustomer = Col("Customer", ["Sarah Chen", "Marcus Johnson", "Emily Rodriguez", "David Kim", "Olivia Smith", "James Wilson", "Ava Thompson", "Liam Brown"])
+colTotal = Col("Total", ["$128.50", "$64.00", "$212.30", "$45.99", "$189.00", "$32.50", "$98.75", "$156.20"])
+colStatus = Col("Status", ["Processing", "Pending", "Fulfilled", "Pending", "Processing", "Refunded", "Pending", "Processing"])
+tableHelper = TextContent("Use status filter and customer search above to narrow results. Select an order below to mark fulfilled.", "small")
+sep2 = Separator("horizontal", true)
+fulfillCard = Card([fulfillHeader, fulfillForm], "sunk", "column", "m")
+fulfillHeader = CardHeader("Fulfillment action", "Mark a pending or processing order as fulfilled")
+fulfillForm = Form("fulfill-action", fulfillButtons, [fulfillField])
+fulfillField = FormControl("Order to fulfill", fulfillSelect, "Only Pending / Processing orders are listed")
+fulfillSelect = Select("fulfill_order_id", [f1, f2, f3, f4, f5], "Choose order")
+f1 = SelectItem("#10482", "#10482 — Sarah Chen • $128.50 • Processing")
+f2 = SelectItem("#10481", "#10481 — Marcus Johnson • $64.00 • Pending")
+f3 = SelectItem("#10479", "#10479 — David Kim • $45.99 • Pending")
+f4 = SelectItem("#10478", "#10478 — Olivia Smith • $189.00 • Processing")
+f5 = SelectItem("#10476", "#10476 — Ava Thompson • $98.75 • Pending")
+fulfillButtons = Buttons([fulfillBtn, viewBtn], "row")
+fulfillBtn = Button("Mark as Fulfilled", null, "primary")
+viewBtn = Button("View details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..8a92d3b87
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-orders__r4.txt
@@ -0,0 +1,90 @@
+root = Card([header, kpiRow, separator1, chartRow, separator2, controlsCard, ordersCard, fulfillCard], "clear", "column", "l", "stretch", "start", false)
+header = CardHeader("E-commerce Operations Desk", "Tuesday, May 13, 2026 • Live ops view • Last sync: 09:42 AM")
+kpiRow = Card([kpiOrders, kpiRevenue, kpiAov, kpiRefund], "clear", "row", "m", "stretch", "start", true)
+kpiOrders = Card([kpiOrdersLabel, kpiOrdersValue, kpiOrdersTrend, kpiOrdersBadge], "card", "column", "s", "start", "start", false)
+kpiOrdersLabel = TextContent("1 — Orders placed today", "small")
+kpiOrdersValue = TextContent("247 orders", "large-heavy")
+kpiOrdersTrend = TextContent("▲ 12.3% vs yesterday • 18 pending fulfillment", "small")
+kpiOrdersBadge = Badge("Live today", "secondary")
+kpiRevenue = Card([kpiRevenueLabel, kpiRevenueValue, kpiRevenueTrend, kpiRevenueBadge], "card", "column", "s", "start", "start", false)
+kpiRevenueLabel = TextContent("2 — Revenue today", "small")
+kpiRevenueValue = TextContent("$18,420.75", "large-heavy")
+kpiRevenueTrend = TextContent("▲ $2,140 vs yesterday • Avg $74.57 per order", "small")
+kpiRevenueBadge = Badge("Net revenue", "secondary")
+kpiAov = Card([kpiAovLabel, kpiAovValue, kpiAovTrend, kpiAovBadge], "card", "column", "s", "start", "start", false)
+kpiAovLabel = TextContent("3 — Average order value", "small")
+kpiAovValue = TextContent("$74.57", "large-heavy")
+kpiAovTrend = TextContent("▲ 3.1% vs 7-day avg ($72.31) • High-value orders: 34", "small")
+kpiAovBadge = Badge("AOV", "outline")
+kpiRefund = Card([kpiRefundLabel, kpiRefundValue, kpiRefundProgress, kpiRefundTrend], "card", "column", "s", "start", "start", false)
+kpiRefundLabel = TextContent("7 — Refund rate this month", "small")
+kpiRefundValue = TextContent("2.8%", "large-heavy")
+kpiRefundProgress = Progress(2.8, "2.8% of 6,412 orders refunded in May • Target <3%")
+kpiRefundTrend = TextContent("▼ 0.4% vs April (3.2%) • 179 refunds • $11,240 refunded", "small")
+separator1 = Separator("horizontal", true)
+chartRow = Card([chartCard, chartInsightCard], "clear", "row", "m", "stretch", "start", true)
+chartCard = Card([chartHeader, volumeChart], "sunk", "column", "m", "stretch", "start", false)
+chartHeader = CardHeader("8 — Order volume — Past 4 weeks", "Total orders per week • Click bars for breakdown")
+volumeChart = BarChart(["Apr 14-20", "Apr 21-27", "Apr 28-May 4", "May 5-13"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1420, 1658, 1512, 1847])
+chartInsightCard = Card([insightHeader, insightText, insightList, insightAlert], "card", "column", "m", "start", "start", false)
+insightHeader = Heading("Trend insight", "h3")
+insightText = TextContent("Volume up +22% over 4 weeks. This week pacing for ~2,050 orders, highest this month.", "small")
+insightList = ListBlock([insightItem1, insightItem2, insightItem3], "number")
+insightItem1 = ListItem("Peak day: Monday May 12 — 298 orders", "Driven by Spring Sale campaign")
+insightItem2 = ListItem("Fulfillment backlog: 18 pending from today", "Avg processing time 4.2 hours")
+insightItem3 = ListItem("Refund correlation: Low (2.8%) despite volume spike", "Quality holding steady")
+insightAlert = Alert("Ops note", "Week 4 includes today (partial week). Projected full week exceeds forecast by 9%.", "info")
+separator2 = Separator("horizontal", true)
+controlsCard = Card([controlsHeader, controlsText, filterForm, quickFilters], "card", "column", "m", "stretch", "start", false)
+controlsHeader = CardHeader("Filter recent orders", "5 — Narrow by status • 6 — Search by customer name")
+controlsText = TextContent("Use both controls together — search filters within the selected status. Results update the table below.", "small")
+filterForm = Form("order-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search by customer name", searchInput, "Type any part of name — e.g. 'Alex', 'Patel', 'Chen'")
+searchInput = Input("customer_search", "Search customer... e.g. Sarah Chen")
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status_filter", [optAll, optPending, optProcessing, optFulfilled, optRefunded], "All statuses")
+optAll = SelectItem("all", "All statuses (7 orders)")
+optPending = SelectItem("pending", "Pending — 3 orders")
+optProcessing = SelectItem("processing", "Processing — 2 orders")
+optFulfilled = SelectItem("fulfilled", "Fulfilled — 1 order")
+optRefunded = SelectItem("refunded", "Refunded — 1 order")
+filterButtons = Buttons([filterBtn, clearBtn], "row")
+filterBtn = Button("Apply filters", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+quickFilters = TagBlock(["All: 7", "Pending: 3", "Processing: 2", "Fulfilled: 1", "Refunded: 1"])
+ordersCard = Card([ordersHeader, ordersTable, tableCallout, ordersActions], "card", "column", "m", "stretch", "start", false)
+ordersHeader = CardHeader("4 — Recent orders", "Showing 7 most recent • Sorted by newest • Actions update status instantly")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus, colAction])
+colId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477", "#10476"])
+colCustomer = Col("Customer", ["Sarah Chen", "Marcus Johnson", "Emily Rodriguez", "David Kim", "Alex Morgan", "Priya Patel", "James Wilson"])
+colTotal = Col("Total", ["$128.50", "$89.00", "$245.30", "$54.20", "$312.75", "$67.90", "$142.00"])
+colStatus = Col("Status", ["Pending", "Processing", "Pending", "Fulfilled", "Processing", "Refunded", "Pending"])
+colAction = Col("Action", ["Mark fulfilled", "Mark fulfilled", "Mark fulfilled", "View", "Mark fulfilled", "View", "Mark fulfilled"], "action")
+tableCallout = TextCallout("info", "How filtering works", "Status filter (5) narrows the list — e.g. choose 'Pending' to see 3 orders. Search (6) matches customer column — try 'Alex' to find Alex Morgan #10478.")
+ordersActions = Card([ordersActionsText, ordersButtons], "clear", "row", "s", "center", "between", true)
+ordersActionsText = TextContent("9 — Quick fulfill: Use row actions or the fulfillment panel below", "small")
+ordersButtons = Buttons([fulfillSelectedBtn, viewAllBtn], "row")
+fulfillSelectedBtn = Button("Mark selected fulfilled", null, "primary")
+viewAllBtn = Button("View all orders", null, "secondary")
+fulfillCard = Card([fulfillHeader, fulfillText, fulfillForm, fulfillDialogBlock], "sunk", "column", "m", "stretch", "start", false)
+fulfillHeader = CardHeader("9 — Mark an order fulfilled", "Update status and notify customer • Requires confirmation")
+fulfillText = TextContent("Select a Pending or Processing order to fulfill. This changes its status to Fulfilled and triggers a shipping confirmation email.", "small")
+fulfillForm = Form("fulfill-order", fulfillButtons, [fulfillIdField, fulfillNoteField])
+fulfillIdField = FormControl("Order ID to fulfill", fulfillIdSelect, "Only Pending / Processing orders are selectable")
+fulfillIdSelect = Select("fulfill_order_id", [fulfillIdOpt1, fulfillIdOpt2, fulfillIdOpt3, fulfillIdOpt4, fulfillIdOpt5], "Choose order...")
+fulfillIdOpt1 = SelectItem("#10482", "#10482 — Sarah Chen — $128.50 — Pending")
+fulfillIdOpt2 = SelectItem("#10480", "#10480 — Emily Rodriguez — $245.30 — Pending")
+fulfillIdOpt3 = SelectItem("#10476", "#10476 — James Wilson — $142.00 — Pending")
+fulfillIdOpt4 = SelectItem("#10481", "#10481 — Marcus Johnson — $89.00 — Processing")
+fulfillIdOpt5 = SelectItem("#10478", "#10478 — Alex Morgan — $312.75 — Processing")
+fulfillNoteField = FormControl("Tracking note (optional)", fulfillNoteInput, "Added to confirmation email")
+fulfillNoteInput = Input("tracking_note", "e.g. UPS 1Z999AA10123456784")
+fulfillButtons = Buttons([fulfillBtn, cancelFulfillBtn], "row")
+fulfillBtn = Button("Confirm fulfillment", null, "primary")
+cancelFulfillBtn = Button("Cancel", null, "tertiary")
+fulfillDialogBlock = DialogBlock("Open fulfillment confirmation", "Confirm fulfillment", "This will mark the order as Fulfilled, remove it from pending queue, and send customer notification. This action cannot be undone.", [dialogText, dialogButtons], "secondary")
+dialogText = TextContent("Double-check tracking and inventory before confirming. Refunded orders cannot be fulfilled.", "small")
+dialogButtons = Buttons([dialogConfirmBtn, dialogCancelBtn], "row")
+dialogConfirmBtn = Button("Yes, mark fulfilled", null, "primary")
+dialogCancelBtn = Button("Go back", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b3-server__r1.txt
new file mode 100644
index 000000000..a7eb5cb95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-server__r1.txt
@@ -0,0 +1,71 @@
+root = Card([header, controlBar, kpiRow, cpuMemCard, incidentsEndpointsRow, footerCallout], "clear", "column", "l")
+header = CardHeader("Service Health — On-Call Console", "api-prod • Last refresh: just now • On-call: you (Primary) • PagerDuty synced")
+controlBar = Card([regionForm, thresholdForm], "sunk", "row", "m", "start", "between", true)
+regionForm = Form("region-filter", regionFormButtons, [regionField])
+regionField = FormControl("5. Filter by region", regionSelect, "Narrow all metrics, incidents & endpoints to one region")
+regionSelect = Select("region", [optAll, optUse1, optEuw1, optUsw2, optAps1], "All Regions", null, "all")
+optAll = SelectItem("all", "All Regions (global)")
+optUse1 = SelectItem("us-east-1", "us-east-1")
+optEuw1 = SelectItem("eu-west-1", "eu-west-1")
+optUsw2 = SelectItem("us-west-2", "us-west-2")
+optAps1 = SelectItem("ap-southeast-1", "ap-southeast-1")
+regionFormButtons = Buttons([applyRegionBtn], "row")
+applyRegionBtn = Button("Apply region filter", null, "primary")
+thresholdForm = Form("alert-threshold", thresholdFormButtons, [thresholdSliderField, thresholdNotifyField])
+thresholdSliderField = FormControl("7. Error rate alert threshold", thresholdSlider, "Page on-call if breached for 5 min")
+thresholdSlider = Slider("error_threshold", "discrete", 0.5, 5, 0.5, [1.5], "Threshold %")
+thresholdNotifyField = FormControl("Notify via", notifySelect)
+notifySelect = Select("notify_via", [notifyPager, notifySlack, notifyBoth], "PagerDuty + Slack", null, "both")
+notifyPager = SelectItem("pagerduty", "PagerDuty only")
+notifySlack = SelectItem("slack", "Slack #incidents")
+notifyBoth = SelectItem("both", "PagerDuty + Slack")
+thresholdFormButtons = Buttons([saveThresholdBtn], "row")
+saveThresholdBtn = Button("Save threshold", null, "primary")
+kpiRow = Card([uptimeCard, errorCard, saturationCard], "clear", "row", "m", "stretch", "between", true)
+uptimeCard = Card([uptimeHeader, uptimeProgress, uptimeText, uptimeBadge, uptimeDetail], "card", "column", "s")
+uptimeHeader = CardHeader("1. Uptime this quarter", "Q3 2026 • SLO 99.9%")
+uptimeProgress = Progress(99.94, "99.94% uptime")
+uptimeText = TextContent("**99.94%** • 38 min downtime / 2,208 hrs • Budget remaining: 26 min", "large-heavy")
+uptimeBadge = Badge("SLO compliant", "secondary")
+uptimeDetail = TextContent("July 99.97% • Aug 99.92% • Sep MTD 99.94% • Best region: eu-west-1 (99.98%)", "small")
+errorCard = Card([errorHeader, errorValue, errorBadge, errorSub, errorTrend], "card", "column", "s")
+errorHeader = CardHeader("3. Error rate right now", "5xx + 4xx / total requests • 1-min window")
+errorValue = TextContent("**1.84%**", "large-heavy")
+errorBadge = Badge("WARNING — above 1.5% threshold", "destructive")
+errorSub = TextContent("1,248 errors / 67,842 requests • +0.42% vs 15 min ago", "small")
+errorTrend = TextContent("Threshold set at 1.5% — currently BREACHING", "small-heavy")
+saturationCard = Card([satHeader, satCpuRow, satMemRow, satCallout], "card", "column", "s")
+satHeader = CardHeader("Current saturation", "api-prod • us-east-1 • 12 pods")
+satCpuRow = TextContent("**CPU now:** 44% avg • peak 71% at 12:00 UTC", "default")
+satMemRow = TextContent("**Memory now:** 61% avg • peak 76% at 14:00 UTC", "default")
+satCallout = TextCallout("neutral", "No throttling", "CPU and memory well below 85% limit. No HPA scaling in progress.")
+cpuMemCard = Card([cpuMemHeader, cpuMemChart, cpuMemFooter], "card", "column", "m")
+cpuMemHeader = CardHeader("2. CPU and memory — past 24 hours", "Avg across fleet • sampled every 2h • filtered by selected region")
+cpuMemChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [cpuSeries, memSeries], "natural", "Time (UTC)", "% utilized")
+cpuSeries = Series("CPU %", [32, 28, 35, 42, 58, 67, 71, 68, 64, 59, 52, 44])
+memSeries = Series("Memory %", [54, 55, 57, 60, 62, 68, 74, 76, 73, 70, 66, 61])
+cpuMemFooter = TextContent("Peak CPU 71% at 12:00, peak Memory 76% at 14:00 — correlates with deploy #4821", "small")
+incidentsEndpointsRow = Card([incidentsCard, endpointsCard], "clear", "row", "m", "stretch", "between", true)
+incidentsCard = Card([incidentsHeader, incidentsTable, incidentsButtons], "card", "column", "m")
+incidentsHeader = CardHeader("4. Open incidents", "4 active • sorted by severity • region filtered")
+incidentsTable = Table([colIncId, colIncSev, colIncTitle, colIncRegion, colIncAge, colIncAction])
+colIncId = Col("ID", ["INC-2847", "INC-2849", "INC-2851", "INC-2852"])
+colIncSev = Col("Severity", ["Critical", "High", "Medium", "High"])
+colIncTitle = Col("Title", ["API latency spike", "Checkout 500s", "Webhook delivery delayed", "Auth token refresh failures"])
+colIncRegion = Col("Region", ["us-east-1", "eu-west-1", "us-west-2", "us-east-1"])
+colIncAge = Col("Opened", ["12 min ago", "47 min ago", "1h 22m ago", "2h 05m ago"])
+colIncAction = Col("Action", ["Acknowledge", "Acknowledge", "Acknowledge", "Acknowledge"], "action")
+incidentsButtons = Buttons([ackPrimaryBtn, ackSecondaryBtn, viewRunbookBtn], "row")
+ackPrimaryBtn = Button("8. Acknowledge INC-2847 (Critical)", null, "primary")
+ackSecondaryBtn = Button("Acknowledge all High", null, "secondary")
+viewRunbookBtn = Button("View runbook", null, "tertiary")
+endpointsCard = Card([endpointsHeader, endpointsChart, endpointsTable], "card", "column", "m")
+endpointsHeader = CardHeader("6. Five slowest endpoints", "p95 latency • last 15 min • ms")
+endpointsChart = HorizontalBarChart(["GET /checkout", "POST /payments", "GET /search", "GET /users/orders", "POST /webhooks"], [endpointsLatencySeries], "grouped", "Latency (ms)", "Endpoint")
+endpointsLatencySeries = Series("p95 latency", [842, 721, 654, 589, 512])
+endpointsTable = Table([colEpEndpoint, colEpLatency, colEpP95, colEpRegion])
+colEpEndpoint = Col("Endpoint", ["GET /api/v1/checkout", "POST /api/v1/payments/process", "GET /api/v1/search", "GET /api/v1/users/{id}/orders", "POST /api/v1/webhooks/deliver"])
+colEpLatency = Col("p95", ["842 ms", "721 ms", "654 ms", "589 ms", "512 ms"])
+colEpP95 = Col("p99", ["1,240 ms", "1,102 ms", "892 ms", "743 ms", "698 ms"])
+colEpRegion = Col("Worst region", ["us-east-1", "us-east-1", "eu-west-1", "us-west-2", "us-west-2"])
+footerCallout = Alert("On-call tip", "Region filter (5) applies to charts, incidents and endpoints. Set threshold (7) then acknowledge (8) to stop paging for the incident you own.", "info")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b3-server__r2.txt
new file mode 100644
index 000000000..17aa58ca0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-server__r2.txt
@@ -0,0 +1,98 @@
+root = Card([header, regionRow, kpiRow, cpuMemSection, incidentsCard, endpointsCard, configRow, footerNote])
+header = CardHeader("Service Health — On-Call View", "API Gateway • Primary: us-east-1 • Last refresh: 14:32 UTC • On-call: you")
+regionRow = Card([regionFilterForm, liveMeta], "sunk", "row", "m", "center", "between")
+regionFilterForm = Form("region-filter", regionFilterButtons, [regionSelectControl])
+regionSelectControl = FormControl("Region filter", regionSelect, "Narrow all metrics, incidents and endpoints to one region")
+regionSelect = Select("region", [regionAll, regionUse1, regionUsw2, regionEuw1, regionAps1], "All regions", null, "all", "medium")
+regionAll = SelectItem("all", "All regions — Global view")
+regionUse1 = SelectItem("us-east-1", "us-east-1 (N. Virginia)")
+regionUsw2 = SelectItem("us-west-2", "us-west-2 (Oregon)")
+regionEuw1 = SelectItem("eu-west-1", "eu-west-1 (Dublin)")
+regionAps1 = SelectItem("ap-south-1", "ap-south-1 (Mumbai)")
+regionFilterButtons = Buttons([applyRegionBtn, clearRegionBtn])
+applyRegionBtn = Button("Apply filter", null, "primary", "normal", "medium")
+clearRegionBtn = Button("Reset", null, "secondary", "normal", "medium")
+liveMeta = Badge("● LIVE — 5s refresh", "secondary")
+kpiRow = Card([uptimeCard, errorRateCard, burnCard], "clear", "row", "m", "stretch", "between")
+uptimeCard = Card([uptimeLabel, uptimeValue, uptimeProgress, uptimeDetail], "card", "column", "s", "start", "start")
+uptimeLabel = TextContent("Uptime this quarter (Q3 2026)", "small-heavy")
+uptimeValue = Heading("99.92%", "h1")
+uptimeProgress = Progress(99.92, "83d 14h up / 42 min down • SLO 99.9%")
+uptimeDetail = TextContent("July 99.98% • Aug 99.89% • Sep MTD 99.92% • 2 incidents this quarter", "small")
+errorRateCard = Card([errorLabel, errorValueRow, errorDetail, errorSub], "card", "column", "s", "start", "start")
+errorLabel = TextContent("Error rate — right now", "small-heavy")
+errorValueRow = Card([errorValue, errorBadge], "clear", "row", "s", "center", "start")
+errorValue = Heading("1.84%", "h1")
+errorBadge = Badge("ELEVATED", "destructive")
+errorDetail = TextContent("1,247 errors / 67,821 req (5 min window)", "small-heavy")
+errorSub = TextContent("+0.62% vs 1h ago • +1.12% vs 24h avg • Threshold: 1.50%", "small")
+burnCard = Card([burnLabel, burnValue, burnCallout, burnDetail], "card", "column", "s", "start", "start")
+burnLabel = TextContent("Error budget burn", "small-heavy")
+burnValue = Heading("2.1x", "h2")
+burnCallout = Callout("warning", "Burn rate accelerating", "28% of quarterly error budget consumed with 19 days remaining.")
+burnDetail = TextContent("At current rate, budget exhausts in ~8 days", "small")
+cpuMemSection = Card([cpuMemHeader, cpuMemChart, cpuMemFooter], "card", "column", "m", "start", "start")
+cpuMemHeader = CardHeader("CPU & Memory — Past 24 hours", "Average across 18 nodes in selected region • 5 min resolution")
+cpuMemChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "Now"], [cpuSeries, memSeries], "natural", "Time (UTC)", "% Utilization")
+cpuSeries = Series("CPU", [32, 28, 24, 31, 45, 62, 71, 78, 66, 58, 61, 54, 52])
+memSeries = Series("Memory", [48, 47, 46, 48, 52, 61, 65, 68, 66, 64, 63, 60, 59])
+cpuMemFooter = TextContent("Peak CPU 78.4% at 14:00 UTC during deploy • Peak Memory 68.2% at 14:00 • No OOM kills", "small")
+incidentsCard = Card([incidentsHeader, incidentsTable, incidentsActions, incidentsHint], "card", "column", "m", "start", "start")
+incidentsHeader = CardHeader("Open incidents", "4 active — sorted by severity • Filtered by region")
+incidentsTable = Table([incIdCol, incTitleCol, incSeverityCol, incRegionCol, incAgeCol, incStatusCol])
+incIdCol = Col("Incident", ["INC-2847", "INC-2849", "INC-2850", "INC-2832"], "string")
+incTitleCol = Col("Title", ["Elevated 5xx on checkout", "Latency spike /api/search", "Auth token refresh failures", "Intermittent DB replica lag"], "string")
+incSeverityCol = Col("Severity", ["Critical", "High", "High", "Medium"], "string")
+incRegionCol = Col("Region", ["us-east-1", "us-east-1", "eu-west-1", "us-west-2"], "string")
+incAgeCol = Col("Opened", ["18 min ago", "42 min ago", "1h 07m ago", "6h 22m ago"], "string")
+incStatusCol = Col("Status", ["Paging", "Investigating", "Investigating", "Monitoring"], "string")
+incidentsActions = Buttons([ackCriticalBtn, ackHighBtn, viewFeedBtn])
+ackCriticalBtn = Button("Acknowledge INC-2847", null, "primary", "normal", "medium")
+ackHighBtn = Button("Acknowledge INC-2849", null, "secondary", "normal", "medium")
+viewFeedBtn = Button("View full feed", null, "tertiary", "normal", "medium")
+incidentsHint = TextContent("Tip: Acknowledging stops paging and assigns the incident to you. Use the form below for other incidents.", "small")
+endpointsCard = Card([endpointsHeader, endpointsChart, endpointsTable], "card", "column", "m", "start", "start")
+endpointsHeader = CardHeader("5 Slowest Endpoints — p95 Latency", "Last 30 min • p95 latency • Filtered by region")
+endpointsChart = HorizontalBarChart(["POST /checkout", "GET /api/search", "POST /auth/refresh", "GET /api/cart", "GET /api/recommend"], [latencySeries], "grouped", "p95 Latency (ms)", "Endpoint")
+latencySeries = Series("p95 ms", [1840, 1120, 890, 760, 680])
+endpointsTable = Table([epNameCol, epLatencyCol, epP95Col, epRpsCol, epErrCol])
+epNameCol = Col("Endpoint", ["POST /checkout", "GET /api/search", "POST /auth/refresh", "GET /api/cart", "GET /api/recommend"], "string")
+epLatencyCol = Col("p95", ["1,840 ms", "1,120 ms", "890 ms", "760 ms", "680 ms"], "string")
+epP95Col = Col("p50", ["420 ms", "310 ms", "210 ms", "180 ms", "155 ms"], "string")
+epRpsCol = Col("RPS", ["142", "890", "310", "560", "420"], "string")
+epErrCol = Col("Error %", ["4.2%", "1.1%", "2.8%", "0.4%", "0.3%"], "string")
+configRow = Card([thresholdCard, acknowledgeCard], "clear", "row", "m", "stretch", "between")
+thresholdCard = Card([thresholdHeader, thresholdForm], "sunk", "column", "m", "start", "start")
+thresholdHeader = CardHeader("Set alert threshold", "Configure when to trigger a page")
+thresholdForm = Form("alert-thresholds", thresholdButtons, [errorThresholdControl, latencyThresholdControl, notifyControl])
+errorThresholdControl = FormControl("Error rate threshold", errorSlider, "Page if 5-min error rate exceeds this value")
+errorSlider = Slider("error_threshold", "discrete", 0, 5, 0.25, [1.5], "Error %", null, [1.5])
+latencyThresholdControl = FormControl("p95 latency threshold", latencySelect, "Page if any top endpoint exceeds this p95")
+latencySelect = Select("latency_threshold", [lat800, lat1000, lat1500, lat2000], "Select threshold", null, "1000", "medium")
+lat800 = SelectItem("800", "800 ms")
+lat1000 = SelectItem("1000", "1,000 ms — current")
+lat1500 = SelectItem("1500", "1,500 ms")
+lat2000 = SelectItem("2000", "2,000 ms")
+notifyControl = FormControl("Notify via", notifyRadio, "Where to send the page")
+notifyRadio = RadioGroup("notify_channel", [notifyPager, notifySlack, notifyBoth], "both")
+notifyPager = RadioItem("PagerDuty only", "Page via PagerDuty", "pagerduty")
+notifySlack = RadioItem("Slack only", "#incidents channel", "slack")
+notifyBoth = RadioItem("Both", "PagerDuty + Slack", "both")
+thresholdButtons = Buttons([saveThresholdBtn, testAlertBtn])
+saveThresholdBtn = Button("Save thresholds", null, "primary", "normal", "medium")
+testAlertBtn = Button("Send test alert", null, "secondary", "normal", "medium")
+acknowledgeCard = Card([ackHeader, ackForm], "card", "column", "m", "start", "start")
+ackHeader = CardHeader("Acknowledge incident", "Claim ownership and stop paging escalation")
+ackForm = Form("ack-form", ackButtons, [ackIncidentControl, ackNoteControl])
+ackIncidentControl = FormControl("Incident to acknowledge", ackSelect, "Choose an open incident from the table above")
+ackSelect = Select("incident_id", [ackOpt2847, ackOpt2849, ackOpt2850, ackOpt2832], "Select incident", null, null, "medium")
+ackOpt2847 = SelectItem("INC-2847", "INC-2847 — Critical — Elevated 5xx on checkout")
+ackOpt2849 = SelectItem("INC-2849", "INC-2849 — High — Latency spike /api/search")
+ackOpt2850 = SelectItem("INC-2850", "INC-2850 — High — Auth token refresh failures")
+ackOpt2832 = SelectItem("INC-2832", "INC-2832 — Medium — DB replica lag")
+ackNoteControl = FormControl("Note (optional)", ackNote, "Visible in timeline — e.g. 'Investigating, rolling back deploy'")
+ackNote = TextArea("ack_note", "Taking ownership — checking checkout service logs...", 3, null, "")
+ackButtons = Buttons([confirmAckBtn, escalateBtn])
+confirmAckBtn = Button("Acknowledge", null, "primary", "normal", "medium")
+escalateBtn = Button("Escalate", null, "tertiary", "normal", "medium")
+footerNote = TextContent("All times UTC • Data: Prometheus + PagerDuty • Uptime calculated from synthetic probes every 30s • Error rate = 5xx / total requests", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b3-server__r3.txt
new file mode 100644
index 000000000..80b6fff51
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-server__r3.txt
@@ -0,0 +1,87 @@
+root = Card([header, regionCard, kpiRow, cpuMemCard, incidentsCard, endpointsCard, thresholdCard, footerText], "clear", "column", "l")
+header = CardHeader("Service Health — On-Call Console", "api-gateway-prod • On-call: you • Updated 2 min ago • Region filter affects all panels below")
+regionCard = Card([regionHeader, regionForm], "card", "column", "m")
+regionHeader = CardHeader("Region Filter", "Narrow all metrics to a single region")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Select region", regionSelect, "Applies to uptime, CPU/memory, errors, incidents and endpoints")
+regionSelect = Select("region", [optAll, optUse1, optUsw2, optEuw1, optAps1], "All regions", null, "all")
+optAll = SelectItem("all", "All regions — Global view")
+optUse1 = SelectItem("us-east-1", "us-east-1 (N. Virginia)")
+optUsw2 = SelectItem("us-west-2", "us-west-2 (Oregon)")
+optEuw1 = SelectItem("eu-west-1", "eu-west-1 (Ireland)")
+optAps1 = SelectItem("ap-south-1", "ap-south-1 (Mumbai)")
+regionButtons = Buttons([applyRegionBtn, resetRegionBtn])
+applyRegionBtn = Button("Apply filter", null, "primary")
+resetRegionBtn = Button("Reset", null, "secondary")
+kpiRow = Card([uptimeCard, errorCard, loadCard], "clear", "row", "m", "stretch", "between", true)
+uptimeCard = Card([uptimeHeader, uptimeProgress, uptimeDetail, uptimeBadgeRow], "card", "column", "s")
+uptimeHeader = CardHeader("Uptime This Quarter", "Q3 2026 • Jul 1 — Sep 30 • 48 days elapsed")
+uptimeProgress = Progress(99.92, "99.92% uptime")
+uptimeDetail = TextContent("Downtime: 55m 12s • SLO: 99.90% • Error budget: 43m remaining (58% left) • Best day: 100% on Aug 12", "small")
+uptimeBadgeRow = TagBlock(["SLO: Met", "Quarter: Q3", "Budget: 58% left"])
+errorCard = Card([errorHeader, errorCallout, errorMetrics], "card", "column", "s")
+errorHeader = CardHeader("Error Rate — Right Now", "Rolling 5-min window • 14:37 UTC")
+errorCallout = Callout("warning", "0.84% error rate", "Elevated — above 0.50% threshold. 342 errors / 40,712 requests")
+errorMetrics = TextContent("5xx: 0.61% • 4xx: 0.23% • Timeout: 0.11% • Trend: ↑ +0.22% vs 1h ago", "small")
+loadCard = Card([loadHeader, loadStats, loadTags], "card", "column", "s")
+loadHeader = CardHeader("Current Saturation", "Live • us-east-1 filtered")
+loadStats = TextContent("CPU: 67% • Memory: 71% • Pods: 42/48 healthy • Restarts: 3 in 24h", "small-heavy")
+loadTags = TagBlock(["CPU: Normal", "Memory: Watch", "Pods: Degraded"])
+cpuMemCard = Card([cpuMemHeader, cpuMemChart, cpuMemFooter], "card", "column", "m")
+cpuMemHeader = CardHeader("CPU & Memory — Past 24 Hours", "1h avg • us-east-1 • All gateway pods")
+cpuMemChart = AreaChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"], [cpuSeries, memSeries], "natural", "Time (UTC)", "Utilization %")
+cpuSeries = Series("CPU %", [38, 42, 58, 72, 67, 64, 67])
+memSeries = Series("Memory %", [55, 57, 62, 68, 71, 70, 71])
+cpuMemFooter = TextContent("Peak CPU 78% at 13:20 UTC (deploy) • Peak Memory 74% at 15:45 UTC • No OOMKills in 24h", "small")
+incidentsCard = Card([incidentsHeader, incidentsTable, incidentsCallout, ackRow, acknowledgeForm], "card", "column", "m")
+incidentsHeader = CardHeader("Open Incidents", "4 open • Sorted by severity • Tap Acknowledge to claim")
+incidentsTable = Table([colIncident, colSeverity, colRegion, colOpened, colStatus])
+colIncident = Col("Incident", ["INC-2847", "INC-2848", "INC-2850", "INC-2852"])
+colSeverity = Col("Severity", ["P1 — Critical", "P1 — Critical", "P2 — High", "P3 — Medium"])
+colRegion = Col("Region", ["us-east-1", "us-east-1", "eu-west-1", "us-west-2"])
+colOpened = Col("Opened", ["12 min ago", "38 min ago", "2.1h ago", "5.4h ago"])
+colStatus = Col("Status", ["Firing • Unacked", "Firing • Ack'd by @sre-alex", "Investigating", "Firing • Unacked"])
+incidentsCallout = Callout("error", "2 unacknowledged P1s in us-east-1", "INC-2847 (Checkout 5xx spike) and INC-2852 (Webhook delays) need owner. SLO burn rate 4.2x")
+ackRow = Buttons([ackBtn2847, ackBtn2852, viewIncidentsBtn])
+ackBtn2847 = Button("Acknowledge INC-2847", null, "primary")
+ackBtn2852 = Button("Acknowledge INC-2852", null, "secondary")
+viewIncidentsBtn = Button("View in PagerDuty", null, "tertiary")
+acknowledgeForm = Form("acknowledge-incident", ackFormButtons, [ackSelectField, ackNoteField])
+ackSelectField = FormControl("Acknowledge incident", ackSelect, "You will become owner and silence escalation for 30 min")
+ackSelect = Select("incident_id", [ackOpt2847, ackOpt2852, ackOpt2850], "Choose incident")
+ackOpt2847 = SelectItem("INC-2847", "INC-2847 — P1 Checkout 5xx (us-east-1)")
+ackOpt2852 = SelectItem("INC-2852", "INC-2852 — P3 Webhook delays (us-west-2)")
+ackOpt2850 = SelectItem("INC-2850", "INC-2850 — P2 Latency spike (eu-west-1)")
+ackNoteField = FormControl("Note (optional)", ackNoteInput, "Visible to timeline")
+ackNoteInput = Input("ack_note", "Investigating, checking logs…")
+ackFormButtons = Buttons([confirmAckBtn, cancelAckBtn])
+confirmAckBtn = Button("Confirm Acknowledge", null, "primary")
+cancelAckBtn = Button("Cancel", null, "tertiary")
+endpointsCard = Card([endpointsHeader, endpointsChart, endpointsTable, endpointsNote], "card", "column", "m")
+endpointsHeader = CardHeader("Five Slowest Endpoints", "p95 latency • Last 15 min • us-east-1 • Slowest first")
+endpointsChart = HorizontalBarChart(["POST /checkout", "GET /search", "POST /webhooks/deliver", "GET /users/{id}/orders", "PUT /cart"], [latencySeries], "grouped", "p95 latency (ms)", "Endpoint")
+latencySeries = Series("p95 ms", [1840, 1120, 980, 760, 640])
+endpointsTable = Table([colEndpoint, colMethod, colP95, colP99, colRps])
+colEndpoint = Col("Endpoint", ["/checkout", "/search", "/webhooks/deliver", "/users/{id}/orders", "/cart"])
+colMethod = Col("Method", ["POST", "GET", "POST", "GET", "PUT"])
+colP95 = Col("p95", ["1,840 ms", "1,120 ms", "980 ms", "760 ms", "640 ms"])
+colP99 = Col("p99", ["2,940 ms", "1,680 ms", "1,420 ms", "1,050 ms", "890 ms"])
+colRps = Col("Req/s", ["42", "210", "18", "95", "67"])
+endpointsNote = TextContent("Threshold: p95 > 800ms triggers alert. /checkout exceeds threshold by 2.3x — correlates with INC-2847", "small")
+thresholdCard = Card([thresholdHeader, thresholdForm, thresholdCallout], "card", "column", "m")
+thresholdHeader = CardHeader("Alert Thresholds", "Set when to page on-call • Applies to filtered region")
+thresholdForm = Form("alert-thresholds", thresholdButtons, [errorThresholdField, latencyThresholdField, notifyField])
+errorThresholdField = FormControl("Error rate threshold (%)", errorSlider, "Pages when 5-min error rate exceeds this for 2 consecutive windows")
+errorSlider = Slider("error_threshold", "discrete", 0, 5, 0.1, [0.8], "Error %")
+latencyThresholdField = FormControl("Latency threshold (p95 ms)", latencySlider, "Pages when any endpoint p95 exceeds this for 5 min")
+latencySlider = Slider("latency_threshold", "discrete", 100, 2000, 50, [800], "Latency ms")
+notifyField = FormControl("Notify channel", notifySelect, "Primary escalation path")
+notifySelect = Select("notify_channel", [notifySlack, notifyPager, notifyEmail], "PagerDuty + Slack")
+notifySlack = SelectItem("slack", "#oncall-gateway")
+notifyPager = SelectItem("pagerduty", "PagerDuty — gateway-primary")
+notifyEmail = SelectItem("email", "Email — oncall@company.com")
+thresholdButtons = Buttons([saveThresholdBtn, testAlertBtn])
+saveThresholdBtn = Button("Save thresholds", null, "primary")
+testAlertBtn = Button("Send test alert", null, "secondary")
+thresholdCallout = TextCallout("info", "Current live thresholds", "Error: 0.50% • Latency p95: 800ms • Last changed 3h ago by @sre-maria")
+footerText = TextContent("All times UTC • Data refreshes every 60s • Region filter, thresholds and acknowledgements are audited", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b3-server__r4.txt
new file mode 100644
index 000000000..bfc4f7ef4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b3-server__r4.txt
@@ -0,0 +1,90 @@
+root = Card([header, regionFilterCard, kpiRow, uptimeCard, errorAlert, cpuMemCard, incidentsCard, slowestCard, alertCard, footerSeparator, footerText], "clear", "column", "l")
+header = CardHeader("Service Health — On-Call View", "payments-api • env: production • on-call: you (primary) • last sync 12s ago • 2026-08-18 14:42 UTC")
+regionFilterCard = Card([regionFilterHeader, regionForm], "sunk", "column", "s")
+regionFilterHeader = TextContent("5 — Narrow to one region", "small-heavy")
+regionForm = Form("region-filter", regionFilterButtons, [regionSelectControl])
+regionSelectControl = FormControl("Region", regionSelect, "Filters uptime, CPU/memory, error rate, incidents and endpoints below")
+regionSelect = Select("region", [regionAll, regionUse1, regionEuw1, regionAp1, regionUse2], "All regions", null, "all", "medium")
+regionAll = SelectItem("all", "All regions (global)")
+regionUse1 = SelectItem("us-east-1", "us-east-1 (N. Virginia) — primary")
+regionEuw1 = SelectItem("eu-west-1", "eu-west-1 (Ireland)")
+regionAp1 = SelectItem("ap-northeast-1", "ap-northeast-1 (Tokyo)")
+regionUse2 = SelectItem("us-west-2", "us-west-2 (Oregon)")
+regionFilterButtons = Buttons([applyRegionBtn, clearRegionBtn], "row")
+applyRegionBtn = Button("Apply filter", null, "primary")
+clearRegionBtn = Button("Clear", null, "tertiary")
+kpiRow = Card([kpiUptime, kpiError, kpiIncidents], "card", "row", "m")
+kpiUptime = Card([kpiUptimeLabel, kpiUptimeValue, kpiUptimeSub], "clear", "column", "xs")
+kpiUptimeLabel = TextContent("Uptime this quarter", "small")
+kpiUptimeValue = TextContent("99.92%", "large-heavy")
+kpiUptimeSub = Badge("SLO 99.9% — within budget", "secondary")
+kpiError = Card([kpiErrorLabel, kpiErrorValue, kpiErrorSub], "clear", "column", "xs")
+kpiErrorLabel = TextContent("Error rate right now", "small")
+kpiErrorValue = TextContent("1.84%", "large-heavy")
+kpiErrorSub = Badge("Degraded • threshold 1.0%", "destructive")
+kpiIncidents = Card([kpiIncLabel, kpiIncValue, kpiIncSub], "clear", "column", "xs")
+kpiIncLabel = TextContent("Open incidents", "small")
+kpiIncValue = TextContent("4 open", "large-heavy")
+kpiIncSub = Badge("1 SEV1 • 2 SEV2 • 1 SEV3", "outline")
+uptimeCard = Card([uptimeHeader, uptimeProgress, uptimeStats, uptimeNote], "card", "column", "m")
+uptimeHeader = CardHeader("1 — Uptime this quarter (Q3 2026)", "Jul 1 – Aug 18 • 49 days elapsed • SLO: 99.9% monthly")
+uptimeProgress = Progress(99.92, "99.92% uptime — 52 min downtime total")
+uptimeStats = Table([uptimeMetricCol, uptimeValueCol, uptimeDetailCol])
+uptimeMetricCol = Col("Metric", ["Uptime", "Downtime", "SLO budget remaining", "Worst day"])
+uptimeValueCol = Col("Value", ["99.92%", "52 min", "0.08% (~35 min)", "99.41% on Jul 22"])
+uptimeDetailCol = Col("Details", ["3 incidents counted", "2 partial outages", "Burn rate 0.61x", "INC-2831 DB failover"])
+uptimeNote = TextCallout("success", "On track", "You have 35 minutes of error budget left this quarter before breaching 99.9% SLO.")
+errorAlert = Alert("3 — Error rate right now: 1.84%", "342 errors / 18,592 requests in last 5 min • +0.62% vs 1 hour ago • p50 latency 184ms • Breached 1.0% threshold 14 min ago", "warning")
+cpuMemCard = Card([cpuMemHeader, cpuMemChart, cpuMemFooter], "card", "column", "m")
+cpuMemHeader = CardHeader("2 — CPU and Memory Usage — Past 24 Hours", "payments-api • us-east-1 • 5-min averages • filtered by region selector above")
+cpuMemChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "23:00"], [cpuSeries, memSeries], "natural", "Hour (UTC)", "% Utilization")
+cpuSeries = Series("CPU %", [38, 32, 29, 31, 42, 58, 67, 71, 68, 64, 59, 52, 48])
+memSeries = Series("Memory %", [62, 61, 60, 61, 64, 68, 72, 76, 78, 75, 73, 70, 69])
+cpuMemFooter = TextContent("Peak CPU 71% at 14:00 UTC • Memory stable 60-78% • No OOM kills in 24h", "small")
+incidentsCard = Card([incidentsHeader, incidentsTable, ackButtons, ackHint], "card", "column", "m")
+incidentsHeader = CardHeader("4 + 8 — Open Incidents with Severity", "4 active • Acknowledge to claim ownership and stop paging")
+incidentsTable = Table([incIdCol, incTitleCol, incSeverityCol, incRegionCol, incAgeCol, incAssigneeCol])
+incIdCol = Col("Incident", ["INC-2847", "INC-2849", "INC-2851", "INC-2852"])
+incTitleCol = Col("Title", ["Checkout 500s spike", "DB replica lag >30s", "High p95 latency /api/pay", "Webhook delivery delayed"])
+incSeverityCol = Col("Severity", ["SEV1 • Critical", "SEV2 • Major", "SEV2 • Major", "SEV3 • Minor"])
+incRegionCol = Col("Region", ["us-east-1", "eu-west-1", "us-east-1", "ap-northeast-1"])
+incAgeCol = Col("Age", ["18 min", "47 min", "1h 12m", "2h 04m"])
+incAssigneeCol = Col("Owner", ["Unassigned", "Unassigned", "sre-bot", "Unassigned"])
+ackButtons = Buttons([ack2847, ack2849, ack2851, ack2852], "row")
+ack2847 = Button("Acknowledge INC-2847", null, "primary")
+ack2849 = Button("Acknowledge INC-2849", null, "primary")
+ack2851 = Button("Acknowledge INC-2851", null, "secondary")
+ack2852 = Button("Acknowledge INC-2852", null, "secondary")
+ackHint = TextContent("Acknowledging silences the pager for 30 min and assigns the incident to you. Use buttons above (8).", "small")
+slowestCard = Card([slowestHeader, slowestChart, slowestTable], "card", "column", "m")
+slowestHeader = CardHeader("6 — Five Slowest Endpoints (p95 latency)", "Last 30 min • us-east-1 • 95th percentile • 18.6k requests sampled")
+slowestChart = HorizontalBarChart(["POST /api/pay", "POST /api/checkout", "GET /api/orders/{id}", "GET /api/invoices", "POST /api/refund"], [latencySeries], "grouped", "Latency (ms)", "Endpoint")
+latencySeries = Series("p95 ms", [1240, 890, 742, 615, 540])
+slowestTable = Table([endpointCol, latencyCol, callsCol, errorColSlow])
+endpointCol = Col("Endpoint", ["POST /api/pay", "POST /api/checkout", "GET /api/orders/{id}", "GET /api/invoices", "POST /api/refund"])
+latencyCol = Col("p95 latency", ["1,240 ms", "890 ms", "742 ms", "615 ms", "540 ms"])
+callsCol = Col("Requests (30m)", ["2,410", "3,842", "5,120", "1,980", "842"])
+errorColSlow = Col("Error %", ["3.2%", "2.1%", "0.4%", "0.9%", "1.1%"])
+alertCard = Card([alertHeader, alertForm], "sunk", "column", "m")
+alertHeader = CardHeader("7 — Set Alert Threshold", "Create or update a paging rule for error rate, latency, or resource usage")
+alertForm = Form("alert-threshold", alertFormButtons, [alertMetricControl, alertThresholdControl, alertWindowControl, alertNotifyControl])
+alertMetricControl = FormControl("Metric to watch", alertMetricSelect, "Choose which signal triggers the alert")
+alertMetricSelect = Select("metric", [metricError, metricLatency, metricCpu, metricMem], "Select metric", null, "error_rate")
+metricError = SelectItem("error_rate", "Error rate (%)")
+metricLatency = SelectItem("latency_p95", "p95 latency (ms)")
+metricCpu = SelectItem("cpu", "CPU utilization (%)")
+metricMem = SelectItem("memory", "Memory utilization (%)")
+alertThresholdControl = FormControl("Threshold value", alertSlider, "Fires when metric exceeds threshold for the evaluation window")
+alertSlider = Slider("threshold", "discrete", 0, 5, 0.25, [1.5], "Error rate %", null, [1.5])
+alertWindowControl = FormControl("Evaluation window", alertWindowSelect, "How long threshold must be breached before paging")
+alertWindowSelect = Select("window", [window5, window15, window30], "Select window", null, "5m")
+window5 = SelectItem("5m", "5 minutes (default)")
+window15 = SelectItem("15m", "15 minutes")
+window30 = SelectItem("30m", "30 minutes")
+alertNotifyControl = FormControl("Notify via", alertNotifyInput, "PagerDuty + Slack #incidents by default")
+alertNotifyInput = Input("notify_channel", "e.g. pagerduty: payments-oncall, slack: #incidents", "text", null, "pagerduty: payments-oncall")
+alertFormButtons = Buttons([saveAlertBtn, testAlertBtn], "row")
+saveAlertBtn = Button("Save threshold", null, "primary")
+testAlertBtn = Button("Test alert", null, "secondary")
+footerSeparator = Separator("horizontal", true)
+footerText = TextContent("All times UTC • Data refreshes every 15s • Region filter (5) affects every panel • Acknowledge buttons (8) claim incidents • Alert form (7) pages on-call", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..7c436f90b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r1.txt
@@ -0,0 +1,119 @@
+root = Card([header, hubControlRow, kpiRow, flightsSection, delayedSection, middleRow, weatherCard, connectionsCard, rebookSection, footerBar], "clear", "column", "l")
+header = CardHeader("ATL — Hub Operations Desk", "Tuesday Aug 18 • 14:35 EDT • Operational Day • All times local")
+hubControlRow = Card([hubIntro, hubForm], "sunk", "row", "m", "center", "between")
+hubIntro = TextContent("Live control for on-time, gates, crews and weather. Switch hub to reload the board.", "small")
+hubForm = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("View different hub", hubSelect, "Select ATL, DFW, ORD, DEN or LAX")
+hubSelect = Select("hub", [hubATL, hubDFW, hubORD, hubDEN, hubLAX], "Select hub", null, "ATL")
+hubATL = SelectItem("ATL", "ATL — Hartsfield-Jackson (current)")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare")
+hubDEN = SelectItem("DEN", "DEN — Denver")
+hubLAX = SelectItem("LAX", "LAX — Los Angeles")
+hubButtons = Buttons([hubBtn])
+hubBtn = Button("Load hub", null, "primary")
+kpiRow = Card([kpiOTP, kpiLoad, kpiCancel, kpiTurn], "clear", "row", "m", "stretch", "between")
+kpiOTP = Card([kpiOTPTitle, kpiOTPProgress, kpiOTPDetail], "card", "column", "s")
+kpiOTPTitle = TextContent("1. On-Time Performance Today", "small-heavy")
+kpiOTPProgress = Progress(78, "78% on-time • 214 of 274 departed")
+kpiOTPDetail = TextContent("Target 82% • 19 delayed • 3 cancelled • A14 84% OTP best concourse", "small")
+kpiLoad = Card([kpiLoadTitle, kpiLoadProgress, kpiLoadDetail], "card", "column", "s")
+kpiLoadTitle = TextContent("7. Avg Passenger Load Today", "small-heavy")
+kpiLoadProgress = Progress(84, "84% load • 31,420 pax boarded")
+kpiLoadDetail = TextContent("+3 pts vs yesterday • Peak DL1842 ATL→LAX 97% • Lowest SW404 61%", "small")
+kpiCancel = Card([kpiCancelTitle, kpiCancelValue, kpiCancelDetail], "card", "column", "s")
+kpiCancelTitle = TextContent("11. Cancellations Today", "small-heavy")
+kpiCancelValue = Heading("3 flights", "h2")
+kpiCancelDetail = TextContent("0.9% of schedule • 2 weather (DL1094, SW112) • 1 tech (UA449*)", "small")
+kpiTurn = Card([kpiTurnTitle, kpiTurnValue, kpiTurnDetail], "card", "column", "s")
+kpiTurnTitle = TextContent("12. Avg Turnaround Time", "small-heavy")
+kpiTurnValue = Heading("42 min", "h2")
+kpiTurnDetail = TextContent("Target 45 min • Best A12 33 min • Worst C11 58 min (ramp)", "small")
+flightsSection = Card([flightsHeader, flightsTable, flightsFooter], "card", "column", "m")
+flightsHeader = CardHeader("2. Live Flight Board — All Flights", "274 total • 142 departed • 68 en-route • 64 scheduled • Auto-refresh 60s")
+flightsTable = Table([colFlight, colRoute, colGate, colSched, colStatus])
+colFlight = Col("Flight", ["DL1842", "AA1278", "UA449", "DL2031", "SW881", "DL1094", "AA302", "UA771", "DL562", "SW404"])
+colRoute = Col("Route", ["ATL→LAX", "ATL→DFW", "ATL→ORD", "ATL→JFK", "ATL→MIA", "ATL→DEN", "ATL→CLT", "ATL→SFO", "ATL→BOS", "ATL→PHX"])
+colGate = Col("Gate", ["A12", "B7", "A31", "T2", "C4", "A19", "B14", "A7", "T5", "C11"])
+colSched = Col("Scheduled", ["14:10", "14:25", "14:40", "15:05", "15:15", "15:30", "15:45", "16:00", "16:20", "16:35"])
+colStatus = Col("Status", ["Boarding", "Delayed 47m", "On Time", "Delayed 28m", "On Time", "Cancelled", "On Time", "Delayed 62m", "On Time", "Gate Hold"])
+flightsFooter = TextContent("Gate and status are live from AODB. Delayed flights are called out in detail below.", "small")
+delayedSection = Card([delayedHeader, delayedAlert, delayedList, delayedChart], "card", "column", "m")
+delayedHeader = CardHeader("3. Delayed Flights — Called Out", "19 active delays • 4 require action")
+delayedAlert = Alert("19 Delayed • 3 over 60 min", "Primary causes: ATC flow (8), late inbound (6), weather hold (3), crew (2). 4 flights need crew or rebook intervention now.", "warning")
+delayedList = ListBlock([d1, d2, d3, d4], "number")
+d1 = ListItem("UA771 ATL→SFO • Gate A7 • 189 pax", "Delayed 62m • Weather hold • Crew duty limit 18:00 • ETD 17:02", null, "Swap Crew")
+d2 = ListItem("AA1278 ATL→DFW • Gate B7 → B9", "Delayed 47m • Late inbound • 167 pax • 12 tight connections at risk", null, "Rebook")
+d3 = ListItem("DL2031 ATL→JFK • Gate T2 • 142 pax", "Delayed 28m • Awaiting crew • Next update 15:10 • 5 pax to CDG", null, "Assign Crew")
+d4 = ListItem("SW404 ATL→PHX • Gate C11 • 133 pax", "Gate Hold 18m • Ramp congestion • Pushback pending", null, "Clear")
+delayedChart = HorizontalBarChart(["UA771 62m", "AA1278 47m", "DL2031 28m", "SW404 18m", "DL562 12m"], [delaySeries], "grouped", "Minutes delayed", "Flight")
+delaySeries = Series("Delay", [62, 47, 28, 18, 12])
+middleRow = Card([gateChangesCard, crewsCard], "clear", "row", "m", "stretch", "between")
+gateChangesCard = Card([gateHeader, gateTable, gateNote], "card", "column", "m")
+gateHeader = CardHeader("4. Recent Gate Changes", "Last 60 minutes • 6 changes")
+gateTable = Table([gateColTime, gateColFlight, gateColChange, gateColReason])
+gateColTime = Col("Time", ["14:28", "14:12", "13:55", "13:41", "13:30", "13:18"])
+gateColFlight = Col("Flight", ["AA1278", "DL1094", "SW881", "DL562", "UA449", "AA302"])
+gateColChange = Col("Change", ["B7 → B9", "A19 → —", "C4 → C9", "T5 → T7", "A31 → A32", "B14 → B14*"])
+gateColReason = Col("Reason", ["A/C swap B738", "Cancelled", "Equip change", "Jet bridge fault", "Inbound late", "Hold for conn"])
+gateNote = TextContent("AA1278 moved to B9 due to larger aircraft. DL562 moved after T5 bridge fault at 13:41.", "small")
+crewsCard = Card([crewsHeader, crewsTable, crewsCallout], "card", "column", "m")
+crewsHeader = CardHeader("5. Crews Available for Reassignment", "8 reserve • 5 shown • 3 duty-limited today")
+crewsTable = Table([crewColId, crewColBase, crewColQual, crewColAvail])
+crewColId = Col("Crew ID", ["CR-ATL-07", "CR-ATL-12", "CR-ATL-03", "CR-ATL-19", "CR-ATL-08"])
+crewColBase = Col("Base / Location", ["Reserve • Concourse A", "Reserve • Concourse B", "Standby • T", "Reserve • C", "Extra • A"])
+crewColQual = Col("Qualified", ["A320 / B737", "B737", "A320 / A321", "B757", "A320"])
+crewColAvail = Col("Available Until", ["18:30", "20:15", "17:00", "19:45", "16:30"])
+crewsCallout = TextCallout("warning", "Duty Watch", "CR-ATL-03 times out 17:00 — use for short turns only. CR-ATL-08 can cover UA771 if released before 16:00.")
+weatherCard = Card([weatherHeader, weatherAlerts, weatherDetail], "card", "column", "m")
+weatherHeader = CardHeader("6. Weather Advisories at Hub (ATL)", "METAR 14:35Z • 28°C • Wind 190° 14G22kt • Visibility 6SM")
+weatherAlerts = Card([w1, w2], "clear", "row", "m")
+w1 = Callout("warning", "Thunderstorm Watch until 19:00 EDT", "CB in vicinity west of field. Ramp closure risk 40% after 16:00. Ground stop possible 17:00-18:00.")
+w2 = Callout("info", "Low-Level Wind Shear Advisory until 16:30", "Arrivals Rwy 26L/27R. Expect 10-15 min ATC delays. 12 arrivals holding, 3 diverted to BHM.")
+weatherDetail = TextContent("Impact on ops: De-icing not required. Fuel holds advised for westbound departures. Next TAF update 15:00.", "small")
+connectionsCard = Card([connHeader, connAlert, connTable, connNote], "card", "column", "m")
+connHeader = CardHeader("8. Connections at Risk of Being Missed", "23 tight connections • 9 high risk (<25 min)")
+connAlert = Alert("9 High-Risk Connections", "5 pax on DL2031→DL92 (CDG) and 8 pax on UA771→UA869 (NRT) will misconnect if delays hold. Rebook now.", "destructive")
+connTable = Table([connColInbound, connColOutbound, connColPax, connColWindow, connColAction])
+connColInbound = Col("Inbound", ["AA1278", "DL2031", "UA771", "SW404", "DL1842"])
+connColOutbound = Col("Outbound Connection", ["AA1278 → AA4421 CLT 15:40", "DL2031 → DL92 CDG 16:15", "UA771 → UA869 NRT 17:10", "SW404 → SW112 LAS 17:05", "DL1842 → DL411 AMS 16:50"])
+connColPax = Col("Pax", ["12", "5", "8", "6", "4"])
+connColWindow = Col("Connect Window", ["18 min • Risk", "22 min • Risk", "16 min • High", "31 min • Tight", "28 min • Tight"])
+connColAction = Col("Suggested", ["Rebook", "Rebook", "Hold 10m", "Monitor", "Monitor"])
+connNote = TextContent("Highlighted rows are auto-flagged when inbound delay >20m and connect <30m. Use rebook panel below.", "small")
+rebookSection = Card([rebookHeader, rebookForm, rebookBottomRow], "card", "column", "m")
+rebookHeader = CardHeader("9. Rebook Affected Passengers", "Move pax from delayed/cancelled flights to next available options and notify")
+rebookForm = Form("rebook", rebookButtons, [rebookFlightField, rebookPaxField, rebookOptionField, rebookNotifyField])
+rebookFlightField = FormControl("Select disrupted flight", rebookFlightSelect, "From delayed/cancelled board")
+rebookFlightSelect = Select("flight", [rf1, rf2, rf3, rf4], "Pick flight to rebook")
+rf1 = SelectItem("AA1278", "AA1278 ATL→DFW • 12 conns at risk • B9")
+rf2 = SelectItem("DL2031", "DL2031 ATL→JFK • 5 pax to CDG • T2")
+rf3 = SelectItem("UA771", "UA771 ATL→SFO • 8 pax to NRT • A7")
+rf4 = SelectItem("DL1094", "DL1094 ATL→DEN • Cancelled • 146 pax")
+rebookPaxField = FormControl("Passengers to rebook", rebookPaxInput, "Auto-filled from connections at risk")
+rebookPaxInput = Input("pax_count", "e.g. 12", "number")
+rebookOptionField = FormControl("Rebook option", rebookOptionRadio)
+rebookOptionRadio = RadioGroup("option", [ro1, ro2, ro3], "next_available")
+ro1 = RadioItem("Next available same route", "Fastest confirmed seat on same city pair", "next_available")
+ro2 = RadioItem("Alternate hub routing", "Via DFW/ORD if seats open", "alt_hub")
+ro3 = RadioItem("Hold & protect connection", "Delay outbound 10-15 min", "hold")
+rebookNotifyField = FormControl("Notify passengers", rebookNotifyCheck)
+rebookNotifyCheck = CheckBoxGroup("notify", [cb1, cb2])
+cb1 = CheckBoxItem("SMS + Email with new boarding pass", "Auto-send itinerary update", "sms_email", true)
+cb2 = CheckBoxItem("Gate agent handoff + vouchers", "Print at gate for rebooked pax", "gate_print", false)
+rebookButtons = Buttons([rebookBtn, rebookClearBtn])
+rebookBtn = Button("Rebook 12 passengers", null, "primary")
+rebookClearBtn = Button("Clear selection", null, "secondary")
+rebookBottomRow = Card([rebookDialog, exportBtn], "clear", "row", "m", "center", "start")
+rebookDialog = DialogBlock("View rebook manifest", "Rebook Manifest Preview", "Confirm before issuing tickets — seats will be held 10 min", [manifestText, manifestTable], "secondary")
+manifestText = TextContent("Preview for AA1278 (12 pax): 8 pax → AA4421 CLT 16:55 Gate B9 (Confirmed), 4 pax → AA302 CLT 15:45 Gate B14 (Waitlist 2). Hotel voucher auto-added if overnight.", "small")
+manifestTable = Table([manColPax, manColNewFlight, manColSeat])
+manColPax = Col("Group", ["8 pax", "4 pax", "Total 12"])
+manColNewFlight = Col("New Flight", ["AA4421 16:55 B9", "AA302 15:45 B14", "—"])
+manColSeat = Col("Status", ["Confirmed", "Waitlist 2", "Pending issue"])
+exportBtn = Button("Export rebook CSV", null, "tertiary")
+footerBar = Card([footerText, footerButtons], "sunk", "row", "m", "center", "between")
+footerText = TextContent("ATL Hub Ops • Last sync 14:35:12 • Data: AODB, CrewTrac, WSI Weather", "small")
+footerButtons = Buttons([refreshBtn, handoffBtn])
+refreshBtn = Button("Refresh board")
+handoffBtn = Button("Handoff to next shift", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..a3b4b6d4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r2.txt
@@ -0,0 +1,99 @@
+root = Card([header, hubSelectorCard, kpiGrid, weatherSection, delayedSection, flightsSection, gateChangesSection, crewsSection, connectionsSection, rebookSection], "clear", "column", "l")
+header = CardHeader("ATL Hub Operations Desk — Hartsfield-Jackson", "Tuesday, Aug 18, 2026 • 14:42 UTC • Day-of-Operations • Shift Lead: M. Rivera")
+hubSelectorCard = Card([hubSelectorHeader, hubSelectorForm], "card", "column", "m")
+hubSelectorHeader = CardHeader("10. Hub Selector", "Look at a different hub")
+hubSelectorForm = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("Select hub", hubSelect, "Switch the entire board to another hub's live view")
+hubSelect = Select("hub", [hubATL, hubDFW, hubORD, hubDEN, hubJFK], "Choose hub", null, "ATL")
+hubATL = SelectItem("ATL", "ATL — Atlanta (Current)")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare")
+hubDEN = SelectItem("DEN", "DEN — Denver")
+hubJFK = SelectItem("JFK", "JFK — New York Kennedy")
+hubButtons = Buttons([hubBtn])
+hubBtn = Button("Load Hub View", null, "primary")
+kpiGrid = Card([kpiOTP, kpiCancel, kpiTurn, kpiLoad], "clear", "row", "m")
+kpiOTP = Card([kpiOTPTitle, kpiOTPProgress, kpiOTPDetail], "card", "column", "s")
+kpiOTPTitle = TextContent("1. On-Time Performance Today", "small-heavy")
+kpiOTPProgress = Progress(78, "78.4% On-Time (128 of 164 operated)")
+kpiOTPDetail = TextContent("Scheduled: 168 • Operated: 164 • Delayed: 18 • Early: 12 • Target: 82%", "small")
+kpiCancel = Card([kpiCancelTitle, kpiCancelValue, kpiCancelDetail], "card", "column", "s")
+kpiCancelTitle = TextContent("11. Cancellations Today", "small-heavy")
+kpiCancelValue = Heading("4 flights", "h2")
+kpiCancelDetail = TextContent("2.4% of scheduled • 3 weather • 1 mechanical (SW330) • 312 pax impacted", "small")
+kpiTurn = Card([kpiTurnTitle, kpiTurnValue, kpiTurnDetail], "card", "column", "s")
+kpiTurnTitle = TextContent("12. Average Turnaround Time", "small-heavy")
+kpiTurnValue = Heading("48 min", "h2")
+kpiTurnDetail = TextContent("Target: 42 min • +6 min vs target • Longest: DL2089 (67 min) • Best gate: A15 (36 min)", "small")
+kpiLoad = Card([kpiLoadTitle, kpiLoadProgress, kpiLoadDetail], "card", "column", "s")
+kpiLoadTitle = TextContent("7. Average Passenger Load Today", "small-heavy")
+kpiLoadProgress = Progress(85, "84.7% Load Factor")
+kpiLoadDetail = TextContent("Avg 132 pax / 156 seats • 21,648 pax flown • Peak load: DL1420 (96%)", "small")
+weatherSection = Card([weatherHeader, weatherAlert1, weatherAlert2, weatherDetail], "card", "column", "m")
+weatherHeader = CardHeader("6. Weather Advisories at Hub (ATL)", "Current airfield and en-route advisories")
+weatherAlert1 = Alert("Thunderstorm Warning — Until 18:00 UTC", "CB clouds within 10nm, lightning detected south-west. Ground stop risk elevated. De-icing not required. Expect 25-35kt gusts.", "warning")
+weatherAlert2 = Alert("Low Visibility Advisory — 16:00-20:00 UTC", "TEMPO 2SM BR, ceiling 1,200ft. ILS approaches in use Runways 26L/27R. Taxi delays +8 min expected.", "info")
+weatherDetail = TextContent("Winds: 210° at 18G28kt • Temp: 29°C • Altimeter: 29.87 • Next TAF update: 15:00 UTC • Depts on 26L, Arrivals on 27R", "small")
+delayedSection = Card([delayedHeader, delayedCallout, delayedTable], "card", "column", "m")
+delayedHeader = CardHeader("3. Delayed Flights — Called Out", "18 delayed • 3 critical (>45 min) requiring action")
+delayedCallout = Callout("warning", "3 Critical Delays Need Attention", "DL2089 (+67 min), UA411 (+54 min), AA102 (+48 min) — all due to late inbound aircraft + weather holds. Connections at risk.")
+delayedTable = Table([delayedColFlight, delayedColRoute, delayedColGate, delayedColDelay, delayedColReason])
+delayedColFlight = Col("Flight", ["DL2089", "UA411", "AA102"], "string")
+delayedColRoute = Col("Route", ["ATL → LAX", "ATL → DEN", "ATL → DFW"], "string")
+delayedColGate = Col("Gate", ["B24 → B22", "A31", "C22"], "string")
+delayedColDelay = Col("Delay", ["+67 min", "+54 min", "+48 min"], "string")
+delayedColReason = Col("Reason", ["Late inbound + ATC", "Weather hold", "Crew connection"], "string")
+flightsSection = Card([flightsHeader, flightsTable], "card", "column", "m")
+flightsHeader = CardHeader("2. All Flights Today — Number, Route, Gate & Status", "164 operated flights • Live status as of 14:42 UTC")
+flightsTable = Table([flightsColFlight, flightsColRoute, flightsColGate, flightsColSched, flightsColStatus])
+flightsColFlight = Col("Flight", ["DL1420", "DL2089", "AA734", "UA411", "DL982", "SW330", "DL1567", "AA102", "DL445", "UA890"], "string")
+flightsColRoute = Col("Route", ["ATL → JFK", "ATL → LAX", "ATL → ORD", "ATL → DEN", "ATL → MIA", "ATL → LAS", "ATL → SEA", "ATL → DFW", "ATL → BOS", "ATL → SFO"], "string")
+flightsColGate = Col("Gate", ["A12", "B22", "C07", "A31", "D14", "B18", "A14", "C22", "A15", "B07"], "string")
+flightsColSched = Col("Scheduled", ["08:15", "08:40", "09:05", "09:20", "09:45", "10:10", "10:30", "10:55", "11:20", "11:40"], "string")
+flightsColStatus = Col("Status", ["On Time", "Delayed", "Boarding", "Delayed", "On Time", "Cancelled", "Gate Change", "Delayed", "On Time", "On Time"], "string")
+gateChangesSection = Card([gateChangesHeader, gateChangesTable], "card", "column", "m")
+gateChangesHeader = CardHeader("4. Recent Gate Changes", "Last 60 minutes • 4 changes")
+gateChangesTable = Table([gateColFlight, gateColRoute, gateColFromTo, gateColTime, gateColReason])
+gateColFlight = Col("Flight", ["DL1567", "DL2089", "UA890", "AA734"], "string")
+gateColRoute = Col("Route", ["ATL → SEA", "ATL → LAX", "ATL → SFO", "ATL → ORD"], "string")
+gateColFromTo = Col("Gate Change", ["A09 → A14", "B24 → B22", "B07 → B09", "C07 → C05"], "string")
+gateColTime = Col("Changed At", ["14:18 UTC", "13:55 UTC", "13:42 UTC", "13:10 UTC"], "string")
+gateColReason = Col("Reason", ["Aircraft swap A321", "Accommodate widebody", "Maintenance tow", "Adjacency for connection"], "string")
+crewsSection = Card([crewsHeader, crewsTable], "card", "column", "m")
+crewsHeader = CardHeader("5. Crews Available for Reassignment", "Reserve & standby crews • FAA duty limits checked")
+crewsTable = Table([crewsColId, crewsColBase, crewsColQual, crewsColStatus, crewsColDuty])
+crewsColId = Col("Crew ID", ["CR-ATL-07", "CR-ATL-12", "CR-ATL-19", "CR-ATL-03", "CR-ATL-24"], "string")
+crewsColBase = Col("Base / Location", ["ATL Reserve", "ATL Standby", "ATL Hotel", "ATL Gate A12", "ATL Crew Room"], "string")
+crewsColQual = Col("Qualification", ["B737 / A320", "A320 / A321", "B757 / B767", "A320", "B737"], "string")
+crewsColStatus = Col("Status", ["Available Now", "Available Now", "Available in 40m", "Available Now", "On Rest"], "string")
+crewsColDuty = Col("Duty Remaining", ["8h 12m", "10h 05m", "9h 30m", "6h 45m", "—"], "string")
+connectionsSection = Card([connectionsHeader, connectionsCallout, connectionsTable], "card", "column", "m")
+connectionsHeader = CardHeader("8. Connections at Risk of Being Missed", "Minimum connect 35 min • 4 connections flagged")
+connectionsCallout = Callout("error", "2 Critical Connections <15 min layover", "DL1420 → DL445 (JFK-BOS) and UA411 → UA890 (DEN-SFO) will misconnect without intervention. Rebook recommended.")
+connectionsTable = Table([connColInbound, connColOutbound, connColPax, connColLayover, connColRisk])
+connColInbound = Col("Inbound", ["DL1420 (JFK)", "UA411 (DEN)", "DL2089 (LAX)", "AA102 (DFW)"], "string")
+connColOutbound = Col("Outbound", ["DL445 → BOS (A15)", "UA890 → SFO (B09)", "DL1567 → SEA (A14)", "AA734 → ORD (C05)"], "string")
+connColPax = Col("Pax", ["22", "18", "14", "9"], "string")
+connColLayover = Col("Layover Left", ["12 min", "9 min", "18 min", "24 min"], "string")
+connColRisk = Col("Risk", ["CRITICAL", "CRITICAL", "HIGH", "MEDIUM"], "string")
+rebookSection = Card([rebookHeader, rebookForm], "card", "column", "m")
+rebookHeader = CardHeader("9. Rebook Affected Passengers", "Action for delayed, cancelled and misconnect passengers")
+rebookForm = Form("rebook-affected", rebookButtons, [rebookFlightField, rebookPaxField, rebookOptionField, rebookNotesField])
+rebookFlightField = FormControl("Affected flight / connection", rebookFlightSelect, "Choose the disrupted flight to rebook from")
+rebookFlightSelect = Select("flight", [rebookFlightDL2089, rebookFlightUA411, rebookFlightAA102, rebookFlightSW330], "Select flight")
+rebookFlightDL2089 = SelectItem("DL2089", "DL2089 ATL→LAX — Delayed 67m (22 connections)")
+rebookFlightUA411 = SelectItem("UA411", "UA411 ATL→DEN — Delayed 54m (18 connections)")
+rebookFlightAA102 = SelectItem("AA102", "AA102 ATL→DFW — Delayed 48m (9 connections)")
+rebookFlightSW330 = SelectItem("SW330", "SW330 ATL→LAS — Cancelled (312 pax)")
+rebookPaxField = FormControl("Passengers to rebook", rebookPaxInput, "Number of passengers or PNR list")
+rebookPaxInput = Input("pax_count", "e.g., 22 or PNRs ABC123, DEF456", "text")
+rebookOptionField = FormControl("Rebook option", rebookOptionRadio)
+rebookOptionRadio = RadioGroup("rebook_option", [rebookOptionNext, rebookOptionPartner, rebookOptionHotel])
+rebookOptionNext = RadioItem("Next available same airline", "Auto-assign next ATL departure with seats", "next")
+rebookOptionPartner = RadioItem("Partner / interline", "Rebook on partner airline (AA/UA interline)", "partner")
+rebookOptionHotel = RadioItem("Hotel + next day", "Overnight + meal voucher + morning flight", "hotel")
+rebookNotesField = FormControl("Notes / reason code", rebookNotesInput, "Will be added to PNR and ops log")
+rebookNotesInput = TextArea("notes", "Weather / crew / mechanical — add details for audit", 2)
+rebookButtons = Buttons([rebookBtnPrimary, rebookBtnSecondary])
+rebookBtnPrimary = Button("Rebook Passengers Now", null, "primary")
+rebookBtnSecondary = Button("View Alternatives", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..e267c1a8c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r3.txt
@@ -0,0 +1,89 @@
+root = Card([header, hubRow, kpiRow, delayedCallout, weatherAlert, flightsHeader, flightsTable, middleRow, connectionsHeader, connectionsTable, rebookCard, footerNote], "clear", "column", "l")
+header = CardHeader("Hub Operations Desk — ORD", "Chicago O'Hare • Live airside view • Tue Aug 18, 2026 14:42 UTC • Refresh 60s")
+hubRow = Card([hubTitle, hubForm], "card", "row", "m", "center", "between")
+hubTitle = TextContent("Viewing hub: **ORD — Chicago O'Hare** • Switch to monitor another hub", "small")
+hubForm = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("Select hub", hubSelect)
+hubSelect = Select("hub", [hubORD, hubDFW, hubATL, hubDEN, hubLAX], "ORD — Chicago", null, "ORD")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubATL = SelectItem("ATL", "ATL — Atlanta")
+hubDEN = SelectItem("DEN", "DEN — Denver")
+hubLAX = SelectItem("LAX", "LAX — Los Angeles")
+hubButtons = Buttons([hubBtn])
+hubBtn = Button("Load Hub", null, "primary")
+kpiRow = Card([kpiOTP, kpiCancel, kpiLoad, kpiTurn], "clear", "row", "m", "stretch", "between")
+kpiOTP = Card([otpTitle, otpProgress, otpDetail], "card", "column", "s")
+otpTitle = TextContent("On-Time Performance Today", "small-heavy")
+otpProgress = Progress(78, "78% on-time (142 of 182 departures)")
+otpDetail = TextContent("Target 85% • 22 delayed • 4 early • +3% vs yesterday", "small")
+kpiCancel = Card([cancelTitle, cancelValue, cancelDetail], "card", "column", "s")
+cancelTitle = TextContent("Cancellations Today", "small-heavy")
+cancelValue = Heading("3 flights", "h2")
+cancelDetail = TextContent("1 weather • 1 mechanical • 1 crew • 1.6% of schedule", "small")
+kpiLoad = Card([loadTitle, loadProgress, loadDetail], "card", "column", "s")
+loadTitle = TextContent("Avg. Passenger Load Today", "small-heavy")
+loadProgress = Progress(84, "84% load factor")
+loadDetail = TextContent("18,420 pax / 21,930 seats • Peak 96% on AA1247", "small")
+kpiTurn = Card([turnTitle, turnValue, turnDetail], "card", "column", "s")
+turnTitle = TextContent("Avg. Turnaround Time", "small-heavy")
+turnValue = Heading("42 min", "h2")
+turnDetail = TextContent("Target 38 min • Fastest 28 min (B12) • Slowest 61 min (C7)", "small")
+delayedCallout = Callout("warning", "Delayed Flights — 4 Active", "AA1842 (ORD→LAX) +47m • UA773 (ORD→SFO) +62m • DL2190 (ORD→JFK) +35m • WN3411 (ORD→DEN) +28m — Reasons: 2 late inbound, 1 ATC, 1 mechanical. See flight table below.")
+weatherAlert = Alert("Weather Advisory — ORD Hub", "Thunderstorm watch until 19:00 UTC. Crosswinds 22kt gusting 34kt on 10L/28R. Ground Delay Program 30-45 min expected. De-icing not required. Alternate MDW clear.", "warning")
+flightsHeader = CardHeader("Flights — Today", "182 scheduled • 108 departed • 42 boarding • 22 delayed • 7 en route • 3 cancelled • * = gate changed")
+flightsTable = Table([colFlight, colRoute, colGate, colSched, colStatus])
+colFlight = Col("Flight", ["AA1247", "UA773", "DL2190", "AA1842", "WN3411", "AA982", "UA441", "DL508", "AA2103", "UA890"])
+colRoute = Col("Route", ["ORD → MIA", "ORD → SFO", "ORD → JFK", "ORD → LAX", "ORD → DEN", "ORD → DFW", "ORD → BOS", "ORD → ATL", "ORD → SEA", "ORD → LHR"])
+colGate = Col("Gate", ["B12", "C7*", "A15", "B8", "C22*", "B4", "A9", "C11", "B18", "A3"])
+colSched = Col("Scheduled", ["13:15", "13:40", "14:05", "14:20", "14:35", "15:00", "15:20", "15:45", "16:10", "16:30"])
+colStatus = Col("Status", ["Boarding", "Delayed +62", "Delayed +35", "Delayed +47", "Delayed +28", "On Time", "On Time", "Cancelled", "On Time", "Boarding"])
+middleRow = Card([gateChangesCard, crewsCard], "clear", "row", "m", "stretch", "between")
+gateChangesCard = Card([gateChangesHeader, gateChangesList], "card", "column", "s")
+gateChangesHeader = CardHeader("Recent Gate Changes", "Last 60 minutes • Auto-synced to FIDS")
+gateChangesList = ListBlock([gc1, gc2, gc3, gc4])
+gc1 = ListItem("UA773 → Gate C7", "from C9 • 13:22 • Aircraft swap to B737-800", null, "View")
+gc2 = ListItem("WN3411 → Gate C22", "from C14 • 13:05 • Congestion at C-concourse", null, "View")
+gc3 = ListItem("AA982 → Gate B4", "from B6 • 12:48 • Late inbound occupying B6", null, "View")
+gc4 = ListItem("DL508 → Gate C11", "from C11 • 12:31 • Cancelled — gate released", null, "View")
+crewsCard = Card([crewsHeader, crewsTable, crewsNote], "card", "column", "s")
+crewsHeader = CardHeader("Crews Available for Reassignment", "5 reserve crews on standby")
+crewsTable = Table([crewIdCol, crewBaseCol, crewQualCol, crewStatusCol])
+crewIdCol = Col("Crew / ID", ["CR-ORD-07 Rivera", "CR-ORD-12 Chen", "CR-ORD-19 Davis", "CR-ORD-03 Okafor", "CR-ORD-21 Patel"])
+crewBaseCol = Col("Base", ["ORD", "ORD", "ORD", "ORD", "ORD"])
+crewQualCol = Col("Qualification", ["B737 / A320", "B737 MAX", "A320", "B777 / B737", "A320 / E175"])
+crewStatusCol = Col("Status", ["Ready <15m", "Ready <30m", "Ready Now", "Rest ends 15:30", "Ready Now"])
+crewsNote = TextContent("Reserve duty limit 10h • Next call window 15:00 UTC • Crew Scheduling ext. 4421", "small")
+connectionsHeader = CardHeader("Connections at Risk of Being Missed", "6 connections <45 min layover flagged by AODB")
+connectionsTable = Table([connPaxCol, connInboundCol, connOutboundCol, connLayoverCol, connRiskCol])
+connPaxCol = Col("Pax", ["14", "8", "22", "6", "11", "9"])
+connInboundCol = Col("Inbound (Delayed)", ["UA773 SFO +62", "AA1842 LAX +47", "DL2190 JFK +35", "WN3411 DEN +28", "AA1247 MIA On Time", "UA441 BOS On Time"])
+connOutboundCol = Col("Outbound Connection", ["UA412 → FRA 15:10 A3", "AA982 → DFW 15:00 B4", "DL508 → ATL CANCELLED", "AA2103 → SEA 16:10 B18", "UA890 → LHR 16:30 A3", "DL2190 → JFK 14:05 A15"])
+connLayoverCol = Col("Layover Left", ["18 min", "23 min", "—", "31 min", "42 min", "38 min"])
+connRiskCol = Col("Risk", ["HIGH", "HIGH", "MISSED", "MEDIUM", "MEDIUM", "LOW"])
+rebookCard = Card([rebookHeader, rebookFormRow], "card", "column", "m")
+rebookHeader = CardHeader("Rebook Affected Passengers", "Select at-risk connection and re-accommodate — IRROPS waiver auto-applied")
+rebookFormRow = Card([rebookForm, rebookActions], "clear", "row", "m", "start", "between")
+rebookForm = Form("rebook", rebookButtons, [rebookPaxField, rebookAltField, rebookNoteField])
+rebookPaxField = FormControl("Affected connection", rebookPaxSelect, "Choose from at-risk list above")
+rebookPaxSelect = Select("affected_pax", [pax1, pax2, pax3, pax4], "Select connection")
+pax1 = SelectItem("ua773-fra", "14 pax UA773 → UA412 FRA (HIGH)")
+pax2 = SelectItem("aa1842-dfw", "8 pax AA1842 → AA982 DFW (HIGH)")
+pax3 = SelectItem("dl2190-atl", "22 pax DL2190 → DL508 ATL (MISSED)")
+pax4 = SelectItem("wn3411-sea", "6 pax WN3411 → AA2103 SEA (MEDIUM)")
+rebookAltField = FormControl("Rebook to alternative", rebookAltSelect)
+rebookAltSelect = Select("alternative", [alt1, alt2, alt3, alt4], "Choose next available")
+alt1 = SelectItem("ua414-17:45", "UA414 ORD→FRA 17:45 A7 (18 seats)")
+alt2 = SelectItem("aa984-16:20", "AA984 ORD→DFW 16:20 B9 (12 seats)")
+alt3 = SelectItem("dl512-18:10", "DL512 ORD→ATL 18:10 C13 (24 seats)")
+alt4 = SelectItem("aa2105-18:30", "AA2105 ORD→SEA 18:30 B22 (9 seats)")
+rebookNoteField = FormControl("Reason / waiver code", rebookNoteInput, "WX-ORD-0818 covers weather+ATC today")
+rebookNoteInput = Input("waiver", "WX-ORD-0818 / Mechanical", "text")
+rebookButtons = Buttons([rebookBtn, rebookHoldBtn])
+rebookBtn = Button("Rebook & Notify Passengers", null, "primary")
+rebookHoldBtn = Button("Hold Seats Only", null, "secondary")
+rebookActions = Card([rebookStats, rebookDialog], "clear", "column", "s")
+rebookStats = TextContent("Today: **31 passengers rebooked** • Avg rebook time 4.2 min • 12 hotel vouchers issued", "small")
+rebookDialog = DialogBlock("View Rebook Policy", "IRROPS Rebooking Policy — ORD", "Eligible when delay >30 min or risk HIGH. WX-ORD-0818 covers weather/ATC, MX-ORD-0818 for mechanical. Priority: 1) Same airline next flight 2) Partner 3) Other hub.", [policyText], "secondary")
+policyText = TextContent("Meals/hotels per contract if overnight. Notify via SMS + app push. Seats held 15 min pending ticketing.", "small")
+footerNote = TextContent("Data: AODB • CrewTrac • SITA • NWS Aviation Weather • Gate changes push to FIDS & mobile app instantly.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..d0255fee3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-airline__r4.txt
@@ -0,0 +1,119 @@
+root = Card([topBar, kpiRow, flightSection, splitRow1, splitRow2, connectionsSection, rebookSection], "clear", "column", "l")
+topBar = Card([header, hubFormCard], "clear", "row", "m", "center", "between")
+header = CardHeader("Hub Operations — Chicago O'Hare (ORD)", "Tuesday, Aug 18 • 14:42 CDT • Desk: A3 • Shift Lead: M. Alvarez")
+hubFormCard = Card([hubForm], "card", "column", "s")
+hubForm = Form("hub-switcher", hubButtons, [hubField])
+hubField = FormControl("View Different Hub", hubSelect, "Switch hub to load its flights, crews & weather")
+hubSelect = Select("hub", [hubORD, hubDFW, hubATL, hubDEN, hubLAX], "Select hub", null, "ORD", "small")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare (Current)")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubATL = SelectItem("ATL", "ATL — Atlanta")
+hubDEN = SelectItem("DEN", "DEN — Denver")
+hubLAX = SelectItem("LAX", "LAX — Los Angeles")
+hubButtons = Buttons([hubViewBtn], "row")
+hubViewBtn = Button("Load Hub", null, "primary", "normal", "small")
+kpiRow = Card([otpCard, loadCard, turnaroundCard, cancelCard], "clear", "row", "m", "stretch", "between")
+otpCard = Card([otpHeading, otpProgress, otpDetail, otpSub], "card", "column", "s")
+otpHeading = Heading("On-Time Performance Today", "h4")
+otpProgress = Progress(78.4, "78.4% on-time")
+otpDetail = TextContent("112 of 143 flights on-time (≤15 min) • 19 delayed • 4 cancelled", "small")
+otpSub = Badge("Below target 82%", "warning")
+loadCard = Card([loadHeading, loadValue, loadDetail, loadProgress], "card", "column", "s")
+loadHeading = Heading("Avg Passenger Load", "h4")
+loadValue = TextContent("84.7%", "large-heavy")
+loadDetail = TextContent("Avg load factor today • 16,240 pax / 19,180 seats • Peak: 94% on AA1842", "small")
+loadProgress = Progress(84.7, "Load factor")
+turnaroundCard = Card([turnaroundHeading, turnaroundValue, turnaroundDetail, turnaroundProgress], "card", "column", "s")
+turnaroundHeading = Heading("Avg Turnaround Time", "h4")
+turnaroundValue = TextContent("42 min", "large-heavy")
+turnaroundDetail = TextContent("Target 38 min • +4 min vs target • Longest: UA1189 (61 min, B12)", "small")
+turnaroundProgress = Progress(90, "38 min target")
+cancelCard = Card([cancelHeading, cancelValue, cancelDetail, cancelBadge], "card", "column", "s")
+cancelHeading = Heading("Cancellations Today", "h4")
+cancelValue = TextContent("4 flights", "large-heavy")
+cancelDetail = TextContent("2.8% of schedule • AA2101, DL1438, UA882, WN4491 • 512 pax impacted", "small")
+cancelBadge = Badge("2 weather • 2 crew", "destructive")
+flightSection = Card([flightHeader, flightTable, flightFooter], "card", "column", "m")
+flightHeader = CardHeader("Today's Flights — All Gates", "143 scheduled • Live status • Tap status to see details")
+flightTable = Table([colFlight, colRoute, colGate, colSched, colActual, colStatus])
+colFlight = Col("Flight", ["AA1842", "UA1189", "DL1438", "AA2101", "UA882", "WN4491", "AA1078", "UA442", "DL2091", "AA331", "UA1904", "DL881"])
+colRoute = Col("Route", ["ORD→LAX", "ORD→SFO", "ORD→ATL", "ORD→DFW", "ORD→DEN", "ORD→PHX", "JFK→ORD", "ORD→MIA", "ORD→MSP", "LGA→ORD", "ORD→SEA", "ORD→DTW"])
+colGate = Col("Gate", ["H8", "B12", "C4", "K12", "B7", "E3", "H11", "C9", "G5", "H6", "B14", "C2"])
+colSched = Col("Scheduled", ["08:15", "09:40", "10:05", "10:30", "11:10", "11:45", "12:20", "13:05", "13:40", "14:10", "14:55", "15:20"])
+colActual = Col("Actual / Est.", ["08:22", "10:41", "—", "—", "—", "—", "12:18", "13:12", "14:35", "14:08", "14:55", "15:20"])
+colStatus = Col("Status", ["Departed", "Delayed", "Cancelled", "Cancelled", "Cancelled", "Cancelled", "Arrived", "Delayed", "Delayed", "On Time", "On Time", "Boarding"])
+flightFooter = TextContent("Showing 12 of 143 flights • Filter: All statuses • Updated 14:41 CDT • Full list in OpsView", "small")
+splitRow1 = Card([delayedPanel, gatePanel], "clear", "row", "m", "stretch", "between")
+delayedPanel = Card([delayedHeader, delayedAlert, delayedList], "card", "column", "m")
+delayedHeader = CardHeader("Delayed Flights", "19 active • 6 >60 min • Requires attention")
+delayedAlert = Alert("Delay cluster at Concourse B", "UA1189 (+61), UA882 (cancelled), UA1904 at risk — inbound ATC delay + ground stop 09:30-10:15", "warning")
+delayedList = ListBlock([delayedItem1, delayedItem2, delayedItem3, delayedItem4, delayedItem5], "number")
+delayedItem1 = ListItem("UA1189 — ORD→SFO • Gate B12", "Delayed 61 min • ETD 10:41 • Reason: Late inbound aircraft + ATC • 142 pax", null, "Rebook")
+delayedItem2 = ListItem("UA442 — ORD→MIA • Gate C9", "Delayed 47 min • ETD 13:52 • Reason: Crew connection • 118 pax, 14 tight connections", null, "Rebook")
+delayedItem3 = ListItem("DL2091 — ORD→MSP • Gate G5", "Delayed 55 min • ETD 14:35 • Reason: Maintenance hold • 96 pax", null, "Rebook")
+delayedItem4 = ListItem("AA1842 — ORD→LAX • Gate H8", "Delayed 7 min • Departed 08:22 • Reason: Pushback queue", null, "View")
+delayedItem5 = ListItem("AA331 — LGA→ORD • Gate H6", "Delayed 22 min inbound • ETA 14:32 • May impact AA1078 turnaround", null, "Monitor")
+gatePanel = Card([gateHeader, gateAlert, gateTable], "card", "column", "m")
+gateHeader = CardHeader("Recent Gate Changes", "Last 60 minutes • 5 changes")
+gateAlert = Callout("info", "Auto-assignment active", "System reassigned 3 flights due to B-concourse congestion. Confirm with ramp.")
+gateTable = Table([gateColFlight, gateColRoute, gateColChange, gateColTime, gateColReason])
+gateColFlight = Col("Flight", ["UA1189", "AA1078", "DL2091", "UA442", "AA331"])
+gateColRoute = Col("Route", ["ORD→SFO", "JFK→ORD", "ORD→MSP", "ORD→MIA", "LGA→ORD"])
+gateColChange = Col("Gate Change", ["B6 → B12", "H11 → H8A", "G5 → G2", "C9 → C11", "H6 → H6*"])
+gateColTime = Col("Changed", ["13:18", "12:55", "12:41", "11:22", "10:08"])
+gateColReason = Col("Reason", ["Aircraft swap B739", "Arrival conflict", "Maintenance tow", "Crew proximity", "Hold - no change"])
+splitRow2 = Card([crewPanel, weatherPanel], "clear", "row", "m", "stretch", "between")
+crewPanel = Card([crewHeader, crewTable, crewButtons], "card", "column", "m")
+crewHeader = CardHeader("Crews Available for Reassignment", "6 crews legal & rested • 2 on standby")
+crewTable = Table([crewColId, crewColBase, crewColDuty, crewColStatus, crewColQual])
+crewColId = Col("Crew ID", ["UA-CA842", "AA-FO211", "DL-CA09", "UA-FA33", "AA-CA77", "WN-CA14"])
+crewColBase = Col("Base / Position", ["ORD • CA+FO", "ORD • FO", "ORD • CA", "ORD • FA x3", "ORD • CA+FO", "MDW • CA"])
+crewColDuty = Col("Duty Time Left", ["7h 20m", "9h 05m", "6h 40m", "8h 15m", "5h 50m", "10h 00m"])
+crewColStatus = Col("Status", ["Available", "Available", "Standby", "Available", "Available", "Reserve"])
+crewColQual = Col("Aircraft", ["B737", "A320", "A321", "B737", "B738", "B737"])
+crewButtons = Buttons([crewAssignBtn, crewReserveBtn], "row")
+crewAssignBtn = Button("Assign Crew to Flight", null, "primary")
+crewReserveBtn = Button("Call Reserve", null, "secondary")
+weatherPanel = Card([weatherHeader, weatherAlert1, weatherAlert2, weatherDetail, weatherMeta], "card", "column", "m")
+weatherHeader = CardHeader("Weather Advisories — ORD Hub", "Current: 27°C • Winds 240° @ 18G28kt")
+weatherAlert1 = Alert("Thunderstorm Watch until 18:00 CDT", "TS developing west of field. 60% chance TSRA 15:00-17:00. Lightning risk = ramp closure.", "warning")
+weatherAlert2 = Alert("Crosswind Advisory — Runways 10L/10R", "Gusting 28kt crosswind. Expect arrival rate reduction from 96 to 72/hr. Ground delay program in effect.", "info")
+weatherDetail = TextContent("METAR 181451Z 24018G28KT 10SM FEW045 SCT250 27/18 A2988 • TAF: PROB30 TEMPO 1517 3SM TSRA BKN035CB • De-icing not required • Low-level wind shear reported 13:30Z", "small")
+weatherMeta = TagBlock(["Source: NWS • Updated 14:38 CDT", "Impact: High", "Next briefing: 15:00"])
+connectionsSection = Card([connectionsHeader, connCallout, connectionsTable], "card", "column", "m")
+connectionsHeader = CardHeader("Connections at Risk of Being Missed", "23 tight connections • 8 at high risk (<35 min + gate distance)")
+connCallout = Callout("warning", "8 connections <35 min", "UA1189 delay cascades to 5 MIA/LAX connections. DL2091 delay threatens 3 MSP connections. Recommend protection.")
+connectionsTable = Table([connColPax, connColInbound, connColOutbound, connColRisk, connColGateDist, connColAction])
+connColPax = Col("Pax / Group", ["14 pax", "6 pax", "22 pax", "1 pax (UM)", "8 pax", "3 pax"])
+connColInbound = Col("Inbound", ["UA1189 SFO 10:41", "UA1189 SFO 10:41", "AA331 LGA 14:32", "DL2091 MSP 14:35", "UA442 MIA 13:52", "AA1078 JFK 12:18"])
+connColOutbound = Col("Outbound", ["UA442 MIA 13:05→13:52", "UA1904 SEA 14:55", "AA1842 LAX 08:15*", "DL881 DTW 15:20", "UA882 DEN 11:10*", "AA2101 DFW 10:30*"])
+connColRisk = Col("Risk", ["HIGH 24m", "HIGH 14m", "MED 38m", "HIGH 15m", "HIGH 18m", "CANCELLED"])
+connColGateDist = Col("Gate Transfer", ["B12 → C11 (12 min walk)", "B12 → B14 (4 min)", "H6 → H8 (5 min)", "G2 → C2 (16 min)", "C11 → B7 (11 min)", "H11 → K12 (18 min)"])
+connColAction = Col("Action", ["Rebook", "Hold?", "Monitor", "Escort", "Rebook", "Rebooked"])
+rebookSection = Card([rebookHeader, rebookIntro, rebookForm], "card", "column", "m")
+rebookHeader = CardHeader("Rebook Affected Passengers", "Bulk rebook for delayed / cancelled flights • Auto-protect + manual options")
+rebookIntro = TextContent("Select impacted flight(s) to see alternate flights with seats, then confirm rebooking. Affected pax are pre-loaded from flight manifest.", "small")
+rebookForm = Form("rebook", rebookButtons, [rebookFlightField, rebookPaxField, rebookReasonField, rebookOptionField])
+rebookFlightField = FormControl("Impacted Flight(s)", rebookFlightSelect, "Choose one or more delayed/cancelled flights")
+rebookFlightSelect = Select("flight", [rebookOptAA2101, rebookOptDL1438, rebookOptUA882, rebookOptUA1189, rebookOptUA442], "Select flight", null, null, "medium")
+rebookOptAA2101 = SelectItem("AA2101", "AA2101 ORD→DFW (Cancelled) — 128 pax")
+rebookOptDL1438 = SelectItem("DL1438", "DL1438 ORD→ATL (Cancelled) — 142 pax")
+rebookOptUA882 = SelectItem("UA882", "UA882 ORD→DEN (Cancelled) — 96 pax")
+rebookOptUA1189 = SelectItem("UA1189", "UA1189 ORD→SFO (Delayed 61m) — 14 tight connections")
+rebookOptUA442 = SelectItem("UA442", "UA442 ORD→MIA (Delayed 47m) — 22 connections")
+rebookPaxField = FormControl("Passengers to Rebook", rebookPaxInput, "Leave blank to rebook all, or enter count / PNRs")
+rebookPaxInput = Input("pax", "e.g. 14 or PNRs: ABC123, DEF456", "text")
+rebookReasonField = FormControl("Rebook Reason", rebookReasonSelect)
+rebookReasonSelect = Select("reason", [reasonWeather, reasonCrew, reasonMx, reasonATC], "Select reason", null, null, "medium")
+reasonWeather = SelectItem("weather", "Weather — ORD TS Watch")
+reasonCrew = SelectItem("crew", "Crew legality")
+reasonMx = SelectItem("mx", "Maintenance")
+reasonATC = SelectItem("atc", "ATC / Ground Stop")
+rebookOptionField = FormControl("Rebook Option", rebookOptionRadio)
+rebookOptionRadio = RadioGroup("rebook_option", [rebookOptNext, rebookOptProtect, rebookOptPartner], "next")
+rebookOptNext = RadioItem("Next available same airline", "AA2102 16:40 ORD→DFW (42 seats) • DL1448 17:10 ORD→ATL (18 seats)", "next")
+rebookOptProtect = RadioItem("Auto-protect on partner flight", "UA code-share / AA interline — keeps original PNR", "protect")
+rebookOptPartner = RadioItem("Manual select + hotel/meal voucher", "Open inventory view • Issue vouchers if overnight", "manual")
+rebookButtons = Buttons([rebookBtn, rebookSearchBtn], "row")
+rebookBtn = Button("Rebook 128 Passengers", null, "primary")
+rebookSearchBtn = Button("Search Alternates", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..0e0f72cd8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r1.txt
@@ -0,0 +1,107 @@
+root = Card([header, balancesHeading, balancesTable, sepA, spendingHeading, spendingChart, spendingSummary, creditHeading, creditBadge, creditProgress, creditText, vacationHeading, vacationProgress, vacationText, sepB, transactionsHeading, transactionsTable, disputeHeading, disputeForm, sepC, billsHeading, billsList, billsCallout, sepD, actionsHeading, transferForm, freezeForm, freezeDialog, statementForm, alertsForm, footer])
+header = CardHeader("Good morning, Alex", "Tuesday, May 12 • Last login today at 8:42 AM • Personal Banking Home")
+balancesHeading = Heading("Accounts & balances", "h3")
+balancesTable = Table([balanceAccount, balanceBalance, balanceAvailable, balanceDetail])
+balanceAccount = Col("Account", ["Checking ••4582", "High-Yield Savings ••7731", "Cashback Credit ••9044"])
+balanceBalance = Col("Balance", ["$8,420.75", "$24,850.00", "$1,842.30"])
+balanceAvailable = Col("Available", ["$8,420.75", "$24,850.00", "$13,157.70"])
+balanceDetail = Col("Details", ["Everyday • No fees", "4.10% APY • Vacation fund", "$15,000 limit • Due May 22"])
+sepA = Separator("horizontal", true)
+spendingHeading = Heading("Spending split — May 2026", "h3")
+spendingChart = PieChart(["Groceries", "Dining Out", "Transport", "Shopping", "Bills & Utilities", "Entertainment"], [820, 540, 310, 420, 650, 180], "donut", "circular")
+spendingSummary = TextContent("Total spent this month: **$2,920** • Top category is Groceries (28%). You're $180 under your $3,100 monthly budget.", "small")
+creditHeading = Heading("Credit health", "h3")
+creditBadge = Badge("782 • Very Good", "secondary")
+creditProgress = Progress(92, "782 / 850 • Excellent")
+creditText = TextContent("Up 12 points since March. Utilization 12% • On-time payments 100% • Next update in 6 days.", "small")
+vacationHeading = Heading("Vacation savings goal — Bali 2026", "h3")
+vacationProgress = Progress(68, "$6,800 of $10,000 • 68%")
+vacationText = TextContent("$3,200 to go • Auto-transfer $250 on the 15th • Target date: Nov 2026. Keep going!", "small")
+sepB = Separator("horizontal", true)
+transactionsHeading = Heading("Recent transactions", "h3")
+transactionsTable = Table([txDate, txMerchant, txCategory, txAmount])
+txDate = Col("Date", ["05/11", "05/10", "05/09", "05/08", "05/07", "05/06"])
+txMerchant = Col("Merchant", ["Target #1847", "Shell Gas", "Netflix", "Whole Foods", "Payroll Deposit", "Chase Credit Payment"])
+txCategory = Col("Category", ["Shopping", "Transport", "Entertainment", "Groceries", "Income", "Payment"])
+txAmount = Col("Amount", ["-$42.18", "-$68.50", "-$15.99", "-$127.43", "+$3,250.00", "-$500.00"])
+disputeHeading = Heading("Need help with a transaction?", "h3")
+disputeForm = Form("dispute-transaction", disputeButtons, [disputeTxField, disputeReasonField, disputeDetailsField])
+disputeTxField = FormControl("Transaction to dispute", disputeTxSelect, "Choose from your recent activity")
+disputeTxSelect = Select("dispute_tx", [disputeOpt1, disputeOpt2, disputeOpt3, disputeOpt4], "Select transaction")
+disputeOpt1 = SelectItem("target_0511", "05/11 • Target #1847 • -$42.18")
+disputeOpt2 = SelectItem("shell_0510", "05/10 • Shell Gas • -$68.50")
+disputeOpt3 = SelectItem("netflix_0509", "05/09 • Netflix • -$15.99")
+disputeOpt4 = SelectItem("wholefoods_0508", "05/08 • Whole Foods • -$127.43")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [reason1, reason2, reason3, reason4], "Choose reason")
+reason1 = SelectItem("not_recognized", "I don't recognize this charge")
+reason2 = SelectItem("duplicate", "Duplicate charge")
+reason3 = SelectItem("wrong_amount", "Incorrect amount")
+reason4 = SelectItem("not_received", "Paid but didn't receive goods")
+disputeDetailsField = FormControl("Details", disputeDetailsArea, "Add receipts or context — we’ll review within 48 hours")
+disputeDetailsArea = TextArea("dispute_details", "Describe what happened...", 3)
+disputeButtons = Buttons([disputeBtn, disputeCancel])
+disputeBtn = Button("Submit dispute", null, "primary")
+disputeCancel = Button("Clear", null, "tertiary")
+sepC = Separator("horizontal", true)
+billsHeading = Heading("Bills due soon", "h3")
+billsList = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("Pacific Electric", "Due May 15 • $112.40 • AutoPay OFF", null, "Pay")
+bill2 = ListItem("Fiber Internet", "Due May 18 • $79.00 • AutoPay ON", null, "Scheduled")
+bill3 = ListItem("Cashback Credit ••9044", "Due May 22 • $1,842.30 • Min $45", null, "Pay now")
+bill4 = ListItem("Rent — Elm Apartments", "Due Jun 01 • $1,850.00 • Recurring", null, "Manage")
+billsCallout = Callout("warning", "3 bills due in next 10 days", "Total $2,033.70. Pay your credit balance by May 22 to avoid interest.")
+sepD = Separator("horizontal", true)
+actionsHeading = Heading("Manage your money", "h3")
+transferForm = Form("move-money", transferButtons, [transferFromField, transferToField, transferAmountField, transferSliderField, transferNoteField])
+transferFromField = FormControl("From", transferFromSelect)
+transferFromSelect = Select("from_account", [fromChecking, fromSavings, fromCredit], "Select source")
+fromChecking = SelectItem("checking_4582", "Checking ••4582 • $8,420.75")
+fromSavings = SelectItem("savings_7731", "Savings ••7731 • $24,850.00")
+fromCredit = SelectItem("credit_9044", "Credit ••9044 • $13,157 available")
+transferToField = FormControl("To", transferToSelect)
+transferToSelect = Select("to_account", [toChecking, toSavings, toCredit], "Select destination")
+toChecking = SelectItem("checking_4582_to", "Checking ••4582")
+toSavings = SelectItem("savings_7731_to", "Savings ••7731")
+toCredit = SelectItem("credit_9044_to", "Credit ••9044 • Pay balance")
+transferAmountField = FormControl("Amount", transferAmountInput, "Instant between your accounts • No fees")
+transferAmountInput = Input("amount", "e.g. 250.00", "number")
+transferSliderField = FormControl("Quick select", transferSlider)
+transferSlider = Slider("quick_amount", "discrete", 0, 2000, 50, [500], "$500")
+transferNoteField = FormControl("Note (optional)", transferNoteInput)
+transferNoteInput = Input("note", "e.g. Vacation top-up")
+transferButtons = Buttons([transferBtn, transferLater])
+transferBtn = Button("Move money", null, "primary")
+transferLater = Button("Schedule for later", null, "secondary")
+freezeForm = Form("freeze-control", freezeButtons, [freezeField])
+freezeField = FormControl("Credit line control", freezeCheckGroup, "Blocks new purchases instantly. Recurring subscriptions still process.")
+freezeCheckGroup = CheckBoxGroup("freeze_options", [freezeItem])
+freezeItem = CheckBoxItem("Freeze Cashback Credit ••9044", "Temporarily freeze card • Unfreeze anytime", "freeze_credit", false)
+freezeButtons = Buttons([freezeSaveBtn])
+freezeSaveBtn = Button("Update card status", null, "secondary")
+freezeDialog = AlertDialogBlock("Freeze credit line instantly", "Freeze Cashback Credit ••9044?", "This will decline new purchases and digital wallet taps until you unfreeze. AutoPay bills will still go through.", "Freeze now", "Cancel", "destructive")
+statementForm = Form("statement-period", statementButtons, [statementPeriodField, statementRangeField])
+statementPeriodField = FormControl("Statement period", statementPeriodSelect, "Choose a preset or pick a custom range")
+statementPeriodSelect = Select("statement_period", [periodMay, periodApr, periodMar, periodCustom], "Select period")
+periodMay = SelectItem("2026-05", "May 2026 • Current")
+periodApr = SelectItem("2026-04", "Apr 2026 • $3,120 spent")
+periodMar = SelectItem("2026-03", "Mar 2026 • $2,890 spent")
+periodCustom = SelectItem("custom", "Custom range")
+statementRangeField = FormControl("Custom range", statementRangePicker, "Only needed if you chose Custom")
+statementRangePicker = DatePicker("custom_range", "range")
+statementButtons = Buttons([statementViewBtn, statementDownloadBtn])
+statementViewBtn = Button("View statements", null, "primary")
+statementDownloadBtn = Button("Download PDF", null, "secondary")
+alertsForm = Form("alert-preferences", alertsButtons, [alertsField])
+alertsField = FormControl("What triggers alerts", alertsCheckGroup, "We’ll push and email you when these happen")
+alertsCheckGroup = CheckBoxGroup("alert_triggers", [alert1, alert2, alert3, alert4, alert5, alert6])
+alert1 = CheckBoxItem("Large transaction > $500", "Any single purchase over $500", "alert_large", true)
+alert2 = CheckBoxItem("Low balance < $500", "Checking falls below $500", "alert_low", true)
+alert3 = CheckBoxItem("Bill due in 3 days", "Reminder before due date", "alert_bill", true)
+alert4 = CheckBoxItem("International charge", "Card used outside US", "alert_intl", false)
+alert5 = CheckBoxItem("Login from new device", "New browser or phone", "alert_login", true)
+alert6 = CheckBoxItem("Vacation goal milestone", "Every 25% progress", "alert_goal", false)
+alertsButtons = Buttons([alertsSaveBtn, alertsMuteBtn])
+alertsSaveBtn = Button("Save alert preferences", null, "primary")
+alertsMuteBtn = Button("Mute all for 7 days", null, "tertiary")
+footer = TextContent("Member FDIC • Need help? Chat 24/7 or call 1-800-555-0199 • All data is demo only", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..41a92cd70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r2.txt
@@ -0,0 +1,119 @@
+root = Card([header, balancesRow, metricsRow, transferAndFreezeRow, spendingAndTransactionsRow, billsAndStatementsRow, alertsCard], "card", "column", "l")
+header = CardHeader("Good morning, Alex", "Tuesday, Aug 12 • Personal Banking Home — all accounts at a glance")
+balancesRow = Card([checkingCard, savingsCard, creditCard], "clear", "row", "m", "stretch", "between", true)
+checkingCard = Card([checkingTitle, checkingAmount, checkingMeta, checkingBadge], "sunk", "column", "s", "start", "start", false)
+checkingTitle = TextContent("Checking •• 4582", "small")
+checkingAmount = Heading("$8,420.50", "h2")
+checkingMeta = TextContent("Available balance", "small")
+checkingBadge = Badge("Primary", "secondary")
+savingsCard = Card([savingsTitle, savingsAmount, savingsMeta, savingsBadge], "sunk", "column", "s", "start", "start", false)
+savingsTitle = TextContent("Savings •• 7731", "small")
+savingsAmount = Heading("$22,150.00", "h2")
+savingsMeta = TextContent("APY 4.25% • High-yield savings", "small")
+savingsBadge = Badge("+ $312 this month", "secondary")
+creditCard = Card([creditTitle, creditAmount, creditMeta, creditBadge], "sunk", "column", "s", "start", "start", false)
+creditTitle = TextContent("Credit •• 9014", "small")
+creditAmount = Heading("$1,240.80", "h2")
+creditMeta = TextContent("$8,759.20 available • Limit $10,000 • Due Aug 28", "small")
+creditBadge = Badge("Due in 16 days", "outline")
+metricsRow = Card([creditScoreCard, vacationCard], "clear", "row", "m", "stretch", "between", true)
+creditScoreCard = Card([creditScoreHeader, creditScoreMain, creditScoreProgress, creditScoreNote], "card", "column", "m", "start", "start", false)
+creditScoreHeader = CardHeader("Credit Score", "Experian • Updated today")
+creditScoreMain = Card([scoreValue, scoreBadge], "clear", "row", "s", "center", "start", false)
+scoreValue = Heading("782", "h1")
+scoreBadge = Badge("Excellent", "secondary")
+creditScoreProgress = Progress(78.2, "782 / 850")
+creditScoreNote = TextContent("+12 pts since last month • Next update Sep 12", "small")
+vacationCard = Card([vacationHeader, vacationProgress, vacationDetails, vacationBoost], "card", "column", "m", "start", "start", false)
+vacationHeader = CardHeader("Vacation Savings Goal", "Bali • Dec 2025 • $10,000 target")
+vacationProgress = Progress(68, "$6,800 of $10,000")
+vacationDetails = TextContent("$3,200 to go • 68% complete • On track for November at $400/mo", "small")
+vacationBoost = Buttons([boostBtn], "row")
+boostBtn = Button("Add extra contribution", null, "secondary")
+transferAndFreezeRow = Card([moveMoneyCard, freezeCard], "clear", "row", "m", "stretch", "between", true)
+moveMoneyCard = Card([moveMoneyHeader, moveMoneyForm], "card", "column", "m", "start", "start", false)
+moveMoneyHeader = CardHeader("Move Money", "Instant transfer between your accounts")
+moveMoneyForm = Form("move-money", moveMoneyButtons, [moveFromField, moveToField, moveAmountField])
+moveFromField = FormControl("From", moveFromSelect)
+moveFromSelect = Select("from_account", [fromChecking, fromSavings, fromCredit], "Select account")
+fromChecking = SelectItem("checking", "Checking ••4582 — $8,420.50")
+fromSavings = SelectItem("savings", "Savings ••7731 — $22,150.00")
+fromCredit = SelectItem("credit", "Credit ••9014 — $1,240.80 due")
+moveToField = FormControl("To", moveToSelect)
+moveToSelect = Select("to_account", [toChecking, toSavings, toCredit], "Select account")
+toChecking = SelectItem("checking", "Checking ••4582")
+toSavings = SelectItem("savings", "Savings ••7731")
+toCredit = SelectItem("credit", "Credit ••9014")
+moveAmountField = FormControl("Amount", moveAmountInput, "Transfers are instant and fee-free between your accounts")
+moveAmountInput = Input("amount", "$250.00", "text")
+moveMoneyButtons = Buttons([moveBtn], "row")
+moveBtn = Button("Move money", null, "primary")
+freezeCard = Card([freezeHeader, freezeSwitchGroup, freezeAlert, freezeNote], "card", "column", "m", "start", "start", false)
+freezeHeader = CardHeader("Card Controls", "Credit ••9014 • Freeze instantly blocks new purchases")
+freezeSwitchGroup = SwitchGroup("freeze_controls", [freezeSwitch], "card")
+freezeSwitch = SwitchItem("Freeze credit line", "Instantly block new purchases and cash advances", "freeze_credit", false)
+freezeAlert = AlertDialogBlock("Freeze now", "Freeze your credit line?", "This will immediately decline new purchases on card ••9014. Recurring payments and refunds still process. You can unfreeze anytime.", "Freeze card", "Cancel", "destructive")
+freezeNote = TextContent("Freezing does not affect automatic payments, refunds, or your balance due.", "small")
+spendingAndTransactionsRow = Card([transactionsCard, spendingCard], "clear", "row", "m", "stretch", "between", true)
+transactionsCard = Card([transactionsHeader, transactionTable, disputeDialog], "card", "column", "m", "start", "start", false)
+transactionsHeader = CardHeader("Recent Transactions", "Last 6 • Tap dispute to challenge a charge")
+transactionTable = Table([txMerchantCol, txDateCol, txCategoryCol, txAmountCol])
+txMerchantCol = Col("Merchant", ["Whole Foods", "Shell Gas", "Netflix", "Sweetgreen", "AT&T Wireless", "United Airlines"])
+txDateCol = Col("Date", ["Aug 11", "Aug 10", "Aug 09", "Aug 08", "Aug 07", "Aug 06"])
+txCategoryCol = Col("Category", ["Groceries", "Transport", "Entertainment", "Dining", "Bills", "Travel"])
+txAmountCol = Col("Amount", ["-$84.32", "-$52.18", "-$15.99", "-$18.50", "-$89.00", "-$342.00"])
+disputeDialog = DialogBlock("Dispute a transaction", "Dispute a transaction", "Select a transaction and tell us what went wrong. We'll investigate within 10 business days and credit you provisionally.", [disputeForm, disputeHelp], "outline")
+disputeForm = Form("dispute", disputeButtons, [disputeTxField, disputeReasonField, disputeDetailsField])
+disputeTxField = FormControl("Transaction to dispute", disputeTxSelect)
+disputeTxSelect = Select("dispute_tx", [dTx1, dTx2, dTx3, dTx4], "Select transaction")
+dTx1 = SelectItem("wholefoods_0811", "Whole Foods — $84.32 • Aug 11")
+dTx2 = SelectItem("shell_0810", "Shell Gas — $52.18 • Aug 10")
+dTx3 = SelectItem("united_0806", "United Airlines — $342.00 • Aug 06")
+dTx4 = SelectItem("att_0807", "AT&T Wireless — $89.00 • Aug 07")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("reason", [rFraud, rDuplicate, rWrongAmount, rNotReceived], "Choose reason")
+rFraud = SelectItem("fraud", "I don't recognize this charge")
+rDuplicate = SelectItem("duplicate", "Charged twice")
+rWrongAmount = SelectItem("wrong_amount", "Incorrect amount")
+rNotReceived = SelectItem("not_received", "Paid but didn't receive goods/service")
+disputeDetailsField = FormControl("Details", disputeDetailsInput, "Add receipts or extra context if you have them")
+disputeDetailsInput = TextArea("details", "Describe the issue...", 3)
+disputeButtons = Buttons([submitDisputeBtn], "row")
+submitDisputeBtn = Button("Submit dispute", null, "primary")
+disputeHelp = TextContent("Need help? Call 1-800-555-0199 or chat with support 24/7.", "small")
+spendingCard = Card([spendingHeader, spendingChart, spendingNote], "card", "column", "m", "start", "start", false)
+spendingHeader = CardHeader("Spending by Category", "This month • Aug 1–12 • $3,100 total")
+spendingChart = PieChart(["Dining", "Groceries", "Transport", "Shopping", "Bills", "Entertainment"], [680, 520, 310, 440, 890, 260], "donut", "circular")
+spendingNote = TextContent("Bills 29% • Dining 22% • Groceries 17% • Largest: AT&T $89 on Aug 07", "small")
+billsAndStatementsRow = Card([billsCard, statementCard], "clear", "row", "m", "stretch", "between", true)
+billsCard = Card([billsHeader, billsList], "card", "column", "m", "start", "start", false)
+billsHeader = CardHeader("Bills Due Soon", "Next 14 days • 4 upcoming")
+billsList = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("PG&E — Electric", "Due Aug 20 • $142.30 • Autopay off", null, "Pay")
+bill2 = ListItem("Rent — Avalon Apartments", "Due Aug 25 • $2,100.00 • Autopay on", null, "Scheduled")
+bill3 = ListItem("Chase Credit — Minimum", "Due Aug 28 • $35.00 • $1,240.80 total", null, "Pay")
+bill4 = ListItem("Spotify Family", "Due Aug 30 • $16.99 • Autopay on", null, "Manage")
+statementCard = Card([statementHeader, statementPicker, statementActions], "card", "column", "m", "start", "start", false)
+statementHeader = CardHeader("Statements", "Pick a period to view or download")
+statementPicker = Form("statement-period", statementButtons, [periodField, dateRangeField])
+periodField = FormControl("Statement period", periodSelect)
+periodSelect = Select("period", [pAug, pJul, pJun, pCustom], "Choose period")
+pAug = SelectItem("aug25", "Aug 1–31, 2025 (Current)")
+pJul = SelectItem("jul25", "Jul 1–31, 2025")
+pJun = SelectItem("jun25", "Jun 1–30, 2025")
+pCustom = SelectItem("custom", "Custom range")
+dateRangeField = FormControl("Custom dates", dateRangePicker, "Only needed if you choose Custom range")
+dateRangePicker = DatePicker("custom_range", "range")
+statementButtons = Buttons([viewStatementBtn, downloadBtn], "row")
+viewStatementBtn = Button("View statement", null, "primary")
+downloadBtn = Button("Download PDF", null, "secondary")
+statementActions = TextContent("Statements available for the last 24 months • PDFs include all accounts.", "small")
+alertsCard = Card([alertsHeader, alertsSwitchGroup, alertsNote], "card", "column", "m", "start", "start", false)
+alertsHeader = CardHeader("Alert Preferences", "Manage what triggers push & email alerts")
+alertsSwitchGroup = SwitchGroup("alert_triggers", [alertLowBalance, alertLargeTx, alertDueBill, alertCreditScore, alertLogin], "sunk")
+alertLowBalance = SwitchItem("Low balance", "Checking below $500", "low_balance", true)
+alertLargeTx = SwitchItem("Large transaction", "Any transaction over $200", "large_tx", true)
+alertDueBill = SwitchItem("Bill due soon", "3 days before due date", "bill_due", true)
+alertCreditScore = SwitchItem("Credit score change", "Score changes by 10+ points", "score_change", false)
+alertLogin = SwitchItem("New login", "Login from new device or location", "new_login", true)
+alertsNote = TextContent("Alerts sent via push and email. Turn off anytime. Critical security alerts always on.", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..9386226f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r3.txt
@@ -0,0 +1,127 @@
+root = Card([header, balancesHeader, balancesGrid, sep1, row1, row2, row3, disputeCard, sep2, footerNote], "card", "column", "l")
+header = CardHeader("Personal Banking Home", "Good morning, Alex • May 15, 2026 • Last login Today 8:42 AM")
+balancesHeader = Heading("Balances", "h2")
+balancesGrid = Card([checkingCard, savingsCard, creditCardBal], "clear", "row", "m", "stretch", "between", true)
+checkingCard = Card([checkingTitle, checkingAmount, checkingSub, checkingBadge], "sunk", "column", "s")
+checkingTitle = TextContent("Checking •• 4821", "small-heavy")
+checkingAmount = Heading("$4,284.19", "h2")
+checkingSub = TextContent("Available • +$320.00 pending deposit", "small")
+checkingBadge = Badge("Everyday", "secondary")
+savingsCard = Card([savingsTitle, savingsAmount, savingsSub, savingsBadge], "sunk", "column", "s")
+savingsTitle = TextContent("Savings •• 7734", "small-heavy")
+savingsAmount = Heading("$12,850.00", "h2")
+savingsSub = TextContent("APY 4.10% • +$38.42 interest this month", "small")
+savingsBadge = Badge("Goal linked", "outline")
+creditCardBal = Card([creditTitle, creditAmount, creditSub, creditBadge], "sunk", "column", "s")
+creditTitle = TextContent("Credit •• 9012", "small-heavy")
+creditAmount = Heading("$1,240.50", "h2")
+creditSub = TextContent("Owed • $8,759.50 available • Due Jun 02", "small")
+creditBadge = Badge("Utilization 12%", "secondary")
+sep1 = Separator("horizontal", true)
+row1 = Card([txnCard, spendCard], "clear", "row", "m", "stretch", "between", true)
+txnCard = Card([txnHeader, txnTable, txnFooter], "card", "column", "m")
+txnHeader = Heading("Recent Transactions", "h3")
+txnTable = Table([txnMerchantCol, txnDateCol, txnCategoryCol, txnAmountCol])
+txnMerchantCol = Col("Merchant", ["Whole Foods Market", "Shell Gas Station", "Netflix", "Rent Payment - May", "Starbucks", "CVS Pharmacy"], "string")
+txnDateCol = Col("Date", ["May 14", "May 13", "May 12", "May 10", "May 09", "May 08"], "string")
+txnCategoryCol = Col("Category", ["Groceries", "Transport", "Entertainment", "Housing", "Dining", "Health"], "string")
+txnAmountCol = Col("Amount", ["-$86.42", "-$54.18", "-$15.99", "-$1,450.00", "-$6.75", "-$32.40"], "string")
+txnFooter = TextContent("Showing 6 most recent • Search all transactions in Statements", "small")
+spendCard = Card([spendHeader, spendChart, spendLegend, spendCallout], "card", "column", "m")
+spendHeader = Heading("Spending Split — This Month", "h3")
+spendChart = PieChart(["Housing", "Groceries", "Dining", "Transport", "Entertainment", "Shopping", "Bills"], [1450, 420, 285, 210, 95, 180, 310], "donut", "circular")
+spendLegend = TextContent("Housing 49% • Groceries 14% • Bills 10% • Dining 9% • Transport 7% • Shopping 6% • Entertainment 3%", "small")
+spendCallout = TextCallout("neutral", "On track", "You've spent $2,950 of your $3,500 monthly budget. $550 remaining.")
+row2 = Card([billsCard, goalsCol], "clear", "row", "m", "stretch", "between", true)
+billsCard = Card([billsHeader, billsList, billsCallout], "card", "column", "m")
+billsHeader = Heading("Bills Due Soon", "h3")
+billsList = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("Electric — PG&E", "Due May 20 • $128.40 • Autopay off", null, "Pay now")
+bill2 = ListItem("Internet — Sonic Fiber", "Due May 22 • $69.99 • Autopay on", null, "View")
+bill3 = ListItem("Credit Card Payment", "Due Jun 02 • $1,240.50 • Minimum $35", null, "Pay")
+bill4 = ListItem("Renter's Insurance", "Due May 28 • $42.00 • Autopay on", null, "View")
+billsCallout = Alert("2 bills due in 5 days", "Electric and Internet are due before May 20. Set up Autopay to avoid late fees.", "warning")
+goalsCol = Card([vacationCard, creditScoreCard], "clear", "column", "m")
+vacationCard = Card([vacationHeader, vacationProgress, vacationMeta, vacationActions], "card", "column", "m")
+vacationHeader = Heading("Vacation Savings Goal — Bali", "h3")
+vacationProgress = Progress(68, "68% • $3,400 of $5,000")
+vacationMeta = TextContent("$1,600 to go • Auto-save $150 every Friday • Target: Aug 12, 2026", "small")
+vacationActions = Buttons([addMoneyBtn, editGoalBtn])
+addMoneyBtn = Button("Add money", null, "primary")
+editGoalBtn = Button("Edit goal", null, "secondary")
+creditScoreCard = Card([creditHeader, creditScoreRow, creditProgress, creditDesc], "card", "column", "m")
+creditHeader = Heading("Credit Score", "h3")
+creditScoreRow = Card([scoreValue, scoreBadge2], "clear", "row", "s", "center", "between", false)
+scoreValue = Heading("780", "h1")
+scoreBadge2 = Badge("Excellent", "secondary")
+creditProgress = Progress(78, "780 / 850 • Top 12% of members")
+creditDesc = TextContent("Updated May 14 • +12 pts from last month • No missed payments • Utilization 12%", "small")
+row3 = Card([moveCard, manageCol], "clear", "row", "m", "stretch", "between", true)
+moveCard = Card([moveHeader, moveForm, moveNote], "card", "column", "m")
+moveHeader = Heading("Move Money Between Accounts", "h3")
+moveForm = Form("move-money", moveButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings, fromCredit], "Choose account")
+fromChecking = SelectItem("checking_4821", "Checking •• 4821 — $4,284.19")
+fromSavings = SelectItem("savings_7734", "Savings •• 7734 — $12,850.00")
+fromCredit = SelectItem("credit_9012", "Credit •• 9012 — $1,240.50 owed")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose account")
+toChecking = SelectItem("to_checking_4821", "Checking •• 4821")
+toSavings = SelectItem("to_savings_7734", "Savings •• 7734")
+toCredit = SelectItem("to_credit_9012", "Credit •• 9012 — Pay balance")
+amountField = FormControl("Amount", amountInput, "Instant between your accounts. No fees.")
+amountInput = Input("amount", "$ 0.00", "text")
+moveButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer now", null, "primary")
+moveNote = TextContent("Daily transfer limit $5,000 • $0 fees • Transfers post immediately", "small")
+manageCol = Card([controlsCard, statementCard, alertsCard], "clear", "column", "m")
+controlsCard = Card([controlsHeader, freezeSwitchGroup, freezeAlert], "card", "column", "m")
+controlsHeader = Heading("Card Controls", "h3")
+freezeSwitchGroup = SwitchGroup("freeze_controls", [freezeSwitch], "clear")
+freezeSwitch = SwitchItem("Freeze credit line", "Block all new purchases instantly. Recurring payments still process.", "freeze_credit", false)
+freezeAlert = Alert("Freeze is instant and reversible", "Unfreeze anytime. If card is lost, freeze first then call 1-800-555-0199.", "info")
+statementCard = Card([statementHeader, statementForm], "card", "column", "m")
+statementHeader = Heading("Statement Period", "h3")
+statementForm = Form("statement-period", statementButtons, [periodField])
+periodField = FormControl("Pick a period", periodSelect)
+periodSelect = Select("statement_period", [periodMay, periodApr, periodMar, periodFeb], "Select period")
+periodMay = SelectItem("2026-05", "May 1 — May 31, 2026 • Current")
+periodApr = SelectItem("2026-04", "Apr 1 — Apr 30, 2026")
+periodMar = SelectItem("2026-03", "Mar 1 — Mar 31, 2026")
+periodFeb = SelectItem("2026-02", "Feb 1 — Feb 28, 2026")
+statementButtons = Buttons([viewStatementBtn, downloadBtn])
+viewStatementBtn = Button("View statement", null, "primary")
+downloadBtn = Button("Download PDF", null, "secondary")
+alertsCard = Card([alertsHeader, alertsSwitchGroup, alertsHint], "card", "column", "m")
+alertsHeader = Heading("Manage Alert Triggers", "h3")
+alertsSwitchGroup = SwitchGroup("alert_triggers", [alertLargeTxn, alertLowBal, alertBillDue, alertIntlTxn], "clear")
+alertLargeTxn = SwitchItem("Large transactions", "Alert for purchases over $200", "alert_large", true)
+alertLowBal = SwitchItem("Low balance", "Alert when checking falls below $500", "alert_low", true)
+alertBillDue = SwitchItem("Bills due soon", "Remind 3 days before due date", "alert_bill", false)
+alertIntlTxn = SwitchItem("International charges", "Alert for foreign transactions", "alert_intl", true)
+alertsHint = TextContent("Alerts via push + email • Manage channels in Settings", "small")
+disputeCard = Card([disputeHeader, disputeText, disputeDialog], "card", "column", "m")
+disputeHeader = Heading("Need help with a transaction?", "h3")
+disputeText = TextContent("Found an error or unauthorized charge? Open a dispute and we'll review within 1-2 business days. No need to call.", "small")
+disputeDialog = DialogBlock("Dispute a transaction", "Dispute a transaction", "Select the transaction and tell us what happened. We'll notify the merchant and keep you updated.", [disputeForm], "secondary")
+disputeForm = Form("dispute-form", disputeButtons, [disputeTxnField, disputeReasonField, disputeDetailsField])
+disputeTxnField = FormControl("Transaction to dispute", disputeTxnSelect)
+disputeTxnSelect = Select("dispute_txn", [dTxn1, dTxn2, dTxn3, dTxn4], "Choose transaction")
+dTxn1 = SelectItem("txn_wholefoods", "Whole Foods — May 14 — $86.42")
+dTxn2 = SelectItem("txn_shell", "Shell Gas — May 13 — $54.18")
+dTxn3 = SelectItem("txn_netflix", "Netflix — May 12 — $15.99")
+dTxn4 = SelectItem("txn_cvs", "CVS Pharmacy — May 08 — $32.40")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [reasonFraud, reasonDuplicate, reasonAmount, reasonNotReceived], "Select reason")
+reasonFraud = SelectItem("fraud", "Fraud / Unauthorized")
+reasonDuplicate = SelectItem("duplicate", "Duplicate charge")
+reasonAmount = SelectItem("amount", "Incorrect amount")
+reasonNotReceived = SelectItem("not_received", "Did not receive goods / services")
+disputeDetailsField = FormControl("Describe the issue", disputeDetailsInput, "Include dates, amounts, and any merchant contact")
+disputeDetailsInput = TextArea("details", "What happened?", 3)
+disputeButtons = Buttons([submitDisputeBtn, cancelDisputeBtn])
+submitDisputeBtn = Button("Submit dispute", null, "primary")
+cancelDisputeBtn = Button("Cancel", null, "tertiary")
+sep2 = Separator("horizontal", true)
+footerNote = TextContent("Member FDIC • Deposits insured up to $250,000 • Support 24/7 in Messages • Your data is encrypted", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..f6070d479
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-bank__r4.txt
@@ -0,0 +1,124 @@
+root = Card([header, balancesCard, transactionsCard, spendingBillsRow, goalsCreditRow, moveFreezeRow, statementAlertsRow, disputeCard], "clear", "column", "l")
+header = CardHeader("Good morning, Alex", "Personal Banking Home • Tuesday, Aug 12 • Last login today at 8:42 AM")
+balancesCard = Card([balancesTitle, balancesTable, balancesNote], "card", "column", "m")
+balancesTitle = Heading("Balances", "h3")
+balancesTable = Table([balAccountCol, balBalanceCol, balAvailableCol, balStatusCol])
+balAccountCol = Col("Account", ["Checking ••4821", "Savings ••9043", "Credit Card ••7712"])
+balBalanceCol = Col("Current Balance", ["$8,742.19", "$24,310.50", "$1,842.00 owed"])
+balAvailableCol = Col("Available", ["$8,700.01", "$24,310.50", "$8,158.00"])
+balStatusCol = Col("Limit / Type", ["Everyday checking", "High-yield savings • 4.10% APY", "Limit $10,000 • Due Aug 25"])
+balancesNote = TextCallout("neutral", "Available reflects pending transactions", "Checking includes pending debit of $42.18 at Whole Foods. Credit available updates instantly.")
+transactionsCard = Card([transactionsTitle, transactionsTable, transactionsHelp], "card", "column", "m")
+transactionsTitle = Heading("Recent Transactions", "h3")
+transactionsTable = Table([txnMerchantCol, txnDateCol, txnCategoryCol, txnAmountCol])
+txnMerchantCol = Col("Merchant", ["Paycheck Deposit", "Starbucks", "Whole Foods Market", "Shell Gas", "Netflix", "Target", "PG&E Electric"])
+txnDateCol = Col("Date", ["Aug 09", "Aug 11", "Aug 10", "Aug 10", "Aug 09", "Aug 08", "Aug 07"])
+txnCategoryCol = Col("Category", ["Income", "Dining", "Groceries", "Transport", "Entertainment", "Shopping", "Bills"])
+txnAmountCol = Col("Amount", ["+$3,200.00", "-$5.75", "-$84.32", "-$52.00", "-$15.99", "-$127.44", "-$118.60"])
+transactionsHelp = TextContent("Tap Dispute below if you don't recognize a charge. Amounts in green are credits.", "small")
+spendingBillsRow = Card([spendingCard, billsCard], "clear", "row", "m", "stretch", "between", true)
+spendingCard = Card([spendingTitle, spendingChart, spendingCaption], "card", "column", "m")
+spendingTitle = Heading("Spending Split — This Month", "h3")
+spendingChart = PieChart(["Dining", "Groceries", "Transport", "Shopping", "Bills", "Entertainment"], [420, 680, 310, 540, 890, 210], "donut", "circular")
+spendingCaption = TextContent("Total spent: $3,050 • Bills is your largest category at 29% • Aug 1–12", "small")
+billsCard = Card([billsTitle, billsList, billsCallout], "card", "column", "m")
+billsTitle = Heading("Bills Due Soon", "h3")
+billsList = ListBlock([billElectric, billInternet, billCredit, billRent])
+billElectric = ListItem("PG&E Electric", "Due Aug 18 • $118.60 • Autopay off", null, "Pay")
+billInternet = ListItem("Xfinity Internet", "Due Aug 20 • $79.99 • Autopay on", null, "Scheduled")
+billCredit = ListItem("Credit Card Payment", "Due Aug 25 • $500.00 minimum • $1,842.00 statement", null, "Pay")
+billRent = ListItem("Rent — Parkview Apts", "Due Sep 01 • $1,850.00 • Recurring", null, "Pay")
+billsCallout = Callout("warning", "2 bills due within 7 days", "Electric and Internet total $198.59. Keep at least $500 in Checking to avoid low-balance alert.")
+goalsCreditRow = Card([vacationCard, creditCard], "clear", "row", "m", "stretch", "between", true)
+vacationCard = Card([vacationTitle, vacationProgress, vacationStats, vacationNote], "sunk", "column", "m")
+vacationTitle = Heading("Vacation Savings Goal", "h3")
+vacationProgress = Progress(68, "$3,400 of $5,000 • 68%")
+vacationStats = Table([vacationMetricCol, vacationValueCol])
+vacationMetricCol = Col("Metric", ["Saved", "Remaining", "Target date"])
+vacationValueCol = Col("Value", ["$3,400.00", "$1,600.00", "Dec 15, 2025"])
+vacationNote = TextContent("You're $200 ahead of schedule. Auto-transfer $150 every payday is on.", "small")
+creditCard = Card([creditTitle, creditScoreRow, creditBar, creditDetail], "card", "column", "m")
+creditTitle = Heading("Credit Score", "h3")
+creditScoreRow = Card([creditScoreText, creditBadge], "clear", "row", "m", "center", "between", false)
+creditScoreText = TextContent("782", "large-heavy")
+creditBadge = Badge("Excellent", "secondary")
+creditBar = Progress(92, "782 / 850 • Updated Aug 10 • Experian")
+creditDetail = TextContent("Up 12 points since last month. Utilization 18% — paying down $300 would drop you below 15%.", "small")
+moveFreezeRow = Card([moveMoneyCard, freezeCard], "clear", "row", "m", "stretch", "between", true)
+moveMoneyCard = Card([moveMoneyTitle, moveMoneyForm], "card", "column", "m")
+moveMoneyTitle = Heading("Move Money Between Accounts", "h3")
+moveMoneyForm = Form("move-money", moveMoneyButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings, fromCredit], "Select source")
+fromChecking = SelectItem("checking_4821", "Checking ••4821 — $8,742.19")
+fromSavings = SelectItem("savings_9043", "Savings ••9043 — $24,310.50")
+fromCredit = SelectItem("credit_7712", "Credit Card ••7712 — $8,158 available")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Select destination")
+toChecking = SelectItem("checking_4821_to", "Checking ••4821")
+toSavings = SelectItem("savings_9043_to", "Savings ••9043")
+toCredit = SelectItem("credit_7712_to", "Credit Card ••7712 — Pay balance")
+amountField = FormControl("Amount", amountInput, "Daily transfer limit $5,000 • Transfers are instant between your accounts")
+amountInput = Input("amount", "e.g. 250.00", "number")
+moveMoneyButtons = Buttons([moveBtn, moveCancelBtn])
+moveBtn = Button("Transfer", null, "primary")
+moveCancelBtn = Button("Clear", null, "tertiary")
+freezeCard = Card([freezeTitle, freezeDesc, freezeSwitchGroup, freezeAlert, freezeHint], "card", "column", "m")
+freezeTitle = Heading("Freeze Credit Line", "h3")
+freezeDesc = TextContent("Instantly block new purchases, cash advances, and digital wallet use on your credit card. Recurring bills already authorized may still post.", "small")
+freezeSwitchGroup = SwitchGroup("freeze_controls", [freezeSwitch], "card")
+freezeSwitch = SwitchItem("Freeze Credit Card ••7712", "When on, new purchases will be declined", "freeze_credit", false)
+freezeAlert = AlertDialogBlock("Freeze credit line now", "Freeze your credit line?", "This will immediately decline new purchases on card ••7712. You can unfreeze anytime from this screen. Current balance and autopays are not affected.", "Freeze", "Cancel", "destructive")
+freezeHint = TextContent("Need a temporary lock? Use the switch for quick toggle or the button to confirm with a prompt.", "small")
+statementAlertsRow = Card([statementCard, alertsCard], "clear", "row", "m", "stretch", "between", true)
+statementCard = Card([statementTitle, statementForm], "card", "column", "m")
+statementTitle = Heading("Statement Period", "h3")
+statementForm = Form("statement-period", statementButtons, [periodField, customRangeField])
+periodField = FormControl("Pick a period", periodSelect)
+periodSelect = Select("period", [pAug, pJul, pJun, pCustom], "Choose period")
+pAug = SelectItem("2025-08", "August 2025 • Current")
+pJul = SelectItem("2025-07", "July 2025 • Closed")
+pJun = SelectItem("2025-06", "June 2025 • Closed")
+pCustom = SelectItem("custom", "Custom range...")
+customRangeField = FormControl("Custom range", customRangePicker, "Only needed if you chose Custom range")
+customRangePicker = DatePicker("custom_range", "range")
+statementButtons = Buttons([statementViewBtn, statementDownloadBtn])
+statementViewBtn = Button("View statement", null, "primary")
+statementDownloadBtn = Button("Download PDF", null, "secondary")
+alertsCard = Card([alertsTitle, alertsForm], "card", "column", "m")
+alertsTitle = Heading("Manage Alert Triggers", "h3")
+alertsForm = Form("alert-prefs", alertsButtons, [alertsGroupField])
+alertsGroupField = FormControl("Notify me when", alertsCheckGroup)
+alertsCheckGroup = CheckBoxGroup("alert_triggers", [alertLarge, alertLowBal, alertBillDue, alertIntl, alertUtil], null, ["alert_bill_due", "alert_low_bal"])
+alertLarge = CheckBoxItem("Large transaction", "Any purchase over $500", "alert_large", false)
+alertLowBal = CheckBoxItem("Low balance", "Checking falls below $500", "alert_low_bal", true)
+alertBillDue = CheckBoxItem("Bill due soon", "3 days before a bill is due", "alert_bill_due", true)
+alertIntl = CheckBoxItem("International charge", "Card used outside the U.S.", "alert_intl", false)
+alertUtil = CheckBoxItem("Credit utilization", "Utilization exceeds 30%", "alert_util", false)
+alertsButtons = Buttons([alertsSaveBtn, alertsResetBtn])
+alertsSaveBtn = Button("Save preferences", null, "primary")
+alertsResetBtn = Button("Reset", null, "tertiary")
+disputeCard = Card([disputeTitle, disputeText, disputeDialog, disputeFallback], "card", "column", "m")
+disputeTitle = Heading("Dispute a Transaction", "h3")
+disputeText = TextContent("Didn't recognize a charge or see an error? Open a dispute and we'll investigate within 24 hours. No impact to your credit while under review.", "small")
+disputeDialog = DialogBlock("Dispute a transaction", "Dispute a transaction", "Select the transaction and tell us what's wrong. We'll open a case and email you updates.", [disputeForm], "outline")
+disputeForm = Form("dispute-case", disputeButtons, [disputeTxnField, disputeReasonField, disputeDetailsField])
+disputeTxnField = FormControl("Transaction to dispute", disputeTxnSelect)
+disputeTxnSelect = Select("dispute_txn", [dStarbucks, dWholeFoods, dShell, dTarget, dPge], "Choose transaction")
+dStarbucks = SelectItem("txn_starbucks_0811", "Starbucks — Aug 11 — $5.75")
+dWholeFoods = SelectItem("txn_wholefoods_0810", "Whole Foods — Aug 10 — $84.32")
+dShell = SelectItem("txn_shell_0810", "Shell Gas — Aug 10 — $52.00")
+dTarget = SelectItem("txn_target_0808", "Target — Aug 08 — $127.44")
+dPge = SelectItem("txn_pge_0807", "PG&E Electric — Aug 07 — $118.60")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("reason", [rFraud, rDuplicate, rWrongAmt, rNotReceived], "Select reason")
+rFraud = SelectItem("fraud", "I don't recognize this charge")
+rDuplicate = SelectItem("duplicate", "Charged twice")
+rWrongAmt = SelectItem("wrong_amount", "Incorrect amount")
+rNotReceived = SelectItem("not_received", "Paid but didn't receive goods/service")
+disputeDetailsField = FormControl("Details", disputeDetailsInput, "Add any supporting info — optional but speeds review")
+disputeDetailsInput = TextArea("details", "Describe what happened...", 3)
+disputeButtons = Buttons([disputeSubmitBtn, disputeCancelBtn])
+disputeSubmitBtn = Button("Submit dispute", null, "primary")
+disputeCancelBtn = Button("Cancel", null, "tertiary")
+disputeFallback = TextCallout("info", "Prefer to talk?", "Call 1-800-555-0142 or visit Secure Messages. Cases typically resolve in 2–3 business days.")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..ad3783582
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r1.txt
@@ -0,0 +1,109 @@
+root = Card([header, platformFilter, kpiRow, growthChart, engagementAndAudienceRow, bestPosts, scheduledRow, commentsAndCollabs, earningsDetail, scheduler, followUp], "card", "column", "l")
+header = CardHeader("Creator Studio — Cross-Platform Command Center", "Monitor followers, engagement, content & earnings across YouTube • Instagram • TikTok • X")
+platformFilter = Card([filterHeader, filterButtons, filterHint], "sunk", "column", "s")
+filterHeader = TextContent("11. Filter by Platform — narrows everything below", "small-heavy")
+filterButtons = Buttons([btnAll, btnYT, btnIG, btnTT, btnX], "row")
+btnAll = Button("All Platforms", null, "primary")
+btnYT = Button("YouTube", null, "secondary")
+btnIG = Button("Instagram", null, "secondary")
+btnTT = Button("TikTok", null, "secondary")
+btnX = Button("X", null, "secondary")
+filterHint = TextContent("Currently showing: All platforms • Tap any platform to filter follower total, growth, engagement, best posts, audience split, scheduled posts, best hour, comments, earnings & collabs.", "small")
+kpiRow = Card([followerCard, engagementCard, earningsCard], "clear", "row", "m")
+followerCard = Card([followerHeader, followerTotal, followerGrowth, followerBadge], "card", "column", "s")
+followerHeader = TextContent("1. Total Followers", "small-heavy")
+followerTotal = Heading("2.84M", "h1")
+followerGrowth = TextContent("+42.7K this month (+1.5%) • +5.2% vs last month", "small")
+followerBadge = Badge("All platforms combined", "secondary")
+engagementCard = Card([engHeader, engValue, engProgress, engDesc], "card", "column", "s")
+engHeader = TextContent("2. Engagement Rate", "small-heavy")
+engValue = Heading("6.8%", "h1")
+engProgress = Progress(68, "68% of 10% goal")
+engDesc = TextContent("Avg. likes + comments + shares ÷ reach • Up 0.4pp MoM • Best: 9.2% on Jun 08 Short", "small")
+earningsCard = Card([earnHeader, earnValue, earnBreakdown, earnBadge], "card", "column", "s")
+earnHeader = TextContent("8. Earnings This Month", "small-heavy")
+earnValue = Heading("$18,450", "h1")
+earnBreakdown = TextContent("$12,200 Sponsorships • $4,100 Ad Revenue • $2,150 Tips / Subs", "small")
+earnBadge = Badge("Payout: May 28 • +22% vs April", "secondary")
+growthChart = Card([growthHeader, growthLine], "card", "column", "s")
+growthHeader = CardHeader("1. Follower Growth — Past 30 Days", "Daily total followers across all platforms")
+growthLine = AreaChart(labelsGrowth, [seriesFollowers], "natural", "Date", "Followers")
+labelsGrowth = ["May 19", "May 22", "May 25", "May 28", "May 31", "Jun 03", "Jun 06", "Jun 09", "Jun 12", "Jun 15", "Jun 18"]
+seriesFollowers = Series("Total Followers", [2797300, 2801500, 2808900, 2816200, 2820500, 2827800, 2832100, 2836900, 2840200, 2843500, 2847000])
+engagementAndAudienceRow = Card([audienceCard, bestHourCard], "clear", "row", "m")
+audienceCard = Card([audHeader, audPie, audLegend], "card", "column", "s")
+audHeader = CardHeader("4. Audience Split by Platform", "Share of 2.84M followers")
+audPie = PieChart(["YouTube", "Instagram", "TikTok", "X"], [1240000, 680000, 720000, 200000], "donut", "circular")
+audLegend = TextContent("YouTube 43.6% • Instagram 23.9% • TikTok 25.4% • X 7.0%", "small")
+bestHourCard = Card([hourHeader, hourCallout, hourChart, hourHint], "card", "column", "s")
+hourHeader = CardHeader("6. Best Hour to Post", "Based on last 90 days engagement history")
+hourCallout = Callout("success", "Peak window: 7:00 PM – 8:00 PM EST", "Posts at 7 PM get 2.3× average engagement. Tuesday & Thursday perform best at this hour.")
+hourChart = BarChart(["6AM", "9AM", "12PM", "3PM", "5PM", "7PM", "9PM", "11PM"], [hourSeries], "grouped", "Hour (EST)", "Avg Engagement %")
+hourSeries = Series("Engagement", [2.1, 3.4, 4.8, 4.2, 5.9, 8.4, 6.1, 3.7])
+hourHint = TextContent("Tip: Filter by platform above to see best hour per platform. YouTube peaks 7PM, TikTok peaks 9PM.", "small")
+bestPosts = Card([bestPostsHeader, bestPostsTable], "card", "column", "s")
+bestPostsHeader = CardHeader("3. Best Posts This Month — Ranked by Reach", "Top 5 posts across all platforms")
+bestPostsTable = Table([colPost, colPlatform, colDate, colReach, colEng])
+colPost = Col("Post", ["24H Studio Tour (YouTube Short)", "GRWM: Brand Shoot BTS (TikTok)", "Carousel: 5 Lighting Hacks (IG)", "Thread: Creator Monetization Tips (X)", "Vlog: NYC Creator House (YouTube)"])
+colPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "X", "YouTube"])
+colDate = Col("Date", ["Jun 08", "Jun 11", "Jun 04", "Jun 14", "Jun 02"])
+colReach = Col("Reach", ["1,420,000", "987,000", "642,000", "410,000", "389,000"])
+colEng = Col("Engagement", ["9.2%", "8.7%", "7.4%", "5.1%", "6.9%"])
+scheduledRow = Card([scheduledHeader, scheduledList], "card", "column", "s")
+scheduledHeader = CardHeader("5. Posts Scheduled This Week", "5 queued • Next up: Tomorrow 7:00 PM (in 14 hours)")
+scheduledList = ListBlock([sched1, sched2, sched3, sched4, sched5])
+sched1 = ListItem("Tomorrow 7:00 PM — YouTube Short", "Teaser: New LUT Pack Drop • Auto-publish • Caption ready", null, "Edit")
+sched2 = ListItem("Wed 7:00 PM — TikTok + Instagram Reel", "POV: Client revisions at midnight • Cross-post enabled", null, "Edit")
+sched3 = ListItem("Thu 12:00 PM — Instagram Carousel", "Before/After Color Grade • 5 slides • Hashtags set", null, "Edit")
+sched4 = ListItem("Fri 7:00 PM — YouTube Video", "How I Edit Viral Shorts in 20 Min • Premiere scheduled", null, "Edit")
+sched5 = ListItem("Sun 9:00 AM — X Thread + IG Story", "Weekly earnings breakdown • Scheduled • 4 tweets", null, "Edit")
+commentsAndCollabs = Card([commentsSection, collabSection], "clear", "row", "m")
+commentsSection = Card([commentsHeader, commentsList], "card", "column", "s")
+commentsHeader = CardHeader("7. Comments Waiting for Reply", "7 unreplied • Avg. wait 4.2h • Oldest 11h ago")
+commentsList = ListBlock([c1, c2, c3, c4])
+c1 = ListItem("@mika.creates on TikTok — 'What camera for that low light shot?'", "2h ago • on 'GRWM: Brand Shoot BTS' • 1.2k likes • High priority", null, "Reply")
+c2 = ListItem("@alexedits on YouTube — 'Can you share the LUT? 🔥'", "5h ago • on '24H Studio Tour' • 342 likes", null, "Reply")
+c3 = ListItem("@jordan.design on Instagram — 'Tutorial please!!'", "7h ago • on '5 Lighting Hacks' • 89 likes", null, "Reply")
+c4 = ListItem("@casey_vlog on YouTube — 'Collab idea DM'd you!'", "11h ago • on 'NYC Creator House' • 56 likes", null, "Reply")
+collabSection = Card([collabHeader, collabAlert, collabList], "card", "column", "s")
+collabHeader = CardHeader("9. Pending Collaboration Requests", "3 pending • 2 expiring soon")
+collabAlert = Alert("Action needed", "Lumen Lights offer expires in 2 days — $4,500 + 15% affiliate code. Review brief now.", "warning")
+collabList = ListBlock([collab1, collab2, collab3])
+collab1 = ListItem("Lumen Lights — 1 IG Reel + 2 Stories", "$4,500 + 15% code • Due Jun 22 • Brief attached • Expiring", null, "Review")
+collab2 = ListItem("Notion — YouTube Integration (60s)", "$3,200 • Due Jun 30 • Negotiation: usage rights", null, "Review")
+collab3 = ListItem("Local Coffee Co — TikTok Series (3 videos)", "$1,800 + product • Due Jul 05 • Awaiting reply", null, "Review")
+earningsDetail = Card([earnDetailHeader, earnBar], "card", "column", "s")
+earnDetailHeader = CardHeader("8. Earnings Breakdown — June", "$18,450 total • Sponsorships drive 66% of revenue")
+earnBar = HorizontalBarChart(["Sponsorships", "Ad Revenue", "Tips / Subs", "Affiliate"], [earnSeries], "grouped", "USD", "Category")
+earnSeries = Series("Earnings", [12200, 4100, 2150, 0])
+scheduler = Card([schedFormHeader, schedForm], "card", "column", "s")
+schedFormHeader = CardHeader("10. Schedule a Post", "Write caption, choose platform(s) and time — queues to 'Posts Scheduled This Week'")
+schedForm = Form("schedule-post", schedButtons, [captionField, platformField, dateField, timeField, mediaField])
+captionField = FormControl("Caption", captionInput, "Supports hashtags and @mentions • Preview shows character count per platform")
+captionInput = TextArea("caption", "Write your caption... e.g. 'New studio tour is live! Link in bio 🎬 #creator #setup'", 4)
+platformField = FormControl("Platform(s)", platformCheck, "Select where to publish — will respect best hour suggestions")
+platformCheck = CheckBoxGroup("platforms", [chkYT, chkIG, chkTT, chkX])
+chkYT = CheckBoxItem("YouTube", "Short / Video / Community", "youtube", true)
+chkIG = CheckBoxItem("Instagram", "Reel / Carousel / Story", "instagram", true)
+chkTT = CheckBoxItem("TikTok", "Video", "tiktok", false)
+chkX = CheckBoxItem("X (Twitter)", "Post / Thread", "x", false)
+dateField = FormControl("Date", datePick, "Publish date")
+datePick = DatePicker("publish_date", "single")
+timeField = FormControl("Time (EST)", timeSelect, "Best hour is 7 PM — highlighted below")
+timeSelect = Select("publish_time", [t6, t9, t12, t15, t17, t19, t21], "Select time")
+t6 = SelectItem("06:00", "6:00 AM")
+t9 = SelectItem("09:00", "9:00 AM")
+t12 = SelectItem("12:00", "12:00 PM")
+t15 = SelectItem("15:00", "3:00 PM")
+t17 = SelectItem("17:00", "5:00 PM")
+t19 = SelectItem("19:00", "7:00 PM — Best hour ★")
+t21 = SelectItem("21:00", "9:00 PM")
+mediaField = FormControl("Media", mediaInput, "Paste URL or upload — optional")
+mediaInput = Input("media_url", "https://... or drag & drop file", "url")
+schedButtons = Buttons([schedSubmit, schedSave], "row")
+schedSubmit = Button("Schedule Post", null, "primary")
+schedSave = Button("Save Draft", null, "secondary")
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me only YouTube analytics")
+fu2 = FollowUpItem("Auto-schedule next post for best hour")
+fu3 = FollowUpItem("Draft a reply to pending comments")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..262a2161a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r2.txt
@@ -0,0 +1,107 @@
+root = Card([header, platformFilterCard, kpiRow, growthAudienceHourRow, bestPostsScheduledRow, commentsCollabsRow, scheduleFormCard], "clear", "column", "l")
+header = CardHeader("Cross-Platform Studio", "Monitor, schedule and monetize — all platforms in one place")
+platformFilterCard = Card([filterTitle, filterButtons, filterHint], "sunk", "column", "s")
+filterTitle = TextContent("Narrow everything to one platform", "small-heavy")
+filterButtons = Buttons([btnAll, btnIG, btnTT, btnYT, btnX], "row")
+btnAll = Button("All Platforms", null, "primary", "normal", "small")
+btnIG = Button("Instagram", null, "secondary", "normal", "small")
+btnTT = Button("TikTok", null, "secondary", "normal", "small")
+btnYT = Button("YouTube", null, "secondary", "normal", "small")
+btnX = Button("X (Twitter)", null, "secondary", "normal", "small")
+filterHint = TextContent("Filtering updates followers, engagement, best posts, audience split, schedule and earnings below.", "small")
+kpiRow = Card([followersCard, engagementCard, earningsCard], "clear", "row", "m")
+followersCard = Card([followersHeader, followersTotal, followersBadge, followersSub], "card", "column", "s")
+followersHeader = CardHeader("Followers", "Total across all platforms")
+followersTotal = TextContent("2.84M", "large-heavy")
+followersBadge = Badge("+136K  •  +4.8% this month", "success")
+followersSub = TextContent("May 18 → Jun 17 · +4,520 avg. per day", "small")
+engagementCard = Card([engagementHeader, engagementTotal, engagementProgress, engagementSub], "card", "column", "s")
+engagementHeader = CardHeader("Engagement Rate", "Avg. last 30 days")
+engagementTotal = TextContent("6.42%", "large-heavy")
+engagementProgress = Progress(64.2, "6.42% vs 5.9% last month")
+engagementSub = TextContent("Likes + comments + shares / reach · Top platform: TikTok 8.1%", "small")
+earningsCard = Card([earningsHeader, earningsTotal, earningsBadge, earningsTable], "card", "column", "s")
+earningsHeader = CardHeader("Earnings", "June 1 — 17")
+earningsTotal = TextContent("$18,450", "large-heavy")
+earningsBadge = Badge("+$2,310 vs May", "secondary")
+earningsTable = Table([earnSourceCol, earnAmountCol, earnStatusCol])
+earnSourceCol = Col("Source", ["Brand deals", "Ad revenue", "Subscriptions", "Tips"])
+earnAmountCol = Col("Amount", ["$11,200", "$4,800", "$1,950", "$500"])
+earnStatusCol = Col("Status", ["Paid", "Pending", "Paid", "Paid"])
+growthAudienceHourRow = Card([growthCard, audienceCard, bestHourCard], "clear", "row", "m")
+growthCard = Card([growthHeader, growthChart, growthCallout], "card", "column", "s")
+growthHeader = CardHeader("Follower Growth", "Past 5 weeks")
+growthChart = AreaChart(growthLabels, [growthSeries], "natural", "Week", "Followers")
+growthLabels = ["May 20", "May 27", "Jun 03", "Jun 10", "Jun 17"]
+growthSeries = Series("Followers", [2706000, 2735000, 2780000, 2815000, 2842000])
+growthCallout = TextContent("Steady +4.8% growth — strongest week Jun 3-10 after viral Reel (+35K).", "small")
+audienceCard = Card([audienceHeader, audienceChart, audienceTags], "card", "column", "s")
+audienceHeader = CardHeader("Audience Split", "By platform · 2.84M total")
+audienceChart = PieChart(audienceLabels, audienceValues, "donut", "circular")
+audienceLabels = ["Instagram", "TikTok", "YouTube", "X"]
+audienceValues = [42, 31, 18, 9]
+audienceTags = TagBlock(["IG 1.19M (42%)", "TikTok 880K (31%)", "YouTube 511K (18%)", "X 256K (9%)"])
+bestHourCard = Card([bestHourHeader, bestHourCallout, bestHourChart], "card", "column", "s")
+bestHourHeader = CardHeader("Best Hour to Post", "Based on 90 days of history")
+bestHourCallout = Callout("success", "Post at 7 PM ET", "Peak engagement: 7-8 PM ET weekdays. Tue & Thu perform +23% above average.")
+bestHourChart = BarChart(bestHourLabels, [bestHourSeries], "grouped", "Hour (ET)", "Avg engagement %")
+bestHourLabels = ["9AM", "12PM", "3PM", "6PM", "7PM", "9PM", "11PM"]
+bestHourSeries = Series("Engagement", [3.1, 4.2, 4.8, 5.9, 7.4, 6.1, 3.8])
+bestPostsScheduledRow = Card([bestPostsCard, scheduledCard], "clear", "row", "m")
+bestPostsCard = Card([bestPostsHeader, bestPostsTable], "card", "column", "s")
+bestPostsHeader = CardHeader("Best Posts This Month", "Ranked by reach")
+bestPostsTable = Table([colPost, colPlatform, colReach, colEngagement])
+colPost = Col("Post", ["GRWM: Summer edit", "POV: Client feedback", "Behind the studio", "Tutorial: Cut in 30s"])
+colPlatform = Col("Platform", ["TikTok", "Instagram Reel", "YouTube Short", "Instagram Reel"])
+colReach = Col("Reach", ["1,240,000", "892,000", "645,000", "583,000"])
+colEngagement = Col("Engagement", ["9.2%", "7.8%", "6.5%", "8.4%"])
+scheduledCard = Card([scheduledHeader, scheduledList, scheduledCalendarHint], "card", "column", "s")
+scheduledHeader = CardHeader("Posts Scheduled This Week", "5 queued · Next up tomorrow 7PM")
+scheduledList = ListBlock([sched1, sched2, sched3, sched4, sched5], "number")
+sched1 = ListItem("Tue Jun 18 — 7:00 PM", "IG Reel · '3 hooks that stopped scroll' · Ready", null, "Edit")
+sched2 = ListItem("Wed Jun 19 — 12:00 PM", "TikTok · 'Editing breakdown' · Rendering", null, "View")
+sched3 = ListItem("Thu Jun 20 — 7:00 PM", "YouTube Short · 'Studio tour v2' · Scheduled", null, "Edit")
+sched4 = ListItem("Fri Jun 21 — 9:00 AM", "X + IG Carousel · Brand tease · Awaiting approval", null, "Approve")
+sched5 = ListItem("Sun Jun 22 — 6:00 PM", "TikTok + IG · Weekly recap · Draft", null, "Edit")
+scheduledCalendarHint = TextContent("All times ET · Drag to reschedule in calendar view", "small")
+commentsCollabsRow = Card([commentsCard, collabsCard], "clear", "row", "m")
+commentsCard = Card([commentsHeader, commentsList], "card", "column", "s")
+commentsHeader = CardHeader("Comments Waiting for Reply", "7 need response · 2 flagged urgent")
+commentsList = ListBlock([cmt1, cmt2, cmt3, cmt4], "number")
+cmt1 = ListItem("@mika.studios — 'What camera is this?'", "TikTok · GRWM post · 2h ago · 42 likes", null, "Reply")
+cmt2 = ListItem("@alexcreates — 'Pricing for presets?'", "Instagram · Tutorial post · 5h ago · Urgent", null, "Reply")
+cmt3 = ListItem("@jenna.lee — 'Collab when?? 😍'", "YouTube · Studio tour · 8h ago", null, "Reply")
+cmt4 = ListItem("@brandwatch — 'Love this edit style'", "X · Weekly recap · 11h ago", null, "Reply")
+collabsCard = Card([collabsHeader, collabsTable, collabsAlert], "card", "column", "s")
+collabsHeader = CardHeader("Pending Collaboration Requests", "3 awaiting decision")
+collabsTable = Table([collabBrandCol, collabOfferCol, collabDueCol, collabActionCol])
+collabBrandCol = Col("Brand", ["Notion", "Rode mics", "Skillshare"])
+collabOfferCol = Col("Offer", ["$4,500 / 1 Reel + 2 Stories", "$2,200 + gear / 1 TikTok", "$3,000 / 1 YT integration"])
+collabDueCol = Col("Due", ["Jun 24", "Jun 28", "Jul 02"])
+collabActionCol = Col("Action", ["Review", "Review", "Review"], "action")
+collabsAlert = Callout("warning", "1 request expires in 2 days", "Rode mics offer needs reply by Jun 19 to hold rate.")
+scheduleFormCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a Post", "Create caption, choose platform and time — queues to 'Scheduled This Week'")
+scheduleForm = Form("schedule-post", scheduleFormButtons, [captionField, platformField, dateField, timeField])
+captionField = FormControl("Caption", captionInput, "Supports hashtags and @mentions. AI will suggest hooks.")
+captionInput = TextArea("caption", "Write your caption… e.g. 'Steal my 3 hooks that doubled watch time 👇 #creatorTips'", 4)
+platformField = FormControl("Platform", platformSelect, "Post will be optimized for this platform's specs")
+platformSelect = Select("platform", [platIG, platTT, platYT, platX, platAll], "Choose platform")
+platIG = SelectItem("instagram", "Instagram Reel / Carousel")
+platTT = SelectItem("tiktok", "TikTok")
+platYT = SelectItem("youtube", "YouTube Short")
+platX = SelectItem("x", "X (Twitter)")
+platAll = SelectItem("cross", "Cross-post to all")
+dateField = FormControl("Date", datePicker, "Best hour suggestion: 7 PM ET highlighted")
+datePicker = DatePicker("post_date", "single")
+timeField = FormControl("Time (ET)", timeSelect)
+timeSelect = Select("post_time", [t9, t12, t15, t18, t19, t21], "Select time — 7 PM recommended")
+t9 = SelectItem("09:00", "9:00 AM")
+t12 = SelectItem("12:00", "12:00 PM")
+t15 = SelectItem("15:00", "3:00 PM")
+t18 = SelectItem("18:00", "6:00 PM")
+t19 = SelectItem("19:00", "7:00 PM — Best hour ★")
+t21 = SelectItem("21:00", "9:00 PM")
+scheduleFormButtons = Buttons([submitBtn, draftBtn], "row")
+submitBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..e1f75de78
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r3.txt
@@ -0,0 +1,115 @@
+root = Card([header, platformFilterCard, kpiRow, followerGrowthSection, engagementAudienceRow, bestPostsCard, scheduleBestHourRow, commentsCollabsRow, scheduleCard, footerNote])
+header = CardHeader("Creator Studio — @alexrivera", "Cross-platform command center • Last sync 2 min ago • Data updates live when you filter")
+platformFilterCard = Card([platformFilterHeader, platformFilterButtons, platformFilterHint], "sunk", "column", "s")
+platformFilterHeader = TextContent("11. Narrow everything to one platform — filter dashboard", "small-heavy")
+platformFilterButtons = Buttons([btnAll, btnYT, btnTT, btnIG, btnX], "row")
+btnAll = Button("All Platforms", null, "primary", "normal", "small")
+btnYT = Button("YouTube", null, "secondary", "normal", "small")
+btnTT = Button("TikTok", null, "secondary", "normal", "small")
+btnIG = Button("Instagram", null, "secondary", "normal", "small")
+btnX = Button("X (Twitter)", null, "secondary", "normal", "small")
+platformFilterHint = TextContent("Active: All Platforms • Tap a platform to filter follower growth, engagement, best posts, audience, earnings & schedule", "small")
+kpiRow = Card([followerKpiCard, engagementKpiCard, earningsKpiCard], "clear", "row", "m", "stretch", "between", true)
+followerKpiCard = Card([followerTitle, followerValue, followerGrowthBadge, followerSub, followerGrowthMini], "card", "column", "s")
+followerTitle = TextContent("1. Follower Total", "small-heavy")
+followerValue = TextContent("842,500 followers", "large-heavy")
+followerGrowthBadge = Badge("+4.8% past 30 days • +38,620", "secondary")
+followerSub = TextContent("YouTube 321k • TikTok 262k • Instagram 184k • X 75.5k", "small")
+followerGrowthMini = TextContent("Growth chart below shows daily total →", "small")
+engagementKpiCard = Card([engagementTitle, engagementValue, engagementProgress, engagementSub, engagementCallout], "card", "column", "s")
+engagementTitle = TextContent("2. Engagement Rate", "small-heavy")
+engagementValue = TextContent("6.4% avg", "large-heavy")
+engagementProgress = Progress(64, "6.4% of followers engaged (target 5%)")
+engagementSub = TextContent("+0.7% vs last month • 53.9k engagements / 842.5k followers", "small")
+engagementCallout = TextCallout("success", "Above benchmark", "Creator average is 3.2% — you're 2× higher")
+earningsKpiCard = Card([earningsTitle, earningsValue, earningsBadge, earningsSub, earningsBreakdown], "card", "column", "s")
+earningsTitle = TextContent("8. Earnings This Month", "small-heavy")
+earningsValue = TextContent("$18,420", "large-heavy")
+earningsBadge = Badge("+12.3% vs May • $2,010 more", "secondary")
+earningsSub = TextContent("Payout on Jun 30 • $4,200 pending from brand deals", "small")
+earningsBreakdown = TextContent("Ads $7,840 • Brand deals $8,200 • Subs $1,580 • Tips $800", "small")
+followerGrowthSection = Card([followerGrowthHeader, followerGrowthChart, followerGrowthFooter], "card", "column", "m")
+followerGrowthHeader = CardHeader("Follower Growth — Past 30 Days", "Total across filtered platforms • Daily at 9am ET")
+followerGrowthChart = AreaChart(["May 20", "May 27", "Jun 3", "Jun 10", "Jun 17", "Jun 18"], [followerGrowthSeries], "natural", "Date", "Followers")
+followerGrowthSeries = Series("Total Followers", [803880, 812400, 821150, 831900, 839200, 842500])
+followerGrowthFooter = TextContent("Peak day: Jun 12 (+4,100) after 'No-Budget Challenge' went viral on YouTube Shorts", "small")
+engagementAudienceRow = Card([engagementDetailCard, audienceCard], "clear", "row", "m", "stretch", "between", true)
+engagementDetailCard = Card([engagementDetailHeader, engagementBreakdownChart, engagementDetailNote], "card", "column", "m")
+engagementDetailHeader = CardHeader("Engagement by Platform", "Likes + comments + shares / followers • Last 30 days")
+engagementBreakdownChart = BarChart(["YouTube", "TikTok", "Instagram", "X"], [engagementSeries], "grouped", "Platform", "Engagement %")
+engagementSeries = Series("Engagement Rate", [7.1, 8.3, 4.9, 2.8])
+engagementDetailNote = TextContent("TikTok leads at 8.3% — short-form replies drive 42% of engagements", "small")
+audienceCard = Card([audienceHeader, audienceChart, audienceLegend], "card", "column", "m")
+audienceHeader = CardHeader("4. Audience Split by Platform", "Share of 842.5k followers")
+audienceChart = PieChart(["YouTube", "TikTok", "Instagram", "X"], [321000, 262000, 184000, 75500], "donut", "circular")
+audienceLegend = TextContent("YouTube 38.1% • TikTok 31.1% • Instagram 21.8% • X 9.0% • Most growth this month: TikTok (+6.2%)", "small")
+bestPostsCard = Card([bestPostsHeader, bestPostsChart, bestPostsTable], "card", "column", "m")
+bestPostsHeader = CardHeader("3. Best Posts This Month — by Reach", "Top 5 posts May 19 - Jun 18 • Reach = unique viewers")
+bestPostsChart = HorizontalBarChart(["No-Budget Challenge (YT)", "GRWM + Haul (TT)", "Studio Tour Reel (IG)", "Why I Quit 9-5 (YT Short)", "Editing Breakdown (X)"], [bestPostsSeries], "grouped", "Reach", "Post")
+bestPostsSeries = Series("Reach", [1204000, 892000, 745000, 612000, 430000])
+bestPostsTable = Table([colPost, colPlatform, colReach, colEngRate, colDate])
+colPost = Col("Post", ["24H No-Budget Challenge", "GRWM + Brand Haul", "Studio Tour 2024", "Why I Quit My 9-5", "Editing Breakdown Thread"])
+colPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "YouTube Short", "X"])
+colReach = Col("Reach", ["1,204,000", "892,000", "745,000", "612,000", "430,000"])
+colEngRate = Col("Eng. Rate", ["9.2%", "11.4%", "6.8%", "8.1%", "4.2%"])
+colDate = Col("Date", ["Jun 12", "Jun 08", "Jun 15", "Jun 03", "Jun 10"])
+scheduleBestHourRow = Card([scheduledCard, bestHourCard], "clear", "row", "m", "stretch", "between", true)
+scheduledCard = Card([scheduledHeader, scheduledList], "card", "column", "m")
+scheduledHeader = CardHeader("5. Posts Scheduled This Week", "7 posts queued • Next up in 4 hours")
+scheduledList = ListBlock([scheduledItem1, scheduledItem2, scheduledItem3, scheduledItem4, scheduledItem5], "number")
+scheduledItem1 = ListItem("Tue Jun 18 — 7:00 PM ET • YouTube Short", "Teaser: No-Budget BTS • Auto-publish", null, "Edit")
+scheduledItem2 = ListItem("Wed Jun 19 — 12:00 PM ET • TikTok + IG Reel", "GRWM Part 2 • Caption ready • Hashtags #creator", null, "Edit")
+scheduledItem3 = ListItem("Thu Jun 20 — 7:00 PM ET • YouTube", "Full Studio Tour (8:42) • Thumbnail A/B test", null, "Edit")
+scheduledItem4 = ListItem("Fri Jun 21 — 9:00 AM ET • X", "Poll: Next challenge? • Scheduled thread", null, "Edit")
+scheduledItem5 = ListItem("Sun Jun 23 — 6:00 PM ET • TikTok", "Brand Collab: Ridge Wallet • Pending approval", null, "Edit")
+bestHourCard = Card([bestHourHeader, bestHourCallout, bestHourChart, bestHourNote], "card", "column", "m")
+bestHourHeader = CardHeader("6. Best Hour to Post", "Based on 90 days • Avg engagement by hour (ET)")
+bestHourCallout = Callout("success", "Post at 7:00 PM ET", "19:00 gets 2.3× more engagement than average. Tue-Thu 7-9pm is your golden window.")
+bestHourChart = BarChart(["6am", "9am", "12pm", "3pm", "7pm", "9pm", "11pm"], [bestHourSeries], "grouped", "Hour (ET)", "Avg Engagement %")
+bestHourSeries = Series("Engagement", [2.1, 3.4, 4.8, 5.2, 7.9, 6.5, 3.1])
+bestHourNote = TextContent("Worst: 2-5am (1.2%). Your audience is 78% US Eastern/Central.", "small")
+commentsCollabsRow = Card([commentsCard, collabsCard], "clear", "row", "m", "stretch", "between", true)
+commentsCard = Card([commentsHeader, commentsList, commentsFooter], "card", "column", "m")
+commentsHeader = CardHeader("7. Comments Waiting for Reply", "12 unread • 4 high-priority (top fans / brands)")
+commentsList = ListBlock([comment1, comment2, comment3, comment4], "number")
+comment1 = ListItem("@mike.edits: How did you light the studio tour?", "YouTube • Studio Tour 2024 • 2h ago • 142 likes", null, "Reply")
+comment2 = ListItem("@sarahcreates: Can you share the LUT?", "TikTok • GRWM Haul • 5h ago • Top fan", null, "Reply")
+comment3 = ListItem("@brandwatch: Love this edit style 👀", "Instagram • Reel • 7h ago • Potential collab", null, "Reply")
+comment4 = ListItem("@alexfan_22: Breakdown thread helped me go viral!", "X • Editing Breakdown • 9h ago", null, "Reply")
+commentsFooter = TextContent("Avg reply time: 4.2h • Replying within 1h boosts reach +18%", "small")
+collabsCard = Card([collabsHeader, collabsCallout, collabsTable], "card", "column", "m")
+collabsHeader = CardHeader("9. Pending Collaboration Requests", "3 awaiting response • 1 expiring soon")
+collabsCallout = Callout("warning", "Action needed", "Ridge Wallet — $3,500 offer expires in 2 days. Requires reply by Jun 20.")
+collabsTable = Table([colBrand, colPlatform2, colOffer, colDeadline, colStatus])
+colBrand = Col("Brand", ["Ridge Wallet", "Notion", "Skillshare"])
+colPlatform2 = Col("Platform", ["TikTok + IG", "YouTube", "YouTube + X"])
+colOffer = Col("Offer", ["$3,500 + affiliate", "$2,000 flat", "$1,200 + rev share"])
+colDeadline = Col("Deadline", ["Jun 20", "Jun 28", "Jul 02"])
+colStatus = Col("Status", ["Pending • Due in 2d", "New • 5d left", "Negotiating"])
+scheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("10. Schedule a Post", "Create and queue content — respects the platform filter above")
+scheduleForm = Form("schedule-post", formButtons, [fieldPlatform, fieldCaption, fieldMedia, fieldDate, fieldTime])
+fieldPlatform = FormControl("Platform", selectPlatform, "Choose where to publish")
+selectPlatform = Select("platform", [selYT, selTT, selIG, selX, selMulti], "Select platform")
+selYT = SelectItem("youtube", "YouTube / Short")
+selTT = SelectItem("tiktok", "TikTok")
+selIG = SelectItem("instagram", "Instagram Reel / Post")
+selX = SelectItem("x", "X (Twitter)")
+selMulti = SelectItem("multi", "Cross-post: TikTok + Instagram")
+fieldCaption = FormControl("Caption", inputCaption, "Include hooks, hashtags, and CTA. AI will check length per platform.")
+inputCaption = TextArea("caption", "Write your caption... e.g., POV: You built a studio with $0 👀 Full tour at 7pm ET! #creator #studio", 4)
+fieldMedia = FormControl("Media URL", inputMedia, "YouTube link, TikTok draft, or image/video URL")
+inputMedia = Input("media_url", "https://...", "url")
+fieldDate = FormControl("Date", inputDate, "Recommended: Tue-Thu 7pm ET for max reach")
+inputDate = DatePicker("schedule_date", "single")
+fieldTime = FormControl("Time (ET)", selectTime, "Best hour is 7pm — pre-filled but editable")
+selectTime = Select("schedule_time", [time7am, time12pm, time3pm, time7pm, time9pm], "Choose time")
+time7am = SelectItem("07:00", "7:00 AM ET")
+time12pm = SelectItem("12:00", "12:00 PM ET")
+time3pm = SelectItem("15:00", "3:00 PM ET")
+time7pm = SelectItem("19:00", "7:00 PM ET — Recommended ★")
+time9pm = SelectItem("21:00", "9:00 PM ET")
+formButtons = Buttons([btnSchedule, btnSaveDraft], "row")
+btnSchedule = Button("Schedule Post", null, "primary", "normal", "medium")
+btnSaveDraft = Button("Save as Draft", null, "secondary", "normal", "medium")
+footerNote = TextContent("All metrics update when you filter by platform at the top. Earnings include estimated ad revenue (YouTube Analytics) + confirmed brand payouts.", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..3116bdbaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-creator__r4.txt
@@ -0,0 +1,130 @@
+root = Card([header, platformFilterCard, kpiRow, audienceTimingRow, bestPostsSection, scheduledSection, engagementCollabRow, scheduleFormSection, followUpBlock], "clear", "column", "l")
+header = CardHeader("Cross-Platform Studio", "Manage followers, content, and revenue — all in one command center")
+platformFilterCard = Card([platformFilterHeader, platformFilterText, platformButtons, platformHint], "sunk", "column", "s")
+platformFilterHeader = Heading("Filter by platform", "h3")
+platformFilterText = TextContent("Narrow everything below to one platform — followers, engagement, posts, and earnings update instantly.", "small")
+platformButtons = Buttons([btnAll, btnIG, btnTT, btnYT, btnX], "row")
+btnAll = Button("All Platforms", null, "primary")
+btnIG = Button("Instagram", null, "secondary")
+btnTT = Button("TikTok", null, "secondary")
+btnYT = Button("YouTube", null, "secondary")
+btnX = Button("X / Twitter", null, "secondary")
+platformHint = TextContent("Currently showing: All Platforms • Tap a platform to filter", "small")
+kpiRow = Card([followerCard, engagementCard, earningsCard], "clear", "row", "m", "stretch", "between", true)
+followerCard = Card([followerHeader, followerTotal, followerGrowthTag, followerChart, followerHint], "card", "column", "s")
+followerHeader = CardHeader("Follower Total", "Growth over the past month")
+followerTotal = TextContent("842,500 followers", "large-heavy")
+followerGrowthTag = Tag("+12.4% • +62,100 this month", null, "md", "success")
+followerChart = AreaChart(followerLabels, [followerSeries], "natural", "Date", "Followers")
+followerLabels = ["Aug 18", "Aug 25", "Sep 01", "Sep 08", "Sep 15"]
+followerSeries = Series("Followers", [780400, 798200, 815600, 831900, 842500])
+followerHint = TextContent("Steady growth: +2.1k / day avg. Best day: Sep 12 (+4.8k after viral Reel)", "small")
+engagementCard = Card([engagementHeader, engagementValue, engagementProgress, engagementCompare, engagementChart], "card", "column", "s")
+engagementHeader = CardHeader("Engagement Rate", "Avg. across all platforms")
+engagementValue = TextContent("6.8%", "large-heavy")
+engagementProgress = Progress(68, "6.8% — Top 12% in your niche (avg 3.4%)")
+engagementCompare = TextContent("↑ 0.9% vs last month • Comments +22%, Saves +31%", "small")
+engagementChart = BarChart(engagementLabels, [engagementSeries], "grouped", "Platform", "Rate %")
+engagementLabels = ["Instagram", "TikTok", "YouTube", "X"]
+engagementSeries = Series("Engagement %", [7.9, 8.4, 5.1, 3.2])
+earningsCard = Card([earningsHeader, earningsTotal, earningsBreakdown, earningsChart, earningsHint], "card", "column", "s")
+earningsHeader = CardHeader("Earnings This Month", "Sep 1 — Sep 15 • Payout Sep 30")
+earningsTotal = TextContent("$18,450", "large-heavy")
+earningsBreakdown = TagBlock(["Brand Deals $11,200", "Ad Revenue $4,200", "Subs $2,100", "Tips $950"])
+earningsChart = BarChart(earningsLabels, [earningsSeries], "grouped", "Source", "USD")
+earningsLabels = ["Brand Deals", "Ad Revenue", "Subs", "Tips"]
+earningsSeries = Series("USD", [11200, 4200, 2100, 950])
+earningsHint = TextContent("On track to beat August ($21.8k) by ~18% • 2 invoices pending", "small")
+audienceTimingRow = Card([audienceCard, bestHourCard], "clear", "row", "m", "stretch", "between", true)
+audienceCard = Card([audienceHeader, audiencePie, audienceTags, audienceTable], "card", "column", "m")
+audienceHeader = CardHeader("Audience Split by Platform", "842.5k total followers")
+audiencePie = PieChart(audienceLabels, audienceValues, "donut", "circular")
+audienceLabels = ["Instagram", "TikTok", "YouTube", "X / Twitter"]
+audienceValues = [42, 31, 18, 9]
+audienceTags = TagBlock(["Instagram 353.8k (42%)", "TikTok 261.2k (31%)", "YouTube 151.6k (18%)", "X 75.8k (9%)"])
+audienceTable = Table([audienceColPlatform, audienceColFollowers, audienceColGrowth])
+audienceColPlatform = Col("Platform", ["Instagram", "TikTok", "YouTube", "X / Twitter"])
+audienceColFollowers = Col("Followers", ["353,850", "261,175", "151,650", "75,825"])
+audienceColGrowth = Col("30d Growth", ["+14.2%", "+18.1%", "+5.4%", "+2.8%"])
+bestHourCard = Card([bestHourHeader, bestHourCallout, bestHourChart, bestHourText], "card", "column", "m")
+bestHourHeader = CardHeader("Best Hour to Post", "Based on 184 posts • last 90 days")
+bestHourCallout = Callout("success", "Post at 6:00 PM ET", "3.2× more reach than your average. Sweet spot: 6PM–9PM ET on weekdays.")
+bestHourChart = BarChart(bestHourLabels, [bestHourSeries], "grouped", "Hour (ET)", "Avg Reach")
+bestHourLabels = ["6 AM", "9 AM", "12 PM", "3 PM", "6 PM", "9 PM", "12 AM"]
+bestHourSeries = Series("Avg Reach (k)", [12.1, 28.4, 42.2, 38.6, 68.9, 54.3, 9.8])
+bestHourText = TextContent("TikTok peaks at 9PM, Instagram at 6PM. YouTube best at 12PM. Filter by platform above to see per-platform peaks.", "small")
+bestPostsSection = Card([bestPostsHeader, bestPostsChart, bestPostsTable, bestPostsHint], "card", "column", "m")
+bestPostsHeader = CardHeader("Best Posts This Month", "Ranked by reach • Sep 1–15")
+bestPostsChart = HorizontalBarChart(bestPostLabels, [bestPostSeries], "grouped", "Reach", "Posts")
+bestPostLabels = ["Studio Tour", "Editing at 2AM", "3 Lighting Hacks", "Gear Under $500", "Q&A Burnout"]
+bestPostSeries = Series("Reach", [892000, 745000, 612000, 534000, 489000])
+bestPostsTable = Table([bestColPost, bestColPlatform, bestColReach, bestColEngagement])
+bestColPost = Col("Post", ["GRWM: Studio Tour — Reel", "POV: Editing at 2AM — TikTok", "3 Lighting Hacks — Short", "My Gear Under $500 — Carousel", "Q&A: Burnout — Thread"])
+bestColPlatform = Col("Platform", ["Instagram", "TikTok", "YouTube", "Instagram", "X"])
+bestColReach = Col("Reach", ["892K", "745K", "612K", "534K", "489K"])
+bestColEngagement = Col("Engagement", ["9.2%", "8.7%", "7.9%", "6.4%", "8.1%"])
+bestPostsHint = TextContent("Top post drove +4.8k followers. All 5 outperformed your 45k median reach by 10×.", "small")
+scheduledSection = Card([scheduledHeader, scheduledTable, scheduledCalendarRow], "card", "column", "m")
+scheduledHeader = CardHeader("Posts Scheduled This Week", "5 posts • Next up: Today 6PM")
+scheduledTable = Table([schedColDay, schedColTime, schedColPlatform, schedColCaption, schedColStatus])
+schedColDay = Col("Day", ["Mon Sep 16", "Tue Sep 17", "Wed Sep 18", "Thu Sep 19", "Fri Sep 20"])
+schedColTime = Col("Time ET", ["6:00 PM", "9:00 AM", "6:00 PM", "12:00 PM", "6:00 PM"])
+schedColPlatform = Col("Platform", ["IG + TikTok", "YouTube", "Instagram", "TikTok + X", "All Platforms"])
+schedColCaption = Col("Caption Preview", ["BTS of my new studio setup...", "Full tutorial is LIVE! Link in bio", "Which thumbnail? A or B? 👇", "Replying to your DMs pt.4", "Weekly dump — September vibes"])
+schedColStatus = Col("Status", ["Ready", "Rendering", "Needs asset", "Ready", "Draft"])
+scheduledCalendarRow = Card([calendarBlock, scheduledCallout], "clear", "row", "m", "stretch", "between", true)
+calendarBlock = CalendarBlock("single", "2026-09-16", 1, "label")
+scheduledCallout = Callout("info", "2 slots open at peak time", "Thu 6PM and Fri 6PM are still free — your best performing window. Schedule now to maximize reach.")
+engagementCollabRow = Card([commentsCard, collabsCard], "clear", "row", "m", "stretch", "between", true)
+commentsCard = Card([commentsHeader, commentsAlert, commentsList, commentsButtons], "card", "column", "m")
+commentsHeader = CardHeader("Comments Waiting for Reply", "7 need attention • Avg response time 4.2h")
+commentsAlert = Alert("Reply quickly to boost engagement", "Comments replied within 1 hour get 2.4× more replies and help the algorithm.", "info")
+commentsList = ListBlock([comment1, comment2, comment3, comment4], "number")
+comment1 = ListItem("@mika.creative: What softbox did you use?", "on '3 Lighting Hacks' • YouTube • 2h ago • 42 likes", null, "Reply")
+comment2 = ListItem("@alex.rides: Studio tour was fire 🔥 Collab?", "on 'Studio Tour' • Instagram • 5h ago • 18 likes", null, "Reply")
+comment3 = ListItem("@jordan.codes: Can you share LUTs?", "on 'Editing at 2AM' • TikTok • 7h ago • 56 likes", null, "Reply")
+comment4 = ListItem("@sam.design: Burnout Q&A helped me so much", "on 'Q&A Burnout' • X • 9h ago • 12 likes", null, "Reply")
+commentsButtons = Buttons([btnReplyAll, btnViewComments], "row")
+btnReplyAll = Button("Open Inbox (7)", null, "primary")
+btnViewComments = Button("Mark all as read", null, "tertiary")
+collabsCard = Card([collabsHeader, collabsAlert, collabsList, collabsButtons], "card", "column", "m")
+collabsHeader = CardHeader("Pending Collaboration Requests", "3 requests • $8,700 potential")
+collabsAlert = Callout("warning", "1 request expires in 24h", "Glow Skin Co. needs your approval by Sep 17, 6PM ET or offer expires.")
+collabsList = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("Glow Skin Co. — IG Reel + Story", "$3,200 • Due Sep 28 • Skincare • Awaiting approval", null, "Review")
+collab2 = ListItem("Rode Mics — YouTube Integration", "$4,000 • Due Oct 05 • Tech • Negotiating", null, "View Terms")
+collab3 = ListItem("Notion — TikTok Series (3x)", "$1,500 • Due Sep 22 • Productivity • New", null, "Accept")
+collabsButtons = Buttons([btnViewCollabs, btnCreateMediaKit], "row")
+btnViewCollabs = Button("Manage Requests", null, "primary")
+btnCreateMediaKit = Button("Share Media Kit", null, "secondary")
+scheduleFormSection = Card([scheduleFormHeader, scheduleForm], "card", "column", "m")
+scheduleFormHeader = CardHeader("Schedule a Post", "Create and time your next post — caption + time required")
+scheduleForm = Form("schedule-post", scheduleFormButtons, [captionField, platformField, dateField, timeField, mediaField])
+captionField = FormControl("Caption", captionInput, "Supports hashtags and @mentions. Keep Instagram <2,200 chars.")
+captionInput = TextArea("caption", "Write your caption... e.g. New studio tour is live! What should I film next? #creator #studio #bts", 4)
+platformField = FormControl("Platform(s)", platformSelect, "Choose where to publish. Filtering above does not affect this form.")
+platformSelect = Select("platform", [selIG, selTT, selYT, selX, selAll], "Select platform(s)")
+selIG = SelectItem("instagram", "Instagram — Feed / Reel / Story")
+selTT = SelectItem("tiktok", "TikTok — Video")
+selYT = SelectItem("youtube", "YouTube — Short / Video")
+selX = SelectItem("x", "X / Twitter — Post / Thread")
+selAll = SelectItem("all", "All Platforms — Cross-post")
+dateField = FormControl("Date", datePicker, "Best days: Tue, Thu, Fri per your history")
+datePicker = DatePicker("post_date", "single")
+timeField = FormControl("Time — Best: 6:00 PM ET", timeSelect, "We highlight your peak window based on history")
+timeSelect = Select("post_time", [t6am, t9am, t12pm, t3pm, t6pm, t9pm], "Select time")
+t6am = SelectItem("06:00", "6:00 AM — Low reach")
+t9am = SelectItem("09:00", "9:00 AM — Moderate")
+t12pm = SelectItem("12:00", "12:00 PM — Good for YouTube")
+t3pm = SelectItem("15:00", "3:00 PM — Good")
+t6pm = SelectItem("18:00", "6:00 PM — Peak engagement ★ Best")
+t9pm = SelectItem("21:00", "9:00 PM — High (TikTok)")
+mediaField = FormControl("Media URL (optional)", mediaInput, "Paste image/video URL from Drive, Dropbox, or direct link")
+mediaInput = Input("media_url", "https://...", "url")
+scheduleFormButtons = Buttons([submitScheduleBtn, saveDraftBtn], "row")
+submitScheduleBtn = Button("Schedule Post", null, "primary")
+saveDraftBtn = Button("Save as Draft", null, "tertiary")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show me only Instagram analytics")
+followUp2 = FollowUpItem("Draft a caption for tomorrow's 6PM post")
+followUp3 = FollowUpItem("Which collab should I prioritize?")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..bcc626cdc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r1.txt
@@ -0,0 +1,135 @@
+root = Card([header, commandBar, kpiRow, chartsRow, criticalRow, staffOrRow, actionRow, followUpBlock], "clear", "column", "l")
+header = CardHeader("Hospital Operations Command Center", "Memorial General Hospital • Live as of Aug 18, 2026 — 14:32 EDT • Auto-refresh 60s")
+commandBar = Card([dateControl, commandActions], "sunk", "row", "m", "center", "between")
+dateControl = FormControl("View another day", datePicker, "Select any date to review historical census, admissions & OR bookings")
+datePicker = DatePicker("view_date", "single")
+commandActions = Buttons([refreshBtn, exportBtn])
+refreshBtn = Button("Refresh Live Feed", null, "secondary")
+exportBtn = Button("Export Census CSV", null, "tertiary")
+kpiRow = Card([occupancyCard, erWaitCard, throughputCard], "clear", "row", "m", "stretch", "between")
+occupancyCard = Card([occupancyHeader, occupancyProgress, occupancyStats, occupancyTags], "card", "column", "s")
+occupancyHeader = CardHeader("Bed Occupancy", "Total capacity 330 beds")
+occupancyProgress = Progress(87, "87% Occupied — 287 / 330 beds")
+occupancyStats = TextContent("ICU 42/48 (88%) • Med-Surg 128/145 • Step-Down 67/72 • ED Holds 18 • Available: 43 beds", "small")
+occupancyTags = TagBlock(["43 beds available", "6 ICU beds left", "High occupancy"])
+erWaitCard = Card([erHeader, erTime, erDetails, erAlert], "card", "column", "s")
+erHeader = CardHeader("Current ER Wait", "Emergency Department • 24 patients waiting")
+erTime = TextContent("Avg Wait: 38 min", "large-heavy")
+erDetails = TextContent("Triage 1-2: 8 patients • Triage 3: 11 • Triage 4-5: 5 • Longest wait: 1h 42m (ED-14) • LWBS: 2", "small")
+erAlert = Callout("warning", "ER at 92% capacity", "Exceeds 30-min target. Fast-track open, 2 beds pending clean, charge notified.")
+throughputCard = Card([throughputHeader, throughputStats, throughputProgress, throughputNote], "card", "column", "s")
+throughputHeader = CardHeader("Today's Throughput", "Admissions / Discharges • Net +12")
+throughputStats = TextContent("Admitted today: 53 • Discharged: 41 • Pending discharges: 18 ready", "small")
+throughputProgress = Progress(78, "78% of daily discharge target")
+throughputNote = TextContent("Bed turnaround avg 42 min • 7 discharges awaiting transport/Rx", "small")
+chartsRow = Card([admissionsCard, departmentCard], "clear", "row", "m", "stretch", "between")
+admissionsCard = Card([admissionsHeader, admissionsChart, admissionsSummary], "card", "column", "s")
+admissionsHeader = CardHeader("Admissions — Past 14 Days", "Aug 5 – Aug 18 • Total 634 • Avg 45.3/day")
+admissionsChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionsSeries], "natural", "Date", "Admissions")
+admissionsSeries = Series("Admissions", [42, 38, 45, 51, 39, 44, 48, 46, 52, 41, 47, 55, 49, 53])
+admissionsSummary = TextContent("Peak 55 on Aug 17 • +11% vs prior 14 days • Trend: rising last 4 days", "small")
+departmentCard = Card([deptHeader, deptChart, deptNote], "card", "column", "s")
+deptHeader = CardHeader("Patients per Department", "Current census 287 — matches occupied beds")
+deptChart = HorizontalBarChart(["ED", "ICU", "Med-Surg", "Cardiology", "Oncology", "Orthopedics", "Neurology", "Pediatrics"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Patients", [24, 42, 74, 38, 31, 29, 22, 27])
+deptNote = TextContent("Med-Surg highest load • ICU 88% full • ED includes 18 boarders awaiting inpatient bed", "small")
+criticalRow = Card([criticalCard, dischargeCard, suppliesCard], "clear", "row", "m", "stretch", "between")
+criticalCard = Card([criticalHeader, criticalAlert, criticalTable], "card", "column", "s")
+criticalHeader = CardHeader("Critical Patients", "5 flagged • Intensivist notified 14:15")
+criticalAlert = Alert("2 Unstable • 3 Critical", "Immediate bedside presence required — ICU & ED", "destructive")
+criticalTable = Table([critPatientCol, critLocationCol, critReasonCol, critStatusCol])
+critPatientCol = Col("Patient", ["Rivera, J. — 884291", "Okonkwo, E. — 772103", "Smith, L. — 901445", "Garcia, M. — 665820", "Kim, S. — 883104"])
+critLocationCol = Col("Location", ["ICU-07", "ED-14", "ICU-12", "4N-22 Med-Surg", "ICU-03"])
+critReasonCol = Col("Reason", ["Septic shock — on norepi", "Stroke NIHSS 18 — tPA candidate", "Respiratory failure — intubated", "Post-op bleed Hgb 6.8", "VTach — amiodarone drip"])
+critStatusCol = Col("Status", ["Unstable", "Critical", "Critical", "Unstable", "Critical"])
+dischargeCard = Card([dischargeHeader, dischargeList, dischargeActions], "card", "column", "s")
+dischargeHeader = CardHeader("Ready for Discharge", "18 patients ready • Showing 5 • 7 awaiting Rx/ride")
+dischargeList = ListBlock([discharge1, discharge2, discharge3, discharge4, discharge5])
+discharge1 = ListItem("R. Johnson — 3S-11 Med-Surg", "Awaiting pharmacy + transport • Dr. Patel • Est. 15:30", null, "Notify")
+discharge2 = ListItem("A. Thompson — 4N-08 Cardiology", "Discharge papers signed • Ride arriving 14:50", null, "Notify")
+discharge3 = ListItem("K. Desai — 2E-14 Pediatrics", "Med rec complete • Parent education done", null, "Notify")
+discharge4 = ListItem("M. Wilson — 3S-04 Med-Surg", "Awaiting PT clearance • Expected 16:00", null, "Hold")
+discharge5 = ListItem("L. Carter — 5W-19 Oncology", "Hospice transport booked 15:15", null, "Notify")
+dischargeActions = Buttons([viewAllDischargeBtn, dischargeRoundBtn])
+viewAllDischargeBtn = Button("View All 18", null, "secondary")
+dischargeRoundBtn = Button("Start Discharge Rounds", null, "primary")
+suppliesCard = Card([suppliesHeader, suppliesAlert, suppliesTable], "card", "column", "s")
+suppliesHeader = CardHeader("Supplies Running Low", "Below par level — auto-reorder flagged")
+suppliesAlert = Callout("error", "4 items critical", "O- blood (8u) & Normal Saline (42 bags) below 24h threshold — Blood bank notified")
+suppliesTable = Table([supplyItemCol, supplyCurrentCol, supplyParCol, supplyStatusCol])
+supplyItemCol = Col("Item", ["0.9% Normal Saline 1L", "Blood Type O-", "N95 Masks 1860", "Sterile Gloves L", "Propofol 20mL"])
+supplyCurrentCol = Col("On Hand", ["42 bags", "8 units", "3 boxes", "14 boxes", "22 vials"])
+supplyParCol = Col("Par Level", ["100 bags", "15 units", "10 boxes", "30 boxes", "50 vials"])
+supplyStatusCol = Col("Status", ["Critical", "Critical", "Low", "Low", "Low"])
+staffOrRow = Card([staffCard, orCard], "clear", "row", "m", "stretch", "between")
+staffCard = Card([staffHeader, staffTable, staffFooter], "card", "column", "s")
+staffHeader = CardHeader("Staff on Shift", "86 on duty • 14:00 – 22:00 window • 6 units")
+staffTable = Table([staffNameCol, staffRoleCol, staffDeptCol, staffShiftCol])
+staffNameCol = Col("Staff", ["Dr. S. Chen", "M. Alvarez, RN", "J. Patel, RN", "Dr. K. Okafor", "L. Nguyen, RT", "D. Brooks, CNA", "Dr. A. Morrison", "T. Williams, PharmD"])
+staffRoleCol = Col("Role", ["Attending — Intensivist", "Charge Nurse", "Staff Nurse", "Hospitalist", "Respiratory Therapist", "Patient Care Tech", "Anesthesiologist", "Clinical Pharmacist"])
+staffDeptCol = Col("Department", ["ICU", "ED", "Med-Surg 4N", "Med-Surg", "ICU/ED", "Step-Down", "OR", "Pharmacy"])
+staffShiftCol = Col("Shift", ["07:00-19:00", "07:00-19:00", "07:00-19:00", "12:00-00:00", "07:00-19:00", "07:00-15:00", "07:00-17:00", "09:00-21:00"])
+staffFooter = TextContent("Coverage: ICU 1:2 nurse ratio • ED 1:4 • Night shift huddle 18:45 in Conf. B", "small")
+orCard = Card([orHeader, orTable, orFooter], "card", "column", "s")
+orHeader = CardHeader("Today's OR Bookings", "18 cases • 6 rooms • Next case 15:00 OR-4")
+orTable = Table([orTimeCol, orRoomCol, orProcedureCol, orSurgeonCol, orStatusCol])
+orTimeCol = Col("Time", ["07:30", "09:00", "10:30", "11:15", "13:00", "15:00"])
+orRoomCol = Col("Room", ["OR-1", "OR-2", "OR-3", "OR-1", "OR-2", "OR-4"])
+orProcedureCol = Col("Procedure", ["Total Knee Arthroplasty", "Lap Cholecystectomy", "CABG x3", "Hip Fracture ORIF", "Colon Resection", "Craniotomy — Tumor"])
+orSurgeonCol = Col("Surgeon", ["Dr. H. Lee", "Dr. R. Shah", "Dr. V. Torres", "Dr. H. Lee", "Dr. M. Davis", "Dr. S. Chen"])
+orStatusCol = Col("Status", ["In Progress", "Completed", "In Progress", "Pre-Op", "Scheduled", "Scheduled"])
+orFooter = TextContent("Turnover avg 28 min • Anesthesia ready • 2 add-on requests pending approval", "small")
+actionRow = Card([incidentCard, transferCard], "clear", "row", "m", "stretch", "between")
+incidentCard = Card([incidentHeader, incidentForm], "card", "column", "s")
+incidentHeader = CardHeader("File an Incident", "Safety, equipment, or operational event — routes to Quality & Risk")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDescField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentFall, incidentMed, incidentEquip, incidentViolence, incidentDelay], "Select type")
+incidentFall = SelectItem("fall", "Patient Fall")
+incidentMed = SelectItem("med_error", "Medication Error")
+incidentEquip = SelectItem("equipment", "Equipment Failure")
+incidentViolence = SelectItem("workplace_violence", "Workplace Violence")
+incidentDelay = SelectItem("delay", "Care Delay / Throughput")
+incidentLocationField = FormControl("Location / Unit", incidentLocationInput)
+incidentLocationInput = Input("location", "e.g., ED Bay 3, 4N Med-Surg")
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("severity", [sevLow, sevMod, sevHigh])
+sevLow = RadioItem("Low", "No harm / near miss", "low")
+sevMod = RadioItem("Moderate", "Temporary harm", "moderate")
+sevHigh = RadioItem("High", "Permanent harm / critical", "high")
+incidentDescField = FormControl("Description", incidentDescArea, "Include time, persons involved, immediate actions taken")
+incidentDescArea = TextArea("description", "Describe what happened...", 3)
+incidentButtons = Buttons([submitIncidentBtn, clearIncidentBtn])
+submitIncidentBtn = Button("Submit Incident", null, "primary")
+clearIncidentBtn = Button("Clear", null, "tertiary")
+transferCard = Card([transferHeader, transferForm], "card", "column", "s")
+transferHeader = CardHeader("Request Patient Transfer", "Inter-unit or inter-facility — notifies Bed Management")
+transferForm = Form("transfer-request", transferButtons, [transferPatientField, transferFromField, transferToField, transferUrgencyField, transferReasonField])
+transferPatientField = FormControl("Patient (MRN / Name)", transferPatientInput)
+transferPatientInput = Input("patient", "e.g., MRN 884291 — J. Rivera")
+transferFromField = FormControl("From", transferFromSelect)
+transferFromSelect = Select("from_unit", [fromED, fromICU, fromMS, fromStep], "Current location")
+fromED = SelectItem("ED", "ED")
+fromICU = SelectItem("ICU", "ICU")
+fromMS = SelectItem("medsurg", "Med-Surg")
+fromStep = SelectItem("stepdown", "Step-Down")
+transferToField = FormControl("To", transferToSelect)
+transferToSelect = Select("to_unit", [toICU, toMS, toStep, toOther], "Requested destination")
+toICU = SelectItem("ICU", "ICU")
+toMS = SelectItem("medsurg", "Med-Surg")
+toStep = SelectItem("stepdown", "Step-Down")
+toOther = SelectItem("other", "Other Facility")
+transferUrgencyField = FormControl("Urgency", transferUrgencyRadio)
+transferUrgencyRadio = RadioGroup("urgency", [urgRoutine, urgUrgent, urgEmergent])
+urgRoutine = RadioItem("Routine", "Within 24 hours", "routine")
+urgUrgent = RadioItem("Urgent", "Within 4 hours", "urgent")
+urgEmergent = RadioItem("Emergent", "Immediate / STAT", "emergent")
+transferReasonField = FormControl("Reason / Clinical notes", transferReasonArea)
+transferReasonArea = TextArea("reason", "Indication, isolation, bed type needed...", 2)
+transferButtons = Buttons([requestTransferBtn, cancelTransferBtn])
+requestTransferBtn = Button("Request Transfer", null, "primary")
+cancelTransferBtn = Button("Cancel", null, "tertiary")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show ICU bed board details")
+followUp2 = FollowUpItem("Open staffing gaps for night shift")
+followUp3 = FollowUpItem("Print OR schedule for today")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..73e1875e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r2.txt
@@ -0,0 +1,138 @@
+root = Card([header, controlsCard, kpiRow, admissionsSection, deptStaffRow, criticalDischargeRow, orSuppliesRow, footerActions], "card", "column", "l")
+header = CardHeader("Hospital Operations Command Center", "Memorial General • Live view — Tue, Aug 18, 2026 • 08:42 AM • Command: Dr. A. Rivera")
+controlsCard = Card([controlsHeader, controlsInner], "sunk", "column", "m")
+controlsHeader = Heading("Command Controls", "h3")
+controlsInner = Card([dateControlCol, calendarCol, actionButtonsCol], "clear", "row", "l")
+dateControlCol = Card([dateControl, dateHint], "card", "column", "s")
+dateControl = FormControl("Look at another day — Item 11", datePicker, "Switch date to review past census or plan ahead")
+datePicker = DatePicker("view_date", "single")
+dateHint = TextContent("Selected: Today, Aug 18, 2026. Use calendar to jump to any date in the last 30 days.", "small")
+calendarCol = Card([calendarHeader, calendar], "card", "column", "s")
+calendarHeader = TextContent("Calendar view", "small-heavy")
+calendar = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+actionButtonsCol = Card([actionHeader, transferDialog, incidentDialog, actionHelp], "card", "column", "s")
+actionHeader = TextContent("Quick Actions", "small-heavy")
+actionHelp = TextContent("Transfer requests route to Bed Management. Incidents notify Quality & Safety immediately.", "small")
+transferDialog = DialogBlock("Request Patient Transfer — Item 12", "Request Patient Transfer", "Inter-unit or inter-facility transfer — Bed Management will confirm within 15 min", [transferForm], "default")
+incidentDialog = DialogBlock("File Incident Report — Item 10", "File Safety Incident", "Confidential report — on-call administrator and risk team notified on submit", [incidentForm], "secondary")
+transferForm = Form("transfer-request", transferFormButtons, [transferPatientField, transferFromField, transferToField, transferReasonField, transferUrgencyField])
+transferPatientField = FormControl("Patient ID / MRN", transferPatientInput, "e.g., MRN 8847392")
+transferPatientInput = Input("patient_id", "Enter MRN or name")
+transferFromField = FormControl("From Unit", transferFromSelect)
+transferFromSelect = Select("from_unit", [transferFromA, transferFromB, transferFromC, transferFromD], "Select current unit")
+transferFromA = SelectItem("ED", "Emergency Dept (ED)")
+transferFromB = SelectItem("ICU", "ICU")
+transferFromC = SelectItem("MedSurg", "Med-Surg 3N")
+transferFromD = SelectItem("Tele", "Telemetry 4S")
+transferToField = FormControl("To Unit / Facility", transferToSelect)
+transferToSelect = Select("to_unit", [transferToA, transferToB, transferToC, transferToD], "Select destination")
+transferToA = SelectItem("ICU", "ICU")
+transferToB = SelectItem("Stepdown", "Stepdown Unit")
+transferToC = SelectItem("CathLab", "Cardiac Cath Lab")
+transferToD = SelectItem("External", "External Facility")
+transferReasonField = FormControl("Reason for Transfer", transferReasonInput)
+transferReasonInput = TextArea("reason", "Clinical reason, required equipment, isolation needs...", 3)
+transferUrgencyField = FormControl("Urgency", transferUrgencyGroup)
+transferUrgencyGroup = RadioGroup("urgency", [transferUrgencyRoutine, transferUrgencyUrgent, transferUrgencyStat], "Urgent")
+transferUrgencyRoutine = RadioItem("Routine", "Within 4 hours", "routine")
+transferUrgencyUrgent = RadioItem("Urgent", "Within 1 hour", "urgent")
+transferUrgencyStat = RadioItem("STAT", "Immediate — unstable", "stat")
+transferFormButtons = Buttons([transferSubmitBtn, transferCancelBtn], "row")
+transferSubmitBtn = Button("Submit Transfer Request", null, "primary")
+transferCancelBtn = Button("Cancel", null, "tertiary")
+incidentForm = Form("incident-report", incidentFormButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDescField])
+incidentTypeField = FormControl("Incident Type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentTypeA, incidentTypeB, incidentTypeC, incidentTypeD], "Select type")
+incidentTypeA = SelectItem("fall", "Patient Fall")
+incidentTypeB = SelectItem("med_error", "Medication Error")
+incidentTypeC = SelectItem("equipment", "Equipment Failure")
+incidentTypeD = SelectItem("workplace", "Workplace Safety / Violence")
+incidentLocationField = FormControl("Location", incidentLocationSelect)
+incidentLocationSelect = Select("incident_location", [incidentLocA, incidentLocB, incidentLocC], "Where occurred")
+incidentLocA = SelectItem("ED", "Emergency Department")
+incidentLocB = SelectItem("ICU", "ICU")
+incidentLocC = SelectItem("OR", "Operating Room Suite")
+incidentSeverityField = FormControl("Severity", incidentSeverityGroup)
+incidentSeverityGroup = RadioGroup("severity", [incidentSeverityLow, incidentSeverityMed, incidentSeverityHigh], "med")
+incidentSeverityLow = RadioItem("Low", "No harm / near miss", "low")
+incidentSeverityMed = RadioItem("Moderate", "Temporary harm", "moderate")
+incidentSeverityHigh = RadioItem("High", "Permanent harm / code", "high")
+incidentDescField = FormControl("Description", incidentDescInput, "Include time, persons involved, immediate actions taken")
+incidentDescInput = TextArea("description", "Describe what happened...", 4)
+incidentFormButtons = Buttons([incidentSubmitBtn, incidentCancelBtn], "row")
+incidentSubmitBtn = Button("File Incident", null, "primary")
+incidentCancelBtn = Button("Cancel", null, "tertiary")
+kpiRow = Card([occupancyCard, erCard, censusCard], "clear", "row", "m")
+occupancyCard = Card([occupancyHeader, occupancyProgress, occupancyDetails, occupancyBadgeRow], "card", "column", "s")
+occupancyHeader = CardHeader("1. Bed Occupancy", "System-wide capacity 400 beds")
+occupancyProgress = Progress(87, "87% Occupied — 348 occupied • 52 available")
+occupancyDetails = TextContent("ICU 94% (47/50) • Med-Surg 89% (178/200) • Tele 81% (65/80) • Maternity 83% (58/70)", "small")
+occupancyBadgeRow = Card([occupancyBadge, occupancyAlert], "clear", "row", "s")
+occupancyBadge = Badge("Status: High — Surge Protocol Standby", "destructive")
+occupancyAlert = Badge("52 beds free", "secondary")
+erCard = Card([erHeader, erWaitValue, erWaitDetails, erTags], "card", "column", "s")
+erHeader = CardHeader("2. Current ER Wait", "Triage to Provider • Live")
+erWaitValue = TextContent("42 min average", "large-heavy")
+erWaitDetails = TextContent("18 patients waiting • Longest wait 98 min (ESI 3) • 4 beds open in ED", "small")
+erTags = TagBlock(["ESI 2: 4 waiting", "ESI 3: 9 waiting", "ESI 4-5: 5 waiting"])
+censusCard = Card([censusHeader, censusValue, censusDetails], "card", "column", "s")
+censusHeader = CardHeader("Live Census", "Admitted + ED boarding")
+censusValue = TextContent("366 patients in-house • 12 ED boarding", "large-heavy")
+censusDetails = TextContent("Admissions today: 14 • Discharges today: 9 • Net +5", "small")
+admissionsSection = Card([admissionsHeader, admissionsChart, admissionsNote], "card", "column", "m")
+admissionsHeader = CardHeader("3. Admissions — Past Two Weeks", "Daily admissions Aug 5 – Aug 18, 2026 • Total 658")
+admissionsChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionsSeries, dischargeSeries], "natural", "Date", "Patients")
+admissionsSeries = Series("Admissions", [38, 42, 45, 39, 51, 48, 44, 46, 52, 49, 55, 58, 53, 61])
+dischargeSeries = Series("Discharges", [34, 40, 41, 38, 45, 46, 42, 44, 48, 47, 50, 52, 49, 54])
+admissionsNote = TextContent("Trend: +11% vs prior 2 weeks. Peak on Aug 16 (58). 7-day moving avg now 55.2.", "small")
+deptStaffRow = Card([deptCard, staffCard], "clear", "row", "m")
+deptCard = Card([deptHeader, deptChart], "card", "column", "m")
+deptHeader = CardHeader("4. Patients per Department", "Current distribution of 348 occupied beds")
+deptChart = BarChart(["ED", "ICU", "Med-Surg", "Cardiology", "Oncology", "Ortho", "Neuro", "Maternity"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Patients", [18, 47, 112, 28, 34, 31, 26, 52])
+staffCard = Card([staffHeader, staffTable], "card", "column", "m")
+staffHeader = CardHeader("5. Staff on Shift", "Day shift 07:00–19:00 • 86 clinical staff on duty")
+staffTable = Table([staffNameCol, staffRoleCol, staffDeptCol, staffShiftCol, staffStatusCol])
+staffNameCol = Col("Staff Member", ["S. Alvarez, RN", "J. Chen, MD", "M. Okafor, RN", "R. Patel, RT", "K. Nguyen, MD", "D. Foster, RN", "L. Gomez, CNA", "T. Williams, MD"])
+staffRoleCol = Col("Role", ["Charge Nurse", "Attending", "Staff Nurse", "Respiratory Therapist", "Hospitalist", "Staff Nurse", "Patient Care Tech", "Intensivist"])
+staffDeptCol = Col("Unit", ["ED", "ED", "ICU", "ICU", "Med-Surg", "Maternity", "Med-Surg", "ICU"])
+staffShiftCol = Col("Shift", ["07-19", "07-19", "07-19", "07-19", "07-19", "07-19", "07-19", "07-19"])
+staffStatusCol = Col("Status", ["On Floor", "On Call", "On Floor", "On Floor", "Rounding", "On Floor", "On Floor", "On Floor"])
+criticalDischargeRow = Card([criticalCard, dischargeCard], "clear", "row", "m")
+criticalCard = Card([criticalHeader, criticalAlert1, criticalAlert2, criticalList], "card", "column", "m")
+criticalHeader = CardHeader("6. Critical Patients — Immediate Attention", "4 patients flagged by Rapid Response / ICU criteria")
+criticalAlert1 = Callout("error", "CODE RISK — Bed  ICU-07", "J. Morales (68M) • Septic shock • MAP 58 • On norepinephrine • Intensivist at bedside")
+criticalAlert2 = Callout("warning", "Deteriorating — ED-12", "A. Singh (54F) • COPD exacerbation • SpO2 88% on 15L • Awaiting ICU bed • RT STAT")
+criticalList = ListBlock([criticalItem3, criticalItem4], "number")
+criticalItem3 = ListItem("Tele 4S-22 — R. Kim (71F)", "New onset AFib RVR 148 • Cardiology consulted • Heparin drip pending")
+criticalItem4 = ListItem("Med-Surg 3N-14 — D. O'Brien (43M)", "Post-op day 1 • Hypotensive 82/48 • 500mL blood loss • Transfusion ordered")
+dischargeCard = Card([dischargeHeader, dischargeTable, dischargeNote], "card", "column", "m")
+dischargeHeader = CardHeader("7. Patients Ready for Discharge", "8 patients — awaiting final orders / transport")
+dischargeTable = Table([dischargePatientCol, dischargeDeptCol, dischargeAttendingCol, dischargePendingCol])
+dischargePatientCol = Col("Patient", ["E. Johnson — 2N-08", "P. Lee — 3N-11", "C. Rivera — 4S-05", "H. Ahmed — MAT-03", "S. Brown — 2N-14", "F. Garcia — 3N-19"])
+dischargeDeptCol = Col("Dept", ["Med-Surg", "Ortho", "Tele", "Maternity", "Med-Surg", "Oncology"])
+dischargeAttendingCol = Col("Attending", ["Dr. Nguyen", "Dr. Smith", "Dr. Patel", "Dr. Evans", "Dr. Nguyen", "Dr. Zhou"])
+dischargePendingCol = Col("Pending", ["Rx + Ride", "PT clearance", "Rx only", "Peds check", "Transport", "Discharge summary"])
+dischargeNote = TextContent("Est. beds freed today: 8 • 3 discharges before noon would drop occupancy to 85%", "small")
+orSuppliesRow = Card([orCard, suppliesCard], "clear", "row", "m")
+orCard = Card([orHeader, orTable], "card", "column", "m")
+orHeader = CardHeader("8. Today's Operating Room Bookings", "Aug 18 • 7 cases • 5 rooms • First case 07:30")
+orTable = Table([orTimeCol, orRoomCol, orProcedureCol, orSurgeonCol, orStatusCol])
+orTimeCol = Col("Time", ["07:30", "08:15", "09:45", "11:00", "13:00", "14:30", "15:45"])
+orRoomCol = Col("Room", ["OR-1", "OR-2", "OR-3", "OR-1", "OR-2", "OR-4", "OR-3"])
+orProcedureCol = Col("Procedure", ["CABG x3", "Total Knee L", "Lap Chole", "C-Section", "Colectomy", "Cataract R", "Hip Revision"])
+orSurgeonCol = Col("Surgeon", ["Dr. Kaplan", "Dr. Smith", "Dr. Liu", "Dr. Evans", "Dr. Hassan", "Dr. Park", "Dr. Smith"])
+orStatusCol = Col("Status", ["In Progress", "In Progress", "Pre-Op", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+suppliesCard = Card([suppliesHeader, suppliesAlert, suppliesTable], "card", "column", "m")
+suppliesHeader = CardHeader("9. Supplies Running Low", "Par levels checked 06:00 — auto-reorder flagged")
+suppliesAlert = Alert("5 items below reorder point", "Central supply notified — stat order placed for 2 items", "warning")
+suppliesTable = Table([supplyItemCol, supplyStockCol, supplyThresholdCol, supplyStatusCol])
+supplyItemCol = Col("Item", ["N95 Masks (3M 1860)", "Normal Saline 1L", "Heparin 5000u vials", "Surgical Gloves L", "O2 Regulators"])
+supplyStockCol = Col("On Hand", ["42 boxes", "38 bags", "14 vials", "22 boxes", "6 units"])
+supplyThresholdCol = Col("Par / Reorder", ["60 / 40", "100 / 50", "30 / 20", "40 / 30", "10 / 8"])
+supplyStatusCol = Col("Action", ["Order placed", "Order placed", "Monitor", "Reorder today", "Borrow from West"])
+footerActions = Card([footerText, footerButtons], "clear", "column", "s")
+footerText = TextContent("All 12 command items are displayed on this single screen. Use controls at top to change date, request transfers, or file incidents without leaving view.", "small")
+footerButtons = Buttons([refreshBtn, printBtn], "row")
+refreshBtn = Button("Refresh Live Data", null, "secondary")
+printBtn = Button("Print Command Sheet", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..1c15b2cf0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r3.txt
@@ -0,0 +1,126 @@
+root = Card([header, kpiRow, admissionsRow, deptStaffRow, criticalDischargeRow, orSuppliesRow, actionRow], "card", "column", "l")
+header = CardHeader("Hospital Operations Command Center", "Memorial General • Live Census — Aug 18, 2026 • 14:32 UTC • Auto-refresh 60s")
+kpiRow = Card([bedCard, erCard, dateCard], "clear", "row", "m", "stretch", "between", true)
+bedCard = Card([bedHeader, bedOverallProgress, bedText, bedBreakdownChart, bedLegend], "sunk", "column", "s", "stretch", "start")
+bedHeader = Heading("1 — Bed Occupancy", "h3")
+bedOverallProgress = Progress(84, "Overall Occupancy 287 / 342 beds")
+bedText = TextContent("ICU 28/32 (88%) • Med-Surg 142/165 (86%) • ED Holds 38/42 (90%) • Step-down 48/58 (83%) • Pediatrics 31/45 (69%)", "small")
+bedBreakdownChart = SingleStackedBarChart(["Occupied", "Available"], [287, 55])
+bedLegend = TextContent("84% occupied • 55 beds available • 12 beds blocked for cleaning", "small")
+erCard = Card([erHeader, erBadge, erWaitText, erCallout, erStats], "sunk", "column", "s", "stretch", "start")
+erHeader = Heading("2 — Current ER Wait", "h3")
+erBadge = Badge("47 min avg • HIGH", "destructive")
+erWaitText = TextContent("**12** patients waiting • **4** in triage • Longest wait 82 min (CTAS 4) • Door-to-provider 22 min", "large")
+erCallout = Callout("warning", "ER at capacity", "Fast-track open, 2 hallway beds in use. Charge nurse notified.")
+erStats = TextContent("Arrivals last hour: 9 • LWBS today: 3 • Ambulances en route: 2", "small")
+dateCard = Card([dateHeader, datePickerForm, calendarBlock, dateHint], "sunk", "column", "s", "stretch", "start")
+dateHeader = Heading("11 — View Another Day", "h3")
+datePickerForm = Form("view-day", dateFormButtons, [dateField])
+dateField = FormControl("Select date to review", dateInput, "Load census, admissions & OR schedule for that date")
+dateInput = DatePicker("view_date", "single")
+dateFormButtons = Buttons([dateViewBtn])
+dateViewBtn = Button("Load Day View", null, "secondary")
+calendarBlock = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+dateHint = TextContent("Currently viewing: **Today, Aug 18**. Use calendar to compare yesterday or plan tomorrow.", "small")
+admissionsRow = Card([admissionsSection], "sunk", "column", "m")
+admissionsSection = Card([admissionsHeader, admissionsChart, admissionsNote], "clear", "column", "s")
+admissionsHeader = CardHeader("3 — Admissions (Past 14 Days)", "Daily admissions Aug 5 – Aug 18 • Total 512 • Avg 36.6/day")
+admissionsChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionsSeries], "natural", "Date", "Admissions")
+admissionsSeries = Series("Admissions", [31, 28, 35, 42, 38, 29, 33, 40, 45, 37, 41, 36, 39, 44])
+admissionsNote = TextContent("Peak Aug 13 (45) — respiratory surge. 7-day trend +8.2% vs prior week. ED admits = 61% of total.", "small")
+deptStaffRow = Card([deptSection, staffSection], "clear", "row", "m", "stretch", "between", true)
+deptSection = Card([deptHeader, deptChart], "sunk", "column", "s")
+deptHeader = CardHeader("4 — Patients per Department", "Current census 287 patients")
+deptChart = HorizontalBarChart(["Gen Medicine", "Cardiology", "Orthopedics", "Oncology", "ICU", "Pediatrics", "Neurology", "ED"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Census", [68, 42, 38, 33, 31, 29, 27, 19])
+staffSection = Card([staffHeader, staffTable, staffCount], "sunk", "column", "s")
+staffHeader = CardHeader("5 — Staff on Shift", "Day shift 07:00–19:00 • 48 on duty")
+staffTable = Table([staffNameCol, staffRoleCol, staffDeptCol, staffStatusCol])
+staffNameCol = Col("Staff Member", ["S. Alvarez, RN", "D. Chen, MD", "M. Okafor, RN", "J. Patel, RT", "K. Nguyen, MD", "R. Thompson, RN", "L. Garcia, CNA", "P. Williams, PharmD"])
+staffRoleCol = Col("Role", ["Charge Nurse", "Attending", "Bedside RN", "Respiratory Therapist", "Hospitalist", "Triage RN", "Patient Care Tech", "Clinical Pharmacist"])
+staffDeptCol = Col("Dept / Unit", ["Med-Surg 3N", "ED", "ICU", "ICU / ED", "Gen Medicine", "ED", "Pediatrics", "Pharmacy"])
+staffStatusCol = Col("Status", ["On Floor", "On Call", "On Floor", "On Floor", "Rounding", "Triage", "On Floor", "On Floor"])
+staffCount = TextContent("Nursing 22 • Physicians 11 • Allied Health 9 • Support 6 • 3 call-ins, 2 float pool covering", "small")
+criticalDischargeRow = Card([criticalSection, dischargeSection], "clear", "row", "m", "stretch", "between", true)
+criticalSection = Card([criticalHeader, criticalAlert1, criticalAlert2, criticalAlert3, criticalList], "sunk", "column", "s")
+criticalHeader = Heading("6 — Critical Patients", "h3")
+criticalAlert1 = Alert("Bed  ICU-07 — E. Morrison, 68F", "Septic shock • On norepinephrine • MAP 62 • Intubated — Attending: D. Chen", "destructive")
+criticalAlert2 = Alert("Bed  ED-12 — J. Rivera, 54M", "STEMI • Cath lab on standby • Troponin 12.4 • BP 88/54", "destructive")
+criticalAlert3 = Alert("Bed  3N-214 — A. Khan, 41F", "Post-op hemorrhage • 2U PRBC given • Hgb 6.8 → 7.9 • OR on standby", "warning")
+criticalList = TextContent("3 critical • 2 unstable • Rapid response team available • Code team in-house", "small")
+dischargeSection = Card([dischargeHeader, dischargeTable, dischargeActions], "sunk", "column", "s")
+dischargeHeader = Heading("7 — Patients Ready for Discharge", "h3")
+dischargeTable = Table([dischargePatientCol, dischargeDeptCol, dischargeBedCol, dischargeBarrierCol])
+dischargePatientCol = Col("Patient", ["H. Lee, 72M", "S. Brown, 34F", "T. Okonkwo, 58M", "M. Silva, 29F", "R. Jones, 81F"])
+dischargeDeptCol = Col("Dept", ["Cardiology", "Orthopedics", "Gen Medicine", "Pediatrics", "Neurology"])
+dischargeBedCol = Col("Bed", ["2S-118", "4N-302", "3N-205", "Peds-11", "2N-089"])
+dischargeBarrierCol = Col("Next Step", ["Awaiting ride", "Rx ready @ pharmacy", "Discharge papers signed", "Parent education done", "SNF bed confirmed 15:00"])
+dischargeActions = Buttons([dischargeBtn])
+dischargeBtn = Button("View Discharge Queue (12)")
+orSuppliesRow = Card([orSection, suppliesSection], "clear", "row", "m", "stretch", "between", true)
+orSection = Card([orHeader, orTable, orFooter], "sunk", "column", "s")
+orHeader = CardHeader("8 — Today's OR Bookings", "Aug 18 • 8 cases • 5 rooms • 1 add-on pending")
+orTable = Table([orTimeCol, orRoomCol, orProcedureCol, orSurgeonCol, orStatusCol])
+orTimeCol = Col("Time", ["07:30", "08:15", "09:00", "11:30", "13:00", "14:30", "15:45"])
+orRoomCol = Col("Room", ["OR-1", "OR-2", "OR-3", "OR-1", "OR-2", "OR-4", "OR-3"])
+orProcedureCol = Col("Procedure", ["CABG x3", "Lap Chole", "THA Left", "Colon Resection", "Cataract R", "Craniotomy", "Knee Arthroscopy"])
+orSurgeonCol = Col("Surgeon", ["Dr. Haddad", "Dr. Liu", "Dr. Park", "Dr. Haddad", "Dr. Evans", "Dr. Singh", "Dr. Park"])
+orStatusCol = Col("Status", ["In Progress", "In Progress", "Pre-op", "Scheduled", "Scheduled", "Delayed 30m", "Scheduled"])
+orFooter = TextContent("Utilization 78% • Turnover avg 28 min • Anesthesia coverage: 4/4 staffed", "small")
+suppliesSection = Card([suppliesHeader, suppliesTable, suppliesCallout], "sunk", "column", "s")
+suppliesHeader = Heading("9 — Supplies Running Low", "h3")
+suppliesTable = Table([suppliesItemCol, suppliesStockCol, suppliesStatusCol])
+suppliesItemCol = Col("Item", ["Normal Saline 1L", "N95 Masks (1860)", "Propofol 20ml", "Surgical Gloves L", "O2 Flowmeters"])
+suppliesStockCol = Col("On Hand", ["42 bags", "180 units", "14 vials", "6 boxes", "9 units"])
+suppliesStatusCol = Col("Level", ["Critical <2 days", "Low — 4 days", "Low — 3 days", "Critical", "Low"])
+suppliesCallout = Callout("error", "Reorder required today", "NS 1L and Gloves L below par level. Auto-PO sent to materials at 06:00. ETA tomorrow 10:00.")
+actionRow = Card([incidentCard, transferCard], "clear", "row", "m", "stretch", "between", true)
+incidentCard = Card([incidentHeader, incidentForm], "sunk", "column", "m")
+incidentHeader = CardHeader("10 — File an Incident", "Safety, fall, medication or equipment event")
+incidentForm = Form("incident-report", incidentFormButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDescField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentType1, incidentType2, incidentType3, incidentType4, incidentType5], "Select type")
+incidentType1 = SelectItem("fall", "Patient Fall")
+incidentType2 = SelectItem("med_error", "Medication Error")
+incidentType3 = SelectItem("equipment", "Equipment Failure")
+incidentType4 = SelectItem("safety", "Staff / Workplace Safety")
+incidentType5 = SelectItem("other", "Other")
+incidentLocationField = FormControl("Location / Unit", incidentLocationInput)
+incidentLocationInput = Input("location", "e.g., 3N-214, ED, OR-2")
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("severity", [sevLow, sevMod, sevHigh])
+sevLow = RadioItem("Low", "No harm / near miss", "low")
+sevMod = RadioItem("Moderate", "Temporary harm", "moderate")
+sevHigh = RadioItem("High", "Permanent harm / life-threatening", "high")
+incidentDescField = FormControl("Description", incidentDescArea, "Include time, witnesses, immediate actions taken")
+incidentDescArea = TextArea("description", "What happened...", 3)
+incidentFormButtons = Buttons([incidentSubmitBtn, incidentCancelBtn])
+incidentSubmitBtn = Button("Submit Incident", null, "primary")
+incidentCancelBtn = Button("Clear", null, "tertiary")
+transferCard = Card([transferHeader, transferForm], "sunk", "column", "m")
+transferHeader = CardHeader("12 — Request Patient Transfer", "Inter-unit or inter-facility transfer")
+transferForm = Form("transfer-request", transferFormButtons, [transferPatientField, transferFromField, transferToField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient (MRN / Bed)", transferPatientInput)
+transferPatientInput = Input("patient_id", "e.g., E. Morrison — ICU-07 — MRN 884521")
+transferFromField = FormControl("From", transferFromSelect)
+transferFromSelect = Select("from_unit", [fromICU, fromED, fromMedSurg, fromPeds], "Current unit")
+fromICU = SelectItem("ICU", "ICU")
+fromED = SelectItem("ED", "ED")
+fromMedSurg = SelectItem("3N", "Med-Surg 3N")
+fromPeds = SelectItem("PEDS", "Pediatrics")
+transferToField = FormControl("To", transferToSelect)
+transferToSelect = Select("to_unit", [toStepdown, toMedSurg, toICU, toOther], "Destination")
+toStepdown = SelectItem("stepdown", "Step-down Unit")
+toMedSurg = SelectItem("medsurg", "Med-Surg")
+toICU = SelectItem("icu", "ICU")
+toOther = SelectItem("other_facility", "Other Facility")
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("priority", [prioRoutine, prioUrgent, prioStat], "routine")
+prioRoutine = RadioItem("Routine", "Within 24h", "routine")
+prioUrgent = RadioItem("Urgent", "Within 4h", "urgent")
+prioStat = RadioItem("STAT", "Immediate", "stat")
+transferReasonField = FormControl("Reason / Clinical notes", transferReasonArea)
+transferReasonArea = TextArea("reason", "Clinical reason, isolation, required equipment...", 3)
+transferFormButtons = Buttons([transferSubmitBtn, transferCheckBtn])
+transferSubmitBtn = Button("Request Transfer", null, "primary")
+transferCheckBtn = Button("Check Bed Availability", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..81d67e6b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-hospital__r4.txt
@@ -0,0 +1,131 @@
+root = Card([header, dateNavCard, kpiRow, admissionsChartCard, deptAndBedRow, staffTableCard, criticalAndDischargeRow, orAndSuppliesRow, actionFormsRow], "clear", "column", "m")
+header = CardHeader("Hospital Operations Command Center", "Mercy General — Live census • Mon, Aug 18, 2026 • Last updated 08:42 AM • Command view")
+dateNavCard = Card([dateNavHeader, datePickerForm], "sunk", "column", "s")
+dateNavHeader = TextContent("Viewing: **Today — Mon, Aug 18, 2026** • Use the control below to look at another day (Item 11)", "small-heavy")
+datePickerForm = Form("date-nav", dateNavButtons, [dateField])
+dateField = FormControl("Look at another day", dateInput, "Select any date to reload census, OR bookings and staffing for that day")
+dateInput = DatePicker("view_date", "single")
+dateNavButtons = Buttons([viewDayBtn, todayBtn])
+viewDayBtn = Button("View Selected Day", null, "primary")
+todayBtn = Button("Back to Today", null, "secondary")
+kpiRow = Card([bedCard, erCard, censusCard], "clear", "row", "m")
+bedCard = Card([bedHeader, bedProgress, bedDetails], "card", "column", "s")
+bedHeader = CardHeader("Bed Occupancy", "Item 1 — System-wide")
+bedProgress = Progress(87, "342 / 394 beds occupied (87%)")
+bedDetails = TextContent("ICU: 48/52 (92%) • Med-Surg: 184/210 (88%) • Step-down: 62/72 (86%) • ED Obs: 18/24 • 52 beds available — 8 pending cleaning", "small")
+erCard = Card([erHeader, erWaitBig, erMeta, erCallout], "card", "column", "s")
+erHeader = CardHeader("Current ER Wait", "Item 2 — Live")
+erWaitBig = TextContent("47 min avg wait", "large-heavy")
+erMeta = TextContent("12 patients waiting • 4 triaged ESI-2 • Longest wait: 1h 22m • 18 bays occupied / 24", "small")
+erCallout = Callout("warning", "ER at High Load", "Wait exceeds 30-min target. Triage nurse +1 requested.")
+censusCard = Card([censusHeader, censusValue, censusMeta], "card", "column", "s")
+censusHeader = CardHeader("Today's Throughput", "Admissions vs discharges")
+censusValue = TextContent("+28 net admissions", "large-heavy")
+censusMeta = TextContent("42 admissions today • 14 discharges • ED conversion 31% • 9 ready for discharge", "small")
+admissionsChartCard = Card([admissionsHeader, admissionsChart], "card", "column", "s")
+admissionsHeader = CardHeader("Admissions Over Past Two Weeks", "Item 3 — Daily trend Aug 5–18")
+admissionsChart = AreaChart(labels14, [admissionsSeries, dischargeSeries], "natural", "Date", "Patients")
+labels14 = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+admissionsSeries = Series("Admissions", [38, 42, 35, 44, 51, 39, 36, 41, 46, 43, 48, 52, 39, 42])
+dischargeSeries = Series("Discharges", [32, 38, 40, 36, 42, 45, 34, 39, 40, 41, 44, 38, 43, 14])
+deptAndBedRow = Card([deptChartCard, bedBreakdownCard], "clear", "row", "m")
+deptChartCard = Card([deptHeader, deptChart], "card", "column", "s")
+deptHeader = CardHeader("Patients per Department", "Item 4 — Current census (342 total)")
+deptChart = HorizontalBarChart(deptLabels, [deptSeries], "grouped", "Patients", "Department")
+deptLabels = ["Emergency", "ICU", "Med-Surg", "Cardiology", "Oncology", "Pediatrics", "Orthopedics"]
+deptSeries = Series("Patients", [42, 48, 112, 38, 34, 29, 39])
+bedBreakdownCard = Card([bedBreakdownHeader, bedBreakdownTable], "card", "column", "s")
+bedBreakdownHeader = CardHeader("Bed Status Detail", "By unit")
+bedBreakdownTable = Table([bedUnitCol, bedOccCol, bedAvailCol, bedStatusCol])
+bedUnitCol = Col("Unit", ["ICU", "ED Observation", "Med-Surg North", "Med-Surg South", "Cardiology", "Oncology"])
+bedOccCol = Col("Occupied", ["48/52", "18/24", "96/110", "88/100", "36/40", "32/38"])
+bedAvailCol = Col("Available", ["4", "6", "14", "12", "4", "6"])
+bedStatusCol = Col("Status", ["Critical", "High", "Stable", "Stable", "Watch", "Stable"])
+staffTableCard = Card([staffHeader, staffTable], "card", "column", "s")
+staffHeader = CardHeader("Staff on Shift", "Item 5 — 124 on duty • Next handover 19:00 • Roles shown")
+staffTable = Table([staffNameCol, staffRoleCol, staffDeptCol, staffShiftCol, staffStatusCol])
+staffNameCol = Col("Staff Member", ["Dr. S. Alvarez", "Dr. K. Mensah", "N. Patel, RN", "J. Okafor, RN", "Dr. L. Chen", "M. Rivera, RT", "A. Thompson, RN", "D. Kim, PharmD"])
+staffRoleCol = Col("Role", ["Attending — EM", "Intensivist", "Charge Nurse", "RN — Med-Surg", "Surgeon", "Respiratory Therapist", "RN — ICU", "Pharmacist"])
+staffDeptCol = Col("Department", ["Emergency", "ICU", "Emergency", "Med-Surg", "OR", "ICU/ED", "ICU", "Pharmacy"])
+staffShiftCol = Col("Shift", ["07:00-19:00", "07:00-19:00", "07:00-19:00", "07:00-19:00", "07:00-15:00", "07:00-19:00", "19:00-07:00", "08:00-20:00"])
+staffStatusCol = Col("Status", ["On Floor", "On Floor", "On Floor", "On Break", "In OR-2", "On Floor", "Incoming", "On Floor"])
+criticalAndDischargeRow = Card([criticalCard, dischargeCard], "clear", "row", "m")
+criticalCard = Card([criticalHeader, criticalAlert1, criticalAlert2, criticalAlert3], "card", "column", "s")
+criticalHeader = CardHeader("Critical Patients — Called Out", "Item 6 — Requires immediate attention")
+criticalAlert1 = Alert("ICU-07 — R. Hernandez, 68M", "Septic shock • On norepinephrine • MAP 62 • Lactate 4.1 • Dr. Mensah bedside • Rapid response active", "destructive")
+criticalAlert2 = Alert("ED-12 — T. Washington, 54F", "STEMI • Cath lab activated • Door-to-balloon 18 min • Troponin 12.4 • Cardiology en route", "destructive")
+criticalAlert3 = Alert("3N-214 — J. Park, 41M", "Post-op bleed • Hgb 6.8 → 6.2 • 2 units PRBC ordered • Surgery consult paged • Watch", "warning")
+dischargeCard = Card([dischargeHeader, dischargeList], "card", "column", "s")
+dischargeHeader = CardHeader("Patients Ready for Discharge", "Item 7 — 9 cleared, 5 shown • Awaiting transport / paperwork")
+dischargeList = Table([dischargePatientCol, dischargeUnitCol, dischargeReadyCol, dischargeBarrierCol])
+dischargePatientCol = Col("Patient", ["E. Morales — 2S-118", "K. Johnson — 3N-205", "S. Lee — 4W-312", "B. Carter — 2S-122", "A. Nguyen — 3N-208"])
+dischargeUnitCol = Col("Service", ["Med-Surg", "Orthopedics", "Cardiology", "Med-Surg", "Oncology"])
+dischargeReadyCol = Col("Ready Since", ["06:30", "07:15", "08:00", "08:10", "07:45"])
+dischargeBarrierCol = Col("Barrier", ["Transport", "Rx pending", "Ride pending", "None — Discharge now", "Paperwork"])
+orAndSuppliesRow = Card([orCard, suppliesCard], "clear", "row", "m")
+orCard = Card([orHeader, orTable], "card", "column", "s")
+orHeader = CardHeader("Today's Operating Room Bookings", "Item 8 — Aug 18 • 8 cases • 5 in progress")
+orTable = Table([orRoomCol, orProcedureCol, orSurgeonCol, orTimeCol, orStatusCol])
+orRoomCol = Col("OR", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-5", "OR-6"])
+orProcedureCol = Col("Procedure", ["CABG x3", "Lap cholecystectomy", "Total knee arthroplasty", "Craniotomy", "C-section", "Colon resection"])
+orSurgeonCol = Col("Surgeon", ["Dr. L. Chen", "Dr. R. Singh", "Dr. P. Okonkwo", "Dr. S. Alvarez", "Dr. M. Foster", "Dr. R. Singh"])
+orTimeCol = Col("Scheduled", ["07:30-11:30", "08:00-09:30", "09:00-12:00", "10:00-14:00", "13:00-14:00", "14:30-17:00"])
+orStatusCol = Col("Status", ["In Progress", "In Progress", "Pre-op", "In Progress", "Scheduled", "Scheduled"])
+suppliesCard = Card([suppliesHeader, suppliesTable, suppliesCallout], "card", "column", "s")
+suppliesHeader = CardHeader("Supplies Running Low", "Item 9 — Par levels < 25%")
+suppliesTable = Table([supplyItemCol, supplyStockCol, supplyLocationCol, supplyActionCol])
+supplyItemCol = Col("Item", ["Normal Saline 1L", "N95 Masks (1860)", "Heparin 5000u", "Sterile Gloves L", "O2 Flowmeters"])
+supplyStockCol = Col("Stock", ["18 bags (12%)", "42 units (18%)", "31 vials (21%)", "88 pairs (24%)", "6 units (15%)"])
+supplyLocationCol = Col("Location", ["Central Store", "ED / ICU", "Pharmacy", "OR Core", "Respiratory"])
+supplyActionCol = Col("Reorder", ["Ordered", "Urgent", "Ordered", "Monitor", "Urgent"])
+suppliesCallout = Callout("warning", "Auto-reorder triggered", "2 urgent items flagged to Materials Management — ETA 14:00 today. Saline delivery expected 16:00.")
+actionFormsRow = Card([incidentFormCard, transferFormCard], "clear", "row", "m")
+incidentFormCard = Card([incidentHeader, incidentForm], "card", "column", "s")
+incidentHeader = CardHeader("File an Incident", "Item 10 — Safety, fall, medication or equipment event")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentDescField, incidentSeverityField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incFall, incMed, incEquip, incSafety, incOther], "Select type")
+incFall = SelectItem("fall", "Patient Fall")
+incMed = SelectItem("med_error", "Medication Error")
+incEquip = SelectItem("equipment", "Equipment Failure")
+incSafety = SelectItem("safety", "Staff/Workplace Safety")
+incOther = SelectItem("other", "Other")
+incidentLocationField = FormControl("Location / Unit", incidentLocationInput)
+incidentLocationInput = Input("location", "e.g., 3N-214, ED Bay 4")
+incidentDescField = FormControl("Description", incidentDescArea)
+incidentDescArea = TextArea("description", "What happened? Include time and persons involved...", 3)
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("severity", [sevLow, sevMod, sevHigh])
+sevLow = RadioItem("Low", "No harm", "low")
+sevMod = RadioItem("Moderate", "Temporary harm", "moderate")
+sevHigh = RadioItem("High", "Permanent harm / near miss", "high")
+incidentButtons = Buttons([incidentSubmitBtn, incidentCancelBtn])
+incidentSubmitBtn = Button("Submit Incident", null, "primary")
+incidentCancelBtn = Button("Clear", null, "tertiary")
+transferFormCard = Card([transferHeader, transferForm], "card", "column", "s")
+transferHeader = CardHeader("Request Patient Transfer", "Item 12 — Internal or external transfer")
+transferForm = Form("transfer-request", transferButtons, [transferPatientField, transferFromField, transferToField, transferReasonField, transferUrgencyField])
+transferPatientField = FormControl("Patient (MRN / Bed)", transferPatientInput)
+transferPatientInput = Input("patient_id", "e.g., R. Hernandez — ICU-07 — MRN 884521")
+transferFromField = FormControl("From", transferFromSelect)
+transferFromSelect = Select("from_unit", [fromICU, fromED, fromMS, fromOR], "Current unit")
+fromICU = SelectItem("icu", "ICU")
+fromED = SelectItem("ed", "Emergency")
+fromMS = SelectItem("medsurg", "Med-Surg")
+fromOR = SelectItem("or", "OR / PACU")
+transferToField = FormControl("To", transferToSelect)
+transferToSelect = Select("to_unit", [toICU, toMS, toStep, toOtherHosp], "Destination")
+toICU = SelectItem("icu_dest", "ICU")
+toMS = SelectItem("medsurg_dest", "Med-Surg")
+toStep = SelectItem("stepdown", "Step-down")
+toOtherHosp = SelectItem("external", "External Facility")
+transferReasonField = FormControl("Reason / Diagnosis", transferReasonInput)
+transferReasonInput = Input("reason", "e.g., Higher level of care, bed availability")
+transferUrgencyField = FormControl("Urgency", transferUrgencyRadio)
+transferUrgencyRadio = RadioGroup("urgency", [urgStat, urgUrgent, urgRoutine])
+urgStat = RadioItem("STAT", "< 1 hour", "stat")
+urgUrgent = RadioItem("Urgent", "1-4 hours", "urgent")
+urgRoutine = RadioItem("Routine", "Next available", "routine")
+transferButtons = Buttons([transferSubmitBtn, transferCheckBtn])
+transferSubmitBtn = Button("Request Transfer", null, "primary")
+transferCheckBtn = Button("Check Bed Availability", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..dec4e3c7f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r1.txt
@@ -0,0 +1,112 @@
+root = Card([header, healthSummary, controlsCard, activeProjectsHeading, activeProjectsTable, overdueHeading, overdueList, budgetHeading, budgetChart, budgetTable, utilizationHeading, utilizationChart, utilCallout, risksHeading, risksTable, deadlinesHeading, deadlinesList, paceHeading, paceChart, blockedHeading, blockedTable, staffingHeading, staffingForm, separator, followUp], "card", "column", "l")
+header = CardHeader("Project Portfolio Review", "PMO • Q3 2026 (Jul–Sep) • Updated Aug 18, 2026 • 6 active projects")
+healthSummary = Callout("warning", "Portfolio Health: Stable but strained — 4 on track, 2 at-risk (Atlas, Vega) and 1 critical (Orion) needs exec attention", "Delivery pace up 31% over 6 sprints (42 → 55 pts). Risk is concentrated: 3 overdue milestones, 4 blocked items, and Platform/Design teams over 85% utilization.")
+controlsCard = Card([controlsHeader, quarterForm, actionButtons], "sunk", "column", "m")
+controlsHeader = CardHeader("Review Controls", "Switch quarter, export the review, or archive a finished project")
+quarterForm = Form("quarter-switch", quarterFormButtons, [quarterField])
+quarterField = FormControl("Viewing quarter", quarterSelect)
+quarterSelect = Select("quarter", [q2Item, q3Item, q4Item, q1Item], "Select quarter", null, "Q3-2026")
+q2Item = SelectItem("Q2-2026", "Q2 2026 (Apr–Jun)")
+q3Item = SelectItem("Q3-2026", "Q3 2026 (Jul–Sep) — Current")
+q4Item = SelectItem("Q4-2026", "Q4 2026 (Oct–Dec)")
+q1Item = SelectItem("Q1-2027", "Q1 2027 (Jan–Mar)")
+quarterFormButtons = Buttons([viewQuarterBtn])
+viewQuarterBtn = Button("View Quarter", null, "secondary")
+actionButtons = Buttons([exportBtn, archiveDialog])
+exportBtn = Button("Export Review (PDF & CSV)", null, "primary")
+archiveDialog = DialogBlock("Archive Finished Project", "Archive a completed project", "Move a finished project to archived status. It will be removed from active portfolio metrics and budget totals.", [archiveForm], "secondary")
+archiveForm = Form("archive-project", archiveFormButtons, [archiveField, archiveReasonField])
+archiveField = FormControl("Project to archive", archiveSelect)
+archiveSelect = Select("project_to_archive", [archAtlas, archNebula, archOrion, archHelios, archVega, archSirius], "Select completed project")
+archAtlas = SelectItem("atlas", "Atlas Platform Migration")
+archNebula = SelectItem("nebula", "Nebula Mobile Redesign")
+archOrion = SelectItem("orion", "Orion Data Lake")
+archHelios = SelectItem("helios", "Helios API Gateway")
+archVega = SelectItem("vega", "Vega Customer Portal")
+archSirius = SelectItem("sirius", "Sirius Compliance Automation")
+archiveReasonField = FormControl("Archive notes", archiveNotes)
+archiveNotes = TextArea("archive_notes", "e.g., Delivered Aug 10, retrospective completed, handover done...")
+archiveFormButtons = Buttons([confirmArchiveBtn])
+confirmArchiveBtn = Button("Confirm Archive", null, "primary")
+activeProjectsHeading = Heading("1. Active Projects — Owner, Deadline & Health", "h2")
+activeProjectsTable = Table([colProj, colOwner, colDeadline, colHealth])
+colProj = Col("Project", ["Atlas Platform Migration", "Nebula Mobile Redesign", "Orion Data Lake", "Helios API Gateway", "Vega Customer Portal", "Sirius Compliance Automation"])
+colOwner = Col("Owner", ["Priya Desai", "Marcus Chen", "Sofia Reyes", "James Okonkwo", "Anika Patel", "David Kim"])
+colDeadline = Col("Deadline", ["Sep 15, 2026", "Sep 02, 2026", "Aug 30, 2026", "Sep 22, 2026", "Sep 10, 2026", "Oct 05, 2026"])
+colHealth = Col("Health", ["Amber — At Risk", "Green — On Track", "Red — Critical", "Green — On Track", "Amber — At Risk", "Green — On Track"])
+overdueHeading = Heading("2. Overdue Milestones", "h2")
+overdueList = ListBlock([om1, om2, om3], "number")
+om1 = ListItem("Orion — Schema freeze", "Due Aug 10 • 8 days overdue • Owner: Sofia Reyes • Blocker: Legal sign-off on PII masking")
+om2 = ListItem("Atlas — Security review", "Due Aug 12 • 6 days overdue • Owner: Priya Desai • Blocker: Infosec review queue")
+om3 = ListItem("Vega — Content migration complete", "Due Aug 15 • 3 days overdue • Owner: Anika Patel • Blocker: CMS access provisioning")
+budgetHeading = Heading("3. Budget Spent vs Allocation", "h2")
+budgetChart = BarChart(["Atlas", "Nebula", "Orion", "Helios", "Vega", "Sirius"], [allocSeries, spentSeries], "grouped", "Project", "USD $k")
+allocSeries = Series("Allocation", [420, 280, 350, 190, 260, 310])
+spentSeries = Series("Spent", [310, 245, 298, 112, 198, 165])
+budgetTable = Table([bColProj, bColAlloc, bColSpent, bColRemain])
+bColProj = Col("Project", ["Atlas", "Nebula", "Orion", "Helios", "Vega", "Sirius"])
+bColAlloc = Col("Allocation", ["$420k", "$280k", "$350k", "$190k", "$260k", "$310k"])
+bColSpent = Col("Spent", ["$310k", "$245k", "$298k", "$112k", "$198k", "$165k"])
+bColRemain = Col("Remaining", ["$110k (26%)", "$35k (13%)", "$52k (15%)", "$78k (41%)", "$62k (24%)", "$145k (47%)"])
+utilizationHeading = Heading("4. Team Utilization", "h2")
+utilizationChart = HorizontalBarChart(["Platform", "Mobile", "Data Eng", "Backend", "Design", "QA"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 88, 76, 81, 94, 68])
+utilCallout = Callout("warning", "Capacity Alert", "Platform (92%) and Design (94%) exceed 85% threshold — risk of burnout/slippage. QA at 68% has slack to absorb Vega UAT or Atlas testing.")
+risksHeading = Heading("5. Risks by Severity", "h2")
+risksTable = Table([rColRisk, rColProj2, rColSev, rColOwner2])
+rColRisk = Col("Risk", ["Data migration downtime exceeds window", "Third-party SDK deprecation (Nebula)", "Vendor delay on ETL tooling", "Auth service rate limiting", "Low UAT participation"])
+rColProj2 = Col("Project", ["Atlas", "Nebula", "Orion", "Helios", "Vega"])
+rColSev = Col("Severity", ["High", "Medium", "High", "Medium", "High"])
+rColOwner2 = Col("Owner", ["Priya Desai", "Marcus Chen", "Sofia Reyes", "James Okonkwo", "Anika Patel"])
+deadlinesHeading = Heading("6. Deadlines in Next Two Weeks (Aug 19 – Sep 01)", "h2")
+deadlinesList = ListBlock([dl1, dl2, dl3, dl4, dl5])
+dl1 = ListItem("Aug 22 — Nebula: Beta build submission", "Owner: Marcus Chen • 4 days • Health: Green")
+dl2 = ListItem("Aug 25 — Orion: Data validation checkpoint", "Owner: Sofia Reyes • 7 days • Health: Red — escalation recommended")
+dl3 = ListItem("Aug 28 — Vega: UAT sign-off", "Owner: Anika Patel • 10 days • Health: Amber")
+dl4 = ListItem("Aug 29 — Atlas: Infra cutover rehearsal", "Owner: Priya Desai • 11 days • Health: Amber")
+dl5 = ListItem("Aug 30 — Orion: Phase 1 Delivery (Project Deadline)", "Owner: Sofia Reyes • 12 days • Health: Red — critical path")
+paceHeading = Heading("7. Delivery Pace — Past 6 Sprints", "h2")
+paceChart = LineChart(["Sprint 12", "Sprint 13", "Sprint 14", "Sprint 15", "Sprint 16", "Sprint 17"], [velocitySeries, plannedSeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Velocity (Completed)", [42, 38, 45, 51, 48, 55])
+plannedSeries = Series("Planned", [45, 45, 48, 50, 50, 52])
+blockedHeading = Heading("8. Blocked Work Items", "h2")
+blockedTable = Table([blColItem, blColProj, blColSince, blColReason, blColOwner])
+blColItem = Col("Work Item", ["ATLAS-142", "ORION-89", "VEGA-204", "NEBULA-77"])
+blColProj = Col("Project", ["Atlas", "Orion", "Vega", "Nebula"])
+blColSince = Col("Blocked Since", ["4 days", "6 days", "2 days", "1 day"])
+blColReason = Col("Reason", ["DB replication lag — infra dependency", "PII masking rules pending legal", "Payment widget SSO bug — Helios API", "Push cert expired — Apple"])
+blColOwner = Col("Owner", ["Priya Desai", "Sofia Reyes", "Anika Patel", "Marcus Chen"])
+staffingHeading = Heading("9. Request More People for a Project", "h2")
+staffingForm = Form("staffing-request", staffingButtons, [staffProjField, staffRoleField, staffCountField, staffUrgencyField, staffJustField])
+staffProjField = FormControl("Project", staffProjSelect)
+staffProjSelect = Select("staff_project", [spAtlas, spNebula, spOrion, spHelios, spVega, spSirius], "Select project needing support")
+spAtlas = SelectItem("atlas", "Atlas Platform Migration")
+spNebula = SelectItem("nebula", "Nebula Mobile Redesign")
+spOrion = SelectItem("orion", "Orion Data Lake")
+spHelios = SelectItem("helios", "Helios API Gateway")
+spVega = SelectItem("vega", "Vega Customer Portal")
+spSirius = SelectItem("sirius", "Sirius Compliance Automation")
+staffRoleField = FormControl("Role needed", staffRoleSelect)
+staffRoleSelect = Select("role", [roleBE, roleFE, roleData, roleQA, roleDesign], "Select role")
+roleBE = SelectItem("backend", "Backend Engineer")
+roleFE = SelectItem("frontend", "Frontend Engineer")
+roleData = SelectItem("data", "Data Engineer")
+roleQA = SelectItem("qa", "QA Engineer")
+roleDesign = SelectItem("design", "Product Designer")
+staffCountField = FormControl("Number of people", staffSlider)
+staffSlider = Slider("headcount", "discrete", 1, 5, 1, [2], "1–5 people")
+staffUrgencyField = FormControl("Urgency", staffUrgency)
+staffUrgency = RadioGroup("urgency", [urgHigh, urgMed, urgLow], "medium")
+urgHigh = RadioItem("High", "Needed this sprint", "high")
+urgMed = RadioItem("Medium", "Needed next sprint", "medium")
+urgLow = RadioItem("Low", "Next quarter planning", "low")
+staffJustField = FormControl("Justification", staffJust, "Explain impact if not staffed")
+staffJust = TextArea("justification", "e.g., Orion blocked on ETL — need data engineer to unblock schema freeze...")
+staffingButtons = Buttons([submitStaffBtn, clearStaffBtn])
+submitStaffBtn = Button("Submit Staffing Request", null, "primary")
+clearStaffBtn = Button("Clear", null, "tertiary")
+separator = Separator("horizontal", true)
+followUp = FollowUpBlock([follow1, follow2, follow3])
+follow1 = FollowUpItem("Show Q4 forecast with hiring scenarios")
+follow2 = FollowUpItem("Drill into Orion critical path and mitigation")
+follow3 = FollowUpItem("Export blocked items to Jira")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..b89c2071d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r2.txt
@@ -0,0 +1,119 @@
+root = Card([header, controlsCard, healthSummary, activeProjectsCard, budgetUtilGrid, risksDeadlinesGrid, milestonesBlockedGrid, velocityCard, requestArchiveGrid, footerCard])
+header = CardHeader("PMO Portfolio Review", "Q3 2026 • 8 active projects • Last refreshed Aug 18, 2026")
+controlsCard = Card([quarterForm, topActions], "clear", "row", "m", "center", "between")
+quarterForm = Form("quarter-filter", quarterBtns, [quarterControl])
+quarterControl = FormControl("View quarter", quarterSelect, "Switch fiscal quarter to refresh all metrics")
+quarterSelect = Select("quarter", [qOpt1, qOpt2, qOpt3, qOpt4], "Choose quarter", null, "Q3 2026")
+qOpt1 = SelectItem("Q2 2026", "Q2 2026")
+qOpt2 = SelectItem("Q3 2026", "Q3 2026")
+qOpt3 = SelectItem("Q4 2026", "Q4 2026")
+qOpt4 = SelectItem("Q1 2027", "Q1 2027")
+quarterBtns = Buttons([viewBtn])
+viewBtn = Button("Apply quarter", null, "secondary")
+topActions = Buttons([exportBtn, archiveDialogTop])
+exportBtn = Button("Export review", null, "secondary")
+archiveDialogTop = Button("Archive project", null, "tertiary")
+healthSummary = TextCallout("neutral", "Portfolio Health — Amber", "6 of 8 projects on track, 2 at risk (Atlas & Beacon) due to staffing gaps and vendor delay; budget 68% spent with velocity stable at 92% of plan.")
+activeProjectsCard = Card([activeHeader, activeTable, activeLegend], "sunk", "column", "m")
+activeHeader = CardHeader("Active Projects", "Owner • Deadline • Health • Progress")
+activeTable = Table([projCol, ownerCol, deadlineCol, healthCol, progressCol])
+projCol = Col("Project", ["Atlas Platform", "Beacon Mobile", "Crest Data Lake", "Delta Commerce", "Echo AI Assist", "Forge Infra", "Glimmer UX", "Helix Compliance"])
+ownerCol = Col("Owner", ["S. Rivera", "J. Park", "A. Desai", "M. Chen", "K. Okafor", "L. Nguyen", "T. Weber", "R. Singh"])
+deadlineCol = Col("Deadline", ["2026-09-30", "2026-10-15", "2026-09-12", "2026-11-01", "2026-08-29", "2026-12-15", "2026-09-05", "2026-10-30"])
+healthCol = Col("Health", ["At Risk", "At Risk", "On Track", "On Track", "On Track", "On Track", "Behind", "On Track"])
+progressCol = Col("Progress", ["62%", "48%", "81%", "55%", "73%", "41%", "34%", "67%"])
+activeLegend = TextContent("Health: On Track = green • At Risk = amber • Behind = red. Deadlines are committed delivery dates.", "small")
+budgetUtilGrid = Card([budgetCard, utilizationCard], "clear", "row", "m", "stretch", "between")
+budgetCard = Card([budgetHeader, budgetChart, budgetTable], "sunk", "column", "m")
+budgetHeader = CardHeader("Budget: Spent vs Allocation", "$12.40M allocated • $8.42M spent (68%)")
+budgetChart = BarChart(["Atlas", "Beacon", "Crest", "Delta", "Echo", "Forge", "Glimmer", "Helix"], [budgetAllocatedSeries, budgetSpentSeries], "grouped", "Project", "$k")
+budgetAllocatedSeries = Series("Allocated", [2200, 1800, 1500, 1900, 1100, 1600, 900, 1300])
+budgetSpentSeries = Series("Spent", [1680, 1320, 980, 1120, 760, 620, 710, 1230])
+budgetTable = Table([bColProj, bColAlloc, bColSpent, bColPct])
+bColProj = Col("Project", ["Atlas", "Beacon", "Crest", "Delta", "Echo", "Forge", "Glimmer", "Helix"])
+bColAlloc = Col("Allocated", ["$2,200k", "$1,800k", "$1,500k", "$1,900k", "$1,100k", "$1,600k", "$900k", "$1,300k"])
+bColSpent = Col("Spent", ["$1,680k", "$1,320k", "$980k", "$1,120k", "$760k", "$620k", "$710k", "$1,230k"])
+bColPct = Col("% Spent", ["76%", "73%", "65%", "59%", "69%", "39%", "79%", "95%"])
+utilizationCard = Card([utilHeader, utilChart, utilCallout], "sunk", "column", "m")
+utilHeader = CardHeader("Team Utilization", "Avg. last 4 weeks • Target 75-85%")
+utilChart = HorizontalBarChart(["Platform", "Mobile", "Data", "Commerce", "AI", "Infra", "Design", "Compliance"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [88, 91, 76, 82, 94, 68, 79, 84])
+utilCallout = TextCallout("warning", "Over-utilized", "Mobile (91%) and AI (94%) above 90% for 3 weeks — risk of burnout. Infra at 68% has slack to reallocate.")
+risksDeadlinesGrid = Card([risksCard, deadlinesCard], "clear", "row", "m", "stretch", "between")
+risksCard = Card([risksHeader, risksTable, risksCallout], "sunk", "column", "m")
+risksHeader = CardHeader("Risks by Severity", "12 open • 3 Critical • 4 High • 5 Medium")
+risksTable = Table([rColRisk, rColProj2, rColSev, rColOwner2])
+rColRisk = Col("Risk", ["Vendor API delay", "Key engineer leave", "Security audit gap", "Data migration perf", "Scope creep - Glimmer", "Compliance reg change"])
+rColProj2 = Col("Project", ["Atlas", "Beacon", "Helix", "Crest", "Glimmer", "Helix"])
+rColSev = Col("Severity", ["Critical", "Critical", "High", "High", "Medium", "Critical"])
+rColOwner2 = Col("Owner", ["S. Rivera", "J. Park", "R. Singh", "A. Desai", "T. Weber", "R. Singh"])
+risksCallout = TextCallout("danger", "Critical focus", "3 critical risks require exec decision this week — Atlas vendor and Beacon staffing are blocking milestones.")
+deadlinesCard = Card([deadlinesHeader, deadlinesList, deadlinesCal], "sunk", "column", "m")
+deadlinesHeader = CardHeader("Deadlines — Next 14 Days", "Aug 19 — Sep 01, 2026 • 6 deadlines")
+deadlinesList = ListBlock([dl1, dl2, dl3, dl4, dl5, dl6])
+dl1 = ListItem("Echo AI Assist — Model eval sign-off", "Aug 20, 2026 • K. Okafor • On Track")
+dl2 = ListItem("Glimmer UX — Beta handoff", "Aug 22, 2026 • T. Weber • Behind")
+dl3 = ListItem("Crest Data Lake — ETL cutover", "Aug 26, 2026 • A. Desai • On Track")
+dl4 = ListItem("Atlas Platform — Vendor API freeze", "Aug 28, 2026 • S. Rivera • At Risk")
+dl5 = ListItem("Helix Compliance — Policy draft", "Aug 29, 2026 • R. Singh • On Track")
+dl6 = ListItem("Echo AI Assist — Prod release", "Aug 29, 2026 • K. Okafor • On Track")
+deadlinesCal = CalendarBlock("single", "2026-08-01", 1, "label")
+milestonesBlockedGrid = Card([milestonesCard, blockedCard], "clear", "row", "m", "stretch", "between")
+milestonesCard = Card([milestonesHeader, milestonesTable], "sunk", "column", "m")
+milestonesHeader = CardHeader("Overdue Milestones", "7 overdue across 4 projects")
+milestonesTable = Table([mColMilestone, mColProject, mColDue, mColDaysOver])
+mColMilestone = Col("Milestone", ["API Gateway v2", "iOS TestFlight", "UX Research readout", "Checkout refactor", "Infra hardening", "Design system tokens", "Vendor SLA review"])
+mColProject = Col("Project", ["Atlas", "Beacon", "Glimmer", "Delta", "Forge", "Glimmer", "Atlas"])
+mColDue = Col("Due", ["2026-08-04", "2026-08-06", "2026-08-09", "2026-08-11", "2026-08-12", "2026-08-14", "2026-08-15"])
+mColDaysOver = Col("Days Overdue", ["14", "12", "9", "7", "6", "4", "3"])
+blockedCard = Card([blockedHeader, blockedTable, blockedCallout], "sunk", "column", "m")
+blockedHeader = CardHeader("Blocked Work Items", "9 blocked • 4 need escalation")
+blockedTable = Table([blkColItem, blkColProject, blkColBlockedBy, blkColDays])
+blkColItem = Col("Work Item", ["BEACON-342", "ATLAS-189", "GLIM-88", "DELTA-201", "FORGE-54", "HELIX-112"])
+blkColProject = Col("Project", ["Beacon", "Atlas", "Glimmer", "Delta", "Forge", "Helix"])
+blkColBlockedBy = Col("Blocked By", ["Vendor SDK", "Security review", "Copy approval", "Payment API", "Infra ticket", "Legal review"])
+blkColDays = Col("Days Blocked", ["11", "9", "8", "6", "5", "4"])
+blockedCallout = TextCallout("warning", "Escalation needed", "BEACON-342 and ATLAS-189 blocked >7 days — flagged for PMO standup.")
+velocityCard = Card([velocityHeader, velocityChart, velocityTable], "sunk", "column", "m")
+velocityHeader = CardHeader("Delivery Pace — Last 6 Sprints", "Sprint 18–23 • Story points completed vs planned")
+velocityChart = LineChart(["S18", "S19", "S20", "S21", "S22", "S23"], [velSeriesPlanned, velSeriesCompleted], "natural", "Sprint", "Points")
+velSeriesPlanned = Series("Planned", [88, 92, 90, 95, 93, 96])
+velSeriesCompleted = Series("Completed", [82, 85, 78, 88, 84, 89])
+velocityTable = Table([vColSprint, vColPlanned, vColCompleted])
+vColSprint = Col("Sprint", ["S18", "S19", "S20", "S21", "S22", "S23"])
+vColPlanned = Col("Planned", ["88", "92", "90", "95", "93", "96"])
+vColCompleted = Col("Completed", ["82", "85", "78", "88", "84", "89"])
+requestArchiveGrid = Card([requestCard, archiveCard], "clear", "row", "m", "stretch", "between")
+requestCard = Card([requestHeader, requestForm], "sunk", "column", "m")
+requestHeader = CardHeader("Request More People", "Staffing request → Resource Management")
+requestForm = Form("staff-request", requestBtns, [reqProjectControl, reqRoleControl, reqCountControl, reqReasonControl])
+reqProjectControl = FormControl("Project", reqProjectSelect)
+reqProjectSelect = Select("req_project", [reqProjOpt1, reqProjOpt2, reqProjOpt3, reqProjOpt4], "Select project")
+reqProjOpt1 = SelectItem("Atlas Platform", "Atlas Platform")
+reqProjOpt2 = SelectItem("Beacon Mobile", "Beacon Mobile")
+reqProjOpt3 = SelectItem("Glimmer UX", "Glimmer UX")
+reqProjOpt4 = SelectItem("Forge Infra", "Forge Infra")
+reqRoleControl = FormControl("Role needed", reqRoleSelect)
+reqRoleSelect = Select("req_role", [reqRoleOpt1, reqRoleOpt2, reqRoleOpt3], "Choose role")
+reqRoleOpt1 = SelectItem("Backend Engineer", "Backend Engineer")
+reqRoleOpt2 = SelectItem("UX Designer", "UX Designer")
+reqRoleOpt3 = SelectItem("QA Engineer", "QA Engineer")
+reqCountControl = FormControl("Headcount", reqCountInput, "FTE for this quarter")
+reqCountInput = Input("req_count", "e.g. 2", "number")
+reqReasonControl = FormControl("Justification", reqReasonInput, "Link to milestone or risk")
+reqReasonInput = TextArea("req_reason", "Why is this needed and for how long?", 3)
+requestBtns = Buttons([submitReqBtn, cancelReqBtn])
+submitReqBtn = Button("Submit request", null, "primary")
+cancelReqBtn = Button("Clear", null, "tertiary")
+archiveCard = Card([archiveHeader, archiveInfo, archiveDialog], "sunk", "column", "m")
+archiveHeader = CardHeader("Archive Finished Project", "Remove from active portfolio")
+archiveInfo = TextContent("Select a completed project to archive. Archived projects become read-only and are excluded from health, budget and velocity calculations. You can restore within 30 days.", "small")
+archiveDialog = AlertDialogBlock("Archive finished project", "Archive finished project?", "This will move the selected completed project to the archive. It will no longer appear in active views and its budget will be closed. You can restore it within 30 days.", "Archive", "Cancel", "outline")
+footerCard = Card([exportDialog, separator, footerText], "clear", "column", "m")
+exportDialog = DialogBlock("Export review — PDF / Excel", "Export Portfolio Review", "Download a shareable snapshot for stakeholders", [exportOptions, exportFormBtns], "secondary")
+exportOptions = TextContent("Includes: Active projects, budget, risks, milestones, blocked items, velocity and health summary for the selected quarter. Choose format in next step.", "small")
+exportFormBtns = Buttons([exportPdfBtn, exportExcelBtn])
+exportPdfBtn = Button("Export as PDF")
+exportExcelBtn = Button("Export as Excel", null, "secondary")
+separator = Separator("horizontal", true)
+footerText = TextContent("PMO Review • Q3 2026 • Use quarter selector at top to compare periods. All data refreshed nightly from Jira, Planview and Workday.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..66c715608
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r3.txt
@@ -0,0 +1,108 @@
+root = Card([header, topRow, healthCallout, activeProjectsCard, budgetUtilRow, risksOverdueRow, deadlinesBlockedRow, deliveryCard, bottomRow], "clear", "column", "l")
+header = CardHeader("Project Portfolio Review", "PMO • Q4 2026 • 12 active projects • Last updated Aug 18, 2026")
+topRow = Card([quarterForm, exportButtons], "clear", "row", "m", "center", "between")
+quarterForm = Form("quarter-switch", quarterButtons, [quarterField])
+quarterField = FormControl("View quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4, q1n], "Select quarter", null, "Q4-2026")
+q1 = SelectItem("Q1-2026", "Q1 2026")
+q2 = SelectItem("Q2-2026", "Q2 2026")
+q3 = SelectItem("Q3-2026", "Q3 2026")
+q4 = SelectItem("Q4-2026", "Q4 2026")
+q1n = SelectItem("Q1-2027", "Q1 2027")
+quarterButtons = Buttons([applyQuarterBtn])
+applyQuarterBtn = Button("Apply", null, "secondary")
+exportButtons = Buttons([exportPdfBtn, exportExcelBtn])
+exportPdfBtn = Button("Export PDF", null, "primary")
+exportExcelBtn = Button("Export Excel", null, "secondary")
+healthCallout = Callout("info", "Portfolio Health: Stable — 10 of 12 projects on track, 2 at-risk", "78% of annual budget utilized · Velocity +8% over 6 sprints · 4 overdue milestones need escalation · Helios API requires immediate support")
+activeProjectsCard = Card([activeHeader, activeTable], "sunk", "column", "s")
+activeHeader = Heading("1 — Active Projects", "h3")
+activeTable = Table([colProj, colOwner, colDeadline, colHealth, colStatus])
+colProj = Col("Project", ["Atlas Platform", "Nova Mobile", "Orion Data Lake", "Helios API", "Vega Commerce", "Sirius AI"])
+colOwner = Col("Owner", ["S. Chen", "M. Patel", "J. Rodriguez", "K. Okafor", "L. Nguyen", "D. Kim"])
+colDeadline = Col("Deadline", ["2026-09-30", "2026-10-15", "2026-09-12", "2026-11-01", "2026-09-28", "2026-12-15"])
+colHealth = Col("Health", ["On Track", "At Risk", "On Track", "Behind", "On Track", "At Risk"])
+colStatus = Col("Status", ["Executing", "Executing", "Executing", "Executing", "Executing", "Planning"])
+budgetUtilRow = Card([budgetCard, utilizationCard], "clear", "row", "m", "stretch", "between")
+budgetCard = Card([budgetHeader, budgetChart, budgetTable], "sunk", "column", "s")
+budgetHeader = Heading("3 — Budget Spent vs Allocation", "h3")
+budgetChart = BarChart(["Atlas", "Nova", "Orion", "Helios", "Vega", "Sirius"], [allocSeries, spentSeries], "grouped", "Project", "$k")
+allocSeries = Series("Allocation", [420, 310, 550, 280, 390, 600])
+spentSeries = Series("Spent", [328, 275, 412, 265, 298, 345])
+budgetTable = Table([bProj, bAlloc, bSpent, bPct])
+bProj = Col("Project", ["Atlas", "Nova", "Orion", "Helios", "Vega", "Sirius"])
+bAlloc = Col("Allocation ($k)", ["420", "310", "550", "280", "390", "600"])
+bSpent = Col("Spent ($k)", ["328", "275", "412", "265", "298", "345"])
+bPct = Col("Utilized", ["78%", "89%", "75%", "95%", "76%", "58%"])
+utilizationCard = Card([utilHeader, utilChart, utilNote], "sunk", "column", "s")
+utilHeader = Heading("4 — Team Utilization", "h3")
+utilChart = HorizontalBarChart(["Platform", "Mobile", "Data Eng", "API Team", "Commerce", "AI Research"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [88, 94, 76, 102, 81, 68])
+utilNote = TextContent("Helios API team at 102% — over-allocated. AI Research at 68% has capacity to assist.", "small")
+risksOverdueRow = Card([risksCard, milestonesCard], "clear", "row", "m", "stretch", "between")
+risksCard = Card([risksHeader, risksTable], "sunk", "column", "s")
+risksHeader = Heading("5 — Risks by Severity", "h3")
+risksTable = Table([rRisk, rProj, rSev, rOwner])
+rRisk = Col("Risk", ["Vendor delay - auth service", "Data migration rollback risk", "Scope creep - checkout", "AI model accuracy < target", "Security audit finding"])
+rProj = Col("Project", ["Helios API", "Orion", "Vega", "Sirius AI", "Atlas"])
+rSev = Col("Severity", ["High", "High", "Medium", "Medium", "Low"])
+rOwner = Col("Owner", ["K. Okafor", "J. Rodriguez", "L. Nguyen", "D. Kim", "S. Chen"])
+milestonesCard = Card([overdueHeader, overdueTable], "sunk", "column", "s")
+overdueHeader = Heading("2 — Overdue Milestones", "h3")
+overdueTable = Table([oMile, oProj, oOwner, oDue, oDays])
+oMile = Col("Milestone", ["Beta Release", "ETL Pipeline v2", "API Gateway Launch", "UAT Sign-off"])
+oProj = Col("Project", ["Nova Mobile", "Orion Data Lake", "Helios API", "Vega Commerce"])
+oOwner = Col("Owner", ["M. Patel", "J. Rodriguez", "K. Okafor", "L. Nguyen"])
+oDue = Col("Due Date", ["2026-08-05", "2026-08-10", "2026-08-12", "2026-08-15"])
+oDays = Col("Days Overdue", ["13", "8", "6", "3"])
+deadlinesBlockedRow = Card([deadlinesCard, blockedCard], "clear", "row", "m", "stretch", "between")
+deadlinesCard = Card([deadlinesHeader, deadlinesList], "sunk", "column", "s")
+deadlinesHeader = Heading("6 — Deadlines in Next 14 Days", "h3")
+deadlinesList = ListBlock([d1, d2, d3, d4, d5])
+d1 = ListItem("Orion — Security Review", "Due Aug 22, 2026 · J. Rodriguez", null, "View")
+d2 = ListItem("Atlas — Sprint Demo & Release", "Due Aug 25, 2026 · S. Chen", null, "View")
+d3 = ListItem("Vega — Payment Integration", "Due Aug 26, 2026 · L. Nguyen", null, "View")
+d4 = ListItem("Nova — App Store Submission", "Due Aug 29, 2026 · M. Patel", null, "View")
+d5 = ListItem("Helios — Contract Renewal", "Due Aug 31, 2026 · K. Okafor", null, "View")
+blockedCard = Card([blockedHeader, blockedTable], "sunk", "column", "s")
+blockedHeader = Heading("8 — Blocked Work Items", "h3")
+blockedTable = Table([bItem, bProj2, bSince, bReason, bOwner])
+bItem = Col("Work Item", ["FEAT-342 Auth SSO", "DATA-118 Snowflake sync", "MOB-209 Push notif.", "API-87 Rate limiting"])
+bProj2 = Col("Project", ["Atlas", "Orion", "Nova", "Helios"])
+bSince = Col("Blocked Since", ["2026-08-12", "2026-08-14", "2026-08-16", "2026-08-10"])
+bReason = Col("Reason", ["Waiting on vendor", "Upstream dependency", "Design approval", "Infra capacity"])
+bOwner = Col("Owner", ["S. Chen", "J. Rodriguez", "M. Patel", "K. Okafor"])
+deliveryCard = Card([deliveryHeader, deliveryChart, deliveryNote], "sunk", "column", "s")
+deliveryHeader = Heading("7 — Delivery Pace (Last 6 Sprints)", "h3")
+deliveryChart = LineChart(["Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24", "Sprint 25", "Sprint 26"], [plannedSeries, deliveredSeries], "natural", "Sprint", "Story Points")
+plannedSeries = Series("Planned", [88, 92, 90, 95, 98, 100])
+deliveredSeries = Series("Delivered", [82, 85, 88, 91, 94, 98])
+deliveryNote = TextContent("Velocity up 19% from S21 to S26. Commitment reliability 94% last sprint. Trend is positive.", "small")
+bottomRow = Card([requestFormCard, archiveCard], "clear", "row", "m", "stretch", "between")
+requestFormCard = Card([requestHeader, requestForm], "sunk", "column", "s")
+requestHeader = Heading("11 — Request More People", "h3")
+requestForm = Form("staffing-request", requestButtons, [reqProjField, reqRoleField, reqCountField, reqReasonField])
+reqProjField = FormControl("Project", reqProjSelect)
+reqProjSelect = Select("project", [rp1, rp2, rp3, rp4, rp5, rp6], "Choose project")
+rp1 = SelectItem("atlas", "Atlas Platform")
+rp2 = SelectItem("nova", "Nova Mobile")
+rp3 = SelectItem("orion", "Orion Data Lake")
+rp4 = SelectItem("helios", "Helios API")
+rp5 = SelectItem("vega", "Vega Commerce")
+rp6 = SelectItem("sirius", "Sirius AI")
+reqRoleField = FormControl("Role needed", reqRoleSelect)
+reqRoleSelect = Select("role", [rr1, rr2, rr3, rr4], "Select role")
+rr1 = SelectItem("frontend", "Frontend Engineer")
+rr2 = SelectItem("backend", "Backend Engineer")
+rr3 = SelectItem("data", "Data Engineer")
+rr4 = SelectItem("design", "Product Designer")
+reqCountField = FormControl("Headcount", reqCountSlider)
+reqCountSlider = Slider("headcount", "discrete", 1, 5, 1, [2], "People")
+reqReasonField = FormControl("Justification", reqReasonInput, "Explain capacity gap and impact")
+reqReasonInput = TextArea("justification", "e.g., Helios API team at 102% utilization, need backend support for gateway launch...", 3)
+requestButtons = Buttons([submitRequestBtn])
+submitRequestBtn = Button("Submit Request", null, "primary")
+archiveCard = Card([archiveHeader, archiveText, archiveDialog], "sunk", "column", "s")
+archiveHeader = Heading("13 — Archive Finished Project", "h3")
+archiveText = TextContent("Move completed projects to archive. Archived projects are hidden from active views but retained for reporting and audit.", "small")
+archiveDialog = AlertDialogBlock("Archive Project", "Archive finished project?", "This will move the selected project to archived status and remove it from active portfolio views. You can restore it from archive settings.", "Archive", "Cancel", "outline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..d6f3656ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-portfolio__r4.txt
@@ -0,0 +1,105 @@
+root = Card([header, healthSummary, controlsRow, activeProjectsSection, budgetUtilRow, risksOverdueRow, deadlinesVelocityRow, blockedSection, footerActions], "card", "column", "l")
+header = CardHeader("Project Portfolio Review — PMO", "Q2 2026  •  12 Active Projects  •  Last updated Aug 18, 2026")
+healthSummary = Callout("warning", "Portfolio Health: At Risk — requires attention", "12 active projects • 3 overdue milestones • 68% of annual budget consumed • Velocity down 8% over last 6 sprints • 2 projects rated Red, 3 Yellow.")
+controlsRow = Card([quarterForm, controlsButtons], "sunk", "row", "m", "center", "between")
+quarterForm = Form("quarter-switch", quarterButtons, [quarterField])
+quarterField = FormControl("Viewing period", quarterSelect, "Switch to review a different quarter")
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter", null, "q2-2026")
+q1Item = SelectItem("q1-2026", "Q1 2026 — Jan to Mar")
+q2Item = SelectItem("q2-2026", "Q2 2026 — Apr to Jun (Current)")
+q3Item = SelectItem("q3-2026", "Q3 2026 — Jul to Sep (Forecast)")
+q4Item = SelectItem("q4-2026", "Q4 2026 — Oct to Dec (Plan)")
+quarterButtons = Buttons([loadQuarterBtn])
+loadQuarterBtn = Button("Load Quarter", null, "secondary")
+controlsButtons = Buttons([exportBtn, archiveBtn])
+exportBtn = Button("Export Review (PDF / CSV)", null, "primary")
+archiveBtn = AlertDialogBlock("Archive Finished Project", "Archive finished project?", "This will move the selected completed project to the archive. You can restore it from Archive for 30 days.", "Archive", "Cancel", "secondary")
+activeProjectsSection = Card([activeHeader, activeProjectsTable], "card", "column", "s")
+activeHeader = CardHeader("1. Active Projects", "Owner, deadline and health — 8 projects shown of 12")
+activeProjectsTable = Table([colProject, colOwner, colDeadline, colHealth])
+colProject = Col("Project", ["Atlas Platform", "Beacon Analytics", "Crest Mobile", "Dynamo Data Lake", "Echo Commerce", "Forge API", "Horizon AI", "Iris Security"])
+colOwner = Col("Owner", ["Priya Desai", "Marcus Chen", "Sofia Reyes", "James Okoro", "Aisha Khan", "David Park", "Lena Müller", "Tom Bradley"])
+colDeadline = Col("Deadline", ["2026-09-15", "2026-09-02", "2026-10-30", "2026-08-29", "2026-11-12", "2026-09-18", "2026-12-05", "2026-08-31"])
+colHealth = Col("Health", ["🟢 Green", "🔴 Red", "🟡 Yellow", "🟢 Green", "🔴 Red", "🟡 Yellow", "🟢 Green", "🟡 Yellow"])
+budgetUtilRow = Card([budgetCard, utilizationCard], "clear", "row", "m", "stretch", "between")
+budgetCard = Card([budgetHeader, budgetChart], "card", "column", "s")
+budgetHeader = CardHeader("3. Budget — Spent vs Allocation", "USD in thousands • 68% portfolio consumed")
+budgetChart = BarChart(["Atlas", "Beacon", "Crest", "Dynamo", "Echo", "Forge", "Horizon", "Iris"], [allocatedSeries, spentSeries], "grouped", "Project", "$k")
+allocatedSeries = Series("Allocation", [450, 320, 280, 500, 210, 380, 290, 340])
+spentSeries = Series("Spent to Date", [312, 285, 198, 410, 145, 220, 268, 180])
+utilizationCard = Card([utilHeader, utilizationChart, utilCallout], "card", "column", "s")
+utilHeader = CardHeader("4. Team Utilization", "Capacity this sprint • >85% = over-allocated")
+utilizationChart = HorizontalBarChart(["Platform", "Mobile", "Data Eng", "Design", "QA"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 88, 76, 64, 81])
+utilCallout = TextCallout("warning", "Platform at 92% — bottleneck", "No buffer for unplanned work. Consider rebalancing or requesting staff.")
+risksOverdueRow = Card([risksCard, overdueCard], "clear", "row", "m", "stretch", "between")
+risksCard = Card([risksHeader, risksTable], "card", "column", "s")
+risksHeader = CardHeader("5. Risks by Severity", "5 open risks requiring mitigation")
+risksTable = Table([riskTitleCol, riskProjectCol, riskSeverityCol, riskOwnerCol])
+riskTitleCol = Col("Risk", ["Vendor delay — Auth service", "Data migration complexity", "Key person dependency", "Scope creep — Echo checkout", "Security audit findings"])
+riskProjectCol = Col("Project", ["Forge API", "Dynamo Data Lake", "Beacon Analytics", "Echo Commerce", "Iris Security"])
+riskSeverityCol = Col("Severity", ["🔴 High", "🔴 High", "🟡 Medium", "🟡 Medium", "🟠 Critical"])
+riskOwnerCol = Col("Owner", ["David Park", "James Okoro", "Marcus Chen", "Aisha Khan", "Tom Bradley"])
+overdueCard = Card([overdueHeader, overdueTable], "card", "column", "s")
+overdueHeader = CardHeader("2. Overdue Milestones", "3 milestones past due date")
+overdueTable = Table([overdueMilestoneCol, overdueProjectCol, overdueDueCol, overdueDaysCol])
+overdueMilestoneCol = Col("Milestone", ["API Gateway v2 Release", "Beta User Testing Complete", "Data Schema Freeze"])
+overdueProjectCol = Col("Project", ["Forge API", "Crest Mobile", "Dynamo Data Lake"])
+overdueDueCol = Col("Due Date", ["2026-08-05", "2026-08-10", "2026-08-12"])
+overdueDaysCol = Col("Days Overdue", ["13", "8", "6"])
+deadlinesVelocityRow = Card([deadlinesCard, velocityCard], "clear", "row", "m", "stretch", "between")
+deadlinesCard = Card([deadlinesHeader, upcomingList], "card", "column", "s")
+deadlinesHeader = CardHeader("6. Deadlines — Next Two Weeks", "Aug 19 — Sep 01, 2026 • 5 deadlines")
+upcomingList = ListBlock([dl1, dl2, dl3, dl4, dl5])
+dl1 = ListItem("Dynamo — UAT Sign-off", "Due Aug 22 • James Okoro • Dynamo Data Lake", null, "3 days")
+dl2 = ListItem("Iris — Pen Test Remediation", "Due Aug 26 • Tom Bradley • Iris Security", null, "8 days")
+dl3 = ListItem("Beacon — Dashboard v3 Launch", "Due Aug 29 • Marcus Chen • Beacon Analytics", null, "11 days")
+dl4 = ListItem("Atlas — Sprint 24 Demo", "Due Aug 30 • Priya Desai • Atlas Platform", null, "12 days")
+dl5 = ListItem("Forge — Partner API Docs", "Due Sep 01 • David Park • Forge API", null, "14 days")
+velocityCard = Card([velocityHeader, velocityChart, velocityNote], "card", "column", "s")
+velocityHeader = CardHeader("7. Delivery Pace — Last 6 Sprints", "Velocity in story points • Team throughput trend")
+velocityChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [velocitySeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Velocity", [42, 48, 51, 44, 47, 39])
+velocityNote = TextCallout("neutral", "Trend: -8% vs rolling avg", "Sprint 24 dip due to 3 blocked items + Platform at 92% utilization.")
+blockedSection = Card([blockedHeader, blockedTable, blockedCallout], "card", "column", "s")
+blockedHeader = CardHeader("8. Blocked Work Items", "4 items blocked — needs escalation")
+blockedTable = Table([blockedIdCol, blockedTitleCol, blockedProjectCol, blockedAgeCol, blockedReasonCol])
+blockedIdCol = Col("ID", ["AT-342", "BE-118", "EC-207", "FO-89"])
+blockedTitleCol = Col("Work Item", ["SSO integration — token refresh", "Analytics export — large datasets timeout", "Checkout — payment webhook retry", "Rate limiting — partner throttling"])
+blockedProjectCol = Col("Project", ["Atlas Platform", "Beacon Analytics", "Echo Commerce", "Forge API"])
+blockedAgeCol = Col("Blocked", ["6 days", "4 days", "9 days", "2 days"])
+blockedReasonCol = Col("Reason", ["Waiting on vendor", "Infra capacity", "Blocked by BE-118", "External dependency"])
+blockedCallout = Alert("Escalate EC-207 & AT-342", "Blocked 6+ days and on critical path for Aug 29 / Sep 15 deadlines.", "warning")
+footerActions = Card([footerHeader, footerButtonsRow], "sunk", "column", "s")
+footerHeader = CardHeader("Portfolio Actions", "Request staff, export or archive — covers items 11, 12, 13")
+footerButtonsRow = Card([requestStaffDialog, exportDialogBtn, archiveHelp], "clear", "row", "s", "center", "start")
+requestStaffDialog = DialogBlock("Request More People  →", "Request Additional Staff", "Submit a staffing request for a project that is over-utilized or at risk.", [staffForm], "primary")
+staffForm = Form("staff-request", staffFormButtons, [staffProjectField, staffRoleField, staffCountField, staffReasonField])
+staffProjectField = FormControl("Project needing support", staffProjectSelect)
+staffProjectSelect = Select("project", [spAtlas, spBeacon, spCrest, spDynamo, spEcho, spForge], "Select project")
+spAtlas = SelectItem("atlas", "Atlas Platform — Priya Desai")
+spBeacon = SelectItem("beacon", "Beacon Analytics — Marcus Chen (Red)")
+spCrest = SelectItem("crest", "Crest Mobile — Sofia Reyes")
+spDynamo = SelectItem("dynamo", "Dynamo Data Lake — James Okoro")
+spEcho = SelectItem("echo", "Echo Commerce — Aisha Khan (Red)")
+spForge = SelectItem("forge", "Forge API — David Park")
+staffRoleField = FormControl("Role / Skill needed", staffRoleSelect)
+staffRoleSelect = Select("role", [roleBE, roleFE, roleData, roleQA, roleDesign], "Select role")
+roleBE = SelectItem("backend", "Backend Engineer")
+roleFE = SelectItem("frontend", "Frontend / Mobile")
+roleData = SelectItem("data", "Data Engineer")
+roleQA = SelectItem("qa", "QA Engineer")
+roleDesign = SelectItem("design", "Product Design")
+staffCountField = FormControl("Headcount", staffCountInput, "FTE for next 6 weeks")
+staffCountInput = Input("headcount", "e.g. 2", "number")
+staffReasonField = FormControl("Justification", staffReasonInput, "Link to utilization or risk — e.g. Platform at 92%")
+staffReasonInput = TextArea("reason", "Why is this needed and what is the impact if not staffed?", 3)
+staffFormButtons = Buttons([submitStaffBtn, cancelStaffBtn])
+submitStaffBtn = Button("Submit Request", null, "primary")
+cancelStaffBtn = Button("Cancel", null, "tertiary")
+exportDialogBtn = DialogBlock("Export Options", "Export Portfolio Review", "Choose format for sharing with stakeholders. Covers item 12.", [exportOptions, exportActions], "secondary")
+exportOptions = TextContent("Exports include all tables, charts and the one-line health summary for the selected quarter (Q2 2026). Data is timestamped and watermarked.", "small")
+exportActions = Buttons([exportPdfBtn, exportCsvBtn])
+exportPdfBtn = Button("Download PDF")
+exportCsvBtn = Button("Download CSV", null, "secondary")
+archiveHelp = TextContent("Archive action is available in the top bar (Archive Finished Project). Archived projects are hidden from Active Projects but remain in budget history.", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-power__r1.txt
new file mode 100644
index 000000000..fda69d574
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-power__r1.txt
@@ -0,0 +1,121 @@
+root = Card([header, controlsRow, liveAlertsBanner, kpiRow, mainGrid, plantOutageRow, maintenanceAlertsRow, curtailmentSection], "clear", "column", "l")
+header = CardHeader("National Grid Operations Console", "Live — 14:42 UTC • System Frequency 50.02 Hz • SCADA Sync Active • Operator: J. Evans")
+controlsRow = Card([regionFocusPanel, curtailmentPanel], "sunk", "row", "m", "stretch", "between")
+regionFocusPanel = Card([regionHeading, regionDesc, regionForm], "card", "column", "s")
+regionHeading = Heading("10  •  Regional Focus", "h3")
+regionDesc = TextContent("Filter all KPIs, plants and outages to a single transmission region.", "small")
+regionForm = Form("region-focus", regionFormButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Applies to load, capacity, plants & outages")
+regionSelect = Select("region", [regAll, regNorth, regScotland, regMidlands, regSouthEast, regSouthWest], "All Regions (National)", null, "all")
+regAll = SelectItem("all", "All Regions — National View")
+regNorth = SelectItem("north", "North — Manchester / Leeds")
+regScotland = SelectItem("scotland", "Scotland — Central Belt & Highlands")
+regMidlands = SelectItem("midlands", "Midlands — Birmingham / Nottingham")
+regSouthEast = SelectItem("southeast", "South East — London / Kent")
+regSouthWest = SelectItem("southwest", "South West — Bristol / Cornwall")
+regionFormButtons = Buttons([regionApplyBtn, regionResetBtn], "row")
+regionApplyBtn = Button("Apply Focus", null, "primary")
+regionResetBtn = Button("Reset", null, "tertiary")
+curtailmentPanel = Card([curtailHeading, curtailDesc, curtailDialog, curtailHint], "card", "column", "s")
+curtailHeading = Heading("11  •  Curtailment Control", "h3")
+curtailDesc = TextContent("Issue a dispatch instruction to reduce generation or demand in a region.", "small")
+curtailDialog = DialogBlock("Order Curtailment", "Confirm Curtailment Order", "This sends a dispatch instruction to the selected region. Requires operator acknowledgement.", [curtailForm], "destructive")
+curtailForm = Form("curtailment-order", curtailFormButtons, [curtailTargetField, curtailMwField, curtailReasonField])
+curtailTargetField = FormControl("Target region", curtailTargetSelect)
+curtailTargetSelect = Select("curtail_region", [curtailOptNorth, curtailOptMidlands, curtailOptSE, curtailOptSW, curtailOptScot], "Select region")
+curtailOptNorth = SelectItem("north", "North")
+curtailOptMidlands = SelectItem("midlands", "Midlands")
+curtailOptSE = SelectItem("southeast", "South East")
+curtailOptSW = SelectItem("southwest", "South West")
+curtailOptScot = SelectItem("scotland", "Scotland")
+curtailMwField = FormControl("Curtailment volume (MW)", curtailMwInput, "Max 500 MW per instruction")
+curtailMwInput = Input("mw_amount", "e.g. 150", "number")
+curtailReasonField = FormControl("Reason code", curtailReasonSelect)
+curtailReasonSelect = Select("reason", [curtailReasonA, curtailReasonB, curtailReasonC], "Select reason")
+curtailReasonA = SelectItem("overload", "N-1 Overload Risk")
+curtailReasonB = SelectItem("frequency", "Frequency Response")
+curtailReasonC = SelectItem("constraint", "Thermal Constraint")
+curtailFormButtons = Buttons([curtailSubmitBtn, curtailCancelBtn], "row")
+curtailSubmitBtn = Button("Confirm & Send", null, "primary")
+curtailCancelBtn = Button("Cancel", null, "tertiary")
+curtailHint = TextContent("Last order: 12:18 UTC — 80 MW Wind curtailed in Scotland (Constraint) — Ack. by Control Room", "small")
+liveAlertsBanner = Card([alertsHeader, alert1, alert2, alert3], "card", "column", "s")
+alertsHeader = Heading("9  •  Live Alerts — Streaming", "h3")
+alert1 = Alert("14:39 — Frequency deviation", "South West wind ramp +420 MW in 10 min. Frequency 50.08 Hz. Automated response armed.", "warning")
+alert2 = Alert("14:31 — Plant trip", "Pembroke CCGT Unit 2 (360 MW) tripped — protection relay. Reserve dispatched.", "destructive")
+alert3 = Alert("14:27 — Constraint warning", "B6 Boundary flow 6,420 MW / 6,800 MW (94%). Curtailment may be required if wind rises.", "info")
+kpiRow = Card([loadStat, capacityStat, priceStat, emissionsStat], "clear", "row", "m", "stretch", "start")
+loadStat = Card([loadHeading, loadValue, loadSub, loadBadge], "card", "column", "s")
+loadHeading = TextContent("1  •  CURRENT LOAD", "small-heavy")
+loadValue = TextContent("42,850 MW", "large-heavy")
+loadSub = TextContent("Demand right now • +1.2% vs yesterday", "small")
+loadBadge = Badge("Peak today: 47,500 MW at 19:00 forecast", "secondary")
+capacityStat = Card([capacityHeading, capacityProgress, capacityText, capacityCallout], "card", "column", "s")
+capacityHeading = TextContent("2  •  CAPACITY HEADROOM", "small-heavy")
+capacityProgress = Progress(79, "79.4% of 54,000 MW utilized")
+capacityText = TextContent("11,150 MW remaining • Margin: Adequate", "small")
+capacityCallout = TextCallout("warning", "Nearing amber threshold", "At 85% automated warnings trigger. B6 boundary is limiting factor.")
+priceStat = Card([priceHeading, priceValue, priceSub, priceBadge], "card", "column", "s")
+priceHeading = TextContent("7  •  SYSTEM PRICE", "small-heavy")
+priceValue = TextContent("£128.40 / MWh", "large-heavy")
+priceSub = TextContent("System Buy Price (SBP) • Settlement 28", "small")
+priceBadge = Badge("▲ £6.20 (+5.1%) vs 1h ago", "outline")
+emissionsStat = Card([emissionsHeading, emissionsValue, emissionsSub, emissionsProgress], "card", "column", "s")
+emissionsHeading = TextContent("12  •  EMISSIONS TODAY", "small-heavy")
+emissionsValue = TextContent("18,420 tCO₂", "large-heavy")
+emissionsSub = TextContent("Carbon intensity: 212 gCO₂/kWh • Daily budget 28,000 t", "small")
+emissionsProgress = Progress(66, "66% of daily carbon budget used")
+mainGrid = Card([generationPanel, forecastPanel], "clear", "row", "m", "stretch", "start")
+generationPanel = Card([genHeader, genChart, genTable], "card", "column", "m")
+genHeader = CardHeader("3  •  Generation Split by Source", "Total 42,850 MW — 14:40 snapshot")
+genChart = PieChart(["Gas CCGT", "Wind", "Nuclear", "Solar", "Hydro", "Imports", "Biomass"], [16283, 11570, 6428, 3428, 2143, 1714, 1284], "donut", "circular")
+genTable = Table([genSourceCol, genMwCol, genPctCol])
+genSourceCol = Col("Source", ["Gas CCGT", "Wind", "Nuclear", "Solar", "Hydro", "Imports", "Biomass"])
+genMwCol = Col("Output", ["16,283 MW", "11,570 MW", "6,428 MW", "3,428 MW", "2,143 MW", "1,714 MW", "1,284 MW"])
+genPctCol = Col("Share", ["38.0%", "27.0%", "15.0%", "8.0%", "5.0%", "4.0%", "3.0%"])
+forecastPanel = Card([forecastHeader, forecastChart, forecastCallout], "card", "column", "m")
+forecastHeader = CardHeader("6  •  Demand Forecast — Next 24 Hours", "National demand • Weather-corrected • Updated 14:30")
+forecastChart = AreaChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00"], [forecastSeries, capacitySeries], "natural", "Hour", "MW")
+forecastSeries = Series("Forecast Demand", [42850, 44500, 47500, 45200, 41200, 38500, 36800, 37200, 41800, 46200, 45800, 44800])
+capacitySeries = Series("Firm Capacity", [54000, 54000, 54000, 54000, 54000, 54000, 54000, 54000, 54000, 54000, 54000, 54000])
+forecastCallout = TextCallout("info", "Evening peak 47.5 GW at 19:00", "2.1 GW above current load. 6.5 GW headroom remains. Wind drop expected 18:00-20:00.")
+plantOutageRow = Card([plantPanel, outagePanel], "clear", "row", "m", "stretch", "start")
+plantPanel = Card([plantHeader, plantTable], "card", "column", "m")
+plantHeader = CardHeader("4  •  Plants — Output & Status", "8 major units • Filtered by region focus")
+plantTable = Table([plantNameCol, plantSourceCol, plantOutputCol, plantCapCol, plantStatusCol, plantRegionCol])
+plantNameCol = Col("Plant", ["Hinkley Point B", "Hornsea 2 Wind", "Pembroke CCGT", "Drax Biomass U3", "Cruachan Hydro", "Severn Solar Farm", "Grain CCGT", "Beatrice Offshore"])
+plantSourceCol = Col("Source", ["Nuclear", "Wind", "Gas", "Biomass", "Hydro", "Solar", "Gas", "Wind"])
+plantOutputCol = Col("Output", ["1,220 MW", "1,380 MW", "680 MW", "645 MW", "380 MW", "210 MW", "720 MW", "588 MW"])
+plantCapCol = Col("Capacity", ["1,320 MW", "1,386 MW", "1,400 MW", "660 MW", "440 MW", "350 MW", "1,275 MW", "588 MW"])
+plantStatusCol = Col("Status", ["Online", "Online", "Partial / Trip", "Online", "Online — Pumped", "Online", "Online", "Curtailed"])
+plantRegionCol = Col("Region", ["South West", "North", "South West", "North", "Scotland", "South East", "South East", "Scotland"])
+outagePanel = Card([outageHeader, outageTable, outageCallout], "card", "column", "m")
+outageHeader = CardHeader("5  •  Active Outages by Region", "3 unplanned + 1 planned • Impact 1,140 MW")
+outageTable = Table([outageAssetCol, outageRegionCol, outageTypeCol, outageSinceCol, outageEtaCol, outageImpactCol])
+outageAssetCol = Col("Asset", ["Pembroke U2", "B6 Boundary Circuit", "Hornsea Export Cable A"])
+outageRegionCol = Col("Affected Region", ["South West", "North / Scotland", "North"])
+outageTypeCol = Col("Type", ["Forced — Trip", "Forced — Overload", "Forced — Fault"])
+outageSinceCol = Col("Since", ["14:31 today", "13:05 today", "06:40 today"])
+outageEtaCol = Col("Est. Restore", ["18:00 today", "16:30 today", "Tomorrow 08:00"])
+outageImpactCol = Col("Impact", ["360 MW", "400 MW derating", "380 MW"])
+outageCallout = Callout("warning", "B6 constraint active", "Flows rerouted via East Coast. Scotland wind curtailment risk high until circuit restored.")
+maintenanceAlertsRow = Card([maintenancePanel, emissionsDetailPanel], "clear", "row", "m", "stretch", "start")
+maintenancePanel = Card([maintenanceHeader, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("8  •  Maintenance Planned — August", "4 scheduled works • No conflicts with peak")
+maintenanceTable = Table([maintDateCol, maintAssetCol, maintRegionCol, maintWorkCol, maintStatusCol])
+maintDateCol = Col("Date", ["18 Aug", "21-22 Aug", "25 Aug", "28-29 Aug"])
+maintAssetCol = Col("Asset", ["Sizewell B", "Interconnector IFA2", "Dinorwig Hydro U2", "London Grid — City Road"])
+maintRegionCol = Col("Region", ["South East", "South East", "North Wales", "South East"])
+maintWorkCol = Col("Work", ["Refuelling outage", "Bi-annual inspection", "Turbine overhaul", "Transformer replacement"])
+maintStatusCol = Col("Status", ["Confirmed", "Confirmed", "Pending approval", "Confirmed"])
+emissionsDetailPanel = Card([emissionsDetailHeader, emissionsChart, emissionsCallout], "card", "column", "m")
+emissionsDetailHeader = CardHeader("12  •  Emissions Detail Today", "Cumulative since 00:00 • 18,420 tCO₂")
+emissionsChart = SingleStackedBarChart(["Gas", "Biomass", "Imports", "Other"], [12400, 2800, 2100, 1120])
+emissionsCallout = TextCallout("neutral", "Intensity dropping", "Wind share rising from 22% to 27% since 10:00 has cut intensity from 245 to 212 g/kWh.")
+curtailmentSection = Card([curtailSectionHeader, curtailSectionDesc, curtailQuickButtons], "card", "column", "s")
+curtailSectionHeader = Heading("Quick Curtailment Presets", "h3")
+curtailSectionDesc = TextContent("One-click dispatch for common constraint actions — opens confirmation dialog with pre-filled values.", "small")
+curtailQuickButtons = Buttons([curtail50Btn, curtail100Btn, curtail200Btn], "row")
+curtail50Btn = Button("Curtail 50 MW Wind — Scotland", null, "secondary")
+curtail100Btn = Button("Curtail 100 MW — North", null, "secondary")
+curtail200Btn = Button("Emergency 200 MW — B6", null, "destructive")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-power__r2.txt
new file mode 100644
index 000000000..ce42603ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-power__r2.txt
@@ -0,0 +1,136 @@
+root = Card([header, regionBar, kpiGrid, secondRow, chartsRow, plantsSection, outagesSection, maintSection, curtailSection, footerNote])
+header = CardHeader("National Grid Operations Console", "Live SCADA • 18 Aug 2026 14:32 UTC • Auto-refresh 5s • Operator: J. Chen (Shift Lead)")
+regionBar = Card([regionForm, priceTicker], "sunk", "row", "m", "center", "between", true)
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region — filters all panels below", regionSelect, "Select a region to isolate load, plants and outages")
+regionSelect = Select("region", [regAll, regNorth, regSouth, regEast, regWest, regCentral], "All regions", null, "all", "medium")
+regAll = SelectItem("all", "All Regions — National View")
+regNorth = SelectItem("north", "North — Industrial Zone")
+regSouth = SelectItem("south", "South — Coastal Grid")
+regEast = SelectItem("east", "East — Metro Corridor")
+regWest = SelectItem("west", "West — Wind Belt")
+regCentral = SelectItem("central", "Central — Capital District")
+regionButtons = Buttons([applyRegionBtn, clearRegionBtn])
+applyRegionBtn = Button("Apply Focus", null, "primary")
+clearRegionBtn = Button("Reset", null, "secondary")
+priceTicker = Card([priceTickerLabel, priceTickerValue, priceTickerBadge], "card", "column", "xs", "center", "center")
+priceTickerLabel = TextContent("Current Price per MWh", "small")
+priceTickerValue = TextContent("$87.40 / MWh", "large-heavy")
+priceTickerBadge = Badge("▲ $1.95 vs 1h ago • Peak $112.00", "warning")
+kpiGrid = Card([loadCard, capacityCard, spotPriceCard, emissionsCard], "clear", "row", "m", "stretch", "between", true)
+loadCard = Card([loadTitle, loadValue, loadSub, loadSeparator, loadMeta], "card", "column", "s")
+loadTitle = TextContent("1 — Current Load", "small-heavy")
+loadValue = TextContent("42,850 MW", "large-heavy")
+loadSub = TextContent("Demand right now • +1.2 GW vs yesterday", "small")
+loadSeparator = Separator("horizontal", true)
+loadMeta = TextContent("Peak today 45.1 GW at 13:00 • Valley 28.5 GW at 04:00", "small")
+capacityCard = Card([capTitle, capProgress, capHeadroom, capCallout], "card", "column", "s")
+capTitle = TextContent("2 — Capacity Headroom", "small-heavy")
+capProgress = Progress(79, "79.4% of 54,000 MW firm capacity")
+capHeadroom = TextContent("Headroom 11,150 MW • Reserve margin 20.6%", "small")
+capCallout = Callout("warning", "Moderate stress", "North corridor above 88% — consider re-dispatch if load >46 GW")
+spotPriceCard = Card([spotTitle, spotValue, spotSub, spotTable], "card", "column", "s")
+spotTitle = TextContent("7 — Spot Price", "small-heavy")
+spotValue = TextContent("$87.40 / MWh", "large-heavy")
+spotSub = TextContent("System marginal price • N2EX + Balancing", "small")
+spotTable = Table([priceMetricCol, priceValueCol])
+priceMetricCol = Col("Metric", ["Day avg", "Peak (13:00)", "Off-peak"])
+priceValueCol = Col("Price", ["$81.20", "$112.00", "$62.10"])
+emissionsCard = Card([emTitle, emValue, emSub, emProgress], "card", "column", "s")
+emTitle = TextContent("12 — Emissions Today", "small-heavy")
+emValue = TextContent("12,430 tCO₂", "large-heavy")
+emSub = TextContent("Intensity 290 g/kWh • −5.1% vs yesterday (13,100 t)", "small")
+emProgress = Progress(58, "58% of daily carbon budget (21,500 t)")
+secondRow = Card([alertsCard, capacityDetailCard], "clear", "row", "m", "stretch", "between", true)
+alertsCard = Card([alertsHeader, alertsList, alertsFooter], "card", "column", "s")
+alertsHeader = CardHeader("9 — Live Alerts", "Streaming • Last 6 minutes • Auto-dismiss 30s")
+alertsList = ListBlock([alert1, alert2, alert3, alert4], "number")
+alert1 = ListItem("14:29 — Frequency dip 49.82 Hz", "West wind ramp −420 MW in 5 min • Response: Dinorwig standby armed", null, "Ack")
+alert2 = ListItem("14:27 — Line overload N-S 400kV L3", "Loading 96% (1,420 MW / 1,480 MW) • North region • Action required", null, "View")
+alert3 = ListItem("14:26 — Plant derated: Grain CCGT", "Output capped 1,320 MW (was 1,650 MW) • Gas pressure low • East", null, "Details")
+alert4 = ListItem("14:24 — Forced outage: West Collector 3", "210 MW wind offline • ETA restore 18:00 • Maintenance crew dispatched", null, "Track")
+alertsFooter = TextContent("4 active • 12 acknowledged today • Audible alarm: ON", "small")
+capacityDetailCard = Card([capDetailHeader, capRegionChart, capDetailText], "card", "column", "s")
+capDetailHeader = CardHeader("2 — Capacity by Region", "Firm capacity vs current load")
+capRegionChart = HorizontalBarChart(["North", "South", "East", "West", "Central"], [capLoadSeries, capAvailSeries], "stacked", "MW", "Region")
+capLoadSeries = Series("Load", [9850, 8200, 9100, 7800, 7900])
+capAvailSeries = Series("Headroom", [2150, 2800, 1900, 2450, 1850])
+capDetailText = TextContent("North closest to limit (82% utilized). West has most headroom due to wind curtailment overnight.", "small")
+chartsRow = Card([genCard, forecastCard], "clear", "row", "m", "stretch", "between", true)
+genCard = Card([genHeader, genDonut, genTable], "card", "column", "s")
+genHeader = CardHeader("3 — Generation Split", "Current output 42,850 MW • 14:30 snapshot")
+genDonut = PieChart(["Gas", "Wind", "Solar", "Nuclear", "Hydro", "Coal / Other"], [13700, 12000, 7700, 6000, 2150, 1300], "donut", "circular")
+genTable = Table([genSourceCol, genMwCol, genShareCol])
+genSourceCol = Col("Source", ["Gas CCGT", "Wind", "Solar", "Nuclear", "Hydro", "Coal/Reserve"])
+genMwCol = Col("MW", ["13,700", "12,000", "7,700", "6,000", "2,150", "1,300"])
+genShareCol = Col("Share", ["32.0%", "28.0%", "18.0%", "14.0%", "5.0%", "3.0%"])
+forecastCard = Card([forecastHeader, forecastChart, forecastCallout], "card", "column", "s")
+forecastHeader = CardHeader("6 — Demand Forecast — Next 24 Hours", "Forecast vs SCADA actual • Updated 14:00 • All values MW")
+forecastChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [forecastSeries, actualSeries], "natural", "Time", "MW")
+forecastSeries = Series("Forecast", [32000, 29500, 28500, 31000, 38500, 42800, 44500, 44200, 43800, 45200, 44800, 39500])
+actualSeries = Series("Actual", [32200, 29800, 28700, 31200, 38100, 42500, 44100, 42850, null, null, null, null])
+forecastCallout = Callout("info", "Evening peak forecast 45.2 GW at 18:00", "Reserve requirement 2,800 MW • If wind drops, trigger curtailment workflow below")
+plantsSection = Card([plantsHeader, plantsTable], "card", "column", "s")
+plantsHeader = CardHeader("4 — Plants — Output & Status", "8 major units • Click status for details • Filtered by region focus")
+plantsTable = Table([plantNameCol, plantRegionCol, plantSourceCol, plantOutputCol, plantCapCol, plantStatusCol])
+plantNameCol = Col("Plant", ["Hornsea Wind Farm", "Drax Unit 3", "Hinkley Point C", "Grain CCGT", "Dinorwig Hydro", "West Burton B", "Severn Solar Cluster", "Cottam Reserve"])
+plantRegionCol = Col("Region", ["West", "North", "South", "East", "West", "Central", "South", "Central"])
+plantSourceCol = Col("Source", ["Wind", "Biomass/Gas", "Nuclear", "Gas", "Hydro", "Gas", "Solar", "Coal"])
+plantOutputCol = Col("Output MW", ["1,420", "1,980", "1,620", "1,320", "420", "1,300", "890", "0"])
+plantCapCol = Col("Capacity MW", ["1,800", "2,000", "1,632", "1,650", "1,728", "1,333", "1,200", "2,000"])
+plantStatusCol = Col("Status", ["Online", "Online", "Online", "Derated", "Standby", "Online", "Online", "Offline"])
+outagesSection = Card([outagesHeader, outagesTable, outagesCallout], "card", "column", "s")
+outagesHeader = CardHeader("5 — Outages — Affected Region", "4 active outages • Impact on transfer capacity")
+outagesTable = Table([outIdCol, outAssetCol, outRegionCol, outImpactCol, outSinceCol, outEtaCol, outStatusCol])
+outIdCol = Col("Outage ID", ["OG-2026-184", "OG-2026-183", "OG-2026-182", "OG-2026-181"])
+outAssetCol = Col("Asset", ["North Interconnector L1", "Severn Estuary Substation", "East Metro Feeder 7B", "West Wind Collector 3"])
+outRegionCol = Col("Region", ["North", "South", "East", "West"])
+outImpactCol = Col("Lost MW", ["850", "320", "150", "210"])
+outSinceCol = Col("Since", ["14:05", "09:20", "12:48", "14:24"])
+outEtaCol = Col("ETA Restore", ["18:30", "17:00", "15:30", "18:00"])
+outStatusCol = Col("Status", ["Forced", "Planned", "Forced", "Maintenance"])
+outagesCallout = Alert("North Interconnector limits imports", "850 MW import curtailed — North headroom reduced to 2,150 MW. Re-route via Central if load exceeds 44 GW.", "warning")
+maintSection = Card([maintHeader, maintTable, maintProgress], "card", "column", "s")
+maintHeader = CardHeader("8 — Maintenance Planned This Month", "August 2026 • 5 jobs • Coordinated outages excluded from capacity")
+maintTable = Table([maintTaskCol, maintRegionCol, maintWindowCol, maintStateCol])
+maintTaskCol = Col("Task", ["Turbine inspection Hornsea 2", "Transformer test Hinkley", "Line patrol N-S 400kV", "Inverter swap Severn Solar", "Hydro gate test Dinorwig"])
+maintRegionCol = Col("Region", ["West", "South", "Central", "South", "West"])
+maintWindowCol = Col("Window", ["20–22 Aug", "24 Aug 02:00–06:00", "19 Aug 08:00–16:00", "26–27 Aug", "28 Aug 10:00–14:00"])
+maintStateCol = Col("State", ["Scheduled", "Scheduled", "In Progress", "Scheduled", "Pending Approval"])
+maintProgress = Progress(20, "1 of 5 jobs in progress this week")
+curtailSection = Card([curtailHeader, curtailForm, curtailHint], "card", "column", "s")
+curtailHeader = CardHeader("11 — Order Curtailment", "Issue dispatch instruction • Requires confirmation • Logs to audit trail")
+curtailForm = Form("curtail-order", curtailButtons, [curtRegionField, curtPlantField, curtMwField, curtReasonField, curtDurationField])
+curtRegionField = FormControl("Target region", curtRegionSelect)
+curtRegionSelect = Select("curtail_region", [cregNorth, cregSouth, cregEast, cregWest, cregCentral], "Choose region", null, "north")
+cregNorth = SelectItem("north", "North — Industrial")
+cregSouth = SelectItem("south", "South — Coastal")
+cregEast = SelectItem("east", "East — Metro")
+cregWest = SelectItem("west", "West — Wind Belt")
+cregCentral = SelectItem("central", "Central — Capital")
+curtPlantField = FormControl("Plant / Feeder", curtPlantSelect)
+curtPlantSelect = Select("curtail_plant", [cplantHornsea, cplantGrain, cplantSevern, cplantWestB, cplantDinorwig], "Select asset to curtail")
+cplantHornsea = SelectItem("hornsea", "Hornsea Wind Farm (1,420 MW)")
+cplantGrain = SelectItem("grain", "Grain CCGT (1,320 MW)")
+cplantSevern = SelectItem("severn", "Severn Solar Cluster (890 MW)")
+cplantWestB = SelectItem("westburton", "West Burton B (1,300 MW)")
+cplantDinorwig = SelectItem("dinorwig", "Dinorwig Hydro (420 MW)")
+curtMwField = FormControl("Curtailment amount (MW)", curtSlider, "Max 1,500 MW per instruction • Will reduce load on constrained corridor")
+curtSlider = Slider("curtail_mw", "discrete", 0, 1500, 50, [300], "MW")
+curtReasonField = FormControl("Reason code", curtReasonSelect)
+curtReasonSelect = Select("reason", [reasonOverload, reasonFrequency, reasonMaintenance, reasonMarket], "Select reason")
+reasonOverload = SelectItem("overload", "Thermal overload — line protection")
+reasonFrequency = SelectItem("frequency", "Frequency response — low inertia")
+reasonMaintenance = SelectItem("maintenance", "Enable maintenance window")
+reasonMarket = SelectItem("market", "Market / price constraint")
+curtDurationField = FormControl("Duration", curtDurationSelect)
+curtDurationSelect = Select("duration", [dur30, dur60, dur120, dur240], "How long", null, "60")
+dur30 = SelectItem("30", "30 minutes")
+dur60 = SelectItem("60", "60 minutes")
+dur120 = SelectItem("120", "2 hours")
+dur240 = SelectItem("240", "4 hours")
+curtailButtons = Buttons([sendCurtailBtn, simulateBtn])
+sendCurtailBtn = Button("Order Curtailment — Confirm", null, "primary")
+simulateBtn = Button("Simulate Impact", null, "secondary")
+curtailHint = TextContent("Simulation shows: Curtailing 300 MW West wind reduces N-S loading from 96% → 84% • Re-dispatch cost ~$26k. Requires second operator approval.", "small")
+footerNote = TextContent("All data SCADA live • Prices N2EX • Emissions calculated from fuel mix • Region focus and curtailment actions are audited. Use drawer for full event log.", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-power__r3.txt
new file mode 100644
index 000000000..428c18287
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-power__r3.txt
@@ -0,0 +1,91 @@
+root = Card([header, liveCallout, regionForm, kpiHeading, loadText, capacityProgress, capacityCallout, priceEmissionsHeading, priceText, emissionsText, priceDetailTable, generationHeading, generationPie, generationTags, forecastHeading, forecastChart, plantsHeading, plantsTable, outagesHeading, outageTable, maintenanceHeading, maintenanceList, alertsHeading, alert1, alert2, alert3, alertsList, curtailmentHeading, curtailmentForm, footerText, followUpBlock], "card", "column", "l")
+header = CardHeader("National Grid Operations Console", "2026-08-18 14:32 UTC • SCADA Live • Frequency 50.02 Hz • N-1 Secure • Auto-refresh 5s")
+liveCallout = Callout("warning", "Live System State: STRESSED", "Load rising toward evening peak. 3 active alerts. Reserve margin 12,150 MW.")
+regionForm = Form("region-focus", regionFormButtons, [regionField])
+regionField = FormControl("10 — Focus on one region", regionSelect, "Filters load, plants, outages and forecast to selected zone")
+regionSelect = Select("region", [regAll, regNorth, regCentral, regSouth, regWest, regEast], "All regions — National view")
+regAll = SelectItem("all", "All Regions (National)")
+regNorth = SelectItem("north", "North — 12.4 GW demand")
+regCentral = SelectItem("central", "Central — 15.1 GW demand")
+regSouth = SelectItem("south", "South — 9.8 GW demand")
+regWest = SelectItem("west", "West — 3.9 GW demand")
+regEast = SelectItem("east", "East — 1.6 GW demand")
+regionFormButtons = Buttons([regionApplyBtn, regionResetBtn], "row")
+regionApplyBtn = Button("Apply Region Filter", null, "primary")
+regionResetBtn = Button("Reset to National", null, "secondary")
+kpiHeading = Heading("1 & 2 — Current Load & Capacity Headroom", "h3")
+loadText = TextContent("**Current Load: 42,850 MW**  •  Peak today 44,100 MW at 13:00  •  Overnight low 33,500 MW  •  Net imports 900 MW", "large-heavy")
+capacityProgress = Progress(78, "78% of 55,000 MW firm capacity — 12,150 MW headroom remaining")
+capacityCallout = TextCallout("warning", "78% Utilization — Approaching 80% Amber Threshold", "Reserve dispatch armed at 85% (46,750 MW). Automatic load shedding plan at 92% (50,600 MW). Inertia 142 GWs.")
+priceEmissionsHeading = Heading("7 & 12 — Market Price & Emissions Today", "h3")
+priceText = TextContent("**Current Price: $68.40 / MWh**  ▲ $2.10 in last hour  •  Day-ahead avg $64.20  •  System marginal plant: Gas CCGT (Humber)", "large-heavy")
+emissionsText = TextContent("**Emissions Today: 18,420 tCO₂**  •  Intensity 0.43 t/MWh  •  ▼ 4.2% vs yesterday  •  Carbon price $42.10/t  •  Daily budget 22,000 t", "default")
+priceDetailTable = Table([priceDetailMetricCol, priceDetailValueCol])
+priceDetailMetricCol = Col("Metric", ["Spot Price (MWh)", "24h High / Low", "Reserve Scarcity Adder", "Emissions Intensity"])
+priceDetailValueCol = Col("Value", ["$68.40", "$71.20 / $48.10", "+$4.20", "0.43 tCO₂/MWh"])
+generationHeading = Heading("3 — Generation Split by Source (42,850 MW dispatched)", "h3")
+generationPie = PieChart(["Gas CCGT", "Wind", "Solar", "Nuclear", "Hydro", "Coal", "Imports"], [14850, 11200, 6200, 7800, 2100, 1800, 900], "donut", "circular")
+generationTags = TagBlock(["Gas 34.7% — 14,850 MW", "Wind 26.1% — 11,200 MW", "Nuclear 18.2% — 7,800 MW", "Solar 14.5% — 6,200 MW", "Hydro 4.9% — 2,100 MW", "Coal 4.2% — 1,800 MW"])
+forecastHeading = Heading("6 — Demand Forecast Next 24 Hours", "h3")
+forecastChart = AreaChart(["14:00", "16:00", "18:00", "20:00", "22:00", "00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00"], [forecastSeries, availableSeries], "natural", "Hour", "MW")
+forecastSeries = Series("Forecast Demand", [42850, 44200, 46800, 45500, 41200, 36800, 34200, 33500, 35800, 40200, 43500, 44800])
+availableSeries = Series("Available Generation", [44800, 45200, 47100, 46800, 43500, 40200, 38500, 38200, 39800, 42800, 45200, 46500])
+plantsHeading = Heading("4 — Each Plant: Output & Status", "h3")
+plantsTable = Table([plantNameCol, plantSourceCol, plantOutputCol, plantCapCol, plantStatusCol, plantRegionCol])
+plantNameCol = Col("Plant", ["Hinkley Point B", "Humber CCGT", "Hornsea Wind", "Galloway Hydro", "Drax Unit 3", "Teesside Solar Farm", "Severn Imports"])
+plantSourceCol = Col("Source", ["Nuclear", "Gas", "Wind", "Hydro", "Biomass/Coal", "Solar", "Import"])
+plantOutputCol = Col("Output (MW)", ["1,320", "1,850", "1,420", "380", "620", "210", "900"])
+plantCapCol = Col("Capacity (MW)", ["1,320", "2,100", "1,800", "450", "660", "800", "1,000"])
+plantStatusCol = Col("Status", ["Online", "Online — Ramping", "Online — Curtailed 21%", "Online", "Offline — Trip", "Online", "Online"])
+plantRegionCol = Col("Region", ["South", "Central", "North", "West", "Central", "South", "East"])
+outagesHeading = Heading("5 — Outages with Affected Region", "h3")
+outageTable = Table([outageAssetCol, outageRegionCol, outageTypeCol, outageSinceCol, outageEtaCol])
+outageAssetCol = Col("Asset", ["Drax Unit 3 — Boiler tube leak", "132kV Line N-Central 4", "Hornsea Array C — Cable fault"])
+outageRegionCol = Col("Affected Region", ["Central (Yorkshire)", "North (Cumbria)", "North (Offshore)"])
+outageTypeCol = Col("Type", ["Unplanned — Forced", "Planned — Maintenance", "Unplanned — Degraded"])
+outageSinceCol = Col("Since", ["Today 11:42", "Today 06:00", "Yesterday 22:15"])
+outageEtaCol = Col("ETA Restore", ["18:00 Today", "16:00 Tomorrow", "48-72h"])
+maintenanceHeading = Heading("8 — Maintenance Planned This Month", "h3")
+maintenanceList = ListBlock([mItem1, mItem2, mItem3, mItem4, mItem5], "number")
+mItem1 = ListItem("Hinkley Point B — Refuelling outage", "Aug 22-29 • South • 1,320 MW offline • N-1 cover via Humber + Imports")
+mItem2 = ListItem("North Grid — 400kV Substation upgrade", "Aug 25-27 • North • No customer impact • Transfer to 132kV")
+mItem3 = ListItem("Galloway Hydro — Turbine inspection", "Aug 19-20 • West • 450 MW derated to 200 MW")
+mItem4 = ListItem("Teesside Solar — Inverter replacement", "Aug 30 • South • 400 MW offline 06:00-14:00")
+mItem5 = ListItem("Interconnector IFA2 — Testing", "Aug 21 • East • Import cap 500 MW during test")
+alertsHeading = Heading("9 — Live Alerts As They Arrive", "h3")
+alert1 = Alert("CRITICAL — Plant Trip", "Drax Unit 3 tripped 11:42 — 620 MW lost. Frequency dipped to 49.82 Hz, recovered. Reserve deployed.", "destructive")
+alert2 = Alert("WARNING — Line Overload", "132kV N-Central 4 at 97% rating (North). Re-dispatch wind from Hornsea recommended.", "warning")
+alert3 = Alert("INFO — Frequency Deviation", "System frequency 50.02 Hz nominal. Inertia low 142 GWs — wind high, synchronous low.", "info")
+alertsList = ListBlock([aItem1, aItem2, aItem3], "number")
+aItem1 = ListItem("11:42:18 — Drax Trip — Central", "Auto-alert • Acknowledged by Operator J.Chen • Reserve +620 MW from Humber")
+aItem2 = ListItem("11:38:05 — Wind curtailment Hornsea", "System auto-curtailed 380 MW to manage North constraint • Awaiting order")
+aItem3 = ListItem("11:15:33 — Demand spike Central", "+420 MW in 15min • Forecast updated • Price +$2.10")
+curtailmentHeading = Heading("11 — Order Curtailment", "h3")
+curtailmentForm = Form("curtailment-order", curtailFormButtons, [curtailPlantField, curtailMwField, curtailReasonField, curtailDurationField])
+curtailPlantField = FormControl("Plant / Source to curtail", curtailPlantSelect, "Select asset — command sent to SCADA after confirmation")
+curtailPlantSelect = Select("plant", [cp1, cp2, cp3, cp4, cp5], "Choose plant")
+cp1 = SelectItem("hornsea", "Hornsea Wind — 1,420 MW (North)")
+cp2 = SelectItem("humber", "Humber CCGT — 1,850 MW (Central)")
+cp3 = SelectItem("teesside", "Teesside Solar — 210 MW (South)")
+cp4 = SelectItem("drax", "Drax Unit 3 — 0 MW (Central — already offline)")
+cp5 = SelectItem("imports", "Severn Imports — 900 MW (East)")
+curtailMwField = FormControl("Curtailment amount (MW)", curtailMwInput, "0–500 MW per order, max 1,000 MW with supervisor approval")
+curtailMwInput = Input("mw_amount", "e.g. 150", "number")
+curtailReasonField = FormControl("Reason code", curtailReasonSelect)
+curtailReasonSelect = Select("reason", [cr1, cr2, cr3], "Select reason")
+cr1 = SelectItem("constraint", "Network constraint")
+cr2 = SelectItem("oversupply", "Oversupply / Negative price")
+cr3 = SelectItem("frequency", "Frequency / Inertia management")
+curtailDurationField = FormControl("Duration", curtailDurationSelect)
+curtailDurationSelect = Select("duration", [cd1, cd2, cd3], "Select duration")
+cd1 = SelectItem("30m", "30 minutes")
+cd2 = SelectItem("2h", "2 hours")
+cd3 = SelectItem("until_cancel", "Until cancelled")
+curtailFormButtons = Buttons([curtailBtn, curtailCancelBtn], "row")
+curtailBtn = Button("Issue Curtailment Order", null, "primary")
+curtailCancelBtn = Button("Cancel", null, "tertiary")
+footerText = TextContent("Console tip: Use region filter (10) to isolate a zone, then issue curtailment (11). All actions are logged and require second-operator confirmation for >250 MW.", "small")
+followUpBlock = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show North region constraints in detail")
+followUp2 = FollowUpItem("Export today's generation and emissions CSV")
+followUp3 = FollowUpItem("Simulate 500 MW wind curtailment impact")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-power__r4.txt
new file mode 100644
index 000000000..f601c90a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-power__r4.txt
@@ -0,0 +1,137 @@
+root = Card([header, regionBar, kpiRow, capacityStrip, genForecastRow, plantsCard, outagesMaintRow, alertsCard, curtailmentCard, footerNote], "clear", "column", "l")
+header = CardHeader("National Grid Operations Console", "Live system status — 18 Aug 2026  14:32:07 UTC  •  Shift B  •  Frequency 50.02 Hz")
+regionBar = Card([regionHeader, regionFormRow, regionTags], "sunk", "column", "s")
+regionHeader = CardHeader("10 — Region Focus", "Filter all panels below to a single control zone")
+regionFormRow = Card([regionForm, regionQuickButtons], "clear", "row", "m", "end", "between", true)
+regionForm = Form("region-focus", regionFormButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Applies to load, generation, plants, outages & forecast")
+regionSelect = Select("region", [rAll, rNorth, rCentral, rSouth, rWest, rEast], "All regions", null, "all", "medium")
+rAll = SelectItem("all", "All Regions — National")
+rNorth = SelectItem("north", "North Zone")
+rCentral = SelectItem("central", "Central Zone")
+rSouth = SelectItem("south", "South Zone")
+rWest = SelectItem("west", "West Zone")
+rEast = SelectItem("east", "East Zone")
+regionFormButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply Focus", null, "primary")
+regionQuickButtons = Buttons([btnAll, btnNorth, btnSouth, btnWest])
+btnAll = Button("All", null, "secondary")
+btnNorth = Button("North", null, "tertiary")
+btnSouth = Button("South", null, "tertiary")
+btnWest = Button("West", null, "tertiary")
+regionTags = TagBlock(["National view active", "5 zones", "Auto-refresh: 5s"])
+kpiRow = Card([kpiLoadCard, kpiCapacityCard, kpiPriceCard, kpiEmissionsCard], "clear", "row", "m", "stretch", "between", true)
+kpiLoadCard = Card([kpiLoadLabel, kpiLoadValue, kpiLoadSub, kpiLoadBadge], "card", "column", "s")
+kpiLoadLabel = TextContent("1 — CURRENT LOAD", "small-heavy")
+kpiLoadValue = Heading("42,850 MW", "h1")
+kpiLoadSub = TextContent("System demand • Updated 14:32:07 UTC", "small")
+kpiLoadBadge = Badge("↑ 1.2% vs 5 min ago", "secondary")
+kpiCapacityCard = Card([kpiCapLabel, kpiCapProgress, kpiCapNumbers, kpiCapBadge], "card", "column", "s")
+kpiCapLabel = TextContent("2 — CAPACITY HEADROOM", "small-heavy")
+kpiCapProgress = Progress(68.6, "68.6% of 62,500 MW utilized")
+kpiCapNumbers = TextContent("Headroom: 19,650 MW  •  Reserve: 2,400 MW", "small")
+kpiCapBadge = Badge("Margin: SAFE", "secondary")
+kpiPriceCard = Card([kpiPriceLabel, kpiPriceValue, kpiPriceSub, kpiPriceTrend], "card", "column", "s")
+kpiPriceLabel = TextContent("7 — CURRENT PRICE", "small-heavy")
+kpiPriceValue = Heading("$84.20 / MWh", "h1")
+kpiPriceSub = TextContent("System marginal price • Settlement period 29", "small")
+kpiPriceTrend = Badge("▲ $3.10 (3.8%)", "outline")
+kpiEmissionsCard = Card([kpiEmLabel, kpiEmValue, kpiEmSub, kpiEmBadge], "card", "column", "s")
+kpiEmLabel = TextContent("12 — EMISSIONS TODAY", "small-heavy")
+kpiEmValue = Heading("18,420 tCO₂", "h1")
+kpiEmSub = TextContent("Cumulative since 00:00 • Avg 432 g/kWh", "small")
+kpiEmBadge = Badge("↓ 6.4% vs yesterday", "secondary")
+capacityStrip = Card([capacityHeader, capacityBar, capacityDetail], "card", "column", "s")
+capacityHeader = TextContent("Network capacity utilization — how close to limit", "small-heavy")
+capacityBar = SingleStackedBarChart(["Utilized", "Headroom", "Reserve"], [42850, 17250, 2400])
+capacityDetail = TextContent("Limit 62,500 MW  •  Warning threshold 85%  •  Emergency threshold 95%  •  Current 68.6% — 16.4% below warning", "small")
+genForecastRow = Card([generationCard, forecastCard], "clear", "row", "m", "stretch", "between", true)
+generationCard = Card([genHeader, genPie, genTable, genEmissionsBar], "card", "column", "m")
+genHeader = CardHeader("3 — Generation Split by Source", "Live output • Total 42,850 MW")
+genPie = PieChart(["Wind", "Gas CCGT", "Nuclear", "Solar", "Hydro", "Coal"], [14200, 12800, 8900, 4200, 1950, 800], "donut", "circular")
+genTable = Table([genSourceCol, genOutputCol, genShareCol, genChangeCol])
+genSourceCol = Col("Source", ["Wind", "Gas CCGT", "Nuclear", "Solar", "Hydro", "Coal"])
+genOutputCol = Col("Output MW", ["14,200", "12,800", "8,900", "4,200", "1,950", "800"])
+genShareCol = Col("Share", ["33.1%", "29.9%", "20.8%", "9.8%", "4.6%", "1.9%"])
+genChangeCol = Col("Δ 1h", ["+820", "-410", "0", "-650", "+120", "-90"])
+genEmissionsBar = TextContent("Emissions intensity by source drives today's 18,420 tCO₂ — Wind/Nuclear/Hydro = 0 g, Gas ~350g, Coal ~820g", "small")
+forecastCard = Card([forecastHeader, forecastChart, forecastCallout], "card", "column", "m")
+forecastHeader = CardHeader("6 — Demand Forecast — Next 24 Hours", "UTC • Dashed = forecast, Solid = actual/projected")
+forecastChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [forecastSeries, actualSeries], "natural", "Hour", "MW")
+forecastSeries = Series("Forecast", [28500, 26800, 26200, 28100, 35200, 41800, 44500, 45200, 44800, 46200, 42500, 34800])
+actualSeries = Series("Actual", [28200, 26500, 26000, 27900, 34800, 41500, 44200, 42850, 43100, 44000, 41200, 33500])
+forecastCallout = Callout("info", "Evening peak expected 18:00 — 46,200 MW", "Forecast 3,350 MW above current load. Recommend holding 1,200 MW spinning reserve.")
+plantsCard = Card([plantsHeader, plantsTable, plantsLegend], "card", "column", "m")
+plantsHeader = CardHeader("4 — Each Plant — Output & Status", "8 major units • Click curtailment form below to dispatch")
+plantsTable = Table([plantNameCol, plantRegionCol, plantSourceCol, plantOutputCol, plantCapCol, plantStatusCol])
+plantNameCol = Col("Plant", ["Hornsea Wind Farm", "Hinkley Point B", "Drax Unit 3", "Pembroke CCGT", "Dinorwig Hydro", "West Burton A", "Severn Solar Park", "Staythorpe CCGT"])
+plantRegionCol = Col("Region", ["North", "South", "Central", "West", "West", "Central", "South", "Central"])
+plantSourceCol = Col("Source", ["Wind", "Nuclear", "Coal/Biomass", "Gas", "Hydro", "Coal", "Solar", "Gas"])
+plantOutputCol = Col("Output MW", ["1,420", "1,320", "645", "1,180", "420", "155", "380", "890"])
+plantCapCol = Col("Capacity MW", ["1,800", "1,320", "660", "1,400", "1,728", "2,000", "500", "1,080"])
+plantStatusCol = Col("Status", ["Generating", "Generating", "Generating", "Generating", "Standby", "Offline - Maint", "Generating", "Ramping"])
+plantsLegend = TagBlock(["5 Generating", "1 Standby", "1 Ramping", "1 Offline"])
+outagesMaintRow = Card([outagesCard, maintenanceCard], "clear", "row", "m", "stretch", "between", true)
+outagesCard = Card([outagesHeader, outagesTable, outagesCallout], "card", "column", "m")
+outagesHeader = CardHeader("5 — Outages — Affected Region", "Unplanned & forced outages")
+outagesTable = Table([outAssetCol, outRegionCol, outTypeCol, outSinceCol, outEtaCol, outImpactCol])
+outAssetCol = Col("Asset", ["Grid Line N-14", "Hornsea Export Cable", "West Burton A - Unit 2", "Substation Central 400kV"])
+outRegionCol = Col("Affected Region", ["North", "North", "Central", "Central"])
+outTypeCol = Col("Type", ["Transmission", "Transmission", "Generation", "Substation"])
+outSinceCol = Col("Since", ["09:14 UTC", "11:02 UTC", "06:30 UTC", "13:45 UTC"])
+outEtaCol = Col("ETA Restore", ["18:00 UTC", "Tomorrow 06:00", "16 Aug 18:00", "15:30 UTC"])
+outImpactCol = Col("Impact MW", ["800", "420", "645", "1,200"])
+outagesCallout = Callout("warning", "N-14 constrains North→Central transfer by 800 MW", "Re-dispatch gas in Central to compensate until 18:00.")
+maintenanceCard = Card([maintHeader, maintTable, maintCalendar, maintNote], "card", "column", "m")
+maintHeader = CardHeader("8 — Maintenance Planned This Month", "August 2026 — scheduled works")
+maintTable = Table([maintAssetCol, maintRegionCol, maintDateCol, maintWindowCol])
+maintAssetCol = Col("Asset", ["Dinorwig Hydro T2", "Severn Solar Inverters", "Pembroke CCGT Insp.", "Interconnector IFA2", "Hinkley Turbine A"])
+maintRegionCol = Col("Region", ["West", "South", "West", "South", "South"])
+maintDateCol = Col("Date", ["Aug 20", "Aug 22-23", "Aug 25-27", "Aug 28", "Aug 30-31"])
+maintWindowCol = Col("Window", ["00:00-06:00", "All day", "48h outage", "08:00-16:00", "Weekend"])
+maintCalendar = CalendarBlock("single", "2026-08-01", 1, "label")
+maintNote = TextContent("All windows approved by Operations Planning. No overlap with forecast peak on Aug 18-19.", "small")
+alertsCard = Card([alertsHeader, alertLiveRow, alert1, alert2, alert3, alert4], "card", "column", "s")
+alertsHeader = CardHeader("9 — Live Alerts", "Streaming — newest first • Auto-refresh 5s")
+alertLiveRow = Card([liveDot, liveText, liveBadge], "clear", "row", "s", "center", "start", false)
+liveDot = Badge("● LIVE", "destructive")
+liveText = TextContent("Feed connected — 4 alerts in last 60 min", "small")
+liveBadge = Badge("14:32:07 UTC", "outline")
+alert1 = Alert("Frequency dip — 49.92 Hz at 14:29", "North zone — auto-corrected by Dinorwig hydro injection (420 MW). No action required.", "warning")
+alert2 = Alert("Line N-14 overload risk", "Load 92% of rating (1,104 MW / 1,200 MW). Curtailment may be required if wind rises further.", "destructive")
+alert3 = Alert("Price spike — South zone $98.40 / MWh", "Transmission constraint driving zonal separation. Gas peaker dispatched.", "info")
+alert4 = Alert("Wind ramp — +820 MW last hour", "Hornsea + Barrow offshore. Forecast to hold until 16:00 then taper.", "success")
+curtailmentCard = Card([curtailHeader, curtailFormRow, curtailInfo], "card", "column", "m")
+curtailHeader = CardHeader("11 — Order Curtailment", "Dispatch instruction to reduce generation or load")
+curtailFormRow = Card([curtailForm, curtailPreview], "clear", "row", "m", "stretch", "between", true)
+curtailForm = Form("curtailment-order", curtailButtons, [curtailRegionField, curtailTargetField, curtailAmountField, curtailReasonField])
+curtailRegionField = FormControl("Target region", curtailRegionSelect, "Where to apply curtailment")
+curtailRegionSelect = Select("curtail_region", [cAll, cNorth, cCentral, cSouth, cWest], "Select region", null, "north")
+cAll = SelectItem("all", "All regions")
+cNorth = SelectItem("north", "North — Wind heavy")
+cCentral = SelectItem("central", "Central — Mixed")
+cSouth = SelectItem("south", "South — Solar + Nuclear")
+cWest = SelectItem("west", "West — Hydro + Gas")
+curtailTargetField = FormControl("Target asset / source", curtailTargetSelect)
+curtailTargetSelect = Select("curtail_target", [tWind, tSolar, tGas, tCoal, tDemand], "Choose asset type")
+tWind = SelectItem("wind", "Wind farms")
+tSolar = SelectItem("solar", "Solar parks")
+tGas = SelectItem("gas", "Gas CCGT fleet")
+tCoal = SelectItem("coal", "Coal units")
+tDemand = SelectItem("demand", "Demand response (industrial)")
+curtailAmountField = FormControl("Curtailment amount (MW)", curtailSlider, "0 — 1,500 MW • Step 50 MW")
+curtailSlider = Slider("curtail_mw", "discrete", 0, 1500, 50, [400], "MW to curtail")
+curtailReasonField = FormControl("Reason / instruction", curtailReasonInput, "Logged to audit trail")
+curtailReasonInput = Input("reason", "e.g., N-14 overload — reduce North wind 400 MW")
+curtailButtons = Buttons([sendCurtailBtn, simulateBtn, cancelCurtailBtn])
+sendCurtailBtn = Button("Send Curtailment Order", null, "primary")
+simulateBtn = Button("Simulate Impact", null, "secondary")
+cancelCurtailBtn = Button("Cancel", null, "tertiary")
+curtailPreview = Card([previewHeader, previewText, previewStats, previewSeparator, previewEmissions], "sunk", "column", "s")
+previewHeader = TextContent("Order preview", "small-heavy")
+previewText = TextContent("If sent: North wind curtailed 400 MW → Load 42,450 MW → Capacity 68.0% → Price est. $81.10 / MWh → Emissions -1.2 tCO₂/h", "small")
+previewStats = TagBlock(["Headroom +400 MW", "Frequency stable", "Audit logged"])
+previewSeparator = Separator("horizontal", true)
+previewEmissions = TextContent("Emissions impact: curtailing wind has no direct saving, but avoids constraint cost. Curtailing gas 400 MW would save ~140 tCO₂/h.", "small")
+curtailInfo = Callout("neutral", "Requires dual-operator confirmation", "Orders are sent to SCADA and logged. Simulation runs in sandbox first.")
+footerNote = TextContent("Console covers: 1 Load • 2 Capacity • 3 Generation split • 4 Plants • 5 Outages • 6 Forecast • 7 Price • 8 Maintenance • 9 Alerts • 10 Region focus • 11 Curtailment • 12 Emissions", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..37a458d81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r1.txt
@@ -0,0 +1,100 @@
+root = Card([header, storeSwitcherCard, kpiGrid, trafficAndWeekRow, bestAndStockRow, staffAndRegisterRow, promoCard, reorderCard, footer], "clear", "column", "l")
+header = CardHeader("Maple & Main — Daily Console", "Store #104 • Downtown • Tuesday, Aug 12, 2026 • Live as of 3:42 PM • Closes 9:00 PM")
+storeSwitcherCard = Card([storeSwitcherForm, storeSwitcherHint], "sunk", "column", "s", "stretch", "start")
+storeSwitcherForm = Form("store-switch", switchButtons, [storeSelectField])
+storeSelectField = FormControl("View a different store", storeSelect, "Switch context to see another location's live console")
+storeSelect = Select("store_id", [storeOpt104, storeOpt112, storeOpt087, storeOpt203], "Select store")
+storeOpt104 = SelectItem("104", "Store #104 — Downtown (current)")
+storeOpt112 = SelectItem("112", "Store #112 — Riverside")
+storeOpt087 = SelectItem("087", "Store #087 — Westfield Mall")
+storeOpt203 = SelectItem("203", "Store #203 — Airport Terminal")
+switchButtons = Buttons([switchBtn], "row")
+switchBtn = Button("View Store", null, "primary")
+storeSwitcherHint = TextContent("You are viewing Store #104. Select another store and click View Store to load its console.", "small")
+kpiGrid = Card([salesKpiCard, basketKpiCard, returnsKpiCard], "clear", "row", "m", "stretch", "start", true)
+salesKpiCard = Card([salesTitle, salesProgress, salesDetail, salesCallout], "card", "column", "s", "stretch", "start")
+salesTitle = Heading("1. Sales Today vs Target", "h3")
+salesProgress = Progress(77, "77% of daily target")
+salesDetail = TextContent("$18,450 sold of $24,000 target • $5,550 to go • 432 transactions so far", "small")
+salesCallout = Callout("info", "On track", "Pace is +4.2% vs same time yesterday. Projected close: $25,100")
+basketKpiCard = Card([basketTitle, basketValue, basketTrend, basketDetail], "card", "column", "s", "stretch", "start")
+basketTitle = Heading("6. Average Basket Size", "h3")
+basketValue = TextContent("$42.80", "large-heavy")
+basketTrend = Badge("+3.2% vs yesterday", "secondary")
+basketDetail = TextContent("432 baskets • $18,450 / 432 • Yesterday avg: $41.48 • Best hour: 12PM ($54.20 avg)", "small")
+returnsKpiCard = Card([returnsTitle, returnsValue, returnsDetail, returnsProgress], "card", "column", "s", "stretch", "start")
+returnsTitle = Heading("7. Returns This Week", "h3")
+returnsValue = TextContent("27 returns • $1,240.00", "large-heavy")
+returnsDetail = TextContent("Return rate 2.1% • Mon 4 • Tue 6 • Wed 5 • Thu 7 • Fri 3 • Sat 2 • Avg $45.92 per return", "small")
+returnsProgress = Progress(2, "2.1% return rate (target <3%)")
+trafficAndWeekRow = Card([trafficCard, weekCompareCard], "clear", "row", "m", "stretch", "start", true)
+trafficCard = Card([trafficHeader, trafficChart, trafficNote], "card", "column", "s", "stretch", "start")
+trafficHeader = CardHeader("2. Foot Traffic Through the Day", "Door counter • 8AM - 8PM • Total today: 682 visitors")
+trafficChart = AreaChart(["8AM", "9AM", "10AM", "11AM", "12PM", "1PM", "2PM", "3PM", "4PM", "5PM", "6PM", "7PM", "8PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [12, 28, 45, 62, 88, 76, 54, 67, 82, 95, 71, 34, 18])
+trafficNote = TextContent("Peak: 5PM (95) • Current hour 3PM: 67 • vs yesterday +11% at this time", "small")
+weekCompareCard = Card([weekHeader, weekChart, weekNote], "card", "column", "s", "stretch", "start")
+weekHeader = CardHeader("12. This Week vs Last Week", "Daily sales comparison • Mon-Sun")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [weekThisSeries, weekLastSeries], "grouped", "Day", "Sales $")
+weekThisSeries = Series("This Week", [18200, 18450, 21000, 19500, 22300, 24100, 19800])
+weekLastSeries = Series("Last Week", [16800, 17200, 18900, 18100, 20500, 22800, 18400])
+weekNote = TextContent("WTD: $36,650 vs $34,000 last week (+7.8%) • Best day this week: Sat $24,100", "small")
+bestAndStockRow = Card([bestSellersCard, stockCard], "clear", "row", "m", "stretch", "start", true)
+bestSellersCard = Card([bestHeader, bestTable, bestNote], "card", "column", "s", "stretch", "start")
+bestHeader = CardHeader("3. Best Sellers Today", "Top 5 by units sold")
+bestTable = Table([bestColProduct, bestColUnits, bestColRevenue])
+bestColProduct = Col("Product", ["Wireless Earbuds — Black", "Organic Coffee 12oz", "Yoga Mat — Slate", "Stainless Bottle 750ml", "Protein Bar Box (12)"])
+bestColUnits = Col("Units", ["47", "38", "31", "29", "26"])
+bestColRevenue = Col("Revenue", ["$2,115", "$684", "$1,085", "$725", "$624"])
+bestNote = TextContent("47 units = Wireless Earbuds leading for 3rd day straight", "small")
+stockCard = Card([stockHeader, stockList, stockAlert], "card", "column", "s", "stretch", "start")
+stockHeader = CardHeader("4. Items Out of Stock", "4 SKUs need attention • Tap Reorder in list or use form below")
+stockList = ListBlock([stockItem1, stockItem2, stockItem3, stockItem4])
+stockItem1 = ListItem("Oat Milk Barista 1L", "SKU: BEV-0421 • Category: Dairy Alt • Last sold 2 hrs ago", null, "Reorder")
+stockItem2 = ListItem("Trail Mix Family Pack", "SKU: SNK-118 • Category: Snacks • Out since yesterday 6PM", null, "Reorder")
+stockItem3 = ListItem("Resistance Bands Set", "SKU: FIT-309 • Category: Fitness • 12 customers asked today", null, "Reorder")
+stockItem4 = ListItem("Cold Brew 12-pack", "SKU: BEV-089 • Category: Beverages • Supplier ETA 2 days", null, "Reorder")
+stockAlert = Alert("Low stock risk", "Protein Bar Box will hit zero in ~1.5 days at current pace (26 sold today, 38 on hand)", "warning")
+staffAndRegisterRow = Card([staffCard, registerCard], "clear", "row", "m", "stretch", "start", true)
+staffCard = Card([staffHeader, staffList], "card", "column", "s", "stretch", "start")
+staffHeader = CardHeader("5. Who Is On Shift Today", "6 staff • 2 managers • Next shift: 4PM")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5, staff6])
+staff1 = ListItem("Maya Chen — Manager", "8:00 AM - 4:30 PM • Floor lead • On floor", null, "Message")
+staff2 = ListItem("James Ortiz — Cashier", "9:00 AM - 5:00 PM • Register 1 • On break until 3:50 PM", null, "Message")
+staff3 = ListItem("Priya Desai — Cashier", "11:00 AM - 7:00 PM • Register 2 • Active", null, "Message")
+staff4 = ListItem("Leo Kim — Stock Associate", "7:00 AM - 3:00 PM • Receiving • Active", null, "Message")
+staff5 = ListItem("Aisha Brown — Barista / Service", "12:00 PM - 8:00 PM • Cafe bar • Starts 12PM", null, "Message")
+staff6 = ListItem("Carlos Vega — Manager", "4:00 PM - 10:00 PM • Closer • Not yet clocked in", null, "Message")
+registerCard = Card([registerHeader, registerTable, registerNote], "card", "column", "s", "stretch", "start")
+registerHeader = CardHeader("9. Registers", "4 registers • 3 open • 1 closed")
+registerTable = Table([regColId, regColStatus, regColCashier, regColSales])
+regColId = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4 (Self-check)"])
+regColStatus = Col("Status", ["OPEN", "OPEN", "OPEN", "CLOSED"])
+regColCashier = Col("Cashier", ["James Ortiz", "Priya Desai", "Maya Chen", "—"])
+regColSales = Col("Sales Today", ["$6,420", "$5,880", "$4,950", "$0"])
+registerNote = TextContent("Register 4 closed for cash reconciliation until 4:15 PM", "small")
+promoCard = Card([promoHeader, promoTable], "card", "column", "s", "stretch", "start")
+promoHeader = CardHeader("8. Running Promotions", "3 active • Ends Sunday • Performance today")
+promoTable = Table([promoColName, promoColDiscount, promoColSold, promoColRevenue, promoColStatus])
+promoColName = Col("Promotion", ["Summer Sip", "Back to Fit", "Bundle & Save"])
+promoColDiscount = Col("Offer", ["20% off Cold Drinks", "15% off Fitness", "Buy 2 Get 10% off"])
+promoColSold = Col("Units Today", ["84", "31", "52"])
+promoColRevenue = Col("Revenue", ["$1,260", "$1,085", "$1,840"])
+promoColStatus = Col("vs Target", ["+18% ahead", "On target", "-6% behind"])
+reorderCard = Card([reorderHeader, reorderForm], "card", "column", "s", "stretch", "start")
+reorderHeader = CardHeader("10. Reorder an Item", "Create a purchase order for out-of-stock or low-stock SKUs")
+reorderForm = Form("reorder", reorderButtons, [reorderItemField, reorderQtyField, reorderNoteField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect, "Choose from out-of-stock list or search all SKUs")
+reorderItemSelect = Select("item", [reorderOpt1, reorderOpt2, reorderOpt3, reorderOpt4], "Select item")
+reorderOpt1 = SelectItem("BEV-0421", "Oat Milk Barista 1L — BEV-0421 (Out)")
+reorderOpt2 = SelectItem("SNK-118", "Trail Mix Family Pack — SNK-118 (Out)")
+reorderOpt3 = SelectItem("FIT-309", "Resistance Bands Set — FIT-309 (Out)")
+reorderOpt4 = SelectItem("BEV-089", "Cold Brew 12-pack — BEV-089 (Out)")
+reorderQtyField = FormControl("Quantity (cases)", reorderQtyInput, "1 case = 12 units")
+reorderQtyInput = Input("qty", "e.g. 5", "number")
+reorderNoteField = FormControl("Note to supplier (optional)", reorderNoteInput)
+reorderNoteInput = Input("note", "Urgent — weekend demand expected")
+reorderButtons = Buttons([reorderBtn, cancelBtn], "row")
+reorderBtn = Button("Send Reorder", null, "primary")
+cancelBtn = Button("Clear", null, "tertiary")
+footer = TextContent("Data refreshes every 15 min • Last sync 3:42 PM • Store #104 Downtown • Manager: Maya Chen", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..1b48e82bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r2.txt
@@ -0,0 +1,121 @@
+root = Card([header, storeSwitcherCard, kpiRow, trafficCard, bestsellersCard, oosReorderRow, shiftCard, returnsCard, promoCard, registersCard, weekCompareCard], "card", "column", "l")
+header = CardHeader("Store Manager Daily Console", "Downtown Flagship #101 • Tuesday, Aug 18, 2026 • Updated 2:45 PM")
+storeSwitcherCard = Card([storeHeader, storeForm], "sunk", "column", "m")
+storeHeader = CardHeader("Store View", "Switch to view a different store location")
+storeForm = Form("store-switch", storeFormButtons, [storeField])
+storeField = FormControl("View different store", storeSelect)
+storeSelect = Select("store", [storeDowntown, storeMall, storeAirport, storeWestside], "Downtown Flagship #101", null, "Downtown Flagship #101")
+storeDowntown = SelectItem("downtown", "Downtown Flagship #101")
+storeMall = SelectItem("mall", "Riverside Mall #204")
+storeAirport = SelectItem("airport", "Airport Terminal #312")
+storeWestside = SelectItem("westside", "Westside Plaza #118")
+storeFormButtons = Buttons([viewStoreBtn])
+viewStoreBtn = Button("View Store", null, "primary")
+kpiRow = Card([salesCard, basketCard], "clear", "row", "m")
+salesCard = Card([salesHeader, salesProgress, salesStats, salesCallout], "card", "column", "m")
+salesHeader = CardHeader("1. Sales Today vs Target", "$18,740 of $25,000 target")
+salesProgress = Progress(75, "75% to daily target — $6,260 remaining")
+salesStats = Table([salesMetricCol, salesValueCol])
+salesMetricCol = Col("Metric", ["Sales Today", "Daily Target", "Remaining", "vs Yesterday"])
+salesValueCol = Col("Value", ["$18,740", "$25,000", "$6,260", "+8.2%"])
+salesCallout = Callout("info", "On track", "Pace projects $24,100 by close if evening rush holds. Peak expected 5-7 PM.")
+basketCard = Card([basketHeader, basketValue, basketProgress, basketStats, basketCallout], "card", "column", "m")
+basketHeader = CardHeader("6. Average Basket Size", "Items per transaction today")
+basketValue = TextContent("3.4 items", "large-heavy")
+basketProgress = Progress(97, "97% of 3.5 target")
+basketStats = Table([basketMetricCol, basketValueCol])
+basketMetricCol = Col("Metric", ["Today", "Yesterday", "Week Avg", "Target"])
+basketValueCol = Col("Value", ["3.4", "3.1", "3.2", "3.5"])
+basketCallout = TextCallout("success", "Trending up", "+9.7% vs yesterday • 552 transactions today • AOV $33.95")
+trafficCard = Card([trafficHeader, trafficChart, trafficSummary], "card", "column", "m")
+trafficHeader = CardHeader("2. Foot Traffic Through the Day", "Door counter • 847 visitors so far • Peak 3-5 PM")
+trafficChart = AreaChart(["9AM", "10AM", "11AM", "12PM", "1PM", "2PM", "3PM", "4PM", "5PM", "6PM", "7PM", "8PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [42, 68, 95, 112, 88, 74, 138, 152, 165, 142, 96, 58])
+trafficSummary = Table([trafficTimeCol, trafficCountCol, trafficNoteCol])
+trafficTimeCol = Col("Period", ["Morning (9-12)", "Midday (12-3)", "Afternoon (3-6)", "Evening (6-8)"])
+trafficCountCol = Col("Visitors", ["317", "250", "455", "154"])
+trafficNoteCol = Col("Note", ["Steady build", "Lunch dip 1-2PM", "Peak traffic", "Tapering"])
+bestsellersCard = Card([bestsellersHeader, bestsellersChart, bestsellersTable], "card", "column", "m")
+bestsellersHeader = CardHeader("3. Best Sellers Today", "Top 5 by units sold")
+bestsellersChart = HorizontalBarChart(["Cotton Tee White", "Trail Runner", "Denim Jacket", "Wool Beanie", "Canvas Tote"], [bestsellerSeries], "grouped", "Units", "")
+bestsellerSeries = Series("Units Sold", [34, 28, 22, 19, 16])
+bestsellersTable = Table([bestsellerProductCol, bestsellerUnitsCol, bestsellerRevenueCol])
+bestsellerProductCol = Col("Product", ["Organic Cotton Tee - White", "Trail Runner Sneaker", "Denim Jacket - Vintage", "Wool Beanie - Charcoal", "Canvas Tote - Natural"])
+bestsellerUnitsCol = Col("Units", ["34", "28", "22", "19", "16"])
+bestsellerRevenueCol = Col("Revenue", ["$1,020", "$3,360", "$1,980", "$570", "$480"])
+oosReorderRow = Card([oosCard, reorderCard], "clear", "row", "m")
+oosCard = Card([oosHeader, oosList, oosCallout], "card", "column", "m")
+oosHeader = CardHeader("4. Items Out of Stock", "4 SKUs require immediate action")
+oosList = ListBlock([oos1, oos2, oos3, oos4])
+oos1 = ListItem("Organic Cotton Tee - Black / M", "SKU: OCT-BLK-M • Out since 11:20 AM • Lost sales ~8", null, "Reorder")
+oos2 = ListItem("Trail Runner - Size 9", "SKU: TRN-09 • Out since 09:45 AM • Lost sales ~5", null, "Reorder")
+oos3 = ListItem("Denim Jacket - Vintage / S", "SKU: DNJ-VNT-S • Out since yesterday 6PM", null, "Reorder")
+oos4 = ListItem("Wool Beanie - Charcoal", "SKU: WBN-CHA • Low → now 0 • 3 on waitlist", null, "Reorder")
+oosCallout = Callout("warning", "Urgent restock", "2 items have been out >4 hours. Use reorder panel →")
+reorderCard = Card([reorderHeader, reorderForm], "card", "column", "m")
+reorderHeader = CardHeader("10. Reorder Item", "Create purchase order for out-of-stock items")
+reorderForm = Form("reorder", reorderButtons, [reorderItemField, reorderQtyField, reorderSupplierField])
+reorderItemField = FormControl("Item to reorder", reorderSelect)
+reorderSelect = Select("item", [reorderOpt1, reorderOpt2, reorderOpt3, reorderOpt4], "Select item")
+reorderOpt1 = SelectItem("oct-blk-m", "Organic Cotton Tee - Black / M (0 left)")
+reorderOpt2 = SelectItem("trn-9", "Trail Runner - Size 9 (0 left)")
+reorderOpt3 = SelectItem("dnj-vnt-s", "Denim Jacket - Vintage / S (0 left)")
+reorderOpt4 = SelectItem("wbn-cha", "Wool Beanie - Charcoal (0 left)")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Recommended: 48 units based on 7-day velocity")
+reorderQtyInput = Input("qty", "e.g. 48", "number")
+reorderSupplierField = FormControl("Supplier", reorderSupplierSelect)
+reorderSupplierSelect = Select("supplier", [sup1, sup2], "Choose supplier")
+sup1 = SelectItem("main", "Main Apparel Co. — 2 day delivery")
+sup2 = SelectItem("alt", "QuickStock — Next day (+12% cost)")
+reorderButtons = Buttons([reorderBtn, reorderCancelBtn])
+reorderBtn = Button("Submit Reorder", null, "primary")
+reorderCancelBtn = Button("Clear", null, "tertiary")
+shiftCard = Card([shiftHeader, shiftList], "card", "column", "m")
+shiftHeader = CardHeader("5. Who Is On Shift Today", "7 staff • 2 managers • Coverage until 10:00 PM")
+shiftList = ListBlock([shift1, shift2, shift3, shift4, shift5, shift6, shift7], "image")
+shift1 = ListItem("Maria Chen — Floor Manager", "09:00 - 18:00 • Registers • On floor", ["https://picsum.photos/seed/maria/100/100"], "Contact")
+shift2 = ListItem("James Park — Assistant Manager", "11:00 - 20:00 • Stockroom & Floor", ["https://picsum.photos/seed/james/100/100"], "Contact")
+shift3 = ListItem("Aisha Khan — Cashier", "09:00 - 17:00 • Reg #2 • Break 14:00", ["https://picsum.photos/seed/aisha/100/100"], "Contact")
+shift4 = ListItem("David Lopez — Sales Associate", "10:00 - 18:00 • Apparel floor", ["https://picsum.photos/seed/david/100/100"], "Contact")
+shift5 = ListItem("Sofia Reyes — Sales Associate", "12:00 - 20:00 • Fitting rooms", ["https://picsum.photos/seed/sofia/100/100"], "Contact")
+shift6 = ListItem("Kenji Tanaka — Stock Associate", "08:00 - 16:00 • Receiving", ["https://picsum.photos/seed/kenji/100/100"], "Contact")
+shift7 = ListItem("Emma Wilson — Cashier", "16:00 - 22:00 • Reg #3 • Closing", ["https://picsum.photos/seed/emma/100/100"], "Contact")
+returnsCard = Card([returnsHeader, returnsChart, returnsTable], "card", "column", "m")
+returnsHeader = CardHeader("7. Returns This Week", "18 returns • $1,240 value • Rate 3.2%")
+returnsChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [returnsSeries], "grouped", "Day", "Returns")
+returnsSeries = Series("Returns", [2, 4, 3, 5, 1, 2, 1])
+returnsTable = Table([returnsDayCol, returnsCountCol, returnsValueCol, returnsReasonCol])
+returnsDayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+returnsCountCol = Col("Count", ["2", "4", "3", "5", "1", "2", "1"])
+returnsValueCol = Col("Value", ["$145", "$310", "$210", "$385", "$65", "$95", "$30"])
+returnsReasonCol = Col("Top Reason", ["Size", "Size", "Defect", "Changed mind", "Size", "Defect", "Size"])
+promoCard = Card([promoHeader, promoChart, promoTable], "card", "column", "m")
+promoHeader = CardHeader("8. Running Promotions Performance", "3 active promotions • Ends Sunday")
+promoChart = HorizontalBarChart(["Summer 20% Off", "BOGO Socks", "Student 15%"], [promoSeries], "grouped", "Redemptions", "")
+promoSeries = Series("Redemptions", [87, 54, 31])
+promoTable = Table([promoNameCol, promoRedemptionsCol, promoRevenueCol, promoUpliftCol, promoStatusCol])
+promoNameCol = Col("Promotion", ["Summer 20% Off Apparel", "BOGO Socks", "Student 15% Off"])
+promoRedemptionsCol = Col("Redemptions", ["87", "54", "31"])
+promoRevenueCol = Col("Revenue", ["$4,820", "$890", "$1,240"])
+promoUpliftCol = Col("Uplift", ["+18%", "+9%", "+6%"])
+promoStatusCol = Col("Status", ["Top performer", "Steady", "Low take-up"])
+registersCard = Card([registersHeader, registerTable, registerTags, registerCallout], "card", "column", "m")
+registersHeader = CardHeader("9. Registers", "5 registers • 3 open • 2 closed")
+registerTable = Table([registerIdCol, registerStatusCol, registerCashierCol, registerTxCol])
+registerIdCol = Col("Register", ["Reg #1", "Reg #2", "Reg #3", "Reg #4 (Self)", "Reg #5 (Self)"])
+registerStatusCol = Col("Status", ["OPEN", "OPEN", "OPEN", "CLOSED", "CLOSED"])
+registerCashierCol = Col("Cashier", ["Maria Chen", "Aisha Khan", "Emma Wilson", "—", "—"])
+registerTxCol = Col("Tx Today", ["142", "118", "97", "—", "—"])
+registerTags = TagBlock(["OPEN", "OPEN", "OPEN", "CLOSED", "CLOSED"])
+registerCallout = TextCallout("neutral", "Self-checkout", "Reg #4-5 closed for maintenance until 4 PM. Technician on site.")
+weekCompareCard = Card([weekCompareHeader, weekCompareChart, weekCompareTable, weekCompareCallout], "card", "column", "m")
+weekCompareHeader = CardHeader("12. This Week vs Last Week", "Sales comparison • Mon-Sun")
+weekCompareChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This Week", [4200, 5100, 4800, 5300, 6100, 7400, 5200])
+lastWeekSeries = Series("Last Week", [3800, 4600, 5100, 4900, 5800, 6900, 4800])
+weekCompareTable = Table([weekDayCol, weekThisCol, weekLastCol, weekDiffCol])
+weekDayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+weekThisCol = Col("This Week", ["$4,200", "$5,100", "$4,800", "$5,300", "$6,100", "$7,400", "$5,200"])
+weekLastCol = Col("Last Week", ["$3,800", "$4,600", "$5,100", "$4,900", "$5,800", "$6,900", "$4,800"])
+weekDiffCol = Col("Change", ["+10.5%", "+10.9%", "-5.9%", "+8.2%", "+5.2%", "+7.2%", "+8.3%"])
+weekCompareCallout = Callout("success", "Week trending +6.8%", "This week $38,100 vs last week $35,700. Saturday strongest day both weeks.")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..fd90fbc58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r3.txt
@@ -0,0 +1,107 @@
+root = Card([topBar, kpiRow, trafficRow, middleRow, staffRegisterRow, promoReorderRow, weekCompareSection], "card", "column", "l")
+topBar = Card([mainHeader, storeForm], "clear", "row", "m", "center", "between")
+mainHeader = CardHeader("Store Manager — Daily Console", "Tuesday, Aug 18, 2026 • 3:42 PM • Downtown Flagship — Live")
+storeForm = Form("store-switcher", storeButtons, [storeField])
+storeField = FormControl("View different store", storeSelect, "Switch location to load its live console")
+storeSelect = Select("store", [storeDowntown, storeMall, storeAirport, storeWestside], "Choose store", null, "downtown", "medium")
+storeDowntown = SelectItem("downtown", "Downtown Flagship")
+storeMall = SelectItem("mall", "Westfield Mall — #042")
+storeAirport = SelectItem("airport", "Airport Terminal 2 — #118")
+storeWestside = SelectItem("westside", "Westside Outlet — #067")
+storeButtons = Buttons([viewStoreBtn])
+viewStoreBtn = Button("View Store", null, "secondary", "normal", "medium")
+kpiRow = Card([salesCard, basketCard, returnsCard], "clear", "row", "m", "stretch", "between")
+salesCard = Card([salesHeader, salesProgress, salesText, salesAlert], "sunk", "column", "s")
+salesHeader = CardHeader("1. Sales Today vs Target", "$18,420 of $25,500")
+salesProgress = Progress(72.2, "72.2% of daily target")
+salesText = TextContent("**$7,080 to close** • Pace +4.3% vs yesterday at this time • Projected close $26,100", "small")
+salesAlert = Callout("success", "On track", "Sales trending above target pace. Keep floor coverage strong after 5 PM.")
+basketCard = Card([basketHeader, basketValue, basketDetail, basketBadge], "sunk", "column", "s")
+basketHeader = CardHeader("6. Average Basket Size", "Per transaction today")
+basketValue = TextContent("$68.40 • 2.8 items", "large-heavy")
+basketDetail = TextContent("↑ 6.5% vs yesterday ($64.20) • 270 transactions • AOV lifted by promo attach", "small")
+basketBadge = Badge("Above Goal $65", "secondary")
+returnsCard = Card([returnsHeader, returnsValue, returnsChart, returnsNote], "sunk", "column", "s")
+returnsHeader = CardHeader("7. Returns This Week", "Mon–Tue • 23 returns")
+returnsValue = TextContent("23 returns • $1,840 value • 2.1% return rate", "small-heavy")
+returnsChart = PieChart(["Defective", "Wrong Size", "Changed Mind", "Other"], [8, 7, 5, 3], "donut", "circular")
+returnsNote = TextContent("Lowest rate in 4 weeks. Size-related returns down 18% after fitting guide update.", "small")
+trafficRow = Card([trafficCard], "clear", "column", "m")
+trafficCard = Card([trafficHeader, trafficChart, trafficFooter], "sunk", "column", "s")
+trafficHeader = CardHeader("2. Foot Traffic Through the Day", "Door counter • 1,058 visitors so far • Peak 5 PM (142)")
+trafficChart = AreaChart(["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM", "7 PM", "8 PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [22, 45, 78, 92, 134, 118, 96, 88, 105, 142, 128, 76, 34])
+trafficFooter = TextContent("Lunch rush 12 PM and evening rush 5–6 PM. Staff floor accordingly. Conversion 25.5% (270 txns / 1,058 visits).", "small")
+middleRow = Card([bestSellersCard, outOfStockCard], "clear", "row", "m", "stretch", "between")
+bestSellersCard = Card([bestHeader, bestTable], "sunk", "column", "s")
+bestHeader = CardHeader("3. Best Sellers Today", "Top 5 by units sold")
+bestTable = Table([bestProductCol, bestUnitsCol, bestRevenueCol])
+bestProductCol = Col("Product", ["Organic Cotton Tee — White", "Trail Runner Sneakers", "Denim Jacket — Vintage", "Wool Beanie — Charcoal", "Canvas Tote — Natural"])
+bestUnitsCol = Col("Units", [84, 61, 47, 39, 33], "number")
+bestRevenueCol = Col("Revenue", ["$2,100", "$7,320", "$4,230", "$1,170", "$660"])
+outOfStockCard = Card([oosHeader, oosList, oosCallout], "sunk", "column", "s")
+oosHeader = CardHeader("4. Items Out of Stock", "4 SKUs • Reorder needed")
+oosList = ListBlock([oos1, oos2, oos3, oos4])
+oos1 = ListItem("Trail Runner Sneakers — Size 9", "SKU TR-09-BLK • 0 on hand • Last sold 2 hrs ago", null, "Reorder")
+oos2 = ListItem("Organic Cotton Tee — Black, M", "SKU OC-BLK-M • 0 on hand • 12 on backorder demand", null, "Reorder")
+oos3 = ListItem("Wool Beanie — Charcoal", "SKU WB-CH • 0 on hand • Best seller #4 today", null, "Reorder")
+oos4 = ListItem("Recycled Water Bottle — 32oz", "SKU RB-32 • 0 on hand • Promo attach item", null, "Reorder")
+oosCallout = Callout("warning", "Stockout alert", "Trail Runner Size 9 drives 22% of sneaker sales. Prioritize reorder.")
+staffRegisterRow = Card([staffCard, registersCard], "clear", "row", "m", "stretch", "between")
+staffCard = Card([staffHeader, staffList], "sunk", "column", "s")
+staffHeader = CardHeader("5. Who's On Shift Today", "6 staff • 2 on break • Closes at 9 PM")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5, staff6])
+staff1 = ListItem("Maya Chen — Floor Lead", "9 AM – 6 PM • On floor • Break 3:00 PM", null, "On Duty")
+staff2 = ListItem("James Rivera — Cashier", "8 AM – 4 PM • Register 1 • On break", null, "On Break")
+staff3 = ListItem("Aisha Patel — Stock & Fitting", "10 AM – 7 PM • Back of house", null, "On Duty")
+staff4 = ListItem("David Kim — Manager", "7 AM – 3 PM • Office → Floor at 2 PM", null, "On Duty")
+staff5 = ListItem("Sofia Lopez — Cashier", "12 PM – 8 PM • Register 2", null, "On Duty")
+staff6 = ListItem("Ethan Wright — Sales Associate", "1 PM – 9 PM • Evening close", null, "On Duty")
+registersCard = Card([registersHeader, registersTable, registersNote], "sunk", "column", "s")
+registersHeader = CardHeader("9. Registers", "4 lanes • 3 open • 1 closed")
+registersTable = Table([regIdCol, regStatusCol, regCashierCol, regTxnsCol])
+regIdCol = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4"])
+regStatusCol = Col("Status", ["OPEN", "OPEN", "OPEN", "CLOSED"])
+regCashierCol = Col("Cashier", ["James Rivera", "Sofia Lopez", "Maya Chen", "—"])
+regTxnsCol = Col("Txns Today", [98, 87, 85, 0], "number")
+registersNote = TextContent("Register 4 closed for cash count until 4 PM. All open lanes online and card readers OK.", "small")
+promoReorderRow = Card([promoCard, reorderCard], "clear", "row", "m", "stretch", "between")
+promoCard = Card([promoHeader, promoChart, promoTable], "sunk", "column", "s")
+promoHeader = CardHeader("8. Running Promotions", "4 active • Today's redemptions & lift")
+promoChart = HorizontalBarChart(["Summer Clearance 30%", "Buy 2 Tees Get 1", "Student 15% Off", "Flash: Sneakers $20 Off"], [promoSeries], "grouped", "Redemptions", "Promotion")
+promoSeries = Series("Redemptions Today", [42, 31, 18, 27])
+promoTable = Table([promoNameCol, promoRedemptionsCol, promoLiftCol])
+promoNameCol = Col("Promotion", ["Summer Clearance 30% Off", "Buy 2 Tees Get 1 Free", "Student 15% Off", "Weekend Flash — Sneakers"])
+promoRedemptionsCol = Col("Used Today", [42, 31, 18, 27], "number")
+promoLiftCol = Col("Revenue Lift", ["$3,240", "$1,860", "$540", "$1,620"])
+reorderCard = Card([reorderHeader, reorderForm], "sunk", "column", "s")
+reorderHeader = CardHeader("10. Reorder Item", "Create purchase order instantly")
+reorderForm = Form("reorder-form", reorderButtons, [reorderItemField, reorderQtyField, reorderPriorityField])
+reorderItemField = FormControl("Item to reorder", reorderSelect, "Choose from out-of-stock or any SKU")
+reorderSelect = Select("item", [reorderOpt1, reorderOpt2, reorderOpt3, reorderOpt4, reorderOpt5], "Select item", null, null, "medium")
+reorderOpt1 = SelectItem("TR-09-BLK", "Trail Runner Sneakers — Size 9 (0 on hand)")
+reorderOpt2 = SelectItem("OC-BLK-M", "Organic Cotton Tee — Black, M (0 on hand)")
+reorderOpt3 = SelectItem("WB-CH", "Wool Beanie — Charcoal (0 on hand)")
+reorderOpt4 = SelectItem("RB-32", "Recycled Water Bottle — 32oz (0 on hand)")
+reorderOpt5 = SelectItem("DJ-VINT", "Denim Jacket — Vintage (4 left)")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Suggested: 24–48 for best sellers")
+reorderQtyInput = Input("qty", "e.g. 36", "number")
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [priorityStandard, priorityUrgent, priorityOvernight], "Standard (3–5 days)", null, "standard", "medium")
+priorityStandard = SelectItem("standard", "Standard — 3–5 days")
+priorityUrgent = SelectItem("urgent", "Urgent — 1–2 days")
+priorityOvernight = SelectItem("overnight", "Overnight — Tomorrow AM")
+reorderButtons = Buttons([reorderBtn, cancelReorderBtn])
+reorderBtn = Button("Reorder Now", null, "primary", "normal", "medium")
+cancelReorderBtn = Button("Clear", null, "tertiary", "normal", "medium")
+weekCompareSection = Card([weekHeader, weekChart, weekSummary, weekTable], "sunk", "column", "s")
+weekHeader = CardHeader("12. This Week vs Last Week", "Mon–Sun sales • This week pacing +9.2%")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales $")
+thisWeekSeries = Series("This Week", [14200, 18420, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last Week", [13800, 16950, 17200, 18500, 22100, 24800, 13200])
+weekSummary = TextContent("Mon–Tue total: $32,620 this week vs $30,750 last week (+6.1%). Today alone +8.7% vs last Tuesday. Forecast week $138k vs $126.5k last week.", "small")
+weekTable = Table([weekDayCol, weekThisCol, weekLastCol, weekDiffCol])
+weekDayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"])
+weekThisCol = Col("This Week", ["$14,200", "$18,420", "—", "—", "—", "—", "—"])
+weekLastCol = Col("Last Week", ["$13,800", "$16,950", "$17,200", "$18,500", "$22,100", "$24,800", "$13,200"])
+weekDiffCol = Col("Change", ["+2.9%", "+8.7%", "—", "—", "—", "—", "—"])
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..26ca730f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-retail__r4.txt
@@ -0,0 +1,116 @@
+root = Card([header, storeSwitcherCard, kpiRow, trafficRow, sellersStockRow, reorderCard, teamOpsRow, promoSection], "clear", "column", "l")
+header = CardHeader("Store Manager Console — Downtown Flagship", "Tuesday, Aug 18, 2026 • Live until 9:00 PM • All metrics update every 15 min")
+storeSwitcherCard = Card([storeSwitcherHeader, storeForm, storeSwitcherHint], "card", "column", "m")
+storeSwitcherHeader = CardHeader("View a different store", "Switch context without leaving this console — #11")
+storeForm = Form("store-switcher", storeFormButtons, [storeField])
+storeField = FormControl("Select store location", storeSelect, "Data below will refresh for the selected store")
+storeSelect = Select("store", [storeDowntown, storeMall, storeAirport, storeWestside], "Choose a store", null, "downtown")
+storeDowntown = SelectItem("downtown", "Downtown Flagship — Current")
+storeMall = SelectItem("mall", "Riverside Mall — #204")
+storeAirport = SelectItem("airport", "Airport Terminal 2 — #118")
+storeWestside = SelectItem("westside", "Westside Outlet — #089")
+storeFormButtons = Buttons([storeViewBtn, storeCompareBtn])
+storeViewBtn = Button("View store", null, "primary")
+storeCompareBtn = Button("Compare stores", null, "secondary")
+storeSwitcherHint = TextContent("You are viewing: Downtown Flagship • Manager: Alex Rivera • District: Central", "small")
+kpiRow = Card([salesCard, basketCard, returnsCard], "clear", "row", "m", "stretch", "start", true)
+salesCard = Card([salesHeader, salesProgress, salesText, salesDetail, salesSeparator, salesTargetTable], "card", "column", "m")
+salesHeader = CardHeader("Sales today vs target", "1. Sales today against target")
+salesProgress = Progress(76, "76% of daily target")
+salesText = TextContent("**$13,740** sold of **$18,000** target • **$4,260** to close gap • Pace: ahead of yesterday by +6.2%", "large")
+salesDetail = TextContent("Closes at 9 PM • 5.2 hrs remaining • Need $819/hr to hit target", "small")
+salesSeparator = Separator("horizontal", true)
+salesTargetTable = Table([salesMetricCol, salesValueCol])
+salesMetricCol = Col("Metric", ["Sales today", "Daily target", "Yesterday same time", "Projected close"])
+salesValueCol = Col("Value", ["$13,740", "$18,000", "$12,940", "$17,850"])
+basketCard = Card([basketHeader, basketValue, basketTrend, basketSeparator, basketTable], "card", "column", "m")
+basketHeader = CardHeader("Average basket size", "6. Average items & value per transaction")
+basketValue = TextContent("**$47.20** per basket • **2.4 items** avg", "large-heavy")
+basketTrend = TextContent("↑ +5.4% vs yesterday ($44.80) • ↑ +2.1% vs last week avg ($46.22)", "small")
+basketSeparator = Separator("horizontal", true)
+basketTable = Table([basketMetricCol, basketTodayCol, basketYesterdayCol])
+basketMetricCol = Col("Measure", ["Avg basket value", "Items per basket", "Transactions today"])
+basketTodayCol = Col("Today", ["$47.20", "2.4", "291"])
+basketYesterdayCol = Col("Yesterday", ["$44.80", "2.2", "289"])
+returnsCard = Card([returnsHeader, returnsValue, returnsChart, returnsText], "card", "column", "m")
+returnsHeader = CardHeader("Returns this week", "7. Returns Mon–Sun")
+returnsValue = TextContent("**36 returns** this week • **$1,840** value • vs 41 last week (-12%)", "large")
+returnsChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [returnsSeries], "grouped", "Day", "Returns")
+returnsSeries = Series("Returns", [4, 7, 5, 3, 6, 9, 2])
+returnsText = TextContent("Top reason: Size exchange (42%) • Highest day: Saturday", "small")
+trafficRow = Card([trafficCard, weekCompareCard], "clear", "row", "m", "stretch", "start", true)
+trafficCard = Card([trafficHeader, trafficChart, trafficCallout], "card", "column", "m")
+trafficHeader = CardHeader("Foot traffic through the day", "2. Live door counter — 9 AM to 8 PM")
+trafficChart = AreaChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM", "7 PM", "8 PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [45, 78, 112, 145, 168, 195, 210, 185, 142, 98, 65, 38])
+trafficCallout = TextCallout("info", "Peak at 3 PM — 210 visitors", "Current: 98 at 6 PM • Total today: 1,481 • +11% vs yesterday")
+weekCompareCard = Card([weekCompareHeader, weekCompareChart, weekCompareText], "card", "column", "m")
+weekCompareHeader = CardHeader("This week vs last week", "12. Sales comparison — Mon to Sun")
+weekCompareChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [weekThisSeries, weekLastSeries], "grouped", "Day", "Sales $")
+weekThisSeries = Series("This week", [12400, 13740, 14200, 15100, 18300, 19800, 11200])
+weekLastSeries = Series("Last week", [11800, 12900, 13500, 14000, 17500, 18900, 10800])
+weekCompareText = TextContent("Week-to-date: **$73,540** vs $69,700 last week (+5.5%) • Best day: Saturday $19,800", "small")
+sellersStockRow = Card([bestSellersCard, stockCard], "clear", "row", "m", "stretch", "start", true)
+bestSellersCard = Card([bestSellersHeader, bestSellersChart, bestSellersTable], "card", "column", "m")
+bestSellersHeader = CardHeader("Best sellers today", "3. Units sold per SKU")
+bestSellersChart = HorizontalBarChart(["Vintage Denim Jacket", "Organic Cotton Tee", "Leather Crossbody", "Wool Beanie", "Canvas Tote"], [bestSellersSeries], "grouped", "Units", "Product")
+bestSellersSeries = Series("Units", [42, 38, 31, 27, 24])
+bestSellersTable = Table([bestColProduct, bestColUnits, bestColRevenue])
+bestColProduct = Col("Product", ["Vintage Denim Jacket", "Organic Cotton Tee", "Leather Crossbody", "Wool Beanie", "Canvas Tote"])
+bestColUnits = Col("Units", ["42", "38", "31", "27", "24"])
+bestColRevenue = Col("Revenue", ["$3,780", "$1,140", "$4,030", "$945", "$720"])
+stockCard = Card([stockHeader, stockCallout, stockTable], "card", "column", "m")
+stockHeader = CardHeader("Items out of stock", "4. Requires immediate reorder")
+stockCallout = Callout("warning", "4 SKUs at zero on hand", "2 have pending online orders. Use reorder form below.")
+stockTable = Table([stockColItem, stockColCategory, stockColLastSold, stockColAction])
+stockColItem = Col("Item", ["Denim Jacket - Black / M", "Wool Beanie - Oatmeal", "Leather Belt - Cognac 32", "Canvas Tote - Natural"])
+stockColCategory = Col("Category", ["Outerwear", "Accessories", "Accessories", "Bags"])
+stockColLastSold = Col("Last sold", ["Today 2:14 PM", "Today 11:30 AM", "Yesterday 6:05 PM", "Yesterday 4:20 PM"])
+stockColAction = Col("Action", ["Reorder", "Reorder", "Reorder", "Reorder"], "action")
+reorderCard = Card([reorderHeader, reorderForm], "card", "column", "m")
+reorderHeader = CardHeader("Reorder an item", "10. Create purchase order for out-of-stock SKUs")
+reorderForm = Form("reorder-form", reorderFormButtons, [reorderItemField, reorderQtyField, reorderSupplierField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect, "Choose from out-of-stock list or any catalog item")
+reorderItemSelect = Select("reorder_item", [reorderOpt1, reorderOpt2, reorderOpt3, reorderOpt4], "Select item")
+reorderOpt1 = SelectItem("denim_black_m", "Denim Jacket - Black / M (0 on hand)")
+reorderOpt2 = SelectItem("beanie_oatmeal", "Wool Beanie - Oatmeal (0 on hand)")
+reorderOpt3 = SelectItem("belt_cognac_32", "Leather Belt - Cognac 32 (0 on hand)")
+reorderOpt4 = SelectItem("tote_natural", "Canvas Tote - Natural (0 on hand)")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Suggested: 24 based on 7-day velocity")
+reorderQtyInput = Input("quantity", "e.g. 24", "number")
+reorderSupplierField = FormControl("Supplier", reorderSupplierSelect)
+reorderSupplierSelect = Select("supplier", [reorderSupp1, reorderSupp2], "Select supplier")
+reorderSupp1 = SelectItem("acme_apparel", "Acme Apparel Co. — 2-day lead")
+reorderSupp2 = SelectItem("northwest_goods", "Northwest Goods — 5-day lead")
+reorderFormButtons = Buttons([reorderBtn, reorderCancelBtn])
+reorderBtn = Button("Send reorder request", null, "primary")
+reorderCancelBtn = Button("Clear", null, "tertiary")
+teamOpsRow = Card([shiftCard, registersCard], "clear", "row", "m", "stretch", "start", true)
+shiftCard = Card([shiftHeader, shiftList, shiftCallout], "card", "column", "m")
+shiftHeader = CardHeader("Who is on shift today", "5. Roster — Tue Aug 18")
+shiftList = ListBlock([shift1, shift2, shift3, shift4, shift5, shift6])
+shift1 = ListItem("Maya Chen — Floor Lead", "7:00 AM – 3:30 PM • Registers • Break: 11:30 AM", null, "On floor")
+shift2 = ListItem("Jonah Park — Sales Associate", "9:00 AM – 6:00 PM • Fitting rooms • Break: 1:00 PM", null, "On floor")
+shift3 = ListItem("Sofia Reyes — Stock & Visual", "8:00 AM – 4:00 PM • Back of house", null, "On break")
+shift4 = ListItem("Devon Carter — Cashier", "10:00 AM – 7:00 PM • Register 1", null, "On floor")
+shift5 = ListItem("Priya Nair — Sales Associate", "12:00 PM – 8:00 PM • Floor", null, "Starting soon")
+shift6 = ListItem("Alex Rivera — Manager", "9:00 AM – 9:00 PM • All areas", null, "On duty")
+shiftCallout = TextCallout("neutral", "Coverage: 6 on duty • 1 on break • Next shift: Priya at 12 PM", "No call-outs • Overtime: 0 hrs")
+registersCard = Card([registersHeader, registersTable, registersCallout], "card", "column", "m")
+registersHeader = CardHeader("Registers", "9. Each register and whether it is open")
+registersTable = Table([regColRegister, regColStatus, regColCashier, regColTransactions])
+regColRegister = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4 — Self-checkout"])
+regColStatus = Col("Status", ["OPEN", "OPEN", "CLOSED", "OPEN"])
+regColCashier = Col("Cashier", ["Devon Carter", "Maya Chen", "—", "Unattended"])
+regColTransactions = Col("Tx today", ["87", "74", "0", "130"])
+registersCallout = TextCallout("success", "3 of 4 registers open", "Register 3 closed for cash count until 6:30 PM • Self-checkout: 130 transactions")
+promoSection = Card([promoHeader, promoTable, promoChart, promoText], "card", "column", "m")
+promoHeader = CardHeader("Running promotions", "8. How each promotion is doing today")
+promoTable = Table([promoColName, promoColRedemptions, promoColRevenue, promoColLift])
+promoColName = Col("Promotion", ["Summer Clearance 30% Off", "BOGO Tees", "Loyalty Double Points"])
+promoColRedemptions = Col("Redemptions", ["112", "89", "203"])
+promoColRevenue = Col("Revenue", ["$4,820", "$2,310", "$1,950"])
+promoColLift = Col("Lift vs base", ["+18%", "+12%", "+8%"])
+promoChart = HorizontalBarChart(["Summer Clearance", "BOGO Tees", "Double Points"], [promoSeries], "grouped", "Revenue $", "Promo")
+promoSeries = Series("Revenue", [4820, 2310, 1950])
+promoText = TextContent("Best performer: Summer Clearance (112 uses, $43 avg discount) • Double Points drove 203 visits but lower basket", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..5f47d5840
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r1.txt
@@ -0,0 +1,96 @@
+root = Card([header, controls, kpiGrid, utilizationCard, signupsSection, splitAdoptionRow, topSection, riskSection, failedSection], "card", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, growth, risk and adoption — updated 2 hours ago • All figures USD")
+controls = Card([periodForm, inviteDialog], "clear", "row", "m", "center", "between", true)
+periodForm = Form("reporting-period", periodButtons, [periodField, compareField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [pThisMonth, pLastMonth, pLastQuarter, pYTD], "Select period", null, "this_month")
+pThisMonth = SelectItem("this_month", "This month (Aug 2026)")
+pLastMonth = SelectItem("last_month", "Last month (Jul 2026)")
+pLastQuarter = SelectItem("last_quarter", "Last quarter (Q2 2026)")
+pYTD = SelectItem("ytd", "Year to date")
+compareField = FormControl("Compare to", compareSelect, "Applies to MRR, ARR and churn")
+compareSelect = Select("compare", [cPrev, cYear], "Comparison", null, "prev_period")
+cPrev = SelectItem("prev_period", "Previous period")
+cYear = SelectItem("prev_year", "Same period last year")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Apply period", null, "secondary")
+inviteDialog = DialogBlock("Invite another admin", "Invite another admin", "Grant admin access to this workspace. Invited admins get full billing and customer data access.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Admin email", inviteEmailInput, "Invite sent via email with 7-day expiry")
+inviteEmailInput = Input("invite_email", "alex@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("invite_role", [roleAdmin, roleOwner], "Select role", null, "admin")
+roleAdmin = SelectItem("admin", "Admin — Full access")
+roleOwner = SelectItem("owner", "Owner — Billing + team management")
+inviteButtons = Buttons([inviteSendBtn, inviteCancelBtn])
+inviteSendBtn = Button("Send invite", null, "primary")
+inviteCancelBtn = Button("Cancel", null, "tertiary")
+kpiGrid = Card([mrrCard, arrCard, churnCard, npsCard], "clear", "row", "m", "stretch", "between", true)
+mrrCard = Card([mrrLabel, mrrValue, mrrBadge, mrrSub], "sunk", "column", "s", "start", "start")
+mrrLabel = TextContent("Monthly Recurring Revenue", "small")
+mrrValue = Heading("$847,200", "h2")
+mrrBadge = Badge("+4.2% vs last month", "secondary")
+mrrSub = TextContent("MRR • Aug 2026 • $812,400 last month", "small")
+arrCard = Card([arrLabel, arrValue, arrBadge, arrSub], "sunk", "column", "s", "start", "start")
+arrLabel = TextContent("Annual Recurring Revenue", "small")
+arrValue = Heading("$10.17M", "h2")
+arrBadge = Badge("+19.6% YoY", "secondary")
+arrSub = TextContent("ARR = MRR × 12 • $8.50M Aug 2025", "small")
+churnCard = Card([churnLabel, churnValue, churnBadge, churnSub], "sunk", "column", "s", "start", "start")
+churnLabel = TextContent("Churn this month", "small")
+churnValue = Heading("2.8%", "h2")
+churnBadge = Badge("38 customers • $23,720 MRR lost", "destructive")
+churnSub = TextContent("Gross churn • Net churn 1.9% after expansions", "small")
+npsCard = Card([npsLabel, npsValue, npsBadge, npsSub], "sunk", "column", "s", "start", "start")
+npsLabel = TextContent("Current NPS", "small")
+npsValue = Heading("62", "h2")
+npsBadge = Badge("Excellent • +5 vs last quarter", "secondary")
+npsSub = TextContent("Promoters 71% • Passives 20% • Detractors 9% • n=1,842", "small")
+utilizationCard = Card([utilHeader, utilProgress, utilDetail, utilCallout], "sunk", "column", "s")
+utilHeader = CardHeader("Seat utilization across the company", "All active paid accounts • 8,421 customers")
+utilProgress = Progress(74, "74% utilized — 18,420 / 24,900 seats")
+utilDetail = TextContent("6,480 seats available • 92% of accounts under 85% utilization • 147 accounts over 95% (upsell opportunity)", "small")
+utilCallout = TextCallout("info", "Capacity healthy", "Utilization up from 71% last month. Enterprise accounts average 81% utilization vs 62% for Starter.")
+signupsSection = Card([signupsHeader, signupsChart, signupsCallout], "card", "column", "m")
+signupsHeader = CardHeader("New signups — past 90 days", "1,284 new customers • +18% vs prior 90 days • Avg 14.3 / day")
+signupsChart = AreaChart(["May 20", "May 27", "Jun 03", "Jun 10", "Jun 17", "Jun 24", "Jul 01", "Jul 08", "Jul 15", "Jul 22", "Jul 29", "Aug 05", "Aug 12"], [signupsSeries], "natural", "Week", "Signups")
+signupsSeries = Series("New signups", [68, 72, 81, 94, 88, 102, 115, 98, 107, 121, 109, 118, 111])
+signupsCallout = TextCallout("success", "Growth accelerating", "Last 30 days averaged 112 signups/week vs 84/week in prior 30 days. Pro plan drove 61% of new signups.")
+splitAdoptionRow = Card([planCard, adoptionCard], "clear", "row", "m", "stretch", "between", true)
+planCard = Card([planHeader, planChart, planStats], "sunk", "column", "m")
+planHeader = CardHeader("Customers split by plan", "8,421 total customers")
+planChart = PieChart(["Starter", "Pro", "Enterprise", "Free"], [3537, 2947, 1516, 421], "donut", "circular")
+planStats = TextContent("Starter $29/mo — 42% • Pro $99/mo — 35% • Enterprise $399+/mo — 18% • Free — 5%. Enterprise drives 64% of MRR.", "small")
+adoptionCard = Card([adoptionHeader, adoptionChart, adoptionNote], "sunk", "column", "m")
+adoptionHeader = CardHeader("Adoption — 3 newest features", "Active use in last 30 days • % of eligible customers")
+adoptionChart = HorizontalBarChart(["AI Assistant", "Workflow Automations", "SSO Enforcement"], [adoptionSeries], "grouped", "Adoption %", "Feature")
+adoptionSeries = Series("Adoption", [34, 51, 68])
+adoptionNote = TextContent("Launched: SSO Enforcement (May 2026) • Automations (Jun 2026) • AI Assistant (Jul 2026). SSO at 68% — fastest enterprise rollout to date.", "small")
+topSection = Card([topHeader, topTable], "card", "column", "m")
+topHeader = CardHeader("Ten largest customers", "By monthly spend • Seats and spend per account • 31% of total MRR")
+topTable = Table([topCustomerCol, topPlanCol, topSeatsCol, topSpendCol, topUtilCol])
+topCustomerCol = Col("Customer", ["Acme Corp", "Stark Industries", "Globex Inc", "Massive Dynamic", "Umbrella Co", "Cyberdyne Systems", "Initech LLC", "Wonka Enterprises", "Oscorp Ltd", "Soylent Corp"])
+topPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Enterprise", "Pro", "Pro", "Pro", "Pro"])
+topSeatsCol = Col("Seats", [1240, 1100, 980, 890, 850, 720, 620, 540, 510, 480])
+topSpendCol = Col("Monthly spend", ["$48,200", "$44,900", "$41,750", "$38,600", "$36,400", "$31,200", "$28,900", "$24,300", "$22,700", "$21,800"])
+topUtilCol = Col("Seat util.", ["89%", "92%", "77%", "84%", "81%", "76%", "88%", "71%", "69%", "74%"])
+riskSection = Card([riskHeader, riskTable, riskCallout], "card", "column", "m")
+riskHeader = CardHeader("Accounts at risk", "12 flagged • Health score < 60 or usage drop >30% • $94k MRR exposed")
+riskTable = Table([riskAccountCol, riskPlanCol, riskReasonCol, riskHealthCol, riskMrrCol])
+riskAccountCol = Col("Account", ["Nimbus Labs", "Acme Corp — Expansion", "Vandelay Industries", "Initech LLC", "Bluth Company", "Soylent Corp"])
+riskPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Pro", "Pro", "Starter", "Pro"])
+riskReasonCol = Col("Reason", ["Usage -38% + 2 failed payments", "Champion left • No admin login 21d", "Seats -42% • Support tickets +300%", "NPS 2 • Renewal in 18 days", "Payment past due 14d • Usage -31%", "Feature adoption 0% • Health drop"])
+riskHealthCol = Col("Health", [42, 45, 48, 51, 53, 55])
+riskMrrCol = Col("MRR at risk", ["$18,400", "$22,100", "$8,900", "$12,200", "$1,800", "$6,700"])
+riskCallout = Callout("warning", "Immediate attention needed", "4 Enterprise accounts at risk. CSM outreach overdue for Nimbus Labs and Vandelay. Auto-renewal risk for Initech LLC on Aug 30.")
+failedSection = Card([failedHeader, failedList, failedCallout], "card", "column", "m")
+failedHeader = CardHeader("Failed payments", "7 failures in last 7 days • $14,320 total • Retry individually")
+failedList = ListBlock([failedItem1, failedItem2, failedItem3, failedItem4, failedItem5, failedItem6, failedItem7])
+failedItem1 = ListItem("Nimbus Labs — $4,200", "Failed Aug 17 • Card expired • Enterprise • Attempt 2/3", null, "Retry")
+failedItem2 = ListItem("Bluth Company — $299", "Failed Aug 16 • Insufficient funds • Starter • Attempt 1/3", null, "Retry")
+failedItem3 = ListItem("Vandelay Industries — $1,890", "Failed Aug 16 • Card declined • Pro • Attempt 2/3", null, "Retry")
+failedItem4 = ListItem("Wonka Enterprises — $2,430", "Failed Aug 15 • Authentication required • Pro • Attempt 1/3", null, "Retry")
+failedItem5 = ListItem("Initech LLC — $3,120", "Failed Aug 14 • Card expired • Pro • Attempt 3/3 — Final", null, "Retry")
+failedItem6 = ListItem("Soylent Corp — $1,180", "Failed Aug 13 • Insufficient funds • Pro • Attempt 2/3", null, "Retry")
+failedItem7 = ListItem("Gekko & Co — $1,201", "Failed Aug 12 • Do not honor • Starter • Attempt 1/3", null, "Retry")
+failedCallout = TextCallout("neutral", "Retry logic", "Retries use Stripe Smart Retries. Successful retries clear automatically within 5 minutes and restore seat access. Bulk retry available via Actions.")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..5318376d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r2.txt
@@ -0,0 +1,107 @@
+root = Card([header, controlsCard, kpiGrid, signupsCard, plansAdoptionCard, largestCard, riskFailedCard, utilNpsCard], "clear", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, growth, risk & adoption — unified control center")
+controlsCard = Card([periodForm, inviteDialog], "card", "row", "m", "center", "between")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Applies to MRR, churn, signups and NPS")
+periodSelect = Select("period", [period30, period90, periodQ, periodY], "Last 90 days", null, "90d")
+period30 = SelectItem("30d", "Last 30 days")
+period90 = SelectItem("90d", "Last 90 days")
+periodQ = SelectItem("qtd", "Quarter to date")
+periodY = SelectItem("ytd", "Year to date")
+periodButtons = Buttons([periodApplyBtn])
+periodApplyBtn = Button("Apply", null, "primary")
+inviteDialog = DialogBlock("Invite admin", "Invite another admin", "Add a teammate with full dashboard access. They'll receive an email invite.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteNameField, inviteEmailField, inviteRoleField])
+inviteNameField = FormControl("Full name", inviteNameInput)
+inviteNameInput = Input("invite_name", "Alex Morgan")
+inviteEmailField = FormControl("Work email", inviteEmailInput, "They'll receive an admin invite email")
+inviteEmailInput = Input("invite_email", "alex@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("invite_role", [roleAdmin, roleBilling, roleSupport], "Select role")
+roleAdmin = SelectItem("admin", "Admin — full access")
+roleBilling = SelectItem("billing", "Billing admin")
+roleSupport = SelectItem("support", "Support admin")
+inviteButtons = Buttons([inviteSubmitBtn, inviteCancelBtn])
+inviteSubmitBtn = Button("Send invite", null, "primary")
+inviteCancelBtn = Button("Cancel", null, "tertiary")
+kpiGrid = Card([mrrCard, arrCard, churnCard, npsCard], "clear", "row", "m", "stretch", "between")
+mrrCard = Card([mrrLabel, mrrValue, mrrChange, mrrBadge], "sunk", "column", "xs", "start", "start")
+mrrLabel = TextContent("Monthly Recurring Revenue", "small")
+mrrValue = TextContent("$847,200", "large-heavy")
+mrrChange = TextContent("+$34,100 vs last month", "small")
+mrrBadge = Badge("+4.2% vs last month", "secondary")
+arrCard = Card([arrLabel, arrValue, arrSub, arrBadge], "sunk", "column", "xs", "start", "start")
+arrLabel = TextContent("Annual Recurring Revenue", "small")
+arrValue = TextContent("$10.17M", "large-heavy")
+arrSub = TextContent("MRR × 12 · On target for $10.5M goal", "small")
+arrBadge = Badge("On target", "default")
+churnCard = Card([churnLabel, churnValue, churnSub, churnBadge], "sunk", "column", "xs", "start", "start")
+churnLabel = TextContent("Churn — This Month", "small")
+churnValue = TextContent("2.8%", "large-heavy")
+churnSub = TextContent("42 accounts · $23,700 MRR lost", "small")
+churnBadge = Badge("-0.4% vs last month", "secondary")
+npsCard = Card([npsLabel, npsValue, npsSub, npsBadge], "sunk", "column", "xs", "start", "start")
+npsLabel = TextContent("Current NPS", "small")
+npsValue = TextContent("62", "large-heavy")
+npsSub = TextContent("58% promoters · 16% detractors", "small")
+npsBadge = Badge("Excellent", "default")
+signupsCard = Card([signupsHeader, signupsChart, signupsNote], "card", "column", "m", "stretch", "start")
+signupsHeader = CardHeader("New Signups — Past 90 Days", "1,124 signups · +18% vs prior 90d · Reporting period: Last 90 days")
+signupsChart = AreaChart(signupLabels, [signupSeries], "natural", "Week", "Signups")
+signupLabels = ["Mar 18", "Mar 25", "Apr 1", "Apr 8", "Apr 15", "Apr 22", "Apr 29", "May 6", "May 13", "May 20", "May 27", "Jun 3", "Jun 10"]
+signupSeries = Series("New signups", [42, 58, 61, 73, 68, 81, 94, 88, 102, 97, 115, 108, 122])
+signupsNote = TextContent("Peak week Jun 10 with 122 signups driven by Spring Launch campaign.", "small")
+plansAdoptionCard = Card([planSplitCard, adoptionCard], "clear", "row", "m", "stretch", "between")
+planSplitCard = Card([planHeader, planPie, planLegend], "card", "column", "m", "stretch", "start")
+planHeader = CardHeader("Customers by Plan", "2,705 total customers")
+planPie = PieChart(planLabels, planValues, "donut", "circular")
+planLabels = ["Starter", "Growth", "Scale", "Enterprise"]
+planValues = [1240, 860, 420, 185]
+planLegend = TextContent("Starter 45.8% · Growth 31.8% · Scale 15.5% · Enterprise 6.8% — Growth fastest growing +12% QoQ", "small")
+adoptionCard = Card([adoptionHeader, adoptionChart, adoptionNote], "card", "column", "m", "stretch", "start")
+adoptionHeader = CardHeader("Newest Features — Adoption", "% of active customers using feature")
+adoptionChart = HorizontalBarChart(adoptionLabels, [adoptionSeries], "grouped", "% Adopted", "Feature")
+adoptionLabels = ["AI Assistant (Apr)", "Workflows v2 (May)", "SSO Insights (Jun)"]
+adoptionSeries = Series("Adoption", [68, 42, 27])
+adoptionNote = TextContent("AI Assistant reached 68% in 60 days. SSO Insights launched 2 weeks ago — early adopters are Enterprise.", "small")
+largestCard = Card([largestHeader, largestTable, largestFooter], "card", "column", "m", "stretch", "start")
+largestHeader = CardHeader("Top 10 Largest Customers", "Seats and monthly spend per account")
+largestTable = Table([largestCustCol, largestSeatsCol, largestSpendCol, largestPlanCol])
+largestCustCol = Col("Customer", ["Acme Corp", "Globex Inc", "Initech LLC", "Umbrella Co", "Soylent Corp", "Stark Industries", "Wayne Enterprises", "Cyberdyne Systems", "Massive Dynamic", "Wonka Industries"])
+largestSeatsCol = Col("Seats", ["1,240", "980", "850", "720", "640", "580", "510", "480", "450", "410"])
+largestSpendCol = Col("Monthly Spend", ["$18,600", "$14,700", "$12,750", "$10,800", "$9,600", "$8,700", "$7,650", "$7,200", "$6,750", "$6,150"])
+largestPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Scale", "Scale", "Scale", "Growth", "Growth", "Growth", "Scale", "Growth"])
+largestFooter = TextContent("Top 10 = 18.4% of total MRR. Average seats per top account: 686.", "small")
+riskFailedCard = Card([riskCard, failedCard], "clear", "row", "m", "stretch", "between")
+riskCard = Card([riskHeader, riskTable, riskCallout], "card", "column", "m", "stretch", "start")
+riskHeader = CardHeader("Accounts at Risk", "5 accounts flagged by health model")
+riskTable = Table([riskCustCol, riskPlanCol, riskReasonCol, riskScoreCol])
+riskCustCol = Col("Account", ["Northwind Traders", "Contoso Ltd", "Adventure Works", "Fabrikam Inc", "Tailspin Toys"])
+riskPlanCol = Col("Plan", ["Growth", "Scale", "Enterprise", "Starter", "Growth"])
+riskReasonCol = Col("Reason", ["Usage -42% last 30d", "No admin login 21d", "8 open support tickets", "Payment failed 2x", "68% seats unused"])
+riskScoreCol = Col("Health", ["32", "41", "38", "27", "45"])
+riskCallout = Callout("warning", "Action needed", "Fabrikam Inc health 27 — CSM assigned. Review in next 48h.")
+failedCard = Card([failedHeader, failedTable, failedNote], "card", "column", "m", "stretch", "start")
+failedHeader = CardHeader("Failed Payments", "Requires retry — 5 invoices")
+failedTable = Table([failedCustCol, failedAmountCol, failedDateCol, failedReasonCol, failedActionCol])
+failedCustCol = Col("Customer", ["Bluth Company", "Dunder Mifflin", "Gekko & Co", "Oscorp", "Weyland Corp"])
+failedAmountCol = Col("Amount", ["$2,400", "$1,150", "$4,800", "$890", "$3,200"])
+failedDateCol = Col("Failed On", ["Jun 12", "Jun 11", "Jun 10", "Jun 09", "Jun 08"])
+failedReasonCol = Col("Reason", ["Card expired", "Insufficient funds", "Card declined", "Bank error", "Card expired"])
+failedActionCol = Col("Action", ["Retry", "Retry", "Retry", "Retry", "Retry"], "action")
+failedNote = TextContent("Click Retry to re-attempt charge. Expired cards auto-email customer with update link.", "small")
+utilNpsCard = Card([utilCard, npsDetailCard], "clear", "row", "m", "stretch", "between")
+utilCard = Card([utilHeader, utilProgress, utilChart, utilNote], "card", "column", "m", "stretch", "start")
+utilHeader = CardHeader("Seat Utilization", "Company-wide license usage")
+utilProgress = Progress(78, "78% utilized — 6,568 of 8,420 seats active")
+utilChart = HorizontalBarChart(utilLabels, [utilSeries], "grouped", "Utilization %", "Plan")
+utilLabels = ["Enterprise", "Scale", "Growth", "Starter"]
+utilSeries = Series("Utilization", [84, 79, 71, 62])
+utilNote = TextContent("Starter has lowest utilization (62%). Opportunity to drive activation or down-sell.", "small")
+npsDetailCard = Card([npsDetailHeader, npsPie, npsProgress, npsNote], "card", "column", "m", "stretch", "start")
+npsDetailHeader = CardHeader("NPS Breakdown", "Score 62 · 412 responses this quarter")
+npsPie = PieChart(npsLabels, npsValues, "donut", "circular")
+npsLabels = ["Promoters (9-10)", "Passives (7-8)", "Detractors (0-6)"]
+npsValues = [58, 26, 16]
+npsProgress = Progress(62, "NPS 62 — Excellent (50+ excellent, 70+ world-class)")
+npsNote = TextContent("NPS up +5 vs last quarter. Detractors cite onboarding complexity — fix in progress.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..7282f3f84
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r3.txt
@@ -0,0 +1,74 @@
+root = Card([header, controlsRow, kpiTable, churnCallout, signupsHeader, signupsChart, planAndNpsRow, utilCard, largestHeader, largestTable, riskHeader, riskTable, failedHeader, failedTable, adoptionHeader, adoptionChart, adoptionText], "clear", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, growth, health and risk — all in one view. Data refreshed 5 minutes ago · Reporting period: Last 30 days")
+controlsRow = Card([periodForm, inviteDialog], "sunk", "row", "m", "center", "between", true)
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Applies to MRR, ARR, churn and signups")
+periodSelect = Select("period", [p7, p30, p90, p12m, pqtd, pytd], "Last 30 days", null, "30d", "small")
+p7 = SelectItem("7d", "Last 7 days")
+p30 = SelectItem("30d", "Last 30 days")
+p90 = SelectItem("90d", "Last 90 days")
+p12m = SelectItem("12m", "Last 12 months")
+pqtd = SelectItem("qtd", "Quarter to date")
+pytd = SelectItem("ytd", "Year to date")
+periodButtons = Buttons([applyBtn])
+applyBtn = Button("Apply period", null, "primary", "normal", "small")
+inviteDialog = DialogBlock("Invite admin", "Invite another admin", "They'll receive an email with workspace access and SSO setup.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "alex@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleSupport], "Select role")
+roleAdmin = SelectItem("admin", "Admin — Full access")
+roleBilling = SelectItem("billing", "Billing Admin")
+roleSupport = SelectItem("support", "Support Admin")
+inviteButtons = Buttons([sendInviteBtn, cancelInviteBtn])
+sendInviteBtn = Button("Send invite", null, "primary")
+cancelInviteBtn = Button("Cancel", null, "tertiary")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiChangeCol, kpiStatusCol])
+kpiMetricCol = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn this month", "Net Revenue Retention"])
+kpiValueCol = Col("Current", ["$482,300", "$5.79M", "2.8% · $13.5k churned", "108.4%"])
+kpiChangeCol = Col("vs Last Period", ["+4.2% MoM", "+4.2% MoM", "-0.4pp vs Jun (2.4%)", "+1.1pp QoQ"])
+kpiStatusCol = Col("Status", ["Healthy", "On target", "Watch", "Strong"])
+churnCallout = Callout("warning", "Churn this month: 2.8%", "18 accounts churned ($13.5k MRR). 6 downgrades on Starter + 4 failed-payment cancellations. Up from 2.4% last month.")
+signupsHeader = CardHeader("New signups — past 90 days", "1,247 new customers in last 90 days · +12% vs prior 90d · Avg 96 / week")
+signupsChart = LineChart(["Apr 15", "Apr 22", "Apr 29", "May 06", "May 13", "May 20", "May 27", "Jun 03", "Jun 10", "Jun 17", "Jun 24", "Jul 01", "Jul 08"], [signupsSeries], "natural", "Week", "Signups")
+signupsSeries = Series("New signups", [78, 92, 85, 110, 102, 118, 95, 132, 124, 108, 115, 88, 100])
+planAndNpsRow = Card([planChartCard, npsCard], "clear", "row", "m", "stretch", "between", true)
+planChartCard = Card([planHeader, planPie, planLegend], "sunk", "column", "m")
+planHeader = CardHeader("Customers by plan", "2,841 active customers")
+planPie = PieChart(["Starter", "Growth", "Enterprise", "Custom"], [1245, 892, 512, 192], "donut", "circular")
+planLegend = TextContent("Starter 43.8% · Growth 31.4% · Enterprise 18.0% · Custom 6.8% — Enterprise drives 61% of MRR despite 18% of logos.", "small")
+npsCard = Card([npsHeader, npsRadial, npsProgress, npsDetail], "sunk", "column", "m")
+npsHeader = CardHeader("Current NPS", "412 responses in reporting period · Response rate 31%")
+npsRadial = RadialChart(["Promoters", "Passives", "Detractors"], [68, 22, 10])
+npsProgress = Progress(62, "NPS 62 — Excellent (+5 vs last quarter)")
+npsDetail = TextContent("Promoters 68% · Passives 22% · Detractors 10% · CSAT 4.6/5 linked", "small")
+utilCard = Card([utilHeader, utilProgress, utilBar, utilText], "sunk", "column", "m")
+utilHeader = CardHeader("Seat utilization — across the company", "Company-wide license usage")
+utilProgress = Progress(78, "78% of purchased seats are active")
+utilBar = SingleStackedBarChart(["Used seats", "Available seats"], [78240, 22030])
+utilText = TextContent("78,240 used of 100,270 purchased seats · 22,030 seats available · Avg 35 seats / customer · Utilization +12% MoM", "small")
+largestHeader = CardHeader("Ten largest customers", "By monthly spend · Seats and spend per account")
+largestTable = Table([custNameCol, custPlanCol, custSeatsCol, custSpendCol, custTrendCol])
+custNameCol = Col("Customer", ["Acme Corp", "Globex Ltd", "Initech Systems", "Umbrella Co", "Stark Industries", "Wayne Enterprises", "Cyberdyne LLC", "Wonka Industries", "Massive Dynamic", "Oscorp Inc"])
+custPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Custom", "Enterprise", "Growth", "Custom", "Enterprise", "Growth", "Enterprise", "Growth"])
+custSeatsCol = Col("Seats", ["1,240", "980", "1,850", "760", "540", "1,100", "620", "480", "710", "390"])
+custSpendCol = Col("Monthly spend", ["$18,400", "$16,200", "$15,900", "$14,750", "$12,300", "$11,850", "$10,900", "$9,600", "$9,450", "$8,800"])
+custTrendCol = Col("Trend", ["↗ +3%", "→ 0%", "↗ +8%", "↘ -2%", "↗ +5%", "↗ +1%", "→ 0%", "↗ +4%", "↘ -1%", "↗ +6%"])
+riskHeader = CardHeader("Accounts at risk", "14 accounts flagged · 6 shown · Sorted by health score")
+riskTable = Table([riskAccountCol, riskPlanCol, riskHealthCol, riskReasonCol])
+riskAccountCol = Col("Account", ["Northwind Traders", "Contoso Ltd", "Fabrikam Inc", "AdventureWorks", "Tailspin Toys", "Litware Corp"])
+riskPlanCol = Col("Plan", ["Growth", "Starter", "Enterprise", "Growth", "Starter", "Enterprise"])
+riskHealthCol = Col("Health", ["42 / 100", "38 / 100", "51 / 100", "47 / 100", "35 / 100", "55 / 100"])
+riskReasonCol = Col("Reason", ["Usage down 64% · No login 21 days", "Failed payment ×3 · Support ticket open", "Champion left · Renewal in 18 days", "Seat utilization 22% · Downgrade intent", "NPS 2/10 · 4 open bugs", "Contract dispute · Expansion stalled"])
+failedHeader = CardHeader("Failed payments", "9 failures · $7,420 at risk · Retry each payment")
+failedTable = Table([failedCustCol, failedAmountCol, failedDateCol, failedAttemptsCol, failedActionCol])
+failedCustCol = Col("Customer", ["Contoso Ltd", "Tailspin Toys", "BlueSky Co", "Soylent Corp", "Gekko & Co", "Weyland-Yutani"])
+failedAmountCol = Col("Amount", ["$1,200", "$850", "$2,400", "$420", "$1,100", "$1,450"])
+failedDateCol = Col("Failed on", ["Jul 14", "Jul 13", "Jul 12", "Jul 11", "Jul 10", "Jul 09"])
+failedAttemptsCol = Col("Attempts", ["3", "2", "1", "2", "1", "3"])
+failedActionCol = Col("Action", ["Retry", "Retry", "Retry", "Retry", "Retry", "Retry"], "action")
+adoptionHeader = CardHeader("Adoption — three newest features", "Released in last 60 days · % of active customers using")
+adoptionChart = HorizontalBarChart(["AI Assistant", "Advanced SSO", "Usage Analytics v2"], [adoptionSeries], "grouped", "Adoption %", "Feature")
+adoptionSeries = Series("Adoption", [34, 52, 41])
+adoptionText = TextContent("Advanced SSO leads at 52% (1,477 customers). Usage Analytics v2 at 41% with +18% WoW growth. AI Assistant at 34% — fastest 0→30% ramp this year.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..c61a885a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b4-saas__r4.txt
@@ -0,0 +1,104 @@
+root = Card([headerRow, alertBanner, kpiRow, chartsRow1, chartsRow2, bottomSection], "clear", "column", "l", "stretch", "start")
+headerRow = Card([header, headerActions], "clear", "row", "m", "center", "between", true)
+header = CardHeader("Admin Overview", "Acme SaaS — Revenue, growth, and account health at a glance")
+headerActions = Card([periodForm, inviteDialog], "clear", "row", "m", "center", "end", true)
+periodForm = Form("period-form", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Applies to MRR, ARR, churn and signups")
+periodSelect = Select("period", [pLast30, pLast90, pQuarter, pYear], "Select period", null, "last-30", "small")
+pLast30 = SelectItem("last-30", "Last 30 days")
+pLast90 = SelectItem("last-90", "Last 90 days")
+pQuarter = SelectItem("quarter", "This quarter (Q1 2026)")
+pYear = SelectItem("year", "This year (2026)")
+periodButtons = Buttons([periodApplyBtn])
+periodApplyBtn = Button("Apply period", null, "secondary", null, "small")
+inviteDialog = DialogBlock("Invite Admin", "Invite another administrator", "Send a secure invite link valid for 7 days", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email address", inviteEmailInput, "They'll receive an invite link valid for 7 days")
+inviteEmailInput = Input("email", "admin@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleViewer], "Choose role")
+roleAdmin = SelectItem("admin", "Admin — Full access")
+roleBilling = SelectItem("billing", "Billing — Revenue & payments")
+roleViewer = SelectItem("viewer", "Viewer — Read-only")
+inviteButtons = Buttons([inviteSendBtn, inviteCancelBtn])
+inviteSendBtn = Button("Send invite", null, "primary")
+inviteCancelBtn = Button("Cancel", null, "tertiary")
+alertBanner = Alert("3 accounts need attention", "2 failed payments require retry and 1 at-risk Enterprise account (Orion Tech) has high churn risk.", "warning")
+kpiRow = Card([mrrCard, arrCard, churnCard, npsCard, seatCard], "clear", "row", "m", "stretch", "between", true)
+mrrCard = Card([mrrHeader, mrrValue, mrrSub, mrrBadge], "card", "column", "s", "start", "start")
+mrrHeader = CardHeader("Monthly Recurring Revenue", "MRR")
+mrrValue = TextContent("$342,800", "large-heavy")
+mrrSub = TextContent("+4.2% vs last month · $328,900 prev.", "small")
+mrrBadge = Badge("On target", "success")
+arrCard = Card([arrHeader, arrValue, arrSub, arrBadge], "card", "column", "s", "start", "start")
+arrHeader = CardHeader("Annual Recurring Revenue", "ARR")
+arrValue = TextContent("$4.11M", "large-heavy")
+arrSub = TextContent("MRR × 12 · Projected $4.38M by EOY", "small")
+arrBadge = Badge("↑ 18.4% YoY", "secondary")
+churnCard = Card([churnHeader, churnValue, churnSub, churnBadge], "card", "column", "s", "start", "start")
+churnHeader = CardHeader("Churn this month", "Revenue churn")
+churnValue = TextContent("3.2%", "large-heavy")
+churnSub = TextContent("11 customers · $11,240 MRR lost · 2.8% last month", "small")
+churnBadge = Badge("Watch", "destructive")
+npsCard = Card([npsHeader, npsValue, npsSub, npsProgress], "card", "column", "s", "start", "start")
+npsHeader = CardHeader("Current NPS", "Customer satisfaction")
+npsValue = TextContent("42", "large-heavy")
+npsSub = TextContent("Responses: 312 · Promoters 58% · Detractors 16%", "small")
+npsProgress = Progress(71, "NPS health 71/100")
+seatCard = Card([seatHeader, seatValue, seatSub, seatProgress], "card", "column", "s", "start", "start")
+seatHeader = CardHeader("Seat Utilization", "Across all customers")
+seatValue = TextContent("78.4%", "large-heavy")
+seatSub = TextContent("124,820 seats used of 159,200 provisioned", "small")
+seatProgress = Progress(78, "Utilized")
+chartsRow1 = Card([signupsCard, planCard], "clear", "row", "m", "stretch", "between", true)
+signupsCard = Card([signupsHeader, signupsChart, signupsNote], "card", "column", "m", "stretch", "start")
+signupsHeader = CardHeader("New Signups — Past 90 Days", "Daily signups aggregated weekly · Total 1,482")
+signupsChart = AreaChart(["Dec 23", "Dec 30", "Jan 6", "Jan 13", "Jan 20", "Jan 27", "Feb 3", "Feb 10", "Feb 17", "Feb 24", "Mar 2", "Mar 9", "Mar 16"], [signupsSeries], "natural", "Week", "Signups")
+signupsSeries = Series("Signups", [82, 94, 88, 112, 105, 128, 142, 118, 136, 124, 151, 138, 164])
+signupsNote = TextContent("Peak week Mar 16: 164 signups (+19% WoW). Reporting period controls this chart.", "small")
+planCard = Card([planHeader, planChart, planLegend], "card", "column", "m", "stretch", "start")
+planHeader = CardHeader("Customers by Plan", "2,412 total active customers")
+planChart = PieChart(["Enterprise", "Pro", "Starter", "Free"], [312, 860, 740, 500], "donut", "circular")
+planLegend = TextContent("Enterprise 12.9% · Pro 35.7% · Starter 30.7% · Free 20.7% — Pro is largest segment", "small")
+chartsRow2 = Card([adoptionCard, utilizationDetailCard], "clear", "row", "m", "stretch", "between", true)
+adoptionCard = Card([adoptionHeader, adoptionChart, adoptionNote], "card", "column", "m", "stretch", "start")
+adoptionHeader = CardHeader("Adoption — 3 Newest Features", "% of active customers using feature")
+adoptionChart = HorizontalBarChart(["AI Summaries", "Workflow Automations", "SSO Enforcement"], [adoptionSeries], "grouped", "Adoption %", "Feature")
+adoptionSeries = Series("Adoption", [34, 58, 71])
+adoptionNote = TextContent("Launched: AI Summaries (Jan 15), Automations (Feb 02), SSO Enforcement (Feb 28). SSO leads via Enterprise rollout.", "small")
+utilizationDetailCard = Card([utilHeader, utilGrid, utilProgressRow], "card", "column", "m", "stretch", "start")
+utilHeader = CardHeader("Seat Utilization Detail", "Breakdown by plan and overall health")
+utilGrid = Table([utilPlanCol, utilProvisionedCol, utilUsedCol, utilRateCol])
+utilPlanCol = Col("Plan", ["Enterprise", "Pro", "Starter", "Total"])
+utilProvisionedCol = Col("Provisioned", ["68,400", "52,800", "38,000", "159,200"])
+utilUsedCol = Col("Used", ["58,920", "39,600", "26,300", "124,820"])
+utilRateCol = Col("Utilization", ["86%", "75%", "69%", "78%"])
+utilProgressRow = Progress(78, "78.4% seats utilized · 34,380 seats available")
+bottomSection = Card([largestCard, riskAndFailedRow], "clear", "column", "m", "stretch", "start")
+largestCard = Card([largestHeader, largestTable], "card", "column", "m", "stretch", "start")
+largestHeader = CardHeader("Ten Largest Customers", "By monthly spend · Seats and MRR")
+largestTable = Table([lcCustomerCol, lcPlanCol, lcSeatsCol, lcSpendCol, lcTrendCol])
+lcCustomerCol = Col("Customer", ["Apex Dynamics", "Northwind Labs", "Stellar Systems", "Quantum Forge", "Atlas Corp", "Beacon Health", "Crest Industries", "Delta Logistics", "Evergreen Retail", "Flux Media"])
+lcPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Pro", "Enterprise", "Pro", "Enterprise", "Pro", "Pro", "Starter"])
+lcSeatsCol = Col("Seats", ["1,240", "980", "850", "720", "640", "580", "520", "480", "410", "380"])
+lcSpendCol = Col("MRR Spend", ["$18,400", "$14,200", "$12,850", "$9,600", "$8,900", "$7,400", "$6,950", "$5,800", "$5,200", "$3,100"])
+lcTrendCol = Col("Trend", ["↑ 6%", "→ 0%", "↑ 12%", "↑ 3%", "↓ 2%", "↑ 8%", "→ 0%", "↑ 4%", "↓ 1%", "↑ 9%"])
+riskAndFailedRow = Card([riskCard, failedCard], "clear", "row", "m", "stretch", "between", true)
+riskCard = Card([riskHeader, riskTable, riskCallout], "card", "column", "m", "stretch", "start")
+riskHeader = CardHeader("Accounts at Risk", "6 flagged by health score and usage drop")
+riskTable = Table([riskCustomerCol, riskScoreCol, riskReasonCol])
+riskCustomerCol = Col("Customer", ["Orion Tech", "Lumen Co", "Pinnacle Partners", "Harbor & Co", "Vela Solutions", "Nimbus Inc"])
+riskScoreCol = Col("Health", ["32 / 100", "41 / 100", "48 / 100", "51 / 100", "55 / 100", "58 / 100"])
+riskReasonCol = Col("Reason", ["Usage -42% in 14d + champion left", "Failed payment 2× + support tickets ↑", "Seats unused 61% + renewal in 12d", "NPS detractor + no login 21 days", "Contract downgrade requested", "Onboarding stalled — 38% activation"])
+riskCallout = Callout("warning", "Immediate action", "Orion Tech and Lumen Co are Enterprise — schedule executive check-in this week.")
+failedCard = Card([failedHeader, failedList, failedActions], "card", "column", "m", "stretch", "start")
+failedHeader = CardHeader("Failed Payments", "5 invoices need retry · $6,840 at risk")
+failedList = ListBlock([failed1, failed2, failed3, failed4, failed5])
+failed1 = ListItem("Lumen Co — $1,920", "Failed Mar 17 · Card expired · Invoice #2841", null, "Retry")
+failed2 = ListItem("Harbor & Co — $2,400", "Failed Mar 16 · Insufficient funds · Invoice #2839", null, "Retry")
+failed3 = ListItem("Nimbus Inc — $860", "Failed Mar 15 · Card declined · Invoice #2833", null, "Retry")
+failed4 = ListItem("Pinnacle Partners — $1,100", "Failed Mar 14 · Authentication required · Invoice #2828", null, "Retry")
+failed5 = ListItem("Tidewater LLC — $560", "Failed Mar 13 · Card expired · Invoice #2821", null, "Retry")
+failedActions = Buttons([retryAllBtn, viewBillingBtn])
+retryAllBtn = Button("Retry all failed", null, "primary")
+viewBillingBtn = Button("View billing log", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-city__r1.txt
new file mode 100644
index 000000000..ea66b8fe5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-city__r1.txt
@@ -0,0 +1,180 @@
+root = Card([header, calloutMain, topControls, mainTabs, followUpBlock], "card", "column", "l")
+header = CardHeader("City Operations Center — Central Command", "Tue 18 Aug · 14:32 UTC · Auto-refresh 30s · Operator: J. Alvarez · Focus: Central District")
+calloutMain = Callout("warning", "Peak congestion — East Expressway 81%", "2 active incidents near East Expressway / River Bridge. Transit Tram 7 delays 24%. Consider rerouting and public alert.")
+topControls = Card([districtForm, weatherCard, actionsCard], "sunk", "row", "m", "stretch", "between", true)
+districtForm = Form("district-focus", districtFormButtons, [districtField, timeWindowField])
+districtField = FormControl("Focus district", districtSelect, "Filters all charts, tables and maps below")
+districtSelect = Select("district", [dCentral, dNorth, dEast, dSouth, dWest, dHarbor, dAll], "Select district", null, "central", "medium")
+dCentral = SelectItem("central", "Central")
+dNorth = SelectItem("north", "Northside")
+dEast = SelectItem("east", "East End")
+dSouth = SelectItem("south", "Southbank")
+dWest = SelectItem("west", "Westfield")
+dHarbor = SelectItem("harbor", "Harbor")
+dAll = SelectItem("all", "All districts")
+timeWindowField = FormControl("Time window", timeSelect)
+timeSelect = Select("window", [wLive, w24h, w7d], "Window", null, "live", "medium")
+wLive = SelectItem("live", "Live now")
+w24h = SelectItem("24h", "Last 24 hours")
+w7d = SelectItem("7d", "Last 7 days")
+districtFormButtons = Buttons([applyDistrictBtn])
+applyDistrictBtn = Button("Apply Focus", null, "primary")
+weatherCard = Card([weatherHeader, weatherMain, weatherTable, weatherTags], "card", "column", "s")
+weatherHeader = CardHeader("Current Weather — Central", "Partly cloudy · Updated 14:30 · Station: City Hall")
+weatherMain = TextContent("**24°C** · Feels 26°C · Humidity 58% · Wind 12 km/h NW · Visibility 10 km · UV Moderate", "large")
+weatherTable = Table([wMetricCol, wValueCol])
+wMetricCol = Col("Metric", ["Condition", "Temp / Feels", "Humidity", "Wind", "Air Pressure"])
+wValueCol = Col("Value", ["Partly cloudy", "24°C / 26°C", "58%", "12 km/h NW", "1014 hPa"])
+weatherTags = TagBlock(["No severe alert", "Pollen: Moderate", "Sunset 19:42"])
+actionsCard = Card([dispatchDialog, alertDialog, actionHint], "clear", "column", "s")
+dispatchDialog = DialogBlock("Dispatch Crew", "Dispatch a Crew", "Assign nearest available team to incident, roadwork or maintenance job", [dispatchForm], "default")
+alertDialog = DialogBlock("Send Public Alert", "Broadcast Public Alert", "Push to street displays, city app, SMS and social channels", [alertForm], "destructive")
+actionHint = TextContent("District focus affects all data below. Dispatch and alerts are logged and audited.", "small")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewTypeField, dispatchLocationField, priorityField, dispatchNotesField])
+crewTypeField = FormControl("Crew type", crewSelect)
+crewSelect = Select("crew_type", [cRoads, cWater, cEnergy, cTraffic, cEmergency], "Choose crew")
+cRoads = SelectItem("roads", "Roads & Signals")
+cWater = SelectItem("water", "Water & Drainage")
+cEnergy = SelectItem("energy", "Energy & Lighting")
+cTraffic = SelectItem("traffic", "Traffic Management")
+cEmergency = SelectItem("emergency", "Emergency Response")
+dispatchLocationField = FormControl("Location / Incident ID", dispatchLocationInput, "e.g. INC-2841 or East Expressway km 4.2")
+dispatchLocationInput = Input("location", "INC-2841 — East Expressway")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pHigh, pMedium, pLow], "Priority", null, "high", "medium")
+pHigh = SelectItem("high", "High — Immediate")
+pMedium = SelectItem("medium", "Medium — Today")
+pLow = SelectItem("low", "Low — This week")
+dispatchNotesField = FormControl("Instructions", dispatchNotesInput)
+dispatchNotesInput = TextArea("notes", "Add detour, lane closure or contact...", 3)
+dispatchButtons = Buttons([sendCrewBtn, cancelDispatchBtn])
+sendCrewBtn = Button("Dispatch Now", null, "primary")
+cancelDispatchBtn = Button("Cancel", null, "tertiary")
+alertForm = Form("public-alert", alertButtons, [alertChannelField, alertDistrictField, alertMessageField])
+alertChannelField = FormControl("Channels", alertChannelSelect)
+alertChannelSelect = Select("channel", [chAll, chDisplay, chApp, chSms], "Channel")
+chAll = SelectItem("all", "All — Displays + App + SMS")
+chDisplay = SelectItem("display", "Street Displays only")
+chApp = SelectItem("app", "City App push")
+chSms = SelectItem("sms", "SMS subscribers")
+alertDistrictField = FormControl("Target district(s)", alertDistrictSelect)
+alertDistrictSelect = Select("alert_district", [adCentral, adEast, adAll], "Target", null, "central", "medium")
+adCentral = SelectItem("central", "Central + East Expressway")
+adEast = SelectItem("east", "East End")
+adAll = SelectItem("all", "All districts")
+alertMessageField = FormControl("Alert message", alertMessageInput, "Max 280 characters · Clear, actionable language")
+alertMessageInput = TextArea("message", "Heavy congestion East Expressway. Use North Arterial. Expect 15 min delays. Tram 7 rerouted.", 4)
+alertButtons = Buttons([sendAlertBtn, cancelAlertBtn])
+sendAlertBtn = Button("Broadcast Alert", null, "primary")
+cancelAlertBtn = Button("Cancel", null, "tertiary")
+mainTabs = Tabs([tabMobility, tabEnvironment, tabOperations, tabCommunity])
+tabMobility = TabItem("mobility", "Mobility", [congestionHeader, congestionChart, congestionKpis, separatorM1, punctualityHeader, punctualityChart, punctualityTable, separatorM2, parkingHeader, parkingTable, parkingChart, separatorM3, roadworksHeader, roadworksTable])
+congestionHeader = CardHeader("1 — Congestion Right Now", "Live road occupancy · Central focus · Updated 14:32")
+congestionChart = HorizontalBarChart(["East Expressway", "Downtown Loop", "River Bridge", "North Arterial", "West Bypass"], [congestionSeries], "grouped", "Corridor", "% capacity")
+congestionSeries = Series("Congestion %", [81, 78, 62, 45, 38])
+congestionKpis = Table([congestionMetricCol, congestionValueCol])
+congestionMetricCol = Col("KPI", ["Avg network load", "Worst corridor", "Incidents affecting flow", "Trend vs 1h ago"])
+congestionValueCol = Col("Value", ["60%", "East Expressway 81%", "3 active", "+7%"])
+separatorM1 = Separator("horizontal", true)
+punctualityHeader = CardHeader("2 — Transit Punctuality", "On-time performance last 60 min · Target 90%")
+punctualityChart = BarChart(["Red Metro", "Blue Metro", "Tram 4", "Tram 7", "BRT A", "Bus 12"], [punctualitySeries], "grouped", "Line", "% on-time")
+punctualitySeries = Series("On-time %", [94, 88, 91, 76, 82, 69])
+punctualityTable = Table([lineCol, punctualCol, headwayCol, statusCol])
+lineCol = Col("Line", ["Red Metro", "Blue Metro", "Tram 4", "Tram 7", "BRT A", "Bus 12"])
+punctualCol = Col("On-time", ["94%", "88%", "91%", "76%", "82%", "69%"])
+headwayCol = Col("Avg delay", ["1.2 min", "2.8 min", "1.9 min", "6.4 min", "3.1 min", "5.5 min"])
+statusCol = Col("Status", ["Good", "Good", "Good", "Delayed", "Acceptable", "Delayed"])
+separatorM2 = Separator("horizontal", true)
+parkingHeader = CardHeader("8 — Parking Availability Downtown", "5 central garages · Live occupancy")
+parkingTable = Table([garageCol, capacityCol, availableCol, occCol])
+garageCol = Col("Garage", ["City Center", "Riverfront", "Station Square", "Market Hall", "Civic Plaza"])
+capacityCol = Col("Capacity", ["820", "540", "610", "430", "750"])
+availableCol = Col("Available", ["98", "212", "45", "168", "301"])
+occCol = Col("Occupancy", ["88%", "61%", "93%", "61%", "60%"])
+parkingChart = HorizontalBarChart(["City Center", "Riverfront", "Station Square", "Market Hall", "Civic Plaza"], [parkingSeries], "grouped", "Garage", "% occupied")
+parkingSeries = Series("Occupancy %", [88, 61, 93, 61, 60])
+separatorM3 = Separator("horizontal", true)
+roadworksHeader = CardHeader("16 — Roadworks Planned This Month", "12 scheduled · 4 in Central")
+roadworksTable = Table([rwLocationCol, rwTypeCol, rwStartCol, rwEndCol, rwImpactCol])
+rwLocationCol = Col("Location", ["East Expressway km 3-5", "North Arterial & 5th", "Central Plaza North", "Harbor Bridge South"])
+rwTypeCol = Col("Work", ["Resurfacing", "Signal upgrade", "Utility trench", "Joint repair"])
+rwStartCol = Col("Start", ["Aug 20", "Aug 22", "Aug 25", "Aug 28"])
+rwEndCol = Col("End", ["Aug 24", "Aug 27", "Aug 30", "Sep 02"])
+rwImpactCol = Col("Impact", ["Lane closure", "Night works", "Sidewalk closed", "Weight limit"])
+tabEnvironment = TabItem("environment", "Environment & Utilities", [airHeader, airTable, airRadar, separatorE1, energyHeader, energyChart, separatorE2, waterHeader, waterChart, waterStats, separatorE3, weatherDetailHeader, weatherDetailText])
+airHeader = CardHeader("3 — Air Quality by District", "AQI (US) · PM2.5 · 14:00 reading")
+airTable = Table([aqDistrictCol, aqiCol, pmCol, aqLevelCol])
+aqDistrictCol = Col("District", ["Central", "Northside", "East End", "Southbank", "Westfield", "Harbor"])
+aqiCol = Col("AQI", ["42", "68", "55", "89", "34", "71"])
+pmCol = Col("PM2.5 µg/m³", ["11", "19", "15", "28", "9", "21"])
+aqLevelCol = Col("Level", ["Good", "Moderate", "Moderate", "Moderate", "Good", "Moderate"])
+airRadar = RadarChart(["PM2.5", "PM10", "NO2", "O3", "SO2"], [airCentralSeries, airSouthSeries])
+airCentralSeries = Series("Central", [11, 22, 18, 32, 6])
+airSouthSeries = Series("Southbank", [28, 41, 35, 29, 11])
+separatorE1 = Separator("horizontal", true)
+energyHeader = CardHeader("4 — Energy Use Over Past Week", "City grid load · MWh per day · Peak MW")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries, peakSeries], "natural", "Day", "MWh / MW")
+energySeries = Series("Energy MWh", [412, 428, 445, 438, 452, 398, 405])
+peakSeries = Series("Peak MW", [38, 41, 44, 42, 45, 36, 37])
+separatorE2 = Separator("horizontal", true)
+waterHeader = CardHeader("5 — Water Use Today", "Total 26.3 ML · vs yesterday +4.2% · Live hourly")
+waterChart = BarChart(["00-04", "04-08", "08-12", "12-16", "16-20", "20-24"], [waterSeries], "grouped", "Time", "ML")
+waterSeries = Series("Water ML", [1.2, 3.8, 6.4, 5.9, 7.1, 2.9])
+waterStats = Table([waterMetricCol2, waterValueCol2])
+waterMetricCol2 = Col("Metric", ["Today total", "Peak interval", "Leak alerts", "Reservoir level"])
+waterValueCol2 = Col("Value", ["26.3 ML", "16-20h (7.1 ML)", "1 active (Westfield)", "82%"])
+separatorE3 = Separator("horizontal", true)
+weatherDetailHeader = CardHeader("12 — Current Weather Detail", "Central district · Forecast next 6h")
+weatherDetailText = TextContent("Now 24°C partly cloudy. Next 6h: 25°C → 23°C, 10% rain chance, wind easing to 8 km/h. Overnight low 17°C. No weather warnings.", "default")
+tabOperations = TabItem("operations", "Incidents & Response", [incidentsHeader, incidentsTable, emergencyHeader, emergencyTable, separatorO1, maintenanceHeader, maintenanceTable])
+incidentsHeader = CardHeader("6 — Open Incidents", "7 active · Sorted by severity")
+incidentsTable = Table([incIdCol, incLocationCol, incTypeCol, incSeverityCol, incStatusCol, incTimeCol])
+incIdCol = Col("ID", ["INC-2841", "INC-2843", "INC-2840", "INC-2839", "INC-2837"])
+incLocationCol = Col("Location", ["East Expressway km 4.2", "River Bridge northbound", "Central Plaza / Main St", "Southbank Depot", "Westfield Ave 112"])
+incTypeCol = Col("Type", ["Traffic collision", "Stalled vehicle", "Signal failure", "Water leak", "Power outage"])
+incSeverityCol = Col("Severity", ["High", "Medium", "High", "Medium", "Low"])
+incStatusCol = Col("Status", ["Active — Crew en route", "Active — Tow dispatched", "Active — Tech on site", "Monitoring", "Queued"])
+incTimeCol = Col("Reported", ["14:18", "14:05", "13:52", "13:40", "12:55"])
+emergencyHeader = CardHeader("7 — Emergency Vehicles Deployed", "Live GPS · 9 units active")
+emergencyTable = Table([unitCol, typeCol, locationCol, statusCol2, etaCol])
+unitCol = Col("Unit", ["E-12", "E-07", "A-03", "P-14", "T-02"])
+typeCol = Col("Type", ["Engine", "Engine", "Ambulance", "Police", "Tow"])
+locationCol = Col("Location", ["East Expressway", "Central Plaza", "River Bridge", "North Arterial", "East Expressway"])
+statusCol2 = Col("Status", ["On scene", "En route", "On scene", "Patrolling", "En route"])
+etaCol = Col("ETA / Assignment", ["On scene", "3 min", "On scene", "—", "6 min"])
+separatorO1 = Separator("horizontal", true)
+maintenanceHeader = CardHeader("17 — Infrastructure Jobs Due for Maintenance", "Due in next 14 days · Priority sorted")
+maintenanceTable = Table([assetCol, districtCol2, dueCol, priorityCol2, jobTypeCol])
+assetCol = Col("Asset", ["Pump Station P-04", "Substation S-12", "Bridge Joint J-08", "Signal Controller C-19", "Water Valve WV-33"])
+districtCol2 = Col("District", ["Westfield", "Southbank", "Harbor", "Central", "Northside"])
+dueCol = Col("Due", ["Aug 20", "Aug 22", "Aug 24", "Aug 27", "Aug 29"])
+priorityCol2 = Col("Priority", ["High", "High", "Medium", "Medium", "Low"])
+jobTypeCol = Col("Type", ["Inspection", "Load test", "Replacement", "Firmware", "Exercise"])
+tabCommunity = TabItem("community", "Community & Services", [eventsHeader, eventsList, separatorC1, citizenHeader, citizenList, separatorC2, backlogHeader, backlogChart, backlogTable])
+eventsHeader = CardHeader("9 — Public Events This Weekend", "6 events · Expect crowds Central & Harbor")
+eventsList = ListBlock([event1, event2, event3, event4], "number")
+event1 = ListItem("Harbor Food Festival", "Sat-Sun 11:00-22:00 · Harbor Quay · 15k expected · Road closure Harbor Blvd")
+event2 = ListItem("City Marathon — 10K", "Sun 08:00-12:00 · Central Plaza start · 8k runners · East Expressway partial closure")
+event3 = ListItem("Open Air Cinema", "Sat 20:30 · Southbank Park · 2k expected · Noise permit until 23:30")
+event4 = ListItem("Farmers Market Extended", "Sat 08:00-14:00 · Market Hall · Parking demand high")
+separatorC1 = Separator("horizontal", true)
+citizenHeader = CardHeader("10 — Citizen Reports (Live)", "Streaming · Last 5 reports · Tap to dispatch")
+citizenList = ListBlock([report1, report2, report3, report4, report5], "number")
+report1 = ListItem("Pothole — deep, near school", "Northside · Elm St 42 · 14:28 · 3 upvotes · Photo attached", null, "Dispatch")
+report2 = ListItem("Streetlight flickering", "Central · Main St 88 · 14:21 · Reporter: +33 6... · Awaiting triage", null, "Assign")
+report3 = ListItem("Overflowing bin", "East End · Park Ave 19 · 14:15 · Repeated report", null, "Assign")
+report4 = ListItem("Graffiti on underpass", "Southbank · River Walk · 14:02 · Low priority", null, "Queue")
+report5 = ListItem("Water pooling on road", "Westfield · Oak Rd · 13:58 · Possible leak — linked to INC-2839", null, "Link")
+separatorC2 = Separator("horizontal", true)
+backlogHeader = CardHeader("11 — Service Request Backlog", "157 open requests · Avg age 4.2 days")
+backlogChart = HorizontalBarChart(["Potholes", "Streetlights", "Waste", "Graffiti", "Drainage", "Signals"], [backlogSeries], "grouped", "Category", "Open")
+backlogSeries = Series("Open requests", [42, 28, 19, 31, 15, 22])
+backlogTable = Table([backlogCatCol, backlogOpenCol, backlogAgeCol, backlogTrendCol])
+backlogCatCol = Col("Category", ["Potholes", "Streetlights", "Waste", "Graffiti", "Drainage", "Signals"])
+backlogOpenCol = Col("Open", ["42", "28", "19", "31", "15", "22"])
+backlogAgeCol = Col("Avg age", ["5.1d", "3.8d", "2.4d", "6.2d", "4.0d", "3.1d"])
+backlogTrendCol = Col("Trend 7d", ["↑ +6", "↓ -4", "→ 0", "↑ +9", "↓ -2", "↑ +3"])
+followUpBlock = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only High severity incidents in Central")
+fu2 = FollowUpItem("Dispatch traffic crew to River Bridge")
+fu3 = FollowUpItem("Draft alert for marathon road closures")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-city__r2.txt
new file mode 100644
index 000000000..561c6c262
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-city__r2.txt
@@ -0,0 +1,172 @@
+root = Card([header, controlsSection, congestionTransitRow, airEnergyRow, waterParkingRow, incidentsRow, reportsBacklogRow, eventsRoadworksMaintRow, operationsRow], "card", "column", "l")
+header = CardHeader("City Operations Center", "Live city-wide monitoring • Sat Aug 17 • 14:32 UTC • Auto-refresh 30s • District filter active: All Districts")
+controlsSection = Card([controlsHeader, controlsGrid], "sunk", "column", "m")
+controlsHeader = CardHeader("District Focus & Current Conditions", "Items 12 & 13 — filter the dashboard and monitor live weather")
+controlsGrid = Card([districtFocusCard, weatherCard, alertStatusCard], "clear", "row", "m")
+districtFocusCard = Card([districtFocusTitle, districtFocusForm], "card", "column", "s")
+districtFocusTitle = TextContent("13. Focus on one district", "small-heavy")
+districtFocusForm = Form("district-focus", filterButtons, [districtSelectField])
+districtSelectField = FormControl("Select district", districtSelect, "Applies to congestion, air quality, incidents and parking")
+districtSelect = Select("district", [optAll, optCentral, optNorth, optEast, optSouth, optWest, optHarbor], "All districts")
+optAll = SelectItem("all", "All Districts")
+optCentral = SelectItem("central", "Central")
+optNorth = SelectItem("north", "North")
+optEast = SelectItem("east", "East")
+optSouth = SelectItem("south", "South")
+optWest = SelectItem("west", "West")
+optHarbor = SelectItem("harbor", "Harbor")
+filterButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply focus", null, "primary")
+resetFilterBtn = Button("Reset", null, "secondary")
+weatherCard = Card([weatherHeader, weatherMain, weatherDetails, weatherTags, weatherAlert], "card", "column", "s")
+weatherHeader = CardHeader("12. Current Weather — Central Station", "14:30 UTC • Partly cloudy")
+weatherMain = TextContent("🌤️ 27°C  •  Feels like 29°C  •  Humidity 58%  •  Wind 14 km/h NW  •  UV 6  •  Visibility 10 km", "large-heavy")
+weatherDetails = TextContent("Today: High 30°C / Low 18°C • No precipitation expected until 20:00 (20% chance). Air pressure 1012 hPa.", "small")
+weatherTags = TagBlock(["Heat advisory until 18:00", "Air quality: Moderate", "No storm warning"])
+weatherAlert = Alert("Heat advisory", "Public cooling centers open in Central, South and West until 19:00", "warning")
+alertStatusCard = Card([alertStatusHeader, alertStatusText, alertStatusCallout], "card", "column", "s")
+alertStatusHeader = CardHeader("System Status", "Operations center")
+alertStatusText = TextContent("All sensors online • 3 districts above congestion threshold • 2 severe incidents open", "small")
+alertStatusCallout = Callout("info", "Weekend mode", "Event traffic management active for Harbor and Central")
+congestionTransitRow = Card([congestionCard, transitCard], "clear", "row", "m")
+congestionCard = Card([congestionHeader, congestionChart, congestionCallout], "card", "column", "s")
+congestionHeader = CardHeader("1. Congestion Right Now", "Network avg 62% • Peak corridor: River Bridge 92% • Updated 14:31")
+congestionChart = HorizontalBarChart(["River Bridge", "Downtown Loop", "North Arterial", "West Expressway", "East Bypass"], [congestionSeries], "grouped", "Congestion %", "Corridor")
+congestionSeries = Series("Congestion %", [92, 78, 61, 45, 34])
+congestionCallout = Callout("warning", "River Bridge bottleneck", "Incident #INC-2041 blocking 1 lane northbound — delays 18 min")
+transitCard = Card([transitHeader, transitChart, transitSubText], "card", "column", "s")
+transitHeader = CardHeader("2. Transit Punctuality", "On-time % last 60 min • Target 90%")
+transitChart = BarChart(["Metro Red", "Metro Blue", "Tram 12", "Bus 42", "Bus 88"], [transitSeries], "grouped", "Line", "On-time %")
+transitSeries = Series("On-time %", [94, 88, 81, 76, 89])
+transitSubText = TextContent("Bus 42 delayed by congestion on North Arterial. Metro Red best performer. 12 vehicles currently off-schedule.", "small")
+airEnergyRow = Card([airQualityCard, energyCard], "clear", "row", "m")
+airQualityCard = Card([airQualityHeader, airQualityTable, aqCallout], "card", "column", "s")
+airQualityHeader = CardHeader("3. Air Quality by District", "AQI US • PM2.5 µg/m³ • 14:00 reading")
+airQualityTable = Table([aqColDistrict, aqColAqi, aqColCategory, aqColPm25])
+aqColDistrict = Col("District", ["South", "East", "Central", "West", "North", "Harbor"])
+aqColAqi = Col("AQI", ["112", "95", "68", "55", "42", "38"])
+aqColCategory = Col("Category", ["Unhealthy Sens.", "Moderate", "Moderate", "Moderate", "Good", "Good"])
+aqColPm25 = Col("PM2.5", ["39", "32", "18", "12", "9", "7"])
+aqCallout = Callout("warning", "South district elevated", "AQI 112 — sensitive groups should limit outdoor exertion. Source: traffic + heat.")
+energyCard = Card([energyHeader, energyChart, energySubText], "card", "column", "s")
+energyHeader = CardHeader("4. Energy Use — Past 7 Days", "City-wide MWh per day • Total 2,819 MWh")
+energyChart = AreaChart(["Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("MWh", [412, 405, 438, 421, 445, 398, 410])
+energySubText = TextContent("Peak Thu Aug 15 (445 MWh) during heatwave. Today 8% below peak. Harbor solar offset 62 MWh.", "small")
+waterParkingRow = Card([waterCard, parkingCard], "clear", "row", "m")
+waterCard = Card([waterHeader, waterProgress, waterChart, waterSubText], "card", "column", "s")
+waterHeader = CardHeader("5. Water Use Today", "City total 42.8 ML / 58 ML daily allocation • 73.8% used")
+waterProgress = Progress(73.8, "Daily allocation consumed")
+waterChart = BarChart(["06:00", "08:00", "10:00", "12:00", "14:00", "16:00"], [waterSeries], "grouped", "Hour", "ML / hour")
+waterSeries = Series("ML", [3.2, 5.8, 6.4, 5.1, 4.9, 4.2])
+waterSubText = TextContent("Morning peak 10:00 (6.4 ML/h). South district highest per-capita. No restrictions active.", "small")
+parkingCard = Card([parkingHeader, parkingTable, parkingChart], "card", "column", "s")
+parkingHeader = CardHeader("8. Parking Availability Downtown", "Central district • 4 facilities • 14:31 live")
+parkingTable = Table([parkColFacility, parkColCapacity, parkColOccupied, parkColAvailable, parkColRate])
+parkColFacility = Col("Facility", ["Central Plaza", "Riverfront Garage", "City Hall Lot", "Harbor Deck"])
+parkColCapacity = Col("Capacity", ["820", "650", "420", "1100"])
+parkColOccupied = Col("Occupied", ["712", "481", "398", "612"])
+parkColAvailable = Col("Available", ["108", "169", "22", "488"])
+parkColRate = Col("Occupancy", ["87%", "74%", "95%", "56%"])
+parkingChart = HorizontalBarChart(["City Hall Lot", "Central Plaza", "Riverfront Garage", "Harbor Deck"], [parkingSeries], "grouped", "Occupancy %", "Facility")
+parkingSeries = Series("Occupied %", [95, 87, 74, 56])
+incidentsRow = Card([incidentsCard, emergencyCard], "clear", "row", "m")
+incidentsCard = Card([incidentsHeader, incidentsTable], "card", "column", "s")
+incidentsHeader = CardHeader("6. Open Incidents — Location & Severity", "6 active • 2 severe • 3 moderate • 1 minor")
+incidentsTable = Table([incColId, incColType, incColLocation, incColSeverity, incColStatus, incColTime])
+incColId = Col("ID", ["INC-2041", "INC-2043", "INC-2040", "INC-2038", "INC-2042", "INC-2039"])
+incColType = Col("Type", ["Traffic collision", "Water leak", "Power outage", "Signal failure", "Road obstruction", "Flooding"])
+incColLocation = Col("Location", ["River Bridge NB, Central", "5th & Elm, South", "Substation 4, East", "Junction 12, North", "West Expressway KM 8", "Harbor Promenade"])
+incColSeverity = Col("Severity", ["Severe", "Severe", "Moderate", "Moderate", "Moderate", "Minor"])
+incColStatus = Col("Status", ["Crew dispatched", "Investigating", "Utility on site", "Tech en route", "Awaiting tow", "Monitoring"])
+incColTime = Col("Opened", ["13:42", "14:05", "11:20", "09:15", "13:55", "12:30"])
+emergencyCard = Card([emergencyHeader, emergencyTable, emergencyMapText], "card", "column", "s")
+emergencyHeader = CardHeader("7. Emergency Vehicles Deployed", "12 units active • Map view filtered by district focus")
+emergencyTable = Table([emerColVehicle, emerColType, emerColLocation, emerColStatus, emerColTime])
+emerColVehicle = Col("Vehicle", ["A-12", "F-07", "P-33", "A-09", "F-03", "P-21"])
+emerColType = Col("Type", ["Ambulance", "Fire engine", "Police", "Ambulance", "Fire engine", "Police"])
+emerColLocation = Col("Deployed to", ["River Bridge (INC-2041)", "Substation 4 (INC-2040)", "Downtown Loop", "5th & Elm (INC-2043)", "Harbor Promenade", "West Exp KM8"])
+emerColStatus = Col("Status", ["On scene", "On scene", "Patrolling", "En route", "Monitoring", "On scene"])
+emerColTime = Col("Dispatched", ["13:45", "11:25", "14:00", "14:08", "12:35", "13:58"])
+emergencyMapText = TextContent("Coverage: Central 4, South 2, East 2, Harbor 2, North 1, West 1. Nearest idle ambulance: Station 2 (Central) — 3 min.", "small")
+reportsBacklogRow = Card([citizenReportsCard, backlogCard], "clear", "row", "m")
+citizenReportsCard = Card([citizenReportsHeader, citizenReportsList], "card", "column", "s")
+citizenReportsHeader = CardHeader("10. Citizen Reports — Live Feed", "As they come in • Last 5 reports • Auto-update")
+citizenReportsList = ListBlock([report1, report2, report3, report4, report5])
+report1 = ListItem("Pothole — loud noise when driving", "West • Maple Ave near school • 14:29 • @maria_s • Upvotes 12", null, "Triage")
+report2 = ListItem("Overflowing bin — smell", "South • 5th & Elm • 14:22 • @citizen_441 • Photo attached", null, "Assign")
+report3 = ListItem("Streetlight flickering", "North • Oak St 142 • 14:18 • @northwatch • 3rd report this week", null, "Queue")
+report4 = ListItem("Graffiti on underpass", "Harbor • Tunnel B • 14:11 • @harbor_commute", null, "Queue")
+report5 = ListItem("Water pressure low", "East • Block 9 • 14:02 • @eastside_res • Related to INC-2040?", null, "Link to incident")
+backlogCard = Card([backlogHeader, backlogTable, backlogChart], "card", "column", "s")
+backlogHeader = CardHeader("11. Service Request Backlog", "Total 342 open • 47 overdue • Avg wait 2.4 days")
+backlogTable = Table([backlogColCategory, backlogColOpen, backlogColOverdue, backlogColWait])
+backlogColCategory = Col("Category", ["Roads", "Waste", "Water", "Lighting", "Parks"])
+backlogColOpen = Col("Open", ["118", "84", "62", "45", "33"])
+backlogColOverdue = Col("Overdue", ["18", "12", "9", "5", "3"])
+backlogColWait = Col("Avg wait", ["3.1d", "1.8d", "2.6d", "2.1d", "1.4d"])
+backlogChart = HorizontalBarChart(["Roads", "Waste", "Water", "Lighting", "Parks"], [backlogSeries], "grouped", "Open requests", "Category")
+backlogSeries = Series("Open", [118, 84, 62, 45, 33])
+eventsRoadworksMaintRow = Card([eventsCard, roadworksCard, maintenanceCard], "clear", "row", "m")
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = CardHeader("9. Public Events This Weekend", "4 events • Expect traffic impact Sat-Sun")
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Harbor Food Festival", "Sat-Sun 11:00-22:00 • Harbor Promenade • 25k expected • Road closures 10-23h", null, "Plan")
+event2 = ListItem("City Marathon", "Sun 07:00-13:00 • Central → West • 8k runners • Full loop closure", null, "Plan")
+event3 = ListItem("Open Air Cinema", "Sat 20:30 • Central Park • 2k expected • Parking pressure high", null, "Info")
+event4 = ListItem("Farmers Market", "Sat 08:00-14:00 • North Square • Weekly • Low impact", null, "Info")
+roadworksCard = Card([roadworksHeader, roadworksTable], "card", "column", "s")
+roadworksHeader = CardHeader("16. Roadworks Planned This Month", "6 projects • August schedule")
+roadworksTable = Table([rwColProject, rwColDistrict, rwColStart, rwColEnd, rwColImpact])
+rwColProject = Col("Project", ["Resurfacing Main St", "Bridge joint repair", "Sewer upgrade", "Bike lane extension", "Intersection upgrade", "Utility trenching"])
+rwColDistrict = Col("District", ["Central", "Central", "South", "West", "North", "East"])
+rwColStart = Col("Start", ["Aug 19", "Aug 22", "Aug 25", "Aug 20", "Aug 28", "Aug 18"])
+rwColEnd = Col("End", ["Aug 24", "Aug 26", "Sep 05", "Aug 30", "Sep 10", "Aug 21"])
+rwColImpact = Col("Impact", ["Lane closure", "Full closure NB", "One lane", "Shoulder work", "Signal detour", "Night work only"])
+maintenanceCard = Card([maintenanceHeader, maintenanceTable], "card", "column", "s")
+maintenanceHeader = CardHeader("17. Infrastructure Jobs Due for Maintenance", "7 jobs overdue or due within 7 days")
+maintenanceTable = Table([mntColAsset, mntColDistrict, mntColDue, mntColPriority, mntColAssigned])
+mntColAsset = Col("Asset", ["Pump Station 3", "Traffic Ctrl J12", "HVAC City Hall", "Streetlights Oak St", "Water Valve S-14", "Bridge Sensors RB", "Generator Harbor"])
+mntColDistrict = Col("District", ["South", "North", "Central", "North", "South", "Central", "Harbor"])
+mntColDue = Col("Due", ["Overdue 4d", "Due Aug 18", "Due Aug 19", "Due Aug 20", "Overdue 1d", "Due Aug 22", "Due Aug 24"])
+mntColPriority = Col("Priority", ["High", "High", "Medium", "Low", "High", "Medium", "Medium"])
+mntColAssigned = Col("Assigned", ["Unassigned", "Team B", "Team A", "Unassigned", "Team C", "Team B", "Unassigned"])
+operationsRow = Card([dispatchCard, alertCard], "clear", "row", "m")
+dispatchCard = Card([dispatchHeader, dispatchForm], "card", "column", "s")
+dispatchHeader = CardHeader("14. Dispatch a Crew", "Assign team to incident, roadwork or maintenance job")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispatchDistrictField, dispatchCrewField, dispatchLocationField, dispatchPriorityField])
+dispatchDistrictField = FormControl("District", dispatchDistrictSelect)
+dispatchDistrictSelect = Select("dispatch_district", [optCentral, optNorth, optEast, optSouth, optWest, optHarbor], "Choose district")
+dispatchCrewField = FormControl("Crew / team", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew_type", [crewA, crewB, crewC, crewUtil, crewTraffic], "Select crew")
+crewA = SelectItem("team_a", "Team A — Roads & General")
+crewB = SelectItem("team_b", "Team B — Electrical / Signals")
+crewC = SelectItem("team_c", "Team C — Water & Utilities")
+crewUtil = SelectItem("utility", "Utility — Power/Water")
+crewTraffic = SelectItem("traffic", "Traffic Management")
+dispatchLocationField = FormControl("Location / Job ID", dispatchLocationInput, "e.g., INC-2041, Pump Station 3, or address")
+dispatchLocationInput = Input("location", "INC-2041 — River Bridge NB")
+dispatchPriorityField = FormControl("Priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("priority", [prioHigh, prioMedium, prioLow], "medium")
+prioHigh = RadioItem("High", "Immediate — lights & sirens", "high")
+prioMedium = RadioItem("Medium", "Within 2 hours", "medium")
+prioLow = RadioItem("Low", "Schedule within 24h", "low")
+dispatchButtons = Buttons([dispatchBtn, clearDispatchBtn])
+dispatchBtn = Button("Dispatch crew", null, "primary")
+clearDispatchBtn = Button("Clear", null, "tertiary")
+alertCard = Card([alertHeader, alertForm], "card", "column", "s")
+alertHeader = CardHeader("15. Send Public Alert", "Broadcast message to citizens — SMS, app & displays")
+alertForm = Form("public-alert", alertButtons, [alertDistrictField, alertChannelField, alertMessageField])
+alertDistrictField = FormControl("Target district(s)", alertDistrictSelect)
+alertDistrictSelect = Select("alert_district", [optAll, optCentral, optSouth, optEast, optHarbor], "All districts")
+alertChannelField = FormControl("Channel", alertChannelSelect)
+alertChannelSelect = Select("channel", [chAll, chSms, chApp, chDisplays], "All channels")
+chAll = SelectItem("all", "All — SMS + App + Road displays")
+chSms = SelectItem("sms", "SMS only")
+chApp = SelectItem("app", "City App push only")
+chDisplays = SelectItem("displays", "Road displays only")
+alertMessageField = FormControl("Alert message", alertMessageInput, "Max 280 characters. Be clear and actionable.")
+alertMessageInput = TextArea("message", "e.g., Avoid River Bridge NB due to collision. Use East Bypass. Expect 20 min delay. Updated 14:30.", 4)
+alertButtons = Buttons([sendAlertBtn, previewAlertBtn])
+sendAlertBtn = Button("Send alert now", null, "primary")
+previewAlertBtn = Button("Preview", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-city__r3.txt
new file mode 100644
index 000000000..cb999f329
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-city__r3.txt
@@ -0,0 +1,163 @@
+root = Card([header, statusBar, controlActionRow, congestionTransitRow, airEnergyRow, waterParkingRow, incidentsVehiclesRow, eventsReportsRow, backlogWeatherRow, roadworksMaintenanceRow, footerNote], "clear", "column", "l")
+header = CardHeader("City Operations Center — Live Dashboard", "Tuesday, Aug 18 • 14:32 UTC • All districts • Auto-refresh 60s")
+statusBar = Card([liveBadge, districtBadge, incidentBadge, updateText], "sunk", "row", "s", "center", "between")
+liveBadge = Badge("LIVE", "destructive")
+districtBadge = Badge("6 Districts Monitored", "secondary")
+incidentBadge = Badge("4 Open Incidents", "destructive")
+updateText = TextContent("Last sync: 14:31:48 • Next: 14:32:48", "small")
+controlActionRow = Card([districtFocusCard, dispatchCard, alertCard], "clear", "row", "m", "stretch", "between")
+districtFocusCard = Card([districtFocusHeader, districtForm], "card", "column", "m")
+districtFocusHeader = CardHeader("13. Focus on One District", "Filter all metrics by district")
+districtForm = Form("district-focus", districtFocusButtons, [districtSelectControl])
+districtSelectControl = FormControl("Select district", districtSelect, "Applies to congestion, air quality, incidents and more")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest, districtIndustrial], "All districts")
+districtAll = SelectItem("all", "All Districts — Citywide")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtIndustrial = SelectItem("industrial", "Industrial Zone")
+districtFocusButtons = Buttons([applyFilterBtn, resetFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "primary")
+resetFilterBtn = Button("Reset", null, "secondary")
+dispatchCard = Card([dispatchHeader, dispatchForm], "card", "column", "m")
+dispatchHeader = CardHeader("14. Dispatch a Crew", "Assign emergency or maintenance crew")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewTypeControl, crewLocationControl, crewPriorityControl])
+crewTypeControl = FormControl("Crew type", crewTypeSelect)
+crewTypeSelect = Select("crew_type", [crewRoads, crewUtility, crewMedical, crewTraffic], "Choose crew")
+crewRoads = SelectItem("roads", "Roads & Traffic Crew")
+crewUtility = SelectItem("utility", "Utility / Water Crew")
+crewMedical = SelectItem("medical", "Medical / Rescue Unit")
+crewTraffic = SelectItem("traffic", "Signal Technician")
+crewLocationControl = FormControl("Location / Incident", crewLocationInput, "Intersection, address or incident ID")
+crewLocationInput = Input("crew_location", "e.g. 5th & Main or INC-2041")
+crewPriorityControl = FormControl("Priority", crewPrioritySelect)
+crewPrioritySelect = Select("priority", [pLow, pMedium, pHigh, pCritical], "Select priority")
+pLow = SelectItem("low", "Low")
+pMedium = SelectItem("medium", "Medium")
+pHigh = SelectItem("high", "High")
+pCritical = SelectItem("critical", "Critical — Lights & Sirens")
+dispatchButtons = Buttons([dispatchBtn, clearDispatchBtn])
+dispatchBtn = Button("Dispatch Now", null, "primary")
+clearDispatchBtn = Button("Clear", null, "tertiary")
+alertCard = Card([alertHeader, alertForm], "card", "column", "m")
+alertHeader = CardHeader("15. Send Public Alert", "Broadcast to app, SMS, and road signs")
+alertForm = Form("public-alert", alertButtons, [alertChannelControl, alertMessageControl])
+alertChannelControl = FormControl("Channel", alertChannelSelect)
+alertChannelSelect = Select("alert_channel", [chAll, chApp, chSms, chSigns], "Choose channel")
+chAll = SelectItem("all", "All Channels")
+chApp = SelectItem("app", "City App Push")
+chSms = SelectItem("sms", "SMS")
+chSigns = SelectItem("signs", "Variable Message Signs")
+alertMessageControl = FormControl("Alert message", alertMessageInput, "Max 280 characters • Be clear and actionable")
+alertMessageInput = TextArea("alert_message", "e.g. Heavy congestion on River Bridge — use East Bypass until 16:00", 3)
+alertButtons = Buttons([sendAlertBtn, previewAlertBtn])
+sendAlertBtn = Button("Send Alert", null, "primary")
+previewAlertBtn = Button("Preview", null, "secondary")
+congestionTransitRow = Card([congestionCard, transitCard], "clear", "row", "m", "stretch", "between")
+congestionCard = Card([congestionHeader, congestionChart, congestionCallout], "card", "column", "m")
+congestionHeader = CardHeader("1. Congestion Right Now", "Live road occupancy % • 14:30 snapshot")
+congestionChart = HorizontalBarChart(["Downtown Loop", "River Bridge", "West Corridor", "North Arterial", "East Bypass"], [congestionSeries], "grouped", "Occupancy %", "Corridor")
+congestionSeries = Series("Congestion", [78, 62, 55, 45, 31])
+congestionCallout = Callout("warning", "Heaviest: Downtown Loop 78%", "Signal timing extended on 3rd & Central. Consider rerouting via East Bypass (31%).")
+transitCard = Card([transitHeader, transitChart, transitProgress], "card", "column", "m")
+transitHeader = CardHeader("2. Transit Punctuality", "On-time performance today • Target 90%")
+transitChart = BarChart(["Metro Red", "Metro Green", "Tram", "Metro Blue", "BRT"], [transitSeries], "grouped", "Line", "On-time %")
+transitSeries = Series("On-time %", [92, 94, 89, 88, 81])
+transitProgress = Progress(88, "System average: 88% on-time (2% below target)")
+airEnergyRow = Card([airCard, energyCard], "clear", "row", "m", "stretch", "between")
+airCard = Card([airHeader, airTable, airCallout], "card", "column", "m")
+airHeader = CardHeader("3. Air Quality by District", "AQI US • PM2.5 µg/m³ • Updated 14:00")
+airTable = Table([airDistrictCol, airAqiCol, airPmCol, airCategoryCol])
+airDistrictCol = Col("District", ["Central", "North", "West", "East", "South", "Industrial"])
+airAqiCol = Col("AQI", ["68", "42", "47", "55", "89", "112"])
+airPmCol = Col("PM2.5", ["18", "9", "11", "14", "27", "41"])
+airCategoryCol = Col("Category", ["Moderate", "Good", "Good", "Moderate", "Moderate", "Unhealthy*"])
+airCallout = Callout("error", "Industrial Zone: Unhealthy (AQI 112)", "Advisory issued. Limit outdoor exertion south of Factory Row.")
+energyCard = Card([energyHeader, energyChart, energyNote], "card", "column", "m")
+energyHeader = CardHeader("4. Energy Use — Past 7 Days", "City-wide consumption (MWh) • Peak 489 MWh Fri")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy (MWh)", [412, 438, 425, 467, 489, 445, 398])
+energyNote = TextContent("Week total: 3,074 MWh • -3.2% vs last week • Peak demand Fri 18:00 due to heat wave", "small")
+waterParkingRow = Card([waterCard, parkingCard], "clear", "row", "m", "stretch", "between")
+waterCard = Card([waterHeader, waterProgress, waterChart, waterCallout], "card", "column", "m")
+waterHeader = CardHeader("5. Water Use Today", "Cumulative vs daily allocation 250 ML")
+waterProgress = Progress(79, "197 ML used (79% of daily allocation) • Projected 238 ML by midnight")
+waterChart = BarChart(["00-04", "04-08", "08-12", "12-16", "16-20", "20-24*"], [waterSeries], "grouped", "Time window", "ML")
+waterSeries = Series("Water (ML)", [12, 28, 45, 38, 52, 22])
+waterCallout = TextContent("*20-24 is forecast based on current flow. Peak 16-20 (52 ML) — irrigation window.", "small")
+parkingCard = Card([parkingHeader, parkingChart, parkingTable], "card", "column", "m")
+parkingHeader = CardHeader("8. Parking Availability Downtown", "Live occupancy • 1,840 total bays")
+parkingChart = HorizontalBarChart(["Central Plaza", "City Hall Garage", "Market Street", "Riverfront Lot", "Station Deck"], [parkingSeries], "grouped", "Occupied %", "Facility")
+parkingSeries = Series("Occupied", [91, 82, 73, 64, 47])
+parkingTable = Table([parkingFacilityCol, parkingFreeCol, parkingTrendCol])
+parkingFacilityCol = Col("Facility", ["Central Plaza", "City Hall Garage", "Market St", "Riverfront", "Station Deck"])
+parkingFreeCol = Col("Free bays", ["28", "94", "81", "126", "212"])
+parkingTrendCol = Col("Trend", ["▲ Filling", "▲ Filling", "— Stable", "▼ Freeing", "▼ Freeing"])
+incidentsVehiclesRow = Card([incidentsCard, vehiclesCard], "clear", "row", "m", "stretch", "between")
+incidentsCard = Card([incidentsHeader, incidentsTable], "card", "column", "m")
+incidentsHeader = CardHeader("6. Open Incidents", "4 active • Sorted by severity")
+incidentsTable = Table([incidentIdCol, incidentLocationCol, incidentTypeCol, incidentSeverityCol])
+incidentIdCol = Col("ID", ["INC-2041", "INC-2043", "INC-2039", "INC-2040"])
+incidentLocationCol = Col("Location", ["River Bridge NB", "Central / 5th", "Industrial Pkwy", "North Arterial Km 8"])
+incidentTypeCol = Col("Type", ["Multi-vehicle collision", "Signal failure", "Chemical spill", "Water main break"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "High", "Medium"])
+vehiclesCard = Card([vehiclesHeader, vehiclesTable, vehiclesMapNote], "card", "column", "m")
+vehiclesHeader = CardHeader("7. Emergency Vehicles Deployed", "CAD/AVL live • 6 units")
+vehiclesTable = Table([vehicleIdCol, vehicleTypeCol, vehicleLocationCol, vehicleStatusCol])
+vehicleIdCol = Col("Unit", ["E-12", "A-07", "P-31", "E-09", "U-04", "P-28"])
+vehicleTypeCol = Col("Type", ["Fire Engine", "Ambulance", "Police", "Fire Engine", "Utility", "Police"])
+vehicleLocationCol = Col("Deployed to", ["INC-2041 River Bridge", "INC-2041 River Bridge", "Central / 5th", "Industrial Pkwy", "North Arterial", "Downtown Loop"])
+vehicleStatusCol = Col("Status", ["On scene", "En route 2m", "On scene", "On scene", "En route 5m", "Patrol"])
+vehiclesMapNote = TextContent("Map view: All units GPS-tracked. E-12 & A-07 co-located at River Bridge critical incident.", "small")
+eventsReportsRow = Card([eventsCard, reportsCard], "clear", "row", "m", "stretch", "between")
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("9. Public Events This Weekend", "Permitted events • Expected impact")
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Riverfront Marathon", "Sat 07:00-13:00 • Central & Riverfront • 8,000 runners • Roads closed 06-14h", null, "High impact")
+event2 = ListItem("Downtown Night Market", "Sat-Sun 17:00-23:00 • Market Street • 15k visitors • Parking pressure", null, "Medium")
+event3 = ListItem("Stadium Concert — North Arena", "Sat 19:30 • 22k capacity • Transit extra services on Metro Red", null, "Transit boost")
+event4 = ListItem("Community Clean-up — West Park", "Sun 09:00-12:00 • West District • 400 volunteers • Minor traffic", null, "Low")
+reportsCard = Card([reportsHeader, reportsList, reportsCallout], "card", "column", "m")
+reportsHeader = CardHeader("10. Citizen Reports — Live Feed", "311 app & hotline • Last 30 minutes")
+reportsList = ListBlock([report1, report2, report3, report4, report5])
+report1 = ListItem("Pothole — 14:28", "East District • Elm St 142 • Photo attached • Upvoted 12×", null, "New")
+report2 = ListItem("Flooding — 14:19", "South • 8th Ave near school • Water 10cm • Matches INC-2040", null, "Linked")
+report3 = ListItem("Noise complaint — 14:11", "Central • Night Market setup • Early sound check", null, "Pending")
+report4 = ListItem("Streetlight out — 14:05", "North • Pine & 2nd • Pole #N-184 • 3rd report", null, "Duplicate")
+report5 = ListItem("Abandoned scooter — 13:58", "West • Station Deck Level 2 • Blocking bay", null, "New")
+reportsCallout = Callout("info", "5 reports in 30 min", "Auto-triage: 1 linked to open incident, 1 duplicate merged.")
+backlogWeatherRow = Card([backlogCard, weatherCard], "clear", "row", "m", "stretch", "between")
+backlogCard = Card([backlogHeader, backlogChart, backlogTable], "card", "column", "m")
+backlogHeader = CardHeader("11. Service Request Backlog", "Open 311 requests • 410 total • Oldest 18 days")
+backlogChart = HorizontalBarChart(["Potholes", "Waste", "Streetlights", "Graffiti", "Signals"], [backlogSeries], "grouped", "Open requests", "Category")
+backlogSeries = Series("Backlog", [142, 96, 87, 54, 31])
+backlogTable = Table([backlogCategoryCol, backlogCountCol, backlogSlaCol])
+backlogCategoryCol = Col("Category", ["Potholes", "Waste", "Streetlights", "Graffiti", "Signals"])
+backlogCountCol = Col("Open", ["142", "96", "87", "54", "31"])
+backlogSlaCol = Col("Over SLA", ["38", "12", "21", "5", "9"])
+weatherCard = Card([weatherHeader, weatherMain, weatherDetails, weatherAlert], "card", "column", "m")
+weatherHeader = CardHeader("12. Current Weather", "Central observation station • 14:30")
+weatherMain = TextContent("**18°C — Partly Cloudy** • Feels 19°C • Humidity 62% • Wind NW 14 km/h • UV 5 Moderate", "large")
+weatherDetails = Table([weatherMetricCol, weatherValueCol])
+weatherMetricCol = Col("Metric", ["Air Quality Index", "Visibility", "Rain (24h)", "Forecast"])
+weatherValueCol = Col("Value", ["68 Moderate", "12 km", "2.4 mm", "Tonight 14°C showers • Tomorrow 21°C sunny"])
+weatherAlert = Alert("Heat advisory tomorrow", "Peak 29°C expected 14-17h. Energy and water demand may spike. Pre-position cooling centers.", "warning")
+roadworksMaintenanceRow = Card([roadworksCard, maintenanceCard], "clear", "row", "m", "stretch", "between")
+roadworksCard = Card([roadworksHeader, roadworksTable, roadworksNote], "card", "column", "m")
+roadworksHeader = CardHeader("16. Roadworks Planned This Month", "5 scheduled • Permits approved")
+roadworksTable = Table([roadworksStreetCol, roadworksDatesCol, roadworksImpactCol])
+roadworksStreetCol = Col("Street / Segment", ["Market St (3rd-6th)", "North Arterial Km 4-6", "River Bridge deck", "Industrial Pkwy", "West Park Rd"])
+roadworksDatesCol = Col("Dates", ["Aug 20-23", "Aug 22-28", "Aug 25-26 night", "Aug 27-30", "Aug 29-31"])
+roadworksImpactCol = Col("Impact", ["Lane closure", "Contraflow", "Full closure 22-05h", "Shoulder work", "Detour via Elm"])
+roadworksNote = TextContent("Coordinated with weekend marathon — Market St works paused Sat 06-14h.", "small")
+maintenanceCard = Card([maintenanceHeader, maintenanceTable, maintenanceCallout], "card", "column", "m")
+maintenanceHeader = CardHeader("17. Infrastructure Jobs Due for Maintenance", "Overdue & due in 14 days")
+maintenanceTable = Table([maintAssetCol, maintTaskCol, maintDueCol, maintPriorityCol])
+maintAssetCol = Col("Asset", ["Pump Station S-3", "Signal Ctrl C-12", "Bridge Joint RB-04", "Substation E-7", "Water Valve WV-118"])
+maintTaskCol = Col("Task", ["Impeller inspection", "Firmware + battery", "Expansion joint", "Transformer oil test", "Leak check"])
+maintDueCol = Col("Due", ["Overdue 6d", "Due Aug 20", "Due Aug 22", "Due Aug 25", "Due Aug 28"])
+maintPriorityCol = Col("Priority", ["High", "Medium", "High", "Critical", "Low"])
+maintenanceCallout = Callout("warning", "3 high/critical jobs due this week", "Recommend dispatching Utility Crew U-04 after North Arterial incident clears.")
+footerNote = TextContent("All 17 feeds active • Tap Apply Filter to focus district, use Dispatch and Alert forms to act. Data sources: Traffic loops, GTFS-RT, AQ monitors, SCADA, CAD, IoT parking, 311 CRM, Met Office.", "small-heavy")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-city__r4.txt
new file mode 100644
index 000000000..b0abf676d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-city__r4.txt
@@ -0,0 +1,165 @@
+root = Card([header, districtFocusSection, weatherRow, environmentRow, utilityRow, operationsSection, communitySection, actionsRow], "clear", "column", "l")
+header = CardHeader("City Operations Center — Live Dashboard", "Friday, Aug 15 • 14:32 EDT • Auto-refresh 30s • All districts unless filtered")
+districtFocusSection = Card([districtFocusHeader, districtFocusForm], "sunk", "column", "m")
+districtFocusHeader = CardHeader("13. Focus on One District", "Filter the entire screen by district — affects congestion, air quality, incidents and crews")
+districtFocusForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Select district", districtSelect, "Applies to all live metrics below")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtWest, districtSouth, districtHarbor], "All Districts")
+districtAll = SelectItem("all", "All Districts — Citywide")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "Northside")
+districtEast = SelectItem("east", "East End")
+districtWest = SelectItem("west", "Westfield")
+districtSouth = SelectItem("south", "Southport")
+districtHarbor = SelectItem("harbor", "Harbor")
+districtButtons = Buttons([districtApplyBtn, districtResetBtn])
+districtApplyBtn = Button("Apply Filter", null, "primary")
+districtResetBtn = Button("Reset to Citywide", null, "secondary")
+weatherRow = Card([weatherCard, congestionCard, transitCard], "clear", "row", "m", "stretch", "start", true)
+weatherCard = Card([weatherHeader, weatherTemp, weatherDetails, weatherAlert], "card", "column", "s")
+weatherHeader = CardHeader("12. Current Weather — Central Station", "Live from Municipal Weather Network")
+weatherTemp = TextContent("⛅ 28°C — Partly Cloudy • Feels like 31°C • Humidity 62% • Wind NW 14 km/h • UV Index 6 (High)", "large-heavy")
+weatherDetails = TextContent("Today: High 30°C / Low 19°C • Air Pressure 1012 hPa • Visibility 10 km • Sunrise 06:18 • Sunset 19:42 • No precipitation next 3 hrs. Heat advisory until 18:00 for Southport & East End.", "small")
+weatherAlert = Callout("warning", "Heat Advisory Active", "Southport and East End exceed 32°C. Recommend public alert for vulnerable populations.")
+congestionCard = Card([congestionHeader, congestionChart, congestionCallout], "card", "column", "s")
+congestionHeader = Heading("1. Congestion Right Now — Live", "h3")
+congestionChart = HorizontalBarChart(["Downtown Core", "River Bridge", "North Arterial", "East Bypass", "West Ring"], [congestionSeries], "grouped", "Avg Speed vs Free Flow", "% Congested")
+congestionSeries = Series("Congestion Level", [78, 65, 42, 55, 31])
+congestionCallout = TextCallout("danger", "Peak Congestion", "Downtown Core at 78% — incident INC-1042 blocking 2 lanes. River Bridge elevated due to roadworks.")
+transitCard = Card([transitHeader, transitChart, transitSummary], "card", "column", "s")
+transitHeader = Heading("2. Transit Punctuality — On-Time % (Last 60 min)", "h3")
+transitChart = BarChart(["Metro Red", "Metro Blue", "Tram Green", "Bus Rapid", "Commuter Rail"], [transitSeries], "grouped", "Line", "% On Time")
+transitSeries = Series("Punctuality", [92, 88, 94, 81, 89])
+transitSummary = TextContent("System-wide: 88.8% on-time • Worst: Bus Rapid 81% (detour at Westfield) • Best: Tram Green 94% • 3 delays >5 min active", "small")
+environmentRow = Card([airQualityCard, energyCard], "clear", "row", "m", "stretch", "start", true)
+airQualityCard = Card([airQualityHeader, airQualityChart, airQualityTable], "card", "column", "s")
+airQualityHeader = Heading("3. Air Quality by District — AQI (US)", "h3")
+airQualityChart = BarChart(["Central", "Northside", "East End", "Westfield", "Southport", "Harbor"], [aqiSeries], "grouped", "District", "AQI")
+aqiSeries = Series("AQI", [68, 42, 95, 55, 112, 38])
+airQualityTable = Table([aqiDistrictCol, aqiValueCol, aqiStatusCol])
+aqiDistrictCol = Col("District", ["Central", "Northside", "East End", "Westfield", "Southport", "Harbor"])
+aqiValueCol = Col("AQI", [68, 42, 95, 55, 112, 38])
+aqiStatusCol = Col("Category", ["Moderate", "Good", "Moderate", "Moderate", "Unhealthy Sensitive", "Good"])
+energyCard = Card([energyHeader, energyChart, energyNote], "card", "column", "s")
+energyHeader = Heading("4. Energy Use — Past 7 Days", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Total Consumption", [1240, 1310, 1285, 1420, 1395, 1100, 1055])
+energyNote = TextContent("Peak Thu 1,420 MWh (heat wave) • Weekend drop -21% • Today tracking 1,085 MWh projected • Grid load 73% capacity", "small")
+utilityRow = Card([waterCard, parkingCard], "clear", "row", "m", "stretch", "start", true)
+waterCard = Card([waterHeader, waterProgress, waterHourly], "card", "column", "s")
+waterHeader = Heading("5. Water Use Today", "h3")
+waterProgress = Progress(68, "68% of daily allocation — 4.22M / 6.20M gallons • Reservoir 81%")
+waterHourly = BarChart(["06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00"], [waterSeries], "grouped", "Hour", "k Gallons")
+waterSeries = Series("Consumption", [180, 420, 580, 610, 550, 480, 390, 220])
+parkingCard = Card([parkingHeader, parkingChart, parkingTotal, parkingNote], "card", "column", "s")
+parkingHeader = Heading("8. Parking Availability — Downtown", "h3")
+parkingChart = HorizontalBarChart(["City Hall Garage", "Riverfront Lot", "Central Plaza", "Union Station", "Market Street"], [parkingSeries], "grouped", "Facility", "% Available")
+parkingSeries = Series("Spaces Free", [12, 34, 8, 45, 22])
+parkingTotal = SingleStackedBarChart(["Occupied", "Available"], [76, 24])
+parkingNote = TextContent("Total downtown: 2,840 / 3,740 occupied (24% free) • Central Plaza critical: 8% — event load • Union Station best availability", "small")
+operationsSection = Card([operationsHeader, incidentsCard, emergencyCard, infraRow], "clear", "column", "m")
+operationsHeader = Heading("Operations — Incidents & Infrastructure", "h2")
+incidentsCard = Card([incidentsHeader, incidentsTable], "card", "column", "s")
+incidentsHeader = Heading("6. Open Incidents — Location & Severity", "h3")
+incidentsTable = Table([incIdCol, incTypeCol, incLocCol, incSevCol, incStatusCol, incTimeCol])
+incIdCol = Col("ID", ["INC-1042", "INC-1045", "INC-1047", "INC-1048", "INC-1051"])
+incTypeCol = Col("Type", ["Traffic Collision", "Water Main Leak", "Signal Failure", "Power Outage", "Road Flooding"])
+incLocCol = Col("Location", ["Downtown Core - 5th & Main", "Westfield - Oak Ave 1200", "Northside - Central & 3rd", "Southport - Harbor Blvd", "East End - River Rd"])
+incSevCol = Col("Severity", ["High", "Medium", "Medium", "High", "Low"])
+incStatusCol = Col("Status", ["Responding", "Crew Dispatched", "Investigating", "Utility On-Site", "Monitoring"])
+incTimeCol = Col("Opened", ["13:41", "12:58", "13:15", "11:42", "14:02"])
+emergencyCard = Card([emergencyHeader, emergencyTable], "card", "column", "s")
+emergencyHeader = Heading("7. Emergency Vehicles Deployed", "h3")
+emergencyTable = Table([vehIdCol, vehTypeCol, vehLocCol, vehStatusCol, vehIncidentCol])
+vehIdCol = Col("Vehicle", ["EMS-12", "FIRE-E4", "POLICE-31", "POLICE-22", "UTILITY-07"])
+vehTypeCol = Col("Type", ["Ambulance", "Engine", "Patrol", "Patrol", "Repair Truck"])
+vehLocCol = Col("Deployed Location", ["5th & Main", "Harbor Blvd Substation", "Central & 3rd", "River Rd", "Oak Ave 1200"])
+vehStatusCol = Col("Status", ["On Scene", "On Scene", "En Route", "On Scene", "On Scene"])
+vehIncidentCol = Col("Incident", ["INC-1042", "INC-1048", "INC-1047", "INC-1051", "INC-1045"])
+infraRow = Card([roadworksCard, maintenanceCard], "clear", "row", "m", "stretch", "start", true)
+roadworksCard = Card([roadworksHeader, roadworksTable], "card", "column", "s")
+roadworksHeader = Heading("16. Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwProjectCol, rwDistrictCol, rwDatesCol, rwImpactCol])
+rwProjectCol = Col("Project", ["River Bridge Resurfacing", "Westfield Ave Sewer Upgrade", "Central Tram Track Renewal", "Harbor Blvd Bike Lane"])
+rwDistrictCol = Col("District", ["Central / Harbor", "Westfield", "Central", "Southport"])
+rwDatesCol = Col("Dates", ["Aug 18-25", "Aug 12-30", "Aug 20-22", "Aug 26-31"])
+rwImpactCol = Col("Impact", ["Lane closure 50%", "Full closure nights", "Tram shuttle", "Shoulder work"])
+maintenanceCard = Card([maintenanceHeader, maintenanceTable], "card", "column", "s")
+maintenanceHeader = Heading("17. Infrastructure Jobs Due for Maintenance", "h3")
+maintenanceTable = Table([mntAssetCol, mntDistrictCol, mntDueCol, mntPriorityCol])
+mntAssetCol = Col("Asset", ["Pump Station PS-4", "Traffic Controller TC-112", "Bridge Joint BJ-08", "Streetlight Circuit SL-Central-3", "Water Valve WV-441"])
+mntDistrictCol = Col("District", ["Southport", "Northside", "Harbor", "Central", "Westfield"])
+mntDueCol = Col("Due Date", ["Aug 18", "Aug 20", "Aug 24", "Aug 27", "Aug 29"])
+mntPriorityCol = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+communitySection = Card([communityHeader, communityRow], "clear", "column", "m")
+communityHeader = Heading("Community & Service", "h2")
+communityRow = Card([eventsCard, reportsCard, backlogCard], "clear", "row", "m", "stretch", "start", true)
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = Heading("9. Public Events This Weekend", "h3")
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Harbor Food Festival", "Sat-Sun • Harbor Waterfront • 15k expected • Road closures 10:00-22:00")
+event2 = ListItem("Central Marathon (Half)", "Sun 07:00-12:00 • Downtown Core • 8k runners • Metro delays expected")
+event3 = ListItem("Westfield Night Market", "Sat 18:00-23:00 • Westfield Plaza • 3k expected • Extra parking enforcement")
+event4 = ListItem("Northside Jazz in the Park", "Sat 14:00-20:00 • Northside Park • Free • Noise permit approved")
+reportsCard = Card([reportsHeader, reportsList], "card", "column", "s")
+reportsHeader = Heading("10. Citizen Reports — Live Feed", "h3")
+reportsList = ListBlock([report1, report2, report3, report4, report5])
+report1 = ListItem("Pothole — Deep, tire hazard", "East End • River Rd near 8th • 14:28 • @maria_s • Upvotes 12")
+report2 = ListItem("Streetlight flickering", "Central • 5th & Elm • 14:19 • @james_k • Photo attached")
+report3 = ListItem("Overflowing bin", "Southport • Harbor Blvd Pier • 14:05 • @citizen_442 • Duplicate of SR-8841")
+report4 = ListItem("Graffiti on underpass", "Northside • Central Tunnel • 13:52 • @lee_family • Awaiting triage")
+report5 = ListItem("Water pressure low", "Westfield • Oak Ave • 13:44 • @west_resident • Linked to INC-1045")
+backlogCard = Card([backlogHeader, backlogChart, backlogCallout], "card", "column", "s")
+backlogHeader = Heading("11. Service Request Backlog", "h3")
+backlogChart = BarChart(["Potholes", "Streetlights", "Graffiti", "Waste", "Water Leaks", "Signals"], [backlogSeries], "grouped", "Category", "Open Requests")
+backlogSeries = Series("Open", [142, 87, 64, 51, 38, 29])
+backlogCallout = TextCallout("warning", "Backlog Alert", "411 open requests • Oldest: 18 days (Potholes East End) • SLA breach risk: Potholes + Streetlights")
+actionsRow = Card([dispatchCard, alertCard], "clear", "row", "m", "stretch", "start", true)
+dispatchCard = Card([dispatchHeader, dispatchForm], "card", "column", "s")
+dispatchHeader = CardHeader("14. Dispatch a Crew", "Assign field team to incident or maintenance job")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispatchTypeField, dispatchDistrictField, dispatchLocationField, dispatchPriorityField, dispatchNotesField])
+dispatchTypeField = FormControl("Crew type", dispatchTypeSelect)
+dispatchTypeSelect = Select("crew_type", [dispatchTypeRoad, dispatchTypeWater, dispatchTypePower, dispatchTypeSanitation], "Select crew")
+dispatchTypeRoad = SelectItem("road", "Road / Traffic Crew")
+dispatchTypeWater = SelectItem("water", "Water Utility Crew")
+dispatchTypePower = SelectItem("power", "Power / Signals Crew")
+dispatchTypeSanitation = SelectItem("sanitation", "Sanitation / Parks Crew")
+dispatchDistrictField = FormControl("District", dispatchDistrictSelect)
+dispatchDistrictSelect = Select("dispatch_district", [dispatchDistrictCentral, dispatchDistrictNorth, dispatchDistrictEast, dispatchDistrictWest, dispatchDistrictSouth, dispatchDistrictHarbor], "Choose district")
+dispatchDistrictCentral = SelectItem("central", "Central")
+dispatchDistrictNorth = SelectItem("north", "Northside")
+dispatchDistrictEast = SelectItem("east", "East End")
+dispatchDistrictWest = SelectItem("west", "Westfield")
+dispatchDistrictSouth = SelectItem("south", "Southport")
+dispatchDistrictHarbor = SelectItem("harbor", "Harbor")
+dispatchLocationField = FormControl("Location / Incident ID", dispatchLocationInput, "e.g., 5th & Main or INC-1042")
+dispatchLocationInput = Input("location", "Enter location or incident ID")
+dispatchPriorityField = FormControl("Priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("priority", [dispatchPriorityHigh, dispatchPriorityMed, dispatchPriorityLow], "High")
+dispatchPriorityHigh = RadioItem("High", "Immediate response <30 min", "high")
+dispatchPriorityMed = RadioItem("Medium", "Same day", "medium")
+dispatchPriorityLow = RadioItem("Low", "Within 48h", "low")
+dispatchNotesField = FormControl("Notes for crew", dispatchNotesInput)
+dispatchNotesInput = TextArea("notes", "Add details, hazards, access instructions...", 3)
+dispatchButtons = Buttons([dispatchBtn, dispatchCancelBtn])
+dispatchBtn = Button("Dispatch Crew Now", null, "primary")
+dispatchCancelBtn = Button("Clear", null, "tertiary")
+alertCard = Card([alertHeader, alertForm], "card", "column", "s")
+alertHeader = CardHeader("15. Send Public Alert", "Broadcast to citizens via app, SMS, and road signs")
+alertForm = Form("public-alert", alertButtons, [alertAudienceField, alertChannelField, alertMessageField])
+alertAudienceField = FormControl("Audience", alertAudienceSelect)
+alertAudienceSelect = Select("audience", [alertAudienceAll, alertAudienceCentral, alertAudienceSouth, alertAudienceDrivers], "Select audience")
+alertAudienceAll = SelectItem("all", "All City — Emergency Broadcast")
+alertAudienceCentral = SelectItem("central", "Central District Only")
+alertAudienceSouth = SelectItem("south", "Southport & Harbor")
+alertAudienceDrivers = SelectItem("drivers", "Drivers — Traffic Channels")
+alertChannelField = FormControl("Channels", alertChannelGroup)
+alertChannelGroup = CheckBoxGroup("channels", [alertChannelApp, alertChannelSms, alertChannelSigns])
+alertChannelApp = CheckBoxItem("City App Push", "Reach 184k devices", "app", true)
+alertChannelSms = CheckBoxItem("SMS", "Opt-in subscribers", "sms", true)
+alertChannelSigns = CheckBoxItem("Road Signs & Transit Displays", "Downtown + highways", "signs", false)
+alertMessageField = FormControl("Alert message", alertMessageInput, "Max 280 characters. Be specific about location, action, and duration.")
+alertMessageInput = TextArea("message", "e.g., Avoid Downtown Core 5th & Main due to collision. Use East Bypass. Expect delays until 16:00...", 4)
+alertButtons = Buttons([alertSendBtn, alertPreviewBtn])
+alertSendBtn = Button("Send Alert Now", null, "primary")
+alertPreviewBtn = Button("Preview", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..2984e1809
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r1.txt
@@ -0,0 +1,161 @@
+root = Card([header, alertBanner, zoneFocusCard, severityRescueRow, incidentsHeading, incidentsTable, resourcesHeading, resourcesTable, sheltersHeading, sheltersTable, shelterChart, evacHeading, evacTable, roadsHeading, roadsList, weatherHeading, weatherChart, weatherTable, hospitalsHeading, hospitalsTable, commsHeading, commsTable, volunteersHeading, volunteersTable, donationsHeading, donationsChart, donationsTable, aidRequestsHeading, aidRequestsTable, tasksHeading, tasksTable, actionsHeading, actionsCard], "card", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Live Operations Dashboard • Aug 18, 2026 — 14:35 UTC • EOC Level 2 Activation")
+alertBanner = Callout("warning", "Multi-Zone Event Active — 5 Incidents", "Severe thunderstorm warning in effect for Zones B & C within 12h. Evacuation Route R-3 CLOSED. All teams maintain radio discipline on Channel 1.")
+zoneFocusCard = Card([zoneFocusHeading, zoneFocusForm], "sunk", "column", "m")
+zoneFocusHeading = Heading("Focus on One Zone", "h3")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneSelectControl])
+zoneSelectControl = FormControl("Select Zone to Focus Dashboard", zoneSelect, "Filters incidents, shelters, volunteers and tasks below")
+zoneSelect = Select("zone_focus", [zoneAll, zoneA, zoneB, zoneC, zoneD], "Choose zone")
+zoneAll = SelectItem("all", "All Zones — Overview")
+zoneA = SelectItem("zone-a", "Zone A — Riverside (Flood)")
+zoneB = SelectItem("zone-b", "Zone B — Hillcrest (Wildfire)")
+zoneC = SelectItem("zone-c", "Zone C — Industrial Park (Chemical)")
+zoneD = SelectItem("zone-d", "Zone D — Downtown (Power/Transit)")
+zoneFocusButtons = Buttons([zoneFocusBtn])
+zoneFocusBtn = Button("Apply Zone Focus", null, "primary")
+severityRescueRow = Card([severityCard, rescueCard], "clear", "row", "m")
+severityCard = Card([severityHeading, severityPie], "sunk", "column", "m")
+severityHeading = Heading("Overall Severity Summary", "h3")
+severityPie = PieChart(["Critical", "High", "Medium", "Low"], [4, 7, 9, 5], "donut", "circular")
+rescueCard = Card([rescueHeading, rescueChart], "sunk", "column", "m")
+rescueHeading = Heading("People Rescued & Casualties So Far", "h3")
+rescueChart = HorizontalBarChart(["Rescued", "Evacuated", "Casualties", "Missing"], [rescueSeries], "grouped", "Persons", "Category")
+rescueSeries = Series("Count", [342, 518, 27, 18])
+incidentsHeading = Heading("1. Active Incidents by Zone with Severity", "h3")
+incidentsTable = Table([incZoneCol, incIncidentCol, incSeverityCol, incStatusCol])
+incZoneCol = Col("Zone", ["Zone A — Riverside", "Zone A — Riverside", "Zone B — Hillcrest", "Zone C — Industrial", "Zone D — Downtown"])
+incIncidentCol = Col("Incident", ["River Flood — Levee Overtop", "Residential Flooding", "Brush Fire — North Ridge", "Chemical Spill — Warehouse 4", "Substation Failure"])
+incSeverityCol = Col("Severity", ["Critical", "High", "Critical", "High", "Medium"])
+incStatusCol = Col("Status", ["Active — Evacuating", "Active — Contained", "Active — 30% Contained", "Active — HazMat On Site", "Active — Crews Dispatched"])
+resourcesHeading = Heading("3. Vehicles, Personnel & Supplies Available", "h3")
+resourcesTable = Table([resCategoryCol, resAvailableCol, resDeployedCol, resStatusCol])
+resCategoryCol = Col("Resource", ["Rescue Vehicles", "Ambulances", "Personnel (Responders)", "Food Kits", "Water Supply", "Medical Kits"])
+resAvailableCol = Col("Available", ["42", "18", "186", "2400", "5200 L", "340"])
+resDeployedCol = Col("Deployed / Used", ["18 / 60", "12 / 30", "124 / 310", "860 distributed", "1800 L distributed", "112 used"])
+resStatusCol = Col("Status", ["Ready", "Ready", "Ready", "Adequate", "Low — Resupply Needed", "Adequate"])
+sheltersHeading = Heading("4. Shelters — Capacity & Occupancy", "h3")
+sheltersTable = Table([shelterNameCol, shelterCapacityCol, shelterOccupiedCol, shelterAvailableCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["North High School", "Community Center", "Expo Hall", "Riverside Church"])
+shelterCapacityCol = Col("Capacity", ["500", "350", "800", "250"])
+shelterOccupiedCol = Col("Occupied", ["412", "298", "655", "187"])
+shelterAvailableCol = Col("Free Beds", ["88", "52", "145", "63"])
+shelterStatusCol = Col("Status", ["Near Capacity", "Near Capacity", "Open", "Open"])
+shelterChart = BarChart(["North High School", "Community Center", "Expo Hall", "Riverside Church"], [shelterSeriesCap, shelterSeriesOcc], "grouped", "Shelter", "Persons")
+shelterSeriesCap = Series("Capacity", [500, 350, 800, 250])
+shelterSeriesOcc = Series("Occupied", [412, 298, 655, 187])
+evacHeading = Heading("5. Status of Each Evacuation Route", "h3")
+evacTable = Table([evacRouteCol, evacStatusCol, evacTrafficCol, evacAltCol])
+evacRouteCol = Col("Route", ["R-1 Riverside Pkwy North", "R-2 Hillcrest Hwy East", "R-3 Industrial Bypass", "R-4 Downtown Connector"])
+evacStatusCol = Col("Status", ["Open", "Congested", "Closed", "Open — Contraflow"])
+evacTrafficCol = Col("Traffic / Clearance", ["Free flow — 22 min", "Heavy — 48 min", "Blocked — Debris", "Moderate — 31 min"])
+evacAltCol = Col("Alternative", ["—", "Use R-4", "Use R-1 via Old Mill Rd", "—"])
+roadsHeading = Heading("12. Roads Closed", "h3")
+roadsList = ListBlock([road1, road2, road3, road4])
+road1 = ListItem("Old Mill Road — Bridge Washout", "Zone A • Closed since 08:15 • Est. reopen 20:00 • Detour via R-1")
+road2 = ListItem("Industrial Bypass (R-3) — KM 12-14", "Zone C • HazMat exclusion zone • Closed until decontamination complete")
+road3 = ListItem("Hillcrest Ridge Rd — Fire Line", "Zone B • Closed to public • Emergency vehicles only")
+road4 = ListItem("2nd & Main — Power Lines Down", "Zone D • Utility crew on site • Single lane closed")
+weatherHeading = Heading("6. Weather Forecast — Next 48 Hours", "h3")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+48h"], [weatherTempSeries, weatherWindSeries], "natural", "Time", "Value")
+weatherTempSeries = Series("Temp (°C)", [28, 27, 26, 24, 23, 25, 27, 29])
+weatherWindSeries = Series("Wind (km/h)", [12, 18, 25, 32, 28, 20, 15, 14])
+weatherTable = Table([weatherTimeCol, weatherCondCol, weatherTempCol, weatherWindCol, weatherPrecipCol])
+weatherTimeCol = Col("Time", ["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+48h"])
+weatherCondCol = Col("Condition", ["Partly Cloudy", "Cloudy", "Thunderstorm", "Heavy Rain", "Rain", "Cloudy", "Partly Cloudy", "Clear"])
+weatherTempCol = Col("Temp", ["28°C", "27°C", "26°C", "24°C", "23°C", "25°C", "27°C", "29°C"])
+weatherWindCol = Col("Wind", ["12 km/h NE", "18 km/h NE", "25 km/h E", "32 km/h E", "28 km/h SE", "20 km/h S", "15 km/h S", "14 km/h SW"])
+weatherPrecipCol = Col("Precip. %", ["10%", "20%", "80%", "95%", "70%", "30%", "15%", "5%"])
+hospitalsHeading = Heading("13. Nearby Hospitals — Free Beds", "h3")
+hospitalsTable = Table([hospNameCol, hospDistanceCol, hospFreeBedsCol, hospICUCol, hospStatusCol])
+hospNameCol = Col("Hospital", ["Riverside General", "Hillcrest Medical", "St. Mercy Central", "Downtown Urgent Care"])
+hospDistanceCol = Col("Distance", ["2.4 km", "5.1 km", "7.8 km", "1.2 km"])
+hospFreeBedsCol = Col("Free Beds", ["12", "4", "22", "6"])
+hospICUCol = Col("ICU Free", ["2", "0", "5", "1"])
+hospStatusCol = Col("Status", ["Accepting", "Divert — Full", "Accepting", "Accepting — Limited"])
+commsHeading = Heading("11. Communication Channels — Status", "h3")
+commsTable = Table([commsChannelCol, commsStatusCol, commsLatencyCol, commsLastCheckCol])
+commsChannelCol = Col("Channel", ["VHF Radio Ch.1 — Command", "Satellite Phone Net", "Cellular (LTE/5G)", "Internet / EOC LAN", "Public Alert Sirens"])
+commsStatusCol = Col("Status", ["Up", "Up", "Degraded", "Up", "Up"])
+commsLatencyCol = Col("Signal / Latency", ["Strong", "Good — 600ms", "Weak — Congested", "45ms", "Operational"])
+commsLastCheckCol = Col("Last Check", ["14:32", "14:30", "14:33", "14:34", "14:10"])
+volunteersHeading = Heading("8. Volunteers on Duty with Assignment", "h3")
+volunteersTable = Table([volNameCol, volAssignmentCol, volZoneCol, volShiftCol])
+volNameCol = Col("Volunteer", ["A. Martinez", "J. Chen", "K. Okafor", "S. Patel", "L. Dubois", "R. Thompson"])
+volAssignmentCol = Col("Assignment", ["Shelter Ops — North High", "Logistics — Food Distribution", "Medical Triage Support", "Evacuation Transport", "Comms & Registration", "Debris Clearance"])
+volZoneCol = Col("Zone", ["Zone A", "Zone A", "Zone C", "Zone B", "Zone D", "Zone B"])
+volShiftCol = Col("Shift", ["06:00-18:00", "06:00-18:00", "12:00-00:00", "06:00-18:00", "14:00-22:00", "12:00-00:00"])
+donationsHeading = Heading("9. Donations Received", "h3")
+donationsChart = PieChart(["Food Kits", "Water (L)", "Clothing Units", "Funds"], [2400, 5200, 1800, 4250], "donut", "circular")
+donationsTable = Table([donTypeCol, donAmountCol, donSourceCol])
+donTypeCol = Col("Type", ["Food Kits", "Water", "Clothing", "Funds"])
+donAmountCol = Col("Amount", ["2,400 kits", "5,200 L", "1,800 units", "$42,500"])
+donSourceCol = Col("Top Source", ["Red Cross — 1,200", "City Utilities — 3,000L", "Community Drive — 950", "Public Donations — $28k"])
+aidRequestsHeading = Heading("10. Aid Requests Awaiting Action", "h3")
+aidRequestsTable = Table([aidIdCol, aidTypeCol, aidZoneCol, aidPriorityCol, aidStatusCol])
+aidIdCol = Col("ID", ["AR-104", "AR-105", "AR-106", "AR-107", "AR-108"])
+aidTypeCol = Col("Request", ["Water — 300L", "Medical — Insulin", "Evacuation — 12 ppl", "Food — 80 kits", "Generator — 1 unit"])
+aidZoneCol = Col("Zone", ["Zone A", "Zone C", "Zone B", "Zone A", "Zone D"])
+aidPriorityCol = Col("Priority", ["High", "Critical", "High", "Medium", "Medium"])
+aidStatusCol = Col("Status", ["Pending — 22m", "Pending — 8m", "Assigned — En Route", "Pending — 45m", "Pending — 1h 10m"])
+tasksHeading = Heading("14. Open Tasks with Assignee", "h3")
+tasksTable = Table([taskIdCol, taskTitleCol, taskAssigneeCol, taskDueCol, taskStatusCol])
+taskIdCol = Col("Task", ["T-201", "T-202", "T-203", "T-204", "T-205"])
+taskTitleCol = Col("Title", ["Clear Old Mill Rd debris", "Set up HazMat perimeter R-3", "Deliver water to North High", "Restore substation D-4", "Update public broadcast 15:00"])
+taskAssigneeCol = Col("Assignee", ["Team Bravo — J. Reyes", "HazMat Unit 2 — K. Singh", "Logistics — M. Alvarez", "Utility Crew 3 — P. Okonkwo", "PIO — D. Williams"])
+taskDueCol = Col("Due", ["16:00", "15:30", "15:00", "18:00", "15:00"])
+taskStatusCol = Col("Status", ["In Progress", "In Progress", "Queued", "Queued", "Pending Review"])
+actionsHeading = Heading("Action Center", "h2")
+actionsCard = Card([requestHeading, requestForm, broadcastHeading, broadcastForm, sitrepHeading, sitrepForm], "sunk", "column", "l")
+requestHeading = Heading("15. Request More Resources — Type & Quantity", "h3")
+requestForm = Form("resource-request", requestButtons, [reqTypeControl, reqQtyControl, reqZoneControl, reqJustControl])
+reqTypeControl = FormControl("Resource Type", reqTypeSelect)
+reqTypeSelect = Select("resource_type", [reqTypeVehicle, reqTypePersonnel, reqTypeFood, reqTypeMedical, reqTypeWater], "Select type")
+reqTypeVehicle = SelectItem("vehicle", "Rescue Vehicle / Ambulance")
+reqTypePersonnel = SelectItem("personnel", "Personnel — Responders")
+reqTypeFood = SelectItem("food", "Food Kits")
+reqTypeMedical = SelectItem("medical", "Medical Kits / Supplies")
+reqTypeWater = SelectItem("water", "Water (Liters)")
+reqQtyControl = FormControl("Quantity", reqQtyInput, "Enter number required")
+reqQtyInput = Input("quantity", "e.g. 10", "number")
+reqZoneControl = FormControl("For Zone", reqZoneSelect)
+reqZoneSelect = Select("request_zone", [reqZoneA, reqZoneB, reqZoneC, reqZoneD], "Select zone")
+reqZoneA = SelectItem("zone-a", "Zone A — Riverside")
+reqZoneB = SelectItem("zone-b", "Zone B — Hillcrest")
+reqZoneC = SelectItem("zone-c", "Zone C — Industrial")
+reqZoneD = SelectItem("zone-d", "Zone D — Downtown")
+reqJustControl = FormControl("Justification / Notes", reqJustInput)
+reqJustInput = Input("justification", "Brief reason for request")
+requestButtons = Buttons([requestBtn])
+requestBtn = Button("Submit Resource Request", null, "primary")
+broadcastHeading = Heading("16. Broadcast an Update — Message", "h3")
+broadcastForm = Form("broadcast-update", bcButtons, [bcChannelControl, bcMessageControl])
+bcChannelControl = FormControl("Channel", bcChannelSelect)
+bcChannelSelect = Select("broadcast_channel", [bcAll, bcRadio, bcSMS, bcSocial], "Select channel")
+bcAll = SelectItem("all", "All Channels — Radio + SMS + Social + Sirens")
+bcRadio = SelectItem("radio", "VHF Radio — Responders Only")
+bcSMS = SelectItem("sms", "SMS / Cellular Alert — Public")
+bcSocial = SelectItem("social", "Social & Web — Public")
+bcMessageControl = FormControl("Message", bcMessageInput, "Max 280 characters for SMS. Be clear and actionable.")
+bcMessageInput = TextArea("broadcast_message", "e.g. EVACUATION UPDATE: R-3 remains closed. Residents in Zone A use R-1 North. Shelter space available at Expo Hall...", 4)
+bcButtons = Buttons([bcBtn])
+bcBtn = Button("Broadcast Now", null, "primary")
+sitrepHeading = Heading("18. File a Situation Report", "h3")
+sitrepForm = Form("sitrep", sitrepButtons, [sitrepZoneControl, sitrepTitleControl, sitrepSeverityControl, sitrepDetailsControl])
+sitrepZoneControl = FormControl("Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [sitrepZoneA, sitrepZoneB, sitrepZoneC, sitrepZoneD], "Select zone")
+sitrepZoneA = SelectItem("zone-a", "Zone A — Riverside")
+sitrepZoneB = SelectItem("zone-b", "Zone B — Hillcrest")
+sitrepZoneC = SelectItem("zone-c", "Zone C — Industrial")
+sitrepZoneD = SelectItem("zone-d", "Zone D — Downtown")
+sitrepTitleControl = FormControl("Report Title", sitrepTitleInput)
+sitrepTitleInput = Input("sitrep_title", "e.g. Levee inspection — North segment")
+sitrepSeverityControl = FormControl("Severity", sitrepSeveritySelect)
+sitrepSeveritySelect = Select("sitrep_severity", [sevCritical, sevHigh, sevMedium, sevLow], "Select severity")
+sevCritical = SelectItem("critical", "Critical")
+sevHigh = SelectItem("high", "High")
+sevMedium = SelectItem("medium", "Medium")
+sevLow = SelectItem("low", "Low")
+sitrepDetailsControl = FormControl("Details / Observations", sitrepDetailsInput)
+sitrepDetailsInput = TextArea("sitrep_details", "Describe situation, actions taken, needs...", 4)
+sitrepButtons = Buttons([sitrepBtn])
+sitrepBtn = Button("File Situation Report", null, "primary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..04493bde1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r2.txt
@@ -0,0 +1,195 @@
+root = Card([header, alertCritical, kpiRow, tabsMain, footerNote])
+header = CardHeader("Emergency Response Coordination Center — Operation ALFA", "EOC Active • Citywide Storm Surge • Last sync 2 min ago • Commander: D. Reyes")
+alertCritical = Alert("3 Critical Incidents Active", "North Zone flooding and Harbor levee breach require immediate evacuation. All channels monitored.", "destructive")
+kpiRow = Card([kpiRescuedCard, kpiCasualtiesCard, kpiCapacityCard, kpiRoadsCard], "clear", "row", "m")
+kpiRescuedCard = Card([kpiRescuedText, kpiRescuedSub], "card", "column", "xs")
+kpiRescuedText = TextContent("847 Rescued", "large-heavy")
+kpiRescuedSub = TextContent("People rescued so far • +42 in last hour", "small")
+kpiCasualtiesCard = Card([kpiCasualtiesText, kpiCasualtiesSub], "card", "column", "xs")
+kpiCasualtiesText = TextContent("23 Casualties", "large-heavy")
+kpiCasualtiesSub = TextContent("11 Missing • 31 Hospitalized", "small")
+kpiCapacityCard = Card([kpiCapacityText, kpiCapacitySub], "card", "column", "xs")
+kpiCapacityText = TextContent("1,842 / 2,900 Shelter Occupancy", "large-heavy")
+kpiCapacitySub = Progress(63, "63% occupied")
+kpiRoadsCard = Card([kpiRoadsText, kpiRoadsSub], "card", "column", "xs")
+kpiRoadsText = TextContent("8 Roads Closed", "large-heavy")
+kpiRoadsSub = TextContent("4 Evac routes restricted", "small")
+tabsMain = Tabs([tabOperations, tabResources, tabPeople, tabActions])
+tabOperations = TabItem("ops", "Operations & Zones", [incidentsHeader, incidentsTable, severityRow, evacHeader, evacTable, roadsHeader, roadsList, separatorOps])
+incidentsHeader = Heading("1. Active Incidents by Zone with Severity", "h3")
+incidentsTable = Table([colZone, colIncident, colSeverity, colIncidentStatus])
+colZone = Col("Zone", ["North", "Harbor", "Central", "East", "South", "West"])
+colIncident = Col("Incident", ["River Flooding", "Levee Breach", "Power Outage", "Landslide", "Flash Flood", "Structure Fire"])
+colSeverity = Col("Severity", ["Critical", "Critical", "High", "High", "Medium", "Medium"])
+colIncidentStatus = Col("Status", ["Ongoing", "Ongoing", "Contained", "Ongoing", "Monitoring", "Contained"])
+severityRow = Card([severitySummaryCard, severityPie], "clear", "row", "m")
+severitySummaryCard = Card([severityHeader, severityCallout, severityTags], "sunk", "column", "s")
+severityHeader = Heading("2. Overall Severity Summary", "h4")
+severityCallout = Callout("warning", "Elevated Citywide Risk", "3 Critical • 5 High • 4 Medium • 2 Low — 14 active incidents")
+severityTags = TagBlock(["3 Critical", "5 High", "4 Medium", "2 Low"])
+severityPie = PieChart(["Critical", "High", "Medium", "Low"], [3, 5, 4, 2], "donut", "circular")
+evacHeader = Heading("5. Evacuation Route Status", "h3")
+evacTable = Table([evacColRoute, evacColZone, evacColStatus, evacColUpdate])
+evacColRoute = Col("Route", ["Route A — Hwy 101 N", "Route B — Harbor Bridge", "Route C — East Corridor", "Route D — South Bypass"])
+evacColZone = Col("Zone Served", ["North / Central", "Harbor", "East", "South / West"])
+evacColStatus = Col("Status", ["Open - Clear", "Closed", "Congested", "Open - Restricted"])
+evacColUpdate = Col("Last Checked", ["09:42", "09:38", "09:45", "09:40"])
+roadsHeader = Heading("12. Roads Closed", "h3")
+roadsList = ListBlock([road1, road2, road3, road4, road5])
+road1 = ListItem("Harbor Bridge (both directions)", "Structural inspection • Harbor Zone • Detour via Route D")
+road2 = ListItem("North River Rd — Mile 4-7", "Flooding 1.2m • North Zone")
+road3 = ListItem("East Hillside Dr", "Landslide debris • East Zone")
+road4 = ListItem("Central Ave underpass", "Power lines down • Central Zone")
+road5 = ListItem("South Levee Access Rd", "Precautionary closure • South Zone")
+separatorOps = Separator("horizontal", true)
+tabResources = TabItem("resources", "Resources & Care", [resourcesHeader, resourcesTable, sheltersHeader, sheltersTable, sheltersProgressRow, hospitalsHeader, hospitalsTable, donationsHeader, donationsTable, aidHeader, aidTable])
+resourcesHeader = Heading("3. Vehicles, Personnel & Supplies Available", "h3")
+resourcesTable = Table([resColCategory, resColType, resColAvailable, resColTotal, resColStatus])
+resColCategory = Col("Category", ["Vehicles", "Vehicles", "Personnel", "Personnel", "Supplies", "Supplies"])
+resColType = Col("Type", ["Rescue Boats", "High-Water Trucks", "Swift Water Teams", "Medics / Paramedics", "Medical Kits", "Water / Food Pallets"])
+resColAvailable = Col("Available", ["12", "9", "8", "24", "420", "180"])
+resColTotal = Col("Total", ["18", "14", "12", "32", "600", "300"])
+resColStatus = Col("Status", ["Ready", "Ready", "Deployed 4", "Deployed 8", "Low", "Adequate"])
+sheltersHeader = Heading("4. Shelters — Capacity & Occupancy", "h3")
+sheltersTable = Table([shelterColName, shelterColZone, shelterColCapacity, shelterColOccupancy, shelterColFree])
+shelterColName = Col("Shelter", ["North High School", "Harbor Community Center", "Central Arena", "East Middle School", "South Expo Hall"])
+shelterColZone = Col("Zone", ["North", "Harbor", "Central", "East", "South"])
+shelterColCapacity = Col("Capacity", ["500", "400", "900", "350", "750"])
+shelterColOccupancy = Col("Occupancy", ["412", "398", "612", "210", "210"])
+shelterColFree = Col("Free Beds", ["88", "2", "288", "140", "540"])
+sheltersProgressRow = Card([shelterP1, shelterP2, shelterP3], "clear", "row", "s")
+shelterP1 = Progress(82, "North High 82%")
+shelterP2 = Progress(99, "Harbor 99% — FULL")
+shelterP3 = Progress(68, "Central Arena 68%")
+hospitalsHeader = Heading("13. Nearby Hospitals — Free Beds", "h3")
+hospitalsTable = Table([hospColName, hospColDistance, hospColFreeBeds, hospColTotalBeds, hospColStatus])
+hospColName = Col("Hospital", ["General City Hospital", "Harbor Medical", "St. Mary's North", "South County ER"])
+hospColDistance = Col("Distance", ["2.1 km", "4.5 km", "6.2 km", "8.0 km"])
+hospColFreeBeds = Col("Free Beds", ["14", "3", "22", "18"])
+hospColTotalBeds = Col("Total Beds", ["120", "45", "80", "60"])
+hospColStatus = Col("Status", ["Accepting", "Limited", "Accepting", "Accepting"])
+donationsHeader = Heading("9. Donations Received", "h3")
+donationsTable = Table([donColSource, donColType, donColAmount, donColStatus])
+donColSource = Col("Source", ["Red Cross", "City Food Bank", "Private Donors", "State Reserve", "Local Businesses"])
+donColType = Col("Type", ["Funds", "Food Pallets", "Clothing", "Water", "Fuel"])
+donColAmount = Col("Amount", ["$42,500", "120 pallets", "800 kits", "15,000 L", "2,400 L"])
+donColStatus = Col("Status", ["Allocated", "At Warehouse", "Sorting", "Delivered", "Reserved"])
+aidHeader = Heading("10. Aid Requests Awaiting Action", "h3")
+aidTable = Table([aidColId, aidColZone, aidColRequest, aidColPriority, aidColStatus])
+aidColId = Col("ID", ["AR-1042", "AR-1043", "AR-1044", "AR-1045", "AR-1046"])
+aidColZone = Col("Zone", ["North", "Harbor", "East", "South", "Central"])
+aidColRequest = Col("Request", ["Insulin + Generator", "Boat Evacuation 6ppl", "Drinking Water", "Temporary Roofing", "Baby Formula"])
+aidColPriority = Col("Priority", ["Critical", "Critical", "High", "Medium", "High"])
+aidColStatus = Col("Action", ["Awaiting Dispatch", "Awaiting Boat", "Awaiting Supply", "Queued", "Queued"])
+tabPeople = TabItem("people", "People & Comms", [rescueHeader, rescueBar, volunteersHeader, volunteersList, tasksHeader, tasksTable, commsHeader, commsTable, weatherHeader, weatherChart, weatherCallout])
+rescueHeader = Heading("7. People Rescued & Casualties So Far", "h3")
+rescueBar = BarChart(["North", "Harbor", "Central", "East", "South", "West"], [rescueSeries, casualtySeries], "grouped", "Zone", "People")
+rescueSeries = Series("Rescued", [210, 185, 142, 98, 132, 80])
+casualtySeries = Series("Casualties", [6, 9, 2, 4, 1, 1])
+volunteersHeader = Heading("8. Volunteers on Duty with Assignment", "h3")
+volunteersList = ListBlock([vol1, vol2, vol3, vol4, vol5, vol6])
+vol1 = ListItem("M. Alvarez — Team Lead", "Assignment: North High Shelter — Registration • Shift 06:00-14:00")
+vol2 = ListItem("J. Chen — Swift Water", "Assignment: Harbor Levee — Boat Crew B • On water")
+vol3 = ListItem("K. Okafor — Medic", "Assignment: Central Arena — Triage • 12 patients")
+vol4 = ListItem("S. Patel — Logistics", "Assignment: Warehouse — Donations sorting")
+vol5 = ListItem("R. Thompson — Driver", "Assignment: Route D — Supply shuttle")
+vol6 = ListItem("L. Nguyen — Comms", "Assignment: EOC — Radio dispatch")
+tasksHeader = Heading("14. Open Tasks with Assignee", "h3")
+tasksTable = Table([taskColTask, taskColAssignee, taskColPriority, taskColDue])
+taskColTask = Col("Task", ["Clear East Hillside Dr debris", "Deliver generator to North clinic", "Inspect Harbor Bridge", "Set up cots at South Expo", "Update evacuation map"])
+taskColAssignee = Col("Assignee", ["Public Works — Team 2", "Logistics — R. Thompson", "Engineering — A. Silva", "Volunteers — M. Alvarez", "Ops — D. Reyes"])
+taskColPriority = Col("Priority", ["High", "Critical", "High", "Medium", "Medium"])
+taskColDue = Col("Due", ["11:30", "10:30", "12:00", "14:00", "10:00"])
+commsHeader = Heading("11. Communication Channels — Status", "h3")
+commsTable = Table([commsColChannel, commsColStatus, commsColLatency, commsColNote])
+commsColChannel = Col("Channel", ["VHF Radio", "Satellite Link", "Cellular Network", "Internet / EOC LAN", "Public Address / Sirens"])
+commsColStatus = Col("Status", ["Up", "Up", "Degraded", "Up", "Up"])
+commsColLatency = Col("Latency", ["<1s", "1.2s", "—", "45ms", "—"])
+commsColNote = Col("Note", ["Primary", "Backup active", "Tower North down", "Stable", "Tested 09:30"])
+weatherHeader = Heading("6. Weather Forecast — Next 48 Hours", "h3")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [weatherTemp, weatherWind, weatherRain], "natural", "Time", "Value")
+weatherTemp = Series("Temp °C", [18, 17, 16, 15, 14, 15, 16, 17, 18])
+weatherWind = Series("Wind km/h", [22, 35, 42, 38, 28, 24, 20, 18, 15])
+weatherRain = Series("Rain mm/h", [4, 8, 12, 9, 5, 2, 1, 0, 0])
+weatherCallout = Callout("warning", "Peak winds +42 km/h at +12h with heavy rain 12mm/h", "Expect renewed flooding in North & Harbor. Secure loose assets before 15:00.")
+tabActions = TabItem("actions", "Actions & Reports", [actionsIntro, zoneFocusForm, requestForm, broadcastForm, sitrepForm])
+actionsIntro = TextContent("Use the controls below to coordinate response. All actions are logged and broadcast to zone leads.", "small")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("17. Focus on One Zone", zoneFocusSelect, "Filters incidents, shelters and routes to selected zone")
+zoneFocusSelect = Select("zone", [zoneNorth, zoneHarbor, zoneCentral, zoneEast, zoneSouth, zoneWest, zoneAll], "Select zone")
+zoneNorth = SelectItem("north", "North Zone")
+zoneHarbor = SelectItem("harbor", "Harbor Zone")
+zoneCentral = SelectItem("central", "Central Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneAll = SelectItem("all", "All Zones — Clear focus")
+zoneFocusButtons = Buttons([zoneFocusBtn])
+zoneFocusBtn = Button("Apply Zone Focus", null, "primary")
+requestForm = Form("request-resources", requestButtons, [reqTypeField, reqQtyField, reqZoneField, reqPriorityField])
+reqTypeField = FormControl("15. Request More Resources — Type", reqTypeSelect)
+reqTypeSelect = Select("resource_type", [reqBoats, reqTrucks, reqTeams, reqMedics, reqKits, reqWater], "Choose resource type")
+reqBoats = SelectItem("boats", "Rescue Boats")
+reqTrucks = SelectItem("trucks", "High-Water Trucks")
+reqTeams = SelectItem("teams", "Swift Water Teams")
+reqMedics = SelectItem("medics", "Medics / Paramedics")
+reqKits = SelectItem("kits", "Medical Kits")
+reqWater = SelectItem("water", "Water / Food Pallets")
+reqQtyField = FormControl("Quantity", reqQtyInput, "Number of units or pallets")
+reqQtyInput = Input("quantity", "e.g. 4", "number")
+reqZoneField = FormControl("Deliver to Zone", reqZoneSelect)
+reqZoneSelect = Select("deliver_zone", [reqZoneNorth, reqZoneHarbor, reqZoneCentral, reqZoneEast, reqZoneSouth], "Select zone")
+reqZoneNorth = SelectItem("north", "North")
+reqZoneHarbor = SelectItem("harbor", "Harbor")
+reqZoneCentral = SelectItem("central", "Central")
+reqZoneEast = SelectItem("east", "East")
+reqZoneSouth = SelectItem("south", "South")
+reqPriorityField = FormControl("Priority", reqPriorityRadio)
+reqPriorityRadio = RadioGroup("priority", [prioCritical, prioHigh, prioMedium])
+prioCritical = RadioItem("Critical", "Life-threatening need", "critical")
+prioHigh = RadioItem("High", "Urgent within 2h", "high")
+prioMedium = RadioItem("Medium", "Within 12h", "medium")
+requestButtons = Buttons([requestSubmit, requestCancel])
+requestSubmit = Button("Submit Resource Request", null, "primary")
+requestCancel = Button("Clear", null, "tertiary")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastChannelField, broadcastMessageField])
+broadcastChannelField = FormControl("16. Broadcast Update — Channel", broadcastChannelSelect, "Choose where to send")
+broadcastChannelSelect = Select("broadcast_channel", [bcAll, bcRadio, bcSms, bcPa], "Select channel")
+bcAll = SelectItem("all", "All Channels")
+bcRadio = SelectItem("radio", "VHF Radio")
+bcSms = SelectItem("sms", "SMS / Cellular")
+bcPa = SelectItem("pa", "Public Address / Sirens")
+broadcastMessageField = FormControl("Message", broadcastMessageInput, "Max 280 characters — will be logged")
+broadcastMessageInput = TextArea("message", "Type urgent update to field teams and public...", 3)
+broadcastButtons = Buttons([broadcastSend])
+broadcastSend = Button("Broadcast Now", null, "primary")
+sitrepForm = Form("sitrep", sitrepButtons, [sitrepZoneField, sitrepTypeField, sitrepSeverityField, sitrepDetailsField, sitrepDateField])
+sitrepZoneField = FormControl("18. File Situation Report — Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [srNorth, srHarbor, srCentral, srEast, srSouth, srWest], "Select zone")
+srNorth = SelectItem("north", "North")
+srHarbor = SelectItem("harbor", "Harbor")
+srCentral = SelectItem("central", "Central")
+srEast = SelectItem("east", "East")
+srSouth = SelectItem("south", "South")
+srWest = SelectItem("west", "West")
+sitrepTypeField = FormControl("Incident Type", sitrepTypeSelect)
+sitrepTypeSelect = Select("sitrep_type", [srFlood, srLandslide, srPower, srFire, srMedical], "Select type")
+srFlood = SelectItem("flood", "Flooding")
+srLandslide = SelectItem("landslide", "Landslide")
+srPower = SelectItem("power", "Power Outage")
+srFire = SelectItem("fire", "Fire / Hazard")
+srMedical = SelectItem("medical", "Medical Emergency")
+sitrepSeverityField = FormControl("Severity", sitrepSeverityRadio)
+sitrepSeverityRadio = RadioGroup("sitrep_severity", [sevCritical, sevHigh, sevMedium, sevLow])
+sevCritical = RadioItem("Critical", "Immediate danger", "critical")
+sevHigh = RadioItem("High", "Major impact", "high")
+sevMedium = RadioItem("Medium", "Moderate", "medium")
+sevLow = RadioItem("Low", "Minor", "low")
+sitrepDetailsField = FormControl("Details / Observations", sitrepDetailsInput)
+sitrepDetailsInput = TextArea("details", "Describe situation, actions taken, needs...", 4)
+sitrepDateField = FormControl("Time of Observation", sitrepDatePicker)
+sitrepDatePicker = DatePicker("observed_at", "single")
+sitrepButtons = Buttons([sitrepSubmit, sitrepDraft])
+sitrepSubmit = Button("File Situation Report", null, "primary")
+sitrepDraft = Button("Save Draft", null, "secondary")
+footerNote = TextContent("All data auto-refreshes every 60s • EOC Hotline: VHF Ch 16 • Next briefing 10:00 • Items 1-18 covered in this single screen", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..f6ec6b073
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r3.txt
@@ -0,0 +1,236 @@
+root = Card([header, zoneFocusCard, alertCritical, severityRow, incidentsCard, resourcesCard, sheltersCard, routesRoadsRow, weatherCard, rescueCard, volunteersCard, donationsCard, aidRequestsCard, commsCard, hospitalsCard, tasksCard, actionsRow], "card", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Live operational picture — 18 Aug 2026 14:35 UTC | EOC Level 2 Activated")
+zoneFocusCard = Card([zoneFocusHeader, zoneFocusForm, zoneFocusHint], "sunk", "column", "s")
+zoneFocusHeader = Heading("Zone Focus Control", "h3")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneSelectField])
+zoneSelectField = FormControl("Focus Zone", zoneSelect, "Filter all boards to a single zone")
+zoneSelect = Select("zone", [zoneAll, zoneNorth, zoneCentral, zoneSouth, zoneEast, zoneWest, zoneRiverside], "Select zone")
+zoneAll = SelectItem("all", "All Zones — Overview")
+zoneNorth = SelectItem("north", "North Zone")
+zoneCentral = SelectItem("central", "Central Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneRiverside = SelectItem("riverside", "Riverside Zone")
+zoneFocusButtons = Buttons([zoneApplyBtn, zoneResetBtn])
+zoneApplyBtn = Button("Apply Focus", null, "primary")
+zoneResetBtn = Button("Reset View", null, "secondary")
+zoneFocusHint = TextContent("Tip: Selecting a zone highlights related incidents, shelters, routes and tasks. Currently showing: All Zones.", "small")
+alertCritical = Alert("4 Critical Incidents Active", "North Flooding + Riverside Levee Breach require immediate resource reallocation. 2 evacuation routes congested.", "destructive")
+severityRow = Card([severitySummaryCard, severityChartCard], "clear", "row", "m")
+severitySummaryCard = Card([severitySummaryHeader, severitySummaryTable, severityCallout], "card", "column", "s")
+severitySummaryHeader = Heading("Overall Severity Summary", "h3")
+severitySummaryTable = Table([sevLevelCol, sevCountCol, sevTrendCol])
+sevLevelCol = Col("Severity", ["Critical", "High", "Medium", "Low"])
+sevCountCol = Col("Incidents", [4, 7, 5, 3])
+sevTrendCol = Col("Trend (24h)", ["↑ +1", "→ 0", "↓ -2", "↓ -1"])
+severityCallout = Callout("warning", "Severity Index: 7.8 / 10 — High", "Weighted by population impact. Critical incidents concentrated in North (2) and Riverside (2).")
+severityChartCard = Card([severityChartHeader, severityPie, severityLegend], "card", "column", "s")
+severityChartHeader = Heading("Severity Distribution (19 Active)", "h4")
+severityPie = PieChart(["Critical", "High", "Medium", "Low"], [4, 7, 5, 3], "donut", "circular")
+severityLegend = TextContent("Critical = Life-threatening / Immediate evacuation. High = Major damage / injuries reported.", "small")
+incidentsCard = Card([incidentsHeader, incidentsTable, incidentsFooter], "card", "column", "s")
+incidentsHeader = Heading("1. Active Incidents by Zone with Severity", "h3")
+incidentsTable = Table([incZoneCol, incIncidentCol, incSeverityCol, incStatusCol, incUpdatedCol])
+incZoneCol = Col("Zone", ["North", "North", "Central", "Central", "South", "East", "Riverside", "Riverside", "West"])
+incIncidentCol = Col("Incident", ["River Flooding - Sector 4", "Power Substation Fire", "Structure Collapse - Downtown", "Chemical Spill - Industrial Park", "Landslide - Hwy 17", "Flash Flood - Creek Basin", "Levee Breach - East Bank", "Evacuation Refusal Cluster", "Wildfire Spot - Ridge Line"])
+incSeverityCol = Col("Severity", ["Critical", "High", "High", "Critical", "Medium", "High", "Critical", "Medium", "Critical"])
+incStatusCol = Col("Status", ["Ongoing", "Contained", "Ongoing", "Ongoing", "Monitoring", "Ongoing", "Ongoing", "Negotiating", "Ongoing"])
+incUpdatedCol = Col("Last Update", ["14:22", "13:50", "14:10", "12:40", "11:30", "14:05", "14:28", "13:15", "14:00"])
+incidentsFooter = TextContent("19 total active. Table shows 9 highest priority. Filter by Zone Focus above.", "small")
+resourcesCard = Card([resourcesHeader, resourcesStatsRow, resourcesTable, resourcesBar], "card", "column", "s")
+resourcesHeader = Heading("3. Vehicles, Personnel & Supplies Available", "h3")
+resourcesStatsRow = Card([vehStat, persStat, supplyStat], "clear", "row", "s")
+vehStat = Card([vehText], "sunk", "column", "s")
+vehText = TextContent("🚒 Vehicles: 18 / 32 available (56%) — 6 dispatched, 8 in maintenance", "small-heavy")
+persStat = Card([persText], "sunk", "column", "s")
+persText = TextContent("👷 Personnel: 84 / 120 available (70%) — 36 deployed", "small-heavy")
+supplyStat = Card([supplyText], "sunk", "column", "s")
+supplyText = TextContent("📦 Supplies: 42 pallets ready — Food, Water, Medical kits", "small-heavy")
+resourcesTable = Table([resCatCol, resAvailCol, resTotalCol, resDeployedCol, resStatusCol])
+resCatCol = Col("Category", ["Rescue Trucks", "Ambulances", "Boats / High-Water Vehicles", "Personnel - Rescue", "Personnel - Medical", "Food Pallets", "Water (1000L units)", "Medical Kits"])
+resAvailCol = Col("Available", [8, 5, 5, 42, 28, 18, 14, 10])
+resTotalCol = Col("Total", [12, 8, 12, 60, 40, 30, 20, 25])
+resDeployedCol = Col("Deployed", [4, 3, 7, 18, 12, 12, 6, 15])
+resStatusCol = Col("Status", ["Ready", "Ready", "Stretched", "Ready", "Ready", "Adequate", "Adequate", "Low"])
+resourcesBar = HorizontalBarChart(["Vehicles", "Personnel", "Food", "Water", "Medical Kits"], [resAvailSeries, resDeployedSeries], "stacked", "Units", "Count")
+resAvailSeries = Series("Available", [18, 70, 18, 14, 10])
+resDeployedSeries = Series("Deployed/In Use", [14, 36, 12, 6, 15])
+sheltersCard = Card([sheltersHeader, sheltersTable, sheltersProgressRow], "card", "column", "s")
+sheltersHeader = Heading("4. Shelters — Capacity & Occupancy", "h3")
+sheltersTable = Table([shelterNameCol, shelterCapCol, shelterOccCol, shelterAvailCol, shelterPctCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Central High School", "Riverside Community Center", "North Arena", "South Elementary", "Expo Field Hospital Shelter"])
+shelterCapCol = Col("Capacity", [450, 300, 600, 250, 400])
+shelterOccCol = Col("Occupied", [412, 285, 310, 198, 122])
+shelterAvailCol = Col("Free", [38, 15, 290, 52, 278])
+shelterPctCol = Col("Occupancy", ["92%", "95%", "52%", "79%", "31%"])
+shelterStatusCol = Col("Status", ["Near Full", "Critical", "Available", "Available", "Available"])
+sheltersProgressRow = Card([prog1, prog2, prog3], "clear", "row", "s")
+prog1 = Progress(92, "Central High: 92%")
+prog2 = Progress(95, "Riverside CC: 95%")
+prog3 = Progress(52, "North Arena: 52%")
+routesRoadsRow = Card([routesCard, roadsCard], "clear", "row", "m")
+routesCard = Card([routesHeader, routesTable], "card", "column", "s")
+routesHeader = Heading("5. Evacuation Route Status", "h3")
+routesTable = Table([routeNameCol, routeStatusCol, routeLoadCol, routeNotesCol])
+routeNameCol = Col("Route", ["Route A - North Hwy 101", "Route B - Central Express", "Route C - Riverside Levee Rd", "Route D - South Corridor", "Route E - East Bypass"])
+routeStatusCol = Col("Status", ["Open", "Congested", "Closed", "Open", "Congested"])
+routeLoadCol = Col("Traffic Load", ["45%", "88%", "—", "32%", "76%"])
+routeNotesCol = Col("Notes", ["Clear", "Accident at KM 12 - slow", "Levee breach - impassable", "Contraflow active", "Debris - one lane"])
+roadsCard = Card([roadsHeader, roadsList, roadsTags], "card", "column", "s")
+roadsHeader = Heading("12. Roads Closed", "h3")
+roadsList = ListBlock([road1, road2, road3, road4, road5])
+road1 = ListItem("Riverside Levee Rd (KM 8-14)", "Closed — levee breach, water over road")
+road2 = ListItem("Hwy 17 - South Pass", "Closed — landslide, clearance est. 18:00")
+road3 = ListItem("Old Creek Bridge", "Closed — structural inspection")
+road4 = ListItem("Industrial Park Access Rd", "Closed — chemical spill perimeter")
+road5 = ListItem("North Sector 4 - Elm St", "Closed — flooding 1.2m depth")
+roadsTags = TagBlock(["Levee Rd", "Hwy 17", "Old Creek Bridge", "Industrial Access", "Elm St"])
+weatherCard = Card([weatherHeader, weatherChart, weatherTable, weatherAlert], "card", "column", "s")
+weatherHeader = Heading("6. Weather Forecast — Next 48 Hours", "h3")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [tempSeries, windSeries, rainSeries], "natural", "Time", "Value")
+tempSeries = Series("Temp °C", [28, 27, 24, 22, 23, 26, 29, 30, 28])
+windSeries = Series("Wind km/h", [18, 24, 32, 45, 38, 28, 22, 18, 15])
+rainSeries = Series("Rain %", [20, 45, 80, 90, 75, 40, 25, 15, 10])
+weatherTable = Table([weatherTimeCol, weatherCondCol, weatherTempCol, weatherWindCol, weatherRainCol])
+weatherTimeCol = Col("Time", ["Now", "+6h", "+12h", "+18h", "+24h", "+48h"])
+weatherCondCol = Col("Condition", ["Partly Cloudy", "Showers", "Heavy Rain", "Thunderstorm", "Rain", "Clearing"])
+weatherTempCol = Col("Temp", ["28°C", "27°C", "24°C", "22°C", "23°C", "28°C"])
+weatherWindCol = Col("Wind", ["18 km/h NE", "24 km/h NE", "32 km/h N", "45 km/h N", "38 km/h NW", "15 km/h W"])
+weatherRainCol = Col("Rain Prob.", ["20%", "45%", "80%", "90%", "75%", "10%"])
+weatherAlert = Callout("warning", "Wind gust 45 km/h + heavy rain at +18h", "May worsen North flooding and delay air operations. Secure shelters.")
+rescueCard = Card([rescueHeader, rescueChart, rescueTable], "card", "column", "s")
+rescueHeader = Heading("7. People Rescued & Casualties So Far", "h3")
+rescueChart = BarChart(["Rescued", "Evacuated", "Injured", "Casualties", "Missing"], [rescueSeries], "grouped", "Category", "Persons")
+rescueSeries = Series("Persons", [342, 1240, 67, 18, 9])
+rescueTable = Table([rescueMetricCol, rescueCountCol, rescueChangeCol])
+rescueMetricCol = Col("Metric", ["Rescued (by teams)", "Self-Evacuated", "Injured / Hospitalized", "Casualties (confirmed)", "Missing / Unaccounted"])
+rescueCountCol = Col("Count", [342, 1240, 67, 18, 9])
+rescueChangeCol = Col("Last 6h", ["+38", "+210", "+9", "+2", "-4"])
+volunteersCard = Card([volunteersHeader, volunteersTable], "card", "column", "s")
+volunteersHeader = Heading("8. Volunteers on Duty with Assignment", "h3")
+volunteersTable = Table([volNameCol, volAssignCol, volZoneCol, volShiftCol, volStatusCol])
+volNameCol = Col("Volunteer", ["A. Martinez", "J. Chen", "S. Okafor", "R. Thompson", "K. Williams", "D. Patel", "L. Nguyen", "M. Rossi"])
+volAssignCol = Col("Assignment", ["Shelter Mgmt - Central High", "Boat Rescue - North", "Medical Triage - Riverside", "Logistics - Food Dist.", "Comms - Radio Relay", "Evacuation Guide - South", "Drone Surveillance", "Transport - Ambulance Support"])
+volZoneCol = Col("Zone", ["Central", "North", "Riverside", "Central", "East", "South", "North", "West"])
+volShiftCol = Col("Shift", ["08:00-20:00", "06:00-18:00", "12:00-00:00", "08:00-20:00", "14:00-02:00", "07:00-19:00", "10:00-22:00", "09:00-21:00"])
+volStatusCol = Col("Status", ["On Duty", "On Duty", "On Duty", "On Break", "On Duty", "On Duty", "On Duty", "On Duty"])
+donationsCard = Card([donationsHeader, donationsBar, donationsTable], "card", "column", "s")
+donationsHeader = Heading("9. Donations Received", "h3")
+donationsBar = BarChart(["Food", "Water", "Blankets", "Clothing", "Funds"], [donationsSeries], "grouped", "Type", "Amount")
+donationsSeries = Series("Received", [2.4, 8.5, 1200, 850, 42])
+donationsTable = Table([donTypeCol, donQtyCol, donSourceCol, donStatusCol])
+donTypeCol = Col("Type", ["Food", "Water", "Blankets", "Clothing Kits", "Funds"])
+donQtyCol = Col("Quantity", ["2.4 tons", "8,500 L", "1,200 units", "850 kits", "$42,300"])
+donSourceCol = Col("Source", ["Red Cross + Local", "Municipal Reserve", "Community Drive", "NGO Alliance", "Public Donations"])
+donStatusCol = Col("Status", ["Distributed 60%", "Stocked", "Stocked", "Sorting", "Allocated"])
+aidRequestsCard = Card([aidRequestsHeader, aidRequestsTable, aidRequestsCallout], "card", "column", "s")
+aidRequestsHeader = Heading("10. Aid Requests Awaiting Action", "h3")
+aidRequestsTable = Table([aidIdCol, aidTypeCol, aidLocCol, aidPriorityCol, aidAgeCol, aidStatusCol])
+aidIdCol = Col("ID", ["AR-1042", "AR-1045", "AR-1048", "AR-1051", "AR-1053"])
+aidTypeCol = Col("Request", ["Water + Food - 80 ppl", "Medical Evac - 2 injured", "Diapers / Infant Formula", "Generator Fuel", "Rescue - Family trapped"])
+aidLocCol = Col("Location", ["North Sector 4", "Riverside East Bank", "South Elementary Shelter", "Central High Shelter", "North Elm St 142"])
+aidPriorityCol = Col("Priority", ["High", "Critical", "Medium", "High", "Critical"])
+aidAgeCol = Col("Waiting", ["45 min", "12 min", "2h 10m", "1h 05m", "22 min"])
+aidStatusCol = Col("Status", ["Queued", "Dispatched", "Queued", "Queued", "Queued"])
+aidRequestsCallout = Callout("info", "5 requests queued — 2 Critical", "Oldest: AR-1048 (2h 10m). Consider prioritizing Riverside medical evac.")
+commsCard = Card([commsHeader, commsTable, commsFooter], "card", "column", "s")
+commsHeader = Heading("11. Communication Channels — Status", "h3")
+commsTable = Table([commsChannelCol, commsStatusCol, commsLatencyCol, commsBackupCol])
+commsChannelCol = Col("Channel", ["VHF Radio - Primary", "Satellite Link", "Cellular Network", "Internet / EOC LAN", "Emergency Hotline 115", "Public Alert Sirens"])
+commsStatusCol = Col("Status", ["Up", "Up", "Degraded", "Up", "Up", "Up"])
+commsLatencyCol = Col("Latency / Load", ["Low", "420ms", "High congestion", "Normal", "3 calls queued", "Standby"])
+commsBackupCol = Col("Backup", ["Battery 12h", "Battery 8h", "Sat fallback active", "4G failover", "2 operators", "Manual trigger"])
+commsFooter = TextContent("Cellular degraded in North/Riverside — use VHF/Satellite for critical traffic.", "small")
+hospitalsCard = Card([hospitalsHeader, hospitalsTable, hospitalsBar], "card", "column", "s")
+hospitalsHeader = Heading("13. Nearby Hospitals — Free Beds", "h3")
+hospitalsTable = Table([hospNameCol, hospFreeCol, hospTotalCol, hospOccCol, hospDistCol, hospStatusCol2])
+hospNameCol = Col("Hospital", ["Central General", "St. Mary's", "Riverside Medical", "Field Hospital - Expo"])
+hospFreeCol = Col("Free Beds", [12, 4, 22, 28])
+hospTotalCol = Col("Total Beds", [40, 30, 50, 35])
+hospOccCol = Col("Occupancy", ["70%", "87%", "56%", "20%"])
+hospDistCol = Col("Distance", ["2.1 km", "4.5 km", "6.8 km", "1.2 km"])
+hospStatusCol2 = Col("ER Status", ["Open", "Limited", "Open", "Open - Trauma"])
+hospitalsBar = HorizontalBarChart(["Central General", "St. Mary's", "Riverside Medical", "Field Hospital"], [hospFreeSeries, hospOccupiedSeries], "stacked", "Beds", "Count")
+hospFreeSeries = Series("Free", [12, 4, 22, 28])
+hospOccupiedSeries = Series("Occupied", [28, 26, 28, 7])
+tasksCard = Card([tasksHeader, tasksTable], "card", "column", "s")
+tasksHeader = Heading("14. Open Tasks with Assignee", "h3")
+tasksTable = Table([taskTitleCol, taskAssigneeCol, taskPriorityCol, taskDueCol, taskStatusCol2])
+taskTitleCol = Col("Task", ["Clear debris - Route B KM12", "Deliver water to North Sector 4", "Inspect Old Creek Bridge", "Set up cots - North Arena", "Coordinate fuel for generators", "Update public alert - Riverside"])
+taskAssigneeCol = Col("Assignee", ["Team Bravo - J. Lee", "Logistics - K. Williams", "Engineering - P. Gomez", "Volunteers - A. Martinez", "Ops - Chief Rivera", "Comms - L. Nguyen"])
+taskPriorityCol = Col("Priority", ["High", "Critical", "Medium", "Medium", "High", "High"])
+taskDueCol = Col("Due", ["15:30", "16:00", "17:00", "16:30", "15:00", "14:45"])
+taskStatusCol2 = Col("Status", ["In Progress", "Queued", "Pending", "In Progress", "In Progress", "Queued"])
+actionsRow = Card([resourceRequestCard, broadcastCard, sitrepCard], "clear", "row", "m")
+resourceRequestCard = Card([resourceRequestHeader, resourceRequestForm], "card", "column", "s")
+resourceRequestHeader = Heading("15. Request More Resources", "h3")
+resourceRequestForm = Form("resource-request", resourceButtons, [resTypeField, resQtyField, resZoneField, resJustifyField])
+resTypeField = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("resource_type", [resTypeVehicles, resTypePersonnel, resTypeFood, resTypeWater, resTypeMedical, resTypeBoats, resTypeFuel], "Choose type")
+resTypeVehicles = SelectItem("vehicles", "Vehicles - Rescue Trucks")
+resTypePersonnel = SelectItem("personnel", "Personnel - Rescue/Medical")
+resTypeFood = SelectItem("food", "Supplies - Food Pallets")
+resTypeWater = SelectItem("water", "Supplies - Water")
+resTypeMedical = SelectItem("medical", "Supplies - Medical Kits")
+resTypeBoats = SelectItem("boats", "Boats / High-Water Vehicles")
+resTypeFuel = SelectItem("fuel", "Fuel / Generators")
+resQtyField = FormControl("Quantity", resQtyInput, "Number of units needed")
+resQtyInput = Input("quantity", "e.g., 5", "number")
+resZoneField = FormControl("For Zone", resZoneSelect)
+resZoneSelect = Select("request_zone", [reqZoneNorth, reqZoneCentral, reqZoneSouth, reqZoneRiverside, reqZoneEast, reqZoneWest], "Select zone")
+reqZoneNorth = SelectItem("north", "North Zone")
+reqZoneCentral = SelectItem("central", "Central Zone")
+reqZoneSouth = SelectItem("south", "South Zone")
+reqZoneRiverside = SelectItem("riverside", "Riverside Zone")
+reqZoneEast = SelectItem("east", "East Zone")
+reqZoneWest = SelectItem("west", "West Zone")
+resJustifyField = FormControl("Justification", resJustifyInput)
+resJustifyInput = TextArea("justification", "Brief reason / urgency...", 3)
+resourceButtons = Buttons([resourceSubmitBtn, resourceClearBtn])
+resourceSubmitBtn = Button("Submit Request", null, "primary")
+resourceClearBtn = Button("Clear", null, "tertiary")
+broadcastCard = Card([broadcastHeader, broadcastForm], "card", "column", "s")
+broadcastHeader = Heading("16. Broadcast an Update", "h3")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastAudienceField, broadcastChannelField, broadcastMsgField])
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("audience", [audAll, audResponders, audPublic, audShelters], "Select audience")
+audAll = SelectItem("all", "All - Responders + Public")
+audResponders = SelectItem("responders", "Field Responders Only")
+audPublic = SelectItem("public", "Public - Sirens/SMS")
+audShelters = SelectItem("shelters", "Shelters Only")
+broadcastChannelField = FormControl("Channel", broadcastChannelSelect)
+broadcastChannelSelect = Select("channel", [chRadio, chSms, chSiren, chAllChan], "Select channel")
+chRadio = SelectItem("radio", "VHF Radio")
+chSms = SelectItem("sms", "SMS / Cell Broadcast")
+chSiren = SelectItem("siren", "Public Sirens + App")
+chAllChan = SelectItem("all", "All Channels")
+broadcastMsgField = FormControl("Message", broadcastMsgInput, "Max 280 chars for SMS/siren")
+broadcastMsgInput = TextArea("message", "Type urgent update to broadcast...", 4)
+broadcastButtons = Buttons([broadcastSendBtn, broadcastPreviewBtn])
+broadcastSendBtn = Button("Broadcast Now", null, "primary")
+broadcastPreviewBtn = Button("Preview", null, "secondary")
+sitrepCard = Card([sitrepHeader, sitrepForm], "card", "column", "s")
+sitrepHeader = Heading("18. File a Situation Report (SITREP)", "h3")
+sitrepForm = Form("sitrep", sitrepButtons, [sitrepZoneField, sitrepSeverityField, sitrepSummaryField, sitrepActionsField])
+sitrepZoneField = FormControl("Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [sitNorth, sitCentral, sitSouth, sitRiverside, sitEast, sitWest], "Select zone")
+sitNorth = SelectItem("north", "North Zone")
+sitCentral = SelectItem("central", "Central Zone")
+sitSouth = SelectItem("south", "South Zone")
+sitRiverside = SelectItem("riverside", "Riverside Zone")
+sitEast = SelectItem("east", "East Zone")
+sitWest = SelectItem("west", "West Zone")
+sitrepSeverityField = FormControl("Current Severity", sitrepSeveritySelect)
+sitrepSeveritySelect = Select("sitrep_severity", [sitCrit, sitHigh, sitMed, sitLow], "Select severity")
+sitCrit = SelectItem("critical", "Critical")
+sitHigh = SelectItem("high", "High")
+sitMed = SelectItem("medium", "Medium")
+sitLow = SelectItem("low", "Low")
+sitrepSummaryField = FormControl("Situation Summary", sitrepSummaryInput, "Observed conditions, casualties, needs")
+sitrepSummaryInput = TextArea("summary", "Describe current situation...", 3)
+sitrepActionsField = FormControl("Actions Taken / Needs", sitrepActionsInput)
+sitrepActionsInput = TextArea("actions", "What was done and what is still needed...", 3)
+sitrepButtons = Buttons([sitrepSubmitBtn, sitrepSaveBtn])
+sitrepSubmitBtn = Button("File SITREP", null, "primary")
+sitrepSaveBtn = Button("Save Draft", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..3cb34796e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r1.txt
@@ -0,0 +1,111 @@
+root = Card([header, controlsCard, kpiPrimaryRow, kpiSecondaryRow, trendsRow, budgetHeadcountRow, riskInitiativeRow, boardRow, footer], "clear", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q4 FY25 • Global • Board-ready pack — single source of truth")
+controlsCard = Card([controlsHeader, filterForm], "sunk", "column", "m")
+controlsHeader = TextContent("Filters & Actions — change view or distribute", "small-heavy")
+filterForm = Form("command-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Change Quarter", quarterSelect, "Select fiscal quarter to refresh all metrics")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q4-2025")
+q1 = SelectItem("Q1-2025", "Q1 2025")
+q2 = SelectItem("Q2-2025", "Q2 2025")
+q3 = SelectItem("Q3-2025", "Q3 2025")
+q4 = SelectItem("Q4-2025", "Q4 2025")
+regionField = FormControl("Focus Region", regionSelect, "Filter every chart and table by region")
+regionSelect = Select("region", [rGlobal, rNA, rEMEA, rAPAC], "All regions", null, "global")
+rGlobal = SelectItem("global", "Global (All)")
+rNA = SelectItem("na", "North America")
+rEMEA = SelectItem("emea", "EMEA")
+rAPAC = SelectItem("apac", "APAC")
+filterButtons = Buttons([applyBtn, exportBtn], "row")
+applyBtn = Button("Apply View", null, "primary")
+exportBtn = Button("Export Pack (PDF + Excel)", null, "secondary")
+kpiPrimaryRow = Card([revKpi, costKpi, profitKpi], "clear", "row", "m", "stretch", "between", true)
+revKpi = Card([revLabel, revValue, revSub], "card", "column", "s")
+revLabel = TextContent("1 — Revenue (Q4)", "small")
+revValue = TextContent("$15.6M", "large-heavy")
+revSub = TextContent("▲ 9.9% QoQ • $56.0M YTD • Target $15.0M ✓", "small")
+costKpi = Card([costLabel, costValue, costSub], "card", "column", "s")
+costLabel = TextContent("2 — Costs (Q4)", "small")
+costValue = TextContent("$10.1M", "large-heavy")
+costSub = TextContent("▲ 4.1% QoQ • $37.9M YTD • Under plan -$0.4M", "small")
+profitKpi = Card([profitLabel, profitValue, profitSub], "card", "column", "s")
+profitLabel = TextContent("3 — Profit (Q4)", "small")
+profitValue = TextContent("$5.5M", "large-heavy")
+profitSub = TextContent("35.3% margin • YTD $18.1M • +22% YoY", "small")
+kpiSecondaryRow = Card([pipelineKpi, winRateKpi, customerKpi, npsKpi, runwayKpi], "clear", "row", "m", "stretch", "between", true)
+pipelineKpi = Card([pipelineLabel, pipelineValue, pipelineSub], "card", "column", "s")
+pipelineLabel = TextContent("11 — Sales Pipeline Value", "small")
+pipelineValue = TextContent("$42.8M", "large-heavy")
+pipelineSub = TextContent("Weighted • 127 opps • Coverage 2.8x", "small")
+winRateKpi = Card([winLabel, winValue, winSub], "card", "column", "s")
+winLabel = TextContent("12 — Win Rate", "small")
+winValue = TextContent("31.2%", "large-heavy")
+winSub = TextContent("▲ 2.4pp vs Q3 • Enterprise 28%", "small")
+customerKpi = Card([custLabel, custValue, custSub], "card", "column", "s")
+custLabel = TextContent("13 — Customers & Churn", "small")
+custValue = TextContent("1,247", "large-heavy")
+custSub = TextContent("Churn 4.1% • Net +38 logos QoQ", "small")
+npsKpi = Card([npsLabel, npsValue, npsSub], "card", "column", "s")
+npsLabel = TextContent("14 — NPS", "small")
+npsValue = TextContent("62", "large-heavy")
+npsSub = TextContent("▲ +5 vs Q3 • Promoters 58%", "small")
+runwayKpi = Card([runwayLabel, runwayValue, runwayProgress, runwaySub], "card", "column", "s")
+runwayLabel = TextContent("10 — Months of Runway", "small")
+runwayValue = TextContent("18 months", "large-heavy")
+runwayProgress = Progress(75, "Cash $48.2M @ $2.68M burn")
+runwaySub = TextContent("Target >12 mo • Safe zone", "small")
+trendsRow = Card([revTrendCard, costTrendCard], "clear", "row", "m", "stretch", "between", true)
+revTrendCard = Card([revTrendHeader, revTrendChart], "card", "column", "m")
+revTrendHeader = CardHeader("4 — Revenue over Four Quarters", "Q1–Q4 FY25 ($M) • Global")
+revTrendChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [revSeries], "natural", "Quarter", "$M")
+revSeries = Series("Revenue", [12.4, 13.8, 14.2, 15.6])
+costTrendCard = Card([costTrendHeader, costTrendChart], "card", "column", "m")
+costTrendHeader = CardHeader("5 — Costs over Four Quarters", "Q1–Q4 FY25 ($M) • Controlled growth")
+costTrendChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [costSeries], "natural", "Quarter", "$M")
+costSeries = Series("Costs", [8.9, 9.4, 9.7, 10.1])
+budgetHeadcountRow = Card([budgetCard, headcountCard], "clear", "row", "m", "stretch", "between", true)
+budgetCard = Card([budgetHeader, budgetChart, budgetTable], "card", "column", "m")
+budgetHeader = CardHeader("6 — Budget by Department vs Plan", "Q4 Actual vs Plan ($M) • Variance highlighted")
+budgetChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "Ops", "G&A"], [planSeries, actualSeries], "grouped", "$M", "Department")
+planSeries = Series("Plan", [4.2, 3.1, 2.0, 1.8, 1.5])
+actualSeries = Series("Actual", [4.0, 3.3, 1.9, 1.85, 1.45])
+budgetTable = Table([deptCol, planCol, actualCol, varianceCol])
+deptCol = Col("Department", ["Engineering", "Sales", "Marketing", "Ops", "G&A"])
+planCol = Col("Plan", ["$4.20M", "$3.10M", "$2.00M", "$1.80M", "$1.50M"])
+actualCol = Col("Actual", ["$4.00M", "$3.30M", "$1.90M", "$1.85M", "$1.45M"])
+varianceCol = Col("Variance", ["-$0.20M ✓", "+$0.20M ▲", "-$0.10M ✓", "+$0.05M", "-$0.05M ✓"])
+headcountCard = Card([headcountHeader, headcountChart, headcountTable], "card", "column", "m")
+headcountHeader = CardHeader("7 — Headcount by Department", "Total 307 FTE • +12 QoQ")
+headcountChart = BarChart(["Engineering", "Sales", "Marketing", "Ops", "G&A"], [hcSeries], "grouped", "Department", "FTE")
+hcSeries = Series("Headcount", [142, 68, 34, 41, 22])
+headcountTable = Table([hcDeptCol, hcCountCol, hcChangeCol])
+hcDeptCol = Col("Department", ["Engineering", "Sales", "Marketing", "Ops", "G&A"])
+hcCountCol = Col("FTE", ["142", "68", "34", "41", "22"])
+hcChangeCol = Col("Δ QoQ", ["+7", "+3", "+1", "+1", "0"])
+riskInitiativeRow = Card([riskCard, initiativeCard], "clear", "row", "m", "stretch", "between", true)
+riskCard = Card([riskHeader, riskTable], "card", "column", "m")
+riskHeader = CardHeader("8 — Top Risks with Owner", "Active mitigation • Owner accountable")
+riskTable = Table([riskCol, impactCol, ownerCol])
+riskCol = Col("Risk", ["Enterprise deal slippage (2x $1M+)", "Key eng attrition — Platform", "Cloud infra cost overrun", "SOC 2 renewal audit", "Competitor pricing pressure"])
+impactCol = Col("Impact", ["High", "Medium", "Medium", "High", "Medium"])
+ownerCol = Col("Owner", ["Maya Chen, CRO", "David Park, CTO", "David Park, CTO", "Sarah Lin, COO", "CEO"])
+initiativeCard = Card([initiativeHeader, initiativeTable], "card", "column", "m")
+initiativeHeader = CardHeader("9 — Strategic Initiatives with Status", "FY25 roadmap execution")
+initiativeTable = Table([initCol, statusCol, dueCol])
+initCol = Col("Initiative", ["AI Platform Launch", "Enterprise GTM Expansion", "Cost Optimization $1.2M", "NPS Recovery Program", "SOC 2 + ISO 27001"])
+statusCol = Col("Status", ["On Track", "At Risk", "Ahead", "On Track", "Completed"])
+dueCol = Col("Target", ["Q1 FY26", "Q4 FY25", "Q4 FY25", "Q2 FY26", "Q4 FY25"])
+boardRow = Card([boardCard, calloutCard], "clear", "row", "m", "stretch", "between", true)
+boardCard = Card([boardHeader, boardList], "card", "column", "m")
+boardHeader = CardHeader("15 — Next Board Meeting", "Dec 12, 2025 • 09:00 • 5 items requiring decision")
+boardList = ListBlock([board1, board2, board3, board4, board5])
+board1 = ListItem("Approve FY26 Operating Plan & Budget", "Decision — $18.5M opex, hire 42 FTE, revenue target $72M", null, "Decision")
+board2 = ListItem("Authorize Series C Extension", "Discussion — $15M at $180M cap, extends runway to 26 months", null, "Discussion")
+board3 = ListItem("Enterprise Pricing & Packaging", "Decision — New tiering model, impact on win rate + churn", null, "Decision")
+board4 = ListItem("Executive Compensation Review", "Discussion — Benchmark data + equity refresh pool", null, "Discussion")
+board5 = ListItem("Risk Register Sign-off", "Decision — Approve updated top 5 risks + mitigation owners", null, "Decision")
+calloutCard = Card([calloutHeader, callout1, callout2, profitSummary], "card", "column", "m")
+calloutHeader = CardHeader("CEO Narrative", "What matters this quarter")
+callout1 = Callout("success", "Profit expansion intact", "Q4 profit $5.5M at 35.3% margin is best YTD. Cost discipline held while revenue grew 9.9% QoQ.")
+callout2 = Callout("warning", "Pipeline coverage risk", "Win rate up to 31.2% but coverage 2.8x < 3.5x target. EMEA pipeline soft — use Region filter to isolate.")
+profitSummary = TextContent("**Profit story:** Q4 $5.5M • YTD $18.1M • Margin 32.3%. Export Pack (item 18) generates board pre-read PDF + model. Quarter selector (16) and Region focus (17) above control all data.", "small")
+footer = TextContent("Data as of Nov 28, 2025 • Finance source: NetSuite • CRM: Salesforce • HRIS: Workday • All figures Global unless Region filter applied.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..a5ead82d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r2.txt
@@ -0,0 +1,112 @@
+root = Card([header, scopeCard, kpiHeader, kpiRow1, kpiRow2, trendCard, budgetHeadcountRow, risksCard, initiativesCard, boardCard, footerNote], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q3 FY25  •  All Regions  •  Data as of Oct 2, 2025  •  Board Pack Live")
+scopeCard = Card([scopeHeader, filterForm], "sunk", "column", "m")
+scopeHeader = CardHeader("Scope & Export", "Items 16–18  •  Change quarter, focus on one region, export the full pack")
+filterForm = Form("filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter — Item 16", quarterSelect, "Select the quarter to refresh all metrics")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY25")
+q1 = SelectItem("Q1 FY25", "Q1 FY25")
+q2 = SelectItem("Q2 FY25", "Q2 FY25")
+q3 = SelectItem("Q3 FY25", "Q3 FY25")
+q4 = SelectItem("Q4 FY25", "Q4 FY25 (Forecast)")
+regionField = FormControl("Region Focus — Item 17", regionSelect, "Filter every chart and table to one geography")
+regionSelect = Select("region", [rAll, rAm, rEmea, rApac], "Select region", null, "All Regions")
+rAll = SelectItem("all", "All Regions")
+rAm = SelectItem("americas", "Americas")
+rEmea = SelectItem("emea", "EMEA")
+rApac = SelectItem("apac", "APAC")
+filterButtons = Buttons([applyBtn, exportBtn], "row")
+applyBtn = Button("Apply View", null, "primary")
+exportBtn = Button("Export Pack (PDF + Excel) — Item 18", null, "secondary")
+kpiHeader = CardHeader("Quarterly KPIs at a Glance", "Items 1–3, 10–14  •  Q3 FY25 actuals vs plan and vs prior quarter")
+kpiRow1 = Card([revKpi, costKpi, profitKpi, runwayKpi], "clear", "row", "m", "stretch", "between", true)
+revKpi = Card([revTitle, revValue, revDelta, revBadge], "card", "column", "s")
+revTitle = TextContent("Revenue — Item 1", "small-heavy")
+revValue = TextContent("$42.8M", "large-heavy")
+revDelta = TextContent("+6.2% vs plan • +9.1% YoY • $2.5M beat", "small")
+revBadge = Badge("Above Plan", "success")
+costKpi = Card([costTitle, costValue, costDelta, costBadge], "card", "column", "s")
+costTitle = TextContent("Costs — Item 2", "small-heavy")
+costValue = TextContent("$28.4M", "large-heavy")
+costDelta = TextContent("-1.8% vs plan • +5.9% YoY • $0.5M saved", "small")
+costBadge = Badge("Controlled", "secondary")
+profitKpi = Card([profitTitle, profitValue, profitDelta, profitBadge], "card", "column", "s")
+profitTitle = TextContent("Profit — Item 3", "small-heavy")
+profitValue = TextContent("$14.4M", "large-heavy")
+profitDelta = TextContent("33.6% margin • +24% vs plan • +18% YoY", "small")
+profitBadge = Badge("Record Margin", "success")
+runwayKpi = Card([runwayTitle, runwayValue, runwayDelta, runwayProgress], "card", "column", "s")
+runwayTitle = TextContent("Months of Runway — Item 10", "small-heavy")
+runwayValue = TextContent("18.2 months", "large-heavy")
+runwayDelta = TextContent("$86.4M cash • Burn $4.7M/mo • +2.1 mo vs Q2", "small")
+runwayProgress = Progress(76, "76% of 24-mo target")
+kpiRow2 = Card([pipelineKpi, winRateKpi, customerKpi, npsKpi], "clear", "row", "m", "stretch", "between", true)
+pipelineKpi = Card([pipelineTitle, pipelineValue, pipelineDelta, pipelineBadge], "card", "column", "s")
+pipelineTitle = TextContent("Sales Pipeline — Item 11", "small-heavy")
+pipelineValue = TextContent("$68.5M", "large-heavy")
+pipelineDelta = TextContent("+12% QoQ • 1.6x coverage • $41M weighted", "small")
+pipelineBadge = Badge("Healthy", "success")
+winRateKpi = Card([winRateTitle, winRateValue, winRateDelta, winRateProgress], "card", "column", "s")
+winRateTitle = TextContent("Win Rate — Item 12", "small-heavy")
+winRateValue = TextContent("31.4%", "large-heavy")
+winRateDelta = TextContent("+2.1 pts QoQ • 38% enterprise • 27% SMB", "small")
+winRateProgress = Progress(31.4, "31.4% closed-won")
+customerKpi = Card([customerTitle, customerValue, customerDelta, customerBadge], "card", "column", "s")
+customerTitle = TextContent("Customers & Churn — Item 13", "small-heavy")
+customerValue = TextContent("1,842", "large-heavy")
+customerDelta = TextContent("+48 net new • 3.2% logo churn • 98.1% GRR", "small")
+customerBadge = Badge("Net Positive", "success")
+npsKpi = Card([npsTitle, npsValue, npsDelta, npsBadge], "card", "column", "s")
+npsTitle = TextContent("NPS — Item 14", "small-heavy")
+npsValue = TextContent("62", "large-heavy")
+npsDelta = TextContent("+5 vs Q2 • 71% promoters • 9% detractors", "small")
+npsBadge = Badge("World Class", "success")
+trendCard = Card([trendHeader, trendChart, trendCaption], "card", "column", "m")
+trendHeader = CardHeader("Revenue & Costs Over Four Quarters — Items 4 & 5", "Q4 FY24 → Q3 FY25  •  $M  •  Operating leverage expanding")
+trendChart = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries, costSeries], "natural", "Quarter", "$M")
+revSeries = Series("Revenue — Item 4", [36.2, 38.5, 40.1, 42.8])
+costSeries = Series("Costs — Item 5", [26.8, 27.5, 28.9, 28.4])
+trendCaption = TextContent("Revenue CAGR +5.8% per quarter; costs flat in Q3 (-1.7% vs Q2) while revenue grew +6.7% — margin expanded from 26% to 33.6%.", "small")
+budgetHeadcountRow = Card([budgetCard, headcountCard], "clear", "row", "m", "stretch", "between", true)
+budgetCard = Card([budgetHeader, budgetChart, budgetTable], "card", "column", "m")
+budgetHeader = CardHeader("Budget by Department vs Plan — Item 6", "Q3 FY25 actual vs approved plan ($M)")
+budgetChart = HorizontalBarChart(["Sales", "Marketing", "Product", "Engineering", "Ops", "G&A"], [planSeries, actualSeries], "grouped", "$M", "Department")
+planSeries = Series("Plan", [8.2, 4.5, 6.8, 9.1, 3.2, 2.8])
+actualSeries = Series("Actual", [8.0, 4.9, 6.5, 8.7, 3.4, 2.9])
+budgetTable = Table([deptCol, planCol, actualCol, varCol])
+deptCol = Col("Department", ["Sales", "Marketing", "Product", "Engineering", "Ops", "G&A"])
+planCol = Col("Plan $M", ["8.20", "4.50", "6.80", "9.10", "3.20", "2.80"])
+actualCol = Col("Actual $M", ["8.00", "4.90", "6.50", "8.70", "3.40", "2.90"])
+varCol = Col("Variance", ["-2.4% ✓", "+8.9% ▲", "-4.4% ✓", "-4.4% ✓", "+6.3% ▲", "+3.6% ▲"])
+headcountCard = Card([headcountHeader, headcountChart, headcountTable], "card", "column", "m")
+headcountHeader = CardHeader("Headcount by Department — Item 7", "335 FTE total • +12 net QoQ • 6.2% open roles")
+headcountChart = PieChart(["Engineering", "Sales", "Product", "Marketing", "Ops", "G&A"], [142, 68, 34, 28, 41, 22], "donut", "circular")
+headcountTable = Table([hcDeptCol, hcCountCol, hcChangeCol])
+hcDeptCol = Col("Department", ["Engineering", "Sales", "Product", "Marketing", "Ops", "G&A"])
+hcCountCol = Col("Headcount", ["142", "68", "34", "28", "41", "22"])
+hcChangeCol = Col("QoQ Change", ["+7", "+3", "+1", "-1", "+2", "0"])
+risksCard = Card([risksHeader, risksTable], "card", "column", "m")
+risksHeader = CardHeader("Top Risks with Owner — Item 8", "5 active risks • Reviewed weekly by ELT")
+risksTable = Table([riskNameCol, riskImpactCol, riskOwnerCol, riskMitigationCol])
+riskNameCol = Col("Risk", ["Enterprise churn in FinServ", "Hiring lag — Sr. Eng", "Cloud cost overrun", "APAC pipeline coverage <1x", "SOC 2 renewal delay"])
+riskImpactCol = Col("Impact / Likelihood", ["High / Medium", "Medium / High", "Medium / Medium", "High / Medium", "High / Low"])
+riskOwnerCol = Col("Owner", ["C. Alvarez, CRO", "P. Singh, CTO", "M. Chen, CFO", "J. Park, GM APAC", "S. Okafor, CISO"])
+riskMitigationCol = Col("Mitigation", ["Exec sponsor program + renewal playbook", "Raise band + agency + 4 offers out", "FinOps freeze + rightsizing sprint", "Add 2 AEs + partner overlay", "Auditor engaged, gap closure by Oct 20"])
+initiativesCard = Card([initHeader, initTable], "card", "column", "m")
+initHeader = CardHeader("Strategic Initiatives with Status — Item 9", "FY25 pillars • Status as of Sep 30")
+initTable = Table([initNameCol, initOwnerCol, initStatusCol, initDueCol])
+initNameCol = Col("Initiative", ["Platform v2 GA", "Enterprise GTM Motion", "AI Assist Launch", "APAC Expansion", "Profitability Program"])
+initOwnerCol = Col("Owner", ["P. Singh, CTO", "C. Alvarez, CRO", "R. Lee, CPO", "J. Park, GM APAC", "M. Chen, CFO"])
+initStatusCol = Col("Status", ["On Track", "At Risk", "Ahead", "On Track", "On Track"])
+initDueCol = Col("Due / Progress", ["Nov 15 • 82%", "Q4 • 58% • Hiring 3 AEs", "Oct 30 • 91% • Beta NPS 64", "Dec 31 • 44% • SG office live", "Ongoing • 18.2 mo runway"])
+boardCard = Card([boardHeader, boardList, boardCallout], "card", "column", "m")
+boardHeader = CardHeader("Next Board Meeting — Item 15", "Nov 14, 2025 • 09:00 PT • Boardroom + Zoom • Pack due Nov 7")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5, boardItem6], "number")
+boardItem1 = ListItem("Approve Q4 budget reallocation (+$0.4M to Marketing)", "Finance • M. Chen • Decision needed")
+boardItem2 = ListItem("Platform v2 GA readiness & risk review", "Product/Eng • R. Lee & P. Singh • 20 min")
+boardItem3 = ListItem("Executive compensation & hiring plan for FY26", "People • D. Kim, CHRO • Closed session")
+boardItem4 = ListItem("APAC expansion update & pipeline remediation", "GTM • J. Park • 15 min")
+boardItem5 = ListItem("Audit & SOC 2 renewal status", "Security • S. Okafor • 10 min")
+boardItem6 = ListItem("Strategic options: Build vs Partner for AI data layer", "Strategy • CEO • Discussion")
+boardCallout = Callout("info", "Board pack auto-generates from this view", "Use Export Pack above to generate PDF + Excel with all charts, tables, and appendix. Last export: Oct 1, 2025 16:42 by CEO Office.")
+footerNote = TextContent("All figures USD • Sources: NetSuite (finance), Salesforce (pipeline/win rate), Stripe + Gainsight (customers/churn), Delighted (NPS), Greenhouse (headcount), Jira (initiatives) • Next refresh: Oct 9, 2025", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..e54feff85
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r3.txt
@@ -0,0 +1,107 @@
+root = Card([header, controlsRow, kpiGrid, chartsRow1, chartsRow2, risksInitiativesRow, bottomRow], "clear", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q3 FY24 • All Regions • Last refreshed Today 08:00 UTC • Board pack ready")
+controlsRow = Card([filtersForm, exportActions], "card", "row", "m", "center", "between", true)
+filtersForm = Form("filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("16. Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY24")
+q1 = SelectItem("Q4 FY23", "Q4 FY23")
+q2 = SelectItem("Q1 FY24", "Q1 FY24")
+q3 = SelectItem("Q2 FY24", "Q2 FY24")
+q4 = SelectItem("Q3 FY24", "Q3 FY24")
+regionField = FormControl("17. Region Focus", regionSelect)
+regionSelect = Select("region", [rAll, rNA, rEMEA, rAPAC, rLATAM], "All regions", null, "all")
+rAll = SelectItem("all", "All Regions")
+rNA = SelectItem("na", "North America")
+rEMEA = SelectItem("emea", "EMEA")
+rAPAC = SelectItem("apac", "APAC")
+rLATAM = SelectItem("latam", "LATAM")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply Filters", null, "secondary")
+exportActions = Buttons([exportBtn, exportExcelBtn])
+exportBtn = Button("18. Export Board Pack (PDF)", null, "primary")
+exportExcelBtn = Button("Export Data (Excel)", null, "secondary")
+kpiGrid = Card([kpiRevenue, kpiCosts, kpiProfit, kpiRunway, kpiPipeline, kpiWinRate, kpiCustomers, kpiNPS], "clear", "row", "m", "stretch", "between", true)
+kpiRevenue = Card([kpiRevLabel, kpiRevValue, kpiRevMeta], "sunk", "column", "xs", "start", "start")
+kpiRevLabel = TextContent("1. Revenue — Q3 FY24", "small")
+kpiRevValue = TextContent("$42.8M", "large-heavy")
+kpiRevMeta = Badge("+8.2% QoQ • +12.0% YoY", "success")
+kpiCosts = Card([kpiCostsLabel, kpiCostsValue, kpiCostsMeta], "sunk", "column", "xs", "start", "start")
+kpiCostsLabel = TextContent("2. Costs — Q3 FY24", "small")
+kpiCostsValue = TextContent("$27.4M", "large-heavy")
+kpiCostsMeta = Badge("+5.4% QoQ • 64% of revenue", "warning")
+kpiProfit = Card([kpiProfitLabel, kpiProfitValue, kpiProfitMeta], "sunk", "column", "xs", "start", "start")
+kpiProfitLabel = TextContent("3. Profit — Q3 FY24", "small")
+kpiProfitValue = TextContent("$15.4M", "large-heavy")
+kpiProfitMeta = Badge("36.0% margin • +$1.8M QoQ", "success")
+kpiRunway = Card([kpiRunwayLabel, kpiRunwayValue, kpiRunwayMeta], "sunk", "column", "xs", "start", "start")
+kpiRunwayLabel = TextContent("10. Runway", "small")
+kpiRunwayValue = TextContent("18.4 months", "large-heavy")
+kpiRunwayMeta = TextContent("Cash $84.2M • Burn $4.58M/mo", "small")
+kpiPipeline = Card([kpiPipeLabel, kpiPipeValue, kpiPipeMeta], "sunk", "column", "xs", "start", "start")
+kpiPipeLabel = TextContent("11. Pipeline Value", "small")
+kpiPipeValue = TextContent("$68.5M", "large-heavy")
+kpiPipeMeta = Badge("1.6x coverage of Q4 target", "secondary")
+kpiWinRate = Card([kpiWinLabel, kpiWinValue, kpiWinMeta], "sunk", "column", "xs", "start", "start")
+kpiWinLabel = TextContent("12. Win Rate", "small")
+kpiWinValue = TextContent("32.4%", "large-heavy")
+kpiWinMeta = TextContent("142 wins / 438 opps • +3.3pp QoQ", "small")
+kpiCustomers = Card([kpiCustLabel, kpiCustValue, kpiCustMeta], "sunk", "column", "xs", "start", "start")
+kpiCustLabel = TextContent("13. Customers & Churn", "small")
+kpiCustValue = TextContent("1,842", "large-heavy")
+kpiCustMeta = Badge("Logo churn 3.2% • -0.4pp QoQ", "success")
+kpiNPS = Card([kpiNPSLabel, kpiNPSValue, kpiNPSMeta], "sunk", "column", "xs", "start", "start")
+kpiNPSLabel = TextContent("14. NPS", "small")
+kpiNPSValue = TextContent("62", "large-heavy")
+kpiNPSMeta = TextContent("Promoters 71% • Detractors 9%", "small")
+chartsRow1 = Card([revenueChartCard, costsChartCard], "clear", "row", "m", "stretch", "between", true)
+revenueChartCard = Card([revenueChartHeader, revenueChart], "card", "column", "m")
+revenueChartHeader = CardHeader("4. Revenue — Last 4 Quarters", "$38.2M → $42.8M • Trend +12% YoY")
+revenueChart = BarChart(["Q4 FY23", "Q1 FY24", "Q2 FY24", "Q3 FY24"], [revSeries], "grouped", "Quarter", "$M")
+revSeries = Series("Revenue", [38.2, 39.5, 39.6, 42.8])
+costsChartCard = Card([costsChartHeader, costsChart], "card", "column", "m")
+costsChartHeader = CardHeader("5. Costs — Last 4 Quarters", "$24.1M → $27.4M • Cost discipline holding")
+costsChart = BarChart(["Q4 FY23", "Q1 FY24", "Q2 FY24", "Q3 FY24"], [costSeries], "grouped", "Quarter", "$M")
+costSeries = Series("Costs", [24.1, 25.3, 26.0, 27.4])
+chartsRow2 = Card([budgetCard, headcountCard], "clear", "row", "m", "stretch", "between", true)
+budgetCard = Card([budgetHeader, budgetChart, budgetNote], "card", "column", "m")
+budgetHeader = CardHeader("6. Budget vs Plan by Department — Q3 FY24", "Actual vs Plan ($M) • Variance flagged")
+budgetChart = BarChart(["Sales", "Marketing", "R&D", "Operations", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "$M")
+budgetActual = Series("Actual", [6.2, 4.8, 9.1, 5.4, 1.9])
+budgetPlan = Series("Plan", [6.0, 5.0, 9.5, 5.2, 2.0])
+budgetNote = TextContent("R&D 4.2% under plan (hiring lag) • Sales 3.3% over (accelerators) • Marketing 4% under", "small")
+headcountCard = Card([headcountHeader, headcountChart, headcountNote], "card", "column", "m")
+headcountHeader = CardHeader("7. Headcount by Department", "Total 428 FTE • +18 QoQ • 12 open roles")
+headcountChart = HorizontalBarChart(["Sales", "Marketing", "R&D", "Operations", "G&A"], [headcountSeries], "grouped", "FTE", "Dept")
+headcountSeries = Series("Headcount", [142, 48, 118, 86, 34])
+headcountNote = TextContent("Sales +9, R&D +7, Ops +2 • G&A flat due to freeze", "small")
+risksInitiativesRow = Card([risksCard, initiativesCard], "clear", "row", "m", "stretch", "between", true)
+risksCard = Card([risksHeader, risksTable], "card", "column", "m")
+risksHeader = CardHeader("8. Top Risks — Owner Assigned", "4 active escalations • Review weekly")
+risksTable = Table([riskNameCol, riskImpactCol, riskOwnerCol, riskMitigationCol])
+riskNameCol = Col("Risk", ["Enterprise deal concentration (38% ARR)", "Platform v2 delivery slip", "EMEA data compliance gap", "Key-person attrition — Sales"])
+riskImpactCol = Col("Impact", ["High", "High", "Medium", "Medium"])
+riskOwnerCol = Col("Owner", ["CRO — Maya Chen", "CTO — David Park", "GC — Sarah Klein", "CPO — James Liu"])
+riskMitigationCol = Col("Mitigation", ["Exec sponsor + 2nd source pipeline", "Scope cut + 2 contractors", "External audit Wk 42", "Retention grants + succession"])
+initiativesCard = Card([initiativesHeader, initiativesTable], "card", "column", "m")
+initiativesHeader = CardHeader("9. Strategic Initiatives — Status", "FY24 priorities • RAG status")
+initiativesTable = Table([initNameCol, initOwnerCol, initStatusCol, initProgressCol])
+initNameCol = Col("Initiative", ["Platform v2 Launch", "US Enterprise Expansion", "Pricing & Packaging Revamp", "AI Assist GA"])
+initOwnerCol = Col("Owner", ["David Park", "Maya Chen", "Aisha Roberts", "David Park"])
+initStatusCol = Col("Status", ["At Risk", "On Track", "On Track", "Ahead"])
+initProgressCol = Col("Progress", ["68%", "54%", "81%", "92%"])
+bottomRow = Card([boardCard, sideMetrics], "clear", "row", "m", "stretch", "between", true)
+boardCard = Card([boardHeader, boardList], "card", "column", "m")
+boardHeader = CardHeader("15. Next Board Meeting — Agenda", "Oct 24, 2024 • 09:00 PT • Boardroom + Zoom • Pre-read due Oct 17")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5])
+boardItem1 = ListItem("1. Approve FY25 operating plan & budget", "Lead: CFO — Nina Patel • Decision required")
+boardItem2 = ListItem("2. Platform v2 go/no-go decision", "Lead: CTO — David Park • Demo + risk review")
+boardItem3 = ListItem("3. Executive compensation review", "Lead: Comp Committee • Closed session")
+boardItem4 = ListItem("4. EMEA compliance update", "Lead: GC — Sarah Klein • Audit findings Wk 42")
+boardItem5 = ListItem("5. Capital allocation — buyback vs M&A", "Lead: CEO / CFO • 60 min discussion")
+sideMetrics = Card([sideHeader, sideCallout, sideTable], "card", "column", "m")
+sideHeader = CardHeader("Health Check — Runway, Pipeline & Customers", "Cross-check for board narrative")
+sideCallout = Callout("info", "Runway healthy — 18.4 months", "Cash $84.2M at $4.58M burn covers to Q1 FY26. Pipeline $68.5M gives 1.6x Q4 coverage at 32.4% win rate.")
+sideTable = Table([metricCol, valueCol, trendCol])
+metricCol = Col("Metric", ["Months of Runway", "Pipeline Value", "Win Rate", "Customer Count", "Logo Churn", "NPS"])
+valueCol = Col("Q3 FY24", ["18.4 months", "$68.5M", "32.4%", "1,842", "3.2%", "62"])
+trendCol = Col("Trend", ["Stable", "Up 9%", "Up 3.3pp", "+41 net new", "Down 0.4pp", "+4 pts"])
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..8e7bc8b7a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-exec__r4.txt
@@ -0,0 +1,116 @@
+root = Card([header, controlsCard, kpiRow1, kpiRow2, chartsRow, budgetHeadcountRow, risksInitiativesRow, boardCard, footerNote], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q4 FY2025 • Consolidated • All Regions • Updated Dec 12, 2025 — 2 hours ago")
+controlsCard = Card([controlsHeader, filterForm, exportRow], "sunk", "column", "m")
+controlsHeader = CardHeader("Command Controls", "16. Change quarter • 17. Focus region • 18. Export pack")
+filterForm = Form("command-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect, "Select reporting quarter")
+quarterSelect = Select("quarter", [qOpt1, qOpt2, qOpt3, qOpt4], "Select quarter", null, "Q4-2025")
+qOpt1 = SelectItem("Q1-2025", "Q1 2025")
+qOpt2 = SelectItem("Q2-2025", "Q2 2025")
+qOpt3 = SelectItem("Q3-2025", "Q3 2025")
+qOpt4 = SelectItem("Q4-2025", "Q4 2025 (Current)")
+regionField = FormControl("Region Focus", regionSelect, "Filter all KPIs & charts by region")
+regionSelect = Select("region", [rAll, rNA, rEMEA, rAPAC, rLATAM], "Select region", null, "all")
+rAll = SelectItem("all", "All Regions")
+rNA = SelectItem("na", "North America")
+rEMEA = SelectItem("emea", "EMEA")
+rAPAC = SelectItem("apac", "APAC")
+rLATAM = SelectItem("latam", "LATAM")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply View", null, "primary")
+exportRow = Card([exportLabel, exportButtons], "clear", "row", "s", "center", "between", true)
+exportLabel = TextContent("Board pack includes all 15 data blocks + appendix. Ready to export.", "small")
+exportButtons = Buttons([exportPdfBtn, exportExcelBtn])
+exportPdfBtn = Button("Export Pack (PDF)", null, "primary")
+exportExcelBtn = Button("Export Excel", null, "secondary")
+kpiRow1 = Card([kpiRevenue, kpiCosts, kpiProfit, kpiRunway], "clear", "row", "m", "stretch", "between", true)
+kpiRevenue = Card([kpiRevHeader, kpiRevValue, kpiRevSub, kpiRevProg], "card", "column", "xs")
+kpiRevHeader = TextContent("1. REVENUE", "small-heavy")
+kpiRevValue = TextContent("$42.8M", "large-heavy")
+kpiRevSub = TextContent("Q4 2025 • +8.4% QoQ • +19.2% YoY", "small")
+kpiRevProg = Progress(84, "84% of $51M annual target")
+kpiCosts = Card([kpiCostHeader, kpiCostValue, kpiCostSub, kpiCostProg], "card", "column", "xs")
+kpiCostHeader = TextContent("2. COSTS", "small-heavy")
+kpiCostValue = TextContent("$26.3M", "large-heavy")
+kpiCostSub = TextContent("Q4 2025 • +6.0% QoQ • Opex + Capex", "small")
+kpiCostProg = Progress(62, "62% cost-to-revenue ratio")
+kpiProfit = Card([kpiProfitHeader, kpiProfitValue, kpiProfitSub, kpiProfitCallout], "card", "column", "xs")
+kpiProfitHeader = TextContent("3. PROFIT", "small-heavy")
+kpiProfitValue = TextContent("$16.5M", "large-heavy")
+kpiProfitSub = TextContent("38.6% margin • +12.2% QoQ", "small")
+kpiProfitCallout = Badge("Record quarter", "success")
+kpiRunway = Card([kpiRunwayHeader, kpiRunwayValue, kpiRunwaySub, kpiRunwayProg], "card", "column", "xs")
+kpiRunwayHeader = TextContent("10. RUNWAY", "small-heavy")
+kpiRunwayValue = TextContent("22 months", "large-heavy")
+kpiRunwaySub = TextContent("$118M cash • Burn $5.3M/mo", "small")
+kpiRunwayProg = Progress(73, "Healthy >18 mo threshold")
+kpiRow2 = Card([kpiPipeline, kpiWinRate, kpiCustomers, kpiNPS], "clear", "row", "m", "stretch", "between", true)
+kpiPipeline = Card([kpiPipeHeader, kpiPipeValue, kpiPipeSub, kpiPipeBadge], "card", "column", "xs")
+kpiPipeHeader = TextContent("11. SALES PIPELINE", "small-heavy")
+kpiPipeValue = TextContent("$68.4M", "large-heavy")
+kpiPipeSub = TextContent("Weighted • 142 opps • +$4.1M QoQ", "small")
+kpiPipeBadge = Badge("3.2x coverage", "secondary")
+kpiWinRate = Card([kpiWinHeader, kpiWinValue, kpiWinSub, kpiWinProg], "card", "column", "xs")
+kpiWinHeader = TextContent("12. WIN RATE", "small-heavy")
+kpiWinValue = TextContent("31.2%", "large-heavy")
+kpiWinSub = TextContent("Last 90 days • +2.4pp QoQ", "small")
+kpiWinProg = Progress(31, "vs 30% target")
+kpiCustomers = Card([kpiCustHeader, kpiCustValue, kpiCustSub, kpiCustBadge], "card", "column", "xs")
+kpiCustHeader = TextContent("13. CUSTOMERS & CHURN", "small-heavy")
+kpiCustValue = TextContent("1,284", "large-heavy")
+kpiCustSub = TextContent("Churn 4.1% • NRR 118% • +38 net new", "small")
+kpiCustBadge = Badge("Churn -0.6pp QoQ", "success")
+kpiNPS = Card([kpiNpsHeader, kpiNpsValue, kpiNpsSub, kpiNpsProg], "card", "column", "xs")
+kpiNpsHeader = TextContent("14. NPS", "small-heavy")
+kpiNpsValue = TextContent("62", "large-heavy")
+kpiNpsSub = TextContent("Promoters 71% • Detractors 9%", "small")
+kpiNpsProg = Progress(62, "Excellent (50+ benchmark)")
+chartsRow = Card([revenueChartCard, costsChartCard], "clear", "row", "m", "stretch", "between", true)
+revenueChartCard = Card([revChartHeader, revLineChart], "card", "column", "s")
+revChartHeader = CardHeader("4. Revenue — Four Quarters", "Q1–Q4 FY2025 • $M")
+revLineChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [revSeries], "natural", "Quarter", "$M")
+revSeries = Series("Revenue", [34.2, 36.9, 39.5, 42.8])
+costsChartCard = Card([costChartHeader, costBarChart], "card", "column", "s")
+costChartHeader = CardHeader("5. Costs — Four Quarters", "Q1–Q4 FY2025 • $M")
+costBarChart = BarChart(["Q1", "Q2", "Q3", "Q4"], [costSeries], "grouped", "Quarter", "$M")
+costSeries = Series("Costs", [22.1, 23.4, 24.8, 26.3])
+budgetHeadcountRow = Card([budgetCard, headcountCard], "clear", "row", "m", "stretch", "between", true)
+budgetCard = Card([budgetHeader, budgetChart], "card", "column", "s")
+budgetHeader = CardHeader("6. Budget by Department — Actual vs Plan", "Q4 FY2025 • $M • Variance flagged")
+budgetChart = HorizontalBarChart(["Sales", "Marketing", "R&D", "Operations", "G&A"], [budgetActual, budgetPlan], "grouped", "$M", "Department")
+budgetActual = Series("Actual", [8.2, 4.5, 7.1, 4.2, 2.3])
+budgetPlan = Series("Plan", [7.9, 4.8, 6.8, 4.0, 2.5])
+headcountCard = Card([headcountHeader, headcountChart, headcountTable], "card", "column", "s")
+headcountHeader = CardHeader("7. Headcount by Department", "401 total • +18 QoQ")
+headcountChart = PieChart(["Sales", "Marketing", "R&D", "Operations", "G&A"], [142, 48, 96, 84, 31], "donut", "circular")
+headcountTable = Table([hcDeptCol, hcCountCol, hcChangeCol])
+hcDeptCol = Col("Department", ["Sales", "Marketing", "R&D", "Operations", "G&A"])
+hcCountCol = Col("Headcount", [142, 48, 96, 84, 31])
+hcChangeCol = Col("QoQ", ["+7", "+2", "+6", "+3", "0"])
+risksInitiativesRow = Card([risksCard, initiativesCard], "clear", "row", "m", "stretch", "between", true)
+risksCard = Card([risksHeader, risksTable], "card", "column", "s")
+risksHeader = CardHeader("8. Top Risks — Owner Assigned", "Mitigation due dates in Q1")
+risksTable = Table([riskNameCol, riskOwnerCol, riskLevelCol, riskDueCol])
+riskNameCol = Col("Risk", ["Enterprise deal slippage", "Key infra vendor concentration", "R&D hiring lag", "FX exposure (EUR)", "Data privacy audit"])
+riskOwnerCol = Col("Owner", ["A. Patel, CRO", "M. Chen, CTO", "S. Okafor, CPO", "J. Weber, CFO", "L. Singh, GC"])
+riskLevelCol = Col("Severity", ["High", "High", "Medium", "Medium", "Medium"])
+riskDueCol = Col("Mitigation Due", ["Jan 15", "Jan 30", "Feb 10", "Feb 01", "Jan 20"])
+initiativesCard = Card([initiativesHeader, initiativesTable], "card", "column", "s")
+initiativesHeader = CardHeader("9. Strategic Initiatives — Status", "FY2025 pillars")
+initiativesTable = Table([initNameCol, initOwnerCol, initStatusCol, initProgressCol])
+initNameCol = Col("Initiative", ["Platform v2 GA", "US Enterprise Expansion", "AI Assist Launch", "Cost-to-Serve -10%", "SOC 2 Type II"])
+initOwnerCol = Col("Owner", ["M. Chen", "A. Patel", "S. Okafor", "J. Weber", "M. Chen"])
+initStatusCol = Col("Status", ["On Track", "At Risk", "On Track", "Ahead", "On Track"])
+initProgressCol = Col("Progress", ["78%", "45%", "62%", "88%", "71%"])
+boardCard = Card([boardHeader, boardList, boardSeparator, boardMeta], "card", "column", "s")
+boardHeader = CardHeader("15. Next Board Meeting — Agenda Items", "Jan 28, 2026 • 09:00 EST • Boardroom + Zoom")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5, boardItem6])
+boardItem1 = ListItem("Approve FY2026 annual budget & headcount plan", "Owner: J. Weber, CFO • Pre-read: Budget pack p.12-18")
+boardItem2 = ListItem("Platform v2 GTM & pricing decision", "Owner: S. Okafor, CPO • Decision required")
+boardItem3 = ListItem("Enterprise sales coverage model", "Owner: A. Patel, CRO • Pipeline coverage 3.2x review")
+boardItem4 = ListItem("Risk review: vendor concentration mitigation", "Owner: M. Chen, CTO • Follow-up from Q3")
+boardItem5 = ListItem("Compensation & equity refresh pool", "Owner: CEO + People Lead • Closed session")
+boardItem6 = ListItem("Board pack export approval & minutes", "Owner: L. Singh, GC • Includes this command view")
+boardSeparator = Separator("horizontal", true)
+boardMeta = TextContent("Materials due Jan 21 • All directors confirmed • Pack auto-exports to Board Portal on Export", "small")
+footerNote = Alert("CEO Note", "Q4 closed ahead on revenue (+$1.1M vs plan) and profit. Watch sales hiring and vendor risk — both on board agenda. Runway remains strong at 22 months.", "info")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..990b2117d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r1.txt
@@ -0,0 +1,134 @@
+root = Card([header, controlBar, kpiRow, mainRow, exposureRow, strategyRiskRow, drawdownCard, bottomRow, orderFormCard], "card", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Monday, Aug 18, 2026 • 07:42 ET • S&P Futures +0.31% • VIX 14.82 • 10Y 4.21% • Data as of pre-market")
+controlBar = Card([timeframeGroup, actionGroup], "sunk", "row", "m", "center", "between")
+timeframeGroup = Card([timeframeLabel, timeframeButtons], "clear", "row", "s", "center", "start")
+timeframeLabel = TextContent("Timeframe:", "small-heavy")
+timeframeButtons = Buttons([tf1D, tf1W, tf1M, tf3M, tfYTD, tf1Y], "row")
+tf1D = Button("1D", null, "secondary")
+tf1W = Button("1W", null, "secondary")
+tf1M = Button("1M", null, "secondary")
+tf3M = Button("3M", null, "secondary")
+tfYTD = Button("YTD", null, "primary")
+tf1Y = Button("1Y", null, "secondary")
+actionGroup = Card([rebalanceDialog, orderJumpBtn], "clear", "row", "s", "center", "end")
+rebalanceDialog = DialogBlock("Rebalance Portfolio", "Rebalance to target allocation", [rebalanceInfo, rebalanceCallout, rebalanceButtons], "secondary")
+rebalanceInfo = TextContent("Target: 50% Tech / 20% Financials / 15% Energy / 15% Cash. Current drift: Tech +6.2% overweight. Rebalance will generate ~$312k in trades across 5 positions.", "small")
+rebalanceCallout = Callout("warning", "Drift Alert", "Tech exposure 42% vs 36% target — threshold (5%) breached")
+rebalanceButtons = Buttons([rebalanceExecuteBtn, rebalanceCancelBtn], "row")
+rebalanceExecuteBtn = Button("Execute Rebalance", null, "primary")
+rebalanceCancelBtn = Button("Cancel", null, "tertiary")
+orderJumpBtn = Button("Place Order ↓", null, "primary")
+kpiRow = Card([portfolioCard, pnlCard, varCard, marginCard], "clear", "row", "m", "stretch", "between")
+portfolioCard = Card([portfolioHeader, portfolioValue, portfolioSub, portfolioTag], "sunk", "column", "s")
+portfolioHeader = TextContent("Portfolio Value", "small")
+portfolioValue = TextContent("$4,872,450", "large-heavy")
+portfolioSub = TextContent("NAV • +$128,420 YTD (+2.71%)", "small")
+portfolioTag = Badge("All Accounts", "secondary")
+pnlCard = Card([pnlHeader, pnlValue, pnlSub, pnlBadge], "sunk", "column", "s")
+pnlHeader = TextContent("P&L Today", "small")
+pnlValue = TextContent("+$38,420", "large-heavy")
+pnlSub = TextContent("+0.79% • Realized $12,100 • Unrealized $26,320", "small")
+pnlBadge = Badge("+0.79% Today", "secondary")
+varCard = Card([varHeader, varValue, varSub, varProgress], "sunk", "column", "s")
+varHeader = TextContent("Value at Risk (1-Day, 95%)", "small")
+varValue = TextContent("$87,300", "large-heavy")
+varSub = TextContent("1.79% of NAV • 99% VaR: $134,500 • Stress: -$212k", "small")
+varProgress = Progress(35, "VaR vs Limit $250k")
+marginCard = Card([marginHeader, marginValue, marginSub, marginProgress], "sunk", "column", "s")
+marginHeader = TextContent("Margin In Use", "small")
+marginValue = TextContent("$1.24M / $3.50M", "large-heavy")
+marginSub = TextContent("35.4% utilized • Excess $2.26M • Call level 75%", "small")
+marginProgress = Progress(35.4, "35.4% utilized")
+mainRow = Card([positionsSection, sideColumn], "clear", "row", "m", "stretch", "start")
+positionsSection = Card([positionsHeader, positionsTable, positionsFooter], "card", "column", "s")
+positionsHeader = CardHeader("Positions", "7 open • Gross $2.14M • Net long 68% • Beta 1.12")
+positionsTable = Table([posTickerCol, posSizeCol, posEntryCol, posCurrentCol, posPnlCol])
+posTickerCol = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XOM", "GLD"])
+posSizeCol = Col("Size", ["+450", "+300", "+600", "-200", "+250", "+400", "+150"])
+posEntryCol = Col("Entry", ["$182.40", "$405.10", "$118.50", "$248.90", "$198.20", "$112.80", "$238.10"])
+posCurrentCol = Col("Current", ["$189.20", "$412.75", "$124.80", "$241.30", "$202.15", "$110.45", "$240.05"])
+posPnlCol = Col("P&L", ["+$3,060", "+$2,295", "+$3,780", "+$1,520", "+$987", "-$940", "+$292"])
+positionsFooter = TextContent("Updated 07:41:32 ET • Real-time • Dividends excluded", "small")
+sideColumn = Card([watchlistCard, ordersCard], "clear", "column", "m")
+watchlistCard = Card([watchlistHeader, watchlistTable], "card", "column", "s")
+watchlistHeader = CardHeader("Watchlist", "Instruments being watched • 6 items")
+watchlistTable = Table([watchTickerCol, watchPriceCol, watchChangeCol])
+watchTickerCol = Col("Instrument", ["SPY", "QQQ", "BTC-USD", "TLT", "VIX", "EUR/USD"])
+watchPriceCol = Col("Price", ["$543.21", "$462.88", "$67,420", "$92.15", "14.82", "1.0842"])
+watchChangeCol = Col("Today", ["+0.31%", "+0.42%", "-1.15%", "-0.08%", "-2.1%", "+0.12%"])
+ordersCard = Card([ordersHeader, ordersTable, ordersFooter], "card", "column", "s")
+ordersHeader = CardHeader("Working Orders", "4 working • 1 filled today")
+ordersTable = Table([orderTickerCol, orderSideCol, orderTypeCol, orderPriceCol, orderQtyCol, orderStatusCol])
+orderTickerCol = Col("Ticker", ["AAPL", "NVDA", "TSLA", "JPM"])
+orderSideCol = Col("Side", ["Buy", "Sell", "Buy to Cover", "Sell"])
+orderTypeCol = Col("Type", ["Limit", "Stop", "Limit", "Limit"])
+orderPriceCol = Col("Price", ["$185.00", "$120.00", "$235.00", "$205.00"])
+orderQtyCol = Col("Qty", ["100", "200", "100", "150"])
+orderStatusCol = Col("Status", ["Working", "Working", "Working", "Working"])
+ordersFooter = TextContent("OCO linked: NVDA Stop / JPM Limit • Route: SMART", "small")
+exposureRow = Card([exposureCard, gainersCard], "clear", "row", "m", "stretch", "start")
+exposureCard = Card([exposureHeader, exposureChart, exposureLegend], "card", "column", "s")
+exposureHeader = CardHeader("Exposure by Sector", "Net exposure • Cash 8%")
+exposureChart = PieChart(["Technology", "Financials", "Energy", "Consumer Disc.", "Materials", "Cash"], [42, 18, 12, 11, 9, 8], "donut", "circular")
+exposureLegend = TextContent("Tech 42% • Financials 18% • Energy 12% • Consumer 11% • Materials 9% • Cash 8%", "small")
+gainersCard = Card([gainersHeader, gainersChart, gainersFooter], "card", "column", "s")
+gainersHeader = CardHeader("Today's Biggest Gainers & Losers", "Intraday % • Top 6 positions")
+gainersChart = HorizontalBarChart(["NVDA", "AAPL", "JPM", "MSFT", "GLD", "XOM"], [gainersSeries], "grouped", "Ticker", "%")
+gainersSeries = Series("Today %", [5.32, 3.72, 1.99, 1.88, 0.82, -2.08])
+gainersFooter = TextContent("Gainers: NVDA +5.32% • Losers: XOM -2.08% • TSLA short +3.05% not in chart", "small")
+strategyRiskRow = Card([strategyCard, riskLimitsCard], "clear", "row", "m", "stretch", "start")
+strategyCard = Card([strategyHeader, strategyChart, strategyFooter], "card", "column", "s")
+strategyHeader = CardHeader("Strategy Return YTD", "Each strategy's return this year")
+strategyChart = BarChart(["Momentum", "L/S Equity", "Mean Rev", "Market Neutral", "Options Overlay"], [strategySeries], "grouped", "Strategy", "%")
+strategySeries = Series("YTD Return", [14.2, 11.5, 6.8, 4.9, 3.1])
+strategyFooter = TextContent("Benchmark S&P 500 YTD +9.4% • Best: Momentum +14.2%", "small")
+riskLimitsCard = Card([riskLimitsHeader, riskAlert, grossProgress, concProgress, leverageProgress, riskFooter], "card", "column", "s")
+riskLimitsHeader = CardHeader("Risk Limits — Close to Breach", "3 limits >85% utilization")
+riskAlert = Alert("Limits Approaching Breach", "Gross exposure at 92% — reduce or request limit increase before 10:00 ET cutoff", "warning")
+grossProgress = Progress(92, "Gross Exposure 92% of $5M limit")
+concProgress = Progress(90, "Single Name (NVDA) 90% of 20% limit (18.0%)")
+leverageProgress = Progress(93, "Net Leverage 1.40x / 1.50x limit")
+riskFooter = TextContent("Next risk check: 08:00 ET • VaR limit 75% • No hard breaches", "small")
+drawdownCard = Card([drawdownHeader, drawdownChart, drawdownFooter], "card", "column", "s")
+drawdownHeader = CardHeader("Drawdown — Past Year", "Peak-to-trough • Max -7.4% in Mar 2026")
+drawdownChart = AreaChart(["Aug 25", "Sep", "Oct", "Nov", "Dec", "Jan 26", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug 26"], [drawdownSeries], "natural", "Month", "%")
+drawdownSeries = Series("Drawdown", [-1.2, -2.8, -4.1, -3.5, -6.2, -5.8, -4.9, -7.4, -5.1, -3.2, -2.4, -1.8, -0.9])
+drawdownFooter = TextContent("Current drawdown -0.9% from July peak • Recovery 6 days • YTD max -7.4%", "small")
+bottomRow = Card([headlinesCard, econCard], "clear", "row", "m", "stretch", "start")
+headlinesCard = Card([headlinesHeader, headlinesTable], "card", "column", "s")
+headlinesHeader = CardHeader("Market Headlines", "With sentiment • Last 30 min")
+headlinesTable = Table([headlineTitleCol, headlineSourceCol, headlineSentCol])
+headlineTitleCol = Col("Headline", ["Fed's Waller hints at pause as inflation cools", "Nvidia beats on data-center, guides higher", "Oil dips on surprise inventory build", "JPM raises S&P target to 5600", "Apple supplier warns on iPhone demand"])
+headlineSourceCol = Col("Source / Time", ["WSJ • 07:18", "Reuters • 06:55", "Bloomberg • 07:02", "FT • 06:42", "Nikkei • 05:30"])
+headlineSentCol = Col("Sentiment", ["Neutral", "Bullish", "Bearish", "Bullish", "Bearish"])
+econCard = Card([econHeader, econTable, econFooter], "card", "column", "s")
+econHeader = CardHeader("Economic Releases This Week", "ET • Consensus vs Previous")
+econTable = Table([econEventCol, econTimeCol, econForecastCol, econPrevCol])
+econEventCol = Col("Release", ["CPI YoY", "FOMC Minutes", "Initial Claims", "PPI YoY", "Michigan Sentiment"])
+econTimeCol = Col("When", ["Wed 08:30", "Wed 14:00", "Thu 08:30", "Thu 08:30", "Fri 10:00"])
+econForecastCol = Col("Forecast", ["3.2%", "—", "232k", "2.3%", "68.5"])
+econPrevCol = Col("Previous", ["3.4%", "—", "228k", "2.2%", "69.1"])
+econFooter = TextContent("Most impactful: CPI Wed — options imply ±1.1% SPX move", "small")
+orderFormCard = Card([orderFormHeader, orderForm], "card", "column", "s")
+orderFormHeader = CardHeader("Place Order", "Ticker, side and quantity required • Preview before submit")
+orderForm = Form("place-order", orderFormButtons, [orderTickerField, orderSideField, orderQtyField, orderTypeField, orderPriceField])
+orderTickerField = FormControl("Ticker", orderTickerInput, "e.g. AAPL, NVDA, SPY")
+orderTickerInput = Input("ticker", "AAPL", "text")
+orderSideField = FormControl("Side", orderSideSelect)
+orderSideSelect = Select("side", [sideBuy, sideSell, sideShort, sideCover], "Select side")
+sideBuy = SelectItem("buy", "Buy")
+sideSell = SelectItem("sell", "Sell")
+sideShort = SelectItem("short", "Short")
+sideCover = SelectItem("cover", "Buy to Cover")
+orderQtyField = FormControl("Quantity", orderQtyInput, "Shares / contracts")
+orderQtyInput = Input("quantity", "100", "number")
+orderTypeField = FormControl("Order Type", orderTypeSelect)
+orderTypeSelect = Select("order_type", [typeMarket, typeLimit, typeStop], "Market")
+typeMarket = SelectItem("market", "Market")
+typeLimit = SelectItem("limit", "Limit")
+typeStop = SelectItem("stop", "Stop")
+orderPriceField = FormControl("Limit / Stop Price", orderPriceInput, "Required for Limit/Stop")
+orderPriceInput = Input("price", "189.00", "number")
+orderFormButtons = Buttons([orderSubmitBtn, orderResetBtn], "row")
+orderSubmitBtn = Button("Preview & Submit", null, "primary")
+orderResetBtn = Button("Reset", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..8b045945b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r2.txt
@@ -0,0 +1,155 @@
+root = Card([header, topBar, kpiRow, positionsAndExposureRow, gainersWatchlistOrdersRow, riskRow, strategyDrawdownRow, newsCalendarRow, orderRebalanceRow, footer], "clear", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Mon Aug 18 • 07:42 ET Pre-Market • S&P Futures +0.31% • VIX 14.2 • 10Y 4.18% • Desk: US Equities Long/Short")
+topBar = Card([timeframeCard, actionsCard], "clear", "row", "m", "center", "between", true)
+timeframeCard = Card([timeframeLabel, timeframeButtons], "sunk", "row", "m", "center", "between")
+timeframeLabel = TextContent("Timeframe", "small-heavy")
+timeframeButtons = Buttons([btn1D, btn1W, btn1M, btnYTD, btn1Y])
+btn1D = Button("1D", null, "secondary")
+btn1W = Button("1W", null, "secondary")
+btn1M = Button("1M", null, "secondary")
+btnYTD = Button("YTD", null, "primary")
+btn1Y = Button("1Y", null, "secondary")
+actionsCard = Card([rebalanceDialog, placeOrderJumpBtn], "clear", "row", "s", "center", "end")
+rebalanceDialog = DialogBlock("Rebalance Portfolio", "Rebalance Portfolio", "Restore target weights and trim sector breaches. Executes as market orders unless specified.", [rebalanceForm], "secondary")
+placeOrderJumpBtn = Button("Place Order ↓", null, "primary")
+kpiRow = Card([kpiPortfolio, kpiPnL, kpiVaR, kpiMargin], "clear", "row", "m", "stretch", "between", true)
+kpiPortfolio = Card([kpiPortfolioLabel, kpiPortfolioValue, kpiPortfolioSub], "card", "column", "xs", "start", "start")
+kpiPortfolioLabel = TextContent("Portfolio Value", "small")
+kpiPortfolioValue = Heading("$14,862,400", "h2")
+kpiPortfolioSub = TextContent("High water $14.92M • MTD +2.4% • YTD +8.7%", "small")
+kpiPnL = Card([kpiPnLLabel, kpiPnLValue, kpiPnLBadge], "card", "column", "xs", "start", "start")
+kpiPnLLabel = TextContent("P&L Today", "small")
+kpiPnLValue = Heading("+$84,250", "h2")
+kpiPnLBadge = Badge("+0.57% • Realized +$12.4k / Unrealized +$71.8k", "secondary")
+kpiVaR = Card([kpiVaRLabel, kpiVaRValue, kpiVaRSub], "card", "column", "xs", "start", "start")
+kpiVaRLabel = TextContent("Value at Risk (1D 99%)", "small")
+kpiVaRValue = Heading("$312,000", "h2")
+kpiVaRSub = TextContent("2.10% of NAV • 1W VaR $685k • Limit $400k", "small")
+kpiMargin = Card([kpiMarginLabel, kpiMarginValue, kpiMarginProgress, kpiMarginSub], "card", "column", "xs", "start", "start")
+kpiMarginLabel = TextContent("Margin In Use", "small")
+kpiMarginValue = Heading("$6.12M / $10.0M", "h3")
+kpiMarginProgress = Progress(61, "61% utilized")
+kpiMarginSub = TextContent("Excess liquidity $3.88M • Call level 85%", "small")
+positionsAndExposureRow = Card([positionsCard, exposureCard], "clear", "row", "m", "stretch", "between", true)
+positionsCard = Card([positionsHeader, positionsTable, positionsNote], "card", "column", "m")
+positionsHeader = CardHeader("Positions", "6 open • Gross $14.86M • Net long 92% • Beta 1.08")
+positionsTable = Table([colTicker, colSize, colEntry, colCurrent, colPnL])
+colTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "UNH", "XOM"])
+colSize = Col("Size", ["12,500", "8,200", "15,000", "9,000", "4,500", "11,000"])
+colEntry = Col("Entry", ["$182.40", "$338.20", "$452.10", "$148.75", "$522.30", "$108.90"])
+colCurrent = Col("Current", ["$189.15", "$335.60", "$471.80", "$152.40", "$518.10", "$110.25"])
+colPnL = Col("PnL", ["+$84,375", "-$21,320", "+$295,500", "+$32,850", "-$18,900", "+$14,850"])
+positionsNote = TextContent("Largest position NVDA 15k shrs • Concentration 23.8% NAV", "small")
+exposureCard = Card([exposureHeader, exposureChart, exposureText], "card", "column", "m")
+exposureHeader = CardHeader("Exposure by Sector", "Actual vs target • Tech overweight +3.2%")
+exposureChart = PieChart(["Technology", "Financials", "Healthcare", "Energy", "Consumer Disc.", "Industrials"], [38, 22, 14, 11, 9, 6], "donut", "circular")
+exposureText = TextContent("Gross 142% • Net 92% • Tech 38% | Financials 22% | Healthcare 14% | Energy 11% | Consumer 9% | Industrials 6%", "small")
+gainersWatchlistOrdersRow = Card([gainersCard, watchlistCard, ordersCard], "clear", "row", "m", "stretch", "between", true)
+gainersCard = Card([gainersHeader, gainersTable], "card", "column", "m")
+gainersHeader = CardHeader("Today's Biggest Gainers & Losers", "Intraday • as of 07:42 ET")
+gainersTable = Table([colGainerTicker, colGainerPrice, colGainerChange])
+colGainerTicker = Col("Ticker", ["NVDA", "XOM", "JPM", "AAPL", "MSFT", "UNH"])
+colGainerPrice = Col("Price", ["$471.80", "$110.25", "$152.40", "$189.15", "$335.60", "$518.10"])
+colGainerChange = Col("Change", ["+4.36% ▲", "+1.24% ▲", "+0.95% ▲", "+0.42% ▲", "-0.77% ▼", "-0.80% ▼"])
+watchlistCard = Card([watchlistHeader, watchlistTable, watchlistNote], "card", "column", "m")
+watchlistHeader = CardHeader("Watchlist", "5 instruments • Alerts active")
+watchlistTable = Table([colWatchTicker, colWatchPrice, colWatchChg])
+colWatchTicker = Col("Instrument", ["TSLA", "SPY", "QQQ", "BTC-USD", "GLD"])
+colWatchPrice = Col("Price", ["$248.50", "$456.20", "$378.90", "$26,420", "$194.30"])
+colWatchChg = Col("Day", ["+1.80%", "+0.31%", "+0.42%", "-0.60%", "+0.15%"])
+watchlistNote = TextContent("TSLA near $250 breakout • SPY watch $458 resistance", "small")
+ordersCard = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = CardHeader("Working Orders", "4 open • 2 buys / 2 sells")
+ordersTable = Table([colOrderTicker, colOrderSide, colOrderQty, colOrderLimit, colOrderStatus])
+colOrderTicker = Col("Ticker", ["AAPL", "NVDA", "MSFT", "XOM"])
+colOrderSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+colOrderQty = Col("Qty", ["2,000", "5,000", "1,500", "3,000"])
+colOrderLimit = Col("Limit", ["$187.00", "$475.00", "$332.00", "$112.00"])
+colOrderStatus = Col("Status", ["Working", "Working", "Working", "Queued"])
+riskRow = Card([varDetailCard, marginDetailCard, limitsCard], "clear", "row", "m", "stretch", "between", true)
+varDetailCard = Card([varHeader, varValue, varProgress, varText], "card", "column", "s")
+varHeader = CardHeader("Value at Risk", "1-Day 99% Historical • 2Y lookback")
+varValue = Heading("$312k", "h3")
+varProgress = Progress(78, "78% of $400k limit")
+varText = TextContent("Expected shortfall $428k • Stress (-10% mkt) -$1.12M • Beta-adj VaR $298k", "small")
+marginDetailCard = Card([marginHeader, marginProgressDetail, marginText], "card", "column", "s")
+marginHeader = CardHeader("Margin & Leverage", "Reg-T • Portfolio margin")
+marginProgressDetail = Progress(61, "61% margin used")
+marginText = TextContent("Gross leverage 1.42x • Net 0.92x • Excess $3.88M • Maintenance $4.2M", "small")
+limitsCard = Card([limitsHeader, limitsTable, limitsAlert], "card", "column", "s")
+limitsHeader = CardHeader("Risk Limits Close to Breach", "4 monitors • 2 warnings")
+limitsTable = Table([colLimitName, colLimitUsage, colLimitStatus])
+colLimitName = Col("Limit", ["Single Name (NVDA)", "Gross Exposure", "VaR Utilization", "Net Leverage"])
+colLimitUsage = Col("Usage", ["94%", "88%", "78%", "72%"])
+colLimitStatus = Col("Status", ["⚠️ Warning", "⚠️ Watch", "OK", "OK"])
+limitsAlert = Callout("warning", "NVDA concentration 94% of 25% NAV limit", "Gross exposure 88% of $16.5M limit. Rebalance recommended before open.")
+strategyDrawdownRow = Card([strategyCard, drawdownCard], "clear", "row", "m", "stretch", "between", true)
+strategyCard = Card([strategyHeader, strategyChart, strategyNote], "card", "column", "m")
+strategyHeader = CardHeader("Strategy Return YTD", "Net of fees • thru Aug 18")
+strategyChart = BarChart(["L/S Equity", "Stat Arb", "Global Macro", "Options Inc.", "CTA Trend"], [strategySeries], "grouped", "Strategy", "%")
+strategySeries = Series("Return %", [9.2, 4.8, 12.1, 6.5, -1.2])
+strategyNote = TextContent("Best: Global Macro +12.1% • Worst: CTA Trend -1.2% • Blended +7.4%", "small")
+drawdownCard = Card([drawdownHeader, drawdownChart, drawdownNote], "card", "column", "m")
+drawdownHeader = CardHeader("Drawdown — Past 12 Months", "Peak to trough • Current -0.6% from peak")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "%")
+drawdownSeries = Series("Drawdown", [-2.8, -5.1, -3.2, -0.9, -1.2, -3.4, -2.1, -0.8, -4.5, -3.9, -1.5, -0.6])
+drawdownNote = TextContent("Max drawdown -5.1% (Oct) • Avg -2.58% • Recovery 18 days avg", "small")
+newsCalendarRow = Card([headlinesCard, calendarCard], "clear", "row", "m", "stretch", "between", true)
+headlinesCard = Card([headlinesHeader, headlinesTable], "card", "column", "m")
+headlinesHeader = CardHeader("Market Headlines", "Sentiment tagged • Last 60 min")
+headlinesTable = Table([colHeadTime, colHeadTitle, colHeadSentiment])
+colHeadTime = Col("Time", ["07:18", "06:45", "06:02", "05:30"])
+colHeadTitle = Col("Headline", ["Nvidia beats whisper on data center demand", "Fed's Waller flags sticky services inflation", "Oil climbs on surprise inventory draw", "Apple supplier warns on iPhone demand"])
+colHeadSentiment = Col("Sentiment", ["Bullish", "Bearish", "Bullish", "Bearish"])
+calendarCard = Card([calendarHeader, calendarTable], "card", "column", "m")
+calendarHeader = CardHeader("Economic Releases This Week", "ET • Consensus vs prior")
+calendarTable = Table([colCalDate, colCalEvent, colCalForecast, colCalPrior])
+colCalDate = Col("Date", ["Tue Aug 19", "Wed Aug 20", "Thu Aug 21", "Fri Aug 22"])
+colCalEvent = Col("Release", ["Retail Sales MoM", "FOMC Minutes", "Initial Jobless Claims", "Powell Jackson Hole"])
+colCalForecast = Col("Forecast", ["0.4%", "—", "235k", "—"])
+colCalPrior = Col("Prior", ["0.2%", "—", "239k", "—"])
+orderRebalanceRow = Card([placeOrderCard, rebalanceInfoCard], "clear", "row", "m", "stretch", "between", true)
+placeOrderCard = Card([placeOrderHeader, placeOrderForm], "card", "column", "m")
+placeOrderHeader = CardHeader("Place Order", "Ticker • Side • Quantity • Immediate execution")
+placeOrderForm = Form("place-order", placeOrderButtons, [fieldTicker, fieldSide, fieldQty, fieldOrderType])
+fieldTicker = FormControl("Ticker", inputTicker, "e.g. AAPL, NVDA, SPY")
+inputTicker = Input("ticker", "AAPL", "text")
+fieldSide = FormControl("Side", selectSide)
+selectSide = Select("side", [optBuy, optSell], "Select side")
+optBuy = SelectItem("buy", "Buy")
+optSell = SelectItem("sell", "Sell")
+fieldQty = FormControl("Quantity", inputQty, "Shares • Max 25k per order")
+inputQty = Input("quantity", "1000", "number")
+fieldOrderType = FormControl("Order Type", selectOrderType)
+selectOrderType = Select("order_type", [optMarket, optLimit, optStop], "Market")
+optMarket = SelectItem("market", "Market")
+optLimit = SelectItem("limit", "Limit")
+optStop = SelectItem("stop", "Stop")
+placeOrderButtons = Buttons([btnPlaceOrder, btnClearOrder])
+btnPlaceOrder = Button("Place Order", null, "primary")
+btnClearOrder = Button("Clear", null, "tertiary")
+rebalanceInfoCard = Card([rebalanceInfoHeader, rebalanceInfoText, rebalanceStats, rebalanceDialogInline], "card", "column", "m")
+rebalanceInfoHeader = CardHeader("Rebalance Tools", "One-click to target weights")
+rebalanceInfoText = TextContent("Current drift: Tech +3.2% overweight, Healthcare -1.8% underweight. Rebalance will sell ~$475k NVDA/AAPL and buy JPM/UNH to restore 35% Tech cap.", "small")
+rebalanceStats = Table([colRebSector, colRebCurrent, colRebTarget])
+colRebSector = Col("Sector", ["Technology", "Financials", "Healthcare"])
+colRebCurrent = Col("Current", ["38.0%", "22.0%", "14.0%"])
+colRebTarget = Col("Target", ["35.0%", "23.5%", "15.8%"])
+rebalanceDialogInline = DialogBlock("Open Rebalance Ticket", "Confirm Rebalance", "Preview trades before submitting to OMS.", [rebalancePreviewText, rebalanceForm], "primary")
+rebalancePreviewText = TextContent("Preview: Sell 1,800 NVDA @ MKT, Sell 2,100 AAPL @ MKT, Buy 3,200 JPM @ MKT, Buy 900 UNH @ MKT • Est. turnover $1.18M • Fees ~$142", "small")
+rebalanceForm = Form("rebalance-form", rebalanceFormButtons, [fieldRebalanceSleeve, fieldRebalanceMode, fieldRebalanceNote])
+fieldRebalanceSleeve = FormControl("Sleeve", selectSleeve)
+selectSleeve = Select("sleeve", [sleeveAll, sleeveTech, sleeveFin], "All strategies")
+sleeveAll = SelectItem("all", "All Strategies")
+sleeveTech = SelectItem("tech", "Technology Sleeve Only")
+sleeveFin = SelectItem("fin", "Financials Sleeve Only")
+fieldRebalanceMode = FormControl("Execution", radioRebalanceMode)
+radioRebalanceMode = RadioGroup("mode", [modeMOC, modeVWAP])
+modeMOC = RadioItem("Market on Close", "Execute at close", "moc")
+modeVWAP = RadioItem("VWAP Today", "Work over day", "vwap")
+fieldRebalanceNote = FormControl("Note", inputRebalanceNote)
+inputRebalanceNote = Input("note", "Trim NVDA concentration")
+rebalanceFormButtons = Buttons([btnConfirmRebalance, btnCancelRebalance])
+btnConfirmRebalance = Button("Confirm Rebalance", null, "primary")
+btnCancelRebalance = Button("Cancel", null, "tertiary")
+footer = TextContent("Data as of 07:42 ET • Prices delayed 15m unless marked real-time • Risk limits refreshed every 60s • OMS: Connected • Use timeframe controls at top to switch 1D/1W/1M/YTD/1Y views", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..05fd3ac8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r3.txt
@@ -0,0 +1,117 @@
+root = Card([header, timeframeBar, kpiSection, positionsExposureRow, gainersWatchRow, ordersHeadlinesRow, econStrategyRow, drawdownRiskRow, actionRow], "clear", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Tue Aug 13 • 07:42 ET • Pre-market • S&P Futures +0.34% • NASDAQ +0.51% • 10Y 4.12%")
+timeframeBar = Card([timeframeText, timeframeControls], "sunk", "row", "m", "center", "between")
+timeframeText = TextContent("**Timeframe:** Controls P&L, VaR, drawdown and strategy panels. Active: **1D** — switch to 1W / 1M / YTD instantly.", "small")
+timeframeControls = Buttons([btn1D, btn1W, btn1M, btn3M, btnYTD, btn1Y], "row")
+btn1D = Button("1D", null, "primary", "normal", "small")
+btn1W = Button("1W", null, "secondary", "normal", "small")
+btn1M = Button("1M", null, "secondary", "normal", "small")
+btn3M = Button("3M", null, "secondary", "normal", "small")
+btnYTD = Button("YTD", null, "secondary", "normal", "small")
+btn1Y = Button("1Y", null, "secondary", "normal", "small")
+kpiSection = Card([kpiHeader, kpiTable, marginProgress, varCallout], "card", "column", "s")
+kpiHeader = CardHeader("Portfolio Snapshot", "Real-time • Last sync 07:41:58 ET • Base currency USD")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiNoteCol])
+kpiMetricCol = Col("Metric", ["Portfolio Value", "P&L Today", "Margin In Use", "Value at Risk (1D 95%)"])
+kpiValueCol = Col("Value", ["$14.82M", "+$127,400", "$4.12M", "$312,500"])
+kpiNoteCol = Col("Detail", ["+1.12% vs prior close • NAV $14.69M → $14.82M", "+0.87% • Realized +$41k • Unrealized +$86k", "27.8% of equity • $5.88M available • Limit 50%", "2.11% of NAV • 99% VaR $482k • ES $398k"])
+marginProgress = Progress(27.8, "Margin in use 27.8% — $4.12M / $14.82M equity • 22.2% buffer to 50% limit")
+varCallout = Callout("warning", "VaR elevated vs 30-day avg", "1-day 95% VaR $312.5k is +18% above 30-day average ($265k) due to increased NVDA concentration. Monitor gross exposure limit.")
+positionsExposureRow = Card([positionsCard, exposureCard], "clear", "row", "m", "stretch", "between")
+positionsCard = Card([positionsHeader, positionsTable], "card", "column", "s")
+positionsHeader = CardHeader("Positions", "6 open positions • Gross $8.4M • Net long $6.9M")
+positionsTable = Table([posTickerCol, posSizeCol, posEntryCol, posCurrentCol, posPnLCol])
+posTickerCol = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XLE"])
+posSizeCol = Col("Size", ["+850", "+600", "+1,200", "-400", "+950", "+2,100"])
+posEntryCol = Col("Entry Price", ["$182.40", "$412.10", "$875.30", "$242.80", "$198.50", "$88.20"])
+posCurrentCol = Col("Current Price", ["$189.12", "$425.80", "$862.15", "$238.10", "$203.75", "$89.05"])
+posPnLCol = Col("Unrealized P&L", ["+$5,712", "+$8,220", "-$15,780", "+$1,880", "+$4,987", "+$1,785"])
+exposureCard = Card([exposureHeader, exposureChart, exposureLegend], "card", "column", "s")
+exposureHeader = CardHeader("Exposure by Sector", "Net exposure • Cash 10% • Tech 42% overweight")
+exposureChart = PieChart(["Technology", "Financials", "Healthcare", "Energy", "Consumer Disc.", "Cash"], [42, 18, 12, 10, 8, 10], "donut", "circular")
+exposureLegend = TextContent("Tech 42% ($6.22M) • Financials 18% ($2.67M) • Healthcare 12% • Energy 10% • Consumer 8% • Cash 10% • Limit: single sector 45%", "small")
+gainersWatchRow = Card([gainersCard, watchlistCard], "clear", "row", "m", "stretch", "between")
+gainersCard = Card([gainersHeader, gainersChart, gainersNote], "card", "column", "s")
+gainersHeader = CardHeader("Today's Biggest Gainers & Losers", "% change since open • S&P +0.34%")
+gainersChart = HorizontalBarChart(["MSFT", "JPM", "AAPL", "GS", "XOM", "TSLA", "NVDA"], [gainersSeries], "grouped", "% Change", "Ticker")
+gainersSeries = Series("Today %", [2.14, 1.88, 1.42, 0.96, 0.71, -1.22, -1.5])
+gainersNote = TextContent("Top gainer MSFT +2.14% (+$8,220) • Top loser NVDA -1.50% (-$15,780) drags P&L", "small")
+watchlistCard = Card([watchlistHeader, watchlistTable], "card", "column", "s")
+watchlistHeader = CardHeader("Watchlist", "Instruments being watched • Auto-refresh 5s")
+watchlistTable = Table([watchTickerCol, watchPriceCol, watchChangeCol])
+watchTickerCol = Col("Instrument", ["SPY", "QQQ", "VIX", "TLT", "BTC-USD", "EUR/USD"])
+watchPriceCol = Col("Price", ["$523.41", "$448.20", "13.42", "$98.15", "$61,420", "1.0924"])
+watchChangeCol = Col("Today", ["+0.62%", "+0.85%", "-2.10%", "-0.18%", "+1.24%", "+0.11%"])
+ordersHeadlinesRow = Card([ordersCard, headlinesCard], "clear", "row", "m", "stretch", "between")
+ordersCard = Card([ordersHeader, ordersTable], "card", "column", "s")
+ordersHeader = CardHeader("Working Orders", "5 open • 2 filled pre-market")
+ordersTable = Table([orderTickerCol, orderSideCol, orderQtyCol, orderPriceCol, orderStatusCol])
+orderTickerCol = Col("Ticker", ["AAPL", "NVDA", "TSLA", "JPM", "SPY"])
+orderSideCol = Col("Side", ["Buy", "Sell", "Buy to Cover", "Buy", "Sell"])
+orderQtyCol = Col("Qty", ["500", "300", "200", "400", "250"])
+orderPriceCol = Col("Limit", ["$188.00", "$870.00", "$235.50", "$202.00", "$525.00"])
+orderStatusCol = Col("Status", ["Working", "Working", "Working", "Queued", "Working"])
+headlinesCard = Card([headlinesHeader, headlinesTable], "card", "column", "s")
+headlinesHeader = CardHeader("Market Headlines", "Sentiment tagged • Last 30 min")
+headlinesTable = Table([hlHeadlineCol, hlSourceCol, hlSentimentCol])
+hlHeadlineCol = Col("Headline", ["Fed's Williams signals data-dependent pause", "NVDA suppliers cut outlook on Blackwell delay", "JPM raises S&P target to 5600 on earnings", "Oil jumps 2% after EIA inventory draw", "Apple unveils AI features, shares up pre-market"])
+hlSourceCol = Col("Source", ["Reuters 07:21", "Bloomberg 07:08", "WSJ 06:55", "FT 06:42", "CNBC 06:30"])
+hlSentimentCol = Col("Sentiment", ["Neutral", "Bearish", "Bullish", "Bullish", "Bullish"])
+econStrategyRow = Card([econCard, strategyCard], "clear", "row", "m", "stretch", "between")
+econCard = Card([econHeader, econTable], "card", "column", "s")
+econHeader = CardHeader("Economic Releases This Week", "ET • Consensus vs previous")
+econTable = Table([econDateCol, econReleaseCol, econForecastCol, econPreviousCol, econImportanceCol])
+econDateCol = Col("Date", ["Tue Aug 13", "Wed Aug 14", "Wed Aug 14", "Thu Aug 15", "Fri Aug 16"])
+econReleaseCol = Col("Release", ["CPI YoY (Jul)", "FOMC Minutes", "Retail Sales MoM", "Initial Claims", "Michigan Sentiment"])
+econForecastCol = Col("Forecast", ["3.0%", "—", "0.3%", "233k", "67.0"])
+econPreviousCol = Col("Previous", ["3.0%", "—", "0.0%", "233k", "66.4"])
+econImportanceCol = Col("Importance", ["High", "High", "Medium", "Medium", "Low"])
+strategyCard = Card([strategyHeader, strategyChart], "card", "column", "s")
+strategyHeader = CardHeader("Strategy Returns YTD", "Net of fees • Benchmark S&P +14.2%")
+strategyChart = BarChart(["L/S Equity", "Stat Arb", "Macro", "Vol Arb", "Mkt Neutral"], [strategySeries], "grouped", "Strategy", "YTD %")
+strategySeries = Series("Return YTD", [12.4, 8.7, -2.1, 15.2, 6.3])
+drawdownRiskRow = Card([drawdownCard, riskLimitsCard], "clear", "row", "m", "stretch", "between")
+drawdownCard = Card([drawdownHeader, drawdownChart], "card", "column", "s")
+drawdownHeader = CardHeader("Drawdown — Past 12 Months", "Peak-to-trough • Current -0.9% from Jul peak")
+drawdownChart = AreaChart(["Aug 23", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug 24"], [drawdownSeries], "natural", "Month", "Drawdown %")
+drawdownSeries = Series("Drawdown", [0, -1.2, -2.8, -1.5, -3.4, -2.1, -4.2, -3.0, -1.8, -2.5, -1.1, -0.6, -0.9])
+riskLimitsCard = Card([riskLimitsHeader, riskAlert, riskTable], "card", "column", "s")
+riskLimitsHeader = CardHeader("Risk Limits — Close to Breach", "Threshold 80% • Action required >90%")
+riskAlert = Alert("2 limits in amber zone", "Gross exposure 92% and single-name NVDA 88% — reduce or hedge before US open. VaR at 69% and climbing.", "warning")
+riskTable = Table([riskLimitCol, riskUsageCol, riskThresholdCol, riskStatusCol])
+riskLimitCol = Col("Limit", ["Gross Exposure ($9M)", "Single Name (NVDA 35%)", "Net Exposure ($7.5M)", "VaR Limit ($450k)", "Margin Limit (50%)"])
+riskUsageCol = Col("Usage", ["$8.28M", "30.8%", "$5.85M", "$312.5k", "27.8%"])
+riskThresholdCol = Col("Utilization", ["92%", "88%", "78%", "69%", "56%"])
+riskStatusCol = Col("Status", ["⚠️ AMBER", "⚠️ AMBER", "OK", "OK", "OK"])
+actionRow = Card([rebalanceDialog, orderFormCard], "clear", "row", "m", "stretch", "between")
+rebalanceDialog = DialogBlock("Rebalance Portfolio", "Rebalance Portfolio", "Target vs current weights • Generate working orders to realign", [rebalanceText, rebalanceTable, rebalanceButtons], "secondary")
+rebalanceText = TextContent("One-click rebalance to target: Tech 35% (trim 7%), Financials 20% (+2%), Cash 15% (+5%). Estimated turnover $1.04M • Cost ~$1,200.", "small")
+rebalanceTable = Table([rebalanceSectorCol, rebalanceCurrentCol, rebalanceTargetCol, rebalanceDeltaCol])
+rebalanceSectorCol = Col("Sector", ["Technology", "Financials", "Healthcare", "Energy", "Cash"])
+rebalanceCurrentCol = Col("Current", ["42%", "18%", "12%", "10%", "10%"])
+rebalanceTargetCol = Col("Target", ["35%", "20%", "15%", "15%", "15%"])
+rebalanceDeltaCol = Col("Delta", ["-7% Sell", "+2% Buy", "+3% Buy", "+5% Buy", "+5%"])
+rebalanceButtons = Buttons([rebalanceConfirmBtn, rebalancePreviewBtn], "row")
+rebalanceConfirmBtn = Button("Generate Rebalance Orders", null, "primary")
+rebalancePreviewBtn = Button("Preview Trades", null, "secondary")
+orderFormCard = Card([orderFormHeader, orderForm], "card", "column", "s")
+orderFormHeader = CardHeader("Place Order", "Ticker • Side • Quantity • Instant route to EMS")
+orderForm = Form("place-order", orderFormButtons, [orderTickerField, orderSideField, orderQtyField, orderTypeField, orderPriceField])
+orderTickerField = FormControl("Ticker", orderTickerInput, "e.g. AAPL, NVDA, SPY")
+orderTickerInput = Input("ticker", "AAPL", "text")
+orderSideField = FormControl("Side", orderSideSelect)
+orderSideSelect = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("buy", "Buy / Buy to Cover")
+sideSell = SelectItem("sell", "Sell / Sell Short")
+orderQtyField = FormControl("Quantity (shares)", orderQtyInput, "Min 1 • Max 100,000")
+orderQtyInput = Input("quantity", "100", "number")
+orderTypeField = FormControl("Order Type", orderTypeSelect)
+orderTypeSelect = Select("order_type", [typeMarket, typeLimit, typeStop], "Limit")
+typeMarket = SelectItem("market", "Market")
+typeLimit = SelectItem("limit", "Limit")
+typeStop = SelectItem("stop", "Stop")
+orderPriceField = FormControl("Limit Price (if Limit/Stop)", orderPriceInput, "Leave blank for market")
+orderPriceInput = Input("price", "189.00", "number")
+orderFormButtons = Buttons([orderSubmitBtn, orderCancelBtn], "row")
+orderSubmitBtn = Button("Place Order", null, "primary")
+orderCancelBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..8f2f5e7ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-fund__r4.txt
@@ -0,0 +1,132 @@
+root = Card([header, timeframeCard, kpiRow, riskAlert, riskLimitsCard, positionsExposureRow, moversWatchRow, ordersMarginRow, headlinesEconRow, strategyDrawdownRow, actionsRow], "clear", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Tuesday, Aug 13 • 07:42 ET • Pre-market • S&P +0.42% • VIX 14.2")
+timeframeCard = Card([timeframeHeader, timeframeButtons], "card", "row", "m", "center", "between")
+timeframeHeader = TextContent("Timeframe: 1D active — controls portfolio, P&L, drawdown & strategy views", "small-heavy")
+timeframeButtons = Buttons([btn1D, btn1W, btn1M, btn3M, btn1Y, btnYTD], "row")
+btn1D = Button("1D", null, "primary")
+btn1W = Button("1W", null, "secondary")
+btn1M = Button("1M", null, "secondary")
+btn3M = Button("3M", null, "secondary")
+btn1Y = Button("1Y", null, "secondary")
+btnYTD = Button("YTD", null, "secondary")
+kpiRow = Card([portfolioCard, pnlCard, varCard, marginCard], "clear", "row", "m", "stretch")
+portfolioCard = Card([portfolioValue, portfolioSub], "card", "column", "xs")
+portfolioValue = TextContent("$4,827,450", "large-heavy")
+portfolioSub = TextContent("1. Portfolio Value  •  +$38,200 (+0.80%) WTD  •  High $4,912,000", "small")
+pnlCard = Card([pnlValue, pnlSub], "card", "column", "xs")
+pnlValue = TextContent("+$42,850  (+0.89%)", "large-heavy")
+pnlSub = TextContent("2. P&L Today  •  Realized +$12,400  •  Unrealized +$30,450", "small")
+varCard = Card([varValue, varSub, varProgress], "card", "column", "xs")
+varValue = TextContent("$118,400", "large-heavy")
+varSub = TextContent("5. Value at Risk (1D, 95%)  •  2.45% of NAV  •  Limit $150k", "small")
+varProgress = Progress(78, "VaR utilization 78%")
+marginCard = Card([marginValue, marginSub, marginProgress], "card", "column", "xs")
+marginValue = TextContent("62%  •  $1.86M / $3.00M", "large-heavy")
+marginSub = TextContent("9. Margin in Use  •  Excess $1.14M  •  Call at 85%", "small")
+marginProgress = Progress(62, "Margin 62%")
+riskAlert = Alert("Risk limit close to breach", "Single-name concentration at 92% of limit (NVDA) and Gross Exposure at 88%. Rebalance suggested before open.", "warning")
+riskLimitsCard = Card([riskLimitsHeader, riskLimitsTable], "sunk", "column", "s")
+riskLimitsHeader = CardHeader("14. Risk Limits Monitor", "Proximity to breach • Auto-refresh 30s")
+riskLimitsTable = Table([riskLimitNameCol, riskLimitUseCol, riskLimitLimitCol, riskLimitStatusCol])
+riskLimitNameCol = Col("Limit", ["Single-Name Concentration", "Gross Exposure", "Net Exposure", "VaR (95% 1D)", "Leverage", "Sector Concentration (Tech)"])
+riskLimitUseCol = Col("Utilization", ["92%", "88%", "64%", "78%", "71%", "84%"])
+riskLimitLimitCol = Col("Limit Value", ["15% NAV per name", "$5.5M gross", "±40% net", "$150k", "3.0x", "45% NAV"])
+riskLimitStatusCol = Col("Status", ["⚠️ Near Breach", "⚠️ Watch", "OK", "OK", "OK", "Watch"])
+positionsExposureRow = Card([positionsSection, exposureSection], "clear", "row", "m", "stretch")
+positionsSection = Card([positionsHeader, positionsTable], "card", "column", "s")
+positionsHeader = CardHeader("3. Positions", "6 open • Long 4,430 / Short -400 • Beta 1.08")
+positionsTable = Table([posTickerCol, posSizeCol, posEntryCol, posCurrentCol, posPnlCol])
+posTickerCol = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XOM"])
+posSizeCol = Col("Size", ["850", "600", "1,200", "-400", "950", "1,100"])
+posEntryCol = Col("Entry", ["$182.40", "$378.20", "$462.10", "$248.50", "$148.70", "$105.20"])
+posCurrentCol = Col("Current", ["$189.15", "$412.60", "$478.90", "$241.30", "$152.10", "$108.45"])
+posPnlCol = Col("Unrealized P&L", ["+$5,738", "+$20,640", "+$20,160", "+$2,880", "+$3,230", "+$3,575"])
+exposureSection = Card([exposureHeader, exposureChart, exposureCallout], "card", "column", "s")
+exposureHeader = CardHeader("4. Exposure by Sector", "Net exposure • Cash 5%")
+exposureChart = PieChart(["Technology", "Financials", "Energy", "Consumer Disc.", "Healthcare", "Cash"], [42, 18, 15, 12, 8, 5], "donut", "circular")
+exposureCallout = TextCallout("neutral", "Tech overweight", "Technology 42% vs 45% limit — 3% headroom. Rebalance would trim NVDA/MSFT.")
+moversWatchRow = Card([gainersCard, watchlistCard], "clear", "row", "m", "stretch")
+gainersCard = Card([gainersHeader, gainersTable], "card", "column", "s")
+gainersHeader = CardHeader("6. Today's Biggest Gainers & Losers", "Intraday % • P&L impact")
+gainersTable = Table([gainersTickerCol, gainersChangeCol, gainersPnlCol, gainersTypeCol])
+gainersTickerCol = Col("Ticker", ["NVDA", "MSFT", "AAPL", "META", "JPM"])
+gainersChangeCol = Col("Change", ["+3.64%", "+2.11%", "+1.80%", "-0.85%", "-0.31%"])
+gainersPnlCol = Col("Day P&L", ["+$20,160", "+$12,420", "+$5,738", "-$1,840", "-$465"])
+gainersTypeCol = Col("Tag", ["Top Gainer", "Gainer", "Gainer", "Top Loser", "Loser"])
+watchlistCard = Card([watchlistHeader, watchlistTable], "card", "column", "s")
+watchlistHeader = CardHeader("7. Watchlist", "Instruments being watched • Last price")
+watchlistTable = Table([watchTickerCol, watchPriceCol, watchChangeCol])
+watchTickerCol = Col("Instrument", ["SPY", "QQQ", "BTC-USD", "GLD", "TLT", "VIX"])
+watchPriceCol = Col("Price", ["$478.90", "$412.15", "$67,240", "$198.45", "$92.30", "14.20"])
+watchChangeCol = Col("Day", ["+0.42%", "+0.61%", "+1.20%", "-0.15%", "-0.22%", "-3.40%"])
+ordersMarginRow = Card([ordersCard, marginDetailCard], "clear", "row", "m", "stretch")
+ordersCard = Card([ordersHeader, ordersTable], "card", "column", "s")
+ordersHeader = CardHeader("8. Working Orders", "4 active • 2 bids • 2 asks • Oldest 18m")
+ordersTable = Table([orderIdCol, orderTickerCol, orderSideCol, orderQtyCol, orderPriceCol, orderStatusCol])
+orderIdCol = Col("ID", ["#8841", "#8843", "#8847", "#8850"])
+orderTickerCol = Col("Ticker", ["NVDA", "AAPL", "TSLA", "XOM"])
+orderSideCol = Col("Side", ["Sell", "Buy", "Buy to Cover", "Sell"])
+orderQtyCol = Col("Qty", ["300", "400", "200", "500"])
+orderPriceCol = Col("Limit", ["$485.00", "$187.50", "$238.00", "$109.80"])
+orderStatusCol = Col("Status", ["Working", "Working", "Working", "Partial 40%"])
+marginDetailCard = Card([marginDetailHeader, marginDetailText, marginProgressDetail, marginBreakdown], "sunk", "column", "s")
+marginDetailHeader = CardHeader("Margin Detail", "Reg T • Portfolio margin")
+marginDetailText = TextContent("Used $1.86M of $3.00M (62%). Excess liquidity $1.14M. Maintenance $1.42M. Buying power $2.28M.", "small")
+marginProgressDetail = Progress(62, "62% in use — 23% to call level")
+marginBreakdown = TextContent("Longs $4.12M • Shorts $0.42M • Options $0.18M • Futures $0.31M", "small")
+headlinesEconRow = Card([headlinesCard, econCard], "clear", "row", "m", "stretch")
+headlinesCard = Card([headlinesHeader, headlinesList], "card", "column", "s")
+headlinesHeader = CardHeader("10. Market Headlines", "Sentiment per headline • Last 30 min")
+headlinesList = ListBlock([headline1, headline2, headline3, headline4])
+headline1 = ListItem("Fed's Williams: Policy restrictive, data dependent", "Sentiment: Neutral • 07:18 ET • Bloomberg")
+headline2 = ListItem("NVDA beats on data center, guides higher", "Sentiment: Positive • 07:05 ET • Reuters")
+headline3 = ListItem("Oil climbs as inventory draw surprises", "Sentiment: Positive • 06:52 ET • WSJ")
+headline4 = ListItem("Regional banks under pressure after downgrade", "Sentiment: Negative • 06:40 ET • FT")
+econCard = Card([econHeader, econTable], "card", "column", "s")
+econHeader = CardHeader("11. Economic Releases This Week", "ET • Consensus vs prior")
+econTable = Table([econEventCol, econDateCol, econForecastCol, econImportanceCol])
+econEventCol = Col("Release", ["CPI YoY", "FOMC Minutes", "Retail Sales", "Initial Claims", "Michigan Sentiment"])
+econDateCol = Col("When", ["Wed 08:30", "Wed 14:00", "Thu 08:30", "Thu 08:30", "Fri 10:00"])
+econForecastCol = Col("Forecast / Prior", ["3.3% / 3.2%", "—", "0.4% / 0.2%", "232k / 228k", "68.2 / 67.8"])
+econImportanceCol = Col("Impact", ["High", "High", "Medium", "Medium", "Low"])
+strategyDrawdownRow = Card([strategyCard, drawdownCard], "clear", "row", "m", "stretch")
+strategyCard = Card([strategyHeader, strategyChart], "card", "column", "s")
+strategyHeader = CardHeader("12. Strategy Return YTD", "Net of fees • Benchmark SPY +11.4%")
+strategyChart = BarChart(["L/S Equity", "Quant Mom", "Global Macro", "Stat Arb", "Vol Arb"], [strategySeries], "grouped", "Strategy", "%")
+strategySeries = Series("YTD Return %", [14.2, 9.8, 6.4, 4.1, -1.2])
+drawdownCard = Card([drawdownHeader, drawdownChart], "card", "column", "s")
+drawdownHeader = CardHeader("13. Drawdown — Past Year", "Peak-to-trough • Current -1.8% from high (Jul 12)")
+drawdownChart = AreaChart(["Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul"], [drawdownSeries], "natural", "Month", "Drawdown %")
+drawdownSeries = Series("Drawdown", [-2.1, -3.4, -5.2, -4.8, -3.1, -2.4, -4.0, -6.1, -5.5, -3.8, -2.9, -1.8])
+actionsRow = Card([rebalanceCard, orderFormCard], "clear", "row", "m", "stretch")
+rebalanceCard = Card([rebalanceHeader, rebalanceText, rebalanceButtons], "card", "column", "s")
+rebalanceHeader = CardHeader("15. Rebalance Portfolio", "One-click to target weights")
+rebalanceText = TextContent("Target: Tech 35% (-7%), Financials 20% (+2%), Cash 10% (+5%). Trades: Sell 280 NVDA, Sell 110 MSFT, Buy 300 JPM. Est. turnover $214k, cost $312.", "small")
+rebalanceButtons = Buttons([rebalanceDialogBtn, previewBtn])
+rebalanceDialogBtn = Button("Rebalance Now", null, "primary")
+previewBtn = Button("Preview Trades", null, "secondary")
+rebalanceDialog = DialogBlock("Confirm Rebalance", "Rebalance to target allocation?", "This will generate 3 orders to bring Tech to 35% and raise cash to 10%. Estimated slippage $312. Proceed?", [rebalanceDialogText, rebalanceDialogTable], "primary")
+rebalanceDialogText = TextContent("Orders will be placed as limit 1% through mid. You can review in Working Orders after confirm.", "small")
+rebalanceDialogTable = Table([rebalanceTickerCol, rebalanceActionCol, rebalanceQtyCol])
+rebalanceTickerCol = Col("Ticker", ["NVDA", "MSFT", "JPM"])
+rebalanceActionCol = Col("Action", ["Sell", "Sell", "Buy"])
+rebalanceQtyCol = Col("Qty", ["280", "110", "300"])
+orderFormCard = Card([orderFormHeader, orderForm], "card", "column", "s")
+orderFormHeader = CardHeader("16. Place Order", "Ticker, side & quantity • Instant route")
+orderForm = Form("place-order", formButtons, [fieldTicker, fieldSide, fieldQty, fieldOrderType])
+fieldTicker = FormControl("Ticker", inputTicker, "e.g. AAPL, NVDA, SPY")
+inputTicker = Input("ticker", "NVDA", "text")
+fieldSide = FormControl("Side", selectSide)
+selectSide = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("buy", "Buy")
+sideSell = SelectItem("sell", "Sell")
+fieldQty = FormControl("Quantity (shares)", inputQty, "Max 2,500 without desk approval")
+inputQty = Input("quantity", "100", "number")
+fieldOrderType = FormControl("Order Type", selectOrderType)
+selectOrderType = Select("order_type", [typeMarket, typeLimit, typeStop], "Market")
+typeMarket = SelectItem("market", "Market")
+typeLimit = SelectItem("limit", "Limit")
+typeStop = SelectItem("stop", "Stop")
+formButtons = Buttons([submitOrderBtn, resetBtn])
+submitOrderBtn = Button("Place Order", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-game__r1.txt
new file mode 100644
index 000000000..00fc8c99b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-game__r1.txt
@@ -0,0 +1,188 @@
+root = Card([header, controlsCard, kpiGrid, sessionCard, sellersAndCrashRow, regionsCard, eventsCard, moderationRow, economyCard, experimentsCard, patchAndHotfixCard, footer], "clear", "column", "l")
+header = CardHeader("Live-Ops Command Center — SHARD & SEEK", "Season 4: Echoes • Build 3.2.1 • Live at 14:42 UTC • On-call: Alex Rivera")
+controlsCard = Card([controlsHeader, controlsRow], "sunk", "column", "m")
+controlsHeader = CardHeader("Operations Controls", "Focus the view or ship a change — filters apply to KPIs, charts and server health below")
+controlsRow = Card([regionFocusForm, hotfixQuickCard], "clear", "row", "m", "stretch", "between", true)
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionSelectControl])
+regionSelectControl = FormControl("Focus on one region — Item 15", regionSelect, "Filters every metric on this screen instantly")
+regionSelect = Select("region", [regionAll, regionUSEast, regionUSWest, regionEUWest, regionEUCentral, regionAPSE, regionAPNE, regionSABR], "All regions", null, "All regions")
+regionAll = SelectItem("all", "All regions — Global view")
+regionUSEast = SelectItem("us-east", "US-East")
+regionUSWest = SelectItem("us-west", "US-West")
+regionEUWest = SelectItem("eu-west", "EU-West")
+regionEUCentral = SelectItem("eu-central", "EU-Central")
+regionAPSE = SelectItem("ap-se", "AP-Southeast")
+regionAPNE = SelectItem("ap-ne", "AP-Northeast")
+regionSABR = SelectItem("sa-br", "SA-Brazil")
+regionFocusButtons = Buttons([applyFocusBtn, clearFocusBtn])
+applyFocusBtn = Button("Apply Focus", null, "primary")
+clearFocusBtn = Button("Reset", null, "secondary")
+hotfixQuickCard = Card([hotfixQuickTitle, hotfixQuickDesc, hotfixDialog], "card", "column", "m")
+hotfixQuickTitle = TextContent("Ship a Hotfix — Item 16", "small-heavy")
+hotfixQuickDesc = TextContent("Server-only deploy in <5 min with auto-rollback on health drop. Canary first.", "small")
+hotfixDialog = DialogBlock("Ship Hotfix Now", "Ship Hotfix — Approval Required", "Deploys to focused region first, then staged global rollout. Health checks every 30s.", [hotfixForm], "destructive")
+hotfixForm = Form("hotfix-deploy", hotfixFormButtons, [hotfixRegionControl, hotfixTypeControl, hotfixNotesControl, hotfixRiskControl])
+hotfixRegionControl = FormControl("Target region", hotfixRegionSelect)
+hotfixRegionSelect = Select("hotfix_region", [hRegAll, hRegUSEast, hRegEUWest, hRegAPSE], "All regions — staged rollout")
+hRegAll = SelectItem("all", "All regions — staged rollout")
+hRegUSEast = SelectItem("us-east", "US-East only (canary)")
+hRegEUWest = SelectItem("eu-west", "EU-West only")
+hRegAPSE = SelectItem("ap-se", "AP-Southeast only")
+hotfixTypeControl = FormControl("Hotfix type", hotfixTypeSelect)
+hotfixTypeSelect = Select("hotfix_type", [typeConfig, typeServer, typeEconomy], "Server config")
+typeConfig = SelectItem("config", "Config / Economy tuning")
+typeServer = SelectItem("server", "Server binary")
+typeEconomy = SelectItem("economy", "Currency sink adjustment")
+hotfixNotesControl = FormControl("Change summary", hotfixNotesInput, "Shown in audit log and #live-ops")
+hotfixNotesInput = Input("hotfix_notes", "e.g., Increase repair sink 15% — inflation control")
+hotfixRiskControl = FormControl("Risk acknowledgement", hotfixRiskCheck)
+hotfixRiskCheck = CheckBoxGroup("risk_ack", [riskItem])
+riskItem = CheckBoxItem("I confirm canary health checks and rollback plan", "Rollback if error rate >1% or p95 latency >100ms for 2 min", "ack", false)
+hotfixFormButtons = Buttons([deployBtn, cancelBtn])
+deployBtn = Button("Deploy Hotfix", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+kpiGrid = Card([onlineCard, dauMauCard, revenueCard, arpuCard], "clear", "row", "m", "stretch", "between", true)
+onlineCard = Card([onlineHeader, onlineValue, onlineTrend, onlineProgress, onlineCallout], "card", "column", "s")
+onlineHeader = TextContent("1 • Players Online Right Now", "small-heavy")
+onlineValue = Heading("84,732", "h1")
+onlineTrend = TextContent("▲ 4.2% vs yesterday • Peak today 91,204 at 13:10 UTC • Capacity 100k", "small")
+onlineProgress = Progress(84, "84.7% of concurrent capacity")
+onlineCallout = TextCallout("success", "Healthy", "Within normal band for Tuesday peak")
+dauMauCard = Card([dauMauHeader, dauMauTable, dauMauRatio], "card", "column", "s")
+dauMauHeader = TextContent("2 • Daily & Monthly Active Players", "small-heavy")
+dauMauTable = Table([dauMauMetricCol, dauMauValueCol, dauMauChangeCol])
+dauMauMetricCol = Col("Metric", ["DAU (Today)", "DAU (Yesterday)", "MAU (30d)", "DAU/MAU"])
+dauMauValueCol = Col("Value", ["412,580", "398,210", "3,820,000", "10.8%"])
+dauMauChangeCol = Col("Trend", ["+3.6% ▲", "+1.1% ▲", "+0.9% ▲", "Healthy"])
+dauMauRatio = Progress(10.8, "Stickiness: 10.8%")
+revenueCard = Card([revenueHeader, revenueValue, revenueSub, revenueProgress], "card", "column", "s")
+revenueHeader = TextContent("3 • Revenue Today", "small-heavy")
+revenueValue = Heading("$127,450", "h1")
+revenueSub = TextContent("Target $120k • +6.2% vs yesterday • $42k from Dragon Chest", "small")
+revenueProgress = Progress(106, "106% of daily target — ahead")
+arpuCard = Card([arpuHeader, arpuValue, arpuTable, arpuNote], "card", "column", "s")
+arpuHeader = TextContent("4 • Revenue Per User", "small-heavy")
+arpuValue = Heading("$0.31", "h1")
+arpuTable = Table([arpuMetricCol, arpuValueCol])
+arpuMetricCol = Col("Metric", ["ARPDAU", "ARPPU", "Payer Conversion"])
+arpuValueCol = Col("Value", ["$0.31", "$4.82", "6.4%"])
+arpuNote = TextContent("ARPPU -2.1% vs 7d avg due to Gold Rush event", "small")
+sessionCard = Card([sessionHeader, sessionChart, sessionNote], "card", "column", "m")
+sessionHeader = CardHeader("5 • Session Length — Past 14 Days", "Average session (minutes) • p50 • All platforms")
+sessionChart = LineChart(["May 05", "May 06", "May 07", "May 08", "May 09", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg Session", [18.2, 19.1, 18.7, 20.3, 21.1, 20.8, 19.9, 22.4, 23.1, 22.0, 21.5, 22.8, 23.6, 24.1])
+sessionNote = TextContent("Trend ▲ +32% over 2 weeks • Latest 24.1 min — Guild Siege driving longer sessions", "small")
+sellersAndCrashRow = Card([sellersCard, crashCard], "clear", "row", "m", "stretch", "between", true)
+sellersCard = Card([sellersHeader, sellersChart, sellersTable], "card", "column", "m")
+sellersHeader = CardHeader("6 • Best-Selling Items — Units Today", "Top 6 by units • Revenue in table")
+sellersChart = HorizontalBarChart(["Dragon Chest", "2x XP Boost (7d)", "Phoenix Skin", "Gold Bundle L", "Revive Token x10", "Battle Pass"], [sellersSeries], "grouped", "Units Sold", "Item")
+sellersSeries = Series("Units", [12430, 9820, 7650, 5430, 4120, 3890])
+sellersTable = Table([sellersItemCol, sellersUnitsCol, sellersRevCol])
+sellersItemCol = Col("Item", ["Dragon Chest", "2x XP Boost (7d)", "Phoenix Skin", "Gold Bundle L", "Revive Token x10", "Battle Pass"])
+sellersUnitsCol = Col("Units", ["12,430", "9,820", "7,650", "5,430", "4,120", "3,890"])
+sellersRevCol = Col("Revenue", ["$42,260", "$19,640", "$38,250", "$27,150", "$8,240", "$19,450"])
+crashCard = Card([crashHeader, crashChart, crashCallout], "card", "column", "m")
+crashHeader = CardHeader("8 • Crash Rate by App Version", "Crash-free = 100% - rate • Last 24h • Threshold 1.0%")
+crashChart = BarChart(["3.2.1", "3.2.0", "3.1.9", "3.1.8", "3.2.1-beta"], [crashSeries], "grouped", "Version", "Crash %")
+crashSeries = Series("Crash Rate %", [0.42, 0.81, 1.14, 0.67, 2.31])
+crashCallout = Callout("warning", "Action needed: v3.1.9 at 1.14%", "Exceeds 1% SLO — 4.2k crashes linked to low-memory devices. Fix in 3.2.1.")
+regionsCard = Card([regionsHeader, regionsTable, regionsLegend], "card", "column", "m")
+regionsHeader = CardHeader("7 • Each Server Region & Health", "7 regions • p95 latency • 24h uptime • Use top filter to focus")
+regionsTable = Table([regionNameCol, regionHealthCol, regionPlayersCol, regionLatencyCol, regionUptimeCol, regionStatusCol])
+regionNameCol = Col("Region", ["US-East", "US-West", "EU-West", "EU-Central", "AP-Southeast", "AP-Northeast", "SA-Brazil"])
+regionHealthCol = Col("Health", ["98%", "96%", "99%", "92%", "88%", "97%", "85%"])
+regionPlayersCol = Col("Players Now", ["22,410", "14,820", "18,930", "9,640", "8,120", "7,210", "3,602"])
+regionLatencyCol = Col("p95 Latency", ["42ms", "58ms", "38ms", "51ms", "89ms", "44ms", "112ms"])
+regionUptimeCol = Col("Uptime 24h", ["100%", "99.98%", "100%", "99.92%", "99.71%", "99.99%", "99.64%"])
+regionStatusCol = Col("Status", ["Healthy", "Healthy", "Healthy", "Degraded", "Watch", "Healthy", "Watch"])
+regionsLegend = TextContent("Degraded = latency >50ms or error >0.5% • Watch = needs attention within 4h", "small")
+eventsCard = Card([eventsHeader, eventsTabs], "card", "column", "m")
+eventsHeader = CardHeader("9 • Live Events Running & Upcoming", "2 running • 3 upcoming • All times UTC")
+eventsTabs = Tabs([runningTab, upcomingTab])
+runningTab = TabItem("running", "Running Now (2)", [runningList])
+runningList = ListBlock([runningEvent1, runningEvent2])
+runningEvent1 = ListItem("Double Gold Rush", "LIVE • Ends in 5h 22m • 184k participants • +22% revenue lift • No incidents", null, "Monitor")
+runningEvent2 = ListItem("Guild Siege — Week 3", "LIVE • Ends May 19 02:00 UTC • 42k guilds engaged • Leaderboard healthy", null, "Monitor")
+upcomingTab = TabItem("upcoming", "Upcoming (3)", [upcomingList])
+upcomingList = ListBlock([upcomingEvent1, upcomingEvent2, upcomingEvent3])
+upcomingEvent1 = ListItem("Summer Splash", "Starts May 20 10:00 UTC • Rewards: Tidal Skin • Ready to launch • QA passed", null, "Schedule")
+upcomingEvent2 = ListItem("Boss Rush: Inferno", "Starts May 22 18:00 UTC • Needs QA sign-off • Blocked", null, "Review")
+upcomingEvent3 = ListItem("Anniversary Login Bonus", "Starts May 25 00:00 UTC • Draft rewards pending • Copy due May 19", null, "Draft")
+moderationRow = Card([reportsCard, appealsCard], "clear", "row", "m", "stretch", "between", true)
+reportsCard = Card([reportsHeader, reportsCallout, reportsTable, reportsButtons], "card", "column", "m")
+reportsHeader = CardHeader("10 • Player Reports Awaiting Review", "247 in queue • Oldest 1.8h • SLA 4h • +18% last hour")
+reportsCallout = Callout("warning", "Queue growing on EU-Central", "Chat toxicity spike after Double Gold Rush — 148 chat reports in last hour.")
+reportsTable = Table([reportsTypeCol, reportsCountCol, reportsOldestCol])
+reportsTypeCol = Col("Type", ["Chat Toxicity", "Cheating", "Griefing", "Inappropriate Name"])
+reportsCountCol = Col("Count", ["148", "52", "31", "16"])
+reportsOldestCol = Col("Oldest", ["0.4h", "1.8h", "1.2h", "0.9h"])
+reportsButtons = Buttons([reviewReportsBtn, autoModBtn])
+reviewReportsBtn = Button("Review Queue (247)")
+autoModBtn = Button("Open AutoMod", null, "secondary")
+appealsCard = Card([appealsHeader, appealsCallout, appealsTable, appealsButtons], "card", "column", "m")
+appealsHeader = CardHeader("11 • Ban Appeals Awaiting Review", "63 in queue • Avg wait 6.4h • 12 high-priority")
+appealsCallout = TextCallout("info", "12 flagged as possible false-positive", "Linked to anti-cheat on v3.2.0 — recommend bulk review before next ban wave.")
+appealsTable = Table([appealsReasonCol, appealsCountCol, appealsWaitCol])
+appealsReasonCol = Col("Original Ban", ["Cheating", "Toxicity", "Exploiting", "Other"])
+appealsCountCol = Col("Appeals", ["28", "19", "11", "5"])
+appealsWaitCol = Col("Avg Wait", ["7.1h", "5.8h", "6.2h", "4.3h"])
+appealsButtons = Buttons([reviewAppealsBtn, bulkActionBtn])
+reviewAppealsBtn = Button("Review Appeals (63)")
+bulkActionBtn = Button("Bulk Overturn v3.2.0", null, "secondary")
+economyCard = Card([economyHeader, economyRow], "card", "column", "m")
+economyHeader = CardHeader("12 • In-Game Currency Inflation — Gold", "Faucet vs sink • 14-day trend • Threshold 2% weekly")
+economyRow = Card([inflationChart, inflationStats], "clear", "row", "m", "stretch", "between", true)
+inflationChart = AreaChart(["May 05", "May 06", "May 07", "May 08", "May 09", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18"], [goldPerPlayerSeries, sinkRateSeries], "natural", "Date", "Value")
+goldPerPlayerSeries = Series("Gold per Player (k)", [12.1, 12.3, 12.5, 12.8, 13.0, 13.4, 13.9, 14.2, 14.6, 15.0, 15.3, 15.7, 16.1, 16.4])
+sinkRateSeries = Series("Sink Rate %", [42, 43, 41, 44, 45, 46, 44, 47, 48, 46, 49, 50, 48, 51])
+inflationStats = Card([inflationValue, inflationCallout, inflationTable], "sunk", "column", "m")
+inflationValue = TextContent("**Weekly inflation +2.4% • Monthly +9.1%** — Above 2% threshold. Gold per player 16.4k (was 12.1k two weeks ago).", "default")
+inflationCallout = Callout("warning", "Faucet exceeds sink by 18%", "Double Gold event is primary driver. Recommend +15% repair cost or limited-time gold sink.")
+inflationTable = Table([inflationMetricCol, inflationValueCol])
+inflationMetricCol = Col("Metric", ["Gold Faucet / day", "Gold Sink / day", "Net per player", "AH Price Index"])
+inflationValueCol = Col("Value", ["+482k", "-395k", "+87 gold", "▲ 6.3%"])
+experimentsCard = Card([experimentsHeader, experimentsTable, experimentsChartsRow], "card", "column", "m")
+experimentsHeader = CardHeader("13 • Results of Two Running Experiments", "A/B tests • 95% significance • Auto-promote at 7 days")
+experimentsTable = Table([expNameCol, expVariantCol, expLiftCol, expConfCol, expStatusCol])
+expNameCol = Col("Experiment", ["New Tutorial Flow", "Shop Layout B"])
+expVariantCol = Col("Variant vs Control", ["34.9% vs 31.2% D1 retention", "$0.32 vs $0.33 ARPDAU"])
+expLiftCol = Col("Lift", ["+12.0%", "-3.2%"])
+expConfCol = Col("Confidence", ["98% ✓", "87%"])
+expStatusCol = Col("Decision", ["Ship", "Hold"])
+experimentsChartsRow = Card([exp1Card, exp2Card], "clear", "row", "m", "stretch", "between", true)
+exp1Card = Card([exp1Title, exp1Progress, exp1Note], "sunk", "column", "s")
+exp1Title = TextContent("Exp 1: New Tutorial — 42k users • Day 5/7", "small-heavy")
+exp1Progress = Progress(98, "98% significant — ready to ship")
+exp1Note = TextContent("Variant wins by 3.7pp • p=0.018 • Recommend 100% rollout with hotfix.", "small")
+exp2Card = Card([exp2Title, exp2Progress, exp2Note], "sunk", "column", "s")
+exp2Title = TextContent("Exp 2: Shop Layout B — 38k users • Day 4/7", "small-heavy")
+exp2Progress = Progress(87, "87% — not significant yet")
+exp2Note = TextContent("Control $0.33 vs Variant $0.32 • Need ~12k more users • 2 days remaining.", "small")
+patchAndHotfixCard = Card([patchHeader, patchRow], "card", "column", "m")
+patchHeader = CardHeader("14 • Draft Patch Notes & Deploy", "Write notes and ship fixes without context switch")
+patchRow = Card([patchDraftCard, patchInfoCard], "clear", "row", "m", "stretch", "between", true)
+patchDraftCard = Card([patchDraftTitle, patchForm], "sunk", "column", "m")
+patchDraftTitle = TextContent("Draft Patch Notes — Item 14", "small-heavy")
+patchForm = Form("patch-notes", patchFormButtons, [patchTitleControl, patchNotesControl, patchVisibilityControl])
+patchTitleControl = FormControl("Patch title", patchTitleInput, "e.g., Hotfix 3.2.1a — Gold Sink Tuning")
+patchTitleInput = Input("patch_title", "Hotfix 3.2.1a — Economy & Crash Fix")
+patchNotesControl = FormControl("Notes (Markdown)", patchNotesArea, "Supports markdown • Posts to Discord, in-game news and status page")
+patchNotesArea = TextArea("patch_notes", "## Changes\n- Increased repair costs by 15% to combat gold inflation\n- Fixed crash on v3.2.0 for low-memory devices (1.14% → 0.4% expected)\n- Guild Siege rewards corrected for EU-Central\n\n## Known Issues\n- SA-Brazil latency under investigation\n\n## Next\n- Shop Layout B experiment continues", 6)
+patchVisibilityControl = FormControl("Visibility", patchVisibilitySelect)
+patchVisibilitySelect = Select("visibility", [visDraft, visReview, visPublic], "Draft — only team")
+visDraft = SelectItem("draft", "Draft — only team")
+visReview = SelectItem("review", "In Review — needs approval")
+visPublic = SelectItem("public", "Public — publish on deploy")
+patchFormButtons = Buttons([saveDraftBtn, previewBtn])
+saveDraftBtn = Button("Save Draft", null, "primary")
+previewBtn = Button("Preview", null, "secondary")
+patchInfoCard = Card([patchInfoTitle, patchInfoText, patchInfoList, patchInfoButtons], "sunk", "column", "m")
+patchInfoTitle = TextContent("How shipping works", "small-heavy")
+patchInfoText = TextContent("Patch notes are versioned and linked to the hotfix deploy. Saving as Draft queues for #live-ops approval. Publishing goes live on deploy.", "small")
+patchInfoList = ListBlock([patchInfo1, patchInfo2, patchInfo3])
+patchInfo1 = ListItem("1. Save Draft", "Creates v3.2.1a-draft • Notifies reviewers")
+patchInfo2 = ListItem("2. Ship Hotfix", "Use button at top — canary → global in 10 min")
+patchInfo3 = ListItem("3. Publish Notes", "Auto-posts to players when canary is healthy")
+patchInfoButtons = Buttons([viewHistoryBtn])
+viewHistoryBtn = Button("View Patch History", null, "secondary")
+footer = TextContent("All times UTC • Data refreshes every 30s • Last sync 14:42:18 • Stream: live-ops-shard-seek-prod", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-game__r2.txt
new file mode 100644
index 000000000..7f9cb6b9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-game__r2.txt
@@ -0,0 +1,130 @@
+root = Card([header, liveAlert, kpiSection, sessionSection, commerceSection, infraSection, inflationSection, eventsModerationSection, experimentsSection, opsSection], "clear", "column", "l")
+header = CardHeader("Live-Ops Command Center", "May 11, 2026 • 14:42 UTC • Build v2.14.0 Live • Shard: Global")
+liveAlert = Callout("warning", "US-West Degraded — Auto-scaling Active", "P95 latency 184ms (+42ms) • Health 71% • On-call paged • Hotfix 2.14.1-rc3 ready to ship")
+kpiSection = Card([kpiHeader, kpiTable, onlinePulse, kpiTags], "sunk", "column", "s")
+kpiHeader = CardHeader("1-4 • Core KPIs — Players & Revenue", "Real-time • Updates every 30s")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiTrendCol])
+kpiMetricCol = Col("Metric", ["1. Players Online Now", "2. Daily Active (DAU)", "2. Monthly Active (MAU)", "3. Revenue Today", "4. ARPU (per DAU)", "4. ARPPU (per Payer)"])
+kpiValueCol = Col("Value", ["84,392", "412,850", "3.82M", "$127,450", "$0.31", "$4.82"])
+kpiTrendCol = Col("Trend", ["▲ 6.2% vs yesterday", "▲ 2.1% WoW", "▲ 4.7% MoM", "▲ 8.4% vs yesterday", "▼ $0.02 WoW", "▲ $0.14 WoW"])
+onlinePulse = Progress(78, "78% concurrent capacity — 84,392 / 108,000 CCU cap • Peak today 91,204")
+kpiTags = TagBlock(["CCU 84k", "DAU 412k", "MAU 3.82M", "Rev $127k", "ARPU $0.31"])
+sessionSection = Card([sessionHeading, sessionDesc, sessionChart], "card", "column", "s")
+sessionHeading = Heading("5. Session Length — Past 14 Days", "h3")
+sessionDesc = TextContent("Average session duration (minutes). 14-day trend shows +14.5% lift since Double XP event.", "small")
+sessionChart = LineChart(["Apr 28", "Apr 29", "Apr 30", "May 01", "May 02", "May 03", "May 04", "May 05", "May 06", "May 07", "May 08", "May 09", "May 10", "May 11"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg Session (min)", [12.4, 12.8, 13.1, 12.9, 13.4, 14.1, 13.8, 13.2, 12.7, 13.5, 14.3, 14.0, 13.9, 14.2])
+commerceSection = Card([commerceHeading, bestSellerChart, bestSellerTable], "card", "column", "s")
+commerceHeading = Heading("6. Best-Selling Items — Units Today", "h3")
+bestSellerChart = HorizontalBarChart(["Dragon Crate", "Phoenix Skin", "XP Boost 7d", "Gold Pack 10k", "Battle Pass T3"], [bestSellerSeries], "grouped", "Units Sold", "Item")
+bestSellerSeries = Series("Units", [18420, 12890, 10230, 8750, 6420])
+bestSellerTable = Table([itemCol, unitsCol, revenueCol])
+itemCol = Col("Item", ["Dragon Crate", "Phoenix Skin", "XP Boost 7d", "Gold Pack 10k", "Battle Pass T3"])
+unitsCol = Col("Units Sold", ["18,420", "12,890", "10,230", "8,750", "6,420"])
+revenueCol = Col("Revenue", ["$55,260", "$38,670", "$15,345", "$43,750", "$32,100"])
+infraSection = Card([serverHeading, serverTable, crashHeading, crashChart], "sunk", "column", "m")
+serverHeading = Heading("7. Each Server Region & Health", "h3")
+serverTable = Table([regionCol, statusCol, latencyCol, playersCol, healthCol])
+regionCol = Col("Region", ["US-East", "US-West", "EU-West", "EU-Central", "AP-Southeast", "AP-Northeast", "SA-Brazil"])
+statusCol = Col("Status", ["Healthy", "Degraded", "Healthy", "Healthy", "Healthy", "Maintenance", "Healthy"])
+latencyCol = Col("P95 Latency", ["42ms", "184ms", "38ms", "51ms", "67ms", "—", "89ms"])
+playersCol = Col("Players Now", ["24,102", "18,430", "16,820", "9,540", "8,910", "1,204", "5,386"])
+healthCol = Col("Health Score", ["98%", "71%", "99%", "97%", "96%", "—", "94%"])
+crashHeading = Heading("8. Crash Rate by App Version", "h3")
+crashChart = BarChart(["v2.14.0", "v2.13.5", "v2.13.0", "v2.12.9", "v2.12.5"], [crashSeries], "grouped", "Version", "Crash %")
+crashSeries = Series("Crash Rate %", [0.42, 0.81, 1.24, 0.95, 0.67])
+inflationSection = Card([inflationHeading, inflationCallout, inflationChart], "card", "column", "s")
+inflationHeading = Heading("12. In-Game Currency Inflation (Gold)", "h3")
+inflationCallout = Callout("info", "Gold Inflation +3.2% WoW", "Auction house median price index 122 (base 100). Gold sinks at 92% of target. Recommend increasing repair costs before Summer event.")
+inflationChart = AreaChart(["W1 Apr", "W2 Apr", "W3 Apr", "W4 Apr", "W1 May", "W2 May"], [inflationSeries], "natural", "Week", "Gold Price Index")
+inflationSeries = Series("Gold Index", [100, 103, 107, 112, 118, 122])
+eventsModerationSection = Card([eventsHeading, eventsList, moderationRow], "card", "column", "m")
+eventsHeading = Heading("9. Live Events — Running & Upcoming", "h3")
+eventsList = ListBlock([event1, event2, event3, event4, event5])
+event1 = ListItem("Dragon Hunt — RUNNING", "Ends in 1d 6h • 184k participants • +22% revenue lift", null, "Manage")
+event2 = ListItem("Guild Clash — RUNNING", "Day 2/3 • 42k guilds active • EU-West leaderboard close", null, "Manage")
+event3 = ListItem("Double XP Weekend — RUNNING", "Ends in 14h • DAU +11% • Session +1.2 min", null, "Manage")
+event4 = ListItem("Summer Skins Preview — UPCOMING", "Starts May 13 00:00 UTC • Scheduled • Push notification ready", null, "Schedule")
+event5 = ListItem("Anniversary Raid — UPCOMING", "Starts May 18 • Needs QA sign-off • Rewards not finalized", null, "Schedule")
+moderationRow = Card([reportsCol, appealsCol], "clear", "row", "m")
+reportsCol = Card([reportsHeading, reportsCallout, reportsList], "sunk", "column", "s")
+reportsHeading = Heading("10. Player Reports Awaiting Review", "h4")
+reportsCallout = Callout("warning", "247 Reports Queued", "23 high-priority (harassment/cheating). Oldest 42 min ago. 4 moderators online.")
+reportsList = ListBlock([report1, report2, report3])
+report1 = ListItem("Cheating — Player 88421", "Reported 12x in 1h • Replay available • Linked to v2.13.0", null, "Review")
+report2 = ListItem("Harassment — Chat #4421", "Auto-mod + 3 player flags • EU-West", null, "Review")
+report3 = ListItem("Exploit — Dupe Glitch", "5 reports • Related to Dragon Crate • US-West", null, "Review")
+appealsCol = Card([appealsHeading, appealsCallout, appealsList], "sunk", "column", "s")
+appealsHeading = Heading("11. Ban Appeals Awaiting Review", "h4")
+appealsCallout = Callout("neutral", "89 Ban Appeals Queued", "Avg wait 6.2h • 12 with new evidence • SLA 24h • 2 escalated")
+appealsList = ListBlock([appeal1, appeal2, appeal3])
+appeal1 = ListItem("Appeal #7721 — Perma (Aimbot)", "Submitted 2h ago • Prior offenses: 1 • Video evidence attached", null, "Review")
+appeal2 = ListItem("Appeal #7718 — Chat Ban 7d", "Auto-flagged • Player claims false positive • Log review needed", null, "Review")
+appeal3 = ListItem("Appeal #7704 — Economy Exploit", "Linked to dupe glitch • 14d ban", null, "Review")
+experimentsSection = Card([expHeading, expTable, expCallout], "sunk", "column", "s")
+expHeading = Heading("13. Results of Two Running Experiments", "h3")
+expTable = Table([expNameCol, expVariantCol, expLiftCol, expConfCol, expStatusCol])
+expNameCol = Col("Experiment", ["A: Onboarding Flow v2", "A: Onboarding Flow v2", "B: Shop Bundle Pricing", "B: Shop Bundle Pricing"])
+expVariantCol = Col("Variant", ["A-Control (old tutorial)", "B-New interactive", "A-$9.99 Bundle", "B-$14.99 Bundle"])
+expLiftCol = Col("Metric", ["68.2% completion", "74.5% (+6.3pp)", "$1.82 ARPPU", "$2.14 ARPPU (+17.5%)"])
+expConfCol = Col("Confidence / n", ["—", "96.4% • n=42,103", "—", "89.1% • n=18,440"])
+expStatusCol = Col("Decision", ["Baseline", "SHIP B", "Baseline", "HOLD — need 95%"])
+expCallout = Callout("success", "Experiment Insight", "Onboarding B is a clear winner — ship with 2.14.1. Bundle pricing test needs ~4k more users to reach significance.")
+opsSection = Card([opsHeader, opsRow, hotfixDialog], "card", "column", "m")
+opsHeader = CardHeader("Live-Ops Controls", "14. Draft patch notes • 15. Focus on one region • 16. Ship a hotfix")
+opsRow = Card([regionFocusCard, patchNotesCard], "clear", "row", "m")
+regionFocusCard = Card([regionFocusHeading, regionFocusForm], "sunk", "column", "s")
+regionFocusHeading = Heading("15. Focus on One Region", "h4")
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionSelectField])
+regionSelectField = FormControl("Select Region to Focus", regionSelect, "Filters all KPIs, charts, and alerts to a single shard")
+regionSelect = Select("region", [regionUSEast, regionUSWest, regionEUWest, regionEUCentral, regionAPSoutheast, regionAPNortheast, regionSABrazil], "Select region")
+regionUSEast = SelectItem("us-east", "US-East — Healthy")
+regionUSWest = SelectItem("us-west", "US-West — Degraded")
+regionEUWest = SelectItem("eu-west", "EU-West — Healthy")
+regionEUCentral = SelectItem("eu-central", "EU-Central — Healthy")
+regionAPSoutheast = SelectItem("ap-southeast", "AP-Southeast — Healthy")
+regionAPNortheast = SelectItem("ap-northeast", "AP-Northeast — Maintenance")
+regionSABrazil = SelectItem("sa-brazil", "SA-Brazil — Healthy")
+regionFocusButtons = Buttons([regionFocusBtn, regionClearBtn])
+regionFocusBtn = Button("Focus View", null, "primary")
+regionClearBtn = Button("Clear Focus", null, "secondary")
+patchNotesCard = Card([patchHeading, patchForm], "sunk", "column", "s")
+patchHeading = Heading("14. Draft Patch Notes", "h4")
+patchForm = Form("patch-notes", patchFormButtons, [patchTitleField, patchVersionField, patchNotesField, patchVisibilityField])
+patchTitleField = FormControl("Patch Title", patchTitleInput)
+patchTitleInput = Input("patch_title", "e.g., Hotfix 2.14.1 — Latency & Dupe Fix")
+patchVersionField = FormControl("Version Type", patchVersionSelect)
+patchVersionSelect = Select("patch_version", [verHotfix, verMinor, verMajor], "Select type")
+verHotfix = SelectItem("hotfix", "Hotfix 2.14.1")
+verMinor = SelectItem("minor", "Minor 2.15.0")
+verMajor = SelectItem("major", "Major 3.0.0")
+patchNotesField = FormControl("Draft Notes (Markdown)", patchNotesArea, "Will post to launcher, Discord, and in-game news on publish")
+patchNotesArea = TextArea("patch_notes", "- Fixed dupe glitch with Dragon Crate\n- Optimized US-West routing (P95 -60ms)\n- Crash fix for v2.13.0 on Android 13\n- Balance: Gold sink +5% on repairs", 5)
+patchVisibilityField = FormControl("Visibility", patchVisibilityRadio)
+patchVisibilityRadio = RadioGroup("visibility", [visDraft, visReview, visPublic])
+visDraft = RadioItem("Draft", "Only team can see", "draft")
+visReview = RadioItem("In Review", "Send to QA/Community", "review")
+visPublic = RadioItem("Ready to Publish", "Will go live on ship", "public")
+patchFormButtons = Buttons([saveDraftBtn, previewBtn])
+saveDraftBtn = Button("Save Draft", null, "primary")
+previewBtn = Button("Preview", null, "secondary")
+hotfixDialog = DialogBlock("16. Ship Hotfix to Production", "Deploy Hotfix — Confirmation Required", "Push candidate build to selected healthy regions. Maintenance regions excluded. Rollback window 30 min.", [hotfixContent, hotfixForm], "destructive")
+hotfixContent = TextContent("Current live: v2.14.0 • Candidate: v2.14.1-rc3 (QA passed 2h ago) • Est. rollout 8 min • Affects 84k CCU", "small")
+hotfixForm = Form("hotfix-ship", hotfixButtons, [hotfixBuildField, hotfixRegionsField, hotfixConfirmField])
+hotfixBuildField = FormControl("Build", hotfixBuildSelect)
+hotfixBuildSelect = Select("hotfix_build", [build1, build2], "Select build")
+build1 = SelectItem("2.14.1-rc3", "2.14.1-rc3 — Recommended")
+build2 = SelectItem("2.14.1-rc2", "2.14.1-rc2 — Previous RC")
+hotfixRegionsField = FormControl("Target Regions", hotfixRegionsCheck)
+hotfixRegionsCheck = CheckBoxGroup("hotfix_regions", [chkUSEast, chkUSWest, chkEUWest, chkEUAll])
+chkUSEast = CheckBoxItem("US-East", "Healthy — 24k players", "us-east", true)
+chkUSWest = CheckBoxItem("US-West", "Degraded — will throttle", "us-west", false)
+chkEUWest = CheckBoxItem("EU-West", "Healthy — 16k players", "eu-west", true)
+chkEUAll = CheckBoxItem("All Healthy Regions", "Recommended for hotfix", "all-healthy", true)
+hotfixConfirmField = FormControl("Confirmation", hotfixConfirmRadio)
+hotfixConfirmRadio = RadioGroup("confirm", [confirmYes, confirmNo])
+confirmYes = RadioItem("I confirm", "I have Release Manager approval", "yes")
+confirmNo = RadioItem("Cancel", "Do not deploy", "no")
+hotfixButtons = Buttons([deployBtn, cancelDeployBtn])
+deployBtn = Button("Deploy Hotfix Now", null, "primary")
+cancelDeployBtn = Button("Cancel", null, "tertiary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-game__r3.txt
new file mode 100644
index 000000000..4d9af5ec0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-game__r3.txt
@@ -0,0 +1,162 @@
+root = Card([header, alertBar, regionFocusCard, kpiCard, sessionCard, salesAndCrashRow, infraCard, liveEventsCard, moderationRow, economyExperimentsRow, opsActionsRow, footerNote], "card", "column", "l")
+header = CardHeader("Live-Ops Command Center — SHARD & STEEL", "Build 2.14.8 • UTC 2026-05-13 14:32 • Auto-refresh 15s • Shard: prod-live")
+alertBar = Alert("AP-Southeast strain + 2.13.9 crash threshold", "p95 187ms on AP-SE • Crash 2.10% on 2.13.9 exceeds 1.5% SLA — targeted hotfix recommended", "warning")
+regionFocusCard = Card([regionFocusHeader, regionForm, regionHint], "sunk", "column", "m")
+regionFocusHeader = Heading("15 • Region Focus — Filter the entire board", "h3")
+regionForm = Form("region-focus", regionFocusButtons, [regionSelectControl])
+regionSelectControl = FormControl("Focus view on region", regionSelect, "Filters KPIs, server health, events and hotfix target")
+regionSelect = Select("region", [regionAll, regionUSEast, regionUSWest, regionEUCentral, regionEUWest, regionAPSoutheast, regionAPNortheast, regionSAEast], "All regions")
+regionAll = SelectItem("all", "All regions (global view)")
+regionUSEast = SelectItem("us-east", "US-East")
+regionUSWest = SelectItem("us-west", "US-West")
+regionEUCentral = SelectItem("eu-central", "EU-Central")
+regionEUWest = SelectItem("eu-west", "EU-West")
+regionAPSoutheast = SelectItem("ap-southeast", "AP-Southeast — STRAINED")
+regionAPNortheast = SelectItem("ap-northeast", "AP-Northeast")
+regionSAEast = SelectItem("sa-east", "SA-East")
+regionFocusButtons = Buttons([regionFocusBtn, regionClearBtn])
+regionFocusBtn = Button("Focus View", null, "primary")
+regionClearBtn = Button("Clear Filter", null, "secondary")
+regionHint = TextContent("Currently viewing: All regions • Tip: Focus AP-Southeast to isolate latency, players (9,240) and deploy targeted hotfix.", "small")
+kpiCard = Card([kpiHeader, kpiGrid, kpiTable], "card", "column", "m")
+kpiHeader = Heading("Core KPIs — Players & Revenue", "h3")
+kpiGrid = Card([kpiOnline, kpiDAU, kpiMAU, kpiRevenue, kpiARPU, kpiInflationBadge], "clear", "row", "m")
+kpiOnline = TextCallout("info", "1 • Players Online Now", "84,392 • +3.2% vs 1h ago • Peak today 91,104")
+kpiDAU = TextCallout("neutral", "2a • Daily Active (DAU)", "412,805 • +1.1% WoW • Stickiness 12.7%")
+kpiMAU = TextCallout("neutral", "2b • Monthly Active (MAU)", "3.24M • +0.6% MoM • DAU/MAU 12.7%")
+kpiRevenue = TextCallout("success", "3 • Revenue Today", "$127,430 • +8.4% vs yesterday • Forecast $118k")
+kpiARPU = TextCallout("success", "4 • Revenue / User (ARPU)", "$0.31 ARPU • $1.42 ARPPU • +$0.04 WoW")
+kpiInflationBadge = TextCallout("warning", "12 • Gold Inflation", "+2.8% WoW • Index 1,842 • Watch <3%")
+kpiTable = Table([kpiColMetric, kpiColValue, kpiColChange, kpiColStatus])
+kpiColMetric = Col("Metric", ["1 Players Online Now", "2 Daily Active (DAU)", "2 Monthly Active (MAU)", "3 Revenue Today", "4 Revenue / User", "12 Currency Inflation"])
+kpiColValue = Col("Value", ["84,392", "412,805", "3.24M", "$127,430", "$0.31", "+2.8%"])
+kpiColChange = Col("Change", ["+3.2% (1h)", "+1.1% WoW", "+0.6% MoM", "+8.4% vs yday", "+$0.04 vs yday", "Index 1,842"])
+kpiColStatus = Col("Status", ["Healthy", "On track", "On track", "Above forecast", "Above $0.28 target", "Watch"])
+sessionCard = Card([sessionHeader, sessionDesc, sessionChart, sessionFooter], "card", "column", "m")
+sessionHeader = Heading("5 • Avg Session Length — Past 14 Days", "h3")
+sessionDesc = TextContent("Average session in minutes. Rolling 7-day avg 21.4m (+0.6m WoW). Correlates with Dragon's Hoard event.", "small")
+sessionChart = AreaChart(sessionLabels, [sessionSeries], "natural", "Date", "Minutes")
+sessionLabels = ["Apr 30", "May 01", "May 02", "May 03", "May 04", "May 05", "May 06", "May 07", "May 08", "May 09", "May 10", "May 11", "May 12", "May 13"]
+sessionSeries = Series("Avg Session (min)", [19.2, 19.8, 20.1, 18.9, 20.4, 21.0, 21.3, 20.8, 21.5, 22.1, 21.7, 22.4, 22.0, 21.9])
+sessionFooter = TextContent("Peak May 11: 22.4m during Dragon's Hoard. Low May 03: 18.9m during 2.14.7 rollout.", "small")
+salesAndCrashRow = Card([salesCard, crashCard], "clear", "row", "m")
+salesCard = Card([salesHeader, salesChart, salesTable], "card", "column", "m")
+salesHeader = Heading("6 • Best-Selling Items — Units Today", "h3")
+salesChart = HorizontalBarChart(salesLabels, [salesSeries], "grouped", "Units", "Item")
+salesLabels = ["Phoenix Feather", "Mythic Chest Key", "XP Boost 24h", "Gold Pack 5000", "Skin: Void Walker"]
+salesSeries = Series("Units sold", [18420, 14890, 12340, 9870, 7540])
+salesTable = Table([salesColItem, salesColUnits, salesColRevenue])
+salesColItem = Col("Item", ["Phoenix Feather", "Mythic Chest Key", "XP Boost 24h", "Gold Pack 5000", "Skin: Void Walker"])
+salesColUnits = Col("Units", ["18,420", "14,890", "12,340", "9,870", "7,540"])
+salesColRevenue = Col("Revenue", ["$36,840", "$44,670", "$18,510", "$49,350", "$37,700"])
+crashCard = Card([crashHeader, crashDesc, crashChart, crashCallout], "card", "column", "m")
+crashHeader = Heading("8 • Crash Rate by App Version", "h3")
+crashDesc = TextContent("Crash-free target >99.5% (crash <0.5%). 2.13.9 flagged for forced update.", "small")
+crashChart = BarChart(crashLabels, [crashSeries], "grouped", "Version", "Crash %")
+crashLabels = ["2.14.8", "2.14.7", "2.14.6", "2.14.5", "2.13.9"]
+crashSeries = Series("Crash rate %", [0.42, 0.81, 1.24, 0.95, 2.1])
+crashCallout = Callout("error", "2.13.9 at 2.10% — exceeds threshold", "Recommend hotfix or forced upgrade. 12k players still on this version.")
+infraCard = Card([infraHeader, infraTable, infraTagBlock], "card", "column", "m")
+infraHeader = Heading("7 • Server Regions & Health", "h3")
+infraTable = Table([infraColRegion, infraColHealth, infraColPlayers, infraColLatency, infraColUptime])
+infraColRegion = Col("Region", ["US-East", "US-West", "EU-Central", "EU-West", "AP-Southeast", "AP-Northeast", "SA-East"])
+infraColHealth = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Strained", "Healthy", "Healthy"])
+infraColPlayers = Col("Players Now", ["22,410", "18,920", "16,340", "12,880", "9,240", "7,120", "2,482"])
+infraColLatency = Col("p95 Latency", ["42ms", "48ms", "51ms", "89ms", "187ms", "62ms", "71ms"])
+infraColUptime = Col("Uptime 24h", ["99.98%", "99.99%", "99.97%", "99.82%", "99.41%", "99.95%", "99.96%"])
+infraTagBlock = TagBlock(["7 regions • 2 degraded", "Auto-scale AP-SE +3 nodes", "EU-West DB replica lag 1.2s"])
+liveEventsCard = Card([liveEventsHeader, liveEventsList, liveEventsProgress], "card", "column", "m")
+liveEventsHeader = Heading("9 • Live Events — Running & Upcoming", "h3")
+liveEventsList = ListBlock([eventRunning1, eventRunning2, eventUpcoming1, eventUpcoming2])
+eventRunning1 = ListItem("Dragon's Hoard — RUNNING", "Ends in 4h 12m • 184k participants • +22% revenue lift", null, "View")
+eventRunning2 = ListItem("Guild Wars S3 — RUNNING", "Ends in 2d 6h • 42k guilds • Engagement +11%", null, "View")
+eventUpcoming1 = ListItem("Summer Preview — UPCOMING", "Starts May 20 10:00 UTC • Staged to all regions • 0% rollout", null, "Schedule")
+eventUpcoming2 = ListItem("Double XP Weekend — UPCOMING", "Starts May 24 00:00 UTC • Awaiting asset approval", null, "Schedule")
+liveEventsProgress = Progress(62, "Event capacity 2 / 4 slots active")
+moderationRow = Card([reportsCard, appealsCard], "clear", "row", "m")
+reportsCard = Card([reportsHeader, reportsCallout, reportsList, reportsButtons], "card", "column", "m")
+reportsHeader = Heading("10 • Player Reports Awaiting Review", "h3")
+reportsCallout = Callout("error", "143 reports in queue", "Oldest 2.4h ago • Auto-mod filtered 312 • SLA <4h")
+reportsList = ListBlock([report1, report2, report3])
+report1 = ListItem("Cheating — #88421", "Reporter KnightRider • Suspect x_Sniper99 • EU-West • Aim snap", null, "Review")
+report2 = ListItem("Toxic chat — #88419", "Reporter Luna • Guild channel • 12 messages flagged", null, "Review")
+report3 = ListItem("Exploit — #88402", "Reporter DevWatch • Map Frosthold • Gold dupe glitch", null, "Review")
+reportsButtons = Buttons([reviewReportsBtn, autoModBtn])
+reviewReportsBtn = Button("Open Moderation Queue")
+autoModBtn = Button("Configure Auto-Mod", null, "secondary")
+appealsCard = Card([appealsHeader, appealsCallout, appealsList, appealsButtons], "card", "column", "m")
+appealsHeader = Heading("11 • Ban Appeals Awaiting Review", "h3")
+appealsCallout = Callout("warning", "27 appeals pending", "Avg wait 6.1h • 3 escalated • SLA <24h")
+appealsList = ListBlock([appeal1, appeal2, appeal3])
+appeal1 = ListItem("Appeal #5521 — Permanent", "Player FrostMage_7 • Tool ban • Evidence 2 clips", null, "Decide")
+appeal2 = ListItem("Appeal #5519 — 7-day chat", "Player ToxicTerry • Hate speech • 2 prior strikes", null, "Decide")
+appeal3 = ListItem("Appeal #5514 — Exploit", "Player GoldFarmerX • Duping • Linked reports 4", null, "Decide")
+appealsButtons = Buttons([reviewAppealsBtn, appealPolicyBtn])
+reviewAppealsBtn = Button("Open Appeals Queue")
+appealPolicyBtn = Button("View Policy", null, "secondary")
+economyExperimentsRow = Card([inflationCard, experimentsCard], "clear", "row", "m")
+inflationCard = Card([inflationHeader, inflationMetric, inflationChart, inflationNote], "card", "column", "m")
+inflationHeader = Heading("12 • In-Game Currency Inflation", "h3")
+inflationMetric = TextCallout("warning", "Gold Inflation +2.8% WoW", "Gold price index 1,842 (base 1,000) • Sink/source 0.87 • Threshold 3%")
+inflationChart = LineChart(inflationLabels, [inflationSeries], "natural", "Week", "Index")
+inflationLabels = ["W-5", "W-4", "W-3", "W-2", "W-1", "This W"]
+inflationSeries = Series("Gold Index", [1720, 1745, 1788, 1795, 1792, 1842])
+inflationNote = TextContent("Source +12% quest gold (Dragon's Hoard). Sink -4% auction tax. Recommend sink event if >3% next week.", "small")
+experimentsCard = Card([expHeader, expDesc, expTable, expChart], "card", "column", "m")
+expHeader = Heading("13 • Running Experiments — Results (2 live)", "h3")
+expDesc = TextContent("50/50 split • 7-day window • n=84k per variant. Primary: conversion & D1 retention.", "small")
+expTable = Table([expColName, expColControl, expColVariant, expColLift, expColDecision])
+expColName = Col("Experiment", ["Starter Bundle $4.99 vs $9.99", "Energy Regen 5m vs 8m"])
+expColControl = Col("Control", ["$9.99: 2.1% conv, 31% D1", "8m: 21.1m sess, 68% D1"])
+expColVariant = Col("Variant", ["$4.99: 4.8% conv, 34% D1", "5m: 23.4m sess, 71% D1"])
+expColLift = Col("Lift", ["+128% conv, +3pp ret", "+11% sess, +3pp ret"])
+expColDecision = Col("Decision", ["Ship variant ✓", "Continue 3d"])
+expChart = BarChart(expLabels, [expControlSeries, expVariantSeries], "grouped", "Metric", "% / min")
+expLabels = ["Bundle Conv %", "Bundle D1 %", "Regen Sess", "Regen D1 %"]
+expControlSeries = Series("Control", [2.1, 31, 21.1, 68])
+expVariantSeries = Series("Variant", [4.8, 34, 23.4, 71])
+opsActionsRow = Card([patchCard, hotfixCard], "clear", "row", "m")
+patchCard = Card([patchHeader, patchForm], "card", "column", "m")
+patchHeader = Heading("14 • Draft Patch Notes", "h3")
+patchForm = Form("patch-notes", patchFormButtons, [patchVersionControl, patchTitleControl, patchNotesControl, patchSeverityControl])
+patchVersionControl = FormControl("Version", patchVersionInput, "e.g., 2.14.9")
+patchVersionInput = Input("version", "2.14.9")
+patchTitleControl = FormControl("Title", patchTitleInput)
+patchTitleInput = Input("title", "Hotfix: AP-SE latency + Frosthold dupe")
+patchNotesControl = FormControl("Notes (Markdown)", patchNotesArea, "Publishes to launcher & Discord")
+patchNotesArea = TextArea("notes", "- Fixed Frosthold gold dupe (reports #88402)\n- Reduced AP-SE matchmaking timeout 30s → 20s\n- Forced update for 2.13.9 clients (crash 2.1%)", 4)
+patchSeverityControl = FormControl("Severity", patchSeveritySelect)
+patchSeveritySelect = Select("severity", [sevLow, sevMedium, sevHigh, sevCritical], "Select severity")
+sevLow = SelectItem("low", "Low — QoL")
+sevMedium = SelectItem("medium", "Medium — Balance")
+sevHigh = SelectItem("high", "High — Stability")
+sevCritical = SelectItem("critical", "Critical — Exploit / Crash")
+patchFormButtons = Buttons([saveDraftBtn, previewBtn])
+saveDraftBtn = Button("Save Draft", null, "primary")
+previewBtn = Button("Preview Notes", null, "secondary")
+hotfixCard = Card([hotfixHeader, hotfixDesc, hotfixDialog, hotfixDrawer], "card", "column", "m")
+hotfixHeader = Heading("16 • Ship a Hotfix", "h3")
+hotfixDesc = TextContent("Push server or client hotfix. Requires region focus (15) and approved patch draft (14). Auto-rollback enabled.", "small")
+hotfixDialog = DialogBlock("Ship Hotfix Now", "Confirm Hotfix Deployment", "This will restart shards in the focused region. Players will be migrated gracefully.", [hotfixForm, hotfixWarning], "destructive")
+hotfixForm = Form("hotfix-ship", hotfixButtons, [hotfixRegionControl, hotfixVersionControl, hotfixCheckControl])
+hotfixRegionControl = FormControl("Target region", hotfixRegionSelect)
+hotfixRegionSelect = Select("hotfix_region", [hotfixAll, hotfixAPSoutheast, hotfixEUWest], "Select target")
+hotfixAll = SelectItem("all", "All regions (global)")
+hotfixAPSoutheast = SelectItem("ap-southeast", "AP-Southeast only (recommended)")
+hotfixEUWest = SelectItem("eu-west", "EU-West only")
+hotfixVersionControl = FormControl("Hotfix version", hotfixVersionInput)
+hotfixVersionInput = Input("hotfix_version", "2.14.8-hotfix.1")
+hotfixCheckControl = FormControl("Pre-flight checks", hotfixChecks)
+hotfixChecks = CheckBoxGroup("checks", [checkTests, checkNotes])
+checkTests = CheckBoxItem("Tests passed", "CI green on staging", "tests", true)
+checkNotes = CheckBoxItem("Patch notes approved", "Draft reviewed by QA", "notes", false)
+hotfixButtons = Buttons([confirmShipBtn, cancelShipBtn])
+confirmShipBtn = Button("Confirm & Ship", null, "primary")
+cancelShipBtn = Button("Cancel", null, "tertiary")
+hotfixWarning = Callout("warning", "Blast radius", "AP-Southeast is strained — recommend targeted hotfix first, then global rollout.")
+hotfixDrawer = DrawerBlock("View Deploy Log", "Recent Hotfixes", "Last 5 deploys and rollbacks", [deployLogList])
+deployLogList = ListBlock([deploy1, deploy2, deploy3])
+deploy1 = ListItem("2.14.8-hotfix.1 — AP-SE", "14 min ago • Success • 3 nodes restarted", null, "Logs")
+deploy2 = ListItem("2.14.7 — Global", "Yesterday 18:42 • Success • Forced update 12k clients", null, "Logs")
+deploy3 = ListItem("2.14.6-rollback", "May 09 03:11 • Rolled back • Crash 1.8% → 0.9%", null, "Logs")
+footerNote = TextContent("Coverage: 1 online now • 2 DAU/MAU • 3 revenue today • 4 ARPU • 5 session 14d • 6 best sellers • 7 regions • 8 crash rate • 9 events • 10 reports • 11 appeals • 12 inflation • 13 experiments • 14 patch notes • 15 region focus • 16 hotfix.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-game__r4.txt
new file mode 100644
index 000000000..d0c83cde7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-game__r4.txt
@@ -0,0 +1,145 @@
+root = Card([header, onlineCallout, kpiCard, sessionRow, bestSellersCard, serverCard, crashCard, eventsCard, moderationCard, experimentsCard, opsCard], "card", "column", "m")
+header = CardHeader("Live-Ops Command Center — Stellar Forge", "Build 2.4.18 • Season 3: Echoes • 18:42 UTC • Shard: Global")
+onlineCallout = Callout("info", "1. Players Online Right Now: 84,271", "Peak today 91,403 at 14:30 UTC • In match 61,204 • In lobby 23,067 • Queue 0 • Matchmaking 42ms avg • +6.2% vs yesterday")
+kpiCard = Card([kpiHeader, kpiTable, kpiFooter], "sunk", "column", "s")
+kpiHeader = Heading("2 • 3 • 4  Core KPIs", "h3")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiChangeCol, kpiNoteCol])
+kpiMetricCol = Col("Metric", ["1. Players Online Now", "2. Daily Active (DAU)", "2. Monthly Active (MAU)", "3. Revenue Today", "4. Revenue / User (ARPU) — Daily", "4. Revenue / Paying User (ARPPU)"])
+kpiValueCol = Col("Value", ["84,271", "412,580", "3,840,000", "$127,450", "$0.31", "$18.40"])
+kpiChangeCol = Col("vs Yesterday", ["+6.2%", "+2.1%", "+0.8% MoM", "+4.3%", "+1.9%", "-0.4%"])
+kpiNoteCol = Col("Context", ["Peak 91.4k", "DAU/MAU 10.7%", "Stickiness 10.7%", "Paying users 6,927", "MAU ARPU $4.82", "Conversion 1.68%"])
+kpiFooter = TextContent("DAU/MAU ratio 10.7% • Day-7 retention 34.2% • All revenue USD, net of platform fees", "small")
+sessionRow = Card([sessionCard, inflationCard], "clear", "row", "m")
+sessionCard = Card([sessionHeader, sessionChart, sessionNote], "sunk", "column", "s")
+sessionHeader = Heading("5. Avg Session Length — Past 14 Days", "h3")
+sessionChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg Session", [18.2, 18.9, 19.4, 18.7, 20.1, 21.3, 20.8, 19.9, 20.4, 21.0, 22.1, 21.6, 22.4, 21.9])
+sessionNote = TextContent("14-day avg 20.3 min • +12% vs prior 14d • Longest sessions on weekends • Mobile 18.1m / PC 24.7m", "small")
+inflationCard = Card([inflationHeader, inflationChart, inflationCallout], "sunk", "column", "s")
+inflationHeader = Heading("12. In-Game Currency Inflation — Gold Index", "h3")
+inflationChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [inflationSeries], "natural", "Date", "Index (100 = Jul 1)")
+inflationSeries = Series("Gold Price Index", [100.0, 101.2, 102.8, 104.1, 106.3, 108.0, 109.5, 111.2, 112.8, 114.0, 115.6, 116.9, 118.4, 119.1])
+inflationCallout = TextCallout("warning", "Inflation +19.1% since Jul 1", "Weekly +1.8% • Gold sinks down 6% • Auction House volume +22% • Recommend +5% repair sink in next hotfix")
+bestSellersCard = Card([bestSellersHeader, bestSellersRow], "sunk", "column", "s")
+bestSellersHeader = Heading("6. Best-Selling Items (Last 24h) — Units Sold", "h3")
+bestSellersRow = Card([bestSellersChart, bestSellersTable], "clear", "row", "m")
+bestSellersChart = HorizontalBarChart(["Phantom Blade Skin", "2x XP Boost (7d)", "Echo Crate", "Gold Pack 5000", "Battle Pass S3"], [bestSellersSeries], "grouped", "Units", "Item")
+bestSellersSeries = Series("Units", [12400, 9850, 8200, 7600, 6900])
+bestSellersTable = Table([itemCol, unitsCol, revenueCol, shareCol])
+itemCol = Col("Item", ["Phantom Blade Skin", "2x XP Boost (7d)", "Echo Crate", "Gold Pack 5000", "Battle Pass S3"])
+unitsCol = Col("Units", ["12,400", "9,850", "8,200", "7,600", "6,900"])
+revenueCol = Col("Revenue", ["$74,400", "$29,550", "$41,000", "$38,000", "$69,000"])
+shareCol = Col("Share", ["29.5%", "11.7%", "16.3%", "15.1%", "27.4%"])
+serverCard = Card([serverHeader, serverTable, regionFocusRow], "sunk", "column", "s")
+serverHeader = Heading("7. Server Regions & Health  +  15. Focus on One Region", "h3")
+serverTable = Table([regionCol, healthCol, playersCol, latencyCol, statusCol])
+regionCol = Col("Region", ["US-East", "US-West", "EU-Central", "EU-West", "AP-Southeast", "AP-Northeast", "SA-East"])
+healthCol = Col("Health", ["98%", "97%", "94%", "88%", "99%", "96%", "91%"])
+playersCol = Col("Players", ["22,410", "18,203", "19,841", "8,120", "9,304", "5,210", "1,183"])
+latencyCol = Col("Latency", ["28ms", "34ms", "41ms", "67ms", "31ms", "38ms", "52ms"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Watch"])
+regionFocusRow = Card([regionFocusForm, regionFocusHint], "clear", "row", "m")
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionFocusField])
+regionFocusField = FormControl("Focus dashboard on region", regionSelect)
+regionSelect = Select("region", [regionUSE, regionUSW, regionEUC, regionEUW, regionAPS, regionAPN, regionSAE], "Select region")
+regionUSE = SelectItem("us-east", "US-East")
+regionUSW = SelectItem("us-west", "US-West")
+regionEUC = SelectItem("eu-central", "EU-Central")
+regionEUW = SelectItem("eu-west", "EU-West — Degraded")
+regionAPS = SelectItem("ap-southeast", "AP-Southeast")
+regionAPN = SelectItem("ap-northeast", "AP-Northeast")
+regionSAE = SelectItem("sa-east", "SA-East")
+regionFocusButtons = Buttons([regionFocusBtn])
+regionFocusBtn = Button("Focus View", null, "primary")
+regionFocusHint = TextContent("Filtering isolates KPIs, events, and crash rates to the selected shard. EU-West is auto-flagged for investigation.", "small")
+crashCard = Card([crashHeader, crashChart, crashCallout], "sunk", "column", "s")
+crashHeader = Heading("8. Crash Rate by App Version (Last 24h)", "h3")
+crashChart = BarChart(["v2.4.18", "v2.4.17", "v2.4.16", "v2.4.15", "v2.3.9 LTS"], [crashSeries], "grouped", "Version", "Crash %")
+crashSeries = Series("Crash Rate", [0.42, 0.68, 1.12, 0.91, 0.33])
+crashCallout = TextCallout("info", "Target <0.5% • v2.4.18 is stable", "v2.4.16 regression (1.12%) linked to inventory load — fixed in .18 • 78% of players now on .18")
+eventsCard = Card([eventsHeader, eventsList, eventsTable], "sunk", "column", "s")
+eventsHeader = Heading("9. Live Events — Running & Upcoming", "h3")
+eventsList = ListBlock([eventRunning1, eventRunning2, eventUpcoming1, eventUpcoming2])
+eventRunning1 = ListItem("🔴 Echo Hunt — RUNNING", "Aug 12–Aug 20 • 142k participants • +18% DAU lift • Ends in 1d 5h", null, "View")
+eventRunning2 = ListItem("🔴 Double Gold Weekend — RUNNING", "Aug 16–Aug 18 • 2x gold drops • Inflation watch • Ends in 5h", null, "View")
+eventUpcoming1 = ListItem("🟡 Neon Siege — UPCOMING", "Starts Aug 19 16:00 UTC • PvP takeover • Scheduled • 89k pre-registered")
+eventUpcoming2 = ListItem("🟡 Founder's Cup — UPCOMING", "Starts Aug 22 18:00 UTC • Tournament • Needs final QA sign-off")
+eventsTable = Table([eventNameCol, eventStatusCol, eventPlayersCol, eventEndsCol])
+eventNameCol = Col("Event", ["Echo Hunt", "Double Gold Weekend", "Neon Siege", "Founder's Cup"])
+eventStatusCol = Col("Status", ["Running", "Running", "Upcoming", "Upcoming"])
+eventPlayersCol = Col("Players", ["142,104", "201,330", "—", "—"])
+eventEndsCol = Col("Window", ["Ends Aug 20", "Ends Aug 18 23:59", "Aug 19–25", "Aug 22–24"])
+moderationCard = Card([moderationHeader, moderationRow], "sunk", "column", "s")
+moderationHeader = Heading("10 • 11  Moderation Queues", "h3")
+moderationRow = Card([reportsBlock, appealsBlock], "clear", "row", "m")
+reportsBlock = Card([reportsCallout, reportsTable, reportsButtons], "card", "column", "s")
+reportsCallout = TextCallout("warning", "10. Player Reports Awaiting Review: 247", "47 new in last hour • Oldest 6.2h • Auto-flagged toxicity 112 • Cheating 89 • Griefing 46")
+reportsTable = Table([reportIdCol, reportTypeCol, reportAgeCol])
+reportIdCol = Col("Report ID", ["#88241", "#88239", "#88218", "#88197"])
+reportTypeCol = Col("Type", ["Cheating", "Toxic Chat", "Griefing", "Cheating"])
+reportAgeCol = Col("Age", ["12m", "28m", "1.4h", "2.1h"])
+reportsButtons = Buttons([reviewReportsBtn, autoModBtn])
+reviewReportsBtn = Button("Review Reports")
+autoModBtn = Button("Open AutoMod", null, "secondary")
+appealsBlock = Card([appealsCallout, appealsTable, appealsButtons], "card", "column", "s")
+appealsCallout = TextCallout("neutral", "11. Ban Appeals Awaiting Review: 38", "SLA 24h • 9 overdue • Avg wait 14.3h • 3 escalated to senior mod")
+appealsTable = Table([appealIdCol, appealPlayerCol, appealAgeCol])
+appealIdCol = Col("Appeal ID", ["#A-4412", "#A-4410", "#A-4408", "#A-4405"])
+appealPlayerCol = Col("Player", ["x_Sniper_99", "Mira_Heals", "Echo_7", "Jin_Valo"])
+appealAgeCol = Col("Wait", ["26h ⚠", "18h", "14h", "9h"])
+appealsButtons = Buttons([reviewAppealsBtn])
+reviewAppealsBtn = Button("Review Appeals", null, "secondary")
+experimentsCard = Card([experimentsHeader, experimentsTable, experimentsChartsRow, experimentsNote], "sunk", "column", "s")
+experimentsHeader = Heading("13. Running Experiments (A/B) — Results", "h3")
+experimentsTable = Table([expNameCol, expVariantCol, expLiftCol, expConfCol, expStatusCol])
+expNameCol = Col("Experiment", ["EXP-41: New Tutorial Flow", "EXP-41: New Tutorial Flow", "EXP-42: Shop Bundle Pricing", "EXP-42: Shop Bundle Pricing"])
+expVariantCol = Col("Variant", ["A Control (50%)", "B Guided (50%)", "A $9.99 (50%)", "B $12.99 + 500 Gold (50%)"])
+expLiftCol = Col("Result", ["D1 Retention 41.2%", "D1 Retention 44.8% (+8.7%)", "Conv 1.62%", "Conv 1.89% (+16.7%)"])
+expConfCol = Col("Confidence", ["—", "94% • p=0.03", "—", "88% • p=0.08"])
+expStatusCol = Col("Decision", ["—", "Ship candidate", "—", "Needs 2 more days"])
+experimentsChartsRow = Card([expChart1, expChart2], "clear", "row", "m")
+expChart1 = BarChart(["Control", "Guided"], [expSeries1], "grouped", "Variant", "D1 Retention %")
+expSeries1 = Series("EXP-41", [41.2, 44.8])
+expChart2 = BarChart(["$9.99", "$12.99+Gold"], [expSeries2], "grouped", "Variant", "Conversion %")
+expSeries2 = Series("EXP-42", [1.62, 1.89])
+experimentsNote = TextContent("EXP-41 ready to graduate with +3.6pp retention. EXP-42 leaning to B but below 95% threshold — keep running.", "small")
+opsCard = Card([opsHeader, opsRow], "sunk", "column", "s")
+opsHeader = Heading("14 • 16  Ops Actions — Draft Patch Notes & Ship Hotfix", "h3")
+opsRow = Card([patchNotesForm, hotfixBlock], "clear", "row", "m")
+patchNotesForm = Form("patch-notes", patchNotesButtons, [patchTitleField, patchNotesField, patchRegionField, patchSeverityField])
+patchTitleField = FormControl("Patch Title", patchTitleInput, "e.g. Hotfix 2.4.19 — Economy Tuning")
+patchTitleInput = Input("patch_title", "Hotfix 2.4.19 — Gold Sink + EU-West Stability")
+patchNotesField = FormControl("Draft Notes (Markdown)", patchNotesInput, "Supports markdown • Will post to #announcements and launcher")
+patchNotesInput = TextArea("patch_notes", "- Increased repair costs +5% to curb gold inflation\n- Fixed inventory crash on v2.4.16/17\n- EU-West routing optimization\n- Echo Hunt reward timing fix", 5)
+patchRegionField = FormControl("Affected Regions", patchRegionSelect)
+patchRegionSelect = Select("patch_region", [patchAll, patchEUW, patchGlobal], "Select scope")
+patchAll = SelectItem("all", "All Regions")
+patchEUW = SelectItem("eu-west", "EU-West Only")
+patchGlobal = SelectItem("global", "Global — All Shards")
+patchSeverityField = FormControl("Severity", patchSeverityRadio)
+patchSeverityRadio = RadioGroup("severity", [sevMinor, sevMajor])
+sevMinor = RadioItem("Minor", "No downtime", "minor")
+sevMajor = RadioItem("Major", "Requires restart", "major")
+patchNotesButtons = Buttons([saveDraftBtn, previewBtn])
+saveDraftBtn = Button("Save Draft", null, "primary")
+previewBtn = Button("Preview Notes", null, "secondary")
+hotfixBlock = Card([hotfixHeader, hotfixText, hotfixDialog, hotfixProgress], "card", "column", "s")
+hotfixHeader = Heading("Ship Hotfix", "h4")
+hotfixText = TextContent("Push to selected regions with one click. Requires patch notes draft + QA sign-off. Current candidate: v2.4.19-rc2", "small")
+hotfixDialog = DialogBlock("Ship Hotfix v2.4.19-rc2", "Confirm Hotfix Deployment", "You are about to deploy v2.4.19-rc2. This will restart EU-West shards (est. 90s downtime). All other regions rolling, no downtime.", [hotfixConfirmCallout, hotfixForm], "destructive")
+hotfixConfirmCallout = Callout("warning", "EU-West will restart", "1,183 players will be migrated • 67ms latency should drop to ~38ms • Rollback window 15 min")
+hotfixForm = Form("hotfix-ship", hotfixButtons, [hotfixVersionField, hotfixRegionField, hotfixConfirmField])
+hotfixVersionField = FormControl("Version", hotfixVersionInput)
+hotfixVersionInput = Input("hotfix_version", "v2.4.19-rc2", "text", null, "v2.4.19-rc2")
+hotfixRegionField = FormControl("Target", hotfixRegionSelect)
+hotfixRegionSelect = Select("hotfix_target", [hotfixEUW, hotfixAll], "Choose target")
+hotfixEUW = SelectItem("eu-west", "EU-West Only (Degraded)")
+hotfixAll = SelectItem("all", "All Regions")
+hotfixConfirmField = FormControl("Confirmation", hotfixCheckGroup)
+hotfixCheckGroup = CheckBoxGroup("confirm", [hotfixCheck1, hotfixCheck2])
+hotfixCheck1 = CheckBoxItem("I have QA sign-off", "Build passed staging", "qa", false)
+hotfixCheck2 = CheckBoxItem("Announce to players", "Post patch notes on ship", "announce", true)
+hotfixButtons = Buttons([deployBtn, cancelBtn])
+deployBtn = Button("Deploy Now", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+hotfixProgress = Progress(68, "Rollout prep 68% — staging tests passing")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..2261ed663
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r1.txt
@@ -0,0 +1,140 @@
+root = Card([header, andonCard, kpiGrid, lineFocusCard, productionHeader, productionTable, analyticsRow1, analyticsRow2, maintenanceRow, qualityWorkRow, scheduleCard, footerActions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant A — North Hall • LIVE 14:32 UTC • Aug 18, 2026 • Supervisor: M. Rivera")
+andonCard = Card([andonHeader, andonAlert1, andonAlert2, andonList], "sunk", "column", "s")
+andonHeader = CardHeader("Live Andon Alerts", "16 • Auto-refresh 30s • 2 active — requires action")
+andonAlert1 = Alert("Line 3 STOPPED — Material Jam at Station 4", "Triggered 14:28 • Operator: J. Park • Response team paged • Line halted 4 min", "destructive")
+andonAlert2 = Alert("Line 5 WARNING — Extruder Temp High (238°C)", "Triggered 14:19 • Threshold 230°C • Running at reduced speed • Check cooling circuit", "warning")
+andonList = TextContent("✓ Line 1, 2, 4 nominal • Andon system online • Press alert to acknowledge on floor tablet", "small")
+kpiGrid = Card([oeeCard, unitsCard, energyCard, safetyCard], "clear", "row", "m")
+oeeCard = Card([oeeHeader, oeeProgress, oeeText, oeeTable], "card", "column", "s")
+oeeHeader = CardHeader("Overall Equipment Effectiveness", "1 • OEE — Target 85%")
+oeeProgress = Progress(78.4, "78.4% OEE")
+oeeText = TextContent("Availability 89.2% • Performance 92.1% • Quality 95.4% — Below target due to Line 3 stoppage", "small")
+oeeTable = Table([oeeMetricCol, oeeValueCol])
+oeeMetricCol = Col("Component", ["Availability", "Performance", "Quality"])
+oeeValueCol = Col("Value", ["89.2%", "92.1%", "95.4%"])
+unitsCard = Card([unitsHeader, unitsProgress, unitsText, unitsBar], "card", "column", "s")
+unitsHeader = CardHeader("Units Produced vs Target", "2 • Today 06:00–14:32")
+unitsProgress = Progress(80.3, "4,820 / 6,000 units (80.3%)")
+unitsText = TextContent("1,180 units remaining • Pace: 602/hr • Projected finish 18:45 • +2.1% vs yesterday", "small")
+unitsBar = SingleStackedBarChart(["Produced", "Remaining"], [4820, 1180])
+energyCard = Card([energyHeader, energyText, energyChart], "card", "column", "s")
+energyHeader = CardHeader("Energy Use Today", "12 • 2,840 kWh so far")
+energyText = TextContent("Peak 420 kW at 11:00 • Avg 355 kW • Cost ~$341 • -4% vs baseline", "small")
+energyChart = AreaChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [energySeries], "natural", "Time", "kWh")
+energySeries = Series("kWh", [280, 340, 410, 420, 380])
+safetyCard = Card([safetyHeader, safetyBadgeRow, safetyText, safetyProgress], "card", "column", "s")
+safetyHeader = CardHeader("Safety", "10 • Incidents YTD & Days Since Last")
+safetyBadgeRow = Card([safetyIncidentsBadge, safetyDaysBadge], "clear", "row", "s")
+safetyIncidentsBadge = Badge("2 Incidents in 2026", "destructive")
+safetyDaysBadge = Badge("47 Days Since Last", "secondary")
+safetyText = TextContent("Last incident: Jul 02 — Slip in packaging area (minor) • Next safety walk: Today 15:00", "small")
+safetyProgress = Progress(94, "47 / 50 day goal")
+lineFocusCard = Card([lineFocusHeader, lineFocusControls, lineFocusHint], "sunk", "column", "s")
+lineFocusHeader = CardHeader("Production Line Focus", "15 • Filter dashboard to one line")
+lineFocusControls = Card([lineSelectControl, lineFocusButtons], "clear", "row", "m")
+lineSelectControl = FormControl("Select line", lineFocusSelect, "Applies to rates, OEE and alerts below")
+lineFocusSelect = Select("line_focus", [lineOpt1, lineOpt2, lineOpt3, lineOpt4, lineOpt5], "All Lines (Overview)")
+lineOpt1 = SelectItem("line1", "Line 1 — Injection Molding")
+lineOpt2 = SelectItem("line2", "Line 2 — Assembly")
+lineOpt3 = SelectItem("line3", "Line 3 — Stamping (STOPPED)")
+lineOpt4 = SelectItem("line4", "Line 4 — Packaging")
+lineOpt5 = SelectItem("line5", "Line 5 — Extrusion")
+lineFocusButtons = Buttons([focusBtn, clearBtn], "row")
+focusBtn = Button("Focus on Line", null, "primary")
+clearBtn = Button("Show All", null, "secondary")
+lineFocusHint = TextContent("Tip: Focusing highlights that line's rate, downtime and work orders in tables below.", "small")
+productionHeader = CardHeader("Production Lines — Rate & Status", "3 • Real-time throughput @ 14:32")
+productionTable = Table([colLine, colRate, colStatus, colOeeLine, colOutput])
+colLine = Col("Line", ["Line 1 — Molding", "Line 2 — Assembly", "Line 3 — Stamping", "Line 4 — Packaging", "Line 5 — Extrusion"])
+colRate = Col("Rate (u/hr)", ["420", "380", "0", "365", "210"])
+colStatus = Col("Status", ["Running", "Running", "STOPPED", "Running — Reduced", "Down — Maintenance"])
+colOeeLine = Col("Line OEE", ["84.2%", "81.5%", "0%", "76.8%", "42.1%"])
+colOutput = Col("Today Output", ["1,240", "1,180", "620", "1,050", "730"])
+analyticsRow1 = Card([defectCard, downtimeCard], "clear", "row", "m")
+defectCard = Card([defectHeader, defectChart, defectText], "card", "column", "s")
+defectHeader = CardHeader("Defect Rate — Past Month", "4 • % defective units • Target <1.5%")
+defectChart = LineChart(["Jul 21", "Jul 28", "Aug 04", "Aug 11", "Aug 18"], [defectSeries], "natural", "Week", "%")
+defectSeries = Series("Defect %", [1.8, 2.1, 1.9, 1.6, 1.4])
+defectText = TextContent("Trend improving: 1.4% this week (-0.2pp) • Top defect: Flash on Line 1 (0.6%)", "small")
+downtimeCard = Card([downtimeHeader, downtimeChart, downtimeText], "card", "column", "s")
+downtimeHeader = CardHeader("Downtime Split by Cause", "5 • Last 30 days • 42.5 hrs total")
+downtimeChart = PieChart(["Mechanical", "Electrical", "Changeover", "Material Shortage", "Quality Hold"], [38, 22, 18, 12, 10], "donut", "circular")
+downtimeText = TextContent("Mechanical 38% (16.2h) dominates • Changeover improved -12% vs last month", "small")
+analyticsRow2 = Card([shiftCard, inventoryCard], "clear", "row", "m")
+shiftCard = Card([shiftHeader, shiftChart, shiftText], "card", "column", "s")
+shiftHeader = CardHeader("Shift Output Compared", "9 • Today vs target 2,000/shift")
+shiftChart = BarChart(["Shift A (06-14)", "Shift B (14-22)", "Shift C (22-06)"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units", [1820, 1650, 1350])
+shiftText = TextContent("Shift A leading • Shift C short-staffed (2 absences) • Handover notes in shift report", "small")
+inventoryCard = Card([inventoryHeader, inventoryChart, inventoryTable], "card", "column", "s")
+inventoryHeader = CardHeader("Raw Material Stock", "7 • Steel, Resin, Packaging")
+inventoryChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [invSeries], "grouped", "Stock %", "%")
+invSeries = Series("Stock Level %", [68, 42, 81])
+inventoryTable = Table([invMatCol, invQtyCol, invStatusCol])
+invMatCol = Col("Material", ["Steel Coil", "Resin Pellets", "Packaging"])
+invQtyCol = Col("On Hand", ["4.2 t / 6.2 t", "1.8 t / 4.3 t", "12.4k / 15.3k"])
+invStatusCol = Col("Status", ["OK", "LOW — Reorder", "OK"])
+maintenanceRow = Card([dueCard, deliveriesCard], "clear", "row", "m")
+dueCard = Card([dueHeader, dueTable, dueText], "card", "column", "s")
+dueHeader = CardHeader("Machines Due for Maintenance", "6 • Next 7 days")
+dueTable = Table([dueMachineCol, dueTypeCol, dueDueCol, dueHoursCol])
+dueMachineCol = Col("Machine", ["Press #3 (Line 3)", "Extruder E5 (Line 5)", "Robot Arm R2 (Line 2)", "Conveyor C4 (Line 4)"])
+dueTypeCol = Col("Type", ["Preventive", "Overdue", "Inspection", "Lubrication"])
+dueDueCol = Col("Due", ["Aug 19", "Aug 18 (Today)", "Aug 21", "Aug 22"])
+dueHoursCol = Col("Hours Since Service", ["498 / 500h", "612 / 500h", "245 / 250h", "189 / 200h"])
+dueText = TextContent("2 urgent: E5 overdue 112h • Use schedule form below to assign", "small")
+deliveriesCard = Card([deliveriesHeader, deliveriesTable, deliveriesText], "card", "column", "s")
+deliveriesHeader = CardHeader("Supplier Deliveries Due This Week", "8 • Week of Aug 18")
+deliveriesTable = Table([suppCol, matCol, etaCol, statusCol])
+suppCol = Col("Supplier", ["Arcelor Steel", "PolyChem", "PackCo", "Arcelor Steel", "Fasteners Inc"])
+matCol = Col("Material", ["Steel Coil 2.0mm", "Resin ABS-340", "Cartons 12x8", "Steel Coil 1.5mm", "Bolts M8"])
+etaCol = Col("ETA", ["Aug 19 09:00", "Aug 20 13:30", "Aug 19 15:00", "Aug 22 08:00", "Aug 21 11:00"])
+statusCol = Col("Status", ["Confirmed", "In Transit", "Delayed", "Confirmed", "Confirmed"])
+deliveriesText = TextContent("1 delayed: PackCo cartons — ETA +6h • Resin delivery critical for Line 1", "small")
+qualityWorkRow = Card([qualityCard, workOrdersCard], "clear", "row", "m")
+qualityCard = Card([qualityHeader, qualityTable, qualityText], "card", "column", "s")
+qualityHeader = CardHeader("Batches on Quality Hold", "11 • Awaiting QA release")
+qualityTable = Table([batchCol, lineBatchCol, reasonCol, holdSinceCol])
+batchCol = Col("Batch ID", ["B-2847", "B-2851", "B-2854"])
+lineBatchCol = Col("Line", ["Line 1", "Line 2", "Line 5"])
+reasonCol = Col("Reason", ["Dimensional variance", "Surface defect", "Color mismatch"])
+holdSinceCol = Col("On Hold Since", ["Aug 17 10:20", "Aug 18 08:45", "Aug 16 22:10"])
+qualityText = TextContent("3 batches (1,240 units) • Oldest 42 hrs • QA lead: S. Chen", "small")
+workOrdersCard = Card([workOrdersHeader, workOrdersTable, workOrdersText], "card", "column", "s")
+workOrdersHeader = CardHeader("Open Work Orders", "13 • Priority sorted")
+workOrdersTable = Table([woIdCol, woMachineCol, woIssueCol, woPrioCol])
+woIdCol = Col("WO ID", ["WO-1042", "WO-1045", "WO-1048", "WO-1050", "WO-1051"])
+woMachineCol = Col("Machine", ["Press #3", "Extruder E5", "Robot R2", "Conveyor C4", "Molder M1"])
+woIssueCol = Col("Issue", ["Jam sensor fault", "Heater band failure", "Calibration drift", "Belt wear", "Nozzle clog"])
+woPrioCol = Col("Priority", ["P1 — Critical", "P1 — Critical", "P2 — High", "P3 — Medium", "P3 — Medium"])
+workOrdersText = TextContent("5 open • 2 P1 require line stop • Avg age 1.8 days", "small")
+scheduleCard = Card([scheduleHeader, scheduleForm], "card", "column", "s")
+scheduleHeader = CardHeader("Schedule Maintenance", "14 • Assign machine and date")
+scheduleForm = Form("schedule-maintenance", scheduleFormButtons, [machineField, dateField, typeField, notesField])
+machineField = FormControl("Machine", machineSelect, "Choose from due list or all assets")
+machineSelect = Select("machine", [mOpt1, mOpt2, mOpt3, mOpt4, mOpt5], "Select machine")
+mOpt1 = SelectItem("press3", "Press #3 — Line 3 Stamping")
+mOpt2 = SelectItem("extruder_e5", "Extruder E5 — Line 5 (OVERDUE)")
+mOpt3 = SelectItem("robot_r2", "Robot Arm R2 — Line 2")
+mOpt4 = SelectItem("conveyor_c4", "Conveyor C4 — Line 4")
+mOpt5 = SelectItem("molder_m1", "Molder M1 — Line 1")
+dateField = FormControl("Date & Shift", datePicker, "Maintenance window")
+datePicker = DatePicker("maint_date", "single")
+typeField = FormControl("Maintenance type", typeSelect)
+typeSelect = Select("maint_type", [tOpt1, tOpt2, tOpt3], "Preventive")
+tOpt1 = SelectItem("preventive", "Preventive (500h)")
+tOpt2 = SelectItem("corrective", "Corrective")
+tOpt3 = SelectItem("inspection", "Inspection")
+notesField = FormControl("Notes / Work Order link", notesInput)
+notesInput = Input("notes", "e.g., Link WO-1042, parts needed...")
+scheduleFormButtons = Buttons([scheduleBtn, resetBtn], "row")
+scheduleBtn = Button("Schedule Maintenance", null, "primary")
+resetBtn = Button("Clear", null, "tertiary")
+footerActions = Card([footerHeader, exportButtons, footerText], "clear", "column", "s")
+footerHeader = CardHeader("Shift Report", "17 • Export and handover")
+exportButtons = Buttons([exportBtn, printBtn, acknowledgeBtn], "row")
+exportBtn = Button("Export Shift Report (PDF/CSV)", null, "primary")
+printBtn = Button("Print Andon Log", null, "secondary")
+acknowledgeBtn = Button("Acknowledge Alerts", null, "tertiary")
+footerText = TextContent("Report includes: OEE, output vs target, downtime, defects, energy, safety, holds and work orders • Last exported Aug 17 22:04 by J. Alvarez", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..95c81783b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r2.txt
@@ -0,0 +1,159 @@
+root = Card([header, andonSection, kpiRow, focusSection, lineSection, chartRowA, chartRowB, inventorySection, maintenanceSection, qualitySafetySection, workOrderSection, exportSection, followUpBlock], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant A — North Hall • Live 13:42 UTC • Day Shift 06:00–14:00 • MES Connected")
+andonSection = Card([andonHeader, andonAlert1, andonAlert2, andonAlert3, andonStatusText], "sunk", "column", "s")
+andonHeader = Heading("16 • Live Andon Alerts", "h3")
+andonAlert1 = Alert("Line 4 — Packaging — STOPPED", "PK-04 sealer jam at 13:38 • Idle 4 min • Operator assistance requested at Station 4", "destructive")
+andonAlert2 = Alert("Line 3 — Assembly — SLOWED", "AS-02 torque variance • Cycle +18% above takt (295 u/hr) • Quality check advised", "warning")
+andonAlert3 = Alert("Line 2 — Material Low", "Resin hopper R2 at 22% • Auto-reorder triggered • Delivery ETA Tue 15:00", "info")
+andonStatusText = TextContent("Andon LIVE • Auto-refresh 10s • 3 active • Acknowledge on floor tablet or console", "small")
+kpiRow = Card([oeeKpiCard, targetKpiCard, safetyKpiCard], "card", "row", "m")
+oeeKpiCard = Card([oeeHeader, oeeProgress, oeeBreakdown, oeeTrendText], "sunk", "column", "s")
+oeeHeader = CardHeader("1 • Overall Equipment Effectiveness", "OEE • Target 85%")
+oeeProgress = Progress(84.2, "84.2% OEE")
+oeeBreakdown = Table([oeeMetricCol, oeeValueCol])
+oeeMetricCol = Col("Component", ["Availability", "Performance", "Quality"])
+oeeValueCol = Col("Value", ["92.0%", "89.1%", "97.5%"])
+oeeTrendText = TextContent("▲ +1.4% vs yesterday • Quality strongest driver • Availability -0.6% due to PK-04", "small")
+targetKpiCard = Card([targetHeader, targetProgress, targetNumbers, targetChart], "sunk", "column", "s")
+targetHeader = CardHeader("2 • Units Produced vs Today's Target", "Day Shift Target 9,600 units")
+targetProgress = Progress(71, "6,840 / 9,600 units (71%)")
+targetNumbers = Table([targetMetricCol, targetValueCol])
+targetMetricCol = Col("Metric", ["Produced", "Remaining", "Pace Needed"])
+targetValueCol = Col("Value", ["6,840", "2,760", "+410 /hr to hit target"])
+targetChart = SingleStackedBarChart(["Produced", "Remaining"], [6840, 2760])
+safetyKpiCard = Card([safetyHeader, safetyNumbers, safetyCallout], "sunk", "column", "s")
+safetyHeader = CardHeader("10 • Safety — This Year", "Days since last incident")
+safetyNumbers = Table([safetyMetricCol, safetyValueCol])
+safetyMetricCol = Col("Metric", ["Incidents YTD", "Days Since Last", "Last Incident"])
+safetyValueCol = Col("Value", ["2", "47 days", "Jul 2 — Slip Hall B"])
+safetyCallout = Callout("success", "47 Days Incident-Free", "On track for Q3 safety bonus. Toolbox talk Fri 08:00.")
+focusSection = Card([focusHeader, focusControls], "sunk", "column", "s")
+focusHeader = CardHeader("15 • Focus on One Line", "Filter all line data below")
+focusControls = Card([focusSelectControl, focusButtons], "clear", "row", "m")
+focusSelectControl = FormControl("Focus on Line", focusSelect, "Applies to line table, defect & downtime views")
+focusSelect = Select("focus_line", [focusAll, focusL1, focusL2, focusL3, focusL4], "All Lines (Plant View)")
+focusAll = SelectItem("all", "All Lines — Plant View")
+focusL1 = SelectItem("L1", "Line 1 — Stamping")
+focusL2 = SelectItem("L2", "Line 2 — Injection Molding")
+focusL3 = SelectItem("L3", "Line 3 — Assembly")
+focusL4 = SelectItem("L4", "Line 4 — Packaging (Down)")
+focusButtons = Buttons([applyFocusBtn, clearFocusBtn])
+applyFocusBtn = Button("Apply Focus", null, "primary")
+clearFocusBtn = Button("Show All Lines", null, "secondary")
+lineSection = Card([lineHeader, lineTable], "card", "column", "s")
+lineHeader = CardHeader("3 • Production Lines — Rate & Status", "4 lines • Real-time from MES • Updated 13:42")
+lineTable = Table([lineNameCol, lineProductCol, lineRateCol, lineStatusCol, lineOeeCol, lineOutputCol])
+lineNameCol = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+lineProductCol = Col("Process", ["Stamping", "Injection Molding", "Assembly", "Packaging"])
+lineRateCol = Col("Rate (u/hr)", ["420", "385", "295", "0"])
+lineStatusCol = Col("Status", ["Running", "Running", "Slowed", "Down"])
+lineOeeCol = Col("OEE", ["88%", "86%", "79%", "—"])
+lineOutputCol = Col("Output Today", ["2,410", "2,180", "1,650", "600"])
+chartRowA = Card([defectCard, downtimeCard], "card", "row", "m")
+defectCard = Card([defectHeader, defectChart, defectText], "sunk", "column", "s")
+defectHeader = CardHeader("4 • Defect Rate — Past Month", "Avg 2.55% • Target <2.0%")
+defectChart = LineChart(["Jul 21", "Jul 28", "Aug 4", "Aug 11", "Aug 18"], [defectSeries], "natural", "Week", "% Defective")
+defectSeries = Series("Defect %", [2.8, 2.4, 3.1, 2.6, 1.9])
+defectText = TextContent("Best week 1.9% after Aug 11 tooling change on Line 2. Line 3 still above target.", "small")
+downtimeCard = Card([downtimeHeader, downtimeChart, downtimeText], "sunk", "column", "s")
+downtimeHeader = CardHeader("5 • Downtime Split by Cause", "Today • Total 94 min")
+downtimeChart = PieChart(["Mechanical", "Changeover", "Material Shortage", "Electrical", "Quality Stop", "Planned Maint."], [28, 22, 18, 12, 9, 5], "donut", "circular")
+downtimeText = TextContent("Mechanical 28 min (PK-04 jam) leads. Changeovers -12% vs last week.", "small")
+chartRowB = Card([shiftCard, energyCard], "card", "row", "m")
+shiftCard = Card([shiftHeader, shiftChart, shiftText], "sunk", "column", "s")
+shiftHeader = CardHeader("9 • Each Shift's Output Compared", "Last 3 shifts • Units")
+shiftChart = BarChart(["Shift A (06-14)", "Shift B (14-22)", "Shift C (22-06)"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units", [6840, 7210, 5980])
+shiftText = TextContent("Shift B highest 7,210. Shift C -17% due to overnight Line 4 stop.", "small")
+energyCard = Card([energyHeader, energyChart, energyStats], "sunk", "column", "s")
+energyHeader = CardHeader("12 • Energy Use Today", "1,842 kWh so far • Peak 298 kW at 11:00")
+energyChart = AreaChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [energySeries], "natural", "Time", "kWh / hour")
+energySeries = Series("kWh per hour", [210, 285, 298, 275, 240])
+energyStats = Table([energyMetricCol, energyValueCol])
+energyMetricCol = Col("Metric", ["Today Total", "vs Yesterday", "Cost Today"])
+energyValueCol = Col("Value", ["1,842 kWh", "+6.2%", "$221"])
+inventorySection = Card([stockCard, deliveryCard], "card", "row", "m")
+stockCard = Card([stockHeader, steelProgress, resinProgress, packagingProgress, stockTable], "sunk", "column", "s")
+stockHeader = CardHeader("7 • Stock — Steel, Resin & Packaging", "Reorder point 30%")
+steelProgress = Progress(68, "Steel Coil — 68% (6.8 t / 10 t)")
+resinProgress = Progress(22, "Resin Pellets — 22% LOW (1.1 t / 5 t)")
+packagingProgress = Progress(84, "Packaging — 84% (8,400 / 10,000 units)")
+stockTable = Table([stockMaterialCol, stockLevelCol, stockStatusCol])
+stockMaterialCol = Col("Material", ["Steel Coil", "Resin Pellets", "Packaging Cartons"])
+stockLevelCol = Col("On Hand", ["6.8 t", "1.1 t", "8,400 units"])
+stockStatusCol = Col("Status", ["OK", "Reorder", "OK"])
+deliveryCard = Card([deliveryHeader, deliveryTable], "sunk", "column", "s")
+deliveryHeader = CardHeader("8 • Supplier Deliveries Due This Week", "5 deliveries")
+deliveryTable = Table([supplierCol, materialCol, etaCol, qtyCol, deliveryStatusCol])
+supplierCol = Col("Supplier", ["Arcelor Steel", "PolyChem Inc", "PackPro", "Arcelor Steel", "Fasteners Co"])
+materialCol = Col("Material", ["Steel Coil", "Resin Pellets", "Cartons", "Steel Sheet", "Bolts M8"])
+etaCol = Col("ETA", ["Tue 15:00", "Wed 09:30", "Thu 11:00", "Fri 08:00", "Fri 14:00"])
+qtyCol = Col("Qty", ["5 t", "3 t", "5,000", "2 t", "10k pcs"])
+deliveryStatusCol = Col("Status", ["In Transit", "Confirmed", "Confirmed", "Scheduled", "At Risk"])
+maintenanceSection = Card([maintDueCard, scheduleCard], "card", "row", "m")
+maintDueCard = Card([maintDueHeader, maintDueTable], "sunk", "column", "s")
+maintDueHeader = CardHeader("6 • Machines Due for Maintenance", "Next 7 days • 4 machines")
+maintDueTable = Table([maintMachineCol, maintLineCol, maintDueCol, maintHoursCol, maintPriorityCol])
+maintMachineCol = Col("Machine", ["ST-03 Press", "IM-02 Molder", "AS-02 Torque", "PK-04 Sealer"])
+maintLineCol = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+maintDueCol = Col("Due Date", ["Aug 19", "Aug 20", "Aug 22", "Aug 18*"])
+maintHoursCol = Col("Hours Since Service", ["498", "512", "476", "610"])
+maintPriorityCol = Col("Priority", ["High", "Medium", "Medium", "Critical"])
+scheduleCard = Card([scheduleHeader, scheduleForm], "sunk", "column", "s")
+scheduleHeader = CardHeader("14 • Schedule Maintenance", "Machine + date required")
+scheduleForm = Form("schedule-maintenance", scheduleButtons, [machineField, dateField, typeField, notesField])
+machineField = FormControl("Machine", machineSelect, "Select equipment due or any asset")
+machineSelect = Select("machine", [mST03, mIM02, mAS02, mPK04, mST01], "Choose machine")
+mST03 = SelectItem("ST-03", "ST-03 — Stamping Press (Line 1)")
+mIM02 = SelectItem("IM-02", "IM-02 — Injection Molder (Line 2)")
+mAS02 = SelectItem("AS-02", "AS-02 — Assembly Torque Station (Line 3)")
+mPK04 = SelectItem("PK-04", "PK-04 — Packaging Sealer (Line 4)")
+mST01 = SelectItem("ST-01", "ST-01 — Stamping Press (Line 1)")
+dateField = FormControl("Scheduled Date", datePicker, "Pick date & shift window")
+datePicker = DatePicker("maint_date", "single")
+typeField = FormControl("Maintenance Type", maintTypeRadio)
+maintTypeRadio = RadioGroup("maint_type", [typePreventive, typeCorrective, typeInspection])
+typePreventive = RadioItem("Preventive", "Routine service", "preventive")
+typeCorrective = RadioItem("Corrective", "Fix known issue", "corrective")
+typeInspection = RadioItem("Inspection", "Audit / calibration", "inspection")
+notesField = FormControl("Notes", notesInput, "Optional — describe task")
+notesInput = TextArea("notes", "e.g., Replace die set, calibrate torque...", 3)
+scheduleButtons = Buttons([scheduleBtn, clearBtn])
+scheduleBtn = Button("Schedule Maintenance", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+qualitySafetySection = Card([qualityHoldCard, safetyDetailCard], "card", "row", "m")
+qualityHoldCard = Card([qualityHoldHeader, qualityHoldTable, qualityHoldCallout], "sunk", "column", "s")
+qualityHoldHeader = CardHeader("11 • Batches on Quality Hold", "3 batches • 1,250 units quarantined")
+qualityHoldTable = Table([batchIdCol, batchLineCol, batchReasonCol, batchQtyCol, batchHoldSinceCol])
+batchIdCol = Col("Batch ID", ["B-2026-0841", "B-2026-0843", "B-2026-0845"])
+batchLineCol = Col("Line", ["Line 2", "Line 3", "Line 1"])
+batchReasonCol = Col("Reason", ["Flash / Short Shot", "Torque out of spec", "Surface scratch"])
+batchQtyCol = Col("Qty", ["480", "320", "450"])
+batchHoldSinceCol = Col("Hold Since", ["Aug 17 14:20", "Aug 18 09:10", "Aug 18 11:45"])
+qualityHoldCallout = Callout("warning", "QA Review Required", "All holds require QA sign-off before release. Next review today 14:30.")
+safetyDetailCard = Card([safetyDetailHeader, safetyTable, safetyProgress], "sunk", "column", "s")
+safetyDetailHeader = CardHeader("10 • Safety Detail — Year to Date", "Target: Zero harm")
+safetyTable = Table([safetyItemCol, safetyCountCol])
+safetyItemCol = Col("Category", ["Recordable Incidents", "Near Misses", "Lost Time Injuries", "Days Since Last Incident"])
+safetyCountCol = Col("2026", ["2", "11", "0", "47 days"])
+safetyProgress = Progress(78, "78% to 60-day goal (47/60 days)")
+workOrderSection = Card([workOrderHeader, workOrderTable, workOrderCallout], "card", "column", "s")
+workOrderHeader = CardHeader("13 • Open Work Orders with Priority", "7 open • Critical first")
+workOrderTable = Table([woIdCol, woMachineCol, woIssueCol, woPriorityCol, woAgeCol])
+woIdCol = Col("WO ID", ["WO-1842", "WO-1845", "WO-1847", "WO-1850", "WO-1851"])
+woMachineCol = Col("Machine", ["PK-04", "ST-03", "IM-02", "AS-02", "Line 3 Conveyor"])
+woIssueCol = Col("Issue", ["Sealer jam", "Die wear", "Nozzle leak", "Torque drift", "Belt misalignment"])
+woPriorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+woAgeCol = Col("Age", ["4 hrs", "1 day", "2 days", "3 days", "5 days"])
+workOrderCallout = TextContent("WO-1842 Critical linked to Andon Line 4 alert • Technician dispatched 13:40 • ETA fix 14:15", "small")
+exportSection = Card([exportHeader, exportButtons, exportText], "sunk", "column", "s")
+exportHeader = CardHeader("17 • Export Shift Report", "Day Shift 06:00–14:00 • Aug 18, 2026")
+exportButtons = Buttons([exportShiftBtn, exportPdfBtn, exportCsvBtn])
+exportShiftBtn = Button("Export Shift Report", null, "primary")
+exportPdfBtn = Button("Download PDF", null, "secondary")
+exportCsvBtn = Button("Export CSV Data", null, "tertiary")
+exportText = TextContent("Includes OEE, output vs target, downtime, defects, energy, work orders and safety. Auto-saved to /reports/shift_2026-08-18_Day.pdf", "small")
+followUpBlock = FollowUpBlock([follow1, follow2, follow3])
+follow1 = FollowUpItem("Show details for Line 3 slowed station AS-02")
+follow2 = FollowUpItem("Acknowledge Andon alert PK-04 and assign technician")
+follow3 = FollowUpItem("Schedule ST-03 maintenance for Aug 19 morning shift")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..c50a81f88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r3.txt
@@ -0,0 +1,141 @@
+root = Card([header, andonSection, kpiRow, linesSection, chartsRow1, shiftCard, inventoryRow, combinedRow, workOrdersCard, maintenanceSection, footerActions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant A • 18 Aug 2026 • Shift: Day 06:00-14:00 • Live • Supervisor: M. Alvarez")
+andonSection = Card([andonHeader, andonAlert1, andonAlert2, andonAlert3, andonActions], "card", "column", "s")
+andonHeader = CardHeader("Live Andon Alerts", "Auto-refresh 30s • 3 active — requires acknowledgement")
+andonAlert1 = Alert("Line 3 STOPPED", "Station 3-4 torque fault • Operator J. Reyes • 13:42 • Maintenance requested", "destructive")
+andonAlert2 = Alert("Line 1 Material Call", "Resin hopper <20% • Line 1 • 13:38 • Material handler dispatched", "warning")
+andonAlert3 = Alert("Line 4 Quality Alert", "Visual defect spike — Batch B-2841 • 13:21 • QC en route", "info")
+andonActions = Buttons([ackBtn, viewAndonBtn], "row")
+ackBtn = Button("Acknowledge All", null, "primary")
+viewAndonBtn = Button("View Andon Board", null, "secondary")
+kpiRow = Card([oeeCard, unitsCard, energyCard, safetyCard], "clear", "row", "m", "stretch", "between", true)
+oeeCard = Card([oeeTitle, oeeValue, oeeProgress, oeeBreakdown], "sunk", "column", "s")
+oeeTitle = Heading("Overall Equipment Effectiveness", "h4")
+oeeValue = TextContent("84.7% — Target 85% (World Class)", "large-heavy")
+oeeProgress = Progress(84.7, "OEE")
+oeeBreakdown = Table([oeeMetricCol, oeeValueCol])
+oeeMetricCol = Col("Component", ["Availability", "Performance", "Quality"])
+oeeValueCol = Col("Value", ["92.1%", "89.4%", "96.8%"])
+unitsCard = Card([unitsTitle, unitsValue, unitsProgress, unitsDetail], "sunk", "column", "s")
+unitsTitle = Heading("Units Produced vs Today's Target", "h4")
+unitsValue = TextContent("7,842 / 10,000 units (78.4%)", "large-heavy")
+unitsProgress = Progress(78.4, "Progress 06:00-13:45")
+unitsDetail = TextContent("Pace: 1,020 u/hr • Remaining: 2,158 • Forecast: 10,240 by 22:00", "small")
+energyCard = Card([energyTitle, energyValue, energyProgress, energyDetail], "sunk", "column", "s")
+energyTitle = Heading("Energy Use Today", "h4")
+energyValue = TextContent("2,340 kWh / 3,100 kWh budget", "large-heavy")
+energyProgress = Progress(75.5, "75.5% of daily budget")
+energyDetail = TextContent("Peak 412 kW at 10:30 • Cost $281 • vs Yesterday -6.2%", "small")
+safetyCard = Card([safetyTitle, safetyValue, safetyDetail, safetyBadge], "sunk", "column", "s")
+safetyTitle = Heading("Safety", "h4")
+safetyValue = TextContent("3 incidents YTD • 42 days since last", "large-heavy")
+safetyDetail = TextContent("Last: 07 Jul 2026 — Minor cut Line 2 • TRIR 1.4 • Near misses: 5", "small")
+safetyBadge = Badge("42 Days LTI-Free", "secondary")
+linesSection = Card([linesHeader, linesTable, lineFocusForm], "card", "column", "m")
+linesHeader = CardHeader("Production Lines — Rate & Status", "4 lines • Tap View for detail • Use focus filter to isolate line")
+linesTable = Table([lineNameCol, lineRateCol, lineStatusCol, lineOeeCol, lineActionCol])
+lineNameCol = Col("Line", ["Line 1 — Assembly A", "Line 2 — Assembly B", "Line 3 — CNC Cell", "Line 4 — Packaging"])
+lineRateCol = Col("Rate (u/hr)", ["1,180", "1,050", "0", "890"])
+lineStatusCol = Col("Status", ["Running", "Running - Degraded", "Stopped", "Running"])
+lineOeeCol = Col("OEE", ["88.2%", "81.4%", "0%", "86.9%"])
+lineActionCol = Col("Action", ["View", "View", "View", "View"], "action")
+lineFocusForm = Form("line-focus", lineFocusButtons, [lineFocusField])
+lineFocusField = FormControl("Focus on one line", lineFocusSelect, "Filters charts, alerts and tables below")
+lineFocusSelect = Select("focus_line", [focusL1, focusL2, focusL3, focusL4], "Select line to focus")
+focusL1 = SelectItem("line1", "Line 1 — Assembly A")
+focusL2 = SelectItem("line2", "Line 2 — Assembly B")
+focusL3 = SelectItem("line3", "Line 3 — CNC Cell")
+focusL4 = SelectItem("line4", "Line 4 — Packaging")
+lineFocusButtons = Buttons([focusBtn, clearFocusBtn], "row")
+focusBtn = Button("Focus View", null, "primary")
+clearFocusBtn = Button("Clear Filter", null, "tertiary")
+chartsRow1 = Card([defectChartCard, downtimeCard], "clear", "row", "m", "stretch", "between", true)
+defectChartCard = Card([defectHeader, defectChart, defectNote], "card", "column", "s")
+defectHeader = CardHeader("Defect Rate — Past Month", "Daily % defective • Target 1.20%")
+defectChart = LineChart(["Jul 20", "Jul 27", "Aug 03", "Aug 10", "Aug 17"], [defectSeries, defectTargetSeries], "natural", "Date", "%")
+defectSeries = Series("Defect Rate", [1.8, 1.65, 1.42, 1.55, 1.31])
+defectTargetSeries = Series("Target", [1.2, 1.2, 1.2, 1.2, 1.2])
+defectNote = TextContent("Trend: -0.49pp vs 4 weeks ago • Best day: 17 Aug (1.31%)", "small")
+downtimeCard = Card([downtimeHeader, downtimeChart, downtimeLegend], "card", "column", "s")
+downtimeHeader = CardHeader("Downtime Split by Cause", "Today 06:00-13:45 • Total 94 min")
+downtimeChart = PieChart(["Mechanical", "Electrical", "Material Shortage", "Changeover", "Quality Hold"], [38, 22, 18, 12, 4], "donut", "circular")
+downtimeLegend = TextContent("Mechanical 38 min (Line 3 torque) • Electrical 22 min • Material 18 min • Changeover 12 min", "small")
+shiftCard = Card([shiftHeader, shiftChart], "card", "column", "s")
+shiftHeader = CardHeader("Shift Output Compared", "Units per 8h shift — Last 7 days + Today (partial)")
+shiftChart = BarChart(["Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Today"], [shiftDaySeries, shiftAfternoonSeries, shiftNightSeries], "grouped", "Date", "Units")
+shiftDaySeries = Series("Day (06-14)", [9840, 10120, 9680, 10240, 9980, 10150, 7842])
+shiftAfternoonSeries = Series("Afternoon (14-22)", [9520, 9780, 10100, 9650, 10020, 9870, 0])
+shiftNightSeries = Series("Night (22-06)", [8900, 9200, 9050, 9320, 9150, 9400, 0])
+inventoryRow = Card([stockCard, deliveriesCard], "clear", "row", "m", "stretch", "between", true)
+stockCard = Card([stockHeader, stockWarning, steelProgress, resinProgress, packagingProgress, stockTable], "card", "column", "s")
+stockHeader = CardHeader("Stock — Steel, Resin & Packaging", "Reorder alerts • Updated 13:30")
+stockWarning = Callout("warning", "Low Stock Alert", "Resin pellets at 28% — below reorder point 1.5t. Delivery due Tue 19 Aug 09:00.")
+steelProgress = Progress(62, "Steel Coil — 6.2t / 10t (62%)")
+resinProgress = Progress(28, "Resin Pellets — 1.4t / 5t (28% — LOW)")
+packagingProgress = Progress(74, "Packaging — 14,800 / 20,000 pcs (74%)")
+stockTable = Table([materialCol, onHandCol, reorderCol, statusCol])
+materialCol = Col("Material", ["Steel Coil", "Resin Pellets", "Packaging Cartons"])
+onHandCol = Col("On Hand", ["6.2 t", "1.4 t", "14,800 pcs"])
+reorderCol = Col("Reorder At", ["3.0 t", "1.5 t", "5,000 pcs"])
+statusCol = Col("Status", ["OK", "Reorder Soon", "OK"])
+deliveriesCard = Card([deliveriesHeader, deliveriesTable], "card", "column", "s")
+deliveriesHeader = CardHeader("Supplier Deliveries Due This Week", "Week 34 • 4 inbound")
+deliveriesTable = Table([supplierCol, materialDelCol, etaCol, statusDelCol])
+supplierCol = Col("Supplier", ["Arcelor Steel", "PolySource Inc.", "PackCo", "Arcelor Steel"])
+materialDelCol = Col("Material", ["Steel 2.0mm", "Resin ABS-450", "Cartons 12x8", "Steel 1.5mm"])
+etaCol = Col("ETA", ["Mon 18 Aug 15:00", "Tue 19 Aug 09:00", "Wed 20 Aug 11:30", "Fri 22 Aug 14:00"])
+statusDelCol = Col("Status", ["In Transit", "Confirmed", "Delayed +1d", "Scheduled"])
+combinedRow = Card([maintenanceDueCard, qualityHoldCard], "clear", "row", "m", "stretch", "between", true)
+maintenanceDueCard = Card([maintDueHeader, maintDueTable], "card", "column", "s")
+maintDueHeader = CardHeader("Machines Due for Maintenance", "Next 7 days • 5 assets")
+maintDueTable = Table([machineCol, dueCol, typeCol, hoursCol])
+machineCol = Col("Machine", ["CNC-03 (Line 3)", "Press-01 (Line 1)", "Robot-04 (Line 4)", "Conveyor-02 (Line 2)", "Welder-07 (Line 1)"])
+dueCol = Col("Due", ["Today", "Tomorrow", "20 Aug", "22 Aug", "24 Aug"])
+typeCol = Col("Type", ["Preventive", "Calibration", "Lubrication", "Inspection", "Preventive"])
+hoursCol = Col("Hours Since Last", ["498h", "720h", "502h", "245h", "489h"])
+qualityHoldCard = Card([holdHeader, holdTable, holdActions], "card", "column", "s")
+holdHeader = CardHeader("Batches on Quality Hold", "3 batches • 4,200 units blocked")
+holdTable = Table([batchCol, lineHoldCol, reasonCol, holdSinceCol])
+batchCol = Col("Batch ID", ["B-2841", "B-2837", "B-2839"])
+lineHoldCol = Col("Line", ["Line 4", "Line 2", "Line 1"])
+reasonCol = Col("Reason", ["Visual defect", "Dimensional fail", "Torque out-of-spec"])
+holdSinceCol = Col("On Hold Since", ["13:21 Today", "08:15 Today", "Yesterday 16:40"])
+holdActions = Buttons([releaseBtn, inspectBtn], "row")
+releaseBtn = Button("Review Holds", null, "primary")
+inspectBtn = Button("Open QC Log", null, "secondary")
+workOrdersCard = Card([woHeader, woTable], "card", "column", "s")
+woHeader = CardHeader("Open Work Orders with Priority", "8 open • 5 shown • Sorted Critical → Low")
+woTable = Table([woIdCol, woDescCol, woPriorityCol, woAssigneeCol])
+woIdCol = Col("WO ID", ["WO-1842", "WO-1845", "WO-1839", "WO-1840", "WO-1833"])
+woDescCol = Col("Description", ["Replace torque driver L3-S4", "Clear resin jam L1", "Calibrate Press-01", "Fix sensor L2-S2", "Inspect conveyor belt"])
+woPriorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+woAssigneeCol = Col("Assignee", ["M. Torres", "K. Patel", "Unassigned", "J. Reyes", "S. Kim"])
+maintenanceSection = Card([maintFormHeader, maintForm], "sunk", "column", "m")
+maintFormHeader = CardHeader("Schedule Maintenance", "Create work order — machine + date required")
+maintForm = Form("schedule-maintenance", maintFormButtons, [maintMachineField, maintDateField, maintTypeField, maintNotesField])
+maintMachineField = FormControl("Machine", maintMachineSelect, "Choose asset")
+maintMachineSelect = Select("machine", [mOpt1, mOpt2, mOpt3, mOpt4, mOpt5], "Select machine")
+mOpt1 = SelectItem("CNC-03", "CNC-03 — Line 3 CNC Cell")
+mOpt2 = SelectItem("Press-01", "Press-01 — Line 1 Assembly A")
+mOpt3 = SelectItem("Robot-04", "Robot-04 — Line 4 Packaging")
+mOpt4 = SelectItem("Conveyor-02", "Conveyor-02 — Line 2")
+mOpt5 = SelectItem("Welder-07", "Welder-07 — Line 1")
+maintDateField = FormControl("Date & Time", maintDatePicker, "Planned window — line will be flagged")
+maintDatePicker = DatePicker("maint_date", "single")
+maintTypeField = FormControl("Maintenance Type", maintTypeRadio)
+maintTypeRadio = RadioGroup("maint_type", [typePrev, typeCorr, typeCal], "preventive")
+typePrev = RadioItem("Preventive", "Scheduled service", "preventive")
+typeCorr = RadioItem("Corrective", "Fix known fault", "corrective")
+typeCal = RadioItem("Calibration", "Accuracy check", "calibration")
+maintNotesField = FormControl("Notes", maintNotesInput, "Optional details, parts needed")
+maintNotesInput = TextArea("notes", "Describe task, parts, lockout required...", 3)
+maintFormButtons = Buttons([scheduleBtn, cancelMaintBtn], "row")
+scheduleBtn = Button("Schedule Maintenance", null, "primary")
+cancelMaintBtn = Button("Cancel", null, "tertiary")
+footerActions = Card([exportHeader, exportButtons, exportHint], "card", "column", "s")
+exportHeader = CardHeader("Shift Report Export", "Export today's data for handover")
+exportButtons = Buttons([exportPdfBtn, exportCsvBtn, exportSendBtn], "row")
+exportPdfBtn = Button("Export Shift Report PDF", null, "primary")
+exportCsvBtn = Button("Export CSV", null, "secondary")
+exportSendBtn = Button("Email to Manager", null, "tertiary")
+exportHint = TextContent("Includes OEE, output vs target, downtime, defects, energy, work orders & holds • Generated 13:45", "small")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..45d616d4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-plant__r4.txt
@@ -0,0 +1,141 @@
+root = Card([header, andonSection, kpiRow, focusForm, linesSection, chartRowA, inventoryRow, middleRow, bottomRow, scheduleExportRow, footer], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant A — North Hall • 18 Aug 2026 13:42 • Shift: Day (06:00-14:00) • Supervisor: M. Reyes")
+andonSection = Card([andonHeader, andonAlert1, andonAlert2, andonAlert3], "card", "column", "s")
+andonHeader = Heading("16. Live Andon Alerts — Real-Time", "h3")
+andonAlert1 = Alert("Line 3 — Assembly A STOPPED", "Station 4 jam detected at 13:18 • Operator: J. Park • Response team paged — 24 min downtime", "destructive")
+andonAlert2 = Callout("warning", "Line 2 — Quality Warning", "Defect spike: 4.2% last hour vs 1.9% avg. Auto-inspection flagged 12 units.")
+andonAlert3 = Callout("info", "Line 5 — Changeover In Progress", "Packaging line idle for SKU change 13:00-14:30 • ETA 48 min remaining • Crew: K. Singh")
+kpiRow = Card([oeeCard, targetCard, safetyCard], "clear", "row", "m")
+oeeCard = Card([oeeTitle, oeeValueText, oeeProgress, oeeTable], "sunk", "column", "s")
+oeeTitle = Heading("1. Overall Equipment Effectiveness (OEE)", "h4")
+oeeValueText = TextContent("**78.4%** Overall • Availability 89.2% • Performance 92.1% • Quality 95.4%", "large-heavy")
+oeeProgress = Progress(78.4, "OEE vs 85% Target")
+oeeTable = Table([oeeMetricCol, oeeActualCol, oeeTargetCol])
+oeeMetricCol = Col("Metric", ["Availability", "Performance", "Quality"])
+oeeActualCol = Col("Actual", ["89.2%", "92.1%", "95.4%"])
+oeeTargetCol = Col("Target", ["90%", "95%", "99%"])
+targetCard = Card([targetTitle, targetNumbers, targetProgress, targetForecast], "sunk", "column", "s")
+targetTitle = Heading("2. Units Produced vs Today's Target", "h4")
+targetNumbers = TextContent("**8,420 / 12,000** units (70.2%) • Remaining: 3,580", "large-heavy")
+targetProgress = Progress(70.2, "Shift Progress — 7.7h elapsed / 12h")
+targetForecast = TextContent("Pace: 1,093 u/hr avg • Projected close: ~11,850 units • Behind by 150 units", "small")
+safetyCard = Card([safetyTitle, safetyKPI, safetyBadgeRow, safetyDetail], "sunk", "column", "s")
+safetyTitle = Heading("10. Safety — Incidents This Year & Days Since Last", "h4")
+safetyKPI = TextContent("**2 incidents YTD** • **47 days since last** (02 Jul 2026 — Slip, Line 4)", "large")
+safetyBadgeRow = TagBlock(["TRIR 1.2", "LTIFR 0.0", "Audits 12/12", "Days Since Last: 47"])
+safetyDetail = TextContent("Last incident: Minor slip, no lost time • Next toolbox talk: Thu 21 Aug 06:15 • Near-misses this month: 1", "small")
+focusForm = Form("line-focus", focusButtons, [focusField])
+focusField = FormControl("15. Focus on One Line", focusSelect, "Filter the line table and charts to a single line")
+focusSelect = Select("focus_line", [focusAll, focusL1, focusL2, focusL3, focusL4, focusL5], "All Lines", null, "all")
+focusAll = SelectItem("all", "All Lines (Overview)")
+focusL1 = SelectItem("L1", "Line 1 — Stamping")
+focusL2 = SelectItem("L2", "Line 2 — Injection Molding")
+focusL3 = SelectItem("L3", "Line 3 — Assembly A")
+focusL4 = SelectItem("L4", "Line 4 — Assembly B")
+focusL5 = SelectItem("L5", "Line 5 — Packaging")
+focusButtons = Buttons([applyFocusBtn, clearFocusBtn])
+applyFocusBtn = Button("Apply Focus", null, "primary")
+clearFocusBtn = Button("Reset View", null, "secondary")
+linesSection = Card([linesHeader, linesTable, linesNote], "card", "column", "s")
+linesHeader = Heading("3. Each Production Line — Rate & Status", "h3")
+linesTable = Table([lineCol, statusCol, rateCol, outputCol, oeeLineCol])
+lineCol = Col("Line", ["L1 Stamping", "L2 Injection", "L3 Assembly A", "L4 Assembly B", "L5 Packaging"])
+statusCol = Col("Status", ["● Running", "● Running — Degraded", "■ Down — Jam", "● Running", "◐ Idle — Changeover"])
+rateCol = Col("Rate (u/hr)", ["142", "98", "0", "165", "0"])
+outputCol = Col("Output Today", ["1,840", "1,310", "890", "2,120", "1,260"])
+oeeLineCol = Col("OEE", ["81%", "76%", "42%", "84%", "68%"])
+linesNote = TextContent("Tap Apply Focus above to isolate one line • Andon lights sync every 30s", "small")
+chartRowA = Card([defectCard, downtimeCard], "clear", "row", "m")
+defectCard = Card([defectHeader, defectChart, defectNote], "sunk", "column", "s")
+defectHeader = Heading("4. Defect Rate — Past Month", "h4")
+defectChart = LineChart(["22 Jul", "29 Jul", "05 Aug", "12 Aug", "18 Aug"], [defectSeries], "natural", "Week", "% Defective")
+defectSeries = Series("Defect %", [2.8, 3.1, 2.4, 2.1, 1.9])
+defectNote = TextContent("Avg 2.46% • Target <2.0% • Trend: ↓ improving 7 days • Best: 1.7% on 17 Aug", "small")
+downtimeCard = Card([downtimeHeader, downtimeChart, downtimeNote], "sunk", "column", "s")
+downtimeHeader = Heading("5. Downtime Split by Cause — Today 94 min", "h4")
+downtimeChart = PieChart(["Mechanical", "Changeover", "Material Shortage", "Quality Hold", "Electrical"], [42, 28, 15, 9, 6], "donut")
+downtimeNote = TextContent("Largest: Mechanical 39.5 min (Press 04 bearing) • Changeover 26.3 min", "small")
+inventoryRow = Card([maintenanceCard, stockCard, deliveriesCard], "clear", "row", "m")
+maintenanceCard = Card([maintHeader, maintList], "sunk", "column", "s")
+maintHeader = Heading("6. Machines Due for Maintenance", "h4")
+maintList = ListBlock([maint1, maint2, maint3, maint4], "number")
+maint1 = ListItem("CNC Press 04 — OVERDUE 2 days", "Due 19 Aug • Bearing replacement • 4h window", null, "Schedule")
+maint2 = ListItem("Injection Molder IM-2", "Due 20 Aug • Nozzle clean & heater check • 1.5h", null, "Schedule")
+maint3 = ListItem("Robot Arm RA-7", "Due 22 Aug • Calibration • 2h", null, "Schedule")
+maint4 = ListItem("Conveyor CV-3", "Due 25 Aug • Belt tension & alignment • 1h", null, "Schedule")
+stockCard = Card([stockHeader, stockTable, stockCallout], "sunk", "column", "s")
+stockHeader = Heading("7. Stock — Steel, Resin & Packaging", "h4")
+stockTable = Table([stockMatCol, stockOnHandCol, stockMinCol, stockStatusCol])
+stockMatCol = Col("Material", ["Steel Coil", "Resin Pellets", "Packaging Cartons"])
+stockOnHandCol = Col("On Hand", ["4.2 t", "1,850 kg", "8,400 units"])
+stockMinCol = Col("Min Level", ["5.0 t", "1,000 kg", "10,000 units"])
+stockStatusCol = Col("Status", ["LOW", "OK", "LOW"])
+stockCallout = Callout("warning", "Reorder Alert", "Steel & cartons below minimum — deliveries en route this week.")
+deliveriesCard = Card([deliveriesHeader, deliveriesTable], "sunk", "column", "s")
+deliveriesHeader = Heading("8. Supplier Deliveries Due This Week", "h4")
+deliveriesTable = Table([delivMatCol, delivSupplierCol, delivDueCol, delivStatusCol])
+delivMatCol = Col("Material", ["Steel Coil 5t", "Resin 1t", "Cartons 12k"])
+delivSupplierCol = Col("Supplier", ["ArcelorMittal", "PolyChem", "PackCo"])
+delivDueCol = Col("Due", ["Tue 19 Aug", "Wed 20 Aug", "Fri 22 Aug"])
+delivStatusCol = Col("Status", ["In Transit", "Confirmed", "Delayed — ETA Mon"])
+middleRow = Card([shiftCard, qualityHoldCard], "clear", "row", "m")
+shiftCard = Card([shiftHeader, shiftChart, shiftNote], "sunk", "column", "s")
+shiftHeader = Heading("9. Each Shift's Output Compared", "h4")
+shiftChart = BarChart(["Night (22-06)", "Day (06-14) *today", "Afternoon (14-22)"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units", [7850, 8420, 9110])
+shiftNote = TextContent("Yesterday total: 16,960 • Best shift this week: Afternoon Mon 9,430 units", "small")
+qualityHoldCard = Card([holdHeader, holdTable, holdCallout], "sunk", "column", "s")
+holdHeader = Heading("11. Batches on Quality Hold", "h4")
+holdTable = Table([holdBatchCol, holdLineCol, holdQtyCol, holdReasonCol])
+holdBatchCol = Col("Batch", ["B-8821", "B-8827", "B-8830"])
+holdLineCol = Col("Line", ["L2", "L3", "L1"])
+holdQtyCol = Col("Qty", ["480", "320", "150"])
+holdReasonCol = Col("Reason", ["Dimensional drift", "Paint defect", "Weld porosity"])
+holdCallout = Callout("error", "950 units quarantined", "MRB review today 14:30 • QA Lead: S. Alvarez")
+bottomRow = Card([energyCard, workOrdersCard], "clear", "row", "m")
+energyCard = Card([energyHeader, energyKPI, energyChart, energyNote], "sunk", "column", "s")
+energyHeader = Heading("12. Energy Use Today", "h4")
+energyKPI = TextContent("**4,645 kWh** so far (06:00-13:42) • Target 6,800 kWh/day • Avg 592 kW", "large")
+energyChart = AreaChart(["06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00"], [energySeries], "natural", "Hour", "kWh")
+energySeries = Series("kWh", [420, 580, 610, 640, 590, 620, 605, 580])
+energyNote = TextContent("Peak 640 kWh at 09:00 (all lines running) • On track vs budget", "small")
+workOrdersCard = Card([woHeader, woTable], "sunk", "column", "s")
+woHeader = Heading("13. Open Work Orders with Priority", "h4")
+woTable = Table([woIdCol, woMachineCol, woDescCol, woPrioCol, woStatusCol])
+woIdCol = Col("WO ID", ["WO-1043", "WO-1041", "WO-1045", "WO-1048"])
+woMachineCol = Col("Machine / Line", ["L3 Assembly A", "Press 04", "Conveyor CV-3", "Facility HVAC"])
+woDescCol = Col("Description", ["Clear station 4 jam", "Replace die set", "Belt inspection", "Replace filters"])
+woPrioCol = Col("Priority", ["CRITICAL", "HIGH", "MEDIUM", "LOW"])
+woStatusCol = Col("Status", ["In Progress", "Open", "Open", "Open"])
+scheduleExportRow = Card([scheduleFormCard, exportCard], "clear", "row", "m")
+scheduleFormCard = Card([scheduleHeader, scheduleForm], "card", "column", "s")
+scheduleHeader = Heading("14. Schedule Maintenance — Machine & Date", "h4")
+scheduleForm = Form("schedule-maintenance", scheduleButtons, [schedMachineField, schedDateField, schedTypeField, schedNoteField])
+schedMachineField = FormControl("Machine", schedMachineSelect, "Choose equipment due or any asset")
+schedMachineSelect = Select("machine", [mOpt1, mOpt2, mOpt3, mOpt4, mOpt5], "Select machine")
+mOpt1 = SelectItem("press04", "CNC Press 04")
+mOpt2 = SelectItem("im2", "Injection Molder IM-2")
+mOpt3 = SelectItem("ra7", "Robot Arm RA-7")
+mOpt4 = SelectItem("cv3", "Conveyor CV-3")
+mOpt5 = SelectItem("l3", "Line 3 Assembly A")
+schedDateField = FormControl("Date", schedDatePicker, "Preferred downtime window")
+schedDatePicker = DatePicker("date", "single")
+schedTypeField = FormControl("Work Type", schedTypeRadio)
+schedTypeRadio = RadioGroup("type", [typePrev, typeCorr, typeCal])
+typePrev = RadioItem("Preventive", "Scheduled upkeep", "preventive")
+typeCorr = RadioItem("Corrective", "Fix known issue", "corrective")
+typeCal = RadioItem("Calibration", "Accuracy check", "calibration")
+schedNoteField = FormControl("Notes", schedNotes)
+schedNotes = TextArea("notes", "Describe task, parts needed, lockout required...", 3)
+scheduleButtons = Buttons([schedSubmit, schedCancel])
+schedSubmit = Button("Schedule Maintenance", null, "primary")
+schedCancel = Button("Clear", null, "tertiary")
+exportCard = Card([exportHeader, exportText, exportButtons, exportNote], "sunk", "column", "s")
+exportHeader = Heading("17. Export Shift Report", "h4")
+exportText = TextContent("Generate report for current Day shift (06:00-14:00) — includes OEE, output vs target, downtime, defects, energy & holds.", "small")
+exportButtons = Buttons([exportPdfBtn, exportCsvBtn, exportSendBtn])
+exportPdfBtn = Button("Export PDF Report", null, "primary")
+exportCsvBtn = Button("Export CSV Data", null, "secondary")
+exportSendBtn = Button("Email to Supervisor", null, "tertiary")
+exportNote = TextContent("Last export: Today 06:12 by J. Park • Auto-export at shift end 14:00", "small")
+footer = TextContent("Last sync: 13:42:11 • Data refresh 30s • Andon: ONLINE • MES: Connected • Energy meter: Live", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..1cc738fd6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r1.txt
@@ -0,0 +1,118 @@
+root = Card([header, kpiRow, rowA, rowB, rowC, deliveryCard, contentRow, searchesCard, opsRow, followUps], "card", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live ops • May 18, 2026 • 14:32 UTC • All regions")
+kpiRow = Card([viewersCard, bufferingCard, recClickCard], "card", "row", "m")
+viewersCard = Card([viewersHeader, viewersValue, viewersBadgeRow], "sunk", "column", "s")
+viewersHeader = CardHeader("Viewers watching right now", "Live concurrent • updates every 10s")
+viewersValue = TextContent("184,732", "large-heavy")
+viewersBadgeRow = Card([viewersBadge, viewersDelta], "clear", "row", "s")
+viewersBadge = Badge("● LIVE", "destructive")
+viewersDelta = Badge("▲ 12.4% vs yesterday", "success")
+bufferingCard = Card([bufferingHeader, bufferingProgress, bufferingCaption], "sunk", "column", "s")
+bufferingHeader = CardHeader("Buffering rate", "Rebuffer events / playback hours")
+bufferingProgress = Progress(2.8, "2.8% — within SLA (<3.0%)")
+bufferingCaption = TextContent("P95 start time 1.2s • Error rate 0.14% • 4,812 events / hr", "small")
+recClickCard = Card([recHeader, recProgress, recCaption], "sunk", "column", "s")
+recHeader = CardHeader("Recommendations clicked", "How often recommendations get clicked")
+recProgress = Progress(18.6, "18.6% CTR")
+recCaption = TextContent("4.2M impressions today • 783K clicks • +1.3% vs last week", "small")
+rowA = Card([topTitlesCard, watchTimeCard], "clear", "row", "m")
+topTitlesCard = Card([topTitlesHeader, topTitlesBar], "card", "column", "s")
+topTitlesHeader = CardHeader("Most-watched titles", "Hours watched • last 7 days (in thousands)")
+topTitlesBar = HorizontalBarChart(["The Night Archive", "Orbital Heist", "Chef's Table: Seoul", "Echo Ridge", "Dino Squad"], [topTitlesSeries], "grouped", "Hours (k)", "Title")
+topTitlesSeries = Series("Hours (k)", [482, 395, 312, 278, 210])
+watchTimeCard = Card([watchTimeHeader, watchTimeArea], "card", "column", "s")
+watchTimeHeader = CardHeader("Watch time — past month", "Total hours streamed • Apr 21 – May 18")
+watchTimeArea = AreaChart(["Apr 21-27", "Apr 28-May 4", "May 5-11", "May 12-18"], [watchTimeSeries], "natural", "Week", "Hours (M)")
+watchTimeSeries = Series("Hours (M)", [1.18, 1.32, 1.41, 1.56])
+rowB = Card([subsCard, genreCard], "clear", "row", "m")
+subsCard = Card([subsHeader, subsBar], "card", "column", "s")
+subsHeader = CardHeader("New subscribers vs cancellations", "Weekly net growth • past 4 weeks")
+subsBar = BarChart(["Apr 21-27", "Apr 28-May 4", "May 5-11", "May 12-18"], [subsNewSeries, subsCancelSeries], "grouped", "Week", "Accounts")
+subsNewSeries = Series("New subscribers", [12400, 13800, 15200, 14100])
+subsCancelSeries = Series("Cancellations", [8200, 9100, 8800, 10200])
+genreCard = Card([genreHeader, genreRadar], "card", "column", "s")
+genreHeader = CardHeader("Performance by genre", "Hours index vs completion rate")
+genreRadar = RadarChart(["Drama", "Action", "Comedy", "Documentary", "Kids", "Sci-Fi"], [genreHoursSeries, genreCompletionSeries])
+genreHoursSeries = Series("Hours index", [85, 92, 68, 74, 61, 88])
+genreCompletionSeries = Series("Completion %", [78, 65, 82, 88, 91, 70])
+rowC = Card([revenueCard, deviceCard], "clear", "row", "m")
+revenueCard = Card([revenueHeader, revenuePie], "card", "column", "s")
+revenueHeader = CardHeader("Revenue split by plan", "MRR share • May MTD $4.82M")
+revenuePie = PieChart(["Basic $9.99", "Standard $15.99", "Premium $19.99", "Annual $149"], [22, 35, 28, 15], "donut", "circular")
+deviceCard = Card([deviceHeader, devicePie], "card", "column", "s")
+deviceHeader = CardHeader("Viewing split by device", "Share of watch hours • today")
+devicePie = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [42, 28, 18, 7, 5], "donut", "circular")
+deliveryCard = Card([deliveryHeader, regionFilterForm, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery health by region", "CDN + origin • last 15 min")
+regionFilterForm = Form("region-focus", regionFilterButtons, [regionField])
+regionField = FormControl("Focus on one region", regionSelect, "Filters table and charts below to a single region")
+regionSelect = Select("region", [optAll, optUSEast, optUSWest, optEUWest, optEUEast, optAPAC, optLATAM], "All regions")
+optAll = SelectItem("all", "All regions — Global view")
+optUSEast = SelectItem("us-east", "US-East")
+optUSWest = SelectItem("us-west", "US-West")
+optEUWest = SelectItem("eu-west", "EU-West")
+optEUEast = SelectItem("eu-east", "EU-East")
+optAPAC = SelectItem("apac", "APAC")
+optLATAM = SelectItem("latam", "LATAM")
+regionFilterButtons = Buttons([applyRegionBtn], "row")
+applyRegionBtn = Button("Apply filter", null, "primary", "normal", "small")
+deliveryTable = Table([colRegion, colHealth, colLatency, colError])
+colRegion = Col("Region", ["US-East", "US-West", "EU-West", "EU-East", "APAC", "LATAM"])
+colHealth = Col("Health", ["98.9% OK", "99.2% OK", "97.4% Degraded", "99.0% OK", "96.1% Degraded", "98.5% OK"])
+colLatency = Col("Avg latency", ["42 ms", "38 ms", "67 ms", "51 ms", "89 ms", "73 ms"])
+colError = Col("Error rate", ["0.08%", "0.06%", "0.31%", "0.11%", "0.42%", "0.19%"])
+contentRow = Card([releasesCard, licensesCard], "clear", "row", "m")
+releasesCard = Card([releasesHeader, releasesList], "card", "column", "s")
+releasesHeader = CardHeader("Releases coming this month", "May 19 – May 31 • 6 titles")
+releasesList = ListBlock([rel1, rel2, rel3, rel4, rel5], "number")
+rel1 = ListItem("Orbital Heist — S2", "May 22 • Action • 8 eps • Global premiere")
+rel2 = ListItem("The Night Archive — Finale", "May 24 • Drama • 1 ep • 90 min")
+rel3 = ListItem("Chef's Table: Seoul", "May 26 • Documentary • 4K HDR")
+rel4 = ListItem("Dino Squad — Movie", "May 28 • Kids • Licensed • All regions")
+rel5 = ListItem("Echo Ridge: Live Concert", "May 30 • Live • 20:00 UTC")
+licensesCard = Card([licensesHeader, licensesAlert, licensesTable], "card", "column", "s")
+licensesHeader = CardHeader("Licenses expiring soon", "Requires renewal action")
+licensesAlert = Alert("3 licenses expire in <14 days", "Contact content ops to renew or schedule removal from catalog", "warning")
+licensesTable = Table([colLicTitle, colLicExpiry, colLicDays])
+colLicTitle = Col("Title", ["Midnight Run (1988)", "Galaxy Quest", "Nordic Crimes S1-3", "Safari Kids S2"])
+colLicExpiry = Col("Expiry", ["2026-05-29", "2026-06-02", "2026-06-08", "2026-06-18"])
+colLicDays = Col("Days left", ["11", "15", "21", "31"])
+searchesCard = Card([searchesHeader, searchesTable], "card", "column", "s")
+searchesHeader = CardHeader("Searches that ended without playback", "Top zero-play queries • last 24h")
+searchesTable = Table([colSearchTerm, colSearchCount, colNoPlay])
+colSearchTerm = Col("Search term", ["free movies", "orbital heist season 1", "4k nature", "dino squad game", "live football"])
+colSearchCount = Col("Searches", ["8,420", "6,110", "5,340", "4,880", "4,210"])
+colNoPlay = Col("No-playback", ["68%", "41%", "55%", "73%", "62%"])
+opsRow = Card([flagsCard, promoCard], "clear", "row", "m")
+flagsCard = Card([flagsHeader, flagsSwitch], "card", "column", "s")
+flagsHeader = CardHeader("Feature flags", "State for each flag • toggle to change rollout")
+flagsSwitch = SwitchGroup("feature-flags", [flag1, flag2, flag3, flag4, flag5], "card", [])
+flag1 = SwitchItem("New player UI (v2.4)", "Enabled for 25% • EU-West only", "flag_player_v2", true)
+flag2 = SwitchItem("AI recommendations v3", "Enabled globally", "flag_rec_v3", true)
+flag3 = SwitchItem("Autoplay next episode", "Enabled globally", "flag_autoplay", true)
+flag4 = SwitchItem("4K HDR fallback", "Disabled • testing", "flag_hdr_fallback", false)
+flag5 = SwitchItem("Kids profile PIN", "Enabled for 100%", "flag_kids_pin", true)
+promoCard = Card([promoHeader, promoForm], "card", "column", "s")
+promoHeader = CardHeader("Promote a title on the home screen", "Hero / rail placement")
+promoForm = Form("promote-title", promoButtons, [promoTitleField, promoSlotField, promoDurationField])
+promoTitleField = FormControl("Title to promote", promoTitleSelect)
+promoTitleSelect = Select("promo_title", [promoOpt1, promoOpt2, promoOpt3, promoOpt4, promoOpt5], "Select a title")
+promoOpt1 = SelectItem("night_archive", "The Night Archive")
+promoOpt2 = SelectItem("orbital_heist", "Orbital Heist S2")
+promoOpt3 = SelectItem("chefs_seoul", "Chef's Table: Seoul")
+promoOpt4 = SelectItem("echo_ridge", "Echo Ridge")
+promoOpt5 = SelectItem("dino_squad", "Dino Squad — Movie")
+promoSlotField = FormControl("Placement", promoSlotSelect)
+promoSlotSelect = Select("promo_slot", [promoSlotHero, promoSlotRow, promoSlotRail], "Choose slot")
+promoSlotHero = SelectItem("hero", "Home Hero — Top banner")
+promoSlotRow = SelectItem("row_top", "Top Row — Continue Watching rail")
+promoSlotRail = SelectItem("rail_genre", "Genre Rail — Action/Drama")
+promoDurationField = FormControl("Duration", promoDurationInput, "Dates visible on home screen")
+promoDurationInput = DatePicker("promo_dates", "range", [], [])
+promoButtons = Buttons([promoBtn, promoClearBtn], "row")
+promoBtn = Button("Promote now", null, "primary", "normal", "medium")
+promoClearBtn = Button("Clear", null, "tertiary", "normal", "medium")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show buffering rate by region for APAC")
+fu2 = FollowUpItem("Export most-watched titles CSV")
+fu3 = FollowUpItem("Schedule renewal for Midnight Run")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..aa1b2063c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r2.txt
@@ -0,0 +1,143 @@
+root = Card([header, regionFilterCard, kpiRow, watchTimeCard, subsCard, mostWatchedCard, genreDeviceRevenueRow, deliveryCard, contentOpsRow, searchFailCard, flagsCard, promoteCard], "card", "column", "l")
+header = CardHeader("StreamPulse — Operations Room", "Live platform health • Content • Growth • Revenue • Auto-refresh every 30s • Last sync: 14:42 UTC")
+regionFilterCard = Card([regionFilterHeader, regionFilterForm], "sunk", "column", "m")
+regionFilterHeader = CardHeader("Region Focus (14)", "Filter the entire screen to one delivery region — affects KPIs, charts and delivery health")
+regionFilterForm = Form("region-focus", regionFilterButtons, [regionSelectField, compareField])
+regionSelectField = FormControl("Primary region", regionSelect)
+regionSelect = Select("region", [rGlobal, rUS, rEU, rAPAC, rLATAM], "Choose region", null, "global")
+rGlobal = SelectItem("global", "Global — All regions")
+rUS = SelectItem("us-east", "US East")
+rEU = SelectItem("eu-west", "EU West")
+rAPAC = SelectItem("apac", "APAC")
+rLATAM = SelectItem("latam", "LATAM")
+compareField = FormControl("Compare with", compareSelect)
+compareSelect = Select("compare", [cNone, cUS, cEU], "No comparison")
+cNone = SelectItem("none", "None")
+cUS = SelectItem("us-east", "US East")
+cEU = SelectItem("eu-west", "EU West")
+regionFilterButtons = Buttons([applyRegionBtn, resetRegionBtn])
+applyRegionBtn = Button("Apply region focus", null, "primary")
+resetRegionBtn = Button("Reset to Global", null, "tertiary")
+kpiRow = Card([kpiViewers, kpiBuffering, kpiReco], "clear", "row", "m")
+kpiViewers = Card([viewersLabel, viewersValue, viewersSub, viewersBadge], "card", "column", "s")
+viewersLabel = TextContent("VIEWERS WATCHING RIGHT NOW (1)", "small-heavy")
+viewersValue = TextContent("184,729", "large-heavy")
+viewersSub = TextContent("Concurrent streams • Peak today 212k at 20:15 UTC", "small")
+viewersBadge = Badge("▲ +3.2% vs 1h ago", "success")
+kpiBuffering = Card([bufferLabel, bufferValue, bufferProgress, bufferSub], "card", "column", "s")
+bufferLabel = TextContent("BUFFERING RATE (6)", "small-heavy")
+bufferValue = TextContent("0.42%", "large-heavy")
+bufferProgress = Progress(8, "Target <0.50% — Healthy")
+bufferSub = TextContent("P95 rebuffer 1.1s • 12.4k sessions affected • -0.07% vs yesterday", "small")
+kpiReco = Card([recoLabel, recoValue, recoProgress, recoSub], "card", "column", "s")
+recoLabel = TextContent("RECOMMENDATIONS CLICKED (10)", "small-heavy")
+recoValue = TextContent("18.7% CTR", "large-heavy")
+recoProgress = Progress(18, "Click-through rate")
+recoSub = TextContent("2.41M impressions • 448k clicks today • +1.4pp WoW", "small")
+watchTimeCard = Card([watchTimeHeader, watchTimeChart, watchTimeNote], "card", "column", "m")
+watchTimeHeader = CardHeader("Watch Time Over Past Month (3)", "Total hours watched per day — all regions • k hours")
+watchTimeChart = AreaChart(["May 20", "May 23", "May 26", "May 29", "Jun 01", "Jun 04", "Jun 07", "Jun 10", "Jun 13", "Jun 16", "Jun 18"], [watchSeries], "natural", "Date", "Hours (k)")
+watchSeries = Series("Watch Hours (k)", [412, 445, 438, 472, 498, 521, 489, 534, 567, 552, 581])
+watchTimeNote = TextContent("Jun MTD: 8.2M hours • +9.3% vs May MTD • Best day Jun 13 (567k)", "small")
+subsCard = Card([subsHeader, subsChart], "card", "column", "m")
+subsHeader = CardHeader("New Subscribers vs Cancellations (4)", "Weekly grouped • Last 30 days • Net growth highlighted")
+subsChart = BarChart(["W1 May 20-26", "W2 May 27-Jun02", "W3 Jun03-09", "W4 Jun10-16", "W5 Jun17-18"], [newSubsSeries, cancelSeries], "grouped", "Week", "Accounts")
+newSubsSeries = Series("New Subscribers", [12400, 13850, 15200, 14700, 6200])
+cancelSeries = Series("Cancellations", [8200, 7900, 9100, 8800, 3100])
+mostWatchedCard = Card([mostWatchedHeader, mostWatchedChart, mostWatchedTable], "card", "column", "m")
+mostWatchedHeader = CardHeader("Most-Watched Titles — Hours Watched (2)", "Top 6 titles • Last 7 days • Hours in thousands")
+mostWatchedChart = HorizontalBarChart(["Kids Quest", "Planet Blue S3", "Laugh Track", "Crown of Ashes", "Echo Protocol", "The Night Archive"], [hoursSeries], "grouped", "Hours (k)", "Title")
+hoursSeries = Series("Hours Watched (k)", [412, 487, 543, 621, 764, 892])
+mostWatchedTable = Table([mwTitleCol, mwHoursCol, mwShareCol, mwChangeCol])
+mwTitleCol = Col("Title", ["The Night Archive", "Echo Protocol", "Crown of Ashes", "Laugh Track", "Planet Blue S3", "Kids Quest"])
+mwHoursCol = Col("Hours (k)", ["892", "764", "621", "543", "487", "412"])
+mwShareCol = Col("Share", ["18.2%", "15.6%", "12.7%", "11.1%", "9.9%", "8.4%"])
+mwChangeCol = Col("WoW", ["+12%", "+4%", "-2%", "+9%", "+15%", "-6%"])
+genreDeviceRevenueRow = Card([genreCard, deviceCard, revenueCard], "clear", "row", "m")
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by Genre (5)", "Completion % vs Engagement score • Higher is better")
+genreChart = RadarChart(["Drama", "Sci-Fi", "Comedy", "Documentary", "Kids", "Thriller"], [genreCompletion, genreEngagement])
+genreCompletion = Series("Completion %", [78, 82, 65, 71, 88, 74])
+genreEngagement = Series("Engagement Score", [84, 79, 72, 68, 81, 77])
+deviceCard = Card([deviceHeader, deviceChart], "card", "column", "m")
+deviceHeader = CardHeader("Viewing Split by Device (13)", "Share of watch hours • Today")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [42, 28, 15, 9, 6], "donut", "circular")
+revenueCard = Card([revenueHeader, revenueChart, revenueNote], "card", "column", "m")
+revenueHeader = CardHeader("Revenue Split by Plan (12)", "MRR distribution • June MTD • $4.82M total")
+revenueChart = PieChart(["Premium 4K", "Standard", "Basic with Ads", "Annual"], [58, 24, 13, 5], "donut", "circular")
+revenueNote = TextContent("Premium 4K = 58% revenue on 34% of subscribers • Ad tier +22% MoM", "small")
+deliveryCard = Card([deliveryHeader, deliveryTable, deliveryChart], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery Health by Region (7)", "CDN hit rate • 5xx errors • P95 latency • Filtered by Region Focus (14)")
+deliveryTable = Table([delRegionCol, delHealthCol, delHitCol, delErrorCol, delLatencyCol])
+delRegionCol = Col("Region", ["US East", "EU West", "APAC", "LATAM", "Global"])
+delHealthCol = Col("Health", ["98.7%", "97.2%", "95.4%", "96.1%", "97.1%"])
+delHitCol = Col("CDN Hit %", ["96.2%", "94.8%", "91.3%", "92.7%", "94.1%"])
+delErrorCol = Col("5xx Error", ["0.12%", "0.18%", "0.31%", "0.24%", "0.19%"])
+delLatencyCol = Col("P95 Latency", ["42ms", "58ms", "89ms", "76ms", "61ms"])
+deliveryChart = HorizontalBarChart(["APAC", "LATAM", "EU West", "US East"], [healthSeries], "grouped", "Health %", "Region")
+healthSeries = Series("Delivery Health %", [95.4, 96.1, 97.2, 98.7])
+contentOpsRow = Card([releasesCard, licensesCard], "clear", "row", "m")
+releasesCard = Card([releasesHeader, releasesList], "card", "column", "m")
+releasesHeader = CardHeader("Releases Coming This Month (8)", "6 titles scheduled • Next 14 days")
+releasesList = ListBlock([rel1, rel2, rel3, rel4, rel5])
+rel1 = ListItem("Jun 21 — Echo Protocol S2", "Sci-Fi • 8 eps • Global premiere • Hero slot reserved")
+rel2 = ListItem("Jun 24 — Midnight Diner: Osaka", "Drama Film • 4K HDR • 12 subtitle langs")
+rel3 = ListItem("Jun 26 — Planet Blue S4 Trailer", "Documentary • Teaser • Auto-play on home")
+rel4 = ListItem("Jun 28 — Kids Quest: Summer Camp", "Kids Interactive • 6 eps • PIN gate")
+rel5 = ListItem("Jun 30 — Crown of Ashes Finale", "Drama • Live watch party • Chat enabled")
+licensesCard = Card([licensesHeader, licensesTable, licensesCallout], "card", "column", "m")
+licensesHeader = CardHeader("Licenses Expiring Soon (9)", "Action required within 30 days")
+licensesTable = Table([licTitleCol, licExpiryCol, licHoursCol, licStatusCol])
+licTitleCol = Col("Title", ["Velocity Rush", "Nordic Noir S1-3", "Classic Toons Vol.2", "The Chef's Table"])
+licExpiryCol = Col("Expires", ["Jun 25 (7d)", "Jul 02 (14d)", "Jul 12 (24d)", "Jul 18 (30d)"])
+licHoursCol = Col("30d Hours (k)", ["142", "98", "34", "67"])
+licStatusCol = Col("Status", ["Renewal pending", "In negotiation", "Not renewing", "Renewal pending"])
+licensesCallout = Callout("warning", "2 renewals due this week", "Velocity Rush + Nordic Noir = 4.1% of watch hours. Decision deadline Jun 23.")
+searchFailCard = Card([searchFailHeader, searchFailTable, searchFailNote], "card", "column", "m")
+searchFailHeader = CardHeader("Searches That Ended Without Playback (11)", "Top dead-end queries • Last 24h • 12.4% of all searches failed to play")
+searchFailTable = Table([searchQueryCol, searchCountCol, searchRateCol, searchActionCol])
+searchQueryCol = Col("Query", ["free movies", "season 2", "4k nature", "live football", "comedy 2024"])
+searchCountCol = Col("Searches", ["8,420", "6,110", "5,340", "4,890", "4,210"])
+searchRateCol = Col("No-play %", ["68%", "42%", "55%", "71%", "38%"])
+searchActionCol = Col("Suggested Action", ["Add free-tier FAQ", "Fix metadata link", "Add HDR tag", "Acquire rights", "Improve ranking"])
+searchFailNote = TextContent("71% of 'live football' searches fail — catalog gap. Consider sports acquisition review.", "small")
+flagsCard = Card([flagsHeader, flagsSwitches, flagsTable], "card", "column", "m")
+flagsHeader = CardHeader("Feature Flags — State for Each (15)", "Toggle rollout state • Changes propagate in ~45s")
+flagsSwitches = SwitchGroup("feature_flags", [flag1, flag2, flag3, flag4, flag5], "card")
+flag1 = SwitchItem("Autoplay next episode", "Enabled 100% • Stable", "autoplay", true)
+flag2 = SwitchItem("Recommendation model v2.4", "Enabled 25% • Experiment", "reco_v24", true)
+flag3 = SwitchItem("Low-latency HLS", "Disabled • Canary only", "low_latency", false)
+flag4 = SwitchItem("Ad pod v2", "Enabled 60% • Gradual rollout", "ad_pod", true)
+flag5 = SwitchItem("Kids profiles PIN", "Enabled 100% • Stable", "kids_pin", true)
+flagsTable = Table([flagNameCol, flagStateCol, flagRolloutCol])
+flagNameCol = Col("Flag", ["autoplay_next", "reco_model_v2.4", "low_latency_hls", "ad_pod_v2", "kids_pin"])
+flagStateCol = Col("State", ["ON", "ON (25%)", "OFF", "ON (60%)", "ON"])
+flagRolloutCol = Col("Environment", ["Prod", "Prod-Exp", "Staging", "Prod", "Prod"])
+promoteCard = Card([promoteHeader, promoteForm], "sunk", "column", "m")
+promoteHeader = CardHeader("Promote a Title on Home Screen (16)", "Create hero or row promotion — pushes to CDN in ~2 min • Respects Region Focus (14)")
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField, promoteRegionField, promoteDatesField, promotePriorityField])
+promoteTitleField = FormControl("Title to promote", promoteTitleSelect)
+promoteTitleSelect = Select("title", [pt1, pt2, pt3, pt4, pt5], "Choose title")
+pt1 = SelectItem("night_archive", "The Night Archive")
+pt2 = SelectItem("echo_protocol", "Echo Protocol")
+pt3 = SelectItem("crown_ashes", "Crown of Ashes")
+pt4 = SelectItem("planet_blue", "Planet Blue S3")
+pt5 = SelectItem("kids_quest", "Kids Quest")
+promoteSlotField = FormControl("Home slot", promoteSlotSelect)
+promoteSlotSelect = Select("slot", [slotHero, slotRow, slotBanner], "Select placement")
+slotHero = SelectItem("hero", "Hero Banner (Top)")
+slotRow = SelectItem("row", "Featured Row #1")
+slotBanner = SelectItem("banner", "Continue Watching Banner")
+promoteRegionField = FormControl("Target region", promoteRegionSelect)
+promoteRegionSelect = Select("promo_region", [prGlobal, prUS, prEU, prAPAC], "Where to show")
+prGlobal = SelectItem("global", "Global")
+prUS = SelectItem("us-east", "US East only")
+prEU = SelectItem("eu-west", "EU West only")
+prAPAC = SelectItem("apac", "APAC only")
+promoteDatesField = FormControl("Schedule", promoteDatesPicker)
+promoteDatesPicker = DatePicker("promo_dates", "range")
+promotePriorityField = FormControl("Priority / Weight", promotePrioritySlider)
+promotePrioritySlider = Slider("priority", "discrete", 1, 10, 1, [7], "Weight 1-10")
+promoteButtons = Buttons([promoteBtn, previewBtn])
+promoteBtn = Button("Promote Now", null, "primary")
+previewBtn = Button("Preview Home", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..2c301323a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r3.txt
@@ -0,0 +1,143 @@
+root = Card([header, liveStatusBar, regionFocusCard, kpiRow, watchRow, growthRow, healthRow, monetizationRow, discoveryRow, contentOpsRow, opsRow], "clear", "column", "l")
+header = CardHeader("StreamOps — Operations Room", "Streaming service live control • May 18, 2026 • 14:32 UTC • Auto-refresh 45s")
+liveStatusBar = Card([liveAlert, liveMeta], "card", "row", "m")
+liveAlert = Alert("All systems operational", "CDN 95.1% hit • Origin load 62% • No P1 incidents • 847K concurrent", "success")
+liveMeta = TextContent("Data latency ~45s • Last sync 14:31:48 UTC", "small")
+regionFocusCard = Card([regionFocusHeader, regionForm], "card", "column", "m")
+regionFocusHeader = CardHeader("Focus on one region", "Filter all metrics below — mock filter applies instantly")
+regionForm = Form("region-focus", regionButtons, [regionSelectField, regionCompareField])
+regionSelectField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rAll, rNAm, rEU, rAPAC, rLATAM], "All regions")
+rAll = SelectItem("all", "All regions — Global")
+rNAm = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rAPAC = SelectItem("apac", "APAC")
+rLATAM = SelectItem("latam", "LATAM")
+regionCompareField = FormControl("Compare to", regionCompareSelect, "Optional baseline")
+regionCompareSelect = Select("compare", [cNone, cPrev, cGlobal], "No comparison")
+cNone = SelectItem("none", "No comparison")
+cPrev = SelectItem("prev", "Previous period")
+cGlobal = SelectItem("global", "Global average")
+regionButtons = Buttons([regionApply, regionReset])
+regionApply = Button("Apply filter", null, "primary")
+regionReset = Button("Reset", null, "tertiary")
+kpiRow = Card([viewersCard, bufferingCard, recCtrCard], "clear", "row", "m")
+viewersCard = Card([viewersHeader, viewersValue, viewersMeta, viewersBadge], "card", "column", "s")
+viewersHeader = CardHeader("Viewers watching right now", "Concurrent streams")
+viewersValue = TextContent("847,392", "large-heavy")
+viewersMeta = TextContent("▲ 12.4% vs yesterday • Peak today 912K at 20:15 UTC", "small")
+viewersBadge = Badge("LIVE", "destructive")
+bufferingCard = Card([bufferingHeader, bufferingValue, bufferingProgress, bufferingMeta], "card", "column", "s")
+bufferingHeader = CardHeader("Buffering rate", "Global rebuffer ratio")
+bufferingValue = TextContent("1.82%", "large-heavy")
+bufferingProgress = Progress(1.82, "Target < 2%")
+bufferingMeta = TextContent("P95 start-up 1.4s • 0.12 rebuffers / hour", "small")
+recCtrCard = Card([recCtrHeader, recCtrValue, recCtrProgress, recCtrMeta], "card", "column", "s")
+recCtrHeader = CardHeader("Recommendation CTR", "Home rail clicks today")
+recCtrValue = TextContent("23.4%", "large-heavy")
+recCtrProgress = Progress(23.4, "Clicked 23.4% of 4.7M impressions")
+recCtrMeta = TextContent("1.10M clicks • +1.2pp vs last week", "small")
+watchRow = Card([mostWatchedCard, watchTimeCard], "clear", "row", "m")
+mostWatchedCard = Card([mostWatchedHeader, mostWatchedChart], "card", "column", "m")
+mostWatchedHeader = CardHeader("Most-watched titles", "Total hours watched • Last 30 days")
+mostWatchedChart = HorizontalBarChart(["The Night Shift", "Echoes of Tomorrow", "Crown & Dagger", "Midnight Diner S3", "Atlas Rising"], [mostWatchedSeries], "grouped", "Hours (M)", "Title")
+mostWatchedSeries = Series("Hours (M)", [4.2, 3.8, 3.1, 2.7, 2.4])
+watchTimeCard = Card([watchTimeHeader, watchTimeChart, watchTimeMeta], "card", "column", "m")
+watchTimeHeader = CardHeader("Watch time over the past month", "Total hours streamed per day")
+watchTimeChart = AreaChart(["Apr 21", "Apr 28", "May 05", "May 12", "May 18"], [watchTimeSeries], "natural", "Date", "Hours (M)")
+watchTimeSeries = Series("Hours (M)", [18.2, 19.5, 21.1, 20.4, 22.8])
+watchTimeMeta = TextContent("May MTD 84.0M hours • +9.2% MoM • Avg 2.78M / day", "small")
+growthRow = Card([subsCard, genreCard], "clear", "row", "m")
+subsCard = Card([subsHeader, subsChart, subsMeta], "card", "column", "m")
+subsHeader = CardHeader("New subscribers vs cancellations", "Last 4 weeks")
+subsChart = BarChart(["Wk 18", "Wk 19", "Wk 20", "Wk 21"], [newSubsSeries, cancelSeries], "grouped", "Week", "Accounts")
+newSubsSeries = Series("New subs", [18400, 21200, 19800, 23500])
+cancelSeries = Series("Cancellations", [8200, 9100, 8700, 7900])
+subsMeta = TextContent("Net +15.6K in Wk 21 • Churn 2.1% • Best week this quarter", "small")
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by genre", "Watch share vs completion rate")
+genreChart = RadarChart(["Drama", "Comedy", "Sci-Fi", "Thriller", "Documentary", "Kids"], [genreHoursSeries, genreCompletionSeries])
+genreHoursSeries = Series("Watch share %", [32, 24, 18, 22, 12, 15])
+genreCompletionSeries = Series("Completion %", [68, 74, 61, 65, 82, 88])
+healthRow = Card([deliveryCard, bufferingTrendCard], "clear", "row", "m")
+deliveryCard = Card([deliveryHeader, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery health by region", "CDN & edge • Last 15 min")
+deliveryTable = Table([deliveryRegionCol, deliveryHealthCol, deliveryRebufferCol, deliveryHitCol])
+deliveryRegionCol = Col("Region", ["US-East", "US-West", "EU-West", "EU-Central", "APAC-SG", "LATAM-BR"])
+deliveryHealthCol = Col("Health", ["98.2%", "97.5%", "96.1%", "94.3%", "95.8%", "92.4%"])
+deliveryRebufferCol = Col("Rebuffer", ["1.4%", "1.9%", "2.1%", "2.4%", "1.8%", "3.1%"])
+deliveryHitCol = Col("CDN Hit", ["96%", "94%", "92%", "91%", "93%", "88%"])
+bufferingTrendCard = Card([bufferingTrendHeader, bufferingTrendChart, bufferingAlert], "card", "column", "m")
+bufferingTrendHeader = CardHeader("Buffering trend", "Rebuffer ratio • Last 24h hourly")
+bufferingTrendChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00"], [bufferingSeries], "natural", "Time UTC", "%")
+bufferingSeries = Series("Buffering %", [1.9, 2.3, 1.7, 1.6, 1.8, 2])
+bufferingAlert = Alert("LATAM-BR elevated", "Rebuffer 3.1% exceeds 2.5% SLO — edge node br-spo-03 draining, failover to br-gru-01", "warning")
+monetizationRow = Card([revenueCard, deviceCard], "clear", "row", "m")
+revenueCard = Card([revenueHeader, revenueChart, revenueMeta], "card", "column", "m")
+revenueHeader = CardHeader("Revenue split by plan", "MRR May MTD $14.2M")
+revenueChart = PieChart(["Premium 4K", "Standard", "Basic with Ads", "Annual"], [58, 24, 12, 6], "donut", "circular")
+revenueMeta = TextContent("Premium 4K: 58% revenue on 41% subs • Basic with Ads growing +3.1% MoM", "small")
+deviceCard = Card([deviceHeader, deviceChart, deviceMeta], "card", "column", "m")
+deviceHeader = CardHeader("Viewing split by device", "Share of watch hours • Today")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [42, 28, 14, 9, 7], "donut", "circular")
+deviceMeta = TextContent("Smart TV + Console = 49% big-screen • Mobile peak 18:00-22:00", "small")
+discoveryRow = Card([recClickCard, deadSearchCard], "clear", "row", "m")
+recClickCard = Card([recClickHeader, recClickBar, recClickMeta], "card", "column", "m")
+recClickHeader = CardHeader("How often recommendations get clicked", "Home & Up Next rails • Today")
+recClickBar = SingleStackedBarChart(["Clicked", "Ignored", "Dismissed"], [23.4, 68.1, 8.5])
+recClickMeta = TextContent("CTR 23.4% • Ignored 68.1% • Dismissed 8.5% • Goal >20%", "small")
+deadSearchCard = Card([deadSearchHeader, deadSearchTable, deadSearchCallout], "card", "column", "m")
+deadSearchHeader = CardHeader("Searches that ended without playback", "No-play searches • Last 24h • 18,420 events")
+deadSearchTable = Table([searchTermCol, searchCountCol, searchNoPlayCol])
+searchTermCol = Col("Search term", ["free movies", "sci fi classic", "live soccer", "kids cartoon 2023", "horror night"])
+searchCountCol = Col("Searches", ["4,212", "3,840", "3,120", "2,980", "2,450"])
+searchNoPlayCol = Col("No-play %", ["68%", "54%", "71%", "49%", "62%"])
+deadSearchCallout = TextCallout("warning", "Top gap", "‘live soccer’ 71% no-play — no licensed live sports in catalog. Consider suppressing suggestion.")
+contentOpsRow = Card([releasesCard, licensesCard], "clear", "row", "m")
+releasesCard = Card([releasesHeader, releasesList], "card", "column", "m")
+releasesHeader = CardHeader("Releases coming this month", "May 19–31 • 4 premieres")
+releasesList = ListBlock([release1, release2, release3, release4], "number")
+release1 = ListItem("May 22 — Echoes S2 Finale", "Drama • 20:00 UTC global premiere • Promo ready", [], "View asset")
+release2 = ListItem("May 24 — Midnight Diner S4", "8 episodes • All at once • Subtitles: 12 langs", [], "View asset")
+release3 = ListItem("May 27 — Atlas Rising: Documentary", "Original • 4K HDR • 92 min • Press embargo May 26", [], "View asset")
+release4 = ListItem("May 30 — Kids: Luna Park S2", "Kids • 10 episodes • Dubs: EN, ES, PT, FR", [], "View asset")
+licensesCard = Card([licensesHeader, licensesTable, licensesCallout], "card", "column", "m")
+licensesHeader = CardHeader("Licenses expiring soon", "Next 45 days — renew or remove")
+licensesTable = Table([licenseTitleCol, licenseExpiryCol, licenseRegionCol, licenseHoursCol])
+licenseTitleCol = Col("Title", ["Crown & Dagger S1", "Night Drive (2019)", "Space Frontier", "Comedy Club Live"])
+licenseExpiryCol = Col("Expires", ["May 29", "Jun 04", "Jun 18", "Jun 28"])
+licenseRegionCol = Col("Region", ["Global", "EU only", "US/LATAM", "Global"])
+licenseHoursCol = Col("30d Hours", ["3.1M", "0.9M", "1.4M", "0.6M"])
+licensesCallout = Alert("Action needed", "Crown & Dagger S1 = #3 most-watched but expires in 11 days — renewal in negotiation with Studio North", "warning")
+opsRow = Card([flagsCard, promoCard], "clear", "row", "m")
+flagsCard = Card([flagsHeader, flagsSwitches, flagsMeta], "card", "column", "m")
+flagsHeader = CardHeader("Feature flags", "State per flag • Toggle to change rollout")
+flagsSwitches = SwitchGroup("feature_flags", [flag1, flag2, flag3, flag4, flag5], "card")
+flag1 = SwitchItem("Autoplay Next Episode", "Enabled 100% • Stable", "autoplay_next", true)
+flag2 = SwitchItem("AI Recommendations v2", "Enabled 45% • EU & NA rollout", "ai_recs_v2", true)
+flag3 = SwitchItem("Low-Latency Mode", "Disabled • Canary only", "low_latency", false)
+flag4 = SwitchItem("Ad Insertion v3 (SSA)", "Enabled 100% • Basic with Ads tier", "ad_v3", true)
+flag5 = SwitchItem("Watch Party", "Disabled • Behind flag • Beta pending", "watch_party", false)
+flagsMeta = TextContent("Last change: AI Recs v2 expanded to EU-West 2h ago by ops@stream.co", "small")
+promoCard = Card([promoHeader, promoForm], "card", "column", "m")
+promoHeader = CardHeader("Promote a title on the home screen", "Hero rail placement • Immediate publish")
+promoForm = Form("promote-title", promoButtons, [promoTitleField, promoSlotField, promoDateField, promoNoteField])
+promoTitleField = FormControl("Title to promote", promoTitleSelect)
+promoTitleSelect = Select("title", [promoOpt1, promoOpt2, promoOpt3, promoOpt4, promoOpt5], "Choose title")
+promoOpt1 = SelectItem("night_shift", "The Night Shift")
+promoOpt2 = SelectItem("echoes_s2", "Echoes of Tomorrow S2")
+promoOpt3 = SelectItem("midnight_s4", "Midnight Diner S4")
+promoOpt4 = SelectItem("atlas_doc", "Atlas Rising Documentary")
+promoOpt5 = SelectItem("luna_s2", "Luna Park S2")
+promoSlotField = FormControl("Placement", promoSlotRadio)
+promoSlotRadio = RadioGroup("slot", [slotHero, slotRail1, slotRail2])
+slotHero = RadioItem("Hero banner", "Top of home • 24h takeover", "hero")
+slotRail1 = RadioItem("Rail #1", "Below hero • Standard", "rail1")
+slotRail2 = RadioItem("Rail #2", "Further down • Long tail", "rail2")
+promoDateField = FormControl("Live window", promoDatePicker)
+promoDatePicker = DatePicker("promo_dates", "range")
+promoNoteField = FormControl("Internal note", promoNoteInput, "Visible to ops only")
+promoNoteInput = Input("note", "e.g., Finale push for Echoes S2")
+promoButtons = Buttons([promoSubmit, promoPreview])
+promoSubmit = Button("Promote title", null, "primary")
+promoPreview = Button("Preview home", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..8c7a81649
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-streaming__r4.txt
@@ -0,0 +1,128 @@
+root = Card([header, regionFilterCard, kpiRow, watchTimeSection, subsSection, titlesGenreRow, revenueDeviceRow, deliveryHealthSection, releasesLicensesRow, searchesSection, flagsSection, promoteSection, followUps], "card", "column", "l")
+header = CardHeader("StreamPulse — Operations Room", "Live control for content, delivery & growth • 18 Aug 2026 14:32 UTC • All times UTC")
+regionFilterCard = Card([regionFilterHeader, regionForm], "sunk", "column", "m")
+regionFilterHeader = CardHeader("Focus region (14)", "Filter delivery, buffering & KPIs by region — applies to health, buffering and viewer metrics")
+regionForm = Form("region-focus", regionFormButtons, [regionField])
+regionField = FormControl("Select region", regionSelect, "Affects sections 1, 6 & 7 instantly")
+regionSelect = Select("region", [regionAll, regionNA, regionEU, regionAPAC, regionLATAM], "All regions")
+regionAll = SelectItem("all", "All regions — Global")
+regionNA = SelectItem("na", "North America")
+regionEU = SelectItem("eu", "Europe")
+regionAPAC = SelectItem("apac", "APAC")
+regionLATAM = SelectItem("latam", "LATAM")
+regionFormButtons = Buttons([applyRegionBtn], "row")
+applyRegionBtn = Button("Apply filter", null, "primary")
+kpiRow = Card([kpiViewers, kpiBuffering, kpiReco], "clear", "row", "m")
+kpiViewers = Card([viewersHeader, viewersValue, viewersTrend], "card", "column", "s")
+viewersHeader = TextContent("VIEWERS WATCHING RIGHT NOW (1)", "small-heavy")
+viewersValue = Heading("2,847,392", "h1")
+viewersTrend = TextContent("▲ 12.4% vs last hour • Peak 3.12M at 21:00 • 18.3k concurrent encodes", "small")
+kpiBuffering = Card([bufferHeader, bufferValue, bufferProgress, bufferSub], "card", "column", "s")
+bufferHeader = TextContent("BUFFERING RATE (6)", "small-heavy")
+bufferValue = Heading("0.42%", "h1")
+bufferProgress = Progress(0.42, "rebuffer ratio — target <1.0%")
+bufferSub = TextContent("P95 startup 1.18s • P99 2.41s • Healthy", "small")
+kpiReco = Card([recoHeader, recoValue, recoProgress, recoSub], "card", "column", "s")
+recoHeader = TextContent("RECOMMENDATIONS CLICKED (10)", "small-heavy")
+recoValue = Heading("18.7%", "h1")
+recoProgress = Progress(18.7, "CTR — clicks / impressions")
+recoSub = TextContent("2.41M clicks / 12.88M impressions today • +1.2pp WoW", "small")
+watchTimeSection = Card([watchHeader, watchChart], "card", "column", "m")
+watchHeader = CardHeader("Watch time — past 30 days (3)", "Total hours streamed per day in millions")
+watchChart = AreaChart(["Jul 20", "Jul 25", "Jul 30", "Aug 04", "Aug 09", "Aug 14", "Aug 18"], [watchSeries], "natural", "Date", "M hours")
+watchSeries = Series("Watch hours (M)", [18.2, 19.1, 20.4, 19.8, 21.3, 22.7, 23.1])
+subsSection = Card([subsHeader, subsChart], "card", "column", "m")
+subsHeader = CardHeader("New subscribers vs cancellations (4)", "Daily counts — last 7 sampled days of 30-day window • Net +4.8k today")
+subsChart = BarChart(["Jul 20", "Jul 25", "Jul 30", "Aug 04", "Aug 09", "Aug 14", "Aug 18"], [newSubSeries, cancelSeries], "grouped", "Date", "Accounts")
+newSubSeries = Series("New subscribers", [12400, 13200, 11800, 14500, 16200, 15800, 13900])
+cancelSeries = Series("Cancellations", [8200, 9100, 8700, 9300, 10200, 9800, 8900])
+titlesGenreRow = Card([titlesCard, genreCard], "clear", "row", "m")
+titlesCard = Card([titlesHeader, titlesChart], "card", "column", "m")
+titlesHeader = CardHeader("Most-watched titles — hours (2)", "Total watch hours (millions) — last 30 days")
+titlesChart = HorizontalBarChart(["The Night Orchard", "Quantum Drift S3", "Luna & Ash", "Echoes of Atlas", "Chef's Midnight"], [titlesHoursSeries], "grouped", "Hours (M)", "Title")
+titlesHoursSeries = Series("Hours (M)", [8.4, 7.1, 6.3, 5.9, 4.8])
+genreCard = Card([genreHeader, genreChart, genreNote], "card", "column", "m")
+genreHeader = CardHeader("Performance by genre (5)", "Composite score 0-100: watch time + completion + retention")
+genreChart = RadarChart(["Drama", "Sci-Fi", "Comedy", "Thriller", "Documentary", "Kids"], [genreSeries])
+genreSeries = Series("Genre score", [88, 92, 76, 84, 71, 79])
+genreNote = TextContent("Sci-Fi leads on completion (81%); Drama leads on total hours. Kids strong on weekends.", "small")
+revenueDeviceRow = Card([revenueCard, deviceCard], "clear", "row", "m")
+revenueCard = Card([revenueHeader, revenueChart, revenueLegend], "card", "column", "m")
+revenueHeader = CardHeader("Revenue split by plan (12)", "MRR share — August MTD $18.4M")
+revenueChart = PieChart(["Premium $15.99", "Standard $11.99", "Basic $7.99", "Annual $119", "Ads Free"], [42, 28, 12, 10, 8], "donut", "circular")
+revenueLegend = TextContent("Premium 42% ($7.73M) • Standard 28% • Annual churn lowest at 2.1%", "small")
+deviceCard = Card([deviceHeader, deviceChart, deviceLegend], "card", "column", "m")
+deviceHeader = CardHeader("Viewing split by device (13)", "Share of watch hours — today")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [38, 31, 16, 9, 6], "donut", "circular")
+deviceLegend = TextContent("TV + Mobile = 69% of hours • Console highest bitrate 12.4 Mbps avg", "small")
+deliveryHealthSection = Card([deliveryHeader, deliveryCallout, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery health by region (7)", "CDN edge health — last 15 min • filtered by region selector (14)")
+deliveryCallout = Callout("info", "All regions healthy", "Global error rate 0.18% • 98.6% CDN hit ratio. APAC latency elevated but within SLO.")
+deliveryTable = Table([deliveryRegionCol, deliveryCdnCol, deliveryErrorCol, deliveryLatencyCol, deliveryStatusCol])
+deliveryRegionCol = Col("Region", ["North America", "Europe", "APAC", "LATAM", "MEA"])
+deliveryCdnCol = Col("CDN hit %", [99.1, 98.8, 97.2, 98.4, 97.9])
+deliveryErrorCol = Col("Error %", [0.12, 0.15, 0.31, 0.22, 0.28])
+deliveryLatencyCol = Col("P95 latency", ["42ms", "48ms", "89ms", "67ms", "74ms"])
+deliveryStatusCol = Col("Status", ["Healthy", "Healthy", "Watch", "Healthy", "Healthy"])
+releasesLicensesRow = Card([releasesCard, licensesCard], "clear", "row", "m")
+releasesCard = Card([releasesHeader, releasesList], "card", "column", "m")
+releasesHeader = CardHeader("Releases coming this month (8)", "August schedule — confirmed dates")
+releasesList = ListBlock([release1, release2, release3, release4, release5])
+release1 = ListItem("The Night Orchard — Finale", "Aug 22 • Drama • 4K HDR • Global premiere")
+release2 = ListItem("Quantum Drift — Behind the Scenes", "Aug 25 • Special • 22 min")
+release3 = ListItem("Luna & Ash S2 — Ep 1-3 drop", "Aug 28 • Kids / Fantasy • Batch release")
+release4 = ListItem("Chef's Midnight — Live Cookalong", "Aug 30 • Interactive • 19:00 UTC")
+release5 = ListItem("Atlas: Echoes Remastered", "Aug 31 • Thriller • 4K remaster")
+licensesCard = Card([licensesHeader, licensesTable, licensesAlert], "card", "column", "m")
+licensesHeader = CardHeader("Licenses expiring soon (9)", "Rights window closing — action required")
+licensesTable = Table([licTitleCol, licExpiryCol, licTypeCol, licActionCol])
+licTitleCol = Col("Title", ["Midnight Run (1988)", "Ocean's Echo", "Comedy Cellar S1-4", "Nordic Noir: Fjord", "Anime Pulse Vol.3"])
+licExpiryCol = Col("Expires", ["2026-08-27", "2026-09-03", "2026-09-11", "2026-09-14", "2026-09-19"])
+licTypeCol = Col("Type", ["Film", "Film", "Series", "Series", "Anime"])
+licActionCol = Col("Action", ["Renew / Remove", "Renew pending", "Negotiating", "Will lapse", "Renew / Remove"])
+licensesAlert = Alert("3 titles expire in <14 days", "Midnight Run, Ocean's Echo and Comedy Cellar need decision by Aug 24 to avoid takedown queue.", "warning")
+searchesSection = Card([searchesHeader, searchesTable, searchesCallout], "card", "column", "m")
+searchesHeader = CardHeader("Searches that ended without playback (11)", "Top zero-play queries — last 24h • 14.2% of all searches")
+searchesTable = Table([searchQueryCol, searchCountCol, searchNoPlayRateCol, searchActionCol])
+searchQueryCol = Col("Query", ["free movies", "4k hdr test", "quantum drift season 1", "live football", "asdf"])
+searchCountCol = Col("Searches", [8420, 5120, 4890, 4210, 3980])
+searchNoPlayRateCol = Col("No-play %", [68, 54, 41, 73, 98])
+searchActionCol = Col("Insight", ["No free tier", "No results page", "Title hidden / geo", "No live rights", "Typo / spam"])
+searchesCallout = TextCallout("warning", "Opportunity", "Add 'free' intent to help center and surface Quantum Drift S1 more prominently — 2k failed navigations.")
+flagsSection = Card([flagsHeader, flagsTable, flagsNote], "card", "column", "m")
+flagsHeader = CardHeader("Feature flags with state (15)", "Current rollout state — config service live")
+flagsTable = Table([flagNameCol, flagStateCol, flagRolloutCol, flagOwnerCol])
+flagNameCol = Col("Flag", ["new_player_v2", "recommendations_v4", "ads_pre_roll", "offline_downloads", "kids_profile_lock"])
+flagStateCol = Col("State", ["Enabled", "Enabled", "Disabled", "Enabled", "Enabled"])
+flagRolloutCol = Col("Rollout", ["100% prod", "35% prod (ramp)", "0% — kill switch", "100% Premium only", "100% prod"])
+flagOwnerCol = Col("Owner", ["Player Team", "Discovery", "Monetization", "Mobile", "Trust & Safety"])
+flagsNote = TextContent("recommendations_v4 at 35% — CTR +2.1pp vs control. Ready to ramp to 60% pending buffering check.", "small")
+promoteSection = Card([promoteHeader, promoteForm], "sunk", "column", "m")
+promoteHeader = CardHeader("Promote title on Home screen (16)", "Feature a title in hero carousel or row — publishes instantly to selected region")
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField, promoteRegionField, promoteDatesField])
+promoteTitleField = FormControl("Title to promote", promoteTitleSelect, "Search catalogue — only licensed titles shown")
+promoteTitleSelect = Select("promo_title", [promoteTitleOpt1, promoteTitleOpt2, promoteTitleOpt3, promoteTitleOpt4, promoteTitleOpt5], "Choose title")
+promoteTitleOpt1 = SelectItem("night_orchard", "The Night Orchard — Finale")
+promoteTitleOpt2 = SelectItem("quantum_s3", "Quantum Drift S3")
+promoteTitleOpt3 = SelectItem("luna_ash", "Luna & Ash")
+promoteTitleOpt4 = SelectItem("atlas", "Echoes of Atlas")
+promoteTitleOpt5 = SelectItem("chefs_midnight", "Chef's Midnight")
+promoteSlotField = FormControl("Placement", promoteSlotSelect)
+promoteSlotSelect = Select("slot", [promoteSlotHero, promoteSlotRow1, promoteSlotTrending], "Select slot")
+promoteSlotHero = SelectItem("hero", "Hero carousel — top of Home")
+promoteSlotRow1 = SelectItem("row1", "Row 1 — Continue Watching rail")
+promoteSlotTrending = SelectItem("trending", "Trending Now rail")
+promoteRegionField = FormControl("Target region", promoteRegionSelect)
+promoteRegionSelect = Select("promo_region", [promoteRegionAll, promoteRegionNA2, promoteRegionEU2], "All regions")
+promoteRegionAll = SelectItem("all", "All regions")
+promoteRegionNA2 = SelectItem("na", "North America only")
+promoteRegionEU2 = SelectItem("eu", "Europe only")
+promoteDatesField = FormControl("Schedule", promoteDatesPicker, "Leave empty to publish now")
+promoteDatesPicker = DatePicker("promo_dates", "range")
+promoteButtons = Buttons([promoteBtn, clearBtn], "row")
+promoteBtn = Button("Promote to Home", null, "primary")
+clearBtn = Button("Clear", null, "secondary")
+followUps = FollowUpBlock([follow1, follow2, follow3])
+follow1 = FollowUpItem("Show buffering breakdown by device for APAC")
+follow2 = FollowUpItem("Draft renewal email for expiring licenses")
+follow3 = FollowUpItem("Ramp recommendations_v4 to 60%")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/muse/openui__b5-university__r1.txt
new file mode 100644
index 000000000..ece8038d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-university__r1.txt
@@ -0,0 +1,192 @@
+root = Card([header, deptFilterCard, kpiRow1, kpiRow2, enrollmentAlumniRow, applicationsRow, semesterCompareCard, capacityRow, riskEventsRow, actionsRow, followUp], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Academic Year 2025–2026 • Updated today 08:42 • All departments")
+deptFilterCard = Card([deptFilterHeader, deptFilterForm, deptFilterHint], "sunk", "column", "s")
+deptFilterHeader = TextContent("Focus by department — filters all charts and tables below", "small-heavy")
+deptFilterForm = Form("dept-focus", deptFilterButtons, [deptSelectControl, viewModeControl])
+deptSelectControl = FormControl("Department", deptSelect, "Select one to focus enrollment, applications, revenue and faculty load")
+deptSelect = Select("department", [deptAll, deptCS, deptBusiness, deptEng, deptArts, deptNursing, deptSci], "All Departments")
+deptAll = SelectItem("all", "All Departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptBusiness = SelectItem("business", "Business")
+deptEng = SelectItem("eng", "Engineering")
+deptArts = SelectItem("arts", "Arts & Humanities")
+deptNursing = SelectItem("nursing", "Nursing")
+deptSci = SelectItem("sci", "Sciences")
+viewModeControl = FormControl("View mode", viewModeRadio)
+viewModeRadio = RadioGroup("view_mode", [viewModeOverview, viewModeDetailed], "overview")
+viewModeOverview = RadioItem("Overview", "KPIs + trends", "overview")
+viewModeDetailed = RadioItem("Detailed", "Per-course and per-faculty breakdown", "detailed")
+deptFilterButtons = Buttons([applyDeptBtn, resetDeptBtn])
+applyDeptBtn = Button("Apply filter", null, "primary")
+resetDeptBtn = Button("Reset", null, "secondary")
+deptFilterHint = TextContent("Currently showing: All Departments • Use filter to drill into items 1, 2, 5, 6 and 14 by program.", "small")
+kpiRow1 = Card([kpiEnrollment, kpiAcceptance, kpiTuition, kpiHousing], "clear", "row", "m", "stretch", "between", true)
+kpiEnrollment = Card([kpiEnrollLabel, kpiEnrollValue, kpiEnrollBadge, kpiEnrollSub], "card", "column", "s")
+kpiEnrollLabel = TextContent("1 — Total Enrollment", "small")
+kpiEnrollValue = Heading("14,842 students", "h2")
+kpiEnrollBadge = Badge("+3.2% vs 2024 • +12.4% vs 2021", "success")
+kpiEnrollSub = TextContent("Five-year growth shown below", "small")
+kpiAcceptance = Card([kpiAcceptLabel, kpiAcceptValue, kpiAcceptProgress, kpiAcceptSub], "card", "column", "s")
+kpiAcceptLabel = TextContent("3 — Acceptance Rate", "small")
+kpiAcceptValue = Heading("62.4%", "h2")
+kpiAcceptProgress = Progress(62.4, "Accepted / Applied")
+kpiAcceptSub = TextContent("7,812 accepted of 12,520 applications", "small")
+kpiTuition = Card([kpiTuitionLabel, kpiTuitionValue, kpiTuitionBadge, kpiTuitionSub], "card", "column", "s")
+kpiTuitionLabel = TextContent("4 — Tuition Revenue (This Year)", "small")
+kpiTuitionValue = Heading("$68.4M", "h2")
+kpiTuitionBadge = Badge("102.1% of target $67M", "success")
+kpiTuitionSub = TextContent("Net after institutional aid • FY 2025-26", "small")
+kpiHousing = Card([kpiHousingLabel, kpiHousingValue, kpiHousingProgress, kpiHousingSub], "card", "column", "s")
+kpiHousingLabel = TextContent("9 — Housing Occupancy", "small")
+kpiHousingValue = Heading("94.0%", "h2")
+kpiHousingProgress = Progress(94, "3,412 of 3,630 beds occupied")
+kpiHousingSub = TextContent("Waitlist: 186 • Vacancies: 218", "small")
+kpiRow2 = Card([scholarshipCard, alumniKpiCard, semesterKpiCard], "clear", "row", "m", "stretch", "between", true)
+scholarshipCard = Card([scholarshipHeader, scholarshipProgress, scholarshipStack, scholarshipDetail], "card", "column", "s")
+scholarshipHeader = CardHeader("8 — Scholarship Budget Used", "$12.6M used of $16.0M total")
+scholarshipProgress = Progress(78.75, "78.8% utilized")
+scholarshipStack = SingleStackedBarChart(["Used", "Remaining"], [12.6, 3.4])
+scholarshipDetail = TextContent("Remaining $3.4M • 1,240 recipients • Avg award $10,161", "small")
+alumniKpiCard = Card([alumniKpiHeader, alumniKpiValue, alumniKpiBadge], "card", "column", "s")
+alumniKpiHeader = TextContent("11 — Alumni Giving (4-yr trend)", "small")
+alumniKpiValue = Heading("$5.9M in 2025", "h3")
+alumniKpiBadge = Badge("+15.7% YoY • 4-yr chart below", "secondary")
+semesterKpiCard = Card([semesterKpiHeader, semesterKpiTable], "card", "column", "s")
+semesterKpiHeader = TextContent("13 — This Semester vs Last", "small-heavy")
+semesterKpiTable = Table([semesterMetricCol, semesterThisCol, semesterLastCol, semesterChangeCol])
+semesterMetricCol = Col("Metric", ["Enrollment", "Avg GPA", "Retention", "Courses Offered"])
+semesterThisCol = Col("Fall 2025", ["14,842", "3.31", "91.2%", "842"])
+semesterLastCol = Col("Spring 2025", ["14,385", "3.28", "90.4%", "815"])
+semesterChangeCol = Col("Change", ["+457", "+0.03", "+0.8pp", "+27"])
+enrollmentAlumniRow = Card([enrollmentTrendCard, alumniGivingCard], "clear", "row", "m", "stretch", "between", true)
+enrollmentTrendCard = Card([enrollmentHeader, enrollmentChart, enrollmentCallout], "card", "column", "m")
+enrollmentHeader = CardHeader("1 — Total Enrollment: 5-Year Movement", "2021 → 2025 • Headcount at census")
+enrollmentChart = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollmentSeries], "natural", "Academic Year", "Students")
+enrollmentSeries = Series("Enrollment", [13210, 13745, 14120, 14385, 14842])
+enrollmentCallout = TextCallout("info", "Steady growth", "Enrollment up 1,632 (+12.4%) over five years. Largest jump 2024→2025 driven by CS and Nursing.")
+alumniGivingCard = Card([alumniHeader, alumniChart, alumniDetail], "card", "column", "m")
+alumniHeader = CardHeader("11 — Alumni Giving Over Past Four Years", "Annual donations • USD millions")
+alumniChart = BarChart(["2022", "2023", "2024", "2025"], [alumniSeries], "grouped", "Year", "$M")
+alumniSeries = Series("Giving", [4.2, 4.8, 5.1, 5.9])
+alumniDetail = TextContent("2025 includes $1.2M single gift for Engineering labs. Donor count: 8,420 (+6%).", "small")
+applicationsRow = Card([applicationsCard, waitlistCard], "clear", "row", "m", "stretch", "between", true)
+applicationsCard = Card([applicationsHeader, applicationsChart, applicationsTable], "card", "column", "m")
+applicationsHeader = CardHeader("2 — Applications by Program", "Total 12,520 applications • Fall 2025 intake")
+applicationsChart = HorizontalBarChart(["Computer Science", "Business", "Engineering", "Sciences", "Arts & Hum.", "Nursing"], [applicationsSeries], "grouped", "Applications", "Programs")
+applicationsSeries = Series("Applications", [3240, 2850, 2610, 2100, 1980, 1720])
+applicationsTable = Table([appProgramCol, appAppliedCol, appAcceptedCol, appRateCol])
+appProgramCol = Col("Program", ["Computer Science", "Business", "Engineering", "Sciences", "Arts & Hum.", "Nursing"])
+appAppliedCol = Col("Applied", ["3,240", "2,850", "2,610", "2,100", "1,980", "1,720"])
+appAcceptedCol = Col("Accepted", ["1,782", "1,821", "1,566", "1,386", "1,287", "970"])
+appRateCol = Col("Accept %", ["55.0%", "63.9%", "60.0%", "66.0%", "65.0%", "56.4%"])
+waitlistCard = Card([waitlistHeader, waitlistChart, waitlistCallout], "card", "column", "m")
+waitlistHeader = CardHeader("14 — Waitlisted Students per Program", "Active waitlist as of today")
+waitlistChart = BarChart(["CS", "Business", "Engineering", "Sciences", "Arts", "Nursing"], [waitlistSeries], "grouped", "Program", "Waitlisted")
+waitlistSeries = Series("Waitlisted", [165, 142, 98, 112, 45, 78])
+waitlistCallout = TextCallout("warning", "Capacity pressure", "CS (165) and Business (142) have longest queues. Recommend adding sections — see course capacity below.")
+semesterCompareCard = Card([semesterCompareHeader, semesterCompareChart, semesterCompareText], "card", "column", "m")
+semesterCompareHeader = CardHeader("13 — This Semester Compared with Last (Detailed)", "Fall 2025 vs Spring 2025 across key indicators")
+semesterCompareChart = BarChart(["Enrollment", "Avg GPA", "Retention %", "Courses Offered"], [thisSemSeries, lastSemSeries], "grouped", "Indicator", "Value")
+thisSemSeries = Series("Fall 2025", [14842, 3.31, 91.2, 842])
+lastSemSeries = Series("Spring 2025", [14385, 3.28, 90.4, 815])
+semesterCompareText = TextContent("Enrollment +3.2%, retention +0.8pp. GPA stable. 27 additional sections added this fall to ease waitlists.", "small")
+capacityRow = Card([courseCapacityCard, teachingLoadCard, housingCard], "clear", "row", "m", "stretch", "between", true)
+courseCapacityCard = Card([capacityHeader, capacityChart, capacityTable], "card", "column", "m")
+capacityHeader = CardHeader("5 — How Full Each Course Offering Is", "Fall 2025 sections • Fill rate = enrolled / capacity")
+capacityChart = HorizontalBarChart(["NUR201 Clinical (48)", "CS101 Intro Prog (120)", "BUS301 Finance (90)", "SCI150 Biology (110)", "ENG204 Thermo (85)", "ART110 Studio (40)"], [capacitySeries], "grouped", "Fill %", "Course (capacity)")
+capacitySeries = Series("Fill %", [99, 96, 88, 81, 72, 64])
+capacityTable = Table([capCourseCol, capEnrolledCol, capCapacityCol, capFillCol])
+capCourseCol = Col("Course", ["NUR201 Clinical", "CS101 Intro Programming", "BUS301 Finance", "SCI150 Biology", "ENG204 Thermodynamics", "ART110 Design Studio"])
+capEnrolledCol = Col("Enrolled", ["48", "115", "79", "89", "61", "26"])
+capCapacityCol = Col("Capacity", ["48", "120", "90", "110", "85", "40"])
+capFillCol = Col("Fill", ["99%", "96%", "88%", "81%", "72%", "64%"])
+teachingLoadCard = Card([teachingHeader, teachingChart, teachingTable], "card", "column", "m")
+teachingHeader = CardHeader("6 — Teaching Load by Faculty Member", "Fall 2025 • Courses and credit hours")
+teachingChart = HorizontalBarChart(["Dr. Okafor", "Dr. Chen", "Dr. Patel", "Prof. Alvarez", "Prof. Johansson", "Prof. Smith"], [teachingCoursesSeries], "grouped", "Courses", "Faculty")
+teachingCoursesSeries = Series("Courses Assigned", [5, 4, 4, 3, 3, 2])
+teachingTable = Table([facultyCol, facultyCoursesCol, facultyCreditsCol, facultyStudentsCol])
+facultyCol = Col("Faculty", ["Dr. Okafor (Eng)", "Dr. Chen (CS)", "Dr. Patel (Nursing)", "Prof. Alvarez (Business)", "Prof. Johansson (Sciences)", "Prof. Smith (Arts)"])
+facultyCoursesCol = Col("Courses", ["5", "4", "4", "3", "3", "2"])
+facultyCreditsCol = Col("Credit Hrs", ["15", "12", "12", "9", "9", "6"])
+facultyStudentsCol = Col("Students", ["142", "298", "96", "210", "178", "52"])
+housingCard = Card([housingHeader, housingPie, housingTable, housingCallout], "card", "column", "m")
+housingHeader = CardHeader("9 — Housing Occupancy Detail", "All residence halls")
+housingPie = PieChart(["Occupied", "Vacant", "Reserved/Maintenance"], [3412, 148, 70], "donut", "circular")
+housingTable = Table([housingHallCol, housingOccCol, housingRateCol])
+housingHallCol = Col("Hall", ["North Quad", "South Village", "West Hall", "Grad Housing"])
+housingOccCol = Col("Occupied", ["1,240 / 1,280", "1,102 / 1,150", "682 / 750", "388 / 450"])
+housingRateCol = Col("Rate", ["96.9%", "95.8%", "90.9%", "86.2%"])
+housingCallout = TextCallout("neutral", "Outlook", "94% overall. West Hall has most vacancies (68). Spring applications suggest 97% by January.")
+riskEventsRow = Card([riskCard, eventsCard], "clear", "row", "m", "stretch", "between", true)
+riskCard = Card([riskHeader, riskTable, riskCallout, riskActions], "card", "column", "m")
+riskHeader = CardHeader("7 — Students at Academic Risk", "GPA < 2.0 or 2+ incomplete • 87 flagged (0.6% of enrollment)")
+riskTable = Table([riskNameCol, riskIdCol, riskProgramCol, riskGpaCol, riskFlagCol])
+riskNameCol = Col("Student", ["Maya R. — Jr", "James T. — So", "Aisha K. — Sr", "Daniel L. — Fr", "Sofia M. — Jr"])
+riskIdCol = Col("ID", ["#48291", "#51902", "#46318", "#54011", "#49834"])
+riskProgramCol = Col("Program", ["Engineering", "Business", "Nursing", "Computer Science", "Arts & Hum."])
+riskGpaCol = Col("GPA", ["1.72", "1.85", "1.91", "1.64", "1.98"])
+riskFlagCol = Col("Risk", ["2 Fails + Probation", "Attendance <60%", "2 Incompletes", "Midterm fail x3", "Advisory + Hold"])
+riskCallout = Alert("Immediate attention: 12 students", "GPA <1.8 and on probation. Advisors notified automatically. Use message tool to contact groups.", "warning")
+riskActions = Buttons([viewRiskBtn, messageAtRiskBtn])
+viewRiskBtn = Button("View full risk roster (87)", null, "secondary")
+messageAtRiskBtn = Button("Message at-risk group", null, "primary")
+eventsCard = Card([eventsHeader, eventsCalendar, eventsList, eventsDialog], "card", "column", "m")
+eventsHeader = CardHeader("10 — Campus Events This Month", "August 2026 • 18 scheduled")
+eventsCalendar = CalendarBlock("single", "2026-08-01", 1, "label")
+eventsList = ListBlock([event1, event2, event3, event4, event5], "number")
+event1 = ListItem("New Faculty Orientation", "Aug 19 • 09:00 • Admin Hall • 42 attendees", null, "Details")
+event2 = ListItem("Housing Move-In Weekend", "Aug 22-24 • All halls • 3,400+ arrivals", null, "Details")
+event3 = ListItem("Convocation & Welcome Fair", "Aug 25 • 14:00 • Main Quad • All freshmen", null, "Details")
+event4 = ListItem("Research Symposium", "Aug 28 • 10:00 • Science Center • 68 posters", null, "Details")
+event5 = ListItem("Alumni Career Panel", "Aug 29 • 18:00 • Business School • 120 RSVPs", null, "Details")
+eventsDialog = DialogBlock("View full events calendar", "August 2026 — All Campus Events", "18 events including add/drop deadline Aug 30 and scholarship disbursement Sep 1.", [eventsFullText], "secondary")
+eventsFullText = TextContent("Full calendar exported to registrar. Highlights: Aug 20 Dept chairs meeting, Aug 26 Add/Drop closes, Aug 27 Scholarship awards night.", "small")
+actionsRow = Card([approveCourseCard, messageCard], "clear", "row", "m", "stretch", "between", true)
+approveCourseCard = Card([approveHeader, approveText, approveForm, approveHint], "card", "column", "m")
+approveHeader = CardHeader("15 — Approve a New Course", "Pending requests • 3 awaiting decision")
+approveText = TextContent("Latest: CS 380 — AI Ethics (3 cr) proposed by Dr. Chen. Prerequisites: CS201. Capacity 45. Syllabus attached.", "small")
+approveForm = Form("course-approval", approveButtons, [courseTitleControl, courseDeptControl, courseCreditsControl, courseDecisionControl])
+courseTitleControl = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("course_title", "CS 380 — AI Ethics", "text", null, "CS 380 — AI Ethics")
+courseDeptControl = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("course_dept", [cDeptCS, cDeptEng, cDeptBusiness], "Choose department", null, "cs")
+cDeptCS = SelectItem("cs", "Computer Science")
+cDeptEng = SelectItem("eng", "Engineering")
+cDeptBusiness = SelectItem("business", "Business")
+courseCreditsControl = FormControl("Credits / Capacity", courseCreditsInput)
+courseCreditsInput = Input("course_credits", "3 credits — 45 seats", "text")
+courseDecisionControl = FormControl("Decision & notes", courseDecisionSelect, "Approval creates section for Spring 2026")
+courseDecisionSelect = Select("decision", [decApprove, decRevise, decReject], "Select decision")
+decApprove = SelectItem("approve", "Approve — Create offering")
+decRevise = SelectItem("revise", "Request revisions")
+decReject = SelectItem("reject", "Reject")
+approveButtons = Buttons([approveBtn, reviewSyllabusBtn])
+approveBtn = Button("Confirm decision", null, "primary")
+reviewSyllabusBtn = Button("Review syllabus", null, "secondary")
+approveHint = TextContent("Approvals route to Registrar and Scheduling automatically.", "small")
+messageCard = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("16 — Send a Message to a Student Group", "Broadcast to program, risk cohort, housing or custom list")
+messageForm = Form("send-message", messageButtons, [msgGroupControl, msgSubjectControl, msgBodyControl, msgChannelControl])
+msgGroupControl = FormControl("Recipient group", msgGroupSelect)
+msgGroupSelect = Select("recipient_group", [grpAtRisk, grpCSWaitlist, grpHousing, grpAllFreshmen, grpNursing], "Choose group")
+grpAtRisk = SelectItem("at_risk", "At-risk students (87)")
+grpCSWaitlist = SelectItem("cs_waitlist", "CS Waitlisted (165)")
+grpHousing = SelectItem("housing", "All on-campus residents (3,412)")
+grpAllFreshmen = SelectItem("freshmen", "Freshmen — Fall 2025 (3,210)")
+grpNursing = SelectItem("nursing", "Nursing majors (1,120)")
+msgSubjectControl = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g., Advising hold — action required by Aug 22")
+msgBodyControl = FormControl("Message", msgBodyInput)
+msgBodyInput = TextArea("message", "Write your message to the selected group...", 4)
+msgChannelControl = FormControl("Channel", msgChannelRadio)
+msgChannelRadio = RadioGroup("channel", [chEmail, chSms, chBoth], "email")
+chEmail = RadioItem("Email", "To university email", "email")
+chSms = RadioItem("SMS", "Text message (opt-in only)", "sms")
+chBoth = RadioItem("Both", "Email + SMS", "both")
+messageButtons = Buttons([sendMsgBtn, previewMsgBtn])
+sendMsgBtn = Button("Send message", null, "primary")
+previewMsgBtn = Button("Preview", null, "tertiary")
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Export enrollment and revenue report for board meeting")
+fu2 = FollowUpItem("Show only Computer Science waitlist and capacity details")
+fu3 = FollowUpItem("Draft message to at-risk students about advising hours")
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/muse/openui__b5-university__r2.txt
new file mode 100644
index 000000000..9dd03c299
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-university__r2.txt
@@ -0,0 +1,133 @@
+root = Card([header, deptFilterCard, kpiRow, enrollmentCard, programRow, metricsRow, semesterCard, courseFillCard, teachingLoadCard, atRiskCard, occupancyAlumniRow, eventsCard, actionsRow], "clear", "column", "l")
+header = CardHeader("University Administration Overview", "Academic Year 2024–2025 • Updated May 13, 2026 • All metrics refresh nightly")
+deptFilterCard = Card([deptFilterHeader, deptForm], "card", "column", "m")
+deptFilterHeader = CardHeader("Focus on one department", "Filter the overview below by academic unit — item 12")
+deptForm = Form("dept-focus", deptFormButtons, [deptField])
+deptField = FormControl("Department", deptSelect, "Applies to enrollment, applications, course fill and teaching load")
+deptSelect = Select("department", [deptEng, deptBus, deptArts, deptMed, deptLaw, deptEdu], "All Departments")
+deptEng = SelectItem("engineering", "Engineering")
+deptBus = SelectItem("business", "Business")
+deptArts = SelectItem("arts", "Arts & Sciences")
+deptMed = SelectItem("medicine", "Medicine")
+deptLaw = SelectItem("law", "Law")
+deptEdu = SelectItem("education", "Education")
+deptFormButtons = Buttons([deptApplyBtn, deptResetBtn])
+deptApplyBtn = Button("Apply Filter", null, "primary")
+deptResetBtn = Button("Reset", null, "tertiary")
+kpiRow = Card([kpiEnrollment, kpiAcceptance, kpiRevenue, kpiHousing], "clear", "row", "m", "stretch", "between", true)
+kpiEnrollment = Card([kpiEnrollmentHeader, kpiEnrollmentValue, kpiEnrollmentSub], "card", "column", "s")
+kpiEnrollmentHeader = CardHeader("Total Enrollment", "Item 1 — Current headcount")
+kpiEnrollmentValue = TextContent("14,890", "large-heavy")
+kpiEnrollmentSub = TextContent("+4.5% vs 2023 • +19.6% over 5 years", "small")
+kpiAcceptance = Card([kpiAcceptanceHeader, kpiAcceptanceValue, acceptanceProgress], "card", "column", "s")
+kpiAcceptanceHeader = CardHeader("Acceptance Rate", "Item 3 — Fall 2024 cycle")
+kpiAcceptanceValue = TextContent("34.2% accepted", "large-heavy")
+acceptanceProgress = Progress(34.2, "5,894 admitted / 17,240 applications")
+kpiRevenue = Card([kpiRevenueHeader, kpiRevenueValue, kpiRevenueSub], "card", "column", "s")
+kpiRevenueHeader = CardHeader("Tuition Revenue", "Item 4 — This year (FY 2024)")
+kpiRevenueValue = TextContent("$187.4M", "large-heavy")
+kpiRevenueSub = TextContent("+7.1% YoY • 96.3% collected to date", "small")
+kpiHousing = Card([kpiHousingHeader, kpiHousingValue, housingProgressSmall], "card", "column", "s")
+kpiHousingHeader = CardHeader("Housing Occupancy", "Item 9 — Snapshot")
+kpiHousingValue = TextContent("94.0% occupied", "large-heavy")
+housingProgressSmall = Progress(94, "3,412 of 3,630 beds filled")
+enrollmentCard = Card([enrollmentHeader, enrollmentChart, enrollmentNote], "card", "column", "m")
+enrollmentHeader = CardHeader("Total Enrollment — 5-Year Trend", "Item 1 — Headcount at census date each fall")
+enrollmentChart = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollmentSeries], "natural", "Academic Year", "Students")
+enrollmentSeries = Series("Enrolled Students", [12450, 13100, 13820, 14250, 14890])
+enrollmentNote = TextContent("Growth driven by Engineering (+31%) and Arts & Sciences (+18%). Use department filter above to isolate.", "small")
+programRow = Card([applicationsCard, waitlistCard], "clear", "row", "m", "stretch", "between", true)
+applicationsCard = Card([applicationsHeader, applicationsChart], "card", "column", "m")
+applicationsHeader = CardHeader("Applications by Program", "Item 2 — Fall 2024 applications received")
+applicationsChart = BarChart(["Engineering", "Business", "Arts & Sci", "Medicine", "Law", "Education"], [applicationsSeries], "grouped", "Program", "Applications")
+applicationsSeries = Series("Applications", [4200, 3800, 5100, 2100, 1500, 1800])
+waitlistCard = Card([waitlistHeader, waitlistChart], "card", "column", "m")
+waitlistHeader = CardHeader("Waitlisted Students per Program", "Item 14 — Active waitlist as of today")
+waitlistChart = HorizontalBarChart(["Engineering", "Business", "Arts & Sci", "Medicine", "Law", "Education"], [waitlistSeries], "grouped", "Waitlisted", "Program")
+waitlistSeries = Series("Waitlisted", [312, 245, 180, 95, 68, 112])
+metricsRow = Card([scholarshipCard, semesterMiniCard], "clear", "row", "m", "stretch", "between", true)
+scholarshipCard = Card([scholarshipHeader, scholarshipProgress, scholarshipDetail], "card", "column", "m")
+scholarshipHeader = CardHeader("Scholarship Budget", "Item 8 — Used against total allocation")
+scholarshipProgress = Progress(71.1, "$12.8M used of $18.0M")
+scholarshipDetail = TextContent("$5.2M remaining • 68% of awards to need-based recipients • Burn rate on track", "small")
+semesterMiniCard = Card([semesterMiniHeader, semesterTable], "card", "column", "m")
+semesterMiniHeader = CardHeader("This Semester vs Last", "Item 13 — Spring 2025 compared with Fall 2024")
+semesterTable = Table([semMetricCol, semFallCol, semSpringCol, semChangeCol])
+semMetricCol = Col("Metric", ["Enrollment", "Avg GPA", "Retention Rate", "Avg Class Size"])
+semFallCol = Col("Fall 2024", ["14,250", "3.21", "89.4%", "31.2"])
+semSpringCol = Col("Spring 2025", ["14,890", "3.18", "90.1%", "29.8"])
+semChangeCol = Col("Change", ["+640", "-0.03", "+0.7pp", "-1.4"])
+semesterCard = Card([semesterCallout], "clear", "column", "none")
+semesterCallout = Callout("info", "Spring enrollment up 4.5% but GPA dipped slightly", "Advising is proactively contacting 127 at-risk students identified below.")
+courseFillCard = Card([courseFillHeader, courseFillChart, courseFillNote], "card", "column", "m")
+courseFillHeader = CardHeader("Course Offering Fill Rate", "Item 5 — How full each offering is (enrolled / capacity)")
+courseFillChart = HorizontalBarChart(["CS101 Intro CS", "PSYCH101 Intro Psych", "BIO150 Genetics", "ECON201 Micro", "MATH220 Calc II", "HIST110 World Hist"], [courseFillSeries], "grouped", "Fill %", "Course")
+courseFillSeries = Series("Fill Rate %", [98, 99, 92, 87, 84, 76])
+courseFillNote = TextContent("CS101 and PSYCH101 are over 98% full — consider adding sections. HIST110 at 76% has 42 open seats.", "small")
+teachingLoadCard = Card([teachingLoadHeader, teachingLoadChart, teachingLoadNote], "card", "column", "m")
+teachingLoadHeader = CardHeader("Teaching Load by Faculty Member", "Item 6 — Credit hours & sections this semester")
+teachingLoadChart = BarChart(["Dr. Alvarez", "Prof. Chen", "Dr. Okoro", "Prof. Smith", "Dr. Patel", "Prof. Johnson"], [teachingLoadSeries], "grouped", "Faculty", "Credit Hours")
+teachingLoadSeries = Series("Credit Hours", [15, 12, 15, 6, 12, 9])
+teachingLoadNote = TextContent("Dr. Okoro (15 hrs, 5 sections) at max load. Prof. Smith (6 hrs) available for overload or new course assignment.", "small")
+atRiskCard = Card([atRiskHeader, atRiskCallout, atRiskTable], "card", "column", "m")
+atRiskHeader = CardHeader("Students at Academic Risk", "Item 7 — GPA < 2.0 or < 75% credits completed")
+atRiskCallout = Callout("warning", "127 students flagged", "23 on probation, 41 first-year, 18 with two consecutive semesters below threshold")
+atRiskTable = Table([atRiskNameCol, atRiskProgramCol, atRiskGpaCol, atRiskCreditsCol, atRiskStatusCol])
+atRiskNameCol = Col("Student", ["Maya Johnson", "Daniel Kim", "Sofia Reyes", "James Carter", "Aisha Ndiaye"])
+atRiskProgramCol = Col("Program", ["Engineering", "Business", "Arts & Sci", "Medicine Prep", "Education"])
+atRiskGpaCol = Col("GPA", ["1.72", "1.85", "1.91", "1.68", "1.79"])
+atRiskCreditsCol = Col("Credits Earned", ["28/42", "41/60", "52/75", "19/30", "33/48"])
+atRiskStatusCol = Col("Status", ["Probation", "At Risk", "At Risk", "Probation", "At Risk"])
+occupancyAlumniRow = Card([housingCard, alumniCard], "clear", "row", "m", "stretch", "between", true)
+housingCard = Card([housingHeader, housingProgress, housingDetailText], "card", "column", "m")
+housingHeader = CardHeader("Housing Occupancy Detail", "Item 9 — By residence area")
+housingProgress = SingleStackedBarChart(["Occupied", "Vacant"], [3412, 218])
+housingDetailText = TextContent("North Campus 98% • Central 92% • South 89% • Graduate Housing 96%. 218 beds available for spring transfers.", "small")
+alumniCard = Card([alumniHeader, alumniChart, alumniNote], "card", "column", "m")
+alumniHeader = CardHeader("Alumni Giving — Past 4 Years", "Item 11 — Annual donations received")
+alumniChart = AreaChart(["2021", "2022", "2023", "2024"], [alumniSeries], "natural", "Fiscal Year", "$M")
+alumniSeries = Series("Giving ($M)", [4.2, 5.1, 5.8, 6.4])
+alumniNote = TextContent("+52% growth since 2021 • 12,840 donors in 2024 • Average gift $498", "small")
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Campus Events This Month", "Item 10 — May 2026 • 5 upcoming")
+eventsList = ListBlock([event1, event2, event3, event4, event5])
+event1 = ListItem("Spring Research Symposium", "May 20 • Student Center • 340 registered", null, "View")
+event2 = ListItem("Housing Move-Out & Inspections", "May 22-25 • All residence halls", null, "Details")
+event3 = ListItem("Alumni Giving Week Kickoff", "May 27 • Virtual + Quad • Goal $750k", null, "RSVP")
+event4 = ListItem("Faculty Senate: Curriculum Approvals", "May 28 • Admin Hall 201 • New course votes", null, "Agenda")
+event5 = ListItem("Commencement Ceremony", "May 30 • Stadium • 3,820 graduates", null, "Live Stream")
+actionsRow = Card([approveCard, messageCard], "clear", "row", "m", "stretch", "between", true)
+approveCard = Card([approveHeader, approveForm], "card", "column", "m")
+approveHeader = CardHeader("Approve a New Course", "Item 15 — Review and approve pending proposal")
+approveForm = Form("approve-course", approveButtons, [approveTitleField, approveDeptField, approveCreditsField, approveDescField])
+approveTitleField = FormControl("Course Title", approveTitleInput)
+approveTitleInput = Input("course_title", "e.g., DATA 310 — Ethics in AI", "text", null, "DATA 310 — Ethics in AI")
+approveDeptField = FormControl("Department", approveDeptSelect)
+approveDeptSelect = Select("course_dept", [approveDeptEng, approveDeptBus, approveDeptArts], "Select department", null, "engineering")
+approveDeptEng = SelectItem("engineering", "Engineering")
+approveDeptBus = SelectItem("business", "Business")
+approveDeptArts = SelectItem("arts", "Arts & Sciences")
+approveCreditsField = FormControl("Credits / Capacity", approveCreditsInput, "Proposed by Dr. Okoro • 3 credits • 45 seats • Prerequisites: CS101")
+approveCreditsInput = Input("credits", "3 credits, 45 seats")
+approveDescField = FormControl("Rationale", approveDescInput)
+approveDescInput = TextArea("rationale", "Course addresses AI governance gap identified in curriculum review...", 3, null, "Interdisciplinary course covering bias, privacy, and policy. Fills gap in ethics requirement.")
+approveButtons = Buttons([approveBtn, rejectBtn])
+approveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Revisions", null, "secondary")
+messageCard = Card([messageHeader, messageForm], "card", "column", "m")
+messageHeader = CardHeader("Send Message to Student Group", "Item 16 — Bulk outreach with audit trail")
+messageForm = Form("send-message", messageButtons, [messageGroupField, messageSubjectField, messageBodyField])
+messageGroupField = FormControl("Recipient Group", messageGroupSelect)
+messageGroupSelect = Select("group", [groupAll, groupAtRisk, groupWaitlist, groupHousing, groupSeniors], "Choose group")
+groupAll = SelectItem("all", "All Enrolled (14,890)")
+groupAtRisk = SelectItem("at_risk", "Academic Risk (127)")
+groupWaitlist = SelectItem("waitlist", "Waitlisted Students (1,012)")
+groupHousing = SelectItem("housing", "On-Campus Housing (3,412)")
+groupSeniors = SelectItem("seniors", "Graduating Seniors (3,820)")
+messageSubjectField = FormControl("Subject", messageSubjectInput)
+messageSubjectInput = Input("subject", "e.g., Important: Advising appointments this week")
+messageBodyField = FormControl("Message", messageBodyInput)
+messageBodyInput = TextArea("body", "Write your message... Students will receive via email and portal notification.", 4)
+messageButtons = Buttons([sendBtn, saveDraftBtn])
+sendBtn = Button("Send Message", null, "primary")
+saveDraftBtn = Button("Save Draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/muse/openui__b5-university__r3.txt
new file mode 100644
index 000000000..c6aa9eae3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-university__r3.txt
@@ -0,0 +1,131 @@
+root = Card([header, deptFilterCard, kpiCard, enrollmentCard, applicationsRow, acceptanceRevenueRow, courseCapacityCard, facultyLoadCard, riskCard, scholarshipHousingRow, eventsCard, alumniCard, semesterCompareCard, actionsCard, followupBlock], "card", "column", "l")
+header = CardHeader("University Administrator Overview", "Academic Year 2025–2026 • Fall Semester • Updated Aug 18, 2026")
+deptFilterCard = Card([deptFilterHeader, deptFilterForm, deptHint], "sunk", "column", "s")
+deptFilterHeader = CardHeader("12. Focus on One Department", "Filter the entire overview by academic unit")
+deptFilterForm = Form("dept-filter", deptFilterButtons, [deptSelectField])
+deptSelectField = FormControl("Department", deptSelect, "Applies to enrollment, applications, course capacity and faculty load")
+deptSelect = Select("department", [deptAll, deptEng, deptBus, deptArts, deptSci, deptMed], "All Departments")
+deptAll = SelectItem("all", "All Departments — University Wide")
+deptEng = SelectItem("engineering", "College of Engineering")
+deptBus = SelectItem("business", "School of Business")
+deptArts = SelectItem("arts", "College of Arts & Humanities")
+deptSci = SelectItem("science", "College of Science")
+deptMed = SelectItem("medicine", "School of Medicine")
+deptFilterButtons = Buttons([applyFilterBtn, resetBtn], "row")
+applyFilterBtn = Button("Apply Filter", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+deptHint = TextContent("Currently viewing: All Departments. Select a department and click Apply to focus charts and tables.", "small")
+kpiCard = Card([kpiHeader, kpiTable], "card", "column", "s")
+kpiHeader = Heading("Key Performance Snapshot", "h3")
+kpiTable = Table([kpiMetricCol, kpiValueCol, kpiNoteCol])
+kpiMetricCol = Col("Metric", ["1. Total Enrollment (Fall 2025)", "3. Acceptance Rate", "4. Tuition Revenue (FY 2025-26)", "9. Housing Occupancy"])
+kpiValueCol = Col("Value", ["24,850 students", "38.4%", "$142.6M", "92.1%"])
+kpiNoteCol = Col("Context", ["+3.2% YoY • 5-yr high", "3,840 admitted / 10,000 apps", "+6.8% vs FY24 • On target", "1,842 / 2,000 beds filled"])
+enrollmentCard = Card([enrollmentHeader, enrollmentChart, enrollmentCallout], "card", "column", "s")
+enrollmentHeader = CardHeader("1. Total Enrollment — Five-Year Trend", "Headcount at census date, Fall 2021–Fall 2025")
+enrollmentChart = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollmentSeries], "natural", "Academic Year", "Students")
+enrollmentSeries = Series("Total Enrollment", [22800, 23200, 23950, 24050, 24850])
+enrollmentCallout = TextCallout("info", "Growth driven by Engineering + Business", "Enrollment up 9.0% over five years. Largest single-year jump in 2025 (+800 students).")
+applicationsRow = Card([applicationsCard, waitlistCard], "clear", "row", "m")
+applicationsCard = Card([applicationsHeader, applicationsChart], "card", "column", "s")
+applicationsHeader = CardHeader("2. Applications by Program", "Fall 2025 admissions cycle • Total 10,000")
+applicationsChart = BarChart(["Engineering", "Business", "Arts & Hum.", "Science", "Medicine", "Education"], [applicationsSeries], "grouped", "Program", "Applications")
+applicationsSeries = Series("Applications", [2850, 2400, 1350, 1800, 950, 650])
+waitlistCard = Card([waitlistHeader, waitlistChart, waitlistNote], "card", "column", "s")
+waitlistHeader = CardHeader("14. Waitlisted Students per Program", "Active waitlist as of Aug 15, 2026")
+waitlistChart = BarChart(["Engineering", "Business", "Arts & Hum.", "Science", "Medicine", "Education"], [waitlistSeries], "grouped", "Program", "Waitlisted")
+waitlistSeries = Series("Waitlisted", [210, 165, 45, 88, 72, 18])
+waitlistNote = TextContent("598 total waitlisted • Engineering accounts for 35% of waitlist pressure", "small")
+acceptanceRevenueRow = Card([acceptanceCard, revenueCard], "clear", "row", "m")
+acceptanceCard = Card([acceptanceHeader, acceptanceProgress, acceptanceDetail], "card", "column", "s")
+acceptanceHeader = CardHeader("3. Acceptance Rate", "Admitted / Total Applications")
+acceptanceProgress = Progress(38.4, "38.4% — 3,840 admitted of 10,000 applicants")
+acceptanceDetail = TextContent("Selective but stable: −1.2 pts vs 39.6% last year. Yield rate (enrolled/admitted) is 64.2%.", "small")
+revenueCard = Card([revenueHeader, revenueValue, revenueDetail, revenueBar], "card", "column", "s")
+revenueHeader = CardHeader("4. Tuition Revenue This Year", "FY 2025–26 net tuition after aid")
+revenueValue = Heading("$142.6 Million", "h2")
+revenueDetail = TextContent("Budget: $145M • 98.3% of target achieved. +$9.1M vs FY24. Spring collection still pending (~$68M expected).", "small")
+revenueBar = SingleStackedBarChart(["Collected", "Pending"], [74.6, 68])
+courseCapacityCard = Card([courseCapacityHeader, courseCapacityChart, courseCapacityCallout], "card", "column", "s")
+courseCapacityHeader = CardHeader("5. How Full Each Course Offering Is", "Fall 2025 • Capacity utilization by selected high-enrollment courses")
+courseCapacityChart = HorizontalBarChart(["CS 101 Intro to Programming", "BUS 201 Financial Accounting", "BIO 150 General Biology", "ENG 110 Composition", "MED 301 Anatomy", "PSY 101 Intro Psychology", "MATH 210 Calculus II"], [courseCapacitySeries], "grouped", "Utilization %", "Course")
+courseCapacitySeries = Series("Seats Filled %", [98, 92, 87, 76, 101, 84, 68])
+courseCapacityCallout = Callout("warning", "Over-capacity alert", "MED 301 at 101% (42/40 seats) — waitlist active. MATH 210 under-enrolled at 68%.")
+facultyLoadCard = Card([facultyLoadHeader, facultyLoadChart, facultyLoadNote], "card", "column", "s")
+facultyLoadHeader = CardHeader("6. Teaching Load by Faculty Member", "Fall 2025 • Credit hours + sections assigned")
+facultyLoadChart = HorizontalBarChart(["Dr. A. Sharma (Eng)", "Prof. L. Chen (Business)", "Dr. M. Okafor (Science)", "Prof. J. Rivera (Arts)", "Dr. K. Patel (Medicine)", "Prof. D. Wilson (Education)"], [facultyLoadSeries], "grouped", "Credit Hours", "Faculty")
+facultyLoadSeries = Series("Credit Hours", [12, 9, 15, 6, 11, 9])
+facultyLoadNote = TextContent("Average load: 10.3 credits • Okafor (15cr / 3 sections) — highest; Rivera (6cr / 2 sections) — research release.", "small")
+riskCard = Card([riskHeader, riskAlert, riskTable], "card", "column", "s")
+riskHeader = CardHeader("7. Students at Academic Risk", "GPA < 2.0 or 2+ early alerts • Fall 2025 midterm")
+riskAlert = Alert("142 students flagged", "12 on academic probation, 38 with 2+ missed assignments, 92 with GPA drop >0.5. Immediate outreach recommended.", "warning")
+riskTable = Table([riskNameCol, riskProgramCol, riskGpaCol, riskStatusCol])
+riskNameCol = Col("Student", ["Alex Morgan", "Priya Nair", "Jordan Lee", "Sofia Reyes", "David Kim"])
+riskProgramCol = Col("Program", ["Engineering", "Business", "Science", "Arts & Hum.", "Engineering"])
+riskGpaCol = Col("GPA", ["1.82", "1.95", "1.67", "1.89", "1.73"])
+riskStatusCol = Col("Risk Level", ["High — Probation", "Medium — 2 Alerts", "High — Probation", "Medium — GPA Drop", "High — 3 Alerts"])
+scholarshipHousingRow = Card([scholarshipCard, housingCard], "clear", "row", "m")
+scholarshipCard = Card([scholarshipHeader, scholarshipProgress, scholarshipChart, scholarshipDetail], "card", "column", "s")
+scholarshipHeader = CardHeader("8. Scholarship Budget Used Against Total", "FY 2025–26 institutional aid")
+scholarshipProgress = Progress(78, "$31.2M used of $40M total")
+scholarshipChart = PieChart(["Used", "Remaining"], [31.2, 8.8], "donut", "circular")
+scholarshipDetail = TextContent("$8.8M remaining for Spring awards • 78% utilized • On track, 4% under pace vs last year.", "small")
+housingCard = Card([housingHeader, housingProgress, housingChart, housingDetail], "card", "column", "s")
+housingHeader = CardHeader("9. Housing Occupancy", "On-campus residence halls • Fall 2025")
+housingProgress = Progress(92.1, "92.1% occupied — 1,842 of 2,000 beds")
+housingChart = SingleStackedBarChart(["Occupied", "Vacant"], [1842, 158])
+housingDetail = TextContent("Waitlist for housing: 94 students • North Hall 99% full, West Hall 85% (renovation).", "small")
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = CardHeader("10. Campus Events This Month", "August 2026 • 5 upcoming events")
+eventsList = ListBlock([event1, event2, event3, event4, event5])
+event1 = ListItem("New Faculty Orientation", "Aug 20 • 9:00 AM • Administration Building • 45 attendees", null, "RSVP")
+event2 = ListItem("Fall Enrollment Census Day", "Aug 22 • All Day • Registrar • Official count deadline", null, "Details")
+event3 = ListItem("Scholarship Donor Reception", "Aug 26 • 6:00 PM • Alumni Hall • 120 guests", null, "Invite")
+event4 = ListItem("Housing Move-In Weekend", "Aug 29–31 • Residence Halls • 1,842 students", null, "Schedule")
+event5 = ListItem("Research Symposium Kickoff", "Aug 31 • 2:00 PM • Science Center • Open to all", null, "View")
+alumniCard = Card([alumniHeader, alumniChart, alumniNote], "card", "column", "s")
+alumniHeader = CardHeader("11. Alumni Giving Over Past Four Years", "Annual donations • FY22–FY25")
+alumniChart = AreaChart(["FY22", "FY23", "FY24", "FY25"], [alumniSeries], "natural", "Fiscal Year", "USD Millions")
+alumniSeries = Series("Alumni Giving", [8.2, 9.1, 10.4, 11.8])
+alumniNote = TextContent("Four-year growth +43.9% • FY25 record $11.8M • Donor count: 6,420 (+8% YoY).", "small")
+semesterCompareCard = Card([semesterCompareHeader, semesterCompareTable], "card", "column", "s")
+semesterCompareHeader = CardHeader("13. This Semester Compared With Last", "Fall 2025 (current) vs Spring 2025")
+semesterCompareTable = Table([compareMetricCol, compareFallCol, compareSpringCol, compareChangeCol])
+compareMetricCol = Col("Metric", ["Total Enrollment", "Average Class Size", "Tuition Revenue (term)", "Scholarship Aid Awarded", "Housing Occupancy"])
+compareFallCol = Col("Fall 2025", ["24,850", "34.2", "$74.6M", "$16.1M", "92.1%"])
+compareSpringCol = Col("Spring 2025", ["23,940", "31.8", "$71.2M", "$15.1M", "89.4%"])
+compareChangeCol = Col("Change", ["+910 (+3.8%)", "+2.4 (+7.5%)", "+$3.4M (+4.8%)", "+$1.0M (+6.6%)", "+2.7 pts"])
+actionsCard = Card([actionsHeader, actionsRow], "sunk", "column", "m")
+actionsHeader = CardHeader("Administrative Actions", "15. Approve a new course • 16. Send a message to a student group")
+actionsRow = Card([approveDialog, messageForm], "clear", "row", "m")
+approveDialog = DialogBlock("Approve New Course", "15. Approve New Course Proposal", "DATA 410 — AI Ethics & Society • 3 credits • Dept: Computer Science (Engineering) • Proposed by Dr. A. Sharma for Spring 2026", [approveDetails, approveForm], "secondary")
+approveDetails = MarkDownRenderer("**Proposal Summary:**\n- **Capacity:** 45 seats • **Prerequisites:** CS 201, PHIL 150\n- **Rationale:** Meets new accreditation ethics requirement; 88 students on interest list\n- **Resources:** No new faculty needed; fits existing lab schedule\n- **Status:** Department approved • Awaiting Administrator approval", "clear")
+approveForm = Form("approve-course", approveButtons, [approveDecisionField, approveNotesField])
+approveDecisionField = FormControl("Decision", approveDecision)
+approveDecision = RadioGroup("decision", [approveYes, approveNo], "approve")
+approveYes = RadioItem("Approve", "Course will be listed in Spring 2026 catalog", "approve")
+approveNo = RadioItem("Request Revisions", "Send back to department with comments", "revise")
+approveNotesField = FormControl("Comments (optional)", approveNotes, "Visible to department chair")
+approveNotes = TextArea("notes", "Add rationale or conditions...", 3)
+approveButtons = Buttons([approveConfirmBtn, approveCancelBtn], "row")
+approveConfirmBtn = Button("Confirm Decision", null, "primary")
+approveCancelBtn = Button("Cancel", null, "tertiary")
+messageForm = Form("student-message", messageButtons2, [messageGroupField, messageSubjectField, messageBodyField])
+messageGroupField = FormControl("16. Student Group", groupSelect2, "Choose recipients")
+groupSelect2 = Select("group", [groupAll, groupFreshman, groupAtRisk, groupInternational, groupGraduating], "Select group")
+groupAll = SelectItem("all", "All Enrolled Students (24,850)")
+groupFreshman = SelectItem("freshman", "First-Year Students (6,120)")
+groupAtRisk = SelectItem("at-risk", "Students at Academic Risk (142)")
+groupInternational = SelectItem("international", "International Students (1,840)")
+groupGraduating = SelectItem("graduating", "Graduating Seniors (3,210)")
+messageSubjectField = FormControl("Subject", subjectInput2)
+subjectInput2 = Input("subject", "Important update regarding Fall 2025", "text")
+messageBodyField = FormControl("Message", messageBody, "Will be sent via email + portal notification")
+messageBody = TextArea("message", "Write your message to the selected group...", 4)
+messageButtons2 = Buttons([sendBtn, saveDraftBtn], "row")
+sendBtn = Button("Send Message", null, "primary")
+saveDraftBtn = Button("Save Draft", null, "secondary")
+followupBlock = FollowUpBlock([followup1, followup2, followup3])
+followup1 = FollowUpItem("Export Fall 2025 enrollment report as PDF")
+followup2 = FollowUpItem("Show breakdown by department for waitlisted students")
+followup3 = FollowUpItem("Draft outreach email to 142 at-risk students")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/muse/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/muse/openui__b5-university__r4.txt
new file mode 100644
index 000000000..90a8389fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/muse/openui__b5-university__r4.txt
@@ -0,0 +1,151 @@
+root = Card([header, deptFilterCard, kpiRow, enrollmentCard, admissionsRow, financeRow, coursesCard, facultyCard, riskCard, comparisonCard, eventsCard, adminActionsCard], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Fall 2025 • Academic Year 2025–2026 • Updated Aug 18, 2026")
+deptFilterCard = Card([deptFilterHeader, deptFilterForm], "sunk", "column", "m")
+deptFilterHeader = CardHeader("Focus View (12)", "Filter the entire overview by department and semester")
+deptFilterForm = Form("dept-focus", deptFilterButtons, [deptSelectField, semesterSelectField])
+deptSelectField = FormControl("Department", deptSelect, "Select one department to focus all metrics below")
+deptSelect = Select("department", [deptEng, deptBus, deptArts, deptMed, deptEdu, deptLaw], "All Departments")
+deptEng = SelectItem("engineering", "College of Engineering")
+deptBus = SelectItem("business", "School of Business")
+deptArts = SelectItem("arts", "Arts & Sciences")
+deptMed = SelectItem("medicine", "School of Medicine")
+deptEdu = SelectItem("education", "College of Education")
+deptLaw = SelectItem("law", "School of Law")
+semesterSelectField = FormControl("Semester View", semSelect)
+semSelect = Select("semester_view", [semFall, semSpring], "Fall 2025 (Current)")
+semFall = SelectItem("fall25", "Fall 2025")
+semSpring = SelectItem("spring25", "Spring 2025")
+deptFilterButtons = Buttons([applyFilterBtn, clearFilterBtn])
+applyFilterBtn = Button("Apply Focus", null, "primary")
+clearFilterBtn = Button("Clear Filter", null, "secondary")
+kpiRow = Card([kpiEnrollment, kpiAcceptance, kpiTuition, kpiHousing], "clear", "row", "m")
+kpiEnrollment = Card([enrollHeader, enrollValue, enrollTrendNote], "card", "column", "s")
+enrollHeader = CardHeader("Total Enrollment (1)", "Headcount Fall 2025")
+enrollValue = TextContent("**18,450** students", "large-heavy")
+enrollTrendNote = TextContent("↑ +530 vs 2024 (+2.96%) • 5-year growth +13.9%", "small")
+kpiAcceptance = Card([acceptHeader, acceptProgress, acceptDetail], "card", "column", "s")
+acceptHeader = CardHeader("Acceptance Rate (3)", "Fall 2025 Admissions")
+acceptProgress = Progress(64.2, "64.2% Accepted")
+acceptDetail = TextContent("7,820 accepted / 12,180 applicants", "small")
+kpiTuition = Card([tuitionHeader, tuitionValue, tuitionDetail], "card", "column", "s")
+tuitionHeader = CardHeader("Tuition Revenue This Year (4)", "FY 2025–26 YTD")
+tuitionValue = TextContent("**$214.6M**", "large-heavy")
+tuitionDetail = TextContent("↑ 6.1% YoY • 94% of $228M annual target", "small")
+kpiHousing = Card([housingHeader, housingProgress, housingDetail], "card", "column", "s")
+housingHeader = CardHeader("Housing Occupancy (9)", "On-Campus Beds")
+housingProgress = Progress(93, "93.0% Occupied")
+housingDetail = TextContent("4,280 / 4,600 beds filled • 12 beds held for maintenance", "small")
+enrollmentCard = Card([enrollmentHeader, enrollmentChart, enrollmentTable], "card", "column", "m")
+enrollmentHeader = CardHeader("Enrollment Trend — Five Years (1)", "Total headcount 2021–2025")
+enrollmentChart = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollSeries], "natural", "Academic Year", "Students")
+enrollSeries = Series("Total Enrollment", [16200, 16850, 17400, 17920, 18450])
+enrollmentTable = Table([enrollYearCol, enrollCountCol, enrollChangeCol])
+enrollYearCol = Col("Year", ["2021", "2022", "2023", "2024", "2025"])
+enrollCountCol = Col("Enrollment", ["16,200", "16,850", "17,400", "17,920", "18,450"])
+enrollChangeCol = Col("YoY Change", ["—", "+650", "+550", "+520", "+530"])
+admissionsRow = Card([applicationsCard, waitlistCard], "clear", "row", "m")
+applicationsCard = Card([applicationsHeader, applicationsChart], "card", "column", "m")
+applicationsHeader = CardHeader("Applications by Program (2)", "Fall 2025 • 12,180 total applications")
+applicationsChart = HorizontalBarChart(["Engineering", "Business", "Arts & Sci", "Medicine", "Education", "Law"], [appSeries], "grouped", "Applications", "Program")
+appSeries = Series("Applications", [3420, 2890, 2650, 1840, 1320, 980])
+waitlistCard = Card([waitlistHeader, waitlistChart, waitlistTable], "card", "column", "m")
+waitlistHeader = CardHeader("Waitlisted Students per Program (14)", "Active waitlist as of Aug 15")
+waitlistChart = HorizontalBarChart(["Engineering", "Business", "Arts & Sci", "Medicine", "Education", "Law"], [waitSeries], "grouped", "Waitlisted", "Program")
+waitSeries = Series("Waitlisted", [312, 245, 198, 167, 89, 54])
+waitlistTable = Table([waitProgCol, waitCountCol, waitPctCol])
+waitProgCol = Col("Program", ["Engineering", "Business", "Arts & Sci", "Medicine", "Education", "Law"])
+waitCountCol = Col("Waitlisted", ["312", "245", "198", "167", "89", "54"])
+waitPctCol = Col("% of Applicants", ["9.1%", "8.5%", "7.5%", "9.1%", "6.7%", "5.5%"])
+financeRow = Card([scholarshipCard, alumniCard], "clear", "row", "m")
+scholarshipCard = Card([scholarshipHeader, scholarshipProgress, scholarshipBar, scholarshipDetail], "card", "column", "m")
+scholarshipHeader = CardHeader("Scholarship Budget Used vs Total (8)", "$18.4M of $22.0M allocated")
+scholarshipProgress = Progress(83.6, "$18.4M Used (83.6%)")
+scholarshipBar = SingleStackedBarChart(["Used", "Remaining"], [18.4, 3.6])
+scholarshipDetail = TextContent("Remaining: $3.6M • 412 awards disbursed • Avg award $44,660", "small")
+alumniCard = Card([alumniHeader, alumniChart, alumniNote], "card", "column", "m")
+alumniHeader = CardHeader("Alumni Giving — Past Four Years (11)", "Total annual donations")
+alumniChart = AreaChart(["2022", "2023", "2024", "2025"], [alumniSeries], "natural", "Fiscal Year", "$M")
+alumniSeries = Series("Giving", [8.2, 9.1, 10.4, 11.8])
+alumniNote = TextContent("↑ 13.5% YoY • 9,240 donors in 2025 • Participation 18.7%", "small")
+coursesCard = Card([coursesHeader, coursesCallout, coursesTable, coursesChart], "card", "column", "m")
+coursesHeader = CardHeader("Course Offering Fill Rate (5)", "Fall 2025 • 142 sections • Avg fill 89.2%")
+coursesCallout = Callout("warning", "3 Sections Over 95% Capacity", "CS101-A, BIO110-01, and ECON201-B may need additional sections or larger rooms.")
+coursesTable = Table([courseCodeCol, courseNameCol, enrolledCol, capacityCol, fillCol])
+courseCodeCol = Col("Section", ["CS101-A", "ECON201-B", "BIO110-01", "MGT301-C", "ENG102-05", "LAW501-01"])
+courseNameCol = Col("Course", ["Intro to CS", "Microeconomics", "Gen Biology", "Org Behavior", "Comp & Rhetoric", "Contracts I"])
+enrolledCol = Col("Enrolled", ["148", "210", "185", "132", "118", "64"])
+capacityCol = Col("Capacity", ["150", "240", "200", "160", "135", "75"])
+fillCol = Col("Fill %", ["98.7%", "87.5%", "92.5%", "82.5%", "87.4%", "85.3%"])
+coursesChart = HorizontalBarChart(["CS101-A", "ECON201-B", "BIO110-01", "MGT301-C", "ENG102-05", "LAW501-01"], [fillSeries], "grouped", "Fill %", "Section")
+fillSeries = Series("Fill Rate", [98.7, 87.5, 92.5, 82.5, 87.4, 85.3])
+facultyCard = Card([facultyHeader, facultyChart, facultyTable], "card", "column", "m")
+facultyHeader = CardHeader("Teaching Load by Faculty Member (6)", "Fall 2025 • Credit hours & sections")
+facultyChart = BarChart(["Dr. Chen", "Prof. Alvarez", "Dr. Okoro", "Prof. Smith", "Dr. Patel", "Prof. Nguyen"], [loadSeries], "grouped", "Faculty", "Credit Hours")
+loadSeries = Series("Credit Hours", [12, 9, 15, 6, 12, 9])
+facultyTable = Table([facNameCol, facDeptCol, facSectionsCol, facCreditsCol, facStudentsCol])
+facNameCol = Col("Faculty", ["Dr. L. Chen", "Prof. M. Alvarez", "Dr. S. Okoro", "Prof. J. Smith", "Dr. R. Patel", "Prof. K. Nguyen"])
+facDeptCol = Col("Dept", ["Engineering", "Business", "Arts & Sci", "Education", "Medicine", "Law"])
+facSectionsCol = Col("Sections", ["4", "3", "5", "2", "4", "3"])
+facCreditsCol = Col("Credits", ["12", "9", "15", "6", "12", "9"])
+facStudentsCol = Col("Students", ["148", "210", "185", "95", "132", "78"])
+riskCard = Card([riskHeader, riskAlert, riskList], "card", "column", "m")
+riskHeader = CardHeader("Students at Academic Risk (7)", "GPA <2.0 or 2+ early alerts • 87 students flagged")
+riskAlert = Alert("Immediate Attention Required", "12 students below 1.5 GPA • 23 with 3+ absences • Auto-alerts sent to advisors", "warning")
+riskList = Table([riskStudentCol, riskProgramCol, riskGpaCol, riskIssueCol, riskAdvisorCol])
+riskStudentCol = Col("Student", ["A. Johnson • #88421", "M. Rivera • #89103", "K. Thompson • #87992", "S. Williams • #90211", "D. Kim • #88745"])
+riskProgramCol = Col("Program", ["Engineering", "Business", "Arts & Sci", "Education", "Medicine"])
+riskGpaCol = Col("GPA", ["1.42", "1.67", "1.89", "1.55", "1.73"])
+riskIssueCol = Col("Flag", ["2 Fails, Low Attend.", "Probation, 3 Alerts", "Missed 4 Assignments", "Midterm Fail", "2 Alerts, Absences"])
+riskAdvisorCol = Col("Advisor", ["Dr. Chen", "Prof. Alvarez", "Dr. Okoro", "Prof. Smith", "Dr. Patel"])
+comparisonCard = Card([comparisonHeader, comparisonTable, comparisonChart], "card", "column", "m")
+comparisonHeader = CardHeader("This Semester vs Last Semester (13)", "Fall 2025 (current) compared with Spring 2025")
+comparisonTable = Table([compMetricCol, compFallCol, compSpringCol, compChangeCol])
+compMetricCol = Col("Metric", ["Total Enrollment", "Avg GPA", "Retention Rate", "Avg Class Size", "Courses Offered"])
+compFallCol = Col("Fall 2025", ["18,450", "3.14", "91.2%", "32.4", "142"])
+compSpringCol = Col("Spring 2025", ["17,680", "3.08", "89.7%", "30.9", "138"])
+compChangeCol = Col("Change", ["+770 (+4.4%)", "+0.06", "+1.5pp", "+1.5", "+4"])
+comparisonChart = BarChart(["Enrollment", "Avg GPA x10", "Retention %", "Class Size", "Courses"], [fallSeries, springSeries], "grouped", "Metric", "Value")
+fallSeries = Series("Fall 2025", [18450, 31.4, 91.2, 32.4, 142])
+springSeries = Series("Spring 2025", [17680, 30.8, 89.7, 30.9, 138])
+eventsCard = Card([eventsHeader, eventsCalendar, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Campus Events This Month (10)", "August 2025 • 6 scheduled events")
+eventsCalendar = CalendarBlock("single", "2025-08-01", 1, "label")
+eventsList = ListBlock([event1, event2, event3, event4, event5, event6])
+event1 = ListItem("New Faculty Orientation", "Aug 19 • 9:00 AM • Student Union Ballroom • 120 expected")
+event2 = ListItem("Fall Convocation", "Aug 22 • 10:00 AM • Main Quad • All faculty & incoming students")
+event3 = ListItem("Research Symposium", "Aug 26 • 1:00 PM • Engineering Hall • 45 poster presentations")
+event4 = ListItem("Housing Move-In Weekend", "Aug 23–24 • All Residence Halls • 2,100 arrivals")
+event5 = ListItem("Career Fair Prep Workshop", "Aug 28 • 3:00 PM • Business Center Rm 210")
+event6 = ListItem("Alumni Board Meeting", "Aug 30 • 11:00 AM • Admin Building • 18 attendees")
+adminActionsCard = Card([adminHeader, adminRow], "card", "column", "m")
+adminHeader = CardHeader("Administrative Actions", "Approvals and communications")
+adminRow = Card([approveCard, messageCard], "clear", "row", "m")
+approveCard = Card([approveHeader, approveText, approveDialog], "sunk", "column", "m")
+approveHeader = CardHeader("Approve New Course (15)", "Pending proposal")
+approveText = TextContent("**DATA 380: Ethics in AI** • College of Engineering • 3 credits • Proposed by Dr. L. Chen • 45 seats • Prereq: CS101 • Awaiting Dean approval. Syllabus and learning outcomes attached.", "small")
+approveDialog = DialogBlock("Review & Approve Course", "Approve DATA 380: Ethics in AI?", "This will add the course to the Spring 2026 catalog and open it for registration. Students on the Engineering waitlist will be notified.", [approveDetail, approveButtons], "default")
+approveDetail = TextContent("Course will be listed as DATA 380 — Ethics in AI (3 cr). Capacity 45, meets Tue/Thu 2:00–3:30 PM. Budget impact: $12k adjunct allocation.", "small")
+approveButtons = Buttons([confirmApproveBtn, rejectBtn])
+confirmApproveBtn = Button("Approve Course", null, "primary")
+rejectBtn = Button("Request Revisions", null, "secondary")
+messageCard = Card([messageHeader, messageForm], "sunk", "column", "m")
+messageHeader = CardHeader("Send Message to Student Group (16)", "Broadcast via email & portal")
+messageForm = Form("group-message", messageButtons, [groupSelectField, subjectField, messageField, priorityField])
+groupSelectField = FormControl("Recipient Group", groupSelect, "Choose one or more cohorts")
+groupSelect = Select("group", [groupRisk, groupWait, groupHousing, groupAll, groupEng], "Select group")
+groupRisk = SelectItem("at_risk", "Students at Academic Risk (87)")
+groupWait = SelectItem("waitlisted", "Waitlisted Students (1,065)")
+groupHousing = SelectItem("housing", "On-Campus Residents (4,280)")
+groupAll = SelectItem("all", "All Enrolled Students (18,450)")
+groupEng = SelectItem("engineering", "Engineering Undergrads (3,420)")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "e.g., Important: Advising Hold & Support Resources")
+messageField = FormControl("Message", messageInput, "Supports markdown • Will be sent as email and portal notification")
+messageInput = TextArea("message", "Write your message to the selected group...", 4)
+priorityField = FormControl("Priority", priorityRadio)
+priorityRadio = RadioGroup("priority", [prioNormal, prioUrgent])
+prioNormal = RadioItem("Normal", "Standard delivery", "normal")
+prioUrgent = RadioItem("Urgent", "High priority + SMS for at-risk", "urgent")
+messageButtons = Buttons([sendMsgBtn, previewBtn])
+sendMsgBtn = Button("Send Message", null, "primary")
+previewBtn = Button("Preview", null, "secondary")
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..257f22744
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,120 @@
+Here's a clean invoice view covering all three requirements: the amount due with currency, the due date, and a way to pay now.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "invoice-meta", "amount-card", "due-card", "pay-buttons", "footer-note"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2024-0042",
+          "subtitle": "From Jordan Rivera · Freelance Design Services"
+        },
+        {
+          "id": "invoice-meta",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Billed to: **Acme Corp** · Issued: June 1, 2024"
+        },
+        {
+          "id": "amount-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["amount-label", "amount-value"]
+        },
+        {
+          "id": "amount-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "AMOUNT DUE"
+        },
+        {
+          "id": "amount-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$3,450.00 USD"
+        },
+        {
+          "id": "due-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "start",
+          "children": ["due-label", "due-badge"]
+        },
+        {
+          "id": "due-label",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Due date:**"
+        },
+        {
+          "id": "due-badge",
+          "component": "Tag",
+          "text": "June 30, 2024",
+          "icon": "calendar",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "pay-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["pay-now-btn", "view-details-btn"]
+        },
+        {
+          "id": "pay-now-btn",
+          "component": "Button",
+          "label": "Pay $3,450.00 Now",
+          "variant": "primary",
+          "size": "large",
+          "action": ["pay_invoice", "INV-2024-0042"]
+        },
+        {
+          "id": "view-details-btn",
+          "component": "Button",
+          "label": "View Line Items",
+          "variant": "tertiary",
+          "size": "medium",
+          "action": ["view_details", "INV-2024-0042"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Secure payment processed via Stripe. A receipt will be emailed upon completion."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered requirement:
+
+1. **Amount due and currency** — Displayed prominently as `$3,450.00 USD` in a recessed card with an "AMOUNT DUE" label.
+2. **Due date** — Shown as a highlighted warning-colored tag (`June 30, 2024`) so it stands out.
+3. **A way to pay now** — A large primary "Pay $3,450.00 Now" button that triggers the payment action, plus a secondary option to review line items first.
+
+Want me to add a line-item breakdown table, a countdown to the due date, or partial-payment options?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..94e8dc57a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,121 @@
+Here's a clean invoice view for your freelancer's client, covering all three items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "invoice-meta",
+            "amount-card",
+            "duedate-card",
+            "divider",
+            "pay-buttons",
+            "note"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2024-0142",
+          "subtitle": "From Jordan Reyes — Freelance Design & Development"
+        },
+        {
+          "id": "invoice-meta",
+          "component": "TagBlock",
+          "tags": ["Web Design", "Milestone 2", "Issued Jun 1, 2024"]
+        },
+        {
+          "id": "amount-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["amount-label", "amount-value", "amount-currency"]
+        },
+        {
+          "id": "amount-label",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small-heavy"
+        },
+        {
+          "id": "amount-value",
+          "component": "Heading",
+          "text": "$4,250.00",
+          "level": "h1"
+        },
+        {
+          "id": "amount-currency",
+          "component": "TextContent",
+          "text": "Currency: USD (US Dollar)",
+          "size": "small"
+        },
+        {
+          "id": "duedate-card",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Due Date: June 15, 2024",
+          "description": "Payment is due within 14 days of issue. Please pay by the date above to avoid a late fee."
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "pay-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["pay-now-btn", "download-btn"]
+        },
+        {
+          "id": "pay-now-btn",
+          "component": "Button",
+          "label": "Pay Now — $4,250.00",
+          "variant": "primary",
+          "size": "large",
+          "action": ["pay_invoice", "INV-2024-0142"]
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["download_invoice", "INV-2024-0142"]
+        },
+        {
+          "id": "note",
+          "component": "TextContent",
+          "text": "Secure payment powered by Stripe. Accepts card, ACH, and bank transfer.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers everything requested:
+
+1. **Amount due and currency** — shown prominently in the recessed card as **$4,250.00** with an explicit **USD (US Dollar)** label.
+2. **Due date** — highlighted in a warning callout as **June 15, 2024**, with payment terms.
+3. **A way to pay now** — a large primary **"Pay Now"** button triggers the payment action, with a secondary option to download the invoice PDF.
+
+Want me to make the amount and due date dynamic via a data model, add an itemized line-item table, or include a payment-status badge (e.g., "Unpaid" / "Overdue")?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..20a901ca6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,115 @@
+Here's a clean invoice view for the client covering the amount due, due date, and a way to pay now.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "amountCard", "detailsCard", "payButtons", "footerNote"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2024-0042",
+          "subtitle": "From: Jordan Rivera Design Studio"
+        },
+        {
+          "id": "amountCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["amountLabel", "amountValue", "amountStatus"]
+        },
+        {
+          "id": "amountLabel",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small-heavy"
+        },
+        {
+          "id": "amountValue",
+          "component": "Heading",
+          "text": "$2,450.00 USD",
+          "level": "h1"
+        },
+        {
+          "id": "amountStatus",
+          "component": "Badge",
+          "text": "Unpaid",
+          "variant": "destructive"
+        },
+        {
+          "id": "detailsCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["dueDateRow", "issuedRow"]
+        },
+        {
+          "id": "dueDateRow",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Due Date: October 15, 2024",
+          "description": "Payment is due within 7 days. A late fee may apply after this date."
+        },
+        {
+          "id": "issuedRow",
+          "component": "TextContent",
+          "text": "**Issued:** October 8, 2024 &nbsp;•&nbsp; **Terms:** Net 7",
+          "size": "small"
+        },
+        {
+          "id": "payButtons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["payNowBtn", "viewDetailsBtn"]
+        },
+        {
+          "id": "payNowBtn",
+          "component": "Button",
+          "label": "Pay $2,450.00 Now",
+          "variant": "primary",
+          "size": "large",
+          "action": ["pay_invoice", "INV-2024-0042"]
+        },
+        {
+          "id": "viewDetailsBtn",
+          "component": "Button",
+          "label": "View Line Items",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["view_details", "INV-2024-0042"]
+        },
+        {
+          "id": "footerNote",
+          "component": "TextContent",
+          "text": "Payments are processed securely. You can pay by card, bank transfer, or ACH.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three required items:
+1. **Amount due and currency** — shown prominently as `$2,450.00 USD` in the highlighted amount card, with an "Unpaid" status badge.
+2. **Due date** — displayed in a warning alert (`Due Date: October 15, 2024`) with terms context.
+3. **A way to pay now** — a large primary "Pay $2,450.00 Now" button, plus a secondary option to view line items.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..10dd9d08e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,117 @@
+Here's a clean invoice view for your client covering the amount due, due date, and a way to pay now.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "amountCard", "dueDateCard", "separator", "payButtons"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2024-087",
+          "subtitle": "Billed to: Acme Corp • From: Jordan Blake (Freelance Design)"
+        },
+        {
+          "id": "amountCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["amountLabel", "amountValue", "amountNote"]
+        },
+        {
+          "id": "amountLabel",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small-heavy"
+        },
+        {
+          "id": "amountValue",
+          "component": "Heading",
+          "text": "$4,250.00 USD",
+          "level": "h1"
+        },
+        {
+          "id": "amountNote",
+          "component": "TextContent",
+          "text": "Currency: US Dollars (USD)",
+          "size": "small"
+        },
+        {
+          "id": "dueDateCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["dueDateText", "dueDateBadge"]
+        },
+        {
+          "id": "dueDateText",
+          "component": "TextContent",
+          "text": "**Due Date**",
+          "size": "large"
+        },
+        {
+          "id": "dueDateBadge",
+          "component": "Tag",
+          "text": "July 15, 2024",
+          "icon": "calendar",
+          "size": "lg",
+          "variant": "warning"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "payButtons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["payNowBtn", "downloadBtn"]
+        },
+        {
+          "id": "payNowBtn",
+          "component": "Button",
+          "label": "Pay Now — $4,250.00",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "pay_invoice", "invoiceId": "INV-2024-087", "amount": 4250.00, "currency": "USD"}]
+        },
+        {
+          "id": "downloadBtn",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "download_invoice", "invoiceId": "INV-2024-087"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Amount due and currency** — displayed prominently in the recessed card as **$4,250.00 USD**, with an explicit currency note.
+2. **Due date** — shown as a highlighted warning tag reading **July 15, 2024**.
+3. **A way to pay now** — a large primary **"Pay Now"** button that triggers the payment action, plus a secondary option to download the invoice PDF.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..a90447638
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,136 @@
+Here's a clean single-screen view of your next meeting.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "time-tag",
+            "sep-1",
+            "attendees-heading",
+            "attendees-list",
+            "sep-2",
+            "join-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Q3 Product Roadmap Review",
+          "subtitle": "Up next on your calendar"
+        },
+        {
+          "id": "time-tag",
+          "component": "Tag",
+          "text": "Today · 2:00 PM – 3:00 PM",
+          "icon": "clock",
+          "size": "lg",
+          "variant": "info"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "attendees-heading",
+          "component": "Heading",
+          "text": "Attendees",
+          "level": "h4"
+        },
+        {
+          "id": "attendees-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "attendee-1",
+            "attendee-2",
+            "attendee-3",
+            "attendee-4"
+          ]
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Lead · Organizer"
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Marcus Lee",
+          "subtitle": "Engineering Manager"
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "Design Director"
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "Tom Alvarez",
+          "subtitle": "Data & Analytics"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "join-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "join-btn",
+            "copy-link-btn"
+          ]
+        },
+        {
+          "id": "join-btn",
+          "component": "Button",
+          "label": "Join Call",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "open_url",
+              "url": "https://meet.example.com/q3-roadmap-review"
+            }
+          ]
+        },
+        {
+          "id": "copy-link-btn",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Title & start time** — shown in the header ("Q3 Product Roadmap Review") and the prominent time tag.
+2. **Who is attending** — a clear attendee list with names, roles, and the organizer flagged.
+3. **A way to join** — a primary **Join Call** button (plus a Copy Link option) at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..88aea9321
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,138 @@
+Here's a clean single-screen view of your next meeting:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "time-tag",
+            "sep-1",
+            "attendees-heading",
+            "attendees-list",
+            "sep-2",
+            "join-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Q3 Product Roadmap Review",
+          "subtitle": "Next up on your calendar"
+        },
+        {
+          "id": "time-tag",
+          "component": "Tag",
+          "text": "Today, 2:00 PM – 3:00 PM",
+          "icon": "clock",
+          "size": "lg",
+          "variant": "info"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "attendees-heading",
+          "component": "Heading",
+          "text": "Attendees (4)",
+          "level": "h4"
+        },
+        {
+          "id": "attendees-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": [
+            "att-1",
+            "att-2",
+            "att-3",
+            "att-4"
+          ]
+        },
+        {
+          "id": "att-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Lead • Organizer"
+        },
+        {
+          "id": "att-2",
+          "component": "ListItem",
+          "title": "Marcus Reed",
+          "subtitle": "Engineering Manager"
+        },
+        {
+          "id": "att-3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "Design Lead"
+        },
+        {
+          "id": "att-4",
+          "component": "ListItem",
+          "title": "Tom Alvarez",
+          "subtitle": "Data & Analytics"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "join-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "join-btn",
+            "copy-btn"
+          ]
+        },
+        {
+          "id": "join-btn",
+          "component": "Button",
+          "label": "Join Video Call",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            "join_meeting"
+          ]
+        },
+        {
+          "id": "copy-btn",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "large",
+          "action": [
+            "copy_meeting_link"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Title & start time** — shown in the header ("Q3 Product Roadmap Review") with the time highlighted in an info tag.
+2. **Attendees** — a list of all four participants with their roles, including who's organizing.
+3. **Join the call** — a prominent primary "Join Video Call" button, plus a secondary "Copy Link" option.
+
+Let me know if you'd like to add an agenda, meeting location, or a countdown to start time.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..979c1a2a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,130 @@
+Here's a clean single-screen view of what's next on your calendar.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "meetingCard", "attendeesCard", "joinButtons"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Up Next",
+          "subtitle": "Your next scheduled meeting"
+        },
+        {
+          "id": "meetingCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["meetingTitle", "meetingTime", "meetingTags"]
+        },
+        {
+          "id": "meetingTitle",
+          "component": "Heading",
+          "text": "Q3 Product Roadmap Review",
+          "level": "h2"
+        },
+        {
+          "id": "meetingTime",
+          "component": "TextContent",
+          "text": "🕑 Today · 2:00 PM – 3:00 PM (PST)",
+          "size": "large"
+        },
+        {
+          "id": "meetingTags",
+          "component": "TagBlock",
+          "tags": ["Recurring", "Google Meet", "1 hour"]
+        },
+        {
+          "id": "attendeesCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["attendeesHeading", "attendeesList"]
+        },
+        {
+          "id": "attendeesHeading",
+          "component": "Heading",
+          "text": "Attendees (4)",
+          "level": "h4"
+        },
+        {
+          "id": "attendeesList",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["att1", "att2", "att3", "att4"]
+        },
+        {
+          "id": "att1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Organizer · Product Lead"
+        },
+        {
+          "id": "att2",
+          "component": "ListItem",
+          "title": "Marcus Reid",
+          "subtitle": "Accepted · Engineering"
+        },
+        {
+          "id": "att3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "Accepted · Design"
+        },
+        {
+          "id": "att4",
+          "component": "ListItem",
+          "title": "Tom Alvarez",
+          "subtitle": "Maybe · Marketing"
+        },
+        {
+          "id": "joinButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["joinBtn", "detailsBtn"]
+        },
+        {
+          "id": "joinBtn",
+          "component": "Button",
+          "label": "Join Call",
+          "variant": "primary",
+          "size": "large",
+          "action": ["join_meeting"]
+        },
+        {
+          "id": "detailsBtn",
+          "component": "Button",
+          "label": "View Details",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["view_details"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+1. **Title & start time** — shown prominently in the highlighted meeting card.
+2. **Attendees** — a list of the 4 participants with their roles and RSVP status.
+3. **Join the call** — a primary "Join Call" button, plus a secondary option to view full details.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..da93b418f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,116 @@
+Here's a clean single-screen view of your next meeting.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "time-tag", "sep-1", "attendees-heading", "attendees", "sep-2", "join-buttons"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Q3 Product Roadmap Review",
+          "subtitle": "Up next on your calendar"
+        },
+        {
+          "id": "time-tag",
+          "component": "Tag",
+          "text": "Today · 2:00 PM – 3:00 PM PT",
+          "icon": "calendar",
+          "size": "lg",
+          "variant": "info"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "attendees-heading",
+          "component": "Heading",
+          "text": "Attendees",
+          "level": "h4"
+        },
+        {
+          "id": "attendees",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["att-1", "att-2", "att-3", "att-4"]
+        },
+        {
+          "id": "att-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Organizer · Product Lead"
+        },
+        {
+          "id": "att-2",
+          "component": "ListItem",
+          "title": "Marcus Lee",
+          "subtitle": "Engineering Manager"
+        },
+        {
+          "id": "att-3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "Design Director"
+        },
+        {
+          "id": "att-4",
+          "component": "ListItem",
+          "title": "Tom Alvarez",
+          "subtitle": "Marketing"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "join-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-join", "btn-dial"]
+        },
+        {
+          "id": "btn-join",
+          "component": "Button",
+          "label": "Join Video Call",
+          "variant": "primary",
+          "size": "large",
+          "action": ["join_call", "https://meet.example.com/q3-roadmap"]
+        },
+        {
+          "id": "btn-dial",
+          "component": "Button",
+          "label": "Dial In",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["dial_in", "+1-555-0142,,982371#"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Title & start time** — the header shows the meeting name, and the info tag displays the full time window.
+2. **Attendees** — a list of everyone attending with their roles.
+3. **Join the call** — a prominent "Join Video Call" button plus a "Dial In" fallback.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..2860e11c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,80 @@
+Here's a clean signup screen for your weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "value-prop", "signup-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Weekly Product Brief",
+          "subtitle": "Join our newsletter"
+        },
+        {
+          "id": "value-prop",
+          "component": "TextContent",
+          "text": "Every week, get one concise email with the latest product updates, new features, and practical tips to get more out of the platform.",
+          "size": "large"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterSignup",
+          "fields": ["email-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "email-input",
+          "hint": "We'll only use this to send you the weekly newsletter. Unsubscribe anytime."
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [
+            { "required": true, "message": "Please enter your email address" }
+          ]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"]
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both requirements:
+1. **What subscribers get** — a one-sentence value proposition describing the weekly email of product updates, features, and tips.
+2. **Email entry + subscribe** — an email input field with validation and a primary "Subscribe" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..f35aa116d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,78 @@
+Here's a clean signup screen for your weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "pitch", "signup-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Product Weekly",
+          "subtitle": "Your Monday-morning product edge"
+        },
+        {
+          "id": "pitch",
+          "component": "TextContent",
+          "text": "Every week you'll get one concise email packed with the sharpest product launches, teardowns, and lessons — so you always know what's shipping and why it matters.",
+          "size": "large"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterSignup",
+          "fields": ["email-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "hint": "We send one email a week. Unsubscribe anytime.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"]
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both requirements:
+1. **What subscribers get** — a single-sentence pitch describing the weekly email of product launches, teardowns, and lessons.
+2. **Email entry & subscribe** — an email input field with validation plus a primary "Subscribe" button inside a form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..cf47d3c0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,81 @@
+Here's a clean signup screen for your weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "value-prop", "signup-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Weekly Product Brief",
+          "subtitle": "Stay ahead, one email at a time."
+        },
+        {
+          "id": "value-prop",
+          "component": "TextContent",
+          "text": "Every week, get one curated email with the freshest product updates, sharp insights, and actionable tips delivered straight to your inbox.",
+          "size": "large"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterSignup",
+          "fields": ["email-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "email-input",
+          "hint": "We'll only email you once a week. Unsubscribe anytime."
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": ["required"]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["subscribe-btn"]
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["submit"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both requirements:
+1. **What subscribers get** — a single clear sentence describing the weekly curated email of product updates, insights, and tips.
+2. **Email entry & subscribe** — an email input field with validation and a prominent "Subscribe" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..f597b315d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,88 @@
+Here's a clean signup page for your weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "value-prop", "separator", "signup-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Weekly Product Brief",
+          "subtitle": "Product insights, delivered every Friday."
+        },
+        {
+          "id": "value-prop",
+          "component": "TextContent",
+          "text": "Get one focused email each week packed with the latest product launches, feature breakdowns, and actionable ideas to help you build better.",
+          "size": "large"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletterSignup",
+          "fields": ["email-control"],
+          "buttons": "subscribe-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "hint": "We'll never share your email. Unsubscribe anytime.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [
+            { "required": true, "message": "Please enter your email address." },
+            { "type": "email", "message": "Please enter a valid email address." }
+          ]
+        },
+        {
+          "id": "subscribe-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"]
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "large",
+          "action": [{ "action": "submit", "formName": "newsletterSignup" }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers both requirements:
+
+1. **What subscribers get** — a one-sentence value proposition explaining that they'll receive a weekly email with product launches, feature breakdowns, and actionable ideas.
+2. **Enter email & subscribe** — an email input field with validation (required + valid email format) paired with a prominent **Subscribe** button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..1c6d18fcb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r1.txt
@@ -0,0 +1,226 @@
+Here's a delivery tracking screen covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "status-card", "eta-card", "progress-section", "problem-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Track Your Delivery",
+          "subtitle": "Order #A1B2-9384 · 1 package"
+        },
+        {
+          "id": "status-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["status-badge", "current-location", "location-detail"]
+        },
+        {
+          "id": "status-badge",
+          "component": "Badge",
+          "text": "In Transit",
+          "variant": "default"
+        },
+        {
+          "id": "current-location",
+          "component": "Heading",
+          "text": "Currently at: Springfield Regional Hub",
+          "level": "h3"
+        },
+        {
+          "id": "location-detail",
+          "component": "TextContent",
+          "text": "Last scanned **today at 8:42 AM** — Springfield, IL. Your package has left the sorting facility and is on a delivery vehicle.",
+          "size": "default"
+        },
+        {
+          "id": "eta-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["eta-label", "eta-date", "eta-window"]
+        },
+        {
+          "id": "eta-label",
+          "component": "TextContent",
+          "text": "Estimated Delivery",
+          "size": "small-heavy"
+        },
+        {
+          "id": "eta-date",
+          "component": "Heading",
+          "text": "Wednesday, June 18",
+          "level": "h2"
+        },
+        {
+          "id": "eta-window",
+          "component": "TextContent",
+          "text": "Between **12:00 PM and 4:00 PM**",
+          "size": "default"
+        },
+        {
+          "id": "progress-section",
+          "component": "Steps",
+          "items": ["step-1", "step-2", "step-3", "step-4"]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Confirmed",
+          "details": "June 15 — Order placed and payment processed."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "June 16 — Package handed to carrier."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "June 18 — At Springfield Regional Hub (current)."
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Expected today between 12:00 PM and 4:00 PM."
+        },
+        {
+          "id": "problem-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["problem-heading", "problem-dialog"]
+        },
+        {
+          "id": "problem-heading",
+          "component": "Heading",
+          "text": "Something wrong?",
+          "level": "h4"
+        },
+        {
+          "id": "problem-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem",
+          "triggerVariant": "destructive",
+          "title": "Report a Delivery Problem",
+          "description": "Tell us what happened and we'll help resolve it.",
+          "content": ["problem-form"]
+        },
+        {
+          "id": "problem-form",
+          "component": "Form",
+          "name": "delivery-problem",
+          "buttons": "problem-buttons",
+          "fields": ["issue-type-control", "issue-details-control"]
+        },
+        {
+          "id": "issue-type-control",
+          "component": "FormControl",
+          "label": "What is the issue?",
+          "input": "issue-type-select"
+        },
+        {
+          "id": "issue-type-select",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select an issue",
+          "items": ["issue-late", "issue-lost", "issue-damaged", "issue-wrong", "issue-other"]
+        },
+        {
+          "id": "issue-late",
+          "component": "SelectItem",
+          "value": "late",
+          "label": "Package is late"
+        },
+        {
+          "id": "issue-lost",
+          "component": "SelectItem",
+          "value": "lost",
+          "label": "Package appears lost"
+        },
+        {
+          "id": "issue-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package arrived damaged"
+        },
+        {
+          "id": "issue-wrong",
+          "component": "SelectItem",
+          "value": "wrong",
+          "label": "Wrong item delivered"
+        },
+        {
+          "id": "issue-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "issue-details-control",
+          "component": "FormControl",
+          "label": "Describe the problem",
+          "input": "issue-details-textarea",
+          "hint": "Include any details that can help us investigate."
+        },
+        {
+          "id": "issue-details-textarea",
+          "component": "TextArea",
+          "name": "issueDetails",
+          "placeholder": "Tell us what happened...",
+          "rows": 4
+        },
+        {
+          "id": "problem-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-problem", "cancel-problem"]
+        },
+        {
+          "id": "submit-problem",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "cancel-problem",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Where the package is right now** — the "In Transit" status card shows the current location (Springfield Regional Hub) with the last scan time, reinforced by the progress timeline.
+2. **Estimated delivery date** — a prominent card highlighting Wednesday, June 18 with the delivery window.
+3. **A way to report a problem** — a "Report a Problem" button opens a dialog with a form to select an issue type and describe the problem.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..f4e450980
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r2.txt
@@ -0,0 +1,247 @@
+Here's a delivery tracking screen covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "eta-callout",
+            "location-section",
+            "progress-steps",
+            "problem-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Track Your Delivery",
+          "subtitle": "Order #TRK-928374 · Standard Shipping"
+        },
+        {
+          "id": "eta-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Estimated Delivery: Thursday, June 12",
+          "description": "Arriving between 2:00 PM and 6:00 PM. On schedule."
+        },
+        {
+          "id": "location-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "location-heading",
+            "location-status",
+            "location-detail",
+            "location-progress"
+          ]
+        },
+        {
+          "id": "location-heading",
+          "component": "Heading",
+          "text": "Current Location",
+          "level": "h4"
+        },
+        {
+          "id": "location-status",
+          "component": "TextContent",
+          "text": "📍 **Out for delivery** — Regional Distribution Center, Springfield, IL",
+          "size": "large-heavy"
+        },
+        {
+          "id": "location-detail",
+          "component": "TextContent",
+          "text": "Last scanned today at 9:14 AM · 18 miles from destination",
+          "size": "small"
+        },
+        {
+          "id": "location-progress",
+          "component": "Progress",
+          "value": 80,
+          "label": "80% of journey complete"
+        },
+        {
+          "id": "progress-steps",
+          "component": "Steps",
+          "items": [
+            "step-1",
+            "step-2",
+            "step-3",
+            "step-4"
+          ]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "June 8, 10:32 AM"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped from Warehouse",
+          "details": "June 9, 4:15 PM · Chicago, IL"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "June 12, 9:14 AM · Springfield, IL"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Delivered",
+          "details": "Expected by 6:00 PM today"
+        },
+        {
+          "id": "problem-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "problem-heading",
+            "problem-text",
+            "problem-dialog"
+          ]
+        },
+        {
+          "id": "problem-heading",
+          "component": "Heading",
+          "text": "Something wrong?",
+          "level": "h4"
+        },
+        {
+          "id": "problem-text",
+          "component": "TextContent",
+          "text": "If your package is delayed, damaged, or missing, let us know and we'll help resolve it.",
+          "size": "default"
+        },
+        {
+          "id": "problem-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem",
+          "triggerVariant": "destructive",
+          "title": "Report a Delivery Problem",
+          "description": "Tell us what went wrong and we'll get back to you shortly.",
+          "content": [
+            "problem-form"
+          ]
+        },
+        {
+          "id": "problem-form",
+          "component": "Form",
+          "name": "delivery-problem",
+          "buttons": "problem-form-buttons",
+          "fields": [
+            "fc-issue-type",
+            "fc-details"
+          ]
+        },
+        {
+          "id": "fc-issue-type",
+          "component": "FormControl",
+          "label": "What's the issue?",
+          "input": "issue-select"
+        },
+        {
+          "id": "issue-select",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select a problem type",
+          "items": [
+            "opt-late",
+            "opt-damaged",
+            "opt-missing",
+            "opt-wrong",
+            "opt-other"
+          ]
+        },
+        {
+          "id": "opt-late",
+          "component": "SelectItem",
+          "value": "late",
+          "label": "Package is late"
+        },
+        {
+          "id": "opt-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package arrived damaged"
+        },
+        {
+          "id": "opt-missing",
+          "component": "SelectItem",
+          "value": "missing",
+          "label": "Package is missing / lost"
+        },
+        {
+          "id": "opt-wrong",
+          "component": "SelectItem",
+          "value": "wrong",
+          "label": "Wrong item delivered"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "fc-details",
+          "component": "FormControl",
+          "label": "Describe the problem",
+          "input": "details-textarea",
+          "hint": "Include any details that could help us assist you faster."
+        },
+        {
+          "id": "details-textarea",
+          "component": "TextArea",
+          "name": "details",
+          "placeholder": "Tell us what happened...",
+          "rows": 4
+        },
+        {
+          "id": "problem-form-buttons",
+          "component": "Buttons",
+          "buttons": [
+            "submit-problem"
+          ],
+          "direction": "row"
+        },
+        {
+          "id": "submit-problem",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Where the package is right now** — the "Current Location" panel shows the live status (Out for delivery, Springfield distribution center), last scan time, distance remaining, and an 80% journey progress bar. The Steps timeline gives full historical context.
+2. **Estimated delivery date** — the prominent green callout at top displays "Thursday, June 12" with the delivery time window.
+3. **A way to report a problem** — the "Report a Problem" button opens a dialog with a form to select the issue type and describe the problem, then submit.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..1866a54ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r3.txt
@@ -0,0 +1,234 @@
+Here's a delivery tracking screen covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "status-card", "eta-card", "progress-steps", "problem-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Track Your Delivery",
+          "subtitle": "Order #A2UI-58210"
+        },
+        {
+          "id": "status-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["status-tag", "status-heading", "status-detail", "status-progress"]
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "In Transit",
+          "variant": "info",
+          "icon": "truck"
+        },
+        {
+          "id": "status-heading",
+          "component": "Heading",
+          "text": "Currently at: Chicago Regional Facility",
+          "level": "h3"
+        },
+        {
+          "id": "status-detail",
+          "component": "TextContent",
+          "text": "Your package left the sorting center and is on its way to the local delivery hub. Last scanned **Today at 8:42 AM**.",
+          "size": "default"
+        },
+        {
+          "id": "status-progress",
+          "component": "Progress",
+          "value": 65,
+          "label": "65% of the way to you"
+        },
+        {
+          "id": "eta-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["eta-label", "eta-date", "eta-window"]
+        },
+        {
+          "id": "eta-label",
+          "component": "TextContent",
+          "text": "Estimated Delivery",
+          "size": "small-heavy"
+        },
+        {
+          "id": "eta-date",
+          "component": "Heading",
+          "text": "Thursday, June 12, 2025",
+          "level": "h2"
+        },
+        {
+          "id": "eta-window",
+          "component": "TextContent",
+          "text": "Expected between **1:00 PM and 5:00 PM**",
+          "size": "default"
+        },
+        {
+          "id": "progress-steps",
+          "component": "Steps",
+          "items": ["step-ordered", "step-shipped", "step-transit", "step-out", "step-delivered"]
+        },
+        {
+          "id": "step-ordered",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "June 8, 2025 — Confirmed and paid"
+        },
+        {
+          "id": "step-shipped",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "June 9, 2025 — Left the warehouse"
+        },
+        {
+          "id": "step-transit",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "Now at Chicago Regional Facility"
+        },
+        {
+          "id": "step-out",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Expected June 12, 2025"
+        },
+        {
+          "id": "step-delivered",
+          "component": "StepsItem",
+          "title": "Delivered",
+          "details": "Pending"
+        },
+        {
+          "id": "problem-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["problem-heading", "problem-form"]
+        },
+        {
+          "id": "problem-heading",
+          "component": "Heading",
+          "text": "Report a Problem",
+          "level": "h3"
+        },
+        {
+          "id": "problem-form",
+          "component": "Form",
+          "name": "reportProblem",
+          "fields": ["fc-issue-type", "fc-description"],
+          "buttons": "problem-buttons"
+        },
+        {
+          "id": "fc-issue-type",
+          "component": "FormControl",
+          "label": "What went wrong?",
+          "hint": "Choose the option that best fits your issue",
+          "input": "issue-select"
+        },
+        {
+          "id": "issue-select",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select an issue",
+          "items": ["opt-late", "opt-lost", "opt-damaged", "opt-wrong", "opt-other"]
+        },
+        {
+          "id": "opt-late",
+          "component": "SelectItem",
+          "value": "late",
+          "label": "Delivery is late"
+        },
+        {
+          "id": "opt-lost",
+          "component": "SelectItem",
+          "value": "lost",
+          "label": "Package appears lost"
+        },
+        {
+          "id": "opt-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package arrived damaged"
+        },
+        {
+          "id": "opt-wrong",
+          "component": "SelectItem",
+          "value": "wrong",
+          "label": "Wrong item / address"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Something else"
+        },
+        {
+          "id": "fc-description",
+          "component": "FormControl",
+          "label": "Describe the issue",
+          "hint": "Add any details that will help us resolve it faster",
+          "input": "issue-description"
+        },
+        {
+          "id": "issue-description",
+          "component": "TextArea",
+          "name": "issueDescription",
+          "placeholder": "Tell us what happened...",
+          "rows": 4
+        },
+        {
+          "id": "problem-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit", "btn-chat"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["submitProblemReport"]
+        },
+        {
+          "id": "btn-chat",
+          "component": "Button",
+          "label": "Chat with Support",
+          "variant": "secondary",
+          "action": ["openSupportChat"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all three requirements:
+
+1. **Where the package is right now** — the status card shows the current location (Chicago Regional Facility), an "In Transit" tag, last-scan time, and a progress bar, reinforced by the step tracker below.
+2. **Estimated delivery date** — a dedicated highlighted card showing "Thursday, June 12, 2025" with the expected time window.
+3. **A way to report a problem** — a form to select an issue type, describe it, and submit, plus a fallback "Chat with Support" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..0ffae0ce2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-order__r4.txt
@@ -0,0 +1,207 @@
+Here's a delivery tracking screen covering all three items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "eta-callout",
+            "status-section",
+            "progress-steps",
+            "problem-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Track Your Delivery",
+          "subtitle": "Order #A2U-58213"
+        },
+        {
+          "id": "eta-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Estimated Delivery: Thursday, June 12",
+          "description": "Arriving between 1:00 PM and 5:00 PM."
+        },
+        {
+          "id": "status-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["status-heading", "current-location", "location-detail"]
+        },
+        {
+          "id": "status-heading",
+          "component": "Heading",
+          "text": "Current Package Location",
+          "level": "h4"
+        },
+        {
+          "id": "current-location",
+          "component": "TextContent",
+          "text": "**Regional Distribution Center — Springfield, IL**",
+          "size": "large"
+        },
+        {
+          "id": "location-detail",
+          "component": "TextContent",
+          "text": "Out for delivery scan expected soon. Last updated 22 minutes ago.",
+          "size": "small"
+        },
+        {
+          "id": "progress-steps",
+          "component": "Steps",
+          "items": ["step-1", "step-2", "step-3", "step-4"]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "June 9 — Payment confirmed."
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "June 10 — Left origin facility."
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "June 11 — At Springfield, IL distribution center."
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Expected June 12."
+        },
+        {
+          "id": "problem-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["problem-heading", "problem-text", "problem-dialog"]
+        },
+        {
+          "id": "problem-heading",
+          "component": "Heading",
+          "text": "Something wrong?",
+          "level": "h4"
+        },
+        {
+          "id": "problem-text",
+          "component": "TextContent",
+          "text": "If your package is delayed, damaged, or missing, let us know and we'll help right away.",
+          "size": "default"
+        },
+        {
+          "id": "problem-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a Problem",
+          "triggerVariant": "destructive",
+          "title": "Report a Delivery Problem",
+          "description": "Tell us what happened and we'll follow up.",
+          "content": ["problem-form"]
+        },
+        {
+          "id": "problem-form",
+          "component": "Form",
+          "name": "deliveryProblem",
+          "buttons": "problem-buttons",
+          "fields": ["fc-type", "fc-details"]
+        },
+        {
+          "id": "fc-type",
+          "component": "FormControl",
+          "label": "Type of Problem",
+          "input": "problem-type"
+        },
+        {
+          "id": "problem-type",
+          "component": "Select",
+          "name": "problemType",
+          "placeholder": "Select an issue",
+          "items": ["opt-delayed", "opt-damaged", "opt-missing", "opt-wrong"]
+        },
+        {
+          "id": "opt-delayed",
+          "component": "SelectItem",
+          "value": "delayed",
+          "label": "Package is delayed"
+        },
+        {
+          "id": "opt-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package arrived damaged"
+        },
+        {
+          "id": "opt-missing",
+          "component": "SelectItem",
+          "value": "missing",
+          "label": "Package is missing / lost"
+        },
+        {
+          "id": "opt-wrong",
+          "component": "SelectItem",
+          "value": "wrong",
+          "label": "Wrong item delivered"
+        },
+        {
+          "id": "fc-details",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "problem-details",
+          "hint": "Include any helpful details like time, condition, or location."
+        },
+        {
+          "id": "problem-details",
+          "component": "TextArea",
+          "name": "problemDetails",
+          "placeholder": "Describe what happened...",
+          "rows": 4
+        },
+        {
+          "id": "problem-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-problem"]
+        },
+        {
+          "id": "submit-problem",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers all three requirements:
+
+1. **Where the package is now** — a dedicated "Current Package Location" section plus a visual progress timeline showing every stage.
+2. **Estimated delivery date** — a prominent success callout at the top with the date and delivery window.
+3. **Report a problem** — a "Report a Problem" button that opens a dialog with a problem-type selector and details field for submitting an issue.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..4b4bcdbcf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r1.txt
@@ -0,0 +1,90 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote between.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["poll-header", "vote-form"]
+        },
+        {
+          "id": "poll-header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Cast your vote below \u2014 pick one restaurant."
+        },
+        {
+          "id": "vote-form",
+          "component": "Form",
+          "name": "lunchVote",
+          "fields": ["restaurant-control"],
+          "buttons": "vote-buttons"
+        },
+        {
+          "id": "restaurant-control",
+          "component": "FormControl",
+          "label": "Choose a restaurant",
+          "hint": "You can only vote once.",
+          "input": "restaurant-radio"
+        },
+        {
+          "id": "restaurant-radio",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["opt-tacos", "opt-sushi", "opt-pizza"]
+        },
+        {
+          "id": "opt-tacos",
+          "component": "RadioItem",
+          "label": "El Taco Loco",
+          "description": "Fresh Mexican street tacos & burritos",
+          "value": "tacos"
+        },
+        {
+          "id": "opt-sushi",
+          "component": "RadioItem",
+          "label": "Sakura Sushi Bar",
+          "description": "Sushi rolls, ramen & bento boxes",
+          "value": "sushi"
+        },
+        {
+          "id": "opt-pizza",
+          "component": "RadioItem",
+          "label": "Nonna's Pizzeria",
+          "description": "Wood-fired pizza & Italian classics",
+          "value": "pizza"
+        },
+        {
+          "id": "vote-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-vote"]
+        },
+        {
+          "id": "submit-vote",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This covers both required items:
+1. **The question** — shown in the header: *"Where should we go for lunch on Friday?"*
+2. **Three restaurants to vote between** — El Taco Loco, Sakura Sushi Bar, and Nonna's Pizzeria, presented as selectable radio options with a Submit Vote button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..be2dbe4ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r2.txt
@@ -0,0 +1,90 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote between.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "poll-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Cast your vote — pick one option below."
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunchPoll",
+          "buttons": "poll-buttons",
+          "fields": ["vote-control"]
+        },
+        {
+          "id": "vote-control",
+          "component": "FormControl",
+          "label": "Choose a restaurant",
+          "hint": "Select the spot you'd like to eat at.",
+          "input": "vote-radio"
+        },
+        {
+          "id": "vote-radio",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["opt-taco", "opt-sushi", "opt-pizza"]
+        },
+        {
+          "id": "opt-taco",
+          "component": "RadioItem",
+          "label": "El Taco Fiesta",
+          "description": "Fresh tacos, burritos, and quesadillas.",
+          "value": "taco-fiesta"
+        },
+        {
+          "id": "opt-sushi",
+          "component": "RadioItem",
+          "label": "Sakura Sushi Bar",
+          "description": "Sushi rolls, poke bowls, and ramen.",
+          "value": "sakura-sushi"
+        },
+        {
+          "id": "opt-pizza",
+          "component": "RadioItem",
+          "label": "Nonna's Pizzeria",
+          "description": "Wood-fired pizzas and Italian classics.",
+          "value": "nonnas-pizza"
+        },
+        {
+          "id": "poll-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-vote"]
+        },
+        {
+          "id": "submit-vote",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This covers both requirements:
+1. **The question** appears prominently in the card header.
+2. **Three restaurants** — El Taco Fiesta, Sakura Sushi Bar, and Nonna's Pizzeria — are presented as mutually exclusive radio options so users can vote for exactly one, with a Submit button to cast the vote.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..4f0be9382
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r3.txt
@@ -0,0 +1,88 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote between.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "poll-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Cast your vote below \u2014 pick your favorite spot!"
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunchPoll",
+          "buttons": "poll-buttons",
+          "fields": ["restaurant-control"]
+        },
+        {
+          "id": "restaurant-control",
+          "component": "FormControl",
+          "label": "Choose a restaurant",
+          "input": "restaurant-radio",
+          "hint": "Select one option"
+        },
+        {
+          "id": "restaurant-radio",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["opt-tacos", "opt-sushi", "opt-pizza"]
+        },
+        {
+          "id": "opt-tacos",
+          "component": "RadioItem",
+          "label": "El Taco Loco",
+          "description": "Fresh Mexican street tacos and burritos",
+          "value": "el-taco-loco"
+        },
+        {
+          "id": "opt-sushi",
+          "component": "RadioItem",
+          "label": "Sakura Sushi Bar",
+          "description": "Sushi rolls, ramen, and poke bowls",
+          "value": "sakura-sushi"
+        },
+        {
+          "id": "opt-pizza",
+          "component": "RadioItem",
+          "label": "Nonna's Pizzeria",
+          "description": "Wood-fired pizza and Italian classics",
+          "value": "nonnas-pizzeria"
+        },
+        {
+          "id": "poll-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-vote"]
+        },
+        {
+          "id": "submit-vote",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both requirements: **(1)** the poll question is displayed prominently in the header, and **(2)** three restaurants — El Taco Loco, Sakura Sushi Bar, and Nonna's Pizzeria — are presented as radio options so the user can vote for exactly one before submitting.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..4ace4cbb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-poll__r4.txt
@@ -0,0 +1,88 @@
+Here's a team lunch poll screen with the question and three restaurant options to vote between.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "poll-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Where should we go for lunch on Friday?",
+          "subtitle": "Cast your vote — pick one spot below."
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunchPoll",
+          "fields": ["restaurant-control"],
+          "buttons": "submit-buttons"
+        },
+        {
+          "id": "restaurant-control",
+          "component": "FormControl",
+          "label": "Choose a restaurant",
+          "hint": "Only one vote per person",
+          "input": "restaurant-radio"
+        },
+        {
+          "id": "restaurant-radio",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["opt-taco", "opt-sushi", "opt-pasta"]
+        },
+        {
+          "id": "opt-taco",
+          "component": "RadioItem",
+          "label": "El Toro Taqueria",
+          "description": "Fresh tacos, burritos & bowls — 5 min walk",
+          "value": "el-toro"
+        },
+        {
+          "id": "opt-sushi",
+          "component": "RadioItem",
+          "label": "Sakura Sushi Bar",
+          "description": "Sushi rolls, ramen & poke — 8 min walk",
+          "value": "sakura"
+        },
+        {
+          "id": "opt-pasta",
+          "component": "RadioItem",
+          "label": "Nonna's Pasta House",
+          "description": "Handmade pasta & wood-fired pizza — 6 min walk",
+          "value": "nonnas"
+        },
+        {
+          "id": "submit-buttons",
+          "component": "Buttons",
+          "buttons": ["vote-btn"]
+        },
+        {
+          "id": "vote-btn",
+          "component": "Button",
+          "label": "Submit Vote",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This covers both required items: **(1)** the question is shown as the card header, and **(2)** three restaurants (El Toro Taqueria, Sakura Sushi Bar, and Nonna's Pasta House) are presented as radio options the user can vote between, with a submit button to cast the vote.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..badfc6ad9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r1.txt
@@ -0,0 +1,164 @@
+Here's a company directory profile page covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "profile-header-card",
+            "bio-card",
+            "message-card"
+          ]
+        },
+        {
+          "id": "profile-header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": [
+            "avatar",
+            "name-role-stack"
+          ]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "src": "https://i.pravatar.cc/150?img=47",
+          "alt": "Elena Vasquez",
+          "fallback": "EV"
+        },
+        {
+          "id": "name-role-stack",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "person-name",
+            "person-role",
+            "person-tags"
+          ]
+        },
+        {
+          "id": "person-name",
+          "component": "Heading",
+          "text": "Elena Vasquez",
+          "level": "h2"
+        },
+        {
+          "id": "person-role",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Systems Team",
+          "size": "large"
+        },
+        {
+          "id": "person-tags",
+          "component": "TagBlock",
+          "tags": ["Design", "San Francisco", "she/her"]
+        },
+        {
+          "id": "bio-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "bio-heading",
+            "bio-text"
+          ]
+        },
+        {
+          "id": "bio-heading",
+          "component": "Heading",
+          "text": "About",
+          "level": "h4"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Elena leads the design systems initiative, crafting accessible, reusable components used across every product team. She's passionate about bridging design and engineering, and previously spent six years building consumer mobile apps. Outside of work, she mentors early-career designers and hikes the Bay Area trails."
+        },
+        {
+          "id": "message-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "message-form"
+          ]
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "sendMessage",
+          "fields": ["subject-control", "message-control"],
+          "buttons": "message-buttons"
+        },
+        {
+          "id": "subject-control",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "subject-input"
+        },
+        {
+          "id": "subject-input",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "What's this about?"
+        },
+        {
+          "id": "message-control",
+          "component": "FormControl",
+          "label": "Message to Elena",
+          "input": "message-input",
+          "hint": "Elena typically replies within a day."
+        },
+        {
+          "id": "message-input",
+          "component": "TextArea",
+          "name": "message",
+          "rows": 4,
+          "placeholder": "Write your message..."
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "buttons": ["send-button"],
+          "direction": "row"
+        },
+        {
+          "id": "send-button",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Name and role** — displayed prominently in the header with an avatar and supporting tags.
+2. **Short bio** — the "About" section gives a concise professional summary.
+3. **A way to send a message** — a form with a subject line, message body, and a send button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..ec89e01b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r2.txt
@@ -0,0 +1,156 @@
+Here's a company directory profile page covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "profile-header-row",
+            "sep-1",
+            "bio-section",
+            "sep-2",
+            "message-section"
+          ]
+        },
+        {
+          "id": "profile-header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["avatar", "name-role-block"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "src": "https://i.pravatar.cc/160?img=47",
+          "alt": "Portrait of Elena Vasquez",
+          "fallback": "EV"
+        },
+        {
+          "id": "name-role-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["person-name", "person-role", "person-tags"]
+        },
+        {
+          "id": "person-name",
+          "component": "Heading",
+          "text": "Elena Vasquez",
+          "level": "h2"
+        },
+        {
+          "id": "person-role",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Systems Team",
+          "size": "large"
+        },
+        {
+          "id": "person-tags",
+          "component": "TagBlock",
+          "tags": ["Design", "San Francisco", "elena.vasquez@company.com"]
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "bio-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bio-heading", "bio-text"]
+        },
+        {
+          "id": "bio-heading",
+          "component": "Heading",
+          "text": "About",
+          "level": "h4"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Elena leads design system work across web and mobile, partnering closely with engineering to ship accessible, consistent experiences. She's been with the company for 5 years and previously worked on the checkout and onboarding flows. Outside of work, she mentors early-career designers and enjoys typography and analog photography.",
+          "size": "default"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "message-section",
+          "component": "Form",
+          "name": "sendMessage",
+          "fields": ["subject-control", "body-control"],
+          "buttons": "message-buttons"
+        },
+        {
+          "id": "subject-control",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "subject-input"
+        },
+        {
+          "id": "subject-input",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "What's this about?"
+        },
+        {
+          "id": "body-control",
+          "component": "FormControl",
+          "label": "Message",
+          "hint": "Elena typically replies within a business day.",
+          "input": "body-input"
+        },
+        {
+          "id": "body-input",
+          "component": "TextArea",
+          "name": "body",
+          "rows": 4,
+          "placeholder": "Write a message to Elena..."
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["send-btn"]
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers each numbered item:
+1. **Name and role** — shown in the header next to the avatar (Elena Vasquez, Senior Product Designer).
+2. **Short bio** — the "About" section provides a concise summary.
+3. **A way to send a message** — a form with subject, message body, and a Send button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..b46e7dee0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r3.txt
@@ -0,0 +1,148 @@
+Here's a company directory profile page covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["profile-header-row", "sep-1", "bio-section", "sep-2", "message-section"]
+        },
+        {
+          "id": "profile-header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["avatar", "name-role-col"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "src": "https://i.pravatar.cc/150?img=47",
+          "alt": "Elena Vasquez",
+          "fallback": "EV"
+        },
+        {
+          "id": "name-role-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["name-heading", "role-text", "role-tag"]
+        },
+        {
+          "id": "name-heading",
+          "component": "Heading",
+          "text": "Elena Vasquez",
+          "level": "h2"
+        },
+        {
+          "id": "role-text",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Team",
+          "size": "default"
+        },
+        {
+          "id": "role-tag",
+          "component": "Tag",
+          "text": "Available",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "bio-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bio-header", "bio-text"]
+        },
+        {
+          "id": "bio-header",
+          "component": "Heading",
+          "text": "About",
+          "level": "h4"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Elena has spent 8 years crafting intuitive digital experiences, specializing in design systems and accessibility. She partners closely with engineering to ship polished, user-first products and mentors junior designers across the team.",
+          "size": "default"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "message-section",
+          "component": "Form",
+          "name": "sendMessageForm",
+          "buttons": "message-buttons",
+          "fields": ["message-header", "message-control"]
+        },
+        {
+          "id": "message-header",
+          "component": "Heading",
+          "text": "Send a message",
+          "level": "h4"
+        },
+        {
+          "id": "message-control",
+          "component": "FormControl",
+          "label": "Your message",
+          "hint": "Elena typically replies within a day.",
+          "input": "message-input"
+        },
+        {
+          "id": "message-input",
+          "component": "TextArea",
+          "name": "messageBody",
+          "placeholder": "Write your message to Elena…",
+          "rows": 4,
+          "rules": [{ "required": true, "message": "Please enter a message" }]
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["send-btn"]
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "action": [{ "action": "submitMessage" }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Name and role** — shown in the header alongside an avatar and an availability tag.
+2. **Short bio** — presented in the "About" section.
+3. **A way to send a message** — a form with a text area and a "Send Message" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..66e15dfa1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-profile__r4.txt
@@ -0,0 +1,139 @@
+Here's a company directory profile page covering all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "person-directory",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "person-directory",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["profile-header-row", "sep-1", "bio-section", "sep-2", "message-section"]
+        },
+        {
+          "id": "profile-header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["avatar", "name-role-col"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "src": "https://i.pravatar.cc/150?img=47",
+          "alt": "Jordan Rivera",
+          "fallback": "JR"
+        },
+        {
+          "id": "name-role-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["person-name", "person-role", "person-tags"]
+        },
+        {
+          "id": "person-name",
+          "component": "Heading",
+          "text": "Jordan Rivera",
+          "level": "h2"
+        },
+        {
+          "id": "person-role",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Team",
+          "size": "large"
+        },
+        {
+          "id": "person-tags",
+          "component": "TagBlock",
+          "tags": ["San Francisco", "UX", "Design Systems"]
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "bio-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bio-heading", "bio-text"]
+        },
+        {
+          "id": "bio-heading",
+          "component": "Heading",
+          "text": "About",
+          "level": "h4"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Jordan is a senior product designer with over 9 years of experience crafting intuitive digital experiences. They lead design system efforts across the product org and mentor junior designers. Outside of work, Jordan enjoys hiking, photography, and building mechanical keyboards.",
+          "size": "default"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "message-section",
+          "component": "Form",
+          "name": "sendMessageForm",
+          "fields": ["message-field"],
+          "buttons": "message-buttons"
+        },
+        {
+          "id": "message-field",
+          "component": "FormControl",
+          "label": "Send a message to Jordan",
+          "hint": "Your message will be delivered to Jordan's inbox.",
+          "input": "message-input"
+        },
+        {
+          "id": "message-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Write your message here…",
+          "rows": 4
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["send-btn"]
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "action": ["submit"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all three requirements:
+
+1. **Name and role** — Displayed prominently in the header with an avatar, name ("Jordan Rivera"), role ("Senior Product Designer · Design Team"), and quick-reference tags.
+2. **Short bio** — An "About" section with a concise summary of Jordan's background and interests.
+3. **A way to send a message** — A form with a text area and a "Send Message" button at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..2ebf0062f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,123 @@
+Here's your mid-morning check-in dashboard covering today's revenue and how it stacks up against the same time yesterday.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "morning-checkin",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "revenue-card", "compare-header", "compare-callout", "compare-chart", "summary-badges"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning — Today's Snapshot",
+          "subtitle": "As of 10:30 AM"
+        },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["revenue-label", "revenue-value", "revenue-sub"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue so far today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-value",
+          "component": "Heading",
+          "text": "$1,240",
+          "level": "h1"
+        },
+        {
+          "id": "revenue-sub",
+          "component": "TextContent",
+          "text": "From 38 transactions since opening",
+          "size": "small"
+        },
+        {
+          "id": "compare-header",
+          "component": "Heading",
+          "text": "Compared to this time yesterday",
+          "level": "h3"
+        },
+        {
+          "id": "compare-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Up 14% vs. yesterday",
+          "description": "By 10:30 AM yesterday you had made $1,085. You're ahead by $155."
+        },
+        {
+          "id": "compare-chart",
+          "component": "BarChart",
+          "labels": ["Yesterday (by 10:30)", "Today (by 10:30)"],
+          "series": ["revenue-series"],
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [1085, 1240]
+        },
+        {
+          "id": "summary-badges",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["badge-today", "badge-yesterday", "badge-delta"]
+        },
+        {
+          "id": "badge-today",
+          "component": "Tag",
+          "text": "Today: $1,240",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "badge-yesterday",
+          "component": "Tag",
+          "text": "Yesterday: $1,085",
+          "variant": "neutral",
+          "size": "lg"
+        },
+        {
+          "id": "badge-delta",
+          "component": "Tag",
+          "text": "+$155 (+14%)",
+          "variant": "success",
+          "size": "lg"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers both required items at a glance:
+
+1. **Revenue so far today** — the large `$1,240` headline with transaction context.
+2. **Comparison to the same time yesterday** — a success callout (+14%), a side-by-side bar chart, and quick-reference tags showing today, yesterday, and the delta.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..50dd54c98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,124 @@
+Here's a mid-morning revenue snapshot for your shop.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "revenue-snapshot",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "revenue-snapshot",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "revenue-today-card", "comparison-card", "trend-chart-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning — Today's Numbers",
+          "subtitle": "As of 10:30 AM"
+        },
+        {
+          "id": "revenue-today-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["revenue-label", "revenue-value", "revenue-orders"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue so far today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-value",
+          "component": "Heading",
+          "text": "$3,240",
+          "level": "h1"
+        },
+        {
+          "id": "revenue-orders",
+          "component": "TextContent",
+          "text": "Across 48 orders",
+          "size": "small"
+        },
+        {
+          "id": "comparison-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["comparison-header", "comparison-badge", "comparison-detail"]
+        },
+        {
+          "id": "comparison-header",
+          "component": "TextContent",
+          "text": "Compared with the same time yesterday",
+          "size": "small-heavy"
+        },
+        {
+          "id": "comparison-badge",
+          "component": "Tag",
+          "text": "▲ +12.5% vs. yesterday",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "comparison-detail",
+          "component": "TextContent",
+          "text": "Yesterday by 10:30 AM you had **$2,880** (43 orders). You're **$360** ahead today.",
+          "size": "default"
+        },
+        {
+          "id": "trend-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trend-title", "trend-chart"]
+        },
+        {
+          "id": "trend-title",
+          "component": "TextContent",
+          "text": "Cumulative revenue by hour",
+          "size": "small-heavy"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["7 AM", "8 AM", "9 AM", "10 AM", "10:30 AM"],
+          "series": ["series-today", "series-yesterday"],
+          "variant": "natural",
+          "xLabel": "Time",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [420, 1180, 2100, 2950, 3240]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [380, 1050, 1920, 2640, 2880]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**Quick read:** You're at **$3,240** so far — **up 12.5%** on where you stood at this exact time yesterday, and running ahead on order count too. The trend chart shows you've been comfortably above yesterday's pace all morning.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..e3b2e34c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,158 @@
+Here's a mid-morning revenue check-in screen for your shop.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "revenue-checkin",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "revenue-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "revenue-today-card", "compare-header", "compare-cards", "hourly-chart", "insight-callout"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning — Today's Revenue",
+          "subtitle": "As of 10:30 AM · Wednesday"
+        },
+        {
+          "id": "revenue-today-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["revenue-label", "revenue-value", "revenue-sub"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue so far today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-value",
+          "component": "Heading",
+          "text": "$2,480",
+          "level": "h1"
+        },
+        {
+          "id": "revenue-sub",
+          "component": "TextContent",
+          "text": "From 47 transactions since opening",
+          "size": "small"
+        },
+        {
+          "id": "compare-header",
+          "component": "Heading",
+          "text": "Compared to the same time yesterday",
+          "level": "h3"
+        },
+        {
+          "id": "compare-cards",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["yesterday-card", "diff-card"]
+        },
+        {
+          "id": "yesterday-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["yest-label", "yest-value", "yest-tag"]
+        },
+        {
+          "id": "yest-label",
+          "component": "TextContent",
+          "text": "Yesterday by 10:30 AM",
+          "size": "small-heavy"
+        },
+        {
+          "id": "yest-value",
+          "component": "Heading",
+          "text": "$2,120",
+          "level": "h2"
+        },
+        {
+          "id": "yest-tag",
+          "component": "TextContent",
+          "text": "41 transactions",
+          "size": "small"
+        },
+        {
+          "id": "diff-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["diff-label", "diff-value", "diff-badge"]
+        },
+        {
+          "id": "diff-label",
+          "component": "TextContent",
+          "text": "Difference",
+          "size": "small-heavy"
+        },
+        {
+          "id": "diff-value",
+          "component": "Heading",
+          "text": "+$360",
+          "level": "h2"
+        },
+        {
+          "id": "diff-badge",
+          "component": "Badge",
+          "text": "▲ 17% ahead",
+          "variant": "default"
+        },
+        {
+          "id": "hourly-chart",
+          "component": "LineChart",
+          "labels": ["8 AM", "9 AM", "10 AM", "10:30"],
+          "series": ["series-today", "series-yesterday"],
+          "variant": "natural",
+          "xLabel": "Time",
+          "yLabel": "Cumulative revenue ($)"
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [420, 1180, 2050, 2480]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [380, 1020, 1760, 2120]
+        },
+        {
+          "id": "insight-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "You're pacing ahead",
+          "description": "Revenue is running 17% higher than the same point yesterday, driven by a stronger 9–10 AM window. Keep it up!"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both items: the large headline shows **today's revenue ($2,480)**, while the comparison row and line chart show **how it stacks up against the same time yesterday** — currently 17% ahead.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..8778a0f79
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,167 @@
+Here's a mid-morning revenue check-in screen for you.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "revenue-checkin",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "revenue-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "revenue-today-card",
+            "comparison-card",
+            "trend-chart-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good Morning ☀️",
+          "subtitle": "Revenue check-in · Today, 10:30 AM"
+        },
+        {
+          "id": "revenue-today-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": [
+            "revenue-label",
+            "revenue-amount",
+            "revenue-sub"
+          ]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "REVENUE SO FAR TODAY"
+        },
+        {
+          "id": "revenue-amount",
+          "component": "Heading",
+          "level": "h1",
+          "text": "$1,840"
+        },
+        {
+          "id": "revenue-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Across 47 transactions since opening"
+        },
+        {
+          "id": "comparison-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "comparison-header",
+            "comparison-callout",
+            "comparison-detail"
+          ]
+        },
+        {
+          "id": "comparison-header",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "VS. SAME TIME YESTERDAY"
+        },
+        {
+          "id": "comparison-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "+12.9% ahead of yesterday",
+          "description": "By 10:30 AM yesterday you had made $1,630. You're up $210 at the same point today."
+        },
+        {
+          "id": "comparison-detail",
+          "component": "Table",
+          "columns": [
+            "col-metric",
+            "col-today",
+            "col-yesterday"
+          ]
+        },
+        {
+          "id": "col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "type": "string",
+          "data": ["Revenue", "Transactions", "Avg. sale"]
+        },
+        {
+          "id": "col-today",
+          "component": "Col",
+          "label": "Today (10:30 AM)",
+          "type": "string",
+          "data": ["$1,840", "47", "$39.15"]
+        },
+        {
+          "id": "col-yesterday",
+          "component": "Col",
+          "label": "Yesterday (10:30 AM)",
+          "type": "string",
+          "data": ["$1,630", "43", "$37.91"]
+        },
+        {
+          "id": "trend-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "chart-title",
+            "trend-chart"
+          ]
+        },
+        {
+          "id": "chart-title",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "CUMULATIVE REVENUE BY HOUR"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Cumulative $",
+          "labels": ["8 AM", "9 AM", "10 AM", "10:30 AM"],
+          "series": ["series-today", "series-yesterday"]
+        },
+        {
+          "id": "series-today",
+          "component": "Series",
+          "category": "Today",
+          "values": [340, 980, 1580, 1840]
+        },
+        {
+          "id": "series-yesterday",
+          "component": "Series",
+          "category": "Yesterday",
+          "values": [300, 870, 1410, 1630]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers both requested items:
+
+1. **Revenue so far today** — shown prominently as **$1,840** with transaction context in the top card.
+2. **Comparison with the same time yesterday** — a success callout highlighting you're **+12.9% ($210) ahead**, a side-by-side table breaking down revenue, transactions, and average sale, plus a line chart tracking cumulative revenue hour-by-hour against yesterday's pace.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..118a88fc5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r1.txt
@@ -0,0 +1,117 @@
+Here's a focused single-task view covering all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "urgent-section", "status-section", "deadline-callout", "action-buttons"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Focus",
+          "subtitle": "Your single most urgent task"
+        },
+        {
+          "id": "urgent-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["task-title", "task-desc"]
+        },
+        {
+          "id": "task-title",
+          "component": "Heading",
+          "text": "Submit Q3 Financial Report",
+          "level": "h2"
+        },
+        {
+          "id": "task-desc",
+          "component": "TextContent",
+          "text": "Finalize the consolidated numbers and send to the leadership team for review before the board meeting.",
+          "size": "default"
+        },
+        {
+          "id": "status-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["status-label", "status-badge", "status-progress"]
+        },
+        {
+          "id": "status-label",
+          "component": "TextContent",
+          "text": "**Status:**",
+          "size": "default"
+        },
+        {
+          "id": "status-badge",
+          "component": "Badge",
+          "text": "In Progress",
+          "variant": "secondary"
+        },
+        {
+          "id": "status-progress",
+          "component": "Progress",
+          "value": 65,
+          "label": "65% complete"
+        },
+        {
+          "id": "deadline-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Deadline: Today at 5:00 PM",
+          "description": "Due in 3 hours — this is your highest priority right now."
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["mark-done-btn", "snooze-btn"]
+        },
+        {
+          "id": "mark-done-btn",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": ["markTaskDone", "q3-financial-report"]
+        },
+        {
+          "id": "snooze-btn",
+          "component": "Button",
+          "label": "Snooze",
+          "variant": "tertiary",
+          "size": "large",
+          "action": ["snoozeTask", "q3-financial-report"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every numbered item:
+
+1. **Most urgent task with deadline** — The task title "Submit Q3 Financial Report" is prominently displayed, and a warning callout highlights the deadline (Today at 5:00 PM, due in 3 hours).
+2. **Current status** — A status row shows an "In Progress" badge alongside a progress bar (65% complete).
+3. **Way to mark it done** — A large primary "✓ Mark as Done" button triggers the completion action, with a secondary snooze option.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..483c843ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r2.txt
@@ -0,0 +1,123 @@
+Here's a focused single-task view covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "urgentSection", "deadlineTag", "statusSection", "progress", "sep", "actionButtons"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Focus",
+          "subtitle": "Your single most urgent task"
+        },
+        {
+          "id": "urgentSection",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["taskHeading", "taskDesc"]
+        },
+        {
+          "id": "taskHeading",
+          "component": "Heading",
+          "text": "Submit Q3 Financial Report",
+          "level": "h2"
+        },
+        {
+          "id": "taskDesc",
+          "component": "TextContent",
+          "text": "Finalize the quarterly numbers and send to the leadership team before the board review.",
+          "size": "default"
+        },
+        {
+          "id": "deadlineTag",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Deadline: Today, 5:00 PM",
+          "description": "Only 2 hours remaining — this is the most time-sensitive item."
+        },
+        {
+          "id": "statusSection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["statusLabel", "statusBadge"]
+        },
+        {
+          "id": "statusLabel",
+          "component": "TextContent",
+          "text": "Current Status:",
+          "size": "small-heavy"
+        },
+        {
+          "id": "statusBadge",
+          "component": "Tag",
+          "text": "In Progress",
+          "icon": "clock",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "progress",
+          "component": "Progress",
+          "value": 65,
+          "label": "65% complete"
+        },
+        {
+          "id": "sep",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "actionButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["doneBtn", "snoozeBtn"]
+        },
+        {
+          "id": "doneBtn",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": ["markTaskDone"]
+        },
+        {
+          "id": "snoozeBtn",
+          "component": "Button",
+          "label": "Snooze",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["snoozeTask"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every numbered requirement:
+
+1. **Most urgent task with deadline** — The task "Submit Q3 Financial Report" is shown prominently in a sunk card, with a red destructive alert calling out the deadline (Today, 5:00 PM) and time remaining.
+2. **Current status** — A labeled "In Progress" warning tag plus a 65% progress bar make the state clear at a glance.
+3. **Way to mark it done** — A large primary "✓ Mark as Done" button (with a secondary Snooze option) sits at the bottom for immediate action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..62e6ce170
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r3.txt
@@ -0,0 +1,129 @@
+Here's a focused single-task view covering the urgent task, its deadline, current status, and a way to mark it done.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "urgencyTag",
+            "taskTitle",
+            "deadlineAlert",
+            "statusSection",
+            "progressBar",
+            "separator",
+            "actionButtons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Focus",
+          "subtitle": "Your single most urgent task"
+        },
+        {
+          "id": "urgencyTag",
+          "component": "Tag",
+          "text": "Most Urgent",
+          "icon": "flame",
+          "size": "md",
+          "variant": "danger"
+        },
+        {
+          "id": "taskTitle",
+          "component": "Heading",
+          "text": "Finalize Q3 Budget Report",
+          "level": "h2"
+        },
+        {
+          "id": "deadlineAlert",
+          "component": "Alert",
+          "title": "Deadline: Today at 5:00 PM",
+          "description": "Due in 3 hours — this task cannot be rescheduled.",
+          "variant": "destructive"
+        },
+        {
+          "id": "statusSection",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["statusLabel", "statusBadge"]
+        },
+        {
+          "id": "statusLabel",
+          "component": "TextContent",
+          "text": "Current Status",
+          "size": "small-heavy"
+        },
+        {
+          "id": "statusBadge",
+          "component": "Badge",
+          "text": "In Progress",
+          "variant": "secondary"
+        },
+        {
+          "id": "progressBar",
+          "component": "Progress",
+          "value": 70,
+          "label": "70% complete"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "actionButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["markDoneBtn", "snoozeBtn"]
+        },
+        {
+          "id": "markDoneBtn",
+          "component": "Button",
+          "label": "Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "completeTask",
+              "taskId": "q3-budget-report"
+            }
+          ]
+        },
+        {
+          "id": "snoozeBtn",
+          "component": "Button",
+          "label": "View Details",
+          "variant": "secondary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen addresses every requirement:
+
+1. **Most urgent task with deadline** — The task "Finalize Q3 Budget Report" is highlighted with a "Most Urgent" tag and a destructive alert showing the deadline (Today at 5:00 PM).
+2. **Current status** — A dedicated status card shows an "In Progress" badge plus a progress bar for at-a-glance context.
+3. **Mark it done** — A prominent primary "Mark as Done" button triggers a `completeTask` action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..2a6995191
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-task__r4.txt
@@ -0,0 +1,118 @@
+Here's a focused single-task view covering all three requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "urgent-tag",
+            "task-title",
+            "deadline-callout",
+            "status-section",
+            "progress",
+            "divider",
+            "done-button"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Focus",
+          "subtitle": "Your single most urgent task"
+        },
+        {
+          "id": "urgent-tag",
+          "component": "Tag",
+          "text": "Most Urgent",
+          "icon": "flame",
+          "size": "md",
+          "variant": "danger"
+        },
+        {
+          "id": "task-title",
+          "component": "Heading",
+          "text": "Finalize Q3 budget report",
+          "level": "h2"
+        },
+        {
+          "id": "deadline-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Deadline: Today, 5:00 PM",
+          "description": "Due in approximately 3 hours. This is the earliest deadline among all your open tasks."
+        },
+        {
+          "id": "status-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["status-label", "status-badge"]
+        },
+        {
+          "id": "status-label",
+          "component": "TextContent",
+          "text": "Current status",
+          "size": "small-heavy"
+        },
+        {
+          "id": "status-badge",
+          "component": "Badge",
+          "text": "In Progress",
+          "variant": "secondary"
+        },
+        {
+          "id": "progress",
+          "component": "Progress",
+          "value": 65,
+          "label": "65% complete"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "done-button",
+          "component": "Button",
+          "label": "Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "markTaskDone": {
+                "taskId": "q3-budget-report",
+                "status": "done"
+              }
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers each numbered requirement:
+
+1. **Most urgent task with deadline** — The task "Finalize Q3 budget report" is shown as a prominent heading, flagged with a "Most Urgent" tag, and its deadline (Today, 5:00 PM) appears in a warning callout with time-remaining context.
+2. **Current status** — A dedicated status panel shows an "In Progress" badge plus a progress bar (65% complete) for at-a-glance clarity.
+3. **A way to mark it done** — A large primary "Mark as Done" button at the bottom triggers the completion action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..be8ffc4e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,100 @@
+Here's a status page for the platform team covering the API uptime and the most recent incident.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "platform-status",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "platform-status",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "statusTag", "uptimeSection", "sep", "incidentSection"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Platform Status — API",
+        "subtitle": "Current month overview"
+      },
+      {
+        "id": "statusTag",
+        "component": "Tag",
+        "text": "All Systems Operational",
+        "icon": "check-circle",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "uptimeSection",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["uptimeHeading", "uptimeValue", "uptimeProgress"]
+      },
+      {
+        "id": "uptimeHeading",
+        "component": "Heading",
+        "text": "API Uptime — This Month",
+        "level": "h4"
+      },
+      {
+        "id": "uptimeValue",
+        "component": "TextContent",
+        "text": "**99.98%**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "uptimeProgress",
+        "component": "Progress",
+        "value": 99.98,
+        "label": "Measured against a 99.9% SLA target"
+      },
+      {
+        "id": "sep",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "incidentSection",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": ["incidentHeading", "incidentAlert"]
+      },
+      {
+        "id": "incidentHeading",
+        "component": "Heading",
+        "text": "Most Recent Incident",
+        "level": "h4"
+      },
+      {
+        "id": "incidentAlert",
+        "component": "Alert",
+        "variant": "success",
+        "title": "Elevated API latency — Resolved",
+        "description": "On Feb 12 at 14:20 UTC, the API experienced elevated p95 latency due to a degraded database read replica. Traffic was rerouted and the replica was replaced. Fully resolved on Feb 12 at 15:05 UTC (45 min duration)."
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers both required items:
+
+1. **Current uptime** — 99.98% for the API this month, shown prominently with a progress bar against the 99.9% SLA target.
+2. **Most recent incident** — an elevated-latency event on Feb 12, with the cause, the fix, and the resolution time (resolved 15:05 UTC, 45-minute duration).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..4840b8f97
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,108 @@
+Here's a status page for the platform team covering both the API uptime and the most recent incident.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "status-page",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "status-page",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "status-tag", "uptime-section", "sep-1", "incident-section"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Platform Status",
+        "subtitle": "API service health — current month"
+      },
+      {
+        "id": "status-tag",
+        "component": "Tag",
+        "text": "All Systems Operational",
+        "icon": "check-circle",
+        "variant": "success",
+        "size": "lg"
+      },
+      {
+        "id": "uptime-section",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["uptime-heading", "uptime-value", "uptime-progress", "uptime-note"]
+      },
+      {
+        "id": "uptime-heading",
+        "component": "Heading",
+        "text": "API Uptime (This Month)",
+        "level": "h4"
+      },
+      {
+        "id": "uptime-value",
+        "component": "TextContent",
+        "text": "**99.98%**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "uptime-progress",
+        "component": "Progress",
+        "value": 99.98,
+        "label": "Measured against a 99.9% SLA target"
+      },
+      {
+        "id": "uptime-note",
+        "component": "TextContent",
+        "text": "Approximately 8 minutes of total downtime so far this month.",
+        "size": "small"
+      },
+      {
+        "id": "sep-1",
+        "component": "Separator",
+        "orientation": "horizontal"
+      },
+      {
+        "id": "incident-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": ["incident-heading", "incident-alert"]
+      },
+      {
+        "id": "incident-heading",
+        "component": "Heading",
+        "text": "Most Recent Incident",
+        "level": "h4"
+      },
+      {
+        "id": "incident-alert",
+        "component": "Alert",
+        "variant": "success",
+        "title": "Resolved — Elevated API Latency",
+        "description": "A brief spike in API response times was caused by a database connection pool exhaustion. Engineers increased pool limits and traffic returned to normal. Resolved on Feb 12, 2025 at 3:47 PM UTC (duration: ~8 minutes)."
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers both required items:
+
+1. **Current uptime** — Shown prominently as **99.98%** with a progress bar referencing the 99.9% SLA target and a note on total downtime.
+2. **Most recent incident** — A resolved-status alert summarizing the elevated API latency incident, its root cause, the fix, and the resolution timestamp (Feb 12, 2025 at 3:47 PM UTC).
+
+Let me know if you'd like to add a historical incident timeline or per-service breakdown.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..8fcbcdd4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,113 @@
+Here's a status page for the platform team covering both the current uptime percentage and the most recent incident.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "status-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "status-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "status-tag", "uptime-section", "separator-1", "incident-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "API Platform Status",
+          "subtitle": "Live operational overview — updated this month"
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "All Systems Operational",
+          "icon": "check-circle",
+          "variant": "success",
+          "size": "lg"
+        },
+        {
+          "id": "uptime-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["uptime-heading", "uptime-value", "uptime-progress", "uptime-note"]
+        },
+        {
+          "id": "uptime-heading",
+          "component": "Heading",
+          "text": "API Uptime — This Month",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-value",
+          "component": "TextContent",
+          "text": "**99.98%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.98,
+          "label": "99.98% availability"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "text": "Measured across all production API endpoints. SLA target: 99.9%.",
+          "size": "small"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["incident-heading", "incident-alert", "incident-detail"]
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-alert",
+          "component": "Alert",
+          "variant": "success",
+          "title": "Elevated API latency — Resolved",
+          "description": "A brief spike in response times on the checkout API was caused by a database connection pool saturation. The issue was mitigated by scaling connections and has been fully resolved."
+        },
+        {
+          "id": "incident-detail",
+          "component": "TextContent",
+          "text": "**Resolved:** June 14, 2024 at 3:42 PM UTC (duration: ~22 minutes). No data loss occurred.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The page displays both required items:
+
+1. **Current uptime this month** — shown as a headline figure (99.98%) with a progress bar and SLA context.
+2. **Most recent incident** — a resolved elevated-latency event, with a plain note on the cause and the exact resolution time (June 14, 2024, 3:42 PM UTC).
+
+The uptime value, incident summary, and resolution timestamp are placeholders — let me know the real figures and I'll drop them straight in.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..99d11fc2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,115 @@
+Here's a status page for the platform team covering both the current API uptime and the most recent incident details.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "status-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "status-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "page-header",
+            "uptime-card",
+            "incident-card"
+          ]
+        },
+        {
+          "id": "page-header",
+          "component": "CardHeader",
+          "title": "Platform Status",
+          "subtitle": "API service health · Updated live"
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "uptime-header",
+            "uptime-progress",
+            "uptime-note"
+          ]
+        },
+        {
+          "id": "uptime-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "uptime-title",
+            "uptime-badge"
+          ]
+        },
+        {
+          "id": "uptime-title",
+          "component": "Heading",
+          "text": "API Uptime — This Month",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-badge",
+          "component": "Badge",
+          "text": "Operational",
+          "variant": "default"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.98,
+          "label": "99.98% uptime (target: 99.90%)"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Measured across all API endpoints from the 1st of the month to now. Only **8 minutes** of downtime recorded so far."
+        },
+        {
+          "id": "incident-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "incident-heading",
+            "incident-alert"
+          ]
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-alert",
+          "component": "Alert",
+          "variant": "success",
+          "title": "Elevated API latency — Resolved",
+          "description": "On May 14 at 09:12 UTC, a subset of API requests experienced elevated latency due to a database connection pool saturation. Mitigation was applied by scaling the connection pool and the incident was fully resolved at 09:20 UTC (8 min duration). No data loss occurred."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers both required items:
+
+1. **Current uptime** — a progress bar showing **99.98%** for the API this month, with an "Operational" badge and a supporting note on total downtime.
+2. **Most recent incident** — a resolved-status alert summarizing the elevated latency incident, its cause, and the resolution time (09:20 UTC, an 8-minute duration).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..d794fc462
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r1.txt
@@ -0,0 +1,155 @@
+Here's your morning weather brief for Bengaluru.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "current-card", "outlook-header", "outlook-card", "sun-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good Morning, Bengaluru",
+          "subtitle": "Your weather brief for today"
+        },
+        {
+          "id": "current-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["current-temp", "current-cond", "current-tags"]
+        },
+        {
+          "id": "current-temp",
+          "component": "Heading",
+          "text": "24°C",
+          "level": "h1"
+        },
+        {
+          "id": "current-cond",
+          "component": "TextContent",
+          "text": "Partly cloudy with a light morning breeze. Feels like 25°C.",
+          "size": "large"
+        },
+        {
+          "id": "current-tags",
+          "component": "TagBlock",
+          "tags": ["Humidity 68%", "Wind 9 km/h", "UV Low", "Rain 20%"]
+        },
+        {
+          "id": "outlook-header",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "outlook-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": ["outlook-list"]
+        },
+        {
+          "id": "outlook-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["day1", "day2", "day3"]
+        },
+        {
+          "id": "day1",
+          "component": "ListItem",
+          "title": "Tomorrow — 27° / 18°",
+          "subtitle": "Sunny with scattered afternoon clouds. Rain 15%."
+        },
+        {
+          "id": "day2",
+          "component": "ListItem",
+          "title": "Day 2 — 25° / 17°",
+          "subtitle": "Cloudy with a chance of light showers. Rain 55%."
+        },
+        {
+          "id": "day3",
+          "component": "ListItem",
+          "title": "Day 3 — 26° / 18°",
+          "subtitle": "Mostly clear and pleasant. Rain 10%."
+        },
+        {
+          "id": "sun-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "xl",
+          "justify": "around",
+          "children": ["sunrise-block", "sun-sep", "sunset-block"]
+        },
+        {
+          "id": "sunrise-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunrise-label", "sunrise-time"]
+        },
+        {
+          "id": "sunrise-label",
+          "component": "TextContent",
+          "text": "🌅 Sunrise",
+          "size": "small-heavy"
+        },
+        {
+          "id": "sunrise-time",
+          "component": "Heading",
+          "text": "6:08 AM",
+          "level": "h3"
+        },
+        {
+          "id": "sun-sep",
+          "component": "Separator",
+          "orientation": "vertical"
+        },
+        {
+          "id": "sunset-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunset-label", "sunset-time"]
+        },
+        {
+          "id": "sunset-label",
+          "component": "TextContent",
+          "text": "🌇 Sunset",
+          "size": "small-heavy"
+        },
+        {
+          "id": "sunset-time",
+          "component": "Heading",
+          "text": "6:34 PM",
+          "level": "h3"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three items: the **current conditions** (24°C, partly cloudy) at the top, the **3-day outlook** in the middle, and **sunrise (6:08 AM) / sunset (6:34 PM)** times at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..47b2a1c49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r2.txt
@@ -0,0 +1,161 @@
+Here's your morning weather brief for Bengaluru covering current conditions, the 3-day outlook, and sunrise/sunset times.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "current-card", "outlook-header", "outlook-tabs", "sun-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Morning Weather Brief",
+          "subtitle": "Bengaluru, Karnataka · Today"
+        },
+        {
+          "id": "current-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["current-heading", "current-temp", "current-cond", "current-tags"]
+        },
+        {
+          "id": "current-heading",
+          "component": "Heading",
+          "text": "Current Conditions",
+          "level": "h3"
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "text": "**24°C** · Feels like 25°C",
+          "size": "large-heavy"
+        },
+        {
+          "id": "current-cond",
+          "component": "TextContent",
+          "text": "Partly cloudy with a light breeze. ⛅",
+          "size": "default"
+        },
+        {
+          "id": "current-tags",
+          "component": "TagBlock",
+          "tags": ["Humidity 68%", "Wind 12 km/h", "UV Index 5"]
+        },
+        {
+          "id": "outlook-header",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "outlook-tabs",
+          "component": "Tabs",
+          "items": ["day1", "day2", "day3"]
+        },
+        {
+          "id": "day1",
+          "component": "TabItem",
+          "value": "day1",
+          "trigger": "Tomorrow",
+          "content": ["day1-temp", "day1-cond"]
+        },
+        {
+          "id": "day1-temp",
+          "component": "TextContent",
+          "text": "**27° / 19°C**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "day1-cond",
+          "component": "TextContent",
+          "text": "Mostly sunny with scattered clouds in the afternoon. ☀️ · Rain chance 10%",
+          "size": "default"
+        },
+        {
+          "id": "day2",
+          "component": "TabItem",
+          "value": "day2",
+          "trigger": "Day 2",
+          "content": ["day2-temp", "day2-cond"]
+        },
+        {
+          "id": "day2-temp",
+          "component": "TextContent",
+          "text": "**25° / 18°C**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "day2-cond",
+          "component": "TextContent",
+          "text": "Cloudy with brief afternoon showers. 🌦️ · Rain chance 55%",
+          "size": "default"
+        },
+        {
+          "id": "day3",
+          "component": "TabItem",
+          "value": "day3",
+          "trigger": "Day 3",
+          "content": ["day3-temp", "day3-cond"]
+        },
+        {
+          "id": "day3-temp",
+          "component": "TextContent",
+          "text": "**26° / 19°C**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "day3-cond",
+          "component": "TextContent",
+          "text": "Partly cloudy, dry through the day. ⛅ · Rain chance 20%",
+          "size": "default"
+        },
+        {
+          "id": "sun-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "xl",
+          "justify": "around",
+          "children": ["sunrise-block", "sun-sep", "sunset-block"]
+        },
+        {
+          "id": "sunrise-block",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise**\n\n6:12 AM",
+          "size": "default"
+        },
+        {
+          "id": "sun-sep",
+          "component": "Separator",
+          "orientation": "vertical"
+        },
+        {
+          "id": "sunset-block",
+          "component": "TextContent",
+          "text": "🌇 **Sunset**\n\n6:41 PM",
+          "size": "default"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requested items: **(1)** current temperature and conditions at the top, **(2)** the three-day outlook in tabbed cards, and **(3)** sunrise and sunset times at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..da51e1e50
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r3.txt
@@ -0,0 +1,159 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "current-card", "outlook-header", "outlook-table", "sun-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good Morning, Bengaluru",
+          "subtitle": "Your weather brief for today"
+        },
+        {
+          "id": "current-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["current-temp", "current-cond", "current-tags"]
+        },
+        {
+          "id": "current-temp",
+          "component": "Heading",
+          "text": "24°C",
+          "level": "h1"
+        },
+        {
+          "id": "current-cond",
+          "component": "TextContent",
+          "text": "Partly cloudy with a light morning breeze. Feels like 25°C.",
+          "size": "large"
+        },
+        {
+          "id": "current-tags",
+          "component": "TagBlock",
+          "tags": ["Humidity 68%", "Wind 9 km/h", "UV Low"]
+        },
+        {
+          "id": "outlook-header",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "outlook-table",
+          "component": "Table",
+          "columns": ["col-day", "col-cond", "col-high", "col-low"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Tomorrow", "Wednesday", "Thursday"]
+        },
+        {
+          "id": "col-cond",
+          "component": "Col",
+          "label": "Conditions",
+          "type": "string",
+          "data": ["Sunny", "Light Showers", "Cloudy"]
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "type": "string",
+          "data": ["28°C", "26°C", "27°C"]
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "type": "string",
+          "data": ["19°C", "18°C", "19°C"]
+        },
+        {
+          "id": "sun-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "xl",
+          "justify": "around",
+          "children": ["sunrise-block", "sun-sep", "sunset-block"]
+        },
+        {
+          "id": "sunrise-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunrise-label", "sunrise-time"]
+        },
+        {
+          "id": "sunrise-label",
+          "component": "TextContent",
+          "text": "🌅 Sunrise",
+          "size": "small-heavy"
+        },
+        {
+          "id": "sunrise-time",
+          "component": "Heading",
+          "text": "6:04 AM",
+          "level": "h3"
+        },
+        {
+          "id": "sun-sep",
+          "component": "Separator",
+          "orientation": "vertical"
+        },
+        {
+          "id": "sunset-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunset-label", "sunset-time"]
+        },
+        {
+          "id": "sunset-label",
+          "component": "TextContent",
+          "text": "🌇 Sunset",
+          "size": "small-heavy"
+        },
+        {
+          "id": "sunset-time",
+          "component": "Heading",
+          "text": "6:42 PM",
+          "level": "h3"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all three items:
+1. **Current conditions** — 24°C, partly cloudy, with humidity, wind, and UV highlights.
+2. **3-day outlook** — a table showing conditions and high/low temps for the next three days.
+3. **Sunrise & sunset** — 6:04 AM and 6:42 PM, displayed side by side.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..0b5c49c73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b1-weather__r4.txt
@@ -0,0 +1,164 @@
+Here's your morning weather brief for Bengaluru covering current conditions, the 3-day outlook, and sunrise/sunset times.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "current-card", "outlook-header", "outlook-card", "suntimes-header", "suntimes-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good Morning — Bengaluru Weather Brief",
+          "subtitle": "Your outlook for today and the days ahead"
+        },
+        {
+          "id": "current-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["current-heading", "current-temp", "current-tags"]
+        },
+        {
+          "id": "current-heading",
+          "component": "Heading",
+          "text": "Current Conditions",
+          "level": "h3"
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "24°C — Partly Cloudy"
+        },
+        {
+          "id": "current-tags",
+          "component": "TagBlock",
+          "tags": ["Feels like 25°C", "Humidity 68%", "Wind 12 km/h", "UV Low"]
+        },
+        {
+          "id": "outlook-header",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "outlook-card",
+          "component": "Table",
+          "columns": ["col-day", "col-cond", "col-high", "col-low", "col-rain"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Tomorrow", "Wednesday", "Thursday"]
+        },
+        {
+          "id": "col-cond",
+          "component": "Col",
+          "label": "Conditions",
+          "type": "string",
+          "data": ["Sunny", "Light Showers", "Cloudy"]
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "type": "string",
+          "data": ["29°C", "27°C", "26°C"]
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "type": "string",
+          "data": ["19°C", "20°C", "19°C"]
+        },
+        {
+          "id": "col-rain",
+          "component": "Col",
+          "label": "Rain",
+          "type": "string",
+          "data": ["5%", "60%", "30%"]
+        },
+        {
+          "id": "suntimes-header",
+          "component": "Heading",
+          "text": "Sunrise & Sunset",
+          "level": "h3"
+        },
+        {
+          "id": "suntimes-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "xl",
+          "justify": "around",
+          "children": ["sunrise-block", "sunset-block"]
+        },
+        {
+          "id": "sunrise-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunrise-label", "sunrise-time"]
+        },
+        {
+          "id": "sunrise-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "🌅 Sunrise"
+        },
+        {
+          "id": "sunrise-time",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "6:12 AM"
+        },
+        {
+          "id": "sunset-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["sunset-label", "sunset-time"]
+        },
+        {
+          "id": "sunset-label",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "🌇 Sunset"
+        },
+        {
+          "id": "sunset-time",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "6:34 PM"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all three items: the current temperature and conditions at the top, a 3-day outlook table in the middle, and the sunrise/sunset times at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..809ba552f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r1.txt
@@ -0,0 +1,279 @@
+Here's your personal budget check screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "month-selector",
+            "budget-section",
+            "largest-expense",
+            "category-section",
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Budget Check",
+          "subtitle": "Track your spending against your monthly budget"
+        },
+        {
+          "id": "month-selector",
+          "component": "FormControl",
+          "label": "Viewing month",
+          "hint": "Choose a different month to review its spending",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select a month",
+          "value": "2024-06",
+          "items": [
+            "month-jun",
+            "month-may",
+            "month-apr",
+            "month-mar"
+          ]
+        },
+        {
+          "id": "month-jun",
+          "component": "SelectItem",
+          "value": "2024-06",
+          "label": "June 2024"
+        },
+        {
+          "id": "month-may",
+          "component": "SelectItem",
+          "value": "2024-05",
+          "label": "May 2024"
+        },
+        {
+          "id": "month-apr",
+          "component": "SelectItem",
+          "value": "2024-04",
+          "label": "April 2024"
+        },
+        {
+          "id": "month-mar",
+          "component": "SelectItem",
+          "value": "2024-03",
+          "label": "March 2024"
+        },
+        {
+          "id": "budget-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "budget-heading",
+            "budget-amount",
+            "budget-progress",
+            "budget-remaining"
+          ]
+        },
+        {
+          "id": "budget-heading",
+          "component": "Heading",
+          "text": "Total Spent This Month",
+          "level": "h3"
+        },
+        {
+          "id": "budget-amount",
+          "component": "TextContent",
+          "text": "**$2,340** spent of **$3,000** budget",
+          "size": "large-heavy"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of budget used"
+        },
+        {
+          "id": "budget-remaining",
+          "component": "TextContent",
+          "text": "$660 remaining for the rest of the month.",
+          "size": "small"
+        },
+        {
+          "id": "largest-expense",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest Expense: Rent — $1,200",
+          "description": "Your single biggest expense this month was Rent, accounting for 51% of total spending."
+        },
+        {
+          "id": "category-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "category-heading",
+            "category-chart"
+          ]
+        },
+        {
+          "id": "category-heading",
+          "component": "Heading",
+          "text": "Spending by Category",
+          "level": "h3"
+        },
+        {
+          "id": "category-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Other"],
+          "values": [1200, 420, 260, 210, 150, 100]
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "add-expense",
+          "buttons": "add-expense-buttons",
+          "fields": [
+            "field-description",
+            "field-amount",
+            "field-category",
+            "field-date"
+          ]
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "input-description"
+        },
+        {
+          "id": "input-description",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "e.g. Grocery run"
+        },
+        {
+          "id": "field-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "input-amount"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "field-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "input-category"
+        },
+        {
+          "id": "input-category",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select a category",
+          "items": [
+            "cat-rent",
+            "cat-groceries",
+            "cat-transport",
+            "cat-dining",
+            "cat-utilities",
+            "cat-other"
+          ]
+        },
+        {
+          "id": "cat-rent",
+          "component": "SelectItem",
+          "value": "rent",
+          "label": "Rent"
+        },
+        {
+          "id": "cat-groceries",
+          "component": "SelectItem",
+          "value": "groceries",
+          "label": "Groceries"
+        },
+        {
+          "id": "cat-transport",
+          "component": "SelectItem",
+          "value": "transport",
+          "label": "Transport"
+        },
+        {
+          "id": "cat-dining",
+          "component": "SelectItem",
+          "value": "dining",
+          "label": "Dining"
+        },
+        {
+          "id": "cat-utilities",
+          "component": "SelectItem",
+          "value": "utilities",
+          "label": "Utilities"
+        },
+        {
+          "id": "cat-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "add-expense-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-add"]
+        },
+        {
+          "id": "btn-add",
+          "component": "Button",
+          "label": "Add Expense",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Every numbered item is covered:
+
+1. **Total spent vs. budget** — the sunk card shows *$2,340 of $3,000* with a progress bar and remaining balance.
+2. **Spending split by category** — a donut `PieChart` breaks spending across Rent, Groceries, Transport, Dining, Utilities, and Other.
+3. **Largest expense highlighted** — a warning `Callout` flags Rent ($1,200) as the single biggest expense.
+4. **Look at a different month** — the month `Select` at the top lets you switch between recent months.
+5. **Add an expense** — a `Form` with description, amount, category, and date fields plus an *Add Expense* button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..b8a2bd78b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r2.txt
@@ -0,0 +1,248 @@
+Here's your personal budget check screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "month-selector", "budget-summary", "largest-expense", "category-split", "add-expense-drawer"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Budget Check",
+          "subtitle": "Your spending at a glance"
+        },
+        {
+          "id": "month-selector",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["month-label", "month-select"]
+        },
+        {
+          "id": "month-label",
+          "component": "Label",
+          "text": "Viewing month:"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "value": "2024-06",
+          "size": "medium",
+          "items": ["m-apr", "m-may", "m-jun", "m-jul"]
+        },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        { "id": "m-may", "component": "SelectItem", "value": "2024-05", "label": "May 2024" },
+        { "id": "m-jun", "component": "SelectItem", "value": "2024-06", "label": "June 2024" },
+        { "id": "m-jul", "component": "SelectItem", "value": "2024-07", "label": "July 2024" },
+        {
+          "id": "budget-summary",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["summary-heading", "spent-vs-budget", "budget-progress", "budget-note"]
+        },
+        {
+          "id": "summary-heading",
+          "component": "Heading",
+          "text": "Spent This Month",
+          "level": "h3"
+        },
+        {
+          "id": "spent-vs-budget",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "$2,340 spent of $3,000 budget"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of budget used"
+        },
+        {
+          "id": "budget-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "$660 remaining for the rest of the month."
+        },
+        {
+          "id": "largest-expense",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest Expense: Rent — $1,200",
+          "description": "Your single biggest expense this month is Rent, accounting for 51% of total spending."
+        },
+        {
+          "id": "category-split",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["split-heading", "category-pie", "category-table"]
+        },
+        {
+          "id": "split-heading",
+          "component": "Heading",
+          "text": "Spending by Category",
+          "level": "h3"
+        },
+        {
+          "id": "category-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"],
+          "values": [1200, 480, 300, 180, 120, 60]
+        },
+        {
+          "id": "category-table",
+          "component": "Table",
+          "columns": ["col-cat", "col-amt", "col-pct"]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"]
+        },
+        {
+          "id": "col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$1,200", "$480", "$300", "$180", "$120", "$60"]
+        },
+        {
+          "id": "col-pct",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": ["51%", "21%", "13%", "8%", "5%", "2%"]
+        },
+        {
+          "id": "add-expense-drawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "＋ Add Expense",
+          "title": "Add an Expense",
+          "description": "Record a new expense for the selected month.",
+          "content": ["expense-form"]
+        },
+        {
+          "id": "expense-form",
+          "component": "Form",
+          "name": "add-expense",
+          "buttons": "expense-buttons",
+          "fields": ["fc-desc", "fc-amount", "fc-category", "fc-date"]
+        },
+        {
+          "id": "fc-desc",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "in-desc",
+          "hint": "What did you spend on?"
+        },
+        {
+          "id": "in-desc",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "e.g. Weekly groceries"
+        },
+        {
+          "id": "fc-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "in-amount",
+          "hint": "In dollars"
+        },
+        {
+          "id": "in-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "fc-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "sel-category"
+        },
+        {
+          "id": "sel-category",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose a category",
+          "items": ["c-rent", "c-groceries", "c-dining", "c-transport", "c-utilities", "c-other"]
+        },
+        { "id": "c-rent", "component": "SelectItem", "value": "rent", "label": "Rent" },
+        { "id": "c-groceries", "component": "SelectItem", "value": "groceries", "label": "Groceries" },
+        { "id": "c-dining", "component": "SelectItem", "value": "dining", "label": "Dining" },
+        { "id": "c-transport", "component": "SelectItem", "value": "transport", "label": "Transport" },
+        { "id": "c-utilities", "component": "SelectItem", "value": "utilities", "label": "Utilities" },
+        { "id": "c-other", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "dp-date"
+        },
+        {
+          "id": "dp-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "expense-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-save", "btn-cancel"]
+        },
+        {
+          "id": "btn-save",
+          "component": "Button",
+          "label": "Save Expense",
+          "variant": "primary",
+          "action": ["submitExpense"]
+        },
+        {
+          "id": "btn-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Total spent vs. budget** — the summary card shows "$2,340 spent of $3,000 budget" with a progress bar and remaining balance.
+2. **Spending split by category** — a donut chart plus a breakdown table with amounts and percentage share.
+3. **Largest expense highlighted** — a prominent warning callout flagging Rent ($1,200) as the single biggest expense.
+4. **Look at a different month** — a month selector dropdown at the top.
+5. **Add an expense** — an "Add Expense" drawer with a full form (description, amount, category, date, and save action).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..7c2261fa6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r3.txt
@@ -0,0 +1,242 @@
+Here's a personal budget check screen covering all five items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "month-picker",
+            "spent-vs-budget",
+            "largest-expense",
+            "category-section",
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Budget Check",
+          "subtitle": "March 2024"
+        },
+        {
+          "id": "month-picker",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["month-label", "month-select"]
+        },
+        {
+          "id": "month-label",
+          "component": "Label",
+          "text": "Viewing month:"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select a month",
+          "value": "2024-03",
+          "size": "medium",
+          "items": ["m-jan", "m-feb", "m-mar", "m-apr"]
+        },
+        { "id": "m-jan", "component": "SelectItem", "value": "2024-01", "label": "January 2024" },
+        { "id": "m-feb", "component": "SelectItem", "value": "2024-02", "label": "February 2024" },
+        { "id": "m-mar", "component": "SelectItem", "value": "2024-03", "label": "March 2024" },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        {
+          "id": "spent-vs-budget",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["svb-heading", "svb-amount", "svb-progress", "svb-note"]
+        },
+        {
+          "id": "svb-heading",
+          "component": "Heading",
+          "text": "Spent This Month",
+          "level": "h3"
+        },
+        {
+          "id": "svb-amount",
+          "component": "TextContent",
+          "text": "**$2,340** spent of **$3,000** budget",
+          "size": "large"
+        },
+        {
+          "id": "svb-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of budget used"
+        },
+        {
+          "id": "svb-note",
+          "component": "TextContent",
+          "text": "$660 remaining for the rest of the month.",
+          "size": "small"
+        },
+        {
+          "id": "largest-expense",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest Expense: Rent — $1,200",
+          "description": "Your single biggest expense this month is Rent, accounting for 51% of total spending."
+        },
+        {
+          "id": "category-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["cat-heading", "cat-pie", "cat-table"]
+        },
+        {
+          "id": "cat-heading",
+          "component": "Heading",
+          "text": "Spending by Category",
+          "level": "h3"
+        },
+        {
+          "id": "cat-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Other"],
+          "values": [1200, 480, 260, 200, 130, 70]
+        },
+        {
+          "id": "cat-table",
+          "component": "Table",
+          "columns": ["col-cat", "col-amt"]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Other"]
+        },
+        {
+          "id": "col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$1,200", "$480", "$260", "$200", "$130", "$70"]
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "addExpense",
+          "buttons": "add-expense-buttons",
+          "fields": ["fc-desc", "fc-amount", "fc-category", "fc-date"]
+        },
+        {
+          "id": "fc-desc",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "in-desc",
+          "hint": "e.g. Weekly grocery run"
+        },
+        {
+          "id": "in-desc",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "What was it for?"
+        },
+        {
+          "id": "fc-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "in-amount",
+          "hint": "In USD"
+        },
+        {
+          "id": "in-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "fc-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "sel-category"
+        },
+        {
+          "id": "sel-category",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose a category",
+          "items": ["sc-rent", "sc-groc", "sc-trans", "sc-dining", "sc-util", "sc-other"]
+        },
+        { "id": "sc-rent", "component": "SelectItem", "value": "rent", "label": "Rent" },
+        { "id": "sc-groc", "component": "SelectItem", "value": "groceries", "label": "Groceries" },
+        { "id": "sc-trans", "component": "SelectItem", "value": "transport", "label": "Transport" },
+        { "id": "sc-dining", "component": "SelectItem", "value": "dining", "label": "Dining" },
+        { "id": "sc-util", "component": "SelectItem", "value": "utilities", "label": "Utilities" },
+        { "id": "sc-other", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "dp-date"
+        },
+        {
+          "id": "dp-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "add-expense-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-add", "btn-clear"]
+        },
+        {
+          "id": "btn-add",
+          "component": "Button",
+          "label": "Add Expense",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["submitExpense"]
+        },
+        {
+          "id": "btn-clear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Total spent vs. budget** — the "Spent This Month" card shows $2,340 of $3,000 with a progress bar (78% used, $660 left).
+2. **Spending split by category** — a donut chart plus a supporting table break spending down by category.
+3. **Largest expense highlighted** — a prominent warning callout flags Rent ($1,200) as the single biggest expense.
+4. **Look at a different month** — a month selector at the top lets you switch the viewed period.
+5. **Add an expense** — a form with description, amount, category, and date, plus an "Add Expense" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..31629366e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-budget__r4.txt
@@ -0,0 +1,244 @@
+Here's your personal budget check screen covering all five items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "month-selector",
+            "budget-progress-card",
+            "largest-expense-callout",
+            "category-section",
+            "add-expense-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Budget Check",
+          "subtitle": "Track your spending at a glance"
+        },
+        {
+          "id": "month-selector",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["month-label", "month-select"]
+        },
+        {
+          "id": "month-label",
+          "component": "Label",
+          "text": "Viewing month:"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "value": "2024-06",
+          "size": "medium",
+          "items": ["m-apr", "m-may", "m-jun"]
+        },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        { "id": "m-may", "component": "SelectItem", "value": "2024-05", "label": "May 2024" },
+        { "id": "m-jun", "component": "SelectItem", "value": "2024-06", "label": "June 2024" },
+
+        {
+          "id": "budget-progress-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["spent-heading", "budget-progress", "budget-note"]
+        },
+        {
+          "id": "spent-heading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$1,840 spent of $2,500"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 74,
+          "label": "74% of monthly budget used"
+        },
+        {
+          "id": "budget-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "$660 remaining for the rest of June."
+        },
+
+        {
+          "id": "largest-expense-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest expense: Rent — $1,050",
+          "description": "This single payment accounts for 57% of your total spending this month."
+        },
+
+        {
+          "id": "category-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["category-heading", "category-pie", "category-table"]
+        },
+        {
+          "id": "category-heading",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Spending by category"
+        },
+        {
+          "id": "category-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"],
+          "values": [1050, 320, 190, 110, 95, 75]
+        },
+        {
+          "id": "category-table",
+          "component": "Table",
+          "columns": ["col-cat", "col-amt", "col-share"]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"]
+        },
+        {
+          "id": "col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$1,050", "$320", "$190", "$110", "$95", "$75"]
+        },
+        {
+          "id": "col-share",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": ["57%", "17%", "10%", "6%", "5%", "4%"]
+        },
+
+        {
+          "id": "add-expense-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["add-expense-form"]
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "addExpense",
+          "buttons": "add-expense-buttons",
+          "fields": ["fc-amount", "fc-category", "fc-date", "fc-note"]
+        },
+        {
+          "id": "fc-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "hint": "Enter the expense amount in dollars",
+          "input": "in-amount"
+        },
+        {
+          "id": "in-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "fc-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "in-category"
+        },
+        {
+          "id": "in-category",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose a category",
+          "items": ["c-rent", "c-groceries", "c-dining", "c-transport", "c-utilities", "c-other"]
+        },
+        { "id": "c-rent", "component": "SelectItem", "value": "rent", "label": "Rent" },
+        { "id": "c-groceries", "component": "SelectItem", "value": "groceries", "label": "Groceries" },
+        { "id": "c-dining", "component": "SelectItem", "value": "dining", "label": "Dining" },
+        { "id": "c-transport", "component": "SelectItem", "value": "transport", "label": "Transport" },
+        { "id": "c-utilities", "component": "SelectItem", "value": "utilities", "label": "Utilities" },
+        { "id": "c-other", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "in-date"
+        },
+        {
+          "id": "in-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "fc-note",
+          "component": "FormControl",
+          "label": "Note (optional)",
+          "input": "in-note"
+        },
+        {
+          "id": "in-note",
+          "component": "TextArea",
+          "name": "note",
+          "rows": 2,
+          "placeholder": "What was this expense for?"
+        },
+        {
+          "id": "add-expense-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-add"]
+        },
+        {
+          "id": "btn-add",
+          "component": "Button",
+          "label": "Add expense",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything requested is on one screen:
+
+1. **Total vs. budget** — the progress card shows *$1,840 spent of $2,500* (74% used, $660 remaining).
+2. **Split by category** — a donut chart plus a breakdown table with amounts and shares.
+3. **Largest expense** — highlighted in the warning callout (*Rent — $1,050*, 57% of spend).
+4. **Look at a different month** — the month dropdown at the top.
+5. **Add an expense** — the form at the bottom with amount, category, date, and note.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..9e5ed41d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,207 @@
+Here's a complete cafe menu screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "special", "veg-toggle", "menu-tabs", "hours"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Corner Cafe",
+          "subtitle": "Fresh brews & bites, made daily"
+        },
+        {
+          "id": "special",
+          "component": "Callout",
+          "variant": "success",
+          "title": "⭐ Today's Special",
+          "description": "Pumpkin Spice Latte + Warm Almond Croissant — $8.50 (save $2.00)"
+        },
+        {
+          "id": "veg-toggle",
+          "component": "SwitchGroup",
+          "name": "filters",
+          "variant": "card",
+          "items": ["veg-switch"]
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarianOnly",
+          "label": "Show vegetarian items only",
+          "description": "Filter the menu to display 🌱 vegetarian dishes"
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["tab-drinks", "tab-food", "tab-veg"]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drinks-col-name", "drinks-col-veg", "drinks-col-price"]
+        },
+        {
+          "id": "drinks-col-name",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea", "Fresh Orange Juice", "Hot Chocolate"]
+        },
+        {
+          "id": "drinks-col-veg",
+          "component": "Col",
+          "label": "Veg",
+          "type": "string",
+          "data": ["🌱", "🌱", "🌱", "🌱", "🌱", "🌱", "🌱"]
+        },
+        {
+          "id": "drinks-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.00", "$4.25", "$4.50", "$4.00", "$3.75", "$4.50", "$4.25"]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-col-name", "food-col-veg", "food-col-price"]
+        },
+        {
+          "id": "food-col-name",
+          "component": "Col",
+          "label": "Dish",
+          "type": "string",
+          "data": ["Avocado Toast", "Veggie Panini", "Garden Salad", "Bacon & Egg Bagel", "Grilled Chicken Wrap", "Almond Croissant", "Blueberry Muffin"]
+        },
+        {
+          "id": "food-col-veg",
+          "component": "Col",
+          "label": "Veg",
+          "type": "string",
+          "data": ["🌱", "🌱", "🌱", "—", "—", "🌱", "🌱"]
+        },
+        {
+          "id": "food-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$7.50", "$8.00", "$6.50", "$6.75", "$8.25", "$3.50", "$3.25"]
+        },
+        {
+          "id": "tab-veg",
+          "component": "TabItem",
+          "value": "veg",
+          "trigger": "🌱 Vegetarian Only",
+          "content": ["veg-note", "veg-table"]
+        },
+        {
+          "id": "veg-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Showing only vegetarian drinks & food."
+        },
+        {
+          "id": "veg-table",
+          "component": "Table",
+          "columns": ["veg-col-name", "veg-col-type", "veg-col-price"]
+        },
+        {
+          "id": "veg-col-name",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea", "Fresh Orange Juice", "Hot Chocolate", "Avocado Toast", "Veggie Panini", "Garden Salad", "Almond Croissant", "Blueberry Muffin"]
+        },
+        {
+          "id": "veg-col-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Drink", "Drink", "Drink", "Drink", "Drink", "Drink", "Drink", "Food", "Food", "Food", "Food", "Food"]
+        },
+        {
+          "id": "veg-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.00", "$4.25", "$4.50", "$4.00", "$3.75", "$4.50", "$4.25", "$7.50", "$8.00", "$6.50", "$3.50", "$3.25"]
+        },
+        {
+          "id": "hours",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["hours-heading", "hours-table"]
+        },
+        {
+          "id": "hours-heading",
+          "component": "Heading",
+          "text": "🕒 Opening Hours",
+          "level": "h4"
+        },
+        {
+          "id": "hours-table",
+          "component": "Table",
+          "columns": ["hours-col-day", "hours-col-time"]
+        },
+        {
+          "id": "hours-col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Monday – Friday", "Saturday", "Sunday"]
+        },
+        {
+          "id": "hours-col-time",
+          "component": "Col",
+          "label": "Hours",
+          "type": "string",
+          "data": ["7:00 AM – 7:00 PM", "8:00 AM – 8:00 PM", "8:00 AM – 4:00 PM"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers everything requested:
+
+1. **Drinks with prices** — the "Drinks" tab lists 7 beverages with prices.
+2. **Food with prices** — the "Food" tab lists 7 dishes with prices.
+3. **Today's special** — highlighted in a green success callout at the top.
+4. **Vegetarian filter** — a toggle switch plus a dedicated "🌱 Vegetarian Only" tab showing only vegetarian items (also marked with 🌱 in the other tables).
+5. **Opening hours** — a sunk card at the bottom with a weekday/weekend schedule.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..3830c8157
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,298 @@
+Here's a cafe menu screen covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "special-callout",
+            "veg-toggle",
+            "menu-tabs",
+            "hours-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Corner Cafe",
+          "subtitle": "Freshly brewed, locally sourced"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "★ Today's Special: Pumpkin Spice Latte + Almond Croissant",
+          "description": "A cozy seasonal pairing for just $8.50 — available all day while supplies last."
+        },
+        {
+          "id": "veg-toggle",
+          "component": "SwitchGroup",
+          "name": "filters",
+          "variant": "card",
+          "items": ["veg-switch"]
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarianOnly",
+          "label": "Show vegetarian items only",
+          "description": "Filter the menu to display 🌱 vegetarian-friendly dishes only"
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["tab-drinks", "tab-food", "tab-veg"]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drinks-col-name", "drinks-col-desc", "drinks-col-price"]
+        },
+        {
+          "id": "drinks-col-name",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": [
+            "Espresso 🌱",
+            "Cappuccino 🌱",
+            "Pumpkin Spice Latte 🌱",
+            "Cold Brew 🌱",
+            "Chai Tea Latte 🌱",
+            "Fresh Orange Juice 🌱",
+            "Hot Chocolate 🌱"
+          ]
+        },
+        {
+          "id": "drinks-col-desc",
+          "component": "Col",
+          "label": "Notes",
+          "type": "string",
+          "data": [
+            "Double shot",
+            "Steamed milk foam",
+            "Seasonal favorite",
+            "12hr steeped",
+            "Spiced black tea",
+            "Squeezed daily",
+            "Belgian cocoa"
+          ]
+        },
+        {
+          "id": "drinks-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.00",
+            "$4.25",
+            "$5.50",
+            "$4.00",
+            "$4.75",
+            "$3.50",
+            "$4.00"
+          ]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-col-name", "food-col-desc", "food-col-price"]
+        },
+        {
+          "id": "food-col-name",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Almond Croissant 🌱",
+            "Avocado Toast 🌱",
+            "Veggie Panini 🌱",
+            "Garden Salad 🌱",
+            "Chicken Club Sandwich",
+            "Bacon & Egg Roll",
+            "Blueberry Muffin 🌱"
+          ]
+        },
+        {
+          "id": "food-col-desc",
+          "component": "Col",
+          "label": "Notes",
+          "type": "string",
+          "data": [
+            "Buttery & flaky",
+            "Sourdough, chili flakes",
+            "Grilled veg & pesto",
+            "Seasonal greens",
+            "Free-range chicken",
+            "Smoked bacon",
+            "Baked fresh daily"
+          ]
+        },
+        {
+          "id": "food-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.75",
+            "$7.50",
+            "$8.00",
+            "$6.50",
+            "$9.00",
+            "$6.00",
+            "$3.25"
+          ]
+        },
+        {
+          "id": "tab-veg",
+          "component": "TabItem",
+          "value": "vegetarian",
+          "trigger": "🌱 Vegetarian",
+          "content": ["veg-note", "veg-table"]
+        },
+        {
+          "id": "veg-note",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Vegetarian Menu",
+          "description": "All items below are 🌱 vegetarian-friendly. Toggle the switch above to filter, or browse this dedicated list."
+        },
+        {
+          "id": "veg-table",
+          "component": "Table",
+          "columns": ["veg-col-name", "veg-col-type", "veg-col-price"]
+        },
+        {
+          "id": "veg-col-name",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Cappuccino",
+            "Pumpkin Spice Latte",
+            "Chai Tea Latte",
+            "Fresh Orange Juice",
+            "Almond Croissant",
+            "Avocado Toast",
+            "Veggie Panini",
+            "Garden Salad",
+            "Blueberry Muffin"
+          ]
+        },
+        {
+          "id": "veg-col-type",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Drink",
+            "Drink",
+            "Drink",
+            "Drink",
+            "Food",
+            "Food",
+            "Food",
+            "Food",
+            "Food"
+          ]
+        },
+        {
+          "id": "veg-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$4.25",
+            "$5.50",
+            "$4.75",
+            "$3.50",
+            "$3.75",
+            "$7.50",
+            "$8.00",
+            "$6.50",
+            "$3.25"
+          ]
+        },
+        {
+          "id": "hours-section",
+          "component": "SectionBlock",
+          "isFoldable": true,
+          "sections": ["hours-item"]
+        },
+        {
+          "id": "hours-item",
+          "component": "SectionItem",
+          "value": "hours",
+          "trigger": "🕒 Opening Hours",
+          "content": ["hours-table"]
+        },
+        {
+          "id": "hours-table",
+          "component": "Table",
+          "columns": ["hours-col-day", "hours-col-time"]
+        },
+        {
+          "id": "hours-col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": [
+            "Monday – Friday",
+            "Saturday",
+            "Sunday"
+          ]
+        },
+        {
+          "id": "hours-col-time",
+          "component": "Col",
+          "label": "Hours",
+          "type": "string",
+          "data": [
+            "7:00 AM – 6:00 PM",
+            "8:00 AM – 5:00 PM",
+            "8:00 AM – 3:00 PM"
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Drinks with prices** — the "Drinks" tab with a table of beverages and prices.
+2. **Food with prices** — the "Food" tab with a table of dishes and prices.
+3. **Today's special** — a prominent success-styled Callout at the top featuring the Pumpkin Spice Latte + Almond Croissant pairing.
+4. **Vegetarian filter** — a toggle switch to show only vegetarian items, plus a dedicated "🌱 Vegetarian" tab listing all veg-friendly options (marked with 🌱 throughout).
+5. **Opening hours** — a foldable section at the bottom with a day-by-day hours table.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..a57ef0e40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,174 @@
+Here's a complete cafe menu screen covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "special-callout",
+            "veg-filter",
+            "menu-tabs",
+            "hours-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Corner Cafe",
+          "subtitle": "Freshly brewed, locally sourced"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "☀️ Today's Special — Pumpkin Spice Latte & Maple Scone",
+          "description": "A cozy seasonal pairing for just $9.50 (save $2). Available today only, while supplies last."
+        },
+        {
+          "id": "veg-filter",
+          "component": "SwitchGroup",
+          "name": "menuFilters",
+          "variant": "card",
+          "items": ["veg-switch"]
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarianOnly",
+          "label": "Show vegetarian items only",
+          "description": "Toggle to display only 🌱 vegetarian-friendly dishes",
+          "defaultChecked": false
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["tab-drinks", "tab-food"]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "☕ Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drinks-col-item", "drinks-col-veg", "drinks-col-price"]
+        },
+        {
+          "id": "drinks-col-item",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": [
+            "Espresso",
+            "Cappuccino",
+            "Pumpkin Spice Latte",
+            "Chai Latte",
+            "Fresh Orange Juice",
+            "Iced Matcha"
+          ]
+        },
+        {
+          "id": "drinks-col-veg",
+          "component": "Col",
+          "label": "Vegetarian",
+          "type": "string",
+          "data": ["🌱", "🌱", "🌱", "🌱", "🌱", "🌱"]
+        },
+        {
+          "id": "drinks-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.00", "$4.50", "$5.75", "$4.75", "$4.25", "$5.50"]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🍽️ Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-col-item", "food-col-veg", "food-col-price"]
+        },
+        {
+          "id": "food-col-item",
+          "component": "Col",
+          "label": "Dish",
+          "type": "string",
+          "data": [
+            "Maple Scone",
+            "Avocado Toast",
+            "Grilled Chicken Panini",
+            "Veggie Wrap",
+            "Garden Salad",
+            "Smoked Salmon Bagel"
+          ]
+        },
+        {
+          "id": "food-col-veg",
+          "component": "Col",
+          "label": "Vegetarian",
+          "type": "string",
+          "data": ["🌱", "🌱", "—", "🌱", "🌱", "—"]
+        },
+        {
+          "id": "food-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.75", "$8.50", "$9.75", "$7.95", "$6.50", "$10.25"]
+        },
+        {
+          "id": "hours-section",
+          "component": "SectionBlock",
+          "isFoldable": true,
+          "sections": ["hours-item"]
+        },
+        {
+          "id": "hours-item",
+          "component": "SectionItem",
+          "value": "hours",
+          "trigger": "🕒 Opening Hours",
+          "content": ["hours-text"]
+        },
+        {
+          "id": "hours-text",
+          "component": "MarkDownRenderer",
+          "variant": "sunk",
+          "textMarkdown": "| Day | Hours |\n| --- | --- |\n| **Monday – Friday** | 7:00 AM – 7:00 PM |\n| **Saturday** | 8:00 AM – 8:00 PM |\n| **Sunday** | 8:00 AM – 5:00 PM |\n\n_Kitchen closes 30 minutes before closing time._"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all five requirements:
+
+1. **Drinks with prices** — the "☕ Drinks" tab lists 6 beverages with prices.
+2. **Food with prices** — the "🍽️ Food" tab lists 6 dishes with prices.
+3. **Today's special** — a prominent green success callout at the top highlights the Pumpkin Spice Latte & Maple Scone pairing.
+4. **Vegetarian filter** — a toggle switch to show vegetarian items only, with a 🌱 "Vegetarian" column in both tables so guests can spot veg options at a glance.
+5. **Opening hours** — a collapsible section at the bottom with a clean day-by-day table.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..8df0b651c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,286 @@
+Here's a cafe menu screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "special-callout",
+            "veg-filter",
+            "menu-tabs",
+            "hours-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Corner Cafe",
+          "subtitle": "Freshly brewed & locally sourced"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "★ Today's Special",
+          "description": "Pumpkin Spice Latte + Warm Cinnamon Roll — $8.50 (save $2.00). Available all day!"
+        },
+        {
+          "id": "veg-filter",
+          "component": "SwitchGroup",
+          "name": "filters",
+          "variant": "card",
+          "items": ["veg-switch"]
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarianOnly",
+          "label": "Vegetarian items only",
+          "description": "Toggle to view our vegetarian-friendly options (marked with 🌱)"
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["tab-drinks", "tab-food", "tab-veg"]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drinks-col-name", "drinks-col-tag", "drinks-col-price"]
+        },
+        {
+          "id": "drinks-col-name",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": [
+            "Espresso",
+            "Cappuccino",
+            "Latte",
+            "Pumpkin Spice Latte",
+            "Fresh Orange Juice",
+            "Green Tea",
+            "Iced Matcha"
+          ]
+        },
+        {
+          "id": "drinks-col-tag",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian ★ Special",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "drinks-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.00",
+            "$4.00",
+            "$4.50",
+            "$5.50",
+            "$4.00",
+            "$3.50",
+            "$5.00"
+          ]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-col-name", "food-col-tag", "food-col-price"]
+        },
+        {
+          "id": "food-col-name",
+          "component": "Col",
+          "label": "Dish",
+          "type": "string",
+          "data": [
+            "Avocado Toast",
+            "Cinnamon Roll",
+            "Garden Salad",
+            "Grilled Chicken Sandwich",
+            "Veggie Wrap",
+            "Bacon & Egg Bagel",
+            "Blueberry Muffin"
+          ]
+        },
+        {
+          "id": "food-col-tag",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": [
+            "🌱 Vegetarian",
+            "🌱 Vegetarian ★ Special",
+            "🌱 Vegetarian",
+            "Contains meat",
+            "🌱 Vegetarian",
+            "Contains meat",
+            "🌱 Vegetarian"
+          ]
+        },
+        {
+          "id": "food-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$7.50",
+            "$4.00",
+            "$6.50",
+            "$9.00",
+            "$8.00",
+            "$6.00",
+            "$3.50"
+          ]
+        },
+        {
+          "id": "tab-veg",
+          "component": "TabItem",
+          "value": "vegetarian",
+          "trigger": "🌱 Vegetarian",
+          "content": ["veg-note", "veg-table"]
+        },
+        {
+          "id": "veg-note",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Vegetarian Menu",
+          "description": "All items below are 100% vegetarian-friendly."
+        },
+        {
+          "id": "veg-table",
+          "component": "Table",
+          "columns": ["veg-col-name", "veg-col-cat", "veg-col-price"]
+        },
+        {
+          "id": "veg-col-name",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Espresso",
+            "Cappuccino",
+            "Latte",
+            "Pumpkin Spice Latte",
+            "Fresh Orange Juice",
+            "Green Tea",
+            "Iced Matcha",
+            "Avocado Toast",
+            "Cinnamon Roll",
+            "Garden Salad",
+            "Veggie Wrap",
+            "Blueberry Muffin"
+          ]
+        },
+        {
+          "id": "veg-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": [
+            "Drink",
+            "Drink",
+            "Drink",
+            "Drink",
+            "Drink",
+            "Drink",
+            "Drink",
+            "Food",
+            "Food",
+            "Food",
+            "Food",
+            "Food"
+          ]
+        },
+        {
+          "id": "veg-col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": [
+            "$3.00",
+            "$4.00",
+            "$4.50",
+            "$5.50",
+            "$4.00",
+            "$3.50",
+            "$5.00",
+            "$7.50",
+            "$4.00",
+            "$6.50",
+            "$8.00",
+            "$3.50"
+          ]
+        },
+        {
+          "id": "hours-section",
+          "component": "SectionBlock",
+          "isFoldable": true,
+          "sections": ["hours-item"]
+        },
+        {
+          "id": "hours-item",
+          "component": "SectionItem",
+          "value": "hours",
+          "trigger": "🕒 Opening Hours",
+          "content": ["hours-md"]
+        },
+        {
+          "id": "hours-md",
+          "component": "MarkDownRenderer",
+          "variant": "sunk",
+          "textMarkdown": "| Day | Hours |\n| --- | --- |\n| Monday – Friday | 7:00 AM – 8:00 PM |\n| Saturday | 8:00 AM – 9:00 PM |\n| Sunday | 8:00 AM – 6:00 PM |\n\n*Kitchen closes 30 minutes before closing time.*"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all five requirements:
+
+1. **Drinks with prices** — the "Drinks" tab lists each beverage with its price.
+2. **Food with prices** — the "Food" tab lists each dish with its price.
+3. **Today's special** — a prominent success callout at the top highlights the Pumpkin Spice Latte + Cinnamon Roll combo, and it's also flagged with ★ in the tables.
+4. **Vegetarian view** — a toggle switch plus a dedicated "🌱 Vegetarian" tab that shows only vegetarian items across both drinks and food.
+5. **Opening hours** — a collapsible section at the bottom with a full weekly schedule.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..c3c30b355
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r1.txt
@@ -0,0 +1,169 @@
+Here's a course home screen covering all six items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "meta-row",
+            "progress-card",
+            "next-lesson",
+            "modules-header",
+            "modules-list",
+            "continue-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Foundations of Data Science",
+          "subtitle": "Instructor: Dr. Elena Marquez"
+        },
+        {
+          "id": "meta-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["rating-tag", "rating-text"]
+        },
+        {
+          "id": "rating-tag",
+          "component": "Tag",
+          "text": "4.8 ★",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "rating-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Average learner rating (based on 2,431 reviews)"
+        },
+        {
+          "id": "progress-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["progress-heading", "progress-bar"]
+        },
+        {
+          "id": "progress-heading",
+          "component": "Heading",
+          "text": "Overall Progress",
+          "level": "h4"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% complete"
+        },
+        {
+          "id": "next-lesson",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Next Lesson: Exploratory Data Analysis",
+          "description": "Module 3 · Lesson 2 · ~25 min. Pick up right where you left off."
+        },
+        {
+          "id": "modules-header",
+          "component": "Heading",
+          "text": "Modules",
+          "level": "h3"
+        },
+        {
+          "id": "modules-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["mod-1", "mod-2", "mod-3", "mod-4", "mod-5"]
+        },
+        {
+          "id": "mod-1",
+          "component": "ListItem",
+          "title": "1. Intro to Data Science",
+          "subtitle": "Completed ✓",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-2",
+          "component": "ListItem",
+          "title": "2. Data Wrangling with Python",
+          "subtitle": "Completed ✓",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-3",
+          "component": "ListItem",
+          "title": "3. Exploratory Data Analysis",
+          "subtitle": "In progress · 40%",
+          "actionLabel": "Continue"
+        },
+        {
+          "id": "mod-4",
+          "component": "ListItem",
+          "title": "4. Statistical Inference",
+          "subtitle": "Not started",
+          "actionLabel": "Start"
+        },
+        {
+          "id": "mod-5",
+          "component": "ListItem",
+          "title": "5. Intro to Machine Learning",
+          "subtitle": "Not started",
+          "actionLabel": "Start"
+        },
+        {
+          "id": "continue-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-continue", "btn-overview"]
+        },
+        {
+          "id": "btn-continue",
+          "component": "Button",
+          "label": "Continue Learning",
+          "variant": "primary",
+          "size": "large",
+          "action": ["continue_next_lesson"]
+        },
+        {
+          "id": "btn-overview",
+          "component": "Button",
+          "label": "View Full Syllabus",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["view_syllabus"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen includes every requested item:
+
+1. **Course title & instructor** — in the header.
+2. **Overall progress percentage** — the 62% progress bar.
+3. **Modules with completion status** — a numbered list showing Completed / In progress / Not started for each.
+4. **Next lesson called out** — the info callout highlighting "Exploratory Data Analysis."
+5. **Average learner rating** — the 4.8★ tag with review count.
+6. **A way to continue learning** — the primary "Continue Learning" button (plus a secondary syllabus button).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..e07f12269
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r2.txt
@@ -0,0 +1,173 @@
+Here's a course home screen covering all six requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "meta-row",
+            "progress-card",
+            "next-lesson",
+            "modules-heading",
+            "modules",
+            "continue-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Foundations of Data Science",
+          "subtitle": "Instructor: Dr. Elena Marsh"
+        },
+        {
+          "id": "meta-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["rating-tag", "progress-tag"]
+        },
+        {
+          "id": "rating-tag",
+          "component": "Tag",
+          "text": "Average learner rating: 4.7 / 5",
+          "icon": "star",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "progress-tag",
+          "component": "Tag",
+          "text": "62% complete",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "progress-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["progress-title", "progress-bar"]
+        },
+        {
+          "id": "progress-title",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Overall course progress"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% — 5 of 8 modules"
+        },
+        {
+          "id": "next-lesson",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Next lesson: Exploratory Data Analysis with Pandas",
+          "description": "Module 6 · Lesson 1 · ~25 min. Pick up right where you left off."
+        },
+        {
+          "id": "modules-heading",
+          "component": "Heading",
+          "text": "Modules",
+          "level": "h3"
+        },
+        {
+          "id": "modules",
+          "component": "Table",
+          "columns": ["col-module", "col-lessons", "col-status"]
+        },
+        {
+          "id": "col-module",
+          "component": "Col",
+          "label": "Module",
+          "type": "string",
+          "data": [
+            "1. Intro to Data Science",
+            "2. Python Essentials",
+            "3. Working with Data",
+            "4. Statistics Basics",
+            "5. Data Visualization",
+            "6. Exploratory Data Analysis",
+            "7. Intro to Machine Learning",
+            "8. Capstone Project"
+          ]
+        },
+        {
+          "id": "col-lessons",
+          "component": "Col",
+          "label": "Lessons",
+          "type": "string",
+          "data": ["4/4", "6/6", "5/5", "5/5", "4/4", "0/5", "0/6", "0/3"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "✓ Completed",
+            "✓ Completed",
+            "✓ Completed",
+            "✓ Completed",
+            "✓ Completed",
+            "▶ In progress",
+            "Not started",
+            "Not started"
+          ]
+        },
+        {
+          "id": "continue-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-continue", "btn-syllabus"]
+        },
+        {
+          "id": "btn-continue",
+          "component": "Button",
+          "label": "Continue learning",
+          "variant": "primary",
+          "size": "large",
+          "action": ["continue_next_lesson"]
+        },
+        {
+          "id": "btn-syllabus",
+          "component": "Button",
+          "label": "View full syllabus",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["view_syllabus"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen includes:
+1. **Course title & instructor** — in the card header
+2. **Overall progress** — the "62% complete" tag plus a progress bar
+3. **Modules with completion status** — a table listing all 8 modules, lessons completed, and status
+4. **Next lesson** — highlighted in an info callout
+5. **Average learner rating** — shown as a 4.7/5 tag
+6. **A way to continue** — the primary "Continue learning" button (with a secondary syllabus link)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..7441e89be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r3.txt
@@ -0,0 +1,171 @@
+Here's a course home screen covering all six requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "meta-row",
+            "progress-section",
+            "next-lesson-callout",
+            "modules-heading",
+            "modules-list",
+            "continue-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Foundations of Data Science",
+          "subtitle": "Instructor: Dr. Elena Marsh"
+        },
+        {
+          "id": "meta-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["rating-tag", "level-tag"]
+        },
+        {
+          "id": "rating-tag",
+          "component": "Tag",
+          "text": "4.8 / 5.0 average learner rating",
+          "icon": "star",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "level-tag",
+          "component": "Tag",
+          "text": "Beginner",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["progress-heading", "overall-progress"]
+        },
+        {
+          "id": "progress-heading",
+          "component": "Heading",
+          "text": "Overall Progress",
+          "level": "h4"
+        },
+        {
+          "id": "overall-progress",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% complete"
+        },
+        {
+          "id": "next-lesson-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Next Lesson: Exploratory Data Analysis with Pandas",
+          "description": "Module 3 · Lesson 2 · ~18 min · Pick up right where you left off."
+        },
+        {
+          "id": "modules-heading",
+          "component": "Heading",
+          "text": "Modules",
+          "level": "h4"
+        },
+        {
+          "id": "modules-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["mod-1", "mod-2", "mod-3", "mod-4", "mod-5"]
+        },
+        {
+          "id": "mod-1",
+          "component": "ListItem",
+          "title": "Introduction to Data Science",
+          "subtitle": "Completed · 100%",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-2",
+          "component": "ListItem",
+          "title": "Python for Data Analysis",
+          "subtitle": "Completed · 100%",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-3",
+          "component": "ListItem",
+          "title": "Exploratory Data Analysis",
+          "subtitle": "In progress · 40%",
+          "actionLabel": "Continue"
+        },
+        {
+          "id": "mod-4",
+          "component": "ListItem",
+          "title": "Statistical Foundations",
+          "subtitle": "Not started · 0%",
+          "actionLabel": "Start"
+        },
+        {
+          "id": "mod-5",
+          "component": "ListItem",
+          "title": "Intro to Machine Learning",
+          "subtitle": "Not started · 0%",
+          "actionLabel": "Start"
+        },
+        {
+          "id": "continue-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["continue-btn", "syllabus-btn"]
+        },
+        {
+          "id": "continue-btn",
+          "component": "Button",
+          "label": "Continue Learning",
+          "variant": "primary",
+          "size": "large",
+          "action": ["continueLearning", "module-3", "lesson-2"]
+        },
+        {
+          "id": "syllabus-btn",
+          "component": "Button",
+          "label": "View Full Syllabus",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["viewSyllabus"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers each numbered requirement:
+
+1. **Course title & instructor** — shown in the card header ("Foundations of Data Science" / "Dr. Elena Marsh").
+2. **Overall progress percentage** — the sunk progress section with a 62% progress bar.
+3. **Modules with completion status** — a numbered list where each module shows Completed / In progress / Not started plus its percentage.
+4. **Next lesson called out** — an info Callout highlighting the next lesson with its location and duration.
+5. **Average learner rating** — a star-icon tag reading "4.8 / 5.0 average learner rating".
+6. **A way to continue learning** — a primary "Continue Learning" button (plus a secondary syllabus option).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..4fc36ae9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-course__r4.txt
@@ -0,0 +1,177 @@
+Here's a course home screen covering all six requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "meta-row",
+            "progress-section",
+            "next-lesson-callout",
+            "modules-heading",
+            "modules-list",
+            "continue-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Foundations of Data Science",
+          "subtitle": "Instructor: Dr. Elena Marsh"
+        },
+        {
+          "id": "meta-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["rating-tag", "rating-text"]
+        },
+        {
+          "id": "rating-tag",
+          "component": "Tag",
+          "text": "4.7 / 5.0",
+          "icon": "star",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "rating-text",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Average learner rating (based on 3,412 reviews)"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["progress-heading", "overall-progress"]
+        },
+        {
+          "id": "progress-heading",
+          "component": "Heading",
+          "text": "Overall Progress",
+          "level": "h4"
+        },
+        {
+          "id": "overall-progress",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% complete"
+        },
+        {
+          "id": "next-lesson-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Next up: Module 4 — Regression Analysis",
+          "description": "Lesson 4.1: Understanding Linear Regression · 18 min video"
+        },
+        {
+          "id": "modules-heading",
+          "component": "Heading",
+          "text": "Course Modules",
+          "level": "h4"
+        },
+        {
+          "id": "modules-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["mod-1", "mod-2", "mod-3", "mod-4", "mod-5", "mod-6"]
+        },
+        {
+          "id": "mod-1",
+          "component": "ListItem",
+          "title": "Introduction to Data Science",
+          "subtitle": "Completed · 100%",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-2",
+          "component": "ListItem",
+          "title": "Data Wrangling & Cleaning",
+          "subtitle": "Completed · 100%",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-3",
+          "component": "ListItem",
+          "title": "Exploratory Data Analysis",
+          "subtitle": "Completed · 100%",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "mod-4",
+          "component": "ListItem",
+          "title": "Regression Analysis",
+          "subtitle": "In progress · 25%",
+          "actionLabel": "Resume"
+        },
+        {
+          "id": "mod-5",
+          "component": "ListItem",
+          "title": "Classification Models",
+          "subtitle": "Not started · 0%",
+          "actionLabel": "Locked"
+        },
+        {
+          "id": "mod-6",
+          "component": "ListItem",
+          "title": "Capstone Project",
+          "subtitle": "Not started · 0%",
+          "actionLabel": "Locked"
+        },
+        {
+          "id": "continue-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["continue-btn", "syllabus-btn"]
+        },
+        {
+          "id": "continue-btn",
+          "component": "Button",
+          "label": "Continue Learning →",
+          "variant": "primary",
+          "size": "large",
+          "action": ["resume", "module-4", "lesson-4.1"]
+        },
+        {
+          "id": "syllabus-btn",
+          "component": "Button",
+          "label": "View Full Syllabus",
+          "variant": "secondary",
+          "size": "large",
+          "action": ["view", "syllabus"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen addresses every numbered requirement:
+
+1. **Course title and instructor** — shown in the header ("Foundations of Data Science" / "Dr. Elena Marsh").
+2. **Overall progress percentage** — a labeled progress bar at 62% complete.
+3. **Modules with completion status** — a numbered list of all six modules, each with a completed / in-progress / not-started status and percentage.
+4. **The next lesson called out** — a highlighted info callout for Module 4, Lesson 4.1.
+5. **The average learner rating** — a success tag showing 4.7/5.0 with review count.
+6. **A way to continue learning** — a primary "Continue Learning" button (plus a secondary syllabus button).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..19ea799a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r1.txt
@@ -0,0 +1,287 @@
+Here's a conference landing screen covering all six items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conf-landing",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conf-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hero", "countdown", "agenda-section", "speakers-section", "tickets-section", "register-section"]
+        },
+
+        {
+          "id": "hero",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["hero-title", "hero-meta"]
+        },
+        {
+          "id": "hero-title",
+          "component": "Heading",
+          "text": "DevScale Summit 2025",
+          "level": "h1"
+        },
+        {
+          "id": "hero-meta",
+          "component": "TextContent",
+          "size": "large",
+          "text": "📅 **October 18, 2025**  ·  📍 **Moscone Center West, San Francisco, CA**"
+        },
+
+        {
+          "id": "countdown",
+          "component": "Callout",
+          "variant": "info",
+          "title": "42 days remaining",
+          "description": "The countdown is on — secure your ticket before the event on October 18, 2025."
+        },
+
+        {
+          "id": "agenda-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["agenda-header", "agenda-table"]
+        },
+        {
+          "id": "agenda-header",
+          "component": "CardHeader",
+          "title": "Agenda",
+          "subtitle": "A full day of talks, workshops, and networking"
+        },
+        {
+          "id": "agenda-table",
+          "component": "Table",
+          "columns": ["agenda-time", "agenda-session", "agenda-room"]
+        },
+        {
+          "id": "agenda-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["09:00", "10:00", "11:30", "13:00", "14:30", "16:00", "17:30"]
+        },
+        {
+          "id": "agenda-session",
+          "component": "Col",
+          "label": "Session",
+          "type": "string",
+          "data": [
+            "Registration & Coffee",
+            "Keynote: Scaling to a Billion Requests",
+            "Workshop: Event-Driven Architecture",
+            "Lunch Break",
+            "Panel: The Future of AI Infrastructure",
+            "Talk: Observability at Scale",
+            "Closing Remarks & Networking"
+          ]
+        },
+        {
+          "id": "agenda-room",
+          "component": "Col",
+          "label": "Room",
+          "type": "string",
+          "data": ["Lobby", "Main Hall", "Room B", "Atrium", "Main Hall", "Room A", "Main Hall"]
+        },
+
+        {
+          "id": "speakers-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["speakers-header", "speakers-list"]
+        },
+        {
+          "id": "speakers-header",
+          "component": "CardHeader",
+          "title": "Speakers",
+          "subtitle": "Learn from the people building at scale"
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sp1", "sp2", "sp3", "sp4"]
+        },
+        {
+          "id": "sp1",
+          "component": "ListItem",
+          "title": "Dr. Amara Okafor",
+          "subtitle": "Principal Engineer at Netflix — pioneer of resilient streaming systems."
+        },
+        {
+          "id": "sp2",
+          "component": "ListItem",
+          "title": "Liang Wei",
+          "subtitle": "CTO at FlowData — builds real-time event pipelines processing trillions of events."
+        },
+        {
+          "id": "sp3",
+          "component": "ListItem",
+          "title": "Sofia Marques",
+          "subtitle": "Staff SRE at Cloudflare — champion of practical observability and chaos engineering."
+        },
+        {
+          "id": "sp4",
+          "component": "ListItem",
+          "title": "James Reddick",
+          "subtitle": "AI Infra Lead at Anthropic — scales training and inference for large models."
+        },
+
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["tickets-header", "tickets-table"]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Ticket Tiers",
+          "subtitle": "Choose the pass that fits you"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["tier-name", "tier-includes", "tier-price"]
+        },
+        {
+          "id": "tier-name",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": ["Early Bird", "Standard", "VIP", "Team (5+)"]
+        },
+        {
+          "id": "tier-includes",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "All talks + lunch",
+            "All talks, workshops + lunch",
+            "Everything + speaker dinner & front seating",
+            "Standard access per seat, discounted"
+          ]
+        },
+        {
+          "id": "tier-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$199", "$349", "$799", "$299 / seat"]
+        },
+
+        {
+          "id": "register-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["register-header", "register-form"]
+        },
+        {
+          "id": "register-header",
+          "component": "CardHeader",
+          "title": "Register Now",
+          "subtitle": "Only 42 days left — reserve your spot"
+        },
+        {
+          "id": "register-form",
+          "component": "Form",
+          "name": "registration",
+          "fields": ["fc-name", "fc-email", "fc-tier"],
+          "buttons": "register-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe",
+          "rules": ["required"]
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email",
+          "hint": "We'll send your ticket confirmation here."
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "fc-tier",
+          "component": "FormControl",
+          "label": "Ticket Tier",
+          "input": "select-tier"
+        },
+        {
+          "id": "select-tier",
+          "component": "Select",
+          "name": "tier",
+          "placeholder": "Select a tier",
+          "items": ["opt-early", "opt-standard", "opt-vip", "opt-team"]
+        },
+        { "id": "opt-early", "component": "SelectItem", "value": "early", "label": "Early Bird — $199" },
+        { "id": "opt-standard", "component": "SelectItem", "value": "standard", "label": "Standard — $349" },
+        { "id": "opt-vip", "component": "SelectItem", "value": "vip", "label": "VIP — $799" },
+        { "id": "opt-team", "component": "SelectItem", "value": "team", "label": "Team — $299 / seat" },
+        {
+          "id": "register-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-register"]
+        },
+        {
+          "id": "btn-register",
+          "component": "Button",
+          "label": "Complete Registration",
+          "variant": "primary",
+          "size": "large",
+          "action": ["submit"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all six requirements:
+
+1. **Event name, date & venue** — the hero header up top
+2. **Agenda with times** — a time-keyed table of sessions and rooms
+3. **Speakers** — a numbered list, each with a one-line bio
+4. **Ticket tiers with prices** — a comparison table
+5. **Registration** — a form with name, email, and tier selection
+6. **Days remaining** — the highlighted "42 days remaining" callout (also echoed in the register header)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..c001618bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r2.txt
@@ -0,0 +1,274 @@
+Here's a conference landing screen covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conf-landing",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conf-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "hero",
+            "countdown",
+            "agenda-section",
+            "speakers-section",
+            "tickets-section",
+            "register-section"
+          ]
+        },
+        {
+          "id": "hero",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["hero-title", "hero-meta", "hero-tags"]
+        },
+        {
+          "id": "hero-title",
+          "component": "Heading",
+          "text": "DevFront Summit 2025",
+          "level": "h1"
+        },
+        {
+          "id": "hero-meta",
+          "component": "TextContent",
+          "text": "**October 15, 2025** · Moscone Center West, San Francisco",
+          "size": "large"
+        },
+        {
+          "id": "hero-tags",
+          "component": "TagBlock",
+          "tags": ["Frontend", "AI", "DevOps", "1-Day Event"]
+        },
+        {
+          "id": "countdown",
+          "component": "Callout",
+          "variant": "info",
+          "title": "42 Days Remaining",
+          "description": "Only 42 days left until DevFront Summit 2025 kicks off. Secure your seat before tickets sell out!"
+        },
+        {
+          "id": "agenda-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["agenda-header", "agenda-steps"]
+        },
+        {
+          "id": "agenda-header",
+          "component": "CardHeader",
+          "title": "Agenda",
+          "subtitle": "Full day of talks and workshops"
+        },
+        {
+          "id": "agenda-steps",
+          "component": "Steps",
+          "items": ["ag1", "ag2", "ag3", "ag4", "ag5"]
+        },
+        {
+          "id": "ag1",
+          "component": "StepsItem",
+          "title": "09:00 – Registration & Coffee",
+          "details": "Check in, grab your badge, and network over breakfast."
+        },
+        {
+          "id": "ag2",
+          "component": "StepsItem",
+          "title": "10:00 – Opening Keynote",
+          "details": "The Future of Frontend Architecture."
+        },
+        {
+          "id": "ag3",
+          "component": "StepsItem",
+          "title": "12:00 – Lunch & Networking",
+          "details": "Catered lunch with speaker roundtables."
+        },
+        {
+          "id": "ag4",
+          "component": "StepsItem",
+          "title": "13:30 – Deep Dive Workshops",
+          "details": "Hands-on sessions on AI tooling and performance."
+        },
+        {
+          "id": "ag5",
+          "component": "StepsItem",
+          "title": "16:30 – Closing Panel & Drinks",
+          "details": "Q&A with all speakers followed by a happy hour."
+        },
+        {
+          "id": "speakers-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["speakers-header", "speakers-list"]
+        },
+        {
+          "id": "speakers-header",
+          "component": "CardHeader",
+          "title": "Speakers",
+          "subtitle": "Industry leaders sharing their expertise"
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sp1", "sp2", "sp3", "sp4"]
+        },
+        {
+          "id": "sp1",
+          "component": "ListItem",
+          "title": "Ada Chen",
+          "subtitle": "Principal Engineer at Vercel — pioneering edge rendering."
+        },
+        {
+          "id": "sp2",
+          "component": "ListItem",
+          "title": "Marcus Reed",
+          "subtitle": "Author of 'Reactive UIs' — building resilient design systems."
+        },
+        {
+          "id": "sp3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "AI Lead at OpenLabs — integrating LLMs into web apps."
+        },
+        {
+          "id": "sp4",
+          "component": "ListItem",
+          "title": "Tom Alvarez",
+          "subtitle": "DevOps Advocate — scaling CI/CD for frontend teams."
+        },
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["tickets-header", "tickets-table"]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Ticket Tiers",
+          "subtitle": "Choose the pass that fits you"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-tier", "col-price", "col-perks"]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": ["Student", "Standard", "Pro", "VIP"]
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$49", "$149", "$299", "$599"]
+        },
+        {
+          "id": "col-perks",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "Talks + recordings",
+            "Talks + workshops + lunch",
+            "All access + speaker dinner",
+            "All access + front row + swag box"
+          ]
+        },
+        {
+          "id": "register-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["register-header", "register-form"]
+        },
+        {
+          "id": "register-header",
+          "component": "CardHeader",
+          "title": "Register Now",
+          "subtitle": "Reserve your spot in seconds"
+        },
+        {
+          "id": "register-form",
+          "component": "Form",
+          "name": "registration",
+          "fields": ["fc-name", "fc-email"],
+          "buttons": "register-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email",
+          "hint": "We'll send your ticket confirmation here."
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com"
+        },
+        {
+          "id": "register-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-register"]
+        },
+        {
+          "id": "btn-register",
+          "component": "Button",
+          "label": "Register for DevFront Summit",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all six items:
+
+1. **Event name, date & venue** — hero heading with "DevFront Summit 2025", the date, and Moscone Center West venue.
+2. **Agenda with times** — a Steps list with each session and its start time.
+3. **Speakers with one line each** — a numbered ListBlock with a short bio per speaker.
+4. **Ticket tiers with prices** — a Table showing Student, Standard, Pro, and VIP tiers with prices and perks.
+5. **Registration** — a Form with Name and Email fields plus a register button.
+6. **Days remaining** — an info Callout displaying "42 Days Remaining" at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..5da7cbbc7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r3.txt
@@ -0,0 +1,295 @@
+Here's a conference landing screen covering all six items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conf-landing",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conf-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hero", "countdown", "agenda-section", "speakers-section", "tickets-section", "register-section"]
+        },
+        {
+          "id": "hero",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["hero-title", "hero-meta", "hero-tags"]
+        },
+        {
+          "id": "hero-title",
+          "component": "Heading",
+          "text": "DevHorizon 2025",
+          "level": "h1"
+        },
+        {
+          "id": "hero-meta",
+          "component": "TextContent",
+          "size": "large",
+          "text": "**June 12–13, 2025** · Moscone Center West, San Francisco, CA"
+        },
+        {
+          "id": "hero-tags",
+          "component": "TagBlock",
+          "tags": ["2 Days", "40+ Sessions", "In-Person & Streamed"]
+        },
+        {
+          "id": "countdown",
+          "component": "Callout",
+          "variant": "info",
+          "title": "42 Days Remaining",
+          "description": "Only 42 days left until DevHorizon 2025 opens its doors. Register early to lock in the best rate."
+        },
+        {
+          "id": "agenda-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["agenda-header", "agenda-steps"]
+        },
+        {
+          "id": "agenda-header",
+          "component": "CardHeader",
+          "title": "Agenda",
+          "subtitle": "Day 1 — Thursday, June 12"
+        },
+        {
+          "id": "agenda-steps",
+          "component": "Steps",
+          "items": ["ag1", "ag2", "ag3", "ag4", "ag5"]
+        },
+        {
+          "id": "ag1",
+          "component": "StepsItem",
+          "title": "09:00 — Registration & Coffee",
+          "details": "Badge pickup, breakfast, and networking in the main hall."
+        },
+        {
+          "id": "ag2",
+          "component": "StepsItem",
+          "title": "10:00 — Opening Keynote",
+          "details": "The road ahead: platform engineering in 2025 and beyond."
+        },
+        {
+          "id": "ag3",
+          "component": "StepsItem",
+          "title": "11:30 — Breakout Tracks",
+          "details": "Parallel sessions on AI, cloud-native, and developer tooling."
+        },
+        {
+          "id": "ag4",
+          "component": "StepsItem",
+          "title": "14:00 — Hands-on Workshops",
+          "details": "Interactive labs with limited seats — first come, first served."
+        },
+        {
+          "id": "ag5",
+          "component": "StepsItem",
+          "title": "17:30 — Networking Reception",
+          "details": "Drinks, demos, and conversation to close out day one."
+        },
+        {
+          "id": "speakers-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["speakers-header", "speakers-list"]
+        },
+        {
+          "id": "speakers-header",
+          "component": "CardHeader",
+          "title": "Featured Speakers",
+          "subtitle": "Leaders shaping the future of software"
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sp1", "sp2", "sp3", "sp4"]
+        },
+        {
+          "id": "sp1",
+          "component": "ListItem",
+          "title": "Dr. Amara Osei — Chief Architect, Nimbus Cloud",
+          "subtitle": "Pioneering resilient distributed systems at planetary scale."
+        },
+        {
+          "id": "sp2",
+          "component": "ListItem",
+          "title": "Liang Wei — Head of AI, Corvex Labs",
+          "subtitle": "Building production LLM pipelines that developers actually trust."
+        },
+        {
+          "id": "sp3",
+          "component": "ListItem",
+          "title": "Priya Nair — VP Engineering, Loopstack",
+          "subtitle": "Scaling teams and platforms without losing developer velocity."
+        },
+        {
+          "id": "sp4",
+          "component": "ListItem",
+          "title": "Marcus Feld — Creator, OpenForge",
+          "subtitle": "Open-source maintainer on sustainable community-driven tooling."
+        },
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["tickets-header", "tickets-table"]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Ticket Tiers",
+          "subtitle": "Choose the pass that fits you"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-tier", "col-price", "col-includes"]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": ["Community", "Standard", "Pro", "VIP"]
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$99", "$299", "$499", "$899"]
+        },
+        {
+          "id": "col-includes",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": ["Keynotes + streamed sessions", "All sessions + lunch", "Sessions + workshops + reception", "All access + speaker dinner + front row"]
+        },
+        {
+          "id": "register-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["register-header", "register-form"]
+        },
+        {
+          "id": "register-header",
+          "component": "CardHeader",
+          "title": "Register Now",
+          "subtitle": "Secure your spot in under a minute"
+        },
+        {
+          "id": "register-form",
+          "component": "Form",
+          "name": "registration",
+          "fields": ["fc-name", "fc-email", "fc-tier"],
+          "buttons": "register-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "in-name"
+        },
+        {
+          "id": "in-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe",
+          "rules": ["required"]
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "We'll send your ticket and updates here.",
+          "input": "in-email"
+        },
+        {
+          "id": "in-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "fc-tier",
+          "component": "FormControl",
+          "label": "Ticket Tier",
+          "input": "sel-tier"
+        },
+        {
+          "id": "sel-tier",
+          "component": "Select",
+          "name": "tier",
+          "placeholder": "Select a tier",
+          "items": ["si1", "si2", "si3", "si4"]
+        },
+        {
+          "id": "si1",
+          "component": "SelectItem",
+          "value": "community",
+          "label": "Community — $99"
+        },
+        {
+          "id": "si2",
+          "component": "SelectItem",
+          "value": "standard",
+          "label": "Standard — $299"
+        },
+        {
+          "id": "si3",
+          "component": "SelectItem",
+          "value": "pro",
+          "label": "Pro — $499"
+        },
+        {
+          "id": "si4",
+          "component": "SelectItem",
+          "value": "vip",
+          "label": "VIP — $899"
+        },
+        {
+          "id": "register-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-register"]
+        },
+        {
+          "id": "btn-register",
+          "component": "Button",
+          "label": "Complete Registration",
+          "variant": "primary",
+          "size": "large",
+          "action": ["submit"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item: **(1)** event name, date and venue in the hero; **(2)** timed agenda via Steps; **(3)** speakers with one-line bios in a numbered list; **(4)** ticket tiers with prices in a table; **(5)** a registration form with name, email, and tier; and **(6)** days remaining in the countdown callout.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..4e33ff6a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-event__r4.txt
@@ -0,0 +1,269 @@
+Here's a conference landing screen covering all six items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conf-landing",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conf-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "hero",
+            "countdown",
+            "agenda-section",
+            "speakers-section",
+            "tickets-section",
+            "register-section"
+          ]
+        },
+
+        {
+          "id": "hero",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["hero-title", "hero-meta"]
+        },
+        {
+          "id": "hero-title",
+          "component": "Heading",
+          "text": "DevFront Summit 2025",
+          "level": "h1"
+        },
+        {
+          "id": "hero-meta",
+          "component": "TextContent",
+          "size": "large",
+          "text": "**October 18, 2025** · Moscone Center West, San Francisco, CA"
+        },
+
+        {
+          "id": "countdown",
+          "component": "Callout",
+          "variant": "info",
+          "title": "42 days remaining",
+          "description": "Only 42 days left until DevFront Summit 2025 kicks off. Secure your seat before tickets sell out."
+        },
+
+        {
+          "id": "agenda-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["agenda-header", "agenda-steps"]
+        },
+        {
+          "id": "agenda-header",
+          "component": "CardHeader",
+          "title": "Agenda",
+          "subtitle": "Full day of talks and workshops"
+        },
+        {
+          "id": "agenda-steps",
+          "component": "Steps",
+          "items": ["ag1", "ag2", "ag3", "ag4", "ag5"]
+        },
+        {
+          "id": "ag1",
+          "component": "StepsItem",
+          "title": "09:00 — Registration & Coffee",
+          "details": "Check in, grab your badge and network over coffee."
+        },
+        {
+          "id": "ag2",
+          "component": "StepsItem",
+          "title": "10:00 — Keynote: The Future of the Web",
+          "details": "Opening keynote on where front-end engineering is heading."
+        },
+        {
+          "id": "ag3",
+          "component": "StepsItem",
+          "title": "12:30 — Lunch & Sponsor Expo",
+          "details": "Catered lunch with time to explore sponsor booths."
+        },
+        {
+          "id": "ag4",
+          "component": "StepsItem",
+          "title": "14:00 — Deep Dive Workshops",
+          "details": "Hands-on tracks on performance, accessibility and AI UIs."
+        },
+        {
+          "id": "ag5",
+          "component": "StepsItem",
+          "title": "17:00 — Closing Panel & Reception",
+          "details": "Panel discussion followed by an evening reception."
+        },
+
+        {
+          "id": "speakers-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["speakers-header", "speakers-list"]
+        },
+        {
+          "id": "speakers-header",
+          "component": "CardHeader",
+          "title": "Speakers",
+          "subtitle": "Industry leaders sharing their expertise"
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["sp1", "sp2", "sp3", "sp4"]
+        },
+        {
+          "id": "sp1",
+          "component": "ListItem",
+          "title": "Maya Chen",
+          "subtitle": "Principal Engineer at Vercel — scaling rendering pipelines."
+        },
+        {
+          "id": "sp2",
+          "component": "ListItem",
+          "title": "Diego Ramirez",
+          "subtitle": "Accessibility Lead at Adobe — building inclusive interfaces."
+        },
+        {
+          "id": "sp3",
+          "component": "ListItem",
+          "title": "Aisha Bello",
+          "subtitle": "Staff Designer at Figma — bridging design and code."
+        },
+        {
+          "id": "sp4",
+          "component": "ListItem",
+          "title": "Tom Hartley",
+          "subtitle": "AI UX Researcher — designing for generative interfaces."
+        },
+
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["tickets-header", "tickets-table"]
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "Ticket Tiers",
+          "subtitle": "Choose the pass that fits you"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-tier", "col-includes", "col-price"]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": ["Early Bird", "Standard", "VIP", "Team (5+)"]
+        },
+        {
+          "id": "col-includes",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "All talks + lunch",
+            "All talks + workshops",
+            "Front-row + speaker dinner",
+            "Standard pass per seat"
+          ]
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$149", "$249", "$449", "$199"]
+        },
+
+        {
+          "id": "register-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["register-header", "register-form"]
+        },
+        {
+          "id": "register-header",
+          "component": "CardHeader",
+          "title": "Register",
+          "subtitle": "Reserve your spot in seconds"
+        },
+        {
+          "id": "register-form",
+          "component": "Form",
+          "name": "registration",
+          "fields": ["fc-name", "fc-email"],
+          "buttons": "register-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name",
+          "hint": "As it should appear on your badge"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email",
+          "input": "input-email",
+          "hint": "We'll send your confirmation here"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com"
+        },
+        {
+          "id": "register-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-register"]
+        },
+        {
+          "id": "btn-register",
+          "component": "Button",
+          "label": "Register Now",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item: **(1)** the event name, date and venue in the hero; **(2)** the timed agenda via Steps; **(3)** speakers with one-line bios; **(4)** ticket tiers with prices in a table; **(5)** a registration form with name and email; and **(6)** the days-remaining countdown in the callout banner.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..aae7f3d83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,216 @@
+Here's a daily fitness summary screen covering all four items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "steps-card",
+            "calories-card",
+            "week-card",
+            "log-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Summary",
+          "subtitle": "Your daily activity at a glance"
+        },
+        {
+          "id": "steps-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["steps-heading", "steps-progress", "steps-detail"]
+        },
+        {
+          "id": "steps-heading",
+          "component": "Heading",
+          "text": "Steps",
+          "level": "h3"
+        },
+        {
+          "id": "steps-progress",
+          "component": "Progress",
+          "value": 76,
+          "label": "7,642 of 10,000 steps"
+        },
+        {
+          "id": "steps-detail",
+          "component": "TextContent",
+          "size": "small",
+          "text": "2,358 steps to reach your daily goal. Keep moving!"
+        },
+        {
+          "id": "calories-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["calories-info", "calories-tag"]
+        },
+        {
+          "id": "calories-info",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["calories-heading", "calories-value"]
+        },
+        {
+          "id": "calories-heading",
+          "component": "Heading",
+          "text": "Calories Burned",
+          "level": "h3"
+        },
+        {
+          "id": "calories-value",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "486 kcal"
+        },
+        {
+          "id": "calories-tag",
+          "component": "Tag",
+          "text": "On track",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "week-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["week-heading", "week-chart"]
+        },
+        {
+          "id": "week-heading",
+          "component": "Heading",
+          "text": "Workouts This Week",
+          "level": "h3"
+        },
+        {
+          "id": "week-chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["week-series"],
+          "xLabel": "Day",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "week-series",
+          "component": "Series",
+          "category": "Workout Minutes",
+          "values": [45, 30, 0, 60, 25, 50, 40]
+        },
+        {
+          "id": "log-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["log-heading", "log-form"]
+        },
+        {
+          "id": "log-heading",
+          "component": "Heading",
+          "text": "Log a New Workout",
+          "level": "h3"
+        },
+        {
+          "id": "log-form",
+          "component": "Form",
+          "name": "logWorkout",
+          "fields": ["field-type", "field-duration", "field-notes"],
+          "buttons": "log-buttons"
+        },
+        {
+          "id": "field-type",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "input-type"
+        },
+        {
+          "id": "input-type",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Choose an activity",
+          "items": ["opt-run", "opt-strength", "opt-cycle", "opt-yoga", "opt-swim"]
+        },
+        { "id": "opt-run", "component": "SelectItem", "value": "running", "label": "Running" },
+        { "id": "opt-strength", "component": "SelectItem", "value": "strength", "label": "Strength Training" },
+        { "id": "opt-cycle", "component": "SelectItem", "value": "cycling", "label": "Cycling" },
+        { "id": "opt-yoga", "component": "SelectItem", "value": "yoga", "label": "Yoga" },
+        { "id": "opt-swim", "component": "SelectItem", "value": "swimming", "label": "Swimming" },
+        {
+          "id": "field-duration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "input-duration",
+          "hint": "Enter total workout time"
+        },
+        {
+          "id": "input-duration",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "field-notes",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "input-notes"
+        },
+        {
+          "id": "input-notes",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "How did it feel?",
+          "rows": 3
+        },
+        {
+          "id": "log-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-save"]
+        },
+        {
+          "id": "btn-save",
+          "component": "Button",
+          "label": "Save Workout",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers all four requirements:
+
+1. **Step count vs. goal** — a labeled progress bar showing 7,642 of 10,000 steps with a motivating detail line.
+2. **Calories burned** — a highlighted 486 kcal figure with an "On track" status tag.
+3. **Weekly workouts** — a bar chart of workout minutes across the past seven days, making rest days and peak days easy to spot.
+4. **Log a new workout** — a form with activity type, duration, notes, and a save button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..b1bcf5c26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,263 @@
+Here's a fitness daily summary screen covering all four items — step progress, calories burned, weekly workout trends, and a workout logging form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#22C55E", "agentDisplayName": "FitTrack" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topMetrics", "weeklySection", "logSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Summary",
+          "subtitle": "Keep up the great work!"
+        },
+        {
+          "id": "topMetrics",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["stepsCard", "caloriesCard"]
+        },
+        {
+          "id": "stepsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["stepsHeading", "stepsValue", "stepsProgress", "stepsGoalNote"]
+        },
+        {
+          "id": "stepsHeading",
+          "component": "TextContent",
+          "text": "👟 Steps Today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "stepsValue",
+          "component": "Heading",
+          "text": "7,842 / 10,000",
+          "level": "h2"
+        },
+        {
+          "id": "stepsProgress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of daily goal"
+        },
+        {
+          "id": "stepsGoalNote",
+          "component": "TextContent",
+          "text": "2,158 steps to reach your goal",
+          "size": "small"
+        },
+        {
+          "id": "caloriesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["caloriesHeading", "caloriesValue", "caloriesBreakdown"]
+        },
+        {
+          "id": "caloriesHeading",
+          "component": "TextContent",
+          "text": "🔥 Calories Burned",
+          "size": "small-heavy"
+        },
+        {
+          "id": "caloriesValue",
+          "component": "Heading",
+          "text": "486 kcal",
+          "level": "h2"
+        },
+        {
+          "id": "caloriesBreakdown",
+          "component": "TextContent",
+          "text": "Active: **320 kcal** · Resting: **166 kcal**",
+          "size": "small"
+        },
+        {
+          "id": "weeklySection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["weeklyHeading", "weeklyChart", "weeklyStats"]
+        },
+        {
+          "id": "weeklyHeading",
+          "component": "TextContent",
+          "text": "This Week's Workouts",
+          "size": "large-heavy"
+        },
+        {
+          "id": "weeklyChart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["workoutMinutesSeries", "caloriesSeries"],
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Value"
+        },
+        {
+          "id": "workoutMinutesSeries",
+          "component": "Series",
+          "category": "Workout Minutes",
+          "values": [45, 0, 60, 30, 50, 75, 20]
+        },
+        {
+          "id": "caloriesSeries",
+          "component": "Series",
+          "category": "Calories Burned",
+          "values": [380, 120, 520, 260, 410, 610, 486]
+        },
+        {
+          "id": "weeklyStats",
+          "component": "TagBlock",
+          "tags": ["6 active days", "280 total minutes", "5 workouts logged", "Best day: Saturday"]
+        },
+        {
+          "id": "logSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["logHeading", "logForm"]
+        },
+        {
+          "id": "logHeading",
+          "component": "TextContent",
+          "text": "Log a New Workout",
+          "size": "large-heavy"
+        },
+        {
+          "id": "logForm",
+          "component": "Form",
+          "name": "logWorkout",
+          "fields": ["fcType", "fcDuration", "fcCalories", "fcDate", "fcNotes"],
+          "buttons": "formButtons"
+        },
+        {
+          "id": "fcType",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "typeSelect"
+        },
+        {
+          "id": "typeSelect",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Select a workout",
+          "items": ["optRun", "optCycle", "optStrength", "optYoga", "optSwim", "optWalk"]
+        },
+        { "id": "optRun", "component": "SelectItem", "value": "running", "label": "Running" },
+        { "id": "optCycle", "component": "SelectItem", "value": "cycling", "label": "Cycling" },
+        { "id": "optStrength", "component": "SelectItem", "value": "strength", "label": "Strength Training" },
+        { "id": "optYoga", "component": "SelectItem", "value": "yoga", "label": "Yoga" },
+        { "id": "optSwim", "component": "SelectItem", "value": "swimming", "label": "Swimming" },
+        { "id": "optWalk", "component": "SelectItem", "value": "walking", "label": "Walking" },
+        {
+          "id": "fcDuration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "durationInput"
+        },
+        {
+          "id": "durationInput",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "fcCalories",
+          "component": "FormControl",
+          "label": "Calories Burned",
+          "hint": "Optional — leave blank to auto-estimate",
+          "input": "caloriesInput"
+        },
+        {
+          "id": "caloriesInput",
+          "component": "Input",
+          "name": "calories",
+          "type": "number",
+          "placeholder": "e.g. 300"
+        },
+        {
+          "id": "fcDate",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "datePicker"
+        },
+        {
+          "id": "datePicker",
+          "component": "DatePicker",
+          "name": "workoutDate",
+          "mode": "single"
+        },
+        {
+          "id": "fcNotes",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "notesArea"
+        },
+        {
+          "id": "notesArea",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 3,
+          "placeholder": "How did it feel? Any personal records?"
+        },
+        {
+          "id": "formButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["saveBtn", "cancelBtn"]
+        },
+        {
+          "id": "saveBtn",
+          "component": "Button",
+          "label": "Log Workout",
+          "variant": "primary",
+          "action": ["submitWorkout"]
+        },
+        {
+          "id": "cancelBtn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers all four requirements:
+
+1. **Step count vs. goal** — the steps card shows `7,842 / 10,000` with a progress bar and remaining-steps note.
+2. **Calories burned** — a dedicated card with total kcal and active/resting breakdown.
+3. **Weekly workouts** — a grouped bar chart of workout minutes and calories across the last 7 days, plus summary tags.
+4. **Log a new workout** — a form with type, duration, calories, date, and notes, with save/clear actions.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..bad280a45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,196 @@
+Here's your fitness daily summary screen covering all four items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-summary",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "steps-card", "calories-card", "week-card", "log-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Summary",
+          "subtitle": "Your activity at a glance"
+        },
+        {
+          "id": "steps-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["steps-heading", "steps-value", "steps-progress"]
+        },
+        {
+          "id": "steps-heading",
+          "component": "Heading",
+          "text": "Steps Today",
+          "level": "h3"
+        },
+        {
+          "id": "steps-value",
+          "component": "TextContent",
+          "text": "**7,842** / 10,000 steps",
+          "size": "large"
+        },
+        {
+          "id": "steps-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of daily goal"
+        },
+        {
+          "id": "calories-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["cal-heading", "cal-value", "cal-tags"]
+        },
+        {
+          "id": "cal-heading",
+          "component": "Heading",
+          "text": "Calories Burned",
+          "level": "h3"
+        },
+        {
+          "id": "cal-value",
+          "component": "TextContent",
+          "text": "**486 kcal** burned today",
+          "size": "large-heavy"
+        },
+        {
+          "id": "cal-tags",
+          "component": "TagBlock",
+          "tags": ["Active: 320 kcal", "Resting: 166 kcal"]
+        },
+        {
+          "id": "week-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["week-heading", "week-chart"]
+        },
+        {
+          "id": "week-heading",
+          "component": "Heading",
+          "text": "This Week's Workouts",
+          "level": "h3"
+        },
+        {
+          "id": "week-chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["week-series"],
+          "xLabel": "Day",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "week-series",
+          "component": "Series",
+          "category": "Workout Minutes",
+          "values": [45, 30, 0, 60, 25, 90, 50]
+        },
+        {
+          "id": "log-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["log-form"]
+        },
+        {
+          "id": "log-form",
+          "component": "Form",
+          "name": "logWorkout",
+          "fields": ["fc-type", "fc-duration", "fc-intensity"],
+          "buttons": "log-buttons"
+        },
+        {
+          "id": "fc-type",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "input-type"
+        },
+        {
+          "id": "input-type",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Choose an activity",
+          "items": ["opt-run", "opt-cycle", "opt-strength", "opt-yoga", "opt-swim"]
+        },
+        { "id": "opt-run", "component": "SelectItem", "value": "running", "label": "Running" },
+        { "id": "opt-cycle", "component": "SelectItem", "value": "cycling", "label": "Cycling" },
+        { "id": "opt-strength", "component": "SelectItem", "value": "strength", "label": "Strength Training" },
+        { "id": "opt-yoga", "component": "SelectItem", "value": "yoga", "label": "Yoga" },
+        { "id": "opt-swim", "component": "SelectItem", "value": "swimming", "label": "Swimming" },
+        {
+          "id": "fc-duration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "input-duration",
+          "hint": "Enter total workout time"
+        },
+        {
+          "id": "input-duration",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "fc-intensity",
+          "component": "FormControl",
+          "label": "Intensity",
+          "input": "input-intensity"
+        },
+        {
+          "id": "input-intensity",
+          "component": "Slider",
+          "name": "intensity",
+          "variant": "discrete",
+          "min": 1,
+          "max": 5,
+          "step": 1,
+          "defaultValue": [3],
+          "label": "1 = Easy, 5 = Max effort"
+        },
+        {
+          "id": "log-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-log"]
+        },
+        {
+          "id": "btn-log",
+          "component": "Button",
+          "label": "Log Workout",
+          "variant": "primary",
+          "action": ["submitWorkout"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers all four requirements:
+
+1. **Steps today vs. goal** — the "Steps Today" card shows 7,842 / 10,000 with a progress bar at 78%.
+2. **Calories burned** — a dedicated card highlighting 486 kcal with an active/resting breakdown.
+3. **Weekly workouts** — a bar chart plotting workout minutes across the past 7 days.
+4. **Log a new workout** — a form with activity type, duration, intensity, and a submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..85622ba48
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,235 @@
+Here's a daily fitness summary screen covering all four items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topRow", "weekCard", "logCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Today's Summary",
+          "subtitle": "Keep up the great work!"
+        },
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["stepsCard", "caloriesCard"]
+        },
+        {
+          "id": "stepsCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["stepsHeading", "stepsValue", "stepsProgress", "stepsGoalText"]
+        },
+        {
+          "id": "stepsHeading",
+          "component": "Heading",
+          "text": "Steps",
+          "level": "h4"
+        },
+        {
+          "id": "stepsValue",
+          "component": "TextContent",
+          "text": "**7,842** steps",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stepsProgress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of daily goal"
+        },
+        {
+          "id": "stepsGoalText",
+          "component": "TextContent",
+          "text": "Goal: 10,000 steps · 2,158 to go",
+          "size": "small"
+        },
+        {
+          "id": "caloriesCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["calHeading", "calValue", "calSub"]
+        },
+        {
+          "id": "calHeading",
+          "component": "Heading",
+          "text": "Calories Burned",
+          "level": "h4"
+        },
+        {
+          "id": "calValue",
+          "component": "TextContent",
+          "text": "**512** kcal",
+          "size": "large-heavy"
+        },
+        {
+          "id": "calSub",
+          "component": "TextContent",
+          "text": "Active: 340 kcal · Resting: 172 kcal",
+          "size": "small"
+        },
+        {
+          "id": "weekCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["weekHeading", "weekChart"]
+        },
+        {
+          "id": "weekHeading",
+          "component": "Heading",
+          "text": "This Week's Workouts",
+          "level": "h4"
+        },
+        {
+          "id": "weekChart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["weekMinutes"],
+          "xLabel": "Day",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "weekMinutes",
+          "component": "Series",
+          "category": "Workout Minutes",
+          "values": [45, 30, 0, 60, 25, 50, 40]
+        },
+        {
+          "id": "logCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["logHeading", "logForm"]
+        },
+        {
+          "id": "logHeading",
+          "component": "Heading",
+          "text": "Log a New Workout",
+          "level": "h4"
+        },
+        {
+          "id": "logForm",
+          "component": "Form",
+          "name": "logWorkout",
+          "buttons": "logButtons",
+          "fields": ["fcType", "fcDuration", "fcCalories", "fcNotes"]
+        },
+        {
+          "id": "fcType",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "inType"
+        },
+        {
+          "id": "inType",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Select a type",
+          "items": ["optRun", "optCycle", "optStrength", "optYoga", "optSwim"]
+        },
+        { "id": "optRun", "component": "SelectItem", "value": "running", "label": "Running" },
+        { "id": "optCycle", "component": "SelectItem", "value": "cycling", "label": "Cycling" },
+        { "id": "optStrength", "component": "SelectItem", "value": "strength", "label": "Strength Training" },
+        { "id": "optYoga", "component": "SelectItem", "value": "yoga", "label": "Yoga" },
+        { "id": "optSwim", "component": "SelectItem", "value": "swimming", "label": "Swimming" },
+        {
+          "id": "fcDuration",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "inDuration"
+        },
+        {
+          "id": "inDuration",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "fcCalories",
+          "component": "FormControl",
+          "label": "Calories Burned",
+          "input": "inCalories",
+          "hint": "Optional"
+        },
+        {
+          "id": "inCalories",
+          "component": "Input",
+          "name": "calories",
+          "type": "number",
+          "placeholder": "e.g. 320"
+        },
+        {
+          "id": "fcNotes",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "inNotes",
+          "hint": "Optional"
+        },
+        {
+          "id": "inNotes",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 3,
+          "placeholder": "How did it feel?"
+        },
+        {
+          "id": "logButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btnSave", "btnReset"]
+        },
+        {
+          "id": "btnSave",
+          "component": "Button",
+          "label": "Save Workout",
+          "variant": "primary"
+        },
+        {
+          "id": "btnReset",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers all four requirements:
+
+1. **Step count vs. goal** — the Steps card shows today's count (7,842) with a progress bar tracking 78% toward the 10,000-step goal and the remaining amount.
+2. **Calories burned** — a dedicated card showing 512 kcal split into active and resting.
+3. **Weekly workouts** — a bar chart of workout minutes across the last seven days.
+4. **Log a new workout** — a form to capture workout type, duration, calories, and notes with save/clear actions.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..67cd9dbc1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r1.txt
@@ -0,0 +1,228 @@
+Here's a job posting page for the design role covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "role-tags",
+            "description-section",
+            "qualifications-section",
+            "salary-section",
+            "apply-form",
+            "share-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design & User Experience Team"
+        },
+        {
+          "id": "role-tags",
+          "component": "TagBlock",
+          "tags": ["Full-time", "Remote / Hybrid", "Design", "Senior Level"]
+        },
+        {
+          "id": "description-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["desc-heading", "desc-text"]
+        },
+        {
+          "id": "desc-heading",
+          "component": "Heading",
+          "text": "About the Role",
+          "level": "h3"
+        },
+        {
+          "id": "desc-text",
+          "component": "TextContent",
+          "text": "We're looking for a Senior Product Designer to shape end-to-end experiences across our web and mobile products. You'll partner closely with product managers and engineers to turn complex problems into elegant, intuitive interfaces, own design from concept through delivery, and help evolve our design system.",
+          "size": "default"
+        },
+        {
+          "id": "qualifications-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["qual-heading", "qual-list"]
+        },
+        {
+          "id": "qual-heading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "qual-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["qual-1", "qual-2", "qual-3", "qual-4"]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Proven track record shipping polished digital products."
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Strong portfolio",
+          "subtitle": "Demonstrating interaction, visual, and systems-level thinking."
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "Fluency in Figma & design systems",
+          "subtitle": "Comfortable building and maintaining reusable components."
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "Excellent collaboration & communication",
+          "subtitle": "Able to align cross-functional teams around a shared vision."
+        },
+        {
+          "id": "salary-section",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Salary Range: $130,000 – $170,000 / year",
+          "description": "Base compensation plus equity and comprehensive benefits, depending on experience and location."
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "applicationForm",
+          "buttons": "apply-buttons",
+          "fields": ["field-name", "field-email", "field-resume"]
+        },
+        {
+          "id": "field-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "applicantName",
+          "placeholder": "Jane Doe",
+          "type": "text"
+        },
+        {
+          "id": "field-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "applicantEmail",
+          "placeholder": "jane@example.com",
+          "type": "email"
+        },
+        {
+          "id": "field-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "input-resume",
+          "hint": "Paste a link to your resume, portfolio, or personal site."
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "placeholder": "https://portfolio.example.com",
+          "type": "url"
+        },
+        {
+          "id": "apply-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submit-btn"]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "action": ["submitApplication"]
+        },
+        {
+          "id": "share-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["share-heading", "share-buttons"]
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share This Posting",
+          "level": "h4"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["share-link", "share-email", "share-social"]
+        },
+        {
+          "id": "share-link",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "action": ["copyLink"]
+        },
+        {
+          "id": "share-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "secondary",
+          "action": ["shareEmail"]
+        },
+        {
+          "id": "share-social",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "action": ["shareLinkedIn"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Role title and team** — shown in the header ("Senior Product Designer" / "Design & User Experience Team") with quick tags.
+2. **Short role description** — the "About the Role" section.
+3. **Main qualifications** — a numbered list of the four key requirements.
+4. **Salary range** — highlighted in a success callout ($130k–$170k plus benefits).
+5. **Apply flow** — a form with name, email, and resume/portfolio link fields plus a submit button.
+6. **Share options** — copy link, email, and LinkedIn buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..022dd7d90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r2.txt
@@ -0,0 +1,248 @@
+Here's a job posting page for the design role covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "meta-tags", "sep1", "desc-section", "qual-section", "salary-section", "sep2", "apply-form", "share-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design & Experience Team"
+        },
+        {
+          "id": "meta-tags",
+          "component": "TagBlock",
+          "tags": ["Full-time", "Remote / Hybrid", "Design", "Senior"]
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "desc-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["desc-heading", "desc-text"]
+        },
+        {
+          "id": "desc-heading",
+          "component": "Heading",
+          "text": "About the Role",
+          "level": "h3"
+        },
+        {
+          "id": "desc-text",
+          "component": "TextContent",
+          "text": "As a Senior Product Designer, you'll own the end-to-end design of core product experiences—from early discovery and wireframing through polished, production-ready interfaces. You'll collaborate closely with product managers, engineers, and researchers to shape intuitive, delightful, and accessible products used by millions.",
+          "size": "default"
+        },
+        {
+          "id": "qual-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["qual-heading", "qual-list"]
+        },
+        {
+          "id": "qual-heading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "qual-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["q1", "q2", "q3", "q4", "q5"]
+        },
+        {
+          "id": "q1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Shipping consumer or SaaS products in a fast-paced environment."
+        },
+        {
+          "id": "q2",
+          "component": "ListItem",
+          "title": "Strong portfolio",
+          "subtitle": "Demonstrating end-to-end design process and interaction craft."
+        },
+        {
+          "id": "q3",
+          "component": "ListItem",
+          "title": "Expertise in Figma & design systems",
+          "subtitle": "Building and scaling reusable component libraries."
+        },
+        {
+          "id": "q4",
+          "component": "ListItem",
+          "title": "User-centered mindset",
+          "subtitle": "Comfortable running research and translating insights into design."
+        },
+        {
+          "id": "q5",
+          "component": "ListItem",
+          "title": "Excellent communication",
+          "subtitle": "Able to articulate design decisions to cross-functional partners."
+        },
+        {
+          "id": "salary-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["salary-label", "salary-value"]
+        },
+        {
+          "id": "salary-label",
+          "component": "TextContent",
+          "text": "Salary Range",
+          "size": "small-heavy"
+        },
+        {
+          "id": "salary-value",
+          "component": "Heading",
+          "text": "$140,000 – $180,000 / year",
+          "level": "h3"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "applyForm",
+          "buttons": "apply-buttons",
+          "fields": ["fc-name", "fc-email", "fc-resume"]
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com"
+        },
+        {
+          "id": "fc-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "input-resume",
+          "hint": "Paste a link to your resume, portfolio, or LinkedIn."
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://..."
+        },
+        {
+          "id": "apply-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-apply"]
+        },
+        {
+          "id": "btn-apply",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "share-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["share-heading", "share-buttons"]
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share This Posting",
+          "level": "h4"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["share-copy", "share-linkedin", "share-email"]
+        },
+        {
+          "id": "share-copy",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "share-linkedin",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "share-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "secondary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all six items:
+1. **Role title & team** — shown in the header ("Senior Product Designer" / "Design & Experience Team") with quick meta tags.
+2. **Role description** — the "About the Role" section.
+3. **Main qualifications** — a numbered list under "What We're Looking For."
+4. **Salary range** — highlighted in its own recessed card.
+5. **Apply flow** — a form with name, email, and a resume/portfolio link field plus a submit button.
+6. **Share options** — copy link, LinkedIn, and email share buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..8f8846713
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r3.txt
@@ -0,0 +1,260 @@
+Here's a job posting page for the design role covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "meta-tags",
+            "desc-section",
+            "quals-section",
+            "salary-section",
+            "sep-1",
+            "apply-section",
+            "share-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design & User Experience Team"
+        },
+        {
+          "id": "meta-tags",
+          "component": "TagBlock",
+          "tags": ["Full-time", "Remote / Hybrid", "Design"]
+        },
+        {
+          "id": "desc-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["desc-heading", "desc-text"]
+        },
+        {
+          "id": "desc-heading",
+          "component": "Heading",
+          "text": "About the Role",
+          "level": "h3"
+        },
+        {
+          "id": "desc-text",
+          "component": "TextContent",
+          "text": "As a Senior Product Designer, you'll own the end-to-end design of key product experiences — from early research and concepting through to polished, shipped interfaces. You'll partner closely with product managers and engineers to turn complex problems into intuitive, elegant solutions that delight our users.",
+          "size": "default"
+        },
+        {
+          "id": "quals-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["quals-heading", "quals-list"]
+        },
+        {
+          "id": "quals-heading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "quals-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["q1", "q2", "q3", "q4"]
+        },
+        {
+          "id": "q1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Shipping consumer or SaaS products end-to-end."
+        },
+        {
+          "id": "q2",
+          "component": "ListItem",
+          "title": "Strong portfolio",
+          "subtitle": "Demonstrating interaction design, visual craft and systems thinking."
+        },
+        {
+          "id": "q3",
+          "component": "ListItem",
+          "title": "Fluency in modern design tools",
+          "subtitle": "Figma, prototyping tools, and familiarity with design systems."
+        },
+        {
+          "id": "q4",
+          "component": "ListItem",
+          "title": "Collaborative mindset",
+          "subtitle": "Comfortable working alongside PMs, engineers, and researchers."
+        },
+        {
+          "id": "salary-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["salary-label", "salary-value", "salary-note"]
+        },
+        {
+          "id": "salary-label",
+          "component": "TextContent",
+          "text": "Salary Range",
+          "size": "small-heavy"
+        },
+        {
+          "id": "salary-value",
+          "component": "Heading",
+          "text": "$130,000 – $170,000 / year",
+          "level": "h2"
+        },
+        {
+          "id": "salary-note",
+          "component": "TextContent",
+          "text": "Plus equity and comprehensive benefits. Final offer depends on experience and location.",
+          "size": "small"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "apply-section",
+          "component": "Form",
+          "name": "applyForm",
+          "fields": ["fc-name", "fc-email", "fc-resume"],
+          "buttons": "apply-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "in-name"
+        },
+        {
+          "id": "in-name",
+          "component": "Input",
+          "name": "fullName",
+          "type": "text",
+          "placeholder": "Jane Doe",
+          "rules": ["required"]
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "in-email"
+        },
+        {
+          "id": "in-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com",
+          "rules": ["required"]
+        },
+        {
+          "id": "fc-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "in-resume",
+          "hint": "Paste a link to your resume, portfolio, or LinkedIn."
+        },
+        {
+          "id": "in-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://your-portfolio.com",
+          "rules": ["required"]
+        },
+        {
+          "id": "apply-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["submitApplication"]
+        },
+        {
+          "id": "share-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["share-heading", "share-buttons"]
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share This Posting",
+          "level": "h4"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-copy", "btn-linkedin", "btn-email"]
+        },
+        {
+          "id": "btn-copy",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["copyLink"]
+        },
+        {
+          "id": "btn-linkedin",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "tertiary",
+          "size": "small",
+          "action": ["shareLinkedIn"]
+        },
+        {
+          "id": "btn-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "tertiary",
+          "size": "small",
+          "action": ["shareEmail"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every numbered item:
+
+1. **Role title & team** — shown in the card header ("Senior Product Designer" / "Design & User Experience Team") with quick-fact tags.
+2. **Short role description** — the "About the Role" section.
+3. **Main qualifications** — a numbered "What We're Looking For" list.
+4. **Salary range** — a highlighted "$130,000 – $170,000 / year" block with a context note.
+5. **Way to apply** — a form with name, email, and resume/portfolio link fields plus a submit button.
+6. **Way to share** — copy link, LinkedIn, and email share buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..2a4bea98a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-job__r4.txt
@@ -0,0 +1,241 @@
+Here's a job posting page for the design role covering all six requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "role-desc-heading",
+            "role-desc",
+            "sep-1",
+            "quals-heading",
+            "quals-list",
+            "sep-2",
+            "salary-heading",
+            "salary-tag",
+            "sep-3",
+            "apply-heading",
+            "apply-form",
+            "share-heading",
+            "share-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design & Experience Team"
+        },
+        {
+          "id": "role-desc-heading",
+          "component": "Heading",
+          "text": "About the Role",
+          "level": "h3"
+        },
+        {
+          "id": "role-desc",
+          "component": "TextContent",
+          "text": "We're looking for a Senior Product Designer to shape end-to-end experiences across our core products. You'll partner closely with product managers, engineers, and researchers to turn complex problems into elegant, intuitive interfaces. This is a high-impact role where your design decisions directly influence how millions of users interact with our platform.",
+          "size": "default"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "quals-heading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "quals-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["qual-1", "qual-2", "qual-3", "qual-4", "qual-5"]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Shipping consumer or B2B products at scale."
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Strong portfolio of UX and UI work",
+          "subtitle": "Demonstrating end-to-end design thinking and craft."
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "Proficiency with modern design tools",
+          "subtitle": "Figma, prototyping, and design systems."
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "Solid grasp of interaction & visual design",
+          "subtitle": "Typography, layout, accessibility, and motion."
+        },
+        {
+          "id": "qual-5",
+          "component": "ListItem",
+          "title": "Excellent collaboration and communication",
+          "subtitle": "Comfortable working cross-functionally in fast-paced teams."
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "salary-heading",
+          "component": "Heading",
+          "text": "Salary Range",
+          "level": "h3"
+        },
+        {
+          "id": "salary-tag",
+          "component": "Tag",
+          "text": "$130,000 – $170,000 / year + equity",
+          "size": "lg",
+          "variant": "success"
+        },
+        {
+          "id": "sep-3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "apply-heading",
+          "component": "Heading",
+          "text": "Apply Now",
+          "level": "h3"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "application-form",
+          "buttons": "apply-buttons",
+          "fields": ["fc-name", "fc-email", "fc-resume"]
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name",
+          "hint": "Enter your legal full name."
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Jane Doe"
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email",
+          "hint": "We'll use this to reach out about your application."
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "jane@example.com"
+        },
+        {
+          "id": "fc-resume",
+          "component": "FormControl",
+          "label": "Resume Link",
+          "input": "input-resume",
+          "hint": "Paste a link to your resume or portfolio (PDF, Drive, etc.)."
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://..."
+        },
+        {
+          "id": "apply-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share This Posting",
+          "level": "h3"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-copy", "btn-email", "btn-linkedin"]
+        },
+        {
+          "id": "btn-copy",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "btn-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "btn-linkedin",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Role title and team** — shown in the card header ("Senior Product Designer" / "Design & Experience Team")
+2. **Short role description** — the "About the Role" section
+3. **Main qualifications** — a numbered list of five key qualifications
+4. **Salary range** — displayed as a prominent tag ($130k–$170k + equity)
+5. **Apply flow** — a form with Full Name, Email, and Resume Link fields plus a submit button
+6. **Share options** — Copy Link, Share via Email, and Share on LinkedIn buttons
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..6da21f065
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r1.txt
@@ -0,0 +1,200 @@
+Here's a monthly sales check dashboard covering all five items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-row",
+            "trend-card",
+            "top-products-card",
+            "download-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2024 — performance at a glance"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "justify": "between",
+          "children": ["revenue-card", "conversion-card"]
+        },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["revenue-label", "revenue-value", "revenue-sub"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue this month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-value",
+          "component": "Heading",
+          "text": "$128,450",
+          "level": "h2"
+        },
+        {
+          "id": "revenue-sub",
+          "component": "Badge",
+          "text": "▲ 12.3% vs. May",
+          "variant": "default"
+        },
+        {
+          "id": "conversion-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["conversion-label", "conversion-value", "conversion-progress"]
+        },
+        {
+          "id": "conversion-label",
+          "component": "TextContent",
+          "text": "Conversion rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "conversion-value",
+          "component": "Heading",
+          "text": "3.8%",
+          "level": "h2"
+        },
+        {
+          "id": "conversion-progress",
+          "component": "Progress",
+          "value": 3.8,
+          "label": "Visitors who purchased"
+        },
+        {
+          "id": "trend-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trend-title", "trend-chart"]
+        },
+        {
+          "id": "trend-title",
+          "component": "TextContent",
+          "text": "Revenue — last 6 months",
+          "size": "large-heavy"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "series": ["trend-series"]
+        },
+        {
+          "id": "trend-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [86200, 94800, 91500, 108300, 114400, 128450]
+        },
+        {
+          "id": "top-products-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["top-title", "top-table"]
+        },
+        {
+          "id": "top-title",
+          "component": "TextContent",
+          "text": "Top 3 best-selling products",
+          "size": "large-heavy"
+        },
+        {
+          "id": "top-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-product", "col-units"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "type": "string",
+          "data": ["1", "2", "3"]
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product",
+          "type": "string",
+          "data": ["Aurora Wireless Earbuds", "Nomad Travel Backpack", "Pulse Smart Water Bottle"]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units sold",
+          "type": "number",
+          "data": [1842, 1360, 977]
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["download-csv", "download-pdf"]
+        },
+        {
+          "id": "download-csv",
+          "component": "Button",
+          "label": "Download CSV",
+          "variant": "primary",
+          "action": ["download_sales_csv"]
+        },
+        {
+          "id": "download-pdf",
+          "component": "Button",
+          "label": "Download PDF report",
+          "variant": "secondary",
+          "action": ["download_sales_pdf"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Revenue this month** — the large `$128,450` KPI with a month-over-month change badge.
+2. **Six-month movement** — a line chart tracing revenue from January through June.
+3. **Top 3 products with units** — a table listing each product and its units sold.
+4. **Conversion percentage** — the `3.8%` KPI with a progress indicator.
+5. **Download the numbers** — CSV and PDF export buttons at the bottom.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..50025b8c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r2.txt
@@ -0,0 +1,210 @@
+Here's your monthly sales dashboard covering all five items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "trend-section", "products-section", "download-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2024 performance snapshot"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["kpi-revenue", "kpi-conversion"]
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value", "kpi-revenue-tag"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "text": "$128,400",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-revenue-tag",
+          "component": "Tag",
+          "text": "+14% vs. May",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-conversion",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-conv-label", "kpi-conv-value", "kpi-conv-progress"]
+        },
+        {
+          "id": "kpi-conv-label",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-conv-value",
+          "component": "Heading",
+          "text": "3.8%",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-conv-progress",
+          "component": "Progress",
+          "value": 38,
+          "label": "3.8% of visitors converted"
+        },
+        {
+          "id": "trend-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trend-heading", "trend-chart"]
+        },
+        {
+          "id": "trend-heading",
+          "component": "Heading",
+          "text": "Revenue — Last 6 Months",
+          "level": "h3"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "series": ["trend-series"]
+        },
+        {
+          "id": "trend-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [82000, 91500, 88000, 104000, 112600, 128400]
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["products-heading", "products-table"]
+        },
+        {
+          "id": "products-heading",
+          "component": "Heading",
+          "text": "Top 3 Best-Selling Products",
+          "level": "h3"
+        },
+        {
+          "id": "products-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-product", "col-units"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": ["1", "2", "3"]
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product",
+          "type": "string",
+          "data": ["Aura Wireless Earbuds", "Nimbus Smart Bottle", "Flux Charging Pad"]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [1420, 986, 742]
+        },
+        {
+          "id": "download-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["download-text", "download-buttons"]
+        },
+        {
+          "id": "download-text",
+          "component": "TextContent",
+          "text": "Export this month's numbers for your records.",
+          "size": "default"
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-csv", "btn-pdf"]
+        },
+        {
+          "id": "btn-csv",
+          "component": "Button",
+          "label": "Download CSV",
+          "variant": "primary",
+          "action": ["download_report_csv"]
+        },
+        {
+          "id": "btn-pdf",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "action": ["download_report_pdf"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Every numbered item is covered:
+
+1. **Revenue this month** — $128,400 KPI card with a +14% growth tag.
+2. **Six-month movement** — a natural line chart trending Jan → Jun.
+3. **Top three products** — a table with rank, product name, and units sold (1,420 / 986 / 742).
+4. **Conversion percentage** — 3.8% KPI card with a progress bar.
+5. **Download the numbers** — CSV and PDF export buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..9e6ea7396
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r3.txt
@@ -0,0 +1,210 @@
+Here's your monthly sales dashboard covering all five items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-row",
+            "trend-section",
+            "products-section",
+            "download-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "Founder overview — June 2024"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": ["kpi-revenue", "kpi-conversion"]
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "text": "$248,500",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-conversion",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-conv-label", "kpi-conv-value", "kpi-conv-progress"]
+        },
+        {
+          "id": "kpi-conv-label",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-conv-value",
+          "component": "Heading",
+          "text": "3.8%",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-conv-progress",
+          "component": "Progress",
+          "value": 3.8,
+          "label": "of visitors converted"
+        },
+        {
+          "id": "trend-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trend-title", "trend-chart"]
+        },
+        {
+          "id": "trend-title",
+          "component": "Heading",
+          "text": "Revenue — Last 6 Months",
+          "level": "h3"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "series": ["trend-series"]
+        },
+        {
+          "id": "trend-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [182000, 195000, 188000, 210000, 231000, 248500]
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["products-title", "products-table"]
+        },
+        {
+          "id": "products-title",
+          "component": "Heading",
+          "text": "Top 3 Best-Selling Products",
+          "level": "h3"
+        },
+        {
+          "id": "products-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-product", "col-units"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": ["#1", "#2", "#3"]
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product",
+          "type": "string",
+          "data": ["Pro Plan (Annual)", "Starter Kit", "Add-on Bundle"]
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [1420, 980, 745]
+        },
+        {
+          "id": "download-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["download-text", "download-buttons"]
+        },
+        {
+          "id": "download-text",
+          "component": "TextContent",
+          "text": "Export this month's figures for your records.",
+          "size": "small"
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-csv", "btn-pdf"]
+        },
+        {
+          "id": "btn-csv",
+          "component": "Button",
+          "label": "Download CSV",
+          "variant": "primary",
+          "action": ["download_report_csv"]
+        },
+        {
+          "id": "btn-pdf",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "action": ["download_report_pdf"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all five requirements:
+
+1. **Revenue this month** — the large `$248,500` KPI card.
+2. **Six-month movement** — the natural line chart from Jan to Jun.
+3. **Top 3 products with units** — the ranked table (Pro Plan, Starter Kit, Add-on Bundle).
+4. **Conversion percentage** — the `3.8%` KPI with a progress indicator.
+5. **Download the numbers** — CSV and PDF export buttons at the bottom.
+
+Swap in your real figures and the layout will update automatically.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..43f44979b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-sales__r4.txt
@@ -0,0 +1,188 @@
+Here's a monthly sales dashboard covering all five items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "sales-check",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpiRow", "trendCard", "productsCard", "downloadRow"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2024 · Founder overview"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["revenueCard", "conversionCard"]
+        },
+        {
+          "id": "revenueCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["revenueLabel", "revenueValue", "revenueDelta"]
+        },
+        {
+          "id": "revenueLabel",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenueValue",
+          "component": "Heading",
+          "text": "$128,450",
+          "level": "h1"
+        },
+        {
+          "id": "revenueDelta",
+          "component": "Tag",
+          "text": "+12.4% vs. last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "conversionCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["conversionLabel", "conversionValue", "conversionProgress"]
+        },
+        {
+          "id": "conversionLabel",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "conversionValue",
+          "component": "Heading",
+          "text": "3.8%",
+          "level": "h1"
+        },
+        {
+          "id": "conversionProgress",
+          "component": "Progress",
+          "value": 3.8,
+          "label": "Visitors → Buyers"
+        },
+        {
+          "id": "trendCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trendTitle", "revenueChart"]
+        },
+        {
+          "id": "trendTitle",
+          "component": "Heading",
+          "text": "Revenue — Last 6 Months",
+          "level": "h3"
+        },
+        {
+          "id": "revenueChart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["revenueSeries"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "revenueSeries",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [92000, 98500, 105200, 101800, 114300, 128450]
+        },
+        {
+          "id": "productsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["productsTitle", "productsTable"]
+        },
+        {
+          "id": "productsTitle",
+          "component": "Heading",
+          "text": "Top 3 Best-Selling Products",
+          "level": "h3"
+        },
+        {
+          "id": "productsTable",
+          "component": "Table",
+          "columns": ["rankCol", "productCol", "unitsCol"]
+        },
+        {
+          "id": "rankCol",
+          "component": "Col",
+          "label": "Rank",
+          "type": "string",
+          "data": ["1", "2", "3"]
+        },
+        {
+          "id": "productCol",
+          "component": "Col",
+          "label": "Product",
+          "type": "string",
+          "data": ["Aurora Pro Plan", "Starter Kit Bundle", "Cloud Add-On"]
+        },
+        {
+          "id": "unitsCol",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [1240, 980, 745]
+        },
+        {
+          "id": "downloadRow",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["downloadBtn"]
+        },
+        {
+          "id": "downloadBtn",
+          "component": "Button",
+          "label": "Download Numbers (CSV)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["download_sales_report"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers each numbered requirement:
+
+1. **Revenue this month** — the large `$128,450` KPI card with a month-over-month delta tag.
+2. **Six-month movement** — a natural line chart plotting Jan through Jun.
+3. **Top three products** — a table listing each product with its units sold.
+4. **Conversion percentage** — a dedicated `3.8%` KPI card with a progress indicator.
+5. **Download the numbers** — a primary "Download Numbers (CSV)" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..39f03c89e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r1.txt
@@ -0,0 +1,387 @@
+Here's an async standup screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "standup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "missingCallout", "blockedCallout", "teamHeader", "updatesList", "postSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Async Standup",
+          "subtitle": "Monday, June 9, 2025"
+        },
+        {
+          "id": "missingCallout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "2 updates still missing",
+          "description": "Waiting on Priya and Marcus to post their updates for today."
+        },
+        {
+          "id": "blockedCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "1 teammate blocked",
+          "description": "Aisha is blocked and needs help — see her update below."
+        },
+        {
+          "id": "teamHeader",
+          "component": "Heading",
+          "text": "Today's Updates",
+          "level": "h3"
+        },
+        {
+          "id": "updatesList",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["update_aisha", "update_leo", "update_sofia", "update_priya", "update_marcus"]
+        },
+        {
+          "id": "update_aisha",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["aisha_head", "aisha_text", "aisha_tags"]
+        },
+        {
+          "id": "aisha_head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["aisha_name_row", "aisha_badge"]
+        },
+        {
+          "id": "aisha_name_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["aisha_avatar", "aisha_name"]
+        },
+        {
+          "id": "aisha_avatar",
+          "component": "Avatar",
+          "fallback": "AK",
+          "alt": "Aisha Khan"
+        },
+        {
+          "id": "aisha_name",
+          "component": "TextContent",
+          "text": "Aisha Khan",
+          "size": "default"
+        },
+        {
+          "id": "aisha_badge",
+          "component": "Badge",
+          "text": "Blocked",
+          "variant": "destructive"
+        },
+        {
+          "id": "aisha_text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Wired up the payments API client.\n\n**Today:** Trying to finish the webhook handler.\n\n**Blocker:** Missing staging credentials for the payment provider — can't test end-to-end. Need @Leo to provision access."
+        },
+        {
+          "id": "aisha_tags",
+          "component": "TagBlock",
+          "tags": ["payments", "needs-help"]
+        },
+        {
+          "id": "update_leo",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["leo_head", "leo_text", "leo_tags"]
+        },
+        {
+          "id": "leo_head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["leo_name_row", "leo_badge"]
+        },
+        {
+          "id": "leo_name_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["leo_avatar", "leo_name"]
+        },
+        {
+          "id": "leo_avatar",
+          "component": "Avatar",
+          "fallback": "LM",
+          "alt": "Leo Martins"
+        },
+        {
+          "id": "leo_name",
+          "component": "TextContent",
+          "text": "Leo Martins",
+          "size": "default"
+        },
+        {
+          "id": "leo_badge",
+          "component": "Badge",
+          "text": "On track",
+          "variant": "secondary"
+        },
+        {
+          "id": "leo_text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Reviewed 4 PRs and shipped the infra upgrade.\n\n**Today:** Provisioning staging credentials (unblocks Aisha), then onboarding docs.\n\n**Blocker:** None."
+        },
+        {
+          "id": "leo_tags",
+          "component": "TagBlock",
+          "tags": ["infra", "reviews"]
+        },
+        {
+          "id": "update_sofia",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["sofia_head", "sofia_text", "sofia_tags"]
+        },
+        {
+          "id": "sofia_head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["sofia_name_row", "sofia_badge"]
+        },
+        {
+          "id": "sofia_name_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["sofia_avatar", "sofia_name"]
+        },
+        {
+          "id": "sofia_avatar",
+          "component": "Avatar",
+          "fallback": "SR",
+          "alt": "Sofia Reyes"
+        },
+        {
+          "id": "sofia_name",
+          "component": "TextContent",
+          "text": "Sofia Reyes",
+          "size": "default"
+        },
+        {
+          "id": "sofia_badge",
+          "component": "Badge",
+          "text": "On track",
+          "variant": "secondary"
+        },
+        {
+          "id": "sofia_text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Finished the dashboard redesign mockups.\n\n**Today:** Implementing the new chart components in the frontend.\n\n**Blocker:** None."
+        },
+        {
+          "id": "sofia_tags",
+          "component": "TagBlock",
+          "tags": ["frontend", "design"]
+        },
+        {
+          "id": "update_priya",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["priya_name_row", "priya_badge"]
+        },
+        {
+          "id": "priya_name_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["priya_avatar", "priya_name"]
+        },
+        {
+          "id": "priya_avatar",
+          "component": "Avatar",
+          "fallback": "PN",
+          "alt": "Priya Nair"
+        },
+        {
+          "id": "priya_name",
+          "component": "TextContent",
+          "text": "Priya Nair — _no update yet_",
+          "size": "default"
+        },
+        {
+          "id": "priya_badge",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "update_marcus",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["marcus_name_row", "marcus_badge"]
+        },
+        {
+          "id": "marcus_name_row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["marcus_avatar", "marcus_name"]
+        },
+        {
+          "id": "marcus_avatar",
+          "component": "Avatar",
+          "fallback": "MB",
+          "alt": "Marcus Bell"
+        },
+        {
+          "id": "marcus_name",
+          "component": "TextContent",
+          "text": "Marcus Bell — _no update yet_",
+          "size": "default"
+        },
+        {
+          "id": "marcus_badge",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "postSection",
+          "component": "Form",
+          "name": "postUpdate",
+          "fields": ["fc_yesterday", "fc_today", "fc_blocker", "fc_blocked_toggle"],
+          "buttons": "postButtons"
+        },
+        {
+          "id": "fc_yesterday",
+          "component": "FormControl",
+          "label": "What did you do yesterday?",
+          "input": "in_yesterday"
+        },
+        {
+          "id": "in_yesterday",
+          "component": "TextArea",
+          "name": "yesterday",
+          "placeholder": "Yesterday I...",
+          "rows": 2
+        },
+        {
+          "id": "fc_today",
+          "component": "FormControl",
+          "label": "What will you do today?",
+          "input": "in_today"
+        },
+        {
+          "id": "in_today",
+          "component": "TextArea",
+          "name": "today",
+          "placeholder": "Today I plan to...",
+          "rows": 2
+        },
+        {
+          "id": "fc_blocker",
+          "component": "FormControl",
+          "label": "Any blockers?",
+          "input": "in_blocker",
+          "hint": "Leave blank if you're not blocked."
+        },
+        {
+          "id": "in_blocker",
+          "component": "TextArea",
+          "name": "blocker",
+          "placeholder": "I'm blocked by...",
+          "rows": 2
+        },
+        {
+          "id": "fc_blocked_toggle",
+          "component": "FormControl",
+          "label": "Flag status",
+          "input": "sw_blocked"
+        },
+        {
+          "id": "sw_blocked",
+          "component": "SwitchGroup",
+          "name": "flags",
+          "items": ["sw_item_blocked"]
+        },
+        {
+          "id": "sw_item_blocked",
+          "component": "SwitchItem",
+          "name": "blocked",
+          "label": "I'm blocked",
+          "description": "Call myself out so the team can help."
+        },
+        {
+          "id": "postButtons",
+          "component": "Buttons",
+          "buttons": ["btn_post"]
+        },
+        {
+          "id": "btn_post",
+          "component": "Button",
+          "label": "Post my update",
+          "variant": "primary",
+          "action": ["submitStandupUpdate"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers each requirement:
+
+1. **Teammate statuses** — Aisha, Leo, and Sofia each have an avatar, name, and a yesterday/today/blocker update.
+2. **Blocked called out** — Aisha carries a red "Blocked" badge, a `needs-help` tag, and a warning callout at the top names her specifically.
+3. **Today's date** — shown in the header subtitle ("Monday, June 9, 2025").
+4. **Post your own update** — the form at the bottom with yesterday/today/blocker fields, an "I'm blocked" toggle, and a Post button.
+5. **Missing updates count** — the info callout up top reports "2 updates still missing," and Priya and Marcus appear as "Missing" rows.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..aa0f19c53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r2.txt
@@ -0,0 +1,372 @@
+Here's an async standup screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "standup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "date-tag",
+            "progress-card",
+            "blocked-alert",
+            "updates-header",
+            "updates-list",
+            "sep-1",
+            "post-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Async Standup",
+          "subtitle": "Team Orbit — Remote"
+        },
+        {
+          "id": "date-tag",
+          "component": "Tag",
+          "text": "Monday, June 9, 2025",
+          "icon": "calendar",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "progress-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["progress-bar", "missing-text"]
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 60,
+          "label": "3 of 5 updates posted"
+        },
+        {
+          "id": "missing-text",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "⚠️ 2 updates still missing — Priya and Marco haven't checked in yet."
+        },
+        {
+          "id": "blocked-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "1 teammate is blocked",
+          "description": "Sam is blocked on the payments API — waiting on staging credentials from DevOps."
+        },
+        {
+          "id": "updates-header",
+          "component": "Heading",
+          "text": "Today's Updates",
+          "level": "h3"
+        },
+        {
+          "id": "updates-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["u-ana", "u-sam", "u-jordan", "u-priya", "u-marco"]
+        },
+        {
+          "id": "u-ana",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-ana-head", "u-ana-body"]
+        },
+        {
+          "id": "u-ana-head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["u-ana-id", "u-ana-status"]
+        },
+        {
+          "id": "u-ana-id",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Ana Reyes"
+        },
+        {
+          "id": "u-ana-status",
+          "component": "Badge",
+          "text": "Posted",
+          "variant": "default"
+        },
+        {
+          "id": "u-ana-body",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Yesterday:** Shipped the new onboarding flow.\n**Today:** Reviewing PRs and writing docs.\n**Blockers:** None."
+        },
+        {
+          "id": "u-sam",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-sam-head", "u-sam-body"]
+        },
+        {
+          "id": "u-sam-head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["u-sam-id", "u-sam-status"]
+        },
+        {
+          "id": "u-sam-id",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Sam Okafor"
+        },
+        {
+          "id": "u-sam-status",
+          "component": "Badge",
+          "text": "Blocked",
+          "variant": "destructive"
+        },
+        {
+          "id": "u-sam-body",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Yesterday:** Started payments integration.\n**Today:** Blocked — need staging credentials.\n**Blockers:** 🚧 Waiting on DevOps for staging API keys."
+        },
+        {
+          "id": "u-jordan",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-jordan-head", "u-jordan-body"]
+        },
+        {
+          "id": "u-jordan-head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["u-jordan-id", "u-jordan-status"]
+        },
+        {
+          "id": "u-jordan-id",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Jordan Lee"
+        },
+        {
+          "id": "u-jordan-status",
+          "component": "Badge",
+          "text": "Posted",
+          "variant": "default"
+        },
+        {
+          "id": "u-jordan-body",
+          "component": "TextContent",
+          "size": "default",
+          "text": "**Yesterday:** Fixed the flaky CI tests.\n**Today:** Migrating the analytics dashboard.\n**Blockers:** None."
+        },
+        {
+          "id": "u-priya",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-priya-head", "u-priya-body"]
+        },
+        {
+          "id": "u-priya-head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["u-priya-id", "u-priya-status"]
+        },
+        {
+          "id": "u-priya-id",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Priya Nair"
+        },
+        {
+          "id": "u-priya-status",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "u-priya-body",
+          "component": "TextContent",
+          "size": "small",
+          "text": "_No update posted yet._"
+        },
+        {
+          "id": "u-marco",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-marco-head", "u-marco-body"]
+        },
+        {
+          "id": "u-marco-head",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["u-marco-id", "u-marco-status"]
+        },
+        {
+          "id": "u-marco-id",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Marco Silva"
+        },
+        {
+          "id": "u-marco-status",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "u-marco-body",
+          "component": "TextContent",
+          "size": "small",
+          "text": "_No update posted yet._"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "post-form",
+          "component": "Form",
+          "name": "post-update",
+          "fields": ["fc-yesterday", "fc-today", "fc-blocked", "fc-blocker-detail"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-yesterday",
+          "component": "FormControl",
+          "label": "What did you do yesterday?",
+          "input": "in-yesterday"
+        },
+        {
+          "id": "in-yesterday",
+          "component": "TextArea",
+          "name": "yesterday",
+          "placeholder": "e.g. Finished the login refactor…",
+          "rows": 2
+        },
+        {
+          "id": "fc-today",
+          "component": "FormControl",
+          "label": "What will you do today?",
+          "input": "in-today"
+        },
+        {
+          "id": "in-today",
+          "component": "TextArea",
+          "name": "today",
+          "placeholder": "e.g. Start on the reporting module…",
+          "rows": 2
+        },
+        {
+          "id": "fc-blocked",
+          "component": "FormControl",
+          "label": "Are you blocked?",
+          "input": "in-blocked"
+        },
+        {
+          "id": "in-blocked",
+          "component": "RadioGroup",
+          "name": "blocked",
+          "defaultValue": "no",
+          "items": ["r-no", "r-yes"]
+        },
+        {
+          "id": "r-no",
+          "component": "RadioItem",
+          "label": "Not blocked",
+          "description": "Everything is moving fine",
+          "value": "no"
+        },
+        {
+          "id": "r-yes",
+          "component": "RadioItem",
+          "label": "I'm blocked",
+          "description": "I need help to proceed",
+          "value": "yes"
+        },
+        {
+          "id": "fc-blocker-detail",
+          "component": "FormControl",
+          "label": "Blocker details (if any)",
+          "input": "in-blocker-detail",
+          "hint": "Only fill this in if you selected 'I'm blocked'."
+        },
+        {
+          "id": "in-blocker-detail",
+          "component": "Input",
+          "name": "blockerDetail",
+          "type": "text",
+          "placeholder": "What are you waiting on / who can help?"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Post my update",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Teammate statuses** — Ana, Sam, and Jordan each show a yesterday/today/blockers update card with a status badge.
+2. **Blocked called out** — a top-level warning `Alert` flags Sam, plus a red "Blocked" badge and 🚧 note on his card.
+3. **Today's date** — shown as an info tag near the top ("Monday, June 9, 2025").
+4. **Post your own update** — a form with yesterday/today text areas, a blocked radio choice, blocker details, and a submit button.
+5. **Missing count** — a progress bar (3 of 5) plus a warning line naming Priya and Marco, who also appear as recessed "Missing" cards.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..fa4550f48
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r3.txt
@@ -0,0 +1,268 @@
+Here's an async standup screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "standup-1",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "standup-1",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "dateRow",
+            "missingCallout",
+            "blockedCallout",
+            "updatesHeading",
+            "updatesList",
+            "postDivider",
+            "postForm"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Async Standup",
+          "subtitle": "Team Orbit — Remote"
+        },
+        {
+          "id": "dateRow",
+          "component": "Tag",
+          "text": "Monday, June 9, 2025",
+          "icon": "calendar",
+          "size": "lg",
+          "variant": "info"
+        },
+        {
+          "id": "missingCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "2 updates still missing",
+          "description": "Waiting on Priya Nair and Marco Silva to post their standup for today."
+        },
+        {
+          "id": "blockedCallout",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "1 person blocked",
+          "description": "Aisha Khan is blocked on the payments API credentials — needs DevOps to grant access."
+        },
+        {
+          "id": "updatesHeading",
+          "component": "Heading",
+          "text": "Today's Updates",
+          "level": "h3"
+        },
+        {
+          "id": "updatesList",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "u-jordan",
+            "u-aisha",
+            "u-lena",
+            "u-priya",
+            "u-marco"
+          ]
+        },
+        {
+          "id": "u-jordan",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-jordan-head", "u-jordan-body", "u-jordan-tags"]
+        },
+        {
+          "id": "u-jordan-head",
+          "component": "CardHeader",
+          "title": "Jordan Lee",
+          "subtitle": "Frontend"
+        },
+        {
+          "id": "u-jordan-body",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Shipped the new dashboard layout.\n\n**Today:** Wiring up the settings page.\n\n**Blockers:** None."
+        },
+        {
+          "id": "u-jordan-tags",
+          "component": "TagBlock",
+          "tags": ["✅ Posted", "On track"]
+        },
+        {
+          "id": "u-aisha",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-aisha-head", "u-aisha-body", "u-aisha-tags"]
+        },
+        {
+          "id": "u-aisha-head",
+          "component": "CardHeader",
+          "title": "Aisha Khan",
+          "subtitle": "Backend"
+        },
+        {
+          "id": "u-aisha-body",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Drafted the payments integration.\n\n**Today:** Blocked — cannot proceed without API credentials.\n\n**Blockers:** Needs DevOps to grant access to the payments API."
+        },
+        {
+          "id": "u-aisha-tags",
+          "component": "TagBlock",
+          "tags": ["✅ Posted", "🚫 Blocked"]
+        },
+        {
+          "id": "u-lena",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-lena-head", "u-lena-body", "u-lena-tags"]
+        },
+        {
+          "id": "u-lena-head",
+          "component": "CardHeader",
+          "title": "Lena Fischer",
+          "subtitle": "Design"
+        },
+        {
+          "id": "u-lena-body",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**Yesterday:** Finalized the onboarding flow mockups.\n\n**Today:** Handing off assets to engineering.\n\n**Blockers:** None."
+        },
+        {
+          "id": "u-lena-tags",
+          "component": "TagBlock",
+          "tags": ["✅ Posted", "On track"]
+        },
+        {
+          "id": "u-priya",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-priya-head", "u-priya-tags"]
+        },
+        {
+          "id": "u-priya-head",
+          "component": "CardHeader",
+          "title": "Priya Nair",
+          "subtitle": "QA"
+        },
+        {
+          "id": "u-priya-tags",
+          "component": "TagBlock",
+          "tags": ["⏳ Not posted yet"]
+        },
+        {
+          "id": "u-marco",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["u-marco-head", "u-marco-tags"]
+        },
+        {
+          "id": "u-marco-head",
+          "component": "CardHeader",
+          "title": "Marco Silva",
+          "subtitle": "DevOps"
+        },
+        {
+          "id": "u-marco-tags",
+          "component": "TagBlock",
+          "tags": ["⏳ Not posted yet"]
+        },
+        {
+          "id": "postDivider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "postForm",
+          "component": "Form",
+          "name": "standupForm",
+          "fields": ["fc-yesterday", "fc-today", "fc-blockers"],
+          "buttons": "postButtons"
+        },
+        {
+          "id": "fc-yesterday",
+          "component": "FormControl",
+          "label": "What did you do yesterday?",
+          "input": "in-yesterday"
+        },
+        {
+          "id": "in-yesterday",
+          "component": "TextArea",
+          "name": "yesterday",
+          "placeholder": "e.g. Completed the search refactor…",
+          "rows": 2
+        },
+        {
+          "id": "fc-today",
+          "component": "FormControl",
+          "label": "What will you do today?",
+          "input": "in-today"
+        },
+        {
+          "id": "in-today",
+          "component": "TextArea",
+          "name": "today",
+          "placeholder": "e.g. Start on the export feature…",
+          "rows": 2
+        },
+        {
+          "id": "fc-blockers",
+          "component": "FormControl",
+          "label": "Any blockers?",
+          "input": "in-blockers",
+          "hint": "Leave blank if none."
+        },
+        {
+          "id": "in-blockers",
+          "component": "TextArea",
+          "name": "blockers",
+          "placeholder": "e.g. Waiting on staging access…",
+          "rows": 2
+        },
+        {
+          "id": "postButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-post"]
+        },
+        {
+          "id": "btn-post",
+          "component": "Button",
+          "label": "Post my update",
+          "variant": "primary",
+          "action": ["submitStandup"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen delivers every numbered requirement:
+
+1. **Teammate statuses** — each person (Jordan, Aisha, Lena) has a card with Yesterday / Today / Blockers.
+2. **Blocked called out** — a red alert banner plus a "🚫 Blocked" tag on Aisha's card.
+3. **Today's date** — shown as a prominent tag at the top.
+4. **Post your own update** — a form with Yesterday / Today / Blockers fields and a submit button.
+5. **Missing count** — a warning callout ("2 updates still missing") and "⏳ Not posted yet" placeholders for Priya and Marco.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..72f206611
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-standup__r4.txt
@@ -0,0 +1,398 @@
+Here's an async standup screen covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "standup-1",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "standup-1",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "date-progress-row",
+            "blocked-alert",
+            "team-header",
+            "updates-list",
+            "separator-1",
+            "post-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Async Standup",
+          "subtitle": "Post your update before end of day"
+        },
+        {
+          "id": "date-progress-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "justify": "between",
+          "children": ["date-tag", "progress-block"]
+        },
+        {
+          "id": "date-tag",
+          "component": "Tag",
+          "text": "Monday, June 9, 2025",
+          "icon": "calendar",
+          "size": "lg",
+          "variant": "info"
+        },
+        {
+          "id": "progress-block",
+          "component": "Progress",
+          "value": 60,
+          "label": "3 of 5 updates posted \u2014 2 still missing"
+        },
+        {
+          "id": "blocked-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "1 teammate blocked",
+          "description": "Priya Raman is blocked on the payments API credentials. Needs help from the platform team to proceed."
+        },
+        {
+          "id": "team-header",
+          "component": "Heading",
+          "text": "Today's Updates",
+          "level": "h3"
+        },
+        {
+          "id": "updates-list",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["u-alex", "u-priya", "u-jordan", "u-mina", "u-diego"]
+        },
+        {
+          "id": "u-alex",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "start",
+          "children": ["av-alex", "col-alex"]
+        },
+        {
+          "id": "av-alex",
+          "component": "Avatar",
+          "fallback": "AK",
+          "alt": "Alex Kim"
+        },
+        {
+          "id": "col-alex",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["alex-name-row", "alex-text"]
+        },
+        {
+          "id": "alex-name-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["alex-name", "alex-badge"]
+        },
+        {
+          "id": "alex-name",
+          "component": "TextContent",
+          "text": "Alex Kim",
+          "size": "default"
+        },
+        {
+          "id": "alex-badge",
+          "component": "Badge",
+          "text": "Posted",
+          "variant": "default"
+        },
+        {
+          "id": "alex-text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Shipped the login redesign. **Today:** Starting on onboarding flow. **Blockers:** None.",
+          "size": "small"
+        },
+        {
+          "id": "u-priya",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "start",
+          "children": ["av-priya", "col-priya"]
+        },
+        {
+          "id": "av-priya",
+          "component": "Avatar",
+          "fallback": "PR",
+          "alt": "Priya Raman"
+        },
+        {
+          "id": "col-priya",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["priya-name-row", "priya-text"]
+        },
+        {
+          "id": "priya-name-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["priya-name", "priya-badge"]
+        },
+        {
+          "id": "priya-name",
+          "component": "TextContent",
+          "text": "Priya Raman",
+          "size": "default"
+        },
+        {
+          "id": "priya-badge",
+          "component": "Badge",
+          "text": "Blocked",
+          "variant": "destructive"
+        },
+        {
+          "id": "priya-text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Wired up checkout UI. **Today:** Integrate payments. **Blockers:** \ud83d\udea7 Waiting on payments API credentials from platform team.",
+          "size": "small"
+        },
+        {
+          "id": "u-jordan",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "start",
+          "children": ["av-jordan", "col-jordan"]
+        },
+        {
+          "id": "av-jordan",
+          "component": "Avatar",
+          "fallback": "JL",
+          "alt": "Jordan Lee"
+        },
+        {
+          "id": "col-jordan",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["jordan-name-row", "jordan-text"]
+        },
+        {
+          "id": "jordan-name-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "children": ["jordan-name", "jordan-badge"]
+        },
+        {
+          "id": "jordan-name",
+          "component": "TextContent",
+          "text": "Jordan Lee",
+          "size": "default"
+        },
+        {
+          "id": "jordan-badge",
+          "component": "Badge",
+          "text": "Posted",
+          "variant": "default"
+        },
+        {
+          "id": "jordan-text",
+          "component": "TextContent",
+          "text": "**Yesterday:** Fixed CI pipeline flakiness. **Today:** Adding e2e test coverage. **Blockers:** None.",
+          "size": "small"
+        },
+        {
+          "id": "u-mina",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["av-mina", "col-mina"]
+        },
+        {
+          "id": "av-mina",
+          "component": "Avatar",
+          "fallback": "MS",
+          "alt": "Mina Sato"
+        },
+        {
+          "id": "col-mina",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "weight": 1,
+          "children": ["mina-name", "mina-badge"]
+        },
+        {
+          "id": "mina-name",
+          "component": "TextContent",
+          "text": "Mina Sato \u2014 no update yet",
+          "size": "small"
+        },
+        {
+          "id": "mina-badge",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "u-diego",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["av-diego", "col-diego"]
+        },
+        {
+          "id": "av-diego",
+          "component": "Avatar",
+          "fallback": "DM",
+          "alt": "Diego Morales"
+        },
+        {
+          "id": "col-diego",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between",
+          "weight": 1,
+          "children": ["diego-name", "diego-badge"]
+        },
+        {
+          "id": "diego-name",
+          "component": "TextContent",
+          "text": "Diego Morales \u2014 no update yet",
+          "size": "small"
+        },
+        {
+          "id": "diego-badge",
+          "component": "Badge",
+          "text": "Missing",
+          "variant": "outline"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "post-form",
+          "component": "Form",
+          "name": "postUpdate",
+          "buttons": "post-buttons",
+          "fields": ["fc-yesterday", "fc-today", "fc-blockers"]
+        },
+        {
+          "id": "fc-yesterday",
+          "component": "FormControl",
+          "label": "What did you do yesterday?",
+          "input": "in-yesterday"
+        },
+        {
+          "id": "in-yesterday",
+          "component": "TextArea",
+          "name": "yesterday",
+          "placeholder": "e.g. Finished the search feature...",
+          "rows": 2
+        },
+        {
+          "id": "fc-today",
+          "component": "FormControl",
+          "label": "What will you do today?",
+          "input": "in-today"
+        },
+        {
+          "id": "in-today",
+          "component": "TextArea",
+          "name": "today",
+          "placeholder": "e.g. Reviewing PRs and starting the export flow...",
+          "rows": 2
+        },
+        {
+          "id": "fc-blockers",
+          "component": "FormControl",
+          "label": "Any blockers?",
+          "input": "in-blockers",
+          "hint": "Leave blank if you're not blocked."
+        },
+        {
+          "id": "in-blockers",
+          "component": "TextArea",
+          "name": "blockers",
+          "placeholder": "Describe what's blocking you and who can help...",
+          "rows": 2
+        },
+        {
+          "id": "post-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-post", "btn-blocked"]
+        },
+        {
+          "id": "btn-post",
+          "component": "Button",
+          "label": "Post Update",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-blocked",
+          "component": "Button",
+          "label": "Post & Flag as Blocked",
+          "variant": "secondary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Each teammate with today's status update** — Alex, Priya, and Jordan each show a Yesterday / Today / Blockers card.
+2. **Anyone blocked called out** — a warning `Alert` at the top names Priya, plus a red "Blocked" badge on her card.
+3. **Today's date** — shown as a prominent info tag in the top bar.
+4. **A way to post your own update** — a form with Yesterday / Today / Blockers fields and "Post" / "Post & Flag as Blocked" buttons.
+5. **How many updates are still missing** — a progress bar reads "3 of 5 updates posted — 2 still missing," and Mina and Diego are listed with "Missing" badges.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..289cf22ff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r1.txt
@@ -0,0 +1,168 @@
+Here's a low-inventory warning view covering all four requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "threshold-callout",
+            "search-form",
+            "items-section",
+            "table-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Low Inventory Warnings",
+          "subtitle": "Items at or below the reorder threshold"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Warning Threshold: 20 units",
+          "description": "Any item with 20 or fewer remaining units is flagged for reorder."
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "search-inventory",
+          "fields": ["search-control"],
+          "buttons": "search-buttons"
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search Items",
+          "hint": "Filter by product name or SKU",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "query",
+          "type": "text",
+          "placeholder": "e.g. Bolt, SKU-0042..."
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-btn"]
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "secondary",
+          "action": ["search_inventory"]
+        },
+        {
+          "id": "items-section",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["item-1", "item-2", "item-3", "item-4"]
+        },
+        {
+          "id": "item-1",
+          "component": "ListItem",
+          "title": "M6 Hex Bolts (SKU-0042)",
+          "subtitle": "Remaining: 8 units — below threshold of 20",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "item-2",
+          "component": "ListItem",
+          "title": "Copper Washers (SKU-0117)",
+          "subtitle": "Remaining: 14 units — below threshold of 20",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "item-3",
+          "component": "ListItem",
+          "title": "Nylon Cable Ties (SKU-0233)",
+          "subtitle": "Remaining: 3 units — below threshold of 20",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "item-4",
+          "component": "ListItem",
+          "title": "Steel Brackets (SKU-0308)",
+          "subtitle": "Remaining: 19 units — below threshold of 20",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "table-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["table-header", "inventory-table"]
+        },
+        {
+          "id": "table-header",
+          "component": "Heading",
+          "text": "Reorder Overview",
+          "level": "h4"
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": ["col-item", "col-remaining", "col-threshold", "col-action"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["M6 Hex Bolts", "Copper Washers", "Nylon Cable Ties", "Steel Brackets"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [8, 14, 3, 19]
+        },
+        {
+          "id": "col-threshold",
+          "component": "Col",
+          "label": "Threshold",
+          "type": "number",
+          "data": [20, 20, 20, 20]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Reorder", "Reorder", "Reorder", "Reorder"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all four requirements:
+
+1. **Items running low with remaining units** — shown both in the numbered `ListBlock` (each item's subtitle) and the "Remaining Units" table column.
+2. **A way to reorder each item** — every list item has a "Reorder" action label, and the table includes an action column with reorder buttons per row.
+3. **The trigger threshold** — highlighted at the top in the warning `Callout` (20 units) and repeated per-row in the "Threshold" table column.
+4. **A way to search items** — the search form with an input and Search button at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..58ebb2dae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r2.txt
@@ -0,0 +1,220 @@
+Here's a low-inventory warning view covering all the requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#D97706", "agentDisplayName": "Inventory Manager" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "threshold-callout", "search-form", "items-section", "footer-note"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Low Inventory Warnings",
+          "subtitle": "Items at or below the reorder threshold"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Reorder Threshold: 10 units",
+          "description": "Any item with 10 or fewer remaining units is flagged for reordering below."
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "searchForm",
+          "buttons": "search-buttons",
+          "fields": ["search-control"]
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search Items",
+          "hint": "Filter by product name or SKU",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "query",
+          "type": "text",
+          "placeholder": "e.g. 'AA Batteries' or 'SKU-1042'"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-btn"]
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "primary",
+          "action": ["searchInventory"]
+        },
+        {
+          "id": "items-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["item-1", "item-2", "item-3", "item-4"]
+        },
+        {
+          "id": "item-1",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["item-1-info", "item-1-tag", "item-1-reorder"]
+        },
+        {
+          "id": "item-1-info",
+          "component": "TextContent",
+          "text": "**AA Batteries (24-pack)** — SKU-1042",
+          "size": "default"
+        },
+        {
+          "id": "item-1-tag",
+          "component": "Tag",
+          "text": "3 units left",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "item-1-reorder",
+          "component": "Button",
+          "label": "Reorder",
+          "variant": "primary",
+          "size": "small",
+          "action": ["reorder:SKU-1042"]
+        },
+        {
+          "id": "item-2",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["item-2-info", "item-2-tag", "item-2-reorder"]
+        },
+        {
+          "id": "item-2-info",
+          "component": "TextContent",
+          "text": "**Printer Paper (A4, 500 sheets)** — SKU-2087",
+          "size": "default"
+        },
+        {
+          "id": "item-2-tag",
+          "component": "Tag",
+          "text": "6 units left",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "item-2-reorder",
+          "component": "Button",
+          "label": "Reorder",
+          "variant": "primary",
+          "size": "small",
+          "action": ["reorder:SKU-2087"]
+        },
+        {
+          "id": "item-3",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["item-3-info", "item-3-tag", "item-3-reorder"]
+        },
+        {
+          "id": "item-3-info",
+          "component": "TextContent",
+          "text": "**USB-C Cables (2m)** — SKU-3391",
+          "size": "default"
+        },
+        {
+          "id": "item-3-tag",
+          "component": "Tag",
+          "text": "9 units left",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "item-3-reorder",
+          "component": "Button",
+          "label": "Reorder",
+          "variant": "primary",
+          "size": "small",
+          "action": ["reorder:SKU-3391"]
+        },
+        {
+          "id": "item-4",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["item-4-info", "item-4-tag", "item-4-reorder"]
+        },
+        {
+          "id": "item-4-info",
+          "component": "TextContent",
+          "text": "**Sticky Notes (Assorted)** — SKU-4410",
+          "size": "default"
+        },
+        {
+          "id": "item-4-tag",
+          "component": "Tag",
+          "text": "2 units left",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "item-4-reorder",
+          "component": "Button",
+          "label": "Reorder",
+          "variant": "primary",
+          "size": "small",
+          "action": ["reorder:SKU-4410"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "Showing 4 items below the 10-unit threshold.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Items running low with remaining units** — Each item card shows the product name/SKU with a colored `Tag` displaying units left (red for critical, amber for approaching threshold).
+2. **A way to reorder each item** — Every item has its own **Reorder** button wired to a per-SKU action.
+3. **The threshold that triggers the warning** — The amber `Callout` at the top states the **10-unit** threshold, echoed in the footer.
+4. **A way to search items** — A search `Form` with an input (name/SKU) and a Search button sits above the list.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..8f8a32051
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r3.txt
@@ -0,0 +1,187 @@
+Here's a low-inventory warning view covering all four requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "threshold-callout",
+            "search-form",
+            "items-heading",
+            "items-list",
+            "reorder-heading",
+            "reorder-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Low Inventory Warning",
+          "subtitle": "Items that need attention and reordering"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Reorder Threshold: 20 units",
+          "description": "Any item at or below 20 remaining units triggers this low-inventory warning."
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "search-items",
+          "buttons": "search-buttons",
+          "fields": ["search-field"]
+        },
+        {
+          "id": "search-field",
+          "component": "FormControl",
+          "label": "Search items",
+          "hint": "Search by product name or SKU",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "query",
+          "type": "text",
+          "placeholder": "e.g. Blue Ballpoint Pen or SKU-1042"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-btn"]
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "secondary",
+          "action": ["search_items"]
+        },
+        {
+          "id": "items-heading",
+          "component": "Heading",
+          "text": "Items Running Low",
+          "level": "h3"
+        },
+        {
+          "id": "items-list",
+          "component": "Table",
+          "columns": ["col-item", "col-sku", "col-remaining", "col-status"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Blue Ballpoint Pen",
+            "A4 Copy Paper (Ream)",
+            "Sticky Notes 3x3",
+            "USB-C Cable 1m",
+            "Whiteboard Marker (Black)"
+          ]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["SKU-1042", "SKU-2087", "SKU-3311", "SKU-4590", "SKU-5123"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [4, 12, 8, 3, 15]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Critical", "Low", "Low", "Critical", "Low"]
+        },
+        {
+          "id": "reorder-heading",
+          "component": "Heading",
+          "text": "Reorder Items",
+          "level": "h3"
+        },
+        {
+          "id": "reorder-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": [
+            "reorder-1",
+            "reorder-2",
+            "reorder-3",
+            "reorder-4",
+            "reorder-5"
+          ]
+        },
+        {
+          "id": "reorder-1",
+          "component": "Button",
+          "label": "Reorder Blue Ballpoint Pen (4 left)",
+          "variant": "primary",
+          "action": ["reorder_item_SKU-1042"]
+        },
+        {
+          "id": "reorder-2",
+          "component": "Button",
+          "label": "Reorder A4 Copy Paper (12 left)",
+          "variant": "primary",
+          "action": ["reorder_item_SKU-2087"]
+        },
+        {
+          "id": "reorder-3",
+          "component": "Button",
+          "label": "Reorder Sticky Notes 3x3 (8 left)",
+          "variant": "primary",
+          "action": ["reorder_item_SKU-3311"]
+        },
+        {
+          "id": "reorder-4",
+          "component": "Button",
+          "label": "Reorder USB-C Cable 1m (3 left)",
+          "variant": "primary",
+          "action": ["reorder_item_SKU-4590"]
+        },
+        {
+          "id": "reorder-5",
+          "component": "Button",
+          "label": "Reorder Whiteboard Marker (15 left)",
+          "variant": "primary",
+          "action": ["reorder_item_SKU-5123"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all four requirements:
+
+1. **Items running low with remaining units** — the table lists each item with its SKU, remaining unit count, and status (Critical/Low).
+2. **A way to reorder each item** — a dedicated per-item reorder button for every low-stock product.
+3. **The threshold that triggers the warning** — a warning callout at the top stating the 20-unit reorder threshold.
+4. **A way to search items** — a search form with an input field and search button at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..7cf1f9454
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-stock__r4.txt
@@ -0,0 +1,206 @@
+Here's a low-inventory warning view covering all four requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "low-inventory-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "low-inventory-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "threshold-callout", "search-section", "items-heading", "items-list"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Low Inventory Warning",
+        "subtitle": "Items at or below the reorder threshold need attention"
+      },
+      {
+        "id": "threshold-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Reorder Threshold: 15 units",
+        "description": "Any item with 15 or fewer units remaining triggers this low-inventory warning. Reorder soon to avoid stockouts."
+      },
+      {
+        "id": "search-section",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": ["search-input", "search-btn"]
+      },
+      {
+        "id": "search-input",
+        "component": "Input",
+        "name": "itemSearch",
+        "type": "text",
+        "placeholder": "Search items by name or SKU..."
+      },
+      {
+        "id": "search-btn",
+        "component": "Button",
+        "label": "Search Items",
+        "variant": "secondary",
+        "size": "small",
+        "action": [{ "call": "searchInventory", "args": { "query": { "path": "/itemSearch" } } }]
+      },
+      {
+        "id": "items-heading",
+        "component": "Heading",
+        "text": "Items Running Low",
+        "level": "h3"
+      },
+      {
+        "id": "items-list",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": ["item-1", "item-2", "item-3", "item-4"]
+      },
+      {
+        "id": "item-1",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": ["item-1-info", "item-1-badge", "item-1-reorder"]
+      },
+      {
+        "id": "item-1-info",
+        "component": "TextContent",
+        "text": "**Organic Coffee Beans (1kg)**\nSKU: CFB-1001",
+        "size": "default"
+      },
+      {
+        "id": "item-1-badge",
+        "component": "Badge",
+        "text": "3 units left",
+        "variant": "destructive"
+      },
+      {
+        "id": "item-1-reorder",
+        "component": "Button",
+        "label": "Reorder",
+        "variant": "primary",
+        "size": "small",
+        "action": [{ "call": "reorderItem", "args": { "sku": "CFB-1001" } }]
+      },
+      {
+        "id": "item-2",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": ["item-2-info", "item-2-badge", "item-2-reorder"]
+      },
+      {
+        "id": "item-2-info",
+        "component": "TextContent",
+        "text": "**Ceramic Mug (White)**\nSKU: MUG-2044",
+        "size": "default"
+      },
+      {
+        "id": "item-2-badge",
+        "component": "Badge",
+        "text": "8 units left",
+        "variant": "destructive"
+      },
+      {
+        "id": "item-2-reorder",
+        "component": "Button",
+        "label": "Reorder",
+        "variant": "primary",
+        "size": "small",
+        "action": [{ "call": "reorderItem", "args": { "sku": "MUG-2044" } }]
+      },
+      {
+        "id": "item-3",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": ["item-3-info", "item-3-badge", "item-3-reorder"]
+      },
+      {
+        "id": "item-3-info",
+        "component": "TextContent",
+        "text": "**Paper Filters (100ct)**\nSKU: FLT-3012",
+        "size": "default"
+      },
+      {
+        "id": "item-3-badge",
+        "component": "Badge",
+        "text": "12 units left",
+        "variant": "secondary"
+      },
+      {
+        "id": "item-3-reorder",
+        "component": "Button",
+        "label": "Reorder",
+        "variant": "primary",
+        "size": "small",
+        "action": [{ "call": "reorderItem", "args": { "sku": "FLT-3012" } }]
+      },
+      {
+        "id": "item-4",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": ["item-4-info", "item-4-badge", "item-4-reorder"]
+      },
+      {
+        "id": "item-4-info",
+        "component": "TextContent",
+        "text": "**Insulated Tumbler (500ml)**\nSKU: TMB-4088",
+        "size": "default"
+      },
+      {
+        "id": "item-4-badge",
+        "component": "Badge",
+        "text": "14 units left",
+        "variant": "secondary"
+      },
+      {
+        "id": "item-4-reorder",
+        "component": "Button",
+        "label": "Reorder",
+        "variant": "primary",
+        "size": "small",
+        "action": [{ "call": "reorderItem", "args": { "sku": "TMB-4088" } }]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Items running low with remaining units** — Each item card shows the product name/SKU and a badge with the exact remaining unit count (red badges for critical, gray for near-threshold).
+2. **A way to reorder each item** — Every item has its own "Reorder" button wired to a `reorderItem` action with the item's SKU.
+3. **The triggering threshold** — The warning banner at the top clearly states the 15-unit reorder threshold and explains what it means.
+4. **A way to search items** — A search input plus button at the top lets users find items by name or SKU.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..d40d6eb8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r1.txt
@@ -0,0 +1,204 @@
+Here's a support lead's morning view covering all five requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-morning-view",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-morning-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "metrics-row", "filter-card", "recent-card"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Good morning \u2014 Support Overview",
+        "subtitle": "Your queue at a glance"
+      },
+      {
+        "id": "metrics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "children": ["open-tickets-card", "avg-response-card"]
+      },
+      {
+        "id": "open-tickets-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["open-label", "open-value", "open-badge"]
+      },
+      {
+        "id": "open-label",
+        "component": "TextContent",
+        "size": "small-heavy",
+        "text": "Open Tickets"
+      },
+      {
+        "id": "open-value",
+        "component": "Heading",
+        "level": "h1",
+        "text": "42"
+      },
+      {
+        "id": "open-badge",
+        "component": "Badge",
+        "variant": "secondary",
+        "text": "\u2191 6 since yesterday"
+      },
+      {
+        "id": "avg-response-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["resp-label", "resp-value", "resp-badge"]
+      },
+      {
+        "id": "resp-label",
+        "component": "TextContent",
+        "size": "small-heavy",
+        "text": "Avg. First-Response Time"
+      },
+      {
+        "id": "resp-value",
+        "component": "Heading",
+        "level": "h1",
+        "text": "1h 24m"
+      },
+      {
+        "id": "resp-badge",
+        "component": "Badge",
+        "variant": "default",
+        "text": "\u2193 12m vs. last week"
+      },
+      {
+        "id": "filter-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["filter-text", "filter-buttons"]
+      },
+      {
+        "id": "filter-text",
+        "component": "TextContent",
+        "size": "default",
+        "text": "**Narrow your queue** \u2014 focus on what needs attention first."
+      },
+      {
+        "id": "filter-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btn-high-priority", "btn-new-ticket"]
+      },
+      {
+        "id": "btn-high-priority",
+        "component": "Button",
+        "label": "High Priority Only",
+        "variant": "secondary",
+        "action": [
+          {
+            "call": "filterTickets",
+            "args": { "priority": "high" }
+          }
+        ]
+      },
+      {
+        "id": "btn-new-ticket",
+        "component": "Button",
+        "label": "+ New Ticket",
+        "variant": "primary",
+        "action": [
+          {
+            "call": "openNewTicket"
+          }
+        ]
+      },
+      {
+        "id": "recent-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["recent-header", "recent-table"]
+      },
+      {
+        "id": "recent-header",
+        "component": "CardHeader",
+        "title": "5 Most Recent Tickets",
+        "subtitle": "Newest first"
+      },
+      {
+        "id": "recent-table",
+        "component": "Table",
+        "columns": ["col-id", "col-subject", "col-priority", "col-age"]
+      },
+      {
+        "id": "col-id",
+        "component": "Col",
+        "label": "Ticket",
+        "type": "string",
+        "data": ["#4821", "#4820", "#4819", "#4818", "#4817"]
+      },
+      {
+        "id": "col-subject",
+        "component": "Col",
+        "label": "Subject",
+        "type": "string",
+        "data": [
+          "Login fails after password reset",
+          "Invoice PDF not generating",
+          "API rate limit questions",
+          "Dark mode toggle broken",
+          "Feature request: bulk export"
+        ]
+      },
+      {
+        "id": "col-priority",
+        "component": "Col",
+        "label": "Priority",
+        "type": "string",
+        "data": ["High", "High", "Medium", "Low", "Low"]
+      },
+      {
+        "id": "col-age",
+        "component": "Col",
+        "label": "Received",
+        "type": "string",
+        "data": ["8 min ago", "22 min ago", "41 min ago", "1h ago", "1h 15m ago"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This screen delivers everything on your list:
+
+1. **Open tickets** — a prominent "42" metric card with day-over-day change.
+2. **Average first-response time** — "1h 24m" card with a week-over-week trend.
+3. **Five most recent tickets with priority** — a table showing ticket ID, subject, priority (High/Medium/Low), and how recently each arrived.
+4. **Narrow to high-priority** — the "High Priority Only" button filters the queue.
+5. **Open a new ticket** — the primary "+ New Ticket" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..f6e0556bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r2.txt
@@ -0,0 +1,204 @@
+Here's your support lead morning view covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-morning-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-morning-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "metrics-row", "controls-row", "recent-section", "followups"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning — Support Overview",
+          "subtitle": "Your queue at a glance"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["open-tickets-card", "response-time-card"]
+        },
+        {
+          "id": "open-tickets-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["open-label", "open-value", "open-badge"]
+        },
+        {
+          "id": "open-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small-heavy"
+        },
+        {
+          "id": "open-value",
+          "component": "Heading",
+          "text": "37",
+          "level": "h1"
+        },
+        {
+          "id": "open-badge",
+          "component": "Badge",
+          "text": "8 unassigned",
+          "variant": "destructive"
+        },
+        {
+          "id": "response-time-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["resp-label", "resp-value", "resp-badge"]
+        },
+        {
+          "id": "resp-label",
+          "component": "TextContent",
+          "text": "Avg. First-Response Time",
+          "size": "small-heavy"
+        },
+        {
+          "id": "resp-value",
+          "component": "Heading",
+          "text": "1h 42m",
+          "level": "h1"
+        },
+        {
+          "id": "resp-badge",
+          "component": "Badge",
+          "text": "Within SLA",
+          "variant": "secondary"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["filter-switch", "new-ticket-btn"]
+        },
+        {
+          "id": "filter-switch",
+          "component": "SwitchGroup",
+          "name": "ticketFilters",
+          "variant": "card",
+          "items": ["high-priority-switch"]
+        },
+        {
+          "id": "high-priority-switch",
+          "component": "SwitchItem",
+          "name": "highPriorityOnly",
+          "label": "High priority only",
+          "description": "Narrow the queue to high-priority tickets",
+          "defaultChecked": false
+        },
+        {
+          "id": "new-ticket-btn",
+          "component": "Button",
+          "label": "+ New Ticket",
+          "variant": "primary",
+          "action": ["openNewTicket"]
+        },
+        {
+          "id": "recent-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["recent-heading", "recent-table"]
+        },
+        {
+          "id": "recent-heading",
+          "component": "Heading",
+          "text": "5 Most Recent Tickets",
+          "level": "h3"
+        },
+        {
+          "id": "recent-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-time"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "type": "string",
+          "data": ["#4821", "#4820", "#4819", "#4818", "#4817"]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "Login page returns 500 error",
+            "Billing invoice mismatch",
+            "Feature request: dark mode",
+            "Export to CSV fails",
+            "Password reset email delayed"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["High", "High", "Low", "Medium", "Medium"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Received",
+          "type": "string",
+          "data": ["6 min ago", "24 min ago", "51 min ago", "1h 10m ago", "1h 38m ago"]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2"]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Show all unassigned tickets"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Break down tickets by priority"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+1. **Open tickets** — the large "37" metric card, with an unassigned count.
+2. **Average first-response time** — the "1h 42m" metric card with an SLA badge.
+3. **Five most recent tickets with priority** — the table showing ticket ID, subject, priority, and time received.
+4. **Narrow to high-priority only** — the "High priority only" toggle switch.
+5. **Open a new ticket** — the prominent "+ New Ticket" primary button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..53f323511
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r3.txt
@@ -0,0 +1,189 @@
+Here's your support lead morning dashboard covering all five requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-morning",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "metrics-row", "controls-row", "recent-header", "recent-table"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning — Support Overview",
+          "subtitle": "Your queue at a glance"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["metric-open", "metric-response"]
+        },
+        {
+          "id": "metric-open",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["metric-open-label", "metric-open-value", "metric-open-sub"]
+        },
+        {
+          "id": "metric-open-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small-heavy"
+        },
+        {
+          "id": "metric-open-value",
+          "component": "Heading",
+          "text": "37",
+          "level": "h1"
+        },
+        {
+          "id": "metric-open-sub",
+          "component": "Badge",
+          "text": "8 unassigned",
+          "variant": "secondary"
+        },
+        {
+          "id": "metric-response",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["metric-response-label", "metric-response-value", "metric-response-sub"]
+        },
+        {
+          "id": "metric-response-label",
+          "component": "TextContent",
+          "text": "Avg. First-Response Time",
+          "size": "small-heavy"
+        },
+        {
+          "id": "metric-response-value",
+          "component": "Heading",
+          "text": "1h 24m",
+          "level": "h1"
+        },
+        {
+          "id": "metric-response-sub",
+          "component": "Badge",
+          "text": "Target: 2h",
+          "variant": "outline"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "children": ["filter-switch-group", "action-buttons"]
+        },
+        {
+          "id": "filter-switch-group",
+          "component": "SwitchGroup",
+          "name": "ticketFilters",
+          "variant": "card",
+          "items": ["switch-high-priority"]
+        },
+        {
+          "id": "switch-high-priority",
+          "component": "SwitchItem",
+          "name": "highPriorityOnly",
+          "label": "High-priority only",
+          "description": "Show only tickets marked High or Urgent",
+          "defaultChecked": false
+        },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-new-ticket"]
+        },
+        {
+          "id": "btn-new-ticket",
+          "component": "Button",
+          "label": "+ New Ticket",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["open_new_ticket"]
+        },
+        {
+          "id": "recent-header",
+          "component": "Heading",
+          "text": "5 Most Recent Tickets",
+          "level": "h3"
+        },
+        {
+          "id": "recent-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-time"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "type": "string",
+          "data": ["#4821", "#4820", "#4819", "#4818", "#4817"]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "Login fails after password reset",
+            "Invoice PDF not downloading",
+            "API rate limit questions",
+            "Dark mode toggle broken",
+            "Feature request: bulk export"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["Urgent", "High", "Medium", "High", "Low"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Received",
+          "type": "string",
+          "data": ["6m ago", "22m ago", "48m ago", "1h ago", "1h 15m ago"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Open tickets** — the left metric card shows **37** open, with 8 unassigned.
+2. **Average first-response time** — the right metric card shows **1h 24m** against the 2h target.
+3. **Five most recent tickets with priority** — the table lists the latest five, each with its priority (Urgent/High/Medium/Low) and time received.
+4. **Narrow to high-priority only** — the "High-priority only" toggle filters the view to High/Urgent tickets.
+5. **Open a new ticket** — the primary **+ New Ticket** button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..63f34ba1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b2-support__r4.txt
@@ -0,0 +1,188 @@
+Here's a support lead's morning dashboard covering all five requirements:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "support-morning",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "support-morning",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "metricsRow", "actionsRow", "recentSection"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Good morning — Support Overview",
+        "subtitle": "Your queue at a glance"
+      },
+      {
+        "id": "metricsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["openTicketsCard", "responseTimeCard"]
+      },
+      {
+        "id": "openTicketsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["openLabel", "openValue", "openBadge"]
+      },
+      {
+        "id": "openLabel",
+        "component": "TextContent",
+        "text": "Open Tickets",
+        "size": "small-heavy"
+      },
+      {
+        "id": "openValue",
+        "component": "Heading",
+        "text": "37",
+        "level": "h1"
+      },
+      {
+        "id": "openBadge",
+        "component": "Badge",
+        "text": "8 unassigned",
+        "variant": "destructive"
+      },
+      {
+        "id": "responseTimeCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["respLabel", "respValue", "respBadge"]
+      },
+      {
+        "id": "respLabel",
+        "component": "TextContent",
+        "text": "Avg. First-Response Time",
+        "size": "small-heavy"
+      },
+      {
+        "id": "respValue",
+        "component": "Heading",
+        "text": "1h 24m",
+        "level": "h1"
+      },
+      {
+        "id": "respBadge",
+        "component": "Badge",
+        "text": "Within SLA",
+        "variant": "secondary"
+      },
+      {
+        "id": "actionsRow",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["highPriorityBtn", "newTicketBtn"]
+      },
+      {
+        "id": "highPriorityBtn",
+        "component": "Button",
+        "label": "Show High-Priority Only",
+        "variant": "secondary",
+        "action": [
+          {
+            "call": "filterTickets",
+            "args": { "priority": "high" }
+          }
+        ]
+      },
+      {
+        "id": "newTicketBtn",
+        "component": "Button",
+        "label": "＋ New Ticket",
+        "variant": "primary",
+        "action": [
+          {
+            "call": "openNewTicket",
+            "args": {}
+          }
+        ]
+      },
+      {
+        "id": "recentSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["recentHeader", "recentTable"]
+      },
+      {
+        "id": "recentHeader",
+        "component": "CardHeader",
+        "title": "5 Most Recent Tickets"
+      },
+      {
+        "id": "recentTable",
+        "component": "Table",
+        "columns": ["colId", "colSubject", "colPriority", "colTime"]
+      },
+      {
+        "id": "colId",
+        "component": "Col",
+        "label": "Ticket",
+        "type": "string",
+        "data": ["#4821", "#4820", "#4819", "#4818", "#4817"]
+      },
+      {
+        "id": "colSubject",
+        "component": "Col",
+        "label": "Subject",
+        "type": "string",
+        "data": [
+          "Login fails after password reset",
+          "Invoice PDF not downloading",
+          "API rate limit questions",
+          "Feature request: dark mode",
+          "Cannot update billing address"
+        ]
+      },
+      {
+        "id": "colPriority",
+        "component": "Col",
+        "label": "Priority",
+        "type": "string",
+        "data": ["High", "High", "Medium", "Low", "Medium"]
+      },
+      {
+        "id": "colTime",
+        "component": "Col",
+        "label": "Received",
+        "type": "string",
+        "data": ["7:52 AM", "7:41 AM", "7:15 AM", "6:58 AM", "6:30 AM"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Open tickets** — the "Open Tickets" metric card showing **37** (with 8 unassigned flagged).
+2. **Average first-response time** — the "Avg. First-Response Time" card showing **1h 24m** with an SLA status.
+3. **Five most recent tickets with priority** — a table listing the 5 latest tickets, each with a Priority column (High / Medium / Low) and time received.
+4. **Narrow to high-priority only** — the **"Show High-Priority Only"** button triggers a filter action.
+5. **Open a new ticket** — the primary **"＋ New Ticket"** button triggers the new-ticket flow.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..4dc05c2f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,366 @@
+Here's a clinic receptionist day view covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "reception-day-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "reception-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "daynav", "next-patient", "stats-row", "rooms-card", "appointments-card", "checkin-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Reception — Today",
+          "subtitle": "Monday, June 10, 2024"
+        },
+        {
+          "id": "daynav",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["daynav-buttons", "daynav-picker"]
+        },
+        {
+          "id": "daynav-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["prev-day", "today-btn", "next-day"]
+        },
+        {
+          "id": "prev-day",
+          "component": "Button",
+          "label": "← Previous Day",
+          "variant": "secondary",
+          "action": ["navigate_day:previous"]
+        },
+        {
+          "id": "today-btn",
+          "component": "Button",
+          "label": "Today",
+          "variant": "primary",
+          "action": ["navigate_day:today"]
+        },
+        {
+          "id": "next-day",
+          "component": "Button",
+          "label": "Next Day →",
+          "variant": "secondary",
+          "action": ["navigate_day:next"]
+        },
+        {
+          "id": "daynav-picker",
+          "component": "DatePicker",
+          "name": "jump_to_date",
+          "mode": "single"
+        },
+        {
+          "id": "next-patient",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Next Patient Called: Sarah Thompson",
+          "description": "9:30 AM appointment · Dr. Nguyen · Please proceed to Room 2"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["expected-card", "noshow-card"]
+        },
+        {
+          "id": "expected-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["expected-title", "expected-value", "expected-sub"]
+        },
+        {
+          "id": "expected-title",
+          "component": "TextContent",
+          "text": "Patients Expected Today",
+          "size": "small"
+        },
+        {
+          "id": "expected-value",
+          "component": "Heading",
+          "text": "24",
+          "level": "h1"
+        },
+        {
+          "id": "expected-sub",
+          "component": "TextContent",
+          "text": "6 checked in · 18 remaining",
+          "size": "small"
+        },
+        {
+          "id": "noshow-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["noshow-title", "noshow-value", "noshow-progress"]
+        },
+        {
+          "id": "noshow-title",
+          "component": "TextContent",
+          "text": "No-Show Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "noshow-value",
+          "component": "Heading",
+          "text": "8.2%",
+          "level": "h1"
+        },
+        {
+          "id": "noshow-progress",
+          "component": "Progress",
+          "value": 8.2,
+          "label": "31 no-shows of 378 booked"
+        },
+        {
+          "id": "rooms-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["rooms-header", "rooms-tags"]
+        },
+        {
+          "id": "rooms-header",
+          "component": "CardHeader",
+          "title": "Rooms Free Right Now",
+          "subtitle": "Live availability"
+        },
+        {
+          "id": "rooms-tags",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["room1", "room3", "room5", "room2-busy", "room4-busy"]
+        },
+        {
+          "id": "room1",
+          "component": "Tag",
+          "text": "Room 1 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room3",
+          "component": "Tag",
+          "text": "Room 3 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room5",
+          "component": "Tag",
+          "text": "Room 5 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room2-busy",
+          "component": "Tag",
+          "text": "Room 2 · Occupied",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "room4-busy",
+          "component": "Tag",
+          "text": "Room 4 · Occupied",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "appointments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["appts-header", "appts-table"]
+        },
+        {
+          "id": "appts-header",
+          "component": "CardHeader",
+          "title": "Today's Appointments",
+          "subtitle": "24 scheduled"
+        },
+        {
+          "id": "appts-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-provider", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "2:15 PM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "type": "string",
+          "data": ["James Carter", "Sarah Thompson", "Maria Gonzalez", "David Lee", "Aisha Khan", "Robert Brown", "Emily Davis", "Michael Chen"]
+        },
+        {
+          "id": "col-provider",
+          "component": "Col",
+          "label": "Provider",
+          "type": "string",
+          "data": ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Ellis", "Dr. Nguyen", "Dr. Patel", "Dr. Ellis", "Dr. Nguyen"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Checked In", "Called", "Waiting", "Waiting", "Scheduled", "Scheduled", "Scheduled", "Scheduled"]
+        },
+        {
+          "id": "checkin-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["checkin-form"]
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "patient_checkin",
+          "fields": ["checkin-select", "checkin-arrival"],
+          "buttons": "checkin-buttons"
+        },
+        {
+          "id": "checkin-select",
+          "component": "FormControl",
+          "label": "Check In a Patient",
+          "hint": "Select the arriving patient to mark them as checked in",
+          "input": "checkin-patient-input"
+        },
+        {
+          "id": "checkin-patient-input",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Select patient...",
+          "items": ["ci-1", "ci-2", "ci-3", "ci-4", "ci-5"]
+        },
+        {
+          "id": "ci-1",
+          "component": "SelectItem",
+          "value": "maria_gonzalez",
+          "label": "Maria Gonzalez — 10:00 AM"
+        },
+        {
+          "id": "ci-2",
+          "component": "SelectItem",
+          "value": "david_lee",
+          "label": "David Lee — 10:30 AM"
+        },
+        {
+          "id": "ci-3",
+          "component": "SelectItem",
+          "value": "aisha_khan",
+          "label": "Aisha Khan — 11:00 AM"
+        },
+        {
+          "id": "ci-4",
+          "component": "SelectItem",
+          "value": "robert_brown",
+          "label": "Robert Brown — 11:30 AM"
+        },
+        {
+          "id": "ci-5",
+          "component": "SelectItem",
+          "value": "emily_davis",
+          "label": "Emily Davis — 1:00 PM"
+        },
+        {
+          "id": "checkin-arrival",
+          "component": "FormControl",
+          "label": "Assign Room (optional)",
+          "input": "checkin-room-input"
+        },
+        {
+          "id": "checkin-room-input",
+          "component": "Select",
+          "name": "room",
+          "placeholder": "Assign available room...",
+          "items": ["r-1", "r-3", "r-5"]
+        },
+        {
+          "id": "r-1",
+          "component": "SelectItem",
+          "value": "room_1",
+          "label": "Room 1"
+        },
+        {
+          "id": "r-3",
+          "component": "SelectItem",
+          "value": "room_3",
+          "label": "Room 3"
+        },
+        {
+          "id": "r-5",
+          "component": "SelectItem",
+          "value": "room_5",
+          "label": "Room 5"
+        },
+        {
+          "id": "checkin-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["checkin-submit"]
+        },
+        {
+          "id": "checkin-submit",
+          "component": "Button",
+          "label": "Check In Patient",
+          "variant": "primary",
+          "action": ["submit_checkin"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all seven items:
+
+1. **Today's appointments** — the "Today's Appointments" table lists times, patient names, providers, and status.
+2. **Patients expected** — the "Patients Expected Today" stat card shows 24 with a check-in breakdown.
+3. **No-show rate this month** — the "No-Show Rate (This Month)" card shows 8.2% with a progress bar.
+4. **Rooms free right now** — the "Rooms Free Right Now" section shows green (free) and red (occupied) room tags.
+5. **Next patient called** — the info alert at the top announces the next called patient.
+6. **Check a patient in** — the check-in form lets you pick a patient, optionally assign a room, and submit.
+7. **Move to another day** — the day-nav bar has Previous/Today/Next buttons plus a date picker to jump to any day.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..f40d4e5d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,357 @@
+Here's a clinic receptionist's day view covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "reception-day-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "reception-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "day-nav",
+            "next-patient-callout",
+            "stats-row",
+            "rooms-card",
+            "appointments-card",
+            "checkin-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Reception — Day View",
+          "subtitle": "Monday, June 9, 2025"
+        },
+
+        {
+          "id": "day-nav",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["prev-day", "today-btn", "next-day", "pick-day"]
+        },
+        {
+          "id": "prev-day",
+          "component": "Button",
+          "label": "← Previous Day",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{ "call": "navigateDay", "args": { "direction": "previous" } }]
+        },
+        {
+          "id": "today-btn",
+          "component": "Button",
+          "label": "Today",
+          "variant": "primary",
+          "size": "small",
+          "action": [{ "call": "navigateDay", "args": { "direction": "today" } }]
+        },
+        {
+          "id": "next-day",
+          "component": "Button",
+          "label": "Next Day →",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{ "call": "navigateDay", "args": { "direction": "next" } }]
+        },
+        {
+          "id": "pick-day",
+          "component": "Button",
+          "label": "Pick a Date…",
+          "variant": "tertiary",
+          "size": "small",
+          "action": [{ "call": "openDatePicker", "args": {} }]
+        },
+
+        {
+          "id": "next-patient-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Now Calling: Maria Alvarez",
+          "description": "9:40 AM appointment · Dr. Chen · Please proceed to Room 3."
+        },
+
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["expected-card", "noshow-card"]
+        },
+        {
+          "id": "expected-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["expected-label", "expected-value", "expected-sub"]
+        },
+        {
+          "id": "expected-label",
+          "component": "TextContent",
+          "text": "Patients Expected Today",
+          "size": "small"
+        },
+        {
+          "id": "expected-value",
+          "component": "Heading",
+          "text": "24",
+          "level": "h1"
+        },
+        {
+          "id": "expected-sub",
+          "component": "TextContent",
+          "text": "8 checked in · 16 remaining",
+          "size": "small"
+        },
+        {
+          "id": "noshow-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["noshow-label", "noshow-value", "noshow-progress"]
+        },
+        {
+          "id": "noshow-label",
+          "component": "TextContent",
+          "text": "No-Show Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "noshow-value",
+          "component": "Heading",
+          "text": "7.2%",
+          "level": "h1"
+        },
+        {
+          "id": "noshow-progress",
+          "component": "Progress",
+          "value": 7.2,
+          "label": "18 no-shows of 250 booked"
+        },
+
+        {
+          "id": "rooms-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["rooms-header", "rooms-tags"]
+        },
+        {
+          "id": "rooms-header",
+          "component": "Heading",
+          "text": "Rooms Free Right Now",
+          "level": "h4"
+        },
+        {
+          "id": "rooms-tags",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["room1", "room2", "room4", "room3-busy", "room5-busy"]
+        },
+        {
+          "id": "room1",
+          "component": "Tag",
+          "text": "Room 1 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room2",
+          "component": "Tag",
+          "text": "Room 2 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room4",
+          "component": "Tag",
+          "text": "Room 4 · Free",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "room3-busy",
+          "component": "Tag",
+          "text": "Room 3 · In Use",
+          "variant": "neutral",
+          "size": "md"
+        },
+        {
+          "id": "room5-busy",
+          "component": "Tag",
+          "text": "Room 5 · In Use",
+          "variant": "neutral",
+          "size": "md"
+        },
+
+        {
+          "id": "appointments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["appts-header", "appts-table"]
+        },
+        {
+          "id": "appts-header",
+          "component": "Heading",
+          "text": "Today's Appointments",
+          "level": "h4"
+        },
+        {
+          "id": "appts-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-provider", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["9:00 AM", "9:20 AM", "9:40 AM", "10:00 AM", "10:20 AM", "10:40 AM", "11:00 AM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "type": "string",
+          "data": ["James Okafor", "Priya Nair", "Maria Alvarez", "Tom Becker", "Lena Fischer", "David Kim", "Sarah Lowe"]
+        },
+        {
+          "id": "col-provider",
+          "component": "Col",
+          "label": "Provider",
+          "type": "string",
+          "data": ["Dr. Chen", "Dr. Patel", "Dr. Chen", "Dr. Patel", "Dr. Chen", "Dr. Patel", "Dr. Chen"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Checked In", "Checked In", "Now Calling", "Waiting", "Waiting", "Waiting", "Waiting"]
+        },
+
+        {
+          "id": "checkin-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["checkin-header", "checkin-form"]
+        },
+        {
+          "id": "checkin-header",
+          "component": "Heading",
+          "text": "Check In a Patient",
+          "level": "h4"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "checkin",
+          "fields": ["field-patient", "field-appt-time"],
+          "buttons": "checkin-buttons"
+        },
+        {
+          "id": "field-patient",
+          "component": "FormControl",
+          "label": "Patient",
+          "hint": "Search or select the arriving patient",
+          "input": "select-patient"
+        },
+        {
+          "id": "select-patient",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Select patient…",
+          "items": ["opt-becker", "opt-fischer", "opt-kim", "opt-lowe"]
+        },
+        {
+          "id": "opt-becker",
+          "component": "SelectItem",
+          "value": "becker",
+          "label": "Tom Becker — 10:00 AM"
+        },
+        {
+          "id": "opt-fischer",
+          "component": "SelectItem",
+          "value": "fischer",
+          "label": "Lena Fischer — 10:20 AM"
+        },
+        {
+          "id": "opt-kim",
+          "component": "SelectItem",
+          "value": "kim",
+          "label": "David Kim — 10:40 AM"
+        },
+        {
+          "id": "opt-lowe",
+          "component": "SelectItem",
+          "value": "lowe",
+          "label": "Sarah Lowe — 11:00 AM"
+        },
+        {
+          "id": "field-appt-time",
+          "component": "FormControl",
+          "label": "Arrival Time",
+          "hint": "Defaults to now",
+          "input": "input-arrival"
+        },
+        {
+          "id": "input-arrival",
+          "component": "Input",
+          "name": "arrivalTime",
+          "type": "text",
+          "placeholder": "e.g. 9:58 AM"
+        },
+        {
+          "id": "checkin-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-checkin"]
+        },
+        {
+          "id": "btn-checkin",
+          "component": "Button",
+          "label": "Check In Patient",
+          "variant": "primary",
+          "action": [{ "call": "checkInPatient", "args": {} }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all seven items:
+
+1. **Today's appointments** — the table with time, patient, provider, and status columns.
+2. **Patients expected** — the "24" stat card with check-in progress.
+3. **No-show rate this month** — the "7.2%" stat card with a supporting progress bar.
+4. **Free rooms** — green success tags (Rooms 1, 2, 4) alongside in-use rooms for context.
+5. **Next patient called out** — the highlighted info callout at the top ("Now Calling: Maria Alvarez").
+6. **Check a patient in** — the form with a patient selector, arrival time, and a check-in button.
+7. **Move to another day** — the navigation row with Previous/Next/Today and a date picker.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..e09c53288
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,422 @@
+Here's a clinic receptionist's day view covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "reception-day-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "reception-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "next-patient-callout", "stats-row", "day-nav-card", "appointments-card", "rooms-card", "checkin-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Front Desk — Today",
+          "subtitle": "Monday, June 9, 2025"
+        },
+        {
+          "id": "next-patient-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Now Calling: Maria Alvarez",
+          "description": "10:30 AM appointment with Dr. Chen — please direct to Room 3."
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["stat-expected", "stat-noshow", "stat-checkedin"]
+        },
+        {
+          "id": "stat-expected",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-expected-label", "stat-expected-value"]
+        },
+        {
+          "id": "stat-expected-label",
+          "component": "TextContent",
+          "text": "Patients Expected Today",
+          "size": "small"
+        },
+        {
+          "id": "stat-expected-value",
+          "component": "Heading",
+          "text": "24",
+          "level": "h2"
+        },
+        {
+          "id": "stat-noshow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-noshow-label", "stat-noshow-value", "stat-noshow-progress"]
+        },
+        {
+          "id": "stat-noshow-label",
+          "component": "TextContent",
+          "text": "No-Show Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "stat-noshow-value",
+          "component": "Heading",
+          "text": "8.5%",
+          "level": "h2"
+        },
+        {
+          "id": "stat-noshow-progress",
+          "component": "Progress",
+          "value": 8.5,
+          "label": "17 of 200 appointments missed"
+        },
+        {
+          "id": "stat-checkedin",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-checkedin-label", "stat-checkedin-value"]
+        },
+        {
+          "id": "stat-checkedin-label",
+          "component": "TextContent",
+          "text": "Checked In So Far",
+          "size": "small"
+        },
+        {
+          "id": "stat-checkedin-value",
+          "component": "Heading",
+          "text": "9",
+          "level": "h2"
+        },
+        {
+          "id": "day-nav-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["day-nav-label", "day-nav-buttons"]
+        },
+        {
+          "id": "day-nav-label",
+          "component": "TextContent",
+          "text": "Viewing: **Monday, June 9**",
+          "size": "default"
+        },
+        {
+          "id": "day-nav-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-prev-day", "btn-pick-day", "btn-next-day"]
+        },
+        {
+          "id": "btn-prev-day",
+          "component": "Button",
+          "label": "◀ Previous Day",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["navigateDay", "previous"]
+        },
+        {
+          "id": "btn-pick-day",
+          "component": "Button",
+          "label": "Pick a Date",
+          "variant": "tertiary",
+          "size": "small",
+          "action": ["openDatePicker"]
+        },
+        {
+          "id": "btn-next-day",
+          "component": "Button",
+          "label": "Next Day ▶",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["navigateDay", "next"]
+        },
+        {
+          "id": "appointments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["appointments-header", "appointments-table"]
+        },
+        {
+          "id": "appointments-header",
+          "component": "CardHeader",
+          "title": "Today's Appointments",
+          "subtitle": "24 scheduled"
+        },
+        {
+          "id": "appointments-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-provider", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["09:00 AM", "09:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "01:00 PM", "01:30 PM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "type": "string",
+          "data": ["James Okoro", "Priya Nair", "Tom Becker", "Maria Alvarez", "Lena Fischer", "David Kim", "Aisha Rahman", "Carlos Mendez"]
+        },
+        {
+          "id": "col-provider",
+          "component": "Col",
+          "label": "Provider",
+          "type": "string",
+          "data": ["Dr. Chen", "Dr. Patel", "Dr. Chen", "Dr. Chen", "Dr. Patel", "Dr. Okafor", "Dr. Patel", "Dr. Okafor"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Checked In", "Checked In", "Waiting", "Now Calling", "Scheduled", "Scheduled", "Scheduled", "Scheduled"]
+        },
+        {
+          "id": "rooms-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["rooms-header", "rooms-tags-free", "rooms-tags-busy"]
+        },
+        {
+          "id": "rooms-header",
+          "component": "CardHeader",
+          "title": "Room Availability — Right Now",
+          "subtitle": "3 of 6 rooms free"
+        },
+        {
+          "id": "rooms-tags-free",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["tag-free-label", "tag-room1", "tag-room4", "tag-room6"]
+        },
+        {
+          "id": "tag-free-label",
+          "component": "TextContent",
+          "text": "**Free:**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "tag-room1",
+          "component": "Tag",
+          "text": "Room 1",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "tag-room4",
+          "component": "Tag",
+          "text": "Room 4",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "tag-room6",
+          "component": "Tag",
+          "text": "Room 6",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "rooms-tags-busy",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["tag-busy-label", "tag-room2", "tag-room3", "tag-room5"]
+        },
+        {
+          "id": "tag-busy-label",
+          "component": "TextContent",
+          "text": "**In Use:**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "tag-room2",
+          "component": "Tag",
+          "text": "Room 2 — Dr. Patel",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "tag-room3",
+          "component": "Tag",
+          "text": "Room 3 — Dr. Chen",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "tag-room5",
+          "component": "Tag",
+          "text": "Room 5 — Dr. Okafor",
+          "variant": "danger",
+          "size": "md"
+        },
+        {
+          "id": "checkin-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["checkin-header", "checkin-form"]
+        },
+        {
+          "id": "checkin-header",
+          "component": "CardHeader",
+          "title": "Check In a Patient",
+          "subtitle": "Select the patient and confirm arrival"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "patientCheckIn",
+          "buttons": "checkin-buttons",
+          "fields": ["checkin-patient-control", "checkin-room-control"]
+        },
+        {
+          "id": "checkin-patient-control",
+          "component": "FormControl",
+          "label": "Patient",
+          "hint": "Only patients scheduled today are listed",
+          "input": "checkin-patient-select"
+        },
+        {
+          "id": "checkin-patient-select",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Choose a patient…",
+          "items": ["opt-becker", "opt-fischer", "opt-david", "opt-aisha", "opt-carlos"]
+        },
+        {
+          "id": "opt-becker",
+          "component": "SelectItem",
+          "value": "tom-becker",
+          "label": "Tom Becker — 10:00 AM"
+        },
+        {
+          "id": "opt-fischer",
+          "component": "SelectItem",
+          "value": "lena-fischer",
+          "label": "Lena Fischer — 11:00 AM"
+        },
+        {
+          "id": "opt-david",
+          "component": "SelectItem",
+          "value": "david-kim",
+          "label": "David Kim — 11:30 AM"
+        },
+        {
+          "id": "opt-aisha",
+          "component": "SelectItem",
+          "value": "aisha-rahman",
+          "label": "Aisha Rahman — 01:00 PM"
+        },
+        {
+          "id": "opt-carlos",
+          "component": "SelectItem",
+          "value": "carlos-mendez",
+          "label": "Carlos Mendez — 01:30 PM"
+        },
+        {
+          "id": "checkin-room-control",
+          "component": "FormControl",
+          "label": "Assign Room (optional)",
+          "hint": "Only free rooms shown",
+          "input": "checkin-room-select"
+        },
+        {
+          "id": "checkin-room-select",
+          "component": "Select",
+          "name": "room",
+          "placeholder": "Assign a free room…",
+          "items": ["room-opt-1", "room-opt-4", "room-opt-6"]
+        },
+        {
+          "id": "room-opt-1",
+          "component": "SelectItem",
+          "value": "room-1",
+          "label": "Room 1"
+        },
+        {
+          "id": "room-opt-4",
+          "component": "SelectItem",
+          "value": "room-4",
+          "label": "Room 4"
+        },
+        {
+          "id": "room-opt-6",
+          "component": "SelectItem",
+          "value": "room-6",
+          "label": "Room 6"
+        },
+        {
+          "id": "checkin-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-checkin-submit", "btn-checkin-clear"]
+        },
+        {
+          "id": "btn-checkin-submit",
+          "component": "Button",
+          "label": "Check In Patient",
+          "variant": "primary",
+          "action": ["submitCheckIn"]
+        },
+        {
+          "id": "btn-checkin-clear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "action": ["clearForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Today's appointments with times and patient names** — the "Today's Appointments" table with time, patient, provider, and status columns.
+2. **How many patients are expected** — the "Patients Expected Today" stat card (24).
+3. **No-show rate this month** — the "No-Show Rate (This Month)" stat card with a progress bar (8.5%).
+4. **Which rooms are free right now** — the "Room Availability" card, with free rooms tagged green and in-use rooms tagged red.
+5. **The next patient called out** — the prominent info callout ("Now Calling: Maria Alvarez").
+6. **A way to check a patient in** — the "Check In a Patient" form with patient + room selection.
+7. **A way to move to another day** — the day-navigation bar with Previous/Next Day and a date picker.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..bc674d372
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,357 @@
+Here's a single-screen day view for the clinic receptionist covering all seven items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "clinic-day-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0A9396", "agentDisplayName": "Front Desk" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "clinic-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "day-nav",
+            "stats-row",
+            "next-patient",
+            "main-tabs",
+            "checkin-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Reception — Day View",
+          "subtitle": "Tuesday, June 10, 2025"
+        },
+        {
+          "id": "day-nav",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["day-nav-label", "day-nav-buttons"]
+        },
+        {
+          "id": "day-nav-label",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "📅 Jun 10, 2025"
+        },
+        {
+          "id": "day-nav-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-prev-day", "btn-pick-day", "btn-next-day"]
+        },
+        {
+          "id": "btn-prev-day",
+          "component": "Button",
+          "label": "◀ Previous",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["navigateDay", "previous"]
+        },
+        {
+          "id": "btn-pick-day",
+          "component": "Button",
+          "label": "Pick a date",
+          "variant": "tertiary",
+          "size": "small",
+          "action": ["openCalendar"]
+        },
+        {
+          "id": "btn-next-day",
+          "component": "Button",
+          "label": "Next ▶",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["navigateDay", "next"]
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["stat-expected", "stat-noshow", "stat-rooms"]
+        },
+        {
+          "id": "stat-expected",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["stat-expected-label", "stat-expected-value", "stat-expected-sub"]
+        },
+        {
+          "id": "stat-expected-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Patients Expected Today"
+        },
+        {
+          "id": "stat-expected-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "24"
+        },
+        {
+          "id": "stat-expected-sub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "9 checked in · 15 remaining"
+        },
+        {
+          "id": "stat-noshow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["stat-noshow-label", "stat-noshow-value", "stat-noshow-progress"]
+        },
+        {
+          "id": "stat-noshow-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "No-Show Rate (This Month)"
+        },
+        {
+          "id": "stat-noshow-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "8.5%"
+        },
+        {
+          "id": "stat-noshow-progress",
+          "component": "Progress",
+          "value": 8.5,
+          "label": "17 of 200 appointments missed"
+        },
+        {
+          "id": "stat-rooms",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["stat-rooms-label", "stat-rooms-value", "stat-rooms-tags"]
+        },
+        {
+          "id": "stat-rooms-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Rooms Free Right Now"
+        },
+        {
+          "id": "stat-rooms-value",
+          "component": "Heading",
+          "level": "h1",
+          "text": "3 Free"
+        },
+        {
+          "id": "stat-rooms-tags",
+          "component": "TagBlock",
+          "tags": ["Room 2 · Free", "Room 4 · Free", "Room 5 · Free", "Room 1 · Busy", "Room 3 · Busy"]
+        },
+        {
+          "id": "next-patient",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Now Calling: Maria Gonzalez",
+          "description": "10:30 AM appointment · Dr. Patel · Please proceed to Room 2."
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-schedule", "tab-rooms"]
+        },
+        {
+          "id": "tab-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "Today's Appointments",
+          "content": ["appt-table"]
+        },
+        {
+          "id": "appt-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-provider", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["09:00 AM", "09:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "01:00 PM", "01:30 PM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "type": "string",
+          "data": ["James Carter", "Aisha Rahman", "Tom Nguyen", "Maria Gonzalez", "Priya Shah", "Robert Lee", "Elena Petrov", "David Kim"]
+        },
+        {
+          "id": "col-provider",
+          "component": "Col",
+          "label": "Provider",
+          "type": "string",
+          "data": ["Dr. Patel", "Dr. Osei", "Dr. Patel", "Dr. Patel", "Dr. Osei", "Dr. Patel", "Dr. Osei", "Dr. Patel"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Checked In", "Checked In", "No-Show", "Now Calling", "Waiting", "Waiting", "Scheduled", "Scheduled"]
+        },
+        {
+          "id": "tab-rooms",
+          "component": "TabItem",
+          "value": "rooms",
+          "trigger": "Room Availability",
+          "content": ["rooms-list"]
+        },
+        {
+          "id": "rooms-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["room-1", "room-2", "room-3", "room-4", "room-5"]
+        },
+        {
+          "id": "room-1",
+          "component": "ListItem",
+          "title": "Room 1 — Occupied",
+          "subtitle": "Dr. Patel with James Carter · free ~10:45 AM"
+        },
+        {
+          "id": "room-2",
+          "component": "ListItem",
+          "title": "Room 2 — Free",
+          "subtitle": "Ready for next patient"
+        },
+        {
+          "id": "room-3",
+          "component": "ListItem",
+          "title": "Room 3 — Occupied",
+          "subtitle": "Dr. Osei with Aisha Rahman · free ~11:00 AM"
+        },
+        {
+          "id": "room-4",
+          "component": "ListItem",
+          "title": "Room 4 — Free",
+          "subtitle": "Cleaned and ready"
+        },
+        {
+          "id": "room-5",
+          "component": "ListItem",
+          "title": "Room 5 — Free",
+          "subtitle": "Ready for next patient"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "patientCheckIn",
+          "buttons": "checkin-buttons",
+          "fields": ["fc-patient", "fc-appt-time", "fc-room"]
+        },
+        {
+          "id": "fc-patient",
+          "component": "FormControl",
+          "label": "Patient",
+          "hint": "Select the patient who has arrived",
+          "input": "checkin-patient-select"
+        },
+        {
+          "id": "checkin-patient-select",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Choose patient…",
+          "items": ["ci-p1", "ci-p2", "ci-p3", "ci-p4"]
+        },
+        { "id": "ci-p1", "component": "SelectItem", "value": "priya", "label": "Priya Shah — 11:00 AM" },
+        { "id": "ci-p2", "component": "SelectItem", "value": "robert", "label": "Robert Lee — 11:30 AM" },
+        { "id": "ci-p3", "component": "SelectItem", "value": "elena", "label": "Elena Petrov — 01:00 PM" },
+        { "id": "ci-p4", "component": "SelectItem", "value": "david", "label": "David Kim — 01:30 PM" },
+        {
+          "id": "fc-appt-time",
+          "component": "FormControl",
+          "label": "Arrival Time",
+          "input": "checkin-time"
+        },
+        {
+          "id": "checkin-time",
+          "component": "Input",
+          "name": "arrivalTime",
+          "type": "text",
+          "placeholder": "e.g. 10:55 AM"
+        },
+        {
+          "id": "fc-room",
+          "component": "FormControl",
+          "label": "Assign Room",
+          "input": "checkin-room-select"
+        },
+        {
+          "id": "checkin-room-select",
+          "component": "Select",
+          "name": "room",
+          "placeholder": "Assign a free room…",
+          "items": ["cr-r2", "cr-r4", "cr-r5"]
+        },
+        { "id": "cr-r2", "component": "SelectItem", "value": "room2", "label": "Room 2 (Free)" },
+        { "id": "cr-r4", "component": "SelectItem", "value": "room4", "label": "Room 4 (Free)" },
+        { "id": "cr-r5", "component": "SelectItem", "value": "room5", "label": "Room 5 (Free)" },
+        {
+          "id": "checkin-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-checkin", "btn-checkin-cancel"]
+        },
+        {
+          "id": "btn-checkin",
+          "component": "Button",
+          "label": "Check In Patient",
+          "variant": "primary",
+          "action": ["checkInPatient"]
+        },
+        {
+          "id": "btn-checkin-cancel",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "action": ["clearForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Today's appointments** — the "Today's Appointments" table with time, patient, provider, and status columns.
+2. **Patients expected** — the "Patients Expected Today" stat card (24, with checked-in/remaining breakdown).
+3. **No-show rate this month** — the dedicated stat card showing 8.5% with a progress bar.
+4. **Rooms free right now** — the "Rooms Free Right Now" card plus a detailed "Room Availability" tab.
+5. **Next patient called out** — the highlighted info callout ("Now Calling: Maria Gonzalez").
+6. **Check a patient in** — the check-in form (patient, arrival time, room assignment, submit).
+7. **Move to another day** — the day-navigation bar with Previous / Pick a date / Next controls.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..db6b9194c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r1.txt
@@ -0,0 +1,342 @@
+Here's a comprehensive content studio dashboard covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "content-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topActions", "filterCard", "metricsRow", "mostRead", "readershipChart", "draftsSection", "scheduleSection", "commentsSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Content Studio",
+          "subtitle": "Manage drafts, schedules, and readership at a glance"
+        },
+        {
+          "id": "topActions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["newDraftBtn"]
+        },
+        {
+          "id": "newDraftBtn",
+          "component": "Button",
+          "label": "＋ Start New Draft",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["start_new_draft"]
+        },
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["categoryFilter", "applyFilterBtn"]
+        },
+        {
+          "id": "categoryFilter",
+          "component": "FormControl",
+          "label": "Narrow by Category",
+          "hint": "Filter all content below by topic",
+          "input": "categorySelect"
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All categories",
+          "size": "medium",
+          "items": ["catAll", "catTech", "catBusiness", "catCulture", "catOpinion", "catScience"]
+        },
+        { "id": "catAll", "component": "SelectItem", "value": "all", "label": "All Categories" },
+        { "id": "catTech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+        { "id": "catBusiness", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "catCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "catOpinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        { "id": "catScience", "component": "SelectItem", "value": "science", "label": "Science" },
+        {
+          "id": "applyFilterBtn",
+          "component": "Button",
+          "label": "Apply Filter",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["apply_category_filter"]
+        },
+        {
+          "id": "metricsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["publishedCard", "commentsMetricCard"]
+        },
+        {
+          "id": "publishedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["publishedLabel", "publishedValue", "publishedBadge"]
+        },
+        { "id": "publishedLabel", "component": "TextContent", "text": "Published This Week", "size": "small" },
+        { "id": "publishedValue", "component": "Heading", "text": "12", "level": "h1" },
+        { "id": "publishedBadge", "component": "Badge", "text": "+3 vs last week", "variant": "secondary" },
+        {
+          "id": "commentsMetricCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["commentsMetricLabel", "commentsMetricValue", "commentsMetricBadge"]
+        },
+        { "id": "commentsMetricLabel", "component": "TextContent", "text": "Comments Awaiting Reply", "size": "small" },
+        { "id": "commentsMetricValue", "component": "Heading", "text": "8", "level": "h1" },
+        { "id": "commentsMetricBadge", "component": "Badge", "text": "Needs attention", "variant": "destructive" },
+        {
+          "id": "mostRead",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["mostReadHeader", "mostReadTitle", "mostReadStats", "mostReadTags"]
+        },
+        {
+          "id": "mostReadHeader",
+          "component": "CardHeader",
+          "title": "Most-Read This Month",
+          "subtitle": "Top performing article by unique readers"
+        },
+        { "id": "mostReadTitle", "component": "Heading", "text": "The Quiet Revolution in Local Journalism", "level": "h3" },
+        { "id": "mostReadStats", "component": "TextContent", "text": "**48,210** reads · **6:32** avg. time on page · **312** shares", "size": "default" },
+        { "id": "mostReadTags", "component": "TagBlock", "tags": ["Culture", "Featured", "Long-read"] },
+        {
+          "id": "readershipChart",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["readershipHeader", "readershipLine"]
+        },
+        {
+          "id": "readershipHeader",
+          "component": "CardHeader",
+          "title": "Readership — Past 30 Days",
+          "subtitle": "Daily unique readers"
+        },
+        {
+          "id": "readershipLine",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Readers",
+          "labels": ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"],
+          "series": ["readershipSeries"]
+        },
+        {
+          "id": "readershipSeries",
+          "component": "Series",
+          "category": "Unique Readers",
+          "values": [3200, 4100, 3800, 5200, 4900, 6100, 7300]
+        },
+        {
+          "id": "draftsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["draftsHeader", "draftsTable"]
+        },
+        {
+          "id": "draftsHeader",
+          "component": "CardHeader",
+          "title": "Drafts",
+          "subtitle": "Current work-in-progress with status"
+        },
+        {
+          "id": "draftsTable",
+          "component": "Table",
+          "columns": ["draftTitleCol", "draftAuthorCol", "draftStatusCol", "draftUpdatedCol"]
+        },
+        {
+          "id": "draftTitleCol",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["AI in the Newsroom", "City Budget Explained", "Interview: Local Mayor", "Weekend Reads Roundup"]
+        },
+        {
+          "id": "draftAuthorCol",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": ["R. Nolan", "S. Park", "M. Diaz", "J. Okafor"]
+        },
+        {
+          "id": "draftStatusCol",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Review", "Editing", "Awaiting Approval", "Draft"]
+        },
+        {
+          "id": "draftUpdatedCol",
+          "component": "Col",
+          "label": "Last Updated",
+          "type": "string",
+          "data": ["2h ago", "5h ago", "Yesterday", "3 days ago"]
+        },
+        {
+          "id": "scheduleSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["scheduleHeader", "scheduleForm"]
+        },
+        {
+          "id": "scheduleHeader",
+          "component": "CardHeader",
+          "title": "Schedule a Piece",
+          "subtitle": "Set a title and publish date"
+        },
+        {
+          "id": "scheduleForm",
+          "component": "Form",
+          "name": "scheduleForm",
+          "buttons": "scheduleFormButtons",
+          "fields": ["scheduleTitleControl", "scheduleDateControl", "scheduleCategoryControl"]
+        },
+        {
+          "id": "scheduleTitleControl",
+          "component": "FormControl",
+          "label": "Title",
+          "input": "scheduleTitleInput"
+        },
+        {
+          "id": "scheduleTitleInput",
+          "component": "Input",
+          "name": "title",
+          "type": "text",
+          "placeholder": "Enter the article title"
+        },
+        {
+          "id": "scheduleDateControl",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "scheduleDatePicker"
+        },
+        {
+          "id": "scheduleDatePicker",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "scheduleCategoryControl",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "scheduleCategorySelect"
+        },
+        {
+          "id": "scheduleCategorySelect",
+          "component": "Select",
+          "name": "scheduleCategory",
+          "placeholder": "Choose category",
+          "items": ["sCatTech", "sCatBusiness", "sCatCulture", "sCatOpinion", "sCatScience"]
+        },
+        { "id": "sCatTech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+        { "id": "sCatBusiness", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "sCatCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "sCatOpinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        { "id": "sCatScience", "component": "SelectItem", "value": "science", "label": "Science" },
+        {
+          "id": "scheduleFormButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["scheduleSubmitBtn"]
+        },
+        {
+          "id": "scheduleSubmitBtn",
+          "component": "Button",
+          "label": "Schedule Publish",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["schedule_piece"]
+        },
+        {
+          "id": "commentsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["commentsHeader", "commentsList"]
+        },
+        {
+          "id": "commentsHeader",
+          "component": "CardHeader",
+          "title": "Comments Awaiting Reply",
+          "subtitle": "Reader comments that need a response"
+        },
+        {
+          "id": "commentsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment1", "comment2", "comment3"]
+        },
+        {
+          "id": "comment1",
+          "component": "ListItem",
+          "title": "\"Great piece, but where's the data source?\"",
+          "subtitle": "On 'The Quiet Revolution' · 1h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment2",
+          "component": "ListItem",
+          "title": "\"Could you cover the housing angle next?\"",
+          "subtitle": "On 'City Budget Explained' · 4h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment3",
+          "component": "ListItem",
+          "title": "\"Loved the interview — any follow-up planned?\"",
+          "subtitle": "On 'Interview: Local Mayor' · Yesterday",
+          "actionLabel": "Reply"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every numbered item:
+
+1. **Drafts with status** — a table listing each draft with author, status, and last-updated
+2. **Published this week** — a metric card showing 12 pieces with a week-over-week badge
+3. **Most-read article this month** — a highlighted card with reads, engagement, and tags
+4. **Readership over 30 days** — a line chart of daily unique readers
+5. **Narrow by category** — a category selector with an apply-filter button
+6. **Schedule a piece** — a form with title input, publish-date picker, and category
+7. **Comments awaiting reply** — a numbered list with reply actions
+8. **Start a new draft** — a prominent primary button at the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..a8fc40891
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r2.txt
@@ -0,0 +1,377 @@
+Here's a complete content studio screen covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "content-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear",
+          "children": [
+            "header",
+            "top-actions",
+            "filter-card",
+            "metrics-row",
+            "most-read-card",
+            "readership-card",
+            "drafts-card",
+            "schedule-card",
+            "comments-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Content Studio",
+          "subtitle": "Your editorial dashboard at a glance"
+        },
+        {
+          "id": "top-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["new-draft-btn"]
+        },
+        {
+          "id": "new-draft-btn",
+          "component": "Button",
+          "label": "Start New Draft",
+          "variant": "primary",
+          "action": ["startNewDraft"]
+        },
+        {
+          "id": "filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["filter-label", "category-filter"]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Narrow by category"
+        },
+        {
+          "id": "category-filter",
+          "component": "Select",
+          "name": "categoryFilter",
+          "placeholder": "All categories",
+          "items": [
+            "cat-all",
+            "cat-news",
+            "cat-opinion",
+            "cat-features",
+            "cat-tech",
+            "cat-culture"
+          ]
+        },
+        { "id": "cat-all", "component": "SelectItem", "value": "all", "label": "All categories" },
+        { "id": "cat-news", "component": "SelectItem", "value": "news", "label": "News" },
+        { "id": "cat-opinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        { "id": "cat-features", "component": "SelectItem", "value": "features", "label": "Features" },
+        { "id": "cat-tech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+        { "id": "cat-culture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["published-card", "comments-metric-card", "drafts-metric-card"]
+        },
+        {
+          "id": "published-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["published-label", "published-value", "published-tag"]
+        },
+        { "id": "published-label", "component": "TextContent", "text": "Published This Week", "size": "small" },
+        { "id": "published-value", "component": "Heading", "text": "12", "level": "h2" },
+        { "id": "published-tag", "component": "Tag", "text": "+3 vs last week", "variant": "success", "size": "sm" },
+
+        {
+          "id": "comments-metric-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["comments-metric-label", "comments-metric-value", "comments-metric-tag"]
+        },
+        { "id": "comments-metric-label", "component": "TextContent", "text": "Awaiting Reply", "size": "small" },
+        { "id": "comments-metric-value", "component": "Heading", "text": "5", "level": "h2" },
+        { "id": "comments-metric-tag", "component": "Tag", "text": "Needs attention", "variant": "warning", "size": "sm" },
+
+        {
+          "id": "drafts-metric-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["drafts-metric-label", "drafts-metric-value", "drafts-metric-tag"]
+        },
+        { "id": "drafts-metric-label", "component": "TextContent", "text": "Open Drafts", "size": "small" },
+        { "id": "drafts-metric-value", "component": "Heading", "text": "4", "level": "h2" },
+        { "id": "drafts-metric-tag", "component": "Tag", "text": "In progress", "variant": "info", "size": "sm" },
+
+        {
+          "id": "most-read-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["most-read-header", "most-read-title", "most-read-stats", "most-read-tag"]
+        },
+        {
+          "id": "most-read-header",
+          "component": "CardHeader",
+          "title": "Most-Read Article This Month",
+          "subtitle": "Top performer across all categories"
+        },
+        {
+          "id": "most-read-title",
+          "component": "Heading",
+          "text": "\"The Quiet Revolution in Local Journalism\"",
+          "level": "h3"
+        },
+        {
+          "id": "most-read-stats",
+          "component": "TextContent",
+          "text": "**48,320** reads · **1,204** shares · Published in Features",
+          "size": "default"
+        },
+        { "id": "most-read-tag", "component": "Tag", "text": "#1 this month", "variant": "success", "size": "md" },
+
+        {
+          "id": "readership-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["readership-header", "readership-chart"]
+        },
+        {
+          "id": "readership-header",
+          "component": "CardHeader",
+          "title": "Readership — Past 30 Days",
+          "subtitle": "Daily unique readers"
+        },
+        {
+          "id": "readership-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Readers",
+          "labels": ["Wk1", "Wk2", "Wk3", "Wk4", "Wk5"],
+          "series": ["readership-series"]
+        },
+        {
+          "id": "readership-series",
+          "component": "Series",
+          "category": "Readers",
+          "values": [8200, 9600, 11200, 10400, 12800]
+        },
+
+        {
+          "id": "drafts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["drafts-header", "drafts-table"]
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "Drafts",
+          "subtitle": "Current status of every open draft"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": ["draft-col-title", "draft-col-category", "draft-col-status", "draft-col-updated"]
+        },
+        {
+          "id": "draft-col-title",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": [
+            "Rethinking City Transit",
+            "Profile: The Midnight Baker",
+            "AI in the Newsroom",
+            "Election Aftermath Analysis"
+          ]
+        },
+        {
+          "id": "draft-col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["News", "Features", "Technology", "Opinion"]
+        },
+        {
+          "id": "draft-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Review", "Writing", "Editing", "Ready to Schedule"]
+        },
+        {
+          "id": "draft-col-updated",
+          "component": "Col",
+          "label": "Last Updated",
+          "type": "string",
+          "data": ["2h ago", "Yesterday", "3 days ago", "Today"]
+        },
+
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["schedule-header", "schedule-form"]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "Schedule a Piece",
+          "subtitle": "Queue an article for publication"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "scheduleForm",
+          "buttons": "schedule-buttons",
+          "fields": ["schedule-title-control", "schedule-date-control"]
+        },
+        {
+          "id": "schedule-title-control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "schedule-title-input"
+        },
+        {
+          "id": "schedule-title-input",
+          "component": "Input",
+          "name": "scheduleTitle",
+          "type": "text",
+          "placeholder": "Enter the article title"
+        },
+        {
+          "id": "schedule-date-control",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "schedule-date-input"
+        },
+        {
+          "id": "schedule-date-input",
+          "component": "DatePicker",
+          "name": "scheduleDate",
+          "mode": "single"
+        },
+        {
+          "id": "schedule-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["schedule-submit"]
+        },
+        {
+          "id": "schedule-submit",
+          "component": "Button",
+          "label": "Schedule Piece",
+          "variant": "primary",
+          "action": ["schedulePiece"]
+        },
+
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["comments-header", "comments-list"]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "Comments Awaiting Reply",
+          "subtitle": "5 reader comments need a response"
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4", "comment-5"]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "Maria L. on \"Rethinking City Transit\"",
+          "subtitle": "\"Great points — but what about rural routes?\"",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "James P. on \"AI in the Newsroom\"",
+          "subtitle": "\"Do you have a source for that 40% stat?\"",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "Aisha K. on \"The Midnight Baker\"",
+          "subtitle": "\"Loved this profile. Any follow-up planned?\"",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "Tom R. on \"Election Aftermath\"",
+          "subtitle": "\"Disagree with the framing here...\"",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-5",
+          "component": "ListItem",
+          "title": "Nina S. on \"Local Journalism\"",
+          "subtitle": "\"Can I republish this with attribution?\"",
+          "actionLabel": "Reply"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered requirement:
+
+1. **Drafts with status** — the Drafts table shows title, category, status, and last-updated for each.
+2. **Published this week** — the "Published This Week" metric card (12, +3 vs last week).
+3. **Most-read article this month** — a dedicated card highlighting the top performer with reads and shares.
+4. **Readership over 30 days** — an area chart of daily unique readers.
+5. **Narrow by category** — the category filter dropdown near the top.
+6. **Schedule a piece** — a form with a title input and a publish-date picker.
+7. **Comments awaiting reply** — a numbered list with reply actions plus an at-a-glance metric.
+8. **Start a new draft** — the primary "Start New Draft" button at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..41e2fd05d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r3.txt
@@ -0,0 +1,362 @@
+Here's a complete content studio editor screen covering all eight items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "content-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topRow", "filterCard", "readershipCard", "draftsCard", "bottomRow", "scheduleCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Content Studio",
+          "subtitle": "Editorial dashboard and workflow"
+        },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["publishedCard", "topArticleCard", "newDraftCard"]
+        },
+
+        {
+          "id": "publishedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["publishedHeading", "publishedCount", "publishedNote"]
+        },
+        {
+          "id": "publishedHeading",
+          "component": "TextContent",
+          "text": "Published This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "publishedCount",
+          "component": "Heading",
+          "text": "14",
+          "level": "h1"
+        },
+        {
+          "id": "publishedNote",
+          "component": "TextContent",
+          "text": "+3 vs. last week",
+          "size": "small"
+        },
+
+        {
+          "id": "topArticleCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["topArticleHeading", "topArticleTitle", "topArticleStats"]
+        },
+        {
+          "id": "topArticleHeading",
+          "component": "TextContent",
+          "text": "Most-Read This Month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "topArticleTitle",
+          "component": "TextContent",
+          "text": "**The Future of Remote Work Culture**",
+          "size": "large"
+        },
+        {
+          "id": "topArticleStats",
+          "component": "TextContent",
+          "text": "48,290 reads · 6 min average time",
+          "size": "small"
+        },
+
+        {
+          "id": "newDraftCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "justify": "center",
+          "weight": 1,
+          "children": ["newDraftHeading", "newDraftButtons"]
+        },
+        {
+          "id": "newDraftHeading",
+          "component": "TextContent",
+          "text": "Start Something New",
+          "size": "small-heavy"
+        },
+        {
+          "id": "newDraftButtons",
+          "component": "Buttons",
+          "buttons": ["newDraftBtn"]
+        },
+        {
+          "id": "newDraftBtn",
+          "component": "Button",
+          "label": "+ New Draft",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["createNewDraft"]
+        },
+
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["filterControl"]
+        },
+        {
+          "id": "filterControl",
+          "component": "FormControl",
+          "label": "Filter by Category",
+          "hint": "Narrow all content below by topic",
+          "input": "categorySelect"
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All categories",
+          "items": ["catAll", "catTech", "catBusiness", "catCulture", "catOpinion", "catHowto"]
+        },
+        { "id": "catAll", "component": "SelectItem", "value": "all", "label": "All categories" },
+        { "id": "catTech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+        { "id": "catBusiness", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "catCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "catOpinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        { "id": "catHowto", "component": "SelectItem", "value": "howto", "label": "How-To" },
+
+        {
+          "id": "readershipCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["readershipHeader", "readershipChart"]
+        },
+        {
+          "id": "readershipHeader",
+          "component": "CardHeader",
+          "title": "Readership — Past 30 Days",
+          "subtitle": "Daily unique readers"
+        },
+        {
+          "id": "readershipChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Readers",
+          "labels": ["Wk 1", "Wk 1", "Wk 1", "Wk 1", "Wk 2", "Wk 2", "Wk 2", "Wk 2", "Wk 3", "Wk 3", "Wk 3", "Wk 3", "Wk 4", "Wk 4", "Wk 4", "Wk 4"],
+          "series": ["readershipSeries"]
+        },
+        {
+          "id": "readershipSeries",
+          "component": "Series",
+          "category": "Readers",
+          "values": [3200, 3800, 3500, 4100, 4500, 4200, 4800, 5100, 4900, 5400, 5800, 5600, 6200, 6000, 6700, 7100]
+        },
+
+        {
+          "id": "draftsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["draftsHeader", "draftsTable"]
+        },
+        {
+          "id": "draftsHeader",
+          "component": "CardHeader",
+          "title": "Drafts",
+          "subtitle": "Current work in progress"
+        },
+        {
+          "id": "draftsTable",
+          "component": "Table",
+          "columns": ["draftColTitle", "draftColAuthor", "draftColCategory", "draftColStatus"]
+        },
+        {
+          "id": "draftColTitle",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["AI in Newsrooms", "Weekend Reads: Books", "The Case for 4-Day Weeks", "Interview: City Planner", "Guide to Home Espresso"]
+        },
+        {
+          "id": "draftColAuthor",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": ["M. Rivera", "J. Chen", "A. Okafor", "L. Petrova", "S. Nguyen"]
+        },
+        {
+          "id": "draftColCategory",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Technology", "Culture", "Opinion", "Business", "How-To"]
+        },
+        {
+          "id": "draftColStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["In Review", "Needs Edits", "Ready to Publish", "Writing", "Fact-Checking"]
+        },
+
+        {
+          "id": "bottomRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["commentsCard"]
+        },
+        {
+          "id": "commentsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["commentsHeader", "commentsList"]
+        },
+        {
+          "id": "commentsHeader",
+          "component": "CardHeader",
+          "title": "Comments Awaiting Reply",
+          "subtitle": "3 pending moderation"
+        },
+        {
+          "id": "commentsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment1", "comment2", "comment3"]
+        },
+        {
+          "id": "comment1",
+          "component": "ListItem",
+          "title": "\"Do you have sources for the productivity claims?\"",
+          "subtitle": "on 'The Case for 4-Day Weeks' · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment2",
+          "component": "ListItem",
+          "title": "\"Great piece — any follow-up planned?\"",
+          "subtitle": "on 'AI in Newsrooms' · 5h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment3",
+          "component": "ListItem",
+          "title": "\"I disagree with point three, here's why...\"",
+          "subtitle": "on 'Remote Work Culture' · 1d ago",
+          "actionLabel": "Reply"
+        },
+
+        {
+          "id": "scheduleCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["scheduleHeader", "scheduleForm"]
+        },
+        {
+          "id": "scheduleHeader",
+          "component": "CardHeader",
+          "title": "Schedule a Piece",
+          "subtitle": "Queue an article for publication"
+        },
+        {
+          "id": "scheduleForm",
+          "component": "Form",
+          "name": "scheduleForm",
+          "buttons": "scheduleButtons",
+          "fields": ["scheduleTitleControl", "scheduleDateControl"]
+        },
+        {
+          "id": "scheduleTitleControl",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "scheduleTitleInput"
+        },
+        {
+          "id": "scheduleTitleInput",
+          "component": "Input",
+          "name": "articleTitle",
+          "type": "text",
+          "placeholder": "Enter the article title"
+        },
+        {
+          "id": "scheduleDateControl",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "scheduleDatePicker"
+        },
+        {
+          "id": "scheduleDatePicker",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "scheduleButtons",
+          "component": "Buttons",
+          "buttons": ["scheduleSubmitBtn"]
+        },
+        {
+          "id": "scheduleSubmitBtn",
+          "component": "Button",
+          "label": "Schedule Publication",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["schedulePiece"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every numbered requirement:
+
+1. **Drafts with status** — the Drafts table lists each piece with author, category, and a status column (In Review, Needs Edits, Ready to Publish, etc.).
+2. **Published this week** — the "Published This Week" metric card shows 14 with a week-over-week comparison.
+3. **Most-read article this month** — highlighted in its own card with read count and average time.
+4. **Readership over 30 days** — an area chart tracking daily unique readers.
+5. **Narrow by category** — the category Select filter at the top.
+6. **Schedule a piece** — a form with a title input and a publish-date picker.
+7. **Comments awaiting reply** — a numbered list with reply actions.
+8. **Start a new draft** — the "+ New Draft" primary button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..2b4046299
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-content__r4.txt
@@ -0,0 +1,411 @@
+Here's a comprehensive content studio dashboard covering all your requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "content-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topRow", "filterAndReadership", "scheduleAndComments", "startDraft"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Content Studio",
+          "subtitle": "Manage drafts, publishing, and reader engagement"
+        },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["draftsCard", "statsColumn"]
+        },
+
+        {
+          "id": "draftsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["draftsHeading", "draftsTable"]
+        },
+        {
+          "id": "draftsHeading",
+          "component": "Heading",
+          "text": "Drafts",
+          "level": "h3"
+        },
+        {
+          "id": "draftsTable",
+          "component": "Table",
+          "columns": ["colTitle", "colStatus", "colUpdated"]
+        },
+        {
+          "id": "colTitle",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": [
+            "The Future of Remote Work",
+            "10 SEO Myths Debunked",
+            "Interview: Climate Scientists Speak",
+            "A Beginner's Guide to Kubernetes",
+            "Why Newsletters Still Matter"
+          ]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": [
+            "In Review",
+            "Needs Edits",
+            "Ready to Publish",
+            "Writing",
+            "Awaiting Approval"
+          ]
+        },
+        {
+          "id": "colUpdated",
+          "component": "Col",
+          "label": "Last Updated",
+          "type": "string",
+          "data": ["2h ago", "Yesterday", "3 days ago", "Today", "5 days ago"]
+        },
+
+        {
+          "id": "statsColumn",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["publishedCard", "mostReadCard"]
+        },
+        {
+          "id": "publishedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["publishedLabel", "publishedValue", "publishedSub"]
+        },
+        {
+          "id": "publishedLabel",
+          "component": "TextContent",
+          "text": "Published This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "publishedValue",
+          "component": "Heading",
+          "text": "7 pieces",
+          "level": "h2"
+        },
+        {
+          "id": "publishedSub",
+          "component": "Badge",
+          "text": "+2 vs last week",
+          "variant": "secondary"
+        },
+
+        {
+          "id": "mostReadCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["mostReadLabel", "mostReadTitle", "mostReadStat"]
+        },
+        {
+          "id": "mostReadLabel",
+          "component": "TextContent",
+          "text": "Most-Read This Month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "mostReadTitle",
+          "component": "TextContent",
+          "text": "**How AI Is Reshaping Journalism**",
+          "size": "large"
+        },
+        {
+          "id": "mostReadStat",
+          "component": "Tag",
+          "text": "84,210 reads",
+          "variant": "success",
+          "icon": "trending-up"
+        },
+
+        {
+          "id": "filterAndReadership",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["filterCard", "readershipCard"]
+        },
+
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["filterHeading", "categoryForm"]
+        },
+        {
+          "id": "filterHeading",
+          "component": "Heading",
+          "text": "Narrow by Category",
+          "level": "h4"
+        },
+        {
+          "id": "categoryForm",
+          "component": "Form",
+          "name": "categoryFilter",
+          "fields": ["categoryControl"],
+          "buttons": "categoryButtons"
+        },
+        {
+          "id": "categoryControl",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "categorySelect",
+          "hint": "Filter content by topic"
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All Categories",
+          "items": ["catAll", "catTech", "catBusiness", "catCulture", "catScience", "catOpinion"]
+        },
+        { "id": "catAll", "component": "SelectItem", "value": "all", "label": "All Categories" },
+        { "id": "catTech", "component": "SelectItem", "value": "tech", "label": "Technology" },
+        { "id": "catBusiness", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "catCulture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "catScience", "component": "SelectItem", "value": "science", "label": "Science" },
+        { "id": "catOpinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        {
+          "id": "categoryButtons",
+          "component": "Buttons",
+          "buttons": ["applyFilterBtn"]
+        },
+        {
+          "id": "applyFilterBtn",
+          "component": "Button",
+          "label": "Apply Filter",
+          "variant": "secondary",
+          "action": ["applyCategoryFilter"]
+        },
+
+        {
+          "id": "readershipCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["readershipHeading", "readershipChart"]
+        },
+        {
+          "id": "readershipHeading",
+          "component": "Heading",
+          "text": "Readership — Past 30 Days",
+          "level": "h4"
+        },
+        {
+          "id": "readershipChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Readers",
+          "labels": [
+            "Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"
+          ],
+          "series": ["readershipSeries"]
+        },
+        {
+          "id": "readershipSeries",
+          "component": "Series",
+          "category": "Daily Readers",
+          "values": [4200, 5100, 4800, 6300, 7100, 6800, 8200]
+        },
+
+        {
+          "id": "scheduleAndComments",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["scheduleCard", "commentsCard"]
+        },
+
+        {
+          "id": "scheduleCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduleHeading", "scheduleForm"]
+        },
+        {
+          "id": "scheduleHeading",
+          "component": "Heading",
+          "text": "Schedule a Piece",
+          "level": "h4"
+        },
+        {
+          "id": "scheduleForm",
+          "component": "Form",
+          "name": "schedulePiece",
+          "fields": ["scheduleTitleControl", "scheduleDateControl"],
+          "buttons": "scheduleButtons"
+        },
+        {
+          "id": "scheduleTitleControl",
+          "component": "FormControl",
+          "label": "Title",
+          "input": "scheduleTitleInput"
+        },
+        {
+          "id": "scheduleTitleInput",
+          "component": "Input",
+          "name": "pieceTitle",
+          "type": "text",
+          "placeholder": "Enter article title"
+        },
+        {
+          "id": "scheduleDateControl",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "scheduleDatePicker",
+          "hint": "When should this go live?"
+        },
+        {
+          "id": "scheduleDatePicker",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "scheduleButtons",
+          "component": "Buttons",
+          "buttons": ["scheduleSubmitBtn"]
+        },
+        {
+          "id": "scheduleSubmitBtn",
+          "component": "Button",
+          "label": "Schedule Piece",
+          "variant": "primary",
+          "action": ["schedulePiece"]
+        },
+
+        {
+          "id": "commentsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["commentsHeading", "commentsList"]
+        },
+        {
+          "id": "commentsHeading",
+          "component": "Heading",
+          "text": "Comments Awaiting Reply",
+          "level": "h4"
+        },
+        {
+          "id": "commentsList",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["comment1", "comment2", "comment3"]
+        },
+        {
+          "id": "comment1",
+          "component": "ListItem",
+          "title": "\"Great point about hybrid teams!\"",
+          "subtitle": "on 'The Future of Remote Work' · 12m ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment2",
+          "component": "ListItem",
+          "title": "\"Do you have a source for this stat?\"",
+          "subtitle": "on 'How AI Is Reshaping Journalism' · 1h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment3",
+          "component": "ListItem",
+          "title": "\"Would love a follow-up on this.\"",
+          "subtitle": "on '10 SEO Myths Debunked' · 3h ago",
+          "actionLabel": "Reply"
+        },
+
+        {
+          "id": "startDraft",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["startDraftText", "startDraftBtn"]
+        },
+        {
+          "id": "startDraftText",
+          "component": "TextContent",
+          "text": "**Have an idea?** Start writing something new.",
+          "size": "large"
+        },
+        {
+          "id": "startDraftBtn",
+          "component": "Button",
+          "label": "＋ New Draft",
+          "variant": "primary",
+          "size": "large",
+          "action": ["createNewDraft"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Drafts with status** — a table listing each draft with its status (In Review, Needs Edits, Ready to Publish, etc.) and last-updated time.
+2. **Published this week** — a stat card showing 7 pieces with a week-over-week trend badge.
+3. **Most-read this month** — a highlighted card featuring the top article and its read count.
+4. **Readership over 30 days** — an area chart trending daily readers.
+5. **Narrow by category** — a category filter form with a dropdown and apply button.
+6. **Schedule a piece** — a form with a title input and a publish-date picker.
+7. **Comments awaiting reply** — a list of pending comments each with a Reply action.
+8. **Start a new draft** — a prominent call-to-action bar with a "New Draft" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..0a34a71a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r1.txt
@@ -0,0 +1,104 @@
+Here's a comprehensive account page covering all nine requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "kpiRow", "renewalAlert", "mainTabs", "actionsCard"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Northwind Logistics", "subtitle": "Account Owner: Sarah Chen" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpiDealValue", "kpiStage", "kpiRenewal"] },
+
+        { "id": "kpiDealValue", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["dealValueLabel", "dealValueAmount"] },
+        { "id": "dealValueLabel", "component": "TextContent", "text": "Total Deal Value", "size": "small" },
+        { "id": "dealValueAmount", "component": "Heading", "text": "$248,000", "level": "h2" },
+
+        { "id": "kpiStage", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["stageLabel", "stageBadge", "stageProgress"] },
+        { "id": "stageLabel", "component": "TextContent", "text": "Current Deal Stage", "size": "small" },
+        { "id": "stageBadge", "component": "Badge", "text": "Negotiation", "variant": "default" },
+        { "id": "stageProgress", "component": "Progress", "value": 70, "label": "70% to close" },
+
+        { "id": "kpiRenewal", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["renewalLabel", "renewalDate", "renewalTag"] },
+        { "id": "renewalLabel", "component": "TextContent", "text": "Renewal Date", "size": "small" },
+        { "id": "renewalDate", "component": "Heading", "text": "Jun 12, 2025", "level": "h3" },
+        { "id": "renewalTag", "component": "Tag", "text": "Due in 18 days", "variant": "warning", "size": "sm" },
+
+        { "id": "renewalAlert", "component": "Alert", "variant": "warning", "title": "Renewal Approaching", "description": "This account renews on Jun 12, 2025 — only 18 days away. Confirm terms and secure the renewal before expiration." },
+
+        { "id": "mainTabs", "component": "Tabs", "items": ["tabActivity", "tabContacts", "tabFollowups"] },
+
+        { "id": "tabActivity", "component": "TabItem", "value": "activity", "trigger": "Recent Activity", "content": ["activitySteps"] },
+        { "id": "activitySteps", "component": "Steps", "items": ["act1", "act2", "act3", "act4"] },
+        { "id": "act1", "component": "StepsItem", "title": "Proposal sent — May 22", "details": "Sent revised pricing proposal to procurement team." },
+        { "id": "act2", "component": "StepsItem", "title": "Discovery call — May 18", "details": "45-min call with VP Operations on integration needs." },
+        { "id": "act3", "component": "StepsItem", "title": "Email exchange — May 14", "details": "Clarified SLA and support tiers with account owner." },
+        { "id": "act4", "component": "StepsItem", "title": "Demo delivered — May 9", "details": "Product demo for logistics dashboard to 6 stakeholders." },
+
+        { "id": "tabContacts", "component": "TabItem", "value": "contacts", "trigger": "Contacts", "content": ["contactsTable"] },
+        { "id": "contactsTable", "component": "Table", "columns": ["colName", "colRole", "colEmail"] },
+        { "id": "colName", "component": "Col", "label": "Name", "type": "string", "data": ["David Okafor", "Marta Reyes", "James Liu", "Priya Nair"] },
+        { "id": "colRole", "component": "Col", "label": "Role", "type": "string", "data": ["VP Operations (Decision Maker)", "Procurement Lead", "IT Director (Technical Buyer)", "Finance Manager (Approver)"] },
+        { "id": "colEmail", "component": "Col", "label": "Email", "type": "string", "data": ["d.okafor@northwind.com", "m.reyes@northwind.com", "j.liu@northwind.com", "p.nair@northwind.com"] },
+
+        { "id": "tabFollowups", "component": "TabItem", "value": "followups", "trigger": "Open Follow-ups", "content": ["followupsList"] },
+        { "id": "followupsList", "component": "ListBlock", "variant": "number", "items": ["fu1", "fu2", "fu3"] },
+        { "id": "fu1", "component": "ListItem", "title": "Send updated contract draft", "subtitle": "Due: May 27, 2025", "actionLabel": "Complete" },
+        { "id": "fu2", "component": "ListItem", "title": "Schedule renewal review with finance", "subtitle": "Due: May 30, 2025", "actionLabel": "Complete" },
+        { "id": "fu3", "component": "ListItem", "title": "Follow up on security questionnaire", "subtitle": "Due: Jun 3, 2025", "actionLabel": "Complete" },
+
+        { "id": "actionsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["actionsHeader", "noteForm", "logCallDialog"] },
+        { "id": "actionsHeader", "component": "CardHeader", "title": "Quick Actions", "subtitle": "Jot a note or log a call" },
+
+        { "id": "noteForm", "component": "Form", "name": "quickNote", "buttons": "noteButtons", "fields": ["noteControl"] },
+        { "id": "noteControl", "component": "FormControl", "label": "Add a Note", "input": "noteInput", "hint": "Notes are saved to the account timeline." },
+        { "id": "noteInput", "component": "TextArea", "name": "note", "placeholder": "Jot a quick note about this account...", "rows": 3 },
+        { "id": "noteButtons", "component": "Buttons", "buttons": ["saveNoteBtn"] },
+        { "id": "saveNoteBtn", "component": "Button", "label": "Save Note", "variant": "primary", "action": ["saveNote"] },
+
+        { "id": "logCallDialog", "component": "DialogBlock", "triggerLabel": "Log a Call", "triggerVariant": "secondary", "title": "Log a Call", "description": "Record details of a call with this account.", "content": ["callForm"] },
+        { "id": "callForm", "component": "Form", "name": "logCall", "buttons": "callButtons", "fields": ["callContactControl", "callDateControl", "callOutcomeControl", "callNotesControl"] },
+        { "id": "callContactControl", "component": "FormControl", "label": "Contact", "input": "callContactSelect" },
+        { "id": "callContactSelect", "component": "Select", "name": "contact", "placeholder": "Select a contact", "items": ["cc1", "cc2", "cc3", "cc4"] },
+        { "id": "cc1", "component": "SelectItem", "value": "david", "label": "David Okafor" },
+        { "id": "cc2", "component": "SelectItem", "value": "marta", "label": "Marta Reyes" },
+        { "id": "cc3", "component": "SelectItem", "value": "james", "label": "James Liu" },
+        { "id": "cc4", "component": "SelectItem", "value": "priya", "label": "Priya Nair" },
+        { "id": "callDateControl", "component": "FormControl", "label": "Call Date", "input": "callDatePicker" },
+        { "id": "callDatePicker", "component": "DatePicker", "name": "callDate", "mode": "single" },
+        { "id": "callOutcomeControl", "component": "FormControl", "label": "Outcome", "input": "callOutcomeSelect" },
+        { "id": "callOutcomeSelect", "component": "Select", "name": "outcome", "placeholder": "Select outcome", "items": ["oc1", "oc2", "oc3"] },
+        { "id": "oc1", "component": "SelectItem", "value": "connected", "label": "Connected" },
+        { "id": "oc2", "component": "SelectItem", "value": "voicemail", "label": "Left Voicemail" },
+        { "id": "oc3", "component": "SelectItem", "value": "noanswer", "label": "No Answer" },
+        { "id": "callNotesControl", "component": "FormControl", "label": "Call Notes", "input": "callNotesArea" },
+        { "id": "callNotesArea", "component": "TextArea", "name": "callNotes", "placeholder": "Summarize the call...", "rows": 3 },
+        { "id": "callButtons", "component": "Buttons", "buttons": ["saveCallBtn"] },
+        { "id": "saveCallBtn", "component": "Button", "label": "Log Call", "variant": "primary", "action": ["logCall"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Account name and owner** — header showing "Northwind Logistics" with "Account Owner: Sarah Chen"
+2. **Total deal value** — KPI card showing $248,000
+3. **Current deal stage** — KPI card with "Negotiation" badge and progress bar
+4. **Recent activity in order** — Steps component listing activities newest-first
+5. **Contacts with role** — table with Name, Role, and Email columns
+6. **Open follow-ups with due dates** — numbered list with due dates
+7. **A way to jot a note** — note form with a textarea and Save button
+8. **Renewal date with near warning** — KPI card, a warning tag, and a prominent warning Alert banner
+9. **A way to log a call** — dialog with a full call-logging form (contact, date, outcome, notes)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..408d51495
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r2.txt
@@ -0,0 +1,415 @@
+Here's a comprehensive account page covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "renewal-alert", "kpi-row", "activity-section", "contacts-section", "followups-section", "actions-row"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Acme Manufacturing Corp",
+          "subtitle": "Account Owner: Jordan Blake"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Contract renews on June 15, 2025 — only 18 days away. Confirm terms and schedule a renewal review."
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-value", "kpi-stage", "kpi-renewal"]
+        },
+        {
+          "id": "kpi-value",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-value-label", "kpi-value-num"]
+        },
+        {
+          "id": "kpi-value-label",
+          "component": "TextContent",
+          "text": "Total Deal Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-value-num",
+          "component": "Heading",
+          "text": "$248,000",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-stage",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-stage-label", "kpi-stage-badge"]
+        },
+        {
+          "id": "kpi-stage-label",
+          "component": "TextContent",
+          "text": "Current Deal Stage",
+          "size": "small"
+        },
+        {
+          "id": "kpi-stage-badge",
+          "component": "Badge",
+          "text": "Negotiation",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-renewal",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-renewal-label", "kpi-renewal-date"]
+        },
+        {
+          "id": "kpi-renewal-label",
+          "component": "TextContent",
+          "text": "Renewal Date",
+          "size": "small"
+        },
+        {
+          "id": "kpi-renewal-date",
+          "component": "Heading",
+          "text": "Jun 15, 2025",
+          "level": "h3"
+        },
+        {
+          "id": "activity-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activity-heading", "activity-steps"]
+        },
+        {
+          "id": "activity-heading",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "activity-steps",
+          "component": "Steps",
+          "items": ["act-1", "act-2", "act-3", "act-4"]
+        },
+        {
+          "id": "act-1",
+          "component": "StepsItem",
+          "title": "May 27 — Pricing proposal sent",
+          "details": "Emailed revised quote reflecting the 3-year volume discount."
+        },
+        {
+          "id": "act-2",
+          "component": "StepsItem",
+          "title": "May 24 — Discovery call with procurement",
+          "details": "Discussed budget approval process and timeline."
+        },
+        {
+          "id": "act-3",
+          "component": "StepsItem",
+          "title": "May 20 — Demo delivered to ops team",
+          "details": "Walked through the automation dashboard and reporting."
+        },
+        {
+          "id": "act-4",
+          "component": "StepsItem",
+          "title": "May 15 — Intro meeting",
+          "details": "Kicked off the opportunity with the leadership team."
+        },
+        {
+          "id": "contacts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["contacts-heading", "contacts-table"]
+        },
+        {
+          "id": "contacts-heading",
+          "component": "Heading",
+          "text": "Contacts",
+          "level": "h3"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["col-name", "col-role", "col-email"]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Maria Chen", "David Okafor", "Priya Nair", "Tom Reilly"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Economic Buyer", "Technical Evaluator", "Procurement Lead", "End User Champion"]
+        },
+        {
+          "id": "col-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": ["m.chen@acme.com", "d.okafor@acme.com", "p.nair@acme.com", "t.reilly@acme.com"]
+        },
+        {
+          "id": "followups-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["followups-heading", "followups-list"]
+        },
+        {
+          "id": "followups-heading",
+          "component": "Heading",
+          "text": "Open Follow-Ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        {
+          "id": "fu-1",
+          "component": "ListItem",
+          "title": "Send updated contract redline",
+          "subtitle": "Due May 29, 2025",
+          "actionLabel": "Mark Done"
+        },
+        {
+          "id": "fu-2",
+          "component": "ListItem",
+          "title": "Confirm procurement budget approval",
+          "subtitle": "Due Jun 3, 2025",
+          "actionLabel": "Mark Done"
+        },
+        {
+          "id": "fu-3",
+          "component": "ListItem",
+          "title": "Schedule renewal review meeting",
+          "subtitle": "Due Jun 6, 2025",
+          "actionLabel": "Mark Done"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "start",
+          "children": ["note-form", "call-dialog"]
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "quick-note",
+          "fields": ["note-control"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-control",
+          "component": "FormControl",
+          "label": "Jot a Note",
+          "hint": "Quick internal note about this account",
+          "input": "note-textarea"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "noteText",
+          "placeholder": "Type your note here...",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["note-save-btn"]
+        },
+        {
+          "id": "note-save-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary"
+        },
+        {
+          "id": "call-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Log a Call",
+          "triggerVariant": "secondary",
+          "title": "Log a Call",
+          "description": "Record details of a call with this account.",
+          "content": ["call-form"]
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "log-call",
+          "fields": ["call-contact-control", "call-date-control", "call-outcome-control", "call-notes-control"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-control",
+          "component": "FormControl",
+          "label": "Contact",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "callContact",
+          "placeholder": "Select a contact",
+          "items": ["cc-1", "cc-2", "cc-3", "cc-4"]
+        },
+        {
+          "id": "cc-1",
+          "component": "SelectItem",
+          "value": "maria",
+          "label": "Maria Chen"
+        },
+        {
+          "id": "cc-2",
+          "component": "SelectItem",
+          "value": "david",
+          "label": "David Okafor"
+        },
+        {
+          "id": "cc-3",
+          "component": "SelectItem",
+          "value": "priya",
+          "label": "Priya Nair"
+        },
+        {
+          "id": "cc-4",
+          "component": "SelectItem",
+          "value": "tom",
+          "label": "Tom Reilly"
+        },
+        {
+          "id": "call-date-control",
+          "component": "FormControl",
+          "label": "Call Date",
+          "input": "call-date"
+        },
+        {
+          "id": "call-date",
+          "component": "DatePicker",
+          "name": "callDate",
+          "mode": "single"
+        },
+        {
+          "id": "call-outcome-control",
+          "component": "FormControl",
+          "label": "Outcome",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select outcome",
+          "items": ["co-1", "co-2", "co-3", "co-4"]
+        },
+        {
+          "id": "co-1",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected"
+        },
+        {
+          "id": "co-2",
+          "component": "SelectItem",
+          "value": "voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "co-3",
+          "component": "SelectItem",
+          "value": "no-answer",
+          "label": "No Answer"
+        },
+        {
+          "id": "co-4",
+          "component": "SelectItem",
+          "value": "meeting-set",
+          "label": "Meeting Scheduled"
+        },
+        {
+          "id": "call-notes-control",
+          "component": "FormControl",
+          "label": "Call Notes",
+          "input": "call-notes-textarea"
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "callNotes",
+          "placeholder": "Summary of the conversation...",
+          "rows": 3
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "buttons": ["call-save-btn"]
+        },
+        {
+          "id": "call-save-btn",
+          "component": "Button",
+          "label": "Save Call Log",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all nine items:
+
+1. **Account name & owner** — in the header ("Acme Manufacturing Corp" / "Account Owner: Jordan Blake")
+2. **Total deal value** — KPI card showing $248,000
+3. **Current deal stage** — KPI card with a "Negotiation" badge
+4. **Recent activity in order** — a Steps timeline, most recent first
+5. **Contacts with role** — a table listing name, role, and email
+6. **Open follow-ups with due dates** — numbered list with due dates and mark-done actions
+7. **A way to jot a note** — inline note form with Save
+8. **Renewal date with a near-renewal warning** — a KPI card plus a prominent warning Alert banner
+9. **A way to log a call** — a dialog with contact, date, outcome, and notes fields
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..9ad418e75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r3.txt
@@ -0,0 +1,331 @@
+Here's a comprehensive account page covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header-card",
+            "renewal-alert",
+            "metrics-row",
+            "activity-section",
+            "contacts-section",
+            "followups-section",
+            "actions-row"
+          ]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["account-heading", "owner-text"]
+        },
+        {
+          "id": "account-heading",
+          "component": "Heading",
+          "text": "Acme Manufacturing Co.",
+          "level": "h1"
+        },
+        {
+          "id": "owner-text",
+          "component": "TextContent",
+          "text": "**Account Owner:** Jordan Lee",
+          "size": "default"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Renewal date is March 15, 2025 — only 12 days away. Reach out to confirm terms."
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["deal-value-card", "deal-stage-card", "renewal-card"]
+        },
+        {
+          "id": "deal-value-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["deal-value-label", "deal-value-amount"]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "TextContent",
+          "text": "Total Deal Value",
+          "size": "small"
+        },
+        {
+          "id": "deal-value-amount",
+          "component": "Heading",
+          "text": "$248,000",
+          "level": "h2"
+        },
+        {
+          "id": "deal-stage-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["deal-stage-label", "deal-stage-badge"]
+        },
+        {
+          "id": "deal-stage-label",
+          "component": "TextContent",
+          "text": "Current Deal Stage",
+          "size": "small"
+        },
+        {
+          "id": "deal-stage-badge",
+          "component": "Badge",
+          "text": "Negotiation",
+          "variant": "default"
+        },
+        {
+          "id": "renewal-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["renewal-label", "renewal-date", "renewal-tag"]
+        },
+        {
+          "id": "renewal-label",
+          "component": "TextContent",
+          "text": "Renewal Date",
+          "size": "small"
+        },
+        {
+          "id": "renewal-date",
+          "component": "Heading",
+          "text": "Mar 15, 2025",
+          "level": "h3"
+        },
+        {
+          "id": "renewal-tag",
+          "component": "Tag",
+          "text": "Due Soon",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "activity-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activity-heading", "activity-list"]
+        },
+        {
+          "id": "activity-heading",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["act-1", "act-2", "act-3", "act-4"]
+        },
+        {
+          "id": "act-1",
+          "component": "ListItem",
+          "title": "Sent revised proposal",
+          "subtitle": "Feb 28, 2025 · 2 days ago"
+        },
+        {
+          "id": "act-2",
+          "component": "ListItem",
+          "title": "Discovery call with procurement team",
+          "subtitle": "Feb 24, 2025 · 6 days ago"
+        },
+        {
+          "id": "act-3",
+          "component": "ListItem",
+          "title": "Emailed pricing breakdown",
+          "subtitle": "Feb 20, 2025 · 10 days ago"
+        },
+        {
+          "id": "act-4",
+          "component": "ListItem",
+          "title": "Initial demo delivered",
+          "subtitle": "Feb 12, 2025 · 18 days ago"
+        },
+        {
+          "id": "contacts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["contacts-heading", "contacts-table"]
+        },
+        {
+          "id": "contacts-heading",
+          "component": "Heading",
+          "text": "Contacts",
+          "level": "h3"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["contacts-col-name", "contacts-col-role", "contacts-col-email"]
+        },
+        {
+          "id": "contacts-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Maria Chen", "David Okoro", "Priya Nair", "Tom Bradley"]
+        },
+        {
+          "id": "contacts-col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["VP Operations (Decision Maker)", "Procurement Lead", "IT Manager (Champion)", "CFO (Economic Buyer)"]
+        },
+        {
+          "id": "contacts-col-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": ["m.chen@acme.com", "d.okoro@acme.com", "p.nair@acme.com", "t.bradley@acme.com"]
+        },
+        {
+          "id": "followups-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["followups-heading", "followups-table"]
+        },
+        {
+          "id": "followups-heading",
+          "component": "Heading",
+          "text": "Open Follow-ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": ["fu-col-task", "fu-col-due", "fu-col-owner"]
+        },
+        {
+          "id": "fu-col-task",
+          "component": "Col",
+          "label": "Task",
+          "type": "string",
+          "data": ["Confirm renewal terms with CFO", "Send updated SOW", "Schedule technical review", "Follow up on proposal feedback"]
+        },
+        {
+          "id": "fu-col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Mar 05, 2025", "Mar 07, 2025", "Mar 10, 2025", "Mar 03, 2025"]
+        },
+        {
+          "id": "fu-col-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["Jordan Lee", "Jordan Lee", "Sam Ruiz", "Jordan Lee"]
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["note-form", "log-call-buttons"]
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "quickNote",
+          "fields": ["note-field"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-field",
+          "component": "FormControl",
+          "label": "Jot a Note",
+          "hint": "Add a quick note to this account's timeline.",
+          "input": "note-textarea"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "noteBody",
+          "placeholder": "Type your note here...",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["save-note-btn"]
+        },
+        {
+          "id": "save-note-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "action": ["saveNote"]
+        },
+        {
+          "id": "log-call-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["log-call-btn"]
+        },
+        {
+          "id": "log-call-btn",
+          "component": "Button",
+          "label": "Log a Call",
+          "variant": "secondary",
+          "action": ["logCall"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all nine items:
+
+1. **Account name & owner** — header card with "Acme Manufacturing Co." and Jordan Lee
+2. **Total deal value** — $248,000 metric card
+3. **Current deal stage** — "Negotiation" badge
+4. **Recent activity** — numbered list in chronological order
+5. **Contacts with roles** — table with name, role, and email
+6. **Open follow-ups with due dates** — table listing tasks, due dates, and owners
+7. **Jot a note** — text-area form with a Save Note button
+8. **Renewal date with warning** — dedicated metric card plus a prominent warning alert since it's near
+9. **Log a call** — dedicated "Log a Call" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..68970c90e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-crm__r4.txt
@@ -0,0 +1,383 @@
+Here's a comprehensive account page covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-card", "metrics-row", "renewal-alert", "main-tabs", "actions-row"]
+        },
+
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["acct-header", "owner-line"]
+        },
+        {
+          "id": "acct-header",
+          "component": "CardHeader",
+          "title": "Acme Manufacturing Co.",
+          "subtitle": "Enterprise Account · West Region"
+        },
+        {
+          "id": "owner-line",
+          "component": "TextContent",
+          "text": "**Account Owner:** Jordan Mills (jordan.mills@company.com)",
+          "size": "default"
+        },
+
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["deal-value-card", "deal-stage-card"]
+        },
+        {
+          "id": "deal-value-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["deal-value-label", "deal-value-amount"]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "TextContent",
+          "text": "Total Deal Value",
+          "size": "small"
+        },
+        {
+          "id": "deal-value-amount",
+          "component": "Heading",
+          "text": "$248,500",
+          "level": "h2"
+        },
+        {
+          "id": "deal-stage-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["deal-stage-label", "deal-stage-badge", "deal-stage-progress"]
+        },
+        {
+          "id": "deal-stage-label",
+          "component": "TextContent",
+          "text": "Current Deal Stage",
+          "size": "small"
+        },
+        {
+          "id": "deal-stage-badge",
+          "component": "Badge",
+          "text": "Negotiation",
+          "variant": "default"
+        },
+        {
+          "id": "deal-stage-progress",
+          "component": "Progress",
+          "value": 75,
+          "label": "75% to close"
+        },
+
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Contract renewal is due July 15, 2025 — only 28 days away. Schedule a renewal review soon."
+        },
+
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-activity", "tab-contacts", "tab-followups", "tab-note"]
+        },
+
+        {
+          "id": "tab-activity",
+          "component": "TabItem",
+          "value": "activity",
+          "trigger": "Recent Activity",
+          "content": ["activity-list"]
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["act-1", "act-2", "act-3", "act-4"]
+        },
+        {
+          "id": "act-1",
+          "component": "ListItem",
+          "title": "Sent updated pricing proposal",
+          "subtitle": "Jun 16, 2025 · 2:40 PM"
+        },
+        {
+          "id": "act-2",
+          "component": "ListItem",
+          "title": "Discovery call with procurement team",
+          "subtitle": "Jun 12, 2025 · 11:00 AM"
+        },
+        {
+          "id": "act-3",
+          "component": "ListItem",
+          "title": "Emailed ROI case study",
+          "subtitle": "Jun 9, 2025 · 9:15 AM"
+        },
+        {
+          "id": "act-4",
+          "component": "ListItem",
+          "title": "Initial demo delivered",
+          "subtitle": "Jun 3, 2025 · 3:30 PM"
+        },
+
+        {
+          "id": "tab-contacts",
+          "component": "TabItem",
+          "value": "contacts",
+          "trigger": "Contacts",
+          "content": ["contacts-table"]
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["col-contact-name", "col-contact-role", "col-contact-email"]
+        },
+        {
+          "id": "col-contact-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Dana Whitfield", "Marcus Lee", "Priya Nair", "Tom Reyes"]
+        },
+        {
+          "id": "col-contact-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Economic Buyer", "Technical Champion", "Procurement Lead", "End User"]
+        },
+        {
+          "id": "col-contact-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": ["dana.w@acme.com", "marcus.l@acme.com", "priya.n@acme.com", "tom.r@acme.com"]
+        },
+
+        {
+          "id": "tab-followups",
+          "component": "TabItem",
+          "value": "followups",
+          "trigger": "Open Follow-ups",
+          "content": ["followups-table"]
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": ["col-fu-task", "col-fu-due", "col-fu-owner"]
+        },
+        {
+          "id": "col-fu-task",
+          "component": "Col",
+          "label": "Follow-up",
+          "type": "string",
+          "data": ["Send revised contract terms", "Confirm security review timeline", "Schedule exec alignment call"]
+        },
+        {
+          "id": "col-fu-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Jun 20, 2025", "Jun 25, 2025", "Jul 1, 2025"]
+        },
+        {
+          "id": "col-fu-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["Jordan Mills", "Jordan Mills", "Jordan Mills"]
+        },
+
+        {
+          "id": "tab-note",
+          "component": "TabItem",
+          "value": "note",
+          "trigger": "Add Note",
+          "content": ["note-form"]
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "quickNote",
+          "fields": ["note-field"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-field",
+          "component": "FormControl",
+          "label": "Quick Note",
+          "hint": "Jot down anything relevant to this account.",
+          "input": "note-textarea"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "noteText",
+          "placeholder": "Type your note here...",
+          "rows": 4
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["note-save-btn"]
+        },
+        {
+          "id": "note-save-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "action": [{ "call": "saveNote" }]
+        },
+
+        {
+          "id": "actions-row",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["log-call-btn", "renewal-review-btn"]
+        },
+        {
+          "id": "log-call-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "Log a Call",
+          "triggerVariant": "default",
+          "title": "Log a Call",
+          "description": "Record the details of a call with this account.",
+          "content": ["call-form"]
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "logCall",
+          "fields": ["call-contact-ctrl", "call-date-ctrl", "call-outcome-ctrl", "call-notes-ctrl"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-ctrl",
+          "component": "FormControl",
+          "label": "Contact",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "callContact",
+          "placeholder": "Select a contact",
+          "items": ["cc-1", "cc-2", "cc-3", "cc-4"]
+        },
+        { "id": "cc-1", "component": "SelectItem", "value": "dana", "label": "Dana Whitfield" },
+        { "id": "cc-2", "component": "SelectItem", "value": "marcus", "label": "Marcus Lee" },
+        { "id": "cc-3", "component": "SelectItem", "value": "priya", "label": "Priya Nair" },
+        { "id": "cc-4", "component": "SelectItem", "value": "tom", "label": "Tom Reyes" },
+        {
+          "id": "call-date-ctrl",
+          "component": "FormControl",
+          "label": "Call Date",
+          "input": "call-date-picker"
+        },
+        {
+          "id": "call-date-picker",
+          "component": "DatePicker",
+          "name": "callDate",
+          "mode": "single"
+        },
+        {
+          "id": "call-outcome-ctrl",
+          "component": "FormControl",
+          "label": "Outcome",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "callOutcome",
+          "placeholder": "Select outcome",
+          "items": ["co-1", "co-2", "co-3", "co-4"]
+        },
+        { "id": "co-1", "component": "SelectItem", "value": "connected", "label": "Connected" },
+        { "id": "co-2", "component": "SelectItem", "value": "voicemail", "label": "Left Voicemail" },
+        { "id": "co-3", "component": "SelectItem", "value": "no-answer", "label": "No Answer" },
+        { "id": "co-4", "component": "SelectItem", "value": "callback", "label": "Callback Requested" },
+        {
+          "id": "call-notes-ctrl",
+          "component": "FormControl",
+          "label": "Call Notes",
+          "input": "call-notes-textarea"
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "callNotes",
+          "placeholder": "Summarize the conversation...",
+          "rows": 3
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "buttons": ["call-save-btn"]
+        },
+        {
+          "id": "call-save-btn",
+          "component": "Button",
+          "label": "Save Call Log",
+          "variant": "primary",
+          "action": [{ "call": "logCall" }]
+        },
+        {
+          "id": "renewal-review-btn",
+          "component": "Button",
+          "label": "Schedule Renewal Review",
+          "variant": "secondary",
+          "action": [{ "call": "scheduleRenewal" }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered item:
+
+1. **Account name & owner** — header card with "Acme Manufacturing Co." and owner Jordan Mills
+2. **Total deal value** — metric card showing $248,500
+3. **Current deal stage** — badge ("Negotiation") plus a progress indicator
+4. **Recent activity in order** — numbered list, most recent first
+5. **Contacts with role** — table pairing each contact with their role
+6. **Open follow-ups with due dates** — table with task, due date, and owner
+7. **Jot a note** — the "Add Note" tab with a textarea and save button
+8. **Renewal date with near warning** — a warning-variant alert flagging the July 15 renewal (28 days out)
+9. **Log a call** — a dialog with contact, date, outcome, and notes fields
+
+I also added a "Schedule Renewal Review" action to make the near-renewal warning actionable. Want me to add deal history charts or an email-thread view?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..0c5ac95d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r1.txt
@@ -0,0 +1,249 @@
+Here's a comprehensive month-end finance view covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-month-end",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-month-end",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controls-card",
+            "kpi-row",
+            "expense-card",
+            "large-txn-card",
+            "footer-note"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Finance Overview — March 2024",
+          "subtitle": "Month-end summary and statement"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["month-select", "download-buttons"]
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "reportingMonth",
+          "placeholder": "Select month",
+          "value": "2024-03",
+          "size": "medium",
+          "items": [
+            "opt-jan",
+            "opt-feb",
+            "opt-mar",
+            "opt-dec"
+          ]
+        },
+        { "id": "opt-jan", "component": "SelectItem", "value": "2024-01", "label": "January 2024" },
+        { "id": "opt-feb", "component": "SelectItem", "value": "2024-02", "label": "February 2024" },
+        { "id": "opt-mar", "component": "SelectItem", "value": "2024-03", "label": "March 2024" },
+        { "id": "opt-dec", "component": "SelectItem", "value": "2023-12", "label": "December 2023" },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-download-pdf", "btn-download-csv"]
+        },
+        {
+          "id": "btn-download-pdf",
+          "component": "Button",
+          "label": "Download Statement (PDF)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["downloadStatement", "2024-03", "pdf"]
+        },
+        {
+          "id": "btn-download-csv",
+          "component": "Button",
+          "label": "Export CSV",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["downloadStatement", "2024-03", "csv"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["kpi-cash", "kpi-burn", "kpi-runway"]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cash-label", "kpi-cash-value", "kpi-cash-sub"]
+        },
+        { "id": "kpi-cash-label", "component": "TextContent", "text": "Cash on Hand", "size": "small-heavy" },
+        { "id": "kpi-cash-value", "component": "Heading", "text": "$1,420,000", "level": "h2" },
+        { "id": "kpi-cash-sub", "component": "TextContent", "text": "As of Mar 31, 2024", "size": "small" },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-burn-label", "kpi-burn-value", "kpi-burn-sub"]
+        },
+        { "id": "kpi-burn-label", "component": "TextContent", "text": "Monthly Burn", "size": "small-heavy" },
+        { "id": "kpi-burn-value", "component": "Heading", "text": "$118,500", "level": "h2" },
+        { "id": "kpi-burn-sub", "component": "TextContent", "text": "Net cash outflow, March", "size": "small" },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-runway-label", "kpi-runway-value", "kpi-runway-sub"]
+        },
+        { "id": "kpi-runway-label", "component": "TextContent", "text": "Months of Runway", "size": "small-heavy" },
+        { "id": "kpi-runway-value", "component": "Heading", "text": "12.0", "level": "h2" },
+        { "id": "kpi-runway-sub", "component": "TextContent", "text": "At current burn rate", "size": "small" },
+        {
+          "id": "expense-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["expense-header", "expense-chart", "expense-table"]
+        },
+        {
+          "id": "expense-header",
+          "component": "CardHeader",
+          "title": "Expenses by Category",
+          "subtitle": "March 2024 spend breakdown"
+        },
+        {
+          "id": "expense-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software/SaaS", "Other"],
+          "values": [72000, 18500, 12000, 8000, 5500, 2500]
+        },
+        {
+          "id": "expense-table",
+          "component": "Table",
+          "columns": ["exp-col-cat", "exp-col-amt", "exp-col-pct"]
+        },
+        {
+          "id": "exp-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software/SaaS", "Other"]
+        },
+        {
+          "id": "exp-col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$72,000", "$18,500", "$12,000", "$8,000", "$5,500", "$2,500"]
+        },
+        {
+          "id": "exp-col-pct",
+          "component": "Col",
+          "label": "% of Spend",
+          "type": "string",
+          "data": ["60.8%", "15.6%", "10.1%", "6.8%", "4.6%", "2.1%"]
+        },
+        {
+          "id": "large-txn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["large-txn-header", "large-txn-table"]
+        },
+        {
+          "id": "large-txn-header",
+          "component": "CardHeader",
+          "title": "Transactions Over $10,000",
+          "subtitle": "March 2024 — 4 transactions"
+        },
+        {
+          "id": "large-txn-table",
+          "component": "Table",
+          "columns": ["txn-col-date", "txn-col-vendor", "txn-col-cat", "txn-col-amt"]
+        },
+        {
+          "id": "txn-col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Mar 01", "Mar 05", "Mar 15", "Mar 28"]
+        },
+        {
+          "id": "txn-col-vendor",
+          "component": "Col",
+          "label": "Vendor",
+          "type": "string",
+          "data": ["Gusto Payroll", "AWS", "Meta Ads", "WeWork"]
+        },
+        {
+          "id": "txn-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops"]
+        },
+        {
+          "id": "txn-col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$72,000", "$18,500", "$12,000", "$11,200"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "Runway = Cash on Hand ÷ Monthly Burn. Figures reflect posted transactions through the month-end close date.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Cash on hand** — top-left KPI card ($1,420,000)
+2. **Monthly burn** — middle KPI card ($118,500)
+3. **Months of runway** — right KPI card (12.0 months)
+4. **Expenses split by category** — donut chart + supporting breakdown table
+5. **Transactions above $10,000** — dedicated table with date, vendor, category, and amount
+6. **Look at a different month** — the month Select dropdown in the controls bar
+7. **Download the statement** — primary "Download Statement (PDF)" button plus a CSV export option
+
+Let me know if you'd like to wire the month selector to live data or add trend charts comparing burn across months.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..b8153ad4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r2.txt
@@ -0,0 +1,251 @@
+Here's a month-end finance view covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-month-end",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-month-end",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controls-card",
+            "kpi-row",
+            "expense-tabs",
+            "large-tx-card",
+            "footer-note"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Finance Overview",
+          "subtitle": "Month-end summary — June 2024"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "wrap": true,
+          "children": ["month-form-control", "action-buttons"]
+        },
+        {
+          "id": "month-form-control",
+          "component": "FormControl",
+          "label": "View month",
+          "hint": "Switch to a different reporting month",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "reportMonth",
+          "placeholder": "Select month",
+          "value": "2024-06",
+          "size": "medium",
+          "items": ["m-apr", "m-may", "m-jun", "m-jul"]
+        },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        { "id": "m-may", "component": "SelectItem", "value": "2024-05", "label": "May 2024" },
+        { "id": "m-jun", "component": "SelectItem", "value": "2024-06", "label": "June 2024" },
+        { "id": "m-jul", "component": "SelectItem", "value": "2024-07", "label": "July 2024" },
+        {
+          "id": "action-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-download"]
+        },
+        {
+          "id": "btn-download",
+          "component": "Button",
+          "label": "Download statement",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{ "action": "download_statement", "month": "2024-06", "format": "pdf" }]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "wrap": true,
+          "children": ["kpi-cash", "kpi-burn", "kpi-runway"]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cash-label", "kpi-cash-value", "kpi-cash-sub"]
+        },
+        { "id": "kpi-cash-label", "component": "TextContent", "text": "Cash on hand", "size": "small-heavy" },
+        { "id": "kpi-cash-value", "component": "Heading", "text": "$1,240,000", "level": "h2" },
+        { "id": "kpi-cash-sub", "component": "TextContent", "text": "As of Jun 30, 2024", "size": "small" },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-burn-label", "kpi-burn-value", "kpi-burn-sub"]
+        },
+        { "id": "kpi-burn-label", "component": "TextContent", "text": "Monthly burn", "size": "small-heavy" },
+        { "id": "kpi-burn-value", "component": "Heading", "text": "$155,000", "level": "h2" },
+        { "id": "kpi-burn-sub", "component": "TextContent", "text": "Net cash out this month", "size": "small" },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-runway-label", "kpi-runway-value", "kpi-runway-progress"]
+        },
+        { "id": "kpi-runway-label", "component": "TextContent", "text": "Months of runway", "size": "small-heavy" },
+        { "id": "kpi-runway-value", "component": "Heading", "text": "8.0 months", "level": "h2" },
+        { "id": "kpi-runway-progress", "component": "Progress", "value": 40, "label": "Est. depletion ~Feb 2025" },
+        {
+          "id": "expense-tabs",
+          "component": "Tabs",
+          "items": ["tab-chart", "tab-breakdown"]
+        },
+        {
+          "id": "tab-chart",
+          "component": "TabItem",
+          "value": "chart",
+          "trigger": "Expenses by category",
+          "content": ["expense-pie"]
+        },
+        {
+          "id": "expense-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Payroll", "Software & SaaS", "Marketing", "Office & Rent", "Cloud/Infra", "Other"],
+          "values": [92000, 21000, 18000, 12000, 8500, 3500]
+        },
+        {
+          "id": "tab-breakdown",
+          "component": "TabItem",
+          "value": "breakdown",
+          "trigger": "Category detail",
+          "content": ["expense-table"]
+        },
+        {
+          "id": "expense-table",
+          "component": "Table",
+          "columns": ["col-cat", "col-amt", "col-pct"]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Software & SaaS", "Marketing", "Office & Rent", "Cloud/Infra", "Other"]
+        },
+        {
+          "id": "col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$92,000", "$21,000", "$18,000", "$12,000", "$8,500", "$3,500"]
+        },
+        {
+          "id": "col-pct",
+          "component": "Col",
+          "label": "% of burn",
+          "type": "string",
+          "data": ["59.4%", "13.5%", "11.6%", "7.7%", "5.5%", "2.3%"]
+        },
+        {
+          "id": "large-tx-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["large-tx-header", "large-tx-table"]
+        },
+        {
+          "id": "large-tx-header",
+          "component": "CardHeader",
+          "title": "Transactions above $10,000",
+          "subtitle": "June 2024"
+        },
+        {
+          "id": "large-tx-table",
+          "component": "Table",
+          "columns": ["tx-date", "tx-desc", "tx-cat", "tx-amt"]
+        },
+        {
+          "id": "tx-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Jun 01", "Jun 03", "Jun 15", "Jun 15", "Jun 28"]
+        },
+        {
+          "id": "tx-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": ["Office lease Q3", "AWS annual commit", "Payroll run", "Contractor payout", "Ad campaign — Q3 launch"]
+        },
+        {
+          "id": "tx-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Office & Rent", "Cloud/Infra", "Payroll", "Payroll", "Marketing"]
+        },
+        {
+          "id": "tx-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$36,000", "$48,000", "$68,000", "$14,500", "$15,000"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "Figures reflect the selected reporting month. Runway = cash on hand ÷ monthly burn.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Cash on hand** — top-left KPI card ($1,240,000)
+2. **Monthly burn** — middle KPI card ($155,000)
+3. **Months of runway** — right KPI card with a progress bar (8.0 months)
+4. **Expenses split by category** — a tabbed section with a donut chart plus a detailed breakdown table
+5. **Transactions above $10,000** — dedicated table for the month
+6. **Look at a different month** — a month `Select` dropdown in the controls bar
+7. **Download the statement** — a primary "Download statement" button
+
+Want me to wire the month selector to reactively re-fetch data, or add a comparison against the prior month?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..91a98c029
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r3.txt
@@ -0,0 +1,207 @@
+Here's a month-end finance view for your startup covering all seven items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-month-end",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2E7D32", "agentDisplayName": "Finance" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-month-end",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "metrics-row", "expenses-card", "txn-card", "footer-note"]
+        },
+
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-text", "header-controls"]
+        },
+        {
+          "id": "header-text",
+          "component": "CardHeader",
+          "title": "Month-End Finance Overview",
+          "subtitle": "March 2024 — as of Mar 31"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["month-select", "download-btn"]
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select month",
+          "value": "2024-03",
+          "size": "medium",
+          "items": ["m-jan", "m-feb", "m-mar", "m-apr"]
+        },
+        { "id": "m-jan", "component": "SelectItem", "value": "2024-01", "label": "January 2024" },
+        { "id": "m-feb", "component": "SelectItem", "value": "2024-02", "label": "February 2024" },
+        { "id": "m-mar", "component": "SelectItem", "value": "2024-03", "label": "March 2024" },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "Download Statement",
+          "variant": "primary",
+          "size": "medium",
+          "action": [
+            { "type": "download", "resource": "statement", "period": "2024-03", "format": "pdf" }
+          ]
+        },
+
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["cash-card", "burn-card", "runway-card"]
+        },
+        {
+          "id": "cash-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["cash-label", "cash-value", "cash-sub"]
+        },
+        { "id": "cash-label", "component": "TextContent", "text": "Cash on Hand", "size": "small-heavy" },
+        { "id": "cash-value", "component": "Heading", "text": "$1,480,000", "level": "h2" },
+        { "id": "cash-sub", "component": "TextContent", "text": "Across all accounts", "size": "small" },
+
+        {
+          "id": "burn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["burn-label", "burn-value", "burn-sub"]
+        },
+        { "id": "burn-label", "component": "TextContent", "text": "Monthly Burn", "size": "small-heavy" },
+        { "id": "burn-value", "component": "Heading", "text": "$142,000", "level": "h2" },
+        { "id": "burn-sub", "component": "TextContent", "text": "Net cash out this month", "size": "small" },
+
+        {
+          "id": "runway-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["runway-label", "runway-value", "runway-sub"]
+        },
+        { "id": "runway-label", "component": "TextContent", "text": "Runway", "size": "small-heavy" },
+        { "id": "runway-value", "component": "Heading", "text": "10.4 months", "level": "h2" },
+        { "id": "runway-sub", "component": "Progress", "value": 43, "label": "Est. depletion: Feb 2025" },
+
+        {
+          "id": "expenses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["expenses-header", "expenses-pie"]
+        },
+        { "id": "expenses-header", "component": "CardHeader", "title": "Expenses by Category", "subtitle": "March 2024 spend breakdown" },
+        {
+          "id": "expenses-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software", "Other"],
+          "values": [86000, 21000, 15000, 9000, 7000, 4000]
+        },
+
+        {
+          "id": "txn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["txn-header", "txn-table"]
+        },
+        { "id": "txn-header", "component": "CardHeader", "title": "Transactions Above $10,000", "subtitle": "March 2024" },
+        {
+          "id": "txn-table",
+          "component": "Table",
+          "columns": ["col-date", "col-desc", "col-cat", "col-amt"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Mar 01", "Mar 05", "Mar 15", "Mar 22", "Mar 28"]
+        },
+        {
+          "id": "col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": ["March Payroll", "AWS Invoice", "Ad Campaign Q1", "Office Lease", "Contractor Payout"]
+        },
+        {
+          "id": "col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Payroll"]
+        },
+        {
+          "id": "col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "number",
+          "data": [86000, 21000, 15000, 9000, 12500]
+        },
+
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "Figures reflect the selected month. Use the month selector to review prior periods, or download the full statement.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all seven requirements:
+
+1. **Cash on hand** — top metric card ($1,480,000)
+2. **Monthly burn** — second metric card ($142,000)
+3. **Months of runway** — third metric card with a progress bar (10.4 months)
+4. **Expenses split by category** — donut chart breakdown
+5. **Transactions above $10,000** — filtered table for the month
+6. **Look at a different month** — month selector in the header
+7. **Download the statement** — download button in the header
+
+Note: the office lease row ($9,000) is shown for context; if you'd prefer the table to strictly exclude anything below $10,000, I can trim it to only qualifying transactions.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..44b3bd5f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-finance__r4.txt
@@ -0,0 +1,276 @@
+Here's a comprehensive month-end finance dashboard covering all seven requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "finance-month-end",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "finance-month-end",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-card", "controls-card", "kpi-row", "charts-tabs", "large-txn-card", "footer-note"]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["header-main"]
+        },
+        {
+          "id": "header-main",
+          "component": "CardHeader",
+          "title": "Finance Overview — March 2024",
+          "subtitle": "Month-end summary as of Mar 31, 2024"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "wrap": true,
+          "children": ["month-control", "download-buttons"]
+        },
+        {
+          "id": "month-control",
+          "component": "FormControl",
+          "label": "View a different month",
+          "hint": "Select a reporting period to refresh the dashboard",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "reporting_month",
+          "placeholder": "Choose month",
+          "value": "2024-03",
+          "size": "medium",
+          "items": ["m-jan", "m-feb", "m-mar", "m-apr"]
+        },
+        { "id": "m-jan", "component": "SelectItem", "value": "2024-01", "label": "January 2024" },
+        { "id": "m-feb", "component": "SelectItem", "value": "2024-02", "label": "February 2024" },
+        { "id": "m-mar", "component": "SelectItem", "value": "2024-03", "label": "March 2024" },
+        { "id": "m-apr", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-download-pdf", "btn-download-csv"]
+        },
+        {
+          "id": "btn-download-pdf",
+          "component": "Button",
+          "label": "Download Statement (PDF)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["download_statement", "2024-03", "pdf"]
+        },
+        {
+          "id": "btn-download-csv",
+          "component": "Button",
+          "label": "Export CSV",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["download_statement", "2024-03", "csv"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "wrap": true,
+          "children": ["kpi-cash", "kpi-burn", "kpi-runway"]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cash-label", "kpi-cash-value", "kpi-cash-sub"]
+        },
+        { "id": "kpi-cash-label", "component": "TextContent", "text": "Cash on Hand", "size": "small-heavy" },
+        { "id": "kpi-cash-value", "component": "Heading", "text": "$1,240,000", "level": "h2" },
+        { "id": "kpi-cash-sub", "component": "TextContent", "text": "As of Mar 31, 2024", "size": "small" },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-burn-label", "kpi-burn-value", "kpi-burn-sub"]
+        },
+        { "id": "kpi-burn-label", "component": "TextContent", "text": "Monthly Burn", "size": "small-heavy" },
+        { "id": "kpi-burn-value", "component": "Heading", "text": "$155,000", "level": "h2" },
+        { "id": "kpi-burn-sub", "component": "TextContent", "text": "Net cash out this month", "size": "small" },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-runway-label", "kpi-runway-value", "kpi-runway-progress"]
+        },
+        { "id": "kpi-runway-label", "component": "TextContent", "text": "Runway", "size": "small-heavy" },
+        { "id": "kpi-runway-value", "component": "Heading", "text": "8.0 months", "level": "h2" },
+        { "id": "kpi-runway-progress", "component": "Progress", "value": 40, "label": "8 of 20 months target" },
+        {
+          "id": "charts-tabs",
+          "component": "Tabs",
+          "items": ["tab-expenses", "tab-burn-trend"]
+        },
+        {
+          "id": "tab-expenses",
+          "component": "TabItem",
+          "value": "expenses",
+          "trigger": "Expenses by Category",
+          "content": ["expense-pie", "expense-table"]
+        },
+        {
+          "id": "expense-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Payroll", "Cloud & Infra", "Marketing", "Office & Rent", "Software Tools", "Other"],
+          "values": [92000, 24000, 18000, 9000, 7000, 5000]
+        },
+        {
+          "id": "expense-table",
+          "component": "Table",
+          "columns": ["exp-col-cat", "exp-col-amt", "exp-col-pct"]
+        },
+        {
+          "id": "exp-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Cloud & Infra", "Marketing", "Office & Rent", "Software Tools", "Other"]
+        },
+        {
+          "id": "exp-col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$92,000", "$24,000", "$18,000", "$9,000", "$7,000", "$5,000"]
+        },
+        {
+          "id": "exp-col-pct",
+          "component": "Col",
+          "label": "% of Spend",
+          "type": "string",
+          "data": ["59.4%", "15.5%", "11.6%", "5.8%", "4.5%", "3.2%"]
+        },
+        {
+          "id": "tab-burn-trend",
+          "component": "TabItem",
+          "value": "burn-trend",
+          "trigger": "Burn Trend",
+          "content": ["burn-line"]
+        },
+        {
+          "id": "burn-line",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Net Burn ($)",
+          "labels": ["Nov", "Dec", "Jan", "Feb", "Mar"],
+          "series": ["burn-series"]
+        },
+        {
+          "id": "burn-series",
+          "component": "Series",
+          "category": "Net Burn",
+          "values": [148000, 162000, 151000, 158000, 155000]
+        },
+        {
+          "id": "large-txn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["large-txn-header", "large-txn-table"]
+        },
+        {
+          "id": "large-txn-header",
+          "component": "CardHeader",
+          "title": "Large Transactions (> $10,000)",
+          "subtitle": "March 2024"
+        },
+        {
+          "id": "large-txn-table",
+          "component": "Table",
+          "columns": ["txn-col-date", "txn-col-desc", "txn-col-cat", "txn-col-amt"]
+        },
+        {
+          "id": "txn-col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Mar 01", "Mar 05", "Mar 15", "Mar 20", "Mar 28"]
+        },
+        {
+          "id": "txn-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": ["Payroll Run — Engineering", "AWS Reserved Instances", "Office Lease Q2 Advance", "Q1 Ad Campaign — Meta", "Payroll Run — GTM Team"]
+        },
+        {
+          "id": "txn-col-cat",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Payroll", "Cloud & Infra", "Office & Rent", "Marketing", "Payroll"]
+        },
+        {
+          "id": "txn-col-amt",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$58,000", "$21,000", "$18,000", "$15,000", "$34,000"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Runway assumes constant burn",
+          "description": "Runway = Cash on Hand ÷ Monthly Burn = $1,240,000 ÷ $155,000 ≈ 8.0 months. Changing the selected month recalculates all figures above."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all seven items:
+
+1. **Cash on hand** — KPI card ($1,240,000)
+2. **Monthly burn** — KPI card ($155,000)
+3. **Months of runway** — KPI card with progress bar (8.0 months)
+4. **Expenses split by category** — donut chart + breakdown table in the "Expenses by Category" tab
+5. **Transactions above $10,000** — dedicated table listing each large transaction
+6. **Look at a different month** — the month `Select` dropdown in the controls bar
+7. **Download the statement** — PDF and CSV export buttons
+
+A bonus "Burn Trend" tab shows the 5-month burn trajectory for context.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..5d756dffd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r1.txt
@@ -0,0 +1,361 @@
+Here's the logistics coordinator's board covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "refresh-note",
+            "kpi-row",
+            "delayed-callout",
+            "search-form",
+            "transit-header",
+            "transit-table",
+            "charts-row",
+            "flag-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Logistics Coordinator Board",
+          "subtitle": "Live shipment operations overview"
+        },
+        {
+          "id": "refresh-note",
+          "component": "Tag",
+          "text": "Last refreshed: Today 09:42 AM",
+          "icon": "clock",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-ontime", "kpi-cost", "kpi-transit"]
+        },
+        {
+          "id": "kpi-ontime",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-ontime-label", "kpi-ontime-progress"]
+        },
+        {
+          "id": "kpi-ontime-label",
+          "component": "TextContent",
+          "text": "On-Time Delivery (This Month)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-ontime-progress",
+          "component": "Progress",
+          "value": 92,
+          "label": "92% on-time"
+        },
+        {
+          "id": "kpi-cost",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cost-label", "kpi-cost-value"]
+        },
+        {
+          "id": "kpi-cost-label",
+          "component": "TextContent",
+          "text": "Avg Cost / Shipment",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-cost-value",
+          "component": "Heading",
+          "text": "$438.75",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-transit",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-transit-label", "kpi-transit-value"]
+        },
+        {
+          "id": "kpi-transit-label",
+          "component": "TextContent",
+          "text": "Shipments In Transit",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-transit-value",
+          "component": "Heading",
+          "text": "6",
+          "level": "h2"
+        },
+        {
+          "id": "delayed-callout",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "2 Delayed Shipments",
+          "description": "SHP-1042 (Chicago → Denver) is 6h behind ETA due to weather. SHP-1047 (Seattle → Austin) is 12h behind ETA at customs hold."
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "route-search",
+          "fields": ["search-origin-control", "search-dest-control"],
+          "buttons": "search-buttons"
+        },
+        {
+          "id": "search-origin-control",
+          "component": "FormControl",
+          "label": "Origin",
+          "input": "search-origin-input"
+        },
+        {
+          "id": "search-origin-input",
+          "component": "Input",
+          "name": "searchOrigin",
+          "type": "text",
+          "placeholder": "e.g. Chicago"
+        },
+        {
+          "id": "search-dest-control",
+          "component": "FormControl",
+          "label": "Destination",
+          "input": "search-dest-input"
+        },
+        {
+          "id": "search-dest-input",
+          "component": "Input",
+          "name": "searchDest",
+          "type": "text",
+          "placeholder": "e.g. Denver"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-submit"]
+        },
+        {
+          "id": "search-submit",
+          "component": "Button",
+          "label": "Search Route",
+          "variant": "primary"
+        },
+        {
+          "id": "transit-header",
+          "component": "Heading",
+          "text": "Shipments In Transit",
+          "level": "h3"
+        },
+        {
+          "id": "transit-table",
+          "component": "Table",
+          "columns": ["col-id", "col-origin", "col-dest", "col-eta", "col-status"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Shipment",
+          "type": "string",
+          "data": ["SHP-1039", "SHP-1042", "SHP-1044", "SHP-1047", "SHP-1051", "SHP-1053"]
+        },
+        {
+          "id": "col-origin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Los Angeles", "Chicago", "New York", "Seattle", "Miami", "Boston"]
+        },
+        {
+          "id": "col-dest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["Phoenix", "Denver", "Atlanta", "Austin", "Dallas", "Newark"]
+        },
+        {
+          "id": "col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Today 4:30 PM", "Tomorrow 8:00 AM", "Today 6:15 PM", "Wed 2:00 PM", "Today 9:00 PM", "Tomorrow 11:30 AM"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Time", "Delayed", "On Time", "Delayed", "On Time", "On Time"]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["carrier-card", "weekly-card"]
+        },
+        {
+          "id": "carrier-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["carrier-title", "carrier-pie"]
+        },
+        {
+          "id": "carrier-title",
+          "component": "TextContent",
+          "text": "Volume Split by Carrier",
+          "size": "small-heavy"
+        },
+        {
+          "id": "carrier-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["FedEx", "UPS", "DHL", "USPS", "Regional"],
+          "values": [340, 285, 190, 120, 65]
+        },
+        {
+          "id": "weekly-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["weekly-title", "weekly-bar"]
+        },
+        {
+          "id": "weekly-title",
+          "component": "TextContent",
+          "text": "Weekly Volume — Past Two Months",
+          "size": "small-heavy"
+        },
+        {
+          "id": "weekly-bar",
+          "component": "BarChart",
+          "xLabel": "Week",
+          "yLabel": "Shipments",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["weekly-series"]
+        },
+        {
+          "id": "weekly-series",
+          "component": "Series",
+          "category": "Volume",
+          "values": [210, 245, 198, 260, 275, 240, 288, 305]
+        },
+        {
+          "id": "flag-form",
+          "component": "Form",
+          "name": "flag-shipment",
+          "fields": ["flag-id-control", "flag-reason-control"],
+          "buttons": "flag-buttons"
+        },
+        {
+          "id": "flag-id-control",
+          "component": "FormControl",
+          "label": "Shipment ID to Flag",
+          "input": "flag-id-input"
+        },
+        {
+          "id": "flag-id-input",
+          "component": "Input",
+          "name": "flagShipmentId",
+          "type": "text",
+          "placeholder": "e.g. SHP-1042"
+        },
+        {
+          "id": "flag-reason-control",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flag-reason-select"
+        },
+        {
+          "id": "flag-reason-select",
+          "component": "Select",
+          "name": "flagReason",
+          "placeholder": "Select reason",
+          "items": ["flag-r1", "flag-r2", "flag-r3", "flag-r4"]
+        },
+        {
+          "id": "flag-r1",
+          "component": "SelectItem",
+          "value": "delay",
+          "label": "Delayed / At Risk"
+        },
+        {
+          "id": "flag-r2",
+          "component": "SelectItem",
+          "value": "damage",
+          "label": "Damage Reported"
+        },
+        {
+          "id": "flag-r3",
+          "component": "SelectItem",
+          "value": "customs",
+          "label": "Customs Hold"
+        },
+        {
+          "id": "flag-r4",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "flag-buttons",
+          "component": "Buttons",
+          "buttons": ["flag-submit"]
+        },
+        {
+          "id": "flag-submit",
+          "component": "Button",
+          "label": "Flag Shipment",
+          "variant": "primary",
+          "type": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This board covers every item:
+
+1. **In-transit shipments** — the table lists origin, destination, ETA, and status per shipment
+2. **Delayed shipments** — called out in the amber alert banner
+3. **On-time percentage** — the progress KPI (92% this month)
+4. **Volume split by carrier** — the donut chart
+5. **Search by route** — origin/destination search form
+6. **Average cost per shipment** — the KPI card ($438.75)
+7. **Weekly volume, past two months** — the 8-week bar chart
+8. **Flag a shipment** — the flag form with ID + reason
+9. **Last refreshed** — the timestamp tag near the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..43d1a3c99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r2.txt
@@ -0,0 +1,408 @@
+Here's a logistics coordinator's board covering all nine items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "refreshNote",
+            "kpiRow",
+            "delayedCallout",
+            "searchCard",
+            "transitTable",
+            "chartsRow",
+            "weeklyChart",
+            "flagForm"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Logistics Coordination Board",
+          "subtitle": "Live shipment operations overview"
+        },
+        {
+          "id": "refreshNote",
+          "component": "Tag",
+          "text": "Last refreshed: Today at 09:42 AM",
+          "icon": "clock",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiOnTime", "kpiAvgCost"]
+        },
+        {
+          "id": "kpiOnTime",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiOnTimeLabel", "kpiOnTimeValue", "kpiOnTimeBar"]
+        },
+        {
+          "id": "kpiOnTimeLabel",
+          "component": "TextContent",
+          "text": "On-Time Delivery (This Month)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpiOnTimeValue",
+          "component": "Heading",
+          "text": "92.4%",
+          "level": "h2"
+        },
+        {
+          "id": "kpiOnTimeBar",
+          "component": "Progress",
+          "value": 92.4,
+          "label": "Target: 95%"
+        },
+        {
+          "id": "kpiAvgCost",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiAvgCostLabel", "kpiAvgCostValue", "kpiAvgCostSub"]
+        },
+        {
+          "id": "kpiAvgCostLabel",
+          "component": "TextContent",
+          "text": "Average Cost Per Shipment",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpiAvgCostValue",
+          "component": "Heading",
+          "text": "$1,284",
+          "level": "h2"
+        },
+        {
+          "id": "kpiAvgCostSub",
+          "component": "TextContent",
+          "text": "Down 3.1% vs last month",
+          "size": "small"
+        },
+        {
+          "id": "delayedCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "3 Delayed Shipments",
+          "description": "SHP-2041 (Chicago→Denver, +6h), SHP-2098 (Miami→Atlanta, +12h), SHP-2110 (Seattle→Boise, +4h) are behind schedule and need attention."
+        },
+        {
+          "id": "searchCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["searchHeader", "searchForm"]
+        },
+        {
+          "id": "searchHeader",
+          "component": "TextContent",
+          "text": "Search by Route",
+          "size": "large-heavy"
+        },
+        {
+          "id": "searchForm",
+          "component": "Form",
+          "name": "routeSearch",
+          "buttons": "searchButtons",
+          "fields": ["searchOriginCtrl", "searchDestCtrl"]
+        },
+        {
+          "id": "searchOriginCtrl",
+          "component": "FormControl",
+          "label": "Origin",
+          "input": "searchOriginInput",
+          "hint": "City or hub code"
+        },
+        {
+          "id": "searchOriginInput",
+          "component": "Input",
+          "name": "origin",
+          "placeholder": "e.g. Chicago",
+          "type": "text"
+        },
+        {
+          "id": "searchDestCtrl",
+          "component": "FormControl",
+          "label": "Destination",
+          "input": "searchDestInput",
+          "hint": "City or hub code"
+        },
+        {
+          "id": "searchDestInput",
+          "component": "Input",
+          "name": "destination",
+          "placeholder": "e.g. Denver",
+          "type": "text"
+        },
+        {
+          "id": "searchButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["searchSubmit"]
+        },
+        {
+          "id": "searchSubmit",
+          "component": "Button",
+          "label": "Search Routes",
+          "variant": "primary",
+          "action": ["searchRoutes"]
+        },
+        {
+          "id": "transitTable",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["transitHeader", "shipTable"]
+        },
+        {
+          "id": "transitHeader",
+          "component": "TextContent",
+          "text": "Shipments In Transit",
+          "size": "large-heavy"
+        },
+        {
+          "id": "shipTable",
+          "component": "Table",
+          "columns": ["colId", "colOrigin", "colDest", "colEta", "colStatus"]
+        },
+        {
+          "id": "colId",
+          "component": "Col",
+          "label": "Shipment",
+          "type": "string",
+          "data": ["SHP-2041", "SHP-2098", "SHP-2110", "SHP-2115", "SHP-2120", "SHP-2133"]
+        },
+        {
+          "id": "colOrigin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Chicago", "Miami", "Seattle", "Dallas", "New York", "Phoenix"]
+        },
+        {
+          "id": "colDest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["Denver", "Atlanta", "Boise", "Houston", "Boston", "Las Vegas"]
+        },
+        {
+          "id": "colEta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Today 6:00 PM", "Tomorrow 9:00 AM", "Today 8:00 PM", "Today 2:00 PM", "Tomorrow 11:00 AM", "Today 5:00 PM"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Delayed", "Delayed", "Delayed", "On Time", "On Time", "On Time"]
+        },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["carrierCard"]
+        },
+        {
+          "id": "carrierCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["carrierHeader", "carrierChart"]
+        },
+        {
+          "id": "carrierHeader",
+          "component": "TextContent",
+          "text": "Volume Split by Carrier",
+          "size": "large-heavy"
+        },
+        {
+          "id": "carrierChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["FedEx", "UPS", "DHL", "USPS", "Regional"],
+          "values": [340, 280, 190, 120, 70]
+        },
+        {
+          "id": "weeklyChart",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["weeklyHeader", "weeklyBar"]
+        },
+        {
+          "id": "weeklyHeader",
+          "component": "TextContent",
+          "text": "Weekly Volume — Past Two Months",
+          "size": "large-heavy"
+        },
+        {
+          "id": "weeklyBar",
+          "component": "BarChart",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["weeklySeries"],
+          "xLabel": "Week",
+          "yLabel": "Shipments"
+        },
+        {
+          "id": "weeklySeries",
+          "component": "Series",
+          "category": "Shipments",
+          "values": [210, 245, 198, 267, 289, 254, 301, 278]
+        },
+        {
+          "id": "flagForm",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["flagHeader", "flagFormInner"]
+        },
+        {
+          "id": "flagHeader",
+          "component": "TextContent",
+          "text": "Flag a Shipment",
+          "size": "large-heavy"
+        },
+        {
+          "id": "flagFormInner",
+          "component": "Form",
+          "name": "flagShipment",
+          "buttons": "flagButtons",
+          "fields": ["flagIdCtrl", "flagReasonCtrl", "flagNotesCtrl"]
+        },
+        {
+          "id": "flagIdCtrl",
+          "component": "FormControl",
+          "label": "Shipment ID",
+          "input": "flagIdInput"
+        },
+        {
+          "id": "flagIdInput",
+          "component": "Input",
+          "name": "shipmentId",
+          "placeholder": "e.g. SHP-2041",
+          "type": "text"
+        },
+        {
+          "id": "flagReasonCtrl",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flagReasonSelect"
+        },
+        {
+          "id": "flagReasonSelect",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select a reason",
+          "items": ["reasonDelay", "reasonDamage", "reasonMissing", "reasonCost"]
+        },
+        {
+          "id": "reasonDelay",
+          "component": "SelectItem",
+          "value": "delay",
+          "label": "Delay / ETA Risk"
+        },
+        {
+          "id": "reasonDamage",
+          "component": "SelectItem",
+          "value": "damage",
+          "label": "Damaged Goods"
+        },
+        {
+          "id": "reasonMissing",
+          "component": "SelectItem",
+          "value": "missing",
+          "label": "Missing / Lost"
+        },
+        {
+          "id": "reasonCost",
+          "component": "SelectItem",
+          "value": "cost",
+          "label": "Cost Discrepancy"
+        },
+        {
+          "id": "flagNotesCtrl",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "flagNotesInput"
+        },
+        {
+          "id": "flagNotesInput",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Add context for the flag...",
+          "rows": 3
+        },
+        {
+          "id": "flagButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["flagSubmit"]
+        },
+        {
+          "id": "flagSubmit",
+          "component": "Button",
+          "label": "Flag Shipment",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["submitFlag"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Shipments in transit** — the "Shipments In Transit" table with origin, destination, ETA, and status columns.
+2. **Delayed shipments** — the amber warning callout naming the three delayed shipments (also flagged in the table's Status column).
+3. **On-time percentage** — the "On-Time Delivery" KPI card showing 92.4% with a progress bar against target.
+4. **Volume split by carrier** — the donut chart breaking down volume across FedEx, UPS, DHL, USPS, and Regional.
+5. **Search by route** — the "Search by Route" form with origin and destination fields.
+6. **Average cost per shipment** — the "$1,284" KPI card with trend note.
+7. **Weekly volume (past two months)** — the 8-week bar chart.
+8. **Flag a shipment** — the "Flag a Shipment" form with ID, reason, and notes.
+9. **Last refreshed** — the timestamp tag near the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..b45301ae1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r3.txt
@@ -0,0 +1,431 @@
+Here's a logistics coordinator's board covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "refreshNote",
+            "kpiRow",
+            "delayedCallout",
+            "searchCard",
+            "shipmentsCard",
+            "chartsRow",
+            "weeklyCard",
+            "flagCard"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Logistics Coordination Board",
+          "subtitle": "Live overview of in-transit shipments, performance and carrier volume"
+        },
+        {
+          "id": "refreshNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "_Last refreshed: **Feb 12, 2025 · 09:42 AM UTC**_"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiOnTime", "kpiCost", "kpiTransit"]
+        },
+        {
+          "id": "kpiOnTime",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiOnTimeLabel", "kpiOnTimeValue", "kpiOnTimeBar"]
+        },
+        {
+          "id": "kpiOnTimeLabel",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "On-Time Delivery (This Month)"
+        },
+        {
+          "id": "kpiOnTimeValue",
+          "component": "Heading",
+          "level": "h2",
+          "text": "92.4%"
+        },
+        {
+          "id": "kpiOnTimeBar",
+          "component": "Progress",
+          "value": 92,
+          "label": "Target: 95%"
+        },
+        {
+          "id": "kpiCost",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiCostLabel", "kpiCostValue", "kpiCostSub"]
+        },
+        {
+          "id": "kpiCostLabel",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Average Cost per Shipment"
+        },
+        {
+          "id": "kpiCostValue",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$418.60"
+        },
+        {
+          "id": "kpiCostSub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "▼ 3.1% vs last month"
+        },
+        {
+          "id": "kpiTransit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiTransitLabel", "kpiTransitValue", "kpiTransitSub"]
+        },
+        {
+          "id": "kpiTransitLabel",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Shipments In Transit"
+        },
+        {
+          "id": "kpiTransitValue",
+          "component": "Heading",
+          "level": "h2",
+          "text": "6"
+        },
+        {
+          "id": "kpiTransitSub",
+          "component": "TextContent",
+          "size": "small",
+          "text": "2 flagged as delayed"
+        },
+        {
+          "id": "delayedCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "2 Delayed Shipments Require Attention",
+          "description": "SHP-1043 (Shanghai → Los Angeles) is 2 days behind ETA due to port congestion. SHP-1048 (Hamburg → Chicago) is delayed by a customs hold."
+        },
+        {
+          "id": "searchCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["searchHeader", "searchForm"]
+        },
+        {
+          "id": "searchHeader",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Search by Route"
+        },
+        {
+          "id": "searchForm",
+          "component": "Form",
+          "name": "routeSearch",
+          "buttons": "searchButtons",
+          "fields": ["searchOriginCtl", "searchDestCtl"]
+        },
+        {
+          "id": "searchOriginCtl",
+          "component": "FormControl",
+          "label": "Origin",
+          "input": "searchOriginInput",
+          "hint": "e.g. Shanghai"
+        },
+        {
+          "id": "searchOriginInput",
+          "component": "Input",
+          "name": "origin",
+          "type": "text",
+          "placeholder": "Origin city or port"
+        },
+        {
+          "id": "searchDestCtl",
+          "component": "FormControl",
+          "label": "Destination",
+          "input": "searchDestInput",
+          "hint": "e.g. Los Angeles"
+        },
+        {
+          "id": "searchDestInput",
+          "component": "Input",
+          "name": "destination",
+          "type": "text",
+          "placeholder": "Destination city or port"
+        },
+        {
+          "id": "searchButtons",
+          "component": "Buttons",
+          "buttons": ["searchSubmit"]
+        },
+        {
+          "id": "searchSubmit",
+          "component": "Button",
+          "label": "Search Routes",
+          "variant": "primary",
+          "action": ["searchRoute"]
+        },
+        {
+          "id": "shipmentsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["shipmentsHeader", "shipmentsTable"]
+        },
+        {
+          "id": "shipmentsHeader",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Shipments In Transit"
+        },
+        {
+          "id": "shipmentsTable",
+          "component": "Table",
+          "columns": ["colId", "colOrigin", "colDest", "colEta", "colStatus"]
+        },
+        {
+          "id": "colId",
+          "component": "Col",
+          "label": "Shipment",
+          "type": "string",
+          "data": ["SHP-1041", "SHP-1042", "SHP-1043", "SHP-1046", "SHP-1048", "SHP-1050"]
+        },
+        {
+          "id": "colOrigin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Rotterdam", "Singapore", "Shanghai", "Newark", "Hamburg", "Busan"]
+        },
+        {
+          "id": "colDest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["New York", "Long Beach", "Los Angeles", "Atlanta", "Chicago", "Seattle"]
+        },
+        {
+          "id": "colEta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Feb 14", "Feb 15", "Feb 16 (+2d)", "Feb 13", "Feb 17 (+1d)", "Feb 18"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Time", "On Time", "Delayed", "On Time", "Delayed", "On Time"]
+        },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["carrierCard"]
+        },
+        {
+          "id": "carrierCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["carrierHeader", "carrierChart"]
+        },
+        {
+          "id": "carrierHeader",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Volume Split by Carrier"
+        },
+        {
+          "id": "carrierChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Maersk", "MSC", "DHL", "FedEx", "Others"],
+          "values": [34, 27, 18, 14, 7]
+        },
+        {
+          "id": "weeklyCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["weeklyHeader", "weeklyChart"]
+        },
+        {
+          "id": "weeklyHeader",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "Weekly Volume — Past Two Months"
+        },
+        {
+          "id": "weeklyChart",
+          "component": "BarChart",
+          "xLabel": "Week",
+          "yLabel": "Shipments",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["weeklySeries"]
+        },
+        {
+          "id": "weeklySeries",
+          "component": "Series",
+          "category": "Shipments",
+          "values": [142, 158, 149, 171, 165, 180, 174, 189]
+        },
+        {
+          "id": "flagCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["flagHeader", "flagForm"]
+        },
+        {
+          "id": "flagHeader",
+          "component": "TextContent",
+          "size": "small-heavy",
+          "text": "Flag a Shipment"
+        },
+        {
+          "id": "flagForm",
+          "component": "Form",
+          "name": "flagShipment",
+          "buttons": "flagButtons",
+          "fields": ["flagIdCtl", "flagReasonCtl", "flagNoteCtl"]
+        },
+        {
+          "id": "flagIdCtl",
+          "component": "FormControl",
+          "label": "Shipment ID",
+          "input": "flagIdInput"
+        },
+        {
+          "id": "flagIdInput",
+          "component": "Input",
+          "name": "shipmentId",
+          "type": "text",
+          "placeholder": "e.g. SHP-1043"
+        },
+        {
+          "id": "flagReasonCtl",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flagReasonSelect"
+        },
+        {
+          "id": "flagReasonSelect",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select a reason",
+          "items": ["reasonDelay", "reasonDamage", "reasonCustoms", "reasonOther"]
+        },
+        {
+          "id": "reasonDelay",
+          "component": "SelectItem",
+          "value": "delay",
+          "label": "Delay / Behind ETA"
+        },
+        {
+          "id": "reasonDamage",
+          "component": "SelectItem",
+          "value": "damage",
+          "label": "Damaged Goods"
+        },
+        {
+          "id": "reasonCustoms",
+          "component": "SelectItem",
+          "value": "customs",
+          "label": "Customs Hold"
+        },
+        {
+          "id": "reasonOther",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "flagNoteCtl",
+          "component": "FormControl",
+          "label": "Note",
+          "input": "flagNoteInput"
+        },
+        {
+          "id": "flagNoteInput",
+          "component": "TextArea",
+          "name": "note",
+          "rows": 2,
+          "placeholder": "Add details for the flag..."
+        },
+        {
+          "id": "flagButtons",
+          "component": "Buttons",
+          "buttons": ["flagSubmit"]
+        },
+        {
+          "id": "flagSubmit",
+          "component": "Button",
+          "label": "Flag Shipment",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["flagShipment"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This board covers every numbered item:
+
+1. **Shipments in transit** — the table shows origin, destination, ETA and status per shipment
+2. **Delayed shipments** — a warning callout plus "Delayed" statuses in the table
+3. **On-time percentage** — KPI card showing 92.4% with a progress bar to target
+4. **Volume split by carrier** — donut chart
+5. **Search by route** — origin/destination search form
+6. **Average cost per shipment** — KPI card ($418.60)
+7. **Weekly volume (past two months)** — 8-week bar chart
+8. **Flag a shipment** — form with ID, reason and note
+9. **Last refreshed** — timestamp note near the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..e5918961f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-freight__r4.txt
@@ -0,0 +1,97 @@
+Here's a comprehensive logistics coordinator's board covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Logistics Ops" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "refresh-note", "kpi-row", "delayed-callout", "search-card", "transit-table", "charts-row", "flag-form", "followups"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Logistics Coordinator Board", "subtitle": "Live shipment tracking & performance overview" },
+
+        { "id": "refresh-note", "component": "Callout", "variant": "neutral", "title": "Last Refreshed", "description": "Data last updated: Feb 12, 2025 · 09:42 AM (auto-refresh every 5 min)" },
+
+        { "id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpi-ontime", "kpi-cost", "kpi-transit"] },
+
+        { "id": "kpi-ontime", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["kpi-ontime-label", "kpi-ontime-progress"] },
+        { "id": "kpi-ontime-label", "component": "TextContent", "size": "small-heavy", "text": "On-Time Delivery (This Month)" },
+        { "id": "kpi-ontime-progress", "component": "Progress", "value": 92, "label": "92% on-time" },
+
+        { "id": "kpi-cost", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["kpi-cost-label", "kpi-cost-value"] },
+        { "id": "kpi-cost-label", "component": "TextContent", "size": "small-heavy", "text": "Avg Cost / Shipment" },
+        { "id": "kpi-cost-value", "component": "Heading", "level": "h2", "text": "$847.30" },
+
+        { "id": "kpi-transit", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["kpi-transit-label", "kpi-transit-value"] },
+        { "id": "kpi-transit-label", "component": "TextContent", "size": "small-heavy", "text": "Shipments In Transit" },
+        { "id": "kpi-transit-value", "component": "Heading", "level": "h2", "text": "6 active" },
+
+        { "id": "delayed-callout", "component": "Alert", "variant": "destructive", "title": "2 Delayed Shipments", "description": "SH-1042 (Chicago → Denver) delayed 6h — weather. SH-1088 (Miami → Atlanta) delayed 3h — customs hold." },
+
+        { "id": "search-card", "component": "Card", "variant": "clear", "direction": "column", "gap": "s", "children": ["search-form"] },
+        { "id": "search-form", "component": "Form", "name": "routeSearch", "buttons": "search-buttons", "fields": ["search-control"] },
+        { "id": "search-control", "component": "FormControl", "label": "Search by Route", "hint": "Enter origin, destination, or shipment ID", "input": "search-input" },
+        { "id": "search-input", "component": "Input", "name": "route", "placeholder": "e.g. Chicago → Denver or SH-1042", "type": "text" },
+        { "id": "search-buttons", "component": "Buttons", "buttons": ["search-btn"] },
+        { "id": "search-btn", "component": "Button", "label": "Search Route", "variant": "primary", "action": ["searchRoute"] },
+
+        { "id": "transit-table", "component": "Table", "columns": ["col-id", "col-origin", "col-dest", "col-eta", "col-status"] },
+        { "id": "col-id", "component": "Col", "label": "Shipment", "type": "string", "data": ["SH-1042", "SH-1051", "SH-1063", "SH-1088", "SH-1090", "SH-1102"] },
+        { "id": "col-origin", "component": "Col", "label": "Origin", "type": "string", "data": ["Chicago", "Seattle", "Dallas", "Miami", "Boston", "Phoenix"] },
+        { "id": "col-dest", "component": "Col", "label": "Destination", "type": "string", "data": ["Denver", "Portland", "Houston", "Atlanta", "New York", "Las Vegas"] },
+        { "id": "col-eta", "component": "Col", "label": "ETA", "type": "string", "data": ["Feb 13, 6h late", "Feb 12, 4:00 PM", "Feb 12, 8:30 PM", "Feb 13, 3h late", "Feb 14, 10:00 AM", "Feb 12, 11:00 PM"] },
+        { "id": "col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Delayed", "On Time", "On Time", "Delayed", "On Time", "On Time"] },
+
+        { "id": "charts-row", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["carrier-card", "weekly-card"] },
+
+        { "id": "carrier-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["carrier-title", "carrier-chart"] },
+        { "id": "carrier-title", "component": "Heading", "level": "h4", "text": "Volume Split by Carrier" },
+        { "id": "carrier-chart", "component": "PieChart", "variant": "donut", "labels": ["FedEx", "UPS", "DHL", "USPS", "Regional"], "values": [340, 290, 180, 120, 70] },
+
+        { "id": "weekly-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["weekly-title", "weekly-chart"] },
+        { "id": "weekly-title", "component": "Heading", "level": "h4", "text": "Weekly Volume — Past Two Months" },
+        { "id": "weekly-chart", "component": "BarChart", "xLabel": "Week", "yLabel": "Shipments", "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], "series": ["weekly-series"] },
+        { "id": "weekly-series", "component": "Series", "category": "Volume", "values": [210, 245, 198, 267, 289, 234, 301, 278] },
+
+        { "id": "flag-form", "component": "Form", "name": "flagShipment", "buttons": "flag-buttons", "fields": ["flag-id-control", "flag-reason-control"] },
+        { "id": "flag-id-control", "component": "FormControl", "label": "Flag a Shipment", "hint": "Shipment ID to flag for review", "input": "flag-id-input" },
+        { "id": "flag-id-input", "component": "Input", "name": "flagId", "placeholder": "e.g. SH-1042", "type": "text" },
+        { "id": "flag-reason-control", "component": "FormControl", "label": "Reason", "input": "flag-reason-select" },
+        { "id": "flag-reason-select", "component": "Select", "name": "flagReason", "placeholder": "Select a reason", "items": ["reason-delay", "reason-damage", "reason-cost", "reason-other"] },
+        { "id": "reason-delay", "component": "SelectItem", "value": "delay", "label": "Delay concern" },
+        { "id": "reason-damage", "component": "SelectItem", "value": "damage", "label": "Damage reported" },
+        { "id": "reason-cost", "component": "SelectItem", "value": "cost", "label": "Cost anomaly" },
+        { "id": "reason-other", "component": "SelectItem", "value": "other", "label": "Other" },
+        { "id": "flag-buttons", "component": "Buttons", "buttons": ["flag-btn"] },
+        { "id": "flag-btn", "component": "Button", "label": "Flag Shipment", "variant": "primary", "type": "destructive", "action": ["flagShipment"] },
+
+        { "id": "followups", "component": "FollowUpBlock", "items": ["fu-1", "fu-2", "fu-3"] },
+        { "id": "fu-1", "component": "FollowUpItem", "text": "Show all delayed shipments" },
+        { "id": "fu-2", "component": "FollowUpItem", "text": "Compare carrier costs" },
+        { "id": "fu-3", "component": "FollowUpItem", "text": "Export this month's report" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This board covers every numbered item:
+
+1. **Shipments in transit** — the table lists all 6 active shipments with origin, destination, ETA, and status.
+2. **Delayed shipments called out** — a red alert banner plus "Delayed" status flags in the table.
+3. **On-time percentage** — KPI card showing 92% with a progress bar.
+4. **Volume split by carrier** — donut chart breaking down FedEx / UPS / DHL / USPS / Regional.
+5. **Search by route** — search form accepting route or shipment ID.
+6. **Average cost per shipment** — KPI card showing $847.30.
+7. **Weekly volume (past two months)** — bar chart across 8 weeks.
+8. **Flag a shipment** — dedicated form with shipment ID and reason.
+9. **Last refreshed** — neutral callout with the refresh timestamp near the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..32ef0e560
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r1.txt
@@ -0,0 +1,386 @@
+Here's a comprehensive hiring overview dashboard covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "midsection", "dept-attrition-row", "pipeline-card", "openroles-card", "interviews-card"]
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["header-text", "new-role-btn"]
+        },
+        {
+          "id": "header-text",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Talent acquisition dashboard — Q2 snapshot"
+        },
+        {
+          "id": "new-role-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open a New Role",
+          "triggerVariant": "default",
+          "title": "Create a New Role",
+          "description": "Define the position to add it to the hiring pipeline.",
+          "content": ["new-role-form"]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "newRoleForm",
+          "buttons": "new-role-form-buttons",
+          "fields": ["fc-title", "fc-dept", "fc-type", "fc-openings"]
+        },
+        {
+          "id": "fc-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-title",
+          "hint": "e.g. Senior Backend Engineer"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "placeholder": "Enter role title",
+          "type": "text"
+        },
+        {
+          "id": "fc-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["dept-eng", "dept-sales", "dept-product", "dept-marketing", "dept-ops", "dept-hr"]
+        },
+        { "id": "dept-eng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "dept-sales", "component": "SelectItem", "value": "sales", "label": "Sales" },
+        { "id": "dept-product", "component": "SelectItem", "value": "product", "label": "Product" },
+        { "id": "dept-marketing", "component": "SelectItem", "value": "marketing", "label": "Marketing" },
+        { "id": "dept-ops", "component": "SelectItem", "value": "operations", "label": "Operations" },
+        { "id": "dept-hr", "component": "SelectItem", "value": "hr", "label": "People & HR" },
+        {
+          "id": "fc-type",
+          "component": "FormControl",
+          "label": "Employment Type",
+          "input": "select-type"
+        },
+        {
+          "id": "select-type",
+          "component": "Select",
+          "name": "employmentType",
+          "placeholder": "Select type",
+          "items": ["type-ft", "type-pt", "type-contract"]
+        },
+        { "id": "type-ft", "component": "SelectItem", "value": "fulltime", "label": "Full-time" },
+        { "id": "type-pt", "component": "SelectItem", "value": "parttime", "label": "Part-time" },
+        { "id": "type-contract", "component": "SelectItem", "value": "contract", "label": "Contract" },
+        {
+          "id": "fc-openings",
+          "component": "FormControl",
+          "label": "Number of Openings",
+          "input": "input-openings"
+        },
+        {
+          "id": "input-openings",
+          "component": "Input",
+          "name": "openings",
+          "placeholder": "1",
+          "type": "number"
+        },
+        {
+          "id": "new-role-form-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-role", "cancel-role"]
+        },
+        {
+          "id": "submit-role",
+          "component": "Button",
+          "label": "Create Role",
+          "variant": "primary",
+          "action": ["submitNewRole"]
+        },
+        {
+          "id": "cancel-role",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-headcount", "kpi-openroles", "kpi-tth", "kpi-interviews"]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-headcount-label", "kpi-headcount-value", "kpi-headcount-badge"]
+        },
+        { "id": "kpi-headcount-label", "component": "TextContent", "text": "Current Headcount", "size": "small" },
+        { "id": "kpi-headcount-value", "component": "Heading", "text": "742", "level": "h1" },
+        { "id": "kpi-headcount-badge", "component": "Badge", "text": "+18 this quarter", "variant": "secondary" },
+        {
+          "id": "kpi-openroles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-openroles-label", "kpi-openroles-value", "kpi-openroles-badge"]
+        },
+        { "id": "kpi-openroles-label", "component": "TextContent", "text": "Open Roles", "size": "small" },
+        { "id": "kpi-openroles-value", "component": "Heading", "text": "23", "level": "h1" },
+        { "id": "kpi-openroles-badge", "component": "Badge", "text": "6 urgent", "variant": "destructive" },
+        {
+          "id": "kpi-tth",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-tth-label", "kpi-tth-value", "kpi-tth-badge"]
+        },
+        { "id": "kpi-tth-label", "component": "TextContent", "text": "Avg. Time to Hire", "size": "small" },
+        { "id": "kpi-tth-value", "component": "Heading", "text": "34 days", "level": "h1" },
+        { "id": "kpi-tth-badge", "component": "Badge", "text": "-3 days vs last Q", "variant": "secondary" },
+        {
+          "id": "kpi-interviews",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-interviews-label", "kpi-interviews-value", "kpi-interviews-badge"]
+        },
+        { "id": "kpi-interviews-label", "component": "TextContent", "text": "Interviews This Week", "size": "small" },
+        { "id": "kpi-interviews-value", "component": "Heading", "text": "31", "level": "h1" },
+        { "id": "kpi-interviews-badge", "component": "Badge", "text": "12 today", "variant": "default" },
+        {
+          "id": "midsection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["tth-detail-card", "pipeline-summary-card"]
+        },
+        {
+          "id": "tth-detail-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["tth-detail-header", "tth-chart"]
+        },
+        { "id": "tth-detail-header", "component": "CardHeader", "title": "Time to Hire by Department", "subtitle": "Average days from posting to offer" },
+        {
+          "id": "tth-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Sales", "Product", "Marketing", "Operations", "People & HR"],
+          "series": ["tth-series"],
+          "xLabel": "Days",
+          "yLabel": "Department"
+        },
+        {
+          "id": "tth-series",
+          "component": "Series",
+          "category": "Avg Days to Hire",
+          "values": [45, 22, 38, 28, 30, 25]
+        },
+        {
+          "id": "pipeline-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["pipeline-summary-header", "pipeline-progress-applied", "pipeline-progress-screen", "pipeline-progress-interview", "pipeline-progress-offer", "pipeline-progress-hired"]
+        },
+        { "id": "pipeline-summary-header", "component": "CardHeader", "title": "Pipeline Health", "subtitle": "Conversion funnel across all open roles" },
+        { "id": "pipeline-progress-applied", "component": "Progress", "value": 100, "label": "Applied — 428" },
+        { "id": "pipeline-progress-screen", "component": "Progress", "value": 45, "label": "Screening — 193" },
+        { "id": "pipeline-progress-interview", "component": "Progress", "value": 21, "label": "Interview — 89" },
+        { "id": "pipeline-progress-offer", "component": "Progress", "value": 8, "label": "Offer — 34" },
+        { "id": "pipeline-progress-hired", "component": "Progress", "value": 4, "label": "Hired — 18" },
+        {
+          "id": "dept-attrition-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["dept-split-card", "attrition-card"]
+        },
+        {
+          "id": "dept-split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["dept-split-header", "dept-pie"]
+        },
+        { "id": "dept-split-header", "component": "CardHeader", "title": "Headcount by Department", "subtitle": "Distribution of 742 employees" },
+        {
+          "id": "dept-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Engineering", "Sales", "Product", "Marketing", "Operations", "People & HR"],
+          "values": [268, 142, 96, 78, 110, 48]
+        },
+        {
+          "id": "attrition-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["attrition-header", "attrition-chart"]
+        },
+        { "id": "attrition-header", "component": "CardHeader", "title": "Attrition — Last 6 Months", "subtitle": "Monthly voluntary + involuntary departures" },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "xLabel": "Month",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Departures",
+          "values": [9, 12, 7, 11, 6, 8]
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["pipeline-card-header", "pipeline-stage-chart"]
+        },
+        { "id": "pipeline-card-header", "component": "CardHeader", "title": "Candidates by Pipeline Stage", "subtitle": "Active candidates across every stage" },
+        {
+          "id": "pipeline-stage-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+          "series": ["pipeline-stage-series"],
+          "xLabel": "Stage",
+          "yLabel": "Candidates"
+        },
+        {
+          "id": "pipeline-stage-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [428, 193, 89, 34, 18]
+        },
+        {
+          "id": "openroles-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["openroles-header", "openroles-table"]
+        },
+        { "id": "openroles-header", "component": "CardHeader", "title": "Open Roles", "subtitle": "23 active requisitions by department" },
+        {
+          "id": "openroles-table",
+          "component": "Table",
+          "columns": ["col-role", "col-dept", "col-candidates", "col-stage"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Senior Backend Engineer", "Account Executive", "Product Designer", "Data Analyst", "DevOps Engineer", "Growth Marketer", "HR Business Partner", "Sales Development Rep"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Engineering", "Sales", "Product", "Product", "Engineering", "Marketing", "People & HR", "Sales"]
+        },
+        {
+          "id": "col-candidates",
+          "component": "Col",
+          "label": "Candidates",
+          "type": "number",
+          "data": [42, 31, 28, 19, 24, 17, 12, 38]
+        },
+        {
+          "id": "col-stage",
+          "component": "Col",
+          "label": "Current Stage",
+          "type": "string",
+          "data": ["Interview", "Offer", "Screening", "Interview", "Applied", "Screening", "Interview", "Applied"]
+        },
+        {
+          "id": "interviews-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["interviews-header", "interviews-list"]
+        },
+        { "id": "interviews-header", "component": "CardHeader", "title": "Interviews Scheduled This Week", "subtitle": "31 interviews across all open roles" },
+        {
+          "id": "interviews-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["iv-1", "iv-2", "iv-3", "iv-4", "iv-5"]
+        },
+        { "id": "iv-1", "component": "ListItem", "title": "Mon — Senior Backend Engineer", "subtitle": "8 interviews · Engineering · Panel + Technical" },
+        { "id": "iv-2", "component": "ListItem", "title": "Tue — Account Executive", "subtitle": "6 interviews · Sales · Final rounds" },
+        { "id": "iv-3", "component": "ListItem", "title": "Wed — Product Designer", "subtitle": "5 interviews · Product · Portfolio review" },
+        { "id": "iv-4", "component": "ListItem", "title": "Thu — Data Analyst / DevOps", "subtitle": "7 interviews · Engineering · Screening" },
+        { "id": "iv-5", "component": "ListItem", "title": "Fri — SDR + Growth Marketer", "subtitle": "5 interviews · Sales & Marketing · Intro calls" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen dashboard covers all eight items:
+
+1. **Current headcount** — KPI card (742) plus quarterly delta badge
+2. **Open roles with department** — the "Open Roles" table pairs each role with its department, candidate count, and current stage
+3. **Candidates at each pipeline stage** — bar chart (Applied → Hired) plus a funnel in "Pipeline Health"
+4. **Average time to hire** — KPI card (34 days) and a per-department breakdown chart
+5. **Headcount split by department** — donut chart of all 742 employees
+6. **Interviews scheduled this week** — KPI card (31) and a day-by-day list
+7. **Attrition over past six months** — line chart, Jan–Jun
+8. **A way to open a new role** — the "+ Open a New Role" button launching a dialog form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..38513f3ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r2.txt
@@ -0,0 +1,426 @@
+Here's a comprehensive hiring overview dashboard for the HR lead.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "pipeline-section", "dept-interview-row", "openroles-attrition-row", "new-role-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Recruiting dashboard — Q2 snapshot"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-headcount", "kpi-openroles", "kpi-tth", "kpi-interviews"]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-headcount-label", "kpi-headcount-value"]
+        },
+        {
+          "id": "kpi-headcount-label",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "kpi-headcount-value",
+          "component": "Heading",
+          "text": "842",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-openroles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-openroles-label", "kpi-openroles-value"]
+        },
+        {
+          "id": "kpi-openroles-label",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "kpi-openroles-value",
+          "component": "Heading",
+          "text": "27",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-tth",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-tth-label", "kpi-tth-value"]
+        },
+        {
+          "id": "kpi-tth-label",
+          "component": "TextContent",
+          "text": "Avg. Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "kpi-tth-value",
+          "component": "Heading",
+          "text": "34 days",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-interviews",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-interviews-label", "kpi-interviews-value"]
+        },
+        {
+          "id": "kpi-interviews-label",
+          "component": "TextContent",
+          "text": "Interviews This Week",
+          "size": "small"
+        },
+        {
+          "id": "kpi-interviews-value",
+          "component": "Heading",
+          "text": "18",
+          "level": "h2"
+        },
+        {
+          "id": "pipeline-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["pipeline-title", "pipeline-chart"]
+        },
+        {
+          "id": "pipeline-title",
+          "component": "Heading",
+          "text": "Candidates by Pipeline Stage",
+          "level": "h3"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+          "series": ["pipeline-series"],
+          "xLabel": "Candidates",
+          "yLabel": "Stage"
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [312, 148, 64, 22, 9]
+        },
+        {
+          "id": "dept-interview-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["dept-section", "interview-section"]
+        },
+        {
+          "id": "dept-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["dept-title", "dept-chart"]
+        },
+        {
+          "id": "dept-title",
+          "component": "Heading",
+          "text": "Headcount by Department",
+          "level": "h3"
+        },
+        {
+          "id": "dept-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Product", "Operations", "HR"],
+          "values": [318, 176, 92, 104, 118, 34],
+          "variant": "donut"
+        },
+        {
+          "id": "interview-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["interview-title", "interview-table"]
+        },
+        {
+          "id": "interview-title",
+          "component": "Heading",
+          "text": "Interviews Scheduled This Week",
+          "level": "h3"
+        },
+        {
+          "id": "interview-table",
+          "component": "Table",
+          "columns": ["iv-col-candidate", "iv-col-role", "iv-col-day"]
+        },
+        {
+          "id": "iv-col-candidate",
+          "component": "Col",
+          "label": "Candidate",
+          "type": "string",
+          "data": ["A. Rivera", "J. Chen", "M. Okafor", "S. Patel", "L. Novak", "D. Brooks"]
+        },
+        {
+          "id": "iv-col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Sr. Backend Eng", "Account Exec", "PM", "Data Analyst", "UX Designer", "SDR"]
+        },
+        {
+          "id": "iv-col-day",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Mon", "Tue", "Tue", "Wed", "Thu", "Fri"]
+        },
+        {
+          "id": "openroles-attrition-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["openroles-section", "attrition-section"]
+        },
+        {
+          "id": "openroles-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["openroles-title", "openroles-table"]
+        },
+        {
+          "id": "openroles-title",
+          "component": "Heading",
+          "text": "Open Roles",
+          "level": "h3"
+        },
+        {
+          "id": "openroles-table",
+          "component": "Table",
+          "columns": ["or-col-role", "or-col-dept", "or-col-count"]
+        },
+        {
+          "id": "or-col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Sr. Backend Engineer", "Account Executive", "Product Manager", "Data Analyst", "UX Designer", "Sales Dev Rep", "DevOps Engineer", "Content Marketer"]
+        },
+        {
+          "id": "or-col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Engineering", "Sales", "Product", "Operations", "Product", "Sales", "Engineering", "Marketing"]
+        },
+        {
+          "id": "or-col-count",
+          "component": "Col",
+          "label": "Openings",
+          "type": "number",
+          "data": [4, 6, 2, 3, 1, 5, 3, 3]
+        },
+        {
+          "id": "attrition-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["attrition-title", "attrition-chart"]
+        },
+        {
+          "id": "attrition-title",
+          "component": "Heading",
+          "text": "Attrition — Past 6 Months",
+          "level": "h3"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Departures",
+          "values": [9, 7, 11, 8, 6, 5]
+        },
+        {
+          "id": "new-role-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["new-role-title", "new-role-form"]
+        },
+        {
+          "id": "new-role-title",
+          "component": "Heading",
+          "text": "Open a New Role",
+          "level": "h3"
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "newRoleForm",
+          "buttons": "new-role-buttons",
+          "fields": ["fc-title", "fc-dept", "fc-count"]
+        },
+        {
+          "id": "fc-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-title",
+          "hint": "e.g. Senior Frontend Engineer"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "type": "text",
+          "placeholder": "Enter role title"
+        },
+        {
+          "id": "fc-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["opt-eng", "opt-sales", "opt-mkt", "opt-prod", "opt-ops", "opt-hr"]
+        },
+        {
+          "id": "opt-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "opt-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "opt-mkt",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "opt-prod",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product"
+        },
+        {
+          "id": "opt-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "opt-hr",
+          "component": "SelectItem",
+          "value": "hr",
+          "label": "HR"
+        },
+        {
+          "id": "fc-count",
+          "component": "FormControl",
+          "label": "Number of Openings",
+          "input": "input-count"
+        },
+        {
+          "id": "input-count",
+          "component": "Input",
+          "name": "openings",
+          "type": "number",
+          "placeholder": "1"
+        },
+        {
+          "id": "new-role-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Open Role",
+          "variant": "primary",
+          "action": ["submitNewRole"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Current headcount** — top KPI card (842)
+2. **Open roles with department** — dedicated table listing each role, its department, and opening count
+3. **Candidates at each pipeline stage** — horizontal bar chart (Applied → Hired)
+4. **Average time to hire** — KPI card (34 days)
+5. **Headcount split by department** — donut chart
+6. **Interviews scheduled this week** — KPI card plus a detailed schedule table, and it's summarized in the top row
+7. **Attrition over the past six months** — line chart (Jan–Jun)
+8. **A way to open a new role** — form with title, department selector, opening count, and submit button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..652fc1e8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r3.txt
@@ -0,0 +1,433 @@
+Here's a comprehensive hiring overview dashboard covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpiRow", "midRow", "deptRow", "pipelineCard", "openRolesCard", "interviewsCard", "attritionCard", "newRoleForm"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Recruiting snapshot for the current period"
+        },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiHeadcount", "kpiOpenRoles", "kpiTimeToHire", "kpiInterviews"]
+        },
+        {
+          "id": "kpiHeadcount",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiHeadcountLabel", "kpiHeadcountValue"]
+        },
+        {
+          "id": "kpiHeadcountLabel",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "kpiHeadcountValue",
+          "component": "Heading",
+          "text": "482",
+          "level": "h2"
+        },
+        {
+          "id": "kpiOpenRoles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiOpenRolesLabel", "kpiOpenRolesValue"]
+        },
+        {
+          "id": "kpiOpenRolesLabel",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "kpiOpenRolesValue",
+          "component": "Heading",
+          "text": "17",
+          "level": "h2"
+        },
+        {
+          "id": "kpiTimeToHire",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiTimeToHireLabel", "kpiTimeToHireValue"]
+        },
+        {
+          "id": "kpiTimeToHireLabel",
+          "component": "TextContent",
+          "text": "Avg. Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "kpiTimeToHireValue",
+          "component": "Heading",
+          "text": "34 days",
+          "level": "h2"
+        },
+        {
+          "id": "kpiInterviews",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiInterviewsLabel", "kpiInterviewsValue"]
+        },
+        {
+          "id": "kpiInterviewsLabel",
+          "component": "TextContent",
+          "text": "Interviews This Week",
+          "size": "small"
+        },
+        {
+          "id": "kpiInterviewsValue",
+          "component": "Heading",
+          "text": "23",
+          "level": "h2"
+        },
+
+        {
+          "id": "midRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["deptSplitCard"]
+        },
+
+        {
+          "id": "deptRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": []
+        },
+
+        {
+          "id": "deptSplitCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["deptSplitHeader", "deptSplitChart"]
+        },
+        {
+          "id": "deptSplitHeader",
+          "component": "CardHeader",
+          "title": "Headcount by Department"
+        },
+        {
+          "id": "deptSplitChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Engineering", "Sales", "Marketing", "Product", "Operations", "HR", "Finance"],
+          "values": [168, 92, 46, 58, 61, 22, 35]
+        },
+
+        {
+          "id": "pipelineCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["pipelineHeader", "pipelineChart"]
+        },
+        {
+          "id": "pipelineHeader",
+          "component": "CardHeader",
+          "title": "Candidates by Pipeline Stage"
+        },
+        {
+          "id": "pipelineChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+          "series": ["pipelineSeries"],
+          "xLabel": "Candidates",
+          "yLabel": "Stage"
+        },
+        {
+          "id": "pipelineSeries",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [312, 128, 64, 21, 9]
+        },
+
+        {
+          "id": "openRolesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["openRolesHeader", "openRolesTable"]
+        },
+        {
+          "id": "openRolesHeader",
+          "component": "CardHeader",
+          "title": "Open Roles",
+          "subtitle": "Active requisitions by department"
+        },
+        {
+          "id": "openRolesTable",
+          "component": "Table",
+          "columns": ["colRole", "colDept", "colOpenings", "colStatus"]
+        },
+        {
+          "id": "colRole",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "Marketing Manager", "DevOps Engineer", "HR Business Partner"]
+        },
+        {
+          "id": "colDept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Engineering", "Product", "Sales", "Product", "Marketing", "Engineering", "HR"]
+        },
+        {
+          "id": "colOpenings",
+          "component": "Col",
+          "label": "Openings",
+          "type": "number",
+          "data": [3, 2, 4, 2, 1, 3, 2]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Interviewing", "Screening", "Sourcing", "Interviewing", "Offer Stage", "Sourcing", "Screening"]
+        },
+
+        {
+          "id": "interviewsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["interviewsHeader", "interviewsList"]
+        },
+        {
+          "id": "interviewsHeader",
+          "component": "CardHeader",
+          "title": "Interviews Scheduled This Week",
+          "subtitle": "23 total across all stages"
+        },
+        {
+          "id": "interviewsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["intv1", "intv2", "intv3", "intv4"]
+        },
+        {
+          "id": "intv1",
+          "component": "ListItem",
+          "title": "Mon – Senior Backend Engineer",
+          "subtitle": "6 interviews · Engineering"
+        },
+        {
+          "id": "intv2",
+          "component": "ListItem",
+          "title": "Tue – Account Executive",
+          "subtitle": "5 interviews · Sales"
+        },
+        {
+          "id": "intv3",
+          "component": "ListItem",
+          "title": "Wed – Product Designer",
+          "subtitle": "7 interviews · Product"
+        },
+        {
+          "id": "intv4",
+          "component": "ListItem",
+          "title": "Thu/Fri – Data Analyst",
+          "subtitle": "5 interviews · Product"
+        },
+
+        {
+          "id": "attritionCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["attritionHeader", "attritionChart"]
+        },
+        {
+          "id": "attritionHeader",
+          "component": "CardHeader",
+          "title": "Attrition – Past 6 Months",
+          "subtitle": "Departures per month"
+        },
+        {
+          "id": "attritionChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attritionSeries"],
+          "xLabel": "Month",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "attritionSeries",
+          "component": "Series",
+          "category": "Departures",
+          "values": [7, 5, 8, 6, 4, 5]
+        },
+
+        {
+          "id": "newRoleForm",
+          "component": "Form",
+          "name": "openNewRole",
+          "fields": ["fcRoleTitle", "fcDept", "fcOpenings", "fcType", "fcNotes"],
+          "buttons": "newRoleButtons"
+        },
+        {
+          "id": "fcRoleTitle",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "inpRoleTitle"
+        },
+        {
+          "id": "inpRoleTitle",
+          "component": "Input",
+          "name": "roleTitle",
+          "type": "text",
+          "placeholder": "e.g. Senior Frontend Engineer"
+        },
+        {
+          "id": "fcDept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "selDept"
+        },
+        {
+          "id": "selDept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["optEng", "optSales", "optMkt", "optProd", "optOps", "optHR", "optFin"]
+        },
+        { "id": "optEng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "optSales", "component": "SelectItem", "value": "sales", "label": "Sales" },
+        { "id": "optMkt", "component": "SelectItem", "value": "marketing", "label": "Marketing" },
+        { "id": "optProd", "component": "SelectItem", "value": "product", "label": "Product" },
+        { "id": "optOps", "component": "SelectItem", "value": "operations", "label": "Operations" },
+        { "id": "optHR", "component": "SelectItem", "value": "hr", "label": "HR" },
+        { "id": "optFin", "component": "SelectItem", "value": "finance", "label": "Finance" },
+        {
+          "id": "fcOpenings",
+          "component": "FormControl",
+          "label": "Number of Openings",
+          "input": "inpOpenings"
+        },
+        {
+          "id": "inpOpenings",
+          "component": "Input",
+          "name": "openings",
+          "type": "number",
+          "placeholder": "1"
+        },
+        {
+          "id": "fcType",
+          "component": "FormControl",
+          "label": "Employment Type",
+          "input": "selType"
+        },
+        {
+          "id": "selType",
+          "component": "Select",
+          "name": "employmentType",
+          "placeholder": "Select type",
+          "items": ["typeFull", "typePart", "typeContract"]
+        },
+        { "id": "typeFull", "component": "SelectItem", "value": "full-time", "label": "Full-time" },
+        { "id": "typePart", "component": "SelectItem", "value": "part-time", "label": "Part-time" },
+        { "id": "typeContract", "component": "SelectItem", "value": "contract", "label": "Contract" },
+        {
+          "id": "fcNotes",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "taNotes"
+        },
+        {
+          "id": "taNotes",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 3,
+          "placeholder": "Add any details about this requisition..."
+        },
+        {
+          "id": "newRoleButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btnOpenRole", "btnCancel"]
+        },
+        {
+          "id": "btnOpenRole",
+          "component": "Button",
+          "label": "Open New Role",
+          "variant": "primary"
+        },
+        {
+          "id": "btnCancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight items:
+
+1. **Current headcount** – KPI card (482) plus the department pie chart.
+2. **Open roles with department** – the "Open Roles" table listing each role, its department, openings, and status.
+3. **Candidates at each pipeline stage** – the horizontal bar chart (Applied → Hired).
+4. **Average time to hire** – KPI card (34 days).
+5. **Headcount split by department** – donut chart.
+6. **Interviews scheduled this week** – KPI card (23) plus the day-by-day list.
+7. **Attrition over past six months** – line chart of monthly departures.
+8. **Open a new role** – the bottom form with an "Open New Role" submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..6565855f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-hr__r4.txt
@@ -0,0 +1,468 @@
+Here's a comprehensive hiring overview dashboard covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "pipeline-card", "charts-row", "open-roles-card", "interviews-card", "new-role-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Talent acquisition dashboard — Q2 snapshot"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-headcount", "kpi-open-roles", "kpi-time-to-hire", "kpi-interviews"]
+        },
+        {
+          "id": "kpi-headcount",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-headcount-label", "kpi-headcount-value", "kpi-headcount-sub"]
+        },
+        {
+          "id": "kpi-headcount-label",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-headcount-value",
+          "component": "Heading",
+          "text": "842",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-headcount-sub",
+          "component": "Tag",
+          "text": "+3.2% vs last quarter",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-open-roles",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-open-label", "kpi-open-value", "kpi-open-sub"]
+        },
+        {
+          "id": "kpi-open-label",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-open-value",
+          "component": "Heading",
+          "text": "27",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-open-sub",
+          "component": "Tag",
+          "text": "6 urgent",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-time-to-hire",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-tth-label", "kpi-tth-value", "kpi-tth-sub"]
+        },
+        {
+          "id": "kpi-tth-label",
+          "component": "TextContent",
+          "text": "Avg. Time to Hire",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-tth-value",
+          "component": "Heading",
+          "text": "34 days",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-tth-sub",
+          "component": "Tag",
+          "text": "-4 days vs target",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-interviews",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-int-label", "kpi-int-value", "kpi-int-sub"]
+        },
+        {
+          "id": "kpi-int-label",
+          "component": "TextContent",
+          "text": "Interviews This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-int-value",
+          "component": "Heading",
+          "text": "18",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-int-sub",
+          "component": "Tag",
+          "text": "across 9 roles",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["pipeline-header", "pipeline-chart"]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidate Pipeline",
+          "subtitle": "Candidates at each stage across all open roles"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+          "series": ["pipeline-series"],
+          "xLabel": "Candidates",
+          "yLabel": "Stage"
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [312, 118, 54, 21, 12]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["dept-card", "attrition-card"]
+        },
+        {
+          "id": "dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["dept-header", "dept-chart"]
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "Headcount by Department",
+          "subtitle": "Distribution of current employees"
+        },
+        {
+          "id": "dept-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Operations", "HR", "Finance"],
+          "values": [312, 178, 96, 134, 48, 74],
+          "variant": "donut"
+        },
+        {
+          "id": "attrition-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["attrition-header", "attrition-chart"]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition — Past 6 Months",
+          "subtitle": "Monthly voluntary + involuntary departures"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Departures",
+          "values": [9, 7, 11, 6, 8, 5]
+        },
+        {
+          "id": "open-roles-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["open-roles-header", "open-roles-table"]
+        },
+        {
+          "id": "open-roles-header",
+          "component": "CardHeader",
+          "title": "Open Roles",
+          "subtitle": "Active requisitions by department"
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": ["col-role", "col-dept", "col-candidates", "col-days-open"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "HR Business Partner", "DevOps Engineer"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Engineering", "Marketing", "Sales", "Operations", "HR", "Engineering"]
+        },
+        {
+          "id": "col-candidates",
+          "component": "Col",
+          "label": "Candidates",
+          "type": "number",
+          "data": [24, 15, 31, 12, 8, 19]
+        },
+        {
+          "id": "col-days-open",
+          "component": "Col",
+          "label": "Days Open",
+          "type": "number",
+          "data": [18, 42, 9, 27, 55, 14]
+        },
+        {
+          "id": "interviews-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["interviews-header", "interviews-list"]
+        },
+        {
+          "id": "interviews-header",
+          "component": "CardHeader",
+          "title": "Interviews Scheduled This Week",
+          "subtitle": "18 interviews across the pipeline"
+        },
+        {
+          "id": "interviews-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["int-1", "int-2", "int-3", "int-4", "int-5"]
+        },
+        {
+          "id": "int-1",
+          "component": "ListItem",
+          "title": "Priya Sharma — Senior Backend Engineer",
+          "subtitle": "Mon 10:00 AM · Technical round · Engineering"
+        },
+        {
+          "id": "int-2",
+          "component": "ListItem",
+          "title": "Marcus Lee — Account Executive",
+          "subtitle": "Tue 2:00 PM · Final round · Sales"
+        },
+        {
+          "id": "int-3",
+          "component": "ListItem",
+          "title": "Elena Rodriguez — Product Designer",
+          "subtitle": "Wed 11:30 AM · Portfolio review · Marketing"
+        },
+        {
+          "id": "int-4",
+          "component": "ListItem",
+          "title": "James Okafor — Data Analyst",
+          "subtitle": "Thu 3:00 PM · Screening · Operations"
+        },
+        {
+          "id": "int-5",
+          "component": "ListItem",
+          "title": "Sofia Chen — DevOps Engineer",
+          "subtitle": "Fri 9:00 AM · Technical round · Engineering"
+        },
+        {
+          "id": "new-role-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["new-role-text", "new-role-form"]
+        },
+        {
+          "id": "new-role-text",
+          "component": "TextContent",
+          "text": "**Open a New Role** — Kick off a new requisition and start sourcing candidates.",
+          "size": "default"
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "newRoleForm",
+          "buttons": "new-role-buttons",
+          "fields": ["field-title", "field-dept", "field-count"]
+        },
+        {
+          "id": "field-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-title",
+          "hint": "e.g. Senior Product Manager"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "placeholder": "Enter role title",
+          "type": "text"
+        },
+        {
+          "id": "field-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select a department",
+          "items": ["opt-eng", "opt-sales", "opt-mkt", "opt-ops", "opt-hr", "opt-fin"]
+        },
+        {
+          "id": "opt-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "opt-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "opt-mkt",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "opt-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "opt-hr",
+          "component": "SelectItem",
+          "value": "hr",
+          "label": "HR"
+        },
+        {
+          "id": "opt-fin",
+          "component": "SelectItem",
+          "value": "finance",
+          "label": "Finance"
+        },
+        {
+          "id": "field-count",
+          "component": "FormControl",
+          "label": "Number of Openings",
+          "input": "input-count"
+        },
+        {
+          "id": "input-count",
+          "component": "Input",
+          "name": "openings",
+          "placeholder": "1",
+          "type": "number"
+        },
+        {
+          "id": "new-role-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-create", "btn-draft"]
+        },
+        {
+          "id": "btn-create",
+          "component": "Button",
+          "label": "Open Role",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all eight items:
+
+1. **Current headcount** — KPI card showing 842 with quarter-over-quarter trend
+2. **Open roles with department** — a table listing each role, its department, candidate count, and days open
+3. **Candidates at each pipeline stage** — a horizontal bar chart across Applied → Screening → Interview → Offer → Hired
+4. **Average time to hire** — KPI card showing 34 days against target
+5. **Headcount split by department** — a donut chart across six departments
+6. **Interviews scheduled this week** — a KPI count plus a detailed list of upcoming interviews
+7. **Attrition over the past six months** — a line chart of monthly departures (Jan–Jun)
+8. **A way to open a new role** — a form with title, department, and openings, plus an "Open Role" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..20a5fad58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r1.txt
@@ -0,0 +1,427 @@
+Here's a comprehensive analytics dashboard covering all eight requirements for your training platform.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "cohort-filter", "kpi-row", "engagement-card", "enrollment-card", "at-risk-card", "message-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Training Analytics",
+          "subtitle": "Overview of learner activity and performance"
+        },
+        {
+          "id": "cohort-filter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["cohort-select", "cohort-apply"]
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "Filter by cohort",
+          "value": "all",
+          "items": ["cohort-all", "cohort-eng", "cohort-sales", "cohort-onboard", "cohort-2024q4"]
+        },
+        {
+          "id": "cohort-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts"
+        },
+        {
+          "id": "cohort-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "cohort-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "cohort-onboard",
+          "component": "SelectItem",
+          "value": "onboarding",
+          "label": "New Hire Onboarding"
+        },
+        {
+          "id": "cohort-2024q4",
+          "component": "SelectItem",
+          "value": "2024q4",
+          "label": "2024 Q4 Intake"
+        },
+        {
+          "id": "cohort-apply",
+          "component": "Button",
+          "label": "Apply Filter",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["applyCohortFilter"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-active", "kpi-completion", "kpi-quiz"]
+        },
+        {
+          "id": "kpi-active",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-active-label", "kpi-active-value", "kpi-active-sub"]
+        },
+        {
+          "id": "kpi-active-label",
+          "component": "TextContent",
+          "text": "Active Learners This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-active-value",
+          "component": "Heading",
+          "text": "1,284",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-active-sub",
+          "component": "Tag",
+          "text": "+8.2% vs last week",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-completion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-completion-label", "kpi-completion-value", "kpi-completion-progress"]
+        },
+        {
+          "id": "kpi-completion-label",
+          "component": "TextContent",
+          "text": "Course Completion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-completion-value",
+          "component": "Heading",
+          "text": "73%",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-completion-progress",
+          "component": "Progress",
+          "value": 73,
+          "label": "Target: 80%"
+        },
+        {
+          "id": "kpi-quiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-quiz-label", "kpi-quiz-value", "kpi-quiz-sub"]
+        },
+        {
+          "id": "kpi-quiz-label",
+          "component": "TextContent",
+          "text": "Average Quiz Score",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-quiz-value",
+          "component": "Heading",
+          "text": "82.4",
+          "level": "h1"
+        },
+        {
+          "id": "kpi-quiz-sub",
+          "component": "Tag",
+          "text": "Across 4,120 attempts",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["engagement-header", "engagement-chart"]
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Engagement — Past 8 Weeks",
+          "subtitle": "Weekly active learners and lessons completed"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "AreaChart",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8"],
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "series": ["engagement-active", "engagement-lessons"]
+        },
+        {
+          "id": "engagement-active",
+          "component": "Series",
+          "category": "Active Learners",
+          "values": [980, 1040, 1015, 1120, 1180, 1150, 1230, 1284]
+        },
+        {
+          "id": "engagement-lessons",
+          "component": "Series",
+          "category": "Lessons Completed",
+          "values": [3200, 3450, 3380, 3720, 3900, 3810, 4050, 4260]
+        },
+        {
+          "id": "enrollment-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["enrollment-header", "enrollment-chart"]
+        },
+        {
+          "id": "enrollment-header",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Top courses by total learners enrolled"
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Intro to Data Science", "Cloud Fundamentals", "Leadership Essentials", "Cybersecurity Basics", "Agile Delivery", "Financial Literacy"],
+          "xLabel": "Enrollments",
+          "yLabel": "Course",
+          "series": ["enrollment-series"]
+        },
+        {
+          "id": "enrollment-series",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [1420, 1180, 960, 870, 640, 510]
+        },
+        {
+          "id": "at-risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["at-risk-header", "at-risk-alert", "at-risk-table"]
+        },
+        {
+          "id": "at-risk-header",
+          "component": "CardHeader",
+          "title": "Learners at Risk of Dropping Out",
+          "subtitle": "Low activity, stalled progress, or missed deadlines"
+        },
+        {
+          "id": "at-risk-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "27 learners flagged this week",
+          "description": "These learners have had no activity for 10+ days or are below the progress threshold. Consider reaching out."
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": ["ar-col-name", "ar-col-cohort", "ar-col-progress", "ar-col-inactive", "ar-col-risk"]
+        },
+        {
+          "id": "ar-col-name",
+          "component": "Col",
+          "label": "Learner",
+          "type": "string",
+          "data": ["Marcus Lee", "Priya Nair", "Tomás Álvarez", "Hannah Cole", "Ken Watanabe"]
+        },
+        {
+          "id": "ar-col-cohort",
+          "component": "Col",
+          "label": "Cohort",
+          "type": "string",
+          "data": ["Engineering", "Sales", "Onboarding", "2024 Q4", "Engineering"]
+        },
+        {
+          "id": "ar-col-progress",
+          "component": "Col",
+          "label": "Progress",
+          "type": "string",
+          "data": ["18%", "24%", "9%", "31%", "15%"]
+        },
+        {
+          "id": "ar-col-inactive",
+          "component": "Col",
+          "label": "Days Inactive",
+          "type": "number",
+          "data": [14, 12, 21, 10, 17]
+        },
+        {
+          "id": "ar-col-risk",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium", "High"]
+        },
+        {
+          "id": "message-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["message-header", "message-form"]
+        },
+        {
+          "id": "message-header",
+          "component": "CardHeader",
+          "title": "Message a Cohort",
+          "subtitle": "Send an announcement or nudge to a selected group"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "cohortMessage",
+          "buttons": "message-buttons",
+          "fields": ["fc-target", "fc-subject", "fc-body"]
+        },
+        {
+          "id": "fc-target",
+          "component": "FormControl",
+          "label": "Recipient Cohort",
+          "input": "msg-target-select",
+          "hint": "Who should receive this message"
+        },
+        {
+          "id": "msg-target-select",
+          "component": "Select",
+          "name": "messageTarget",
+          "placeholder": "Choose a cohort",
+          "items": ["mt-eng", "mt-sales", "mt-onboard", "mt-2024q4", "mt-atrisk"]
+        },
+        {
+          "id": "mt-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "mt-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "mt-onboard",
+          "component": "SelectItem",
+          "value": "onboarding",
+          "label": "New Hire Onboarding"
+        },
+        {
+          "id": "mt-2024q4",
+          "component": "SelectItem",
+          "value": "2024q4",
+          "label": "2024 Q4 Intake"
+        },
+        {
+          "id": "mt-atrisk",
+          "component": "SelectItem",
+          "value": "atrisk",
+          "label": "At-Risk Learners (27)"
+        },
+        {
+          "id": "fc-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "msg-subject-input"
+        },
+        {
+          "id": "msg-subject-input",
+          "component": "Input",
+          "name": "messageSubject",
+          "type": "text",
+          "placeholder": "e.g. Let's finish strong this week"
+        },
+        {
+          "id": "fc-body",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "msg-body-area"
+        },
+        {
+          "id": "msg-body-area",
+          "component": "TextArea",
+          "name": "messageBody",
+          "rows": 4,
+          "placeholder": "Write your message to the cohort..."
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["msg-send", "msg-clear"]
+        },
+        {
+          "id": "msg-send",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "action": ["sendCohortMessage"]
+        },
+        {
+          "id": "msg-clear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "action": ["clearMessageForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight items:
+
+1. **Active learners this week** — KPI card showing 1,284 with week-over-week change
+2. **Course completion rate** — KPI card with 73% and a progress bar against target
+3. **Average quiz score** — KPI card showing 82.4 across all attempts
+4. **Courses ranked by enrollment** — horizontal bar chart, ordered descending
+5. **Learners at risk** — warning alert plus a detailed table with progress, inactivity, and risk level
+6. **Narrow to one cohort** — the cohort filter dropdown at the top with an Apply button
+7. **Engagement across 8 weeks** — area chart tracking active learners and lessons completed weekly
+8. **Message a cohort** — a form to pick a cohort (including the at-risk group) and send an announcement
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..9f4e530f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r2.txt
@@ -0,0 +1,364 @@
+Here's a comprehensive analytics dashboard for your training platform covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "cohort-filter-card",
+            "kpi-row",
+            "engagement-card",
+            "enrollment-card",
+            "at-risk-card",
+            "message-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Training Analytics",
+          "subtitle": "Performance and engagement overview"
+        },
+        {
+          "id": "cohort-filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["cohort-filter-control", "cohort-apply-btn"]
+        },
+        {
+          "id": "cohort-filter-control",
+          "component": "FormControl",
+          "label": "Narrow to Cohort",
+          "hint": "Filter all metrics to a single cohort",
+          "input": "cohort-select"
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "All cohorts",
+          "items": [
+            "cohort-all",
+            "cohort-2024q1",
+            "cohort-2024q2",
+            "cohort-eng",
+            "cohort-sales"
+          ]
+        },
+        { "id": "cohort-all", "component": "SelectItem", "value": "all", "label": "All Cohorts" },
+        { "id": "cohort-2024q1", "component": "SelectItem", "value": "2024q1", "label": "2024 Q1 Onboarding" },
+        { "id": "cohort-2024q2", "component": "SelectItem", "value": "2024q2", "label": "2024 Q2 Onboarding" },
+        { "id": "cohort-eng", "component": "SelectItem", "value": "engineering", "label": "Engineering Track" },
+        { "id": "cohort-sales", "component": "SelectItem", "value": "sales", "label": "Sales Track" },
+        {
+          "id": "cohort-apply-btn",
+          "component": "Button",
+          "label": "Apply Filter",
+          "variant": "primary",
+          "action": ["applyCohortFilter"]
+        },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-active", "kpi-completion", "kpi-quiz"]
+        },
+        {
+          "id": "kpi-active",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-active-label", "kpi-active-value", "kpi-active-tag"]
+        },
+        { "id": "kpi-active-label", "component": "TextContent", "text": "Active Learners This Week", "size": "small" },
+        { "id": "kpi-active-value", "component": "Heading", "text": "1,284", "level": "h2" },
+        { "id": "kpi-active-tag", "component": "Tag", "text": "+8.2% vs last week", "variant": "success", "size": "sm" },
+
+        {
+          "id": "kpi-completion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-completion-label", "kpi-completion-value", "kpi-completion-progress"]
+        },
+        { "id": "kpi-completion-label", "component": "TextContent", "text": "Course Completion Rate", "size": "small" },
+        { "id": "kpi-completion-value", "component": "Heading", "text": "72%", "level": "h2" },
+        { "id": "kpi-completion-progress", "component": "Progress", "value": 72, "label": "Completed vs enrolled" },
+
+        {
+          "id": "kpi-quiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-quiz-label", "kpi-quiz-value", "kpi-quiz-tag"]
+        },
+        { "id": "kpi-quiz-label", "component": "TextContent", "text": "Average Quiz Score", "size": "small" },
+        { "id": "kpi-quiz-value", "component": "Heading", "text": "84.6", "level": "h2" },
+        { "id": "kpi-quiz-tag", "component": "Tag", "text": "Passing threshold: 70", "variant": "info", "size": "sm" },
+
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["engagement-header", "engagement-chart"]
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Engagement — Past 8 Weeks",
+          "subtitle": "Active sessions and lesson completions per week"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["engagement-sessions", "engagement-completions"]
+        },
+        {
+          "id": "engagement-sessions",
+          "component": "Series",
+          "category": "Active Sessions",
+          "values": [980, 1040, 1010, 1120, 1180, 1150, 1240, 1284]
+        },
+        {
+          "id": "engagement-completions",
+          "component": "Series",
+          "category": "Lesson Completions",
+          "values": [620, 680, 700, 760, 820, 810, 890, 940]
+        },
+
+        {
+          "id": "enrollment-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["enrollment-header", "enrollment-chart"]
+        },
+        {
+          "id": "enrollment-header",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Top courses by number of enrolled learners"
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Enrollments",
+          "yLabel": "Course",
+          "labels": [
+            "Intro to Data",
+            "Security Basics",
+            "Leadership 101",
+            "Cloud Fundamentals",
+            "Advanced SQL"
+          ],
+          "series": ["enrollment-series"]
+        },
+        {
+          "id": "enrollment-series",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [842, 730, 615, 540, 410]
+        },
+
+        {
+          "id": "at-risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["at-risk-header", "at-risk-alert", "at-risk-table"]
+        },
+        {
+          "id": "at-risk-header",
+          "component": "CardHeader",
+          "title": "Learners at Risk of Dropping Out",
+          "subtitle": "Flagged by low activity and stalled progress"
+        },
+        {
+          "id": "at-risk-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "5 learners need attention",
+          "description": "These learners have been inactive for 10+ days or fallen below completion pace."
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": ["col-name", "col-course", "col-progress", "col-inactive", "col-risk"]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Learner",
+          "type": "string",
+          "data": ["Jordan P.", "Maya R.", "Chen W.", "Ava T.", "Liam N."]
+        },
+        {
+          "id": "col-course",
+          "component": "Col",
+          "label": "Course",
+          "type": "string",
+          "data": ["Cloud Fundamentals", "Advanced SQL", "Security Basics", "Leadership 101", "Intro to Data"]
+        },
+        {
+          "id": "col-progress",
+          "component": "Col",
+          "label": "Progress %",
+          "type": "number",
+          "data": [22, 15, 34, 18, 9]
+        },
+        {
+          "id": "col-inactive",
+          "component": "Col",
+          "label": "Days Inactive",
+          "type": "number",
+          "data": [14, 21, 11, 17, 25]
+        },
+        {
+          "id": "col-risk",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["High", "Critical", "Medium", "High", "Critical"]
+        },
+
+        {
+          "id": "message-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["message-header", "message-form"]
+        },
+        {
+          "id": "message-header",
+          "component": "CardHeader",
+          "title": "Message a Cohort",
+          "subtitle": "Send an announcement or nudge to a selected cohort"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "cohortMessage",
+          "buttons": "message-buttons",
+          "fields": ["message-target-control", "message-subject-control", "message-body-control"]
+        },
+        {
+          "id": "message-target-control",
+          "component": "FormControl",
+          "label": "Recipient Cohort",
+          "input": "message-target-select"
+        },
+        {
+          "id": "message-target-select",
+          "component": "Select",
+          "name": "targetCohort",
+          "placeholder": "Choose a cohort",
+          "items": ["msg-c1", "msg-c2", "msg-c3", "msg-c4", "msg-c5"]
+        },
+        { "id": "msg-c1", "component": "SelectItem", "value": "all", "label": "All Cohorts" },
+        { "id": "msg-c2", "component": "SelectItem", "value": "2024q1", "label": "2024 Q1 Onboarding" },
+        { "id": "msg-c3", "component": "SelectItem", "value": "2024q2", "label": "2024 Q2 Onboarding" },
+        { "id": "msg-c4", "component": "SelectItem", "value": "engineering", "label": "Engineering Track" },
+        { "id": "msg-c5", "component": "SelectItem", "value": "at-risk", "label": "At-Risk Learners" },
+        {
+          "id": "message-subject-control",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "message-subject-input"
+        },
+        {
+          "id": "message-subject-input",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "e.g. A quick check-in on your progress"
+        },
+        {
+          "id": "message-body-control",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "message-body-input"
+        },
+        {
+          "id": "message-body-input",
+          "component": "TextArea",
+          "name": "body",
+          "rows": 4,
+          "placeholder": "Write your message to the cohort..."
+        },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["message-send-btn", "message-clear-btn"]
+        },
+        {
+          "id": "message-send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "action": ["sendCohortMessage"]
+        },
+        {
+          "id": "message-clear-btn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "action": ["clearMessageForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Active learners this week** — KPI card showing 1,284 with a week-over-week trend tag.
+2. **Course completion rate** — KPI card with a 72% progress bar.
+3. **Average quiz score** — KPI card showing 84.6 against the passing threshold.
+4. **Courses ranked by enrollment** — horizontal bar chart sorted by enrollment count.
+5. **Learners at risk of dropping out** — a warning alert plus a detailed table with progress, inactivity, and risk level.
+6. **Narrow to one cohort** — a cohort selector with an Apply Filter button at the top that scopes all metrics.
+7. **Engagement across past eight weeks** — a line chart with active sessions and lesson completions per week.
+8. **Message a cohort** — a form to pick a cohort, write a subject/body, and send.
+
+Want me to wire the cohort filter to dynamically update the KPI values, or add pagination to the at-risk table?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..ba852c9d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r3.txt
@@ -0,0 +1,320 @@
+Here's a comprehensive analytics dashboard covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "cohortFilter", "kpiRow", "engagementCard", "enrollmentCard", "atRiskCard", "messageCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Training Analytics",
+          "subtitle": "Platform performance overview"
+        },
+        {
+          "id": "cohortFilter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["cohortSelect", "cohortApplyBtn"]
+        },
+        {
+          "id": "cohortSelect",
+          "component": "FormControl",
+          "label": "Narrow to Cohort",
+          "hint": "View analytics for a single cohort",
+          "input": "cohortSelectInput"
+        },
+        {
+          "id": "cohortSelectInput",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "All cohorts",
+          "items": ["cohortAll", "cohortA", "cohortB", "cohortC"]
+        },
+        { "id": "cohortAll", "component": "SelectItem", "value": "all", "label": "All Cohorts" },
+        { "id": "cohortA", "component": "SelectItem", "value": "spring", "label": "Spring 2024" },
+        { "id": "cohortB", "component": "SelectItem", "value": "summer", "label": "Summer 2024" },
+        { "id": "cohortC", "component": "SelectItem", "value": "fall", "label": "Fall 2024" },
+        {
+          "id": "cohortApplyBtn",
+          "component": "Button",
+          "label": "Apply Filter",
+          "variant": "primary",
+          "action": ["applyCohortFilter"]
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpiActive", "kpiCompletion", "kpiQuiz"]
+        },
+        {
+          "id": "kpiActive",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiActiveLabel", "kpiActiveValue", "kpiActiveBadge"]
+        },
+        { "id": "kpiActiveLabel", "component": "TextContent", "text": "Active Learners This Week", "size": "small" },
+        { "id": "kpiActiveValue", "component": "Heading", "text": "1,284", "level": "h2" },
+        { "id": "kpiActiveBadge", "component": "Badge", "text": "+8% vs last week", "variant": "secondary" },
+        {
+          "id": "kpiCompletion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCompletionLabel", "kpiCompletionValue", "kpiCompletionProgress"]
+        },
+        { "id": "kpiCompletionLabel", "component": "TextContent", "text": "Course Completion Rate", "size": "small" },
+        { "id": "kpiCompletionValue", "component": "Heading", "text": "72%", "level": "h2" },
+        { "id": "kpiCompletionProgress", "component": "Progress", "value": 72, "label": "Completion" },
+        {
+          "id": "kpiQuiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiQuizLabel", "kpiQuizValue", "kpiQuizBadge"]
+        },
+        { "id": "kpiQuizLabel", "component": "TextContent", "text": "Average Quiz Score", "size": "small" },
+        { "id": "kpiQuizValue", "component": "Heading", "text": "84.6", "level": "h2" },
+        { "id": "kpiQuizBadge", "component": "Badge", "text": "Out of 100", "variant": "outline" },
+        {
+          "id": "engagementCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["engagementHeader", "engagementChart"]
+        },
+        {
+          "id": "engagementHeader",
+          "component": "CardHeader",
+          "title": "Engagement — Past 8 Weeks",
+          "subtitle": "Weekly active learner sessions"
+        },
+        {
+          "id": "engagementChart",
+          "component": "LineChart",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8"],
+          "series": ["engagementSeries"],
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Active Sessions"
+        },
+        {
+          "id": "engagementSeries",
+          "component": "Series",
+          "category": "Sessions",
+          "values": [820, 910, 875, 1020, 1150, 1080, 1210, 1284]
+        },
+        {
+          "id": "enrollmentCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["enrollmentHeader", "enrollmentChart"]
+        },
+        {
+          "id": "enrollmentHeader",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Total learners per course"
+        },
+        {
+          "id": "enrollmentChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Data Science Foundations", "Leadership Essentials", "Cloud Architecture", "UX Design Basics", "Cybersecurity 101"],
+          "series": ["enrollmentSeries"],
+          "xLabel": "Enrollments",
+          "yLabel": "Course"
+        },
+        {
+          "id": "enrollmentSeries",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [842, 736, 689, 512, 458]
+        },
+        {
+          "id": "atRiskCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["atRiskHeader", "atRiskAlert", "atRiskTable"]
+        },
+        {
+          "id": "atRiskHeader",
+          "component": "CardHeader",
+          "title": "Learners at Risk of Dropping Out",
+          "subtitle": "Flagged by low activity and progress"
+        },
+        {
+          "id": "atRiskAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "5 learners need attention",
+          "description": "These learners have low engagement and may drop out without intervention."
+        },
+        {
+          "id": "atRiskTable",
+          "component": "Table",
+          "columns": ["colName", "colCourse", "colProgress", "colRisk"]
+        },
+        {
+          "id": "colName",
+          "component": "Col",
+          "label": "Learner",
+          "type": "string",
+          "data": ["Maria Chen", "James Okonkwo", "Priya Patel", "Liam Brown", "Sofia Rossi"]
+        },
+        {
+          "id": "colCourse",
+          "component": "Col",
+          "label": "Course",
+          "type": "string",
+          "data": ["Cloud Architecture", "Leadership Essentials", "Data Science Foundations", "Cybersecurity 101", "UX Design Basics"]
+        },
+        {
+          "id": "colProgress",
+          "component": "Col",
+          "label": "Progress %",
+          "type": "number",
+          "data": [12, 23, 18, 9, 31]
+        },
+        {
+          "id": "colRisk",
+          "component": "Col",
+          "label": "Risk Level",
+          "type": "string",
+          "data": ["High", "High", "Medium", "High", "Medium"]
+        },
+        {
+          "id": "messageCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["messageHeader", "messageForm"]
+        },
+        {
+          "id": "messageHeader",
+          "component": "CardHeader",
+          "title": "Message a Cohort",
+          "subtitle": "Send an announcement or nudge to learners"
+        },
+        {
+          "id": "messageForm",
+          "component": "Form",
+          "name": "cohortMessage",
+          "fields": ["msgCohortControl", "msgSubjectControl", "msgBodyControl"],
+          "buttons": "msgButtons"
+        },
+        {
+          "id": "msgCohortControl",
+          "component": "FormControl",
+          "label": "Recipient Cohort",
+          "input": "msgCohortInput"
+        },
+        {
+          "id": "msgCohortInput",
+          "component": "Select",
+          "name": "msgCohort",
+          "placeholder": "Choose a cohort",
+          "items": ["msgCohortAll", "msgCohortA", "msgCohortB", "msgCohortC", "msgCohortRisk"]
+        },
+        { "id": "msgCohortAll", "component": "SelectItem", "value": "all", "label": "All Cohorts" },
+        { "id": "msgCohortA", "component": "SelectItem", "value": "spring", "label": "Spring 2024" },
+        { "id": "msgCohortB", "component": "SelectItem", "value": "summer", "label": "Summer 2024" },
+        { "id": "msgCohortC", "component": "SelectItem", "value": "fall", "label": "Fall 2024" },
+        { "id": "msgCohortRisk", "component": "SelectItem", "value": "at-risk", "label": "At-Risk Learners" },
+        {
+          "id": "msgSubjectControl",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "msgSubjectInput"
+        },
+        {
+          "id": "msgSubjectInput",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "e.g. Keep up the great work!"
+        },
+        {
+          "id": "msgBodyControl",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "msgBodyInput"
+        },
+        {
+          "id": "msgBodyInput",
+          "component": "TextArea",
+          "name": "body",
+          "rows": 4,
+          "placeholder": "Write your message to the cohort..."
+        },
+        {
+          "id": "msgButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["msgSendBtn", "msgClearBtn"]
+        },
+        {
+          "id": "msgSendBtn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "action": ["sendCohortMessage"]
+        },
+        {
+          "id": "msgClearBtn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "secondary",
+          "action": ["clearMessageForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Active learners this week** — KPI card showing 1,284 with a week-over-week trend badge.
+2. **Course completion rate** — KPI card with a 72% progress bar.
+3. **Average quiz score** — KPI card showing 84.6 out of 100.
+4. **Courses ranked by enrollment** — horizontal bar chart sorted by learner count.
+5. **Learners at risk of dropping out** — warning alert plus a detailed table with progress and risk level.
+6. **Narrow to one cohort** — cohort filter dropdown with an apply button at the top.
+7. **Engagement across the past eight weeks** — line chart of weekly active sessions.
+8. **Message a cohort** — a form to select a recipient cohort, write a subject and body, and send.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..9225b1e88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-learning__r4.txt
@@ -0,0 +1,353 @@
+Here's a comprehensive analytics dashboard for your training platform covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "cohortFilter",
+            "kpiRow",
+            "engagementCard",
+            "enrollmentCard",
+            "atRiskCard",
+            "messageCohortCard"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Training Analytics",
+          "subtitle": "Learning performance overview"
+        },
+        {
+          "id": "cohortFilter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["cohortFilterControl", "cohortApplyBtn"]
+        },
+        {
+          "id": "cohortFilterControl",
+          "component": "FormControl",
+          "label": "Narrow to cohort",
+          "hint": "Filter all metrics by a single cohort",
+          "input": "cohortSelect"
+        },
+        {
+          "id": "cohortSelect",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "All cohorts",
+          "items": ["cohortAll", "cohortA", "cohortB", "cohortC", "cohortD"]
+        },
+        { "id": "cohortAll", "component": "SelectItem", "value": "all", "label": "All cohorts" },
+        { "id": "cohortA", "component": "SelectItem", "value": "spring24", "label": "Spring 2024 Onboarding" },
+        { "id": "cohortB", "component": "SelectItem", "value": "eng-l2", "label": "Engineering Level 2" },
+        { "id": "cohortC", "component": "SelectItem", "value": "sales-q3", "label": "Sales Q3 Ramp" },
+        { "id": "cohortD", "component": "SelectItem", "value": "leadership", "label": "Leadership Track" },
+        {
+          "id": "cohortApplyBtn",
+          "component": "Button",
+          "label": "Apply filter",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["applyCohortFilter"]
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiActive", "kpiCompletion", "kpiQuiz"]
+        },
+        {
+          "id": "kpiActive",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiActiveLabel", "kpiActiveValue", "kpiActiveTag"]
+        },
+        { "id": "kpiActiveLabel", "component": "TextContent", "text": "Active Learners This Week", "size": "small" },
+        { "id": "kpiActiveValue", "component": "Heading", "text": "1,284", "level": "h2" },
+        { "id": "kpiActiveTag", "component": "Tag", "text": "+8.2% vs last week", "variant": "success", "size": "sm" },
+        {
+          "id": "kpiCompletion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCompletionLabel", "kpiCompletionValue", "kpiCompletionProgress"]
+        },
+        { "id": "kpiCompletionLabel", "component": "TextContent", "text": "Course Completion Rate", "size": "small" },
+        { "id": "kpiCompletionValue", "component": "Heading", "text": "73%", "level": "h2" },
+        { "id": "kpiCompletionProgress", "component": "Progress", "value": 73, "label": "Overall completion" },
+        {
+          "id": "kpiQuiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiQuizLabel", "kpiQuizValue", "kpiQuizTag"]
+        },
+        { "id": "kpiQuizLabel", "component": "TextContent", "text": "Average Quiz Score", "size": "small" },
+        { "id": "kpiQuizValue", "component": "Heading", "text": "82.5%", "level": "h2" },
+        { "id": "kpiQuizTag", "component": "Tag", "text": "Passing threshold: 70%", "variant": "info", "size": "sm" },
+        {
+          "id": "engagementCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["engagementHeader", "engagementChart"]
+        },
+        {
+          "id": "engagementHeader",
+          "component": "CardHeader",
+          "title": "Engagement — Past 8 Weeks",
+          "subtitle": "Active sessions and lessons completed per week"
+        },
+        {
+          "id": "engagementChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["engSessions", "engLessons"]
+        },
+        {
+          "id": "engSessions",
+          "component": "Series",
+          "category": "Active Sessions",
+          "values": [920, 1010, 980, 1120, 1075, 1190, 1240, 1284]
+        },
+        {
+          "id": "engLessons",
+          "component": "Series",
+          "category": "Lessons Completed",
+          "values": [640, 720, 690, 810, 780, 860, 910, 950]
+        },
+        {
+          "id": "enrollmentCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["enrollmentHeader", "enrollmentChart"]
+        },
+        {
+          "id": "enrollmentHeader",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Total learners enrolled per course"
+        },
+        {
+          "id": "enrollmentChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Enrollments",
+          "yLabel": "Course",
+          "labels": [
+            "Intro to Data",
+            "Cloud Fundamentals",
+            "Leadership Basics",
+            "Security 101",
+            "Advanced SQL",
+            "Design Thinking"
+          ],
+          "series": ["enrollSeries"]
+        },
+        {
+          "id": "enrollSeries",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [842, 731, 690, 612, 498, 405]
+        },
+        {
+          "id": "atRiskCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["atRiskHeader", "atRiskAlert", "atRiskTable"]
+        },
+        {
+          "id": "atRiskHeader",
+          "component": "CardHeader",
+          "title": "Learners At Risk of Dropping Out",
+          "subtitle": "Flagged by low activity and stalled progress"
+        },
+        {
+          "id": "atRiskAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "47 learners flagged",
+          "description": "These learners have been inactive for 10+ days or fallen below 40% progress. Consider outreach."
+        },
+        {
+          "id": "atRiskTable",
+          "component": "Table",
+          "columns": ["colName", "colCohort", "colProgress", "colInactive", "colRisk"]
+        },
+        {
+          "id": "colName",
+          "component": "Col",
+          "label": "Learner",
+          "type": "string",
+          "data": ["A. Okafor", "M. Chen", "R. Silva", "J. Patel", "L. Novak"]
+        },
+        {
+          "id": "colCohort",
+          "component": "Col",
+          "label": "Cohort",
+          "type": "string",
+          "data": ["Spring 2024", "Engineering L2", "Sales Q3", "Spring 2024", "Leadership"]
+        },
+        {
+          "id": "colProgress",
+          "component": "Col",
+          "label": "Progress %",
+          "type": "number",
+          "data": [22, 35, 18, 40, 28]
+        },
+        {
+          "id": "colInactive",
+          "component": "Col",
+          "label": "Days Inactive",
+          "type": "number",
+          "data": [14, 11, 21, 10, 17]
+        },
+        {
+          "id": "colRisk",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium", "High"]
+        },
+        {
+          "id": "messageCohortCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["messageHeader", "messageForm"]
+        },
+        {
+          "id": "messageHeader",
+          "component": "CardHeader",
+          "title": "Message a Cohort",
+          "subtitle": "Send a nudge or announcement to a group of learners"
+        },
+        {
+          "id": "messageForm",
+          "component": "Form",
+          "name": "messageCohortForm",
+          "buttons": "messageFormButtons",
+          "fields": ["msgCohortControl", "msgSubjectControl", "msgBodyControl"]
+        },
+        {
+          "id": "msgCohortControl",
+          "component": "FormControl",
+          "label": "Recipient cohort",
+          "input": "msgCohortSelect"
+        },
+        {
+          "id": "msgCohortSelect",
+          "component": "Select",
+          "name": "msgCohort",
+          "placeholder": "Choose a cohort",
+          "items": ["msgCohortA", "msgCohortB", "msgCohortC", "msgCohortD", "msgCohortRisk"]
+        },
+        { "id": "msgCohortA", "component": "SelectItem", "value": "spring24", "label": "Spring 2024 Onboarding" },
+        { "id": "msgCohortB", "component": "SelectItem", "value": "eng-l2", "label": "Engineering Level 2" },
+        { "id": "msgCohortC", "component": "SelectItem", "value": "sales-q3", "label": "Sales Q3 Ramp" },
+        { "id": "msgCohortD", "component": "SelectItem", "value": "leadership", "label": "Leadership Track" },
+        { "id": "msgCohortRisk", "component": "SelectItem", "value": "at-risk", "label": "At-Risk Learners (47)" },
+        {
+          "id": "msgSubjectControl",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "msgSubjectInput"
+        },
+        {
+          "id": "msgSubjectInput",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "e.g. Just checking in on your progress"
+        },
+        {
+          "id": "msgBodyControl",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "msgBodyInput"
+        },
+        {
+          "id": "msgBodyInput",
+          "component": "TextArea",
+          "name": "body",
+          "rows": 4,
+          "placeholder": "Write your message to the cohort..."
+        },
+        {
+          "id": "messageFormButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["msgSendBtn", "msgClearBtn"]
+        },
+        {
+          "id": "msgSendBtn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["sendCohortMessage"]
+        },
+        {
+          "id": "msgClearBtn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["clearMessageForm"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers every numbered requirement:
+
+1. **Active learners this week** — KPI card showing 1,284 with week-over-week trend.
+2. **Course completion rate** — KPI card with a progress bar at 73%.
+3. **Average quiz score** — KPI card showing 82.5% with the passing threshold.
+4. **Courses ranked by enrollment** — horizontal bar chart, sorted highest to lowest.
+5. **Learners at risk of dropping out** — warning alert plus a detailed table with progress, inactivity, and risk level.
+6. **A way to narrow to one cohort** — the cohort filter dropdown at the top that scopes all metrics.
+7. **Engagement across the past eight weeks** — an 8-week line chart tracking sessions and lessons completed.
+8. **A way to message a cohort** — a message form with cohort recipient, subject, and body.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..fb3c8c815
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,315 @@
+Here's a comprehensive weekly marketing dashboard covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "callout-best", "controls-row", "kpi-row", "visitors-card", "sources-campaigns-row", "subscribers-card"]
+        },
+        {
+          "id": "header-row",
+          "component": "CardHeader",
+          "title": "Weekly Marketing Dashboard",
+          "subtitle": "Performance overview for the last 30 days"
+        },
+        {
+          "id": "callout-best",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Best Performing Campaign: Summer Sale 2024",
+          "description": "Highest ROI this period with a 5.8% conversion rate and $42,300 in attributed revenue on $8,500 spend."
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["date-range-control", "export-buttons"]
+        },
+        {
+          "id": "date-range-control",
+          "component": "FormControl",
+          "label": "Date Range",
+          "hint": "Adjust the reporting window",
+          "input": "date-range-picker"
+        },
+        {
+          "id": "date-range-picker",
+          "component": "DatePicker",
+          "name": "reportDateRange",
+          "mode": "range"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-pdf-btn", "export-csv-btn"]
+        },
+        {
+          "id": "export-pdf-btn",
+          "component": "Button",
+          "label": "Export PDF",
+          "variant": "primary",
+          "action": [{"exportReport": {"format": "pdf"}}]
+        },
+        {
+          "id": "export-csv-btn",
+          "component": "Button",
+          "label": "Export CSV",
+          "variant": "secondary",
+          "action": [{"exportReport": {"format": "csv"}}]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-visitors", "kpi-conversion", "kpi-subscribers"]
+        },
+        {
+          "id": "kpi-visitors",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-visitors-label", "kpi-visitors-value", "kpi-visitors-badge"]
+        },
+        {
+          "id": "kpi-visitors-label",
+          "component": "TextContent",
+          "text": "Total Site Visitors (30d)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-visitors-value",
+          "component": "Heading",
+          "text": "248,910",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-visitors-badge",
+          "component": "Badge",
+          "text": "▲ 12.4% vs last period",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-conversion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-conversion-label", "kpi-conversion-value", "kpi-conversion-progress"]
+        },
+        {
+          "id": "kpi-conversion-label",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-conversion-value",
+          "component": "Heading",
+          "text": "3.6%",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-conversion-progress",
+          "component": "Progress",
+          "value": 36,
+          "label": "Goal: 5%"
+        },
+        {
+          "id": "kpi-subscribers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-subscribers-label", "kpi-subscribers-value", "kpi-subscribers-badge"]
+        },
+        {
+          "id": "kpi-subscribers-label",
+          "component": "TextContent",
+          "text": "New Email Subscribers (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-subscribers-value",
+          "component": "Heading",
+          "text": "+4,215",
+          "level": "h2"
+        },
+        {
+          "id": "kpi-subscribers-badge",
+          "component": "Badge",
+          "text": "▲ 8.9% growth",
+          "variant": "secondary"
+        },
+        {
+          "id": "visitors-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["visitors-title", "visitors-chart"]
+        },
+        {
+          "id": "visitors-title",
+          "component": "Heading",
+          "text": "Site Visitors — Last 30 Days",
+          "level": "h3"
+        },
+        {
+          "id": "visitors-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Visitors",
+          "labels": ["D1","D3","D5","D7","D9","D11","D13","D15","D17","D19","D21","D23","D25","D27","D29","D30"],
+          "series": ["visitors-series"]
+        },
+        {
+          "id": "visitors-series",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [6200, 6800, 7100, 6900, 7500, 8100, 7900, 8400, 8800, 8300, 9100, 9600, 9200, 10100, 10800, 11200]
+        },
+        {
+          "id": "sources-campaigns-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["sources-card", "campaigns-card"]
+        },
+        {
+          "id": "sources-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["sources-title", "sources-chart"]
+        },
+        {
+          "id": "sources-title",
+          "component": "Heading",
+          "text": "Top 5 Traffic Sources",
+          "level": "h3"
+        },
+        {
+          "id": "sources-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Organic Search", "Paid Search", "Social", "Direct", "Email"],
+          "values": [38, 24, 18, 12, 8]
+        },
+        {
+          "id": "campaigns-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["campaigns-title", "campaigns-table"]
+        },
+        {
+          "id": "campaigns-title",
+          "component": "Heading",
+          "text": "Running Campaigns & Spend",
+          "level": "h3"
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["col-campaign", "col-status", "col-spend"]
+        },
+        {
+          "id": "col-campaign",
+          "component": "Col",
+          "label": "Campaign",
+          "type": "string",
+          "data": ["Summer Sale 2024", "Brand Awareness Q3", "Retargeting Push", "New Product Launch", "Newsletter Growth"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active", "Active", "Active", "Active", "Active"]
+        },
+        {
+          "id": "col-spend",
+          "component": "Col",
+          "label": "Spend",
+          "type": "string",
+          "data": ["$8,500", "$6,200", "$3,900", "$5,400", "$1,800"]
+        },
+        {
+          "id": "subscribers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["subscribers-title", "subscribers-chart"]
+        },
+        {
+          "id": "subscribers-title",
+          "component": "Heading",
+          "text": "Email Subscriber Growth — This Month",
+          "level": "h3"
+        },
+        {
+          "id": "subscribers-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Total Subscribers",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["subscribers-series"]
+        },
+        {
+          "id": "subscribers-series",
+          "component": "Series",
+          "category": "Subscribers",
+          "values": [47200, 48350, 49780, 51415]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all eight items:
+
+1. **Site visitors (30 days)** — KPI card (248,910) plus a 30-day area chart trend.
+2. **Conversion rate** — KPI card (3.6%) with a progress bar toward the 5% goal.
+3. **Top five traffic sources** — donut chart showing each source's share (Organic 38%, Paid 24%, Social 18%, Direct 12%, Email 8%).
+4. **Running campaigns with spend** — table listing each active campaign and its spend.
+5. **Best performing campaign** — highlighted in a green success callout at the top.
+6. **Change date range** — a range date picker in the controls bar.
+7. **Email subscriber growth** — KPI card (+4,215) plus a weekly growth line chart.
+8. **Export the report** — Export PDF and Export CSV buttons.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..29956834e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,335 @@
+Here's a comprehensive weekly marketing dashboard covering all eight requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "marketing-dashboard",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "marketing-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "controls", "bestCampaignCallout", "kpiRow", "visitorsCard", "mainGrid", "campaignsCard", "footer"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Weekly Marketing Dashboard",
+        "subtitle": "Performance overview for the last 30 days"
+      },
+      {
+        "id": "controls",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": ["dateRangeControl", "exportButtons"]
+      },
+      {
+        "id": "dateRangeControl",
+        "component": "FormControl",
+        "label": "Date Range",
+        "hint": "Change the reporting window",
+        "input": "dateRangePicker"
+      },
+      {
+        "id": "dateRangePicker",
+        "component": "DatePicker",
+        "name": "dateRange",
+        "mode": "range"
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["exportPdf", "exportCsv"]
+      },
+      {
+        "id": "exportPdf",
+        "component": "Button",
+        "label": "Export PDF",
+        "variant": "primary",
+        "action": ["export_report", "pdf"]
+      },
+      {
+        "id": "exportCsv",
+        "component": "Button",
+        "label": "Export CSV",
+        "variant": "secondary",
+        "action": ["export_report", "csv"]
+      },
+      {
+        "id": "bestCampaignCallout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Best Performing Campaign: Summer Sale 2024",
+        "description": "ROAS 5.8x with a 4.2% conversion rate — outperforming all other active campaigns. Spend $12,400 generating $71,920 in attributed revenue."
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": ["convCard", "subCard"]
+      },
+      {
+        "id": "convCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["convLabel", "convValue", "convProgress"]
+      },
+      {
+        "id": "convLabel",
+        "component": "TextContent",
+        "text": "Conversion Rate",
+        "size": "small-heavy"
+      },
+      {
+        "id": "convValue",
+        "component": "Heading",
+        "text": "3.6%",
+        "level": "h2"
+      },
+      {
+        "id": "convProgress",
+        "component": "Progress",
+        "value": 36,
+        "label": "Goal: 5%"
+      },
+      {
+        "id": "subCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["subLabel", "subValue", "subBadge"]
+      },
+      {
+        "id": "subLabel",
+        "component": "TextContent",
+        "text": "Email Subscriber Growth (This Month)",
+        "size": "small-heavy"
+      },
+      {
+        "id": "subValue",
+        "component": "Heading",
+        "text": "+2,480",
+        "level": "h2"
+      },
+      {
+        "id": "subBadge",
+        "component": "Badge",
+        "text": "+12.4% vs last month",
+        "variant": "secondary"
+      },
+      {
+        "id": "visitorsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["visitorsHeader", "visitorsChart"]
+      },
+      {
+        "id": "visitorsHeader",
+        "component": "CardHeader",
+        "title": "Site Visitors — Last 30 Days",
+        "subtitle": "Total: 184,320 visitors"
+      },
+      {
+        "id": "visitorsChart",
+        "component": "AreaChart",
+        "variant": "natural",
+        "xLabel": "Day",
+        "yLabel": "Visitors",
+        "labels": ["Day 1","Day 3","Day 6","Day 9","Day 12","Day 15","Day 18","Day 21","Day 24","Day 27","Day 30"],
+        "series": ["visitorsSeries"]
+      },
+      {
+        "id": "visitorsSeries",
+        "component": "Series",
+        "category": "Visitors",
+        "values": [4200, 4800, 5100, 4600, 5900, 6300, 6100, 6800, 7200, 6900, 7500]
+      },
+      {
+        "id": "mainGrid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["trafficCard", "subGrowthCard"]
+      },
+      {
+        "id": "trafficCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["trafficHeader", "trafficChart", "trafficTable"]
+      },
+      {
+        "id": "trafficHeader",
+        "component": "CardHeader",
+        "title": "Top 5 Traffic Sources",
+        "subtitle": "Share of total visitors"
+      },
+      {
+        "id": "trafficChart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": ["Organic Search", "Paid Social", "Direct", "Email", "Referral"],
+        "values": [38, 24, 18, 12, 8]
+      },
+      {
+        "id": "trafficTable",
+        "component": "Table",
+        "columns": ["trafficColSource", "trafficColShare"]
+      },
+      {
+        "id": "trafficColSource",
+        "component": "Col",
+        "label": "Source",
+        "type": "string",
+        "data": ["Organic Search", "Paid Social", "Direct", "Email", "Referral"]
+      },
+      {
+        "id": "trafficColShare",
+        "component": "Col",
+        "label": "Share",
+        "type": "string",
+        "data": ["38%", "24%", "18%", "12%", "8%"]
+      },
+      {
+        "id": "subGrowthCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["subGrowthHeader", "subGrowthChart"]
+      },
+      {
+        "id": "subGrowthHeader",
+        "component": "CardHeader",
+        "title": "Email Subscriber Growth",
+        "subtitle": "Cumulative subscribers this month"
+      },
+      {
+        "id": "subGrowthChart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Subscribers",
+        "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+        "series": ["subGrowthSeries"]
+      },
+      {
+        "id": "subGrowthSeries",
+        "component": "Series",
+        "category": "Subscribers",
+        "values": [20050, 20720, 21580, 22530]
+      },
+      {
+        "id": "campaignsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["campaignsHeader", "campaignsTable"]
+      },
+      {
+        "id": "campaignsHeader",
+        "component": "CardHeader",
+        "title": "Running Campaigns",
+        "subtitle": "Active campaigns and spend to date"
+      },
+      {
+        "id": "campaignsTable",
+        "component": "Table",
+        "columns": ["campColName", "campColStatus", "campColSpend", "campColConv"]
+      },
+      {
+        "id": "campColName",
+        "component": "Col",
+        "label": "Campaign",
+        "type": "string",
+        "data": ["Summer Sale 2024", "Brand Awareness Q3", "Retargeting - Cart", "Newsletter Growth", "Product Launch Teaser"]
+      },
+      {
+        "id": "campColStatus",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Active", "Active", "Active", "Active", "Active"]
+      },
+      {
+        "id": "campColSpend",
+        "component": "Col",
+        "label": "Spend",
+        "type": "string",
+        "data": ["$12,400", "$8,750", "$5,200", "$3,100", "$6,900"]
+      },
+      {
+        "id": "campColConv",
+        "component": "Col",
+        "label": "Conv. Rate",
+        "type": "string",
+        "data": ["4.2%", "2.1%", "3.8%", "5.1%", "2.9%"]
+      },
+      {
+        "id": "footer",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["footerExport", "footerSchedule"]
+      },
+      {
+        "id": "footerExport",
+        "component": "Button",
+        "label": "Export Full Report",
+        "variant": "primary",
+        "action": ["export_report", "full"]
+      },
+      {
+        "id": "footerSchedule",
+        "component": "Button",
+        "label": "Schedule Weekly Email",
+        "variant": "tertiary",
+        "action": ["schedule_report"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This dashboard covers every requirement:
+
+1. **Site visitors (30 days)** — Area chart trend with total count
+2. **Conversion rate** — KPI card with progress toward goal
+3. **Top 5 traffic sources with share** — Donut chart plus a share table
+4. **Running campaigns with spend** — Full table with spend per campaign
+5. **Best performing campaign** — Prominent success callout at the top
+6. **Change date range** — Range date picker in the controls bar
+7. **Email subscriber growth this month** — KPI card + cumulative line chart
+8. **Export the report** — Export PDF/CSV buttons in the header and a full-report export in the footer
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..24bbf471f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,313 @@
+Here's a comprehensive weekly marketing dashboard covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controls-row",
+            "best-campaign-callout",
+            "kpi-row",
+            "visitors-card",
+            "middle-row",
+            "campaigns-card",
+            "subscriber-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Marketing Weekly Dashboard",
+          "subtitle": "Performance overview for the last 30 days"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["date-range-control", "export-buttons"]
+        },
+        {
+          "id": "date-range-control",
+          "component": "FormControl",
+          "label": "Date Range",
+          "hint": "Select the reporting period",
+          "input": "date-range-select"
+        },
+        {
+          "id": "date-range-select",
+          "component": "Select",
+          "name": "dateRange",
+          "placeholder": "Last 30 days",
+          "value": "30d",
+          "size": "medium",
+          "items": ["dr-7", "dr-30", "dr-90", "dr-custom"]
+        },
+        { "id": "dr-7", "component": "SelectItem", "value": "7d", "label": "Last 7 days" },
+        { "id": "dr-30", "component": "SelectItem", "value": "30d", "label": "Last 30 days" },
+        { "id": "dr-90", "component": "SelectItem", "value": "90d", "label": "Last 90 days" },
+        { "id": "dr-custom", "component": "SelectItem", "value": "custom", "label": "Custom range" },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-pdf", "export-csv"]
+        },
+        {
+          "id": "export-pdf",
+          "component": "Button",
+          "label": "Export PDF",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["exportReport", "pdf"]
+        },
+        {
+          "id": "export-csv",
+          "component": "Button",
+          "label": "Export CSV",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["exportReport", "csv"]
+        },
+        {
+          "id": "best-campaign-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Best Performing Campaign: Spring Sale 2024",
+          "description": "Delivering a 6.8% conversion rate and $42,300 in attributed revenue — the highest ROI across all active campaigns this period."
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-visitors", "kpi-conversion", "kpi-subscribers"]
+        },
+        {
+          "id": "kpi-visitors",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-visitors-label", "kpi-visitors-value", "kpi-visitors-sub"]
+        },
+        { "id": "kpi-visitors-label", "component": "TextContent", "text": "Total Visitors (30d)", "size": "small" },
+        { "id": "kpi-visitors-value", "component": "Heading", "text": "248,910", "level": "h2" },
+        { "id": "kpi-visitors-sub", "component": "Badge", "text": "▲ 12.4% vs prev", "variant": "secondary" },
+        {
+          "id": "kpi-conversion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-conversion-label", "kpi-conversion-value", "kpi-conversion-progress"]
+        },
+        { "id": "kpi-conversion-label", "component": "TextContent", "text": "Conversion Rate", "size": "small" },
+        { "id": "kpi-conversion-value", "component": "Heading", "text": "4.3%", "level": "h2" },
+        { "id": "kpi-conversion-progress", "component": "Progress", "value": 43, "label": "Goal: 5.0%" },
+        {
+          "id": "kpi-subscribers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-subscribers-label", "kpi-subscribers-value", "kpi-subscribers-sub"]
+        },
+        { "id": "kpi-subscribers-label", "component": "TextContent", "text": "New Subscribers (MTD)", "size": "small" },
+        { "id": "kpi-subscribers-value", "component": "Heading", "text": "3,182", "level": "h2" },
+        { "id": "kpi-subscribers-sub", "component": "Badge", "text": "▲ 18.9% growth", "variant": "secondary" },
+        {
+          "id": "visitors-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["visitors-title", "visitors-chart"]
+        },
+        { "id": "visitors-title", "component": "Heading", "text": "Site Visitors — Last 30 Days", "level": "h3" },
+        {
+          "id": "visitors-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Visitors",
+          "labels": ["D1","D3","D5","D7","D9","D11","D13","D15","D17","D19","D21","D23","D25","D27","D29","D30"],
+          "series": ["visitors-series"]
+        },
+        {
+          "id": "visitors-series",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [6200,6800,7100,6900,7500,8100,7800,8400,8900,8600,9200,9800,9500,10100,10600,10900]
+        },
+        {
+          "id": "middle-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["traffic-card", "subscriber-mini-card"]
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["traffic-title", "traffic-chart"]
+        },
+        { "id": "traffic-title", "component": "Heading", "text": "Top 5 Traffic Sources", "level": "h3" },
+        {
+          "id": "traffic-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Organic Search","Direct","Paid Ads","Social","Referral"],
+          "values": [38, 24, 18, 13, 7]
+        },
+        {
+          "id": "subscriber-mini-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["traffic-table-title", "traffic-table"]
+        },
+        { "id": "traffic-table-title", "component": "Heading", "text": "Traffic Source Share", "level": "h3" },
+        {
+          "id": "traffic-table",
+          "component": "Table",
+          "columns": ["tt-source", "tt-share", "tt-visitors"]
+        },
+        {
+          "id": "tt-source",
+          "component": "Col",
+          "label": "Source",
+          "type": "string",
+          "data": ["Organic Search","Direct","Paid Ads","Social","Referral"]
+        },
+        {
+          "id": "tt-share",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": ["38%","24%","18%","13%","7%"]
+        },
+        {
+          "id": "tt-visitors",
+          "component": "Col",
+          "label": "Visitors",
+          "type": "number",
+          "data": [94586, 59738, 44804, 32358, 17424]
+        },
+        {
+          "id": "campaigns-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["campaigns-title", "campaigns-table"]
+        },
+        { "id": "campaigns-title", "component": "Heading", "text": "Running Campaigns & Spend", "level": "h3" },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["camp-name", "camp-status", "camp-spend", "camp-conv"]
+        },
+        {
+          "id": "camp-name",
+          "component": "Col",
+          "label": "Campaign",
+          "type": "string",
+          "data": ["Spring Sale 2024","Brand Awareness Q2","Retargeting - Cart","Newsletter Signup Push","Video Ads - YouTube"]
+        },
+        {
+          "id": "camp-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active","Active","Active","Active","Active"]
+        },
+        {
+          "id": "camp-spend",
+          "component": "Col",
+          "label": "Spend",
+          "type": "string",
+          "data": ["$18,400","$12,100","$6,750","$4,200","$9,900"]
+        },
+        {
+          "id": "camp-conv",
+          "component": "Col",
+          "label": "Conv. Rate",
+          "type": "string",
+          "data": ["6.8%","2.1%","5.4%","3.9%","2.7%"]
+        },
+        {
+          "id": "subscriber-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["subscriber-title", "subscriber-chart"]
+        },
+        { "id": "subscriber-title", "component": "Heading", "text": "Email Subscriber Growth — This Month", "level": "h3" },
+        {
+          "id": "subscriber-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Total Subscribers",
+          "labels": ["Week 1","Week 2","Week 3","Week 4"],
+          "series": ["subscriber-series"]
+        },
+        {
+          "id": "subscriber-series",
+          "component": "Series",
+          "category": "Subscribers",
+          "values": [41200, 42150, 43380, 44382]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers every requirement:
+
+1. **Site visitors (30 days)** — area chart trending upward, plus a KPI card showing 248,910 total.
+2. **Conversion rate** — KPI card at 4.3% with a progress bar toward the 5% goal.
+3. **Top 5 traffic sources with share** — donut chart plus a companion table listing exact percentage share and visitor counts.
+4. **Running campaigns with spend** — table with campaign name, status, spend, and conversion rate for each.
+5. **Best performing campaign** — a green success callout highlighting "Spring Sale 2024."
+6. **Change date range** — a Select dropdown with 7/30/90-day and custom options.
+7. **Email subscriber growth this month** — weekly line chart plus a KPI card (3,182 new, +18.9%).
+8. **Export the report** — Export PDF and Export CSV buttons.
+
+Want me to add per-source trend sparklines or a campaign ROI comparison chart?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..e9c639070
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,307 @@
+Here's a comprehensive weekly marketing dashboard covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controls-row",
+            "best-campaign-callout",
+            "kpi-row",
+            "visitors-card",
+            "lower-row",
+            "campaigns-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Weekly Marketing Dashboard",
+          "subtitle": "Performance overview for the last 30 days"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "wrap": true,
+          "children": ["date-range-control", "export-buttons"]
+        },
+        {
+          "id": "date-range-control",
+          "component": "FormControl",
+          "label": "Date Range",
+          "hint": "Choose the reporting window",
+          "input": "date-range-select"
+        },
+        {
+          "id": "date-range-select",
+          "component": "Select",
+          "name": "dateRange",
+          "placeholder": "Select range",
+          "value": "last30",
+          "size": "medium",
+          "items": ["dr-7", "dr-30", "dr-90", "dr-mtd", "dr-custom"]
+        },
+        { "id": "dr-7", "component": "SelectItem", "value": "last7", "label": "Last 7 days" },
+        { "id": "dr-30", "component": "SelectItem", "value": "last30", "label": "Last 30 days" },
+        { "id": "dr-90", "component": "SelectItem", "value": "last90", "label": "Last 90 days" },
+        { "id": "dr-mtd", "component": "SelectItem", "value": "mtd", "label": "Month to date" },
+        { "id": "dr-custom", "component": "SelectItem", "value": "custom", "label": "Custom range…" },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-pdf", "export-csv"]
+        },
+        {
+          "id": "export-pdf",
+          "component": "Button",
+          "label": "Export PDF",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["export", "pdf"]
+        },
+        {
+          "id": "export-csv",
+          "component": "Button",
+          "label": "Export CSV",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["export", "csv"]
+        },
+        {
+          "id": "best-campaign-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Top Performing Campaign: Summer Launch",
+          "description": "Summer Launch delivered a 6.8% conversion rate and 3.4x ROAS — the highest of all active campaigns this period."
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-visitors", "kpi-conversion", "kpi-subscribers"]
+        },
+        {
+          "id": "kpi-visitors",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-visitors-label", "kpi-visitors-value", "kpi-visitors-sub"]
+        },
+        { "id": "kpi-visitors-label", "component": "TextContent", "text": "Site Visitors (30d)", "size": "small" },
+        { "id": "kpi-visitors-value", "component": "Heading", "text": "128,540", "level": "h2" },
+        { "id": "kpi-visitors-sub", "component": "Badge", "text": "▲ 12.3% vs. prev 30d", "variant": "secondary" },
+        {
+          "id": "kpi-conversion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-conversion-label", "kpi-conversion-value", "kpi-conversion-progress"]
+        },
+        { "id": "kpi-conversion-label", "component": "TextContent", "text": "Conversion Rate", "size": "small" },
+        { "id": "kpi-conversion-value", "component": "Heading", "text": "4.2%", "level": "h2" },
+        { "id": "kpi-conversion-progress", "component": "Progress", "value": 42, "label": "Target: 5.0%" },
+        {
+          "id": "kpi-subscribers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-subs-label", "kpi-subs-value", "kpi-subs-sub"]
+        },
+        { "id": "kpi-subs-label", "component": "TextContent", "text": "Email Subscriber Growth (MTD)", "size": "small" },
+        { "id": "kpi-subs-value", "component": "Heading", "text": "+2,847", "level": "h2" },
+        { "id": "kpi-subs-sub", "component": "Badge", "text": "▲ 8.9% net new this month", "variant": "secondary" },
+        {
+          "id": "visitors-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["visitors-header", "visitors-chart"]
+        },
+        {
+          "id": "visitors-header",
+          "component": "CardHeader",
+          "title": "Site Visitors — Last 30 Days",
+          "subtitle": "Daily unique visitors"
+        },
+        {
+          "id": "visitors-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Visitors",
+          "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14","D15","D16","D17","D18","D19","D20","D21","D22","D23","D24","D25","D26","D27","D28","D29","D30"],
+          "series": ["visitors-series"]
+        },
+        {
+          "id": "visitors-series",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [3820,4010,3950,4200,4550,5100,4890,4300,4120,4380,4600,4980,5240,5010,4720,4550,4810,5120,5480,5320,5010,4880,5240,5610,5890,5720,5480,5310,5620,5980]
+        },
+        {
+          "id": "lower-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["traffic-card", "subs-card"]
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["traffic-header", "traffic-chart"]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "Top 5 Traffic Sources",
+          "subtitle": "Share of total sessions"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Organic Search", "Direct", "Paid Social", "Email", "Referral"],
+          "values": [38, 24, 18, 12, 8]
+        },
+        {
+          "id": "subs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["subs-header", "subs-chart"]
+        },
+        {
+          "id": "subs-header",
+          "component": "CardHeader",
+          "title": "Email Subscriber Growth",
+          "subtitle": "Cumulative subscribers this month"
+        },
+        {
+          "id": "subs-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Subscribers",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["subs-series"]
+        },
+        {
+          "id": "subs-series",
+          "component": "Series",
+          "category": "Total Subscribers",
+          "values": [31980, 32640, 33520, 34827]
+        },
+        {
+          "id": "campaigns-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["campaigns-header", "campaigns-table"]
+        },
+        {
+          "id": "campaigns-header",
+          "component": "CardHeader",
+          "title": "Running Campaigns",
+          "subtitle": "Active campaigns with spend and performance"
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["col-campaign", "col-status", "col-spend", "col-conv", "col-roas"]
+        },
+        {
+          "id": "col-campaign",
+          "component": "Col",
+          "label": "Campaign",
+          "type": "string",
+          "data": ["Summer Launch", "Retargeting Q2", "Brand Awareness", "Newsletter Signup", "Flash Sale"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active", "Active", "Active", "Active", "Active"]
+        },
+        {
+          "id": "col-spend",
+          "component": "Col",
+          "label": "Spend",
+          "type": "string",
+          "data": ["$12,400", "$8,150", "$6,900", "$3,200", "$4,750"]
+        },
+        {
+          "id": "col-conv",
+          "component": "Col",
+          "label": "Conv. Rate",
+          "type": "string",
+          "data": ["6.8%", "5.1%", "2.4%", "4.0%", "5.6%"]
+        },
+        {
+          "id": "col-roas",
+          "component": "Col",
+          "label": "ROAS",
+          "type": "string",
+          "data": ["3.4x", "2.9x", "1.6x", "2.2x", "2.8x"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Site visitors (30 days)** — KPI card (128,540) plus a 30-point daily area chart.
+2. **Conversion rate** — KPI card at 4.2% with a progress bar against a 5% target.
+3. **Top five traffic sources with share** — donut chart showing Organic (38%), Direct (24%), Paid Social (18%), Email (12%), Referral (8%).
+4. **Running campaigns with spend** — table listing each active campaign with its spend, conversion rate, and ROAS.
+5. **Best performing campaign** — a green success callout highlighting **Summer Launch**.
+6. **Change the date range** — a dropdown with preset windows and a custom option.
+7. **Email subscriber growth this month** — KPI card (+2,847) plus a weekly cumulative line chart.
+8. **Export the report** — Export PDF and Export CSV buttons in the top control bar.
+
+Want me to wire the date-range selector to actually refetch/refresh the charts, or add drill-down details per campaign?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..a0f5f109c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r1.txt
@@ -0,0 +1,305 @@
+Here's an e-commerce operations desk covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-row",
+            "controls-card",
+            "orders-card",
+            "charts-row"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Operations Desk",
+          "subtitle": "Live order and revenue overview"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-orders-label", "kpi-orders-value"]
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Orders Today"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "342"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Revenue Today"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$48,920"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-aov-label", "kpi-aov-value"]
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Avg Order Value"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$143.04"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-refund-label", "kpi-refund-value", "kpi-refund-bar"]
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Refund Rate (Month)"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "2.8%"
+        },
+        {
+          "id": "kpi-refund-bar",
+          "component": "Progress",
+          "value": 2.8,
+          "label": "of orders refunded"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["search-control", "status-filter-control"]
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search by Customer",
+          "hint": "Type a customer name to filter orders",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "type": "text",
+          "placeholder": "e.g. Jane Doe"
+        },
+        {
+          "id": "status-filter-control",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "status-select"
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": [
+            "status-all",
+            "status-pending",
+            "status-fulfilled",
+            "status-shipped",
+            "status-refunded"
+          ]
+        },
+        {
+          "id": "status-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All statuses"
+        },
+        {
+          "id": "status-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "status-fulfilled",
+          "component": "SelectItem",
+          "value": "fulfilled",
+          "label": "Fulfilled"
+        },
+        {
+          "id": "status-shipped",
+          "component": "SelectItem",
+          "value": "shipped",
+          "label": "Shipped"
+        },
+        {
+          "id": "status-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["orders-title", "orders-table"]
+        },
+        {
+          "id": "orders-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Recent Orders"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["#10432", "#10431", "#10430", "#10429", "#10428"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Jane Doe", "Marcus Lee", "Priya Patel", "Tom Nguyen", "Sara Kim"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$128.00", "$342.50", "$59.99", "$210.00", "$87.25"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Pending", "Fulfilled", "Pending", "Shipped", "Refunded"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Mark Fulfilled", "—", "Mark Fulfilled", "—", "—"]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["volume-title", "volume-chart"]
+        },
+        {
+          "id": "volume-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Order Volume — Past 4 Weeks"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "xLabel": "Week",
+          "yLabel": "Orders",
+          "series": ["volume-series"]
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Orders",
+          "values": [1820, 1975, 2140, 2298]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers everything requested:
+
+1. **Orders placed today** – KPI card (342)
+2. **Revenue today** – KPI card ($48,920)
+3. **Average order value** – KPI card ($143.04)
+4. **Recent orders** – table with ID, customer, total, and status columns
+5. **Narrow by status** – status filter Select
+6. **Search by customer name** – customer search Input
+7. **Refund rate this month** – KPI card with progress bar (2.8%)
+8. **Order volume, past four weeks** – bar chart
+9. **Mark an order fulfilled** – the "Action" column with "Mark Fulfilled" controls per eligible order
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..8b075bb94
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r2.txt
@@ -0,0 +1,304 @@
+Here's an e-commerce operations desk covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpiRow", "chartRefundRow", "filterCard", "ordersCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Operations Desk",
+          "subtitle": "Live view of today's store activity"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpiOrders", "kpiRevenue", "kpiAov"]
+        },
+        {
+          "id": "kpiOrders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiOrdersLabel", "kpiOrdersValue"]
+        },
+        {
+          "id": "kpiOrdersLabel",
+          "component": "TextContent",
+          "text": "Orders Placed Today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpiOrdersValue",
+          "component": "Heading",
+          "text": "342",
+          "level": "h2"
+        },
+        {
+          "id": "kpiRevenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiRevenueLabel", "kpiRevenueValue"]
+        },
+        {
+          "id": "kpiRevenueLabel",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpiRevenueValue",
+          "component": "Heading",
+          "text": "$28,764",
+          "level": "h2"
+        },
+        {
+          "id": "kpiAov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiAovLabel", "kpiAovValue"]
+        },
+        {
+          "id": "kpiAovLabel",
+          "component": "TextContent",
+          "text": "Average Order Value",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpiAovValue",
+          "component": "Heading",
+          "text": "$84.11",
+          "level": "h2"
+        },
+        {
+          "id": "chartRefundRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["volumeCard", "refundCard"]
+        },
+        {
+          "id": "volumeCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["volumeHeader", "volumeChart"]
+        },
+        {
+          "id": "volumeHeader",
+          "component": "CardHeader",
+          "title": "Order Volume",
+          "subtitle": "Past four weeks"
+        },
+        {
+          "id": "volumeChart",
+          "component": "BarChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["volumeSeries"],
+          "xLabel": "Week",
+          "yLabel": "Orders"
+        },
+        {
+          "id": "volumeSeries",
+          "component": "Series",
+          "category": "Orders",
+          "values": [1820, 2040, 1975, 2310]
+        },
+        {
+          "id": "refundCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["refundHeader", "refundValue", "refundProgress"]
+        },
+        {
+          "id": "refundHeader",
+          "component": "CardHeader",
+          "title": "Refund Rate",
+          "subtitle": "This month"
+        },
+        {
+          "id": "refundValue",
+          "component": "Heading",
+          "text": "3.2%",
+          "level": "h1"
+        },
+        {
+          "id": "refundProgress",
+          "component": "Progress",
+          "value": 3.2,
+          "label": "3.2% of orders refunded"
+        },
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["statusFilterControl", "searchControl"]
+        },
+        {
+          "id": "statusFilterControl",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "statusSelect",
+          "hint": "Narrow the order list"
+        },
+        {
+          "id": "statusSelect",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": ["optAll", "optPending", "optFulfilled", "optShipped", "optRefunded"]
+        },
+        {
+          "id": "optAll",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All statuses"
+        },
+        {
+          "id": "optPending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "optFulfilled",
+          "component": "SelectItem",
+          "value": "fulfilled",
+          "label": "Fulfilled"
+        },
+        {
+          "id": "optShipped",
+          "component": "SelectItem",
+          "value": "shipped",
+          "label": "Shipped"
+        },
+        {
+          "id": "optRefunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "searchControl",
+          "component": "FormControl",
+          "label": "Search by Customer",
+          "input": "searchInput",
+          "hint": "Type a customer name"
+        },
+        {
+          "id": "searchInput",
+          "component": "Input",
+          "name": "customerSearch",
+          "type": "text",
+          "placeholder": "e.g. Jordan Lee"
+        },
+        {
+          "id": "ordersCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["ordersHeader", "ordersTable"]
+        },
+        {
+          "id": "ordersHeader",
+          "component": "CardHeader",
+          "title": "Recent Orders",
+          "subtitle": "Latest orders with fulfillment actions"
+        },
+        {
+          "id": "ordersTable",
+          "component": "Table",
+          "columns": ["colId", "colCustomer", "colTotal", "colStatus", "colAction"]
+        },
+        {
+          "id": "colId",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["#10231", "#10230", "#10229", "#10228", "#10227"]
+        },
+        {
+          "id": "colCustomer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Jordan Lee", "Priya Nair", "Marcus Cole", "Elena Sato", "Devon Ray"]
+        },
+        {
+          "id": "colTotal",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$124.00", "$56.40", "$212.75", "$38.90", "$97.10"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Pending", "Fulfilled", "Pending", "Shipped", "Refunded"]
+        },
+        {
+          "id": "colAction",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Mark Fulfilled", "Fulfilled", "Mark Fulfilled", "Fulfilled", "—"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requirement:
+
+1. **Orders placed today** — KPI card showing 342
+2. **Revenue today** — KPI card showing $28,764
+3. **Average order value** — KPI card showing $84.11
+4. **Recent orders** — table with order ID, customer, total, and status columns
+5. **Narrow by status** — Select filter (Pending / Fulfilled / Shipped / Refunded)
+6. **Search by customer name** — text input
+7. **Refund rate this month** — 3.2% with a progress indicator
+8. **Order volume, past four weeks** — bar chart
+9. **Mark an order fulfilled** — action column in the orders table
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..4db5d3379
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r3.txt
@@ -0,0 +1,306 @@
+Here's a comprehensive e-commerce operations desk covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "kpi-row",
+            "filter-card",
+            "orders-card",
+            "volume-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Operations Desk",
+          "subtitle": "Live order and revenue overview"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-orders-label", "kpi-orders-value"]
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Orders Placed Today"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "342"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Revenue Today"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$28,914"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-aov-label", "kpi-aov-value"]
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Average Order Value"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$84.54"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-refund-label", "kpi-refund-value", "kpi-refund-note"]
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Refund Rate (This Month)"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "2.7%"
+        },
+        {
+          "id": "kpi-refund-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "94 refunds of 3,480 orders"
+        },
+        {
+          "id": "filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["search-control", "status-control", "filter-buttons"]
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search by Customer",
+          "input": "search-input",
+          "weight": 2
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "type": "text",
+          "placeholder": "e.g. Jane Doe"
+        },
+        {
+          "id": "status-control",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "status-select",
+          "weight": 1
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": [
+            "opt-all",
+            "opt-pending",
+            "opt-processing",
+            "opt-fulfilled",
+            "opt-cancelled",
+            "opt-refunded"
+          ]
+        },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All statuses" },
+        { "id": "opt-pending", "component": "SelectItem", "value": "pending", "label": "Pending" },
+        { "id": "opt-processing", "component": "SelectItem", "value": "processing", "label": "Processing" },
+        { "id": "opt-fulfilled", "component": "SelectItem", "value": "fulfilled", "label": "Fulfilled" },
+        { "id": "opt-cancelled", "component": "SelectItem", "value": "cancelled", "label": "Cancelled" },
+        { "id": "opt-refunded", "component": "SelectItem", "value": "refunded", "label": "Refunded" },
+        {
+          "id": "filter-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-apply"]
+        },
+        {
+          "id": "btn-apply",
+          "component": "Button",
+          "label": "Apply",
+          "variant": "primary",
+          "action": ["applyFilters"]
+        },
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["orders-header", "orders-table"]
+        },
+        {
+          "id": "orders-header",
+          "component": "CardHeader",
+          "title": "Recent Orders",
+          "subtitle": "Mark orders fulfilled from the Action column"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["#10432", "#10431", "#10430", "#10429", "#10428", "#10427"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Jane Doe", "Marcus Reed", "Lena Ortiz", "Sam Patel", "Aria Kim", "Tom Nolan"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$124.00", "$56.40", "$210.99", "$34.10", "$89.75", "$142.30"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Processing", "Pending", "Fulfilled", "Pending", "Processing", "Cancelled"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": [
+            "Mark Fulfilled",
+            "Mark Fulfilled",
+            "Fulfilled",
+            "Mark Fulfilled",
+            "Mark Fulfilled",
+            "—"
+          ]
+        },
+        {
+          "id": "volume-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["volume-header", "volume-chart"]
+        },
+        {
+          "id": "volume-header",
+          "component": "CardHeader",
+          "title": "Order Volume — Past Four Weeks",
+          "subtitle": "Weekly order counts"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["volume-series"],
+          "xLabel": "Week",
+          "yLabel": "Orders"
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Orders",
+          "values": [1820, 2040, 1975, 2310]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Orders placed today** — KPI card (342)
+2. **Revenue today** — KPI card ($28,914)
+3. **Average order value** — KPI card ($84.54)
+4. **Recent orders** — table with ID, customer, total, and status columns
+5. **Narrow by status** — the status Select dropdown in the filter bar
+6. **Search by customer name** — the customer search input
+7. **Refund rate this month** — KPI card (2.7%)
+8. **Order volume across past four weeks** — the weekly bar chart
+9. **Mark an order fulfilled** — the "Mark Fulfilled" action column in the orders table
+
+Want me to add pagination for the orders table or a status breakdown pie chart?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..bf94a4e76
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-orders__r4.txt
@@ -0,0 +1,311 @@
+Here's an e-commerce operations desk covering all nine requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "controls-card", "orders-card", "volume-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Operations Desk",
+          "subtitle": "Live order and revenue overview"
+        },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-orders-label", "kpi-orders-value"]
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Orders Placed Today"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "342"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Revenue Today"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$28,914"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-aov-label", "kpi-aov-value"]
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Average Order Value"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "$84.55"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-refund-label", "kpi-refund-value", "kpi-refund-bar"]
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Refund Rate (This Month)"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "Heading",
+          "level": "h2",
+          "text": "2.7%"
+        },
+        {
+          "id": "kpi-refund-bar",
+          "component": "Progress",
+          "value": 2.7,
+          "label": "Target ceiling 5%"
+        },
+
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "wrap": true,
+          "children": ["fc-search", "fc-status"]
+        },
+        {
+          "id": "fc-search",
+          "component": "FormControl",
+          "label": "Search by Customer",
+          "hint": "Filter orders by customer name",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "type": "text",
+          "placeholder": "e.g. Jordan Lee"
+        },
+        {
+          "id": "fc-status",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "status-select"
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": ["st-all", "st-pending", "st-paid", "st-fulfilled", "st-refunded"]
+        },
+        { "id": "st-all", "component": "SelectItem", "value": "all", "label": "All statuses" },
+        { "id": "st-pending", "component": "SelectItem", "value": "pending", "label": "Pending" },
+        { "id": "st-paid", "component": "SelectItem", "value": "paid", "label": "Paid" },
+        { "id": "st-fulfilled", "component": "SelectItem", "value": "fulfilled", "label": "Fulfilled" },
+        { "id": "st-refunded", "component": "SelectItem", "value": "refunded", "label": "Refunded" },
+
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["orders-title", "orders-table", "fulfill-row"]
+        },
+        {
+          "id": "orders-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Recent Orders"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["#10428", "#10427", "#10426", "#10425", "#10424"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Jordan Lee", "Priya Nair", "Marcus Cole", "Ana Ruiz", "Tom Becker"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$129.00", "$54.20", "$312.75", "$18.99", "$96.40"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Paid", "Pending", "Fulfilled", "Refunded", "Paid"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Mark fulfilled", "Mark fulfilled", "Fulfilled", "—", "Mark fulfilled"]
+        },
+        {
+          "id": "fulfill-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "wrap": true,
+          "children": ["fc-fulfill", "fulfill-buttons"]
+        },
+        {
+          "id": "fc-fulfill",
+          "component": "FormControl",
+          "label": "Mark Order Fulfilled",
+          "hint": "Enter an order ID to mark it as fulfilled",
+          "input": "fulfill-input"
+        },
+        {
+          "id": "fulfill-input",
+          "component": "Input",
+          "name": "fulfillOrderId",
+          "type": "text",
+          "placeholder": "e.g. #10428"
+        },
+        {
+          "id": "fulfill-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-fulfill"]
+        },
+        {
+          "id": "btn-fulfill",
+          "component": "Button",
+          "label": "Mark Fulfilled",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["fulfillOrder"]
+        },
+
+        {
+          "id": "volume-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["volume-title", "volume-chart"]
+        },
+        {
+          "id": "volume-title",
+          "component": "Heading",
+          "level": "h3",
+          "text": "Order Volume — Past Four Weeks"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "xLabel": "Week",
+          "yLabel": "Orders",
+          "series": ["volume-series"]
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Orders",
+          "values": [1820, 1975, 2103, 2288]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Every numbered item is covered:
+
+1. **Orders placed today** — KPI card (342)
+2. **Revenue today** — KPI card ($28,914)
+3. **Average order value** — KPI card ($84.55)
+4. **Recent orders** — table with ID, customer, total, and status columns
+5. **Narrow by status** — status filter Select
+6. **Search by customer name** — customer search Input
+7. **Refund rate this month** — KPI card with progress bar (2.7%)
+8. **Order volume over four weeks** — bar chart
+9. **Mark an order fulfilled** — per-row action column plus a dedicated fulfill input + button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..7bb9ddced
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r1.txt
@@ -0,0 +1,299 @@
+Here's a service health view covering all eight requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "region-filter-control",
+            "top-metrics-row",
+            "resource-usage-card",
+            "incidents-card",
+            "slowest-endpoints-card",
+            "alert-threshold-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Service Health — On-Call View",
+          "subtitle": "Live overview of reliability, load, and active incidents"
+        },
+
+        {
+          "id": "region-filter-control",
+          "component": "FormControl",
+          "label": "Region",
+          "hint": "Narrow all metrics to a single region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All regions",
+          "value": "us-east-1",
+          "items": ["region-all", "region-use1", "region-usw2", "region-euw1", "region-apse1"]
+        },
+        { "id": "region-all", "component": "SelectItem", "value": "all", "label": "All regions" },
+        { "id": "region-use1", "component": "SelectItem", "value": "us-east-1", "label": "US East (us-east-1)" },
+        { "id": "region-usw2", "component": "SelectItem", "value": "us-west-2", "label": "US West (us-west-2)" },
+        { "id": "region-euw1", "component": "SelectItem", "value": "eu-west-1", "label": "EU West (eu-west-1)" },
+        { "id": "region-apse1", "component": "SelectItem", "value": "ap-southeast-1", "label": "Asia Pacific (ap-southeast-1)" },
+
+        {
+          "id": "top-metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["uptime-card", "error-rate-card"]
+        },
+
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["uptime-label", "uptime-value", "uptime-progress"]
+        },
+        { "id": "uptime-label", "component": "TextContent", "text": "Uptime — This Quarter", "size": "small-heavy" },
+        { "id": "uptime-value", "component": "Heading", "text": "99.982%", "level": "h2" },
+        { "id": "uptime-progress", "component": "Progress", "value": 99.982, "label": "SLA target: 99.95%" },
+
+        {
+          "id": "error-rate-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["error-rate-label", "error-rate-value", "error-rate-badge"]
+        },
+        { "id": "error-rate-label", "component": "TextContent", "text": "Error Rate — Now", "size": "small-heavy" },
+        { "id": "error-rate-value", "component": "Heading", "text": "0.47%", "level": "h2" },
+        { "id": "error-rate-badge", "component": "Badge", "text": "Elevated — last 5 min", "variant": "destructive" },
+
+        {
+          "id": "resource-usage-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["resource-usage-header", "resource-usage-chart"]
+        },
+        {
+          "id": "resource-usage-header",
+          "component": "CardHeader",
+          "title": "CPU & Memory — Past 24 Hours",
+          "subtitle": "Percentage utilization sampled hourly"
+        },
+        {
+          "id": "resource-usage-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hours ago",
+          "yLabel": "% utilization",
+          "labels": ["-24h", "-21h", "-18h", "-15h", "-12h", "-9h", "-6h", "-3h", "now"],
+          "series": ["cpu-series", "mem-series"]
+        },
+        {
+          "id": "cpu-series",
+          "component": "Series",
+          "category": "CPU %",
+          "values": [42, 48, 55, 61, 58, 67, 72, 81, 76]
+        },
+        {
+          "id": "mem-series",
+          "component": "Series",
+          "category": "Memory %",
+          "values": [63, 64, 66, 68, 67, 70, 73, 78, 80]
+        },
+
+        {
+          "id": "incidents-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["incidents-header", "incidents-table", "ack-control"]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents",
+          "subtitle": "Active incidents with assigned severity"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-id-col", "inc-title-col", "inc-sev-col", "inc-age-col"]
+        },
+        {
+          "id": "inc-id-col",
+          "component": "Col",
+          "label": "ID",
+          "type": "string",
+          "data": ["INC-2041", "INC-2039", "INC-2033"]
+        },
+        {
+          "id": "inc-title-col",
+          "component": "Col",
+          "label": "Summary",
+          "type": "string",
+          "data": ["Checkout API 5xx spike", "Cache node flapping", "Elevated p99 on search"]
+        },
+        {
+          "id": "inc-sev-col",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["SEV-1", "SEV-2", "SEV-3"]
+        },
+        {
+          "id": "inc-age-col",
+          "component": "Col",
+          "label": "Age",
+          "type": "string",
+          "data": ["18m", "1h 5m", "3h 22m"]
+        },
+        {
+          "id": "ack-control",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "wrap": true,
+          "children": ["ack-select", "ack-button"]
+        },
+        {
+          "id": "ack-select",
+          "component": "Select",
+          "name": "ackIncident",
+          "placeholder": "Select an incident to acknowledge",
+          "weight": 1,
+          "items": ["ack-item-1", "ack-item-2", "ack-item-3"]
+        },
+        { "id": "ack-item-1", "component": "SelectItem", "value": "INC-2041", "label": "INC-2041 — Checkout API 5xx spike (SEV-1)" },
+        { "id": "ack-item-2", "component": "SelectItem", "value": "INC-2039", "label": "INC-2039 — Cache node flapping (SEV-2)" },
+        { "id": "ack-item-3", "component": "SelectItem", "value": "INC-2033", "label": "INC-2033 — Elevated p99 on search (SEV-3)" },
+        {
+          "id": "ack-button",
+          "component": "Button",
+          "label": "Acknowledge Incident",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["acknowledgeIncident"]
+        },
+
+        {
+          "id": "slowest-endpoints-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["slowest-header", "slowest-chart"]
+        },
+        {
+          "id": "slowest-header",
+          "component": "CardHeader",
+          "title": "5 Slowest Endpoints",
+          "subtitle": "p95 latency in milliseconds"
+        },
+        {
+          "id": "slowest-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "p95 latency (ms)",
+          "yLabel": "Endpoint",
+          "labels": [
+            "POST /checkout",
+            "GET /search",
+            "GET /recommendations",
+            "POST /orders",
+            "GET /user/profile"
+          ],
+          "series": ["latency-series"]
+        },
+        {
+          "id": "latency-series",
+          "component": "Series",
+          "category": "p95 latency (ms)",
+          "values": [1840, 1220, 960, 740, 520]
+        },
+
+        {
+          "id": "alert-threshold-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["alert-header", "alert-threshold-slider", "alert-buttons"]
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "Alert Threshold",
+          "subtitle": "Trigger a page when error rate exceeds this value"
+        },
+        {
+          "id": "alert-threshold-slider",
+          "component": "Slider",
+          "name": "errorRateThreshold",
+          "variant": "discrete",
+          "label": "Error rate threshold (%)",
+          "min": 0,
+          "max": 5,
+          "step": 0.1,
+          "defaultValue": [1.0],
+          "value": [1.0]
+        },
+        {
+          "id": "alert-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["alert-save-button"]
+        },
+        {
+          "id": "alert-save-button",
+          "component": "Button",
+          "label": "Save Threshold",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["saveAlertThreshold"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything requested is covered on one screen:
+
+1. **Uptime this quarter** — headline stat card with progress bar against the SLA target.
+2. **CPU & memory over 24h** — dual-line chart sampled hourly.
+3. **Error rate now** — live stat with an "Elevated" badge.
+4. **Open incidents with severity** — table listing each incident and its SEV level.
+5. **Narrow to one region** — region selector at the top affecting the view.
+6. **Five slowest endpoints with latency** — horizontal bar chart of p95 latency.
+7. **Set an alert threshold** — discrete slider plus a save action.
+8. **Acknowledge an incident** — incident picker with an Acknowledge button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..f60514d58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r2.txt
@@ -0,0 +1,331 @@
+Here's a comprehensive service health view for on-call engineers.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "regionFilter", "kpiRow", "usageCard", "incidentsCard", "endpointsCard", "alertCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Service Health — Production",
+          "subtitle": "On-call operations dashboard"
+        },
+        {
+          "id": "regionFilter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["regionLabel", "regionSelect"]
+        },
+        {
+          "id": "regionLabel",
+          "component": "Label",
+          "text": "Narrow to region"
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All regions",
+          "value": "all",
+          "items": ["regAll", "regUsEast", "regUsWest", "regEu", "regApac"]
+        },
+        { "id": "regAll", "component": "SelectItem", "value": "all", "label": "All regions" },
+        { "id": "regUsEast", "component": "SelectItem", "value": "us-east-1", "label": "US East (N. Virginia)" },
+        { "id": "regUsWest", "component": "SelectItem", "value": "us-west-2", "label": "US West (Oregon)" },
+        { "id": "regEu", "component": "SelectItem", "value": "eu-west-1", "label": "EU West (Ireland)" },
+        { "id": "regApac", "component": "SelectItem", "value": "ap-south-1", "label": "APAC (Mumbai)" },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["uptimeCard", "errorCard"]
+        },
+        {
+          "id": "uptimeCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["uptimeTitle", "uptimeValue", "uptimeProgress"]
+        },
+        { "id": "uptimeTitle", "component": "Label", "text": "Uptime — This Quarter" },
+        { "id": "uptimeValue", "component": "Heading", "text": "99.982%", "level": "h2" },
+        { "id": "uptimeProgress", "component": "Progress", "value": 99.982, "label": "SLA target: 99.95%" },
+        {
+          "id": "errorCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["errorTitle", "errorValue", "errorTag"]
+        },
+        { "id": "errorTitle", "component": "Label", "text": "Error Rate — Now" },
+        { "id": "errorValue", "component": "Heading", "text": "0.47%", "level": "h2" },
+        { "id": "errorTag", "component": "Tag", "text": "Elevated", "variant": "warning", "size": "md" },
+        {
+          "id": "usageCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["usageHeader", "usageChart"]
+        },
+        {
+          "id": "usageHeader",
+          "component": "CardHeader",
+          "title": "Resource Usage — Past 24 Hours",
+          "subtitle": "CPU and memory utilization (%)"
+        },
+        {
+          "id": "usageChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Utilization %",
+          "labels": ["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],
+          "series": ["cpuSeries", "memSeries"]
+        },
+        {
+          "id": "cpuSeries",
+          "component": "Series",
+          "category": "CPU",
+          "values": [42, 38, 35, 48, 67, 72, 81, 63, 55]
+        },
+        {
+          "id": "memSeries",
+          "component": "Series",
+          "category": "Memory",
+          "values": [58, 56, 54, 60, 68, 71, 74, 70, 66]
+        },
+        {
+          "id": "incidentsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["incidentsHeader", "incidentsTable", "ackForm"]
+        },
+        {
+          "id": "incidentsHeader",
+          "component": "CardHeader",
+          "title": "Open Incidents",
+          "subtitle": "3 incidents currently open"
+        },
+        {
+          "id": "incidentsTable",
+          "component": "Table",
+          "columns": ["colIncId", "colIncTitle", "colIncSev", "colIncAge"]
+        },
+        {
+          "id": "colIncId",
+          "component": "Col",
+          "label": "ID",
+          "type": "string",
+          "data": ["INC-4821", "INC-4819", "INC-4815"]
+        },
+        {
+          "id": "colIncTitle",
+          "component": "Col",
+          "label": "Summary",
+          "type": "string",
+          "data": ["Checkout API 5xx spike", "DB replica lag (eu-west-1)", "CDN cache miss surge"]
+        },
+        {
+          "id": "colIncSev",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["SEV-1 Critical", "SEV-2 High", "SEV-3 Moderate"]
+        },
+        {
+          "id": "colIncAge",
+          "component": "Col",
+          "label": "Age",
+          "type": "string",
+          "data": ["12m", "1h 04m", "3h 22m"]
+        },
+        {
+          "id": "ackForm",
+          "component": "Form",
+          "name": "acknowledgeIncident",
+          "fields": ["ackSelectControl", "ackNoteControl"],
+          "buttons": "ackButtons"
+        },
+        {
+          "id": "ackSelectControl",
+          "component": "FormControl",
+          "label": "Acknowledge incident",
+          "hint": "Select an open incident to take ownership",
+          "input": "ackSelect"
+        },
+        {
+          "id": "ackSelect",
+          "component": "Select",
+          "name": "ackIncident",
+          "placeholder": "Choose incident…",
+          "items": ["ackOpt1", "ackOpt2", "ackOpt3"]
+        },
+        { "id": "ackOpt1", "component": "SelectItem", "value": "INC-4821", "label": "INC-4821 — Checkout API 5xx spike (SEV-1)" },
+        { "id": "ackOpt2", "component": "SelectItem", "value": "INC-4819", "label": "INC-4819 — DB replica lag (SEV-2)" },
+        { "id": "ackOpt3", "component": "SelectItem", "value": "INC-4815", "label": "INC-4815 — CDN cache miss surge (SEV-3)" },
+        {
+          "id": "ackNoteControl",
+          "component": "FormControl",
+          "label": "Acknowledgement note (optional)",
+          "input": "ackNote"
+        },
+        {
+          "id": "ackNote",
+          "component": "TextArea",
+          "name": "ackNote",
+          "placeholder": "e.g. Investigating, mitigating by scaling replicas…",
+          "rows": 2
+        },
+        {
+          "id": "ackButtons",
+          "component": "Buttons",
+          "buttons": ["ackSubmit"]
+        },
+        {
+          "id": "ackSubmit",
+          "component": "Button",
+          "label": "Acknowledge Incident",
+          "variant": "primary",
+          "action": ["acknowledgeIncident"]
+        },
+        {
+          "id": "endpointsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["endpointsHeader", "endpointsChart"]
+        },
+        {
+          "id": "endpointsHeader",
+          "component": "CardHeader",
+          "title": "Five Slowest Endpoints",
+          "subtitle": "p95 latency (ms), last 15 minutes"
+        },
+        {
+          "id": "endpointsChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Latency (ms)",
+          "yLabel": "Endpoint",
+          "labels": ["POST /checkout", "GET /reports/export", "GET /search", "POST /orders", "GET /user/profile"],
+          "series": ["latencySeries"]
+        },
+        {
+          "id": "latencySeries",
+          "component": "Series",
+          "category": "p95 latency (ms)",
+          "values": [1840, 1320, 970, 640, 410]
+        },
+        {
+          "id": "alertCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alertHeader", "alertForm"]
+        },
+        {
+          "id": "alertHeader",
+          "component": "CardHeader",
+          "title": "Alert Threshold",
+          "subtitle": "Configure when to page the on-call engineer"
+        },
+        {
+          "id": "alertForm",
+          "component": "Form",
+          "name": "setAlertThreshold",
+          "fields": ["metricControl", "thresholdControl"],
+          "buttons": "alertButtons"
+        },
+        {
+          "id": "metricControl",
+          "component": "FormControl",
+          "label": "Metric",
+          "input": "metricSelect"
+        },
+        {
+          "id": "metricSelect",
+          "component": "Select",
+          "name": "alertMetric",
+          "placeholder": "Select metric…",
+          "value": "error_rate",
+          "items": ["mErr", "mCpu", "mMem", "mLat"]
+        },
+        { "id": "mErr", "component": "SelectItem", "value": "error_rate", "label": "Error rate (%)" },
+        { "id": "mCpu", "component": "SelectItem", "value": "cpu", "label": "CPU utilization (%)" },
+        { "id": "mMem", "component": "SelectItem", "value": "memory", "label": "Memory utilization (%)" },
+        { "id": "mLat", "component": "SelectItem", "value": "latency", "label": "p95 latency (ms)" },
+        {
+          "id": "thresholdControl",
+          "component": "FormControl",
+          "label": "Trigger threshold",
+          "hint": "Page on-call when the metric exceeds this value",
+          "input": "thresholdSlider"
+        },
+        {
+          "id": "thresholdSlider",
+          "component": "Slider",
+          "name": "alertThreshold",
+          "variant": "discrete",
+          "min": 0,
+          "max": 100,
+          "step": 1,
+          "defaultValue": [80],
+          "label": "Threshold"
+        },
+        {
+          "id": "alertButtons",
+          "component": "Buttons",
+          "buttons": ["alertSave"]
+        },
+        {
+          "id": "alertSave",
+          "component": "Button",
+          "label": "Save Alert Threshold",
+          "variant": "primary",
+          "action": ["setAlertThreshold"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Uptime this quarter** — headline KPI card (99.982%) with an SLA-target progress bar.
+2. **CPU & memory over 24h** — a two-series line chart plotting both metrics hourly.
+3. **Error rate right now** — a KPI card showing the current 0.47% with an "Elevated" status tag.
+4. **Open incidents with severity** — a table listing each incident's ID, summary, severity (SEV-1/2/3), and age.
+5. **Narrow to one region** — a region selector at the top.
+6. **Five slowest endpoints with latency** — a horizontal bar chart ranking endpoints by p95 latency.
+7. **Set an alert threshold** — a form with a metric picker and a discrete slider plus save button.
+8. **Acknowledge an incident** — a form to select an open incident, add a note, and acknowledge it.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..61098465f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r3.txt
@@ -0,0 +1,289 @@
+Here's a comprehensive service health view for on-call engineers covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "service-health",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "service-health",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "regionFilter", "topRow", "chartsRow", "incidentsSection", "endpointsSection", "alertSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Service Health — Production",
+          "subtitle": "On-call operational overview"
+        },
+        {
+          "id": "regionFilter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["regionLabel", "regionSelect"]
+        },
+        {
+          "id": "regionLabel",
+          "component": "Label",
+          "text": "Narrow to region:"
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All regions",
+          "value": "all",
+          "items": ["regAll", "regUsEast", "regUsWest", "regEu", "regApac"]
+        },
+        { "id": "regAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "regUsEast", "component": "SelectItem", "value": "us-east", "label": "US East (Virginia)" },
+        { "id": "regUsWest", "component": "SelectItem", "value": "us-west", "label": "US West (Oregon)" },
+        { "id": "regEu", "component": "SelectItem", "value": "eu-central", "label": "EU Central (Frankfurt)" },
+        { "id": "regApac", "component": "SelectItem", "value": "apac", "label": "APAC (Singapore)" },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["uptimeCard", "errorRateCard"]
+        },
+        {
+          "id": "uptimeCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["uptimeHeading", "uptimeValue", "uptimeProgress"]
+        },
+        { "id": "uptimeHeading", "component": "Label", "text": "Uptime This Quarter" },
+        { "id": "uptimeValue", "component": "Heading", "text": "99.982%", "level": "h2" },
+        { "id": "uptimeProgress", "component": "Progress", "value": 99.982, "label": "SLA target: 99.95%" },
+
+        {
+          "id": "errorRateCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["errorHeading", "errorValue", "errorBadge"]
+        },
+        { "id": "errorHeading", "component": "Label", "text": "Error Rate (Now)" },
+        { "id": "errorValue", "component": "Heading", "text": "0.42%", "level": "h2" },
+        { "id": "errorBadge", "component": "Badge", "text": "Elevated — above 0.30% baseline", "variant": "destructive" },
+
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["chartsHeading", "resourceChart"]
+        },
+        { "id": "chartsHeading", "component": "Heading", "text": "CPU & Memory — Past 24 Hours", "level": "h3" },
+        {
+          "id": "resourceChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Time (24h)",
+          "yLabel": "Utilization %",
+          "labels": ["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"],
+          "series": ["cpuSeries", "memSeries"]
+        },
+        {
+          "id": "cpuSeries",
+          "component": "Series",
+          "category": "CPU %",
+          "values": [42, 38, 35, 55, 72, 78, 68, 61, 64]
+        },
+        {
+          "id": "memSeries",
+          "component": "Series",
+          "category": "Memory %",
+          "values": [58, 57, 56, 60, 65, 71, 74, 73, 75]
+        },
+
+        {
+          "id": "incidentsSection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["incidentsHeading", "incidentsTable", "ackArea"]
+        },
+        { "id": "incidentsHeading", "component": "Heading", "text": "Open Incidents", "level": "h3" },
+        {
+          "id": "incidentsTable",
+          "component": "Table",
+          "columns": ["colIncId", "colIncTitle", "colIncSev", "colIncAge"]
+        },
+        {
+          "id": "colIncId",
+          "component": "Col",
+          "label": "ID",
+          "type": "string",
+          "data": ["INC-4821", "INC-4819", "INC-4815"]
+        },
+        {
+          "id": "colIncTitle",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["Payment API latency spike", "Cache node eviction storm", "Elevated 5xx on checkout"]
+        },
+        {
+          "id": "colIncSev",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["SEV-1", "SEV-2", "SEV-3"]
+        },
+        {
+          "id": "colIncAge",
+          "component": "Col",
+          "label": "Age",
+          "type": "string",
+          "data": ["14m", "1h 22m", "3h 05m"]
+        },
+        {
+          "id": "ackArea",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["ackSelect", "ackButton"]
+        },
+        {
+          "id": "ackSelect",
+          "component": "Select",
+          "name": "ackIncident",
+          "placeholder": "Select incident to acknowledge",
+          "weight": 1,
+          "items": ["ackItem1", "ackItem2", "ackItem3"]
+        },
+        { "id": "ackItem1", "component": "SelectItem", "value": "INC-4821", "label": "INC-4821 — Payment API latency spike (SEV-1)" },
+        { "id": "ackItem2", "component": "SelectItem", "value": "INC-4819", "label": "INC-4819 — Cache node eviction storm (SEV-2)" },
+        { "id": "ackItem3", "component": "SelectItem", "value": "INC-4815", "label": "INC-4815 — Elevated 5xx on checkout (SEV-3)" },
+        {
+          "id": "ackButton",
+          "component": "Button",
+          "label": "Acknowledge",
+          "variant": "primary",
+          "action": [{ "action": "acknowledgeIncident", "incidentPath": "/ackIncident" }]
+        },
+
+        {
+          "id": "endpointsSection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["endpointsHeading", "endpointsChart"]
+        },
+        { "id": "endpointsHeading", "component": "Heading", "text": "5 Slowest Endpoints (p95 latency)", "level": "h3" },
+        {
+          "id": "endpointsChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Latency (ms)",
+          "yLabel": "Endpoint",
+          "labels": ["POST /payments/charge", "GET /checkout/summary", "POST /orders/create", "GET /user/profile", "GET /catalog/search"],
+          "series": ["latencySeries"]
+        },
+        {
+          "id": "latencySeries",
+          "component": "Series",
+          "category": "p95 latency (ms)",
+          "values": [1840, 1220, 960, 740, 610]
+        },
+
+        {
+          "id": "alertSection",
+          "component": "Form",
+          "name": "alertThresholdForm",
+          "buttons": "alertButtons",
+          "fields": ["alertMetricControl", "alertThresholdControl"]
+        },
+        {
+          "id": "alertMetricControl",
+          "component": "FormControl",
+          "label": "Alert Metric",
+          "hint": "Choose which metric this alert watches",
+          "input": "alertMetricSelect"
+        },
+        {
+          "id": "alertMetricSelect",
+          "component": "Select",
+          "name": "alertMetric",
+          "placeholder": "Select metric",
+          "value": "error_rate",
+          "items": ["metricErr", "metricCpu", "metricMem", "metricLatency"]
+        },
+        { "id": "metricErr", "component": "SelectItem", "value": "error_rate", "label": "Error Rate (%)" },
+        { "id": "metricCpu", "component": "SelectItem", "value": "cpu", "label": "CPU Utilization (%)" },
+        { "id": "metricMem", "component": "SelectItem", "value": "memory", "label": "Memory Utilization (%)" },
+        { "id": "metricLatency", "component": "SelectItem", "value": "latency", "label": "p95 Latency (ms)" },
+        {
+          "id": "alertThresholdControl",
+          "component": "FormControl",
+          "label": "Threshold",
+          "hint": "Trigger an alert when the metric crosses this value",
+          "input": "alertThresholdSlider"
+        },
+        {
+          "id": "alertThresholdSlider",
+          "component": "Slider",
+          "name": "alertThreshold",
+          "variant": "continuous",
+          "label": "Threshold value",
+          "min": 0,
+          "max": 100,
+          "step": 1,
+          "defaultValue": [80]
+        },
+        {
+          "id": "alertButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["saveAlertBtn"]
+        },
+        {
+          "id": "saveAlertBtn",
+          "component": "Button",
+          "label": "Set Alert Threshold",
+          "variant": "primary",
+          "action": [{ "action": "submitForm", "formName": "alertThresholdForm" }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Uptime this quarter** — headline metric card (99.982%) with an SLA-target progress bar.
+2. **CPU & memory over 24h** — a dual-series line chart.
+3. **Error rate now** — a headline metric card (0.42%) with an "Elevated" badge.
+4. **Open incidents with severity** — a table listing ID, title, SEV level, and age.
+5. **Narrow to one region** — a region Select at the top.
+6. **Five slowest endpoints with latency** — a ranked horizontal bar chart of p95 latencies.
+7. **Set an alert threshold** — a form with a metric selector and a threshold slider.
+8. **Acknowledge an incident** — an incident selector plus an "Acknowledge" action button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..0e41d2403
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b3-server__r4.txt
@@ -0,0 +1,380 @@
+Here's a comprehensive service health view for on-call engineers.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "service-health",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "service-health",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "region-filter",
+          "top-metrics",
+          "resource-tabs",
+          "incidents-section",
+          "endpoints-section",
+          "alert-section"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Service Health — On-Call Dashboard",
+        "subtitle": "Real-time overview of system reliability"
+      },
+      {
+        "id": "region-filter",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": ["region-label", "region-select"]
+      },
+      {
+        "id": "region-label",
+        "component": "Label",
+        "text": "Region"
+      },
+      {
+        "id": "region-select",
+        "component": "Select",
+        "name": "region",
+        "placeholder": "All regions",
+        "value": "all",
+        "size": "medium",
+        "items": ["r-all", "r-use1", "r-usw2", "r-euw1", "r-apse1"]
+      },
+      { "id": "r-all", "component": "SelectItem", "value": "all", "label": "All Regions" },
+      { "id": "r-use1", "component": "SelectItem", "value": "us-east-1", "label": "US East (N. Virginia)" },
+      { "id": "r-usw2", "component": "SelectItem", "value": "us-west-2", "label": "US West (Oregon)" },
+      { "id": "r-euw1", "component": "SelectItem", "value": "eu-west-1", "label": "EU West (Ireland)" },
+      { "id": "r-apse1", "component": "SelectItem", "value": "ap-southeast-1", "label": "Asia Pacific (Singapore)" },
+
+      {
+        "id": "top-metrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "children": ["uptime-card", "errorrate-card"]
+      },
+      {
+        "id": "uptime-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["uptime-title", "uptime-value", "uptime-progress"]
+      },
+      { "id": "uptime-title", "component": "TextContent", "text": "Uptime This Quarter", "size": "small-heavy" },
+      { "id": "uptime-value", "component": "Heading", "text": "99.982%", "level": "h2" },
+      { "id": "uptime-progress", "component": "Progress", "value": 99.982, "label": "SLA target: 99.95%" },
+
+      {
+        "id": "errorrate-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["errorrate-title", "errorrate-value", "errorrate-badge"]
+      },
+      { "id": "errorrate-title", "component": "TextContent", "text": "Error Rate (Now)", "size": "small-heavy" },
+      { "id": "errorrate-value", "component": "Heading", "text": "0.47%", "level": "h2" },
+      { "id": "errorrate-badge", "component": "Badge", "text": "Elevated — above 0.30% baseline", "variant": "destructive" },
+
+      {
+        "id": "resource-tabs",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["resource-header", "usage-tabs"]
+      },
+      { "id": "resource-header", "component": "CardHeader", "title": "Resource Usage — Past 24 Hours" },
+      {
+        "id": "usage-tabs",
+        "component": "Tabs",
+        "items": ["cpu-tab", "mem-tab"]
+      },
+      {
+        "id": "cpu-tab",
+        "component": "TabItem",
+        "value": "cpu",
+        "trigger": "CPU Usage",
+        "content": ["cpu-chart"]
+      },
+      {
+        "id": "cpu-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Hour",
+        "yLabel": "CPU %",
+        "labels": ["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],
+        "series": ["cpu-series"]
+      },
+      {
+        "id": "cpu-series",
+        "component": "Series",
+        "category": "CPU %",
+        "values": [42, 38, 35, 51, 68, 74, 63, 58, 61]
+      },
+      {
+        "id": "mem-tab",
+        "component": "TabItem",
+        "value": "mem",
+        "trigger": "Memory Usage",
+        "content": ["mem-chart"]
+      },
+      {
+        "id": "mem-chart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Hour",
+        "yLabel": "Memory %",
+        "labels": ["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],
+        "series": ["mem-series"]
+      },
+      {
+        "id": "mem-series",
+        "component": "Series",
+        "category": "Memory %",
+        "values": [55, 56, 54, 60, 67, 71, 73, 70, 72]
+      },
+
+      {
+        "id": "incidents-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["incidents-header", "incident-1", "incident-2", "incident-3"]
+      },
+      { "id": "incidents-header", "component": "CardHeader", "title": "Open Incidents", "subtitle": "3 active" },
+      {
+        "id": "incident-1",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["inc1-info", "inc1-sev", "inc1-ack"]
+      },
+      {
+        "id": "inc1-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "none",
+        "weight": 1,
+        "children": ["inc1-title", "inc1-desc"]
+      },
+      { "id": "inc1-title", "component": "TextContent", "text": "INC-4821 · API Gateway 5xx spike", "size": "default" },
+      { "id": "inc1-desc", "component": "TextContent", "text": "us-east-1 · started 12 min ago", "size": "small" },
+      { "id": "inc1-sev", "component": "Tag", "text": "SEV1", "variant": "danger", "size": "md" },
+      { "id": "inc1-ack", "component": "Button", "label": "Acknowledge", "variant": "primary", "size": "small", "action": ["acknowledge:INC-4821"] },
+
+      {
+        "id": "incident-2",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["inc2-info", "inc2-sev", "inc2-ack"]
+      },
+      {
+        "id": "inc2-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "none",
+        "weight": 1,
+        "children": ["inc2-title", "inc2-desc"]
+      },
+      { "id": "inc2-title", "component": "TextContent", "text": "INC-4818 · Elevated DB replication lag", "size": "default" },
+      { "id": "inc2-desc", "component": "TextContent", "text": "eu-west-1 · started 41 min ago", "size": "small" },
+      { "id": "inc2-sev", "component": "Tag", "text": "SEV2", "variant": "warning", "size": "md" },
+      { "id": "inc2-ack", "component": "Button", "label": "Acknowledge", "variant": "primary", "size": "small", "action": ["acknowledge:INC-4818"] },
+
+      {
+        "id": "incident-3",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["inc3-info", "inc3-sev", "inc3-ack"]
+      },
+      {
+        "id": "inc3-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "none",
+        "weight": 1,
+        "children": ["inc3-title", "inc3-desc"]
+      },
+      { "id": "inc3-title", "component": "TextContent", "text": "INC-4805 · Cache eviction rate warning", "size": "default" },
+      { "id": "inc3-desc", "component": "TextContent", "text": "ap-southeast-1 · started 2 hr ago", "size": "small" },
+      { "id": "inc3-sev", "component": "Tag", "text": "SEV3", "variant": "info", "size": "md" },
+      { "id": "inc3-ack", "component": "Button", "label": "Acknowledge", "variant": "primary", "size": "small", "action": ["acknowledge:INC-4805"] },
+
+      {
+        "id": "endpoints-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["endpoints-header", "endpoints-table"]
+      },
+      { "id": "endpoints-header", "component": "CardHeader", "title": "Five Slowest Endpoints", "subtitle": "p95 latency" },
+      {
+        "id": "endpoints-table",
+        "component": "Table",
+        "columns": ["col-endpoint", "col-latency", "col-region"]
+      },
+      {
+        "id": "col-endpoint",
+        "component": "Col",
+        "label": "Endpoint",
+        "type": "string",
+        "data": [
+          "POST /v2/checkout/settle",
+          "GET /v2/reports/export",
+          "POST /v2/search/aggregate",
+          "GET /v2/users/{id}/timeline",
+          "POST /v2/media/transcode"
+        ]
+      },
+      {
+        "id": "col-latency",
+        "component": "Col",
+        "label": "p95 Latency (ms)",
+        "type": "number",
+        "data": [2840, 1975, 1420, 1180, 990]
+      },
+      {
+        "id": "col-region",
+        "component": "Col",
+        "label": "Region",
+        "type": "string",
+        "data": ["us-east-1", "eu-west-1", "us-east-1", "ap-southeast-1", "us-west-2"]
+      },
+
+      {
+        "id": "alert-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["alert-header", "alert-form"]
+      },
+      { "id": "alert-header", "component": "CardHeader", "title": "Alert Threshold", "subtitle": "Configure when to page on-call" },
+      {
+        "id": "alert-form",
+        "component": "Form",
+        "name": "alert-threshold",
+        "buttons": "alert-buttons",
+        "fields": ["fc-metric", "fc-threshold", "fc-notify"]
+      },
+      {
+        "id": "fc-metric",
+        "component": "FormControl",
+        "label": "Metric",
+        "input": "alert-metric"
+      },
+      {
+        "id": "alert-metric",
+        "component": "Select",
+        "name": "metric",
+        "placeholder": "Choose a metric",
+        "value": "error_rate",
+        "items": ["m-err", "m-cpu", "m-mem", "m-lat"]
+      },
+      { "id": "m-err", "component": "SelectItem", "value": "error_rate", "label": "Error Rate (%)" },
+      { "id": "m-cpu", "component": "SelectItem", "value": "cpu", "label": "CPU Usage (%)" },
+      { "id": "m-mem", "component": "SelectItem", "value": "memory", "label": "Memory Usage (%)" },
+      { "id": "m-lat", "component": "SelectItem", "value": "latency", "label": "p95 Latency (ms)" },
+      {
+        "id": "fc-threshold",
+        "component": "FormControl",
+        "label": "Threshold",
+        "hint": "Page on-call when the metric exceeds this value",
+        "input": "alert-slider"
+      },
+      {
+        "id": "alert-slider",
+        "component": "Slider",
+        "name": "threshold",
+        "variant": "discrete",
+        "min": 0,
+        "max": 100,
+        "step": 1,
+        "defaultValue": [5],
+        "label": "Trigger threshold"
+      },
+      {
+        "id": "fc-notify",
+        "component": "FormControl",
+        "label": "Notification channel",
+        "input": "alert-notify"
+      },
+      {
+        "id": "alert-notify",
+        "component": "Input",
+        "name": "notify",
+        "type": "text",
+        "placeholder": "#oncall-pager or email",
+        "value": "#oncall-pager"
+      },
+      {
+        "id": "alert-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btn-save-alert"]
+      },
+      {
+        "id": "btn-save-alert",
+        "component": "Button",
+        "label": "Save Threshold",
+        "variant": "primary",
+        "action": ["save:alert-threshold"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all eight requirements:
+
+1. **Uptime this quarter** — a headline metric card showing 99.982% with an SLA progress bar.
+2. **CPU & memory over 24h** — a tabbed line chart pair.
+3. **Error rate now** — a headline card with an "Elevated" badge.
+4. **Open incidents with severity** — three incident rows each tagged SEV1/SEV2/SEV3.
+5. **Narrow to one region** — a region `Select` at the top of the view.
+6. **Five slowest endpoints with latency** — a sortable table with p95 latency per endpoint.
+7. **Set an alert threshold** — a form with metric selection, a threshold slider, and a save action.
+8. **Acknowledge an incident** — an "Acknowledge" button on each incident row.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..86d9e2d8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r1.txt
@@ -0,0 +1,129 @@
+Here's a comprehensive hub operations desk screen covering all 12 requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hub-ops-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#0B5FFF", "agentDisplayName": "Hub Ops" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hub-ops-desk",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "hubSelectRow", "kpiRow", "weatherAlert", "mainTabs"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Hub Operations Desk — ATL (Hartsfield-Jackson)", "subtitle": "Live status • Today" },
+
+      { "id": "hubSelectRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "end", "children": ["hubSelectControl", "hubSwitchButtons"] },
+      { "id": "hubSelectControl", "component": "FormControl", "label": "View a different hub", "input": "hubSelect", "hint": "Switch the operations view to another hub" },
+      { "id": "hubSelect", "component": "Select", "name": "hub", "value": "ATL", "placeholder": "Select hub", "items": ["hubATL", "hubDFW", "hubORD", "hubDEN", "hubLAX"] },
+      { "id": "hubATL", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta" },
+      { "id": "hubDFW", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+      { "id": "hubORD", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare" },
+      { "id": "hubDEN", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver" },
+      { "id": "hubLAX", "component": "SelectItem", "value": "LAX", "label": "LAX — Los Angeles" },
+      { "id": "hubSwitchButtons", "component": "Buttons", "buttons": ["hubSwitchBtn"] },
+      { "id": "hubSwitchBtn", "component": "Button", "label": "Load Hub", "variant": "secondary", "action": ["loadHub"] },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiOnTime", "kpiLoad", "kpiTurn", "kpiCancel"] },
+
+      { "id": "kpiOnTime", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["kpiOnTimeLabel", "kpiOnTimeProg"] },
+      { "id": "kpiOnTimeLabel", "component": "Heading", "text": "On-Time Performance Today", "level": "h4" },
+      { "id": "kpiOnTimeProg", "component": "Progress", "value": 82, "label": "82% on time" },
+
+      { "id": "kpiLoad", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["kpiLoadLabel", "kpiLoadProg"] },
+      { "id": "kpiLoadLabel", "component": "Heading", "text": "Avg Passenger Load Today", "level": "h4" },
+      { "id": "kpiLoadProg", "component": "Progress", "value": 88, "label": "88% average load factor" },
+
+      { "id": "kpiTurn", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["kpiTurnLabel", "kpiTurnValue"] },
+      { "id": "kpiTurnLabel", "component": "Heading", "text": "Avg Turnaround Time", "level": "h4" },
+      { "id": "kpiTurnValue", "component": "TextContent", "text": "**42 min** average gate turnaround (target: 45 min)", "size": "large" },
+
+      { "id": "kpiCancel", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["kpiCancelLabel", "kpiCancelValue", "kpiCancelBadge"] },
+      { "id": "kpiCancelLabel", "component": "Heading", "text": "Cancellations Today", "level": "h4" },
+      { "id": "kpiCancelValue", "component": "TextContent", "text": "**7** cancelled flights", "size": "large" },
+      { "id": "kpiCancelBadge", "component": "Badge", "text": "1.9% of scheduled", "variant": "destructive" },
+
+      { "id": "weatherAlert", "component": "Alert", "title": "Weather Advisory — ATL", "description": "Thunderstorms expected 14:00–17:00 EDT. Ground delay program in effect. Reduced arrival rate; expect departure holds for east-bound traffic.", "variant": "warning" },
+
+      { "id": "mainTabs", "component": "Tabs", "items": ["tabFlights", "tabDelays", "tabGates", "tabCrews", "tabConnections"] },
+
+      { "id": "tabFlights", "component": "TabItem", "value": "flights", "trigger": "All Flights", "content": ["flightsTable"] },
+      { "id": "flightsTable", "component": "Table", "columns": ["colFlight", "colRoute", "colGate", "colStatus"] },
+      { "id": "colFlight", "component": "Col", "label": "Flight", "type": "string", "data": ["DL1420", "DL0885", "DL2237", "DL1109", "DL0761", "DL3388", "DL1502", "DL0940"] },
+      { "id": "colRoute", "component": "Col", "label": "Route", "type": "string", "data": ["ATL→JFK", "ATL→LAX", "ATL→MCO", "ATL→ORD", "ATL→SEA", "ATL→BOS", "ATL→DFW", "ATL→MIA"] },
+      { "id": "colGate", "component": "Col", "label": "Gate", "type": "string", "data": ["A12", "B7", "C22", "A5", "T3", "B19", "C14", "A8"] },
+      { "id": "colStatus", "component": "Col", "label": "Status", "type": "string", "data": ["On Time", "Delayed", "Boarding", "On Time", "Delayed", "On Time", "Cancelled", "Boarding"] },
+
+      { "id": "tabDelays", "component": "TabItem", "value": "delays", "trigger": "Delayed Flights", "content": ["delayCallout", "delaysList"] },
+      { "id": "delayCallout", "component": "Callout", "variant": "warning", "title": "3 flights delayed", "description": "Delays primarily driven by the afternoon ground delay program." },
+      { "id": "delaysList", "component": "ListBlock", "variant": "number", "items": ["delay1", "delay2", "delay3"] },
+      { "id": "delay1", "component": "ListItem", "title": "DL0885 · ATL→LAX · Gate B7", "subtitle": "Delayed 55 min — new departure 15:20. Reason: late inbound aircraft." },
+      { "id": "delay2", "component": "ListItem", "title": "DL0761 · ATL→SEA · Gate T3", "subtitle": "Delayed 40 min — new departure 16:05. Reason: ground delay program." },
+      { "id": "delay3", "component": "ListItem", "title": "DL4102 · ATL→PHL · Gate B21", "subtitle": "Delayed 25 min — new departure 15:45. Reason: crew connection." },
+
+      { "id": "tabGates", "component": "TabItem", "value": "gates", "trigger": "Gate Changes", "content": ["gateChangeHeader", "gateChangeList"] },
+      { "id": "gateChangeHeader", "component": "Heading", "text": "Recent Gate Changes", "level": "h4" },
+      { "id": "gateChangeList", "component": "ListBlock", "variant": "number", "items": ["gc1", "gc2", "gc3", "gc4"] },
+      { "id": "gc1", "component": "ListItem", "title": "DL2237 · ATL→MCO", "subtitle": "C18 → C22 (changed 14:02)" },
+      { "id": "gc2", "component": "ListItem", "title": "DL0940 · ATL→MIA", "subtitle": "A3 → A8 (changed 13:47)" },
+      { "id": "gc3", "component": "ListItem", "title": "DL1109 · ATL→ORD", "subtitle": "A9 → A5 (changed 13:30)" },
+      { "id": "gc4", "component": "ListItem", "title": "DL0885 · ATL→LAX", "subtitle": "B12 → B7 (changed 13:11)" },
+
+      { "id": "tabCrews", "component": "TabItem", "value": "crews", "trigger": "Available Crews", "content": ["crewHeader", "crewTable"] },
+      { "id": "crewHeader", "component": "Heading", "text": "Crews Available for Reassignment", "level": "h4" },
+      { "id": "crewTable", "component": "Table", "columns": ["crewCol", "crewRole", "crewBase", "crewAvail", "crewLegal"] },
+      { "id": "crewCol", "component": "Col", "label": "Crew ID", "type": "string", "data": ["CR-882", "CR-104", "CR-556", "CR-731"] },
+      { "id": "crewRole", "component": "Col", "label": "Role", "type": "string", "data": ["Capt + FO", "Full Cabin (4)", "FO", "Cabin (2)"] },
+      { "id": "crewBase", "component": "Col", "label": "Base", "type": "string", "data": ["ATL", "ATL", "ATL", "ATL"] },
+      { "id": "crewAvail", "component": "Col", "label": "Available", "type": "string", "data": ["Now", "14:30", "Now", "15:00"] },
+      { "id": "crewLegal", "component": "Col", "label": "Duty Hrs Left", "type": "string", "data": ["6.5h", "8.0h", "5.0h", "7.5h"] },
+
+      { "id": "tabConnections", "component": "TabItem", "value": "connections", "trigger": "Connections at Risk", "content": ["connCallout", "connTable", "rebookForm"] },
+      { "id": "connCallout", "component": "TextCallout", "variant": "danger", "title": "Connections at Risk", "description": "4 connections may be missed due to delays. Rebooking recommended for affected passengers." },
+      { "id": "connTable", "component": "Table", "columns": ["connPax", "connIn", "connOut", "connMct", "connRisk"] },
+      { "id": "connPax", "component": "Col", "label": "PNR", "type": "string", "data": ["X7K2QL", "M9P4RT", "B3N8VC", "Z1D5WK"] },
+      { "id": "connIn", "component": "Col", "label": "Inbound", "type": "string", "data": ["DL0885 (late)", "DL0761 (late)", "DL4102 (late)", "DL0885 (late)"] },
+      { "id": "connOut", "component": "Col", "label": "Outbound", "type": "string", "data": ["DL1420 JFK", "DL1502 DFW", "DL0940 MIA", "DL3388 BOS"] },
+      { "id": "connMct", "component": "Col", "label": "Layover", "type": "string", "data": ["18 min", "12 min", "22 min", "9 min"] },
+      { "id": "connRisk", "component": "Col", "label": "Risk", "type": "string", "data": ["High", "Critical", "Medium", "Critical"] },
+
+      { "id": "rebookForm", "component": "Form", "name": "rebook", "buttons": "rebookButtons", "fields": ["rebookPnr", "rebookFlight", "rebookNote"] },
+      { "id": "rebookPnr", "component": "FormControl", "label": "Passenger PNR", "input": "rebookPnrInput", "hint": "Enter the record locator of the affected passenger" },
+      { "id": "rebookPnrInput", "component": "Input", "name": "pnr", "type": "text", "placeholder": "e.g. M9P4RT" },
+      { "id": "rebookFlight", "component": "FormControl", "label": "Rebook onto flight", "input": "rebookFlightSelect", "hint": "Select an alternate outbound flight" },
+      { "id": "rebookFlightSelect", "component": "Select", "name": "newFlight", "placeholder": "Choose alternate flight", "items": ["rb1", "rb2", "rb3"] },
+      { "id": "rb1", "component": "SelectItem", "value": "DL1622", "label": "DL1622 ATL→DFW · 16:40 · 12 seats" },
+      { "id": "rb2", "component": "SelectItem", "value": "DL0955", "label": "DL0955 ATL→MIA · 17:10 · 8 seats" },
+      { "id": "rb3", "component": "SelectItem", "value": "DL3401", "label": "DL3401 ATL→BOS · 17:25 · 20 seats" },
+      { "id": "rebookNote", "component": "FormControl", "label": "Notes", "input": "rebookNoteInput", "hint": "Optional context for the reassignment" },
+      { "id": "rebookNoteInput", "component": "TextArea", "name": "notes", "rows": 2, "placeholder": "e.g. protect for lounge access, elite tier..." },
+      { "id": "rebookButtons", "component": "Buttons", "buttons": ["rebookSubmit", "rebookReset"] },
+      { "id": "rebookSubmit", "component": "Button", "label": "Rebook Passenger", "variant": "primary", "action": ["submitRebook"] },
+      { "id": "rebookReset", "component": "Button", "label": "Clear", "variant": "tertiary", "action": ["resetRebook"] }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers all 12 items:
+
+1. **On-time performance** — KPI progress bar (82%)
+2. **Flights with number/route/gate/status** — "All Flights" tab table
+3. **Delayed flights called out** — "Delayed Flights" tab with a warning callout
+4. **Recent gate changes** — "Gate Changes" tab
+5. **Crews available for reassignment** — "Available Crews" tab table
+6. **Weather advisories** — warning Alert banner at the top
+7. **Average passenger load** — KPI progress bar (88%)
+8. **Connections at risk** — "Connections at Risk" tab with risk table
+9. **Rebook affected passengers** — rebooking Form in the connections tab
+10. **Different hub** — hub Select + Load button at the top
+11. **Cancellations today** — KPI card (7 cancelled)
+12. **Average turnaround time** — KPI card (42 min)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..b2f1771a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r2.txt
@@ -0,0 +1,276 @@
+Here's a comprehensive airline hub operations desk screen covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0057B8", "agentDisplayName": "Hub Ops Desk" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "kpi-row", "advisories-row", "main-tabs", "action-row"]
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["header-title", "hub-select"]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "ATL — Hartsfield-Jackson Hub Operations",
+          "subtitle": "Live snapshot · Today"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "hub",
+          "placeholder": "Switch hub",
+          "value": "ATL",
+          "size": "medium",
+          "items": ["hub-atl", "hub-dfw", "hub-ord", "hub-den", "hub-clt"]
+        },
+        { "id": "hub-atl", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta" },
+        { "id": "hub-dfw", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+        { "id": "hub-ord", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare" },
+        { "id": "hub-den", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver" },
+        { "id": "hub-clt", "component": "SelectItem", "value": "CLT", "label": "CLT — Charlotte" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-otp", "kpi-load", "kpi-turn", "kpi-cancel"]
+        },
+        {
+          "id": "kpi-otp",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-otp-label", "kpi-otp-value", "kpi-otp-bar"]
+        },
+        { "id": "kpi-otp-label", "component": "TextContent", "size": "small-heavy", "text": "On-Time Performance (Item 1)" },
+        { "id": "kpi-otp-value", "component": "Heading", "level": "h2", "text": "82%" },
+        { "id": "kpi-otp-bar", "component": "Progress", "value": 82, "label": "Target 85%" },
+
+        {
+          "id": "kpi-load",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-load-label", "kpi-load-value", "kpi-load-bar"]
+        },
+        { "id": "kpi-load-label", "component": "TextContent", "size": "small-heavy", "text": "Avg Passenger Load (Item 7)" },
+        { "id": "kpi-load-value", "component": "Heading", "level": "h2", "text": "88%" },
+        { "id": "kpi-load-bar", "component": "Progress", "value": 88, "label": "Seats filled today" },
+
+        {
+          "id": "kpi-turn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-turn-label", "kpi-turn-value", "kpi-turn-sub"]
+        },
+        { "id": "kpi-turn-label", "component": "TextContent", "size": "small-heavy", "text": "Avg Turnaround (Item 12)" },
+        { "id": "kpi-turn-value", "component": "Heading", "level": "h2", "text": "47 min" },
+        { "id": "kpi-turn-sub", "component": "Badge", "text": "3 min over target", "variant": "destructive" },
+
+        {
+          "id": "kpi-cancel",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cancel-label", "kpi-cancel-value", "kpi-cancel-sub"]
+        },
+        { "id": "kpi-cancel-label", "component": "TextContent", "size": "small-heavy", "text": "Cancellations Today (Item 11)" },
+        { "id": "kpi-cancel-value", "component": "Heading", "level": "h2", "text": "6" },
+        { "id": "kpi-cancel-sub", "component": "Badge", "text": "2 weather · 4 mechanical", "variant": "secondary" },
+
+        {
+          "id": "advisories-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["weather-alert", "delayed-callout"]
+        },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Weather Advisory at Hub (Item 6)",
+          "description": "Thunderstorms forecast 14:00–17:00 ET. Ground stop possible on north runways. Low ceilings reducing arrival rate to 84/hr. Convective SIGMET WST active."
+        },
+        {
+          "id": "delayed-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "Delayed Flights Called Out (Item 3)",
+          "description": "DL1442 (+55m, Gate B12), DL0987 (+40m, Gate A7), DL2210 (+1h20m, Gate C15). Crew and gate impacts cascading — review connections at risk."
+        },
+
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-flights", "tab-gates", "tab-crews", "tab-connections"]
+        },
+        {
+          "id": "tab-flights",
+          "component": "TabItem",
+          "value": "flights",
+          "trigger": "Flights",
+          "content": ["flights-table"]
+        },
+        {
+          "id": "flights-table",
+          "component": "Table",
+          "columns": ["col-flt-num", "col-flt-route", "col-flt-gate", "col-flt-status"]
+        },
+        {
+          "id": "col-flt-num",
+          "component": "Col",
+          "label": "Flight (Item 2)",
+          "type": "string",
+          "data": ["DL1442", "DL0987", "DL2210", "DL0555", "DL3301", "DL1188"]
+        },
+        {
+          "id": "col-flt-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": ["ATL→LGA", "ATL→BOS", "ATL→MIA", "ATL→SEA", "ATL→ORD", "ATL→DEN"]
+        },
+        {
+          "id": "col-flt-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": ["B12", "A7", "C15", "B22", "A4", "C9"]
+        },
+        {
+          "id": "col-flt-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Delayed +55m", "Delayed +40m", "Delayed +1h20m", "On Time", "Boarding", "Cancelled"]
+        },
+        {
+          "id": "tab-gates",
+          "component": "TabItem",
+          "value": "gates",
+          "trigger": "Gate Changes",
+          "content": ["gate-list"]
+        },
+        {
+          "id": "gate-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["gate-1", "gate-2", "gate-3", "gate-4"]
+        },
+        { "id": "gate-1", "component": "ListItem", "title": "DL1442 — B12 → B12 (held)", "subtitle": "Recent Gate Change (Item 4) · 13:42 ET · aircraft swap" },
+        { "id": "gate-2", "component": "ListItem", "title": "DL0987 — A3 → A7", "subtitle": "13:31 ET · inbound delay" },
+        { "id": "gate-3", "component": "ListItem", "title": "DL2210 — C4 → C15", "subtitle": "13:18 ET · gate conflict resolved" },
+        { "id": "gate-4", "component": "ListItem", "title": "DL0555 — B20 → B22", "subtitle": "12:57 ET · early arrival reposition" },
+
+        {
+          "id": "tab-crews",
+          "component": "TabItem",
+          "value": "crews",
+          "trigger": "Crews Available",
+          "content": ["crew-table"]
+        },
+        {
+          "id": "crew-table",
+          "component": "Table",
+          "columns": ["col-crew-id", "col-crew-role", "col-crew-base", "col-crew-avail"]
+        },
+        { "id": "col-crew-id", "component": "Col", "label": "Crew (Item 5)", "type": "string", "data": ["CR-208", "CR-311", "CR-045", "CR-129"] },
+        { "id": "col-crew-role", "component": "Col", "label": "Role", "type": "string", "data": ["Captain + FO", "Full Cabin (4)", "First Officer", "Cabin (2)"] },
+        { "id": "col-crew-base", "component": "Col", "label": "Base", "type": "string", "data": ["ATL", "ATL", "ATL", "ATL"] },
+        { "id": "col-crew-avail", "component": "Col", "label": "Available", "type": "string", "data": ["Now — 8h duty left", "In 25m", "Now — 6h", "Now — 9h"] },
+
+        {
+          "id": "tab-connections",
+          "component": "TabItem",
+          "value": "connections",
+          "trigger": "Connections at Risk",
+          "content": ["conn-table"]
+        },
+        {
+          "id": "conn-table",
+          "component": "Table",
+          "columns": ["col-conn-pax", "col-conn-in", "col-conn-out", "col-conn-mct"]
+        },
+        { "id": "col-conn-pax", "component": "Col", "label": "Pax at Risk (Item 8)", "type": "number", "data": [14, 8, 22, 5] },
+        { "id": "col-conn-in", "component": "Col", "label": "Inbound", "type": "string", "data": ["DL1442 (LGA)", "DL0987 (BOS)", "DL2210 (MIA)", "DL3301 (ORD)"] },
+        { "id": "col-conn-out", "component": "Col", "label": "Outbound", "type": "string", "data": ["DL0555 (SEA)", "DL1188 (DEN)", "DL0771 (LAX)", "DL0900 (SFO)"] },
+        { "id": "col-conn-mct", "component": "Col", "label": "Buffer", "type": "string", "data": ["-12m", "-4m", "-18m", "3m"] },
+
+        {
+          "id": "action-row",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-rebook", "btn-refresh"]
+        },
+        {
+          "id": "btn-rebook",
+          "component": "Button",
+          "label": "Rebook Affected Passengers (Item 9)",
+          "variant": "primary",
+          "action": ["open_rebook_tool"]
+        },
+        {
+          "id": "btn-refresh",
+          "component": "Button",
+          "label": "Refresh Snapshot",
+          "variant": "secondary",
+          "action": ["refresh_hub_data"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered requirement:
+
+1. **On-time performance** — KPI card with progress bar (82%).
+2. **Flights with number/route/gate/status** — the "Flights" tab table.
+3. **Delayed flights called out** — the red error Callout banner.
+4. **Recent gate changes** — the "Gate Changes" tab list.
+5. **Crews available for reassignment** — the "Crews Available" tab table.
+6. **Weather advisories** — the amber Alert banner.
+7. **Average passenger load** — KPI card (88%).
+8. **Connections at risk** — the "Connections at Risk" tab table with negative buffers.
+9. **Rebook affected passengers** — primary action button.
+10. **Look at a different hub** — the hub Select dropdown in the header.
+11. **Cancellations today** — KPI card (6).
+12. **Average turnaround time** — KPI card (47 min).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..b075778e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r3.txt
@@ -0,0 +1,446 @@
+Here's a comprehensive hub operations desk screen covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "hub-select-card",
+            "kpi-row",
+            "weather-alert",
+            "delayed-callout",
+            "main-tabs",
+            "rebook-section",
+            "followups"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hub Operations Desk — ATL (Atlanta)",
+          "subtitle": "Live status as of 14:32 local · Refreshed 30s ago"
+        },
+        {
+          "id": "hub-select-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["hub-select-control", "hub-switch-btn"]
+        },
+        {
+          "id": "hub-select-control",
+          "component": "FormControl",
+          "label": "Viewing Hub",
+          "hint": "Switch to monitor a different hub airport",
+          "input": "hub-select"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "hub",
+          "value": "ATL",
+          "placeholder": "Select hub",
+          "items": ["opt-atl", "opt-ord", "opt-dfw", "opt-den", "opt-lax"]
+        },
+        { "id": "opt-atl", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta" },
+        { "id": "opt-ord", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare" },
+        { "id": "opt-dfw", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+        { "id": "opt-den", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver" },
+        { "id": "opt-lax", "component": "SelectItem", "value": "LAX", "label": "LAX — Los Angeles" },
+        {
+          "id": "hub-switch-btn",
+          "component": "Button",
+          "label": "Load Hub",
+          "variant": "primary",
+          "action": ["switchHub"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-otp", "kpi-load", "kpi-turnaround", "kpi-cancel"]
+        },
+        {
+          "id": "kpi-otp",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-otp-label", "kpi-otp-value", "kpi-otp-progress"]
+        },
+        { "id": "kpi-otp-label", "component": "TextContent", "text": "On-Time Performance (Today)", "size": "small-heavy" },
+        { "id": "kpi-otp-value", "component": "Heading", "text": "82.4%", "level": "h2" },
+        { "id": "kpi-otp-progress", "component": "Progress", "value": 82, "label": "Target: 88%" },
+        {
+          "id": "kpi-load",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-load-label", "kpi-load-value", "kpi-load-progress"]
+        },
+        { "id": "kpi-load-label", "component": "TextContent", "text": "Avg Passenger Load (Today)", "size": "small-heavy" },
+        { "id": "kpi-load-value", "component": "Heading", "text": "91.7%", "level": "h2" },
+        { "id": "kpi-load-progress", "component": "Progress", "value": 92, "label": "Seats filled avg" },
+        {
+          "id": "kpi-turnaround",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-turn-label", "kpi-turn-value", "kpi-turn-tag"]
+        },
+        { "id": "kpi-turn-label", "component": "TextContent", "text": "Avg Turnaround Time (Today)", "size": "small-heavy" },
+        { "id": "kpi-turn-value", "component": "Heading", "text": "41 min", "level": "h2" },
+        { "id": "kpi-turn-tag", "component": "Tag", "text": "+3 min vs target", "variant": "warning", "size": "sm" },
+        {
+          "id": "kpi-cancel",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-cancel-label", "kpi-cancel-value", "kpi-cancel-tag"]
+        },
+        { "id": "kpi-cancel-label", "component": "TextContent", "text": "Cancellations (Today)", "size": "small-heavy" },
+        { "id": "kpi-cancel-value", "component": "Heading", "text": "6", "level": "h2" },
+        { "id": "kpi-cancel-tag", "component": "Tag", "text": "2 weather · 4 mechanical", "variant": "danger", "size": "sm" },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Weather Advisory — ATL",
+          "description": "Thunderstorms forecast 15:00–18:00 local. Ground delay program in effect for arrivals. Expect 25–40 min departure holds. Convective SIGMET Charlie active NW sector."
+        },
+        {
+          "id": "delayed-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "9 Flights Delayed",
+          "description": "DL1422, DL0887, DL2210, DL1109, DL3345, DL0762, DL1988, DL2540, DL0431 are currently delayed. See the Delayed tab for details and downstream impact."
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-flights", "tab-delayed", "tab-gates", "tab-crews", "tab-connections"]
+        },
+        {
+          "id": "tab-flights",
+          "component": "TabItem",
+          "value": "flights",
+          "trigger": "All Flights",
+          "content": ["flights-table"]
+        },
+        {
+          "id": "flights-table",
+          "component": "Table",
+          "columns": ["col-flt-num", "col-flt-route", "col-flt-gate", "col-flt-status"]
+        },
+        {
+          "id": "col-flt-num",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": ["DL1422", "DL0887", "DL2210", "DL1109", "DL3345", "DL5501", "DL0762", "DL1988", "DL2540", "DL0431"]
+        },
+        {
+          "id": "col-flt-route",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": ["ATL→JFK", "ATL→LAX", "ATL→ORD", "ATL→MCO", "ATL→BOS", "ATL→SEA", "ATL→DFW", "ATL→MIA", "ATL→DEN", "ATL→SLC"]
+        },
+        {
+          "id": "col-flt-gate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": ["A12", "B24", "C07", "A18", "T3", "B11", "C15", "A22", "D04", "B19"]
+        },
+        {
+          "id": "col-flt-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Delayed 35m", "Delayed 50m", "Delayed 20m", "On Time", "Delayed 15m", "Cancelled", "Delayed 40m", "On Time", "Delayed 25m", "Delayed 30m"]
+        },
+        {
+          "id": "tab-delayed",
+          "component": "TabItem",
+          "value": "delayed",
+          "trigger": "Delayed",
+          "content": ["delayed-list"]
+        },
+        {
+          "id": "delayed-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dl-1", "dl-2", "dl-3", "dl-4"]
+        },
+        { "id": "dl-1", "component": "ListItem", "title": "DL0887 · ATL→LAX · Gate B24", "subtitle": "Delayed 50m — Late inbound aircraft. New departure 15:20." },
+        { "id": "dl-2", "component": "ListItem", "title": "DL0762 · ATL→DFW · Gate C15", "subtitle": "Delayed 40m — Crew timeout risk. Standby crew requested." },
+        { "id": "dl-3", "component": "ListItem", "title": "DL1422 · ATL→JFK · Gate A12", "subtitle": "Delayed 35m — Ground delay program (weather)." },
+        { "id": "dl-4", "component": "ListItem", "title": "DL0431 · ATL→SLC · Gate B19", "subtitle": "Delayed 30m — Ramp congestion at NW sector." },
+        {
+          "id": "tab-gates",
+          "component": "TabItem",
+          "value": "gates",
+          "trigger": "Gate Changes",
+          "content": ["gate-changes-list"]
+        },
+        {
+          "id": "gate-changes-list",
+          "component": "Steps",
+          "items": ["gc-1", "gc-2", "gc-3", "gc-4"]
+        },
+        { "id": "gc-1", "component": "StepsItem", "title": "DL2210 → moved C07 to C11", "details": "14:28 · Gate conflict with inbound DL3390. Passengers notified." },
+        { "id": "gc-2", "component": "StepsItem", "title": "DL0762 → moved C15 to C09", "details": "14:19 · Reassigned for crew connection proximity." },
+        { "id": "gc-3", "component": "StepsItem", "title": "DL1109 → moved A18 to A20", "details": "14:05 · Jet bridge maintenance at A18." },
+        { "id": "gc-4", "component": "StepsItem", "title": "DL2540 → moved D04 to D08", "details": "13:52 · Widebody swap required larger gate." },
+        {
+          "id": "tab-crews",
+          "component": "TabItem",
+          "value": "crews",
+          "trigger": "Crews Available",
+          "content": ["crews-table"]
+        },
+        {
+          "id": "crews-table",
+          "component": "Table",
+          "columns": ["col-crew-id", "col-crew-role", "col-crew-qual", "col-crew-avail"]
+        },
+        {
+          "id": "col-crew-id",
+          "component": "Col",
+          "label": "Crew ID",
+          "type": "string",
+          "data": ["CRW-3391", "CRW-2204", "CRW-5510", "CRW-1187", "CRW-4423"]
+        },
+        {
+          "id": "col-crew-role",
+          "component": "Col",
+          "label": "Composition",
+          "type": "string",
+          "data": ["2 Pilots + 4 FA", "1 Pilot", "4 FA", "2 Pilots + 3 FA", "2 FA"]
+        },
+        {
+          "id": "col-crew-qual",
+          "component": "Col",
+          "label": "Qualified",
+          "type": "string",
+          "data": ["B737 / A321", "A321", "All narrowbody", "B757 / B767", "All narrowbody"]
+        },
+        {
+          "id": "col-crew-avail",
+          "component": "Col",
+          "label": "Available Until",
+          "type": "string",
+          "data": ["18:40", "16:10", "20:00", "17:25", "19:15"]
+        },
+        {
+          "id": "tab-connections",
+          "component": "TabItem",
+          "value": "connections",
+          "trigger": "Connections at Risk",
+          "content": ["conn-alert", "conn-table"]
+        },
+        {
+          "id": "conn-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "48 passengers on at-risk connections",
+          "description": "Tight or broken connections due to inbound delays. Prioritize rebooking for the flights below."
+        },
+        {
+          "id": "conn-table",
+          "component": "Table",
+          "columns": ["col-conn-pax", "col-conn-in", "col-conn-out", "col-conn-mct", "col-conn-risk"]
+        },
+        {
+          "id": "col-conn-pax",
+          "component": "Col",
+          "label": "Pax",
+          "type": "number",
+          "data": [14, 9, 11, 6, 8]
+        },
+        {
+          "id": "col-conn-in",
+          "component": "Col",
+          "label": "Inbound",
+          "type": "string",
+          "data": ["DL0887 (LAX)", "DL0762 (DFW)", "DL1422 (JFK)", "DL0431 (SLC)", "DL2540 (DEN)"]
+        },
+        {
+          "id": "col-conn-out",
+          "component": "Col",
+          "label": "Connecting To",
+          "type": "string",
+          "data": ["DL2210 ATL→ORD", "DL1988 ATL→MIA", "DL3345 ATL→BOS", "DL1109 ATL→MCO", "DL0887 ATL→LAX"]
+        },
+        {
+          "id": "col-conn-mct",
+          "component": "Col",
+          "label": "Buffer",
+          "type": "string",
+          "data": ["-12 min", "-5 min", "8 min", "3 min", "-18 min"]
+        },
+        {
+          "id": "col-conn-risk",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Missed", "Missed", "Tight", "Tight", "Missed"]
+        },
+        {
+          "id": "rebook-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["rebook-header", "rebook-form"]
+        },
+        {
+          "id": "rebook-header",
+          "component": "CardHeader",
+          "title": "Rebook Affected Passengers",
+          "subtitle": "Reprotect passengers from missed or at-risk connections"
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "rebook",
+          "fields": ["rebook-fc-flight", "rebook-fc-pax", "rebook-fc-option", "rebook-fc-notes"],
+          "buttons": "rebook-buttons"
+        },
+        {
+          "id": "rebook-fc-flight",
+          "component": "FormControl",
+          "label": "Affected Flight / Connection",
+          "input": "rebook-flight-select"
+        },
+        {
+          "id": "rebook-flight-select",
+          "component": "Select",
+          "name": "affectedFlight",
+          "placeholder": "Select at-risk connection",
+          "items": ["rb-opt-1", "rb-opt-2", "rb-opt-3", "rb-opt-4", "rb-opt-5"]
+        },
+        { "id": "rb-opt-1", "component": "SelectItem", "value": "DL2210", "label": "DL2210 ATL→ORD — 14 pax missed" },
+        { "id": "rb-opt-2", "component": "SelectItem", "value": "DL1988", "label": "DL1988 ATL→MIA — 9 pax missed" },
+        { "id": "rb-opt-3", "component": "SelectItem", "value": "DL3345", "label": "DL3345 ATL→BOS — 11 pax tight" },
+        { "id": "rb-opt-4", "component": "SelectItem", "value": "DL1109", "label": "DL1109 ATL→MCO — 6 pax tight" },
+        { "id": "rb-opt-5", "component": "SelectItem", "value": "DL0887b", "label": "DL0887 ATL→LAX — 8 pax missed" },
+        {
+          "id": "rebook-fc-pax",
+          "component": "FormControl",
+          "label": "Number of Passengers",
+          "hint": "How many to reprotect",
+          "input": "rebook-pax-input"
+        },
+        {
+          "id": "rebook-pax-input",
+          "component": "Input",
+          "name": "paxCount",
+          "type": "number",
+          "placeholder": "e.g. 14"
+        },
+        {
+          "id": "rebook-fc-option",
+          "component": "FormControl",
+          "label": "Rebooking Option",
+          "input": "rebook-option-radio"
+        },
+        {
+          "id": "rebook-option-radio",
+          "component": "RadioGroup",
+          "name": "rebookOption",
+          "items": ["ro-1", "ro-2", "ro-3"]
+        },
+        { "id": "ro-1", "component": "RadioItem", "value": "next-same", "label": "Next available same carrier", "description": "Auto-select earliest flight to destination" },
+        { "id": "ro-2", "component": "RadioItem", "value": "partner", "label": "Partner airline", "description": "Interline reprotect on partner metal" },
+        { "id": "ro-3", "component": "RadioItem", "value": "hotel", "label": "Overnight + morning departure", "description": "Includes hotel and meal vouchers" },
+        {
+          "id": "rebook-fc-notes",
+          "component": "FormControl",
+          "label": "Agent Notes",
+          "input": "rebook-notes"
+        },
+        {
+          "id": "rebook-notes",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 2,
+          "placeholder": "Special handling, priority passengers, etc."
+        },
+        {
+          "id": "rebook-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["rebook-submit", "rebook-clear"]
+        },
+        {
+          "id": "rebook-submit",
+          "component": "Button",
+          "label": "Rebook Passengers",
+          "variant": "primary",
+          "action": ["submitRebooking"]
+        },
+        {
+          "id": "rebook-clear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "action": ["clearRebooking"]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        { "id": "fu-1", "component": "FollowUpItem", "text": "Show downstream aircraft rotation impact for delayed flights" },
+        { "id": "fu-2", "component": "FollowUpItem", "text": "Reassign standby crew CRW-3391 to DL0762" },
+        { "id": "fu-3", "component": "FollowUpItem", "text": "Compare on-time performance across all hubs" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **On-time performance today** — KPI card with 82.4% and progress vs target
+2. **Flights with number/route/gate/status** — "All Flights" table
+3. **Delayed flights called out** — red Callout banner + dedicated "Delayed" tab
+4. **Recent gate changes** — "Gate Changes" tab with timestamped steps
+5. **Crews available for reassignment** — "Crews Available" table with qualifications and availability
+6. **Weather advisories** — amber Alert banner for the hub
+7. **Average passenger load today** — KPI card at 91.7%
+8. **Connections at risk** — "Connections at Risk" tab with buffer times and risk levels
+9. **Rebook affected passengers** — dedicated form with flight, pax count, and rebooking options
+10. **Look at a different hub** — hub selector dropdown + "Load Hub" button at top
+11. **Cancellations today** — KPI card showing 6 with breakdown
+12. **Average turnaround time** — KPI card showing 41 min vs target
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..2cb9fdaaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-airline__r4.txt
@@ -0,0 +1,366 @@
+Here's a comprehensive hub operations desk screen covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "hubSelectorCard", "kpiRow", "advisoryRow", "flightsSection", "delaySection", "connectionsSection", "crewSection", "rebookSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hub Operations Desk — ATL (Atlanta)",
+          "subtitle": "Live status as of 14:32 local · All times local"
+        },
+        {
+          "id": "hubSelectorCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["hubSelect", "hubSwitchButtons"]
+        },
+        {
+          "id": "hubSelect",
+          "component": "Select",
+          "name": "hub",
+          "placeholder": "Select hub",
+          "value": "ATL",
+          "size": "medium",
+          "items": ["hubATL", "hubDFW", "hubORD", "hubDEN", "hubLAX", "hubJFK"]
+        },
+        {"id": "hubATL", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta"},
+        {"id": "hubDFW", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth"},
+        {"id": "hubORD", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare"},
+        {"id": "hubDEN", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver"},
+        {"id": "hubLAX", "component": "SelectItem", "value": "LAX", "label": "LAX — Los Angeles"},
+        {"id": "hubJFK", "component": "SelectItem", "value": "JFK", "label": "JFK — New York"},
+        {
+          "id": "hubSwitchButtons",
+          "component": "Buttons",
+          "buttons": ["viewHubBtn"]
+        },
+        {
+          "id": "viewHubBtn",
+          "component": "Button",
+          "label": "View Hub",
+          "variant": "primary",
+          "action": ["switchHub"]
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiOnTime", "kpiLoad", "kpiTurnaround", "kpiCancellations"]
+        },
+        {
+          "id": "kpiOnTime",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiOnTimeHead", "kpiOnTimeProg", "kpiOnTimeNote"]
+        },
+        {"id": "kpiOnTimeHead", "component": "Heading", "text": "On-Time Performance Today", "level": "h4"},
+        {"id": "kpiOnTimeProg", "component": "Progress", "value": 82, "label": "82% departing within 15 min of schedule"},
+        {"id": "kpiOnTimeNote", "component": "TextContent", "text": "Target: 85% · Trending slightly below goal", "size": "small"},
+        {
+          "id": "kpiLoad",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiLoadHead", "kpiLoadProg", "kpiLoadNote"]
+        },
+        {"id": "kpiLoadHead", "component": "Heading", "text": "Avg Passenger Load Today", "level": "h4"},
+        {"id": "kpiLoadProg", "component": "Progress", "value": 88, "label": "88% average load factor"},
+        {"id": "kpiLoadNote", "component": "TextContent", "text": "Across 214 departures · Peak banks running near capacity", "size": "small"},
+        {
+          "id": "kpiTurnaround",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiTurnHead", "kpiTurnValue", "kpiTurnNote"]
+        },
+        {"id": "kpiTurnHead", "component": "Heading", "text": "Avg Turnaround Time", "level": "h4"},
+        {"id": "kpiTurnValue", "component": "Heading", "text": "42 min", "level": "h2"},
+        {"id": "kpiTurnNote", "component": "TextContent", "text": "Standard target: 40 min · +2 min vs. plan", "size": "small"},
+        {
+          "id": "kpiCancellations",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpiCancHead", "kpiCancValue", "kpiCancNote"]
+        },
+        {"id": "kpiCancHead", "component": "Heading", "text": "Cancellations Today", "level": "h4"},
+        {"id": "kpiCancValue", "component": "Heading", "text": "6", "level": "h2"},
+        {"id": "kpiCancNote", "component": "TextContent", "text": "4 weather-related · 2 mechanical · 214 scheduled departures", "size": "small"},
+        {
+          "id": "advisoryRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["weatherAdvisory", "gateChangesSection"]
+        },
+        {
+          "id": "weatherAdvisory",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Weather Advisory — Hub Impact",
+          "description": "Thunderstorms forecast 15:00–18:00 local. Ground delay program possible. Wind gusts to 35 kt. De-icing not required. Ceilings expected to drop to 1,200 ft by 16:30."
+        },
+        {
+          "id": "gateChangesSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["gateChangesHead", "gateChangesList"]
+        },
+        {"id": "gateChangesHead", "component": "Heading", "text": "Recent Gate Changes", "level": "h4"},
+        {
+          "id": "gateChangesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["gc1", "gc2", "gc3"]
+        },
+        {"id": "gc1", "component": "ListItem", "title": "DL1422 → Now Gate B14", "subtitle": "Moved from A22 · 14:20 · Aircraft swap"},
+        {"id": "gc2", "component": "ListItem", "title": "DL2087 → Now Gate C31", "subtitle": "Moved from C18 · 14:05 · Gate conflict"},
+        {"id": "gc3", "component": "ListItem", "title": "DL3310 → Now Gate T5", "subtitle": "Moved from B08 · 13:48 · Extended ground time"},
+        {
+          "id": "flightsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["flightsHead", "flightsTable"]
+        },
+        {"id": "flightsHead", "component": "Heading", "text": "Flights", "level": "h3"},
+        {
+          "id": "flightsTable",
+          "component": "Table",
+          "columns": ["colFlight", "colRoute", "colGate", "colStatus"]
+        },
+        {
+          "id": "colFlight",
+          "component": "Col",
+          "label": "Flight",
+          "type": "string",
+          "data": ["DL1422", "DL2087", "DL3310", "DL0455", "DL1980", "DL2761", "DL0912"]
+        },
+        {
+          "id": "colRoute",
+          "component": "Col",
+          "label": "Route",
+          "type": "string",
+          "data": ["ATL→BOS", "ATL→LAX", "ATL→ORD", "ATL→MIA", "ATL→SEA", "ATL→JFK", "ATL→DEN"]
+        },
+        {
+          "id": "colGate",
+          "component": "Col",
+          "label": "Gate",
+          "type": "string",
+          "data": ["B14", "C31", "T5", "A05", "B22", "C09", "A18"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Time", "Delayed +40", "Boarding", "On Time", "Delayed +25", "Cancelled", "On Time"]
+        },
+        {
+          "id": "delaySection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["delayHead", "delayCallout1", "delayCallout2", "delayTable"]
+        },
+        {"id": "delayHead", "component": "Heading", "text": "Delayed Flights", "level": "h3"},
+        {
+          "id": "delayCallout1",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "DL2087 · ATL→LAX · +40 min",
+          "description": "Late inbound aircraft. New departure 15:10. Gate C31. 178 pax."
+        },
+        {
+          "id": "delayCallout2",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "DL1980 · ATL→SEA · +25 min",
+          "description": "Crew rest compliance. New departure 15:35. Gate B22. 162 pax."
+        },
+        {
+          "id": "delayTable",
+          "component": "Table",
+          "columns": ["dFlight", "dRoute", "dDelay", "dReason"]
+        },
+        {"id": "dFlight", "component": "Col", "label": "Flight", "type": "string", "data": ["DL2087", "DL1980", "DL4102"]},
+        {"id": "dRoute", "component": "Col", "label": "Route", "type": "string", "data": ["ATL→LAX", "ATL→SEA", "ATL→SFO"]},
+        {"id": "dDelay", "component": "Col", "label": "Delay", "type": "string", "data": ["+40 min", "+25 min", "+15 min"]},
+        {"id": "dReason", "component": "Col", "label": "Reason", "type": "string", "data": ["Late inbound", "Crew rest", "Weather hold"]},
+        {
+          "id": "connectionsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["connHead", "connIntro", "connTable"]
+        },
+        {"id": "connHead", "component": "Heading", "text": "Connections at Risk", "level": "h3"},
+        {"id": "connIntro", "component": "TextContent", "text": "Passengers with connect times below the minimum due to inbound delays.", "size": "small"},
+        {
+          "id": "connTable",
+          "component": "Table",
+          "columns": ["cxPax", "cxInbound", "cxOnward", "cxConnect", "cxRisk"]
+        },
+        {"id": "cxPax", "component": "Col", "label": "Pax", "type": "number", "data": [14, 8, 22, 3]},
+        {"id": "cxInbound", "component": "Col", "label": "Inbound", "type": "string", "data": ["DL2087", "DL1980", "DL2087", "DL4102"]},
+        {"id": "cxOnward", "component": "Col", "label": "Onward", "type": "string", "data": ["DL0620→HNL", "DL0330→PDX", "DL1150→SAN", "DL0770→LAS"]},
+        {"id": "cxConnect", "component": "Col", "label": "Connect", "type": "string", "data": ["18 min", "24 min", "12 min", "31 min"]},
+        {"id": "cxRisk", "component": "Col", "label": "Risk", "type": "string", "data": ["High", "Medium", "High", "Low"]},
+        {
+          "id": "crewSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["crewHead", "crewIntro", "crewTable"]
+        },
+        {"id": "crewHead", "component": "Heading", "text": "Crews Available for Reassignment", "level": "h3"},
+        {"id": "crewIntro", "component": "TextContent", "text": "Reserve and released crews within legal duty limits at the hub.", "size": "small"},
+        {
+          "id": "crewTable",
+          "component": "Table",
+          "columns": ["crId", "crRole", "crBase", "crAvail", "crDuty"]
+        },
+        {"id": "crId", "component": "Col", "label": "Crew", "type": "string", "data": ["CR-118", "CR-204", "CR-337", "CR-419"]},
+        {"id": "crRole", "component": "Col", "label": "Composition", "type": "string", "data": ["2 Pilots + 4 FA", "2 Pilots", "4 FA", "2 Pilots + 3 FA"]},
+        {"id": "crBase", "component": "Col", "label": "Base", "type": "string", "data": ["ATL", "ATL", "ATL", "ATL"]},
+        {"id": "crAvail", "component": "Col", "label": "Available", "type": "string", "data": ["Now", "15:00", "Now", "15:45"]},
+        {"id": "crDuty", "component": "Col", "label": "Duty Left", "type": "string", "data": ["6h 20m", "8h 00m", "5h 10m", "7h 30m"]},
+        {
+          "id": "rebookSection",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["rebookForm"]
+        },
+        {
+          "id": "rebookForm",
+          "component": "Form",
+          "name": "rebookForm",
+          "fields": ["rebookFlightCtl", "rebookPaxCtl", "rebookRouteCtl", "rebookOptionCtl", "rebookNotesCtl"],
+          "buttons": "rebookButtons"
+        },
+        {
+          "id": "rebookFlightCtl",
+          "component": "FormControl",
+          "label": "Affected Flight",
+          "hint": "Select the disrupted flight",
+          "input": "rebookFlightInput"
+        },
+        {
+          "id": "rebookFlightInput",
+          "component": "Select",
+          "name": "affectedFlight",
+          "placeholder": "Choose flight",
+          "items": ["rbf1", "rbf2", "rbf3"]
+        },
+        {"id": "rbf1", "component": "SelectItem", "value": "DL2087", "label": "DL2087 · ATL→LAX (+40)"},
+        {"id": "rbf2", "component": "SelectItem", "value": "DL1980", "label": "DL1980 · ATL→SEA (+25)"},
+        {"id": "rbf3", "component": "SelectItem", "value": "DL2761", "label": "DL2761 · ATL→JFK (Cancelled)"},
+        {
+          "id": "rebookPaxCtl",
+          "component": "FormControl",
+          "label": "Passenger Count / Record Locator",
+          "hint": "Number of pax or PNR to rebook",
+          "input": "rebookPaxInput"
+        },
+        {"id": "rebookPaxInput", "component": "Input", "name": "paxCount", "type": "text", "placeholder": "e.g. 14 or ABC123"},
+        {
+          "id": "rebookRouteCtl",
+          "component": "FormControl",
+          "label": "Onward Destination",
+          "input": "rebookRouteInput"
+        },
+        {"id": "rebookRouteInput", "component": "Input", "name": "destination", "type": "text", "placeholder": "e.g. HNL"},
+        {
+          "id": "rebookOptionCtl",
+          "component": "FormControl",
+          "label": "Rebooking Option",
+          "input": "rebookOptionInput"
+        },
+        {
+          "id": "rebookOptionInput",
+          "component": "RadioGroup",
+          "name": "rebookOption",
+          "items": ["rbo1", "rbo2", "rbo3"]
+        },
+        {"id": "rbo1", "component": "RadioItem", "value": "next", "label": "Next available flight", "description": "Protect on earliest departure with seats"},
+        {"id": "rbo2", "component": "RadioItem", "value": "partner", "label": "Partner airline", "description": "Interline to codeshare partner"},
+        {"id": "rbo3", "component": "RadioItem", "value": "overnight", "label": "Overnight + hotel", "description": "Rebook next-day with accommodation voucher"},
+        {
+          "id": "rebookNotesCtl",
+          "component": "FormControl",
+          "label": "Agent Notes",
+          "input": "rebookNotesInput"
+        },
+        {"id": "rebookNotesInput", "component": "TextArea", "name": "notes", "placeholder": "Special handling, mobility needs, priority tier...", "rows": 2},
+        {
+          "id": "rebookButtons",
+          "component": "Buttons",
+          "buttons": ["rebookSubmit", "rebookAuto"]
+        },
+        {"id": "rebookSubmit", "component": "Button", "label": "Rebook Passengers", "variant": "primary", "action": ["submitRebook"]},
+        {"id": "rebookAuto", "component": "Button", "label": "Auto-Protect All at Risk", "variant": "secondary", "action": ["autoRebook"]}
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all twelve items:
+
+1. **On-time performance** — KPI card with progress bar (82%)
+2. **Flights table** — number, route, gate, and status columns
+3. **Delayed flights** — called out with danger/warning callouts plus a detail table
+4. **Recent gate changes** — numbered list with origin/reason
+5. **Crews available** — reassignment table with composition, availability, and duty remaining
+6. **Weather advisories** — warning alert banner for the hub
+7. **Average passenger load** — KPI card (88% load factor)
+8. **Connections at risk** — table with connect times and risk levels
+9. **Rebook affected passengers** — full form with flight selection, options, and auto-protect
+10. **Different hub** — dropdown selector with "View Hub" action
+11. **Cancellations today** — KPI card (6, with breakdown)
+12. **Average turnaround time** — KPI card (42 min vs. target)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..a1a0866b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r1.txt
@@ -0,0 +1,436 @@
+Here's a comprehensive personal banking home screen covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E6FEB", "agentDisplayName": "MyBank" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "balances-section",
+            "score-alerts-row",
+            "middle-tabs",
+            "bills-goal-row",
+            "actions-section"
+          ]
+        },
+
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good afternoon, Alex",
+          "subtitle": "Here's your money at a glance"
+        },
+
+        {
+          "id": "balances-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bal-checking", "bal-savings", "bal-credit"]
+        },
+        {
+          "id": "bal-checking",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-checking-label", "bal-checking-amt", "bal-checking-tag"]
+        },
+        { "id": "bal-checking-label", "component": "TextContent", "text": "Checking ••1234", "size": "small" },
+        { "id": "bal-checking-amt", "component": "Heading", "text": "$4,285.60", "level": "h2" },
+        { "id": "bal-checking-tag", "component": "Tag", "text": "Available", "variant": "success", "size": "sm" },
+
+        {
+          "id": "bal-savings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-savings-label", "bal-savings-amt", "bal-savings-tag"]
+        },
+        { "id": "bal-savings-label", "component": "TextContent", "text": "Savings ••5678", "size": "small" },
+        { "id": "bal-savings-amt", "component": "Heading", "text": "$18,940.12", "level": "h2" },
+        { "id": "bal-savings-tag", "component": "Tag", "text": "APY 4.10%", "variant": "info", "size": "sm" },
+
+        {
+          "id": "bal-credit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-credit-label", "bal-credit-amt", "bal-credit-tag"]
+        },
+        { "id": "bal-credit-label", "component": "TextContent", "text": "Credit Card ••9012", "size": "small" },
+        { "id": "bal-credit-amt", "component": "Heading", "text": "-$1,320.45", "level": "h2" },
+        { "id": "bal-credit-tag", "component": "Tag", "text": "$8,679 available", "variant": "warning", "size": "sm" },
+
+        {
+          "id": "score-alerts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["credit-score-card", "freeze-card"]
+        },
+
+        {
+          "id": "credit-score-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["score-header", "score-value", "score-progress"]
+        },
+        { "id": "score-header", "component": "CardHeader", "title": "Credit Score", "subtitle": "Updated today • Excellent" },
+        { "id": "score-value", "component": "Heading", "text": "781", "level": "h1" },
+        { "id": "score-progress", "component": "Progress", "value": 87, "label": "781 of 850" },
+
+        {
+          "id": "freeze-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["freeze-header", "freeze-status", "freeze-alert-dialog"]
+        },
+        { "id": "freeze-header", "component": "CardHeader", "title": "Credit Line", "subtitle": "Security controls" },
+        { "id": "freeze-status", "component": "Alert", "title": "Line Active", "description": "Your credit line is currently active and available for use.", "variant": "success" },
+        {
+          "id": "freeze-alert-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Freeze Credit Line",
+          "title": "Freeze credit line?",
+          "description": "This immediately blocks all new charges on your credit line. You can unfreeze at any time.",
+          "confirmLabel": "Freeze Now",
+          "cancelLabel": "Cancel",
+          "triggerVariant": "destructive"
+        },
+
+        {
+          "id": "middle-tabs",
+          "component": "Tabs",
+          "items": ["tab-transactions", "tab-spending", "tab-statements"]
+        },
+
+        {
+          "id": "tab-transactions",
+          "component": "TabItem",
+          "value": "transactions",
+          "trigger": "Recent Transactions",
+          "content": ["txn-table", "dispute-dialog"]
+        },
+        {
+          "id": "txn-table",
+          "component": "Table",
+          "columns": ["txn-col-merchant", "txn-col-date", "txn-col-amount"]
+        },
+        {
+          "id": "txn-col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": ["Whole Foods Market", "Shell Gas", "Netflix", "Delta Airlines", "Starbucks", "Amazon"]
+        },
+        {
+          "id": "txn-col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Feb 12", "Feb 11", "Feb 10", "Feb 09", "Feb 08", "Feb 07"]
+        },
+        {
+          "id": "txn-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["-$86.44", "-$52.10", "-$15.99", "-$412.00", "-$6.75", "-$129.99"]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispute a Transaction",
+          "title": "Dispute a Transaction",
+          "description": "Tell us what's wrong and we'll investigate.",
+          "triggerVariant": "outline",
+          "content": ["dispute-form"]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "disputeForm",
+          "buttons": "dispute-buttons",
+          "fields": ["dispute-txn-control", "dispute-reason-control", "dispute-details-control"]
+        },
+        {
+          "id": "dispute-txn-control",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "dispute-txn-select",
+          "hint": "Select the charge you want to dispute"
+        },
+        {
+          "id": "dispute-txn-select",
+          "component": "Select",
+          "name": "disputeTxn",
+          "placeholder": "Choose a transaction",
+          "items": ["dt-1", "dt-2", "dt-3", "dt-4", "dt-5", "dt-6"]
+        },
+        { "id": "dt-1", "component": "SelectItem", "value": "wholefoods", "label": "Whole Foods Market — $86.44" },
+        { "id": "dt-2", "component": "SelectItem", "value": "shell", "label": "Shell Gas — $52.10" },
+        { "id": "dt-3", "component": "SelectItem", "value": "netflix", "label": "Netflix — $15.99" },
+        { "id": "dt-4", "component": "SelectItem", "value": "delta", "label": "Delta Airlines — $412.00" },
+        { "id": "dt-5", "component": "SelectItem", "value": "starbucks", "label": "Starbucks — $6.75" },
+        { "id": "dt-6", "component": "SelectItem", "value": "amazon", "label": "Amazon — $129.99" },
+        {
+          "id": "dispute-reason-control",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "dispute-reason-select"
+        },
+        {
+          "id": "dispute-reason-select",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Select a reason",
+          "items": ["dr-1", "dr-2", "dr-3", "dr-4"]
+        },
+        { "id": "dr-1", "component": "SelectItem", "value": "unauthorized", "label": "I didn't authorize this charge" },
+        { "id": "dr-2", "component": "SelectItem", "value": "duplicate", "label": "Duplicate charge" },
+        { "id": "dr-3", "component": "SelectItem", "value": "wrong-amount", "label": "Wrong amount" },
+        { "id": "dr-4", "component": "SelectItem", "value": "not-received", "label": "Goods/services not received" },
+        {
+          "id": "dispute-details-control",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "dispute-details-textarea"
+        },
+        {
+          "id": "dispute-details-textarea",
+          "component": "TextArea",
+          "name": "disputeDetails",
+          "placeholder": "Describe what happened...",
+          "rows": 3
+        },
+        { "id": "dispute-buttons", "component": "Buttons", "buttons": ["dispute-submit"] },
+        { "id": "dispute-submit", "component": "Button", "label": "Submit Dispute", "variant": "primary" },
+
+        {
+          "id": "tab-spending",
+          "component": "TabItem",
+          "value": "spending",
+          "trigger": "Spending by Category",
+          "content": ["spending-header", "spending-pie"]
+        },
+        { "id": "spending-header", "component": "TextContent", "text": "**This month's spending split**", "size": "large-heavy" },
+        {
+          "id": "spending-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Groceries", "Dining", "Transport", "Shopping", "Entertainment", "Travel"],
+          "values": [640, 385, 210, 460, 130, 412]
+        },
+
+        {
+          "id": "tab-statements",
+          "component": "TabItem",
+          "value": "statements",
+          "trigger": "Statements",
+          "content": ["stmt-header", "stmt-period-select", "stmt-download"]
+        },
+        { "id": "stmt-header", "component": "TextContent", "text": "**Pick a statement period to view or download**", "size": "default" },
+        {
+          "id": "stmt-period-select",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Select statement period",
+          "size": "medium",
+          "items": ["sp-1", "sp-2", "sp-3", "sp-4", "sp-5"]
+        },
+        { "id": "sp-1", "component": "SelectItem", "value": "2024-02", "label": "February 2024" },
+        { "id": "sp-2", "component": "SelectItem", "value": "2024-01", "label": "January 2024" },
+        { "id": "sp-3", "component": "SelectItem", "value": "2023-12", "label": "December 2023" },
+        { "id": "sp-4", "component": "SelectItem", "value": "2023-11", "label": "November 2023" },
+        { "id": "sp-5", "component": "SelectItem", "value": "2023-10", "label": "October 2023" },
+        { "id": "stmt-download", "component": "Button", "label": "View Statement", "variant": "secondary" },
+
+        {
+          "id": "bills-goal-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bills-card", "goal-card"]
+        },
+
+        {
+          "id": "bills-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["bills-header", "bills-list"]
+        },
+        { "id": "bills-header", "component": "CardHeader", "title": "Bills Due Soon", "subtitle": "Next 14 days" },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bill-1", "bill-2", "bill-3"]
+        },
+        { "id": "bill-1", "component": "ListItem", "title": "Electric — City Power", "subtitle": "Due Feb 15 • $124.30", "actionLabel": "Pay" },
+        { "id": "bill-2", "component": "ListItem", "title": "Rent — Oakwood Apts", "subtitle": "Due Feb 18 • $1,850.00", "actionLabel": "Pay" },
+        { "id": "bill-3", "component": "ListItem", "title": "Internet — FastNet", "subtitle": "Due Feb 22 • $69.99", "actionLabel": "Pay" },
+
+        {
+          "id": "goal-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["goal-header", "goal-progress", "goal-note"]
+        },
+        { "id": "goal-header", "component": "CardHeader", "title": "Vacation Savings Goal", "subtitle": "Hawaii 2024" },
+        { "id": "goal-progress", "component": "Progress", "value": 64, "label": "$3,200 of $5,000" },
+        { "id": "goal-note", "component": "TextContent", "text": "You're **64%** there — about $1,800 to go. At $300/mo you'll reach it by June.", "size": "small" },
+
+        {
+          "id": "actions-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["transfer-card", "alerts-card"]
+        },
+
+        {
+          "id": "transfer-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["transfer-header", "transfer-form"]
+        },
+        { "id": "transfer-header", "component": "CardHeader", "title": "Move Money", "subtitle": "Transfer between your accounts" },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferForm",
+          "buttons": "transfer-buttons",
+          "fields": ["transfer-from-control", "transfer-to-control", "transfer-amount-control"]
+        },
+        {
+          "id": "transfer-from-control",
+          "component": "FormControl",
+          "label": "From",
+          "input": "transfer-from-select"
+        },
+        {
+          "id": "transfer-from-select",
+          "component": "Select",
+          "name": "transferFrom",
+          "placeholder": "Source account",
+          "items": ["tf-1", "tf-2", "tf-3"]
+        },
+        { "id": "tf-1", "component": "SelectItem", "value": "checking", "label": "Checking ••1234 — $4,285.60" },
+        { "id": "tf-2", "component": "SelectItem", "value": "savings", "label": "Savings ••5678 — $18,940.12" },
+        { "id": "tf-3", "component": "SelectItem", "value": "credit", "label": "Credit Card ••9012" },
+        {
+          "id": "transfer-to-control",
+          "component": "FormControl",
+          "label": "To",
+          "input": "transfer-to-select"
+        },
+        {
+          "id": "transfer-to-select",
+          "component": "Select",
+          "name": "transferTo",
+          "placeholder": "Destination account",
+          "items": ["tt-1", "tt-2", "tt-3"]
+        },
+        { "id": "tt-1", "component": "SelectItem", "value": "checking", "label": "Checking ••1234" },
+        { "id": "tt-2", "component": "SelectItem", "value": "savings", "label": "Savings ••5678" },
+        { "id": "tt-3", "component": "SelectItem", "value": "credit", "label": "Credit Card ••9012 (pay down)" },
+        {
+          "id": "transfer-amount-control",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "transfer-amount-input",
+          "hint": "Enter the amount to move"
+        },
+        {
+          "id": "transfer-amount-input",
+          "component": "Input",
+          "name": "transferAmount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        { "id": "transfer-buttons", "component": "Buttons", "buttons": ["transfer-submit"] },
+        { "id": "transfer-submit", "component": "Button", "label": "Transfer", "variant": "primary" },
+
+        {
+          "id": "alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["alerts-header", "alerts-switches"]
+        },
+        { "id": "alerts-header", "component": "CardHeader", "title": "Manage Alerts", "subtitle": "Choose what triggers a notification" },
+        {
+          "id": "alerts-switches",
+          "component": "SwitchGroup",
+          "name": "alertTriggers",
+          "variant": "sunk",
+          "items": ["alert-1", "alert-2", "alert-3", "alert-4", "alert-5"]
+        },
+        { "id": "alert-1", "component": "SwitchItem", "name": "largePurchase", "label": "Large purchases", "description": "Any charge over $200", "defaultChecked": true },
+        { "id": "alert-2", "component": "SwitchItem", "name": "lowBalance", "label": "Low balance", "description": "Checking drops below $100", "defaultChecked": true },
+        { "id": "alert-3", "component": "SwitchItem", "name": "billDue", "label": "Bill due reminders", "description": "3 days before a bill is due", "defaultChecked": true },
+        { "id": "alert-4", "component": "SwitchItem", "name": "foreignTxn", "label": "Foreign transactions", "description": "Charges outside your country", "defaultChecked": false },
+        { "id": "alert-5", "component": "SwitchItem", "name": "creditScore", "label": "Credit score changes", "description": "When your score moves by 5+ points", "defaultChecked": false }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every requested item:
+
+1. **Balances** — three cards for Checking, Savings, and Credit at the top.
+2. **Recent transactions** — a table with merchant, date, and amount under the "Recent Transactions" tab.
+3. **Spending split by category** — a donut chart under the "Spending by Category" tab.
+4. **Bills due soon** — a numbered list showing each bill, due date, and amount.
+5. **Vacation savings goal** — a progress bar (64%) with a helpful note.
+6. **Credit score** — a dedicated card showing 781 with a progress indicator.
+7. **Move money** — a transfer form with From/To account pickers and an amount field.
+8. **Freeze the credit line** — a confirm/cancel alert dialog.
+9. **Statement period** — a period selector under the "Statements" tab.
+10. **Manage alerts** — a switch group for each alert trigger.
+11. **Dispute a transaction** — a dialog with a form to select the charge, reason, and details.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..b9da58e50
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r2.txt
@@ -0,0 +1,412 @@
+Here's a personal banking home screen covering all requested features.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1B6EF3", "agentDisplayName": "MyBank" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "balances", "score-transfer-row", "midTabs", "goal", "bills", "alerts", "dispute"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "Good morning, Alex",
+          "subtitle": "Here's your money at a glance"
+        },
+
+        {
+          "id": "balances",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bal-checking", "bal-savings", "bal-credit"]
+        },
+        {
+          "id": "bal-checking",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-checking-t", "bal-checking-v"]
+        },
+        { "id": "bal-checking-t", "component": "TextContent", "size": "small-heavy", "text": "Checking" },
+        { "id": "bal-checking-v", "component": "Heading", "level": "h2", "text": "$4,285.60" },
+        {
+          "id": "bal-savings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-savings-t", "bal-savings-v"]
+        },
+        { "id": "bal-savings-t", "component": "TextContent", "size": "small-heavy", "text": "Savings" },
+        { "id": "bal-savings-v", "component": "Heading", "level": "h2", "text": "$18,940.12" },
+        {
+          "id": "bal-credit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bal-credit-t", "bal-credit-v", "bal-credit-sub"]
+        },
+        { "id": "bal-credit-t", "component": "TextContent", "size": "small-heavy", "text": "Credit Card" },
+        { "id": "bal-credit-v", "component": "Heading", "level": "h2", "text": "-$1,203.44" },
+        { "id": "bal-credit-sub", "component": "TextContent", "size": "small", "text": "$8,796 available of $10,000" },
+
+        {
+          "id": "score-transfer-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["score-card", "transfer-card"]
+        },
+
+        {
+          "id": "score-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["score-head", "score-num", "score-badge", "score-prog", "freeze-btn"]
+        },
+        { "id": "score-head", "component": "TextContent", "size": "small-heavy", "text": "Credit Score" },
+        { "id": "score-num", "component": "Heading", "level": "h1", "text": "742" },
+        { "id": "score-badge", "component": "Badge", "text": "Very Good", "variant": "secondary" },
+        { "id": "score-prog", "component": "Progress", "value": 82, "label": "Updated today" },
+        {
+          "id": "freeze-btn",
+          "component": "Button",
+          "label": "Freeze Credit Line",
+          "variant": "secondary",
+          "type": "destructive",
+          "action": ["freeze_credit_line"]
+        },
+
+        {
+          "id": "transfer-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["transfer-head", "transfer-form"]
+        },
+        { "id": "transfer-head", "component": "TextContent", "size": "small-heavy", "text": "Move Money" },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferForm",
+          "buttons": "transfer-buttons",
+          "fields": ["fc-from", "fc-to", "fc-amount"]
+        },
+        {
+          "id": "fc-from",
+          "component": "FormControl",
+          "label": "From",
+          "input": "sel-from"
+        },
+        {
+          "id": "sel-from",
+          "component": "Select",
+          "name": "fromAccount",
+          "placeholder": "Select account",
+          "items": ["opt-from-checking", "opt-from-savings", "opt-from-credit"]
+        },
+        { "id": "opt-from-checking", "component": "SelectItem", "value": "checking", "label": "Checking - $4,285.60" },
+        { "id": "opt-from-savings", "component": "SelectItem", "value": "savings", "label": "Savings - $18,940.12" },
+        { "id": "opt-from-credit", "component": "SelectItem", "value": "credit", "label": "Credit Card" },
+        {
+          "id": "fc-to",
+          "component": "FormControl",
+          "label": "To",
+          "input": "sel-to"
+        },
+        {
+          "id": "sel-to",
+          "component": "Select",
+          "name": "toAccount",
+          "placeholder": "Select account",
+          "items": ["opt-to-checking", "opt-to-savings", "opt-to-credit"]
+        },
+        { "id": "opt-to-checking", "component": "SelectItem", "value": "checking", "label": "Checking" },
+        { "id": "opt-to-savings", "component": "SelectItem", "value": "savings", "label": "Savings" },
+        { "id": "opt-to-credit", "component": "SelectItem", "value": "credit", "label": "Credit Card" },
+        {
+          "id": "fc-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "inp-amount",
+          "hint": "Enter amount to transfer"
+        },
+        {
+          "id": "inp-amount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "buttons": ["transfer-submit"]
+        },
+        {
+          "id": "transfer-submit",
+          "component": "Button",
+          "label": "Transfer",
+          "variant": "primary",
+          "action": ["submit_transfer"]
+        },
+
+        {
+          "id": "midTabs",
+          "component": "Tabs",
+          "items": ["tab-txns", "tab-spending"]
+        },
+        {
+          "id": "tab-txns",
+          "component": "TabItem",
+          "value": "txns",
+          "trigger": "Recent Transactions",
+          "content": ["txn-table"]
+        },
+        {
+          "id": "txn-table",
+          "component": "Table",
+          "columns": ["col-merchant", "col-date", "col-amount"]
+        },
+        {
+          "id": "col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": ["Whole Foods", "Shell Gas", "Netflix", "Amazon", "Starbucks", "Delta Airlines"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Feb 12", "Feb 11", "Feb 10", "Feb 9", "Feb 8", "Feb 7"]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["-$86.24", "-$52.10", "-$15.99", "-$134.50", "-$6.75", "-$412.00"]
+        },
+        {
+          "id": "tab-spending",
+          "component": "TabItem",
+          "value": "spending",
+          "trigger": "Spending by Category",
+          "content": ["spending-chart"]
+        },
+        {
+          "id": "spending-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Groceries", "Dining", "Transport", "Shopping", "Subscriptions", "Travel"],
+          "values": [420, 265, 180, 340, 62, 412]
+        },
+
+        {
+          "id": "goal",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["goal-head", "goal-sub", "goal-prog"]
+        },
+        { "id": "goal-head", "component": "TextContent", "size": "large-heavy", "text": "🏝️ Vacation Savings Goal" },
+        { "id": "goal-sub", "component": "TextContent", "size": "small", "text": "$3,250 saved of $5,000 target" },
+        { "id": "goal-prog", "component": "Progress", "value": 65, "label": "65% there — $1,750 to go" },
+
+        {
+          "id": "bills",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bills-head", "bills-list"]
+        },
+        { "id": "bills-head", "component": "TextContent", "size": "large-heavy", "text": "Bills Due Soon" },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bill-1", "bill-2", "bill-3"]
+        },
+        { "id": "bill-1", "component": "ListItem", "title": "Rent — $1,600", "subtitle": "Due Feb 28", "actionLabel": "Pay" },
+        { "id": "bill-2", "component": "ListItem", "title": "Electric — $124.30", "subtitle": "Due Feb 22", "actionLabel": "Pay" },
+        { "id": "bill-3", "component": "ListItem", "title": "Internet — $79.99", "subtitle": "Due Feb 25", "actionLabel": "Pay" },
+
+        {
+          "id": "alerts",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alerts-head", "stmt-control", "alerts-switches"]
+        },
+        { "id": "alerts-head", "component": "TextContent", "size": "large-heavy", "text": "Statements & Alerts" },
+        {
+          "id": "stmt-control",
+          "component": "FormControl",
+          "label": "Statement Period",
+          "input": "stmt-select",
+          "hint": "Pick a period to view or download"
+        },
+        {
+          "id": "stmt-select",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Select period",
+          "items": ["stmt-jan", "stmt-dec", "stmt-nov", "stmt-q4"]
+        },
+        { "id": "stmt-jan", "component": "SelectItem", "value": "2025-01", "label": "January 2025" },
+        { "id": "stmt-dec", "component": "SelectItem", "value": "2024-12", "label": "December 2024" },
+        { "id": "stmt-nov", "component": "SelectItem", "value": "2024-11", "label": "November 2024" },
+        { "id": "stmt-q4", "component": "SelectItem", "value": "2024-Q4", "label": "Q4 2024 (Summary)" },
+        {
+          "id": "alerts-switches",
+          "component": "SwitchGroup",
+          "name": "alertTriggers",
+          "variant": "sunk",
+          "items": ["sw-lowbal", "sw-large", "sw-foreign", "sw-duedate"]
+        },
+        { "id": "sw-lowbal", "component": "SwitchItem", "name": "lowBalance", "label": "Low balance", "description": "Alert when checking drops below $200", "defaultChecked": true },
+        { "id": "sw-large", "component": "SwitchItem", "name": "largePurchase", "label": "Large purchase", "description": "Any charge over $500", "defaultChecked": true },
+        { "id": "sw-foreign", "component": "SwitchItem", "name": "foreignTxn", "label": "Foreign transactions", "description": "Charges outside your country", "defaultChecked": false },
+        { "id": "sw-duedate", "component": "SwitchItem", "name": "billDue", "label": "Bill due reminders", "description": "3 days before a bill is due", "defaultChecked": true },
+
+        {
+          "id": "dispute",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dispute-head", "dispute-desc", "dispute-dialog"]
+        },
+        { "id": "dispute-head", "component": "TextContent", "size": "large-heavy", "text": "Dispute a Transaction" },
+        { "id": "dispute-desc", "component": "TextContent", "size": "small", "text": "See a charge you don't recognize? Start a dispute." },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispute a Charge",
+          "triggerVariant": "outline",
+          "title": "Dispute a Transaction",
+          "description": "Tell us which charge and why.",
+          "content": ["dispute-form"]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "disputeForm",
+          "buttons": "dispute-buttons",
+          "fields": ["fc-dispute-txn", "fc-dispute-reason", "fc-dispute-notes"]
+        },
+        {
+          "id": "fc-dispute-txn",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "dispute-txn-select"
+        },
+        {
+          "id": "dispute-txn-select",
+          "component": "Select",
+          "name": "disputeTxn",
+          "placeholder": "Select a transaction",
+          "items": ["dt-wf", "dt-shell", "dt-nflx", "dt-amzn", "dt-delta"]
+        },
+        { "id": "dt-wf", "component": "SelectItem", "value": "wf", "label": "Whole Foods — $86.24 (Feb 12)" },
+        { "id": "dt-shell", "component": "SelectItem", "value": "shell", "label": "Shell Gas — $52.10 (Feb 11)" },
+        { "id": "dt-nflx", "component": "SelectItem", "value": "nflx", "label": "Netflix — $15.99 (Feb 10)" },
+        { "id": "dt-amzn", "component": "SelectItem", "value": "amzn", "label": "Amazon — $134.50 (Feb 9)" },
+        { "id": "dt-delta", "component": "SelectItem", "value": "delta", "label": "Delta Airlines — $412.00 (Feb 7)" },
+        {
+          "id": "fc-dispute-reason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "dispute-reason-select"
+        },
+        {
+          "id": "dispute-reason-select",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Select a reason",
+          "items": ["dr-unauth", "dr-duplicate", "dr-notrecv", "dr-wrongamt"]
+        },
+        { "id": "dr-unauth", "component": "SelectItem", "value": "unauthorized", "label": "I did not authorize this" },
+        { "id": "dr-duplicate", "component": "SelectItem", "value": "duplicate", "label": "Duplicate charge" },
+        { "id": "dr-notrecv", "component": "SelectItem", "value": "not_received", "label": "Goods/services not received" },
+        { "id": "dr-wrongamt", "component": "SelectItem", "value": "wrong_amount", "label": "Wrong amount charged" },
+        {
+          "id": "fc-dispute-notes",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "dispute-notes"
+        },
+        {
+          "id": "dispute-notes",
+          "component": "TextArea",
+          "name": "disputeNotes",
+          "placeholder": "Add any details that help us investigate",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "buttons": ["dispute-submit"]
+        },
+        {
+          "id": "dispute-submit",
+          "component": "Button",
+          "label": "Submit Dispute",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["submit_dispute"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers every item:
+
+1. **Balances** — three cards for Checking, Savings, and Credit at the top
+2. **Recent transactions** — table with merchant, date, and amount (Transactions tab)
+3. **Spending split by category** — donut chart (Spending tab)
+4. **Bills due soon** — list with amounts and due dates
+5. **Vacation goal** — progress bar showing $3,250 of $5,000
+6. **Credit score** — 742 with a "Very Good" badge and progress indicator
+7. **Move money** — form with From/To account selects and an amount field
+8. **Freeze credit line** — destructive button in the credit score card
+9. **Statement period** — a select dropdown of periods
+10. **Alert triggers** — switch group for low balance, large purchases, foreign transactions, and bill reminders
+11. **Dispute a transaction** — dialog with transaction picker, reason, and notes
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..b00a0e5fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r3.txt
@@ -0,0 +1,587 @@
+Here's a comprehensive personal banking home screen covering all your requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0B6E4F" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["pageHeader", "balancesRow", "creditScoreRow", "mainTabs"]
+        },
+        {
+          "id": "pageHeader",
+          "component": "CardHeader",
+          "title": "Good afternoon, Alex",
+          "subtitle": "Here's your money at a glance"
+        },
+
+        {
+          "id": "balancesRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["balCheckingCard", "balSavingsCard", "balCreditCard"]
+        },
+        {
+          "id": "balCheckingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["balCheckingLabel", "balCheckingAmount", "balCheckingTag"]
+        },
+        { "id": "balCheckingLabel", "component": "TextContent", "text": "Checking", "size": "small-heavy" },
+        { "id": "balCheckingAmount", "component": "Heading", "text": "$4,382.19", "level": "h2" },
+        { "id": "balCheckingTag", "component": "Badge", "text": "Available now", "variant": "secondary" },
+
+        {
+          "id": "balSavingsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["balSavingsLabel", "balSavingsAmount", "balSavingsTag"]
+        },
+        { "id": "balSavingsLabel", "component": "TextContent", "text": "Savings", "size": "small-heavy" },
+        { "id": "balSavingsAmount", "component": "Heading", "text": "$18,940.00", "level": "h2" },
+        { "id": "balSavingsTag", "component": "Badge", "text": "APY 4.10%", "variant": "outline" },
+
+        {
+          "id": "balCreditCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["balCreditLabel", "balCreditAmount", "balCreditTag"]
+        },
+        { "id": "balCreditLabel", "component": "TextContent", "text": "Credit Card", "size": "small-heavy" },
+        { "id": "balCreditAmount", "component": "Heading", "text": "-$1,204.55", "level": "h2" },
+        { "id": "balCreditTag", "component": "Tag", "text": "$8,795 available", "variant": "info", "size": "sm" },
+
+        {
+          "id": "creditScoreRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["creditScoreLeft", "creditScoreProgress"]
+        },
+        {
+          "id": "creditScoreLeft",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": ["creditScoreLabel", "creditScoreValue", "creditScoreTag"]
+        },
+        { "id": "creditScoreLabel", "component": "TextContent", "text": "Credit Score", "size": "small-heavy" },
+        { "id": "creditScoreValue", "component": "Heading", "text": "742", "level": "h1" },
+        { "id": "creditScoreTag", "component": "Tag", "text": "Very Good", "variant": "success", "size": "sm" },
+        {
+          "id": "creditScoreProgress",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["creditScoreBar", "creditScoreNote"]
+        },
+        { "id": "creditScoreBar", "component": "Progress", "value": 82, "label": "742 of 850 (updated today)" },
+        { "id": "creditScoreNote", "component": "TextContent", "text": "Up 6 points since last month.", "size": "small" },
+
+        {
+          "id": "mainTabs",
+          "component": "Tabs",
+          "items": ["tabOverview", "tabTransactions", "tabGoals", "tabMoveMoney", "tabSecurity", "tabStatements", "tabAlerts"]
+        },
+
+        {
+          "id": "tabOverview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview",
+          "content": ["spendingHeader", "spendingSplit", "billsHeader", "billsList"]
+        },
+        { "id": "spendingHeader", "component": "Heading", "text": "Spending this month by category", "level": "h3" },
+        {
+          "id": "spendingSplit",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Groceries", "Dining", "Transport", "Shopping", "Utilities", "Entertainment"],
+          "values": [640, 415, 220, 380, 190, 145]
+        },
+        { "id": "billsHeader", "component": "Heading", "text": "Bills due soon", "level": "h3" },
+        {
+          "id": "billsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bill1", "bill2", "bill3", "bill4"]
+        },
+        { "id": "bill1", "component": "ListItem", "title": "Rent — Oakwood Apartments", "subtitle": "Due Feb 1 · $1,850.00", "actionLabel": "Pay" },
+        { "id": "bill2", "component": "ListItem", "title": "Electric — City Power", "subtitle": "Due Feb 4 · $112.40", "actionLabel": "Pay" },
+        { "id": "bill3", "component": "ListItem", "title": "Internet — FiberNet", "subtitle": "Due Feb 6 · $69.99", "actionLabel": "Pay" },
+        { "id": "bill4", "component": "ListItem", "title": "Credit Card — Minimum", "subtitle": "Due Feb 9 · $45.00", "actionLabel": "Pay" },
+
+        {
+          "id": "tabTransactions",
+          "component": "TabItem",
+          "value": "transactions",
+          "trigger": "Transactions",
+          "content": ["txHeader", "txTable", "disputeHeader", "disputeForm"]
+        },
+        { "id": "txHeader", "component": "Heading", "text": "Recent transactions", "level": "h3" },
+        {
+          "id": "txTable",
+          "component": "Table",
+          "columns": ["txColDate", "txColMerchant", "txColAmount"]
+        },
+        {
+          "id": "txColDate",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Jan 28", "Jan 27", "Jan 27", "Jan 26", "Jan 25", "Jan 24"]
+        },
+        {
+          "id": "txColMerchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": ["Whole Foods Market", "Shell Gas Station", "Netflix", "Amazon", "Starbucks", "Uber"]
+        },
+        {
+          "id": "txColAmount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["-$84.32", "-$47.10", "-$15.99", "-$126.40", "-$6.75", "-$18.20"]
+        },
+        { "id": "disputeHeader", "component": "Heading", "text": "Dispute a transaction", "level": "h3" },
+        {
+          "id": "disputeForm",
+          "component": "Form",
+          "name": "disputeForm",
+          "buttons": "disputeButtons",
+          "fields": ["disputeTxField", "disputeReasonField", "disputeDetailsField"]
+        },
+        {
+          "id": "disputeTxField",
+          "component": "FormControl",
+          "label": "Transaction",
+          "hint": "Select the charge you don't recognize",
+          "input": "disputeTxSelect"
+        },
+        {
+          "id": "disputeTxSelect",
+          "component": "Select",
+          "name": "disputeTx",
+          "placeholder": "Choose a transaction",
+          "items": ["disputeOpt1", "disputeOpt2", "disputeOpt3", "disputeOpt4"]
+        },
+        { "id": "disputeOpt1", "component": "SelectItem", "value": "wholefoods", "label": "Jan 28 · Whole Foods · -$84.32" },
+        { "id": "disputeOpt2", "component": "SelectItem", "value": "shell", "label": "Jan 27 · Shell · -$47.10" },
+        { "id": "disputeOpt3", "component": "SelectItem", "value": "amazon", "label": "Jan 26 · Amazon · -$126.40" },
+        { "id": "disputeOpt4", "component": "SelectItem", "value": "uber", "label": "Jan 24 · Uber · -$18.20" },
+        {
+          "id": "disputeReasonField",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "disputeReasonSelect"
+        },
+        {
+          "id": "disputeReasonSelect",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Why are you disputing?",
+          "items": ["reasonUnauth", "reasonDup", "reasonWrongAmt", "reasonNotReceived"]
+        },
+        { "id": "reasonUnauth", "component": "SelectItem", "value": "unauthorized", "label": "I didn't authorize this" },
+        { "id": "reasonDup", "component": "SelectItem", "value": "duplicate", "label": "Charged more than once" },
+        { "id": "reasonWrongAmt", "component": "SelectItem", "value": "wrong_amount", "label": "Wrong amount" },
+        { "id": "reasonNotReceived", "component": "SelectItem", "value": "not_received", "label": "Goods/services not received" },
+        {
+          "id": "disputeDetailsField",
+          "component": "FormControl",
+          "label": "Additional details",
+          "input": "disputeDetailsArea"
+        },
+        {
+          "id": "disputeDetailsArea",
+          "component": "TextArea",
+          "name": "disputeDetails",
+          "placeholder": "Tell us what happened…",
+          "rows": 3
+        },
+        {
+          "id": "disputeButtons",
+          "component": "Buttons",
+          "buttons": ["disputeSubmit"]
+        },
+        {
+          "id": "disputeSubmit",
+          "component": "Button",
+          "label": "Submit dispute",
+          "variant": "primary",
+          "type": "destructive"
+        },
+
+        {
+          "id": "tabGoals",
+          "component": "TabItem",
+          "value": "goals",
+          "trigger": "Goals",
+          "content": ["goalHeader", "goalProgress", "goalStats"]
+        },
+        { "id": "goalHeader", "component": "Heading", "text": "Vacation Fund — Hawaii 2025", "level": "h3" },
+        { "id": "goalProgress", "component": "Progress", "value": 64, "label": "$3,200 saved of $5,000 goal" },
+        {
+          "id": "goalStats",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "children": ["goalStat1", "goalStat2", "goalStat3"]
+        },
+        { "id": "goalStat1", "component": "TextContent", "text": "**$1,800**\nremaining", "size": "default" },
+        { "id": "goalStat2", "component": "TextContent", "text": "**$300/mo**\nauto-transfer", "size": "default" },
+        { "id": "goalStat3", "component": "TextContent", "text": "**Jun 2025**\nprojected finish", "size": "default" },
+
+        {
+          "id": "tabMoveMoney",
+          "component": "TabItem",
+          "value": "move",
+          "trigger": "Move Money",
+          "content": ["moveHeader", "moveForm"]
+        },
+        { "id": "moveHeader", "component": "Heading", "text": "Transfer between accounts", "level": "h3" },
+        {
+          "id": "moveForm",
+          "component": "Form",
+          "name": "moveMoneyForm",
+          "buttons": "moveButtons",
+          "fields": ["moveFromField", "moveToField", "moveAmountField"]
+        },
+        {
+          "id": "moveFromField",
+          "component": "FormControl",
+          "label": "From account",
+          "input": "moveFromSelect"
+        },
+        {
+          "id": "moveFromSelect",
+          "component": "Select",
+          "name": "moveFrom",
+          "placeholder": "Select source",
+          "items": ["moveFromChecking", "moveFromSavings", "moveFromCredit"]
+        },
+        { "id": "moveFromChecking", "component": "SelectItem", "value": "checking", "label": "Checking · $4,382.19" },
+        { "id": "moveFromSavings", "component": "SelectItem", "value": "savings", "label": "Savings · $18,940.00" },
+        { "id": "moveFromCredit", "component": "SelectItem", "value": "credit", "label": "Credit Card" },
+        {
+          "id": "moveToField",
+          "component": "FormControl",
+          "label": "To account",
+          "input": "moveToSelect"
+        },
+        {
+          "id": "moveToSelect",
+          "component": "Select",
+          "name": "moveTo",
+          "placeholder": "Select destination",
+          "items": ["moveToChecking", "moveToSavings", "moveToVacation"]
+        },
+        { "id": "moveToChecking", "component": "SelectItem", "value": "checking", "label": "Checking" },
+        { "id": "moveToSavings", "component": "SelectItem", "value": "savings", "label": "Savings" },
+        { "id": "moveToVacation", "component": "SelectItem", "value": "vacation", "label": "Vacation Fund" },
+        {
+          "id": "moveAmountField",
+          "component": "FormControl",
+          "label": "Amount",
+          "hint": "Enter the amount to transfer",
+          "input": "moveAmountInput"
+        },
+        {
+          "id": "moveAmountInput",
+          "component": "Input",
+          "name": "moveAmount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "moveButtons",
+          "component": "Buttons",
+          "buttons": ["moveSubmit"]
+        },
+        {
+          "id": "moveSubmit",
+          "component": "Button",
+          "label": "Transfer money",
+          "variant": "primary"
+        },
+
+        {
+          "id": "tabSecurity",
+          "component": "TabItem",
+          "value": "security",
+          "trigger": "Security",
+          "content": ["freezeHeader", "freezeCallout", "freezeSwitchGroup"]
+        },
+        { "id": "freezeHeader", "component": "Heading", "text": "Freeze credit line", "level": "h3" },
+        {
+          "id": "freezeCallout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Freezing blocks new charges",
+          "description": "Existing subscriptions and pending charges may still process. You can unfreeze anytime."
+        },
+        {
+          "id": "freezeSwitchGroup",
+          "component": "SwitchGroup",
+          "name": "freezeControls",
+          "variant": "card",
+          "items": ["freezeCardSwitch", "freezeOnlineSwitch", "freezeIntlSwitch"]
+        },
+        {
+          "id": "freezeCardSwitch",
+          "component": "SwitchItem",
+          "name": "freezeCard",
+          "label": "Freeze credit card",
+          "description": "Instantly block all new purchases on your credit line"
+        },
+        {
+          "id": "freezeOnlineSwitch",
+          "component": "SwitchItem",
+          "name": "freezeOnline",
+          "label": "Block online transactions",
+          "description": "Prevent card-not-present charges only"
+        },
+        {
+          "id": "freezeIntlSwitch",
+          "component": "SwitchItem",
+          "name": "freezeIntl",
+          "label": "Block international transactions",
+          "description": "Deny charges outside your home country"
+        },
+
+        {
+          "id": "tabStatements",
+          "component": "TabItem",
+          "value": "statements",
+          "trigger": "Statements",
+          "content": ["stmtHeader", "stmtForm"]
+        },
+        { "id": "stmtHeader", "component": "Heading", "text": "View statement period", "level": "h3" },
+        {
+          "id": "stmtForm",
+          "component": "Form",
+          "name": "statementForm",
+          "buttons": "stmtButtons",
+          "fields": ["stmtAccountField", "stmtPeriodField", "stmtRangeField"]
+        },
+        {
+          "id": "stmtAccountField",
+          "component": "FormControl",
+          "label": "Account",
+          "input": "stmtAccountSelect"
+        },
+        {
+          "id": "stmtAccountSelect",
+          "component": "Select",
+          "name": "stmtAccount",
+          "placeholder": "Choose account",
+          "items": ["stmtAcctChecking", "stmtAcctSavings", "stmtAcctCredit"]
+        },
+        { "id": "stmtAcctChecking", "component": "SelectItem", "value": "checking", "label": "Checking" },
+        { "id": "stmtAcctSavings", "component": "SelectItem", "value": "savings", "label": "Savings" },
+        { "id": "stmtAcctCredit", "component": "SelectItem", "value": "credit", "label": "Credit Card" },
+        {
+          "id": "stmtPeriodField",
+          "component": "FormControl",
+          "label": "Statement period",
+          "input": "stmtPeriodSelect"
+        },
+        {
+          "id": "stmtPeriodSelect",
+          "component": "Select",
+          "name": "stmtPeriod",
+          "placeholder": "Select a period",
+          "items": ["stmtJan", "stmtDec", "stmtNov", "stmtCustom"]
+        },
+        { "id": "stmtJan", "component": "SelectItem", "value": "2025-01", "label": "January 2025" },
+        { "id": "stmtDec", "component": "SelectItem", "value": "2024-12", "label": "December 2024" },
+        { "id": "stmtNov", "component": "SelectItem", "value": "2024-11", "label": "November 2024" },
+        { "id": "stmtCustom", "component": "SelectItem", "value": "custom", "label": "Custom date range…" },
+        {
+          "id": "stmtRangeField",
+          "component": "FormControl",
+          "label": "Custom range (optional)",
+          "hint": "Use if you selected a custom period above",
+          "input": "stmtRangePicker"
+        },
+        {
+          "id": "stmtRangePicker",
+          "component": "DatePicker",
+          "name": "stmtRange",
+          "mode": "range"
+        },
+        {
+          "id": "stmtButtons",
+          "component": "Buttons",
+          "buttons": ["stmtView"]
+        },
+        {
+          "id": "stmtView",
+          "component": "Button",
+          "label": "View statement",
+          "variant": "primary"
+        },
+
+        {
+          "id": "tabAlerts",
+          "component": "TabItem",
+          "value": "alerts",
+          "trigger": "Alerts",
+          "content": ["alertsHeader", "alertsForm"]
+        },
+        { "id": "alertsHeader", "component": "Heading", "text": "Manage alert triggers", "level": "h3" },
+        {
+          "id": "alertsForm",
+          "component": "Form",
+          "name": "alertsForm",
+          "buttons": "alertsButtons",
+          "fields": ["alertsTriggersField", "alertsThresholdField", "alertsChannelField"]
+        },
+        {
+          "id": "alertsTriggersField",
+          "component": "FormControl",
+          "label": "Notify me when…",
+          "input": "alertsTriggersGroup"
+        },
+        {
+          "id": "alertsTriggersGroup",
+          "component": "CheckBoxGroup",
+          "name": "alertTriggers",
+          "items": ["alertLowBal", "alertLargeTx", "alertBillDue", "alertNewLogin", "alertIntl"]
+        },
+        {
+          "id": "alertLowBal",
+          "component": "CheckBoxItem",
+          "name": "lowBalance",
+          "label": "Low balance",
+          "description": "When checking drops below your threshold",
+          "defaultChecked": true
+        },
+        {
+          "id": "alertLargeTx",
+          "component": "CheckBoxItem",
+          "name": "largeTransaction",
+          "label": "Large transaction",
+          "description": "When a charge exceeds your threshold",
+          "defaultChecked": true
+        },
+        {
+          "id": "alertBillDue",
+          "component": "CheckBoxItem",
+          "name": "billDue",
+          "label": "Bill due soon",
+          "description": "Two days before a scheduled bill"
+        },
+        {
+          "id": "alertNewLogin",
+          "component": "CheckBoxItem",
+          "name": "newLogin",
+          "label": "New device login",
+          "description": "When your account is accessed from a new device"
+        },
+        {
+          "id": "alertIntl",
+          "component": "CheckBoxItem",
+          "name": "intlCharge",
+          "label": "International charge",
+          "description": "Any charge made outside your home country"
+        },
+        {
+          "id": "alertsThresholdField",
+          "component": "FormControl",
+          "label": "Amount threshold",
+          "hint": "Trigger amount for balance and large-transaction alerts",
+          "input": "alertsThresholdSlider"
+        },
+        {
+          "id": "alertsThresholdSlider",
+          "component": "Slider",
+          "name": "alertThreshold",
+          "variant": "discrete",
+          "min": 50,
+          "max": 1000,
+          "step": 50,
+          "defaultValue": [200],
+          "label": "Threshold ($)"
+        },
+        {
+          "id": "alertsChannelField",
+          "component": "FormControl",
+          "label": "Delivery method",
+          "input": "alertsChannelRadio"
+        },
+        {
+          "id": "alertsChannelRadio",
+          "component": "RadioGroup",
+          "name": "alertChannel",
+          "defaultValue": "push",
+          "items": ["channelPush", "channelSms", "channelEmail"]
+        },
+        { "id": "channelPush", "component": "RadioItem", "value": "push", "label": "Push notification", "description": "In-app and device push" },
+        { "id": "channelSms", "component": "RadioItem", "value": "sms", "label": "Text message", "description": "SMS to your phone" },
+        { "id": "channelEmail", "component": "RadioItem", "value": "email", "label": "Email", "description": "To your registered email" },
+        {
+          "id": "alertsButtons",
+          "component": "Buttons",
+          "buttons": ["alertsSave"]
+        },
+        {
+          "id": "alertsSave",
+          "component": "Button",
+          "label": "Save alert settings",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Balances** — Checking, Savings, and Credit cards at the top.
+2. **Recent transactions** — a table with date, merchant, and amount (Transactions tab).
+3. **Spending split** — donut chart by category (Overview tab).
+4. **Bills due soon** — numbered list with due dates and amounts (Overview tab).
+5. **Vacation savings goal** — progress bar plus remaining/auto-transfer/finish stats (Goals tab).
+6. **Credit score** — large 742 readout with a progress gauge near the top.
+7. **Move money** — a form with From/To accounts and an amount field (Move Money tab).
+8. **Freeze credit line** — switch controls with a warning callout (Security tab).
+9. **Statement period** — account + period selectors with a custom date range (Statements tab).
+10. **Manage alerts** — checkboxes for triggers, a threshold slider, and delivery channel (Alerts tab).
+11. **Dispute a transaction** — a form to select the charge, reason, and details (Transactions tab).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..d950e2a00
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-bank__r4.txt
@@ -0,0 +1,502 @@
+Here's a comprehensive personal banking home screen covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E6F5C", "agentDisplayName": "My Bank" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "balances", "credit-score", "tabs"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Good morning, Alex",
+          "subtitle": "Here's your financial overview"
+        },
+
+        {
+          "id": "balances",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bal-checking", "bal-savings", "bal-credit"]
+        },
+        {
+          "id": "bal-checking",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bc-label", "bc-amount", "bc-tag"]
+        },
+        { "id": "bc-label", "component": "TextContent", "text": "Checking", "size": "small" },
+        { "id": "bc-amount", "component": "Heading", "text": "$4,235.18", "level": "h3" },
+        { "id": "bc-tag", "component": "Tag", "text": "•• 4821", "variant": "neutral", "size": "sm" },
+
+        {
+          "id": "bal-savings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["bs-label", "bs-amount", "bs-tag"]
+        },
+        { "id": "bs-label", "component": "TextContent", "text": "Savings", "size": "small" },
+        { "id": "bs-amount", "component": "Heading", "text": "$18,920.55", "level": "h3" },
+        { "id": "bs-tag", "component": "Tag", "text": "•• 9032", "variant": "success", "size": "sm" },
+
+        {
+          "id": "bal-credit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["cr-label", "cr-amount", "cr-tag"]
+        },
+        { "id": "cr-label", "component": "TextContent", "text": "Credit Card", "size": "small" },
+        { "id": "cr-amount", "component": "Heading", "text": "-$1,204.77", "level": "h3" },
+        { "id": "cr-tag", "component": "Tag", "text": "$3,795 available", "variant": "warning", "size": "sm" },
+
+        {
+          "id": "credit-score",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["cs-header", "cs-progress", "cs-note"]
+        },
+        { "id": "cs-header", "component": "CardHeader", "title": "Credit Score", "subtitle": "742 — Very Good" },
+        { "id": "cs-progress", "component": "Progress", "value": 82, "label": "Updated today" },
+        { "id": "cs-note", "component": "TextContent", "text": "Up 8 points since last month.", "size": "small" },
+
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tab-activity", "tab-spending", "tab-bills", "tab-goals", "tab-actions"]
+        },
+
+        {
+          "id": "tab-activity",
+          "component": "TabItem",
+          "value": "activity",
+          "trigger": "Activity",
+          "content": ["tx-table", "dispute-section"]
+        },
+        {
+          "id": "tx-table",
+          "component": "Table",
+          "columns": ["tx-col-merchant", "tx-col-date", "tx-col-amount"]
+        },
+        {
+          "id": "tx-col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "type": "string",
+          "data": ["Whole Foods Market", "Shell Gas Station", "Netflix", "Amazon", "Starbucks", "Salary Deposit"]
+        },
+        {
+          "id": "tx-col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Jun 12", "Jun 11", "Jun 10", "Jun 9", "Jun 9", "Jun 8"]
+        },
+        {
+          "id": "tx-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["-$86.43", "-$52.10", "-$15.99", "-$124.30", "-$6.75", "+$3,200.00"]
+        },
+
+        {
+          "id": "dispute-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dispute-dialog"]
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Dispute a transaction",
+          "triggerVariant": "outline",
+          "title": "Dispute a Transaction",
+          "description": "Tell us what went wrong and we'll investigate.",
+          "content": ["dispute-form"]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "disputeForm",
+          "fields": ["dispute-fc-tx", "dispute-fc-reason", "dispute-fc-details"],
+          "buttons": "dispute-buttons"
+        },
+        {
+          "id": "dispute-fc-tx",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "dispute-select"
+        },
+        {
+          "id": "dispute-select",
+          "component": "Select",
+          "name": "disputeTx",
+          "placeholder": "Choose a transaction",
+          "items": ["dsel-1", "dsel-2", "dsel-3", "dsel-4"]
+        },
+        { "id": "dsel-1", "component": "SelectItem", "value": "wf", "label": "Whole Foods Market — $86.43" },
+        { "id": "dsel-2", "component": "SelectItem", "value": "shell", "label": "Shell Gas Station — $52.10" },
+        { "id": "dsel-3", "component": "SelectItem", "value": "amzn", "label": "Amazon — $124.30" },
+        { "id": "dsel-4", "component": "SelectItem", "value": "nflx", "label": "Netflix — $15.99" },
+        {
+          "id": "dispute-fc-reason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "dispute-reason"
+        },
+        {
+          "id": "dispute-reason",
+          "component": "Select",
+          "name": "disputeReason",
+          "placeholder": "Select a reason",
+          "items": ["dr-1", "dr-2", "dr-3"]
+        },
+        { "id": "dr-1", "component": "SelectItem", "value": "unauthorized", "label": "I didn't authorize this" },
+        { "id": "dr-2", "component": "SelectItem", "value": "duplicate", "label": "Charged more than once" },
+        { "id": "dr-3", "component": "SelectItem", "value": "notreceived", "label": "Goods/services not received" },
+        {
+          "id": "dispute-fc-details",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "dispute-details",
+          "hint": "Add any information that helps us investigate."
+        },
+        {
+          "id": "dispute-details",
+          "component": "TextArea",
+          "name": "disputeDetails",
+          "placeholder": "Describe what happened…",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "buttons": ["dispute-submit"]
+        },
+        {
+          "id": "dispute-submit",
+          "component": "Button",
+          "label": "Submit Dispute",
+          "variant": "primary",
+          "action": ["submitDispute"]
+        },
+
+        {
+          "id": "tab-spending",
+          "component": "TabItem",
+          "value": "spending",
+          "trigger": "Spending",
+          "content": ["spend-header", "spend-pie"]
+        },
+        {
+          "id": "spend-header",
+          "component": "CardHeader",
+          "title": "Spending by Category",
+          "subtitle": "This month — $1,842 total"
+        },
+        {
+          "id": "spend-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Groceries", "Dining", "Transport", "Shopping", "Subscriptions", "Utilities"],
+          "values": [520, 340, 210, 425, 92, 255]
+        },
+
+        {
+          "id": "tab-bills",
+          "component": "TabItem",
+          "value": "bills",
+          "trigger": "Bills",
+          "content": ["bills-header", "bills-list"]
+        },
+        {
+          "id": "bills-header",
+          "component": "CardHeader",
+          "title": "Bills Due Soon",
+          "subtitle": "Next 14 days"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["bill-1", "bill-2", "bill-3"]
+        },
+        {
+          "id": "bill-1",
+          "component": "ListItem",
+          "title": "Electric — City Power",
+          "subtitle": "Due Jun 18 · $142.30",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill-2",
+          "component": "ListItem",
+          "title": "Rent — Oakwood Apartments",
+          "subtitle": "Due Jun 25 · $1,650.00",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill-3",
+          "component": "ListItem",
+          "title": "Internet — FiberOne",
+          "subtitle": "Due Jun 27 · $69.99",
+          "actionLabel": "Pay"
+        },
+
+        {
+          "id": "tab-goals",
+          "component": "TabItem",
+          "value": "goals",
+          "trigger": "Goals",
+          "content": ["goal-header", "goal-progress", "goal-note"]
+        },
+        {
+          "id": "goal-header",
+          "component": "CardHeader",
+          "title": "Vacation Savings Goal",
+          "subtitle": "Hawaii Trip 🌴"
+        },
+        {
+          "id": "goal-progress",
+          "component": "Progress",
+          "value": 64,
+          "label": "$3,200 of $5,000 saved"
+        },
+        {
+          "id": "goal-note",
+          "component": "TextContent",
+          "text": "You're on track! Save $360/month to reach your goal by December.",
+          "size": "small"
+        },
+
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Manage",
+          "content": ["transfer-section", "sep-1", "freeze-section", "sep-2", "statement-section", "sep-3", "alerts-section"]
+        },
+
+        {
+          "id": "transfer-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["transfer-header", "transfer-form"]
+        },
+        { "id": "transfer-header", "component": "CardHeader", "title": "Move Money", "subtitle": "Transfer between your accounts" },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferForm",
+          "fields": ["tf-from", "tf-to", "tf-amount"],
+          "buttons": "transfer-buttons"
+        },
+        { "id": "tf-from", "component": "FormControl", "label": "From", "input": "tf-from-select" },
+        {
+          "id": "tf-from-select",
+          "component": "Select",
+          "name": "transferFrom",
+          "placeholder": "Source account",
+          "items": ["tf-acc-1", "tf-acc-2", "tf-acc-3"]
+        },
+        { "id": "tf-to", "component": "FormControl", "label": "To", "input": "tf-to-select" },
+        {
+          "id": "tf-to-select",
+          "component": "Select",
+          "name": "transferTo",
+          "placeholder": "Destination account",
+          "items": ["tf-acc-1b", "tf-acc-2b", "tf-acc-3b"]
+        },
+        { "id": "tf-acc-1", "component": "SelectItem", "value": "checking", "label": "Checking •• 4821" },
+        { "id": "tf-acc-2", "component": "SelectItem", "value": "savings", "label": "Savings •• 9032" },
+        { "id": "tf-acc-3", "component": "SelectItem", "value": "credit", "label": "Credit Card •• 1177" },
+        { "id": "tf-acc-1b", "component": "SelectItem", "value": "checking", "label": "Checking •• 4821" },
+        { "id": "tf-acc-2b", "component": "SelectItem", "value": "savings", "label": "Savings •• 9032" },
+        { "id": "tf-acc-3b", "component": "SelectItem", "value": "credit", "label": "Credit Card •• 1177" },
+        { "id": "tf-amount", "component": "FormControl", "label": "Amount", "input": "tf-amount-input", "hint": "Enter the amount to transfer." },
+        {
+          "id": "tf-amount-input",
+          "component": "Input",
+          "name": "transferAmount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        { "id": "transfer-buttons", "component": "Buttons", "buttons": ["transfer-submit"] },
+        {
+          "id": "transfer-submit",
+          "component": "Button",
+          "label": "Transfer Money",
+          "variant": "primary",
+          "action": ["submitTransfer"]
+        },
+
+        { "id": "sep-1", "component": "Separator", "orientation": "horizontal" },
+
+        {
+          "id": "freeze-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["freeze-header", "freeze-desc", "freeze-dialog"]
+        },
+        { "id": "freeze-header", "component": "CardHeader", "title": "Credit Line Security", "subtitle": "Freeze your credit card instantly" },
+        { "id": "freeze-desc", "component": "TextContent", "text": "Freezing blocks all new charges. You can unfreeze anytime.", "size": "small" },
+        {
+          "id": "freeze-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Freeze Credit Line",
+          "triggerVariant": "destructive",
+          "title": "Freeze your credit line?",
+          "description": "This will immediately block all new purchases on Credit Card •• 1177. Existing scheduled payments are unaffected.",
+          "confirmLabel": "Freeze Now",
+          "cancelLabel": "Cancel"
+        },
+
+        { "id": "sep-2", "component": "Separator", "orientation": "horizontal" },
+
+        {
+          "id": "statement-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["stmt-header", "stmt-form"]
+        },
+        { "id": "stmt-header", "component": "CardHeader", "title": "Statements", "subtitle": "Pick a period to view or download" },
+        {
+          "id": "stmt-form",
+          "component": "Form",
+          "name": "statementForm",
+          "fields": ["stmt-fc"],
+          "buttons": "stmt-buttons"
+        },
+        { "id": "stmt-fc", "component": "FormControl", "label": "Statement Period", "input": "stmt-select" },
+        {
+          "id": "stmt-select",
+          "component": "Select",
+          "name": "statementPeriod",
+          "placeholder": "Select a period",
+          "items": ["stmt-1", "stmt-2", "stmt-3", "stmt-4"]
+        },
+        { "id": "stmt-1", "component": "SelectItem", "value": "2024-06", "label": "June 2024" },
+        { "id": "stmt-2", "component": "SelectItem", "value": "2024-05", "label": "May 2024" },
+        { "id": "stmt-3", "component": "SelectItem", "value": "2024-04", "label": "April 2024" },
+        { "id": "stmt-4", "component": "SelectItem", "value": "2024-q1", "label": "Q1 2024" },
+        { "id": "stmt-buttons", "component": "Buttons", "buttons": ["stmt-view"] },
+        {
+          "id": "stmt-view",
+          "component": "Button",
+          "label": "View Statement",
+          "variant": "secondary",
+          "action": ["viewStatement"]
+        },
+
+        { "id": "sep-3", "component": "Separator", "orientation": "horizontal" },
+
+        {
+          "id": "alerts-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alerts-header", "alerts-switches"]
+        },
+        { "id": "alerts-header", "component": "CardHeader", "title": "Alert Preferences", "subtitle": "Choose what triggers a notification" },
+        {
+          "id": "alerts-switches",
+          "component": "SwitchGroup",
+          "name": "alertPrefs",
+          "variant": "card",
+          "items": ["alert-1", "alert-2", "alert-3", "alert-4", "alert-5"]
+        },
+        {
+          "id": "alert-1",
+          "component": "SwitchItem",
+          "name": "largePurchase",
+          "label": "Large purchases",
+          "description": "Notify me for charges over $200",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-2",
+          "component": "SwitchItem",
+          "name": "lowBalance",
+          "label": "Low balance",
+          "description": "When checking drops below $500",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-3",
+          "component": "SwitchItem",
+          "name": "billDue",
+          "label": "Bill due reminders",
+          "description": "3 days before a bill is due",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-4",
+          "component": "SwitchItem",
+          "name": "foreignTx",
+          "label": "Foreign transactions",
+          "description": "Any charge outside your country",
+          "defaultChecked": false
+        },
+        {
+          "id": "alert-5",
+          "component": "SwitchItem",
+          "name": "creditScore",
+          "label": "Credit score changes",
+          "description": "When your score moves up or down",
+          "defaultChecked": true
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen organizes everything into a clear layout:
+
+- **Balances** (item 1) and **credit score** (item 6) sit up top for at-a-glance viewing.
+- The **Activity** tab holds recent **transactions with merchant and amount** (item 2) plus a **dispute** dialog (item 11).
+- **Spending** tab shows the **category split** for this month (item 3).
+- **Bills** tab lists everything **due soon** (item 4).
+- **Goals** tab tracks the **vacation savings progress** (item 5).
+- The **Manage** tab bundles the action tools: **move money with an amount** (item 7), **freeze the credit line** (item 8), **pick a statement period** (item 9), and **manage alert triggers** (item 10).
+
+Let me know if you'd like to adjust the layout, add real-time data hooks, or expand any section.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..38f088e23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r1.txt
@@ -0,0 +1,433 @@
+Here's your cross-platform creator studio dashboard covering all the requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "platform-filter-card",
+            "kpi-row",
+            "growth-earnings-row",
+            "audience-besttime-row",
+            "best-posts-card",
+            "schedule-inbox-row",
+            "collab-card",
+            "compose-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Creator Studio",
+          "subtitle": "Your cross-platform performance at a glance"
+        },
+        {
+          "id": "platform-filter-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["filter-label", "platform-filter"]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Filter all metrics by platform:"
+        },
+        {
+          "id": "platform-filter",
+          "component": "Select",
+          "name": "platformFilter",
+          "placeholder": "All platforms",
+          "size": "small",
+          "value": "all",
+          "items": [
+            "pf-all", "pf-ig", "pf-tt", "pf-yt", "pf-x"
+          ]
+        },
+        { "id": "pf-all", "component": "SelectItem", "value": "all", "label": "All platforms" },
+        { "id": "pf-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "pf-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "pf-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "pf-x", "component": "SelectItem", "value": "x", "label": "X" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-followers", "kpi-growth", "kpi-engagement"]
+        },
+        {
+          "id": "kpi-followers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-followers-label", "kpi-followers-value", "kpi-followers-badge"]
+        },
+        { "id": "kpi-followers-label", "component": "Label", "text": "Total Followers" },
+        { "id": "kpi-followers-value", "component": "Heading", "text": "248,930", "level": "h2" },
+        { "id": "kpi-followers-badge", "component": "Badge", "text": "Across 4 platforms", "variant": "secondary" },
+        {
+          "id": "kpi-growth",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-growth-label", "kpi-growth-value", "kpi-growth-badge"]
+        },
+        { "id": "kpi-growth-label", "component": "Label", "text": "Growth (Past Month)" },
+        { "id": "kpi-growth-value", "component": "Heading", "text": "+12,480", "level": "h2" },
+        { "id": "kpi-growth-badge", "component": "Badge", "text": "▲ 5.3% MoM", "variant": "default" },
+        {
+          "id": "kpi-engagement",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-engagement-label", "kpi-engagement-value", "kpi-engagement-badge"]
+        },
+        { "id": "kpi-engagement-label", "component": "Label", "text": "Engagement Rate" },
+        { "id": "kpi-engagement-value", "component": "Heading", "text": "6.8%", "level": "h2" },
+        { "id": "kpi-engagement-badge", "component": "Badge", "text": "▲ 0.9 pts", "variant": "default" },
+
+        {
+          "id": "growth-earnings-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["growth-chart-card", "earnings-card"]
+        },
+        {
+          "id": "growth-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["growth-chart-header", "growth-chart"]
+        },
+        { "id": "growth-chart-header", "component": "CardHeader", "title": "Follower Growth", "subtitle": "Past 4 weeks" },
+        {
+          "id": "growth-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Followers",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"],
+          "series": ["growth-series"]
+        },
+        {
+          "id": "growth-series",
+          "component": "Series",
+          "category": "Followers",
+          "values": [236450, 240120, 244310, 248930]
+        },
+        {
+          "id": "earnings-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["earnings-header", "earnings-value", "earnings-progress", "earnings-note"]
+        },
+        { "id": "earnings-header", "component": "CardHeader", "title": "Earnings This Month" },
+        { "id": "earnings-value", "component": "Heading", "text": "$8,420", "level": "h1" },
+        { "id": "earnings-progress", "component": "Progress", "value": 70, "label": "70% of $12k goal" },
+        { "id": "earnings-note", "component": "TextContent", "text": "Sponsorships, ad revenue & affiliate combined.", "size": "small" },
+
+        {
+          "id": "audience-besttime-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["audience-card", "besttime-card"]
+        },
+        {
+          "id": "audience-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["audience-header", "audience-chart"]
+        },
+        { "id": "audience-header", "component": "CardHeader", "title": "Audience by Platform" },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Instagram", "TikTok", "YouTube", "X"],
+          "values": [112000, 78000, 41000, 17930]
+        },
+        {
+          "id": "besttime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["besttime-header", "besttime-chart", "besttime-callout"]
+        },
+        { "id": "besttime-header", "component": "CardHeader", "title": "Best Hour to Post", "subtitle": "Avg. engagement by hour" },
+        {
+          "id": "besttime-chart",
+          "component": "BarChart",
+          "xLabel": "Hour",
+          "yLabel": "Engagement Index",
+          "labels": ["9am", "12pm", "3pm", "6pm", "7pm", "9pm"],
+          "series": ["besttime-series"]
+        },
+        {
+          "id": "besttime-series",
+          "component": "Series",
+          "category": "Engagement",
+          "values": [42, 58, 61, 88, 95, 74]
+        },
+        {
+          "id": "besttime-callout",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Optimal: 7:00 PM",
+          "description": "Historically your highest-engagement posting hour."
+        },
+
+        {
+          "id": "best-posts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["best-posts-header", "best-posts-table"]
+        },
+        { "id": "best-posts-header", "component": "CardHeader", "title": "Best Posts This Month", "subtitle": "Ranked by reach" },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["bp-col-post", "bp-col-platform", "bp-col-reach", "bp-col-eng"]
+        },
+        {
+          "id": "bp-col-post",
+          "component": "Col",
+          "label": "Post",
+          "type": "string",
+          "data": [
+            "Morning routine reel",
+            "Studio tour vlog",
+            "Q&A carousel",
+            "Behind the scenes",
+            "Gear review short"
+          ]
+        },
+        {
+          "id": "bp-col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "type": "string",
+          "data": ["Instagram", "YouTube", "Instagram", "TikTok", "TikTok"]
+        },
+        {
+          "id": "bp-col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "type": "number",
+          "data": [412000, 305000, 288000, 251000, 198000]
+        },
+        {
+          "id": "bp-col-eng",
+          "component": "Col",
+          "label": "Engagement",
+          "type": "string",
+          "data": ["9.2%", "7.8%", "8.4%", "10.1%", "6.9%"]
+        },
+
+        {
+          "id": "schedule-inbox-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["scheduled-card", "comments-card"]
+        },
+        {
+          "id": "scheduled-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduled-header", "scheduled-list"]
+        },
+        { "id": "scheduled-header", "component": "CardHeader", "title": "Scheduled This Week", "subtitle": "5 posts queued" },
+        {
+          "id": "scheduled-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sch-1", "sch-2", "sch-3", "sch-4", "sch-5"]
+        },
+        { "id": "sch-1", "component": "ListItem", "title": "Mon 7:00 PM · Instagram Reel", "subtitle": "New product teaser" },
+        { "id": "sch-2", "component": "ListItem", "title": "Tue 12:00 PM · TikTok", "subtitle": "Trend challenge" },
+        { "id": "sch-3", "component": "ListItem", "title": "Wed 6:00 PM · YouTube", "subtitle": "Weekly vlog drop" },
+        { "id": "sch-4", "component": "ListItem", "title": "Fri 3:00 PM · X", "subtitle": "Thread: creator tips" },
+        { "id": "sch-5", "component": "ListItem", "title": "Sun 7:00 PM · Instagram", "subtitle": "Community Q&A" },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["comments-header", "comments-badge", "comments-list"]
+        },
+        { "id": "comments-header", "component": "CardHeader", "title": "Comments Awaiting Reply" },
+        { "id": "comments-badge", "component": "Badge", "text": "23 pending", "variant": "destructive" },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["cm-1", "cm-2", "cm-3"]
+        },
+        { "id": "cm-1", "component": "ListItem", "title": "@maya_creates", "subtitle": "Where did you get that lighting setup?", "actionLabel": "Reply" },
+        { "id": "cm-2", "component": "ListItem", "title": "@techwithsam", "subtitle": "Can you do a full tutorial on this?", "actionLabel": "Reply" },
+        { "id": "cm-3", "component": "ListItem", "title": "@dailyviews", "subtitle": "This edit is insane 🔥 how long did it take?", "actionLabel": "Reply" },
+
+        {
+          "id": "collab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["collab-header", "collab-list"]
+        },
+        { "id": "collab-header", "component": "CardHeader", "title": "Pending Collaboration Requests", "subtitle": "4 awaiting your response" },
+        {
+          "id": "collab-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["col-1", "col-2", "col-3", "col-4"]
+        },
+        { "id": "col-1", "component": "ListItem", "title": "Aura Skincare", "subtitle": "Paid partnership · $2,500 · IG Reel", "actionLabel": "Review" },
+        { "id": "col-2", "component": "ListItem", "title": "NovaTech Audio", "subtitle": "Product gifting + $1,200 · YouTube", "actionLabel": "Review" },
+        { "id": "col-3", "component": "ListItem", "title": "GreenFuel Drinks", "subtitle": "Affiliate campaign · 15% commission", "actionLabel": "Review" },
+        { "id": "col-4", "component": "ListItem", "title": "@collabcreator", "subtitle": "Cross-promo duet on TikTok", "actionLabel": "Review" },
+
+        {
+          "id": "compose-form",
+          "component": "Form",
+          "name": "schedulePost",
+          "buttons": "compose-buttons",
+          "fields": ["compose-caption", "compose-platform", "compose-datetime"]
+        },
+        {
+          "id": "compose-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "hint": "Write the caption for your post.",
+          "input": "compose-caption-input"
+        },
+        {
+          "id": "compose-caption-input",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "What do you want to share?",
+          "rows": 4
+        },
+        {
+          "id": "compose-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "compose-platform-select"
+        },
+        {
+          "id": "compose-platform-select",
+          "component": "Select",
+          "name": "postPlatform",
+          "placeholder": "Choose a platform",
+          "items": ["cp-ig", "cp-tt", "cp-yt", "cp-x"]
+        },
+        { "id": "cp-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "cp-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "cp-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "cp-x", "component": "SelectItem", "value": "x", "label": "X" },
+        {
+          "id": "compose-datetime",
+          "component": "FormControl",
+          "label": "Publish Date & Time",
+          "hint": "Tip: 7:00 PM performs best historically.",
+          "input": "compose-date"
+        },
+        {
+          "id": "compose-date",
+          "component": "DatePicker",
+          "name": "publishDate",
+          "mode": "single"
+        },
+        {
+          "id": "compose-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["compose-submit", "compose-draft"]
+        },
+        {
+          "id": "compose-submit",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "compose-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Follower total & growth** — KPI cards (248,930 total, +12,480) plus the 4-week growth line chart.
+2. **Engagement rate** — KPI card showing 6.8%.
+3. **Best posts with reach** — ranked table sorted by reach.
+4. **Audience split by platform** — donut chart.
+5. **Posts scheduled this week** — numbered list of 5 queued posts.
+6. **Best hour to post** — engagement-by-hour bar chart with a 7:00 PM callout.
+7. **Comments awaiting reply** — list with a "23 pending" badge and reply actions.
+8. **Earnings this month** — $8,420 card with goal progress.
+9. **Pending collaborations** — reviewable request list.
+10. **Schedule a post** — form with caption, platform, and date/time.
+11. **Narrow to one platform** — global platform filter at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..2dab906c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r2.txt
@@ -0,0 +1,144 @@
+Here's a comprehensive creator studio dashboard covering all 11 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#7C3AED", "agentDisplayName": "Creator Studio" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "platform-filter", "kpi-row", "charts-row", "best-posts", "schedule-row", "engage-row", "collab-section", "scheduler"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Creator Studio", "subtitle": "Your cross-platform performance at a glance" },
+
+        { "id": "platform-filter", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["filter-label", "filter-select"] },
+        { "id": "filter-label", "component": "Label", "text": "Filter all metrics by platform:" },
+        { "id": "filter-select", "component": "Select", "name": "platformFilter", "placeholder": "All Platforms", "value": "all", "items": ["opt-all", "opt-ig", "opt-tt", "opt-yt", "opt-x"] },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All Platforms" },
+        { "id": "opt-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "opt-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "opt-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "opt-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+
+        { "id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpi-followers", "kpi-engagement", "kpi-earnings"] },
+
+        { "id": "kpi-followers", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpi-fol-head", "kpi-fol-num", "kpi-fol-growth"] },
+        { "id": "kpi-fol-head", "component": "Label", "text": "Total Followers" },
+        { "id": "kpi-fol-num", "component": "Heading", "text": "248,930", "level": "h2" },
+        { "id": "kpi-fol-growth", "component": "Badge", "text": "▲ +12,480 (+5.3%) this month", "variant": "default" },
+
+        { "id": "kpi-engagement", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpi-eng-head", "kpi-eng-num", "kpi-eng-tag"] },
+        { "id": "kpi-eng-head", "component": "Label", "text": "Engagement Rate" },
+        { "id": "kpi-eng-num", "component": "Heading", "text": "6.8%", "level": "h2" },
+        { "id": "kpi-eng-tag", "component": "Badge", "text": "▲ +0.9% vs last month", "variant": "secondary" },
+
+        { "id": "kpi-earnings", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpi-earn-head", "kpi-earn-num", "kpi-earn-tag"] },
+        { "id": "kpi-earn-head", "component": "Label", "text": "Earnings This Month" },
+        { "id": "kpi-earn-num", "component": "Heading", "text": "$8,420", "level": "h2" },
+        { "id": "kpi-earn-tag", "component": "Badge", "text": "▲ +18% vs last month", "variant": "default" },
+
+        { "id": "charts-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["growth-card", "audience-card"] },
+
+        { "id": "growth-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["growth-title", "growth-chart"] },
+        { "id": "growth-title", "component": "Heading", "text": "Follower Growth — Past Month", "level": "h4" },
+        { "id": "growth-chart", "component": "AreaChart", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"], "series": ["growth-series"], "variant": "natural", "xLabel": "Week", "yLabel": "Followers" },
+        { "id": "growth-series", "component": "Series", "category": "Followers", "values": [236450, 240100, 244600, 248930] },
+
+        { "id": "audience-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["audience-title", "audience-chart"] },
+        { "id": "audience-title", "component": "Heading", "text": "Audience by Platform", "level": "h4" },
+        { "id": "audience-chart", "component": "PieChart", "labels": ["Instagram", "TikTok", "YouTube", "X"], "values": [102000, 78500, 45430, 23000], "variant": "donut", "appearance": "circular" },
+
+        { "id": "best-posts", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["best-title", "best-table"] },
+        { "id": "best-title", "component": "Heading", "text": "Best Posts This Month", "level": "h4" },
+        { "id": "best-table", "component": "Table", "columns": ["col-post", "col-platform", "col-reach"] },
+        { "id": "col-post", "component": "Col", "label": "Post", "type": "string", "data": ["Morning routine reel", "Studio tour", "Gear review", "Q&A live clip", "Behind the scenes"] },
+        { "id": "col-platform", "component": "Col", "label": "Platform", "type": "string", "data": ["TikTok", "Instagram", "YouTube", "Instagram", "TikTok"] },
+        { "id": "col-reach", "component": "Col", "label": "Reach", "type": "number", "data": [412000, 298500, 187300, 154200, 132900] },
+
+        { "id": "schedule-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["scheduled-card", "besthour-card"] },
+
+        { "id": "scheduled-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["scheduled-title", "scheduled-list"] },
+        { "id": "scheduled-title", "component": "Heading", "text": "Scheduled This Week", "level": "h4" },
+        { "id": "scheduled-list", "component": "ListBlock", "variant": "number", "items": ["sch-1", "sch-2", "sch-3", "sch-4"] },
+        { "id": "sch-1", "component": "ListItem", "title": "Product teaser", "subtitle": "Mon 9:00 AM · Instagram" },
+        { "id": "sch-2", "component": "ListItem", "title": "Weekly vlog", "subtitle": "Wed 6:00 PM · YouTube" },
+        { "id": "sch-3", "component": "ListItem", "title": "Trend challenge", "subtitle": "Thu 8:00 PM · TikTok" },
+        { "id": "sch-4", "component": "ListItem", "title": "Poll + thread", "subtitle": "Fri 12:00 PM · X" },
+
+        { "id": "besthour-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["besthour-title", "besthour-callout", "besthour-chart"] },
+        { "id": "besthour-title", "component": "Heading", "text": "Best Hour to Post", "level": "h4" },
+        { "id": "besthour-callout", "component": "TextCallout", "variant": "success", "title": "Optimal window: 8–9 PM", "description": "Based on 6 months of engagement history, evening posts perform 34% better." },
+        { "id": "besthour-chart", "component": "BarChart", "labels": ["9AM", "12PM", "3PM", "6PM", "8PM", "10PM"], "series": ["hour-series"], "variant": "grouped", "xLabel": "Hour", "yLabel": "Avg engagement" },
+        { "id": "hour-series", "component": "Series", "category": "Engagement", "values": [42, 55, 48, 71, 92, 68] },
+
+        { "id": "engage-row", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["engage-title", "comments-list"] },
+        { "id": "engage-title", "component": "Heading", "text": "Comments Waiting for a Reply", "level": "h4" },
+        { "id": "comments-list", "component": "ListBlock", "variant": "image", "items": ["cm-1", "cm-2", "cm-3"] },
+        { "id": "cm-1", "component": "ListItem", "title": "@jenna_makes", "subtitle": "\"What camera do you use for the reels?\" · Instagram", "actionLabel": "Reply" },
+        { "id": "cm-2", "component": "ListItem", "title": "@devon.codes", "subtitle": "\"Tutorial on this edit please!\" · TikTok", "actionLabel": "Reply" },
+        { "id": "cm-3", "component": "ListItem", "title": "@maratypes", "subtitle": "\"Loved the studio tour 🔥\" · YouTube", "actionLabel": "Reply" },
+
+        { "id": "collab-section", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["collab-title", "collab-accordion"] },
+        { "id": "collab-title", "component": "Heading", "text": "Pending Collaboration Requests", "level": "h4" },
+        { "id": "collab-accordion", "component": "Accordion", "items": ["collab-1", "collab-2", "collab-3"] },
+        { "id": "collab-1", "component": "AccordionItem", "value": "c1", "trigger": "AuroraSkincare — Sponsored reel ($1,200)", "content": ["collab-1-body", "collab-1-btns"] },
+        { "id": "collab-1-body", "component": "TextContent", "text": "Requesting one 30s reel featuring the new serum line. Deadline in 2 weeks." },
+        { "id": "collab-1-btns", "component": "Buttons", "direction": "row", "buttons": ["c1-accept", "c1-decline"] },
+        { "id": "c1-accept", "component": "Button", "label": "Accept", "variant": "primary", "action": ["accept_collab_aurora"] },
+        { "id": "c1-decline", "component": "Button", "label": "Decline", "variant": "tertiary", "type": "destructive", "action": ["decline_collab_aurora"] },
+        { "id": "collab-2", "component": "AccordionItem", "value": "c2", "trigger": "PeakAudio — YouTube integration ($2,500)", "content": ["collab-2-body", "collab-2-btns"] },
+        { "id": "collab-2-body", "component": "TextContent", "text": "60s mid-roll integration in your next vlog reviewing wireless earbuds." },
+        { "id": "collab-2-btns", "component": "Buttons", "direction": "row", "buttons": ["c2-accept", "c2-decline"] },
+        { "id": "c2-accept", "component": "Button", "label": "Accept", "variant": "primary", "action": ["accept_collab_peak"] },
+        { "id": "c2-decline", "component": "Button", "label": "Decline", "variant": "tertiary", "type": "destructive", "action": ["decline_collab_peak"] },
+        { "id": "collab-3", "component": "AccordionItem", "value": "c3", "trigger": "TrailGear — Gifted product + story ($0)", "content": ["collab-3-body", "collab-3-btns"] },
+        { "id": "collab-3-body", "component": "TextContent", "text": "Gifted hiking backpack in exchange for 3 story frames. No fixed deadline." },
+        { "id": "collab-3-btns", "component": "Buttons", "direction": "row", "buttons": ["c3-accept", "c3-decline"] },
+        { "id": "c3-accept", "component": "Button", "label": "Accept", "variant": "primary", "action": ["accept_collab_trail"] },
+        { "id": "c3-decline", "component": "Button", "label": "Decline", "variant": "tertiary", "type": "destructive", "action": ["decline_collab_trail"] },
+
+        { "id": "scheduler", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["scheduler-title", "schedule-form"] },
+        { "id": "scheduler-title", "component": "Heading", "text": "Schedule a New Post", "level": "h4" },
+        { "id": "schedule-form", "component": "Form", "name": "schedulePost", "buttons": "schedule-buttons", "fields": ["fc-platform", "fc-caption", "fc-date", "fc-time"] },
+        { "id": "fc-platform", "component": "FormControl", "label": "Platform", "input": "sp-platform", "hint": "Where should this post go?" },
+        { "id": "sp-platform", "component": "Select", "name": "postPlatform", "placeholder": "Choose platform", "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"] },
+        { "id": "sp-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "sp-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "sp-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "sp-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+        { "id": "fc-caption", "component": "FormControl", "label": "Caption", "input": "sp-caption", "hint": "Write your post caption" },
+        { "id": "sp-caption", "component": "TextArea", "name": "caption", "placeholder": "What's on your mind?", "rows": 4 },
+        { "id": "fc-date", "component": "FormControl", "label": "Date", "input": "sp-date" },
+        { "id": "sp-date", "component": "DatePicker", "name": "postDate", "mode": "single" },
+        { "id": "fc-time", "component": "FormControl", "label": "Time", "input": "sp-time", "hint": "Tip: 8–9 PM performs best" },
+        { "id": "sp-time", "component": "Input", "name": "postTime", "type": "text", "placeholder": "e.g. 8:30 PM" },
+        { "id": "schedule-buttons", "component": "Buttons", "direction": "row", "buttons": ["btn-schedule", "btn-draft"] },
+        { "id": "btn-schedule", "component": "Button", "label": "Schedule Post", "variant": "primary", "action": ["schedule_post"] },
+        { "id": "btn-draft", "component": "Button", "label": "Save as Draft", "variant": "secondary", "action": ["save_draft"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **Follower total & growth** — KPI card (248,930, +5.3%) plus the area chart trend over the past month
+2. **Engagement rate** — KPI card showing 6.8% with month-over-month change
+3. **Best posts with reach** — sortable table listing each top post, its platform, and reach
+4. **Audience split by platform** — donut chart breaking down followers per platform
+5. **Posts scheduled this week** — numbered list with day, time, and platform
+6. **Best hour to post** — a success callout plus a bar chart of engagement by hour
+7. **Comments waiting for reply** — list with per-comment Reply actions
+8. **Earnings this month** — KPI card ($8,420, +18%)
+9. **Pending collaborations** — accordion with accept/decline actions per request
+10. **Schedule a post** — full form with platform, caption, date, and time
+11. **Narrow to one platform** — the platform filter dropdown at the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..041cf5eb6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r3.txt
@@ -0,0 +1,503 @@
+Here's a comprehensive creator studio dashboard covering all your requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#7C3AED", "agentDisplayName": "Creator Studio" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "platform-filter", "kpi-row", "growth-earn-row", "best-posts", "audience-timing-row", "engagement-row", "schedule-row", "footer-note"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Creator Cross-Platform Studio",
+          "subtitle": "Your unified performance overview for this month"
+        },
+        {
+          "id": "platform-filter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["filter-label", "filter-select"]
+        },
+        {
+          "id": "filter-label",
+          "component": "TextContent",
+          "text": "**Narrow everything to:**",
+          "size": "default"
+        },
+        {
+          "id": "filter-select",
+          "component": "Select",
+          "name": "platformFilter",
+          "placeholder": "All Platforms",
+          "value": "all",
+          "size": "medium",
+          "items": ["opt-all", "opt-ig", "opt-yt", "opt-tt", "opt-x"]
+        },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All Platforms" },
+        { "id": "opt-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "opt-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "opt-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "opt-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-followers", "kpi-growth", "kpi-engagement", "kpi-earnings"]
+        },
+        {
+          "id": "kpi-followers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-followers-label", "kpi-followers-value", "kpi-followers-badge"]
+        },
+        { "id": "kpi-followers-label", "component": "TextContent", "text": "Total Followers", "size": "small" },
+        { "id": "kpi-followers-value", "component": "Heading", "text": "248,930", "level": "h2" },
+        { "id": "kpi-followers-badge", "component": "Badge", "text": "▲ +12,480 this month", "variant": "secondary" },
+
+        {
+          "id": "kpi-growth",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-growth-label", "kpi-growth-value", "kpi-growth-badge"]
+        },
+        { "id": "kpi-growth-label", "component": "TextContent", "text": "Growth (30d)", "size": "small" },
+        { "id": "kpi-growth-value", "component": "Heading", "text": "+5.28%", "level": "h2" },
+        { "id": "kpi-growth-badge", "component": "Badge", "text": "▲ vs +3.1% last month", "variant": "secondary" },
+
+        {
+          "id": "kpi-engagement",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-engagement-label", "kpi-engagement-value", "kpi-engagement-progress"]
+        },
+        { "id": "kpi-engagement-label", "component": "TextContent", "text": "Engagement Rate", "size": "small" },
+        { "id": "kpi-engagement-value", "component": "Heading", "text": "6.4%", "level": "h2" },
+        { "id": "kpi-engagement-progress", "component": "Progress", "value": 64, "label": "Above 5% benchmark" },
+
+        {
+          "id": "kpi-earnings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-earnings-label", "kpi-earnings-value", "kpi-earnings-badge"]
+        },
+        { "id": "kpi-earnings-label", "component": "TextContent", "text": "Earnings This Month", "size": "small" },
+        { "id": "kpi-earnings-value", "component": "Heading", "text": "$8,740", "level": "h2" },
+        { "id": "kpi-earnings-badge", "component": "Badge", "text": "▲ +18% MoM", "variant": "secondary" },
+
+        {
+          "id": "growth-earn-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["growth-chart-card", "earnings-chart-card"]
+        },
+        {
+          "id": "growth-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["growth-chart-title", "growth-chart"]
+        },
+        { "id": "growth-chart-title", "component": "Heading", "text": "Follower Growth — Past Month", "level": "h4" },
+        {
+          "id": "growth-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Followers",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"],
+          "series": ["growth-series"]
+        },
+        { "id": "growth-series", "component": "Series", "category": "Total Followers", "values": [236450, 240100, 244600, 248930] },
+
+        {
+          "id": "earnings-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["earnings-chart-title", "earnings-chart"]
+        },
+        { "id": "earnings-chart-title", "component": "Heading", "text": "Earnings by Week", "level": "h4" },
+        {
+          "id": "earnings-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Week",
+          "yLabel": "USD",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"],
+          "series": ["earnings-series"]
+        },
+        { "id": "earnings-series", "component": "Series", "category": "Earnings", "values": [1820, 2140, 2260, 2520] },
+
+        {
+          "id": "best-posts",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["best-posts-title", "best-posts-table"]
+        },
+        { "id": "best-posts-title", "component": "Heading", "text": "Best Posts This Month", "level": "h4" },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-post", "col-platform", "col-reach", "col-eng"]
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "type": "string",
+          "data": ["Morning Routine Reel", "Studio Setup Tour", "Q&A: Gear I Use", "Behind the Edit"]
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "type": "string",
+          "data": ["Instagram", "YouTube", "TikTok", "Instagram"]
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "type": "number",
+          "data": [412000, 298500, 256300, 198700]
+        },
+        {
+          "id": "col-eng",
+          "component": "Col",
+          "label": "Engagement",
+          "type": "string",
+          "data": ["9.2%", "7.8%", "8.1%", "6.9%"]
+        },
+
+        {
+          "id": "audience-timing-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["audience-card", "timing-card"]
+        },
+        {
+          "id": "audience-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["audience-title", "audience-chart"]
+        },
+        { "id": "audience-title", "component": "Heading", "text": "Audience Split by Platform", "level": "h4" },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Instagram", "YouTube", "TikTok", "X (Twitter)"],
+          "values": [112000, 68000, 51000, 17930]
+        },
+        {
+          "id": "timing-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["timing-title", "timing-callout", "timing-chart"]
+        },
+        { "id": "timing-title", "component": "Heading", "text": "Best Hour to Post", "level": "h4" },
+        {
+          "id": "timing-callout",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Peak: 7:00 PM",
+          "description": "Based on 6 months of engagement history, evenings drive the most interaction."
+        },
+        {
+          "id": "timing-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Avg Engagement",
+          "labels": ["9AM", "12PM", "3PM", "6PM", "7PM", "9PM"],
+          "series": ["timing-series"]
+        },
+        { "id": "timing-series", "component": "Series", "category": "Engagement Index", "values": [42, 58, 61, 88, 100, 76] },
+
+        {
+          "id": "engagement-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["comments-card", "collab-card"]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["comments-title", "comments-list"]
+        },
+        { "id": "comments-title", "component": "Heading", "text": "Comments Waiting for a Reply (7)", "level": "h4" },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["cmt-1", "cmt-2", "cmt-3"]
+        },
+        {
+          "id": "cmt-1",
+          "component": "ListItem",
+          "title": "@mia_creates",
+          "subtitle": "\"What camera do you use for these shots?\" — Instagram",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "cmt-2",
+          "component": "ListItem",
+          "title": "@devon.films",
+          "subtitle": "\"Tutorial on this edit please!\" — YouTube",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "cmt-3",
+          "component": "ListItem",
+          "title": "@sara.k",
+          "subtitle": "\"This sound is everywhere now 😂\" — TikTok",
+          "actionLabel": "Reply"
+        },
+
+        {
+          "id": "collab-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["collab-title", "collab-list"]
+        },
+        { "id": "collab-title", "component": "Heading", "text": "Pending Collaboration Requests (3)", "level": "h4" },
+        {
+          "id": "collab-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["collab-1", "collab-2", "collab-3"]
+        },
+        {
+          "id": "collab-1",
+          "component": "ListItem",
+          "title": "Lumina Skincare — $2,500",
+          "subtitle": "Sponsored reel + 3 stories. Deadline: Feb 20",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-2",
+          "component": "ListItem",
+          "title": "PeakGear Cameras — Product seeding",
+          "subtitle": "Free gear for honest review video",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-3",
+          "component": "ListItem",
+          "title": "FlowFest 2024 — Ambassador",
+          "subtitle": "Event coverage partnership",
+          "actionLabel": "Review"
+        },
+
+        {
+          "id": "schedule-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["scheduled-card", "compose-card"]
+        },
+        {
+          "id": "scheduled-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduled-title", "scheduled-steps"]
+        },
+        { "id": "scheduled-title", "component": "Heading", "text": "Posts Scheduled This Week (4)", "level": "h4" },
+        {
+          "id": "scheduled-steps",
+          "component": "Steps",
+          "items": ["sch-1", "sch-2", "sch-3", "sch-4"]
+        },
+        { "id": "sch-1", "component": "StepsItem", "title": "Mon 7:00 PM — Instagram Reel", "details": "\"5 Editing Shortcuts You Need\"" },
+        { "id": "sch-2", "component": "StepsItem", "title": "Wed 6:30 PM — YouTube Video", "details": "\"My Full Studio Tour 2024\"" },
+        { "id": "sch-3", "component": "StepsItem", "title": "Fri 8:00 PM — TikTok", "details": "\"Trending Transition Challenge\"" },
+        { "id": "sch-4", "component": "StepsItem", "title": "Sun 12:00 PM — X (Twitter)", "details": "Weekly recap thread" },
+
+        {
+          "id": "compose-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["compose-title", "compose-form"]
+        },
+        { "id": "compose-title", "component": "Heading", "text": "Schedule a New Post", "level": "h4" },
+        {
+          "id": "compose-form",
+          "component": "Form",
+          "name": "schedulePost",
+          "fields": ["fc-caption", "fc-platform", "fc-date", "fc-time"],
+          "buttons": "compose-buttons"
+        },
+        {
+          "id": "fc-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "hint": "Write your post caption",
+          "input": "input-caption"
+        },
+        {
+          "id": "input-caption",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "Share what's on your mind...",
+          "rows": 4
+        },
+        {
+          "id": "fc-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "input-platform"
+        },
+        {
+          "id": "input-platform",
+          "component": "Select",
+          "name": "postPlatform",
+          "placeholder": "Choose platform",
+          "items": ["p-ig", "p-yt", "p-tt", "p-x"]
+        },
+        { "id": "p-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "p-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "p-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "p-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "postDate",
+          "mode": "single"
+        },
+        {
+          "id": "fc-time",
+          "component": "FormControl",
+          "label": "Time",
+          "hint": "Tip: 7:00 PM is your peak engagement hour",
+          "input": "input-time"
+        },
+        {
+          "id": "input-time",
+          "component": "Input",
+          "name": "postTime",
+          "type": "text",
+          "placeholder": "e.g. 7:00 PM"
+        },
+        {
+          "id": "compose-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-schedule", "btn-draft"]
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["submitSchedule"]
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["saveDraft"]
+        },
+
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "_All metrics reflect the current month. Use the platform filter at the top to focus on a single channel._",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen studio covers every requirement:
+
+1. **Follower total & growth** — KPI card (248,930 with +12,480) plus the "Follower Growth — Past Month" area chart
+2. **Engagement rate** — dedicated KPI card (6.4%) with a benchmark progress bar
+3. **Best posts this month with reach** — a sortable-style table with post, platform, reach, and engagement columns
+4. **Audience split by platform** — donut chart breaking down followers per platform
+5. **Posts scheduled this week** — Steps list showing all 4 scheduled posts with times
+6. **Best hour to post** — success callout ("Peak: 7:00 PM") backed by an engagement-by-hour line chart
+7. **Comments waiting for a reply** — list with Reply actions (7 pending)
+8. **Earnings this month** — KPI card ($8,740) plus a weekly earnings bar chart
+9. **Pending collaboration requests** — numbered list with Review actions (3 pending)
+10. **Schedule a post** — a full form with caption, platform, date, and time inputs
+11. **Narrow to one platform** — a global platform filter at the top of the screen
+
+Want me to make the platform filter dynamically drive the charts, or add a revenue-by-source breakdown?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..3d19dd25d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-creator__r4.txt
@@ -0,0 +1,449 @@
+Here's a comprehensive creator studio dashboard covering all your requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "platform-filter",
+            "kpi-row",
+            "posts-audience-row",
+            "schedule-timing-row",
+            "engagement-earnings-row",
+            "scheduler-collabs-row"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Cross-Platform Creator Studio",
+          "subtitle": "Your unified performance across every channel"
+        },
+        {
+          "id": "platform-filter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["filter-label", "filter-select"]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Filter view by platform:"
+        },
+        {
+          "id": "filter-select",
+          "component": "Select",
+          "name": "platformFilter",
+          "placeholder": "All Platforms",
+          "value": "all",
+          "size": "medium",
+          "items": ["opt-all", "opt-ig", "opt-tt", "opt-yt", "opt-x"]
+        },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All Platforms" },
+        { "id": "opt-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "opt-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "opt-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "opt-x", "component": "SelectItem", "value": "x", "label": "X / Twitter" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-followers", "kpi-engagement", "kpi-earnings", "kpi-scheduled"]
+        },
+        {
+          "id": "kpi-followers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-fol-label", "kpi-fol-value", "kpi-fol-growth"]
+        },
+        { "id": "kpi-fol-label", "component": "TextContent", "text": "Total Followers", "size": "small" },
+        { "id": "kpi-fol-value", "component": "Heading", "text": "482,930", "level": "h2" },
+        { "id": "kpi-fol-growth", "component": "Badge", "text": "▲ +18,240 this month", "variant": "default" },
+
+        {
+          "id": "kpi-engagement",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-eng-label", "kpi-eng-value", "kpi-eng-badge"]
+        },
+        { "id": "kpi-eng-label", "component": "TextContent", "text": "Engagement Rate", "size": "small" },
+        { "id": "kpi-eng-value", "component": "Heading", "text": "6.8%", "level": "h2" },
+        { "id": "kpi-eng-badge", "component": "Badge", "text": "▲ +0.9% vs last month", "variant": "secondary" },
+
+        {
+          "id": "kpi-earnings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-earn-label", "kpi-earn-value", "kpi-earn-badge"]
+        },
+        { "id": "kpi-earn-label", "component": "TextContent", "text": "Earnings This Month", "size": "small" },
+        { "id": "kpi-earn-value", "component": "Heading", "text": "$12,480", "level": "h2" },
+        { "id": "kpi-earn-badge", "component": "Badge", "text": "Ad + Brand + Tips", "variant": "outline" },
+
+        {
+          "id": "kpi-scheduled",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-sch-label", "kpi-sch-value", "kpi-sch-badge"]
+        },
+        { "id": "kpi-sch-label", "component": "TextContent", "text": "Scheduled This Week", "size": "small" },
+        { "id": "kpi-sch-value", "component": "Heading", "text": "7 posts", "level": "h2" },
+        { "id": "kpi-sch-badge", "component": "Badge", "text": "Across 4 platforms", "variant": "outline" },
+
+        {
+          "id": "posts-audience-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["best-posts-card", "audience-card"]
+        },
+        {
+          "id": "best-posts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["best-posts-title", "best-posts-table"]
+        },
+        { "id": "best-posts-title", "component": "Heading", "text": "Best Posts This Month", "level": "h3" },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-post", "col-platform", "col-reach"]
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "type": "string",
+          "data": [
+            "30-Day Editing Challenge",
+            "Studio Tour Reel",
+            "Behind the Scenes Vlog",
+            "Gear Review: Mic Test",
+            "Q&A Livestream Clip"
+          ]
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "type": "string",
+          "data": ["TikTok", "Instagram", "YouTube", "YouTube", "X"]
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "type": "number",
+          "data": [842000, 611000, 398000, 254000, 176000]
+        },
+        {
+          "id": "audience-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["audience-title", "audience-chart"]
+        },
+        { "id": "audience-title", "component": "Heading", "text": "Audience by Platform", "level": "h3" },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Instagram", "TikTok", "YouTube", "X / Twitter"],
+          "values": [186000, 172000, 89000, 35930]
+        },
+
+        {
+          "id": "schedule-timing-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["scheduled-week-card", "best-hour-card"]
+        },
+        {
+          "id": "scheduled-week-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduled-week-title", "scheduled-list"]
+        },
+        { "id": "scheduled-week-title", "component": "Heading", "text": "Posts Scheduled This Week", "level": "h3" },
+        {
+          "id": "scheduled-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sch-1", "sch-2", "sch-3", "sch-4"]
+        },
+        { "id": "sch-1", "component": "ListItem", "title": "Monday 9:00 AM — Instagram Reel", "subtitle": "Morning routine tips" },
+        { "id": "sch-2", "component": "ListItem", "title": "Tuesday 6:00 PM — TikTok", "subtitle": "Trend remix collab" },
+        { "id": "sch-3", "component": "ListItem", "title": "Thursday 12:00 PM — YouTube Short", "subtitle": "Quick tutorial" },
+        { "id": "sch-4", "component": "ListItem", "title": "Saturday 7:00 PM — X Thread", "subtitle": "Weekly recap" },
+        {
+          "id": "best-hour-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["best-hour-title", "best-hour-callout", "best-hour-chart"]
+        },
+        { "id": "best-hour-title", "component": "Heading", "text": "Best Hour to Post", "level": "h3" },
+        {
+          "id": "best-hour-callout",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Peak: 6:00 PM – 7:00 PM",
+          "description": "Based on 90 days of engagement history, evening posts get 2.3x reach."
+        },
+        {
+          "id": "best-hour-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour of Day",
+          "yLabel": "Avg Engagement",
+          "labels": ["6a", "9a", "12p", "3p", "6p", "9p"],
+          "series": ["best-hour-series"]
+        },
+        {
+          "id": "best-hour-series",
+          "component": "Series",
+          "category": "Engagement",
+          "values": [20, 42, 55, 48, 92, 70]
+        },
+
+        {
+          "id": "engagement-earnings-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["comments-card", "earnings-card"]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["comments-title", "comments-alert", "comments-list"]
+        },
+        { "id": "comments-title", "component": "Heading", "text": "Comments Waiting for Reply", "level": "h3" },
+        {
+          "id": "comments-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "23 unanswered comments",
+          "description": "Replying within 1 hour boosts your engagement rate."
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["cm-1", "cm-2", "cm-3"]
+        },
+        { "id": "cm-1", "component": "ListItem", "title": "@maya_films", "subtitle": "\"What lens did you use here?\"", "actionLabel": "Reply" },
+        { "id": "cm-2", "component": "ListItem", "title": "@techtok", "subtitle": "\"Collab? DM me!\"", "actionLabel": "Reply" },
+        { "id": "cm-3", "component": "ListItem", "title": "@sara.codes", "subtitle": "\"Tutorial part 2 please\"", "actionLabel": "Reply" },
+        {
+          "id": "earnings-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["earnings-title", "earnings-chart"]
+        },
+        { "id": "earnings-title", "component": "Heading", "text": "Earnings Breakdown", "level": "h3" },
+        {
+          "id": "earnings-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Source",
+          "yLabel": "USD",
+          "labels": ["Ad Revenue", "Brand Deals", "Tips", "Affiliate"],
+          "series": ["earnings-series"]
+        },
+        {
+          "id": "earnings-series",
+          "component": "Series",
+          "category": "Earnings ($)",
+          "values": [4200, 6100, 980, 1200]
+        },
+
+        {
+          "id": "scheduler-collabs-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["scheduler-card", "collabs-card"]
+        },
+        {
+          "id": "scheduler-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduler-title", "scheduler-form"]
+        },
+        { "id": "scheduler-title", "component": "Heading", "text": "Schedule a New Post", "level": "h3" },
+        {
+          "id": "scheduler-form",
+          "component": "Form",
+          "name": "schedulePost",
+          "buttons": "scheduler-buttons",
+          "fields": ["fc-platform", "fc-caption", "fc-date"]
+        },
+        {
+          "id": "fc-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "input-platform"
+        },
+        {
+          "id": "input-platform",
+          "component": "Select",
+          "name": "postPlatform",
+          "placeholder": "Choose platform",
+          "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"]
+        },
+        { "id": "sp-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "sp-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "sp-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "sp-x", "component": "SelectItem", "value": "x", "label": "X / Twitter" },
+        {
+          "id": "fc-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "hint": "Write the caption for your post",
+          "input": "input-caption"
+        },
+        {
+          "id": "input-caption",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "Write your caption here...",
+          "rows": 3
+        },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date & Time",
+          "hint": "Pick when to publish",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "publishAt",
+          "mode": "single"
+        },
+        {
+          "id": "scheduler-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-schedule", "btn-draft"]
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "action": ["submitSchedule"]
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary",
+          "action": ["saveDraft"]
+        },
+        {
+          "id": "collabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["collabs-title", "collabs-list"]
+        },
+        { "id": "collabs-title", "component": "Heading", "text": "Pending Collaboration Requests", "level": "h3" },
+        {
+          "id": "collabs-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["col-1", "col-2", "col-3"]
+        },
+        { "id": "col-1", "component": "ListItem", "title": "GlowSkincare Co.", "subtitle": "Sponsored Reel — $3,500", "actionLabel": "Review" },
+        { "id": "col-2", "component": "ListItem", "title": "TechGear Pro", "subtitle": "Product review video — $2,200", "actionLabel": "Review" },
+        { "id": "col-3", "component": "ListItem", "title": "FitFuel", "subtitle": "3-post campaign — $5,000", "actionLabel": "Review" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen studio covers every item:
+
+1. **Follower total & growth** — KPI card showing 482,930 with +18,240 monthly growth badge
+2. **Engagement rate** — KPI card at 6.8% with month-over-month change
+3. **Best posts with reach** — sortable table with post, platform, and reach columns
+4. **Audience split by platform** — donut chart breaking down followers per platform
+5. **Posts scheduled this week** — numbered list with day/time/platform
+6. **Best hour to post** — highlighted callout plus a line chart of engagement by hour
+7. **Comments waiting for reply** — warning alert with count and a reply-action list
+8. **Earnings this month** — KPI card plus a source breakdown bar chart
+9. **Pending collaboration requests** — list with brand, deal, and review action
+10. **Schedule a post** — a form with platform, caption textarea, and date/time picker
+11. **Narrow to one platform** — a global platform filter dropdown at the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..d94095b52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,136 @@
+Here's a comprehensive hospital operations command view covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0F766E", "agentDisplayName": "Ops Command" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-command",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "day-controls", "kpi-row", "mid-tabs", "critical-card", "discharge-card", "or-card", "supplies-card", "action-row"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Hospital Operations Command", "subtitle": "Real-time facility overview" },
+
+        { "id": "day-controls", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "justify": "between", "children": ["day-label", "day-picker", "day-load"] },
+        { "id": "day-label", "component": "TextContent", "text": "**View another day**", "size": "small-heavy" },
+        { "id": "day-picker", "component": "DatePicker", "name": "viewDate", "mode": "single" },
+        { "id": "day-load", "component": "Button", "label": "Load Day", "variant": "secondary", "size": "small", "action": ["load_day"] },
+
+        { "id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["kpi-beds", "kpi-wait"] },
+
+        { "id": "kpi-beds", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["beds-title", "beds-progress", "beds-detail"] },
+        { "id": "beds-title", "component": "Heading", "text": "Bed Occupancy", "level": "h4" },
+        { "id": "beds-progress", "component": "Progress", "value": 84, "label": "84% occupied" },
+        { "id": "beds-detail", "component": "TextContent", "text": "268 of 320 beds in use \u00b7 52 available", "size": "small" },
+
+        { "id": "kpi-wait", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["wait-title", "wait-value", "wait-tag"] },
+        { "id": "wait-title", "component": "Heading", "text": "Current ER Wait", "level": "h4" },
+        { "id": "wait-value", "component": "TextContent", "text": "**47 min** average", "size": "large-heavy" },
+        { "id": "wait-tag", "component": "Tag", "text": "Elevated", "variant": "warning", "size": "md" },
+
+        { "id": "mid-tabs", "component": "Tabs", "items": ["tab-admissions", "tab-departments", "tab-staff"] },
+
+        { "id": "tab-admissions", "component": "TabItem", "value": "admissions", "trigger": "Admissions (14d)", "content": ["adm-chart"] },
+        { "id": "adm-chart", "component": "AreaChart", "labels": ["May 1","May 2","May 3","May 4","May 5","May 6","May 7","May 8","May 9","May 10","May 11","May 12","May 13","May 14"], "series": ["adm-series"], "variant": "natural", "xLabel": "Date", "yLabel": "Admissions" },
+        { "id": "adm-series", "component": "Series", "category": "Admissions", "values": [42, 38, 45, 51, 47, 39, 33, 41, 49, 55, 52, 46, 44, 50] },
+
+        { "id": "tab-departments", "component": "TabItem", "value": "departments", "trigger": "By Department", "content": ["dept-chart"] },
+        { "id": "dept-chart", "component": "HorizontalBarChart", "labels": ["Emergency","Cardiology","Oncology","Pediatrics","Orthopedics","Neurology","ICU","Maternity"], "series": ["dept-series"], "xLabel": "Patients", "yLabel": "Department" },
+        { "id": "dept-series", "component": "Series", "category": "Patients", "values": [58, 34, 29, 41, 22, 18, 26, 31] },
+
+        { "id": "tab-staff", "component": "TabItem", "value": "staff", "trigger": "Staff On Shift", "content": ["staff-table"] },
+        { "id": "staff-table", "component": "Table", "columns": ["staff-col-name", "staff-col-role", "staff-col-unit"] },
+        { "id": "staff-col-name", "component": "Col", "label": "Name", "type": "string", "data": ["Dr. A. Reyes","Dr. M. Osei","Nurse J. Kim","Nurse P. Silva","T. Nguyen","Dr. L. Haddad","Nurse R. Cole","S. Okoro"] },
+        { "id": "staff-col-role", "component": "Col", "label": "Role", "type": "string", "data": ["Attending Physician","ER Physician","Charge Nurse","RN","Respiratory Therapist","Surgeon","ICU Nurse","Lab Technician"] },
+        { "id": "staff-col-unit", "component": "Col", "label": "Unit", "type": "string", "data": ["Cardiology","Emergency","Emergency","Pediatrics","Pulmonary","Surgery","ICU","Laboratory"] },
+
+        { "id": "critical-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["critical-alert", "critical-list"] },
+        { "id": "critical-alert", "component": "Alert", "title": "Critical Patients", "description": "4 patients require immediate attention", "variant": "destructive" },
+        { "id": "critical-list", "component": "ListBlock", "variant": "number", "items": ["crit-1", "crit-2", "crit-3", "crit-4"] },
+        { "id": "crit-1", "component": "ListItem", "title": "Bed ICU-3 \u2014 R. Malik", "subtitle": "Post-cardiac arrest \u00b7 unstable vitals", "actionLabel": "View" },
+        { "id": "crit-2", "component": "ListItem", "title": "Bed ICU-7 \u2014 D. Farah", "subtitle": "Sepsis \u00b7 pressors active", "actionLabel": "View" },
+        { "id": "crit-3", "component": "ListItem", "title": "Bed ER-12 \u2014 K. Owens", "subtitle": "Multi-trauma \u00b7 awaiting OR", "actionLabel": "View" },
+        { "id": "crit-4", "component": "ListItem", "title": "Bed ICU-1 \u2014 B. Chen", "subtitle": "Respiratory failure \u00b7 ventilated", "actionLabel": "View" },
+
+        { "id": "discharge-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["discharge-head", "discharge-list"] },
+        { "id": "discharge-head", "component": "CardHeader", "title": "Ready for Discharge", "subtitle": "6 patients cleared" },
+        { "id": "discharge-list", "component": "ListBlock", "variant": "number", "items": ["dis-1", "dis-2", "dis-3", "dis-4", "dis-5", "dis-6"] },
+        { "id": "dis-1", "component": "ListItem", "title": "Bed 204 \u2014 A. Torres", "subtitle": "Cardiology \u00b7 paperwork pending", "actionLabel": "Discharge" },
+        { "id": "dis-2", "component": "ListItem", "title": "Bed 118 \u2014 G. Park", "subtitle": "Orthopedics \u00b7 ready", "actionLabel": "Discharge" },
+        { "id": "dis-3", "component": "ListItem", "title": "Bed 302 \u2014 M. Idris", "subtitle": "Maternity \u00b7 ready", "actionLabel": "Discharge" },
+        { "id": "dis-4", "component": "ListItem", "title": "Bed 227 \u2014 J. Flores", "subtitle": "Oncology \u00b7 transport pending", "actionLabel": "Discharge" },
+        { "id": "dis-5", "component": "ListItem", "title": "Bed 141 \u2014 S. Kaur", "subtitle": "Pediatrics \u00b7 ready", "actionLabel": "Discharge" },
+        { "id": "dis-6", "component": "ListItem", "title": "Bed 209 \u2014 T. Brooks", "subtitle": "Neurology \u00b7 ready", "actionLabel": "Discharge" },
+
+        { "id": "or-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["or-head", "or-table"] },
+        { "id": "or-head", "component": "CardHeader", "title": "Operating Room Bookings", "subtitle": "Today's schedule" },
+        { "id": "or-table", "component": "Table", "columns": ["or-col-time", "or-col-room", "or-col-proc", "or-col-surgeon"] },
+        { "id": "or-col-time", "component": "Col", "label": "Time", "type": "string", "data": ["07:30","09:15","11:00","13:30","15:45"] },
+        { "id": "or-col-room", "component": "Col", "label": "OR", "type": "string", "data": ["OR-1","OR-2","OR-1","OR-3","OR-2"] },
+        { "id": "or-col-proc", "component": "Col", "label": "Procedure", "type": "string", "data": ["Appendectomy","Hip Replacement","Bypass Graft","C-Section","Knee Arthroscopy"] },
+        { "id": "or-col-surgeon", "component": "Col", "label": "Surgeon", "type": "string", "data": ["Dr. Haddad","Dr. Osei","Dr. Reyes","Dr. Idris","Dr. Osei"] },
+
+        { "id": "supplies-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["supplies-alert", "supplies-table"] },
+        { "id": "supplies-alert", "component": "Alert", "title": "Supplies Running Low", "description": "5 items below reorder threshold", "variant": "warning" },
+        { "id": "supplies-table", "component": "Table", "columns": ["sup-col-item", "sup-col-stock", "sup-col-status"] },
+        { "id": "sup-col-item", "component": "Col", "label": "Item", "type": "string", "data": ["N95 Masks","IV Saline Bags","Surgical Gloves (L)","Blood \u2014 O Neg","Insulin Vials"] },
+        { "id": "sup-col-stock", "component": "Col", "label": "In Stock", "type": "number", "data": [120, 45, 300, 8, 22] },
+        { "id": "sup-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Low","Critical","Low","Critical","Low"] },
+
+        { "id": "action-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["incident-dialog", "transfer-drawer"] },
+
+        { "id": "incident-dialog", "component": "DialogBlock", "triggerLabel": "File Incident Report", "triggerVariant": "destructive", "title": "File an Incident", "description": "Report a safety or operational incident.", "content": ["incident-form"] },
+        { "id": "incident-form", "component": "Form", "name": "incidentForm", "buttons": "incident-buttons", "fields": ["inc-fc-loc", "inc-fc-type", "inc-fc-desc"] },
+        { "id": "inc-fc-loc", "component": "FormControl", "label": "Location / Unit", "input": "inc-in-loc" },
+        { "id": "inc-in-loc", "component": "Input", "name": "incLocation", "placeholder": "e.g. ICU, Ward 4", "type": "text" },
+        { "id": "inc-fc-type", "component": "FormControl", "label": "Incident Type", "input": "inc-in-type" },
+        { "id": "inc-in-type", "component": "Select", "name": "incType", "placeholder": "Select type", "items": ["inc-opt-1", "inc-opt-2", "inc-opt-3", "inc-opt-4"] },
+        { "id": "inc-opt-1", "component": "SelectItem", "value": "fall", "label": "Patient Fall" },
+        { "id": "inc-opt-2", "component": "SelectItem", "value": "med", "label": "Medication Error" },
+        { "id": "inc-opt-3", "component": "SelectItem", "value": "equip", "label": "Equipment Failure" },
+        { "id": "inc-opt-4", "component": "SelectItem", "value": "other", "label": "Other" },
+        { "id": "inc-fc-desc", "component": "FormControl", "label": "Description", "input": "inc-in-desc" },
+        { "id": "inc-in-desc", "component": "TextArea", "name": "incDesc", "placeholder": "Describe what happened...", "rows": 4 },
+        { "id": "incident-buttons", "component": "Buttons", "buttons": ["inc-submit"] },
+        { "id": "inc-submit", "component": "Button", "label": "Submit Report", "variant": "primary", "type": "destructive", "action": ["submit_incident"] },
+
+        { "id": "transfer-drawer", "component": "DrawerBlock", "triggerLabel": "Request Patient Transfer", "title": "Request Patient Transfer", "description": "Move a patient between units or facilities.", "content": ["transfer-form"] },
+        { "id": "transfer-form", "component": "Form", "name": "transferForm", "buttons": "transfer-buttons", "fields": ["tr-fc-patient", "tr-fc-from", "tr-fc-to", "tr-fc-reason"] },
+        { "id": "tr-fc-patient", "component": "FormControl", "label": "Patient / Bed", "input": "tr-in-patient" },
+        { "id": "tr-in-patient", "component": "Input", "name": "trPatient", "placeholder": "e.g. Bed 204 \u2014 A. Torres", "type": "text" },
+        { "id": "tr-fc-from", "component": "FormControl", "label": "From Unit", "input": "tr-in-from" },
+        { "id": "tr-in-from", "component": "Input", "name": "trFrom", "placeholder": "Current unit", "type": "text" },
+        { "id": "tr-fc-to", "component": "FormControl", "label": "To Unit / Facility", "input": "tr-in-to" },
+        { "id": "tr-in-to", "component": "Input", "name": "trTo", "placeholder": "Destination", "type": "text" },
+        { "id": "tr-fc-reason", "component": "FormControl", "label": "Reason", "input": "tr-in-reason" },
+        { "id": "tr-in-reason", "component": "TextArea", "name": "trReason", "placeholder": "Clinical reason for transfer...", "rows": 3 },
+        { "id": "transfer-buttons", "component": "Buttons", "buttons": ["tr-submit"] },
+        { "id": "tr-submit", "component": "Button", "label": "Submit Transfer Request", "variant": "primary", "action": ["submit_transfer"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers everything requested:
+
+1. **Bed occupancy** — progress bar KPI card (84%, 268/320).
+2. **Current ER wait** — KPI card (47 min, "Elevated" tag).
+3. **Admissions over past two weeks** — area chart in the "Admissions (14d)" tab.
+4. **Patients per department** — horizontal bar chart in the "By Department" tab.
+5. **Staff on shift with role** — table in the "Staff On Shift" tab (name, role, unit).
+6. **Critical patients** — destructive alert plus a numbered call-out list.
+7. **Ready for discharge** — dedicated card with a discharge list.
+8. **Today's OR bookings** — schedule table (time, room, procedure, surgeon).
+9. **Supplies running low** — warning alert plus a stock/status table.
+10. **File an incident** — dialog with a full incident form.
+11. **Look at another day** — date picker with a "Load Day" control at the top.
+12. **Request a patient transfer** — slide-out drawer with a transfer request form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..f7002eb65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,783 @@
+Here's a comprehensive hospital operations command view covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "day-controls", "kpi-row", "critical-alert", "mid-row", "dept-row", "or-supplies-row", "discharge-staff-row", "actions-row"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hospital Operations Command Center",
+          "subtitle": "Real-time facility overview — Central Medical Hospital"
+        },
+        {
+          "id": "day-controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["day-label", "day-picker", "day-refresh"]
+        },
+        {
+          "id": "day-label",
+          "component": "TextContent",
+          "text": "**Viewing operations for a specific day:**",
+          "size": "default"
+        },
+        {
+          "id": "day-picker",
+          "component": "CalendarBlock",
+          "mode": "single",
+          "captionLayout": "dropdown",
+          "numberOfMonths": 1
+        },
+        {
+          "id": "day-refresh",
+          "component": "Button",
+          "label": "Load Selected Day",
+          "variant": "secondary",
+          "action": ["loadDay"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bed-card", "er-card", "admit-summary-card"]
+        },
+        {
+          "id": "bed-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["bed-title", "bed-progress", "bed-detail"]
+        },
+        {
+          "id": "bed-title",
+          "component": "Heading",
+          "text": "Bed Occupancy",
+          "level": "h4"
+        },
+        {
+          "id": "bed-progress",
+          "component": "Progress",
+          "value": 86,
+          "label": "86% occupied"
+        },
+        {
+          "id": "bed-detail",
+          "component": "TextContent",
+          "text": "**412 / 480** beds in use — 68 available",
+          "size": "small"
+        },
+        {
+          "id": "er-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["er-title", "er-value", "er-badge"]
+        },
+        {
+          "id": "er-title",
+          "component": "Heading",
+          "text": "Current ER Wait",
+          "level": "h4"
+        },
+        {
+          "id": "er-value",
+          "component": "TextContent",
+          "text": "**47 minutes** average",
+          "size": "large-heavy"
+        },
+        {
+          "id": "er-badge",
+          "component": "Badge",
+          "text": "Elevated — 23 patients waiting",
+          "variant": "destructive"
+        },
+        {
+          "id": "admit-summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["admit-summary-title", "admit-summary-value", "admit-summary-badge"]
+        },
+        {
+          "id": "admit-summary-title",
+          "component": "Heading",
+          "text": "Admissions Today",
+          "level": "h4"
+        },
+        {
+          "id": "admit-summary-value",
+          "component": "TextContent",
+          "text": "**58 patients** admitted",
+          "size": "large-heavy"
+        },
+        {
+          "id": "admit-summary-badge",
+          "component": "Badge",
+          "text": "+12% vs. 14-day avg",
+          "variant": "secondary"
+        },
+        {
+          "id": "critical-alert",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["critical-heading", "critical-banner", "critical-table"]
+        },
+        {
+          "id": "critical-heading",
+          "component": "Heading",
+          "text": "Critical Patients",
+          "level": "h4"
+        },
+        {
+          "id": "critical-banner",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "6 patients in critical condition",
+          "description": "The following patients require immediate and continuous monitoring."
+        },
+        {
+          "id": "critical-table",
+          "component": "Table",
+          "columns": ["crit-col-id", "crit-col-name", "crit-col-loc", "crit-col-status"]
+        },
+        {
+          "id": "crit-col-id",
+          "component": "Col",
+          "label": "Patient ID",
+          "type": "string",
+          "data": ["P-1042", "P-1108", "P-1155", "P-1189", "P-1203", "P-1220"]
+        },
+        {
+          "id": "crit-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["J. Ramirez", "A. Chen", "M. Okafor", "S. Patel", "L. Novak", "D. Hughes"]
+        },
+        {
+          "id": "crit-col-loc",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": ["ICU-3", "ICU-1", "CCU-2", "ICU-5", "ER-Trauma", "CCU-1"]
+        },
+        {
+          "id": "crit-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Ventilator", "Post-op unstable", "Cardiac watch", "Sepsis protocol", "Trauma stabilizing", "Cardiac watch"]
+        },
+        {
+          "id": "mid-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["admissions-chart-card"]
+        },
+        {
+          "id": "admissions-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["admissions-chart-title", "admissions-chart"]
+        },
+        {
+          "id": "admissions-chart-title",
+          "component": "Heading",
+          "text": "Admissions — Past Two Weeks",
+          "level": "h4"
+        },
+        {
+          "id": "admissions-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Admissions",
+          "labels": ["Day 1", "Day 2", "Day 3", "Day 4", "Day 5", "Day 6", "Day 7", "Day 8", "Day 9", "Day 10", "Day 11", "Day 12", "Day 13", "Day 14"],
+          "series": ["admissions-series"]
+        },
+        {
+          "id": "admissions-series",
+          "component": "Series",
+          "category": "Admissions",
+          "values": [44, 51, 39, 47, 55, 62, 58, 41, 49, 53, 60, 57, 52, 58]
+        },
+        {
+          "id": "dept-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["dept-chart-card"]
+        },
+        {
+          "id": "dept-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["dept-chart-title", "dept-chart"]
+        },
+        {
+          "id": "dept-chart-title",
+          "component": "Heading",
+          "text": "Patients per Department",
+          "level": "h4"
+        },
+        {
+          "id": "dept-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Patients",
+          "yLabel": "Department",
+          "labels": ["Emergency", "Cardiology", "Oncology", "Pediatrics", "Orthopedics", "Neurology", "General Surgery", "Maternity"],
+          "series": ["dept-series"]
+        },
+        {
+          "id": "dept-series",
+          "component": "Series",
+          "category": "Patients",
+          "values": [64, 48, 39, 33, 41, 28, 45, 30]
+        },
+        {
+          "id": "or-supplies-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["or-card", "supplies-card"]
+        },
+        {
+          "id": "or-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["or-title", "or-table"]
+        },
+        {
+          "id": "or-title",
+          "component": "Heading",
+          "text": "Today's Operating Room Bookings",
+          "level": "h4"
+        },
+        {
+          "id": "or-table",
+          "component": "Table",
+          "columns": ["or-col-time", "or-col-room", "or-col-proc", "or-col-surgeon"]
+        },
+        {
+          "id": "or-col-time",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["07:30", "09:00", "11:15", "13:00", "15:30"]
+        },
+        {
+          "id": "or-col-room",
+          "component": "Col",
+          "label": "OR",
+          "type": "string",
+          "data": ["OR-1", "OR-3", "OR-2", "OR-1", "OR-4"]
+        },
+        {
+          "id": "or-col-proc",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["Appendectomy", "CABG", "Knee Replacement", "Cholecystectomy", "C-Section"]
+        },
+        {
+          "id": "or-col-surgeon",
+          "component": "Col",
+          "label": "Surgeon",
+          "type": "string",
+          "data": ["Dr. Lee", "Dr. Alvarez", "Dr. Kim", "Dr. Brooks", "Dr. Singh"]
+        },
+        {
+          "id": "supplies-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["supplies-title", "supplies-alert", "supplies-table"]
+        },
+        {
+          "id": "supplies-title",
+          "component": "Heading",
+          "text": "Supplies Running Low",
+          "level": "h4"
+        },
+        {
+          "id": "supplies-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "5 supply items below threshold",
+          "description": "Reorder recommended for the items listed below."
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": ["sup-col-item", "sup-col-stock", "sup-col-status"]
+        },
+        {
+          "id": "sup-col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["N95 Masks", "IV Saline 1L", "Surgical Gloves (M)", "Blood — O Neg", "Insulin Vials"]
+        },
+        {
+          "id": "sup-col-stock",
+          "component": "Col",
+          "label": "On Hand",
+          "type": "string",
+          "data": ["120 units", "45 bags", "8 boxes", "6 units", "14 vials"]
+        },
+        {
+          "id": "sup-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Low", "Critical", "Low", "Critical", "Low"]
+        },
+        {
+          "id": "discharge-staff-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["discharge-card", "staff-card"]
+        },
+        {
+          "id": "discharge-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["discharge-title", "discharge-table"]
+        },
+        {
+          "id": "discharge-title",
+          "component": "Heading",
+          "text": "Patients Ready for Discharge",
+          "level": "h4"
+        },
+        {
+          "id": "discharge-table",
+          "component": "Table",
+          "columns": ["dis-col-id", "dis-col-name", "dis-col-dept", "dis-col-status"]
+        },
+        {
+          "id": "dis-col-id",
+          "component": "Col",
+          "label": "Patient ID",
+          "type": "string",
+          "data": ["P-0991", "P-1005", "P-1023", "P-1050", "P-1071"]
+        },
+        {
+          "id": "dis-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["R. Foster", "K. Yamada", "B. Adebayo", "C. Rossi", "T. Wallace"]
+        },
+        {
+          "id": "dis-col-dept",
+          "component": "Col",
+          "label": "Department",
+          "type": "string",
+          "data": ["Orthopedics", "Cardiology", "General Surgery", "Maternity", "Pediatrics"]
+        },
+        {
+          "id": "dis-col-status",
+          "component": "Col",
+          "label": "Clearance",
+          "type": "string",
+          "data": ["Cleared", "Pending pharmacy", "Cleared", "Cleared", "Pending paperwork"]
+        },
+        {
+          "id": "staff-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["staff-title", "staff-table"]
+        },
+        {
+          "id": "staff-title",
+          "component": "Heading",
+          "text": "Staff On Shift",
+          "level": "h4"
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": ["staff-col-name", "staff-col-role", "staff-col-unit"]
+        },
+        {
+          "id": "staff-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Dr. Alvarez", "Dr. Lee", "Nurse Owens", "Nurse Kapoor", "Dr. Singh", "Tech Morales", "Nurse Reid", "Dr. Brooks"]
+        },
+        {
+          "id": "staff-col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Cardiac Surgeon", "General Surgeon", "Charge Nurse", "ICU Nurse", "OB/GYN", "Radiology Tech", "ER Nurse", "Anesthesiologist"]
+        },
+        {
+          "id": "staff-col-unit",
+          "component": "Col",
+          "label": "Unit",
+          "type": "string",
+          "data": ["Cardiology", "OR", "Med-Surg", "ICU", "Maternity", "Imaging", "Emergency", "OR"]
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["actions-label", "incident-dialog", "transfer-drawer"]
+        },
+        {
+          "id": "actions-label",
+          "component": "TextContent",
+          "text": "**Operational Actions:**",
+          "size": "default"
+        },
+        {
+          "id": "incident-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File an Incident",
+          "triggerVariant": "destructive",
+          "title": "File Incident Report",
+          "description": "Report a safety event, near-miss, or operational incident.",
+          "content": ["incident-form"]
+        },
+        {
+          "id": "incident-form",
+          "component": "Form",
+          "name": "incidentForm",
+          "buttons": "incident-form-buttons",
+          "fields": ["incident-fc-type", "incident-fc-loc", "incident-fc-severity", "incident-fc-desc"]
+        },
+        {
+          "id": "incident-fc-type",
+          "component": "FormControl",
+          "label": "Incident Type",
+          "input": "incident-type-select"
+        },
+        {
+          "id": "incident-type-select",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select type",
+          "items": ["it-1", "it-2", "it-3", "it-4"]
+        },
+        {
+          "id": "it-1",
+          "component": "SelectItem",
+          "value": "medication",
+          "label": "Medication Error"
+        },
+        {
+          "id": "it-2",
+          "component": "SelectItem",
+          "value": "fall",
+          "label": "Patient Fall"
+        },
+        {
+          "id": "it-3",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment Failure"
+        },
+        {
+          "id": "it-4",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "incident-fc-loc",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "incident-loc-input"
+        },
+        {
+          "id": "incident-loc-input",
+          "component": "Input",
+          "name": "incidentLocation",
+          "type": "text",
+          "placeholder": "e.g. ICU-3, OR-2"
+        },
+        {
+          "id": "incident-fc-severity",
+          "component": "FormControl",
+          "label": "Severity",
+          "input": "incident-severity-radio"
+        },
+        {
+          "id": "incident-severity-radio",
+          "component": "RadioGroup",
+          "name": "incidentSeverity",
+          "items": ["sev-1", "sev-2", "sev-3"]
+        },
+        {
+          "id": "sev-1",
+          "component": "RadioItem",
+          "label": "Low",
+          "description": "No harm / near-miss",
+          "value": "low"
+        },
+        {
+          "id": "sev-2",
+          "component": "RadioItem",
+          "label": "Moderate",
+          "description": "Minor harm, treatable",
+          "value": "moderate"
+        },
+        {
+          "id": "sev-3",
+          "component": "RadioItem",
+          "label": "High",
+          "description": "Serious harm / sentinel event",
+          "value": "high"
+        },
+        {
+          "id": "incident-fc-desc",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "incident-desc-textarea"
+        },
+        {
+          "id": "incident-desc-textarea",
+          "component": "TextArea",
+          "name": "incidentDescription",
+          "placeholder": "Describe what happened...",
+          "rows": 4
+        },
+        {
+          "id": "incident-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["incident-submit"]
+        },
+        {
+          "id": "incident-submit",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["submitIncident"]
+        },
+        {
+          "id": "transfer-drawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "Request Patient Transfer",
+          "title": "Request Patient Transfer",
+          "description": "Move a patient between units or facilities.",
+          "content": ["transfer-form"]
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferForm",
+          "buttons": "transfer-form-buttons",
+          "fields": ["transfer-fc-patient", "transfer-fc-from", "transfer-fc-to", "transfer-fc-reason", "transfer-fc-priority"]
+        },
+        {
+          "id": "transfer-fc-patient",
+          "component": "FormControl",
+          "label": "Patient ID",
+          "input": "transfer-patient-input"
+        },
+        {
+          "id": "transfer-patient-input",
+          "component": "Input",
+          "name": "transferPatientId",
+          "type": "text",
+          "placeholder": "e.g. P-1042"
+        },
+        {
+          "id": "transfer-fc-from",
+          "component": "FormControl",
+          "label": "From Unit",
+          "input": "transfer-from-input"
+        },
+        {
+          "id": "transfer-from-input",
+          "component": "Input",
+          "name": "transferFrom",
+          "type": "text",
+          "placeholder": "Current location"
+        },
+        {
+          "id": "transfer-fc-to",
+          "component": "FormControl",
+          "label": "To Unit / Facility",
+          "input": "transfer-to-select"
+        },
+        {
+          "id": "transfer-to-select",
+          "component": "Select",
+          "name": "transferTo",
+          "placeholder": "Select destination",
+          "items": ["tt-1", "tt-2", "tt-3", "tt-4", "tt-5"]
+        },
+        {
+          "id": "tt-1",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "ICU"
+        },
+        {
+          "id": "tt-2",
+          "component": "SelectItem",
+          "value": "ccu",
+          "label": "CCU"
+        },
+        {
+          "id": "tt-3",
+          "component": "SelectItem",
+          "value": "medsurg",
+          "label": "Med-Surg"
+        },
+        {
+          "id": "tt-4",
+          "component": "SelectItem",
+          "value": "stepdown",
+          "label": "Step-Down Unit"
+        },
+        {
+          "id": "tt-5",
+          "component": "SelectItem",
+          "value": "external",
+          "label": "External Facility"
+        },
+        {
+          "id": "transfer-fc-reason",
+          "component": "FormControl",
+          "label": "Reason for Transfer",
+          "input": "transfer-reason-textarea"
+        },
+        {
+          "id": "transfer-reason-textarea",
+          "component": "TextArea",
+          "name": "transferReason",
+          "placeholder": "Clinical justification...",
+          "rows": 3
+        },
+        {
+          "id": "transfer-fc-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "transfer-priority-radio"
+        },
+        {
+          "id": "transfer-priority-radio",
+          "component": "RadioGroup",
+          "name": "transferPriority",
+          "items": ["tp-1", "tp-2", "tp-3"]
+        },
+        {
+          "id": "tp-1",
+          "component": "RadioItem",
+          "label": "Routine",
+          "description": "Within 24 hours",
+          "value": "routine"
+        },
+        {
+          "id": "tp-2",
+          "component": "RadioItem",
+          "label": "Urgent",
+          "description": "Within 2 hours",
+          "value": "urgent"
+        },
+        {
+          "id": "tp-3",
+          "component": "RadioItem",
+          "label": "Emergent",
+          "description": "Immediate",
+          "value": "emergent"
+        },
+        {
+          "id": "transfer-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["transfer-submit"]
+        },
+        {
+          "id": "transfer-submit",
+          "component": "Button",
+          "label": "Submit Transfer Request",
+          "variant": "primary",
+          "action": ["submitTransfer"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all twelve items:
+
+1. **Bed occupancy** — progress bar showing 86% (412/480) at top-left
+2. **Current ER wait** — 47 min KPI card with waiting-patient count
+3. **Admissions over past two weeks** — 14-point line chart
+4. **Patients per department** — horizontal bar chart across 8 departments
+5. **Staff on shift with role** — table with name, role, and unit
+6. **Critical patients** — red alert plus a called-out table
+7. **Patients ready for discharge** — table with clearance status
+8. **Today's OR bookings** — table with time, room, procedure, surgeon
+9. **Supplies running low** — warning alert plus stock table
+10. **File an incident** — dialog with a full incident report form
+11. **Look at another day** — calendar picker with a load button in the day controls bar
+12. **Request a patient transfer** — slide-out drawer with a transfer request form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..cbae33f53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,149 @@
+Here's a hospital operations command view covering all twelve items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0F766E", "agentDisplayName": "Ops Command" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["hdr", "topRow", "dayControls", "critical", "midRow", "staffCard", "orCard", "supplyRow", "actionRow"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Hospital Operations Command", "subtitle": "Live status — Central Metro Hospital" },
+
+        { "id": "topRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "stretch", "children": ["bedCard", "erCard"] },
+
+        { "id": "bedCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["bedHead", "bedProg", "bedNote"] },
+        { "id": "bedHead", "component": "Heading", "text": "Bed Occupancy", "level": "h4" },
+        { "id": "bedProg", "component": "Progress", "value": 84, "label": "84% occupied" },
+        { "id": "bedNote", "component": "TextContent", "size": "small", "text": "268 / 320 beds in use — 52 available" },
+
+        { "id": "erCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["erHead", "erWait", "erTag"] },
+        { "id": "erHead", "component": "Heading", "text": "Current ER Wait", "level": "h4" },
+        { "id": "erWait", "component": "TextContent", "size": "large-heavy", "text": "47 min average" },
+        { "id": "erTag", "component": "Tag", "text": "Elevated", "variant": "warning", "size": "md" },
+
+        { "id": "dayControls", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["dayLabel", "daySelect", "loadDayBtn"] },
+        { "id": "dayLabel", "component": "Label", "text": "Look at another day:" },
+        { "id": "daySelect", "component": "Select", "name": "viewDay", "placeholder": "Select a date", "value": "today", "items": ["optToday", "optYest", "opt2", "opt3"] },
+        { "id": "optToday", "component": "SelectItem", "value": "today", "label": "Today" },
+        { "id": "optYest", "component": "SelectItem", "value": "yesterday", "label": "Yesterday" },
+        { "id": "opt2", "component": "SelectItem", "value": "d-2", "label": "2 days ago" },
+        { "id": "opt3", "component": "SelectItem", "value": "d-3", "label": "3 days ago" },
+        { "id": "loadDayBtn", "component": "Button", "label": "Load Day", "variant": "secondary", "size": "medium", "action": ["loadDay"] },
+
+        { "id": "critical", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["critHead", "critAlert", "critList"] },
+        { "id": "critHead", "component": "Heading", "text": "Critical Patients", "level": "h4" },
+        { "id": "critAlert", "component": "Alert", "variant": "destructive", "title": "4 patients in critical condition", "description": "Immediate attention required. ICU teams notified." },
+        { "id": "critList", "component": "ListBlock", "variant": "number", "items": ["crit1", "crit2", "crit3", "crit4"] },
+        { "id": "crit1", "component": "ListItem", "title": "P-1042 — J. Alvarez", "subtitle": "ICU Bed 3 · Post-op cardiac · Critical", "actionLabel": "View" },
+        { "id": "crit2", "component": "ListItem", "title": "P-0987 — M. Chen", "subtitle": "ICU Bed 7 · Respiratory failure · Critical", "actionLabel": "View" },
+        { "id": "crit3", "component": "ListItem", "title": "P-1130 — R. Osei", "subtitle": "ER Bay 2 · Multi-trauma · Critical", "actionLabel": "View" },
+        { "id": "crit4", "component": "ListItem", "title": "P-1075 — S. Kowalski", "subtitle": "ICU Bed 1 · Sepsis · Critical", "actionLabel": "View" },
+
+        { "id": "midRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "stretch", "children": ["admitCard", "deptCard"] },
+
+        { "id": "admitCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["admitHead", "admitChart"] },
+        { "id": "admitHead", "component": "Heading", "text": "Admissions — Past 2 Weeks", "level": "h4" },
+        { "id": "admitChart", "component": "LineChart", "variant": "natural", "xLabel": "Day", "yLabel": "Admissions", "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"], "series": ["admitSeries"] },
+        { "id": "admitSeries", "component": "Series", "category": "Admissions", "values": [42, 38, 51, 47, 55, 60, 44, 39, 48, 53, 58, 62, 57, 49] },
+
+        { "id": "deptCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["deptHead", "deptChart"] },
+        { "id": "deptHead", "component": "Heading", "text": "Patients per Department", "level": "h4" },
+        { "id": "deptChart", "component": "HorizontalBarChart", "xLabel": "Patients", "yLabel": "Department", "labels": ["Emergency","Cardiology","Oncology","Pediatrics","Orthopedics","Neurology","Maternity"], "series": ["deptSeries"] },
+        { "id": "deptSeries", "component": "Series", "category": "Patients", "values": [58, 41, 33, 27, 36, 22, 30] },
+
+        { "id": "staffCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["staffHead", "staffTable"] },
+        { "id": "staffHead", "component": "Heading", "text": "Staff On Shift", "level": "h4" },
+        { "id": "staffTable", "component": "Table", "columns": ["staffName", "staffRole", "staffDept"] },
+        { "id": "staffName", "component": "Col", "label": "Name", "type": "string", "data": ["Dr. Patel", "Dr. Nguyen", "Nurse Adeyemi", "Nurse Torres", "Dr. Rossi", "Nurse Kim", "Tech Silva"] },
+        { "id": "staffRole", "component": "Col", "label": "Role", "type": "string", "data": ["Attending Physician", "ER Physician", "Charge Nurse", "ICU Nurse", "Surgeon", "Pediatric Nurse", "Radiology Tech"] },
+        { "id": "staffDept", "component": "Col", "label": "Department", "type": "string", "data": ["Cardiology", "Emergency", "Emergency", "ICU", "Surgery", "Pediatrics", "Radiology"] },
+
+        { "id": "orCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["orHead", "orTable"] },
+        { "id": "orHead", "component": "Heading", "text": "Today's Operating Room Bookings", "level": "h4" },
+        { "id": "orTable", "component": "Table", "columns": ["orTime", "orRoom", "orProc", "orSurgeon"] },
+        { "id": "orTime", "component": "Col", "label": "Time", "type": "string", "data": ["08:00", "10:30", "12:00", "14:15", "16:00"] },
+        { "id": "orRoom", "component": "Col", "label": "OR", "type": "string", "data": ["OR-1", "OR-3", "OR-2", "OR-1", "OR-4"] },
+        { "id": "orProc", "component": "Col", "label": "Procedure", "type": "string", "data": ["CABG", "Appendectomy", "Hip Replacement", "Craniotomy", "C-Section"] },
+        { "id": "orSurgeon", "component": "Col", "label": "Surgeon", "type": "string", "data": ["Dr. Rossi", "Dr. Nguyen", "Dr. Patel", "Dr. Haddad", "Dr. Lin"] },
+
+        { "id": "supplyRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "stretch", "children": ["dischargeCard", "supplyCard"] },
+
+        { "id": "dischargeCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["dischHead", "dischList"] },
+        { "id": "dischHead", "component": "Heading", "text": "Ready for Discharge", "level": "h4" },
+        { "id": "dischList", "component": "ListBlock", "variant": "number", "items": ["disch1", "disch2", "disch3", "disch4"] },
+        { "id": "disch1", "component": "ListItem", "title": "P-0921 — L. Bennett", "subtitle": "Cardiology · Cleared 09:15 · Awaiting paperwork", "actionLabel": "Process" },
+        { "id": "disch2", "component": "ListItem", "title": "P-1004 — A. Wong", "subtitle": "Orthopedics · Cleared 10:02 · Transport arranged", "actionLabel": "Process" },
+        { "id": "disch3", "component": "ListItem", "title": "P-0888 — G. Ferrari", "subtitle": "Maternity · Cleared 10:40 · Awaiting pharmacy", "actionLabel": "Process" },
+        { "id": "disch4", "component": "ListItem", "title": "P-1051 — D. Okafor", "subtitle": "Pediatrics · Cleared 11:05 · Ready", "actionLabel": "Process" },
+
+        { "id": "supplyCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["supHead", "supAlert", "supTable"] },
+        { "id": "supHead", "component": "Heading", "text": "Supplies Running Low", "level": "h4" },
+        { "id": "supAlert", "component": "Alert", "variant": "warning", "title": "5 items below reorder threshold", "description": "Reorder recommended for flagged items." },
+        { "id": "supTable", "component": "Table", "columns": ["supItem", "supQty", "supStatus"] },
+        { "id": "supItem", "component": "Col", "label": "Item", "type": "string", "data": ["N95 Masks", "IV Saline 1L", "Surgical Gloves M", "Blood — O Neg", "Insulin Vials"] },
+        { "id": "supQty", "component": "Col", "label": "On Hand", "type": "string", "data": ["120", "45", "80", "6 units", "22"] },
+        { "id": "supStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Low", "Critical", "Low", "Critical", "Low"] },
+
+        { "id": "actionRow", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["actionHead", "actionButtons", "incidentForm"] },
+        { "id": "actionHead", "component": "Heading", "text": "Actions", "level": "h4" },
+        { "id": "actionButtons", "component": "Buttons", "direction": "row", "buttons": ["transferBtn", "incidentToggle"] },
+        { "id": "transferBtn", "component": "Button", "label": "Request Patient Transfer", "variant": "primary", "size": "medium", "action": ["openTransfer"] },
+        { "id": "incidentToggle", "component": "Button", "label": "View Transfer Queue", "variant": "secondary", "size": "medium", "action": ["viewTransfers"] },
+
+        { "id": "incidentForm", "component": "Form", "name": "fileIncident", "buttons": "incidentFormButtons", "fields": ["fcType", "fcLocation", "fcSeverity", "fcDesc", "fcTransfer"] },
+        { "id": "incidentFormButtons", "component": "Buttons", "direction": "row", "buttons": ["submitIncident", "clearIncident"] },
+        { "id": "submitIncident", "component": "Button", "label": "File Incident", "variant": "primary", "type": "destructive", "size": "medium", "action": ["submitIncident"] },
+        { "id": "clearIncident", "component": "Button", "label": "Clear", "variant": "tertiary", "size": "medium", "action": ["clearIncident"] },
+
+        { "id": "fcType", "component": "FormControl", "label": "Incident Type", "input": "inType" },
+        { "id": "inType", "component": "Select", "name": "incidentType", "placeholder": "Select type", "items": ["it1", "it2", "it3", "it4"] },
+        { "id": "it1", "component": "SelectItem", "value": "fall", "label": "Patient Fall" },
+        { "id": "it2", "component": "SelectItem", "value": "med", "label": "Medication Error" },
+        { "id": "it3", "component": "SelectItem", "value": "equip", "label": "Equipment Failure" },
+        { "id": "it4", "component": "SelectItem", "value": "other", "label": "Other" },
+
+        { "id": "fcLocation", "component": "FormControl", "label": "Location", "input": "inLocation", "hint": "Ward, room, or department" },
+        { "id": "inLocation", "component": "Input", "name": "incidentLocation", "type": "text", "placeholder": "e.g. ICU Bed 7" },
+
+        { "id": "fcSeverity", "component": "FormControl", "label": "Severity", "input": "inSeverity" },
+        { "id": "inSeverity", "component": "RadioGroup", "name": "incidentSeverity", "defaultValue": "moderate", "items": ["sev1", "sev2", "sev3"] },
+        { "id": "sev1", "component": "RadioItem", "label": "Minor", "description": "No harm, near miss", "value": "minor" },
+        { "id": "sev2", "component": "RadioItem", "label": "Moderate", "description": "Some intervention needed", "value": "moderate" },
+        { "id": "sev3", "component": "RadioItem", "label": "Severe", "description": "Serious harm or risk", "value": "severe" },
+
+        { "id": "fcDesc", "component": "FormControl", "label": "Description", "input": "inDesc" },
+        { "id": "inDesc", "component": "TextArea", "name": "incidentDesc", "rows": 3, "placeholder": "Describe what happened..." },
+
+        { "id": "fcTransfer", "component": "FormControl", "label": "Requires Patient Transfer?", "input": "inTransfer", "hint": "Toggle if this incident needs a transfer request" },
+        { "id": "inTransfer", "component": "SwitchGroup", "name": "incidentTransfer", "variant": "clear", "items": ["swTransfer"] },
+        { "id": "swTransfer", "component": "SwitchItem", "name": "needsTransfer", "label": "Initiate transfer", "description": "Opens a transfer request on submission" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all twelve requirements:
+
+1. **Bed occupancy** — progress bar (84%) with available-bed count.
+2. **Current ER wait** — 47 min average with an "Elevated" tag.
+3. **Admissions over the past two weeks** — 14-day line chart.
+4. **Patients per department** — horizontal bar chart across seven departments.
+5. **Staff on shift with role** — table with Name, Role, and Department.
+6. **Critical patients** — destructive alert plus a numbered call-out list.
+7. **Patients ready for discharge** — numbered list with a "Process" action per patient.
+8. **Today's OR bookings** — table of time, room, procedure, and surgeon.
+9. **Supplies running low** — warning alert and a table with quantities and status.
+10. **File an incident** — full incident form (type, location, severity, description).
+11. **Look at another day** — date selector with a "Load Day" button.
+12. **Request a patient transfer** — a dedicated button, plus a transfer toggle inside the incident form.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..a0f885994
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-hospital__r4.txt
@@ -0,0 +1,381 @@
+Here's a hospital operations command view covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topRow", "criticalAlert", "midTabs", "bottomRow", "actionRow"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hospital Operations Command Center",
+          "subtitle": "Live view — updated moments ago"
+        },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["bedCard", "erCard", "admitCard"]
+        },
+
+        {
+          "id": "bedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["bedHeading", "bedProgress", "bedNote"]
+        },
+        { "id": "bedHeading", "component": "Heading", "text": "Bed Occupancy", "level": "h4" },
+        { "id": "bedProgress", "component": "Progress", "value": 84, "label": "84% occupied (218 / 260 beds)" },
+        { "id": "bedNote", "component": "TextContent", "text": "42 beds available across facility", "size": "small" },
+
+        {
+          "id": "erCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["erHeading", "erWait", "erBadge"]
+        },
+        { "id": "erHeading", "component": "Heading", "text": "Current ER Wait", "level": "h4" },
+        { "id": "erWait", "component": "TextContent", "text": "**47 min** average wait", "size": "large-heavy" },
+        { "id": "erBadge", "component": "Badge", "text": "23 patients waiting", "variant": "destructive" },
+
+        {
+          "id": "admitCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["admitHeading", "admitChart"]
+        },
+        { "id": "admitHeading", "component": "Heading", "text": "Admissions — Past 2 Weeks", "level": "h4" },
+        {
+          "id": "admitChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Admissions",
+          "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],
+          "series": ["admitSeries"]
+        },
+        {
+          "id": "admitSeries",
+          "component": "Series",
+          "category": "Admissions",
+          "values": [38, 42, 35, 51, 47, 44, 39, 55, 61, 49, 46, 58, 63, 52]
+        },
+
+        {
+          "id": "criticalAlert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "6 Critical Patients Require Attention",
+          "description": "ICU-3 (Rivera), ICU-7 (Osei), ER-12 (Nakamura), CCU-2 (Andersson), ICU-1 (Petrov), ER-4 (Diallo). See Critical tab for details."
+        },
+
+        {
+          "id": "midTabs",
+          "component": "Tabs",
+          "items": ["tabDept", "tabCritical", "tabDischarge", "tabOR", "tabStaff"]
+        },
+
+        {
+          "id": "tabDept",
+          "component": "TabItem",
+          "value": "dept",
+          "trigger": "Patients / Dept",
+          "content": ["deptChart"]
+        },
+        {
+          "id": "deptChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Patients",
+          "yLabel": "Department",
+          "labels": ["Emergency","ICU","Cardiology","Oncology","Pediatrics","Surgery","Maternity","Neurology"],
+          "series": ["deptSeries"]
+        },
+        {
+          "id": "deptSeries",
+          "component": "Series",
+          "category": "Patients",
+          "values": [34, 22, 28, 19, 24, 17, 21, 15]
+        },
+
+        {
+          "id": "tabCritical",
+          "component": "TabItem",
+          "value": "critical",
+          "trigger": "Critical Patients",
+          "content": ["criticalTable"]
+        },
+        {
+          "id": "criticalTable",
+          "component": "Table",
+          "columns": ["critCol1", "critCol2", "critCol3", "critCol4"]
+        },
+        { "id": "critCol1", "component": "Col", "label": "Patient", "type": "string", "data": ["Rivera, M.","Osei, K.","Nakamura, T.","Andersson, L.","Petrov, S.","Diallo, A."] },
+        { "id": "critCol2", "component": "Col", "label": "Location", "type": "string", "data": ["ICU-3","ICU-7","ER-12","CCU-2","ICU-1","ER-4"] },
+        { "id": "critCol3", "component": "Col", "label": "Condition", "type": "string", "data": ["Post-op sepsis","Respiratory failure","Cardiac arrest","Arrhythmia","Multi-trauma","Stroke"] },
+        { "id": "critCol4", "component": "Col", "label": "Status", "type": "string", "data": ["Unstable","Critical","Stabilizing","Critical","Unstable","Critical"] },
+
+        {
+          "id": "tabDischarge",
+          "component": "TabItem",
+          "value": "discharge",
+          "trigger": "Ready for Discharge",
+          "content": ["dischargeList"]
+        },
+        {
+          "id": "dischargeList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dis1", "dis2", "dis3", "dis4", "dis5"]
+        },
+        { "id": "dis1", "component": "ListItem", "title": "Thompson, R. — Room 214", "subtitle": "Cardiology · Cleared by Dr. Hale", "actionLabel": "Process" },
+        { "id": "dis2", "component": "ListItem", "title": "Kim, J. — Room 308", "subtitle": "Surgery · Awaiting transport", "actionLabel": "Process" },
+        { "id": "dis3", "component": "ListItem", "title": "Okafor, N. — Room 122", "subtitle": "Maternity · Pending paperwork", "actionLabel": "Process" },
+        { "id": "dis4", "component": "ListItem", "title": "Silva, P. — Room 419", "subtitle": "Oncology · Cleared by Dr. Ruiz", "actionLabel": "Process" },
+        { "id": "dis5", "component": "ListItem", "title": "Weber, H. — Room 205", "subtitle": "Neurology · Awaiting pharmacy", "actionLabel": "Process" },
+
+        {
+          "id": "tabOR",
+          "component": "TabItem",
+          "value": "or",
+          "trigger": "OR Bookings",
+          "content": ["orTable"]
+        },
+        {
+          "id": "orTable",
+          "component": "Table",
+          "columns": ["orCol1", "orCol2", "orCol3", "orCol4"]
+        },
+        { "id": "orCol1", "component": "Col", "label": "Time", "type": "string", "data": ["07:30","09:00","11:15","13:00","15:30","17:00"] },
+        { "id": "orCol2", "component": "Col", "label": "Room", "type": "string", "data": ["OR-1","OR-2","OR-1","OR-3","OR-2","OR-1"] },
+        { "id": "orCol3", "component": "Col", "label": "Procedure", "type": "string", "data": ["Appendectomy","CABG","Knee Replacement","C-Section","Craniotomy","Cholecystectomy"] },
+        { "id": "orCol4", "component": "Col", "label": "Surgeon", "type": "string", "data": ["Dr. Hale","Dr. Ford","Dr. Ruiz","Dr. Lin","Dr. Amara","Dr. Hale"] },
+
+        {
+          "id": "tabStaff",
+          "component": "TabItem",
+          "value": "staff",
+          "trigger": "Staff on Shift",
+          "content": ["staffTable"]
+        },
+        {
+          "id": "staffTable",
+          "component": "Table",
+          "columns": ["staffCol1", "staffCol2", "staffCol3"]
+        },
+        { "id": "staffCol1", "component": "Col", "label": "Name", "type": "string", "data": ["Dr. Hale","Dr. Ruiz","Nurse Adeyemi","Nurse Costa","Dr. Lin","Tech Vasquez","Nurse Kaur","Dr. Amara"] },
+        { "id": "staffCol2", "component": "Col", "label": "Role", "type": "string", "data": ["Attending Surgeon","Oncologist","Charge Nurse","ICU Nurse","OB/GYN","Radiology Tech","ER Nurse","Neurosurgeon"] },
+        { "id": "staffCol3", "component": "Col", "label": "Dept", "type": "string", "data": ["Surgery","Oncology","ICU","ICU","Maternity","Radiology","Emergency","Neurology"] },
+
+        {
+          "id": "bottomRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["suppliesCard"]
+        },
+        {
+          "id": "suppliesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["supHeading", "supTable"]
+        },
+        { "id": "supHeading", "component": "Heading", "text": "Supplies Running Low", "level": "h4" },
+        {
+          "id": "supTable",
+          "component": "Table",
+          "columns": ["supCol1", "supCol2", "supCol3"]
+        },
+        { "id": "supCol1", "component": "Col", "label": "Item", "type": "string", "data": ["N95 Masks","IV Saline Bags","Blood — O Neg","Surgical Gloves","Insulin Vials","Ventilator Filters"] },
+        { "id": "supCol2", "component": "Col", "label": "On Hand", "type": "number", "data": [120, 45, 8, 300, 22, 15] },
+        { "id": "supCol3", "component": "Col", "label": "Status", "type": "string", "data": ["Low","Critical","Critical","Low","Low","Critical"] },
+
+        {
+          "id": "actionRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "align": "center",
+          "children": ["incidentDialog", "dayCard", "transferDrawer"]
+        },
+
+        {
+          "id": "incidentDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File Incident Report",
+          "triggerVariant": "destructive",
+          "title": "File an Incident Report",
+          "description": "Document a safety event, near-miss, or operational incident.",
+          "content": ["incidentForm"]
+        },
+        {
+          "id": "incidentForm",
+          "component": "Form",
+          "name": "incidentForm",
+          "fields": ["incType", "incLocation", "incDesc"],
+          "buttons": "incButtons"
+        },
+        {
+          "id": "incType",
+          "component": "FormControl",
+          "label": "Incident Type",
+          "input": "incTypeSelect"
+        },
+        {
+          "id": "incTypeSelect",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select type",
+          "items": ["incOpt1", "incOpt2", "incOpt3", "incOpt4"]
+        },
+        { "id": "incOpt1", "component": "SelectItem", "value": "fall", "label": "Patient Fall" },
+        { "id": "incOpt2", "component": "SelectItem", "value": "medication", "label": "Medication Error" },
+        { "id": "incOpt3", "component": "SelectItem", "value": "equipment", "label": "Equipment Failure" },
+        { "id": "incOpt4", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "incLocation",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "incLocInput"
+        },
+        { "id": "incLocInput", "component": "Input", "name": "location", "placeholder": "e.g. ICU-3, ER wing" },
+        {
+          "id": "incDesc",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "incDescArea"
+        },
+        { "id": "incDescArea", "component": "TextArea", "name": "description", "placeholder": "Describe what happened...", "rows": 4 },
+        {
+          "id": "incButtons",
+          "component": "Buttons",
+          "buttons": ["incSubmit"]
+        },
+        { "id": "incSubmit", "component": "Button", "label": "Submit Report", "variant": "primary", "type": "destructive" },
+
+        {
+          "id": "dayCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["dayLabel", "dayPicker"]
+        },
+        { "id": "dayLabel", "component": "Label", "text": "View Another Day" },
+        { "id": "dayPicker", "component": "DatePicker", "name": "viewDate", "mode": "single" },
+
+        {
+          "id": "transferDrawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "Request Patient Transfer",
+          "title": "Request a Patient Transfer",
+          "description": "Move a patient to another unit or facility.",
+          "content": ["transferForm"]
+        },
+        {
+          "id": "transferForm",
+          "component": "Form",
+          "name": "transferForm",
+          "fields": ["tfPatient", "tfFrom", "tfTo", "tfReason"],
+          "buttons": "tfButtons"
+        },
+        {
+          "id": "tfPatient",
+          "component": "FormControl",
+          "label": "Patient Name / ID",
+          "input": "tfPatientInput"
+        },
+        { "id": "tfPatientInput", "component": "Input", "name": "patient", "placeholder": "e.g. Rivera, M. (P-10432)" },
+        {
+          "id": "tfFrom",
+          "component": "FormControl",
+          "label": "From Unit",
+          "input": "tfFromInput"
+        },
+        { "id": "tfFromInput", "component": "Input", "name": "fromUnit", "placeholder": "e.g. ICU-3" },
+        {
+          "id": "tfTo",
+          "component": "FormControl",
+          "label": "To Unit / Facility",
+          "input": "tfToSelect"
+        },
+        {
+          "id": "tfToSelect",
+          "component": "Select",
+          "name": "toUnit",
+          "placeholder": "Select destination",
+          "items": ["tfOpt1", "tfOpt2", "tfOpt3", "tfOpt4"]
+        },
+        { "id": "tfOpt1", "component": "SelectItem", "value": "stepdown", "label": "Step-Down Unit" },
+        { "id": "tfOpt2", "component": "SelectItem", "value": "ward", "label": "General Ward" },
+        { "id": "tfOpt3", "component": "SelectItem", "value": "rehab", "label": "Rehabilitation" },
+        { "id": "tfOpt4", "component": "SelectItem", "value": "external", "label": "External Facility" },
+        {
+          "id": "tfReason",
+          "component": "FormControl",
+          "label": "Reason for Transfer",
+          "input": "tfReasonArea"
+        },
+        { "id": "tfReasonArea", "component": "TextArea", "name": "reason", "placeholder": "Clinical justification...", "rows": 3 },
+        {
+          "id": "tfButtons",
+          "component": "Buttons",
+          "buttons": ["tfSubmit"]
+        },
+        { "id": "tfSubmit", "component": "Button", "label": "Submit Transfer Request", "variant": "primary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all twelve items:
+
+1. **Bed occupancy** — progress bar (84%, 218/260) in the top row
+2. **Current ER wait** — 47 min with a waiting-count badge
+3. **Admissions over past two weeks** — 14-point line chart
+4. **Patients per department** — horizontal bar chart (Dept tab)
+5. **Staff on shift with role** — table with Name / Role / Dept (Staff tab)
+6. **Critical patients** — a prominent destructive alert plus a detailed table (Critical tab)
+7. **Ready for discharge** — numbered list with per-patient action (Discharge tab)
+8. **Today's OR bookings** — schedule table (OR tab)
+9. **Supplies running low** — table with on-hand counts and status
+10. **File an incident** — dialog with a full incident form
+11. **Look at another day** — date picker
+12. **Request a patient transfer** — slide-out drawer with a transfer form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..5dd702c2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r1.txt
@@ -0,0 +1,630 @@
+Here's a comprehensive PMO Portfolio Review screen covering all 13 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "PMO Portfolio" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "topControls",
+            "healthSummary",
+            "activeProjectsSection",
+            "budgetUtilRow",
+            "milestonesRisksRow",
+            "deadlinesPaceRow",
+            "blockedSection",
+            "footerActions"
+          ]
+        },
+
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Q2 2024 Portfolio Review",
+          "subtitle": "Program Management Office — Portfolio Health & Delivery"
+        },
+
+        {
+          "id": "topControls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["quarterControl", "topButtons"]
+        },
+        {
+          "id": "quarterControl",
+          "component": "FormControl",
+          "label": "Reporting Quarter",
+          "hint": "Switch to view a different quarter",
+          "input": "quarterSelect"
+        },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q2-2024",
+          "size": "medium",
+          "items": ["qOpt1", "qOpt2", "qOpt3", "qOpt4"]
+        },
+        { "id": "qOpt1", "component": "SelectItem", "value": "q3-2024", "label": "Q3 2024" },
+        { "id": "qOpt2", "component": "SelectItem", "value": "q2-2024", "label": "Q2 2024" },
+        { "id": "qOpt3", "component": "SelectItem", "value": "q1-2024", "label": "Q1 2024" },
+        { "id": "qOpt4", "component": "SelectItem", "value": "q4-2023", "label": "Q4 2023" },
+
+        {
+          "id": "topButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["exportBtn", "loadQuarterBtn"]
+        },
+        {
+          "id": "exportBtn",
+          "component": "Button",
+          "label": "Export Review",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["exportPortfolioReview"]
+        },
+        {
+          "id": "loadQuarterBtn",
+          "component": "Button",
+          "label": "Load Quarter",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["loadQuarter"]
+        },
+
+        {
+          "id": "healthSummary",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio Health: At Risk",
+          "description": "8 active projects — 5 on track, 2 at risk, 1 critical. Budget 71% consumed at 68% timeline; 3 overdue milestones and 4 blocked items require attention."
+        },
+
+        {
+          "id": "activeProjectsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["activeProjectsHeading", "activeProjectsTable"]
+        },
+        {
+          "id": "activeProjectsHeading",
+          "component": "Heading",
+          "text": "Active Projects",
+          "level": "h3"
+        },
+        {
+          "id": "activeProjectsTable",
+          "component": "Table",
+          "columns": ["colProject", "colOwner", "colDeadline", "colHealth", "colAction"]
+        },
+        {
+          "id": "colProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Atlas Migration", "Beacon Mobile", "Cobalt Analytics", "Delta CRM", "Echo Payments", "Falcon Portal", "Gamma Infra", "Horizon AI"]
+        },
+        {
+          "id": "colOwner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["R. Mehta", "S. Cole", "J. Park", "L. Nguyen", "M. Osei", "A. Rossi", "D. Kim", "P. Sharma"]
+        },
+        {
+          "id": "colDeadline",
+          "component": "Col",
+          "label": "Deadline",
+          "type": "string",
+          "data": ["2024-06-28", "2024-07-15", "2024-06-30", "2024-08-10", "2024-06-20", "2024-07-05", "2024-09-01", "2024-07-22"]
+        },
+        {
+          "id": "colHealth",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "On Track", "Critical", "At Risk", "On Track", "On Track"]
+        },
+        {
+          "id": "colAction",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Active", "Active", "Active", "Active", "Active", "Active", "Active", "Active"]
+        },
+
+        {
+          "id": "budgetUtilRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["budgetCard", "utilizationCard"]
+        },
+
+        {
+          "id": "budgetCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["budgetHeading", "budgetChart"]
+        },
+        {
+          "id": "budgetHeading",
+          "component": "Heading",
+          "text": "Budget Spent vs. Allocation ($K)",
+          "level": "h3"
+        },
+        {
+          "id": "budgetChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "$K",
+          "labels": ["Atlas", "Beacon", "Cobalt", "Delta", "Echo", "Falcon", "Gamma", "Horizon"],
+          "series": ["budgetAllocated", "budgetSpent"]
+        },
+        {
+          "id": "budgetAllocated",
+          "component": "Series",
+          "category": "Allocated",
+          "values": [800, 450, 600, 900, 500, 350, 1200, 700]
+        },
+        {
+          "id": "budgetSpent",
+          "component": "Series",
+          "category": "Spent",
+          "values": [560, 410, 380, 520, 495, 300, 640, 430]
+        },
+
+        {
+          "id": "utilizationCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["utilHeading", "utilBar1", "utilBar2", "utilBar3", "utilBar4", "utilBar5"]
+        },
+        {
+          "id": "utilHeading",
+          "component": "Heading",
+          "text": "Team Utilization",
+          "level": "h3"
+        },
+        { "id": "utilBar1", "component": "Progress", "value": 92, "label": "Engineering — 92%" },
+        { "id": "utilBar2", "component": "Progress", "value": 78, "label": "Design — 78%" },
+        { "id": "utilBar3", "component": "Progress", "value": 85, "label": "QA — 85%" },
+        { "id": "utilBar4", "component": "Progress", "value": 64, "label": "Data — 64%" },
+        { "id": "utilBar5", "component": "Progress", "value": 97, "label": "DevOps — 97%" },
+
+        {
+          "id": "milestonesRisksRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["overdueMilestonesCard", "risksCard"]
+        },
+
+        {
+          "id": "overdueMilestonesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["overdueHeading", "overdueTable"]
+        },
+        {
+          "id": "overdueHeading",
+          "component": "Heading",
+          "text": "Overdue Milestones",
+          "level": "h3"
+        },
+        {
+          "id": "overdueTable",
+          "component": "Table",
+          "columns": ["omMilestone", "omProject", "omDue", "omDaysLate"]
+        },
+        {
+          "id": "omMilestone",
+          "component": "Col",
+          "label": "Milestone",
+          "type": "string",
+          "data": ["Data Cutover", "Beta Release", "Security Audit"]
+        },
+        {
+          "id": "omProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Atlas Migration", "Beacon Mobile", "Echo Payments"]
+        },
+        {
+          "id": "omDue",
+          "component": "Col",
+          "label": "Was Due",
+          "type": "string",
+          "data": ["2024-06-05", "2024-06-01", "2024-05-28"]
+        },
+        {
+          "id": "omDaysLate",
+          "component": "Col",
+          "label": "Days Late",
+          "type": "number",
+          "data": [9, 13, 17]
+        },
+
+        {
+          "id": "risksCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["risksHeading", "risksList"]
+        },
+        {
+          "id": "risksHeading",
+          "component": "Heading",
+          "text": "Risks by Severity",
+          "level": "h3"
+        },
+        {
+          "id": "risksList",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risk1", "risk2", "risk3", "risk4"]
+        },
+        {
+          "id": "risk1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Critical — Payment gateway compliance gap (Echo)",
+          "description": "PCI certification blocked; may delay launch by 3+ weeks."
+        },
+        {
+          "id": "risk2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "High — Vendor API instability (Beacon)",
+          "description": "Third-party outages causing repeated integration failures."
+        },
+        {
+          "id": "risk3",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Medium — Key architect on leave (Atlas)",
+          "description": "Knowledge concentration risk during data cutover phase."
+        },
+        {
+          "id": "risk4",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Low — Scope creep on reporting module (Cobalt)",
+          "description": "Stakeholder requests trending above baseline; monitoring."
+        },
+
+        {
+          "id": "deadlinesPaceRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["deadlinesCard", "paceCard"]
+        },
+
+        {
+          "id": "deadlinesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["deadlinesHeading", "deadlinesList"]
+        },
+        {
+          "id": "deadlinesHeading",
+          "component": "Heading",
+          "text": "Deadlines — Next Two Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "deadlinesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dl1", "dl2", "dl3", "dl4"]
+        },
+        {
+          "id": "dl1",
+          "component": "ListItem",
+          "title": "Echo Payments — Go-Live Gate",
+          "subtitle": "Due Jun 20 · Owner: M. Osei"
+        },
+        {
+          "id": "dl2",
+          "component": "ListItem",
+          "title": "Atlas Migration — Final Deadline",
+          "subtitle": "Due Jun 28 · Owner: R. Mehta"
+        },
+        {
+          "id": "dl3",
+          "component": "ListItem",
+          "title": "Cobalt Analytics — Release Deadline",
+          "subtitle": "Due Jun 30 · Owner: J. Park"
+        },
+        {
+          "id": "dl4",
+          "component": "ListItem",
+          "title": "Falcon Portal — Phase 1 Deadline",
+          "subtitle": "Due Jul 05 · Owner: A. Rossi"
+        },
+
+        {
+          "id": "paceCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["paceHeading", "paceChart"]
+        },
+        {
+          "id": "paceHeading",
+          "component": "Heading",
+          "text": "Delivery Pace — Last 6 Sprints",
+          "level": "h3"
+        },
+        {
+          "id": "paceChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Sprint",
+          "yLabel": "Story Points",
+          "labels": ["S1", "S2", "S3", "S4", "S5", "S6"],
+          "series": ["paceCommitted", "paceCompleted"]
+        },
+        {
+          "id": "paceCommitted",
+          "component": "Series",
+          "category": "Committed",
+          "values": [120, 125, 130, 128, 132, 135]
+        },
+        {
+          "id": "paceCompleted",
+          "component": "Series",
+          "category": "Completed",
+          "values": [110, 118, 112, 124, 120, 129]
+        },
+
+        {
+          "id": "blockedSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["blockedHeading", "blockedTable"]
+        },
+        {
+          "id": "blockedHeading",
+          "component": "Heading",
+          "text": "Blocked Work Items",
+          "level": "h3"
+        },
+        {
+          "id": "blockedTable",
+          "component": "Table",
+          "columns": ["blkId", "blkItem", "blkProject", "blkBlockedBy", "blkDays"]
+        },
+        {
+          "id": "blkId",
+          "component": "Col",
+          "label": "ID",
+          "type": "string",
+          "data": ["JIRA-4821", "JIRA-4790", "JIRA-4855", "JIRA-4812"]
+        },
+        {
+          "id": "blkItem",
+          "component": "Col",
+          "label": "Work Item",
+          "type": "string",
+          "data": ["Tokenization service", "Push notification SDK", "Warehouse ETL job", "SSO integration"]
+        },
+        {
+          "id": "blkProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Echo Payments", "Beacon Mobile", "Cobalt Analytics", "Delta CRM"]
+        },
+        {
+          "id": "blkBlockedBy",
+          "component": "Col",
+          "label": "Blocked By",
+          "type": "string",
+          "data": ["Compliance sign-off", "Vendor API access", "Infra provisioning", "IdP config"]
+        },
+        {
+          "id": "blkDays",
+          "component": "Col",
+          "label": "Days Blocked",
+          "type": "number",
+          "data": [11, 6, 8, 4]
+        },
+
+        {
+          "id": "footerActions",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["footerHeading", "footerButtonsRow"]
+        },
+        {
+          "id": "footerHeading",
+          "component": "Heading",
+          "text": "Portfolio Actions",
+          "level": "h4"
+        },
+        {
+          "id": "footerButtonsRow",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["requestPeopleBtn", "archiveBtn", "exportBtn2"]
+        },
+        {
+          "id": "requestPeopleBtn",
+          "component": "DialogBlock",
+          "triggerLabel": "Request More People",
+          "triggerVariant": "default",
+          "title": "Request Additional Staffing",
+          "description": "Submit a resourcing request for a project.",
+          "content": ["staffForm"]
+        },
+        {
+          "id": "staffForm",
+          "component": "Form",
+          "name": "staffingRequest",
+          "buttons": "staffFormButtons",
+          "fields": ["staffProjectControl", "staffRoleControl", "staffCountControl", "staffNotesControl"]
+        },
+        {
+          "id": "staffProjectControl",
+          "component": "FormControl",
+          "label": "Project",
+          "input": "staffProjectSelect"
+        },
+        {
+          "id": "staffProjectSelect",
+          "component": "Select",
+          "name": "project",
+          "placeholder": "Select a project",
+          "items": ["sp1", "sp2", "sp3", "sp4", "sp5"]
+        },
+        { "id": "sp1", "component": "SelectItem", "value": "echo", "label": "Echo Payments" },
+        { "id": "sp2", "component": "SelectItem", "value": "beacon", "label": "Beacon Mobile" },
+        { "id": "sp3", "component": "SelectItem", "value": "atlas", "label": "Atlas Migration" },
+        { "id": "sp4", "component": "SelectItem", "value": "cobalt", "label": "Cobalt Analytics" },
+        { "id": "sp5", "component": "SelectItem", "value": "falcon", "label": "Falcon Portal" },
+        {
+          "id": "staffRoleControl",
+          "component": "FormControl",
+          "label": "Role Needed",
+          "input": "staffRoleInput"
+        },
+        {
+          "id": "staffRoleInput",
+          "component": "Input",
+          "name": "role",
+          "type": "text",
+          "placeholder": "e.g. Backend Engineer"
+        },
+        {
+          "id": "staffCountControl",
+          "component": "FormControl",
+          "label": "Number of People",
+          "input": "staffCountInput"
+        },
+        {
+          "id": "staffCountInput",
+          "component": "Input",
+          "name": "count",
+          "type": "number",
+          "placeholder": "e.g. 2"
+        },
+        {
+          "id": "staffNotesControl",
+          "component": "FormControl",
+          "label": "Justification",
+          "input": "staffNotesInput"
+        },
+        {
+          "id": "staffNotesInput",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 3,
+          "placeholder": "Why is this staffing needed?"
+        },
+        {
+          "id": "staffFormButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["staffSubmitBtn"]
+        },
+        {
+          "id": "staffSubmitBtn",
+          "component": "Button",
+          "label": "Submit Request",
+          "variant": "primary",
+          "action": ["submitStaffingRequest"]
+        },
+        {
+          "id": "archiveBtn",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Finished Project",
+          "triggerVariant": "outline",
+          "title": "Archive Project",
+          "description": "Archiving moves a completed project out of the active portfolio. This can be reversed by an administrator.",
+          "confirmLabel": "Archive Project",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "exportBtn2",
+          "component": "Button",
+          "label": "Export Review (PDF)",
+          "variant": "secondary",
+          "action": ["exportPortfolioReview"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered requirement:
+
+1. **Active projects** — table with owner, deadline, and health per project
+2. **Overdue milestones** — dedicated table with days-late
+3. **Budget spent vs. allocation** — grouped bar chart per project
+4. **Team utilization** — progress bars per discipline
+5. **Risks with severity** — color-coded alerts (Critical/High/Medium/Low)
+6. **Deadlines in next two weeks** — numbered list
+7. **Delivery pace over six sprints** — committed vs. completed line chart
+8. **Blocked work items** — table with blocker and days-blocked
+9. **One-line health summary** — top callout banner
+10. **View a different quarter** — quarter selector + Load button
+11. **Request more people** — dialog with a staffing request form
+12. **Export the review** — Export buttons (top and footer)
+13. **Archive a finished project** — confirm/cancel alert dialog
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..c4c5f51dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r2.txt
@@ -0,0 +1,613 @@
+Here's a comprehensive PMO Project Portfolio Review screen covering all 13 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "PMO Portfolio Review" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "toolbar",
+            "healthSummary",
+            "activeProjectsSection",
+            "budgetSection",
+            "utilizationPaceRow",
+            "milestonesRisksRow",
+            "deadlinesBlockedRow",
+            "actionsSection"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Portfolio Review — Q2 2024",
+          "subtitle": "Quarterly PMO project portfolio review"
+        },
+        {
+          "id": "toolbar",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["quarterPickerControl", "toolbarButtons"]
+        },
+        {
+          "id": "quarterPickerControl",
+          "component": "FormControl",
+          "label": "Viewing Quarter",
+          "hint": "Switch to review a different quarter",
+          "input": "quarterSelect"
+        },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q2-2024",
+          "size": "medium",
+          "items": ["qItemQ1", "qItemQ2", "qItemQ3", "qItemQ4", "qItemQ12023"]
+        },
+        { "id": "qItemQ12023", "component": "SelectItem", "value": "q1-2023", "label": "Q1 2023" },
+        { "id": "qItemQ1", "component": "SelectItem", "value": "q1-2024", "label": "Q1 2024" },
+        { "id": "qItemQ2", "component": "SelectItem", "value": "q2-2024", "label": "Q2 2024" },
+        { "id": "qItemQ3", "component": "SelectItem", "value": "q3-2024", "label": "Q3 2024" },
+        { "id": "qItemQ4", "component": "SelectItem", "value": "q4-2024", "label": "Q4 2024" },
+        {
+          "id": "toolbarButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["exportBtn", "requestPeopleDrawerBtn"]
+        },
+        {
+          "id": "exportBtn",
+          "component": "Button",
+          "label": "Export Review",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["exportPortfolioReview"]
+        },
+        {
+          "id": "requestPeopleDrawerBtn",
+          "component": "DrawerBlock",
+          "triggerLabel": "Request More People",
+          "title": "Request Additional Team Members",
+          "description": "Submit a staffing request for a project",
+          "content": ["staffingForm"]
+        },
+        {
+          "id": "healthSummary",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Portfolio Health: At Risk",
+          "description": "6 active projects — 3 healthy, 2 at risk, 1 critical; 4 overdue milestones and budget tracking 8% over plan."
+        },
+        {
+          "id": "activeProjectsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activeProjectsHeading", "activeProjectsTable"]
+        },
+        {
+          "id": "activeProjectsHeading",
+          "component": "Heading",
+          "text": "Active Projects",
+          "level": "h3"
+        },
+        {
+          "id": "activeProjectsTable",
+          "component": "Table",
+          "columns": ["colProject", "colOwner", "colDeadline", "colHealth"]
+        },
+        {
+          "id": "colProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Apollo CRM", "Orion Mobile", "Helios Billing", "Nova Analytics", "Titan Migration", "Zephyr Portal"]
+        },
+        {
+          "id": "colOwner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["S. Patel", "M. Chen", "R. Okoro", "L. Ferreira", "D. Novak", "A. Silva"]
+        },
+        {
+          "id": "colDeadline",
+          "component": "Col",
+          "label": "Deadline",
+          "type": "string",
+          "data": ["2024-06-28", "2024-06-15", "2024-07-05", "2024-06-20", "2024-06-12", "2024-07-18"]
+        },
+        {
+          "id": "colHealth",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["Healthy", "At Risk", "Healthy", "At Risk", "Critical", "Healthy"]
+        },
+        {
+          "id": "budgetSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["budgetHeading", "budgetChart", "budgetNote"]
+        },
+        {
+          "id": "budgetHeading",
+          "component": "Heading",
+          "text": "Budget Spent vs Allocation (per Project, $K)",
+          "level": "h3"
+        },
+        {
+          "id": "budgetChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "USD (thousands)",
+          "labels": ["Apollo", "Orion", "Helios", "Nova", "Titan", "Zephyr"],
+          "series": ["budgetAllocatedSeries", "budgetSpentSeries"]
+        },
+        {
+          "id": "budgetAllocatedSeries",
+          "component": "Series",
+          "category": "Allocated",
+          "values": [500, 300, 420, 260, 600, 350]
+        },
+        {
+          "id": "budgetSpentSeries",
+          "component": "Series",
+          "category": "Spent",
+          "values": [410, 310, 300, 250, 640, 180]
+        },
+        {
+          "id": "budgetNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Titan Migration is **over budget** ($640K spent / $600K allocated). Orion Mobile is trending slightly over."
+        },
+        {
+          "id": "utilizationPaceRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["utilizationCard", "paceCard"]
+        },
+        {
+          "id": "utilizationCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["utilHeading", "utilChart", "utilBars"]
+        },
+        {
+          "id": "utilHeading",
+          "component": "Heading",
+          "text": "Team Utilization",
+          "level": "h3"
+        },
+        {
+          "id": "utilChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Utilization %",
+          "yLabel": "Team",
+          "labels": ["Engineering", "Design", "QA", "Data", "PMO"],
+          "series": ["utilSeries"]
+        },
+        {
+          "id": "utilSeries",
+          "component": "Series",
+          "category": "Utilization %",
+          "values": [92, 78, 88, 95, 70]
+        },
+        {
+          "id": "utilBars",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["utilProgEng", "utilProgData"]
+        },
+        {
+          "id": "utilProgEng",
+          "component": "Progress",
+          "value": 92,
+          "label": "Engineering (near capacity)"
+        },
+        {
+          "id": "utilProgData",
+          "component": "Progress",
+          "value": 95,
+          "label": "Data (over-allocated)"
+        },
+        {
+          "id": "paceCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["paceHeading", "paceChart"]
+        },
+        {
+          "id": "paceHeading",
+          "component": "Heading",
+          "text": "Delivery Pace — Last 6 Sprints",
+          "level": "h3"
+        },
+        {
+          "id": "paceChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Sprint",
+          "yLabel": "Story Points Completed",
+          "labels": ["S-19", "S-20", "S-21", "S-22", "S-23", "S-24"],
+          "series": ["paceCommittedSeries", "paceCompletedSeries"]
+        },
+        {
+          "id": "paceCommittedSeries",
+          "component": "Series",
+          "category": "Committed",
+          "values": [80, 85, 82, 90, 88, 92]
+        },
+        {
+          "id": "paceCompletedSeries",
+          "component": "Series",
+          "category": "Completed",
+          "values": [72, 79, 68, 84, 74, 80]
+        },
+        {
+          "id": "milestonesRisksRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["overdueMilestonesCard", "risksCard"]
+        },
+        {
+          "id": "overdueMilestonesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["overdueHeading", "overdueTable"]
+        },
+        {
+          "id": "overdueHeading",
+          "component": "Heading",
+          "text": "Overdue Milestones",
+          "level": "h3"
+        },
+        {
+          "id": "overdueTable",
+          "component": "Table",
+          "columns": ["odMilestone", "odProject", "odDue", "odDaysLate"]
+        },
+        {
+          "id": "odMilestone",
+          "component": "Col",
+          "label": "Milestone",
+          "type": "string",
+          "data": ["Data model sign-off", "Beta release", "Payment gateway", "UAT completion"]
+        },
+        {
+          "id": "odProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Titan Migration", "Orion Mobile", "Helios Billing", "Nova Analytics"]
+        },
+        {
+          "id": "odDue",
+          "component": "Col",
+          "label": "Was Due",
+          "type": "string",
+          "data": ["2024-05-20", "2024-05-28", "2024-06-01", "2024-06-03"]
+        },
+        {
+          "id": "odDaysLate",
+          "component": "Col",
+          "label": "Days Late",
+          "type": "number",
+          "data": [21, 13, 9, 7]
+        },
+        {
+          "id": "risksCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risksHeading", "risksTable"]
+        },
+        {
+          "id": "risksHeading",
+          "component": "Heading",
+          "text": "Risks by Severity",
+          "level": "h3"
+        },
+        {
+          "id": "risksTable",
+          "component": "Table",
+          "columns": ["riskDesc", "riskProject", "riskSeverity"]
+        },
+        {
+          "id": "riskDesc",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Legacy data corruption during migration", "Key vendor dependency slipping", "Scope creep on analytics", "Onboarding delays for new hires"]
+        },
+        {
+          "id": "riskProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Titan Migration", "Helios Billing", "Nova Analytics", "Zephyr Portal"]
+        },
+        {
+          "id": "riskSeverity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["Critical", "High", "Medium", "Low"]
+        },
+        {
+          "id": "deadlinesBlockedRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["deadlinesCard", "blockedCard"]
+        },
+        {
+          "id": "deadlinesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["deadlinesHeading", "deadlinesList"]
+        },
+        {
+          "id": "deadlinesHeading",
+          "component": "Heading",
+          "text": "Deadlines — Next 2 Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "deadlinesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dl1", "dl2", "dl3", "dl4"]
+        },
+        {
+          "id": "dl1",
+          "component": "ListItem",
+          "title": "Titan Migration — Cutover rehearsal",
+          "subtitle": "Due Jun 12 (in 3 days)"
+        },
+        {
+          "id": "dl2",
+          "component": "ListItem",
+          "title": "Orion Mobile — Store submission",
+          "subtitle": "Due Jun 15 (in 6 days)"
+        },
+        {
+          "id": "dl3",
+          "component": "ListItem",
+          "title": "Nova Analytics — Dashboard launch",
+          "subtitle": "Due Jun 20 (in 11 days)"
+        },
+        {
+          "id": "dl4",
+          "component": "ListItem",
+          "title": "Apollo CRM — Release candidate",
+          "subtitle": "Due Jun 21 (in 12 days)"
+        },
+        {
+          "id": "blockedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["blockedHeading", "blockedList"]
+        },
+        {
+          "id": "blockedHeading",
+          "component": "Heading",
+          "text": "Blocked Work Items",
+          "level": "h3"
+        },
+        {
+          "id": "blockedList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["blk1", "blk2", "blk3"]
+        },
+        {
+          "id": "blk1",
+          "component": "ListItem",
+          "title": "TITAN-482 — Schema conversion script",
+          "subtitle": "Blocked by infra provisioning · 6 days"
+        },
+        {
+          "id": "blk2",
+          "component": "ListItem",
+          "title": "HELIOS-119 — Gateway credentials",
+          "subtitle": "Blocked awaiting vendor · 4 days"
+        },
+        {
+          "id": "blk3",
+          "component": "ListItem",
+          "title": "NOVA-203 — Data warehouse access",
+          "subtitle": "Blocked by security review · 3 days"
+        },
+        {
+          "id": "actionsSection",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["actionsHeading", "archiveArea"]
+        },
+        {
+          "id": "actionsHeading",
+          "component": "Heading",
+          "text": "Portfolio Actions",
+          "level": "h3"
+        },
+        {
+          "id": "archiveArea",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["archiveInfo", "archiveDialog"]
+        },
+        {
+          "id": "archiveInfo",
+          "component": "TextContent",
+          "size": "default",
+          "weight": 1,
+          "text": "**Helios Billing** is marked delivery-complete. You can archive finished projects to remove them from the active portfolio."
+        },
+        {
+          "id": "archiveDialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Finished Project",
+          "triggerVariant": "outline",
+          "title": "Archive Project?",
+          "description": "This will move 'Helios Billing' to the archive and remove it from active portfolio tracking. This action can be reversed by an admin.",
+          "confirmLabel": "Archive Project",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "staffingForm",
+          "component": "Form",
+          "name": "staffingRequest",
+          "buttons": "staffingFormButtons",
+          "fields": ["staffProjectControl", "staffRoleControl", "staffCountControl", "staffJustifyControl"]
+        },
+        {
+          "id": "staffProjectControl",
+          "component": "FormControl",
+          "label": "Project",
+          "input": "staffProjectSelect"
+        },
+        {
+          "id": "staffProjectSelect",
+          "component": "Select",
+          "name": "project",
+          "placeholder": "Select a project",
+          "items": ["spApollo", "spOrion", "spHelios", "spNova", "spTitan", "spZephyr"]
+        },
+        { "id": "spApollo", "component": "SelectItem", "value": "apollo", "label": "Apollo CRM" },
+        { "id": "spOrion", "component": "SelectItem", "value": "orion", "label": "Orion Mobile" },
+        { "id": "spHelios", "component": "SelectItem", "value": "helios", "label": "Helios Billing" },
+        { "id": "spNova", "component": "SelectItem", "value": "nova", "label": "Nova Analytics" },
+        { "id": "spTitan", "component": "SelectItem", "value": "titan", "label": "Titan Migration" },
+        { "id": "spZephyr", "component": "SelectItem", "value": "zephyr", "label": "Zephyr Portal" },
+        {
+          "id": "staffRoleControl",
+          "component": "FormControl",
+          "label": "Role Needed",
+          "input": "staffRoleInput"
+        },
+        {
+          "id": "staffRoleInput",
+          "component": "Input",
+          "name": "role",
+          "type": "text",
+          "placeholder": "e.g. Backend Engineer, QA Analyst"
+        },
+        {
+          "id": "staffCountControl",
+          "component": "FormControl",
+          "label": "Number of People",
+          "input": "staffCountInput"
+        },
+        {
+          "id": "staffCountInput",
+          "component": "Input",
+          "name": "headcount",
+          "type": "number",
+          "placeholder": "1"
+        },
+        {
+          "id": "staffJustifyControl",
+          "component": "FormControl",
+          "label": "Justification",
+          "hint": "Briefly explain why the additional staffing is needed",
+          "input": "staffJustifyArea"
+        },
+        {
+          "id": "staffJustifyArea",
+          "component": "TextArea",
+          "name": "justification",
+          "rows": 3,
+          "placeholder": "e.g. Titan Migration is critical and behind schedule due to infra blockers..."
+        },
+        {
+          "id": "staffingFormButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["staffingSubmitBtn"]
+        },
+        {
+          "id": "staffingSubmitBtn",
+          "component": "Button",
+          "label": "Submit Request",
+          "variant": "primary",
+          "action": ["submitStaffingRequest"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 13 requirements:
+
+1. **Active projects** — table with owner, deadline, and health status
+2. **Overdue milestones** — table with days late
+3. **Budget spent vs allocation** — grouped bar chart per project
+4. **Team utilization** — horizontal bar chart plus progress bars for near-capacity teams
+5. **Risks with severity** — table showing severity levels
+6. **Deadlines next two weeks** — numbered list
+7. **Delivery pace over six sprints** — line chart (committed vs completed)
+8. **Blocked work items** — numbered list with block reasons and duration
+9. **One-line health summary** — the warning Alert banner at top
+10. **Different quarter** — quarter Select in the toolbar
+11. **Request more people** — Drawer with a staffing request form
+12. **Export the review** — Export button in the toolbar
+13. **Archive a finished project** — Alert dialog with confirm/cancel
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..09f1433e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,511 @@
+Here's a comprehensive PMO Portfolio Review screen covering all 13 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-review",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "controls", "healthSummary", "tabs"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Portfolio Review — Q3 2024",
+          "subtitle": "Program Management Office · Portfolio Health & Delivery"
+        },
+        {
+          "id": "controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "wrap": true,
+          "children": ["quarterSelect", "actionButtons"]
+        },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select quarter",
+          "value": "q3-2024",
+          "size": "medium",
+          "items": ["q1-2024", "q2-2024", "q3-2024", "q4-2024"]
+        },
+        {
+          "id": "q1-2024",
+          "component": "SelectItem",
+          "value": "q1-2024",
+          "label": "Q1 2024"
+        },
+        {
+          "id": "q2-2024",
+          "component": "SelectItem",
+          "value": "q2-2024",
+          "label": "Q2 2024"
+        },
+        {
+          "id": "q3-2024",
+          "component": "SelectItem",
+          "value": "q3-2024",
+          "label": "Q3 2024"
+        },
+        {
+          "id": "q4-2024",
+          "component": "SelectItem",
+          "value": "q4-2024",
+          "label": "Q4 2024"
+        },
+        {
+          "id": "actionButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["exportBtn", "requestPeopleBtn", "archiveBtn"]
+        },
+        {
+          "id": "exportBtn",
+          "component": "Button",
+          "label": "Export Review",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["export_portfolio_review"]
+        },
+        {
+          "id": "requestPeopleBtn",
+          "component": "Button",
+          "label": "Request People",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["request_additional_staff"]
+        },
+        {
+          "id": "archiveBtn",
+          "component": "Button",
+          "label": "Archive Project",
+          "variant": "tertiary",
+          "type": "destructive",
+          "size": "medium",
+          "action": ["archive_completed_project"]
+        },
+        {
+          "id": "healthSummary",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Portfolio Health: At Risk",
+          "description": "6 of 8 projects on track · 2 flagged for slippage · budget 71% consumed at 68% of timeline · 3 critical risks open."
+        },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tabProjects", "tabDelivery", "tabRisks", "tabTeam"]
+        },
+        {
+          "id": "tabProjects",
+          "component": "TabItem",
+          "value": "projects",
+          "trigger": "Projects & Budget",
+          "content": ["activeProjectsCard", "budgetCard", "milestonesCard", "deadlinesCard"]
+        },
+        {
+          "id": "activeProjectsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activeProjectsHeading", "activeProjectsTable"]
+        },
+        {
+          "id": "activeProjectsHeading",
+          "component": "Heading",
+          "text": "Active Projects",
+          "level": "h3"
+        },
+        {
+          "id": "activeProjectsTable",
+          "component": "Table",
+          "columns": ["colProjName", "colOwner", "colDeadline", "colHealth"]
+        },
+        {
+          "id": "colProjName",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Apollo Migration", "Beacon Mobile", "Cirrus Analytics", "Delta CRM", "Echo Portal", "Falcon Billing", "Gamma Search", "Helix Data Lake"]
+        },
+        {
+          "id": "colOwner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["S. Kapoor", "M. Lopez", "J. Chen", "R. Okafor", "T. Nguyen", "A. Weiss", "L. Petrov", "D. Ahmed"]
+        },
+        {
+          "id": "colDeadline",
+          "component": "Col",
+          "label": "Deadline",
+          "type": "string",
+          "data": ["Oct 15", "Sep 30", "Nov 22", "Oct 08", "Dec 01", "Sep 25", "Nov 10", "Oct 30"]
+        },
+        {
+          "id": "colHealth",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "At Risk", "On Track", "Critical", "On Track", "On Track"]
+        },
+        {
+          "id": "budgetCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["budgetHeading", "budgetChart", "budgetNote"]
+        },
+        {
+          "id": "budgetHeading",
+          "component": "Heading",
+          "text": "Budget Spent vs. Allocation ($K)",
+          "level": "h3"
+        },
+        {
+          "id": "budgetChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "USD (thousands)",
+          "labels": ["Apollo", "Beacon", "Cirrus", "Delta", "Echo", "Falcon", "Gamma", "Helix"],
+          "series": ["budgetAllocated", "budgetSpent"]
+        },
+        {
+          "id": "budgetAllocated",
+          "component": "Series",
+          "category": "Allocated",
+          "values": [800, 450, 600, 520, 700, 380, 550, 900]
+        },
+        {
+          "id": "budgetSpent",
+          "component": "Series",
+          "category": "Spent",
+          "values": [640, 420, 390, 495, 410, 375, 300, 610]
+        },
+        {
+          "id": "budgetNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Falcon Billing and Delta CRM are consuming budget faster than planned progress."
+        },
+        {
+          "id": "milestonesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["milestonesAlert", "milestonesTable"]
+        },
+        {
+          "id": "milestonesAlert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Overdue Milestones",
+          "description": "4 milestones have passed their target date and require immediate attention."
+        },
+        {
+          "id": "milestonesTable",
+          "component": "Table",
+          "columns": ["colMsProject", "colMsName", "colMsDue", "colMsDays"]
+        },
+        {
+          "id": "colMsProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Beacon Mobile", "Falcon Billing", "Delta CRM", "Falcon Billing"]
+        },
+        {
+          "id": "colMsName",
+          "component": "Col",
+          "label": "Milestone",
+          "type": "string",
+          "data": ["Beta Release", "Payment Gateway Cert", "Data Migration", "UAT Sign-off"]
+        },
+        {
+          "id": "colMsDue",
+          "component": "Col",
+          "label": "Due",
+          "type": "string",
+          "data": ["Sep 10", "Sep 05", "Sep 12", "Aug 28"]
+        },
+        {
+          "id": "colMsDays",
+          "component": "Col",
+          "label": "Days Overdue",
+          "type": "number",
+          "data": [8, 13, 6, 21]
+        },
+        {
+          "id": "deadlinesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["deadlinesHeading", "deadlinesList"]
+        },
+        {
+          "id": "deadlinesHeading",
+          "component": "Heading",
+          "text": "Deadlines — Next Two Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "deadlinesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dl1", "dl2", "dl3", "dl4"]
+        },
+        {
+          "id": "dl1",
+          "component": "ListItem",
+          "title": "Falcon Billing — Go-Live Freeze",
+          "subtitle": "Due Sep 25 · Owner A. Weiss"
+        },
+        {
+          "id": "dl2",
+          "component": "ListItem",
+          "title": "Beacon Mobile — App Store Submission",
+          "subtitle": "Due Sep 30 · Owner M. Lopez"
+        },
+        {
+          "id": "dl3",
+          "component": "ListItem",
+          "title": "Delta CRM — Phase 1 Cutover",
+          "subtitle": "Due Oct 08 · Owner R. Okafor"
+        },
+        {
+          "id": "dl4",
+          "component": "ListItem",
+          "title": "Apollo Migration — Prod Validation",
+          "subtitle": "Due Oct 15 · Owner S. Kapoor"
+        },
+        {
+          "id": "tabDelivery",
+          "component": "TabItem",
+          "value": "delivery",
+          "trigger": "Delivery Pace",
+          "content": ["paceCard", "blockedCard"]
+        },
+        {
+          "id": "paceCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["paceHeading", "paceChart"]
+        },
+        {
+          "id": "paceHeading",
+          "component": "Heading",
+          "text": "Delivery Pace — Last Six Sprints",
+          "level": "h3"
+        },
+        {
+          "id": "paceChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Sprint",
+          "yLabel": "Story Points",
+          "labels": ["S19", "S20", "S21", "S22", "S23", "S24"],
+          "series": ["paceCommitted", "paceCompleted"]
+        },
+        {
+          "id": "paceCommitted",
+          "component": "Series",
+          "category": "Committed",
+          "values": [120, 125, 130, 128, 132, 135]
+        },
+        {
+          "id": "paceCompleted",
+          "component": "Series",
+          "category": "Completed",
+          "values": [110, 118, 105, 122, 112, 119]
+        },
+        {
+          "id": "blockedCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["blockedAlert", "blockedTable"]
+        },
+        {
+          "id": "blockedAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Blocked Work Items",
+          "description": "5 items are currently blocked across the portfolio."
+        },
+        {
+          "id": "blockedTable",
+          "component": "Table",
+          "columns": ["colBlkId", "colBlkProject", "colBlkReason", "colBlkAge"]
+        },
+        {
+          "id": "colBlkId",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["APOL-412", "DELT-88", "FALC-201", "BEAC-350", "HELX-77"]
+        },
+        {
+          "id": "colBlkProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Apollo Migration", "Delta CRM", "Falcon Billing", "Beacon Mobile", "Helix Data Lake"]
+        },
+        {
+          "id": "colBlkReason",
+          "component": "Col",
+          "label": "Blocker",
+          "type": "string",
+          "data": ["Awaiting infra approval", "Vendor API delay", "Security review pending", "Design assets missing", "Data access request"]
+        },
+        {
+          "id": "colBlkAge",
+          "component": "Col",
+          "label": "Days Blocked",
+          "type": "number",
+          "data": [9, 4, 12, 3, 7]
+        },
+        {
+          "id": "tabRisks",
+          "component": "TabItem",
+          "value": "risks",
+          "trigger": "Risks",
+          "content": ["risksCard"]
+        },
+        {
+          "id": "risksCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risksHeading", "risksTable"]
+        },
+        {
+          "id": "risksHeading",
+          "component": "Heading",
+          "text": "Portfolio Risks",
+          "level": "h3"
+        },
+        {
+          "id": "risksTable",
+          "component": "Table",
+          "columns": ["colRiskProject", "colRiskDesc", "colRiskSeverity", "colRiskMit"]
+        },
+        {
+          "id": "colRiskProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Falcon Billing", "Delta CRM", "Beacon Mobile", "Apollo Migration", "Helix Data Lake"]
+        },
+        {
+          "id": "colRiskDesc",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Payment cert delay may miss go-live", "Data migration integrity gaps", "App store rejection risk", "Legacy system cutover downtime", "Compliance approval uncertainty"]
+        },
+        {
+          "id": "colRiskSeverity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["Critical", "High", "Medium", "High", "Medium"]
+        },
+        {
+          "id": "colRiskMit",
+          "component": "Col",
+          "label": "Mitigation",
+          "type": "string",
+          "data": ["Escalated to vendor exec", "Added QA validation gate", "Pre-review with store contact", "Rehearsal cutover scheduled", "Weekly compliance sync"]
+        },
+        {
+          "id": "tabTeam",
+          "component": "TabItem",
+          "value": "team",
+          "trigger": "Team Utilization",
+          "content": ["utilCard"]
+        },
+        {
+          "id": "utilCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["utilHeading", "utilChart", "utilNote"]
+        },
+        {
+          "id": "utilHeading",
+          "component": "Heading",
+          "text": "Team Utilization (%)",
+          "level": "h3"
+        },
+        {
+          "id": "utilChart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Utilization %",
+          "yLabel": "Team",
+          "labels": ["Platform", "Mobile", "Analytics", "CRM", "Billing", "Data"],
+          "series": ["utilSeries"]
+        },
+        {
+          "id": "utilSeries",
+          "component": "Series",
+          "category": "Utilization",
+          "values": [88, 102, 74, 95, 110, 82]
+        },
+        {
+          "id": "utilNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Billing (110%) and Mobile (102%) are over-allocated — candidates for additional staffing."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 13 items:
+
+1. **Active projects** — Projects & Budget tab table with owner, deadline, health
+2. **Overdue milestones** — dedicated table with days overdue
+3. **Budget spent vs allocation** — grouped bar chart per project
+4. **Team utilization** — horizontal bar chart in the Team tab
+5. **Risks with severity** — Risks tab table with severity column
+6. **Next two weeks deadlines** — numbered list
+7. **Delivery pace (6 sprints)** — line chart of committed vs completed
+8. **Blocked work items** — table with blocker and age
+9. **One-line health summary** — the warning callout near the top
+10. **Look at a different quarter** — quarter Select dropdown
+11. **Request more people** — "Request People" button
+12. **Export the review** — "Export Review" button
+13. **Archive a finished project** — "Archive Project" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..9b3efbd7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,146 @@
+Here's a comprehensive PMO Portfolio Review screen covering all 13 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "PMO Portfolio Review" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-review",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header-row", "health-summary", "controls-row", "tabs-main"] },
+
+        { "id": "header-row", "component": "CardHeader", "title": "Portfolio Review — Q2 FY25", "subtitle": "Program Management Office · 8 active projects" },
+
+        { "id": "health-summary", "component": "Callout", "variant": "warning", "title": "Portfolio Health: Amber", "description": "6 of 8 projects on track; 2 at risk from overdue milestones and budget overruns. Overall delivery pace steady but team utilization trending high." },
+
+        { "id": "controls-row", "component": "Buttons", "direction": "row", "buttons": ["quarter-select-dialog", "export-btn", "archive-dialog", "request-people-dialog"] },
+
+        { "id": "quarter-select-dialog", "component": "DialogBlock", "triggerLabel": "Change Quarter", "triggerVariant": "outline", "title": "Select Quarter", "description": "View the portfolio for a different reporting period.", "content": ["quarter-form"] },
+        { "id": "quarter-form", "component": "Form", "name": "quarterForm", "buttons": "quarter-form-buttons", "fields": ["quarter-control"] },
+        { "id": "quarter-control", "component": "FormControl", "label": "Quarter", "input": "quarter-input" },
+        { "id": "quarter-input", "component": "Select", "name": "quarter", "placeholder": "Choose a quarter", "items": ["q-q1", "q-q2", "q-q3", "q-q4"] },
+        { "id": "q-q1", "component": "SelectItem", "value": "q1", "label": "Q1 FY25" },
+        { "id": "q-q2", "component": "SelectItem", "value": "q2", "label": "Q2 FY25" },
+        { "id": "q-q3", "component": "SelectItem", "value": "q3", "label": "Q3 FY25" },
+        { "id": "q-q4", "component": "SelectItem", "value": "q4", "label": "Q4 FY25" },
+        { "id": "quarter-form-buttons", "component": "Buttons", "buttons": ["quarter-apply-btn"] },
+        { "id": "quarter-apply-btn", "component": "Button", "label": "Apply", "variant": "primary", "action": ["applyQuarter"] },
+
+        { "id": "export-btn", "component": "Button", "label": "Export Review", "variant": "secondary", "action": ["exportReview"] },
+
+        { "id": "archive-dialog", "component": "DialogBlock", "triggerLabel": "Archive Project", "triggerVariant": "outline", "title": "Archive a Finished Project", "description": "Move a completed project out of the active portfolio.", "content": ["archive-form"] },
+        { "id": "archive-form", "component": "Form", "name": "archiveForm", "buttons": "archive-form-buttons", "fields": ["archive-control"] },
+        { "id": "archive-control", "component": "FormControl", "label": "Completed Project", "input": "archive-input", "hint": "Only completed projects can be archived." },
+        { "id": "archive-input", "component": "Select", "name": "projectToArchive", "placeholder": "Select project", "items": ["arc-atlas", "arc-nova"] },
+        { "id": "arc-atlas", "component": "SelectItem", "value": "atlas", "label": "Project Atlas (Delivered)" },
+        { "id": "arc-nova", "component": "SelectItem", "value": "nova", "label": "Project Nova (Delivered)" },
+        { "id": "archive-form-buttons", "component": "Buttons", "buttons": ["archive-confirm-btn"] },
+        { "id": "archive-confirm-btn", "component": "Button", "label": "Archive", "variant": "primary", "type": "destructive", "action": ["archiveProject"] },
+
+        { "id": "request-people-dialog", "component": "DialogBlock", "triggerLabel": "Request More People", "triggerVariant": "default", "title": "Request Additional Resources", "description": "Submit a staffing request for a project.", "content": ["people-form"] },
+        { "id": "people-form", "component": "Form", "name": "peopleForm", "buttons": "people-form-buttons", "fields": ["people-project-control", "people-role-control", "people-count-control", "people-notes-control"] },
+        { "id": "people-project-control", "component": "FormControl", "label": "Project", "input": "people-project-input" },
+        { "id": "people-project-input", "component": "Select", "name": "project", "placeholder": "Select project", "items": ["pp-orion", "pp-titan", "pp-helios", "pp-vega"] },
+        { "id": "pp-orion", "component": "SelectItem", "value": "orion", "label": "Project Orion" },
+        { "id": "pp-titan", "component": "SelectItem", "value": "titan", "label": "Project Titan" },
+        { "id": "pp-helios", "component": "SelectItem", "value": "helios", "label": "Project Helios" },
+        { "id": "pp-vega", "component": "SelectItem", "value": "vega", "label": "Project Vega" },
+        { "id": "people-role-control", "component": "FormControl", "label": "Role Needed", "input": "people-role-input" },
+        { "id": "people-role-input", "component": "Input", "name": "role", "placeholder": "e.g. Backend Engineer", "type": "text" },
+        { "id": "people-count-control", "component": "FormControl", "label": "Headcount", "input": "people-count-input" },
+        { "id": "people-count-input", "component": "Input", "name": "headcount", "placeholder": "e.g. 2", "type": "number" },
+        { "id": "people-notes-control", "component": "FormControl", "label": "Justification", "input": "people-notes-input" },
+        { "id": "people-notes-input", "component": "TextArea", "name": "notes", "placeholder": "Why is this needed?", "rows": 3 },
+        { "id": "people-form-buttons", "component": "Buttons", "buttons": ["people-submit-btn"] },
+        { "id": "people-submit-btn", "component": "Button", "label": "Submit Request", "variant": "primary", "action": ["requestPeople"] },
+
+        { "id": "tabs-main", "component": "Tabs", "items": ["tab-projects", "tab-budget", "tab-risks-blocks", "tab-delivery"] },
+
+        { "id": "tab-projects", "component": "TabItem", "value": "projects", "trigger": "Projects & Deadlines", "content": ["active-projects-table", "overdue-section", "upcoming-deadlines", "utilization-section"] },
+
+        { "id": "active-projects-table", "component": "Table", "columns": ["col-proj", "col-owner", "col-deadline", "col-health"] },
+        { "id": "col-proj", "component": "Col", "label": "Project", "type": "string", "data": ["Orion", "Titan", "Helios", "Vega"] },
+        { "id": "col-owner", "component": "Col", "label": "Owner", "type": "string", "data": ["A. Sharma", "L. Chen", "M. Okafor", "R. Diaz"] },
+        { "id": "col-deadline", "component": "Col", "label": "Deadline", "type": "string", "data": ["2025-07-15", "2025-06-30", "2025-08-05", "2025-06-25"] },
+        { "id": "col-health", "component": "Col", "label": "Health", "type": "string", "data": ["Green", "Amber", "Green", "Red"] },
+
+        { "id": "overdue-section", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["overdue-heading", "overdue-list"] },
+        { "id": "overdue-heading", "component": "Heading", "text": "Overdue Milestones", "level": "h4" },
+        { "id": "overdue-list", "component": "ListBlock", "variant": "number", "items": ["od-1", "od-2", "od-3"] },
+        { "id": "od-1", "component": "ListItem", "title": "Vega — Beta Release", "subtitle": "Due 2025-06-10 · 9 days overdue" },
+        { "id": "od-2", "component": "ListItem", "title": "Titan — Data Migration Sign-off", "subtitle": "Due 2025-06-12 · 7 days overdue" },
+        { "id": "od-3", "component": "ListItem", "title": "Vega — Security Audit", "subtitle": "Due 2025-06-14 · 5 days overdue" },
+
+        { "id": "upcoming-deadlines", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["upcoming-heading", "upcoming-list"] },
+        { "id": "upcoming-heading", "component": "Heading", "text": "Deadlines in the Next Two Weeks", "level": "h4" },
+        { "id": "upcoming-list", "component": "ListBlock", "variant": "number", "items": ["up-1", "up-2", "up-3", "up-4"] },
+        { "id": "up-1", "component": "ListItem", "title": "Vega — Final QA", "subtitle": "2025-06-25" },
+        { "id": "up-2", "component": "ListItem", "title": "Titan — Go-Live", "subtitle": "2025-06-30" },
+        { "id": "up-3", "component": "ListItem", "title": "Orion — Design Review", "subtitle": "2025-07-02" },
+        { "id": "up-4", "component": "ListItem", "title": "Helios — Prototype Demo", "subtitle": "2025-07-03" },
+
+        { "id": "utilization-section", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["util-heading", "util-chart", "util-orion", "util-titan", "util-helios", "util-vega"] },
+        { "id": "util-heading", "component": "Heading", "text": "Team Utilization", "level": "h4" },
+        { "id": "util-chart", "component": "BarChart", "labels": ["Orion", "Titan", "Helios", "Vega"], "series": ["util-series"], "xLabel": "Team", "yLabel": "Utilization %" },
+        { "id": "util-series", "component": "Series", "category": "Utilization %", "values": [78, 95, 72, 102] },
+        { "id": "util-orion", "component": "Progress", "value": 78, "label": "Orion Team — 78%" },
+        { "id": "util-titan", "component": "Progress", "value": 95, "label": "Titan Team — 95%" },
+        { "id": "util-helios", "component": "Progress", "value": 72, "label": "Helios Team — 72%" },
+        { "id": "util-vega", "component": "Progress", "value": 100, "label": "Vega Team — 102% (over capacity)" },
+
+        { "id": "tab-budget", "component": "TabItem", "value": "budget", "trigger": "Budget", "content": ["budget-heading", "budget-chart", "budget-table"] },
+        { "id": "budget-heading", "component": "Heading", "text": "Budget Spent vs. Allocation", "level": "h4" },
+        { "id": "budget-chart", "component": "BarChart", "labels": ["Orion", "Titan", "Helios", "Vega"], "series": ["budget-alloc", "budget-spent"], "variant": "grouped", "xLabel": "Project", "yLabel": "USD (thousands)" },
+        { "id": "budget-alloc", "component": "Series", "category": "Allocated", "values": [500, 400, 350, 300] },
+        { "id": "budget-spent", "component": "Series", "category": "Spent", "values": [320, 390, 180, 310] },
+        { "id": "budget-table", "component": "Table", "columns": ["bcol-proj", "bcol-alloc", "bcol-spent", "bcol-pct"] },
+        { "id": "bcol-proj", "component": "Col", "label": "Project", "type": "string", "data": ["Orion", "Titan", "Helios", "Vega"] },
+        { "id": "bcol-alloc", "component": "Col", "label": "Allocated ($K)", "type": "number", "data": [500, 400, 350, 300] },
+        { "id": "bcol-spent", "component": "Col", "label": "Spent ($K)", "type": "number", "data": [320, 390, 180, 310] },
+        { "id": "bcol-pct", "component": "Col", "label": "% Used", "type": "string", "data": ["64%", "98%", "51%", "103%"] },
+
+        { "id": "tab-risks-blocks", "component": "TabItem", "value": "risks", "trigger": "Risks & Blockers", "content": ["risks-heading", "risks-table", "blocked-heading", "blocked-list"] },
+        { "id": "risks-heading", "component": "Heading", "text": "Risks by Severity", "level": "h4" },
+        { "id": "risks-table", "component": "Table", "columns": ["rcol-risk", "rcol-proj", "rcol-sev"] },
+        { "id": "rcol-risk", "component": "Col", "label": "Risk", "type": "string", "data": ["Key vendor delay", "Scope creep on reporting", "Under-staffed QA", "Compliance sign-off pending"] },
+        { "id": "rcol-proj", "component": "Col", "label": "Project", "type": "string", "data": ["Titan", "Orion", "Vega", "Vega"] },
+        { "id": "rcol-sev", "component": "Col", "label": "Severity", "type": "string", "data": ["High", "Medium", "High", "Critical"] },
+        { "id": "blocked-heading", "component": "Heading", "text": "Blocked Work Items", "level": "h4" },
+        { "id": "blocked-list", "component": "ListBlock", "variant": "number", "items": ["bl-1", "bl-2", "bl-3"] },
+        { "id": "bl-1", "component": "ListItem", "title": "Vega — Payment gateway integration", "subtitle": "Blocked by vendor API access · 6 days" },
+        { "id": "bl-2", "component": "ListItem", "title": "Titan — Prod DB cutover", "subtitle": "Blocked by security approval · 4 days" },
+        { "id": "bl-3", "component": "ListItem", "title": "Orion — Design system tokens", "subtitle": "Blocked by pending brand review · 2 days" },
+
+        { "id": "tab-delivery", "component": "TabItem", "value": "delivery", "trigger": "Delivery Pace", "content": ["delivery-heading", "delivery-chart"] },
+        { "id": "delivery-heading", "component": "Heading", "text": "Delivery Pace — Last 6 Sprints", "level": "h4" },
+        { "id": "delivery-chart", "component": "LineChart", "labels": ["Sprint 1", "Sprint 2", "Sprint 3", "Sprint 4", "Sprint 5", "Sprint 6"], "series": ["delivery-series"], "variant": "natural", "xLabel": "Sprint", "yLabel": "Story Points Completed" },
+        { "id": "delivery-series", "component": "Series", "category": "Completed Points", "values": [42, 48, 45, 51, 47, 55] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 13 items:
+
+1. **Active projects** — table with owner, deadline & health (Projects tab)
+2. **Overdue milestones** — numbered list (Projects tab)
+3. **Budget spent vs allocation** — grouped bar chart + table (Budget tab)
+4. **Team utilization** — bar chart + per-team progress bars (Projects tab)
+5. **Risks with severity** — table (Risks tab)
+6. **Deadlines next two weeks** — numbered list (Projects tab)
+7. **Delivery pace over 6 sprints** — line chart (Delivery tab)
+8. **Blocked work items** — numbered list (Risks tab)
+9. **One-line portfolio health summary** — Amber callout at top
+10. **Look at a different quarter** — "Change Quarter" dialog
+11. **Request more people** — "Request More People" staffing form
+12. **Export the review** — "Export Review" button
+13. **Archive a finished project** — "Archive Project" dialog
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..5bd2fe571
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r1.txt
@@ -0,0 +1,325 @@
+Here's a comprehensive power network operator's console covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0EA5E9", "agentDisplayName": "GridOps Console" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "alertsCallout", "topRow", "focusRow", "genRow", "plantsCard", "outagesCard", "forecastCard", "maintCard", "actionRow", "followUps"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Regional Grid Operations Console",
+          "subtitle": "Real-time network monitoring \u2014 Updated live"
+        },
+
+        {
+          "id": "alertsCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Live Alert",
+          "description": "14:32 \u2014 Frequency dip detected in North sector (49.91 Hz). Auto-response armed. See Live Alerts panel below."
+        },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["loadCard", "capacityCard", "priceCard", "emissionsCard"]
+        },
+
+        {
+          "id": "loadCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["loadTitle", "loadValue", "loadSub"]
+        },
+        { "id": "loadTitle", "component": "Label", "text": "Current Network Load" },
+        { "id": "loadValue", "component": "Heading", "text": "38,420 MW", "level": "h2" },
+        { "id": "loadSub", "component": "Tag", "text": "+1.8% vs 1h ago", "variant": "info", "size": "sm" },
+
+        {
+          "id": "capacityCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["capTitle", "capProgress", "capTag"]
+        },
+        { "id": "capTitle", "component": "Label", "text": "Capacity Utilization" },
+        { "id": "capProgress", "component": "Progress", "value": 82, "label": "38,420 / 46,900 MW" },
+        { "id": "capTag", "component": "Tag", "text": "82% \u2014 High demand", "variant": "warning", "size": "sm" },
+
+        {
+          "id": "priceCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["priceTitle", "priceValue", "priceSub"]
+        },
+        { "id": "priceTitle", "component": "Label", "text": "Spot Price / MWh" },
+        { "id": "priceValue", "component": "Heading", "text": "$74.20", "level": "h2" },
+        { "id": "priceSub", "component": "Tag", "text": "+$6.10 in last hour", "variant": "danger", "size": "sm" },
+
+        {
+          "id": "emissionsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["emTitle", "emValue", "emSub"]
+        },
+        { "id": "emTitle", "component": "Label", "text": "Emissions Today" },
+        { "id": "emValue", "component": "Heading", "text": "18,240 tCO\u2082", "level": "h2" },
+        { "id": "emSub", "component": "Tag", "text": "0.47 tCO\u2082/MWh intensity", "variant": "success", "size": "sm" },
+
+        {
+          "id": "focusRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "wrap": true,
+          "children": ["focusForm"]
+        },
+        {
+          "id": "focusForm",
+          "component": "Form",
+          "name": "regionFocus",
+          "buttons": "focusBtns",
+          "fields": ["focusControl"]
+        },
+        {
+          "id": "focusControl",
+          "component": "FormControl",
+          "label": "Focus on Region",
+          "hint": "Filter all panels to a single region",
+          "input": "focusSelect"
+        },
+        {
+          "id": "focusSelect",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All regions",
+          "items": ["regAll", "regNorth", "regSouth", "regEast", "regWest", "regCentral"]
+        },
+        { "id": "regAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "regNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "regSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "regEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "regWest", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "regCentral", "component": "SelectItem", "value": "central", "label": "Central" },
+        {
+          "id": "focusBtns",
+          "component": "Buttons",
+          "buttons": ["applyFocusBtn"]
+        },
+        {
+          "id": "applyFocusBtn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "primary",
+          "action": ["applyRegionFocus"]
+        },
+
+        {
+          "id": "genRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["genCard", "alertsPanel"]
+        },
+        {
+          "id": "genCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["genHeader", "genPie"]
+        },
+        { "id": "genHeader", "component": "CardHeader", "title": "Generation Mix by Source", "subtitle": "Share of current output" },
+        {
+          "id": "genPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Natural Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"],
+          "values": [34, 22, 18, 12, 9, 5]
+        },
+
+        {
+          "id": "alertsPanel",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["alertsHeader", "alert1", "alert2", "alert3"]
+        },
+        { "id": "alertsHeader", "component": "CardHeader", "title": "Live Alerts", "subtitle": "Streaming in real time" },
+        { "id": "alert1", "component": "Alert", "variant": "warning", "title": "14:32 \u2014 Frequency Dip", "description": "North sector at 49.91 Hz. Auto-response armed." },
+        { "id": "alert2", "component": "Alert", "variant": "destructive", "title": "14:28 \u2014 Line Trip", "description": "500kV interconnect West\u2013Central offline." },
+        { "id": "alert3", "component": "Alert", "variant": "info", "title": "14:15 \u2014 Load Spike", "description": "East region demand +420 MW in 10 min." },
+
+        {
+          "id": "plantsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["plantsHeader", "plantsTable"]
+        },
+        { "id": "plantsHeader", "component": "CardHeader", "title": "Power Plants \u2014 Output & Status" },
+        {
+          "id": "plantsTable",
+          "component": "Table",
+          "columns": ["colPlant", "colSource", "colOutput", "colStatus"]
+        },
+        { "id": "colPlant", "component": "Col", "label": "Plant", "type": "string", "data": ["Ridgeline CCGT", "Hartwell Nuclear", "Crestwind Farm", "Solaris Array", "Fallbrook Hydro", "Kingsford Coal"] },
+        { "id": "colSource", "component": "Col", "label": "Source", "type": "string", "data": ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"] },
+        { "id": "colOutput", "component": "Col", "label": "Output (MW)", "type": "number", "data": [4200, 3100, 1850, 1240, 900, 720] },
+        { "id": "colStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Online", "Online", "Online", "Curtailed", "Online", "Reduced"] },
+
+        {
+          "id": "outagesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["outHeader", "outTable"]
+        },
+        { "id": "outHeader", "component": "CardHeader", "title": "Active Outages", "subtitle": "Affected regions" },
+        {
+          "id": "outTable",
+          "component": "Table",
+          "columns": ["outAsset", "outRegion", "outLost", "outEta"]
+        },
+        { "id": "outAsset", "component": "Col", "label": "Asset", "type": "string", "data": ["500kV Interconnect L4", "Substation E-12", "Feeder N-207"] },
+        { "id": "outRegion", "component": "Col", "label": "Affected Region", "type": "string", "data": ["West \u2192 Central", "East", "North"] },
+        { "id": "outLost", "component": "Col", "label": "Load Lost (MW)", "type": "number", "data": [640, 210, 55] },
+        { "id": "outEta", "component": "Col", "label": "ETA Restore", "type": "string", "data": ["16:40", "15:20", "Assessing"] },
+
+        {
+          "id": "forecastCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["fcHeader", "fcChart"]
+        },
+        { "id": "fcHeader", "component": "CardHeader", "title": "Demand Forecast \u2014 Next 24 Hours", "subtitle": "MW projected" },
+        {
+          "id": "fcChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "MW",
+          "labels": ["00", "02", "04", "06", "08", "10", "12", "14", "16", "18", "20", "22"],
+          "series": ["fcSeries"]
+        },
+        {
+          "id": "fcSeries",
+          "component": "Series",
+          "category": "Forecast Demand",
+          "values": [31200, 29800, 29100, 31500, 36400, 39800, 41200, 42500, 43100, 44800, 42000, 35600]
+        },
+
+        {
+          "id": "maintCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["maintHeader", "maintList"]
+        },
+        { "id": "maintHeader", "component": "CardHeader", "title": "Planned Maintenance \u2014 This Month" },
+        {
+          "id": "maintList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["m1", "m2", "m3"]
+        },
+        { "id": "m1", "component": "ListItem", "title": "Hartwell Nuclear \u2014 Turbine Inspection", "subtitle": "Apr 18\u201320 \u2022 North \u2022 -3,100 MW derate" },
+        { "id": "m2", "component": "ListItem", "title": "Crestwind Farm \u2014 Blade Servicing", "subtitle": "Apr 22 \u2022 West \u2022 -400 MW" },
+        { "id": "m3", "component": "ListItem", "title": "Substation C-08 \u2014 Transformer Swap", "subtitle": "Apr 27\u201328 \u2022 Central \u2022 Reroute planned" },
+
+        {
+          "id": "actionRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "wrap": true,
+          "children": ["actionLabel", "curtailDialog"]
+        },
+        { "id": "actionLabel", "component": "Label", "text": "Operator Actions" },
+        {
+          "id": "curtailDialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Order Curtailment",
+          "triggerVariant": "destructive",
+          "title": "Confirm Curtailment Order",
+          "description": "This will instruct dispatch to reduce load/generation for the selected region. Confirm to proceed with a curtailment directive.",
+          "confirmLabel": "Order Curtailment",
+          "cancelLabel": "Cancel"
+        },
+
+        {
+          "id": "followUps",
+          "component": "FollowUpBlock",
+          "items": ["fu1", "fu2", "fu3"]
+        },
+        { "id": "fu1", "component": "FollowUpItem", "text": "Show reserve margin breakdown" },
+        { "id": "fu2", "component": "FollowUpItem", "text": "Compare emissions vs yesterday" },
+        { "id": "fu3", "component": "FollowUpItem", "text": "Draft curtailment plan for West region" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all twelve requirements:
+
+1. **Current load** — "Current Network Load" metric card (38,420 MW).
+2. **Closeness to capacity** — "Capacity Utilization" progress bar (82%).
+3. **Generation split by source** — donut chart of the generation mix.
+4. **Each plant with output & status** — the Power Plants table.
+5. **Outages with affected region** — the Active Outages table.
+6. **24-hour demand forecast** — the area chart.
+7. **Current price per MWh** — "Spot Price / MWh" card ($74.20).
+8. **Maintenance this month** — the Planned Maintenance list.
+9. **Live alerts** — the streaming Live Alerts panel plus a top-level callout.
+10. **Focus on a region** — the region focus selector form.
+11. **Order curtailment** — the destructive confirm dialog action.
+12. **Emissions today** — the Emissions card (18,240 tCO₂).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..05f36fd6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r2.txt
@@ -0,0 +1,374 @@
+Here's a comprehensive power network operator's console covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-ops-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#00BFFF", "agentDisplayName": "GridOps Console" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-ops-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "region-focus-card",
+            "top-metrics",
+            "capacity-card",
+            "gen-and-price-tabs",
+            "plants-table",
+            "outages-card",
+            "forecast-card",
+            "maintenance-card",
+            "alerts-card",
+            "curtailment-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Power Network Operations Console",
+          "subtitle": "Live grid monitoring \u2014 last update 14:32 UTC"
+        },
+
+        {
+          "id": "region-focus-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["region-focus-control", "region-focus-btn"]
+        },
+        {
+          "id": "region-focus-control",
+          "component": "FormControl",
+          "label": "Focus on Region",
+          "hint": "Filter all panels to a single grid region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "focusRegion",
+          "placeholder": "All Regions",
+          "value": "all",
+          "items": ["reg-all", "reg-north", "reg-south", "reg-east", "reg-west", "reg-central"]
+        },
+        { "id": "reg-all", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "reg-north", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "reg-south", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "reg-east", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "reg-west", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "reg-central", "component": "SelectItem", "value": "central", "label": "Central" },
+        {
+          "id": "region-focus-btn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["focusRegion"]
+        },
+
+        {
+          "id": "top-metrics",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["metric-load", "metric-price", "metric-emissions"]
+        },
+        {
+          "id": "metric-load",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-load-label", "metric-load-value", "metric-load-tag"]
+        },
+        { "id": "metric-load-label", "component": "Label", "text": "Current Network Load" },
+        { "id": "metric-load-value", "component": "Heading", "text": "38,420 MW", "level": "h2" },
+        { "id": "metric-load-tag", "component": "Tag", "text": "+2.1% vs 1h ago", "variant": "info", "size": "sm" },
+
+        {
+          "id": "metric-price",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-price-label", "metric-price-value", "metric-price-tag"]
+        },
+        { "id": "metric-price-label", "component": "Label", "text": "Price per MWh" },
+        { "id": "metric-price-value", "component": "Heading", "text": "$62.40", "level": "h2" },
+        { "id": "metric-price-tag", "component": "Tag", "text": "\u2191 peak pricing", "variant": "warning", "size": "sm" },
+
+        {
+          "id": "metric-emissions",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-emissions-label", "metric-emissions-value", "metric-emissions-tag"]
+        },
+        { "id": "metric-emissions-label", "component": "Label", "text": "Emissions Today" },
+        { "id": "metric-emissions-value", "component": "Heading", "text": "12,840 tCO\u2082", "level": "h2" },
+        { "id": "metric-emissions-tag", "component": "Tag", "text": "\u2193 8% vs yesterday", "variant": "success", "size": "sm" },
+
+        {
+          "id": "capacity-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["capacity-header", "capacity-progress", "capacity-note"]
+        },
+        { "id": "capacity-header", "component": "CardHeader", "title": "Network Capacity Utilization", "subtitle": "38,420 MW of 45,000 MW total capacity" },
+        { "id": "capacity-progress", "component": "Progress", "value": 85, "label": "85% of capacity" },
+        { "id": "capacity-note", "component": "Alert", "title": "Approaching High Load", "description": "Utilization above 80% \u2014 reserve margin at 6,580 MW. Monitor closely.", "variant": "warning" },
+
+        {
+          "id": "gen-and-price-tabs",
+          "component": "Tabs",
+          "items": ["tab-gen", "tab-price-history"]
+        },
+        {
+          "id": "tab-gen",
+          "component": "TabItem",
+          "value": "gen",
+          "trigger": "Generation Mix",
+          "content": ["gen-pie", "gen-legend-note"]
+        },
+        {
+          "id": "gen-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Nuclear", "Natural Gas", "Wind", "Solar", "Hydro", "Coal"],
+          "values": [11200, 9800, 6400, 4100, 5200, 1720]
+        },
+        { "id": "gen-legend-note", "component": "TextContent", "text": "Total generation: **38,420 MW** across 6 source types. Renewables (Wind + Solar + Hydro) account for **40.9%**.", "size": "small" },
+        {
+          "id": "tab-price-history",
+          "component": "TabItem",
+          "value": "price",
+          "trigger": "Price Trend",
+          "content": ["price-line-chart"]
+        },
+        {
+          "id": "price-line-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "$/MWh",
+          "labels": ["08:00", "10:00", "12:00", "14:00", "16:00", "18:00"],
+          "series": ["price-series"]
+        },
+        { "id": "price-series", "component": "Series", "category": "Price $/MWh", "values": [48.2, 52.6, 58.1, 62.4, 60.0, 64.8] },
+
+        {
+          "id": "plants-table",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["plants-header", "plants-tbl"]
+        },
+        { "id": "plants-header", "component": "CardHeader", "title": "Plant Output & Status", "subtitle": "Per-plant real-time generation" },
+        {
+          "id": "plants-tbl",
+          "component": "Table",
+          "columns": ["col-plant", "col-region", "col-output", "col-status"]
+        },
+        { "id": "col-plant", "component": "Col", "label": "Plant", "type": "string", "data": ["Cascade Nuclear", "Rivergate Gas", "Highwind Farm", "Sunfield Solar", "Canyon Hydro", "Blackrock Coal"] },
+        { "id": "col-region", "component": "Col", "label": "Region", "type": "string", "data": ["North", "Central", "West", "South", "East", "Central"] },
+        { "id": "col-output", "component": "Col", "label": "Output (MW)", "type": "number", "data": [11200, 9800, 6400, 4100, 5200, 1720] },
+        { "id": "col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Online", "Online", "Online", "Curtailed", "Online", "Reduced"] },
+
+        {
+          "id": "outages-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["outages-header", "outages-list"]
+        },
+        { "id": "outages-header", "component": "CardHeader", "title": "Active Outages", "subtitle": "Affected regions and impact" },
+        {
+          "id": "outages-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["outage-1", "outage-2", "outage-3"]
+        },
+        { "id": "outage-1", "component": "ListItem", "title": "Feeder Line 7B Fault \u2014 East Region", "subtitle": "~14,200 customers affected \u00b7 ETA restore 16:00" },
+        { "id": "outage-2", "component": "ListItem", "title": "Substation SS-12 Trip \u2014 South Region", "subtitle": "~3,600 customers affected \u00b7 crews dispatched" },
+        { "id": "outage-3", "component": "ListItem", "title": "Transformer Overheat \u2014 West Region", "subtitle": "Localized \u00b7 850 customers \u00b7 load rerouted" },
+
+        {
+          "id": "forecast-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["forecast-header", "forecast-chart"]
+        },
+        { "id": "forecast-header", "component": "CardHeader", "title": "24-Hour Demand Forecast", "subtitle": "Projected load in MW" },
+        {
+          "id": "forecast-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Demand (MW)",
+          "labels": ["00", "03", "06", "09", "12", "15", "18", "21"],
+          "series": ["forecast-series"]
+        },
+        { "id": "forecast-series", "component": "Series", "category": "Forecast Demand", "values": [31200, 29800, 32500, 38200, 40100, 41800, 43600, 37400] },
+
+        {
+          "id": "maintenance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["maintenance-header", "maintenance-steps"]
+        },
+        { "id": "maintenance-header", "component": "CardHeader", "title": "Planned Maintenance \u2014 This Month", "subtitle": "Scheduled work windows" },
+        {
+          "id": "maintenance-steps",
+          "component": "Steps",
+          "items": ["maint-1", "maint-2", "maint-3"]
+        },
+        { "id": "maint-1", "component": "StepsItem", "title": "Jun 12 \u2014 Rivergate Gas Turbine Inspection", "details": "Unit 2 offline 06:00\u201314:00. Est. 1,200 MW reduction." },
+        { "id": "maint-2", "component": "StepsItem", "title": "Jun 19 \u2014 Highwind Blade Servicing", "details": "12 turbines rotated out. ~400 MW impact over 2 days." },
+        { "id": "maint-3", "component": "StepsItem", "title": "Jun 27 \u2014 Canyon Hydro Gate Overhaul", "details": "Partial derating to 3,800 MW during works." },
+
+        {
+          "id": "alerts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alerts-header", "alert-live-1", "alert-live-2", "alert-live-3"]
+        },
+        { "id": "alerts-header", "component": "CardHeader", "title": "Live Alerts", "subtitle": "Real-time system events" },
+        { "id": "alert-live-1", "component": "Callout", "variant": "error", "title": "14:31 \u2014 Frequency Deviation", "description": "Grid frequency dipped to 49.85 Hz in Central region. Auto-correction engaged." },
+        { "id": "alert-live-2", "component": "Callout", "variant": "warning", "title": "14:28 \u2014 High Load Warning", "description": "Network utilization crossed 85%. Reserve margin narrowing." },
+        { "id": "alert-live-3", "component": "Callout", "variant": "info", "title": "14:20 \u2014 Wind Ramp", "description": "Highwind Farm output rising fast (+900 MW in 15 min)." },
+
+        {
+          "id": "curtailment-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["curtail-header", "curtail-form"]
+        },
+        { "id": "curtail-header", "component": "CardHeader", "title": "Order Curtailment", "subtitle": "Reduce load or generation for grid stability" },
+        {
+          "id": "curtail-form",
+          "component": "Form",
+          "name": "curtailmentOrder",
+          "buttons": "curtail-buttons",
+          "fields": ["curtail-region-ctrl", "curtail-amount-ctrl", "curtail-reason-ctrl"]
+        },
+        {
+          "id": "curtail-region-ctrl",
+          "component": "FormControl",
+          "label": "Target Region",
+          "input": "curtail-region-select"
+        },
+        {
+          "id": "curtail-region-select",
+          "component": "Select",
+          "name": "curtailRegion",
+          "placeholder": "Select region",
+          "items": ["cr-north", "cr-south", "cr-east", "cr-west", "cr-central"]
+        },
+        { "id": "cr-north", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "cr-south", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "cr-east", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "cr-west", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "cr-central", "component": "SelectItem", "value": "central", "label": "Central" },
+        {
+          "id": "curtail-amount-ctrl",
+          "component": "FormControl",
+          "label": "Curtailment Amount (MW)",
+          "hint": "Amount of load to shed",
+          "input": "curtail-amount-slider"
+        },
+        {
+          "id": "curtail-amount-slider",
+          "component": "Slider",
+          "name": "curtailAmount",
+          "variant": "discrete",
+          "min": 0,
+          "max": 2000,
+          "step": 50,
+          "defaultValue": [300],
+          "label": "MW to curtail"
+        },
+        {
+          "id": "curtail-reason-ctrl",
+          "component": "FormControl",
+          "label": "Reason / Notes",
+          "input": "curtail-reason-input"
+        },
+        {
+          "id": "curtail-reason-input",
+          "component": "TextArea",
+          "name": "curtailReason",
+          "placeholder": "e.g. Capacity approaching limit in East region",
+          "rows": 2
+        },
+        {
+          "id": "curtail-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["curtail-submit", "curtail-cancel"]
+        },
+        {
+          "id": "curtail-submit",
+          "component": "Button",
+          "label": "Order Curtailment",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium",
+          "action": ["submitCurtailment"]
+        },
+        {
+          "id": "curtail-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["cancelCurtailment"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers every numbered requirement:
+
+1. **Current load** — top metric card (38,420 MW)
+2. **Closeness to capacity** — capacity utilization progress bar (85%) with reserve-margin alert
+3. **Generation split by source** — donut PieChart in the "Generation Mix" tab
+4. **Each plant with output & status** — the Plant Output & Status table
+5. **Outages with affected region** — Active Outages list with regions and customer counts
+6. **24-hour demand forecast** — AreaChart of projected load
+7. **Current price per MWh** — top metric card ($62.40) plus a price-trend chart
+8. **Maintenance this month** — Planned Maintenance steps
+9. **Live alerts** — Live Alerts callouts (error/warning/info)
+10. **Focus on one region** — region-focus selector at the top
+11. **Order curtailment** — the curtailment form with region, amount slider, reason, and submit
+12. **Emissions today** — top metric card (12,840 tCO₂)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..d8710f60a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r3.txt
@@ -0,0 +1,132 @@
+I'll build a comprehensive power network operator console covering all 12 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-console",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-console",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "alerts", "topRow", "genRow", "plantsCard", "outagesCard", "forecastCard", "maintCard", "controlsCard", "footer"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Grid Operations Console", "subtitle": "Real-time network monitoring & control" },
+
+        { "id": "alerts", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["alertsHead", "alert1", "alert2", "alert3"] },
+        { "id": "alertsHead", "component": "Heading", "text": "Live Alerts", "level": "h4" },
+        { "id": "alert1", "component": "Alert", "variant": "destructive", "title": "Frequency deviation 49.82 Hz", "description": "Northern interconnect — automatic response engaged (14:02)" },
+        { "id": "alert2", "component": "Alert", "variant": "warning", "title": "Load approaching peak threshold", "description": "System load at 91% of firm capacity (14:00)" },
+        { "id": "alert3", "component": "Alert", "variant": "info", "title": "Wind ramp detected", "description": "Coastal cluster +240 MW over 15 min (13:55)" },
+
+        { "id": "topRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "l", "wrap": true, "children": ["loadCard", "capacityCard", "priceCard", "emissionsCard"] },
+
+        { "id": "loadCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["loadLabel", "loadValue", "loadSub"] },
+        { "id": "loadLabel", "component": "TextContent", "text": "Current Network Load", "size": "small-heavy" },
+        { "id": "loadValue", "component": "Heading", "text": "42,180 MW", "level": "h2" },
+        { "id": "loadSub", "component": "Tag", "text": "▲ 1.4% vs 1h ago", "variant": "info", "size": "sm" },
+
+        { "id": "capacityCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["capLabel", "capProgress", "capTag"] },
+        { "id": "capLabel", "component": "TextContent", "text": "Capacity Margin", "size": "small-heavy" },
+        { "id": "capProgress", "component": "Progress", "value": 91, "label": "91% of 46,350 MW firm capacity" },
+        { "id": "capTag", "component": "Tag", "text": "4,170 MW headroom", "variant": "warning", "size": "sm" },
+
+        { "id": "priceCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["priceLabel", "priceValue", "priceSub"] },
+        { "id": "priceLabel", "component": "TextContent", "text": "Spot Price", "size": "small-heavy" },
+        { "id": "priceValue", "component": "Heading", "text": "$88.40 /MWh", "level": "h2" },
+        { "id": "priceSub", "component": "Tag", "text": "▲ $12.10 in peak window", "variant": "danger", "size": "sm" },
+
+        { "id": "emissionsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["emLabel", "emValue", "emSub"] },
+        { "id": "emLabel", "component": "TextContent", "text": "Emissions Today", "size": "small-heavy" },
+        { "id": "emValue", "component": "Heading", "text": "18,940 tCO₂", "level": "h2" },
+        { "id": "emSub", "component": "Tag", "text": "Intensity 289 g/kWh", "variant": "success", "size": "sm" },
+
+        { "id": "genRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "l", "wrap": true, "children": ["genMixCard", "forecastMini"] },
+
+        { "id": "genMixCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["genHead", "genPie"] },
+        { "id": "genHead", "component": "Heading", "text": "Generation Mix by Source", "level": "h4" },
+        { "id": "genPie", "component": "PieChart", "variant": "donut", "labels": ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"], "values": [14200, 9800, 7600, 4100, 3900, 2580] },
+
+        { "id": "forecastMini", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["fmHead", "fmBar"] },
+        { "id": "fmHead", "component": "Heading", "text": "Reserve vs Load (now)", "level": "h4" },
+        { "id": "fmBar", "component": "SingleStackedBarChart", "labels": ["Served Load", "Spinning Reserve", "Headroom"], "values": [42180, 1200, 2970] },
+
+        { "id": "plantsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["plantsHead", "plantsTable"] },
+        { "id": "plantsHead", "component": "Heading", "text": "Plant Output & Status", "level": "h4" },
+        { "id": "plantsTable", "component": "Table", "columns": ["colPlant", "colType", "colOut", "colStatus"] },
+        { "id": "colPlant", "component": "Col", "label": "Plant", "type": "string", "data": ["Ravenswood CCGT", "Blackfell Nuclear", "Coastal Wind Cluster", "Sunfield Solar", "Highdam Hydro", "Ashgrove Coal"] },
+        { "id": "colType", "component": "Col", "label": "Source", "type": "string", "data": ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"] },
+        { "id": "colOut", "component": "Col", "label": "Output (MW)", "type": "number", "data": [3120, 4900, 2540, 1780, 1950, 860] },
+        { "id": "colStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Online", "Online", "Online", "Curtailed", "Online", "Reduced"] },
+
+        { "id": "outagesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["outHead", "outTable"] },
+        { "id": "outHead", "component": "Heading", "text": "Active Outages", "level": "h4" },
+        { "id": "outTable", "component": "Table", "columns": ["outAsset", "outRegion", "outMw", "outEta"] },
+        { "id": "outAsset", "component": "Col", "label": "Asset", "type": "string", "data": ["Line 220kV L14", "Ashgrove Unit 2", "Eastbridge Transformer"] },
+        { "id": "outRegion", "component": "Col", "label": "Affected Region", "type": "string", "data": ["Northern", "Central", "Eastern"] },
+        { "id": "outMw", "component": "Col", "label": "Lost (MW)", "type": "number", "data": [430, 300, 180] },
+        { "id": "outEta", "component": "Col", "label": "Est. Restore", "type": "string", "data": ["16:30", "Tomorrow 08:00", "15:10"] },
+
+        { "id": "forecastCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["fcHead", "fcChart"] },
+        { "id": "fcHead", "component": "Heading", "text": "24-Hour Demand Forecast", "level": "h4" },
+        { "id": "fcChart", "component": "AreaChart", "variant": "natural", "xLabel": "Hour", "yLabel": "MW", "labels": ["00", "02", "04", "06", "08", "10", "12", "14", "16", "18", "20", "22"], "series": ["fcSeries"] },
+        { "id": "fcSeries", "component": "Series", "category": "Forecast Load", "values": [31000, 29500, 29000, 32000, 38000, 41000, 42500, 43800, 44200, 45100, 43000, 36000] },
+
+        { "id": "maintCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["mHead", "mList"] },
+        { "id": "mHead", "component": "Heading", "text": "Planned Maintenance — This Month", "level": "h4" },
+        { "id": "mList", "component": "ListBlock", "variant": "number", "items": ["m1", "m2", "m3"] },
+        { "id": "m1", "component": "ListItem", "title": "Blackfell Nuclear — Unit 1 refuel", "subtitle": "Mar 12–19 · Northern · -1,200 MW" },
+        { "id": "m2", "component": "ListItem", "title": "Highdam Hydro — turbine inspection", "subtitle": "Mar 21–23 · Western · -650 MW" },
+        { "id": "m3", "component": "ListItem", "title": "Eastbridge substation upgrade", "subtitle": "Mar 26–28 · Eastern · switching only" },
+
+        { "id": "controlsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "m", "children": ["ctrlHead", "regionControl", "curtailForm"] },
+        { "id": "ctrlHead", "component": "Heading", "text": "Operator Controls", "level": "h4" },
+        { "id": "regionControl", "component": "FormControl", "label": "Focus Region", "hint": "Filters dashboards to the selected region", "input": "regionSelect" },
+        { "id": "regionSelect", "component": "Select", "name": "region", "placeholder": "All Regions", "items": ["rgAll", "rgN", "rgC", "rgE", "rgW"] },
+        { "id": "rgAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "rgN", "component": "SelectItem", "value": "north", "label": "Northern" },
+        { "id": "rgC", "component": "SelectItem", "value": "central", "label": "Central" },
+        { "id": "rgE", "component": "SelectItem", "value": "east", "label": "Eastern" },
+        { "id": "rgW", "component": "SelectItem", "value": "west", "label": "Western" },
+
+        { "id": "curtailForm", "component": "Form", "name": "curtailment", "buttons": "curtailBtns", "fields": ["cfPlant", "cfAmount", "cfReason"] },
+        { "id": "cfPlant", "component": "FormControl", "label": "Plant / Feeder", "input": "cfPlantSelect" },
+        { "id": "cfPlantSelect", "component": "Select", "name": "curtailPlant", "placeholder": "Select asset", "items": ["cp1", "cp2", "cp3", "cp4"] },
+        { "id": "cp1", "component": "SelectItem", "value": "ravenswood", "label": "Ravenswood CCGT" },
+        { "id": "cp2", "component": "SelectItem", "value": "coastal", "label": "Coastal Wind Cluster" },
+        { "id": "cp3", "component": "SelectItem", "value": "sunfield", "label": "Sunfield Solar" },
+        { "id": "cp4", "component": "SelectItem", "value": "ashgrove", "label": "Ashgrove Coal" },
+        { "id": "cfAmount", "component": "FormControl", "label": "Curtailment (MW)", "hint": "Amount to reduce output by", "input": "cfAmountInput" },
+        { "id": "cfAmountInput", "component": "Input", "name": "curtailMw", "type": "number", "placeholder": "e.g. 200" },
+        { "id": "cfReason", "component": "FormControl", "label": "Reason", "input": "cfReasonInput" },
+        { "id": "cfReasonInput", "component": "Input", "name": "curtailReason", "type": "text", "placeholder": "Congestion / oversupply / stability" },
+        { "id": "curtailBtns", "component": "Buttons", "direction": "row", "buttons": ["curtailSubmit", "curtailCancel"] },
+        { "id": "curtailSubmit", "component": "Button", "label": "Order Curtailment", "variant": "primary", "type": "destructive", "action": ["submitCurtailment"] },
+        { "id": "curtailCancel", "component": "Button", "label": "Clear", "variant": "tertiary" },
+
+        { "id": "footer", "component": "TextContent", "text": "Data refreshed 14:02:31 · Control area TSO-01 · All times local", "size": "small" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your unified operator console. Each numbered requirement is covered:
+
+1. **Current load** — top-left KPI card (42,180 MW)
+2. **Closeness to capacity** — Capacity Margin progress bar (91%, 4,170 MW headroom)
+3. **Generation split by source** — donut chart of the generation mix
+4. **Each plant with output & status** — Plant Output & Status table
+5. **Outages with affected region** — Active Outages table with region column
+6. **24-hour demand forecast** — area chart
+7. **Current price/MWh** — Spot Price KPI card ($88.40)
+8. **Maintenance this month** — numbered planned-maintenance list
+9. **Live alerts** — alert banners at the top (frequency, load, wind ramp)
+10. **Focus on a region** — region Select control
+11. **Order curtailment** — curtailment form with a destructive "Order Curtailment" action
+12. **Emissions today** — Emissions KPI card (18,940 tCO₂)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..ee16e5468
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-power__r4.txt
@@ -0,0 +1,116 @@
+Here's a comprehensive power network operator's console covering all twelve requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#00BFFF", "agentDisplayName": "GridOps Console" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-console",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "topKpis", "regionFocusRow", "alertsBlock", "genTabs", "plantsSection", "outagesSection", "forecastCard", "maintCard", "footerActions"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Power Network Operations Console", "subtitle": "Real-time grid monitoring & control" },
+
+        { "id": "topKpis", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiLoad", "kpiCapacity", "kpiPrice", "kpiEmissions"] },
+
+        { "id": "kpiLoad", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiLoadTitle", "kpiLoadValue"] },
+        { "id": "kpiLoadTitle", "component": "TextContent", "text": "Current Network Load", "size": "small" },
+        { "id": "kpiLoadValue", "component": "Heading", "text": "38,420 MW", "level": "h2" },
+
+        { "id": "kpiCapacity", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiCapTitle", "kpiCapProgress"] },
+        { "id": "kpiCapTitle", "component": "TextContent", "text": "Capacity Utilization", "size": "small" },
+        { "id": "kpiCapProgress", "component": "Progress", "value": 87, "label": "38,420 / 44,000 MW (87%)" },
+
+        { "id": "kpiPrice", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiPriceTitle", "kpiPriceValue", "kpiPriceTag"] },
+        { "id": "kpiPriceTitle", "component": "TextContent", "text": "Spot Price / MWh", "size": "small" },
+        { "id": "kpiPriceValue", "component": "Heading", "text": "$62.40", "level": "h2" },
+        { "id": "kpiPriceTag", "component": "Tag", "text": "+4.1% vs 1h ago", "variant": "warning", "size": "sm" },
+
+        { "id": "kpiEmissions", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiEmTitle", "kpiEmValue", "kpiEmTag"] },
+        { "id": "kpiEmTitle", "component": "TextContent", "text": "Emissions Today", "size": "small" },
+        { "id": "kpiEmValue", "component": "Heading", "text": "18,240 tCO₂", "level": "h2" },
+        { "id": "kpiEmTag", "component": "Tag", "text": "0.475 tCO₂/MWh", "variant": "info", "size": "sm" },
+
+        { "id": "regionFocusRow", "component": "Card", "variant": "card", "direction": "row", "gap": "m", "align": "end", "wrap": true, "children": ["regionFocusControl", "regionApplyBtn"] },
+        { "id": "regionFocusControl", "component": "FormControl", "label": "Focus on Region", "hint": "Filter all panels to a single region", "input": "regionSelect" },
+        { "id": "regionSelect", "component": "Select", "name": "region", "placeholder": "All Regions", "items": ["regNorth", "regSouth", "regEast", "regWest", "regCentral"] },
+        { "id": "regNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "regSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "regEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "regWest", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "regCentral", "component": "SelectItem", "value": "central", "label": "Central" },
+        { "id": "regionApplyBtn", "component": "Button", "label": "Apply Focus", "variant": "primary", "action": ["focusRegion"] },
+
+        { "id": "alertsBlock", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["alertsHeader", "alert1", "alert2", "alert3"] },
+        { "id": "alertsHeader", "component": "Heading", "text": "Live Alerts", "level": "h3" },
+        { "id": "alert1", "component": "Alert", "variant": "destructive", "title": "Frequency deviation — West grid", "description": "49.82 Hz detected 12s ago. Auto-response engaged." },
+        { "id": "alert2", "component": "Alert", "variant": "warning", "title": "High load — Central corridor", "description": "Corridor at 94% capacity. Monitor for congestion." },
+        { "id": "alert3", "component": "Alert", "variant": "info", "title": "Wind ramp forecast — North", "description": "Expected +1,200 MW over next 30 min." },
+
+        { "id": "genTabs", "component": "Card", "variant": "card", "direction": "column", "children": ["genTabsInner"] },
+        { "id": "genTabsInner", "component": "Tabs", "items": ["tabMix", "tabTrend"] },
+        { "id": "tabMix", "component": "TabItem", "value": "mix", "trigger": "Generation Mix", "content": ["genPie"] },
+        { "id": "genPie", "component": "PieChart", "variant": "donut", "labels": ["Natural Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"], "values": [14200, 9800, 6100, 3400, 3200, 1720] },
+        { "id": "tabTrend", "component": "TabItem", "value": "trend", "trigger": "Source Output", "content": ["genBar"] },
+        { "id": "genBar", "component": "BarChart", "labels": ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"], "series": ["genBarSeries"], "yLabel": "MW" },
+        { "id": "genBarSeries", "component": "Series", "category": "Output (MW)", "values": [14200, 9800, 6100, 3400, 3200, 1720] },
+
+        { "id": "plantsSection", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["plantsHeader", "plantsTable"] },
+        { "id": "plantsHeader", "component": "Heading", "text": "Plant Status & Output", "level": "h3" },
+        { "id": "plantsTable", "component": "Table", "columns": ["colPlant", "colRegion", "colOutput", "colStatus"] },
+        { "id": "colPlant", "component": "Col", "label": "Plant", "type": "string", "data": ["Ridgeline CCGT", "Halden Nuclear", "Cape Wind Array", "Solaris Field", "Blue River Hydro", "Old Mill Coal"] },
+        { "id": "colRegion", "component": "Col", "label": "Region", "type": "string", "data": ["West", "North", "East", "South", "Central", "Central"] },
+        { "id": "colOutput", "component": "Col", "label": "Output (MW)", "type": "number", "data": [3800, 4900, 2100, 1600, 1550, 860] },
+        { "id": "colStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Online", "Online", "Online", "Reduced", "Online", "Derated"] },
+
+        { "id": "outagesSection", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["outagesHeader", "outagesTable"] },
+        { "id": "outagesHeader", "component": "Heading", "text": "Active Outages", "level": "h3" },
+        { "id": "outagesTable", "component": "Table", "columns": ["oColAsset", "oColRegion", "oColMW", "oColCause", "oColEta"] },
+        { "id": "oColAsset", "component": "Col", "label": "Asset", "type": "string", "data": ["Line 220-W", "Substation E4", "Peaker Unit 3"] },
+        { "id": "oColRegion", "component": "Col", "label": "Affected Region", "type": "string", "data": ["West", "East", "South"] },
+        { "id": "oColMW", "component": "Col", "label": "Lost (MW)", "type": "number", "data": [420, 180, 240] },
+        { "id": "oColCause", "component": "Col", "label": "Cause", "type": "string", "data": ["Fault trip", "Storm damage", "Unplanned trip"] },
+        { "id": "oColEta", "component": "Col", "label": "Restore ETA", "type": "string", "data": ["14:30", "18:00", "16:15"] },
+
+        { "id": "forecastCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["forecastHeader", "forecastChart"] },
+        { "id": "forecastHeader", "component": "Heading", "text": "Demand Forecast — Next 24h", "level": "h3" },
+        { "id": "forecastChart", "component": "AreaChart", "variant": "natural", "xLabel": "Hour", "yLabel": "MW", "labels": ["00", "02", "04", "06", "08", "10", "12", "14", "16", "18", "20", "22"], "series": ["forecastSeries"] },
+        { "id": "forecastSeries", "component": "Series", "category": "Forecast Demand", "values": [31000, 29500, 28800, 30200, 34500, 37800, 39100, 40200, 41800, 43200, 40500, 35600] },
+
+        { "id": "maintCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["maintHeader", "maintList"] },
+        { "id": "maintHeader", "component": "Heading", "text": "Planned Maintenance — This Month", "level": "h3" },
+        { "id": "maintList", "component": "ListBlock", "variant": "number", "items": ["maint1", "maint2", "maint3"] },
+        { "id": "maint1", "component": "ListItem", "title": "Halden Nuclear — Unit 2 refuel", "subtitle": "West · Jun 8–14 · 1,000 MW offline" },
+        { "id": "maint2", "component": "ListItem", "title": "Line 400-C insulator replacement", "subtitle": "Central · Jun 17 · 6h window" },
+        { "id": "maint3", "component": "ListItem", "title": "Cape Wind turbine servicing", "subtitle": "East · Jun 22–23 · 300 MW derate" },
+
+        { "id": "footerActions", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "justify": "end", "children": ["curtailDialog"] },
+        { "id": "curtailDialog", "component": "AlertDialogBlock", "triggerLabel": "Order Curtailment", "triggerVariant": "destructive", "title": "Confirm Curtailment Order", "description": "This will issue a load-shedding directive to the selected region and reduce delivered demand. This action is logged and audited. Proceed?", "confirmLabel": "Issue Curtailment", "cancelLabel": "Cancel" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers every item:
+
+1. **Current load** — top KPI (38,420 MW)
+2. **Closeness to capacity** — utilization progress bar (87%)
+3. **Generation split by source** — donut/bar chart in the Generation Mix tab
+4. **Each plant with output & status** — Plant Status table
+5. **Outages with affected region** — Active Outages table
+6. **24h demand forecast** — area chart
+7. **Current price/MWh** — spot price KPI ($62.40)
+8. **Maintenance this month** — numbered list
+9. **Live alerts** — alerts panel with severity variants
+10. **Focus on one region** — region select + apply
+11. **Order curtailment** — confirm/cancel alert dialog
+12. **Emissions today** — emissions KPI (18,240 tCO₂)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..19939f8dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r1.txt
@@ -0,0 +1,680 @@
+Here's a comprehensive daily console for the store manager.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "manager-console",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "manager-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-card", "store-switch-card", "kpi-row", "traffic-card", "middle-row", "promos-card", "registers-card", "compare-card", "footer-follow"]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["header-title", "header-sub"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Store Manager Console — Today",
+          "level": "h1"
+        },
+        {
+          "id": "header-sub",
+          "component": "TextContent",
+          "text": "Downtown Flagship · Live daily overview",
+          "size": "small"
+        },
+        {
+          "id": "store-switch-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["store-select", "store-view-btn"]
+        },
+        {
+          "id": "store-select",
+          "component": "FormControl",
+          "label": "View a different store",
+          "input": "store-select-input",
+          "weight": 3
+        },
+        {
+          "id": "store-select-input",
+          "component": "Select",
+          "name": "store",
+          "placeholder": "Choose a store",
+          "value": "downtown",
+          "items": ["store-opt-1", "store-opt-2", "store-opt-3", "store-opt-4"]
+        },
+        {
+          "id": "store-opt-1",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown Flagship"
+        },
+        {
+          "id": "store-opt-2",
+          "component": "SelectItem",
+          "value": "westgate",
+          "label": "Westgate Mall"
+        },
+        {
+          "id": "store-opt-3",
+          "component": "SelectItem",
+          "value": "airport",
+          "label": "Airport Terminal 2"
+        },
+        {
+          "id": "store-opt-4",
+          "component": "SelectItem",
+          "value": "riverside",
+          "label": "Riverside Outlet"
+        },
+        {
+          "id": "store-view-btn",
+          "component": "Button",
+          "label": "View Store",
+          "variant": "primary",
+          "action": ["viewStore"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["sales-card", "basket-card", "returns-card"]
+        },
+        {
+          "id": "sales-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["sales-header", "sales-value", "sales-progress", "sales-note"]
+        },
+        {
+          "id": "sales-header",
+          "component": "CardHeader",
+          "title": "Sales Today vs Target"
+        },
+        {
+          "id": "sales-value",
+          "component": "TextContent",
+          "text": "**$18,420** of $25,000 target",
+          "size": "large-heavy"
+        },
+        {
+          "id": "sales-progress",
+          "component": "Progress",
+          "value": 74,
+          "label": "74% of daily target"
+        },
+        {
+          "id": "sales-note",
+          "component": "TextContent",
+          "text": "$6,580 remaining to hit target",
+          "size": "small"
+        },
+        {
+          "id": "basket-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["basket-header", "basket-value", "basket-tag"]
+        },
+        {
+          "id": "basket-header",
+          "component": "CardHeader",
+          "title": "Avg Basket Size"
+        },
+        {
+          "id": "basket-value",
+          "component": "TextContent",
+          "text": "**$42.15**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "basket-tag",
+          "component": "Tag",
+          "text": "+3.2% vs yesterday",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "returns-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["returns-header", "returns-value", "returns-tag"]
+        },
+        {
+          "id": "returns-header",
+          "component": "CardHeader",
+          "title": "Returns This Week"
+        },
+        {
+          "id": "returns-value",
+          "component": "TextContent",
+          "text": "**37 items** · $1,240",
+          "size": "large-heavy"
+        },
+        {
+          "id": "returns-tag",
+          "component": "Tag",
+          "text": "2.1% of sales",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["traffic-header", "traffic-chart"]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "Foot Traffic Through the Day",
+          "subtitle": "Customers entering per hour"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "LineChart",
+          "labels": ["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p"],
+          "series": ["traffic-series"],
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Visitors"
+        },
+        {
+          "id": "traffic-series",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [45, 88, 132, 210, 265, 198, 176, 205, 288, 340, 260, 150]
+        },
+        {
+          "id": "middle-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["bestsellers-card", "stockout-card", "shift-card"]
+        },
+        {
+          "id": "bestsellers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["bestsellers-header", "bestsellers-table"]
+        },
+        {
+          "id": "bestsellers-header",
+          "component": "CardHeader",
+          "title": "Best Sellers Today"
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": ["bs-col-item", "bs-col-units"]
+        },
+        {
+          "id": "bs-col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Classic Tee — Black", "Denim Jacket", "Canvas Sneakers", "Wool Beanie", "Leather Belt"]
+        },
+        {
+          "id": "bs-col-units",
+          "component": "Col",
+          "label": "Units",
+          "type": "number",
+          "data": [142, 98, 76, 64, 51]
+        },
+        {
+          "id": "stockout-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["stockout-header", "stockout-alert", "stockout-list", "reorder-controls"]
+        },
+        {
+          "id": "stockout-header",
+          "component": "CardHeader",
+          "title": "Out of Stock"
+        },
+        {
+          "id": "stockout-alert",
+          "component": "Alert",
+          "title": "4 items need reordering",
+          "description": "These SKUs are at zero on-hand.",
+          "variant": "warning"
+        },
+        {
+          "id": "stockout-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["so-item-1", "so-item-2", "so-item-3", "so-item-4"]
+        },
+        {
+          "id": "so-item-1",
+          "component": "ListItem",
+          "title": "Slim Chinos — Khaki (32)",
+          "subtitle": "SKU CH-32-KH · 0 on hand"
+        },
+        {
+          "id": "so-item-2",
+          "component": "ListItem",
+          "title": "Cotton Socks 3-pack",
+          "subtitle": "SKU SK-3PK · 0 on hand"
+        },
+        {
+          "id": "so-item-3",
+          "component": "ListItem",
+          "title": "Puffer Vest — Navy (L)",
+          "subtitle": "SKU PV-L-NV · 0 on hand"
+        },
+        {
+          "id": "so-item-4",
+          "component": "ListItem",
+          "title": "Silk Scarf — Rose",
+          "subtitle": "SKU SC-RS · 0 on hand"
+        },
+        {
+          "id": "reorder-controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["reorder-select", "reorder-qty", "reorder-btn"]
+        },
+        {
+          "id": "reorder-select",
+          "component": "FormControl",
+          "label": "Reorder Item",
+          "input": "reorder-select-input",
+          "weight": 2
+        },
+        {
+          "id": "reorder-select-input",
+          "component": "Select",
+          "name": "reorderItem",
+          "placeholder": "Select item",
+          "items": ["ro-opt-1", "ro-opt-2", "ro-opt-3", "ro-opt-4"]
+        },
+        {
+          "id": "ro-opt-1",
+          "component": "SelectItem",
+          "value": "CH-32-KH",
+          "label": "Slim Chinos — Khaki (32)"
+        },
+        {
+          "id": "ro-opt-2",
+          "component": "SelectItem",
+          "value": "SK-3PK",
+          "label": "Cotton Socks 3-pack"
+        },
+        {
+          "id": "ro-opt-3",
+          "component": "SelectItem",
+          "value": "PV-L-NV",
+          "label": "Puffer Vest — Navy (L)"
+        },
+        {
+          "id": "ro-opt-4",
+          "component": "SelectItem",
+          "value": "SC-RS",
+          "label": "Silk Scarf — Rose"
+        },
+        {
+          "id": "reorder-qty",
+          "component": "FormControl",
+          "label": "Qty",
+          "input": "reorder-qty-input",
+          "weight": 1
+        },
+        {
+          "id": "reorder-qty-input",
+          "component": "Input",
+          "name": "reorderQty",
+          "type": "number",
+          "placeholder": "24"
+        },
+        {
+          "id": "reorder-btn",
+          "component": "Button",
+          "label": "Reorder",
+          "variant": "primary",
+          "action": ["reorderItem"]
+        },
+        {
+          "id": "shift-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["shift-header", "shift-list"]
+        },
+        {
+          "id": "shift-header",
+          "component": "CardHeader",
+          "title": "On Shift Today",
+          "subtitle": "6 staff scheduled"
+        },
+        {
+          "id": "shift-list",
+          "component": "Table",
+          "columns": ["shift-col-name", "shift-col-role", "shift-col-hours"]
+        },
+        {
+          "id": "shift-col-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Maria Chen", "James Okafor", "Priya Nair", "Tom Brady", "Lena Park", "Sam Diaz"]
+        },
+        {
+          "id": "shift-col-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Supervisor", "Cashier", "Cashier", "Floor", "Floor", "Stockroom"]
+        },
+        {
+          "id": "shift-col-hours",
+          "component": "Col",
+          "label": "Shift",
+          "type": "string",
+          "data": ["9a–5p", "9a–3p", "12p–8p", "10a–6p", "2p–9p", "8a–4p"]
+        },
+        {
+          "id": "promos-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["promos-header", "promos-table"]
+        },
+        {
+          "id": "promos-header",
+          "component": "CardHeader",
+          "title": "Running Promotions",
+          "subtitle": "Performance so far"
+        },
+        {
+          "id": "promos-table",
+          "component": "Table",
+          "columns": ["promo-col-name", "promo-col-units", "promo-col-rev", "promo-col-status"]
+        },
+        {
+          "id": "promo-col-name",
+          "component": "Col",
+          "label": "Promotion",
+          "type": "string",
+          "data": ["BOGO Tees", "20% Off Denim", "Winter Accessories Bundle", "Loyalty Double Points"]
+        },
+        {
+          "id": "promo-col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [284, 156, 92, 410]
+        },
+        {
+          "id": "promo-col-rev",
+          "component": "Col",
+          "label": "Revenue",
+          "type": "string",
+          "data": ["$3,120", "$4,680", "$2,760", "$8,900"]
+        },
+        {
+          "id": "promo-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On track", "Exceeding", "Behind", "Exceeding"]
+        },
+        {
+          "id": "registers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["registers-header", "registers-row"]
+        },
+        {
+          "id": "registers-header",
+          "component": "CardHeader",
+          "title": "Registers",
+          "subtitle": "Open / Closed status"
+        },
+        {
+          "id": "registers-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["reg-1", "reg-2", "reg-3", "reg-4", "reg-5"]
+        },
+        {
+          "id": "reg-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["reg-1-name", "reg-1-badge"]
+        },
+        {
+          "id": "reg-1-name",
+          "component": "TextContent",
+          "text": "**Register 1**",
+          "size": "default"
+        },
+        {
+          "id": "reg-1-badge",
+          "component": "Badge",
+          "text": "Open",
+          "variant": "default"
+        },
+        {
+          "id": "reg-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["reg-2-name", "reg-2-badge"]
+        },
+        {
+          "id": "reg-2-name",
+          "component": "TextContent",
+          "text": "**Register 2**",
+          "size": "default"
+        },
+        {
+          "id": "reg-2-badge",
+          "component": "Badge",
+          "text": "Open",
+          "variant": "default"
+        },
+        {
+          "id": "reg-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["reg-3-name", "reg-3-badge"]
+        },
+        {
+          "id": "reg-3-name",
+          "component": "TextContent",
+          "text": "**Register 3**",
+          "size": "default"
+        },
+        {
+          "id": "reg-3-badge",
+          "component": "Badge",
+          "text": "Closed",
+          "variant": "secondary"
+        },
+        {
+          "id": "reg-4",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["reg-4-name", "reg-4-badge"]
+        },
+        {
+          "id": "reg-4-name",
+          "component": "TextContent",
+          "text": "**Register 4**",
+          "size": "default"
+        },
+        {
+          "id": "reg-4-badge",
+          "component": "Badge",
+          "text": "Open",
+          "variant": "default"
+        },
+        {
+          "id": "reg-5",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["reg-5-name", "reg-5-badge"]
+        },
+        {
+          "id": "reg-5-name",
+          "component": "TextContent",
+          "text": "**Register 5**",
+          "size": "default"
+        },
+        {
+          "id": "reg-5-badge",
+          "component": "Badge",
+          "text": "Closed",
+          "variant": "secondary"
+        },
+        {
+          "id": "compare-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["compare-header", "compare-chart"]
+        },
+        {
+          "id": "compare-header",
+          "component": "CardHeader",
+          "title": "This Week vs Last Week",
+          "subtitle": "Daily sales comparison"
+        },
+        {
+          "id": "compare-chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["compare-this", "compare-last"],
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Sales ($)"
+        },
+        {
+          "id": "compare-this",
+          "component": "Series",
+          "category": "This Week",
+          "values": [18200, 19500, 21000, 20400, 24800, 31200, 18420]
+        },
+        {
+          "id": "compare-last",
+          "component": "Series",
+          "category": "Last Week",
+          "values": [17100, 18800, 19900, 21500, 23200, 29800, 22100]
+        },
+        {
+          "id": "footer-follow",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Show staffing recommendations for tomorrow"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Which promotion should I extend?"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Break down returns by reason"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all twelve items:
+
+1. **Sales vs target** — progress bar showing $18,420 of $25,000 (74%)
+2. **Foot traffic** — hourly line chart across the day
+3. **Best sellers** — table with units per item
+4. **Out of stock** — alert plus numbered list of zero-on-hand SKUs
+5. **On shift today** — staff table with roles and hours
+6. **Avg basket size** — $42.15 KPI card
+7. **Returns this week** — 37 items / $1,240 KPI card
+8. **Promotions** — table with units, revenue, and status per promo
+9. **Registers** — five status cards (Open/Closed badges)
+10. **Reorder** — item select + quantity + Reorder button
+11. **View a different store** — store dropdown + View Store button
+12. **This week vs last week** — grouped bar chart
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..451f35f41
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r2.txt
@@ -0,0 +1,304 @@
+Here's a comprehensive daily console for the store manager, covering all twelve requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Store Console" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "storeSelectRow", "topRow", "kpiRow", "trafficCard", "bestReturnsRow", "promoCard", "registersCard", "stockCard", "staffCard"]
+        },
+
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Store Console",
+          "subtitle": "Downtown Flagship — Tuesday overview"
+        },
+
+        {
+          "id": "storeSelectRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["storeSelectControl"]
+        },
+        {
+          "id": "storeSelectControl",
+          "component": "FormControl",
+          "label": "Viewing store",
+          "hint": "Switch to see another location's console",
+          "input": "storeSelect"
+        },
+        {
+          "id": "storeSelect",
+          "component": "Select",
+          "name": "store",
+          "placeholder": "Select a store",
+          "value": "downtown",
+          "items": ["storeOpt1", "storeOpt2", "storeOpt3", "storeOpt4"]
+        },
+        { "id": "storeOpt1", "component": "SelectItem", "value": "downtown", "label": "Downtown Flagship" },
+        { "id": "storeOpt2", "component": "SelectItem", "value": "westgate", "label": "Westgate Mall" },
+        { "id": "storeOpt3", "component": "SelectItem", "value": "airport", "label": "Airport Terminal 2" },
+        { "id": "storeOpt4", "component": "SelectItem", "value": "riverside", "label": "Riverside Plaza" },
+
+        {
+          "id": "topRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["salesCard", "weekCompareCard"]
+        },
+
+        {
+          "id": "salesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["salesHeader", "salesText", "salesProgress"]
+        },
+        { "id": "salesHeader", "component": "CardHeader", "title": "Sales Today vs Target" },
+        { "id": "salesText", "component": "TextContent", "size": "large-heavy", "text": "$18,420 / $22,000" },
+        { "id": "salesProgress", "component": "Progress", "value": 84, "label": "84% of daily target" },
+
+        {
+          "id": "weekCompareCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["weekHeader", "weekChart"]
+        },
+        { "id": "weekHeader", "component": "CardHeader", "title": "This Week vs Last Week", "subtitle": "Daily sales ($)" },
+        {
+          "id": "weekChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Sales ($)",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["weekThis", "weekLast"]
+        },
+        { "id": "weekThis", "component": "Series", "category": "This Week", "values": [15200, 18420, 0, 0, 0, 0, 0] },
+        { "id": "weekLast", "component": "Series", "category": "Last Week", "values": [14100, 16800, 17300, 18100, 21000, 24500, 19200] },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["basketCard", "returnsCard"]
+        },
+        {
+          "id": "basketCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["basketHeader", "basketText"]
+        },
+        { "id": "basketHeader", "component": "CardHeader", "title": "Average Basket Size" },
+        { "id": "basketText", "component": "TextContent", "size": "large-heavy", "text": "$34.60 · 3.2 items" },
+
+        {
+          "id": "returnsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["returnsHeader", "returnsText"]
+        },
+        { "id": "returnsHeader", "component": "CardHeader", "title": "Returns This Week" },
+        { "id": "returnsText", "component": "TextContent", "size": "large-heavy", "text": "47 items · $1,280" },
+
+        {
+          "id": "trafficCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trafficHeader", "trafficChart"]
+        },
+        { "id": "trafficHeader", "component": "CardHeader", "title": "Foot Traffic Through the Day", "subtitle": "Visitors per hour" },
+        {
+          "id": "trafficChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Visitors",
+          "labels": ["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p"],
+          "series": ["trafficSeries"]
+        },
+        { "id": "trafficSeries", "component": "Series", "category": "Visitors", "values": [42, 68, 95, 140, 155, 120, 98, 110, 135, 90, 55] },
+
+        {
+          "id": "bestReturnsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["bestSellersCard"]
+        },
+        {
+          "id": "bestSellersCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["bestHeader", "bestTable"]
+        },
+        { "id": "bestHeader", "component": "CardHeader", "title": "Best Sellers Today", "subtitle": "Units sold" },
+        {
+          "id": "bestTable",
+          "component": "Table",
+          "columns": ["bestColItem", "bestColUnits", "bestColRev"]
+        },
+        { "id": "bestColItem", "component": "Col", "label": "Item", "type": "string", "data": ["Cold Brew 500ml", "House Tote Bag", "Wireless Earbuds", "Organic Granola", "Steel Water Bottle"] },
+        { "id": "bestColUnits", "component": "Col", "label": "Units", "type": "number", "data": [142, 118, 96, 84, 71] },
+        { "id": "bestColRev", "component": "Col", "label": "Revenue", "type": "string", "data": ["$710", "$1,180", "$3,840", "$588", "$1,065"] },
+
+        {
+          "id": "promoCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["promoHeader", "promoTable"]
+        },
+        { "id": "promoHeader", "component": "CardHeader", "title": "Running Promotions", "subtitle": "Performance so far" },
+        {
+          "id": "promoTable",
+          "component": "Table",
+          "columns": ["promoColName", "promoColRedeemed", "promoColUplift", "promoColStatus"]
+        },
+        { "id": "promoColName", "component": "Col", "label": "Promotion", "type": "string", "data": ["Buy 2 Get 1 Coffee", "20% Off Outerwear", "Earbuds Bundle", "Loyalty Double Points"] },
+        { "id": "promoColRedeemed", "component": "Col", "label": "Redemptions", "type": "number", "data": [210, 88, 34, 156] },
+        { "id": "promoColUplift", "component": "Col", "label": "Sales Uplift", "type": "string", "data": ["+18%", "+9%", "+27%", "+5%"] },
+        { "id": "promoColStatus", "component": "Col", "label": "Status", "type": "string", "data": ["On track", "Under target", "Exceeding", "On track"] },
+
+        {
+          "id": "registersCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["registersHeader", "registersTable"]
+        },
+        { "id": "registersHeader", "component": "CardHeader", "title": "Registers", "subtitle": "Open / closed status" },
+        {
+          "id": "registersTable",
+          "component": "Table",
+          "columns": ["regColId", "regColCashier", "regColStatus", "regColSales"]
+        },
+        { "id": "regColId", "component": "Col", "label": "Register", "type": "string", "data": ["POS 1", "POS 2", "POS 3", "POS 4", "Self-Checkout"] },
+        { "id": "regColCashier", "component": "Col", "label": "Cashier", "type": "string", "data": ["Maya R.", "Devon L.", "—", "Priya S.", "Automated"] },
+        { "id": "regColStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Open", "Open", "Closed", "Open", "Open"] },
+        { "id": "regColSales", "component": "Col", "label": "Today", "type": "string", "data": ["$5,120", "$4,880", "$0", "$4,300", "$4,120"] },
+
+        {
+          "id": "stockCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["stockHeader", "stockAlert", "stockTable", "reorderNote", "reorderControl", "reorderButtons"]
+        },
+        { "id": "stockHeader", "component": "CardHeader", "title": "Out of Stock", "subtitle": "Needs reordering" },
+        { "id": "stockAlert", "component": "Alert", "variant": "warning", "title": "4 items out of stock", "description": "These are unavailable on the floor and may impact today's sales." },
+        {
+          "id": "stockTable",
+          "component": "Table",
+          "columns": ["stockColSku", "stockColItem", "stockColLast"]
+        },
+        { "id": "stockColSku", "component": "Col", "label": "SKU", "type": "string", "data": ["SKU-1042", "SKU-2231", "SKU-0087", "SKU-3390"] },
+        { "id": "stockColItem", "component": "Col", "label": "Item", "type": "string", "data": ["Wireless Earbuds (Black)", "Organic Granola 1kg", "Steel Water Bottle", "Rain Jacket M"] },
+        { "id": "stockColLast", "component": "Col", "label": "Out Since", "type": "string", "data": ["2h ago", "Yesterday", "3 days ago", "This morning"] },
+
+        { "id": "reorderNote", "component": "TextContent", "size": "small-heavy", "text": "Reorder an item" },
+        { "id": "reorderControl", "component": "FormControl", "label": "Select item to reorder", "input": "reorderSelect" },
+        {
+          "id": "reorderSelect",
+          "component": "Select",
+          "name": "reorderItem",
+          "placeholder": "Choose an out-of-stock item",
+          "items": ["reorderOpt1", "reorderOpt2", "reorderOpt3", "reorderOpt4"]
+        },
+        { "id": "reorderOpt1", "component": "SelectItem", "value": "SKU-1042", "label": "Wireless Earbuds (Black)" },
+        { "id": "reorderOpt2", "component": "SelectItem", "value": "SKU-2231", "label": "Organic Granola 1kg" },
+        { "id": "reorderOpt3", "component": "SelectItem", "value": "SKU-0087", "label": "Steel Water Bottle" },
+        { "id": "reorderOpt4", "component": "SelectItem", "value": "SKU-3390", "label": "Rain Jacket M" },
+        {
+          "id": "reorderButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["reorderSubmit"]
+        },
+        { "id": "reorderSubmit", "component": "Button", "label": "Place Reorder", "variant": "primary", "size": "medium", "action": ["reorder"] },
+
+        {
+          "id": "staffCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["staffHeader", "staffTable"]
+        },
+        { "id": "staffHeader", "component": "CardHeader", "title": "On Shift Today", "subtitle": "Current staff roster" },
+        {
+          "id": "staffTable",
+          "component": "Table",
+          "columns": ["staffColName", "staffColRole", "staffColShift", "staffColStatus"]
+        },
+        { "id": "staffColName", "component": "Col", "label": "Name", "type": "string", "data": ["Maya Rivera", "Devon Lee", "Priya Shah", "Tom Okafor", "Ana Costa"] },
+        { "id": "staffColRole", "component": "Col", "label": "Role", "type": "string", "data": ["Cashier", "Cashier", "Cashier", "Floor Lead", "Stock"] },
+        { "id": "staffColShift", "component": "Col", "label": "Shift", "type": "string", "data": ["9a–5p", "9a–5p", "12p–8p", "8a–4p", "10a–6p"] },
+        { "id": "staffColStatus", "component": "Col", "label": "Status", "type": "string", "data": ["On floor", "On floor", "On floor", "Break", "On floor"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all twelve items:
+
+1. **Sales today vs target** — top-left card with progress bar (84% of $22,000).
+2. **Foot traffic** — hourly area chart across the day.
+3. **Best sellers with units** — table with units and revenue per item.
+4. **Out of stock** — warning alert plus a table of affected SKUs.
+5. **Who's on shift** — staff roster table with roles, shifts, and status.
+6. **Average basket size** — KPI card ($34.60 · 3.2 items).
+7. **Returns this week** — KPI card (47 items · $1,280).
+8. **Promotion performance** — table with redemptions, uplift, and status.
+9. **Registers open/closed** — table showing each POS and its status.
+10. **Reorder an item** — a select + "Place Reorder" button in the stock card.
+11. **View a different store** — store selector at the top.
+12. **This week vs last week** — grouped bar chart comparing daily sales.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..9d1c788f3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r3.txt
@@ -0,0 +1,518 @@
+Here's a store manager's daily console covering all 12 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-console",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "traffic-card", "mid-tabs", "bottom-row", "week-compare"]
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["header-title", "store-switch"]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Daily Console — Downtown Flagship",
+          "subtitle": "Monday, June 3 · Store #104"
+        },
+        {
+          "id": "store-switch",
+          "component": "Select",
+          "name": "store",
+          "placeholder": "View a different store",
+          "value": "104",
+          "items": ["store-opt-104", "store-opt-210", "store-opt-333", "store-opt-450"]
+        },
+        {
+          "id": "store-opt-104",
+          "component": "SelectItem",
+          "value": "104",
+          "label": "#104 — Downtown Flagship"
+        },
+        {
+          "id": "store-opt-210",
+          "component": "SelectItem",
+          "value": "210",
+          "label": "#210 — Westgate Mall"
+        },
+        {
+          "id": "store-opt-333",
+          "component": "SelectItem",
+          "value": "333",
+          "label": "#333 — Airport Kiosk"
+        },
+        {
+          "id": "store-opt-450",
+          "component": "SelectItem",
+          "value": "450",
+          "label": "#450 — Riverside Plaza"
+        },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-sales", "kpi-basket", "kpi-returns"]
+        },
+        {
+          "id": "kpi-sales",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-sales-title", "kpi-sales-value", "kpi-sales-progress", "kpi-sales-note"]
+        },
+        {
+          "id": "kpi-sales-title",
+          "component": "TextContent",
+          "text": "Sales Today vs Target",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-sales-value",
+          "component": "Heading",
+          "text": "$18,420 / $24,000",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-sales-progress",
+          "component": "Progress",
+          "value": 77,
+          "label": "77% of daily target"
+        },
+        {
+          "id": "kpi-sales-note",
+          "component": "Badge",
+          "text": "On pace — $5,580 to go",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpi-basket",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-basket-title", "kpi-basket-value", "kpi-basket-note"]
+        },
+        {
+          "id": "kpi-basket-title",
+          "component": "TextContent",
+          "text": "Average Basket Size",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-basket-value",
+          "component": "Heading",
+          "text": "$42.90",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-basket-note",
+          "component": "Badge",
+          "text": "▲ 4.2% vs yesterday",
+          "variant": "default"
+        },
+        {
+          "id": "kpi-returns",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["kpi-returns-title", "kpi-returns-value", "kpi-returns-note"]
+        },
+        {
+          "id": "kpi-returns-title",
+          "component": "TextContent",
+          "text": "Returns This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "kpi-returns-value",
+          "component": "Heading",
+          "text": "63 items · $2,140",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-returns-note",
+          "component": "Badge",
+          "text": "2.8% of weekly sales",
+          "variant": "outline"
+        },
+
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["traffic-header", "traffic-chart"]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "Foot Traffic Through the Day",
+          "subtitle": "Visitors counted per hour"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Visitors",
+          "labels": ["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p"],
+          "series": ["traffic-series"]
+        },
+        {
+          "id": "traffic-series",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [42, 88, 130, 210, 265, 190, 175, 220, 280, 240, 160]
+        },
+
+        {
+          "id": "mid-tabs",
+          "component": "Tabs",
+          "items": ["tab-best", "tab-stock", "tab-promos", "tab-registers"]
+        },
+        {
+          "id": "tab-best",
+          "component": "TabItem",
+          "value": "best",
+          "trigger": "Best Sellers",
+          "content": ["best-chart"]
+        },
+        {
+          "id": "best-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Units sold",
+          "yLabel": "Product",
+          "labels": ["Cotton Tee", "Denim Jacket", "Sneakers X", "Wool Socks", "Cap Classic"],
+          "series": ["best-series"]
+        },
+        {
+          "id": "best-series",
+          "component": "Series",
+          "category": "Units",
+          "values": [142, 98, 76, 64, 51]
+        },
+        {
+          "id": "tab-stock",
+          "component": "TabItem",
+          "value": "stock",
+          "trigger": "Out of Stock",
+          "content": ["stock-table", "reorder-form"]
+        },
+        {
+          "id": "stock-table",
+          "component": "Table",
+          "columns": ["stock-col-item", "stock-col-sku", "stock-col-status"]
+        },
+        {
+          "id": "stock-col-item",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Sneakers X (42)", "Wool Socks (L)", "Rain Shell (M)", "Leather Belt (34)"]
+        },
+        {
+          "id": "stock-col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["SNK-042", "SOK-L11", "RAI-M07", "BLT-034"]
+        },
+        {
+          "id": "stock-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Out", "Out", "Out", "Low (2)"]
+        },
+        {
+          "id": "reorder-form",
+          "component": "Form",
+          "name": "reorder",
+          "fields": ["reorder-item-fc", "reorder-qty-fc"],
+          "buttons": "reorder-buttons"
+        },
+        {
+          "id": "reorder-item-fc",
+          "component": "FormControl",
+          "label": "Reorder Item",
+          "hint": "Select an out-of-stock SKU to restock",
+          "input": "reorder-item-select"
+        },
+        {
+          "id": "reorder-item-select",
+          "component": "Select",
+          "name": "reorder_sku",
+          "placeholder": "Choose item",
+          "items": ["ro-opt-1", "ro-opt-2", "ro-opt-3", "ro-opt-4"]
+        },
+        {
+          "id": "ro-opt-1",
+          "component": "SelectItem",
+          "value": "SNK-042",
+          "label": "Sneakers X (42) — SNK-042"
+        },
+        {
+          "id": "ro-opt-2",
+          "component": "SelectItem",
+          "value": "SOK-L11",
+          "label": "Wool Socks (L) — SOK-L11"
+        },
+        {
+          "id": "ro-opt-3",
+          "component": "SelectItem",
+          "value": "RAI-M07",
+          "label": "Rain Shell (M) — RAI-M07"
+        },
+        {
+          "id": "ro-opt-4",
+          "component": "SelectItem",
+          "value": "BLT-034",
+          "label": "Leather Belt (34) — BLT-034"
+        },
+        {
+          "id": "reorder-qty-fc",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "reorder-qty-input"
+        },
+        {
+          "id": "reorder-qty-input",
+          "component": "Input",
+          "name": "reorder_qty",
+          "type": "number",
+          "placeholder": "e.g. 50"
+        },
+        {
+          "id": "reorder-buttons",
+          "component": "Buttons",
+          "buttons": ["reorder-submit"]
+        },
+        {
+          "id": "reorder-submit",
+          "component": "Button",
+          "label": "Place Reorder",
+          "variant": "primary",
+          "action": ["submit_reorder"]
+        },
+        {
+          "id": "tab-promos",
+          "component": "TabItem",
+          "value": "promos",
+          "trigger": "Promotions",
+          "content": ["promo-table"]
+        },
+        {
+          "id": "promo-table",
+          "component": "Table",
+          "columns": ["promo-col-name", "promo-col-redemptions", "promo-col-revenue", "promo-col-progress"]
+        },
+        {
+          "id": "promo-col-name",
+          "component": "Col",
+          "label": "Promotion",
+          "type": "string",
+          "data": ["Summer 20% Off", "Buy 2 Get 1 Tees", "Loyalty Double Points", "Clearance Footwear"]
+        },
+        {
+          "id": "promo-col-redemptions",
+          "component": "Col",
+          "label": "Redemptions",
+          "type": "number",
+          "data": [312, 188, 402, 96]
+        },
+        {
+          "id": "promo-col-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "type": "string",
+          "data": ["$8,900", "$4,200", "$11,300", "$2,650"]
+        },
+        {
+          "id": "promo-col-progress",
+          "component": "Col",
+          "label": "Goal %",
+          "type": "string",
+          "data": ["89%", "63%", "101%", "48%"]
+        },
+        {
+          "id": "tab-registers",
+          "component": "TabItem",
+          "value": "registers",
+          "trigger": "Registers",
+          "content": ["register-table"]
+        },
+        {
+          "id": "register-table",
+          "component": "Table",
+          "columns": ["reg-col-id", "reg-col-cashier", "reg-col-status"]
+        },
+        {
+          "id": "reg-col-id",
+          "component": "Col",
+          "label": "Register",
+          "type": "string",
+          "data": ["POS 1", "POS 2", "POS 3", "POS 4", "POS 5"]
+        },
+        {
+          "id": "reg-col-cashier",
+          "component": "Col",
+          "label": "Cashier",
+          "type": "string",
+          "data": ["Maria", "James", "—", "Priya", "—"]
+        },
+        {
+          "id": "reg-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Open", "Open", "Closed", "Open", "Closed"]
+        },
+
+        {
+          "id": "bottom-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["shift-card"]
+        },
+        {
+          "id": "shift-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["shift-header", "shift-list"]
+        },
+        {
+          "id": "shift-header",
+          "component": "CardHeader",
+          "title": "On Shift Today",
+          "subtitle": "5 staff scheduled"
+        },
+        {
+          "id": "shift-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["shift-1", "shift-2", "shift-3", "shift-4", "shift-5"]
+        },
+        {
+          "id": "shift-1",
+          "component": "ListItem",
+          "title": "Maria Lopez",
+          "subtitle": "Cashier · 9:00a – 5:00p"
+        },
+        {
+          "id": "shift-2",
+          "component": "ListItem",
+          "title": "James Carter",
+          "subtitle": "Cashier · 10:00a – 6:00p"
+        },
+        {
+          "id": "shift-3",
+          "component": "ListItem",
+          "title": "Priya Nair",
+          "subtitle": "Floor Lead · 8:00a – 4:00p"
+        },
+        {
+          "id": "shift-4",
+          "component": "ListItem",
+          "title": "Dan Okoye",
+          "subtitle": "Stockroom · 7:00a – 3:00p"
+        },
+        {
+          "id": "shift-5",
+          "component": "ListItem",
+          "title": "Sofia Reyes",
+          "subtitle": "Manager · 9:00a – 6:00p"
+        },
+
+        {
+          "id": "week-compare",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["week-header", "week-chart"]
+        },
+        {
+          "id": "week-header",
+          "component": "CardHeader",
+          "title": "This Week vs Last Week",
+          "subtitle": "Daily sales comparison ($)"
+        },
+        {
+          "id": "week-chart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Sales ($)",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["week-this", "week-last"]
+        },
+        {
+          "id": "week-this",
+          "component": "Series",
+          "category": "This Week",
+          "values": [18420, 0, 0, 0, 0, 0, 0]
+        },
+        {
+          "id": "week-last",
+          "component": "Series",
+          "category": "Last Week",
+          "values": [16800, 19200, 17500, 20100, 24800, 31200, 22400]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console maps to your list as follows:
+
+1. **Sales vs target** — KPI card with progress bar (top-left)
+2. **Foot traffic** — hourly area chart
+3. **Best sellers with units** — horizontal bar chart in the "Best Sellers" tab
+4. **Out of stock** — table in the "Out of Stock" tab
+5. **On shift** — numbered staff list
+6. **Average basket size** — KPI card
+7. **Returns this week** — KPI card
+8. **Promotion performance** — table in the "Promotions" tab
+9. **Registers open/closed** — table in the "Registers" tab
+10. **Reorder an item** — form under the Out of Stock tab
+11. **View a different store** — store selector in the header
+12. **This week vs last week** — grouped bar chart at the bottom
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..29f1444a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-retail__r4.txt
@@ -0,0 +1,143 @@
+Here's a comprehensive store manager's daily console covering all 12 requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "store-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Store Console" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "store-console",
+    "components": [
+      { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "storeSelectRow", "kpiRow", "trafficCard", "bestReturnRow", "stockShiftRow", "promoCard", "registerCard", "compareCard"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Daily Store Console — Downtown Flagship", "subtitle": "Tuesday, live overview" },
+
+      { "id": "storeSelectRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["storeSelectControl", "reorderDrawer"] },
+      { "id": "storeSelectControl", "component": "FormControl", "label": "View a different store", "input": "storeSelect", "weight": 2 },
+      { "id": "storeSelect", "component": "Select", "name": "store", "value": "downtown", "placeholder": "Select store", "items": ["optDowntown", "optWestside", "optAirport", "optMall"] },
+      { "id": "optDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown Flagship" },
+      { "id": "optWestside", "component": "SelectItem", "value": "westside", "label": "Westside Plaza" },
+      { "id": "optAirport", "component": "SelectItem", "value": "airport", "label": "Airport Terminal" },
+      { "id": "optMall", "component": "SelectItem", "value": "mall", "label": "Grand Mall" },
+
+      { "id": "reorderDrawer", "component": "DrawerBlock", "triggerLabel": "Reorder an item", "title": "Reorder Stock", "description": "Place a replenishment order for an item", "content": ["reorderForm"] },
+      { "id": "reorderForm", "component": "Form", "name": "reorder", "buttons": "reorderButtons", "fields": ["reorderItemCtrl", "reorderQtyCtrl", "reorderNoteCtrl"] },
+      { "id": "reorderItemCtrl", "component": "FormControl", "label": "Item", "input": "reorderItemSelect" },
+      { "id": "reorderItemSelect", "component": "Select", "name": "reorderItem", "placeholder": "Choose item", "items": ["riA", "riB", "riC", "riD"] },
+      { "id": "riA", "component": "SelectItem", "value": "sku-1001", "label": "Classic Tee — Black (out of stock)" },
+      { "id": "riB", "component": "SelectItem", "value": "sku-2044", "label": "Running Socks 3pk (out of stock)" },
+      { "id": "riC", "component": "SelectItem", "value": "sku-3090", "label": "Water Bottle 750ml (low)" },
+      { "id": "riD", "component": "SelectItem", "value": "sku-4120", "label": "Canvas Tote (low)" },
+      { "id": "reorderQtyCtrl", "component": "FormControl", "label": "Quantity", "input": "reorderQty", "hint": "Units to order" },
+      { "id": "reorderQty", "component": "Input", "name": "qty", "type": "number", "placeholder": "e.g. 50" },
+      { "id": "reorderNoteCtrl", "component": "FormControl", "label": "Note to supplier", "input": "reorderNote" },
+      { "id": "reorderNote", "component": "TextArea", "name": "note", "rows": 2, "placeholder": "Optional note" },
+      { "id": "reorderButtons", "component": "Buttons", "buttons": ["reorderSubmit"] },
+      { "id": "reorderSubmit", "component": "Button", "label": "Place Reorder", "variant": "primary", "action": [] },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["salesCard", "basketCard"] },
+
+      { "id": "salesCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["salesHead", "salesProgress", "salesText"] },
+      { "id": "salesHead", "component": "Heading", "text": "Sales Today vs Target", "level": "h4" },
+      { "id": "salesProgress", "component": "Progress", "value": 78, "label": "$18,720 of $24,000 target" },
+      { "id": "salesText", "component": "TextContent", "text": "**78%** of daily target reached — $5,280 to go.", "size": "small" },
+
+      { "id": "basketCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["basketHead", "basketVal", "basketTag"] },
+      { "id": "basketHead", "component": "Heading", "text": "Avg Basket Size", "level": "h4" },
+      { "id": "basketVal", "component": "TextContent", "text": "**$42.15**", "size": "large-heavy" },
+      { "id": "basketTag", "component": "Tag", "text": "+3.2% vs yesterday", "variant": "success", "size": "sm" },
+
+      { "id": "trafficCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["trafficHead", "trafficChart"] },
+      { "id": "trafficHead", "component": "Heading", "text": "Foot Traffic Through the Day", "level": "h4" },
+      { "id": "trafficChart", "component": "AreaChart", "variant": "natural", "xLabel": "Hour", "yLabel": "Visitors", "labels": ["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p"], "series": ["trafficSeries"] },
+      { "id": "trafficSeries", "component": "Series", "category": "Visitors", "values": [40, 85, 120, 210, 260, 190, 175, 220, 300, 340, 280, 160] },
+
+      { "id": "bestReturnRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["bestCard", "returnCard"] },
+
+      { "id": "bestCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["bestHead", "bestChart"] },
+      { "id": "bestHead", "component": "Heading", "text": "Best Sellers (units today)", "level": "h4" },
+      { "id": "bestChart", "component": "HorizontalBarChart", "xLabel": "Units", "labels": ["Classic Tee", "Water Bottle", "Canvas Tote", "Running Socks", "Cap"], "series": ["bestSeries"] },
+      { "id": "bestSeries", "component": "Series", "category": "Units Sold", "values": [142, 118, 96, 74, 61] },
+
+      { "id": "returnCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["returnHead", "returnVal", "returnChart"] },
+      { "id": "returnHead", "component": "Heading", "text": "Returns This Week", "level": "h4" },
+      { "id": "returnVal", "component": "TextContent", "text": "**63 items** returned · $2,410 refunded", "size": "small-heavy" },
+      { "id": "returnChart", "component": "BarChart", "xLabel": "Day", "yLabel": "Returns", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["returnSeries"] },
+      { "id": "returnSeries", "component": "Series", "category": "Returns", "values": [8, 11, 7, 9, 14, 10, 4] },
+
+      { "id": "stockShiftRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["stockCard", "shiftCard"] },
+
+      { "id": "stockCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["stockHead", "stockAlert", "stockList"] },
+      { "id": "stockHead", "component": "Heading", "text": "Out of Stock", "level": "h4" },
+      { "id": "stockAlert", "component": "Alert", "variant": "warning", "title": "4 items need reordering", "description": "Use the Reorder button at the top to replenish." },
+      { "id": "stockList", "component": "ListBlock", "variant": "number", "items": ["stk1", "stk2", "stk3", "stk4"] },
+      { "id": "stk1", "component": "ListItem", "title": "Classic Tee — Black", "subtitle": "SKU-1001 · sold out 11:20a", "actionLabel": "Reorder" },
+      { "id": "stk2", "component": "ListItem", "title": "Running Socks 3pk", "subtitle": "SKU-2044 · sold out 1:05p", "actionLabel": "Reorder" },
+      { "id": "stk3", "component": "ListItem", "title": "Leather Belt — Brown", "subtitle": "SKU-5210 · sold out yesterday", "actionLabel": "Reorder" },
+      { "id": "stk4", "component": "ListItem", "title": "Sport Cap — Navy", "subtitle": "SKU-6033 · sold out 3:40p", "actionLabel": "Reorder" },
+
+      { "id": "shiftCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["shiftHead", "shiftTable"] },
+      { "id": "shiftHead", "component": "Heading", "text": "On Shift Today", "level": "h4" },
+      { "id": "shiftTable", "component": "Table", "columns": ["shiftName", "shiftRole", "shiftHours"] },
+      { "id": "shiftName", "component": "Col", "label": "Name", "type": "string", "data": ["Maria Lopez", "James Chen", "Priya Patel", "Tom Wright", "Aisha Khan"] },
+      { "id": "shiftRole", "component": "Col", "label": "Role", "type": "string", "data": ["Manager", "Cashier", "Cashier", "Floor", "Floor"] },
+      { "id": "shiftHours", "component": "Col", "label": "Hours", "type": "string", "data": ["9a–5p", "9a–3p", "12p–8p", "10a–6p", "2p–8p"] },
+
+      { "id": "promoCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["promoHead", "promoTable"] },
+      { "id": "promoHead", "component": "Heading", "text": "Running Promotions Performance", "level": "h4" },
+      { "id": "promoTable", "component": "Table", "columns": ["promoName", "promoRedeem", "promoRevenue", "promoStatus"] },
+      { "id": "promoName", "component": "Col", "label": "Promotion", "type": "string", "data": ["Buy 2 Get 1 Tees", "20% Off Footwear", "Summer Bundle", "Loyalty Double Points"] },
+      { "id": "promoRedeem", "component": "Col", "label": "Redemptions", "type": "number", "data": [214, 156, 88, 340] },
+      { "id": "promoRevenue", "component": "Col", "label": "Revenue", "type": "string", "data": ["$4,120", "$3,480", "$2,900", "$6,050"] },
+      { "id": "promoStatus", "component": "Col", "label": "Trend", "type": "string", "data": ["On track", "Strong", "Slow", "Strong"] },
+
+      { "id": "registerCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["registerHead", "regRow"] },
+      { "id": "registerHead", "component": "Heading", "text": "Registers", "level": "h4" },
+      { "id": "regRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "wrap": true, "children": ["reg1", "reg2", "reg3", "reg4"] },
+      { "id": "reg1", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "weight": 1, "children": ["reg1t", "reg1b"] },
+      { "id": "reg1t", "component": "TextContent", "text": "**Register 1**", "size": "small-heavy" },
+      { "id": "reg1b", "component": "Badge", "text": "Open", "variant": "default" },
+      { "id": "reg2", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "weight": 1, "children": ["reg2t", "reg2b"] },
+      { "id": "reg2t", "component": "TextContent", "text": "**Register 2**", "size": "small-heavy" },
+      { "id": "reg2b", "component": "Badge", "text": "Open", "variant": "default" },
+      { "id": "reg3", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "weight": 1, "children": ["reg3t", "reg3b"] },
+      { "id": "reg3t", "component": "TextContent", "text": "**Register 3**", "size": "small-heavy" },
+      { "id": "reg3b", "component": "Badge", "text": "Closed", "variant": "destructive" },
+      { "id": "reg4", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "align": "center", "weight": 1, "children": ["reg4t", "reg4b"] },
+      { "id": "reg4t", "component": "TextContent", "text": "**Register 4**", "size": "small-heavy" },
+      { "id": "reg4b", "component": "Badge", "text": "Open", "variant": "default" },
+
+      { "id": "compareCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["compareHead", "compareChart", "compareText"] },
+      { "id": "compareHead", "component": "Heading", "text": "This Week vs Last Week", "level": "h4" },
+      { "id": "compareChart", "component": "LineChart", "variant": "natural", "xLabel": "Day", "yLabel": "Sales ($)", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["thisWeek", "lastWeek"] },
+      { "id": "thisWeek", "component": "Series", "category": "This Week", "values": [16200, 18720, 0, 0, 0, 0, 0] },
+      { "id": "lastWeek", "component": "Series", "category": "Last Week", "values": [15400, 17100, 16800, 18200, 21500, 26400, 19800] },
+      { "id": "compareText", "component": "TextContent", "text": "Week-to-date sales are **+7.4%** ahead of the same period last week.", "size": "small" }
+    ]
+  }
+}
+</a2ui-json>
+
+This single console covers all 12 items:
+
+1. **Sales vs target** — progress bar in the KPI row
+2. **Foot traffic** — area chart across the day
+3. **Best sellers with units** — horizontal bar chart
+4. **Out of stock** — numbered list with an alert
+5. **Who's on shift** — staff table
+6. **Average basket size** — KPI card with trend tag
+7. **Returns this week** — daily bar chart with totals
+8. **Promotion performance** — dedicated table with trend
+9. **Registers open/closed** — status badges per register
+10. **Reorder an item** — drawer form at the top
+11. **View a different store** — store selector at the top
+12. **This week vs last week** — dual-line comparison chart
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..324463b62
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r1.txt
@@ -0,0 +1,132 @@
+Here's a comprehensive admin overview dashboard covering all thirteen requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "period-row", "kpi-row", "trends-row", "customers-row", "risk-row", "adoption-row", "footer-row"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Admin Overview", "subtitle": "Company-wide performance & account health" },
+
+        { "id": "period-row", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "end", "justify": "between", "children": ["period-control", "invite-admin-dialog"] },
+        { "id": "period-control", "component": "FormControl", "label": "Reporting Period", "input": "period-select", "hint": "Adjust the period for all metrics below" },
+        { "id": "period-select", "component": "Select", "name": "reportingPeriod", "value": "last-30", "placeholder": "Select period", "items": ["p-7", "p-30", "p-90", "p-qtr", "p-year"] },
+        { "id": "p-7", "component": "SelectItem", "value": "last-7", "label": "Last 7 days" },
+        { "id": "p-30", "component": "SelectItem", "value": "last-30", "label": "Last 30 days" },
+        { "id": "p-90", "component": "SelectItem", "value": "last-90", "label": "Last 90 days" },
+        { "id": "p-qtr", "component": "SelectItem", "value": "quarter", "label": "This quarter" },
+        { "id": "p-year", "component": "SelectItem", "value": "year", "label": "This year" },
+
+        { "id": "invite-admin-dialog", "component": "DialogBlock", "triggerLabel": "Invite Admin", "triggerVariant": "default", "title": "Invite Another Admin", "description": "Send an invitation to grant admin access.", "content": ["invite-form"] },
+        { "id": "invite-form", "component": "Form", "name": "inviteAdmin", "buttons": "invite-buttons", "fields": ["invite-email-ctrl", "invite-role-ctrl"] },
+        { "id": "invite-email-ctrl", "component": "FormControl", "label": "Email Address", "input": "invite-email" },
+        { "id": "invite-email", "component": "Input", "name": "adminEmail", "type": "email", "placeholder": "name@company.com" },
+        { "id": "invite-role-ctrl", "component": "FormControl", "label": "Role", "input": "invite-role" },
+        { "id": "invite-role", "component": "Select", "name": "adminRole", "value": "admin", "items": ["role-admin", "role-billing", "role-super"] },
+        { "id": "role-admin", "component": "SelectItem", "value": "admin", "label": "Admin" },
+        { "id": "role-billing", "component": "SelectItem", "value": "billing", "label": "Billing Admin" },
+        { "id": "role-super", "component": "SelectItem", "value": "super", "label": "Super Admin" },
+        { "id": "invite-buttons", "component": "Buttons", "buttons": ["invite-send-btn"] },
+        { "id": "invite-send-btn", "component": "Button", "label": "Send Invitation", "variant": "primary", "action": ["submit"] },
+
+        { "id": "kpi-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["mrr-card", "arr-card", "churn-card", "nps-card"] },
+
+        { "id": "mrr-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["mrr-label", "mrr-value", "mrr-badge"] },
+        { "id": "mrr-label", "component": "TextContent", "text": "Monthly Recurring Revenue", "size": "small" },
+        { "id": "mrr-value", "component": "Heading", "text": "$248,600", "level": "h2" },
+        { "id": "mrr-badge", "component": "Badge", "text": "+4.2% MoM", "variant": "secondary" },
+
+        { "id": "arr-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["arr-label", "arr-value", "arr-badge"] },
+        { "id": "arr-label", "component": "TextContent", "text": "Annual Recurring Revenue", "size": "small" },
+        { "id": "arr-value", "component": "Heading", "text": "$2,983,200", "level": "h2" },
+        { "id": "arr-badge", "component": "Badge", "text": "+11.8% YoY", "variant": "secondary" },
+
+        { "id": "churn-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["churn-label", "churn-value", "churn-badge"] },
+        { "id": "churn-label", "component": "TextContent", "text": "Churn This Month", "size": "small" },
+        { "id": "churn-value", "component": "Heading", "text": "2.1%", "level": "h2" },
+        { "id": "churn-badge", "component": "Badge", "text": "6 accounts lost", "variant": "destructive" },
+
+        { "id": "nps-card", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["nps-label", "nps-value", "nps-progress"] },
+        { "id": "nps-label", "component": "TextContent", "text": "Current NPS", "size": "small" },
+        { "id": "nps-value", "component": "Heading", "text": "+52", "level": "h2" },
+        { "id": "nps-progress", "component": "Progress", "value": 76, "label": "Promoters lead detractors" },
+
+        { "id": "trends-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["signups-card", "plan-split-card", "seat-util-card"] },
+
+        { "id": "signups-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 2, "children": ["signups-header", "signups-chart"] },
+        { "id": "signups-header", "component": "CardHeader", "title": "New Signups", "subtitle": "Past 90 days" },
+        { "id": "signups-chart", "component": "AreaChart", "labels": ["Days 1-15", "16-30", "31-45", "46-60", "61-75", "76-90"], "series": ["signups-series"], "variant": "natural", "xLabel": "Period", "yLabel": "Signups" },
+        { "id": "signups-series", "component": "Series", "category": "Signups", "values": [48, 62, 55, 71, 88, 94] },
+
+        { "id": "plan-split-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["plan-header", "plan-chart"] },
+        { "id": "plan-header", "component": "CardHeader", "title": "Customers by Plan" },
+        { "id": "plan-chart", "component": "PieChart", "labels": ["Starter", "Growth", "Business", "Enterprise"], "values": [420, 310, 180, 64], "variant": "donut" },
+
+        { "id": "seat-util-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["seat-header", "seat-bar", "seat-detail"] },
+        { "id": "seat-header", "component": "CardHeader", "title": "Seat Utilization", "subtitle": "Company-wide" },
+        { "id": "seat-bar", "component": "Progress", "value": 78, "label": "9,360 of 12,000 seats active (78%)" },
+        { "id": "seat-detail", "component": "TextContent", "text": "2,640 seats unused across all accounts.", "size": "small" },
+
+        { "id": "customers-row", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["top-customers-card"] },
+        { "id": "top-customers-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["top-header", "top-table"] },
+        { "id": "top-header", "component": "CardHeader", "title": "Ten Largest Customers", "subtitle": "By annual spend" },
+        { "id": "top-table", "component": "Table", "columns": ["col-cust", "col-seats", "col-spend"] },
+        { "id": "col-cust", "component": "Col", "label": "Customer", "type": "string", "data": ["Acme Corp", "Globex", "Initech", "Umbrella Inc", "Stark Industries", "Wayne Enterprises", "Hooli", "Cyberdyne", "Soylent Co", "Massive Dynamic"] },
+        { "id": "col-seats", "component": "Col", "label": "Seats", "type": "number", "data": [640, 520, 480, 410, 390, 355, 300, 275, 240, 210] },
+        { "id": "col-spend", "component": "Col", "label": "Annual Spend", "type": "string", "data": ["$192,000", "$156,000", "$144,000", "$123,000", "$117,000", "$106,500", "$90,000", "$82,500", "$72,000", "$63,000"] },
+
+        { "id": "risk-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["at-risk-card", "failed-payments-card"] },
+
+        { "id": "at-risk-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["risk-header", "risk-table"] },
+        { "id": "risk-header", "component": "CardHeader", "title": "Accounts at Risk", "subtitle": "With reason" },
+        { "id": "risk-table", "component": "Table", "columns": ["risk-col-acct", "risk-col-reason", "risk-col-value"] },
+        { "id": "risk-col-acct", "component": "Col", "label": "Account", "type": "string", "data": ["Vertex Labs", "Nimbus SaaS", "Orion Retail", "Delta Health", "Fintrack"] },
+        { "id": "risk-col-reason", "component": "Col", "label": "Reason", "type": "string", "data": ["Login activity down 60%", "No feature adoption in 45 days", "Support escalations open", "Contract expiring, no renewal", "Champion left company"] },
+        { "id": "risk-col-value", "component": "Col", "label": "ARR", "type": "string", "data": ["$48,000", "$36,000", "$30,000", "$60,000", "$24,000"] },
+
+        { "id": "failed-payments-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["fp-header", "fp-list"] },
+        { "id": "fp-header", "component": "CardHeader", "title": "Failed Payments", "subtitle": "Retry available" },
+        { "id": "fp-list", "component": "ListBlock", "variant": "number", "items": ["fp-1", "fp-2", "fp-3"] },
+        { "id": "fp-1", "component": "ListItem", "title": "Nimbus SaaS — $3,000", "subtitle": "Card declined · 2 days ago", "actionLabel": "Retry" },
+        { "id": "fp-2", "component": "ListItem", "title": "Orion Retail — $2,500", "subtitle": "Insufficient funds · 4 days ago", "actionLabel": "Retry" },
+        { "id": "fp-3", "component": "ListItem", "title": "Fintrack — $2,000", "subtitle": "Expired card · 6 days ago", "actionLabel": "Retry" },
+
+        { "id": "adoption-row", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["adoption-card"] },
+        { "id": "adoption-card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["adoption-header", "adoption-chart"] },
+        { "id": "adoption-header", "component": "CardHeader", "title": "Feature Adoption", "subtitle": "Three newest features" },
+        { "id": "adoption-chart", "component": "HorizontalBarChart", "labels": ["AI Assistant", "Advanced Analytics", "Workflow Automation"], "series": ["adoption-series"], "xLabel": "% of accounts using", "yLabel": "Feature" },
+        { "id": "adoption-series", "component": "Series", "category": "Adoption %", "values": [58, 41, 27] },
+
+        { "id": "footer-row", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["footer-note"] },
+        { "id": "footer-note", "component": "TextContent", "text": "All figures reflect the selected reporting period. Use the invite button above to add administrators.", "size": "small" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers every numbered requirement:
+
+1. **MRR** — top KPI card ($248,600)
+2. **ARR** — top KPI card ($2,983,200)
+3. **Churn this month** — KPI card (2.1%, 6 accounts)
+4. **New signups over 90 days** — area chart
+5. **Customers by plan** — donut chart
+6. **Ten largest customers** — table with seats & spend
+7. **Accounts at risk** — table with reason per account
+8. **Failed payments** — list with a Retry action per item
+9. **Adoption of three newest features** — horizontal bar chart
+10. **Current NPS** — KPI card (+52)
+11. **Change reporting period** — Select control at top
+12. **Seat utilization** — progress bar (78%)
+13. **Invite another admin** — dialog with an invite form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..cb3d444e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r2.txt
@@ -0,0 +1,421 @@
+Here's a comprehensive admin overview dashboard covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-card", "period-invite-row", "kpi-row", "signups-card", "plan-nps-row", "top-customers-card", "risk-payments-row", "adoption-seat-row"]
+        },
+        {
+          "id": "header-card",
+          "component": "CardHeader",
+          "title": "Admin Overview",
+          "subtitle": "SaaS performance at a glance"
+        },
+        {
+          "id": "period-invite-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["period-control", "invite-admin-dialog"]
+        },
+        {
+          "id": "period-control",
+          "component": "FormControl",
+          "label": "Reporting period",
+          "hint": "Adjusts all metrics on this dashboard",
+          "input": "period-select"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "reportingPeriod",
+          "value": "30d",
+          "placeholder": "Select period",
+          "items": ["period-7", "period-30", "period-90", "period-qtr", "period-year"]
+        },
+        { "id": "period-7", "component": "SelectItem", "value": "7d", "label": "Last 7 days" },
+        { "id": "period-30", "component": "SelectItem", "value": "30d", "label": "Last 30 days" },
+        { "id": "period-90", "component": "SelectItem", "value": "90d", "label": "Last 90 days" },
+        { "id": "period-qtr", "component": "SelectItem", "value": "qtr", "label": "This quarter" },
+        { "id": "period-year", "component": "SelectItem", "value": "year", "label": "This year" },
+        {
+          "id": "invite-admin-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Invite admin",
+          "triggerVariant": "default",
+          "title": "Invite a new admin",
+          "description": "Send an invitation with admin privileges.",
+          "content": ["invite-form"]
+        },
+        {
+          "id": "invite-form",
+          "component": "Form",
+          "name": "inviteAdmin",
+          "fields": ["invite-email-fc", "invite-role-fc"],
+          "buttons": "invite-buttons"
+        },
+        {
+          "id": "invite-email-fc",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "invite-email-input"
+        },
+        {
+          "id": "invite-email-input",
+          "component": "Input",
+          "name": "inviteEmail",
+          "type": "email",
+          "placeholder": "name@company.com"
+        },
+        {
+          "id": "invite-role-fc",
+          "component": "FormControl",
+          "label": "Role",
+          "input": "invite-role-select"
+        },
+        {
+          "id": "invite-role-select",
+          "component": "Select",
+          "name": "inviteRole",
+          "value": "admin",
+          "items": ["role-admin", "role-billing", "role-super"]
+        },
+        { "id": "role-admin", "component": "SelectItem", "value": "admin", "label": "Admin" },
+        { "id": "role-billing", "component": "SelectItem", "value": "billing", "label": "Billing Admin" },
+        { "id": "role-super", "component": "SelectItem", "value": "super", "label": "Super Admin" },
+        {
+          "id": "invite-buttons",
+          "component": "Buttons",
+          "buttons": ["invite-send-btn"]
+        },
+        {
+          "id": "invite-send-btn",
+          "component": "Button",
+          "label": "Send invitation",
+          "variant": "primary",
+          "action": ["sendAdminInvite"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-mrr", "kpi-arr", "kpi-churn", "kpi-nps-quick"]
+        },
+        {
+          "id": "kpi-mrr",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-mrr-label", "kpi-mrr-value", "kpi-mrr-badge"]
+        },
+        { "id": "kpi-mrr-label", "component": "TextContent", "size": "small", "text": "Monthly Recurring Revenue" },
+        { "id": "kpi-mrr-value", "component": "Heading", "level": "h2", "text": "$482,300" },
+        { "id": "kpi-mrr-badge", "component": "Badge", "variant": "default", "text": "+4.2% MoM" },
+        {
+          "id": "kpi-arr",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-arr-label", "kpi-arr-value", "kpi-arr-badge"]
+        },
+        { "id": "kpi-arr-label", "component": "TextContent", "size": "small", "text": "Annual Recurring Revenue" },
+        { "id": "kpi-arr-value", "component": "Heading", "level": "h2", "text": "$5.79M" },
+        { "id": "kpi-arr-badge", "component": "Badge", "variant": "default", "text": "+12.8% YoY" },
+        {
+          "id": "kpi-churn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-churn-label", "kpi-churn-value", "kpi-churn-badge"]
+        },
+        { "id": "kpi-churn-label", "component": "TextContent", "size": "small", "text": "Churn this month" },
+        { "id": "kpi-churn-value", "component": "Heading", "level": "h2", "text": "2.1%" },
+        { "id": "kpi-churn-badge", "component": "Badge", "variant": "destructive", "text": "9 accounts lost" },
+        {
+          "id": "kpi-nps-quick",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-nps-label", "kpi-nps-value", "kpi-nps-badge"]
+        },
+        { "id": "kpi-nps-label", "component": "TextContent", "size": "small", "text": "Current NPS" },
+        { "id": "kpi-nps-value", "component": "Heading", "level": "h2", "text": "58" },
+        { "id": "kpi-nps-badge", "component": "Badge", "variant": "default", "text": "Great" },
+        {
+          "id": "signups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["signups-header", "signups-chart"]
+        },
+        { "id": "signups-header", "component": "CardHeader", "title": "New signups", "subtitle": "Past 90 days" },
+        {
+          "id": "signups-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Month",
+          "yLabel": "Signups",
+          "labels": ["Month 1", "Month 2", "Month 3"],
+          "series": ["signups-series"]
+        },
+        {
+          "id": "signups-series",
+          "component": "Series",
+          "category": "Signups",
+          "values": [312, 388, 451]
+        },
+        {
+          "id": "plan-nps-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["plan-split-card", "nps-detail-card"]
+        },
+        {
+          "id": "plan-split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["plan-header", "plan-chart"]
+        },
+        { "id": "plan-header", "component": "CardHeader", "title": "Customers by plan", "subtitle": "Distribution across tiers" },
+        {
+          "id": "plan-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Starter", "Growth", "Business", "Enterprise"],
+          "values": [640, 410, 220, 85]
+        },
+        {
+          "id": "nps-detail-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["nps-detail-header", "nps-detail-value", "nps-progress"]
+        },
+        { "id": "nps-detail-header", "component": "CardHeader", "title": "Net Promoter Score", "subtitle": "Based on latest survey" },
+        { "id": "nps-detail-value", "component": "Heading", "level": "h1", "text": "58" },
+        { "id": "nps-progress", "component": "Progress", "value": 79, "label": "79% promoters vs detractors" },
+        {
+          "id": "top-customers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["top-customers-header", "top-customers-table"]
+        },
+        { "id": "top-customers-header", "component": "CardHeader", "title": "Top 10 customers", "subtitle": "By annual spend" },
+        {
+          "id": "top-customers-table",
+          "component": "Table",
+          "columns": ["tc-name", "tc-plan", "tc-seats", "tc-spend"]
+        },
+        {
+          "id": "tc-name",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Acme Corp", "Globex", "Initech", "Umbrella Inc", "Hooli", "Stark Industries", "Wayne Enterprises", "Wonka Labs", "Cyberdyne", "Soylent Co"]
+        },
+        {
+          "id": "tc-plan",
+          "component": "Col",
+          "label": "Plan",
+          "type": "string",
+          "data": ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Enterprise", "Enterprise", "Business", "Business", "Growth"]
+        },
+        {
+          "id": "tc-seats",
+          "component": "Col",
+          "label": "Seats",
+          "type": "number",
+          "data": [1200, 980, 640, 875, 520, 1450, 1100, 410, 380, 260]
+        },
+        {
+          "id": "tc-spend",
+          "component": "Col",
+          "label": "Annual spend",
+          "type": "string",
+          "data": ["$288,000", "$235,200", "$153,600", "$210,000", "$124,800", "$348,000", "$264,000", "$98,400", "$91,200", "$46,800"]
+        },
+        {
+          "id": "risk-payments-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["risk-card", "payments-card"]
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["risk-header", "risk-list"]
+        },
+        { "id": "risk-header", "component": "CardHeader", "title": "Accounts at risk", "subtitle": "With reason" },
+        {
+          "id": "risk-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["risk-1", "risk-2", "risk-3", "risk-4"]
+        },
+        { "id": "risk-1", "component": "ListItem", "title": "Vandelay Industries", "subtitle": "Usage down 62% over 30 days" },
+        { "id": "risk-2", "component": "ListItem", "title": "Pied Piper", "subtitle": "Champion left the company" },
+        { "id": "risk-3", "component": "ListItem", "title": "Massive Dynamic", "subtitle": "Support tickets spiking, low CSAT" },
+        { "id": "risk-4", "component": "ListItem", "title": "Gringotts", "subtitle": "Renewal in 20 days, no engagement" },
+        {
+          "id": "payments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["payments-header", "payment-1", "payment-2", "payment-3"]
+        },
+        { "id": "payments-header", "component": "CardHeader", "title": "Failed payments", "subtitle": "Retry to recover revenue" },
+        {
+          "id": "payment-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-1-info", "payment-1-btn"]
+        },
+        { "id": "payment-1-info", "component": "TextContent", "size": "default", "text": "**Initech** — $12,800 · Card declined" },
+        { "id": "payment-1-btn", "component": "Button", "label": "Retry", "variant": "secondary", "size": "small", "action": ["retryPayment"] },
+        {
+          "id": "payment-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-2-info", "payment-2-btn"]
+        },
+        { "id": "payment-2-info", "component": "TextContent", "size": "default", "text": "**Soylent Co** — $3,900 · Insufficient funds" },
+        { "id": "payment-2-btn", "component": "Button", "label": "Retry", "variant": "secondary", "size": "small", "action": ["retryPayment"] },
+        {
+          "id": "payment-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-3-info", "payment-3-btn"]
+        },
+        { "id": "payment-3-info", "component": "TextContent", "size": "default", "text": "**Hooli** — $10,400 · Expired card" },
+        { "id": "payment-3-btn", "component": "Button", "label": "Retry", "variant": "secondary", "size": "small", "action": ["retryPayment"] },
+        {
+          "id": "adoption-seat-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["adoption-card", "seat-card"]
+        },
+        {
+          "id": "adoption-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["adoption-header", "adoption-chart"]
+        },
+        { "id": "adoption-header", "component": "CardHeader", "title": "Feature adoption", "subtitle": "Three newest features" },
+        {
+          "id": "adoption-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "% adoption",
+          "yLabel": "Feature",
+          "labels": ["AI Insights", "Workflow Builder", "Smart Alerts"],
+          "series": ["adoption-series"]
+        },
+        {
+          "id": "adoption-series",
+          "component": "Series",
+          "category": "Adoption %",
+          "values": [46, 31, 22]
+        },
+        {
+          "id": "seat-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["seat-header", "seat-value", "seat-progress", "seat-note"]
+        },
+        { "id": "seat-header", "component": "CardHeader", "title": "Seat utilization", "subtitle": "Company-wide" },
+        { "id": "seat-value", "component": "Heading", "level": "h2", "text": "18,420 / 22,500 seats" },
+        { "id": "seat-progress", "component": "Progress", "value": 82, "label": "82% of purchased seats active" },
+        { "id": "seat-note", "component": "TextContent", "size": "small", "text": "4,080 seats unused — potential expansion or right-sizing opportunity." }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers every item:
+
+1. **MRR** – KPI card ($482,300)
+2. **ARR** – KPI card ($5.79M)
+3. **Churn this month** – KPI card (2.1%)
+4. **New signups (90 days)** – area chart
+5. **Customers by plan** – donut chart
+6. **Top 10 customers** – table with seats & annual spend
+7. **Accounts at risk** – list with reasons
+8. **Failed payments** – each with a Retry button
+9. **Newest feature adoption** – horizontal bar chart
+10. **Current NPS** – KPI card + dedicated NPS card (58)
+11. **Reporting period** – Select control at the top
+12. **Seat utilization** – progress bar (82%)
+13. **Invite admin** – dialog with an invitation form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..2c3debefd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r3.txt
@@ -0,0 +1,494 @@
+Here's a comprehensive SaaS admin overview covering all thirteen requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "saas-admin-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "saas-admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "period-controls",
+            "kpi-row",
+            "signups-adoption-row",
+            "plan-nps-row",
+            "top-customers",
+            "risk-payments-tabs",
+            "seat-utilization",
+            "invite-admin"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Admin Overview",
+          "subtitle": "Company-wide performance and account health"
+        },
+        {
+          "id": "period-controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["period-label", "period-select"]
+        },
+        {
+          "id": "period-label",
+          "component": "TextContent",
+          "text": "**Reporting Period**",
+          "size": "default"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "reportingPeriod",
+          "placeholder": "Select period",
+          "value": "last-30",
+          "size": "medium",
+          "items": ["period-7", "period-30", "period-90", "period-qtr", "period-ytd", "period-12mo"]
+        },
+        { "id": "period-7", "component": "SelectItem", "value": "last-7", "label": "Last 7 days" },
+        { "id": "period-30", "component": "SelectItem", "value": "last-30", "label": "Last 30 days" },
+        { "id": "period-90", "component": "SelectItem", "value": "last-90", "label": "Last 90 days" },
+        { "id": "period-qtr", "component": "SelectItem", "value": "this-quarter", "label": "This quarter" },
+        { "id": "period-ytd", "component": "SelectItem", "value": "ytd", "label": "Year to date" },
+        { "id": "period-12mo", "component": "SelectItem", "value": "last-12mo", "label": "Last 12 months" },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-mrr", "kpi-arr", "kpi-churn", "kpi-nps"]
+        },
+        {
+          "id": "kpi-mrr",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-mrr-label", "kpi-mrr-value", "kpi-mrr-badge"]
+        },
+        { "id": "kpi-mrr-label", "component": "TextContent", "text": "Monthly Recurring Revenue", "size": "small" },
+        { "id": "kpi-mrr-value", "component": "Heading", "text": "$482,300", "level": "h2" },
+        { "id": "kpi-mrr-badge", "component": "Badge", "text": "▲ 6.4% MoM", "variant": "default" },
+        {
+          "id": "kpi-arr",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-arr-label", "kpi-arr-value", "kpi-arr-badge"]
+        },
+        { "id": "kpi-arr-label", "component": "TextContent", "text": "Annual Recurring Revenue", "size": "small" },
+        { "id": "kpi-arr-value", "component": "Heading", "text": "$5.79M", "level": "h2" },
+        { "id": "kpi-arr-badge", "component": "Badge", "text": "▲ 18.2% YoY", "variant": "default" },
+        {
+          "id": "kpi-churn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-churn-label", "kpi-churn-value", "kpi-churn-badge"]
+        },
+        { "id": "kpi-churn-label", "component": "TextContent", "text": "Churn This Month", "size": "small" },
+        { "id": "kpi-churn-value", "component": "Heading", "text": "2.1%", "level": "h2" },
+        { "id": "kpi-churn-badge", "component": "Badge", "text": "▲ 0.3% vs last month", "variant": "destructive" },
+        {
+          "id": "kpi-nps",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-nps-label", "kpi-nps-value", "kpi-nps-badge"]
+        },
+        { "id": "kpi-nps-label", "component": "TextContent", "text": "Current NPS", "size": "small" },
+        { "id": "kpi-nps-value", "component": "Heading", "text": "+52", "level": "h2" },
+        { "id": "kpi-nps-badge", "component": "Badge", "text": "Great", "variant": "default" },
+        {
+          "id": "signups-adoption-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["signups-card", "adoption-card"]
+        },
+        {
+          "id": "signups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["signups-header", "signups-chart"]
+        },
+        { "id": "signups-header", "component": "CardHeader", "title": "New Signups", "subtitle": "Past 90 days" },
+        {
+          "id": "signups-chart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Period",
+          "yLabel": "Signups",
+          "labels": ["Days 1-15", "Days 16-30", "Days 31-45", "Days 46-60", "Days 61-75", "Days 76-90"],
+          "series": ["signups-series"]
+        },
+        {
+          "id": "signups-series",
+          "component": "Series",
+          "category": "Signups",
+          "values": [142, 168, 155, 190, 214, 248]
+        },
+        {
+          "id": "adoption-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["adoption-header", "adoption-chart"]
+        },
+        { "id": "adoption-header", "component": "CardHeader", "title": "Feature Adoption", "subtitle": "Three newest features" },
+        {
+          "id": "adoption-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Adoption %",
+          "yLabel": "Feature",
+          "labels": ["Smart Insights", "Bulk Export", "Workflow Automations"],
+          "series": ["adoption-series"]
+        },
+        {
+          "id": "adoption-series",
+          "component": "Series",
+          "category": "Adoption %",
+          "values": [64, 41, 28]
+        },
+        {
+          "id": "plan-nps-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["plan-split-card", "nps-detail-card"]
+        },
+        {
+          "id": "plan-split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["plan-header", "plan-chart"]
+        },
+        { "id": "plan-header", "component": "CardHeader", "title": "Customers by Plan", "subtitle": "Distribution across tiers" },
+        {
+          "id": "plan-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Starter", "Growth", "Business", "Enterprise"],
+          "values": [640, 410, 185, 62]
+        },
+        {
+          "id": "nps-detail-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["nps-detail-header", "nps-detail-chart"]
+        },
+        { "id": "nps-detail-header", "component": "CardHeader", "title": "NPS Breakdown", "subtitle": "Promoters, passives, detractors" },
+        {
+          "id": "nps-detail-chart",
+          "component": "SingleStackedBarChart",
+          "labels": ["Promoters", "Passives", "Detractors"],
+          "values": [64, 24, 12]
+        },
+        {
+          "id": "top-customers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["top-customers-header", "top-customers-table"]
+        },
+        { "id": "top-customers-header", "component": "CardHeader", "title": "Top 10 Customers", "subtitle": "By annual spend" },
+        {
+          "id": "top-customers-table",
+          "component": "Table",
+          "columns": ["tc-name", "tc-plan", "tc-seats", "tc-spend"]
+        },
+        {
+          "id": "tc-name",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Northwind Traders", "Contoso Ltd", "Globex Corp", "Initech", "Umbrella Inc", "Acme Co", "Soylent Corp", "Hooli", "Wayne Enterprises", "Stark Industries"]
+        },
+        {
+          "id": "tc-plan",
+          "component": "Col",
+          "label": "Plan",
+          "type": "string",
+          "data": ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Growth", "Business", "Enterprise", "Enterprise", "Growth"]
+        },
+        {
+          "id": "tc-seats",
+          "component": "Col",
+          "label": "Seats",
+          "type": "number",
+          "data": [1240, 980, 720, 655, 540, 480, 410, 390, 355, 300]
+        },
+        {
+          "id": "tc-spend",
+          "component": "Col",
+          "label": "Annual Spend",
+          "type": "string",
+          "data": ["$312,000", "$268,400", "$184,200", "$171,600", "$142,800", "$118,000", "$104,500", "$98,700", "$91,300", "$82,000"]
+        },
+        {
+          "id": "risk-payments-tabs",
+          "component": "Tabs",
+          "items": ["tab-risk", "tab-payments"]
+        },
+        {
+          "id": "tab-risk",
+          "component": "TabItem",
+          "value": "risk",
+          "trigger": "Accounts at Risk",
+          "content": ["risk-table"]
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["risk-name", "risk-arr", "risk-reason", "risk-health"]
+        },
+        {
+          "id": "risk-name",
+          "component": "Col",
+          "label": "Account",
+          "type": "string",
+          "data": ["Vandelay Industries", "Pied Piper", "Cyberdyne Systems", "Massive Dynamic", "Oscorp"]
+        },
+        {
+          "id": "risk-arr",
+          "component": "Col",
+          "label": "ARR",
+          "type": "string",
+          "data": ["$64,000", "$48,500", "$92,000", "$37,200", "$55,800"]
+        },
+        {
+          "id": "risk-reason",
+          "component": "Col",
+          "label": "Risk Reason",
+          "type": "string",
+          "data": ["Usage down 45% over 60 days", "No admin login in 30 days", "Renewal in 14 days, no response", "Support tickets spiked 3x", "Downgraded seats twice this quarter"]
+        },
+        {
+          "id": "risk-health",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["Critical", "At Risk", "Critical", "At Risk", "At Risk"]
+        },
+        {
+          "id": "tab-payments",
+          "component": "TabItem",
+          "value": "payments",
+          "trigger": "Failed Payments",
+          "content": ["payments-table", "payments-retry-buttons"]
+        },
+        {
+          "id": "payments-table",
+          "component": "Table",
+          "columns": ["pay-name", "pay-amount", "pay-reason", "pay-date"]
+        },
+        {
+          "id": "pay-name",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Contoso Ltd", "Initech", "Acme Co", "Hooli"]
+        },
+        {
+          "id": "pay-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$268,400", "$171,600", "$118,000", "$98,700"]
+        },
+        {
+          "id": "pay-reason",
+          "component": "Col",
+          "label": "Failure Reason",
+          "type": "string",
+          "data": ["Card expired", "Insufficient funds", "Card declined", "3DS authentication failed"]
+        },
+        {
+          "id": "pay-date",
+          "component": "Col",
+          "label": "Failed On",
+          "type": "string",
+          "data": ["Feb 3", "Feb 5", "Feb 6", "Feb 8"]
+        },
+        {
+          "id": "payments-retry-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["retry-contoso", "retry-initech", "retry-acme", "retry-hooli"]
+        },
+        {
+          "id": "retry-contoso",
+          "component": "Button",
+          "label": "Retry — Contoso Ltd ($268,400)",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["retryPayment", "contoso"]
+        },
+        {
+          "id": "retry-initech",
+          "component": "Button",
+          "label": "Retry — Initech ($171,600)",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["retryPayment", "initech"]
+        },
+        {
+          "id": "retry-acme",
+          "component": "Button",
+          "label": "Retry — Acme Co ($118,000)",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["retryPayment", "acme"]
+        },
+        {
+          "id": "retry-hooli",
+          "component": "Button",
+          "label": "Retry — Hooli ($98,700)",
+          "variant": "secondary",
+          "size": "small",
+          "action": ["retryPayment", "hooli"]
+        },
+        {
+          "id": "seat-utilization",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["seat-header", "seat-progress", "seat-detail"]
+        },
+        { "id": "seat-header", "component": "CardHeader", "title": "Seat Utilization", "subtitle": "Active seats vs. licensed" },
+        {
+          "id": "seat-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "18,420 active of 23,600 licensed seats (78%)"
+        },
+        {
+          "id": "seat-detail",
+          "component": "TextContent",
+          "text": "5,180 seats currently unassigned across all accounts.",
+          "size": "small"
+        },
+        {
+          "id": "invite-admin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["invite-header", "invite-form"]
+        },
+        { "id": "invite-header", "component": "CardHeader", "title": "Invite Another Admin", "subtitle": "Grant administrative access" },
+        {
+          "id": "invite-form",
+          "component": "Form",
+          "name": "inviteAdminForm",
+          "fields": ["invite-email-control", "invite-role-control"],
+          "buttons": "invite-buttons"
+        },
+        {
+          "id": "invite-email-control",
+          "component": "FormControl",
+          "label": "Email Address",
+          "hint": "The invitee will receive an email to join.",
+          "input": "invite-email-input"
+        },
+        {
+          "id": "invite-email-input",
+          "component": "Input",
+          "name": "inviteEmail",
+          "type": "email",
+          "placeholder": "admin@company.com"
+        },
+        {
+          "id": "invite-role-control",
+          "component": "FormControl",
+          "label": "Role",
+          "input": "invite-role-select"
+        },
+        {
+          "id": "invite-role-select",
+          "component": "Select",
+          "name": "inviteRole",
+          "placeholder": "Select role",
+          "items": ["role-super", "role-billing", "role-readonly"]
+        },
+        { "id": "role-super", "component": "SelectItem", "value": "super-admin", "label": "Super Admin" },
+        { "id": "role-billing", "component": "SelectItem", "value": "billing-admin", "label": "Billing Admin" },
+        { "id": "role-readonly", "component": "SelectItem", "value": "read-only", "label": "Read-only Admin" },
+        {
+          "id": "invite-buttons",
+          "component": "Buttons",
+          "buttons": ["invite-send-btn"]
+        },
+        {
+          "id": "invite-send-btn",
+          "component": "Button",
+          "label": "Send Invite",
+          "variant": "primary",
+          "action": ["sendAdminInvite"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all thirteen requirements:
+
+1. **MRR** — KPI card ($482,300)
+2. **ARR** — KPI card ($5.79M)
+3. **Churn this month** — KPI card (2.1%)
+4. **New signups (90 days)** — line chart trend
+5. **Customers by plan** — donut chart split
+6. **Top 10 customers** — table with seats and spend
+7. **Accounts at risk** — table with per-account risk reason
+8. **Failed payments** — table plus per-customer retry buttons
+9. **Adoption of 3 newest features** — horizontal bar chart
+10. **Current NPS** — KPI card (+52) plus a breakdown chart
+11. **Change reporting period** — select control at top
+12. **Seat utilization** — progress bar with active/licensed detail
+13. **Invite another admin** — form with email and role
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..24246599f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b4-saas__r4.txt
@@ -0,0 +1,417 @@
+Here's a comprehensive admin overview dashboard covering all the required items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "kpi-row", "signups-card", "mid-row", "top-customers-card", "risk-payments-row", "adoption-nps-row", "seat-invite-row"]
+        },
+
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "period-select"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Admin Overview",
+          "level": "h1"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "reportingPeriod",
+          "placeholder": "Reporting period",
+          "value": "last30",
+          "items": ["period-7", "period-30", "period-90", "period-qtd", "period-ytd"]
+        },
+        { "id": "period-7", "component": "SelectItem", "value": "last7", "label": "Last 7 days" },
+        { "id": "period-30", "component": "SelectItem", "value": "last30", "label": "Last 30 days" },
+        { "id": "period-90", "component": "SelectItem", "value": "last90", "label": "Last 90 days" },
+        { "id": "period-qtd", "component": "SelectItem", "value": "qtd", "label": "Quarter to date" },
+        { "id": "period-ytd", "component": "SelectItem", "value": "ytd", "label": "Year to date" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["mrr-card", "arr-card", "churn-card", "nps-kpi-card"]
+        },
+        {
+          "id": "mrr-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["mrr-label", "mrr-value", "mrr-badge"]
+        },
+        { "id": "mrr-label", "component": "TextContent", "text": "Monthly Recurring Revenue", "size": "small" },
+        { "id": "mrr-value", "component": "Heading", "text": "$482,300", "level": "h2" },
+        { "id": "mrr-badge", "component": "Badge", "text": "+4.8% MoM", "variant": "secondary" },
+
+        {
+          "id": "arr-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["arr-label", "arr-value", "arr-badge"]
+        },
+        { "id": "arr-label", "component": "TextContent", "text": "Annual Recurring Revenue", "size": "small" },
+        { "id": "arr-value", "component": "Heading", "text": "$5,787,600", "level": "h2" },
+        { "id": "arr-badge", "component": "Badge", "text": "+11.2% YoY", "variant": "secondary" },
+
+        {
+          "id": "churn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["churn-label", "churn-value", "churn-badge"]
+        },
+        { "id": "churn-label", "component": "TextContent", "text": "Churn This Month", "size": "small" },
+        { "id": "churn-value", "component": "Heading", "text": "2.3%", "level": "h2" },
+        { "id": "churn-badge", "component": "Badge", "text": "11 accounts lost", "variant": "destructive" },
+
+        {
+          "id": "nps-kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["nps-label", "nps-value", "nps-badge"]
+        },
+        { "id": "nps-label", "component": "TextContent", "text": "Current NPS", "size": "small" },
+        { "id": "nps-value", "component": "Heading", "text": "+58", "level": "h2" },
+        { "id": "nps-badge", "component": "Badge", "text": "Great", "variant": "secondary" },
+
+        {
+          "id": "signups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["signups-header", "signups-chart"]
+        },
+        { "id": "signups-header", "component": "CardHeader", "title": "New Signups — Past 90 Days", "subtitle": "Weekly new customer accounts" },
+        {
+          "id": "signups-chart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Signups",
+          "labels": ["W1","W2","W3","W4","W5","W6","W7","W8","W9","W10","W11","W12","W13"],
+          "series": ["signups-series"]
+        },
+        {
+          "id": "signups-series",
+          "component": "Series",
+          "category": "New Signups",
+          "values": [42, 51, 47, 63, 58, 71, 66, 80, 74, 88, 92, 85, 97]
+        },
+
+        {
+          "id": "mid-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["plan-split-card", "seat-util-card"]
+        },
+        {
+          "id": "plan-split-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["plan-header", "plan-chart"]
+        },
+        { "id": "plan-header", "component": "CardHeader", "title": "Customers by Plan" },
+        {
+          "id": "plan-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Starter", "Growth", "Business", "Enterprise"],
+          "values": [640, 412, 198, 74]
+        },
+
+        {
+          "id": "seat-util-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["seat-header", "seat-summary", "seat-progress", "seat-note"]
+        },
+        { "id": "seat-header", "component": "CardHeader", "title": "Seat Utilization", "subtitle": "Company-wide" },
+        { "id": "seat-summary", "component": "TextContent", "text": "**14,820** of **18,500** seats active", "size": "large" },
+        { "id": "seat-progress", "component": "Progress", "value": 80, "label": "80% utilization" },
+        { "id": "seat-note", "component": "TextContent", "text": "3,680 seats unassigned across all accounts.", "size": "small" },
+
+        {
+          "id": "top-customers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["top-header", "top-table"]
+        },
+        { "id": "top-header", "component": "CardHeader", "title": "Ten Largest Customers", "subtitle": "By annual spend" },
+        {
+          "id": "top-table",
+          "component": "Table",
+          "columns": ["tc-name", "tc-plan", "tc-seats", "tc-spend"]
+        },
+        {
+          "id": "tc-name",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Northwind Corp", "Acme Global", "Contoso Ltd", "Initech", "Umbrella Inc", "Globex", "Soylent Co", "Stark Industries", "Wayne Enterprises", "Hooli"]
+        },
+        {
+          "id": "tc-plan",
+          "component": "Col",
+          "label": "Plan",
+          "type": "string",
+          "data": ["Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Enterprise", "Business"]
+        },
+        {
+          "id": "tc-seats",
+          "component": "Col",
+          "label": "Seats",
+          "type": "number",
+          "data": [1250, 980, 870, 640, 610, 540, 500, 460, 430, 400]
+        },
+        {
+          "id": "tc-spend",
+          "component": "Col",
+          "label": "Annual Spend",
+          "type": "string",
+          "data": ["$412,000", "$356,000", "$298,000", "$210,000", "$205,000", "$182,000", "$168,000", "$154,000", "$149,000", "$138,000"]
+        },
+
+        {
+          "id": "risk-payments-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["risk-card", "payments-card"]
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risk-header", "risk-list"]
+        },
+        { "id": "risk-header", "component": "CardHeader", "title": "Accounts at Risk" },
+        {
+          "id": "risk-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["risk-1", "risk-2", "risk-3", "risk-4"]
+        },
+        { "id": "risk-1", "component": "ListItem", "title": "Vandelay Industries", "subtitle": "Reason: Usage down 62% over last 30 days" },
+        { "id": "risk-2", "component": "ListItem", "title": "Pied Piper", "subtitle": "Reason: Executive sponsor left the company" },
+        { "id": "risk-3", "component": "ListItem", "title": "Dunder Mifflin", "subtitle": "Reason: Two support escalations unresolved" },
+        { "id": "risk-4", "component": "ListItem", "title": "Cyberdyne Systems", "subtitle": "Reason: Renewal in 14 days, no engagement" },
+
+        {
+          "id": "payments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["payments-header", "payment-1-row", "payment-2-row", "payment-3-row"]
+        },
+        { "id": "payments-header", "component": "CardHeader", "title": "Failed Payments" },
+        {
+          "id": "payment-1-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-1-info", "payment-1-btn"]
+        },
+        { "id": "payment-1-info", "component": "TextContent", "text": "**Globex** — $182,000 · Card declined", "size": "default" },
+        { "id": "payment-1-btn", "component": "Button", "label": "Retry", "variant": "primary", "size": "small", "action": ["retryPayment", "globex"] },
+        {
+          "id": "payment-2-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-2-info", "payment-2-btn"]
+        },
+        { "id": "payment-2-info", "component": "TextContent", "text": "**Initech** — $17,500 · Insufficient funds", "size": "default" },
+        { "id": "payment-2-btn", "component": "Button", "label": "Retry", "variant": "primary", "size": "small", "action": ["retryPayment", "initech"] },
+        {
+          "id": "payment-3-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["payment-3-info", "payment-3-btn"]
+        },
+        { "id": "payment-3-info", "component": "TextContent", "text": "**Soylent Co** — $14,000 · Expired card", "size": "default" },
+        { "id": "payment-3-btn", "component": "Button", "label": "Retry", "variant": "primary", "size": "small", "action": ["retryPayment", "soylent"] },
+
+        {
+          "id": "adoption-nps-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["adoption-card", "nps-detail-card"]
+        },
+        {
+          "id": "adoption-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["adoption-header", "adoption-chart"]
+        },
+        { "id": "adoption-header", "component": "CardHeader", "title": "Adoption — Three Newest Features", "subtitle": "% of active accounts using each" },
+        {
+          "id": "adoption-chart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Adoption %",
+          "yLabel": "Feature",
+          "labels": ["AI Insights", "Bulk Import", "Shared Dashboards"],
+          "series": ["adoption-series"]
+        },
+        {
+          "id": "adoption-series",
+          "component": "Series",
+          "category": "Adoption %",
+          "values": [34, 58, 41]
+        },
+
+        {
+          "id": "nps-detail-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["nps-detail-header", "nps-detail-value", "nps-detail-breakdown"]
+        },
+        { "id": "nps-detail-header", "component": "CardHeader", "title": "Net Promoter Score", "subtitle": "Rolling 30-day" },
+        { "id": "nps-detail-value", "component": "Heading", "text": "+58", "level": "h1" },
+        { "id": "nps-detail-breakdown", "component": "TextContent", "text": "**Promoters:** 66% · **Passives:** 26% · **Detractors:** 8%", "size": "default" },
+
+        {
+          "id": "seat-invite-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["invite-header", "invite-form"]
+        },
+        { "id": "invite-header", "component": "CardHeader", "title": "Invite Another Admin", "subtitle": "Grant full admin access to your workspace" },
+        {
+          "id": "invite-form",
+          "component": "Form",
+          "name": "inviteAdminForm",
+          "fields": ["invite-email-control", "invite-role-control"],
+          "buttons": "invite-buttons"
+        },
+        {
+          "id": "invite-email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "hint": "They will receive an invitation link.",
+          "input": "invite-email-input"
+        },
+        { "id": "invite-email-input", "component": "Input", "name": "inviteEmail", "type": "email", "placeholder": "name@company.com" },
+        {
+          "id": "invite-role-control",
+          "component": "FormControl",
+          "label": "Role",
+          "input": "invite-role-select"
+        },
+        {
+          "id": "invite-role-select",
+          "component": "Select",
+          "name": "inviteRole",
+          "placeholder": "Select role",
+          "value": "admin",
+          "items": ["role-admin", "role-billing"]
+        },
+        { "id": "role-admin", "component": "SelectItem", "value": "admin", "label": "Full Admin" },
+        { "id": "role-billing", "component": "SelectItem", "value": "billing", "label": "Billing Admin" },
+        {
+          "id": "invite-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["invite-send-btn"]
+        },
+        { "id": "invite-send-btn", "component": "Button", "label": "Send Invite", "variant": "primary", "action": ["sendAdminInvite"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all thirteen requirements:
+
+1. **MRR** — top KPI card ($482,300)
+2. **ARR** — top KPI card ($5,787,600)
+3. **Churn this month** — top KPI card (2.3%)
+4. **New signups over 90 days** — area chart with weekly trend
+5. **Customers by plan** — donut chart split across four plans
+6. **Ten largest customers** — table with seats and spend
+7. **Accounts at risk** — list with a reason for each
+8. **Failed payments** — each with a retry button
+9. **Adoption of three newest features** — horizontal bar chart
+10. **Current NPS** — both a KPI card and a detailed breakdown
+11. **Change reporting period** — select control in the header
+12. **Seat utilization** — progress bar with company-wide summary
+13. **Invite another admin** — a form with email, role, and send button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..f11f2c687
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r1.txt
@@ -0,0 +1,765 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "topControls", "weatherRow", "metricsTabs", "incidentsSection", "reportsBacklogSection", "eventsRoadworksSection", "actionsSection"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "City Operations Center",
+          "subtitle": "Real-time citywide monitoring & response"
+        },
+        {
+          "id": "topControls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["districtFocusControl", "focusBtns"]
+        },
+        {
+          "id": "districtFocusControl",
+          "component": "FormControl",
+          "label": "Focus on District (13)",
+          "hint": "Filter the entire dashboard to a single district",
+          "input": "districtSelect"
+        },
+        {
+          "id": "districtSelect",
+          "component": "Select",
+          "name": "focusDistrict",
+          "placeholder": "All Districts",
+          "items": ["distAll", "distDowntown", "distNorth", "distSouth", "distEast", "distWest"]
+        },
+        { "id": "distAll", "component": "SelectItem", "value": "all", "label": "All Districts" },
+        { "id": "distDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+        { "id": "distNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "distSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "distEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "distWest", "component": "SelectItem", "value": "west", "label": "West" },
+        {
+          "id": "focusBtns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["applyFocusBtn"]
+        },
+        {
+          "id": "applyFocusBtn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "secondary",
+          "action": ["applyDistrictFocus"]
+        },
+        {
+          "id": "weatherRow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["weatherInfo", "weatherTags"]
+        },
+        {
+          "id": "weatherInfo",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "☀️ Current Weather: 22°C — Partly Cloudy · Humidity 58% · Wind 12 km/h NE"
+        },
+        {
+          "id": "weatherTags",
+          "component": "TagBlock",
+          "tags": ["UV: Moderate", "Visibility: Good", "No Alerts"]
+        },
+        {
+          "id": "metricsTabs",
+          "component": "Tabs",
+          "items": ["tabCongestion", "tabTransit", "tabAir", "tabEnergy", "tabWater", "tabEmergency", "tabParking"]
+        },
+        {
+          "id": "tabCongestion",
+          "component": "TabItem",
+          "value": "congestion",
+          "trigger": "Congestion",
+          "content": ["congestionHeading", "congestionChart", "congestionNote"]
+        },
+        {
+          "id": "congestionHeading",
+          "component": "Heading",
+          "text": "Traffic Congestion Right Now (1)",
+          "level": "h3"
+        },
+        {
+          "id": "congestionChart",
+          "component": "BarChart",
+          "labels": ["Downtown", "North", "South", "East", "West"],
+          "series": ["congestionSeries"],
+          "xLabel": "District",
+          "yLabel": "Congestion %"
+        },
+        {
+          "id": "congestionSeries",
+          "component": "Series",
+          "category": "Congestion Index",
+          "values": [82, 45, 63, 38, 55]
+        },
+        {
+          "id": "congestionNote",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Heavy congestion in Downtown",
+          "description": "82% congestion index — consider signal retiming on Main St corridor."
+        },
+        {
+          "id": "tabTransit",
+          "component": "TabItem",
+          "value": "transit",
+          "trigger": "Transit",
+          "content": ["transitHeading", "transitTable"]
+        },
+        {
+          "id": "transitHeading",
+          "component": "Heading",
+          "text": "Transit Punctuality (2)",
+          "level": "h3"
+        },
+        {
+          "id": "transitTable",
+          "component": "Table",
+          "columns": ["transitLine", "transitOnTime", "transitDelay"]
+        },
+        {
+          "id": "transitLine",
+          "component": "Col",
+          "label": "Line",
+          "type": "string",
+          "data": ["Metro Red", "Metro Blue", "Bus 12", "Bus 40", "Tram A"]
+        },
+        {
+          "id": "transitOnTime",
+          "component": "Col",
+          "label": "On-Time %",
+          "type": "number",
+          "data": [94, 88, 76, 91, 82]
+        },
+        {
+          "id": "transitDelay",
+          "component": "Col",
+          "label": "Avg Delay (min)",
+          "type": "number",
+          "data": [1.2, 2.8, 5.4, 1.9, 3.1]
+        },
+        {
+          "id": "tabAir",
+          "component": "TabItem",
+          "value": "air",
+          "trigger": "Air Quality",
+          "content": ["airHeading", "airChart"]
+        },
+        {
+          "id": "airHeading",
+          "component": "Heading",
+          "text": "Air Quality by District (3)",
+          "level": "h3"
+        },
+        {
+          "id": "airChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Downtown", "North", "South", "East", "West"],
+          "series": ["airSeries"],
+          "xLabel": "AQI",
+          "yLabel": "District"
+        },
+        {
+          "id": "airSeries",
+          "component": "Series",
+          "category": "Air Quality Index",
+          "values": [96, 52, 71, 44, 63]
+        },
+        {
+          "id": "tabEnergy",
+          "component": "TabItem",
+          "value": "energy",
+          "trigger": "Energy",
+          "content": ["energyHeading", "energyChart"]
+        },
+        {
+          "id": "energyHeading",
+          "component": "Heading",
+          "text": "Energy Use — Past Week (4)",
+          "level": "h3"
+        },
+        {
+          "id": "energyChart",
+          "component": "AreaChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["energySeries"],
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "MWh"
+        },
+        {
+          "id": "energySeries",
+          "component": "Series",
+          "category": "Consumption (MWh)",
+          "values": [820, 910, 875, 940, 990, 720, 680]
+        },
+        {
+          "id": "tabWater",
+          "component": "TabItem",
+          "value": "water",
+          "trigger": "Water",
+          "content": ["waterHeading", "waterProgress", "waterChart"]
+        },
+        {
+          "id": "waterHeading",
+          "component": "Heading",
+          "text": "Water Use Today (5)",
+          "level": "h3"
+        },
+        {
+          "id": "waterProgress",
+          "component": "Progress",
+          "value": 68,
+          "label": "68% of daily supply used (2.4M / 3.5M m³)"
+        },
+        {
+          "id": "waterChart",
+          "component": "SingleStackedBarChart",
+          "labels": ["Residential", "Commercial", "Industrial", "Municipal"],
+          "values": [1200000, 700000, 380000, 120000]
+        },
+        {
+          "id": "tabEmergency",
+          "component": "TabItem",
+          "value": "emergency",
+          "trigger": "Emergency Fleet",
+          "content": ["emergencyHeading", "emergencyTable"]
+        },
+        {
+          "id": "emergencyHeading",
+          "component": "Heading",
+          "text": "Emergency Vehicle Deployment (7)",
+          "level": "h3"
+        },
+        {
+          "id": "emergencyTable",
+          "component": "Table",
+          "columns": ["emUnit", "emType", "emLocation", "emStatus"]
+        },
+        {
+          "id": "emUnit",
+          "component": "Col",
+          "label": "Unit",
+          "type": "string",
+          "data": ["Ambulance A-7", "Fire Engine E-3", "Police P-11", "Ambulance A-2"]
+        },
+        {
+          "id": "emType",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": ["Medical", "Fire", "Patrol", "Medical"]
+        },
+        {
+          "id": "emLocation",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": ["5th & Main, Downtown", "Harbor Rd, South", "Central Park, North", "Elm St, East"]
+        },
+        {
+          "id": "emStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Scene", "En Route", "Patrolling", "Returning"]
+        },
+        {
+          "id": "tabParking",
+          "component": "TabItem",
+          "value": "parking",
+          "trigger": "Parking",
+          "content": ["parkingHeading", "parkingChart"]
+        },
+        {
+          "id": "parkingHeading",
+          "component": "Heading",
+          "text": "Downtown Parking Availability (8)",
+          "level": "h3"
+        },
+        {
+          "id": "parkingChart",
+          "component": "PieChart",
+          "labels": ["Occupied", "Available", "Reserved"],
+          "values": [1340, 460, 200],
+          "variant": "donut"
+        },
+        {
+          "id": "incidentsSection",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["incidentsHeading", "incidentsTable"]
+        },
+        {
+          "id": "incidentsHeading",
+          "component": "Heading",
+          "text": "Open Incidents (6)",
+          "level": "h3"
+        },
+        {
+          "id": "incidentsTable",
+          "component": "Table",
+          "columns": ["incId", "incType", "incLocation", "incSeverity"]
+        },
+        {
+          "id": "incId",
+          "component": "Col",
+          "label": "Incident",
+          "type": "string",
+          "data": ["#4821", "#4822", "#4823", "#4824", "#4825"]
+        },
+        {
+          "id": "incType",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": ["Vehicle Collision", "Water Main Break", "Power Outage", "Gas Leak", "Fallen Tree"]
+        },
+        {
+          "id": "incLocation",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": ["Main St & 3rd, Downtown", "Harbor Rd, South", "Grid 7, North", "Elm & Oak, East", "Park Ave, West"]
+        },
+        {
+          "id": "incSeverity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["High", "Critical", "Medium", "Critical", "Low"]
+        },
+        {
+          "id": "reportsBacklogSection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["citizenReportsCard", "backlogCard"]
+        },
+        {
+          "id": "citizenReportsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["reportsHeading", "reportsList"]
+        },
+        {
+          "id": "reportsHeading",
+          "component": "Heading",
+          "text": "Citizen Reports — Live (10)",
+          "level": "h3"
+        },
+        {
+          "id": "reportsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["report1", "report2", "report3", "report4"]
+        },
+        {
+          "id": "report1",
+          "component": "ListItem",
+          "title": "Pothole on Broadway",
+          "subtitle": "Downtown · 2 min ago"
+        },
+        {
+          "id": "report2",
+          "component": "ListItem",
+          "title": "Broken streetlight",
+          "subtitle": "North · 6 min ago"
+        },
+        {
+          "id": "report3",
+          "component": "ListItem",
+          "title": "Illegal dumping reported",
+          "subtitle": "East · 11 min ago"
+        },
+        {
+          "id": "report4",
+          "component": "ListItem",
+          "title": "Graffiti on underpass",
+          "subtitle": "West · 18 min ago"
+        },
+        {
+          "id": "backlogCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["backlogHeading", "backlogChart", "backlogProgress"]
+        },
+        {
+          "id": "backlogHeading",
+          "component": "Heading",
+          "text": "Service Request Backlog (11)",
+          "level": "h3"
+        },
+        {
+          "id": "backlogChart",
+          "component": "BarChart",
+          "labels": ["Roads", "Sanitation", "Utilities", "Parks", "Permits"],
+          "series": ["backlogSeries"],
+          "xLabel": "Department",
+          "yLabel": "Open Requests"
+        },
+        {
+          "id": "backlogSeries",
+          "component": "Series",
+          "category": "Backlog",
+          "values": [142, 89, 67, 34, 51]
+        },
+        {
+          "id": "backlogProgress",
+          "component": "Progress",
+          "value": 42,
+          "label": "42% resolved this week (383 total open)"
+        },
+        {
+          "id": "eventsRoadworksSection",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["erTabs"]
+        },
+        {
+          "id": "erTabs",
+          "component": "Tabs",
+          "items": ["tabEvents", "tabRoadworks", "tabMaintenance"]
+        },
+        {
+          "id": "tabEvents",
+          "component": "TabItem",
+          "value": "events",
+          "trigger": "Weekend Events",
+          "content": ["eventsHeading", "eventsList"]
+        },
+        {
+          "id": "eventsHeading",
+          "component": "Heading",
+          "text": "Public Events This Weekend (9)",
+          "level": "h3"
+        },
+        {
+          "id": "eventsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["event1", "event2", "event3"]
+        },
+        {
+          "id": "event1",
+          "component": "ListItem",
+          "title": "Downtown Food Festival",
+          "subtitle": "Sat 10:00 · Central Plaza · Est. 8,000 attendees"
+        },
+        {
+          "id": "event2",
+          "component": "ListItem",
+          "title": "Riverside Marathon",
+          "subtitle": "Sun 07:00 · South Loop · Road closures apply"
+        },
+        {
+          "id": "event3",
+          "component": "ListItem",
+          "title": "Open-Air Concert",
+          "subtitle": "Sat 19:00 · North Park · Est. 5,000 attendees"
+        },
+        {
+          "id": "tabRoadworks",
+          "component": "TabItem",
+          "value": "roadworks",
+          "trigger": "Roadworks",
+          "content": ["roadworksHeading", "roadworksTable"]
+        },
+        {
+          "id": "roadworksHeading",
+          "component": "Heading",
+          "text": "Roadworks Planned This Month (16)",
+          "level": "h3"
+        },
+        {
+          "id": "roadworksTable",
+          "component": "Table",
+          "columns": ["rwProject", "rwLocation", "rwDates", "rwStatus"]
+        },
+        {
+          "id": "rwProject",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Main St Resurfacing", "Bridge Expansion Joint", "Bike Lane Install", "Sewer Line Upgrade"]
+        },
+        {
+          "id": "rwLocation",
+          "component": "Col",
+          "label": "Location",
+          "type": "string",
+          "data": ["Downtown", "Harbor Bridge, South", "North Ave", "East District"]
+        },
+        {
+          "id": "rwDates",
+          "component": "Col",
+          "label": "Dates",
+          "type": "string",
+          "data": ["Jun 3–7", "Jun 10–14", "Jun 17–20", "Jun 24–28"]
+        },
+        {
+          "id": "rwStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Scheduled", "In Progress", "Scheduled", "Planned"]
+        },
+        {
+          "id": "tabMaintenance",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "Maintenance Due",
+          "content": ["maintHeading", "maintTable"]
+        },
+        {
+          "id": "maintHeading",
+          "component": "Heading",
+          "text": "Infrastructure Jobs Due for Maintenance (17)",
+          "level": "h3"
+        },
+        {
+          "id": "maintTable",
+          "component": "Table",
+          "columns": ["mAsset", "mType", "mDue", "mPriority"]
+        },
+        {
+          "id": "mAsset",
+          "component": "Col",
+          "label": "Asset",
+          "type": "string",
+          "data": ["Water Pump Station 4", "Traffic Signal Grid 7", "Overpass B-12", "Streetlight Zone N"]
+        },
+        {
+          "id": "mType",
+          "component": "Col",
+          "label": "Job Type",
+          "type": "string",
+          "data": ["Inspection", "Recalibration", "Structural Check", "Bulb Replacement"]
+        },
+        {
+          "id": "mDue",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Jun 5", "Jun 8", "Jun 12", "Jun 15"]
+        },
+        {
+          "id": "mPriority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Low"]
+        },
+        {
+          "id": "actionsSection",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "l",
+          "children": ["actionsHeading", "actionsRow"]
+        },
+        {
+          "id": "actionsHeading",
+          "component": "Heading",
+          "text": "Operations Actions",
+          "level": "h3"
+        },
+        {
+          "id": "actionsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["dispatchForm", "alertForm"]
+        },
+        {
+          "id": "dispatchForm",
+          "component": "Form",
+          "name": "dispatchCrewForm",
+          "weight": 1,
+          "buttons": "dispatchButtons",
+          "fields": ["dispatchCrewControl", "dispatchLocationControl", "dispatchNotesControl"]
+        },
+        {
+          "id": "dispatchCrewControl",
+          "component": "FormControl",
+          "label": "Crew Type (14 — Dispatch a Crew)",
+          "input": "dispatchCrewSelect"
+        },
+        {
+          "id": "dispatchCrewSelect",
+          "component": "Select",
+          "name": "crewType",
+          "placeholder": "Select crew",
+          "items": ["crewMaint", "crewElec", "crewWater", "crewEmergency"]
+        },
+        { "id": "crewMaint", "component": "SelectItem", "value": "maintenance", "label": "Maintenance Crew" },
+        { "id": "crewElec", "component": "SelectItem", "value": "electrical", "label": "Electrical Crew" },
+        { "id": "crewWater", "component": "SelectItem", "value": "water", "label": "Water/Sewer Crew" },
+        { "id": "crewEmergency", "component": "SelectItem", "value": "emergency", "label": "Emergency Response" },
+        {
+          "id": "dispatchLocationControl",
+          "component": "FormControl",
+          "label": "Dispatch Location",
+          "input": "dispatchLocationInput"
+        },
+        {
+          "id": "dispatchLocationInput",
+          "component": "Input",
+          "name": "dispatchLocation",
+          "type": "text",
+          "placeholder": "e.g. Main St & 3rd, Downtown"
+        },
+        {
+          "id": "dispatchNotesControl",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "dispatchNotesInput"
+        },
+        {
+          "id": "dispatchNotesInput",
+          "component": "TextArea",
+          "name": "dispatchNotes",
+          "rows": 2,
+          "placeholder": "Task details for the crew..."
+        },
+        {
+          "id": "dispatchButtons",
+          "component": "Buttons",
+          "buttons": ["dispatchSubmitBtn"]
+        },
+        {
+          "id": "dispatchSubmitBtn",
+          "component": "Button",
+          "label": "Dispatch Crew",
+          "variant": "primary",
+          "action": ["submitDispatch"]
+        },
+        {
+          "id": "alertForm",
+          "component": "Form",
+          "name": "publicAlertForm",
+          "weight": 1,
+          "buttons": "alertButtons",
+          "fields": ["alertSeverityControl", "alertDistrictControl", "alertMessageControl"]
+        },
+        {
+          "id": "alertSeverityControl",
+          "component": "FormControl",
+          "label": "Alert Severity (15 — Send a Public Alert)",
+          "input": "alertSeveritySelect"
+        },
+        {
+          "id": "alertSeveritySelect",
+          "component": "Select",
+          "name": "alertSeverity",
+          "placeholder": "Select severity",
+          "items": ["sevInfo", "sevWarn", "sevEmerg"]
+        },
+        { "id": "sevInfo", "component": "SelectItem", "value": "info", "label": "Info" },
+        { "id": "sevWarn", "component": "SelectItem", "value": "warning", "label": "Warning" },
+        { "id": "sevEmerg", "component": "SelectItem", "value": "emergency", "label": "Emergency" },
+        {
+          "id": "alertDistrictControl",
+          "component": "FormControl",
+          "label": "Target District",
+          "input": "alertDistrictSelect"
+        },
+        {
+          "id": "alertDistrictSelect",
+          "component": "Select",
+          "name": "alertDistrict",
+          "placeholder": "All Districts",
+          "items": ["adAll", "adDowntown", "adNorth", "adSouth", "adEast", "adWest"]
+        },
+        { "id": "adAll", "component": "SelectItem", "value": "all", "label": "All Districts" },
+        { "id": "adDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+        { "id": "adNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "adSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "adEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "adWest", "component": "SelectItem", "value": "west", "label": "West" },
+        {
+          "id": "alertMessageControl",
+          "component": "FormControl",
+          "label": "Alert Message",
+          "hint": "This message will be broadcast to citizens",
+          "input": "alertMessageInput"
+        },
+        {
+          "id": "alertMessageInput",
+          "component": "TextArea",
+          "name": "alertMessage",
+          "rows": 3,
+          "placeholder": "Type the public alert message to broadcast..."
+        },
+        {
+          "id": "alertButtons",
+          "component": "Buttons",
+          "buttons": ["alertSubmitBtn"]
+        },
+        {
+          "id": "alertSubmitBtn",
+          "component": "Button",
+          "label": "Send Public Alert",
+          "variant": "primary",
+          "type": "destructive",
+          "action": ["sendPublicAlert"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen dashboard covers every numbered requirement:
+
+- **(1) Congestion** and **(2) Transit**, **(3) Air Quality**, **(4) Energy**, **(5) Water**, **(7) Emergency Fleet**, **(8) Parking** — organized in the top metrics tab set with appropriate charts.
+- **(6) Open Incidents** — a table with type, location, and severity per row.
+- **(10) Citizen Reports** and **(11) Service Request Backlog** — side-by-side live feed and backlog chart.
+- **(9) Weekend Events**, **(16) Roadworks**, **(17) Maintenance Due** — grouped in a lower tab set.
+- **(12) Weather** — the banner row near the top.
+- **(13) District Focus** — a select + apply control at the top.
+- **(14) Dispatch a Crew** and **(15) Send a Public Alert (with message)** — two forms in the Operations Actions section.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..66f0060c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r2.txt
@@ -0,0 +1,159 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E88E5", "agentDisplayName": "City Ops Center" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "topControls", "weatherCongestionRow", "monitoringTabs", "incidentsCard", "reportsRequestsRow", "worksRow"] },
+
+        { "id": "header", "component": "CardHeader", "title": "City Operations Center", "subtitle": "Live citywide monitoring & dispatch" },
+
+        { "id": "topControls", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["districtFocus", "dispatchDialog", "alertDialog"] },
+
+        { "id": "districtFocus", "component": "FormControl", "label": "Focus on District (13)", "input": "districtSelect", "hint": "Filter dashboard to a single district" },
+        { "id": "districtSelect", "component": "Select", "name": "focus_district", "placeholder": "All Districts", "items": ["dsAll", "dsNorth", "dsSouth", "dsEast", "dsWest", "dsDowntown"] },
+        { "id": "dsAll", "component": "SelectItem", "value": "all", "label": "All Districts" },
+        { "id": "dsNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "dsSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "dsEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "dsWest", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "dsDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+
+        { "id": "dispatchDialog", "component": "DialogBlock", "triggerLabel": "Dispatch Crew (14)", "triggerVariant": "default", "title": "Dispatch a Crew", "description": "Assign a crew to an incident or location", "content": ["dispatchForm"] },
+        { "id": "dispatchForm", "component": "Form", "name": "dispatch_crew", "buttons": "dispatchButtons", "fields": ["dispatchCrewCtl", "dispatchLocCtl", "dispatchPriorityCtl"] },
+        { "id": "dispatchCrewCtl", "component": "FormControl", "label": "Crew", "input": "dispatchCrewSelect" },
+        { "id": "dispatchCrewSelect", "component": "Select", "name": "crew", "placeholder": "Select crew", "items": ["crewA", "crewB", "crewC"] },
+        { "id": "crewA", "component": "SelectItem", "value": "crew_a", "label": "Crew A - Roads" },
+        { "id": "crewB", "component": "SelectItem", "value": "crew_b", "label": "Crew B - Water" },
+        { "id": "crewC", "component": "SelectItem", "value": "crew_c", "label": "Crew C - Power" },
+        { "id": "dispatchLocCtl", "component": "FormControl", "label": "Location", "input": "dispatchLocInput" },
+        { "id": "dispatchLocInput", "component": "Input", "name": "location", "type": "text", "placeholder": "Address or intersection" },
+        { "id": "dispatchPriorityCtl", "component": "FormControl", "label": "Priority", "input": "dispatchPrioritySelect" },
+        { "id": "dispatchPrioritySelect", "component": "Select", "name": "priority", "placeholder": "Priority", "items": ["prLow", "prMed", "prHigh"] },
+        { "id": "prLow", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "prMed", "component": "SelectItem", "value": "medium", "label": "Medium" },
+        { "id": "prHigh", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "dispatchButtons", "component": "Buttons", "buttons": ["dispatchSubmit"] },
+        { "id": "dispatchSubmit", "component": "Button", "label": "Dispatch", "variant": "primary" },
+
+        { "id": "alertDialog", "component": "DialogBlock", "triggerLabel": "Send Public Alert (15)", "triggerVariant": "destructive", "title": "Send Public Alert", "description": "Broadcast a message to citizens", "content": ["alertForm"] },
+        { "id": "alertForm", "component": "Form", "name": "public_alert", "buttons": "alertButtons", "fields": ["alertSeverityCtl", "alertMsgCtl"] },
+        { "id": "alertSeverityCtl", "component": "FormControl", "label": "Severity", "input": "alertSeveritySelect" },
+        { "id": "alertSeveritySelect", "component": "Select", "name": "severity", "placeholder": "Severity", "items": ["asInfo", "asWarn", "asEmerg"] },
+        { "id": "asInfo", "component": "SelectItem", "value": "info", "label": "Info" },
+        { "id": "asWarn", "component": "SelectItem", "value": "warning", "label": "Warning" },
+        { "id": "asEmerg", "component": "SelectItem", "value": "emergency", "label": "Emergency" },
+        { "id": "alertMsgCtl", "component": "FormControl", "label": "Message", "input": "alertMsgInput" },
+        { "id": "alertMsgInput", "component": "TextArea", "name": "message", "placeholder": "Type the public alert message...", "rows": 4 },
+        { "id": "alertButtons", "component": "Buttons", "buttons": ["alertSubmit"] },
+        { "id": "alertSubmit", "component": "Button", "label": "Broadcast Alert", "variant": "primary", "type": "destructive" },
+
+        { "id": "weatherCongestionRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "l", "wrap": true, "children": ["weatherCard", "congestionCard"] },
+
+        { "id": "weatherCard", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["weatherHeader", "weatherTemp", "weatherTags"] },
+        { "id": "weatherHeader", "component": "CardHeader", "title": "Current Weather (12)", "subtitle": "Downtown Station" },
+        { "id": "weatherTemp", "component": "Heading", "text": "18°C · Partly Cloudy", "level": "h2" },
+        { "id": "weatherTags", "component": "TagBlock", "tags": ["Humidity 62%", "Wind 12 km/h", "UV Index 4", "Visibility Good"] },
+
+        { "id": "congestionCard", "component": "Card", "weight": 2, "direction": "column", "gap": "s", "children": ["congestionHeader", "congestionChart"] },
+        { "id": "congestionHeader", "component": "CardHeader", "title": "Congestion Right Now (1)", "subtitle": "Traffic index by district" },
+        { "id": "congestionChart", "component": "BarChart", "labels": ["North", "South", "East", "West", "Downtown"], "series": ["congestionSeries"], "xLabel": "District", "yLabel": "Congestion %" },
+        { "id": "congestionSeries", "component": "Series", "category": "Congestion", "values": [45, 68, 52, 39, 88] },
+
+        { "id": "monitoringTabs", "component": "Tabs", "items": ["tabTransit", "tabAir", "tabEnergy", "tabWater", "tabEmergency", "tabParking", "tabEvents"] },
+
+        { "id": "tabTransit", "component": "TabItem", "value": "transit", "trigger": "Transit (2)", "content": ["transitChart"] },
+        { "id": "transitChart", "component": "BarChart", "labels": ["Metro", "Bus", "Tram", "Rail", "Ferry"], "series": ["transitSeries"], "xLabel": "Mode", "yLabel": "On-Time %" },
+        { "id": "transitSeries", "component": "Series", "category": "Punctuality", "values": [94, 81, 88, 92, 76] },
+
+        { "id": "tabAir", "component": "TabItem", "value": "air", "trigger": "Air Quality (3)", "content": ["airChart"] },
+        { "id": "airChart", "component": "HorizontalBarChart", "labels": ["North", "South", "East", "West", "Downtown"], "series": ["airSeries"], "xLabel": "AQI", "yLabel": "District" },
+        { "id": "airSeries", "component": "Series", "category": "AQI", "values": [42, 78, 55, 38, 96] },
+
+        { "id": "tabEnergy", "component": "TabItem", "value": "energy", "trigger": "Energy (4)", "content": ["energyChart"] },
+        { "id": "energyChart", "component": "AreaChart", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["energySeries"], "variant": "natural", "xLabel": "Day", "yLabel": "MWh" },
+        { "id": "energySeries", "component": "Series", "category": "Energy Use", "values": [820, 910, 875, 960, 1020, 780, 720] },
+
+        { "id": "tabWater", "component": "TabItem", "value": "water", "trigger": "Water (5)", "content": ["waterProgress", "waterChart"] },
+        { "id": "waterProgress", "component": "Progress", "value": 64, "label": "Water Use Today: 64% of daily capacity" },
+        { "id": "waterChart", "component": "SingleStackedBarChart", "labels": ["Residential", "Commercial", "Industrial", "Public"], "values": [45, 25, 20, 10] },
+
+        { "id": "tabEmergency", "component": "TabItem", "value": "emergency", "trigger": "Emergency Units (7)", "content": ["emergencyTable"] },
+        { "id": "emergencyTable", "component": "Table", "columns": ["emUnitCol", "emTypeCol", "emLocCol", "emStatusCol"] },
+        { "id": "emUnitCol", "component": "Col", "label": "Unit", "type": "string", "data": ["Fire-01", "Ambulance-03", "Police-07", "Fire-04"] },
+        { "id": "emTypeCol", "component": "Col", "label": "Type", "type": "string", "data": ["Fire", "Medical", "Police", "Fire"] },
+        { "id": "emLocCol", "component": "Col", "label": "Deployed At", "type": "string", "data": ["5th & Main", "Riverside Ave", "Central Plaza", "Harbor Rd"] },
+        { "id": "emStatusCol", "component": "Col", "label": "Status", "type": "string", "data": ["On Scene", "En Route", "Patrolling", "Available"] },
+
+        { "id": "tabParking", "component": "TabItem", "value": "parking", "trigger": "Parking (8)", "content": ["parkingChart"] },
+        { "id": "parkingChart", "component": "RadialChart", "labels": ["Garage A", "Garage B", "Street Lot", "Plaza Deck"], "values": [72, 45, 88, 30] },
+
+        { "id": "tabEvents", "component": "TabItem", "value": "events", "trigger": "Events (9)", "content": ["eventsList"] },
+        { "id": "eventsList", "component": "ListBlock", "variant": "number", "items": ["ev1", "ev2", "ev3"] },
+        { "id": "ev1", "component": "ListItem", "title": "Riverside Music Festival", "subtitle": "Sat 2PM · Riverside Park · Est. 12,000" },
+        { "id": "ev2", "component": "ListItem", "title": "Downtown Marathon", "subtitle": "Sun 7AM · Central Route · Est. 8,000" },
+        { "id": "ev3", "component": "ListItem", "title": "Farmers Market Expo", "subtitle": "Sat & Sun · Market Square · Est. 4,000" },
+
+        { "id": "incidentsCard", "component": "Card", "direction": "column", "gap": "s", "children": ["incidentsHeader", "incidentsTable"] },
+        { "id": "incidentsHeader", "component": "CardHeader", "title": "Open Incidents (6)", "subtitle": "Location & severity" },
+        { "id": "incidentsTable", "component": "Table", "columns": ["incIdCol", "incTypeCol", "incLocCol", "incSevCol"] },
+        { "id": "incIdCol", "component": "Col", "label": "ID", "type": "string", "data": ["INC-1021", "INC-1022", "INC-1023", "INC-1024"] },
+        { "id": "incTypeCol", "component": "Col", "label": "Type", "type": "string", "data": ["Water Main Break", "Traffic Collision", "Power Outage", "Gas Leak"] },
+        { "id": "incLocCol", "component": "Col", "label": "Location", "type": "string", "data": ["Elm St & 3rd", "Hwy 9 Exit 12", "West Grid Sector 4", "Oak Ave 220"] },
+        { "id": "incSevCol", "component": "Col", "label": "Severity", "type": "string", "data": ["High", "Medium", "High", "Critical"] },
+
+        { "id": "reportsRequestsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "l", "wrap": true, "children": ["reportsCard", "requestsCard"] },
+
+        { "id": "reportsCard", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["reportsHeader", "reportsList"] },
+        { "id": "reportsHeader", "component": "CardHeader", "title": "Citizen Reports (10)", "subtitle": "Incoming live" },
+        { "id": "reportsList", "component": "ListBlock", "variant": "image", "items": ["rep1", "rep2", "rep3"] },
+        { "id": "rep1", "component": "ListItem", "title": "Pothole on Maple Dr", "subtitle": "2 min ago · North" },
+        { "id": "rep2", "component": "ListItem", "title": "Broken streetlight", "subtitle": "6 min ago · Downtown" },
+        { "id": "rep3", "component": "ListItem", "title": "Overflowing bin at park", "subtitle": "11 min ago · East" },
+
+        { "id": "requestsCard", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["requestsHeader", "requestsChart"] },
+        { "id": "requestsHeader", "component": "CardHeader", "title": "Service Request Backlog (11)", "subtitle": "By category" },
+        { "id": "requestsChart", "component": "PieChart", "labels": ["Roads", "Waste", "Water", "Parks", "Lighting"], "values": [34, 22, 18, 15, 11], "variant": "donut" },
+
+        { "id": "worksRow", "component": "Card", "direction": "column", "gap": "s", "children": ["worksHeader", "worksTabs"] },
+        { "id": "worksHeader", "component": "CardHeader", "title": "Planned Works & Maintenance" },
+        { "id": "worksTabs", "component": "Tabs", "items": ["tabRoadworks", "tabMaintenance"] },
+
+        { "id": "tabRoadworks", "component": "TabItem", "value": "roadworks", "trigger": "Roadworks This Month (16)", "content": ["roadworksTable"] },
+        { "id": "roadworksTable", "component": "Table", "columns": ["rwLocCol", "rwStartCol", "rwEndCol", "rwStatusCol"] },
+        { "id": "rwLocCol", "component": "Col", "label": "Location", "type": "string", "data": ["Main St Resurfacing", "Bridge St Repairs", "Pine Ave Widening"] },
+        { "id": "rwStartCol", "component": "Col", "label": "Start", "type": "string", "data": ["Jun 3", "Jun 10", "Jun 18"] },
+        { "id": "rwEndCol", "component": "Col", "label": "End", "type": "string", "data": ["Jun 14", "Jun 24", "Jun 30"] },
+        { "id": "rwStatusCol", "component": "Col", "label": "Status", "type": "string", "data": ["In Progress", "Scheduled", "Scheduled"] },
+
+        { "id": "tabMaintenance", "component": "TabItem", "value": "maintenance", "trigger": "Maintenance Due (17)", "content": ["maintenanceTable"] },
+        { "id": "maintenanceTable", "component": "Table", "columns": ["mtAssetCol", "mtTypeCol", "mtDueCol", "mtPriorityCol"] },
+        { "id": "mtAssetCol", "component": "Col", "label": "Asset", "type": "string", "data": ["Water Pump #7", "Traffic Signal Grid B", "Sewer Line E-12", "Streetlight Zone 4"] },
+        { "id": "mtTypeCol", "component": "Col", "label": "Job", "type": "string", "data": ["Inspection", "Calibration", "Cleaning", "Bulb Replacement"] },
+        { "id": "mtDueCol", "component": "Col", "label": "Due", "type": "string", "data": ["Jun 8", "Jun 12", "Jun 15", "Jun 20"] },
+        { "id": "mtPriorityCol", "component": "Col", "label": "Priority", "type": "string", "data": ["High", "Medium", "High", "Low"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen dashboard covers all 17 items:
+
+- **Top controls:** District focus selector (13), Dispatch Crew dialog (14), and Send Public Alert dialog with message field (15).
+- **Header row:** Current Weather (12) and live Congestion by district (1).
+- **Monitoring tabs:** Transit punctuality (2), Air quality by district (3), Energy over the week (4), Water use today (5), Emergency vehicle deployment (7), Parking availability downtown (8), and weekend Public events (9).
+- **Incidents table:** Open incidents with location and severity (6).
+- **Middle row:** Live Citizen reports (10) and Service request backlog (11).
+- **Bottom tabs:** Roadworks this month (16) and Infrastructure maintenance due (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..de4348e72
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r3.txt
@@ -0,0 +1,168 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0B7BC2", "agentDisplayName": "City Ops Center" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "controlsRow", "topRow", "tabs"] },
+
+        { "id": "header", "component": "CardHeader", "title": "City Operations Center", "subtitle": "Live situational overview" },
+
+        { "id": "controlsRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["districtFocus", "dispatchDialog", "alertDrawer"] },
+
+        { "id": "districtFocus", "component": "FormControl", "label": "Focus District (13)", "input": "districtSelect", "hint": "Filter the whole board to one district" },
+        { "id": "districtSelect", "component": "Select", "name": "focusDistrict", "placeholder": "All districts", "items": ["dsDowntown", "dsNorth", "dsEast", "dsWest", "dsHarbor"] },
+        { "id": "dsDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+        { "id": "dsNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "dsEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "dsWest", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "dsHarbor", "component": "SelectItem", "value": "harbor", "label": "Harbor" },
+
+        { "id": "dispatchDialog", "component": "DialogBlock", "triggerLabel": "Dispatch Crew (14)", "title": "Dispatch a Crew", "description": "Assign a maintenance or emergency crew", "triggerVariant": "default", "content": ["dispatchForm"] },
+        { "id": "dispatchForm", "component": "Form", "name": "dispatch", "buttons": "dispatchButtons", "fields": ["dfCrew", "dfLocation", "dfPriority"] },
+        { "id": "dfCrew", "component": "FormControl", "label": "Crew", "input": "dfCrewSelect" },
+        { "id": "dfCrewSelect", "component": "Select", "name": "crew", "placeholder": "Select crew", "items": ["crewA", "crewB", "crewC"] },
+        { "id": "crewA", "component": "SelectItem", "value": "roads-1", "label": "Roads Unit 1" },
+        { "id": "crewB", "component": "SelectItem", "value": "medic-3", "label": "Medic Unit 3" },
+        { "id": "crewC", "component": "SelectItem", "value": "power-2", "label": "Power Unit 2" },
+        { "id": "dfLocation", "component": "FormControl", "label": "Location", "input": "dfLocInput" },
+        { "id": "dfLocInput", "component": "Input", "name": "location", "type": "text", "placeholder": "Address or intersection" },
+        { "id": "dfPriority", "component": "FormControl", "label": "Priority", "input": "dfPrioInput" },
+        { "id": "dfPrioInput", "component": "Select", "name": "priority", "placeholder": "Priority", "items": ["pLow", "pMed", "pHigh"] },
+        { "id": "pLow", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "pMed", "component": "SelectItem", "value": "medium", "label": "Medium" },
+        { "id": "pHigh", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "dispatchButtons", "component": "Buttons", "buttons": ["dispatchSubmit"] },
+        { "id": "dispatchSubmit", "component": "Button", "label": "Dispatch", "variant": "primary", "action": ["submit"] },
+
+        { "id": "alertDrawer", "component": "DrawerBlock", "triggerLabel": "Send Public Alert (15)", "title": "Send Public Alert", "description": "Broadcast a message to citizens", "content": ["alertForm"] },
+        { "id": "alertForm", "component": "Form", "name": "publicAlert", "buttons": "alertButtons", "fields": ["afSeverity", "afMsg"] },
+        { "id": "afSeverity", "component": "FormControl", "label": "Severity", "input": "afSevSelect" },
+        { "id": "afSevSelect", "component": "Select", "name": "severity", "placeholder": "Severity", "items": ["asInfo", "asWarn", "asEmerg"] },
+        { "id": "asInfo", "component": "SelectItem", "value": "info", "label": "Information" },
+        { "id": "asWarn", "component": "SelectItem", "value": "warning", "label": "Warning" },
+        { "id": "asEmerg", "component": "SelectItem", "value": "emergency", "label": "Emergency" },
+        { "id": "afMsg", "component": "FormControl", "label": "Message", "input": "afMsgArea", "hint": "This will be sent to all subscribed citizens" },
+        { "id": "afMsgArea", "component": "TextArea", "name": "message", "placeholder": "Type the public alert message...", "rows": 4 },
+        { "id": "alertButtons", "component": "Buttons", "buttons": ["alertSend"] },
+        { "id": "alertSend", "component": "Button", "label": "Broadcast Alert", "variant": "primary", "type": "destructive", "action": ["send"] },
+
+        { "id": "topRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["weatherCard", "congestionCard", "waterCard"] },
+
+        { "id": "weatherCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["weatherHead", "weatherTag", "weatherText"] },
+        { "id": "weatherHead", "component": "Heading", "text": "Current Weather (12)", "level": "h4" },
+        { "id": "weatherTag", "component": "Tag", "text": "18°C · Partly Cloudy", "variant": "info", "size": "lg" },
+        { "id": "weatherText", "component": "TextContent", "text": "Wind 12 km/h · Humidity 64% · UV 3", "size": "small" },
+
+        { "id": "congestionCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["congestionHead", "congestionProg", "congestionTag"] },
+        { "id": "congestionHead", "component": "Heading", "text": "Congestion Now (1)", "level": "h4" },
+        { "id": "congestionProg", "component": "Progress", "value": 72, "label": "Network load 72%" },
+        { "id": "congestionTag", "component": "Tag", "text": "Heavy on Ring Road", "variant": "warning" },
+
+        { "id": "waterCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["waterHead", "waterProg", "waterText"] },
+        { "id": "waterHead", "component": "Heading", "text": "Water Use Today (5)", "level": "h4" },
+        { "id": "waterProg", "component": "Progress", "value": 58, "label": "58% of daily capacity" },
+        { "id": "waterText", "component": "TextContent", "text": "312 ML consumed of 540 ML", "size": "small" },
+
+        { "id": "tabs", "component": "Tabs", "items": ["tabMobility", "tabEnviron", "tabIncidents", "tabCommunity", "tabInfra"] },
+
+        { "id": "tabMobility", "component": "TabItem", "value": "mobility", "trigger": "Mobility", "content": ["transitCard", "parkingCard"] },
+        { "id": "transitCard", "component": "Card", "direction": "column", "gap": "s", "children": ["transitHead", "transitChart"] },
+        { "id": "transitHead", "component": "Heading", "text": "Transit Punctuality (2)", "level": "h4" },
+        { "id": "transitChart", "component": "BarChart", "xLabel": "Line", "yLabel": "% On Time", "labels": ["Line 1", "Line 2", "Line 3", "Line 4", "Bus Rapid"], "series": ["transitSeries"] },
+        { "id": "transitSeries", "component": "Series", "category": "On Time %", "values": [94, 88, 76, 91, 83] },
+        { "id": "parkingCard", "component": "Card", "direction": "column", "gap": "s", "children": ["parkingHead", "parkingChart"] },
+        { "id": "parkingHead", "component": "Heading", "text": "Downtown Parking Availability (8)", "level": "h4" },
+        { "id": "parkingChart", "component": "PieChart", "variant": "donut", "labels": ["Occupied", "Available"], "values": [1420, 380] },
+
+        { "id": "tabEnviron", "component": "TabItem", "value": "environ", "trigger": "Environment & Energy", "content": ["airCard", "energyCard"] },
+        { "id": "airCard", "component": "Card", "direction": "column", "gap": "s", "children": ["airHead", "airChart"] },
+        { "id": "airHead", "component": "Heading", "text": "Air Quality by District (3)", "level": "h4" },
+        { "id": "airChart", "component": "HorizontalBarChart", "xLabel": "AQI", "yLabel": "District", "labels": ["Downtown", "North", "East", "West", "Harbor"], "series": ["airSeries"] },
+        { "id": "airSeries", "component": "Series", "category": "AQI", "values": [82, 45, 63, 51, 97] },
+        { "id": "energyCard", "component": "Card", "direction": "column", "gap": "s", "children": ["energyHead", "energyChart"] },
+        { "id": "energyHead", "component": "Heading", "text": "Energy Use — Past Week (4)", "level": "h4" },
+        { "id": "energyChart", "component": "AreaChart", "variant": "natural", "xLabel": "Day", "yLabel": "GWh", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["energySeries"] },
+        { "id": "energySeries", "component": "Series", "category": "GWh", "values": [38, 41, 40, 44, 47, 35, 33] },
+
+        { "id": "tabIncidents", "component": "TabItem", "value": "incidents", "trigger": "Incidents & Response", "content": ["incidentsCard", "emergencyCard", "backlogCard"] },
+        { "id": "incidentsCard", "component": "Card", "direction": "column", "gap": "s", "children": ["incidentsHead", "incidentsTable"] },
+        { "id": "incidentsHead", "component": "Heading", "text": "Open Incidents (6)", "level": "h4" },
+        { "id": "incidentsTable", "component": "Table", "columns": ["incCol1", "incCol2", "incCol3", "incCol4"] },
+        { "id": "incCol1", "component": "Col", "label": "ID", "type": "string", "data": ["INC-101", "INC-102", "INC-103", "INC-104"] },
+        { "id": "incCol2", "component": "Col", "label": "Type", "type": "string", "data": ["Water main break", "Traffic collision", "Power outage", "Gas leak"] },
+        { "id": "incCol3", "component": "Col", "label": "Location", "type": "string", "data": ["5th & Oak, Downtown", "Ring Rd km 12, East", "Harbor Grid B", "Elm St 44, North"] },
+        { "id": "incCol4", "component": "Col", "label": "Severity", "type": "string", "data": ["High", "Medium", "High", "Critical"] },
+
+        { "id": "emergencyCard", "component": "Card", "direction": "column", "gap": "s", "children": ["emergencyHead", "emergencyList"] },
+        { "id": "emergencyHead", "component": "Heading", "text": "Emergency Vehicle Deployment (7)", "level": "h4" },
+        { "id": "emergencyList", "component": "ListBlock", "variant": "number", "items": ["emItem1", "emItem2", "emItem3"] },
+        { "id": "emItem1", "component": "ListItem", "title": "Medic Unit 3", "subtitle": "En route — Ring Rd km 12 (East)" },
+        { "id": "emItem2", "component": "ListItem", "title": "Fire Engine 7", "subtitle": "On scene — Elm St 44 (North)" },
+        { "id": "emItem3", "component": "ListItem", "title": "Police Unit 12", "subtitle": "Staging — Harbor Grid B" },
+
+        { "id": "backlogCard", "component": "Card", "direction": "column", "gap": "s", "children": ["backlogHead", "backlogProg", "backlogText"] },
+        { "id": "backlogHead", "component": "Heading", "text": "Service Request Backlog (11)", "level": "h4" },
+        { "id": "backlogProg", "component": "Progress", "value": 41, "label": "41% cleared this week" },
+        { "id": "backlogText", "component": "TextContent", "text": "487 open requests · 12 aging over 30 days", "size": "small" },
+
+        { "id": "tabCommunity", "component": "TabItem", "value": "community", "trigger": "Community", "content": ["eventsCard", "reportsCard"] },
+        { "id": "eventsCard", "component": "Card", "direction": "column", "gap": "s", "children": ["eventsHead", "eventsList"] },
+        { "id": "eventsHead", "component": "Heading", "text": "Public Events This Weekend (9)", "level": "h4" },
+        { "id": "eventsList", "component": "ListBlock", "variant": "number", "items": ["evItem1", "evItem2", "evItem3"] },
+        { "id": "evItem1", "component": "ListItem", "title": "Harborfront Music Festival", "subtitle": "Sat 14:00 · Harbor · ~8,000 expected" },
+        { "id": "evItem2", "component": "ListItem", "title": "Downtown Farmers Market", "subtitle": "Sun 09:00 · Downtown Plaza" },
+        { "id": "evItem3", "component": "ListItem", "title": "City Marathon 10K", "subtitle": "Sun 07:00 · North → Downtown route" },
+
+        { "id": "reportsCard", "component": "Card", "direction": "column", "gap": "s", "children": ["reportsHead", "reportsList"] },
+        { "id": "reportsHead", "component": "Heading", "text": "Citizen Reports — Incoming (10)", "level": "h4" },
+        { "id": "reportsList", "component": "ListBlock", "variant": "number", "items": ["rpItem1", "rpItem2", "rpItem3", "rpItem4"] },
+        { "id": "rpItem1", "component": "ListItem", "title": "Pothole reported", "subtitle": "Maple Ave · 2 min ago" },
+        { "id": "rpItem2", "component": "ListItem", "title": "Broken streetlight", "subtitle": "West Park · 6 min ago" },
+        { "id": "rpItem3", "component": "ListItem", "title": "Overflowing bin", "subtitle": "Downtown Plaza · 11 min ago" },
+        { "id": "rpItem4", "component": "ListItem", "title": "Fallen tree branch", "subtitle": "North Elm St · 15 min ago" },
+
+        { "id": "tabInfra", "component": "TabItem", "value": "infra", "trigger": "Infrastructure", "content": ["roadworksCard", "maintenanceCard"] },
+        { "id": "roadworksCard", "component": "Card", "direction": "column", "gap": "s", "children": ["roadworksHead", "roadworksTable"] },
+        { "id": "roadworksHead", "component": "Heading", "text": "Roadworks Planned This Month (16)", "level": "h4" },
+        { "id": "roadworksTable", "component": "Table", "columns": ["rwCol1", "rwCol2", "rwCol3", "rwCol4"] },
+        { "id": "rwCol1", "component": "Col", "label": "Project", "type": "string", "data": ["Ring Rd resurfacing", "Oak St widening", "Harbor bridge joints"] },
+        { "id": "rwCol2", "component": "Col", "label": "District", "type": "string", "data": ["East", "Downtown", "Harbor"] },
+        { "id": "rwCol3", "component": "Col", "label": "Window", "type": "string", "data": ["Jun 3–12", "Jun 10–20", "Jun 18–25"] },
+        { "id": "rwCol4", "component": "Col", "label": "Status", "type": "string", "data": ["Scheduled", "Permitting", "Scheduled"] },
+
+        { "id": "maintenanceCard", "component": "Card", "direction": "column", "gap": "s", "children": ["maintenanceHead", "maintenanceTable"] },
+        { "id": "maintenanceHead", "component": "Heading", "text": "Infrastructure Jobs Due for Maintenance (17)", "level": "h4" },
+        { "id": "maintenanceTable", "component": "Table", "columns": ["mCol1", "mCol2", "mCol3", "mCol4"] },
+        { "id": "mCol1", "component": "Col", "label": "Asset", "type": "string", "data": ["Pump Station 4", "Traffic Signal Grid C", "Substation North", "Water Reservoir 2"] },
+        { "id": "mCol2", "component": "Col", "label": "District", "type": "string", "data": ["Harbor", "Downtown", "North", "West"] },
+        { "id": "mCol3", "component": "Col", "label": "Due", "type": "string", "data": ["Overdue 3d", "In 2d", "In 5d", "In 9d"] },
+        { "id": "mCol4", "component": "Col", "label": "Priority", "type": "string", "data": ["Critical", "High", "Medium", "Low"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered item:
+
+- **Top row:** Current weather (12), congestion now (1), water use today (5)
+- **Controls bar:** District focus selector (13), Dispatch Crew dialog (14), Send Public Alert drawer with message field (15)
+- **Mobility tab:** Transit punctuality (2), downtown parking availability (8)
+- **Environment & Energy tab:** Air quality by district (3), energy use over the past week (4)
+- **Incidents & Response tab:** Open incidents with location & severity (6), emergency vehicle deployment (7), service request backlog (11)
+- **Community tab:** Public events this weekend (9), incoming citizen reports (10)
+- **Infrastructure tab:** Roadworks planned this month (16), maintenance jobs due (17)
+
+Let me know if you'd like any section expanded, real-time data bindings wired in, or the layout reorganized (e.g., all-on-one-page instead of tabbed).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..96e4a0886
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-city__r4.txt
@@ -0,0 +1,175 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0B6FB5", "agentDisplayName": "City Operations Center" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "topRow", "controlsCard", "tabs", "reportsRow", "alertCard"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "City Operations Center", "subtitle": "Live citywide situational awareness" },
+
+        { "id": "topRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["weatherCard", "congestionCard", "waterCard"] },
+
+        { "id": "weatherCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 1, "children": ["weatherHdr", "weatherText", "weatherTags"] },
+        { "id": "weatherHdr", "component": "CardHeader", "title": "Current Weather (12)", "subtitle": "Downtown Station" },
+        { "id": "weatherText", "component": "TextContent", "size": "large-heavy", "text": "18°C · Partly Cloudy" },
+        { "id": "weatherTags", "component": "TagBlock", "tags": ["Wind 12 km/h", "Humidity 64%", "UV 3", "Vis 10 km"] },
+
+        { "id": "congestionCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 1, "children": ["congHdr", "congProg", "congChart"] },
+        { "id": "congHdr", "component": "CardHeader", "title": "Congestion Right Now (1)", "subtitle": "Network load index" },
+        { "id": "congProg", "component": "Progress", "value": 72, "label": "Citywide congestion 72%" },
+        { "id": "congChart", "component": "BarChart", "labels": ["Downtown", "North", "East", "South", "West"], "series": ["congSeries"], "xLabel": "District", "yLabel": "% load" },
+        { "id": "congSeries", "component": "Series", "category": "Load", "values": [88, 61, 74, 55, 69] },
+
+        { "id": "waterCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 1, "children": ["waterHdr", "waterText", "waterProg"] },
+        { "id": "waterHdr", "component": "CardHeader", "title": "Water Use Today (5)", "subtitle": "Cumulative consumption" },
+        { "id": "waterText", "component": "TextContent", "size": "large-heavy", "text": "412 ML used / 600 ML capacity" },
+        { "id": "waterProg", "component": "Progress", "value": 68, "label": "68% of daily allocation" },
+
+        { "id": "controlsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "m", "children": ["controlsHdr", "districtFocus", "opsForms"] },
+        { "id": "controlsHdr", "component": "CardHeader", "title": "Operations Controls", "subtitle": "Focus, dispatch, and alerts" },
+
+        { "id": "districtFocus", "component": "Form", "name": "focusDistrict", "buttons": "focusBtns", "fields": ["focusCtl"] },
+        { "id": "focusCtl", "component": "FormControl", "label": "Focus on District (13)", "input": "focusSelect", "hint": "Filters dashboards to a single district" },
+        { "id": "focusSelect", "component": "Select", "name": "district", "placeholder": "Select a district", "items": ["dOptAll", "dOptDT", "dOptN", "dOptE", "dOptS", "dOptW"] },
+        { "id": "dOptAll", "component": "SelectItem", "value": "all", "label": "All Districts" },
+        { "id": "dOptDT", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+        { "id": "dOptN", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "dOptE", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "dOptS", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "dOptW", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "focusBtns", "component": "Buttons", "buttons": ["focusApply"] },
+        { "id": "focusApply", "component": "Button", "label": "Apply Focus", "variant": "primary", "action": ["applyFocus"] },
+
+        { "id": "opsForms", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["dispatchDialog", "alertDrawer"] },
+
+        { "id": "dispatchDialog", "component": "DialogBlock", "triggerLabel": "Dispatch a Crew (14)", "title": "Dispatch Crew", "description": "Assign a crew to an incident location", "triggerVariant": "default", "content": ["dispatchForm"] },
+        { "id": "dispatchForm", "component": "Form", "name": "dispatch", "buttons": "dispatchBtns", "fields": ["dispCrewCtl", "dispLocCtl", "dispPrioCtl"] },
+        { "id": "dispCrewCtl", "component": "FormControl", "label": "Crew Type", "input": "dispCrewSelect" },
+        { "id": "dispCrewSelect", "component": "Select", "name": "crew", "placeholder": "Select crew", "items": ["crewFire", "crewMed", "crewUtil", "crewPolice"] },
+        { "id": "crewFire", "component": "SelectItem", "value": "fire", "label": "Fire Response" },
+        { "id": "crewMed", "component": "SelectItem", "value": "medical", "label": "Medical" },
+        { "id": "crewUtil", "component": "SelectItem", "value": "utility", "label": "Utility Repair" },
+        { "id": "crewPolice", "component": "SelectItem", "value": "police", "label": "Police" },
+        { "id": "dispLocCtl", "component": "FormControl", "label": "Location", "input": "dispLocInput" },
+        { "id": "dispLocInput", "component": "Input", "name": "location", "type": "text", "placeholder": "e.g. 5th & Main, Downtown" },
+        { "id": "dispPrioCtl", "component": "FormControl", "label": "Priority", "input": "dispPrioSelect" },
+        { "id": "dispPrioSelect", "component": "Select", "name": "priority", "placeholder": "Select priority", "items": ["prioHigh", "prioMed", "prioLow"] },
+        { "id": "prioHigh", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "prioMed", "component": "SelectItem", "value": "medium", "label": "Medium" },
+        { "id": "prioLow", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "dispatchBtns", "component": "Buttons", "buttons": ["dispatchSubmit"] },
+        { "id": "dispatchSubmit", "component": "Button", "label": "Dispatch Now", "variant": "primary", "type": "normal", "action": ["dispatchCrew"] },
+
+        { "id": "alertDrawer", "component": "DrawerBlock", "triggerLabel": "Send Public Alert (15)", "title": "Send Public Alert", "description": "Broadcast a message to the public", "content": ["alertForm"] },
+        { "id": "alertForm", "component": "Form", "name": "publicAlert", "buttons": "alertBtns", "fields": ["alertSevCtl", "alertAreaCtl", "alertMsgCtl"] },
+        { "id": "alertSevCtl", "component": "FormControl", "label": "Severity", "input": "alertSevSelect" },
+        { "id": "alertSevSelect", "component": "Select", "name": "severity", "placeholder": "Select severity", "items": ["asInfo", "asWarn", "asEmerg"] },
+        { "id": "asInfo", "component": "SelectItem", "value": "info", "label": "Advisory" },
+        { "id": "asWarn", "component": "SelectItem", "value": "warning", "label": "Warning" },
+        { "id": "asEmerg", "component": "SelectItem", "value": "emergency", "label": "Emergency" },
+        { "id": "alertAreaCtl", "component": "FormControl", "label": "Target Area", "input": "alertAreaInput" },
+        { "id": "alertAreaInput", "component": "Input", "name": "area", "type": "text", "placeholder": "e.g. Downtown, North" },
+        { "id": "alertMsgCtl", "component": "FormControl", "label": "Message", "input": "alertMsgInput", "hint": "This message is sent to the public" },
+        { "id": "alertMsgInput", "component": "TextArea", "name": "message", "rows": 4, "placeholder": "Type the public alert message..." },
+        { "id": "alertBtns", "component": "Buttons", "buttons": ["alertSubmit"] },
+        { "id": "alertSubmit", "component": "Button", "label": "Broadcast Alert", "variant": "primary", "type": "destructive", "action": ["sendAlert"] },
+
+        { "id": "tabs", "component": "Tabs", "items": ["tabMobility", "tabEnviron", "tabIncidents", "tabCity", "tabInfra"] },
+
+        { "id": "tabMobility", "component": "TabItem", "value": "mobility", "trigger": "Mobility", "content": ["transitCard", "parkingCard"] },
+        { "id": "transitCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["transitHdr", "transitChart"] },
+        { "id": "transitHdr", "component": "CardHeader", "title": "Transit Punctuality (2)", "subtitle": "On-time performance by line" },
+        { "id": "transitChart", "component": "HorizontalBarChart", "labels": ["Metro Red", "Metro Blue", "Bus 12", "Bus 40", "Tram A"], "series": ["transitSeries"], "xLabel": "% on-time", "yLabel": "Line" },
+        { "id": "transitSeries", "component": "Series", "category": "On-time %", "values": [94, 88, 76, 82, 91] },
+        { "id": "parkingCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["parkingHdr", "parkingChart"] },
+        { "id": "parkingHdr", "component": "CardHeader", "title": "Parking Availability Downtown (8)", "subtitle": "Free spaces by garage" },
+        { "id": "parkingChart", "component": "PieChart", "variant": "donut", "labels": ["Central Garage", "Market St", "Harbor Lot", "City Hall"], "values": [120, 45, 210, 30] },
+
+        { "id": "tabEnviron", "component": "TabItem", "value": "environment", "trigger": "Environment", "content": ["airCard", "energyCard"] },
+        { "id": "airCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["airHdr", "airChart"] },
+        { "id": "airHdr", "component": "CardHeader", "title": "Air Quality by District (3)", "subtitle": "AQI index (lower is better)" },
+        { "id": "airChart", "component": "BarChart", "labels": ["Downtown", "North", "East", "South", "West"], "series": ["airSeries"], "xLabel": "District", "yLabel": "AQI" },
+        { "id": "airSeries", "component": "Series", "category": "AQI", "values": [82, 45, 67, 51, 58] },
+        { "id": "energyCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["energyHdr", "energyChart"] },
+        { "id": "energyHdr", "component": "CardHeader", "title": "Energy Use Past Week (4)", "subtitle": "Grid demand (GWh/day)" },
+        { "id": "energyChart", "component": "AreaChart", "variant": "natural", "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], "series": ["energySeries"], "xLabel": "Day", "yLabel": "GWh" },
+        { "id": "energySeries", "component": "Series", "category": "Demand", "values": [42, 45, 44, 47, 49, 38, 36] },
+
+        { "id": "tabIncidents", "component": "TabItem", "value": "incidents", "trigger": "Incidents & Response", "content": ["incidentsCard", "emergencyCard", "backlogCard"] },
+        { "id": "incidentsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["incHdr", "incTable"] },
+        { "id": "incHdr", "component": "CardHeader", "title": "Open Incidents (6)", "subtitle": "Location and severity" },
+        { "id": "incTable", "component": "Table", "columns": ["incColId", "incColLoc", "incColType", "incColSev"] },
+        { "id": "incColId", "component": "Col", "label": "ID", "type": "string", "data": ["INC-1042", "INC-1043", "INC-1044", "INC-1045"] },
+        { "id": "incColLoc", "component": "Col", "label": "Location", "type": "string", "data": ["5th & Main, Downtown", "Harbor Rd, East", "Elm Park, North", "Bridge St, South"] },
+        { "id": "incColType", "component": "Col", "label": "Type", "type": "string", "data": ["Fire", "Traffic Collision", "Flooding", "Power Outage"] },
+        { "id": "incColSev", "component": "Col", "label": "Severity", "type": "string", "data": ["Critical", "High", "Medium", "High"] },
+        { "id": "emergencyCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["emHdr", "emList"] },
+        { "id": "emHdr", "component": "CardHeader", "title": "Emergency Vehicle Deployment (7)", "subtitle": "Active units on scene" },
+        { "id": "emList", "component": "ListBlock", "variant": "number", "items": ["emItem1", "emItem2", "emItem3"] },
+        { "id": "emItem1", "component": "ListItem", "title": "Engine 7 + Ladder 3", "subtitle": "Deployed: 5th & Main, Downtown (Fire)" },
+        { "id": "emItem2", "component": "ListItem", "title": "Ambulance 12", "subtitle": "Deployed: Harbor Rd, East (Collision)" },
+        { "id": "emItem3", "component": "ListItem", "title": "Rescue Unit 4", "subtitle": "Deployed: Bridge St, South (Power Outage)" },
+        { "id": "backlogCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["backHdr", "backChart"] },
+        { "id": "backHdr", "component": "CardHeader", "title": "Service Request Backlog (11)", "subtitle": "Open requests by category" },
+        { "id": "backChart", "component": "HorizontalBarChart", "labels": ["Potholes", "Streetlights", "Waste", "Graffiti", "Signage"], "series": ["backSeries"], "xLabel": "Open requests", "yLabel": "Category" },
+        { "id": "backSeries", "component": "Series", "category": "Open", "values": [128, 74, 56, 33, 21] },
+
+        { "id": "tabCity", "component": "TabItem", "value": "cityLife", "trigger": "City Life", "content": ["eventsCard"] },
+        { "id": "eventsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["evHdr", "evList"] },
+        { "id": "evHdr", "component": "CardHeader", "title": "Public Events This Weekend (9)", "subtitle": "Scheduled gatherings" },
+        { "id": "evList", "component": "ListBlock", "variant": "number", "items": ["evItem1", "evItem2", "evItem3"] },
+        { "id": "evItem1", "component": "ListItem", "title": "Riverside Music Festival", "subtitle": "Sat 14:00 · Harbor Park · ~8,000 expected" },
+        { "id": "evItem2", "component": "ListItem", "title": "Downtown Farmers Market", "subtitle": "Sun 09:00 · Market Square · ~2,500 expected" },
+        { "id": "evItem3", "component": "ListItem", "title": "City Marathon", "subtitle": "Sun 07:00 · Route through Downtown & North" },
+
+        { "id": "tabInfra", "component": "TabItem", "value": "infrastructure", "trigger": "Infrastructure", "content": ["roadworksCard", "maintCard"] },
+        { "id": "roadworksCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["rwHdr", "rwTable"] },
+        { "id": "rwHdr", "component": "CardHeader", "title": "Roadworks Planned This Month (16)", "subtitle": "Scheduled roadway projects" },
+        { "id": "rwTable", "component": "Table", "columns": ["rwColLoc", "rwColDates", "rwColStatus"] },
+        { "id": "rwColLoc", "component": "Col", "label": "Location", "type": "string", "data": ["Main St resurfacing", "Harbor Bridge repair", "North Ave widening", "Elm St repaving"] },
+        { "id": "rwColDates", "component": "Col", "label": "Dates", "type": "string", "data": ["Jun 3–10", "Jun 8–20", "Jun 12–25", "Jun 22–28"] },
+        { "id": "rwColStatus", "component": "Col", "label": "Status", "type": "string", "data": ["In Progress", "Scheduled", "In Progress", "Scheduled"] },
+        { "id": "maintCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["mtHdr", "mtTable"] },
+        { "id": "mtHdr", "component": "CardHeader", "title": "Infrastructure Jobs Due for Maintenance (17)", "subtitle": "Assets requiring servicing" },
+        { "id": "mtTable", "component": "Table", "columns": ["mtColAsset", "mtColDue", "mtColPrio"] },
+        { "id": "mtColAsset", "component": "Col", "label": "Asset", "type": "string", "data": ["Pump Station 4", "Traffic Signal Grid A", "Water Main Sector 9", "Streetlight Circuit 12"] },
+        { "id": "mtColDue", "component": "Col", "label": "Due", "type": "string", "data": ["Overdue 3d", "Due today", "Due in 2d", "Due in 5d"] },
+        { "id": "mtColPrio", "component": "Col", "label": "Priority", "type": "string", "data": ["Critical", "High", "High", "Medium"] },
+
+        { "id": "reportsRow", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["repHdr", "repList"] },
+        { "id": "repHdr", "component": "CardHeader", "title": "Citizen Reports — Live Feed (10)", "subtitle": "Reports as they come in" },
+        { "id": "repList", "component": "ListBlock", "variant": "number", "items": ["repItem1", "repItem2", "repItem3", "repItem4"] },
+        { "id": "repItem1", "component": "ListItem", "title": "Water pooling on sidewalk", "subtitle": "2 min ago · Harbor Rd, East · reported by resident" },
+        { "id": "repItem2", "component": "ListItem", "title": "Broken streetlight", "subtitle": "6 min ago · Elm St, North" },
+        { "id": "repItem3", "component": "ListItem", "title": "Illegal dumping", "subtitle": "11 min ago · Industrial Ave, West" },
+        { "id": "repItem4", "component": "ListItem", "title": "Traffic signal stuck on red", "subtitle": "14 min ago · 5th & Oak, Downtown" },
+
+        { "id": "alertCard", "component": "Callout", "variant": "warning", "title": "Active Advisory", "description": "Heavy congestion in Downtown due to INC-1042. Emergency crews on scene. Consider alternate routes." }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 17 items:
+
+- **Top row:** Current weather (12), congestion right now (1), water use today (5)
+- **Operations Controls:** district focus (13), dispatch a crew (14), send a public alert with message (15)
+- **Mobility tab:** transit punctuality (2), parking availability downtown (8)
+- **Environment tab:** air quality by district (3), energy use past week (4)
+- **Incidents & Response tab:** open incidents with location/severity (6), emergency vehicle deployment (7), service request backlog (11)
+- **City Life tab:** public events this weekend (9)
+- **Infrastructure tab:** roadworks this month (16), infrastructure maintenance jobs (17)
+- **Live feed:** citizen reports as they come in (10)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..2ea2a8a96
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,218 @@
+Here's a comprehensive emergency response coordination center screen covering all 18 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"erc-1","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D32F2F","agentDisplayName":"Emergency Response Coordination Center"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"erc-1","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","sevSummary","incidentsSection","resourcesTabs","sheltersSection","routesHospitalsRow","weatherSection","peopleSection","volunteersSection","donationsAidRow","commsRoadsRow","tasksSection","actionsSection"]},
+
+{"id":"hdr","component":"CardHeader","title":"Emergency Response Coordination Center","subtitle":"Live Operational Dashboard — Updated in real time"},
+
+{"id":"sevSummary","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["sevHead","sevTags","sevChart"]},
+{"id":"sevHead","component":"Heading","text":"2. Overall Severity Summary","level":"h3"},
+{"id":"sevTags","component":"Card","variant":"clear","direction":"row","gap":"s","wrap":true,"children":["sevT1","sevT2","sevT3","sevT4"]},
+{"id":"sevT1","component":"Tag","text":"Critical: 3","variant":"danger","size":"lg"},
+{"id":"sevT2","component":"Tag","text":"High: 5","variant":"warning","size":"lg"},
+{"id":"sevT3","component":"Tag","text":"Moderate: 8","variant":"info","size":"lg"},
+{"id":"sevT4","component":"Tag","text":"Low: 4","variant":"success","size":"lg"},
+{"id":"sevChart","component":"PieChart","labels":["Critical","High","Moderate","Low"],"values":[3,5,8,4],"variant":"donut"},
+
+{"id":"incidentsSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["incHead","incTable"]},
+{"id":"incHead","component":"Heading","text":"1. Active Incidents by Zone","level":"h3"},
+{"id":"incTable","component":"Table","columns":["incColZone","incColType","incColSev","incColStatus"]},
+{"id":"incColZone","component":"Col","label":"Zone","type":"string","data":["Zone A - Riverside","Zone B - Downtown","Zone C - Hillcrest","Zone D - Harbor","Zone E - Meadows"]},
+{"id":"incColType","component":"Col","label":"Incident","type":"string","data":["Flooding","Building Fire","Landslide risk","Storm surge","Power outage"]},
+{"id":"incColSev","component":"Col","label":"Severity","type":"string","data":["Critical","Critical","High","Critical","Moderate"]},
+{"id":"incColStatus","component":"Col","label":"Status","type":"string","data":["Active","Contained","Monitoring","Active","Active"]},
+
+{"id":"resourcesTabs","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["resHead","resTabsC"]},
+{"id":"resHead","component":"Heading","text":"3. Available Resources","level":"h3"},
+{"id":"resTabsC","component":"Tabs","items":["tabVeh","tabPer","tabSup"]},
+{"id":"tabVeh","component":"TabItem","value":"veh","trigger":"Vehicles","content":["vehTable"]},
+{"id":"vehTable","component":"Table","columns":["vehColType","vehColAvail","vehColDeployed"]},
+{"id":"vehColType","component":"Col","label":"Type","type":"string","data":["Ambulances","Fire Trucks","Rescue Boats","Helicopters","Transport Buses"]},
+{"id":"vehColAvail","component":"Col","label":"Available","type":"number","data":[12,8,6,3,10]},
+{"id":"vehColDeployed","component":"Col","label":"Deployed","type":"number","data":[18,5,9,2,4]},
+{"id":"tabPer","component":"TabItem","value":"per","trigger":"Personnel","content":["perTable"]},
+{"id":"perTable","component":"Table","columns":["perColRole","perColAvail","perColActive"]},
+{"id":"perColRole","component":"Col","label":"Role","type":"string","data":["Paramedics","Firefighters","Police","Search & Rescue","Medical Staff"]},
+{"id":"perColAvail","component":"Col","label":"Available","type":"number","data":[45,60,80,32,28]},
+{"id":"perColActive","component":"Col","label":"On Duty","type":"number","data":[38,52,64,30,25]},
+{"id":"tabSup","component":"TabItem","value":"sup","trigger":"Supplies","content":["supTable"]},
+{"id":"supTable","component":"Table","columns":["supColItem","supColQty","supColUnit"]},
+{"id":"supColItem","component":"Col","label":"Item","type":"string","data":["Water (bottles)","Food packs","Blankets","Medical kits","Fuel (liters)"]},
+{"id":"supColQty","component":"Col","label":"Quantity","type":"number","data":[12000,8500,4200,900,15000]},
+{"id":"supColUnit","component":"Col","label":"Status","type":"string","data":["Adequate","Low","Adequate","Critical","Adequate"]},
+
+{"id":"sheltersSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["shHead","shTable"]},
+{"id":"shHead","component":"Heading","text":"4. Shelters — Capacity & Occupancy","level":"h3"},
+{"id":"shTable","component":"Table","columns":["shColName","shColCap","shColOcc","shColAvail"]},
+{"id":"shColName","component":"Col","label":"Shelter","type":"string","data":["Central High School","Community Center","Sports Arena","North Church Hall","Municipal Gym"]},
+{"id":"shColCap","component":"Col","label":"Capacity","type":"number","data":[500,300,1200,200,400]},
+{"id":"shColOcc","component":"Col","label":"Occupancy","type":"number","data":[480,300,760,145,220]},
+{"id":"shColAvail","component":"Col","label":"Free Spaces","type":"number","data":[20,0,440,55,180]},
+
+{"id":"routesHospitalsRow","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["routesSection","hospitalsSection"]},
+{"id":"routesSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["rtHead","rtTable"]},
+{"id":"rtHead","component":"Heading","text":"5. Evacuation Route Status","level":"h3"},
+{"id":"rtTable","component":"Table","columns":["rtColName","rtColStatus"]},
+{"id":"rtColName","component":"Col","label":"Route","type":"string","data":["Route 1 - Main St","Route 2 - Coastal Rd","Route 3 - Hill Pass","Route 4 - Bridge Way","Route 5 - Valley Rd"]},
+{"id":"rtColStatus","component":"Col","label":"Status","type":"string","data":["Open","Congested","Closed","Open","Congested"]},
+{"id":"hospitalsSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["hosHead","hosTable"]},
+{"id":"hosHead","component":"Heading","text":"13. Nearby Hospitals — Free Beds","level":"h3"},
+{"id":"hosTable","component":"Table","columns":["hosColName","hosColBeds","hosColICU"]},
+{"id":"hosColName","component":"Col","label":"Hospital","type":"string","data":["St. Mary's General","Riverside Medical","City Trauma Center","Harbor Clinic"]},
+{"id":"hosColBeds","component":"Col","label":"Free Beds","type":"number","data":[42,18,7,25]},
+{"id":"hosColICU","component":"Col","label":"Free ICU","type":"number","data":[6,3,1,4]},
+
+{"id":"weatherSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["wxHead","wxChart","wxTable"]},
+{"id":"wxHead","component":"Heading","text":"6. Weather Forecast — Next 48 Hours","level":"h3"},
+{"id":"wxChart","component":"LineChart","labels":["Now","+6h","+12h","+18h","+24h","+30h","+36h","+42h","+48h"],"series":["wxRain","wxWind"],"variant":"natural","xLabel":"Time","yLabel":"Value"},
+{"id":"wxRain","component":"Series","category":"Rainfall (mm)","values":[12,18,25,30,22,15,8,5,3]},
+{"id":"wxWind","component":"Series","category":"Wind (km/h)","values":[35,45,60,55,48,40,30,25,20]},
+{"id":"wxTable","component":"Table","columns":["wxColTime","wxColCond","wxColAlert"]},
+{"id":"wxColTime","component":"Col","label":"Window","type":"string","data":["0-12h","12-24h","24-36h","36-48h"]},
+{"id":"wxColCond","component":"Col","label":"Condition","type":"string","data":["Heavy Rain","Storm Peak","Rain easing","Clearing"]},
+{"id":"wxColAlert","component":"Col","label":"Alert","type":"string","data":["Flood Warning","Severe Storm","Advisory","None"]},
+
+{"id":"peopleSection","component":"Card","variant":"sunk","direction":"row","gap":"l","wrap":true,"children":["pplRescued","pplCasualties","pplMissing"]},
+{"id":"pplRescued","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["pplRLabel","pplRVal"]},
+{"id":"pplRLabel","component":"TextContent","text":"7. People Rescued","size":"small-heavy"},
+{"id":"pplRVal","component":"Heading","text":"1,247","level":"h1"},
+{"id":"pplCasualties","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["pplCLabel","pplCVal"]},
+{"id":"pplCLabel","component":"TextContent","text":"7. Casualties","size":"small-heavy"},
+{"id":"pplCVal","component":"Heading","text":"23","level":"h1"},
+{"id":"pplMissing","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["pplMLabel","pplMVal"]},
+{"id":"pplMLabel","component":"TextContent","text":"Reported Missing","size":"small-heavy"},
+{"id":"pplMVal","component":"Heading","text":"58","level":"h1"},
+
+{"id":"volunteersSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["volHead","volTable"]},
+{"id":"volHead","component":"Heading","text":"8. Volunteers On Duty & Assignments","level":"h3"},
+{"id":"volTable","component":"Table","columns":["volColName","volColAssign","volColZone"]},
+{"id":"volColName","component":"Col","label":"Volunteer","type":"string","data":["Maria Lopez","James Chen","Aisha Khan","Tom Reilly","Nina Patel"]},
+{"id":"volColAssign","component":"Col","label":"Assignment","type":"string","data":["Shelter Support","Supply Distribution","First Aid","Search & Rescue","Logistics"]},
+{"id":"volColZone","component":"Col","label":"Zone","type":"string","data":["Zone A","Zone B","Zone D","Zone C","Zone E"]},
+
+{"id":"donationsAidRow","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["donationsSection","aidSection"]},
+{"id":"donationsSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["donHead","donChart","donTable"]},
+{"id":"donHead","component":"Heading","text":"9. Donations Received","level":"h3"},
+{"id":"donChart","component":"BarChart","labels":["Cash","Food","Water","Clothing","Medical"],"series":["donSeries"],"variant":"grouped","xLabel":"Category","yLabel":"Units/Value"},
+{"id":"donSeries","component":"Series","category":"Received","values":[85000,4200,12000,3100,900]},
+{"id":"donTable","component":"Table","columns":["donColType","donColAmt"]},
+{"id":"donColType","component":"Col","label":"Type","type":"string","data":["Cash ($)","Food packs","Water bottles","Clothing items","Medical kits"]},
+{"id":"donColAmt","component":"Col","label":"Amount","type":"number","data":[85000,4200,12000,3100,900]},
+{"id":"aidSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["aidHead","aidTable"]},
+{"id":"aidHead","component":"Heading","text":"10. Aid Requests Awaiting Action","level":"h3"},
+{"id":"aidTable","component":"Table","columns":["aidColZone","aidColNeed","aidColPri"]},
+{"id":"aidColZone","component":"Col","label":"Zone","type":"string","data":["Zone A","Zone D","Zone B","Zone C"]},
+{"id":"aidColNeed","component":"Col","label":"Requested","type":"string","data":["Medical kits","Rescue boats","Food & water","Blankets"]},
+{"id":"aidColPri","component":"Col","label":"Priority","type":"string","data":["Urgent","Urgent","High","Moderate"]},
+
+{"id":"commsRoadsRow","component":"Card","variant":"clear","direction":"row","gap":"l","wrap":true,"children":["commsSection","roadsSection"]},
+{"id":"commsSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["comHead","comTable"]},
+{"id":"comHead","component":"Heading","text":"11. Communication Channels","level":"h3"},
+{"id":"comTable","component":"Table","columns":["comColCh","comColStatus"]},
+{"id":"comColCh","component":"Col","label":"Channel","type":"string","data":["Radio Network","Cellular","Satellite Phone","Internet/VoIP","Emergency Hotline"]},
+{"id":"comColStatus","component":"Col","label":"Status","type":"string","data":["UP","DEGRADED","UP","DOWN","UP"]},
+{"id":"roadsSection","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["rdHead","rdTable"]},
+{"id":"rdHead","component":"Heading","text":"12. Roads Closed","level":"h3"},
+{"id":"rdTable","component":"Table","columns":["rdColRoad","rdColReason"]},
+{"id":"rdColRoad","component":"Col","label":"Road","type":"string","data":["Hill Pass","5th Ave Bridge","Coastal Hwy S","Old Mill Rd"]},
+{"id":"rdColReason","component":"Col","label":"Reason","type":"string","data":["Landslide","Structural risk","Flooded","Debris"]},
+
+{"id":"tasksSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["tskHead","tskTable"]},
+{"id":"tskHead","component":"Heading","text":"14. Open Tasks & Assignees","level":"h3"},
+{"id":"tskTable","component":"Table","columns":["tskColTask","tskColAssignee","tskColStatus"]},
+{"id":"tskColTask","component":"Col","label":"Task","type":"string","data":["Restock medical kits Zone A","Deploy boats to Harbor","Restore VoIP network","Reroute Zone C evacuation","Coordinate hospital transfers"]},
+{"id":"tskColAssignee","component":"Col","label":"Assignee","type":"string","data":["Logistics Team","Rescue Cmd. Ortiz","IT Support - Dev","Traffic Control","Med. Coord. Singh"]},
+{"id":"tskColStatus","component":"Col","label":"Status","type":"string","data":["In Progress","In Progress","Pending","Open","In Progress"]},
+
+{"id":"actionsSection","component":"Card","variant":"card","direction":"column","gap":"l","children":["actHead","actTabs"]},
+{"id":"actHead","component":"Heading","text":"Coordination Actions","level":"h3"},
+{"id":"actTabs","component":"Tabs","items":["tabReq","tabBroadcast","tabFocus","tabSitrep"]},
+
+{"id":"tabReq","component":"TabItem","value":"req","trigger":"15. Request Resources","content":["reqForm"]},
+{"id":"reqForm","component":"Form","name":"resourceRequest","buttons":"reqBtns","fields":["reqFcType","reqFcQty","reqFcZone"]},
+{"id":"reqFcType","component":"FormControl","label":"Resource Type","input":"reqType","hint":"Select the resource needed"},
+{"id":"reqType","component":"Select","name":"resourceType","placeholder":"Choose type","items":["reqTypeI1","reqTypeI2","reqTypeI3","reqTypeI4","reqTypeI5"]},
+{"id":"reqTypeI1","component":"SelectItem","value":"ambulance","label":"Ambulances"},
+{"id":"reqTypeI2","component":"SelectItem","value":"boats","label":"Rescue Boats"},
+{"id":"reqTypeI3","component":"SelectItem","value":"medical","label":"Medical Kits"},
+{"id":"reqTypeI4","component":"SelectItem","value":"food","label":"Food & Water"},
+{"id":"reqTypeI5","component":"SelectItem","value":"personnel","label":"Personnel"},
+{"id":"reqFcQty","component":"FormControl","label":"Quantity","input":"reqQty","hint":"Number of units required"},
+{"id":"reqQty","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 10"},
+{"id":"reqFcZone","component":"FormControl","label":"Destination Zone","input":"reqZone"},
+{"id":"reqZone","component":"Select","name":"destZone","placeholder":"Select zone","items":["reqZ1","reqZ2","reqZ3","reqZ4","reqZ5"]},
+{"id":"reqZ1","component":"SelectItem","value":"a","label":"Zone A - Riverside"},
+{"id":"reqZ2","component":"SelectItem","value":"b","label":"Zone B - Downtown"},
+{"id":"reqZ3","component":"SelectItem","value":"c","label":"Zone C - Hillcrest"},
+{"id":"reqZ4","component":"SelectItem","value":"d","label":"Zone D - Harbor"},
+{"id":"reqZ5","component":"SelectItem","value":"e","label":"Zone E - Meadows"},
+{"id":"reqBtns","component":"Buttons","buttons":["reqSubmit"]},
+{"id":"reqSubmit","component":"Button","label":"Submit Resource Request","variant":"primary","action":["submitResourceRequest"]},
+
+{"id":"tabBroadcast","component":"TabItem","value":"broadcast","trigger":"16. Broadcast Update","content":["bcForm"]},
+{"id":"bcForm","component":"Form","name":"broadcast","buttons":"bcBtns","fields":["bcFcChannel","bcFcMsg"]},
+{"id":"bcFcChannel","component":"FormControl","label":"Channels","input":"bcChannels","hint":"Select channels to broadcast on"},
+{"id":"bcChannels","component":"CheckBoxGroup","name":"channels","items":["bcCh1","bcCh2","bcCh3"]},
+{"id":"bcCh1","component":"CheckBoxItem","label":"Radio Network","description":"All field units","name":"radio","defaultChecked":true},
+{"id":"bcCh2","component":"CheckBoxItem","label":"Emergency Hotline","description":"Public alert line","name":"hotline"},
+{"id":"bcCh3","component":"CheckBoxItem","label":"Satellite Phone","description":"Remote teams","name":"sat"},
+{"id":"bcFcMsg","component":"FormControl","label":"Message","input":"bcMsg","hint":"Enter the update to broadcast"},
+{"id":"bcMsg","component":"TextArea","name":"message","placeholder":"Type your broadcast message...","rows":4},
+{"id":"bcBtns","component":"Buttons","buttons":["bcSubmit"]},
+{"id":"bcSubmit","component":"Button","label":"Broadcast Update","variant":"primary","action":["broadcastUpdate"]},
+
+{"id":"tabFocus","component":"TabItem","value":"focus","trigger":"17. Focus Zone","content":["focusForm"]},
+{"id":"focusForm","component":"Form","name":"focusZone","buttons":"focusBtns","fields":["focusFc"]},
+{"id":"focusFc","component":"FormControl","label":"Select Zone to Focus","input":"focusRadio","hint":"Dashboard will center on the selected zone"},
+{"id":"focusRadio","component":"RadioGroup","name":"focusZoneSel","items":["fR1","fR2","fR3","fR4","fR5"]},
+{"id":"fR1","component":"RadioItem","label":"Zone A - Riverside","description":"Critical flooding","value":"a"},
+{"id":"fR2","component":"RadioItem","label":"Zone B - Downtown","description":"Building fire contained","value":"b"},
+{"id":"fR3","component":"RadioItem","label":"Zone C - Hillcrest","description":"Landslide risk","value":"c"},
+{"id":"fR4","component":"RadioItem","label":"Zone D - Harbor","description":"Storm surge active","value":"d"},
+{"id":"fR5","component":"RadioItem","label":"Zone E - Meadows","description":"Power outage","value":"e"},
+{"id":"focusBtns","component":"Buttons","buttons":["focusSubmit"]},
+{"id":"focusSubmit","component":"Button","label":"Focus on Zone","variant":"secondary","action":["focusZone"]},
+
+{"id":"tabSitrep","component":"TabItem","value":"sitrep","trigger":"18. File Situation Report","content":["srForm"]},
+{"id":"srForm","component":"Form","name":"sitrep","buttons":"srBtns","fields":["srFcTitle","srFcSev","srFcBody"]},
+{"id":"srFcTitle","component":"FormControl","label":"Report Title","input":"srTitle"},
+{"id":"srTitle","component":"Input","name":"title","type":"text","placeholder":"e.g. Zone A Status Update 14:00"},
+{"id":"srFcSev","component":"FormControl","label":"Overall Severity","input":"srSev"},
+{"id":"srSev","component":"Select","name":"severity","placeholder":"Select severity","items":["srS1","srS2","srS3","srS4"]},
+{"id":"srS1","component":"SelectItem","value":"critical","label":"Critical"},
+{"id":"srS2","component":"SelectItem","value":"high","label":"High"},
+{"id":"srS3","component":"SelectItem","value":"moderate","label":"Moderate"},
+{"id":"srS4","component":"SelectItem","value":"low","label":"Low"},
+{"id":"srFcBody","component":"FormControl","label":"Situation Details","input":"srBody","hint":"Summarize the current situation, actions taken, and needs"},
+{"id":"srBody","component":"TextArea","name":"body","placeholder":"Describe the situation report...","rows":6},
+{"id":"srBtns","component":"Buttons","buttons":["srSubmit"]},
+{"id":"srSubmit","component":"Button","label":"File Situation Report","variant":"primary","action":["fileSitrep"]}
+]}}
+]
+</a2ui-json>
+
+This single-screen dashboard covers all 18 requirements:
+
+1. **Active incidents by zone** — table with zone, incident type, severity, and status
+2. **Overall severity summary** — count tags plus a donut chart breakdown
+3. **Resources** — tabbed vehicles / personnel / supplies views
+4. **Shelters** — capacity, occupancy, and free spaces per shelter
+5. **Evacuation route status** — open/congested/closed per route
+6. **48-hour weather** — line chart (rainfall/wind) plus a condition/alert table
+7. **Rescued & casualties** — headline metric cards (plus missing)
+8. **Volunteers** — name, assignment, and zone
+9. **Donations** — bar chart and itemized table
+10. **Aid requests** — pending requests with priority
+11. **Communication channels** — up/degraded/down status
+12. **Roads closed** — road and closure reason
+13. **Nearby hospitals** — free beds and free ICU beds
+14. **Open tasks** — task, assignee, and status
+15. **Request resources** — form with type, quantity, and destination
+16. **Broadcast update** — channel selection and message
+17. **Focus zone** — radio selection to center on a zone
+18. **File situation report** — title, severity, and detailed body
+
+The four action forms are grouped into tabs at the bottom for quick coordinator access.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..5d839d7d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,193 @@
+Here's a comprehensive emergency response coordination center dashboard covering all 18 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"erc","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D32F2F","agentDisplayName":"Emergency Response Coordination"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"erc","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","summaryRow","tabs","actionsHeader","actionsTabs"]},
+{"id":"hdr","component":"CardHeader","title":"Emergency Response Coordination Center","subtitle":"Live Operational Dashboard — Regional Command"},
+
+{"id":"summaryRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["sevSummary","rescueSummary","donationSummary"]},
+
+{"id":"sevSummary","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["sevSummaryHead","sevPie","sevTags"]},
+{"id":"sevSummaryHead","component":"Heading","text":"Overall Severity Summary","level":"h4"},
+{"id":"sevPie","component":"PieChart","variant":"donut","labels":["Critical","High","Moderate","Low"],"values":[4,7,9,5]},
+{"id":"sevTags","component":"TagBlock","tags":["Critical: 4","High: 7","Moderate: 9","Low: 5"]},
+
+{"id":"rescueSummary","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["rescueHead","rescueList"]},
+{"id":"rescueHead","component":"Heading","text":"Rescued & Casualties","level":"h4"},
+{"id":"rescueList","component":"ListBlock","variant":"number","items":["r1","r2","r3","r4"]},
+{"id":"r1","component":"ListItem","title":"People Rescued","subtitle":"1,284 to date"},
+{"id":"r2","component":"ListItem","title":"Injured (treated)","subtitle":"356"},
+{"id":"r3","component":"ListItem","title":"Confirmed Casualties","subtitle":"27"},
+{"id":"r4","component":"ListItem","title":"Missing / Unaccounted","subtitle":"63"},
+
+{"id":"donationSummary","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["donHead","donProgress","donTags"]},
+{"id":"donHead","component":"Heading","text":"Donations Received","level":"h4"},
+{"id":"donProgress","component":"Progress","value":72,"label":"$720,000 of $1,000,000 goal"},
+{"id":"donTags","component":"TagBlock","tags":["Cash: $520K","In-kind: $200K","Pledged: $145K"]},
+
+{"id":"tabs","component":"Tabs","items":["tabIncidents","tabResources","tabShelters","tabRoutes","tabWeather","tabPeople","tabComms","tabHospitals","tabTasks"]},
+
+{"id":"tabIncidents","component":"TabItem","value":"incidents","trigger":"Incidents","content":["incHead","incTable"]},
+{"id":"incHead","component":"Heading","text":"Active Incidents by Zone","level":"h4"},
+{"id":"incTable","component":"Table","columns":["incZone","incType","incSev","incStatus"]},
+{"id":"incZone","component":"Col","label":"Zone","type":"string","data":["Zone A - Riverside","Zone B - Downtown","Zone C - Hillcrest","Zone D - Harbor","Zone E - Northgate"]},
+{"id":"incType","component":"Col","label":"Incident","type":"string","data":["Flooding","Structural Fire","Landslide","Storm Surge","Power Outage"]},
+{"id":"incSev","component":"Col","label":"Severity","type":"string","data":["Critical","High","Critical","Moderate","Low"]},
+{"id":"incStatus","component":"Col","label":"Status","type":"string","data":["Active","Contained","Active","Monitoring","Restoring"]},
+
+{"id":"tabResources","component":"TabItem","value":"resources","trigger":"Resources","content":["resHead","resTable"]},
+{"id":"resHead","component":"Heading","text":"Vehicles, Personnel & Supplies Available","level":"h4"},
+{"id":"resTable","component":"Table","columns":["resCat","resItem","resAvail","resDeployed"]},
+{"id":"resCat","component":"Col","label":"Category","type":"string","data":["Vehicles","Vehicles","Vehicles","Personnel","Personnel","Supplies","Supplies","Supplies"]},
+{"id":"resItem","component":"Col","label":"Resource","type":"string","data":["Ambulances","Fire Trucks","Rescue Boats","Paramedics","Firefighters","Water (pallets)","Blankets","Food Kits"]},
+{"id":"resAvail","component":"Col","label":"Available","type":"number","data":[12,8,6,45,60,320,1500,900]},
+{"id":"resDeployed","component":"Col","label":"Deployed","type":"number","data":[9,7,5,38,52,180,1100,720]},
+
+{"id":"tabShelters","component":"TabItem","value":"shelters","trigger":"Shelters","content":["shHead","shTable"]},
+{"id":"shHead","component":"Heading","text":"Shelters — Capacity & Occupancy","level":"h4"},
+{"id":"shTable","component":"Table","columns":["shName","shCap","shOcc","shPct"]},
+{"id":"shName","component":"Col","label":"Shelter","type":"string","data":["Central High School","Community Arena","St. Mary's Hall","Northgate Gym","Harbor Rec Center"]},
+{"id":"shCap","component":"Col","label":"Capacity","type":"number","data":[500,800,250,300,400]},
+{"id":"shOcc","component":"Col","label":"Occupancy","type":"number","data":[480,610,250,140,220]},
+{"id":"shPct","component":"Col","label":"Utilization","type":"string","data":["96% Full","76%","100% Full","47%","55%"]},
+
+{"id":"tabRoutes","component":"TabItem","value":"routes","trigger":"Routes & Roads","content":["rtHead","rtTable","roadHead","roadTable"]},
+{"id":"rtHead","component":"Heading","text":"Evacuation Route Status","level":"h4"},
+{"id":"rtTable","component":"Table","columns":["rtName","rtStatus","rtLoad"]},
+{"id":"rtName","component":"Col","label":"Route","type":"string","data":["Route 1 - Highway 9 North","Route 2 - Coastal Bypass","Route 3 - Ridge Road","Route 4 - Industrial Ave"]},
+{"id":"rtStatus","component":"Col","label":"Status","type":"string","data":["Open","Congested","Closed","Open"]},
+{"id":"rtLoad","component":"Col","label":"Traffic","type":"string","data":["Light","Heavy","Blocked","Moderate"]},
+{"id":"roadHead","component":"Heading","text":"Roads Closed","level":"h4"},
+{"id":"roadTable","component":"Table","columns":["roadName","roadReason","roadEta"]},
+{"id":"roadName","component":"Col","label":"Road","type":"string","data":["Ridge Road","Harbor Bridge","Elm St underpass","5th & Main"]},
+{"id":"roadReason","component":"Col","label":"Reason","type":"string","data":["Landslide","Flood water","Debris","Fire operations"]},
+{"id":"roadEta","component":"Col","label":"Est. Reopen","type":"string","data":["Unknown","12+ hrs","4 hrs","6 hrs"]},
+
+{"id":"tabWeather","component":"TabItem","value":"weather","trigger":"Weather","content":["wxHead","wxChart","wxAlert"]},
+{"id":"wxHead","component":"Heading","text":"48-Hour Weather Forecast","level":"h4"},
+{"id":"wxChart","component":"LineChart","xLabel":"Hours ahead","yLabel":"Value","variant":"natural","labels":["0h","6h","12h","18h","24h","30h","36h","42h","48h"],"series":["wxRain","wxWind"]},
+{"id":"wxRain","component":"Series","category":"Rainfall (mm)","values":[42,55,60,48,30,18,12,8,5]},
+{"id":"wxWind","component":"Series","category":"Wind (km/h)","values":[65,72,80,68,55,40,35,30,25]},
+{"id":"wxAlert","component":"Alert","variant":"warning","title":"Severe Weather Advisory","description":"Heavy rain and high winds expected within the next 18 hours. Peak flood risk at 12h mark. Storm easing after 30h."},
+
+{"id":"tabPeople","component":"TabItem","value":"people","trigger":"Volunteers","content":["volHead","volTable","aidHead","aidTable"]},
+{"id":"volHead","component":"Heading","text":"Volunteers On Duty","level":"h4"},
+{"id":"volTable","component":"Table","columns":["volName","volRole","volAssign"]},
+{"id":"volName","component":"Col","label":"Volunteer","type":"string","data":["Maria Lopez","James Chen","Aisha Khan","Tom O'Brien","Priya Nair","David Kim"]},
+{"id":"volRole","component":"Col","label":"Role","type":"string","data":["Medic","Logistics","Shelter Lead","Driver","Comms","Search"]},
+{"id":"volAssign","component":"Col","label":"Assignment","type":"string","data":["Zone A Triage","Central Depot","Central High School","Route 1 Transport","Command Radio","Zone C Team 3"]},
+{"id":"aidHead","component":"Heading","text":"Aid Requests Awaiting Action","level":"h4"},
+{"id":"aidTable","component":"Table","columns":["aidZone","aidNeed","aidQty","aidPri"]},
+{"id":"aidZone","component":"Col","label":"Zone","type":"string","data":["Zone A","Zone C","Zone B","Zone D"]},
+{"id":"aidNeed","component":"Col","label":"Requested","type":"string","data":["Drinking Water","Medical Supplies","Generators","Blankets"]},
+{"id":"aidQty","component":"Col","label":"Qty","type":"string","data":["200 pallets","50 kits","6 units","400"]},
+{"id":"aidPri","component":"Col","label":"Priority","type":"string","data":["Urgent","Urgent","High","Medium"]},
+
+{"id":"tabComms","component":"TabItem","value":"comms","trigger":"Comms","content":["commHead","commTable"]},
+{"id":"commHead","component":"Heading","text":"Communication Channels","level":"h4"},
+{"id":"commTable","component":"Table","columns":["commName","commType","commStatus"]},
+{"id":"commName","component":"Col","label":"Channel","type":"string","data":["Primary Radio Net","Satellite Phone","Cellular Network","Emergency Broadcast","Internet / VoIP","Ham Radio Backup"]},
+{"id":"commType","component":"Col","label":"Type","type":"string","data":["VHF Radio","SatCom","Mobile","Radio/TV","IP","Amateur"]},
+{"id":"commStatus","component":"Col","label":"Status","type":"string","data":["UP","UP","DEGRADED","UP","DOWN","UP"]},
+
+{"id":"tabHospitals","component":"TabItem","value":"hospitals","trigger":"Hospitals","content":["hospHead","hospTable"]},
+{"id":"hospHead","component":"Heading","text":"Nearby Hospitals — Free Beds","level":"h4"},
+{"id":"hospTable","component":"Table","columns":["hospName","hospDist","hospBeds","hospIcu"]},
+{"id":"hospName","component":"Col","label":"Hospital","type":"string","data":["General Regional","St. Luke's Medical","Coastal Trauma Ctr","Northgate Clinic"]},
+{"id":"hospDist","component":"Col","label":"Distance","type":"string","data":["3.2 km","6.8 km","11.4 km","8.1 km"]},
+{"id":"hospBeds","component":"Col","label":"Free Beds","type":"number","data":[24,12,40,6]},
+{"id":"hospIcu","component":"Col","label":"Free ICU","type":"number","data":[3,1,8,0]},
+
+{"id":"tabTasks","component":"TabItem","value":"tasks","trigger":"Tasks","content":["taskHead","taskTable"]},
+{"id":"taskHead","component":"Heading","text":"Open Tasks","level":"h4"},
+{"id":"taskTable","component":"Table","columns":["taskDesc","taskAssignee","taskPri","taskDue"]},
+{"id":"taskDesc","component":"Col","label":"Task","type":"string","data":["Reinforce Zone A levee","Restock Central High shelter","Clear Ridge Road debris","Set up Zone C triage","Restore Zone E power","Coordinate boat rescue Zone D"]},
+{"id":"taskAssignee","component":"Col","label":"Assignee","type":"string","data":["Engineering Team 2","J. Chen","Public Works","M. Lopez","Utility Crew 4","Coast Guard Unit 1"]},
+{"id":"taskPri","component":"Col","label":"Priority","type":"string","data":["Critical","High","High","Critical","Medium","High"]},
+{"id":"taskDue","component":"Col","label":"Due","type":"string","data":["1 hr","3 hrs","Today","2 hrs","6 hrs","1 hr"]},
+
+{"id":"actionsHeader","component":"Heading","text":"Command Actions","level":"h3"},
+{"id":"actionsTabs","component":"Tabs","items":["actReq","actBroadcast","actFocus","actSitrep"]},
+
+{"id":"actReq","component":"TabItem","value":"req","trigger":"Request Resources","content":["reqForm"]},
+{"id":"reqForm","component":"Form","name":"resourceRequest","buttons":"reqButtons","fields":["fcResType","fcResQty","fcResZone","fcResNotes"]},
+{"id":"fcResType","component":"FormControl","label":"Resource Type","input":"resTypeSel","hint":"Select the type of resource needed"},
+{"id":"resTypeSel","component":"Select","name":"resourceType","placeholder":"Choose resource","items":["rtAmb","rtBoat","rtWater","rtMed","rtGen","rtFood","rtPersonnel"]},
+{"id":"rtAmb","component":"SelectItem","value":"ambulance","label":"Ambulances"},
+{"id":"rtBoat","component":"SelectItem","value":"boat","label":"Rescue Boats"},
+{"id":"rtWater","component":"SelectItem","value":"water","label":"Drinking Water"},
+{"id":"rtMed","component":"SelectItem","value":"medical","label":"Medical Supplies"},
+{"id":"rtGen","component":"SelectItem","value":"generator","label":"Generators"},
+{"id":"rtFood","component":"SelectItem","value":"food","label":"Food Kits"},
+{"id":"rtPersonnel","component":"SelectItem","value":"personnel","label":"Personnel"},
+{"id":"fcResQty","component":"FormControl","label":"Quantity","input":"resQtyInput","hint":"Number of units required"},
+{"id":"resQtyInput","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 20"},
+{"id":"fcResZone","component":"FormControl","label":"Destination Zone","input":"resZoneSel"},
+{"id":"resZoneSel","component":"Select","name":"zone","placeholder":"Choose zone","items":["rzA","rzB","rzC","rzD","rzE"]},
+{"id":"rzA","component":"SelectItem","value":"A","label":"Zone A - Riverside"},
+{"id":"rzB","component":"SelectItem","value":"B","label":"Zone B - Downtown"},
+{"id":"rzC","component":"SelectItem","value":"C","label":"Zone C - Hillcrest"},
+{"id":"rzD","component":"SelectItem","value":"D","label":"Zone D - Harbor"},
+{"id":"rzE","component":"SelectItem","value":"E","label":"Zone E - Northgate"},
+{"id":"fcResNotes","component":"FormControl","label":"Notes","input":"resNotes"},
+{"id":"resNotes","component":"TextArea","name":"notes","placeholder":"Additional details or urgency","rows":2},
+{"id":"reqButtons","component":"Buttons","buttons":["reqSubmit"]},
+{"id":"reqSubmit","component":"Button","label":"Submit Resource Request","variant":"primary","action":["submitResourceRequest"]},
+
+{"id":"actBroadcast","component":"TabItem","value":"broadcast","trigger":"Broadcast Update","content":["bcForm"]},
+{"id":"bcForm","component":"Form","name":"broadcast","buttons":"bcButtons","fields":["fcBcChan","fcBcMsg"]},
+{"id":"fcBcChan","component":"FormControl","label":"Channel","input":"bcChanSel"},
+{"id":"bcChanSel","component":"Select","name":"channel","placeholder":"Choose channel","items":["bcAll","bcRadio","bcBroadcast","bcSat"]},
+{"id":"bcAll","component":"SelectItem","value":"all","label":"All Channels"},
+{"id":"bcRadio","component":"SelectItem","value":"radio","label":"Primary Radio Net"},
+{"id":"bcBroadcast","component":"SelectItem","value":"eb","label":"Emergency Broadcast"},
+{"id":"bcSat","component":"SelectItem","value":"sat","label":"Satellite Phone"},
+{"id":"fcBcMsg","component":"FormControl","label":"Message","input":"bcMsg","hint":"Keep it clear and concise"},
+{"id":"bcMsg","component":"TextArea","name":"message","placeholder":"Type the update to broadcast...","rows":4},
+{"id":"bcButtons","component":"Buttons","buttons":["bcSubmit"]},
+{"id":"bcSubmit","component":"Button","label":"Broadcast Now","variant":"primary","type":"destructive","action":["broadcastUpdate"]},
+
+{"id":"actFocus","component":"TabItem","value":"focus","trigger":"Focus Zone","content":["focusForm"]},
+{"id":"focusForm","component":"Form","name":"focusZone","buttons":"focusButtons","fields":["fcFocusZone"]},
+{"id":"fcFocusZone","component":"FormControl","label":"Zone to Focus","input":"focusRadio","hint":"Center the command view on a single zone"},
+{"id":"focusRadio","component":"RadioGroup","name":"focusZone","items":["frA","frB","frC","frD","frE"]},
+{"id":"frA","component":"RadioItem","value":"A","label":"Zone A - Riverside","description":"Flooding — Critical"},
+{"id":"frB","component":"RadioItem","value":"B","label":"Zone B - Downtown","description":"Structural Fire — High"},
+{"id":"frC","component":"RadioItem","value":"C","label":"Zone C - Hillcrest","description":"Landslide — Critical"},
+{"id":"frD","component":"RadioItem","value":"D","label":"Zone D - Harbor","description":"Storm Surge — Moderate"},
+{"id":"frE","component":"RadioItem","value":"E","label":"Zone E - Northgate","description":"Power Outage — Low"},
+{"id":"focusButtons","component":"Buttons","buttons":["focusSubmit"]},
+{"id":"focusSubmit","component":"Button","label":"Focus on Selected Zone","variant":"secondary","action":["focusZone"]},
+
+{"id":"actSitrep","component":"TabItem","value":"sitrep","trigger":"Situation Report","content":["srForm"]},
+{"id":"srForm","component":"Form","name":"sitrep","buttons":"srButtons","fields":["fcSrTitle","fcSrZone","fcSrSev","fcSrBody"]},
+{"id":"fcSrTitle","component":"FormControl","label":"Report Title","input":"srTitle"},
+{"id":"srTitle","component":"Input","name":"title","type":"text","placeholder":"e.g. Zone A Flood Update 14:00"},
+{"id":"fcSrZone","component":"FormControl","label":"Zone","input":"srZoneSel"},
+{"id":"srZoneSel","component":"Select","name":"zone","placeholder":"Choose zone","items":["srzA","srzB","srzC","srzD","srzE"]},
+{"id":"srzA","component":"SelectItem","value":"A","label":"Zone A - Riverside"},
+{"id":"srzB","component":"SelectItem","value":"B","label":"Zone B - Downtown"},
+{"id":"srzC","component":"SelectItem","value":"C","label":"Zone C - Hillcrest"},
+{"id":"srzD","component":"SelectItem","value":"D","label":"Zone D - Harbor"},
+{"id":"srzE","component":"SelectItem","value":"E","label":"Zone E - Northgate"},
+{"id":"fcSrSev","component":"FormControl","label":"Current Severity","input":"srSevSel"},
+{"id":"srSevSel","component":"Select","name":"severity","placeholder":"Choose severity","items":["srsCrit","srsHigh","srsMod","srsLow"]},
+{"id":"srsCrit","component":"SelectItem","value":"critical","label":"Critical"},
+{"id":"srsHigh","component":"SelectItem","value":"high","label":"High"},
+{"id":"srsMod","component":"SelectItem","value":"moderate","label":"Moderate"},
+{"id":"srsLow","component":"SelectItem","value":"low","label":"Low"},
+{"id":"fcSrBody","component":"FormControl","label":"Report Details","input":"srBody","hint":"Include situation, actions taken, and resource needs"},
+{"id":"srBody","component":"TextArea","name":"body","placeholder":"Describe the current situation...","rows":5},
+{"id":"srButtons","component":"Buttons","buttons":["srSubmit"]},
+{"id":"srSubmit","component":"Button","label":"File Situation Report","variant":"primary","action":["fileSitrep"]}
+]}}
+]
+</a2ui-json>
+
+This single-screen dashboard covers all 18 requirements:
+
+- **Top summary row** — overall severity summary (2), rescued & casualties (7), donations received (9)
+- **Info tabs** — active incidents by zone with severity (1), resources/vehicles/personnel/supplies (3), shelters capacity & occupancy (4), evacuation routes + closed roads (5, 12), 48-hour weather forecast (6), volunteers with assignments + aid requests awaiting action (8, 10), communication channels up/down status (11), nearby hospitals with free beds (13), open tasks with assignees (14)
+- **Command Actions tabs** — request more resources with type/quantity (15), broadcast an update message (16), focus on one zone (17), file a situation report (18)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..8af17318e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,209 @@
+I'll build a comprehensive emergency response coordination center covering all 18 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "erc-main",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#D32F2F", "agentDisplayName": "Emergency Response Coordination Center" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "erc-main",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "summary-row", "tabs-main"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Emergency Response Coordination Center", "subtitle": "Live Operational Dashboard — Updated in real time" },
+
+        { "id": "summary-row", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["sev-card", "casualty-card", "resource-quick"] },
+
+        { "id": "sev-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["sev-head", "sev-pie", "sev-alert"] },
+        { "id": "sev-head", "component": "Heading", "text": "Overall Severity Summary", "level": "h4" },
+        { "id": "sev-pie", "component": "PieChart", "variant": "donut", "labels": ["Critical", "High", "Moderate", "Low"], "values": [4, 7, 11, 9] },
+        { "id": "sev-alert", "component": "Alert", "variant": "destructive", "title": "Overall Status: CRITICAL", "description": "4 critical incidents active. Escalation protocol engaged." },
+
+        { "id": "casualty-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["cas-head", "cas-rescued", "cas-casualty"] },
+        { "id": "cas-head", "component": "Heading", "text": "People Rescued & Casualties", "level": "h4" },
+        { "id": "cas-rescued", "component": "Progress", "value": 342, "label": "Rescued: 342 people" },
+        { "id": "cas-casualty", "component": "Callout", "variant": "warning", "title": "Casualties Reported", "description": "Injured: 87 · Deceased: 12 · Missing: 23" },
+
+        { "id": "resource-quick", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["rq-head", "rq-tags"] },
+        { "id": "rq-head", "component": "Heading", "text": "Resources Available", "level": "h4" },
+        { "id": "rq-tags", "component": "TagBlock", "tags": ["🚒 Vehicles: 46", "👷 Personnel: 318", "📦 Supply Pallets: 1,240"] },
+
+        { "id": "tabs-main", "component": "Tabs", "items": ["tab-incidents", "tab-logistics", "tab-people", "tab-infra", "tab-tasks", "tab-actions"] },
+
+        { "id": "tab-incidents", "component": "TabItem", "value": "incidents", "trigger": "Incidents & Weather", "content": ["inc-head", "inc-table", "sev-sep", "weather-head", "weather-chart", "weather-tags"] },
+        { "id": "inc-head", "component": "Heading", "text": "Active Incidents by Zone", "level": "h3" },
+        { "id": "inc-table", "component": "Table", "columns": ["ic-zone", "ic-type", "ic-sev", "ic-status"] },
+        { "id": "ic-zone", "component": "Col", "label": "Zone", "type": "string", "data": ["Zone A - Riverside", "Zone B - Downtown", "Zone C - Hillcrest", "Zone D - Harbor", "Zone E - Industrial"] },
+        { "id": "ic-type", "component": "Col", "label": "Incident", "type": "string", "data": ["Flooding", "Structural Collapse", "Wildfire Edge", "Storm Surge", "Chemical Leak"] },
+        { "id": "ic-sev", "component": "Col", "label": "Severity", "type": "string", "data": ["Critical", "High", "Critical", "Moderate", "Critical"] },
+        { "id": "ic-status", "component": "Col", "label": "Status", "type": "string", "data": ["Active Response", "Search & Rescue", "Containment", "Monitoring", "Evacuation"] },
+        { "id": "sev-sep", "component": "Separator", "orientation": "horizontal" },
+        { "id": "weather-head", "component": "Heading", "text": "Weather Forecast — Next 48 Hours", "level": "h3" },
+        { "id": "weather-chart", "component": "LineChart", "variant": "natural", "xLabel": "Hours Ahead", "yLabel": "Value", "labels": ["0h", "6h", "12h", "18h", "24h", "30h", "36h", "42h", "48h"], "series": ["w-rain", "w-wind"] },
+        { "id": "w-rain", "component": "Series", "category": "Rainfall (mm)", "values": [42, 55, 68, 40, 22, 15, 30, 48, 25] },
+        { "id": "w-wind", "component": "Series", "category": "Wind (km/h)", "values": [35, 48, 62, 70, 55, 40, 33, 45, 38] },
+        { "id": "weather-tags", "component": "TagBlock", "tags": ["🌧 Heavy rain 12h", "💨 Peak wind 18h", "⚠️ Flood warning active"] },
+
+        { "id": "tab-logistics", "component": "TabItem", "value": "logistics", "trigger": "Logistics & Aid", "content": ["res-head", "res-bar", "shelter-head", "shelter-table", "hosp-head", "hosp-table", "don-head", "don-cards", "aid-head", "aid-list"] },
+        { "id": "res-head", "component": "Heading", "text": "Vehicles, Personnel & Supplies", "level": "h3" },
+        { "id": "res-bar", "component": "BarChart", "variant": "grouped", "xLabel": "Category", "yLabel": "Count", "labels": ["Vehicles", "Personnel", "Supplies (x10)"], "series": ["r-avail", "r-deployed"] },
+        { "id": "r-avail", "component": "Series", "category": "Available", "values": [46, 318, 124] },
+        { "id": "r-deployed", "component": "Series", "category": "Deployed", "values": [58, 402, 210] },
+
+        { "id": "shelter-head", "component": "Heading", "text": "Shelters — Capacity & Occupancy", "level": "h3" },
+        { "id": "shelter-table", "component": "Table", "columns": ["sh-name", "sh-cap", "sh-occ", "sh-status"] },
+        { "id": "sh-name", "component": "Col", "label": "Shelter", "type": "string", "data": ["Central High School", "Community Arena", "St. Mary's Hall", "North Rec Center"] },
+        { "id": "sh-cap", "component": "Col", "label": "Capacity", "type": "number", "data": [800, 1200, 350, 600] },
+        { "id": "sh-occ", "component": "Col", "label": "Occupancy", "type": "number", "data": [742, 980, 350, 415] },
+        { "id": "sh-status", "component": "Col", "label": "Status", "type": "string", "data": ["Near Full", "Space Available", "FULL", "Space Available"] },
+
+        { "id": "hosp-head", "component": "Heading", "text": "Nearby Hospitals — Free Beds", "level": "h3" },
+        { "id": "hosp-table", "component": "Table", "columns": ["h-name", "h-dist", "h-beds", "h-er"] },
+        { "id": "h-name", "component": "Col", "label": "Hospital", "type": "string", "data": ["General Medical Center", "Riverside Hospital", "St. Luke's", "County Trauma"] },
+        { "id": "h-dist", "component": "Col", "label": "Distance", "type": "string", "data": ["3.2 km", "5.8 km", "8.1 km", "11.4 km"] },
+        { "id": "h-beds", "component": "Col", "label": "Free Beds", "type": "number", "data": [24, 8, 41, 3] },
+        { "id": "h-er", "component": "Col", "label": "ER Status", "type": "string", "data": ["Open", "Diverting", "Open", "At Capacity"] },
+
+        { "id": "don-head", "component": "Heading", "text": "Donations Received", "level": "h3" },
+        { "id": "don-cards", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["don-money", "don-food", "don-goods"] },
+        { "id": "don-money", "component": "Card", "weight": 1, "children": ["dm-badge", "dm-text"] },
+        { "id": "dm-badge", "component": "Badge", "text": "Monetary", "variant": "default" },
+        { "id": "dm-text", "component": "TextContent", "text": "**$1,284,500** received from 8,412 donors", "size": "default" },
+        { "id": "don-food", "component": "Card", "weight": 1, "children": ["df-badge", "df-text"] },
+        { "id": "df-badge", "component": "Badge", "text": "Food & Water", "variant": "secondary" },
+        { "id": "df-text", "component": "TextContent", "text": "**62 tonnes** of food · **48,000 L** water", "size": "default" },
+        { "id": "don-goods", "component": "Card", "weight": 1, "children": ["dg-badge", "dg-text"] },
+        { "id": "dg-badge", "component": "Badge", "text": "Supplies", "variant": "outline" },
+        { "id": "dg-text", "component": "TextContent", "text": "**9,200** blankets · **3,100** hygiene kits", "size": "default" },
+
+        { "id": "aid-head", "component": "Heading", "text": "Aid Requests Awaiting Action", "level": "h3" },
+        { "id": "aid-list", "component": "ListBlock", "variant": "number", "items": ["aid-1", "aid-2", "aid-3", "aid-4"] },
+        { "id": "aid-1", "component": "ListItem", "title": "Medical supplies — Zone C", "subtitle": "Insulin & antibiotics, 200 units · URGENT", "actionLabel": "Assign" },
+        { "id": "aid-2", "component": "ListItem", "title": "Drinking water — Shelter St. Mary's", "subtitle": "5,000 L needed within 6h", "actionLabel": "Assign" },
+        { "id": "aid-3", "component": "ListItem", "title": "Generators — Zone A", "subtitle": "3 portable units for pump stations", "actionLabel": "Assign" },
+        { "id": "aid-4", "component": "ListItem", "title": "Baby formula — Community Arena", "subtitle": "Estimated 400 infants sheltered", "actionLabel": "Assign" },
+
+        { "id": "tab-people", "component": "TabItem", "value": "people", "trigger": "People & Volunteers", "content": ["vol-head", "vol-table"] },
+        { "id": "vol-head", "component": "Heading", "text": "Volunteers On Duty — Assignments", "level": "h3" },
+        { "id": "vol-table", "component": "Table", "columns": ["v-name", "v-role", "v-assign", "v-status"] },
+        { "id": "v-name", "component": "Col", "label": "Volunteer", "type": "string", "data": ["Maria Santos", "James Okoro", "Priya Nair", "Tom Becker", "Lena Fischer", "Omar Haddad"] },
+        { "id": "v-role", "component": "Col", "label": "Role", "type": "string", "data": ["Medic", "Logistics", "Search & Rescue", "Shelter Coord", "Comms", "Driver"] },
+        { "id": "v-assign", "component": "Col", "label": "Assignment", "type": "string", "data": ["Zone A Triage", "Central Depot", "Zone C Teams", "Community Arena", "Ops Center", "Supply Runs"] },
+        { "id": "v-status", "component": "Col", "label": "Status", "type": "string", "data": ["Active", "Active", "Active", "Active", "Active", "En Route"] },
+
+        { "id": "tab-infra", "component": "TabItem", "value": "infra", "trigger": "Routes & Infrastructure", "content": ["route-head", "route-table", "road-head", "road-list", "comm-head", "comm-switch"] },
+        { "id": "route-head", "component": "Heading", "text": "Evacuation Route Status", "level": "h3" },
+        { "id": "route-table", "component": "Table", "columns": ["rt-name", "rt-status", "rt-flow"] },
+        { "id": "rt-name", "component": "Col", "label": "Route", "type": "string", "data": ["Route 1 - Highway North", "Route 2 - Coastal Rd", "Route 3 - Valley Pass", "Route 4 - East Bridge"] },
+        { "id": "rt-status", "component": "Col", "label": "Status", "type": "string", "data": ["Open - Clear", "CLOSED - Flooded", "Open - Congested", "Restricted"] },
+        { "id": "rt-flow", "component": "Col", "label": "Flow", "type": "string", "data": ["Normal", "None", "Slow", "Emergency Only"] },
+
+        { "id": "road-head", "component": "Heading", "text": "Roads Closed", "level": "h3" },
+        { "id": "road-list", "component": "ListBlock", "variant": "number", "items": ["road-1", "road-2", "road-3"] },
+        { "id": "road-1", "component": "ListItem", "title": "Coastal Road (MP 4–12)", "subtitle": "Flooding — impassable" },
+        { "id": "road-2", "component": "ListItem", "title": "Mill Street Bridge", "subtitle": "Structural inspection pending" },
+        { "id": "road-3", "component": "ListItem", "title": "Industrial Ave", "subtitle": "Chemical hazard cordon" },
+
+        { "id": "comm-head", "component": "Heading", "text": "Communication Channels — Status", "level": "h3" },
+        { "id": "comm-switch", "component": "SwitchGroup", "name": "comms", "variant": "card", "items": ["cm-radio", "cm-cell", "cm-sat", "cm-internet", "cm-siren"] },
+        { "id": "cm-radio", "component": "SwitchItem", "name": "radio", "label": "VHF Radio Network", "description": "Primary field comms — UP", "defaultChecked": true },
+        { "id": "cm-cell", "component": "SwitchItem", "name": "cell", "label": "Cellular Network", "description": "Zone D tower down — DEGRADED", "defaultChecked": true },
+        { "id": "cm-sat", "component": "SwitchItem", "name": "sat", "label": "Satellite Uplink", "description": "Backup channel — UP", "defaultChecked": true },
+        { "id": "cm-internet", "component": "SwitchItem", "name": "internet", "label": "Fiber Internet", "description": "Ops center connection — DOWN", "defaultChecked": false },
+        { "id": "cm-siren", "component": "SwitchItem", "name": "siren", "label": "Public Siren System", "description": "All zones — UP", "defaultChecked": true },
+
+        { "id": "tab-tasks", "component": "TabItem", "value": "tasks", "trigger": "Open Tasks", "content": ["task-head", "task-table"] },
+        { "id": "task-head", "component": "Heading", "text": "Open Tasks & Assignees", "level": "h3" },
+        { "id": "task-table", "component": "Table", "columns": ["t-task", "t-assignee", "t-priority", "t-due"] },
+        { "id": "t-task", "component": "Col", "label": "Task", "type": "string", "data": ["Set up field hospital Zone A", "Restore Zone D cell tower", "Deliver water to St. Mary's", "Clear Mill St debris", "Register Arena evacuees"] },
+        { "id": "t-assignee", "component": "Col", "label": "Assignee", "type": "string", "data": ["Dr. Alvarez", "Comms Team 2", "Logistics Unit 4", "Engineering Crew A", "Reg. Desk Team"] },
+        { "id": "t-priority", "component": "Col", "label": "Priority", "type": "string", "data": ["Critical", "High", "High", "Medium", "Medium"] },
+        { "id": "t-due", "component": "Col", "label": "Due", "type": "string", "data": ["2h", "4h", "6h", "12h", "Ongoing"] },
+
+        { "id": "tab-actions", "component": "TabItem", "value": "actions", "trigger": "Actions", "content": ["act-intro", "req-form", "act-sep1", "bc-form", "act-sep2", "focus-form", "act-sep3", "sitrep-form"] },
+        { "id": "act-intro", "component": "TextContent", "text": "### Coordination Actions\nRequest resources, broadcast updates, focus operations, or file reports.", "size": "default" },
+
+        { "id": "req-form", "component": "Form", "name": "requestResources", "fields": ["rf-type", "rf-qty", "rf-zone", "rf-notes"], "buttons": "rf-btns" },
+        { "id": "rf-type", "component": "FormControl", "label": "Resource Type", "input": "rf-type-sel", "hint": "Select the type of resource needed" },
+        { "id": "rf-type-sel", "component": "Select", "name": "resourceType", "placeholder": "Choose type", "items": ["rft-1", "rft-2", "rft-3", "rft-4", "rft-5"] },
+        { "id": "rft-1", "component": "SelectItem", "value": "vehicles", "label": "Vehicles" },
+        { "id": "rft-2", "component": "SelectItem", "value": "personnel", "label": "Personnel" },
+        { "id": "rft-3", "component": "SelectItem", "value": "medical", "label": "Medical Supplies" },
+        { "id": "rft-4", "component": "SelectItem", "value": "water", "label": "Water" },
+        { "id": "rft-5", "component": "SelectItem", "value": "food", "label": "Food" },
+        { "id": "rf-qty", "component": "FormControl", "label": "Quantity", "input": "rf-qty-in", "hint": "Number of units required" },
+        { "id": "rf-qty-in", "component": "Input", "name": "quantity", "type": "number", "placeholder": "e.g. 50" },
+        { "id": "rf-zone", "component": "FormControl", "label": "Destination Zone", "input": "rf-zone-sel" },
+        { "id": "rf-zone-sel", "component": "Select", "name": "destZone", "placeholder": "Choose zone", "items": ["rfz-a", "rfz-b", "rfz-c", "rfz-d", "rfz-e"] },
+        { "id": "rfz-a", "component": "SelectItem", "value": "a", "label": "Zone A - Riverside" },
+        { "id": "rfz-b", "component": "SelectItem", "value": "b", "label": "Zone B - Downtown" },
+        { "id": "rfz-c", "component": "SelectItem", "value": "c", "label": "Zone C - Hillcrest" },
+        { "id": "rfz-d", "component": "SelectItem", "value": "d", "label": "Zone D - Harbor" },
+        { "id": "rfz-e", "component": "SelectItem", "value": "e", "label": "Zone E - Industrial" },
+        { "id": "rf-notes", "component": "FormControl", "label": "Notes", "input": "rf-notes-in" },
+        { "id": "rf-notes-in", "component": "TextArea", "name": "notes", "rows": 2, "placeholder": "Additional details or urgency" },
+        { "id": "rf-btns", "component": "Buttons", "buttons": ["rf-submit"] },
+        { "id": "rf-submit", "component": "Button", "label": "Request Resources", "variant": "primary", "action": ["submitResourceRequest"] },
+
+        { "id": "act-sep1", "component": "Separator", "orientation": "horizontal" },
+
+        { "id": "bc-form", "component": "Form", "name": "broadcastUpdate", "fields": ["bc-msg", "bc-audience"], "buttons": "bc-btns" },
+        { "id": "bc-msg", "component": "FormControl", "label": "Broadcast Message", "input": "bc-msg-in", "hint": "This will be sent to all active channels" },
+        { "id": "bc-msg-in", "component": "TextArea", "name": "message", "rows": 3, "placeholder": "Type the update to broadcast..." },
+        { "id": "bc-audience", "component": "FormControl", "label": "Audience", "input": "bc-aud-sel" },
+        { "id": "bc-aud-sel", "component": "Select", "name": "audience", "placeholder": "Choose recipients", "items": ["bca-1", "bca-2", "bca-3"] },
+        { "id": "bca-1", "component": "SelectItem", "value": "all", "label": "All Zones & Public" },
+        { "id": "bca-2", "component": "SelectItem", "value": "responders", "label": "Responders Only" },
+        { "id": "bca-3", "component": "SelectItem", "value": "shelters", "label": "Shelters Only" },
+        { "id": "bc-btns", "component": "Buttons", "buttons": ["bc-submit"] },
+        { "id": "bc-submit", "component": "Button", "label": "Broadcast Update", "variant": "primary", "action": ["sendBroadcast"] },
+
+        { "id": "act-sep2", "component": "Separator", "orientation": "horizontal" },
+
+        { "id": "focus-form", "component": "Form", "name": "focusZone", "fields": ["fz-sel"], "buttons": "fz-btns" },
+        { "id": "fz-sel", "component": "FormControl", "label": "Focus Operations on Zone", "input": "fz-radio", "hint": "Prioritizes dashboard and resource allocation for the selected zone" },
+        { "id": "fz-radio", "component": "RadioGroup", "name": "focusZone", "items": ["fzr-a", "fzr-b", "fzr-c", "fzr-d", "fzr-e"] },
+        { "id": "fzr-a", "component": "RadioItem", "value": "a", "label": "Zone A - Riverside", "description": "Critical - Flooding" },
+        { "id": "fzr-b", "component": "RadioItem", "value": "b", "label": "Zone B - Downtown", "description": "High - Structural" },
+        { "id": "fzr-c", "component": "RadioItem", "value": "c", "label": "Zone C - Hillcrest", "description": "Critical - Wildfire" },
+        { "id": "fzr-d", "component": "RadioItem", "value": "d", "label": "Zone D - Harbor", "description": "Moderate - Storm surge" },
+        { "id": "fzr-e", "component": "RadioItem", "value": "e", "label": "Zone E - Industrial", "description": "Critical - Chemical leak" },
+        { "id": "fz-btns", "component": "Buttons", "buttons": ["fz-submit"] },
+        { "id": "fz-submit", "component": "Button", "label": "Focus on Zone", "variant": "secondary", "action": ["focusOnZone"] },
+
+        { "id": "act-sep3", "component": "Separator", "orientation": "horizontal" },
+
+        { "id": "sitrep-form", "component": "Form", "name": "situationReport", "fields": ["sr-title", "sr-body", "sr-sev"], "buttons": "sr-btns" },
+        { "id": "sr-title", "component": "FormControl", "label": "Report Title", "input": "sr-title-in" },
+        { "id": "sr-title-in", "component": "Input", "name": "reportTitle", "type": "text", "placeholder": "e.g. 1800hrs Situation Report" },
+        { "id": "sr-body", "component": "FormControl", "label": "Situation Details", "input": "sr-body-in", "hint": "Summarize current status, actions taken, and needs" },
+        { "id": "sr-body-in", "component": "TextArea", "name": "reportBody", "rows": 5, "placeholder": "Describe the current situation..." },
+        { "id": "sr-sev", "component": "FormControl", "label": "Overall Severity", "input": "sr-sev-sel" },
+        { "id": "sr-sev-sel", "component": "Select", "name": "reportSeverity", "placeholder": "Choose level", "items": ["srs-1", "srs-2", "srs-3", "srs-4"] },
+        { "id": "srs-1", "component": "SelectItem", "value": "critical", "label": "Critical" },
+        { "id": "srs-2", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "srs-3", "component": "SelectItem", "value": "moderate", "label": "Moderate" },
+        { "id": "srs-4", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "sr-btns", "component": "Buttons", "buttons": ["sr-submit"] },
+        { "id": "sr-submit", "component": "Button", "label": "File Situation Report", "variant": "primary", "action": ["fileSituationReport"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The dashboard is organized into six tabs covering all 18 requirements:
+
+- **Incidents & Weather** — active incidents by zone with severity *(1)*, overall severity summary donut + alert *(2)*, and the 48-hour weather forecast *(6)*
+- **Logistics & Aid** — vehicles/personnel/supplies chart *(3)*, shelters with capacity & occupancy *(4)*, nearby hospitals with free beds *(13)*, donations received *(9)*, and aid requests awaiting action *(10)*
+- **People & Volunteers** — people rescued & casualties in the top summary *(7)*, and volunteers on duty with assignments *(8)*
+- **Routes & Infrastructure** — evacuation route status *(5)*, roads closed *(12)*, and communication channels with up/down toggles *(11)*
+- **Open Tasks** — tasks with assignees *(14)*
+- **Actions** — request more resources with type & quantity *(15)*, broadcast an update *(16)*, focus on one zone *(17)*, and file a situation report *(18)*
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..86cfd64b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,214 @@
+Here's a comprehensive Emergency Response Coordination Center dashboard covering all 18 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "erc-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#D32F2F", "agentDisplayName": "ERC Command" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "erc-center",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "summaryCallouts", "mainTabs", "actionsHeader", "actionForms"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Emergency Response Coordination Center", "subtitle": "Live Operational Dashboard — Updated in real time" },
+
+        { "id": "summaryCallouts", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["sev-critical", "sev-high", "sev-mod", "sev-low"] },
+        { "id": "sev-critical", "component": "Callout", "variant": "error", "title": "CRITICAL: 2 incidents", "description": "Zone A flooding, Zone C fire — immediate response required." },
+        { "id": "sev-high", "component": "Callout", "variant": "warning", "title": "HIGH: 3 incidents", "description": "Elevated risk zones under active monitoring." },
+        { "id": "sev-mod", "component": "Callout", "variant": "info", "title": "MODERATE: 4 incidents", "description": "Contained situations with allocated resources." },
+        { "id": "sev-low", "component": "Callout", "variant": "success", "title": "LOW: 5 incidents", "description": "Minor incidents, routine handling." },
+
+        { "id": "mainTabs", "component": "Tabs", "items": ["tab-incidents", "tab-resources", "tab-shelters", "tab-routes", "tab-weather", "tab-people", "tab-volunteers", "tab-comms", "tab-hospitals", "tab-tasks"] },
+
+        { "id": "tab-incidents", "component": "TabItem", "value": "incidents", "trigger": "Incidents", "content": ["inc-heading", "inc-table", "sev-chart"] },
+        { "id": "inc-heading", "component": "Heading", "text": "Active Incidents by Zone", "level": "h3" },
+        { "id": "inc-table", "component": "Table", "columns": ["inc-col-zone", "inc-col-type", "inc-col-sev", "inc-col-status"] },
+        { "id": "inc-col-zone", "component": "Col", "label": "Zone", "type": "string", "data": ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"] },
+        { "id": "inc-col-type", "component": "Col", "label": "Incident", "type": "string", "data": ["Flooding", "Power Outage", "Structure Fire", "Landslide Risk", "Gas Leak"] },
+        { "id": "inc-col-sev", "component": "Col", "label": "Severity", "type": "string", "data": ["Critical", "Moderate", "Critical", "High", "High"] },
+        { "id": "inc-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Responding", "Contained", "Responding", "Monitoring", "Responding"] },
+        { "id": "sev-chart", "component": "PieChart", "labels": ["Critical", "High", "Moderate", "Low"], "values": [2, 3, 4, 5], "variant": "donut" },
+
+        { "id": "tab-resources", "component": "TabItem", "value": "resources", "trigger": "Resources", "content": ["res-heading", "res-table", "res-chart"] },
+        { "id": "res-heading", "component": "Heading", "text": "Available Vehicles, Personnel & Supplies", "level": "h3" },
+        { "id": "res-table", "component": "Table", "columns": ["res-col-name", "res-col-avail", "res-col-total", "res-col-status"] },
+        { "id": "res-col-name", "component": "Col", "label": "Resource", "type": "string", "data": ["Ambulances", "Fire Trucks", "Rescue Boats", "Personnel (Responders)", "Water Supplies (units)", "Medical Kits", "Food Rations (packs)"] },
+        { "id": "res-col-avail", "component": "Col", "label": "Available", "type": "number", "data": [12, 8, 5, 240, 3200, 480, 5000] },
+        { "id": "res-col-total", "component": "Col", "label": "Total", "type": "number", "data": [18, 10, 6, 300, 5000, 600, 8000] },
+        { "id": "res-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Adequate", "Adequate", "Low", "Adequate", "Adequate", "Adequate", "Low"] },
+        { "id": "res-chart", "component": "BarChart", "labels": ["Ambulances", "Fire Trucks", "Boats", "Personnel/10", "Med Kits/10"], "series": ["res-series-avail"], "xLabel": "Resource", "yLabel": "Available" },
+        { "id": "res-series-avail", "component": "Series", "category": "Available", "values": [12, 8, 5, 24, 48] },
+
+        { "id": "tab-shelters", "component": "TabItem", "value": "shelters", "trigger": "Shelters", "content": ["shelt-heading", "shelt-table", "shelt-chart"] },
+        { "id": "shelt-heading", "component": "Heading", "text": "Shelters — Capacity & Occupancy", "level": "h3" },
+        { "id": "shelt-table", "component": "Table", "columns": ["shelt-col-name", "shelt-col-cap", "shelt-col-occ", "shelt-col-free"] },
+        { "id": "shelt-col-name", "component": "Col", "label": "Shelter", "type": "string", "data": ["Central High School", "Riverside Community Ctr", "North Sports Complex", "West Church Hall", "East Armory"] },
+        { "id": "shelt-col-cap", "component": "Col", "label": "Capacity", "type": "number", "data": [500, 300, 800, 150, 600] },
+        { "id": "shelt-col-occ", "component": "Col", "label": "Occupancy", "type": "number", "data": [480, 210, 640, 150, 320] },
+        { "id": "shelt-col-free", "component": "Col", "label": "Free", "type": "number", "data": [20, 90, 160, 0, 280] },
+        { "id": "shelt-chart", "component": "BarChart", "labels": ["Central", "Riverside", "North", "West", "East"], "series": ["shelt-cap", "shelt-occ"], "variant": "grouped", "xLabel": "Shelter", "yLabel": "People" },
+        { "id": "shelt-cap", "component": "Series", "category": "Capacity", "values": [500, 300, 800, 150, 600] },
+        { "id": "shelt-occ", "component": "Series", "category": "Occupancy", "values": [480, 210, 640, 150, 320] },
+
+        { "id": "tab-routes", "component": "TabItem", "value": "routes", "trigger": "Routes & Roads", "content": ["route-heading", "route-table", "roads-heading", "roads-table"] },
+        { "id": "route-heading", "component": "Heading", "text": "Evacuation Route Status", "level": "h3" },
+        { "id": "route-table", "component": "Table", "columns": ["route-col-name", "route-col-status", "route-col-load"] },
+        { "id": "route-col-name", "component": "Col", "label": "Route", "type": "string", "data": ["Route 1 — Highway North", "Route 2 — Coastal Rd", "Route 3 — Valley Pass", "Route 4 — Bridge East", "Route 5 — Ring Road"] },
+        { "id": "route-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Open", "Congested", "Closed", "Open", "Congested"] },
+        { "id": "route-col-load", "component": "Col", "label": "Traffic Load", "type": "string", "data": ["Light", "Heavy", "N/A", "Moderate", "Heavy"] },
+        { "id": "roads-heading", "component": "Heading", "text": "Roads Closed", "level": "h3" },
+        { "id": "roads-table", "component": "Table", "columns": ["roads-col-name", "roads-col-reason", "roads-col-since"] },
+        { "id": "roads-col-name", "component": "Col", "label": "Road", "type": "string", "data": ["Valley Pass", "Old Mill Rd", "Riverside Ave", "Bridge West"] },
+        { "id": "roads-col-reason", "component": "Col", "label": "Reason", "type": "string", "data": ["Landslide", "Flooding", "Flooding", "Structural damage"] },
+        { "id": "roads-col-since", "component": "Col", "label": "Closed Since", "type": "string", "data": ["06:00", "04:30", "05:15", "03:00"] },
+
+        { "id": "tab-weather", "component": "TabItem", "value": "weather", "trigger": "Weather", "content": ["wx-heading", "wx-chart", "wx-table"] },
+        { "id": "wx-heading", "component": "Heading", "text": "48-Hour Weather Forecast", "level": "h3" },
+        { "id": "wx-chart", "component": "LineChart", "labels": ["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], "series": ["wx-rain", "wx-wind"], "variant": "natural", "xLabel": "Time", "yLabel": "Level" },
+        { "id": "wx-rain", "component": "Series", "category": "Rainfall (mm)", "values": [30, 45, 60, 40, 25, 15, 10, 5, 2] },
+        { "id": "wx-wind", "component": "Series", "category": "Wind (km/h)", "values": [40, 55, 65, 50, 45, 35, 30, 25, 20] },
+        { "id": "wx-table", "component": "Table", "columns": ["wx-col-time", "wx-col-cond", "wx-col-temp"] },
+        { "id": "wx-col-time", "component": "Col", "label": "Window", "type": "string", "data": ["0-12h", "12-24h", "24-36h", "36-48h"] },
+        { "id": "wx-col-cond", "component": "Col", "label": "Conditions", "type": "string", "data": ["Heavy rain, high winds", "Rain easing", "Scattered showers", "Clearing"] },
+        { "id": "wx-col-temp", "component": "Col", "label": "Temp (°C)", "type": "string", "data": ["14-17", "15-18", "16-20", "17-22"] },
+
+        { "id": "tab-people", "component": "TabItem", "value": "people", "trigger": "People & Aid", "content": ["ppl-heading", "ppl-row", "donation-heading", "donation-progress", "aid-heading", "aid-table"] },
+        { "id": "ppl-heading", "component": "Heading", "text": "Rescued & Casualties", "level": "h3" },
+        { "id": "ppl-row", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "wrap": true, "children": ["ppl-rescued", "ppl-casualties", "ppl-missing"] },
+        { "id": "ppl-rescued", "component": "Callout", "variant": "success", "title": "Rescued: 1,842", "description": "People safely evacuated and accounted for." },
+        { "id": "ppl-casualties", "component": "Callout", "variant": "error", "title": "Casualties: 27", "description": "12 fatalities, 15 seriously injured." },
+        { "id": "ppl-missing", "component": "Callout", "variant": "warning", "title": "Missing: 43", "description": "Search operations ongoing." },
+        { "id": "donation-heading", "component": "Heading", "text": "Donations Received", "level": "h3" },
+        { "id": "donation-progress", "component": "Progress", "value": 68, "label": "$680,000 raised of $1,000,000 goal" },
+        { "id": "aid-heading", "component": "Heading", "text": "Aid Requests Awaiting Action", "level": "h3" },
+        { "id": "aid-table", "component": "Table", "columns": ["aid-col-id", "aid-col-loc", "aid-col-need", "aid-col-pri"] },
+        { "id": "aid-col-id", "component": "Col", "label": "Req #", "type": "string", "data": ["AR-101", "AR-102", "AR-103", "AR-104"] },
+        { "id": "aid-col-loc", "component": "Col", "label": "Location", "type": "string", "data": ["Zone A", "Zone C", "Zone D", "Zone B"] },
+        { "id": "aid-col-need", "component": "Col", "label": "Need", "type": "string", "data": ["Medical evacuation", "Drinking water", "Blankets & food", "Generator fuel"] },
+        { "id": "aid-col-pri", "component": "Col", "label": "Priority", "type": "string", "data": ["Urgent", "High", "Medium", "High"] },
+
+        { "id": "tab-volunteers", "component": "TabItem", "value": "volunteers", "trigger": "Volunteers", "content": ["vol-heading", "vol-table"] },
+        { "id": "vol-heading", "component": "Heading", "text": "Volunteers On Duty", "level": "h3" },
+        { "id": "vol-table", "component": "Table", "columns": ["vol-col-name", "vol-col-assign", "vol-col-zone", "vol-col-status"] },
+        { "id": "vol-col-name", "component": "Col", "label": "Volunteer", "type": "string", "data": ["M. Chen", "S. Okoro", "L. Petrov", "R. Alvarez", "K. Nair", "T. Bauer"] },
+        { "id": "vol-col-assign", "component": "Col", "label": "Assignment", "type": "string", "data": ["Shelter registration", "Medical support", "Supply logistics", "Search & rescue", "Comms relay", "Food distribution"] },
+        { "id": "vol-col-zone", "component": "Col", "label": "Zone", "type": "string", "data": ["Central", "Zone A", "Depot", "Zone C", "HQ", "North"] },
+        { "id": "vol-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Active", "Active", "Active", "Active", "Active", "On break"] },
+
+        { "id": "tab-comms", "component": "TabItem", "value": "comms", "trigger": "Comms", "content": ["comms-heading", "comms-table"] },
+        { "id": "comms-heading", "component": "Heading", "text": "Communication Channels", "level": "h3" },
+        { "id": "comms-table", "component": "Table", "columns": ["comms-col-name", "comms-col-status", "comms-col-note"] },
+        { "id": "comms-col-name", "component": "Col", "label": "Channel", "type": "string", "data": ["Radio Net Alpha", "Cellular Network", "Satellite Uplink", "Emergency Hotline", "Internet / VoIP"] },
+        { "id": "comms-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["UP", "DEGRADED", "UP", "UP", "DOWN"] },
+        { "id": "comms-col-note", "component": "Col", "label": "Note", "type": "string", "data": ["Full coverage", "Zone A/C spotty", "Stable", "High call volume", "Fiber cut in Zone C"] },
+
+        { "id": "tab-hospitals", "component": "TabItem", "value": "hospitals", "trigger": "Hospitals", "content": ["hosp-heading", "hosp-table"] },
+        { "id": "hosp-heading", "component": "Heading", "text": "Nearby Hospitals — Free Beds", "level": "h3" },
+        { "id": "hosp-table", "component": "Table", "columns": ["hosp-col-name", "hosp-col-free", "hosp-col-total", "hosp-col-er"] },
+        { "id": "hosp-col-name", "component": "Col", "label": "Hospital", "type": "string", "data": ["General Hospital", "St. Mary's Medical", "North Regional", "Coastal Clinic"] },
+        { "id": "hosp-col-free", "component": "Col", "label": "Free Beds", "type": "number", "data": [24, 8, 42, 3] },
+        { "id": "hosp-col-total", "component": "Col", "label": "Total Beds", "type": "number", "data": [300, 180, 250, 40] },
+        { "id": "hosp-col-er", "component": "Col", "label": "ER Status", "type": "string", "data": ["Open", "Near capacity", "Open", "Full"] },
+
+        { "id": "tab-tasks", "component": "TabItem", "value": "tasks", "trigger": "Tasks", "content": ["task-heading", "task-table"] },
+        { "id": "task-heading", "component": "Heading", "text": "Open Tasks & Assignees", "level": "h3" },
+        { "id": "task-table", "component": "Table", "columns": ["task-col-id", "task-col-desc", "task-col-assignee", "task-col-status"] },
+        { "id": "task-col-id", "component": "Col", "label": "Task", "type": "string", "data": ["T-01", "T-02", "T-03", "T-04", "T-05"] },
+        { "id": "task-col-desc", "component": "Col", "label": "Description", "type": "string", "data": ["Reinforce Zone A levee", "Restore Zone C power", "Deliver water to shelters", "Clear Valley Pass debris", "Set up field hospital"] },
+        { "id": "task-col-assignee", "component": "Col", "label": "Assignee", "type": "string", "data": ["Engineering Team 1", "Utility Crew B", "Logistics Div", "Roadworks Unit", "Medical Corps"] },
+        { "id": "task-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["In progress", "In progress", "Pending", "In progress", "Pending"] },
+
+        { "id": "actionsHeader", "component": "CardHeader", "title": "Command Actions", "subtitle": "Coordinate and communicate across the operation" },
+        { "id": "actionForms", "component": "Card", "variant": "sunk", "direction": "column", "gap": "l", "children": ["resourceForm", "broadcastForm", "focusForm", "sitrepForm"] },
+
+        { "id": "resourceForm", "component": "Form", "name": "requestResources", "fields": ["rf-type", "rf-qty", "rf-zone", "rf-priority"], "buttons": "rf-buttons" },
+        { "id": "rf-type", "component": "FormControl", "label": "Resource Type", "input": "rf-type-input", "hint": "Select the resource category needed" },
+        { "id": "rf-type-input", "component": "Select", "name": "resourceType", "placeholder": "Choose resource", "items": ["rf-opt-amb", "rf-opt-fire", "rf-opt-boat", "rf-opt-pers", "rf-opt-water", "rf-opt-med", "rf-opt-food"] },
+        { "id": "rf-opt-amb", "component": "SelectItem", "value": "ambulances", "label": "Ambulances" },
+        { "id": "rf-opt-fire", "component": "SelectItem", "value": "fire_trucks", "label": "Fire Trucks" },
+        { "id": "rf-opt-boat", "component": "SelectItem", "value": "rescue_boats", "label": "Rescue Boats" },
+        { "id": "rf-opt-pers", "component": "SelectItem", "value": "personnel", "label": "Personnel" },
+        { "id": "rf-opt-water", "component": "SelectItem", "value": "water", "label": "Water Supplies" },
+        { "id": "rf-opt-med", "component": "SelectItem", "value": "medical_kits", "label": "Medical Kits" },
+        { "id": "rf-opt-food", "component": "SelectItem", "value": "food", "label": "Food Rations" },
+        { "id": "rf-qty", "component": "FormControl", "label": "Quantity", "input": "rf-qty-input", "hint": "Number of units required" },
+        { "id": "rf-qty-input", "component": "Input", "name": "quantity", "type": "number", "placeholder": "e.g. 10" },
+        { "id": "rf-zone", "component": "FormControl", "label": "Destination Zone", "input": "rf-zone-input" },
+        { "id": "rf-zone-input", "component": "Input", "name": "destZone", "type": "text", "placeholder": "e.g. Zone A" },
+        { "id": "rf-priority", "component": "FormControl", "label": "Priority", "input": "rf-priority-input" },
+        { "id": "rf-priority-input", "component": "RadioGroup", "name": "priority", "defaultValue": "high", "items": ["rf-pri-urgent", "rf-pri-high", "rf-pri-normal"] },
+        { "id": "rf-pri-urgent", "component": "RadioItem", "label": "Urgent", "description": "Immediate dispatch", "value": "urgent" },
+        { "id": "rf-pri-high", "component": "RadioItem", "label": "High", "description": "Within the hour", "value": "high" },
+        { "id": "rf-pri-normal", "component": "RadioItem", "label": "Normal", "description": "Standard queue", "value": "normal" },
+        { "id": "rf-buttons", "component": "Buttons", "buttons": ["rf-submit"] },
+        { "id": "rf-submit", "component": "Button", "label": "Request Resources", "variant": "primary", "action": ["submitResourceRequest"] },
+
+        { "id": "broadcastForm", "component": "Form", "name": "broadcastUpdate", "fields": ["bf-channel", "bf-message"], "buttons": "bf-buttons" },
+        { "id": "bf-channel", "component": "FormControl", "label": "Broadcast Channel", "input": "bf-channel-input" },
+        { "id": "bf-channel-input", "component": "Select", "name": "channel", "placeholder": "Select channel(s)", "items": ["bf-ch-all", "bf-ch-radio", "bf-ch-sms", "bf-ch-public"] },
+        { "id": "bf-ch-all", "component": "SelectItem", "value": "all", "label": "All Channels" },
+        { "id": "bf-ch-radio", "component": "SelectItem", "value": "radio", "label": "Radio Net" },
+        { "id": "bf-ch-sms", "component": "SelectItem", "value": "sms", "label": "Public SMS Alert" },
+        { "id": "bf-ch-public", "component": "SelectItem", "value": "public", "label": "Public Address" },
+        { "id": "bf-message", "component": "FormControl", "label": "Message", "input": "bf-message-input", "hint": "Keep it clear and actionable" },
+        { "id": "bf-message-input", "component": "TextArea", "name": "message", "rows": 3, "placeholder": "Type the update to broadcast..." },
+        { "id": "bf-buttons", "component": "Buttons", "buttons": ["bf-submit"] },
+        { "id": "bf-submit", "component": "Button", "label": "Broadcast Update", "variant": "primary", "action": ["submitBroadcast"] },
+
+        { "id": "focusForm", "component": "Form", "name": "focusZone", "fields": ["ff-zone"], "buttons": "ff-buttons" },
+        { "id": "ff-zone", "component": "FormControl", "label": "Focus on Zone", "input": "ff-zone-input", "hint": "Filter the whole dashboard to a single zone" },
+        { "id": "ff-zone-input", "component": "Select", "name": "focusZone", "placeholder": "Select zone", "items": ["ff-a", "ff-b", "ff-c", "ff-d", "ff-e"] },
+        { "id": "ff-a", "component": "SelectItem", "value": "zone_a", "label": "Zone A" },
+        { "id": "ff-b", "component": "SelectItem", "value": "zone_b", "label": "Zone B" },
+        { "id": "ff-c", "component": "SelectItem", "value": "zone_c", "label": "Zone C" },
+        { "id": "ff-d", "component": "SelectItem", "value": "zone_d", "label": "Zone D" },
+        { "id": "ff-e", "component": "SelectItem", "value": "zone_e", "label": "Zone E" },
+        { "id": "ff-buttons", "component": "Buttons", "buttons": ["ff-submit"] },
+        { "id": "ff-submit", "component": "Button", "label": "Focus Zone", "variant": "secondary", "action": ["focusOnZone"] },
+
+        { "id": "sitrepForm", "component": "Form", "name": "situationReport", "fields": ["sr-title", "sr-body", "sr-severity"], "buttons": "sr-buttons" },
+        { "id": "sr-title", "component": "FormControl", "label": "Report Title", "input": "sr-title-input" },
+        { "id": "sr-title-input", "component": "Input", "name": "reportTitle", "type": "text", "placeholder": "e.g. Zone A 12:00 Situation Update" },
+        { "id": "sr-body", "component": "FormControl", "label": "Situation Details", "input": "sr-body-input", "hint": "Summarize current conditions, actions, and needs" },
+        { "id": "sr-body-input", "component": "TextArea", "name": "reportBody", "rows": 5, "placeholder": "Describe the current situation..." },
+        { "id": "sr-severity", "component": "FormControl", "label": "Overall Severity", "input": "sr-severity-input" },
+        { "id": "sr-severity-input", "component": "Select", "name": "reportSeverity", "placeholder": "Select severity", "items": ["sr-sev-crit", "sr-sev-high", "sr-sev-mod", "sr-sev-low"] },
+        { "id": "sr-sev-crit", "component": "SelectItem", "value": "critical", "label": "Critical" },
+        { "id": "sr-sev-high", "component": "SelectItem", "value": "high", "label": "High" },
+        { "id": "sr-sev-mod", "component": "SelectItem", "value": "moderate", "label": "Moderate" },
+        { "id": "sr-sev-low", "component": "SelectItem", "value": "low", "label": "Low" },
+        { "id": "sr-buttons", "component": "Buttons", "buttons": ["sr-submit"] },
+        { "id": "sr-submit", "component": "Button", "label": "File Situation Report", "variant": "primary", "action": ["submitSitrep"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 18 requirements:
+
+1. **Active incidents by zone with severity** — Incidents tab table (zone, type, severity, status)
+2. **Overall severity summary** — Top callout banners + severity donut chart
+3. **Vehicles, personnel & supplies** — Resources tab table and bar chart
+4. **Shelters with capacity/occupancy** — Shelters tab table and grouped chart
+5. **Evacuation route status** — Routes tab table
+6. **48-hour weather forecast** — Weather tab line chart and detail table
+7. **Rescued & casualties** — People & Aid tab callouts
+8. **Volunteers on duty with assignments** — Volunteers tab table
+9. **Donations received** — Progress bar in People & Aid tab
+10. **Aid requests awaiting action** — People & Aid tab table
+11. **Communication channel status (up/down)** — Comms tab table
+12. **Roads closed** — Routes tab "Roads Closed" table
+13. **Nearby hospitals with free beds** — Hospitals tab table
+14. **Open tasks with assignees** — Tasks tab table
+15. **Request more resources (type + quantity)** — Resource request form
+16. **Broadcast an update (message)** — Broadcast form
+17. **Focus on one zone** — Focus Zone form
+18. **File a situation report** — Situation report form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r1.txt
new file mode 100644
index 000000000..a725fc1ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r1.txt
@@ -0,0 +1,675 @@
+Here's your CEO quarterly command view covering all 18 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "controls-card", "kpi-row", "trends-row", "dept-row", "risks-initiatives-row", "financial-health-row", "board-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Quarterly Command View — Q3 2024",
+          "subtitle": "Executive dashboard for the CEO"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "end",
+          "wrap": true,
+          "children": ["quarter-control", "region-control", "export-buttons"]
+        },
+        {
+          "id": "quarter-control",
+          "component": "FormControl",
+          "label": "Quarter",
+          "input": "quarter-select",
+          "hint": "Change the reporting period"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select quarter",
+          "value": "q3-2024",
+          "items": ["q-item-1", "q-item-2", "q-item-3", "q-item-4"]
+        },
+        {
+          "id": "q-item-1",
+          "component": "SelectItem",
+          "value": "q4-2023",
+          "label": "Q4 2023"
+        },
+        {
+          "id": "q-item-2",
+          "component": "SelectItem",
+          "value": "q1-2024",
+          "label": "Q1 2024"
+        },
+        {
+          "id": "q-item-3",
+          "component": "SelectItem",
+          "value": "q2-2024",
+          "label": "Q2 2024"
+        },
+        {
+          "id": "q-item-4",
+          "component": "SelectItem",
+          "value": "q3-2024",
+          "label": "Q3 2024"
+        },
+        {
+          "id": "region-control",
+          "component": "FormControl",
+          "label": "Region Focus",
+          "input": "region-select",
+          "hint": "Filter the view to one region"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All regions",
+          "value": "all",
+          "items": ["r-item-1", "r-item-2", "r-item-3", "r-item-4", "r-item-5"]
+        },
+        {
+          "id": "r-item-1",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions"
+        },
+        {
+          "id": "r-item-2",
+          "component": "SelectItem",
+          "value": "namer",
+          "label": "North America"
+        },
+        {
+          "id": "r-item-3",
+          "component": "SelectItem",
+          "value": "emea",
+          "label": "EMEA"
+        },
+        {
+          "id": "r-item-4",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "APAC"
+        },
+        {
+          "id": "r-item-5",
+          "component": "SelectItem",
+          "value": "latam",
+          "label": "LATAM"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-btn"]
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Board Pack",
+          "variant": "primary",
+          "action": ["export_pack"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["revenue-card", "costs-card", "profit-card"]
+        },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["revenue-label", "revenue-value", "revenue-badge"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-value",
+          "component": "Heading",
+          "text": "$48.2M",
+          "level": "h2"
+        },
+        {
+          "id": "revenue-badge",
+          "component": "Badge",
+          "text": "+12% QoQ",
+          "variant": "default"
+        },
+        {
+          "id": "costs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["costs-label", "costs-value", "costs-badge"]
+        },
+        {
+          "id": "costs-label",
+          "component": "TextContent",
+          "text": "Costs",
+          "size": "small-heavy"
+        },
+        {
+          "id": "costs-value",
+          "component": "Heading",
+          "text": "$34.6M",
+          "level": "h2"
+        },
+        {
+          "id": "costs-badge",
+          "component": "Badge",
+          "text": "+6% QoQ",
+          "variant": "secondary"
+        },
+        {
+          "id": "profit-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["profit-label", "profit-value", "profit-badge"]
+        },
+        {
+          "id": "profit-label",
+          "component": "TextContent",
+          "text": "Profit",
+          "size": "small-heavy"
+        },
+        {
+          "id": "profit-value",
+          "component": "Heading",
+          "text": "$13.6M",
+          "level": "h2"
+        },
+        {
+          "id": "profit-badge",
+          "component": "Badge",
+          "text": "28.2% margin",
+          "variant": "default"
+        },
+        {
+          "id": "trends-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["revenue-trend-card", "costs-trend-card"]
+        },
+        {
+          "id": "revenue-trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["revenue-trend-header", "revenue-chart"]
+        },
+        {
+          "id": "revenue-trend-header",
+          "component": "CardHeader",
+          "title": "Revenue Over Four Quarters"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "LineChart",
+          "labels": ["Q4 '23", "Q1 '24", "Q2 '24", "Q3 '24"],
+          "series": ["revenue-series"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Revenue ($M)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [38.5, 41.2, 43.0, 48.2]
+        },
+        {
+          "id": "costs-trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["costs-trend-header", "costs-chart"]
+        },
+        {
+          "id": "costs-trend-header",
+          "component": "CardHeader",
+          "title": "Costs Over Four Quarters"
+        },
+        {
+          "id": "costs-chart",
+          "component": "AreaChart",
+          "labels": ["Q4 '23", "Q1 '24", "Q2 '24", "Q3 '24"],
+          "series": ["costs-series"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Costs ($M)"
+        },
+        {
+          "id": "costs-series",
+          "component": "Series",
+          "category": "Costs",
+          "values": [30.1, 31.8, 32.6, 34.6]
+        },
+        {
+          "id": "dept-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["budget-card", "headcount-card"]
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["budget-header", "budget-chart"]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Budget by Department vs Plan"
+        },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "labels": ["Sales", "R&D", "Marketing", "Ops", "G&A"],
+          "series": ["budget-actual", "budget-plan"],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "Budget ($M)"
+        },
+        {
+          "id": "budget-actual",
+          "component": "Series",
+          "category": "Actual",
+          "values": [9.2, 8.5, 5.1, 6.8, 4.9]
+        },
+        {
+          "id": "budget-plan",
+          "component": "Series",
+          "category": "Plan",
+          "values": [9.0, 8.0, 5.5, 6.5, 5.0]
+        },
+        {
+          "id": "headcount-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["headcount-header", "headcount-chart"]
+        },
+        {
+          "id": "headcount-header",
+          "component": "CardHeader",
+          "title": "Headcount by Department"
+        },
+        {
+          "id": "headcount-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Sales", "R&D", "Marketing", "Ops", "G&A"],
+          "series": ["headcount-series"],
+          "xLabel": "Employees",
+          "yLabel": "Department"
+        },
+        {
+          "id": "headcount-series",
+          "component": "Series",
+          "category": "Headcount",
+          "values": [142, 118, 64, 89, 41]
+        },
+        {
+          "id": "risks-initiatives-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["risks-card", "initiatives-card"]
+        },
+        {
+          "id": "risks-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risks-header", "risks-table"]
+        },
+        {
+          "id": "risks-header",
+          "component": "CardHeader",
+          "title": "Top Risks & Owners"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["risk-col", "risk-owner-col", "risk-sev-col"]
+        },
+        {
+          "id": "risk-col",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Key customer concentration", "Cloud cost overruns", "Talent attrition in R&D", "Regulatory change in EMEA"]
+        },
+        {
+          "id": "risk-owner-col",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["S. Patel (CRO)", "M. Chen (CTO)", "A. Rossi (CPO)", "L. Weber (GC)"]
+        },
+        {
+          "id": "risk-sev-col",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium"]
+        },
+        {
+          "id": "initiatives-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["initiatives-header", "initiatives-table"]
+        },
+        {
+          "id": "initiatives-header",
+          "component": "CardHeader",
+          "title": "Strategic Initiatives & Status"
+        },
+        {
+          "id": "initiatives-table",
+          "component": "Table",
+          "columns": ["init-col", "init-status-col", "init-progress-col"]
+        },
+        {
+          "id": "init-col",
+          "component": "Col",
+          "label": "Initiative",
+          "type": "string",
+          "data": ["Enterprise platform launch", "APAC market entry", "AI product line", "Cost optimization program"]
+        },
+        {
+          "id": "init-status-col",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "Ahead"]
+        },
+        {
+          "id": "init-progress-col",
+          "component": "Col",
+          "label": "Progress",
+          "type": "string",
+          "data": ["72%", "45%", "60%", "88%"]
+        },
+        {
+          "id": "financial-health-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["health-header", "health-metrics-row", "health-metrics-row-2"]
+        },
+        {
+          "id": "health-header",
+          "component": "CardHeader",
+          "title": "Financial Health & Commercial Metrics"
+        },
+        {
+          "id": "health-metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["runway-card", "pipeline-card", "winrate-card"]
+        },
+        {
+          "id": "runway-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["runway-label", "runway-value"]
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "Months of Runway",
+          "size": "small-heavy"
+        },
+        {
+          "id": "runway-value",
+          "component": "Heading",
+          "text": "26 months",
+          "level": "h3"
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["pipeline-label", "pipeline-value"]
+        },
+        {
+          "id": "pipeline-label",
+          "component": "TextContent",
+          "text": "Sales Pipeline Value",
+          "size": "small-heavy"
+        },
+        {
+          "id": "pipeline-value",
+          "component": "Heading",
+          "text": "$112M",
+          "level": "h3"
+        },
+        {
+          "id": "winrate-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["winrate-label", "winrate-value", "winrate-progress"]
+        },
+        {
+          "id": "winrate-label",
+          "component": "TextContent",
+          "text": "Win Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "winrate-value",
+          "component": "Heading",
+          "text": "31%",
+          "level": "h3"
+        },
+        {
+          "id": "winrate-progress",
+          "component": "Progress",
+          "value": 31,
+          "label": "Deals won"
+        },
+        {
+          "id": "health-metrics-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["customers-card", "churn-card", "nps-card"]
+        },
+        {
+          "id": "customers-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["customers-label", "customers-value"]
+        },
+        {
+          "id": "customers-label",
+          "component": "TextContent",
+          "text": "Customer Count",
+          "size": "small-heavy"
+        },
+        {
+          "id": "customers-value",
+          "component": "Heading",
+          "text": "4,318",
+          "level": "h3"
+        },
+        {
+          "id": "churn-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["churn-label", "churn-value"]
+        },
+        {
+          "id": "churn-label",
+          "component": "TextContent",
+          "text": "Churn Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "churn-value",
+          "component": "Heading",
+          "text": "4.2%",
+          "level": "h3"
+        },
+        {
+          "id": "nps-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["nps-label", "nps-value"]
+        },
+        {
+          "id": "nps-label",
+          "component": "TextContent",
+          "text": "NPS",
+          "size": "small-heavy"
+        },
+        {
+          "id": "nps-value",
+          "component": "Heading",
+          "text": "+52",
+          "level": "h3"
+        },
+        {
+          "id": "board-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["board-header", "board-list"]
+        },
+        {
+          "id": "board-header",
+          "component": "CardHeader",
+          "title": "Next Board Meeting — Agenda Items",
+          "subtitle": "Scheduled for November 14, 2024"
+        },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board-item-1", "board-item-2", "board-item-3", "board-item-4", "board-item-5"]
+        },
+        {
+          "id": "board-item-1",
+          "component": "ListItem",
+          "title": "Approve FY2025 operating budget",
+          "subtitle": "Finance Committee to present final numbers"
+        },
+        {
+          "id": "board-item-2",
+          "component": "ListItem",
+          "title": "Review APAC market entry (at-risk initiative)",
+          "subtitle": "Decision on additional funding"
+        },
+        {
+          "id": "board-item-3",
+          "component": "ListItem",
+          "title": "Customer concentration risk mitigation plan",
+          "subtitle": "Presented by CRO"
+        },
+        {
+          "id": "board-item-4",
+          "component": "ListItem",
+          "title": "AI product line go-to-market strategy",
+          "subtitle": "Launch timeline and pricing"
+        },
+        {
+          "id": "board-item-5",
+          "component": "ListItem",
+          "title": "Executive compensation review",
+          "subtitle": "Comp Committee recommendation"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 18 items: the three headline KPIs (revenue, costs, profit), quarterly trend charts for revenue and costs, department budget-vs-plan and headcount charts, the risks and strategic-initiatives tables with owners and statuses, the financial-health tiles (runway, pipeline, win rate, customers, churn, NPS), the board agenda list, and the quarter selector, region focus filter, and export button in the control bar at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..0f575f3b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r2.txt
@@ -0,0 +1,405 @@
+Here's a comprehensive CEO Quarterly Command View covering all 18 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "controls-card", "kpi-row", "trends-tabs", "dept-card", "risks-init-card", "board-card", "footer-actions"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "CEO Quarterly Command View",
+          "subtitle": "Executive performance, risk and strategy overview"
+        },
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["quarter-control", "region-control", "export-button"]
+        },
+        {
+          "id": "quarter-control",
+          "component": "FormControl",
+          "label": "Quarter",
+          "input": "quarter-select",
+          "hint": "Change the reporting period"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q3-2024",
+          "placeholder": "Select quarter",
+          "items": ["q-opt-1", "q-opt-2", "q-opt-3", "q-opt-4"]
+        },
+        { "id": "q-opt-1", "component": "SelectItem", "value": "q4-2023", "label": "Q4 2023" },
+        { "id": "q-opt-2", "component": "SelectItem", "value": "q1-2024", "label": "Q1 2024" },
+        { "id": "q-opt-3", "component": "SelectItem", "value": "q2-2024", "label": "Q2 2024" },
+        { "id": "q-opt-4", "component": "SelectItem", "value": "q3-2024", "label": "Q3 2024" },
+        {
+          "id": "region-control",
+          "component": "FormControl",
+          "label": "Region Focus",
+          "input": "region-select",
+          "hint": "Focus on one region"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "value": "global",
+          "placeholder": "Select region",
+          "items": ["r-opt-1", "r-opt-2", "r-opt-3", "r-opt-4", "r-opt-5"]
+        },
+        { "id": "r-opt-1", "component": "SelectItem", "value": "global", "label": "Global (All Regions)" },
+        { "id": "r-opt-2", "component": "SelectItem", "value": "namer", "label": "North America" },
+        { "id": "r-opt-3", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+        { "id": "r-opt-4", "component": "SelectItem", "value": "apac", "label": "APAC" },
+        { "id": "r-opt-5", "component": "SelectItem", "value": "latam", "label": "LATAM" },
+        {
+          "id": "export-button",
+          "component": "Button",
+          "label": "Export Board Pack",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["export_pack"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["kpi-financials", "kpi-operations"]
+        },
+        {
+          "id": "kpi-financials",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-revenue", "kpi-costs", "kpi-profit", "kpi-runway"]
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-revenue-label", "kpi-revenue-value", "kpi-revenue-tag"]
+        },
+        { "id": "kpi-revenue-label", "component": "TextContent", "text": "Revenue", "size": "small-heavy" },
+        { "id": "kpi-revenue-value", "component": "Heading", "text": "$42.8M", "level": "h2" },
+        { "id": "kpi-revenue-tag", "component": "Tag", "text": "+12% QoQ", "variant": "success", "size": "sm" },
+        {
+          "id": "kpi-costs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-costs-label", "kpi-costs-value", "kpi-costs-tag"]
+        },
+        { "id": "kpi-costs-label", "component": "TextContent", "text": "Costs", "size": "small-heavy" },
+        { "id": "kpi-costs-value", "component": "Heading", "text": "$29.1M", "level": "h2" },
+        { "id": "kpi-costs-tag", "component": "Tag", "text": "+6% QoQ", "variant": "warning", "size": "sm" },
+        {
+          "id": "kpi-profit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-profit-label", "kpi-profit-value", "kpi-profit-tag"]
+        },
+        { "id": "kpi-profit-label", "component": "TextContent", "text": "Profit", "size": "small-heavy" },
+        { "id": "kpi-profit-value", "component": "Heading", "text": "$13.7M", "level": "h2" },
+        { "id": "kpi-profit-tag", "component": "Tag", "text": "32% margin", "variant": "success", "size": "sm" },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-runway-label", "kpi-runway-value", "kpi-runway-tag"]
+        },
+        { "id": "kpi-runway-label", "component": "TextContent", "text": "Runway", "size": "small-heavy" },
+        { "id": "kpi-runway-value", "component": "Heading", "text": "28 mo", "level": "h2" },
+        { "id": "kpi-runway-tag", "component": "Tag", "text": "Healthy", "variant": "success", "size": "sm" },
+        {
+          "id": "kpi-operations",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-pipeline", "kpi-winrate", "kpi-customers", "kpi-nps"]
+        },
+        {
+          "id": "kpi-pipeline",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-pipeline-label", "kpi-pipeline-value", "kpi-pipeline-tag"]
+        },
+        { "id": "kpi-pipeline-label", "component": "TextContent", "text": "Sales Pipeline", "size": "small-heavy" },
+        { "id": "kpi-pipeline-value", "component": "Heading", "text": "$118M", "level": "h2" },
+        { "id": "kpi-pipeline-tag", "component": "Tag", "text": "342 open deals", "variant": "info", "size": "sm" },
+        {
+          "id": "kpi-winrate",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-winrate-label", "kpi-winrate-value", "kpi-winrate-progress"]
+        },
+        { "id": "kpi-winrate-label", "component": "TextContent", "text": "Win Rate", "size": "small-heavy" },
+        { "id": "kpi-winrate-value", "component": "Heading", "text": "27%", "level": "h2" },
+        { "id": "kpi-winrate-progress", "component": "Progress", "value": 27, "label": "vs 24% last Q" },
+        {
+          "id": "kpi-customers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-customers-label", "kpi-customers-value", "kpi-customers-tag"]
+        },
+        { "id": "kpi-customers-label", "component": "TextContent", "text": "Customers", "size": "small-heavy" },
+        { "id": "kpi-customers-value", "component": "Heading", "text": "4,120", "level": "h2" },
+        { "id": "kpi-customers-tag", "component": "Tag", "text": "Churn 2.1%", "variant": "warning", "size": "sm" },
+        {
+          "id": "kpi-nps",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-nps-label", "kpi-nps-value", "kpi-nps-tag"]
+        },
+        { "id": "kpi-nps-label", "component": "TextContent", "text": "NPS", "size": "small-heavy" },
+        { "id": "kpi-nps-value", "component": "Heading", "text": "+58", "level": "h2" },
+        { "id": "kpi-nps-tag", "component": "Tag", "text": "+4 pts QoQ", "variant": "success", "size": "sm" },
+        {
+          "id": "trends-tabs",
+          "component": "Tabs",
+          "items": ["tab-revenue", "tab-costs"]
+        },
+        {
+          "id": "tab-revenue",
+          "component": "TabItem",
+          "value": "revenue-trend",
+          "trigger": "Revenue Trend",
+          "content": ["revenue-line-chart"]
+        },
+        {
+          "id": "revenue-line-chart",
+          "component": "LineChart",
+          "labels": ["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Revenue ($M)",
+          "series": ["revenue-series"]
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [33.5, 36.2, 38.1, 42.8]
+        },
+        {
+          "id": "tab-costs",
+          "component": "TabItem",
+          "value": "costs-trend",
+          "trigger": "Costs Trend",
+          "content": ["costs-area-chart"]
+        },
+        {
+          "id": "costs-area-chart",
+          "component": "AreaChart",
+          "labels": ["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Costs ($M)",
+          "series": ["costs-series"]
+        },
+        {
+          "id": "costs-series",
+          "component": "Series",
+          "category": "Costs",
+          "values": [25.4, 26.8, 27.5, 29.1]
+        },
+        {
+          "id": "dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["dept-header", "budget-chart", "headcount-chart"]
+        },
+        { "id": "dept-header", "component": "Heading", "text": "Department Metrics", "level": "h3" },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "labels": ["Sales", "Engineering", "Marketing", "Ops", "G&A"],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "Budget ($M)",
+          "series": ["budget-actual", "budget-plan"]
+        },
+        {
+          "id": "budget-actual",
+          "component": "Series",
+          "category": "Actual",
+          "values": [8.2, 11.4, 4.1, 3.6, 1.8]
+        },
+        {
+          "id": "budget-plan",
+          "component": "Series",
+          "category": "Plan",
+          "values": [8.0, 11.0, 4.5, 3.5, 2.0]
+        },
+        {
+          "id": "headcount-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Sales", "Engineering", "Marketing", "Ops", "G&A"],
+          "variant": "grouped",
+          "xLabel": "Headcount",
+          "yLabel": "Department",
+          "series": ["headcount-series"]
+        },
+        {
+          "id": "headcount-series",
+          "component": "Series",
+          "category": "Headcount",
+          "values": [92, 148, 41, 55, 28]
+        },
+        {
+          "id": "risks-init-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["risks-header", "risks-table", "init-header", "init-steps"]
+        },
+        { "id": "risks-header", "component": "Heading", "text": "Top Risks", "level": "h3" },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["risk-col-name", "risk-col-owner", "risk-col-severity"]
+        },
+        {
+          "id": "risk-col-name",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Key customer concentration", "Cloud cost overrun", "Regulatory changes (EU)", "Senior eng attrition"]
+        },
+        {
+          "id": "risk-col-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["CRO - Dana Lee", "CTO - Raj Patel", "GC - Maria Gomez", "VP Eng - Sam Cho"]
+        },
+        {
+          "id": "risk-col-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium"]
+        },
+        { "id": "init-header", "component": "Heading", "text": "Strategic Initiatives", "level": "h3" },
+        {
+          "id": "init-steps",
+          "component": "Steps",
+          "items": ["init-1", "init-2", "init-3", "init-4"]
+        },
+        { "id": "init-1", "component": "StepsItem", "title": "Enterprise Platform Launch — On Track", "details": "GA scheduled for early Q4. Beta with 12 accounts running smoothly." },
+        { "id": "init-2", "component": "StepsItem", "title": "APAC Market Expansion — At Risk", "details": "Local hiring behind plan; legal entity setup delayed by 6 weeks." },
+        { "id": "init-3", "component": "StepsItem", "title": "AI Product Line — On Track", "details": "First model shipped to 3 design partners; strong early signal." },
+        { "id": "init-4", "component": "StepsItem", "title": "Cost Optimization Program — Complete", "details": "Delivered $4.2M annualized savings across cloud and vendors." },
+        {
+          "id": "board-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["board-header", "board-list"]
+        },
+        { "id": "board-header", "component": "Heading", "text": "Next Board Meeting Agenda", "level": "h3" },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board-1", "board-2", "board-3", "board-4", "board-5"]
+        },
+        { "id": "board-1", "component": "ListItem", "title": "FY25 budget approval", "subtitle": "Finance to present final numbers" },
+        { "id": "board-2", "component": "ListItem", "title": "APAC expansion go/no-go decision", "subtitle": "Review revised timeline and risks" },
+        { "id": "board-3", "component": "ListItem", "title": "Series C fundraising strategy", "subtitle": "Runway and valuation discussion" },
+        { "id": "board-4", "component": "ListItem", "title": "Executive compensation review", "subtitle": "Comp committee recommendations" },
+        { "id": "board-5", "component": "ListItem", "title": "AI product roadmap & investment", "subtitle": "Approve additional R&D funding" },
+        {
+          "id": "footer-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["footer-export", "footer-schedule"]
+        },
+        {
+          "id": "footer-export",
+          "component": "Button",
+          "label": "Export Full Pack (PDF)",
+          "variant": "primary",
+          "size": "medium",
+          "action": ["export_pack_pdf"]
+        },
+        {
+          "id": "footer-schedule",
+          "component": "Button",
+          "label": "Share with Board",
+          "variant": "secondary",
+          "size": "medium",
+          "action": ["share_board"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 18 requirements:
+
+1. **Revenue** – KPI card ($42.8M)
+2. **Costs** – KPI card ($29.1M)
+3. **Profit** – KPI card ($13.7M, 32% margin)
+4. **Revenue over four quarters** – Line chart in "Revenue Trend" tab
+5. **Costs over four quarters** – Area chart in "Costs Trend" tab
+6. **Budget by department vs plan** – Grouped bar chart (Actual vs Plan)
+7. **Headcount by department** – Horizontal bar chart
+8. **Top risks with owner** – Table with Risk / Owner / Severity columns
+9. **Strategic initiatives with status** – Steps list with status in each title
+10. **Months of runway** – KPI card (28 mo)
+11. **Sales pipeline value** – KPI card ($118M)
+12. **Win rate** – KPI card with progress bar (27%)
+13. **Customer count and churn** – KPI card (4,120 / churn 2.1%)
+14. **NPS** – KPI card (+58)
+15. **Board meeting items** – Numbered list
+16. **Change the quarter** – Quarter select control
+17. **Focus on one region** – Region select control
+18. **Export the pack** – Export buttons (header + footer)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..c5463a21f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r3.txt
@@ -0,0 +1,527 @@
+Here's a comprehensive quarterly command view for the CEO, covering all 18 requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Command Center" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "controls-card",
+            "kpi-row",
+            "financial-trends",
+            "dept-row",
+            "risks-initiatives-row",
+            "health-metrics",
+            "board-agenda"
+          ]
+        },
+
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Quarterly Command View — Q3 FY2024",
+          "subtitle": "Executive summary across finance, operations, and strategy"
+        },
+
+        {
+          "id": "controls-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "wrap": true,
+          "children": ["quarter-control", "region-control", "export-buttons"]
+        },
+        {
+          "id": "quarter-control",
+          "component": "FormControl",
+          "label": "Quarter",
+          "hint": "Change the reporting period",
+          "input": "quarter-select"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q3-fy24",
+          "placeholder": "Select quarter",
+          "items": ["q-q1", "q-q2", "q-q3", "q-q4"]
+        },
+        { "id": "q-q1", "component": "SelectItem", "value": "q1-fy24", "label": "Q1 FY2024" },
+        { "id": "q-q2", "component": "SelectItem", "value": "q2-fy24", "label": "Q2 FY2024" },
+        { "id": "q-q3", "component": "SelectItem", "value": "q3-fy24", "label": "Q3 FY2024" },
+        { "id": "q-q4", "component": "SelectItem", "value": "q4-fy24", "label": "Q4 FY2024" },
+
+        {
+          "id": "region-control",
+          "component": "FormControl",
+          "label": "Region Focus",
+          "hint": "Narrow the view to one region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "value": "all",
+          "placeholder": "Select region",
+          "items": ["r-all", "r-na", "r-emea", "r-apac", "r-latam"]
+        },
+        { "id": "r-all", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "r-na", "component": "SelectItem", "value": "na", "label": "North America" },
+        { "id": "r-emea", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+        { "id": "r-apac", "component": "SelectItem", "value": "apac", "label": "APAC" },
+        { "id": "r-latam", "component": "SelectItem", "value": "latam", "label": "LATAM" },
+
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-pdf", "export-xls"]
+        },
+        {
+          "id": "export-pdf",
+          "component": "Button",
+          "label": "Export Pack (PDF)",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{ "type": "export", "format": "pdf" }]
+        },
+        {
+          "id": "export-xls",
+          "component": "Button",
+          "label": "Export (XLSX)",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{ "type": "export", "format": "xlsx" }]
+        },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-revenue", "kpi-costs", "kpi-profit"]
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value", "kpi-revenue-badge"]
+        },
+        { "id": "kpi-revenue-label", "component": "TextContent", "text": "Revenue", "size": "small-heavy" },
+        { "id": "kpi-revenue-value", "component": "Heading", "text": "$48.2M", "level": "h2" },
+        { "id": "kpi-revenue-badge", "component": "Badge", "text": "▲ 12% QoQ", "variant": "default" },
+
+        {
+          "id": "kpi-costs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-costs-label", "kpi-costs-value", "kpi-costs-badge"]
+        },
+        { "id": "kpi-costs-label", "component": "TextContent", "text": "Costs", "size": "small-heavy" },
+        { "id": "kpi-costs-value", "component": "Heading", "text": "$33.6M", "level": "h2" },
+        { "id": "kpi-costs-badge", "component": "Badge", "text": "▲ 6% QoQ", "variant": "secondary" },
+
+        {
+          "id": "kpi-profit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-profit-label", "kpi-profit-value", "kpi-profit-badge"]
+        },
+        { "id": "kpi-profit-label", "component": "TextContent", "text": "Profit", "size": "small-heavy" },
+        { "id": "kpi-profit-value", "component": "Heading", "text": "$14.6M", "level": "h2" },
+        { "id": "kpi-profit-badge", "component": "Badge", "text": "30.3% margin", "variant": "outline" },
+
+        {
+          "id": "financial-trends",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["revenue-trend-block", "costs-trend-block"]
+        },
+        {
+          "id": "revenue-trend-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["revenue-trend-title", "revenue-chart"]
+        },
+        { "id": "revenue-trend-title", "component": "Heading", "text": "Revenue — Last 4 Quarters", "level": "h4" },
+        {
+          "id": "revenue-chart",
+          "component": "LineChart",
+          "labels": ["Q4 FY23", "Q1 FY24", "Q2 FY24", "Q3 FY24"],
+          "series": ["revenue-series"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "USD (M)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [39.5, 42.1, 43.0, 48.2]
+        },
+        {
+          "id": "costs-trend-block",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["costs-trend-title", "costs-chart"]
+        },
+        { "id": "costs-trend-title", "component": "Heading", "text": "Costs — Last 4 Quarters", "level": "h4" },
+        {
+          "id": "costs-chart",
+          "component": "BarChart",
+          "labels": ["Q4 FY23", "Q1 FY24", "Q2 FY24", "Q3 FY24"],
+          "series": ["costs-series"],
+          "variant": "grouped",
+          "xLabel": "Quarter",
+          "yLabel": "USD (M)"
+        },
+        {
+          "id": "costs-series",
+          "component": "Series",
+          "category": "Costs",
+          "values": [29.8, 30.5, 31.7, 33.6]
+        },
+
+        {
+          "id": "dept-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["budget-block", "headcount-block"]
+        },
+        {
+          "id": "budget-block",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["budget-title", "budget-chart"]
+        },
+        { "id": "budget-title", "component": "Heading", "text": "Budget by Department vs Plan", "level": "h4" },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "labels": ["Sales", "Eng", "Marketing", "Ops", "G&A"],
+          "series": ["budget-plan-series", "budget-actual-series"],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "USD (M)"
+        },
+        {
+          "id": "budget-plan-series",
+          "component": "Series",
+          "category": "Plan",
+          "values": [8.0, 12.0, 5.0, 4.5, 3.0]
+        },
+        {
+          "id": "budget-actual-series",
+          "component": "Series",
+          "category": "Actual",
+          "values": [8.4, 11.6, 5.3, 4.2, 3.1]
+        },
+        {
+          "id": "headcount-block",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["headcount-title", "headcount-chart"]
+        },
+        { "id": "headcount-title", "component": "Heading", "text": "Headcount by Department", "level": "h4" },
+        {
+          "id": "headcount-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Sales", "Eng", "Marketing", "Ops", "G&A"],
+          "series": ["headcount-series"],
+          "variant": "grouped",
+          "xLabel": "Employees",
+          "yLabel": "Department"
+        },
+        {
+          "id": "headcount-series",
+          "component": "Series",
+          "category": "Headcount",
+          "values": [92, 148, 41, 63, 28]
+        },
+
+        {
+          "id": "risks-initiatives-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "wrap": true,
+          "children": ["risks-block", "initiatives-block"]
+        },
+        {
+          "id": "risks-block",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risks-title", "risks-table"]
+        },
+        { "id": "risks-title", "component": "Heading", "text": "Top Risks & Owners", "level": "h4" },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["risk-col-name", "risk-col-owner", "risk-col-severity"]
+        },
+        {
+          "id": "risk-col-name",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Key customer concentration", "Supply chain delays", "Cybersecurity exposure", "Talent attrition"]
+        },
+        {
+          "id": "risk-col-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["CRO — J. Patel", "COO — M. Rivera", "CISO — L. Chen", "CHRO — S. Okafor"]
+        },
+        {
+          "id": "risk-col-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium"]
+        },
+        {
+          "id": "initiatives-block",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["initiatives-title", "initiatives-table"]
+        },
+        { "id": "initiatives-title", "component": "Heading", "text": "Strategic Initiatives & Status", "level": "h4" },
+        {
+          "id": "initiatives-table",
+          "component": "Table",
+          "columns": ["init-col-name", "init-col-status", "init-col-progress"]
+        },
+        {
+          "id": "init-col-name",
+          "component": "Col",
+          "label": "Initiative",
+          "type": "string",
+          "data": ["Enterprise platform launch", "APAC market entry", "AI product suite", "Cost optimization program"]
+        },
+        {
+          "id": "init-col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "Delayed"]
+        },
+        {
+          "id": "init-col-progress",
+          "component": "Col",
+          "label": "Progress",
+          "type": "string",
+          "data": ["72%", "45%", "60%", "30%"]
+        },
+
+        {
+          "id": "health-metrics",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["health-title", "health-row-1", "health-row-2"]
+        },
+        { "id": "health-title", "component": "Heading", "text": "Business Health Metrics", "level": "h4" },
+        {
+          "id": "health-row-1",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["m-runway", "m-pipeline", "m-winrate", "m-nps"]
+        },
+        {
+          "id": "m-runway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-runway-label", "m-runway-value"]
+        },
+        { "id": "m-runway-label", "component": "TextContent", "text": "Months of Runway", "size": "small-heavy" },
+        { "id": "m-runway-value", "component": "Heading", "text": "26 mo", "level": "h3" },
+        {
+          "id": "m-pipeline",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-pipeline-label", "m-pipeline-value"]
+        },
+        { "id": "m-pipeline-label", "component": "TextContent", "text": "Sales Pipeline Value", "size": "small-heavy" },
+        { "id": "m-pipeline-value", "component": "Heading", "text": "$112M", "level": "h3" },
+        {
+          "id": "m-winrate",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-winrate-label", "m-winrate-value"]
+        },
+        { "id": "m-winrate-label", "component": "TextContent", "text": "Win Rate", "size": "small-heavy" },
+        { "id": "m-winrate-value", "component": "Heading", "text": "28%", "level": "h3" },
+        {
+          "id": "m-nps",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-nps-label", "m-nps-value"]
+        },
+        { "id": "m-nps-label", "component": "TextContent", "text": "NPS", "size": "small-heavy" },
+        { "id": "m-nps-value", "component": "Heading", "text": "+52", "level": "h3" },
+
+        {
+          "id": "health-row-2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["m-customers", "m-churn"]
+        },
+        {
+          "id": "m-customers",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-customers-label", "m-customers-value"]
+        },
+        { "id": "m-customers-label", "component": "TextContent", "text": "Customer Count", "size": "small-heavy" },
+        { "id": "m-customers-value", "component": "Heading", "text": "3,480", "level": "h3" },
+        {
+          "id": "m-churn",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["m-churn-label", "m-churn-value"]
+        },
+        { "id": "m-churn-label", "component": "TextContent", "text": "Churn Rate", "size": "small-heavy" },
+        { "id": "m-churn-value", "component": "Heading", "text": "4.1%", "level": "h3" },
+
+        {
+          "id": "board-agenda",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["board-title", "board-list"]
+        },
+        { "id": "board-title", "component": "Heading", "text": "Next Board Meeting — Agenda Items", "level": "h4" },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board-item-1", "board-item-2", "board-item-3", "board-item-4", "board-item-5"]
+        },
+        {
+          "id": "board-item-1",
+          "component": "ListItem",
+          "title": "Approve FY25 operating budget",
+          "subtitle": "Finance — decision required"
+        },
+        {
+          "id": "board-item-2",
+          "component": "ListItem",
+          "title": "APAC market entry go/no-go",
+          "subtitle": "Strategy — currently At Risk"
+        },
+        {
+          "id": "board-item-3",
+          "component": "ListItem",
+          "title": "Cybersecurity investment plan",
+          "subtitle": "Risk — High severity item"
+        },
+        {
+          "id": "board-item-4",
+          "component": "ListItem",
+          "title": "Executive compensation review",
+          "subtitle": "Governance — annual review"
+        },
+        {
+          "id": "board-item-5",
+          "component": "ListItem",
+          "title": "AI product suite roadmap update",
+          "subtitle": "Product — on track for launch"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 18 items:
+
+- **KPIs (1–3):** Revenue, Costs, Profit cards at the top
+- **Trends (4–5):** Revenue line chart and Costs bar chart over four quarters
+- **Departments (6–7):** Budget vs Plan grouped bars, plus Headcount horizontal bars
+- **Risks & Initiatives (8–9):** Two tables with owners and statuses
+- **Health metrics (10–14):** Runway, pipeline, win rate, NPS, customer count, and churn
+- **Board agenda (15):** Numbered list of items
+- **Controls (16–18):** Quarter selector, region focus selector, and export buttons (PDF/XLSX)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..ff693fa75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-exec__r4.txt
@@ -0,0 +1,464 @@
+Here's your CEO Quarterly Command View covering all 18 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "controls", "kpiRow", "trendsRow", "deptRow", "riskInitRow", "healthRow", "boardCard", "footer"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Quarterly Command View — Q3 2024",
+          "subtitle": "Executive summary across finance, operations, and growth"
+        },
+
+        {
+          "id": "controls",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "children": ["quarterControl", "regionControl", "exportBtns"]
+        },
+        {
+          "id": "quarterControl",
+          "component": "FormControl",
+          "label": "Quarter",
+          "input": "quarterSelect"
+        },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q3-2024",
+          "items": ["qOpt1", "qOpt2", "qOpt3", "qOpt4"]
+        },
+        { "id": "qOpt1", "component": "SelectItem", "value": "q4-2023", "label": "Q4 2023" },
+        { "id": "qOpt2", "component": "SelectItem", "value": "q1-2024", "label": "Q1 2024" },
+        { "id": "qOpt3", "component": "SelectItem", "value": "q2-2024", "label": "Q2 2024" },
+        { "id": "qOpt4", "component": "SelectItem", "value": "q3-2024", "label": "Q3 2024" },
+
+        {
+          "id": "regionControl",
+          "component": "FormControl",
+          "label": "Region Focus",
+          "input": "regionSelect"
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "region",
+          "value": "all",
+          "items": ["rOpt1", "rOpt2", "rOpt3", "rOpt4", "rOpt5"]
+        },
+        { "id": "rOpt1", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "rOpt2", "component": "SelectItem", "value": "amer", "label": "Americas" },
+        { "id": "rOpt3", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+        { "id": "rOpt4", "component": "SelectItem", "value": "apac", "label": "APAC" },
+        { "id": "rOpt5", "component": "SelectItem", "value": "latam", "label": "LATAM" },
+
+        {
+          "id": "exportBtns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["exportBtn"]
+        },
+        {
+          "id": "exportBtn",
+          "component": "Button",
+          "label": "Export Board Pack",
+          "variant": "primary",
+          "action": ["exportPack"]
+        },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["revenueCard", "costsCard", "profitCard"]
+        },
+        {
+          "id": "revenueCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["revLabel", "revValue", "revBadge"]
+        },
+        { "id": "revLabel", "component": "TextContent", "text": "Revenue", "size": "small-heavy" },
+        { "id": "revValue", "component": "Heading", "text": "$48.2M", "level": "h2" },
+        { "id": "revBadge", "component": "Badge", "text": "+12% QoQ", "variant": "default" },
+
+        {
+          "id": "costsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["costLabel", "costValue", "costBadge"]
+        },
+        { "id": "costLabel", "component": "TextContent", "text": "Costs", "size": "small-heavy" },
+        { "id": "costValue", "component": "Heading", "text": "$31.6M", "level": "h2" },
+        { "id": "costBadge", "component": "Badge", "text": "+5% QoQ", "variant": "secondary" },
+
+        {
+          "id": "profitCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["profLabel", "profValue", "profBadge"]
+        },
+        { "id": "profLabel", "component": "TextContent", "text": "Profit", "size": "small-heavy" },
+        { "id": "profValue", "component": "Heading", "text": "$16.6M", "level": "h2" },
+        { "id": "profBadge", "component": "Badge", "text": "34.4% margin", "variant": "default" },
+
+        {
+          "id": "trendsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["revenueTrendCard", "costsTrendCard"]
+        },
+        {
+          "id": "revenueTrendCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["revTrendHeader", "revTrendChart"]
+        },
+        { "id": "revTrendHeader", "component": "CardHeader", "title": "Revenue Over Four Quarters" },
+        {
+          "id": "revTrendChart",
+          "component": "LineChart",
+          "labels": ["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"],
+          "series": ["revSeries"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Revenue ($M)"
+        },
+        { "id": "revSeries", "component": "Series", "category": "Revenue", "values": [38.5, 41.2, 43.0, 48.2] },
+
+        {
+          "id": "costsTrendCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["costTrendHeader", "costTrendChart"]
+        },
+        { "id": "costTrendHeader", "component": "CardHeader", "title": "Costs Over Four Quarters" },
+        {
+          "id": "costTrendChart",
+          "component": "AreaChart",
+          "labels": ["Q4 2023", "Q1 2024", "Q2 2024", "Q3 2024"],
+          "series": ["costSeries"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "Costs ($M)"
+        },
+        { "id": "costSeries", "component": "Series", "category": "Costs", "values": [27.8, 29.1, 30.1, 31.6] },
+
+        {
+          "id": "deptRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["budgetCard", "headcountCard"]
+        },
+        {
+          "id": "budgetCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["budgetHeader", "budgetChart"]
+        },
+        { "id": "budgetHeader", "component": "CardHeader", "title": "Budget by Department vs Plan" },
+        {
+          "id": "budgetChart",
+          "component": "BarChart",
+          "labels": ["Eng", "Sales", "Marketing", "Ops", "G&A"],
+          "series": ["budgetPlan", "budgetActual"],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "$M"
+        },
+        { "id": "budgetPlan", "component": "Series", "category": "Plan", "values": [12.0, 8.5, 5.0, 4.0, 3.0] },
+        { "id": "budgetActual", "component": "Series", "category": "Actual", "values": [12.6, 8.1, 5.4, 3.8, 2.9] },
+
+        {
+          "id": "headcountCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["headcountHeader", "headcountChart"]
+        },
+        { "id": "headcountHeader", "component": "CardHeader", "title": "Headcount by Department" },
+        {
+          "id": "headcountChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Eng", "Sales", "Marketing", "Ops", "G&A"],
+          "series": ["headcountSeries"],
+          "xLabel": "People",
+          "yLabel": "Department"
+        },
+        { "id": "headcountSeries", "component": "Series", "category": "Headcount", "values": [186, 94, 42, 58, 31] },
+
+        {
+          "id": "riskInitRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["risksCard", "initiativesCard"]
+        },
+        {
+          "id": "risksCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["risksHeader", "risksTable"]
+        },
+        { "id": "risksHeader", "component": "CardHeader", "title": "Top Risks & Owners" },
+        {
+          "id": "risksTable",
+          "component": "Table",
+          "columns": ["riskCol", "riskOwnerCol", "riskSevCol"]
+        },
+        {
+          "id": "riskCol",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Key customer renewal at risk", "EMEA regulatory change", "Cloud cost overrun", "Senior eng attrition"]
+        },
+        {
+          "id": "riskOwnerCol",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["A. Chen (CRO)", "M. Ortiz (Legal)", "P. Singh (CTO)", "L. Novak (CPO)"]
+        },
+        {
+          "id": "riskSevCol",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Medium"]
+        },
+
+        {
+          "id": "initiativesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["initHeader", "initTable"]
+        },
+        { "id": "initHeader", "component": "CardHeader", "title": "Strategic Initiatives & Status" },
+        {
+          "id": "initTable",
+          "component": "Table",
+          "columns": ["initCol", "initStatusCol", "initProgCol"]
+        },
+        {
+          "id": "initCol",
+          "component": "Col",
+          "label": "Initiative",
+          "type": "string",
+          "data": ["Enterprise platform launch", "APAC market expansion", "AI product line", "Cost optimization program"]
+        },
+        {
+          "id": "initStatusCol",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On Track", "At Risk", "On Track", "Delayed"]
+        },
+        {
+          "id": "initProgCol",
+          "component": "Col",
+          "label": "Progress",
+          "type": "string",
+          "data": ["72%", "45%", "60%", "30%"]
+        },
+
+        {
+          "id": "healthRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["runwayCard", "pipelineCard", "winRateCard", "customerCard", "npsCard"]
+        },
+        {
+          "id": "runwayCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["runwayLabel", "runwayValue"]
+        },
+        { "id": "runwayLabel", "component": "TextContent", "text": "Runway", "size": "small-heavy" },
+        { "id": "runwayValue", "component": "Heading", "text": "22 months", "level": "h3" },
+
+        {
+          "id": "pipelineCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["pipelineLabel", "pipelineValue"]
+        },
+        { "id": "pipelineLabel", "component": "TextContent", "text": "Sales Pipeline", "size": "small-heavy" },
+        { "id": "pipelineValue", "component": "Heading", "text": "$92.4M", "level": "h3" },
+
+        {
+          "id": "winRateCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["winLabel", "winValue", "winProgress"]
+        },
+        { "id": "winLabel", "component": "TextContent", "text": "Win Rate", "size": "small-heavy" },
+        { "id": "winValue", "component": "Heading", "text": "28%", "level": "h3" },
+        { "id": "winProgress", "component": "Progress", "value": 28, "label": "Deals won" },
+
+        {
+          "id": "customerCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["custLabel", "custValue", "churnBadge"]
+        },
+        { "id": "custLabel", "component": "TextContent", "text": "Customers", "size": "small-heavy" },
+        { "id": "custValue", "component": "Heading", "text": "1,847", "level": "h3" },
+        { "id": "churnBadge", "component": "Badge", "text": "Churn 2.1%", "variant": "outline" },
+
+        {
+          "id": "npsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["npsLabel", "npsValue", "npsBadge"]
+        },
+        { "id": "npsLabel", "component": "TextContent", "text": "NPS", "size": "small-heavy" },
+        { "id": "npsValue", "component": "Heading", "text": "62", "level": "h3" },
+        { "id": "npsBadge", "component": "Badge", "text": "+4 QoQ", "variant": "default" },
+
+        {
+          "id": "boardCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["boardHeader", "boardList"]
+        },
+        { "id": "boardHeader", "component": "CardHeader", "title": "Next Board Meeting Agenda", "subtitle": "Items requiring board attention" },
+        {
+          "id": "boardList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board1", "board2", "board3", "board4", "board5"]
+        },
+        { "id": "board1", "component": "ListItem", "title": "Approve FY25 operating budget", "subtitle": "Finance — decision required" },
+        { "id": "board2", "component": "ListItem", "title": "Review APAC expansion investment case", "subtitle": "Strategy — discussion" },
+        { "id": "board3", "component": "ListItem", "title": "AI product line go-to-market plan", "subtitle": "Product — update" },
+        { "id": "board4", "component": "ListItem", "title": "Key customer renewal risk mitigation", "subtitle": "Revenue — decision required" },
+        { "id": "board5", "component": "ListItem", "title": "Executive compensation review", "subtitle": "People & Comp — approval" },
+
+        {
+          "id": "footer",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "children": ["footerNote", "footerExport"]
+        },
+        { "id": "footerNote", "component": "TextContent", "text": "Data as of end of Q3 2024. Filtered view reflects selected quarter and region.", "size": "small" },
+        {
+          "id": "footerExport",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["footerExportBtn"]
+        },
+        {
+          "id": "footerExportBtn",
+          "component": "Button",
+          "label": "Export Full Pack (PDF)",
+          "variant": "secondary",
+          "action": ["exportPackPdf"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 18 items:
+
+1. **Revenue** – $48.2M KPI card
+2. **Costs** – $31.6M KPI card
+3. **Profit** – $16.6M KPI card with margin
+4. **Revenue over four quarters** – line chart
+5. **Costs over four quarters** – area chart
+6. **Budget by department vs plan** – grouped bar chart
+7. **Headcount by department** – horizontal bar chart
+8. **Top risks with owner** – table (Risk / Owner / Severity)
+9. **Strategic initiatives with status** – table (Initiative / Status / Progress)
+10. **Runway** – 22 months
+11. **Sales pipeline value** – $92.4M
+12. **Win rate** – 28% with progress bar
+13. **Customer count & churn** – 1,847 customers, 2.1% churn
+14. **NPS** – 62
+15. **Board meeting items** – numbered agenda list
+16. **Change the quarter** – quarter Select
+17. **Focus on one region** – region Select
+18. **Export the pack** – Export buttons (header + footer)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..5ddaa38d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r1.txt
@@ -0,0 +1,158 @@
+Here's a comprehensive trading desk morning workspace covering all 17 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"trading-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9","agentDisplayName":"Morning Desk"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"trading-desk","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","kpi-row","timeframe-card","tabs-main","risk-limits-card","actions-row"]},
+
+{"id":"header","component":"CardHeader","title":"Trading Desk — Morning Workspace","subtitle":"Live snapshot for the session open"},
+
+{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpi-portfolio","kpi-pnl","kpi-var","kpi-margin"]},
+{"id":"kpi-portfolio","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpi-portfolio-label","kpi-portfolio-val"]},
+{"id":"kpi-portfolio-label","component":"TextContent","size":"small","text":"Portfolio Value"},
+{"id":"kpi-portfolio-val","component":"Heading","level":"h2","text":"$48,240,110"},
+{"id":"kpi-pnl","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpi-pnl-label","kpi-pnl-val","kpi-pnl-tag"]},
+{"id":"kpi-pnl-label","component":"TextContent","size":"small","text":"P&L Today"},
+{"id":"kpi-pnl-val","component":"Heading","level":"h2","text":"+$312,450"},
+{"id":"kpi-pnl-tag","component":"Tag","text":"+0.65%","variant":"success","size":"sm"},
+{"id":"kpi-var","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpi-var-label","kpi-var-val","kpi-var-sub"]},
+{"id":"kpi-var-label","component":"TextContent","size":"small","text":"Value at Risk (1d, 95%)"},
+{"id":"kpi-var-val","component":"Heading","level":"h2","text":"$1,180,000"},
+{"id":"kpi-var-sub","component":"TextContent","size":"small","text":"2.45% of portfolio"},
+{"id":"kpi-margin","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["kpi-margin-label","kpi-margin-val","kpi-margin-prog"]},
+{"id":"kpi-margin-label","component":"TextContent","size":"small","text":"Margin In Use"},
+{"id":"kpi-margin-val","component":"Heading","level":"h2","text":"$14,600,000"},
+{"id":"kpi-margin-prog","component":"Progress","value":58,"label":"58% of available margin"},
+
+{"id":"timeframe-card","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","children":["timeframe-label","timeframe-select"]},
+{"id":"timeframe-label","component":"Label","text":"Timeframe"},
+{"id":"timeframe-select","component":"Select","name":"timeframe","placeholder":"Select timeframe","value":"1D","size":"small","items":["tf-1d","tf-1w","tf-1m","tf-ytd","tf-1y"]},
+{"id":"tf-1d","component":"SelectItem","value":"1D","label":"1 Day"},
+{"id":"tf-1w","component":"SelectItem","value":"1W","label":"1 Week"},
+{"id":"tf-1m","component":"SelectItem","value":"1M","label":"1 Month"},
+{"id":"tf-ytd","component":"SelectItem","value":"YTD","label":"Year to Date"},
+{"id":"tf-1y","component":"SelectItem","value":"1Y","label":"1 Year"},
+
+{"id":"tabs-main","component":"Tabs","items":["tab-positions","tab-risk","tab-market","tab-perf"]},
+
+{"id":"tab-positions","component":"TabItem","value":"positions","trigger":"Positions & Orders","content":["positions-table","exposure-card","watchlist-card","orders-card"]},
+{"id":"positions-table","component":"Table","columns":["pos-col-ticker","pos-col-size","pos-col-entry","pos-col-current"]},
+{"id":"pos-col-ticker","component":"Col","label":"Ticker","type":"string","data":["AAPL","MSFT","NVDA","TSLA","JPM","XOM"]},
+{"id":"pos-col-size","component":"Col","label":"Size","type":"number","data":[12000,8500,4200,3000,6000,9000]},
+{"id":"pos-col-entry","component":"Col","label":"Entry","type":"number","data":[178.4,402.1,610.8,238.5,192.3,108.7]},
+{"id":"pos-col-current","component":"Col","label":"Current","type":"number","data":[181.2,410.5,635.4,232.1,195.8,111.2]},
+
+{"id":"exposure-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["exposure-header","exposure-chart"]},
+{"id":"exposure-header","component":"CardHeader","title":"Exposure by Sector"},
+{"id":"exposure-chart","component":"PieChart","variant":"donut","labels":["Technology","Financials","Energy","Consumer","Healthcare"],"values":[42,21,15,13,9]},
+
+{"id":"watchlist-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["watchlist-header","watchlist-table"]},
+{"id":"watchlist-header","component":"CardHeader","title":"Watchlist"},
+{"id":"watchlist-table","component":"Table","columns":["wl-col-inst","wl-col-price"]},
+{"id":"wl-col-inst","component":"Col","label":"Instrument","type":"string","data":["AMZN","GOOGL","META","AMD","BTC-USD","EUR/USD"]},
+{"id":"wl-col-price","component":"Col","label":"Price","type":"number","data":[185.3,152.8,498.6,168.2,67420,1.087]},
+
+{"id":"orders-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["orders-header","orders-table"]},
+{"id":"orders-header","component":"CardHeader","title":"Working Orders"},
+{"id":"orders-table","component":"Table","columns":["ord-col-ticker","ord-col-side","ord-col-qty","ord-col-limit","ord-col-status"]},
+{"id":"ord-col-ticker","component":"Col","label":"Ticker","type":"string","data":["NVDA","JPM","AAPL","XOM"]},
+{"id":"ord-col-side","component":"Col","label":"Side","type":"string","data":["BUY","SELL","BUY","SELL"]},
+{"id":"ord-col-qty","component":"Col","label":"Qty","type":"number","data":[1000,2000,3000,1500]},
+{"id":"ord-col-limit","component":"Col","label":"Limit","type":"number","data":[630.0,196.5,180.0,110.5]},
+{"id":"ord-col-status","component":"Col","label":"Status","type":"string","data":["Working","Working","Partial","Working"]},
+
+{"id":"tab-risk","component":"TabItem","value":"risk","trigger":"Risk","content":["risk-summary","drawdown-card"]},
+{"id":"risk-summary","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["risk-var-card","risk-margin-card"]},
+{"id":"risk-var-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["risk-var-h","risk-var-t"]},
+{"id":"risk-var-h","component":"Heading","level":"h3","text":"Value at Risk"},
+{"id":"risk-var-t","component":"TextContent","text":"**$1.18M** at 95% confidence over a 1-day horizon (2.45% of portfolio). Stressed VaR: $2.05M."},
+{"id":"risk-margin-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["risk-margin-h","risk-margin-prog2"]},
+{"id":"risk-margin-h","component":"Heading","level":"h3","text":"Margin In Use"},
+{"id":"risk-margin-prog2","component":"Progress","value":58,"label":"$14.6M of $25.2M available (58%)"},
+
+{"id":"drawdown-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["drawdown-header","drawdown-chart"]},
+{"id":"drawdown-header","component":"CardHeader","title":"Drawdown — Past Year","subtitle":"Peak-to-trough decline (%)"},
+{"id":"drawdown-chart","component":"AreaChart","variant":"natural","labels":["Jul","Aug","Sep","Oct","Nov","Dec","Jan","Feb","Mar","Apr","May","Jun"],"series":["drawdown-series"],"xLabel":"Month","yLabel":"Drawdown %"},
+{"id":"drawdown-series","component":"Series","category":"Drawdown","values":[-2.1,-4.8,-3.2,-6.5,-5.1,-2.9,-1.8,-3.4,-7.2,-4.6,-2.3,-1.5]},
+
+{"id":"tab-market","component":"TabItem","value":"market","trigger":"Market","content":["movers-card","headlines-card","econ-card"]},
+{"id":"movers-card","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["gainers-card","losers-card"]},
+{"id":"gainers-card","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["gainers-header","gainers-table"]},
+{"id":"gainers-header","component":"CardHeader","title":"Top Gainers"},
+{"id":"gainers-table","component":"Table","columns":["gain-col-t","gain-col-chg"]},
+{"id":"gain-col-t","component":"Col","label":"Ticker","type":"string","data":["NVDA","AMD","META"]},
+{"id":"gain-col-chg","component":"Col","label":"Change %","type":"number","data":[4.02,3.15,2.68]},
+{"id":"losers-card","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["losers-header","losers-table"]},
+{"id":"losers-header","component":"CardHeader","title":"Top Losers"},
+{"id":"losers-table","component":"Table","columns":["lose-col-t","lose-col-chg"]},
+{"id":"lose-col-t","component":"Col","label":"Ticker","type":"string","data":["TSLA","XOM","BA"]},
+{"id":"lose-col-chg","component":"Col","label":"Change %","type":"number","data":[-2.68,-1.42,-1.05]},
+
+{"id":"headlines-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["headlines-header","hl-1","hl-2","hl-3"]},
+{"id":"headlines-header","component":"CardHeader","title":"Market Headlines"},
+{"id":"hl-1","component":"Card","variant":"clear","direction":"row","gap":"s","align":"center","children":["hl-1-txt","hl-1-tag"]},
+{"id":"hl-1-txt","component":"TextContent","weight":1,"text":"Fed signals patience on rate cuts as inflation cools"},
+{"id":"hl-1-tag","component":"Tag","text":"Positive","variant":"success","size":"sm"},
+{"id":"hl-2","component":"Card","variant":"clear","direction":"row","gap":"s","align":"center","children":["hl-2-txt","hl-2-tag"]},
+{"id":"hl-2-txt","component":"TextContent","weight":1,"text":"Chip demand surges on new AI datacenter orders"},
+{"id":"hl-2-tag","component":"Tag","text":"Positive","variant":"success","size":"sm"},
+{"id":"hl-3","component":"Card","variant":"clear","direction":"row","gap":"s","align":"center","children":["hl-3-txt","hl-3-tag"]},
+{"id":"hl-3-txt","component":"TextContent","weight":1,"text":"Oil slips as OPEC+ mulls output increase"},
+{"id":"hl-3-tag","component":"Tag","text":"Negative","variant":"danger","size":"sm"},
+
+{"id":"econ-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["econ-header","econ-table"]},
+{"id":"econ-header","component":"CardHeader","title":"Economic Releases This Week"},
+{"id":"econ-table","component":"Table","columns":["econ-col-day","econ-col-event","econ-col-fcst"]},
+{"id":"econ-col-day","component":"Col","label":"Day","type":"string","data":["Mon","Tue","Wed","Thu","Fri"]},
+{"id":"econ-col-event","component":"Col","label":"Event","type":"string","data":["ISM Manufacturing","JOLTS Openings","FOMC Minutes","Initial Jobless Claims","Nonfarm Payrolls"]},
+{"id":"econ-col-fcst","component":"Col","label":"Forecast","type":"string","data":["48.9","8.7M","—","215K","190K"]},
+
+{"id":"tab-perf","component":"TabItem","value":"perf","trigger":"Performance","content":["strat-card"]},
+{"id":"strat-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["strat-header","strat-chart"]},
+{"id":"strat-header","component":"CardHeader","title":"Strategy Return This Year (%)"},
+{"id":"strat-chart","component":"HorizontalBarChart","labels":["Momentum","Mean Reversion","Stat Arb","Macro","Vol Carry"],"series":["strat-series"],"xLabel":"Return %","yLabel":"Strategy"},
+{"id":"strat-series","component":"Series","category":"YTD Return","values":[14.2,8.6,11.3,-2.4,6.9]},
+
+{"id":"risk-limits-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["risk-limits-header","limit-1","limit-2","limit-3"]},
+{"id":"risk-limits-header","component":"CardHeader","title":"Risk Limits Near Breach"},
+{"id":"limit-1","component":"Alert","variant":"warning","title":"Tech Sector Concentration — 42% (limit 45%)","description":"Approaching single-sector exposure cap. Consider trimming NVDA / AAPL."},
+{"id":"limit-2","component":"Alert","variant":"destructive","title":"VaR Utilization — 94% of desk limit","description":"1-day VaR at $1.18M against a $1.25M ceiling. Reduce risk before adding positions."},
+{"id":"limit-3","component":"Alert","variant":"warning","title":"Margin Utilization — 58% (soft cap 60%)","description":"Margin headroom tightening. Monitor before large new orders."},
+
+{"id":"actions-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["order-form-card","rebalance-card"]},
+
+{"id":"order-form-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["order-form"]},
+{"id":"order-form","component":"Form","name":"placeOrder","buttons":"order-buttons","fields":["fc-ticker","fc-side","fc-qty"]},
+{"id":"fc-ticker","component":"FormControl","label":"Ticker","input":"order-ticker","hint":"Symbol to trade"},
+{"id":"order-ticker","component":"Input","name":"ticker","type":"text","placeholder":"e.g. AAPL"},
+{"id":"fc-side","component":"FormControl","label":"Side","input":"order-side"},
+{"id":"order-side","component":"Select","name":"side","placeholder":"Buy or Sell","items":["side-buy","side-sell"]},
+{"id":"side-buy","component":"SelectItem","value":"BUY","label":"Buy"},
+{"id":"side-sell","component":"SelectItem","value":"SELL","label":"Sell"},
+{"id":"fc-qty","component":"FormControl","label":"Quantity","input":"order-qty","hint":"Number of shares/contracts"},
+{"id":"order-qty","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 1000"},
+{"id":"order-buttons","component":"Buttons","buttons":["btn-submit-order","btn-clear-order"]},
+{"id":"btn-submit-order","component":"Button","label":"Place Order","variant":"primary","action":["submitOrder"]},
+{"id":"btn-clear-order","component":"Button","label":"Clear","variant":"tertiary","action":["clearOrder"]},
+
+{"id":"rebalance-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["rebalance-header","rebalance-txt","rebalance-buttons"]},
+{"id":"rebalance-header","component":"CardHeader","title":"Rebalance Portfolio"},
+{"id":"rebalance-txt","component":"TextContent","text":"Realign holdings to target weights and reduce sector concentration flagged above."},
+{"id":"rebalance-buttons","component":"Buttons","buttons":["btn-preview-rebal","btn-run-rebal"]},
+{"id":"btn-preview-rebal","component":"Button","label":"Preview Rebalance","variant":"secondary","action":["previewRebalance"]},
+{"id":"btn-run-rebal","component":"Button","label":"Run Rebalance","variant":"primary","action":["runRebalance"]}
+]}}
+]
+</a2ui-json>
+
+This workspace organizes everything into a scannable morning view:
+
+- **Top KPIs** — portfolio value (1), P&L today (2), VaR (5) and margin in use (9).
+- **Timeframe selector** (17) — switch the whole view's horizon.
+- **Positions & Orders tab** — positions table with ticker/size/entry/current (3), sector exposure donut (4), watchlist with prices (7) and working orders (8).
+- **Risk tab** — VaR and margin detail plus the past-year drawdown chart (13).
+- **Market tab** — biggest gainers & losers (6), headlines with sentiment tags (10) and this week's economic releases (11).
+- **Performance tab** — each strategy's YTD return (12).
+- **Risk limits near breach** (14) — alert banners for concentration, VaR and margin.
+- **Actions** — a rebalance panel (15) and an order ticket for ticker/side/quantity (16).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..b8814f133
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r2.txt
@@ -0,0 +1,154 @@
+Here's a comprehensive trading desk morning workspace covering all 17 items.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"desk","catalogId":"thesys.dev:c1-openui"}},
+{"version":"v0.9","updateComponents":{"surfaceId":"desk","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","tfCard","kpiRow","riskAlerts","mainTabs","actionsRow"]},
+
+{"id":"hdr","component":"CardHeader","title":"Morning Workspace — Trading Desk","subtitle":"Pre-market overview · updated 08:32 ET"},
+
+{"id":"tfCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["tfLabel","tfSelect"]},
+{"id":"tfLabel","component":"Label","text":"Timeframe"},
+{"id":"tfSelect","component":"Select","name":"timeframe","placeholder":"Select timeframe","value":"1D","items":["tf1D","tf1W","tf1M","tfYTD","tf1Y"]},
+{"id":"tf1D","component":"SelectItem","value":"1D","label":"Today (1D)"},
+{"id":"tf1W","component":"SelectItem","value":"1W","label":"This Week (1W)"},
+{"id":"tf1M","component":"SelectItem","value":"1M","label":"This Month (1M)"},
+{"id":"tfYTD","component":"SelectItem","value":"YTD","label":"Year to Date"},
+{"id":"tf1Y","component":"SelectItem","value":"1Y","label":"1 Year"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiPV","kpiPnL","kpiVaR","kpiMargin"]},
+
+{"id":"kpiPV","component":"Card","direction":"column","gap":"xs","children":["kpiPVh","kpiPVv","kpiPVs"]},
+{"id":"kpiPVh","component":"Label","text":"Portfolio Value"},
+{"id":"kpiPVv","component":"Heading","text":"$48,230,500","level":"h2"},
+{"id":"kpiPVs","component":"Badge","text":"+1.8% vs prior close","variant":"secondary"},
+
+{"id":"kpiPnL","component":"Card","direction":"column","gap":"xs","children":["kpiPnLh","kpiPnLv","kpiPnLs"]},
+{"id":"kpiPnLh","component":"Label","text":"P&L Today"},
+{"id":"kpiPnLv","component":"Heading","text":"+$862,140","level":"h2"},
+{"id":"kpiPnLs","component":"Tag","text":"+1.82%","variant":"success"},
+
+{"id":"kpiVaR","component":"Card","direction":"column","gap":"xs","children":["kpiVaRh","kpiVaRv","kpiVaRs"]},
+{"id":"kpiVaRh","component":"Label","text":"Value at Risk (95%, 1D)"},
+{"id":"kpiVaRv","component":"Heading","text":"$1,240,000","level":"h2"},
+{"id":"kpiVaRs","component":"Tag","text":"2.57% of book","variant":"warning"},
+
+{"id":"kpiMargin","component":"Card","direction":"column","gap":"xs","children":["kpiMh","kpiMv","kpiMp"]},
+{"id":"kpiMh","component":"Label","text":"Margin In Use"},
+{"id":"kpiMv","component":"Heading","text":"$12,400,000 / $20,000,000","level":"h4"},
+{"id":"kpiMp","component":"Progress","value":62,"label":"62% utilized"},
+
+{"id":"riskAlerts","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["raHead","raTech","raVaR","raSingle"]},
+{"id":"raHead","component":"Heading","text":"Risk Limits Near Breach","level":"h4"},
+{"id":"raTech","component":"Alert","variant":"destructive","title":"Tech Sector Exposure — 96% of limit","description":"38.4% allocation vs 40% cap. $640K of headroom remaining."},
+{"id":"raVaR","component":"Alert","variant":"warning","title":"VaR Utilization — 83% of limit","description":"1D VaR $1.24M against $1.5M soft cap."},
+{"id":"raSingle","component":"Alert","variant":"warning","title":"Single-Name Concentration — 88% of limit","description":"NVDA position at 8.8% vs 10% max single-name."},
+
+{"id":"mainTabs","component":"Tabs","items":["tabPos","tabMkt","tabRisk","tabPerf","tabNews"]},
+
+{"id":"tabPos","component":"TabItem","value":"positions","trigger":"Positions & Orders","content":["posTable","ordersHead","ordersTable"]},
+{"id":"posTable","component":"Table","columns":["pcTicker","pcSize","pcEntry","pcCurrent","pcPnL"]},
+{"id":"pcTicker","component":"Col","label":"Ticker","type":"string","data":["NVDA","AAPL","MSFT","JPM","XOM","TSLA"]},
+{"id":"pcSize","component":"Col","label":"Size","type":"number","data":[12000,25000,15000,18000,30000,8000]},
+{"id":"pcEntry","component":"Col","label":"Entry","type":"string","data":["$112.40","$188.10","$402.55","$196.30","$108.75","$232.10"]},
+{"id":"pcCurrent","component":"Col","label":"Current","type":"string","data":["$118.90","$191.25","$408.20","$194.80","$110.40","$244.60"]},
+{"id":"pcPnL","component":"Col","label":"Unrealized P&L","type":"string","data":["+$78,000","+$78,750","+$84,750","-$27,000","+$49,500","+$100,000"]},
+
+{"id":"ordersHead","component":"Heading","text":"Working Orders","level":"h4"},
+{"id":"ordersTable","component":"Table","columns":["ocTicker","ocSide","ocQty","ocLimit","ocStatus"]},
+{"id":"ocTicker","component":"Col","label":"Ticker","type":"string","data":["AMD","GOOGL","META","JPM"]},
+{"id":"ocSide","component":"Col","label":"Side","type":"string","data":["BUY","SELL","BUY","SELL"]},
+{"id":"ocQty","component":"Col","label":"Qty","type":"number","data":[5000,3000,2000,4000]},
+{"id":"ocLimit","component":"Col","label":"Limit","type":"string","data":["$164.50","$178.20","$602.00","$195.00"]},
+{"id":"ocStatus","component":"Col","label":"Status","type":"string","data":["Working","Partial","Working","Working"]},
+
+{"id":"tabMkt","component":"TabItem","value":"markets","trigger":"Markets","content":["expHead","expChart","gainHead","gainTable","lossHead","lossTable","watchHead","watchTable"]},
+{"id":"expHead","component":"Heading","text":"Exposure by Sector","level":"h4"},
+{"id":"expChart","component":"PieChart","variant":"donut","labels":["Technology","Financials","Energy","Consumer","Healthcare"],"values":[38.4,22.1,15.3,14.2,10.0]},
+{"id":"gainHead","component":"Heading","text":"Today's Biggest Gainers","level":"h4"},
+{"id":"gainTable","component":"Table","columns":["gT","gC"]},
+{"id":"gT","component":"Col","label":"Ticker","type":"string","data":["TSLA","NVDA","AMD","MSFT"]},
+{"id":"gC","component":"Col","label":"Change","type":"string","data":["+5.4%","+3.2%","+2.9%","+1.4%"]},
+{"id":"lossHead","component":"Heading","text":"Today's Biggest Losers","level":"h4"},
+{"id":"lossTable","component":"Table","columns":["lT","lC"]},
+{"id":"lT","component":"Col","label":"Ticker","type":"string","data":["JPM","XOM","BAC","CVX"]},
+{"id":"lC","component":"Col","label":"Change","type":"string","data":["-2.1%","-1.6%","-1.3%","-0.9%"]},
+{"id":"watchHead","component":"Heading","text":"Watchlist","level":"h4"},
+{"id":"watchTable","component":"Table","columns":["wT","wP","wCh"]},
+{"id":"wT","component":"Col","label":"Instrument","type":"string","data":["AMZN","GOOGL","META","NFLX","COIN"]},
+{"id":"wP","component":"Col","label":"Price","type":"string","data":["$184.20","$176.90","$598.40","$712.30","$248.60"]},
+{"id":"wCh","component":"Col","label":"Chg","type":"string","data":["+0.8%","-0.4%","+1.1%","+2.3%","-3.5%"]},
+
+{"id":"tabRisk","component":"TabItem","value":"risk","trigger":"Risk","content":["ddHead","ddChart","varNote"]},
+{"id":"ddHead","component":"Heading","text":"Drawdown — Past 12 Months","level":"h4"},
+{"id":"ddChart","component":"AreaChart","variant":"natural","labels":["Sep","Oct","Nov","Dec","Jan","Feb","Mar","Apr","May","Jun","Jul","Aug"],"series":["ddSeries"],"xLabel":"Month","yLabel":"Drawdown %"},
+{"id":"ddSeries","component":"Series","category":"Drawdown %","values":[0,-2.1,-5.4,-3.2,-1.1,-4.8,-8.6,-6.3,-2.9,-1.4,-3.1,-0.8]},
+{"id":"varNote","component":"TextCallout","variant":"info","title":"Value at Risk","description":"1-Day 95% parametric VaR: $1.24M · 99% VaR: $1.86M · Max drawdown over period: -8.6% (March)."},
+
+{"id":"tabPerf","component":"TabItem","value":"perf","trigger":"Strategies","content":["stratHead","stratChart","stratTable"]},
+{"id":"stratHead","component":"Heading","text":"Strategy Return This Year (YTD)","level":"h4"},
+{"id":"stratChart","component":"BarChart","labels":["Momentum","Mean Rev.","Stat Arb","Macro","Vol Carry"],"series":["stratSeries"],"xLabel":"Strategy","yLabel":"Return %"},
+{"id":"stratSeries","component":"Series","category":"YTD Return %","values":[18.4,7.2,11.9,-3.5,14.6]},
+{"id":"stratTable","component":"Table","columns":["sName","sRet","sSharpe"]},
+{"id":"sName","component":"Col","label":"Strategy","type":"string","data":["Momentum","Mean Reversion","Stat Arb","Macro","Vol Carry"]},
+{"id":"sRet","component":"Col","label":"YTD Return","type":"string","data":["+18.4%","+7.2%","+11.9%","-3.5%","+14.6%"]},
+{"id":"sSharpe","component":"Col","label":"Sharpe","type":"number","data":[1.9,1.1,1.6,0.4,2.1]},
+
+{"id":"tabNews","component":"TabItem","value":"news","trigger":"News & Calendar","content":["newsHead","newsList","econHead","econTable"]},
+{"id":"newsHead","component":"Heading","text":"Market Headlines","level":"h4"},
+{"id":"newsList","component":"Card","variant":"clear","direction":"column","gap":"s","children":["n1","n2","n3","n4"]},
+{"id":"n1","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["n1t","n1s"]},
+{"id":"n1t","component":"TextContent","text":"**Fed officials signal patience on rate cuts amid sticky inflation**","weight":3},
+{"id":"n1s","component":"Tag","text":"Bearish","variant":"danger"},
+{"id":"n2","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["n2t","n2s"]},
+{"id":"n2t","component":"TextContent","text":"**Nvidia unveils next-gen AI chips, orders exceed expectations**","weight":3},
+{"id":"n2s","component":"Tag","text":"Bullish","variant":"success"},
+{"id":"n3","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["n3t","n3s"]},
+{"id":"n3t","component":"TextContent","text":"**Oil steadies as OPEC+ holds output; demand outlook mixed**","weight":3},
+{"id":"n3s","component":"Tag","text":"Neutral","variant":"neutral"},
+{"id":"n4","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["n4t","n4s"]},
+{"id":"n4t","component":"TextContent","text":"**Big banks post strong trading revenue, credit costs rise**","weight":3},
+{"id":"n4s","component":"Tag","text":"Bullish","variant":"info"},
+
+{"id":"econHead","component":"Heading","text":"Economic Releases This Week","level":"h4"},
+{"id":"econTable","component":"Table","columns":["eDay","eEvent","eCons","eImp"]},
+{"id":"eDay","component":"Col","label":"Day","type":"string","data":["Mon","Tue","Wed","Thu","Fri"]},
+{"id":"eEvent","component":"Col","label":"Release","type":"string","data":["ISM Manufacturing","JOLTS Openings","FOMC Minutes","CPI (MoM)","Nonfarm Payrolls"]},
+{"id":"eCons","component":"Col","label":"Consensus","type":"string","data":["48.5","8.1M","—","0.3%","185K"]},
+{"id":"eImp","component":"Col","label":"Impact","type":"string","data":["Medium","Low","High","High","High"]},
+
+{"id":"actionsRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["orderForm","rebalCard"]},
+
+{"id":"orderForm","component":"Form","name":"placeOrder","weight":1,"buttons":"orderBtns","fields":["fcTicker","fcSide","fcQty"]},
+{"id":"fcTicker","component":"FormControl","label":"Ticker","input":"inTicker","hint":"Symbol to trade"},
+{"id":"inTicker","component":"Input","name":"ticker","type":"text","placeholder":"e.g. NVDA"},
+{"id":"fcSide","component":"FormControl","label":"Side","input":"inSide"},
+{"id":"inSide","component":"Select","name":"side","placeholder":"Buy or Sell","items":["sideBuy","sideSell"]},
+{"id":"sideBuy","component":"SelectItem","value":"buy","label":"Buy"},
+{"id":"sideSell","component":"SelectItem","value":"sell","label":"Sell"},
+{"id":"fcQty","component":"FormControl","label":"Quantity","input":"inQty","hint":"Number of shares"},
+{"id":"inQty","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 5000"},
+{"id":"orderBtns","component":"Buttons","buttons":["btnPlace"]},
+{"id":"btnPlace","component":"Button","label":"Place Order","variant":"primary","action":["submitOrder"]},
+
+{"id":"rebalCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["rbHead","rbText","rbBtns"]},
+{"id":"rbHead","component":"Heading","text":"Rebalance","level":"h4"},
+{"id":"rbText","component":"TextContent","text":"Trim Tech to target 34% and reduce single-name concentration to bring VaR under the soft cap.","size":"small"},
+{"id":"rbBtns","component":"Buttons","buttons":["btnRebalPrev","btnRebalRun"]},
+{"id":"btnRebalPrev","component":"Button","label":"Preview Changes","variant":"secondary","action":["previewRebalance"]},
+{"id":"btnRebalRun","component":"Button","label":"Run Rebalance","variant":"primary","action":["runRebalance"]}
+]}}
+]
+</a2ui-json>
+
+This workspace organizes everything into a scannable layout:
+
+- **Top KPIs**: portfolio value (1), P&L today (2), VaR (5), margin in use (9)
+- **Risk Limits Near Breach** (14): highlighted alerts up top
+- **Positions & Orders tab**: positions table (3) and working orders (8)
+- **Markets tab**: sector exposure donut (4), gainers/losers (6), watchlist with prices (7)
+- **Risk tab**: 12-month drawdown chart (13) plus VaR detail
+- **Strategies tab**: each strategy's YTD return (12)
+- **News & Calendar tab**: headlines with sentiment tags (10) and this week's economic releases (11)
+- **Bottom actions**: order ticket with ticker/side/quantity (16) and rebalance controls (15); timeframe selector (17) sits at the top for global control.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..d319459fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r3.txt
@@ -0,0 +1,173 @@
+Here's a comprehensive trading desk morning workspace covering all 17 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Morning Desk" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "timeframe", "kpiRow", "riskAlerts", "mainTabs", "actionsRow"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Trading Desk — Morning Workspace", "subtitle": "Live overview as of market open" },
+
+        { "id": "timeframe", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "children": ["tfLabel", "tfSelect"] },
+        { "id": "tfLabel", "component": "Label", "text": "Timeframe" },
+        { "id": "tfSelect", "component": "Select", "name": "timeframe", "value": "1D", "placeholder": "Select timeframe", "items": ["tf1D", "tf1W", "tf1M", "tfYTD", "tf1Y"] },
+        { "id": "tf1D", "component": "SelectItem", "value": "1D", "label": "1 Day" },
+        { "id": "tf1W", "component": "SelectItem", "value": "1W", "label": "1 Week" },
+        { "id": "tf1M", "component": "SelectItem", "value": "1M", "label": "1 Month" },
+        { "id": "tfYTD", "component": "SelectItem", "value": "YTD", "label": "Year to Date" },
+        { "id": "tf1Y", "component": "SelectItem", "value": "1Y", "label": "1 Year" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiPV", "kpiPnL", "kpiVaR", "kpiMargin"] },
+        { "id": "kpiPV", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiPVLabel", "kpiPVValue", "kpiPVBadge"] },
+        { "id": "kpiPVLabel", "component": "Label", "text": "Portfolio Value" },
+        { "id": "kpiPVValue", "component": "Heading", "text": "$48,250,700", "level": "h2" },
+        { "id": "kpiPVBadge", "component": "Badge", "text": "+0.82% today", "variant": "default" },
+
+        { "id": "kpiPnL", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiPnLLabel", "kpiPnLValue", "kpiPnLBadge"] },
+        { "id": "kpiPnLLabel", "component": "Label", "text": "P&L Today" },
+        { "id": "kpiPnLValue", "component": "Heading", "text": "+$392,140", "level": "h2" },
+        { "id": "kpiPnLBadge", "component": "Badge", "text": "Realized + Unrealized", "variant": "secondary" },
+
+        { "id": "kpiVaR", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiVaRLabel", "kpiVaRValue", "kpiVaRBadge"] },
+        { "id": "kpiVaRLabel", "component": "Label", "text": "Value at Risk (95%, 1D)" },
+        { "id": "kpiVaRValue", "component": "Heading", "text": "$1,180,000", "level": "h2" },
+        { "id": "kpiVaRBadge", "component": "Badge", "text": "2.45% of portfolio", "variant": "outline" },
+
+        { "id": "kpiMargin", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "children": ["kpiMarginLabel", "kpiMarginValue", "kpiMarginProg"] },
+        { "id": "kpiMarginLabel", "component": "Label", "text": "Margin in Use" },
+        { "id": "kpiMarginValue", "component": "Heading", "text": "$14,200,000", "level": "h2" },
+        { "id": "kpiMarginProg", "component": "Progress", "value": 62, "label": "62% of available margin" },
+
+        { "id": "riskAlerts", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["riskAlertHeader", "riskAlert1", "riskAlert2", "riskAlert3"] },
+        { "id": "riskAlertHeader", "component": "Heading", "text": "Risk Limits Near Breach", "level": "h4" },
+        { "id": "riskAlert1", "component": "Alert", "variant": "warning", "title": "Tech Sector Exposure — 92% of limit", "description": "Sector limit $18M, current exposure $16.6M. Approaching threshold." },
+        { "id": "riskAlert2", "component": "Alert", "variant": "destructive", "title": "Single-Name Concentration: NVDA — 98% of limit", "description": "Position notional $5.9M vs $6M cap. Immediate attention advised." },
+        { "id": "riskAlert3", "component": "Alert", "variant": "warning", "title": "Intraday VaR — 88% of limit", "description": "VaR $1.18M vs $1.35M limit. Monitor before adding risk." },
+
+        { "id": "mainTabs", "component": "Tabs", "items": ["tabPositions", "tabExposure", "tabMovers", "tabWatch", "tabOrders", "tabNews", "tabStrategies"] },
+
+        { "id": "tabPositions", "component": "TabItem", "value": "positions", "trigger": "Positions", "content": ["positionsTable"] },
+        { "id": "positionsTable", "component": "Table", "columns": ["posTicker", "posSize", "posEntry", "posCurrent", "posPnL"] },
+        { "id": "posTicker", "component": "Col", "label": "Ticker", "type": "string", "data": ["NVDA", "AAPL", "MSFT", "XOM", "JPM", "TSLA"] },
+        { "id": "posSize", "component": "Col", "label": "Size", "type": "number", "data": [5000, 8000, 6500, 12000, 9000, 4000] },
+        { "id": "posEntry", "component": "Col", "label": "Entry", "type": "number", "data": [850.20, 182.40, 405.10, 108.75, 192.30, 238.60] },
+        { "id": "posCurrent", "component": "Col", "label": "Current", "type": "number", "data": [878.50, 188.90, 412.30, 106.20, 198.10, 245.90] },
+        { "id": "posPnL", "component": "Col", "label": "Unrealized P&L", "type": "string", "data": ["+$141,500", "+$52,000", "+$46,800", "-$30,600", "+$52,200", "+$29,200"] },
+
+        { "id": "tabExposure", "component": "TabItem", "value": "exposure", "trigger": "Exposure", "content": ["exposureChart", "varSection"] },
+        { "id": "exposureChart", "component": "PieChart", "variant": "donut", "labels": ["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Industrials"], "values": [16600000, 9800000, 5100000, 4300000, 6800000, 5650000] },
+        { "id": "varSection", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["varLabel", "varValueTxt"] },
+        { "id": "varLabel", "component": "Label", "text": "Value at Risk Breakdown" },
+        { "id": "varValueTxt", "component": "TextContent", "text": "**Total VaR (95%, 1-day):** $1,180,000 — Technology contributes 46%, Financials 24%, Energy 15%, remainder diversified across other sectors.", "size": "default" },
+
+        { "id": "tabMovers", "component": "TabItem", "value": "movers", "trigger": "Gainers & Losers", "content": ["moversRow"] },
+        { "id": "moversRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["gainersCard", "losersCard"] },
+        { "id": "gainersCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["gainersHead", "gainersList"] },
+        { "id": "gainersHead", "component": "Heading", "text": "Top Gainers", "level": "h4" },
+        { "id": "gainersList", "component": "ListBlock", "variant": "number", "items": ["g1", "g2", "g3"] },
+        { "id": "g1", "component": "ListItem", "title": "NVDA", "subtitle": "+3.33%  ($878.50)" },
+        { "id": "g2", "component": "ListItem", "title": "TSLA", "subtitle": "+3.06%  ($245.90)" },
+        { "id": "g3", "component": "ListItem", "title": "JPM", "subtitle": "+3.02%  ($198.10)" },
+        { "id": "losersCard", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["losersHead", "losersList"] },
+        { "id": "losersHead", "component": "Heading", "text": "Top Losers", "level": "h4" },
+        { "id": "losersList", "component": "ListBlock", "variant": "number", "items": ["l1", "l2", "l3"] },
+        { "id": "l1", "component": "ListItem", "title": "XOM", "subtitle": "-2.34%  ($106.20)" },
+        { "id": "l2", "component": "ListItem", "title": "PFE", "subtitle": "-1.82%  ($27.10)" },
+        { "id": "l3", "component": "ListItem", "title": "BA", "subtitle": "-1.45%  ($178.40)" },
+
+        { "id": "tabWatch", "component": "TabItem", "value": "watch", "trigger": "Watchlist", "content": ["watchTable"] },
+        { "id": "watchTable", "component": "Table", "columns": ["watchTicker", "watchPrice", "watchChg"] },
+        { "id": "watchTicker", "component": "Col", "label": "Instrument", "type": "string", "data": ["AMD", "GOOGL", "META", "SPY", "GLD", "BTC-USD"] },
+        { "id": "watchPrice", "component": "Col", "label": "Price", "type": "number", "data": [162.40, 148.90, 502.30, 528.10, 214.60, 67420.00] },
+        { "id": "watchChg", "component": "Col", "label": "Change", "type": "string", "data": ["+1.2%", "+0.6%", "-0.4%", "+0.3%", "+0.8%", "+2.1%"] },
+
+        { "id": "tabOrders", "component": "TabItem", "value": "orders", "trigger": "Working Orders", "content": ["ordersTable"] },
+        { "id": "ordersTable", "component": "Table", "columns": ["ordId", "ordTicker", "ordSide", "ordQty", "ordType", "ordStatus"] },
+        { "id": "ordId", "component": "Col", "label": "Order ID", "type": "string", "data": ["#10412", "#10413", "#10414", "#10415"] },
+        { "id": "ordTicker", "component": "Col", "label": "Ticker", "type": "string", "data": ["AAPL", "AMD", "SPY", "MSFT"] },
+        { "id": "ordSide", "component": "Col", "label": "Side", "type": "string", "data": ["BUY", "SELL", "BUY", "SELL"] },
+        { "id": "ordQty", "component": "Col", "label": "Qty", "type": "number", "data": [2000, 1500, 500, 1000] },
+        { "id": "ordType", "component": "Col", "label": "Type", "type": "string", "data": ["Limit 187.00", "Limit 165.00", "Stop 522.00", "Limit 415.00"] },
+        { "id": "ordStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Working", "Working", "Working", "Partial"] },
+
+        { "id": "tabNews", "component": "TabItem", "value": "news", "trigger": "News & Calendar", "content": ["newsHead", "newsList", "calSep", "calHead", "calTable"] },
+        { "id": "newsHead", "component": "Heading", "text": "Market Headlines", "level": "h4" },
+        { "id": "newsList", "component": "ListBlock", "variant": "number", "items": ["n1", "n2", "n3", "n4"] },
+        { "id": "n1", "component": "ListItem", "title": "Fed signals patience on rate cuts amid sticky inflation", "subtitle": "Sentiment: Negative" },
+        { "id": "n2", "component": "ListItem", "title": "NVIDIA unveils next-gen AI accelerator, orders surge", "subtitle": "Sentiment: Positive" },
+        { "id": "n3", "component": "ListItem", "title": "Oil slips as OPEC+ weighs output increase", "subtitle": "Sentiment: Negative" },
+        { "id": "n4", "component": "ListItem", "title": "Bank earnings beat estimates on trading revenue", "subtitle": "Sentiment: Positive" },
+        { "id": "calSep", "component": "Separator", "orientation": "horizontal" },
+        { "id": "calHead", "component": "Heading", "text": "Economic Releases This Week", "level": "h4" },
+        { "id": "calTable", "component": "Table", "columns": ["calDay", "calEvent", "calFcst", "calImp"] },
+        { "id": "calDay", "component": "Col", "label": "Day", "type": "string", "data": ["Mon", "Tue", "Wed", "Thu", "Fri"] },
+        { "id": "calEvent", "component": "Col", "label": "Release", "type": "string", "data": ["ISM Manufacturing", "JOLTS Job Openings", "FOMC Minutes", "Initial Jobless Claims", "Non-Farm Payrolls"] },
+        { "id": "calFcst", "component": "Col", "label": "Forecast", "type": "string", "data": ["48.9", "8.7M", "—", "215K", "185K"] },
+        { "id": "calImp", "component": "Col", "label": "Impact", "type": "string", "data": ["Medium", "Medium", "High", "Low", "High"] },
+
+        { "id": "tabStrategies", "component": "TabItem", "value": "strategies", "trigger": "Performance", "content": ["stratHead", "stratChart", "ddSep", "ddHead", "ddChart"] },
+        { "id": "stratHead", "component": "Heading", "text": "Strategy Returns (YTD)", "level": "h4" },
+        { "id": "stratChart", "component": "BarChart", "labels": ["Momentum", "Mean Reversion", "Stat Arb", "Global Macro", "Options Vol"], "series": ["stratSeries"], "xLabel": "Strategy", "yLabel": "Return %" },
+        { "id": "stratSeries", "component": "Series", "category": "YTD Return %", "values": [18.4, 7.2, 11.9, -3.5, 22.1] },
+        { "id": "ddSep", "component": "Separator", "orientation": "horizontal" },
+        { "id": "ddHead", "component": "Heading", "text": "Drawdown — Past 12 Months", "level": "h4" },
+        { "id": "ddChart", "component": "AreaChart", "variant": "natural", "labels": ["Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar"], "series": ["ddSeries"], "xLabel": "Month", "yLabel": "Drawdown %" },
+        { "id": "ddSeries", "component": "Series", "category": "Drawdown %", "values": [-2.1, -4.5, -6.8, -3.2, -1.5, -8.4, -11.2, -6.1, -3.8, -2.0, -5.3, -1.9] },
+
+        { "id": "actionsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["orderDrawer", "rebalanceDialog"] },
+
+        { "id": "orderDrawer", "component": "DrawerBlock", "triggerLabel": "Place Order", "title": "New Order Ticket", "description": "Enter ticker, side and quantity", "content": ["orderForm"] },
+        { "id": "orderForm", "component": "Form", "name": "orderTicket", "buttons": "orderFormButtons", "fields": ["fcTicker", "fcSide", "fcQty"] },
+        { "id": "fcTicker", "component": "FormControl", "label": "Ticker", "input": "inTicker", "hint": "e.g. AAPL" },
+        { "id": "inTicker", "component": "Input", "name": "ticker", "type": "text", "placeholder": "Ticker symbol" },
+        { "id": "fcSide", "component": "FormControl", "label": "Side", "input": "inSide" },
+        { "id": "inSide", "component": "Select", "name": "side", "placeholder": "Buy or Sell", "items": ["sideBuy", "sideSell"] },
+        { "id": "sideBuy", "component": "SelectItem", "value": "buy", "label": "Buy" },
+        { "id": "sideSell", "component": "SelectItem", "value": "sell", "label": "Sell" },
+        { "id": "fcQty", "component": "FormControl", "label": "Quantity", "input": "inQty", "hint": "Number of shares/contracts" },
+        { "id": "inQty", "component": "Input", "name": "quantity", "type": "number", "placeholder": "0" },
+        { "id": "orderFormButtons", "component": "Buttons", "buttons": ["btnSubmitOrder"] },
+        { "id": "btnSubmitOrder", "component": "Button", "label": "Submit Order", "variant": "primary", "action": ["submitOrder"] },
+
+        { "id": "rebalanceDialog", "component": "DialogBlock", "triggerLabel": "Rebalance Portfolio", "triggerVariant": "secondary", "title": "Rebalance Portfolio", "description": "Adjust target sector weights and confirm.", "content": ["rebalText", "rebalSlider1", "rebalSlider2", "rebalButtons"] },
+        { "id": "rebalText", "component": "TextContent", "text": "Set target allocation weights. Trades will be generated to move current exposure toward these targets.", "size": "default" },
+        { "id": "rebalSlider1", "component": "Slider", "name": "techTarget", "variant": "discrete", "min": 0, "max": 50, "step": 1, "defaultValue": [34], "label": "Technology Target %" },
+        { "id": "rebalSlider2", "component": "Slider", "name": "finTarget", "variant": "discrete", "min": 0, "max": 50, "step": 1, "defaultValue": [20], "label": "Financials Target %" },
+        { "id": "rebalButtons", "component": "Buttons", "buttons": ["btnRebalance"] },
+        { "id": "btnRebalance", "component": "Button", "label": "Generate Rebalance Trades", "variant": "primary", "action": ["runRebalance"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 17 requirements:
+
+1. **Portfolio value** – top KPI card
+2. **P&L today** – KPI card
+3. **Positions** – Positions tab table (ticker, size, entry, current, P&L)
+4. **Exposure by sector** – Exposure tab donut chart
+5. **Value at risk** – KPI card + VaR breakdown in Exposure tab
+6. **Biggest gainers/losers** – Gainers & Losers tab
+7. **Watched instruments with price** – Watchlist tab
+8. **Working orders** – Working Orders tab
+9. **Margin in use** – KPI card with progress bar
+10. **Market headlines with sentiment** – News tab
+11. **Economic releases this week** – News tab calendar table
+12. **Strategy returns this year** – Performance tab bar chart
+13. **Drawdown past year** – Performance tab area chart
+14. **Risk limits near breach** – dedicated alerts section
+15. **Rebalance** – Rebalance dialog with target sliders
+16. **Place order** – Order drawer form (ticker, side, quantity)
+17. **Change timeframe** – timeframe selector near the top
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..bca8747ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-fund__r4.txt
@@ -0,0 +1,161 @@
+Here's a comprehensive morning trading workspace covering all requested items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E88E5", "agentDisplayName": "Trading Desk" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "kpiRow", "tf-row", "alertsCallout", "mainTabs", "followups"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Morning Workspace", "subtitle": "Global Macro Desk — Session Open" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiPV", "kpiPnL", "kpiVaR", "kpiMargin"] },
+        { "id": "kpiPV", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpiPV-l", "kpiPV-v", "kpiPV-b"] },
+        { "id": "kpiPV-l", "component": "TextContent", "text": "Portfolio Value", "size": "small-heavy" },
+        { "id": "kpiPV-v", "component": "Heading", "text": "$48,320,750", "level": "h3" },
+        { "id": "kpiPV-b", "component": "Badge", "text": "▲ 1.24% today", "variant": "secondary" },
+
+        { "id": "kpiPnL", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpiPnL-l", "kpiPnL-v", "kpiPnL-b"] },
+        { "id": "kpiPnL-l", "component": "TextContent", "text": "P&L Today", "size": "small-heavy" },
+        { "id": "kpiPnL-v", "component": "Heading", "text": "+$592,140", "level": "h3" },
+        { "id": "kpiPnL-b", "component": "Tag", "text": "Realized $210k / Unrealized $382k", "variant": "success", "size": "sm" },
+
+        { "id": "kpiVaR", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpiVaR-l", "kpiVaR-v", "kpiVaR-b"] },
+        { "id": "kpiVaR-l", "component": "TextContent", "text": "Value at Risk (1d, 95%)", "size": "small-heavy" },
+        { "id": "kpiVaR-v", "component": "Heading", "text": "$1,845,000", "level": "h3" },
+        { "id": "kpiVaR-b", "component": "Tag", "text": "3.8% of NAV", "variant": "warning", "size": "sm" },
+
+        { "id": "kpiMargin", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpiMargin-l", "kpiMargin-p", "kpiMargin-v"] },
+        { "id": "kpiMargin-l", "component": "TextContent", "text": "Margin In Use", "size": "small-heavy" },
+        { "id": "kpiMargin-p", "component": "Progress", "value": 62, "label": "$12.4M of $20M" },
+        { "id": "kpiMargin-v", "component": "TextContent", "text": "62% utilized — $7.6M available", "size": "small" },
+
+        { "id": "tf-row", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "center", "children": ["tf-label", "tf-select", "tf-refresh"] },
+        { "id": "tf-label", "component": "Label", "text": "Timeframe" },
+        { "id": "tf-select", "component": "Select", "name": "timeframe", "placeholder": "Select timeframe", "value": "1D", "size": "small", "items": ["tf-1d", "tf-1w", "tf-1m", "tf-ytd", "tf-1y"] },
+        { "id": "tf-1d", "component": "SelectItem", "value": "1D", "label": "Today (1D)" },
+        { "id": "tf-1w", "component": "SelectItem", "value": "1W", "label": "1 Week" },
+        { "id": "tf-1m", "component": "SelectItem", "value": "1M", "label": "1 Month" },
+        { "id": "tf-ytd", "component": "SelectItem", "value": "YTD", "label": "Year to Date" },
+        { "id": "tf-1y", "component": "SelectItem", "value": "1Y", "label": "1 Year" },
+        { "id": "tf-refresh", "component": "Button", "label": "Apply", "variant": "secondary", "size": "small", "action": ["applyTimeframe"] },
+
+        { "id": "alertsCallout", "component": "Callout", "variant": "warning", "title": "Risk Limits Near Breach", "description": "Tech sector exposure at 92% of limit • Single-name AAPL at 88% of limit • Overnight VaR at 95% of cap. Review before adding risk." },
+
+        { "id": "mainTabs", "component": "Tabs", "items": ["tab-positions", "tab-risk", "tab-orders", "tab-market", "tab-perf"] },
+
+        { "id": "tab-positions", "component": "TabItem", "value": "positions", "trigger": "Positions & Exposure", "content": ["posTable", "sep1", "sectorChart"] },
+        { "id": "posTable", "component": "Table", "columns": ["col-tkr", "col-size", "col-entry", "col-cur", "col-pnl"] },
+        { "id": "col-tkr", "component": "Col", "label": "Ticker", "type": "string", "data": ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XOM"] },
+        { "id": "col-size", "component": "Col", "label": "Size", "type": "number", "data": [12000, 8500, 4000, -3000, 15000, 20000] },
+        { "id": "col-entry", "component": "Col", "label": "Entry", "type": "number", "data": [182.4, 405.1, 118.2, 245.0, 195.3, 108.7] },
+        { "id": "col-cur", "component": "Col", "label": "Current", "type": "number", "data": [189.7, 418.6, 124.9, 238.4, 201.8, 112.3] },
+        { "id": "col-pnl", "component": "Col", "label": "Unrealized P&L", "type": "string", "data": ["+$87,600", "+$114,750", "+$26,800", "+$19,800", "+$97,500", "+$72,000"] },
+
+        { "id": "sep1", "component": "Separator", "orientation": "horizontal" },
+        { "id": "sectorChart", "component": "PieChart", "variant": "donut", "labels": ["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Cash"], "values": [38, 22, 15, 10, 9, 6] },
+
+        { "id": "tab-risk", "component": "TabItem", "value": "risk", "trigger": "Risk", "content": ["riskLimits", "sep2", "ddHeading", "ddChart"] },
+        { "id": "riskLimits", "component": "Table", "columns": ["rl-name", "rl-usage", "rl-status"] },
+        { "id": "rl-name", "component": "Col", "label": "Limit", "type": "string", "data": ["Tech Sector Exposure", "Single-Name AAPL", "Overnight VaR", "Gross Leverage", "Energy Sector"] },
+        { "id": "rl-usage", "component": "Col", "label": "Usage", "type": "string", "data": ["92%", "88%", "95%", "71%", "60%"] },
+        { "id": "rl-status", "component": "Col", "label": "Status", "type": "string", "data": ["NEAR BREACH", "NEAR BREACH", "NEAR BREACH", "OK", "OK"] },
+        { "id": "sep2", "component": "Separator", "orientation": "horizontal" },
+        { "id": "ddHeading", "component": "Heading", "text": "Drawdown — Trailing 12 Months", "level": "h4" },
+        { "id": "ddChart", "component": "AreaChart", "variant": "natural", "xLabel": "Month", "yLabel": "Drawdown %", "labels": ["Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May"], "series": ["dd-series"] },
+        { "id": "dd-series", "component": "Series", "category": "Drawdown", "values": [-1.2, -0.8, -3.5, -5.1, -4.2, -2.0, -0.5, -1.8, -6.3, -4.9, -2.1, -0.9] },
+
+        { "id": "tab-orders", "component": "TabItem", "value": "orders", "trigger": "Orders", "content": ["woHeading", "workingOrders", "sep3", "orderForm"] },
+        { "id": "woHeading", "component": "Heading", "text": "Working Orders", "level": "h4" },
+        { "id": "workingOrders", "component": "Table", "columns": ["wo-tkr", "wo-side", "wo-qty", "wo-px", "wo-status"] },
+        { "id": "wo-tkr", "component": "Col", "label": "Ticker", "type": "string", "data": ["NVDA", "GOOGL", "META", "CVX"] },
+        { "id": "wo-side", "component": "Col", "label": "Side", "type": "string", "data": ["BUY", "SELL", "BUY", "SELL"] },
+        { "id": "wo-qty", "component": "Col", "label": "Qty", "type": "number", "data": [2000, 1500, 3000, 5000] },
+        { "id": "wo-px", "component": "Col", "label": "Limit Px", "type": "number", "data": [123.5, 172.0, 498.2, 158.4] },
+        { "id": "wo-status", "component": "Col", "label": "Status", "type": "string", "data": ["Working", "Working", "Partial", "Working"] },
+        { "id": "sep3", "component": "Separator", "orientation": "horizontal" },
+        { "id": "orderForm", "component": "Form", "name": "placeOrder", "buttons": "orderBtns", "fields": ["fc-ticker", "fc-side", "fc-qty"] },
+        { "id": "fc-ticker", "component": "FormControl", "label": "Ticker", "input": "in-ticker", "hint": "Symbol to trade" },
+        { "id": "in-ticker", "component": "Input", "name": "ticker", "placeholder": "e.g. AAPL", "type": "text" },
+        { "id": "fc-side", "component": "FormControl", "label": "Side", "input": "in-side" },
+        { "id": "in-side", "component": "Select", "name": "side", "placeholder": "Buy or Sell", "items": ["side-buy", "side-sell"] },
+        { "id": "side-buy", "component": "SelectItem", "value": "buy", "label": "Buy" },
+        { "id": "side-sell", "component": "SelectItem", "value": "sell", "label": "Sell" },
+        { "id": "fc-qty", "component": "FormControl", "label": "Quantity", "input": "in-qty", "hint": "Number of shares" },
+        { "id": "in-qty", "component": "Input", "name": "quantity", "placeholder": "e.g. 1000", "type": "number" },
+        { "id": "orderBtns", "component": "Buttons", "direction": "row", "buttons": ["btn-submit-order", "btn-rebalance"] },
+        { "id": "btn-submit-order", "component": "Button", "label": "Place Order", "variant": "primary", "action": ["submitOrder"] },
+        { "id": "btn-rebalance", "component": "Button", "label": "Rebalance Portfolio", "variant": "secondary", "action": ["openRebalance"] },
+
+        { "id": "tab-market", "component": "TabItem", "value": "market", "trigger": "Market", "content": ["gainLoseRow", "sep4", "watchHeading", "watchTable", "sep5", "newsHeading", "newsList", "sep6", "econHeading", "econTable"] },
+        { "id": "gainLoseRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["gainersCard", "losersCard"] },
+        { "id": "gainersCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["gainersH", "gainersTags"] },
+        { "id": "gainersH", "component": "TextContent", "text": "Top Gainers", "size": "small-heavy" },
+        { "id": "gainersTags", "component": "TagBlock", "tags": ["NVDA +5.7%", "AMD +4.9%", "MSFT +3.3%", "AAPL +4.0%"] },
+        { "id": "losersCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["losersH", "losersTags"] },
+        { "id": "losersH", "component": "TextContent", "text": "Top Losers", "size": "small-heavy" },
+        { "id": "losersTags", "component": "TagBlock", "tags": ["TSLA -2.7%", "PYPL -3.1%", "INTC -2.4%", "DIS -1.9%"] },
+        { "id": "sep4", "component": "Separator", "orientation": "horizontal" },
+        { "id": "watchHeading", "component": "Heading", "text": "Watchlist", "level": "h4" },
+        { "id": "watchTable", "component": "Table", "columns": ["wl-tkr", "wl-px", "wl-chg"] },
+        { "id": "wl-tkr", "component": "Col", "label": "Instrument", "type": "string", "data": ["SPY", "QQQ", "BTC-USD", "GLD", "US10Y", "EURUSD"] },
+        { "id": "wl-px", "component": "Col", "label": "Price", "type": "number", "data": [531.4, 458.2, 67420.0, 214.6, 4.28, 1.084] },
+        { "id": "wl-chg", "component": "Col", "label": "Chg %", "type": "string", "data": ["+0.6%", "+0.9%", "+2.1%", "-0.3%", "+0.04", "-0.2%"] },
+        { "id": "sep5", "component": "Separator", "orientation": "horizontal" },
+        { "id": "newsHeading", "component": "Heading", "text": "Market Headlines", "level": "h4" },
+        { "id": "newsList", "component": "ListBlock", "variant": "number", "items": ["news1", "news2", "news3", "news4"] },
+        { "id": "news1", "component": "ListItem", "title": "Fed signals patience on rate cuts amid sticky inflation", "subtitle": "Sentiment: Bearish" },
+        { "id": "news2", "component": "ListItem", "title": "NVIDIA guidance beats on data-center demand", "subtitle": "Sentiment: Bullish" },
+        { "id": "news3", "component": "ListItem", "title": "Oil steadies as OPEC+ holds output", "subtitle": "Sentiment: Neutral" },
+        { "id": "news4", "component": "ListItem", "title": "Strong jobs report lifts yields", "subtitle": "Sentiment: Bullish" },
+        { "id": "sep6", "component": "Separator", "orientation": "horizontal" },
+        { "id": "econHeading", "component": "Heading", "text": "Economic Releases This Week", "level": "h4" },
+        { "id": "econTable", "component": "Table", "columns": ["ec-day", "ec-event", "ec-cons"] },
+        { "id": "ec-day", "component": "Col", "label": "Day", "type": "string", "data": ["Mon", "Tue", "Wed", "Thu", "Fri"] },
+        { "id": "ec-event", "component": "Col", "label": "Event", "type": "string", "data": ["ISM Manufacturing", "JOLTS Openings", "FOMC Minutes", "Initial Jobless Claims", "Nonfarm Payrolls"] },
+        { "id": "ec-cons", "component": "Col", "label": "Consensus", "type": "string", "data": ["48.9", "8.7M", "—", "215K", "+185K"] },
+
+        { "id": "tab-perf", "component": "TabItem", "value": "perf", "trigger": "Strategies", "content": ["stratHeading", "stratChart"] },
+        { "id": "stratHeading", "component": "Heading", "text": "Strategy Returns — YTD", "level": "h4" },
+        { "id": "stratChart", "component": "HorizontalBarChart", "xLabel": "Return %", "yLabel": "Strategy", "labels": ["Global Macro", "Long/Short Equity", "Stat Arb", "Volatility", "Credit"], "series": ["strat-series"] },
+        { "id": "strat-series", "component": "Series", "category": "YTD Return", "values": [14.2, 9.8, 6.4, -2.1, 4.7] },
+
+        { "id": "followups", "component": "FollowUpBlock", "items": ["fu1", "fu2", "fu3"] },
+        { "id": "fu1", "component": "FollowUpItem", "text": "Show detailed VaR breakdown by strategy" },
+        { "id": "fu2", "component": "FollowUpItem", "text": "Suggest hedges to reduce tech exposure" },
+        { "id": "fu3", "component": "FollowUpItem", "text": "Draft a rebalance to target weights" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Portfolio value** – top KPI card
+2. **P&L today** – KPI card with realized/unrealized split
+3. **Positions** – Positions table (ticker, size, entry, current, unrealized P&L)
+4. **Exposure by sector** – donut chart
+5. **Value at Risk** – KPI card
+6. **Gainers & losers** – Market tab tag blocks
+7. **Watched instruments with price** – Watchlist table
+8. **Working orders** – Orders tab table
+9. **Margin in use** – KPI card with progress bar
+10. **Headlines with sentiment** – numbered news list
+11. **Economic releases this week** – Market tab table
+12. **Strategy returns this year** – horizontal bar chart
+13. **Drawdown past year** – area chart
+14. **Risk limits near breach** – warning callout + Risk tab table
+15. **Rebalance** – "Rebalance Portfolio" button
+16. **Place order (ticker/side/qty)** – order form
+17. **Change timeframe** – timeframe selector with Apply
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..bb80ef68f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r1.txt
@@ -0,0 +1,148 @@
+Here's a comprehensive live-ops dashboard covering all 16 requirements.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "liveops-room",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": { "primaryColor": "#7C3AED", "agentDisplayName": "Live-Ops Room" }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "liveops-room",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "kpiRow", "actionsBar", "midRow", "chartsRow", "opsTabs", "expTabs"] },
+
+      { "id": "header", "component": "CardHeader", "title": "Live-Ops Command Center", "subtitle": "Real-time studio health · updated live" },
+
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiOnline", "kpiDau", "kpiMau", "kpiRevToday", "kpiArpu", "kpiInflation"] },
+
+      { "id": "kpiOnline", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiOnlineLabel", "kpiOnlineVal", "kpiOnlineTag"] },
+      { "id": "kpiOnlineLabel", "component": "TextContent", "text": "Players Online Now", "size": "small" },
+      { "id": "kpiOnlineVal", "component": "Heading", "text": "48,213", "level": "h2" },
+      { "id": "kpiOnlineTag", "component": "Tag", "text": "+3.2% vs 1h ago", "variant": "success", "size": "sm" },
+
+      { "id": "kpiDau", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiDauLabel", "kpiDauVal"] },
+      { "id": "kpiDauLabel", "component": "TextContent", "text": "Daily Active Players (DAU)", "size": "small" },
+      { "id": "kpiDauVal", "component": "Heading", "text": "612,450", "level": "h2" },
+
+      { "id": "kpiMau", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiMauLabel", "kpiMauVal"] },
+      { "id": "kpiMauLabel", "component": "TextContent", "text": "Monthly Active Players (MAU)", "size": "small" },
+      { "id": "kpiMauVal", "component": "Heading", "text": "8.94M", "level": "h2" },
+
+      { "id": "kpiRevToday", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiRevLabel", "kpiRevVal", "kpiRevTag"] },
+      { "id": "kpiRevLabel", "component": "TextContent", "text": "Revenue Today", "size": "small" },
+      { "id": "kpiRevVal", "component": "Heading", "text": "$284,910", "level": "h2" },
+      { "id": "kpiRevTag", "component": "Tag", "text": "+11% vs yesterday", "variant": "success", "size": "sm" },
+
+      { "id": "kpiArpu", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiArpuLabel", "kpiArpuVal"] },
+      { "id": "kpiArpuLabel", "component": "TextContent", "text": "Revenue Per User (ARPU)", "size": "small" },
+      { "id": "kpiArpuVal", "component": "Heading", "text": "$0.465", "level": "h2" },
+
+      { "id": "kpiInflation", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpiInflLabel", "kpiInflVal", "kpiInflTag"] },
+      { "id": "kpiInflLabel", "component": "TextContent", "text": "In-Game Currency Inflation", "size": "small" },
+      { "id": "kpiInflVal", "component": "Heading", "text": "+4.7% / mo", "level": "h2" },
+      { "id": "kpiInflTag", "component": "Tag", "text": "Watch: soft cap drift", "variant": "warning", "size": "sm" },
+
+      { "id": "actionsBar", "component": "Buttons", "direction": "row", "buttons": ["btnPatch", "btnFocus", "btnHotfix"] },
+      { "id": "btnPatch", "component": "DrawerBlock", "triggerLabel": "Draft Patch Notes", "title": "Draft Patch Notes", "description": "Compose release notes for the next build.", "content": ["patchForm"] },
+      { "id": "btnFocus", "component": "DialogBlock", "triggerLabel": "Focus on a Region", "title": "Focus Region", "description": "Isolate dashboards to a single server region.", "content": ["focusForm"] },
+      { "id": "btnHotfix", "component": "AlertDialogBlock", "triggerLabel": "Ship Hotfix", "title": "Ship Hotfix to Production?", "description": "This deploys the current hotfix build to all live regions immediately. This action cannot be undone.", "confirmLabel": "Ship Now", "cancelLabel": "Cancel", "triggerVariant": "destructive" },
+
+      { "id": "patchForm", "component": "Form", "name": "patchNotes", "buttons": "patchBtns", "fields": ["fcVersion", "fcTitle", "fcBody"] },
+      { "id": "fcVersion", "component": "FormControl", "label": "Version", "input": "inVersion", "hint": "e.g. 2.14.1" },
+      { "id": "inVersion", "component": "Input", "name": "version", "placeholder": "2.14.1", "type": "text" },
+      { "id": "fcTitle", "component": "FormControl", "label": "Headline", "input": "inTitle" },
+      { "id": "inTitle", "component": "Input", "name": "title", "placeholder": "Winter Update", "type": "text" },
+      { "id": "fcBody", "component": "FormControl", "label": "Notes", "input": "inBody", "hint": "Markdown supported" },
+      { "id": "inBody", "component": "TextArea", "name": "body", "placeholder": "- Fixed crash on region swap\n- Balanced boss loot tables", "rows": 6 },
+      { "id": "patchBtns", "component": "Buttons", "buttons": ["patchSave"] },
+      { "id": "patchSave", "component": "Button", "label": "Save Draft", "variant": "primary", "action": [] },
+
+      { "id": "focusForm", "component": "Form", "name": "focusRegion", "buttons": "focusBtns", "fields": ["fcRegion"] },
+      { "id": "fcRegion", "component": "FormControl", "label": "Region", "input": "selRegion" },
+      { "id": "selRegion", "component": "Select", "name": "region", "placeholder": "Choose region", "items": ["optNA", "optEU", "optAPAC", "optSA"] },
+      { "id": "optNA", "component": "SelectItem", "value": "na", "label": "North America" },
+      { "id": "optEU", "component": "SelectItem", "value": "eu", "label": "Europe" },
+      { "id": "optAPAC", "component": "SelectItem", "value": "apac", "label": "Asia-Pacific" },
+      { "id": "optSA", "component": "SelectItem", "value": "sa", "label": "South America" },
+      { "id": "focusBtns", "component": "Buttons", "buttons": ["focusApply"] },
+      { "id": "focusApply", "component": "Button", "label": "Apply Focus", "variant": "primary", "action": [] },
+
+      { "id": "midRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["regionCard", "topItemsCard"] },
+
+      { "id": "regionCard", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "s", "children": ["regionHdr", "regionTable"] },
+      { "id": "regionHdr", "component": "CardHeader", "title": "Server Regions & Health" },
+      { "id": "regionTable", "component": "Table", "columns": ["colRegion", "colRegionLoad", "colRegionHealth"] },
+      { "id": "colRegion", "component": "Col", "label": "Region", "type": "string", "data": ["NA-East", "NA-West", "EU-Central", "APAC-Tokyo", "SA-SaoPaulo"] },
+      { "id": "colRegionLoad", "component": "Col", "label": "Load %", "type": "number", "data": [72, 64, 81, 90, 55] },
+      { "id": "colRegionHealth", "component": "Col", "label": "Health", "type": "string", "data": ["Healthy", "Healthy", "Degraded", "Critical", "Healthy"] },
+
+      { "id": "topItemsCard", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "s", "children": ["topItemsHdr", "topItemsTable"] },
+      { "id": "topItemsHdr", "component": "CardHeader", "title": "Best-Selling Items", "subtitle": "Units sold today" },
+      { "id": "topItemsTable", "component": "Table", "columns": ["colItem", "colUnits"] },
+      { "id": "colItem", "component": "Col", "label": "Item", "type": "string", "data": ["Dragon Skin Bundle", "Season Pass", "500 Gems", "Mythic Weapon Chest", "XP Booster (7d)"] },
+      { "id": "colUnits", "component": "Col", "label": "Units", "type": "number", "data": [14280, 9840, 8125, 6410, 5320] },
+
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["sessionCard", "crashCard"] },
+
+      { "id": "sessionCard", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "s", "children": ["sessionHdr", "sessionChart"] },
+      { "id": "sessionHdr", "component": "CardHeader", "title": "Session Length (Past 2 Weeks)", "subtitle": "Average minutes per session" },
+      { "id": "sessionChart", "component": "LineChart", "variant": "natural", "xLabel": "Day", "yLabel": "Minutes", "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"], "series": ["sessionSeries"] },
+      { "id": "sessionSeries", "component": "Series", "category": "Avg Session (min)", "values": [24, 26, 25, 27, 29, 33, 35, 31, 28, 30, 32, 34, 36, 38] },
+
+      { "id": "crashCard", "component": "Card", "variant": "card", "weight": 1, "direction": "column", "gap": "s", "children": ["crashHdr", "crashChart"] },
+      { "id": "crashHdr", "component": "CardHeader", "title": "Crash Rate by App Version", "subtitle": "% of sessions crashing" },
+      { "id": "crashChart", "component": "BarChart", "variant": "grouped", "xLabel": "Version", "yLabel": "Crash %", "labels": ["2.12.0","2.13.0","2.13.2","2.14.0","2.14.1"], "series": ["crashSeries"] },
+      { "id": "crashSeries", "component": "Series", "category": "Crash %", "values": [1.8, 1.2, 0.9, 2.4, 0.6] },
+
+      { "id": "opsTabs", "component": "Tabs", "items": ["tabEvents", "tabReports", "tabAppeals"] },
+
+      { "id": "tabEvents", "component": "TabItem", "value": "events", "trigger": "Live Events", "content": ["eventsTable"] },
+      { "id": "eventsTable", "component": "Table", "columns": ["colEvent", "colEventStatus", "colEventWindow"] },
+      { "id": "colEvent", "component": "Col", "label": "Event", "type": "string", "data": ["Frost Festival", "Double XP Weekend", "Ranked Season 9", "Founders Sale", "Boss Rush"] },
+      { "id": "colEventStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Running", "Running", "Upcoming", "Upcoming", "Running"] },
+      { "id": "colEventWindow", "component": "Col", "label": "Window", "type": "string", "data": ["Ends in 3d", "Ends in 12h", "Starts in 2d", "Starts in 5d", "Ends in 1d"] },
+
+      { "id": "tabReports", "component": "TabItem", "value": "reports", "trigger": "Player Reports", "content": ["reportsAlert", "reportsProgress"] },
+      { "id": "reportsAlert", "component": "Alert", "title": "1,284 Player Reports Awaiting Review", "description": "Queue growing at ~45/hr. Oldest report is 6h old.", "variant": "warning" },
+      { "id": "reportsProgress", "component": "Progress", "value": 62, "label": "Moderation queue cleared: 62%" },
+
+      { "id": "tabAppeals", "component": "TabItem", "value": "appeals", "trigger": "Ban Appeals", "content": ["appealsAlert", "appealsProgress"] },
+      { "id": "appealsAlert", "component": "Alert", "title": "317 Ban Appeals Awaiting Review", "description": "SLA target is 48h. 22 appeals are past SLA.", "variant": "destructive" },
+      { "id": "appealsProgress", "component": "Progress", "value": 41, "label": "Appeals resolved: 41%" },
+
+      { "id": "expTabs", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["expHdr", "expInner"] },
+      { "id": "expHdr", "component": "CardHeader", "title": "Running Experiments", "subtitle": "Two active A/B tests" },
+      { "id": "expInner", "component": "Tabs", "items": ["exp1", "exp2"] },
+
+      { "id": "exp1", "component": "TabItem", "value": "exp1", "trigger": "Onboarding Flow v2", "content": ["exp1Text", "exp1Chart"] },
+      { "id": "exp1Text", "component": "TextContent", "text": "**Hypothesis:** Streamlined tutorial improves D1 retention. **Result:** Variant B wins with statistical significance (p=0.01).", "size": "default" },
+      { "id": "exp1Chart", "component": "BarChart", "variant": "grouped", "xLabel": "Metric", "yLabel": "%", "labels": ["D1 Retention", "Tutorial Complete", "First Purchase"], "series": ["exp1Control", "exp1Variant"] },
+      { "id": "exp1Control", "component": "Series", "category": "Control (A)", "values": [38, 71, 4.1] },
+      { "id": "exp1Variant", "component": "Series", "category": "Variant (B)", "values": [46, 84, 5.3] },
+
+      { "id": "exp2", "component": "TabItem", "value": "exp2", "trigger": "Store Layout Test", "content": ["exp2Text", "exp2Chart"] },
+      { "id": "exp2Text", "component": "TextContent", "text": "**Hypothesis:** Grid store layout raises conversion. **Result:** No significant difference yet (p=0.19), still collecting data.", "size": "default" },
+      { "id": "exp2Chart", "component": "BarChart", "variant": "grouped", "xLabel": "Metric", "yLabel": "%", "labels": ["Conversion", "AOV Index", "Bounce"], "series": ["exp2Control", "exp2Variant"] },
+      { "id": "exp2Control", "component": "Series", "category": "Control (List)", "values": [6.2, 100, 34] },
+      { "id": "exp2Variant", "component": "Series", "category": "Variant (Grid)", "values": [6.5, 103, 33] }
+    ]
+  }
+}
+</a2ui-json>
+
+This single screen covers everything requested:
+
+- **KPI strip** — players online now (1), DAU & MAU (2), revenue today (3), ARPU (4), and currency inflation (12).
+- **Action bar** — draft patch notes drawer (14), focus-on-region dialog (15), and a guarded "Ship Hotfix" confirm dialog (16).
+- **Mid row** — server regions with health status (7) and best-selling items with units (6).
+- **Charts row** — 2-week session length trend (5) and crash rate by app version (8).
+- **Ops tabs** — live/upcoming events (9), player reports queue (10), and ban appeals queue (11).
+- **Experiments panel** — results for both running A/B tests (13).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..adce9c453
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r2.txt
@@ -0,0 +1,160 @@
+Here's a comprehensive live-ops dashboard covering all 16 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#7C3AED", "agentDisplayName": "Live-Ops Control" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-room",
+      "components": [
+        { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["hdr", "kpiRow", "actionsRow", "midTabs", "opsRow", "modRow", "econRow", "expRow"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Live-Ops Room", "subtitle": "Real-time studio telemetry & controls" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kOnline", "kDau", "kMau", "kRev", "kArpu"] },
+
+        { "id": "kOnline", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kOnlineT", "kOnlineV", "kOnlineB"] },
+        { "id": "kOnlineT", "component": "Label", "text": "Players Online Now" },
+        { "id": "kOnlineV", "component": "Heading", "text": "48,213", "level": "h2" },
+        { "id": "kOnlineB", "component": "Badge", "text": "▲ 3.2% vs 1h ago", "variant": "secondary" },
+
+        { "id": "kDau", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kDauT", "kDauV", "kMauV"] },
+        { "id": "kDauT", "component": "Label", "text": "Active Players (DAU / MAU)" },
+        { "id": "kDauV", "component": "Heading", "text": "612,004 DAU", "level": "h3" },
+        { "id": "kMauV", "component": "TextContent", "text": "**8,940,551** MAU", "size": "default" },
+
+        { "id": "kMau", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kMauT", "kStickyV", "kStickyB"] },
+        { "id": "kMauT", "component": "Label", "text": "Stickiness (DAU/MAU)" },
+        { "id": "kStickyV", "component": "Heading", "text": "6.8%", "level": "h2" },
+        { "id": "kStickyB", "component": "Badge", "text": "Healthy", "variant": "outline" },
+
+        { "id": "kRev", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kRevT", "kRevV", "kRevB"] },
+        { "id": "kRevT", "component": "Label", "text": "Revenue Today" },
+        { "id": "kRevV", "component": "Heading", "text": "$284,910", "level": "h2" },
+        { "id": "kRevB", "component": "Badge", "text": "▲ 11% vs yesterday", "variant": "secondary" },
+
+        { "id": "kArpu", "component": "Card", "variant": "card", "direction": "column", "gap": "xs", "weight": 1, "children": ["kArpuT", "kArpuV", "kArppuV"] },
+        { "id": "kArpuT", "component": "Label", "text": "Revenue Per User" },
+        { "id": "kArpuV", "component": "Heading", "text": "$0.47 ARPU", "level": "h3" },
+        { "id": "kArppuV", "component": "TextContent", "text": "**$6.12** ARPPU", "size": "default" },
+
+        { "id": "actionsRow", "component": "Card", "variant": "sunk", "direction": "row", "gap": "m", "align": "center", "wrap": true, "children": ["actLabel", "actBtns"] },
+        { "id": "actLabel", "component": "TextContent", "text": "**Quick Actions:**", "size": "default" },
+        { "id": "actBtns", "component": "Buttons", "direction": "row", "buttons": ["btnPatch", "btnRegion", "btnHotfix"] },
+        { "id": "btnPatch", "component": "DialogBlock", "triggerLabel": "Draft Patch Notes", "title": "Draft Patch Notes", "description": "Compose release notes for the next build.", "content": ["patchForm"], "triggerVariant": "secondary" },
+        { "id": "btnRegion", "component": "DrawerBlock", "triggerLabel": "Focus on Region", "title": "Region Focus", "description": "Select a single region to drill into.", "content": ["regionFocus"] },
+        { "id": "btnHotfix", "component": "AlertDialogBlock", "triggerLabel": "Ship Hotfix", "title": "Ship Hotfix to Production?", "description": "This deploys the staged hotfix build to all live servers immediately. This action cannot be undone.", "confirmLabel": "Deploy Now", "cancelLabel": "Cancel", "triggerVariant": "destructive" },
+
+        { "id": "patchForm", "component": "Form", "name": "patchNotes", "buttons": "patchFormBtns", "fields": ["fcVersion", "fcNotes"] },
+        { "id": "fcVersion", "component": "FormControl", "label": "Target Version", "input": "inVersion", "hint": "e.g. 4.2.1" },
+        { "id": "inVersion", "component": "Input", "name": "version", "placeholder": "4.2.1", "type": "text" },
+        { "id": "fcNotes", "component": "FormControl", "label": "Patch Notes", "input": "inNotes" },
+        { "id": "inNotes", "component": "TextArea", "name": "notes", "placeholder": "- Fixed crash on region select\n- Balanced boss HP...", "rows": 6 },
+        { "id": "patchFormBtns", "component": "Buttons", "buttons": ["patchSave"] },
+        { "id": "patchSave", "component": "Button", "label": "Save Draft", "variant": "primary", "action": [] },
+
+        { "id": "regionFocus", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["regSelect", "regSlider", "regApply"] },
+        { "id": "regSelect", "component": "Select", "name": "focusRegion", "placeholder": "Choose region", "items": ["rgNA", "rgEU", "rgAPAC", "rgSA"] },
+        { "id": "rgNA", "component": "SelectItem", "value": "na", "label": "North America" },
+        { "id": "rgEU", "component": "SelectItem", "value": "eu", "label": "Europe" },
+        { "id": "rgAPAC", "component": "SelectItem", "value": "apac", "label": "Asia-Pacific" },
+        { "id": "rgSA", "component": "SelectItem", "value": "sa", "label": "South America" },
+        { "id": "regSlider", "component": "Slider", "name": "timeWindow", "variant": "discrete", "min": 1, "max": 24, "step": 1, "defaultValue": [6], "label": "Time window (hours)" },
+        { "id": "regApply", "component": "Button", "label": "Apply Focus", "variant": "primary", "action": [] },
+
+        { "id": "midTabs", "component": "Tabs", "items": ["tabSessions", "tabItems", "tabCrash"] },
+
+        { "id": "tabSessions", "component": "TabItem", "value": "sessions", "trigger": "Session Length (14d)", "content": ["sessChart"] },
+        { "id": "sessChart", "component": "LineChart", "variant": "natural", "xLabel": "Day", "yLabel": "Avg minutes", "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"], "series": ["sessSeries"] },
+        { "id": "sessSeries", "component": "Series", "category": "Avg Session (min)", "values": [22.4, 23.1, 21.8, 24.0, 25.2, 27.6, 28.1, 24.9, 23.7, 22.9, 24.4, 26.0, 27.3, 28.8] },
+
+        { "id": "tabItems", "component": "TabItem", "value": "items", "trigger": "Best-Selling Items", "content": ["itemsTable"] },
+        { "id": "itemsTable", "component": "Table", "columns": ["colItem", "colUnits", "colRev"] },
+        { "id": "colItem", "component": "Col", "label": "Item", "type": "string", "data": ["Season Pass 12", "Dragonscale Skin", "500 Gem Pack", "Starter Bundle", "Nightfall Emote"] },
+        { "id": "colUnits", "component": "Col", "label": "Units", "type": "number", "data": [18420, 12903, 11250, 9870, 7640] },
+        { "id": "colRev", "component": "Col", "label": "Revenue", "type": "string", "data": ["$92,100", "$64,515", "$56,250", "$29,610", "$15,280"] },
+
+        { "id": "tabCrash", "component": "TabItem", "value": "crash", "trigger": "Crash Rate by Version", "content": ["crashChart"] },
+        { "id": "crashChart", "component": "BarChart", "variant": "grouped", "xLabel": "App Version", "yLabel": "Crash %", "labels": ["4.0.0","4.1.0","4.1.2","4.2.0-rc"], "series": ["crashSeries"] },
+        { "id": "crashSeries", "component": "Series", "category": "Crash rate %", "values": [0.42, 0.31, 0.19, 0.88] },
+
+        { "id": "opsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["regionsCard", "eventsCard"] },
+
+        { "id": "regionsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["regHdr", "regTable"] },
+        { "id": "regHdr", "component": "CardHeader", "title": "Server Regions", "subtitle": "Health status per region" },
+        { "id": "regTable", "component": "Table", "columns": ["colReg", "colPing", "colStatus"] },
+        { "id": "colReg", "component": "Col", "label": "Region", "type": "string", "data": ["North America", "Europe", "Asia-Pacific", "South America"] },
+        { "id": "colPing", "component": "Col", "label": "Avg Ping", "type": "string", "data": ["38ms", "42ms", "61ms", "88ms"] },
+        { "id": "colStatus", "component": "Col", "label": "Health", "type": "string", "data": ["Healthy", "Healthy", "Degraded", "Down"] },
+
+        { "id": "eventsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["evHdr", "evList"] },
+        { "id": "evHdr", "component": "CardHeader", "title": "Live Events", "subtitle": "Running & upcoming" },
+        { "id": "evList", "component": "ListBlock", "variant": "number", "items": ["ev1", "ev2", "ev3", "ev4"] },
+        { "id": "ev1", "component": "ListItem", "title": "Summer Clash (LIVE)", "subtitle": "Ends in 2d 4h · 210k participants" },
+        { "id": "ev2", "component": "ListItem", "title": "Double XP Weekend (LIVE)", "subtitle": "Ends in 18h" },
+        { "id": "ev3", "component": "ListItem", "title": "Autumn Tournament", "subtitle": "Upcoming · starts in 5d" },
+        { "id": "ev4", "component": "ListItem", "title": "Anniversary Bash", "subtitle": "Upcoming · starts in 12d" },
+
+        { "id": "modRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["reportsCard", "appealsCard"] },
+
+        { "id": "reportsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["repHdr", "repV", "repProg"] },
+        { "id": "repHdr", "component": "CardHeader", "title": "Player Reports", "subtitle": "Awaiting review" },
+        { "id": "repV", "component": "Heading", "text": "1,347 pending", "level": "h3" },
+        { "id": "repProg", "component": "Progress", "value": 68, "label": "68% of daily queue cleared" },
+
+        { "id": "appealsCard", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["apHdr", "apV", "apProg"] },
+        { "id": "apHdr", "component": "CardHeader", "title": "Ban Appeals", "subtitle": "Awaiting review" },
+        { "id": "apV", "component": "Heading", "text": "212 pending", "level": "h3" },
+        { "id": "apProg", "component": "Progress", "value": 41, "label": "41% of appeals reviewed" },
+
+        { "id": "econRow", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "children": ["econHdr", "econChart", "econNote"] },
+        { "id": "econHdr", "component": "CardHeader", "title": "In-Game Currency Inflation", "subtitle": "Gold price index over 14 days" },
+        { "id": "econChart", "component": "AreaChart", "variant": "natural", "xLabel": "Day", "yLabel": "Price index", "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"], "series": ["econSeries"] },
+        { "id": "econSeries", "component": "Series", "category": "Gold Price Index", "values": [100, 101, 103, 104, 106, 105, 108, 111, 113, 112, 115, 118, 121, 124] },
+        { "id": "econNote", "component": "Callout", "variant": "warning", "title": "Inflation trending up", "description": "+24% over two weeks. Consider a gold sink event to stabilize the economy." },
+
+        { "id": "expRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["exp1Card", "exp2Card"] },
+
+        { "id": "exp1Card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["exp1Hdr", "exp1Chart", "exp1Tag"] },
+        { "id": "exp1Hdr", "component": "CardHeader", "title": "Experiment A: Onboarding Flow", "subtitle": "Day-1 retention" },
+        { "id": "exp1Chart", "component": "BarChart", "variant": "grouped", "xLabel": "Variant", "yLabel": "Retention %", "labels": ["Control","Variant B"], "series": ["exp1Series"] },
+        { "id": "exp1Series", "component": "Series", "category": "D1 Retention %", "values": [41.2, 47.8] },
+        { "id": "exp1Tag", "component": "Tag", "text": "Variant B winning +6.6pts", "variant": "success", "size": "md" },
+
+        { "id": "exp2Card", "component": "Card", "variant": "card", "direction": "column", "gap": "s", "weight": 1, "children": ["exp2Hdr", "exp2Chart", "exp2Tag"] },
+        { "id": "exp2Hdr", "component": "CardHeader", "title": "Experiment B: Store Layout", "subtitle": "Conversion rate" },
+        { "id": "exp2Chart", "component": "BarChart", "variant": "grouped", "xLabel": "Variant", "yLabel": "Conversion %", "labels": ["Control","Variant B"], "series": ["exp2Series"] },
+        { "id": "exp2Series", "component": "Series", "category": "Conversion %", "values": [3.4, 3.2] },
+        { "id": "exp2Tag", "component": "Tag", "text": "No significant lift", "variant": "neutral", "size": "md" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every item:
+
+1. **Players online** — top KPI card (48,213 live)
+2. **DAU/MAU** — active players KPI plus stickiness
+3. **Revenue today** — $284,910 KPI
+4. **Revenue per user** — ARPU/ARPPU KPI
+5. **Session length (14d)** — line chart in the tabs
+6. **Best-selling items + units** — table in the tabs
+7. **Server regions + health** — regions table
+8. **Crash rate by version** — bar chart in the tabs
+9. **Live events (running/upcoming)** — events list
+10. **Player reports awaiting review** — moderation card
+11. **Ban appeals awaiting review** — moderation card
+12. **Currency inflation** — area chart with a warning callout
+13. **Two experiments** — side-by-side result cards
+14. **Draft patch notes** — dialog with a form
+15. **Focus on a region** — drawer with region selector
+16. **Ship a hotfix** — confirm/cancel alert dialog
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..c7dd5d0eb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r3.txt
@@ -0,0 +1,129 @@
+Here's a comprehensive live-ops dashboard covering all 16 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"liveops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C4DFF","agentDisplayName":"Live-Ops Room"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"liveops","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","kpiRow","midRow","chartsRow","opsTabs","actionsCard"]},
+
+{"id":"hdr","component":"CardHeader","title":"🎮 Live-Ops Room","subtitle":"Real-time studio operations dashboard"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiOnline","kpiDau","kpiMau","kpiRevToday","kpiArpu"]},
+
+{"id":"kpiOnline","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiOnlineLbl","kpiOnlineVal","kpiOnlineTag"]},
+{"id":"kpiOnlineLbl","component":"TextContent","text":"Players Online Now","size":"small"},
+{"id":"kpiOnlineVal","component":"Heading","text":"48,217","level":"h2"},
+{"id":"kpiOnlineTag","component":"Tag","text":"▲ live","variant":"success","size":"sm"},
+
+{"id":"kpiDau","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiDauLbl","kpiDauVal","kpiDauTag"]},
+{"id":"kpiDauLbl","component":"TextContent","text":"Daily Active (DAU)","size":"small"},
+{"id":"kpiDauVal","component":"Heading","text":"312,540","level":"h2"},
+{"id":"kpiDauTag","component":"Tag","text":"▲ 4.2%","variant":"success","size":"sm"},
+
+{"id":"kpiMau","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiMauLbl","kpiMauVal","kpiMauTag"]},
+{"id":"kpiMauLbl","component":"TextContent","text":"Monthly Active (MAU)","size":"small"},
+{"id":"kpiMauVal","component":"Heading","text":"5.86M","level":"h2"},
+{"id":"kpiMauTag","component":"Tag","text":"▲ 1.8%","variant":"info","size":"sm"},
+
+{"id":"kpiRevToday","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiRevLbl","kpiRevVal","kpiRevTag"]},
+{"id":"kpiRevLbl","component":"TextContent","text":"Revenue Today","size":"small"},
+{"id":"kpiRevVal","component":"Heading","text":"$184,920","level":"h2"},
+{"id":"kpiRevTag","component":"Tag","text":"▲ 6.7%","variant":"success","size":"sm"},
+
+{"id":"kpiArpu","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiArpuLbl","kpiArpuVal","kpiArpuTag"]},
+{"id":"kpiArpuLbl","component":"TextContent","text":"Revenue / User (ARPU)","size":"small"},
+{"id":"kpiArpuVal","component":"Heading","text":"$0.59","level":"h2"},
+{"id":"kpiArpuTag","component":"Tag","text":"ARPPU $8.14","variant":"neutral","size":"sm"},
+
+{"id":"midRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["sessionCard","bestSellCard"]},
+
+{"id":"sessionCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["sessionHdr","sessionChart"]},
+{"id":"sessionHdr","component":"CardHeader","title":"Avg Session Length","subtitle":"Past 14 days (minutes)"},
+{"id":"sessionChart","component":"LineChart","xLabel":"Day","yLabel":"Minutes","variant":"natural","labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["sessionSeries"]},
+{"id":"sessionSeries","component":"Series","category":"Minutes","values":[27,29,28,31,30,33,35,34,32,36,38,37,39,41]},
+
+{"id":"bestSellCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["bestSellHdr","bestSellChart"]},
+{"id":"bestSellHdr","component":"CardHeader","title":"Best-Selling Items","subtitle":"Units sold today"},
+{"id":"bestSellChart","component":"HorizontalBarChart","xLabel":"Units","yLabel":"Item","labels":["Neon Skin Pack","Battle Pass S7","500 Gem Bundle","Legendary Blade","XP Booster 24h"],"series":["bestSellSeries"]},
+{"id":"bestSellSeries","component":"Series","category":"Units","values":[8420,6310,5980,4120,3760]},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["crashCard","inflationCard"]},
+
+{"id":"crashCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["crashHdr","crashChart"]},
+{"id":"crashHdr","component":"CardHeader","title":"Crash Rate by App Version","subtitle":"% of sessions crashing"},
+{"id":"crashChart","component":"BarChart","xLabel":"Version","yLabel":"Crash %","variant":"grouped","labels":["v4.1.0","v4.1.1","v4.2.0","v4.2.1","v4.3.0"],"series":["crashSeries"]},
+{"id":"crashSeries","component":"Series","category":"Crash %","values":[0.9,0.7,1.4,0.5,2.1]},
+
+{"id":"inflationCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["inflationHdr","inflationChart","inflationNote"]},
+{"id":"inflationHdr","component":"CardHeader","title":"In-Game Currency Inflation","subtitle":"Avg Gold price index (past 14 days)"},
+{"id":"inflationChart","component":"AreaChart","xLabel":"Day","yLabel":"Index","variant":"natural","labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["inflationSeries"]},
+{"id":"inflationSeries","component":"Series","category":"Price Index","values":[100,101,103,102,105,108,107,110,113,112,116,119,121,124]},
+{"id":"inflationNote","component":"TextCallout","variant":"warning","title":"+24% over 14 days","description":"Gold sink adjustments recommended before next event drop."},
+
+{"id":"opsTabs","component":"Tabs","items":["tabRegions","tabEvents","tabModeration","tabExperiments"]},
+
+{"id":"tabRegions","component":"TabItem","value":"regions","trigger":"Server Regions","content":["regionsTable"]},
+{"id":"regionsTable","component":"Table","columns":["rgnCol","rgnPing","rgnLoad","rgnHealth"]},
+{"id":"rgnCol","component":"Col","label":"Region","type":"string","data":["NA-East","NA-West","EU-Central","Asia-Pacific","South America"]},
+{"id":"rgnPing","component":"Col","label":"Avg Ping (ms)","type":"number","data":[24,31,28,46,72]},
+{"id":"rgnLoad","component":"Col","label":"Load %","type":"number","data":[61,54,73,88,42]},
+{"id":"rgnHealth","component":"Col","label":"Health","type":"string","data":["Healthy","Healthy","Elevated","Degraded","Healthy"]},
+
+{"id":"tabEvents","component":"TabItem","value":"events","trigger":"Live Events","content":["eventsRunning","eventsUpcoming"]},
+{"id":"eventsRunning","component":"ListBlock","variant":"number","items":["evR1","evR2"]},
+{"id":"evR1","component":"ListItem","title":"Summer Blitz Tournament — RUNNING","subtitle":"Ends in 2d 4h · 214k participants"},
+{"id":"evR2","component":"ListItem","title":"Double XP Weekend — RUNNING","subtitle":"Ends in 18h · +38% engagement"},
+{"id":"eventsUpcoming","component":"ListBlock","variant":"number","items":["evU1","evU2"]},
+{"id":"evU1","component":"ListItem","title":"Haunted Harbor (Seasonal) — UPCOMING","subtitle":"Starts in 5d · asset bundle ready"},
+{"id":"evU2","component":"ListItem","title":"Founders Sale — UPCOMING","subtitle":"Starts in 9d · pricing pending review"},
+
+{"id":"tabModeration","component":"TabItem","value":"moderation","trigger":"Moderation Queue","content":["modReports","modAppeals"]},
+{"id":"modReports","component":"Callout","variant":"warning","title":"1,284 Player Reports Awaiting Review","description":"342 flagged as high-priority (cheating / toxicity). Oldest pending: 3h 12m."},
+{"id":"modAppeals","component":"Callout","variant":"info","title":"96 Ban Appeals Awaiting Review","description":"11 escalated to senior mods. Avg turnaround this week: 14h."},
+
+{"id":"tabExperiments","component":"TabItem","value":"experiments","trigger":"Experiments","content":["expCard1","expCard2"]},
+{"id":"expCard1","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["exp1Hdr","exp1Body","exp1Prog"]},
+{"id":"exp1Hdr","component":"CardHeader","title":"Exp A — New Onboarding Flow","subtitle":"Variant B vs Control"},
+{"id":"exp1Body","component":"TextContent","text":"**D1 Retention:** Control 41.2% → Variant B **46.8%** (+5.6pp). Statistically significant (p=0.02).","size":"default"},
+{"id":"exp1Prog","component":"Progress","value":78,"label":"Sample size: 78% of target"},
+{"id":"expCard2","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["exp2Hdr","exp2Body","exp2Prog"]},
+{"id":"exp2Hdr","component":"CardHeader","title":"Exp B — Store Bundle Pricing","subtitle":"$9.99 vs $12.99 tiers"},
+{"id":"exp2Body","component":"TextContent","text":"**Conversion:** $9.99 3.8% vs $12.99 3.1%. **Revenue/user** favors $12.99 (+9%). Not yet significant (p=0.11).","size":"default"},
+{"id":"exp2Prog","component":"Progress","value":54,"label":"Sample size: 54% of target"},
+
+{"id":"actionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["actionsHdr","actionsRow"]},
+{"id":"actionsHdr","component":"CardHeader","title":"Operator Actions","subtitle":"Draft, focus, and ship"},
+{"id":"actionsRow","component":"Buttons","direction":"row","buttons":["patchNotesBtn","focusRegionBtn","hotfixBtn"]},
+{"id":"patchNotesBtn","component":"DrawerBlock","triggerLabel":"📝 Draft Patch Notes","title":"Draft Patch Notes","description":"Compose notes for the next release.","content":["patchForm"]},
+{"id":"patchForm","component":"Form","name":"patchNotes","buttons":"patchFormBtns","fields":["patchVerCtl","patchBodyCtl"]},
+{"id":"patchVerCtl","component":"FormControl","label":"Version","input":"patchVerInput","hint":"e.g. v4.3.1"},
+{"id":"patchVerInput","component":"Input","name":"version","type":"text","placeholder":"v4.3.1"},
+{"id":"patchBodyCtl","component":"FormControl","label":"Notes","input":"patchBodyInput","hint":"Markdown supported"},
+{"id":"patchBodyInput","component":"TextArea","name":"body","rows":8,"placeholder":"- Fixed crash on v4.3.0 login\n- Adjusted Gold sinks\n- Balance tweaks..."},
+{"id":"patchFormBtns","component":"Buttons","buttons":["patchSaveBtn"]},
+{"id":"patchSaveBtn","component":"Button","label":"Save Draft","variant":"primary","action":["savePatchNotes"]},
+
+{"id":"focusRegionBtn","component":"DialogBlock","triggerLabel":"🎯 Focus a Region","title":"Focus on One Region","description":"Drill down into a single server region.","triggerVariant":"secondary","content":["focusForm"]},
+{"id":"focusForm","component":"Form","name":"focusRegion","buttons":"focusFormBtns","fields":["focusSelCtl"]},
+{"id":"focusSelCtl","component":"FormControl","label":"Region","input":"focusSelect","hint":"Dashboard will scope to this region"},
+{"id":"focusSelect","component":"Select","name":"region","placeholder":"Select region","items":["fs1","fs2","fs3","fs4","fs5"]},
+{"id":"fs1","component":"SelectItem","value":"na-east","label":"NA-East"},
+{"id":"fs2","component":"SelectItem","value":"na-west","label":"NA-West"},
+{"id":"fs3","component":"SelectItem","value":"eu-central","label":"EU-Central"},
+{"id":"fs4","component":"SelectItem","value":"asia-pacific","label":"Asia-Pacific (Degraded)"},
+{"id":"fs5","component":"SelectItem","value":"south-america","label":"South America"},
+{"id":"focusFormBtns","component":"Buttons","buttons":["focusApplyBtn"]},
+{"id":"focusApplyBtn","component":"Button","label":"Apply Focus","variant":"primary","action":["focusRegion"]},
+
+{"id":"hotfixBtn","component":"AlertDialogBlock","triggerLabel":"🚀 Ship Hotfix","title":"Ship Hotfix to Production?","description":"This deploys the current hotfix build to all live regions immediately. Crash rate on v4.3.0 is elevated (2.1%). Confirm to proceed.","confirmLabel":"Ship Now","cancelLabel":"Cancel","triggerVariant":"destructive"}
+]}}
+]
+</a2ui-json>
+
+This single screen covers every numbered item:
+
+1. **Players online now** & 2. **DAU/MAU** & 3. **Revenue today** & 4. **ARPU** — top KPI row.
+5. **Session length (2 weeks)** — line chart. 6. **Best-selling items + units** — horizontal bar chart.
+7. **Region health** — Regions table. 8. **Crash rate by version** — bar chart. 12. **Currency inflation** — area chart with warning.
+9. **Live events (running/upcoming)** — Events tab. 10. **Player reports** & 11. **Ban appeals** — Moderation tab. 13. **Experiment results** — Experiments tab.
+14. **Draft patch notes** — drawer form. 15. **Focus one region** — dialog with region selector. 16. **Ship a hotfix** — confirm/cancel alert dialog.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..eaa3e0f60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-game__r4.txt
@@ -0,0 +1,153 @@
+Here's a comprehensive live-ops dashboard covering all 16 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#7C3AED", "agentDisplayName": "Live-Ops" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-room",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "kpis", "row-charts", "row-ops", "row-mod", "row-econ", "actions"] },
+
+        { "id": "hdr", "component": "CardHeader", "title": "Live-Ops Command Center", "subtitle": "Real-time operations for Skybound Online" },
+
+        { "id": "kpis", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpi-online", "kpi-dau", "kpi-mau", "kpi-rev", "kpi-arpu"] },
+
+        { "id": "kpi-online", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpi-online-l", "kpi-online-v", "kpi-online-tag"] },
+        { "id": "kpi-online-l", "component": "TextContent", "text": "Players Online Now", "size": "small" },
+        { "id": "kpi-online-v", "component": "Heading", "text": "48,213", "level": "h2" },
+        { "id": "kpi-online-tag", "component": "Tag", "text": "Live", "variant": "success", "size": "sm" },
+
+        { "id": "kpi-dau", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpi-dau-l", "kpi-dau-v"] },
+        { "id": "kpi-dau-l", "component": "TextContent", "text": "Daily Active (DAU)", "size": "small" },
+        { "id": "kpi-dau-v", "component": "Heading", "text": "312,004", "level": "h2" },
+
+        { "id": "kpi-mau", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpi-mau-l", "kpi-mau-v"] },
+        { "id": "kpi-mau-l", "component": "TextContent", "text": "Monthly Active (MAU)", "size": "small" },
+        { "id": "kpi-mau-v", "component": "Heading", "text": "4.28M", "level": "h2" },
+
+        { "id": "kpi-rev", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpi-rev-l", "kpi-rev-v"] },
+        { "id": "kpi-rev-l", "component": "TextContent", "text": "Revenue Today", "size": "small" },
+        { "id": "kpi-rev-v", "component": "Heading", "text": "$186,430", "level": "h2" },
+
+        { "id": "kpi-arpu", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["kpi-arpu-l", "kpi-arpu-v"] },
+        { "id": "kpi-arpu-l", "component": "TextContent", "text": "Revenue / User (ARPU)", "size": "small" },
+        { "id": "kpi-arpu-v", "component": "Heading", "text": "$0.60", "level": "h2" },
+
+        { "id": "row-charts", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["sess-card", "crash-card"] },
+
+        { "id": "sess-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["sess-h", "sess-chart"] },
+        { "id": "sess-h", "component": "CardHeader", "title": "Avg Session Length", "subtitle": "Past 14 days (minutes)" },
+        { "id": "sess-chart", "component": "LineChart", "variant": "natural", "xLabel": "Day", "yLabel": "Minutes",
+          "labels": ["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],
+          "series": ["sess-series"] },
+        { "id": "sess-series", "component": "Series", "category": "Minutes", "values": [24,26,25,28,27,30,32,29,31,33,30,34,35,33] },
+
+        { "id": "crash-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["crash-h", "crash-chart"] },
+        { "id": "crash-h", "component": "CardHeader", "title": "Crash Rate by App Version", "subtitle": "% of sessions" },
+        { "id": "crash-chart", "component": "BarChart", "variant": "grouped", "xLabel": "Version", "yLabel": "Crash %",
+          "labels": ["v3.1.0","v3.1.1","v3.2.0","v3.2.1","v3.3.0"],
+          "series": ["crash-series"] },
+        { "id": "crash-series", "component": "Series", "category": "Crash %", "values": [1.9,1.2,0.8,2.4,0.6] },
+
+        { "id": "row-ops", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["items-card", "regions-card"] },
+
+        { "id": "items-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["items-h", "items-table"] },
+        { "id": "items-h", "component": "CardHeader", "title": "Best-Selling Items", "subtitle": "Units sold today" },
+        { "id": "items-table", "component": "Table", "columns": ["items-col-name", "items-col-units"] },
+        { "id": "items-col-name", "component": "Col", "label": "Item", "type": "string", "data": ["Dragon Skin Bundle","Season Pass Gold","Gem Pack 500","Mystery Crate","Emote: Victory"] },
+        { "id": "items-col-units", "component": "Col", "label": "Units", "type": "number", "data": [8420, 6110, 5340, 4890, 3120] },
+
+        { "id": "regions-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["regions-h", "regions-list"] },
+        { "id": "regions-h", "component": "CardHeader", "title": "Server Regions & Health" },
+        { "id": "regions-list", "component": "ListBlock", "variant": "number", "items": ["reg-na", "reg-eu", "reg-asia", "reg-sa"] },
+        { "id": "reg-na", "component": "ListItem", "title": "NA-East — Healthy", "subtitle": "Latency 38ms · Load 62%", "actionLabel": "Focus" },
+        { "id": "reg-eu", "component": "ListItem", "title": "EU-West — Healthy", "subtitle": "Latency 45ms · Load 71%", "actionLabel": "Focus" },
+        { "id": "reg-asia", "component": "ListItem", "title": "Asia-Pacific — Degraded", "subtitle": "Latency 118ms · Load 89%", "actionLabel": "Focus" },
+        { "id": "reg-sa", "component": "ListItem", "title": "SA-East — Healthy", "subtitle": "Latency 52ms · Load 44%", "actionLabel": "Focus" },
+
+        { "id": "row-mod", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["events-card", "mod-card"] },
+
+        { "id": "events-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["events-h", "events-steps"] },
+        { "id": "events-h", "component": "CardHeader", "title": "Live Events", "subtitle": "Running & upcoming" },
+        { "id": "events-steps", "component": "Steps", "items": ["ev-1", "ev-2", "ev-3"] },
+        { "id": "ev-1", "component": "StepsItem", "title": "Summer Festival (LIVE)", "details": "Ends in 2d 4h · 71% participation" },
+        { "id": "ev-2", "component": "StepsItem", "title": "Double XP Weekend (LIVE)", "details": "Ends in 1d 9h" },
+        { "id": "ev-3", "component": "StepsItem", "title": "Guild Wars Season 5 (Upcoming)", "details": "Starts in 3d 12h" },
+
+        { "id": "mod-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["mod-h", "mod-reports", "mod-appeals"] },
+        { "id": "mod-h", "component": "CardHeader", "title": "Moderation Queue" },
+        { "id": "mod-reports", "component": "Card", "variant": "sunk", "direction": "row", "justify": "between", "align": "center", "children": ["mod-reports-t", "mod-reports-b"] },
+        { "id": "mod-reports-t", "component": "TextContent", "text": "Player Reports Awaiting Review", "size": "default" },
+        { "id": "mod-reports-b", "component": "Badge", "text": "247", "variant": "destructive" },
+        { "id": "mod-appeals", "component": "Card", "variant": "sunk", "direction": "row", "justify": "between", "align": "center", "children": ["mod-appeals-t", "mod-appeals-b"] },
+        { "id": "mod-appeals-t", "component": "TextContent", "text": "Ban Appeals Awaiting Review", "size": "default" },
+        { "id": "mod-appeals-b", "component": "Badge", "text": "63", "variant": "secondary" },
+
+        { "id": "row-econ", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["infl-card", "exp-card"] },
+
+        { "id": "infl-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["infl-h", "infl-chart", "infl-note"] },
+        { "id": "infl-h", "component": "CardHeader", "title": "In-Game Currency Inflation", "subtitle": "Avg gold price index, 8 weeks" },
+        { "id": "infl-chart", "component": "AreaChart", "variant": "natural", "xLabel": "Week", "yLabel": "Index",
+          "labels": ["W1","W2","W3","W4","W5","W6","W7","W8"],
+          "series": ["infl-series"] },
+        { "id": "infl-series", "component": "Series", "category": "Price Index", "values": [100,102,104,107,109,113,118,124] },
+        { "id": "infl-note", "component": "Callout", "variant": "warning", "title": "+24% since baseline", "description": "Gold inflation trending above target. Consider a sink adjustment." },
+
+        { "id": "exp-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["exp-h", "exp-tabs"] },
+        { "id": "exp-h", "component": "CardHeader", "title": "Running Experiments", "subtitle": "A/B results" },
+        { "id": "exp-tabs", "component": "Tabs", "items": ["exp-tab-1", "exp-tab-2"] },
+        { "id": "exp-tab-1", "component": "TabItem", "value": "e1", "trigger": "Onboarding v2", "content": ["exp1-body"] },
+        { "id": "exp1-body", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["exp1-txt", "exp1-prog"] },
+        { "id": "exp1-txt", "component": "TextContent", "text": "**Variant B** lifts D1 retention **+6.2%** (p=0.02). Sample 84k.", "size": "default" },
+        { "id": "exp1-prog", "component": "Progress", "value": 62, "label": "Confidence to ship" },
+        { "id": "exp-tab-2", "component": "TabItem", "value": "e2", "trigger": "Store Layout", "content": ["exp2-body"] },
+        { "id": "exp2-body", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "children": ["exp2-txt", "exp2-prog"] },
+        { "id": "exp2-txt", "component": "TextContent", "text": "**Variant B** flat on conversion **-0.3%** (p=0.41). No significant effect.", "size": "default" },
+        { "id": "exp2-prog", "component": "Progress", "value": 18, "label": "Confidence to ship" },
+
+        { "id": "actions", "component": "Card", "direction": "column", "gap": "m", "children": ["actions-h", "actions-row", "patch-form"] },
+        { "id": "actions-h", "component": "CardHeader", "title": "Operator Actions" },
+        { "id": "actions-row", "component": "Buttons", "direction": "row", "buttons": ["btn-focus", "btn-hotfix"] },
+        { "id": "btn-focus", "component": "Button", "label": "Focus on a Region", "variant": "secondary", "action": ["focusRegion"] },
+        { "id": "btn-hotfix", "component": "Button", "label": "Ship Hotfix", "variant": "primary", "type": "destructive", "action": ["shipHotfix"] },
+
+        { "id": "patch-form", "component": "Form", "name": "patchNotes", "buttons": "patch-buttons", "fields": ["patch-fc-ver", "patch-fc-notes"] },
+        { "id": "patch-fc-ver", "component": "FormControl", "label": "Target Version", "input": "patch-ver", "hint": "e.g. v3.3.1" },
+        { "id": "patch-ver", "component": "Input", "name": "version", "type": "text", "placeholder": "v3.3.1" },
+        { "id": "patch-fc-notes", "component": "FormControl", "label": "Draft Patch Notes", "input": "patch-notes", "hint": "Markdown supported" },
+        { "id": "patch-notes", "component": "TextArea", "name": "notes", "rows": 5, "placeholder": "- Fixed crash on Asia-Pacific login\n- Balanced gold sinks..." },
+        { "id": "patch-buttons", "component": "Buttons", "buttons": ["patch-save"] },
+        { "id": "patch-save", "component": "Button", "label": "Save Patch Notes Draft", "variant": "primary", "action": ["savePatchNotes"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Every numbered requirement is covered:
+
+1. **Players online now** — top KPI (48,213, Live tag)
+2. **DAU & MAU** — dedicated KPI tiles
+3. **Revenue today** — KPI tile ($186,430)
+4. **Revenue per user** — ARPU KPI tile
+5. **Session length (2 weeks)** — 14-day line chart
+6. **Best-selling items + units** — table with item/units columns
+7. **Region health** — list with per-region latency/load and Focus action
+8. **Crash rate by version** — bar chart
+9. **Live/upcoming events** — Steps list
+10. **Player reports pending** — moderation queue badge (247)
+11. **Ban appeals pending** — moderation queue badge (63)
+12. **Currency inflation** — area chart + warning callout
+13. **Two experiment results** — tabbed A/B panels
+14. **Draft patch notes** — form with version + notes textarea
+15. **Focus on one region** — "Focus on a Region" button plus per-region Focus actions
+16. **Ship a hotfix** — destructive "Ship Hotfix" button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..487e62bca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r1.txt
@@ -0,0 +1,142 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB", "agentDisplayName": "Floor Console" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "andon", "kpiRow", "line-controls", "tabs", "footer"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Factory Floor Supervisor Console", "subtitle": "Live plant overview — Line A/B/C" },
+
+        { "id": "andon", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["andon-title", "andon-1", "andon-2", "andon-3"] },
+        { "id": "andon-title", "component": "Heading", "text": "Live Andon Alerts", "level": "h4" },
+        { "id": "andon-1", "component": "Alert", "variant": "destructive", "title": "Line B — Machine M-204 stopped", "description": "Material jam detected 2m ago. Operator called." },
+        { "id": "andon-2", "component": "Alert", "variant": "warning", "title": "Line C — Cycle time above threshold", "description": "Running 8% slower than nominal for 12 minutes." },
+        { "id": "andon-3", "component": "Alert", "variant": "info", "title": "Line A — Changeover in progress", "description": "Estimated resume in 6 minutes." },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpi-oee", "kpi-target", "kpi-energy", "kpi-safety"] },
+
+        { "id": "kpi-oee", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-oee-h", "kpi-oee-val", "kpi-oee-prog"] },
+        { "id": "kpi-oee-h", "component": "TextContent", "text": "Overall Equipment Effectiveness", "size": "small-heavy" },
+        { "id": "kpi-oee-val", "component": "Heading", "text": "82.4%", "level": "h2" },
+        { "id": "kpi-oee-prog", "component": "Progress", "value": 82.4, "label": "Target 85%" },
+
+        { "id": "kpi-target", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-target-h", "kpi-target-val", "kpi-target-prog"] },
+        { "id": "kpi-target-h", "component": "TextContent", "text": "Units Produced vs Today's Target", "size": "small-heavy" },
+        { "id": "kpi-target-val", "component": "Heading", "text": "6,420 / 8,000", "level": "h2" },
+        { "id": "kpi-target-prog", "component": "Progress", "value": 80.25, "label": "80% of daily target" },
+
+        { "id": "kpi-energy", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-energy-h", "kpi-energy-val", "kpi-energy-tag"] },
+        { "id": "kpi-energy-h", "component": "TextContent", "text": "Energy Use Today", "size": "small-heavy" },
+        { "id": "kpi-energy-val", "component": "Heading", "text": "14,280 kWh", "level": "h2" },
+        { "id": "kpi-energy-tag", "component": "Tag", "text": "+3% vs yesterday", "variant": "warning", "size": "sm" },
+
+        { "id": "kpi-safety", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-safety-h", "kpi-safety-val", "kpi-safety-sub"] },
+        { "id": "kpi-safety-h", "component": "TextContent", "text": "Safety", "size": "small-heavy" },
+        { "id": "kpi-safety-val", "component": "Heading", "text": "47 days", "level": "h2" },
+        { "id": "kpi-safety-sub", "component": "TextContent", "text": "since last incident · **3** incidents this year", "size": "small" },
+
+        { "id": "line-controls", "component": "Card", "variant": "clear", "direction": "column", "gap": "s", "children": ["line-focus-form"] },
+        { "id": "line-focus-form", "component": "Form", "name": "focusLine", "fields": ["focus-control"], "buttons": "focus-buttons" },
+        { "id": "focus-control", "component": "FormControl", "label": "Focus on a Production Line", "input": "focus-select", "hint": "Filter the console to a single line" },
+        { "id": "focus-select", "component": "Select", "name": "focusLineSelect", "placeholder": "All lines", "items": ["fl-all", "fl-a", "fl-b", "fl-c"] },
+        { "id": "fl-all", "component": "SelectItem", "value": "all", "label": "All Lines" },
+        { "id": "fl-a", "component": "SelectItem", "value": "a", "label": "Line A" },
+        { "id": "fl-b", "component": "SelectItem", "value": "b", "label": "Line B" },
+        { "id": "fl-c", "component": "SelectItem", "value": "c", "label": "Line C" },
+        { "id": "focus-buttons", "component": "Buttons", "buttons": ["focus-apply"] },
+        { "id": "focus-apply", "component": "Button", "label": "Focus", "variant": "primary", "action": [] },
+
+        { "id": "tabs", "component": "Tabs", "items": ["tab-prod", "tab-quality", "tab-maint", "tab-inventory", "tab-workorders"] },
+
+        { "id": "tab-prod", "component": "TabItem", "value": "prod", "trigger": "Production", "content": ["lines-table", "shift-chart", "downtime-chart"] },
+        { "id": "lines-table", "component": "Table", "columns": ["lt-line", "lt-rate", "lt-status"] },
+        { "id": "lt-line", "component": "Col", "label": "Production Line", "type": "string", "data": ["Line A", "Line B", "Line C"] },
+        { "id": "lt-rate", "component": "Col", "label": "Rate (units/hr)", "type": "number", "data": [410, 0, 372] },
+        { "id": "lt-status", "component": "Col", "label": "Status", "type": "string", "data": ["Running", "Stopped", "Slow"] },
+        { "id": "shift-chart", "component": "BarChart", "labels": ["Morning", "Afternoon", "Night"], "series": ["shift-series"], "xLabel": "Shift", "yLabel": "Units" },
+        { "id": "shift-series", "component": "Series", "category": "Output", "values": [2680, 2410, 1330] },
+        { "id": "downtime-chart", "component": "PieChart", "variant": "donut", "labels": ["Material jam", "Changeover", "Breakdown", "No operator", "Other"], "values": [38, 24, 18, 12, 8] },
+
+        { "id": "tab-quality", "component": "TabItem", "value": "quality", "trigger": "Quality", "content": ["defect-chart", "qhold-header", "qhold-table"] },
+        { "id": "defect-chart", "component": "LineChart", "variant": "natural", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"], "series": ["defect-series"], "xLabel": "Past Month", "yLabel": "Defect Rate %" },
+        { "id": "defect-series", "component": "Series", "category": "Defect Rate", "values": [2.1, 1.8, 2.4, 1.6] },
+        { "id": "qhold-header", "component": "Heading", "text": "Batches on Quality Hold", "level": "h4" },
+        { "id": "qhold-table", "component": "Table", "columns": ["qh-batch", "qh-line", "qh-reason"] },
+        { "id": "qh-batch", "component": "Col", "label": "Batch", "type": "string", "data": ["B-1102", "B-1119", "B-1125"] },
+        { "id": "qh-line", "component": "Col", "label": "Line", "type": "string", "data": ["Line A", "Line C", "Line B"] },
+        { "id": "qh-reason", "component": "Col", "label": "Reason", "type": "string", "data": ["Dimension out of spec", "Surface defect", "Awaiting lab result"] },
+
+        { "id": "tab-maint", "component": "TabItem", "value": "maint", "trigger": "Maintenance", "content": ["maint-due-header", "maint-due-table", "maint-sched-form"] },
+        { "id": "maint-due-header", "component": "Heading", "text": "Machines Due for Maintenance", "level": "h4" },
+        { "id": "maint-due-table", "component": "Table", "columns": ["md-machine", "md-line", "md-due"] },
+        { "id": "md-machine", "component": "Col", "label": "Machine", "type": "string", "data": ["M-101 Press", "M-204 Injector", "M-310 Conveyor"] },
+        { "id": "md-line", "component": "Col", "label": "Line", "type": "string", "data": ["Line A", "Line B", "Line C"] },
+        { "id": "md-due", "component": "Col", "label": "Due", "type": "string", "data": ["Today", "In 2 days", "In 5 days"] },
+        { "id": "maint-sched-form", "component": "Form", "name": "scheduleMaint", "fields": ["ms-machine-ctrl", "ms-date-ctrl"], "buttons": "ms-buttons" },
+        { "id": "ms-machine-ctrl", "component": "FormControl", "label": "Machine", "input": "ms-machine-select" },
+        { "id": "ms-machine-select", "component": "Select", "name": "maintMachine", "placeholder": "Select machine", "items": ["ms-m1", "ms-m2", "ms-m3"] },
+        { "id": "ms-m1", "component": "SelectItem", "value": "m101", "label": "M-101 Press" },
+        { "id": "ms-m2", "component": "SelectItem", "value": "m204", "label": "M-204 Injector" },
+        { "id": "ms-m3", "component": "SelectItem", "value": "m310", "label": "M-310 Conveyor" },
+        { "id": "ms-date-ctrl", "component": "FormControl", "label": "Date", "input": "ms-date" },
+        { "id": "ms-date", "component": "DatePicker", "name": "maintDate", "mode": "single" },
+        { "id": "ms-buttons", "component": "Buttons", "buttons": ["ms-submit"] },
+        { "id": "ms-submit", "component": "Button", "label": "Schedule Maintenance", "variant": "primary", "action": [] },
+
+        { "id": "tab-inventory", "component": "TabItem", "value": "inventory", "trigger": "Inventory", "content": ["stock-header", "stock-steel", "stock-resin", "stock-pack", "supp-header", "supp-table"] },
+        { "id": "stock-header", "component": "Heading", "text": "Raw Material Stock", "level": "h4" },
+        { "id": "stock-steel", "component": "Progress", "value": 72, "label": "Steel — 72% (18 t)" },
+        { "id": "stock-resin", "component": "Progress", "value": 28, "label": "Resin — 28% (low, 1.4 t)" },
+        { "id": "stock-pack", "component": "Progress", "value": 55, "label": "Packaging — 55% (11,000 units)" },
+        { "id": "supp-header", "component": "Heading", "text": "Supplier Deliveries Due This Week", "level": "h4" },
+        { "id": "supp-table", "component": "Table", "columns": ["sp-supplier", "sp-material", "sp-day"] },
+        { "id": "sp-supplier", "component": "Col", "label": "Supplier", "type": "string", "data": ["SteelCo", "ResinWorks", "PackPro"] },
+        { "id": "sp-material", "component": "Col", "label": "Material", "type": "string", "data": ["Steel coil", "Resin pellets", "Cartons"] },
+        { "id": "sp-day", "component": "Col", "label": "Due", "type": "string", "data": ["Tue", "Wed", "Fri"] },
+
+        { "id": "tab-workorders", "component": "TabItem", "value": "workorders", "trigger": "Work Orders", "content": ["wo-header", "wo-table"] },
+        { "id": "wo-header", "component": "Heading", "text": "Open Work Orders", "level": "h4" },
+        { "id": "wo-table", "component": "Table", "columns": ["wo-id", "wo-desc", "wo-priority"] },
+        { "id": "wo-id", "component": "Col", "label": "WO #", "type": "string", "data": ["WO-5501", "WO-5502", "WO-5503", "WO-5504"] },
+        { "id": "wo-desc", "component": "Col", "label": "Description", "type": "string", "data": ["Replace M-204 seal", "Calibrate scale Line C", "Lubricate conveyor", "Inspect guard Line A"] },
+        { "id": "wo-priority", "component": "Col", "label": "Priority", "type": "string", "data": ["High", "High", "Medium", "Low"] },
+
+        { "id": "footer", "component": "Buttons", "direction": "row", "buttons": ["export-btn"] },
+        { "id": "export-btn", "component": "Button", "label": "Export Shift Report", "variant": "secondary", "action": [] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every requirement:
+
+1. **OEE** — KPI card with progress (82.4% vs 85% target)
+2. **Units vs target** — KPI card (6,420 / 8,000)
+3. **Each production line, rate & status** — Production tab table
+4. **Defect rate past month** — Line chart in Quality tab
+5. **Downtime by cause** — Donut chart in Production tab
+6. **Machines due for maintenance** — Maintenance tab table
+7. **Stock (steel/resin/packaging)** — Inventory tab progress bars
+8. **Supplier deliveries this week** — Inventory tab table
+9. **Shift output comparison** — Bar chart in Production tab
+10. **Safety incidents / days since last** — KPI card (47 days · 3 this year)
+11. **Batches on quality hold** — Quality tab table
+12. **Energy use today** — KPI card (14,280 kWh)
+13. **Open work orders with priority** — Work Orders tab table
+14. **Schedule maintenance (machine + date)** — Maintenance form
+15. **Focus on one line** — Line focus select/form
+16. **Live andon alerts** — Alert banners at top
+17. **Export shift report** — Button in footer
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..9cb685f0c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r2.txt
@@ -0,0 +1,125 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"factory-console","catalogId":"thesys.dev:c1-openui"}},
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-console","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","andon-alert","kpi-row","tabs","footer-actions"]},
+
+{"id":"header","component":"CardHeader","title":"Factory Floor Console — Line Supervisor","subtitle":"Real-time production monitoring · Shift A"},
+
+{"id":"andon-alert","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["andon-title","andon-list"]},
+{"id":"andon-title","component":"Heading","text":"Live Andon Alerts","level":"h4"},
+{"id":"andon-list","component":"ListBlock","variant":"number","items":["andon-1","andon-2","andon-3"]},
+{"id":"andon-1","component":"ListItem","title":"Line 3 — Conveyor jam","subtitle":"Red · triggered 2 min ago · maintenance en route"},
+{"id":"andon-2","component":"ListItem","title":"Line 1 — Material low","subtitle":"Yellow · resin hopper below 15%"},
+{"id":"andon-3","component":"ListItem","title":"Line 5 — Quality check requested","subtitle":"Blue · operator flagged batch B-2291"},
+
+{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpi-oee","kpi-output","kpi-energy","kpi-safety"]},
+
+{"id":"kpi-oee","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi-oee-h","kpi-oee-prog","kpi-oee-note"]},
+{"id":"kpi-oee-h","component":"Heading","text":"Overall Equipment Effectiveness","level":"h4"},
+{"id":"kpi-oee-prog","component":"Progress","value":78,"label":"OEE 78%"},
+{"id":"kpi-oee-note","component":"TextContent","size":"small","text":"Availability 91% · Performance 88% · Quality 97%"},
+
+{"id":"kpi-output","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi-output-h","kpi-output-prog","kpi-output-note"]},
+{"id":"kpi-output-h","component":"Heading","text":"Units vs Target","level":"h4"},
+{"id":"kpi-output-prog","component":"Progress","value":64,"label":"6,420 / 10,000 units"},
+{"id":"kpi-output-note","component":"TextContent","size":"small","text":"On pace to reach 9,850 by end of shift"},
+
+{"id":"kpi-energy","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi-energy-h","kpi-energy-val","kpi-energy-note"]},
+{"id":"kpi-energy-h","component":"Heading","text":"Energy Use Today","level":"h4"},
+{"id":"kpi-energy-val","component":"TextContent","size":"large-heavy","text":"12,840 kWh"},
+{"id":"kpi-energy-note","component":"TextContent","size":"small","text":"+4% vs yesterday · peak 2:15 PM"},
+
+{"id":"kpi-safety","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpi-safety-h","kpi-safety-tags","kpi-safety-note"]},
+{"id":"kpi-safety-h","component":"Heading","text":"Safety","level":"h4"},
+{"id":"kpi-safety-tags","component":"TagBlock","tags":["47 days since last incident","3 incidents YTD"]},
+{"id":"kpi-safety-note","component":"TextContent","size":"small","text":"Last: minor — Line 2, hand abrasion (Mar 4)"},
+
+{"id":"tabs","component":"Tabs","items":["tab-lines","tab-quality","tab-maint","tab-supply","tab-shifts"]},
+
+{"id":"tab-lines","component":"TabItem","value":"lines","trigger":"Production Lines","content":["lines-table","downtime-h","downtime-pie","line-focus-form"]},
+{"id":"lines-table","component":"Table","columns":["lt-line","lt-rate","lt-status"]},
+{"id":"lt-line","component":"Col","label":"Line","type":"string","data":["Line 1","Line 2","Line 3","Line 4","Line 5"]},
+{"id":"lt-rate","component":"Col","label":"Rate (units/hr)","type":"number","data":[820,790,0,845,610]},
+{"id":"lt-status","component":"Col","label":"Status","type":"string","data":["Running","Running","Stopped","Running","Slowed"]},
+{"id":"downtime-h","component":"Heading","text":"Downtime by Cause (Today)","level":"h4"},
+{"id":"downtime-pie","component":"PieChart","variant":"donut","labels":["Mechanical fault","Material shortage","Changeover","Operator break","Quality hold"],"values":[38,22,18,12,10]},
+{"id":"line-focus-form","component":"Form","name":"lineFocus","buttons":"line-focus-buttons","fields":["line-focus-control"]},
+{"id":"line-focus-control","component":"FormControl","label":"Focus on a Line","input":"line-focus-select","hint":"Isolate one line for detailed monitoring"},
+{"id":"line-focus-select","component":"Select","name":"focusLine","placeholder":"Select a line","items":["lf-1","lf-2","lf-3","lf-4","lf-5"]},
+{"id":"lf-1","component":"SelectItem","value":"1","label":"Line 1"},
+{"id":"lf-2","component":"SelectItem","value":"2","label":"Line 2"},
+{"id":"lf-3","component":"SelectItem","value":"3","label":"Line 3"},
+{"id":"lf-4","component":"SelectItem","value":"4","label":"Line 4"},
+{"id":"lf-5","component":"SelectItem","value":"5","label":"Line 5"},
+{"id":"line-focus-buttons","component":"Buttons","buttons":["line-focus-btn"]},
+{"id":"line-focus-btn","component":"Button","label":"Focus Line","variant":"primary"},
+
+{"id":"tab-quality","component":"TabItem","value":"quality","trigger":"Quality","content":["defect-h","defect-chart","qhold-h","qhold-list"]},
+{"id":"defect-h","component":"Heading","text":"Defect Rate — Past Month","level":"h4"},
+{"id":"defect-chart","component":"LineChart","variant":"natural","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["defect-series"],"xLabel":"Week","yLabel":"Defect %"},
+{"id":"defect-series","component":"Series","category":"Defect Rate %","values":[2.4,2.1,2.8,1.9]},
+{"id":"qhold-h","component":"Heading","text":"Batches on Quality Hold","level":"h4"},
+{"id":"qhold-list","component":"ListBlock","variant":"number","items":["qh-1","qh-2","qh-3"]},
+{"id":"qh-1","component":"ListItem","title":"Batch B-2291 — Line 5","subtitle":"Awaiting dimensional inspection · 480 units","actionLabel":"Review"},
+{"id":"qh-2","component":"ListItem","title":"Batch B-2287 — Line 2","subtitle":"Surface finish deviation · 220 units","actionLabel":"Review"},
+{"id":"qh-3","component":"ListItem","title":"Batch B-2280 — Line 4","subtitle":"Pending supplier cert · 1,050 units","actionLabel":"Review"},
+
+{"id":"tab-maint","component":"TabItem","value":"maint","trigger":"Maintenance & Orders","content":["maint-due-h","maint-due-table","schedule-form","wo-h","wo-table"]},
+{"id":"maint-due-h","component":"Heading","text":"Machines Due for Maintenance","level":"h4"},
+{"id":"maint-due-table","component":"Table","columns":["md-machine","md-due","md-type"]},
+{"id":"md-machine","component":"Col","label":"Machine","type":"string","data":["Press #3","CNC-07","Conveyor L3","Packer #2"]},
+{"id":"md-due","component":"Col","label":"Due","type":"string","data":["Overdue 2d","Today","In 3 days","In 6 days"]},
+{"id":"md-type","component":"Col","label":"Type","type":"string","data":["Hydraulic seal","Calibration","Belt inspection","Lubrication"]},
+{"id":"schedule-form","component":"Form","name":"scheduleMaint","buttons":"schedule-buttons","fields":["sched-machine-fc","sched-date-fc"]},
+{"id":"sched-machine-fc","component":"FormControl","label":"Machine","input":"sched-machine-select","hint":"Select the machine to service"},
+{"id":"sched-machine-select","component":"Select","name":"machine","placeholder":"Choose machine","items":["sm-1","sm-2","sm-3","sm-4"]},
+{"id":"sm-1","component":"SelectItem","value":"press3","label":"Press #3"},
+{"id":"sm-2","component":"SelectItem","value":"cnc07","label":"CNC-07"},
+{"id":"sm-3","component":"SelectItem","value":"convl3","label":"Conveyor L3"},
+{"id":"sm-4","component":"SelectItem","value":"packer2","label":"Packer #2"},
+{"id":"sched-date-fc","component":"FormControl","label":"Date","input":"sched-date-picker","hint":"Pick a maintenance date"},
+{"id":"sched-date-picker","component":"DatePicker","name":"maintDate","mode":"single"},
+{"id":"schedule-buttons","component":"Buttons","buttons":["schedule-btn"]},
+{"id":"schedule-btn","component":"Button","label":"Schedule Maintenance","variant":"primary"},
+{"id":"wo-h","component":"Heading","text":"Open Work Orders","level":"h4"},
+{"id":"wo-table","component":"Table","columns":["wo-id","wo-desc","wo-priority"]},
+{"id":"wo-id","component":"Col","label":"WO #","type":"string","data":["WO-4501","WO-4502","WO-4503","WO-4504"]},
+{"id":"wo-desc","component":"Col","label":"Description","type":"string","data":["Replace L3 belt","Recalibrate CNC-07","Seal leak Press #3","Sensor swap Packer #2"]},
+{"id":"wo-priority","component":"Col","label":"Priority","type":"string","data":["Critical","High","Critical","Medium"]},
+
+{"id":"tab-supply","component":"TabItem","value":"supply","trigger":"Inventory & Supply","content":["stock-h","stock-chart","deliv-h","deliv-table"]},
+{"id":"stock-h","component":"Heading","text":"Raw Material Stock","level":"h4"},
+{"id":"stock-chart","component":"BarChart","variant":"grouped","labels":["Steel","Resin","Packaging"],"series":["stock-series"],"xLabel":"Material","yLabel":"% of capacity"},
+{"id":"stock-series","component":"Series","category":"Stock Level %","values":[72,14,58]},
+{"id":"deliv-h","component":"Heading","text":"Supplier Deliveries Due This Week","level":"h4"},
+{"id":"deliv-table","component":"Table","columns":["dl-supplier","dl-item","dl-day"]},
+{"id":"dl-supplier","component":"Col","label":"Supplier","type":"string","data":["MetalCorp","PolyChem","BoxPro","MetalCorp"]},
+{"id":"dl-item","component":"Col","label":"Item","type":"string","data":["Steel coil","Resin pellets","Cartons","Steel sheet"]},
+{"id":"dl-day","component":"Col","label":"Due","type":"string","data":["Tue","Wed","Thu","Fri"]},
+
+{"id":"tab-shifts","component":"TabItem","value":"shifts","trigger":"Shift Output","content":["shift-h","shift-chart","shift-note"]},
+{"id":"shift-h","component":"Heading","text":"Shift Output Comparison","level":"h4"},
+{"id":"shift-chart","component":"BarChart","variant":"grouped","labels":["Morning (A)","Afternoon (B)","Night (C)"],"series":["shift-series"],"xLabel":"Shift","yLabel":"Units produced"},
+{"id":"shift-series","component":"Series","category":"Units","values":[6420,5980,5210]},
+{"id":"shift-note","component":"TextContent","size":"small","text":"Morning shift leads by 7.4% over afternoon; night shift below target."},
+
+{"id":"footer-actions","component":"Buttons","direction":"row","buttons":["export-btn","refresh-btn"]},
+{"id":"export-btn","component":"Button","label":"Export Shift Report","variant":"primary"},
+{"id":"refresh-btn","component":"Button","label":"Refresh Data","variant":"secondary"}
+]}}
+]
+</a2ui-json>
+
+This console organizes all 17 requirements into a scannable layout:
+
+- **KPI row (top):** OEE (1), units vs target (2), energy use (12), and safety incidents + days since last (10).
+- **Live Andon Alerts** banner (16) sits above the fold for immediate attention.
+- **Production Lines tab:** line rate & status table (3), downtime by cause donut (5), and a focus-one-line selector (15).
+- **Quality tab:** monthly defect-rate trend (4) and batches on quality hold (11).
+- **Maintenance & Orders tab:** machines due (6), a schedule-maintenance form with machine + date (14), and open work orders with priority (13).
+- **Inventory & Supply tab:** steel/resin/packaging stock (7) and this week's supplier deliveries (8).
+- **Shift Output tab:** per-shift comparison (9).
+- **Footer:** Export Shift Report button (17).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..6a170993f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r3.txt
@@ -0,0 +1,130 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"factory-console","catalogId":"thesys.dev:c1-openui"}},
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-console","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","andon-alert","top-kpis","tabs","footer-actions"]},
+
+{"id":"header","component":"CardHeader","title":"Factory Floor Supervisor Console","subtitle":"Live production monitoring — Plant 4, Shift A"},
+
+{"id":"andon-alert","component":"Alert","variant":"destructive","title":"🔴 Live Andon Alert — Line 3","description":"Conveyor jam detected at Station 12. Line stopped. Maintenance notified 2 min ago."},
+
+{"id":"top-kpis","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpi-oee","kpi-units","kpi-energy","kpi-safety-days"]},
+
+{"id":"kpi-oee","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-oee-h","kpi-oee-gauge"]},
+{"id":"kpi-oee-h","component":"TextContent","text":"Overall Equipment Effectiveness","size":"small-heavy"},
+{"id":"kpi-oee-gauge","component":"RadialChart","labels":["OEE %"],"values":[82]},
+
+{"id":"kpi-units","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-units-h","kpi-units-val","kpi-units-prog"]},
+{"id":"kpi-units-h","component":"TextContent","text":"Units vs Target (Today)","size":"small-heavy"},
+{"id":"kpi-units-val","component":"Heading","text":"6,240 / 8,000","level":"h3"},
+{"id":"kpi-units-prog","component":"Progress","value":78,"label":"78% of target"},
+
+{"id":"kpi-energy","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-energy-h","kpi-energy-val","kpi-energy-prog"]},
+{"id":"kpi-energy-h","component":"TextContent","text":"Energy Use (Today)","size":"small-heavy"},
+{"id":"kpi-energy-val","component":"Heading","text":"14,320 kWh","level":"h3"},
+{"id":"kpi-energy-prog","component":"Progress","value":64,"label":"64% of daily budget"},
+
+{"id":"kpi-safety-days","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-safety-h","kpi-safety-val","kpi-safety-inc"]},
+{"id":"kpi-safety-h","component":"TextContent","text":"Safety","size":"small-heavy"},
+{"id":"kpi-safety-val","component":"Heading","text":"37 days since last incident","level":"h4"},
+{"id":"kpi-safety-inc","component":"Badge","text":"3 incidents this year","variant":"destructive"},
+
+{"id":"tabs","component":"Tabs","items":["tab-production","tab-quality","tab-maintenance","tab-supply","tab-shifts"]},
+
+{"id":"tab-production","component":"TabItem","value":"production","trigger":"Production","content":["prod-lines-header","prod-lines-table","focus-line-form","downtime-header","downtime-chart"]},
+{"id":"prod-lines-header","component":"Heading","text":"Production Lines — Rate & Status","level":"h4"},
+{"id":"prod-lines-table","component":"Table","columns":["col-line","col-rate","col-status"]},
+{"id":"col-line","component":"Col","label":"Line","type":"string","data":["Line 1","Line 2","Line 3","Line 4"]},
+{"id":"col-rate","component":"Col","label":"Rate (units/hr)","type":"number","data":[420,395,0,410]},
+{"id":"col-status","component":"Col","label":"Status","type":"string","data":["Running","Running","Stopped","Running"]},
+
+{"id":"focus-line-form","component":"Form","name":"focusLine","buttons":"focus-line-buttons","fields":["focus-line-fc"]},
+{"id":"focus-line-fc","component":"FormControl","label":"Focus on a Line","input":"focus-line-select","hint":"View detailed metrics for a single line"},
+{"id":"focus-line-select","component":"Select","name":"line","placeholder":"Select a line","items":["fl1","fl2","fl3","fl4"]},
+{"id":"fl1","component":"SelectItem","value":"line1","label":"Line 1"},
+{"id":"fl2","component":"SelectItem","value":"line2","label":"Line 2"},
+{"id":"fl3","component":"SelectItem","value":"line3","label":"Line 3"},
+{"id":"fl4","component":"SelectItem","value":"line4","label":"Line 4"},
+{"id":"focus-line-buttons","component":"Buttons","buttons":["focus-line-btn"]},
+{"id":"focus-line-btn","component":"Button","label":"Focus Line","variant":"primary","action":["focusLine"]},
+
+{"id":"downtime-header","component":"Heading","text":"Downtime by Cause","level":"h4"},
+{"id":"downtime-chart","component":"PieChart","labels":["Mechanical","Changeover","Material Wait","Operator","Power"],"values":[38,22,18,14,8],"variant":"donut"},
+
+{"id":"tab-quality","component":"TabItem","value":"quality","trigger":"Quality","content":["defect-header","defect-chart","qhold-header","qhold-table"]},
+{"id":"defect-header","component":"Heading","text":"Defect Rate — Past Month","level":"h4"},
+{"id":"defect-chart","component":"LineChart","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["defect-series"],"variant":"natural","xLabel":"Week","yLabel":"Defect %"},
+{"id":"defect-series","component":"Series","category":"Defect %","values":[2.4,2.1,1.8,1.5]},
+{"id":"qhold-header","component":"Heading","text":"Batches on Quality Hold","level":"h4"},
+{"id":"qhold-table","component":"Table","columns":["qh-batch","qh-line","qh-reason"]},
+{"id":"qh-batch","component":"Col","label":"Batch","type":"string","data":["B-2291","B-2288","B-2277"]},
+{"id":"qh-line","component":"Col","label":"Line","type":"string","data":["Line 2","Line 4","Line 1"]},
+{"id":"qh-reason","component":"Col","label":"Reason","type":"string","data":["Dimensional variance","Surface finish","Awaiting lab result"]},
+
+{"id":"tab-maintenance","component":"TabItem","value":"maintenance","trigger":"Maintenance","content":["maint-due-header","maint-due-table","sched-maint-form","wo-header","wo-table"]},
+{"id":"maint-due-header","component":"Heading","text":"Machines Due for Maintenance","level":"h4"},
+{"id":"maint-due-table","component":"Table","columns":["md-machine","md-due","md-type"]},
+{"id":"md-machine","component":"Col","label":"Machine","type":"string","data":["Press A-12","Injector R-4","Conveyor C-3","Robot Arm K-7"]},
+{"id":"md-due","component":"Col","label":"Due Date","type":"string","data":["2024-06-14","2024-06-15","2024-06-16","2024-06-20"]},
+{"id":"md-type","component":"Col","label":"Type","type":"string","data":["Preventive","Preventive","Inspection","Calibration"]},
+
+{"id":"sched-maint-form","component":"Form","name":"scheduleMaintenance","buttons":"sched-buttons","fields":["sched-machine-fc","sched-date-fc"]},
+{"id":"sched-machine-fc","component":"FormControl","label":"Machine","input":"sched-machine-select"},
+{"id":"sched-machine-select","component":"Select","name":"machine","placeholder":"Select machine","items":["sm1","sm2","sm3","sm4"]},
+{"id":"sm1","component":"SelectItem","value":"pressA12","label":"Press A-12"},
+{"id":"sm2","component":"SelectItem","value":"injectorR4","label":"Injector R-4"},
+{"id":"sm3","component":"SelectItem","value":"conveyorC3","label":"Conveyor C-3"},
+{"id":"sm4","component":"SelectItem","value":"robotK7","label":"Robot Arm K-7"},
+{"id":"sched-date-fc","component":"FormControl","label":"Date","input":"sched-date-input"},
+{"id":"sched-date-input","component":"DatePicker","name":"date","mode":"single"},
+{"id":"sched-buttons","component":"Buttons","buttons":["sched-submit"]},
+{"id":"sched-submit","component":"Button","label":"Schedule Maintenance","variant":"primary","action":["scheduleMaintenance"]},
+
+{"id":"wo-header","component":"Heading","text":"Open Work Orders","level":"h4"},
+{"id":"wo-table","component":"Table","columns":["wo-id","wo-desc","wo-priority"]},
+{"id":"wo-id","component":"Col","label":"WO #","type":"string","data":["WO-5012","WO-5013","WO-5014","WO-5015"]},
+{"id":"wo-desc","component":"Col","label":"Description","type":"string","data":["Replace belt Line 3","Lubricate press A-12","Recalibrate scale","Fix guard sensor"]},
+{"id":"wo-priority","component":"Col","label":"Priority","type":"string","data":["Critical","High","Medium","Low"]},
+
+{"id":"tab-supply","component":"TabItem","value":"supply","trigger":"Supply & Inventory","content":["stock-header","stock-chart","deliveries-header","deliveries-table"]},
+{"id":"stock-header","component":"Heading","text":"Raw Material Stock","level":"h4"},
+{"id":"stock-chart","component":"BarChart","labels":["Steel","Resin","Packaging"],"series":["stock-series"],"xLabel":"Material","yLabel":"% of capacity"},
+{"id":"stock-series","component":"Series","category":"Stock %","values":[72,45,88]},
+{"id":"deliveries-header","component":"Heading","text":"Supplier Deliveries Due This Week","level":"h4"},
+{"id":"deliveries-table","component":"Table","columns":["del-supplier","del-item","del-date"]},
+{"id":"del-supplier","component":"Col","label":"Supplier","type":"string","data":["SteelCo","PolyResin Ltd","BoxPack Inc"]},
+{"id":"del-item","component":"Col","label":"Item","type":"string","data":["Steel coils","Resin pellets","Cartons"]},
+{"id":"del-date","component":"Col","label":"Due","type":"string","data":["Wed","Thu","Fri"]},
+
+{"id":"tab-shifts","component":"TabItem","value":"shifts","trigger":"Shifts","content":["shift-header","shift-chart"]},
+{"id":"shift-header","component":"Heading","text":"Shift Output Comparison","level":"h4"},
+{"id":"shift-chart","component":"BarChart","labels":["Shift A","Shift B","Shift C"],"series":["shift-series"],"xLabel":"Shift","yLabel":"Units"},
+{"id":"shift-series","component":"Series","category":"Units Produced","values":[6240,5980,5410]},
+
+{"id":"footer-actions","component":"Buttons","direction":"row","buttons":["export-btn"]},
+{"id":"export-btn","component":"Button","label":"Export Shift Report","variant":"secondary","action":["exportShiftReport"]}
+]}}
+]
+</a2ui-json>
+
+This console covers all 17 items:
+
+1. **OEE** — radial gauge (82%)
+2. **Units vs target** — 6,240 / 8,000 with progress bar
+3. **Production lines** — table with rate & status per line
+4. **Defect rate** — line chart over 4 weeks
+5. **Downtime by cause** — donut chart
+6. **Maintenance due** — table of machines with dates
+7. **Material stock** — bar chart for steel, resin, packaging
+8. **Supplier deliveries** — table due this week
+9. **Shift output** — comparison bar chart
+10. **Safety** — 3 incidents this year, 37 days since last
+11. **Quality holds** — batches table
+12. **Energy use** — 14,320 kWh today with budget bar
+13. **Open work orders** — table with priority
+14. **Schedule maintenance** — form with machine select + date picker
+15. **Focus on a line** — select + focus button
+16. **Live andon alert** — prominent red banner
+17. **Export shift report** — footer button
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..43f968082
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-plant__r4.txt
@@ -0,0 +1,658 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "andon-alerts", "kpi-row", "main-tabs", "footer-actions"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Factory Floor Supervisor Console",
+          "subtitle": "Line 3 Assembly · Shift A · Live"
+        },
+
+        {
+          "id": "andon-alerts",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["andon-title", "andon-1", "andon-2", "andon-3"]
+        },
+        {
+          "id": "andon-title",
+          "component": "Heading",
+          "text": "🔴 Live Andon Alerts",
+          "level": "h4"
+        },
+        {
+          "id": "andon-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Line 2 — Stoppage",
+          "description": "Conveyor jam at station 4. Operator called. 00:03:12 elapsed."
+        },
+        {
+          "id": "andon-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Line 4 — Material Low",
+          "description": "Resin feed below 10%. Refill required within 15 min."
+        },
+        {
+          "id": "andon-3",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Line 1 — Quality Check",
+          "description": "Inline inspection flagged 2 units for review."
+        },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["oee-card", "output-card", "energy-card", "safety-card"]
+        },
+        {
+          "id": "oee-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["oee-head", "oee-progress", "oee-detail"]
+        },
+        {
+          "id": "oee-head",
+          "component": "Heading",
+          "text": "Overall Equipment Effectiveness",
+          "level": "h4"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 82,
+          "label": "OEE 82%"
+        },
+        {
+          "id": "oee-detail",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Availability 91% · Performance 94% · Quality 96%"
+        },
+        {
+          "id": "output-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["output-head", "output-progress", "output-detail"]
+        },
+        {
+          "id": "output-head",
+          "component": "Heading",
+          "text": "Units vs Today's Target",
+          "level": "h4"
+        },
+        {
+          "id": "output-progress",
+          "component": "Progress",
+          "value": 74,
+          "label": "5,920 / 8,000 units"
+        },
+        {
+          "id": "output-detail",
+          "component": "TextContent",
+          "size": "small",
+          "text": "74% of daily target · On pace to hit 7,850"
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["energy-head", "energy-val", "energy-detail"]
+        },
+        {
+          "id": "energy-head",
+          "component": "Heading",
+          "text": "Energy Use Today",
+          "level": "h4"
+        },
+        {
+          "id": "energy-val",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "12,480 kWh"
+        },
+        {
+          "id": "energy-detail",
+          "component": "TextContent",
+          "size": "small",
+          "text": "8% below 30-day average · Peak at 14:00"
+        },
+        {
+          "id": "safety-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["safety-head", "safety-val", "safety-detail"]
+        },
+        {
+          "id": "safety-head",
+          "component": "Heading",
+          "text": "Safety",
+          "level": "h4"
+        },
+        {
+          "id": "safety-val",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "47 days since last incident"
+        },
+        {
+          "id": "safety-detail",
+          "component": "TextContent",
+          "size": "small",
+          "text": "3 recordable incidents this year"
+        },
+
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-lines", "tab-quality", "tab-maintenance", "tab-supply", "tab-analytics"]
+        },
+
+        {
+          "id": "tab-lines",
+          "component": "TabItem",
+          "value": "lines",
+          "trigger": "Production Lines",
+          "content": ["lines-table", "line-focus-card", "shift-compare-card"]
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": ["col-line", "col-rate", "col-status"]
+        },
+        {
+          "id": "col-line",
+          "component": "Col",
+          "label": "Line",
+          "type": "string",
+          "data": ["Line 1 - Molding", "Line 2 - Assembly", "Line 3 - Assembly", "Line 4 - Finishing", "Line 5 - Packaging"]
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Rate (units/hr)",
+          "type": "string",
+          "data": ["420", "0 (stopped)", "395", "410", "380"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Running", "Stopped", "Running", "Running - Low Mat.", "Running"]
+        },
+        {
+          "id": "line-focus-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["focus-head", "focus-form"]
+        },
+        {
+          "id": "focus-head",
+          "component": "Heading",
+          "text": "Focus on a Line",
+          "level": "h4"
+        },
+        {
+          "id": "focus-form",
+          "component": "Form",
+          "name": "line-focus",
+          "fields": ["focus-control"],
+          "buttons": "focus-buttons"
+        },
+        {
+          "id": "focus-control",
+          "component": "FormControl",
+          "label": "Select line to focus dashboard on",
+          "input": "focus-select"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "line",
+          "placeholder": "Choose a line",
+          "items": ["fs1", "fs2", "fs3", "fs4", "fs5"]
+        },
+        {"id": "fs1", "component": "SelectItem", "value": "line1", "label": "Line 1 - Molding"},
+        {"id": "fs2", "component": "SelectItem", "value": "line2", "label": "Line 2 - Assembly"},
+        {"id": "fs3", "component": "SelectItem", "value": "line3", "label": "Line 3 - Assembly"},
+        {"id": "fs4", "component": "SelectItem", "value": "line4", "label": "Line 4 - Finishing"},
+        {"id": "fs5", "component": "SelectItem", "value": "line5", "label": "Line 5 - Packaging"},
+        {
+          "id": "focus-buttons",
+          "component": "Buttons",
+          "buttons": ["focus-submit"]
+        },
+        {
+          "id": "focus-submit",
+          "component": "Button",
+          "label": "Focus Dashboard",
+          "variant": "primary",
+          "action": ["focusLine"]
+        },
+        {
+          "id": "shift-compare-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["shift-head", "shift-chart"]
+        },
+        {
+          "id": "shift-head",
+          "component": "Heading",
+          "text": "Shift Output Comparison",
+          "level": "h4"
+        },
+        {
+          "id": "shift-chart",
+          "component": "BarChart",
+          "labels": ["Shift A", "Shift B", "Shift C"],
+          "series": ["shift-series"],
+          "xLabel": "Shift",
+          "yLabel": "Units"
+        },
+        {
+          "id": "shift-series",
+          "component": "Series",
+          "category": "Units Produced",
+          "values": [5920, 6210, 5480]
+        },
+
+        {
+          "id": "tab-quality",
+          "component": "TabItem",
+          "value": "quality",
+          "trigger": "Quality",
+          "content": ["defect-head", "defect-chart", "hold-head", "hold-table"]
+        },
+        {
+          "id": "defect-head",
+          "component": "Heading",
+          "text": "Defect Rate — Past Month",
+          "level": "h4"
+        },
+        {
+          "id": "defect-chart",
+          "component": "LineChart",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"],
+          "series": ["defect-series"],
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Defect %"
+        },
+        {
+          "id": "defect-series",
+          "component": "Series",
+          "category": "Defect Rate %",
+          "values": [2.4, 1.9, 2.1, 1.6]
+        },
+        {
+          "id": "hold-head",
+          "component": "Heading",
+          "text": "Batches on Quality Hold",
+          "level": "h4"
+        },
+        {
+          "id": "hold-table",
+          "component": "Table",
+          "columns": ["hold-batch", "hold-reason", "hold-qty"]
+        },
+        {
+          "id": "hold-batch",
+          "component": "Col",
+          "label": "Batch",
+          "type": "string",
+          "data": ["B-2291", "B-2288", "B-2274"]
+        },
+        {
+          "id": "hold-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "type": "string",
+          "data": ["Dimensional out of tol.", "Surface defect", "Awaiting lab result"]
+        },
+        {
+          "id": "hold-qty",
+          "component": "Col",
+          "label": "Units",
+          "type": "number",
+          "data": [340, 120, 500]
+        },
+
+        {
+          "id": "tab-maintenance",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "Maintenance",
+          "content": ["maint-due-head", "maint-due-table", "downtime-head", "downtime-chart", "wo-head", "wo-table", "sched-card"]
+        },
+        {
+          "id": "maint-due-head",
+          "component": "Heading",
+          "text": "Machines Due for Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "maint-due-table",
+          "component": "Table",
+          "columns": ["md-machine", "md-due", "md-type"]
+        },
+        {
+          "id": "md-machine",
+          "component": "Col",
+          "label": "Machine",
+          "type": "string",
+          "data": ["Press #4", "Injector #2", "Conveyor B", "Robot Arm #7"]
+        },
+        {
+          "id": "md-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Overdue 2d", "Tomorrow", "In 3 days", "In 6 days"]
+        },
+        {
+          "id": "md-type",
+          "component": "Col",
+          "label": "Type",
+          "type": "string",
+          "data": ["Preventive", "Calibration", "Lubrication", "Inspection"]
+        },
+        {
+          "id": "downtime-head",
+          "component": "Heading",
+          "text": "Downtime by Cause",
+          "level": "h4"
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Mechanical", "Material Shortage", "Changeover", "Operator", "Quality"],
+          "values": [42, 25, 18, 9, 6]
+        },
+        {
+          "id": "wo-head",
+          "component": "Heading",
+          "text": "Open Work Orders",
+          "level": "h4"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": ["wo-id", "wo-desc", "wo-priority"]
+        },
+        {
+          "id": "wo-id",
+          "component": "Col",
+          "label": "WO #",
+          "type": "string",
+          "data": ["WO-5012", "WO-5009", "WO-5001", "WO-4998"]
+        },
+        {
+          "id": "wo-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": ["Replace bearing Press #4", "Recalibrate Injector #2", "Belt tension Conveyor B", "Sensor swap Robot #7"]
+        },
+        {
+          "id": "wo-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["Critical", "High", "Medium", "Low"]
+        },
+        {
+          "id": "sched-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["sched-head", "sched-form"]
+        },
+        {
+          "id": "sched-head",
+          "component": "Heading",
+          "text": "Schedule Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "sched-form",
+          "component": "Form",
+          "name": "schedule-maintenance",
+          "fields": ["sched-machine-ctrl", "sched-date-ctrl"],
+          "buttons": "sched-buttons"
+        },
+        {
+          "id": "sched-machine-ctrl",
+          "component": "FormControl",
+          "label": "Machine",
+          "input": "sched-machine-select"
+        },
+        {
+          "id": "sched-machine-select",
+          "component": "Select",
+          "name": "machine",
+          "placeholder": "Select machine",
+          "items": ["sm1", "sm2", "sm3", "sm4"]
+        },
+        {"id": "sm1", "component": "SelectItem", "value": "press4", "label": "Press #4"},
+        {"id": "sm2", "component": "SelectItem", "value": "inj2", "label": "Injector #2"},
+        {"id": "sm3", "component": "SelectItem", "value": "convb", "label": "Conveyor B"},
+        {"id": "sm4", "component": "SelectItem", "value": "robot7", "label": "Robot Arm #7"},
+        {
+          "id": "sched-date-ctrl",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "sched-date"
+        },
+        {
+          "id": "sched-date",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-buttons",
+          "component": "Buttons",
+          "buttons": ["sched-submit"]
+        },
+        {
+          "id": "sched-submit",
+          "component": "Button",
+          "label": "Schedule",
+          "variant": "primary",
+          "action": ["scheduleMaintenance"]
+        },
+
+        {
+          "id": "tab-supply",
+          "component": "TabItem",
+          "value": "supply",
+          "trigger": "Inventory & Supply",
+          "content": ["stock-head", "stock-steel", "stock-resin", "stock-pack", "deliv-head", "deliv-table"]
+        },
+        {
+          "id": "stock-head",
+          "component": "Heading",
+          "text": "Material Stock Levels",
+          "level": "h4"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Progress",
+          "value": 68,
+          "label": "Steel — 68% (34 t)"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Progress",
+          "value": 22,
+          "label": "Resin — 22% (1.1 t) — LOW"
+        },
+        {
+          "id": "stock-pack",
+          "component": "Progress",
+          "value": 85,
+          "label": "Packaging — 85% (12,700 units)"
+        },
+        {
+          "id": "deliv-head",
+          "component": "Heading",
+          "text": "Supplier Deliveries Due This Week",
+          "level": "h4"
+        },
+        {
+          "id": "deliv-table",
+          "component": "Table",
+          "columns": ["dl-supplier", "dl-material", "dl-day"]
+        },
+        {
+          "id": "dl-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "type": "string",
+          "data": ["SteelCorp", "PolyChem", "PackRight", "SteelCorp"]
+        },
+        {
+          "id": "dl-material",
+          "component": "Col",
+          "label": "Material",
+          "type": "string",
+          "data": ["Steel coil 20t", "Resin 5t", "Cartons 20k", "Steel sheet 15t"]
+        },
+        {
+          "id": "dl-day",
+          "component": "Col",
+          "label": "Due",
+          "type": "string",
+          "data": ["Tue", "Wed (urgent)", "Thu", "Fri"]
+        },
+
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "Analytics",
+          "content": ["an-safety-head", "an-safety-chart", "an-line-head", "an-line-chart"]
+        },
+        {
+          "id": "an-safety-head",
+          "component": "Heading",
+          "text": "Safety Incidents This Year (by month)",
+          "level": "h4"
+        },
+        {
+          "id": "an-safety-chart",
+          "component": "BarChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["an-safety-series"],
+          "xLabel": "Month",
+          "yLabel": "Incidents"
+        },
+        {
+          "id": "an-safety-series",
+          "component": "Series",
+          "category": "Incidents",
+          "values": [1, 0, 1, 0, 0, 1]
+        },
+        {
+          "id": "an-line-head",
+          "component": "Heading",
+          "text": "Line Rate Comparison",
+          "level": "h4"
+        },
+        {
+          "id": "an-line-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"],
+          "series": ["an-line-series"],
+          "xLabel": "Units/hr"
+        },
+        {
+          "id": "an-line-series",
+          "component": "Series",
+          "category": "Rate",
+          "values": [420, 0, 395, 410, 380]
+        },
+
+        {
+          "id": "footer-actions",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["export-btn", "refresh-btn"]
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Shift Report",
+          "variant": "primary",
+          "action": ["exportShiftReport"]
+        },
+        {
+          "id": "refresh-btn",
+          "component": "Button",
+          "label": "Refresh Live Data",
+          "variant": "secondary",
+          "action": ["refreshData"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen console covers all 17 items:
+
+- **KPI row:** OEE (1), units vs target (2), energy today (12), safety (10)
+- **Production Lines tab:** line rate/status table (3), focus-a-line selector (15), shift comparison (9)
+- **Quality tab:** defect rate over the month (4), batches on quality hold (11)
+- **Maintenance tab:** machines due (6), downtime by cause (5), open work orders with priority (13), schedule-maintenance form with machine + date (14)
+- **Inventory & Supply tab:** steel/resin/packaging stock (7), supplier deliveries this week (8)
+- **Andon banner:** live alerts (16)
+- **Footer:** export shift report button (17)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..71237c1e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,149 @@
+Here's a comprehensive operations dashboard for your streaming service, covering all 16 requirements.
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"stream-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"Streaming Ops Center"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"stream-ops","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","kpiRow","regionFocus","chartsTabs","genreTable","deliverySection","opsSection","promoSection","flagsSection"]},
+
+    {"id":"hdr","component":"CardHeader","title":"Streaming Operations Center","subtitle":"Real-time platform health & content performance"},
+
+    {"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiViewers","kpiBuffer","kpiRecClick","kpiDeadSearch"]},
+
+    {"id":"kpiViewers","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiViewersLabel","kpiViewersVal","kpiViewersTag"]},
+    {"id":"kpiViewersLabel","component":"TextContent","text":"Viewers Watching Now","size":"small"},
+    {"id":"kpiViewersVal","component":"Heading","text":"1,284,507","level":"h2"},
+    {"id":"kpiViewersTag","component":"Tag","text":"Live","icon":"activity","variant":"success"},
+
+    {"id":"kpiBuffer","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiBufferLabel","kpiBufferVal","kpiBufferProg"]},
+    {"id":"kpiBufferLabel","component":"TextContent","text":"Buffering Rate","size":"small"},
+    {"id":"kpiBufferVal","component":"Heading","text":"0.42%","level":"h2"},
+    {"id":"kpiBufferProg","component":"Progress","value":4,"label":"Healthy (target < 1%)"},
+
+    {"id":"kpiRecClick","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiRecLabel","kpiRecVal","kpiRecProg"]},
+    {"id":"kpiRecLabel","component":"TextContent","text":"Recommendation Click-Through","size":"small"},
+    {"id":"kpiRecVal","component":"Heading","text":"31.8%","level":"h2"},
+    {"id":"kpiRecProg","component":"Progress","value":32,"label":"CTR on recommended titles"},
+
+    {"id":"kpiDeadSearch","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["kpiDeadLabel","kpiDeadVal","kpiDeadTag"]},
+    {"id":"kpiDeadLabel","component":"TextContent","text":"Searches Without Playback","size":"small"},
+    {"id":"kpiDeadVal","component":"Heading","text":"12.6%","level":"h2"},
+    {"id":"kpiDeadTag","component":"Tag","text":"Watch: dead-end queries","variant":"warning"},
+
+    {"id":"regionFocus","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["regionSelectCtrl","regionApplyBtns"]},
+    {"id":"regionSelectCtrl","component":"FormControl","label":"Focus on Region","input":"regionSelect","hint":"Filter all metrics to a single region"},
+    {"id":"regionSelect","component":"Select","name":"region","placeholder":"All Regions","items":["regAll","regNA","regEU","regAPAC","regLATAM","regMEA"]},
+    {"id":"regAll","component":"SelectItem","value":"all","label":"All Regions"},
+    {"id":"regNA","component":"SelectItem","value":"na","label":"North America"},
+    {"id":"regEU","component":"SelectItem","value":"eu","label":"Europe"},
+    {"id":"regAPAC","component":"SelectItem","value":"apac","label":"Asia-Pacific"},
+    {"id":"regLATAM","component":"SelectItem","value":"latam","label":"Latin America"},
+    {"id":"regMEA","component":"SelectItem","value":"mea","label":"Middle East & Africa"},
+    {"id":"regionApplyBtns","component":"Buttons","buttons":["regionApplyBtn"],"direction":"row"},
+    {"id":"regionApplyBtn","component":"Button","label":"Apply Focus","variant":"primary","action":["focusRegion"]},
+
+    {"id":"chartsTabs","component":"Tabs","items":["tabWatch","tabSubs","tabTop","tabRevenue","tabDevice"]},
+
+    {"id":"tabWatch","component":"TabItem","value":"watch","trigger":"Watch Time (30d)","content":["watchChart"]},
+    {"id":"watchChart","component":"AreaChart","variant":"natural","xLabel":"Day","yLabel":"Million Hours","labels":["Wk1-Mon","Wk1-Wed","Wk1-Fri","Wk2-Mon","Wk2-Wed","Wk2-Fri","Wk3-Mon","Wk3-Wed","Wk3-Fri","Wk4-Mon","Wk4-Wed","Wk4-Fri"],"series":["watchSeries"]},
+    {"id":"watchSeries","component":"Series","category":"Watch Hours (M)","values":[42,45,58,44,48,61,46,50,63,49,53,68]},
+
+    {"id":"tabSubs","component":"TabItem","value":"subs","trigger":"Subscribers","content":["subsChart"]},
+    {"id":"subsChart","component":"BarChart","variant":"grouped","xLabel":"Week","yLabel":"Subscribers (K)","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subsNew","subsCancel"]},
+    {"id":"subsNew","component":"Series","category":"New Subscribers","values":[128,142,135,156]},
+    {"id":"subsCancel","component":"Series","category":"Cancellations","values":[47,52,44,49]},
+
+    {"id":"tabTop","component":"TabItem","value":"top","trigger":"Most-Watched","content":["topChart"]},
+    {"id":"topChart","component":"HorizontalBarChart","xLabel":"Hours Watched (M)","yLabel":"Title","labels":["Crown of Ashes","Neon Drift","The Long Winter","Deep Signal","Harbor Lights","Quiet Storm"],"series":["topSeries"]},
+    {"id":"topSeries","component":"Series","category":"Hours (M)","values":[18.4,15.2,13.9,11.7,9.8,8.3]},
+
+    {"id":"tabRevenue","component":"TabItem","value":"revenue","trigger":"Revenue by Plan","content":["revChart"]},
+    {"id":"revChart","component":"PieChart","variant":"donut","labels":["Premium","Standard","Basic w/ Ads","Annual"],"values":[42,31,15,12]},
+
+    {"id":"tabDevice","component":"TabItem","value":"device","trigger":"Viewing by Device","content":["deviceChart"]},
+    {"id":"deviceChart","component":"PieChart","variant":"pie","labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,27,14,8,5]},
+
+    {"id":"genreTable","component":"Card","variant":"card","direction":"column","gap":"s","children":["genreHdr","genreTbl"]},
+    {"id":"genreHdr","component":"CardHeader","title":"Performance by Genre","subtitle":"Watch hours, completion & trend"},
+    {"id":"genreTbl","component":"Table","columns":["genreCol","genreHoursCol","genreComplCol","genreTrendCol"]},
+    {"id":"genreCol","component":"Col","label":"Genre","type":"string","data":["Drama","Sci-Fi","Comedy","Documentary","Thriller","Kids"]},
+    {"id":"genreHoursCol","component":"Col","label":"Hours (M)","type":"number","data":[58.2,44.1,39.7,22.5,31.8,18.9]},
+    {"id":"genreComplCol","component":"Col","label":"Completion %","type":"number","data":[74,68,61,55,71,82]},
+    {"id":"genreTrendCol","component":"Col","label":"MoM Change %","type":"number","data":[5.2,8.9,-1.4,3.1,6.7,2.2]},
+
+    {"id":"deliverySection","component":"Card","variant":"card","direction":"column","gap":"s","children":["deliveryHdr","deliveryTbl"]},
+    {"id":"deliveryHdr","component":"CardHeader","title":"Delivery Health by Region","subtitle":"CDN performance & error rates"},
+    {"id":"deliveryTbl","component":"Table","columns":["delRegionCol","delUptimeCol","delLatencyCol","delErrCol","delStatusCol"]},
+    {"id":"delRegionCol","component":"Col","label":"Region","type":"string","data":["North America","Europe","Asia-Pacific","Latin America","Middle East & Africa"]},
+    {"id":"delUptimeCol","component":"Col","label":"Uptime %","type":"number","data":[99.98,99.95,99.91,99.87,99.79]},
+    {"id":"delLatencyCol","component":"Col","label":"Avg Latency (ms)","type":"number","data":[38,42,61,74,98]},
+    {"id":"delErrCol","component":"Col","label":"Error Rate %","type":"number","data":[0.03,0.05,0.09,0.14,0.21]},
+    {"id":"delStatusCol","component":"Col","label":"Status","type":"string","data":["Healthy","Healthy","Healthy","Degraded","Degraded"]},
+
+    {"id":"opsSection","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["releasesCard","licensesCard"]},
+
+    {"id":"releasesCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["releasesHdr","releasesList"]},
+    {"id":"releasesHdr","component":"CardHeader","title":"Releases Coming This Month","subtitle":"Scheduled premieres"},
+    {"id":"releasesList","component":"ListBlock","variant":"number","items":["rel1","rel2","rel3","rel4"]},
+    {"id":"rel1","component":"ListItem","title":"Crown of Ashes: Season 2","subtitle":"Drama · Premieres Jun 8","actionLabel":"Details"},
+    {"id":"rel2","component":"ListItem","title":"Orbital","subtitle":"Sci-Fi Film · Premieres Jun 14","actionLabel":"Details"},
+    {"id":"rel3","component":"ListItem","title":"Kitchen Wars: Finale","subtitle":"Reality · Premieres Jun 21","actionLabel":"Details"},
+    {"id":"rel4","component":"ListItem","title":"The Hollow Coast","subtitle":"Thriller · Premieres Jun 28","actionLabel":"Details"},
+
+    {"id":"licensesCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["licensesHdr","licensesTbl"]},
+    {"id":"licensesHdr","component":"CardHeader","title":"Licenses Expiring Soon","subtitle":"Renewal decisions needed"},
+    {"id":"licensesTbl","component":"Table","columns":["licTitleCol","licExpiryCol","licHoursCol"]},
+    {"id":"licTitleCol","component":"Col","label":"Title","type":"string","data":["Midnight Runners","The Glass House","Echoes of Tomorrow","City of Wolves"]},
+    {"id":"licExpiryCol","component":"Col","label":"Expires","type":"string","data":["Jun 12","Jun 19","Jun 25","Jun 30"]},
+    {"id":"licHoursCol","component":"Col","label":"Hours (M)","type":"number","data":[6.1,4.8,3.2,7.4]},
+
+    {"id":"promoSection","component":"Card","variant":"card","direction":"column","gap":"s","children":["promoHdr","promoForm"]},
+    {"id":"promoHdr","component":"CardHeader","title":"Promote a Title on Home Screen","subtitle":"Feature a title in the hero spotlight"},
+    {"id":"promoForm","component":"Form","name":"promoteTitle","buttons":"promoBtns","fields":["promoTitleCtrl","promoSlotCtrl","promoDateCtrl","promoNoteCtrl"]},
+    {"id":"promoTitleCtrl","component":"FormControl","label":"Title to Promote","input":"promoTitleInput","hint":"Search catalog by title name"},
+    {"id":"promoTitleInput","component":"Input","name":"promoTitle","type":"text","placeholder":"e.g. Crown of Ashes: Season 2"},
+    {"id":"promoSlotCtrl","component":"FormControl","label":"Home Screen Slot","input":"promoSlotSelect"},
+    {"id":"promoSlotSelect","component":"Select","name":"slot","placeholder":"Select placement","items":["slotHero","slotTrending","slotBanner","slotRow"]},
+    {"id":"slotHero","component":"SelectItem","value":"hero","label":"Hero Spotlight (Top Banner)"},
+    {"id":"slotTrending","component":"SelectItem","value":"trending","label":"Trending Now Row"},
+    {"id":"slotBanner","component":"SelectItem","value":"banner","label":"Mid-Page Banner"},
+    {"id":"slotRow","component":"SelectItem","value":"row","label":"Featured Row"},
+    {"id":"promoDateCtrl","component":"FormControl","label":"Promotion Window","input":"promoDate"},
+    {"id":"promoDate","component":"DatePicker","name":"window","mode":"range"},
+    {"id":"promoNoteCtrl","component":"FormControl","label":"Promo Note","input":"promoNote","hint":"Optional internal note"},
+    {"id":"promoNote","component":"TextArea","name":"note","placeholder":"Reason for promotion, target audience, etc.","rows":2},
+    {"id":"promoBtns","component":"Buttons","buttons":["promoSubmit","promoPreview"],"direction":"row"},
+    {"id":"promoSubmit","component":"Button","label":"Promote Title","variant":"primary","action":["submitPromo"]},
+    {"id":"promoPreview","component":"Button","label":"Preview","variant":"secondary","action":["previewPromo"]},
+
+    {"id":"flagsSection","component":"Card","variant":"card","direction":"column","gap":"s","children":["flagsHdr","flagsSwitches"]},
+    {"id":"flagsHdr","component":"CardHeader","title":"Feature Flags","subtitle":"Toggle platform features live"},
+    {"id":"flagsSwitches","component":"SwitchGroup","name":"featureFlags","variant":"sunk","items":["flagRec","flagAds","flag4k","flagDownloads","flagLive","flagBeta"]},
+    {"id":"flagRec","component":"SwitchItem","name":"newRecEngine","label":"New Recommendation Engine","description":"ML-based personalization v3","defaultChecked":true},
+    {"id":"flagAds","component":"SwitchItem","name":"adTier","label":"Ad-Supported Tier","description":"Enable ads on Basic plan","defaultChecked":true},
+    {"id":"flag4k","component":"SwitchItem","name":"uhd4k","label":"4K UHD Streaming","description":"Premium plan only","defaultChecked":true},
+    {"id":"flagDownloads","component":"SwitchItem","name":"offlineDownloads","label":"Offline Downloads","description":"Mobile download support","defaultChecked":false},
+    {"id":"flagLive","component":"SwitchItem","name":"liveEvents","label":"Live Events","description":"Live sports & concerts","defaultChecked":false},
+    {"id":"flagBeta","component":"SwitchItem","name":"betaWatchParty","label":"Watch Party (Beta)","description":"Synchronized group viewing","defaultChecked":false}
+  ]}}
+]
+</a2ui-json>
+
+This single-screen dashboard covers all 16 requirements:
+
+1. **Viewers now** — live KPI card (1.28M)
+2. **Most-watched titles with hours** — horizontal bar chart in the "Most-Watched" tab
+3. **Watch time past month** — 30-day area chart
+4. **New subs vs cancellations** — grouped bar chart in the "Subscribers" tab
+5. **Performance by genre** — genre table with hours, completion & trend
+6. **Buffering rate** — KPI card with progress indicator (0.42%)
+7. **Delivery health by region** — table with uptime, latency, error rate & status
+8. **Releases this month** — numbered list of premieres
+9. **Licenses expiring soon** — table with expiry dates
+10. **Recommendation click-through** — KPI card (31.8%)
+11. **Searches without playback** — KPI card (12.6%)
+12. **Revenue by plan** — donut chart tab
+13. **Viewing by device** — pie chart tab
+14. **Focus on one region** — region selector with apply button
+15. **Feature flags with state** — switch group with per-flag toggles
+16. **Promote a title** — form with title, slot, date range & note
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..5faffa782
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,175 @@
+Here's a comprehensive operations room dashboard covering all 16 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#E50914", "agentDisplayName": "StreamOps" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-room",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header", "kpiRow", "regionFocus", "tabs", "opsRow", "actionsRow"] },
+
+        { "id": "header", "component": "CardHeader", "title": "Streaming Operations Room", "subtitle": "Live network overview — real-time performance, delivery health & content ops" },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["kpiViewers", "kpiBuffer", "kpiRecCtr", "kpiFailedSearch"] },
+
+        { "id": "kpiViewers", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiViewersLabel", "kpiViewersVal", "kpiViewersTag"] },
+        { "id": "kpiViewersLabel", "component": "TextContent", "text": "Viewers Watching Now", "size": "small-heavy" },
+        { "id": "kpiViewersVal", "component": "Heading", "text": "1,284,905", "level": "h2" },
+        { "id": "kpiViewersTag", "component": "Tag", "text": "+4.2% vs 1h ago", "variant": "success", "size": "sm" },
+
+        { "id": "kpiBuffer", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiBufferLabel", "kpiBufferVal", "kpiBufferBar"] },
+        { "id": "kpiBufferLabel", "component": "TextContent", "text": "Buffering Rate", "size": "small-heavy" },
+        { "id": "kpiBufferVal", "component": "Heading", "text": "0.83%", "level": "h2" },
+        { "id": "kpiBufferBar", "component": "Progress", "value": 8, "label": "Target < 1.5%" },
+
+        { "id": "kpiRecCtr", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiRecLabel", "kpiRecVal", "kpiRecTag"] },
+        { "id": "kpiRecLabel", "component": "TextContent", "text": "Recommendation CTR", "size": "small-heavy" },
+        { "id": "kpiRecVal", "component": "Heading", "text": "31.6%", "level": "h2" },
+        { "id": "kpiRecTag", "component": "Tag", "text": "clicks per surfaced title", "variant": "info", "size": "sm" },
+
+        { "id": "kpiFailedSearch", "component": "Card", "variant": "sunk", "direction": "column", "gap": "xs", "weight": 1, "children": ["kpiFailLabel", "kpiFailVal", "kpiFailTag"] },
+        { "id": "kpiFailLabel", "component": "TextContent", "text": "Searches w/o Playback", "size": "small-heavy" },
+        { "id": "kpiFailVal", "component": "Heading", "text": "12.4%", "level": "h2" },
+        { "id": "kpiFailTag", "component": "Tag", "text": "abandoned searches", "variant": "warning", "size": "sm" },
+
+        { "id": "regionFocus", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "end", "children": ["regionSelectCtrl", "regionApplyBtn"] },
+        { "id": "regionSelectCtrl", "component": "FormControl", "label": "Focus on Region", "hint": "Filter all metrics to a single region", "input": "regionSelect" },
+        { "id": "regionSelect", "component": "Select", "name": "region", "placeholder": "All regions", "value": "all", "items": ["regAll", "regNA", "regEU", "regLATAM", "regAPAC", "regMEA"] },
+        { "id": "regAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "regNA", "component": "SelectItem", "value": "na", "label": "North America" },
+        { "id": "regEU", "component": "SelectItem", "value": "eu", "label": "Europe" },
+        { "id": "regLATAM", "component": "SelectItem", "value": "latam", "label": "Latin America" },
+        { "id": "regAPAC", "component": "SelectItem", "value": "apac", "label": "Asia-Pacific" },
+        { "id": "regMEA", "component": "SelectItem", "value": "mea", "label": "Middle East & Africa" },
+        { "id": "regionApplyBtn", "component": "Button", "label": "Apply Focus", "variant": "primary", "action": ["applyRegionFocus"] },
+
+        { "id": "tabs", "component": "Tabs", "items": ["tabContent", "tabAudience", "tabDelivery"] },
+
+        { "id": "tabContent", "component": "TabItem", "value": "content", "trigger": "Content & Engagement", "content": ["topTitlesCard", "watchTimeCard", "genrePerfCard"] },
+
+        { "id": "topTitlesCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["topTitlesHead", "topTitlesTable"] },
+        { "id": "topTitlesHead", "component": "CardHeader", "title": "Most-Watched Titles", "subtitle": "Hours watched today" },
+        { "id": "topTitlesTable", "component": "Table", "columns": ["colTitle", "colHours", "colTrend"] },
+        { "id": "colTitle", "component": "Col", "label": "Title", "type": "string", "data": ["Midnight Protocol", "The Last Harvest", "Neon Detectives", "Crown of Ash", "Deep Blue Silence"] },
+        { "id": "colHours", "component": "Col", "label": "Hours Watched", "type": "number", "data": [842000, 715400, 604200, 588100, 421700] },
+        { "id": "colTrend", "component": "Col", "label": "Trend", "type": "string", "data": ["▲ 12%", "▲ 5%", "▼ 3%", "▲ 21%", "▼ 8%"] },
+
+        { "id": "watchTimeCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["watchTimeHead", "watchTimeChart"] },
+        { "id": "watchTimeHead", "component": "CardHeader", "title": "Watch Time — Past Month", "subtitle": "Total hours streamed (millions)" },
+        { "id": "watchTimeChart", "component": "AreaChart", "variant": "natural", "xLabel": "Week", "yLabel": "Hours (M)", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"], "series": ["watchSeries"] },
+        { "id": "watchSeries", "component": "Series", "category": "Watch Hours", "values": [118.2, 124.6, 131.9, 142.3] },
+
+        { "id": "genrePerfCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["genreHead", "genreChart"] },
+        { "id": "genreHead", "component": "CardHeader", "title": "Performance by Genre", "subtitle": "Share of total watch time" },
+        { "id": "genreChart", "component": "HorizontalBarChart", "xLabel": "Watch hours (M)", "yLabel": "Genre", "labels": ["Drama", "Action", "Comedy", "Documentary", "Sci-Fi", "Kids"], "series": ["genreSeries"] },
+        { "id": "genreSeries", "component": "Series", "category": "Watch Hours", "values": [46.1, 38.7, 29.4, 18.2, 22.9, 15.3] },
+
+        { "id": "tabAudience", "component": "TabItem", "value": "audience", "trigger": "Audience & Revenue", "content": ["subsCard", "revenueCard", "deviceCard"] },
+
+        { "id": "subsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["subsHead", "subsChart"] },
+        { "id": "subsHead", "component": "CardHeader", "title": "New Subscribers vs Cancellations", "subtitle": "Net growth over 4 weeks" },
+        { "id": "subsChart", "component": "BarChart", "variant": "grouped", "xLabel": "Week", "yLabel": "Accounts (K)", "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4"], "series": ["subNew", "subCancel"] },
+        { "id": "subNew", "component": "Series", "category": "New Subscribers", "values": [212, 198, 241, 267] },
+        { "id": "subCancel", "component": "Series", "category": "Cancellations", "values": [96, 104, 88, 92] },
+
+        { "id": "revenueCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["revenueHead", "revenueChart"] },
+        { "id": "revenueHead", "component": "CardHeader", "title": "Revenue Split by Plan", "subtitle": "Monthly recurring revenue" },
+        { "id": "revenueChart", "component": "PieChart", "variant": "donut", "labels": ["Premium 4K", "Standard HD", "Basic", "Ad-Supported"], "values": [42.5, 31.2, 14.8, 11.5] },
+
+        { "id": "deviceCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["deviceHead", "deviceChart"] },
+        { "id": "deviceHead", "component": "CardHeader", "title": "Viewing Split by Device", "subtitle": "Share of active streams" },
+        { "id": "deviceChart", "component": "PieChart", "variant": "pie", "labels": ["Smart TV", "Mobile", "Web", "Console", "Tablet"], "values": [48.3, 22.1, 15.4, 8.7, 5.5] },
+
+        { "id": "tabDelivery", "component": "TabItem", "value": "delivery", "trigger": "Delivery & Content Ops", "content": ["regionHealthCard", "releasesCard", "licensesCard"] },
+
+        { "id": "regionHealthCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["regionHealthHead", "regionHealthTable"] },
+        { "id": "regionHealthHead", "component": "CardHeader", "title": "Delivery Health by Region", "subtitle": "CDN status & error rates" },
+        { "id": "regionHealthTable", "component": "Table", "columns": ["rhRegion", "rhStatus", "rhLatency", "rhError"] },
+        { "id": "rhRegion", "component": "Col", "label": "Region", "type": "string", "data": ["North America", "Europe", "Latin America", "Asia-Pacific", "Middle East & Africa"] },
+        { "id": "rhStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Healthy", "Healthy", "Degraded", "Healthy", "Warning"] },
+        { "id": "rhLatency", "component": "Col", "label": "Avg Latency (ms)", "type": "number", "data": [42, 58, 121, 74, 96] },
+        { "id": "rhError", "component": "Col", "label": "Error Rate", "type": "string", "data": ["0.11%", "0.19%", "1.42%", "0.28%", "0.71%"] },
+
+        { "id": "releasesCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["releasesHead", "releasesList"] },
+        { "id": "releasesHead", "component": "CardHeader", "title": "Releases Coming This Month", "subtitle": "Scheduled content drops" },
+        { "id": "releasesList", "component": "ListBlock", "variant": "number", "items": ["rel1", "rel2", "rel3", "rel4"] },
+        { "id": "rel1", "component": "ListItem", "title": "Midnight Protocol — Season 2", "subtitle": "Mar 8 · Original Series" },
+        { "id": "rel2", "component": "ListItem", "title": "The Cartographer", "subtitle": "Mar 15 · Feature Film" },
+        { "id": "rel3", "component": "ListItem", "title": "Wild Frontiers", "subtitle": "Mar 22 · Documentary" },
+        { "id": "rel4", "component": "ListItem", "title": "Laugh Track Live", "subtitle": "Mar 29 · Comedy Special" },
+
+        { "id": "licensesCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "children": ["licensesHead", "licensesTable"] },
+        { "id": "licensesHead", "component": "CardHeader", "title": "Licenses Expiring Soon", "subtitle": "Renewal decisions required" },
+        { "id": "licensesTable", "component": "Table", "columns": ["licTitle", "licExpiry", "licStatus"] },
+        { "id": "licTitle", "component": "Col", "label": "Title", "type": "string", "data": ["Echoes of Tomorrow", "The Grand Heist", "Coastal Lines", "Quantum Days"] },
+        { "id": "licExpiry", "component": "Col", "label": "Expires", "type": "string", "data": ["Mar 12", "Mar 20", "Mar 27", "Apr 2"] },
+        { "id": "licStatus", "component": "Col", "label": "Status", "type": "string", "data": ["Under Review", "At Risk", "Renewing", "At Risk"] },
+
+        { "id": "opsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["flagsCard"] },
+
+        { "id": "flagsCard", "component": "Card", "variant": "sunk", "direction": "column", "gap": "s", "weight": 1, "children": ["flagsHead", "flagsSwitches"] },
+        { "id": "flagsHead", "component": "CardHeader", "title": "Feature Flags", "subtitle": "Live rollout toggles" },
+        { "id": "flagsSwitches", "component": "SwitchGroup", "name": "featureFlags", "variant": "card", "value": ["new_player_ui", "adaptive_bitrate"], "items": ["flag1", "flag2", "flag3", "flag4"] },
+        { "id": "flag1", "component": "SwitchItem", "name": "new_player_ui", "label": "New Player UI", "description": "Redesigned playback controls · 100% rollout", "defaultChecked": true },
+        { "id": "flag2", "component": "SwitchItem", "name": "adaptive_bitrate", "label": "Adaptive Bitrate v3", "description": "Improved buffering algorithm · enabled", "defaultChecked": true },
+        { "id": "flag3", "component": "SwitchItem", "name": "ai_recommendations", "label": "AI Recommendations", "description": "ML-driven home rows · 20% canary", "defaultChecked": false },
+        { "id": "flag4", "component": "SwitchItem", "name": "watch_party", "label": "Watch Party Beta", "description": "Synchronized group viewing · disabled", "defaultChecked": false },
+
+        { "id": "actionsRow", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "children": ["promoDialog"] },
+        { "id": "promoDialog", "component": "DialogBlock", "triggerLabel": "Promote a Title on Home Screen", "triggerVariant": "default", "title": "Promote Title", "description": "Feature a title in the home screen hero banner", "content": ["promoForm"] },
+        { "id": "promoForm", "component": "Form", "name": "promoteTitle", "buttons": "promoButtons", "fields": ["promoTitleCtrl", "promoSlotCtrl", "promoDatesCtrl", "promoRegionCtrl"] },
+        { "id": "promoTitleCtrl", "component": "FormControl", "label": "Title to Promote", "input": "promoTitleInput" },
+        { "id": "promoTitleInput", "component": "Input", "name": "promoTitle", "type": "text", "placeholder": "e.g. Midnight Protocol — Season 2" },
+        { "id": "promoSlotCtrl", "component": "FormControl", "label": "Placement Slot", "input": "promoSlotSelect" },
+        { "id": "promoSlotSelect", "component": "Select", "name": "promoSlot", "placeholder": "Choose slot", "items": ["slotHero", "slotRow1", "slotSpotlight"] },
+        { "id": "slotHero", "component": "SelectItem", "value": "hero", "label": "Hero Banner (top)" },
+        { "id": "slotRow1", "component": "SelectItem", "value": "row1", "label": "Trending Row #1" },
+        { "id": "slotSpotlight", "component": "SelectItem", "value": "spotlight", "label": "Spotlight Carousel" },
+        { "id": "promoDatesCtrl", "component": "FormControl", "label": "Promotion Window", "input": "promoDates" },
+        { "id": "promoDates", "component": "DatePicker", "name": "promoDates", "mode": "range" },
+        { "id": "promoRegionCtrl", "component": "FormControl", "label": "Target Region", "hint": "Leave as All to promote network-wide", "input": "promoRegionSelect" },
+        { "id": "promoRegionSelect", "component": "Select", "name": "promoRegion", "value": "all", "items": ["pRegAll", "pRegNA", "pRegEU", "pRegLATAM", "pRegAPAC", "pRegMEA"] },
+        { "id": "pRegAll", "component": "SelectItem", "value": "all", "label": "All Regions" },
+        { "id": "pRegNA", "component": "SelectItem", "value": "na", "label": "North America" },
+        { "id": "pRegEU", "component": "SelectItem", "value": "eu", "label": "Europe" },
+        { "id": "pRegLATAM", "component": "SelectItem", "value": "latam", "label": "Latin America" },
+        { "id": "pRegAPAC", "component": "SelectItem", "value": "apac", "label": "Asia-Pacific" },
+        { "id": "pRegMEA", "component": "SelectItem", "value": "mea", "label": "Middle East & Africa" },
+        { "id": "promoButtons", "component": "Buttons", "buttons": ["promoSubmit", "promoCancel"] },
+        { "id": "promoSubmit", "component": "Button", "label": "Publish Promotion", "variant": "primary", "action": ["publishPromotion"] },
+        { "id": "promoCancel", "component": "Button", "label": "Cancel", "variant": "tertiary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers every numbered requirement:
+
+1. **Viewers watching now** — live KPI card (1.28M)
+2. **Most-watched titles + hours** — table under Content tab
+3. **Watch time past month** — area chart, weekly trend
+4. **New subscribers vs cancellations** — grouped bar chart under Audience tab
+5. **Performance by genre** — horizontal bar chart
+6. **Buffering rate** — KPI card with progress-to-target bar
+7. **Delivery health by region** — status table under Delivery tab
+8. **Releases this month** — numbered list
+9. **Licenses expiring soon** — table with renewal status
+10. **Recommendation CTR** — KPI card (31.6%)
+11. **Searches without playback** — KPI card (12.4%)
+12. **Revenue split by plan** — donut chart
+13. **Viewing split by device** — pie chart
+14. **Focus on one region** — region Select + Apply Focus button near the top
+15. **Feature flags with state** — SwitchGroup showing each flag's on/off state
+16. **Promote a title** — dialog-launched form (title, slot, window, region)
+
+The metrics are grouped into three tabs (Content, Audience/Revenue, Delivery/Ops) to keep the operations room scannable, with the always-visible KPI strip and region focus at the top.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..ffc1aa713
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,904 @@
+Here's a comprehensive operations dashboard covering all 16 requirements for your streaming service's operations room.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ops-room",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ops-room",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpiRow", "regionFocus", "tabs"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Streaming Operations Room",
+          "subtitle": "Live platform health, content performance & business metrics"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiViewers", "kpiBuffer", "kpiCTR", "kpiDeadSearch"]
+        },
+        {
+          "id": "kpiViewers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiViewersLabel", "kpiViewersValue", "kpiViewersTag"]
+        },
+        {
+          "id": "kpiViewersLabel",
+          "component": "TextContent",
+          "text": "Viewers Watching Now",
+          "size": "small"
+        },
+        {
+          "id": "kpiViewersValue",
+          "component": "Heading",
+          "text": "1,284,930",
+          "level": "h2"
+        },
+        {
+          "id": "kpiViewersTag",
+          "component": "Tag",
+          "text": "+4.2% vs 1h ago",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpiBuffer",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiBufferLabel", "kpiBufferValue", "kpiBufferTag"]
+        },
+        {
+          "id": "kpiBufferLabel",
+          "component": "TextContent",
+          "text": "Buffering Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpiBufferValue",
+          "component": "Heading",
+          "text": "0.83%",
+          "level": "h2"
+        },
+        {
+          "id": "kpiBufferTag",
+          "component": "Tag",
+          "text": "Within target",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpiCTR",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCTRLabel", "kpiCTRValue", "kpiCTRTag"]
+        },
+        {
+          "id": "kpiCTRLabel",
+          "component": "TextContent",
+          "text": "Recommendation Click Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpiCTRValue",
+          "component": "Heading",
+          "text": "18.6%",
+          "level": "h2"
+        },
+        {
+          "id": "kpiCTRTag",
+          "component": "Tag",
+          "text": "+1.1 pts",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "kpiDeadSearch",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiDeadSearchLabel", "kpiDeadSearchValue", "kpiDeadSearchTag"]
+        },
+        {
+          "id": "kpiDeadSearchLabel",
+          "component": "TextContent",
+          "text": "Searches Without Playback",
+          "size": "small"
+        },
+        {
+          "id": "kpiDeadSearchValue",
+          "component": "Heading",
+          "text": "12.4%",
+          "level": "h2"
+        },
+        {
+          "id": "kpiDeadSearchTag",
+          "component": "Tag",
+          "text": "Needs attention",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "regionFocus",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["regionFocusLabel", "regionSelect", "regionBtn"]
+        },
+        {
+          "id": "regionFocusLabel",
+          "component": "TextContent",
+          "text": "**Focus on a region** to filter delivery & viewership metrics:",
+          "size": "default"
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "focusRegion",
+          "placeholder": "All Regions",
+          "value": "all",
+          "items": ["regNA", "regEU", "regLATAM", "regAPAC", "regMEA"]
+        },
+        {
+          "id": "regNA",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America"
+        },
+        {
+          "id": "regEU",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe"
+        },
+        {
+          "id": "regLATAM",
+          "component": "SelectItem",
+          "value": "latam",
+          "label": "Latin America"
+        },
+        {
+          "id": "regAPAC",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia Pacific"
+        },
+        {
+          "id": "regMEA",
+          "component": "SelectItem",
+          "value": "mea",
+          "label": "Middle East & Africa"
+        },
+        {
+          "id": "regionBtn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "primary",
+          "action": [{ "call": "applyRegionFocus", "args": { "region": { "path": "/focusRegion" } } }]
+        },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tabContent", "tabHealth", "tabBusiness", "tabPipeline", "tabControls"]
+        },
+        {
+          "id": "tabContent",
+          "component": "TabItem",
+          "value": "content",
+          "trigger": "Content Performance",
+          "content": ["topTitlesCard", "watchTimeCard", "genreCard"]
+        },
+        {
+          "id": "topTitlesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["topTitlesHeader", "topTitlesTable"]
+        },
+        {
+          "id": "topTitlesHeader",
+          "component": "CardHeader",
+          "title": "Most-Watched Titles",
+          "subtitle": "Hours watched (last 24h)"
+        },
+        {
+          "id": "topTitlesTable",
+          "component": "Table",
+          "columns": ["colTitle", "colHours", "colTrend"]
+        },
+        {
+          "id": "colTitle",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["Midnight Signal", "The Last Archive", "Crown of Ash", "Neon Harbor", "Deep Field", "Paper Kingdom"]
+        },
+        {
+          "id": "colHours",
+          "component": "Col",
+          "label": "Hours Watched",
+          "type": "number",
+          "data": [842300, 731900, 688400, 512200, 470100, 401500]
+        },
+        {
+          "id": "colTrend",
+          "component": "Col",
+          "label": "Trend",
+          "type": "string",
+          "data": ["▲ +8%", "▲ +3%", "▼ -2%", "▲ +14%", "▬ 0%", "▼ -5%"]
+        },
+        {
+          "id": "watchTimeCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["watchTimeHeader", "watchTimeChart"]
+        },
+        {
+          "id": "watchTimeHeader",
+          "component": "CardHeader",
+          "title": "Watch Time — Past Month",
+          "subtitle": "Total hours streamed per day (millions)"
+        },
+        {
+          "id": "watchTimeChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Day",
+          "yLabel": "Hours (M)",
+          "labels": ["W1-M", "W1-W", "W1-F", "W2-M", "W2-W", "W2-F", "W3-M", "W3-W", "W3-F", "W4-M", "W4-W", "W4-F"],
+          "series": ["watchTimeSeries"]
+        },
+        {
+          "id": "watchTimeSeries",
+          "component": "Series",
+          "category": "Watch Hours",
+          "values": [41.2, 38.9, 52.4, 43.1, 40.7, 55.8, 45.6, 42.3, 58.1, 47.9, 44.2, 61.5]
+        },
+        {
+          "id": "genreCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["genreHeader", "genreChart"]
+        },
+        {
+          "id": "genreHeader",
+          "component": "CardHeader",
+          "title": "Performance by Genre",
+          "subtitle": "Engagement across content categories"
+        },
+        {
+          "id": "genreChart",
+          "component": "RadarChart",
+          "labels": ["Drama", "Comedy", "Action", "Documentary", "Thriller", "Sci-Fi"],
+          "series": ["genreSeriesWatch", "genreSeriesComplete"]
+        },
+        {
+          "id": "genreSeriesWatch",
+          "component": "Series",
+          "category": "Watch Share",
+          "values": [88, 72, 81, 54, 76, 69]
+        },
+        {
+          "id": "genreSeriesComplete",
+          "component": "Series",
+          "category": "Completion %",
+          "values": [79, 65, 74, 61, 82, 71]
+        },
+        {
+          "id": "tabHealth",
+          "component": "TabItem",
+          "value": "health",
+          "trigger": "Delivery Health",
+          "content": ["bufferCard", "regionHealthCard", "deviceCard"]
+        },
+        {
+          "id": "bufferCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bufferHeader", "bufferProgress", "bufferChart"]
+        },
+        {
+          "id": "bufferHeader",
+          "component": "CardHeader",
+          "title": "Buffering Rate",
+          "subtitle": "Percentage of sessions experiencing rebuffering"
+        },
+        {
+          "id": "bufferProgress",
+          "component": "Progress",
+          "value": 8,
+          "label": "Current: 0.83% (target < 1.5%)"
+        },
+        {
+          "id": "bufferChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Hour",
+          "yLabel": "Buffer %",
+          "labels": ["00", "04", "08", "12", "16", "20", "23"],
+          "series": ["bufferSeries"]
+        },
+        {
+          "id": "bufferSeries",
+          "component": "Series",
+          "category": "Buffering Rate",
+          "values": [0.6, 0.5, 0.7, 0.9, 1.1, 1.4, 0.83]
+        },
+        {
+          "id": "regionHealthCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["regionHealthHeader", "regionHealthTable"]
+        },
+        {
+          "id": "regionHealthHeader",
+          "component": "CardHeader",
+          "title": "Delivery Health by Region",
+          "subtitle": "CDN performance & availability"
+        },
+        {
+          "id": "regionHealthTable",
+          "component": "Table",
+          "columns": ["rhRegion", "rhUptime", "rhLatency", "rhStatus"]
+        },
+        {
+          "id": "rhRegion",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": ["North America", "Europe", "Latin America", "Asia Pacific", "Middle East & Africa"]
+        },
+        {
+          "id": "rhUptime",
+          "component": "Col",
+          "label": "Uptime %",
+          "type": "number",
+          "data": [99.98, 99.95, 99.87, 99.91, 99.72]
+        },
+        {
+          "id": "rhLatency",
+          "component": "Col",
+          "label": "Avg Latency (ms)",
+          "type": "number",
+          "data": [42, 58, 91, 76, 134]
+        },
+        {
+          "id": "rhStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Healthy", "Healthy", "Healthy", "Healthy", "Degraded"]
+        },
+        {
+          "id": "deviceCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["deviceHeader", "deviceChart"]
+        },
+        {
+          "id": "deviceHeader",
+          "component": "CardHeader",
+          "title": "Viewing Split by Device",
+          "subtitle": "Share of active sessions"
+        },
+        {
+          "id": "deviceChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "appearance": "circular",
+          "labels": ["Smart TV", "Mobile", "Web Browser", "Tablet", "Game Console"],
+          "values": [46, 28, 14, 7, 5]
+        },
+        {
+          "id": "tabBusiness",
+          "component": "TabItem",
+          "value": "business",
+          "trigger": "Business Metrics",
+          "content": ["subsCard", "revenueCard", "engagementCard"]
+        },
+        {
+          "id": "subsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["subsHeader", "subsChart"]
+        },
+        {
+          "id": "subsHeader",
+          "component": "CardHeader",
+          "title": "New Subscribers vs Cancellations",
+          "subtitle": "Weekly, this month"
+        },
+        {
+          "id": "subsChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["subsNew", "subsCancel"]
+        },
+        {
+          "id": "subsNew",
+          "component": "Series",
+          "category": "New Subscribers",
+          "values": [48200, 51900, 46700, 53400]
+        },
+        {
+          "id": "subsCancel",
+          "component": "Series",
+          "category": "Cancellations",
+          "values": [21400, 19800, 23100, 20600]
+        },
+        {
+          "id": "revenueCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["revenueHeader", "revenueChart"]
+        },
+        {
+          "id": "revenueHeader",
+          "component": "CardHeader",
+          "title": "Revenue Split by Plan",
+          "subtitle": "Monthly recurring revenue share"
+        },
+        {
+          "id": "revenueChart",
+          "component": "PieChart",
+          "variant": "pie",
+          "appearance": "circular",
+          "labels": ["Premium 4K", "Standard HD", "Basic", "Ad-Supported"],
+          "values": [44, 31, 15, 10]
+        },
+        {
+          "id": "engagementCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["ctrBlock", "deadSearchBlock"]
+        },
+        {
+          "id": "ctrBlock",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["ctrTitle", "ctrValue", "ctrProgress"]
+        },
+        {
+          "id": "ctrTitle",
+          "component": "TextContent",
+          "text": "Recommendation Click-Through Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "ctrValue",
+          "component": "Heading",
+          "text": "18.6%",
+          "level": "h3"
+        },
+        {
+          "id": "ctrProgress",
+          "component": "Progress",
+          "value": 62,
+          "label": "of clicks lead to playback"
+        },
+        {
+          "id": "deadSearchBlock",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["deadTitle", "deadValue", "deadProgress"]
+        },
+        {
+          "id": "deadTitle",
+          "component": "TextContent",
+          "text": "Searches Ending Without Playback",
+          "size": "small-heavy"
+        },
+        {
+          "id": "deadValue",
+          "component": "Heading",
+          "text": "12.4%",
+          "level": "h3"
+        },
+        {
+          "id": "deadProgress",
+          "component": "Progress",
+          "value": 12,
+          "label": "of searches abandoned (target < 8%)"
+        },
+        {
+          "id": "tabPipeline",
+          "component": "TabItem",
+          "value": "pipeline",
+          "trigger": "Content Pipeline",
+          "content": ["releasesCard", "licensesCard"]
+        },
+        {
+          "id": "releasesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["releasesHeader", "releasesList"]
+        },
+        {
+          "id": "releasesHeader",
+          "component": "CardHeader",
+          "title": "Releases Coming This Month",
+          "subtitle": "Scheduled premieres"
+        },
+        {
+          "id": "releasesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["rel1", "rel2", "rel3", "rel4"]
+        },
+        {
+          "id": "rel1",
+          "component": "ListItem",
+          "title": "Echoes of Tomorrow — Season 2",
+          "subtitle": "Premieres Nov 8 · Original Series"
+        },
+        {
+          "id": "rel2",
+          "component": "ListItem",
+          "title": "The Silent Coast",
+          "subtitle": "Premieres Nov 15 · Feature Film"
+        },
+        {
+          "id": "rel3",
+          "component": "ListItem",
+          "title": "Wildlands: Untamed",
+          "subtitle": "Premieres Nov 21 · Documentary"
+        },
+        {
+          "id": "rel4",
+          "component": "ListItem",
+          "title": "Comedy Night Live",
+          "subtitle": "Premieres Nov 28 · Special"
+        },
+        {
+          "id": "licensesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["licensesHeader", "licensesAlert", "licensesTable"]
+        },
+        {
+          "id": "licensesHeader",
+          "component": "CardHeader",
+          "title": "Licenses Expiring Soon",
+          "subtitle": "Renewal decisions needed"
+        },
+        {
+          "id": "licensesAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "3 licenses expire within 14 days",
+          "description": "Review renewal or removal to avoid gaps in catalog availability."
+        },
+        {
+          "id": "licensesTable",
+          "component": "Table",
+          "columns": ["licTitle", "licExpiry", "licRegions"]
+        },
+        {
+          "id": "licTitle",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["Golden Hour", "Metropolis Nights", "The Long Road", "Frostbite", "Second Chances"]
+        },
+        {
+          "id": "licExpiry",
+          "component": "Col",
+          "label": "Expires",
+          "type": "string",
+          "data": ["Nov 6", "Nov 9", "Nov 13", "Nov 24", "Nov 30"]
+        },
+        {
+          "id": "licRegions",
+          "component": "Col",
+          "label": "Regions",
+          "type": "string",
+          "data": ["Global", "EU, NA", "APAC", "LATAM", "Global"]
+        },
+        {
+          "id": "tabControls",
+          "component": "TabItem",
+          "value": "controls",
+          "trigger": "Controls",
+          "content": ["flagsCard", "promoteCard"]
+        },
+        {
+          "id": "flagsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["flagsHeader", "flagsSwitches"]
+        },
+        {
+          "id": "flagsHeader",
+          "component": "CardHeader",
+          "title": "Feature Flags",
+          "subtitle": "Toggle platform capabilities"
+        },
+        {
+          "id": "flagsSwitches",
+          "component": "SwitchGroup",
+          "name": "featureFlags",
+          "variant": "sunk",
+          "items": ["flagRecs", "flag4K", "flagDownloads", "flagLive", "flagAB"]
+        },
+        {
+          "id": "flagRecs",
+          "component": "SwitchItem",
+          "name": "new_recs_engine",
+          "label": "New Recommendations Engine",
+          "description": "ML-based personalization v3",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag4K",
+          "component": "SwitchItem",
+          "name": "4k_streaming",
+          "label": "4K Streaming",
+          "description": "Ultra HD delivery for eligible plans",
+          "defaultChecked": true
+        },
+        {
+          "id": "flagDownloads",
+          "component": "SwitchItem",
+          "name": "offline_downloads",
+          "label": "Offline Downloads",
+          "description": "Allow downloads on mobile devices",
+          "defaultChecked": true
+        },
+        {
+          "id": "flagLive",
+          "component": "SwitchItem",
+          "name": "live_events",
+          "label": "Live Events",
+          "description": "Real-time streaming of live content",
+          "defaultChecked": false
+        },
+        {
+          "id": "flagAB",
+          "component": "SwitchItem",
+          "name": "home_ab_test",
+          "label": "Home Screen A/B Test",
+          "description": "Experimental layout for 10% of users",
+          "defaultChecked": false
+        },
+        {
+          "id": "promoteCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["promoteHeader", "promoteForm"]
+        },
+        {
+          "id": "promoteHeader",
+          "component": "CardHeader",
+          "title": "Promote a Title on the Home Screen",
+          "subtitle": "Feature content in the hero banner"
+        },
+        {
+          "id": "promoteForm",
+          "component": "Form",
+          "name": "promoteForm",
+          "fields": ["promoTitleField", "promoSlotField", "promoRegionField", "promoDurationField"],
+          "buttons": "promoButtons"
+        },
+        {
+          "id": "promoTitleField",
+          "component": "FormControl",
+          "label": "Title to Promote",
+          "input": "promoTitleSelect",
+          "hint": "Select from available catalog"
+        },
+        {
+          "id": "promoTitleSelect",
+          "component": "Select",
+          "name": "promoTitle",
+          "placeholder": "Choose a title",
+          "items": ["pt1", "pt2", "pt3", "pt4"]
+        },
+        {
+          "id": "pt1",
+          "component": "SelectItem",
+          "value": "midnight-signal",
+          "label": "Midnight Signal"
+        },
+        {
+          "id": "pt2",
+          "component": "SelectItem",
+          "value": "last-archive",
+          "label": "The Last Archive"
+        },
+        {
+          "id": "pt3",
+          "component": "SelectItem",
+          "value": "echoes-tomorrow",
+          "label": "Echoes of Tomorrow S2"
+        },
+        {
+          "id": "pt4",
+          "component": "SelectItem",
+          "value": "silent-coast",
+          "label": "The Silent Coast"
+        },
+        {
+          "id": "promoSlotField",
+          "component": "FormControl",
+          "label": "Placement Slot",
+          "input": "promoSlotSelect"
+        },
+        {
+          "id": "promoSlotSelect",
+          "component": "Select",
+          "name": "promoSlot",
+          "placeholder": "Choose slot",
+          "items": ["ps1", "ps2", "ps3"]
+        },
+        {
+          "id": "ps1",
+          "component": "SelectItem",
+          "value": "hero",
+          "label": "Hero Banner (top)"
+        },
+        {
+          "id": "ps2",
+          "component": "SelectItem",
+          "value": "spotlight",
+          "label": "Spotlight Row"
+        },
+        {
+          "id": "ps3",
+          "component": "SelectItem",
+          "value": "trending",
+          "label": "Trending Now"
+        },
+        {
+          "id": "promoRegionField",
+          "component": "FormControl",
+          "label": "Target Region",
+          "input": "promoRegionSelect"
+        },
+        {
+          "id": "promoRegionSelect",
+          "component": "Select",
+          "name": "promoRegion",
+          "placeholder": "All regions",
+          "items": ["prAll", "prNA", "prEU", "prAPAC"]
+        },
+        {
+          "id": "prAll",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions"
+        },
+        {
+          "id": "prNA",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America"
+        },
+        {
+          "id": "prEU",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe"
+        },
+        {
+          "id": "prAPAC",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia Pacific"
+        },
+        {
+          "id": "promoDurationField",
+          "component": "FormControl",
+          "label": "Promotion Window",
+          "input": "promoDate",
+          "hint": "Start and end dates"
+        },
+        {
+          "id": "promoDate",
+          "component": "DatePicker",
+          "name": "promoDates",
+          "mode": "range"
+        },
+        {
+          "id": "promoButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["promoSubmit", "promoPreview"]
+        },
+        {
+          "id": "promoSubmit",
+          "component": "Button",
+          "label": "Publish Promotion",
+          "variant": "primary",
+          "action": [{ "call": "publishPromotion", "args": { "title": { "path": "/promoTitle" }, "slot": { "path": "/promoSlot" }, "region": { "path": "/promoRegion" } } }]
+        },
+        {
+          "id": "promoPreview",
+          "component": "Button",
+          "label": "Preview",
+          "variant": "secondary",
+          "action": [{ "call": "previewPromotion", "args": { "title": { "path": "/promoTitle" } } }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard organizes all 16 items into an intuitive, tabbed operations screen:
+
+- **Top KPI strip & controls (always visible):** live viewers (1), buffering rate (6), recommendation click rate (10), dead-end searches (11), plus the **region focus selector** (14).
+- **Content Performance tab:** most-watched titles with hours (2), watch time over the past month (3), performance by genre (5).
+- **Delivery Health tab:** buffering rate detail (6), delivery health by region (7), viewing split by device (13).
+- **Business Metrics tab:** new subscribers vs cancellations (4), revenue split by plan (12), and engagement blocks for recommendation clicks (10) and abandoned searches (11).
+- **Content Pipeline tab:** upcoming releases (8) and expiring licenses (9).
+- **Controls tab:** feature flags with per-flag state (15) and the promote-a-title form (16).
+
+Let me know if you'd like live data bindings, drill-downs, or alerting thresholds added.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..13ee99cf6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,164 @@
+Here's a comprehensive streaming service operations room dashboard covering all 16 requirements.
+
+<a2ui-json>
+[
+{"version":"v0.9","createSurface":{"surfaceId":"ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#E50914","agentDisplayName":"StreamOps"}}},
+{"version":"v0.9","updateComponents":{"surfaceId":"ops-room","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["hdr","kpiRow","regionFocus","tabs","actionsRow"]},
+
+{"id":"hdr","component":"CardHeader","title":"Streaming Operations Room","subtitle":"Live network & content health — updated in real time"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiViewers","kpiBuffer","kpiRecs","kpiSearch"]},
+
+{"id":"kpiViewers","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiViewersLabel","kpiViewersVal","kpiViewersTag"]},
+{"id":"kpiViewersLabel","component":"TextContent","text":"Viewers Watching Now","size":"small-heavy"},
+{"id":"kpiViewersVal","component":"Heading","text":"1,284,905","level":"h2"},
+{"id":"kpiViewersTag","component":"Tag","text":"+4.2% vs 1h ago","variant":"success","icon":"trending-up"},
+
+{"id":"kpiBuffer","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiBufferLabel","kpiBufferVal","kpiBufferProg"]},
+{"id":"kpiBufferLabel","component":"TextContent","text":"Buffering Rate","size":"small-heavy"},
+{"id":"kpiBufferVal","component":"Heading","text":"0.83%","level":"h2"},
+{"id":"kpiBufferProg","component":"Progress","value":83,"label":"Healthy — target < 1.5%"},
+
+{"id":"kpiRecs","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiRecsLabel","kpiRecsVal","kpiRecsTag"]},
+{"id":"kpiRecsLabel","component":"TextContent","text":"Recommendation CTR","size":"small-heavy"},
+{"id":"kpiRecsVal","component":"Heading","text":"18.6%","level":"h2"},
+{"id":"kpiRecsTag","component":"Tag","text":"+1.1 pts WoW","variant":"info","icon":"cursor-click"},
+
+{"id":"kpiSearch","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpiSearchLabel","kpiSearchVal","kpiSearchTag"]},
+{"id":"kpiSearchLabel","component":"TextContent","text":"Zero-Result Searches","size":"small-heavy"},
+{"id":"kpiSearchVal","component":"Heading","text":"6.9%","level":"h2"},
+{"id":"kpiSearchTag","component":"Tag","text":"searches ended w/o playback","variant":"warning","icon":"search"},
+
+{"id":"regionFocus","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["regionFocusLabel","regionSelect","regionApply"]},
+{"id":"regionFocusLabel","component":"TextContent","text":"Focus on region:","size":"default"},
+{"id":"regionSelect","component":"Select","name":"regionFocus","placeholder":"All regions","size":"medium","items":["rgNA","rgEU","rgLATAM","rgAPAC","rgMEA"]},
+{"id":"rgNA","component":"SelectItem","value":"na","label":"North America"},
+{"id":"rgEU","component":"SelectItem","value":"eu","label":"Europe"},
+{"id":"rgLATAM","component":"SelectItem","value":"latam","label":"Latin America"},
+{"id":"rgAPAC","component":"SelectItem","value":"apac","label":"Asia Pacific"},
+{"id":"rgMEA","component":"SelectItem","value":"mea","label":"Middle East & Africa"},
+{"id":"regionApply","component":"Button","label":"Apply Focus","variant":"primary","size":"medium","action":["focusRegion"]},
+
+{"id":"tabs","component":"Tabs","items":["tabContent","tabAudience","tabDelivery","tabPipeline","tabConfig"]},
+
+{"id":"tabContent","component":"TabItem","value":"content","trigger":"Content","content":["topTitlesCard","watchTimeCard","genrePerfCard"]},
+
+{"id":"topTitlesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["topTitlesHdr","topTitlesTable"]},
+{"id":"topTitlesHdr","component":"CardHeader","title":"Most-Watched Titles","subtitle":"Total hours watched (last 24h)"},
+{"id":"topTitlesTable","component":"Table","columns":["colTitle","colGenre","colHours"]},
+{"id":"colTitle","component":"Col","label":"Title","type":"string","data":["Crimson Tide Rising","The Last Archivist","Neon Districts","Wildlands","Echoes of Tomorrow"]},
+{"id":"colGenre","component":"Col","label":"Genre","type":"string","data":["Drama","Sci-Fi","Action","Documentary","Sci-Fi"]},
+{"id":"colHours","component":"Col","label":"Hours Watched","type":"number","data":[482300,431900,398100,275400,251800]},
+
+{"id":"watchTimeCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["watchTimeHdr","watchTimeChart"]},
+{"id":"watchTimeHdr","component":"CardHeader","title":"Watch Time — Past Month","subtitle":"Total hours streamed per day (millions)"},
+{"id":"watchTimeChart","component":"AreaChart","variant":"natural","xLabel":"Week","yLabel":"Hours (M)","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["watchTimeSeries"]},
+{"id":"watchTimeSeries","component":"Series","category":"Hours Streamed","values":[38.2,41.7,39.9,45.3]},
+
+{"id":"genrePerfCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["genrePerfHdr","genrePerfChart"]},
+{"id":"genrePerfHdr","component":"CardHeader","title":"Performance by Genre","subtitle":"Engagement index across categories"},
+{"id":"genrePerfChart","component":"RadarChart","labels":["Drama","Sci-Fi","Action","Comedy","Documentary","Thriller"],"series":["genreSeries"]},
+{"id":"genreSeries","component":"Series","category":"Engagement Index","values":[88,92,79,71,64,83]},
+
+{"id":"tabAudience","component":"TabItem","value":"audience","trigger":"Audience & Revenue","content":["subsCard","revenueCard","deviceCard"]},
+
+{"id":"subsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["subsHdr","subsChart"]},
+{"id":"subsHdr","component":"CardHeader","title":"New Subscribers vs Cancellations","subtitle":"Weekly, last 4 weeks"},
+{"id":"subsChart","component":"BarChart","variant":"grouped","xLabel":"Week","yLabel":"Accounts (K)","labels":["Wk1","Wk2","Wk3","Wk4"],"series":["subsNew","subsChurn"]},
+{"id":"subsNew","component":"Series","category":"New Subscribers","values":[142,158,151,173]},
+{"id":"subsChurn","component":"Series","category":"Cancellations","values":[61,58,72,55]},
+
+{"id":"revenueCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenueHdr","revenueChart"]},
+{"id":"revenueHdr","component":"CardHeader","title":"Revenue Split by Plan","subtitle":"Share of monthly recurring revenue"},
+{"id":"revenueChart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Premium 4K","Standard HD","Basic","Ad-Supported"],"values":[46,31,14,9]},
+
+{"id":"deviceCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["deviceHdr","deviceChart"]},
+{"id":"deviceHdr","component":"CardHeader","title":"Viewing Split by Device","subtitle":"Share of streaming hours"},
+{"id":"deviceChart","component":"PieChart","variant":"pie","appearance":"circular","labels":["Smart TV","Mobile","Web","Console","Tablet"],"values":[52,21,14,8,5]},
+
+{"id":"tabDelivery","component":"TabItem","value":"delivery","trigger":"Delivery Health","content":["deliveryHdr","deliveryTable","bufferByRegionCard"]},
+{"id":"deliveryHdr","component":"CardHeader","title":"Delivery Health by Region","subtitle":"CDN performance & error rates"},
+{"id":"deliveryTable","component":"Table","columns":["dcRegion","dcStatus","dcLatency","dcErr"]},
+{"id":"dcRegion","component":"Col","label":"Region","type":"string","data":["North America","Europe","Latin America","Asia Pacific","Middle East & Africa"]},
+{"id":"dcStatus","component":"Col","label":"Status","type":"string","data":["Healthy","Healthy","Degraded","Healthy","Investigating"]},
+{"id":"dcLatency","component":"Col","label":"Avg Latency (ms)","type":"number","data":[38,44,112,67,148]},
+{"id":"dcErr","component":"Col","label":"Error Rate (%)","type":"number","data":[0.4,0.6,2.1,0.9,3.3]},
+
+{"id":"bufferByRegionCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["bufferByRegionHdr","bufferByRegionChart"]},
+{"id":"bufferByRegionHdr","component":"CardHeader","title":"Buffering Rate by Region","subtitle":"Percent of sessions with rebuffering"},
+{"id":"bufferByRegionChart","component":"HorizontalBarChart","xLabel":"Buffering %","yLabel":"Region","labels":["North America","Europe","Latin America","Asia Pacific","Middle East & Africa"],"series":["bufferSeries"]},
+{"id":"bufferSeries","component":"Series","category":"Buffering Rate","values":[0.5,0.7,2.4,1.1,3.1]},
+
+{"id":"tabPipeline","component":"TabItem","value":"pipeline","trigger":"Content Pipeline","content":["releasesCard","licensesCard"]},
+
+{"id":"releasesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["releasesHdr","releasesList"]},
+{"id":"releasesHdr","component":"CardHeader","title":"Releases Coming This Month","subtitle":"Scheduled premieres"},
+{"id":"releasesList","component":"ListBlock","variant":"number","items":["rel1","rel2","rel3","rel4"]},
+{"id":"rel1","component":"ListItem","title":"Aurora Protocol — Season 2","subtitle":"Sci-Fi Series · Premieres Jun 8"},
+{"id":"rel2","component":"ListItem","title":"The Silent Coast","subtitle":"Thriller Film · Premieres Jun 14"},
+{"id":"rel3","component":"ListItem","title":"Kitchen Kings — Finale","subtitle":"Reality · Premieres Jun 21"},
+{"id":"rel4","component":"ListItem","title":"Beneath the Ice","subtitle":"Documentary · Premieres Jun 28"},
+
+{"id":"licensesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["licensesHdr","licensesTable"]},
+{"id":"licensesHdr","component":"CardHeader","title":"Licenses Expiring Soon","subtitle":"Content leaving the catalog"},
+{"id":"licensesTable","component":"Table","columns":["licTitle","licOwner","licExpiry","licHours"]},
+{"id":"licTitle","component":"Col","label":"Title","type":"string","data":["Midnight Runners","Old World Charm","Galaxy Wars Trilogy","Comedy Central Nights"]},
+{"id":"licOwner","component":"Col","label":"Licensor","type":"string","data":["Atlas Studios","Heritage Media","Nova Pictures","LaughBox Inc"]},
+{"id":"licExpiry","component":"Col","label":"Expires","type":"string","data":["Jun 12","Jun 19","Jun 25","Jun 30"]},
+{"id":"licHours","component":"Col","label":"Monthly Hrs (K)","type":"number","data":[88,42,310,67]},
+
+{"id":"tabConfig","component":"TabItem","value":"config","trigger":"Configuration","content":["flagsCard"]},
+{"id":"flagsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["flagsHdr","flagsGroup"]},
+{"id":"flagsHdr","component":"CardHeader","title":"Feature Flags","subtitle":"Toggle experimental features"},
+{"id":"flagsGroup","component":"SwitchGroup","name":"featureFlags","variant":"sunk","items":["flag1","flag2","flag3","flag4","flag5"]},
+{"id":"flag1","component":"SwitchItem","name":"newRecEngine","label":"New Recommendation Engine v3","description":"ML-driven personalized rows","defaultChecked":true},
+{"id":"flag2","component":"SwitchItem","name":"av1Codec","label":"AV1 Codec Delivery","description":"Higher efficiency streaming on supported devices","defaultChecked":true},
+{"id":"flag3","component":"SwitchItem","name":"downloadsBeta","label":"Offline Downloads (Beta)","description":"Allow downloads on web clients","defaultChecked":false},
+{"id":"flag4","component":"SwitchItem","name":"liveEvents","label":"Live Events Streaming","description":"Enable real-time live channel","defaultChecked":false},
+{"id":"flag5","component":"SwitchItem","name":"skipIntro","label":"Auto Skip Intro","description":"Automatically skip title sequences","defaultChecked":true},
+
+{"id":"actionsRow","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["promoHdr","promoForm"]},
+{"id":"promoHdr","component":"CardHeader","title":"Promote a Title","subtitle":"Feature content on the home screen hero banner"},
+{"id":"promoForm","component":"Form","name":"promoteTitle","buttons":"promoButtons","fields":["promoTitleCtrl","promoSlotCtrl","promoRegionCtrl","promoDatesCtrl"]},
+{"id":"promoTitleCtrl","component":"FormControl","label":"Title to Promote","input":"promoTitleInput","hint":"Enter the exact catalog title"},
+{"id":"promoTitleInput","component":"Input","name":"promoTitle","type":"text","placeholder":"e.g. Crimson Tide Rising"},
+{"id":"promoSlotCtrl","component":"FormControl","label":"Home Screen Slot","input":"promoSlotSelect"},
+{"id":"promoSlotSelect","component":"Select","name":"promoSlot","placeholder":"Select placement","items":["slotHero","slotTrending","slotSpotlight"]},
+{"id":"slotHero","component":"SelectItem","value":"hero","label":"Hero Banner (top)"},
+{"id":"slotTrending","component":"SelectItem","value":"trending","label":"Trending Row"},
+{"id":"slotSpotlight","component":"SelectItem","value":"spotlight","label":"Editor's Spotlight"},
+{"id":"promoRegionCtrl","component":"FormControl","label":"Target Regions","input":"promoRegionChecks"},
+{"id":"promoRegionChecks","component":"CheckBoxGroup","name":"promoRegions","items":["prNA","prEU","prLATAM","prAPAC","prMEA"]},
+{"id":"prNA","component":"CheckBoxItem","name":"pr_na","label":"North America","description":"","defaultChecked":true},
+{"id":"prEU","component":"CheckBoxItem","name":"pr_eu","label":"Europe","description":""},
+{"id":"prLATAM","component":"CheckBoxItem","name":"pr_latam","label":"Latin America","description":""},
+{"id":"prAPAC","component":"CheckBoxItem","name":"pr_apac","label":"Asia Pacific","description":""},
+{"id":"prMEA","component":"CheckBoxItem","name":"pr_mea","label":"Middle East & Africa","description":""},
+{"id":"promoDatesCtrl","component":"FormControl","label":"Promotion Window","input":"promoDates"},
+{"id":"promoDates","component":"DatePicker","name":"promoWindow","mode":"range"},
+{"id":"promoButtons","component":"Buttons","direction":"row","buttons":["promoSubmit","promoCancel"]},
+{"id":"promoSubmit","component":"Button","label":"Launch Promotion","variant":"primary","action":["promoteTitle"]},
+{"id":"promoCancel","component":"Button","label":"Clear","variant":"tertiary","action":["clearPromo"]}
+]}}
+]
+</a2ui-json>
+
+This single-screen operations room covers all 16 items:
+
+1. **Viewers now** — live KPI tile (1.28M)
+2. **Most-watched titles + hours** — Content tab table
+3. **Watch time past month** — area chart
+4. **New subs vs cancellations** — grouped bar chart
+5. **Performance by genre** — radar chart
+6. **Buffering rate** — KPI tile + per-region horizontal bars
+7. **Delivery health by region** — Delivery tab table with status/latency/errors
+8. **Releases this month** — numbered list
+9. **Licenses expiring soon** — table with expiry dates
+10. **Recommendation click-through** — KPI tile (18.6% CTR)
+11. **Zero-result searches** — KPI tile (6.9%)
+12. **Revenue by plan** — donut chart
+13. **Viewing by device** — pie chart
+14. **Focus on one region** — dropdown + Apply Focus control at top
+15. **Feature flags** — switch group with per-flag state
+16. **Promote a title** — full form with slot, target regions, and scheduling window
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..26b03ec83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r1.txt
@@ -0,0 +1,504 @@
+Here's a comprehensive university administrator dashboard covering all 16 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E3A8A", "agentDisplayName": "University Admin" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["hdr", "deptFocus", "kpiRow", "enrollCard", "appsRow", "capacityRow", "riskRow", "financeRow", "housingCard", "eventsCard", "alumniCard", "actionsRow", "followups"]
+        },
+        {
+          "id": "hdr",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Institutional metrics for the current academic year"
+        },
+
+        {
+          "id": "deptFocus",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["deptFocusLabel", "deptSelect"]
+        },
+        { "id": "deptFocusLabel", "component": "Label", "text": "Focus on department:" },
+        {
+          "id": "deptSelect",
+          "component": "Select",
+          "name": "departmentFocus",
+          "placeholder": "All departments",
+          "value": "all",
+          "items": ["dsAll", "dsEng", "dsBus", "dsArts", "dsSci", "dsMed"]
+        },
+        { "id": "dsAll", "component": "SelectItem", "value": "all", "label": "All Departments" },
+        { "id": "dsEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "dsBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "dsArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "dsSci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "dsMed", "component": "SelectItem", "value": "med", "label": "Medicine" },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiEnroll", "kpiAccept", "kpiTuition", "kpiSemester"]
+        },
+        {
+          "id": "kpiEnroll",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiEnrollH", "kpiEnrollV", "kpiEnrollD"]
+        },
+        { "id": "kpiEnrollH", "component": "TextContent", "size": "small", "text": "Total Enrollment" },
+        { "id": "kpiEnrollV", "component": "Heading", "level": "h2", "text": "24,850" },
+        { "id": "kpiEnrollD", "component": "Tag", "variant": "success", "size": "sm", "text": "+6.2% over 5 yrs" },
+
+        {
+          "id": "kpiAccept",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiAcceptH", "kpiAcceptV", "kpiAcceptBar"]
+        },
+        { "id": "kpiAcceptH", "component": "TextContent", "size": "small", "text": "Acceptance Rate" },
+        { "id": "kpiAcceptV", "component": "Heading", "level": "h2", "text": "38%" },
+        { "id": "kpiAcceptBar", "component": "Progress", "value": 38, "label": "12,200 accepted of 32,100 applicants" },
+
+        {
+          "id": "kpiTuition",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiTuitionH", "kpiTuitionV", "kpiTuitionD"]
+        },
+        { "id": "kpiTuitionH", "component": "TextContent", "size": "small", "text": "Tuition Revenue (This Year)" },
+        { "id": "kpiTuitionV", "component": "Heading", "level": "h2", "text": "$412.6M" },
+        { "id": "kpiTuitionD", "component": "Tag", "variant": "info", "size": "sm", "text": "FY 2024–25" },
+
+        {
+          "id": "kpiSemester",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiSemesterH", "kpiSemesterV", "kpiSemesterD"]
+        },
+        { "id": "kpiSemesterH", "component": "TextContent", "size": "small", "text": "This Semester vs Last" },
+        { "id": "kpiSemesterV", "component": "Heading", "level": "h2", "text": "+3.4%" },
+        { "id": "kpiSemesterD", "component": "TextContent", "size": "small", "text": "Enrollment growth Spring vs Fall" },
+
+        {
+          "id": "enrollCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["enrollHdr", "enrollChart"]
+        },
+        { "id": "enrollHdr", "component": "CardHeader", "title": "Total Enrollment — 5 Year Trend" },
+        {
+          "id": "enrollChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Students",
+          "labels": ["2020", "2021", "2022", "2023", "2024"],
+          "series": ["enrollSeries"]
+        },
+        { "id": "enrollSeries", "component": "Series", "category": "Enrollment", "values": [23400, 23720, 24100, 24500, 24850] },
+
+        {
+          "id": "appsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["appsCard", "waitlistCard"]
+        },
+        {
+          "id": "appsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["appsHdr", "appsChart"]
+        },
+        { "id": "appsHdr", "component": "CardHeader", "title": "Applications by Program" },
+        {
+          "id": "appsChart",
+          "component": "HorizontalBarChart",
+          "xLabel": "Applications",
+          "yLabel": "Program",
+          "labels": ["Engineering", "Business", "Sciences", "Arts", "Medicine"],
+          "series": ["appsSeries"]
+        },
+        { "id": "appsSeries", "component": "Series", "category": "Applications", "values": [9800, 8200, 6100, 4300, 3700] },
+
+        {
+          "id": "waitlistCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["waitlistHdr", "waitlistTable"]
+        },
+        { "id": "waitlistHdr", "component": "CardHeader", "title": "Waitlisted Students per Program" },
+        {
+          "id": "waitlistTable",
+          "component": "Table",
+          "columns": ["wlProg", "wlCount"]
+        },
+        { "id": "wlProg", "component": "Col", "label": "Program", "type": "string", "data": ["Engineering", "Business", "Sciences", "Arts", "Medicine"] },
+        { "id": "wlCount", "component": "Col", "label": "Waitlisted", "type": "number", "data": [312, 268, 154, 97, 205] },
+
+        {
+          "id": "capacityRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["capacityCard", "loadCard"]
+        },
+        {
+          "id": "capacityCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["capacityHdr", "capA", "capB", "capC", "capD"]
+        },
+        { "id": "capacityHdr", "component": "CardHeader", "title": "Course Offering Fill Rates" },
+        { "id": "capA", "component": "Progress", "value": 96, "label": "CS 101 — Intro to Programming (96%)" },
+        { "id": "capB", "component": "Progress", "value": 82, "label": "BUS 210 — Marketing (82%)" },
+        { "id": "capC", "component": "Progress", "value": 74, "label": "BIO 305 — Genetics (74%)" },
+        { "id": "capD", "component": "Progress", "value": 58, "label": "ART 150 — Sculpture (58%)" },
+
+        {
+          "id": "loadCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["loadHdr", "loadTable"]
+        },
+        { "id": "loadHdr", "component": "CardHeader", "title": "Teaching Load by Faculty" },
+        {
+          "id": "loadTable",
+          "component": "Table",
+          "columns": ["facName", "facCourses", "facHours"]
+        },
+        { "id": "facName", "component": "Col", "label": "Faculty", "type": "string", "data": ["Dr. Chen", "Dr. Okafor", "Dr. Rossi", "Dr. Nguyen", "Dr. Patel"] },
+        { "id": "facCourses", "component": "Col", "label": "Courses", "type": "number", "data": [4, 3, 5, 2, 4] },
+        { "id": "facHours", "component": "Col", "label": "Weekly Hrs", "type": "number", "data": [16, 12, 20, 8, 15] },
+
+        {
+          "id": "riskRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["riskAlert", "riskCard"]
+        },
+        {
+          "id": "riskAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Students at Academic Risk",
+          "description": "426 students currently flagged with GPA below 2.0 or failing 2+ courses. Advising outreach recommended."
+        },
+        {
+          "id": "riskCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["riskHdr", "riskTable"]
+        },
+        { "id": "riskHdr", "component": "CardHeader", "title": "At-Risk Breakdown by Department" },
+        {
+          "id": "riskTable",
+          "component": "Table",
+          "columns": ["riskDept", "riskCount", "riskPct"]
+        },
+        { "id": "riskDept", "component": "Col", "label": "Department", "type": "string", "data": ["Engineering", "Business", "Sciences", "Arts", "Medicine"] },
+        { "id": "riskCount", "component": "Col", "label": "At-Risk", "type": "number", "data": [142, 98, 76, 61, 49] },
+        { "id": "riskPct", "component": "Col", "label": "% of Dept", "type": "string", "data": ["2.4%", "1.9%", "1.6%", "2.1%", "1.3%"] },
+
+        {
+          "id": "financeRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["scholarshipCard", "revenueCard"]
+        },
+        {
+          "id": "scholarshipCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scholarshipHdr", "scholarshipBar", "scholarshipNote"]
+        },
+        { "id": "scholarshipHdr", "component": "CardHeader", "title": "Scholarship Budget Used" },
+        { "id": "scholarshipBar", "component": "Progress", "value": 72, "label": "$18.0M used of $25.0M budget" },
+        { "id": "scholarshipNote", "component": "TextContent", "size": "small", "text": "72% of the annual scholarship budget has been allocated." },
+
+        {
+          "id": "revenueCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["revenueHdr", "revenueChart"]
+        },
+        { "id": "revenueHdr", "component": "CardHeader", "title": "Tuition Revenue by Program" },
+        {
+          "id": "revenueChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Engineering", "Business", "Sciences", "Arts", "Medicine"],
+          "values": [132, 98, 74, 42, 66]
+        },
+
+        {
+          "id": "housingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["housingHdr", "housingBar", "housingBar2", "housingBar3"]
+        },
+        { "id": "housingHdr", "component": "CardHeader", "title": "Housing Occupancy" },
+        { "id": "housingBar", "component": "Progress", "value": 94, "label": "North Halls — 94%" },
+        { "id": "housingBar2", "component": "Progress", "value": 88, "label": "West Village — 88%" },
+        { "id": "housingBar3", "component": "Progress", "value": 76, "label": "Graduate Apartments — 76%" },
+
+        {
+          "id": "eventsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["eventsHdr", "eventsList"]
+        },
+        { "id": "eventsHdr", "component": "CardHeader", "title": "Campus Events This Month" },
+        {
+          "id": "eventsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev1", "ev2", "ev3", "ev4"]
+        },
+        { "id": "ev1", "component": "ListItem", "title": "Spring Career Fair", "subtitle": "Apr 8 — Main Hall" },
+        { "id": "ev2", "component": "ListItem", "title": "Guest Lecture: AI Ethics", "subtitle": "Apr 14 — Auditorium B" },
+        { "id": "ev3", "component": "ListItem", "title": "Alumni Networking Night", "subtitle": "Apr 21 — Union Center" },
+        { "id": "ev4", "component": "ListItem", "title": "Founders Day Celebration", "subtitle": "Apr 29 — Quad" },
+
+        {
+          "id": "alumniCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alumniHdr", "alumniChart"]
+        },
+        { "id": "alumniHdr", "component": "CardHeader", "title": "Alumni Giving — Past 4 Years" },
+        {
+          "id": "alumniChart",
+          "component": "BarChart",
+          "xLabel": "Year",
+          "yLabel": "Giving ($M)",
+          "labels": ["2021", "2022", "2023", "2024"],
+          "series": ["alumniSeries"]
+        },
+        { "id": "alumniSeries", "component": "Series", "category": "Giving ($M)", "values": [28.4, 31.2, 35.8, 42.1] },
+
+        {
+          "id": "actionsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["approveCourseDialog", "messageDrawer"]
+        },
+        {
+          "id": "approveCourseDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Approve New Course",
+          "triggerVariant": "default",
+          "title": "Approve New Course",
+          "description": "Review and approve a proposed course offering.",
+          "content": ["approveForm"]
+        },
+        {
+          "id": "approveForm",
+          "component": "Form",
+          "name": "approveCourse",
+          "buttons": "approveButtons",
+          "fields": ["fcCourseName", "fcDept", "fcCredits"]
+        },
+        {
+          "id": "fcCourseName",
+          "component": "FormControl",
+          "label": "Course Title",
+          "input": "inpCourseName"
+        },
+        { "id": "inpCourseName", "component": "Input", "name": "courseName", "type": "text", "placeholder": "e.g. Advanced Machine Learning" },
+        {
+          "id": "fcDept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "selCourseDept"
+        },
+        {
+          "id": "selCourseDept",
+          "component": "Select",
+          "name": "courseDept",
+          "placeholder": "Select department",
+          "items": ["cdEng", "cdBus", "cdArts", "cdSci", "cdMed"]
+        },
+        { "id": "cdEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "cdBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "cdArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "cdSci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "cdMed", "component": "SelectItem", "value": "med", "label": "Medicine" },
+        {
+          "id": "fcCredits",
+          "component": "FormControl",
+          "label": "Credit Hours",
+          "input": "inpCredits"
+        },
+        { "id": "inpCredits", "component": "Input", "name": "credits", "type": "number", "placeholder": "3" },
+        {
+          "id": "approveButtons",
+          "component": "Buttons",
+          "buttons": ["btnApprove", "btnReject"]
+        },
+        { "id": "btnApprove", "component": "Button", "label": "Approve Course", "variant": "primary" },
+        { "id": "btnReject", "component": "Button", "label": "Reject", "variant": "secondary", "type": "destructive" },
+
+        {
+          "id": "messageDrawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "Message a Student Group",
+          "title": "Send Message to Student Group",
+          "description": "Compose and send a message to a targeted group of students.",
+          "content": ["messageForm"]
+        },
+        {
+          "id": "messageForm",
+          "component": "Form",
+          "name": "messageGroup",
+          "buttons": "messageButtons",
+          "fields": ["fcGroup", "fcSubject", "fcBody"]
+        },
+        {
+          "id": "fcGroup",
+          "component": "FormControl",
+          "label": "Recipient Group",
+          "input": "selGroup"
+        },
+        {
+          "id": "selGroup",
+          "component": "Select",
+          "name": "group",
+          "placeholder": "Choose a group",
+          "items": ["grAll", "grRisk", "grWaitlist", "grScholar", "grGrad"]
+        },
+        { "id": "grAll", "component": "SelectItem", "value": "all", "label": "All Students" },
+        { "id": "grRisk", "component": "SelectItem", "value": "risk", "label": "At-Risk Students" },
+        { "id": "grWaitlist", "component": "SelectItem", "value": "waitlist", "label": "Waitlisted Applicants" },
+        { "id": "grScholar", "component": "SelectItem", "value": "scholar", "label": "Scholarship Recipients" },
+        { "id": "grGrad", "component": "SelectItem", "value": "grad", "label": "Graduating Class" },
+        {
+          "id": "fcSubject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "inpSubject"
+        },
+        { "id": "inpSubject", "component": "Input", "name": "subject", "type": "text", "placeholder": "Message subject" },
+        {
+          "id": "fcBody",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "taBody"
+        },
+        { "id": "taBody", "component": "TextArea", "name": "body", "rows": 5, "placeholder": "Write your message..." },
+        {
+          "id": "messageButtons",
+          "component": "Buttons",
+          "buttons": ["btnSend"]
+        },
+        { "id": "btnSend", "component": "Button", "label": "Send Message", "variant": "primary" },
+
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu1", "fu2", "fu3"]
+        },
+        { "id": "fu1", "component": "FollowUpItem", "text": "Show detailed retention analytics" },
+        { "id": "fu2", "component": "FollowUpItem", "text": "Compare tuition revenue year over year" },
+        { "id": "fu3", "component": "FollowUpItem", "text": "Export the at-risk student list" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 16 items:
+
+1. **Total enrollment & 5-yr trend** — KPI card + LineChart
+2. **Applications by program** — HorizontalBarChart
+3. **Acceptance rate** — KPI card with Progress bar
+4. **Tuition revenue this year** — KPI card + program breakdown donut
+5. **Course offering fill rates** — Progress bars per course
+6. **Teaching load by faculty** — Table
+7. **Students at academic risk** — Alert + breakdown Table
+8. **Scholarship budget used** — Progress bar ($18M of $25M)
+9. **Housing occupancy** — Progress bars per residence
+10. **Campus events this month** — ListBlock
+11. **Alumni giving (4 yrs)** — BarChart
+12. **Focus on one department** — Select at the top
+13. **This semester vs last** — KPI card (+3.4%)
+14. **Waitlisted students per program** — Table
+15. **Approve a new course** — DialogBlock with a Form
+16. **Message a student group** — DrawerBlock with a Form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..c3fc8abf4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r2.txt
@@ -0,0 +1,500 @@
+Here's a comprehensive university administrator dashboard covering all 16 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E5AA8", "agentDisplayName": "University Admin" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "deptFilter", "kpiRow", "enrollTuitionRow", "appsAcceptRow", "capacityRow", "riskWaitlistRow", "budgetHousingRow", "givingSemesterRow", "eventsCard", "actionsRow"]
+        },
+
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Institution-wide metrics and quick actions"
+        },
+
+        {
+          "id": "deptFilter",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["deptFilterLabel", "deptSelect"]
+        },
+        { "id": "deptFilterLabel", "component": "Label", "text": "Focus on department:" },
+        {
+          "id": "deptSelect",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "All departments",
+          "items": ["deptAll", "deptCS", "deptBio", "deptBus", "deptEng", "deptArts"]
+        },
+        { "id": "deptAll", "component": "SelectItem", "value": "all", "label": "All departments" },
+        { "id": "deptCS", "component": "SelectItem", "value": "cs", "label": "Computer Science" },
+        { "id": "deptBio", "component": "SelectItem", "value": "bio", "label": "Biology" },
+        { "id": "deptBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "deptEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "deptArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiEnroll", "kpiAccept", "kpiTuition", "kpiHousing"]
+        },
+        {
+          "id": "kpiEnroll",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiEnrollLabel", "kpiEnrollVal"]
+        },
+        { "id": "kpiEnrollLabel", "component": "TextContent", "text": "Total Enrollment", "size": "small" },
+        { "id": "kpiEnrollVal", "component": "Heading", "text": "18,420", "level": "h2" },
+        {
+          "id": "kpiAccept",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiAcceptLabel", "kpiAcceptVal"]
+        },
+        { "id": "kpiAcceptLabel", "component": "TextContent", "text": "Acceptance Rate", "size": "small" },
+        { "id": "kpiAcceptVal", "component": "Heading", "text": "42.6%", "level": "h2" },
+        {
+          "id": "kpiTuition",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiTuitionLabel", "kpiTuitionVal"]
+        },
+        { "id": "kpiTuitionLabel", "component": "TextContent", "text": "Tuition Revenue (This Year)", "size": "small" },
+        { "id": "kpiTuitionVal", "component": "Heading", "text": "$284.6M", "level": "h2" },
+        {
+          "id": "kpiHousing",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiHousingLabel", "kpiHousingVal"]
+        },
+        { "id": "kpiHousingLabel", "component": "TextContent", "text": "Housing Occupancy", "size": "small" },
+        { "id": "kpiHousingVal", "component": "Heading", "text": "91%", "level": "h2" },
+
+        {
+          "id": "enrollTuitionRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["enrollCard", "acceptCard"]
+        },
+        {
+          "id": "enrollCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["enrollHeader", "enrollChart"]
+        },
+        { "id": "enrollHeader", "component": "CardHeader", "title": "Total Enrollment — 5 Year Trend" },
+        {
+          "id": "enrollChart",
+          "component": "LineChart",
+          "labels": ["2021", "2022", "2023", "2024", "2025"],
+          "series": ["enrollSeries"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Students"
+        },
+        { "id": "enrollSeries", "component": "Series", "category": "Enrollment", "values": [16850, 17240, 17690, 18010, 18420] },
+
+        {
+          "id": "acceptCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["acceptHeader", "acceptChart"]
+        },
+        { "id": "acceptHeader", "component": "CardHeader", "title": "Acceptance Rate", "subtitle": "Admitted vs. Declined this cycle" },
+        {
+          "id": "acceptChart",
+          "component": "PieChart",
+          "labels": ["Admitted", "Declined"],
+          "values": [42.6, 57.4],
+          "variant": "donut"
+        },
+
+        {
+          "id": "appsAcceptRow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["appsHeader", "appsChart"]
+        },
+        { "id": "appsHeader", "component": "CardHeader", "title": "Applications by Program" },
+        {
+          "id": "appsChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Computer Science", "Business", "Biology", "Engineering", "Arts & Humanities"],
+          "series": ["appsSeries"],
+          "xLabel": "Applications",
+          "yLabel": "Program"
+        },
+        { "id": "appsSeries", "component": "Series", "category": "Applications", "values": [4820, 3910, 3120, 2870, 1640] },
+
+        {
+          "id": "capacityRow",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["capacityHeader", "capacityTable"]
+        },
+        { "id": "capacityHeader", "component": "CardHeader", "title": "Course Offering Fill Rate & Faculty Teaching Load" },
+        {
+          "id": "capacityTable",
+          "component": "Table",
+          "columns": ["colCourse", "colFill", "colFaculty", "colLoad"]
+        },
+        { "id": "colCourse", "component": "Col", "label": "Course", "type": "string", "data": ["CS 101 Intro Programming", "BIO 210 Genetics", "BUS 305 Finance", "ENG 220 Circuits", "ART 110 Design"] },
+        { "id": "colFill", "component": "Col", "label": "Fill %", "type": "number", "data": [98, 87, 76, 92, 64] },
+        { "id": "colFaculty", "component": "Col", "label": "Faculty", "type": "string", "data": ["Dr. Nguyen", "Dr. Patel", "Dr. Osei", "Dr. Ramos", "Dr. Klein"] },
+        { "id": "colLoad", "component": "Col", "label": "Teaching Load (credits)", "type": "number", "data": [12, 9, 15, 12, 6] },
+
+        {
+          "id": "riskWaitlistRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["riskCard", "waitlistCard"]
+        },
+        {
+          "id": "riskCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["riskHeader", "riskAlert", "riskList"]
+        },
+        { "id": "riskHeader", "component": "CardHeader", "title": "Students at Academic Risk" },
+        { "id": "riskAlert", "component": "Alert", "title": "312 students flagged", "description": "GPA below 2.0 or failing 2+ courses this term.", "variant": "warning" },
+        {
+          "id": "riskList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["riskItem1", "riskItem2", "riskItem3"]
+        },
+        { "id": "riskItem1", "component": "ListItem", "title": "Computer Science", "subtitle": "89 students at risk" },
+        { "id": "riskItem2", "component": "ListItem", "title": "Business", "subtitle": "76 students at risk" },
+        { "id": "riskItem3", "component": "ListItem", "title": "Engineering", "subtitle": "64 students at risk" },
+
+        {
+          "id": "waitlistCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["waitlistHeader", "waitlistChart"]
+        },
+        { "id": "waitlistHeader", "component": "CardHeader", "title": "Waitlisted Students by Program" },
+        {
+          "id": "waitlistChart",
+          "component": "BarChart",
+          "labels": ["CS", "Business", "Biology", "Engineering", "Arts"],
+          "series": ["waitlistSeries"],
+          "xLabel": "Program",
+          "yLabel": "Waitlisted"
+        },
+        { "id": "waitlistSeries", "component": "Series", "category": "Waitlisted", "values": [214, 168, 97, 142, 43] },
+
+        {
+          "id": "budgetHousingRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["budgetCard", "housingCard"]
+        },
+        {
+          "id": "budgetCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["budgetHeader", "budgetProgress", "budgetText"]
+        },
+        { "id": "budgetHeader", "component": "CardHeader", "title": "Scholarship Budget Used" },
+        { "id": "budgetProgress", "component": "Progress", "value": 73, "label": "$21.9M of $30.0M used" },
+        { "id": "budgetText", "component": "TextContent", "text": "**73%** of the annual scholarship budget has been allocated.", "size": "small" },
+
+        {
+          "id": "housingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["housingHeader", "housingBar"]
+        },
+        { "id": "housingHeader", "component": "CardHeader", "title": "Housing Occupancy by Residence" },
+        {
+          "id": "housingBar",
+          "component": "SingleStackedBarChart",
+          "labels": ["North Hall", "South Hall", "West Village", "Vacant"],
+          "values": [3200, 2800, 2400, 820]
+        },
+
+        {
+          "id": "givingSemesterRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["givingCard", "semesterCard"]
+        },
+        {
+          "id": "givingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["givingHeader", "givingChart"]
+        },
+        { "id": "givingHeader", "component": "CardHeader", "title": "Alumni Giving — Past 4 Years" },
+        {
+          "id": "givingChart",
+          "component": "AreaChart",
+          "labels": ["2022", "2023", "2024", "2025"],
+          "series": ["givingSeries"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "$ Millions"
+        },
+        { "id": "givingSeries", "component": "Series", "category": "Alumni Giving ($M)", "values": [12.4, 15.1, 18.7, 22.3] },
+
+        {
+          "id": "semesterCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["semesterHeader", "semesterChart"]
+        },
+        { "id": "semesterHeader", "component": "CardHeader", "title": "This Semester vs. Last Semester" },
+        {
+          "id": "semesterChart",
+          "component": "BarChart",
+          "labels": ["Enrollment", "Avg GPA (×1000)", "Retention %", "Course Fills %"],
+          "series": ["semLast", "semThis"],
+          "variant": "grouped",
+          "xLabel": "Metric",
+          "yLabel": "Value"
+        },
+        { "id": "semLast", "component": "Series", "category": "Last Semester", "values": [18010, 3120, 88, 81] },
+        { "id": "semThis", "component": "Series", "category": "This Semester", "values": [18420, 3180, 90, 84] },
+
+        {
+          "id": "eventsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["eventsHeader", "eventsList"]
+        },
+        { "id": "eventsHeader", "component": "CardHeader", "title": "Campus Events This Month" },
+        {
+          "id": "eventsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev1", "ev2", "ev3", "ev4"]
+        },
+        { "id": "ev1", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Oct 11–13 · Main Quad" },
+        { "id": "ev2", "component": "ListItem", "title": "Fall Career Fair", "subtitle": "Oct 17 · Student Union" },
+        { "id": "ev3", "component": "ListItem", "title": "Research Symposium", "subtitle": "Oct 22 · Science Center" },
+        { "id": "ev4", "component": "ListItem", "title": "Board of Trustees Meeting", "subtitle": "Oct 28 · Admin Building" },
+
+        {
+          "id": "actionsRow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["approveDialog", "messageDrawer"]
+        },
+        {
+          "id": "approveDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Approve New Course",
+          "title": "Approve New Course Offering",
+          "description": "Review and confirm the details for the new course.",
+          "triggerVariant": "default",
+          "content": ["courseForm"]
+        },
+        {
+          "id": "courseForm",
+          "component": "Form",
+          "name": "newCourse",
+          "buttons": "courseFormButtons",
+          "fields": ["fcCourseName", "fcDept", "fcCredits"]
+        },
+        {
+          "id": "fcCourseName",
+          "component": "FormControl",
+          "label": "Course Name",
+          "input": "inpCourseName",
+          "hint": "e.g. CS 340 Machine Learning"
+        },
+        { "id": "inpCourseName", "component": "Input", "name": "courseName", "type": "text", "placeholder": "Enter course name" },
+        {
+          "id": "fcDept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "selCourseDept"
+        },
+        {
+          "id": "selCourseDept",
+          "component": "Select",
+          "name": "courseDept",
+          "placeholder": "Select department",
+          "items": ["cdCS", "cdBio", "cdBus", "cdEng", "cdArts"]
+        },
+        { "id": "cdCS", "component": "SelectItem", "value": "cs", "label": "Computer Science" },
+        { "id": "cdBio", "component": "SelectItem", "value": "bio", "label": "Biology" },
+        { "id": "cdBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "cdEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "cdArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        {
+          "id": "fcCredits",
+          "component": "FormControl",
+          "label": "Credit Hours",
+          "input": "inpCredits"
+        },
+        { "id": "inpCredits", "component": "Input", "name": "credits", "type": "number", "placeholder": "3" },
+        {
+          "id": "courseFormButtons",
+          "component": "Buttons",
+          "buttons": ["btnApproveCourse"]
+        },
+        { "id": "btnApproveCourse", "component": "Button", "label": "Approve Course", "variant": "primary", "action": ["approveCourse"] },
+
+        {
+          "id": "messageDrawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "Message a Student Group",
+          "title": "Send Message to Student Group",
+          "description": "Compose and send an announcement.",
+          "content": ["msgForm"]
+        },
+        {
+          "id": "msgForm",
+          "component": "Form",
+          "name": "studentMessage",
+          "buttons": "msgFormButtons",
+          "fields": ["fcGroup", "fcSubject", "fcBody"]
+        },
+        {
+          "id": "fcGroup",
+          "component": "FormControl",
+          "label": "Recipient Group",
+          "input": "selGroup"
+        },
+        {
+          "id": "selGroup",
+          "component": "Select",
+          "name": "group",
+          "placeholder": "Choose a group",
+          "items": ["grpAll", "grpRisk", "grpWaitlist", "grpSeniors", "grpFreshmen"]
+        },
+        { "id": "grpAll", "component": "SelectItem", "value": "all", "label": "All Students" },
+        { "id": "grpRisk", "component": "SelectItem", "value": "risk", "label": "At-Risk Students" },
+        { "id": "grpWaitlist", "component": "SelectItem", "value": "waitlist", "label": "Waitlisted Students" },
+        { "id": "grpSeniors", "component": "SelectItem", "value": "seniors", "label": "Graduating Seniors" },
+        { "id": "grpFreshmen", "component": "SelectItem", "value": "freshmen", "label": "First-Year Students" },
+        {
+          "id": "fcSubject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "inpSubject"
+        },
+        { "id": "inpSubject", "component": "Input", "name": "subject", "type": "text", "placeholder": "Message subject" },
+        {
+          "id": "fcBody",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "inpBody"
+        },
+        { "id": "inpBody", "component": "TextArea", "name": "body", "placeholder": "Write your message...", "rows": 5 },
+        {
+          "id": "msgFormButtons",
+          "component": "Buttons",
+          "buttons": ["btnSendMsg"]
+        },
+        { "id": "btnSendMsg", "component": "Button", "label": "Send Message", "variant": "primary", "action": ["sendMessage"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+1. **Total enrollment + 5-year trend** — KPI card + line chart
+2. **Applications by program** — horizontal bar chart
+3. **Acceptance rate** — KPI card + donut chart
+4. **Tuition revenue this year** — KPI card
+5. **Course fill rate** — table (Fill % column)
+6. **Teaching load by faculty** — table (Faculty + Load columns)
+7. **Students at academic risk** — alert + breakdown list
+8. **Scholarship budget used vs. total** — progress bar
+9. **Housing occupancy** — KPI card + stacked bar by residence
+10. **Campus events this month** — event list
+11. **Alumni giving (4 years)** — area chart
+12. **Focus on one department** — department select filter at top
+13. **This semester vs. last** — grouped bar chart
+14. **Waitlisted students per program** — bar chart
+15. **Approve a new course** — dialog with a course form
+16. **Message a student group** — drawer with a messaging form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..a2bb21322
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r3.txt
@@ -0,0 +1,473 @@
+Here's a comprehensive university administrator dashboard covering all 16 items.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E4C8A", "agentDisplayName": "University Admin" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "filterCard", "kpiRow", "row2", "row3", "row4", "row5", "row6", "actionsCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Institutional snapshot \u2014 current academic year"
+        },
+
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["deptFilterControl", "filterButtons"]
+        },
+        {
+          "id": "deptFilterControl",
+          "component": "FormControl",
+          "label": "Focus on a department (item 12)",
+          "input": "deptSelect",
+          "hint": "Filter dashboard figures to a single department"
+        },
+        {
+          "id": "deptSelect",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "All departments",
+          "items": ["deptAll", "deptEng", "deptBus", "deptArts", "deptSci", "deptMed"]
+        },
+        { "id": "deptAll", "component": "SelectItem", "value": "all", "label": "All Departments" },
+        { "id": "deptEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "deptBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "deptArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "deptSci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "deptMed", "component": "SelectItem", "value": "med", "label": "Medicine" },
+        {
+          "id": "filterButtons",
+          "component": "Buttons",
+          "buttons": ["applyFilterBtn"]
+        },
+        {
+          "id": "applyFilterBtn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "secondary",
+          "action": ["applyDepartmentFilter"]
+        },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiEnroll", "kpiAccept", "kpiTuition", "kpiSemester"]
+        },
+        {
+          "id": "kpiEnroll",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiEnrollLabel", "kpiEnrollVal"]
+        },
+        { "id": "kpiEnrollLabel", "component": "TextContent", "text": "Total Enrollment", "size": "small" },
+        { "id": "kpiEnrollVal", "component": "Heading", "text": "24,880", "level": "h2" },
+        {
+          "id": "kpiAccept",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiAcceptLabel", "kpiAcceptVal"]
+        },
+        { "id": "kpiAcceptLabel", "component": "TextContent", "text": "Acceptance Rate (item 3)", "size": "small" },
+        { "id": "kpiAcceptVal", "component": "Heading", "text": "38.6%", "level": "h2" },
+        {
+          "id": "kpiTuition",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiTuitionLabel", "kpiTuitionVal"]
+        },
+        { "id": "kpiTuitionLabel", "component": "TextContent", "text": "Tuition Revenue (item 4)", "size": "small" },
+        { "id": "kpiTuitionVal", "component": "Heading", "text": "$412.5M", "level": "h2" },
+        {
+          "id": "kpiSemester",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiSemesterLabel", "kpiSemesterVal"]
+        },
+        { "id": "kpiSemesterLabel", "component": "TextContent", "text": "Semester vs Last (item 13)", "size": "small" },
+        { "id": "kpiSemesterVal", "component": "Heading", "text": "+3.2%", "level": "h2" },
+
+        {
+          "id": "row2",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["enrollTrendCard", "applicationsCard"]
+        },
+        {
+          "id": "enrollTrendCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["enrollTrendHeader", "enrollTrendChart"]
+        },
+        { "id": "enrollTrendHeader", "component": "CardHeader", "title": "Total Enrollment \u2014 5 Year Movement", "subtitle": "Item 1" },
+        {
+          "id": "enrollTrendChart",
+          "component": "LineChart",
+          "labels": ["2021", "2022", "2023", "2024", "2025"],
+          "series": ["enrollSeries"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Students"
+        },
+        { "id": "enrollSeries", "component": "Series", "category": "Enrollment", "values": [21200, 22050, 22900, 24010, 24880] },
+        {
+          "id": "applicationsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["applicationsHeader", "applicationsChart"]
+        },
+        { "id": "applicationsHeader", "component": "CardHeader", "title": "Applications by Program", "subtitle": "Item 2" },
+        {
+          "id": "applicationsChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Business", "Arts & Humanities", "Sciences", "Medicine"],
+          "series": ["appsSeries"],
+          "xLabel": "Applications",
+          "yLabel": "Program"
+        },
+        { "id": "appsSeries", "component": "Series", "category": "Applications", "values": [8400, 6900, 4200, 5100, 3800] },
+
+        {
+          "id": "row3",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["courseFillCard", "facultyLoadCard"]
+        },
+        {
+          "id": "courseFillCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["courseFillHeader", "fill1", "fill2", "fill3", "fill4", "fill5"]
+        },
+        { "id": "courseFillHeader", "component": "CardHeader", "title": "Course Offering Fill Rate", "subtitle": "Item 5" },
+        { "id": "fill1", "component": "Progress", "value": 96, "label": "CS 101 \u2014 Intro to Computing (96%)" },
+        { "id": "fill2", "component": "Progress", "value": 82, "label": "BUS 210 \u2014 Marketing (82%)" },
+        { "id": "fill3", "component": "Progress", "value": 74, "label": "BIO 150 \u2014 Genetics (74%)" },
+        { "id": "fill4", "component": "Progress", "value": 100, "label": "ENG 305 \u2014 Thermodynamics (100%)" },
+        { "id": "fill5", "component": "Progress", "value": 58, "label": "HUM 220 \u2014 Philosophy (58%)" },
+        {
+          "id": "facultyLoadCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["facultyLoadHeader", "facultyTable"]
+        },
+        { "id": "facultyLoadHeader", "component": "CardHeader", "title": "Teaching Load by Faculty", "subtitle": "Item 6" },
+        {
+          "id": "facultyTable",
+          "component": "Table",
+          "columns": ["facCol", "facCourses", "facCredits", "facStudents"]
+        },
+        { "id": "facCol", "component": "Col", "label": "Faculty", "type": "string", "data": ["Dr. Reyes", "Dr. Okafor", "Dr. Chen", "Dr. Novak", "Dr. Haddad"] },
+        { "id": "facCourses", "component": "Col", "label": "Courses", "type": "number", "data": [4, 3, 5, 2, 4] },
+        { "id": "facCredits", "component": "Col", "label": "Credit Hrs", "type": "number", "data": [12, 9, 15, 6, 12] },
+        { "id": "facStudents", "component": "Col", "label": "Students", "type": "number", "data": [220, 145, 310, 90, 260] },
+
+        {
+          "id": "row4",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["riskCard", "waitlistCard"]
+        },
+        {
+          "id": "riskCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["riskHeader", "riskAlert", "riskTable"]
+        },
+        { "id": "riskHeader", "component": "CardHeader", "title": "Students at Academic Risk", "subtitle": "Item 7" },
+        { "id": "riskAlert", "component": "Alert", "title": "142 students below 2.0 GPA", "description": "Advising outreach recommended for flagged students.", "variant": "warning" },
+        {
+          "id": "riskTable",
+          "component": "Table",
+          "columns": ["riskDept", "riskCount", "riskGpa"]
+        },
+        { "id": "riskDept", "component": "Col", "label": "Department", "type": "string", "data": ["Engineering", "Business", "Sciences", "Arts", "Medicine"] },
+        { "id": "riskCount", "component": "Col", "label": "At Risk", "type": "number", "data": [48, 31, 27, 22, 14] },
+        { "id": "riskGpa", "component": "Col", "label": "Avg GPA", "type": "number", "data": [1.7, 1.8, 1.6, 1.9, 1.75] },
+        {
+          "id": "waitlistCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["waitlistHeader", "waitlistChart"]
+        },
+        { "id": "waitlistHeader", "component": "CardHeader", "title": "Waitlisted Students by Program", "subtitle": "Item 14" },
+        {
+          "id": "waitlistChart",
+          "component": "BarChart",
+          "labels": ["Engineering", "Business", "Arts", "Sciences", "Medicine"],
+          "series": ["waitlistSeries"],
+          "variant": "grouped",
+          "xLabel": "Program",
+          "yLabel": "Waitlisted"
+        },
+        { "id": "waitlistSeries", "component": "Series", "category": "Waitlisted", "values": [312, 188, 96, 140, 205] },
+
+        {
+          "id": "row5",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["scholarshipCard", "housingCard"]
+        },
+        {
+          "id": "scholarshipCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scholarshipHeader", "scholarshipProgress", "scholarshipText"]
+        },
+        { "id": "scholarshipHeader", "component": "CardHeader", "title": "Scholarship Budget Used", "subtitle": "Item 8" },
+        { "id": "scholarshipProgress", "component": "Progress", "value": 78, "label": "$46.8M of $60M used (78%)" },
+        { "id": "scholarshipText", "component": "TextContent", "text": "**$13.2M remaining** for the current cycle.", "size": "small" },
+        {
+          "id": "housingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["housingHeader", "housingChart"]
+        },
+        { "id": "housingHeader", "component": "CardHeader", "title": "Housing Occupancy", "subtitle": "Item 9" },
+        {
+          "id": "housingChart",
+          "component": "PieChart",
+          "labels": ["Occupied", "Vacant"],
+          "values": [8940, 1060],
+          "variant": "donut",
+          "appearance": "circular"
+        },
+
+        {
+          "id": "row6",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["eventsCard", "givingCard"]
+        },
+        {
+          "id": "eventsCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["eventsHeader", "eventsList"]
+        },
+        { "id": "eventsHeader", "component": "CardHeader", "title": "Campus Events This Month", "subtitle": "Item 10" },
+        {
+          "id": "eventsList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev1", "ev2", "ev3", "ev4"]
+        },
+        { "id": "ev1", "component": "ListItem", "title": "Fall Career Fair", "subtitle": "Oct 8 \u2014 Main Hall" },
+        { "id": "ev2", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Oct 14\u201316 \u2014 Campus-wide" },
+        { "id": "ev3", "component": "ListItem", "title": "Research Symposium", "subtitle": "Oct 22 \u2014 Science Center" },
+        { "id": "ev4", "component": "ListItem", "title": "Board of Trustees Meeting", "subtitle": "Oct 29 \u2014 Admin Building" },
+        {
+          "id": "givingCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["givingHeader", "givingChart"]
+        },
+        { "id": "givingHeader", "component": "CardHeader", "title": "Alumni Giving \u2014 Past 4 Years", "subtitle": "Item 11" },
+        {
+          "id": "givingChart",
+          "component": "AreaChart",
+          "labels": ["2022", "2023", "2024", "2025"],
+          "series": ["givingSeries"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Giving ($M)"
+        },
+        { "id": "givingSeries", "component": "Series", "category": "Alumni Giving", "values": [18.4, 21.0, 24.6, 29.3] },
+
+        {
+          "id": "actionsCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["approveCourseDialog", "messageDrawer"]
+        },
+        {
+          "id": "approveCourseDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Approve a New Course (item 15)",
+          "title": "Approve New Course",
+          "description": "Review and approve a new course offering.",
+          "triggerVariant": "default",
+          "content": ["approveForm"]
+        },
+        {
+          "id": "approveForm",
+          "component": "Form",
+          "name": "approveCourseForm",
+          "buttons": "approveFormButtons",
+          "fields": ["courseCodeControl", "courseTitleControl", "courseDeptControl", "courseCapControl"]
+        },
+        { "id": "courseCodeControl", "component": "FormControl", "label": "Course Code", "input": "courseCodeInput" },
+        { "id": "courseCodeInput", "component": "Input", "name": "courseCode", "placeholder": "e.g. CS 410", "type": "text" },
+        { "id": "courseTitleControl", "component": "FormControl", "label": "Course Title", "input": "courseTitleInput" },
+        { "id": "courseTitleInput", "component": "Input", "name": "courseTitle", "placeholder": "e.g. Machine Learning", "type": "text" },
+        { "id": "courseDeptControl", "component": "FormControl", "label": "Department", "input": "courseDeptSelect" },
+        {
+          "id": "courseDeptSelect",
+          "component": "Select",
+          "name": "courseDept",
+          "placeholder": "Select department",
+          "items": ["cdEng", "cdBus", "cdArts", "cdSci", "cdMed"]
+        },
+        { "id": "cdEng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "cdBus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "cdArts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "cdSci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "cdMed", "component": "SelectItem", "value": "med", "label": "Medicine" },
+        { "id": "courseCapControl", "component": "FormControl", "label": "Seat Capacity", "input": "courseCapInput" },
+        { "id": "courseCapInput", "component": "Input", "name": "courseCap", "placeholder": "e.g. 40", "type": "number" },
+        {
+          "id": "approveFormButtons",
+          "component": "Buttons",
+          "buttons": ["approveSubmitBtn"]
+        },
+        { "id": "approveSubmitBtn", "component": "Button", "label": "Approve Course", "variant": "primary", "action": ["submitCourseApproval"] },
+
+        {
+          "id": "messageDrawer",
+          "component": "DrawerBlock",
+          "triggerLabel": "Message a Student Group (item 16)",
+          "title": "Send Message to Student Group",
+          "description": "Compose and send a broadcast message.",
+          "content": ["messageForm"]
+        },
+        {
+          "id": "messageForm",
+          "component": "Form",
+          "name": "messageForm",
+          "buttons": "messageFormButtons",
+          "fields": ["msgGroupControl", "msgSubjectControl", "msgBodyControl"]
+        },
+        { "id": "msgGroupControl", "component": "FormControl", "label": "Recipient Group", "input": "msgGroupSelect" },
+        {
+          "id": "msgGroupSelect",
+          "component": "Select",
+          "name": "msgGroup",
+          "placeholder": "Select a group",
+          "items": ["mgAll", "mgFresh", "mgRisk", "mgWaitlist", "mgScholar"]
+        },
+        { "id": "mgAll", "component": "SelectItem", "value": "all", "label": "All Students" },
+        { "id": "mgFresh", "component": "SelectItem", "value": "freshmen", "label": "Freshmen" },
+        { "id": "mgRisk", "component": "SelectItem", "value": "risk", "label": "At-Risk Students" },
+        { "id": "mgWaitlist", "component": "SelectItem", "value": "waitlist", "label": "Waitlisted Students" },
+        { "id": "mgScholar", "component": "SelectItem", "value": "scholars", "label": "Scholarship Recipients" },
+        { "id": "msgSubjectControl", "component": "FormControl", "label": "Subject", "input": "msgSubjectInput" },
+        { "id": "msgSubjectInput", "component": "Input", "name": "msgSubject", "placeholder": "Message subject", "type": "text" },
+        { "id": "msgBodyControl", "component": "FormControl", "label": "Message", "input": "msgBodyInput" },
+        { "id": "msgBodyInput", "component": "TextArea", "name": "msgBody", "placeholder": "Type your message...", "rows": 5 },
+        {
+          "id": "messageFormButtons",
+          "component": "Buttons",
+          "buttons": ["msgSendBtn"]
+        },
+        { "id": "msgSendBtn", "component": "Button", "label": "Send Message", "variant": "primary", "action": ["sendStudentMessage"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 16 items:
+
+1. **Total enrollment + 5-year movement** — KPI card + line chart
+2. **Applications by program** — horizontal bar chart
+3. **Acceptance rate** — KPI card (38.6%)
+4. **Tuition revenue** — KPI card ($412.5M)
+5. **Course fill rate** — progress bars per offering
+6. **Teaching load by faculty** — table
+7. **Students at academic risk** — alert + breakdown table
+8. **Scholarship budget used** — progress bar (78% of $60M)
+9. **Housing occupancy** — donut chart
+10. **Campus events this month** — numbered list
+11. **Alumni giving (4 years)** — area chart
+12. **Focus on one department** — top select filter
+13. **Semester vs last** — KPI card (+3.2%)
+14. **Waitlisted per program** — bar chart
+15. **Approve a new course** — dialog with form
+16. **Message a student group** — drawer with compose form
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..7ebbc7127
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/a2ui__b5-university__r4.txt
@@ -0,0 +1,488 @@
+Here's a comprehensive university administrator's overview covering all 16 requirements.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1E56A0", "agentDisplayName": "University Admin Dashboard" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "focus-dept",
+            "kpi-row",
+            "enroll-section",
+            "apps-section",
+            "capacity-section",
+            "faculty-section",
+            "risk-section",
+            "housing-events-section",
+            "alumni-section",
+            "compare-section",
+            "actions-section"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "University Administrator Overview",
+          "subtitle": "Fall Semester — Institutional Snapshot"
+        },
+
+        {
+          "id": "focus-dept",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["focus-label", "focus-select"]
+        },
+        {
+          "id": "focus-label",
+          "component": "Label",
+          "text": "Focus on department:"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "focusDepartment",
+          "placeholder": "All Departments",
+          "items": ["fd-all", "fd-eng", "fd-bus", "fd-arts", "fd-sci", "fd-med"]
+        },
+        { "id": "fd-all", "component": "SelectItem", "value": "all", "label": "All Departments" },
+        { "id": "fd-eng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "fd-bus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "fd-arts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "fd-sci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "fd-med", "component": "SelectItem", "value": "med", "label": "Medicine" },
+
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-enroll", "kpi-accept", "kpi-tuition", "kpi-scholar"]
+        },
+        {
+          "id": "kpi-enroll",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-enroll-label", "kpi-enroll-value", "kpi-enroll-badge"]
+        },
+        { "id": "kpi-enroll-label", "component": "Label", "text": "Total Enrollment" },
+        { "id": "kpi-enroll-value", "component": "Heading", "text": "24,850", "level": "h2" },
+        { "id": "kpi-enroll-badge", "component": "Badge", "text": "▲ 6.2% over 5 yrs", "variant": "secondary" },
+
+        {
+          "id": "kpi-accept",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-accept-label", "kpi-accept-value", "kpi-accept-progress"]
+        },
+        { "id": "kpi-accept-label", "component": "Label", "text": "Acceptance Rate" },
+        { "id": "kpi-accept-value", "component": "Heading", "text": "42%", "level": "h2" },
+        { "id": "kpi-accept-progress", "component": "Progress", "value": 42, "label": "12,300 accepted of 29,286 applicants" },
+
+        {
+          "id": "kpi-tuition",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-tuition-label", "kpi-tuition-value", "kpi-tuition-badge"]
+        },
+        { "id": "kpi-tuition-label", "component": "Label", "text": "Tuition Revenue (This Year)" },
+        { "id": "kpi-tuition-value", "component": "Heading", "text": "$412.6M", "level": "h2" },
+        { "id": "kpi-tuition-badge", "component": "Badge", "text": "▲ 4.1% YoY", "variant": "secondary" },
+
+        {
+          "id": "kpi-scholar",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-scholar-label", "kpi-scholar-value", "kpi-scholar-progress"]
+        },
+        { "id": "kpi-scholar-label", "component": "Label", "text": "Scholarship Budget Used" },
+        { "id": "kpi-scholar-value", "component": "Heading", "text": "$38.4M / $45M", "level": "h2" },
+        { "id": "kpi-scholar-progress", "component": "Progress", "value": 85, "label": "85% of scholarship budget allocated" },
+
+        {
+          "id": "enroll-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["enroll-header", "enroll-chart"]
+        },
+        { "id": "enroll-header", "component": "CardHeader", "title": "Total Enrollment — 5 Year Trend", "subtitle": "Headcount by academic year" },
+        {
+          "id": "enroll-chart",
+          "component": "AreaChart",
+          "labels": ["2021", "2022", "2023", "2024", "2025"],
+          "series": ["enroll-series"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Students"
+        },
+        { "id": "enroll-series", "component": "Series", "category": "Enrollment", "values": [23400, 23800, 24100, 24500, 24850] },
+
+        {
+          "id": "apps-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["apps-header", "apps-chart", "waitlist-sub"]
+        },
+        { "id": "apps-header", "component": "CardHeader", "title": "Applications by Program", "subtitle": "Current admissions cycle" },
+        {
+          "id": "apps-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Business", "Arts & Humanities", "Sciences", "Medicine"],
+          "series": ["apps-series"],
+          "xLabel": "Applications",
+          "yLabel": "Program"
+        },
+        { "id": "apps-series", "component": "Series", "category": "Applications", "values": [8200, 6900, 4100, 5800, 4286] },
+
+        {
+          "id": "waitlist-sub",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["waitlist-title", "waitlist-table"]
+        },
+        { "id": "waitlist-title", "component": "Heading", "text": "Waitlisted Students per Program", "level": "h4" },
+        {
+          "id": "waitlist-table",
+          "component": "Table",
+          "columns": ["wl-col-prog", "wl-col-count"]
+        },
+        { "id": "wl-col-prog", "component": "Col", "label": "Program", "type": "string", "data": ["Engineering", "Business", "Arts & Humanities", "Sciences", "Medicine"] },
+        { "id": "wl-col-count", "component": "Col", "label": "Waitlisted", "type": "number", "data": [420, 310, 145, 260, 380] },
+
+        {
+          "id": "capacity-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["capacity-header", "capacity-table"]
+        },
+        { "id": "capacity-header", "component": "CardHeader", "title": "Course Offering Fill Rates", "subtitle": "Enrolled vs. capacity per section" },
+        {
+          "id": "capacity-table",
+          "component": "Table",
+          "columns": ["cap-col-course", "cap-col-enrolled", "cap-col-cap", "cap-col-fill"]
+        },
+        { "id": "cap-col-course", "component": "Col", "label": "Course", "type": "string", "data": ["CS 101 Intro to Programming", "BUS 210 Marketing", "BIO 305 Genetics", "ENG 240 Thermodynamics", "HUM 150 World Literature"] },
+        { "id": "cap-col-enrolled", "component": "Col", "label": "Enrolled", "type": "number", "data": [298, 175, 88, 132, 95] },
+        { "id": "cap-col-cap", "component": "Col", "label": "Capacity", "type": "number", "data": [300, 200, 90, 140, 150] },
+        { "id": "cap-col-fill", "component": "Col", "label": "Fill %", "type": "string", "data": ["99%", "88%", "98%", "94%", "63%"] },
+
+        {
+          "id": "faculty-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["faculty-header", "faculty-chart"]
+        },
+        { "id": "faculty-header", "component": "CardHeader", "title": "Teaching Load by Faculty Member", "subtitle": "Credit hours assigned this semester" },
+        {
+          "id": "faculty-chart",
+          "component": "BarChart",
+          "labels": ["Dr. Chen", "Dr. Patel", "Dr. Okafor", "Dr. Rossi", "Dr. Nakamura"],
+          "series": ["faculty-series"],
+          "xLabel": "Faculty",
+          "yLabel": "Credit Hours"
+        },
+        { "id": "faculty-series", "component": "Series", "category": "Credit Hours", "values": [12, 9, 15, 6, 11] },
+
+        {
+          "id": "risk-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risk-alert", "risk-table"]
+        },
+        {
+          "id": "risk-alert",
+          "component": "Alert",
+          "title": "Students at Academic Risk",
+          "description": "87 students are currently flagged below a 2.0 GPA threshold and require advising intervention.",
+          "variant": "warning"
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["risk-col-name", "risk-col-prog", "risk-col-gpa", "risk-col-status"]
+        },
+        { "id": "risk-col-name", "component": "Col", "label": "Student", "type": "string", "data": ["A. Morgan", "L. Kim", "R. Diaz", "T. Bello"] },
+        { "id": "risk-col-prog", "component": "Col", "label": "Program", "type": "string", "data": ["Engineering", "Business", "Sciences", "Arts & Humanities"] },
+        { "id": "risk-col-gpa", "component": "Col", "label": "GPA", "type": "number", "data": [1.7, 1.9, 1.5, 1.8] },
+        { "id": "risk-col-status", "component": "Col", "label": "Status", "type": "string", "data": ["Probation", "Warning", "Probation", "Warning"] },
+
+        {
+          "id": "housing-events-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["housing-card", "events-card"]
+        },
+        {
+          "id": "housing-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["housing-header", "housing-chart"]
+        },
+        { "id": "housing-header", "component": "CardHeader", "title": "Housing Occupancy", "subtitle": "Beds occupied vs. available" },
+        {
+          "id": "housing-chart",
+          "component": "PieChart",
+          "labels": ["Occupied", "Vacant"],
+          "values": [6420, 780],
+          "variant": "donut"
+        },
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["events-header", "events-list"]
+        },
+        { "id": "events-header", "component": "CardHeader", "title": "Campus Events This Month", "subtitle": "Upcoming scheduled events" },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["ev-1", "ev-2", "ev-3", "ev-4"]
+        },
+        { "id": "ev-1", "component": "ListItem", "title": "Fall Career Fair", "subtitle": "Oct 8 · Main Hall" },
+        { "id": "ev-2", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Oct 14–16 · Campus-wide" },
+        { "id": "ev-3", "component": "ListItem", "title": "Research Symposium", "subtitle": "Oct 22 · Science Center" },
+        { "id": "ev-4", "component": "ListItem", "title": "Alumni Gala", "subtitle": "Oct 29 · Grand Ballroom" },
+
+        {
+          "id": "alumni-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alumni-header", "alumni-chart"]
+        },
+        { "id": "alumni-header", "component": "CardHeader", "title": "Alumni Giving — Past 4 Years", "subtitle": "Total annual donations ($M)" },
+        {
+          "id": "alumni-chart",
+          "component": "LineChart",
+          "labels": ["2022", "2023", "2024", "2025"],
+          "series": ["alumni-series"],
+          "variant": "natural",
+          "xLabel": "Year",
+          "yLabel": "Donations ($M)"
+        },
+        { "id": "alumni-series", "component": "Series", "category": "Alumni Giving", "values": [18.2, 21.5, 24.8, 29.3] },
+
+        {
+          "id": "compare-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["compare-header", "compare-chart"]
+        },
+        { "id": "compare-header", "component": "CardHeader", "title": "This Semester vs. Last Semester", "subtitle": "Key metrics comparison" },
+        {
+          "id": "compare-chart",
+          "component": "BarChart",
+          "labels": ["Enrollment (00s)", "Avg GPA (x1k)", "Retention %", "Course Fill %"],
+          "series": ["compare-last", "compare-this"],
+          "variant": "grouped",
+          "xLabel": "Metric",
+          "yLabel": "Value"
+        },
+        { "id": "compare-last", "component": "Series", "category": "Last Semester", "values": [245, 3120, 89, 84] },
+        { "id": "compare-this", "component": "Series", "category": "This Semester", "values": [249, 3180, 91, 88] },
+
+        {
+          "id": "actions-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["approve-course-card", "message-group-card"]
+        },
+
+        {
+          "id": "approve-course-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["approve-header", "approve-form"]
+        },
+        { "id": "approve-header", "component": "CardHeader", "title": "Approve a New Course", "subtitle": "Add a course offering to the catalog" },
+        {
+          "id": "approve-form",
+          "component": "Form",
+          "name": "approveCourseForm",
+          "buttons": "approve-buttons",
+          "fields": ["approve-fc-title", "approve-fc-dept", "approve-fc-credits"]
+        },
+        {
+          "id": "approve-fc-title",
+          "component": "FormControl",
+          "label": "Course Title",
+          "input": "approve-input-title"
+        },
+        { "id": "approve-input-title", "component": "Input", "name": "courseTitle", "placeholder": "e.g. Advanced Machine Learning", "type": "text" },
+        {
+          "id": "approve-fc-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "approve-select-dept"
+        },
+        {
+          "id": "approve-select-dept",
+          "component": "Select",
+          "name": "courseDept",
+          "placeholder": "Select department",
+          "items": ["ac-eng", "ac-bus", "ac-arts", "ac-sci", "ac-med"]
+        },
+        { "id": "ac-eng", "component": "SelectItem", "value": "eng", "label": "Engineering" },
+        { "id": "ac-bus", "component": "SelectItem", "value": "bus", "label": "Business" },
+        { "id": "ac-arts", "component": "SelectItem", "value": "arts", "label": "Arts & Humanities" },
+        { "id": "ac-sci", "component": "SelectItem", "value": "sci", "label": "Sciences" },
+        { "id": "ac-med", "component": "SelectItem", "value": "med", "label": "Medicine" },
+        {
+          "id": "approve-fc-credits",
+          "component": "FormControl",
+          "label": "Credit Hours",
+          "input": "approve-input-credits"
+        },
+        { "id": "approve-input-credits", "component": "Input", "name": "courseCredits", "placeholder": "e.g. 3", "type": "number" },
+        {
+          "id": "approve-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["approve-btn"]
+        },
+        { "id": "approve-btn", "component": "Button", "label": "Approve Course", "variant": "primary" },
+
+        {
+          "id": "message-group-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["message-header", "message-form"]
+        },
+        { "id": "message-header", "component": "CardHeader", "title": "Message a Student Group", "subtitle": "Send an announcement to a cohort" },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "messageGroupForm",
+          "buttons": "message-buttons",
+          "fields": ["message-fc-group", "message-fc-subject", "message-fc-body"]
+        },
+        {
+          "id": "message-fc-group",
+          "component": "FormControl",
+          "label": "Student Group",
+          "input": "message-select-group"
+        },
+        {
+          "id": "message-select-group",
+          "component": "Select",
+          "name": "targetGroup",
+          "placeholder": "Select a group",
+          "items": ["mg-freshmen", "mg-seniors", "mg-atrisk", "mg-eng", "mg-scholars"]
+        },
+        { "id": "mg-freshmen", "component": "SelectItem", "value": "freshmen", "label": "All Freshmen" },
+        { "id": "mg-seniors", "component": "SelectItem", "value": "seniors", "label": "Graduating Seniors" },
+        { "id": "mg-atrisk", "component": "SelectItem", "value": "atrisk", "label": "At-Risk Students" },
+        { "id": "mg-eng", "component": "SelectItem", "value": "eng", "label": "Engineering Majors" },
+        { "id": "mg-scholars", "component": "SelectItem", "value": "scholars", "label": "Scholarship Recipients" },
+        {
+          "id": "message-fc-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "message-input-subject"
+        },
+        { "id": "message-input-subject", "component": "Input", "name": "msgSubject", "placeholder": "Announcement subject", "type": "text" },
+        {
+          "id": "message-fc-body",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "message-textarea-body"
+        },
+        { "id": "message-textarea-body", "component": "TextArea", "name": "msgBody", "placeholder": "Write your message...", "rows": 4 },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["message-btn"]
+        },
+        { "id": "message-btn", "component": "Button", "label": "Send Message", "variant": "primary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 items:
+
+1. **Total enrollment + 5-yr movement** — KPI card + area chart trend
+2. **Applications by program** — horizontal bar chart
+3. **Acceptance rate** — KPI card with progress bar (42%)
+4. **Tuition revenue this year** — KPI card ($412.6M)
+5. **Course offering fill rates** — enrolled vs. capacity table
+6. **Teaching load by faculty** — bar chart of credit hours
+7. **Students at academic risk** — warning alert + detail table
+8. **Scholarship budget used vs. total** — KPI card with progress (85%)
+9. **Housing occupancy** — donut chart (occupied vs. vacant)
+10. **Campus events this month** — numbered list
+11. **Alumni giving past 4 years** — line chart
+12. **Focus on one department** — department Select at the top
+13. **This semester vs. last** — grouped bar comparison
+14. **Waitlisted students per program** — table
+15. **Approve a new course** — form with submit action
+16. **Message a student group** — form with group selector and send action
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..7b664acf0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","amount-card","details","payment","note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-0142","subtitle":"From Jordan Rivera — Design & Development"}}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["amount-label","amount-value","amount-status"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small-heavy"}}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"level":"h1"}}}
+{"op":"add","path":"/elements/amount-status","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"destructive"}}}
+{"op":"add","path":"/state/invoice","value":{"currency":"USD","amount":"3,250.00","status":"Unpaid","dueDate":"April 30, 2024","daysLeft":"12"}}
+{"op":"add","path":"/elements/details","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between"},"children":["due-block","issued-block"]}}
+{"op":"add","path":"/elements/due-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["due-label","due-value","due-days"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small-heavy"}}}
+{"op":"add","path":"/elements/due-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/due-days","value":{"type":"Tag","props":{"text":{"$template":"${/invoice/daysLeft} days left"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/issued-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["issued-label","issued-value"]}}
+{"op":"add","path":"/elements/issued-label","value":{"type":"TextContent","props":{"text":"Issued On","size":"small-heavy"}}}
+{"op":"add","path":"/elements/issued-value","value":{"type":"TextContent","props":{"text":"April 16, 2024","size":"large-heavy"}}}
+{"op":"add","path":"/elements/payment","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["pay-btn","pay-methods"]}}
+{"op":"add","path":"/elements/pay-btn","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amount} Now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/status","value":"Processing…"}}}}}
+{"op":"add","path":"/elements/pay-methods","value":{"type":"TextContent","props":{"text":"Secure payment via card, bank transfer, or PayPal.","size":"small"}}}
+{"op":"add","path":"/elements/note","value":{"type":"TextCallout","props":{"variant":"info","title":"Payment Terms","description":"Payment is due within 15 days of issue. A 2% late fee applies after the due date."}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..69bda0ed3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","line-items","total-card","pay-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":{"$template":"Invoice ${/invoice/number}"},"subtitle":{"$template":"From ${/invoice/from} to ${/invoice/client}"}}}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-047","from":"Jordan Reyes Design","client":"Acme Corp.","currency":"USD","currencySymbol":"$","amountDue":"3,450.00","dueDate":"June 30, 2024","status":"Unpaid"}}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"between","align":"center"},"children":["amount-block","status-tag"]}}
+{"op":"add","path":"/elements/amount-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amount-label","amount-value","currency-note"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small-heavy"}}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue}"}}}}
+{"op":"add","path":"/elements/currency-note","value":{"type":"TextContent","props":{"text":{"$template":"Billed in ${/invoice/currency}"},"size":"small"}}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/invoice/status"},"variant":"danger","size":"lg"}}}
+{"op":"add","path":"/elements/line-items","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["items-heading","items-table"]}}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"level":"h4","text":"Line Items"}}}
+{"op":"add","path":"/elements/items-table","value":{"type":"Table","props":{"columns":["col-desc","col-hours","col-amount"]}}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","type":"string","data":["Brand identity design","Landing page UI","Design system setup"]}}}
+{"op":"add","path":"/elements/col-hours","value":{"type":"Col","props":{"label":"Hours","type":"number","data":[18,12,8]}}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount (USD)","type":"string","data":["$1,620.00","$1,080.00","$750.00"]}}}
+{"op":"add","path":"/elements/total-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["due-date-row","total-row"]}}
+{"op":"add","path":"/elements/due-date-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"default"}}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/total-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["total-label","total-value"]}}
+{"op":"add","path":"/elements/total-label","value":{"type":"TextContent","props":{"text":"Total Due","size":"default"}}}
+{"op":"add","path":"/elements/total-value","props":{},"value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue} ${/invoice/currency}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"children":["pay-buttons","paid-alert"]}}
+{"op":"add","path":"/elements/pay-buttons","value":{"type":"Buttons","props":{"buttons":["pay-now-btn","download-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/pay-now-btn","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currencySymbol}${/invoice/amountDue} Now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paid","value":true}}}}}
+{"op":"add","path":"/state/paid","value":false}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"large"}}}
+{"op":"add","path":"/elements/paid-alert","value":{"type":"Alert","props":{"title":"Payment Successful","description":"Thank you! Your payment has been received.","variant":"success"},"visible":{"$state":"/paid"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..b54a6a1b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","line-items","total-row","pay-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-heading","invoice-meta","status-tag"]}}
+{"op":"add","path":"/elements/invoice-heading","value":{"type":"Heading","props":{"text":"Invoice #INV-2024-087","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"TextContent","props":{"text":{"$template":"Billed to **${/client/name}** · Issued ${/invoice/issuedDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":"Unpaid","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/client","value":{"name":"Northwind Studios","email":"accounts@northwind.co"}}
+{"op":"add","path":"/state/invoice","value":{"issuedDate":"Feb 12, 2024","dueDate":"Feb 26, 2024","currency":"USD","amountDue":"3,450.00"}}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"xl","justify":"between","wrap":true},"children":["amount-block","due-block"]}}
+{"op":"add","path":"/elements/amount-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"$${/invoice/amountDue} ${/invoice/currency}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/due-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["due-label","due-value"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-value","value":{"type":"Heading","props":{"text":{"$state":"/invoice/dueDate"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/line-items","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["items-heading","items-table"]}}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"text":"Line Items","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/items-table","value":{"type":"Table","props":{"columns":["col-desc","col-qty","col-amount"]},"children":[]}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","type":"string","data":["Website redesign (design phase)","Frontend implementation","Content migration"]},"children":[]}}
+{"op":"add","path":"/elements/col-qty","value":{"type":"Col","props":{"label":"Hours","type":"number","data":[18,22,6]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount (USD)","type":"string","data":["$1,350.00","$1,650.00","$450.00"]},"children":[]}}
+{"op":"add","path":"/elements/total-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["total-label","total-value"]}}
+{"op":"add","path":"/elements/total-label","value":{"type":"TextContent","props":{"text":"Total Due","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/total-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/invoice/amountDue} ${/invoice/currency}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["pay-note","pay-buttons","paid-callout"]}}
+{"op":"add","path":"/elements/pay-note","value":{"type":"TextContent","props":{"text":{"$template":"Payment secured via Stripe. Due by **${/invoice/dueDate}**."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pay-buttons","value":{"type":"Buttons","props":{"buttons":["pay-now-btn","download-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-btn","value":{"type":"Button","props":{"label":"Pay $3,450.00 Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"large"},"children":[]}}
+{"op":"add","path":"/state/paid","value":false}
+{"op":"add","path":"/elements/paid-callout","value":{"type":"Callout","props":{"variant":"success","title":"Payment Received","description":"Thank you! Your payment has been processed successfully."},"visible":{"$state":"/paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..f7e50ba2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","invoice-meta","amount-card","line-items","pay-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["heading","from-line","status-tag"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Invoice #INV-2024-0142","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/from-line","value":{"type":"TextContent","props":{"text":"From **Jordan Rivera Design** · Billed to Acme Corp","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":"Unpaid","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"between"},"children":["meta-issued","meta-due"]}}
+{"op":"add","path":"/elements/meta-issued","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["issued-label","issued-value"]}}
+{"op":"add","path":"/elements/issued-label","value":{"type":"TextContent","props":{"text":"Issued","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/issued-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/issuedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meta-due","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["due-label","due-value"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/due-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"issuedDate":"May 1, 2024","dueDate":"May 15, 2024","currency":"USD","amountDue":"3,250.00","amountDueLabel":"$3,250.00"}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["amount-caption","amount-big","currency-badge"]}}
+{"op":"add","path":"/elements/amount-caption","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-big","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/amountDueLabel}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/currency-badge","value":{"type":"Badge","props":{"text":{"$template":"Currency: ${/invoice/currency}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/line-items","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["line-heading","items-table","totals-row"]}}
+{"op":"add","path":"/elements/line-heading","value":{"type":"Heading","props":{"text":"Line Items","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/items-table","value":{"type":"Table","props":{"columns":["col-desc","col-qty","col-amount"]},"children":[]}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","type":"string","data":["Brand identity design","Landing page UI","Icon set (12 icons)"]},"children":[]}}
+{"op":"add","path":"/elements/col-qty","value":{"type":"Col","props":{"label":"Hours","type":"number","data":[18,14,8]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","type":"string","data":["$1,350.00","$1,050.00","$850.00"]},"children":[]}}
+{"op":"add","path":"/elements/totals-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between"},"children":["total-label","total-value"]}}
+{"op":"add","path":"/elements/total-label","value":{"type":"TextContent","props":{"text":"Total Due","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/total-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/amountDueLabel} ${/invoice/currency}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pay-info","pay-buttons","paid-confirm"]}}
+{"op":"add","path":"/elements/pay-info","value":{"type":"TextContent","props":{"text":{"$template":"Pay **${/invoice/amountDueLabel} ${/invoice/currency}** by **${/invoice/dueDate}**. Secure payment via card or bank transfer."},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/pay-buttons","value":{"type":"Buttons","props":{"buttons":["btn-pay","btn-methods"],"direction":"row"},"visible":{"$state":"/paid","not":true},"children":[]}}
+{"op":"add","path":"/elements/btn-pay","value":{"type":"Button","props":{"label":"Pay Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-methods","value":{"type":"Button","props":{"label":"Payment Methods","variant":"secondary","size":"large"},"children":[]}}
+{"op":"add","path":"/state/paid","value":false}
+{"op":"add","path":"/elements/paid-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Payment Received","description":"Thank you! Your payment has been processed successfully."},"visible":{"$state":"/paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..a4ee160a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","meeting-card","attendees-section","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"Your next meeting on the calendar"}}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-tag","meeting-title","meeting-time"]}}
+{"op":"add","path":"/elements/meeting-tag","value":{"type":"Tag","props":{"text":"Starting soon","variant":"success","size":"sm","icon":"clock"}}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"}}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"🕒 ${/meeting/date} · ${/meeting/start} – ${/meeting/end}"},"size":"large"}}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","date":"Today, Jun 12","start":"2:30 PM","end":"3:15 PM","joinUrl":"https://meet.example.com/q3-roadmap"}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attendees-heading","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attendees","level":"h4"}}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-info","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"}}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","initials":"SC","role":"Product Manager","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Lee","initials":"ML","role":"Engineering Lead","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Nair","initials":"PN","role":"Design Lead","status":"Maybe"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Tom Alvarez","initials":"TA","role":"Data Analyst","status":"Pending"}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["join-note","join-button"]}}
+{"op":"add","path":"/elements/join-note","value":{"type":"TextContent","props":{"text":"Ready when you are — hop into the video call.","size":"small"}}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":"Join Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}}}}
+{"op":"add","path":"/state/joined","value":false}
+{"op":"add","path":"/elements/joined-callout","value":{"type":"Callout","props":{"variant":"success","title":"Joining call…","description":"Connecting you to the Q3 Product Roadmap Review."}}}
+{"op":"replace","path":"/elements/join-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["join-note","join-button","joined-callout"]}}
+{"op":"replace","path":"/elements/joined-callout","value":{"type":"Callout","props":{"variant":"success","title":"Joining call…","description":"Connecting you to the Q3 Product Roadmap Review."},"visible":{"$state":"/joined"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..d827ea733
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","meeting-card","attendees-section","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"A quick look at what's on your calendar"}}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["meeting-tag","meeting-title","meeting-time"]}}
+{"op":"add","path":"/elements/meeting-tag","value":{"type":"Tag","props":{"text":"Next Meeting","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"🕘 Starts at ${/meeting/startTime} · ${/meeting/date}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","startTime":"10:30 AM","date":"Today"}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attendees-heading","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attendees","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-info","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","justify":"center"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","initials":"SC","role":"Product Lead","status":"Organizer"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Reid","initials":"MR","role":"Engineering Manager","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Nair","initials":"PN","role":"Designer","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Tom Alvarez","initials":"TA","role":"Data Analyst","status":"Tentative"}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["join-info","join-buttons"]}}
+{"op":"add","path":"/elements/join-info","value":{"type":"TextContent","props":{"text":{"$template":"Meeting link: ${/meeting/link}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/meeting/link","value":"meet.company.com/roadmap-q3"}
+{"op":"add","path":"/elements/join-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-join","btn-copy"]},"children":["btn-join","btn-copy"]}}
+{"op":"add","path":"/elements/btn-join","value":{"type":"Button","props":{"label":"Join Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/linkCopied","value":true}}},"children":[]}}
+{"op":"add","path":"/state/joined","value":false}
+{"op":"add","path":"/state/linkCopied","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..c22a145ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,28 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","meeting-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"Your next meeting on the calendar"}}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["title-row","time-row","sep","attendees-header","attendees-list","join-row"]}}
+{"op":"add","path":"/elements/title-row","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"}}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","startTime":"Today, 2:30 PM – 3:15 PM","joinUrl":"https://meet.example.com/roadmap-q3"}}
+{"op":"add","path":"/elements/time-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["time-tag","time-text"]}}
+{"op":"add","path":"/elements/time-tag","value":{"type":"Tag","props":{"text":"Starts soon","icon":"clock","variant":"info","size":"md"}}}
+{"op":"add","path":"/elements/time-text","value":{"type":"TextContent","props":{"text":{"$state":"/meeting/startTime"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sep","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"Heading","props":{"text":"Attendees","level":"h4"}}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-info","attendee-badge"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}}}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"}}}
+{"op":"add","path":"/elements/attendee-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","role":"Product Lead","initials":"SC","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Reyes","role":"Engineering Manager","initials":"MR","status":"Accepted"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Nair","role":"UX Designer","initials":"PN","status":"Tentative"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Tom Baker","role":"Data Analyst","initials":"TB","status":"No reply"}}
+{"op":"add","path":"/elements/join-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["join-link","join-buttons"]}}
+{"op":"add","path":"/elements/join-link","value":{"type":"TextContent","props":{"text":{"$template":"Meeting link: ${/meeting/joinUrl}"},"size":"small"}}}
+{"op":"add","path":"/elements/join-buttons","value":{"type":"Buttons","props":{"buttons":["join-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/join-btn","value":{"type":"Button","props":{"label":"Join Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}}}}
+{"op":"add","path":"/state/joined","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..1398ae1e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","meeting-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Up Next","subtitle":"A quick look at what's on your calendar"}}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["meeting-badge","meeting-title","meeting-time","attendees-heading","attendees-list","join-btn"]}}
+{"op":"add","path":"/elements/meeting-badge","value":{"type":"Badge","props":{"text":"Next Meeting","variant":"secondary"}}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"}}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","time":"Today · 2:00 PM – 3:00 PM PDT","joinUrl":"https://meet.example.com/q3-roadmap"}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"🕑 ${/meeting/time}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attendees","level":"h4"}}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-item"]}}
+{"op":"add","path":"/elements/attendee-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"}}}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","role":"Product Manager · Organizer"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Lee","role":"Engineering Lead"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Nair","role":"Design Director"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"Tom Alvarez","role":"Data Analyst"}}
+{"op":"add","path":"/elements/join-btn","value":{"type":"Button","props":{"label":"Join Call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}}}}
+{"op":"add","path":"/state/joined","value":false}
+{"op":"add","path":"/elements/joined-alert","value":{"type":"Alert","props":{"title":"Joining the call…","description":"Connecting you to Q3 Product Roadmap Review.","variant":"success"},"visible":{"$state":"/joined"}}}
+{"op":"replace","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["meeting-badge","meeting-title","meeting-time","attendees-heading","attendees-list","join-btn","joined-alert"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..02d22238a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r1.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"center"},"children":["header","desc","form-card","success"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Digest","subtitle":"Fresh insight, every Monday"}}}
+{"op":"add","path":"/elements/desc","value":{"type":"TextContent","props":{"text":"Subscribe to get one curated email each week with the best new product launches, design breakdowns, and growth tips — delivered straight to your inbox.","size":"large"}}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/subscribed","not":true},"children":["email-control","subscribe-btn"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email. Unsubscribe anytime."}}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/success","value":{"type":"Callout","props":{"variant":"success","title":"You're in! 🎉","description":"Thanks for subscribing. Your first weekly digest is on its way."},"visible":{"$state":"/subscribed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..884320d3b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r2.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"center"},"children":["header","pitch","form-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Brief","subtitle":"Product insights, delivered every Thursday."}}}
+{"op":"add","path":"/elements/pitch","value":{"type":"TextContent","props":{"text":"Every week you'll get one curated email packed with the sharpest product launches, teardown breakdowns, and growth tactics — no fluff, just what matters.","size":"large"}}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["email-control","subscribe-btn","success-note"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email. Unsubscribe anytime."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/success-note","value":{"type":"Callout","props":{"variant":"success","title":"You're in!","description":"Check your inbox for a confirmation email."},"visible":{"$state":"/subscribed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..9243f34f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r3.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["header","value-prop","form-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Digest","subtitle":"Sharpen your product craft, one email at a time."}}}
+{"op":"add","path":"/elements/value-prop","value":{"type":"TextContent","props":{"text":"Every Thursday, get one curated email packed with the best product management insights, teardowns, and tools to level up your week.","size":"large"}}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["form"]}}
+{"op":"add","path":"/elements/form","value":{"type":"Form","props":{"name":"newsletter","fields":["email-field"],"buttons":["subscribe-buttons"]},"children":[]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"No spam. Unsubscribe anytime."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/email"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-btn"]},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"You're in! 🎉","description":"Check your inbox to confirm your subscription."},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header","value-prop","form-card","success-callout"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..69f0e30b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-newsletter__r4.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["header","desc","form-card","success"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Digest","subtitle":"Curated insights, every Monday."}}}
+{"op":"add","path":"/elements/desc","value":{"type":"TextContent","props":{"text":"Subscribers get one email each week featuring the best new product launches, design trends, and growth tips — no spam, ever.","size":"large"}}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/subscribed","not":true},"children":["email-control","subscribe-btn"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll only use it for the newsletter."}}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/email"}}}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}}}}
+{"op":"add","path":"/elements/success","value":{"type":"Callout","props":{"variant":"success","title":"You're subscribed!","description":"Check your inbox every Monday for the latest product digest."},"visible":{"$state":"/subscribed"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..bc825d0cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r1.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","status-card","eta-card","tracking-card","problem-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":{"$template":"Order #${/order/id} · ${/order/carrier}"}}}}
+{"op":"add","path":"/state/order","value":{"id":"A1039562","carrier":"SwiftShip Express"}}
+
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["status-heading","status-location","status-badge","status-progress"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Where is my package?","level":"h3"}}}
+{"op":"add","path":"/elements/status-location","value":{"type":"TextContent","props":{"text":{"$template":"📍 Currently at **${/shipment/currentLocation}**"},"size":"large"}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/shipment/status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/shipment/progress"},"label":"Out for delivery soon"}}}
+{"op":"add","path":"/state/shipment","value":{"currentLocation":"Chicago Distribution Center, IL","status":"In Transit","progress":72}}
+
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["eta-heading","eta-date","eta-window","eta-note"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"}}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$template":"📦 **${/delivery/date}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/eta-window","value":{"type":"TextContent","props":{"text":{"$template":"Between ${/delivery/window}"},"size":"default"}}}
+{"op":"add","path":"/elements/eta-note","value":{"type":"Alert","props":{"title":"On track","description":"Your package is expected to arrive on time.","variant":"success"}}}
+{"op":"add","path":"/state/delivery","value":{"date":"Thursday, June 12","window":"1:00 PM and 5:00 PM"}}
+
+{"op":"add","path":"/elements/tracking-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tracking-heading","tracking-steps"]}}
+{"op":"add","path":"/elements/tracking-heading","value":{"type":"Heading","props":{"text":"Tracking History","level":"h3"}}}
+{"op":"add","path":"/elements/tracking-steps","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/history","key":"id"},"children":["tracking-item"]}}
+{"op":"add","path":"/elements/tracking-item","value":{"type":"ListItem","props":{"title":{"$item":"event"},"subtitle":{"$item":"detail"}}}}
+{"op":"add","path":"/state/history","value":[]}
+{"op":"add","path":"/state/history/0","value":{"id":"1","event":"In Transit — Chicago, IL","detail":"June 11, 6:42 AM"}}
+{"op":"add","path":"/state/history/1","value":{"id":"2","event":"Departed Facility — Indianapolis, IN","detail":"June 10, 9:15 PM"}}
+{"op":"add","path":"/state/history/2","value":{"id":"3","event":"Arrived at Facility — Columbus, OH","detail":"June 10, 2:30 PM"}}
+{"op":"add","path":"/state/history/3","value":{"id":"4","event":"Shipment Picked Up","detail":"June 9, 11:00 AM"}}
+
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["problem-heading","problem-desc","problem-form","problem-confirm"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Report a Problem","level":"h3"}}}
+{"op":"add","path":"/elements/problem-desc","value":{"type":"TextContent","props":{"text":"Something wrong with your delivery? Let us know and our support team will help.","size":"default"}}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"problemForm","buttons":"problem-buttons","fields":"problem-type-fc problem-details-fc"},"children":["problem-type-fc","problem-details-fc","problem-buttons"]}}
+{"op":"add","path":"/elements/problem-type-fc","value":{"type":"FormControl","props":{"label":"Issue Type","input":"problem-type-select"},"children":["problem-type-select"]}}
+{"op":"add","path":"/elements/problem-type-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":"opt-late opt-damaged opt-lost opt-wrong","value":{"$bindState":"/report/type"}},"children":["opt-late","opt-damaged","opt-lost","opt-wrong"]}}
+{"op":"add","path":"/elements/opt-late","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late"}}}
+{"op":"add","path":"/elements/opt-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/opt-lost","value":{"type":"SelectItem","props":{"value":"lost","label":"Package is lost / not received"}}}
+{"op":"add","path":"/elements/opt-wrong","value":{"type":"SelectItem","props":{"value":"wrong","label":"Wrong item delivered"}}}
+{"op":"add","path":"/elements/problem-details-fc","value":{"type":"FormControl","props":{"label":"Details","input":"problem-details-input","hint":"Describe what happened."},"children":["problem-details-input"]}}
+{"op":"add","path":"/elements/problem-details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Tell us more about the problem...","rows":4,"value":{"$bindState":"/report/details"}}}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"buttons":"submit-btn","direction":"row"},"children":["submit-btn"]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}}}}
+{"op":"add","path":"/elements/problem-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Report submitted","description":"Thanks! Our support team will contact you within 24 hours."},"visible":{"$state":"/report/submitted"}}}
+{"op":"add","path":"/state/report","value":{"type":"","details":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..1df9f7503
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r2.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","status-card","eta-card","timeline-card","problem-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":{"$template":"Order ${/order/id} • ${/order/carrier}"}}}}
+{"op":"add","path":"/state/order","value":{"id":"#TRK-58210","carrier":"SwiftShip Express"}}
+
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["status-heading","status-loc","status-badge","status-progress"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Where is my package?","level":"h3"}}}
+{"op":"add","path":"/elements/status-loc","value":{"type":"TextContent","props":{"text":{"$template":"📍 Currently at **${/tracking/currentLocation}**"},"size":"large"}}}
+{"op":"add","path":"/state/tracking","value":{"currentLocation":"Regional Sorting Facility — Newark, NJ","statusLabel":"In Transit","progress":68}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Tag","props":{"text":{"$state":"/tracking/statusLabel"},"variant":"info","size":"md"}}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/tracking/progress"},"label":"On the way to you"}}}
+
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["eta-heading","eta-date","eta-window"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"}}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$template":"🚚 **${/tracking/estimatedDate}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/eta-window","value":{"type":"TextContent","props":{"text":{"$template":"Between ${/tracking/estimatedWindow}"},"size":"small"}}}
+{"op":"replace","path":"/state/tracking","value":{"currentLocation":"Regional Sorting Facility — Newark, NJ","statusLabel":"In Transit","progress":68,"estimatedDate":"Thursday, June 12","estimatedWindow":"9:00 AM – 1:00 PM"}}
+
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["timeline-heading","timeline-steps"]}}
+{"op":"add","path":"/elements/timeline-heading","value":{"type":"Heading","props":{"text":"Journey","level":"h4"}}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/timeline","key":"id"},"children":["timeline-item"]}}
+{"op":"add","path":"/elements/timeline-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"time"}}}}
+{"op":"add","path":"/state/timeline","value":[]}
+{"op":"add","path":"/state/timeline/0","value":{"id":"1","title":"Order placed","time":"Mon, June 9 • 2:14 PM"}}
+{"op":"add","path":"/state/timeline/1","value":{"id":"2","title":"Picked up by carrier","time":"Tue, June 10 • 8:40 AM"}}
+{"op":"add","path":"/state/timeline/2","value":{"id":"3","title":"Departed origin facility","time":"Tue, June 10 • 6:05 PM"}}
+{"op":"add","path":"/state/timeline/3","value":{"id":"4","title":"Arrived at Newark sorting facility","time":"Wed, June 11 • 11:22 AM"}}
+{"op":"add","path":"/state/timeline/4","value":{"id":"5","title":"Out for delivery (pending)","time":"Expected Thu, June 12"}}
+
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["problem-heading","problem-desc","problem-form","report-status"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Report a Problem","level":"h3"}}}
+{"op":"add","path":"/elements/problem-desc","value":{"type":"TextContent","props":{"text":"Something wrong with your delivery? Let us know and our support team will follow up.","size":"small"}}}
+
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"reportProblem","fields":["fc-issue","fc-details"],"buttons":["submit-problem"]},"children":[]}}
+{"op":"add","path":"/elements/fc-issue","value":{"type":"FormControl","props":{"label":"What went wrong?","input":"issue-select"}}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":["opt-late","opt-lost","opt-damaged","opt-wrong","opt-other"],"value":{"$bindState":"/report/issueType"}},"children":[]}}
+{"op":"add","path":"/elements/opt-late","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late"}}}
+{"op":"add","path":"/elements/opt-lost","value":{"type":"SelectItem","props":{"value":"lost","label":"Package appears lost"}}}
+{"op":"add","path":"/elements/opt-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/opt-wrong","value":{"type":"SelectItem","props":{"value":"wrong","label":"Wrong delivery address"}}}
+{"op":"add","path":"/elements/opt-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"}}}
+{"op":"add","path":"/state/report","value":{"issueType":"","details":""}}
+
+{"op":"add","path":"/elements/fc-details","value":{"type":"FormControl","props":{"label":"Additional details","input":"details-area","hint":"Describe the issue so we can help faster."}}}
+{"op":"add","path":"/elements/details-area","value":{"type":"TextArea","props":{"name":"details","placeholder":"Tell us more about the problem...","rows":4,"value":{"$bindState":"/report/details"}},"children":[]}}
+
+{"op":"add","path":"/elements/submit-problem","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}},"children":[]}}
+
+{"op":"add","path":"/elements/report-status","value":{"type":"Callout","props":{"variant":"success","title":"Report submitted","description":"Thanks! Our support team will review your delivery issue and contact you shortly."},"visible":{"$state":"/report/submitted"},"children":[]}}
+{"op":"add","path":"/state/report/submitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..41af4c741
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r3.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","status-card","eta-card","timeline-card","problem-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":"Order #TRK-8842910"}}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["status-heading","status-location","status-progress","status-detail"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Current Location","level":"h3"}}}
+{"op":"add","path":"/elements/status-location","value":{"type":"Callout","props":{"variant":"info","title":{"$state":"/tracking/currentLocation"},"description":{"$state":"/tracking/currentStatus"}}}}
+{"op":"add","path":"/state/tracking","value":{"currentLocation":"Regional Distribution Center — Newark, NJ","currentStatus":"Out for delivery, on the truck now","progress":75,"eta":"Tuesday, June 18","etaWindow":"between 1:00 PM and 5:00 PM"}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/tracking/progress"},"label":"Package is 75% of the way to you"}}}
+{"op":"add","path":"/elements/status-detail","value":{"type":"TextContent","props":{"text":"Your driver is completing nearby stops and will reach your address soon.","size":"small"}}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["eta-heading","eta-date","eta-window"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"}}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$template":"**${/tracking/eta}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/eta-window","value":{"type":"TextContent","props":{"text":{"$template":"Arriving ${/tracking/etaWindow}"},"size":"default"}}}
+{"op":"add","path":"/elements/timeline-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["timeline-heading","timeline-steps"]}}
+{"op":"add","path":"/elements/timeline-heading","value":{"type":"Heading","props":{"text":"Delivery Journey","level":"h3"}}}
+{"op":"add","path":"/elements/timeline-steps","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/timeline","key":"id"},"children":["timeline-item"]}}
+{"op":"add","path":"/elements/timeline-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"detail"}}}}
+{"op":"add","path":"/state/timeline","value":[]}
+{"op":"add","path":"/state/timeline/0","value":{"id":"1","title":"Order Placed","detail":"Sat, June 15 · 9:12 AM"}}
+{"op":"add","path":"/state/timeline/1","value":{"id":"2","title":"Shipped from Warehouse","detail":"Sun, June 16 · 6:40 PM — Columbus, OH"}}
+{"op":"add","path":"/state/timeline/2","value":{"id":"3","title":"Arrived at Distribution Center","detail":"Mon, June 17 · 11:05 PM — Newark, NJ"}}
+{"op":"add","path":"/state/timeline/3","value":{"id":"4","title":"Out for Delivery","detail":"Tue, June 18 · 7:30 AM — On the truck"}}
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["problem-heading","problem-desc","problem-dialog","problem-confirm"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Something wrong?","level":"h3"}}}
+{"op":"add","path":"/elements/problem-desc","value":{"type":"TextContent","props":{"text":"If your package is late, damaged, or lost, let us know and we'll help resolve it.","size":"small"}}}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","triggerVariant":"destructive","title":"Report a Delivery Problem","description":"Tell us what went wrong and we'll get back to you.","content":["problem-type","problem-details","problem-submit"]}}}
+{"op":"add","path":"/elements/problem-type","value":{"type":"FormControl","props":{"label":"Issue type","input":"problem-type-select"}}}
+{"op":"add","path":"/elements/problem-type-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":["opt-late","opt-damaged","opt-lost","opt-wrong","opt-other"],"value":{"$bindState":"/report/type"}}}}
+{"op":"add","path":"/elements/opt-late","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late"}}}
+{"op":"add","path":"/elements/opt-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/opt-lost","value":{"type":"SelectItem","props":{"value":"lost","label":"Package is lost / missing"}}}
+{"op":"add","path":"/elements/opt-wrong","value":{"type":"SelectItem","props":{"value":"wrong","label":"Wrong item delivered"}}}
+{"op":"add","path":"/elements/opt-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"}}}
+{"op":"add","path":"/state/report","value":{"type":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/problem-details","value":{"type":"FormControl","props":{"label":"Describe the problem","input":"problem-details-input","hint":"Include any helpful details for our support team."}}}
+{"op":"add","path":"/elements/problem-details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"What happened with your delivery?","rows":4,"value":{"$bindState":"/report/details"}}}}
+{"op":"add","path":"/elements/problem-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}}}}
+{"op":"add","path":"/elements/problem-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Report submitted","description":"Thanks — our support team will contact you within 24 hours."},"visible":{"$state":"/report/submitted"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..0656627ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-order__r4.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","status-card","tracking-section","delivery-card","problem-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Package","subtitle":{"$template":"Order ${/order/number} · ${/order/carrier}"}},"children":[]}}
+{"op":"add","path":"/state/order","value":{"number":"#TRK-489217","carrier":"SwiftShip Express"}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["status-alert","status-progress","status-location"]}}
+{"op":"add","path":"/elements/status-alert","value":{"type":"Alert","props":{"variant":"info","title":"Out for Delivery","description":"Your package is on a delivery vehicle and arriving soon."},"children":[]}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":80,"label":"80% of the way to you"},"children":[]}}
+{"op":"add","path":"/elements/status-location","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["loc-icon","loc-text"]}}
+{"op":"add","path":"/elements/loc-icon","value":{"type":"Tag","props":{"text":"Current Location","icon":"map-pin","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/loc-text","value":{"type":"TextContent","props":{"text":{"$template":"**${/package/currentLocation}** — last scanned at ${/package/lastScanTime}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/package","value":{"currentLocation":"Local Distribution Hub, Oakland CA","lastScanTime":"Today, 9:42 AM"}}
+{"op":"add","path":"/elements/tracking-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tracking-heading","tracking-steps"]}}
+{"op":"add","path":"/elements/tracking-heading","value":{"type":"Heading","props":{"text":"Tracking History","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/tracking-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"Mon, Jun 3 · 2:15 PM"},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped from Warehouse","details":"Tue, Jun 4 · 6:30 AM · Reno, NV"},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"Arrived at Local Hub","details":"Today · 5:10 AM · Oakland, CA"},"children":[]}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Today · 9:42 AM · On vehicle now"},"children":[]}}
+{"op":"add","path":"/elements/delivery-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delivery-heading","delivery-date","delivery-window","delivery-address"]}}
+{"op":"add","path":"/elements/delivery-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/delivery-date","value":{"type":"TextContent","props":{"text":{"$template":"### ${/delivery/date}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delivery-window","value":{"type":"Badge","props":{"text":{"$template":"Arriving between ${/delivery/window}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/delivery-address","value":{"type":"TextContent","props":{"text":{"$template":"Delivering to: ${/delivery/address}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"date":"Today, June 6","window":"1:00 PM – 4:00 PM","address":"742 Evergreen Terrace, Springfield, CA 94040"}}
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["problem-heading","problem-desc","problem-type-control","problem-details-control","problem-buttons","problem-confirm"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Report a Problem","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/problem-desc","value":{"type":"TextContent","props":{"text":"Having an issue with this delivery? Let us know and our team will help.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/problem-type-control","value":{"type":"FormControl","props":{"label":"What's the problem?","input":"problem-select"},"children":[]}}
+{"op":"add","path":"/elements/problem-select","value":{"type":"Select","props":{"name":"problemType","placeholder":"Select an issue","items":["opt-1","opt-2","opt-3","opt-4"],"value":{"$bindState":"/problem/type"}},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"lost","label":"Package appears lost"},"children":[]}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package damaged"},"children":[]}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Wrong delivery address"},"children":[]}}
+{"op":"add","path":"/state/problem","value":{"type":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/problem-details-control","value":{"type":"FormControl","props":{"label":"Additional details","input":"problem-textarea","hint":"Describe what happened (optional)"},"children":[]}}
+{"op":"add","path":"/elements/problem-textarea","value":{"type":"TextArea","props":{"name":"problemDetails","placeholder":"Tell us more about the issue...","rows":3,"value":{"$bindState":"/problem/details"}},"children":[]}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"buttons":["problem-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/problem-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/problem-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Report Submitted","description":"Thanks! We've received your report and will follow up within 24 hours."},"visible":{"$state":"/problem/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..ce7094908
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","total","list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Cast your vote for the team lunch"}}}
+{"op":"add","path":"/elements/total","value":{"type":"TextCallout","props":{"variant":"info","title":"Team Lunch Poll","description":{"$template":"Total votes so far: ${/totalVotes}"}}}}
+{"op":"add","path":"/state/totalVotes","value":0}
+{"op":"add","path":"/elements/list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["resto-card"]}}
+{"op":"add","path":"/elements/resto-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["resto-info","resto-vote"]}}
+{"op":"add","path":"/elements/resto-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["resto-name","resto-desc","resto-count"]}}
+{"op":"add","path":"/elements/resto-name","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/resto-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"cuisine"}}}}
+{"op":"add","path":"/elements/resto-count","value":{"type":"Badge","props":{"variant":"secondary","text":{"$template":"${votes} votes"}}}}
+{"op":"add","path":"/elements/resto-vote","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"votes"},"value":{"$state":"/dummy"}}}}}}
+{"op":"add","path":"/elements/resto-vote","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/votesLog","value":{"id":"$id","restaurant":{"$item":"name"}}}}}}}
+{"op":"add","path":"/state/votesLog","value":[]}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"The Green Bowl","cuisine":"Fresh salads & grain bowls","votes":4}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Nonna's Trattoria","cuisine":"Italian pasta & wood-fired pizza","votes":6}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Taco Libre","cuisine":"Mexican street tacos & burritos","votes":3}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..81d0450c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","total","list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Cast your vote — one tap per restaurant"}}}
+{"op":"add","path":"/elements/total","value":{"type":"TextContent","props":{"text":{"$template":"Total votes so far: ${/totalVotes}"},"size":"small-heavy"}}}
+{"op":"add","path":"/state/totalVotes","value":0}
+{"op":"add","path":"/elements/list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["restaurant-info","restaurant-vote"]}}
+{"op":"add","path":"/elements/restaurant-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["restaurant-name","restaurant-desc","restaurant-count"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/restaurant-desc","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"}}}
+{"op":"add","path":"/elements/restaurant-count","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/restaurant-vote","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"votes"},"value":{"$template":"${votes}"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Bella Napoli","cuisine":"Wood-fired Italian pizza & pasta","votes":0}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Green Bowl","cuisine":"Fresh salads, grain bowls & smoothies","votes":0}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Taqueria Sol","cuisine":"Tacos, burritos & street-style Mexican","votes":0}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..a10975665
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","poll-list","footer"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Team Lunch Poll — cast your vote below"}}}
+{"op":"add","path":"/elements/poll-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["r-header","r-progress","r-vote-btn"]}}
+{"op":"add","path":"/elements/r-header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["r-title","r-count"]}}
+{"op":"add","path":"/elements/r-title","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n\n${cuisine}"},"size":"large"}}}
+{"op":"add","path":"/elements/r-count","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/r-progress","value":{"type":"Progress","props":{"value":{"$item":"votes"}}}}
+{"op":"add","path":"/elements/r-vote-btn","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"votes"},"value":1}}}}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Green Fork Bistro","cuisine":"Fresh salads & bowls","votes":5}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Taco Loco","cuisine":"Mexican street food","votes":8}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Noodle House","cuisine":"Asian noodles & ramen","votes":3}}
+{"op":"add","path":"/elements/footer","value":{"type":"TextContent","props":{"text":"Vote closes Thursday at 5pm. One vote per person.","size":"small"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..7aa080558
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","poll-list","footer"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Where should we go for lunch on Friday?","subtitle":"Cast your vote — one choice per person."}}}
+{"op":"add","path":"/elements/poll-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["restaurant-head","restaurant-progress","restaurant-vote"]}}
+{"op":"add","path":"/elements/restaurant-head","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["restaurant-title","restaurant-badge"]}}
+{"op":"add","path":"/elements/restaurant-title","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["restaurant-name","restaurant-desc"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"level":"h4","text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/restaurant-desc","value":{"type":"TextContent","props":{"size":"small","text":{"$item":"cuisine"}}}}
+{"op":"add","path":"/elements/restaurant-badge","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/restaurant-progress","value":{"type":"Progress","props":{"value":{"$item":"votes"},"label":{"$template":"${votes} votes so far"}}}}
+{"op":"add","path":"/elements/restaurant-vote","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"votes"},"value":{"$item":"votes"}}}}}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"The Green Bowl","cuisine":"Fresh salads & grain bowls","votes":5}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Taco Fiesta","cuisine":"Mexican street food","votes":3}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"Noodle House","cuisine":"Ramen & Asian noodles","votes":4}}
+{"op":"add","path":"/elements/footer","value":{"type":"TextContent","props":{"size":"small","text":"Poll closes Friday at 11:00 AM. Vote once for your favorite spot!"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..3e30a386a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile-header","bio-section","message-section"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["avatar","name-block"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/name-block","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["name","role","dept-tag"]}}
+{"op":"add","path":"/elements/name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/dept-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/department"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Priya Ramesh","role":"Senior Product Designer","initials":"PR","avatar":"https://i.pravatar.cc/150?img=47","department":"Design","email":"priya.ramesh@acme.co","bio":"Priya leads design for the core platform, focusing on accessible, human-centered experiences. She has 9 years of experience across fintech and B2B SaaS, and mentors junior designers on the team. Outside of work, she's an avid trail runner and ceramics hobbyist."}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["bio-header","bio-text"]}}
+{"op":"add","path":"/elements/bio-header","value":{"type":"Heading","props":{"text":"About","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["message-header","message-form","message-sent"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":{"$template":"Send ${/person/name} a message"},"subtitle":{"$state":"/person/email"}},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["subject-control","body-control","send-button"]}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input"},"children":[]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"What's this about?","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":""}}
+{"op":"add","path":"/elements/body-control","value":{"type":"FormControl","props":{"label":"Message","input":"body-input","hint":"Priya typically replies within a day."},"children":[]}}
+{"op":"add","path":"/elements/body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message...","rows":4,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/send-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your message has been delivered."},"visible":{"$state":"/message/sent"},"children":[]}}
+{"op":"add","path":"/state/message/sent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..3baee1738
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile","bio-section","message-section"]}}
+{"op":"add","path":"/elements/profile","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["name","role","dept-tag"]}}
+{"op":"add","path":"/elements/name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/dept-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/department"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Elena Marsh","role":"Senior Product Designer","department":"Design","initials":"EM","avatar":"","email":"elena.marsh@company.com"}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["bio-header","bio-text","contact-info"]}}
+{"op":"add","path":"/elements/bio-header","value":{"type":"Heading","props":{"text":"About","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/state/person/bio","value":"Elena leads design for our core platform, focusing on intuitive experiences and design systems. With over 8 years in product design, she partners closely with engineering and research to ship thoughtful, accessible products. When not designing, she mentors junior designers and enjoys hiking."}
+{"op":"add","path":"/elements/contact-info","value":{"type":"TextContent","props":{"text":{"$template":"📧 ${/person/email}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["message-header","message-input","message-actions","message-sent"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"Heading","props":{"text":"Send a message","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"FormControl","props":{"label":"Your message","input":"message-textarea","hint":"Elena typically replies within a day."},"children":[]}}
+{"op":"add","path":"/elements/message-textarea","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write a message to Elena...","rows":4,"value":{"$bindState":"/messageText"}},"children":[]}}
+{"op":"add","path":"/state/messageText","value":""}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/message-actions","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":"Your message has been delivered to Elena."},"visible":{"$state":"/messageSent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..963988c4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile-header","bio-section","message-section"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["avatar","name-block"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/name-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["name","role","dept-tag"]}}
+{"op":"add","path":"/elements/name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/dept-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/department"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Ava Reynolds","role":"Senior Product Designer","department":"Design","initials":"AR","avatar":"https://i.pravatar.cc/150?img=47","email":"ava.reynolds@company.com","bio":"Ava is a Senior Product Designer with over 8 years of experience crafting intuitive digital experiences. She leads design for the core platform team, focusing on accessibility and design systems. Outside of work, she mentors junior designers and enjoys hiking."}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-input","message-actions","message-sent"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a message","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"FormControl","props":{"label":"Your message","input":"message-textarea","hint":"Ava typically replies within a day."},"children":[]}}
+{"op":"add","path":"/elements/message-textarea","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write a message to Ava...","rows":4,"value":{"$bindState":"/messageText"}},"children":[]}}
+{"op":"add","path":"/state/messageText","value":""}
+{"op":"add","path":"/state/messages","value":[]}
+{"op":"add","path":"/elements/message-actions","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":["send-btn"]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/messages","value":{"id":"$id","text":{"$state":"/messageText"}},"clearStatePath":"/messageText"}}},"children":[]}}
+{"op":"add","path":"/elements/message-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message sent!","description":"Your message has been delivered to Ava."},"visible":{"$state":"/messages/0"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..39acb391b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile-header","bio-section","message-section"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center"},"children":["avatar","header-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["name-heading","role-text","dept-tag"]}}
+{"op":"add","path":"/elements/name-heading","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/dept-tag","value":{"type":"Tag","props":{"text":{"$state":"/person/department"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Elena Vasquez","initials":"EV","role":"Senior Product Designer","department":"Design","avatar":"https://i.pravatar.cc/150?img=47","email":"elena.vasquez@company.com","bio":"Elena leads design for our flagship platform, focusing on accessible and delightful user experiences. With over 8 years in product design, she partners closely with engineering and research to ship thoughtful, human-centered features."}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-header","bio-text"]}}
+{"op":"add","path":"/elements/bio-header","value":{"type":"Heading","props":{"text":"About","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-header","message-form","message-sent"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Send a message","subtitle":{"$template":"Reach out to ${/person/name} directly"}},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageForm","fields":["msg-subject-control","msg-body-control"],"buttons":["send-buttons"]},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"What's this about?","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message...","rows":4,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/send-buttons","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-sent","value":{"type":"Callout","props":{"variant":"success","title":"Message sent","description":{"$template":"Your message to ${/person/name} has been delivered."}},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..2c6b1f11d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","compare-card","hourly-chart"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning ☀️","subtitle":{"$template":"Today so far · as of ${/asOf}"}}}}
+{"op":"add","path":"/state/asOf","value":"10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-orders"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h1"}}}
+{"op":"add","path":"/state/todayRevenue","value":"1,842.50"}
+{"op":"add","path":"/elements/revenue-orders","value":{"type":"TextContent","props":{"text":{"$template":"From ${/todayOrders} orders","size":"small"}}}}
+{"op":"add","path":"/state/todayOrders","value":37}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["compare-header","compare-row","compare-tag","compare-note"]}}
+{"op":"add","path":"/elements/compare-header","value":{"type":"TextContent","props":{"text":"Compared to this time yesterday","size":"small-heavy"}}}
+{"op":"add","path":"/elements/compare-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"between","align":"center"},"children":["compare-today","compare-sep","compare-yesterday"]}}
+{"op":"add","path":"/elements/compare-today","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ct-label","ct-value"]}}
+{"op":"add","path":"/elements/ct-label","value":{"type":"TextContent","props":{"text":"Today","size":"small"}}}
+{"op":"add","path":"/elements/ct-value","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h3"}}}
+{"op":"add","path":"/elements/compare-sep","value":{"type":"Separator","props":{"orientation":"vertical"}}}
+{"op":"add","path":"/elements/compare-yesterday","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["cy-label","cy-value"]}}
+{"op":"add","path":"/elements/cy-label","value":{"type":"TextContent","props":{"text":"Yesterday (10:30 AM)","size":"small"}}}
+{"op":"add","path":"/elements/cy-value","value":{"type":"Heading","props":{"text":{"$template":"$${/yesterdayRevenue}"},"level":"h3"}}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"1,610.00"}
+{"op":"add","path":"/elements/compare-tag","value":{"type":"Tag","props":{"text":{"$template":"▲ ${/pctChange}% vs yesterday"},"variant":"success","size":"lg"}}}
+{"op":"add","path":"/state/pctChange","value":"14.4"}
+{"op":"add","path":"/elements/compare-note","value":{"type":"TextContent","props":{"text":{"$template":"You're $${/diffAmount} ahead of the same time yesterday. Nice pace!"},"size":"small"}}}
+{"op":"add","path":"/state/diffAmount","value":"232.50"}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["chart-title","revenue-line"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"TextContent","props":{"text":"Cumulative revenue by hour","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-line","value":{"type":"LineChart","props":{"labels":["7AM","8AM","9AM","10AM","10:30"],"series":["series-today","series-yesterday"],"variant":"natural","xLabel":"Hour","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[120,410,880,1520,1842]}}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[95,360,760,1330,1610]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..d31d238c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","compare-card","hourly-chart"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Maple Street Bakery","subtitle":{"$template":"Today so far — as of ${/asOf}"}}}}
+{"op":"add","path":"/state/asOf","value":"10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-orders"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/today/revenue}"},"level":"h1"}}}
+{"op":"add","path":"/state/today","value":{"revenue":"1,284.50","orders":47}}
+{"op":"add","path":"/elements/revenue-orders","value":{"type":"TextContent","props":{"text":{"$template":"From ${/today/orders} orders this morning"},"size":"small"}}}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["compare-heading","compare-row","compare-callout"]}}
+{"op":"add","path":"/elements/compare-heading","value":{"type":"TextContent","props":{"text":"vs. same time yesterday","size":"small-heavy"}}}
+{"op":"add","path":"/elements/compare-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","justify":"between"},"children":["compare-today","compare-yesterday","compare-delta"]}}
+{"op":"add","path":"/elements/compare-today","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ct-label","ct-value"]}}
+{"op":"add","path":"/elements/ct-label","value":{"type":"TextContent","props":{"text":"Today","size":"small"}}}
+{"op":"add","path":"/elements/ct-value","value":{"type":"Heading","props":{"text":{"$template":"$${/today/revenue}"},"level":"h3"}}}
+{"op":"add","path":"/elements/compare-yesterday","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["cy-label","cy-value"]}}
+{"op":"add","path":"/elements/cy-label","value":{"type":"TextContent","props":{"text":"Yesterday (by 10:30)","size":"small"}}}
+{"op":"add","path":"/elements/cy-value","value":{"type":"Heading","props":{"text":{"$template":"$${/yesterday/revenue}"},"level":"h3"}}}
+{"op":"add","path":"/state/yesterday","value":{"revenue":"1,102.00","orders":41}}
+{"op":"add","path":"/elements/compare-delta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"end"},"children":["cd-label","cd-badge"]}}
+{"op":"add","path":"/elements/cd-label","value":{"type":"TextContent","props":{"text":"Difference","size":"small"}}}
+{"op":"add","path":"/elements/cd-badge","value":{"type":"Badge","props":{"text":{"$template":"▲ +${/delta/percent}% (+$${/delta/amount})"},"variant":"secondary"}}}
+{"op":"add","path":"/state/delta","value":{"percent":"16.6","amount":"182.50"}}
+{"op":"add","path":"/elements/compare-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"Ahead of yesterday","description":"You're up 16.6% on revenue and 6 orders compared with this time yesterday. Strong morning."}}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-title","the-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"TextContent","props":{"text":"Revenue by hour — today vs yesterday","size":"small-heavy"}}}
+{"op":"add","path":"/elements/the-chart","value":{"type":"LineChart","props":{"labels":["7 AM","8 AM","9 AM","10 AM","10:30"],"series":["series-today","series-yesterday"],"variant":"natural","xLabel":"Hour","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[120,340,690,1120,1284.5]},"children":[]}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[105,298,620,980,1102]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..0f31632b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","compare-card","hourly-heading","hourly-chart"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Maple Street Cafe","subtitle":{"$template":"Today's snapshot as of ${/asOf}"}}}}
+{"op":"add","path":"/state/asOf","value":"10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-sub"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h1"}}}
+{"op":"add","path":"/state/todayRevenue","value":"1,284.50"}
+{"op":"add","path":"/elements/revenue-sub","value":{"type":"TextContent","props":{"text":{"$template":"${/todayOrders} orders • avg $${/todayAvg} per order"},"size":"small"}}}
+{"op":"add","path":"/state/todayOrders","value":92}
+{"op":"add","path":"/state/todayAvg","value":"13.96"}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["compare-heading","compare-callout","compare-row"]}}
+{"op":"add","path":"/elements/compare-heading","value":{"type":"Heading","props":{"text":"vs. same time yesterday","level":"h3"}}}
+{"op":"add","path":"/elements/compare-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"+14.3% ahead of yesterday","description":"By 10:30 AM yesterday you had made $1,123.75. You're up $160.75 so far."}}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"1,123.75"}
+{"op":"add","path":"/elements/compare-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["stat-today","stat-yesterday","stat-diff"]}}
+{"op":"add","path":"/elements/stat-today","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["stat-today-val","stat-today-lbl"]}}
+{"op":"add","path":"/elements/stat-today-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/todayRevenue}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-today-lbl","value":{"type":"TextContent","props":{"text":"Today","size":"small"}}}
+{"op":"add","path":"/elements/stat-yesterday","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["stat-yest-val","stat-yest-lbl"]}}
+{"op":"add","path":"/elements/stat-yest-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/yesterdayRevenue}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/stat-yest-lbl","value":{"type":"TextContent","props":{"text":"Yesterday","size":"small"}}}
+{"op":"add","path":"/elements/stat-diff","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["stat-diff-val","stat-diff-lbl"]}}
+{"op":"add","path":"/elements/stat-diff-val","value":{"type":"Badge","props":{"text":"+$160.75","variant":"default"}}}
+{"op":"add","path":"/elements/stat-diff-lbl","value":{"type":"TextContent","props":{"text":"Difference","size":"small"}}}
+{"op":"add","path":"/elements/hourly-heading","value":{"type":"Heading","props":{"text":"Revenue by hour — today vs. yesterday","level":"h4"}}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"LineChart","props":{"labels":["7 AM","8 AM","9 AM","10 AM"],"series":["series-today","series-yesterday"],"variant":"natural","xLabel":"Hour","yLabel":"Cumulative $"}}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[210,540,910,1284.5]}}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[185,470,795,1123.75]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..ecc4ba428
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","compare-card","hourly-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning ☕","subtitle":{"$template":"Mid-morning check-in · ${/asOf}"}}}}
+{"op":"add","path":"/state/asOf","value":"Today, 10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-orders"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h1"}}}
+{"op":"add","path":"/state/todayRevenue","value":"1,840"}
+{"op":"add","path":"/elements/revenue-orders","value":{"type":"TextContent","props":{"text":{"$template":"${/todayOrders} orders · avg $${/todayAvg} per order"},"size":"small"}}}
+{"op":"add","path":"/state/todayOrders","value":42}
+{"op":"add","path":"/state/todayAvg","value":"43.80"}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["compare-alert","compare-row"]}}
+{"op":"add","path":"/elements/compare-alert","value":{"type":"Alert","props":{"title":"Ahead of yesterday","description":"You're up 15.7% versus the same time yesterday morning.","variant":"success"}}}
+{"op":"add","path":"/elements/compare-row","value":{"type":"Card","props":{"direction":"row","gap":"l","justify":"between"},"children":["compare-today","compare-yesterday","compare-delta"]}}
+{"op":"add","path":"/elements/compare-today","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"start"},"children":["ct-label","ct-value"]}}
+{"op":"add","path":"/elements/ct-label","value":{"type":"TextContent","props":{"text":"Today by 10:30","size":"small"}}}
+{"op":"add","path":"/elements/ct-value","value":{"type":"Heading","props":{"text":{"$template":"$${/todayRevenue}"},"level":"h3"}}}
+{"op":"add","path":"/elements/compare-yesterday","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"start"},"children":["cy-label","cy-value"]}}
+{"op":"add","path":"/elements/cy-label","value":{"type":"TextContent","props":{"text":"Yesterday by 10:30","size":"small"}}}
+{"op":"add","path":"/elements/cy-value","value":{"type":"Heading","props":{"text":{"$template":"$${/yesterdayRevenue}"},"level":"h3"}}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"1,590"}
+{"op":"add","path":"/elements/compare-delta","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"end"},"children":["cd-tag","cd-abs"]}}
+{"op":"add","path":"/elements/cd-tag","value":{"type":"Tag","props":{"text":"▲ 15.7%","variant":"success","size":"lg"}}}
+{"op":"add","path":"/elements/cd-abs","value":{"type":"TextContent","props":{"text":"+$250 vs yesterday","size":"small"}}}
+{"op":"add","path":"/elements/hourly-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hourly-title","hourly-chart"]}}
+{"op":"add","path":"/elements/hourly-title","value":{"type":"Heading","props":{"text":"Cumulative revenue by hour","level":"h4"}}}
+{"op":"add","path":"/elements/hourly-chart","value":{"type":"LineChart","props":{"labels":["7am","8am","9am","10am","10:30"],"series":["series-today","series-yesterday"],"variant":"natural","xLabel":"Hour","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/series-today","value":{"type":"Series","props":{"category":"Today","values":[180,540,1120,1660,1840]},"children":[]}}
+{"op":"add","path":"/elements/series-yesterday","value":{"type":"Series","props":{"category":"Yesterday","values":[160,480,980,1420,1590]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..1bd7e5251
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r1.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","task-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent task"}}}
+{"op":"add","path":"/elements/task-card","props":{},"value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-row","task-title","deadline-row","progress","done-section"]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-badge","urgency-tag"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/done","eq":true},"$then":"Completed","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/done","eq":true},"$then":"secondary","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/urgency-tag","value":{"type":"Tag","props":{"text":"Most Urgent","icon":"alert-triangle","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["deadline-text"]}}
+{"op":"add","path":"/elements/deadline-text","value":{"type":"TextContent","props":{"text":{"$template":"⏰ **Deadline:** ${/task/deadline}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":{"$cond":{"$state":"/task/done","eq":true},"$then":100,"$else":{"$state":"/task/progress"}},"label":"Progress"},"children":[]}}
+{"op":"add","path":"/elements/done-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["done-alert","done-button"]}}
+{"op":"add","path":"/elements/done-alert","value":{"type":"Alert","props":{"title":"Task Completed!","description":"Great job staying focused.","variant":"success"},"visible":{"$state":"/task/done","eq":true},"children":[]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/done","eq":true},"$then":"Completed ✓","$else":"Mark as Done"},"variant":"primary","size":"large","type":"normal"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Finish and submit Q3 financial report","deadline":"Today, 5:00 PM","status":"In Progress","progress":70,"done":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..7eb3b4393
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r2.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","task-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent task"}}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["task-status-row","task-title","task-desc","deadline-callout","progress","done-section"]}}
+{"op":"add","path":"/state/task","value":{"title":"Submit Q3 financial report","description":"Finalize the consolidated Q3 numbers, review with finance, and submit to the leadership team before the board meeting.","status":"In Progress","deadline":"Today, 5:00 PM","progress":70,"done":false}}
+{"op":"add","path":"/elements/task-status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["urgent-tag","status-badge"]}}
+{"op":"add","path":"/elements/urgent-tag","value":{"type":"Tag","props":{"text":"Most Urgent","icon":"alert-triangle","variant":"danger","size":"md"}}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/done","eq":true},"$then":"Done","$else":{"$state":"/task/status"}},"variant":"secondary"}}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/task/title"}}}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"}}}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"TextCallout","props":{"variant":"danger","title":"Deadline","description":{"$template":"Due ${/task/deadline}"}}}}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":{"$state":"/task/progress"},"label":"Progress"}}}
+{"op":"add","path":"/elements/done-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["done-banner","done-btn"]}}
+{"op":"add","path":"/elements/done-banner","value":{"type":"Callout","props":{"variant":"success","title":"Task Completed","description":"Great work — this task is marked done."},"visible":{"$state":"/task/done","eq":true}}}
+{"op":"add","path":"/elements/done-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/done","eq":true},"$then":"Completed ✓","$else":"Mark as Done"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..f6f260867
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r3.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","task-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Today's Focus","subtitle":"Your single most urgent task"},"children":[]}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-row","task-title","task-desc","deadline-row","progress","done-section"]}}
+{"op":"add","path":"/state/task","value":{"title":"Finalize Q3 Budget Report","description":"Complete and submit the quarterly budget report to the finance team for review before the executive meeting.","deadline":"Today, 5:00 PM","status":"In Progress","done":false,"progress":70}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-badge","urgent-tag"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/done"},"$then":"Done","$else":{"$state":"/task/status"}},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/urgent-tag","value":{"type":"Tag","props":{"text":"Most Urgent","icon":"alert","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"}},"children":[]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$template":"Due: ${/task/deadline}"}},"children":[]}}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":{"$state":"/task/progress"},"label":"Progress"},"children":[]}}
+{"op":"add","path":"/elements/done-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["done-callout","mark-done-btn"]}}
+{"op":"add","path":"/elements/done-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"Task Completed","description":"Great work! You've finished your most urgent task."},"visible":{"$state":"/task/done"},"children":[]}}
+{"op":"add","path":"/elements/mark-done-btn","value":{"type":"Button","props":{"label":"Mark as Done","variant":"primary","size":"large"},"visible":{"$state":"/task/done","not":true},"on":{"press":[{"action":"setState","params":{"statePath":"/task/done","value":true}},{"action":"setState","params":{"statePath":"/task/status","value":"Done"}},{"action":"setState","params":{"statePath":"/task/progress","value":100}}]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..0fd4d7ec2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-task__r4.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","task-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent task"},"children":[]}}
+{"op":"add","path":"/elements/task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-row","task-title","task-desc","deadline-callout","progress","done-section"]}}
+{"op":"add","path":"/state/task","value":{"title":"Submit Q3 financial report","description":"Finalize the consolidated Q3 numbers, review with finance, and submit to the board portal before the deadline.","status":"In Progress","deadline":"Today, 5:00 PM","progress":70,"done":false}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-badge","urgent-tag"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/done","eq":true},"$then":"Done","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/done","eq":true},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/urgent-tag","value":{"type":"Tag","props":{"text":"Most Urgent","icon":"alert-triangle","size":"md","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/task-desc","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$template":"Due ${/task/deadline}"}},"children":[]}}
+{"op":"add","path":"/elements/progress","value":{"type":"Progress","props":{"value":{"$state":"/task/progress"},"label":"Progress"},"children":[]}}
+{"op":"add","path":"/elements/done-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["done-callout","mark-done-btn"]}}
+{"op":"add","path":"/elements/done-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"Completed","description":"This task is marked done. Great work!"},"visible":{"$state":"/task/done","eq":true},"children":[]}}
+{"op":"add","path":"/elements/mark-done-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/done","eq":true},"$then":"Reopen Task","$else":"Mark as Done"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":{"$cond":{"$state":"/task/done","eq":true},"$then":false,"$else":true}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..48db03d97
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-section","incident-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API Service Health — This Month"}}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["uptime-heading","uptime-metric","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API Uptime","level":"h3"}}}
+{"op":"add","path":"/elements/uptime-metric","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptime/percentage}%** uptime this month"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":"Monthly uptime"}}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Target SLA: ${/uptime/target}% · Total downtime: ${/uptime/downtime}"},"size":"small"}}}
+{"op":"add","path":"/state/uptime","value":{"percentage":99.97,"target":99.9,"downtime":"13m 24s"}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["incident-heading","incident-alert","incident-detail","incident-status"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"}}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"success","title":{"$template":"Resolved — ${/incident/title}"},"description":{"$template":"${/incident/summary}"}}}}
+{"op":"add","path":"/elements/incident-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Started:** ${/incident/started}  ·  **Resolved:** ${/incident/resolved}  ·  **Duration:** ${/incident/duration}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Tag","props":{"text":"All systems operational","variant":"success","size":"md"}}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency in US-East region","summary":"A database connection pool saturation caused elevated response times on the REST API. Traffic was rerouted and the pool limits were increased to fully resolve the issue.","started":"Apr 14, 2024 · 09:12 UTC","resolved":"Apr 14, 2024 · 09:38 UTC","duration":"26 minutes"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..278358b4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-section","incident-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API health and recent incidents"}}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["uptime-heading","uptime-status","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API Uptime — This Month","level":"h3"}}}
+{"op":"add","path":"/elements/uptime-status","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["uptime-badge","uptime-value"]}}
+{"op":"add","path":"/elements/uptime-badge","value":{"type":"Badge","props":{"text":"Operational","variant":"default"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptime/percentage}%** uptime"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/uptime","value":{"percentage":"99.98","month":"June 2024"}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.98,"label":"June 2024 uptime"}}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Measured across all API endpoints for ${/uptime/month}. Target SLA: 99.9%."},"size":"small"}}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"sunk"},"children":["incident-heading","incident-alert"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"}}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"success","title":{"$template":"${/incident/title} — Resolved"},"description":{"$template":"${/incident/summary} Detected ${/incident/detected}, resolved ${/incident/resolved} (duration ${/incident/duration})."}}}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency in us-east-1","summary":"A database connection pool saturation caused intermittent 503 responses on write endpoints.","detected":"Jun 12, 2024 at 09:14 UTC","resolved":"Jun 12, 2024 at 10:02 UTC","duration":"48 min"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..240472d69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API health overview for this month"}}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["uptime-heading","uptime-metric","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API Uptime — This Month","level":"h3"}}}
+{"op":"add","path":"/elements/uptime-metric","value":{"type":"TextContent","props":{"text":{"$template":"**${/uptime/percent}%** operational"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percent"},"label":{"$template":"${/uptime/percent}% uptime"}}}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Measured across ${/uptime/window}. Total downtime: ${/uptime/downtime}."},"size":"small"}}}
+{"op":"add","path":"/state/uptime","value":{"percent":99.94,"window":"June 1–30, 2024","downtime":"26 minutes"}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incident-heading","incident-tag","incident-alert","incident-detail"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"}}}
+{"op":"add","path":"/elements/incident-tag","value":{"type":"Tag","props":{"text":{"$state":"/incident/status"},"variant":"success","size":"md"}}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"success","title":{"$state":"/incident/title"},"description":{"$template":"Resolved ${/incident/resolvedAt} (duration: ${/incident/duration})."}}}}
+{"op":"add","path":"/elements/incident-detail","value":{"type":"TextContent","props":{"text":{"$state":"/incident/summary"},"size":"default"}}}
+{"op":"add","path":"/state/incident","value":{"status":"Resolved","title":"Elevated API latency in us-east-1","resolvedAt":"June 22, 2024 at 3:14 PM UTC","duration":"26 min","summary":"A database connection pool exhaustion caused intermittent 503 responses on the API gateway. Engineers scaled the pool and rerouted traffic; error rates returned to baseline and the incident was fully resolved."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..9e864d015
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-section","incident-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API service health — current month"}}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["uptime-heading","uptime-metric","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API Uptime This Month","level":"h3"}}}
+{"op":"add","path":"/elements/uptime-metric","value":{"type":"TextContent","props":{"text":{"$template":"### ${/uptime/percent}% uptime"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/uptime","value":{"percent":"99.97","month":"February 2024"}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.97,"label":"Availability (target 99.9%)"}}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Measured across all API endpoints for ${/uptime/month}. Exceeding our 99.9% SLA target."},"size":"small"}}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["incident-heading","incident-alert","incident-detail"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"}}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"success","title":{"$state":"/incident/title"},"description":{"$template":"Resolved ${/incident/resolvedAt} (duration ${/incident/duration})"}}}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API latency (partial degradation)","resolvedAt":"Feb 18, 2024 · 3:42 PM UTC","duration":"47 min","summary":"A database connection pool exhaustion caused elevated response times on ~6% of API requests. Engineers increased pool capacity and deployed a hotfix. All systems returned to normal operation."}}
+{"op":"add","path":"/elements/incident-detail","value":{"type":"TextContent","props":{"text":{"$state":"/incident/summary"},"size":"default"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..ffd2998c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","current","outlook-heading","outlook-list","sun-heading","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru","subtitle":"Tuesday, June 10 · Morning Weather Brief"}}}
+{"op":"add","path":"/elements/current","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"start"},"children":["current-temp","current-cond","current-tags"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"Heading","props":{"text":{"$template":"${/current/temp}°C"},"level":"h1"}}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":{"$template":"**${/current/condition}** · Feels like ${/current/feelsLike}°C"},"size":"large"}}}
+{"op":"add","path":"/elements/current-tags","value":{"type":"TagBlock","props":{"tags":["Humidity 68%","Wind 12 km/h","UV Index 6"]}}}
+{"op":"add","path":"/state/current","value":{"temp":24,"feelsLike":25,"condition":"Partly Cloudy"}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"}}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"repeat":{"statePath":"/forecast","key":"day"},"children":["outlook-item"]}}
+{"op":"add","path":"/elements/outlook-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["outlook-day","outlook-icon","outlook-temp","outlook-cond"]}}
+{"op":"add","path":"/elements/outlook-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/outlook-icon","value":{"type":"TextContent","props":{"text":{"$item":"icon"},"size":"large"}}}
+{"op":"add","path":"/elements/outlook-temp","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"default"}}}
+{"op":"add","path":"/elements/outlook-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"}}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Wed","icon":"⛅","high":27,"low":19,"condition":"Partly Cloudy"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Thu","icon":"🌧️","high":25,"low":18,"condition":"Light Rain"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Fri","icon":"☀️","high":29,"low":20,"condition":"Sunny"}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sun Schedule","level":"h3"}}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"around"},"children":["sunrise","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["sunrise-icon","sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-icon","value":{"type":"TextContent","props":{"text":"🌅","size":"large"}}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large"}}}
+{"op":"add","path":"/elements/sunset","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["sunset-icon","sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-icon","value":{"type":"TextContent","props":{"text":"🌇","size":"large"}}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large"}}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"5:52 AM","sunset":"6:44 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..14cbcd980
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","current","outlook-header","outlook-list","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru","subtitle":"Your weather brief · Monday, June 9"}}}
+{"op":"add","path":"/elements/current","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between"},"children":["current-left","current-right"]}}
+{"op":"add","path":"/elements/current-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["current-temp","current-cond","current-feels"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"Heading","props":{"text":"24°C","level":"h1"}}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":"Partly Cloudy","size":"large-heavy"}}}
+{"op":"add","path":"/elements/current-feels","value":{"type":"TextContent","props":{"text":"Feels like 25°C · Humidity 72%","size":"small"}}}
+{"op":"add","path":"/elements/current-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["current-tag","current-wind","current-rain"]}}
+{"op":"add","path":"/elements/current-tag","value":{"type":"Tag","props":{"text":"Pleasant morning","variant":"success","size":"md"}}}
+{"op":"add","path":"/elements/current-wind","value":{"type":"TextContent","props":{"text":"Wind 12 km/h NW","size":"small"}}}
+{"op":"add","path":"/elements/current-rain","value":{"type":"TextContent","props":{"text":"Rain chance 20%","size":"small"}}}
+{"op":"add","path":"/elements/outlook-header","value":{"type":"Heading","props":{"text":"Next 3 Days","level":"h3"}}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"repeat":{"statePath":"/forecast","key":"day"},"children":["outlook-item"]}}
+{"op":"add","path":"/elements/outlook-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["outlook-day","outlook-cond","outlook-temps","outlook-rain"]}}
+{"op":"add","path":"/elements/outlook-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"default"}}}
+{"op":"add","path":"/elements/outlook-cond","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"}}}
+{"op":"add","path":"/elements/outlook-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/outlook-rain","value":{"type":"Tag","props":{"text":{"$template":"Rain ${rain}"},"variant":"info","size":"sm"}}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Tue","condition":"Sunny","high":29,"low":20,"rain":"10%"}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Wed","condition":"Light Rain","high":26,"low":19,"rain":"65%"}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Thu","condition":"Cloudy","high":27,"low":21,"rain":"40%"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"around","align":"center"},"children":["sunrise","sun-sep","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"🌅 Sunrise","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":"5:52 AM","level":"h3"}}}
+{"op":"add","path":"/elements/sun-sep","value":{"type":"Separator","props":{"orientation":"vertical"}}}
+{"op":"add","path":"/elements/sunset","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":"6:47 PM","level":"h3"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..e607b810d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","current","sun-card","outlook-header","outlook-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru","subtitle":"Your weather brief for today"}}}
+{"op":"add","path":"/elements/current","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"start"},"children":["current-temp","current-cond","current-tags"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"Heading","props":{"text":{"$template":"${/current/temp}°C"},"level":"h1"}}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":{"$template":"${/current/conditions} · Feels like ${/current/feelsLike}°C"},"size":"large"}}}
+{"op":"add","path":"/elements/current-tags","value":{"type":"TagBlock","props":{"tags":["Humidity 68%","Wind 12 km/h","UV Moderate"]}}}
+{"op":"add","path":"/state/current","value":{"temp":24,"feelsLike":26,"conditions":"Partly Cloudy","humidity":68}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"around"},"children":["sunrise","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"🌅 Sunrise","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunrise"},"level":"h3"}}}
+{"op":"add","path":"/elements/sunset","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":{"$state":"/sun/sunset"},"level":"h3"}}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:12 AM","sunset":"6:34 PM"}}
+{"op":"add","path":"/elements/outlook-header","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h4"}}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outlook","key":"id"},"children":["outlook-item"]}}
+{"op":"add","path":"/elements/outlook-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["outlook-day","outlook-cond","outlook-hilo"]}}
+{"op":"add","path":"/elements/outlook-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/outlook-cond","value":{"type":"TextContent","props":{"text":{"$template":"${icon} ${conditions}"}}}}
+{"op":"add","path":"/elements/outlook-hilo","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/outlook","value":[]}
+{"op":"add","path":"/state/outlook/0","value":{"id":"1","day":"Tomorrow","conditions":"Sunny","icon":"☀️","high":28,"low":19}}
+{"op":"add","path":"/state/outlook/1","value":{"id":"2","day":"Wednesday","conditions":"Light Rain","icon":"🌧️","high":25,"low":18}}
+{"op":"add","path":"/state/outlook/2","value":{"id":"3","day":"Thursday","conditions":"Cloudy","icon":"☁️","high":26,"low":18}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..3e5f0755c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","current","outlook-heading","outlook-list","sun-heading","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good Morning, Bengaluru","subtitle":"Tuesday, Weather Brief"}}}
+{"op":"add","path":"/elements/current","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["current-temp","current-cond","current-tags"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"Heading","props":{"text":"24°C","level":"h1"}}}
+{"op":"add","path":"/elements/current-cond","value":{"type":"TextContent","props":{"text":"Partly Cloudy · Feels like 25°C","size":"large"}}}
+{"op":"add","path":"/elements/current-tags","value":{"type":"TagBlock","props":{"tags":["Humidity 68%","Wind 12 km/h","UV 6"]}}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"}}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"repeat":{"statePath":"/forecast","key":"day"},"children":["outlook-item"]}}
+{"op":"add","path":"/elements/outlook-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["outlook-day","outlook-icon","outlook-hi","outlook-lo"]}}
+{"op":"add","path":"/elements/outlook-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/outlook-icon","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"}}}
+{"op":"add","path":"/elements/outlook-hi","value":{"type":"TextContent","props":{"text":{"$template":"High ${high}°"},"size":"default"}}}
+{"op":"add","path":"/elements/outlook-lo","value":{"type":"TextContent","props":{"text":{"$template":"Low ${low}°"},"size":"small"}}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"day":"Wed","condition":"☀️ Sunny","high":29,"low":19}}
+{"op":"add","path":"/state/forecast/1","value":{"day":"Thu","condition":"⛅ Cloudy","high":27,"low":18}}
+{"op":"add","path":"/state/forecast/2","value":{"day":"Fri","condition":"🌧️ Showers","high":25,"low":17}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sun Schedule","level":"h3"}}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"around"},"children":["sunrise","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"🌅 Sunrise","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":"6:12 AM","level":"h3"}}}
+{"op":"add","path":"/elements/sunset","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small-heavy"}}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":"6:38 PM","level":"h3"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..fc5ff4a47
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-select","budget-card","largest-card","category-header","category-chart","add-expense"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Budget Check","subtitle":"Track your monthly spending"}}}
+{"op":"add","path":"/elements/month-select","value":{"type":"FormControl","props":{"label":"View month","input":"month-input"}}}
+{"op":"add","path":"/elements/month-input","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["m-jan","m-feb","m-mar"]}}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"}}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"}}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"}}}
+{"op":"add","path":"/state/selectedMonth","value":"March 2025"}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["budget-heading","budget-summary","budget-progress","budget-remaining"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":"Total Spent This Month","level":"h3"}}}
+{"op":"add","path":"/elements/budget-summary","value":{"type":"TextContent","props":{"text":{"$template":"**$${/totalSpent}** spent of **$${/budget}** budget"},"size":"large"}}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":72,"label":"72% of budget used"}}}
+{"op":"add","path":"/elements/budget-remaining","value":{"type":"TextCallout","props":{"variant":"success","title":"Remaining","description":{"$template":"You have $${/remaining} left this month."}}}}
+{"op":"add","path":"/state/totalSpent","value":1806}
+{"op":"add","path":"/state/budget","value":2500}
+{"op":"add","path":"/state/remaining","value":694}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-heading","largest-callout"]}}
+{"op":"add","path":"/elements/largest-heading","value":{"type":"Heading","props":{"text":"Largest Expense","level":"h3"}}}
+{"op":"add","path":"/elements/largest-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${/largest/name} — $${/largest/amount}"},"description":{"$template":"${/largest/category} · ${/largest/date}"}}}}
+{"op":"add","path":"/state/largest","value":{"name":"Rent Payment","amount":950,"category":"Housing","date":"Mar 1"}}
+{"op":"add","path":"/elements/category-header","value":{"type":"Heading","props":{"text":"Spending by Category","level":"h3"}}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"}}}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Food","Transport","Entertainment","Utilities"]}
+{"op":"add","path":"/state/categoryValues","value":[950,420,210,140,86]}
+{"op":"add","path":"/elements/add-expense","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["add-heading","fc-name","fc-amount","fc-category","add-btn","expense-list"]}}
+{"op":"add","path":"/elements/add-heading","value":{"type":"Heading","props":{"text":"Add Expense","level":"h3"}}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Description","input":"in-name"}}}
+{"op":"add","path":"/elements/in-name","value":{"type":"Input","props":{"name":"expName","placeholder":"e.g. Groceries","value":{"$bindState":"/newExpense/name"}}}}
+{"op":"add","path":"/elements/fc-amount","value":{"type":"FormControl","props":{"label":"Amount","input":"in-amount"}}}
+{"op":"add","path":"/elements/in-amount","value":{"type":"Input","props":{"name":"expAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}}}}
+{"op":"add","path":"/elements/fc-category","value":{"type":"FormControl","props":{"label":"Category","input":"in-category"}}}
+{"op":"add","path":"/elements/in-category","value":{"type":"Select","props":{"name":"expCategory","value":{"$bindState":"/newExpense/category"},"items":["c-housing","c-food","c-transport","c-ent","c-util"]}}}
+{"op":"add","path":"/elements/c-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"}}}
+{"op":"add","path":"/elements/c-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"}}}
+{"op":"add","path":"/elements/c-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"}}}
+{"op":"add","path":"/elements/c-ent","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"}}}
+{"op":"add","path":"/elements/c-util","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"}}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"Food"}}
+{"op":"add","path":"/elements/add-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense/name"}}}}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["exp-info","exp-remove"]}}
+{"op":"add","path":"/elements/exp-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${category} — $${amount}"}}}
+{"op":"add","path":"/elements/exp-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","name":"Rent Payment","amount":950,"category":"Housing"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","name":"Grocery Run","amount":210,"category":"Food"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","name":"Gas","amount":85,"category":"Transport"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","name":"Movie Night","amount":48,"category":"Entertainment"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..0cf0004d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","budget-card","largest-card","category-card","add-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["title","month-select"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"size":"small","items":["m-jan","m-feb","m-mar"]},"children":["m-jan","m-feb","m-mar"]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"March 2025"}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["budget-header","budget-progress","budget-remaining"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Total Spent This Month","subtitle":{"$template":"$${/spent} of $${/budget} budget"}},"children":[]}}
+{"op":"add","path":"/state/spent","value":2140}
+{"op":"add","path":"/state/budget","value":3000}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":71,"label":"71% of budget used"},"children":[]}}
+{"op":"add","path":"/elements/budget-remaining","value":{"type":"TextCallout","props":{"variant":"success","title":"$860 remaining","description":"You're on track for the month."},"children":[]}}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largest-head","largest-detail"]}}
+{"op":"add","path":"/elements/largest-head","value":{"type":"Heading","props":{"text":"Largest Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/largest-detail","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${/largest/name} — $${/largest/amount}"},"description":{"$template":"${/largest/category} • ${/largest/date}"}},"children":[]}}
+{"op":"add","path":"/state/largest","value":{"name":"Annual Insurance Payment","amount":640,"category":"Insurance","date":"Mar 5"}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["cat-head","cat-chart","cat-list"]}}
+{"op":"add","path":"/elements/cat-head","value":{"type":"Heading","props":{"text":"Spending by Category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cat-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Housing","Food","Insurance","Transport","Entertainment"],"values":[900,420,640,110,70]},"children":[]}}
+{"op":"add","path":"/elements/cat-list","value":{"type":"ListBlock","props":{"items":["cat-item"]},"repeat":{"statePath":"/categories","key":"name"},"children":["cat-item"]}}
+{"op":"add","path":"/elements/cat-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"$${amount}"}},"children":[]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"name":"Housing","amount":900}}
+{"op":"add","path":"/state/categories/1","value":{"name":"Insurance","amount":640}}
+{"op":"add","path":"/state/categories/2","value":{"name":"Food","amount":420}}
+{"op":"add","path":"/state/categories/3","value":{"name":"Transport","amount":110}}
+{"op":"add","path":"/state/categories/4","value":{"name":"Entertainment","amount":70}}
+{"op":"add","path":"/elements/add-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["add-head","add-name-fc","add-amount-fc","add-cat-fc","add-btn"]}}
+{"op":"add","path":"/elements/add-head","value":{"type":"Heading","props":{"text":"Add an Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-name-fc","value":{"type":"FormControl","props":{"label":"Description","input":"add-name-input"},"children":["add-name-input"]}}
+{"op":"add","path":"/elements/add-name-input","value":{"type":"Input","props":{"name":"expName","placeholder":"e.g. Groceries","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/elements/add-amount-fc","value":{"type":"FormControl","props":{"label":"Amount","input":"add-amount-input"},"children":["add-amount-input"]}}
+{"op":"add","path":"/elements/add-amount-input","value":{"type":"Input","props":{"name":"expAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/add-cat-fc","value":{"type":"FormControl","props":{"label":"Category","input":"add-cat-select"},"children":["add-cat-select"]}}
+{"op":"add","path":"/elements/add-cat-select","value":{"type":"Select","props":{"name":"expCat","placeholder":"Select category","value":{"$bindState":"/newExpense/category"},"items":["c-housing","c-food","c-insurance","c-transport","c-ent"]},"children":["c-housing","c-food","c-insurance","c-transport","c-ent"]}}
+{"op":"add","path":"/elements/c-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/c-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/c-insurance","value":{"type":"SelectItem","props":{"value":"Insurance","label":"Insurance"},"children":[]}}
+{"op":"add","path":"/elements/c-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/c-ent","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":""}}
+{"op":"add","path":"/elements/add-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/categories","value":{"name":{"$state":"/newExpense/category"},"amount":{"$state":"/newExpense/amount"}}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..58248f193
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","budget-summary","largest-expense","category-section","add-expense"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","month-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Budget Check","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","items":["m-jan","m-feb","m-mar"],"value":{"$bindState":"/selectedMonth"},"size":"small"},"children":["m-jan","m-feb","m-mar"]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January","label":"January 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February","label":"February 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March","label":"March 2024"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"March"}
+{"op":"add","path":"/elements/budget-summary","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["summary-head","summary-progress","summary-detail"]}}
+{"op":"add","path":"/elements/summary-head","value":{"type":"CardHeader","props":{"title":{"$template":"Spent this month — ${/selectedMonth}"},"subtitle":{"$template":"$${/totalSpent} of $${/budget} budget"}},"children":[]}}
+{"op":"add","path":"/elements/summary-progress","value":{"type":"Progress","props":{"value":{"$state":"/percentUsed"},"label":{"$template":"${/percentUsed}% of budget used"}},"children":[]}}
+{"op":"add","path":"/elements/summary-detail","value":{"type":"TextContent","props":{"text":{"$template":"**$${/remaining}** remaining out of your **$${/budget}** monthly budget."},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/budget","value":2500}
+{"op":"add","path":"/state/totalSpent","value":1840}
+{"op":"add","path":"/state/remaining","value":660}
+{"op":"add","path":"/state/percentUsed","value":74}
+{"op":"add","path":"/elements/largest-expense","value":{"type":"Alert","props":{"title":{"$template":"Largest expense: ${/largest/name} — $${/largest/amount}"},"description":{"$template":"${/largest/category} · ${/largest/date}. This is your single biggest expense this month."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/largest","value":{"name":"Rent","amount":1200,"category":"Housing","date":"Mar 1"}}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["cat-head","cat-chart","cat-list"]}}
+{"op":"add","path":"/elements/cat-head","value":{"type":"Heading","props":{"text":"Spending by category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cat-chart","value":{"type":"PieChart","props":{"labels":["Housing","Food","Transport","Entertainment","Utilities"],"values":[1200,340,180,80,40],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/cat-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"repeat":{"statePath":"/categories","key":"name"},"children":["cat-row"]}}
+{"op":"add","path":"/elements/cat-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["cat-name","cat-amount"]}}
+{"op":"add","path":"/elements/cat-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/cat-amount","value":{"type":"Badge","props":{"text":{"$template":"$${amount}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"name":"Housing","amount":1200}}
+{"op":"add","path":"/state/categories/1","value":{"name":"Food","amount":340}}
+{"op":"add","path":"/state/categories/2","value":{"name":"Transport","amount":180}}
+{"op":"add","path":"/state/categories/3","value":{"name":"Entertainment","amount":80}}
+{"op":"add","path":"/state/categories/4","value":{"name":"Utilities","amount":40}}
+{"op":"add","path":"/elements/add-expense","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-head","add-form-name","add-form-amount","add-form-cat","add-btn"]}}
+{"op":"add","path":"/elements/add-head","value":{"type":"Heading","props":{"text":"Add an expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-form-name","value":{"type":"FormControl","props":{"label":"Description","input":"input-name"},"children":["input-name"]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"expName","placeholder":"e.g. Groceries","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/elements/add-form-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"},"children":["input-amount"]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"expAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/add-form-cat","value":{"type":"FormControl","props":{"label":"Category","input":"input-cat"},"children":["input-cat"]}}
+{"op":"add","path":"/elements/input-cat","value":{"type":"Select","props":{"name":"expCat","items":["c-housing","c-food","c-transport","c-ent","c-util"],"placeholder":"Select category","value":{"$bindState":"/newExpense/category"}},"children":["c-housing","c-food","c-transport","c-ent","c-util"]}}
+{"op":"add","path":"/elements/c-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/c-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/c-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/c-ent","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/c-util","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":""}}
+{"op":"add","path":"/elements/add-btn","value":{"type":"Button","props":{"label":"Add expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense/name"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..9c10af76b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","budget-card","largest-card","category-card","add-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["title","month-select"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","items":["m-jan","m-feb","m-mar"],"placeholder":"Select month","value":{"$bindState":"/month"},"size":"medium"},"children":["m-jan","m-feb","m-mar"]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/state/month","value":"March"}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-head","budget-progress","budget-detail"]}}
+{"op":"add","path":"/elements/budget-head","value":{"type":"CardHeader","props":{"title":"Total Spent This Month","subtitle":{"$template":"${/month} 2025"}},"children":[]}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":72,"label":{"$template":"$1,440 of $2,000 spent"}},"children":[]}}
+{"op":"add","path":"/elements/budget-detail","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["spent-text","remaining-text"]}}
+{"op":"add","path":"/elements/spent-text","value":{"type":"TextContent","props":{"text":"**Spent:** $1,440","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/remaining-text","value":{"type":"TextContent","props":{"text":"**Remaining:** $560","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["largest-callout"]}}
+{"op":"add","path":"/elements/largest-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"Largest Expense: Rent — $950","description":"Paid on March 1 · Housing category. This is your single biggest expense this month."},"children":[]}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["cat-head","cat-chart","cat-list"]}}
+{"op":"add","path":"/elements/cat-head","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"Where your money went"},"children":[]}}
+{"op":"add","path":"/elements/cat-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Housing","Food","Transport","Entertainment","Utilities"],"values":[950,220,140,80,50]},"children":[]}}
+{"op":"add","path":"/elements/cat-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/categories","key":"id"},"children":["cat-row"]}}
+{"op":"add","path":"/elements/cat-row","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["cat-name","cat-amt"]}}
+{"op":"add","path":"/elements/cat-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cat-amt","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"1","name":"Housing","amount":950}}
+{"op":"add","path":"/state/categories/1","value":{"id":"2","name":"Food","amount":220}}
+{"op":"add","path":"/state/categories/2","value":{"id":"3","name":"Transport","amount":140}}
+{"op":"add","path":"/state/categories/3","value":{"id":"4","name":"Entertainment","amount":80}}
+{"op":"add","path":"/state/categories/4","value":{"id":"5","name":"Utilities","amount":50}}
+{"op":"add","path":"/elements/add-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-head","add-name-fc","add-amt-fc","add-cat-fc","add-btn","recent-head","recent-list"]}}
+{"op":"add","path":"/elements/add-head","value":{"type":"CardHeader","props":{"title":"Add an Expense","subtitle":"Log a new purchase"},"children":[]}}
+{"op":"add","path":"/elements/add-name-fc","value":{"type":"FormControl","props":{"label":"Description","input":"add-name-input"},"children":["add-name-input"]}}
+{"op":"add","path":"/elements/add-name-input","value":{"type":"Input","props":{"name":"expName","placeholder":"e.g. Groceries","type":"text","value":{"$bindState":"/newName"}},"children":[]}}
+{"op":"add","path":"/state/newName","value":""}
+{"op":"add","path":"/elements/add-amt-fc","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"add-amt-input"},"children":["add-amt-input"]}}
+{"op":"add","path":"/elements/add-amt-input","value":{"type":"Input","props":{"name":"expAmt","placeholder":"0.00","type":"number","value":{"$bindState":"/newAmount"}},"children":[]}}
+{"op":"add","path":"/state/newAmount","value":""}
+{"op":"add","path":"/elements/add-cat-fc","value":{"type":"FormControl","props":{"label":"Category","input":"add-cat-select"},"children":["add-cat-select"]}}
+{"op":"add","path":"/elements/add-cat-select","value":{"type":"Select","props":{"name":"expCat","items":["c-housing","c-food","c-transport","c-ent","c-util"],"placeholder":"Choose category","value":{"$bindState":"/newCategory"}},"children":["c-housing","c-food","c-transport","c-ent","c-util"]}}
+{"op":"add","path":"/elements/c-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/c-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/c-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/c-ent","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/c-util","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/state/newCategory","value":""}
+{"op":"add","path":"/elements/add-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newName"},"amount":{"$state":"/newAmount"},"category":{"$state":"/newCategory"}},"clearStatePath":"/newName"}}},"children":[]}}
+{"op":"add","path":"/elements/recent-head","value":{"type":"Heading","props":{"text":"Recent Expenses","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/recent-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"repeat":{"statePath":"/expenses","key":"id"},"children":["exp-row"]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["exp-info","exp-amt"]}}
+{"op":"add","path":"/elements/exp-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${category}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/exp-amt","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","name":"Rent","amount":950,"category":"Housing"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","name":"Grocery Run","amount":120,"category":"Food"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","name":"Gas","amount":60,"category":"Transport"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","name":"Movie Night","amount":45,"category":"Entertainment"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..154c72d31
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,36 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special","filter-card","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Corner Cafe","subtitle":"Freshly brewed, locally sourced"}}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"success","title":"Today's Special: Maple Pecan Latte","description":"A cozy blend of espresso, steamed milk, maple syrup and toasted pecans. Only $5.25 today!"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"m"},"children":["filter-switch"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"vegFilter","variant":"clear","items":["veg-switch"]},"children":["veg-switch"]}}
+{"op":"add","path":"/elements/veg-switch","value":{"type":"SwitchItem","props":{"name":"vegOnly","label":"Show vegetarian items only","description":"Filter the menu to plant-based & vegetarian dishes"},"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$state":"/vegOnly"}}}}}}
+{"op":"add","path":"/state/vegOnly","value":false}
+
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h3"}}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"ListBlock","props":{"items":["drink-item"]},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"ListItem","props":{"title":{"$template":"${name} — ${price}"},"subtitle":{"$item":"desc"}},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]}}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","price":"$3.00","desc":"Rich single shot","veg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","price":"$4.25","desc":"Espresso with steamed milk foam","veg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Maple Pecan Latte","price":"$5.25","desc":"Today's special","veg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Chai Tea","price":"$4.00","desc":"Spiced black tea with milk","veg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Bone Broth Warmer","price":"$4.50","desc":"Slow-simmered beef broth","veg":false}}
+
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h3"}}}
+{"op":"add","path":"/elements/food-list","value":{"type":"ListBlock","props":{"items":["food-item"]},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"ListItem","props":{"title":{"$template":"${name} — ${price}"},"subtitle":{"$item":"desc"}},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]}}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","price":"$8.50","desc":"Sourdough, smashed avocado, chili flakes","veg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Garden Quiche","price":"$7.75","desc":"Spinach, feta & roasted peppers","veg":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Bacon Croissant","price":"$6.50","desc":"Flaky butter croissant with crispy bacon","veg":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Grilled Cheese","price":"$6.00","desc":"Aged cheddar on artisan bread","veg":true}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Chicken Panini","price":"$9.25","desc":"Grilled chicken, pesto & mozzarella","veg":false}}
+
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["hours-heading","hours-table"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h3"}}}
+{"op":"add","path":"/elements/hours-table","value":{"type":"Table","props":{"columns":["hours-day","hours-time"]},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"Col","props":{"label":"Day","type":"string","data":["Monday – Friday","Saturday","Sunday"]}}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"Col","props":{"label":"Hours","type":"string","data":["7:00 AM – 6:00 PM","8:00 AM – 5:00 PM","8:00 AM – 3:00 PM"]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..d9b1c57bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special","filter-card","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Corner Café","subtitle":"Freshly brewed, locally sourced"}}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"success","title":"Today's Special ☕","description":"Maple Pecan Latte + Warm Cinnamon Roll — $9.50 (save $2.50!)"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-label","filter-switch"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"🌱 Show vegetarian items only","size":"large-heavy"}}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"vegFilter","variant":"clear","items":["veg-switch"]},"children":["veg-switch"]}}
+{"op":"add","path":"/elements/veg-switch","value":{"type":"SwitchItem","props":{"name":"vegOnly","label":"Vegetarian"},"on":{"change":{"action":"setState","params":{"statePath":"/vegOnly","value":{"$bindState":"/vegOnly"}}}}}}
+{"op":"add","path":"/state/vegOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"}}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs","align":"center"},"children":["drink-name","drink-tag"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/drink-tag","value":{"type":"Tag","props":{"text":"🌱","size":"sm","variant":"success"},"visible":{"$item":"veg"}}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","price":"3.00","veg":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","price":"4.25","veg":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Maple Pecan Latte","price":"5.50","veg":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Cold Brew","price":"4.75","veg":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Bone Broth Warmer","price":"5.00","veg":false}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Fresh Orange Juice","price":"4.50","veg":true}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"}}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegOnly","not":true},{"$item":"veg"}]},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xs","align":"center"},"children":["food-name","food-tag"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/food-tag","value":{"type":"Tag","props":{"text":"🌱","size":"sm","variant":"success"},"visible":{"$item":"veg"}}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","price":"8.50","veg":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Warm Cinnamon Roll","price":"4.75","veg":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Grilled Chicken Panini","price":"10.00","veg":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Garden Salad","price":"7.50","veg":true}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Bacon & Egg Breakfast","price":"11.00","veg":false}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Vegetable Quiche","price":"8.00","veg":true}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hours-heading","hours-table"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"}}}
+{"op":"add","path":"/elements/hours-table","value":{"type":"Table","props":{"columns":["hours-day","hours-time"]},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"Col","props":{"label":"Day","type":"string","data":["Monday – Friday","Saturday","Sunday"]}}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"Col","props":{"label":"Hours","type":"string","data":["7:00 AM – 6:00 PM","8:00 AM – 5:00 PM","8:00 AM – 3:00 PM"]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..52de71c70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special","filter-card","drinks-section","food-section","hours"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"The Corner Cafe","subtitle":"Fresh coffee & food, made daily"}}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"success","title":"Today's Special: Pumpkin Spice Latte + Blueberry Muffin","description":"A cozy fall combo for just $8.50 — available all day while supplies last!"}}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-label","filter-switch"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"**Show vegetarian items only** 🌱","size":"default"}}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..683467b3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special","filter","drinks-section","food-section","hours"]}}
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+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drinks-heading","drinks-list"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r1.txt
new file mode 100644
index 000000000..1b39e1605
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r1.txt
@@ -0,0 +1,32 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r2.txt
new file mode 100644
index 000000000..ba8aa021e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-course__r2.txt
@@ -0,0 +1,43 @@
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new file mode 100644
index 000000000..f4e3591cd
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index 000000000..649e60505
--- /dev/null
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index 000000000..4bce9f4b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r1.txt
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new file mode 100644
index 000000000..6ddd6f1af
--- /dev/null
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+{"op":"add","path":"/elements/register-header","value":{"type":"Heading","props":{"text":"Register","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Form","props":{"name":"registration","fields":["fc-name","fc-email"],"buttons":["register-btn"]},"children":[]}}
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+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/register-btn","value":{"type":"Button","props":{"label":"Register Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":""}}
+{"op":"add","path":"/state/registered","value":false}
+{"op":"add","path":"/elements/register-confirm","value":{"type":"Callout","props":{"variant":"success","title":"You're registered!","description":"Check your inbox for a confirmation email and event details."},"visible":{"$state":"/registered"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..d5dcd03d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r3.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","register-section"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["hero-title","hero-meta","hero-tags"]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":"DevSummit 2025","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hero-meta","value":{"type":"TextContent","props":{"text":"**June 12–13, 2025** · Moscone West, San Francisco","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/hero-tags","value":{"type":"TagBlock","props":{"tags":["Engineering","AI","Cloud","Two Days","In Person"]},"children":[]}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Callout","props":{"variant":"info","title":"42 Days to Go","description":"Only 42 days remaining until DevSummit 2025 kicks off. Secure your spot today!"},"children":[]}}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["agenda-header","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-header","value":{"type":"Heading","props":{"text":"Agenda","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-item"]}}
+{"op":"add","path":"/elements/agenda-item","value":{"type":"ListItem","props":{"title":{"$template":"${time} — ${title}"},"subtitle":{"$item":"speaker"}},"children":[]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"a1","time":"09:00","title":"Registration & Coffee","speaker":"Main Hall"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"a2","time":"10:00","title":"Keynote: The Future of AI Tooling","speaker":"Dr. Elena Rossi"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"a3","time":"11:30","title":"Scaling Cloud Infrastructure","speaker":"Marcus Chen"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"a4","time":"13:00","title":"Lunch & Networking","speaker":"West Terrace"}}
+{"op":"add","path":"/state/agenda/4","value":{"id":"a5","time":"14:30","title":"Building Resilient Systems","speaker":"Priya Nair"}}
+{"op":"add","path":"/state/agenda/5","value":{"id":"a6","time":"16:00","title":"Closing Panel & Q&A","speaker":"All Speakers"}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["speakers-header","speakers-list"]}}
+{"op":"add","path":"/elements/speakers-header","value":{"type":"Heading","props":{"text":"Speakers","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/speakers/0","value":{"id":"s1","initials":"ER","name":"Dr. Elena Rossi","bio":"AI researcher pioneering developer-focused ML tooling."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"s2","initials":"MC","name":"Marcus Chen","bio":"Principal engineer scaling cloud platforms to billions of requests."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"s3","initials":"PN","name":"Priya Nair","bio":"Reliability expert building fault-tolerant distributed systems."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"s4","initials":"JK","name":"James Kwon","bio":"Open-source maintainer championing developer experience."}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tickets-header","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"Heading","props":{"text":"Ticket Tiers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/ticket-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["ticket-name","ticket-price","ticket-desc"]}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"Heading","props":{"text":{"$item":"price"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/ticket-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","name":"Early Bird","price":"$199","desc":"Full 2-day access. Limited quantity."}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","name":"Standard","price":"$349","desc":"Full 2-day access plus workshops."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","name":"VIP","price":"$599","desc":"Front-row seating, speaker dinner, swag."}}
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["register-header","register-form","register-success"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"Heading","props":{"text":"Register Now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Form","props":{"name":"registerForm","fields":["fc-name","fc-email"],"buttons":["register-btn"]},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jane@example.com","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/register-btn","value":{"type":"Button","props":{"label":"Register","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":""}}
+{"op":"add","path":"/state/registered","value":false}
+{"op":"add","path":"/elements/register-success","value":{"type":"Callout","props":{"variant":"success","title":"You're Registered!","description":"Thanks for signing up. A confirmation has been sent to your email."},"visible":{"$state":"/registered"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..c5009579d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-event__r4.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","register-section"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["hero-title","hero-meta","hero-tags"]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":"DevSummit 2025","level":"h1"}}}
+{"op":"add","path":"/elements/hero-meta","value":{"type":"TextContent","props":{"text":"**June 12–13, 2025** · Moscone Center West, San Francisco, CA","size":"large"}}}
+{"op":"add","path":"/elements/hero-tags","value":{"type":"TagBlock","props":{"tags":["2 Days","40+ Speakers","In-Person & Virtual"]}}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Callout","props":{"variant":"info","title":"Only 48 days remaining!","description":"Secure your seat before the countdown ends. Early-bird pricing closes soon."}}}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["agenda-header","agenda-table"]}}
+{"op":"add","path":"/elements/agenda-header","value":{"type":"CardHeader","props":{"title":"Agenda","subtitle":"Day 1 highlights — all times PDT"}}}
+{"op":"add","path":"/elements/agenda-table","value":{"type":"Table","props":{"columns":["col-time","col-session","col-room"]}}}
+{"op":"add","path":"/elements/col-time","value":{"type":"Col","props":{"label":"Time","type":"string","data":["09:00","10:00","11:30","13:00","14:30","16:00"]}}}
+{"op":"add","path":"/elements/col-session","value":{"type":"Col","props":{"label":"Session","type":"string","data":["Opening Keynote","Scaling Distributed Systems","Modern Frontend Architecture","Lunch & Networking","AI in Production","Panel: The Future of Dev"]}}}
+{"op":"add","path":"/elements/col-room","value":{"type":"Col","props":{"label":"Room","type":"string","data":["Main Hall","Hall A","Hall B","Foyer","Hall A","Main Hall"]}}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["speakers-header","speakers-list"]}}
+{"op":"add","path":"/elements/speakers-header","value":{"type":"CardHeader","props":{"title":"Speakers","subtitle":"Learn from industry leaders"}}}
+{"op":"add","path":"/elements/speakers-list","value":{"type":"ListBlock","props":{"variant":"image"},"repeat":{"statePath":"/speakers","key":"id"},"children":["speaker-item"]}}
+{"op":"add","path":"/elements/speaker-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"bio"},"image":[{"$item":"avatar"}]}}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"1","name":"Dr. Elena Vasquez","bio":"Principal Engineer at CloudScale — expert in distributed systems.","avatar":"https://i.pravatar.cc/150?img=47"}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"2","name":"Marcus Chen","bio":"Creator of the Nova framework and open-source advocate.","avatar":"https://i.pravatar.cc/150?img=12"}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"3","name":"Aisha Okafor","bio":"Head of ML at DataForge, focused on production AI at scale.","avatar":"https://i.pravatar.cc/150?img=32"}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"4","name":"Tom Bergstrom","bio":"Staff Frontend Architect building resilient design systems.","avatar":"https://i.pravatar.cc/150?img=68"}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-header","tickets-grid"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"CardHeader","props":{"title":"Ticket Tiers","subtitle":"Choose the pass that fits you"}}}
+{"op":"add","path":"/elements/tickets-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-card"]}}
+{"op":"add","path":"/elements/ticket-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["ticket-name","ticket-price","ticket-desc","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"}}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"TextContent","props":{"text":{"$template":"**${price}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ticket-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"tag"},"variant":"secondary"}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"1","name":"Virtual","price":"$99","desc":"Live-streamed sessions and recordings.","tag":"Remote"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"2","name":"Standard","price":"$299","desc":"Full in-person access, both days.","tag":"Popular"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"3","name":"VIP","price":"$599","desc":"Front-row seats, speaker dinner & swag.","tag":"Premium"}}
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["register-header","register-form","register-confirm"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Register Now","subtitle":"Reserve your spot in seconds"}}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Form","props":{"name":"register","fields":["fc-name","fc-email"],"buttons":"register-btn"},"children":["fc-name","fc-email","register-btn"]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name"},"children":["input-name"]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/reg/name"}}}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email"},"children":["input-email"]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/reg/email"}}}}
+{"op":"add","path":"/elements/register-btn","value":{"type":"Button","props":{"label":"Register","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/reg/done","value":true}}}}}
+{"op":"add","path":"/state/reg","value":{"name":"","email":"","done":false}}
+{"op":"add","path":"/elements/register-confirm","value":{"type":"Callout","props":{"variant":"success","title":"You're registered!","description":"Check your inbox for a confirmation email."},"visible":{"$state":"/reg/done"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..244af1775
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","weekly","logform"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Summary","subtitle":"Wednesday, June 12"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["steps-card","cal-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-head","steps-progress","steps-goal"]}}
+{"op":"add","path":"/elements/steps-head","value":{"type":"Heading","props":{"text":"Steps Today","level":"h4"}}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/percent"},"label":{"$template":"${/steps/count} / ${/steps/goal} steps"}}}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"**${/steps/remaining}** steps to reach your daily goal","size":"small"}}}}
+{"op":"add","path":"/state/steps","value":{"count":7842,"goal":10000,"percent":78,"remaining":2158}}
+{"op":"add","path":"/elements/cal-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cal-head","cal-value","cal-tags"]}}
+{"op":"add","path":"/elements/cal-head","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h4"}}}
+{"op":"add","path":"/elements/cal-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/calories/burned} kcal"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/cal-tags","value":{"type":"TagBlock","props":{"tags":["Active: 480 kcal","Resting: 340 kcal"]}}}
+{"op":"add","path":"/state/calories","value":{"burned":820}}
+{"op":"add","path":"/elements/weekly","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["weekly-head","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-head","value":{"type":"Heading","props":{"text":"Workouts This Week","level":"h4"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["minutes-series"],"xLabel":"Day","yLabel":"Minutes"},"children":["minutes-series"]}}
+{"op":"add","path":"/elements/minutes-series","value":{"type":"Series","props":{"category":"Minutes","values":[45,30,60,0,50,75,40]}}}
+{"op":"add","path":"/elements/logform","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["log-head","fc-type","fc-duration","fc-cal","log-btn","log-list"]}}
+{"op":"add","path":"/elements/log-head","value":{"type":"Heading","props":{"text":"Log a New Workout","level":"h4"}}}
+{"op":"add","path":"/elements/fc-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"in-type"},"children":["in-type"]}}
+{"op":"add","path":"/elements/in-type","value":{"type":"Select","props":{"name":"type","placeholder":"Select type","items":["opt-run","opt-cycle","opt-strength","opt-yoga"],"value":{"$bindState":"/newWorkout/type"}},"children":["opt-run","opt-cycle","opt-strength","opt-yoga"]}}
+{"op":"add","path":"/elements/opt-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"}}}
+{"op":"add","path":"/elements/opt-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"}}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"value":"Strength","label":"Strength"}}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"}}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/fc-duration","value":{"type":"FormControl","props":{"label":"Duration (min)","input":"in-duration"},"children":["in-duration"]}}
+{"op":"add","path":"/elements/in-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkout/duration"}}}}
+{"op":"add","path":"/elements/fc-cal","value":{"type":"FormControl","props":{"label":"Calories Burned","input":"in-cal"},"children":["in-cal"]}}
+{"op":"add","path":"/elements/in-cal","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 300","value":{"$bindState":"/newWorkout/calories"}}}}
+{"op":"add","path":"/elements/log-btn","value":{"type":"Button","props":{"label":"Add Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}}}}}}}
+{"op":"add","path":"/elements/log-list","value":{"type":"ListBlock","props":{"items":["log-item"]},"repeat":{"statePath":"/workouts","key":"id"},"children":["log-item"]}}
+{"op":"add","path":"/elements/log-item","value":{"type":"ListItem","props":{"title":{"$item":"type"},"subtitle":{"$template":"${duration} min · ${calories} kcal"}}}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"1","type":"Running","duration":"45","calories":"420"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"2","type":"Strength","duration":"30","calories":"210"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..08e8f601f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","week-section","log-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Summary","subtitle":"Today, June 12"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"stretch"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-heading","steps-value","steps-progress","steps-goal"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps","level":"h4"}}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/steps/current}** steps"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/percent"},"label":{"$template":"${/steps/percent}% of goal"}}}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"Goal: ${/steps/goal} steps"},"size":"small"}}}
+{"op":"add","path":"/state/steps","value":{"current":8420,"goal":10000,"percent":84}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cal-heading","cal-value","cal-tag"]}}
+{"op":"add","path":"/elements/cal-heading","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h4"}}}
+{"op":"add","path":"/elements/cal-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/calories/burned}** kcal"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/cal-tag","value":{"type":"Tag","props":{"text":{"$template":"${/calories/percent}% of ${/calories/target} kcal goal"},"variant":"success","size":"md"}}}
+{"op":"add","path":"/state/calories","value":{"burned":540,"target":700,"percent":77}}
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+{"op":"add","path":"/elements/week-heading","value":{"type":"Heading","props":{"text":"Workouts This Week","level":"h3"}}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["minutes-series"],"xLabel":"Day","yLabel":"Minutes"},"children":["minutes-series"]}}
+{"op":"add","path":"/elements/minutes-series","value":{"type":"Series","props":{"category":"Workout Minutes","values":[45,0,30,60,20,75,50]}}}
+{"op":"add","path":"/elements/log-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["log-heading","log-form","logged-heading","logged-list"]}}
+{"op":"add","path":"/elements/log-heading","value":{"type":"Heading","props":{"text":"Log a Workout","level":"h3"}}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["fc-type","fc-duration","fc-cal","log-btn"]}}
+{"op":"add","path":"/elements/fc-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"input-type"},"children":["input-type"]}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Choose type","items":["opt-run","opt-cycle","opt-strength","opt-yoga"],"value":{"$bindState":"/newWorkout/type"}},"children":["opt-run","opt-cycle","opt-strength","opt-yoga"]}}
+{"op":"add","path":"/elements/opt-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"}}}
+{"op":"add","path":"/elements/opt-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"}}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"value":"Strength","label":"Strength"}}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"}}}
+{"op":"add","path":"/elements/fc-duration","value":{"type":"FormControl","props":{"label":"Duration (min)","input":"input-duration"},"children":["input-duration"]}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 30","value":{"$bindState":"/newWorkout/duration"}}}}
+{"op":"add","path":"/elements/fc-cal","value":{"type":"FormControl","props":{"label":"Calories","input":"input-cal"},"children":["input-cal"]}}
+{"op":"add","path":"/elements/input-cal","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/newWorkout/calories"}}}}
+{"op":"add","path":"/elements/log-btn","value":{"type":"Button","props":{"label":"Add Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}}}}}}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/logged-heading","value":{"type":"Heading","props":{"text":"Recent Workouts","level":"h4"}}}
+{"op":"add","path":"/elements/logged-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["logged-item"]}}
+{"op":"add","path":"/elements/logged-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["logged-text","logged-remove"]}}
+{"op":"add","path":"/elements/logged-text","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** — ${duration} min · ${calories} kcal"}}}
+{"op":"add","path":"/elements/logged-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/workouts","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","type":"Running","duration":45,"calories":420}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","type":"Strength","duration":30,"calories":210}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"w3","type":"Yoga","duration":60,"calories":180}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..7db433f64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","week-card","log-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Summary","subtitle":"Today's activity at a glance"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["steps-heading","steps-value","steps-progress","steps-goal"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps Today","level":"h3"}}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/steps/current}** / ${/steps/goal} steps"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/percent"},"label":"Goal progress"}}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"${/steps/remaining} steps to reach your daily goal"},"size":"small"}}}
+{"op":"add","path":"/state/steps","value":{"current":8420,"goal":10000,"percent":84,"remaining":1580}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["cal-heading","cal-value","cal-tag"]}}
+{"op":"add","path":"/elements/cal-heading","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h3"}}}
+{"op":"add","path":"/elements/cal-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/calories/burned}** kcal"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/cal-tag","value":{"type":"Tag","props":{"text":"Active energy","variant":"success","size":"md"}}}
+{"op":"add","path":"/state/calories","value":{"burned":642}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["week-heading","week-chart"]}}
+{"op":"add","path":"/elements/week-heading","value":{"type":"Heading","props":{"text":"Workouts This Week","level":"h3"}}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-minutes"],"xLabel":"Day","yLabel":"Minutes"},"children":["week-minutes"]}}
+{"op":"add","path":"/elements/week-minutes","value":{"type":"Series","props":{"category":"Workout minutes","values":[45,30,0,60,25,50,40]}}}
+{"op":"add","path":"/elements/log-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["log-heading","log-form","logged-list"]}}
+{"op":"add","path":"/elements/log-heading","value":{"type":"Heading","props":{"text":"Log a New Workout","level":"h3"}}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["fc-type","fc-duration","fc-calories","log-button"]}}
+{"op":"add","path":"/elements/fc-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"input-type"},"children":["input-type"]}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Choose a workout","items":["opt-run","opt-cycle","opt-strength","opt-yoga","opt-swim"],"value":{"$bindState":"/newWorkout/type"}},"children":["opt-run","opt-cycle","opt-strength","opt-yoga","opt-swim"]}}
+{"op":"add","path":"/elements/opt-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"}}}
+{"op":"add","path":"/elements/opt-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"}}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"value":"Strength","label":"Strength Training"}}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"}}}
+{"op":"add","path":"/elements/opt-swim","value":{"type":"SelectItem","props":{"value":"Swimming","label":"Swimming"}}}
+{"op":"add","path":"/elements/fc-duration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"input-duration"},"children":["input-duration"]}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 30","value":{"$bindState":"/newWorkout/duration"}}}}
+{"op":"add","path":"/elements/fc-calories","value":{"type":"FormControl","props":{"label":"Calories Burned","input":"input-cals"},"children":["input-cals"]}}
+{"op":"add","path":"/elements/input-cals","value":{"type":"Input","props":{"name":"cals","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/newWorkout/calories"}}}}
+{"op":"add","path":"/elements/log-button","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/loggedWorkouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}}}}}}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/logged-list","value":{"type":"ListBlock","props":{"items":["logged-item"]},"repeat":{"statePath":"/loggedWorkouts","key":"id"},"children":["logged-item"]}}
+{"op":"add","path":"/elements/logged-item","value":{"type":"ListItem","props":{"title":{"$item":"type"},"subtitle":{"$template":"${duration} min · ${calories} kcal"}}}}
+{"op":"add","path":"/state/loggedWorkouts","value":[]}
+{"op":"add","path":"/state/loggedWorkouts/0","value":{"id":"w1","type":"Running","duration":"40","calories":"420"}}
+{"op":"add","path":"/state/loggedWorkouts/1","value":{"id":"w2","type":"Strength","duration":"30","calories":"222"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..0b224f075
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","week-section","log-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Summary","subtitle":"Monday, June 10"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-heading","steps-value","steps-progress","steps-goal"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps Today","level":"h4"}}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/steps/today}** steps"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":76,"label":"76% of daily goal"}}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"Goal: ${/steps/goal} steps"},"size":"small"}}}
+{"op":"add","path":"/state/steps","value":{"today":7642,"goal":10000}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cal-heading","cal-value","cal-tag"]}}
+{"op":"add","path":"/elements/cal-heading","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h4"}}}
+{"op":"add","path":"/elements/cal-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/calories/burned}** kcal"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/cal-tag","value":{"type":"Tag","props":{"text":"Active","variant":"success","size":"md"}}}
+{"op":"add","path":"/state/calories","value":{"burned":543}}
+{"op":"add","path":"/elements/week-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["week-heading","week-chart"]}}
+{"op":"add","path":"/elements/week-heading","value":{"type":"Heading","props":{"text":"Workouts This Week","level":"h3"}}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-series"],"xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/week-series","value":{"type":"Series","props":{"category":"Active Minutes","values":[45,30,0,60,25,80,50]},"children":[]}}
+{"op":"add","path":"/elements/log-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["log-heading","log-form","logged-list-heading","logged-list"]}}
+{"op":"add","path":"/elements/log-heading","value":{"type":"Heading","props":{"text":"Log a New Workout","level":"h3"}}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["fc-type","fc-duration","fc-calories","log-button"]}}
+{"op":"add","path":"/elements/fc-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"input-type"},"children":[]}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Choose type","items":["opt-run","opt-cycle","opt-strength","opt-yoga","opt-swim"],"value":{"$bindState":"/newWorkout/type"}},"children":[]}}
+{"op":"add","path":"/elements/opt-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"},"children":[]}}
+{"op":"add","path":"/elements/opt-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/opt-strength","value":{"type":"SelectItem","props":{"value":"Strength","label":"Strength"},"children":[]}}
+{"op":"add","path":"/elements/opt-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/elements/opt-swim","value":{"type":"SelectItem","props":{"value":"Swimming","label":"Swimming"},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/fc-duration","value":{"type":"FormControl","props":{"label":"Duration (min)","input":"input-duration"},"children":[]}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 30","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/fc-calories","value":{"type":"FormControl","props":{"label":"Calories Burned","input":"input-calories"},"children":[]}}
+{"op":"add","path":"/elements/input-calories","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/newWorkout/calories"}},"children":[]}}
+{"op":"add","path":"/elements/log-button","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}},"clearStatePath":"/newWorkout/duration"}}},"children":[]}}
+{"op":"add","path":"/elements/logged-list-heading","value":{"type":"Heading","props":{"text":"Today's Logged Workouts","level":"h4"}}}
+{"op":"add","path":"/elements/logged-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["logged-item"]}}
+{"op":"add","path":"/elements/logged-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["logged-info","logged-remove"]}}
+{"op":"add","path":"/elements/logged-info","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** · ${duration} min · ${calories} kcal"}},"children":[]}}
+{"op":"add","path":"/elements/logged-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/workouts","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","type":"Running","duration":"45","calories":"420"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","type":"Strength","duration":"30","calories":"180"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..7cf4678b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r1.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","meta-tags","desc-section","quals-section","salary-section","apply-section","share-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","team"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"}}}
+{"op":"add","path":"/elements/team","value":{"type":"TextContent","props":{"text":"**Team:** Product Design · Growth Squad","size":"large"}}}
+{"op":"add","path":"/elements/meta-tags","value":{"type":"TagBlock","props":{"tags":["Full-time","Remote-friendly","Design","Mid–Senior"]}}}
+{"op":"add","path":"/elements/desc-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the role","level":"h3"}}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"MarkDownRenderer","props":{"textMarkdown":"We're looking for a **Senior Product Designer** to shape end-to-end experiences across our core product. You'll partner closely with product managers, engineers, and researchers to turn complex problems into elegant, intuitive interfaces. From early discovery sketches to polished, production-ready designs, you'll own the craft and champion the user at every step."}}}
+{"op":"add","path":"/elements/quals-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["quals-heading","quals-list"]}}
+{"op":"add","path":"/elements/quals-heading","value":{"type":"Heading","props":{"text":"What we're looking for","level":"h3"}}}
+{"op":"add","path":"/elements/quals-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"detail"}}}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","title":"5+ years of product design experience","detail":"Shipping consumer or SaaS products end to end."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","title":"Strong systems thinking","detail":"Comfortable building and maintaining design systems."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","title":"Fluency in Figma & prototyping","detail":"Able to move from low- to high-fidelity quickly."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","title":"Excellent communication","detail":"Can articulate design decisions to cross-functional partners."}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"5","title":"User-centered mindset","detail":"Grounds work in research and measurable outcomes."}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["salary-heading","salary-range","salary-note"]}}
+{"op":"add","path":"/elements/salary-heading","value":{"type":"Heading","props":{"text":"Salary range","level":"h3"}}}
+{"op":"add","path":"/elements/salary-range","value":{"type":"TextContent","props":{"text":"**$140,000 – $180,000 USD** per year","size":"large-heavy"}}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":"Plus equity, comprehensive benefits, and an annual learning stipend.","size":"small"}}}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["apply-heading","apply-form","apply-success"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h3"}}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"applyForm","fields":["fc-name","fc-email","fc-resume"],"buttons":["apply-buttons"]},"children":["fc-name","fc-email","fc-resume","apply-buttons"]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full name","input":"input-name"},"children":["input-name"]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/apply/name"}}}}
+{"op":"add","path":"/state/apply","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email address","input":"input-email"},"children":["input-email"]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/apply/email"}}}}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume link","input":"input-resume","hint":"Paste a link to your resume or portfolio."},"children":["input-resume"]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://...","type":"url","value":{"$bindState":"/apply/resume"}}}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit"]},"children":["btn-submit"]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/applied","value":true}}}}}
+{"op":"add","path":"/state/applied","value":false}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Callout","props":{"variant":"success","title":"Application submitted","description":"Thanks for applying! We'll review your submission and be in touch soon."},"visible":{"$state":"/applied"}}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["share-heading","share-buttons"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this posting","level":"h3"}}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-copy","share-linkedin","share-email"],"direction":"row"},"children":["share-copy","share-linkedin","share-email"]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Button","props":{"label":"Copy link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMsg","value":"Link copied to clipboard!"}}}}}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMsg","value":"Opening LinkedIn share..."}}}}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Share via email","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMsg","value":"Opening email draft..."}}}}}
+{"op":"add","path":"/state/shareMsg","value":""}
+{"op":"add","path":"/elements/share-status","value":{"type":"TextContent","props":{"text":{"$state":"/shareMsg"},"size":"small-heavy"},"visible":{"$state":"/shareMsg"}}}
+{"op":"add","path":"/elements/share-section/children/-","value":"share-status"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..831768cf3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","tags","desc","quals","salary","share","apply"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","team"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"}}}
+{"op":"add","path":"/elements/team","value":{"type":"TextContent","props":{"text":"Design Team · Full-time · Remote (US)","size":"large"}}}
+{"op":"add","path":"/elements/tags","value":{"type":"TagBlock","props":{"tags":["Figma","UX/UI","Design Systems","Remote"]}}}
+{"op":"add","path":"/elements/desc","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["desc-h","desc-t"]}}
+{"op":"add","path":"/elements/desc-h","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"}}}
+{"op":"add","path":"/elements/desc-t","value":{"type":"TextContent","props":{"text":"We're looking for a Senior Product Designer to shape end-to-end experiences across our core products. You'll partner closely with engineering and product to turn complex problems into elegant, intuitive interfaces — from early concepts and prototypes to polished, shipped features."}}}
+{"op":"add","path":"/elements/quals","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["quals-h","quals-list"]}}
+{"op":"add","path":"/elements/quals-h","value":{"type":"Heading","props":{"text":"What We're Looking For","level":"h3"}}}
+{"op":"add","path":"/elements/quals-list","value":{"type":"ListBlock","props":{"variant":"number","items":["q1","q2","q3","q4","q5"]}}}
+{"op":"add","path":"/elements/q1","value":{"type":"ListItem","props":{"title":"5+ years of product design experience","subtitle":"Shipping consumer or B2B software at scale"}}}
+{"op":"add","path":"/elements/q2","value":{"type":"ListItem","props":{"title":"Strong portfolio","subtitle":"Demonstrating interaction, visual, and systems thinking"}}}
+{"op":"add","path":"/elements/q3","value":{"type":"ListItem","props":{"title":"Fluency in Figma","subtitle":"Prototyping, components, and maintaining design systems"}}}
+{"op":"add","path":"/elements/q4","value":{"type":"ListItem","props":{"title":"Collaborative mindset","subtitle":"Comfortable working closely with PMs and engineers"}}}
+{"op":"add","path":"/elements/q5","value":{"type":"ListItem","props":{"title":"User-centered approach","subtitle":"Experience running and applying research findings"}}}
+{"op":"add","path":"/elements/salary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["salary-h","salary-t","salary-badge"]}}
+{"op":"add","path":"/elements/salary-h","value":{"type":"Heading","props":{"text":"Compensation","level":"h3"}}}
+{"op":"add","path":"/elements/salary-t","value":{"type":"TextContent","props":{"text":"Base salary range, plus equity and benefits.","size":"small"}}}
+{"op":"add","path":"/elements/salary-badge","value":{"type":"Badge","props":{"text":"$140,000 – $180,000 / year","variant":"secondary"}}}
+{"op":"add","path":"/elements/share","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["share-h","share-row"]}}
+{"op":"add","path":"/elements/share-h","value":{"type":"Heading","props":{"text":"Share this posting","level":"h4"}}}
+{"op":"add","path":"/elements/share-row","value":{"type":"Buttons","props":{"buttons":["share-copy","share-li","share-x"],"direction":"row"}}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/copied","value":true}}}}}
+{"op":"add","path":"/elements/share-li","value":{"type":"Button","props":{"label":"LinkedIn","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/share-x","value":{"type":"Button","props":{"label":"Twitter / X","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/state/copied","value":false}
+{"op":"add","path":"/elements/copied-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Link copied!","description":"The job posting URL has been copied to your clipboard."},"visible":{"$state":"/copied"}}}
+{"op":"add","path":"/elements/share","children":["share-h","share-row","copied-note"]}
+{"op":"add","path":"/elements/apply","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["apply-h","apply-form"]}}
+{"op":"add","path":"/elements/apply-h","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h3"}}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"application","fields":["fc-name","fc-email","fc-resume"],"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"in-name"}}}
+{"op":"add","path":"/elements/in-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/form/name"}}}}
+{"op":"add","path":"/state/form","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"in-email"}}}
+{"op":"add","path":"/elements/in-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/form/email"}}}}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume Link","input":"in-resume","hint":"Link to your resume or portfolio (Google Drive, personal site, etc.)"}}}
+{"op":"add","path":"/elements/in-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://...","type":"url","value":{"$bindState":"/form/resume"}}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/submitted","value":true}}}}}
+{"op":"add","path":"/state/submitted","value":false}
+{"op":"add","path":"/elements/submitted-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Application submitted!","description":"Thanks for applying. We'll review your application and be in touch soon."},"visible":{"$state":"/submitted"}}}
+{"op":"add","path":"/elements/apply","children":["apply-h","apply-form","submitted-note"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..4cb43471d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r3.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","tags","desc-section","qual-section","salary-section","apply-section","share-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Senior Product Designer","subtitle":"Design & Research Team · Remote (US)"}}}
+{"op":"add","path":"/elements/tags","value":{"type":"TagBlock","props":{"tags":["Full-time","Remote","Design","Senior"]}}}
+{"op":"add","path":"/elements/desc-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"}}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"As a Senior Product Designer, you'll shape end-to-end experiences across our web and mobile products. You'll partner closely with product managers, engineers, and researchers to turn complex problems into elegant, intuitive interfaces. You'll own design from discovery through delivery and help evolve our design system."}}}
+{"op":"add","path":"/elements/qual-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["qual-heading","qual-list"]}}
+{"op":"add","path":"/elements/qual-heading","value":{"type":"Heading","props":{"text":"What We're Looking For","level":"h3"}}}
+{"op":"add","path":"/elements/qual-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"detail"}}}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","title":"5+ years of product design experience","detail":"Shipping consumer or SaaS products end-to-end."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","title":"Strong systems thinking","detail":"Experience building and maintaining design systems."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","title":"Fluency in Figma","detail":"Prototyping, components, and collaborative workflows."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","title":"Excellent communication","detail":"Able to present and defend design decisions with clarity."}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["salary-label","salary-badge"]}}
+{"op":"add","path":"/elements/salary-label","value":{"type":"TextContent","props":{"text":"**Salary Range**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/salary-badge","value":{"type":"Badge","props":{"text":"$140,000 – $180,000 / year","variant":"secondary"}}}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["apply-heading","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply for this Role","level":"h3"}}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"applyForm","fields":["fc-name","fc-email","fc-resume"],"buttons":["apply-buttons"]}}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name"}}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/form/name"}}}}
+{"op":"add","path":"/state/form","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email"}}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/form/email"}}}}
+{"op":"add","path":"/elements/fc-resume","value":{"type":"FormControl","props":{"label":"Resume Link","input":"input-resume","hint":"Paste a link to your resume or portfolio."}}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://...","type":"url","value":{"$bindState":"/form/resume"}}}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]}}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/applied","value":true}}}}}
+{"op":"add","path":"/state/applied","value":false}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Callout","props":{"variant":"success","title":"Application Received","description":"Thanks for applying! We'll be in touch soon."},"visible":{"$state":"/applied"}}}
+{"op":"replace","path":"/elements/apply-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["apply-heading","apply-form","apply-success"]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["share-heading","share-buttons"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this Posting","level":"h4"}}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-copy","share-linkedin","share-email"],"direction":"row"}}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/linkCopied","value":true}}}}}
+{"op":"add","path":"/state/linkCopied","value":false}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"LinkedIn","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Email","variant":"tertiary","size":"small"}}}
+{"op":"add","path":"/elements/share-copied","value":{"type":"Callout","props":{"variant":"info","title":"Link Copied","description":"The posting link is on your clipboard."},"visible":{"$state":"/linkCopied"}}}
+{"op":"replace","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["share-heading","share-buttons","share-copied"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..24ca446d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-job__r4.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","tags","desc-section","quals-section","salary-section","apply-section","share-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","team"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/team","value":{"type":"TextContent","props":{"text":{"$template":"**Team:** ${/job/team} · ${/job/location}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"title":"Senior Product Designer","team":"Design Systems","location":"Remote (US/EU)"}}
+{"op":"add","path":"/elements/tags","value":{"type":"TagBlock","props":{"tags":["Full-time","Remote","Design Systems","Figma"]},"children":[]}}
+{"op":"add","path":"/elements/desc-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["desc-head","desc-text"]}}
+{"op":"add","path":"/elements/desc-head","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"}},"children":[]}}
+{"op":"add","path":"/state/job/description","value":"We're looking for a Senior Product Designer to shape the future of our design system. You'll partner with engineers and product managers to build cohesive, accessible components and patterns used across all our products. This is a high-impact role where craft, collaboration, and systems thinking come together."}
+{"op":"add","path":"/elements/quals-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["quals-head","quals-list"]}}
+{"op":"add","path":"/elements/quals-head","value":{"type":"Heading","props":{"text":"What We're Looking For","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/quals-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"detail"}},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","title":"5+ years of product design experience","detail":"Ideally with SaaS or platform products at scale."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","title":"Design systems expertise","detail":"Experience building and maintaining component libraries."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","title":"Strong Figma & prototyping skills","detail":"Fluency with modern design and handoff tools."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","title":"Excellent collaboration & communication","detail":"Comfortable working closely with engineering and PM."}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["salary-head","salary-value","salary-note"]}}
+{"op":"add","path":"/elements/salary-head","value":{"type":"Heading","props":{"text":"Salary Range","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/salary-value","value":{"type":"TextContent","props":{"text":{"$state":"/job/salary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":{"$state":"/job/salaryNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/job/salary","value":"$140,000 – $180,000 USD"}
+{"op":"add","path":"/state/job/salaryNote","value":"Plus equity and comprehensive benefits. Final offer based on experience and location."}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["apply-head","form-name","form-email","form-resume","apply-buttons","apply-success"]}}
+{"op":"add","path":"/elements/apply-head","value":{"type":"Heading","props":{"text":"Apply Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/form-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/application/name"}},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resume":""}}
+{"op":"add","path":"/elements/form-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/application/email"}},"children":[]}}
+{"op":"add","path":"/elements/form-resume","value":{"type":"FormControl","props":{"label":"Resume Link","input":"input-resume","hint":"Link to your resume or portfolio (URL)."},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resume","placeholder":"https://...","type":"url","value":{"$bindState":"/application/resume"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/application/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Callout","props":{"variant":"success","title":"Application received!","description":"Thanks for applying. We'll be in touch soon."},"visible":{"$state":"/application/submitted"},"children":[]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["share-head","share-buttons"]}}
+{"op":"add","path":"/elements/share-head","value":{"type":"Heading","props":{"text":"Share This Posting","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-copy","share-linkedin","share-email"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"copied"}}},"children":[]}}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"LinkedIn","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"linkedin"}}},"children":[]}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Email","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":"email"}}},"children":[]}}
+{"op":"add","path":"/state/shared","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..ab15b8379
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","trend-section","products-section","download-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"March 2024 Overview"},"children":[]}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-revenue","kpi-conversion"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-revenue-label","kpi-revenue-value","kpi-revenue-tag"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/revenue/current}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-tag","value":{"type":"Tag","props":{"text":{"$template":"${/revenue/change} vs last month"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/revenue","value":{"current":"128,450","change":"+12.4%"}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-conv-label","kpi-conv-value","kpi-conv-progress"]}}
+{"op":"add","path":"/elements/kpi-conv-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv-value","value":{"type":"Heading","props":{"text":{"$template":"${/conversion/rate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/kpi-conv-progress","value":{"type":"Progress","props":{"value":3.8,"label":"of 100% visitors"},"children":[]}}
+{"op":"add","path":"/state/conversion","value":{"rate":"3.8"}}
+{"op":"add","path":"/elements/trend-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["trend-heading","trend-chart"]}}
+{"op":"add","path":"/elements/trend-heading","value":{"type":"Heading","props":{"text":"Revenue — Last 6 Months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/trend-chart","value":{"type":"LineChart","props":{"labels":["Oct","Nov","Dec","Jan","Feb","Mar"],"series":["trend-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/trend-series","value":{"type":"Series","props":{"category":"Revenue","values":[98200,105600,121300,110800,117400,128450]},"children":[]}}
+{"op":"add","path":"/elements/products-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["products-heading","products-list"]}}
+{"op":"add","path":"/elements/products-heading","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/products","key":"id"},"children":["product-item"]}}
+{"op":"add","path":"/elements/product-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${units} units sold"}},"children":[]}}
+{"op":"add","path":"/state/products","value":[]}
+{"op":"add","path":"/state/products/0","value":{"id":"1","name":"Aurora Wireless Headphones","units":1240}}
+{"op":"add","path":"/state/products/1","value":{"id":"2","name":"Nimbus Smart Water Bottle","units":980}}
+{"op":"add","path":"/state/products/2","value":{"id":"3","name":"Terra Eco Backpack","units":760}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["download-text","download-btn"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Export this month's sales figures as a CSV report.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Numbers","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/download-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Report Ready","description":"Your sales report has been downloaded."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"replace","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["download-row","download-confirm"]}}
+{"op":"add","path":"/elements/download-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["download-text","download-btn"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..507560755
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","trend-section","top-section","download-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"March 2024 performance overview"}}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["kpi-revenue","kpi-conversion"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/revenueThisMonth}"},"level":"h1"}}}
+{"op":"add","path":"/state/revenueThisMonth","value":"128,400"}
+{"op":"add","path":"/elements/revenue-delta","value":{"type":"Badge","props":{"text":"+12.4% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-conversion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$template":"${/conversionRate}%"},"level":"h1"}}}
+{"op":"add","path":"/state/conversionRate","value":3.8}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":38,"label":"of 10% target"}}}
+{"op":"add","path":"/elements/trend-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["trend-heading","trend-chart"]}}
+{"op":"add","path":"/elements/trend-heading","value":{"type":"Heading","props":{"text":"Revenue — Last 6 Months","level":"h3"}}}
+{"op":"add","path":"/elements/trend-chart","value":{"type":"LineChart","props":{"labels":["Oct","Nov","Dec","Jan","Feb","Mar"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":["revenue-series"]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[92000,98500,115000,101200,114300,128400]}}}
+{"op":"add","path":"/elements/top-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["top-heading","top-list"]}}
+{"op":"add","path":"/elements/top-heading","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"}}}
+{"op":"add","path":"/elements/top-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["top-item"]}}
+{"op":"add","path":"/elements/top-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${units} units sold"}}}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"1","name":"Aurora Wireless Earbuds","units":"1,240"}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"2","name":"Nimbus Smart Water Bottle","units":"985"}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"3","name":"Halo Desk Lamp Pro","units":"712"}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["download-note","download-buttons"]}}
+{"op":"add","path":"/elements/download-note","value":{"type":"TextContent","props":{"text":"Export the full report for your records.","size":"small"}}}
+{"op":"add","path":"/elements/download-buttons","value":{"type":"Buttons","props":{"buttons":["btn-csv","btn-pdf"],"direction":"row"},"children":["btn-csv","btn-pdf"]}}
+{"op":"add","path":"/elements/btn-csv","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":"csv"}}}}}
+{"op":"add","path":"/elements/btn-pdf","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":"pdf"}}}}}
+{"op":"add","path":"/state/downloaded","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..5232f09bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","trend-section","top-products-section","download-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"March 2024 performance overview"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-change"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/revenueThisMonth}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/revenueThisMonth","value":"128,450"}
+{"op":"add","path":"/elements/revenue-change","value":{"type":"Tag","props":{"text":"+14.2% vs last month","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$template":"${/conversionRate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":"3.8"}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":38,"label":"3.8% of visitors purchased"},"children":[]}}
+{"op":"add","path":"/elements/trend-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["trend-heading","trend-chart"]}}
+{"op":"add","path":"/elements/trend-heading","value":{"type":"Heading","props":{"text":"Revenue — Last 6 Months","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/trend-chart","value":{"type":"LineChart","props":{"labels":["Oct","Nov","Dec","Jan","Feb","Mar"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[98200,105400,121300,110800,112500,128450]},"children":[]}}
+{"op":"add","path":"/elements/top-products-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-heading","top-list"]}}
+{"op":"add","path":"/elements/top-heading","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/top-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["top-item"]}}
+{"op":"add","path":"/elements/top-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${units} units sold · $${revenue}"}},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"1","name":"Aurora Wireless Earbuds","units":"1,240","revenue":"49,600"}}
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+{"op":"add","path":"/state/topProducts/2","value":{"id":"3","name":"Vellum Leather Notebook","units":"760","revenue":"22,800"}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"start"},"children":["download-text","download-buttons"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Export this month's numbers for your records.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-buttons","value":{"type":"Buttons","props":{"buttons":["download-csv","download-pdf"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/download-csv","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":"csv"}}},"children":[]}}
+{"op":"add","path":"/elements/download-pdf","value":{"type":"Button","props":{"label":"Download PDF","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":"pdf"}}},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..7dd7cae1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","chart-section","top-products","download-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Monthly Sales Check","subtitle":"October 2024 performance overview"}}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue This Month","size":"small-heavy"}}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/revenueThisMonth}"},"level":"h1"}}}
+{"op":"add","path":"/state/revenueThisMonth","value":"128,400"}
+{"op":"add","path":"/elements/revenue-delta","value":{"type":"Badge","props":{"text":"+12.4% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$template":"${/conversionRate}%"},"level":"h1"}}}
+{"op":"add","path":"/state/conversionRate","value":3.8}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":3.8,"label":"of visitors purchased"}}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-heading","revenue-chart"]}}
+{"op":"add","path":"/elements/chart-heading","value":{"type":"Heading","props":{"text":"Revenue — Last 6 Months","level":"h3"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":["May","Jun","Jul","Aug","Sep","Oct"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"}}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[89200,95400,102300,110800,114200,128400]}}}
+{"op":"add","path":"/elements/top-products","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["products-heading","products-list"]}}
+{"op":"add","path":"/elements/products-heading","value":{"type":"Heading","props":{"text":"Top 3 Best-Selling Products","level":"h3"}}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["product-rank","product-name","product-units"]}}
+{"op":"add","path":"/elements/product-rank","value":{"type":"Badge","props":{"text":{"$template":"#${$index}"},"variant":"outline"}}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"success","size":"md"}}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"1","name":"Aurora Wireless Earbuds","units":1240}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"2","name":"Nimbus Smart Bottle","units":980}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"3","name":"Pulse Fitness Band","units":765}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["download-text","download-btn"]}}
+{"op":"add","path":"/elements/download-text","value":{"type":"TextContent","props":{"text":"Export this month's numbers for your records.","size":"small"}}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}}}}
+{"op":"add","path":"/state/downloaded","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..85da2ec08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","missing-callout","updates-list","blocked-header","blocked-list","post-form"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Async Standup","subtitle":{"$template":"${/today}"}}}}
+{"op":"add","path":"/state/today","value":"Monday, June 9, 2025"}
+{"op":"add","path":"/elements/missing-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${/missingCount} updates still missing"},"description":"Some teammates haven't posted their standup yet today."}}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"start"},"children":["update-avatar","update-body"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/update-body","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["update-name-row","update-status","update-blocked-tag"]}}
+{"op":"add","path":"/elements/update-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["update-name","update-status-badge"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/update-status-badge","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"}}}}
+{"op":"add","path":"/elements/update-blocked-tag","value":{"type":"Tag","props":{"text":{"$template":"Blocked: ${blocker}"},"variant":"danger","size":"sm"},"visible":{"$item":"blocked"}}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"1","name":"Ava Chen","initials":"AC","role":"Frontend","status":"Wrapped up the new dashboard layout yesterday. Today I'm polishing the responsive breakpoints and starting on dark mode.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/1","value":{"id":"2","name":"Marco Silva","initials":"MS","role":"Backend","status":"Finished the auth token refresh flow. Today I'm working on the notifications service but waiting on API keys.","blocked":true,"blocker":"Need prod API keys from DevOps"}}
+{"op":"add","path":"/state/updates/2","value":{"id":"3","name":"Priya Nair","initials":"PN","role":"Design","status":"Shipped the onboarding illustrations. Today I'll finalize the standup screen mockups and hand off assets.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/3","value":{"id":"4","name":"Leo Park","initials":"LP","role":"QA","status":"Cleared the regression backlog. Blocked on the staging environment being down for the new build.","blocked":true,"blocker":"Staging environment is down"}}
+{"op":"add","path":"/elements/blocked-header","value":{"type":"Heading","props":{"text":"🚧 Currently Blocked","level":"h3"}}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"TextCallout","props":{"variant":"danger","title":{"$item":"name"},"description":{"$item":"blocker"}}}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"2","name":"Marco Silva","blocker":"Need prod API keys from DevOps"}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"4","name":"Leo Park","blocker":"Staging environment is down"}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-header","post-name-fc","post-status-fc","post-blocked-switch","post-blocker-fc","post-buttons"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h3"}}}
+{"op":"add","path":"/elements/post-name-fc","value":{"type":"FormControl","props":{"label":"Your name","input":"post-name-input"}}}
+{"op":"add","path":"/elements/post-name-input","value":{"type":"Input","props":{"name":"postName","placeholder":"e.g. Sam Rivera","value":{"$bindState":"/draft/name"}}}}
+{"op":"add","path":"/state/draft","value":{"name":"","status":"","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-status-fc","value":{"type":"FormControl","props":{"label":"Today's status","input":"post-status-input","hint":"What did you do, what's next?"}}}
+{"op":"add","path":"/elements/post-status-input","value":{"type":"TextArea","props":{"name":"postStatus","placeholder":"Share your progress...","rows":3,"value":{"$bindState":"/draft/status"}}}}
+{"op":"add","path":"/elements/post-blocked-switch","value":{"type":"SwitchGroup","props":{"name":"postBlockedGroup","items":["post-blocked-item"]}}}
+{"op":"add","path":"/elements/post-blocked-item","value":{"type":"SwitchItem","props":{"name":"blocked","label":"I'm blocked","description":"Flag this to alert the team"}}}
+{"op":"add","path":"/elements/post-blocker-fc","value":{"type":"FormControl","props":{"label":"What's blocking you?","input":"post-blocker-input"},"visible":{"$state":"/draft/blocked"}}}
+{"op":"add","path":"/elements/post-blocker-input","value":{"type":"Input","props":{"name":"postBlocker","placeholder":"Describe the blocker","value":{"$bindState":"/draft/blocker"}}}}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-submit-btn"]}}}
+{"op":"add","path":"/elements/post-submit-btn","value":{"type":"Button","props":{"label":"Post Update","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/draft/name"},"initials":"YOU","role":"Team","status":{"$state":"/draft/status"},"blocked":{"$state":"/draft/blocked"},"blocker":{"$state":"/draft/blocker"}},"clearStatePath":"/draft/status"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..9b363791f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","blocked-callout","updates-heading","updates-list","post-heading","post-form"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","date"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/date","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Monday, June 9, 2025"}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["summary-submitted","summary-missing"]}}
+{"op":"add","path":"/elements/summary-submitted","value":{"type":"TextContent","props":{"text":{"$template":"✅ Submitted: ${/submittedCount} of ${/teamSize}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/summary-missing","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} updates still missing"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/teamSize","value":5}
+{"op":"add","path":"/state/submittedCount","value":3}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Alert","props":{"title":"Blocked teammates need help","description":"Priya is blocked on API access; Marcus is blocked waiting on design review.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today's Updates","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"start"},"children":["update-avatar","update-body"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/update-body","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["update-header-row","update-status","update-blocked-tag","update-missing-note"]}}
+{"op":"add","path":"/elements/update-header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["update-name","update-role"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-role","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-blocked-tag","value":{"type":"Tag","props":{"text":{"$template":"🚧 Blocked: ${blocker}"},"variant":"danger","size":"md"},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/elements/update-missing-note","value":{"type":"Tag","props":{"text":"⏳ No update yet","variant":"warning","size":"md"},"visible":{"$item":"missing"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"1","name":"Sara Kim","initials":"SK","role":"Frontend","status":"**Yesterday:** Shipped the new nav bar. **Today:** Working on the settings page redesign. **Blockers:** None.","blocked":false,"missing":false}}
+{"op":"add","path":"/state/updates/1","value":{"id":"2","name":"Priya Nair","initials":"PN","role":"Backend","status":"**Yesterday:** Set up the billing microservice. **Today:** Integrating payment webhooks. **Blockers:** Need API access.","blocked":true,"blocker":"waiting on Stripe API keys","missing":false}}
+{"op":"add","path":"/state/updates/2","value":{"id":"3","name":"Marcus Lee","initials":"ML","role":"Design","status":"**Yesterday:** Drafted onboarding flow mocks. **Today:** Finalizing dashboard components. **Blockers:** Blocked on design review.","blocked":true,"blocker":"pending design review from Sara","missing":false}}
+{"op":"add","path":"/state/updates/3","value":{"id":"4","name":"Ana Torres","initials":"AT","role":"QA","status":"No update posted yet.","blocked":false,"missing":true}}
+{"op":"add","path":"/state/updates/4","value":{"id":"5","name":"Diego Ruiz","initials":"DR","role":"DevOps","status":"No update posted yet.","blocked":false,"missing":true}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["post-name-ctrl","post-status-ctrl","post-blocked-switch","post-buttons"]}}
+{"op":"add","path":"/elements/post-name-ctrl","value":{"type":"FormControl","props":{"label":"Your name","input":"post-name-input"},"children":[]}}
+{"op":"add","path":"/elements/post-name-input","value":{"type":"Input","props":{"name":"postName","placeholder":"e.g. Ana Torres","value":{"$bindState":"/draft/name"}},"children":[]}}
+{"op":"add","path":"/elements/post-status-ctrl","value":{"type":"FormControl","props":{"label":"Status update","input":"post-status-input","hint":"What did you do yesterday, today, and any blockers?"},"children":[]}}
+{"op":"add","path":"/elements/post-status-input","value":{"type":"TextArea","props":{"name":"postStatus","placeholder":"Yesterday... Today... Blockers...","rows":4,"value":{"$bindState":"/draft/status"}},"children":[]}}
+{"op":"add","path":"/elements/post-blocked-switch","value":{"type":"SwitchGroup","props":{"name":"postBlocked","items":["post-blocked-item"],"variant":"card"},"children":["post-blocked-item"]}}
+{"op":"add","path":"/elements/post-blocked-item","value":{"type":"SwitchItem","props":{"label":"I'm blocked","description":"Flag this so the team can help unblock you","name":"blockedFlag"},"children":[]}}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-submit"],"direction":"row"},"children":["post-submit"]}}
+{"op":"add","path":"/elements/post-submit","value":{"type":"Button","props":{"label":"Post Update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/draft/name"},"initials":"YOU","role":"Team","status":{"$state":"/draft/status"},"blocked":false,"missing":false},"clearStatePath":"/draft/status"}}},"children":[]}}
+{"op":"add","path":"/state/draft","value":{"name":"","status":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..9ee6de8ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","blocked-section","updates-section","post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","date-line"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/date-line","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Monday, June 9, 2025"}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["summary-text","summary-badge"]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":"Standup progress","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summary-badge","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} updates still missing"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["blocked-heading","blocked-alert-mia","blocked-alert-raj"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"🚫 Blocked","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/blocked-alert-mia","value":{"type":"Alert","props":{"title":"Mia Chen is blocked","description":"Waiting on API keys from the platform team to finish the payments integration.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/blocked-alert-raj","value":{"type":"Alert","props":{"title":"Raj Patel is blocked","description":"Staging environment is down; can't verify the migration script.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today's Updates","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"start"},"children":["update-avatar","update-body"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/update-body","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["update-name-row","update-status"]}}
+{"op":"add","path":"/elements/update-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["update-name","update-tag"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-tag","value":{"type":"Tag","props":{"text":{"$item":"state"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"1","name":"Alex Rivera","initials":"AR","state":"On track","variant":"success","status":"✅ Shipped the new dashboard filters. Today: pairing with design on the settings redesign."}}
+{"op":"add","path":"/state/updates/1","value":{"id":"2","name":"Mia Chen","initials":"MC","state":"Blocked","variant":"danger","status":"Wrapped up the checkout refactor yesterday. 🚫 Blocked on payments — need API keys from platform team."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"3","name":"Raj Patel","initials":"RP","state":"Blocked","variant":"danger","status":"Wrote the DB migration. 🚫 Blocked — staging is down, can't verify."}}
+{"op":"add","path":"/state/updates/3","value":{"id":"4","name":"Sofia Nguyen","initials":"SN","state":"On track","variant":"success","status":"✅ Closed 4 support escalations. Today: writing docs for the new webhook flow."}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["post-heading","post-name-control","post-status-control","post-blocked-switch","post-button"]}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"Post your update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/post-name-control","value":{"type":"FormControl","props":{"label":"Your name","input":"post-name-input"},"children":[]}}
+{"op":"add","path":"/elements/post-name-input","value":{"type":"Input","props":{"name":"postName","placeholder":"e.g. Jordan Lee","value":{"$bindState":"/draft/name"}},"children":[]}}
+{"op":"add","path":"/state/draft","value":{"name":"","status":"","blocked":false}}
+{"op":"add","path":"/elements/post-status-control","value":{"type":"FormControl","props":{"label":"What did you do / what's next?","input":"post-status-input"},"children":[]}}
+{"op":"add","path":"/elements/post-status-input","value":{"type":"TextArea","props":{"name":"postStatus","placeholder":"Yesterday I... Today I'm...","rows":3,"value":{"$bindState":"/draft/status"}},"children":[]}}
+{"op":"add","path":"/elements/post-blocked-switch","value":{"type":"SwitchGroup","props":{"name":"blockedGroup","items":["post-blocked-item"],"variant":"clear"},"children":["post-blocked-item"]}}
+{"op":"add","path":"/elements/post-blocked-item","value":{"type":"SwitchItem","props":{"name":"blocked","label":"I'm blocked","description":"Flag this so the team can help unblock you."},"children":[]}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/draft/name"},"initials":"ME","state":"On track","variant":"success","status":{"$state":"/draft/status"}},"clearStatePath":"/draft/status"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..31e2fb885
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,35 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","blocked-callout","updates-list","post-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","date"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"}}}
+{"op":"add","path":"/elements/date","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/today}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/today","value":"Monday, June 9, 2025"}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["summary-text","summary-badge"]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":"Standup progress","size":"large-heavy"}}}
+{"op":"add","path":"/elements/summary-badge","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} updates still missing"},"variant":"destructive"}}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Alert","props":{"title":"Blocked teammates","description":"Priya (waiting on API keys) and Marcus (build pipeline down) are blocked today.","variant":"warning"}}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-item"]}}
+{"op":"add","path":"/elements/update-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"start"},"children":["update-avatar","update-body"]}}
+{"op":"add","path":"/elements/update-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}}}}
+{"op":"add","path":"/elements/update-body","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["update-name-row","update-status"]}}
+{"op":"add","path":"/elements/update-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["update-name","update-tag"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/update-tag","value":{"type":"Tag","props":{"text":{"$item":"tagText"},"variant":{"$item":"tagVariant"},"size":"sm"}}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"}}}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"1","name":"Alex Chen","initials":"AC","tagText":"On track","tagVariant":"success","status":"Finished the onboarding flow refactor. Reviewing PRs today and starting the settings page."}}
+{"op":"add","path":"/state/updates/1","value":{"id":"2","name":"Priya Nair","initials":"PN","tagText":"Blocked","tagVariant":"danger","status":"Blocked: still waiting on the third-party API keys. Meanwhile drafting the integration tests."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"3","name":"Marcus Lee","initials":"ML","tagText":"Blocked","tagVariant":"danger","status":"Blocked: build pipeline is down after the CI upgrade. Coordinating with DevOps to fix it."}}
+{"op":"add","path":"/state/updates/3","value":{"id":"4","name":"Sofia Ramos","initials":"SR","tagText":"On track","tagVariant":"success","status":"Shipped the analytics dashboard widgets. Today: polishing charts and writing docs."}}
+{"op":"add","path":"/elements/post-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["post-header","post-name-control","post-status-control","post-blocked-switch","post-button"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"Heading","props":{"text":"Post your update","level":"h3"}}}
+{"op":"add","path":"/elements/post-name-control","value":{"type":"FormControl","props":{"label":"Your name","input":"post-name-input"},"children":[]}}
+{"op":"add","path":"/elements/post-name-input","value":{"type":"Input","props":{"name":"postName","placeholder":"e.g. Jordan Kim","value":{"$bindState":"/draft/name"}}}}
+{"op":"add","path":"/state/draft","value":{"name":"","status":"","blocked":false}}
+{"op":"add","path":"/elements/post-status-control","value":{"type":"FormControl","props":{"label":"Today's status","input":"post-status-input","hint":"What did you do, and what's next?"},"children":[]}}
+{"op":"add","path":"/elements/post-status-input","value":{"type":"TextArea","props":{"name":"postStatus","placeholder":"Share your progress and plans...","rows":3,"value":{"$bindState":"/draft/status"}}}}
+{"op":"add","path":"/elements/post-blocked-switch","value":{"type":"SwitchGroup","props":{"name":"postBlocked","variant":"card","items":["post-blocked-item"]},"children":["post-blocked-item"]}}
+{"op":"add","path":"/elements/post-blocked-item","value":{"type":"SwitchItem","props":{"name":"blocked","label":"I'm blocked","description":"Flag this so the team can help unblock you."}}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":{"$state":"/draft/name"},"initials":"YOU","tagText":"On track","tagVariant":"success","status":{"$state":"/draft/status"}},"clearStatePath":"/draft/status"}}}}}
+{"op":"add","path":"/elements/post-button-wrap","value":{"type":"Card","props":{},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..c310a9c28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","threshold-callout","search-section","list-header","items-list","reorder-confirm"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Items at or below the reorder threshold"}}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Reorder Threshold","description":{"$template":"Items with ${/threshold} units or fewer are flagged for reorder. Adjust the threshold below to change what triggers this warning."}}}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/search-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["threshold-control","search-control"]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Warning threshold (units)","input":"threshold-slider","hint":"Items at or below this level appear in the list"}}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":1,"max":50,"step":1,"label":"Threshold","value":[{"$bindState":"/threshold"}]}}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter by product name or SKU"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","type":"text","placeholder":"Search by name or SKU...","value":{"$bindState":"/search"}}}}
+{"op":"add","path":"/state/search","value":""}
+{"op":"add","path":"/elements/list-header","value":{"type":"Heading","props":{"text":"Items Running Low","level":"h3"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/items","key":"id"},"children":["item-card"]}}
+{"op":"add","path":"/elements/item-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","item-stock","item-reorder"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"}}}
+{"op":"add","path":"/elements/item-stock","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["item-remaining","item-badge"]}}
+{"op":"add","path":"/elements/item-remaining","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units left"},"size":"default"}}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":{"$template":"Threshold: ${/threshold}"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/item-reorder","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderItem","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Organic Whole Milk 1L","sku":"DAIRY-1042","remaining":3}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"Free-Range Eggs (Dozen)","sku":"DAIRY-2087","remaining":5}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Sourdough Bread Loaf","sku":"BAKE-3311","remaining":2}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Cold Brew Coffee 500ml","sku":"BEV-5520","remaining":8}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Dark Chocolate Bar 90%","sku":"SNACK-7712","remaining":6}}
+{"op":"add","path":"/elements/reorder-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Reorder Placed","description":{"$template":"A reorder request was submitted for ${/reorderItem}."}},"visible":{"$state":"/reorderItem"}}}
+{"op":"add","path":"/state/reorderItem","value":""}
+
+Every numbered requirement is covered: (1) each item card shows its name, SKU, and remaining units; (2) a Reorder button per item; (3) the threshold is shown in the callout, per-item badge, and controllable via slider; (4) the search input filters items.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..026f12ad7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","threshold-callout","search-section","list-header","items-list","reorder-banner"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Items at or below their reorder threshold"}}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Warning threshold: 15 units","description":"Any item with 15 or fewer units remaining triggers a low-inventory warning and is listed below."}}}
+{"op":"add","path":"/state/threshold","value":15}
+{"op":"add","path":"/elements/search-section","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter the low-inventory list by name or SKU"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by name or SKU...","type":"text","value":{"$bindState":"/search"}}}}
+{"op":"add","path":"/state/search","value":""}
+{"op":"add","path":"/elements/list-header","value":{"type":"Heading","props":{"text":"Items running low","level":"h3"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","item-meta","reorder-btn"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · Threshold: ${threshold} units"},"size":"small"}}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"end"},"children":["item-units","item-badge"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units left"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":"Low stock","variant":"destructive"}}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"}}}}}}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Organic Coffee Beans 1kg","sku":"COF-1001","remaining":4,"threshold":15}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"Ceramic Mug White","sku":"MUG-2200","remaining":9,"threshold":15}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Stainless Water Bottle","sku":"BTL-3050","remaining":12,"threshold":15}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Cotton Tote Bag","sku":"BAG-4120","remaining":2,"threshold":15}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Notebook A5 Lined","sku":"NBK-5077","remaining":15,"threshold":15}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/elements/reorder-banner","value":{"type":"Callout","props":{"variant":"success","title":"Reorder requested","description":"A purchase order has been queued for the selected item."},"visible":{"$state":"/reorders/0"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..6b4ad0deb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,27 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","threshold-callout","search-section","list-header","items-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Items that need to be reordered soon"}}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Low-Stock Threshold","description":"Items are flagged when remaining units fall at or below 20 units."}}}
+{"op":"add","path":"/state/threshold","value":20}
+{"op":"add","path":"/elements/search-section","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter by product name or SKU"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search inventory...","type":"text","value":{"$bindState":"/search"}}}}
+{"op":"add","path":"/state/search","value":""}
+{"op":"add","path":"/elements/list-header","value":{"type":"Heading","props":{"text":"Items Running Low","level":"h3"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/items","key":"id"},"children":["item-card"]}}
+{"op":"add","path":"/elements/item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","item-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-name","item-sku","item-remaining","item-progress"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"}}}
+{"op":"add","path":"/elements/item-remaining","value":{"type":"Tag","props":{"text":{"$template":"${remaining} units remaining"},"variant":"danger","size":"md"}}}
+{"op":"add","path":"/elements/item-progress","value":{"type":"Progress","props":{"value":{"$item":"remaining"},"label":{"$template":"${remaining} of ${threshold} threshold"}}}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Buttons","props":{"buttons":["reorder-btn"],"direction":"column"}}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/lastReordered","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Organic Whole Milk 1L","sku":"MLK-001","remaining":4,"threshold":20}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"Free-Range Eggs (dozen)","sku":"EGG-012","remaining":8,"threshold":20}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Sourdough Bread Loaf","sku":"BRD-045","remaining":11,"threshold":20}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Cold Brew Coffee 500ml","sku":"COF-330","remaining":2,"threshold":20}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Greek Yogurt 750g","sku":"YOG-078","remaining":15,"threshold":20}}
+{"op":"add","path":"/state/lastReordered","value":""}
+{"op":"add","path":"/elements/reorder-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Reorder Placed","description":{"$template":"A reorder request was submitted for ${/lastReordered}."}},"visible":{"$state":"/lastReordered","neq":""}}}
+{"op":"add","path":"/elements/main/children/-","value":"reorder-confirm"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..7ea0f2f51
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,27 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","threshold-callout","search-section","list-heading","items-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low Inventory Warnings","subtitle":"Items below the reorder threshold need attention"}}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Reorder Threshold: 20 units","description":"Any item with fewer than 20 units remaining is flagged for reordering."}}}
+{"op":"add","path":"/state/threshold","value":20}
+{"op":"add","path":"/elements/search-section","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Filter the low-inventory list by item name or SKU"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Search by name or SKU...","type":"text","value":{"$bindState":"/searchQuery"}}}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/list-heading","value":{"type":"Heading","props":{"text":"Items Running Low","level":"h3"}}}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/items","key":"id"},"children":["item-card"]}}
+{"op":"add","path":"/elements/item-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-info","item-stock","item-reorder"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · Threshold: ${/threshold} units"},"size":"small"}}}
+{"op":"add","path":"/elements/item-stock","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["item-units","item-badge"]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units left"},"size":"default"}}}
+{"op":"add","path":"/elements/item-badge","value":{"type":"Badge","props":{"text":"Low Stock","variant":"destructive"}}}
+{"op":"add","path":"/elements/item-reorder","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastReorder","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Organic Whole Milk 1L","sku":"MLK-1001","remaining":6}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"Free-Range Eggs (Dozen)","sku":"EGG-2044","remaining":12}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Sourdough Loaf","sku":"BRD-3310","remaining":4}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Extra Virgin Olive Oil 500ml","sku":"OIL-5077","remaining":9}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Ground Coffee 250g","sku":"COF-6120","remaining":15}}
+{"op":"add","path":"/state/lastReorder","value":""}
+{"op":"add","path":"/elements/reorder-confirm","value":{"type":"Alert","props":{"title":"Reorder placed","description":{"$template":"A reorder request was submitted for ${/lastReorder}."},"variant":"success"},"visible":{"$state":"/lastReorder"}}}
+{"op":"replace","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","threshold-callout","search-section","reorder-confirm","list-heading","items-list"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..3f4414c7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r1.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","controls","tickets-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Support Lead","subtitle":"Here's your queue at a glance"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/openCount}"}}}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"}}}
+{"op":"add","path":"/state/openCount","value":18}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["metric-response-value","metric-response-label"]}}
+{"op":"add","path":"/elements/metric-response-value","value":{"type":"Heading","props":{"level":"h1","text":{"$template":"${/avgFirstResponse}"}}}}
+{"op":"add","path":"/elements/metric-response-label","value":{"type":"TextContent","props":{"text":"Avg. first-response time","size":"small"}}}
+{"op":"add","path":"/state/avgFirstResponse","value":"1h 24m"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["filter-switch","new-ticket-btn"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"filters","variant":"clear","items":["filter-high"]},"children":["filter-high"]}}
+{"op":"add","path":"/elements/filter-high","value":{"type":"SwitchItem","props":{"name":"highOnly","label":"High priority only","description":"Show only high-priority tickets"},"on":{"change":{"action":"setState","params":{"statePath":"/highOnly","value":{"$state":"/highOnly"}}}}}}
+{"op":"add","path":"/state/highOnly","value":false}
+{"op":"add","path":"/elements/new-ticket-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Open a new ticket","description":"Create a new support ticket","content":["nt-subject-fc","nt-priority-fc","nt-desc-fc","nt-submit"]}}}
+{"op":"add","path":"/elements/nt-subject-fc","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject"},"children":["nt-subject"]}}
+{"op":"add","path":"/elements/nt-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"","description":""}}
+{"op":"add","path":"/elements/nt-priority-fc","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority"},"children":["nt-priority"]}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","value":{"$bindState":"/newTicket/priority"},"items":["nt-p-high","nt-p-med","nt-p-low"]},"children":["nt-p-high","nt-p-med","nt-p-low"]}}
+{"op":"add","path":"/elements/nt-p-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"}}}
+{"op":"add","path":"/elements/nt-p-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"}}}
+{"op":"add","path":"/elements/nt-p-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"}}}
+{"op":"add","path":"/elements/nt-desc-fc","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc"},"children":["nt-desc"]}}
+{"op":"add","path":"/elements/nt-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue","rows":3,"value":{"$bindState":"/newTicket/description"}}}}
+{"op":"add","path":"/elements/nt-submit","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"time":"just now"},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"level":"h3","text":"Recent tickets"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"visible":{"$or":[{"$state":"/highOnly","not":true},{"$item":"priority","eq":"High"}]},"children":["ticket-info","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["ticket-subject","ticket-time"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-time","value":{"type":"TextContent","props":{"text":{"$template":"Opened ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"destructive","$else":"secondary"}}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-1042","subject":"Login fails after password reset","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-1041","subject":"Invoice PDF not downloading","priority":"Medium","time":"25 min ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-1040","subject":"API rate limit questions","priority":"Low","time":"41 min ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-1039","subject":"Payment webhook returning 500","priority":"High","time":"1h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-1038","subject":"Dark mode toggle not persisting","priority":"Low","time":"1h 32m ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..c61785418
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r2.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","controls","tickets-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning — Support Overview","subtitle":"Your queue at a glance"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-open","metric-frt"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-open-label","metric-open-value"]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"Heading","props":{"text":{"$template":"${/openTickets}"},"level":"h1"}}}
+{"op":"add","path":"/state/openTickets","value":42}
+{"op":"add","path":"/elements/metric-frt","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-frt-label","metric-frt-value"]}}
+{"op":"add","path":"/elements/metric-frt-label","value":{"type":"TextContent","props":{"text":"Avg. First-Response Time","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-frt-value","value":{"type":"Heading","props":{"text":{"$template":"${/avgFirstResponse}"},"level":"h1"}}}
+{"op":"add","path":"/state/avgFirstResponse","value":"1h 24m"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-switch","new-ticket-btn"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"filters","variant":"clear","items":["switch-high"],"value":{"$bindState":"/highOnly"}},"children":["switch-high"]}}
+{"op":"add","path":"/elements/switch-high","value":{"type":"SwitchItem","props":{"name":"highOnly","label":"High priority only","description":"Show only high-priority tickets"}}}
+{"op":"add","path":"/state/highOnly","value":false}
+{"op":"add","path":"/elements/new-ticket-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","triggerVariant":"default","title":"Open a New Ticket","description":"Create a support ticket for your team.","content":["nt-form"]},"children":["nt-form"]}}
+{"op":"add","path":"/elements/nt-form","value":{"type":"Form","props":{"name":"newTicket","fields":["nt-subject-fc","nt-priority-fc","nt-desc-fc"],"buttons":["nt-submit"]},"children":["nt-subject-fc","nt-priority-fc","nt-desc-fc","nt-submit"]}}
+{"op":"add","path":"/elements/nt-subject-fc","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject"},"children":["nt-subject"]}}
+{"op":"add","path":"/elements/nt-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"Medium","description":""}}
+{"op":"add","path":"/elements/nt-priority-fc","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority"},"children":["nt-priority"]}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["pri-high","pri-med","pri-low"],"value":{"$bindState":"/newTicket/priority"}},"children":["pri-high","pri-med","pri-low"]}}
+{"op":"add","path":"/elements/pri-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"}}}
+{"op":"add","path":"/elements/pri-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"}}}
+{"op":"add","path":"/elements/pri-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"}}}
+{"op":"add","path":"/elements/nt-desc-fc","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc"},"children":["nt-desc"]}}
+{"op":"add","path":"/elements/nt-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue...","rows":3,"value":{"$bindState":"/newTicket/description"}}}}
+{"op":"add","path":"/elements/nt-submit","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"time":"just now"},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Five Most Recent Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/highOnly","not":true},{"$item":"priority","eq":"High"}]},"children":["ticket-info","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ticket-subject","ticket-time"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-time","value":{"type":"TextContent","props":{"text":{"$template":"#${id} · ${time}"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"secondary"}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"4821","subject":"Login page returns 500 error","priority":"High","time":"8m ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"4820","subject":"Invoice PDF not downloading","priority":"Medium","time":"23m ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"4819","subject":"Dark mode toggle resets","priority":"Low","time":"41m ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"4818","subject":"API rate limit hit unexpectedly","priority":"High","time":"1h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"4817","subject":"Onboarding email typo","priority":"Low","time":"2h ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..c338675ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r3.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","controls","tickets-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Support Lead","subtitle":"Here's your queue at a glance"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-open-label","metric-open-value"]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"Heading","props":{"text":{"$template":"${/openTickets}"},"level":"h1"}}}
+{"op":"add","path":"/state/openTickets","value":23}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-response-label","metric-response-value"]}}
+{"op":"add","path":"/elements/metric-response-label","value":{"type":"TextContent","props":{"text":"Avg. First-Response Time","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-response-value","value":{"type":"Heading","props":{"text":{"$template":"${/avgFirstResponse}"},"level":"h1"}}}
+{"op":"add","path":"/state/avgFirstResponse","value":"1h 42m"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-switch","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"filters","variant":"clear","items":["switch-high"]},"children":["switch-high"]}}
+{"op":"add","path":"/elements/switch-high","value":{"type":"SwitchItem","props":{"name":"highOnly","label":"High priority only","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/highOnly","value":{"$state":"/highOnly"}}}}}}
+{"op":"add","path":"/state/highOnly","value":false}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Open a New Ticket","description":"Create a support ticket for your team.","content":["nt-form"]}}}
+{"op":"add","path":"/elements/nt-form","value":{"type":"Form","props":{"name":"newTicket","buttons":"nt-buttons","fields":["nt-subject-fc","nt-priority-fc","nt-desc-fc"]},"children":["nt-subject-fc","nt-priority-fc","nt-desc-fc","nt-buttons"]}}
+{"op":"add","path":"/elements/nt-subject-fc","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject"},"children":["nt-subject"]}}
+{"op":"add","path":"/elements/nt-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary","value":{"$bindState":"/ntSubject"}}}}
+{"op":"add","path":"/state/ntSubject","value":""}
+{"op":"add","path":"/elements/nt-priority-fc","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority"},"children":["nt-priority"]}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["nt-p-high","nt-p-med","nt-p-low"],"value":{"$bindState":"/ntPriority"}},"children":["nt-p-high","nt-p-med","nt-p-low"]}}
+{"op":"add","path":"/elements/nt-p-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"}}}
+{"op":"add","path":"/elements/nt-p-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"}}}
+{"op":"add","path":"/elements/nt-p-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"}}}
+{"op":"add","path":"/state/ntPriority","value":""}
+{"op":"add","path":"/elements/nt-desc-fc","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc"},"children":["nt-desc"]}}
+{"op":"add","path":"/elements/nt-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue","rows":3,"value":{"$bindState":"/ntDesc"}}}}
+{"op":"add","path":"/state/ntDesc","value":""}
+{"op":"add","path":"/elements/nt-buttons","value":{"type":"Buttons","props":{"buttons":["nt-submit"]},"children":["nt-submit"]}}
+{"op":"add","path":"/elements/nt-submit","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/ntSubject"},"priority":{"$state":"/ntPriority"},"time":"just now"},"clearStatePath":"/ntSubject"}}}}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Five Most Recent Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/highOnly","not":true},{"$item":"priority","eq":"High"}]},"children":["ticket-info","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ticket-subject","ticket-time"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"secondary"}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","subject":"Payment gateway timeout on checkout","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","subject":"Unable to reset account password","priority":"Medium","time":"22 min ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","subject":"Dashboard charts not loading","priority":"High","time":"45 min ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t4","subject":"Request to update billing email","priority":"Low","time":"1h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t5","subject":"Mobile app crashes on export","priority":"Medium","time":"1h 30m ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..97243a210
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b2-support__r4.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","controls","tickets-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Support Lead","subtitle":"Here's your queue at a glance"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-open","metric-frt"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-open-label","metric-open-value"]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"Heading","props":{"text":{"$template":"${/openCount}"},"level":"h1"}}}
+{"op":"add","path":"/state/openCount","value":27}
+{"op":"add","path":"/elements/metric-frt","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-frt-label","metric-frt-value"]}}
+{"op":"add","path":"/elements/metric-frt-label","value":{"type":"TextContent","props":{"text":"Avg. First-Response Time","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-frt-value","value":{"type":"Heading","props":{"text":{"$template":"${/avgFirstResponse}"},"level":"h1"}}}
+{"op":"add","path":"/state/avgFirstResponse","value":"1h 42m"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-switch","new-ticket-btn"]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchGroup","props":{"name":"filters","variant":"clear","items":["switch-high"]}}}
+{"op":"add","path":"/elements/switch-high","value":{"type":"SwitchItem","props":{"name":"highOnly","label":"High priority only","description":"Show only high-priority tickets"}},"on":{"change":{"action":"setState","params":{"statePath":"/highOnly","value":{"$state":"/highOnly"}}}}}
+{"op":"add","path":"/state/highOnly","value":false}
+{"op":"add","path":"/elements/new-ticket-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Open a New Ticket","description":"Create a new support ticket for your queue.","content":["nt-form"]}}}
+{"op":"add","path":"/elements/nt-form","value":{"type":"Form","props":{"name":"newTicket","fields":["nt-fc-subject","nt-fc-priority"],"buttons":["nt-submit"]}}}
+{"op":"add","path":"/elements/nt-fc-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject"}}}
+{"op":"add","path":"/elements/nt-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Describe the issue","value":{"$bindState":"/newTicket/subject"}}}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"Medium"}}
+{"op":"add","path":"/elements/nt-fc-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority"}}}
+{"op":"add","path":"/elements/nt-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","value":{"$bindState":"/newTicket/priority"},"items":["nt-p-high","nt-p-med","nt-p-low"]}}}
+{"op":"add","path":"/elements/nt-p-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"}}}
+{"op":"add","path":"/elements/nt-p-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"}}}
+{"op":"add","path":"/elements/nt-p-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"}}}
+{"op":"add","path":"/elements/nt-submit","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"time":"just now"},"clearStatePath":"/newTicket/subject"}}}}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-heading","tickets-list-all","tickets-list-high"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Five Most Recent Tickets","level":"h3"}}}
+{"op":"add","path":"/elements/tickets-list-all","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/highOnly","not":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-info","ticket-badge"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-subject","ticket-time"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/tickets-list-high","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/highOnly"},"repeat":{"statePath":"/highTickets","key":"id"},"children":["ticket-row-high"]}}
+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-info-high","ticket-badge-high"]}}
+{"op":"add","path":"/elements/ticket-info-high","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-subject-high","ticket-time-high"]}}
+{"op":"add","path":"/elements/ticket-subject-high","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"}}}
+{"op":"add","path":"/elements/ticket-time-high","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"}}}
+{"op":"add","path":"/elements/ticket-badge-high","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"destructive"}}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","subject":"Login page returns 500 error","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","subject":"Billing invoice missing line items","priority":"Medium","time":"25 min ago"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","subject":"Cannot upload profile picture","priority":"Low","time":"41 min ago"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t4","subject":"API rate limit hit unexpectedly","priority":"High","time":"1h ago"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t5","subject":"Dark mode toggle not persisting","priority":"Medium","time":"2h ago"}}
+{"op":"add","path":"/state/highTickets","value":[]}
+{"op":"add","path":"/state/highTickets/0","value":{"id":"t1","subject":"Login page returns 500 error","priority":"High","time":"8 min ago"}}
+{"op":"add","path":"/state/highTickets/1","value":{"id":"t4","subject":"API rate limit hit unexpectedly","priority":"High","time":"1h ago"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..f6ec92098
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","date-nav","next-patient","metrics-row","rooms-section","appts-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Reception — Day View","subtitle":{"$template":"Schedule for ${/currentDate}"}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Monday, June 10, 2024"}
+{"op":"add","path":"/elements/date-nav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["prev-day-btn","date-label","next-day-btn"]}}
+{"op":"add","path":"/elements/prev-day-btn","value":{"type":"Button","props":{"label":"← Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Sunday, June 9, 2024"}}},"children":[]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":{"$template":"**${/currentDate}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-day-btn","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Tuesday, June 11, 2024"}}},"children":[]}}
+{"op":"add","path":"/elements/next-patient","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Now Calling: ${/nextPatient/name}"},"description":{"$template":"Room ${/nextPatient/room} • ${/nextPatient/time} appointment"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Marcus Bell","room":"3","time":"10:15 AM"}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-expected","metric-noshow","metric-checkedin"]}}
+{"op":"add","path":"/elements/metric-expected","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-expected-num","metric-expected-label"]}}
+{"op":"add","path":"/elements/metric-expected-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/expected}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metric-expected-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-noshow-num","metric-noshow-label"]}}
+{"op":"add","path":"/elements/metric-noshow-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/noShowRate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-checkedin","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-checkedin-num","metric-checkedin-label"]}}
+{"op":"add","path":"/elements/metric-checkedin-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/checkedIn}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metric-checkedin-label","value":{"type":"TextContent","props":{"text":"Checked In So Far","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"expected":18,"noShowRate":7.4,"checkedIn":6}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rooms-heading","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-heading","value":{"type":"Heading","props":{"text":"Room Availability","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"${name} — ${status}"},"size":"lg","variant":{"$cond":{"$item":"free"},"$then":"success","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 1","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 2","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 3","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 4","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room 5","status":"Free","free":true}}
+{"op":"add","path":"/elements/appts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["appts-heading","appts-list"]}}
+{"op":"add","path":"/elements/appts-heading","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["appt-info","appt-status","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["appt-time","appt-name"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$template":"**${time}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"patient"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":{"$cond":{"$item":"checkedIn"},"$then":"Checked In ✓","$else":"Check In"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"checkedIn"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"9:00 AM","patient":"Eleanor Vance","status":"Checked In","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"9:30 AM","patient":"James Okafor","status":"Checked In","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"10:00 AM","patient":"Sofia Reyes","status":"Waiting","checkedIn":false}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:15 AM","patient":"Marcus Bell","status":"Called","checkedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:45 AM","patient":"Priya Nair","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:15 AM","patient":"Liam Chen","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:45 AM","patient":"Grace Whitfield","status":"Scheduled","checkedIn":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..a96674c84
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","daynav","metrics","nextpatient","rooms","checkin","appointments"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Reception — Daily View","subtitle":{"$template":"Showing schedule for ${/currentDay}"}},"children":[]}}
+{"op":"add","path":"/state/currentDay","value":"Monday, June 10"}
+{"op":"add","path":"/elements/daynav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["dayprev","daylabel","daynext"]}}
+{"op":"add","path":"/elements/dayprev","value":{"type":"Button","props":{"label":"◀ Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDay","value":"Sunday, June 9"}}},"children":[]}}
+{"op":"add","path":"/elements/daylabel","value":{"type":"TextContent","props":{"text":{"$template":"**${/currentDay}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/daynext","value":{"type":"Button","props":{"label":"Next Day ▶","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDay","value":"Tuesday, June 11"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-expected","metric-noshow","metric-rooms"]}}
+{"op":"add","path":"/elements/metric-expected","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["metric-expected-num","metric-expected-lbl"]}}
+{"op":"add","path":"/elements/metric-expected-num","value":{"type":"Heading","props":{"text":{"$template":"${/expectedPatients}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":24}
+{"op":"add","path":"/elements/metric-expected-lbl","value":{"type":"TextContent","props":{"text":"Patients expected today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["metric-noshow-num","metric-noshow-lbl","metric-noshow-bar"]}}
+{"op":"add","path":"/elements/metric-noshow-num","value":{"type":"Heading","props":{"text":{"$template":"${/noShowRate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8}
+{"op":"add","path":"/elements/metric-noshow-lbl","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-bar","value":{"type":"Progress","props":{"value":8,"label":"32 of 400 missed"},"children":[]}}
+{"op":"add","path":"/elements/metric-rooms","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["metric-rooms-num","metric-rooms-lbl"]}}
+{"op":"add","path":"/elements/metric-rooms-num","value":{"type":"Heading","props":{"text":{"$template":"${/freeRoomCount}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/freeRoomCount","value":2}
+{"op":"add","path":"/elements/metric-rooms-lbl","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/nextpatient","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["nextpatient-head","nextpatient-body"]}}
+{"op":"add","path":"/elements/nextpatient-head","value":{"type":"Heading","props":{"text":"Next Patient Called","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/nextpatient-body","value":{"type":"Alert","props":{"variant":"info","title":{"$template":"${/nextPatient/name} → ${/nextPatient/room}"},"description":{"$template":"Appointment ${/nextPatient/time} with ${/nextPatient/provider}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Gonzalez","room":"Room 3","time":"9:20 AM","provider":"Dr. Patel"}}
+{"op":"add","path":"/elements/rooms","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["rooms-head","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-head","value":{"type":"Heading","props":{"text":"Room Status","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-item"]}}
+{"op":"add","path":"/elements/room-item","value":{"type":"Tag","props":{"text":{"$template":"${name}: ${status}"},"size":"lg","variant":{"$cond":{"$item":"free"},"$then":"success","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 1","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 2","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 3","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 4","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room 5","status":"Cleaning","free":false}}
+{"op":"add","path":"/elements/checkin","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["checkin-head","checkin-form","checkin-btn"]}}
+{"op":"add","path":"/elements/checkin-head","value":{"type":"Heading","props":{"text":"Check In a Patient","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"FormControl","props":{"label":"Patient name","input":"checkin-input","hint":"Enter the arriving patient's name to check them in"},"children":[]}}
+{"op":"add","path":"/elements/checkin-input","value":{"type":"Input","props":{"name":"checkinName","placeholder":"e.g. John Smith","value":{"$bindState":"/checkinName"}},"children":[]}}
+{"op":"add","path":"/state/checkinName","value":""}
+{"op":"add","path":"/elements/checkin-btn","value":{"type":"Button","props":{"label":"Check In","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/checkedIn","value":{"id":"$id","name":{"$state":"/checkinName"}},"clearStatePath":"/checkinName"}}},"children":[]}}
+{"op":"add","path":"/state/checkedIn","value":[]}
+{"op":"add","path":"/elements/appointments","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["appts-head","appts-list"]}}
+{"op":"add","path":"/elements/appts-head","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appts-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["appt-time","appt-name","appt-status"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$template":"**${time}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$template":"${patient} — ${provider}"}},"children":[]}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"9:00 AM","patient":"James Carter","provider":"Dr. Patel","status":"Arrived"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"9:20 AM","patient":"Maria Gonzalez","provider":"Dr. Patel","status":"Called"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:40 AM","patient":"Wei Chen","provider":"Dr. Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:00 AM","patient":"Aisha Rahman","provider":"Dr. Lopez","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:30 AM","patient":"Robert Kim","provider":"Dr. Okafor","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:00 AM","patient":"Emily Watson","provider":"Dr. Patel","status":"No-show"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:30 AM","patient":"David Nguyen","provider":"Dr. Lopez","status":"Scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..5344be102
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","date-nav","next-patient","metrics-row","rooms-section","appts-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Reception — Day View","subtitle":{"$template":"Schedule for ${/currentDate}"}}}}
+{"op":"add","path":"/state/currentDate","value":"Monday, June 10, 2024"}
+{"op":"add","path":"/elements/date-nav","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["prev-day","date-label","next-day"]}}
+{"op":"add","path":"/elements/prev-day","value":{"type":"Button","props":{"label":"← Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Sunday, June 9, 2024"}}}}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":{"$template":"**${/currentDate}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Tuesday, June 11, 2024"}}}}}
+{"op":"add","path":"/elements/next-patient","value":{"type":"Alert","props":{"title":{"$template":"Now calling: ${/nextPatient/name}"},"description":{"$template":"Appointment ${/nextPatient/time} • Dr. ${/nextPatient/doctor} • Room ${/nextPatient/room}"},"variant":"info"}}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Gonzalez","time":"9:30 AM","doctor":"Patel","room":"3"}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-expected","metric-checkedin","metric-noshow"]}}
+{"op":"add","path":"/elements/metric-expected","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["me-num","me-label"]}}
+{"op":"add","path":"/elements/me-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/expected}"},"level":"h1"}}}
+{"op":"add","path":"/elements/me-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"}}}
+{"op":"add","path":"/state/stats","value":{"expected":18,"checkedIn":6,"noShowRate":"7.4%"}}
+{"op":"add","path":"/elements/metric-checkedin","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["mc-num","mc-label"]}}
+{"op":"add","path":"/elements/mc-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/checkedIn}"},"level":"h1"}}}
+{"op":"add","path":"/elements/mc-label","value":{"type":"TextContent","props":{"text":"Checked In","size":"small"}}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["mn-num","mn-label"]}}
+{"op":"add","path":"/elements/mn-num","value":{"type":"Heading","props":{"text":{"$template":"${/stats/noShowRate}"},"level":"h1"}}}
+{"op":"add","path":"/elements/mn-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rooms-head","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-head","value":{"type":"Heading","props":{"text":"Room Availability","level":"h3"}}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"Room ${name} — ${status}"},"size":"md","variant":{"$cond":{"$item":"free"},"$then":"success","$else":"danger"}}}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"1","name":"1","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"2","name":"2","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"3","name":"3","status":"Occupied","free":false}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"4","name":"4","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"5","name":"5","status":"Free","free":true}}
+{"op":"add","path":"/elements/appts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["appts-head","appts-list"]}}
+{"op":"add","path":"/elements/appts-head","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"}}}
+{"op":"add","path":"/elements/appts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["appt-info","appt-status","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"TextContent","props":{"text":{"$template":"**${time}** — ${name}  •  Dr. ${doctor}"}}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":"Check In","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Checked In"}}}}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"9:00 AM","name":"James Carter","doctor":"Patel","status":"Checked In"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"9:30 AM","name":"Maria Gonzalez","doctor":"Patel","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"10:00 AM","name":"Ethan Wong","doctor":"Reyes","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:30 AM","name":"Olivia Bennett","doctor":"Reyes","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"11:15 AM","name":"Liam Foster","doctor":"Nguyen","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"1:00 PM","name":"Sophia Kim","doctor":"Patel","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"2:30 PM","name":"Noah Williams","doctor":"Nguyen","status":"Scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..1bf609fdc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","daynav","metrics","nextpatient","rooms","appts-header","appts"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Reception — Day View","subtitle":{"$template":"Schedule for ${/currentDay}"}},"children":[]}}
+{"op":"add","path":"/state/currentDay","value":"Monday, June 10"}
+{"op":"add","path":"/elements/daynav","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["prevday","daylabel","nextday"]}}
+{"op":"add","path":"/elements/prevday","value":{"type":"Button","props":{"label":"← Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDay","value":"Sunday, June 9"}}},"children":[]}}
+{"op":"add","path":"/elements/daylabel","value":{"type":"TextContent","props":{"text":{"$template":"**${/currentDay}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nextday","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDay","value":"Tuesday, June 11"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-expected","metric-noshow"]}}
+{"op":"add","path":"/elements/metric-expected","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-expected-num","metric-expected-lbl"]}}
+{"op":"add","path":"/elements/metric-expected-num","value":{"type":"Heading","props":{"text":{"$template":"${/expectedPatients}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":18}
+{"op":"add","path":"/elements/metric-expected-lbl","value":{"type":"TextContent","props":{"text":"Patients expected today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-noshow-num","metric-noshow-lbl","metric-noshow-prog"]}}
+{"op":"add","path":"/elements/metric-noshow-num","value":{"type":"Heading","props":{"text":{"$template":"${/noShowRate}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8}
+{"op":"add","path":"/elements/metric-noshow-lbl","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-prog","value":{"type":"Progress","props":{"value":8,"label":"June"},"children":[]}}
+{"op":"add","path":"/elements/nextpatient","value":{"type":"Alert","props":{"title":{"$template":"Next patient called: ${/nextPatient/name}"},"description":{"$template":"Room ${/nextPatient/room} · ${/nextPatient/time} · ${/nextPatient/provider}"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Gonzalez","room":"2","time":"9:20 AM","provider":"Dr. Patel"}}
+{"op":"add","path":"/elements/rooms","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rooms-title","rooms-tags"]}}
+{"op":"add","path":"/elements/rooms-title","value":{"type":"Heading","props":{"text":"Rooms free right now","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/rooms-tags","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"${name} — ${status}"},"size":"md","variant":{"$cond":{"$item":"free"},"$then":"success","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 1","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 2","status":"In use","free":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 3","status":"Free","free":true}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 4","status":"In use","free":false}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room 5","status":"Free","free":true}}
+{"op":"add","path":"/elements/appts-header","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["appt-info","appt-status","appt-checkin"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["appt-time","appt-name"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$template":"**${time}** · ${provider}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$template":"${patient}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/appt-checkin","value":{"type":"Button","props":{"label":{"$cond":{"$item":"checkedIn"},"$then":"Checked In ✓","$else":"Check In"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"checkedIn"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"9:00 AM","patient":"John Baker","provider":"Dr. Patel","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"9:20 AM","patient":"Maria Gonzalez","provider":"Dr. Patel","status":"Called","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:40 AM","patient":"David Lee","provider":"Dr. Chen","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"10:00 AM","patient":"Aisha Khan","provider":"Dr. Chen","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:30 AM","patient":"Robert Miller","provider":"Dr. Patel","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"11:00 AM","patient":"Emily Davis","provider":"Dr. Chen","status":"Scheduled","checkedIn":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r1.txt
new file mode 100644
index 000000000..a9f581823
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r1.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","category-filter","tabs-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","new-draft-btn"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Content Studio","subtitle":"Manage your drafts, schedule, and readership"},"children":[]}}
+{"op":"add","path":"/elements/new-draft-btn","value":{"type":"Button","props":{"label":"+ New Draft","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/drafts","value":{"id":"$id","title":"Untitled Draft","status":"draft","updated":"just now"}}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-published","metric-mostread"]}}
+{"op":"add","path":"/elements/metric-published","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-published-label","metric-published-value","metric-published-sub"]}}
+{"op":"add","path":"/elements/metric-published-label","value":{"type":"TextContent","props":{"text":"Published This Week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-published-value","value":{"type":"Heading","props":{"text":{"$state":"/stats/publishedThisWeek"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metric-published-sub","value":{"type":"TextContent","props":{"text":"pieces live since Monday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"publishedThisWeek":6}}
+{"op":"add","path":"/elements/metric-mostread","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-mostread-label","metric-mostread-title","metric-mostread-sub"]}}
+{"op":"add","path":"/elements/metric-mostread-label","value":{"type":"TextContent","props":{"text":"Most-Read This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-mostread-title","value":{"type":"Heading","props":{"text":{"$state":"/stats/mostRead/title"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/metric-mostread-sub","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/mostRead/views} views · by ${/stats/mostRead/author}"},"size":"small"},"children":[]}}
+{"op":"replace","path":"/state/stats","value":{"publishedThisWeek":6,"mostRead":{"title":"The Quiet Revolution in Remote Work","views":"18,420","author":"Dana Lin"}}}
+{"op":"add","path":"/elements/category-filter","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["category-filter-label","category-filter-radio"]}}
+{"op":"add","path":"/elements/category-filter-label","value":{"type":"TextContent","props":{"text":"Narrow by Category","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/category-filter-radio","value":{"type":"RadioGroup","props":{"name":"category","value":{"$bindState":"/filterCategory"},"items":["cat-all","cat-tech","cat-culture","cat-business"]},"children":["cat-all","cat-tech","cat-culture","cat-business"]}}
+{"op":"add","path":"/elements/cat-all","value":{"type":"RadioItem","props":{"label":"All","description":"Show every category","value":"all"},"children":[]}}
+{"op":"add","path":"/elements/cat-tech","value":{"type":"RadioItem","props":{"label":"Technology","description":"Tech articles","value":"technology"},"children":[]}}
+{"op":"add","path":"/elements/cat-culture","value":{"type":"RadioItem","props":{"label":"Culture","description":"Culture articles","value":"culture"},"children":[]}}
+{"op":"add","path":"/elements/cat-business","value":{"type":"RadioItem","props":{"label":"Business","description":"Business articles","value":"business"},"children":[]}}
+{"op":"add","path":"/state/filterCategory","value":"all"}
+{"op":"add","path":"/elements/tabs-section","value":{"type":"Tabs","props":{"items":["tab-drafts","tab-readership","tab-schedule","tab-comments"]},"children":["tab-drafts","tab-readership","tab-schedule","tab-comments"]}}
+{"op":"add","path":"/elements/tab-drafts","value":{"type":"TabItem","props":{"value":"drafts","trigger":"Drafts","content":["drafts-list"]},"children":["drafts-list"]}}
+{"op":"add","path":"/elements/drafts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/drafts","key":"id"},"children":["draft-row"]}}
+{"op":"add","path":"/elements/draft-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["draft-info","draft-status"]}}
+{"op":"add","path":"/elements/draft-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["draft-title","draft-updated"]}}
+{"op":"add","path":"/elements/draft-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/draft-updated","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${updated} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/draft-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/drafts","value":[]}
+{"op":"add","path":"/state/drafts/0","value":{"id":"d1","title":"AI Tools Reshaping Newsrooms","status":"in review","updated":"2h ago","category":"technology"}}
+{"op":"add","path":"/state/drafts/1","value":{"id":"d2","title":"The Weekend Ritual Comeback","status":"draft","updated":"1d ago","category":"culture"}}
+{"op":"add","path":"/state/drafts/2","value":{"id":"d3","title":"Q3 Startup Funding Slowdown","status":"needs edits","updated":"3d ago","category":"business"}}
+{"op":"add","path":"/state/drafts/3","value":{"id":"d4","title":"Inside the Four-Day Week Trial","status":"ready to publish","updated":"5h ago","category":"business"}}
+{"op":"add","path":"/elements/tab-readership","value":{"type":"TabItem","props":{"value":"readership","trigger":"Readership","content":["readership-card"]},"children":["readership-card"]}}
+{"op":"add","path":"/elements/readership-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["readership-heading","readership-chart"]}}
+{"op":"add","path":"/elements/readership-heading","value":{"type":"Heading","props":{"text":"Readership — Past 30 Days","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/readership-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["readership-series"],"variant":"natural","xLabel":"Week","yLabel":"Readers"},"children":["readership-series"]}}
+{"op":"add","path":"/elements/readership-series","value":{"type":"Series","props":{"category":"Readers","values":[8200,10400,9600,13800]},"children":[]}}
+{"op":"add","path":"/elements/tab-schedule","value":{"type":"TabItem","props":{"value":"schedule","trigger":"Schedule","content":["schedule-form"]},"children":["schedule-form"]}}
+{"op":"add","path":"/elements/schedule-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["schedule-heading","schedule-title-fc","schedule-date-fc","schedule-btn","scheduled-list"]}}
+{"op":"add","path":"/elements/schedule-heading","value":{"type":"Heading","props":{"text":"Schedule a Piece","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/schedule-title-fc","value":{"type":"FormControl","props":{"label":"Title","input":"schedule-title-input"},"children":["schedule-title-input"]}}
+{"op":"add","path":"/elements/schedule-title-input","value":{"type":"Input","props":{"name":"scheduleTitle","placeholder":"Article title","value":{"$bindState":"/scheduleTitle"}},"children":[]}}
+{"op":"add","path":"/state/scheduleTitle","value":""}
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new file mode 100644
index 000000000..18c0ba388
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r2.txt
@@ -0,0 +1,65 @@
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+{"op":"add","path":"/state/mostRead","value":{"title":"The Quiet Revolution in Remote Work","author":"Dana Whitfield","views":"48,203"}}
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+{"op":"add","path":"/elements/comment-reply-btn","value":{"type":"Button","props":{"label":"Reply","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"c1","author":"Marcus Lee","initials":"ML","article":"The Quiet Revolution in Remote Work","text":"Great piece — do you have data on hybrid schedules specifically?"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"c2","author":"Priya Nair","initials":"PN","article":"AI Tools Reshaping the Newsroom","text":"Would love a follow-up on editorial ethics here."}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r3.txt
new file mode 100644
index 000000000..f5a3db244
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r3.txt
@@ -0,0 +1,73 @@
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+{"op":"add","path":"/state/publishedThisWeek","value":"7"}
+{"op":"add","path":"/elements/metric-published-sub","value":{"type":"TextContent","props":{"text":"pieces went live in the last 7 days","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metric-mostread","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-mostread-label","metric-mostread-title","metric-mostread-stats"]}}
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+{"op":"add","path":"/state/mostRead","value":{"title":"The Quiet Revolution in Remote Editing","views":"48,204","author":"Maya Chen"}}
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+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["filter-header","filter-tags"]}}
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+{"op":"add","path":"/elements/cat-opinion","value":{"type":"RadioItem","props":{"label":"Opinion","description":"Essays & takes","value":"opinion"},"children":[]}}
+{"op":"add","path":"/state/activeCategory","value":"all"}
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+{"op":"add","path":"/elements/drafts-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drafts-header","drafts-list"]}}
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+{"op":"add","path":"/state/comments/1","value":{"id":"c2","author":"jbennett","text":"Disagree with the conclusion here, but well argued.","article":"The Return of Long-Form Journalism"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r4.txt
new file mode 100644
index 000000000..99e2076d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-content__r4.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Content Studio","subtitle":"Editorial dashboard"},"children":[]}}
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+{"op":"add","path":"/elements/comment-on","value":{"type":"TextContent","props":{"text":{"$template":"on ${article}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comment-reply-btn","value":{"type":"Button","props":{"label":"Reply","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"c1","author":"reader_92","text":"Great piece! Any follow-up planned?","article":"AI Tools Reshaping the Newsroom"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"c2","author":"editor_kim","text":"Source for the second stat?","article":"Q3 Startup Funding Report"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"c3","author":"nomad_dev","text":"Loved the home office tips.","article":"Minimalist Home Offices"}}
+{"op":"add","path":"/state/comments/3","value":{"id":"c4","author":"j.doe","text":"Disagree with the conclusion here.","article":"Why Slow Journalism Matters"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..d932ff935
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","renewal-alert","body-tabs"]}}
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+{"op":"add","path":"/elements/acct-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${/account/owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Acme Robotics Inc.","owner":"Jordan Ellis","stage":"Negotiation","totalDealValue":"$248,000","renewalDate":"May 12, 2025","renewalNear":true}}
+{"op":"add","path":"/elements/header-stage","value":{"type":"Badge","props":{"text":{"$template":"Stage: ${/account/stage}"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"between"},"children":["metric-value","metric-stage","metric-renewal"]}}
+{"op":"add","path":"/elements/metric-value","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["mv-label","mv-value"]}}
+{"op":"add","path":"/elements/mv-label","value":{"type":"TextContent","props":{"text":"Total Deal Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mv-value","value":{"type":"Heading","props":{"text":{"$state":"/account/totalDealValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-stage","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ms-label","ms-value"]}}
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+{"op":"add","path":"/elements/ms-value","value":{"type":"Heading","props":{"text":{"$state":"/account/stage"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-renewal","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["mr-label","mr-value"]}}
+{"op":"add","path":"/elements/mr-label","value":{"type":"TextContent","props":{"text":"Renewal Date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mr-value","value":{"type":"Heading","props":{"text":{"$state":"/account/renewalDate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/renewal-alert","value":{"type":"Alert","props":{"title":"Renewal approaching","description":{"$template":"This account renews on ${/account/renewalDate}. Reach out soon to secure the renewal."},"variant":"warning"},"visible":{"$state":"/account/renewalNear"},"children":[]}}
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+{"op":"add","path":"/state/contacts/0","value":{"id":"c1","name":"Maria Chen","role":"Economic Buyer"}}
+{"op":"add","path":"/state/contacts/1","value":{"id":"c2","name":"David Osei","role":"Champion"}}
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+{"op":"add","path":"/state/followups","value":[]}
+{"op":"add","path":"/state/followups/0","value":{"id":"f1","task":"Send signed order form to legal","due":"Apr 22, 2025"}}
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+{"op":"add","path":"/state/followups/2","value":{"id":"f3","task":"Follow up on security questionnaire","due":"Apr 29, 2025"}}
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+{"op":"add","path":"/state/newCall","value":""}
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+{"op":"add","path":"/state/notes","value":[]}
+{"op":"add","path":"/state/notes/0","value":{"id":"n1","text":"Champion confirmed budget approval is on track for Q2."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..3659140b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","stats-row","renewal-alert","body-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-info","header-actions"]}}
+{"op":"add","path":"/elements/header-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["acct-name","acct-owner"]}}
+{"op":"add","path":"/elements/acct-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/call-contact-fc","value":{"type":"FormControl","props":{"label":"Contact","input":"call-contact-input"},"children":[]}}
+{"op":"add","path":"/elements/call-contact-input","value":{"type":"Input","props":{"name":"callContact","placeholder":"Who did you speak with?","value":{"$bindState":"/callForm/contact"}},"children":[]}}
+{"op":"add","path":"/state/callForm","value":{"contact":"","outcome":"","notes":""}}
+{"op":"add","path":"/elements/call-outcome-fc","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-input"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-input","value":{"type":"Input","props":{"name":"callOutcome","placeholder":"e.g. Left voicemail, Interested","value":{"$bindState":"/callForm/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/call-notes-fc","value":{"type":"FormControl","props":{"label":"Notes","input":"call-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/call-notes-input","value":{"type":"TextArea","props":{"name":"callNotes","placeholder":"Call summary...","rows":3,"value":{"$bindState":"/callForm/notes"}},"children":[]}}
+{"op":"add","path":"/elements/call-submit","value":{"type":"Button","props":{"label":"Save Call Log","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","type":"Call","title":{"$template":"Call with ${/callForm/contact}: ${/callForm/outcome}"},"date":"Just now"},"clearStatePath":"/callForm/contact"}}},"children":[]}}
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+{"op":"add","path":"/elements/stat-value-amt","value":{"type":"Heading","props":{"text":{"$state":"/account/totalDealValue"},"level":"h2"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..fe2fb0289
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,79 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","renewal-alert","tabs","activity-section","contacts-section","followups-section","note-section","call-section"]}}
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+{"op":"add","path":"/elements/header-owner","value":{"type":"TextContent","props":{"text":{"$template":"Account Owner: **${/account/owner}**"}},"children":[]}}
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+{"op":"add","path":"/state/newNote","value":""}
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+{"op":"add","path":"/state/notes","value":[]}
+{"op":"add","path":"/state/notes/0","value":{"id":"n1","text":"Champion confirmed budget is approved for Q3."}}
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+{"op":"add","path":"/elements/call-header","value":{"type":"Heading","props":{"text":"Log a Call","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-select"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-select","value":{"type":"Select","props":{"name":"callOutcome","placeholder":"Select outcome","items":["opt-connected","opt-voicemail","opt-noanswer"],"value":{"$bindState":"/callOutcome"}},"children":[]}}
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+{"op":"add","path":"/state/callLog","value":[]}
+{"op":"add","path":"/state/callLog/0","value":{"id":"c1","outcome":"Connected","notes":"Discussed renewal terms, sending proposal by Friday."}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..89c760c25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","renewal-alert","body","activity-section","contacts-section","followups-section","note-section","call-section"]}}
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+{"op":"add","path":"/elements/metric-value-label","value":{"type":"TextContent","props":{"text":"Total Deal Value","size":"small"}}}
+{"op":"add","path":"/elements/metric-value-num","value":{"type":"Heading","props":{"text":{"$state":"/account/dealValue"},"level":"h2"}}}
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+{"op":"add","path":"/elements/metric-stage-label","value":{"type":"TextContent","props":{"text":"Current Deal Stage","size":"small"}}}
+{"op":"add","path":"/elements/metric-stage-tag","value":{"type":"Tag","props":{"text":{"$state":"/account/stage"},"size":"lg","variant":"info"}}}
+{"op":"add","path":"/elements/renewal-alert","value":{"type":"Alert","props":{"title":"Renewal Approaching","description":{"$template":"This account renews on ${/account/renewalDate}. Reach out soon to secure the deal."},"variant":"warning"},"visible":{"$state":"/account/renewalNear"}}}
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+{"op":"add","path":"/elements/body","value":{"type":"Separator","props":{"orientation":"horizontal"}}}
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+{"op":"add","path":"/elements/note-input-control","value":{"type":"FormControl","props":{"label":"Note","input":"note-textarea"}}}
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+{"op":"add","path":"/state/noteDraft","value":""}
+{"op":"add","path":"/elements/note-save-btn","value":{"type":"Button","props":{"label":"Save Note","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/notes","value":{"id":"$id","text":{"$state":"/noteDraft"}},"clearStatePath":"/noteDraft"}}}}}
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+{"op":"add","path":"/elements/note-saved-callout","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/notes","key":"id"},"children":["note-saved-item"]}}
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+{"op":"add","path":"/elements/call-heading","value":{"type":"Heading","props":{"text":"Log a Call","level":"h3"}}}
+{"op":"add","path":"/elements/call-outcome-control","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-select"}}}
+{"op":"add","path":"/elements/call-outcome-select","value":{"type":"Select","props":{"name":"callOutcome","items":["opt-connected","opt-voicemail","opt-noanswer","opt-meeting"],"placeholder":"Select outcome","value":{"$bindState":"/callOutcome"}},"children":["opt-connected","opt-voicemail","opt-noanswer","opt-meeting"]}}
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+{"op":"add","path":"/elements/opt-voicemail","value":{"type":"SelectItem","props":{"value":"Left Voicemail","label":"Left Voicemail"}}}
+{"op":"add","path":"/elements/opt-noanswer","value":{"type":"SelectItem","props":{"value":"No Answer","label":"No Answer"}}}
+{"op":"add","path":"/elements/opt-meeting","value":{"type":"SelectItem","props":{"value":"Booked Meeting","label":"Booked Meeting"}}}
+{"op":"add","path":"/state/callOutcome","value":""}
+{"op":"add","path":"/elements/call-notes-control","value":{"type":"FormControl","props":{"label":"Call Notes","input":"call-notes-textarea"}}}
+{"op":"add","path":"/elements/call-notes-textarea","value":{"type":"TextArea","props":{"name":"callNotes","placeholder":"What was discussed?","rows":2,"value":{"$bindState":"/callNotes"}}}}
+{"op":"add","path":"/state/callNotes","value":""}
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+{"op":"add","path":"/elements/call-log-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["call-log-outcome","call-log-notes"]}}
+{"op":"add","path":"/elements/call-log-outcome","value":{"type":"Tag","props":{"text":{"$item":"outcome"},"variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/call-log-notes","value":{"type":"TextContent","props":{"text":{"$item":"notes"},"size":"small"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..efd0116b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","expenses","transactions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","controls"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Finance Overview","level":"h1"}}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Month-end summary — ${/selectedMonth}"},"size":"small"}}}
+{"op":"add","path":"/state/selectedMonth","value":"March 2024"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["month-select","download-btn"]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"items":["m-jan","m-feb","m-mar","m-apr"]},"children":["m-jan","m-feb","m-mar","m-apr"]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January 2024","label":"January 2024"}}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February 2024","label":"February 2024"}}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March 2024","label":"March 2024"}}}
+{"op":"add","path":"/elements/m-apr","value":{"type":"SelectItem","props":{"value":"April 2024","label":"April 2024"}}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small-heavy"}}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/cashOnHand}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/cashOnHand","value":"1,842,500"}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Across all accounts","size":"small"}}}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small-heavy"}}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/monthlyBurn}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/monthlyBurn","value":"212,300"}
+{"op":"add","path":"/elements/burn-note","value":{"type":"Badge","props":{"text":"+4% vs last month","variant":"destructive"}}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small-heavy"}}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"TextContent","props":{"text":{"$template":"${/runwayMonths} months"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/runwayMonths","value":"8.7"}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":58,"label":"Est. depletion: Dec 2024"}}}
+{"op":"add","path":"/elements/expenses","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["expenses-header","expenses-chart"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"Breakdown for the selected month"}}}
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+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Above $10,000 this month"}}}
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+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount ($)","type":"number","data":[124000,38500,25000,22000,11200]}}}
+{"op":"add","path":"/state/downloaded","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..7c3375ecd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","charts","transactions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-group","header-actions"]}}
+{"op":"add","path":"/elements/title-group","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Finance Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Month-end summary — ${/selectedMonth}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"March 2024"}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["month-select","download-btn"]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"items":["m-jan","m-feb","m-mar"]},"children":[]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January 2024","label":"January 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February 2024","label":"February 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March 2024","label":"March 2024"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$template":"$${/cashOnHand}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/cashOnHand","value":"1,284,500"}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"As of Mar 31, 2024","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$template":"$${/monthlyBurn}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/monthlyBurn","value":"142,000"}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Avg net cash out / month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$template":"${/runwayMonths} months"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/runwayMonths","value":"9.0"}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":50,"label":"9 of 18 mo target"},"children":[]}}
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["charts-header","expense-pie"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"Heading","props":{"text":"Expenses by Category","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/tx-header","value":{"type":"Heading","props":{"text":"Transactions Over $10,000 (This Month)","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","type":"string","data":["Mar 01","Mar 05","Mar 12","Mar 18","Mar 27"]},"children":[]}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","type":"string","data":["Payroll Run — March","AWS Cloud Services","Series A Legal Fees","Google Ads Campaign","Office Lease Q2"]},"children":[]}}
+{"op":"add","path":"/elements/col-cat","value":{"type":"Col","props":{"label":"Category","type":"string","data":["Payroll","Cloud & Infra","Legal","Marketing","Office & Ops"]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","type":"string","data":["$86,000","$21,500","$18,400","$14,000","$12,300"]},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..d960be572
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","expenses-section","txn-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Finance Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Month-end summary — ${/selectedMonth}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"June 2024"}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"end"},"children":["month-select","download-btn"]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"items":["m-apr","m-may","m-jun","m-jul"]},"children":[]}}
+{"op":"add","path":"/elements/m-apr","value":{"type":"SelectItem","props":{"value":"April 2024","label":"April 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-may","value":{"type":"SelectItem","props":{"value":"May 2024","label":"May 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-jun","value":{"type":"SelectItem","props":{"value":"June 2024","label":"June 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-jul","value":{"type":"SelectItem","props":{"value":"July 2024","label":"July 2024"},"children":[]}}
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+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Callout","props":{"variant":"success","title":"Statement downloading","description":"Your month-end statement PDF is being prepared."},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"replace","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","download-alert","metrics","expenses-section","txn-section"]}}
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+{"op":"add","path":"/elements/metric-burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/monthlyBurn}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn-note","value":{"type":"TextContent","props":{"text":"Net cash out per month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-runway-label","metric-runway-value","metric-runway-progress"]}}
+{"op":"add","path":"/elements/metric-runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/runwayMonths} months"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-progress","value":{"type":"Progress","props":{"value":63,"label":"Est. depletes Jan 2025"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"1,842,000","monthlyBurn":"146,500","runwayMonths":"12.6"}}
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+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"June 2024 spend breakdown"},"children":[]}}
+{"op":"add","path":"/elements/expenses-body","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"center"},"children":["expenses-pie","expenses-table"]}}
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+{"op":"add","path":"/elements/expenses-table","value":{"type":"Table","props":{"columns":["col-cat","col-amt"]},"children":[]}}
+{"op":"add","path":"/elements/col-cat","value":{"type":"Col","props":{"label":"Category","type":"string","data":["Payroll","Cloud & Infra","Marketing","Office & Rent","Software","Other"]},"children":[]}}
+{"op":"add","path":"/elements/col-amt","value":{"type":"Col","props":{"label":"Amount ($)","type":"number","data":[92000,24500,15000,8500,4500,2000]},"children":[]}}
+{"op":"add","path":"/elements/txn-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["txn-header","txn-list"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Payments above $10,000 this month"},"children":[]}}
+{"op":"add","path":"/elements/txn-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["txn-row"]}}
+{"op":"add","path":"/elements/txn-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["txn-info","txn-amount"]}}
+{"op":"add","path":"/elements/txn-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["txn-payee","txn-meta"]}}
+{"op":"add","path":"/elements/txn-payee","value":{"type":"TextContent","props":{"text":{"$item":"payee"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/txn-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txn-amount","value":{"type":"Badge","props":{"text":{"$template":"$${amount}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","payee":"June Payroll — Gusto","category":"Payroll","date":"Jun 28","amount":"92,000"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","payee":"AWS Cloud Services","category":"Cloud & Infra","date":"Jun 15","amount":"24,500"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","payee":"Meta Ads Campaign","category":"Marketing","date":"Jun 10","amount":"15,000"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","payee":"WeWork Office Lease","category":"Office & Rent","date":"Jun 01","amount":"12,300"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..4a164b86e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","chart-card","txn-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-text","header-controls"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Finance Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Month-end summary — ${/selectedMonth}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"March 2024"}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear","justify":"end"},"children":["month-select","download-btn"]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":["m-jan","m-feb","m-mar"]}}
+{"op":"add","path":"/elements/m-jan","value":{"type":"SelectItem","props":{"value":"January 2024","label":"January 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-feb","value":{"type":"SelectItem","props":{"value":"February 2024","label":"February 2024"},"children":[]}}
+{"op":"add","path":"/elements/m-mar","value":{"type":"SelectItem","props":{"value":"March 2024","label":"March 2024"},"children":[]}}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloaded","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloaded","value":false}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Statement downloading","description":"Your March 2024 statement is being prepared as a PDF.","variant":"success"},"visible":{"$state":"/downloaded"},"children":[]}}
+{"op":"replace","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","download-alert","metrics","chart-card","txn-card"]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["cash-label","cash-value","cash-tag"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$template":"$${/cashOnHand}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/cashOnHand","value":"1,240,000"}
+{"op":"add","path":"/elements/cash-tag","value":{"type":"Tag","props":{"text":"As of Mar 31","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["burn-label","burn-value","burn-tag"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$template":"$${/monthlyBurn}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/monthlyBurn","value":"148,000"}
+{"op":"add","path":"/elements/burn-tag","value":{"type":"Tag","props":{"text":"+6% vs Feb","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$template":"${/runwayMonths} months"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/runwayMonths","value":"8.4"}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":42,"label":"Est. depletion Dec 2024"},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","expense-pie"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"March 2024 breakdown"},"children":[]}}
+{"op":"add","path":"/elements/expense-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["Payroll","Cloud & Infra","Marketing","Office & Rent","Software","Other"],"values":[86000,24000,15000,12000,7000,4000]},"children":[]}}
+{"op":"add","path":"/elements/txn-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["txn-header","txn-table"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Above $10,000 this month"},"children":[]}}
+{"op":"add","path":"/elements/txn-table","value":{"type":"Table","props":{"columns":["col-date","col-vendor","col-category","col-amount"]},"children":[]}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","type":"string","data":["Mar 03","Mar 08","Mar 15","Mar 22","Mar 28"]},"children":[]}}
+{"op":"add","path":"/elements/col-vendor","value":{"type":"Col","props":{"label":"Vendor","type":"string","data":["Gusto Payroll","AWS","Google Ads","Regus Office Lease","Deel Contractors"]},"children":[]}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","type":"string","data":["Payroll","Cloud & Infra","Marketing","Office & Rent","Payroll"]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","type":"number","data":[86000,24000,15000,12000,11500]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..8db3d2823
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","charts","search","shipments-header","delayed-callout","shipments"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title","refreshed"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Logistics Coordination Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/refreshed","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Feb 12, 2025 · 09:42 AM"}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["metric-ontime","metric-cost","metric-transit","metric-delayed"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m1-label","m1-value","m1-progress"]}}
+{"op":"add","path":"/elements/m1-label","value":{"type":"TextContent","props":{"text":"On-Time % (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m1-value","value":{"type":"Heading","props":{"text":{"$template":"${/onTimePct}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m1-progress","value":{"type":"Progress","props":{"value":{"$state":"/onTimePct"},"label":"Goal 95%"},"children":[]}}
+{"op":"add","path":"/state/onTimePct","value":91}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m2-label","m2-value","m2-sub"]}}
+{"op":"add","path":"/elements/m2-label","value":{"type":"TextContent","props":{"text":"Avg Cost / Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m2-value","value":{"type":"Heading","props":{"text":{"$template":"$${/avgCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m2-sub","props":{},"value":{"type":"TextContent","props":{"text":"↓ 4.2% vs last month","size":"small"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"1,284"}
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m3-label","m3-value","m3-sub"]}}
+{"op":"add","path":"/elements/m3-label","value":{"type":"TextContent","props":{"text":"Shipments In Transit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m3-value","value":{"type":"Heading","props":{"text":{"$template":"${/inTransitCount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m3-sub","value":{"type":"TextContent","props":{"text":"Active now","size":"small"},"children":[]}}
+{"op":"add","path":"/state/inTransitCount","value":6}
+{"op":"add","path":"/elements/metric-delayed","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m4-label","m4-value","m4-badge"]}}
+{"op":"add","path":"/elements/m4-label","value":{"type":"TextContent","props":{"text":"Delayed Shipments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m4-value","value":{"type":"Heading","props":{"text":{"$template":"${/delayedCount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m4-badge","value":{"type":"Badge","props":{"text":"Needs attention","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":2}
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["carrier-card","volume-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-head","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-head","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Shipments this month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["FedEx","UPS","DHL","Maersk","Regional"],"values":[128,96,74,52,38],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volume-head","volume-chart"]}}
+{"op":"add","path":"/elements/volume-head","value":{"type":"CardHeader","props":{"title":"Weekly Volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["vol-series"],"xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/vol-series","value":{"type":"Series","props":{"category":"Volume","values":[82,95,88,102,110,98,121,115]},"children":[]}}
+{"op":"add","path":"/elements/search","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["search-head","search-row"]}}
+{"op":"add","path":"/elements/search-head","value":{"type":"CardHeader","props":{"title":"Search by Route"},"children":[]}}
+{"op":"add","path":"/elements/search-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end"},"children":["search-input","search-btn"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Shanghai → Los Angeles","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/search-btn","value":{"type":"Button","props":{"label":"Search","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/activeSearch","value":{"$state":"/routeSearch"}}}},"children":[]}}
+{"op":"add","path":"/state/activeSearch","value":""}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"warning","title":"2 Delayed Shipments Require Action","description":"SHP-2043 (Rotterdam → New York) delayed by 2 days — customs hold. SHP-2051 (Shenzhen → Hamburg) delayed by 1 day — weather."},"children":[]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments In Transit","subtitle":"Origin, destination, ETA and status"},"children":[]}}
+{"op":"add","path":"/elements/shipments","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["ship-row"]}}
+{"op":"add","path":"/elements/ship-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["ship-info","ship-status","ship-flag"]}}
+{"op":"add","path":"/elements/ship-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["ship-id","ship-route","ship-eta"]}}
+{"op":"add","path":"/elements/ship-id","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${carrier}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ship-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"}},"children":[]}}
+{"op":"add","path":"/elements/ship-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ship-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/ship-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"🚩 Flagged","$else":"Flag"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-2041","carrier":"FedEx","origin":"Shanghai","destination":"Los Angeles","eta":"Feb 15","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-2043","carrier":"Maersk","origin":"Rotterdam","destination":"New York","eta":"Feb 18 (+2d)","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-2047","carrier":"UPS","origin":"Chicago","destination":"Dallas","eta":"Feb 13","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-2051","carrier":"DHL","origin":"Shenzhen","destination":"Hamburg","eta":"Feb 17 (+1d)","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-2055","carrier":"FedEx","origin":"Memphis","destination":"Denver","eta":"Feb 14","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-2058","carrier":"Regional","origin":"Seattle","destination":"Phoenix","eta":"Feb 16","status":"On Time","delayed":false,"flagged":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..e7f7e291b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","alerts","search-card","shipments-card","charts-row","flag-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-refresh"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Logistics Coordination Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-refresh","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Feb 14, 2025 · 09:42 AM"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-ontime","metric-cost","metric-transit","metric-delayed"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-ontime-label","metric-ontime-value","metric-ontime-bar"]}}
+{"op":"add","path":"/elements/metric-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time % (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-value","value":{"type":"Heading","props":{"text":"91.3%","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-bar","value":{"type":"Progress","props":{"value":91,"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-cost-label","metric-cost-value","metric-cost-sub"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Avg Cost / Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-value","value":{"type":"Heading","props":{"text":"$1,284","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-sub","value":{"type":"Badge","props":{"text":"▼ 4.2% vs last month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-transit-label","metric-transit-value","metric-transit-sub"]}}
+{"op":"add","path":"/elements/metric-transit-label","value":{"type":"TextContent","props":{"text":"In Transit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit-value","value":{"type":"Heading","props":{"text":"6","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit-sub","value":{"type":"Badge","props":{"text":"Active shipments","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/metric-delayed","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-delayed-label","metric-delayed-value","metric-delayed-sub"]}}
+{"op":"add","path":"/elements/metric-delayed-label","value":{"type":"TextContent","props":{"text":"Delayed","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-delayed-value","value":{"type":"Heading","props":{"text":"2","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-delayed-sub","value":{"type":"Badge","props":{"text":"Needs attention","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/alerts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"Heading","props":{"text":"Delayed Shipments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/delayed","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$template":"${id}: ${route}"},"description":{"$template":"Delay: ${delay} · Carrier: ${carrier} · Reason: ${reason}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"SHP-2041","route":"Chicago → Denver","delay":"1d 6h behind ETA","carrier":"Roadway Freight","reason":"Weather closure on I-80"}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"SHP-2047","route":"Newark → Atlanta","delay":"9h behind ETA","carrier":"BlueLine Express","reason":"Customs hold"}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["search-header","search-control"]}}
+{"op":"add","path":"/elements/search-header","value":{"type":"Heading","props":{"text":"Search by Route","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Route lookup","input":"search-input","hint":"Search origin or destination city"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago, Denver, Atlanta","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-header","shipments-table"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"Heading","props":{"text":"Shipments In Transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipments-table","value":{"type":"Table","props":{"columns":["col-id","col-origin","col-dest","col-eta","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-id","value":{"type":"Col","props":{"label":"Shipment","data":["SHP-2041","SHP-2044","SHP-2045","SHP-2047","SHP-2050","SHP-2052"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-origin","value":{"type":"Col","props":{"label":"Origin","data":["Chicago","Seattle","Los Angeles","Newark","Dallas","Boston"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-dest","value":{"type":"Col","props":{"label":"Destination","data":["Denver","Portland","Phoenix","Atlanta","Houston","Miami"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-eta","value":{"type":"Col","props":{"label":"ETA","data":["Feb 15, 6:00 PM","Feb 14, 8:00 PM","Feb 15, 2:00 PM","Feb 16, 11:00 AM","Feb 14, 5:00 PM","Feb 17, 9:00 AM"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Delayed","On Time","On Time","Delayed","On Time","On Time"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["carrier-chart-card","volume-chart-card"]}}
+{"op":"add","path":"/elements/carrier-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-chart-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-chart-header","value":{"type":"Heading","props":{"text":"Volume Split by Carrier","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["Roadway Freight","BlueLine Express","SwiftHaul","Pacific Logistics"],"values":[38,27,21,14],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volume-chart-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-chart-header","value":{"type":"Heading","props":{"text":"Weekly Volume (Past 2 Months)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["volume-series"],"xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Shipments","values":[112,128,119,141,135,152,148,160]},"children":[]}}
+{"op":"add","path":"/elements/flag-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flag-header","flag-select-control","flag-reason-control","flag-button","flag-callout"]}}
+{"op":"add","path":"/elements/flag-header","value":{"type":"Heading","props":{"text":"Flag a Shipment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/flag-select-control","value":{"type":"FormControl","props":{"label":"Shipment","input":"flag-select"},"children":[]}}
+{"op":"add","path":"/elements/flag-select","value":{"type":"Select","props":{"name":"flagShipment","items":["opt-1","opt-2","opt-3","opt-4","opt-5","opt-6"],"placeholder":"Select shipment","value":{"$bindState":"/flagShipment"}},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"SelectItem","props":{"value":"SHP-2041","label":"SHP-2041 · Chicago → Denver"},"children":[]}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"SelectItem","props":{"value":"SHP-2044","label":"SHP-2044 · Seattle → Portland"},"children":[]}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"SelectItem","props":{"value":"SHP-2045","label":"SHP-2045 · Los Angeles → Phoenix"},"children":[]}}
+{"op":"add","path":"/elements/opt-4","value":{"type":"SelectItem","props":{"value":"SHP-2047","label":"SHP-2047 · Newark → Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/opt-5","value":{"type":"SelectItem","props":{"value":"SHP-2050","label":"SHP-2050 · Dallas → Houston"},"children":[]}}
+{"op":"add","path":"/elements/opt-6","value":{"type":"SelectItem","props":{"value":"SHP-2052","label":"SHP-2052 · Boston → Miami"},"children":[]}}
+{"op":"add","path":"/state/flagShipment","value":""}
+{"op":"add","path":"/elements/flag-reason-control","value":{"type":"FormControl","props":{"label":"Reason","input":"flag-reason"},"children":[]}}
+{"op":"add","path":"/elements/flag-reason","value":{"type":"TextArea","props":{"name":"flagReason","placeholder":"Describe the issue (delay, damage, misroute...)","rows":3,"value":{"$bindState":"/flagReason"}},"children":[]}}
+{"op":"add","path":"/state/flagReason","value":""}
+{"op":"add","path":"/elements/flag-button","value":{"type":"Button","props":{"label":"Flag Shipment","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/flags","value":{"id":"$id","shipment":{"$state":"/flagShipment"},"reason":{"$state":"/flagReason"}},"clearStatePath":"/flagReason"}}},"children":[]}}
+{"op":"add","path":"/state/flags","value":[]}
+{"op":"add","path":"/elements/flag-callout","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/flags","key":"id"},"children":["flag-item"]}}
+{"op":"add","path":"/elements/flag-item","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"Flagged: ${shipment}"},"description":{"$item":"reason"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..2dd62b440
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","search","in-transit-section","delayed-section","charts-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["title","refresh-info"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/refresh-info","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Feb 12, 2024 — 09:42 AM"}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-ontime","metric-cost","metric-delayed","metric-total"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-ontime-label","metric-ontime-val","metric-ontime-prog"]}}
+{"op":"add","path":"/elements/metric-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time % (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-val","value":{"type":"Heading","props":{"text":{"$template":"${/onTimePercent}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-prog","value":{"type":"Progress","props":{"value":91,"label":"91% of shipments on time"},"children":[]}}
+{"op":"add","path":"/state/onTimePercent","value":91}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-cost-label","metric-cost-val"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Avg Cost / Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-val","value":{"type":"Heading","props":{"text":{"$template":"$${/avgCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"842.50"}
+{"op":"add","path":"/elements/metric-delayed","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-delayed-label","metric-delayed-val"]}}
+{"op":"add","path":"/elements/metric-delayed-label","value":{"type":"TextContent","props":{"text":"Delayed Shipments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-delayed-val","value":{"type":"Heading","props":{"text":{"$template":"${/delayedCount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":3}
+{"op":"add","path":"/elements/metric-total","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["metric-total-label","metric-total-val"]}}
+{"op":"add","path":"/elements/metric-total-label","value":{"type":"TextContent","props":{"text":"In Transit","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-total-val","value":{"type":"Heading","props":{"text":{"$template":"${/inTransitCount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/inTransitCount","value":6}
+{"op":"add","path":"/elements/search","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["search-header","search-row"]}}
+{"op":"add","path":"/elements/search-header","value":{"type":"CardHeader","props":{"title":"Search by Route"},"children":[]}}
+{"op":"add","path":"/elements/search-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"end"},"children":["search-fc","search-btn"]}}
+{"op":"add","path":"/elements/search-fc","value":{"type":"FormControl","props":{"label":"Route (e.g. Chicago → Dallas)","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Search origin or destination","value":{"$bindState":"/routeQuery"}},"children":[]}}
+{"op":"add","path":"/state/routeQuery","value":""}
+{"op":"add","path":"/elements/search-btn","value":{"type":"Button","props":{"label":"Search","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/in-transit-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["in-transit-header","in-transit-list"]}}
+{"op":"add","path":"/elements/in-transit-header","value":{"type":"CardHeader","props":{"title":"Shipments In Transit","subtitle":"Origin, destination, ETA and status"},"children":[]}}
+{"op":"add","path":"/elements/in-transit-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk","gap":"m"},"children":["shipment-route","shipment-eta","shipment-status","shipment-flag"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["shipment-id-text","shipment-route-text"]}}
+{"op":"add","path":"/elements/shipment-id-text","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-route-text","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag"},"variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1042","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Feb 13, 2:00 PM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1043","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Feb 12, 6:30 PM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1044","origin":"Seattle, WA","destination":"Denver, CO","eta":"Feb 14, 11:00 AM","status":"Delayed","delayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1045","origin":"Atlanta, GA","destination":"Miami, FL","eta":"Feb 13, 9:00 AM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1046","origin":"New York, NY","destination":"Boston, MA","eta":"Feb 12, 4:15 PM","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-1047","origin":"Houston, TX","destination":"New Orleans, LA","eta":"Feb 15, 8:00 AM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-header","delayed-alert","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed Shipments","subtitle":"Requires attention"},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"title":"3 shipments delayed","description":"These shipments are behind their scheduled ETA and may need rerouting.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-card"]}}
+{"op":"add","path":"/elements/delayed-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["delayed-info","delayed-badge"]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["delayed-route","delayed-reason"]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"#${id}: ${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-reason","value":{"type":"TextContent","props":{"text":{"$template":"Delay: ${delayReason} (${delayHours}h late)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-badge","value":{"type":"Badge","props":{"text":"Delayed","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"SHP-1044","origin":"Seattle, WA","destination":"Denver, CO","delayReason":"Weather hold","delayHours":6}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"SHP-1046","origin":"New York, NY","destination":"Boston, MA","delayReason":"Traffic congestion","delayHours":3}}
+{"op":"add","path":"/state/delayed/2","value":{"id":"SHP-1039","origin":"San Diego, CA","destination":"Las Vegas, NV","delayReason":"Customs inspection","delayHours":12}}
+{"op":"add","path":"/elements/charts-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["carrier-card","weekly-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-header","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["FedEx","UPS","DHL","USPS","Regional"],"values":[38,29,17,9,7],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekly-header","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Weekly Volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["weekly-series"],"xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Volume","values":[210,245,198,270,289,255,301,278]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..68e6d95a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","alerts-row","charts-row","search-card","shipments-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-refresh"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Logistics Coordination Board","subtitle":"Live shipment tracking & performance"}}}
+{"op":"add","path":"/elements/header-refresh","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"}}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today 09:42 AM (2 min ago)"}
+
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-ontime","metric-cost","metric-transit","metric-delayed"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-ontime-label","metric-ontime-value","metric-ontime-progress"]}}
+{"op":"add","path":"/elements/metric-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time % This Month","size":"small"}}}
+{"op":"add","path":"/elements/metric-ontime-value","value":{"type":"Heading","props":{"text":{"$template":"${/onTimePct}%"},"level":"h2"}}}
+{"op":"add","path":"/state/onTimePct","value":91}
+{"op":"add","path":"/elements/metric-ontime-progress","value":{"type":"Progress","props":{"value":91,"label":"Target 95%"}}}
+
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-cost-label","metric-cost-value","metric-cost-sub"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Avg Cost / Shipment","size":"small"}}}
+{"op":"add","path":"/elements/metric-cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/avgCost}"},"level":"h2"}}}
+{"op":"add","path":"/state/avgCost","value":"428.60"}
+{"op":"add","path":"/elements/metric-cost-sub","value":{"type":"Badge","props":{"text":"-3.2% vs last month","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-transit-label","metric-transit-value"]}}
+{"op":"add","path":"/elements/metric-transit-label","value":{"type":"TextContent","props":{"text":"In Transit","size":"small"}}}
+{"op":"add","path":"/elements/metric-transit-value","value":{"type":"Heading","props":{"text":{"$template":"${/inTransitCount}"},"level":"h2"}}}
+{"op":"add","path":"/state/inTransitCount","value":6}
+
+{"op":"add","path":"/elements/metric-delayed","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-delayed-label","metric-delayed-value"]}}
+{"op":"add","path":"/elements/metric-delayed-label","value":{"type":"TextContent","props":{"text":"Delayed","size":"small"}}}
+{"op":"add","path":"/elements/metric-delayed-value","value":{"type":"Heading","props":{"text":{"$template":"${/delayedCount}"},"level":"h2"}}}
+{"op":"add","path":"/state/delayedCount","value":2}
+
+{"op":"add","path":"/elements/alerts-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-heading","delayed-list"]}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"Heading","props":{"text":"Delayed Shipments","level":"h4"}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-alert"]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"title":{"$template":"${id} — ${route}"},"description":{"$template":"Delayed by ${delay}. Reason: ${reason}. New ETA ${eta}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"SHP-1042","route":"Chicago → Denver","delay":"6h","reason":"Weather hold","eta":"Apr 12, 3:30 PM"}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"SHP-1057","route":"Newark → Atlanta","delay":"2 days","reason":"Customs inspection","eta":"Apr 14, 11:00 AM"}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["carrier-card","volume-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["carrier-heading","carrier-pie"]}}
+{"op":"add","path":"/elements/carrier-heading","value":{"type":"Heading","props":{"text":"Volume Split by Carrier","level":"h4"}}}
+{"op":"add","path":"/elements/carrier-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["FedEx","UPS","DHL","USPS"],"values":[38,29,21,12]}}}
+
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["volume-heading","volume-chart"]}}
+{"op":"add","path":"/elements/volume-heading","value":{"type":"Heading","props":{"text":"Weekly Volume (Past 2 Months)","level":"h4"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4","W5","W6","W7","W8"],"series":["volume-series"],"xLabel":"Week","yLabel":"Shipments"}}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Shipments","values":[142,168,155,190,178,205,198,221]}}}
+
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"end"},"children":["search-control","search-btn"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by Route","input":"search-input","hint":"e.g. Chicago → Denver"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Origin or destination","value":{"$bindState":"/routeSearch"}}}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/search-btn","value":{"type":"Button","props":{"label":"Search","variant":"primary"}}}
+
+{"op":"add","path":"/elements/shipments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-heading","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-heading","value":{"type":"Heading","props":{"text":"Shipments In Transit","level":"h4"}}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["shipment-info","shipment-eta","shipment-status","shipment-flag"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["shipment-id","shipment-route"]}}
+{"op":"add","path":"/elements/shipment-id","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** · ${carrier}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"}}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"delayed"},"$then":"danger","$else":"success"}}}}
+{"op":"add","path":"/elements/shipment-flag","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}}}}
+
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1039","carrier":"FedEx","origin":"Los Angeles","destination":"Phoenix","eta":"Apr 12, 2:00 PM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1042","carrier":"UPS","origin":"Chicago","destination":"Denver","eta":"Apr 12, 3:30 PM","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1048","carrier":"DHL","origin":"Seattle","destination":"Portland","eta":"Apr 11, 6:15 PM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1051","carrier":"FedEx","origin":"Dallas","destination":"Houston","eta":"Apr 12, 10:45 AM","status":"On Time","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1057","carrier":"USPS","origin":"Newark","destination":"Atlanta","eta":"Apr 14, 11:00 AM","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-1063","carrier":"UPS","origin":"Boston","destination":"Miami","eta":"Apr 13, 4:20 PM","status":"On Time","delayed":false,"flagged":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..6c49ffef5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","cols","attrition-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"Talent acquisition dashboard"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-headcount","m-open","m-tth","m-interviews","m-newrole"]}}
+{"op":"add","path":"/elements/m-headcount","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-headcount-label","m-headcount-val"]}}
+{"op":"add","path":"/elements/m-headcount-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"}}}
+{"op":"add","path":"/elements/m-headcount-val","value":{"type":"Heading","props":{"text":{"$template":"${/headcount}"},"level":"h2"}}}
+{"op":"add","path":"/state/headcount","value":842}
+{"op":"add","path":"/elements/m-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-open-label","m-open-val"]}}
+{"op":"add","path":"/elements/m-open-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"}}}
+{"op":"add","path":"/elements/m-open-val","value":{"type":"Heading","props":{"text":{"$template":"${/openRolesCount}"},"level":"h2"}}}
+{"op":"add","path":"/state/openRolesCount","value":14}
+{"op":"add","path":"/elements/m-tth","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-tth-label","m-tth-val"]}}
+{"op":"add","path":"/elements/m-tth-label","value":{"type":"TextContent","props":{"text":"Avg. Time to Hire","size":"small"}}}
+{"op":"add","path":"/elements/m-tth-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgTimeToHire} days"},"level":"h2"}}}
+{"op":"add","path":"/state/avgTimeToHire","value":32}
+{"op":"add","path":"/elements/m-interviews","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-interviews-label","m-interviews-val"]}}
+{"op":"add","path":"/elements/m-interviews-label","value":{"type":"TextContent","props":{"text":"Interviews This Week","size":"small"}}}
+{"op":"add","path":"/elements/m-interviews-val","value":{"type":"Heading","props":{"text":{"$template":"${/interviewsThisWeekCount}"},"level":"h2"}}}
+{"op":"add","path":"/state/interviewsThisWeekCount","value":9}
+{"op":"add","path":"/elements/m-newrole","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","justify":"center"},"children":["newrole-dialog"]}}
+{"op":"add","path":"/elements/newrole-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Open New Role","title":"Open a New Role","description":"Create a new open requisition","content":["nr-form"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/nr-form","value":{"type":"Form","props":{"name":"newRole","buttons":"nr-buttons","fields":["nr-title-fc","nr-dept-fc","nr-count-fc"]}}}
+{"op":"add","path":"/elements/nr-title-fc","value":{"type":"FormControl","props":{"label":"Role Title","input":"nr-title-input"}}}
+{"op":"add","path":"/elements/nr-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer","value":{"$bindState":"/newRole/title"}}}}
+{"op":"add","path":"/state/newRole","value":{"title":"","dept":"","count":""}}
+{"op":"add","path":"/elements/nr-dept-fc","value":{"type":"FormControl","props":{"label":"Department","input":"nr-dept-select"}}}
+{"op":"add","path":"/elements/nr-dept-select","value":{"type":"Select","props":{"name":"dept","placeholder":"Select department","items":["nr-d1","nr-d2","nr-d3","nr-d4","nr-d5"],"value":{"$bindState":"/newRole/dept"}}}}
+{"op":"add","path":"/elements/nr-d1","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"}}}
+{"op":"add","path":"/elements/nr-d2","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"}}}
+{"op":"add","path":"/elements/nr-d3","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"}}}
+{"op":"add","path":"/elements/nr-d4","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"}}}
+{"op":"add","path":"/elements/nr-d5","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"}}}
+{"op":"add","path":"/elements/nr-count-fc","value":{"type":"FormControl","props":{"label":"Number of Openings","input":"nr-count-input"}}}
+{"op":"add","path":"/elements/nr-count-input","value":{"type":"Input","props":{"name":"count","type":"number","placeholder":"1","value":{"$bindState":"/newRole/count"}}}}
+{"op":"add","path":"/elements/nr-buttons","value":{"type":"Buttons","props":{"buttons":["nr-submit"]}}}
+{"op":"add","path":"/elements/nr-submit","value":{"type":"Button","props":{"label":"Create Role","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"dept":{"$state":"/newRole/dept"},"count":{"$state":"/newRole/count"}}}}}}}
+{"op":"add","path":"/elements/cols","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["left-col","right-col"]}}
+{"op":"add","path":"/elements/left-col","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["roles-card","pipeline-card","interviews-card"]}}
+{"op":"add","path":"/elements/right-col","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["dept-card"]}}
+{"op":"add","path":"/elements/roles-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["roles-head","roles-table"]}}
+{"op":"add","path":"/elements/roles-head","value":{"type":"Heading","props":{"text":"Open Roles","level":"h3"}}}
+{"op":"add","path":"/elements/roles-table","value":{"type":"Table","props":{"columns":["roles-col-title","roles-col-dept","roles-col-count"]}}}
+{"op":"add","path":"/elements/roles-col-title","value":{"type":"Col","props":{"label":"Role","type":"string","data":["Senior Backend Engineer","Product Manager","Account Executive","UX Designer","Data Analyst","DevOps Engineer"]}}}
+{"op":"add","path":"/elements/roles-col-dept","value":{"type":"Col","props":{"label":"Department","type":"string","data":["Engineering","Product","Sales","Design","Data","Engineering"]}}}
+{"op":"add","path":"/elements/roles-col-count","value":{"type":"Col","props":{"label":"Openings","type":"number","data":[3,1,4,2,1,2]}}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/elements/pipeline-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["pipeline-head","pipeline-chart"]}}
+{"op":"add","path":"/elements/pipeline-head","value":{"type":"Heading","props":{"text":"Candidates by Pipeline Stage","level":"h3"}}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Applied","Screening","Interview","Offer","Hired"],"series":["pipeline-series"],"xLabel":"Candidates"}}}
+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":[248,96,42,15,8]}}}
+{"op":"add","path":"/elements/interviews-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["interviews-head","interviews-list"]}}
+{"op":"add","path":"/elements/interviews-head","value":{"type":"Heading","props":{"text":"Interviews Scheduled This Week","level":"h3"}}}
+{"op":"add","path":"/elements/interviews-list","value":{"type":"ListBlock","props":{"items":["iv-item"]},"repeat":{"statePath":"/interviews","key":"id"},"children":["iv-item"]}}
+{"op":"add","path":"/elements/iv-item","value":{"type":"ListItem","props":{"title":{"$item":"candidate"},"subtitle":{"$template":"${role} · ${day} at ${time}"}}}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"1","candidate":"Maria Chen","role":"Product Manager","day":"Mon","time":"10:00 AM"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"2","candidate":"James Okafor","role":"Senior Backend Engineer","day":"Tue","time":"2:00 PM"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"3","candidate":"Priya Nair","role":"UX Designer","day":"Wed","time":"11:30 AM"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"4","candidate":"Tom Alvarez","role":"Account Executive","day":"Thu","time":"9:00 AM"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"5","candidate":"Sarah Kim","role":"Data Analyst","day":"Fri","time":"3:30 PM"}}
+{"op":"add","path":"/elements/dept-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dept-head","dept-chart"]}}
+{"op":"add","path":"/elements/dept-head","value":{"type":"Heading","props":{"text":"Headcount by Department","level":"h3"}}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"PieChart","props":{"labels":["Engineering","Sales","Product","Marketing","Operations","Design"],"values":[312,186,94,72,110,68],"variant":"donut"}}}
+{"op":"add","path":"/elements/attrition-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["attrition-head","attrition-chart"]}}
+{"op":"add","path":"/elements/attrition-head","value":{"type":"Heading","props":{"text":"Attrition — Past Six Months","level":"h3"}}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":["Jul","Aug","Sep","Oct","Nov","Dec"],"series":["attrition-series"],"variant":"natural","xLabel":"Month","yLabel":"Departures"}}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Departures","values":[12,9,14,11,8,7]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..b342ed277
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","row-mid","openroles","pipeline","interviews","attrition"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","new-role-btn"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"Recruiting dashboard — Q2 snapshot"},"children":[]}}
+{"op":"add","path":"/elements/new-role-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Open New Role","title":"Open a New Role","description":"Create a new job requisition","content":["new-role-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"newRole","buttons":"new-role-submit","fields":["fc-title","fc-dept","fc-type","fc-location"]},"children":[]}}
+{"op":"add","path":"/elements/fc-title","value":{"type":"FormControl","props":{"label":"Role Title","input":"in-title"},"children":[]}}
+{"op":"add","path":"/elements/in-title","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Backend Engineer","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/fc-dept","value":{"type":"FormControl","props":{"label":"Department","input":"in-dept"},"children":[]}}
+{"op":"add","path":"/elements/in-dept","value":{"type":"Select","props":{"name":"dept","placeholder":"Select department","items":["opt-eng","opt-prod","opt-sales","opt-mkt","opt-ops"],"value":{"$bindState":"/newRole/dept"}},"children":[]}}
+{"op":"add","path":"/elements/opt-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/opt-prod","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/opt-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/opt-mkt","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/opt-ops","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"},"children":[]}}
+{"op":"add","path":"/elements/fc-type","value":{"type":"FormControl","props":{"label":"Employment Type","input":"in-type"},"children":[]}}
+{"op":"add","path":"/elements/in-type","value":{"type":"Select","props":{"name":"type","placeholder":"Select type","items":["opt-ft","opt-pt","opt-ct"],"value":{"$bindState":"/newRole/type"}},"children":[]}}
+{"op":"add","path":"/elements/opt-ft","value":{"type":"SelectItem","props":{"value":"Full-time","label":"Full-time"},"children":[]}}
+{"op":"add","path":"/elements/opt-pt","value":{"type":"SelectItem","props":{"value":"Part-time","label":"Part-time"},"children":[]}}
+{"op":"add","path":"/elements/opt-ct","value":{"type":"SelectItem","props":{"value":"Contract","label":"Contract"},"children":[]}}
+{"op":"add","path":"/elements/fc-location","value":{"type":"FormControl","props":{"label":"Location","input":"in-location"},"children":[]}}
+{"op":"add","path":"/elements/in-location","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. Remote / London","value":{"$bindState":"/newRole/location"}},"children":[]}}
+{"op":"add","path":"/elements/new-role-submit","value":{"type":"Button","props":{"label":"Create Role","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"dept":{"$state":"/newRole/dept"},"type":{"$state":"/newRole/type"},"location":{"$state":"/newRole/location"},"candidates":0,"days":0}}}}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","dept":"","type":"","location":""}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-headcount","m-openroles","m-tth","m-interviews"]}}
+{"op":"add","path":"/elements/m-headcount","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-headcount-label","m-headcount-val"]}}
+{"op":"add","path":"/elements/m-headcount-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-headcount-val","value":{"type":"Heading","props":{"text":{"$template":"${/headcount/total}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/headcount","value":{"total":428}}
+{"op":"add","path":"/elements/m-openroles","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-openroles-label","m-openroles-val"]}}
+{"op":"add","path":"/elements/m-openroles-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-openroles-val","value":{"type":"Heading","props":{"text":"6","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m-tth","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-tth-label","m-tth-val"]}}
+{"op":"add","path":"/elements/m-tth-label","value":{"type":"TextContent","props":{"text":"Avg. Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-tth-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgTimeToHire} days"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/avgTimeToHire","value":32}
+{"op":"add","path":"/elements/m-interviews","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-interviews-label","m-interviews-val"]}}
+{"op":"add","path":"/elements/m-interviews-label","value":{"type":"TextContent","props":{"text":"Interviews This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-interviews-val","value":{"type":"Heading","props":{"text":"14","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/row-mid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["dept-split","attr-preview"]}}
+{"op":"add","path":"/elements/dept-split","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dept-split-head","dept-pie","dept-cat","dept-vals"]}}
+{"op":"add","path":"/elements/dept-split-head","value":{"type":"Heading","props":{"text":"Headcount by Department","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/dept-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["Engineering","Product","Sales","Marketing","Operations"],"values":[168,52,96,44,68]},"children":[]}}
+{"op":"add","path":"/elements/dept-cat","value":{"type":"TextContent","props":{"text":"Eng 168 · Product 52 · Sales 96 · Marketing 44 · Ops 68","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dept-vals","value":{"type":"TextContent","props":{"text":"Total staff distributed across five departments.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attr-preview","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attr-preview-head","attr-preview-note"]}}
+{"op":"add","path":"/elements/attr-preview-head","value":{"type":"Heading","props":{"text":"Attrition Trend","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/attr-preview-note","value":{"type":"TextContent","props":{"text":"Rolling 6-month view of monthly attrition rate — see chart below.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/openroles","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["openroles-head","openroles-list"]}}
+{"op":"add","path":"/elements/openroles-head","value":{"type":"Heading","props":{"text":"Open Roles","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/openroles-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-item"]}}
+{"op":"add","path":"/elements/role-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["role-item-info","role-item-tags"]}}
+{"op":"add","path":"/elements/role-item-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["role-item-title","role-item-sub"]}}
+{"op":"add","path":"/elements/role-item-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/role-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"${type} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/role-item-tags","value":{"type":"Card","props":{"direction":"row","gap":"xs","align":"center"},"children":["role-item-dept","role-item-cands"]}}
+{"op":"add","path":"/elements/role-item-dept","value":{"type":"Tag","props":{"text":{"$item":"dept"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/role-item-cands","value":{"type":"Tag","props":{"text":{"$template":"${candidates} candidates"},"variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"r1","title":"Senior Backend Engineer","dept":"Engineering","type":"Full-time","location":"Remote","candidates":18,"days":24}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"r2","title":"Product Manager","dept":"Product","type":"Full-time","location":"London","candidates":11,"days":30}}
+{"op":"add","path":"/state/openRoles/2","value":{"id":"r3","title":"Account Executive","dept":"Sales","type":"Full-time","location":"New York","candidates":22,"days":19}}
+{"op":"add","path":"/state/openRoles/3","value":{"id":"r4","title":"Growth Marketer","dept":"Marketing","type":"Full-time","location":"Remote","candidates":9,"days":27}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"r5","title":"DevOps Engineer","dept":"Engineering","type":"Contract","location":"Berlin","candidates":7,"days":15}}
+{"op":"add","path":"/state/openRoles/5","value":{"id":"r6","title":"Operations Analyst","dept":"Operations","type":"Full-time","location":"Austin","candidates":13,"days":21}}
+{"op":"add","path":"/elements/pipeline","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["pipeline-head","pipeline-chart"]}}
+{"op":"add","path":"/elements/pipeline-head","value":{"type":"Heading","props":{"text":"Candidate Pipeline by Stage","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Applied","Screening","Interview","Offer","Hired"],"series":["pipeline-series"],"xLabel":"Candidates","yLabel":"Stage"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":[240,86,42,15,8]},"children":[]}}
+{"op":"add","path":"/elements/interviews","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["interviews-head","interviews-table"]}}
+{"op":"add","path":"/elements/interviews-head","value":{"type":"Heading","props":{"text":"Interviews Scheduled This Week","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/interviews-table","value":{"type":"Table","props":{"columns":["col-cand","col-role","col-day","col-stage"]},"children":[]}}
+{"op":"add","path":"/elements/col-cand","value":{"type":"Col","props":{"label":"Candidate","type":"string","data":["Ava Thompson","Marcus Lee","Priya Nair","Diego Ramos","Sofia Ivanova"]},"children":[]}}
+{"op":"add","path":"/elements/col-role","value":{"type":"Col","props":{"label":"Role","type":"string","data":["Backend Engineer","Product Manager","Account Executive","DevOps Engineer","Growth Marketer"]},"children":[]}}
+{"op":"add","path":"/elements/col-day","value":{"type":"Col","props":{"label":"Day","type":"string","data":["Mon 10:00","Tue 14:30","Wed 11:00","Thu 09:30","Fri 15:00"]},"children":[]}}
+{"op":"add","path":"/elements/col-stage","value":{"type":"Col","props":{"label":"Stage","type":"string","data":["Interview","Screening","Interview","Offer","Screening"]},"children":[]}}
+{"op":"add","path":"/elements/attrition","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attrition-head","attrition-chart"]}}
+{"op":"add","path":"/elements/attrition-head","value":{"type":"Heading","props":{"text":"Attrition — Past 6 Months","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":["Jan","Feb","Mar","Apr","May","Jun"],"series":["attrition-series"],"variant":"natural","xLabel":"Month","yLabel":"Attrition %"},"children":[]}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Attrition %","values":[1.8,2.1,1.6,2.4,1.9,1.5]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..c2bcb6296
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","row1","row2","open-roles-section","interviews-section","charts-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-text","new-role-dialog"]}}
+{"op":"add","path":"/elements/header-text","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"Q2 recruiting dashboard"},"children":[]}}
+{"op":"add","path":"/elements/new-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open New Role","title":"Create New Role","description":"Define a new open position to add to the pipeline.","content":["nr-form"]},"children":[]}}
+{"op":"add","path":"/elements/nr-form","value":{"type":"Form","props":{"name":"newRole","buttons":"nr-buttons","fields":["nr-title-fc","nr-dept-fc","nr-count-fc"]},"children":[]}}
+{"op":"add","path":"/elements/nr-title-fc","value":{"type":"FormControl","props":{"label":"Role Title","input":"nr-title-input"},"children":[]}}
+{"op":"add","path":"/elements/nr-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Backend Engineer","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","openings":1}}
+{"op":"add","path":"/elements/nr-dept-fc","value":{"type":"FormControl","props":{"label":"Department","input":"nr-dept-select"},"children":[]}}
+{"op":"add","path":"/elements/nr-dept-select","value":{"type":"Select","props":{"name":"department","placeholder":"Select department","value":{"$bindState":"/newRole/department"},"items":["nr-d1","nr-d2","nr-d3","nr-d4","nr-d5"]},"children":[]}}
+{"op":"add","path":"/elements/nr-d1","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/nr-d2","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/nr-d3","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/nr-d4","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/nr-d5","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"},"children":[]}}
+{"op":"add","path":"/elements/nr-count-fc","value":{"type":"FormControl","props":{"label":"Openings","input":"nr-count-input"},"children":[]}}
+{"op":"add","path":"/elements/nr-count-input","value":{"type":"Input","props":{"name":"openings","type":"number","value":{"$bindState":"/newRole/openings"}},"children":[]}}
+{"op":"add","path":"/elements/nr-buttons","value":{"type":"Buttons","props":{"buttons":["nr-submit"]},"children":[]}}
+{"op":"add","path":"/elements/nr-submit","value":{"type":"Button","props":{"label":"Create Role","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","role":{"$state":"/newRole/title"},"department":{"$state":"/newRole/department"},"openings":{"$state":"/newRole/openings"},"status":"Open"}}}},"children":[]}}
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+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-headcount","m-open","m-tth","m-interviews"]}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..39a1838f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,72 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..455088065
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Analytics","subtitle":"Learner engagement and course performance overview"},"children":[]}}
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+{"op":"add","path":"/elements/cohort-label","value":{"type":"Label","props":{"text":"Cohort:"},"children":[]}}
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+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-active","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-active-label","metric-active-value","metric-active-tag"]}}
+{"op":"add","path":"/elements/metric-active-label","value":{"type":"TextContent","props":{"text":"Active Learners This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-active-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/activeLearners}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-active-tag","value":{"type":"Tag","props":{"text":"+12% vs last week","variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/metric-completion-label","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/completionRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-progress","value":{"type":"Progress","props":{"value":68,"label":"68% of enrolled learners"},"children":[]}}
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+{"op":"add","path":"/elements/courses-rank-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Intro to Data Science","Advanced JavaScript","UX Design Fundamentals","Cloud Architecture","Project Management 101"],"series":["series-enrollment"],"xLabel":"Enrollments"},"children":[]}}
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+{"op":"add","path":"/elements/at-risk-alert","value":{"type":"Alert","props":{"title":"6 learners flagged","description":"Low activity, missed deadlines, or declining quiz scores over the past 2 weeks.","variant":"warning"},"children":[]}}
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+{"op":"add","path":"/elements/at-risk-detail","value":{"type":"TextContent","props":{"text":{"$template":"Last active ${lastActive} · Quiz avg ${quizScore}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-tag","value":{"type":"Tag","props":{"text":{"$item":"risk"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/atRisk","value":[]}
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+{"op":"add","path":"/elements/message-header","value":{"type":"Heading","props":{"text":"Message a Cohort","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/msg-fc-body","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-area"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-area","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message...","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..19d9efb0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","cohort-filter","metrics-row","charts-row","risk-section","message-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Analytics","subtitle":"Learning performance and engagement overview"}}}
+{"op":"add","path":"/elements/cohort-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["cohort-label","cohort-select"]}}
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+{"op":"add","path":"/elements/c-support","value":{"type":"SelectItem","props":{"value":"support","label":"Support"}}}
+{"op":"add","path":"/elements/c-onboard","value":{"type":"SelectItem","props":{"value":"onboard","label":"New Hires"}}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-active","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-active-label","metric-active-value","metric-active-badge"]}}
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+{"op":"add","path":"/elements/metric-active-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/activeLearners}"},"level":"h1"}}}
+{"op":"add","path":"/elements/metric-active-badge","value":{"type":"Badge","props":{"text":"+8% vs last week","variant":"secondary"}}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":1284,"completionRate":72,"avgQuizScore":84}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-completion-label","metric-completion-value","metric-completion-progress"]}}
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+{"op":"add","path":"/elements/mc-onboard","value":{"type":"SelectItem","props":{"value":"onboard","label":"New Hires"}}}
+{"op":"add","path":"/state/message","value":{"cohort":"","body":""}}
+{"op":"add","path":"/elements/msg-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-input","hint":"Sent as an in-app notification and email."},"children":[]}}
+{"op":"add","path":"/elements/msg-body-input","value":{"type":"TextArea","props":{"name":"msgBody","placeholder":"Write your message to the cohort...","rows":4,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/msg-send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/message/sent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..dab01bf6f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","cohort-filter","metrics-row","chart-section","enrollment-section","risk-section","message-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Analytics","subtitle":"Learning platform performance overview"}}}
+{"op":"add","path":"/elements/cohort-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["cohort-label","cohort-select"]}}
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+{"op":"add","path":"/elements/co-2024","value":{"type":"SelectItem","props":{"value":"cohort2024","label":"New Hires 2024"}}}
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+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-completion-label","metric-completion-value","metric-completion-bar"]}}
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+{"op":"add","path":"/elements/fc-target","value":{"type":"FormControl","props":{"label":"Target cohort","input":"msg-cohort-select"}}}
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+{"op":"add","path":"/state/msgCohort","value":""}
+{"op":"add","path":"/elements/fc-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-subject"}}}
+{"op":"add","path":"/elements/msg-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Message subject","value":{"$bindState":"/msgSubject"}}}}
+{"op":"add","path":"/state/msgSubject","value":""}
+{"op":"add","path":"/elements/fc-body","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body"}}}
+{"op":"add","path":"/elements/msg-body","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message to the cohort...","rows":4,"value":{"$bindState":"/msgBody"}}}}
+{"op":"add","path":"/state/msgBody","value":""}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send to Cohort","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/msgSent","value":true}}}}}
+{"op":"add","path":"/state/msgSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..9a390754d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","cohort-filter","metrics-row","charts-row","risk-section","message-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Analytics","subtitle":"Performance overview and learner engagement"}}}
+
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..c629588e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,67 @@
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+{"op":"add","path":"/elements/headercontrols","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["rangeselect","exportbtn"]}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..5332687be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,54 @@
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+{"op":"add","path":"/elements/dr-custom","value":{"type":"SelectItem","props":{"value":"custom","label":"Custom range"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..824aea33a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,62 @@
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+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Marketing Weekly Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Showing data for: ${/dateRange}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["range-select","export-btn"]}}
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+{"op":"add","path":"/elements/r30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/r90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/rqtr","value":{"type":"SelectItem","props":{"value":"This quarter","label":"This quarter"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"Last 30 days"}
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+{"op":"add","path":"/elements/kpi-visitors-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitorsTotal"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/visitors-head","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors"},"children":[]}}
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+{"op":"add","path":"/elements/source-share","value":{"type":"Tag","props":{"text":{"$template":"${share}%"},"variant":"info","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["Active","Active","Active","Active","Active"]},"children":[]}}
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+{"op":"add","path":"/state/exported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..1917d3cfe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,58 @@
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+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","metrics-row","charts-row","sources-card","campaigns-card"]}}
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+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Weekly Marketing Dashboard","subtitle":"Performance overview and campaign tracking"},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","variant":"sunk"},"children":["daterange-control","export-callout"]}}
+{"op":"add","path":"/elements/daterange-control","value":{"type":"FormControl","props":{"label":"Date Range","input":"daterange-select","hint":"Adjust the reporting period"},"children":[]}}
+{"op":"add","path":"/elements/daterange-select","value":{"type":"Select","props":{"name":"dateRange","items":["dr1","dr2","dr3","dr4"],"value":{"$bindState":"/dateRange"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/dr1","value":{"type":"SelectItem","props":{"value":"7d","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/dr2","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/dr3","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/dr4","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"30d"}
+{"op":"add","path":"/elements/export-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report Exported","description":"Your report has been generated and downloaded."},"visible":{"$state":"/exported"},"children":[]}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-visitors","metric-conversion","metric-subscribers","metric-best-campaign"]}}
+{"op":"add","path":"/elements/metric-visitors","props":{},"value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mv-label","mv-value","mv-sub"]}}
+{"op":"add","path":"/elements/mv-label","value":{"type":"TextContent","props":{"text":"Site Visitors (30d)","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/mv-sub","value":{"type":"Badge","props":{"text":"+12.4% vs prev","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-conversion","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mc-label","mc-value","mc-sub"]}}
+{"op":"add","path":"/elements/mc-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mc-value","value":{"type":"Heading","props":{"text":"3.8%","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/mc-sub","value":{"type":"Badge","props":{"text":"+0.6 pts","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-subscribers","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["ms-label","ms-value","ms-progress"]}}
+{"op":"add","path":"/elements/ms-label","value":{"type":"TextContent","props":{"text":"Email Subscribers (this month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ms-value","value":{"type":"Heading","props":{"text":"+2,140","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/ms-progress","value":{"type":"Progress","props":{"value":71,"label":"71% to goal of 3,000"},"children":[]}}
+{"op":"add","path":"/elements/metric-best-campaign","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mb-label","mb-value","mb-tag"]}}
+{"op":"add","path":"/elements/mb-label","value":{"type":"TextContent","props":{"text":"Best Performing Campaign","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mb-value","value":{"type":"Heading","props":{"text":"Summer Sale 2024","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/mb-tag","value":{"type":"Tag","props":{"text":"ROAS 5.2x","variant":"success","size":"md"},"children":[]}}
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+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":[31200,33800,36400,41430]},"children":[]}}
+{"op":"add","path":"/elements/subs-header","value":{"type":"Heading","props":{"text":"Email Subscriber Growth — This Month","level":"h4"},"children":[]}}
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+{"op":"add","path":"/elements/subs-series","value":{"type":"Series","props":{"category":"New Subscribers","values":[420,560,510,650]},"children":[]}}
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+{"op":"add","path":"/elements/sources-header","value":{"type":"Heading","props":{"text":"Top 5 Traffic Sources","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/sources-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Organic Search","Direct","Social","Paid Ads","Referral"],"series":["sources-series"],"xLabel":"Share (%)"},"children":[]}}
+{"op":"add","path":"/elements/sources-series","value":{"type":"Series","props":{"category":"Share %","values":[38,24,18,14,6]},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["campaigns-header","best-callout","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"Heading","props":{"text":"Running Campaigns","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/best-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"🏆 Best Performer: Summer Sale 2024","description":"Highest ROAS at 5.2x with $12,400 spend and 1,820 conversions."},"children":[]}}
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+{"op":"add","path":"/elements/campaign-spend","value":{"type":"Tag","props":{"text":{"$template":"Spend ${spend}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"1","name":"Summer Sale 2024","status":"Active","roas":"5.2","spend":"$12,400"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"2","name":"Back to School","status":"Active","roas":"3.4","spend":"$8,900"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"3","name":"Brand Awareness Q3","status":"Active","roas":"2.1","spend":"$15,200"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..3a960c21f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","charts-row","filters","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Operations Desk","subtitle":"Live e-commerce order monitoring"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-orders","metric-revenue","metric-aov","metric-refund"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-orders-label","metric-orders-value"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/ordersToday}"},"level":"h2"}}}
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+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/revenueToday}"},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-aov-label","metric-aov-value"]}}
+{"op":"add","path":"/elements/metric-aov-label","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/metric-aov-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/avgOrderValue}"},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-refund-label","metric-refund-value"]}}
+{"op":"add","path":"/elements/metric-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/metric-refund-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/refundRate}%"},"level":"h2"}}}
+{"op":"add","path":"/state/stats","value":{"ordersToday":142,"revenueToday":"18,430","avgOrderValue":"129.79","refundRate":"3.4"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["charts-header","volume-chart"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"Heading","props":{"text":"Order Volume — Past 4 Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["volume-series"],"xLabel":"Week","yLabel":"Orders"}}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":[820,910,875,1042]}}}
+{"op":"add","path":"/elements/filters","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["search-control","status-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by Customer","input":"search-input"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Customer name...","type":"text","value":{"$bindState":"/filters/search"}}}}
+{"op":"add","path":"/state/filters","value":{"search":"","status":""}}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"}}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All statuses","value":{"$bindState":"/filters/status"},"items":["st-all","st-pending","st-fulfilled","st-shipped","st-refunded"]}}}
+{"op":"add","path":"/elements/st-all","value":{"type":"SelectItem","props":{"value":"","label":"All statuses"}}}
+{"op":"add","path":"/elements/st-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"}}}
+{"op":"add","path":"/elements/st-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"}}}
+{"op":"add","path":"/elements/st-shipped","value":{"type":"SelectItem","props":{"value":"Shipped","label":"Shipped"}}}
+{"op":"add","path":"/elements/st-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"}}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h4"}}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["order-info","order-total","order-status","order-action"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small"}}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/order-action","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"10432","customer":"Amelia Carter","total":"189.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"10431","customer":"Marcus Reid","total":"74.50","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"10430","customer":"Sofia Nguyen","total":"312.20","status":"Shipped"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"10429","customer":"James Okafor","total":"58.99","status":"Refunded"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"10428","customer":"Priya Patel","total":"245.75","status":"Pending"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"10427","customer":"Liam Foster","total":"99.00","status":"Fulfilled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..92fe9b1c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","charts-row","controls","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Operations Desk","subtitle":"Real-time order monitoring & fulfillment"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["metric-orders","metric-revenue","metric-aov","metric-refund"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-orders-label","metric-orders-value"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/ordersToday}"},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-revenue-label","metric-revenue-value"]}}
+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/revenueToday}"},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-aov-label","metric-aov-value"]}}
+{"op":"add","path":"/elements/metric-aov-label","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/metric-aov-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/avgOrderValue}"},"level":"h2"}}}
+{"op":"add","path":"/elements/metric-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-refund-label","metric-refund-value"]}}
+{"op":"add","path":"/elements/metric-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/metric-refund-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/refundRate}%"},"level":"h2"}}}
+{"op":"add","path":"/state/stats","value":{"ordersToday":142,"revenueToday":"18,940","avgOrderValue":"133.38","refundRate":"3.2"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["charts-header","volume-chart"]}}
+{"op":"add","path":"/elements/charts-header","value":{"type":"Heading","props":{"text":"Order Volume — Past Four Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["volume-series"],"xLabel":"Week","yLabel":"Orders"}}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":[820,910,875,1024]}}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["search-control","status-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by Customer","input":"search-input"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Customer name...","type":"text","value":{"$bindState":"/filters/search"}}}}
+{"op":"add","path":"/state/filters","value":{"search":"","status":"all"}}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"}}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All statuses","value":{"$bindState":"/filters/status"},"items":["opt-all","opt-pending","opt-processing","opt-fulfilled","opt-refunded"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Statuses"}}}
+{"op":"add","path":"/elements/opt-pending","value":{"type":"SelectItem","props":{"value":"pending","label":"Pending"}}}
+{"op":"add","path":"/elements/opt-processing","value":{"type":"SelectItem","props":{"value":"processing","label":"Processing"}}}
+{"op":"add","path":"/elements/opt-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"}}}
+{"op":"add","path":"/elements/opt-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"}}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"}}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["order-info","order-total","order-status","order-action"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small"}}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"default"}}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/order-action","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"10241","customer":"Ava Thompson","total":"249.00","status":"pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"10242","customer":"Liam Chen","total":"89.50","status":"processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"10243","customer":"Sofia Martinez","total":"412.75","status":"fulfilled"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"10244","customer":"Noah Patel","total":"134.20","status":"pending"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"10245","customer":"Emma Johnson","total":"67.99","status":"refunded"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"10246","customer":"Oliver Kim","total":"318.00","status":"processing"}}
+{"op":"add","path":"/state/orders/6","value":{"id":"10247","customer":"Mia Rodriguez","total":"199.99","status":"pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..dd42eb0e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","chart-card","filters","orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Operations Desk","subtitle":"E-commerce order fulfillment overview"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-orders","m-revenue","m-aov","m-refund"]}}
+{"op":"add","path":"/elements/m-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-orders-label","m-orders-value"]}}
+{"op":"add","path":"/elements/m-orders-label","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"}}}
+{"op":"add","path":"/elements/m-orders-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/ordersToday}"},"level":"h2"}}}
+{"op":"add","path":"/state/stats","value":{"ordersToday":128,"revenueToday":24680,"aov":192.81,"refundRate":3.4}}
+{"op":"add","path":"/elements/m-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-revenue-label","m-revenue-value"]}}
+{"op":"add","path":"/elements/m-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/m-revenue-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/revenueToday}"},"level":"h2"}}}
+{"op":"add","path":"/elements/m-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-aov-label","m-aov-value"]}}
+{"op":"add","path":"/elements/m-aov-label","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"}}}
+{"op":"add","path":"/elements/m-aov-value","value":{"type":"Heading","props":{"text":{"$template":"$${/stats/aov}"},"level":"h2"}}}
+{"op":"add","path":"/elements/m-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-refund-label","m-refund-value"]}}
+{"op":"add","path":"/elements/m-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"}}}
+{"op":"add","path":"/elements/m-refund-value","value":{"type":"Heading","props":{"text":{"$template":"${/stats/refundRate}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-title","volume-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Order Volume — Past Four Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["volume-series"],"xLabel":"Week","yLabel":"Orders"}}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":[642,718,689,801]}}}
+{"op":"add","path":"/elements/filters","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"end"},"children":["fc-search","fc-status"]}}
+{"op":"add","path":"/elements/fc-search","value":{"type":"FormControl","props":{"label":"Search by Customer","input":"search-input"}}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"Customer name...","value":{"$bindState":"/filters/search"}}}}
+{"op":"add","path":"/state/filters","value":{"search":"","status":"All"}}
+{"op":"add","path":"/elements/fc-status","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"}}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"status","items":["opt-all","opt-pending","opt-fulfilled","opt-refunded"],"value":{"$bindState":"/filters/status"}}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All"}}}
+{"op":"add","path":"/elements/opt-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"}}}
+{"op":"add","path":"/elements/opt-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"}}}
+{"op":"add","path":"/elements/opt-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"}}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-title","orders-list"]}}
+{"op":"add","path":"/elements/orders-title","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"}}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["order-info","order-total","order-status","order-action"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small"}}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/order-action","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-10231","customer":"Amelia Carter","total":248.50,"status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-10232","customer":"James Whitfield","total":89.99,"status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-10233","customer":"Priya Nair","total":412.00,"status":"Pending"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-10234","customer":"Marcus Lee","total":156.75,"status":"Refunded"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-10235","customer":"Sofia Ramirez","total":73.20,"status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-10236","customer":"Daniel Kim","total":329.99,"status":"Pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..85fbe6daf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,48 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","chart-card","filters","orders-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Operations Desk","subtitle":"E-commerce fulfillment & performance overview"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-orders","m-revenue","m-aov","m-refund"]}}
+{"op":"add","path":"/elements/m-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-orders-label","m-orders-val"]}}
+{"op":"add","path":"/elements/m-orders-label","value":{"type":"TextContent","props":{"text":"Orders Placed Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-orders-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/ordersToday}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-revenue-label","m-revenue-val"]}}
+{"op":"add","path":"/elements/m-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-revenue-val","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/revenueToday}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-aov-label","m-aov-val"]}}
+{"op":"add","path":"/elements/m-aov-label","value":{"type":"TextContent","props":{"text":"Average Order Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-aov-val","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/aov}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/m-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-refund-label","m-refund-val"]}}
+{"op":"add","path":"/elements/m-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/m-refund-val","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/refundRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":142,"revenueToday":"18,940","aov":"133.38","refundRate":"3.2"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-title","volume-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Order Volume — Past Four Weeks","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["volume-series"],"xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":[820,910,875,1024]},"children":[]}}
+{"op":"add","path":"/elements/filters","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"end"},"children":["search-fc","status-fc"]}}
+{"op":"add","path":"/elements/search-fc","value":{"type":"FormControl","props":{"label":"Search by Customer","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Customer name...","type":"text","value":{"$bindState":"/filters/search"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"search":"","status":"all"}}
+{"op":"add","path":"/elements/status-fc","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","items":["st-all","st-pending","st-fulfilled","st-refunded"],"placeholder":"All statuses","value":{"$bindState":"/filters/status"}},"children":[]}}
+{"op":"add","path":"/elements/st-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Statuses"},"children":[]}}
+{"op":"add","path":"/elements/st-pending","value":{"type":"SelectItem","props":{"value":"pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/st-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/st-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-title","orders-list"]}}
+{"op":"add","path":"/elements/orders-title","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-info","order-total","order-status","order-action"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$template":"${customer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/order-action","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-10432","customer":"Amelia Chen","total":"249.00","status":"pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-10431","customer":"Marcus Webb","total":"89.50","status":"fulfilled"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-10430","customer":"Priya Natarajan","total":"412.75","status":"pending"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-10429","customer":"David Okafor","total":"56.20","status":"refunded"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-10428","customer":"Sofia Rossi","total":"178.90","status":"fulfilled"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-10427","customer":"James Patterson","total":"324.00","status":"pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..d5cd76570
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r1.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-filter","top-metrics","charts","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — Payments API","subtitle":"On-call dashboard · Live status overview"}}}
+{"op":"add","path":"/elements/region-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Region"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/region"},"items":["r-all","r-us-east","r-us-west","r-eu","r-apac"]},"children":["r-all","r-us-east","r-us-west","r-eu","r-apac"]}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"}}}
+{"op":"add","path":"/elements/r-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US East"}}}
+{"op":"add","path":"/elements/r-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US West"}}}
+{"op":"add","path":"/elements/r-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"EU"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"APAC"}}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["uptime-card","errorrate-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-title","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"text":"Uptime — This Quarter","size":"small-heavy"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/uptime/percent}%"},"level":"h1"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percent"},"label":{"$template":"SLA target ${/uptime/target}%"}}}}
+{"op":"add","path":"/state/uptime","value":{"percent":99.97,"target":99.9}}
+{"op":"add","path":"/elements/errorrate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["errorrate-title","errorrate-value","errorrate-badge"]}}
+{"op":"add","path":"/elements/errorrate-title","value":{"type":"TextContent","props":{"text":"Error Rate — Now","size":"small-heavy"}}}
+{"op":"add","path":"/elements/errorrate-value","value":{"type":"Heading","props":{"text":{"$template":"${/errorRate/current}%"},"level":"h1"}}}
+{"op":"add","path":"/elements/errorrate-badge","value":{"type":"Badge","props":{"text":"Elevated (5xx)","variant":"destructive"}}}
+{"op":"add","path":"/state/errorRate","value":{"current":1.42}}
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["charts-heading","usage-chart"]}}
+{"op":"add","path":"/elements/charts-heading","value":{"type":"Heading","props":{"text":"CPU & Memory — Past 24h","level":"h3"}}}
+{"op":"add","path":"/elements/usage-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["cpu-series","mem-series"],"variant":"natural","xLabel":"Time","yLabel":"% Utilization"},"children":["cpu-series","mem-series"]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU %","values":[42,38,35,55,68,72,64,58,61]}}}
+{"op":"add","path":"/elements/mem-series","value":{"type":"Series","props":{"category":"Memory %","values":[55,54,53,60,66,70,71,69,72]}}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-sev","incident-ack"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${region} · opened ${opened} · ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"sevVariant"},"size":"md"}}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-4821","title":"Payment gateway timeouts","region":"us-east","opened":"14m ago","status":"Investigating","severity":"SEV1","sevVariant":"danger","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-4818","title":"Elevated 5xx on checkout","region":"eu","opened":"38m ago","status":"Identified","severity":"SEV2","sevVariant":"warning","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-4805","title":"Cache node replication lag","region":"apac","opened":"1h 12m ago","status":"Monitoring","severity":"SEV3","sevVariant":"info","acknowledged":true}}
+{"op":"add","path":"/elements/endpoints-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["endpoints-heading","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-heading","value":{"type":"Heading","props":{"text":"Slowest Endpoints (p95 latency)","level":"h3"}}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-latency","col-calls"]},"children":["col-endpoint","col-latency","col-calls"]}}
+{"op":"add","path":"/elements/col-endpoint","value":{"type":"Col","props":{"label":"Endpoint","type":"string","data":["POST /v1/charges","GET /v1/balance","POST /v1/refunds","GET /v1/customers","POST /v1/payouts"]}}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"p95 Latency (ms)","type":"number","data":[1840,1420,1190,970,880]}}}
+{"op":"add","path":"/elements/col-calls","value":{"type":"Col","props":{"label":"Calls/min","type":"number","data":[3200,5400,880,2100,640]}}}
+{"op":"add","path":"/elements/alert-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-heading","alert-slider","alert-current","alert-save"]}}
+{"op":"add","path":"/elements/alert-heading","value":{"type":"Heading","props":{"text":"Alert Threshold","level":"h3"}}}
+{"op":"add","path":"/elements/alert-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":0,"max":10,"step":0.5,"label":"Error rate alert (%)","value":{"$bindState":"/alertThreshold"},"defaultValue":[2]}}}
+{"op":"add","path":"/elements/alert-current","value":{"type":"TextContent","props":{"text":{"$template":"Notify on-call when error rate exceeds ${/alertThreshold}%"},"size":"small"}}}
+{"op":"add","path":"/state/alertThreshold","value":2}
+{"op":"add","path":"/elements/alert-save","value":{"type":"Button","props":{"label":"Save Threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSaved","value":true}}}}}
+{"op":"add","path":"/state/alertSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..a1f2304b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r2.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-filter","top-metrics","charts","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — Payments API","subtitle":"On-call view · Live status"}}}
+
+{"op":"add","path":"/elements/region-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Region"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","value":{"$bindState":"/region"},"items":["r-all","r-us-east","r-us-west","r-eu","r-apac"]},"children":["r-all","r-us-east","r-us-west","r-eu","r-apac"]}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US East"}}}
+{"op":"add","path":"/elements/r-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US West"}}}
+{"op":"add","path":"/elements/r-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"APAC"}}}
+{"op":"add","path":"/state/region","value":"all"}
+
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["uptime-card","errorrate-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["uptime-heading","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"TextContent","props":{"text":"Uptime This Quarter","size":"small-heavy"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/uptime}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.98,"label":"SLA target 99.95%"}}}
+{"op":"add","path":"/state/uptime","value":"99.98"}
+{"op":"add","path":"/elements/errorrate-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["errorrate-heading","errorrate-value","errorrate-tag"]}}
+{"op":"add","path":"/elements/errorrate-heading","value":{"type":"TextContent","props":{"text":"Error Rate (now)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/errorrate-value","value":{"type":"Heading","props":{"text":{"$template":"${/errorRate}%"},"level":"h2"}}}
+{"op":"add","path":"/state/errorRate","value":"0.42"}
+{"op":"add","path":"/elements/errorrate-tag","value":{"type":"Tag","props":{"text":"Elevated","variant":"warning","size":"md"}}}
+
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["charts-heading","resource-chart"]}}
+{"op":"add","path":"/elements/charts-heading","value":{"type":"Heading","props":{"text":"CPU & Memory — Past 24 Hours","level":"h3"}}}
+{"op":"add","path":"/elements/resource-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],"series":["cpu-series","mem-series"],"variant":"natural","xLabel":"Hour","yLabel":"% Utilization"}}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU %","values":[41,38,35,52,68,74,71,63,58]}}}
+{"op":"add","path":"/elements/mem-series","value":{"type":"Series","props":{"category":"Memory %","values":[55,54,53,58,64,69,72,70,67]}}}
+
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-sev","incident-ack"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${region} · ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-1042","title":"Elevated 5xx on checkout","severity":"SEV1","region":"us-east","status":"Investigating","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-1039","title":"DB replica lag spike","severity":"SEV2","region":"eu","status":"Monitoring","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-1035","title":"Cache eviction storm","severity":"SEV3","region":"apac","status":"Identified","acknowledged":true}}
+
+{"op":"add","path":"/elements/endpoints-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["endpoints-heading","endpoints-chart"]}}
+{"op":"add","path":"/elements/endpoints-heading","value":{"type":"Heading","props":{"text":"5 Slowest Endpoints (p95 latency)","level":"h3"}}}
+{"op":"add","path":"/elements/endpoints-chart","value":{"type":"HorizontalBarChart","props":{"labels":["POST /checkout","GET /orders/{id}","POST /refunds","GET /wallet/balance","POST /payouts"],"series":["latency-series"],"xLabel":"ms","yLabel":"Endpoint"}}}
+{"op":"add","path":"/elements/latency-series","value":{"type":"Series","props":{"category":"p95 latency (ms)","values":[842,610,588,431,377]}}}
+
+{"op":"add","path":"/elements/alert-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["alert-heading","alert-slider","alert-save"]}}
+{"op":"add","path":"/elements/alert-heading","value":{"type":"Heading","props":{"text":"Alert Threshold","level":"h3"}}}
+{"op":"add","path":"/elements/alert-slider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0,"max":100,"step":1,"label":"Error rate alert (%)","value":{"$bindState":"/alertThreshold"}}}}
+{"op":"add","path":"/state/alertThreshold","value":[5]}
+{"op":"add","path":"/elements/alert-save","value":{"type":"Button","props":{"label":"Save Threshold","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSaved","value":true}}}}}
+{"op":"add","path":"/state/alertSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..8859163db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r3.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-row","metrics-row","charts-card","incidents-card","endpoints-card","alert-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — Payments API","subtitle":"On-call dashboard"}}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["region-control"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select","hint":"Narrow all metrics to one region"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/region"},"items":["reg-all","reg-us-east","reg-us-west","reg-eu","reg-apac"]}}}
+{"op":"add","path":"/elements/reg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/reg-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US East"}}}
+{"op":"add","path":"/elements/reg-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US West"}}}
+{"op":"add","path":"/elements/reg-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/reg-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"APAC"}}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["uptime-card","error-card","incidents-count-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["uptime-label","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"Uptime This Quarter","size":"small-heavy"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/uptime}%"},"level":"h2"}}}
+{"op":"add","path":"/state/uptime","value":"99.982"}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.982,"label":"SLA target: 99.9%"}}}
+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["error-label","error-value","error-tag"]}}
+{"op":"add","path":"/elements/error-label","value":{"type":"TextContent","props":{"text":"Error Rate (now)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/error-value","value":{"type":"Heading","props":{"text":{"$template":"${/errorRate}%"},"level":"h2"}}}
+{"op":"add","path":"/state/errorRate","value":"0.43"}
+{"op":"add","path":"/elements/error-tag","value":{"type":"Tag","props":{"text":"Elevated","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/elements/incidents-count-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["ic-label","ic-value","ic-tag"]}}
+{"op":"add","path":"/elements/ic-label","props":{},"value":{"type":"TextContent","props":{"text":"Open Incidents","size":"small-heavy"}}}
+{"op":"add","path":"/elements/ic-value","value":{"type":"Heading","props":{"text":"3","level":"h2"}}}
+{"op":"add","path":"/elements/ic-tag","value":{"type":"Tag","props":{"text":"1 critical","variant":"danger","size":"sm"}}}
+{"op":"add","path":"/elements/charts-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["charts-head","resource-chart"]}}
+{"op":"add","path":"/elements/charts-head","value":{"type":"Heading","props":{"text":"CPU & Memory — Past 24 Hours","level":"h3"}}}
+{"op":"add","path":"/elements/resource-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["cpu-series","mem-series"],"variant":"natural","xLabel":"Time","yLabel":"% Usage"}}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU %","values":[42,38,35,55,68,72,64,58,61]}}}
+{"op":"add","path":"/elements/mem-series","value":{"type":"Series","props":{"category":"Memory %","values":[55,54,53,60,66,70,71,69,68]}}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-head","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-head","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-actions"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$template":"${title}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"Severity: ${severity} · Region: ${region} · Status: ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["incident-sev-tag","ack-button"]}}
+{"op":"add","path":"/elements/incident-sev-tag","value":{"type":"Tag","props":{"text":{"$template":"${severity}"},"size":"sm","variant":"danger"}}}
+{"op":"add","path":"/elements/ack-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1","title":"Checkout latency spike","severity":"Critical","region":"us-east","status":"Investigating","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","title":"Elevated 5xx on refunds endpoint","severity":"High","region":"eu","status":"Identified","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-3","title":"Cache node memory pressure","severity":"Medium","region":"apac","status":"Monitoring","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["endpoints-head","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-head","value":{"type":"Heading","props":{"text":"5 Slowest Endpoints","level":"h3"}}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-latency","col-p99"]}}}
+{"op":"add","path":"/elements/col-endpoint","value":{"type":"Col","props":{"label":"Endpoint","type":"string","data":["POST /v1/charges","GET /v1/balance","POST /v1/refunds","GET /v1/payouts","POST /v1/transfers"]}}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"Avg Latency (ms)","type":"number","data":[842,731,689,612,548]}}}
+{"op":"add","path":"/elements/col-p99","value":{"type":"Col","props":{"label":"p99 (ms)","type":"number","data":[1980,1620,1450,1310,1120]}}}
+{"op":"add","path":"/elements/alert-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-head","alert-slider","alert-metric-select","alert-save"]}}
+{"op":"add","path":"/elements/alert-head","value":{"type":"Heading","props":{"text":"Alert Threshold","level":"h3"}}}
+{"op":"add","path":"/elements/alert-slider","value":{"type":"Slider","props":{"name":"threshold","variant":"discrete","min":0,"max":100,"step":1,"label":"Trigger alert above (%)","value":{"$bindState":"/alertThreshold"},"defaultValue":[80]}}}
+{"op":"add","path":"/state/alertThreshold","value":[80]}
+{"op":"add","path":"/elements/alert-metric-select","value":{"type":"FormControl","props":{"label":"Metric","input":"alert-metric-input","hint":"Which metric this threshold applies to"}}}
+{"op":"add","path":"/elements/alert-metric-input","value":{"type":"Select","props":{"name":"alertMetric","placeholder":"Select metric","value":{"$bindState":"/alertMetric"},"items":["am-cpu","am-mem","am-error"]}}}
+{"op":"add","path":"/elements/am-cpu","value":{"type":"SelectItem","props":{"value":"cpu","label":"CPU Usage"}}}
+{"op":"add","path":"/elements/am-mem","value":{"type":"SelectItem","props":{"value":"mem","label":"Memory Usage"}}}
+{"op":"add","path":"/elements/am-error","value":{"type":"SelectItem","props":{"value":"error","label":"Error Rate"}}}
+{"op":"add","path":"/state/alertMetric","value":"cpu"}
+{"op":"add","path":"/elements/alert-save","value":{"type":"Button","props":{"label":"Save Alert Threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSaved","value":true}}}}}
+{"op":"add","path":"/state/alertSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..42f236d21
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b3-server__r4.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-row","metrics-row","charts-card","incidents-card","latency-card","alert-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health — Payments API","subtitle":"On-call dashboard"}}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Region"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/region"},"items":["reg-all","reg-us-east","reg-us-west","reg-eu","reg-apac"]}}}
+{"op":"add","path":"/elements/reg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"}}}
+{"op":"add","path":"/elements/reg-us-east","value":{"type":"SelectItem","props":{"value":"us-east","label":"US East"}}}
+{"op":"add","path":"/elements/reg-us-west","value":{"type":"SelectItem","props":{"value":"us-west","label":"US West"}}}
+{"op":"add","path":"/elements/reg-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/reg-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia Pacific"}}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between"},"children":["uptime-metric","errorrate-metric"]}}
+{"op":"add","path":"/elements/uptime-metric","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["uptime-title","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-title","value":{"type":"TextContent","props":{"text":"Uptime (This Quarter)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/uptime}%"},"level":"h2"}}}
+{"op":"add","path":"/state/uptime","value":"99.982"}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.982,"label":"SLA target: 99.95%"}}}
+{"op":"add","path":"/elements/errorrate-metric","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["errorrate-title","errorrate-value","errorrate-badge"]}}
+{"op":"add","path":"/elements/errorrate-title","value":{"type":"TextContent","props":{"text":"Error Rate (Now)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/errorrate-value","value":{"type":"Heading","props":{"text":{"$template":"${/errorRate}%"},"level":"h2"}}}
+{"op":"add","path":"/state/errorRate","value":"0.42"}
+{"op":"add","path":"/elements/errorrate-badge","value":{"type":"Badge","props":{"text":"Elevated","variant":"destructive"}}}
+{"op":"add","path":"/elements/charts-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["charts-heading","resource-chart"]}}
+{"op":"add","path":"/elements/charts-heading","value":{"type":"Heading","props":{"text":"Resource Usage — Past 24 Hours","level":"h3"}}}
+{"op":"add","path":"/elements/resource-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","24:00"],"series":["cpu-series","mem-series"],"variant":"natural","xLabel":"Time","yLabel":"% Usage"}}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU %","values":[34,29,31,52,68,74,61,58,45]}}}
+{"op":"add","path":"/elements/mem-series","value":{"type":"Series","props":{"category":"Memory %","values":[61,60,62,65,71,78,80,77,72]}}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-sev","incident-ack"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["incident-title","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${service} • opened ${opened} • ${status}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"sevVariant"}}}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-1042","title":"Elevated 5xx on checkout service","service":"payments-api","opened":"14m ago","status":"Investigating","severity":"SEV1","sevVariant":"danger","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-1041","title":"Redis latency spike in us-west","service":"cache-cluster","opened":"38m ago","status":"Identified","severity":"SEV2","sevVariant":"warning","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-1039","title":"Intermittent DNS resolution failures","service":"edge-gateway","opened":"1h ago","status":"Monitoring","severity":"SEV3","sevVariant":"info","acknowledged":true}}
+{"op":"add","path":"/elements/latency-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["latency-heading","latency-chart"]}}
+{"op":"add","path":"/elements/latency-heading","value":{"type":"Heading","props":{"text":"Five Slowest Endpoints (p95 latency)","level":"h3"}}}
+{"op":"add","path":"/elements/latency-chart","value":{"type":"HorizontalBarChart","props":{"labels":["POST /checkout","GET /orders/history","POST /refunds","GET /accounts/balance","POST /payments/authorize"],"series":["latency-series"],"xLabel":"Latency (ms)"}}}
+{"op":"add","path":"/elements/latency-series","value":{"type":"Series","props":{"category":"p95 latency (ms)","values":[1840,1320,1105,940,880]}}}
+{"op":"add","path":"/elements/alert-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-heading","alert-slider","alert-current","alert-save"]}}
+{"op":"add","path":"/elements/alert-heading","value":{"type":"Heading","props":{"text":"Alert Threshold","level":"h3"}}}
+{"op":"add","path":"/elements/alert-slider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0,"max":5,"step":0.1,"label":"Error rate alert threshold (%)","value":{"$bindState":"/alertThreshold"},"defaultValue":[1]}}}
+{"op":"add","path":"/state/alertThreshold","value":[1]}
+{"op":"add","path":"/elements/alert-current","value":{"type":"TextContent","props":{"text":{"$template":"Alert fires when error rate exceeds ${/alertThreshold}%"},"size":"small"}}}
+{"op":"add","path":"/elements/alert-save","value":{"type":"Button","props":{"label":"Save Threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}}}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..d37be96b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,120 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","tabs-flights","delayed","gate-changes","crews","weather","connections","rebook"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-title","hub-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk","subtitle":{"$template":"Live status — ${/hub}"}}}}
+{"op":"add","path":"/state/hub","value":"DFW — Dallas/Fort Worth"}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","size":"medium","value":{"$bindState":"/hub"},"items":["hub-opt-1","hub-opt-2","hub-opt-3","hub-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-1","value":{"type":"SelectItem","props":{"value":"DFW — Dallas/Fort Worth","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-2","value":{"type":"SelectItem","props":{"value":"ORD — Chicago O'Hare","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-3","value":{"type":"SelectItem","props":{"value":"ATL — Atlanta","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-4","value":{"type":"SelectItem","props":{"value":"DEN — Denver","label":"DEN — Denver"},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["m-otp","m-load","m-turn","m-cancel"]}}
+{"op":"add","path":"/elements/m-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-otp-label","m-otp-val","m-otp-bar"]}}
+{"op":"add","path":"/elements/m-otp-label","value":{"type":"TextContent","props":{"text":"On-Time Performance Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-otp-val","value":{"type":"Heading","props":{"text":{"$template":"${/otp}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/otp","value":82}
+{"op":"add","path":"/elements/m-otp-bar","value":{"type":"Progress","props":{"value":{"$state":"/otp"},"label":"Target 85%"},"children":[]}}
+{"op":"add","path":"/elements/m-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-load-label","m-load-val","m-load-bar"]}}
+{"op":"add","path":"/elements/m-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-load-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgLoad}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/avgLoad","value":88}
+{"op":"add","path":"/elements/m-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/avgLoad"},"label":"Seats filled"},"children":[]}}
+{"op":"add","path":"/elements/m-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-turn-label","m-turn-val","m-turn-note"]}}
+{"op":"add","path":"/elements/m-turn-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-turn-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgTurnaround} min"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/avgTurnaround","value":47}
+{"op":"add","path":"/elements/m-turn-note","value":{"type":"Badge","props":{"text":"3 min under target","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/m-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-cancel-label","m-cancel-val","m-cancel-note"]}}
+{"op":"add","path":"/elements/m-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/m-cancel-val","value":{"type":"Heading","props":{"text":{"$template":"${/cancellations}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/cancellations","value":4}
+{"op":"add","path":"/elements/m-cancel-note","value":{"type":"Badge","props":{"text":"of 312 scheduled","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/tabs-flights","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-header","flights-list"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"Heading","props":{"text":"Flight Board","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["flight-info","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["flight-num","flight-route"]}}
+{"op":"add","path":"/elements/flight-num","value":{"type":"TextContent","props":{"text":{"$template":"${number}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"text":{"$template":"${route}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Tag","props":{"text":{"$template":"Gate ${gate}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"1","number":"AA 1287","route":"DFW → LAX","gate":"C21","status":"On Time"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"2","number":"AA 442","route":"DFW → JFK","gate":"A18","status":"Delayed"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"3","number":"AA 905","route":"DFW → MIA","gate":"D34","status":"Boarding"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"4","number":"AA 1601","route":"DFW → ORD","gate":"C09","status":"Delayed"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"5","number":"AA 218","route":"DFW → SFO","gate":"B12","status":"On Time"}}
+{"op":"add","path":"/state/flights/5","value":{"id":"6","number":"AA 733","route":"DFW → LHR","gate":"D40","status":"Cancelled"}}
+{"op":"add","path":"/state/flights/6","value":{"id":"7","number":"AA 512","route":"DFW → SEA","gate":"A22","status":"On Time"}}
+{"op":"add","path":"/elements/delayed","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-header","delayed-alert","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"Heading","props":{"text":"Delayed Flights","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"title":"2 flights delayed","description":"Departure gate agents notified. Review connection impact below.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-row"]}}
+{"op":"add","path":"/elements/delayed-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["delayed-info","delayed-tag"]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["delayed-num","delayed-reason"]}}
+{"op":"add","path":"/elements/delayed-num","value":{"type":"TextContent","props":{"text":{"$template":"${number} · ${route}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/delayed-reason","value":{"type":"TextContent","props":{"text":{"$template":"${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-tag","value":{"type":"Tag","props":{"text":{"$template":"+${delayMin} min"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"1","number":"AA 442","route":"DFW → JFK","reason":"Late inbound aircraft","delayMin":55}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"2","number":"AA 1601","route":"DFW → ORD","reason":"ATC ground stop at ORD","delayMin":90}}
+{"op":"add","path":"/elements/gate-changes","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gc-header","gc-list"]}}
+{"op":"add","path":"/elements/gc-header","value":{"type":"Heading","props":{"text":"Recent Gate Changes","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/gc-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gc-row"]}}
+{"op":"add","path":"/elements/gc-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["gc-flight","gc-move","gc-time"]}}
+{"op":"add","path":"/elements/gc-flight","value":{"type":"TextContent","props":{"text":{"$template":"${number}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/gc-move","value":{"type":"TextContent","props":{"text":{"$template":"${from} → ${to}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/gc-time","value":{"type":"Badge","props":{"text":{"$template":"${time}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"1","number":"AA 905","from":"D31","to":"D34","time":"08:12"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"2","number":"AA 218","from":"B08","to":"B12","time":"08:47"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"3","number":"AA 1287","from":"C25","to":"C21","time":"09:03"}}
+{"op":"add","path":"/elements/crews","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"Heading","props":{"text":"Crews Available for Reassignment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["crew-avatar","crew-info","crew-status"]}}
+{"op":"add","path":"/elements/crew-avatar","value":{"type":"Avatar","props":{"fallback":{"$template":"${initials}"}},"children":[]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["crew-name","crew-detail"]}}
+{"op":"add","path":"/elements/crew-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${role}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/crew-detail","value":{"type":"TextContent","props":{"text":{"$template":"Qualified: ${qual} · Available until ${until}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-status","value":{"type":"Tag","props":{"text":"Available","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"1","initials":"JM","name":"J. Morales","role":"Captain","qual":"B737","until":"16:00"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"2","initials":"RK","name":"R. Kaur","role":"First Officer","qual":"A321","until":"14:30"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"3","initials":"TD","name":"T. Diaz","role":"Purser","qual":"All types","until":"18:15"}}
+{"op":"add","path":"/elements/weather","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-header","weather-list"]}}
+{"op":"add","path":"/elements/weather-header","value":{"type":"Heading","props":{"text":"Weather Advisories at Hub","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-item"]}}
+{"op":"add","path":"/elements/weather-item","value":{"type":"Callout","props":{"variant":{"$item":"variant"},"title":{"$item":"title"},"description":{"$item":"description"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"1","variant":"warning","title":"Thunderstorms 11:00–14:00","description":"Convective activity expected west of field. Possible ground delays and ramp closures."}}
+{"op":"add","path":"/state/weather/1","value":{"id":"2","variant":"info","title":"Gusty winds 20–28 kt","description":"Runway 17C/35C configuration in use. Monitor crosswind limits for regional fleet."}}
+{"op":"add","path":"/elements/connections","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["conn-header","conn-list"]}}
+{"op":"add","path":"/elements/conn-header","value":{"type":"Heading","props":{"text":"Connections at Risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-row"]}}
+{"op":"add","path":"/elements/conn-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["conn-info","conn-window","conn-rebook"]}}
+{"op":"add","path":"/elements/conn-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["conn-pax","conn-legs"]}}
+{"op":"add","path":"/elements/conn-pax","value":{"type":"TextContent","props":{"text":{"$template":"${pax} pax · ${passenger}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/conn-legs","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound} (Gate ${gate})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conn-window","value":{"type":"Tag","props":{"text":{"$template":"${window} min"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/conn-rebook","value":{"type":"Button","props":{"label":"Rebook","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebooked","value":{"id":"$id","passenger":{"$item":"passenger"},"pax":{"$item":"pax"},"outbound":{"$item":"outbound"}}}}},"children":[]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"1","passenger":"Party of 3","pax":3,"inbound":"AA 442 (JFK)","outbound":"AA 218 → SFO","gate":"B12","window":18}}
+{"op":"add","path":"/state/connections/1","value":{"id":"2","passenger":"H. Osei +1","pax":2,"inbound":"AA 1601 (ORD)","outbound":"AA 512 → SEA","gate":"A22","window":12}}
+{"op":"add","path":"/state/connections/2","value":{"id":"3","passenger":"M. Chen","pax":1,"inbound":"AA 442 (JFK)","outbound":"AA 905 → MIA","gate":"D34","window":22}}
+{"op":"add","path":"/state/rebooked","value":[]}
+{"op":"add","path":"/elements/rebook","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rebook-header","rebook-form-drawer","rebook-list"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"Heading","props":{"text":"Rebook Affected Passengers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Open Rebooking Tool","title":"Rebook Passenger","description":"Assign affected passengers to alternate flights.","content":["rb-fc-pax","rb-fc-flight","rb-submit"]},"children":[]}}
+{"op":"add","path":"/elements/rb-fc-pax","value":{"type":"FormControl","props":{"label":"Passenger / Party","input":"rb-in-pax"},"children":[]}}
+{"op":"add","path":"/elements/rb-in-pax","value":{"type":"Input","props":{"name":"rbPax","placeholder":"e.g. Party of 3","value":{"$bindState":"/rbPax"}},"children":[]}}
+{"op":"add","path":"/elements/rb-fc-flight","value":{"type":"FormControl","props":{"label":"Alternate Flight","input":"rb-in-flight"},"children":[]}}
+{"op":"add","path":"/elements/rb-in-flight","value":{"type":"Select","props":{"name":"rbFlight","placeholder":"Select flight","value":{"$bindState":"/rbFlight"},"items":["rb-f1","rb-f2","rb-f3"]},"children":[]}}
+{"op":"add","path":"/elements/rb-f1","value":{"type":"SelectItem","props":{"value":"AA 218 → SFO","label":"AA 218 → SFO (14:20)"},"children":[]}}
+{"op":"add","path":"/elements/rb-f2","value":{"type":"SelectItem","props":{"value":"AA 905 → MIA","label":"AA 905 → MIA (15:05)"},"children":[]}}
+{"op":"add","path":"/elements/rb-f3","value":{"type":"SelectItem","props":{"value":"AA 512 → SEA","label":"AA 512 → SEA (16:40)"},"children":[]}}
+{"op":"add","path":"/elements/rb-submit","value":{"type":"Button","props":{"label":"Confirm Rebooking","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebooked","value":{"id":"$id","passenger":{"$state":"/rbPax"},"outbound":{"$state":"/rbFlight"}},"clearStatePath":"/rbPax"}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/rebooked","key":"id"},"children":["rebook-item-row"]}}
+{"op":"add","path":"/elements/rebook-item-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["rebook-item-text","rebook-item-tag"]}}
+{"op":"add","path":"/elements/rebook-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${passenger} → ${outbound}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/rebook-item-tag","value":{"type":"Tag","props":{"text":"Rebooked","variant":"success","size":"sm"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..bbdaf9bed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,130 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","weather","tabs","delayed-section","gate-changes","crews","connections","rebook"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","hub-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk","subtitle":{"$template":"Live status — ${/hub} • ${/date}"}}}}
+{"op":"add","path":"/state/hub","value":"ATL — Hartsfield-Jackson"}
+{"op":"add","path":"/state/date","value":"Mon, Jun 9 2025"}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","value":{"$bindState":"/hub"},"items":["hub-atl","hub-ord","hub-dfw","hub-den","hub-lax"],"size":"medium"}}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL — Hartsfield-Jackson","label":"ATL — Hartsfield-Jackson"}}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD — Chicago O'Hare","label":"ORD — Chicago O'Hare"}}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW — Dallas/Fort Worth","label":"DFW — Dallas/Fort Worth"}}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN — Denver Intl","label":"DEN — Denver Intl"}}}
+{"op":"add","path":"/elements/hub-lax","value":{"type":"SelectItem","props":{"value":"LAX — Los Angeles Intl","label":"LAX — Los Angeles Intl"}}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["kpi-otp","kpi-load","kpi-turn","kpi-cancel"]}}
+{"op":"add","path":"/elements/kpi-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-otp-h","kpi-otp-v","kpi-otp-p"]}}
+{"op":"add","path":"/elements/kpi-otp-h","value":{"type":"TextContent","props":{"text":"On-Time Performance Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-otp-v","value":{"type":"Heading","props":{"text":{"$template":"${/otp}%"},"level":"h2"}}}
+{"op":"add","path":"/state/otp","value":82}
+{"op":"add","path":"/elements/kpi-otp-p","value":{"type":"Progress","props":{"value":{"$state":"/otp"},"label":"Target 85%"}}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-load-h","kpi-load-v","kpi-load-p"]}}
+{"op":"add","path":"/elements/kpi-load-h","value":{"type":"TextContent","props":{"text":"Avg Passenger Load Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-load-v","value":{"type":"Heading","props":{"text":{"$template":"${/avgLoad}%"},"level":"h2"}}}
+{"op":"add","path":"/state/avgLoad","value":88}
+{"op":"add","path":"/elements/kpi-load-p","value":{"type":"Progress","props":{"value":{"$state":"/avgLoad"},"label":"Seats filled"}}}
+{"op":"add","path":"/elements/kpi-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-turn-h","kpi-turn-v","kpi-turn-s"]}}
+{"op":"add","path":"/elements/kpi-turn-h","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-turn-v","value":{"type":"Heading","props":{"text":{"$template":"${/avgTurn} min"},"level":"h2"}}}
+{"op":"add","path":"/state/avgTurn","value":47}
+{"op":"add","path":"/elements/kpi-turn-s","value":{"type":"TextContent","props":{"text":"Target 45 min","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-cancel-h","kpi-cancel-v","kpi-cancel-s"]}}
+{"op":"add","path":"/elements/kpi-cancel-h","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-cancel-v","value":{"type":"Heading","props":{"text":{"$template":"${/cancellations}"},"level":"h2"}}}
+{"op":"add","path":"/state/cancellations","value":6}
+{"op":"add","path":"/elements/kpi-cancel-s","value":{"type":"TextContent","props":{"text":"of 412 scheduled","size":"small"}}}
+{"op":"add","path":"/elements/weather","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-head","weather-list"]}}
+{"op":"add","path":"/elements/weather-head","value":{"type":"Heading","props":{"text":"Weather Advisories at Hub","level":"h4"}}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-item"]}}
+{"op":"add","path":"/elements/weather-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"detail"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","title":"Thunderstorm Watch — 14:00-18:00","detail":"Convective activity moving through NE sector. Expect ground stops and arrival holds.","variant":"warning"}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","title":"Low Visibility CAT II","detail":"Fog reducing RVR to 1200ft on approach. LAHSO suspended.","variant":"info"}}
+{"op":"add","path":"/state/weather/2","value":{"id":"w3","title":"Gusty Crosswinds RWY 27R","detail":"Sustained 22kt gusting 34kt. Runway config change under review.","variant":"destructive"}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-flights","tab-gate","tab-cancel"]},"children":[]}}
+{"op":"add","path":"/elements/tab-flights","value":{"type":"TabItem","props":{"value":"flights","trigger":"All Flights","content":["flights-list"]}}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["flight-info","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-info","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}** — ${route}"}}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Tag","props":{"text":{"$template":"Gate ${gate}"},"size":"sm","variant":"neutral"}}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}}}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"f1","flightNo":"DL1420","route":"ATL → JFK","gate":"B14","status":"On Time","statusVariant":"default"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"f2","flightNo":"DL0887","route":"ATL → LAX","gate":"A22","status":"Delayed","statusVariant":"destructive"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"f3","flightNo":"DL2015","route":"ATL → ORD","gate":"C09","status":"Boarding","statusVariant":"secondary"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"f4","flightNo":"DL3302","route":"ATL → MIA","gate":"D31","status":"On Time","statusVariant":"default"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"f5","flightNo":"DL0654","route":"ATL → SEA","gate":"E17","status":"Cancelled","statusVariant":"destructive"}}
+{"op":"add","path":"/state/flights/5","value":{"id":"f6","flightNo":"DL1177","route":"ATL → DFW","gate":"B07","status":"Delayed","statusVariant":"destructive"}}
+{"op":"add","path":"/state/flights/6","value":{"id":"f7","flightNo":"DL0490","route":"ATL → BOS","gate":"A05","status":"On Time","statusVariant":"default"}}
+{"op":"add","path":"/elements/tab-gate","value":{"type":"TabItem","props":{"value":"gate","trigger":"Gate Changes","content":["gate-changes-inner"]}}}
+{"op":"add","path":"/elements/gate-changes-inner","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-row"]}}
+{"op":"add","path":"/elements/gate-change-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["gc-flight","gc-move","gc-time"]}}
+{"op":"add","path":"/elements/gc-flight","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}**"}}}}
+{"op":"add","path":"/elements/gc-move","value":{"type":"TextContent","props":{"text":{"$template":"${from} → ${to}"}}}}
+{"op":"add","path":"/elements/gc-time","value":{"type":"Tag","props":{"text":{"$item":"time"},"size":"sm","variant":"info"}}}
+{"op":"add","path":"/elements/tab-cancel","value":{"type":"TabItem","props":{"value":"cancel","trigger":"Cancellations","content":["cancel-list"]}}}
+{"op":"add","path":"/elements/cancel-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/cancelled","key":"id"},"children":["cancel-row"]}}
+{"op":"add","path":"/elements/cancel-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["cx-flight","cx-reason"]}}
+{"op":"add","path":"/elements/cx-flight","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}** — ${route}"}}}}
+{"op":"add","path":"/elements/cx-reason","value":{"type":"Badge","props":{"text":{"$item":"reason"},"variant":"destructive"}}}
+{"op":"add","path":"/state/cancelled","value":[]}
+{"op":"add","path":"/state/cancelled/0","value":{"id":"cx1","flightNo":"DL0654","route":"ATL → SEA","reason":"Weather"}}
+{"op":"add","path":"/state/cancelled/1","value":{"id":"cx2","flightNo":"DL2288","route":"ATL → SFO","reason":"Crew"}}
+{"op":"add","path":"/state/cancelled/2","value":{"id":"cx3","flightNo":"DL1901","route":"ATL → EWR","reason":"Weather"}}
+{"op":"add","path":"/state/cancelled/3","value":{"id":"cx4","flightNo":"DL0733","route":"ATL → PHL","reason":"Mechanical"}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flightNo":"DL0887","from":"A22","to":"A18","time":"11:42"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flightNo":"DL3302","from":"D31","to":"D25","time":"11:20"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flightNo":"DL1420","from":"B14","to":"B16","time":"10:55"}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-head","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-head","value":{"type":"Heading","props":{"text":"Delayed Flights","level":"h4"}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-row"]}}
+{"op":"add","path":"/elements/delayed-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["dl-flight","dl-delay"]}}
+{"op":"add","path":"/elements/dl-flight","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}** — ${route} • Gate ${gate}"}}}}
+{"op":"add","path":"/elements/dl-delay","value":{"type":"Badge","props":{"text":{"$template":"+${delay} min — ${cause}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"d1","flightNo":"DL0887","route":"ATL → LAX","gate":"A18","delay":55,"cause":"Weather"}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"d2","flightNo":"DL1177","route":"ATL → DFW","gate":"B07","delay":30,"cause":"Late inbound"}}
+{"op":"add","path":"/state/delayed/2","value":{"id":"d3","flightNo":"DL2440","route":"ATL → DEN","gate":"C15","delay":25,"cause":"Crew"}}
+{"op":"add","path":"/elements/gate-changes","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gate-changes-head","gate-changes-recent"]}}
+{"op":"add","path":"/elements/gate-changes-head","value":{"type":"Heading","props":{"text":"Recent Gate Changes","level":"h4"}}}
+{"op":"add","path":"/elements/gate-changes-recent","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-row2"]}}
+{"op":"add","path":"/elements/gate-change-row2","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["gc2-flight","gc2-move","gc2-time"]}}
+{"op":"add","path":"/elements/gc2-flight","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}**"}}}}
+{"op":"add","path":"/elements/gc2-move","value":{"type":"TextContent","props":{"text":{"$template":"${from} → ${to}"}}}}
+{"op":"add","path":"/elements/gc2-time","value":{"type":"Tag","props":{"text":{"$item":"time"},"size":"sm","variant":"info"}}}
+{"op":"add","path":"/elements/crews","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crews-head","crews-list"]}}
+{"op":"add","path":"/elements/crews-head","value":{"type":"Heading","props":{"text":"Crews Available for Reassignment","level":"h4"}}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["crew-info","crew-status"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"**${crewId}** — ${role} • Duty left ${dutyLeft}h"}}}}
+{"op":"add","path":"/elements/crew-status","value":{"type":"Badge","props":{"text":{"$item":"base"},"variant":"secondary"}}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"c1","crewId":"CRW-4471","role":"Full crew (2 pilots, 4 FA)","dutyLeft":7,"base":"ATL Ready"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"c2","crewId":"CRW-3390","role":"Cabin crew (4 FA)","dutyLeft":5,"base":"ATL Standby"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"c3","crewId":"CRW-2218","role":"Flight deck (2 pilots)","dutyLeft":6,"base":"ATL Ready"}}
+{"op":"add","path":"/elements/connections","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["conn-head","conn-list"]}}
+{"op":"add","path":"/elements/conn-head","value":{"type":"Heading","props":{"text":"Connections at Risk","level":"h4"}}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-row"]}}
+{"op":"add","path":"/elements/conn-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["conn-info","conn-pax","conn-mct"]}}
+{"op":"add","path":"/elements/conn-info","value":{"type":"TextContent","props":{"text":{"$template":"**${inbound}** → **${outbound}** (${dest})"}}}}
+{"op":"add","path":"/elements/conn-pax","value":{"type":"Tag","props":{"text":{"$template":"${pax} pax"},"size":"sm","variant":"warning"}}}
+{"op":"add","path":"/elements/conn-mct","value":{"type":"Badge","props":{"text":{"$template":"${connect} min conn"},"variant":"destructive"}}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"cn1","inbound":"DL0887","outbound":"DL1420","dest":"JFK","pax":14,"connect":18}}
+{"op":"add","path":"/state/connections/1","value":{"id":"cn2","inbound":"DL1177","outbound":"DL3302","dest":"MIA","pax":9,"connect":22}}
+{"op":"add","path":"/state/connections/2","value":{"id":"cn3","inbound":"DL2440","outbound":"DL0490","dest":"BOS","pax":6,"connect":15}}
+{"op":"add","path":"/elements/rebook","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rebook-head","rebook-dialog"]}}
+{"op":"add","path":"/elements/rebook-head","value":{"type":"Heading","props":{"text":"Rebook Affected Passengers","level":"h4"}}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open Rebooking Tool","title":"Rebook Passengers","description":"Reassign passengers from disrupted or at-risk flights.","triggerVariant":"default","content":["rb-form","rb-submit"]}}}
+{"op":"add","path":"/elements/rb-form","value":{"type":"Form","props":{"name":"rebook","buttons":[],"fields":["rb-fc-flight","rb-fc-pax","rb-fc-alt"]},"children":[]}}
+{"op":"add","path":"/elements/rb-fc-flight","value":{"type":"FormControl","props":{"label":"Affected Flight","input":"rb-flight-select"}}}
+{"op":"add","path":"/elements/rb-flight-select","value":{"type":"Select","props":{"name":"rbFlight","value":{"$bindState":"/rebook/flight"},"items":["rb-opt-1","rb-opt-2","rb-opt-3"],"placeholder":"Select flight"}}}
+{"op":"add","path":"/elements/rb-opt-1","value":{"type":"SelectItem","props":{"value":"DL0887 ATL→LAX","label":"DL0887 ATL→LAX (Delayed)"}}}
+{"op":"add","path":"/elements/rb-opt-2","value":{"type":"SelectItem","props":{"value":"DL0654 ATL→SEA","label":"DL0654 ATL→SEA (Cancelled)"}}}
+{"op":"add","path":"/elements/rb-opt-3","value":{"type":"SelectItem","props":{"value":"DL2288 ATL→SFO","label":"DL2288 ATL→SFO (Cancelled)"}}}
+{"op":"add","path":"/state/rebook","value":{"flight":"","pax":"","alt":""}}
+{"op":"add","path":"/elements/rb-fc-pax","value":{"type":"FormControl","props":{"label":"Passengers to Rebook","input":"rb-pax-input"}}}
+{"op":"add","path":"/elements/rb-pax-input","value":{"type":"Input","props":{"name":"rbPax","type":"number","placeholder":"e.g. 14","value":{"$bindState":"/rebook/pax"}}}}
+{"op":"add","path":"/elements/rb-fc-alt","value":{"type":"FormControl","props":{"label":"Alternate Flight","input":"rb-alt-input","hint":"Nearest available departure to same destination"}}}
+{"op":"add","path":"/elements/rb-alt-input","value":{"type":"Input","props":{"name":"rbAlt","placeholder":"e.g. DL2015","value":{"$bindState":"/rebook/alt"}}}}
+{"op":"add","path":"/elements/rb-submit","value":{"type":"Button","props":{"label":"Confirm Rebooking","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebookLog","value":{"id":"$id","flight":{"$state":"/rebook/flight"},"pax":{"$state":"/rebook/pax"},"alt":{"$state":"/rebook/alt"}}}}}}}
+{"op":"add","path":"/state/rebookLog","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..38c76225b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,81 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","hub-select","metrics","weather","flights-section","delayed-section","gate-changes","connections-section","crews-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk","subtitle":{"$template":"Live operations — ${/hub}"}}}}
+{"op":"add","path":"/state/hub","value":"ATL — Hartsfield-Jackson"}
+{"op":"add","path":"/elements/hub-select","value":{"type":"FormControl","props":{"label":"View a different hub","input":"hub-select-input"},"children":["hub-select-input"]}}
+{"op":"add","path":"/elements/hub-select-input","value":{"type":"Select","props":{"name":"hub","value":{"$bindState":"/hub"},"items":["hub-opt-1","hub-opt-2","hub-opt-3","hub-opt-4"]},"children":["hub-opt-1","hub-opt-2","hub-opt-3","hub-opt-4"]}}
+{"op":"add","path":"/elements/hub-opt-1","value":{"type":"SelectItem","props":{"value":"ATL — Hartsfield-Jackson","label":"ATL — Hartsfield-Jackson"}}}
+{"op":"add","path":"/elements/hub-opt-2","value":{"type":"SelectItem","props":{"value":"DFW — Dallas/Fort Worth","label":"DFW — Dallas/Fort Worth"}}}
+{"op":"add","path":"/elements/hub-opt-3","value":{"type":"SelectItem","props":{"value":"ORD — Chicago O'Hare","label":"ORD — Chicago O'Hare"}}}
+{"op":"add","path":"/elements/hub-opt-4","value":{"type":"SelectItem","props":{"value":"DEN — Denver Intl","label":"DEN — Denver Intl"}}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-ontime","m-load","m-turn","m-cancel"]}}
+{"op":"add","path":"/elements/m-ontime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-ontime-label","m-ontime-val","m-ontime-bar"]}}
+{"op":"add","path":"/elements/m-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time Performance Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/m-ontime-val","value":{"type":"Heading","props":{"text":{"$template":"${/onTimePct}%"},"level":"h2"}}}
+{"op":"add","path":"/state/onTimePct","value":82}
+{"op":"add","path":"/elements/m-ontime-bar","value":{"type":"Progress","props":{"value":{"$state":"/onTimePct"},"label":"of departures on time"}}}
+{"op":"add","path":"/elements/m-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-load-label","m-load-val","m-load-bar"]}}
+{"op":"add","path":"/elements/m-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/m-load-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgLoad}%"},"level":"h2"}}}
+{"op":"add","path":"/state/avgLoad","value":88}
+{"op":"add","path":"/elements/m-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/avgLoad"},"label":"seats filled"}}}
+{"op":"add","path":"/elements/m-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-turn-label","m-turn-val"]}}
+{"op":"add","path":"/elements/m-turn-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small-heavy"}}}
+{"op":"add","path":"/elements/m-turn-val","value":{"type":"Heading","props":{"text":{"$template":"${/avgTurnaround} min"},"level":"h2"}}}
+{"op":"add","path":"/state/avgTurnaround","value":47}
+{"op":"add","path":"/elements/m-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-cancel-label","m-cancel-val"]}}
+{"op":"add","path":"/elements/m-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/m-cancel-val","value":{"type":"Heading","props":{"text":{"$template":"${/cancellations}"},"level":"h2"}}}
+{"op":"add","path":"/state/cancellations","value":6}
+{"op":"add","path":"/elements/weather","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-head","weather-list"]}}
+{"op":"add","path":"/elements/weather-head","value":{"type":"Heading","props":{"text":"Weather Advisories at Hub","level":"h3"}}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-item"]}}
+{"op":"add","path":"/elements/weather-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"detail"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","title":"Thunderstorms Expected 3–6 PM","detail":"Ground stop possible. Convective activity moving in from the west. Ramp operations may pause.","variant":"warning"}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","title":"Low Visibility Advisory","detail":"CAT II approaches in effect until 11:00. Increased arrival spacing.","variant":"info"}}
+{"op":"add","path":"/state/weather/2","value":{"id":"w3","title":"Gusty Surface Winds","detail":"Winds 240° at 22 knots, gusting 34. Crosswind on runway 09L/27R.","variant":"warning"}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-head","flights-table"]}}
+{"op":"add","path":"/elements/flights-head","value":{"type":"Heading","props":{"text":"Flights — Number, Route, Gate & Status","level":"h3"}}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-num","col-route","col-gate","col-status"]},"children":["col-num","col-route","col-gate","col-status"]}}
+{"op":"add","path":"/elements/col-num","value":{"type":"Col","props":{"label":"Flight","type":"string","data":["DL1420","DL0987","DL2251","DL0663","DL1177","DL3308"]}}}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","type":"string","data":["ATL→JFK","ATL→LAX","ATL→MIA","ATL→ORD","ATL→SEA","ATL→BOS"]}}}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","type":"string","data":["B14","A22","C09","B31","T05","A17"]}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["On Time","Delayed","Boarding","On Time","Delayed","Cancelled"]}}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-head","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-head","value":{"type":"Heading","props":{"text":"Delayed Flights","level":"h3"}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["delayed-info","delayed-tag"]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"TextContent","props":{"text":{"$template":"**${flight}** ${route} · Gate ${gate} · New ETD ${etd}"}}}
+{"op":"add","path":"/elements/delayed-tag","value":{"type":"Tag","props":{"text":{"$template":"+${delayMin} min"},"variant":"danger","size":"md"}}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"d1","flight":"DL0987","route":"ATL→LAX","gate":"A22","etd":"14:35","delayMin":55}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"d2","flight":"DL1177","route":"ATL→SEA","gate":"T05","etd":"15:10","delayMin":40}}
+{"op":"add","path":"/state/delayed/2","value":{"id":"d3","flight":"DL4402","route":"ATL→DEN","gate":"C21","etd":"13:50","delayMin":25}}
+{"op":"add","path":"/elements/gate-changes","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gate-head","gate-list"]}}
+{"op":"add","path":"/elements/gate-head","value":{"type":"Heading","props":{"text":"Recent Gate Changes","level":"h3"}}}
+{"op":"add","path":"/elements/gate-list","value":{"type":"ListBlock","props":{"items":["gate-item"]},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-item"]}}
+{"op":"add","path":"/elements/gate-item","value":{"type":"ListItem","props":{"title":{"$template":"${flight}: ${from} → ${to}"},"subtitle":{"$template":"${route} · updated ${time}"}}}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"DL2251","route":"ATL→MIA","from":"C15","to":"C09","time":"12:48"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"DL0663","route":"ATL→ORD","from":"B27","to":"B31","time":"12:31"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"DL1420","route":"ATL→JFK","from":"B10","to":"B14","time":"12:05"}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["conn-head","conn-alert","conn-list"]}}
+{"op":"add","path":"/elements/conn-head","value":{"type":"Heading","props":{"text":"Connections At Risk","level":"h3"}}}
+{"op":"add","path":"/elements/conn-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Tight Connections","description":"The passengers below may miss their onward flight. Rebook proactively."}}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-item"]}}
+{"op":"add","path":"/elements/conn-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["conn-info","conn-rebook"]}}
+{"op":"add","path":"/elements/conn-info","value":{"type":"TextContent","props":{"text":{"$template":"**${pax}** — arriving ${inbound} (gate ${inGate}) → connecting ${outbound} (gate ${outGate}) · layover ${layover} min"}}}
+{"op":"add","path":"/elements/conn-rebook","value":{"type":"Button","props":{"label":"Rebook Passenger","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebooked","value":{"id":"$id","pax":{"$item":"pax"}}}}}}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/rebooked","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"c1","pax":"J. Alvarez (2)","inbound":"DL0987","inGate":"A22","outbound":"DL5510→SFO","outGate":"E12","layover":22}}
+{"op":"add","path":"/state/connections/1","value":{"id":"c2","pax":"M. Chen (1)","inbound":"DL1177","inGate":"T05","outbound":"DL2088→LHR","outGate":"F03","layover":18}}
+{"op":"add","path":"/state/connections/2","value":{"id":"c3","pax":"R. Okafor (4)","inbound":"DL4402","inGate":"C21","outbound":"DL0771→CDG","outGate":"E22","layover":27}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crew-head","crew-table"]}}
+{"op":"add","path":"/elements/crew-head","value":{"type":"Heading","props":{"text":"Crews Available for Reassignment","level":"h3"}}}
+{"op":"add","path":"/elements/crew-table","value":{"type":"Table","props":{"columns":["crew-col-id","crew-col-role","crew-col-avail","crew-col-hours"]},"children":["crew-col-id","crew-col-role","crew-col-avail","crew-col-hours"]}}
+{"op":"add","path":"/elements/crew-col-id","value":{"type":"Col","props":{"label":"Crew","type":"string","data":["Crew 214","Crew 087","Crew 331","Crew 502"]}}}
+{"op":"add","path":"/elements/crew-col-role","value":{"type":"Col","props":{"label":"Composition","type":"string","data":["2 Pilots","4 FA","2 Pilots + 3 FA","3 FA"]}}}
+{"op":"add","path":"/elements/crew-col-avail","value":{"type":"Col","props":{"label":"Available","type":"string","data":["Now","13:30","Now","14:15"]}}}
+{"op":"add","path":"/elements/crew-col-hours","value":{"type":"Col","props":{"label":"Duty Remaining","type":"string","data":["6h 20m","8h 00m","4h 45m","7h 10m"]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..d1b4a2ffd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,115 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics","tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["title","hub-select"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"}}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","items":["hub-atl","hub-ord","hub-dfw","hub-den"],"value":{"$bindState":"/currentHub"},"size":"medium"},"children":["hub-atl","hub-ord","hub-dfw","hub-den"]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"}}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"}}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"}}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver"}}}
+{"op":"add","path":"/state/currentHub","value":"ATL"}
+
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-otp","m-load","m-turn","m-cancel"]}}
+{"op":"add","path":"/elements/m-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-otp-label","m-otp-prog","m-otp-note"]}}
+{"op":"add","path":"/elements/m-otp-label","value":{"type":"Heading","props":{"text":"On-Time Performance Today","level":"h4"}}}
+{"op":"add","path":"/elements/m-otp-prog","value":{"type":"Progress","props":{"value":{"$state":"/metrics/otp"},"label":{"$template":"${/metrics/otp}% on time"}}}}
+{"op":"add","path":"/elements/m-otp-note","value":{"type":"TextContent","props":{"text":"Target: 82% · Trending up vs. yesterday","size":"small"}}}
+{"op":"add","path":"/state/metrics","value":{"otp":78,"load":84,"turn":41,"cancel":6}}
+
+{"op":"add","path":"/elements/m-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-load-label","m-load-val","m-load-prog"]}}
+{"op":"add","path":"/elements/m-load-label","value":{"type":"Heading","props":{"text":"Avg Passenger Load Today","level":"h4"}}}
+{"op":"add","path":"/elements/m-load-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/load}% seats filled"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m-load-prog","value":{"type":"Progress","props":{"value":{"$state":"/metrics/load"}}}}
+
+{"op":"add","path":"/elements/m-turn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-turn-label","m-turn-val","m-turn-note"]}}
+{"op":"add","path":"/elements/m-turn-label","value":{"type":"Heading","props":{"text":"Avg Turnaround Time","level":"h4"}}}
+{"op":"add","path":"/elements/m-turn-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/turn} min"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m-turn-note","value":{"type":"TextContent","props":{"text":"Standard target: 45 min","size":"small"}}}
+
+{"op":"add","path":"/elements/m-cancel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["m-cancel-label","m-cancel-val","m-cancel-note"]}}
+{"op":"add","path":"/elements/m-cancel-label","value":{"type":"Heading","props":{"text":"Cancellations Today","level":"h4"}}}
+{"op":"add","path":"/elements/m-cancel-val","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancel} flights"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/m-cancel-note","value":{"type":"Badge","props":{"text":"3 weather · 2 crew · 1 mechanical","variant":"destructive"}}}
+
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-flights","tab-ops","tab-crew","tab-connections"]},"children":["tab-flights","tab-ops","tab-crew","tab-connections"]}}
+
+{"op":"add","path":"/elements/tab-flights","value":{"type":"TabItem","props":{"value":"flights","trigger":"Flights","content":["flights-section","delayed-section"]}}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-head","flights-list"]}}
+{"op":"add","path":"/elements/flights-head","value":{"type":"Heading","props":{"text":"Departures & Arrivals","level":"h3"}}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["flight-num","flight-route","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-num","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}**"},"size":"default"}}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"text":{"$template":"${route}"},"size":"small"}}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Tag","props":{"text":{"$template":"Gate ${gate}"},"size":"sm","variant":"info"}}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"sm","variant":{"$item":"statusVariant"}}}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"1","flightNo":"DL1420","route":"ATL → LGA","gate":"B12","status":"On Time","statusVariant":"success"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"2","flightNo":"DL885","route":"ATL → LAX","gate":"A7","status":"Delayed","statusVariant":"warning"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"3","flightNo":"DL2201","route":"MCO → ATL","gate":"C22","status":"Boarding","statusVariant":"info"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"4","flightNo":"DL640","route":"ATL → SEA","gate":"E15","status":"Cancelled","statusVariant":"danger"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"5","flightNo":"DL119","route":"ATL → BOS","gate":"B34","status":"On Time","statusVariant":"success"}}
+{"op":"add","path":"/state/flights/5","value":{"id":"6","flightNo":"DL777","route":"DFW → ATL","gate":"D9","status":"Delayed","statusVariant":"warning"}}
+
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-head","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-head","value":{"type":"Heading","props":{"text":"Delayed Flights","level":"h3"}}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/delayed","key":"id"},"children":["delayed-row"]}}
+{"op":"add","path":"/elements/delayed-row","value":{"type":"Alert","props":{"title":{"$template":"${flightNo} · ${route} — ${delay} late"},"description":{"$template":"Gate ${gate} · Reason: ${reason} · New ETD ${newEtd}"},"variant":"warning"}}}
+{"op":"add","path":"/state/delayed","value":[]}
+{"op":"add","path":"/state/delayed/0","value":{"id":"1","flightNo":"DL885","route":"ATL → LAX","gate":"A7","delay":"55 min","reason":"Late inbound aircraft","newEtd":"14:35"}}
+{"op":"add","path":"/state/delayed/1","value":{"id":"2","flightNo":"DL777","route":"DFW → ATL","gate":"D9","delay":"40 min","reason":"Weather at origin","newEtd":"15:10"}}
+{"op":"add","path":"/state/delayed/2","value":{"id":"3","flightNo":"DL1533","route":"ATL → MIA","gate":"T4","delay":"25 min","reason":"Crew rest","newEtd":"13:50"}}
+
+{"op":"add","path":"/elements/tab-ops","value":{"type":"TabItem","props":{"value":"ops","trigger":"Ops & Weather","content":["gate-section","weather-section"]}}}
+{"op":"add","path":"/elements/gate-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gate-head","gate-list"]}}
+{"op":"add","path":"/elements/gate-head","value":{"type":"Heading","props":{"text":"Recent Gate Changes","level":"h3"}}}
+{"op":"add","path":"/elements/gate-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-row"]}}
+{"op":"add","path":"/elements/gate-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["gate-info","gate-time"]}}
+{"op":"add","path":"/elements/gate-info","value":{"type":"TextContent","props":{"text":{"$template":"**${flightNo}** moved ${from} → ${to}"},"size":"default"}}}
+{"op":"add","path":"/elements/gate-time","value":{"type":"Badge","props":{"text":{"$template":"${time}"},"variant":"outline"}}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"1","flightNo":"DL2201","from":"C18","to":"C22","time":"12:04"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"2","flightNo":"DL885","from":"A3","to":"A7","time":"11:47"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"3","flightNo":"DL119","from":"B30","to":"B34","time":"11:20"}}
+
+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-head","weather-list"]}}
+{"op":"add","path":"/elements/weather-head","value":{"type":"Heading","props":{"text":"Weather Advisories at Hub","level":"h3"}}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-row"]}}
+{"op":"add","path":"/elements/weather-row","value":{"type":"Callout","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"1","title":"Thunderstorms 15:00–18:00","description":"Ground stop possible on north runways. Expect arrival holds.","variant":"warning"}}
+{"op":"add","path":"/state/weather/1","value":{"id":"2","title":"Low visibility this morning","description":"CAT II approaches in effect until 13:00. Cleared as fog lifts.","variant":"info"}}
+{"op":"add","path":"/state/weather/2","value":{"id":"3","title":"Gusty crosswinds","description":"Sustained 22kt gusting 35kt on runway 27R.","variant":"warning"}}
+
+{"op":"add","path":"/elements/tab-crew","value":{"type":"TabItem","props":{"value":"crew","trigger":"Crew","content":["crew-section"]}}}
+{"op":"add","path":"/elements/crew-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crew-head","crew-list"]}}
+{"op":"add","path":"/elements/crew-head","value":{"type":"Heading","props":{"text":"Crews Available for Reassignment","level":"h3"}}}
+{"op":"add","path":"/elements/crew-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["crew-info","crew-qual","crew-assign"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${role} · avail ${availUntil}"},"size":"default"}}}
+{"op":"add","path":"/elements/crew-qual","value":{"type":"Tag","props":{"text":{"$item":"qual"},"size":"sm","variant":"success"}}}
+{"op":"add","path":"/elements/crew-assign","value":{"type":"Button","props":{"label":"Assign","variant":"secondary","size":"small"}}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"1","name":"Capt. R. Alvarez","role":"Captain","availUntil":"16:00","qual":"B737"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"2","name":"FO J. Nguyen","role":"First Officer","availUntil":"18:30","qual":"A320"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"3","name":"FA Team Delta-4","role":"Cabin Crew","availUntil":"20:00","qual":"Widebody"}}
+
+{"op":"add","path":"/elements/tab-connections","value":{"type":"TabItem","props":{"value":"connections","trigger":"Connections","content":["conn-section","rebook-section"]}}}
+{"op":"add","path":"/elements/conn-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["conn-head","conn-list"]}}
+{"op":"add","path":"/elements/conn-head","value":{"type":"Heading","props":{"text":"Connections at Risk","level":"h3"}}}
+{"op":"add","path":"/elements/conn-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/connections","key":"id"},"children":["conn-row"]}}
+{"op":"add","path":"/elements/conn-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["conn-info","conn-mct","conn-pax","conn-rebook"]}}
+{"op":"add","path":"/elements/conn-info","value":{"type":"TextContent","props":{"text":{"$template":"**${pax}** · ${inbound} → ${outbound}"},"size":"default"}}}
+{"op":"add","path":"/elements/conn-mct","value":{"type":"Tag","props":{"text":{"$template":"${connMin} min"},"size":"sm","variant":"danger"}}}
+{"op":"add","path":"/elements/conn-pax","value":{"type":"Badge","props":{"text":{"$template":"${count} pax"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/conn-rebook","value":{"type":"Button","props":{"label":"Rebook","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/rebooked","value":{"id":"$id","pax":{"$item":"pax"},"note":"Rebooked to next available flight"}}}}}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"1","pax":"J. Smith +2","inbound":"DL777 (arr B12)","outbound":"DL119 (dep B34)","connMin":18,"count":3}}
+{"op":"add","path":"/state/connections/1","value":{"id":"2","pax":"M. Okafor","inbound":"DL885 (arr A7)","outbound":"DL1420 (dep B12)","connMin":22,"count":1}}
+{"op":"add","path":"/state/connections/2","value":{"id":"3","pax":"Grp Torres","inbound":"DL2201 (arr C22)","outbound":"DL640 (dep E15)","connMin":12,"count":5}}
+
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rebook-head","rebook-list","rebook-empty"]}}
+{"op":"add","path":"/elements/rebook-head","value":{"type":"Heading","props":{"text":"Rebooked Passengers","level":"h3"}}}
+{"op":"add","path":"/elements/rebook-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/rebooked","key":"id"},"children":["rebook-row"]}}
+{"op":"add","path":"/elements/rebook-row","value":{"type":"Alert","props":{"title":{"$template":"${pax}"},"description":{"$template":"${note}"},"variant":"success"}}}
+{"op":"add","path":"/elements/rebook-empty","value":{"type":"TextContent","props":{"text":"No passengers rebooked yet. Use Rebook buttons above.","size":"small"},"visible":{"$state":"/rebooked/0","not":true}}}
+{"op":"add","path":"/state/rebooked","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..7a1e234ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,111 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances","tx-section","spend-section","bills-section","goal-section","score-section","move-section","freeze-section","statement-section","alerts-section","dispute-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good afternoon, Alex","subtitle":"Your money at a glance"}}}
+
+{"op":"add","path":"/elements/balances","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-checking-label","bal-checking-value"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"}}}
+{"op":"add","path":"/elements/bal-checking-value","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/checking}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-savings-label","bal-savings-value"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"}}}
+{"op":"add","path":"/elements/bal-savings-value","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/savings}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-credit-label","bal-credit-value"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card","size":"small"}}}
+{"op":"add","path":"/elements/bal-credit-value","value":{"type":"Heading","props":{"text":{"$template":"-$${/balances/credit}"},"level":"h3"}}}
+{"op":"add","path":"/state/balances","value":{"checking":"4820.55","savings":"18240.10","credit":"1264.32"}}
+
+{"op":"add","path":"/elements/tx-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tx-header","tx-list"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h4"}}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["tx-merchant","tx-amount"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$template":"${merchant} · ${date}"}}}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"}}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods","amount":"-84.21","date":"Feb 12"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas","amount":"-41.50","date":"Feb 11"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","amount":"-15.99","date":"Feb 10"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Paycheck Deposit","amount":"+2450.00","date":"Feb 09"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Amazon","amount":"-129.87","date":"Feb 08"}}
+
+{"op":"add","path":"/elements/spend-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["spend-header","spend-chart"]}}
+{"op":"add","path":"/elements/spend-header","value":{"type":"Heading","props":{"text":"Spending by Category (This Month)","level":"h4"}}}
+{"op":"add","path":"/elements/spend-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Groceries","Dining","Transport","Shopping","Bills","Entertainment"],"values":[420,265,180,310,540,95]}}}
+
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h4"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-name","bill-amount"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — due ${due}"}}}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"}}}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric","amount":"112.40","due":"Feb 18"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Rent","amount":"1650.00","due":"Feb 28"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Internet","amount":"79.99","due":"Feb 22"}}
+
+{"op":"add","path":"/elements/goal-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["goal-header","goal-progress","goal-detail"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"Heading","props":{"text":"Vacation Savings Goal","level":"h4"}}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":64,"label":"$3,200 of $5,000"}}}
+{"op":"add","path":"/elements/goal-detail","value":{"type":"TextContent","props":{"text":"You're 64% of the way to Hawaii 🏝️","size":"small"}}}
+
+{"op":"add","path":"/elements/score-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["score-header","score-value","score-badge"]}}
+{"op":"add","path":"/elements/score-header","value":{"type":"Heading","props":{"text":"Credit Score","level":"h4"}}}
+{"op":"add","path":"/elements/score-value","value":{"type":"Heading","props":{"text":"742","level":"h1"}}}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Badge","props":{"text":"Very Good · +8 this month","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/move-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["move-header","move-from","move-to","move-amount","move-btn"]}}
+{"op":"add","path":"/elements/move-header","value":{"type":"Heading","props":{"text":"Move Money","level":"h4"}}}
+{"op":"add","path":"/elements/move-from","value":{"type":"FormControl","props":{"label":"From","input":"move-from-select"}}}
+{"op":"add","path":"/elements/move-from-select","value":{"type":"Select","props":{"name":"moveFrom","placeholder":"Select account","items":["mf-checking","mf-savings","mf-credit"],"value":{"$bindState":"/move/from"}}}}
+{"op":"add","path":"/elements/mf-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/mf-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/mf-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/move-to","value":{"type":"FormControl","props":{"label":"To","input":"move-to-select"}}}
+{"op":"add","path":"/elements/move-to-select","value":{"type":"Select","props":{"name":"moveTo","placeholder":"Select account","items":["mt-checking","mt-savings","mt-credit"],"value":{"$bindState":"/move/to"}}}}
+{"op":"add","path":"/elements/mt-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/mt-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/mt-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/move-amount","value":{"type":"FormControl","props":{"label":"Amount","input":"move-amount-input"}}}
+{"op":"add","path":"/elements/move-amount-input","value":{"type":"Input","props":{"name":"moveAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/move/amount"}}}}
+{"op":"add","path":"/elements/move-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/move/done","value":true}}}}}
+{"op":"add","path":"/state/move","value":{"from":"","to":"","amount":"","done":false}}
+
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["freeze-header","freeze-switch","freeze-status"]}}
+{"op":"add","path":"/elements/freeze-header","value":{"type":"Heading","props":{"text":"Credit Line Security","level":"h4"}}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchGroup","props":{"name":"freezeGroup","items":["freeze-item"]}}}
+{"op":"add","path":"/elements/freeze-item","value":{"type":"SwitchItem","props":{"name":"freezeCredit","label":"Freeze Credit Line","description":"Instantly block new charges on your credit card","defaultChecked":false}}}
+{"op":"add","path":"/elements/freeze-status","value":{"type":"TextContent","props":{"text":"Freezing prevents any new transactions until you unfreeze.","size":"small"}}}
+
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["statement-header","statement-select"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"Heading","props":{"text":"Statement Period","level":"h4"}}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Choose a period","items":["sp-feb","sp-jan","sp-dec","sp-nov"],"value":{"$bindState":"/statementPeriod"}}}}
+{"op":"add","path":"/elements/sp-feb","value":{"type":"SelectItem","props":{"value":"2024-02","label":"February 2024"}}}
+{"op":"add","path":"/elements/sp-jan","value":{"type":"SelectItem","props":{"value":"2024-01","label":"January 2024"}}}
+{"op":"add","path":"/elements/sp-dec","value":{"type":"SelectItem","props":{"value":"2023-12","label":"December 2023"}}}
+{"op":"add","path":"/elements/sp-nov","value":{"type":"SelectItem","props":{"value":"2023-11","label":"November 2023"}}}
+{"op":"add","path":"/state/statementPeriod","value":"2024-02"}
+
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"Heading","props":{"text":"Manage Alerts","level":"h4"}}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alertGroup","variant":"card","items":["alert-large","alert-lowbal","alert-bill","alert-foreign"]}}}
+{"op":"add","path":"/elements/alert-large","value":{"type":"SwitchItem","props":{"name":"alertLargePurchase","label":"Large purchases","description":"Notify me for any charge over $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-lowbal","value":{"type":"SwitchItem","props":{"name":"alertLowBalance","label":"Low balance","description":"When checking drops below $500","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-bill","value":{"type":"SwitchItem","props":{"name":"alertBillDue","label":"Bill reminders","description":"3 days before a bill is due","defaultChecked":false}}}
+{"op":"add","path":"/elements/alert-foreign","value":{"type":"SwitchItem","props":{"name":"alertForeign","label":"Foreign transactions","description":"Any charge outside your country","defaultChecked":true}}}
+
+{"op":"add","path":"/elements/dispute-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dispute-header","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-header","value":{"type":"Heading","props":{"text":"Dispute a Transaction","level":"h4"}}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open a Dispute","title":"Dispute a Transaction","description":"Tell us what went wrong and we'll investigate.","triggerVariant":"destructive","content":["dispute-tx","dispute-reason","dispute-notes","dispute-submit"]}}}
+{"op":"add","path":"/elements/dispute-tx","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-tx-select"}}}
+{"op":"add","path":"/elements/dispute-tx-select","value":{"type":"Select","props":{"name":"disputeTx","placeholder":"Select transaction","items":["dtx-1","dtx-2","dtx-3"],"value":{"$bindState":"/dispute/tx"}}}}
+{"op":"add","path":"/elements/dtx-1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods -$84.21"}}}
+{"op":"add","path":"/elements/dtx-2","value":{"type":"SelectItem","props":{"value":"t5","label":"Amazon -$129.87"}}}
+{"op":"add","path":"/elements/dtx-3","value":{"type":"SelectItem","props":{"value":"t2","label":"Shell Gas -$41.50"}}}
+{"op":"add","path":"/elements/dispute-reason","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-select"}}}
+{"op":"add","path":"/elements/dispute-reason-select","value":{"type":"Select","props":{"name":"disputeReason","placeholder":"Why are you disputing?","items":["dr-1","dr-2","dr-3"],"value":{"$bindState":"/dispute/reason"}}}}
+{"op":"add","path":"/elements/dr-1","value":{"type":"SelectItem","props":{"value":"unauthorized","label":"I didn't authorize this"}}}
+{"op":"add","path":"/elements/dr-2","value":{"type":"SelectItem","props":{"value":"duplicate","label":"Duplicate charge"}}}
+{"op":"add","path":"/elements/dr-3","value":{"type":"SelectItem","props":{"value":"wrong-amount","label":"Wrong amount charged"}}}
+{"op":"add","path":"/elements/dispute-notes","value":{"type":"FormControl","props":{"label":"Details","input":"dispute-notes-area"}}}
+{"op":"add","path":"/elements/dispute-notes-area","value":{"type":"TextArea","props":{"name":"disputeNotes","rows":3,"placeholder":"Add any details...","value":{"$bindState":"/dispute/notes"}}}}
+{"op":"add","path":"/elements/dispute-submit","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/submitted","value":true}}}}}
+{"op":"add","path":"/state/dispute","value":{"tx":"","reason":"","notes":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..509486858
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,120 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances","quickactions","transactions","spending","bills","vacation","creditscore","transfer","freeze","statement","alerts","dispute"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good afternoon, Alex","subtitle":"Here's your money at a glance"}}}
+
+{"op":"add","path":"/elements/balances","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-checking-label","bal-checking-amt"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"}}}
+{"op":"add","path":"/elements/bal-checking-amt","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/checking}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-savings-label","bal-savings-amt"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"}}}
+{"op":"add","path":"/elements/bal-savings-amt","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/savings}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-credit-label","bal-credit-amt"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card Balance","size":"small"}}}
+{"op":"add","path":"/elements/bal-credit-amt","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/credit}"},"level":"h3"}}}
+{"op":"add","path":"/state/accounts","value":{"checking":"4,286.52","savings":"18,940.10","credit":"1,204.77"}}
+
+{"op":"add","path":"/elements/quickactions","value":{"type":"Buttons","props":{"buttons":["qa-transfer","qa-freeze","qa-statement"],"direction":"row"}}}
+{"op":"add","path":"/elements/qa-transfer","value":{"type":"Button","props":{"label":"Move Money","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/scrollHint","value":"transfer"}}}}}
+{"op":"add","path":"/elements/qa-freeze","value":{"type":"Button","props":{"label":"Freeze Credit","variant":"secondary","size":"small"}}}
+{"op":"add","path":"/elements/qa-statement","value":{"type":"Button","props":{"label":"Statements","variant":"secondary","size":"small"}}}
+
+{"op":"add","path":"/elements/transactions","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tx-head","tx-list"]}}
+{"op":"add","path":"/elements/tx-head","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h4"}}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["tx-info","tx-amt","tx-dispute"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"}}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"}}}
+{"op":"add","path":"/elements/tx-amt","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/tx-dispute","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/txId","value":{"$item":"id"}}}}}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Today, 9:42 AM","amount":"84.19"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas Station","date":"Yesterday","amount":"52.30"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","date":"Mar 12","amount":"15.99"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Amazon","date":"Mar 11","amount":"129.44"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Starbucks","date":"Mar 10","amount":"6.75"}}
+
+{"op":"add","path":"/elements/spending","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sp-head","sp-chart"]}}
+{"op":"add","path":"/elements/sp-head","value":{"type":"Heading","props":{"text":"Spending by Category — This Month","level":"h4"}}}
+{"op":"add","path":"/elements/sp-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Groceries","Dining","Transport","Shopping","Bills","Entertainment"],"values":[620,340,180,410,890,120]}}}
+
+{"op":"add","path":"/elements/bills","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-head","bills-list"]}}
+{"op":"add","path":"/elements/bills-head","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h4"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["bill-name","bill-meta"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/bill-meta","value":{"type":"TextContent","props":{"text":{"$template":"$${amount} · due ${due}"},"size":"small-heavy"}}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric — PG&E","amount":"96.40","due":"Mar 18"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Rent","amount":"1,850.00","due":"Mar 20"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Internet — Comcast","amount":"79.99","due":"Mar 22"}}
+
+{"op":"add","path":"/elements/vacation","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["vac-head","vac-progress","vac-detail"]}}
+{"op":"add","path":"/elements/vac-head","value":{"type":"Heading","props":{"text":"Vacation Savings Goal","level":"h4"}}}
+{"op":"add","path":"/elements/vac-progress","value":{"type":"Progress","props":{"value":64,"label":"Hawaii Trip — 64% funded"}}}
+{"op":"add","path":"/elements/vac-detail","value":{"type":"TextContent","props":{"text":"$3,200 of $5,000 saved","size":"small"}}}
+
+{"op":"add","path":"/elements/creditscore","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["cs-head","cs-value","cs-progress","cs-tag"]}}
+{"op":"add","path":"/elements/cs-head","value":{"type":"Heading","props":{"text":"Credit Score","level":"h4"}}}
+{"op":"add","path":"/elements/cs-value","value":{"type":"Heading","props":{"text":"742","level":"h1"}}}
+{"op":"add","path":"/elements/cs-progress","value":{"type":"Progress","props":{"value":83,"label":"Very Good (742 / 850)"}}}
+{"op":"add","path":"/elements/cs-tag","value":{"type":"Tag","props":{"text":"+12 pts this month","variant":"success","size":"sm"}}}
+
+{"op":"add","path":"/elements/transfer","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tr-head","tr-from","tr-to","tr-amt-fc","tr-btn","tr-alert"]}}
+{"op":"add","path":"/elements/tr-head","value":{"type":"Heading","props":{"text":"Move Money","level":"h4"}}}
+{"op":"add","path":"/elements/tr-from","value":{"type":"FormControl","props":{"label":"From","input":"tr-from-select"}}}
+{"op":"add","path":"/elements/tr-from-select","value":{"type":"Select","props":{"name":"transferFrom","items":["tr-opt-c","tr-opt-s","tr-opt-cr"],"value":{"$bindState":"/transfer/from"}}}}
+{"op":"add","path":"/elements/tr-opt-c","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/tr-opt-s","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/tr-opt-cr","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/tr-to","value":{"type":"FormControl","props":{"label":"To","input":"tr-to-select"}}}
+{"op":"add","path":"/elements/tr-to-select","value":{"type":"Select","props":{"name":"transferTo","items":["tr-opt2-c","tr-opt2-s","tr-opt2-cr"],"value":{"$bindState":"/transfer/to"}}}}
+{"op":"add","path":"/elements/tr-opt2-c","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/tr-opt2-s","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/tr-opt2-cr","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/tr-amt-fc","value":{"type":"FormControl","props":{"label":"Amount","input":"tr-amt-input","hint":"USD"}}}
+{"op":"add","path":"/elements/tr-amt-input","value":{"type":"Input","props":{"name":"transferAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}}}}
+{"op":"add","path":"/elements/tr-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/done","value":true}}}}}
+{"op":"add","path":"/elements/tr-alert","value":{"type":"Callout","props":{"variant":"success","title":"Transfer scheduled","description":"Your money is on its way."},"visible":{"$state":"/transfer/done"}}}
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":"","done":false}}
+
+{"op":"add","path":"/elements/freeze","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["fr-head","fr-switch","fr-note"]}}
+{"op":"add","path":"/elements/fr-head","value":{"type":"Heading","props":{"text":"Card Controls","level":"h4"}}}
+{"op":"add","path":"/elements/fr-switch","value":{"type":"SwitchGroup","props":{"name":"cardControls","variant":"card","items":["fr-freeze-item"]}}}
+{"op":"add","path":"/elements/fr-freeze-item","value":{"type":"SwitchItem","props":{"name":"freezeCredit","label":"Freeze Credit Line","description":"Temporarily block all new charges on your credit card"}}}
+{"op":"add","path":"/elements/fr-note","value":{"type":"TextContent","props":{"text":"Existing recurring payments will still process while frozen.","size":"small"}}}
+
+{"op":"add","path":"/elements/statement","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["st-head","st-fc","st-btn"]}}
+{"op":"add","path":"/elements/st-head","value":{"type":"Heading","props":{"text":"Statement Period","level":"h4"}}}
+{"op":"add","path":"/elements/st-fc","value":{"type":"FormControl","props":{"label":"Choose a period","input":"st-select"}}}
+{"op":"add","path":"/elements/st-select","value":{"type":"Select","props":{"name":"statementPeriod","items":["st-o1","st-o2","st-o3","st-o4"],"value":{"$bindState":"/statementPeriod"}}}}
+{"op":"add","path":"/elements/st-o1","value":{"type":"SelectItem","props":{"value":"2024-03","label":"March 2024"}}}
+{"op":"add","path":"/elements/st-o2","value":{"type":"SelectItem","props":{"value":"2024-02","label":"February 2024"}}}
+{"op":"add","path":"/elements/st-o3","value":{"type":"SelectItem","props":{"value":"2024-01","label":"January 2024"}}}
+{"op":"add","path":"/elements/st-o4","value":{"type":"SelectItem","props":{"value":"2023-12","label":"December 2023"}}}
+{"op":"add","path":"/elements/st-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"secondary","size":"small"}}}
+{"op":"add","path":"/state/statementPeriod","value":"2024-03"}
+
+{"op":"add","path":"/elements/alerts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["al-head","al-switches"]}}
+{"op":"add","path":"/elements/al-head","value":{"type":"Heading","props":{"text":"Manage Alerts","level":"h4"}}}
+{"op":"add","path":"/elements/al-switches","value":{"type":"SwitchGroup","props":{"name":"alertTriggers","variant":"card","items":["al-1","al-2","al-3","al-4"]}}}
+{"op":"add","path":"/elements/al-1","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchases","description":"Alert on transactions over $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/al-2","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low balance","description":"Alert when checking drops below $100","defaultChecked":true}}}
+{"op":"add","path":"/elements/al-3","value":{"type":"SwitchItem","props":{"name":"billDue","label":"Bill reminders","description":"Alert 3 days before a bill is due"}}}
+{"op":"add","path":"/elements/al-4","value":{"type":"SwitchItem","props":{"name":"foreignTx","label":"Foreign transactions","description":"Alert on charges outside the US","defaultChecked":true}}}
+
+{"op":"add","path":"/elements/dispute","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dp-head","dp-fc-tx","dp-fc-reason","dp-btn","dp-alert"]}}
+{"op":"add","path":"/elements/dp-head","value":{"type":"Heading","props":{"text":"Dispute a Transaction","level":"h4"}}}
+{"op":"add","path":"/elements/dp-fc-tx","value":{"type":"FormControl","props":{"label":"Transaction","input":"dp-tx-select"}}}
+{"op":"add","path":"/elements/dp-tx-select","value":{"type":"Select","props":{"name":"disputeTx","items":["dp-t1","dp-t2","dp-t3","dp-t4","dp-t5"],"value":{"$bindState":"/dispute/txId"}}}}
+{"op":"add","path":"/elements/dp-t1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods Market — $84.19"}}}
+{"op":"add","path":"/elements/dp-t2","value":{"type":"SelectItem","props":{"value":"t2","label":"Shell Gas Station — $52.30"}}}
+{"op":"add","path":"/elements/dp-t3","value":{"type":"SelectItem","props":{"value":"t3","label":"Netflix — $15.99"}}}
+{"op":"add","path":"/elements/dp-t4","value":{"type":"SelectItem","props":{"value":"t4","label":"Amazon — $129.44"}}}
+{"op":"add","path":"/elements/dp-t5","value":{"type":"SelectItem","props":{"value":"t5","label":"Starbucks — $6.75"}}}
+{"op":"add","path":"/elements/dp-fc-reason","value":{"type":"FormControl","props":{"label":"Reason","input":"dp-reason"}}}
+{"op":"add","path":"/elements/dp-reason","value":{"type":"TextArea","props":{"name":"disputeReason","rows":3,"placeholder":"Tell us what went wrong…","value":{"$bindState":"/dispute/reason"}}}}
+{"op":"add","path":"/elements/dp-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/submitted","value":true}}}}}
+{"op":"add","path":"/elements/dp-alert","value":{"type":"Callout","props":{"variant":"info","title":"Dispute filed","description":"We'll review it within 5 business days."},"visible":{"$state":"/dispute/submitted"}}}
+{"op":"add","path":"/state/dispute","value":{"txId":"","reason":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..7da84742d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,100 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances","score-progress","tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Alex","subtitle":"Here's your money at a glance"}}}
+{"op":"add","path":"/elements/balances","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-checking-label","bal-checking-amt"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small-heavy"}}}
+{"op":"add","path":"/elements/bal-checking-amt","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/checking}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-savings-label","bal-savings-amt"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small-heavy"}}}
+{"op":"add","path":"/elements/bal-savings-amt","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/savings}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-credit-label","bal-credit-amt"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card","size":"small-heavy"}}}
+{"op":"add","path":"/elements/bal-credit-amt","value":{"type":"Heading","props":{"text":{"$template":"-$${/balances/credit}"},"level":"h3"}}}
+{"op":"add","path":"/state/balances","value":{"checking":"4218.55","savings":"12840.00","credit":"932.14"}}
+{"op":"add","path":"/elements/score-progress","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["credit-score","vacation-goal"]}}
+{"op":"add","path":"/elements/credit-score","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["credit-score-label","credit-score-val","credit-score-bar","credit-score-tag"]}}
+{"op":"add","path":"/elements/credit-score-label","value":{"type":"TextContent","props":{"text":"Credit Score","size":"small-heavy"}}}
+{"op":"add","path":"/elements/credit-score-val","value":{"type":"Heading","props":{"text":{"$state":"/creditScore"},"level":"h2"}}}
+{"op":"add","path":"/elements/credit-score-bar","value":{"type":"Progress","props":{"value":{"$state":"/creditScorePct"},"label":"300–850 range"}}}
+{"op":"add","path":"/elements/credit-score-tag","value":{"type":"Tag","props":{"text":"Very Good","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/creditScore","value":768}
+{"op":"add","path":"/state/creditScorePct","value":85}
+{"op":"add","path":"/elements/vacation-goal","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["vacation-label","vacation-sub","vacation-bar"]}}
+{"op":"add","path":"/elements/vacation-label","value":{"type":"TextContent","props":{"text":"🏝️ Vacation Savings Goal","size":"small-heavy"}}}
+{"op":"add","path":"/elements/vacation-sub","value":{"type":"TextContent","props":{"text":{"$template":"$${/vacation/saved} of $${/vacation/target}"}}}}
+{"op":"add","path":"/elements/vacation-bar","value":{"type":"Progress","props":{"value":{"$state":"/vacation/pct"},"label":"64% funded"}}}
+{"op":"add","path":"/state/vacation","value":{"saved":"3200","target":"5000","pct":64}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-move","tab-manage"]},"children":[]}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Overview","content":["transactions-section","spending-section","bills-section"]}}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tx-header","tx-list"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h4"}}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"direction":"column","gap":"none"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["tx-info","tx-right"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"}}}
+{"op":"add","path":"/elements/tx-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s","justify":"end"},"children":["tx-amt","tx-dispute"]}}
+{"op":"add","path":"/elements/tx-amt","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/tx-dispute","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Dispute","triggerVariant":"outline","title":"Dispute Transaction","description":"Are you sure you want to dispute this charge? Our team will review it within 5 business days.","confirmLabel":"Submit Dispute","cancelLabel":"Cancel"}}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Feb 12","amount":"-$86.43"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Shell Gas Station","date":"Feb 11","amount":"-$52.10"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Netflix","date":"Feb 10","amount":"-$15.99"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Payroll Deposit","date":"Feb 09","amount":"+$2,450.00"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Amazon","date":"Feb 08","amount":"-$34.27"}}
+{"op":"add","path":"/elements/spending-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"Heading","props":{"text":"Spending by Category — February","level":"h4"}}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Groceries","Transport","Dining","Shopping","Bills","Entertainment"],"values":[420,180,265,310,540,95]}}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h4"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"direction":"column","gap":"none"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["bill-name","bill-meta"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/bill-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s","justify":"end"},"children":["bill-due","bill-amt"]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"Badge","props":{"text":{"$item":"due"},"variant":"outline"}}}
+{"op":"add","path":"/elements/bill-amt","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"}}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric — ConEd","due":"Due Feb 18","amount":"$124.30"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Internet — Verizon","due":"Due Feb 20","amount":"$79.99"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Credit Card Min.","due":"Due Feb 25","amount":"$45.00"}}
+{"op":"add","path":"/elements/tab-move","value":{"type":"TabItem","props":{"value":"move","trigger":"Move & Freeze","content":["transfer-section","freeze-section","statement-section"]}}}
+{"op":"add","path":"/elements/transfer-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transfer-header","transfer-from","transfer-to","transfer-amount","transfer-btn","transfer-callout"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"Heading","props":{"text":"Move Money","level":"h4"}}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"FormControl","props":{"label":"From account","input":"transfer-from-select"}}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"from","placeholder":"Select account","items":["opt-from-checking","opt-from-savings"],"value":{"$bindState":"/transfer/from"}}}}
+{"op":"add","path":"/elements/opt-from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/opt-from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"FormControl","props":{"label":"To account","input":"transfer-to-select"}}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"to","placeholder":"Select account","items":["opt-to-savings","opt-to-checking","opt-to-credit"],"value":{"$bindState":"/transfer/to"}}}}
+{"op":"add","path":"/elements/opt-to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/opt-to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/opt-to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input","hint":"Enter the dollar amount to move"}}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}}}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer Now","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/done","value":true}}}}}
+{"op":"add","path":"/elements/transfer-callout","value":{"type":"Callout","props":{"variant":"success","title":"Transfer scheduled","description":"Your money is on the way."},"visible":{"$state":"/transfer/done"}}}
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":"","done":false}}
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["freeze-header","freeze-switch","freeze-callout"]}}
+{"op":"add","path":"/elements/freeze-header","value":{"type":"Heading","props":{"text":"Credit Line","level":"h4"}}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchGroup","props":{"name":"freeze","variant":"card","items":["freeze-item"]}}}
+{"op":"add","path":"/elements/freeze-item","value":{"type":"SwitchItem","props":{"name":"frozen","label":"Freeze credit line","description":"Instantly block all new charges on your credit card"}}}
+{"op":"add","path":"/elements/freeze-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"Freezing is reversible","description":"You can unfreeze anytime. Recurring bills will still be declined while frozen."}}}
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["statement-header","statement-select"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"Heading","props":{"text":"Statement Period","level":"h4"}}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"FormControl","props":{"label":"Choose a period","input":"statement-select-input"}}}
+{"op":"add","path":"/elements/statement-select-input","value":{"type":"Select","props":{"name":"period","placeholder":"Select statement","items":["st-feb","st-jan","st-dec","st-nov"],"value":{"$bindState":"/statementPeriod"}}}}
+{"op":"add","path":"/elements/st-feb","value":{"type":"SelectItem","props":{"value":"2024-02","label":"February 2024"}}}
+{"op":"add","path":"/elements/st-jan","value":{"type":"SelectItem","props":{"value":"2024-01","label":"January 2024"}}}
+{"op":"add","path":"/elements/st-dec","value":{"type":"SelectItem","props":{"value":"2023-12","label":"December 2023"}}}
+{"op":"add","path":"/elements/st-nov","value":{"type":"SelectItem","props":{"value":"2023-11","label":"November 2023"}}}
+{"op":"add","path":"/state/statementPeriod","value":"2024-02"}
+{"op":"add","path":"/elements/tab-manage","value":{"type":"TabItem","props":{"value":"manage","trigger":"Alerts","content":["alerts-section"]}}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"Heading","props":{"text":"Manage Alerts","level":"h4"}}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alerts","variant":"card","items":["alert-large","alert-low","alert-bill","alert-foreign","alert-deposit"]}}}
+{"op":"add","path":"/elements/alert-large","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchases","description":"Notify me when a charge exceeds $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-low","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low balance","description":"Alert when checking drops below $500","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-bill","value":{"type":"SwitchItem","props":{"name":"billDue","label":"Bill due reminders","description":"Remind me 3 days before a bill is due"}}}
+{"op":"add","path":"/elements/alert-foreign","value":{"type":"SwitchItem","props":{"name":"foreign","label":"Foreign transactions","description":"Flag charges made outside the country","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-deposit","value":{"type":"SwitchItem","props":{"name":"deposit","label":"Deposits","description":"Notify me when money is deposited"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..ff6262e3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,120 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances","transfer-section","transactions","spending","bills","goal","score","freeze-section","statement-section","alerts-section","dispute-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Welcome back, Alex","subtitle":"Your financial overview"}}}
+
+{"op":"add","path":"/elements/balances","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bal-checking","bal-savings","bal-credit"]}}
+{"op":"add","path":"/elements/bal-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-checking-label","bal-checking-value"]}}
+{"op":"add","path":"/elements/bal-checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"}}}
+{"op":"add","path":"/elements/bal-checking-value","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/checking}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-savings-label","bal-savings-value"]}}
+{"op":"add","path":"/elements/bal-savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"}}}
+{"op":"add","path":"/elements/bal-savings-value","value":{"type":"Heading","props":{"text":{"$template":"$${/balances/savings}"},"level":"h3"}}}
+{"op":"add","path":"/elements/bal-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["bal-credit-label","bal-credit-value"]}}
+{"op":"add","path":"/elements/bal-credit-label","value":{"type":"TextContent","props":{"text":"Credit Card","size":"small"}}}
+{"op":"add","path":"/elements/bal-credit-value","value":{"type":"Heading","props":{"text":{"$template":"-$${/balances/credit}"},"level":"h3"}}}
+{"op":"add","path":"/state/balances","value":{"checking":"4820.55","savings":"18240.00","credit":"1245.30"}}
+
+{"op":"add","path":"/elements/transfer-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transfer-header","transfer-from","transfer-to","transfer-amount","transfer-btn","transfer-callout"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"Heading","props":{"text":"Move Money","level":"h4"}}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"FormControl","props":{"label":"From","input":"transfer-from-select"}}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transferFrom","items":["tf-1","tf-2","tf-3"],"value":{"$bindState":"/transfer/from"}}}}
+{"op":"add","path":"/elements/tf-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/tf-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/tf-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to-select"}}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","items":["tt-1","tt-2","tt-3"],"value":{"$bindState":"/transfer/to"}}}}
+{"op":"add","path":"/elements/tt-1","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"}}}
+{"op":"add","path":"/elements/tt-2","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"}}}
+{"op":"add","path":"/elements/tt-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"}}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input"}}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"transferAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}}}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/done","value":true}}}}}
+{"op":"add","path":"/elements/transfer-callout","value":{"type":"Callout","props":{"variant":"success","title":"Transfer initiated","description":"Your money is on the way."},"visible":{"$state":"/transfer/done"}}}
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":"","done":false}}
+
+{"op":"add","path":"/elements/transactions","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tx-header","tx-list"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h4"}}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["tx-info","tx-amount","tx-dispute"]}}
+{"op":"add","path":"/elements/tx-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"}}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"}}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"}}}
+{"op":"add","path":"/elements/tx-dispute","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/txId","value":{"$item":"id"}}}}}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"1","merchant":"Whole Foods Market","date":"Feb 12","amount":"84.23"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"2","merchant":"Shell Gas Station","date":"Feb 11","amount":"52.40"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"3","merchant":"Netflix","date":"Feb 10","amount":"15.99"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"4","merchant":"Amazon","date":"Feb 9","amount":"129.99"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"5","merchant":"Starbucks","date":"Feb 9","amount":"6.75"}}
+
+{"op":"add","path":"/elements/spending","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"Heading","props":{"text":"Spending by Category (This Month)","level":"h4"}}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Groceries","Dining","Transport","Shopping","Bills","Entertainment"],"values":[420,265,180,340,510,95]}}}
+
+{"op":"add","path":"/elements/bills","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h4"}}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-name","bill-right"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/bill-right","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["bill-amount","bill-due"]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"}}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"Badge","props":{"text":{"$item":"due"},"variant":"destructive"}}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"1","name":"Electric Bill","amount":"112.40","due":"Feb 15"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"2","name":"Internet","amount":"79.99","due":"Feb 18"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"3","name":"Credit Card Min","amount":"45.00","due":"Feb 20"}}
+
+{"op":"add","path":"/elements/goal","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["goal-header","goal-progress","goal-text"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"Heading","props":{"text":"Vacation Savings Goal","level":"h4"}}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":64,"label":"$3,200 of $5,000"}}}
+{"op":"add","path":"/elements/goal-text","value":{"type":"TextContent","props":{"text":"You're 64% of the way to your Hawaii trip! 🌴","size":"small"}}}
+
+{"op":"add","path":"/elements/score","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["score-header","score-value","score-tag"]}}
+{"op":"add","path":"/elements/score-header","value":{"type":"Heading","props":{"text":"Credit Score","level":"h4"}}}
+{"op":"add","path":"/elements/score-value","value":{"type":"Heading","props":{"text":"742","level":"h1"}}}
+{"op":"add","path":"/elements/score-tag","value":{"type":"Tag","props":{"text":"Very Good","variant":"success","size":"md"}}}
+
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["freeze-header","freeze-switch","freeze-callout"]}}
+{"op":"add","path":"/elements/freeze-header","value":{"type":"Heading","props":{"text":"Credit Line Security","level":"h4"}}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchGroup","props":{"name":"freezeGroup","variant":"card","items":["freeze-item"]}}}
+{"op":"add","path":"/elements/freeze-item","value":{"type":"SwitchItem","props":{"name":"freezeCredit","label":"Freeze Credit Line","description":"Block new charges on your credit card"}}}
+{"op":"add","path":"/elements/freeze-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Tip","description":"Freezing prevents new transactions instantly. You can unfreeze anytime."}}}
+
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["statement-header","statement-control"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"Heading","props":{"text":"Statements","level":"h4"}}}
+{"op":"add","path":"/elements/statement-control","value":{"type":"FormControl","props":{"label":"Statement Period","input":"statement-select","hint":"Select a billing period to view or download"}}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","items":["sp-1","sp-2","sp-3","sp-4"],"value":{"$bindState":"/statementPeriod"}}}}
+{"op":"add","path":"/elements/sp-1","value":{"type":"SelectItem","props":{"value":"2024-02","label":"February 2024"}}}
+{"op":"add","path":"/elements/sp-2","value":{"type":"SelectItem","props":{"value":"2024-01","label":"January 2024"}}}
+{"op":"add","path":"/elements/sp-3","value":{"type":"SelectItem","props":{"value":"2023-12","label":"December 2023"}}}
+{"op":"add","path":"/elements/sp-4","value":{"type":"SelectItem","props":{"value":"2023-11","label":"November 2023"}}}
+{"op":"add","path":"/state/statementPeriod","value":"2024-02"}
+
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"Heading","props":{"text":"Manage Alerts","level":"h4"}}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alertsGroup","variant":"card","items":["alert-1","alert-2","alert-3","alert-4"]}}}
+{"op":"add","path":"/elements/alert-1","value":{"type":"SwitchItem","props":{"name":"alertLargePurchase","label":"Large purchases","description":"Notify me for charges over $200","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-2","value":{"type":"SwitchItem","props":{"name":"alertLowBalance","label":"Low balance","description":"When checking drops below $500","defaultChecked":true}}}
+{"op":"add","path":"/elements/alert-3","value":{"type":"SwitchItem","props":{"name":"alertBillDue","label":"Bill reminders","description":"3 days before a bill is due"}}}
+{"op":"add","path":"/elements/alert-4","value":{"type":"SwitchItem","props":{"name":"alertForeign","label":"Foreign transactions","description":"Any charge outside your country"}}}
+
+{"op":"add","path":"/elements/dispute-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dispute-header","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-header","value":{"type":"Heading","props":{"text":"Dispute a Transaction","level":"h4"}}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open Dispute Form","title":"Dispute a Transaction","description":"Tell us what went wrong and we'll investigate.","content":["dispute-form-tx","dispute-form-reason","dispute-form-details","dispute-form-btn"]}}}
+{"op":"add","path":"/elements/dispute-form-tx","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-tx-select"}}}
+{"op":"add","path":"/elements/dispute-tx-select","value":{"type":"Select","props":{"name":"disputeTx","items":["dtx-1","dtx-2","dtx-3","dtx-4","dtx-5"],"value":{"$bindState":"/dispute/txId"}}}}
+{"op":"add","path":"/elements/dtx-1","value":{"type":"SelectItem","props":{"value":"1","label":"Whole Foods Market - $84.23"}}}
+{"op":"add","path":"/elements/dtx-2","value":{"type":"SelectItem","props":{"value":"2","label":"Shell Gas Station - $52.40"}}}
+{"op":"add","path":"/elements/dtx-3","value":{"type":"SelectItem","props":{"value":"3","label":"Netflix - $15.99"}}}
+{"op":"add","path":"/elements/dtx-4","value":{"type":"SelectItem","props":{"value":"4","label":"Amazon - $129.99"}}}
+{"op":"add","path":"/elements/dtx-5","value":{"type":"SelectItem","props":{"value":"5","label":"Starbucks - $6.75"}}}
+{"op":"add","path":"/elements/dispute-form-reason","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-select"}}}
+{"op":"add","path":"/elements/dispute-reason-select","value":{"type":"Select","props":{"name":"disputeReason","items":["dr-1","dr-2","dr-3"],"value":{"$bindState":"/dispute/reason"}}}}
+{"op":"add","path":"/elements/dr-1","value":{"type":"SelectItem","props":{"value":"unauthorized","label":"I didn't make this charge"}}}
+{"op":"add","path":"/elements/dr-2","value":{"type":"SelectItem","props":{"value":"wrong-amount","label":"Wrong amount charged"}}}
+{"op":"add","path":"/elements/dr-3","value":{"type":"SelectItem","props":{"value":"duplicate","label":"Duplicate charge"}}}
+{"op":"add","path":"/elements/dispute-form-details","value":{"type":"FormControl","props":{"label":"Details","input":"dispute-details-input"}}}
+{"op":"add","path":"/elements/dispute-details-input","value":{"type":"TextArea","props":{"name":"disputeDetails","placeholder":"Describe the issue...","rows":3,"value":{"$bindState":"/dispute/details"}}}}
+{"op":"add","path":"/elements/dispute-form-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/submitted","value":true}}}}}
+{"op":"add","path":"/state/dispute","value":{"txId":"","reason":"","details":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..7a9a296cd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter","metrics","charts-row","best-posts","schedule-row","engage-row","earnings-collab","new-post"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Your cross-platform command center"}}}
+{"op":"add","path":"/elements/filter","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["filter-label","filter-radio"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Narrow everything to one platform"}}}
+{"op":"add","path":"/elements/filter-radio","value":{"type":"RadioGroup","props":{"name":"platform","defaultValue":"all","value":{"$bindState":"/platform"},"items":["pf-all","pf-ig","pf-tt","pf-yt","pf-x"]}}}
+{"op":"add","path":"/elements/pf-all","value":{"type":"RadioItem","props":{"label":"All platforms","description":"Combined view","value":"all"}}}
+{"op":"add","path":"/elements/pf-ig","value":{"type":"RadioItem","props":{"label":"Instagram","description":"Photos & Reels","value":"instagram"}}}
+{"op":"add","path":"/elements/pf-tt","value":{"type":"RadioItem","props":{"label":"TikTok","description":"Short video","value":"tiktok"}}}
+{"op":"add","path":"/elements/pf-yt","value":{"type":"RadioItem","props":{"label":"YouTube","description":"Long form","value":"youtube"}}}
+{"op":"add","path":"/elements/pf-x","value":{"type":"RadioItem","props":{"label":"X","description":"Posts & threads","value":"x"}}}
+{"op":"add","path":"/state/platform","value":"all"}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["m-followers","m-growth","m-engage"]}}
+{"op":"add","path":"/elements/m-followers","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["m-followers-h","m-followers-v","m-followers-s"]}}
+{"op":"add","path":"/elements/m-followers-h","value":{"type":"TextContent","props":{"text":"Total Followers","size":"small"}}}
+{"op":"add","path":"/elements/m-followers-v","value":{"type":"Heading","props":{"text":"248,930","level":"h2"}}}
+{"op":"add","path":"/elements/m-followers-s","value":{"type":"Badge","props":{"text":"+12,480 this month","variant":"secondary"}}}
+{"op":"add","path":"/elements/m-growth","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["m-growth-h","m-growth-v","m-growth-s"]}}
+{"op":"add","path":"/elements/m-growth-h","value":{"type":"TextContent","props":{"text":"Growth (30d)","size":"small"}}}
+{"op":"add","path":"/elements/m-growth-v","value":{"type":"Heading","props":{"text":"+5.3%","level":"h2"}}}
+{"op":"add","path":"/elements/m-growth-s","value":{"type":"Badge","props":{"text":"Trending up","variant":"default"}}}
+{"op":"add","path":"/elements/m-engage","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["m-engage-h","m-engage-v","m-engage-p"]}}
+{"op":"add","path":"/elements/m-engage-h","value":{"type":"TextContent","props":{"text":"Engagement Rate","size":"small"}}}
+{"op":"add","path":"/elements/m-engage-v","value":{"type":"Heading","props":{"text":"6.8%","level":"h2"}}}
+{"op":"add","path":"/elements/m-engage-p","value":{"type":"Progress","props":{"value":68,"label":"vs 4.2% avg"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["growth-chart","audience-chart"]}}
+{"op":"add","path":"/elements/growth-chart","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["growth-chart-h","growth-line"]}}
+{"op":"add","path":"/elements/growth-chart-h","value":{"type":"Heading","props":{"text":"Follower Growth — Past Month","level":"h4"}}}
+{"op":"add","path":"/elements/growth-line","value":{"type":"LineChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["growth-series"],"variant":"natural","xLabel":"Week","yLabel":"Followers"}}}
+{"op":"add","path":"/elements/growth-series","value":{"type":"Series","props":{"category":"Followers","values":[236450,240120,244800,248930]}}}
+{"op":"add","path":"/elements/audience-chart","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["audience-chart-h","audience-pie"]}}
+{"op":"add","path":"/elements/audience-chart-h","value":{"type":"Heading","props":{"text":"Audience Split by Platform","level":"h4"}}}
+{"op":"add","path":"/elements/audience-pie","value":{"type":"PieChart","props":{"labels":["Instagram","TikTok","YouTube","X"],"values":[112000,86000,34000,16930],"variant":"donut"}}}
+{"op":"add","path":"/elements/best-posts","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["best-posts-h","best-posts-table"]}}
+{"op":"add","path":"/elements/best-posts-h","value":{"type":"Heading","props":{"text":"Best Posts This Month","level":"h4"}}}
+{"op":"add","path":"/elements/best-posts-table","value":{"type":"Table","props":{"columns":["col-post","col-platform","col-reach"]}}}
+{"op":"add","path":"/elements/col-post","value":{"type":"Col","props":{"label":"Post","type":"string","data":["Morning routine reel","Studio setup tour","Q&A thread","30-day challenge recap"]}}}
+{"op":"add","path":"/elements/col-platform","value":{"type":"Col","props":{"label":"Platform","type":"string","data":["TikTok","YouTube","X","Instagram"]}}}
+{"op":"add","path":"/elements/col-reach","value":{"type":"Col","props":{"label":"Reach","type":"number","data":[482000,310500,198400,167200]}}}
+{"op":"add","path":"/elements/schedule-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["scheduled","best-hour"]}}
+{"op":"add","path":"/elements/scheduled","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["scheduled-h","scheduled-list"]}}
+{"op":"add","path":"/elements/scheduled-h","value":{"type":"Heading","props":{"text":"Scheduled This Week","level":"h4"}}}
+{"op":"add","path":"/elements/scheduled-list","value":{"type":"ListBlock","props":{"items":["sch-item"]},"repeat":{"statePath":"/scheduled","key":"id"},"children":["sch-item"]}}
+{"op":"add","path":"/elements/sch-item","value":{"type":"ListItem","props":{"title":{"$item":"caption"},"subtitle":{"$template":"${platform} · ${time}"},"actionLabel":"Edit"}}}
+{"op":"add","path":"/state/scheduled","value":[]}
+{"op":"add","path":"/state/scheduled/0","value":{"id":"1","caption":"Behind the scenes edit","platform":"Instagram","time":"Mon 9:00 AM"}}
+{"op":"add","path":"/state/scheduled/1","value":{"id":"2","caption":"Gear review short","platform":"TikTok","time":"Wed 6:00 PM"}}
+{"op":"add","path":"/state/scheduled/2","value":{"id":"3","caption":"Weekly vlog drop","platform":"YouTube","time":"Fri 12:00 PM"}}
+{"op":"add","path":"/state/scheduled/3","value":{"id":"4","caption":"Poll: next tutorial?","platform":"X","time":"Sat 3:00 PM"}}
+{"op":"add","path":"/elements/best-hour","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["best-hour-h","best-hour-chart","best-hour-callout"]}}
+{"op":"add","path":"/elements/best-hour-h","value":{"type":"Heading","props":{"text":"Best Hour to Post","level":"h4"}}}
+{"op":"add","path":"/elements/best-hour-chart","value":{"type":"BarChart","props":{"labels":["6a","9a","12p","3p","6p","9p"],"series":["hour-series"],"xLabel":"Hour","yLabel":"Avg engagement"}}}
+{"op":"add","path":"/elements/hour-series","value":{"type":"Series","props":{"category":"Engagement","values":[3.1,5.2,6.4,4.8,8.9,7.1]}}}
+{"op":"add","path":"/elements/best-hour-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"6:00 PM is your sweet spot","description":"Historically your highest engagement window."}}}
+{"op":"add","path":"/elements/engage-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["comments","collabs"]}}
+{"op":"add","path":"/elements/comments","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["comments-h","comments-list"]}}
+{"op":"add","path":"/elements/comments-h","value":{"type":"Heading","props":{"text":"Comments Awaiting Reply","level":"h4"}}}
+{"op":"add","path":"/elements/comments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/comments","key":"id"},"children":["comment-item"]}}
+{"op":"add","path":"/elements/comment-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["comment-info","comment-reply"]}}
+{"op":"add","path":"/elements/comment-info","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["comment-avatar","comment-text"]}}
+{"op":"add","path":"/elements/comment-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/comment-text","value":{"type":"TextContent","props":{"text":{"$template":"**${user}** (${platform}): ${text}"},"size":"small"}}}
+{"op":"add","path":"/elements/comment-reply","value":{"type":"Button","props":{"label":"Reply","variant":"secondary","size":"small"}}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"1","user":"maya_k","initials":"MK","platform":"IG","text":"What lens is this?!"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"2","user":"devon","initials":"DV","platform":"YT","text":"Please do a follow-up tutorial"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"3","user":"lila.p","initials":"LP","platform":"TT","text":"This helped me so much, thank you"}}
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+{"op":"add","path":"/elements/collabs-h","value":{"type":"Heading","props":{"text":"Pending Collaborations","level":"h4"}}}
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+{"op":"add","path":"/elements/collab-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["collab-brand","collab-detail"]}}
+{"op":"add","path":"/elements/collab-brand","value":{"type":"TextContent","props":{"text":{"$item":"brand"},"size":"default"}}}
+{"op":"add","path":"/elements/collab-detail","value":{"type":"TextContent","props":{"text":{"$template":"${type} · ${offer}"},"size":"small"}}}
+{"op":"add","path":"/elements/collab-actions","value":{"type":"Buttons","props":{"buttons":["collab-accept","collab-decline"]}}}
+{"op":"add","path":"/elements/collab-accept","value":{"type":"Button","props":{"label":"Accept","variant":"primary","size":"small"}}}
+{"op":"add","path":"/elements/collab-decline","value":{"type":"Button","props":{"label":"Decline","variant":"tertiary","type":"destructive","size":"small"}}}
+{"op":"add","path":"/state/collabs","value":[]}
+{"op":"add","path":"/state/collabs/0","value":{"id":"1","brand":"AuroraLens","type":"Sponsored Reel","offer":"$2,400"}}
+{"op":"add","path":"/state/collabs/1","value":{"id":"2","brand":"BrewCo","type":"Product review","offer":"$1,100 + product"}}
+{"op":"add","path":"/state/collabs/2","value":{"id":"3","brand":"NomadPack","type":"3-post series","offer":"$3,800"}}
+{"op":"add","path":"/elements/earnings-collab","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["earnings"]}}
+{"op":"add","path":"/elements/earnings","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["earnings-h","earnings-v","earnings-b","earnings-note"]}}
+{"op":"add","path":"/elements/earnings-h","value":{"type":"TextContent","props":{"text":"Earnings This Month","size":"small"}}}
+{"op":"add","path":"/elements/earnings-v","value":{"type":"Heading","props":{"text":"$9,742","level":"h2"}}}
+{"op":"add","path":"/elements/earnings-b","value":{"type":"Badge","props":{"text":"+18% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/earnings-note","value":{"type":"TextContent","props":{"text":"Sponsorships $6,300 · Ad revenue $2,142 · Tips $1,300","size":"small"}}}
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+{"op":"add","path":"/elements/fc-caption","value":{"type":"FormControl","props":{"label":"Caption","input":"in-caption","hint":"Write your post caption"}}}
+{"op":"add","path":"/elements/in-caption","value":{"type":"TextArea","props":{"name":"caption","placeholder":"What's on your mind?","rows":3,"value":{"$bindState":"/newCaption"}}}}
+{"op":"add","path":"/state/newCaption","value":""}
+{"op":"add","path":"/elements/fc-platform","value":{"type":"FormControl","props":{"label":"Platform","input":"in-platform"}}}
+{"op":"add","path":"/elements/in-platform","value":{"type":"Select","props":{"name":"platformSel","placeholder":"Choose platform","value":{"$bindState":"/newPlatform"},"items":["opt-ig","opt-tt","opt-yt","opt-x"]}}}
+{"op":"add","path":"/elements/opt-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/opt-tt","value":{"type":"SelectItem","props":{"value":"TikTok","label":"TikTok"}}}
+{"op":"add","path":"/elements/opt-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"}}}
+{"op":"add","path":"/elements/opt-x","value":{"type":"SelectItem","props":{"value":"X","label":"X"}}}
+{"op":"add","path":"/state/newPlatform","value":""}
+{"op":"add","path":"/elements/fc-time","value":{"type":"FormControl","props":{"label":"Time","input":"in-time","hint":"e.g. Mon 6:00 PM"}}}
+{"op":"add","path":"/elements/in-time","value":{"type":"Input","props":{"name":"time","placeholder":"Day & time","value":{"$bindState":"/newTime"}}}}
+{"op":"add","path":"/state/newTime","value":""}
+{"op":"add","path":"/elements/schedule-btn","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduled","value":{"id":"$id","caption":{"$state":"/newCaption"},"platform":{"$state":"/newPlatform"},"time":{"$state":"/newTime"}},"clearStatePath":"/newCaption"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r2.txt
new file mode 100644
index 000000000..243b5ec74
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r2.txt
@@ -0,0 +1,107 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","platform-filter","metrics-row","charts-row","best-posts-section","audience-section","schedule-section","best-hour-section","comments-section","earnings-collab-row","new-post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Your cross-platform performance at a glance"}}}
+{"op":"add","path":"/elements/platform-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["platform-filter-label","platform-radio"]}}
+{"op":"add","path":"/elements/platform-filter-label","value":{"type":"Label","props":{"text":"Filter by platform"}}}
+{"op":"add","path":"/elements/platform-radio","value":{"type":"RadioGroup","props":{"name":"platform","value":{"$bindState":"/filterPlatform"},"items":["pf-all","pf-ig","pf-tt","pf-yt","pf-x"]}}}
+{"op":"add","path":"/elements/pf-all","value":{"type":"RadioItem","props":{"label":"All Platforms","description":"Combined view","value":"all"}}}
+{"op":"add","path":"/elements/pf-ig","value":{"type":"RadioItem","props":{"label":"Instagram","description":"Photos & reels","value":"instagram"}}}
+{"op":"add","path":"/elements/pf-tt","value":{"type":"RadioItem","props":{"label":"TikTok","description":"Short video","value":"tiktok"}}}
+{"op":"add","path":"/elements/pf-yt","value":{"type":"RadioItem","props":{"label":"YouTube","description":"Long form","value":"youtube"}}}
+{"op":"add","path":"/elements/pf-x","value":{"type":"RadioItem","props":{"label":"X","description":"Posts & threads","value":"x"}}}
+{"op":"add","path":"/state/filterPlatform","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-followers","metric-growth","metric-engagement","metric-earnings"]}}
+{"op":"add","path":"/elements/metric-followers","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mf-label","mf-value","mf-badge"]}}
+{"op":"add","path":"/elements/mf-label","value":{"type":"TextContent","props":{"text":"Total Followers","size":"small"}}}
+{"op":"add","path":"/elements/mf-value","value":{"type":"Heading","props":{"text":{"$state":"/stats/totalFollowers"},"level":"h2"}}}
+{"op":"add","path":"/elements/mf-badge","value":{"type":"Badge","props":{"text":{"$template":"+${/stats/growthPct} this month"},"variant":"secondary"}}}
+{"op":"add","path":"/state/stats","value":{"totalFollowers":"248,930","growthPct":"4.8%","growthAbsolute":"+11,420","engagement":"6.2%"}}
+{"op":"add","path":"/elements/metric-growth","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mg-label","mg-value","mg-badge"]}}
+{"op":"add","path":"/elements/mg-label","value":{"type":"TextContent","props":{"text":"Growth (30d)","size":"small"}}}
+{"op":"add","path":"/elements/mg-value","value":{"type":"Heading","props":{"text":{"$state":"/stats/growthAbsolute"},"level":"h2"}}}
+{"op":"add","path":"/elements/mg-badge","value":{"type":"Badge","props":{"text":"Trending up","variant":"default"}}}
+{"op":"add","path":"/elements/metric-engagement","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["me-label","me-value","me-progress"]}}
+{"op":"add","path":"/elements/me-label","value":{"type":"TextContent","props":{"text":"Engagement Rate","size":"small"}}}
+{"op":"add","path":"/elements/me-value","value":{"type":"Heading","props":{"text":{"$state":"/stats/engagement"},"level":"h2"}}}
+{"op":"add","path":"/elements/me-progress","value":{"type":"Progress","props":{"value":62,"label":"vs 4.1% avg for your niche"}}}
+{"op":"add","path":"/elements/metric-earnings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["mear-label","mear-value","mear-badge"]}}
+{"op":"add","path":"/elements/mear-label","value":{"type":"TextContent","props":{"text":"Earnings (this month)","size":"small"}}}
+{"op":"add","path":"/elements/mear-value","value":{"type":"Heading","props":{"text":{"$state":"/earnings/total"},"level":"h2"}}}
+{"op":"add","path":"/elements/mear-badge","value":{"type":"Badge","props":{"text":{"$template":"${/earnings/change} vs last month"},"variant":"secondary"}}}
+{"op":"add","path":"/state/earnings","value":{"total":"$8,420","change":"+18%","breakdown":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["growth-heading","growth-chart"]}}
+{"op":"add","path":"/elements/growth-heading","value":{"type":"Heading","props":{"text":"Follower Growth — Past Month","level":"h3"}}}
+{"op":"add","path":"/elements/growth-chart","value":{"type":"AreaChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4"],"series":["growth-series"],"variant":"natural","xLabel":"Week","yLabel":"Followers"}}}
+{"op":"add","path":"/elements/growth-series","value":{"type":"Series","props":{"category":"Followers","values":[237510,240900,244600,248930]}}}
+{"op":"add","path":"/elements/best-posts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bp-heading","bp-list"]}}
+{"op":"add","path":"/elements/bp-heading","value":{"type":"Heading","props":{"text":"Best Posts This Month","level":"h3"}}}
+{"op":"add","path":"/elements/bp-list","value":{"type":"ListBlock","props":{"variant":"number","items":["bp-item"]},"repeat":{"statePath":"/bestPosts","key":"id"},"children":["bp-item"]}}
+{"op":"add","path":"/elements/bp-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${platform} · Reach ${reach} · ${likes} likes"},"actionLabel":"View"}}}
+{"op":"add","path":"/state/bestPosts","value":[]}
+{"op":"add","path":"/state/bestPosts/0","value":{"id":"1","title":"5 editing tricks that doubled my views","platform":"TikTok","reach":"312K","likes":"48.2K"}}
+{"op":"add","path":"/state/bestPosts/1","value":{"id":"2","title":"Behind the scenes of my studio setup","platform":"Instagram","reach":"198K","likes":"31.5K"}}
+{"op":"add","path":"/state/bestPosts/2","value":{"id":"3","title":"How I plan a month of content in 2 hours","platform":"YouTube","reach":"156K","likes":"22.9K"}}
+{"op":"add","path":"/state/bestPosts/3","value":{"id":"4","title":"My honest take on the algorithm changes","platform":"X","reach":"94K","likes":"12.1K"}}
+{"op":"add","path":"/elements/audience-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["aud-heading","aud-chart"]}}
+{"op":"add","path":"/elements/aud-heading","value":{"type":"Heading","props":{"text":"Audience by Platform","level":"h3"}}}
+{"op":"add","path":"/elements/aud-chart","value":{"type":"PieChart","props":{"labels":["Instagram","TikTok","YouTube","X"],"values":[42,31,18,9],"variant":"donut"}}}
+{"op":"add","path":"/elements/schedule-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sch-heading","sch-table"]}}
+{"op":"add","path":"/elements/sch-heading","value":{"type":"Heading","props":{"text":"Scheduled This Week","level":"h3"}}}
+{"op":"add","path":"/elements/sch-table","value":{"type":"Table","props":{"columns":["sch-col-day","sch-col-platform","sch-col-caption"]}}}
+{"op":"add","path":"/elements/sch-col-day","value":{"type":"Col","props":{"label":"When","type":"string","data":["Mon 9:00 AM","Tue 6:00 PM","Thu 12:00 PM","Fri 5:30 PM","Sat 11:00 AM"]}}}
+{"op":"add","path":"/elements/sch-col-platform","value":{"type":"Col","props":{"label":"Platform","type":"string","data":["Instagram","TikTok","YouTube","X","Instagram"]}}}
+{"op":"add","path":"/elements/sch-col-caption","value":{"type":"Col","props":{"label":"Caption","type":"string","data":["Morning routine reel","Q&A duet response","New tutorial drop","Weekly thread recap","Weekend vlog teaser"]}}}
+{"op":"add","path":"/elements/best-hour-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bh-heading","bh-callout","bh-chart"]}}
+{"op":"add","path":"/elements/bh-heading","value":{"type":"Heading","props":{"text":"Best Hour To Post","level":"h3"}}}
+{"op":"add","path":"/elements/bh-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"6:00 PM is your sweet spot","description":"Posts published between 6–7 PM get 2.3x more engagement based on the last 90 days."}}}
+{"op":"add","path":"/elements/bh-chart","value":{"type":"BarChart","props":{"labels":["9AM","12PM","3PM","6PM","9PM"],"series":["bh-series"],"xLabel":"Hour","yLabel":"Avg engagement %"}}}
+{"op":"add","path":"/elements/bh-series","value":{"type":"Series","props":{"category":"Engagement","values":[3.2,4.1,3.8,7.4,5.6]}}}
+{"op":"add","path":"/elements/comments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["cm-heading","cm-list"]}}
+{"op":"add","path":"/elements/cm-heading","value":{"type":"Heading","props":{"text":"Comments Waiting For Reply","level":"h3"}}}
+{"op":"add","path":"/elements/cm-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/comments","key":"id"},"children":["cm-item"]}}
+{"op":"add","path":"/elements/cm-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["cm-body","cm-reply-btn"]}}
+{"op":"add","path":"/elements/cm-body","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["cm-author","cm-text"]}}
+{"op":"add","path":"/elements/cm-author","value":{"type":"TextContent","props":{"text":{"$template":"**${author}** · ${platform}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/cm-text","value":{"type":"TextContent","props":{"text":{"$item":"text"},"size":"small"}}}
+{"op":"add","path":"/elements/cm-reply-btn","value":{"type":"Button","props":{"label":"Reply","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/comments","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"1","author":"maya_creates","platform":"Instagram","text":"What camera do you use for these shots?!"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"2","author":"jordanfilms","platform":"TikTok","text":"Please do a full editing tutorial 🙏"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"3","author":"techwithsam","platform":"YouTube","text":"This helped me plan my whole week, thank you!"}}
+{"op":"add","path":"/state/comments/3","value":{"id":"4","author":"lena.designs","platform":"X","text":"Which scheduling tool is that in the screenshot?"}}
+{"op":"add","path":"/elements/earnings-collab-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["earnings-detail","collab-section"]}}
+{"op":"add","path":"/elements/earnings-detail","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["ed-heading","ed-chart"]}}
+{"op":"add","path":"/elements/ed-heading","value":{"type":"Heading","props":{"text":"Earnings Breakdown","level":"h3"}}}
+{"op":"add","path":"/elements/ed-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Brand deals","Ad revenue","Affiliate","Tips"],"series":["ed-series"],"xLabel":"USD"}}}
+{"op":"add","path":"/elements/ed-series","value":{"type":"Series","props":{"category":"Earnings","values":[5200,1800,980,440]}}}
+{"op":"add","path":"/elements/collab-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["collab-heading","collab-list"]}}
+{"op":"add","path":"/elements/collab-heading","value":{"type":"Heading","props":{"text":"Pending Collab Requests","level":"h3"}}}
+{"op":"add","path":"/elements/collab-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/collabs","key":"id"},"children":["collab-item"]}}
+{"op":"add","path":"/elements/collab-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center","justify":"between"},"children":["collab-body","collab-actions"]}}
+{"op":"add","path":"/elements/collab-body","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["collab-brand","collab-offer"]}}
+{"op":"add","path":"/elements/collab-brand","value":{"type":"TextContent","props":{"text":{"$item":"brand"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/collab-offer","value":{"type":"TextContent","props":{"text":{"$template":"${offer} · ${type}"},"size":"small"}}}
+{"op":"add","path":"/elements/collab-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["collab-accept","collab-decline"]}}}
+{"op":"add","path":"/elements/collab-accept","value":{"type":"Button","props":{"label":"Accept","variant":"primary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/collabs","index":{"$index":true}}}}}}
+{"op":"add","path":"/elements/collab-decline","value":{"type":"Button","props":{"label":"Decline","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/collabs","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/collabs","value":[]}
+{"op":"add","path":"/state/collabs/0","value":{"id":"1","brand":"Lumina Skincare","offer":"$2,500","type":"Instagram reel + story"}}
+{"op":"add","path":"/state/collabs/1","value":{"id":"2","brand":"Peak Audio","offer":"$1,800","type":"YouTube integration"}}
+{"op":"add","path":"/state/collabs/2","value":{"id":"3","brand":"NomadPacks","offer":"$900","type":"TikTok unboxing"}}
+{"op":"add","path":"/elements/new-post-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["np-heading","np-form","np-success"]}}
+{"op":"add","path":"/elements/np-heading","value":{"type":"Heading","props":{"text":"Schedule a Post","level":"h3"}}}
+{"op":"add","path":"/elements/np-form","value":{"type":"Form","props":{"name":"schedulePost","fields":["np-caption-fc","np-platform-fc","np-time-fc"],"buttons":["np-submit"]}}}
+{"op":"add","path":"/elements/np-caption-fc","value":{"type":"FormControl","props":{"label":"Caption","input":"np-caption","hint":"Write your post caption"}}}
+{"op":"add","path":"/elements/np-caption","value":{"type":"TextArea","props":{"name":"caption","placeholder":"What's this post about?","rows":3,"value":{"$bindState":"/newPost/caption"}}}}
+{"op":"add","path":"/state/newPost","value":{"caption":"","platform":"instagram","time":""}}
+{"op":"add","path":"/elements/np-platform-fc","value":{"type":"FormControl","props":{"label":"Platform","input":"np-platform"}}}
+{"op":"add","path":"/elements/np-platform","value":{"type":"Select","props":{"name":"platform","placeholder":"Choose platform","value":{"$bindState":"/newPost/platform"},"items":["np-p-ig","np-p-tt","np-p-yt","np-p-x"]}}}
+{"op":"add","path":"/elements/np-p-ig","value":{"type":"SelectItem","props":{"value":"instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/np-p-tt","value":{"type":"SelectItem","props":{"value":"tiktok","label":"TikTok"}}}
+{"op":"add","path":"/elements/np-p-yt","value":{"type":"SelectItem","props":{"value":"youtube","label":"YouTube"}}}
+{"op":"add","path":"/elements/np-p-x","value":{"type":"SelectItem","props":{"value":"x","label":"X"}}}
+{"op":"add","path":"/elements/np-time-fc","value":{"type":"FormControl","props":{"label":"Time","input":"np-time","hint":"Tip: 6:00 PM performs best"}}}
+{"op":"add","path":"/elements/np-time","value":{"type":"Input","props":{"name":"time","type":"text","placeholder":"e.g. Fri 6:00 PM","value":{"$bindState":"/newPost/time"}}}}
+{"op":"add","path":"/elements/np-submit","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduledPosts","value":{"id":"$id","caption":{"$state":"/newPost/caption"},"platform":{"$state":"/newPost/platform"},"time":{"$state":"/newPost/time"}},"clearStatePath":"/newPost/caption"}}}}}
+{"op":"add","path":"/state/scheduledPosts","value":[]}
+{"op":"add","path":"/elements/np-success","value":{"type":"Callout","props":{"variant":"success","title":"Scheduled!","description":"Your post has been added to the queue."},"visible":{"$state":"/scheduledPosts/0"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..8638429f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter","metrics-row","engagement-earnings","best-posts-section","audience-schedule-row","besthour-comments-row","collabs-section","schedule-form"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Your cross-platform command center"}}}
+
+{"op":"add","path":"/elements/filter","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["filter-label","filter-radio"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Narrow everything to one platform"}}}
+{"op":"add","path":"/elements/filter-radio","value":{"type":"RadioGroup","props":{"name":"platform","defaultValue":"all","value":{"$bindState":"/platform"},"items":["pf-all","pf-ig","pf-tt","pf-yt","pf-x"]}}}
+{"op":"add","path":"/elements/pf-all","value":{"type":"RadioItem","props":{"label":"All platforms","description":"Combined view","value":"all"}}}
+{"op":"add","path":"/elements/pf-ig","value":{"type":"RadioItem","props":{"label":"Instagram","description":"IG only","value":"instagram"}}}
+{"op":"add","path":"/elements/pf-tt","value":{"type":"RadioItem","props":{"label":"TikTok","description":"TT only","value":"tiktok"}}}
+{"op":"add","path":"/elements/pf-yt","value":{"type":"RadioItem","props":{"label":"YouTube","description":"YT only","value":"youtube"}}}
+{"op":"add","path":"/elements/pf-x","value":{"type":"RadioItem","props":{"label":"X","description":"X only","value":"x"}}}
+{"op":"add","path":"/state/platform","value":"all"}
+
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["followers-card","growth-chart-card"]}}
+{"op":"add","path":"/elements/followers-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["followers-title","followers-num","followers-growth-tag"]}}
+{"op":"add","path":"/elements/followers-title","value":{"type":"Label","props":{"text":"Total Followers"}}}
+{"op":"add","path":"/elements/followers-num","value":{"type":"Heading","props":{"text":"248,910","level":"h1"}}}
+{"op":"add","path":"/elements/followers-growth-tag","value":{"type":"Tag","props":{"text":"+12,430 this month","variant":"success","size":"md"}}}
+
+{"op":"add","path":"/elements/growth-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["growth-title","growth-chart"]}}
+{"op":"add","path":"/elements/growth-title","value":{"type":"Label","props":{"text":"Follower growth (past month)"}}}
+{"op":"add","path":"/elements/growth-chart","value":{"type":"AreaChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["growth-series"],"variant":"natural","xLabel":"Week","yLabel":"Followers"}}}
+{"op":"add","path":"/elements/growth-series","value":{"type":"Series","props":{"category":"Followers","values":[236480,240120,244300,248910]}}}
+
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+{"op":"add","path":"/elements/besthour-highlight","value":{"type":"Tag","props":{"text":"Peak: 7 PM","variant":"info","size":"lg"}}}
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+{"op":"add","path":"/elements/besthour-series","value":{"type":"Series","props":{"category":"Engagement","values":[42,55,61,78,94,71]}}}
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+{"op":"add","path":"/elements/comments-count","value":{"type":"Badge","props":{"text":"14 pending","variant":"destructive"}}}
+{"op":"add","path":"/elements/comments-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/comments","key":"id"},"children":["comment-item"]}}
+{"op":"add","path":"/elements/comment-item","value":{"type":"ListItem","props":{"title":{"$item":"text"},"subtitle":{"$template":"${user} • ${platform}"},"actionLabel":"Reply"}}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"1","text":"What camera do you use??","user":"@maya.films","platform":"Instagram"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"2","text":"This helped so much, thanks!","user":"@editlord","platform":"TikTok"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"3","text":"Drop the preset pack pls","user":"@sunsetgrids","platform":"YouTube"}}
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+{"op":"add","path":"/elements/collabs-title","value":{"type":"Heading","props":{"text":"Pending Collaboration Requests","level":"h3"}}}
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+{"op":"add","path":"/elements/form-caption","value":{"type":"TextArea","props":{"name":"caption","placeholder":"What's on your mind?","rows":3,"value":{"$bindState":"/newPost/caption"}}}}
+{"op":"add","path":"/state/newPost","value":{"caption":"","platform":"Instagram","time":""}}
+{"op":"add","path":"/elements/form-platform-ctrl","value":{"type":"FormControl","props":{"label":"Platform","input":"form-platform"}}}
+{"op":"add","path":"/elements/form-platform","value":{"type":"Select","props":{"name":"platform","placeholder":"Choose platform","value":{"$bindState":"/newPost/platform"},"items":["opt-ig","opt-tt","opt-yt","opt-x"]}}}
+{"op":"add","path":"/elements/opt-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/opt-tt","value":{"type":"SelectItem","props":{"value":"TikTok","label":"TikTok"}}}
+{"op":"add","path":"/elements/opt-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"}}}
+{"op":"add","path":"/elements/opt-x","value":{"type":"SelectItem","props":{"value":"X","label":"X"}}}
+{"op":"add","path":"/elements/form-time-ctrl","value":{"type":"FormControl","props":{"label":"Time","input":"form-time","hint":"e.g. Mon 9:00 AM"}}}
+{"op":"add","path":"/elements/form-time","value":{"type":"Input","props":{"name":"time","placeholder":"Mon 9:00 AM","value":{"$bindState":"/newPost/time"}}}}
+{"op":"add","path":"/elements/schedule-btn","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduled","value":{"id":"$id","caption":{"$state":"/newPost/caption"},"platform":{"$state":"/newPost/platform"},"time":{"$state":"/newPost/time"}},"clearStatePath":"/newPost/caption"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..2f67602c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,120 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter","metrics-row","best-posts-section","audience-earnings-row","schedule-section","besthour-comments-row","collabs-section","new-post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Your cross-platform performance at a glance"}}}
+
+{"op":"add","path":"/elements/filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["filter-label","filter-select"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"Label","props":{"text":"Platform filter"}}}
+{"op":"add","path":"/elements/filter-select","value":{"type":"Select","props":{"name":"platformFilter","placeholder":"All platforms","value":{"$bindState":"/platformFilter"},"items":["f-all","f-ig","f-tt","f-yt","f-x"]}}}
+{"op":"add","path":"/elements/f-all","value":{"type":"SelectItem","props":{"value":"all","label":"All platforms"}}}
+{"op":"add","path":"/elements/f-ig","value":{"type":"SelectItem","props":{"value":"instagram","label":"Instagram"}}}
+{"op":"add","path":"/elements/f-tt","value":{"type":"SelectItem","props":{"value":"tiktok","label":"TikTok"}}}
+{"op":"add","path":"/elements/f-yt","value":{"type":"SelectItem","props":{"value":"youtube","label":"YouTube"}}}
+{"op":"add","path":"/elements/f-x","value":{"type":"SelectItem","props":{"value":"x","label":"X / Twitter"}}}
+{"op":"add","path":"/state/platformFilter","value":"all"}
+
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-followers","metric-engagement","metric-earnings"]}}
+
+{"op":"add","path":"/elements/metric-followers","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mf-label","mf-value","mf-growth","mf-chart"]}}
+{"op":"add","path":"/elements/mf-label","value":{"type":"TextContent","props":{"text":"Total Followers","size":"small-heavy"}}}
+{"op":"add","path":"/elements/mf-value","value":{"type":"Heading","props":{"text":"248,930","level":"h2"}}}
+{"op":"add","path":"/elements/mf-growth","value":{"type":"Badge","props":{"text":"+12,480 (+5.3%) this month","variant":"secondary"}}}
+{"op":"add","path":"/elements/mf-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["mf-series"],"variant":"natural"}}}
+{"op":"add","path":"/elements/mf-series","value":{"type":"Series","props":{"category":"Followers","values":[236450,240100,244300,248930]}}}
+
+{"op":"add","path":"/elements/metric-engagement","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["me-label","me-value","me-note","me-progress"]}}
+{"op":"add","path":"/elements/me-label","value":{"type":"TextContent","props":{"text":"Engagement Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/me-value","value":{"type":"Heading","props":{"text":"6.8%","level":"h2"}}}
+{"op":"add","path":"/elements/me-note","value":{"type":"Badge","props":{"text":"+0.9% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/me-progress","value":{"type":"Progress","props":{"value":68,"label":"Above niche average (4.1%)"}}}
+
+{"op":"add","path":"/elements/metric-earnings","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mE-label","mE-value","mE-note","mE-chart"]}}
+{"op":"add","path":"/elements/mE-label","value":{"type":"TextContent","props":{"text":"Earnings This Month","size":"small-heavy"}}}
+{"op":"add","path":"/elements/mE-value","value":{"type":"Heading","props":{"text":"$8,420","level":"h2"}}}
+{"op":"add","path":"/elements/mE-note","value":{"type":"Badge","props":{"text":"+18% vs last month","variant":"secondary"}}}
+{"op":"add","path":"/elements/mE-chart","value":{"type":"BarChart","props":{"labels":["Sponsors","AdRev","Affiliate","Tips"],"series":["mE-series"]}}}
+{"op":"add","path":"/elements/mE-series","value":{"type":"Series","props":{"category":"USD","values":[5200,1850,980,390]}}}
+
+{"op":"add","path":"/elements/best-posts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bp-heading","bp-list"]}}
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+{"op":"add","path":"/elements/bp-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/bestPosts","key":"id"},"children":["bp-item"]}}
+{"op":"add","path":"/elements/bp-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["bp-item-main","bp-item-reach"]}}
+{"op":"add","path":"/elements/bp-item-main","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["bp-title","bp-meta"]}}
+{"op":"add","path":"/elements/bp-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
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+{"op":"add","path":"/elements/bp-item-reach","value":{"type":"Tag","props":{"text":{"$template":"${reach} reach"},"variant":"info","size":"md"}}}
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+{"op":"add","path":"/elements/sch-item-tag","value":{"type":"Tag","props":{"text":{"$item":"day"},"variant":"success","size":"md"}}}
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+{"op":"add","path":"/state/scheduled/3","value":{"id":"s4","caption":"Weekend recap thread","platform":"X","day":"Sun","time":"7:00 PM"}}
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+{"op":"add","path":"/elements/besthour-comments-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["besthour-card","comments-card"]}}
+{"op":"add","path":"/elements/besthour-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bh-heading","bh-callout","bh-chart"]}}
+{"op":"add","path":"/elements/bh-heading","value":{"type":"Heading","props":{"text":"Best Hour to Post","level":"h3"}}}
+{"op":"add","path":"/elements/bh-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"6:00 PM","description":"Peak historical engagement window. Aim for 5–7 PM on weekdays."}}}
+{"op":"add","path":"/elements/bh-chart","value":{"type":"BarChart","props":{"labels":["9a","12p","3p","6p","9p"],"series":["bh-series"],"xLabel":"Hour","yLabel":"Avg engagement"}}}
+{"op":"add","path":"/elements/bh-series","value":{"type":"Series","props":{"category":"Engagement","values":[3.1,4.8,5.5,9.2,6.7]}}}
+
+{"op":"add","path":"/elements/comments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["cm-heading","cm-count","cm-list"]}}
+{"op":"add","path":"/elements/cm-heading","value":{"type":"Heading","props":{"text":"Comments Awaiting Reply","level":"h3"}}}
+{"op":"add","path":"/elements/cm-count","value":{"type":"Badge","props":{"text":"3 pending","variant":"destructive"}}}
+{"op":"add","path":"/elements/cm-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/comments","key":"id"},"children":["cm-item"]}}
+{"op":"add","path":"/elements/cm-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["cm-item-body","cm-reply-btn"]}}
+{"op":"add","path":"/elements/cm-item-body","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["cm-user","cm-text"]}}
+{"op":"add","path":"/elements/cm-user","value":{"type":"TextContent","props":{"text":{"$template":"${user} · ${platform}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/cm-text","value":{"type":"TextContent","props":{"text":{"$item":"text"},"size":"small"}}}
+{"op":"add","path":"/elements/cm-reply-btn","value":{"type":"Button","props":{"label":"Reply","variant":"secondary","size":"small"}}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"c1","user":"@maya.k","platform":"Instagram","text":"What lens do you use for the b-roll?"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"c2","user":"@devtrails","platform":"YouTube","text":"Could you do a follow-up on color grading?"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"c3","user":"@lila","platform":"TikTok","text":"This saved me hours, thank you!"}}
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+{"op":"add","path":"/elements/collabs-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["cl-heading","cl-list"]}}
+{"op":"add","path":"/elements/cl-heading","value":{"type":"Heading","props":{"text":"Pending Collaboration Requests","level":"h3"}}}
+{"op":"add","path":"/elements/cl-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/collabs","key":"id"},"children":["cl-item"]}}
+{"op":"add","path":"/elements/cl-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["cl-item-info","cl-item-actions"]}}
+{"op":"add","path":"/elements/cl-item-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["cl-brand","cl-offer"]}}
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+{"op":"add","path":"/elements/cl-item-actions","value":{"type":"Buttons","props":{"buttons":["cl-accept","cl-decline"],"direction":"row"}}}
+{"op":"add","path":"/elements/cl-accept","value":{"type":"Button","props":{"label":"Accept","variant":"primary","size":"small"}}}
+{"op":"add","path":"/elements/cl-decline","value":{"type":"Button","props":{"label":"Decline","variant":"tertiary","size":"small","type":"destructive"}}}
+{"op":"add","path":"/state/collabs","value":[]}
+{"op":"add","path":"/state/collabs/0","value":{"id":"co1","brand":"Aurora Coffee","type":"Sponsored Reel","budget":"$2,500"}}
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+{"op":"add","path":"/state/collabs/2","value":{"id":"co3","brand":"NomadDesk","type":"3-Post Bundle","budget":"$6,200"}}
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+{"op":"add","path":"/elements/new-post-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["np-heading","np-form"]}}
+{"op":"add","path":"/elements/np-heading","value":{"type":"Heading","props":{"text":"Schedule a Post","level":"h3"}}}
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+{"op":"add","path":"/elements/np-caption-fc","value":{"type":"FormControl","props":{"label":"Caption","input":"np-caption-input","hint":"Write your post caption"}}}
+{"op":"add","path":"/elements/np-caption-input","value":{"type":"TextArea","props":{"name":"caption","placeholder":"What's this post about?","rows":3,"value":{"$bindState":"/newPost/caption"}}}}
+{"op":"add","path":"/state/newPost","value":{"caption":"","platform":"Instagram","time":""}}
+{"op":"add","path":"/elements/np-platform-fc","value":{"type":"FormControl","props":{"label":"Platform","input":"np-platform-select"}}}
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+{"op":"add","path":"/elements/np-p-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"}}}
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+{"op":"add","path":"/elements/np-p-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"}}}
+{"op":"add","path":"/elements/np-p-x","value":{"type":"SelectItem","props":{"value":"X","label":"X / Twitter"}}}
+{"op":"add","path":"/elements/np-time-fc","value":{"type":"FormControl","props":{"label":"Time","input":"np-time-input","hint":"e.g. Mon 6:00 PM"}}}
+{"op":"add","path":"/elements/np-time-input","value":{"type":"Input","props":{"name":"time","placeholder":"Mon 6:00 PM","type":"text","value":{"$bindState":"/newPost/time"}}}}
+{"op":"add","path":"/elements/np-submit","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduled","value":{"id":"$id","caption":{"$state":"/newPost/caption"},"platform":{"$state":"/newPost/platform"},"time":{"$state":"/newPost/time"},"day":"New"},"clearStatePath":"/newPost/caption"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..6fc0f8e87
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,127 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","daySelector","kpiRow","chartsRow","deptStaffRow","criticalDischargeRow","orSuppliesRow","actionsRow"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command","subtitle":"Live overview — Central General Hospital"}}}
+
+{"op":"add","path":"/elements/daySelector","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["daySelectorLabel","dayPicker","daySelectorHint"]}}
+{"op":"add","path":"/elements/daySelectorLabel","value":{"type":"Heading","props":{"text":"View another day","level":"h4"}}}
+{"op":"add","path":"/elements/dayPicker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/viewDate"}},"children":[]}}
+{"op":"add","path":"/elements/daySelectorHint","value":{"type":"TextContent","props":{"text":{"$template":"Showing data for: ${/viewDate}"},"size":"small"}}}
+{"op":"add","path":"/state/viewDate","value":"2024-06-12"}
+
+{"op":"add","path":"/elements/kpiRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bedCard","erCard","admitCountCard"]}}
+{"op":"add","path":"/elements/bedCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bedTitle","bedProgress","bedDetail"]}}
+{"op":"add","path":"/elements/bedTitle","value":{"type":"Heading","props":{"text":"Bed Occupancy","level":"h4"}}}
+{"op":"add","path":"/elements/bedProgress","value":{"type":"Progress","props":{"value":87,"label":"87% occupied"}}}
+{"op":"add","path":"/elements/bedDetail","value":{"type":"TextContent","props":{"text":"348 of 400 beds in use","size":"small"}}}
+
+{"op":"add","path":"/elements/erCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["erTitle","erValue","erTag"]}}
+{"op":"add","path":"/elements/erTitle","value":{"type":"Heading","props":{"text":"Current ER Wait","level":"h4"}}}
+{"op":"add","path":"/elements/erValue","value":{"type":"Heading","props":{"text":"42 min","level":"h1"}}}
+{"op":"add","path":"/elements/erTag","value":{"type":"Tag","props":{"text":"Above target","variant":"warning","size":"md"}}}
+
+{"op":"add","path":"/elements/admitCountCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admitCountTitle","admitCountValue","admitCountTag"]}}
+{"op":"add","path":"/elements/admitCountTitle","value":{"type":"Heading","props":{"text":"Admissions Today","level":"h4"}}}
+{"op":"add","path":"/elements/admitCountValue","value":{"type":"Heading","props":{"text":"58","level":"h1"}}}
+{"op":"add","path":"/elements/admitCountTag","value":{"type":"Tag","props":{"text":"+6 vs yesterday","variant":"info","size":"md"}}}
+
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["admitChartCard","deptChartCard"]}}
+
+{"op":"add","path":"/elements/admitChartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admitChartTitle","admitChart"]}}
+{"op":"add","path":"/elements/admitChartTitle","value":{"type":"Heading","props":{"text":"Admissions — Past Two Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/admitChart","value":{"type":"LineChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"],"series":["admitSeries"],"variant":"natural","xLabel":"Day","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admitSeries","value":{"type":"Series","props":{"category":"Admissions","values":[44,52,48,61,55,49,58,62,57,64,60,58,66,63]},"children":[]}}
+
+{"op":"add","path":"/elements/deptChartCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deptChartTitle","deptChart"]}}
+{"op":"add","path":"/elements/deptChartTitle","value":{"type":"Heading","props":{"text":"Patients per Department","level":"h4"}}}
+{"op":"add","path":"/elements/deptChart","value":{"type":"HorizontalBarChart","props":{"labels":["Emergency","Cardiology","Orthopedics","Pediatrics","Oncology","Neurology","General Surgery"],"series":["deptSeries"],"xLabel":"Patients"},"children":[]}}
+{"op":"add","path":"/elements/deptSeries","value":{"type":"Series","props":{"category":"Patients","values":[64,42,38,29,33,25,47]},"children":[]}}
+
+{"op":"add","path":"/elements/deptStaffRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["staffCard"]}}
+{"op":"add","path":"/elements/staffCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["staffTitle","staffList"]}}
+{"op":"add","path":"/elements/staffTitle","value":{"type":"Heading","props":{"text":"Staff on Shift","level":"h4"}}}
+{"op":"add","path":"/elements/staffList","value":{"type":"ListBlock","props":{"variant":"image"},"repeat":{"statePath":"/staff","key":"id"},"children":["staffItem"]}}
+{"op":"add","path":"/elements/staffItem","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"}},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"s1","name":"Dr. Amelia Rhodes","role":"Attending Physician — ER"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"s2","name":"Dr. Marcus Chen","role":"Cardiologist"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Nurse Priya Patel","role":"Charge Nurse — ICU"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Dr. Sofia Alvarez","role":"Surgeon — General"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"s5","name":"Nurse James Okoro","role":"RN — Pediatrics"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"s6","name":"Dr. Nina Haddad","role":"Anesthesiologist"}}
+
+{"op":"add","path":"/elements/criticalDischargeRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["criticalCard","dischargeCard"]}}
+
+{"op":"add","path":"/elements/criticalCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["criticalTitle","criticalList"]}}
+{"op":"add","path":"/elements/criticalTitle","value":{"type":"Heading","props":{"text":"Critical Patients","level":"h4"}}}
+{"op":"add","path":"/elements/criticalList","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/critical","key":"id"},"children":["criticalItem"]}}
+{"op":"add","path":"/elements/criticalItem","value":{"type":"Alert","props":{"title":{"$template":"${name} — Room ${room}"},"description":{"$template":"${condition} • Dept: ${dept}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/critical","value":[]}
+{"op":"add","path":"/state/critical/0","value":{"id":"c1","name":"Robert Ellis","room":"ICU-3","condition":"Post-op cardiac, unstable","dept":"Cardiology"}}
+{"op":"add","path":"/state/critical/1","value":{"id":"c2","name":"Maria Gomez","room":"ICU-7","condition":"Septic shock","dept":"ICU"}}
+{"op":"add","path":"/state/critical/2","value":{"id":"c3","name":"David Kim","room":"ER-12","condition":"Multi-trauma","dept":"Emergency"}}
+
+{"op":"add","path":"/elements/dischargeCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dischargeTitle","dischargeList"]}}
+{"op":"add","path":"/elements/dischargeTitle","value":{"type":"Heading","props":{"text":"Ready for Discharge","level":"h4"}}}
+{"op":"add","path":"/elements/dischargeList","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/discharge","key":"id"},"children":["dischargeItem"]}}
+{"op":"add","path":"/elements/dischargeItem","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"Room ${room} • ${dept} • ${status}"}},"children":[]}}
+{"op":"add","path":"/state/discharge","value":[]}
+{"op":"add","path":"/state/discharge/0","value":{"id":"d1","name":"Linda Foster","room":"4B-201","dept":"Orthopedics","status":"Awaiting paperwork"}}
+{"op":"add","path":"/state/discharge/1","value":{"id":"d2","name":"Tom Bradley","room":"3A-115","dept":"Cardiology","status":"Cleared by physician"}}
+{"op":"add","path":"/state/discharge/2","value":{"id":"d3","name":"Grace Liu","room":"5C-330","dept":"General Surgery","status":"Transport pending"}}
+
+{"op":"add","path":"/elements/orSuppliesRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["orCard","suppliesCard"]}}
+
+{"op":"add","path":"/elements/orCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["orTitle","orTable"]}}
+{"op":"add","path":"/elements/orTitle","value":{"type":"Heading","props":{"text":"Today's OR Bookings","level":"h4"}}}
+{"op":"add","path":"/elements/orTable","value":{"type":"Table","props":{"columns":["orColTime","orColRoom","orColProc","orColSurgeon"]},"children":[]}}
+{"op":"add","path":"/elements/orColTime","value":{"type":"Col","props":{"label":"Time","data":["07:30","09:00","11:15","13:30","15:45"]},"children":[]}}
+{"op":"add","path":"/elements/orColRoom","value":{"type":"Col","props":{"label":"Room","data":["OR-1","OR-2","OR-1","OR-3","OR-2"]},"children":[]}}
+{"op":"add","path":"/elements/orColProc","value":{"type":"Col","props":{"label":"Procedure","data":["Appendectomy","CABG","Knee Replacement","Craniotomy","Cholecystectomy"]},"children":[]}}
+{"op":"add","path":"/elements/orColSurgeon","value":{"type":"Col","props":{"label":"Surgeon","data":["Dr. Alvarez","Dr. Chen","Dr. Patel","Dr. Haddad","Dr. Alvarez"]},"children":[]}}
+
+{"op":"add","path":"/elements/suppliesCard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["suppliesTitle","suppliesList"]}}
+{"op":"add","path":"/elements/suppliesTitle","value":{"type":"Heading","props":{"text":"Supplies Running Low","level":"h4"}}}
+{"op":"add","path":"/elements/suppliesList","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/supplies","key":"id"},"children":["supplyItem"]}}
+{"op":"add","path":"/elements/supplyItem","value":{"type":"TextCallout","props":{"title":{"$template":"${name} — ${qty} left"},"description":{"$template":"Reorder level: ${reorder} • ${location}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/supplies","value":[]}
+{"op":"add","path":"/state/supplies/0","value":{"id":"sup1","name":"N95 Masks","qty":"120 units","reorder":"500","location":"Central Store"}}
+{"op":"add","path":"/state/supplies/1","value":{"id":"sup2","name":"Type O- Blood","qty":"4 units","reorder":"12","location":"Blood Bank"}}
+{"op":"add","path":"/state/supplies/2","value":{"id":"sup3","name":"IV Saline 1L","qty":"38 bags","reorder":"150","location":"Ward Supply"}}
+{"op":"add","path":"/state/supplies/3","value":{"id":"sup4","name":"Surgical Gloves (M)","qty":"9 boxes","reorder":"40","location":"OR Supply"}}
+
+{"op":"add","path":"/elements/actionsRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"start"},"children":["incidentDialog","transferDialog"]}}
+
+{"op":"add","path":"/elements/incidentDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Incident","triggerVariant":"destructive","title":"File an Incident Report","description":"Record a safety, patient, or operational incident.","content":["incidentForm"]},"children":[]}}
+{"op":"add","path":"/elements/incidentForm","value":{"type":"Form","props":{"name":"incidentForm","fields":["incTypeFC","incLocFC","incDescFC"],"buttons":["incSubmitBtn"]},"children":[]}}
+{"op":"add","path":"/elements/incTypeFC","value":{"type":"FormControl","props":{"label":"Incident Type","input":"incTypeSelect"},"children":[]}}
+{"op":"add","path":"/elements/incTypeSelect","value":{"type":"Select","props":{"name":"incType","placeholder":"Select type","items":["incOptFall","incOptMed","incOptEquip","incOptOther"],"value":{"$bindState":"/incident/type"}},"children":[]}}
+{"op":"add","path":"/elements/incOptFall","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient Fall"},"children":[]}}
+{"op":"add","path":"/elements/incOptMed","value":{"type":"SelectItem","props":{"value":"med","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/incOptEquip","value":{"type":"SelectItem","props":{"value":"equip","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/incOptOther","value":{"type":"SelectItem","props":{"value":"other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/incLocFC","value":{"type":"FormControl","props":{"label":"Location","input":"incLocInput"},"children":[]}}
+{"op":"add","path":"/elements/incLocInput","value":{"type":"Input","props":{"name":"incLoc","placeholder":"e.g. Ward 4B, Room 201","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incDescFC","value":{"type":"FormControl","props":{"label":"Description","input":"incDescArea"},"children":[]}}
+{"op":"add","path":"/elements/incDescArea","value":{"type":"TextArea","props":{"name":"incDesc","placeholder":"Describe what happened","rows":4,"value":{"$bindState":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incSubmitBtn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/incidents","value":{"id":"$id","type":{"$state":"/incident/type"},"location":{"$state":"/incident/location"},"description":{"$state":"/incident/description"}},"clearStatePath":"/incident/description"}}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/state/incidents","value":[]}
+
+{"op":"add","path":"/elements/transferDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Transfer","triggerVariant":"secondary","title":"Request Patient Transfer","description":"Move a patient to another department or facility.","content":["transferForm"]},"children":[]}}
+{"op":"add","path":"/elements/transferForm","value":{"type":"Form","props":{"name":"transferForm","fields":["trPatientFC","trFromFC","trToFC","trReasonFC"],"buttons":["trSubmitBtn"]},"children":[]}}
+{"op":"add","path":"/elements/trPatientFC","value":{"type":"FormControl","props":{"label":"Patient Name","input":"trPatientInput"},"children":[]}}
+{"op":"add","path":"/elements/trPatientInput","value":{"type":"Input","props":{"name":"trPatient","placeholder":"Patient full name","value":{"$bindState":"/transfer/patient"}},"children":[]}}
+{"op":"add","path":"/elements/trFromFC","value":{"type":"FormControl","props":{"label":"From Department","input":"trFromInput"},"children":[]}}
+{"op":"add","path":"/elements/trFromInput","value":{"type":"Input","props":{"name":"trFrom","placeholder":"e.g. Emergency","value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/trToFC","value":{"type":"FormControl","props":{"label":"To Department","input":"trToSelect"},"children":[]}}
+{"op":"add","path":"/elements/trToSelect","value":{"type":"Select","props":{"name":"trTo","placeholder":"Select destination","items":["trOptICU","trOptCard","trOptOrtho","trOptOnc","trOptNeuro"],"value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/trOptICU","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/trOptCard","value":{"type":"SelectItem","props":{"value":"cardiology","label":"Cardiology"},"children":[]}}
+{"op":"add","path":"/elements/trOptOrtho","value":{"type":"SelectItem","props":{"value":"orthopedics","label":"Orthopedics"},"children":[]}}
+{"op":"add","path":"/elements/trOptOnc","value":{"type":"SelectItem","props":{"value":"oncology","label":"Oncology"},"children":[]}}
+{"op":"add","path":"/elements/trOptNeuro","value":{"type":"SelectItem","props":{"value":"neurology","label":"Neurology"},"children":[]}}
+{"op":"add","path":"/elements/trReasonFC","value":{"type":"FormControl","props":{"label":"Reason","input":"trReasonArea"},"children":[]}}
+{"op":"add","path":"/elements/trReasonArea","value":{"type":"TextArea","props":{"name":"trReason","placeholder":"Clinical reason for transfer","rows":3,"value":{"$bindState":"/transfer/reason"}},"children":[]}}
+{"op":"add","path":"/elements/trSubmitBtn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patient":{"$state":"/transfer/patient"},"from":{"$state":"/transfer/from"},"to":{"$state":"/transfer/to"},"reason":{"$state":"/transfer/reason"}},"clearStatePath":"/transfer/reason"}}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patient":"","from":"","to":"","reason":""}}
+{"op":"add","path":"/state/transfers","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..5dcfcc05f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,116 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","day-picker","metrics-row","charts-row","dept-staff-row","critical-discharge-row","or-supplies-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command Center","subtitle":"Real-time facility overview"}}}
+{"op":"add","path":"/elements/day-picker","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["day-label","day-select"]}}
+{"op":"add","path":"/elements/day-label","value":{"type":"TextContent","props":{"text":"**Viewing day:**","size":"default"}}}
+{"op":"add","path":"/elements/day-select","value":{"type":"Select","props":{"name":"viewDay","value":{"$bindState":"/viewDay"},"items":["ds-1","ds-2","ds-3"],"size":"medium"},"children":["ds-1","ds-2","ds-3"]}}
+{"op":"add","path":"/elements/ds-1","value":{"type":"SelectItem","props":{"value":"today","label":"Today - Jun 14"}}}
+{"op":"add","path":"/elements/ds-2","value":{"type":"SelectItem","props":{"value":"yesterday","label":"Yesterday - Jun 13"}}}
+{"op":"add","path":"/elements/ds-3","value":{"type":"SelectItem","props":{"value":"jun12","label":"Jun 12"}}}
+{"op":"add","path":"/state/viewDay","value":"today"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bed-card","er-card","admit-count-card"]}}
+{"op":"add","path":"/elements/bed-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-title","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-title","value":{"type":"Heading","props":{"text":"Bed Occupancy","level":"h4"}}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/occupied} / ${/bedOccupancy/total} beds"}}}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/bedOccupancy/percent}%** occupancy — ${/bedOccupancy/available} available"},"size":"small"}}}
+{"op":"add","path":"/state/bedOccupancy","value":{"occupied":214,"total":260,"available":46,"percent":82}}
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-title","er-value","er-tag"]}}
+{"op":"add","path":"/elements/er-title","value":{"type":"Heading","props":{"text":"Current ER Wait","level":"h4"}}}
+{"op":"add","path":"/elements/er-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/erWait/minutes} min"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/er-tag","value":{"type":"Tag","props":{"text":{"$template":"${/erWait/waiting} patients waiting"},"variant":"warning","size":"md"}}}
+{"op":"add","path":"/state/erWait","value":{"minutes":38,"waiting":12}}
+{"op":"add","path":"/elements/admit-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admit-title","admit-value","admit-sub"]}}
+{"op":"add","path":"/elements/admit-title","value":{"type":"Heading","props":{"text":"Admissions Today","level":"h4"}}}
+{"op":"add","path":"/elements/admit-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/admitToday}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/admit-sub","value":{"type":"TextContent","props":{"text":"vs 41 yesterday","size":"small"}}}
+{"op":"add","path":"/state/admitToday","value":47}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["admissions-chart-card","dept-chart-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admissions-chart-title","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-chart-title","value":{"type":"Heading","props":{"text":"Admissions — Past Two Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"],"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":["admissions-series"]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[38,42,35,40,45,52,48,44,39,46,50,43,41,47]}}}
+{"op":"add","path":"/elements/dept-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["dept-chart-title","dept-chart"]}}
+{"op":"add","path":"/elements/dept-chart-title","value":{"type":"Heading","props":{"text":"Patients per Department","level":"h4"}}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Emergency","Cardiology","Pediatrics","Oncology","Orthopedics","Neurology","ICU"],"series":["dept-series"],"xLabel":"Patients"},"children":["dept-series"]}}
+{"op":"add","path":"/elements/dept-series","value":{"type":"Series","props":{"category":"Patients","values":[34,28,22,19,25,16,18]}}}
+{"op":"add","path":"/elements/dept-staff-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["staff-card"]}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["staff-title","staff-list"]}}
+{"op":"add","path":"/elements/staff-title","value":{"type":"Heading","props":{"text":"Staff On Shift","level":"h4"}}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"ListBlock","props":{"variant":"image"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"},"actionLabel":{"$item":"department"}}}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"s1","name":"Dr. Amara Okafor","role":"Attending Physician","department":"Emergency"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"s2","name":"Dr. Liam Chen","role":"Cardiologist","department":"Cardiology"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Nurse Priya Rao","role":"Charge Nurse","department":"ICU"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Nurse Marcus Bell","role":"RN","department":"Pediatrics"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"s5","name":"Dr. Sofia Martinez","role":"Surgeon","department":"Orthopedics"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"s6","name":"Ted Nguyen","role":"Respiratory Therapist","department":"ICU"}}
+{"op":"add","path":"/elements/critical-discharge-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["critical-card","discharge-card"]}}
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-title","critical-list"]}}
+{"op":"add","path":"/elements/critical-title","value":{"type":"Heading","props":{"text":"Critical Patients","level":"h4"}}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/critical","key":"id"},"children":["critical-item"]}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"title":{"$template":"${/critical-placeholder}"},"description":{"$item":"detail"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"title":{"$item":"name"},"description":{"$template":"${room} — ${detail}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/critical","value":[]}
+{"op":"add","path":"/state/critical/0","value":{"id":"c1","name":"John Reyes","room":"ICU-3","detail":"Post-op cardiac, unstable vitals"}}
+{"op":"add","path":"/state/critical/1","value":{"id":"c2","name":"Maria Silva","room":"ER-7","detail":"Severe trauma, monitoring"}}
+{"op":"add","path":"/state/critical/2","value":{"id":"c3","name":"Ahmed Hassan","room":"ICU-1","detail":"Respiratory failure, ventilated"}}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-title","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-title","value":{"type":"Heading","props":{"text":"Ready for Discharge","level":"h4"}}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/discharge","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${room} — ${status}"}}}}
+{"op":"add","path":"/state/discharge","value":[]}
+{"op":"add","path":"/state/discharge/0","value":{"id":"d1","name":"Emily Foster","room":"Ward-B12","status":"Paperwork pending"}}
+{"op":"add","path":"/state/discharge/1","value":{"id":"d2","name":"George Kim","room":"Ward-A4","status":"Cleared, awaiting transport"}}
+{"op":"add","path":"/state/discharge/2","value":{"id":"d3","name":"Nadia Petrov","room":"Ward-C9","status":"Ready now"}}
+{"op":"add","path":"/elements/or-supplies-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["or-card","supplies-card"]}}
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["or-title","or-table"]}}
+{"op":"add","path":"/elements/or-title","value":{"type":"Heading","props":{"text":"Today's OR Bookings","level":"h4"}}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["or-col-time","or-col-room","or-col-proc","or-col-surgeon"]},"children":["or-col-time","or-col-room","or-col-proc","or-col-surgeon"]}}
+{"op":"add","path":"/elements/or-col-time","value":{"type":"Col","props":{"label":"Time","type":"string","data":["08:00","10:30","13:00","15:30"]}}}
+{"op":"add","path":"/elements/or-col-room","value":{"type":"Col","props":{"label":"OR","type":"string","data":["OR-1","OR-2","OR-1","OR-3"]}}}
+{"op":"add","path":"/elements/or-col-proc","value":{"type":"Col","props":{"label":"Procedure","type":"string","data":["Appendectomy","Knee Replacement","Cardiac Bypass","Cataract Surgery"]}}}
+{"op":"add","path":"/elements/or-col-surgeon","value":{"type":"Col","props":{"label":"Surgeon","type":"string","data":["Dr. Martinez","Dr. Martinez","Dr. Chen","Dr. Okafor"]}}}
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["supplies-title","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-title","value":{"type":"Heading","props":{"text":"Supplies Running Low","level":"h4"}}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/supplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between","align":"center"},"children":["supply-name","supply-tag"]}}
+{"op":"add","path":"/elements/supply-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${count} left"},"size":"default"}}}
+{"op":"add","path":"/elements/supply-tag","value":{"type":"Tag","props":{"text":{"$item":"level"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/state/supplies","value":[]}
+{"op":"add","path":"/state/supplies/0","value":{"id":"sup1","name":"Surgical Gloves (M)","count":48,"level":"Critical"}}
+{"op":"add","path":"/state/supplies/1","value":{"id":"sup2","name":"IV Saline Bags","count":22,"level":"Low"}}
+{"op":"add","path":"/state/supplies/2","value":{"id":"sup3","name":"N95 Masks","count":30,"level":"Critical"}}
+{"op":"add","path":"/state/supplies/3","value":{"id":"sup4","name":"Blood Type O-","count":6,"level":"Critical"}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["incident-dialog","transfer-drawer"]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Incident Report","title":"File an Incident","description":"Report a safety or operational incident.","triggerVariant":"destructive","content":["incident-form"]},"children":["incident-form"]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentForm","fields":["fc-inc-type","fc-inc-loc","fc-inc-desc"],"buttons":["inc-submit"]},"children":["fc-inc-type","fc-inc-loc","fc-inc-desc","inc-submit"]}}
+{"op":"add","path":"/elements/fc-inc-type","value":{"type":"FormControl","props":{"label":"Incident Type","input":"inc-type-select"},"children":["inc-type-select"]}}
+{"op":"add","path":"/elements/inc-type-select","value":{"type":"Select","props":{"name":"incType","placeholder":"Select type","items":["it-1","it-2","it-3"]},"children":["it-1","it-2","it-3"]}}
+{"op":"add","path":"/elements/it-1","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient Fall"}}}
+{"op":"add","path":"/elements/it-2","value":{"type":"SelectItem","props":{"value":"med","label":"Medication Error"}}}
+{"op":"add","path":"/elements/it-3","value":{"type":"SelectItem","props":{"value":"equip","label":"Equipment Failure"}}}
+{"op":"add","path":"/elements/fc-inc-loc","value":{"type":"FormControl","props":{"label":"Location","input":"inc-loc-input"},"children":["inc-loc-input"]}}
+{"op":"add","path":"/elements/inc-loc-input","value":{"type":"Input","props":{"name":"incLoc","placeholder":"e.g. Ward-B12"}}}
+{"op":"add","path":"/elements/fc-inc-desc","value":{"type":"FormControl","props":{"label":"Description","input":"inc-desc-area"},"children":["inc-desc-area"]}}
+{"op":"add","path":"/elements/inc-desc-area","value":{"type":"TextArea","props":{"name":"incDesc","placeholder":"Describe what happened...","rows":4}}}
+{"op":"add","path":"/elements/inc-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentFiled","value":true}}}}}
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request Patient Transfer","title":"Patient Transfer Request","description":"Move a patient between departments or facilities.","content":["transfer-form"]},"children":["transfer-form"]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","fields":["fc-tr-patient","fc-tr-from","fc-tr-to","fc-tr-reason"],"buttons":["tr-submit"]},"children":["fc-tr-patient","fc-tr-from","fc-tr-to","fc-tr-reason","tr-submit"]}}
+{"op":"add","path":"/elements/fc-tr-patient","value":{"type":"FormControl","props":{"label":"Patient Name","input":"tr-patient-input"},"children":["tr-patient-input"]}}
+{"op":"add","path":"/elements/tr-patient-input","value":{"type":"Input","props":{"name":"trPatient","placeholder":"Patient full name"}}}
+{"op":"add","path":"/elements/fc-tr-from","value":{"type":"FormControl","props":{"label":"From Department","input":"tr-from-select"},"children":["tr-from-select"]}}
+{"op":"add","path":"/elements/tr-from-select","value":{"type":"Select","props":{"name":"trFrom","placeholder":"Origin","items":["dep-1","dep-2","dep-3"]},"children":["dep-1","dep-2","dep-3"]}}
+{"op":"add","path":"/elements/dep-1","value":{"type":"SelectItem","props":{"value":"er","label":"Emergency"}}}
+{"op":"add","path":"/elements/dep-2","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"}}}
+{"op":"add","path":"/elements/dep-3","value":{"type":"SelectItem","props":{"value":"cardio","label":"Cardiology"}}}
+{"op":"add","path":"/elements/fc-tr-to","value":{"type":"FormControl","props":{"label":"To Department","input":"tr-to-select"},"children":["tr-to-select"]}}
+{"op":"add","path":"/elements/tr-to-select","value":{"type":"Select","props":{"name":"trTo","placeholder":"Destination","items":["dep2-1","dep2-2","dep2-3"]},"children":["dep2-1","dep2-2","dep2-3"]}}
+{"op":"add","path":"/elements/dep2-1","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"}}}
+{"op":"add","path":"/elements/dep2-2","value":{"type":"SelectItem","props":{"value":"ortho","label":"Orthopedics"}}}
+{"op":"add","path":"/elements/dep2-3","value":{"type":"SelectItem","props":{"value":"onco","label":"Oncology"}}}
+{"op":"add","path":"/elements/fc-tr-reason","value":{"type":"FormControl","props":{"label":"Reason","input":"tr-reason-area"},"children":["tr-reason-area"]}}
+{"op":"add","path":"/elements/tr-reason-area","value":{"type":"TextArea","props":{"name":"trReason","placeholder":"Reason for transfer...","rows":3}}}
+{"op":"add","path":"/elements/tr-submit","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferRequested","value":true}}}}}
+{"op":"add","path":"/state/incidentFiled","value":false}
+{"op":"add","path":"/state/transferRequested","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..c0a45141a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,122 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","daypicker","metrics","charts-row","depts","staff-critical-row","discharge-or-row","supplies","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hospital Operations Command","subtitle":"Real-time facility overview"}}}
+{"op":"add","path":"/elements/daypicker","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["daypicker-label","daypicker-cal","daypicker-value"]}}
+{"op":"add","path":"/elements/daypicker-label","value":{"type":"TextContent","props":{"text":"**Viewing day:**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/daypicker-cal","value":{"type":"DatePicker","props":{"name":"viewDay","mode":"single","value":{"$bindState":"/viewDay"}}}}
+{"op":"add","path":"/elements/daypicker-value","value":{"type":"TextContent","props":{"text":{"$template":"Selected: ${/viewDay}"}}}}
+{"op":"add","path":"/state/viewDay","value":"2024-06-12"}
+
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-beds","metric-erwait"]}}
+{"op":"add","path":"/elements/metric-beds","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["beds-title","beds-progress","beds-detail"]}}
+{"op":"add","path":"/elements/beds-title","value":{"type":"Heading","props":{"text":"Bed Occupancy","level":"h4"}}}
+{"op":"add","path":"/elements/beds-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/occupied} / ${/bedOccupancy/total} beds occupied"}}}}
+{"op":"add","path":"/elements/beds-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/bedOccupancy/percent}%** occupancy · ${/bedOccupancy/available} available","size":"small"}}}}
+{"op":"add","path":"/state/bedOccupancy","value":{"total":420,"occupied":357,"available":63,"percent":85}}
+
+{"op":"add","path":"/elements/metric-erwait","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["erwait-title","erwait-value","erwait-tag"]}}
+{"op":"add","path":"/elements/erwait-title","value":{"type":"Heading","props":{"text":"Current ER Wait","level":"h4"}}}
+{"op":"add","path":"/elements/erwait-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/erWait/minutes} min** average wait","size":"large-heavy"}}}}
+{"op":"add","path":"/elements/erwait-tag","value":{"type":"Tag","props":{"text":{"$template":"${/erWait/waiting} patients waiting"},"variant":"warning"}}}
+{"op":"add","path":"/state/erWait","value":{"minutes":42,"waiting":18}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["admissions-card"]}}
+{"op":"add","path":"/elements/admissions-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["admissions-title","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-title","value":{"type":"Heading","props":{"text":"Admissions — Past Two Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"LineChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"],"series":["admissions-series"],"variant":"natural","xLabel":"Day","yLabel":"Admissions"}}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[62,58,71,49,66,74,80,55,63,69,77,84,72,68]}}}
+
+{"op":"add","path":"/elements/depts","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["depts-title","depts-chart"]}}
+{"op":"add","path":"/elements/depts-title","value":{"type":"Heading","props":{"text":"Patients Per Department","level":"h4"}}}
+{"op":"add","path":"/elements/depts-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Emergency","Cardiology","Oncology","Pediatrics","Orthopedics","Neurology","ICU"],"series":["depts-series"],"xLabel":"Patients"}}}
+{"op":"add","path":"/elements/depts-series","value":{"type":"Series","props":{"category":"Patients","values":[64,48,39,52,41,29,33]}}}
+
+{"op":"add","path":"/elements/staff-critical-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["staff-card","critical-card"]}}
+
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["staff-title","staff-list"]}}
+{"op":"add","path":"/elements/staff-title","value":{"type":"Heading","props":{"text":"Staff On Shift","level":"h4"}}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"role"}}}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"1","name":"Dr. Amelia Chen","role":"Attending Physician — ER"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"2","name":"Dr. Marcus Webb","role":"Cardiologist"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"3","name":"Sofia Ramirez, RN","role":"Charge Nurse — ICU"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"4","name":"James Okafor, RN","role":"Nurse — Pediatrics"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"5","name":"Dr. Priya Nair","role":"Anesthesiologist"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"6","name":"Liam Foster","role":"Respiratory Therapist"}}
+
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["critical-title","critical-list"]}}
+{"op":"add","path":"/elements/critical-title","value":{"type":"Heading","props":{"text":"Critical Patients","level":"h4"}}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/critical","key":"id"},"children":["critical-item"]}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"title":{"$template":"${name} — ${location}"},"description":{"$template":"${condition} · Status: ${status}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/critical","value":[]}
+{"op":"add","path":"/state/critical/0","value":{"id":"1","name":"Patient #4821","location":"ICU Bay 3","condition":"Post-op cardiac, unstable BP","status":"Critical"}}
+{"op":"add","path":"/state/critical/1","value":{"id":"2","name":"Patient #5093","location":"ER Trauma 1","condition":"Multi-trauma, MVA","status":"Critical"}}
+{"op":"add","path":"/state/critical/2","value":{"id":"3","name":"Patient #4677","location":"ICU Bay 7","condition":"Respiratory failure, ventilated","status":"Guarded"}}
+
+{"op":"add","path":"/elements/discharge-or-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["discharge-card","or-card"]}}
+
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["discharge-title","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-title","value":{"type":"Heading","props":{"text":"Ready For Discharge","level":"h4"}}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/discharge","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${dept} · Room ${room}"},"actionLabel":"Discharge"}}}
+{"op":"add","path":"/state/discharge","value":[]}
+{"op":"add","path":"/state/discharge/0","value":{"id":"1","name":"Patient #4210","dept":"Orthopedics","room":"312"}}
+{"op":"add","path":"/state/discharge/1","value":{"id":"2","name":"Patient #4388","dept":"Cardiology","room":"208"}}
+{"op":"add","path":"/state/discharge/2","value":{"id":"3","name":"Patient #4501","dept":"General Medicine","room":"145"}}
+
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["or-title","or-table"]}}
+{"op":"add","path":"/elements/or-title","value":{"type":"Heading","props":{"text":"Today's OR Bookings","level":"h4"}}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["or-col-time","or-col-room","or-col-proc","or-col-surgeon"]}}}
+{"op":"add","path":"/elements/or-col-time","value":{"type":"Col","props":{"label":"Time","data":["08:00","10:30","12:00","14:15","16:00"]}}}
+{"op":"add","path":"/elements/or-col-room","value":{"type":"Col","props":{"label":"OR","data":["OR-1","OR-2","OR-1","OR-3","OR-2"]}}}
+{"op":"add","path":"/elements/or-col-proc","value":{"type":"Col","props":{"label":"Procedure","data":["CABG","Knee Replacement","Appendectomy","Craniotomy","Hip Replacement"]}}}
+{"op":"add","path":"/elements/or-col-surgeon","value":{"type":"Col","props":{"label":"Surgeon","data":["Dr. Webb","Dr. Silva","Dr. Chen","Dr. Kaur","Dr. Silva"]}}}
+
+{"op":"add","path":"/elements/supplies","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"card"},"children":["supplies-title","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-title","value":{"type":"Heading","props":{"text":"Supplies Running Low","level":"h4"}}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/supplies","key":"id"},"children":["supplies-item"]}}
+{"op":"add","path":"/elements/supplies-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["supplies-name","supplies-badge"]}}
+{"op":"add","path":"/elements/supplies-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${qty} ${unit} remaining"}}}}
+{"op":"add","path":"/elements/supplies-badge","value":{"type":"Badge","props":{"text":{"$item":"level"},"variant":"destructive"}}}
+{"op":"add","path":"/state/supplies","value":[]}
+{"op":"add","path":"/state/supplies/0","value":{"id":"1","name":"N95 Masks","qty":120,"unit":"units","level":"Low"}}
+{"op":"add","path":"/state/supplies/1","value":{"id":"2","name":"O-negative Blood","qty":4,"unit":"units","level":"Critical"}}
+{"op":"add","path":"/state/supplies/2","value":{"id":"3","name":"IV Saline Bags","qty":85,"unit":"units","level":"Low"}}
+{"op":"add","path":"/state/supplies/3","value":{"id":"4","name":"Propofol","qty":9,"unit":"vials","level":"Critical"}}
+
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["incident-dialog","transfer-drawer"]}}
+
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Incident","title":"File an Incident Report","description":"Report a safety or operational incident.","triggerVariant":"destructive","content":["incident-form"]}}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentForm","fields":["incident-type-fc","incident-loc-fc","incident-desc-fc"],"buttons":["incident-submit"]}}}
+{"op":"add","path":"/elements/incident-type-fc","value":{"type":"FormControl","props":{"label":"Incident Type","input":"incident-type-select"}}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Select type","items":["it-fall","it-med","it-equip","it-other"],"value":{"$bindState":"/incident/type"}}}}
+{"op":"add","path":"/elements/it-fall","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient Fall"}}}
+{"op":"add","path":"/elements/it-med","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication Error"}}}
+{"op":"add","path":"/elements/it-equip","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment Failure"}}}
+{"op":"add","path":"/elements/it-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"}}}
+{"op":"add","path":"/elements/incident-loc-fc","value":{"type":"FormControl","props":{"label":"Location","input":"incident-loc-input"}}}
+{"op":"add","path":"/elements/incident-loc-input","value":{"type":"Input","props":{"name":"incidentLoc","placeholder":"e.g. ICU Bay 4","value":{"$bindState":"/incident/location"}}}}
+{"op":"add","path":"/elements/incident-desc-fc","value":{"type":"FormControl","props":{"label":"Description","input":"incident-desc-input"}}}
+{"op":"add","path":"/elements/incident-desc-input","value":{"type":"TextArea","props":{"name":"incidentDesc","placeholder":"Describe what happened...","rows":4,"value":{"$bindState":"/incident/description"}}}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/incidents","value":{"id":"$id","type":{"$state":"/incident/type"},"location":{"$state":"/incident/location"},"description":{"$state":"/incident/description"}},"clearStatePath":"/incident/description"}}}}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/state/incidents","value":[]}
+
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request Transfer","title":"Request Patient Transfer","description":"Move a patient to another unit or facility.","content":["transfer-form"]}}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","fields":["transfer-patient-fc","transfer-from-fc","transfer-to-fc","transfer-reason-fc"],"buttons":["transfer-submit"]}}}
+{"op":"add","path":"/elements/transfer-patient-fc","value":{"type":"FormControl","props":{"label":"Patient ID","input":"transfer-patient-input"}}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g. #4821","value":{"$bindState":"/transfer/patient"}}}}
+{"op":"add","path":"/elements/transfer-from-fc","value":{"type":"FormControl","props":{"label":"From Unit","input":"transfer-from-input"}}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Input","props":{"name":"transferFrom","placeholder":"e.g. ER","value":{"$bindState":"/transfer/from"}}}}
+{"op":"add","path":"/elements/transfer-to-fc","value":{"type":"FormControl","props":{"label":"To Unit","input":"transfer-to-select"}}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Select destination","items":["tt-icu","tt-card","tt-onco","tt-gen"],"value":{"$bindState":"/transfer/to"}}}}
+{"op":"add","path":"/elements/tt-icu","value":{"type":"SelectItem","props":{"value":"icu","label":"ICU"}}}
+{"op":"add","path":"/elements/tt-card","value":{"type":"SelectItem","props":{"value":"cardiology","label":"Cardiology"}}}
+{"op":"add","path":"/elements/tt-onco","value":{"type":"SelectItem","props":{"value":"oncology","label":"Oncology"}}}
+{"op":"add","path":"/elements/tt-gen","value":{"type":"SelectItem","props":{"value":"general","label":"General Medicine"}}}
+{"op":"add","path":"/elements/transfer-reason-fc","value":{"type":"FormControl","props":{"label":"Reason","input":"transfer-reason-input"}}}
+{"op":"add","path":"/elements/transfer-reason-input","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Reason for transfer...","rows":3,"value":{"$bindState":"/transfer/reason"}}}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patient":{"$state":"/transfer/patient"},"from":{"$state":"/transfer/from"},"to":{"$state":"/transfer/to"},"reason":{"$state":"/transfer/reason"}},"clearStatePath":"/transfer/reason"}}}}}
+{"op":"add","path":"/state/transfer","value":{"patient":"","from":"","to":"","reason":""}}
+{"op":"add","path":"/state/transfers","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..dbbb06a60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","depts-supplies-row","staff-critical-row","discharge-or-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-date"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-date","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/viewDate"}},"children":[]}}
+{"op":"add","path":"/state/viewDate","value":["2024-06-12"]}
+
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bed-card","er-card","admit-card","discharge-count-card"]}}
+
+{"op":"add","path":"/elements/bed-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bed-header","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-header","value":{"type":"CardHeader","props":{"title":"Bed Occupancy","subtitle":"Hospital-wide"},"children":[]}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/beds/occupancyPct"},"label":{"$template":"${/beds/occupied} / ${/beds/total} beds"}},"children":[]}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/beds/occupancyPct}%** occupied · ${/beds/available} available"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/beds","value":{"total":420,"occupied":357,"available":63,"occupancyPct":85}}
+
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["er-header","er-wait","er-tag"]}}
+{"op":"add","path":"/elements/er-header","value":{"type":"CardHeader","props":{"title":"ER Wait Time","subtitle":"Current average"},"children":[]}}
+{"op":"add","path":"/elements/er-wait","value":{"type":"Heading","props":{"text":{"$template":"${/er/waitMinutes} min"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/er-tag","value":{"type":"Tag","props":{"text":{"$template":"${/er/patientsWaiting} patients waiting"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/er","value":{"waitMinutes":42,"patientsWaiting":18}}
+
+{"op":"add","path":"/elements/admit-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["admit-header","admit-value","admit-tag"]}}
+{"op":"add","path":"/elements/admit-header","value":{"type":"CardHeader","props":{"title":"Admissions Today","subtitle":"vs 14-day avg"},"children":[]}}
+{"op":"add","path":"/elements/admit-value","value":{"type":"Heading","props":{"text":{"$template":"${/admitToday}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/admit-tag","value":{"type":"Badge","props":{"text":"Above average","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/admitToday","value":64}
+
+{"op":"add","path":"/elements/discharge-count-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["discharge-count-header","discharge-count-value","discharge-count-tag"]}}
+{"op":"add","path":"/elements/discharge-count-header","value":{"type":"CardHeader","props":{"title":"Ready for Discharge","subtitle":"Awaiting sign-off"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count-value","value":{"type":"Heading","props":{"text":{"$template":"${/dischargeCount}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count-tag","value":{"type":"Tag","props":{"text":"Frees beds","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/dischargeCount","value":7}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["admissions-chart-card","dept-chart-card"]}}
+
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["admissions-chart-header","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-chart-header","value":{"type":"CardHeader","props":{"title":"Admissions — Past 2 Weeks"},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"LineChart","props":{"labels":["May30","May31","Jun1","Jun2","Jun3","Jun4","Jun5","Jun6","Jun7","Jun8","Jun9","Jun10","Jun11","Jun12"],"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[52,48,55,60,58,45,50,62,66,59,54,57,61,64]},"children":[]}}
+
+{"op":"add","path":"/elements/dept-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dept-chart-header","dept-chart"]}}
+{"op":"add","path":"/elements/dept-chart-header","value":{"type":"CardHeader","props":{"title":"Patients per Department"},"children":[]}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Cardiology","Neurology","Orthopedics","Oncology","Pediatrics","General Surgery","ICU"],"series":["dept-series"],"xLabel":"Patients"},"children":[]}}
+{"op":"add","path":"/elements/dept-series","value":{"type":"Series","props":{"category":"Patients","values":[58,41,47,39,52,63,28]},"children":[]}}
+
+{"op":"add","path":"/elements/depts-supplies-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["supplies-card"]}}
+
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["supplies-header","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies Running Low","subtitle":"Reorder recommended"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/supplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${qty} left · reorder at ${reorderAt}"},"actionLabel":"Order"},"children":[]}}
+{"op":"add","path":"/state/supplies","value":[]}
+{"op":"add","path":"/state/supplies/0","value":{"id":"s1","name":"N95 Respirators","qty":120,"reorderAt":500}}
+{"op":"add","path":"/state/supplies/1","value":{"id":"s2","name":"IV Saline Bags","qty":45,"reorderAt":200}}
+{"op":"add","path":"/state/supplies/2","value":{"id":"s3","name":"Surgical Gloves (M)","qty":8,"reorderAt":50}}
+{"op":"add","path":"/state/supplies/3","value":{"id":"s4","name":"Blood Type O-","qty":6,"reorderAt":15}}
+{"op":"add","path":"/state/supplies/4","value":{"id":"s5","name":"Propofol Vials","qty":18,"reorderAt":60}}
+
+{"op":"add","path":"/elements/staff-critical-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["staff-card","critical-card"]}}
+
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["staff-header","staff-table"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on Shift","subtitle":"Current shift"},"children":[]}}
+{"op":"add","path":"/elements/staff-table","value":{"type":"Table","props":{"columns":["staff-col-name","staff-col-role","staff-col-unit"]},"children":[]}}
+{"op":"add","path":"/elements/staff-col-name","value":{"type":"Col","props":{"label":"Name","type":"string","data":["Dr. Alice Chen","Dr. Marcus Reid","Nurse Priya Patel","Nurse Tom Ellis","Dr. Sofia Ruiz","Tech Jamal Brooks","Nurse Kim Lee"]},"children":[]}}
+{"op":"add","path":"/elements/staff-col-role","value":{"type":"Col","props":{"label":"Role","type":"string","data":["Attending Physician","ER Physician","Charge Nurse","RN","Surgeon","Radiology Tech","ICU Nurse"]},"children":[]}}
+{"op":"add","path":"/elements/staff-col-unit","value":{"type":"Col","props":{"label":"Unit","type":"string","data":["Cardiology","Emergency","Emergency","Med-Surg","OR","Imaging","ICU"]},"children":[]}}
+
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["critical-header","critical-list"]}}
+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"Critical Patients","subtitle":"Requires attention"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/critical","key":"id"},"children":["critical-item"]}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"title":{"$template":"${name} — Room ${room}"},"description":{"$template":"${condition} · ${dept}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/critical","value":[]}
+{"op":"add","path":"/state/critical/0","value":{"id":"c1","name":"R. Okafor","room":"ICU-3","condition":"Post-op cardiac, unstable","dept":"ICU"}}
+{"op":"add","path":"/state/critical/1","value":{"id":"c2","name":"M. Ivanova","room":"ER-7","condition":"Severe trauma, monitoring","dept":"Emergency"}}
+{"op":"add","path":"/state/critical/2","value":{"id":"c3","name":"D. Nguyen","room":"ICU-1","condition":"Respiratory failure, ventilated","dept":"ICU"}}
+
+{"op":"add","path":"/elements/discharge-or-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["discharge-card","or-card"]}}
+
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["discharge-header","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Ready for Discharge","subtitle":"Pending final sign-off"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/discharges","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${room} · ${dept} · ${status}"},"actionLabel":"Discharge"},"children":[]}}
+{"op":"add","path":"/state/discharges","value":[]}
+{"op":"add","path":"/state/discharges/0","value":{"id":"d1","name":"L. Fernandez","room":"C-204","dept":"Cardiology","status":"Awaiting pharmacy"}}
+{"op":"add","path":"/state/discharges/1","value":{"id":"d2","name":"H. Kowalski","room":"O-118","dept":"Orthopedics","status":"Ready"}}
+{"op":"add","path":"/state/discharges/2","value":{"id":"d3","name":"S. Abara","room":"G-330","dept":"General Surgery","status":"Awaiting transport"}}
+{"op":"add","path":"/state/discharges/3","value":{"id":"d4","name":"P. Rossi","room":"N-215","dept":"Neurology","status":"Ready"}}
+
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["or-header","or-table"]}}
+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"Operating Room Bookings","subtitle":"Today"},"children":[]}}
+{"op":"add","path":"/elements/or-table","value":{"type":"Table","props":{"columns":["or-col-time","or-col-room","or-col-proc","or-col-surgeon"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-time","value":{"type":"Col","props":{"label":"Time","type":"string","data":["08:00","10:30","12:00","14:15","16:00"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-room","value":{"type":"Col","props":{"label":"OR","type":"string","data":["OR-1","OR-2","OR-1","OR-3","OR-2"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-proc","value":{"type":"Col","props":{"label":"Procedure","type":"string","data":["CABG","Knee Replacement","Appendectomy","Craniotomy","Cholecystectomy"]},"children":[]}}
+{"op":"add","path":"/elements/or-col-surgeon","value":{"type":"Col","props":{"label":"Surgeon","type":"string","data":["Dr. Ruiz","Dr. Ruiz","Dr. Chen","Dr. Reid","Dr. Ruiz"]},"children":[]}}
+
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["incident-dialog","transfer-drawer","day-select-card"]}}
+
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File Incident Report","title":"File an Incident","description":"Report a safety or operational incident","triggerVariant":"destructive","content":["incident-form"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentForm","fields":["incident-type-fc","incident-loc-fc","incident-desc-fc"],"buttons":["incident-submit"]},"children":[]}}
+{"op":"add","path":"/elements/incident-type-fc","value":{"type":"FormControl","props":{"label":"Incident Type","input":"incident-type-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Select type","items":["it-fall","it-med","it-equip","it-security"],"value":{"$bindState":"/incidentForm/type"}},"children":[]}}
+{"op":"add","path":"/elements/it-fall","value":{"type":"SelectItem","props":{"value":"fall","label":"Patient Fall"},"children":[]}}
+{"op":"add","path":"/elements/it-med","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/it-equip","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/it-security","value":{"type":"SelectItem","props":{"value":"security","label":"Security Event"},"children":[]}}
+{"op":"add","path":"/elements/incident-loc-fc","value":{"type":"FormControl","props":{"label":"Location","input":"incident-loc-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-loc-input","value":{"type":"Input","props":{"name":"incidentLoc","placeholder":"e.g. ICU-3","value":{"$bindState":"/incidentForm/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-desc-fc","value":{"type":"FormControl","props":{"label":"Description","input":"incident-desc-area"},"children":[]}}
+{"op":"add","path":"/elements/incident-desc-area","value":{"type":"TextArea","props":{"name":"incidentDesc","placeholder":"Describe the incident...","rows":4,"value":{"$bindState":"/incidentForm/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/incidents","value":{"id":"$id","type":{"$state":"/incidentForm/type"},"location":{"$state":"/incidentForm/location"},"description":{"$state":"/incidentForm/description"}},"clearStatePath":"/incidentForm/description"}}},"children":[]}}
+{"op":"add","path":"/state/incidentForm","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/state/incidents","value":[]}
+
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request Patient Transfer","title":"Patient Transfer Request","description":"Move a patient to another unit or facility","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","fields":["transfer-patient-fc","transfer-from-fc","transfer-to-fc","transfer-reason-fc"],"buttons":["transfer-submit"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-fc","value":{"type":"FormControl","props":{"label":"Patient Name","input":"transfer-patient-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"Patient name","value":{"$bindState":"/transferForm/patient"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-fc","value":{"type":"FormControl","props":{"label":"From Unit","input":"transfer-from-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Input","props":{"name":"transferFrom","placeholder":"e.g. Emergency","value":{"$bindState":"/transferForm/from"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-fc","value":{"type":"FormControl","props":{"label":"To Unit","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Select destination","items":["tt-icu","tt-cardio","tt-neuro","tt-surg"],"value":{"$bindState":"/transferForm/to"}},"children":[]}}
+{"op":"add","path":"/elements/tt-icu","value":{"type":"SelectItem","props":{"value":"ICU","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/tt-cardio","value":{"type":"SelectItem","props":{"value":"Cardiology","label":"Cardiology"},"children":[]}}
+{"op":"add","path":"/elements/tt-neuro","value":{"type":"SelectItem","props":{"value":"Neurology","label":"Neurology"},"children":[]}}
+{"op":"add","path":"/elements/tt-surg","value":{"type":"SelectItem","props":{"value":"General Surgery","label":"General Surgery"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-fc","value":{"type":"FormControl","props":{"label":"Reason","input":"transfer-reason-area"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-area","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Reason for transfer...","rows":3,"value":{"$bindState":"/transferForm/reason"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Submit Transfer","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/transfers","value":{"id":"$id","patient":{"$state":"/transferForm/patient"},"from":{"$state":"/transferForm/from"},"to":{"$state":"/transferForm/to"},"reason":{"$state":"/transferForm/reason"}},"clearStatePath":"/transferForm/reason"}}},"children":[]}}
+{"op":"add","path":"/state/transferForm","value":{"patient":"","from":"","to":"","reason":""}}
+{"op":"add","path":"/state/transfers","value":[]}
+
+{"op":"add","path":"/elements/day-select-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["day-select-label","day-calendar"]}}
+{"op":"add","path":"/elements/day-select-label","value":{"type":"Label","props":{"text":"View Another Day"},"children":[]}}
+{"op":"add","path":"/elements/day-calendar","value":{"type":"CalendarBlock","props":{"mode":"single","defaultMonth":"2024-06-01","numberOfMonths":1,"captionLayout":"dropdown"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..662d35ab3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,115 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","toolbar","active-projects-section","budget-section","milestones-risks-row","utilization-section","pace-section","deadlines-blocked-row","footer-actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Portfolio Review","subtitle":{"$template":"Quarter: ${/quarter} · PMO Portfolio Health Dashboard"}}}}
+{"op":"add","path":"/state/quarter","value":"Q3 2024"}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":{"$state":"/summaryVariant"},"title":"Portfolio Health","description":{"$state":"/summaryText"}}}}
+{"op":"add","path":"/state/summaryVariant","value":"warning"}
+{"op":"add","path":"/state/summaryText","value":"7 active projects on track overall, but 3 milestones overdue and 2 projects at risk of budget overrun — attention needed on Atlas and Nimbus."}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["quarter-picker-wrap","toolbar-actions"]}}
+{"op":"add","path":"/elements/quarter-picker-wrap","value":{"type":"FormControl","props":{"label":"View Quarter","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q1","q2","q3","q4"],"value":{"$bindState":"/quarter"}},"children":["q1","q2","q3","q4"]}}
+{"op":"add","path":"/elements/q1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"}}}
+{"op":"add","path":"/elements/q2","value":{"type":"SelectItem","props":{"value":"Q2 2024","label":"Q2 2024"}}}
+{"op":"add","path":"/elements/q3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"}}}
+{"op":"add","path":"/elements/toolbar-actions","value":{"type":"Buttons","props":{"buttons":["export-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/active-projects-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["active-heading","active-list"]}}
+{"op":"add","path":"/elements/active-heading","value":{"type":"Heading","props":{"text":"Active Projects","level":"h3"}}}
+{"op":"add","path":"/elements/active-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-row"]}}
+{"op":"add","path":"/elements/project-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["project-info","project-meta","project-actions"]}}
+{"op":"add","path":"/elements/project-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["project-name","project-owner"]}}
+{"op":"add","path":"/elements/project-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/project-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner} · Due: ${deadline}"},"size":"small"}}}
+{"op":"add","path":"/elements/project-meta","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":{"$cond":{"$state":"/dummy"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/state/dummy","value":false}
+{"op":"add","path":"/elements/project-actions","value":{"type":"Buttons","props":{"buttons":["req-people-btn","archive-btn"],"direction":"row"}}}
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+{"op":"add","path":"/elements/risks-heading","value":{"type":"Heading","props":{"text":"Risks","level":"h4"}}}
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+{"op":"add","path":"/elements/risk-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","description":"Vendor SLA breach on Atlas cutover","severity":"High"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r2","description":"Nimbus scope creep from stakeholders","severity":"High"}}
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+{"op":"add","path":"/state/teams/3","value":{"id":"t4","name":"QA","utilization":88}}
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+{"op":"add","path":"/elements/pace-heading","value":{"type":"Heading","props":{"text":"Delivery Pace — Last 6 Sprints","level":"h3"}}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["S31","S32","S33","S34","S35","S36"],"series":["pace-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"}}}
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+{"op":"add","path":"/elements/deadlines-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["deadlines-heading","deadlines-list"]}}
+{"op":"add","path":"/elements/deadlines-heading","value":{"type":"Heading","props":{"text":"Deadlines — Next 2 Weeks","level":"h4"}}}
+{"op":"add","path":"/elements/deadlines-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/deadlines","key":"id"},"children":["deadline-item"]}}
+{"op":"add","path":"/elements/deadline-item","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center","variant":"sunk"},"children":["deadline-title","deadline-date"]}}
+{"op":"add","path":"/elements/deadline-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} — ${project}"},"size":"small"}}}
+{"op":"add","path":"/elements/deadline-date","value":{"type":"Tag","props":{"text":{"$item":"date"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/deadlines","value":[]}
+{"op":"add","path":"/state/deadlines/0","value":{"id":"d1","title":"Helios Go-Live","project":"Helios","date":"Aug 25"}}
+{"op":"add","path":"/state/deadlines/1","value":{"id":"d2","title":"Atlas Final Cutover","project":"Atlas","date":"Aug 30"}}
+{"op":"add","path":"/state/deadlines/2","value":{"id":"d3","title":"Nimbus Beta Release","project":"Nimbus","date":"Sep 02"}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h4"}}}
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+{"op":"add","path":"/elements/blocked-item","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center","variant":"sunk"},"children":["blocked-title","blocked-tag"]}}
+{"op":"add","path":"/elements/blocked-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} (${project})"},"size":"small"}}}
+{"op":"add","path":"/elements/blocked-tag","value":{"type":"Tag","props":{"text":"Blocked","variant":"danger","size":"sm","icon":"alert"}}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","title":"Env provisioning","project":"Atlas"}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"b2","title":"Third-party contract signoff","project":"Nimbus"}}
+{"op":"add","path":"/state/blocked/2","value":{"id":"b3","title":"PCI compliance review","project":"Helios"}}
+{"op":"add","path":"/elements/footer-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"end","align":"center"},"children":["archive-dialog","request-drawer","export-final-btn"]}}
+{"op":"add","path":"/elements/archive-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive Finished Project","title":"Archive Project","description":"Archiving moves a completed project out of the active portfolio. This can be undone by an admin.","confirmLabel":"Archive","cancelLabel":"Cancel","triggerVariant":"outline"}}}
+{"op":"add","path":"/elements/request-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request More People","title":"Resource Request","description":"Request additional headcount for a project.","content":["req-form-control","req-count","req-submit"]}}}
+{"op":"add","path":"/elements/req-form-control","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-select"}}}
+{"op":"add","path":"/elements/req-project-select","value":{"type":"Select","props":{"name":"reqProject","items":["rp1","rp2","rp3","rp4","rp5"],"value":{"$bindState":"/requestFor"}},"children":["rp1","rp2","rp3","rp4","rp5"]}}
+{"op":"add","path":"/elements/rp1","value":{"type":"SelectItem","props":{"value":"Atlas Migration","label":"Atlas Migration"}}}
+{"op":"add","path":"/elements/rp2","value":{"type":"SelectItem","props":{"value":"Nimbus Platform","label":"Nimbus Platform"}}}
+{"op":"add","path":"/elements/rp3","value":{"type":"SelectItem","props":{"value":"Orion Analytics","label":"Orion Analytics"}}}
+{"op":"add","path":"/elements/rp4","value":{"type":"SelectItem","props":{"value":"Vega Mobile","label":"Vega Mobile"}}}
+{"op":"add","path":"/elements/rp5","value":{"type":"SelectItem","props":{"value":"Helios Billing","label":"Helios Billing"}}}
+{"op":"add","path":"/elements/req-count","value":{"type":"FormControl","props":{"label":"People Needed","input":"req-count-input"}}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"peopleCount","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/requestCount"}}}}
+{"op":"add","path":"/state/requestCount","value":""}
+{"op":"add","path":"/elements/req-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/requestSubmitted","value":true}}}}}
+{"op":"add","path":"/state/requestSubmitted","value":false}
+{"op":"add","path":"/elements/export-final-btn","value":{"type":"Button","props":{"label":"Export Review (PDF)","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..3a81af54c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r2.txt
@@ -0,0 +1,102 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","toolbar","active-section","budget-section","risks-milestones-row","utilization-section","pace-section","deadlines-blocked-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Portfolio Review","subtitle":"Program Management Office — Q3 2024"}}}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health","description":{"$state":"/healthSummary"}}}}
+{"op":"add","path":"/state/healthSummary","value":"Portfolio is at moderate risk: 3 of 8 projects off-track, 2 overdue milestones, and utilization above 90% across two teams."}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["quarter-control","toolbar-buttons"]}}
+{"op":"add","path":"/elements/quarter-control","value":{"type":"FormControl","props":{"label":"Viewing Quarter","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q-1","q-2","q-3","q-4"],"value":{"$bindState":"/selectedQuarter"}},"children":["q-1","q-2","q-3","q-4"]}}
+{"op":"add","path":"/elements/q-1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"}}}
+{"op":"add","path":"/elements/q-2","value":{"type":"SelectItem","props":{"value":"Q2 2024","label":"Q2 2024"}}}
+{"op":"add","path":"/elements/q-3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q-4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"}}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q3 2024"}
+{"op":"add","path":"/elements/toolbar-buttons","value":{"type":"Buttons","props":{"buttons":["export-btn","archive-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/elements/archive-btn","value":{"type":"Button","props":{"label":"Archive Finished Project","variant":"tertiary"}}}
+{"op":"add","path":"/elements/active-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["active-heading","active-list"]}}
+{"op":"add","path":"/elements/active-heading","value":{"type":"Heading","props":{"text":"Active Projects","level":"h3"}}}
+{"op":"add","path":"/elements/active-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-row"]}}
+{"op":"add","path":"/elements/project-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["proj-info","proj-meta","proj-actions"]}}
+{"op":"add","path":"/elements/proj-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["proj-name","proj-owner"]}}
+{"op":"add","path":"/elements/proj-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/proj-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner} · Due ${deadline}"},"size":"small"}}}
+{"op":"add","path":"/elements/proj-meta","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$item":"healthVariant"}}}}
+{"op":"add","path":"/elements/proj-actions","value":{"type":"Buttons","props":{"buttons":["request-people-btn","archive-proj-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/request-people-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Request People","triggerVariant":"outline","title":"Request Additional Resources","description":"Submit a staffing request for this project.","content":["req-role","req-count","req-note","req-submit"]}}}
+{"op":"add","path":"/elements/req-role","value":{"type":"FormControl","props":{"label":"Role Needed","input":"req-role-input"}}}
+{"op":"add","path":"/elements/req-role-input","value":{"type":"Input","props":{"name":"role","placeholder":"e.g. Backend Engineer","value":{"$bindState":"/request/role"}}}}
+{"op":"add","path":"/elements/req-count","value":{"type":"FormControl","props":{"label":"Number of People","input":"req-count-input"}}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"count","type":"number","placeholder":"1","value":{"$bindState":"/request/count"}}}}
+{"op":"add","path":"/elements/req-note","value":{"type":"FormControl","props":{"label":"Justification","input":"req-note-input"}}}
+{"op":"add","path":"/elements/req-note-input","value":{"type":"TextArea","props":{"name":"note","rows":3,"placeholder":"Why is this needed?","value":{"$bindState":"/request/note"}}}}
+{"op":"add","path":"/elements/req-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/requestSent","value":true}}}}}
+{"op":"add","path":"/state/request","value":{"role":"","count":"","note":""}}
+{"op":"add","path":"/elements/archive-proj-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive","triggerVariant":"ghost","title":"Archive Project","description":"This will move the finished project into the archive. This cannot be undone from this screen.","confirmLabel":"Archive","cancelLabel":"Cancel"}}}
+{"op":"add","path":"/state/projects","value":[]}
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+{"op":"add","path":"/state/projects/2","value":{"id":"p3","name":"Orion Mobile Redesign","owner":"J. Alvarez","deadline":"Aug 22","health":"Off Track","healthVariant":"danger"}}
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+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-heading","budget-table"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":"Budget: Spent vs Allocation","level":"h3"}}}
+{"op":"add","path":"/elements/budget-table","value":{"type":"Table","props":{"columns":["col-proj","col-alloc","col-spent","col-pct"]}}}
+{"op":"add","path":"/elements/col-proj","value":{"type":"Col","props":{"label":"Project","type":"string","data":["Apollo Payments","Helios Data Whs","Orion Mobile","Titan Compliance","Nova Analytics"]}}}
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+{"op":"add","path":"/elements/col-pct","value":{"type":"Col","props":{"label":"% Used","type":"string","data":["70%","97%","94%","48%","95%"]}}}
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+{"op":"add","path":"/elements/risks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risks-heading","risks-list"]}}
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+{"op":"add","path":"/elements/risk-text","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small"}}}
+{"op":"add","path":"/elements/risk-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","title":"Vendor API deprecation on Apollo","severity":"High","variant":"destructive"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r2","title":"Data migration integrity — Helios","severity":"Critical","variant":"destructive"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"r3","title":"Design signoff delay — Orion","severity":"Medium","variant":"secondary"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"r4","title":"Audit scope creep — Titan","severity":"Low","variant":"outline"}}
+{"op":"add","path":"/elements/milestones-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["milestones-heading","milestones-list"]}}
+{"op":"add","path":"/elements/milestones-heading","value":{"type":"Heading","props":{"text":"Overdue Milestones","level":"h3"}}}
+{"op":"add","path":"/elements/milestones-list","value":{"type":"ListBlock","props":{"items":["m-item"],"variant":"number"},"repeat":{"statePath":"/overdueMilestones","key":"id"},"children":["m-item"]}}
+{"op":"add","path":"/elements/m-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${project} · was due ${due} · ${daysLate} days late"}}}}
+{"op":"add","path":"/state/overdueMilestones","value":[]}
+{"op":"add","path":"/state/overdueMilestones/0","value":{"id":"om1","title":"Beta Release Sign-off","project":"Orion Mobile","due":"Aug 10","daysLate":9}}
+{"op":"add","path":"/state/overdueMilestones/1","value":{"id":"om2","title":"ETL Pipeline Validation","project":"Helios Data Whs","due":"Aug 05","daysLate":14}}
+{"op":"add","path":"/elements/utilization-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["util-heading","util-list"]}}
+{"op":"add","path":"/elements/util-heading","value":{"type":"Heading","props":{"text":"Team Utilization","level":"h3"}}}
+{"op":"add","path":"/elements/util-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/utilization","key":"id"},"children":["util-row"]}}
+{"op":"add","path":"/elements/util-row","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"${team} — ${pct}%"}}}}
+{"op":"add","path":"/state/utilization","value":[]}
+{"op":"add","path":"/state/utilization/0","value":{"id":"u1","team":"Platform Team","pct":92}}
+{"op":"add","path":"/state/utilization/1","value":{"id":"u2","team":"Data Team","pct":96}}
+{"op":"add","path":"/state/utilization/2","value":{"id":"u3","team":"Mobile Team","pct":78}}
+{"op":"add","path":"/state/utilization/3","value":{"id":"u4","team":"Compliance Team","pct":64}}
+{"op":"add","path":"/elements/pace-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["pace-heading","pace-chart"]}}
+{"op":"add","path":"/elements/pace-heading","value":{"type":"Heading","props":{"text":"Delivery Pace — Last 6 Sprints","level":"h3"}}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["S31","S32","S33","S34","S35","S36"],"series":["pace-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"}}}
+{"op":"add","path":"/elements/pace-series","value":{"type":"Series","props":{"category":"Points Delivered","values":[48,52,45,58,54,61]}}}
+{"op":"add","path":"/elements/deadlines-blocked-row","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["deadlines-section","blocked-section"]}}
+{"op":"add","path":"/elements/deadlines-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["deadlines-heading","deadlines-list"]}}
+{"op":"add","path":"/elements/deadlines-heading","value":{"type":"Heading","props":{"text":"Deadlines — Next 2 Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/deadlines-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/deadlines","key":"id"},"children":["deadline-row"]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["deadline-text","deadline-date"]}}
+{"op":"add","path":"/elements/deadline-text","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small"}}}
+{"op":"add","path":"/elements/deadline-date","value":{"type":"Tag","props":{"text":{"$item":"date"},"variant":"info"}}}
+{"op":"add","path":"/state/deadlines","value":[]}
+{"op":"add","path":"/state/deadlines/0","value":{"id":"d1","title":"Apollo — PCI Audit Submission","date":"Aug 23"}}
+{"op":"add","path":"/state/deadlines/1","value":{"id":"d2","title":"Orion — Beta Store Release","date":"Aug 26"}}
+{"op":"add","path":"/state/deadlines/2","value":{"id":"d3","title":"Nova — Dashboard v2 Demo","date":"Aug 29"}}
+{"op":"add","path":"/state/deadlines/3","value":{"id":"d4","title":"Helios — Migration Cutover","date":"Sep 02"}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h3"}}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-row"]}}
+{"op":"add","path":"/elements/blocked-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["blocked-title","blocked-reason"]}}
+{"op":"add","path":"/elements/blocked-title","props":{},"value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/blocked-reason","value":{"type":"TextContent","props":{"text":{"$template":"Blocked by: ${blocker}"},"size":"small"}}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","title":"HEL-482 Schema Reconciliation","blocker":"Awaiting DBA approval"}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"b2","title":"ORI-119 Store Metadata","blocker":"Legal review pending"}}
+{"op":"add","path":"/state/blocked/2","value":{"id":"b3","title":"APO-301 Vendor Sandbox","blocker":"External vendor outage"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..5cb751a26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,97 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","toolbar","active-section","budget-section","util-section","risks-section","milestones-section","upcoming-section","pace-section","blocked-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Portfolio Review","subtitle":"PMO Project Portfolio — Quarterly Review"}}}
+{"op":"add","path":"/elements/summary","value":{"type":"Alert","props":{"variant":"info","title":"Portfolio Health","description":{"$state":"/healthSummary"}}}}
+{"op":"add","path":"/state/healthSummary","value":"Portfolio is mostly on track: 5 active projects, 2 over budget, 3 overdue milestones, and 4 open high-severity risks needing attention."}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","wrap":true},"children":["quarter-select","export-btn","request-people-dialog","archive-dialog"]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","placeholder":"Select quarter","value":{"$bindState":"/quarter"},"items":["q-1","q-2","q-3","q-4"]},"children":["q-1","q-2","q-3","q-4"]}}
+{"op":"add","path":"/elements/q-1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"}}}
+{"op":"add","path":"/elements/q-2","value":{"type":"SelectItem","props":{"value":"Q2 2024","label":"Q2 2024"}}}
+{"op":"add","path":"/elements/q-3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q-4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"}}}
+{"op":"add","path":"/state/quarter","value":"Q2 2024"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/elements/request-people-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request People","triggerVariant":"secondary","title":"Request Additional People","description":"Request more team members for a project.","content":["req-form"]}}}
+{"op":"add","path":"/elements/req-form","value":{"type":"Form","props":{"name":"reqForm","buttons":"req-submit","fields":["req-fc-project","req-fc-count","req-fc-role","req-fc-notes"]},"children":[]}}
+{"op":"add","path":"/elements/req-fc-project","value":{"type":"FormControl","props":{"label":"Project","input":"req-project"},"children":[]}}
+{"op":"add","path":"/elements/req-project","value":{"type":"Input","props":{"name":"reqProject","placeholder":"Project name","value":{"$bindState":"/req/project"}},"children":[]}}
+{"op":"add","path":"/elements/req-fc-count","value":{"type":"FormControl","props":{"label":"Headcount","input":"req-count"},"children":[]}}
+{"op":"add","path":"/elements/req-count","value":{"type":"Input","props":{"name":"reqCount","type":"number","placeholder":"Number of people","value":{"$bindState":"/req/count"}},"children":[]}}
+{"op":"add","path":"/elements/req-fc-role","value":{"type":"FormControl","props":{"label":"Role","input":"req-role"},"children":[]}}
+{"op":"add","path":"/elements/req-role","value":{"type":"Input","props":{"name":"reqRole","placeholder":"e.g. Backend Engineer","value":{"$bindState":"/req/role"}},"children":[]}}
+{"op":"add","path":"/elements/req-fc-notes","value":{"type":"FormControl","props":{"label":"Justification","input":"req-notes"},"children":[]}}
+{"op":"add","path":"/elements/req-notes","value":{"type":"TextArea","props":{"name":"reqNotes","rows":3,"placeholder":"Why is this needed?","value":{"$bindState":"/req/notes"}},"children":[]}}
+{"op":"add","path":"/elements/req-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/req/submitted","value":true}}}}}
+{"op":"add","path":"/state/req","value":{"project":"","count":"","role":"","notes":"","submitted":false}}
+{"op":"add","path":"/elements/archive-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive Project","triggerVariant":"outline","title":"Archive Finished Project","description":"This will move a completed project into the archive. This action can be undone from the archive view.","confirmLabel":"Archive","cancelLabel":"Cancel"}}}
+{"op":"add","path":"/elements/active-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["active-heading","active-list"]}}
+{"op":"add","path":"/elements/active-heading","value":{"type":"Heading","props":{"text":"Active Projects","level":"h3"}}}
+{"op":"add","path":"/elements/active-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-row"]}}
+{"op":"add","path":"/elements/project-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["project-info","project-health"]}}
+{"op":"add","path":"/elements/project-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["project-name","project-meta"]}}
+{"op":"add","path":"/elements/project-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/project-meta","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner} · Deadline: ${deadline}"},"size":"small"}}}
+{"op":"add","path":"/elements/project-health","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":"secondary"}}}
+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"p1","name":"Atlas Migration","owner":"Dana Ruiz","deadline":"2024-06-14","health":"On Track"}}
+{"op":"add","path":"/state/projects/1","value":{"id":"p2","name":"Orion Mobile App","owner":"Sam Patel","deadline":"2024-06-28","health":"At Risk"}}
+{"op":"add","path":"/state/projects/2","value":{"id":"p3","name":"Nova Analytics","owner":"Jin Lee","deadline":"2024-07-05","health":"On Track"}}
+{"op":"add","path":"/state/projects/3","value":{"id":"p4","name":"Helios Billing","owner":"Priya Nair","deadline":"2024-06-10","health":"Off Track"}}
+{"op":"add","path":"/state/projects/4","value":{"id":"p5","name":"Vega Portal","owner":"Chris Cole","deadline":"2024-07-19","health":"On Track"}}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["budget-heading","budget-list"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":"Budget: Spent vs Allocated","level":"h3"}}}
+{"op":"add","path":"/elements/budget-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/budgets","key":"id"},"children":["budget-row"]}}
+{"op":"add","path":"/elements/budget-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["budget-label","budget-progress"]}}
+{"op":"add","path":"/elements/budget-label","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — $${spent}k of $${allocated}k"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$item":"percent"},"label":{"$template":"${percent}% used"}}}}
+{"op":"add","path":"/state/budgets","value":[]}
+{"op":"add","path":"/state/budgets/0","value":{"id":"b1","name":"Atlas Migration","spent":320,"allocated":500,"percent":64}}
+{"op":"add","path":"/state/budgets/1","value":{"id":"b2","name":"Orion Mobile App","spent":410,"allocated":400,"percent":103}}
+{"op":"add","path":"/state/budgets/2","value":{"id":"b3","name":"Nova Analytics","spent":180,"allocated":350,"percent":51}}
+{"op":"add","path":"/state/budgets/3","value":{"id":"b4","name":"Helios Billing","spent":290,"allocated":260,"percent":112}}
+{"op":"add","path":"/state/budgets/4","value":{"id":"b5","name":"Vega Portal","spent":95,"allocated":300,"percent":32}}
+{"op":"add","path":"/elements/util-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["util-heading","util-chart"]}}
+{"op":"add","path":"/elements/util-heading","value":{"type":"Heading","props":{"text":"Team Utilization","level":"h3"}}}
+{"op":"add","path":"/elements/util-chart","value":{"type":"BarChart","props":{"labels":["Atlas","Orion","Nova","Helios","Vega"],"series":["util-series"],"xLabel":"Team","yLabel":"Utilization %"},"children":["util-series"]}}
+{"op":"add","path":"/elements/util-series","value":{"type":"Series","props":{"category":"Utilization %","values":[82,95,68,88,54]}}}
+{"op":"add","path":"/elements/risks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["risks-heading","risks-list"]}}
+{"op":"add","path":"/elements/risks-heading","value":{"type":"Heading","props":{"text":"Risks","level":"h3"}}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-row"]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["risk-text","risk-sev"]}}
+{"op":"add","path":"/elements/risk-text","value":{"type":"TextContent","props":{"text":{"$template":"${title} — ${project}"},"size":"small"}}}
+{"op":"add","path":"/elements/risk-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","title":"Vendor API instability","project":"Orion","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r2","title":"Data migration rollback risk","project":"Atlas","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"r3","title":"Compliance sign-off delay","project":"Helios","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"r4","title":"Key engineer on leave","project":"Nova","severity":"Low","variant":"info"}}
+{"op":"add","path":"/elements/milestones-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["milestones-heading","milestones-list"]}}
+{"op":"add","path":"/elements/milestones-heading","value":{"type":"Heading","props":{"text":"Overdue Milestones","level":"h3"}}}
+{"op":"add","path":"/elements/milestones-list","value":{"type":"ListBlock","props":{"items":["ms-item"]},"repeat":{"statePath":"/overdueMilestones","key":"id"},"children":["ms-item"]}}
+{"op":"add","path":"/elements/ms-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${project} · due ${due} (${daysLate}d late)"}}}}
+{"op":"add","path":"/state/overdueMilestones","value":[]}
+{"op":"add","path":"/state/overdueMilestones/0","value":{"id":"m1","title":"Beta feature freeze","project":"Orion","due":"2024-05-30","daysLate":6}}
+{"op":"add","path":"/state/overdueMilestones/1","value":{"id":"m2","title":"Invoice engine cutover","project":"Helios","due":"2024-05-28","daysLate":8}}
+{"op":"add","path":"/state/overdueMilestones/2","value":{"id":"m3","title":"Schema validation pass","project":"Atlas","due":"2024-06-01","daysLate":4}}
+{"op":"add","path":"/elements/upcoming-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["upcoming-heading","upcoming-list"]}}
+{"op":"add","path":"/elements/upcoming-heading","value":{"type":"Heading","props":{"text":"Deadlines — Next 2 Weeks","level":"h3"}}}
+{"op":"add","path":"/elements/upcoming-list","value":{"type":"ListBlock","props":{"items":["up-item"]},"repeat":{"statePath":"/upcoming","key":"id"},"children":["up-item"]}}
+{"op":"add","path":"/elements/up-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${project} · ${date}"}}}}
+{"op":"add","path":"/state/upcoming","value":[]}
+{"op":"add","path":"/state/upcoming/0","value":{"id":"u1","title":"Helios Billing go-live","project":"Helios","date":"2024-06-10"}}
+{"op":"add","path":"/state/upcoming/1","value":{"id":"u2","title":"Atlas Migration cutover","project":"Atlas","date":"2024-06-14"}}
+{"op":"add","path":"/state/upcoming/2","value":{"id":"u3","title":"Orion App store submission","project":"Orion","date":"2024-06-19"}}
+{"op":"add","path":"/elements/pace-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["pace-heading","pace-chart"]}}
+{"op":"add","path":"/elements/pace-heading","value":{"type":"Heading","props":{"text":"Delivery Pace — Last 6 Sprints","level":"h3"}}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["S1","S2","S3","S4","S5","S6"],"series":["pace-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"},"children":["pace-series"]}}
+{"op":"add","path":"/elements/pace-series","value":{"type":"Series","props":{"category":"Completed Points","values":[42,48,45,52,50,58]}}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h3"}}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-row"]}}
+{"op":"add","path":"/elements/blocked-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["blocked-text","blocked-tag"]}}
+{"op":"add","path":"/elements/blocked-text","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** — ${project} · blocked by ${reason}"},"size":"small"}}}
+{"op":"add","path":"/elements/blocked-tag","value":{"type":"Tag","props":{"text":"Blocked","variant":"danger"}}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"bl1","title":"Payment gateway integration","project":"Helios","reason":"pending vendor credentials"}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"bl2","title":"Push notification service","project":"Orion","reason":"awaiting security review"}}
+{"op":"add","path":"/state/blocked/2","value":{"id":"bl3","title":"ETL pipeline deploy","project":"Nova","reason":"infra capacity"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..da32480cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,99 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","toolbar","active-section","budget-section","util-section","risk-section","milestone-section","deadline-section","pace-section","blocked-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Portfolio Review","subtitle":{"$template":"Quarter: ${/quarter}"}},"children":[]}}
+{"op":"add","path":"/state/quarter","value":"Q2 2024"}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":"info","title":"Portfolio Health","description":{"$state":"/healthSummary"}},"children":[]}}
+{"op":"add","path":"/state/healthSummary","value":"Portfolio is mostly on track: 8 active projects, 2 at risk, 3 overdue milestones and 4 blocked items require attention this week."}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","wrap":true},"children":["quarter-select","btn-export","btn-request","btn-archive"]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q-item-1","q-item-2","q-item-3","q-item-4"],"value":{"$bindState":"/quarter"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/q-item-1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"},"children":[]}}
+{"op":"add","path":"/elements/q-item-2","value":{"type":"SelectItem","props":{"value":"Q2 2024","label":"Q2 2024"},"children":[]}}
+{"op":"add","path":"/elements/q-item-3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"},"children":[]}}
+{"op":"add","path":"/elements/q-item-4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"},"children":[]}}
+{"op":"add","path":"/elements/btn-export","value":{"type":"Button","props":{"label":"Export Review","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-request","value":{"type":"DialogBlock","props":{"triggerLabel":"Request People","title":"Request Additional People","description":"Request more team members for a project.","triggerVariant":"outline","content":["req-project","req-count","req-role","req-submit"]},"children":[]}}
+{"op":"add","path":"/elements/req-project","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-select"},"children":[]}}
+{"op":"add","path":"/elements/req-project-select","value":{"type":"Select","props":{"name":"reqProject","items":["rp-1","rp-2","rp-3"],"placeholder":"Choose project","value":{"$bindState":"/request/project"}},"children":[]}}
+{"op":"add","path":"/elements/rp-1","value":{"type":"SelectItem","props":{"value":"Apollo","label":"Apollo Migration"},"children":[]}}
+{"op":"add","path":"/elements/rp-2","value":{"type":"SelectItem","props":{"value":"Beacon","label":"Beacon Analytics"},"children":[]}}
+{"op":"add","path":"/elements/rp-3","value":{"type":"SelectItem","props":{"value":"Cobalt","label":"Cobalt Redesign"},"children":[]}}
+{"op":"add","path":"/elements/req-count","value":{"type":"FormControl","props":{"label":"Number of People","input":"req-count-input"},"children":[]}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"reqCount","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/request/count"}},"children":[]}}
+{"op":"add","path":"/elements/req-role","value":{"type":"FormControl","props":{"label":"Role Needed","input":"req-role-input"},"children":[]}}
+{"op":"add","path":"/elements/req-role-input","value":{"type":"Input","props":{"name":"reqRole","placeholder":"e.g. Backend Engineer","value":{"$bindState":"/request/role"}},"children":[]}}
+{"op":"add","path":"/elements/req-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/requests","value":{"id":"$id","project":{"$state":"/request/project"},"count":{"$state":"/request/count"},"role":{"$state":"/request/role"}}}}},"children":[]}}
+{"op":"add","path":"/state/requests","value":[]}
+{"op":"add","path":"/elements/btn-archive","value":{"type":"DialogBlock","props":{"triggerLabel":"Archive Project","title":"Archive Finished Project","description":"Select a completed project to archive.","triggerVariant":"secondary","content":["arch-select","arch-submit"]},"children":[]}}
+{"op":"add","path":"/elements/arch-select","value":{"type":"Select","props":{"name":"archProject","items":["ap-1","ap-2"],"placeholder":"Choose project","value":{"$bindState":"/archive/project"}},"children":[]}}
+{"op":"add","path":"/elements/ap-1","value":{"type":"SelectItem","props":{"value":"Delta","label":"Delta Launch (Done)"},"children":[]}}
+{"op":"add","path":"/elements/ap-2","value":{"type":"SelectItem","props":{"value":"Echo","label":"Echo Rollout (Done)"},"children":[]}}
+{"op":"add","path":"/elements/arch-submit","value":{"type":"Button","props":{"label":"Archive","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/archivedProject","value":{"$state":"/archive/project"}}}},"children":[]}}
+{"op":"add","path":"/elements/active-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["active-title","active-list"]}}
+{"op":"add","path":"/elements/active-title","value":{"type":"Heading","props":{"text":"Active Projects","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/active-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["active-row"]}}
+{"op":"add","path":"/elements/active-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["active-name","active-owner","active-deadline","active-health"]}}
+{"op":"add","path":"/elements/active-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/active-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/active-deadline","value":{"type":"TextContent","props":{"text":{"$template":"Due: ${deadline}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/active-health","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"1","name":"Apollo Migration","owner":"S. Chen","deadline":"Jun 14","health":"On Track"}}
+{"op":"add","path":"/state/projects/1","value":{"id":"2","name":"Beacon Analytics","owner":"M. Rossi","deadline":"Jun 21","health":"At Risk"}}
+{"op":"add","path":"/state/projects/2","value":{"id":"3","name":"Cobalt Redesign","owner":"J. Patel","deadline":"Jul 05","health":"On Track"}}
+{"op":"add","path":"/state/projects/3","value":{"id":"4","name":"Falcon Platform","owner":"A. Kim","deadline":"Jun 28","health":"Delayed"}}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-title","budget-chart"]}}
+{"op":"add","path":"/elements/budget-title","value":{"type":"Heading","props":{"text":"Budget Spent vs Allocation","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"BarChart","props":{"labels":["Apollo","Beacon","Cobalt","Falcon"],"series":["budget-spent","budget-alloc"],"variant":"grouped","xLabel":"Project","yLabel":"$K"},"children":[]}}
+{"op":"add","path":"/elements/budget-spent","value":{"type":"Series","props":{"category":"Spent","values":[210,180,95,260]},"children":[]}}
+{"op":"add","path":"/elements/budget-alloc","value":{"type":"Series","props":{"category":"Allocation","values":[250,200,150,280]},"children":[]}}
+{"op":"add","path":"/elements/util-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["util-title","util-list"]}}
+{"op":"add","path":"/elements/util-title","value":{"type":"Heading","props":{"text":"Team Utilization","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/util-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/utilization","key":"id"},"children":["util-row"]}}
+{"op":"add","path":"/elements/util-row","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"${team}: ${pct}%"}},"children":[]}}
+{"op":"add","path":"/state/utilization","value":[]}
+{"op":"add","path":"/state/utilization/0","value":{"id":"1","team":"Platform","pct":92}}
+{"op":"add","path":"/state/utilization/1","value":{"id":"2","team":"Data","pct":78}}
+{"op":"add","path":"/state/utilization/2","value":{"id":"3","team":"Design","pct":64}}
+{"op":"add","path":"/state/utilization/3","value":{"id":"4","team":"QA","pct":85}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risk-title","risk-list"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"Heading","props":{"text":"Risks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-row"]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["risk-desc","risk-sev"]}}
+{"op":"add","path":"/elements/risk-desc","value":{"type":"TextContent","props":{"text":{"$item":"desc"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"1","desc":"Vendor API deprecation on Apollo","severity":"High"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"2","desc":"Data pipeline scaling on Beacon","severity":"Medium"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"3","desc":"Key designer on leave (Cobalt)","severity":"Low"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"4","desc":"Compliance sign-off delay (Falcon)","severity":"High"}}
+{"op":"add","path":"/elements/milestone-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["milestone-title","milestone-list"]}}
+{"op":"add","path":"/elements/milestone-title","value":{"type":"Heading","props":{"text":"Overdue Milestones","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/milestone-list","value":{"type":"ListBlock","props":{"items":["ms-item"],"variant":"number"},"repeat":{"statePath":"/overdue","key":"id"},"children":["ms-item"]}}
+{"op":"add","path":"/elements/ms-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${project} — was due ${due}"}},"children":[]}}
+{"op":"add","path":"/state/overdue","value":[]}
+{"op":"add","path":"/state/overdue/0","value":{"id":"1","name":"Schema freeze","project":"Beacon","due":"May 30"}}
+{"op":"add","path":"/state/overdue/1","value":{"id":"2","name":"UAT sign-off","project":"Falcon","due":"Jun 03"}}
+{"op":"add","path":"/state/overdue/2","value":{"id":"3","name":"Security audit","project":"Apollo","due":"Jun 05"}}
+{"op":"add","path":"/elements/deadline-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["deadline-title","deadline-list"]}}
+{"op":"add","path":"/elements/deadline-title","value":{"type":"Heading","props":{"text":"Deadlines — Next Two Weeks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/deadline-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/deadlines","key":"id"},"children":["deadline-row"]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["deadline-name","deadline-date"]}}
+{"op":"add","path":"/elements/deadline-name","value":{"type":"TextContent","props":{"text":{"$template":"${task} (${project})"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/deadline-date","value":{"type":"Badge","props":{"text":{"$item":"date"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/deadlines","value":[]}
+{"op":"add","path":"/state/deadlines/0","value":{"id":"1","task":"Data migration","project":"Apollo","date":"Jun 14"}}
+{"op":"add","path":"/state/deadlines/1","value":{"id":"2","task":"Dashboard beta","project":"Beacon","date":"Jun 21"}}
+{"op":"add","path":"/state/deadlines/2","value":{"id":"3","task":"Compliance review","project":"Falcon","date":"Jun 28"}}
+{"op":"add","path":"/elements/pace-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["pace-title","pace-chart"]}}
+{"op":"add","path":"/elements/pace-title","value":{"type":"Heading","props":{"text":"Delivery Pace — Last 6 Sprints","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"LineChart","props":{"labels":["S1","S2","S3","S4","S5","S6"],"series":["pace-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Points Delivered"},"children":[]}}
+{"op":"add","path":"/elements/pace-series","value":{"type":"Series","props":{"category":"Delivered","values":[42,38,45,51,47,54]},"children":[]}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["blocked-title","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-title","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-row"]}}
+{"op":"add","path":"/elements/blocked-row","value":{"type":"Alert","props":{"title":{"$item":"item"},"description":{"$template":"Blocked by: ${blocker} (${project})"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"1","item":"Payment gateway integration","blocker":"Vendor contract","project":"Apollo"}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"2","item":"Report export module","blocker":"Data schema","project":"Beacon"}}
+{"op":"add","path":"/state/blocked/2","value":{"id":"3","item":"SSO rollout","blocker":"Security review","project":"Falcon"}}
+{"op":"add","path":"/state/blocked/3","value":{"id":"4","item":"Mobile nav redesign","blocker":"Design approval","project":"Cobalt"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..a92418eea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r1.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-metrics","alerts","gen-outage-row","plants-section","forecast-section","maint-section","curtail-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"National Power Network — Live Status"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["r-all","r-north","r-south","r-east","r-west"],"value":{"$bindState":"/focusRegion"},"size":"medium"}}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/r-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/r-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/r-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-load","metric-capacity","metric-price","metric-emissions"]}}
+
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-load-title","metric-load-value"]}}
+{"op":"add","path":"/elements/metric-load-title","value":{"type":"TextContent","props":{"text":"Current Load","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"Heading","props":{"text":{"$template":"${/currentLoadMW} MW"},"level":"h2"}}}
+{"op":"add","path":"/state/currentLoadMW","value":41250}
+
+{"op":"add","path":"/elements/metric-capacity","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-cap-title","cap-progress","metric-cap-note"]}}
+{"op":"add","path":"/elements/metric-cap-title","value":{"type":"TextContent","props":{"text":"Capacity Utilization","size":"small-heavy"}}}
+{"op":"add","path":"/elements/cap-progress","value":{"type":"Progress","props":{"value":86,"label":"86% of 48,000 MW"}}}
+{"op":"add","path":"/elements/metric-cap-note","value":{"type":"TextContent","props":{"text":"Reserve margin: 6,750 MW","size":"small"}}}
+
+{"op":"add","path":"/elements/metric-price","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-price-title","metric-price-value"]}}
+{"op":"add","path":"/elements/metric-price-title","value":{"type":"TextContent","props":{"text":"Price / MWh","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/pricePerMWh}"},"level":"h2"}}}
+{"op":"add","path":"/state/pricePerMWh","value":58.40}
+
+{"op":"add","path":"/elements/metric-emissions","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-emit-title","metric-emit-value"]}}
+{"op":"add","path":"/elements/metric-emit-title","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-emit-value","value":{"type":"Heading","props":{"text":{"$template":"${/emissionsTonnes} t CO₂"},"level":"h2"}}}
+{"op":"add","path":"/state/emissionsTonnes","value":18420}
+
+{"op":"add","path":"/elements/alerts","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["alerts-head","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-head","value":{"type":"Heading","props":{"text":"Live Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"detail"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"Frequency deviation — West","detail":"49.87 Hz detected on West interconnect at 14:32","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","title":"Line trip cleared — North","detail":"Feeder N-22 auto-reclosed successfully","variant":"success"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","title":"Demand surge","detail":"Load approaching 90% of capacity in East region","variant":"destructive"}}
+
+{"op":"add","path":"/elements/gen-outage-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["gen-card","outage-card"]}}
+
+{"op":"add","path":"/elements/gen-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gen-head","gen-pie"]}}
+{"op":"add","path":"/elements/gen-head","value":{"type":"Heading","props":{"text":"Generation by Source","level":"h3"}}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"labels":["Gas","Coal","Nuclear","Wind","Solar","Hydro"],"values":[14200,6800,9500,5100,2900,2750],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/outage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["outage-head","outage-list"]}}
+{"op":"add","path":"/elements/outage-head","value":{"type":"Heading","props":{"text":"Active Outages","level":"h3"}}}
+{"op":"add","path":"/elements/outage-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"ListItem","props":{"title":{"$template":"${desc} — ${region}"},"subtitle":{"$template":"Affected: ${affected} • ETR ${etr}"}}}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","desc":"Substation fault","region":"East","affected":"~12,000 customers","etr":"16:00"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","desc":"Storm damage line","region":"West","affected":"~3,400 customers","etr":"19:30"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","desc":"Transformer trip","region":"North","affected":"~800 customers","etr":"15:15"}}
+
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plants-head","plants-table"]}}
+{"op":"add","path":"/elements/plants-head","value":{"type":"Heading","props":{"text":"Power Plants","level":"h3"}}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["col-plant","col-source","col-output","col-status"]}}}
+{"op":"add","path":"/elements/col-plant","value":{"type":"Col","props":{"label":"Plant","type":"string","data":["Ashford CCGT","Blackwater Nuclear","Ridgeline Wind","Solaris PV Farm","Glenhaven Hydro","Kingsley Coal"]}}}
+{"op":"add","path":"/elements/col-source","value":{"type":"Col","props":{"label":"Source","type":"string","data":["Gas","Nuclear","Wind","Solar","Hydro","Coal"]}}}
+{"op":"add","path":"/elements/col-output","value":{"type":"Col","props":{"label":"Output (MW)","type":"number","data":[9200,9500,5100,2900,2750,6800]}}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["Online","Online","Online","Curtailed","Online","Reduced"]}}}
+
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["forecast-head","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-head","value":{"type":"Heading","props":{"text":"24-Hour Demand Forecast","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["00","02","04","06","08","10","12","14","16","18","20","22"],"series":["forecast-series"],"variant":"natural","xLabel":"Hour","yLabel":"MW"}}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast Load","values":[32000,29500,28800,31200,37400,41200,43800,44100,45600,46200,43100,36800]}}}
+
+{"op":"add","path":"/elements/maint-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"Heading","props":{"text":"Planned Maintenance — This Month","level":"h3"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-item"]}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"ListItem","props":{"title":{"$template":"${asset} — ${window}"},"subtitle":{"$item":"scope"},"actionLabel":{"$item":"region"}}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Ashford CCGT Unit 2","window":"Jun 8–10","scope":"Turbine inspection","region":"South"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Ridgeline Wind Farm","window":"Jun 15","scope":"Gearbox replacement (4 turbines)","region":"West"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"North Interconnect Line N-14","window":"Jun 22–23","scope":"Insulator refit","region":"North"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","asset":"Glenhaven Hydro Gate 3","window":"Jun 28","scope":"Sluice gate servicing","region":"East"}}
+
+{"op":"add","path":"/elements/curtail-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["curtail-head","curtail-desc","curtail-form"]}}
+{"op":"add","path":"/elements/curtail-head","value":{"type":"Heading","props":{"text":"Order Curtailment","level":"h3"}}}
+{"op":"add","path":"/elements/curtail-desc","value":{"type":"TextContent","props":{"text":"Reduce load in the selected region to protect grid stability.","size":"small"}}}
+{"op":"add","path":"/elements/curtail-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["curtail-region-ctl","curtail-amount-ctl","curtail-btn"]}}
+{"op":"add","path":"/elements/curtail-region-ctl","value":{"type":"FormControl","props":{"label":"Region","input":"curtail-region-select"}}}
+{"op":"add","path":"/elements/curtail-region-select","value":{"type":"Select","props":{"name":"curtailRegion","items":["cr-north","cr-south","cr-east","cr-west"],"value":{"$bindState":"/curtailRegion"}}}}
+{"op":"add","path":"/elements/cr-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/cr-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/cr-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/cr-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/curtailRegion","value":"east"}
+{"op":"add","path":"/elements/curtail-amount-ctl","value":{"type":"FormControl","props":{"label":"Reduction (MW)","input":"curtail-amount-input"}}}
+{"op":"add","path":"/elements/curtail-amount-input","value":{"type":"Input","props":{"name":"curtailMW","type":"number","placeholder":"500","value":{"$bindState":"/curtailMW"}}}}
+{"op":"add","path":"/state/curtailMW","value":""}
+{"op":"add","path":"/elements/curtail-btn","value":{"type":"Button","props":{"label":"Issue Curtailment Order","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","title":"Curtailment ordered","detail":{"$template":"${/curtailMW} MW reduction issued for ${/curtailRegion} region"},"variant":"info"},"clearStatePath":"/curtailMW"}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..cfa1d65ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r2.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-metrics","capacity-card","gen-split","plants-section","outages-section","forecast-section","maint-section","alerts-section","curtail-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"Real-time network monitoring & control"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"**Focus Region:**"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All Regions","value":{"$bindState":"/focusRegion"},"items":["opt-all","opt-n","opt-s","opt-e","opt-w"]},"children":["opt-all","opt-n","opt-s","opt-e","opt-w"]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/opt-n","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/opt-s","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/opt-e","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/opt-w","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-load","metric-price","metric-emissions"]}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-load-label","metric-load-value"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"Current Load","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"Heading","props":{"text":{"$template":"${/currentLoad} MW"},"level":"h2"}}}
+{"op":"add","path":"/state/currentLoad","value":41250}
+{"op":"add","path":"/elements/metric-price","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-price-label","metric-price-value"]}}
+{"op":"add","path":"/elements/metric-price-label","value":{"type":"TextContent","props":{"text":"Price per MWh","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/pricePerMwh}"},"level":"h2"}}}
+{"op":"add","path":"/state/pricePerMwh","value":58.40}
+{"op":"add","path":"/elements/metric-emissions","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-emissions-label","metric-emissions-value"]}}
+{"op":"add","path":"/elements/metric-emissions-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-emissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/emissionsToday} tCO₂"},"level":"h2"}}}
+{"op":"add","path":"/state/emissionsToday","value":18420}
+
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-head","capacity-progress","capacity-note"]}}
+{"op":"add","path":"/elements/capacity-head","value":{"type":"Heading","props":{"text":"Network Capacity","level":"h3"}}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":86,"label":"41,250 / 48,000 MW (86% of capacity)"}}}
+{"op":"add","path":"/elements/capacity-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"Approaching Capacity","description":"Load is at 86% of network capacity. Reserve margin is 6,750 MW. Consider demand-side management."}}}
+
+{"op":"add","path":"/elements/gen-split","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gen-head","gen-pie"]}}
+{"op":"add","path":"/elements/gen-head","value":{"type":"Heading","props":{"text":"Generation Mix by Source","level":"h3"}}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["Natural Gas","Nuclear","Wind","Solar","Hydro","Coal"],"values":[14500,9800,6200,4100,3900,2750]}}}
+
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plants-head","plants-list"]}}
+{"op":"add","path":"/elements/plants-head","value":{"type":"Heading","props":{"text":"Power Plants","level":"h3"}}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["plant-info","plant-output","plant-status"]}}
+{"op":"add","path":"/elements/plant-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${region}"}}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$template":"${output} MW"}}}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"p1","name":"Riverside Gas","region":"North","output":4200,"status":"Online"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"p2","name":"Fairmont Nuclear","region":"East","output":4900,"status":"Online"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"p3","name":"Cape Wind Array","region":"West","output":3100,"status":"Online"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Desert Solar Farm","region":"South","output":2050,"status":"Reduced"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"p5","name":"Canyon Hydro","region":"West","output":1950,"status":"Online"}}
+{"op":"add","path":"/state/plants/5","value":{"id":"p6","name":"Ashford Coal","region":"North","output":0,"status":"Offline"}}
+
+{"op":"add","path":"/elements/outages-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["outages-head","outages-list"]}}
+{"op":"add","path":"/elements/outages-head","value":{"type":"Heading","props":{"text":"Active Outages","level":"h3"}}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-row"]}}
+{"op":"add","path":"/elements/outage-row","value":{"type":"Alert","props":{"title":{"$template":"${title} — ${region}"},"description":{"$template":"Affected: ${affected} · Est. restore: ${eta}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","title":"Line 22 Fault","region":"North","affected":"12,400 customers","eta":"14:30"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","title":"Substation Trip","region":"South","affected":"3,800 customers","eta":"11:15"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","title":"Transformer Overload","region":"East","affected":"6,100 customers","eta":"16:00"}}
+
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["forecast-head","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-head","value":{"type":"Heading","props":{"text":"24-Hour Demand Forecast","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":["00","02","04","06","08","10","12","14","16","18","20","22"],"series":["forecast-series"],"variant":"natural","xLabel":"Hour","yLabel":"MW"},"children":["forecast-series"]}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast Demand","values":[32000,29500,28800,31000,36500,40200,42800,44100,45300,46800,43200,37500]}}}
+
+{"op":"add","path":"/elements/maint-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"Heading","props":{"text":"Maintenance Planned This Month","level":"h3"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"ListBlock","props":{"items":["maint-1","maint-2","maint-3"]},"children":["maint-1","maint-2","maint-3"]}}
+{"op":"add","path":"/elements/maint-1","value":{"type":"ListItem","props":{"title":"Fairmont Nuclear — Turbine Inspection","subtitle":"Mar 12–14 · East · Unit 2 offline"}}}
+{"op":"add","path":"/elements/maint-2","value":{"type":"ListItem","props":{"title":"Cape Wind Array — Blade Service","subtitle":"Mar 18 · West · 8 turbines"}}}
+{"op":"add","path":"/elements/maint-3","value":{"type":"ListItem","props":{"title":"Riverside Gas — Compressor Overhaul","subtitle":"Mar 25–27 · North · Partial capacity"}}}
+
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["alerts-head","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-head","value":{"type":"Heading","props":{"text":"Live Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-row"]}}
+{"op":"add","path":"/elements/alert-row","value":{"type":"TextCallout","props":{"variant":{"$item":"severity"},"title":{"$item":"title"},"description":{"$template":"${time} · ${detail}"}}}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","severity":"danger","title":"Frequency Deviation","time":"10:42","detail":"49.82 Hz detected on North interconnect"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","severity":"warning","title":"High Load Warning","time":"10:38","detail":"Load at 86% of capacity"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","severity":"info","title":"Wind Ramp","time":"10:30","detail":"West wind output +420 MW in 15 min"}}
+
+{"op":"add","path":"/elements/curtail-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["curtail-head","curtail-desc","curtail-amount-ctrl","curtail-region-ctrl","curtail-btn","curtail-confirm"]}}
+{"op":"add","path":"/elements/curtail-head","value":{"type":"Heading","props":{"text":"Order Curtailment","level":"h3"}}}
+{"op":"add","path":"/elements/curtail-desc","value":{"type":"TextContent","props":{"text":"Reduce load in a target region to protect network stability.","size":"small"}}}
+{"op":"add","path":"/elements/curtail-amount-ctrl","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW)","input":"curtail-slider"},"children":["curtail-slider"]}}
+{"op":"add","path":"/elements/curtail-slider","value":{"type":"Slider","props":{"name":"curtailMw","variant":"discrete","min":0,"max":5000,"step":250,"defaultValue":[1000],"label":"MW","value":{"$bindState":"/curtailMw"}}}}
+{"op":"add","path":"/state/curtailMw","value":1000}
+{"op":"add","path":"/elements/curtail-region-ctrl","value":{"type":"FormControl","props":{"label":"Target Region","input":"curtail-region-select"},"children":["curtail-region-select"]}}
+{"op":"add","path":"/elements/curtail-region-select","value":{"type":"Select","props":{"name":"curtailRegion","placeholder":"Select region","value":{"$bindState":"/curtailRegion"},"items":["cr-n","cr-s","cr-e","cr-w"]},"children":["cr-n","cr-s","cr-e","cr-w"]}}
+{"op":"add","path":"/elements/cr-n","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/cr-s","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/cr-e","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/cr-w","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/curtailRegion","value":"north"}
+{"op":"add","path":"/elements/curtail-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Order Curtailment","title":"Confirm Curtailment Order","description":"This will reduce load in the selected region. Confirm to dispatch.","confirmLabel":"Dispatch Order","cancelLabel":"Cancel","triggerVariant":"destructive"},"on":{"confirm":{"action":"setState","params":{"statePath":"/curtailOrdered","value":true}}}}}
+{"op":"add","path":"/elements/curtail-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Curtailment Dispatched","description":"Order has been sent to regional dispatch."},"visible":{"$state":"/curtailOrdered"}}}
+{"op":"add","path":"/state/curtailOrdered","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..476c99a7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r3.txt
@@ -0,0 +1,86 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-metrics","load-section","gen-section","plants-section","outages-section","forecast-section","maint-section","alerts-section","curtail-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"Real-time power network monitoring & control"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["r-all","r-north","r-south","r-east","r-west"],"value":{"$bindState":"/focusRegion"},"size":"medium"},"children":["r-all","r-north","r-south","r-east","r-west"]}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/r-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/r-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/r-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["metric-load","metric-price","metric-emissions"]}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-load-title","metric-load-value"]}}
+{"op":"add","path":"/elements/metric-load-title","value":{"type":"TextContent","props":{"text":"Current Network Load","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"Heading","props":{"text":{"$template":"${/currentLoad} MW"},"level":"h2"}}}
+{"op":"add","path":"/state/currentLoad","value":42850}
+{"op":"add","path":"/elements/metric-price","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-price-title","metric-price-value"]}}
+{"op":"add","path":"/elements/metric-price-title","value":{"type":"TextContent","props":{"text":"Price per MWh","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/pricePerMWh}"},"level":"h2"}}}
+{"op":"add","path":"/state/pricePerMWh","value":68.42}
+{"op":"add","path":"/elements/metric-emissions","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-em-title","metric-em-value"]}}
+{"op":"add","path":"/elements/metric-em-title","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/metric-em-value","value":{"type":"Heading","props":{"text":{"$template":"${/emissionsToday} tCO₂"},"level":"h2"}}}
+{"op":"add","path":"/state/emissionsToday","value":18420}
+
+{"op":"add","path":"/elements/load-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["load-head","capacity-progress","load-detail"]}}
+{"op":"add","path":"/elements/load-head","value":{"type":"Heading","props":{"text":"Network Capacity","level":"h3"}}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":85,"label":"85% of 50,400 MW capacity"}}}
+{"op":"add","path":"/elements/load-detail","value":{"type":"TextCallout","props":{"variant":"warning","title":"Approaching Peak","description":"Load is at 85% of maximum capacity. Reserve margin: 7,550 MW."}}}
+
+{"op":"add","path":"/elements/gen-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gen-head","gen-chart"]}}
+{"op":"add","path":"/elements/gen-head","value":{"type":"Heading","props":{"text":"Generation by Source","level":"h3"}}}
+{"op":"add","path":"/elements/gen-chart","value":{"type":"PieChart","props":{"labels":["Natural Gas","Nuclear","Wind","Solar","Hydro","Coal"],"values":[15200,9800,7100,4300,3900,2550],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plants-head","plants-list"]}}
+{"op":"add","path":"/elements/plants-head","value":{"type":"Heading","props":{"text":"Power Plants","level":"h3"}}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["plant-info","plant-output","plant-status"]}}
+{"op":"add","path":"/elements/plant-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${source} (${region})"}}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$template":"${output} MW","size":"small-heavy"}}}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"p1","name":"Ashford CCGT","source":"Natural Gas","region":"north","output":8200,"status":"Online"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"p2","name":"Bracewell Nuclear","source":"Nuclear","region":"east","output":9800,"status":"Online"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"p3","name":"Fenmoor Wind Farm","source":"Wind","region":"west","output":7100,"status":"Online"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Sunridge Solar","source":"Solar","region":"south","output":4300,"status":"Ramping"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"p5","name":"Glenhollow Hydro","source":"Hydro","region":"north","output":3900,"status":"Online"}}
+{"op":"add","path":"/state/plants/5","value":{"id":"p6","name":"Coalburn Station","source":"Coal","region":"east","output":2550,"status":"Reduced"}}
+
+{"op":"add","path":"/elements/outages-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["outages-head","outages-list"]}}
+{"op":"add","path":"/elements/outages-head","value":{"type":"Heading","props":{"text":"Active Outages","level":"h3"}}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-row"]}}
+{"op":"add","path":"/elements/outage-row","value":{"type":"Alert","props":{"title":{"$template":"${asset} — ${region}"},"description":{"$template":"${cause} · ${affected} affected · ETA ${eta}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","asset":"Feeder Line 12","region":"South","cause":"Storm damage","affected":"14,200 customers","eta":"18:30"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","asset":"Substation E4","region":"East","cause":"Transformer fault","affected":"3,800 customers","eta":"21:00"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","asset":"Distribution Ring W7","region":"West","cause":"Scheduled isolation","affected":"900 customers","eta":"16:45"}}
+
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["forecast-head","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-head","value":{"type":"Heading","props":{"text":"24-Hour Demand Forecast","level":"h3"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["00","02","04","06","08","10","12","14","16","18","20","22"],"series":["forecast-series"],"variant":"natural","xLabel":"Hour","yLabel":"MW"}}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast Demand","values":[34200,32100,31500,33800,39200,43100,45600,46800,47200,49100,46300,40200]}}}
+
+{"op":"add","path":"/elements/maint-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"Heading","props":{"text":"Planned Maintenance This Month","level":"h3"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"ListBlock","props":{"items":["maint-1","maint-2","maint-3"]}}}
+{"op":"add","path":"/elements/maint-1","value":{"type":"ListItem","props":{"title":"Bracewell Nuclear — Unit 2 refuel","subtitle":"Jun 8–14 · East region · 1,200 MW offline"}}}
+{"op":"add","path":"/elements/maint-2","value":{"type":"ListItem","props":{"title":"Fenmoor Wind — turbine array service","subtitle":"Jun 17–19 · West region · 800 MW reduced"}}}
+{"op":"add","path":"/elements/maint-3","value":{"type":"ListItem","props":{"title":"Ashford CCGT — inspection","subtitle":"Jun 24–26 · North region · 2,000 MW offline"}}}
+
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-head","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-head","value":{"type":"Heading","props":{"text":"Live Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-row"]}}
+{"op":"add","path":"/elements/alert-row","value":{"type":"TextCallout","props":{"variant":{"$item":"severity"},"title":{"$item":"title"},"description":{"$template":"${time} · ${detail}"}}}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","severity":"danger","title":"Frequency deviation 49.7 Hz","time":"14:32","detail":"Automatic reserve dispatched in North"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","severity":"warning","title":"Import interconnector at 95%","time":"14:28","detail":"East tie-line nearing limit"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","severity":"info","title":"Wind ramp forecast","time":"14:15","detail":"+1,400 MW expected over next hour, West"}}
+
+{"op":"add","path":"/elements/curtail-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["curtail-head","curtail-desc","curtail-dialog"]}}
+{"op":"add","path":"/elements/curtail-head","value":{"type":"Heading","props":{"text":"Curtailment Control","level":"h3"}}}
+{"op":"add","path":"/elements/curtail-desc","value":{"type":"TextContent","props":{"text":"Issue a curtailment order to reduce demand in the focused region during peak stress.","size":"small"}}}
+{"op":"add","path":"/elements/curtail-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Order Curtailment","title":"Confirm Curtailment Order","description":"This will initiate mandatory load shedding in the selected region. Confirm to proceed.","confirmLabel":"Issue Order","cancelLabel":"Cancel","triggerVariant":"destructive"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..26b287f7d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-power__r4.txt
@@ -0,0 +1,116 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","kpi-row","alerts-card","gen-row","forecast-price-row","plants-card","outages-card","maint-card","curtail-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Grid Operations Console","subtitle":"National Power Network — Real-Time Overview"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus Region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All Regions","value":{"$bindState":"/focusRegion"},"items":["r-all","r-north","r-south","r-east","r-west","r-central"]}}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/r-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/r-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/r-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/elements/r-central","value":{"type":"SelectItem","props":{"value":"central","label":"Central"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-load","kpi-capacity","kpi-price","kpi-emissions"]}}
+
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-load-title","kpi-load-val"]}}
+{"op":"add","path":"/elements/kpi-load-title","value":{"type":"TextContent","props":{"text":"Current Network Load","size":"small"}}}
+{"op":"add","path":"/elements/kpi-load-val","value":{"type":"Heading","props":{"text":{"$template":"${/load/current} MW"},"level":"h2"}}}
+{"op":"add","path":"/state/load","value":{"current":42850,"peak":58000}}
+
+{"op":"add","path":"/elements/kpi-capacity","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-cap-title","kpi-cap-prog","kpi-cap-note"]}}
+{"op":"add","path":"/elements/kpi-cap-title","value":{"type":"TextContent","props":{"text":"Capacity Utilization","size":"small"}}}
+{"op":"add","path":"/elements/kpi-cap-prog","value":{"type":"Progress","props":{"value":{"$state":"/capacity/percent"},"label":{"$template":"${/capacity/percent}% of ${/capacity/total} MW"}}}}
+{"op":"add","path":"/elements/kpi-cap-note","value":{"type":"Badge","props":{"text":"Headroom: 15,150 MW","variant":"secondary"}}}
+{"op":"add","path":"/state/capacity","value":{"percent":74,"total":58000}}
+
+{"op":"add","path":"/elements/kpi-price","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-price-title","kpi-price-val"]}}
+{"op":"add","path":"/elements/kpi-price-title","value":{"type":"TextContent","props":{"text":"Spot Price","size":"small"}}}
+{"op":"add","path":"/elements/kpi-price-val","value":{"type":"Heading","props":{"text":{"$template":"$${/price/current} / MWh"},"level":"h2"}}}
+{"op":"add","path":"/state/price","value":{"current":68.42,"trend":"up"}}
+
+{"op":"add","path":"/elements/kpi-emissions","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-em-title","kpi-em-val"]}}
+{"op":"add","path":"/elements/kpi-em-title","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-em-val","value":{"type":"Heading","props":{"text":{"$template":"${/emissions/tons} t CO₂"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-em-int","value":{"type":"TextContent","props":{"text":"—","size":"small"}}}
+{"op":"add","path":"/state/emissions","value":{"tons":18420,"intensity":430}}
+
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["alerts-head","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-head","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Real-time system notifications"}}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"Frequency Deviation","description":"North region frequency dipped to 49.82 Hz at 14:22.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","title":"Transformer Overload","description":"Substation E-14 (East) exceeding rated capacity.","variant":"destructive"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","title":"Wind Ramp-Up","description":"West wind farms +820 MW over last 15 min.","variant":"info"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a4","title":"Interconnect Restored","description":"Central-South tie line back in service.","variant":"success"}}
+
+{"op":"add","path":"/elements/gen-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["gen-split-card","gen-radial-card"]}}
+{"op":"add","path":"/elements/gen-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gen-split-head","gen-pie"]}}
+{"op":"add","path":"/elements/gen-split-head","value":{"type":"CardHeader","props":{"title":"Generation by Source","subtitle":"Current mix (MW)"}}}
+{"op":"add","path":"/elements/gen-pie","value":{"type":"PieChart","props":{"variant":"donut","labels":["Gas","Nuclear","Wind","Solar","Hydro","Coal"],"values":[15200,9800,7600,4100,3900,2250]}}}
+
+{"op":"add","path":"/elements/gen-radial-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gen-radial-head","gen-bar"]}}
+{"op":"add","path":"/elements/gen-radial-head","value":{"type":"CardHeader","props":{"title":"Source Output","subtitle":"MW contribution"}}}
+{"op":"add","path":"/elements/gen-bar","value":{"type":"HorizontalBarChart","props":{"labels":["Gas","Nuclear","Wind","Solar","Hydro","Coal"],"series":["gen-series"],"xLabel":"MW"}}}
+{"op":"add","path":"/elements/gen-series","value":{"type":"Series","props":{"category":"Output","values":[15200,9800,7600,4100,3900,2250]}}}
+
+{"op":"add","path":"/elements/forecast-price-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["forecast-card","price-card"]}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["forecast-head","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-head","value":{"type":"CardHeader","props":{"title":"Demand Forecast — Next 24 Hours","subtitle":"Projected load in MW"}}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"variant":"natural","labels":["00","02","04","06","08","10","12","14","16","18","20","22"],"series":["forecast-series"],"xLabel":"Hour","yLabel":"MW"}}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast Load","values":[36000,33500,32000,34500,41000,48000,51000,52500,53000,55500,58000,47000]}}}
+
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["price-head","price-chart"]}}
+{"op":"add","path":"/elements/price-head","value":{"type":"CardHeader","props":{"title":"Price per MWh — Intraday","subtitle":"Wholesale spot price ($)"}}}
+{"op":"add","path":"/elements/price-chart","value":{"type":"LineChart","props":{"variant":"natural","labels":["00","04","08","12","16","20","Now"],"series":["price-series"],"xLabel":"Hour","yLabel":"$/MWh"}}}
+{"op":"add","path":"/elements/price-series","value":{"type":"Series","props":{"category":"Price","values":[42.1,38.5,55.2,61.8,72.4,84.6,68.42]}}}
+
+{"op":"add","path":"/elements/plants-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plants-head","plants-list"]}}
+{"op":"add","path":"/elements/plants-head","value":{"type":"CardHeader","props":{"title":"Power Plants","subtitle":"Output and operational status"}}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["plant-info","plant-out","plant-status"]}}
+{"op":"add","path":"/elements/plant-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${region} · ${fuel}"}}}
+{"op":"add","path":"/elements/plant-out","value":{"type":"TextContent","props":{"text":{"$template":"${output} MW","size":"large-heavy"}}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}}}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"p1","name":"Ravenscroft CCGT","region":"North","fuel":"Gas","output":3200,"status":"Online","statusVariant":"default"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"p2","name":"Harwell Nuclear","region":"Central","fuel":"Nuclear","output":4900,"status":"Online","statusVariant":"default"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"p3","name":"Cape Wind Array","region":"West","fuel":"Wind","output":2100,"status":"Ramping","statusVariant":"secondary"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"p4","name":"Solano PV Field","region":"South","fuel":"Solar","output":1450,"status":"Online","statusVariant":"default"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"p5","name":"Greystone Coal","region":"East","fuel":"Coal","output":0,"status":"Offline","statusVariant":"destructive"}}
+{"op":"add","path":"/state/plants/5","value":{"id":"p6","name":"Blackwater Hydro","region":"North","fuel":"Hydro","output":1900,"status":"Online","statusVariant":"default"}}
+
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["outages-head","outages-list"]}}
+{"op":"add","path":"/elements/outages-head","value":{"type":"CardHeader","props":{"title":"Active Outages","subtitle":"Affected regions and impact"}}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"TextCallout","props":{"variant":"danger","title":{"$template":"${asset} — ${region}"},"description":{"$template":"${detail} · ${customers} customers affected · ETR ${etr}"}}}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","asset":"Line 220kV E-14","region":"East","detail":"Transformer fault","customers":"48,000","etr":"16:30"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","asset":"Feeder S-07","region":"South","detail":"Storm damage","customers":"12,300","etr":"19:00"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","asset":"Substation N-03","region":"North","detail":"Scheduled trip","customers":"3,500","etr":"15:45"}}
+
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maint-head","maint-table"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"CardHeader","props":{"title":"Planned Maintenance — This Month","subtitle":"Scheduled asset work"}}}
+{"op":"add","path":"/elements/maint-table","value":{"type":"Table","props":{"columns":["m-col-asset","m-col-region","m-col-window","m-col-mw"]}}}
+{"op":"add","path":"/elements/m-col-asset","value":{"type":"Col","props":{"label":"Asset","type":"string","data":["Harwell Unit 2","Cape Wind T7-T12","Greystone Boiler A","Line 400kV C-11"]}}}
+{"op":"add","path":"/elements/m-col-region","value":{"type":"Col","props":{"label":"Region","type":"string","data":["Central","West","East","Central"]}}}
+{"op":"add","path":"/elements/m-col-window","value":{"type":"Col","props":{"label":"Window","type":"string","data":["Jun 8–10","Jun 14","Jun 18–22","Jun 26"]}}}
+{"op":"add","path":"/elements/m-col-mw","value":{"type":"Col","props":{"label":"MW Out","type":"number","data":[1250,180,900,0]}}}
+
+{"op":"add","path":"/elements/curtail-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["curtail-head","curtail-controls","curtail-confirm"]}}
+{"op":"add","path":"/elements/curtail-head","value":{"type":"CardHeader","props":{"title":"Curtailment Control","subtitle":"Order load reduction for a region"}}}
+{"op":"add","path":"/elements/curtail-controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"end"},"children":["curtail-region-fc","curtail-amount-fc"]}}
+{"op":"add","path":"/elements/curtail-region-fc","value":{"type":"FormControl","props":{"label":"Target Region","input":"curtail-region-select"}}}
+{"op":"add","path":"/elements/curtail-region-select","value":{"type":"Select","props":{"name":"curtailRegion","placeholder":"Select region","value":{"$bindState":"/curtail/region"},"items":["cr-north","cr-south","cr-east","cr-west","cr-central"]}}}
+{"op":"add","path":"/elements/cr-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/cr-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/cr-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/cr-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/elements/cr-central","value":{"type":"SelectItem","props":{"value":"central","label":"Central"}}}
+{"op":"add","path":"/state/curtail","value":{"region":"","amount":"500","ordered":false}}
+{"op":"add","path":"/elements/curtail-amount-fc","value":{"type":"FormControl","props":{"label":"Amount (MW)","input":"curtail-amount-input","hint":"Load to shed"}}}
+{"op":"add","path":"/elements/curtail-amount-input","value":{"type":"Input","props":{"name":"curtailAmount","type":"number","value":{"$bindState":"/curtail/amount"}}}}
+{"op":"add","path":"/elements/curtail-confirm","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Order Curtailment","triggerVariant":"destructive","title":"Confirm Curtailment Order","description":"This will command load shedding in the selected region. Confirm to dispatch.","confirmLabel":"Dispatch Order","cancelLabel":"Cancel"},"on":{"confirm":{"action":"setState","params":{"statePath":"/curtail/ordered","value":true}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..df5e48f8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,108 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","traffic-card","mid-row","bottom-row","promo-card","registers-card","weekly-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-title","store-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Store Manager Console","subtitle":{"$template":"Daily overview — ${/currentStore}"}}}}
+{"op":"add","path":"/state/currentStore","value":"Downtown Flagship"}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Switch store","size":"medium","value":{"$bindState":"/currentStore"},"items":["store-opt-1","store-opt-2","store-opt-3"]},"children":[]}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"Downtown Flagship","label":"Downtown Flagship"}}}
+{"op":"add","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"Westfield Mall","label":"Westfield Mall"}}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"Airport Kiosk","label":"Airport Kiosk"}}}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sales-card","basket-card","returns-card"]}}
+
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["sales-head","sales-value","sales-progress"]}}
+{"op":"add","path":"/elements/sales-head","value":{"type":"Heading","props":{"text":"Sales Today vs Target","level":"h4"}}}
+{"op":"add","path":"/elements/sales-value","value":{"type":"TextContent","props":{"text":{"$template":"**$${/sales/today}** of $${/sales/target} target"},"size":"large"}}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/sales/percent"},"label":{"$template":"${/sales/percent}% of daily target"}}}}
+{"op":"add","path":"/state/sales","value":{"today":"18,420","target":"22,000","percent":84}}
+
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["basket-head","basket-value","basket-note"]}}
+{"op":"add","path":"/elements/basket-head","value":{"type":"Heading","props":{"text":"Average Basket Size","level":"h4"}}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":{"$template":"**$${/basket/avg}**"},"size":"large"}}}
+{"op":"add","path":"/elements/basket-note","value":{"type":"TextContent","props":{"text":{"$template":"${/basket/items} items per transaction avg"},"size":"small"}}}
+{"op":"add","path":"/state/basket","value":{"avg":"46.80","items":"3.2"}}
+
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["returns-head","returns-value","returns-note"]}}
+{"op":"add","path":"/elements/returns-head","value":{"type":"Heading","props":{"text":"Returns This Week","level":"h4"}}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/returns/count}** returns"},"size":"large"}}}
+{"op":"add","path":"/elements/returns-note","value":{"type":"TextContent","props":{"text":{"$template":"$${/returns/value} refunded • ${/returns/rate}% of sales"},"size":"small"}}}
+{"op":"add","path":"/state/returns","value":{"count":37,"value":"1,240","rate":"2.1"}}
+
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["traffic-head","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-head","value":{"type":"Heading","props":{"text":"Foot Traffic Through the Day","level":"h3"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["9am","11am","1pm","3pm","5pm","7pm","9pm"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":["traffic-series"]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[42,118,205,176,240,198,90]}}}
+
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bestsellers-card","stock-card"]}}
+
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["best-head","best-chart"]}}
+{"op":"add","path":"/elements/best-head","value":{"type":"Heading","props":{"text":"Best Sellers (units today)","level":"h3"}}}
+{"op":"add","path":"/elements/best-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Classic Tee","Denim Jacket","Sneakers X","Wool Scarf","Cap Logo"],"series":["best-series"],"xLabel":"Units"},"children":["best-series"]}}
+{"op":"add","path":"/elements/best-series","value":{"type":"Series","props":{"category":"Units Sold","values":[84,61,47,39,28]}}}
+
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stock-head","stock-list"]}}
+{"op":"add","path":"/elements/stock-head","value":{"type":"Heading","props":{"text":"Out of Stock","level":"h3"}}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-item"]}}
+{"op":"add","path":"/elements/stock-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["stock-info","stock-reorder"]}}
+{"op":"add","path":"/elements/stock-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["stock-name","stock-sku"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/stock-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} • last sold ${lastSold}"},"size":"small"}}}
+{"op":"add","path":"/elements/stock-reorder","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","name":{"$item":"name"}}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"1","name":"Sneakers X (size 9)","sku":"SNX-009","lastSold":"2h ago"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"2","name":"Wool Scarf — Navy","sku":"WSC-NVY","lastSold":"Yesterday"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"3","name":"Denim Jacket (M)","sku":"DNJ-M","lastSold":"3h ago"}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+
+{"op":"add","path":"/elements/reorder-callout","value":{"type":"Callout","props":{"variant":"success","title":"Reorder placed","description":"Item added to the reorder queue."}}}
+
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["shift-card","reorder-queue-card"]}}
+
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shift-head","shift-list"]}}
+{"op":"add","path":"/elements/shift-head","value":{"type":"Heading","props":{"text":"On Shift Today","level":"h3"}}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shift","key":"id"},"children":["shift-item"]}}
+{"op":"add","path":"/elements/shift-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"m"},"children":["shift-avatar","shift-info"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/shift-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["shift-name","shift-role"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/shift-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} • ${hours}"},"size":"small"}}}
+{"op":"add","path":"/state/shift","value":[]}
+{"op":"add","path":"/state/shift/0","value":{"id":"1","name":"Maria Chen","initials":"MC","role":"Floor Lead","hours":"8am–4pm"}}
+{"op":"add","path":"/state/shift/1","value":{"id":"2","name":"James Okoro","initials":"JO","role":"Cashier","hours":"9am–5pm"}}
+{"op":"add","path":"/state/shift/2","value":{"id":"3","name":"Priya Nair","initials":"PN","role":"Stockroom","hours":"7am–3pm"}}
+{"op":"add","path":"/state/shift/3","value":{"id":"4","name":"Diego Ruiz","initials":"DR","role":"Cashier","hours":"1pm–9pm"}}
+
+{"op":"add","path":"/elements/reorder-queue-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rq-head","rq-list","rq-empty"]}}
+{"op":"add","path":"/elements/rq-head","value":{"type":"Heading","props":{"text":"Reorder Queue","level":"h3"}}}
+{"op":"add","path":"/elements/rq-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["rq-item"]}}
+{"op":"add","path":"/elements/rq-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["rq-name","rq-remove"]}}
+{"op":"add","path":"/elements/rq-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/rq-remove","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","size":"extra-small","type":"destructive"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorderQueue","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/rq-empty","value":{"type":"TextContent","props":{"text":"No items queued for reorder yet. Use the Reorder buttons above.","size":"small"},"visible":{"$state":"/reorderQueue/0","not":true}}}
+
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-head","promo-table"]}}
+{"op":"add","path":"/elements/promo-head","value":{"type":"Heading","props":{"text":"Running Promotions","level":"h3"}}}
+{"op":"add","path":"/elements/promo-table","value":{"type":"Table","props":{"columns":["promo-col-name","promo-col-disc","promo-col-uses","promo-col-rev"]},"children":["promo-col-name","promo-col-disc","promo-col-uses","promo-col-rev"]}}
+{"op":"add","path":"/elements/promo-col-name","value":{"type":"Col","props":{"label":"Promotion","type":"string","data":["Summer 20% Off","BOGO Tees","Loyalty $10","Clearance -50%"]}}}
+{"op":"add","path":"/elements/promo-col-disc","value":{"type":"Col","props":{"label":"Discount","type":"string","data":["20%","Buy 1 Get 1","$10 credit","50%"]}}}
+{"op":"add","path":"/elements/promo-col-uses","value":{"type":"Col","props":{"label":"Redemptions","type":"number","data":[142,87,54,203]}}}
+{"op":"add","path":"/elements/promo-col-rev","value":{"type":"Col","props":{"label":"Revenue ($)","type":"number","data":[6820,3120,1980,4450]}}}
+
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reg-head","reg-list"]}}
+{"op":"add","path":"/elements/reg-head","value":{"type":"Heading","props":{"text":"Registers","level":"h3"}}}
+{"op":"add","path":"/elements/reg-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["reg-item"]}}
+{"op":"add","path":"/elements/reg-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["reg-name","reg-badge","reg-cashier"]}}
+{"op":"add","path":"/elements/reg-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"}}}
+{"op":"add","path":"/elements/reg-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"outline"}}}}
+{"op":"add","path":"/elements/reg-cashier","value":{"type":"TextContent","props":{"text":{"$template":"${cashier}"},"size":"small"}}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"1","name":"Register 1","open":true,"status":"Open","cashier":"James Okoro"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"2","name":"Register 2","open":true,"status":"Open","cashier":"Diego Ruiz"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"3","name":"Register 3","open":false,"status":"Closed","cashier":"—"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"4","name":"Register 4","open":false,"status":"Closed","cashier":"—"}}
+
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekly-head","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-head","value":{"type":"Heading","props":{"text":"This Week vs Last Week","level":"h3"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-this","week-last"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":["week-this","week-last"]}}
+{"op":"add","path":"/elements/week-this","value":{"type":"Series","props":{"category":"This Week","values":[15200,16800,18420,0,0,0,0]}}}
+{"op":"add","path":"/elements/week-last","value":{"type":"Series","props":{"category":"Last Week","values":[14100,15900,17200,19800,22400,24100,20500]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..5b1ee661c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,95 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","traffic-card","compare-card","tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","store-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["header-h","header-sub"]}}
+{"op":"add","path":"/elements/header-h","value":{"type":"Heading","props":{"text":"Store Manager Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-sub","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/store} · ${/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/store","value":"Downtown Flagship"}
+{"op":"add","path":"/state/date","value":"Mon, Jun 9 2025"}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Switch store","value":{"$bindState":"/store"},"items":["st-1","st-2","st-3","st-4"]},"children":[]}}
+{"op":"add","path":"/elements/st-1","value":{"type":"SelectItem","props":{"value":"Downtown Flagship","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/st-2","value":{"type":"SelectItem","props":{"value":"Westgate Mall","label":"Westgate Mall"},"children":[]}}
+{"op":"add","path":"/elements/st-3","value":{"type":"SelectItem","props":{"value":"Airport Kiosk","label":"Airport Kiosk"},"children":[]}}
+{"op":"add","path":"/elements/st-4","value":{"type":"SelectItem","props":{"value":"Lakeside Outlet","label":"Lakeside Outlet"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns"]}}
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["kpi-sales-head","kpi-sales-val","kpi-sales-prog"]}}
+{"op":"add","path":"/elements/kpi-sales-head","value":{"type":"TextContent","props":{"text":"Sales Today vs Target","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sales-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/sales/today} of $${/sales/target}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sales-prog","value":{"type":"Progress","props":{"value":78,"label":"78% of daily target"},"children":[]}}
+{"op":"add","path":"/state/sales","value":{"today":"18,420","target":"23,500"}}
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["kpi-basket-head","kpi-basket-val","kpi-basket-note"]}}
+{"op":"add","path":"/elements/kpi-basket-head","value":{"type":"TextContent","props":{"text":"Average Basket Size","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-basket-val","value":{"type":"TextContent","props":{"text":{"$template":"$${/basket/value}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-basket-note","value":{"type":"TextContent","props":{"text":{"$template":"${/basket/items} items avg · ${/basket/trend} vs last wk"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/basket","value":{"value":"42.65","items":"3.1","trend":"+4.2%"}}
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["kpi-returns-head","kpi-returns-val","kpi-returns-note"]}}
+{"op":"add","path":"/elements/kpi-returns-head","value":{"type":"TextContent","props":{"text":"Returns This Week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns-val","value":{"type":"TextContent","props":{"text":{"$template":"${/returns/count} items"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns-note","value":{"type":"TextContent","props":{"text":{"$template":"$${/returns/value} refunded · ${/returns/rate} rate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/returns","value":{"count":"37","value":"1,240","rate":"2.4%"}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["traffic-head","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-head","value":{"type":"CardHeader","props":{"title":"Foot Traffic Through the Day","subtitle":"Visitors per hour"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p","8p"],"series":["traffic-series"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[45,88,120,175,210,160,140,190,230,205,150,80]},"children":[]}}
+{"op":"add","path":"/elements/compare-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["compare-head","compare-chart"]}}
+{"op":"add","path":"/elements/compare-head","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/compare-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["compare-this","compare-last"],"variant":"grouped","yLabel":"Sales $"},"children":[]}}
+{"op":"add","path":"/elements/compare-this","value":{"type":"Series","props":{"category":"This Week","values":[18420,19200,20100,21500,24300,26800,22400]},"children":[]}}
+{"op":"add","path":"/elements/compare-last","value":{"type":"Series","props":{"category":"Last Week","values":[17100,18500,19000,20200,22800,25100,21000]},"children":[]}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-sellers","tab-stock","tab-shift","tab-promos","tab-registers"]},"children":[]}}
+{"op":"add","path":"/elements/tab-sellers","value":{"type":"TabItem","props":{"value":"sellers","trigger":"Best Sellers","content":["sellers-list"]},"children":[]}}
+{"op":"add","path":"/elements/sellers-list","value":{"type":"ListBlock","props":{"variant":"number","items":["seller-item"]},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["seller-item"]}}
+{"op":"add","path":"/elements/seller-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${units} units · $${revenue}"}},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"1","name":"Classic Denim Jacket","units":"142","revenue":"8,520"}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"2","name":"Wool Blend Scarf","units":"118","revenue":"3,540"}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"3","name":"Leather Sneakers","units":"96","revenue":"9,600"}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"4","name":"Cotton Crew Tee","units":"87","revenue":"1,740"}}
+{"op":"add","path":"/state/bestSellers/4","value":{"id":"5","name":"Canvas Tote Bag","units":"73","revenue":"2,190"}}
+{"op":"add","path":"/elements/tab-stock","value":{"type":"TabItem","props":{"value":"stock","trigger":"Out of Stock","content":["stock-list"]},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["stock-info","stock-reorder"]}}
+{"op":"add","path":"/elements/stock-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["stock-name","stock-meta"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/stock-meta","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · out ${daysOut}d · sold-out"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-reorder","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorders","value":{"id":"$id","name":{"$item":"name"}}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"1","name":"Slim Chino Pants (32)","sku":"CH-032","daysOut":"3"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"2","name":"Merino Beanie - Navy","sku":"BN-014","daysOut":"1"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"3","name":"Running Socks 3-Pack","sku":"SK-003","daysOut":"5"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"4","name":"Rain Shell Jacket (M)","sku":"RJ-021","daysOut":"2"}}
+{"op":"add","path":"/state/reorders","value":[]}
+{"op":"add","path":"/elements/tab-shift","value":{"type":"TabItem","props":{"value":"shift","trigger":"On Shift","content":["shift-list"]},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["shift-avatar","shift-info","shift-badge"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/shift-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["shift-name","shift-role"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shift-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${hours}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"1","initials":"AM","name":"Ana Morales","role":"Shift Lead","hours":"8a–4p","status":"On floor"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"2","initials":"JT","name":"Jordan Tan","role":"Cashier","hours":"9a–5p","status":"Register 2"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"3","initials":"KP","name":"Kira Patel","role":"Sales Associate","hours":"11a–7p","status":"On floor"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"4","initials":"DL","name":"Diego Luz","role":"Stockroom","hours":"7a–3p","status":"Break"}}
+{"op":"add","path":"/elements/tab-promos","value":{"type":"TabItem","props":{"value":"promos","trigger":"Promotions","content":["promos-list"]},"children":[]}}
+{"op":"add","path":"/elements/promos-list","value":{"type":"Card","props":{"direction":"column","gap":"m"},"repeat":{"statePath":"/promos","key":"id"},"children":["promo-card"]}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["promo-head","promo-prog","promo-note"]}}
+{"op":"add","path":"/elements/promo-head","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promo-prog","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${redemptions} redemptions · goal ${goal}"}},"children":[]}}
+{"op":"add","path":"/elements/promo-note","value":{"type":"TextContent","props":{"text":{"$template":"Uplift ${uplift} · ends ${ends}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promos","value":[]}
+{"op":"add","path":"/state/promos/0","value":{"id":"1","name":"BOGO Denim Weekend","progress":82,"redemptions":"246","goal":"300","uplift":"+18%","ends":"Sun"}}
+{"op":"add","path":"/state/promos/1","value":{"id":"2","name":"20% Off Outerwear","progress":54,"redemptions":"162","goal":"300","uplift":"+9%","ends":"Fri"}}
+{"op":"add","path":"/state/promos/2","value":{"id":"3","name":"Loyalty Double Points","progress":67,"redemptions":"402","goal":"600","uplift":"+12%","ends":"Wed"}}
+{"op":"add","path":"/elements/tab-registers","value":{"type":"TabItem","props":{"value":"registers","trigger":"Registers","content":["registers-list"]},"children":[]}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["register-card"]}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"start"},"children":["register-name","register-status","register-cashier"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"destructive"}},"children":[]}}
+{"op":"add","path":"/elements/register-cashier","value":{"type":"TextContent","props":{"text":{"$template":"${cashier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"1","name":"Register 1","status":"Open","open":true,"cashier":"Ana Morales"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"2","name":"Register 2","status":"Open","open":true,"cashier":"Jordan Tan"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"3","name":"Register 3","status":"Closed","open":false,"cashier":"—"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"4","name":"Self-Checkout","status":"Open","open":true,"cashier":"Automated"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..6faed9371
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,107 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","traffic-section","mid-row","promo-section","register-section","staff-section","reorder-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","store-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Store Manager Console — Today","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Select store","value":{"$bindState":"/selectedStore"},"items":["store-1","store-2","store-3"],"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/store-1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/store-2","value":{"type":"SelectItem","props":{"value":"westgate","label":"Westgate Mall"},"children":[]}}
+{"op":"add","path":"/elements/store-3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Terminal"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-sales","kpi-basket","kpi-returns"]}}
+
+{"op":"add","path":"/elements/kpi-sales","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["kpi-sales-head","kpi-sales-val","kpi-sales-prog"]}}
+{"op":"add","path":"/elements/kpi-sales-head","value":{"type":"CardHeader","props":{"title":"Sales Today","subtitle":"vs Target"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sales-val","value":{"type":"TextContent","props":{"text":{"$template":"**$${/salesToday}** of $${/salesTarget} target"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-sales-prog","value":{"type":"Progress","props":{"value":78,"label":"78% to goal"},"children":[]}}
+{"op":"add","path":"/state/salesToday","value":"18,420"}
+{"op":"add","path":"/state/salesTarget","value":"23,500"}
+
+{"op":"add","path":"/elements/kpi-basket","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["kpi-basket-head","kpi-basket-val"]}}
+{"op":"add","path":"/elements/kpi-basket-head","value":{"type":"CardHeader","props":{"title":"Avg Basket Size","subtitle":"Today"},"children":[]}}
+{"op":"add","path":"/elements/kpi-basket-val","value":{"type":"TextContent","props":{"text":{"$template":"**$${/avgBasket}** · ${/avgItems} items"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgBasket","value":"42.80"}
+{"op":"add","path":"/state/avgItems","value":"3.1"}
+
+{"op":"add","path":"/elements/kpi-returns","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["kpi-returns-head","kpi-returns-val"]}}
+{"op":"add","path":"/elements/kpi-returns-head","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"Units & Value"},"children":[]}}
+{"op":"add","path":"/elements/kpi-returns-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/returnsUnits} returns** · $${/returnsValue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/returnsUnits","value":"47"}
+{"op":"add","path":"/state/returnsValue","value":"1,290"}
+
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["traffic-head","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-head","value":{"type":"Heading","props":{"text":"Foot Traffic Through the Day","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"LineChart","props":{"labels":["9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p","8p"],"series":["traffic-series"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[40,85,120,190,175,150,160,200,240,280,210,120]},"children":[]}}
+
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["bestsellers-card","oos-card","weekcompare-card"]}}
+
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bestsellers-head","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-head","value":{"type":"Heading","props":{"text":"Best Sellers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["col-bs-name","col-bs-units"]},"children":[]}}
+{"op":"add","path":"/elements/col-bs-name","value":{"type":"Col","props":{"label":"Item","data":["Classic Tee","Denim Jacket","Sneaker X","Wool Beanie","Canvas Tote"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-bs-units","value":{"type":"Col","props":{"label":"Units","data":[142,98,87,76,64],"type":"number"},"children":[]}}
+
+{"op":"add","path":"/elements/oos-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["oos-head","oos-list"]}}
+{"op":"add","path":"/elements/oos-head","value":{"type":"Heading","props":{"text":"Out of Stock","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["oos-item"]}}
+{"op":"add","path":"/elements/oos-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["oos-item-info","oos-item-btn"]}}
+{"op":"add","path":"/elements/oos-item-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · SKU ${sku}"}},"children":[]}}
+{"op":"add","path":"/elements/oos-item-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","name":{"$item":"name"},"sku":{"$item":"sku"}}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"o1","name":"Sneaker X (US 9)","sku":"SNX-009"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"o2","name":"Wool Beanie Navy","sku":"WBN-002"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"o3","name":"Denim Jacket M","sku":"DJK-M01"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"o4","name":"Leather Belt 34","sku":"LBT-034"}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+
+{"op":"add","path":"/elements/weekcompare-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekcompare-head","weekcompare-chart"]}}
+{"op":"add","path":"/elements/weekcompare-head","value":{"type":"Heading","props":{"text":"This Week vs Last Week","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weekcompare-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["wc-this","wc-last"],"variant":"grouped","yLabel":"Sales $"},"children":[]}}
+{"op":"add","path":"/elements/wc-this","value":{"type":"Series","props":{"category":"This Week","values":[3200,2900,3400,3100,4200,5100,4600]},"children":[]}}
+{"op":"add","path":"/elements/wc-last","value":{"type":"Series","props":{"category":"Last Week","values":[3000,3100,2800,3300,3900,4700,4400]},"children":[]}}
+
+{"op":"add","path":"/elements/promo-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["promo-head","promo-list"]}}
+{"op":"add","path":"/elements/promo-head","value":{"type":"Heading","props":{"text":"Running Promotions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/promo-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-item"]}}
+{"op":"add","path":"/elements/promo-item","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["promo-item-title","promo-item-sub","promo-item-prog"]}}
+{"op":"add","path":"/elements/promo-item-title","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promo-item-sub","value":{"type":"TextContent","props":{"text":{"$template":"${units} units sold · $${revenue} revenue"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/promo-item-prog","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% of goal"}},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"p1","name":"Buy 2 Get 1 Tees","units":320,"revenue":"4,800","progress":82}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"p2","name":"20% Off Outerwear","units":145,"revenue":"6,200","progress":58}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"p3","name":"Loyalty Double Points","units":210,"revenue":"3,100","progress":91}}
+
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["register-head","register-list"]}}
+{"op":"add","path":"/elements/register-head","value":{"type":"Heading","props":{"text":"Registers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/register-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/registers","key":"id"},"children":["register-item"]}}
+{"op":"add","path":"/elements/register-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between","variant":"sunk"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"}},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"destructive"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"r1","name":"Register 1","open":true,"status":"Open"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"r2","name":"Register 2","open":true,"status":"Open"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"r3","name":"Register 3","open":false,"status":"Closed"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"r4","name":"Register 4","open":true,"status":"Open"}}
+{"op":"add","path":"/state/registers/4","value":{"id":"r5","name":"Self-Checkout","open":false,"status":"Closed"}}
+
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["staff-head","staff-list"]}}
+{"op":"add","path":"/elements/staff-head","value":{"type":"Heading","props":{"text":"On Shift Today","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**  \n${role} · ${shift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"s1","name":"Maya Chen","initials":"MC","role":"Floor Lead","shift":"9a–5p"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"s2","name":"Jordan Ruiz","initials":"JR","role":"Cashier","shift":"10a–6p"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Aisha Khan","initials":"AK","role":"Stock","shift":"8a–4p"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Tom Becker","initials":"TB","role":"Cashier","shift":"12p–8p"}}
+
+{"op":"add","path":"/elements/reorder-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["reorder-head","reorder-empty","reorder-list"]}}
+{"op":"add","path":"/elements/reorder-head","value":{"type":"Heading","props":{"text":"Reorder Queue","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/reorder-empty","value":{"type":"TextContent","props":{"text":"No items queued. Use the Reorder buttons above to add out-of-stock items.","size":"small"},"visible":{"$state":"/reorderQueue/0","not":true},"children":[]}}
+{"op":"add","path":"/elements/reorder-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["reorder-item"]}}
+{"op":"add","path":"/elements/reorder-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["reorder-item-info","reorder-item-remove"]}}
+{"op":"add","path":"/elements/reorder-item-info","value":{"type":"TextContent","props":{"text":{"$template":"Reordering **${name}** · SKU ${sku}"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-item-remove","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/reorderQueue","index":{"$index":true}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..91e004c7f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,92 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","traffic-card","mid-row","promo-card","registers-card","reorder-card","weekly-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","store-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Store Manager Console","subtitle":"Daily overview — Tuesday, Jun 10"}}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","items":["store-1","store-2","store-3"],"value":{"$bindState":"/currentStore"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/store-1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"}}}
+{"op":"add","path":"/elements/store-2","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Mall"}}}
+{"op":"add","path":"/elements/store-3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Terminal"}}}
+{"op":"add","path":"/state/currentStore","value":"downtown"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sales-card","basket-card","returns-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sales-head","sales-progress","sales-note"]}}
+{"op":"add","path":"/elements/sales-head","value":{"type":"Heading","props":{"text":"Sales Today","level":"h4"}}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":78,"label":{"$template":"$${/salesToday} of $${/salesTarget} target"}}}}
+{"op":"add","path":"/state/salesToday","value":"18,420"}
+{"op":"add","path":"/state/salesTarget","value":"23,500"}
+{"op":"add","path":"/elements/sales-note","value":{"type":"TextContent","props":{"text":"78% of daily target — on track","size":"small"}}}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["basket-head","basket-value","basket-note"]}}
+{"op":"add","path":"/elements/basket-head","value":{"type":"Heading","props":{"text":"Avg Basket Size","level":"h4"}}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":"**$42.17**","size":"large-heavy"}}}
+{"op":"add","path":"/elements/basket-note","value":{"type":"TextContent","props":{"text":"+$3.20 vs yesterday","size":"small"}}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["returns-head","returns-value","returns-note"]}}
+{"op":"add","path":"/elements/returns-head","value":{"type":"Heading","props":{"text":"Returns This Week","level":"h4"}}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":"**63 items** · $2,190","size":"large-heavy"}}}
+{"op":"add","path":"/elements/returns-note","value":{"type":"TextContent","props":{"text":"2.8% of weekly sales","size":"small"}}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["traffic-head","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-head","value":{"type":"Heading","props":{"text":"Foot Traffic Through the Day","level":"h4"}}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p"],"series":["traffic-series"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},"children":["traffic-series"]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[45,88,120,190,240,175,150,168,210,260,140]}}}
+{"op":"add","path":"/elements/mid-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bestsellers-card","stock-card","shift-card"]}}
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bestsellers-head","bestsellers-chart"]}}
+{"op":"add","path":"/elements/bestsellers-head","value":{"type":"Heading","props":{"text":"Best Sellers (units)","level":"h4"}}}
+{"op":"add","path":"/elements/bestsellers-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Cold Brew 16oz","Oat Milk Latte","Blueberry Muffin","Avocado Toast","Turkey Wrap"],"series":["bestsellers-series"]},"children":["bestsellers-series"]}}
+{"op":"add","path":"/elements/bestsellers-series","value":{"type":"Series","props":{"category":"Units Sold","values":[142,118,97,84,61]}}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stock-head","stock-list"]}}
+{"op":"add","path":"/elements/stock-head","value":{"type":"Heading","props":{"text":"Out of Stock","level":"h4"}}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-item"]}}
+{"op":"add","path":"/elements/stock-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["stock-item-name","stock-item-tag"]}}
+{"op":"add","path":"/elements/stock-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/stock-item-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"1","name":"Espresso Beans 1kg","status":"0 left"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"2","name":"Caramel Syrup","status":"0 left"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"3","name":"Paper Cups 12oz","status":"0 left"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"4","name":"Chocolate Croissant","status":"0 left"}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shift-head","shift-list"]}}
+{"op":"add","path":"/elements/shift-head","value":{"type":"Heading","props":{"text":"On Shift Today","level":"h4"}}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/staff","key":"id"},"children":["shift-item"]}}
+{"op":"add","path":"/elements/shift-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["shift-avatar","shift-info"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}}}}
+{"op":"add","path":"/elements/shift-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${role} (${hours})"},"size":"small"}}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"1","name":"Maria Lopez","initials":"ML","role":"Shift Lead","hours":"7a–3p"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"2","name":"Devon Park","initials":"DP","role":"Barista","hours":"8a–4p"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"3","name":"Aisha Khan","initials":"AK","role":"Cashier","hours":"10a–6p"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"4","name":"Tom Reyes","initials":"TR","role":"Stock","hours":"12p–8p"}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-head","promo-table"]}}
+{"op":"add","path":"/elements/promo-head","value":{"type":"Heading","props":{"text":"Running Promotions","level":"h4"}}}
+{"op":"add","path":"/elements/promo-table","value":{"type":"Table","props":{"columns":["promo-col-name","promo-col-redeem","promo-col-uplift","promo-col-status"]},"children":["promo-col-name","promo-col-redeem","promo-col-uplift","promo-col-status"]}}
+{"op":"add","path":"/elements/promo-col-name","value":{"type":"Col","props":{"label":"Promotion","type":"string","data":["Buy 1 Get 1 Pastry","Happy Hour Drinks","Loyalty Double Points","Combo Lunch Deal"]}}}
+{"op":"add","path":"/elements/promo-col-redeem","value":{"type":"Col","props":{"label":"Redemptions","type":"number","data":[214,389,502,176]}}}
+{"op":"add","path":"/elements/promo-col-uplift","value":{"type":"Col","props":{"label":"Sales Uplift","type":"string","data":["+12%","+22%","+8%","+15%"]}}}
+{"op":"add","path":"/elements/promo-col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["On track","Exceeding","On track","Underperforming"]}}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["registers-head","registers-list"]}}
+{"op":"add","path":"/elements/registers-head","value":{"type":"Heading","props":{"text":"Registers","level":"h4"}}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-item"]}}
+{"op":"add","path":"/elements/register-item","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["register-name","register-badge"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/register-badge","value":{"type":"Badge","props":{"text":{"$item":"state"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"secondary"}}}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"1","name":"Register 1","state":"Open","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"2","name":"Register 2","state":"Open","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"3","name":"Register 3","state":"Closed","open":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"4","name":"Register 4","state":"Open","open":true}}
+{"op":"add","path":"/state/registers/4","value":{"id":"5","name":"Self-Checkout","state":"Closed","open":false}}
+{"op":"add","path":"/elements/reorder-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reorder-head","reorder-list","reorder-confirm"]}}
+{"op":"add","path":"/elements/reorder-head","value":{"type":"Heading","props":{"text":"Reorder Items","level":"h4"}}}
+{"op":"add","path":"/elements/reorder-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/reorderItems","key":"id"},"children":["reorder-item"]}}
+{"op":"add","path":"/elements/reorder-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["reorder-item-info","reorder-item-btn"]}}
+{"op":"add","path":"/elements/reorder-item-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · on hand: ${onHand}"},"size":"small"}}}
+{"op":"add","path":"/elements/reorder-item-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderConfirm","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/reorderItems","value":[]}
+{"op":"add","path":"/state/reorderItems/0","value":{"id":"1","name":"Espresso Beans 1kg","onHand":0}}
+{"op":"add","path":"/state/reorderItems/1","value":{"id":"2","name":"Caramel Syrup","onHand":0}}
+{"op":"add","path":"/state/reorderItems/2","value":{"id":"3","name":"Oat Milk 1L","onHand":6}}
+{"op":"add","path":"/state/reorderItems/3","value":{"id":"4","name":"Paper Cups 12oz","onHand":0}}
+{"op":"add","path":"/state/reorderConfirm","value":""}
+{"op":"add","path":"/elements/reorder-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Reorder placed","description":{"$template":"Purchase order created for ${/reorderConfirm}."}},"visible":{"$state":"/reorderConfirm"}}}
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekly-head","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-head","value":{"type":"Heading","props":{"text":"This Week vs Last Week","level":"h4"}}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-this","week-last"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":["week-this","week-last"]}}
+{"op":"add","path":"/elements/week-this","value":{"type":"Series","props":{"category":"This Week","values":[18420,21000,0,0,0,0,0]}}}
+{"op":"add","path":"/elements/week-last","value":{"type":"Series","props":{"category":"Last Week","values":[16800,19500,20100,22400,25600,29800,21200]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..0eb3783fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,100 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","period-row","kpi-row","charts-row","top-customers-section","risk-section","payments-section","features-section","invite-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"Company-wide SaaS performance at a glance"}}}
+
+{"op":"add","path":"/elements/period-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["period-label","period-select"]}}
+{"op":"add","path":"/elements/period-label","value":{"type":"TextContent","props":{"text":"**Reporting period**","size":"default"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/reportingPeriod"},"items":["po-1","po-2","po-3","po-4"],"size":"medium"}}}
+{"op":"add","path":"/elements/po-1","value":{"type":"SelectItem","props":{"value":"7d","label":"Last 7 days"}}}
+{"op":"add","path":"/elements/po-2","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"}}}
+{"op":"add","path":"/elements/po-3","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"}}}
+{"op":"add","path":"/elements/po-4","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to date"}}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-tag"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"Heading","props":{"text":"$248,500","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-mrr-tag","value":{"type":"Tag","props":{"text":"+6.2% MoM","variant":"success","size":"sm"}}}
+
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-tag"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"Heading","props":{"text":"$2.98M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-arr-tag","value":{"type":"Tag","props":{"text":"+18.4% YoY","variant":"success","size":"sm"}}}
+
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-tag"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"Heading","props":{"text":"2.1%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-churn-tag","value":{"type":"Tag","props":{"text":"11 accounts lost","variant":"danger","size":"sm"}}}
+
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-value","kpi-nps-tag"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"}}}
+{"op":"add","path":"/elements/kpi-nps-value","value":{"type":"Heading","props":{"text":"52","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-nps-tag","value":{"type":"Tag","props":{"text":"Great","variant":"success","size":"sm"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["signups-card","plans-card","seat-card"]}}
+
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-title","signups-chart"]}}
+{"op":"add","path":"/elements/signups-title","value":{"type":"Heading","props":{"text":"New Signups (Past 90 Days)","level":"h4"}}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["Days 1-15","Days 16-30","Days 31-45","Days 46-60","Days 61-75","Days 76-90"],"series":["signups-series"],"variant":"natural","xLabel":"Period","yLabel":"Signups"},"children":["signups-series"]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[42,55,61,58,73,88]}}}
+
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plans-title","plans-chart"]}}
+{"op":"add","path":"/elements/plans-title","value":{"type":"Heading","props":{"text":"Customers by Plan","level":"h4"}}}
+{"op":"add","path":"/elements/plans-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[420,310,180,64],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/seat-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["seat-title","seat-progress","seat-detail"]}}
+{"op":"add","path":"/elements/seat-title","value":{"type":"Heading","props":{"text":"Seat Utilization","level":"h4"}}}
+{"op":"add","path":"/elements/seat-progress","value":{"type":"Progress","props":{"value":78,"label":"Company-wide seat usage"}}}
+{"op":"add","path":"/elements/seat-detail","value":{"type":"TextContent","props":{"text":"**9,360 / 12,000** seats active across all accounts","size":"small"}}}
+
+{"op":"add","path":"/elements/top-customers-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-customers-title","top-customers-table"]}}
+{"op":"add","path":"/elements/top-customers-title","value":{"type":"Heading","props":{"text":"Ten Largest Customers","level":"h4"}}}
+{"op":"add","path":"/elements/top-customers-table","value":{"type":"Table","props":{"columns":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]},"children":["col-cust-name","col-cust-plan","col-cust-seats","col-cust-spend"]}}
+{"op":"add","path":"/elements/col-cust-name","value":{"type":"Col","props":{"label":"Customer","type":"string","data":["Acme Corp","Globex Inc","Initech","Umbrella Co","Hooli","Soylent LLC","Stark Industries","Wayne Enterprises","Wonka Foods","Cyberdyne"]}}}
+{"op":"add","path":"/elements/col-cust-plan","value":{"type":"Col","props":{"label":"Plan","type":"string","data":["Enterprise","Enterprise","Business","Enterprise","Business","Growth","Enterprise","Enterprise","Business","Growth"]}}}
+{"op":"add","path":"/elements/col-cust-seats","value":{"type":"Col","props":{"label":"Seats","type":"number","data":[1200,980,760,640,590,420,410,380,340,310]}}}
+{"op":"add","path":"/elements/col-cust-spend","value":{"type":"Col","props":{"label":"Annual Spend","type":"string","data":["$288,000","$235,200","$182,400","$153,600","$141,600","$100,800","$98,400","$91,200","$81,600","$74,400"]}}}
+
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["risk-title","risk-list"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"Heading","props":{"text":"Accounts at Risk","level":"h4"}}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"ListBlock","props":{"items":["risk-item"]},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"reason"}}}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"1","name":"Vandelay Industries","reason":"Usage down 60% in last 30 days"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"2","name":"Pied Piper","reason":"Executive sponsor left; low login activity"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"3","name":"Massive Dynamic","reason":"Open support tickets unresolved for 21 days"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"4","name":"Gekko Capital","reason":"Renewal in 30 days, no engagement from champion"}}
+
+{"op":"add","path":"/elements/payments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["payments-title","payments-list"]}}
+{"op":"add","path":"/elements/payments-title","value":{"type":"Heading","props":{"text":"Failed Payments","level":"h4"}}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-row"]}}
+{"op":"add","path":"/elements/payment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["payment-info","payment-retry"]}}
+{"op":"add","path":"/elements/payment-info","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** — ${amount} · ${reason}"},"size":"small"}}}
+{"op":"add","path":"/elements/payment-retry","value":{"type":"Button","props":{"label":"Retry","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRetry","value":{"$item":"customer"}}}}}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"1","customer":"Globex Inc","amount":"$19,600","reason":"Card expired"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"2","customer":"Wonka Foods","amount":"$6,800","reason":"Insufficient funds"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"3","customer":"Soylent LLC","amount":"$8,400","reason":"Bank declined"}}
+{"op":"add","path":"/state/lastRetry","value":""}
+
+{"op":"add","path":"/elements/features-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["features-title","features-chart"]}}
+{"op":"add","path":"/elements/features-title","value":{"type":"Heading","props":{"text":"Adoption — Three Newest Features","level":"h4"}}}
+{"op":"add","path":"/elements/features-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Smart Insights","Bulk Actions","API v2 Webhooks"],"series":["features-series"],"xLabel":"% of accounts using"},"children":["features-series"]}}
+{"op":"add","path":"/elements/features-series","value":{"type":"Series","props":{"category":"Adoption %","values":[64,41,28]}}}
+
+{"op":"add","path":"/elements/invite-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["invite-title","invite-form"]}}
+{"op":"add","path":"/elements/invite-title","value":{"type":"Heading","props":{"text":"Invite Another Admin","level":"h4"}}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","fields":["invite-email-fc","invite-role-fc"],"buttons":"invite-buttons"},"children":["invite-email-fc","invite-role-fc","invite-buttons"]}}
+{"op":"add","path":"/elements/invite-email-fc","value":{"type":"FormControl","props":{"label":"Admin email","input":"invite-email-input","hint":"They'll receive an invitation link."},"children":["invite-email-input"]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"name@company.com","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-role-fc","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"},"children":["invite-role-select"]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"inviteRole","value":{"$bindState":"/inviteRole"},"items":["role-1","role-2","role-3"]},"children":["role-1","role-2","role-3"]}}
+{"op":"add","path":"/elements/role-1","value":{"type":"SelectItem","props":{"value":"owner","label":"Owner"}}}
+{"op":"add","path":"/elements/role-2","value":{"type":"SelectItem","props":{"value":"admin","label":"Admin"}}}
+{"op":"add","path":"/elements/role-3","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"}}}
+{"op":"add","path":"/state/inviteRole","value":"admin"}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-send-btn"]},"children":["invite-send-btn"]}}
+{"op":"add","path":"/elements/invite-send-btn","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/pendingInvites","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":{"$state":"/inviteRole"}},"clearStatePath":"/inviteEmail"}}}}}
+{"op":"add","path":"/state/pendingInvites","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..87dc37822
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,89 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","adoption-nps-row","charts-row","top-customers","at-risk","failed-payments","seat-util","invite-admin"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","period-select"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"SaaS company performance at a glance"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","items":["opt-30","opt-90","opt-qtr","opt-year"],"placeholder":"Reporting period","value":{"$bindState":"/reportingPeriod"},"size":"medium"}}}
+{"op":"add","path":"/elements/opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"}}}
+{"op":"add","path":"/elements/opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"}}}
+{"op":"add","path":"/elements/opt-qtr","value":{"type":"SelectItem","props":{"value":"qtr","label":"This quarter"}}}
+{"op":"add","path":"/elements/opt-year","value":{"type":"SelectItem","props":{"value":"year","label":"This year"}}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-signups"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-tag"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/mrr}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-mrr-tag","value":{"type":"Tag","props":{"text":"+8.2% MoM","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"148,200","arr":"1,778,400","churn":"2.1","signups":"612","nps":52}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-tag"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/arr}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-arr-tag","value":{"type":"Tag","props":{"text":"+11.4% YoY","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-tag"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/churn}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-churn-tag","value":{"type":"Tag","props":{"text":"-0.3% vs last month","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-signups","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-signups-label","kpi-signups-value","kpi-signups-tag"]}}
+{"op":"add","path":"/elements/kpi-signups-label","value":{"type":"TextContent","props":{"text":"New Signups (90d)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-signups-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/signups}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-signups-tag","value":{"type":"Tag","props":{"text":"Past 90 days","variant":"info","size":"sm"}}}
+{"op":"add","path":"/elements/adoption-nps-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["adoption-card","nps-card"]}}
+{"op":"add","path":"/elements/adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoption-head","adoption-f1","adoption-f2","adoption-f3"]}}
+{"op":"add","path":"/elements/adoption-head","value":{"type":"CardHeader","props":{"title":"New Feature Adoption","subtitle":"Three newest features"}}}
+{"op":"add","path":"/elements/adoption-f1","value":{"type":"Progress","props":{"value":68,"label":"AI Insights — 68%"}}}
+{"op":"add","path":"/elements/adoption-f2","value":{"type":"Progress","props":{"value":41,"label":"Bulk Export — 41%"}}}
+{"op":"add","path":"/elements/adoption-f3","value":{"type":"Progress","props":{"value":23,"label":"Custom Dashboards — 23%"}}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"center","justify":"center"},"children":["nps-head","nps-value","nps-tag"]}}
+{"op":"add","path":"/elements/nps-head","value":{"type":"CardHeader","props":{"title":"Current NPS"}}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/nps}"},"level":"h1"}}}
+{"op":"add","path":"/elements/nps-tag","value":{"type":"Tag","props":{"text":"Great","variant":"success","size":"md"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["plan-split-card","signups-trend-card"]}}
+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plan-split-head","plan-pie"]}}
+{"op":"add","path":"/elements/plan-split-head","value":{"type":"CardHeader","props":{"title":"Customers by Plan"}}}
+{"op":"add","path":"/elements/plan-pie","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[420,310,180,64],"variant":"donut"}}}
+{"op":"add","path":"/elements/signups-trend-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-trend-head","signups-line"]}}
+{"op":"add","path":"/elements/signups-trend-head","value":{"type":"CardHeader","props":{"title":"New Signups Trend","subtitle":"Past 90 days"}}}
+{"op":"add","path":"/elements/signups-line","value":{"type":"LineChart","props":{"labels":["Day 1","Day 15","Day 30","Day 45","Day 60","Day 75","Day 90"],"series":["signups-series"],"variant":"natural","xLabel":"Days","yLabel":"Signups"}}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[42,58,71,66,84,97,112]}}}
+{"op":"add","path":"/elements/top-customers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-customers-head","top-customers-table"]}}
+{"op":"add","path":"/elements/top-customers-head","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"By annual spend"}}}
+{"op":"add","path":"/elements/top-customers-table","value":{"type":"Table","props":{"columns":["col-cust-name","col-cust-seats","col-cust-spend"]}}}
+{"op":"add","path":"/elements/col-cust-name","value":{"type":"Col","props":{"label":"Customer","type":"string","data":["Acme Corp","Globex","Initech","Umbrella Co","Soylent","Hooli","Stark Industries","Wayne Enterprises","Wonka","Cyberdyne"]}}}
+{"op":"add","path":"/elements/col-cust-seats","value":{"type":"Col","props":{"label":"Seats","type":"number","data":[420,380,310,290,255,240,210,190,175,160]}}}
+{"op":"add","path":"/elements/col-cust-spend","value":{"type":"Col","props":{"label":"Annual Spend ($)","type":"number","data":[189000,171000,139500,130500,114750,108000,94500,85500,78750,72000]}}}
+{"op":"add","path":"/elements/at-risk","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["at-risk-head","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-head","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Reason for each"}}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/atRisk","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"reason"}}}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"1","name":"Initech","reason":"Usage down 45% over last 30 days"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"2","name":"Soylent","reason":"Support tickets escalated, no exec sponsor"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"3","name":"Hooli","reason":"Renewal in 21 days, contract not signed"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"4","name":"Wonka","reason":"Champion left the company"}}
+{"op":"add","path":"/elements/failed-payments","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["failed-head","failed-list"]}}
+{"op":"add","path":"/elements/failed-head","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry to recover revenue"}}}
+{"op":"add","path":"/elements/failed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-row"]}}
+{"op":"add","path":"/elements/failed-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["failed-info","failed-retry"]}}
+{"op":"add","path":"/elements/failed-info","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** — $${amount} — ${status}"}}}
+{"op":"add","path":"/elements/failed-retry","value":{"type":"Button","props":{"label":"Retry","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRetry","value":{"$item":"customer"}}}}}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"1","customer":"Globex","amount":"1,420","status":"Card declined"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"2","customer":"Umbrella Co","amount":"980","status":"Insufficient funds"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"3","customer":"Cyberdyne","amount":"640","status":"Expired card"}}
+{"op":"add","path":"/state/lastRetry","value":""}
+{"op":"add","path":"/elements/seat-util","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["seat-util-head","seat-util-progress","seat-util-note"]}}
+{"op":"add","path":"/elements/seat-util-head","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Company-wide"}}}
+{"op":"add","path":"/elements/seat-util-progress","value":{"type":"Progress","props":{"value":78,"label":"6,240 of 8,000 seats active — 78%"}}}
+{"op":"add","path":"/elements/seat-util-note","value":{"type":"TextContent","props":{"text":"1,760 seats unused. Consider a right-sizing outreach.","size":"small"}}}
+{"op":"add","path":"/elements/invite-admin","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["invite-head","invite-form"]}}
+{"op":"add","path":"/elements/invite-head","value":{"type":"CardHeader","props":{"title":"Invite an Admin","subtitle":"Grant another admin access to this dashboard"}}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteForm","fields":["invite-email-control","invite-role-control"],"buttons":["invite-submit"]}}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email-input","hint":"They'll receive an invitation link"}}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/invite/email"}}}}
+{"op":"add","path":"/state/invite","value":{"email":"","role":""}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"}}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"inviteRole","items":["role-admin","role-billing","role-viewer"],"placeholder":"Select role","value":{"$bindState":"/invite/role"}}}}
+{"op":"add","path":"/elements/role-admin","value":{"type":"SelectItem","props":{"value":"admin","label":"Full Admin"}}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"}}}
+{"op":"add","path":"/elements/role-viewer","value":{"type":"SelectItem","props":{"value":"viewer","label":"Read-only"}}}
+{"op":"add","path":"/elements/invite-submit","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/invitedAdmins","value":{"id":"$id","email":{"$state":"/invite/email"},"role":{"$state":"/invite/role"}},"clearStatePath":"/invite/email"}}}}}
+{"op":"add","path":"/state/invitedAdmins","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..73d30480d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","period-row","kpis","charts-row","plan-split","top-customers","risk-failed-row","features-nps","seat-invite"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"Company-wide SaaS performance dashboard"}}}
+{"op":"add","path":"/elements/period-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","justify":"between"},"children":["period-control","invite-quick"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select","hint":"Metrics update to the selected range"}}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","items":["opt-7","opt-30","opt-90","opt-qtr","opt-year"],"value":{"$bindState":"/reportingPeriod"},"size":"medium"}}}
+{"op":"add","path":"/elements/opt-7","value":{"type":"SelectItem","props":{"value":"7d","label":"Last 7 days"}}}
+{"op":"add","path":"/elements/opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"}}}
+{"op":"add","path":"/elements/opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"}}}
+{"op":"add","path":"/elements/opt-qtr","value":{"type":"SelectItem","props":{"value":"qtr","label":"This quarter"}}}
+{"op":"add","path":"/elements/opt-year","value":{"type":"SelectItem","props":{"value":"year","label":"This year"}}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-quick","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite a new admin","description":"Send an invitation to grant admin access.","content":["invite-form-email","invite-form-role","invite-send-btn"],"triggerVariant":"default"}}}
+{"op":"add","path":"/elements/invite-form-email","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email-input","hint":"They'll receive an email invitation"}}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-form-role","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"}}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"inviteRole","items":["role-admin","role-billing","role-viewer"],"value":{"$bindState":"/inviteRole"}}}}
+{"op":"add","path":"/elements/role-admin","value":{"type":"SelectItem","props":{"value":"admin","label":"Full Admin"}}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"}}}
+{"op":"add","path":"/elements/role-viewer","value":{"type":"SelectItem","props":{"value":"viewer","label":"Read-only"}}}
+{"op":"add","path":"/state/inviteRole","value":"admin"}
+{"op":"add","path":"/elements/invite-send-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/pendingInvites","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":{"$state":"/inviteRole"}},"clearStatePath":"/inviteEmail"}}}}}
+{"op":"add","path":"/state/pendingInvites","value":[]}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-tag"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/mrr}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-mrr-tag","value":{"type":"Tag","props":{"text":"+6.2% MoM","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"248,500","arr":"2,982,000","churn":"1.8","nps":"52"}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-tag"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/arr}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-arr-tag","value":{"type":"Tag","props":{"text":"+18% YoY","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-tag"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"}}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/churn}%"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-churn-tag","value":{"type":"Tag","props":{"text":"-0.3% vs last","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-value","kpi-nps-tag"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"}}}
+{"op":"add","path":"/elements/kpi-nps-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/nps}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-nps-tag","value":{"type":"Tag","props":{"text":"Great","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"Heading","props":{"text":"New Signups (Past 90 Days)","level":"h3"}}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["Days 1-15","Days 16-30","Days 31-45","Days 46-60","Days 61-75","Days 76-90"],"series":["signups-series"],"variant":"natural","xLabel":"Period","yLabel":"Signups"}}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"New Signups","values":[142,168,155,189,201,224]}}}
+{"op":"add","path":"/elements/plan-split","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["plan-header","plan-body"]}}
+{"op":"add","path":"/elements/plan-header","value":{"type":"Heading","props":{"text":"Customers by Plan","level":"h3"}}}
+{"op":"add","path":"/elements/plan-body","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"center"},"children":["plan-pie","plan-tags"]}}
+{"op":"add","path":"/elements/plan-pie","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[820,540,310,95],"variant":"donut"}}}
+{"op":"add","path":"/elements/plan-tags","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["plan-t1","plan-t2","plan-t3","plan-t4"]}}
+{"op":"add","path":"/elements/plan-t1","value":{"type":"Tag","props":{"text":"Starter — 820","variant":"neutral","size":"md"}}}
+{"op":"add","path":"/elements/plan-t2","value":{"type":"Tag","props":{"text":"Growth — 540","variant":"info","size":"md"}}}
+{"op":"add","path":"/elements/plan-t3","value":{"type":"Tag","props":{"text":"Business — 310","variant":"warning","size":"md"}}}
+{"op":"add","path":"/elements/plan-t4","value":{"type":"Tag","props":{"text":"Enterprise — 95","variant":"success","size":"md"}}}
+{"op":"add","path":"/elements/top-customers","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-header","top-table"]}}
+{"op":"add","path":"/elements/top-header","value":{"type":"Heading","props":{"text":"Top 10 Customers","level":"h3"}}}
+{"op":"add","path":"/elements/top-table","value":{"type":"Table","props":{"columns":["col-cust","col-seats","col-spend"]}}}
+{"op":"add","path":"/elements/col-cust","value":{"type":"Col","props":{"label":"Customer","type":"string","data":["Acme Corp","Globex","Initech","Umbrella Co","Hooli","Stark Ind","Wayne Ent","Wonka LLC","Cyberdyne","Soylent"]}}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Seats","type":"number","data":[1200,980,860,720,690,610,540,480,410,360]}}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Annual Spend ($)","type":"number","data":[288000,235000,206000,172000,165000,146000,129000,115000,98000,86000]}}}
+{"op":"add","path":"/elements/risk-failed-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["risk-section","failed-section"]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"Heading","props":{"text":"Accounts at Risk","level":"h3"}}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Alert","props":{"title":{"$item":"name"},"description":{"$item":"reason"},"variant":"warning"}}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"r1","name":"Vandelay Industries","reason":"Usage down 45% over 30 days; renewal in 21 days"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"r2","name":"Pied Piper","reason":"Executive sponsor left; no logins in 14 days"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"r3","name":"Massive Dynamic","reason":"Two support escalations unresolved; low NPS response"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"r4","name":"Gringotts","reason":"Downgraded from Business; seat count dropping"}}
+{"op":"add","path":"/elements/failed-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["failed-header","failed-list"]}}
+{"op":"add","path":"/elements/failed-header","value":{"type":"Heading","props":{"text":"Failed Payments","level":"h3"}}}
+{"op":"add","path":"/elements/failed-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-item"]}}
+{"op":"add","path":"/elements/failed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["failed-info","failed-retry"]}}
+{"op":"add","path":"/elements/failed-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["failed-name","failed-amount"]}}
+{"op":"add","path":"/elements/failed-name","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** — ${reason}"}}}}
+{"op":"add","path":"/elements/failed-amount","value":{"type":"TextContent","props":{"text":{"$template":"Amount: $${amount} • ${date}"},"size":"small"}}}
+{"op":"add","path":"/elements/failed-retry","value":{"type":"Button","props":{"label":"Retry","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/failedPayments","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"f1","customer":"Initech","amount":"17,200","reason":"Card expired","date":"Feb 12"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"f2","customer":"Hooli","amount":"13,750","reason":"Insufficient funds","date":"Feb 14"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"f3","customer":"Soylent","amount":"7,150","reason":"Bank declined","date":"Feb 15"}}
+{"op":"add","path":"/elements/features-nps","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["feat-header","feat-a","feat-b","feat-c"]}}
+{"op":"add","path":"/elements/feat-header","value":{"type":"Heading","props":{"text":"Adoption — 3 Newest Features","level":"h3"}}}
+{"op":"add","path":"/elements/feat-a","value":{"type":"Progress","props":{"value":68,"label":"AI Insights — 68% adopted"}}}
+{"op":"add","path":"/elements/feat-b","value":{"type":"Progress","props":{"value":41,"label":"Bulk Export — 41% adopted"}}}
+{"op":"add","path":"/elements/feat-c","value":{"type":"Progress","props":{"value":23,"label":"Custom Roles — 23% adopted"}}}
+{"op":"add","path":"/elements/seat-invite","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["seat-header","seat-util","seat-detail","invite-panel"]}}
+{"op":"add","path":"/elements/seat-header","value":{"type":"Heading","props":{"text":"Seat Utilization","level":"h3"}}}
+{"op":"add","path":"/elements/seat-util","value":{"type":"Progress","props":{"value":78,"label":"Company-wide: 9,750 of 12,500 seats active (78%)"}}}
+{"op":"add","path":"/elements/seat-detail","value":{"type":"TextContent","props":{"text":"2,750 seats provisioned but inactive across all accounts.","size":"small"}}}
+{"op":"add","path":"/elements/invite-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["invite-panel-header","invite-panel-form","pending-header","pending-list"]}}
+{"op":"add","path":"/elements/invite-panel-header","value":{"type":"Heading","props":{"text":"Invite Another Admin","level":"h4"}}}
+{"op":"add","path":"/elements/invite-panel-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["panel-email-ctl","panel-role-ctl","panel-send"]}}
+{"op":"add","path":"/elements/panel-email-ctl","value":{"type":"FormControl","props":{"label":"Email","input":"panel-email-input"}}}
+{"op":"add","path":"/elements/panel-email-input","value":{"type":"Input","props":{"name":"panelEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}}}}
+{"op":"add","path":"/elements/panel-role-ctl","value":{"type":"FormControl","props":{"label":"Role","input":"panel-role-select"}}}
+{"op":"add","path":"/elements/panel-role-select","value":{"type":"Select","props":{"name":"panelRole","items":["role-admin","role-billing","role-viewer"],"value":{"$bindState":"/inviteRole"}}}}
+{"op":"add","path":"/elements/panel-send","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/pendingInvites","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":{"$state":"/inviteRole"}},"clearStatePath":"/inviteEmail"}}}}}
+{"op":"add","path":"/elements/pending-header","value":{"type":"TextContent","props":{"text":"Pending Invitations","size":"small-heavy"}}}
+{"op":"add","path":"/elements/pending-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/pendingInvites","key":"id"},"children":["pending-item"]}}
+{"op":"add","path":"/elements/pending-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between"},"children":["pending-text","pending-remove"]}}
+{"op":"add","path":"/elements/pending-text","value":{"type":"TextContent","props":{"text":{"$template":"${email} • ${role}"}}}}
+{"op":"add","path":"/elements/pending-remove","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","size":"extra-small","type":"destructive"},"on":{"press":{"action":"removeState","params":{"statePath":"/pendingInvites","index":{"$index":true}}}}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..1a4c5759c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,103 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","period-row","kpi-row","charts-row","tables-row","risk-row","features-nps-row","invite-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Admin Overview","subtitle":"SaaS performance dashboard"},"children":[]}}
+{"op":"add","path":"/elements/period-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","justify":"between"},"children":["period-control","invite-quick"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"},"children":["period-select"]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","items":["opt-30","opt-90","opt-qtr","opt-year"],"value":{"$bindState":"/period"},"size":"medium"},"children":["opt-30","opt-90","opt-qtr","opt-year"]}}
+{"op":"add","path":"/elements/opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/opt-qtr","value":{"type":"SelectItem","props":{"value":"qtr","label":"This quarter"},"children":[]}}
+{"op":"add","path":"/elements/opt-year","value":{"type":"SelectItem","props":{"value":"year","label":"This year"},"children":[]}}
+{"op":"add","path":"/state/period","value":"90d"}
+{"op":"add","path":"/elements/invite-quick","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite another admin","description":"Send an invitation to grant admin access.","content":["invite-form"],"triggerVariant":"default"},"children":["invite-form"]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-buttons","fields":["invite-email-fc","invite-role-fc"]},"children":["invite-email-fc","invite-role-fc","invite-buttons"]}}
+{"op":"add","path":"/elements/invite-email-fc","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email","hint":"They'll receive an email invitation."},"children":["invite-email"]}}
+{"op":"add","path":"/elements/invite-email","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-role-fc","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role"},"children":["invite-role"]}}
+{"op":"add","path":"/elements/invite-role","value":{"type":"Select","props":{"name":"inviteRole","items":["role-admin","role-billing","role-owner"],"value":{"$bindState":"/inviteRole"}},"children":["role-admin","role-billing","role-owner"]}}
+{"op":"add","path":"/elements/role-admin","value":{"type":"SelectItem","props":{"value":"admin","label":"Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing","label":"Billing Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-owner","value":{"type":"SelectItem","props":{"value":"owner","label":"Owner"},"children":[]}}
+{"op":"add","path":"/state/inviteRole","value":"admin"}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-send"],"direction":"row"},"children":["invite-send"]}}
+{"op":"add","path":"/elements/invite-send","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/invitedAdmins","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":{"$state":"/inviteRole"}},"clearStatePath":"/inviteEmail"}}},"children":[]}}
+{"op":"add","path":"/state/invitedAdmins","value":[]}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-val","kpi-mrr-tag"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-tag","value":{"type":"Tag","props":{"text":"+6.2% MoM","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"$248,500","arr":"$2,982,000","churn":"2.1%","nps":52,"seatUtil":78}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-val","kpi-arr-tag"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-tag","value":{"type":"Tag","props":{"text":"+11.8% YoY","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-val","kpi-churn-tag"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/churn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-tag","value":{"type":"Tag","props":{"text":"+0.3% vs last","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-val","kpi-nps-tag"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-val","value":{"type":"Heading","props":{"text":{"$state":"/metrics/nps"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-tag","value":{"type":"Tag","props":{"text":"Good","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["signups-card","plan-card","seat-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["signups-head","signups-chart"]}}
+{"op":"add","path":"/elements/signups-head","value":{"type":"Heading","props":{"text":"New Signups (Past 90 Days)","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"LineChart","props":{"labels":["Days 1-15","16-30","31-45","46-60","61-75","76-90"],"series":["signups-series"],"variant":"natural","xLabel":"Period","yLabel":"Signups"},"children":["signups-series"]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"Signups","values":[120,145,138,167,182,205]},"children":[]}}
+{"op":"add","path":"/elements/plan-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plan-head","plan-chart"]}}
+{"op":"add","path":"/elements/plan-head","value":{"type":"Heading","props":{"text":"Customers by Plan","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/plan-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[420,310,180,64],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/seat-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["seat-head","seat-progress","seat-note"]}}
+{"op":"add","path":"/elements/seat-head","value":{"type":"Heading","props":{"text":"Seat Utilization","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/seat-progress","value":{"type":"Progress","props":{"value":78,"label":"Company-wide seat usage"},"children":[]}}
+{"op":"add","path":"/elements/seat-note","value":{"type":"TextContent","props":{"text":"7,020 of 9,000 licensed seats active","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-head","top-table"]}}
+{"op":"add","path":"/elements/top-head","value":{"type":"Heading","props":{"text":"Top 10 Customers","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/top-table","value":{"type":"Table","props":{"columns":["col-cust","col-seats","col-spend"]},"children":["col-cust","col-seats","col-spend"]}}
+{"op":"add","path":"/elements/col-cust","value":{"type":"Col","props":{"label":"Customer","type":"string","data":["Acme Corp","Globex","Initech","Umbrella Co","Hooli","Stark Ind","Wayne Ent","Cyberdyne","Massive Dynamic","Soylent"]},"children":[]}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Seats","type":"number","data":[820,640,590,510,470,430,395,360,340,310]},"children":[]}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Annual Spend","type":"string","data":["$196,800","$153,600","$141,600","$122,400","$112,800","$103,200","$94,800","$86,400","$81,600","$74,400"]},"children":[]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["atrisk-card","failed-card"]}}
+{"op":"add","path":"/elements/atrisk-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["atrisk-head","atrisk-list"]}}
+{"op":"add","path":"/elements/atrisk-head","value":{"type":"Heading","props":{"text":"Accounts at Risk","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/atrisk-list","value":{"type":"ListBlock","props":{"items":["atrisk-item"]},"repeat":{"statePath":"/atRisk","key":"id"},"children":["atrisk-item"]}}
+{"op":"add","path":"/elements/atrisk-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"reason"}},"children":[]}}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"r1","name":"Umbrella Co","reason":"Usage down 40% over 60 days"}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"r2","name":"Hooli","reason":"Executive sponsor left; no renewal contact"}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"r3","name":"Soylent","reason":"3 open support tickets, low NPS response"}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"r4","name":"Cyberdyne","reason":"Contract expires in 21 days, no engagement"}}
+{"op":"add","path":"/elements/failed-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["failed-head","failed-list"]}}
+{"op":"add","path":"/elements/failed-head","value":{"type":"Heading","props":{"text":"Failed Payments","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/failed-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-item"]}}
+{"op":"add","path":"/elements/failed-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["failed-info","failed-retry"]}}
+{"op":"add","path":"/elements/failed-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["failed-name","failed-amt"]}}
+{"op":"add","path":"/elements/failed-name","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/failed-amt","value":{"type":"TextContent","props":{"text":{"$template":"${amount} — ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/failed-retry","value":{"type":"Button","props":{"label":"Retry","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/failedPayments/0/status","value":"retrying"}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"f1","customer":"Initech","amount":"$11,800","reason":"card expired","status":"failed"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"f2","customer":"Globex","amount":"$12,800","reason":"insufficient funds","status":"failed"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"f3","customer":"Wayne Ent","amount":"$7,900","reason":"bank declined","status":"failed"}}
+{"op":"add","path":"/elements/features-nps-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["features-card","nps-card"]}}
+{"op":"add","path":"/elements/features-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["features-head","feat-1","feat-2","feat-3"]}}
+{"op":"add","path":"/elements/features-head","value":{"type":"Heading","props":{"text":"Adoption of Newest Features","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/feat-1","value":{"type":"Progress","props":{"value":64,"label":"AI Insights (64%)"},"children":[]}}
+{"op":"add","path":"/elements/feat-2","value":{"type":"Progress","props":{"value":41,"label":"Team Workspaces (41%)"},"children":[]}}
+{"op":"add","path":"/elements/feat-3","value":{"type":"Progress","props":{"value":23,"label":"Automations (23%)"},"children":[]}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["nps-head","nps-gauge","nps-detail"]}}
+{"op":"add","path":"/elements/nps-head","value":{"type":"Heading","props":{"text":"Net Promoter Score","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/nps-gauge","value":{"type":"RadialChart","props":{"labels":["Promoters","Passives","Detractors"],"values":[62,28,10]},"children":[]}}
+{"op":"add","path":"/elements/nps-detail","value":{"type":"TextContent","props":{"text":"**NPS 52** · 62% promoters, 10% detractors","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invite-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["invite-row-head","invited-list","invite-drawer"]}}
+{"op":"add","path":"/elements/invite-row-head","value":{"type":"Heading","props":{"text":"Admin Invitations","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/invited-list","value":{"type":"ListBlock","props":{"items":["invited-item"]},"repeat":{"statePath":"/invitedAdmins","key":"id"},"children":["invited-item"]}}
+{"op":"add","path":"/elements/invited-item","value":{"type":"ListItem","props":{"title":{"$item":"email"},"subtitle":{"$item":"role"}},"children":[]}}
+{"op":"add","path":"/elements/invite-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Invite Another Admin","title":"Invite Admin","description":"Grant another teammate admin access.","content":["invite-form2"]},"children":["invite-form2"]}}
+{"op":"add","path":"/elements/invite-form2","value":{"type":"Form","props":{"name":"inviteAdmin2","buttons":"invite-buttons2","fields":["invite-email-fc2"]},"children":["invite-email-fc2","invite-buttons2"]}}
+{"op":"add","path":"/elements/invite-email-fc2","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email2"},"children":["invite-email2"]}}
+{"op":"add","path":"/elements/invite-email2","value":{"type":"Input","props":{"name":"inviteEmail2","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/elements/invite-buttons2","value":{"type":"Buttons","props":{"buttons":["invite-send2"]},"children":["invite-send2"]}}
+{"op":"add","path":"/elements/invite-send2","value":{"type":"Button","props":{"label":"Send Invite","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/invitedAdmins","value":{"id":"$id","email":{"$state":"/inviteEmail"},"role":"admin"},"clearStatePath":"/inviteEmail"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..15d8899cd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r1.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","top-metrics","charts-row","incidents-section","emergency-parking","events-reports","backlog-roadworks-maintenance"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title","weather-tag"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"City Operations Center","level":"h1"}}}
+{"op":"add","path":"/elements/weather-tag","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["weather-heading","weather-text"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"text":"Current Weather","level":"h4"}}}
+{"op":"add","path":"/elements/weather-text","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/condition} • ${/weather/temp}°C • Wind ${/weather/wind} km/h • Humidity ${/weather/humidity}%"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/weather","value":{"condition":"Partly Cloudy","temp":19,"wind":14,"humidity":58}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","wrap":true,"align":"end"},"children":["district-focus","dispatch-dialog","alert-drawer"]}}
+{"op":"add","path":"/elements/district-focus","value":{"type":"FormControl","props":{"label":"Focus District","input":"district-select","hint":"Filter dashboards to one district"}}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"All Districts","value":{"$bindState":"/focusDistrict"},"items":["opt-all","opt-downtown","opt-north","opt-east","opt-west","opt-harbor"]}}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Districts"}}}
+{"op":"add","path":"/elements/opt-downtown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown"}}}
+{"op":"add","path":"/elements/opt-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/opt-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/opt-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/elements/opt-harbor","value":{"type":"SelectItem","props":{"value":"harbor","label":"Harbor"}}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+
+{"op":"add","path":"/elements/dispatch-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch Crew","title":"Dispatch a Crew","description":"Assign a crew to an incident location.","triggerVariant":"default","content":["dispatch-form"]}}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dispatch-crew-fc","dispatch-loc-fc","dispatch-btn"]}}
+{"op":"add","path":"/elements/dispatch-crew-fc","value":{"type":"FormControl","props":{"label":"Crew","input":"dispatch-crew-select"}}}
+{"op":"add","path":"/elements/dispatch-crew-select","value":{"type":"Select","props":{"name":"crew","placeholder":"Select crew","value":{"$bindState":"/dispatch/crew"},"items":["crew-a","crew-b","crew-c"]}}}
+{"op":"add","path":"/elements/crew-a","value":{"type":"SelectItem","props":{"value":"Crew Alpha","label":"Crew Alpha"}}}
+{"op":"add","path":"/elements/crew-b","value":{"type":"SelectItem","props":{"value":"Crew Bravo","label":"Crew Bravo"}}}
+{"op":"add","path":"/elements/crew-c","value":{"type":"SelectItem","props":{"value":"Crew Charlie","label":"Crew Charlie"}}}
+{"op":"add","path":"/elements/dispatch-loc-fc","value":{"type":"FormControl","props":{"label":"Location","input":"dispatch-loc-input"}}}
+{"op":"add","path":"/elements/dispatch-loc-input","value":{"type":"Input","props":{"name":"loc","placeholder":"e.g. 5th & Main","value":{"$bindState":"/dispatch/location"}}}}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"Confirm Dispatch","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/emergencyVehicles","value":{"id":"$id","unit":{"$state":"/dispatch/crew"},"location":{"$state":"/dispatch/location"},"status":"En Route"},"clearStatePath":"/dispatch/location"}}}}}
+{"op":"add","path":"/state/dispatch","value":{"crew":"Crew Alpha","location":""}}
+
+{"op":"add","path":"/elements/alert-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Send Public Alert","title":"Send Public Alert","description":"Broadcast a message to citizens.","content":["alert-form"]}}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-sev-fc","alert-msg-fc","alert-btn","alert-callout"]}}
+{"op":"add","path":"/elements/alert-sev-fc","value":{"type":"FormControl","props":{"label":"Severity","input":"alert-sev-select"}}}
+{"op":"add","path":"/elements/alert-sev-select","value":{"type":"Select","props":{"name":"sev","value":{"$bindState":"/alert/severity"},"items":["asev-info","asev-warn","asev-emerg"]}}}
+{"op":"add","path":"/elements/asev-info","value":{"type":"SelectItem","props":{"value":"Info","label":"Info"}}}
+{"op":"add","path":"/elements/asev-warn","value":{"type":"SelectItem","props":{"value":"Warning","label":"Warning"}}}
+{"op":"add","path":"/elements/asev-emerg","value":{"type":"SelectItem","props":{"value":"Emergency","label":"Emergency"}}}
+{"op":"add","path":"/elements/alert-msg-fc","value":{"type":"FormControl","props":{"label":"Message","input":"alert-msg-input"}}}
+{"op":"add","path":"/elements/alert-msg-input","value":{"type":"TextArea","props":{"name":"msg","placeholder":"Type the alert message...","rows":4,"value":{"$bindState":"/alert/message"}}}}
+{"op":"add","path":"/elements/alert-btn","value":{"type":"Button","props":{"label":"Broadcast Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/alert/sent","value":true}}}}}
+{"op":"add","path":"/elements/alert-callout","value":{"type":"Callout","props":{"variant":"success","title":"Alert Sent","description":"Your public alert has been broadcast."},"visible":{"$state":"/alert/sent"}}}
+{"op":"add","path":"/state/alert","value":{"severity":"Info","message":"","sent":false}}
+
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["congestion-card","punctuality-card","water-card"]}}
+{"op":"add","path":"/elements/congestion-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["congestion-header","congestion-progress","congestion-tag"]}}
+{"op":"add","path":"/elements/congestion-header","value":{"type":"CardHeader","props":{"title":"Congestion Now","subtitle":"City-wide traffic load"}}}
+{"op":"add","path":"/elements/congestion-progress","value":{"type":"Progress","props":{"value":72,"label":"72% congested"}}}
+{"op":"add","path":"/elements/congestion-tag","value":{"type":"Tag","props":{"text":"Heavy on I-90 & Downtown","variant":"danger","size":"md"}}}
+
+{"op":"add","path":"/elements/punctuality-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["punctuality-header","punctuality-progress","punctuality-tag"]}}
+{"op":"add","path":"/elements/punctuality-header","value":{"type":"CardHeader","props":{"title":"Transit Punctuality","subtitle":"On-time performance"}}}
+{"op":"add","path":"/elements/punctuality-progress","value":{"type":"Progress","props":{"value":88,"label":"88% on time"}}}
+{"op":"add","path":"/elements/punctuality-tag","value":{"type":"Tag","props":{"text":"Bus 42 delayed 8 min","variant":"warning","size":"md"}}}
+
+{"op":"add","path":"/elements/water-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["water-header","water-progress","water-tag"]}}
+{"op":"add","path":"/elements/water-header","value":{"type":"CardHeader","props":{"title":"Water Use Today","subtitle":"of daily capacity"}}}
+{"op":"add","path":"/elements/water-progress","value":{"type":"Progress","props":{"value":64,"label":"3.2M / 5.0M gallons"}}}
+{"op":"add","path":"/elements/water-tag","value":{"type":"Tag","props":{"text":"Normal demand","variant":"success","size":"md"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["aqi-card","energy-card"]}}
+{"op":"add","path":"/elements/aqi-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["aqi-header","aqi-chart"]}}
+{"op":"add","path":"/elements/aqi-header","value":{"type":"CardHeader","props":{"title":"Air Quality by District","subtitle":"AQI index"}}}
+{"op":"add","path":"/elements/aqi-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Downtown","North","East","West","Harbor"],"series":["aqi-series"],"xLabel":"AQI","yLabel":"District"}}}
+{"op":"add","path":"/elements/aqi-series","value":{"type":"Series","props":{"category":"AQI","values":[86,42,58,49,73]}}}
+
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["energy-header","energy-chart"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy Use - Past Week","subtitle":"MWh per day"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"variant":"natural","xLabel":"Day","yLabel":"MWh"}}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy","values":[820,910,875,940,1020,760,700]}}}
+
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open Incidents","subtitle":"Location & severity"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["incident-info","incident-sev"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** — ${location}"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"},"size":"md"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","type":"Building Fire","location":"128 Elm St, Downtown","severity":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","type":"Water Main Break","location":"Harbor Ave & 3rd","severity":"High","variant":"warning"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"i3","type":"Traffic Collision","location":"I-90 Exit 12, East","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","type":"Power Outage","location":"North Grid Sector 7","severity":"Low","variant":"info"}}
+
+{"op":"add","path":"/elements/emergency-parking","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["emergency-card","parking-card"]}}
+{"op":"add","path":"/elements/emergency-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["emergency-header","emergency-list"]}}
+{"op":"add","path":"/elements/emergency-header","value":{"type":"CardHeader","props":{"title":"Emergency Vehicle Deployment","subtitle":"Active units"}}}
+{"op":"add","path":"/elements/emergency-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/emergencyVehicles","key":"id"},"children":["emergency-row"]}}
+{"op":"add","path":"/elements/emergency-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["emergency-unit","emergency-status"]}}
+{"op":"add","path":"/elements/emergency-unit","value":{"type":"TextContent","props":{"text":{"$template":"**${unit}** — ${location}"}}}
+{"op":"add","path":"/elements/emergency-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/emergencyVehicles","value":[]}
+{"op":"add","path":"/state/emergencyVehicles/0","value":{"id":"e1","unit":"Engine 7","location":"128 Elm St, Downtown","status":"On Scene"}}
+{"op":"add","path":"/state/emergencyVehicles/1","value":{"id":"e2","unit":"Ambulance 3","location":"I-90 Exit 12, East","status":"En Route"}}
+{"op":"add","path":"/state/emergencyVehicles/2","value":{"id":"e3","unit":"Police Unit 14","location":"Harbor Ave & 3rd","status":"On Scene"}}
+
+{"op":"add","path":"/elements/parking-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["parking-header","parking-chart"]}}
+{"op":"add","path":"/elements/parking-header","value":{"type":"CardHeader","props":{"title":"Parking Availability — Downtown","subtitle":"Free spaces by lot"}}}
+{"op":"add","path":"/elements/parking-chart","value":{"type":"BarChart","props":{"labels":["Main St Garage","Civic Center","5th Ave Lot","Market Sq"],"series":["parking-series"],"xLabel":"Lot","yLabel":"Free spaces"}}}
+{"op":"add","path":"/elements/parking-series","value":{"type":"Series","props":{"category":"Free","values":[42,8,120,15]}}}
+
+{"op":"add","path":"/elements/events-reports","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["events-card","reports-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Public Events This Weekend","subtitle":"Scheduled"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-item"],"variant":"number"},"repeat":{"statePath":"/events","key":"id"}}}
+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${date} • ${location}"}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"ev1","name":"Riverside Music Festival","date":"Sat 2:00 PM","location":"Harbor Park"}}
+{"op":"add","path":"/state/events/1","value":{"id":"ev2","name":"Farmers Market","date":"Sat 8:00 AM","location":"Market Square"}}
+{"op":"add","path":"/state/events/2","value":{"id":"ev3","name":"City Marathon","date":"Sun 7:00 AM","location":"Downtown Loop"}}
+
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reports-header","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Citizen Reports","subtitle":"Live incoming"}}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/citizenReports","key":"id"},"children":["report-row"]}}
+{"op":"add","path":"/elements/report-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["report-text","report-time"]}}
+{"op":"add","path":"/elements/report-text","value":{"type":"TextContent","props":{"text":{"$template":"**${category}** — ${text}"}}}
+{"op":"add","path":"/elements/report-time","value":{"type":"TextContent","props":{"text":{"$template":"${location} • ${time}"},"size":"small"}}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"r1","category":"Pothole","text":"Large pothole damaging tires","location":"Oak St, West","time":"2 min ago"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"r2","category":"Graffiti","text":"Vandalism on transit shelter","location":"North Station","time":"9 min ago"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"r3","category":"Streetlight","text":"Light out at intersection","location":"5th & Main, Downtown","time":"14 min ago"}}
+
+{"op":"add","path":"/elements/backlog-roadworks-maintenance","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["ops-tabs"]}}
+{"op":"add","path":"/elements/ops-tabs","value":{"type":"Tabs","props":{"items":["tab-backlog","tab-roadworks","tab-maintenance"]}}}
+{"op":"add","path":"/elements/tab-backlog","value":{"type":"TabItem","props":{"value":"backlog","trigger":"Service Backlog","content":["backlog-chart"]}}}
+{"op":"add","path":"/elements/backlog-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Sanitation","Roads","Water","Parks","Utilities"],"series":["backlog-series"],"xLabel":"Open requests","yLabel":"Department"}}}
+{"op":"add","path":"/elements/backlog-series","value":{"type":"Series","props":{"category":"Open Requests","values":[142,98,54,37,61]}}}
+
+{"op":"add","path":"/elements/tab-roadworks","value":{"type":"TabItem","props":{"value":"roadworks","trigger":"Roadworks This Month","content":["roadworks-table"]}}}
+{"op":"add","path":"/elements/roadworks-table","value":{"type":"Table","props":{"columns":["rw-col-project","rw-col-district","rw-col-dates"]}}}
+{"op":"add","path":"/elements/rw-col-project","value":{"type":"Col","props":{"label":"Project","data":["Main St Resurfacing","Harbor Bridge Repair","North Ave Widening","5th Ave Bike Lane"]}}}
+{"op":"add","path":"/elements/rw-col-district","value":{"type":"Col","props":{"label":"District","data":["Downtown","Harbor","North","Downtown"]}}}
+{"op":"add","path":"/elements/rw-col-dates","value":{"type":"Col","props":{"label":"Schedule","data":["Jun 3–10","Jun 8–22","Jun 12–30","Jun 15–18"]}}}
+
+{"op":"add","path":"/elements/tab-maintenance","value":{"type":"TabItem","props":{"value":"maintenance","trigger":"Maintenance Due","content":["maint-table"]}}}
+{"op":"add","path":"/elements/maint-table","value":{"type":"Table","props":{"columns":["mt-col-asset","mt-col-type","mt-col-due"]}}}
+{"op":"add","path":"/elements/mt-col-asset","value":{"type":"Col","props":{"label":"Infrastructure","data":["Water Pump Station 4","Traffic Signal Grid North","Sewer Line Sector 9","Streetlights West"]}}}
+{"op":"add","path":"/elements/mt-col-type","value":{"type":"Col","props":{"label":"Job","data":["Overhaul","Inspection","Cleaning","Bulb Replacement"]}}}
+{"op":"add","path":"/elements/mt-col-due","value":{"type":"Col","props":{"label":"Due","data":["Overdue 3d","Jun 5","Jun 9","Jun 14"]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..687be6f2a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r2.txt
@@ -0,0 +1,146 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","topRow","chartsRow","incidentsRow","emergencyRow","parkingEventsRow","reportsRow","backlogRow","planningRow"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live citywide monitoring dashboard"}}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","wrap":true,"align":"end"},"children":["districtFocus","dispatchDialog","alertDialog"]}}
+
+{"op":"add","path":"/elements/districtFocus","value":{"type":"FormControl","props":{"label":"Focus District","input":"districtSelect","hint":"Filter dashboard to one district"}}}
+{"op":"add","path":"/elements/districtSelect","value":{"type":"Select","props":{"name":"district","placeholder":"All districts","value":{"$bindState":"/focusDistrict"},"items":["dOptAll","dOptDown","dOptNorth","dOptEast","dOptWest","dOptSouth"]}}}
+{"op":"add","path":"/elements/dOptAll","value":{"type":"SelectItem","props":{"value":"all","label":"All Districts"}}}
+{"op":"add","path":"/elements/dOptDown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown"}}}
+{"op":"add","path":"/elements/dOptNorth","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/dOptEast","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/dOptWest","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/elements/dOptSouth","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+
+{"op":"add","path":"/elements/dispatchDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch Crew","title":"Dispatch a Crew","description":"Assign a crew to a location","triggerVariant":"default","content":["dispatchForm"]}}}
+{"op":"add","path":"/elements/dispatchForm","value":{"type":"Form","props":{"name":"dispatch","fields":["dispatchCrewFC","dispatchLocFC"],"buttons":["dispatchBtn"]}}}
+{"op":"add","path":"/elements/dispatchCrewFC","value":{"type":"FormControl","props":{"label":"Crew","input":"dispatchCrewSel"}}}
+{"op":"add","path":"/elements/dispatchCrewSel","value":{"type":"Select","props":{"name":"crew","placeholder":"Select crew","value":{"$bindState":"/dispatch/crew"},"items":["crewA","crewB","crewC"]}}}
+{"op":"add","path":"/elements/crewA","value":{"type":"SelectItem","props":{"value":"Fire Unit 3","label":"Fire Unit 3"}}}
+{"op":"add","path":"/elements/crewB","value":{"type":"SelectItem","props":{"value":"Road Crew 7","label":"Road Crew 7"}}}
+{"op":"add","path":"/elements/crewC","value":{"type":"SelectItem","props":{"value":"Water Maint 2","label":"Water Maint 2"}}}
+{"op":"add","path":"/elements/dispatchLocFC","value":{"type":"FormControl","props":{"label":"Location","input":"dispatchLocInput"}}}
+{"op":"add","path":"/elements/dispatchLocInput","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. 5th & Main","value":{"$bindState":"/dispatch/location"}}}}
+{"op":"add","path":"/elements/dispatchBtn","value":{"type":"Button","props":{"label":"Dispatch","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/deployments","value":{"id":"$id","unit":{"$state":"/dispatch/crew"},"location":{"$state":"/dispatch/location"},"status":"En route"},"clearStatePath":"/dispatch/location"}}}}}
+{"op":"add","path":"/state/dispatch","value":{"crew":"","location":""}}
+
+{"op":"add","path":"/elements/alertDialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Send Public Alert","title":"Send Public Alert","description":"Broadcast a message to citizens","triggerVariant":"destructive","content":["alertForm"]}}}
+{"op":"add","path":"/elements/alertForm","value":{"type":"Form","props":{"name":"alert","fields":["alertSevFC","alertMsgFC"],"buttons":["alertBtn"]}}}
+{"op":"add","path":"/elements/alertSevFC","value":{"type":"FormControl","props":{"label":"Severity","input":"alertSevSel"}}}
+{"op":"add","path":"/elements/alertSevSel","value":{"type":"Select","props":{"name":"severity","placeholder":"Select severity","value":{"$bindState":"/alert/severity"},"items":["sevInfo","sevWarn","sevEmg"]}}}
+{"op":"add","path":"/elements/sevInfo","value":{"type":"SelectItem","props":{"value":"Info","label":"Info"}}}
+{"op":"add","path":"/elements/sevWarn","value":{"type":"SelectItem","props":{"value":"Warning","label":"Warning"}}}
+{"op":"add","path":"/elements/sevEmg","value":{"type":"SelectItem","props":{"value":"Emergency","label":"Emergency"}}}
+{"op":"add","path":"/elements/alertMsgFC","value":{"type":"FormControl","props":{"label":"Message","input":"alertMsgInput"}}}
+{"op":"add","path":"/elements/alertMsgInput","value":{"type":"TextArea","props":{"name":"message","placeholder":"Type the public alert message...","rows":3,"value":{"$bindState":"/alert/message"}}}}
+{"op":"add","path":"/elements/alertBtn","value":{"type":"Button","props":{"label":"Broadcast Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentAlerts","value":{"id":"$id","severity":{"$state":"/alert/severity"},"message":{"$state":"/alert/message"}},"clearStatePath":"/alert/message"}}}}}
+{"op":"add","path":"/state/alert","value":{"severity":"","message":""}}
+{"op":"add","path":"/state/sentAlerts","value":[]}
+
+{"op":"add","path":"/elements/topRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["congestionCard","transitCard","waterCard","weatherCard"]}}
+
+{"op":"add","path":"/elements/congestionCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["congestionHead","congestionProg","congestionTag"]}}
+{"op":"add","path":"/elements/congestionHead","value":{"type":"Heading","props":{"text":"Congestion Now","level":"h4"}}}
+{"op":"add","path":"/elements/congestionProg","value":{"type":"Progress","props":{"value":72,"label":"72% of roads busy"}}}
+{"op":"add","path":"/elements/congestionTag","value":{"type":"Tag","props":{"text":"Heavy on Downtown corridors","variant":"warning","size":"md"}}}
+
+{"op":"add","path":"/elements/transitCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transitHead","transitProg","transitTag"]}}
+{"op":"add","path":"/elements/transitHead","value":{"type":"Heading","props":{"text":"Transit Punctuality","level":"h4"}}}
+{"op":"add","path":"/elements/transitProg","value":{"type":"Progress","props":{"value":88,"label":"88% on-time"}}}
+{"op":"add","path":"/elements/transitTag","value":{"type":"Tag","props":{"text":"Metro Line 4 delayed","variant":"info","size":"md"}}}
+
+{"op":"add","path":"/elements/waterCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["waterHead","waterProg","waterTag"]}}
+{"op":"add","path":"/elements/waterHead","value":{"type":"Heading","props":{"text":"Water Use Today","level":"h4"}}}
+{"op":"add","path":"/elements/waterProg","value":{"type":"Progress","props":{"value":64,"label":"1.28M / 2.0M gal"}}}
+{"op":"add","path":"/elements/waterTag","value":{"type":"Tag","props":{"text":"Within normal range","variant":"success","size":"md"}}}
+
+{"op":"add","path":"/elements/weatherCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weatherHead","weatherText","weatherTag"]}}
+{"op":"add","path":"/elements/weatherHead","value":{"type":"Heading","props":{"text":"Current Weather","level":"h4"}}}
+{"op":"add","path":"/elements/weatherText","value":{"type":"TextContent","props":{"text":"**18°C** · Partly cloudy · Wind 12 km/h · Humidity 58%","size":"large"}}}
+{"op":"add","path":"/elements/weatherTag","value":{"type":"Tag","props":{"text":"Rain expected tonight","variant":"info","size":"md"}}}
+
+{"op":"add","path":"/elements/chartsRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["energyCard","airCard"]}}
+
+{"op":"add","path":"/elements/energyCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["energyHead","energyChart"]}}
+{"op":"add","path":"/elements/energyHead","value":{"type":"Heading","props":{"text":"Energy Use — Past Week (MWh)","level":"h4"}}}
+{"op":"add","path":"/elements/energyChart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energySeries"],"variant":"natural","xLabel":"Day","yLabel":"MWh"}}}
+{"op":"add","path":"/elements/energySeries","value":{"type":"Series","props":{"category":"Energy","values":[820,845,910,880,930,760,720]}}}
+
+{"op":"add","path":"/elements/airCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["airHead","airChart"]}}
+{"op":"add","path":"/elements/airHead","value":{"type":"Heading","props":{"text":"Air Quality by District (AQI)","level":"h4"}}}
+{"op":"add","path":"/elements/airChart","value":{"type":"HorizontalBarChart","props":{"labels":["Downtown","North","East","West","South"],"series":["airSeries"],"xLabel":"AQI","yLabel":"District"}}}
+{"op":"add","path":"/elements/airSeries","value":{"type":"Series","props":{"category":"AQI","values":[86,52,74,48,61]}}}
+
+{"op":"add","path":"/elements/incidentsRow","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidentsHead","incidentsList"]}}
+{"op":"add","path":"/elements/incidentsHead","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h4"}}}
+{"op":"add","path":"/elements/incidentsList","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incidentItem"]}}
+{"op":"add","path":"/elements/incidentItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["incidentInfo","incidentSev"]}}
+{"op":"add","path":"/elements/incidentInfo","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** — ${location}"}}}}
+{"op":"add","path":"/elements/incidentSev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","type":"Building Fire","location":"12 Elm St, Downtown","severity":"High"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","type":"Traffic Collision","location":"Hwy 9 & Exit 4, East","severity":"Medium"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"i3","type":"Gas Leak","location":"Park Ave, North","severity":"High"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","type":"Flooded Underpass","location":"River Rd, South","severity":"Low"}}
+
+{"op":"add","path":"/elements/emergencyRow","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["emergencyHead","emergencyList"]}}
+{"op":"add","path":"/elements/emergencyHead","value":{"type":"Heading","props":{"text":"Emergency Vehicle Deployments","level":"h4"}}}
+{"op":"add","path":"/elements/emergencyList","value":{"type":"ListBlock","props":{"items":["deployItem"]},"repeat":{"statePath":"/deployments","key":"id"},"children":["deployItem"]}}
+{"op":"add","path":"/elements/deployItem","value":{"type":"ListItem","props":{"title":{"$item":"unit"},"subtitle":{"$template":"${location} · ${status}"}}}}
+{"op":"add","path":"/state/deployments","value":[]}
+{"op":"add","path":"/state/deployments/0","value":{"id":"d1","unit":"Fire Unit 3","location":"12 Elm St, Downtown","status":"On scene"}}
+{"op":"add","path":"/state/deployments/1","value":{"id":"d2","unit":"Ambulance 5","location":"Hwy 9 & Exit 4, East","status":"En route"}}
+{"op":"add","path":"/state/deployments/2","value":{"id":"d3","unit":"Hazmat 1","location":"Park Ave, North","status":"On scene"}}
+
+{"op":"add","path":"/elements/parkingEventsRow","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["parkingCard","eventsCard"]}}
+
+{"op":"add","path":"/elements/parkingCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["parkingHead","parkingChart"]}}
+{"op":"add","path":"/elements/parkingHead","value":{"type":"Heading","props":{"text":"Downtown Parking Availability","level":"h4"}}}
+{"op":"add","path":"/elements/parkingChart","value":{"type":"PieChart","props":{"labels":["Available","Occupied"],"values":[340,1210],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/eventsCard","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["eventsHead","eventsList"]}}
+{"op":"add","path":"/elements/eventsHead","value":{"type":"Heading","props":{"text":"Public Events This Weekend","level":"h4"}}}
+{"op":"add","path":"/elements/eventsList","value":{"type":"ListBlock","props":{"items":["eventItem"]},"repeat":{"statePath":"/events","key":"id"},"children":["eventItem"]}}
+{"op":"add","path":"/elements/eventItem","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${when} · ${venue}"}}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Riverside Music Festival","when":"Sat 2pm","venue":"River Park, South"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Farmers Market","when":"Sat 8am","venue":"Central Plaza, Downtown"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Marathon 10K","when":"Sun 7am","venue":"North Loop"}}
+
+{"op":"add","path":"/elements/reportsRow","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reportsHead","reportsList"]}}
+{"op":"add","path":"/elements/reportsHead","value":{"type":"Heading","props":{"text":"Incoming Citizen Reports","level":"h4"}}}
+{"op":"add","path":"/elements/reportsList","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/reports","key":"id"},"children":["reportItem"]}}
+{"op":"add","path":"/elements/reportItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["reportText","reportTime"]}}
+{"op":"add","path":"/elements/reportText","value":{"type":"TextContent","props":{"text":{"$template":"**${category}** — ${text}"}}}}
+{"op":"add","path":"/elements/reportTime","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"secondary"}}}
+{"op":"add","path":"/state/reports","value":[]}
+{"op":"add","path":"/state/reports/0","value":{"id":"r1","category":"Pothole","text":"Large pothole on 3rd Ave","time":"2m ago"}}
+{"op":"add","path":"/state/reports/1","value":{"id":"r2","category":"Streetlight","text":"Light out near school, North","time":"6m ago"}}
+{"op":"add","path":"/state/reports/2","value":{"id":"r3","category":"Graffiti","text":"Tagging on East underpass","time":"11m ago"}}
+
+{"op":"add","path":"/elements/backlogRow","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["backlogHead","backlogChart"]}}
+{"op":"add","path":"/elements/backlogHead","value":{"type":"Heading","props":{"text":"Service Request Backlog","level":"h4"}}}
+{"op":"add","path":"/elements/backlogChart","value":{"type":"BarChart","props":{"labels":["Roads","Water","Waste","Parks","Lighting"],"series":["backlogSeries"],"xLabel":"Category","yLabel":"Open requests"}}}
+{"op":"add","path":"/elements/backlogSeries","value":{"type":"Series","props":{"category":"Open Requests","values":[142,88,63,41,57]}}}
+
+{"op":"add","path":"/elements/planningRow","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["planningHead","planningTabs"]}}
+{"op":"add","path":"/elements/planningHead","value":{"type":"Heading","props":{"text":"Planning & Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/planningTabs","value":{"type":"Tabs","props":{"items":["roadworksTab","maintTab"]}}}
+{"op":"add","path":"/elements/roadworksTab","value":{"type":"TabItem","props":{"value":"roadworks","trigger":"Roadworks This Month","content":["roadworksList"]}}}
+{"op":"add","path":"/elements/roadworksList","value":{"type":"ListBlock","props":{"items":["roadworkItem"]},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadworkItem"]}}
+{"op":"add","path":"/elements/roadworkItem","value":{"type":"ListItem","props":{"title":{"$item":"project"},"subtitle":{"$template":"${location} · ${dates}"}}}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"rw1","project":"Main St Resurfacing","location":"Downtown","dates":"Jun 5–12"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"rw2","project":"Bridge Deck Repair","location":"River Rd, South","dates":"Jun 14–20"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"rw3","project":"Bike Lane Install","location":"North Loop","dates":"Jun 22–28"}}
+{"op":"add","path":"/elements/maintTab","value":{"type":"TabItem","props":{"value":"maint","trigger":"Maintenance Due","content":["maintList"]}}}
+{"op":"add","path":"/elements/maintList","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintItem"]}}
+{"op":"add","path":"/elements/maintItem","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["maintText","maintDue"]}}
+{"op":"add","path":"/elements/maintText","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}** — ${location}"}}}}
+{"op":"add","path":"/elements/maintDue","value":{"type":"Badge","props":{"text":{"$item":"due"},"variant":"outline"}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Water Pump Station 4","location":"West","due":"Due in 3d"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Traffic Signal Grid B","location":"Downtown","due":"Overdue"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"Sewer Line Sector 9","location":"East","due":"Due in 7d"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..1390965bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r3.txt
@@ -0,0 +1,159 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","weather","topmetrics","charts-row","air-quality","incidents-section","emergency-section","parking-section","events-section","reports-section","backlog-section","roadworks-section","maintenance-section"]}}
+
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Metro City Operations Center","subtitle":"Live citywide situational awareness"}}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"end"},"children":["district-focus","dispatch-dialog","alert-dialog"]}}
+
+{"op":"add","path":"/elements/district-focus","value":{"type":"FormControl","props":{"label":"Focus District (13)","input":"district-select"},"children":["district-select"]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"Select district","items":["dopt-all","dopt-1","dopt-2","dopt-3","dopt-4"],"value":{"$bindState":"/focusDistrict"}},"children":["dopt-all","dopt-1","dopt-2","dopt-3","dopt-4"]}}
+{"op":"add","path":"/elements/dopt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Districts"}}}
+{"op":"add","path":"/elements/dopt-1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown"}}}
+{"op":"add","path":"/elements/dopt-2","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside"}}}
+{"op":"add","path":"/elements/dopt-3","value":{"type":"SelectItem","props":{"value":"northgate","label":"Northgate"}}}
+{"op":"add","path":"/elements/dopt-4","value":{"type":"SelectItem","props":{"value":"eastend","label":"Eastend"}}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+
+{"op":"add","path":"/elements/dispatch-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch Crew (14)","title":"Dispatch a Crew","description":"Assign a crew to an incident or location","triggerVariant":"default","content":["dispatch-form"]},"children":["dispatch-form"]}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatch","fields":["fc-crew","fc-loc","fc-priority"],"buttons":["dispatch-btn"]},"children":["fc-crew","fc-loc","fc-priority","dispatch-btn"]}}
+{"op":"add","path":"/elements/fc-crew","value":{"type":"FormControl","props":{"label":"Crew Type","input":"crew-input"},"children":["crew-input"]}}
+{"op":"add","path":"/elements/crew-input","value":{"type":"Select","props":{"name":"crew","placeholder":"Choose crew","items":["cr-1","cr-2","cr-3"],"value":{"$bindState":"/dispatchCrew"}},"children":["cr-1","cr-2","cr-3"]}}
+{"op":"add","path":"/elements/cr-1","value":{"type":"SelectItem","props":{"value":"road","label":"Road Repair"}}}
+{"op":"add","path":"/elements/cr-2","value":{"type":"SelectItem","props":{"value":"water","label":"Water/Utilities"}}}
+{"op":"add","path":"/elements/cr-3","value":{"type":"SelectItem","props":{"value":"electric","label":"Electrical"}}}
+{"op":"add","path":"/state/dispatchCrew","value":""}
+{"op":"add","path":"/elements/fc-loc","value":{"type":"FormControl","props":{"label":"Location","input":"loc-input"},"children":["loc-input"]}}
+{"op":"add","path":"/elements/loc-input","value":{"type":"Input","props":{"name":"loc","placeholder":"e.g. 5th & Main","value":{"$bindState":"/dispatchLoc"}},"children":[]}}
+{"op":"add","path":"/state/dispatchLoc","value":""}
+{"op":"add","path":"/elements/fc-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"prio-input"},"children":["prio-input"]}}
+{"op":"add","path":"/elements/prio-input","value":{"type":"Select","props":{"name":"prio","placeholder":"Priority","items":["p-1","p-2","p-3"],"value":{"$bindState":"/dispatchPrio"}},"children":["p-1","p-2","p-3"]}}
+{"op":"add","path":"/elements/p-1","value":{"type":"SelectItem","props":{"value":"high","label":"High"}}}
+{"op":"add","path":"/elements/p-2","value":{"type":"SelectItem","props":{"value":"medium","label":"Medium"}}}
+{"op":"add","path":"/elements/p-3","value":{"type":"SelectItem","props":{"value":"low","label":"Low"}}}
+{"op":"add","path":"/state/dispatchPrio","value":""}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"Dispatch","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/emergency","value":{"id":"$id","unit":{"$state":"/dispatchCrew"},"location":{"$state":"/dispatchLoc"},"status":"En route","priority":{"$state":"/dispatchPrio"}},"clearStatePath":"/dispatchLoc"}}},"children":[]}}
+
+{"op":"add","path":"/elements/alert-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Send Public Alert (15)","title":"Send Public Alert","description":"Broadcast a message to citizens","triggerVariant":"destructive","content":["alert-form"]},"children":["alert-form"]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alert","fields":["fc-alert-title","fc-alert-msg"],"buttons":["alert-btn"]},"children":["fc-alert-title","fc-alert-msg","alert-btn"]}}
+{"op":"add","path":"/elements/fc-alert-title","value":{"type":"FormControl","props":{"label":"Alert Title","input":"alert-title-input"},"children":["alert-title-input"]}}
+{"op":"add","path":"/elements/alert-title-input","value":{"type":"Input","props":{"name":"alertTitle","placeholder":"e.g. Flood Warning","value":{"$bindState":"/alertTitle"}},"children":[]}}
+{"op":"add","path":"/state/alertTitle","value":""}
+{"op":"add","path":"/elements/fc-alert-msg","value":{"type":"FormControl","props":{"label":"Message","input":"alert-msg-input"},"children":["alert-msg-input"]}}
+{"op":"add","path":"/elements/alert-msg-input","value":{"type":"TextArea","props":{"name":"alertMsg","placeholder":"Message to send to citizens...","rows":3,"value":{"$bindState":"/alertMsg"}},"children":[]}}
+{"op":"add","path":"/state/alertMsg","value":""}
+{"op":"add","path":"/elements/alert-btn","value":{"type":"Button","props":{"label":"Broadcast Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentAlerts","value":{"id":"$id","title":{"$state":"/alertTitle"},"message":{"$state":"/alertMsg"}},"clearStatePath":"/alertMsg"}}},"children":[]}}
+{"op":"add","path":"/state/sentAlerts","value":[]}
+
+{"op":"add","path":"/elements/weather","value":{"type":"Callout","props":{"variant":"info","title":"Current Weather (12): 14°C, Overcast","description":"Wind 18 km/h NW · Humidity 72% · Rain likely after 3pm · UV index low"}}}
+
+{"op":"add","path":"/elements/topmetrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-congestion","metric-transit","metric-water","metric-parking"]}}
+
+{"op":"add","path":"/elements/metric-congestion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cong-head","cong-prog","cong-note"]}}
+{"op":"add","path":"/elements/cong-head","value":{"type":"Heading","props":{"text":"Congestion Now (1)","level":"h4"}}}
+{"op":"add","path":"/elements/cong-prog","value":{"type":"Progress","props":{"value":78,"label":"Citywide traffic load 78%"}}}
+{"op":"add","path":"/elements/cong-note","value":{"type":"TextContent","props":{"text":"Heavy on I-40 & Downtown loop. Avg speed 22 km/h.","size":"small"}}}
+
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["transit-head","transit-prog","transit-note"]}}
+{"op":"add","path":"/elements/transit-head","value":{"type":"Heading","props":{"text":"Transit Punctuality (2)","level":"h4"}}}
+{"op":"add","path":"/elements/transit-prog","value":{"type":"Progress","props":{"value":91,"label":"On-time performance 91%"}}}
+{"op":"add","path":"/elements/transit-note","value":{"type":"TextContent","props":{"text":"Bus 12 delayed 8 min. Metro line B on schedule.","size":"small"}}}
+
+{"op":"add","path":"/elements/metric-water","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["water-head","water-prog","water-note"]}}
+{"op":"add","path":"/elements/water-head","value":{"type":"Heading","props":{"text":"Water Use Today (5)","level":"h4"}}}
+{"op":"add","path":"/elements/water-prog","value":{"type":"Progress","props":{"value":64,"label":"420 ML of 660 ML capacity"}}}
+{"op":"add","path":"/elements/water-note","value":{"type":"TextContent","props":{"text":"Consumption 6% below seasonal average.","size":"small"}}}
+
+{"op":"add","path":"/elements/metric-parking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["parking-head","parking-prog","parking-note"]}}
+{"op":"add","path":"/elements/parking-head","value":{"type":"Heading","props":{"text":"Downtown Parking (8)","level":"h4"}}}
+{"op":"add","path":"/elements/parking-prog","value":{"type":"Progress","props":{"value":23,"label":"312 of 1350 spaces free (23%)"}}}
+{"op":"add","path":"/elements/parking-note","value":{"type":"TextContent","props":{"text":"Central Garage nearly full. Riverfront lot open.","size":"small"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["energy-head","energy-chart"]}}
+{"op":"add","path":"/elements/energy-head","value":{"type":"Heading","props":{"text":"Energy Use — Past Week (4)","level":"h3"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"variant":"natural","xLabel":"Day","yLabel":"MWh"},"children":["energy-series"]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Consumption (MWh)","values":[840,910,880,950,1020,760,700]}}}
+
+{"op":"add","path":"/elements/air-quality","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["air-head","air-chart"]}}
+{"op":"add","path":"/elements/air-head","value":{"type":"Heading","props":{"text":"Air Quality by District (3)","level":"h3"}}}
+{"op":"add","path":"/elements/air-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Downtown","Riverside","Northgate","Eastend","Southpark","Hilltop"],"series":["aqi-series"],"xLabel":"AQI","yLabel":"District"},"children":["aqi-series"]}}
+{"op":"add","path":"/elements/aqi-series","value":{"type":"Series","props":{"category":"AQI","values":[88,42,61,73,55,38]}}}
+
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-head","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-head","value":{"type":"Heading","props":{"text":"Open Incidents (6)","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["incident-info","incident-sev"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["incident-title","incident-loc"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/incident-loc","value":{"type":"TextContent","props":{"text":{"$template":"📍 ${location}"},"size":"small"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"1","title":"Vehicle fire on overpass","location":"I-40 @ Exit 9, Downtown","severity":"Critical"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"2","title":"Water main break","location":"Elm St & 3rd Ave, Riverside","severity":"High"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"3","title":"Traffic signal outage","location":"Northgate Blvd & Pine","severity":"Medium"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"4","title":"Fallen tree blocking lane","location":"Eastend Park Rd","severity":"Low"}}
+
+{"op":"add","path":"/elements/emergency-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["emergency-head","emergency-list"]}}
+{"op":"add","path":"/elements/emergency-head","value":{"type":"Heading","props":{"text":"Emergency Vehicle Deployment (7)","level":"h3"}}}
+{"op":"add","path":"/elements/emergency-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/emergency","key":"id"},"children":["emergency-row"]}}
+{"op":"add","path":"/elements/emergency-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["emerg-unit","emerg-status"]}}
+{"op":"add","path":"/elements/emerg-unit","value":{"type":"TextContent","props":{"text":{"$template":"🚨 ${unit} — ${location}"}}}
+{"op":"add","path":"/elements/emerg-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/emergency","value":[]}
+{"op":"add","path":"/state/emergency/0","value":{"id":"1","unit":"Engine 7","location":"I-40 @ Exit 9","status":"On scene","priority":"high"}}
+{"op":"add","path":"/state/emergency/1","value":{"id":"2","unit":"Ambulance 12","location":"Riverside General","status":"En route","priority":"high"}}
+{"op":"add","path":"/state/emergency/2","value":{"id":"3","unit":"Police Unit 34","location":"Northgate Blvd","status":"Patrolling","priority":"medium"}}
+
+{"op":"add","path":"/elements/parking-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["parking-sec-head","parking-table"]}}
+{"op":"add","path":"/elements/parking-sec-head","value":{"type":"Heading","props":{"text":"Downtown Parking Availability (8)","level":"h3"}}}
+{"op":"add","path":"/elements/parking-table","value":{"type":"Table","props":{"columns":["col-lot","col-free","col-total"]},"children":["col-lot","col-free","col-total"]}}
+{"op":"add","path":"/elements/col-lot","value":{"type":"Col","props":{"label":"Lot","data":["Central Garage","Riverfront Lot","City Hall Deck","Market St Ramp"],"type":"string"}}}
+{"op":"add","path":"/elements/col-free","value":{"type":"Col","props":{"label":"Free","data":[12,180,64,56],"type":"number"}}}
+{"op":"add","path":"/elements/col-total","value":{"type":"Col","props":{"label":"Total","data":[500,300,250,300],"type":"number"}}}
+
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Public Events This Weekend (9)","level":"h3"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-1","event-2","event-3"]},"children":["event-1","event-2","event-3"]}}
+{"op":"add","path":"/elements/event-1","value":{"type":"ListItem","props":{"title":"Riverside Music Festival","subtitle":"Sat 12pm–10pm · Riverside Park · ~8,000 expected"}}}
+{"op":"add","path":"/elements/event-2","value":{"type":"ListItem","props":{"title":"Downtown Farmers Market","subtitle":"Sat & Sun 8am–2pm · Market Square"}}}
+{"op":"add","path":"/elements/event-3","value":{"type":"ListItem","props":{"title":"Marathon 10K","subtitle":"Sun 7am · Route through Downtown & Northgate · road closures"}}}
+
+{"op":"add","path":"/elements/reports-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reports-head","reports-input-row","reports-list"]}}
+{"op":"add","path":"/elements/reports-head","value":{"type":"Heading","props":{"text":"Citizen Reports (10)","level":"h3"}}}
+{"op":"add","path":"/elements/reports-input-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"end"},"children":["report-input","report-btn"]}}
+{"op":"add","path":"/elements/report-input","value":{"type":"Input","props":{"name":"report","placeholder":"Add incoming citizen report...","value":{"$bindState":"/newReport"}},"children":[]}}
+{"op":"add","path":"/state/newReport","value":""}
+{"op":"add","path":"/elements/report-btn","value":{"type":"Button","props":{"label":"Log","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/reports","value":{"id":"$id","text":{"$state":"/newReport"},"time":"just now"},"clearStatePath":"/newReport"}}},"children":[]}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/reports","key":"id"},"children":["report-row"]}}
+{"op":"add","path":"/elements/report-row","value":{"type":"TextContent","props":{"text":{"$template":"🗣️ ${text} — ${time}"},"size":"small"}}}
+{"op":"add","path":"/state/reports","value":[]}
+{"op":"add","path":"/state/reports/0","value":{"id":"1","text":"Pothole on Oak Avenue near school","time":"2 min ago"}}
+{"op":"add","path":"/state/reports/1","value":{"id":"2","text":"Streetlight out on Maple & 8th","time":"6 min ago"}}
+{"op":"add","path":"/state/reports/2","value":{"id":"3","text":"Overflowing bin at Riverside Park","time":"11 min ago"}}
+
+{"op":"add","path":"/elements/backlog-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["backlog-head","backlog-chart"]}}
+{"op":"add","path":"/elements/backlog-head","value":{"type":"Heading","props":{"text":"Service Request Backlog (11)","level":"h3"}}}
+{"op":"add","path":"/elements/backlog-chart","value":{"type":"BarChart","props":{"labels":["Roads","Waste","Water","Parks","Lighting","Permits"],"series":["backlog-series"],"xLabel":"Category","yLabel":"Open Requests"},"children":["backlog-series"]}}
+{"op":"add","path":"/elements/backlog-series","value":{"type":"Series","props":{"category":"Open Requests","values":[142,88,54,37,61,29]}}}
+
+{"op":"add","path":"/elements/roadworks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["roadworks-head","roadworks-list"]}}
+{"op":"add","path":"/elements/roadworks-head","value":{"type":"Heading","props":{"text":"Planned Roadworks This Month (16)","level":"h3"}}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-row"]}}
+{"op":"add","path":"/elements/roadwork-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["roadwork-info","roadwork-date"]}}
+{"op":"add","path":"/elements/roadwork-info","value":{"type":"TextContent","props":{"text":{"$template":"🚧 ${name} — ${location}"}}}
+{"op":"add","path":"/elements/roadwork-date","value":{"type":"Badge","props":{"text":{"$item":"window"},"variant":"outline"}}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"1","name":"Resurfacing","location":"Main St, Downtown","window":"Jun 4–8"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"2","name":"Bridge joint repair","location":"Riverside Bridge","window":"Jun 12–15"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"3","name":"Bike lane install","location":"Northgate Blvd","window":"Jun 20–25"}}
+
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"Heading","props":{"text":"Infrastructure Maintenance Due (17)","level":"h3"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-row"]}}
+{"op":"add","path":"/elements/maint-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["maint-info","maint-status"]}}
+{"op":"add","path":"/elements/maint-info","value":{"type":"TextContent","props":{"text":{"$template":"🔧 ${asset} — due ${due}"}}}
+{"op":"add","path":"/elements/maint-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"warning"}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"1","asset":"Pump Station 3","due":"Jun 6","status":"Overdue"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"2","asset":"Traffic signals — Downtown grid","due":"Jun 14","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"3","asset":"Substation 7 inspection","due":"Jun 22","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"4","asset":"Water tower coating","due":"Jun 28","status":"Pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..e56791d0f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-city__r4.txt
@@ -0,0 +1,157 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","weather-row","controls","kpi-row","charts-row","incidents-section","reports-section","events-section","maintenance-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live situational overview"}}}
+
+{"op":"add","path":"/elements/weather-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["weather-card","congestion-card","water-card"]}}
+
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["weather-head","weather-text"]}}
+{"op":"add","path":"/elements/weather-head","value":{"type":"Heading","props":{"text":"Current Weather","level":"h4"}}}
+{"op":"add","path":"/elements/weather-text","value":{"type":"TextContent","props":{"text":{"$template":"**${/weather/temp}°C** ${/weather/condition}\n\nWind ${/weather/wind} km/h · Humidity ${/weather/humidity}%"}}}}
+{"op":"add","path":"/state/weather","value":{"temp":18,"condition":"Partly Cloudy","wind":12,"humidity":64}}
+
+{"op":"add","path":"/elements/congestion-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["congestion-head","congestion-progress","congestion-text"]}}
+{"op":"add","path":"/elements/congestion-head","value":{"type":"Heading","props":{"text":"Congestion Now","level":"h4"}}}
+{"op":"add","path":"/elements/congestion-progress","value":{"type":"Progress","props":{"value":{"$state":"/congestion/level"},"label":"City-wide traffic load"}}}
+{"op":"add","path":"/elements/congestion-text","value":{"type":"TextContent","props":{"text":{"$template":"Avg speed ${/congestion/avgSpeed} km/h · ${/congestion/status}"}}}}
+{"op":"add","path":"/state/congestion","value":{"level":72,"avgSpeed":24,"status":"Heavy on ring road"}}
+
+{"op":"add","path":"/elements/water-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["water-head","water-progress","water-text"]}}
+{"op":"add","path":"/elements/water-head","value":{"type":"Heading","props":{"text":"Water Use Today","level":"h4"}}}
+{"op":"add","path":"/elements/water-progress","value":{"type":"Progress","props":{"value":{"$state":"/water/pct"},"label":"Of daily capacity"}}}
+{"op":"add","path":"/elements/water-text","value":{"type":"TextContent","props":{"text":{"$template":"${/water/millionLiters} ML consumed today"}}}}
+{"op":"add","path":"/state/water","value":{"pct":58,"millionLiters":410}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"end"},"children":["district-focus","dispatch-dialog","alert-dialog"]}}
+
+{"op":"add","path":"/elements/district-focus","value":{"type":"FormControl","props":{"label":"Focus on District","input":"district-select"}}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"All districts","value":{"$bindState":"/focusDistrict"},"items":["d-all","d-central","d-north","d-east","d-south","d-west"]}}}
+{"op":"add","path":"/elements/d-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Districts"}}}
+{"op":"add","path":"/elements/d-central","value":{"type":"SelectItem","props":{"value":"central","label":"Central"}}}
+{"op":"add","path":"/elements/d-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"}}}
+{"op":"add","path":"/elements/d-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"}}}
+{"op":"add","path":"/elements/d-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"}}}
+{"op":"add","path":"/elements/d-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"}}}
+{"op":"add","path":"/state/focusDistrict","value":"all"}
+
+{"op":"add","path":"/elements/dispatch-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch Crew","triggerVariant":"default","title":"Dispatch a Crew","description":"Assign a maintenance or emergency crew to a location.","content":["dispatch-form-loc","dispatch-form-type","dispatch-btn"]}}}
+{"op":"add","path":"/elements/dispatch-form-loc","value":{"type":"FormControl","props":{"label":"Location","input":"dispatch-loc-input"}}}
+{"op":"add","path":"/elements/dispatch-loc-input","value":{"type":"Input","props":{"name":"dispatchLoc","placeholder":"e.g. 5th & Main","value":{"$bindState":"/dispatch/location"}}}}
+{"op":"add","path":"/elements/dispatch-form-type","value":{"type":"FormControl","props":{"label":"Crew Type","input":"dispatch-type-input"}}}
+{"op":"add","path":"/elements/dispatch-type-input","value":{"type":"Input","props":{"name":"dispatchType","placeholder":"e.g. Water repair","value":{"$bindState":"/dispatch/type"}}}}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"Dispatch","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/emergencyDeployments","value":{"id":"$id","unit":{"$state":"/dispatch/type"},"location":{"$state":"/dispatch/location"},"status":"En route"},"clearStatePath":"/dispatch/location"}}}}}
+{"op":"add","path":"/state/dispatch","value":{"location":"","type":""}}
+
+{"op":"add","path":"/elements/alert-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Send Public Alert","triggerVariant":"destructive","title":"Send Public Alert","description":"Broadcast a message to citizens.","content":["alert-form-msg","alert-btn"]}}}
+{"op":"add","path":"/elements/alert-form-msg","value":{"type":"FormControl","props":{"label":"Alert Message","input":"alert-msg-input"}}}
+{"op":"add","path":"/elements/alert-msg-input","value":{"type":"TextArea","props":{"name":"alertMsg","placeholder":"Type the public alert message...","rows":3,"value":{"$bindState":"/alertMessage"}}}}
+{"op":"add","path":"/elements/alert-btn","value":{"type":"Button","props":{"label":"Broadcast Alert","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentAlerts","value":{"id":"$id","message":{"$state":"/alertMessage"}},"clearStatePath":"/alertMessage"}}}}}
+{"op":"add","path":"/state/alertMessage","value":""}
+{"op":"add","path":"/state/sentAlerts","value":[]}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["transit-card","parking-card","backlog-card"]}}
+
+{"op":"add","path":"/elements/transit-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["transit-head","transit-progress","transit-text"]}}
+{"op":"add","path":"/elements/transit-head","value":{"type":"Heading","props":{"text":"Transit Punctuality","level":"h4"}}}
+{"op":"add","path":"/elements/transit-progress","value":{"type":"Progress","props":{"value":{"$state":"/transit/onTimePct"},"label":"On-time performance"}}}
+{"op":"add","path":"/elements/transit-text","value":{"type":"TextContent","props":{"text":{"$template":"${/transit/onTimePct}% on time · ${/transit/delayedLines} lines delayed"}}}}
+{"op":"add","path":"/state/transit","value":{"onTimePct":86,"delayedLines":3}}
+
+{"op":"add","path":"/elements/parking-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["parking-head","parking-progress","parking-text"]}}
+{"op":"add","path":"/elements/parking-head","value":{"type":"Heading","props":{"text":"Downtown Parking","level":"h4"}}}
+{"op":"add","path":"/elements/parking-progress","value":{"type":"Progress","props":{"value":{"$state":"/parking/availablePct"},"label":"Spaces available"}}}
+{"op":"add","path":"/elements/parking-text","value":{"type":"TextContent","props":{"text":{"$template":"${/parking/free} of ${/parking/total} spaces free"}}}}
+{"op":"add","path":"/state/parking","value":{"availablePct":22,"free":286,"total":1300}}
+
+{"op":"add","path":"/elements/backlog-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["backlog-head","backlog-progress","backlog-text"]}}
+{"op":"add","path":"/elements/backlog-head","value":{"type":"Heading","props":{"text":"Service Request Backlog","level":"h4"}}}
+{"op":"add","path":"/elements/backlog-progress","value":{"type":"Progress","props":{"value":{"$state":"/backlog/pct"},"label":"Queue load"}}}
+{"op":"add","path":"/elements/backlog-text","value":{"type":"TextContent","props":{"text":{"$template":"${/backlog/open} open requests · ${/backlog/overdue} overdue"}}}}
+{"op":"add","path":"/state/backlog","value":{"pct":64,"open":412,"overdue":58}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["energy-chart-card","aqi-chart-card"]}}
+
+{"op":"add","path":"/elements/energy-chart-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["energy-head","energy-chart"]}}
+{"op":"add","path":"/elements/energy-head","value":{"type":"Heading","props":{"text":"Energy Use — Past Week","level":"h4"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"variant":"natural","xLabel":"Day","yLabel":"MWh"}}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy (MWh)","values":[820,910,880,940,1010,760,700]}}}
+
+{"op":"add","path":"/elements/aqi-chart-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["aqi-head","aqi-chart"]}}
+{"op":"add","path":"/elements/aqi-head","value":{"type":"Heading","props":{"text":"Air Quality by District","level":"h4"}}}
+{"op":"add","path":"/elements/aqi-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Central","North","East","South","West"],"series":["aqi-series"],"xLabel":"AQI","yLabel":"District"}}}
+{"op":"add","path":"/elements/aqi-series","value":{"type":"Series","props":{"category":"AQI","values":[78,42,55,63,49]}}}
+
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["incidents-card","deployments-card"]}}
+
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["incidents-head","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-head","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h4"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},"children":["incident-info","incident-sev"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"TextContent","props":{"text":{"$template":"**${type}**\n${location}"}}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","type":"Building Fire","location":"22 Elm St, Central","severity":"High"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","type":"Traffic Collision","location":"Ring Rd & Exit 4, North","severity":"Medium"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"i3","type":"Water Main Break","location":"Oak Ave, West","severity":"High"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","type":"Power Outage","location":"Harbor District, East","severity":"Low"}}
+
+{"op":"add","path":"/elements/deployments-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["deployments-head","deployments-list"]}}
+{"op":"add","path":"/elements/deployments-head","value":{"type":"Heading","props":{"text":"Emergency Vehicle Deployment","level":"h4"}}}
+{"op":"add","path":"/elements/deployments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/emergencyDeployments","key":"id"},"children":["deployment-item"]}}
+{"op":"add","path":"/elements/deployment-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},"children":["deployment-info","deployment-status"]}}
+{"op":"add","path":"/elements/deployment-info","value":{"type":"TextContent","props":{"text":{"$template":"**${unit}**\n${location}"}}}}
+{"op":"add","path":"/elements/deployment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/emergencyDeployments","value":[]}
+{"op":"add","path":"/state/emergencyDeployments/0","value":{"id":"e1","unit":"Fire Engine 7","location":"22 Elm St, Central","status":"On scene"}}
+{"op":"add","path":"/state/emergencyDeployments/1","value":{"id":"e2","unit":"Ambulance 12","location":"Ring Rd & Exit 4, North","status":"En route"}}
+{"op":"add","path":"/state/emergencyDeployments/2","value":{"id":"e3","unit":"Utility Crew 3","location":"Oak Ave, West","status":"On scene"}}
+
+{"op":"add","path":"/elements/reports-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["citizen-reports-card","add-report-card"]}}
+
+{"op":"add","path":"/elements/citizen-reports-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["reports-head","reports-list"]}}
+{"op":"add","path":"/elements/reports-head","value":{"type":"Heading","props":{"text":"Citizen Reports (Live)","level":"h4"}}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/citizenReports","key":"id"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"TextContent","props":{"text":{"$template":"**${category}** — ${message}\n_${location}_"}}}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"r1","category":"Pothole","message":"Large pothole damaging cars","location":"Maple Rd, South"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"r2","category":"Streetlight","message":"Light out for 3 nights","location":"3rd Ave, East"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"r3","category":"Graffiti","message":"Vandalism on transit stop","location":"Central Station"}}
+
+{"op":"add","path":"/elements/add-report-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["add-report-head","report-cat-input","report-msg-input","report-loc-input","report-submit"]}}
+{"op":"add","path":"/elements/add-report-head","value":{"type":"Heading","props":{"text":"Log New Report","level":"h4"}}}
+{"op":"add","path":"/elements/report-cat-input","value":{"type":"Input","props":{"name":"repCat","placeholder":"Category","value":{"$bindState":"/newReport/category"}}}}
+{"op":"add","path":"/elements/report-msg-input","value":{"type":"Input","props":{"name":"repMsg","placeholder":"Message","value":{"$bindState":"/newReport/message"}}}}
+{"op":"add","path":"/elements/report-loc-input","value":{"type":"Input","props":{"name":"repLoc","placeholder":"Location","value":{"$bindState":"/newReport/location"}}}}
+{"op":"add","path":"/elements/report-submit","value":{"type":"Button","props":{"label":"Add Report","variant":"secondary"},"on":{"press":{"action":"pushState","params":{"statePath":"/citizenReports","value":{"id":"$id","category":{"$state":"/newReport/category"},"message":{"$state":"/newReport/message"},"location":{"$state":"/newReport/location"}},"clearStatePath":"/newReport/message"}}}}}
+{"op":"add","path":"/state/newReport","value":{"category":"","message":"","location":""}}
+
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Public Events This Weekend","level":"h4"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-item"]},"repeat":{"statePath":"/events","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${venue} · ${when} · ~${attendance} attending"}}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"ev1","name":"Riverside Music Festival","venue":"Central Park","when":"Sat 2pm","attendance":8000}}
+{"op":"add","path":"/state/events/1","value":{"id":"ev2","name":"Farmers Market","venue":"North Square","when":"Sun 9am","attendance":1200}}
+{"op":"add","path":"/state/events/2","value":{"id":"ev3","name":"Marathon Qualifier","venue":"Harbor Loop","when":"Sun 7am","attendance":3500}}
+
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["roadworks-card","maintenance-card"]}}
+
+{"op":"add","path":"/elements/roadworks-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["roadworks-head","roadworks-list"]}}
+{"op":"add","path":"/elements/roadworks-head","value":{"type":"Heading","props":{"text":"Roadworks Planned This Month","level":"h4"}}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-item"]}}
+{"op":"add","path":"/elements/roadwork-item","value":{"type":"TextContent","props":{"text":{"$template":"**${road}** — ${dates}\n${detail}"}}}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"rw1","road":"Main St Resurfacing","dates":"Jun 3–7","detail":"Lane closures, Central"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"rw2","road":"Bridge Deck Repair","dates":"Jun 12–20","detail":"Harbor crossing, East"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"rw3","road":"Bike Lane Install","dates":"Jun 24–30","detail":"5th Ave, South"}}
+
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["maintenance-head","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-head","value":{"type":"Heading","props":{"text":"Infrastructure Due for Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-item"]}}
+{"op":"add","path":"/elements/maintenance-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","justify":"between","align":"center"},"children":["maintenance-info","maintenance-tag"]}}
+{"op":"add","path":"/elements/maintenance-info","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}**\nDue ${due}"}}}}
+{"op":"add","path":"/elements/maintenance-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Water Pump Station 4","due":"Jun 5","priority":"High"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","asset":"Traffic Signals — Grid B","due":"Jun 15","priority":"Medium"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"Sewer Line Sector 9","due":"Jun 22","priority":"High"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","asset":"Streetlight Circuit N-12","due":"Jun 28","priority":"Low"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..c7a1520ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,237 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary-row","zone-focus","incidents-sec","resources-sec","shelters-sec","routes-roads-sec","weather-sec","people-sec","volunteers-sec","donations-aid-sec","comms-hospitals-sec","tasks-sec","actions-sec"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Emergency Response Coordination Center","subtitle":"Live operational overview"}}}
+
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sev-summary","people-quick","donations-quick"]}}
+{"op":"add","path":"/elements/sev-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["sev-heading","sev-callout","sev-tags"]}}
+{"op":"add","path":"/elements/sev-heading","value":{"type":"Heading","props":{"text":"Overall Severity","level":"h4"}}}
+{"op":"add","path":"/elements/sev-callout","value":{"type":"Alert","props":{"title":{"$state":"/overall/level"},"description":{"$template":"${/overall/active} active incidents across ${/overall/zones} zones"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/sev-tags","value":{"type":"Card","props":{"direction":"row","gap":"xs","wrap":true},"children":["sev-t-crit","sev-t-high","sev-t-mod"]}}
+{"op":"add","path":"/elements/sev-t-crit","value":{"type":"Tag","props":{"text":{"$template":"Critical: ${/overall/critical}"},"variant":"danger"}}}
+{"op":"add","path":"/elements/sev-t-high","value":{"type":"Tag","props":{"text":{"$template":"High: ${/overall/high}"},"variant":"warning"}}}
+{"op":"add","path":"/elements/sev-t-mod","value":{"type":"Tag","props":{"text":{"$template":"Moderate: ${/overall/moderate}"},"variant":"info"}}}
+{"op":"add","path":"/state/overall","value":{"level":"CRITICAL","active":9,"zones":5,"critical":3,"high":4,"moderate":2}}
+
+{"op":"add","path":"/elements/people-quick","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["people-quick-h","people-quick-resc","people-quick-cas"]}}
+{"op":"add","path":"/elements/people-quick-h","value":{"type":"Heading","props":{"text":"People","level":"h4"}}}
+{"op":"add","path":"/elements/people-quick-resc","value":{"type":"TextContent","props":{"text":{"$template":"**Rescued:** ${/people/rescued}"},"size":"large"}}}
+{"op":"add","path":"/elements/people-quick-cas","value":{"type":"TextContent","props":{"text":{"$template":"**Casualties:** ${/people/casualties}"},"size":"large"}}}
+{"op":"add","path":"/state/people","value":{"rescued":428,"casualties":17,"missing":23,"injured":86}}
+
+{"op":"add","path":"/elements/donations-quick","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["don-quick-h","don-quick-total"]}}
+{"op":"add","path":"/elements/don-quick-h","value":{"type":"Heading","props":{"text":"Donations Received","level":"h4"}}}
+{"op":"add","path":"/elements/don-quick-total","value":{"type":"TextContent","props":{"text":{"$template":"**Total:** $${/donations/total}"},"size":"large"}}}
+{"op":"add","path":"/state/donations","value":{"total":"1,248,500"}}
+
+{"op":"add","path":"/elements/zone-focus","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","wrap":true},"children":["zone-focus-label","zone-focus-select","zone-focus-current"]}}
+{"op":"add","path":"/elements/zone-focus-label","value":{"type":"Label","props":{"text":"Focus on Zone:"}}}
+{"op":"add","path":"/elements/zone-focus-select","value":{"type":"Select","props":{"name":"focusZone","placeholder":"Select a zone","value":{"$bindState":"/focusedZone"},"items":["zf-all","zf-a","zf-b","zf-c","zf-d","zf-e"]}}}
+{"op":"add","path":"/elements/zf-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Zones"}}}
+{"op":"add","path":"/elements/zf-a","value":{"type":"SelectItem","props":{"value":"Zone A - Riverside","label":"Zone A - Riverside"}}}
+{"op":"add","path":"/elements/zf-b","value":{"type":"SelectItem","props":{"value":"Zone B - Downtown","label":"Zone B - Downtown"}}}
+{"op":"add","path":"/elements/zf-c","value":{"type":"SelectItem","props":{"value":"Zone C - Hillcrest","label":"Zone C - Hillcrest"}}}
+{"op":"add","path":"/elements/zf-d","value":{"type":"SelectItem","props":{"value":"Zone D - Harbor","label":"Zone D - Harbor"}}}
+{"op":"add","path":"/elements/zf-e","value":{"type":"SelectItem","props":{"value":"Zone E - Northgate","label":"Zone E - Northgate"}}}
+{"op":"add","path":"/elements/zone-focus-current","value":{"type":"Tag","props":{"text":{"$template":"Focused: ${/focusedZone}"},"variant":"info"}}}
+{"op":"add","path":"/state/focusedZone","value":"All"}
+
+{"op":"add","path":"/elements/incidents-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-h","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-h","value":{"type":"Heading","props":{"text":"1. Active Incidents by Zone","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["incident-info","incident-sev"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"TextContent","props":{"text":{"$template":"**${zone}** — ${type}"}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","zone":"Zone A - Riverside","type":"Flash Flooding","severity":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"i2","zone":"Zone B - Downtown","type":"Structural Collapse","severity":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"i3","zone":"Zone C - Hillcrest","type":"Wildfire Spread","severity":"High","variant":"warning"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"i4","zone":"Zone D - Harbor","type":"Chemical Leak","severity":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/incidents/4","value":{"id":"i5","zone":"Zone E - Northgate","type":"Power Outage","severity":"Moderate","variant":"info"}}
+
+{"op":"add","path":"/elements/resources-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["resources-h","resources-row"]}}
+{"op":"add","path":"/elements/resources-h","value":{"type":"Heading","props":{"text":"3. Resources Available","level":"h3"}}}
+{"op":"add","path":"/elements/resources-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["res-vehicles","res-personnel","res-supplies"]}}
+{"op":"add","path":"/elements/res-vehicles","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["res-veh-h","res-veh-v"]}}
+{"op":"add","path":"/elements/res-veh-h","value":{"type":"Label","props":{"text":"Vehicles"}}}
+{"op":"add","path":"/elements/res-veh-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/vehicles} available"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/res-personnel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["res-per-h","res-per-v"]}}
+{"op":"add","path":"/elements/res-per-h","value":{"type":"Label","props":{"text":"Personnel"}}}
+{"op":"add","path":"/elements/res-per-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/personnel} on call"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/res-supplies","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["res-sup-h","res-sup-v"]}}
+{"op":"add","path":"/elements/res-sup-h","value":{"type":"Label","props":{"text":"Supply Units"}}}
+{"op":"add","path":"/elements/res-sup-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/supplies} units"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/resources","value":{"vehicles":42,"personnel":316,"supplies":1875}}
+
+{"op":"add","path":"/elements/shelters-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shelters-h","shelters-list"]}}
+{"op":"add","path":"/elements/shelters-h","value":{"type":"Heading","props":{"text":"4. Shelters — Capacity & Occupancy","level":"h3"}}}
+{"op":"add","path":"/elements/shelters-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"repeat":{"statePath":"/shelters","key":"id"},"children":["shelter-row"]}}
+{"op":"add","path":"/elements/shelter-row","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["shelter-name","shelter-prog"]}}
+{"op":"add","path":"/elements/shelter-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${occupancy}/${capacity}"}}}
+{"op":"add","path":"/elements/shelter-prog","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$item":"status"}}}}
+{"op":"add","path":"/state/shelters","value":[]}
+{"op":"add","path":"/state/shelters/0","value":{"id":"s1","name":"Central High Gym","capacity":500,"occupancy":465,"pct":93,"status":"Near full"}}
+{"op":"add","path":"/state/shelters/1","value":{"id":"s2","name":"Riverside Community Hall","capacity":300,"occupancy":180,"pct":60,"status":"Space available"}}
+{"op":"add","path":"/state/shelters/2","value":{"id":"s3","name":"Northgate Church","capacity":200,"occupancy":200,"pct":100,"status":"At capacity"}}
+{"op":"add","path":"/state/shelters/3","value":{"id":"s4","name":"Harbor Recreation Center","capacity":400,"occupancy":215,"pct":54,"status":"Space available"}}
+
+{"op":"add","path":"/elements/routes-roads-sec","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["routes-sec","roads-sec"]}}
+{"op":"add","path":"/elements/routes-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["routes-h","routes-list"]}}
+{"op":"add","path":"/elements/routes-h","value":{"type":"Heading","props":{"text":"5. Evacuation Routes","level":"h4"}}}
+{"op":"add","path":"/elements/routes-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/routes","key":"id"},"children":["route-row"]}}
+{"op":"add","path":"/elements/route-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["route-name","route-status"]}}
+{"op":"add","path":"/elements/route-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/route-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/routes","value":[]}
+{"op":"add","path":"/state/routes/0","value":{"id":"r1","name":"Route 1 - Riverside Bridge","status":"Open","variant":"success"}}
+{"op":"add","path":"/state/routes/1","value":{"id":"r2","name":"Route 2 - Highway 9 North","status":"Congested","variant":"warning"}}
+{"op":"add","path":"/state/routes/2","value":{"id":"r3","name":"Route 3 - Harbor Tunnel","status":"Closed","variant":"danger"}}
+{"op":"add","path":"/state/routes/3","value":{"id":"r4","name":"Route 4 - Hillcrest Pass","status":"Open","variant":"success"}}
+
+{"op":"add","path":"/elements/roads-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["roads-h","roads-list"]}}
+{"op":"add","path":"/elements/roads-h","value":{"type":"Heading","props":{"text":"12. Roads Closed","level":"h4"}}}
+{"op":"add","path":"/elements/roads-list","value":{"type":"ListBlock","props":{},"repeat":{"statePath":"/roadsClosed","key":"id"},"children":["road-item"]}}
+{"op":"add","path":"/elements/road-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$item":"reason"}}}}
+{"op":"add","path":"/state/roadsClosed","value":[]}
+{"op":"add","path":"/state/roadsClosed/0","value":{"id":"rc1","name":"Main St & 5th Ave","reason":"Flooding"}}
+{"op":"add","path":"/state/roadsClosed/1","value":{"id":"rc2","name":"Harbor Blvd","reason":"Chemical hazard zone"}}
+{"op":"add","path":"/state/roadsClosed/2","value":{"id":"rc3","name":"Elm Street underpass","reason":"Debris / collapse"}}
+
+{"op":"add","path":"/elements/weather-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-h","weather-chart","weather-temp-series","weather-rain-series"]}}
+{"op":"add","path":"/elements/weather-h","value":{"type":"Heading","props":{"text":"6. Weather Forecast — Next 48 Hours","level":"h3"}}}
+{"op":"add","path":"/elements/weather-chart","value":{"type":"LineChart","props":{"labels":["0h","6h","12h","18h","24h","30h","36h","42h","48h"],"series":["weather-temp-series","weather-rain-series"],"variant":"natural","xLabel":"Time","yLabel":"Value"}}}
+{"op":"add","path":"/elements/weather-temp-series","value":{"type":"Series","props":{"category":"Temp (°C)","values":[14,12,11,13,16,15,12,10,11]}}}
+{"op":"add","path":"/elements/weather-rain-series","value":{"type":"Series","props":{"category":"Rain (mm)","values":[8,15,22,18,10,25,30,20,12]}}}
+
+{"op":"add","path":"/elements/people-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["people-sec-h","people-sec-row"]}}
+{"op":"add","path":"/elements/people-sec-h","value":{"type":"Heading","props":{"text":"7. People Rescued & Casualties","level":"h3"}}}
+{"op":"add","path":"/elements/people-sec-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["ppl-resc","ppl-cas","ppl-miss","ppl-inj"]}}
+{"op":"add","path":"/elements/ppl-resc","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["ppl-resc-l","ppl-resc-v"]}}
+{"op":"add","path":"/elements/ppl-resc-l","value":{"type":"Label","props":{"text":"Rescued"}}}
+{"op":"add","path":"/elements/ppl-resc-v","value":{"type":"TextContent","props":{"text":{"$state":"/people/rescued"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ppl-cas","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["ppl-cas-l","ppl-cas-v"]}}
+{"op":"add","path":"/elements/ppl-cas-l","value":{"type":"Label","props":{"text":"Casualties"}}}
+{"op":"add","path":"/elements/ppl-cas-v","value":{"type":"TextContent","props":{"text":{"$state":"/people/casualties"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ppl-miss","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["ppl-miss-l","ppl-miss-v"]}}
+{"op":"add","path":"/elements/ppl-miss-l","value":{"type":"Label","props":{"text":"Missing"}}}
+{"op":"add","path":"/elements/ppl-miss-v","value":{"type":"TextContent","props":{"text":{"$state":"/people/missing"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/ppl-inj","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"none"},"children":["ppl-inj-l","ppl-inj-v"]}}
+{"op":"add","path":"/elements/ppl-inj-l","value":{"type":"Label","props":{"text":"Injured"}}}
+{"op":"add","path":"/elements/ppl-inj-v","value":{"type":"TextContent","props":{"text":{"$state":"/people/injured"},"size":"large-heavy"}}}
+
+{"op":"add","path":"/elements/volunteers-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volunteers-h","volunteers-list"]}}
+{"op":"add","path":"/elements/volunteers-h","value":{"type":"Heading","props":{"text":"8. Volunteers on Duty","level":"h3"}}}
+{"op":"add","path":"/elements/volunteers-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/volunteers","key":"id"},"children":["vol-row"]}}
+{"op":"add","path":"/elements/vol-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["vol-name","vol-assign"]}}
+{"op":"add","path":"/elements/vol-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"}}}}
+{"op":"add","path":"/elements/vol-assign","value":{"type":"Tag","props":{"text":{"$item":"assignment"},"variant":"neutral"}}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"v1","name":"Maria Gomez","assignment":"Shelter A - Registration"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"v2","name":"James Okoro","assignment":"Zone B - Search & Rescue"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"v3","name":"Aisha Rahman","assignment":"Medical Triage"}}
+{"op":"add","path":"/state/volunteers/3","value":{"id":"v4","name":"Chen Wei","assignment":"Supply Distribution"}}
+
+{"op":"add","path":"/elements/donations-aid-sec","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["donations-sec","aid-sec"]}}
+{"op":"add","path":"/elements/donations-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["don-sec-h","don-list"]}}
+{"op":"add","path":"/elements/don-sec-h","value":{"type":"Heading","props":{"text":"9. Donations Received","level":"h4"}}}
+{"op":"add","path":"/elements/don-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/donationsList","key":"id"},"children":["don-row"]}}
+{"op":"add","path":"/elements/don-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["don-src","don-amt"]}}
+{"op":"add","path":"/elements/don-src","value":{"type":"TextContent","props":{"text":{"$item":"source"}}}}
+{"op":"add","path":"/elements/don-amt","value":{"type":"Tag","props":{"text":{"$item":"amount"},"variant":"success"}}}
+{"op":"add","path":"/state/donationsList","value":[]}
+{"op":"add","path":"/state/donationsList/0","value":{"id":"d1","source":"Red Cross Grant","amount":"$500,000"}}
+{"op":"add","path":"/state/donationsList/1","value":{"id":"d2","source":"City Emergency Fund","amount":"$400,000"}}
+{"op":"add","path":"/state/donationsList/2","value":{"id":"d3","source":"Public Campaign","amount":"$248,500"}}
+{"op":"add","path":"/state/donationsList/3","value":{"id":"d4","source":"Corporate Supplies","amount":"$100,000"}}
+
+{"op":"add","path":"/elements/aid-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["aid-h","aid-list"]}}
+{"op":"add","path":"/elements/aid-h","value":{"type":"Heading","props":{"text":"10. Aid Requests Awaiting Action","level":"h4"}}}
+{"op":"add","path":"/elements/aid-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-row"]}}
+{"op":"add","path":"/elements/aid-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["aid-info","aid-pri"]}}
+{"op":"add","path":"/elements/aid-info","value":{"type":"TextContent","props":{"text":{"$template":"**${zone}** — ${need}"}}}}
+{"op":"add","path":"/elements/aid-pri","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"a1","zone":"Zone A","need":"Water & food (500 units)","priority":"Urgent","variant":"danger"}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"a2","zone":"Zone D","need":"Hazmat suits (30)","priority":"Urgent","variant":"danger"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"a3","zone":"Zone C","need":"Blankets (200)","priority":"Normal","variant":"info"}}
+
+{"op":"add","path":"/elements/comms-hospitals-sec","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["comms-sec","hospitals-sec"]}}
+{"op":"add","path":"/elements/comms-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["comms-h","comms-list"]}}
+{"op":"add","path":"/elements/comms-h","value":{"type":"Heading","props":{"text":"11. Communication Channels","level":"h4"}}}
+{"op":"add","path":"/elements/comms-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/comms","key":"id"},"children":["comm-row"]}}
+{"op":"add","path":"/elements/comm-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["comm-name","comm-status"]}}
+{"op":"add","path":"/elements/comm-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/comm-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/comms","value":[]}
+{"op":"add","path":"/state/comms/0","value":{"id":"c1","name":"Radio Dispatch","status":"Up","variant":"success"}}
+{"op":"add","path":"/state/comms/1","value":{"id":"c2","name":"Cellular Network","status":"Degraded","variant":"warning"}}
+{"op":"add","path":"/state/comms/2","value":{"id":"c3","name":"Satellite Phone","status":"Up","variant":"success"}}
+{"op":"add","path":"/state/comms/3","value":{"id":"c4","name":"Internet / VoIP","status":"Down","variant":"danger"}}
+
+{"op":"add","path":"/elements/hospitals-sec","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["hosp-h","hosp-list"]}}
+{"op":"add","path":"/elements/hosp-h","value":{"type":"Heading","props":{"text":"13. Nearby Hospitals — Free Beds","level":"h4"}}}
+{"op":"add","path":"/elements/hosp-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/hospitals","key":"id"},"children":["hosp-row"]}}
+{"op":"add","path":"/elements/hosp-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["hosp-name","hosp-beds"]}}
+{"op":"add","path":"/elements/hosp-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/hosp-beds","value":{"type":"Tag","props":{"text":{"$template":"${freeBeds} free"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/hospitals","value":[]}
+{"op":"add","path":"/state/hospitals/0","value":{"id":"h1","name":"St. Mary's General","freeBeds":42,"variant":"success"}}
+{"op":"add","path":"/state/hospitals/1","value":{"id":"h2","name":"Harbor Medical Center","freeBeds":8,"variant":"warning"}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"h3","name":"Northgate Regional","freeBeds":0,"variant":"danger"}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"h4","name":"Riverside Clinic","freeBeds":15,"variant":"success"}}
+
+{"op":"add","path":"/elements/tasks-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tasks-h","tasks-list"]}}
+{"op":"add","path":"/elements/tasks-h","value":{"type":"Heading","props":{"text":"14. Open Tasks","level":"h3"}}}
+{"op":"add","path":"/elements/tasks-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/tasks","key":"id"},"children":["task-row"]}}
+{"op":"add","path":"/elements/task-row","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["task-title","task-assignee"]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"TextContent","props":{"text":{"$item":"title"}}}}
+{"op":"add","path":"/elements/task-assignee","value":{"type":"Badge","props":{"text":{"$template":"${assignee}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/tasks","value":[]}
+{"op":"add","path":"/state/tasks/0","value":{"id":"t1","title":"Clear debris on Elm St","assignee":"Team Bravo"}}
+{"op":"add","path":"/state/tasks/1","value":{"id":"t2","title":"Restock Central High shelter","assignee":"Chen Wei"}}
+{"op":"add","path":"/state/tasks/2","value":{"id":"t3","title":"Set up satellite comms Zone D","assignee":"Signal Unit"}}
+{"op":"add","path":"/state/tasks/3","value":{"id":"t4","title":"Evacuate Harbor high-rise","assignee":"James Okoro"}}
+
+{"op":"add","path":"/elements/actions-sec","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["actions-h","actions-tabs"]}}
+{"op":"add","path":"/elements/actions-h","value":{"type":"Heading","props":{"text":"Command Actions","level":"h3"}}}
+{"op":"add","path":"/elements/actions-tabs","value":{"type":"Tabs","props":{"items":["tab-resource","tab-broadcast","tab-sitrep"]},"children":[]}}
+
+{"op":"add","path":"/elements/tab-resource","value":{"type":"TabItem","props":{"value":"resource","trigger":"Request Resources","content":["resource-form"]}}}
+{"op":"add","path":"/elements/resource-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rf-heading","rf-type-fc","rf-qty-fc","rf-submit","rf-callout"]}}
+{"op":"add","path":"/elements/rf-heading","value":{"type":"TextContent","props":{"text":"15. Request more resources"}}}
+{"op":"add","path":"/elements/rf-type-fc","value":{"type":"FormControl","props":{"label":"Resource Type","input":"rf-type-select"}}}
+{"op":"add","path":"/elements/rf-type-select","value":{"type":"Select","props":{"name":"resType","placeholder":"Select type","value":{"$bindState":"/resReq/type"},"items":["rt-veh","rt-per","rt-sup","rt-med"]}}}
+{"op":"add","path":"/elements/rt-veh","value":{"type":"SelectItem","props":{"value":"Vehicles","label":"Vehicles"}}}
+{"op":"add","path":"/elements/rt-per","value":{"type":"SelectItem","props":{"value":"Personnel","label":"Personnel"}}}
+{"op":"add","path":"/elements/rt-sup","value":{"type":"SelectItem","props":{"value":"Supplies","label":"Supplies"}}}
+{"op":"add","path":"/elements/rt-med","value":{"type":"SelectItem","props":{"value":"Medical Kits","label":"Medical Kits"}}}
+{"op":"add","path":"/elements/rf-qty-fc","value":{"type":"FormControl","props":{"label":"Quantity","input":"rf-qty-input"}}}
+{"op":"add","path":"/elements/rf-qty-input","value":{"type":"Input","props":{"name":"resQty","type":"number","placeholder":"e.g. 10","value":{"$bindState":"/resReq/qty"}}}}
+{"op":"add","path":"/elements/rf-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/aidRequests","value":{"id":"$id","zone":{"$state":"/focusedZone"},"need":{"$template":"${/resReq/type} (${/resReq/qty})"},"priority":"Urgent","variant":"danger"}}}}}}
+{"op":"add","path":"/elements/rf-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Note","description":"Submitted requests are added to the Aid Requests queue."}}}
+{"op":"add","path":"/state/resReq","value":{"type":"Vehicles","qty":"10"}}
+
+{"op":"add","path":"/elements/tab-broadcast","value":{"type":"TabItem","props":{"value":"broadcast","trigger":"Broadcast Update","content":["broadcast-form"]}}}
+{"op":"add","path":"/elements/broadcast-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["bf-heading","bf-msg-fc","bf-submit","bf-log"]}}
+{"op":"add","path":"/elements/bf-heading","value":{"type":"TextContent","props":{"text":"16. Broadcast an update"}}}
+{"op":"add","path":"/elements/bf-msg-fc","value":{"type":"FormControl","props":{"label":"Message","input":"bf-msg-input"}}}
+{"op":"add","path":"/elements/bf-msg-input","value":{"type":"TextArea","props":{"name":"broadcastMsg","rows":3,"placeholder":"Type your broadcast message...","value":{"$bindState":"/broadcastMsg"}}}}
+{"op":"add","path":"/elements/bf-submit","value":{"type":"Button","props":{"label":"Send Broadcast","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/broadcasts","value":{"id":"$id","message":{"$state":"/broadcastMsg"}},"clearStatePath":"/broadcastMsg"}}}}}
+{"op":"add","path":"/elements/bf-log","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/broadcasts","key":"id"},"children":["bf-log-item"]}}
+{"op":"add","path":"/elements/bf-log-item","value":{"type":"TextContent","props":{"text":{"$template":"📢 ${message}"}}}}
+{"op":"add","path":"/state/broadcastMsg","value":""}
+{"op":"add","path":"/state/broadcasts","value":[]}
+{"op":"add","path":"/state/broadcasts/0","value":{"id":"b1","message":"All units: shelter Central High at 93% capacity, redirect new arrivals to Harbor Rec Center."}}
+
+{"op":"add","path":"/elements/tab-sitrep","value":{"type":"TabItem","props":{"value":"sitrep","trigger":"File Situation Report","content":["sitrep-form"]}}}
+{"op":"add","path":"/elements/sitrep-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["sr-heading","sr-title-fc","sr-body-fc","sr-submit","sr-log"]}}
+{"op":"add","path":"/elements/sr-heading","value":{"type":"TextContent","props":{"text":"18. File a situation report"}}}
+{"op":"add","path":"/elements/sr-title-fc","value":{"type":"FormControl","props":{"label":"Report Title","input":"sr-title-input"}}}
+{"op":"add","path":"/elements/sr-title-input","value":{"type":"Input","props":{"name":"srTitle","placeholder":"e.g. Zone A Flood Update","value":{"$bindState":"/sitrep/title"}}}}
+{"op":"add","path":"/elements/sr-body-fc","value":{"type":"FormControl","props":{"label":"Details","input":"sr-body-input"}}}
+{"op":"add","path":"/elements/sr-body-input","value":{"type":"TextArea","props":{"name":"srBody","rows":4,"placeholder":"Describe the current situation...","value":{"$bindState":"/sitrep/body"}}}}
+{"op":"add","path":"/elements/sr-submit","value":{"type":"Button","props":{"label":"File Report","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","title":{"$state":"/sitrep/title"},"body":{"$state":"/sitrep/body"}},"clearStatePath":"/sitrep/title"}}}}}
+{"op":"add","path":"/elements/sr-log","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/sitreps","key":"id"},"children":["sr-log-item"]}}
+{"op":"add","path":"/elements/sr-log-item","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** — ${body}"}}}}
+{"op":"add","path":"/state/sitrep","value":{"title":"","body":""}}
+{"op":"add","path":"/state/sitreps","value":[]}
+{"op":"add","path":"/state/sitreps/0","value":{"id":"sr1","title":"0600 Morning Briefing","body":"Flood levels stabilizing in Zone A. Chemical leak in Zone D contained. 428 rescued to date."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..804c6fb62
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,204 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","actions","incidents","resources","shelters","routes","weather","rescue","volunteers","donations","aid","comms","roads","hospitals","tasks"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Emergency Response Coordination Center","subtitle":"Live operational overview"}}}
+
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["summary-head","summary-callouts","summary-metrics"]}}
+{"op":"add","path":"/elements/summary-head","value":{"type":"Heading","props":{"text":"Overall Severity Summary","level":"h3"}}}
+{"op":"add","path":"/elements/summary-callouts","value":{"type":"Alert","props":{"title":"Overall Status: CRITICAL","description":"3 zones at high severity. Coordinated response active across all sectors.","variant":"destructive"}}}
+{"op":"add","path":"/elements/summary-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sm-1","sm-2","sm-3","sm-4"]}}
+{"op":"add","path":"/elements/sm-1","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["sm-1a","sm-1b"]}}
+{"op":"add","path":"/elements/sm-1a","value":{"type":"TextContent","props":{"text":"Active Incidents","size":"small"}}}
+{"op":"add","path":"/elements/sm-1b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/incidents}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sm-2","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["sm-2a","sm-2b"]}}
+{"op":"add","path":"/elements/sm-2a","value":{"type":"TextContent","props":{"text":"Critical Zones","size":"small"}}}
+{"op":"add","path":"/elements/sm-2b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/critical}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sm-3","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["sm-3a","sm-3b"]}}
+{"op":"add","path":"/elements/sm-3a","value":{"type":"TextContent","props":{"text":"People Rescued","size":"small"}}}
+{"op":"add","path":"/elements/sm-3b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/rescued}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/sm-4","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["sm-4a","sm-4b"]}}
+{"op":"add","path":"/elements/sm-4a","value":{"type":"TextContent","props":{"text":"Casualties","size":"small"}}}
+{"op":"add","path":"/elements/sm-4b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/casualties}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/summary","value":{"incidents":6,"critical":3,"rescued":428,"casualties":37}}
+
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["act-resource","act-broadcast","act-focus","act-sitrep"]}}
+
+{"op":"add","path":"/elements/act-resource","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Resources","title":"Request More Resources","description":"Specify resource type and quantity needed.","triggerVariant":"default","content":["rr-type","rr-qty","rr-submit"]}}}
+{"op":"add","path":"/elements/rr-type","value":{"type":"FormControl","props":{"label":"Resource Type","input":"rr-type-input"}}}
+{"op":"add","path":"/elements/rr-type-input","value":{"type":"Select","props":{"name":"resourceType","placeholder":"Select type","value":{"$bindState":"/request/type"},"items":["rr-opt-1","rr-opt-2","rr-opt-3","rr-opt-4"]}}}
+{"op":"add","path":"/elements/rr-opt-1","value":{"type":"SelectItem","props":{"value":"vehicles","label":"Vehicles"}}}
+{"op":"add","path":"/elements/rr-opt-2","value":{"type":"SelectItem","props":{"value":"personnel","label":"Personnel"}}}
+{"op":"add","path":"/elements/rr-opt-3","value":{"type":"SelectItem","props":{"value":"supplies","label":"Supplies"}}}
+{"op":"add","path":"/elements/rr-opt-4","value":{"type":"SelectItem","props":{"value":"medical","label":"Medical"}}}
+{"op":"add","path":"/elements/rr-qty","value":{"type":"FormControl","props":{"label":"Quantity","input":"rr-qty-input"}}}
+{"op":"add","path":"/elements/rr-qty-input","value":{"type":"Input","props":{"name":"quantity","type":"number","placeholder":"0","value":{"$bindState":"/request/qty"}}}}
+{"op":"add","path":"/elements/rr-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/aidRequests","value":{"id":"$id","type":{"$state":"/request/type"},"qty":{"$state":"/request/qty"},"status":"Pending"}}}}}}
+{"op":"add","path":"/state/request","value":{"type":"","qty":""}}
+
+{"op":"add","path":"/elements/act-broadcast","value":{"type":"DialogBlock","props":{"triggerLabel":"Broadcast Update","title":"Broadcast Update","description":"Send a message to all channels.","triggerVariant":"secondary","content":["bc-msg","bc-submit"]}}}
+{"op":"add","path":"/elements/bc-msg","value":{"type":"FormControl","props":{"label":"Message","input":"bc-msg-input"}}}
+{"op":"add","path":"/elements/bc-msg-input","value":{"type":"TextArea","props":{"name":"broadcast","rows":4,"placeholder":"Enter update message...","value":{"$bindState":"/broadcast/message"}}}}
+{"op":"add","path":"/elements/bc-submit","value":{"type":"Button","props":{"label":"Send Broadcast","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/broadcast/sent","value":true}}}}}
+{"op":"add","path":"/state/broadcast","value":{"message":"","sent":false}}
+
+{"op":"add","path":"/elements/act-focus","value":{"type":"DialogBlock","props":{"triggerLabel":"Focus Zone","title":"Focus on Zone","description":"Concentrate the operational view on a single zone.","triggerVariant":"outline","content":["fz-select","fz-submit"]}}}
+{"op":"add","path":"/elements/fz-select","value":{"type":"FormControl","props":{"label":"Zone","input":"fz-input"}}}
+{"op":"add","path":"/elements/fz-input","value":{"type":"Select","props":{"name":"zone","placeholder":"Select zone","value":{"$bindState":"/focusZone"},"items":["fz-1","fz-2","fz-3","fz-4"]}}}
+{"op":"add","path":"/elements/fz-1","value":{"type":"SelectItem","props":{"value":"Zone A","label":"Zone A - Riverside"}}}
+{"op":"add","path":"/elements/fz-2","value":{"type":"SelectItem","props":{"value":"Zone B","label":"Zone B - Downtown"}}}
+{"op":"add","path":"/elements/fz-3","value":{"type":"SelectItem","props":{"value":"Zone C","label":"Zone C - Hillcrest"}}}
+{"op":"add","path":"/elements/fz-4","value":{"type":"SelectItem","props":{"value":"Zone D","label":"Zone D - Harbor"}}}
+{"op":"add","path":"/elements/fz-submit","value":{"type":"Button","props":{"label":"Apply Focus","variant":"primary"}}}
+{"op":"add","path":"/state/focusZone","value":""}
+
+{"op":"add","path":"/elements/act-sitrep","value":{"type":"DialogBlock","props":{"triggerLabel":"File Situation Report","title":"Situation Report","description":"File a situation report for the record.","triggerVariant":"outline","content":["sr-title","sr-body","sr-submit"]}}}
+{"op":"add","path":"/elements/sr-title","value":{"type":"FormControl","props":{"label":"Report Title","input":"sr-title-input"}}}
+{"op":"add","path":"/elements/sr-title-input","value":{"type":"Input","props":{"name":"sitrepTitle","placeholder":"e.g. Zone A Update","value":{"$bindState":"/sitrep/title"}}}}
+{"op":"add","path":"/elements/sr-body","value":{"type":"FormControl","props":{"label":"Details","input":"sr-body-input"}}}
+{"op":"add","path":"/elements/sr-body-input","value":{"type":"TextArea","props":{"name":"sitrepBody","rows":5,"placeholder":"Describe the current situation...","value":{"$bindState":"/sitrep/body"}}}}
+{"op":"add","path":"/elements/sr-submit","value":{"type":"Button","props":{"label":"File Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/sitrep/filed","value":true}}}}}
+{"op":"add","path":"/state/sitrep","value":{"title":"","body":"","filed":false}}
+
+{"op":"add","path":"/elements/incidents","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["inc-head","inc-list"]}}
+{"op":"add","path":"/elements/inc-head","value":{"type":"Heading","props":{"text":"Active Incidents by Zone","level":"h3"}}}
+{"op":"add","path":"/elements/inc-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["inc-row"]}}
+{"op":"add","path":"/elements/inc-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["inc-info","inc-sev"]}}
+{"op":"add","path":"/elements/inc-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["inc-zone","inc-type"]}}
+{"op":"add","path":"/elements/inc-zone","value":{"type":"TextContent","props":{"text":{"$template":"${zone}"},"size":"default"}}}
+{"op":"add","path":"/elements/inc-type","value":{"type":"TextContent","props":{"text":{"$template":"${type}"},"size":"small"}}}
+{"op":"add","path":"/elements/inc-sev","value":{"type":"Badge","props":{"text":{"$template":"${severity}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"1","zone":"Zone A - Riverside","type":"Flash flooding","severity":"Critical"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"2","zone":"Zone B - Downtown","type":"Structural collapse","severity":"Critical"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"3","zone":"Zone C - Hillcrest","type":"Wildfire spread","severity":"High"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"4","zone":"Zone D - Harbor","type":"Chemical leak","severity":"High"}}
+{"op":"add","path":"/state/incidents/4","value":{"id":"5","zone":"Zone A - Riverside","type":"Power outage","severity":"Moderate"}}
+{"op":"add","path":"/state/incidents/5","value":{"id":"6","zone":"Zone C - Hillcrest","type":"Road washout","severity":"Moderate"}}
+
+{"op":"add","path":"/elements/resources","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["res-head","res-grid"]}}
+{"op":"add","path":"/elements/res-head","value":{"type":"Heading","props":{"text":"Available Resources","level":"h3"}}}
+{"op":"add","path":"/elements/res-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["res-veh","res-pers","res-sup"]}}
+{"op":"add","path":"/elements/res-veh","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["res-veh-l","res-veh-v"]}}
+{"op":"add","path":"/elements/res-veh-l","value":{"type":"TextContent","props":{"text":"Vehicles","size":"small"}}}
+{"op":"add","path":"/elements/res-veh-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/vehicles} available"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/res-pers","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["res-pers-l","res-pers-v"]}}
+{"op":"add","path":"/elements/res-pers-l","value":{"type":"TextContent","props":{"text":"Personnel","size":"small"}}}
+{"op":"add","path":"/elements/res-pers-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/personnel} on duty"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/res-sup","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["res-sup-l","res-sup-v"]}}
+{"op":"add","path":"/elements/res-sup-l","value":{"type":"TextContent","props":{"text":"Supply Units","size":"small"}}}
+{"op":"add","path":"/elements/res-sup-v","value":{"type":"TextContent","props":{"text":{"$template":"${/resources/supplies} units"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/resources","value":{"vehicles":42,"personnel":318,"supplies":1250}}
+
+{"op":"add","path":"/elements/shelters","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["sh-head","sh-list"]}}
+{"op":"add","path":"/elements/sh-head","value":{"type":"Heading","props":{"text":"Shelters — Capacity & Occupancy","level":"h3"}}}
+{"op":"add","path":"/elements/sh-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/shelters","key":"id"},"children":["sh-row"]}}
+{"op":"add","path":"/elements/sh-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sh-name","sh-prog"]}}
+{"op":"add","path":"/elements/sh-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${occupancy}/${capacity}"},"size":"default"}}}
+{"op":"add","path":"/elements/sh-prog","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"${pct}% full"}}}}
+{"op":"add","path":"/state/shelters","value":[]}
+{"op":"add","path":"/state/shelters/0","value":{"id":"1","name":"Central High Gym","capacity":500,"occupancy":420,"pct":84}}
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+{"op":"add","path":"/state/shelters/3","value":{"id":"4","name":"Hillcrest Church Hall","capacity":200,"occupancy":180,"pct":90}}
+
+{"op":"add","path":"/elements/routes","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rt-head","rt-list"]}}
+{"op":"add","path":"/elements/rt-head","value":{"type":"Heading","props":{"text":"Evacuation Route Status","level":"h3"}}}
+{"op":"add","path":"/elements/rt-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/routes","key":"id"},"children":["rt-row"]}}
+{"op":"add","path":"/elements/rt-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["rt-name","rt-status"]}}
+{"op":"add","path":"/elements/rt-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"}}}
+{"op":"add","path":"/elements/rt-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/routes","value":[]}
+{"op":"add","path":"/state/routes/0","value":{"id":"1","name":"Route 1 — North Bridge","status":"Open"}}
+{"op":"add","path":"/state/routes/1","value":{"id":"2","name":"Route 2 — Coastal Hwy","status":"Congested"}}
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+{"op":"add","path":"/state/routes/3","value":{"id":"4","name":"Route 4 — East Tunnel","status":"Open"}}
+
+{"op":"add","path":"/elements/weather","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["wx-head","wx-chart"]}}
+{"op":"add","path":"/elements/wx-head","value":{"type":"Heading","props":{"text":"48-Hour Weather Forecast","level":"h3"}}}
+{"op":"add","path":"/elements/wx-chart","value":{"type":"LineChart","props":{"labels":["0h","6h","12h","18h","24h","30h","36h","42h","48h"],"series":["wx-temp","wx-rain"],"variant":"natural","xLabel":"Hours ahead","yLabel":"Value"}}}
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+{"op":"add","path":"/elements/wx-rain","value":{"type":"Series","props":{"category":"Rain (mm)","values":[8,20,35,28,15,22,40,30,18]}}}
+
+{"op":"add","path":"/elements/rescue","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rsc-head","rsc-grid"]}}
+{"op":"add","path":"/elements/rsc-head","value":{"type":"Heading","props":{"text":"Rescue & Casualty Totals","level":"h3"}}}
+{"op":"add","path":"/elements/rsc-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["rsc-1","rsc-2"]}}
+{"op":"add","path":"/elements/rsc-1","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["rsc-1a","rsc-1b"]}}
+{"op":"add","path":"/elements/rsc-1a","value":{"type":"TextContent","props":{"text":"People Rescued","size":"small"}}}
+{"op":"add","path":"/elements/rsc-1b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/rescued}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/rsc-2","value":{"type":"Card","props":{"variant":"sunk","direction":"column"},"children":["rsc-2a","rsc-2b"]}}
+{"op":"add","path":"/elements/rsc-2a","value":{"type":"TextContent","props":{"text":"Casualties","size":"small"}}}
+{"op":"add","path":"/elements/rsc-2b","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/casualties}"},"size":"large-heavy"}}}
+
+{"op":"add","path":"/elements/volunteers","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["vol-head","vol-list"]}}
+{"op":"add","path":"/elements/vol-head","value":{"type":"Heading","props":{"text":"Volunteers on Duty","level":"h3"}}}
+{"op":"add","path":"/elements/vol-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/volunteers","key":"id"},"children":["vol-row"]}}
+{"op":"add","path":"/elements/vol-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["vol-name","vol-assign"]}}
+{"op":"add","path":"/elements/vol-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"}}}
+{"op":"add","path":"/elements/vol-assign","value":{"type":"Badge","props":{"text":{"$template":"${assignment}"},"variant":"outline"}}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"1","name":"Maria Gomez","assignment":"Shelter A Intake"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"2","name":"James Park","assignment":"Route 1 Traffic"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"3","name":"Aisha Khan","assignment":"Medical Support"}}
+{"op":"add","path":"/state/volunteers/3","value":{"id":"4","name":"Tom Reilly","assignment":"Supply Distribution"}}
+
+{"op":"add","path":"/elements/donations","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["don-head","don-list"]}}
+{"op":"add","path":"/elements/don-head","value":{"type":"Heading","props":{"text":"Donations Received","level":"h3"}}}
+{"op":"add","path":"/elements/don-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/donations","key":"id"},"children":["don-row"]}}
+{"op":"add","path":"/elements/don-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["don-name","don-amt"]}}
+{"op":"add","path":"/elements/don-name","value":{"type":"TextContent","props":{"text":{"$template":"${donor}"},"size":"default"}}}
+{"op":"add","path":"/elements/don-amt","value":{"type":"Badge","props":{"text":{"$template":"${amount}"},"variant":"default"}}}
+{"op":"add","path":"/state/donations","value":[]}
+{"op":"add","path":"/state/donations/0","value":{"id":"1","donor":"City Relief Fund","amount":"$50,000"}}
+{"op":"add","path":"/state/donations/1","value":{"id":"2","donor":"MediCorp Supplies","amount":"800 kits"}}
+{"op":"add","path":"/state/donations/2","value":{"id":"3","donor":"Local Businesses","amount":"$12,300"}}
+{"op":"add","path":"/state/donations/3","value":{"id":"4","donor":"Anonymous","amount":"$5,000"}}
+
+{"op":"add","path":"/elements/aid","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["aid-head","aid-list"]}}
+{"op":"add","path":"/elements/aid-head","value":{"type":"Heading","props":{"text":"Aid Requests Awaiting Action","level":"h3"}}}
+{"op":"add","path":"/elements/aid-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-row"]}}
+{"op":"add","path":"/elements/aid-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["aid-info","aid-status"]}}
+{"op":"add","path":"/elements/aid-info","value":{"type":"TextContent","props":{"text":{"$template":"${type} × ${qty}"},"size":"default"}}}
+{"op":"add","path":"/elements/aid-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"destructive"}}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"1","type":"Water pallets","qty":200,"status":"Pending"}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"2","type":"Blankets","qty":500,"status":"Pending"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"3","type":"Ambulances","qty":4,"status":"Urgent"}}
+
+{"op":"add","path":"/elements/comms","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["cm-head","cm-list"]}}
+{"op":"add","path":"/elements/cm-head","value":{"type":"Heading","props":{"text":"Communication Channels","level":"h3"}}}
+{"op":"add","path":"/elements/cm-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/channels","key":"id"},"children":["cm-row"]}}
+{"op":"add","path":"/elements/cm-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["cm-name","cm-status"]}}
+{"op":"add","path":"/elements/cm-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"}}}
+{"op":"add","path":"/elements/cm-status","value":{"type":"Badge","props":{"text":{"$template":"${status}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/channels","value":[]}
+{"op":"add","path":"/state/channels/0","value":{"id":"1","name":"Radio Net 1","status":"UP"}}
+{"op":"add","path":"/state/channels/1","value":{"id":"2","name":"Satellite Phone","status":"UP"}}
+{"op":"add","path":"/state/channels/2","value":{"id":"3","name":"Cellular Grid","status":"DOWN"}}
+{"op":"add","path":"/state/channels/3","value":{"id":"4","name":"Public Alert System","status":"UP"}}
+
+{"op":"add","path":"/elements/roads","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rd-head","rd-tags"]}}
+{"op":"add","path":"/elements/rd-head","value":{"type":"Heading","props":{"text":"Roads Closed","level":"h3"}}}
+{"op":"add","path":"/elements/rd-tags","value":{"type":"TagBlock","props":{"tags":["Main St @ 5th","River Rd Bridge","Valley Pass","Harbor Blvd","Oak Ave underpass"]}}}
+
+{"op":"add","path":"/elements/hospitals","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["hs-head","hs-list"]}}
+{"op":"add","path":"/elements/hs-head","value":{"type":"Heading","props":{"text":"Nearby Hospitals — Free Beds","level":"h3"}}}
+{"op":"add","path":"/elements/hs-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/hospitals","key":"id"},"children":["hs-row"]}}
+{"op":"add","path":"/elements/hs-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["hs-name","hs-beds"]}}
+{"op":"add","path":"/elements/hs-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"}}}
+{"op":"add","path":"/elements/hs-beds","value":{"type":"Badge","props":{"text":{"$template":"${beds} free beds"},"variant":"default"}}}
+{"op":"add","path":"/state/hospitals","value":[]}
+{"op":"add","path":"/state/hospitals/0","value":{"id":"1","name":"St. Mary's General","beds":24}}
+{"op":"add","path":"/state/hospitals/1","value":{"id":"2","name":"Riverside Medical","beds":8}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"3","name":"Harbor Trauma Ctr","beds":15}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"4","name":"Hillcrest Clinic","beds":3}}
+
+{"op":"add","path":"/elements/tasks","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tk-head","tk-list"]}}
+{"op":"add","path":"/elements/tk-head","value":{"type":"Heading","props":{"text":"Open Tasks","level":"h3"}}}
+{"op":"add","path":"/elements/tk-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tasks","key":"id"},"children":["tk-row"]}}
+{"op":"add","path":"/elements/tk-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["tk-title","tk-assignee"]}}
+{"op":"add","path":"/elements/tk-title","value":{"type":"TextContent","props":{"text":{"$template":"${title}"},"size":"default"}}}
+{"op":"add","path":"/elements/tk-assignee","value":{"type":"Badge","props":{"text":{"$template":"${assignee}"},"variant":"outline"}}}
+{"op":"add","path":"/state/tasks","value":[]}
+{"op":"add","path":"/state/tasks/0","value":{"id":"1","title":"Evacuate Riverside sector 3","assignee":"Team Alpha"}}
+{"op":"add","path":"/state/tasks/1","value":{"id":"2","title":"Restore Cellular Grid","assignee":"Comms Unit"}}
+{"op":"add","path":"/state/tasks/2","value":{"id":"3","title":"Deliver water to Shelter B","assignee":"Logistics"}}
+{"op":"add","path":"/state/tasks/3","value":{"id":"4","title":"Clear Valley Pass debris","assignee":"Engineering"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..3005cef0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,189 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","summary","controls","incidents-sec","resources-sec","shelters-sec","routes-sec","weather-sec","rescue-sec","volunteers-sec","donations-sec","aid-sec","comms-sec","roads-sec","hospitals-sec","tasks-sec"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Emergency Response Coordination Center","subtitle":"Regional Operations — Live Status"}}}
+
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sum-sev","sum-inc","sum-shelter","sum-rescued"]}}
+{"op":"add","path":"/elements/sum-sev","value":{"type":"Callout","props":{"variant":"error","title":"Overall Severity: CRITICAL","description":"3 zones at high severity. Immediate coordination required."}}}
+{"op":"add","path":"/elements/sum-inc","value":{"type":"Callout","props":{"variant":"warning","title":"12 Active Incidents","description":"Across 5 zones"}}}
+{"op":"add","path":"/elements/sum-shelter","value":{"type":"Callout","props":{"variant":"info","title":"Shelters 68% Full","description":"1,360 / 2,000 capacity used"}}}
+{"op":"add","path":"/elements/sum-rescued","value":{"type":"Callout","props":{"variant":"success","title":"482 Rescued","description":"17 casualties reported"}}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["focus-ctl","broadcast-ctl","request-ctl","sitrep-ctl"]}}
+
+{"op":"add","path":"/elements/focus-ctl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["focus-h","focus-select","focus-btn"]}}
+{"op":"add","path":"/elements/focus-h","value":{"type":"Heading","props":{"text":"Focus on Zone","level":"h4"}}}
+{"op":"add","path":"/elements/focus-select","value":{"type":"Select","props":{"name":"focusZone","placeholder":"Select zone","value":{"$bindState":"/focusZone"},"items":["fz1","fz2","fz3","fz4","fz5"]}}}
+{"op":"add","path":"/elements/fz1","value":{"type":"SelectItem","props":{"value":"Zone A","label":"Zone A — Riverside"}}}
+{"op":"add","path":"/elements/fz2","value":{"type":"SelectItem","props":{"value":"Zone B","label":"Zone B — Downtown"}}}
+{"op":"add","path":"/elements/fz3","value":{"type":"SelectItem","props":{"value":"Zone C","label":"Zone C — Hillcrest"}}}
+{"op":"add","path":"/elements/fz4","value":{"type":"SelectItem","props":{"value":"Zone D","label":"Zone D — Harbor"}}}
+{"op":"add","path":"/elements/fz5","value":{"type":"SelectItem","props":{"value":"Zone E","label":"Zone E — Eastfield"}}}
+{"op":"add","path":"/elements/focus-btn","value":{"type":"Button","props":{"label":"Focus","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedZone","value":{"$state":"/focusZone"}}}}}}
+{"op":"add","path":"/state/focusZone","value":""}
+{"op":"add","path":"/state/focusedZone","value":""}
+
+{"op":"add","path":"/elements/broadcast-ctl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bc-h","bc-msg","bc-btn"]}}
+{"op":"add","path":"/elements/bc-h","value":{"type":"Heading","props":{"text":"Broadcast Update","level":"h4"}}}
+{"op":"add","path":"/elements/bc-msg","value":{"type":"TextArea","props":{"name":"broadcastMsg","placeholder":"Message to all units...","rows":2,"value":{"$bindState":"/broadcastMsg"}}}}
+{"op":"add","path":"/elements/bc-btn","value":{"type":"Button","props":{"label":"Broadcast","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/broadcasts","value":{"id":"$id","message":{"$state":"/broadcastMsg"}},"clearStatePath":"/broadcastMsg"}}}}}
+{"op":"add","path":"/state/broadcastMsg","value":""}
+{"op":"add","path":"/state/broadcasts","value":[]}
+
+{"op":"add","path":"/elements/request-ctl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rq-h","rq-type","rq-qty","rq-btn"]}}
+{"op":"add","path":"/elements/rq-h","value":{"type":"Heading","props":{"text":"Request Resources","level":"h4"}}}
+{"op":"add","path":"/elements/rq-type","value":{"type":"Select","props":{"name":"reqType","placeholder":"Resource type","value":{"$bindState":"/reqType"},"items":["rt1","rt2","rt3","rt4"]}}}
+{"op":"add","path":"/elements/rt1","value":{"type":"SelectItem","props":{"value":"Vehicles","label":"Vehicles"}}}
+{"op":"add","path":"/elements/rt2","value":{"type":"SelectItem","props":{"value":"Personnel","label":"Personnel"}}}
+{"op":"add","path":"/elements/rt3","value":{"type":"SelectItem","props":{"value":"Supplies","label":"Supplies"}}}
+{"op":"add","path":"/elements/rt4","value":{"type":"SelectItem","props":{"value":"Medical","label":"Medical"}}}
+{"op":"add","path":"/elements/rq-qty","value":{"type":"Input","props":{"name":"reqQty","type":"number","placeholder":"Quantity","value":{"$bindState":"/reqQty"}}}}
+{"op":"add","path":"/elements/rq-btn","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/resourceRequests","value":{"id":"$id","type":{"$state":"/reqType"},"quantity":{"$state":"/reqQty"},"status":"Pending"},"clearStatePath":"/reqQty"}}}}}
+{"op":"add","path":"/state/reqType","value":""}
+{"op":"add","path":"/state/reqQty","value":""}
+{"op":"add","path":"/state/resourceRequests","value":[]}
+
+{"op":"add","path":"/elements/sitrep-ctl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["sr-h","sr-title","sr-body","sr-btn"]}}
+{"op":"add","path":"/elements/sr-h","value":{"type":"Heading","props":{"text":"File Situation Report","level":"h4"}}}
+{"op":"add","path":"/elements/sr-title","value":{"type":"Input","props":{"name":"sitrepTitle","placeholder":"Report title","value":{"$bindState":"/sitrepTitle"}}}}
+{"op":"add","path":"/elements/sr-body","value":{"type":"TextArea","props":{"name":"sitrepBody","placeholder":"Situation details...","rows":2,"value":{"$bindState":"/sitrepBody"}}}}
+{"op":"add","path":"/elements/sr-btn","value":{"type":"Button","props":{"label":"File Report","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/sitreps","value":{"id":"$id","title":{"$state":"/sitrepTitle"},"body":{"$state":"/sitrepBody"}},"clearStatePath":"/sitrepBody"}}}}}
+{"op":"add","path":"/state/sitrepTitle","value":""}
+{"op":"add","path":"/state/sitrepBody","value":""}
+{"op":"add","path":"/state/sitreps","value":[]}
+
+{"op":"add","path":"/elements/incidents-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["inc-h","inc-list"]}}
+{"op":"add","path":"/elements/inc-h","value":{"type":"Heading","props":{"text":"1. Active Incidents by Zone","level":"h3"}}}
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+{"op":"add","path":"/elements/inc-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/inc-zone","value":{"type":"Badge","props":{"text":{"$item":"zone"},"variant":"outline"}}}
+{"op":"add","path":"/elements/inc-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"sm"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"1","name":"Flooding — Main St","zone":"Zone A","severity":"Critical"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"2","name":"Building Collapse","zone":"Zone B","severity":"High"}}
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+{"op":"add","path":"/state/incidents/3","value":{"id":"4","name":"Gas Leak","zone":"Zone D","severity":"Moderate"}}
+{"op":"add","path":"/state/incidents/4","value":{"id":"5","name":"Power Outage","zone":"Zone E","severity":"Low"}}
+
+{"op":"add","path":"/elements/resources-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["res-h","res-row"]}}
+{"op":"add","path":"/elements/res-h","value":{"type":"Heading","props":{"text":"3. Resources Available","level":"h3"}}}
+{"op":"add","path":"/elements/res-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["res-veh","res-pers","res-sup"]}}
+{"op":"add","path":"/elements/res-veh","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["res-veh-t","res-veh-v"]}}
+{"op":"add","path":"/elements/res-veh-t","value":{"type":"TextContent","props":{"text":"Vehicles","size":"small-heavy"}}}
+{"op":"add","path":"/elements/res-veh-v","value":{"type":"Heading","props":{"text":"34","level":"h2"}}}
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+{"op":"add","path":"/elements/vol-assign","value":{"type":"Badge","props":{"text":{"$item":"assignment"},"variant":"secondary"}}}
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+{"op":"add","path":"/elements/rd-reason","value":{"type":"Badge","props":{"text":{"$item":"reason"},"variant":"destructive"}}}
+{"op":"add","path":"/state/roadsClosed","value":[]}
+{"op":"add","path":"/state/roadsClosed/0","value":{"id":"1","road":"Main St @ 4th","reason":"Flooding"}}
+{"op":"add","path":"/state/roadsClosed/1","value":{"id":"2","road":"Valley Pass","reason":"Landslide"}}
+{"op":"add","path":"/state/roadsClosed/2","value":{"id":"3","road":"Elm Ave Bridge","reason":"Structural"}}
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+{"op":"add","path":"/elements/hospitals-sec","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hp-h","hp-list"]}}
+{"op":"add","path":"/elements/hp-h","value":{"type":"Heading","props":{"text":"13. Nearby Hospitals — Free Beds","level":"h3"}}}
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+{"op":"add","path":"/elements/tk-assignee","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"assignee"}}}}
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+{"op":"add","path":"/state/tasks/0","value":{"id":"1","title":"Deploy pumps to Main St","assignee":"D. Ruiz","initials":"DR"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..c6ca2536b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,198 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","severity-summary","zone-focus","incidents-section","resources-section","shelters-section","routes-section","weather-section","rescue-section","volunteers-section","donations-section","aid-section","comms-section","roads-section","hospitals-section","tasks-section","actions-section"]}}
+
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Emergency Response Coordination Center","subtitle":"Regional Operations — Live Status Board"}}}
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+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["severity-heading","severity-callout","severity-tags"]}}
+{"op":"add","path":"/elements/severity-heading","value":{"type":"Heading","props":{"text":"Overall Severity Summary","level":"h3"}}}
+{"op":"add","path":"/elements/severity-callout","value":{"type":"Alert","props":{"title":"CRITICAL — Level 4 Emergency Declared","description":"12 active incidents across 5 zones. 3 zones under mandatory evacuation. Command posture: full mobilization.","variant":"destructive"}}}
+{"op":"add","path":"/elements/severity-tags","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"children":["sev-crit","sev-high","sev-mod","sev-low"]}}
+{"op":"add","path":"/elements/sev-crit","value":{"type":"Tag","props":{"text":"Critical: 3","variant":"danger","size":"lg"}}}
+{"op":"add","path":"/elements/sev-high","value":{"type":"Tag","props":{"text":"High: 4","variant":"warning","size":"lg"}}}
+{"op":"add","path":"/elements/sev-mod","value":{"type":"Tag","props":{"text":"Moderate: 3","variant":"info","size":"lg"}}}
+{"op":"add","path":"/elements/sev-low","value":{"type":"Tag","props":{"text":"Low: 2","variant":"success","size":"lg"}}}
+
+{"op":"add","path":"/elements/zone-focus","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["zone-focus-heading","zone-focus-select","zone-focus-status"]}}
+{"op":"add","path":"/elements/zone-focus-heading","value":{"type":"Heading","props":{"text":"Focus on Zone","level":"h4"}}}
+{"op":"add","path":"/elements/zone-focus-select","value":{"type":"Select","props":{"name":"focusZone","placeholder":"Select a zone to focus","value":{"$bindState":"/focusedZone"},"items":["fz-all","fz-a","fz-b","fz-c","fz-d","fz-e"]}}}
+{"op":"add","path":"/elements/fz-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Zones"}}}
+{"op":"add","path":"/elements/fz-a","value":{"type":"SelectItem","props":{"value":"A","label":"Zone A — Riverside"}}}
+{"op":"add","path":"/elements/fz-b","value":{"type":"SelectItem","props":{"value":"B","label":"Zone B — Downtown"}}}
+{"op":"add","path":"/elements/fz-c","value":{"type":"SelectItem","props":{"value":"C","label":"Zone C — Hilltop"}}}
+{"op":"add","path":"/elements/fz-d","value":{"type":"SelectItem","props":{"value":"D","label":"Zone D — Harbor"}}}
+{"op":"add","path":"/elements/fz-e","value":{"type":"SelectItem","props":{"value":"E","label":"Zone E — Industrial"}}}
+{"op":"add","path":"/elements/zone-focus-status","value":{"type":"TextContent","props":{"text":{"$template":"Currently focused on: **${/focusedZone}**"},"size":"small"}}}
+{"op":"add","path":"/state/focusedZone","value":"all"}
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+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"Heading","props":{"text":"Active Incidents by Zone","level":"h3"}}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["incident-info","incident-sev"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"TextContent","props":{"text":{"$template":"**Zone ${zone}** — ${name}"}}}}
+{"op":"add","path":"/elements/incident-sev","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"}}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"i1","zone":"A","name":"River levee breach — flooding","severity":"Critical"}}
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+{"op":"add","path":"/state/incidents/5","value":{"id":"i6","zone":"A","name":"Power substation outage","severity":"Moderate"}}
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+{"op":"add","path":"/elements/resources-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["resources-heading","resources-row"]}}
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+{"op":"add","path":"/elements/shelters-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shelters-heading","shelters-list"]}}
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+{"op":"add","path":"/elements/routes-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["routes-heading","routes-list"]}}
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+{"op":"add","path":"/elements/route-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/route-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/routes","value":[]}
+{"op":"add","path":"/state/routes/0","value":{"id":"r1","name":"Route 1 — Highway 9 North","status":"Open"}}
+{"op":"add","path":"/state/routes/1","value":{"id":"r2","name":"Route 2 — Riverside Blvd","status":"Congested"}}
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+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weather-heading","weather-chart"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"text":"48-Hour Weather Forecast","level":"h3"}}}
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+{"op":"add","path":"/elements/weather-temp","value":{"type":"Series","props":{"category":"Temp (°F)","values":[58,55,52,50,53,60,64,61,57]},"children":[]}}
+{"op":"add","path":"/elements/weather-wind","value":{"type":"Series","props":{"category":"Wind (mph)","values":[22,28,35,40,38,30,25,20,18]},"children":[]}}
+
+{"op":"add","path":"/elements/rescue-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rescue-heading","rescue-row"]}}
+{"op":"add","path":"/elements/rescue-heading","value":{"type":"Heading","props":{"text":"Rescued & Casualties","level":"h3"}}}
+{"op":"add","path":"/elements/rescue-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["rescue-saved","rescue-cas"]}}
+{"op":"add","path":"/elements/rescue-saved","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rescue-saved-t","rescue-saved-v"]}}
+{"op":"add","path":"/elements/rescue-saved-t","value":{"type":"TextContent","props":{"text":"People Rescued","size":"small-heavy"}}}
+{"op":"add","path":"/elements/rescue-saved-v","value":{"type":"TextContent","props":{"text":{"$template":"${/rescue/rescued}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/rescue-cas","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["rescue-cas-t","rescue-cas-v"]}}
+{"op":"add","path":"/elements/rescue-cas-t","value":{"type":"TextContent","props":{"text":"Casualties","size":"small-heavy"}}}
+{"op":"add","path":"/elements/rescue-cas-v","value":{"type":"TextContent","props":{"text":{"$template":"${/rescue/casualties}"},"size":"large-heavy"}}}
+{"op":"add","path":"/state/rescue","value":{"rescued":847,"casualties":23}}
+
+{"op":"add","path":"/elements/volunteers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volunteers-heading","volunteers-list"]}}
+{"op":"add","path":"/elements/volunteers-heading","value":{"type":"Heading","props":{"text":"Volunteers on Duty","level":"h3"}}}
+{"op":"add","path":"/elements/volunteers-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/volunteers","key":"id"},"children":["volunteer-row"]}}
+{"op":"add","path":"/elements/volunteer-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["volunteer-name","volunteer-assign"]}}
+{"op":"add","path":"/elements/volunteer-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/volunteer-assign","value":{"type":"Tag","props":{"text":{"$item":"assignment"},"variant":"info"}}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"v1","name":"Maria Chen","assignment":"Shelter A intake"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"v2","name":"James Okafor","assignment":"Route 2 traffic"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"v3","name":"Priya Nair","assignment":"Medical triage"}}
+{"op":"add","path":"/state/volunteers/3","value":{"id":"v4","name":"Tom Ruiz","assignment":"Supply distribution"}}
+
+{"op":"add","path":"/elements/donations-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["donations-heading","donations-val"]}}
+{"op":"add","path":"/elements/donations-heading","value":{"type":"Heading","props":{"text":"Donations Received","level":"h3"}}}
+{"op":"add","path":"/elements/donations-val","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["donations-amt","donations-detail"]}}
+{"op":"add","path":"/elements/donations-amt","value":{"type":"TextContent","props":{"text":{"$template":"$${/donations/total} raised"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/donations-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/donations/donors} donors · ${/donations/goalPct}% of goal"},"size":"small"}}}
+{"op":"add","path":"/state/donations","value":{"total":"1,284,500","donors":8420,"goalPct":64}}
+
+{"op":"add","path":"/elements/aid-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["aid-heading","aid-list"]}}
+{"op":"add","path":"/elements/aid-heading","value":{"type":"Heading","props":{"text":"Aid Requests Awaiting Action","level":"h3"}}}
+{"op":"add","path":"/elements/aid-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-row"]}}
+{"op":"add","path":"/elements/aid-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["aid-desc","aid-priority"]}}
+{"op":"add","path":"/elements/aid-desc","value":{"type":"TextContent","props":{"text":{"$template":"**Zone ${zone}** — ${need}"}}}}
+{"op":"add","path":"/elements/aid-priority","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"outline"}}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"a1","zone":"A","need":"500 blankets & cots","priority":"Urgent"}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"a2","zone":"C","need":"Water tanker deployment","priority":"High"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"a3","zone":"D","need":"HazMat containment gear","priority":"Urgent"}}
+{"op":"add","path":"/state/aidRequests/3","value":{"id":"a4","zone":"B","need":"Portable generators (x4)","priority":"Medium"}}
+
+{"op":"add","path":"/elements/comms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["comms-heading","comms-list"]}}
+{"op":"add","path":"/elements/comms-heading","value":{"type":"Heading","props":{"text":"Communication Channels","level":"h3"}}}
+{"op":"add","path":"/elements/comms-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/channels","key":"id"},"children":["comms-row"]}}
+{"op":"add","path":"/elements/comms-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["comms-name","comms-status"]}}
+{"op":"add","path":"/elements/comms-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/comms-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/state/channels","value":[]}
+{"op":"add","path":"/state/channels/0","value":{"id":"c1","name":"Radio Net Alpha","status":"Up"}}
+{"op":"add","path":"/state/channels/1","value":{"id":"c2","name":"Cellular / SMS Gateway","status":"Degraded"}}
+{"op":"add","path":"/state/channels/2","value":{"id":"c3","name":"Satellite Phone Link","status":"Up"}}
+{"op":"add","path":"/state/channels/3","value":{"id":"c4","name":"Public Alert System","status":"Down"}}
+
+{"op":"add","path":"/elements/roads-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["roads-heading","roads-tags"]}}
+{"op":"add","path":"/elements/roads-heading","value":{"type":"Heading","props":{"text":"Roads Closed","level":"h3"}}}
+{"op":"add","path":"/elements/roads-tags","value":{"type":"TagBlock","props":{"tags":["Bridge Crossing (Rte 3)","Main St 1st–8th","Harbor Access Rd","Ridge Fire Rd","Old Mill Ln"]},"children":[]}}
+
+{"op":"add","path":"/elements/hospitals-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["hospitals-heading","hospitals-list"]}}
+{"op":"add","path":"/elements/hospitals-heading","value":{"type":"Heading","props":{"text":"Nearby Hospitals — Free Beds","level":"h3"}}}
+{"op":"add","path":"/elements/hospitals-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/hospitals","key":"id"},"children":["hospital-row"]}}
+{"op":"add","path":"/elements/hospital-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["hospital-name","hospital-beds"]}}
+{"op":"add","path":"/elements/hospital-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}}}}
+{"op":"add","path":"/elements/hospital-beds","value":{"type":"Tag","props":{"text":{"$template":"${freeBeds} free beds"},"variant":"success"}}}
+{"op":"add","path":"/state/hospitals","value":[]}
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+{"op":"add","path":"/state/hospitals/1","value":{"id":"h2","name":"St. Luke's Hospital","freeBeds":12}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"h3","name":"Harbor General","freeBeds":5}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"h4","name":"North County Clinic","freeBeds":18}}
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+{"op":"add","path":"/elements/tasks-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tasks-heading","tasks-list"]}}
+{"op":"add","path":"/elements/tasks-heading","value":{"type":"Heading","props":{"text":"Open Tasks","level":"h3"}}}
+{"op":"add","path":"/elements/tasks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tasks","key":"id"},"children":["task-row"]}}
+{"op":"add","path":"/elements/task-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["task-title","task-assignee"]}}
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+{"op":"add","path":"/elements/task-assignee","value":{"type":"Tag","props":{"text":{"$template":"@ ${assignee}"},"variant":"neutral"}}}
+{"op":"add","path":"/state/tasks","value":[]}
+{"op":"add","path":"/state/tasks/0","value":{"id":"t1","title":"Deploy sandbags to Zone A levee","assignee":"Field Team 3"}}
+{"op":"add","path":"/state/tasks/1","value":{"id":"t2","title":"Verify shelter A supply levels","assignee":"M. Chen"}}
+{"op":"add","path":"/state/tasks/2","value":{"id":"t3","title":"Restore Public Alert System","assignee":"Comms Unit"}}
+{"op":"add","path":"/state/tasks/3","value":{"id":"t4","title":"Coordinate HazMat at port","assignee":"D. Reyes"}}
+
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["actions-heading","request-resource-card","broadcast-card","sitrep-card"]}}
+{"op":"add","path":"/elements/actions-heading","value":{"type":"Heading","props":{"text":"Command Actions","level":"h3"}}}
+
+{"op":"add","path":"/elements/request-resource-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rr-title","rr-type","rr-qty","rr-btn"]}}
+{"op":"add","path":"/elements/rr-title","value":{"type":"TextContent","props":{"text":"Request More Resources","size":"large-heavy"}}}
+{"op":"add","path":"/elements/rr-type","value":{"type":"FormControl","props":{"label":"Resource Type","input":"rr-type-select"},"children":[]}}
+{"op":"add","path":"/elements/rr-type-select","value":{"type":"Select","props":{"name":"reqType","placeholder":"Select type","value":{"$bindState":"/request/type"},"items":["rr-t1","rr-t2","rr-t3","rr-t4"]}}}
+{"op":"add","path":"/elements/rr-t1","value":{"type":"SelectItem","props":{"value":"Vehicles","label":"Vehicles"}}}
+{"op":"add","path":"/elements/rr-t2","value":{"type":"SelectItem","props":{"value":"Personnel","label":"Personnel"}}}
+{"op":"add","path":"/elements/rr-t3","value":{"type":"SelectItem","props":{"value":"Medical Supplies","label":"Medical Supplies"}}}
+{"op":"add","path":"/elements/rr-t4","value":{"type":"SelectItem","props":{"value":"Food & Water","label":"Food & Water"}}}
+{"op":"add","path":"/elements/rr-qty","value":{"type":"FormControl","props":{"label":"Quantity","input":"rr-qty-input"},"children":[]}}
+{"op":"add","path":"/elements/rr-qty-input","value":{"type":"Input","props":{"name":"reqQty","type":"number","placeholder":"e.g. 10","value":{"$bindState":"/request/qty"}}}}
+{"op":"add","path":"/elements/rr-btn","value":{"type":"Button","props":{"label":"Submit Resource Request","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/aidRequests","value":{"id":"$id","zone":{"$state":"/focusedZone"},"need":{"$template":"${/request/qty} x ${/request/type}"},"priority":"Urgent"},"clearStatePath":"/request/qty"}}}}}
+{"op":"add","path":"/state/request","value":{"type":"","qty":""}}
+
+{"op":"add","path":"/elements/broadcast-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bc-title","bc-msg","bc-btn","bc-alert"]}}
+{"op":"add","path":"/elements/bc-title","value":{"type":"TextContent","props":{"text":"Broadcast Update","size":"large-heavy"}}}
+{"op":"add","path":"/elements/bc-msg","value":{"type":"TextArea","props":{"name":"broadcastMsg","placeholder":"Enter message to broadcast to all channels...","rows":3,"value":{"$bindState":"/broadcast/message"}}}}
+{"op":"add","path":"/elements/bc-btn","value":{"type":"Button","props":{"label":"Broadcast Now","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/broadcast/sent","value":true}}}}}
+{"op":"add","path":"/elements/bc-alert","value":{"type":"Callout","props":{"variant":"success","title":"Broadcast Sent","description":"Your update was pushed to all active channels."},"visible":{"$state":"/broadcast/sent"}}}
+{"op":"add","path":"/state/broadcast","value":{"message":"","sent":false}}
+
+{"op":"add","path":"/elements/sitrep-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["sr-title","sr-form"]}}
+{"op":"add","path":"/elements/sr-title","value":{"type":"TextContent","props":{"text":"File a Situation Report","size":"large-heavy"}}}
+{"op":"add","path":"/elements/sr-form","value":{"type":"Form","props":{"name":"sitrepForm","fields":["sr-zone-fc","sr-summary-fc"],"buttons":"sr-submit"},"children":[]}}
+{"op":"add","path":"/elements/sr-zone-fc","value":{"type":"FormControl","props":{"label":"Zone","input":"sr-zone-input"},"children":[]}}
+{"op":"add","path":"/elements/sr-zone-input","value":{"type":"Input","props":{"name":"sitrepZone","placeholder":"Zone identifier","value":{"$bindState":"/sitrep/zone"}}}}
+{"op":"add","path":"/elements/sr-summary-fc","value":{"type":"FormControl","props":{"label":"Situation Summary","input":"sr-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/sr-summary-input","value":{"type":"TextArea","props":{"name":"sitrepSummary","placeholder":"Describe the current situation...","rows":4,"value":{"$bindState":"/sitrep/summary"}}}}
+{"op":"add","path":"/elements/sr-submit","value":{"type":"Button","props":{"label":"File Report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/sitrep/filed","value":true}}}}}
+{"op":"add","path":"/state/sitrep","value":{"zone":"","summary":"","filed":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..ae7c3bb9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,119 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","kpi-row","chart-row","dept-row","risk-init-row","health-row","board-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"CEO Quarterly Command View","subtitle":"Executive performance & strategy dashboard"}}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["quarter-fc","region-fc","export-btn"]}}
+{"op":"add","path":"/elements/quarter-fc","value":{"type":"FormControl","props":{"label":"Quarter","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q-q1","q-q2","q-q3","q-q4"],"value":{"$bindState":"/quarter"}}}}
+{"op":"add","path":"/elements/q-q1","value":{"type":"SelectItem","props":{"value":"Q1","label":"Q1 2024"}}}
+{"op":"add","path":"/elements/q-q2","value":{"type":"SelectItem","props":{"value":"Q2","label":"Q2 2024"}}}
+{"op":"add","path":"/elements/q-q3","value":{"type":"SelectItem","props":{"value":"Q3","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q-q4","value":{"type":"SelectItem","props":{"value":"Q4","label":"Q4 2024"}}}
+{"op":"add","path":"/state/quarter","value":"Q4"}
+{"op":"add","path":"/elements/region-fc","value":{"type":"FormControl","props":{"label":"Region Focus","input":"region-select"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["r-all","r-na","r-emea","r-apac","r-latam"],"value":{"$bindState":"/region"}}}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-na","value":{"type":"SelectItem","props":{"value":"NA","label":"North America"}}}
+{"op":"add","path":"/elements/r-emea","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"}}}
+{"op":"add","path":"/elements/r-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"}}}
+{"op":"add","path":"/state/region","value":"All"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Board Pack","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/state/exported","value":false}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-revenue","kpi-costs","kpi-profit","kpi-runway","kpi-pipeline","kpi-winrate"]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-revenue-l","kpi-revenue-v","kpi-revenue-t"]}}
+{"op":"add","path":"/elements/kpi-revenue-l","value":{"type":"TextContent","props":{"text":"Revenue","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-revenue-v","value":{"type":"Heading","props":{"text":"$48.2M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-revenue-t","value":{"type":"Badge","props":{"text":"+12% QoQ","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-costs","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-costs-l","kpi-costs-v","kpi-costs-t"]}}
+{"op":"add","path":"/elements/kpi-costs-l","value":{"type":"TextContent","props":{"text":"Costs","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-costs-v","value":{"type":"Heading","props":{"text":"$31.6M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-costs-t","value":{"type":"Badge","props":{"text":"+4% QoQ","variant":"outline"}}}
+{"op":"add","path":"/elements/kpi-profit","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-profit-l","kpi-profit-v","kpi-profit-t"]}}
+{"op":"add","path":"/elements/kpi-profit-l","value":{"type":"TextContent","props":{"text":"Profit","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-profit-v","value":{"type":"Heading","props":{"text":"$16.6M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-profit-t","value":{"type":"Badge","props":{"text":"34.4% margin","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-runway","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-runway-l","kpi-runway-v","kpi-runway-t"]}}
+{"op":"add","path":"/elements/kpi-runway-l","value":{"type":"TextContent","props":{"text":"Runway","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-runway-v","value":{"type":"Heading","props":{"text":"28 mo","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-runway-t","value":{"type":"Badge","props":{"text":"Healthy","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-pipeline","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-pipeline-l","kpi-pipeline-v","kpi-pipeline-t"]}}
+{"op":"add","path":"/elements/kpi-pipeline-l","value":{"type":"TextContent","props":{"text":"Sales Pipeline","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-pipeline-v","value":{"type":"Heading","props":{"text":"$92.4M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-pipeline-t","value":{"type":"Badge","props":{"text":"312 open deals","variant":"outline"}}}
+{"op":"add","path":"/elements/kpi-winrate","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-winrate-l","kpi-winrate-v","kpi-winrate-t"]}}
+{"op":"add","path":"/elements/kpi-winrate-l","value":{"type":"TextContent","props":{"text":"Win Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-winrate-v","value":{"type":"Heading","props":{"text":"27%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-winrate-t","value":{"type":"Badge","props":{"text":"+3pts QoQ","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/chart-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-chart-card","costs-chart-card"]}}
+{"op":"add","path":"/elements/revenue-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-chart-h","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-chart-h","value":{"type":"Heading","props":{"text":"Revenue Over Four Quarters","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":["Q1","Q2","Q3","Q4"],"series":["revenue-series"],"variant":"natural","yLabel":"$M"}}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":[38.5,41.2,43.0,48.2]}}}
+{"op":"add","path":"/elements/costs-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["costs-chart-h","costs-chart"]}}
+{"op":"add","path":"/elements/costs-chart-h","value":{"type":"Heading","props":{"text":"Costs Over Four Quarters","level":"h4"}}}
+{"op":"add","path":"/elements/costs-chart","value":{"type":"AreaChart","props":{"labels":["Q1","Q2","Q3","Q4"],"series":["costs-series"],"variant":"natural","yLabel":"$M"}}}
+{"op":"add","path":"/elements/costs-series","value":{"type":"Series","props":{"category":"Costs","values":[27.8,29.1,30.4,31.6]}}}
+
+{"op":"add","path":"/elements/dept-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["budget-chart-card","headcount-chart-card"]}}
+{"op":"add","path":"/elements/budget-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["budget-chart-h","budget-chart"]}}
+{"op":"add","path":"/elements/budget-chart-h","value":{"type":"Heading","props":{"text":"Budget by Department vs Plan","level":"h4"}}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"BarChart","props":{"labels":["Eng","Sales","Mktg","G&A","Ops"],"series":["budget-actual","budget-plan"],"variant":"grouped","yLabel":"$M"}}}
+{"op":"add","path":"/elements/budget-actual","value":{"type":"Series","props":{"category":"Actual","values":[12.4,8.1,5.6,3.2,2.3]}}}
+{"op":"add","path":"/elements/budget-plan","value":{"type":"Series","props":{"category":"Plan","values":[12.0,8.5,5.0,3.0,2.5]}}}
+{"op":"add","path":"/elements/headcount-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["headcount-chart-h","headcount-chart"]}}
+{"op":"add","path":"/elements/headcount-chart-h","value":{"type":"Heading","props":{"text":"Headcount by Department","level":"h4"}}}
+{"op":"add","path":"/elements/headcount-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Eng","Sales","Mktg","G&A","Ops"],"series":["headcount-series"],"xLabel":"People"}}}
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+{"op":"add","path":"/elements/risk-item-sev","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":"danger","size":"sm"}}}
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+{"op":"add","path":"/elements/initiatives-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["initiatives-h","initiatives-list"]}}
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+{"op":"add","path":"/state/initiatives","value":[]}
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+{"op":"add","path":"/elements/nps-l","value":{"type":"TextContent","props":{"text":"NPS","size":"small-heavy"}}}
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+{"op":"add","path":"/elements/nps-t","value":{"type":"Badge","props":{"text":"+5 QoQ","variant":"secondary"}}}
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+{"op":"add","path":"/elements/board-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["board-h","board-list"]}}
+{"op":"add","path":"/elements/board-h","value":{"type":"Heading","props":{"text":"Next Board Meeting Agenda","level":"h4"}}}
+{"op":"add","path":"/elements/board-list","value":{"type":"ListBlock","props":{"items":["board-i1","board-i2","board-i3","board-i4","board-i5"],"variant":"number"}}}
+{"op":"add","path":"/elements/board-i1","value":{"type":"ListItem","props":{"title":"Approve FY25 operating budget","subtitle":"Finance — decision required"}}}
+{"op":"add","path":"/elements/board-i2","value":{"type":"ListItem","props":{"title":"APAC expansion go/no-go","subtitle":"Strategy — decision required"}}}
+{"op":"add","path":"/elements/board-i3","value":{"type":"ListItem","props":{"title":"Series D fundraising update","subtitle":"Finance — discussion"}}}
+{"op":"add","path":"/elements/board-i4","value":{"type":"ListItem","props":{"title":"Executive hiring plan","subtitle":"People — discussion"}}}
+{"op":"add","path":"/elements/board-i5","value":{"type":"ListItem","props":{"title":"Enterprise renewal risk mitigation","subtitle":"Sales — update"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r2.txt
new file mode 100644
index 000000000..f4dc0f9c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r2.txt
@@ -0,0 +1,111 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","kpi-row","charts-row","dept-row","risks-initiatives","board-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"CEO Quarterly Command View","subtitle":{"$template":"Quarter: ${/quarter} · Region: ${/region}"}}}}
+{"op":"add","path":"/state/quarter","value":"Q4 2024"}
+{"op":"add","path":"/state/region","value":"Global"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["quarter-fc","region-fc","export-btn"]}}
+{"op":"add","path":"/elements/quarter-fc","value":{"type":"FormControl","props":{"label":"Change Quarter","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q1","q2","q3","q4"],"value":{"$bindState":"/quarter"}}}}
+{"op":"add","path":"/elements/q1","value":{"type":"SelectItem","props":{"value":"Q1 2024","label":"Q1 2024"}}}
+{"op":"add","path":"/elements/q2","value":{"type":"SelectItem","props":{"value":"Q2 2024","label":"Q2 2024"}}}
+{"op":"add","path":"/elements/q3","value":{"type":"SelectItem","props":{"value":"Q3 2024","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q4","value":{"type":"SelectItem","props":{"value":"Q4 2024","label":"Q4 2024"}}}
+{"op":"add","path":"/elements/region-fc","value":{"type":"FormControl","props":{"label":"Focus Region","input":"region-select"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["r-global","r-na","r-emea","r-apac","r-latam"],"value":{"$bindState":"/region"}}}}
+{"op":"add","path":"/elements/r-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"}}}
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+{"op":"add","path":"/elements/r-emea","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"}}}
+{"op":"add","path":"/elements/r-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Board Pack","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-revenue","kpi-costs","kpi-profit","kpi-runway","kpi-pipeline","kpi-winrate","kpi-customers","kpi-churn","kpi-nps"]}}
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+{"op":"add","path":"/elements/kpi-revenue-b","value":{"type":"Badge","props":{"text":"+12% QoQ","variant":"secondary"}}}
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+{"op":"add","path":"/elements/revenue-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-chart-title","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-chart-title","value":{"type":"Heading","props":{"text":"Revenue Over Four Quarters","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":["Q1","Q2","Q3","Q4"],"series":["revenue-series"],"variant":"natural","yLabel":"$M"}}}
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+{"op":"add","path":"/elements/costs-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["costs-chart-title","costs-chart"]}}
+{"op":"add","path":"/elements/costs-chart-title","value":{"type":"Heading","props":{"text":"Costs Over Four Quarters","level":"h4"}}}
+{"op":"add","path":"/elements/costs-chart","value":{"type":"LineChart","props":{"labels":["Q1","Q2","Q3","Q4"],"series":["costs-series"],"variant":"natural","yLabel":"$M"}}}
+{"op":"add","path":"/elements/costs-series","value":{"type":"Series","props":{"category":"Costs","values":[8.2,8.7,9.1,9.6]}}}
+{"op":"add","path":"/elements/dept-row","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["budget-card","headcount-card"]}}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["budget-title","budget-chart"]}}
+{"op":"add","path":"/elements/budget-title","value":{"type":"Heading","props":{"text":"Budget by Department vs Plan","level":"h4"}}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"BarChart","props":{"labels":["Eng","Sales","Mktg","Ops","G&A"],"series":["budget-plan-series","budget-actual-series"],"variant":"grouped","yLabel":"$M"}}}
+{"op":"add","path":"/elements/budget-plan-series","value":{"type":"Series","props":{"category":"Plan","values":[3.2,2.4,1.6,1.1,0.9]}}}
+{"op":"add","path":"/elements/budget-actual-series","value":{"type":"Series","props":{"category":"Actual","values":[3.4,2.2,1.8,1.0,0.95]}}}
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+{"op":"add","path":"/elements/risks-initiatives","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["risks-card","initiatives-card"]}}
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+{"op":"add","path":"/elements/risks-title","value":{"type":"Heading","props":{"text":"Top Risks","level":"h4"}}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["risk-info","risk-tag"]}}
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+{"op":"add","path":"/elements/risk-name","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/risk-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner}"},"size":"small"}}}
+{"op":"add","path":"/elements/risk-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"1","title":"Key enterprise renewal at risk","owner":"J. Chen (CRO)","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"2","title":"Cloud cost overrun in Eng","owner":"M. Diaz (CTO)","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"3","title":"Regulatory change in EMEA","owner":"S. Kaur (GC)","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"4","title":"Senior talent attrition","owner":"L. Park (CPO)","severity":"Low","variant":"info"}}
+{"op":"add","path":"/elements/initiatives-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["initiatives-title","initiatives-list"]}}
+{"op":"add","path":"/elements/initiatives-title","value":{"type":"Heading","props":{"text":"Strategic Initiatives","level":"h4"}}}
+{"op":"add","path":"/elements/initiatives-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/initiatives","key":"id"},"children":["init-item"]}}
+{"op":"add","path":"/elements/init-item","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["init-header","init-progress"]}}
+{"op":"add","path":"/elements/init-header","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["init-name","init-status"]}}
+{"op":"add","path":"/elements/init-name","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"}}}
+{"op":"add","path":"/elements/init-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/elements/init-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% complete"}}}}
+{"op":"add","path":"/state/initiatives","value":[]}
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+{"op":"add","path":"/state/initiatives/3","value":{"id":"4","title":"Cost Optimization Program","status":"Delayed","variant":"danger","progress":28}}
+{"op":"add","path":"/elements/board-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["board-title","board-list"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"Heading","props":{"text":"Next Board Meeting Agenda","level":"h4"}}}
+{"op":"add","path":"/elements/board-list","value":{"type":"ListBlock","props":{"variant":"number","items":["b1","b2","b3","b4","b5"]}}}
+{"op":"add","path":"/elements/b1","value":{"type":"ListItem","props":{"title":"Approve FY25 operating budget","subtitle":"Finance · Decision required"}}}
+{"op":"add","path":"/elements/b2","value":{"type":"ListItem","props":{"title":"Review APAC expansion progress","subtitle":"Strategy · Discussion"}}}
+{"op":"add","path":"/elements/b3","value":{"type":"ListItem","props":{"title":"Ratify new CFO appointment","subtitle":"Governance · Vote"}}}
+{"op":"add","path":"/elements/b4","value":{"type":"ListItem","props":{"title":"Enterprise renewal risk mitigation","subtitle":"Revenue · Update"}}}
+{"op":"add","path":"/elements/b5","value":{"type":"ListItem","props":{"title":"Series D fundraise timeline","subtitle":"Finance · Decision required"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r3.txt
new file mode 100644
index 000000000..58f260a70
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r3.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","kpis","trends","budget-hc","risks-initiatives","health","board"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","header-tags"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Quarterly Command View","level":"h1"}}}
+{"op":"add","path":"/elements/header-tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["tag-quarter","tag-region"]}}
+{"op":"add","path":"/elements/tag-quarter","value":{"type":"Tag","props":{"text":{"$template":"Quarter: ${/quarter}"},"variant":"info","size":"md"}}}
+{"op":"add","path":"/elements/tag-region","value":{"type":"Tag","props":{"text":{"$template":"Region: ${/region}"},"variant":"neutral","size":"md"}}}
+{"op":"add","path":"/state/quarter","value":"Q4 FY24"}
+{"op":"add","path":"/state/region","value":"Global"}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["fc-quarter","fc-region","export-btn"]}}
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+{"op":"add","path":"/elements/main-with-note","value":{"type":"Card","props":{},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header","controls","export-note","kpis","trends","budget-hc","risks-initiatives","health","board"]}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r4.txt
new file mode 100644
index 000000000..c6795cd25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-exec__r4.txt
@@ -0,0 +1,111 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","controls","kpi-row","charts-row","budget-hc-row","risks-init-row","funnel-row","cust-row","board-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Quarterly Command View","subtitle":"CEO Executive Dashboard"}}}
+
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["quarter-fc","region-fc","export-btn"]}}
+{"op":"add","path":"/elements/quarter-fc","value":{"type":"FormControl","props":{"label":"Quarter","input":"quarter-select"}}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["q-q1","q-q2","q-q3","q-q4"],"value":{"$bindState":"/quarter"}}}}
+{"op":"add","path":"/elements/q-q1","value":{"type":"SelectItem","props":{"value":"Q1","label":"Q1 2024"}}}
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+{"op":"add","path":"/elements/q-q3","value":{"type":"SelectItem","props":{"value":"Q3","label":"Q3 2024"}}}
+{"op":"add","path":"/elements/q-q4","value":{"type":"SelectItem","props":{"value":"Q4","label":"Q4 2024"}}}
+{"op":"add","path":"/state/quarter","value":"Q4"}
+{"op":"add","path":"/elements/region-fc","value":{"type":"FormControl","props":{"label":"Region Focus","input":"region-select"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["r-all","r-na","r-emea","r-apac","r-latam"],"value":{"$bindState":"/region"}}}}
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+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"}}}
+{"op":"add","path":"/elements/r-latam","value":{"type":"SelectItem","props":{"value":"LATAM","label":"LATAM"}}}
+{"op":"add","path":"/state/region","value":"All"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Board Pack","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/exported","value":true}}}}}
+{"op":"add","path":"/state/exported","value":false}
+{"op":"add","path":"/elements/export-note","value":{"type":"Callout","props":{"variant":"success","title":"Export Started","description":"Your board pack is being generated."},"visible":{"$state":"/exported"}}}
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+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-rev","kpi-cost","kpi-profit","kpi-runway"]}}
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+{"op":"add","path":"/elements/kpi-rev-l","value":{"type":"TextContent","props":{"text":"Revenue","size":"small-heavy"}}}
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+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["rev-chart-card","cost-chart-card"]}}
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+{"op":"add","path":"/elements/rev-chart-h","value":{"type":"Heading","props":{"text":"Revenue Over Four Quarters","level":"h4"}}}
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+{"op":"add","path":"/elements/cost-chart-h","value":{"type":"Heading","props":{"text":"Costs Over Four Quarters","level":"h4"}}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r1.txt
new file mode 100644
index 000000000..904964bab
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r2.txt
new file mode 100644
index 000000000..2d9f41a7f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r2.txt
@@ -0,0 +1,118 @@
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r3.txt
new file mode 100644
index 000000000..cb4d3ec91
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r3.txt
@@ -0,0 +1,161 @@
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+{"op":"add","path":"/elements/headline-tag","value":{"type":"Tag","props":{"text":{"$item":"sentiment"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/state/headlines","value":[]}
+{"op":"add","path":"/state/headlines/0","value":{"id":"1","text":"Fed signals patience on rate cuts amid sticky inflation","sentiment":"Bearish","variant":"danger"}}
+{"op":"add","path":"/state/headlines/1","value":{"id":"2","text":"Nvidia unveils next-gen AI chips, orders surge","sentiment":"Bullish","variant":"success"}}
+{"op":"add","path":"/state/headlines/2","value":{"id":"3","text":"Oil steadies as OPEC+ holds output targets","sentiment":"Neutral","variant":"neutral"}}
+{"op":"add","path":"/state/headlines/3","value":{"id":"4","text":"US jobless claims tick lower, labor market resilient","sentiment":"Bullish","variant":"success"}}
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+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["releases-header","releases-table"]}}
+{"op":"add","path":"/elements/releases-header","value":{"type":"CardHeader","props":{"title":"Economic Releases","subtitle":"This week"}}}
+{"op":"add","path":"/elements/releases-table","value":{"type":"Table","props":{"columns":["rel-col-day","rel-col-event","rel-col-fcst"]},"children":["rel-col-day","rel-col-event","rel-col-fcst"]}}
+{"op":"add","path":"/elements/rel-col-day","value":{"type":"Col","props":{"label":"Day","type":"string","data":["Mon","Tue","Wed","Thu","Fri"]}}}
+{"op":"add","path":"/elements/rel-col-event","value":{"type":"Col","props":{"label":"Event","type":"string","data":["ISM Manufacturing","JOLTS Openings","FOMC Minutes","Jobless Claims","Nonfarm Payrolls"]}}}
+{"op":"add","path":"/elements/rel-col-fcst","value":{"type":"Col","props":{"label":"Forecast","type":"string","data":["49.2","8.6M","—","215K","185K"]}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r4.txt
new file mode 100644
index 000000000..0ba9359cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-fund__r4.txt
@@ -0,0 +1,147 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","tf-controls","row-positions-sectors","row-var-margin","row-movers-watch","row-orders-strat","row-news-econ","row-limits-actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Trading Desk — Morning Workspace","subtitle":"Pre-market overview & risk"}}}
+
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["kpi-portfolio","kpi-pnl","kpi-var","kpi-margin"]}}
+{"op":"add","path":"/elements/kpi-portfolio","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-portfolio-t","kpi-portfolio-v"]}}
+{"op":"add","path":"/elements/kpi-portfolio-t","value":{"type":"TextContent","props":{"text":"Portfolio Value","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-portfolio-v","value":{"type":"Heading","props":{"text":{"$template":"$${/portfolioValue}"},"level":"h2"}}}
+{"op":"add","path":"/state/portfolioValue","value":"48,720,340"}
+{"op":"add","path":"/elements/kpi-pnl","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-pnl-t","kpi-pnl-v","kpi-pnl-tag"]}}
+{"op":"add","path":"/elements/kpi-pnl-t","value":{"type":"TextContent","props":{"text":"P&L Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-pnl-v","value":{"type":"Heading","props":{"text":{"$template":"+$${/pnlToday}"},"level":"h2"}}}
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+{"op":"add","path":"/elements/kpi-pnl-tag","value":{"type":"Tag","props":{"text":"+0.64%","variant":"success","size":"sm"}}}
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+{"op":"add","path":"/elements/kpi-var-t","value":{"type":"TextContent","props":{"text":"Value at Risk (1d, 95%)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-var-v","value":{"type":"Heading","props":{"text":{"$template":"$${/var}"},"level":"h2"}}}
+{"op":"add","path":"/state/var","value":"1,240,000"}
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+{"op":"add","path":"/elements/kpi-margin","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-margin-t","kpi-margin-p"]}}
+{"op":"add","path":"/elements/kpi-margin-t","value":{"type":"TextContent","props":{"text":"Margin In Use","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-margin-p","value":{"type":"Progress","props":{"value":62,"label":"$14.2M / $22.9M (62%)"}}}
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+{"op":"add","path":"/elements/tf-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["tf-label","tf-radio","tf-actions"]}}
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+{"op":"add","path":"/elements/si-buy","value":{"type":"SelectItem","props":{"value":"BUY","label":"Buy"}}}
+{"op":"add","path":"/elements/si-sell","value":{"type":"SelectItem","props":{"value":"SELL","label":"Sell"}}}
+{"op":"add","path":"/elements/fc-qty","value":{"type":"FormControl","props":{"label":"Quantity","input":"in-qty"},"children":["in-qty"]}}
+{"op":"add","path":"/elements/in-qty","value":{"type":"Input","props":{"name":"qty","type":"number","placeholder":"0","value":{"$bindState":"/newOrder/qty"}}}}
+{"op":"add","path":"/elements/order-submit","value":{"type":"Button","props":{"label":"Submit Order","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/orders","value":{"id":"$id","ticker":{"$state":"/newOrder/ticker"},"side":{"$state":"/newOrder/side"},"qty":{"$state":"/newOrder/qty"},"status":"Working"}}}}}}
+
+{"op":"add","path":"/elements/row-positions-sectors","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["positions-card","sectors-card"]}}
+{"op":"add","path":"/elements/positions-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["positions-h","positions-table"]}}
+{"op":"add","path":"/elements/positions-h","value":{"type":"Heading","props":{"text":"Positions","level":"h3"}}}
+{"op":"add","path":"/elements/positions-table","value":{"type":"Table","props":{"columns":["col-tkr","col-size","col-entry","col-cur"]},"children":["col-tkr","col-size","col-entry","col-cur"]}}
+{"op":"add","path":"/elements/col-tkr","value":{"type":"Col","props":{"label":"Ticker","type":"string","data":["AAPL","MSFT","NVDA","TSLA","JPM"]}}}
+{"op":"add","path":"/elements/col-size","value":{"type":"Col","props":{"label":"Size","type":"number","data":[12000,8500,4200,3000,6000]}}}
+{"op":"add","path":"/elements/col-entry","value":{"type":"Col","props":{"label":"Entry","type":"number","data":[178.4,402.1,720.5,240.3,188.2]}}}
+{"op":"add","path":"/elements/col-cur","value":{"type":"Col","props":{"label":"Current","type":"number","data":[192.7,418.9,875.2,214.6,201.4]}}}
+{"op":"add","path":"/elements/sectors-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sectors-h","sectors-chart"]}}
+{"op":"add","path":"/elements/sectors-h","value":{"type":"Heading","props":{"text":"Exposure by Sector","level":"h3"}}}
+{"op":"add","path":"/elements/sectors-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Technology","Financials","Energy","Healthcare","Consumer"],"values":[42,21,14,13,10]}}}
+
+{"op":"add","path":"/elements/row-var-margin","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["dd-card","limits-preview"]}}
+{"op":"add","path":"/elements/dd-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dd-h","dd-chart"]}}
+{"op":"add","path":"/elements/dd-h","value":{"type":"Heading","props":{"text":"Drawdown (Past Year)","level":"h3"}}}
+{"op":"add","path":"/elements/dd-chart","value":{"type":"AreaChart","props":{"labels":["Apr","Jun","Aug","Oct","Dec","Feb","Apr"],"series":["dd-series"],"variant":"natural","yLabel":"%"},"children":["dd-series"]}}
+{"op":"add","path":"/elements/dd-series","value":{"type":"Series","props":{"category":"Drawdown %","values":[-2.1,-5.4,-3.2,-8.7,-6.1,-4.3,-2.8]}}}
+{"op":"add","path":"/elements/limits-preview","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["strat-h","strat-chart"]}}
+{"op":"add","path":"/elements/strat-h","value":{"type":"Heading","props":{"text":"Strategy Return YTD","level":"h3"}}}
+{"op":"add","path":"/elements/strat-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Momentum","Mean Reversion","Stat Arb","Macro","Vol Carry"],"series":["strat-series"],"xLabel":"% YTD"},"children":["strat-series"]}}
+{"op":"add","path":"/elements/strat-series","value":{"type":"Series","props":{"category":"Return %","values":[18.4,7.2,11.9,-3.1,9.6]}}}
+
+{"op":"add","path":"/elements/row-movers-watch","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["gainers-card","losers-card","watch-card"]}}
+{"op":"add","path":"/elements/gainers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gainers-h","gainers-list"]}}
+{"op":"add","path":"/elements/gainers-h","value":{"type":"Heading","props":{"text":"Top Gainers","level":"h3"}}}
+{"op":"add","path":"/elements/gainers-list","value":{"type":"ListBlock","props":{"items":["gainer-item"]},"repeat":{"statePath":"/gainers","key":"ticker"},"children":["gainer-item"]}}
+{"op":"add","path":"/elements/gainer-item","value":{"type":"ListItem","props":{"title":{"$item":"ticker"},"subtitle":{"$item":"change"}}}}
+{"op":"add","path":"/state/gainers","value":[]}
+{"op":"add","path":"/state/gainers/0","value":{"ticker":"NVDA","change":"+6.8%"}}
+{"op":"add","path":"/state/gainers/1","value":{"ticker":"AMD","change":"+4.2%"}}
+{"op":"add","path":"/state/gainers/2","value":{"ticker":"META","change":"+3.5%"}}
+{"op":"add","path":"/elements/losers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["losers-h","losers-list"]}}
+{"op":"add","path":"/elements/losers-h","value":{"type":"Heading","props":{"text":"Top Losers","level":"h3"}}}
+{"op":"add","path":"/elements/losers-list","value":{"type":"ListBlock","props":{"items":["loser-item"]},"repeat":{"statePath":"/losers","key":"ticker"},"children":["loser-item"]}}
+{"op":"add","path":"/elements/loser-item","value":{"type":"ListItem","props":{"title":{"$item":"ticker"},"subtitle":{"$item":"change"}}}}
+{"op":"add","path":"/state/losers","value":[]}
+{"op":"add","path":"/state/losers/0","value":{"ticker":"TSLA","change":"-5.1%"}}
+{"op":"add","path":"/state/losers/1","value":{"ticker":"INTC","change":"-3.7%"}}
+{"op":"add","path":"/state/losers/2","value":{"ticker":"BA","change":"-2.9%"}}
+{"op":"add","path":"/elements/watch-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["watch-h","watch-list"]}}
+{"op":"add","path":"/elements/watch-h","value":{"type":"Heading","props":{"text":"Watchlist","level":"h3"}}}
+{"op":"add","path":"/elements/watch-list","value":{"type":"ListBlock","props":{"items":["watch-item"]},"repeat":{"statePath":"/watchlist","key":"ticker"},"children":["watch-item"]}}
+{"op":"add","path":"/elements/watch-item","value":{"type":"ListItem","props":{"title":{"$item":"ticker"},"subtitle":{"$template":"$${price}"}}}}
+{"op":"add","path":"/state/watchlist","value":[]}
+{"op":"add","path":"/state/watchlist/0","value":{"ticker":"GOOGL","price":"171.30"}}
+{"op":"add","path":"/state/watchlist/1","value":{"ticker":"AMZN","price":"186.90"}}
+{"op":"add","path":"/state/watchlist/2","value":{"ticker":"NFLX","price":"628.40"}}
+{"op":"add","path":"/state/watchlist/3","value":{"ticker":"SPY","price":"512.75"}}
+
+{"op":"add","path":"/elements/row-orders-strat","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["orders-card"]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-h","orders-list"]}}
+{"op":"add","path":"/elements/orders-h","value":{"type":"Heading","props":{"text":"Working Orders","level":"h3"}}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["order-row-info","order-row-status","order-row-cancel"]}}
+{"op":"add","path":"/elements/order-row-info","value":{"type":"TextContent","props":{"text":{"$template":"${side} ${qty} ${ticker}"}}}}
+{"op":"add","path":"/elements/order-row-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/order-row-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary","size":"small","type":"destructive"},"on":{"press":{"action":"removeState","params":{"statePath":"/orders","index":{"$index":true}}}}}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"o1","ticker":"AAPL","side":"BUY","qty":"2000","status":"Working"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"o2","ticker":"MSFT","side":"SELL","qty":"1500","status":"Working"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"o3","ticker":"NVDA","side":"BUY","qty":"500","status":"Partial"}}
+
+{"op":"add","path":"/elements/row-news-econ","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["news-card","econ-card"]}}
+{"op":"add","path":"/elements/news-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["news-h","news-list"]}}
+{"op":"add","path":"/elements/news-h","value":{"type":"Heading","props":{"text":"Market Headlines","level":"h3"}}}
+{"op":"add","path":"/elements/news-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/headlines","key":"id"},"children":["news-row"]}}
+{"op":"add","path":"/elements/news-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["news-text","news-sent"]}}
+{"op":"add","path":"/elements/news-text","value":{"type":"TextContent","props":{"text":{"$item":"headline"}}}}
+{"op":"add","path":"/elements/news-sent","value":{"type":"Tag","props":{"text":{"$item":"sentiment"},"variant":{"$item":"sentimentVariant"},"size":"sm"}}}
+{"op":"add","path":"/state/headlines","value":[]}
+{"op":"add","path":"/state/headlines/0","value":{"id":"h1","headline":"Fed signals patience on rate cuts","sentiment":"Neutral","sentimentVariant":"neutral"}}
+{"op":"add","path":"/state/headlines/1","value":{"id":"h2","headline":"Nvidia posts record data-center revenue","sentiment":"Positive","sentimentVariant":"success"}}
+{"op":"add","path":"/state/headlines/2","value":{"id":"h3","headline":"Oil slides on demand concerns","sentiment":"Negative","sentimentVariant":"danger"}}
+{"op":"add","path":"/state/headlines/3","value":{"id":"h4","headline":"Tech earnings beat expectations broadly","sentiment":"Positive","sentimentVariant":"success"}}
+{"op":"add","path":"/elements/econ-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["econ-h","econ-list"]}}
+{"op":"add","path":"/elements/econ-h","value":{"type":"Heading","props":{"text":"Economic Releases This Week","level":"h3"}}}
+{"op":"add","path":"/elements/econ-list","value":{"type":"ListBlock","props":{"items":["econ-item"]},"repeat":{"statePath":"/econ","key":"id"},"children":["econ-item"]}}
+{"op":"add","path":"/elements/econ-item","value":{"type":"ListItem","props":{"title":{"$item":"event"},"subtitle":{"$template":"${day} · ${time}"}}}}
+{"op":"add","path":"/state/econ","value":[]}
+{"op":"add","path":"/state/econ/0","value":{"id":"e1","event":"CPI (MoM)","day":"Tue","time":"08:30 ET"}}
+{"op":"add","path":"/state/econ/1","value":{"id":"e2","event":"Retail Sales","day":"Wed","time":"08:30 ET"}}
+{"op":"add","path":"/state/econ/2","value":{"id":"e3","event":"FOMC Minutes","day":"Wed","time":"14:00 ET"}}
+{"op":"add","path":"/state/econ/3","value":{"id":"e4","event":"Initial Jobless Claims","day":"Thu","time":"08:30 ET"}}
+
+{"op":"add","path":"/elements/row-limits-actions","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["limits-h","limits-alert","limits-list"]}}
+{"op":"add","path":"/elements/limits-h","value":{"type":"Heading","props":{"text":"Risk Limits","level":"h3"}}}
+{"op":"add","path":"/elements/limits-alert","value":{"type":"Alert","props":{"title":"Limits Near Breach","description":"2 limits are within 10% of their threshold. Review before adding exposure.","variant":"warning"}}}
+{"op":"add","path":"/elements/limits-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/limits","key":"id"},"children":["limit-row"]}}
+{"op":"add","path":"/elements/limit-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["limit-label","limit-prog"]}}
+{"op":"add","path":"/elements/limit-label","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${used} / ${limit}"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/limit-prog","value":{"type":"Progress","props":{"value":{"$item":"pct"},"label":{"$template":"${pct}% utilised"}}}}
+{"op":"add","path":"/state/limits","value":[]}
+{"op":"add","path":"/state/limits/0","value":{"id":"l1","name":"Sector Concentration (Tech)","used":"42%","limit":"45%","pct":93}}
+{"op":"add","path":"/state/limits/1","value":{"id":"l2","name":"VaR Limit","used":"$1.24M","limit":"$1.30M","pct":95}}
+{"op":"add","path":"/state/limits/2","value":{"id":"l3","name":"Gross Leverage","used":"2.1x","limit":"3.0x","pct":70}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..f1e8a1d21
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r1.txt
@@ -0,0 +1,119 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","secondrow","regionfocus","charts","tables","opsrow","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Live-Ops Command Center","subtitle":"Nebula Realms — real-time operations"}}}
+
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-rev","kpi-arpu","kpi-inflation"]}}
+
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-online-l","kpi-online-v","kpi-online-t"]}}
+{"op":"add","path":"/elements/kpi-online-l","value":{"type":"TextContent","props":{"text":"Players Online Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-online-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/online}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-online-t","value":{"type":"Badge","props":{"text":"live","variant":"secondary"}}}
+{"op":"add","path":"/state/metrics","value":{"online":"48,214","dau":"312,880","mau":"4,120,500","revToday":"$92,430","arpu":"$0.30","inflation":"+3.2%"}}
+
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-dau-l","kpi-dau-v"]}}
+{"op":"add","path":"/elements/kpi-dau-l","value":{"type":"TextContent","props":{"text":"Daily Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-dau-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/dau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mau-l","kpi-mau-v"]}}
+{"op":"add","path":"/elements/kpi-mau-l","value":{"type":"TextContent","props":{"text":"Monthly Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mau-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/mau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-l","kpi-rev-v"]}}
+{"op":"add","path":"/elements/kpi-rev-l","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/revToday}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arpu-l","kpi-arpu-v"]}}
+{"op":"add","path":"/elements/kpi-arpu-l","value":{"type":"TextContent","props":{"text":"Revenue per User","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arpu-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/arpu}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-infl-l","kpi-infl-v","kpi-infl-t"]}}
+{"op":"add","path":"/elements/kpi-infl-l","value":{"type":"TextContent","props":{"text":"In-Game Currency Inflation","size":"small"}}}
+{"op":"add","path":"/elements/kpi-infl-v","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/inflation}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-infl-t","value":{"type":"Badge","props":{"text":"gold / week","variant":"outline"}}}
+
+{"op":"add","path":"/elements/regionfocus","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["regionfocus-label","regionfocus-select","regionfocus-out"]}}
+{"op":"add","path":"/elements/regionfocus-label","value":{"type":"TextContent","props":{"text":"**Focus Region:**"}}}
+{"op":"add","path":"/elements/regionfocus-select","value":{"type":"Select","props":{"name":"focusRegion","placeholder":"All regions","value":{"$bindState":"/focusRegion"},"items":["fr-all","fr-na","fr-eu","fr-apac","fr-sa"]}}}
+{"op":"add","path":"/elements/fr-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Regions"}}}
+{"op":"add","path":"/elements/fr-na","value":{"type":"SelectItem","props":{"value":"NA","label":"North America"}}}
+{"op":"add","path":"/elements/fr-eu","value":{"type":"SelectItem","props":{"value":"EU","label":"Europe"}}}
+{"op":"add","path":"/elements/fr-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/fr-sa","value":{"type":"SelectItem","props":{"value":"SA","label":"South America"}}}
+{"op":"add","path":"/elements/regionfocus-out","value":{"type":"Tag","props":{"text":{"$template":"Viewing: ${/focusRegion}"},"variant":"info"}}}
+{"op":"add","path":"/state/focusRegion","value":"All"}
+
+{"op":"add","path":"/elements/charts","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["session-card","crash-card","bestsellers-card"]}}
+
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["session-h","session-chart"]}}
+{"op":"add","path":"/elements/session-h","value":{"type":"Heading","props":{"text":"Avg Session Length (min) — Last 14 Days","level":"h4"}}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["session-series"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"}}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Session Length","values":[24,26,25,28,27,30,31,29,33,32,34,31,35,37]}}}
+
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["crash-h","crash-chart"]}}
+{"op":"add","path":"/elements/crash-h","value":{"type":"Heading","props":{"text":"Crash Rate by App Version (%)","level":"h4"}}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["v3.1.0","v3.1.2","v3.2.0","v3.2.1","v3.3.0"],"series":["crash-series"],"xLabel":"Version","yLabel":"Crash %"}}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate","values":[1.8,1.2,0.9,0.6,2.4]}}}
+
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["best-h","best-chart"]}}
+{"op":"add","path":"/elements/best-h","value":{"type":"Heading","props":{"text":"Best-Selling Items (units)","level":"h4"}}}
+{"op":"add","path":"/elements/best-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Starlight Skin","Dragon Mount","Season Pass","Loot Crate x10","Gold Booster"],"series":["best-series"],"xLabel":"Units Sold"}}}
+{"op":"add","path":"/elements/best-series","value":{"type":"Series","props":{"category":"Units","values":[8420,6110,5890,4300,3720]}}}
+
+{"op":"add","path":"/elements/tables","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["region-card","experiment-card"]}}
+
+{"op":"add","path":"/elements/region-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["region-h","region-table"]}}
+{"op":"add","path":"/elements/region-h","value":{"type":"Heading","props":{"text":"Server Regions & Health","level":"h4"}}}
+{"op":"add","path":"/elements/region-table","value":{"type":"Table","props":{"columns":["rc-region","rc-players","rc-latency","rc-health"]}}}
+{"op":"add","path":"/elements/rc-region","value":{"type":"Col","props":{"label":"Region","type":"string","data":["North America","Europe","Asia-Pacific","South America"]}}}
+{"op":"add","path":"/elements/rc-players","value":{"type":"Col","props":{"label":"Players","type":"number","data":[18240,15630,11890,2454]}}}
+{"op":"add","path":"/elements/rc-latency","value":{"type":"Col","props":{"label":"Latency (ms)","type":"number","data":[42,38,55,88]}}}
+{"op":"add","path":"/elements/rc-health","value":{"type":"Col","props":{"label":"Health","type":"string","data":["Healthy","Healthy","Degraded","Down"]}}}
+
+{"op":"add","path":"/elements/experiment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["exp-h","exp-1","exp-2"]}}
+{"op":"add","path":"/elements/exp-h","value":{"type":"Heading","props":{"text":"Running Experiments","level":"h4"}}}
+{"op":"add","path":"/elements/exp-1","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["exp-1-t","exp-1-d","exp-1-p"]}}
+{"op":"add","path":"/elements/exp-1-t","value":{"type":"TextContent","props":{"text":"**EXP-01: New Onboarding Flow**","size":"default"}}}
+{"op":"add","path":"/elements/exp-1-d","value":{"type":"TextContent","props":{"text":"Variant B: +14% D1 retention vs control. Significance 97%.","size":"small"}}}
+{"op":"add","path":"/elements/exp-1-p","value":{"type":"Progress","props":{"value":97,"label":"Confidence 97% — Winner: Variant B"}}}
+{"op":"add","path":"/elements/exp-2","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["exp-2-t","exp-2-d","exp-2-p"]}}
+{"op":"add","path":"/elements/exp-2-t","value":{"type":"TextContent","props":{"text":"**EXP-02: Store Bundle Pricing**","size":"default"}}}
+{"op":"add","path":"/elements/exp-2-d","value":{"type":"TextContent","props":{"text":"Variant A: -2% conversion, +6% ARPU. Not yet conclusive.","size":"small"}}}
+{"op":"add","path":"/elements/exp-2-p","value":{"type":"Progress","props":{"value":61,"label":"Confidence 61% — Inconclusive"}}}
+
+{"op":"add","path":"/elements/opsrow","value":{"type":"Card","props":{"direction":"row","gap":"l","wrap":true},"children":["events-card","reviewqueue-card"]}}
+
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["events-h","events-list"]}}
+{"op":"add","path":"/elements/events-h","value":{"type":"Heading","props":{"text":"Live Events — Running & Upcoming","level":"h4"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","justify":"between","align":"center"},"children":["event-name","event-status"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${window}"}}}
+{"op":"add","path":"/elements/event-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"live","eq":true},"$then":"success","$else":"info"}}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Frostfall Festival","window":"Now → Dec 20","status":"LIVE","live":true}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Double XP Weekend","window":"Now → Sun","status":"LIVE","live":true}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Lunar Raid Boss","window":"Dec 22 → 24","status":"UPCOMING","live":false}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"New Year Bash","window":"Dec 31 → Jan 2","status":"UPCOMING","live":false}}
+
+{"op":"add","path":"/elements/reviewqueue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["review-h","review-reports","review-appeals"]}}
+{"op":"add","path":"/elements/review-h","value":{"type":"Heading","props":{"text":"Moderation Queue","level":"h4"}}}
+{"op":"add","path":"/elements/review-reports","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","justify":"between","align":"center"},"children":["review-reports-l","review-reports-v"]}}
+{"op":"add","path":"/elements/review-reports-l","value":{"type":"TextContent","props":{"text":"Player Reports Awaiting Review"}}}
+{"op":"add","path":"/elements/review-reports-v","value":{"type":"Badge","props":{"text":{"$template":"${/queue/reports}"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/review-appeals","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","justify":"between","align":"center"},"children":["review-appeals-l","review-appeals-v"]}}
+{"op":"add","path":"/elements/review-appeals-l","value":{"type":"TextContent","props":{"text":"Ban Appeals Awaiting Review"}}}
+{"op":"add","path":"/elements/review-appeals-v","value":{"type":"Badge","props":{"text":{"$template":"${/queue/appeals}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/queue","value":{"reports":137,"appeals":42}}
+
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"center"},"children":["patch-drawer","hotfix-dialog"]}}
+{"op":"add","path":"/elements/patch-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Draft Patch Notes","title":"Draft Patch Notes","description":"Compose release notes for the next build.","content":["patch-form"]}}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["patch-version-fc","patch-notes-fc","patch-save"]}}
+{"op":"add","path":"/elements/patch-version-fc","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input"}}}
+{"op":"add","path":"/elements/patch-version-input","value":{"type":"Input","props":{"name":"patchVersion","placeholder":"v3.3.1","value":{"$bindState":"/patch/version"}}}}
+{"op":"add","path":"/elements/patch-notes-fc","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-notes-input","hint":"Markdown supported"}}}
+{"op":"add","path":"/elements/patch-notes-input","value":{"type":"TextArea","props":{"name":"patchNotes","placeholder":"- Fixed crash on region APAC\n- Balanced Dragon Mount price","rows":6,"value":{"$bindState":"/patch/notes"}}}}
+{"op":"add","path":"/elements/patch-save","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patch/saved","value":true}}}}}
+{"op":"add","path":"/state/patch","value":{"version":"","notes":"","saved":false}}
+
+{"op":"add","path":"/elements/hotfix-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix","triggerVariant":"destructive","title":"Ship Hotfix Now?","description":"This will deploy the current hotfix build to all live servers immediately. Confirm to proceed.","confirmLabel":"Deploy Hotfix","cancelLabel":"Cancel"}}}
+
+{"op":"add","path":"/state/hotfixDeployed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..5ae69b730
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r2.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","charts-row","tables-row","ops-row","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Live-Ops War Room — Nebula Online","subtitle":"Real-time studio operations dashboard"}}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-rev","kpi-arpu","kpi-inflation"]}}
+
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-online-label","kpi-online-val","kpi-online-tag"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players Online Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-online-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/online}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-online-tag","value":{"type":"Tag","props":{"text":"Live","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/kpis","value":{"online":"48,213","dau":"612,004","mau":"5,842,110","revToday":"$184,920","arpu":"$3.42","inflation":"+2.7%"}}
+
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-dau-label","kpi-dau-val"]}}
+{"op":"add","path":"/elements/kpi-dau-label","value":{"type":"TextContent","props":{"text":"Daily Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-dau-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/dau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mau-label","kpi-mau-val"]}}
+{"op":"add","path":"/elements/kpi-mau-label","value":{"type":"TextContent","props":{"text":"Monthly Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mau-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/mau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-label","kpi-rev-val"]}}
+{"op":"add","path":"/elements/kpi-rev-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/revToday}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arpu-label","kpi-arpu-val"]}}
+{"op":"add","path":"/elements/kpi-arpu-label","value":{"type":"TextContent","props":{"text":"Revenue Per User (ARPU)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arpu-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/arpu}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-inflation-label","kpi-inflation-val","kpi-inflation-tag"]}}
+{"op":"add","path":"/elements/kpi-inflation-label","value":{"type":"TextContent","props":{"text":"In-Game Currency Inflation","size":"small"}}}
+{"op":"add","path":"/elements/kpi-inflation-val","value":{"type":"Heading","props":{"text":{"$template":"${/kpis/inflation}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-inflation-tag","value":{"type":"Tag","props":{"text":"Weekly drift","variant":"warning","size":"sm"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["session-card","crash-card"]}}
+
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["session-head","session-chart"]}}
+{"op":"add","path":"/elements/session-head","value":{"type":"Heading","props":{"text":"Avg Session Length — Past 2 Weeks (min)","level":"h4"}}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["session-series"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"}}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Session (min)","values":[24,26,25,28,27,31,33,30,29,32,34,33,35,36]}}}
+
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crash-head","crash-chart"]}}
+{"op":"add","path":"/elements/crash-head","value":{"type":"Heading","props":{"text":"Crash Rate by App Version (%)","level":"h4"}}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["3.1.0","3.1.1","3.2.0","3.2.1","3.3.0"],"series":["crash-series"],"xLabel":"Version","yLabel":"Crash %"}}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate","values":[1.8,1.2,0.9,0.6,2.4]}}}
+
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sellers-card","regions-card"]}}
+
+{"op":"add","path":"/elements/sellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sellers-head","sellers-table"]}}
+{"op":"add","path":"/elements/sellers-head","value":{"type":"Heading","props":{"text":"Best-Selling Items","level":"h4"}}}
+{"op":"add","path":"/elements/sellers-table","value":{"type":"Table","props":{"columns":["sellers-col-name","sellers-col-units"]}}}
+{"op":"add","path":"/elements/sellers-col-name","value":{"type":"Col","props":{"label":"Item","data":["Aurora Skin Pack","500 Nova Gems","Season Pass Gold","Dragon Mount","Loot Booster x10"],"type":"string"}}}
+{"op":"add","path":"/elements/sellers-col-units","value":{"type":"Col","props":{"label":"Units","data":[12480,9820,7640,5210,4890],"type":"number"}}}
+
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["regions-head","regions-list"]}}
+{"op":"add","path":"/elements/regions-head","value":{"type":"Heading","props":{"text":"Server Region Health","level":"h4"}}}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-row"]}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["region-name","region-tag","region-focus-btn"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${latency}ms"}}}
+{"op":"add","path":"/elements/region-tag","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/elements/region-focus-btn","value":{"type":"Button","props":{"label":"Focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na","name":"NA-East","latency":32,"health":"Healthy","variant":"success"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu","name":"EU-West","latency":41,"health":"Healthy","variant":"success"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"asia","name":"Asia-Pacific","latency":88,"health":"Degraded","variant":"warning"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"sa","name":"South America","latency":120,"health":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/focusedRegion","value":""}
+
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["events-card","queue-card","experiments-card"]}}
+
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Live Events","level":"h4"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["event-name","event-status"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${window}"}}}
+{"op":"add","path":"/elements/event-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Winter Frost Festival","window":"Now → Dec 24","status":"Running","variant":"success"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Double XP Weekend","window":"Now → Sun","status":"Running","variant":"success"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Lunar Raid","window":"In 3 days","status":"Upcoming","variant":"info"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"Founder's Sale","window":"In 6 days","status":"Upcoming","variant":"info"}}
+
+{"op":"add","path":"/elements/queue-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["queue-head","queue-reports","queue-appeals"]}}
+{"op":"add","path":"/elements/queue-head","value":{"type":"Heading","props":{"text":"Moderation Queue","level":"h4"}}}
+{"op":"add","path":"/elements/queue-reports","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["queue-reports-label","queue-reports-badge"]}}
+{"op":"add","path":"/elements/queue-reports-label","value":{"type":"TextContent","props":{"text":"Player Reports Awaiting Review"}}}
+{"op":"add","path":"/elements/queue-reports-badge","value":{"type":"Badge","props":{"text":{"$template":"${/queue/reports}"},"variant":"destructive"}}}
+{"op":"add","path":"/elements/queue-appeals","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["queue-appeals-label","queue-appeals-badge"]}}
+{"op":"add","path":"/elements/queue-appeals-label","value":{"type":"TextContent","props":{"text":"Ban Appeals Awaiting Review"}}}
+{"op":"add","path":"/elements/queue-appeals-badge","value":{"type":"Badge","props":{"text":{"$template":"${/queue/appeals}"},"variant":"secondary"}}}
+{"op":"add","path":"/state/queue","value":{"reports":342,"appeals":87}}
+
+{"op":"add","path":"/elements/experiments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["experiments-head","exp-list"]}}
+{"op":"add","path":"/elements/experiments-head","value":{"type":"Heading","props":{"text":"Running Experiments","level":"h4"}}}
+{"op":"add","path":"/elements/exp-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/experiments","key":"id"},"children":["exp-row"]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-name","exp-result"]}}
+{"op":"add","path":"/elements/exp-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/exp-result","value":{"type":"TextContent","props":{"text":{"$template":"${result}"},"size":"small"}}}
+{"op":"add","path":"/state/experiments","value":[]}
+{"op":"add","path":"/state/experiments/0","value":{"id":"x1","name":"Exp A: New Onboarding Flow","result":"Variant B +8.2% D1 retention (95% conf.) — winning"}}
+{"op":"add","path":"/state/experiments/1","value":{"id":"x2","name":"Exp B: Store Layout Redesign","result":"Variant A +3.1% conversion, -1.4% ARPU — inconclusive"}}
+
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["actions-head","focus-callout","actions-buttons"]}}
+{"op":"add","path":"/elements/actions-head","value":{"type":"Heading","props":{"text":"Ops Controls","level":"h4"}}}
+{"op":"add","path":"/elements/focus-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Focused Region","description":{"$template":"Currently focused on: ${/focusedRegion}"}},"visible":{"$state":"/focusedRegion"}}}
+{"op":"add","path":"/elements/actions-buttons","value":{"type":"Buttons","props":{"buttons":["draft-patch-btn","focus-region-btn","hotfix-btn"],"direction":"row"}}}
+
+{"op":"add","path":"/elements/draft-patch-btn","value":{"type":"DrawerBlock","props":{"triggerLabel":"Draft Patch Notes","title":"Draft Patch Notes","description":"Compose release notes for the next build","content":["patch-form-control-ver","patch-form-control-notes","patch-save-btn"]}}}
+{"op":"add","path":"/elements/patch-form-control-ver","value":{"type":"FormControl","props":{"label":"Version","input":"patch-ver-input"}}}
+{"op":"add","path":"/elements/patch-ver-input","value":{"type":"Input","props":{"name":"patchVer","placeholder":"3.3.1","value":{"$bindState":"/patch/version"}}}}
+{"op":"add","path":"/elements/patch-form-control-notes","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-notes-input"}}}
+{"op":"add","path":"/elements/patch-notes-input","value":{"type":"TextArea","props":{"name":"patchNotes","placeholder":"- Fixed crash on Asia-Pacific login\n- Balanced Nova Gem economy","rows":6,"value":{"$bindState":"/patch/notes"}}}}
+{"op":"add","path":"/elements/patch-save-btn","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patch/saved","value":true}}}}}
+{"op":"add","path":"/state/patch","value":{"version":"","notes":"","saved":false}}
+
+{"op":"add","path":"/elements/focus-region-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Focus On Region","title":"Focus On Region","description":"Pin dashboards to a single region","content":["focus-region-select","focus-region-apply"],"triggerVariant":"secondary"}}}
+{"op":"add","path":"/elements/focus-region-select","value":{"type":"Select","props":{"name":"focusSel","placeholder":"Choose region","items":["fr-na","fr-eu","fr-asia","fr-sa"],"value":{"$bindState":"/focusSelection"}}}}
+{"op":"add","path":"/elements/fr-na","value":{"type":"SelectItem","props":{"value":"NA-East","label":"NA-East"}}}
+{"op":"add","path":"/elements/fr-eu","value":{"type":"SelectItem","props":{"value":"EU-West","label":"EU-West"}}}
+{"op":"add","path":"/elements/fr-asia","value":{"type":"SelectItem","props":{"value":"Asia-Pacific","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/fr-sa","value":{"type":"SelectItem","props":{"value":"South America","label":"South America"}}}
+{"op":"add","path":"/elements/focus-region-apply","value":{"type":"Button","props":{"label":"Apply Focus","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":{"$state":"/focusSelection"}}}}}}
+{"op":"add","path":"/state/focusSelection","value":""}
+
+{"op":"add","path":"/elements/hotfix-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix","title":"Ship Hotfix to Production?","description":"This will deploy the current hotfix build to all live regions immediately. This action cannot be undone.","confirmLabel":"Ship It","cancelLabel":"Cancel","triggerVariant":"destructive"}}}
+
+{"op":"add","path":"/state/hotfixShipped","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..e4842a61a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r3.txt
@@ -0,0 +1,132 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","charts-row","tables-row","ops-row","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Live-Ops Room — Nebula Online","subtitle":"Real-time studio operations dashboard"}}}
+
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-rev","kpi-arpu","kpi-inflation"]}}
+
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-online-label","kpi-online-val","kpi-online-tag"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players Online Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-online-val","value":{"type":"Heading","props":{"text":{"$template":"${/online}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-online-tag","value":{"type":"Tag","props":{"text":"Live","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/online","value":"48,213"}
+
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-dau-label","kpi-dau-val"]}}
+{"op":"add","path":"/elements/kpi-dau-label","value":{"type":"TextContent","props":{"text":"Daily Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-dau-val","value":{"type":"Heading","props":{"text":{"$template":"${/dau}"},"level":"h2"}}}
+{"op":"add","path":"/state/dau","value":"312,540"}
+
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mau-label","kpi-mau-val"]}}
+{"op":"add","path":"/elements/kpi-mau-label","value":{"type":"TextContent","props":{"text":"Monthly Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mau-val","value":{"type":"Heading","props":{"text":{"$template":"${/mau}"},"level":"h2"}}}
+{"op":"add","path":"/state/mau","value":"4.28M"}
+
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-label","kpi-rev-val"]}}
+{"op":"add","path":"/elements/kpi-rev-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-val","value":{"type":"Heading","props":{"text":{"$template":"${/revenueToday}"},"level":"h2"}}}
+{"op":"add","path":"/state/revenueToday","value":"$187,940"}
+
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arpu-label","kpi-arpu-val"]}}
+{"op":"add","path":"/elements/kpi-arpu-label","value":{"type":"TextContent","props":{"text":"Revenue Per User (ARPU)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arpu-val","value":{"type":"Heading","props":{"text":{"$template":"${/arpu}"},"level":"h2"}}}
+{"op":"add","path":"/state/arpu","value":"$0.60"}
+
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-inflation-label","kpi-inflation-val","kpi-inflation-tag"]}}
+{"op":"add","path":"/elements/kpi-inflation-label","value":{"type":"TextContent","props":{"text":"Currency Inflation (30d)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-inflation-val","value":{"type":"Heading","props":{"text":{"$template":"${/inflation}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-inflation-tag","value":{"type":"Tag","props":{"text":"Watch","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/inflation","value":"+6.4%"}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["session-chart-card","crash-chart-card"]}}
+
+{"op":"add","path":"/elements/session-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["session-head","session-chart"]}}
+{"op":"add","path":"/elements/session-head","value":{"type":"Heading","props":{"text":"Avg Session Length — Past 2 Weeks (min)","level":"h4"}}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["session-series"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"}}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Session (min)","values":[24,26,25,27,29,31,33,30,28,29,32,34,33,35]}}}
+
+{"op":"add","path":"/elements/crash-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crash-head","crash-chart"]}}
+{"op":"add","path":"/elements/crash-head","value":{"type":"Heading","props":{"text":"Crash Rate by App Version (%)","level":"h4"}}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["3.2.0","3.2.1","3.3.0","3.3.1","3.4.0"],"series":["crash-series"],"xLabel":"Version","yLabel":"Crash %"}}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate","values":[1.8,1.2,0.9,0.7,2.1]}}}
+
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["bestsellers-card","regions-card"]}}
+
+{"op":"add","path":"/elements/bestsellers-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bestsellers-head","bestsellers-table"]}}
+{"op":"add","path":"/elements/bestsellers-head","value":{"type":"Heading","props":{"text":"Best-Selling Items","level":"h4"}}}
+{"op":"add","path":"/elements/bestsellers-table","value":{"type":"Table","props":{"columns":["bs-col-item","bs-col-units"]}}}
+{"op":"add","path":"/elements/bs-col-item","value":{"type":"Col","props":{"label":"Item","data":["Nova Skin Bundle","1000 Star Gems","Battle Pass S4","Dragon Mount","Loot Crate x10"],"type":"string"}}}
+{"op":"add","path":"/elements/bs-col-units","value":{"type":"Col","props":{"label":"Units Sold","data":[8420,6310,5890,4120,3760],"type":"number"}}}
+
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["regions-head","regions-list"]}}
+{"op":"add","path":"/elements/regions-head","value":{"type":"Heading","props":{"text":"Server Regions & Health","level":"h4"}}}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-row"]}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["region-name","region-status","region-focus-btn"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${latency}ms"}}}}
+{"op":"add","path":"/elements/region-status","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":"secondary"}}}
+{"op":"add","path":"/elements/region-focus-btn","value":{"type":"Button","props":{"label":"Focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na","name":"NA-East","latency":32,"health":"Healthy"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu","name":"EU-West","latency":41,"health":"Healthy"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"apac","name":"APAC","latency":88,"health":"Degraded"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"sa","name":"SA-East","latency":120,"health":"Critical"}}
+{"op":"add","path":"/state/focusedRegion","value":""}
+
+{"op":"add","path":"/elements/focus-banner","value":{"type":"Callout","props":{"variant":"info","title":"Region Focus Active","description":{"$template":"Now focusing telemetry on ${/focusedRegion}"}},"visible":{"$state":"/focusedRegion","neq":""}}}
+
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["focus-banner","events-card","reviews-row","experiments-card"]}}
+
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Live Events — Running & Upcoming","level":"h4"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["event-name","event-status"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${window}"}}}}
+{"op":"add","path":"/elements/event-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Double XP Weekend","window":"Now → Sun","status":"Running"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Winter Frost Festival","window":"Starts in 2d","status":"Upcoming"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Boss Rush Trial","window":"Now → 6h","status":"Running"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"Guild Wars Season 5","window":"Starts in 9d","status":"Upcoming"}}
+
+{"op":"add","path":"/elements/reviews-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["reports-card","appeals-card"]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["reports-label","reports-val","reports-tag"]}}
+{"op":"add","path":"/elements/reports-label","value":{"type":"TextContent","props":{"text":"Player Reports Awaiting Review","size":"small"}}}
+{"op":"add","path":"/elements/reports-val","value":{"type":"Heading","props":{"text":{"$template":"${/reportsQueue}"},"level":"h2"}}}
+{"op":"add","path":"/elements/reports-tag","value":{"type":"Tag","props":{"text":"Queue","variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/reportsQueue","value":"1,284"}
+
+{"op":"add","path":"/elements/appeals-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["appeals-label","appeals-val","appeals-tag"]}}
+{"op":"add","path":"/elements/appeals-label","value":{"type":"TextContent","props":{"text":"Ban Appeals Awaiting Review","size":"small"}}}
+{"op":"add","path":"/elements/appeals-val","value":{"type":"Heading","props":{"text":{"$template":"${/appealsQueue}"},"level":"h2"}}}
+{"op":"add","path":"/elements/appeals-tag","value":{"type":"Tag","props":{"text":"Queue","variant":"danger","size":"sm"}}}
+{"op":"add","path":"/state/appealsQueue","value":"342"}
+
+{"op":"add","path":"/elements/experiments-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["experiments-head","experiments-list"]}}
+{"op":"add","path":"/elements/experiments-head","value":{"type":"Heading","props":{"text":"Running Experiments (A/B)","level":"h4"}}}
+{"op":"add","path":"/elements/experiments-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/experiments","key":"id"},"children":["exp-row"]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["exp-name","exp-progress","exp-result"]}}
+{"op":"add","path":"/elements/exp-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/exp-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"Sample: ${progress}%"}}}}
+{"op":"add","path":"/elements/exp-result","value":{"type":"TextContent","props":{"text":{"$template":"Result: ${result}"},"size":"small"}}}
+{"op":"add","path":"/state/experiments","value":[]}
+{"op":"add","path":"/state/experiments/0","value":{"id":"x1","name":"Store Layout: Grid vs List","progress":72,"result":"Variant B +8.3% conversion (95% conf.)"}}
+{"op":"add","path":"/state/experiments/1","value":{"id":"x2","name":"Onboarding Tutorial Length","progress":54,"result":"Variant A +4.1% D7 retention (88% conf.)"}}
+
+{"op":"add","path":"/elements/actions","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"justify":"between"},"children":["draft-patch","focus-region-ctrl","ship-hotfix"]}}
+
+{"op":"add","path":"/elements/draft-patch","value":{"type":"DrawerBlock","props":{"triggerLabel":"Draft Patch Notes","title":"Draft Patch Notes","description":"Compose notes for the next release","content":["patch-form"]}}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["patch-version-fc","patch-body-fc","patch-save-btn"]}}
+{"op":"add","path":"/elements/patch-version-fc","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input"}}}
+{"op":"add","path":"/elements/patch-version-input","value":{"type":"Input","props":{"name":"patchVersion","placeholder":"e.g. 3.4.1","value":{"$bindState":"/patch/version"}}}}
+{"op":"add","path":"/elements/patch-body-fc","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-body-input"}}}
+{"op":"add","path":"/elements/patch-body-input","value":{"type":"TextArea","props":{"name":"patchBody","placeholder":"- Fixed crash on APAC servers\n- Balance changes...","rows":6,"value":{"$bindState":"/patch/body"}}}}
+{"op":"add","path":"/elements/patch-save-btn","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patch/saved","value":true}}}}}
+{"op":"add","path":"/state/patch","value":{"version":"","body":"","saved":false}}
+
+{"op":"add","path":"/elements/focus-region-ctrl","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["focus-region-label","focus-region-select"]}}
+{"op":"add","path":"/elements/focus-region-label","value":{"type":"Label","props":{"text":"Focus On One Region"}}}
+{"op":"add","path":"/elements/focus-region-select","value":{"type":"Select","props":{"name":"focusRegion","placeholder":"Select region","items":["fr-na","fr-eu","fr-apac","fr-sa"],"value":{"$bindState":"/focusedRegion"}}}}
+{"op":"add","path":"/elements/fr-na","value":{"type":"SelectItem","props":{"value":"NA-East","label":"NA-East"}}}
+{"op":"add","path":"/elements/fr-eu","value":{"type":"SelectItem","props":{"value":"EU-West","label":"EU-West"}}}
+{"op":"add","path":"/elements/fr-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"}}}
+{"op":"add","path":"/elements/fr-sa","value":{"type":"SelectItem","props":{"value":"SA-East","label":"SA-East"}}}
+
+{"op":"add","path":"/elements/ship-hotfix","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix","title":"Ship Hotfix to Production?","description":"This deploys the current build to all live regions immediately. Are you sure?","confirmLabel":"Deploy Now","cancelLabel":"Cancel","triggerVariant":"destructive"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..1ab7541df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-game__r4.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpis","region-focus","charts-row","tables-row","ops-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Live-Ops Command Room","subtitle":"Real-time studio operations dashboard"}}}
+
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-rev","kpi-arpu","kpi-inflation"]}}
+
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-online-label","kpi-online-value","kpi-online-tag"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players Online Now","size":"small"}}}
+{"op":"add","path":"/elements/kpi-online-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/online}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-online-tag","value":{"type":"Tag","props":{"text":"LIVE","variant":"success","size":"sm"}}}
+{"op":"add","path":"/state/metrics","value":{"online":"48,213","dau":"612,905","mau":"4,281,776","revToday":"$184,320","arpu":"$0.43","inflation":"+3.8%"}}
+
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-dau-label","kpi-dau-value"]}}
+{"op":"add","path":"/elements/kpi-dau-label","value":{"type":"TextContent","props":{"text":"Daily Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-dau-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/dau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-mau-label","kpi-mau-value"]}}
+{"op":"add","path":"/elements/kpi-mau-label","value":{"type":"TextContent","props":{"text":"Monthly Active Players","size":"small"}}}
+{"op":"add","path":"/elements/kpi-mau-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/mau}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-rev","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-rev-label","kpi-rev-value"]}}
+{"op":"add","path":"/elements/kpi-rev-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-rev-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/revToday}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-arpu-label","kpi-arpu-value"]}}
+{"op":"add","path":"/elements/kpi-arpu-label","value":{"type":"TextContent","props":{"text":"Revenue Per User","size":"small"}}}
+{"op":"add","path":"/elements/kpi-arpu-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/arpu}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/kpi-inflation","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-inflation-label","kpi-inflation-value"]}}
+{"op":"add","path":"/elements/kpi-inflation-label","value":{"type":"TextContent","props":{"text":"Currency Inflation (30d)","size":"small"}}}
+{"op":"add","path":"/elements/kpi-inflation-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/inflation}"},"level":"h2"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","wrap":true},"children":["region-focus-label","region-select","region-focus-status"]}}
+{"op":"add","path":"/elements/region-focus-label","value":{"type":"TextContent","props":{"text":"**Focus on region:**"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"focusRegion","placeholder":"All regions","value":{"$bindState":"/focusRegion"},"items":["ropt-all","ropt-na","ropt-eu","ropt-apac","ropt-sa"]}}}
+{"op":"add","path":"/elements/ropt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/ropt-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"}}}
+{"op":"add","path":"/elements/ropt-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/ropt-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/ropt-sa","value":{"type":"SelectItem","props":{"value":"sa","label":"South America"}}}
+{"op":"add","path":"/elements/region-focus-status","value":{"type":"TextContent","props":{"text":{"$template":"Currently focused: ${/focusRegion}"},"size":"small"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["session-card","crash-card"]}}
+
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["session-head","session-chart"]}}
+{"op":"add","path":"/elements/session-head","value":{"type":"Heading","props":{"text":"Avg Session Length — Past 2 Weeks (min)","level":"h4"}}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["D1","D2","D3","D4","D5","D6","D7","D8","D9","D10","D11","D12","D13","D14"],"series":["session-series"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"}}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Session (min)","values":[22,24,23,26,25,28,31,29,27,30,32,33,31,34]}}}
+
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["crash-head","crash-chart"]}}
+{"op":"add","path":"/elements/crash-head","value":{"type":"Heading","props":{"text":"Crash Rate by App Version (%)","level":"h4"}}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["3.1.0","3.1.2","3.2.0","3.2.1","3.3.0"],"series":["crash-series"],"xLabel":"Version","yLabel":"Crash %"}}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate","values":[1.8,1.2,0.9,0.6,2.4]}}}
+
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["items-card","regions-card"]}}
+
+{"op":"add","path":"/elements/items-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["items-head","items-table"]}}
+{"op":"add","path":"/elements/items-head","value":{"type":"Heading","props":{"text":"Best-Selling Items","level":"h4"}}}
+{"op":"add","path":"/elements/items-table","value":{"type":"Table","props":{"columns":["items-col-name","items-col-units","items-col-rev"]}}}
+{"op":"add","path":"/elements/items-col-name","value":{"type":"Col","props":{"label":"Item","type":"string","data":["Dragon Skin Bundle","Mega Gem Pack","Battle Pass S7","Starter Kit","Legendary Blade"]}}}
+{"op":"add","path":"/elements/items-col-units","value":{"type":"Col","props":{"label":"Units","type":"number","data":[8421,7305,6890,5412,3877]}}}
+{"op":"add","path":"/elements/items-col-rev","value":{"type":"Col","props":{"label":"Revenue","type":"string","data":["$42,105","$36,525","$68,900","$16,236","$29,077"]}}}
+
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["regions-head","regions-list"]}}
+{"op":"add","path":"/elements/regions-head","value":{"type":"Heading","props":{"text":"Server Regions & Health","level":"h4"}}}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-row"]}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["region-name","region-health-tag","region-focus-btn"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${players} online"}}}
+{"op":"add","path":"/elements/region-health-tag","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/elements/region-focus-btn","value":{"type":"Button","props":{"label":"Focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusRegion","value":{"$item":"id"}}}}}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na","name":"North America","players":"18,402","health":"Healthy","variant":"success"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu","name":"Europe","players":"15,110","health":"Healthy","variant":"success"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"apac","name":"Asia-Pacific","players":"11,290","health":"Degraded","variant":"warning"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"sa","name":"South America","players":"3,411","health":"Outage","variant":"danger"}}
+
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["events-card","review-row","experiments-card"]}}
+
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Live Events — Running & Upcoming","level":"h4"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["event-name","event-status-tag"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${window}"}}}
+{"op":"add","path":"/elements/event-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"}}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Summer Clash Tournament","window":"Now → Jul 14","status":"Running","variant":"success"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Double XP Weekend","window":"Now → Jul 8","status":"Running","variant":"success"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"Legendary Loot Drop","window":"Jul 16 → Jul 20","status":"Upcoming","variant":"info"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"Founders Anniversary","window":"Aug 1 → Aug 5","status":"Upcoming","variant":"info"}}
+
+{"op":"add","path":"/elements/review-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["reports-card","appeals-card"]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["reports-label","reports-value","reports-badge"]}}
+{"op":"add","path":"/elements/reports-label","value":{"type":"TextContent","props":{"text":"Player Reports Awaiting Review","size":"small"}}}
+{"op":"add","path":"/elements/reports-value","value":{"type":"Heading","props":{"text":{"$template":"${/queues/reports}"},"level":"h2"}}}
+{"op":"add","path":"/elements/reports-badge","value":{"type":"Badge","props":{"text":"Needs attention","variant":"destructive"}}}
+{"op":"add","path":"/elements/appeals-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["appeals-label","appeals-value","appeals-badge"]}}
+{"op":"add","path":"/elements/appeals-label","value":{"type":"TextContent","props":{"text":"Ban Appeals Awaiting Review","size":"small"}}}
+{"op":"add","path":"/elements/appeals-value","value":{"type":"Heading","props":{"text":{"$template":"${/queues/appeals}"},"level":"h2"}}}
+{"op":"add","path":"/elements/appeals-badge","value":{"type":"Badge","props":{"text":"In queue","variant":"secondary"}}}
+{"op":"add","path":"/state/queues","value":{"reports":"327","appeals":"84"}}
+
+{"op":"add","path":"/elements/experiments-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["experiments-head","exp-1","exp-2"]}}
+{"op":"add","path":"/elements/experiments-head","value":{"type":"Heading","props":{"text":"Running Experiments","level":"h4"}}}
+{"op":"add","path":"/elements/exp-1","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["exp-1-title","exp-1-desc","exp-1-tag"]}}
+{"op":"add","path":"/elements/exp-1-title","value":{"type":"TextContent","props":{"text":"**Exp A: New Onboarding Flow**"}}}
+{"op":"add","path":"/elements/exp-1-desc","value":{"type":"TextContent","props":{"text":"Variant B: D1 retention 41.2% vs control 37.8% (+3.4pp)","size":"small"}}}
+{"op":"add","path":"/elements/exp-1-tag","value":{"type":"Tag","props":{"text":"Winning: Variant B","variant":"success","size":"sm"}}}
+{"op":"add","path":"/elements/exp-2","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["exp-2-title","exp-2-desc","exp-2-tag"]}}
+{"op":"add","path":"/elements/exp-2-title","value":{"type":"TextContent","props":{"text":"**Exp B: Store Layout Redesign**"}}}
+{"op":"add","path":"/elements/exp-2-desc","value":{"type":"TextContent","props":{"text":"Variant B: ARPU $0.44 vs control $0.43 (+2.3%, not yet significant)","size":"small"}}}
+{"op":"add","path":"/elements/exp-2-tag","value":{"type":"Tag","props":{"text":"Inconclusive","variant":"warning","size":"sm"}}}
+
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["patch-notes-drawer","hotfix-dialog"]}}
+
+{"op":"add","path":"/elements/patch-notes-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Draft Patch Notes","title":"Draft Patch Notes","description":"Compose release notes for the next update","content":["patch-form"]}}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["patch-version-fc","patch-body-fc","patch-save-btn"]}}
+{"op":"add","path":"/elements/patch-version-fc","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input"}}}
+{"op":"add","path":"/elements/patch-version-input","value":{"type":"Input","props":{"name":"patchVersion","placeholder":"e.g. 3.3.1","value":{"$bindState":"/patch/version"}}}}
+{"op":"add","path":"/elements/patch-body-fc","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-body-input","hint":"Markdown supported"}}}
+{"op":"add","path":"/elements/patch-body-input","value":{"type":"TextArea","props":{"name":"patchBody","placeholder":"- Fixed crash on region SA\n- Balanced Legendary Blade drop rate","rows":6,"value":{"$bindState":"/patch/body"}}}}
+{"op":"add","path":"/elements/patch-save-btn","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patch/saved","value":true}}}}}
+{"op":"add","path":"/state/patch","value":{"version":"","body":"","saved":false}}
+
+{"op":"add","path":"/elements/hotfix-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Ship Hotfix","triggerVariant":"destructive","title":"Ship Hotfix to Production?","description":"This will deploy the current build to all live servers immediately. This affects players in-game right now.","confirmLabel":"Deploy Now","cancelLabel":"Cancel"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..aa8ab1a10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","andon","kpis","lines-section","charts-row","maint-stock-row","supplier-shift-row","safety-quality-row","energy-workorders-row","schedule-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"CardHeader","props":{"title":"Factory Floor Console","subtitle":"Line 3 Assembly — Live Operations"}}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["export-btn","focus-select-btn"]}}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Shift Report","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}}}}
+{"op":"add","path":"/elements/focus-select-btn","value":{"type":"Button","props":{"label":"Clear Focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":""}}}}}
+{"op":"add","path":"/elements/export-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Report Exported","description":"Shift report has been generated and emailed to plant management."},"visible":{"$state":"/reportExported"}}}
+{"op":"add","path":"/state/reportExported","value":false}
+{"op":"add","path":"/state/focusedLine","value":""}
+
+{"op":"add","path":"/elements/andon","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["andon-header","andon-list"]}}
+{"op":"add","path":"/elements/andon-header","value":{"type":"Heading","props":{"text":"🔴 Live Andon Alerts","level":"h4"}}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Alert","props":{"title":{"$item":"line"},"description":{"$item":"message"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"a1","line":"Line 2 — Welding","message":"Material starvation, station 4 stopped","variant":"destructive"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"a2","line":"Line 4 — Packaging","message":"Quality flag raised, awaiting inspector","variant":"warning"}}
+{"op":"add","path":"/state/andonAlerts/2","value":{"id":"a3","line":"Line 1 — Assembly","message":"Running normally at target rate","variant":"success"}}
+
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-units","kpi-energy","kpi-safety"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-oee-label","kpi-oee-val","kpi-oee-prog"]}}
+{"op":"add","path":"/elements/kpi-oee-label","value":{"type":"TextContent","props":{"text":"Overall Equipment Effectiveness","size":"small"}}}
+{"op":"add","path":"/elements/kpi-oee-val","value":{"type":"Heading","props":{"text":"82.4%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-oee-prog","value":{"type":"Progress","props":{"value":82,"label":"Target 85%"}}}
+{"op":"add","path":"/elements/kpi-units","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-units-label","kpi-units-val","kpi-units-prog"]}}
+{"op":"add","path":"/elements/kpi-units-label","value":{"type":"TextContent","props":{"text":"Units Produced vs Target","size":"small"}}}
+{"op":"add","path":"/elements/kpi-units-val","value":{"type":"Heading","props":{"text":"6,240 / 8,000","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-units-prog","value":{"type":"Progress","props":{"value":78,"label":"78% of daily target"}}}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-energy-label","kpi-energy-val","kpi-energy-sub"]}}
+{"op":"add","path":"/elements/kpi-energy-label","value":{"type":"TextContent","props":{"text":"Energy Use Today","size":"small"}}}
+{"op":"add","path":"/elements/kpi-energy-val","value":{"type":"Heading","props":{"text":"14,820 kWh","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-energy-sub","value":{"type":"Badge","props":{"text":"+4% vs yesterday","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-safety-label","kpi-safety-val","kpi-safety-sub"]}}
+{"op":"add","path":"/elements/kpi-safety-label","value":{"type":"TextContent","props":{"text":"Safety","size":"small"}}}
+{"op":"add","path":"/elements/kpi-safety-val","value":{"type":"Heading","props":{"text":"37 days","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-safety-sub","value":{"type":"TextContent","props":{"text":"since last incident — **3 incidents** YTD","size":"small"}}}
+
+{"op":"add","path":"/elements/lines-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["lines-header","lines-list"]}}
+{"op":"add","path":"/elements/lines-header","value":{"type":"Heading","props":{"text":"Production Lines","level":"h4"}}}
+{"op":"add","path":"/elements/lines-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/lines","key":"id"},"children":["line-row"]}}
+{"op":"add","path":"/elements/line-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["line-info","line-rate","line-status","line-focus-btn"]}}
+{"op":"add","path":"/elements/line-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**"}}}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr"},"size":"small"}}}
+{"op":"add","path":"/elements/line-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}}}}
+{"op":"add","path":"/elements/line-focus-btn","value":{"type":"Button","props":{"label":"Focus","variant":"secondary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":{"$item":"name"}}}}}}
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"l1","name":"Line 1 — Assembly","rate":420,"status":"Running","statusVariant":"success"}}
+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line 2 — Welding","rate":0,"status":"Stopped","statusVariant":"danger"}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line 3 — Machining","rate":310,"status":"Running","statusVariant":"success"}}
+{"op":"add","path":"/state/lines/3","value":{"id":"l4","name":"Line 4 — Packaging","rate":180,"status":"Slowed","statusVariant":"warning"}}
+{"op":"add","path":"/elements/line-focus-banner","value":{"type":"Callout","props":{"variant":"info","title":"Focused Line","description":{"$template":"Now focusing on ${/focusedLine}"}},"visible":{"$state":"/focusedLine"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["defect-card","downtime-card"]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["defect-header","defect-chart"]}}
+{"op":"add","path":"/elements/defect-header","value":{"type":"Heading","props":{"text":"Defect Rate — Past Month","level":"h4"}}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["defect-series"],"variant":"natural","yLabel":"Defect %"},"children":["defect-series"]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect Rate %","values":[2.4,2.1,1.8,1.5]}}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["downtime-header","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-header","value":{"type":"Heading","props":{"text":"Downtime by Cause","level":"h4"}}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Changeover","Breakdown","Material","Quality","Other"],"values":[42,28,15,10,5],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/maint-stock-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["maint-card","stock-card"]}}
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["maint-header","maint-list"]}}
+{"op":"add","path":"/elements/maint-header","value":{"type":"Heading","props":{"text":"Machines Due for Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"ListBlock","props":{"items":["maint-item"]},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maint-item"]}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"ListItem","props":{"title":{"$item":"machine"},"subtitle":{"$template":"Due ${due} — ${type}"}}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","machine":"CNC Mill #2","due":"Jul 14","type":"Spindle service"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","machine":"Welding Robot A","due":"Jul 15","type":"Calibration"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","machine":"Conveyor 3","due":"Jul 18","type":"Belt inspection"}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stock-header","stock-steel","stock-resin","stock-pkg"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"Heading","props":{"text":"Raw Material Stock","level":"h4"}}}
+{"op":"add","path":"/elements/stock-steel","value":{"type":"Progress","props":{"value":68,"label":"Steel — 68% (34t)"}}}
+{"op":"add","path":"/elements/stock-resin","value":{"type":"Progress","props":{"value":24,"label":"Resin — 24% (1.2t) LOW"}}}
+{"op":"add","path":"/elements/stock-pkg","value":{"type":"Progress","props":{"value":85,"label":"Packaging — 85% (17k units)"}}}
+
+{"op":"add","path":"/elements/supplier-shift-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["supplier-card","shift-card"]}}
+{"op":"add","path":"/elements/supplier-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["supplier-header","supplier-table"]}}
+{"op":"add","path":"/elements/supplier-header","value":{"type":"Heading","props":{"text":"Supplier Deliveries This Week","level":"h4"}}}
+{"op":"add","path":"/elements/supplier-table","value":{"type":"Table","props":{"columns":["sup-col-name","sup-col-item","sup-col-date"]}}}
+{"op":"add","path":"/elements/sup-col-name","value":{"type":"Col","props":{"label":"Supplier","data":["SteelCo","PolyResin Ltd","PackRight","BoltWorks"],"type":"string"}}}
+{"op":"add","path":"/elements/sup-col-item","value":{"type":"Col","props":{"label":"Item","data":["Steel coil","Resin barrels","Cartons","Fasteners"],"type":"string"}}}
+{"op":"add","path":"/elements/sup-col-date","value":{"type":"Col","props":{"label":"Due","data":["Tue","Wed","Thu","Fri"],"type":"string"}}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shift-header","shift-chart"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"Heading","props":{"text":"Shift Output Comparison","level":"h4"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Morning","Afternoon","Night"],"series":["shift-series"],"yLabel":"Units"},"children":["shift-series"]}}
+{"op":"add","path":"/elements/shift-series","value":{"type":"Series","props":{"category":"Units Produced","values":[2450,2210,1580]}}}
+
+{"op":"add","path":"/elements/safety-quality-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["safety-card","quality-card"]}}
+{"op":"add","path":"/elements/safety-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["safety-header","safety-cal1","safety-cal2","safety-cal3"]}}
+{"op":"add","path":"/elements/safety-header","value":{"type":"Heading","props":{"text":"Safety Incidents (YTD)","level":"h4"}}}
+{"op":"add","path":"/elements/safety-cal1","value":{"type":"TextCallout","props":{"variant":"warning","title":"3 incidents this year","description":"Down from 7 last year"}}}
+{"op":"add","path":"/elements/safety-cal2","value":{"type":"TextCallout","props":{"variant":"success","title":"37 days since last incident","description":"Best streak of the quarter"}}}
+{"op":"add","path":"/elements/safety-cal3","value":{"type":"TagBlock","props":{"tags":["1 near-miss","2 first-aid","0 lost-time"]}}}
+{"op":"add","path":"/elements/quality-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["quality-header","quality-list"]}}
+{"op":"add","path":"/elements/quality-header","value":{"type":"Heading","props":{"text":"Batches on Quality Hold","level":"h4"}}}
+{"op":"add","path":"/elements/quality-list","value":{"type":"ListBlock","props":{"items":["quality-item"]},"repeat":{"statePath":"/qualityHolds","key":"id"},"children":["quality-item"]}}
+{"op":"add","path":"/elements/quality-item","value":{"type":"ListItem","props":{"title":{"$item":"batch"},"subtitle":{"$template":"${reason} — ${qty} units"}}}}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"q1","batch":"Batch #4471","reason":"Surface finish deviation","qty":320}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"q2","batch":"Batch #4468","reason":"Dimensional out-of-spec","qty":180}}
+{"op":"add","path":"/state/qualityHolds/2","value":{"id":"q3","batch":"Batch #4459","reason":"Awaiting lab result","qty":540}}
+
+{"op":"add","path":"/elements/energy-workorders-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["energy-card","workorders-card"]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["energy-header","energy-chart"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"Heading","props":{"text":"Energy Use Today (kWh)","level":"h4"}}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["6a","9a","12p","3p","6p","9p"],"series":["energy-series"],"variant":"natural","yLabel":"kWh"},"children":["energy-series"]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"kWh","values":[1200,2400,3100,2900,2600,2620]}}}
+{"op":"add","path":"/elements/workorders-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["wo-header","wo-list"]}}
+{"op":"add","path":"/elements/wo-header","value":{"type":"Heading","props":{"text":"Open Work Orders","level":"h4"}}}
+{"op":"add","path":"/elements/wo-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["wo-row"]}}
+{"op":"add","path":"/elements/wo-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["wo-title","wo-priority"]}}
+{"op":"add","path":"/elements/wo-title","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** — ${desc}"},"size":"small"}}}
+{"op":"add","path":"/elements/wo-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"}}}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-1042","desc":"Replace bearing on Conveyor 3","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-1043","desc":"Recalibrate torque wrench station","priority":"Medium","priorityVariant":"warning"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-1044","desc":"Replace HMI panel Line 1","priority":"Low","priorityVariant":"neutral"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-1045","desc":"Clear jam on Packaging robot","priority":"High","priorityVariant":"danger"}}
+
+{"op":"add","path":"/elements/schedule-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["schedule-header","schedule-form","schedule-confirm"]}}
+{"op":"add","path":"/elements/schedule-header","value":{"type":"Heading","props":{"text":"Schedule Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/schedule-form","value":{"type":"Form","props":{"name":"scheduleForm","fields":["fc-machine","fc-date"],"buttons":["schedule-submit"]}}}
+{"op":"add","path":"/elements/fc-machine","value":{"type":"FormControl","props":{"label":"Machine","input":"machine-select"}}}
+{"op":"add","path":"/elements/machine-select","value":{"type":"Select","props":{"name":"machine","placeholder":"Select machine","items":["ms1","ms2","ms3","ms4"],"value":{"$bindState":"/schedule/machine"}},"children":["ms1","ms2","ms3","ms4"]}}
+{"op":"add","path":"/elements/ms1","value":{"type":"SelectItem","props":{"value":"CNC Mill #2","label":"CNC Mill #2"}}}
+{"op":"add","path":"/elements/ms2","value":{"type":"SelectItem","props":{"value":"Welding Robot A","label":"Welding Robot A"}}}
+{"op":"add","path":"/elements/ms3","value":{"type":"SelectItem","props":{"value":"Conveyor 3","label":"Conveyor 3"}}}
+{"op":"add","path":"/elements/ms4","value":{"type":"SelectItem","props":{"value":"Packaging Robot","label":"Packaging Robot"}}}
+{"op":"add","path":"/elements/fc-date","value":{"type":"FormControl","props":{"label":"Date","input":"date-picker"}}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"date","mode":"single"}}}
+{"op":"add","path":"/elements/schedule-submit","value":{"type":"Button","props":{"label":"Schedule","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/scheduled","value":true}}}}}
+{"op":"add","path":"/elements/schedule-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Maintenance Scheduled","description":"The maintenance task has been added to the plan."},"visible":{"$state":"/scheduled"}}}
+{"op":"add","path":"/state/schedule","value":{"machine":""}}
+{"op":"add","path":"/state/scheduled","value":false}
+
+{"op":"add","path":"/elements/main/children/-","value":"export-confirm"}
+{"op":"add","path":"/elements/main/children/-","value":"line-focus-banner"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..97a7d1189
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,128 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","andon","kpi-row","lines-section","charts-row","maint-stock-row","supplier-shift-row","safety-quality-row","energy-workorders-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Factory Floor Supervisor Console","subtitle":"Plant 3 — Live Operations Dashboard"}}}
+
+{"op":"add","path":"/elements/andon","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["andon-head","andon-list"]}}
+{"op":"add","path":"/elements/andon-head","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/andon","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Alert","props":{"title":{"$item":"line"},"description":{"$item":"message"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/andon","value":[]}
+{"op":"add","path":"/state/andon/0","value":{"id":"a1","line":"Line 2 — Assembly","message":"Machine stopped: material jam detected","variant":"destructive"}}
+{"op":"add","path":"/state/andon/1","value":{"id":"a2","line":"Line 4 — Packaging","message":"Low resin feed — refill within 10 min","variant":"warning"}}
+{"op":"add","path":"/state/andon/2","value":{"id":"a3","line":"Line 1 — Molding","message":"Running nominal","variant":"success"}}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-output","kpi-energy"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-oee-title","kpi-oee-val","kpi-oee-prog"]}}
+{"op":"add","path":"/elements/kpi-oee-title","value":{"type":"TextContent","props":{"text":"Overall Equipment Effectiveness","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-oee-val","value":{"type":"Heading","props":{"text":{"$template":"${/oee}%"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-oee-prog","value":{"type":"Progress","props":{"value":{"$state":"/oee"},"label":"Target 85%"}}}
+{"op":"add","path":"/state/oee","value":78}
+{"op":"add","path":"/elements/kpi-output","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-out-title","kpi-out-val","kpi-out-prog"]}}
+{"op":"add","path":"/elements/kpi-out-title","value":{"type":"TextContent","props":{"text":"Units Produced vs Target","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-out-val","value":{"type":"Heading","props":{"text":{"$template":"${/produced} / ${/target}"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-out-prog","value":{"type":"Progress","props":{"value":74,"label":"74% of daily target"}}}
+{"op":"add","path":"/state/produced","value":8920}
+{"op":"add","path":"/state/target","value":12000}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["kpi-energy-title","kpi-energy-val","kpi-energy-sub"]}}
+{"op":"add","path":"/elements/kpi-energy-title","value":{"type":"TextContent","props":{"text":"Energy Use Today","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-energy-val","value":{"type":"Heading","props":{"text":{"$template":"${/energyKwh} kWh"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-energy-sub","value":{"type":"TextContent","props":{"text":"↑ 6% vs yesterday · 4,180 kWh","size":"small"}}}
+{"op":"add","path":"/state/energyKwh","value":4430}
+
+{"op":"add","path":"/elements/lines-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["lines-head","lines-focus","lines-list"]}}
+{"op":"add","path":"/elements/lines-head","value":{"type":"Heading","props":{"text":"Production Lines","level":"h3"}}}
+{"op":"add","path":"/elements/lines-focus","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["focus-label","focus-select","focus-clear"]}}
+{"op":"add","path":"/elements/focus-label","value":{"type":"TextContent","props":{"text":"Focus line:","size":"small-heavy"}}}
+{"op":"add","path":"/elements/focus-select","value":{"type":"Select","props":{"name":"focusLine","placeholder":"All lines","value":{"$bindState":"/focusLine"},"items":["fl-all","fl-1","fl-2","fl-3","fl-4"]}}}
+{"op":"add","path":"/elements/fl-all","value":{"type":"SelectItem","props":{"value":"","label":"All lines"}}}
+{"op":"add","path":"/elements/fl-1","value":{"type":"SelectItem","props":{"value":"Line 1","label":"Line 1 — Molding"}}}
+{"op":"add","path":"/elements/fl-2","value":{"type":"SelectItem","props":{"value":"Line 2","label":"Line 2 — Assembly"}}}
+{"op":"add","path":"/elements/fl-3","value":{"type":"SelectItem","props":{"value":"Line 3","label":"Line 3 — Finishing"}}}
+{"op":"add","path":"/elements/fl-4","value":{"type":"SelectItem","props":{"value":"Line 4","label":"Line 4 — Packaging"}}}
+{"op":"add","path":"/state/focusLine","value":""}
+{"op":"add","path":"/elements/focus-clear","value":{"type":"Button","props":{"label":"Clear focus","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusLine","value":""}}}}}
+{"op":"add","path":"/elements/lines-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/lines","key":"id"},"children":["line-item"]}}
+{"op":"add","path":"/elements/line-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["line-name","line-rate","line-status"]}}
+{"op":"add","path":"/elements/line-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr"}}}}
+{"op":"add","path":"/elements/line-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badge"}}}}
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"l1","name":"Line 1 — Molding","rate":420,"status":"Running","badge":"default"}}
+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line 2 — Assembly","rate":0,"status":"Stopped","badge":"destructive"}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line 3 — Finishing","rate":310,"status":"Running","badge":"default"}}
+{"op":"add","path":"/state/lines/3","value":{"id":"l4","name":"Line 4 — Packaging","rate":180,"status":"Slowed","badge":"secondary"}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["defect-card","downtime-card","shift-card"]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["defect-title","defect-chart"]}}
+{"op":"add","path":"/elements/defect-title","value":{"type":"Heading","props":{"text":"Defect Rate — Past Month (%)","level":"h4"}}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["defect-series"],"variant":"natural","yLabel":"Defect %"}}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect Rate","values":[2.4,2.1,2.8,1.9]}}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["downtime-title","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-title","value":{"type":"Heading","props":{"text":"Downtime by Cause (hrs)","level":"h4"}}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Changeover","Breakdown","Material","No Operator","Other"],"values":[12,8,5,3,2],"variant":"donut"}}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["shift-title","shift-chart"]}}
+{"op":"add","path":"/elements/shift-title","value":{"type":"Heading","props":{"text":"Shift Output Comparison","level":"h4"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Morning","Afternoon","Night"],"series":["shift-series"],"yLabel":"Units"}}}
+{"op":"add","path":"/elements/shift-series","value":{"type":"Series","props":{"category":"Units","values":[3400,3200,2320]}}}
+
+{"op":"add","path":"/elements/maint-stock-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["maint-due-card","stock-card"]}}
+{"op":"add","path":"/elements/maint-due-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maint-due-title","maint-due-list"]}}
+{"op":"add","path":"/elements/maint-due-title","value":{"type":"Heading","props":{"text":"Machines Due for Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/maint-due-list","value":{"type":"ListBlock","props":{"items":["md-1","md-2","md-3"]}}}
+{"op":"add","path":"/elements/md-1","value":{"type":"ListItem","props":{"title":"Injection Molder IM-04","subtitle":"Due in 2 days · 1,200 hrs run"}}}
+{"op":"add","path":"/elements/md-2","value":{"type":"ListItem","props":{"title":"Conveyor CV-11","subtitle":"Overdue by 1 day"}}}
+{"op":"add","path":"/elements/md-3","value":{"type":"ListItem","props":{"title":"Packaging Robot PR-02","subtitle":"Due in 5 days"}}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["stock-title","stock-steel","stock-resin","stock-pack"]}}
+{"op":"add","path":"/elements/stock-title","value":{"type":"Heading","props":{"text":"Raw Material Stock","level":"h4"}}}
+{"op":"add","path":"/elements/stock-steel","value":{"type":"Progress","props":{"value":68,"label":"Steel — 68% (34 t)"}}}
+{"op":"add","path":"/elements/stock-resin","value":{"type":"Progress","props":{"value":22,"label":"Resin — 22% (4.4 t) LOW"}}}
+{"op":"add","path":"/elements/stock-pack","value":{"type":"Progress","props":{"value":85,"label":"Packaging — 85% (17k units)"}}}
+
+{"op":"add","path":"/elements/supplier-shift-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["supplier-card"]}}
+{"op":"add","path":"/elements/supplier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["supplier-title","supplier-table"]}}
+{"op":"add","path":"/elements/supplier-title","value":{"type":"Heading","props":{"text":"Supplier Deliveries Due This Week","level":"h4"}}}
+{"op":"add","path":"/elements/supplier-table","value":{"type":"Table","props":{"columns":["sup-col-name","sup-col-item","sup-col-date"]}}}
+{"op":"add","path":"/elements/sup-col-name","value":{"type":"Col","props":{"label":"Supplier","type":"string","data":["SteelCorp","ResinTech","PackPro","BoltFix"]}}}
+{"op":"add","path":"/elements/sup-col-item","value":{"type":"Col","props":{"label":"Item","type":"string","data":["Steel coil","Resin pellets","Cartons","Fasteners"]}}}
+{"op":"add","path":"/elements/sup-col-date","value":{"type":"Col","props":{"label":"Due","type":"string","data":["Tue","Wed","Thu","Fri"]}}}
+
+{"op":"add","path":"/elements/safety-quality-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["safety-card","quality-card"]}}
+{"op":"add","path":"/elements/safety-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["safety-title","safety-stat1","safety-stat2"]}}
+{"op":"add","path":"/elements/safety-title","value":{"type":"Heading","props":{"text":"Safety","level":"h4"}}}
+{"op":"add","path":"/elements/safety-stat1","value":{"type":"TextContent","props":{"text":"**Incidents this year:** 3","size":"large"}}}
+{"op":"add","path":"/elements/safety-stat2","value":{"type":"TextContent","props":{"text":"**Days since last incident:** 42","size":"large"}}}
+{"op":"add","path":"/elements/quality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quality-title","quality-list"]}}
+{"op":"add","path":"/elements/quality-title","value":{"type":"Heading","props":{"text":"Batches on Quality Hold","level":"h4"}}}
+{"op":"add","path":"/elements/quality-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/qualityHold","key":"id"},"children":["quality-item"]}}
+{"op":"add","path":"/elements/quality-item","value":{"type":"ListItem","props":{"title":{"$item":"batch"},"subtitle":{"$item":"reason"}}}}
+{"op":"add","path":"/state/qualityHold","value":[]}
+{"op":"add","path":"/state/qualityHold/0","value":{"id":"q1","batch":"Batch B-2291","reason":"Dimensional out of tolerance"}}
+{"op":"add","path":"/state/qualityHold/1","value":{"id":"q2","batch":"Batch B-2288","reason":"Surface finish defect"}}
+{"op":"add","path":"/state/qualityHold/2","value":{"id":"q3","batch":"Batch B-2280","reason":"Pending final inspection"}}
+
+{"op":"add","path":"/elements/energy-workorders-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["wo-title","wo-list"]}}
+{"op":"add","path":"/elements/wo-title","value":{"type":"Heading","props":{"text":"Open Work Orders","level":"h4"}}}
+{"op":"add","path":"/elements/wo-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["wo-item"]}}
+{"op":"add","path":"/elements/wo-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["wo-desc","wo-prio"]}}
+{"op":"add","path":"/elements/wo-desc","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${title}"}}}}
+{"op":"add","path":"/elements/wo-prio","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$item":"prioVariant"}}}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-501","title":"Replace bearing on CV-11","priority":"High","prioVariant":"destructive"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-502","title":"Calibrate sensor IM-04","priority":"Medium","prioVariant":"secondary"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-503","title":"Lubricate PR-02 joints","priority":"Low","prioVariant":"outline"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-504","title":"Inspect Line 2 jam sensor","priority":"High","prioVariant":"destructive"}}
+
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["schedule-drawer","export-btn"]}}
+{"op":"add","path":"/elements/schedule-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Schedule Maintenance","title":"Schedule Maintenance","description":"Select a machine and date","content":["sched-fc-machine","sched-fc-date","sched-submit"]}}}
+{"op":"add","path":"/elements/sched-fc-machine","value":{"type":"FormControl","props":{"label":"Machine","input":"sched-machine"}}}
+{"op":"add","path":"/elements/sched-machine","value":{"type":"Select","props":{"name":"schedMachine","placeholder":"Select machine","value":{"$bindState":"/sched/machine"},"items":["sm-1","sm-2","sm-3"]}}}
+{"op":"add","path":"/elements/sm-1","value":{"type":"SelectItem","props":{"value":"IM-04","label":"Injection Molder IM-04"}}}
+{"op":"add","path":"/elements/sm-2","value":{"type":"SelectItem","props":{"value":"CV-11","label":"Conveyor CV-11"}}}
+{"op":"add","path":"/elements/sm-3","value":{"type":"SelectItem","props":{"value":"PR-02","label":"Packaging Robot PR-02"}}}
+{"op":"add","path":"/state/sched","value":{"machine":""}}
+{"op":"add","path":"/elements/sched-fc-date","value":{"type":"FormControl","props":{"label":"Date","input":"sched-date"}}}
+{"op":"add","path":"/elements/sched-date","value":{"type":"DatePicker","props":{"name":"schedDate","mode":"single","value":{"$bindState":"/sched/date"}}}}
+{"op":"add","path":"/elements/sched-submit","value":{"type":"Button","props":{"label":"Schedule","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduled","value":{"id":"$id","machine":{"$state":"/sched/machine"}}}}}}}
+{"op":"add","path":"/state/scheduled","value":[]}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Shift Report","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}}}}
+{"op":"add","path":"/state/reportExported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..913ddcc75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,128 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","andon","kpis","line-section","charts-row","maint-stock","supplier-shift","safety-quality","energy-orders","actions"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Factory Floor Console — Line Alpha Plant","subtitle":"Live production supervisor dashboard"}}}
+{"op":"add","path":"/elements/andon","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["andon-head","andon-list"]}}
+{"op":"add","path":"/elements/andon-head","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h3"}}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/andon","key":"id"},"children":["andon-item"]}}
+{"op":"add","path":"/elements/andon-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"detail"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/andon","value":[]}
+{"op":"add","path":"/state/andon/0","value":{"id":"a1","title":"Line 3 — Conveyor Jam","detail":"Stopped 4 min ago · Operator paged","variant":"destructive"}}
+{"op":"add","path":"/state/andon/1","value":{"id":"a2","title":"Line 1 — Low Resin Feed","detail":"Feed pressure below threshold","variant":"warning"}}
+{"op":"add","path":"/state/andon/2","value":{"id":"a3","title":"Line 2 — Running Nominal","detail":"All parameters in range","variant":"success"}}
+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-units","kpi-energy","kpi-safety"]}}
+{"op":"add","path":"/elements/kpi-oee","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-oee-t","kpi-oee-p"]}}
+{"op":"add","path":"/elements/kpi-oee-t","value":{"type":"TextContent","props":{"text":"**Overall Equipment Effectiveness**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-oee-p","value":{"type":"Progress","props":{"value":{"$state":"/oee"},"label":{"$template":"OEE ${/oee}%"}}}}
+{"op":"add","path":"/state/oee","value":82}
+{"op":"add","path":"/elements/kpi-units","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-units-t","kpi-units-p","kpi-units-s"]}}
+{"op":"add","path":"/elements/kpi-units-t","value":{"type":"TextContent","props":{"text":"**Units Produced vs Target**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-units-p","value":{"type":"Progress","props":{"value":{"$state":"/unitsPct"},"label":{"$template":"${/unitsProduced} / ${/unitsTarget} units"}}}}
+{"op":"add","path":"/elements/kpi-units-s","value":{"type":"TextContent","props":{"text":{"$template":"${/unitsPct}% of daily target reached"},"size":"small"}}}
+{"op":"add","path":"/state/unitsProduced","value":6420}
+{"op":"add","path":"/state/unitsTarget","value":8000}
+{"op":"add","path":"/state/unitsPct","value":80}
+{"op":"add","path":"/elements/kpi-energy","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-energy-t","kpi-energy-v","kpi-energy-b"]}}
+{"op":"add","path":"/elements/kpi-energy-t","value":{"type":"TextContent","props":{"text":"**Energy Use Today**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-energy-v","value":{"type":"Heading","props":{"text":{"$template":"${/energyKwh} kWh"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-energy-b","value":{"type":"Badge","props":{"text":"+4% vs yesterday","variant":"secondary"}}}
+{"op":"add","path":"/state/energyKwh","value":14280}
+{"op":"add","path":"/elements/kpi-safety","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-safety-t","kpi-safety-v","kpi-safety-b"]}}
+{"op":"add","path":"/elements/kpi-safety-t","value":{"type":"TextContent","props":{"text":"**Safety**","size":"small"}}}
+{"op":"add","path":"/elements/kpi-safety-v","value":{"type":"Heading","props":{"text":{"$template":"${/daysSinceIncident} days safe"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-safety-b","value":{"type":"Badge","props":{"text":{"$template":"${/incidentsYear} incidents this year"},"variant":"outline"}}}
+{"op":"add","path":"/state/daysSinceIncident","value":47}
+{"op":"add","path":"/state/incidentsYear","value":3}
+{"op":"add","path":"/elements/line-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["line-head","line-focus-fc","line-list"]}}
+{"op":"add","path":"/elements/line-head","value":{"type":"Heading","props":{"text":"Production Lines","level":"h3"}}}
+{"op":"add","path":"/elements/line-focus-fc","value":{"type":"FormControl","props":{"label":"Focus on Line","input":"line-focus-select","hint":"Filter the console to a single line"}}}
+{"op":"add","path":"/elements/line-focus-select","value":{"type":"Select","props":{"name":"lineFocus","placeholder":"All lines","items":["lf-all","lf-1","lf-2","lf-3"],"value":{"$bindState":"/lineFocus"}}}}
+{"op":"add","path":"/elements/lf-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Lines"}}}
+{"op":"add","path":"/elements/lf-1","value":{"type":"SelectItem","props":{"value":"Line 1","label":"Line 1"}}}
+{"op":"add","path":"/elements/lf-2","value":{"type":"SelectItem","props":{"value":"Line 2","label":"Line 2"}}}
+{"op":"add","path":"/elements/lf-3","value":{"type":"SelectItem","props":{"value":"Line 3","label":"Line 3"}}}
+{"op":"add","path":"/state/lineFocus","value":"all"}
+{"op":"add","path":"/elements/line-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/lines","key":"id"},"children":["line-item"]}}
+{"op":"add","path":"/elements/line-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["line-item-info","line-item-tag"]}}
+{"op":"add","path":"/elements/line-item-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["line-item-name","line-item-rate"]}}
+{"op":"add","path":"/elements/line-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/line-item-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr"},"size":"small"}}}
+{"op":"add","path":"/elements/line-item-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"}}}}
+{"op":"add","path":"/state/lines","value":[]}
+{"op":"add","path":"/state/lines/0","value":{"id":"l1","name":"Line 1 — Injection","rate":420,"status":"Running","variant":"success"}}
+{"op":"add","path":"/state/lines/1","value":{"id":"l2","name":"Line 2 — Assembly","rate":510,"status":"Running","variant":"success"}}
+{"op":"add","path":"/state/lines/2","value":{"id":"l3","name":"Line 3 — Packaging","rate":0,"status":"Stopped","variant":"danger"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["defect-card","downtime-card","shift-card"]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["defect-head","defect-chart"]}}
+{"op":"add","path":"/elements/defect-head","value":{"type":"Heading","props":{"text":"Defect Rate — Past Month","level":"h4"}}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["defect-series"],"variant":"natural","yLabel":"% defective"}}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect Rate %","values":[2.4,1.9,2.1,1.5]}}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["downtime-head","downtime-chart"]}}
+{"op":"add","path":"/elements/downtime-head","value":{"type":"Heading","props":{"text":"Downtime by Cause","level":"h4"}}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":["Changeover","Breakdown","Material","Operator","Other"],"values":[38,25,18,12,7],"variant":"donut"}}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shift-head","shift-chart"]}}
+{"op":"add","path":"/elements/shift-head","value":{"type":"Heading","props":{"text":"Shift Output Comparison","level":"h4"}}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":["Morning","Afternoon","Night"],"series":["shift-series"],"yLabel":"units"}}}
+{"op":"add","path":"/elements/shift-series","value":{"type":"Series","props":{"category":"Output","values":[2680,2340,1400]}}}
+{"op":"add","path":"/elements/maint-stock","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["maint-card","stock-card"]}}
+{"op":"add","path":"/elements/maint-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["maint-head","maint-list"]}}
+{"op":"add","path":"/elements/maint-head","value":{"type":"Heading","props":{"text":"Machines Due for Maintenance","level":"h4"}}}
+{"op":"add","path":"/elements/maint-list","value":{"type":"ListBlock","props":{"items":["maint-item"]},"repeat":{"statePath":"/maintenance","key":"id"}}}
+{"op":"add","path":"/elements/maint-item","value":{"type":"ListItem","props":{"title":{"$item":"machine"},"subtitle":{"$template":"Due ${due} · ${type}"}}}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","machine":"Press #4","due":"Today","type":"Lubrication"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","machine":"Conveyor C-2","due":"Tomorrow","type":"Belt inspection"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","machine":"Robot Arm R-7","due":"Apr 18","type":"Calibration"}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["stock-head","stock-steel","stock-resin","stock-pack"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..3001c14a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,151 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/kpis","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-oee","kpi-output","kpi-energy","kpi-safety"]}}
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+{"op":"add","path":"/elements/focus-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["focus-head","focus-select","focus-status"]}}
+{"op":"add","path":"/elements/focus-head","value":{"type":"Heading","props":{"text":"Focus on Line","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/focus-select","value":{"type":"Select","props":{"name":"focusLine","placeholder":"Select a line","value":{"$bindState":"/focusedLine"},"items":["fl1","fl2","fl3","fl4"]},"children":["fl1","fl2","fl3","fl4"]}}
+{"op":"add","path":"/elements/fl1","value":{"type":"SelectItem","props":{"value":"Line 1 — Assembly","label":"Line 1 — Assembly"},"children":[]}}
+{"op":"add","path":"/elements/fl2","value":{"type":"SelectItem","props":{"value":"Line 2 — Stamping","label":"Line 2 — Stamping"},"children":[]}}
+{"op":"add","path":"/elements/fl3","value":{"type":"SelectItem","props":{"value":"Line 3 — Welding","label":"Line 3 — Welding"},"children":[]}}
+{"op":"add","path":"/elements/fl4","value":{"type":"SelectItem","props":{"value":"Line 4 — Packaging","label":"Line 4 — Packaging"},"children":[]}}
+{"op":"add","path":"/elements/focus-status","value":{"type":"TextContent","props":{"text":{"$template":"Focused: ${/focusedLine}"},"size":"small"},"visible":{"$state":"/focusedLine"},"children":[]}}
+
+{"op":"add","path":"/elements/schedule-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["schedule-head","schedule-form"]}}
+{"op":"add","path":"/elements/schedule-head","value":{"type":"Heading","props":{"text":"Schedule Maintenance","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/schedule-form","value":{"type":"Form","props":{"name":"maintForm","buttons":"sched-btn","fields":["sched-machine-fc","sched-date-fc"]},"children":["sched-machine-fc","sched-date-fc","sched-btn"]}}
+{"op":"add","path":"/elements/sched-machine-fc","value":{"type":"FormControl","props":{"label":"Machine","input":"sched-machine"},"children":["sched-machine"]}}
+{"op":"add","path":"/elements/sched-machine","value":{"type":"Select","props":{"name":"schedMachine","placeholder":"Choose machine","value":{"$bindState":"/schedMachine"},"items":["sm1","sm2","sm3","sm4"]},"children":["sm1","sm2","sm3","sm4"]}}
+{"op":"add","path":"/elements/sm1","value":{"type":"SelectItem","props":{"value":"Press #2","label":"Press #2"},"children":[]}}
+{"op":"add","path":"/elements/sm2","value":{"type":"SelectItem","props":{"value":"Welder #5","label":"Welder #5"},"children":[]}}
+{"op":"add","path":"/elements/sm3","value":{"type":"SelectItem","props":{"value":"Conveyor B","label":"Conveyor B"},"children":[]}}
+{"op":"add","path":"/elements/sm4","value":{"type":"SelectItem","props":{"value":"Resin Mixer","label":"Resin Mixer"},"children":[]}}
+{"op":"add","path":"/state/schedMachine","value":""}
+{"op":"add","path":"/elements/sched-date-fc","value":{"type":"FormControl","props":{"label":"Date","input":"sched-date"},"children":["sched-date"]}}
+{"op":"add","path":"/elements/sched-date","value":{"type":"DatePicker","props":{"name":"schedDate","mode":"single","value":{"$bindState":"/schedDate"}},"children":[]}}
+{"op":"add","path":"/state/schedDate","value":[]}
+{"op":"add","path":"/elements/sched-btn","value":{"type":"Button","props":{"label":"Schedule","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/maintenance","value":{"id":"$id","machine":{"$state":"/schedMachine"},"due":"Scheduled","type":"Scheduled service"},"clearStatePath":"/schedMachine"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..862d6bcde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,147 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","kpi-row","charts-row-1","charts-row-2","titles-section","genre-region-section","releases-licenses-section","engagement-section","revenue-device-section","promote-section","flags-section"]}}
+
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Streaming Operations Room","subtitle":"Live platform health & performance"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select","region-callout"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"focusRegion","placeholder":"All regions","value":{"$bindState":"/focusRegion"},"items":["reg-all","reg-na","reg-eu","reg-apac","reg-latam","reg-mea"]}}}
+{"op":"add","path":"/elements/reg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"}}}
+{"op":"add","path":"/elements/reg-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"}}}
+{"op":"add","path":"/elements/reg-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/reg-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia Pacific"}}}
+{"op":"add","path":"/elements/reg-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"}}}
+{"op":"add","path":"/elements/reg-mea","value":{"type":"SelectItem","props":{"value":"mea","label":"Middle East & Africa"}}}
+{"op":"add","path":"/elements/region-callout","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Viewing: ${/focusRegion}"},"description":"Change the selector to scope regional health below."}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-viewers","kpi-buffer","kpi-reco","kpi-failsearch"]}}
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-viewers-h","kpi-viewers-v","kpi-viewers-badge"]}}
+{"op":"add","path":"/elements/kpi-viewers-h","value":{"type":"TextContent","props":{"text":"Viewers Right Now","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-viewers-v","value":{"type":"Heading","props":{"text":{"$template":"${/liveViewers}"},"level":"h2"}}}
+{"op":"add","path":"/elements/kpi-viewers-badge","value":{"type":"Badge","props":{"text":"● Live","variant":"destructive"}}}
+{"op":"add","path":"/state/liveViewers","value":"1,284,553"}
+{"op":"add","path":"/elements/kpi-buffer","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-buffer-h","kpi-buffer-v","kpi-buffer-prog"]}}
+{"op":"add","path":"/elements/kpi-buffer-h","value":{"type":"TextContent","props":{"text":"Buffering Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-buffer-v","value":{"type":"Heading","props":{"text":"0.42%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-buffer-prog","value":{"type":"Progress","props":{"value":4,"label":"Target < 1%"}}}
+{"op":"add","path":"/elements/kpi-reco","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-reco-h","kpi-reco-v","kpi-reco-prog"]}}
+{"op":"add","path":"/elements/kpi-reco-h","value":{"type":"TextContent","props":{"text":"Recommendation CTR","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-reco-v","value":{"type":"Heading","props":{"text":"18.6%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-reco-prog","value":{"type":"Progress","props":{"value":62,"label":"Clicks per impression"}}}
+{"op":"add","path":"/elements/kpi-failsearch","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-fs-h","kpi-fs-v","kpi-fs-badge"]}}
+{"op":"add","path":"/elements/kpi-fs-h","value":{"type":"TextContent","props":{"text":"Searches w/o Playback","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-fs-v","value":{"type":"Heading","props":{"text":"7.9%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-fs-badge","value":{"type":"Badge","props":{"text":"↑ 0.6pt WoW","variant":"outline"}}}
+
+{"op":"add","path":"/elements/charts-row-1","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["watchtime-card","subs-card"]}}
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["watchtime-h","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-h","value":{"type":"Heading","props":{"text":"Watch Time — Past Month","level":"h4"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["watchtime-series"],"variant":"natural","xLabel":"Week","yLabel":"Million hours"}}}
+{"op":"add","path":"/elements/watchtime-series","value":{"type":"Series","props":{"category":"Hours (M)","values":[142,158,151,173]}}}
+
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subs-h","subs-chart"]}}
+{"op":"add","path":"/elements/subs-h","value":{"type":"Heading","props":{"text":"New Subscribers vs Cancellations","level":"h4"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["subs-new","subs-cancel"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts (K)"}}}
+{"op":"add","path":"/elements/subs-new","value":{"type":"Series","props":{"category":"New","values":[48,52,45,61]}}}
+{"op":"add","path":"/elements/subs-cancel","value":{"type":"Series","props":{"category":"Cancelled","values":[22,25,28,24]}}}
+
+{"op":"add","path":"/elements/charts-row-2","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["genre-card","region-health-card"]}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["genre-h","genre-chart"]}}
+{"op":"add","path":"/elements/genre-h","value":{"type":"Heading","props":{"text":"Performance by Genre","level":"h4"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"RadarChart","props":{"labels":["Drama","Comedy","Action","Docs","Kids","Thriller"],"series":["genre-series"]}}}
+{"op":"add","path":"/elements/genre-series","value":{"type":"Series","props":{"category":"Engagement Index","values":[88,74,92,61,70,83]}}}
+
+{"op":"add","path":"/elements/region-health-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["region-health-h","region-health-chart"]}}
+{"op":"add","path":"/elements/region-health-h","value":{"type":"Heading","props":{"text":"Delivery Health by Region","level":"h4"}}}
+{"op":"add","path":"/elements/region-health-chart","value":{"type":"HorizontalBarChart","props":{"labels":["North America","Europe","Asia Pacific","Latin America","MEA"],"series":["region-health-series"],"xLabel":"Health score %"}}}
+{"op":"add","path":"/elements/region-health-series","value":{"type":"Series","props":{"category":"CDN Health %","values":[99.7,99.4,98.9,98.1,97.3]}}}
+
+{"op":"add","path":"/elements/titles-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["titles-h","titles-list"]}}
+{"op":"add","path":"/elements/titles-h","value":{"type":"Heading","props":{"text":"Most-Watched Titles","level":"h4"}}}
+{"op":"add","path":"/elements/titles-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/topTitles","key":"id"},"children":["title-item"]}}
+{"op":"add","path":"/elements/title-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${hours} hours watched"}}}}
+{"op":"add","path":"/state/topTitles","value":[]}
+{"op":"add","path":"/state/topTitles/0","value":{"id":"1","name":"Nightfall City","hours":"4,210,880"}}
+{"op":"add","path":"/state/topTitles/1","value":{"id":"2","name":"The Last Signal","hours":"3,845,102"}}
+{"op":"add","path":"/state/topTitles/2","value":{"id":"3","name":"Crown of Ashes","hours":"3,102,447"}}
+{"op":"add","path":"/state/topTitles/3","value":{"id":"4","name":"Deep Current","hours":"2,760,933"}}
+{"op":"add","path":"/state/topTitles/4","value":{"id":"5","name":"Laugh Track Live","hours":"2,201,556"}}
+
+{"op":"add","path":"/elements/genre-region-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["regiontable-h","region-table"]}}
+{"op":"add","path":"/elements/regiontable-h","value":{"type":"Heading","props":{"text":"Regional Delivery Detail","level":"h4"}}}
+{"op":"add","path":"/elements/region-table","value":{"type":"Table","props":{"columns":["col-region","col-latency","col-buffer","col-uptime"]}}}
+{"op":"add","path":"/elements/col-region","value":{"type":"Col","props":{"label":"Region","type":"string","data":["North America","Europe","Asia Pacific","Latin America","MEA"]}}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"Latency (ms)","type":"number","data":[38,44,72,88,110]}}}
+{"op":"add","path":"/elements/col-buffer","value":{"type":"Col","props":{"label":"Buffer %","type":"number","data":[0.31,0.38,0.55,0.71,0.94]}}}
+{"op":"add","path":"/elements/col-uptime","value":{"type":"Col","props":{"label":"Uptime %","type":"number","data":[99.98,99.95,99.9,99.82,99.71]}}}
+
+{"op":"add","path":"/elements/releases-licenses-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["releases-card","licenses-card"]}}
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["releases-h","releases-list"]}}
+{"op":"add","path":"/elements/releases-h","value":{"type":"Heading","props":{"text":"Releases Coming This Month","level":"h4"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/releases","key":"id"},"children":["release-item"]}}
+{"op":"add","path":"/elements/release-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${date} · ${genre}"}}}}
+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"1","title":"Echoes of Tomorrow","date":"Mar 8","genre":"Sci-Fi"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"2","title":"Kitchen Wars S3","date":"Mar 14","genre":"Reality"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"3","title":"Silent Verdict","date":"Mar 21","genre":"Thriller"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"4","title":"Wild Frontiers","date":"Mar 28","genre":"Documentary"}}
+
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licenses-h","licenses-list"]}}
+{"op":"add","path":"/elements/licenses-h","value":{"type":"Heading","props":{"text":"Licenses Expiring Soon","level":"h4"}}}
+{"op":"add","path":"/elements/licenses-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/licenses","key":"id"},"children":["license-item"]}}
+{"op":"add","path":"/elements/license-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"Expires ${expires} · ${studio}"}}}}
+{"op":"add","path":"/state/licenses","value":[]}
+{"op":"add","path":"/state/licenses/0","value":{"id":"1","title":"Classic Cinema Pack","expires":"Mar 12","studio":"Vintage Films"}}
+{"op":"add","path":"/state/licenses/1","value":{"id":"2","title":"Metro Sports Bundle","expires":"Mar 19","studio":"GlobalSport"}}
+{"op":"add","path":"/state/licenses/2","value":{"id":"3","title":"Anime Collection Vol.4","expires":"Mar 25","studio":"Tokyo Animation"}}
+
+{"op":"add","path":"/elements/engagement-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["reco-detail-card","failsearch-card"]}}
+{"op":"add","path":"/elements/reco-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["reco-detail-h","reco-chart"]}}
+{"op":"add","path":"/elements/reco-detail-h","value":{"type":"Heading","props":{"text":"Recommendation Click-Through","level":"h4"}}}
+{"op":"add","path":"/elements/reco-chart","value":{"type":"LineChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["reco-series"],"variant":"natural","xLabel":"Day","yLabel":"CTR %"}}}
+{"op":"add","path":"/elements/reco-series","value":{"type":"Series","props":{"category":"CTR %","values":[17.2,18.1,18.6,17.9,19.3,20.1,19.5]}}}
+
+{"op":"add","path":"/elements/failsearch-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["failsearch-h","failsearch-list"]}}
+{"op":"add","path":"/elements/failsearch-h","value":{"type":"Heading","props":{"text":"Top Searches Without Playback","level":"h4"}}}
+{"op":"add","path":"/elements/failsearch-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/failedSearches","key":"id"},"children":["failsearch-item"]}}
+{"op":"add","path":"/elements/failsearch-item","value":{"type":"ListItem","props":{"title":{"$item":"query"},"subtitle":{"$template":"${count} searches · ${rate} abandon rate"}}}}
+{"op":"add","path":"/state/failedSearches","value":[]}
+{"op":"add","path":"/state/failedSearches/0","value":{"id":"1","query":"live football","count":"14,220","rate":"92%"}}
+{"op":"add","path":"/state/failedSearches/1","value":{"id":"2","query":"marvel 2024","count":"9,880","rate":"78%"}}
+{"op":"add","path":"/state/failedSearches/2","value":{"id":"3","query":"korean romance","count":"7,410","rate":"64%"}}
+{"op":"add","path":"/state/failedSearches/3","value":{"id":"4","query":"old cartoons","count":"5,102","rate":"71%"}}
+
+{"op":"add","path":"/elements/revenue-device-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card","device-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-h","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-h","value":{"type":"Heading","props":{"text":"Revenue Split by Plan","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"PieChart","props":{"labels":["Basic","Standard","Premium","Ad-Supported"],"values":[18,34,38,10],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["device-h","device-chart"]}}
+{"op":"add","path":"/elements/device-h","value":{"type":"Heading","props":{"text":"Viewing Split by Device","level":"h4"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"RadialChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,7,5]}}}
+
+{"op":"add","path":"/elements/promote-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["promote-h","promote-form","promote-callout"]}}
+{"op":"add","path":"/elements/promote-h","value":{"type":"Heading","props":{"text":"Promote a Title on Home Screen","level":"h4"}}}
+{"op":"add","path":"/elements/promote-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["promote-fc","promote-slot-fc","promote-btn"]}}
+{"op":"add","path":"/elements/promote-fc","value":{"type":"FormControl","props":{"label":"Title","input":"promote-input","hint":"Enter the title to feature"}}}
+{"op":"add","path":"/elements/promote-input","value":{"type":"Input","props":{"name":"promoteTitle","placeholder":"e.g. Nightfall City","value":{"$bindState":"/promoteTitle"}}}}
+{"op":"add","path":"/state/promoteTitle","value":""}
+{"op":"add","path":"/elements/promote-slot-fc","value":{"type":"FormControl","props":{"label":"Slot","input":"promote-slot"}}}
+{"op":"add","path":"/elements/promote-slot","value":{"type":"Select","props":{"name":"promoteSlot","placeholder":"Hero banner","value":{"$bindState":"/promoteSlot"},"items":["slot-hero","slot-row1","slot-spotlight"]}}}
+{"op":"add","path":"/elements/slot-hero","value":{"type":"SelectItem","props":{"value":"hero","label":"Hero banner"}}}
+{"op":"add","path":"/elements/slot-row1","value":{"type":"SelectItem","props":{"value":"row1","label":"Top row"}}}
+{"op":"add","path":"/elements/slot-spotlight","value":{"type":"SelectItem","props":{"value":"spotlight","label":"Spotlight"}}}
+{"op":"add","path":"/state/promoteSlot","value":"hero"}
+{"op":"add","path":"/elements/promote-btn","value":{"type":"Button","props":{"label":"Promote","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promoted","value":true}}}}}
+{"op":"add","path":"/elements/promote-callout","value":{"type":"Callout","props":{"variant":"success","title":"Title promoted","description":"The selected title is now featured on the home screen."},"visible":{"$state":"/promoted"}}}
+{"op":"add","path":"/state/promoted","value":false}
+
+{"op":"add","path":"/elements/flags-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flags-h","flags-switches"]}}
+{"op":"add","path":"/elements/flags-h","value":{"type":"Heading","props":{"text":"Feature Flags","level":"h4"}}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"featureFlags","variant":"sunk","items":["flag-4k","flag-downloads","flag-reco2","flag-ads","flag-watchparty"]}}}
+{"op":"add","path":"/elements/flag-4k","value":{"type":"SwitchItem","props":{"name":"flag4k","label":"4K HDR Streaming","description":"Enable ultra-HD delivery","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-downloads","value":{"type":"SwitchItem","props":{"name":"flagDownloads","label":"Offline Downloads","description":"Allow downloads on mobile","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-reco2","value":{"type":"SwitchItem","props":{"name":"flagReco2","label":"Recommender v2","description":"New ML ranking model","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-ads","value":{"type":"SwitchItem","props":{"name":"flagAds","label":"Ad-Supported Tier","description":"Show ads on basic plan","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-watchparty","value":{"type":"SwitchItem","props":{"name":"flagWatchparty","label":"Watch Party","description":"Synced group viewing","defaultChecked":false}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..48aac2d1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,147 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-row","chart-row","genre-row","health-row","calendar-row","reco-row","revenue-row","flags-row","promote-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"StreamOps — Operations Room","subtitle":"Live performance & delivery monitoring"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["region-label","region-select","region-tag"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["ri-all","ri-na","ri-eu","ri-latam","ri-apac","ri-mena"],"value":{"$bindState":"/focusRegion"},"size":"medium"}}}
+{"op":"add","path":"/elements/ri-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/ri-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"}}}
+{"op":"add","path":"/elements/ri-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/ri-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"}}}
+{"op":"add","path":"/elements/ri-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/ri-mena","value":{"type":"SelectItem","props":{"value":"mena","label":"Middle East & Africa"}}}
+{"op":"add","path":"/elements/region-tag","value":{"type":"Tag","props":{"text":{"$template":"Focused: ${/focusRegion}"},"variant":"info","size":"md"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["viewers-card","buffering-card","reco-card","search-card"]}}
+
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["viewers-h","viewers-val","viewers-sub"]}}
+{"op":"add","path":"/elements/viewers-h","value":{"type":"Heading","props":{"text":"Viewers Right Now","level":"h4"}}}
+{"op":"add","path":"/elements/viewers-val","value":{"type":"TextContent","props":{"text":{"$template":"**${/liveViewers}** live"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/viewers-sub","value":{"type":"Badge","props":{"text":"+4.2% vs 1h ago","variant":"secondary"}}}
+{"op":"add","path":"/state/liveViewers","value":"1,284,930"}
+
+{"op":"add","path":"/elements/buffering-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["buffering-h","buffering-prog","buffering-sub"]}}
+{"op":"add","path":"/elements/buffering-h","value":{"type":"Heading","props":{"text":"Buffering Rate","level":"h4"}}}
+{"op":"add","path":"/elements/buffering-prog","value":{"type":"Progress","props":{"value":8,"label":"0.8% of sessions"}}}
+{"op":"add","path":"/elements/buffering-sub","value":{"type":"Badge","props":{"text":"Within SLA","variant":"outline"}}}
+
+{"op":"add","path":"/elements/reco-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["reco-h","reco-prog","reco-sub"]}}
+{"op":"add","path":"/elements/reco-h","value":{"type":"Heading","props":{"text":"Recommendation CTR","level":"h4"}}}
+{"op":"add","path":"/elements/reco-prog","value":{"type":"Progress","props":{"value":31,"label":"31% clicked"}}}
+{"op":"add","path":"/elements/reco-sub","value":{"type":"Badge","props":{"text":"+2pts this week","variant":"secondary"}}}
+
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["search-h","search-val","search-sub"]}}
+{"op":"add","path":"/elements/search-h","value":{"type":"Heading","props":{"text":"Searches w/o Playback","level":"h4"}}}
+{"op":"add","path":"/elements/search-val","value":{"type":"TextContent","props":{"text":"**18.5%** abandoned","size":"large-heavy"}}}
+{"op":"add","path":"/elements/search-sub","value":{"type":"Badge","props":{"text":"Zero-result: 6.1%","variant":"destructive"}}}
+
+{"op":"add","path":"/elements/chart-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["watchtime-card","subs-card"]}}
+
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["watchtime-h","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-h","value":{"type":"Heading","props":{"text":"Watch Time — Past Month (M hrs)","level":"h4"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["watchtime-series"],"variant":"natural","xLabel":"Week","yLabel":"Million hrs"}}}
+{"op":"add","path":"/elements/watchtime-series","value":{"type":"Series","props":{"category":"Watch Time","values":[212,198,241,276]}}}
+
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["subs-h","subs-chart"]}}
+{"op":"add","path":"/elements/subs-h","value":{"type":"Heading","props":{"text":"New Subscribers vs Cancellations","level":"h4"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["subs-new","subs-cancel"],"variant":"grouped","xLabel":"Week","yLabel":"Thousands"}}}
+{"op":"add","path":"/elements/subs-new","value":{"type":"Series","props":{"category":"New","values":[84,91,77,102]}}}
+{"op":"add","path":"/elements/subs-cancel","value":{"type":"Series","props":{"category":"Cancelled","values":[41,38,45,36]}}}
+
+{"op":"add","path":"/elements/genre-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["genre-card","device-card"]}}
+
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["genre-h","genre-chart"]}}
+{"op":"add","path":"/elements/genre-h","value":{"type":"Heading","props":{"text":"Performance by Genre (M hrs)","level":"h4"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Drama","Comedy","Action","Docs","Kids","Horror"],"series":["genre-series"],"xLabel":"Million hrs"}}}
+{"op":"add","path":"/elements/genre-series","value":{"type":"Series","props":{"category":"Hours","values":[188,164,142,98,76,54]}}}
+
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["device-h","device-chart"]}}
+{"op":"add","path":"/elements/device-h","value":{"type":"Heading","props":{"text":"Viewing Split by Device","level":"h4"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"PieChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,27,14,8,5],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/health-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["region-health-card","top-titles-card"]}}
+
+{"op":"add","path":"/elements/region-health-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["region-health-h","region-health-table"]}}
+{"op":"add","path":"/elements/region-health-h","value":{"type":"Heading","props":{"text":"Delivery Health by Region","level":"h4"}}}
+{"op":"add","path":"/elements/region-health-table","value":{"type":"Table","props":{"columns":["rh-col-region","rh-col-uptime","rh-col-latency","rh-col-status"]}}}
+{"op":"add","path":"/elements/rh-col-region","value":{"type":"Col","props":{"label":"Region","data":["North America","Europe","Latin America","Asia-Pacific","MENA"],"type":"string"}}}
+{"op":"add","path":"/elements/rh-col-uptime","value":{"type":"Col","props":{"label":"Uptime %","data":[99.98,99.95,99.82,99.91,99.7],"type":"number"}}}
+{"op":"add","path":"/elements/rh-col-latency","value":{"type":"Col","props":{"label":"Latency ms","data":[42,55,88,73,120],"type":"number"}}}
+{"op":"add","path":"/elements/rh-col-status","value":{"type":"Col","props":{"label":"Status","data":["Healthy","Healthy","Degraded","Healthy","Watch"],"type":"string"}}}
+
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-titles-h","top-titles-list"]}}
+{"op":"add","path":"/elements/top-titles-h","value":{"type":"Heading","props":{"text":"Most-Watched Titles","level":"h4"}}}
+{"op":"add","path":"/elements/top-titles-list","value":{"type":"ListBlock","props":{"variant":"number"},"repeat":{"statePath":"/topTitles","key":"id"},"children":["top-title-item"]}}
+{"op":"add","path":"/elements/top-title-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${hours} — ${category}"}}}}
+{"op":"add","path":"/state/topTitles","value":[]}
+{"op":"add","path":"/state/topTitles/0","value":{"id":"1","title":"Neon Horizon","hours":"14.2M hrs","category":"Sci-Fi"}}
+{"op":"add","path":"/state/topTitles/1","value":{"id":"2","title":"The Last Harvest","hours":"11.8M hrs","category":"Drama"}}
+{"op":"add","path":"/state/topTitles/2","value":{"id":"3","title":"Midnight Precinct","hours":"9.6M hrs","category":"Crime"}}
+{"op":"add","path":"/state/topTitles/3","value":{"id":"4","title":"Laugh Track","hours":"7.9M hrs","category":"Comedy"}}
+{"op":"add","path":"/state/topTitles/4","value":{"id":"5","title":"Deep Blue Earth","hours":"6.3M hrs","category":"Documentary"}}
+
+{"op":"add","path":"/elements/calendar-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["releases-card","licenses-card"]}}
+
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["releases-h","releases-list"]}}
+{"op":"add","path":"/elements/releases-h","value":{"type":"Heading","props":{"text":"Releases Coming This Month","level":"h4"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/releases","key":"id"},"children":["release-item"]}}
+{"op":"add","path":"/elements/release-item","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["release-title","release-date"]}}
+{"op":"add","path":"/elements/release-title","props":{},"value":{"type":"TextContent","props":{"text":{"$template":"**${title}** · ${genre}"}}}}
+{"op":"add","path":"/elements/release-date","value":{"type":"Tag","props":{"text":{"$item":"date"},"variant":"info","size":"sm"}}}
+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"1","title":"Crimson Tide Rising","genre":"Thriller","date":"Jun 6"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"2","title":"Kitchen Kings S3","genre":"Reality","date":"Jun 12"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"3","title":"Orbit","genre":"Sci-Fi","date":"Jun 18"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"4","title":"Small Town Secrets","genre":"Drama","date":"Jun 25"}}
+
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["licenses-h","licenses-list"]}}
+{"op":"add","path":"/elements/licenses-h","value":{"type":"Heading","props":{"text":"Licenses Expiring Soon","level":"h4"}}}
+{"op":"add","path":"/elements/licenses-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/licenses","key":"id"},"children":["license-item"]}}
+{"op":"add","path":"/elements/license-item","value":{"type":"Card","props":{"direction":"row","gap":"s","justify":"between","align":"center"},"children":["license-title","license-tag"]}}
+{"op":"add","path":"/elements/license-title","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** · ${licensor}"}}}}
+{"op":"add","path":"/elements/license-tag","value":{"type":"Tag","props":{"text":{"$item":"expires"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/licenses","value":[]}
+{"op":"add","path":"/state/licenses/0","value":{"id":"1","title":"Golden Era Classics","licensor":"Vintage Studios","expires":"in 8 days"}}
+{"op":"add","path":"/state/licenses/1","value":{"id":"2","title":"Formula Racing Live","licensor":"SportNet","expires":"in 14 days"}}
+{"op":"add","path":"/state/licenses/2","value":{"id":"3","title":"Anime Vault Pack","licensor":"Tokyo Media","expires":"in 21 days"}}
+{"op":"add","path":"/state/licenses/3","value":{"id":"4","title":"Indie Film Bundle","licensor":"ArtHouse","expires":"in 27 days"}}
+
+{"op":"add","path":"/elements/reco-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-h","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-h","value":{"type":"Heading","props":{"text":"Revenue Split by Plan ($M)","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"SingleStackedBarChart","props":{"labels":["Basic","Standard","Premium","Ad-Supported"],"values":[18,42,61,24]}}}
+
+{"op":"add","path":"/elements/revenue-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-detail-card"]}}
+{"op":"add","path":"/elements/revenue-detail-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-detail-h","revenue-radial"]}}
+{"op":"add","path":"/elements/revenue-detail-h","value":{"type":"Heading","props":{"text":"Plan Revenue Distribution","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-radial","value":{"type":"RadialChart","props":{"labels":["Basic","Standard","Premium","Ad-Supported"],"values":[18,42,61,24]}}}
+
+{"op":"add","path":"/elements/flags-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flags-h","flags-switches"]}}
+{"op":"add","path":"/elements/flags-h","value":{"type":"Heading","props":{"text":"Feature Flags","level":"h4"}}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"flags","variant":"card","items":["flag-4k","flag-downloads","flag-reco","flag-live","flag-profiles"]}}}
+{"op":"add","path":"/elements/flag-4k","value":{"type":"SwitchItem","props":{"label":"4K HDR Streaming","description":"Serve UHD to eligible plans","name":"flag_4k","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-downloads","value":{"type":"SwitchItem","props":{"label":"Offline Downloads","description":"Allow downloads on mobile","name":"flag_downloads","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-reco","value":{"type":"SwitchItem","props":{"label":"New Recommender v2","description":"ML-based ranking rollout","name":"flag_reco","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-live","value":{"type":"SwitchItem","props":{"label":"Live Events Tab","description":"Show live sports/events","name":"flag_live","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-profiles","value":{"type":"SwitchItem","props":{"label":"Kids Profile Redesign","description":"New kids UI experiment","name":"flag_profiles","defaultChecked":false}}}
+
+{"op":"add","path":"/elements/promote-row","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promote-h","promote-form","promote-callout"]}}
+{"op":"add","path":"/elements/promote-h","value":{"type":"Heading","props":{"text":"Promote a Title on Home Screen","level":"h4"}}}
+{"op":"add","path":"/elements/promote-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["promote-fc-title","promote-fc-slot","promote-buttons"]}}
+{"op":"add","path":"/elements/promote-fc-title","value":{"type":"FormControl","props":{"label":"Title to promote","input":"promote-title-select","hint":"Select from active catalog"}}}
+{"op":"add","path":"/elements/promote-title-select","value":{"type":"Select","props":{"name":"promoTitle","items":["pt-1","pt-2","pt-3","pt-4"],"value":{"$bindState":"/promo/title"},"placeholder":"Choose a title"}}}
+{"op":"add","path":"/elements/pt-1","value":{"type":"SelectItem","props":{"value":"Neon Horizon","label":"Neon Horizon"}}}
+{"op":"add","path":"/elements/pt-2","value":{"type":"SelectItem","props":{"value":"Crimson Tide Rising","label":"Crimson Tide Rising"}}}
+{"op":"add","path":"/elements/pt-3","value":{"type":"SelectItem","props":{"value":"Orbit","label":"Orbit"}}}
+{"op":"add","path":"/elements/pt-4","value":{"type":"SelectItem","props":{"value":"The Last Harvest","label":"The Last Harvest"}}}
+{"op":"add","path":"/state/promo","value":{"title":"","slot":""}}
+{"op":"add","path":"/elements/promote-fc-slot","value":{"type":"FormControl","props":{"label":"Home screen slot","input":"promote-slot-select"}}}
+{"op":"add","path":"/elements/promote-slot-select","value":{"type":"Select","props":{"name":"promoSlot","items":["ps-1","ps-2","ps-3"],"value":{"$bindState":"/promo/slot"},"placeholder":"Choose slot"}}}
+{"op":"add","path":"/elements/ps-1","value":{"type":"SelectItem","props":{"value":"Hero Banner","label":"Hero Banner"}}}
+{"op":"add","path":"/elements/ps-2","value":{"type":"SelectItem","props":{"value":"Trending Row","label":"Trending Row"}}}
+{"op":"add","path":"/elements/ps-3","value":{"type":"SelectItem","props":{"value":"Featured Spotlight","label":"Featured Spotlight"}}}
+{"op":"add","path":"/elements/promote-buttons","value":{"type":"Buttons","props":{"buttons":["promote-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/promote-btn","value":{"type":"Button","props":{"label":"Promote to Home","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promo/done","value":true}}}}}
+{"op":"add","path":"/elements/promote-callout","value":{"type":"Callout","props":{"variant":"success","title":"Title Promoted","description":"The selected title is now featured on the home screen."},"visible":{"$state":"/promo/done"}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..6b9a1f402
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,137 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-row","charts-row","genre-buffer-row","delivery-row","releases-licenses-row","engagement-row","revenue-device-row","flags-promote-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"StreamOps — Operations Room","subtitle":"Live service health & content performance"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All regions","value":{"$bindState":"/focusRegion"},"items":["r-all","r-na","r-eu","r-apac","r-latam"]},"children":[]}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"}}}
+{"op":"add","path":"/elements/r-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"}}}
+{"op":"add","path":"/elements/r-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/r-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["live-viewers-card","buffering-card","reco-card","zero-search-card"]}}
+
+{"op":"add","path":"/elements/live-viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["live-viewers-h","live-viewers-val","live-viewers-badge"]}}
+{"op":"add","path":"/elements/live-viewers-h","value":{"type":"Label","props":{"text":"Viewers Watching Now"}}}
+{"op":"add","path":"/elements/live-viewers-val","value":{"type":"Heading","props":{"text":{"$template":"${/liveViewers} viewers"},"level":"h2"}}}
+{"op":"add","path":"/elements/live-viewers-badge","value":{"type":"Badge","props":{"text":"Live","variant":"destructive"}}}
+{"op":"add","path":"/state/liveViewers","value":"1,284,502"}
+
+{"op":"add","path":"/elements/buffering-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["buffering-h","buffering-progress"]}}
+{"op":"add","path":"/elements/buffering-h","value":{"type":"Label","props":{"text":"Buffering Rate"}}}
+{"op":"add","path":"/elements/buffering-progress","value":{"type":"Progress","props":{"value":2.4,"label":"2.4% of sessions buffering"}}}
+
+{"op":"add","path":"/elements/reco-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["reco-h","reco-progress"]}}
+{"op":"add","path":"/elements/reco-h","value":{"type":"Label","props":{"text":"Recommendation Click-Through"}}}
+{"op":"add","path":"/elements/reco-progress","value":{"type":"Progress","props":{"value":31,"label":"31% of recommendations clicked"}}}
+
+{"op":"add","path":"/elements/zero-search-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["zero-search-h","zero-search-val"]}}
+{"op":"add","path":"/elements/zero-search-h","value":{"type":"Label","props":{"text":"Searches Without Playback"}}}
+{"op":"add","path":"/elements/zero-search-val","value":{"type":"Heading","props":{"text":"18.6%","level":"h3"}}}
+
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["top-titles-card","watchtime-card"]}}
+
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-titles-h","top-titles-table"]}}
+{"op":"add","path":"/elements/top-titles-h","value":{"type":"Heading","props":{"text":"Most-Watched Titles","level":"h4"}}}
+{"op":"add","path":"/elements/top-titles-table","value":{"type":"Table","props":{"columns":["col-title","col-hours"]}}}
+{"op":"add","path":"/elements/col-title","value":{"type":"Col","props":{"label":"Title","type":"string","data":["The Crownfall","Neon Harbor","Deep Silence","Autumn Kings","Starbound Echo"]}}}
+{"op":"add","path":"/elements/col-hours","value":{"type":"Col","props":{"label":"Hours (M)","type":"number","data":[42.1,38.7,31.4,28.9,24.5]}}}
+
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["watchtime-h","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-h","value":{"type":"Heading","props":{"text":"Watch Time — Past Month","level":"h4"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["watchtime-series"],"variant":"natural","xLabel":"Week","yLabel":"Hours (M)"}}}
+{"op":"add","path":"/elements/watchtime-series","value":{"type":"Series","props":{"category":"Watch hours (M)","values":[182,210,198,235]}}}
+
+{"op":"add","path":"/elements/genre-buffer-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["genre-card","subs-card"]}}
+
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["genre-h","genre-chart"]}}
+{"op":"add","path":"/elements/genre-h","value":{"type":"Heading","props":{"text":"Performance by Genre","level":"h4"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Drama","Comedy","Sci-Fi","Documentary","Thriller","Kids"],"series":["genre-series"],"xLabel":"Hours (M)"}}}
+{"op":"add","path":"/elements/genre-series","value":{"type":"Series","props":{"category":"Watch hours (M)","values":[88,64,72,41,58,33]}}}
+
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subs-h","subs-chart"]}}
+{"op":"add","path":"/elements/subs-h","value":{"type":"Heading","props":{"text":"New Subscribers vs Cancellations","level":"h4"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["subs-new","subs-cancel"],"variant":"grouped","yLabel":"Count (K)"}}}
+{"op":"add","path":"/elements/subs-new","value":{"type":"Series","props":{"category":"New subscribers","values":[42,51,47,58]}}}
+{"op":"add","path":"/elements/subs-cancel","value":{"type":"Series","props":{"category":"Cancellations","values":[19,22,18,21]}}}
+
+{"op":"add","path":"/elements/delivery-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delivery-h","delivery-table"]}}
+{"op":"add","path":"/elements/delivery-h","value":{"type":"Heading","props":{"text":"Delivery Health by Region","level":"h4"}}}
+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["dcol-region","dcol-uptime","dcol-latency","dcol-status"]}}}
+{"op":"add","path":"/elements/dcol-region","value":{"type":"Col","props":{"label":"Region","type":"string","data":["North America","Europe","Asia-Pacific","Latin America"]}}}
+{"op":"add","path":"/elements/dcol-uptime","value":{"type":"Col","props":{"label":"Uptime %","type":"number","data":[99.98,99.95,99.89,99.92]}}}
+{"op":"add","path":"/elements/dcol-latency","value":{"type":"Col","props":{"label":"Latency (ms)","type":"number","data":[42,58,91,74]}}}
+{"op":"add","path":"/elements/dcol-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["Healthy","Healthy","Degraded","Healthy"]}}}
+
+{"op":"add","path":"/elements/releases-licenses-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["releases-card","licenses-card"]}}
+
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["releases-h","releases-list"]}}
+{"op":"add","path":"/elements/releases-h","value":{"type":"Heading","props":{"text":"Releases Coming This Month","level":"h4"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"ListBlock","props":{"items":["release-item"],"variant":"number"},"repeat":{"statePath":"/releases","key":"id"}}}
+{"op":"add","path":"/elements/release-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${type} · ${date}"}}}}
+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"1","title":"Midnight Circuit","type":"Original Series","date":"Jun 5"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"2","title":"The Last Ferry","type":"Film","date":"Jun 12"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"3","title":"Wildlands S2","type":"Series","date":"Jun 19"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"4","title":"Comedy Night Live","type":"Special","date":"Jun 26"}}
+
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licenses-h","licenses-list"]}}
+{"op":"add","path":"/elements/licenses-h","value":{"type":"Heading","props":{"text":"Licenses Expiring Soon","level":"h4"}}}
+{"op":"add","path":"/elements/licenses-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/licenses","key":"id"},"children":["license-row"]}}
+{"op":"add","path":"/elements/license-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","justify":"between","align":"center"},"children":["license-title","license-tag"]}}
+{"op":"add","path":"/elements/license-title","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** — expires ${expires}"}}}}
+{"op":"add","path":"/elements/license-tag","value":{"type":"Tag","props":{"text":{"$item":"daysLeft"},"variant":"warning","size":"sm"}}}
+{"op":"add","path":"/state/licenses","value":[]}
+{"op":"add","path":"/state/licenses/0","value":{"id":"1","title":"Classic Cinema Pack","expires":"Jun 10","daysLeft":"8 days"}}
+{"op":"add","path":"/state/licenses/1","value":{"id":"2","title":"SportsWorld Archive","expires":"Jun 18","daysLeft":"16 days"}}
+{"op":"add","path":"/state/licenses/2","value":{"id":"3","title":"Indie Shorts Vol. 3","expires":"Jun 24","daysLeft":"22 days"}}
+
+{"op":"add","path":"/elements/engagement-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["reco-detail-card","zero-search-detail-card"]}}
+
+{"op":"add","path":"/elements/reco-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["reco-detail-h","reco-detail-chart"]}}
+{"op":"add","path":"/elements/reco-detail-h","value":{"type":"Heading","props":{"text":"Recommendation Click Rate — Trend","level":"h4"}}}
+{"op":"add","path":"/elements/reco-detail-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["reco-series"],"variant":"natural","yLabel":"CTR %"}}}
+{"op":"add","path":"/elements/reco-series","value":{"type":"Series","props":{"category":"CTR %","values":[27,29,30,31]}}}
+
+{"op":"add","path":"/elements/zero-search-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["zero-search-detail-h","zero-search-detail-chart"]}}
+{"op":"add","path":"/elements/zero-search-detail-h","value":{"type":"Heading","props":{"text":"Zero-Result Searches — Trend","level":"h4"}}}
+{"op":"add","path":"/elements/zero-search-detail-chart","value":{"type":"LineChart","props":{"labels":["Wk1","Wk2","Wk3","Wk4"],"series":["zero-search-series"],"variant":"natural","yLabel":"% of searches"}}}
+{"op":"add","path":"/elements/zero-search-series","value":{"type":"Series","props":{"category":"No playback %","values":[21,20,19,18.6]}}}
+
+{"op":"add","path":"/elements/revenue-device-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card","device-card"]}}
+
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-h","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-h","value":{"type":"Heading","props":{"text":"Revenue Split by Plan","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"PieChart","props":{"labels":["Basic","Standard","Premium","Ad-Supported"],"values":[18,34,38,10],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["device-h","device-chart"]}}
+{"op":"add","path":"/elements/device-h","value":{"type":"Heading","props":{"text":"Viewing Split by Device","level":"h4"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"RadialChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,14,8,4]}}}
+
+{"op":"add","path":"/elements/flags-promote-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["flags-card","promote-card"]}}
+
+{"op":"add","path":"/elements/flags-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flags-h","flags-switches"]}}
+{"op":"add","path":"/elements/flags-h","value":{"type":"Heading","props":{"text":"Feature Flags","level":"h4"}}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"flags","variant":"sunk","items":["flag-1","flag-2","flag-3","flag-4"]}}}
+{"op":"add","path":"/elements/flag-1","value":{"type":"SwitchItem","props":{"name":"newPlayer","label":"New Player UI","description":"Rollout to 40% of users","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-2","value":{"type":"SwitchItem","props":{"name":"downloads4k","label":"4K Downloads","description":"Premium tier only","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-3","value":{"type":"SwitchItem","props":{"name":"aiRecos","label":"AI Recommendations","description":"Experimental ranking model","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-4","value":{"type":"SwitchItem","props":{"name":"liveEvents","label":"Live Events","description":"Sports & concerts streaming","defaultChecked":false}}}
+
+{"op":"add","path":"/elements/promote-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["promote-h","promote-form-control","promote-note","promote-buttons"]}}
+{"op":"add","path":"/elements/promote-h","value":{"type":"Heading","props":{"text":"Promote a Title on Home Screen","level":"h4"}}}
+{"op":"add","path":"/elements/promote-form-control","value":{"type":"FormControl","props":{"label":"Select title to feature","input":"promote-select","hint":"Featured titles appear in the hero banner"}}}
+{"op":"add","path":"/elements/promote-select","value":{"type":"Select","props":{"name":"promoteTitle","placeholder":"Choose a title","value":{"$bindState":"/promoteTitle"},"items":["pt-1","pt-2","pt-3","pt-4","pt-5"]},"children":[]}}
+{"op":"add","path":"/elements/pt-1","value":{"type":"SelectItem","props":{"value":"crownfall","label":"The Crownfall"}}}
+{"op":"add","path":"/elements/pt-2","value":{"type":"SelectItem","props":{"value":"neon","label":"Neon Harbor"}}}
+{"op":"add","path":"/elements/pt-3","value":{"type":"SelectItem","props":{"value":"midnight","label":"Midnight Circuit"}}}
+{"op":"add","path":"/elements/pt-4","value":{"type":"SelectItem","props":{"value":"ferry","label":"The Last Ferry"}}}
+{"op":"add","path":"/elements/pt-5","value":{"type":"SelectItem","props":{"value":"wildlands","label":"Wildlands S2"}}}
+{"op":"add","path":"/state/promoteTitle","value":""}
+{"op":"add","path":"/elements/promote-note","value":{"type":"Callout","props":{"variant":"success","title":"Title promoted","description":"The selected title is now featured on the home screen.","visible":{"$state":"/promoted"}}}}
+{"op":"add","path":"/elements/promote-buttons","value":{"type":"Buttons","props":{"buttons":["promote-btn"]}}}
+{"op":"add","path":"/elements/promote-btn","value":{"type":"Button","props":{"label":"Promote to Home Screen","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promoted","value":true}}}}}
+{"op":"add","path":"/state/promoted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..6fdba29bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,121 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-focus","top-row","chart-row","funnel-row","split-row","tables-row","ops-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"StreamOps — Operations Room","subtitle":"Live service health, engagement & content ops"}}}
+
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"sunk"},"children":["region-label","region-select","region-note"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"Label","props":{"text":"Focus region:"}}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"focusRegion","value":{"$bindState":"/focusRegion"},"items":["r-all","r-na","r-eu","r-apac","r-latam"]},"children":["r-all","r-na","r-eu","r-apac","r-latam"]}}
+{"op":"add","path":"/elements/r-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"}}}
+{"op":"add","path":"/elements/r-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"}}}
+{"op":"add","path":"/elements/r-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"}}}
+{"op":"add","path":"/elements/r-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia-Pacific"}}}
+{"op":"add","path":"/elements/r-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"Latin America"}}}
+{"op":"add","path":"/elements/region-note","value":{"type":"TextContent","props":{"text":{"$template":"Currently focused on: **${/focusRegion}**"},"size":"small"}}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+
+{"op":"add","path":"/elements/top-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-viewers","kpi-buffer","kpi-rec","kpi-search"]}}
+
+{"op":"add","path":"/elements/kpi-viewers","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-viewers-h","kpi-viewers-v","kpi-viewers-t"]}}
+{"op":"add","path":"/elements/kpi-viewers-h","value":{"type":"Heading","props":{"text":"Viewers Right Now","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-viewers-v","value":{"type":"Heading","props":{"text":{"$state":"/liveViewers"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-viewers-t","value":{"type":"Badge","props":{"text":"▲ 4.2% vs 1h ago","variant":"secondary"}}}
+{"op":"add","path":"/state/liveViewers","value":"1,284,930"}
+
+{"op":"add","path":"/elements/kpi-buffer","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-buffer-h","kpi-buffer-v","kpi-buffer-p"]}}
+{"op":"add","path":"/elements/kpi-buffer-h","value":{"type":"Heading","props":{"text":"Buffering Rate","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-buffer-v","value":{"type":"Heading","props":{"text":{"$state":"/bufferingRate"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-buffer-p","value":{"type":"Progress","props":{"value":8,"label":"8% of sessions buffered"}}}
+{"op":"add","path":"/state/bufferingRate","value":"0.8%"}
+
+{"op":"add","path":"/elements/kpi-rec","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-rec-h","kpi-rec-v","kpi-rec-p"]}}
+{"op":"add","path":"/elements/kpi-rec-h","value":{"type":"Heading","props":{"text":"Recommendation CTR","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-rec-v","value":{"type":"Heading","props":{"text":{"$state":"/recCtr"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-rec-p","value":{"type":"Progress","props":{"value":31,"label":"31% clickthrough on recommended rows"}}}
+{"op":"add","path":"/state/recCtr","value":"31%"}
+
+{"op":"add","path":"/elements/kpi-search","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-search-h","kpi-search-v","kpi-search-t"]}}
+{"op":"add","path":"/elements/kpi-search-h","value":{"type":"Heading","props":{"text":"Zero-Play Searches","level":"h4"}}}
+{"op":"add","path":"/elements/kpi-search-v","value":{"type":"Heading","props":{"text":{"$state":"/zeroPlaySearch"},"level":"h1"}}}
+{"op":"add","path":"/elements/kpi-search-t","value":{"type":"Badge","props":{"text":"Searches ending without playback","variant":"outline"}}}
+{"op":"add","path":"/state/zeroPlaySearch","value":"14.6%"}
+
+{"op":"add","path":"/elements/chart-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["watchtime-card","genre-card"]}}
+
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["watchtime-h","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-h","value":{"type":"Heading","props":{"text":"Watch Time — Past Month (M hrs)","level":"h4"}}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["W1","W2","W3","W4"],"series":["watchtime-series"],"variant":"natural","xLabel":"Week","yLabel":"Million hrs"},"children":["watchtime-series"]}}
+{"op":"add","path":"/elements/watchtime-series","value":{"type":"Series","props":{"category":"Watch Time","values":[182,205,198,231]}}}
+
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["genre-h","genre-chart"]}}
+{"op":"add","path":"/elements/genre-h","value":{"type":"Heading","props":{"text":"Performance by Genre (M hrs)","level":"h4"}}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Drama","Comedy","Action","Documentary","Kids","Reality"],"series":["genre-series"],"xLabel":"Million hrs"},"children":["genre-series"]}}
+{"op":"add","path":"/elements/genre-series","value":{"type":"Series","props":{"category":"Hours Watched","values":[312,268,241,155,138,121]}}}
+
+{"op":"add","path":"/elements/funnel-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["subs-card","region-health-card"]}}
+
+{"op":"add","path":"/elements/subs-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["subs-h","subs-chart"]}}
+{"op":"add","path":"/elements/subs-h","value":{"type":"Heading","props":{"text":"New Subscribers vs Cancellations","level":"h4"}}}
+{"op":"add","path":"/elements/subs-chart","value":{"type":"BarChart","props":{"labels":["W1","W2","W3","W4"],"series":["subs-new","subs-cancel"],"variant":"grouped","xLabel":"Week","yLabel":"Thousands"},"children":["subs-new","subs-cancel"]}}
+{"op":"add","path":"/elements/subs-new","value":{"type":"Series","props":{"category":"New Subscribers","values":[48,52,45,61]}}}
+{"op":"add","path":"/elements/subs-cancel","value":{"type":"Series","props":{"category":"Cancellations","values":[22,19,25,21]}}}
+
+{"op":"add","path":"/elements/region-health-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["region-health-h","region-health-chart"]}}
+{"op":"add","path":"/elements/region-health-h","value":{"type":"Heading","props":{"text":"Delivery Health by Region (% uptime)","level":"h4"}}}
+{"op":"add","path":"/elements/region-health-chart","value":{"type":"RadarChart","props":{"labels":["North America","Europe","Asia-Pacific","Latin America","MENA"],"series":["region-health-series"]},"children":["region-health-series"]}}
+{"op":"add","path":"/elements/region-health-series","value":{"type":"Series","props":{"category":"Uptime %","values":[99.9,99.7,99.2,98.8,99.1]}}}
+
+{"op":"add","path":"/elements/split-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["revenue-card","device-card"]}}
+
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["revenue-h","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-h","value":{"type":"Heading","props":{"text":"Revenue Split by Plan","level":"h4"}}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"PieChart","props":{"labels":["Premium","Standard","Basic","Ad-Supported"],"values":[42,31,15,12],"variant":"donut"}}}
+
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["device-h","device-chart"]}}
+{"op":"add","path":"/elements/device-h","value":{"type":"Heading","props":{"text":"Viewing Split by Device","level":"h4"}}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"RadialChart","props":{"labels":["Smart TV","Mobile","Web","Tablet","Console"],"values":[46,28,12,8,6]}}}
+
+{"op":"add","path":"/elements/tables-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-titles-card","releases-card","licenses-card"]}}
+
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-titles-h","top-titles-table"]}}
+{"op":"add","path":"/elements/top-titles-h","value":{"type":"Heading","props":{"text":"Most-Watched Titles","level":"h4"}}}
+{"op":"add","path":"/elements/top-titles-table","value":{"type":"Table","props":{"columns":["tt-col-title","tt-col-hours","tt-col-trend"]},"children":["tt-col-title","tt-col-hours","tt-col-trend"]}}
+{"op":"add","path":"/elements/tt-col-title","value":{"type":"Col","props":{"label":"Title","type":"string","data":["Midnight Harbor","Crown of Ash","The Last Signal","Sunfall Academy","Deep Current"]}}}
+{"op":"add","path":"/elements/tt-col-hours","value":{"type":"Col","props":{"label":"Hours (M)","type":"number","data":[38.4,31.2,27.9,24.1,19.6]}}}
+{"op":"add","path":"/elements/tt-col-trend","value":{"type":"Col","props":{"label":"Trend","type":"string","data":["▲ 12%","▲ 5%","▼ 2%","▲ 18%","▲ 3%"]}}}
+
+{"op":"add","path":"/elements/releases-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["releases-h","releases-list"]}}
+{"op":"add","path":"/elements/releases-h","value":{"type":"Heading","props":{"text":"Releases Coming This Month","level":"h4"}}}
+{"op":"add","path":"/elements/releases-list","value":{"type":"ListBlock","props":{"variant":"number","items":["rel-item"]},"repeat":{"statePath":"/releases","key":"id"},"children":["rel-item"]}}
+{"op":"add","path":"/elements/rel-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${genre} • Releases ${date}"},"actionLabel":"Promote"},"on":{"press":{"action":"setState","params":{"statePath":"/promotedTitle","value":{"$item":"title"}}}}}}
+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"1","title":"Neon Requiem","genre":"Sci-Fi","date":"Jun 8"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"2","title":"The Glasshouse","genre":"Thriller","date":"Jun 14"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"3","title":"Little Wonders","genre":"Kids","date":"Jun 21"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"4","title":"Ironclad","genre":"Action","date":"Jun 28"}}
+{"op":"add","path":"/state/promotedTitle","value":""}
+
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["licenses-h","licenses-table"]}}
+{"op":"add","path":"/elements/licenses-h","value":{"type":"Heading","props":{"text":"Licenses Expiring Soon","level":"h4"}}}
+{"op":"add","path":"/elements/licenses-table","value":{"type":"Table","props":{"columns":["lic-col-title","lic-col-owner","lic-col-exp"]},"children":["lic-col-title","lic-col-owner","lic-col-exp"]}}
+{"op":"add","path":"/elements/lic-col-title","value":{"type":"Col","props":{"label":"Title","type":"string","data":["Echoes of War","City of Glass","Wild Frontier","The Quiet Sea"]}}}
+{"op":"add","path":"/elements/lic-col-owner","value":{"type":"Col","props":{"label":"Licensor","type":"string","data":["Apex Studios","Meridian Films","GreenLeaf","Harbor Pictures"]}}}
+{"op":"add","path":"/elements/lic-col-exp","value":{"type":"Col","props":{"label":"Expires","type":"string","data":["Jun 10","Jun 17","Jun 25","Jul 2"]}}}
+
+{"op":"add","path":"/elements/ops-row","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["promote-card","flags-card"]}}
+
+{"op":"add","path":"/elements/promote-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["promote-h","promote-input-fc","promote-btn","promote-status"]}}
+{"op":"add","path":"/elements/promote-h","value":{"type":"Heading","props":{"text":"Promote a Title on Home Screen","level":"h4"}}}
+{"op":"add","path":"/elements/promote-input-fc","value":{"type":"FormControl","props":{"label":"Title to feature","input":"promote-input","hint":"Appears in the hero banner for all users"},"children":["promote-input"]}}
+{"op":"add","path":"/elements/promote-input","value":{"type":"Input","props":{"name":"promoteTitle","placeholder":"e.g. Midnight Harbor","value":{"$bindState":"/promoteDraft"}}}}
+{"op":"add","path":"/state/promoteDraft","value":""}
+{"op":"add","path":"/elements/promote-btn","value":{"type":"Button","props":{"label":"Feature on Home Screen","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/promotedTitle","value":{"$state":"/promoteDraft"}}}}}}
+{"op":"add","path":"/elements/promote-status","value":{"type":"Callout","props":{"variant":"success","title":"Now Featured","description":{"$template":"“${/promotedTitle}” is promoted on the home screen."}},"visible":{"$state":"/promotedTitle","neq":""}}}
+
+{"op":"add","path":"/elements/flags-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flags-h","flags-switches"]}}
+{"op":"add","path":"/elements/flags-h","value":{"type":"Heading","props":{"text":"Feature Flags","level":"h4"}}}
+{"op":"add","path":"/elements/flags-switches","value":{"type":"SwitchGroup","props":{"name":"featureFlags","variant":"card","items":["flag-1","flag-2","flag-3","flag-4","flag-5"]},"children":["flag-1","flag-2","flag-3","flag-4","flag-5"]}}
+{"op":"add","path":"/elements/flag-1","value":{"type":"SwitchItem","props":{"name":"flagNewRecs","label":"New Recommendation Engine","description":"ML-based row personalization","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-2","value":{"type":"SwitchItem","props":{"name":"flag4k","label":"4K on Mobile","description":"Enable UHD streaming on phones","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-3","value":{"type":"SwitchItem","props":{"name":"flagAutoplay","label":"Trailer Autoplay","description":"Auto-play previews on hover","defaultChecked":true}}}
+{"op":"add","path":"/elements/flag-4","value":{"type":"SwitchItem","props":{"name":"flagOfflineDl","label":"Offline Downloads Beta","description":"Rolling out to 20% of users","defaultChecked":false}}}
+{"op":"add","path":"/elements/flag-5","value":{"type":"SwitchItem","props":{"name":"flagLiveEvents","label":"Live Events Tab","description":"Show live sports & premieres","defaultChecked":true}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..3c6d80078
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r1.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","dept-filter","kpi-row","enroll-section","apps-section","offerings-section","load-section","risk-section","budget-section","events-section","giving-section","semester-section","waitlist-section","actions-section"]}}
+
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..623a02803
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r2.txt
@@ -0,0 +1,137 @@
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+{"op":"add","path":"/state/newCourse","value":{"title":"","dept":"","cap":""}}
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+{"op":"add","path":"/elements/mg-fresh","value":{"type":"SelectItem","props":{"value":"freshmen","label":"Freshmen"}}}
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+{"op":"add","path":"/elements/mg-honors","value":{"type":"SelectItem","props":{"value":"honors","label":"Honors Program"}}}
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+{"op":"add","path":"/elements/msg-textarea","value":{"type":"TextArea","props":{"name":"msgBody","rows":5,"placeholder":"Type your message...","value":{"$bindState":"/message/body"}}}}
+{"op":"add","path":"/elements/msg-btn-send","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
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diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..6671c00f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r3.txt
@@ -0,0 +1,141 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","dept-filter","kpi-row","enroll-section","apps-section","fill-section","load-section","risk-section","housing-events","alumni-section","waitlist-section","actions-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"University Administrator Overview","subtitle":"Fall 2024 — Institutional Dashboard"}}}
+
+{"op":"add","path":"/elements/dept-filter","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["dept-filter-label","dept-filter-select"]}}
+{"op":"add","path":"/elements/dept-filter-label","value":{"type":"Label","props":{"text":"Focus on department:"}}}
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+{"op":"add","path":"/elements/dept-sci","value":{"type":"SelectItem","props":{"value":"sci","label":"Sciences"}}}
+{"op":"add","path":"/state/selectedDept","value":"all"}
+
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-enroll","kpi-accept","kpi-tuition","kpi-scholarship"]}}
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+{"op":"add","path":"/elements/kpi-enroll-h","value":{"type":"TextContent","props":{"text":"Total Enrollment","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-enroll-v","value":{"type":"Heading","props":{"text":{"$template":"${/totals/enrollment}"},"level":"h2"}}}
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+{"op":"add","path":"/elements/kpi-accept-h","value":{"type":"TextContent","props":{"text":"Acceptance Rate","size":"small-heavy"}}}
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+{"op":"add","path":"/elements/kpi-tuition-v","value":{"type":"Heading","props":{"text":{"$template":"$${/totals/tuitionRevenueM}M"},"level":"h2"}}}
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+{"op":"add","path":"/elements/kpi-schol-h","value":{"type":"TextContent","props":{"text":"Scholarship Budget Used","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-schol-v","value":{"type":"Heading","props":{"text":{"$template":"$${/scholarship/used}M / $${/scholarship/total}M"},"level":"h3"}}}
+{"op":"add","path":"/elements/kpi-schol-p","value":{"type":"Progress","props":{"value":78,"label":"78% of scholarship budget allocated"}}}
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+{"op":"add","path":"/elements/enroll-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["enroll-head","enroll-chart","sem-compare"]}}
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+{"op":"add","path":"/elements/sem-last","value":{"type":"Series","props":{"category":"Last Semester","values":[18100,3100,89,3.12,214]}}}
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+{"op":"add","path":"/elements/fill-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["fill-head","fill-list"]}}
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+{"op":"add","path":"/elements/risk-i1","value":{"type":"ListItem","props":{"title":"Jordan Blake — CS","subtitle":"GPA 1.7 · 6 absences","actionLabel":"Advise"}}}
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+{"op":"add","path":"/elements/housing-events","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["housing-section","events-section"]}}
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+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Campus Events This Month","level":"h3"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["ev1","ev2","ev3","ev4"]}}}
+{"op":"add","path":"/elements/ev1","value":{"type":"ListItem","props":{"title":"Fall Career Fair","subtitle":"Oct 8 · Student Union"}}}
+{"op":"add","path":"/elements/ev2","value":{"type":"ListItem","props":{"title":"Homecoming Weekend","subtitle":"Oct 12–14 · Main Quad"}}}
+{"op":"add","path":"/elements/ev3","value":{"type":"ListItem","props":{"title":"Guest Lecture: AI Ethics","subtitle":"Oct 19 · Hall B"}}}
+{"op":"add","path":"/elements/ev4","value":{"type":"ListItem","props":{"title":"Fall Choral Concert","subtitle":"Oct 26 · Arts Center"}}}
+
+{"op":"add","path":"/elements/alumni-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alumni-head","alumni-chart"]}}
+{"op":"add","path":"/elements/alumni-head","value":{"type":"Heading","props":{"text":"Alumni Giving — Past 4 Years","level":"h3"}}}
+{"op":"add","path":"/elements/alumni-chart","value":{"type":"AreaChart","props":{"labels":["2021","2022","2023","2024"],"series":["alumni-series"],"variant":"natural","xLabel":"Year","yLabel":"Giving ($M)"}}}
+{"op":"add","path":"/elements/alumni-series","value":{"type":"Series","props":{"category":"Alumni Giving ($M)","values":[8.2,9.6,11.1,13.4]}}}
+
+{"op":"add","path":"/elements/waitlist-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["waitlist-head","waitlist-chart"]}}
+{"op":"add","path":"/elements/waitlist-head","value":{"type":"Heading","props":{"text":"Waitlisted Students per Program","level":"h3"}}}
+{"op":"add","path":"/elements/waitlist-chart","value":{"type":"BarChart","props":{"labels":["Computer Science","Business","Engineering","Biology","Psychology","Nursing"],"series":["waitlist-series"],"xLabel":"Program","yLabel":"Waitlisted"}}}
+{"op":"add","path":"/elements/waitlist-series","value":{"type":"Series","props":{"category":"Waitlisted","values":[312,145,208,96,74,188]}}}
+
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["actions-head","actions-row"]}}
+{"op":"add","path":"/elements/actions-head","value":{"type":"Heading","props":{"text":"Administrative Actions","level":"h3"}}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["approve-dialog","message-drawer"]}}
+
+{"op":"add","path":"/elements/approve-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Approve New Course","triggerVariant":"default","title":"Approve New Course","description":"Review and approve a new course offering.","content":["approve-form"]}}}
+{"op":"add","path":"/elements/approve-form","value":{"type":"Form","props":{"name":"approveCourse","fields":["fc-course-code","fc-course-title","fc-course-dept","fc-course-cap"],"buttons":["btn-approve"]}}}
+{"op":"add","path":"/elements/fc-course-code","value":{"type":"FormControl","props":{"label":"Course Code","input":"in-course-code"}}}
+{"op":"add","path":"/elements/in-course-code","value":{"type":"Input","props":{"name":"courseCode","placeholder":"e.g. CS 410","value":{"$bindState":"/newCourse/code"}}}}
+{"op":"add","path":"/elements/fc-course-title","value":{"type":"FormControl","props":{"label":"Course Title","input":"in-course-title"}}}
+{"op":"add","path":"/elements/in-course-title","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"e.g. Machine Learning","value":{"$bindState":"/newCourse/title"}}}}
+{"op":"add","path":"/elements/fc-course-dept","value":{"type":"FormControl","props":{"label":"Department","input":"sel-course-dept"}}}
+{"op":"add","path":"/elements/sel-course-dept","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Select department","value":{"$bindState":"/newCourse/dept"},"items":["cd-cs","cd-bus","cd-eng","cd-arts","cd-sci"]}}}
+{"op":"add","path":"/elements/cd-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/cd-bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"}}}
+{"op":"add","path":"/elements/cd-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/cd-arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"}}}
+{"op":"add","path":"/elements/cd-sci","value":{"type":"SelectItem","props":{"value":"sci","label":"Sciences"}}}
+{"op":"add","path":"/elements/fc-course-cap","value":{"type":"FormControl","props":{"label":"Capacity","input":"in-course-cap"}}}
+{"op":"add","path":"/elements/in-course-cap","value":{"type":"Input","props":{"name":"courseCap","type":"number","placeholder":"e.g. 120","value":{"$bindState":"/newCourse/cap"}}}}
+{"op":"add","path":"/elements/btn-approve","value":{"type":"Button","props":{"label":"Approve Course","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/approvedCourses","value":{"id":"$id","code":{"$state":"/newCourse/code"},"title":{"$state":"/newCourse/title"}}}}}}}
+{"op":"add","path":"/state/newCourse","value":{"code":"","title":"","dept":"","cap":""}}
+{"op":"add","path":"/state/approvedCourses","value":[]}
+
+{"op":"add","path":"/elements/message-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Message a Student Group","title":"Send Message to Student Group","description":"Compose a message to a targeted student group.","content":["message-form"]}}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageGroup","fields":["fc-msg-group","fc-msg-subject","fc-msg-body"],"buttons":["btn-send-msg"]}}}
+{"op":"add","path":"/elements/fc-msg-group","value":{"type":"FormControl","props":{"label":"Recipient Group","input":"sel-msg-group"}}}
+{"op":"add","path":"/elements/sel-msg-group","value":{"type":"Select","props":{"name":"msgGroup","placeholder":"Select group","value":{"$bindState":"/newMessage/group"},"items":["mg-fresh","mg-seniors","mg-atrisk","mg-cs","mg-intl"]}}}
+{"op":"add","path":"/elements/mg-fresh","value":{"type":"SelectItem","props":{"value":"freshmen","label":"All Freshmen"}}}
+{"op":"add","path":"/elements/mg-seniors","value":{"type":"SelectItem","props":{"value":"seniors","label":"All Seniors"}}}
+{"op":"add","path":"/elements/mg-atrisk","value":{"type":"SelectItem","props":{"value":"atrisk","label":"At-Risk Students"}}}
+{"op":"add","path":"/elements/mg-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science Majors"}}}
+{"op":"add","path":"/elements/mg-intl","value":{"type":"SelectItem","props":{"value":"intl","label":"International Students"}}}
+{"op":"add","path":"/elements/fc-msg-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"in-msg-subject"}}}
+{"op":"add","path":"/elements/in-msg-subject","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"Message subject","value":{"$bindState":"/newMessage/subject"}}}}
+{"op":"add","path":"/elements/fc-msg-body","value":{"type":"FormControl","props":{"label":"Message","input":"ta-msg-body"}}}
+{"op":"add","path":"/elements/ta-msg-body","value":{"type":"TextArea","props":{"name":"msgBody","rows":5,"placeholder":"Write your message...","value":{"$bindState":"/newMessage/body"}}}}
+{"op":"add","path":"/elements/btn-send-msg","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}}}}
+{"op":"add","path":"/state/newMessage","value":{"group":"","subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..319971aa8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/jsonrender__b5-university__r4.txt
@@ -0,0 +1,122 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","dept-filter","kpi-row","enrollment-section","apps-section","occupancy-section","faculty-section","risk-section","semester-section","events-alumni-section","actions-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"University Administration Overview","subtitle":"Fall 2024 Academic Dashboard"}}}
+{"op":"add","path":"/elements/dept-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["dept-filter-label","dept-filter-select"]}}
+{"op":"add","path":"/elements/dept-filter-label","value":{"type":"Label","props":{"text":"Focus on department:"}}}
+{"op":"add","path":"/elements/dept-filter-select","value":{"type":"Select","props":{"name":"deptFilter","placeholder":"All Departments","value":{"$bindState":"/selectedDept"},"items":["dept-all","dept-cs","dept-bus","dept-eng","dept-arts","dept-sci"]}}}
+{"op":"add","path":"/elements/dept-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Departments"}}}
+{"op":"add","path":"/elements/dept-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/dept-bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"}}}
+{"op":"add","path":"/elements/dept-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/dept-arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"}}}
+{"op":"add","path":"/elements/dept-sci","value":{"type":"SelectItem","props":{"value":"sci","label":"Sciences"}}}
+{"op":"add","path":"/state/selectedDept","value":"all"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-enroll","kpi-accept","kpi-tuition","kpi-housing"]}}
+{"op":"add","path":"/elements/kpi-enroll","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-enroll-h","kpi-enroll-v","kpi-enroll-s"]}}
+{"op":"add","path":"/elements/kpi-enroll-h","value":{"type":"TextContent","props":{"text":"Total Enrollment","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-enroll-v","value":{"type":"Heading","props":{"text":"18,240","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-enroll-s","value":{"type":"Badge","props":{"text":"+4.2% YoY","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-accept","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-accept-h","kpi-accept-v","kpi-accept-s"]}}
+{"op":"add","path":"/elements/kpi-accept-h","value":{"type":"TextContent","props":{"text":"Acceptance Rate","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-accept-v","value":{"type":"Heading","props":{"text":"58.3%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-accept-s","value":{"type":"Progress","props":{"value":58,"label":"7,120 accepted / 12,210 applied"}}}
+{"op":"add","path":"/elements/kpi-tuition","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-tuition-h","kpi-tuition-v","kpi-tuition-s"]}}
+{"op":"add","path":"/elements/kpi-tuition-h","value":{"type":"TextContent","props":{"text":"Tuition Revenue (This Year)","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-tuition-v","value":{"type":"Heading","props":{"text":"$412.8M","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-tuition-s","value":{"type":"Badge","props":{"text":"+6.1% vs last year","variant":"secondary"}}}
+{"op":"add","path":"/elements/kpi-housing","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-housing-h","kpi-housing-v","kpi-housing-s"]}}
+{"op":"add","path":"/elements/kpi-housing-h","value":{"type":"TextContent","props":{"text":"Housing Occupancy","size":"small-heavy"}}}
+{"op":"add","path":"/elements/kpi-housing-v","value":{"type":"Heading","props":{"text":"94%","level":"h2"}}}
+{"op":"add","path":"/elements/kpi-housing-s","value":{"type":"Progress","props":{"value":94,"label":"7,050 / 7,500 beds"}}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["enrollment-head","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-head","value":{"type":"Heading","props":{"text":"Total Enrollment — 5 Year Trend","level":"h3"}}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"LineChart","props":{"labels":["2020","2021","2022","2023","2024"],"series":["enroll-series"],"variant":"natural","xLabel":"Year","yLabel":"Students"}}}
+{"op":"add","path":"/elements/enroll-series","value":{"type":"Series","props":{"category":"Enrollment","values":[16400,16850,17300,17510,18240]}}}
+{"op":"add","path":"/elements/apps-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["apps-card","waitlist-card"]}}
+{"op":"add","path":"/elements/apps-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["apps-head","apps-chart"]}}
+{"op":"add","path":"/elements/apps-head","value":{"type":"Heading","props":{"text":"Applications by Program","level":"h3"}}}
+{"op":"add","path":"/elements/apps-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Computer Science","Business","Engineering","Arts & Humanities","Sciences"],"series":["apps-series"],"xLabel":"Applications"}}}
+{"op":"add","path":"/elements/apps-series","value":{"type":"Series","props":{"category":"Applications","values":[3120,2840,2560,1780,1910]}}}
+{"op":"add","path":"/elements/waitlist-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["waitlist-head","waitlist-table"]}}
+{"op":"add","path":"/elements/waitlist-head","value":{"type":"Heading","props":{"text":"Waitlisted Students per Program","level":"h3"}}}
+{"op":"add","path":"/elements/waitlist-table","value":{"type":"Table","props":{"columns":["waitlist-col-prog","waitlist-col-count"]}}}
+{"op":"add","path":"/elements/waitlist-col-prog","value":{"type":"Col","props":{"label":"Program","type":"string","data":["Computer Science","Business","Engineering","Arts & Humanities","Sciences"]}}}
+{"op":"add","path":"/elements/waitlist-col-count","value":{"type":"Col","props":{"label":"Waitlisted","type":"number","data":[214,168,142,63,88]}}}
+{"op":"add","path":"/elements/occupancy-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["occupancy-head","occupancy-list"]}}
+{"op":"add","path":"/elements/occupancy-head","value":{"type":"Heading","props":{"text":"Course Offering Fill Rates","level":"h3"}}}
+{"op":"add","path":"/elements/occupancy-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/courses","key":"id"},"children":["occupancy-item"]}}
+{"op":"add","path":"/elements/occupancy-item","value":{"type":"Progress","props":{"value":{"$item":"fill"},"label":{"$template":"${name} — ${enrolled}/${capacity} seats"}}}}
+{"op":"add","path":"/state/courses","value":[]}
+{"op":"add","path":"/state/courses/0","value":{"id":"c1","name":"CS 101 Intro to Programming","enrolled":298,"capacity":300,"fill":99}}
+{"op":"add","path":"/state/courses/1","value":{"id":"c2","name":"BUS 210 Financial Accounting","enrolled":175,"capacity":200,"fill":88}}
+{"op":"add","path":"/state/courses/2","value":{"id":"c3","name":"ENG 305 Thermodynamics","enrolled":112,"capacity":150,"fill":75}}
+{"op":"add","path":"/state/courses/3","value":{"id":"c4","name":"HUM 120 World Literature","enrolled":84,"capacity":120,"fill":70}}
+{"op":"add","path":"/state/courses/4","value":{"id":"c5","name":"SCI 240 Organic Chemistry","enrolled":143,"capacity":160,"fill":89}}
+{"op":"add","path":"/elements/faculty-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["faculty-head","faculty-table"]}}
+{"op":"add","path":"/elements/faculty-head","value":{"type":"Heading","props":{"text":"Teaching Load by Faculty Member","level":"h3"}}}
+{"op":"add","path":"/elements/faculty-table","value":{"type":"Table","props":{"columns":["fac-col-name","fac-col-dept","fac-col-courses","fac-col-students"]}}}
+{"op":"add","path":"/elements/fac-col-name","value":{"type":"Col","props":{"label":"Faculty","type":"string","data":["Dr. Chen","Dr. Alvarez","Dr. Okafor","Dr. Patel","Dr. Nguyen"]}}}
+{"op":"add","path":"/elements/fac-col-dept","value":{"type":"Col","props":{"label":"Department","type":"string","data":["Computer Science","Business","Engineering","Arts","Sciences"]}}}
+{"op":"add","path":"/elements/fac-col-courses","value":{"type":"Col","props":{"label":"Courses","type":"number","data":[4,3,3,2,4]}}}
+{"op":"add","path":"/elements/fac-col-students","value":{"type":"Col","props":{"label":"Students","type":"number","data":[310,205,178,96,242]}}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risk-head","risk-alert","risk-list","scholarship-card"]}}
+{"op":"add","path":"/elements/risk-head","value":{"type":"Heading","props":{"text":"Students at Academic Risk","level":"h3"}}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"127 students flagged","description":"Students below 2.0 GPA or with 3+ course failures this term.","variant":"warning"}}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"ListBlock","props":{"items":["risk-i1","risk-i2","risk-i3","risk-i4"]}}}
+{"op":"add","path":"/elements/risk-i1","value":{"type":"ListItem","props":{"title":"Jordan Reyes — GPA 1.7","subtitle":"Computer Science · 2 failed courses","actionLabel":"Contact"}}}
+{"op":"add","path":"/elements/risk-i2","value":{"type":"ListItem","props":{"title":"Mia Thompson — GPA 1.9","subtitle":"Business · Attendance concern","actionLabel":"Contact"}}}
+{"op":"add","path":"/elements/risk-i3","value":{"type":"ListItem","props":{"title":"Liam Foster — GPA 1.6","subtitle":"Engineering · 3 failed courses","actionLabel":"Contact"}}}
+{"op":"add","path":"/elements/risk-i4","value":{"type":"ListItem","props":{"title":"Ava Singh — GPA 1.8","subtitle":"Sciences · Probation","actionLabel":"Contact"}}}
+{"op":"add","path":"/elements/scholarship-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["scholarship-h","scholarship-prog","scholarship-t"]}}
+{"op":"add","path":"/elements/scholarship-h","value":{"type":"TextContent","props":{"text":"Scholarship Budget Used","size":"small-heavy"}}}
+{"op":"add","path":"/elements/scholarship-prog","value":{"type":"Progress","props":{"value":72,"label":"$18.0M used of $25.0M total"}}}
+{"op":"add","path":"/elements/scholarship-t","value":{"type":"TextContent","props":{"text":"$7.0M remaining for spring disbursement.","size":"small"}}}
+{"op":"add","path":"/elements/semester-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["semester-head","semester-chart"]}}
+{"op":"add","path":"/elements/semester-head","value":{"type":"Heading","props":{"text":"This Semester vs Last Semester","level":"h3"}}}
+{"op":"add","path":"/elements/semester-chart","value":{"type":"BarChart","props":{"labels":["Enrollment","New Applications","Retention %","Avg GPA","Course Sections"],"series":["sem-last","sem-this"],"variant":"grouped","xLabel":"Metric"}}}
+{"op":"add","path":"/elements/sem-last","value":{"type":"Series","props":{"category":"Last Semester","values":[17510,11800,88,3.1,620]}}}
+{"op":"add","path":"/elements/sem-this","value":{"type":"Series","props":{"category":"This Semester","values":[18240,12210,91,3.2,648]}}}
+{"op":"add","path":"/elements/events-alumni-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["events-card","alumni-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["events-head","events-list"]}}
+{"op":"add","path":"/elements/events-head","value":{"type":"Heading","props":{"text":"Campus Events This Month","level":"h3"}}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["ev1","ev2","ev3","ev4"]}}}
+{"op":"add","path":"/elements/ev1","value":{"type":"ListItem","props":{"title":"Fall Career Fair","subtitle":"Oct 12 · Student Union · 1,200 RSVPs"}}}
+{"op":"add","path":"/elements/ev2","value":{"type":"ListItem","props":{"title":"Homecoming Weekend","subtitle":"Oct 18–20 · Main Quad"}}}
+{"op":"add","path":"/elements/ev3","value":{"type":"ListItem","props":{"title":"Guest Lecture: AI Ethics","subtitle":"Oct 24 · Hall B · 340 RSVPs"}}}
+{"op":"add","path":"/elements/ev4","value":{"type":"ListItem","props":{"title":"Alumni Networking Night","subtitle":"Oct 29 · Faculty Club"}}}
+{"op":"add","path":"/elements/alumni-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alumni-head","alumni-chart"]}}
+{"op":"add","path":"/elements/alumni-head","value":{"type":"Heading","props":{"text":"Alumni Giving — Past 4 Years","level":"h3"}}}
+{"op":"add","path":"/elements/alumni-chart","value":{"type":"AreaChart","props":{"labels":["2021","2022","2023","2024"],"series":["alumni-series"],"variant":"natural","xLabel":"Year","yLabel":"$ Millions"}}}
+{"op":"add","path":"/elements/alumni-series","value":{"type":"Series","props":{"category":"Giving ($M)","values":[12.4,14.8,15.9,18.6]}}}
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["approve-dialog","message-dialog"]}}
+{"op":"add","path":"/elements/approve-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Approve New Course","triggerVariant":"default","title":"Approve New Course","description":"Review and approve a proposed course offering.","content":["approve-form"]}}}
+{"op":"add","path":"/elements/approve-form","value":{"type":"Form","props":{"name":"newCourse","fields":["approve-fc-title","approve-fc-dept","approve-fc-cap"],"buttons":["approve-submit"]}}}
+{"op":"add","path":"/elements/approve-fc-title","value":{"type":"FormControl","props":{"label":"Course Title","input":"approve-in-title"}}}
+{"op":"add","path":"/elements/approve-in-title","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"e.g. CS 350 Machine Learning","value":{"$bindState":"/newCourse/title"}}}}
+{"op":"add","path":"/state/newCourse","value":{"title":"","dept":"","cap":""}}
+{"op":"add","path":"/elements/approve-fc-dept","value":{"type":"FormControl","props":{"label":"Department","input":"approve-in-dept"}}}
+{"op":"add","path":"/elements/approve-in-dept","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Select department","value":{"$bindState":"/newCourse/dept"},"items":["ac-cs","ac-bus","ac-eng","ac-arts","ac-sci"]}}}
+{"op":"add","path":"/elements/ac-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"}}}
+{"op":"add","path":"/elements/ac-bus","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"}}}
+{"op":"add","path":"/elements/ac-eng","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"}}}
+{"op":"add","path":"/elements/ac-arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Humanities"}}}
+{"op":"add","path":"/elements/ac-sci","value":{"type":"SelectItem","props":{"value":"sci","label":"Sciences"}}}
+{"op":"add","path":"/elements/approve-fc-cap","value":{"type":"FormControl","props":{"label":"Capacity","input":"approve-in-cap"}}}
+{"op":"add","path":"/elements/approve-in-cap","value":{"type":"Input","props":{"name":"courseCap","type":"number","placeholder":"e.g. 120","value":{"$bindState":"/newCourse/cap"}}}}
+{"op":"add","path":"/elements/approve-submit","value":{"type":"Button","props":{"label":"Approve Course","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/courses","value":{"id":"$id","name":{"$state":"/newCourse/title"},"enrolled":0,"capacity":{"$state":"/newCourse/cap"},"fill":0}}}}}}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message a Student Group","triggerVariant":"secondary","title":"Send Message to Student Group","description":"Broadcast a message to a selected group of students.","content":["message-form"]}}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"studentMsg","fields":["msg-fc-group","msg-fc-subject","msg-fc-body"],"buttons":["msg-submit"]}}}
+{"op":"add","path":"/elements/msg-fc-group","value":{"type":"FormControl","props":{"label":"Recipient Group","input":"msg-in-group"}}}
+{"op":"add","path":"/elements/msg-in-group","value":{"type":"Select","props":{"name":"msgGroup","placeholder":"Select group","value":{"$bindState":"/studentMsg/group"},"items":["mg-all","mg-risk","mg-cs","mg-seniors","mg-waitlist"]}}}
+{"op":"add","path":"/elements/mg-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Students"}}}
+{"op":"add","path":"/elements/mg-risk","value":{"type":"SelectItem","props":{"value":"risk","label":"At-Risk Students"}}}
+{"op":"add","path":"/elements/mg-cs","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science Majors"}}}
+{"op":"add","path":"/elements/mg-seniors","value":{"type":"SelectItem","props":{"value":"seniors","label":"Graduating Seniors"}}}
+{"op":"add","path":"/elements/mg-waitlist","value":{"type":"SelectItem","props":{"value":"waitlist","label":"Waitlisted Students"}}}
+{"op":"add","path":"/state/studentMsg","value":{"group":"","subject":"","body":""}}
+{"op":"add","path":"/elements/msg-fc-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-in-subject"}}}
+{"op":"add","path":"/elements/msg-in-subject","value":{"type":"Input","props":{"name":"msgSubject","placeholder":"Message subject","value":{"$bindState":"/studentMsg/subject"}}}}
+{"op":"add","path":"/elements/msg-fc-body","value":{"type":"FormControl","props":{"label":"Message","input":"msg-in-body"}}}
+{"op":"add","path":"/elements/msg-in-body","value":{"type":"TextArea","props":{"name":"msgBody","rows":4,"placeholder":"Write your message...","value":{"$bindState":"/studentMsg/body"}}}}
+{"op":"add","path":"/elements/msg-submit","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/msgSent","value":true}}}}}
+{"op":"add","path":"/state/msgSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..046a97799
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r1.txt
@@ -0,0 +1,13 @@
+root = Card([header, statusBadge, amountDue, dueInfo, breakdown, payActions, footnote])
+header = CardHeader("Invoice #2024-087", "Acme Studio · Freelance Design Services")
+statusBadge = Badge("Unpaid", "destructive")
+amountDue = TextContent("**Amount due: $3,450.00 USD**", "large-heavy")
+dueInfo = Callout("warning", "Payment due July 15, 2024", "Please settle within 7 days to avoid late fees.")
+breakdown = Table([itemCol, hoursCol, amountCol])
+itemCol = Col("Description", ["Brand identity design", "Landing page mockups", "Revision rounds"])
+hoursCol = Col("Hours", [24, 16, 8], "number")
+amountCol = Col("Amount", ["$1,800.00", "$1,200.00", "$450.00"])
+payActions = Buttons([payNowBtn, downloadBtn])
+payNowBtn = Button("Pay now — $3,450.00", null, "primary")
+downloadBtn = Button("Download PDF", null, "secondary")
+footnote = TextContent("Payments processed securely via Stripe. Questions? Reply to this invoice.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..fa9ce9a3b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r2.txt
@@ -0,0 +1,13 @@
+root = Card([header, status, summary, details, dueCallout, actions])
+header = CardHeader("Invoice #2041", "Acme Studios")
+status = Badge("Unpaid", "destructive")
+summary = Card([amountLabel, amountValue], "sunk", "column", "xs")
+amountLabel = TextContent("Amount due", "small-heavy")
+amountValue = Heading("$4,250.00 USD", "h2")
+details = Table([labelCol, valueCol])
+labelCol = Col("Detail", ["Issued", "Due date", "Currency"])
+valueCol = Col("Value", ["Mar 1, 2024", "Mar 15, 2024", "USD"])
+dueCallout = Callout("warning", "Payment due Mar 15, 2024", "Please settle this invoice by the due date to avoid a late fee.")
+actions = Buttons([payBtn, downloadBtn])
+payBtn = Button("Pay $4,250.00 now", null, "primary")
+downloadBtn = Button("Download PDF", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..17ce27e89
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r3.txt
@@ -0,0 +1,9 @@
+root = Card([header, summary, details, payActions])
+header = CardHeader("Invoice #2041", "Acme Design Studio")
+summary = Callout("info", "Amount Due", "$3,450.00 USD")
+details = Table([labelCol, valueCol])
+labelCol = Col("Detail", ["Amount Due", "Currency", "Due Date"])
+valueCol = Col("Value", ["$3,450.00", "USD", "May 15, 2024"])
+payActions = Buttons([payBtn, viewBtn])
+payBtn = Button("Pay Now", null, "primary")
+viewBtn = Button("Download PDF", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..fec609f1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-invoice__r4.txt
@@ -0,0 +1,9 @@
+root = Card([header, amountCallout, details, actions])
+header = CardHeader("Invoice #2041", "Aurora Design Co.")
+amountCallout = TextCallout("info", "Amount Due", "$4,250.00 USD")
+details = Table([labelCol, valueCol])
+labelCol = Col("Detail", ["Invoice Date", "Due Date", "Currency"])
+valueCol = Col("Value", ["Mar 1, 2024", "Mar 15, 2024", "USD"])
+actions = Buttons([payBtn, downloadBtn])
+payBtn = Button("Pay Now", null, "primary")
+downloadBtn = Button("Download PDF", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..6553dff3c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, meeting, attendeesHeader, attendees, actions])
+header = CardHeader("Up Next", "Your next meeting")
+meeting = Callout("info", "Quarterly Planning Sync", "Today at 2:00 PM · 45 min")
+attendeesHeader = Heading("Attendees", "h4")
+attendees = ListBlock([person1, person2, person3, person4])
+person1 = ListItem("Sarah Chen", "Product Lead")
+person2 = ListItem("Marcus Reyes", "Engineering Manager")
+person3 = ListItem("Priya Nair", "Design")
+person4 = ListItem("Tom Becker", "Data")
+actions = Buttons([joinBtn, copyBtn])
+joinBtn = Button("Join call", null, "primary")
+copyBtn = Button("Copy link", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..a3dd9a7d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r2.txt
@@ -0,0 +1,11 @@
+root = Card([header, when, attendees, actions])
+header = CardHeader("Product Sync", "Next up on your calendar")
+when = Callout("info", "Starts at 2:00 PM", "Today, 30 minutes · Conference Room B / Video")
+attendees = ListBlock([a1, a2, a3, a4])
+a1 = ListItem("Jordan Lee", "Organizer")
+a2 = ListItem("Priya Nair", "Product")
+a3 = ListItem("Marcus Chen", "Engineering")
+a4 = ListItem("Sofia Alvarez", "Design")
+actions = Buttons([join, copyLink])
+join = Button("Join call", null, "primary")
+copyLink = Button("Copy link", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..6b8260bcd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r3.txt
@@ -0,0 +1,11 @@
+root = Card([header, when, attendees, actions])
+header = CardHeader("Product Sync", "Next up on your calendar")
+when = Alert("Starts at 2:30 PM", "Today · 30 minutes · Zoom", "info")
+attendees = ListBlock([a1, a2, a3, a4], "image")
+a1 = ListItem("Maya Chen", "Product Lead", ["https://picsum.photos/seed/maya/80/80"])
+a2 = ListItem("Devon Park", "Engineering", ["https://picsum.photos/seed/devon/80/80"])
+a3 = ListItem("Priya Rao", "Design", ["https://picsum.photos/seed/priya/80/80"])
+a4 = ListItem("Sam Ortiz", "Analytics", ["https://picsum.photos/seed/sam/80/80"])
+actions = Buttons([joinBtn, copyBtn])
+joinBtn = Button("Join call", null, "primary")
+copyBtn = Button("Copy link", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..8e92450c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-meeting__r4.txt
@@ -0,0 +1,12 @@
+root = Card([header, meetingInfo, attendeesHeader, attendees, actions])
+header = CardHeader("Up Next", "Your next meeting")
+meetingInfo = Callout("info", "Quarterly Product Review", "Today at 2:00 PM · 45 min")
+attendeesHeader = Heading("Attendees", "h4")
+attendees = ListBlock([att1, att2, att3, att4], "image")
+att1 = ListItem("Sarah Chen", "Product Lead", ["https://i.pravatar.cc/80?img=1"])
+att2 = ListItem("Marcus Reid", "Engineering Manager", ["https://i.pravatar.cc/80?img=12"])
+att3 = ListItem("Priya Nair", "Design Director", ["https://i.pravatar.cc/80?img=5"])
+att4 = ListItem("Tom Alvarez", "Data Analyst", ["https://i.pravatar.cc/80?img=15"])
+actions = Buttons([joinBtn, agendaBtn])
+joinBtn = Button("Join call", null, "primary")
+agendaBtn = Button("View agenda", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..f3010f2ca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, intro, form])
+header = CardHeader("The Weekly Drop", "Product updates, once a week")
+intro = TextContent("Subscribe to get one email every week with the latest product launches, feature updates, and behind-the-scenes tips.")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam, unsubscribe anytime")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..6aa866e4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r2.txt
@@ -0,0 +1,8 @@
+root = Card([header, intro, form])
+header = CardHeader("Weekly Product Newsletter", "One email, every week")
+intro = TextContent("Get one curated email each week with the latest product updates, feature deep-dives, and tips to get more out of the tools you use.")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll never share your email.")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..fa91d7623
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, intro, form])
+header = CardHeader("The Weekly Drop", "Product updates, curated")
+intro = TextContent("Get one email every week with the newest features, tips, and behind-the-scenes product notes.")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam, unsubscribe anytime")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..0ed8689a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-newsletter__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, intro, form])
+header = CardHeader("The Weekly Drop", "Product news, straight to your inbox")
+intro = TextContent("Get one email every week with the latest product updates, feature launches, and tips — no spam, ever.")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll only use this to send the weekly newsletter")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r1.txt
new file mode 100644
index 000000000..7f268507f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r1.txt
@@ -0,0 +1,27 @@
+root = Card([header, statusAlert, etaCard, tracking, timeline, problemSection])
+header = CardHeader("Order #DX-48213", "Standard shipping")
+statusAlert = Alert("Out for delivery", "Your package is on the delivery vehicle and arriving soon.", "info")
+etaCard = Callout("success", "Estimated delivery", "Thursday, June 12 — between 1:00 PM and 5:00 PM")
+tracking = Table([locCol, statusCol, timeCol])
+locCol = Col("Location", ["Chicago, IL Hub", "Aurora, IL Facility", "Local Depot — Naperville, IL"])
+statusCol = Col("Status", ["Departed", "Departed", "Out for delivery"])
+timeCol = Col("Time", ["Jun 10, 8:42 PM", "Jun 11, 6:15 AM", "Jun 12, 7:03 AM"])
+timeline = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order placed", "Jun 9 — order confirmed and processing")
+step2 = StepsItem("Shipped", "Jun 10 — left the origin warehouse")
+step3 = StepsItem("In transit", "Jun 11 — moving through regional facilities")
+step4 = StepsItem("Out for delivery", "Jun 12 — currently at Local Depot, Naperville, IL")
+problemSection = Card([problemHeader, problemForm], "sunk")
+problemHeader = CardHeader("Something wrong?", "Report a problem with this delivery")
+problemForm = Form("delivery-problem", problemButtons, [issueField, detailsField])
+issueField = FormControl("What's the issue?", issueSelect)
+issueSelect = Select("issue_type", [optLate, optDamaged, optMissing, optWrong], "Select an issue")
+optLate = SelectItem("late", "Package is late")
+optDamaged = SelectItem("damaged", "Package arrived damaged")
+optMissing = SelectItem("missing", "Package never arrived")
+optWrong = SelectItem("wrong", "Wrong item delivered")
+detailsField = FormControl("Details", detailsInput, "Tell us what happened so we can help")
+detailsInput = TextArea("details", "Describe the problem with your delivery...", 4)
+problemButtons = Buttons([submitBtn, chatBtn])
+submitBtn = Button("Report problem", null, "primary")
+chatBtn = Button("Chat with support", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r2.txt
new file mode 100644
index 000000000..24d90eb7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r2.txt
@@ -0,0 +1,26 @@
+root = Card([header, statusAlert, tracking, eta, progress, reportSection, followUp])
+header = CardHeader("Track Your Delivery", "Order #DX-48213")
+statusAlert = Alert("In Transit", "Your package is on its way and moving as expected", "info")
+tracking = ListBlock([step1, step2, step3, step4], "number")
+step1 = ListItem("Order Placed", "Mar 12, 9:04 AM — Confirmed")
+step2 = ListItem("Shipped from Warehouse", "Mar 13, 6:20 PM — Chicago, IL")
+step3 = ListItem("At Regional Facility", "Mar 15, 8:15 AM — Columbus, OH — Current location", null)
+step4 = ListItem("Out for Delivery", "Pending")
+eta = TextCallout("success", "Estimated Delivery", "Wednesday, March 17 — between 12:00 PM and 4:00 PM")
+progress = Progress(65, "Delivery progress")
+reportSection = DialogBlock("Report a Problem", "Report a Delivery Problem", "Tell us what went wrong and we'll help resolve it.", [reportForm], "destructive")
+reportForm = Form("delivery-problem", reportButtons, [issueField, detailsField])
+issueField = FormControl("What's the issue?", issueSelect)
+issueSelect = Select("issue_type", [issueLate, issueLost, issueDamaged, issueWrong], "Select a problem")
+issueLate = SelectItem("late", "Delivery is late")
+issueLost = SelectItem("lost", "Package appears lost")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueWrong = SelectItem("wrong", "Wrong item delivered")
+detailsField = FormControl("Details", detailsInput, "Add anything that helps us investigate")
+detailsInput = TextArea("details", "Describe the problem...", 4)
+reportButtons = Buttons([submitReport, cancelReport])
+submitReport = Button("Submit Report", null, "primary", "destructive")
+cancelReport = Button("Cancel", null, "tertiary")
+followUp = FollowUpBlock([fuTrack, fuContact])
+fuTrack = FollowUpItem("Get real-time tracking updates")
+fuContact = FollowUpItem("Contact the courier directly")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r3.txt
new file mode 100644
index 000000000..9b1874937
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r3.txt
@@ -0,0 +1,25 @@
+root = Card([header, status, timeline, etaCallout, mapNote, problemSection])
+header = CardHeader("Track Your Package", "Order #A82931-4471")
+status = Badge("In Transit", "secondary")
+timeline = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Placed", "Nov 12 — Warehouse, Chicago IL")
+step2 = StepsItem("Shipped", "Nov 13 — Left origin facility")
+step3 = StepsItem("In Transit", "Now — Arrived at Columbus, OH sorting hub")
+step4 = StepsItem("Out for Delivery", "Pending — Local courier")
+etaCallout = TextCallout("info", "Estimated Delivery", "Thursday, Nov 16 — between 12:00 PM and 4:00 PM")
+mapNote = TextContent("**Current location:** Columbus, OH sorting hub — approximately 180 miles from destination.")
+problemSection = SectionBlock([problemItem], true)
+problemItem = SectionItem("report", "Report a Problem", [problemIntro, problemForm])
+problemIntro = TextContent("Something wrong with your delivery? Let us know and our support team will follow up.")
+problemForm = Form("delivery-problem", problemButtons, [issueField, detailsField])
+issueField = FormControl("What's the issue?", issueSelect)
+issueSelect = Select("issue_type", [issueLate, issueDamaged, issueLost, issueWrong], "Select an issue")
+issueLate = SelectItem("late", "Package is late")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueLost = SelectItem("lost", "Package appears lost")
+issueWrong = SelectItem("wrong", "Wrong item or address")
+detailsField = FormControl("Details", detailsInput, "Describe what happened")
+detailsInput = TextArea("details", "Tell us more about the problem...", 4)
+problemButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit Report", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r4.txt
new file mode 100644
index 000000000..c6b73aac4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-order__r4.txt
@@ -0,0 +1,26 @@
+root = Card([header, statusBadge, eta, progress, journey, mapNote, separator, reportSection])
+header = CardHeader("Package #4820-XT", "Tracking your delivery")
+statusBadge = Badge("Out for delivery", "secondary")
+eta = Alert("Estimated delivery", "Arriving Thursday, June 12 · between 2:00 PM and 6:00 PM", "info")
+progress = Progress(75, "In transit — 75% of the way there")
+journey = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order placed", "June 8 · Warehouse, Newark NJ")
+step2 = StepsItem("Departed facility", "June 10 · Regional hub, Columbus OH")
+step3 = StepsItem("Out for delivery", "June 12 · Local courier, Springfield IL — current location")
+step4 = StepsItem("Delivered", "Estimated Thursday, June 12")
+mapNote = TextCallout("neutral", "Current location", "On the delivery van near Oak Street, Springfield IL — about 6 stops away.")
+separator = Separator("horizontal")
+reportSection = SectionBlock([reportItem], true)
+reportItem = SectionItem("report", "Report a problem with this delivery", [reportForm])
+reportForm = Form("report-issue", reportButtons, [issueField, detailsField])
+issueField = FormControl("What went wrong?", issueSelect)
+issueSelect = Select("issue_type", [opt1, opt2, opt3, opt4], "Choose an issue")
+opt1 = SelectItem("late", "Delivery is late")
+opt2 = SelectItem("wrong_location", "Package sent to wrong address")
+opt3 = SelectItem("damaged", "Package looks damaged")
+opt4 = SelectItem("missing", "Package marked delivered but missing")
+detailsField = FormControl("Additional details", detailsInput, "Tell us anything that helps us investigate")
+detailsInput = TextArea("details", "Describe the problem...", 4)
+reportButtons = Buttons([submitBtn, callBtn])
+submitBtn = Button("Submit report", null, "primary")
+callBtn = Button("Contact support", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..d06617d90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r1.txt
@@ -0,0 +1,14 @@
+root = Card([header, options, form])
+header = CardHeader("Where should we go for lunch on Friday?", "Cast your vote below")
+options = ListBlock([opt1, opt2, opt3])
+opt1 = ListItem("The Green Bowl", "Fresh salads & grain bowls")
+opt2 = ListItem("Taco Fiesta", "Tacos, burritos & margaritas")
+opt3 = ListItem("Noodle House", "Ramen, pho & stir-fry")
+form = Form("lunch-poll", pollButtons, [voteField])
+voteField = FormControl("Your pick", voteRadio, "One vote per person")
+voteRadio = RadioGroup("restaurant", [voteGreen, voteTaco, voteNoodle])
+voteGreen = RadioItem("The Green Bowl", "Fresh salads & grain bowls", "green-bowl")
+voteTaco = RadioItem("Taco Fiesta", "Tacos, burritos & margaritas", "taco-fiesta")
+voteNoodle = RadioItem("Noodle House", "Ramen, pho & stir-fry", "noodle-house")
+pollButtons = Buttons([submitBtn])
+submitBtn = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..61a1c482f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r2.txt
@@ -0,0 +1,16 @@
+root = Card([header, options, voteForm, results])
+header = CardHeader("Team Lunch Poll", "Where should we go for lunch on Friday?")
+options = ListBlock([opt1, opt2, opt3], "number")
+opt1 = ListItem("The Green Bowl", "Fresh salads and grain bowls")
+opt2 = ListItem("Taco Fiesta", "Build-your-own tacos and burritos")
+opt3 = ListItem("Nonna's Pizzeria", "Wood-fired pizza and pasta")
+voteForm = Form("lunch-vote", voteButtons, [choiceField])
+choiceField = FormControl("Cast your vote", choiceRadio, "Pick your preferred spot")
+choiceRadio = RadioGroup("restaurant", [radioGreen, radioTaco, radioPizza])
+radioGreen = RadioItem("The Green Bowl", "Fresh salads and grain bowls", "green-bowl")
+radioTaco = RadioItem("Taco Fiesta", "Build-your-own tacos and burritos", "taco-fiesta")
+radioPizza = RadioItem("Nonna's Pizzeria", "Wood-fired pizza and pasta", "nonnas")
+voteButtons = Buttons([submitBtn])
+submitBtn = Button("Submit vote", null, "primary")
+results = BarChart(["Green Bowl", "Taco Fiesta", "Nonna's"], [voteSeries], "grouped", "Restaurant", "Votes")
+voteSeries = Series("Current votes", [4, 6, 3])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..916b3622a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r3.txt
@@ -0,0 +1,11 @@
+root = Card([header, poll])
+header = CardHeader("Team Lunch Poll", "Where should we go for lunch on Friday?")
+poll = Form("lunch-poll", pollButtons, [choiceField])
+choiceField = FormControl("Pick your spot", choiceRadio, "One vote per person")
+choiceRadio = RadioGroup("restaurant", [optTacos, optSushi, optPasta])
+optTacos = RadioItem("El Fuego Tacos", "Fast, casual, great veggie options", "tacos")
+optSushi = RadioItem("Sakura Sushi", "Fresh rolls and quiet seating", "sushi")
+optPasta = RadioItem("Nonna's Pasta", "Hearty portions, 10 min walk", "pasta")
+pollButtons = Buttons([voteBtn, resultsBtn])
+voteBtn = Button("Submit vote", null, "primary")
+resultsBtn = Button("See current results", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..e632a0695
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-poll__r4.txt
@@ -0,0 +1,11 @@
+root = Card([header, poll])
+header = CardHeader("Team Lunch Poll", "Where should we go for lunch on Friday?")
+poll = Form("lunch-poll", pollButtons, [choiceField])
+choiceField = FormControl("Pick a spot", choiceRadio, "One vote per person")
+choiceRadio = RadioGroup("restaurant", [optTacos, optSushi, optPizza])
+optTacos = RadioItem("El Taco Loco", "Fresh tacos and burritos, 5 min walk", "tacos")
+optSushi = RadioItem("Sakura Sushi", "Sushi rolls and bento boxes, 10 min walk", "sushi")
+optPizza = RadioItem("Mario's Pizzeria", "Wood-fired pizza and salads, 8 min walk", "pizza")
+pollButtons = Buttons([voteBtn, resultsBtn])
+voteBtn = Button("Submit vote", null, "primary")
+resultsBtn = Button("See results", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..42479b041
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r1.txt
@@ -0,0 +1,16 @@
+root = Card([header, profile, bio, sep, contactForm])
+header = CardHeader("Directory Profile", "Engineering")
+profile = Card([avatar, nameText, roleBadge], "sunk", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/person/200/200", "Maya Fernandez", "MF")
+nameText = TextContent("**Maya Fernandez**", "large-heavy")
+roleBadge = Badge("Senior Software Engineer", "secondary")
+bio = TextContent("Maya is a senior engineer on the Platform team with 8 years of experience building scalable backend systems. She leads the API reliability initiative and mentors new hires. Outside of work she enjoys trail running and open-source contributions.")
+sep = Separator("horizontal")
+contactForm = Form("send-message", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageInput, "Maya usually replies within a day")
+messageInput = TextArea("message", "Write your message to Maya...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..2f21f0836
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, profile, bio, contactSection])
+header = CardHeader("Employee Profile", "Company Directory")
+profile = Card([avatar, nameInfo], "sunk", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/employee/200/200", "Sarah Chen", "SC")
+nameInfo = Card([name, role, roleTag], "clear", "column", "xs")
+name = Heading("Sarah Chen", "h2")
+role = TextContent("Senior Product Designer", "large")
+roleTag = TagBlock(["Design", "Full-time", "San Francisco"])
+bio = Card([bioHeading, bioText], "clear", "column", "s")
+bioHeading = Heading("About", "h4")
+bioText = TextContent("Sarah leads product design for the core platform team, focusing on accessible and intuitive interfaces. She has over 8 years of experience shaping digital products and mentoring junior designers.")
+contactSection = Card([contactHeading, messageForm], "clear", "column", "s")
+contactHeading = Heading("Send a message", "h4")
+messageForm = Form("contact-sarah", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message", "Write your message to Sarah...", 4)
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..d9b4f2359
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r3.txt
@@ -0,0 +1,13 @@
+root = Card([header, avatarRow, bio, separator, contactForm])
+header = CardHeader("Dana Whitfield", "Senior Product Designer")
+avatarRow = Avatar("https://picsum.photos/seed/dana/200/200", "Dana Whitfield", "DW")
+bio = TextContent("Dana leads design for the payments experience, focusing on clarity and trust in complex flows. She has shipped major redesigns across web and mobile, and mentors the junior design team. Off the clock, she's an avid trail runner and amateur ceramicist.")
+separator = Separator("horizontal")
+contactForm = Form("message-dana", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageArea, "Dana usually replies within a day")
+messageArea = TextArea("message", "Write your message to Dana...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..92e8da94a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-profile__r4.txt
@@ -0,0 +1,12 @@
+root = Card([header, bio, contactForm])
+header = CardHeader("Priya Nandakumar", "Senior Product Designer · Design Systems")
+avatar = Avatar("https://picsum.photos/seed/priya/200/200", "Priya Nandakumar", "PN")
+bio = TextContent("Priya leads the design systems practice, building the shared component library and accessibility guidelines used across every product team. She has spent nine years bridging design and engineering, and mentors junior designers on craft and tooling.")
+contactForm = Form("message-priya", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageArea, "Priya usually replies within a day")
+messageArea = TextArea("message", "Write your message here...", 5)
+formButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..053c9976d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, kpis, comparison, chart, note])
+header = CardHeader("Today So Far", "As of 10:45 AM")
+kpis = Table([metric, todayCol, yestCol])
+metric = Col("Metric", ["Revenue", "Orders", "Avg order"])
+todayCol = Col("Today", ["$1,840", "42", "$43.81"])
+yestCol = Col("Yesterday (same time)", ["$1,610", "38", "$42.37"])
+comparison = Alert("Up 14% vs yesterday", "Revenue is $230 ahead of the same time yesterday morning.", "success")
+chart = BarChart(["Yesterday", "Today"], [revSeries], "grouped", "Day", "Revenue (USD)")
+revSeries = Series("Revenue so far", [1610, 1840])
+note = TextContent("Both figures are measured up to **10:45 AM** for a like-for-like comparison.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..a3b968f29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, todayCard, comparison, chart, note])
+header = CardHeader("Morning Check-In", "As of 10:30 AM today")
+todayCard = Callout("success", "Revenue so far today", "$2,340 across 38 orders")
+comparison = Table([metricCol, todayCol, yesterdayCol, changeCol])
+metricCol = Col("Metric", ["Revenue", "Orders", "Avg. order"])
+todayCol = Col("Today (10:30 AM)", ["$2,340", "38", "$61.58"])
+yesterdayCol = Col("Yesterday (10:30 AM)", ["$1,980", "33", "$60.00"])
+changeCol = Col("Change", ["+18.2%", "+15.2%", "+2.6%"])
+chart = BarChart(["8 AM", "9 AM", "10 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [640, 890, 810])
+yesterdaySeries = Series("Yesterday", [520, 760, 700])
+note = TextContent("You're running **ahead of yesterday's pace** by about $360 at this point in the morning.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..8ab4cb9d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r3.txt
@@ -0,0 +1,10 @@
+root = Card([header, alert, kpis, trend])
+header = CardHeader("Today So Far", "As of 10:45 AM")
+alert = Alert("Ahead of yesterday", "Revenue is up 18% versus this time yesterday", "success")
+kpis = Table([metric, today, yesterday])
+metric = Col("Metric", ["Revenue", "Orders", "Avg order"])
+today = Col("Today", ["$3,240", "42", "$77.14"])
+yesterday = Col("Same time yesterday", ["$2,745", "37", "$74.19"])
+trend = LineChart(["7a", "8a", "9a", "10a", "10:45a"], [todaySeries, ydaySeries], "natural", "Time", "Cumulative USD")
+todaySeries = Series("Today", [280, 940, 1720, 2610, 3240])
+ydaySeries = Series("Yesterday", [240, 810, 1480, 2210, 2745])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..cd3ca19a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-revenue__r4.txt
@@ -0,0 +1,7 @@
+root = Card([header, todayStat, comparison, chart, note])
+header = CardHeader("Morning Check-In", "Sales so far today")
+todayStat = TextContent("**Revenue so far today: $1,840**", "large-heavy")
+comparison = Alert("Ahead of yesterday", "You're up $260 (+16.5%) vs. the same time yesterday ($1,580).", "success")
+chart = BarChart(["Yesterday", "Today"], [revSeries], "grouped", "Day", "USD (by 11am)")
+revSeries = Series("Revenue by 11am", [1580, 1840])
+note = TextContent("Compared against the same window (open — 11:00 AM).", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r1.txt
new file mode 100644
index 000000000..252ee6fd8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, deadline, status, progress, actions])
+header = CardHeader("Finalize Q3 budget report", "Your most urgent task")
+deadline = Alert("Due today at 5:00 PM", "This deadline is 3 hours away", "warning")
+status = Badge("In progress", "secondary")
+progress = Progress(75, "Draft complete, pending review")
+actions = Buttons([doneBtn, snoozeBtn])
+doneBtn = Button("Mark as done", null, "primary")
+snoozeBtn = Button("Snooze 1 hour", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r2.txt
new file mode 100644
index 000000000..696c69714
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r2.txt
@@ -0,0 +1,9 @@
+root = Card([header, urgency, status, deadline, progress, actions])
+header = CardHeader("Focus", "Your most urgent task")
+urgency = TextCallout("danger", "Finalize Q3 budget report", "This is your top priority right now")
+status = Badge("In Progress", "secondary")
+deadline = Alert("Due today at 5:00 PM", "3 hours remaining — no time to lose", "warning")
+progress = Progress(70, "Draft complete, review pending")
+actions = Buttons([doneBtn, snoozeBtn], "column")
+doneBtn = Button("Mark as Done", null, "primary")
+snoozeBtn = Button("Snooze 1 hour", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r3.txt
new file mode 100644
index 000000000..66b0d7aaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, statusRow, deadline, actions])
+header = CardHeader("Finish Q3 budget report", "Your most urgent task")
+statusRow = Card([statusLabel, statusBadge], "clear", "row", "s", "center")
+statusLabel = TextContent("Status", "small-heavy")
+statusBadge = Badge("In progress", "secondary")
+deadline = Alert("Due today at 5:00 PM", "This deadline is the nearest across all your tasks.", "warning")
+actions = Buttons([doneBtn])
+doneBtn = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r4.txt
new file mode 100644
index 000000000..0d788e3dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-task__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, deadline, status, progress, actions])
+header = CardHeader("Finalize Q3 Report", "Your most urgent task")
+deadline = Alert("Due today at 5:00 PM", "This deadline is approaching — 3 hours remaining", "warning")
+status = Badge("In Progress", "secondary")
+progress = Progress(75, "75% complete")
+actions = Buttons([doneBtn, snoozeBtn])
+doneBtn = Button("Mark as Done", null, "primary")
+snoozeBtn = Button("Snooze 1 hour", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..58c480102
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r1.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident])
+header = CardHeader("Platform Status", "API service health this month")
+uptime = Progress(99.94, "API uptime — this month")
+incident = Alert("Latest incident: Elevated API latency", "Increased response times affected ~8% of requests. Root cause was a database connection pool exhaustion. Resolved on Feb 14, 2024 at 03:42 UTC.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..78662ffd5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r2.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident])
+header = CardHeader("Platform Status", "API health this month")
+uptime = Progress(99.97, "API uptime this month")
+incident = Alert("Latest incident: elevated latency", "On May 14, the API saw elevated p95 latency for ~22 minutes due to a database connection pool exhaustion. Root cause identified and pool limits increased. Resolved at 14:41 UTC on May 14.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..9ee3711e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r3.txt
@@ -0,0 +1,7 @@
+root = Card([header, uptimeProgress, uptimeNote, sep, incidentAlert, incidentDetails])
+header = CardHeader("Platform Status", "API service health this month")
+uptimeProgress = Progress(99.94, "API uptime this month")
+uptimeNote = TextContent("The API has maintained **99.94%** uptime so far this month, exceeding our 99.9% SLA target.", "small")
+sep = Separator("horizontal")
+incidentAlert = Alert("Latest incident resolved", "Elevated API latency on Mar 14 — fully resolved.", "success")
+incidentDetails = TextContent("**Most recent incident:** On March 14 at 09:12 UTC, a database connection pool exhaustion caused elevated latency and intermittent 503 responses on the API. The issue was mitigated by scaling the connection pool and **resolved at 09:41 UTC** (29 minutes).", "default")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..75b269126
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-uptime__r4.txt
@@ -0,0 +1,5 @@
+root = Card([header, uptime, incidentAlert, incidentNote])
+header = CardHeader("Platform Status", "API service health")
+uptime = Progress(99.97, "API uptime this month")
+incidentAlert = Alert("Latest incident resolved", "Elevated API latency in us-east-1", "success")
+incidentNote = TextContent("**Most recent incident:** Elevated API latency in us-east-1 caused by a database connection pool exhaustion. Detected at 02:14 UTC on May 12 and fully resolved at 03:02 UTC on May 12 (48 min duration).", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..c747669fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r1.txt
@@ -0,0 +1,11 @@
+root = Card([header, current, outlook, sunTimes])
+header = CardHeader("Morning Weather Brief", "Bengaluru · Today")
+current = Callout("info", "24°C · Partly Cloudy", "Feels like 25°C. Humidity 68%, light winds from the west at 9 km/h.")
+outlook = Table([dayCol, condCol, highCol, lowCol])
+dayCol = Col("Day", ["Tomorrow", "Wednesday", "Thursday"])
+condCol = Col("Conditions", ["Light rain", "Cloudy", "Sunny"])
+highCol = Col("High", [27, 28, 30], "number")
+lowCol = Col("Low", [19, 20, 21], "number")
+sunTimes = Table([labelCol, timeCol])
+labelCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:02 AM", "6:34 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..26a5b7d05
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r2.txt
@@ -0,0 +1,13 @@
+root = Card([header, current, sunTimes, outlookHeading, outlook, tips])
+header = CardHeader("Morning Weather Brief", "Bengaluru · Today")
+current = Callout("info", "24°C · Partly Cloudy", "Feels like 25°C. Light breeze from the west, humidity 68%.")
+sunTimes = Table([labelCol, timeCol])
+labelCol = Col("Sun", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:08 AM", "6:24 PM"])
+outlookHeading = Heading("3-Day Outlook", "h3")
+outlook = Table([dayCol, condCol, highCol, lowCol])
+dayCol = Col("Day", ["Tomorrow", "Wed", "Thu"])
+condCol = Col("Conditions", ["Light Showers", "Cloudy", "Sunny"])
+highCol = Col("High", ["27°C", "28°C", "30°C"], "string")
+lowCol = Col("Low", ["19°C", "20°C", "21°C"], "string")
+tips = TextCallout("neutral", "Carry an umbrella", "Light showers expected tomorrow afternoon in Bengaluru.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..2b4db90d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r3.txt
@@ -0,0 +1,17 @@
+root = Card([header, current, alertBanner, outlook, sunTable, tips])
+header = CardHeader("Morning Weather Brief", "Bengaluru · Today")
+current = Card([currentTemp, currentTags], "sunk", "column", "s")
+currentTemp = TextContent("**24°C** · Partly cloudy", "large-heavy")
+currentTags = TagBlock(["Feels like 26°C", "Humidity 68%", "Wind 12 km/h"])
+alertBanner = TextCallout("info", "Light showers likely", "Carry an umbrella for the afternoon commute.")
+outlook = Card([outlookHeader, outlookChart], "clear", "column", "s")
+outlookHeader = Heading("Next 3 Days", "h3")
+outlookChart = BarChart(["Tomorrow", "Wed", "Thu"], [highs, lows], "grouped", "Day", "°C")
+highs = Series("High", [27, 26, 28])
+lows = Series("Low", [19, 18, 20])
+sunTable = Table([sunEvent, sunTime])
+sunEvent = Col("Event", ["Sunrise", "Sunset"])
+sunTime = Col("Time", ["06:12 AM", "06:34 PM"])
+tips = FollowUpBlock([tip1, tip2])
+tip1 = FollowUpItem("Show hourly forecast")
+tip2 = FollowUpItem("Will it rain this weekend?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..88b0bc8d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b1-weather__r4.txt
@@ -0,0 +1,12 @@
+root = Card([header, current, alert, forecast, sunTimes])
+header = CardHeader("Morning Weather Brief", "Bengaluru · Today")
+current = Callout("info", "24°C · Partly Cloudy", "Feels like 25°C. Humidity 68%, gentle breeze from the west at 9 km/h.")
+alert = Alert("Light showers likely", "Carry an umbrella after 4 PM as scattered rain is expected this evening.", "info")
+forecast = Table([dayCol, condCol, highCol, lowCol])
+dayCol = Col("Day", ["Tomorrow", "Wednesday", "Thursday"])
+condCol = Col("Conditions", ["Cloudy", "Light Rain", "Sunny"])
+highCol = Col("High", ["26°C", "24°C", "28°C"], "string")
+lowCol = Col("Low", ["19°C", "18°C", "20°C"], "string")
+sunTimes = Table([labelCol, timeCol])
+labelCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:12 AM", "6:34 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..b230e46a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, budgetProgress, largest, split, monthPicker, addForm])
+header = CardHeader("Budget Check", "October 2024")
+budgetProgress = Progress(72, "$2,160 spent of $3,000 budget")
+largest = Alert("Largest expense", "Rent — $1,200 (paid Oct 1)", "info")
+split = PieChart(catLabels, catValues, "donut")
+catLabels = ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"]
+catValues = [1200, 420, 210, 140, 110, 80]
+monthPicker = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mAug, mSep, mOct], "Choose month")
+mAug = SelectItem("2024-08", "August 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mOct = SelectItem("2024-10", "October 2024")
+monthButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "secondary")
+addForm = Form("add-expense", addButtons, [descField, amountField, expCatField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("description", "e.g. Coffee")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number")
+expCatField = FormControl("Category", expCatSelect)
+expCatSelect = Select("category", [cRent, cGroc, cDine, cTrans, cUtil, cOther], "Choose category")
+cRent = SelectItem("rent", "Rent")
+cGroc = SelectItem("groceries", "Groceries")
+cDine = SelectItem("dining", "Dining")
+cTrans = SelectItem("transport", "Transport")
+cUtil = SelectItem("utilities", "Utilities")
+cOther = SelectItem("other", "Other")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single")
+addButtons = Buttons([addBtn, cancelBtn])
+addBtn = Button("Add expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..7087f5435
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r2.txt
@@ -0,0 +1,34 @@
+root = Card([header, spentProgress, biggest, split, monthPicker, addExpense])
+header = CardHeader("Budget Check", "October 2024")
+spentProgress = Progress(78, "$2,340 spent of $3,000 budget")
+biggest = Alert("Largest expense: Rent", "$1,200 — 51% of total spending this month", "info")
+split = PieChart(categoryLabels, categoryValues, "donut")
+categoryLabels = ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"]
+categoryValues = [1200, 460, 280, 190, 140, 70]
+monthPicker = Form("view-month", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mOct, mSep, mAug, mJul], "Select month")
+mOct = SelectItem("2024-10", "October 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mAug = SelectItem("2024-08", "August 2024")
+mJul = SelectItem("2024-07", "July 2024")
+monthButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "secondary")
+addExpense = Form("add-expense", addButtons, [descField, amountField, catField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("description", "Coffee, groceries…")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number")
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [cRent, cGroceries, cDining, cTransport, cUtilities, cOther], "Choose a category")
+cRent = SelectItem("rent", "Rent")
+cGroceries = SelectItem("groceries", "Groceries")
+cDining = SelectItem("dining", "Dining")
+cTransport = SelectItem("transport", "Transport")
+cUtilities = SelectItem("utilities", "Utilities")
+cOther = SelectItem("other", "Other")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("date", "single")
+addButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Add expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..8e05ec14a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r3.txt
@@ -0,0 +1,34 @@
+root = Card([header, budgetProgress, largest, split, monthPicker, addForm])
+header = CardHeader("Budget Check", "October 2024")
+budgetProgress = Progress(78, "$2,340 spent of $3,000 budget")
+largest = Callout("warning", "Largest expense: Rent — $1,200", "Housing accounts for over half of this month's spending.")
+split = PieChart(catLabels, catValues, "donut")
+catLabels = ["Rent", "Groceries", "Dining", "Transport", "Utilities", "Other"]
+catValues = [1200, 420, 310, 180, 150, 80]
+monthPicker = Form("view-month", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mOct, mSep, mAug, mJul], "Select month", null, "October")
+mOct = SelectItem("2024-10", "October 2024")
+mSep = SelectItem("2024-09", "September 2024")
+mAug = SelectItem("2024-08", "August 2024")
+mJul = SelectItem("2024-07", "July 2024")
+monthButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "secondary")
+addForm = Form("add-expense", addButtons, [descField, amountField, categoryField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("description", "e.g. Groceries at Market")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [cRent, cGroc, cDine, cTrans, cUtil, cOther], "Select category")
+cRent = SelectItem("rent", "Rent")
+cGroc = SelectItem("groceries", "Groceries")
+cDine = SelectItem("dining", "Dining")
+cTrans = SelectItem("transport", "Transport")
+cUtil = SelectItem("utilities", "Utilities")
+cOther = SelectItem("other", "Other")
+dateField = FormControl("Date", datePick)
+datePick = DatePicker("date", "single")
+addButtons = Buttons([addBtn, cancelBtn])
+addBtn = Button("Add expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..50bfe324d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-budget__r4.txt
@@ -0,0 +1,55 @@
+root = Card([header, budgetProgress, largestAlert, categoryChart, categoryTable, controls])
+header = CardHeader("Budget Check", "March 2025")
+budgetProgress = Progress(78, "Spent $2,340 of $3,000")
+largestAlert = Alert("Largest expense", "Rent — $1,200 (51% of spending)", "warning")
+categoryChart = PieChart(catLabels, catValues, "donut")
+catLabels = ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Other"]
+catValues = [1200, 480, 210, 190, 160, 100]
+categoryTable = Table([catCol, amtCol, shareCol])
+catCol = Col("Category", ["Rent", "Groceries", "Transport", "Dining", "Utilities", "Other"])
+amtCol = Col("Amount", ["$1,200", "$480", "$210", "$190", "$160", "$100"], "number")
+shareCol = Col("Share", ["51%", "21%", "9%", "8%", "7%", "4%"])
+controls = Buttons([monthDrawer, addDrawer], "row")
+monthDrawer = Button("View another month")
+addDrawer = Button("Add expense", null, "primary")
+
+monthPicker = DrawerBlock("View another month", "Choose a month", "Pick a month to review", [monthForm])
+monthForm = Form("select-month", monthButtons, [monthField])
+monthField = FormControl("Month", monthSelect)
+monthSelect = Select("month", [mJan, mFeb, mMar, mApr], "Select month")
+mJan = SelectItem("2025-01", "January 2025")
+mFeb = SelectItem("2025-02", "February 2025")
+mMar = SelectItem("2025-03", "March 2025")
+mApr = SelectItem("2025-04", "April 2025")
+monthButtons = Buttons([monthGo])
+monthGo = Button("View month", null, "primary")
+
+addExpense = DrawerBlock("Add expense", "Add an expense", "Record a new expense for this month", [expenseForm])
+expenseForm = Form("add-expense", expenseButtons, [descField, amountField, expCatField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("desc", "e.g. Weekly groceries")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number")
+expCatField = FormControl("Category", expCatSelect)
+expCatSelect = Select("category", [ecRent, ecGroc, ecTrans, ecDining, ecUtil, ecOther], "Select category")
+ecRent = SelectItem("rent", "Rent")
+ecGroc = SelectItem("groceries", "Groceries")
+ecTrans = SelectItem("transport", "Transport")
+ecDining = SelectItem("dining", "Dining")
+ecUtil = SelectItem("utilities", "Utilities")
+ecOther = SelectItem("other", "Other")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("date", "single")
+expenseButtons = Buttons([expSave, expCancel])
+expSave = Button("Save expense", null, "primary")
+expCancel = Button("Cancel", null, "tertiary")
+
+Wait — I need the drawers reachable. Let me correct the controls.
+
+controls = Buttons([placeholder])
+placeholder = Button("actions")
+
+Actually the drawers must be in root children.
+
+root = Card([header, budgetProgress, largestAlert, categoryChart, categoryTable, actionRow])
+actionRow = Card([monthPicker, addExpense], "clear", "row", "m")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..1bc3bf417
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r1.txt
@@ -0,0 +1,22 @@
+root = Card([header, special, menuTabs, hours, filterNote])
+header = CardHeader("The Corner Café", "Freshly brewed, freshly baked")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Cinnamon Roll for $8.50 — available all day!")
+menuTabs = Tabs([drinksTab, foodTab, vegTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea", "Hot Chocolate"])
+drinkPrice = Col("Price", ["$3.00", "$4.25", "$4.50", "$4.75", "$4.00", "$3.75"])
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodPrice])
+foodName = Col("Item", ["Croissant", "Avocado Toast", "Cinnamon Roll", "Ham & Cheese Panini", "Veggie Wrap", "Blueberry Muffin"])
+foodPrice = Col("Price", ["$2.75", "$6.50", "$3.50", "$7.25", "$6.75", "$3.25"])
+vegTab = TabItem("veg", "Vegetarian Only", [vegNote, vegTable])
+vegNote = TextCallout("success", "Vegetarian", "All items below are 100% vegetarian.")
+vegTable = Table([vegName, vegPrice])
+vegName = Col("Item", ["Cappuccino", "Latte", "Chai Tea", "Croissant", "Avocado Toast", "Veggie Wrap", "Blueberry Muffin"])
+vegPrice = Col("Price", ["$4.25", "$4.50", "$4.00", "$2.75", "$6.50", "$6.75", "$3.25"])
+hours = Table([dayCol, hoursCol])
+hoursHeader = CardHeader("Opening Hours")
+dayCol = Col("Day", ["Mon–Fri", "Saturday", "Sunday"])
+hoursCol = Col("Hours", ["7:00 AM – 7:00 PM", "8:00 AM – 8:00 PM", "8:00 AM – 4:00 PM"])
+filterNote = TextContent("Use the **Vegetarian Only** tab to view meat-free items.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..a01f62517
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r2.txt
@@ -0,0 +1,29 @@
+root = Card([header, special, tabs, hours, filterNote])
+header = CardHeader("The Corner Cafe", "Freshly brewed, locally sourced")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Blueberry Muffin — $7.50")
+tabs = Tabs([drinksTab, foodTab, vegTab])
+
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea", "Hot Chocolate"])
+drinkPrice = Col("Price", ["$3.00", "$4.25", "$4.50", "$4.00", "$4.25", "$3.75"], "string")
+
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodPrice])
+foodName = Col("Item", ["Avocado Toast", "Bacon Bagel", "Blueberry Muffin", "Garden Salad", "Grilled Chicken Wrap", "Croissant"])
+foodPrice = Col("Price", ["$8.50", "$7.00", "$3.50", "$7.50", "$9.00", "$3.25"], "string")
+
+vegTab = TabItem("veg", "Vegetarian Only", [vegNote, vegTable])
+vegNote = TextCallout("info", "Vegetarian Menu", "All items below are 100% vegetarian.")
+vegTable = Table([vegName, vegType, vegPrice])
+vegName = Col("Item", ["Cappuccino", "Latte", "Chai Tea", "Hot Chocolate", "Avocado Toast", "Blueberry Muffin", "Garden Salad", "Croissant"])
+vegType = Col("Type", ["Drink", "Drink", "Drink", "Drink", "Food", "Food", "Food", "Food"])
+vegPrice = Col("Price", ["$4.25", "$4.50", "$4.25", "$3.75", "$8.50", "$3.50", "$7.50", "$3.25"], "string")
+
+hours = SectionBlock([hoursSection])
+hoursSection = SectionItem("hours", "Opening Hours", [hoursTable])
+hoursTable = Table([day, open])
+day = Col("Day", ["Mon–Fri", "Saturday", "Sunday"])
+open = Col("Hours", ["7:00 AM – 7:00 PM", "8:00 AM – 8:00 PM", "8:00 AM – 4:00 PM"])
+
+filterNote = TextContent("Looking for vegetarian options? Tap the **Vegetarian Only** tab above.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..4dfbdb3ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r3.txt
@@ -0,0 +1,30 @@
+root = Card([header, special, tabs, hours, footer])
+header = CardHeader("The Corner Cafe", "Freshly brewed, locally sourced")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Cinnamon Roll for $8.50")
+tabs = Tabs([drinksTab, foodTab, vegTab])
+
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea"])
+drinkPrice = Col("Price", ["$3.00", "$4.25", "$4.75", "$4.50", "$4.00"])
+
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodPrice])
+foodName = Col("Item", ["Avocado Toast", "Ham & Cheese Croissant", "Garden Salad", "Cinnamon Roll", "Blueberry Muffin"])
+foodPrice = Col("Price", ["$7.50", "$6.00", "$8.00", "$3.50", "$3.25"])
+
+vegTab = TabItem("veg", "Vegetarian", [vegNote, vegTable])
+vegNote = TextContent("Showing vegetarian items only.", "small-heavy")
+vegTable = Table([vegName, vegPrice])
+vegName = Col("Item", ["Avocado Toast", "Garden Salad", "Cinnamon Roll", "Blueberry Muffin", "Chai Tea"])
+vegPrice = Col("Price", ["$7.50", "$8.00", "$3.50", "$3.25", "$4.00"])
+
+hours = SectionBlock([hoursSection])
+hoursSection = SectionItem("hours", "Opening Hours", [hoursTable])
+hoursTable = Table([hoursDay, hoursTime])
+hoursDay = Col("Day", ["Mon-Fri", "Saturday", "Sunday"])
+hoursTime = Col("Hours", ["7:00 AM - 6:00 PM", "8:00 AM - 5:00 PM", "8:00 AM - 3:00 PM"])
+
+footer = FollowUpBlock([followOrder, followReserve])
+followOrder = FollowUpItem("Place an order to go")
+followReserve = FollowUpItem("Reserve a table")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..9d003b6ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-cafe__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, special, tabs, hours, actions])
+header = CardHeader("The Corner Cafe", "Freshly brewed, locally sourced")
+special = Callout("success", "Today's Special", "Pumpkin Spice Latte + Blueberry Muffin for $7.50 — available until 2pm")
+tabs = Tabs([drinksTab, foodTab, vegTab])
+
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Latte", "Cold Brew", "Chai Tea", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$2.50", "$3.75", "$4.25", "$4.00", "$3.50", "$4.50"])
+
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodPrice])
+foodName = Col("Item", ["Avocado Toast", "Bacon Croissant", "Blueberry Muffin", "Garden Salad", "Grilled Cheese", "Veggie Wrap"])
+foodPrice = Col("Price", ["$8.50", "$6.75", "$3.25", "$7.50", "$5.50", "$8.00"])
+
+vegTab = TabItem("veg", "Vegetarian", [vegTable])
+vegTable = Table([vegName, vegPrice])
+vegName = Col("Vegetarian Item", ["Avocado Toast", "Blueberry Muffin", "Garden Salad", "Grilled Cheese", "Veggie Wrap"])
+vegPrice = Col("Price", ["$8.50", "$3.25", "$7.50", "$5.50", "$8.00"])
+
+hours = Table([dayCol, hoursCol])
+dayCol = Col("Day", ["Mon-Fri", "Saturday", "Sunday"])
+hoursCol = Col("Opening Hours", ["7:00am - 6:00pm", "8:00am - 5:00pm", "8:00am - 3:00pm"])
+
+actions = Buttons([orderBtn, dirBtn])
+orderBtn = Button("Order ahead", null, "primary")
+dirBtn = Button("Get directions", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r1.txt
new file mode 100644
index 000000000..e2446a432
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, meta, progress, next, modules, continueBtn])
+header = CardHeader("Modern JavaScript Mastery", "Instructor: Dr. Elena Vasquez")
+meta = TagBlock(["4.8 ★ average rating", "12 modules", "36 lessons"])
+progress = Progress(62, "Overall progress: 62%")
+next = Callout("info", "Up next", "Module 8 · Lesson 3: Working with Promises")
+modules = Table([modName, modStatus])
+modName = Col("Module", ["1. Fundamentals", "2. Functions", "3. Objects & Arrays", "4. DOM Basics", "5. Events", "6. Async Intro", "7. Fetch & APIs", "8. Promises"])
+modStatus = Col("Status", ["Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "Completed", "In progress"])
+continueBtn = Buttons([resumeBtn])
+resumeBtn = Button("Continue learning", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r2.txt
new file mode 100644
index 000000000..7c76dbe9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r2.txt
@@ -0,0 +1,14 @@
+root = Card([header, progress, nextLesson, modules, rating, actions])
+header = CardHeader("Modern JavaScript Mastery", "Instructor: Dr. Elena Vasquez")
+progress = Progress(68, "Overall course progress")
+nextLesson = Callout("info", "Next lesson: Async & Promises", "Module 4 · Lesson 2 · ~25 min remaining")
+modules = ListBlock([mod1, mod2, mod3, mod4, mod5], "number")
+mod1 = ListItem("Module 1: Fundamentals", "Completed · 100%")
+mod2 = ListItem("Module 2: Functions & Scope", "Completed · 100%")
+mod3 = ListItem("Module 3: Objects & Arrays", "Completed · 100%")
+mod4 = ListItem("Module 4: Asynchronous JS", "In progress · 40%")
+mod5 = ListItem("Module 5: Modules & Tooling", "Not started · 0%")
+rating = TextCallout("success", "Average learner rating", "4.8 out of 5 from 2,341 reviews")
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue learning", null, "primary")
+syllabusBtn = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r3.txt
new file mode 100644
index 000000000..439cefb9e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r3.txt
@@ -0,0 +1,14 @@
+root = Card([header, rating, progress, nextLesson, modules, actions])
+header = CardHeader("Modern JavaScript: From Fundamentals to Mastery", "Instructor: Dr. Elena Marquez")
+rating = Badge("Average rating: 4.8 / 5 (2,341 ratings)", "secondary")
+progress = Progress(62, "Overall course progress")
+nextLesson = Callout("info", "Next up: Async & Await", "Module 4 · Lesson 2 · ~18 min remaining")
+modules = ListBlock([m1, m2, m3, m4, m5], "number")
+m1 = ListItem("Module 1: JavaScript Basics", "Completed · 6/6 lessons")
+m2 = ListItem("Module 2: Functions & Scope", "Completed · 5/5 lessons")
+m3 = ListItem("Module 3: Arrays & Objects", "Completed · 7/7 lessons")
+m4 = ListItem("Module 4: Asynchronous JavaScript", "In progress · 1/4 lessons")
+m5 = ListItem("Module 5: Modern Tooling", "Not started · 0/5 lessons")
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue learning", null, "primary")
+syllabusBtn = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r4.txt
new file mode 100644
index 000000000..274e4ff72
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-course__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, progress, rating, nextUp, modules, actions])
+header = CardHeader("Introduction to Data Science", "Instructor: Dr. Amara Okafor")
+progress = Progress(62, "Overall progress")
+rating = Badge("Average rating: 4.7 / 5", "secondary")
+nextUp = Callout("info", "Next lesson: Cleaning Messy Data", "Module 4 · Lesson 2 · about 18 minutes")
+modules = ListBlock([mod1, mod2, mod3, mod4, mod5], "number")
+mod1 = ListItem("Module 1: Foundations of Data Science", "Completed")
+mod2 = ListItem("Module 2: Python for Analysis", "Completed")
+mod3 = ListItem("Module 3: Exploring Data", "Completed")
+mod4 = ListItem("Module 4: Data Cleaning", "In progress · 40%")
+mod5 = ListItem("Module 5: Visualization & Reporting", "Not started")
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue learning", null, "primary")
+syllabusBtn = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r1.txt
new file mode 100644
index 000000000..4c7922a33
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r1.txt
@@ -0,0 +1,35 @@
+root = Card([header, countdown, agendaHeader, agenda, speakersHeader, speakers, ticketsHeader, tickets, registerHeader, form, followUp])
+header = CardHeader("DevWave 2025", "March 14, 2025 · Metropolitan Convention Center, Austin TX")
+countdown = Progress(72, "42 days remaining until DevWave 2025")
+agendaHeader = Heading("Agenda", "h3")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["09:00", "10:30", "12:00", "14:00", "16:30"])
+agendaSession = Col("Session", ["Registration & Coffee", "Keynote: The Future of the Web", "Lunch & Networking", "Workshop Track: AI in Production", "Closing Panel & Awards"])
+speakersHeader = Heading("Speakers", "h3")
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Dr. Elena Vargas", "Principal Engineer, cloud-scale distributed systems")
+sp2 = ListItem("Marcus Lee", "Founder of OpenStack Labs, open-source advocate")
+sp3 = ListItem("Priya Nair", "Head of AI, applied machine learning at scale")
+sp4 = ListItem("Tom Becker", "Staff Designer, human-centered developer tools")
+ticketsHeader = Heading("Ticket Tiers", "h3")
+tickets = Table([tierName, tierPrice])
+tierName = Col("Tier", ["Early Bird", "Standard", "VIP", "Student"])
+tierPrice = Col("Price", ["$149", "$249", "$499", "$79"])
+registerHeader = Heading("Register", "h3")
+form = Form("register", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll send your ticket here")
+emailInput = Input("email", "jane@company.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [optEarly, optStd, optVip, optStudent], "Choose a tier")
+optEarly = SelectItem("early", "Early Bird — $149")
+optStd = SelectItem("standard", "Standard — $249")
+optVip = SelectItem("vip", "VIP — $499")
+optStudent = SelectItem("student", "Student — $79")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Register now", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUp = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show me the full workshop schedule")
+fu2 = FollowUpItem("Are group discounts available?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r2.txt
new file mode 100644
index 000000000..b12fd45f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r2.txt
@@ -0,0 +1,24 @@
+root = Card([header, countdown, agenda, speakers, tiers, register, followup])
+header = CardHeader("DevConf 2025", "March 14–15, 2025 · Moscone Center, San Francisco")
+countdown = Progress(72, "72 days remaining until the event")
+agenda = Table([agTime, agSession])
+agTime = Col("Time", ["09:00", "10:30", "12:00", "13:30", "15:00", "16:30"])
+agSession = Col("Session", ["Registration & Coffee", "Keynote: The Next Decade", "Lunch Break", "Scaling Systems Workshop", "AI in Production Panel", "Closing & Networking"])
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Ada Lovelace", "VP Engineering, Analytical — on building resilient platforms")
+sp2 = ListItem("Grace Hopper", "Distinguished Engineer, Naval Systems — on debugging at scale")
+sp3 = ListItem("Alan Turing", "Head of Research, Enigma Labs — on the future of computation")
+sp4 = ListItem("Katherine Johnson", "Principal Data Scientist, Orbit — on trustworthy models")
+tiers = Table([tierName, tierPrice])
+tierName = Col("Tier", ["Early Bird", "Standard", "VIP", "Team (5+)"])
+tierPrice = Col("Price", ["$199", "$299", "$599", "$249 / seat"])
+register = Form("register", regButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll send your ticket here")
+emailInput = Input("email", "jane@company.com", "email")
+regButtons = Buttons([submitBtn])
+submitBtn = Button("Register now", null, "primary")
+followup = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show me the full two-day agenda")
+fu2 = FollowUpItem("What's included with the VIP tier?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r3.txt
new file mode 100644
index 000000000..9106ac25b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, meta, countdown, agendaHeader, agenda, speakersHeader, speakers, tiersHeader, tiers, regHeader, form])
+header = CardHeader("DevSummit 2025", "The annual gathering for builders and makers")
+meta = TagBlock(["June 14, 2025", "9:00 AM – 6:00 PM", "Metro Convention Center, San Francisco"])
+countdown = Callout("info", "42 days to go", "Only 42 days remaining until DevSummit 2025 — secure your seat now.")
+
+agendaHeader = Heading("Agenda", "h3")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["09:00", "10:30", "12:00", "13:30", "15:00", "16:30"])
+agendaSession = Col("Session", ["Registration & Coffee", "Opening Keynote", "Lunch Break", "Scaling Systems", "AI in Production", "Closing Panel"])
+
+speakersHeader = Heading("Speakers", "h3")
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Ada Nakamura", "CTO at Nebula — building resilient distributed systems")
+sp2 = ListItem("Marco Ellis", "Staff Engineer at Flow — pragmatic AI deployment")
+sp3 = ListItem("Priya Raman", "Founder of Loop — product-led growth for developers")
+sp4 = ListItem("Jonas Weber", "Principal at Vector — the future of edge computing")
+
+tiersHeader = Heading("Ticket Tiers", "h3")
+tiers = Table([tierName, tierPrice, tierPerks])
+tierName = Col("Tier", ["Early Bird", "Standard", "VIP"])
+tierPrice = Col("Price", ["$149", "$249", "$499"])
+tierPerks = Col("Includes", ["All sessions", "All sessions + workshop", "Front row + speaker dinner"])
+
+regHeader = Heading("Register", "h3")
+form = Form("register", formButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll send your ticket here")
+emailInput = Input("email", "jane@company.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [optEarly, optStd, optVip], "Choose a tier")
+optEarly = SelectItem("early", "Early Bird — $149")
+optStd = SelectItem("standard", "Standard — $249")
+optVip = SelectItem("vip", "VIP — $499")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r4.txt
new file mode 100644
index 000000000..5daed8fea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-event__r4.txt
@@ -0,0 +1,30 @@
+root = Card([header, countdown, agenda, speakers, tickets, register, follow])
+header = CardHeader("DevSummit 2025", "June 14, 2025 · Moscone Center, San Francisco")
+countdown = Progress(72, "42 days remaining until the event")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["09:00", "10:30", "12:00", "13:30", "15:00", "16:30"])
+agendaSession = Col("Session", ["Registration & Coffee", "Keynote: The Future of Dev", "Lunch Break", "Workshop: Scaling Systems", "Panel: Open Source", "Closing & Networking"])
+speakers = ListBlock([sp1, sp2, sp3, sp4])
+sp1 = ListItem("Ada Chen", "VP Engineering, Cloudscale — building resilient platforms")
+sp2 = ListItem("Marcus Ford", "Creator of OpenGrid — open source infrastructure")
+sp3 = ListItem("Priya Nair", "Staff Engineer, Vectorly — ML systems at scale")
+sp4 = ListItem("Tom Alvarez", "Developer Advocate, Bytewise — DX and tooling")
+tickets = Table([tierName, tierPrice, tierPerks])
+tierName = Col("Tier", ["Early Bird", "Standard", "VIP"])
+tierPrice = Col("Price", ["$199", "$299", "$599"])
+tierPerks = Col("Includes", ["All talks + recordings", "All talks + workshops", "Front seating + speaker dinner"])
+register = Form("register", regButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll send your ticket here")
+emailInput = Input("email", "jane@company.com", "email")
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("tier", [optEarly, optStd, optVip], "Choose a tier")
+optEarly = SelectItem("early", "Early Bird — $199")
+optStd = SelectItem("standard", "Standard — $299")
+optVip = SelectItem("vip", "VIP — $599")
+regButtons = Buttons([submitBtn])
+submitBtn = Button("Register now", null, "primary")
+follow = FollowUpBlock([f1, f2])
+f1 = FollowUpItem("Show full speaker bios")
+f2 = FollowUpItem("What's the refund policy?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..cc129f895
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r1.txt
@@ -0,0 +1,29 @@
+root = Card([header, statsRow, stepProgress, weeklyChart, logSection])
+header = CardHeader("Daily Summary", "Wednesday, June 12")
+statsRow = Card([stepsCard, caloriesCard], "clear", "row", "m")
+stepsCard = Card([stepsHeading, stepsValue], "sunk", "column", "s")
+stepsHeading = TextContent("Steps Today", "small-heavy")
+stepsValue = TextContent("7,842 / 10,000", "large-heavy")
+caloriesCard = Card([calHeading, calValue], "sunk", "column", "s")
+calHeading = TextContent("Calories Burned", "small-heavy")
+calValue = TextContent("512 kcal", "large-heavy")
+stepProgress = Progress(78, "Step goal: 78% complete")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [caloriesSeries], "grouped", "Day", "Calories")
+caloriesSeries = Series("Calories Burned", [430, 610, 512, 0, 0, 0, 0])
+logSection = Form("log-workout", logButtons, [typeField, durationField, intensityField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOpt, cycleOpt, strengthOpt, yogaOpt], "Choose a workout")
+runOpt = SelectItem("run", "Running")
+cycleOpt = SelectItem("cycle", "Cycling")
+strengthOpt = SelectItem("strength", "Strength Training")
+yogaOpt = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "45", "number")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [lowInt, medInt, highInt], "medium")
+lowInt = RadioItem("Low", "Easy pace", "low")
+medInt = RadioItem("Medium", "Moderate effort", "medium")
+highInt = RadioItem("High", "Vigorous effort", "high")
+logButtons = Buttons([logBtn, cancelBtn])
+logBtn = Button("Log workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..c77f79621
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r2.txt
@@ -0,0 +1,23 @@
+root = Card([header, stepsProgress, calories, weekChart, logForm])
+header = CardHeader("Daily Summary", "Tuesday, June 10")
+stepsProgress = Progress(76, "Steps: 7,620 / 10,000")
+calories = Callout("success", "Calories Burned", "You've burned 540 kcal today — nice work!")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [caloriesSeries, minutesSeries], "grouped", "Day", "Amount")
+caloriesSeries = Series("Calories", [480, 620, 300, 540, 700, 0, 810])
+minutesSeries = Series("Minutes", [35, 45, 20, 40, 55, 0, 60])
+logForm = Form("log-workout", formButtons, [typeField, durationField, dateField, intensityField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("type", [typeRun, typeStrength, typeCycle, typeYoga], "Select a workout")
+typeRun = SelectItem("run", "Running")
+typeStrength = SelectItem("strength", "Strength training")
+typeCycle = SelectItem("cycle", "Cycling")
+typeYoga = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "45", "number")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single")
+intensityField = FormControl("Intensity", intensitySlider)
+intensitySlider = Slider("intensity", "discrete", 1, 5, 1, [3], "Effort level")
+formButtons = Buttons([logBtn, cancelBtn])
+logBtn = Button("Log workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..6a091e5ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r3.txt
@@ -0,0 +1,27 @@
+root = Card([header, stepsProgress, caloriesBadge, weekChart, sep, logForm])
+header = CardHeader("Daily Summary", "Tuesday, June 10")
+stepsProgress = Progress(78, "Steps: 7,800 / 10,000")
+caloriesBadge = Badge("520 kcal burned today", "secondary")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [caloriesSeries, minutesSeries], "grouped", "Day", "Value")
+caloriesSeries = Series("Calories", [480, 520, 610, 450, 700, 300, 560])
+minutesSeries = Series("Minutes", [35, 40, 50, 30, 55, 20, 45])
+sep = Separator("horizontal")
+logForm = Form("log-workout", formButtons, [typeField, durationField, intensityField, dateField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("type", [runOpt, cycleOpt, strengthOpt, yogaOpt], "Choose activity")
+runOpt = SelectItem("run", "Running")
+cycleOpt = SelectItem("cycle", "Cycling")
+strengthOpt = SelectItem("strength", "Strength training")
+yogaOpt = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "45", "number")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [lowInt, medInt, highInt], "medium")
+lowInt = RadioItem("Low", "Easy pace", "low")
+medInt = RadioItem("Medium", "Moderate effort", "medium")
+highInt = RadioItem("High", "Vigorous effort", "high")
+dateField = FormControl("Date", datePicker)
+datePicker = DatePicker("date", "single")
+formButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Log workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..f3cddc936
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-fitness__r4.txt
@@ -0,0 +1,23 @@
+root = Card([header, stepsProgress, caloriesCallout, weekChart, logSection])
+header = CardHeader("Daily Summary", "Tuesday, June 10")
+stepsProgress = Progress(74, "Steps: 7,420 / 10,000")
+caloriesCallout = TextCallout("success", "Calories Burned", "You've burned 512 kcal so far today")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [minutesSeries], "grouped", "Day", "Minutes")
+minutesSeries = Series("Workout minutes", [45, 30, 0, 60, 25, 50, 40])
+logSection = Form("log-workout", logButtons, [typeField, durationField, intensityField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("type", [runOpt, strengthOpt, yogaOpt, cycleOpt], "Choose a workout")
+runOpt = SelectItem("running", "Running")
+strengthOpt = SelectItem("strength", "Strength training")
+yogaOpt = SelectItem("yoga", "Yoga")
+cycleOpt = SelectItem("cycling", "Cycling")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "30", "number")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [lowInt, medInt, highInt], "medium")
+lowInt = RadioItem("Low", "Easy pace", "low")
+medInt = RadioItem("Medium", "Moderate effort", "medium")
+highInt = RadioItem("High", "Max effort", "high")
+logButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Log workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r1.txt
new file mode 100644
index 000000000..d4f0facdd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r1.txt
@@ -0,0 +1,22 @@
+root = Card([header, description, quals, salary, sep, applyForm, share])
+header = CardHeader("Senior Product Designer", "Design & Research Team")
+description = TextContent("We're looking for a Senior Product Designer to shape end-to-end experiences across our core products. You'll partner closely with product and engineering to turn complex problems into simple, elegant interfaces that delight users.")
+quals = ListBlock([q1, q2, q3, q4], "number")
+q1 = ListItem("5+ years of product design experience", "Shipping consumer or SaaS products")
+q2 = ListItem("Strong systems thinking", "Experience building and maintaining design systems")
+q3 = ListItem("Fluency in Figma", "Prototyping, components, and handoff")
+q4 = ListItem("Collaborative mindset", "Comfortable working with cross-functional teams")
+salary = Callout("info", "Salary Range", "$140,000 – $180,000 base, plus equity and benefits")
+sep = Separator("horizontal")
+applyForm = Form("apply", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput)
+emailInput = Input("email", "jane@company.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your portfolio or resume")
+resumeInput = Input("resume", "https://...", "url")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+share = Buttons([copyBtn, emailBtn])
+copyBtn = Button("Copy link", null, "secondary")
+emailBtn = Button("Share via email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r2.txt
new file mode 100644
index 000000000..b0f4249e6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r2.txt
@@ -0,0 +1,22 @@
+root = Card([header, salaryBadge, description, quals, applyForm, share])
+header = CardHeader("Senior Product Designer", "Design Systems Team")
+salaryBadge = Badge("$140,000 – $175,000 / year", "secondary")
+description = TextContent("We're looking for a Senior Product Designer to shape end-to-end experiences across our platform. You'll partner with product and engineering to turn complex problems into clear, elegant interfaces and help evolve our design system.")
+quals = ListBlock([q1, q2, q3, q4], "number")
+q1 = ListItem("5+ years of product design", "Shipping consumer or B2B software")
+q2 = ListItem("Systems thinking", "Experience building and maintaining design systems")
+q3 = ListItem("Strong craft", "Fluency in Figma, prototyping, and interaction design")
+q4 = ListItem("Collaboration", "Works closely with engineers and PMs across the cycle")
+applyForm = Form("apply", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput)
+emailInput = Input("email", "jane@company.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your portfolio or resume")
+resumeInput = Input("resume", "https://portfolio.example.com", "url")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit application", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+share = Buttons([copyBtn, emailShareBtn])
+copyBtn = Button("Copy link", null, "secondary")
+emailShareBtn = Button("Share via email", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r3.txt
new file mode 100644
index 000000000..b5104102e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r3.txt
@@ -0,0 +1,24 @@
+root = Card([header, tags, description, quals, salary, sep, applyForm, share])
+header = CardHeader("Senior Product Designer", "Design Systems Team")
+tags = TagBlock(["Full-time", "Remote", "Design"])
+description = TextContent("We're looking for a Senior Product Designer to shape the future of our design system. You'll partner closely with engineers and PMs to craft intuitive, accessible experiences across web and mobile, and help define the visual language of our products.")
+quals = ListBlock([q1, q2, q3, q4], "number")
+q1 = ListItem("5+ years of product design experience", "Shipping consumer or SaaS products end to end")
+q2 = ListItem("Strong systems thinking", "Experience building and maintaining design systems")
+q3 = ListItem("Fluency in Figma", "Prototyping, components, and auto-layout")
+q4 = ListItem("Collaboration skills", "Comfortable working with engineering and product partners")
+salary = Callout("info", "Salary Range", "$140,000 – $180,000 per year, plus equity and benefits.")
+sep = Separator("horizontal")
+applyForm = Form("apply", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput)
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your portfolio or resume")
+resumeInput = Input("resume", "https://…", "url")
+applyButtons = Buttons([submitBtn, clearBtn])
+submitBtn = Button("Submit application", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+share = Buttons([copyBtn, emailShareBtn])
+copyBtn = Button("Copy link", null, "secondary")
+emailShareBtn = Button("Share via email", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r4.txt
new file mode 100644
index 000000000..09b5528b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-job__r4.txt
@@ -0,0 +1,24 @@
+root = Card([header, intro, description, quals, salaryHeading, salary, applyForm, share])
+header = CardHeader("Senior Product Designer", "Design Systems Team")
+intro = Badge("Full-time · Remote", "secondary")
+description = TextContent("We're looking for a Senior Product Designer to shape the end-to-end experience of our core products. You'll partner with engineers and PMs to turn complex problems into elegant, accessible interfaces and help evolve our shared design system.")
+quals = ListBlock([q1, q2, q3, q4], "number")
+q1 = ListItem("5+ years in product design", "Shipping consumer or SaaS products at scale")
+q2 = ListItem("Strong systems thinking", "Experience building and maintaining design systems")
+q3 = ListItem("Fluency in Figma", "Prototyping, components, and auto-layout mastery")
+q4 = ListItem("Clear communication", "Able to present rationale to cross-functional partners")
+salaryHeading = Heading("Compensation", "h3")
+salary = TextCallout("success", "Salary range", "$150,000 – $185,000 USD, plus equity and benefits")
+applyForm = Form("apply", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Smith")
+emailField = FormControl("Email", emailInput, "We'll only use this to reach you about your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your portfolio or resume")
+resumeInput = Input("resume", "https://...", "url")
+applyButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save for later", null, "tertiary")
+share = Buttons([copyLink, shareEmail])
+copyLink = Button("Copy posting link", null, "secondary")
+shareEmail = Button("Share via email", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..e876f3ca0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r1.txt
@@ -0,0 +1,18 @@
+root = Card([header, kpis, trend, topProducts, actions])
+header = CardHeader("Monthly Sales Check", "March 2024")
+kpis = Card([revenueKpi, convKpi], "sunk", "row", "l", "stretch", "between")
+revenueKpi = Card([revLabel, revValue], "clear")
+revLabel = TextContent("Revenue this month", "small-heavy")
+revValue = TextContent("$142,800", "large-heavy")
+convKpi = Card([convLabel, convValue, convProgress], "clear")
+convLabel = TextContent("Conversion rate", "small-heavy")
+convValue = TextContent("3.6%", "large-heavy")
+convProgress = Progress(3.6, "Visitors to customers")
+trend = AreaChart(["Oct", "Nov", "Dec", "Jan", "Feb", "Mar"], [revSeries], "natural", "Month", "USD")
+revSeries = Series("Revenue", [98400, 104200, 121500, 112900, 128600, 142800])
+topProducts = Table([prodName, prodUnits])
+prodName = Col("Product", ["Aurora Desk Lamp", "Nimbus Wireless Charger", "Vertex Standing Mat"])
+prodUnits = Col("Units sold", [1840, 1610, 1275], "number")
+actions = Buttons([downloadBtn, shareBtn])
+downloadBtn = Button("Download numbers (CSV)", null, "primary")
+shareBtn = Button("Share summary", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..46e564fd9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, kpis, trend, topProducts, actions])
+header = CardHeader("Monthly Sales Check", "March 2024")
+kpis = Card([revenue, conversion], "sunk", "row", "l", "stretch", "between")
+revenue = TextContent("**Revenue this month**\n\n# $184,300", "default")
+conversion = TextContent("**Conversion rate**\n\n# 3.8%", "default")
+trend = LineChart(["Oct", "Nov", "Dec", "Jan", "Feb", "Mar"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [142000, 158500, 176200, 149800, 167400, 184300])
+topProducts = Table([prodName, prodUnits])
+prodName = Col("Product", ["Pro Plan Annual", "Starter Kit", "Team Seat Add-on"])
+prodUnits = Col("Units Sold", [1240, 980, 745], "number")
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download numbers (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..13a84c9d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r3.txt
@@ -0,0 +1,12 @@
+root = Card([header, kpis, trend, topProducts, conv, actions])
+header = CardHeader("Monthly Sales Check", "October 2024")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Revenue this month", "Conversion rate"])
+kpiValue = Col("Value", ["$142,800", "3.6%"])
+trend = LineChart(["May", "Jun", "Jul", "Aug", "Sep", "Oct"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [98400, 105200, 112700, 121300, 133900, 142800])
+topProducts = HorizontalBarChart(["Pro Plan Annual", "Starter Kit", "Add-on Pack"], [unitsSeries], "grouped", "Units sold", "Product")
+unitsSeries = Series("Units sold", [1240, 980, 645])
+conv = Progress(3.6, "Conversion rate (3.6%)")
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download numbers (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..c41243630
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-sales__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, kpis, trend, topProducts, actions])
+header = CardHeader("Monthly Sales Check", "October 2024")
+kpis = Card([revenue, conversion], "sunk", "row", "l", "stretch", "between")
+revenue = Card([revLabel, revValue], "clear")
+revLabel = TextContent("Revenue this month", "small-heavy")
+revValue = Heading("$142,800", "h2")
+conversion = Card([convLabel, convValue, convBar], "clear")
+convLabel = TextContent("Conversion rate", "small-heavy")
+convValue = Heading("3.8%", "h2")
+convBar = Progress(3.8, "Visitors to buyers")
+trend = Card([trendHeader, trendChart], "clear")
+trendHeader = Heading("Revenue over the last 6 months", "h4")
+trendChart = LineChart(["May", "Jun", "Jul", "Aug", "Sep", "Oct"], [revSeries], "natural", "Month", "USD")
+revSeries = Series("Revenue", [98400, 105200, 112700, 121300, 133600, 142800])
+topProducts = Card([topHeader, topTable], "clear")
+topHeader = Heading("Top 3 best-selling products", "h4")
+topTable = Table([prodName, prodUnits])
+prodName = Col("Product", ["Starter Kit", "Pro Bundle", "Refill Pack"])
+prodUnits = Col("Units sold", [1240, 980, 870], "number")
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download numbers (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..577673178
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r1.txt
@@ -0,0 +1,19 @@
+root = Card([header, blockedAlert, missingProgress, updates, postForm])
+header = CardHeader("Async Standup", "Thursday, June 12, 2025")
+blockedAlert = Alert("2 teammates blocked", "Priya is blocked on API keys. Marcus is blocked awaiting design review.", "warning")
+missingProgress = Progress(67, "4 of 6 updates posted — 2 still missing")
+updates = ListBlock([u1, u2, u3, u4], "image")
+u1 = ListItem("Ana Reyes", "Shipped the billing migration, starting on invoice tests today.", ["https://i.pravatar.cc/100?img=5"])
+u2 = ListItem("Priya Nair — BLOCKED", "Wrapping up the auth refactor but blocked on production API keys from ops.", ["https://i.pravatar.cc/100?img=9"])
+u3 = ListItem("Marcus Lee — BLOCKED", "Finished the dashboard layout, blocked awaiting design review before I merge.", ["https://i.pravatar.cc/100?img=12"])
+u4 = ListItem("Jordan Kim", "Reviewing PRs and pairing with QA on the release checklist.", ["https://i.pravatar.cc/100?img=15"])
+postForm = Form("standup-update", formButtons, [doneField, todayField, blockedField])
+doneField = FormControl("What did you do yesterday?", doneInput)
+doneInput = TextArea("yesterday", "Summarize what you completed", 2)
+todayField = FormControl("What will you do today?", todayInput)
+todayInput = TextArea("today", "Your plan for today", 2)
+blockedField = FormControl("Are you blocked?", blockedInput, "Leave empty if nothing is blocking you")
+blockedInput = TextArea("blocked", "Describe any blockers", 2)
+formButtons = Buttons([submitBtn, skipBtn])
+submitBtn = Button("Post update", null, "primary")
+skipBtn = Button("Nothing to report", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..fe36ad242
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r2.txt
@@ -0,0 +1,18 @@
+root = Card([header, dateBadge, missing, blockedAlert, updates, postSection])
+header = CardHeader("Async Standup", "Team check-in")
+dateBadge = Badge("Monday, June 9, 2025", "secondary")
+missing = Progress(66, "4 of 6 updates posted — 2 still missing")
+blockedAlert = Alert("2 teammates blocked", "Priya is waiting on API access; Marco is blocked by the failing CI pipeline.", "warning")
+updates = ListBlock([u1, u2, u3, u4], "image")
+u1 = ListItem("Ana Reyes", "Shipped the onboarding redesign; starting on empty states today.", ["https://i.pravatar.cc/100?img=5"])
+u2 = ListItem("Priya Nair", "BLOCKED — waiting on API access to finish the export feature.", ["https://i.pravatar.cc/100?img=32"])
+u3 = ListItem("Marco Silva", "BLOCKED — CI pipeline keeps failing, debugging the flaky test suite.", ["https://i.pravatar.cc/100?img=12"])
+u4 = ListItem("Dev Patel", "Wrapped up code review, moving to the search indexing task.", ["https://i.pravatar.cc/100?img=15"])
+postSection = Form("standup-update", postButtons, [statusField, blockedField])
+statusField = FormControl("Your update", statusInput, "What did you do, and what's next?")
+statusInput = TextArea("status", "Yesterday I… Today I'll…", 4)
+blockedField = FormControl("Blocked by anything?", blockedInput)
+blockedInput = Input("blocker", "Leave empty if not blocked")
+postButtons = Buttons([submitBtn, skipBtn])
+submitBtn = Button("Post update", null, "primary")
+skipBtn = Button("Skip today", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..991c68e26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, blockedAlert, missingProgress, updates, divider, postForm])
+header = CardHeader("Async Standup", "Thursday, June 12, 2025")
+blockedAlert = Alert("2 teammates blocked", "Priya (waiting on API keys) and Marco (blocked by design review) need help", "warning")
+missingProgress = Progress(62, "5 of 8 updates posted — 3 still missing")
+updates = ListBlock([u1, u2, u3, u4, u5], "image")
+u1 = ListItem("Ava Chen", "Shipped the auth refactor; starting on rate limiting next.", ["https://picsum.photos/seed/ava/80/80"])
+u2 = ListItem("Priya Nair", "BLOCKED: waiting on production API keys before I can test billing.", ["https://picsum.photos/seed/priya/80/80"])
+u3 = ListItem("Marco Diaz", "BLOCKED: dashboard work paused pending design review sign-off.", ["https://picsum.photos/seed/marco/80/80"])
+u4 = ListItem("Lena Fischer", "Wrapped up onboarding docs, reviewing two open PRs today.", ["https://picsum.photos/seed/lena/80/80"])
+u5 = ListItem("Sam Okoro", "Investigating the flaky CI pipeline; expect a fix by EOD.", ["https://picsum.photos/seed/sam/80/80"])
+divider = Separator("horizontal")
+postForm = Form("standup-update", formButtons, [yesterdayField, todayField, blockerField])
+yesterdayField = FormControl("What did you do yesterday?", yInput)
+yInput = TextArea("yesterday", "Finished the migration script...", 2)
+todayField = FormControl("What are you working on today?", tInput)
+tInput = TextArea("today", "Reviewing PRs and starting the export feature...", 2)
+blockerField = FormControl("Any blockers?", bInput, "Leave blank if you're unblocked")
+bInput = Input("blocker", "e.g. waiting on staging access", "text")
+formButtons = Buttons([submitBtn, skipBtn])
+submitBtn = Button("Post update", null, "primary")
+skipBtn = Button("Nothing to report", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..f5a717f7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-standup__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, dateBadge, missing, blockedAlert, updates, postForm])
+header = CardHeader("Async Standup", "Daily team check-in")
+dateBadge = Badge("Monday, June 9, 2025", "secondary")
+missing = Progress(80, "4 of 5 updates posted — 1 still missing")
+blockedAlert = Alert("Blocked teammates", "Priya is blocked on the staging deploy; needs infra access to proceed.", "warning")
+updates = ListBlock([u1, u2, u3, u4, u5], "image")
+u1 = ListItem("Amir — Payments", "Finished refund API; reviewing PRs today. No blockers.", ["https://i.pravatar.cc/80?img=12"])
+u2 = ListItem("Priya — Infra", "🚫 BLOCKED: waiting on staging deploy access. Meanwhile writing runbooks.", ["https://i.pravatar.cc/80?img=32"])
+u3 = ListItem("Lena — Frontend", "Shipped the new standup UI; starting on notifications next.", ["https://i.pravatar.cc/80?img=45"])
+u4 = ListItem("Carlos — Data", "Backfilled analytics tables; validating dashboards. No blockers.", ["https://i.pravatar.cc/80?img=15"])
+u5 = ListItem("Sam — QA", "No update yet posted.", ["https://i.pravatar.cc/80?img=8"])
+postForm = Form("standup-update", formButtons, [yesterdayField, todayField, blockedField])
+yesterdayField = FormControl("What did you do yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Wrapped up the login flow...", 3)
+todayField = FormControl("What will you do today?", todayInput)
+todayInput = TextArea("today", "Start on the settings page...", 3)
+blockedField = FormControl("Anything blocking you?", blockedInput, "Leave blank if you're clear")
+blockedInput = Input("blocked", "e.g. waiting on API keys", "text")
+formButtons = Buttons([submitBtn, skipBtn])
+submitBtn = Button("Post update", null, "primary")
+skipBtn = Button("Skip today", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..50968e613
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r1.txt
@@ -0,0 +1,16 @@
+root = Card([header, thresholdAlert, searchForm, lowStockList, reorderActions])
+header = CardHeader("Low Inventory Warning", "Items at or below reorder threshold")
+thresholdAlert = Alert("Reorder threshold", "Warnings trigger when remaining units fall to 10 or fewer.", "warning")
+searchForm = Form("search-items", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by name or SKU")
+searchInput = Input("query", "e.g. Blue T-Shirt or SKU-1042", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowStockList = ListBlock([item1, item2, item3, item4])
+item1 = ListItem("Blue T-Shirt (SKU-1042)", "3 units remaining", null, "Reorder")
+item2 = ListItem("Wireless Mouse (SKU-2087)", "5 units remaining", null, "Reorder")
+item3 = ListItem("Notebook A5 (SKU-3311)", "8 units remaining", null, "Reorder")
+item4 = ListItem("USB-C Cable (SKU-4590)", "2 units remaining", null, "Reorder")
+reorderActions = Buttons([reorderAll, adjustThreshold], "row")
+reorderAll = Button("Reorder all low items", null, "primary")
+adjustThreshold = Button("Adjust threshold", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..5d3965008
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r2.txt
@@ -0,0 +1,17 @@
+root = Card([header, thresholdAlert, searchForm, lowStockList, reorderActions])
+header = CardHeader("Low Inventory Warning", "Items at or below reorder threshold")
+thresholdAlert = Alert("Reorder threshold: 20 units", "Any item with 20 or fewer units remaining triggers this warning.", "warning")
+searchForm = Form("search-items", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by name or SKU")
+searchInput = Input("query", "e.g. AA batteries or SKU-1042")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowStockList = ListBlock([item1, item2, item3, item4, item5])
+item1 = ListItem("AA Batteries (SKU-1042)", "8 units remaining", null, "Reorder")
+item2 = ListItem("Printer Paper A4 (SKU-2091)", "12 units remaining", null, "Reorder")
+item3 = ListItem("Blue Ink Cartridge (SKU-3310)", "3 units remaining", null, "Reorder")
+item4 = ListItem("USB-C Cables (SKU-4455)", "17 units remaining", null, "Reorder")
+item5 = ListItem("Sticky Notes 3x3 (SKU-5120)", "20 units remaining", null, "Reorder")
+reorderActions = Buttons([reorderAll, exportBtn], "row")
+reorderAll = Button("Reorder all low items", null, "primary")
+exportBtn = Button("Export low-stock report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..4184ef657
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r3.txt
@@ -0,0 +1,17 @@
+root = Card([header, thresholdAlert, searchForm, lowStockList, bulkActions])
+header = CardHeader("Low Inventory Warning", "Items at or below reorder threshold")
+thresholdAlert = Alert("Reorder threshold: 20 units", "Items are flagged when remaining stock falls to 20 units or fewer.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by product name or SKU")
+searchInput = Input("query", "Search products or SKU...", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowStockList = ListBlock([item1, item2, item3, item4, item5])
+item1 = ListItem("Organic Green Tea (SKU-1042)", "Remaining: 4 units", null, "Reorder")
+item2 = ListItem("Ceramic Coffee Mug (SKU-2287)", "Remaining: 9 units", null, "Reorder")
+item3 = ListItem("Stainless Water Bottle (SKU-3391)", "Remaining: 12 units", null, "Reorder")
+item4 = ListItem("Bamboo Cutlery Set (SKU-4478)", "Remaining: 15 units", null, "Reorder")
+item5 = ListItem("Recycled Notebook (SKU-5510)", "Remaining: 18 units", null, "Reorder")
+bulkActions = Buttons([reorderAll, exportBtn])
+reorderAll = Button("Reorder all low items", null, "primary")
+exportBtn = Button("Export list", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..5ecb197ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-stock__r4.txt
@@ -0,0 +1,19 @@
+root = Card([header, thresholdAlert, searchForm, lowStockList, reorderActions])
+header = CardHeader("Low Inventory Warning", "Items below reorder threshold")
+thresholdAlert = Alert("Reorder threshold: 20 units", "Items at or below 20 units in stock trigger this warning", "warning")
+searchForm = Form("search-items", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by product name or SKU")
+searchInput = Input("query", "e.g. Coffee Beans", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+lowStockList = Table([skuCol, nameCol, remainingCol, statusCol])
+skuCol = Col("SKU", ["CB-1001", "MK-2043", "SG-3312", "TB-4420", "NP-5591"])
+nameCol = Col("Item", ["Coffee Beans 1kg", "Milk Cartons", "Sugar 500g", "Tea Bags 100ct", "Napkins Pack"])
+remainingCol = Col("Units Left", [4, 12, 7, 18, 3], "number")
+statusCol = Col("Threshold", [20, 20, 20, 20, 20], "number")
+reorderActions = Buttons([reorderCoffee, reorderMilk, reorderSugar, reorderTea, reorderNapkins], "column")
+reorderCoffee = Button("Reorder Coffee Beans 1kg", null, "primary")
+reorderMilk = Button("Reorder Milk Cartons", null, "secondary")
+reorderSugar = Button("Reorder Sugar 500g", null, "secondary")
+reorderTea = Button("Reorder Tea Bags 100ct", null, "secondary")
+reorderNapkins = Button("Reorder Napkins Pack", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r1.txt
new file mode 100644
index 000000000..4d20aebb1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r1.txt
@@ -0,0 +1,18 @@
+root = Card([header, kpis, filterActions, recent, actions])
+header = CardHeader("Support Queue", "Morning overview")
+kpis = Card([openKpi, respKpi], "sunk", "row", "l", "stretch", "between")
+openKpi = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small")
+openValue = TextContent("**37**", "large-heavy")
+respKpi = Card([respLabel, respValue], "clear", "column", "xs")
+respLabel = TextContent("Avg first response", "small")
+respValue = TextContent("**1h 24m**", "large-heavy")
+filterActions = Buttons([highPriorityBtn, allBtn])
+highPriorityBtn = Button("Show high priority only", null, "secondary")
+allBtn = Button("Show all", null, "tertiary")
+recent = Table([ticketCol, subjectCol, priorityCol])
+ticketCol = Col("Ticket", ["#4821", "#4820", "#4818", "#4815", "#4812"])
+subjectCol = Col("Subject", ["Login fails on SSO", "Refund not processed", "App crashes on export", "Slow dashboard load", "Cannot reset password"])
+priorityCol = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+actions = Buttons([newTicketBtn])
+newTicketBtn = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r2.txt
new file mode 100644
index 000000000..5474f1b58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r2.txt
@@ -0,0 +1,16 @@
+root = Card([header, kpis, tickets, actions])
+header = CardHeader("Support Queue", "Morning overview")
+kpis = Card([openKpi, respKpi], "sunk", "row", "l")
+openKpi = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small")
+openValue = Heading("47", "h2")
+respKpi = Card([respLabel, respValue], "clear", "column", "xs")
+respLabel = TextContent("Avg first-response time", "small")
+respValue = Heading("1h 24m", "h2")
+tickets = Table([idCol, subjectCol, priorityCol])
+idCol = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+subjectCol = Col("Subject", ["Login fails after reset", "Invoice not received", "API rate limit errors", "Feature request: dark mode", "Payment declined twice"])
+priorityCol = Col("Priority", ["High", "Medium", "High", "Low", "High"])
+actions = Buttons([filterBtn, newBtn])
+filterBtn = Button("Show high-priority only", null, "secondary")
+newBtn = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r3.txt
new file mode 100644
index 000000000..483baab1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r3.txt
@@ -0,0 +1,13 @@
+root = Card([header, kpis, recentHeader, recent, actions])
+header = CardHeader("Support Morning View", "Queue status at a glance")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Open tickets", "Avg first response"])
+kpiValue = Col("Value", ["47", "1h 12m"])
+recentHeader = Heading("Five most recent tickets", "h3")
+recent = Table([tId, tSubject, tPriority])
+tId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+tSubject = Col("Subject", ["Login loop on SSO", "Invoice PDF blank", "API 500 on export", "Slow dashboard load", "Password reset email missing"])
+tPriority = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+actions = Buttons([filterHigh, newTicket])
+filterHigh = Button("Show high-priority only", null, "secondary")
+newTicket = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r4.txt
new file mode 100644
index 000000000..c2de32830
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b2-support__r4.txt
@@ -0,0 +1,19 @@
+root = Card([header, kpis, recentHeader, recent, controls])
+header = CardHeader("Support Overview", "Good morning — here's your queue")
+kpis = Card([openCard, respCard], "clear", "row", "m")
+openCard = Card([openLabel, openValue], "sunk", "column", "xs")
+openLabel = TextContent("Open tickets", "small")
+openValue = TextContent("**37**", "large-heavy")
+respCard = Card([respLabel, respValue], "sunk", "column", "xs")
+respLabel = TextContent("Avg. first response", "small")
+respValue = TextContent("**1h 24m**", "large-heavy")
+recentHeader = Heading("Most recent tickets", "h3")
+recent = ListBlock([t1, t2, t3, t4, t5])
+t1 = ListItem("#4821 — Login loop after 2FA", "Urgent · 8 min ago")
+t2 = ListItem("#4820 — Invoice PDF not generating", "High · 21 min ago")
+t3 = ListItem("#4819 — Dark mode contrast issue", "Low · 43 min ago")
+t4 = ListItem("#4818 — API rate limit unclear", "Medium · 1h ago")
+t5 = ListItem("#4817 — Export stuck at 90%", "High · 1h 30m ago")
+controls = Buttons([filterBtn, newBtn])
+filterBtn = Button("Show high priority only", null, "secondary")
+newBtn = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..cb4a94d50
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r1.txt
@@ -0,0 +1,40 @@
+root = Card([header, nextUp, stats, appts, rooms, checkin, daynav])
+header = CardHeader("Front Desk — Today", "Tuesday, June 10")
+
+nextUp = Alert("Next patient: Maria Delgado", "9:30 AM · Room 2 · Dr. Okafor", "info")
+
+stats = Card([expected, noshow], "sunk", "row", "l")
+expected = Card([expectedLabel, expectedVal])
+expectedLabel = TextContent("Patients expected today", "small")
+expectedVal = Heading("24", "h2")
+noshow = Card([noshowLabel, noshowBar])
+noshowLabel = TextContent("No-show rate this month", "small")
+noshowBar = Progress(8, "8% no-shows")
+
+appts = Table([apptTime, apptPatient, apptProvider, apptStatus])
+apptTime = Col("Time", ["9:00 AM", "9:30 AM", "10:15 AM", "11:00 AM", "1:30 PM", "2:15 PM"])
+apptPatient = Col("Patient", ["James Cole", "Maria Delgado", "Priya Nair", "Ahmed Hassan", "Lena Fischer", "Tom Wright"])
+apptProvider = Col("Provider", ["Dr. Okafor", "Dr. Okafor", "Dr. Lin", "Dr. Lin", "Dr. Okafor", "Dr. Reyes"])
+apptStatus = Col("Status", ["Checked in", "Waiting", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+
+rooms = Card([roomsHeader, roomsTags])
+roomsHeader = TextContent("Rooms free right now", "small-heavy")
+roomsTags = TagBlock(["Room 1", "Room 3", "Room 5"])
+
+checkin = Form("check-in", checkinButtons, [patientField, apptField])
+patientField = FormControl("Patient name", patientInput)
+patientInput = Input("patient", "Search patient…")
+apptField = FormControl("Appointment", apptSelect)
+apptSelect = Select("appt", [optCole, optNair, optHassan, optFischer, optWright], "Select appointment")
+optCole = SelectItem("cole", "9:00 AM · James Cole")
+optNair = SelectItem("nair", "10:15 AM · Priya Nair")
+optHassan = SelectItem("hassan", "11:00 AM · Ahmed Hassan")
+optFischer = SelectItem("fischer", "1:30 PM · Lena Fischer")
+optWright = SelectItem("wright", "2:15 PM · Tom Wright")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check in", null, "primary")
+
+daynav = Buttons([prevDay, todayBtn, nextDay])
+prevDay = Button("← Previous day", null, "secondary")
+todayBtn = Button("Today", null, "tertiary")
+nextDay = Button("Next day →", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..1f16fa065
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r2.txt
@@ -0,0 +1,32 @@
+root = Card([header, nextUp, stats, appts, rooms, checkin, nav])
+header = CardHeader("Front Desk — Today", "Tuesday, June 10")
+nextUp = Callout("info", "Next patient", "Room 2 — Maria Delgado at 10:30 AM")
+stats = Card([expected, noshow], "sunk", "row", "l")
+expected = Card([expectedTitle, expectedNum], "clear")
+expectedTitle = TextContent("Expected patients", "small")
+expectedNum = Heading("24", "h2")
+noshow = Card([noshowTitle, noshowBar], "clear")
+noshowTitle = TextContent("No-show rate this month", "small")
+noshowBar = Progress(9, "9%")
+appts = Table([apTime, apPatient, apRoom, apStatus])
+apTime = Col("Time", ["09:00", "09:30", "10:00", "10:30", "11:00", "11:30"])
+apPatient = Col("Patient", ["James Ford", "Aisha Khan", "Leo Marino", "Maria Delgado", "Ruth Blake", "Omar Nasser"])
+apRoom = Col("Room", ["1", "3", "1", "2", "4", "3"])
+apStatus = Col("Status", ["Done", "Done", "In room", "Next", "Booked", "Booked"])
+rooms = Card([roomsTitle, roomTags], "sunk")
+roomsTitle = TextContent("Rooms free right now", "small-heavy")
+roomTags = TagBlock(["Room 4", "Room 5", "Room 6"])
+checkin = Form("check-in", checkinButtons, [patientField, apptField])
+patientField = FormControl("Patient name", patientInput)
+patientInput = Input("patient", "Search or type a name")
+apptField = FormControl("Appointment", apptSelect)
+apptSelect = Select("appt", [aptOpt1, aptOpt2, aptOpt3], "Select appointment")
+aptOpt1 = SelectItem("1000", "10:00 — Leo Marino")
+aptOpt2 = SelectItem("1030", "10:30 — Maria Delgado")
+aptOpt3 = SelectItem("1100", "11:00 — Ruth Blake")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+nav = Buttons([prevDay, pickDay, nextDay])
+prevDay = Button("Previous day", null, "secondary")
+pickDay = Button("Pick a date", null, "tertiary")
+nextDay = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..f4fe940ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, nextUp, stats, appts, rooms, checkin, nav])
+header = CardHeader("Today at a Glance", "Tuesday, June 18")
+nextUp = Alert("Next patient", "Room 2 — Maria Alvarez, 10:30 AM cleaning", "info")
+stats = Card([expected, noShow], "sunk", "row", "l", "center", "between")
+expected = Card([expectedNum, expectedLabel], "clear", "column", "xs", "center")
+expectedNum = Heading("24", "h2")
+expectedLabel = TextContent("Patients expected today", "small")
+noShow = Card([noShowNum, noShowLabel], "clear", "column", "xs", "center")
+noShowNum = Heading("6.2%", "h2")
+noShowLabel = TextContent("No-show rate this month", "small")
+appts = Table([apptTime, apptPatient, apptStatus])
+apptTime = Col("Time", ["9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM"])
+apptPatient = Col("Patient", ["John Reyes", "Amina Farah", "Carla Diaz", "Maria Alvarez", "Tom Becker", "Priya Nair"])
+apptStatus = Col("Status", ["Checked in", "Checked in", "Waiting", "Next", "Scheduled", "Scheduled"])
+rooms = SectionBlock([roomsSection], true)
+roomsSection = SectionItem("rooms", "Rooms free right now", [roomTags])
+roomTags = TagBlock(["Room 1 — Free", "Room 3 — Free", "Room 5 — Free"])
+checkin = Form("check-in", checkinButtons, [patientField, apptField])
+patientField = FormControl("Patient name", patientInput)
+patientInput = Input("patient", "Search patient")
+apptField = FormControl("Appointment", apptSelect)
+apptSelect = Select("appointment", [opt1, opt2, opt3], "Select appointment")
+opt1 = SelectItem("carla-1000", "Carla Diaz — 10:00 AM")
+opt2 = SelectItem("tom-1100", "Tom Becker — 11:00 AM")
+opt3 = SelectItem("priya-1130", "Priya Nair — 11:30 AM")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+nav = Buttons([prevDay, today, nextDay])
+prevDay = Button("Previous day", null, "secondary")
+today = Button("Today", null, "tertiary")
+nextDay = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..5356c5057
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-clinic__r4.txt
@@ -0,0 +1,37 @@
+root = Card([header, nextPatient, expectedRow, appointments, roomsSection, checkInForm, dayNav])
+
+header = CardHeader("Front Desk — Today", "Tuesday, June 10")
+
+nextPatient = Alert("Next up: Maria Alvarez", "Room 3 · 10:30 AM · Dr. Patel", "info")
+
+expectedRow = Card([expectedProg, noShowProg], "clear", "row", "l")
+expectedProg = Progress(68, "Expected patients: 24 checked-in of 35")
+noShowProg = Progress(9, "No-show rate this month: 9%")
+
+appointments = Table([apptTime, apptPatient, apptProvider, apptStatus])
+apptTime = Col("Time", ["09:00", "09:30", "10:00", "10:30", "11:00", "11:30"])
+apptPatient = Col("Patient", ["James Okafor", "Lena Ruiz", "Tom Becker", "Maria Alvarez", "Priya Shah", "Dan Wolfe"])
+apptProvider = Col("Provider", ["Dr. Kim", "Dr. Kim", "Dr. Patel", "Dr. Patel", "Dr. Nguyen", "Dr. Nguyen"])
+apptStatus = Col("Status", ["Checked in", "Checked in", "No-show", "Next", "Scheduled", "Scheduled"])
+
+roomsSection = Card([roomsHeading, roomTags], "sunk", "column", "s")
+roomsHeading = Heading("Rooms free right now", "h4")
+roomTags = TagBlock(["Room 1", "Room 2", "Room 5"])
+
+checkInForm = Form("check-in", checkInButtons, [patientField, apptField])
+patientField = FormControl("Patient name", patientInput)
+patientInput = Input("patient", "Search patient")
+apptField = FormControl("Appointment", apptSelect)
+apptSelect = Select("appt", [optOkafor, optRuiz, optBecker, optAlvarez], "Select appointment")
+optOkafor = SelectItem("okafor", "09:00 — James Okafor")
+optRuiz = SelectItem("ruiz", "09:30 — Lena Ruiz")
+optBecker = SelectItem("becker", "10:00 — Tom Becker")
+optAlvarez = SelectItem("alvarez", "10:30 — Maria Alvarez")
+checkInButtons = Buttons([checkInBtn, clearBtn])
+checkInBtn = Button("Check in patient", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+
+dayNav = Buttons([prevDay, todayBtn, nextDay])
+prevDay = Button("← Previous day", null, "secondary")
+todayBtn = Button("Today", null, "tertiary")
+nextDay = Button("Next day →", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r1.txt
new file mode 100644
index 000000000..0b8cd2fab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r1.txt
@@ -0,0 +1,48 @@
+root = Card([header, topActions, categoryFilter, drafts, publishedSection, mostRead, readership, comments, scheduleForm])
+header = CardHeader("Content Studio", "Your editorial workspace")
+topActions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+
+categoryFilter = Form("category-filter", filterButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catCulture, catBusiness, catHealth], "All categories")
+catAll = SelectItem("all", "All categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catBusiness = SelectItem("business", "Business")
+catHealth = SelectItem("health", "Health")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply filter", null, "secondary")
+
+drafts = Table([draftTitle, draftAuthor, draftStatus])
+draftTitle = Col("Draft", ["The Rise of Edge AI", "Remote Work in 2025", "Longevity Diets Reviewed", "Startup Funding Winter"])
+draftAuthor = Col("Author", ["M. Chen", "R. Okafor", "S. Patel", "L. Novak"])
+draftStatus = Col("Status", ["In review", "Needs edits", "Draft", "Ready to publish"])
+
+publishedSection = Card([publishedHeader, publishedList], "sunk")
+publishedHeader = Heading("Published this week", "h3")
+publishedList = ListBlock([pub1, pub2, pub3], "number")
+pub1 = ListItem("Quantum Computing Explained", "Technology · Mon")
+pub2 = ListItem("The New Office Etiquette", "Culture · Wed")
+pub3 = ListItem("Interest Rates and You", "Business · Fri")
+
+mostRead = Callout("info", "Most-read this month", "\"The Rise of Edge AI\" — 48,200 reads")
+
+readership = AreaChart(readLabels, [readSeries], "natural", "Day", "Reads")
+readLabels = ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"]
+readSeries = Series("Readers", [3200, 4100, 3800, 5200, 6100, 5800, 7400])
+
+comments = Card([commentsHeader, commentsList], "sunk")
+commentsHeader = Heading("Comments awaiting reply", "h3")
+commentsList = ListBlock([cmt1, cmt2, cmt3])
+cmt1 = ListItem("On \"The Rise of Edge AI\"", "\"Great overview — any latency benchmarks?\"", null, "Reply")
+cmt2 = ListItem("On \"Remote Work in 2025\"", "\"Curious about hybrid team data.\"", null, "Reply")
+cmt3 = ListItem("On \"Interest Rates and You\"", "\"Could you cover mortgages next?\"", null, "Reply")
+
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitle, scheduleDate])
+scheduleTitle = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Piece title")
+scheduleDate = FormControl("Publish date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule piece", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r2.txt
new file mode 100644
index 000000000..ecabf340d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r2.txt
@@ -0,0 +1,59 @@
+root = Card([header, quickActions, categoryFilter, drafts, published, topArticle, readership, scheduleForm, comments, followUps])
+
+header = CardHeader("Content Studio", "Your editorial workspace")
+
+quickActions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+
+categoryFilter = Form("category-filter", filterButtons, [categoryField])
+categoryField = FormControl("Filter by category", categorySelect)
+categorySelect = Select("category", [catAll, catNews, catFeatures, catOpinion, catReviews], "All categories")
+catAll = SelectItem("all", "All categories")
+catNews = SelectItem("news", "News")
+catFeatures = SelectItem("features", "Features")
+catOpinion = SelectItem("opinion", "Opinion")
+catReviews = SelectItem("reviews", "Reviews")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply filter", null, "secondary")
+
+drafts = Table([draftTitle, draftAuthor, draftStatus])
+draftTitle = Col("Draft", ["The Rise of Urban Gardens", "AI in the Newsroom", "Fall Fashion Preview", "City Budget Breakdown"])
+draftAuthor = Col("Author", ["M. Chen", "R. Patel", "L. Gomez", "T. Osei"])
+draftStatus = Col("Status", ["In review", "Editing", "Draft", "Awaiting art"])
+
+published = Card([publishedHeader, publishedList])
+publishedHeader = Heading("Published This Week", "h3")
+publishedList = ListBlock([pub1, pub2, pub3], "number")
+pub1 = ListItem("Election Results Explained", "News · Mon")
+pub2 = ListItem("A Chef's Journey Home", "Features · Wed")
+pub3 = ListItem("Why Transit Matters", "Opinion · Fri")
+
+topArticle = Card([topHeader, topCallout, topProgress])
+topHeader = Heading("Most-Read This Month", "h3")
+topCallout = TextCallout("success", "The Rise of Urban Gardens", "48,200 reads · M. Chen · Features")
+topProgress = Progress(82, "Share of monthly traffic")
+
+readership = Card([readHeader, readChart])
+readHeader = Heading("Readership · Past 30 Days", "h3")
+readChart = LineChart(["Wk1", "Wk2", "Wk3", "Wk4"], [readSeries], "natural", "Week", "Reads")
+readSeries = Series("Reads", [42000, 51000, 47500, 63000])
+
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Enter article title")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule piece", null, "primary")
+
+comments = Card([commentsHeader, commentsList])
+commentsHeader = Heading("Comments Awaiting Reply", "h3")
+commentsList = ListBlock([cm1, cm2, cm3])
+cm1 = ListItem("Jordan K. on 'Election Results Explained'", "Can you clarify the turnout figures?", null, "Reply")
+cm2 = ListItem("Sam R. on 'A Chef's Journey Home'", "Loved this — is there a recipe link?", null, "Reply")
+cm3 = ListItem("Priya M. on 'Why Transit Matters'", "What about rural routes?", null, "Reply")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show all drafts in review")
+fu2 = FollowUpItem("Summarize this week's performance")
+fu3 = FollowUpItem("Draft replies to pending comments")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r3.txt
new file mode 100644
index 000000000..49e1b6867
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r3.txt
@@ -0,0 +1,49 @@
+root = Card([header, actions, topStats, mostRead, trend, categoryFilter, drafts, publishedTable, comments, scheduleForm])
+header = CardHeader("Content Studio", "Your editorial dashboard")
+actions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+
+topStats = Card([publishedStat, commentsStat], "sunk", "row", "l")
+publishedStat = Progress(8, "Published this week: 8 pieces")
+commentsStat = Badge("5 comments awaiting reply", "destructive")
+
+mostRead = Callout("info", "Most-read this month", "\"Designing for Focus: A Field Guide\" — 42,180 reads")
+
+trend = AreaChart(["Day 1", "Day 6", "Day 12", "Day 18", "Day 24", "Day 30"], [readSeries], "natural", "Day", "Readers")
+readSeries = Series("Readers", [1200, 1850, 2600, 2400, 3100, 3800])
+
+categoryFilter = Form("category-filter", filterButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [catAll, catDesign, catEng, catCulture, catNews], "All categories")
+catAll = SelectItem("all", "All categories")
+catDesign = SelectItem("design", "Design")
+catEng = SelectItem("engineering", "Engineering")
+catCulture = SelectItem("culture", "Culture")
+catNews = SelectItem("news", "News")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply filter", null, "secondary")
+
+drafts = ListBlock([draft1, draft2, draft3, draft4], "number")
+draft1 = ListItem("Designing for Focus, Part 2", "In review — Design", null, "Open")
+draft2 = ListItem("The Async Standup Playbook", "Draft — Engineering", null, "Open")
+draft3 = ListItem("Notes on Remote Culture", "Needs edits — Culture", null, "Open")
+draft4 = ListItem("Quarterly Product Roundup", "Ready to publish — News", null, "Open")
+
+publishedTable = Table([pubTitle, pubCat, pubDate])
+pubTitle = Col("Published this week", ["Onboarding, Rethought", "Metrics That Matter", "A Letter to Writers"])
+pubCat = Col("Category", ["Design", "Engineering", "Culture"])
+pubDate = Col("Date", ["Mon", "Wed", "Fri"])
+
+comments = ListBlock([comment1, comment2, comment3], "number")
+comment1 = ListItem("On \"Designing for Focus\"", "Reader asks about accessibility trade-offs", null, "Reply")
+comment2 = ListItem("On \"Metrics That Matter\"", "Debate about vanity metrics", null, "Reply")
+comment3 = ListItem("On \"A Letter to Writers\"", "Request for a follow-up piece", null, "Reply")
+
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Enter the piece title", "text")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn, cancelScheduleBtn])
+scheduleBtn = Button("Schedule piece", null, "primary")
+cancelScheduleBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r4.txt
new file mode 100644
index 000000000..7330c2547
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-content__r4.txt
@@ -0,0 +1,52 @@
+root = Card([header, actions, topStat, categoryFilter, drafts, published, readership, comments, scheduleForm, followUps])
+header = CardHeader("Content Studio", "Editorial dashboard")
+actions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start new draft", null, "primary")
+
+topStat = Callout("success", "Most-read this month", "\"How AI Is Reshaping Newsrooms\" — 48,210 reads")
+
+categoryFilter = Form("category-filter", filterButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catCulture, catPolitics, catBiz], "All categories")
+catAll = SelectItem("all", "All categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catPolitics = SelectItem("politics", "Politics")
+catBiz = SelectItem("business", "Business")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply filter", null, "secondary")
+
+drafts = Table([draftTitle, draftAuthor, draftStatus])
+draftTitle = Col("Draft", ["The Quiet Boom in Local News", "Inside the Creator Economy", "Election Data Explained", "Remote Work, Three Years On"])
+draftAuthor = Col("Author", ["M. Reyes", "J. Okafor", "L. Tanaka", "S. Duval"])
+draftStatus = Col("Status", ["In review", "Needs edit", "Draft", "Ready to publish"])
+
+published = Card([publishedHeader, publishedList], "sunk")
+publishedHeader = Heading("Published this week", "h4")
+publishedList = ListBlock([pub1, pub2, pub3], "number")
+pub1 = ListItem("The Return of the Long Read", "Culture · 5,120 reads")
+pub2 = ListItem("Chips, Chains and Shortages", "Business · 8,940 reads")
+pub3 = ListItem("A Field Guide to Misinformation", "Politics · 6,700 reads")
+
+readership = AreaChart(readLabels, [readSeries], "natural", "Day", "Reads")
+readLabels = ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"]
+readSeries = Series("Readers", [3200, 4100, 3900, 5200, 6100, 7300, 8100])
+
+comments = Card([commentsHeader, commentsList], "sunk")
+commentsHeader = Heading("Comments awaiting reply", "h4")
+commentsList = ListBlock([cm1, cm2, cm3])
+cm1 = ListItem("On \"Inside the Creator Economy\"", "\"Any data on payout splits?\" — 2h ago", null, "Reply")
+cm2 = ListItem("On \"Chips, Chains and Shortages\"", "\"Great piece — source for figure 3?\" — 5h ago", null, "Reply")
+cm3 = ListItem("On \"The Return of the Long Read\"", "\"Disagree on the framing here.\" — 1d ago", null, "Reply")
+
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Working title of the piece")
+scheduleDateField = FormControl("Publish date", scheduleDate)
+scheduleDate = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule piece", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Show drafts needing edits")
+fu2 = FollowUpItem("Which category performed best this month?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..eb81a531b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r1.txt
@@ -0,0 +1,29 @@
+root = Card([header, kpis, warning, stage, contacts, activity, followups, noteForm, actions])
+header = CardHeader("Acme Corporation", "Owner: Jordan Reyes")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Total Deal Value", "Current Stage"])
+kpiValue = Col("Value", ["$248,000", "Negotiation"])
+warning = Alert("Renewal approaching", "Renewal date is Jul 12, 2024 — only 9 days away", "warning")
+stage = Progress(75, "Deal stage: Negotiation (75%)")
+contacts = ListBlock([c1, c2, c3])
+c1 = ListItem("Maria Lopez", "Chief Technology Officer")
+c2 = ListItem("Dev Patel", "VP of Procurement")
+c3 = ListItem("Sara Kim", "Finance Manager")
+activity = SectionBlock([activitySection])
+activitySection = SectionItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([a1, a2, a3, a4], "number")
+a1 = ListItem("Jul 01", "Sent revised proposal with updated pricing")
+a2 = ListItem("Jun 27", "Product demo with technical team")
+a3 = ListItem("Jun 20", "Discovery call to scope requirements")
+a4 = ListItem("Jun 14", "Initial outreach email")
+followups = Table([fuTask, fuDue])
+fuTask = Col("Open Follow-up", ["Send signed MSA", "Schedule security review", "Confirm renewal terms"])
+fuDue = Col("Due Date", ["Jul 05", "Jul 08", "Jul 10"])
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput)
+noteInput = TextArea("note", "Add context about this account...", 4)
+noteButtons = Buttons([saveNote])
+saveNote = Button("Save note", null, "primary")
+actions = Buttons([logCall, emailContact])
+logCall = Button("Log a call", null, "secondary")
+emailContact = Button("Email primary contact", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..6505eec9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r2.txt
@@ -0,0 +1,34 @@
+root = Card([header, dealValue, stageProgress, renewalAlert, activitySection, contactsTable, followupsList, noteForm, logCallSection])
+header = CardHeader("Acme Corporation", "Owner: Jordan Reyes")
+dealValue = Callout("info", "Total Deal Value", "$248,500 across all active opportunities")
+stageProgress = Progress(60, "Current Stage: Negotiation")
+renewalAlert = Alert("Renewal Approaching", "Contract renews on Feb 14, 2025 — only 12 days away", "warning")
+activitySection = SectionBlock([activitySection1])
+activitySection1 = SectionItem("activity", "Recent Activity", [activityList])
+activityList = ListBlock([act1, act2, act3, act4], "number")
+act1 = ListItem("Sent proposal", "Feb 1, 2025 · 9:14 AM")
+act2 = ListItem("Discovery call completed", "Jan 28, 2025 · 2:00 PM")
+act3 = ListItem("Emailed pricing sheet", "Jan 24, 2025 · 11:30 AM")
+act4 = ListItem("Initial intro meeting", "Jan 18, 2025 · 3:45 PM")
+contactsTable = Table([contactName, contactRole])
+contactName = Col("Contact", ["Maria Chen", "David Okafor", "Priya Nair", "Tom Becker"])
+contactRole = Col("Role", ["Decision Maker", "Technical Lead", "Procurement", "End User"])
+followupsList = ListBlock([fu1, fu2, fu3], "number")
+fu1 = ListItem("Send revised contract", "Due Feb 5, 2025")
+fu2 = ListItem("Schedule security review", "Due Feb 8, 2025")
+fu3 = ListItem("Confirm renewal terms", "Due Feb 12, 2025")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Add a note", noteArea, "Jot down anything relevant to this account")
+noteArea = TextArea("note", "Type your note here...", 4)
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save note", null, "primary")
+logCallSection = Form("log-call", callButtons, [callOutcomeField, callNotesField])
+callOutcomeField = FormControl("Call outcome", callSelect)
+callSelect = Select("outcome", [outConnected, outVoicemail, outNoAnswer], "Select outcome")
+outConnected = SelectItem("connected", "Connected")
+outVoicemail = SelectItem("voicemail", "Left voicemail")
+outNoAnswer = SelectItem("no_answer", "No answer")
+callNotesField = FormControl("Call notes", callNotesArea)
+callNotesArea = TextArea("call_notes", "Summarize the call...", 3)
+callButtons = Buttons([logCallBtn])
+logCallBtn = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..bae815c9c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, dealValue, stageInfo, renewalAlert, contactsHeader, contacts, activityHeader, activity, followupsHeader, followups, noteHeader, noteForm, logCallHeader, callForm])
+header = CardHeader("Acme Manufacturing Co.", "Owner: Sarah Chen")
+dealValue = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Total Deal Value", "Deal Stage"])
+valueCol = Col("Value", ["$248,000", "Negotiation"])
+stageInfo = Progress(75, "Deal progress: Negotiation")
+renewalAlert = Alert("Renewal approaching", "Contract renews on 2024-07-12 — 18 days away", "warning")
+contactsHeader = Heading("Contacts", "h3")
+contacts = Table([contactName, contactRole])
+contactName = Col("Name", ["David Miller", "Rachel Wong", "Tom Alvarez"])
+contactRole = Col("Role", ["Decision Maker", "Technical Lead", "Procurement"])
+activityHeader = Heading("Recent Activity", "h3")
+activity = ListBlock([act1, act2, act3, act4], "number")
+act1 = ListItem("Sent revised proposal", "2024-06-24")
+act2 = ListItem("Call with David Miller", "2024-06-21")
+act3 = ListItem("Demo delivered to technical team", "2024-06-17")
+act4 = ListItem("Initial discovery meeting", "2024-06-10")
+followupsHeader = Heading("Open Follow-ups", "h3")
+followups = Table([taskCol, dueCol])
+taskCol = Col("Task", ["Send updated pricing", "Confirm legal review", "Schedule renewal call"])
+dueCol = Col("Due Date", ["2024-06-28", "2024-07-01", "2024-07-05"])
+noteHeader = Heading("Jot a Note", "h3")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Quick note about this account")
+noteInput = TextArea("note", "Type your note here...", 3)
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save note", null, "primary")
+logCallHeader = Heading("Log a Call", "h3")
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callOutcomeField, callNotesField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("contact", [cc1, cc2, cc3], "Who did you speak with?")
+cc1 = SelectItem("david", "David Miller")
+cc2 = SelectItem("rachel", "Rachel Wong")
+cc3 = SelectItem("tom", "Tom Alvarez")
+callDateField = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callOutcomeField = FormControl("Outcome", callOutcomeRadio)
+callOutcomeRadio = RadioGroup("outcome", [oc1, oc2, oc3])
+oc1 = RadioItem("Connected", "Spoke with contact", "connected")
+oc2 = RadioItem("Left voicemail", "No answer, left message", "voicemail")
+oc3 = RadioItem("No answer", "Could not reach", "no_answer")
+callNotesField = FormControl("Call notes", callNotesInput)
+callNotesInput = TextArea("call_notes", "Summary of the call...", 3)
+callButtons = Buttons([logCallBtn])
+logCallBtn = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..ad3f493a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-crm__r4.txt
@@ -0,0 +1,30 @@
+root = Card([header, warning, summary, stage, contacts, activity, followups, note, callAction])
+header = CardHeader("Acme Corporation", "Owner: Jordan Reyes")
+warning = Alert("Renewal approaching", "Contract renews on May 12, 2024 — 18 days away", "warning")
+summary = Card([dealValue, dealBadge], "sunk", "row", "l", "center", "between")
+dealValue = TextContent("**Total deal value:** $248,500", "large-heavy")
+dealBadge = Badge("Negotiation", "secondary")
+stage = Steps([s1, s2, s3, s4, s5])
+s1 = StepsItem("Qualified", "Initial fit confirmed")
+s2 = StepsItem("Discovery", "Needs assessed")
+s3 = StepsItem("Proposal", "Pricing delivered")
+s4 = StepsItem("Negotiation", "Current stage — finalizing terms")
+s5 = StepsItem("Closed Won", "Pending signature")
+contacts = Table([cName, cRole])
+cName = Col("Contact", ["Dana Whitfield", "Marcus Lee", "Priya Nair", "Tom Alvarez"])
+cRole = Col("Role", ["Economic Buyer", "Champion", "Technical Evaluator", "Procurement"])
+activity = ListBlock([a1, a2, a3, a4])
+a1 = ListItem("Sent revised proposal", "Apr 22, 2024")
+a2 = ListItem("Call with Marcus Lee", "Apr 18, 2024")
+a3 = ListItem("Demo for technical team", "Apr 11, 2024")
+a4 = ListItem("Discovery call", "Apr 3, 2024")
+followups = Table([fTask, fDue])
+fTask = Col("Open follow-up", ["Send security questionnaire", "Confirm budget with procurement", "Schedule final review"])
+fDue = Col("Due date", ["Apr 26, 2024", "Apr 29, 2024", "May 3, 2024"])
+note = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Add a note", noteInput)
+noteInput = TextArea("note", "Jot a quick note about this account...", 4)
+noteButtons = Buttons([saveNote])
+saveNote = Button("Save note", null, "primary")
+callAction = Buttons([logCall])
+logCall = Button("Log a call", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..57966a198
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r1.txt
@@ -0,0 +1,35 @@
+root = Card([header, monthPicker, kpis, sep1, expenseSection, sep2, txnHeader, txns, actions])
+header = CardHeader("Finance Overview", "Month-end summary — March 2024")
+
+monthPicker = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mJan, mFeb, mMar], "March 2024", null, "2024-03")
+mJan = SelectItem("2024-01", "January 2024")
+mFeb = SelectItem("2024-02", "February 2024")
+mMar = SelectItem("2024-03", "March 2024")
+monthButtons = Buttons([loadBtn])
+loadBtn = Button("Load month", null, "secondary")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Cash on hand", "Monthly burn", "Months of runway"])
+kpiValue = Col("Value", ["$1,240,000", "$168,000", "7.4"])
+
+sep1 = Separator("horizontal")
+
+expenseSection = Card([expenseTitle, expenseChart], "sunk")
+expenseTitle = Heading("Expenses by Category", "h3")
+expenseChart = PieChart(expLabels, expValues, "donut")
+expLabels = ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software", "Other"]
+expValues = [98000, 24000, 18000, 12000, 9000, 7000]
+
+sep2 = Separator("horizontal")
+
+txnHeader = CardHeader("Transactions over $10,000", "March 2024")
+txns = Table([txnDate, txnDesc, txnCat, txnAmt])
+txnDate = Col("Date", ["Mar 03", "Mar 08", "Mar 15", "Mar 22", "Mar 28"])
+txnDesc = Col("Description", ["Payroll run", "AWS invoice", "Series-A legal fees", "Q1 ad campaign", "Office lease"])
+txnCat = Col("Category", ["Payroll", "Cloud & Infra", "Other", "Marketing", "Office & Ops"])
+txnAmt = Col("Amount", ["$98,000", "$21,400", "$15,000", "$14,200", "$11,500"], "number")
+
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download statement (PDF)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..8ee7467b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r2.txt
@@ -0,0 +1,33 @@
+root = Card([header, monthPicker, kpis, expenseSection, txnSection, actions])
+
+header = CardHeader("Finance Overview", "Month-end summary · March 2024")
+
+monthPicker = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View month", monthSelect)
+monthSelect = Select("month", [mMar, mFeb, mJan], "Select a month", null, "2024-03")
+mMar = SelectItem("2024-03", "March 2024")
+mFeb = SelectItem("2024-02", "February 2024")
+mJan = SelectItem("2024-01", "January 2024")
+monthButtons = Buttons([applyBtn])
+applyBtn = Button("Apply", null, "secondary")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Cash on hand", "Monthly burn", "Runway"])
+kpiValue = Col("Value", ["$1,842,000", "$186,500", "9.9 months"])
+
+expenseSection = Card([expenseHeader, expenseChart], "sunk")
+expenseHeader = Heading("Expenses by Category", "h4")
+expenseChart = PieChart(expenseLabels, expenseValues, "donut")
+expenseLabels = ["Payroll", "Infrastructure", "Marketing", "Software", "Office", "Other"]
+expenseValues = [102000, 34500, 21000, 14200, 9300, 5500]
+
+txnSection = Card([txnHeader, txnTable], "sunk")
+txnHeader = Heading("Transactions Above $10,000 — March 2024", "h4")
+txnTable = Table([txnDate, txnDesc, txnCategory, txnAmount])
+txnDate = Col("Date", ["Mar 03", "Mar 08", "Mar 15", "Mar 22", "Mar 28"])
+txnDesc = Col("Description", ["Payroll run", "AWS invoice", "Q1 ad campaign", "Contractor payout", "Annual SaaS renewal"])
+txnCategory = Col("Category", ["Payroll", "Infrastructure", "Marketing", "Payroll", "Software"])
+txnAmount = Col("Amount", ["$102,000", "$28,400", "$21,000", "$16,750", "$12,300"], "number")
+
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download statement (PDF)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..0f3399335
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r3.txt
@@ -0,0 +1,29 @@
+root = Card([header, monthPicker, kpis, expenses, largeTxns, actions])
+header = CardHeader("Finance Overview", "Month-end summary — March 2024")
+
+monthPicker = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mJan, mFeb, mMar, mApr], "Select month", null, "2024-03")
+mJan = SelectItem("2024-01", "January 2024")
+mFeb = SelectItem("2024-02", "February 2024")
+mMar = SelectItem("2024-03", "March 2024")
+mApr = SelectItem("2024-04", "April 2024")
+monthButtons = Buttons([viewBtn])
+viewBtn = Button("View month", null, "primary")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Cash on hand", "Monthly burn", "Months of runway"])
+kpiValue = Col("Value", ["$1,240,000", "$186,000", "6.7 months"])
+
+expenses = PieChart(expLabels, expValues, "donut")
+expLabels = ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software"]
+expValues = [112000, 34000, 21000, 12000, 7000]
+
+largeTxns = Table([txnDate, txnVendor, txnCategory, txnAmount])
+txnDate = Col("Date", ["Mar 03", "Mar 12", "Mar 20", "Mar 28"])
+txnVendor = Col("Vendor", ["ADP Payroll", "AWS", "Series-A Legal", "Ad Agency Q1"])
+txnCategory = Col("Category", ["Payroll", "Cloud & Infra", "Legal", "Marketing"])
+txnAmount = Col("Amount", ["$98,400", "$31,200", "$18,500", "$14,750"], "number")
+
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download statement (PDF)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..8ffe54618
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-finance__r4.txt
@@ -0,0 +1,24 @@
+root = Card([header, monthPicker, kpis, expenseSplit, txnHeader, txnTable, actions])
+header = CardHeader("Finance Overview", "Month-end summary — March 2024")
+monthPicker = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View month", monthSelect)
+monthSelect = Select("month", [mMar, mFeb, mJan], "Select a month", null, "2024-03")
+mMar = SelectItem("2024-03", "March 2024")
+mFeb = SelectItem("2024-02", "February 2024")
+mJan = SelectItem("2024-01", "January 2024")
+monthButtons = Buttons([applyBtn])
+applyBtn = Button("Apply", null, "secondary")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Cash on hand", "Monthly burn", "Months of runway"])
+kpiValue = Col("Value", ["$1,420,000", "$182,000", "7.8 months"])
+expenseSplit = PieChart(expLabels, expValues, "donut")
+expLabels = ["Payroll", "Cloud & Infra", "Marketing", "Office & Ops", "Software"]
+expValues = [98000, 34000, 26000, 14000, 10000]
+txnHeader = Heading("Transactions over $10,000 — March 2024", "h3")
+txnTable = Table([txnDate, txnDesc, txnCat, txnAmt])
+txnDate = Col("Date", ["Mar 03", "Mar 08", "Mar 15", "Mar 22", "Mar 28"])
+txnDesc = Col("Description", ["Payroll run", "AWS invoice", "Series A legal fees", "Ad campaign Q1", "Office lease"])
+txnCat = Col("Category", ["Payroll", "Cloud & Infra", "Software", "Marketing", "Office & Ops"])
+txnAmt = Col("Amount", ["$96,400", "$31,250", "$18,000", "$14,500", "$12,000"], "number")
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download statement (PDF)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..4ed74eec9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r1.txt
@@ -0,0 +1,41 @@
+root = Card([header, refreshNote, alerts, kpis, transitTable, carrierSplit, volumeTrend, searchForm, flagForm])
+header = CardHeader("Logistics Board", "Live shipment operations")
+refreshNote = TextContent("Last refreshed: Feb 12, 2025 · 09:42 AM", "small")
+
+alerts = Alert("2 delayed shipments", "SH-4821 (Chicago→Denver) and SH-4830 (Miami→Atlanta) are past ETA", "warning")
+
+kpis = Card([onTime, avgCost], "sunk", "row", "l")
+onTime = Progress(94, "On-time this month: 94%")
+avgCost = Card([costLabel, costValue], "clear", "column", "xs")
+costLabel = TextContent("Avg cost per shipment", "small")
+costValue = Heading("$1,284", "h3")
+
+transitTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SH-4818", "SH-4821", "SH-4825", "SH-4830", "SH-4833"])
+colOrigin = Col("Origin", ["Seattle", "Chicago", "Dallas", "Miami", "Boston"])
+colDest = Col("Destination", ["Portland", "Denver", "Houston", "Atlanta", "Newark"])
+colEta = Col("ETA", ["Feb 12", "Feb 11", "Feb 13", "Feb 11", "Feb 14"])
+colStatus = Col("Status", ["In transit", "Delayed", "In transit", "Delayed", "In transit"])
+
+carrierSplit = PieChart(["FedEx", "UPS", "DHL", "USPS"], [38, 29, 21, 12], "donut")
+
+volumeTrend = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "grouped", "Week", "Shipments")
+volSeries = Series("Volume", [420, 468, 445, 502, 531, 498, 545, 560])
+
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "e.g. Seattle → Portland")
+routeInput = Input("route", "Origin → Destination")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search routes", null, "primary")
+
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, flagReasonField])
+flagIdField = FormControl("Shipment ID", flagIdInput)
+flagIdInput = Input("shipment_id", "SH-XXXX")
+flagReasonField = FormControl("Reason", flagReasonSelect)
+flagReasonSelect = Select("reason", [rDelay, rDamage, rMissing, rOther], "Select a reason")
+rDelay = SelectItem("delay", "Delay risk")
+rDamage = SelectItem("damage", "Damaged goods")
+rMissing = SelectItem("missing", "Missing package")
+rOther = SelectItem("other", "Other")
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..46a45e00d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r2.txt
@@ -0,0 +1,46 @@
+root = Card([header, refreshNote, delayAlert, kpis, transitTable, carrierSplit, volumeTrend, searchForm, flagForm, footer])
+header = CardHeader("Logistics Board", "Shipments in transit and performance")
+refreshNote = Badge("Last refreshed: today 09:42 AM", "secondary")
+delayAlert = Alert("2 shipments delayed", "SHP-1042 and SHP-1050 are behind ETA — review below", "warning")
+
+kpis = Card([onTime, avgCost], "sunk", "row", "l")
+onTime = Progress(94, "On-time this month: 94%")
+avgCost = Card([avgCostLabel, avgCostValue], "clear", "column", "xs")
+avgCostLabel = TextContent("Avg cost per shipment", "small")
+avgCostValue = Heading("$418", "h2")
+
+transitTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SHP-1037", "SHP-1042", "SHP-1048", "SHP-1050", "SHP-1055"])
+colOrigin = Col("Origin", ["Chicago", "Dallas", "Newark", "Seattle", "Atlanta"])
+colDest = Col("Destination", ["Denver", "Phoenix", "Boston", "Portland", "Miami"])
+colEta = Col("ETA", ["Jun 12", "Jun 11", "Jun 13", "Jun 10", "Jun 14"])
+colStatus = Col("Status", ["On time", "Delayed", "On time", "Delayed", "On time"])
+
+carrierSplit = PieChart(carrierLabels, carrierValues, "donut")
+carrierLabels = ["FastFreight", "RoadRunner", "BlueLine", "CargoX"]
+carrierValues = [42, 28, 18, 12]
+
+volumeTrend = LineChart(weekLabels, [volumeSeries], "natural", "Week", "Shipments")
+weekLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"]
+volumeSeries = Series("Volume", [320, 345, 310, 380, 402, 375, 410, 428])
+
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "e.g. Chicago")
+destField = FormControl("Destination", destInput)
+destInput = Input("destination", "e.g. Denver")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search route", null, "primary")
+
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, flagReasonField])
+flagIdField = FormControl("Shipment ID", flagIdInput)
+flagIdInput = Input("shipment_id", "e.g. SHP-1042")
+flagReasonField = FormControl("Reason", flagReasonSelect)
+flagReasonSelect = Select("reason", [reasonDelay, reasonDamage, reasonMissing], "Select a reason")
+reasonDelay = SelectItem("delay", "Delay risk")
+reasonDamage = SelectItem("damage", "Damaged goods")
+reasonMissing = SelectItem("missing", "Missing items")
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "primary", "destructive")
+
+footer = TextContent("Data auto-refreshes every 15 minutes. Last refreshed today at 09:42 AM.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..5a25b805a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, refreshed, alerts, kpis, transitTable, carrierSplit, weeklyVolume, searchForm, flagForm, footer])
+
+header = CardHeader("Logistics Coordination Board", "Live shipment overview")
+
+refreshed = Badge("Last refreshed: today 09:42 AM", "secondary")
+
+alerts = Alert("2 shipments delayed", "SH-2043 (Chicago → Denver) and SH-2088 (Houston → Phoenix) are behind schedule", "warning")
+
+kpis = Card([onTime, avgCost], "sunk", "row", "l")
+onTime = Progress(93, "On-time this month: 93%")
+avgCost = TextContent("**Avg cost per shipment:** $412", "large-heavy")
+
+transitTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SH-2041", "SH-2043", "SH-2057", "SH-2088", "SH-2094"])
+colOrigin = Col("Origin", ["Seattle", "Chicago", "Atlanta", "Houston", "Boston"])
+colDest = Col("Destination", ["Portland", "Denver", "Miami", "Phoenix", "New York"])
+colEta = Col("ETA", ["Today 4:00 PM", "Tomorrow 11:00 AM", "Today 8:30 PM", "Tomorrow 2:00 PM", "Today 6:15 PM"])
+colStatus = Col("Status", ["On time", "Delayed", "On time", "Delayed", "On time"])
+
+carrierSplit = PieChart(["FastFreight", "PrimeHaul", "RoadRunner", "CargoLink"], [38, 27, 21, 14], "donut")
+
+weeklyVolume = BarChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [volSeries], "grouped", "Week", "Shipments")
+volSeries = Series("Volume", [420, 465, 510, 488, 502, 540, 575, 610])
+
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "e.g. Chicago")
+destField = FormControl("Destination", destInput)
+destInput = Input("destination", "e.g. Denver")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search route", null, "primary")
+
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, reasonField])
+flagIdField = FormControl("Shipment ID", flagIdInput)
+flagIdInput = Input("shipment_id", "e.g. SH-2043")
+reasonField = FormControl("Reason", reasonSelect)
+reasonSelect = Select("reason", [rDelay, rDamage, rMissing, rOther], "Select a reason")
+rDelay = SelectItem("delay", "Delay risk")
+rDamage = SelectItem("damage", "Damaged goods")
+rMissing = SelectItem("missing", "Missing items")
+rOther = SelectItem("other", "Other")
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "secondary", "destructive")
+
+footer = TextContent("Data auto-refreshes every 15 minutes.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..0f2df89af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-freight__r4.txt
@@ -0,0 +1,42 @@
+root = Card([header, refreshInfo, delayedAlert, kpis, shipmentsTable, volumeSection, searchForm, flagForm, followUps])
+header = CardHeader("Logistics Coordinator Board", "In-transit operations overview")
+refreshInfo = TextContent("Last refreshed: today at 09:42 AM", "small")
+delayedAlert = Alert("2 shipments delayed", "SH-1043 (weather hold) and SH-1051 (customs) are behind schedule and need attention.", "warning")
+kpis = Card([onTime, avgCost], "sunk", "row", "l", "stretch", "between")
+onTime = Progress(94, "On-time this month: 94%")
+avgCost = Badge("Avg cost/shipment: $312", "secondary")
+shipmentsTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment", ["SH-1040", "SH-1043", "SH-1047", "SH-1051", "SH-1055"])
+colOrigin = Col("Origin", ["Chicago", "Dallas", "Seattle", "Miami", "Denver"])
+colDest = Col("Destination", ["Atlanta", "New York", "Portland", "Boston", "Phoenix"])
+colEta = Col("ETA", ["Jul 12", "Jul 13", "Jul 12", "Jul 15", "Jul 14"])
+colStatus = Col("Status", ["On time", "Delayed", "On time", "Delayed", "On time"])
+volumeSection = Card([carrierSplit, weeklyVolume], "clear", "column", "l")
+carrierSplit = PieChart(carrierLabels, carrierValues, "donut")
+carrierLabels = ["FedEx", "UPS", "DHL", "USPS", "Regional"]
+carrierValues = [340, 290, 180, 120, 70]
+weeklyVolume = BarChart(weeks, [volSeries], "grouped", "Week", "Shipments")
+weeks = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"]
+volSeries = Series("Volume", [210, 245, 198, 260, 275, 230, 288, 302])
+searchForm = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "e.g. Chicago")
+destField = FormControl("Destination", destInput)
+destInput = Input("destination", "e.g. Atlanta")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search route", null, "primary")
+flagForm = Form("flag-shipment", flagButtons, [flagIdField, flagReasonField])
+flagIdField = FormControl("Shipment ID", flagIdInput)
+flagIdInput = Input("shipment_id", "e.g. SH-1043")
+flagReasonField = FormControl("Reason", flagReasonSelect)
+flagReasonSelect = Select("reason", [reasonWeather, reasonCustoms, reasonDamage, reasonOther], "Select a reason")
+reasonWeather = SelectItem("weather", "Weather hold")
+reasonCustoms = SelectItem("customs", "Customs delay")
+reasonDamage = SelectItem("damage", "Damaged goods")
+reasonOther = SelectItem("other", "Other")
+flagButtons = Buttons([flagBtn])
+flagBtn = Button("Flag shipment", null, "secondary", "destructive")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only delayed shipments")
+fu2 = FollowUpItem("Break down cost by carrier")
+fu3 = FollowUpItem("Export this board as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..754cc2ba0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r1.txt
@@ -0,0 +1,39 @@
+root = Card([header, kpis, openRoles, pipeline, deptSplit, interviews, attrition, actions])
+header = CardHeader("Hiring Overview", "Talent acquisition dashboard")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current Headcount", "Average Time to Hire", "Open Roles"])
+kpiValue = Col("Value", ["842 employees", "34 days", "12 roles"])
+openRoles = Table([roleTitle, roleDept, roleStatus])
+roleTitle = Col("Role", ["Senior Backend Engineer", "Product Designer", "Sales Manager", "Data Analyst", "HR Business Partner"])
+roleDept = Col("Department", ["Engineering", "Design", "Sales", "Analytics", "People"])
+roleStatus = Col("Status", ["Interviewing", "Sourcing", "Offer Out", "Screening", "Sourcing"])
+pipeline = BarChart(["Applied", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [320, 128, 54, 18, 9])
+deptSplit = PieChart(["Engineering", "Sales", "Design", "Analytics", "People", "Operations"], [280, 190, 85, 60, 42, 185], "donut")
+interviews = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri"], [interviewSeries], "natural", "Day", "Interviews")
+interviewSeries = Series("Interviews Scheduled", [6, 9, 12, 7, 4])
+attrition = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Attrition", [11, 9, 14, 8, 10, 7])
+actions = Buttons([newRoleBtn, reportBtn])
+newRoleBtn = DialogBlock("Open New Role", "Create a New Role", "Fill in the details to open a new requisition", [newRoleForm])
+newRoleForm = Form("new-role", formButtons, [titleField, deptField, empField, startField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("title", "e.g. Senior Backend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [dEng, dSales, dDesign, dAnalytics, dPeople, dOps], "Select department")
+dEng = SelectItem("engineering", "Engineering")
+dSales = SelectItem("sales", "Sales")
+dDesign = SelectItem("design", "Design")
+dAnalytics = SelectItem("analytics", "Analytics")
+dPeople = SelectItem("people", "People")
+dOps = SelectItem("operations", "Operations")
+empField = FormControl("Employment type", empRadio)
+empRadio = RadioGroup("emp_type", [empFull, empContract], "full")
+empFull = RadioItem("Full-time", "Permanent position", "full")
+empContract = RadioItem("Contract", "Fixed-term contract", "contract")
+startField = FormControl("Target start date", startDate)
+startDate = DatePicker("start_date", "single")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create Role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+reportBtn = Button("Export Report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..c9bc32cc2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r2.txt
@@ -0,0 +1,38 @@
+root = Card([header, kpis, openRoles, pipeline, headcountSplit, interviews, attrition, actions])
+header = CardHeader("Hiring Overview", "Recruiting snapshot for Q2")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current headcount", "Open roles", "Avg. time to hire"])
+kpiValue = Col("Value", ["842", "17", "34 days"])
+openRoles = Table([roleTitle, roleDept, roleStatus])
+roleTitle = Col("Role", ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Account Executive", "HR Business Partner"])
+roleDept = Col("Department", ["Engineering", "Design", "Data", "Sales", "People"])
+roleStatus = Col("Openings", [3, 1, 2, 4, 1], "number")
+pipeline = BarChart(["Applied", "Screen", "Interview", "Offer", "Hired"], [pipelineSeries], "stacked", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [412, 156, 63, 21, 9])
+headcountSplit = PieChart(["Engineering", "Sales", "Design", "Data", "People", "Ops"], [318, 194, 72, 61, 48, 149], "donut")
+interviews = ListBlock([intMon, intTue, intWed, intThu, intFri])
+intMon = ListItem("Monday", "2 interviews · Backend Engineer, Product Designer")
+intTue = ListItem("Tuesday", "3 interviews · Data Analyst, Account Executive")
+intWed = ListItem("Wednesday", "1 interview · HR Business Partner")
+intThu = ListItem("Thursday", "4 interviews · Backend Engineer panel")
+intFri = ListItem("Friday", "2 interviews · Account Executive")
+attrition = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Attrition %")
+attritionSeries = Series("Attrition", [1.4, 1.1, 1.6, 1.3, 0.9, 1.2])
+actions = Buttons([openRoleBtn])
+openRoleBtn = DialogBlock("Open a new role", "Create a new role", "Define the role details to add it to the pipeline", [newRoleForm])
+newRoleForm = Form("new-role", formButtons, [titleField, deptField, countField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("title", "e.g. Senior Backend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptSales, deptDesign, deptData, deptPeople, deptOps], "Choose a department")
+deptEng = SelectItem("engineering", "Engineering")
+deptSales = SelectItem("sales", "Sales")
+deptDesign = SelectItem("design", "Design")
+deptData = SelectItem("data", "Data")
+deptPeople = SelectItem("people", "People")
+deptOps = SelectItem("ops", "Ops")
+countField = FormControl("Number of openings", countInput)
+countInput = Input("openings", "1", "number")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..98a70702f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r3.txt
@@ -0,0 +1,44 @@
+root = Card([header, kpis, openRoles, pipeline, deptSplit, interviews, attrition, actions])
+header = CardHeader("Hiring Overview", "Recruiting snapshot for this quarter")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current Headcount", "Open Roles", "Avg. Time to Hire"])
+kpiValue = Col("Value", ["482", "17", "34 days"])
+
+openRoles = SectionBlock([openRolesSection], true)
+openRolesSection = SectionItem("open-roles", "Open Roles by Department", [openRolesTable])
+openRolesTable = Table([roleTitle, roleDept, roleStatus])
+roleTitle = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "HR Business Partner"])
+roleDept = Col("Department", ["Engineering", "Design", "Sales", "Data", "People"])
+roleStatus = Col("Status", ["Interviewing", "Sourcing", "Interviewing", "Offer", "Sourcing"])
+
+pipeline = HorizontalBarChart(["Applied", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [312, 128, 54, 12, 6])
+
+deptSplit = PieChart(["Engineering", "Sales", "Design", "Data", "People", "Ops"], [186, 112, 48, 40, 36, 60], "donut")
+
+interviews = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri"], [interviewSeries], "natural", "Day", "Interviews")
+interviewSeries = Series("Interviews Scheduled", [4, 7, 6, 9, 5])
+
+attrition = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Attrition", [5, 4, 6, 3, 7, 4])
+
+actions = Buttons([newRoleBtn])
+newRoleBtn = DialogBlock("Open New Role", "Create a New Role", "Fill in the details to post a new opening", [newRoleForm])
+newRoleForm = Form("new-role", formButtons, [titleField, deptField, countField, targetField])
+titleField = FormControl("Role Title", titleInput)
+titleInput = Input("title", "e.g. Senior Backend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptSales, deptDesign, deptData, deptPeople], "Select a department")
+deptEng = SelectItem("engineering", "Engineering")
+deptSales = SelectItem("sales", "Sales")
+deptDesign = SelectItem("design", "Design")
+deptData = SelectItem("data", "Data")
+deptPeople = SelectItem("people", "People")
+countField = FormControl("Number of Openings", countInput)
+countInput = Input("openings", "1", "number")
+targetField = FormControl("Target Start Date", targetDate)
+targetDate = DatePicker("target_date", "single")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create Role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..842eb1729
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-hr__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, kpis, openRoles, pipeline, deptSplit, interviews, attrition, actions])
+header = CardHeader("Hiring Overview", "Recruiting snapshot for the current quarter")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current headcount", "Average time to hire", "Interviews this week"])
+kpiValue = Col("Value", ["482", "27 days", "14"])
+
+openRoles = ListBlock([role1, role2, role3, role4], "number")
+role1 = ListItem("Senior Backend Engineer", "Engineering")
+role2 = ListItem("Product Designer", "Design")
+role3 = ListItem("Account Executive", "Sales")
+role4 = ListItem("People Operations Partner", "HR")
+
+pipeline = BarChart(["Applied", "Screen", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [320, 128, 54, 18, 9])
+
+deptSplit = PieChart(["Engineering", "Sales", "Design", "Marketing", "HR", "Ops"], [186, 92, 48, 61, 34, 61], "donut")
+
+interviews = Table([intCandidate, intRole, intDay])
+intCandidate = Col("Candidate", ["A. Chen", "M. Torres", "R. Patel", "S. Ola", "J. Kim", "L. Rossi"])
+intRole = Col("Role", ["Backend Eng", "Product Designer", "Account Exec", "Backend Eng", "People Ops", "Account Exec"])
+intDay = Col("Day", ["Mon", "Tue", "Tue", "Wed", "Thu", "Fri"])
+
+attrition = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Attrition %")
+attritionSeries = Series("Attrition rate", [1.8, 2.1, 1.6, 2.4, 2.0, 1.5])
+
+actions = Buttons([newRoleBtn])
+newRoleBtn = DialogBlock("Open new role", "Create a new role", "Provide the details for the position you want to open", [newRoleForm])
+newRoleForm = Form("new-role", formButtons, [titleField, deptField, countField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("title", "e.g. Senior Backend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptSales, deptDesign, deptMkt, deptHR, deptOps], "Select a department")
+deptEng = SelectItem("engineering", "Engineering")
+deptSales = SelectItem("sales", "Sales")
+deptDesign = SelectItem("design", "Design")
+deptMkt = SelectItem("marketing", "Marketing")
+deptHR = SelectItem("hr", "HR")
+deptOps = SelectItem("ops", "Ops")
+countField = FormControl("Openings", countInput)
+countInput = Input("openings", "1", "number")
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create role", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..0f40255ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r1.txt
@@ -0,0 +1,40 @@
+root = Card([header, filter, kpis, engagement, enrollment, atRisk, messageAction])
+header = CardHeader("Learning Analytics", "Platform performance overview")
+
+filter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow analytics to one cohort")
+cohortSelect = Select("cohort", [cohortAll, cohortA, cohortB, cohortC], "All cohorts")
+cohortAll = SelectItem("all", "All cohorts")
+cohortA = SelectItem("2024-spring", "Spring 2024")
+cohortB = SelectItem("2024-summer", "Summer 2024")
+cohortC = SelectItem("2024-fall", "Fall 2024")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["1,284", "72%", "84.6%"])
+
+engagement = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [engSeries], "natural", "Week", "Active learners")
+engSeries = Series("Engagement", [980, 1040, 1005, 1120, 1180, 1150, 1230, 1284])
+
+enrollment = HorizontalBarChart(["Intro to Python", "Data Science 101", "UX Fundamentals", "Cloud Basics", "Agile Teams"], [enrollSeries], "grouped", "Enrollments", "Course")
+enrollSeries = Series("Enrollment", [842, 731, 605, 498, 377])
+
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Jordan Lee", "No activity in 12 days · 18% complete", null, "Reach out")
+risk2 = ListItem("Priya Nair", "3 missed quizzes · quiz avg 41%", null, "Reach out")
+risk3 = ListItem("Marcus Diaz", "No login in 9 days · 22% complete", null, "Reach out")
+risk4 = ListItem("Sofia Rossi", "Stalled on module 2 · 15% complete", null, "Reach out")
+
+messageAction = DialogBlock("Message a cohort", "Send a message", "Compose a message to send to an entire cohort", [messageForm], "default")
+messageForm = Form("cohort-message", messageButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Cohort", msgCohortSelect)
+msgCohortSelect = Select("target_cohort", [cohortA, cohortB, cohortC], "Select cohort")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "Weekly check-in")
+msgBodyField = FormControl("Message", msgBodyInput)
+msgBodyInput = TextArea("body", "Write your message to the cohort...", 4)
+messageButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..54f4e6269
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r2.txt
@@ -0,0 +1,45 @@
+root = Card([header, cohortFilter, kpis, enrollRank, engagement, atRisk, messageForm])
+
+header = CardHeader("Learning Analytics", "Weekly performance overview")
+
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all metrics to one cohort")
+cohortSelect = Select("cohort", [cohortAll, cohortA, cohortB, cohortC], "All cohorts")
+cohortAll = SelectItem("all", "All cohorts")
+cohortA = SelectItem("spring-2024", "Spring 2024")
+cohortB = SelectItem("summer-2024", "Summer 2024")
+cohortC = SelectItem("fall-2024", "Fall 2024")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary")
+
+kpis = Card([kpiTable, completionProgress], "sunk", "column", "m")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Active learners this week", "Average quiz score"])
+kpiValue = Col("Value", ["1,842", "78%"])
+completionProgress = Progress(64, "Course completion rate")
+
+enrollRank = HorizontalBarChart(["Intro to Python", "Data Analysis 101", "UX Foundations", "Cloud Basics", "Machine Learning"], [enrollSeries], "grouped", "Enrollments", "Course")
+enrollSeries = Series("Enrollments", [980, 742, 615, 430, 388])
+
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [engSeries], "natural", "Week", "Active learners")
+engSeries = Series("Engagement", [1420, 1510, 1490, 1605, 1580, 1712, 1755, 1842])
+
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Jordan Reyes", "Last active 12 days ago · 18% complete", null, "Message")
+risk2 = ListItem("Amara Okafor", "Last active 9 days ago · 24% complete", null, "Message")
+risk3 = ListItem("Liam Chen", "3 missed quizzes · 31% complete", null, "Message")
+risk4 = ListItem("Sofia Marino", "Last active 15 days ago · 9% complete", null, "Message")
+
+messageForm = Form("message-cohort", messageButtons, [targetField, subjectField, bodyField])
+targetField = FormControl("Send to cohort", targetSelect)
+targetSelect = Select("target", [tgtAll, tgtRisk, tgtA], "Choose recipients")
+tgtAll = SelectItem("all", "All learners")
+tgtRisk = SelectItem("at-risk", "At-risk learners")
+tgtA = SelectItem("spring-2024", "Spring 2024 cohort")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Check in on your progress")
+bodyField = FormControl("Message", bodyArea)
+bodyArea = TextArea("body", "Write your message to the cohort...", 4)
+messageButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..3ef6c044a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, cohortFilter, kpis, engagement, enrollment, atRisk, messageAction])
+
+header = CardHeader("Learning Analytics", "Cohort performance and engagement")
+
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all metrics to one cohort")
+cohortSelect = Select("cohort", [cohortAll, cohortA, cohortB, cohortC], "Select a cohort")
+cohortAll = SelectItem("all", "All cohorts")
+cohortA = SelectItem("spring25", "Spring 2025")
+cohortB = SelectItem("winter25", "Winter 2025")
+cohortC = SelectItem("fall24", "Fall 2024")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary")
+
+kpis = Card([kpiTable, completionProgress, quizProgress], "sunk", "column", "m")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Active learners this week"])
+kpiValue = Col("Value", ["1,284"])
+completionProgress = Progress(68, "Course completion rate")
+quizProgress = Progress(81, "Average quiz score")
+
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [engSeries], "natural", "Week", "Active learners")
+engSeries = Series("Weekly active learners", [910, 985, 1040, 1105, 1160, 1198, 1240, 1284])
+
+enrollment = HorizontalBarChart(["Intro to Python", "Data Fundamentals", "UX Design Basics", "Cloud Essentials", "Machine Learning 101"], [enrollSeries], "grouped", "Enrollments", "Course")
+enrollSeries = Series("Enrollments", [842, 731, 605, 498, 377])
+
+atRisk = ListBlock([risk1, risk2, risk3, risk4], "number")
+risk1 = ListItem("Jordan Mills", "No activity in 12 days · 20% complete", null, "Reach out")
+risk2 = ListItem("Priya Nair", "Failed 2 recent quizzes · 35% complete", null, "Reach out")
+risk3 = ListItem("Marcus Webb", "No login in 9 days · 15% complete", null, "Reach out")
+risk4 = ListItem("Sofia Alvarez", "Behind schedule · 28% complete", null, "Reach out")
+
+messageAction = DialogBlock("Message a cohort", "Send message to cohort", "Compose a message to all learners in the selected cohort", [messageForm], "default")
+messageForm = Form("message-cohort", messageButtons, [msgCohortField, msgBodyField])
+msgCohortField = FormControl("Cohort", msgCohortSelect)
+msgCohortSelect = Select("target_cohort", [cohortA2, cohortB2, cohortC2], "Choose a cohort")
+cohortA2 = SelectItem("spring25", "Spring 2025")
+cohortB2 = SelectItem("winter25", "Winter 2025")
+cohortC2 = SelectItem("fall24", "Fall 2024")
+msgBodyField = FormControl("Message", msgBody)
+msgBody = TextArea("body", "Write your message to the cohort...", 4)
+messageButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..64ed4ee3f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-learning__r4.txt
@@ -0,0 +1,42 @@
+root = Card([header, cohortFilter, kpis, engagement, enrollment, atRisk, messageCohort])
+
+header = CardHeader("Learning Analytics", "Cohort performance overview")
+
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all metrics to one cohort")
+cohortSelect = Select("cohort", [cohAll, cohSpring, cohSummer, cohFall], "All cohorts")
+cohAll = SelectItem("all", "All cohorts")
+cohSpring = SelectItem("spring25", "Spring 2025")
+cohSummer = SelectItem("summer25", "Summer 2025")
+cohFall = SelectItem("fall25", "Fall 2025")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["1,284", "72%", "84%"])
+
+engagement = LineChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [engSeries], "natural", "Week", "Active learners")
+engSeries = Series("Engagement", [860, 940, 1010, 1120, 1075, 1180, 1240, 1284])
+
+enrollment = HorizontalBarChart(["Intro to Python", "Data Science 101", "UX Fundamentals", "Cloud Basics", "SQL Mastery"], [enrollSeries], "grouped", "Enrollments", "Course")
+enrollSeries = Series("Enrollments", [1420, 1180, 960, 810, 640])
+
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Jordan Lee", "No activity in 12 days · 20% complete", null, "Reach out")
+risk2 = ListItem("Priya Nair", "3 missed quizzes · 35% complete", null, "Reach out")
+risk3 = ListItem("Marcus Chen", "Low quiz scores · 45% complete", null, "Reach out")
+risk4 = ListItem("Sofia Ramos", "No login in 9 days · 15% complete", null, "Reach out")
+
+messageCohort = Form("message-cohort", messageButtons, [recipientField, messageField])
+recipientField = FormControl("Send to cohort", recipientSelect)
+recipientSelect = Select("recipient", [cohAll2, cohSpring2, cohSummer2, cohFall2], "Choose a cohort")
+cohAll2 = SelectItem("all", "All cohorts")
+cohSpring2 = SelectItem("spring25", "Spring 2025")
+cohSummer2 = SelectItem("summer25", "Summer 2025")
+cohFall2 = SelectItem("fall25", "Fall 2025")
+messageField = FormControl("Message", messageArea)
+messageArea = TextArea("body", "Write a note to encourage this cohort...", 4)
+messageButtons = Buttons([sendBtn, clearBtn])
+sendBtn = Button("Send message", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..5a50efcbd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r1.txt
@@ -0,0 +1,23 @@
+root = Card([header, callout, kpis, visitorsTrend, subGrowth, sources, campaigns, dateForm, actions])
+header = CardHeader("Marketing Dashboard", "Week of Jun 3 – Jun 9")
+callout = Callout("success", "Top campaign: Summer Launch", "3.8% conversion and $4,200 spend — best ROI of the week")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Visitors (30d)", "Conversion rate", "New subscribers (MTD)"])
+kpiValue = Col("Value", ["148,920", "2.9%", "3,410"])
+visitorsTrend = LineChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [visitorsSeries], "natural", "Day", "Visitors")
+visitorsSeries = Series("Visitors", [3800, 4200, 4650, 5100, 4900, 5400, 5820])
+subGrowth = AreaChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4"], [subSeries], "natural", "Week", "Subscribers")
+subSeries = Series("New subscribers", [640, 820, 950, 1000])
+sources = PieChart(["Organic Search", "Direct", "Social", "Referral", "Email"], [42, 24, 16, 11, 7], "donut")
+campaigns = Table([campName, campSpend, campConv])
+campName = Col("Campaign", ["Summer Launch", "Retargeting Q2", "Brand Awareness", "Newsletter Push"])
+campSpend = Col("Spend", ["$4,200", "$2,850", "$3,600", "$1,150"], "number")
+campConv = Col("Conversion", ["3.8%", "2.6%", "1.4%", "2.1%"], "number")
+dateForm = Form("date-range", dateButtons, [rangeField])
+rangeField = FormControl("Report date range", rangePicker, "Choose start and end dates")
+rangePicker = DatePicker("range", "range")
+dateButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary")
+actions = Buttons([exportBtn, shareBtn])
+exportBtn = Button("Export report (CSV)")
+shareBtn = Button("Share dashboard", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..4cb563a31
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r2.txt
@@ -0,0 +1,34 @@
+root = Card([header, callout, kpis, trafficTrend, subscriberGrowth, sources, campaigns, dateForm, actions])
+header = CardHeader("Marketing Dashboard", "Weekly performance overview")
+callout = TextCallout("success", "Top performer", "Spring Sale is your best campaign this week with a 4.8% conversion rate and lowest cost per acquisition.")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Site visitors (30d)", "Conversion rate", "Subscriber growth (MTD)"])
+kpiValue = Col("Value", ["148,920", "3.6%", "+2,140"])
+
+trafficTrend = LineChart(trafficLabels, [visitorSeries], "natural", "Day", "Visitors")
+trafficLabels = ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"]
+visitorSeries = Series("Visitors", [3820, 4210, 4650, 5120, 4980, 5340, 5610])
+
+subscriberGrowth = AreaChart(subLabels, [subSeries], "natural", "Week", "Subscribers")
+subLabels = ["W1", "W2", "W3", "W4"]
+subSeries = Series("New subscribers", [420, 560, 610, 550])
+
+sources = HorizontalBarChart(sourceLabels, [sourceShare], "grouped", "Share (%)", "Source")
+sourceLabels = ["Organic Search", "Direct", "Paid Social", "Email", "Referral"]
+sourceShare = Series("Traffic share", [38, 24, 18, 12, 8])
+
+campaigns = Table([campName, campSpend, campConv])
+campName = Col("Campaign", ["Spring Sale", "Brand Awareness", "Retargeting", "Newsletter Push"])
+campSpend = Col("Spend", ["$12,400", "$8,900", "$5,300", "$2,100"], "string")
+campConv = Col("Conversion", ["4.8%", "2.1%", "3.9%", "3.2%"], "string")
+
+dateForm = Form("date-range", dateButtons, [rangeField])
+rangeField = FormControl("Report date range", rangePicker, "Choose the window for this report")
+rangePicker = DatePicker("range", "range")
+dateButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary")
+
+actions = Buttons([exportBtn, shareBtn])
+exportBtn = Button("Export report", null, "primary")
+shareBtn = Button("Share with team", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..4a9c38a92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, callout, kpis, traffic, sources, campaigns, subscribers, controls])
+
+header = CardHeader("Marketing Dashboard", "Week of Feb 10 – Feb 16")
+
+callout = TextCallout("success", "Top performer: Spring Launch", "Spring Launch drove the highest ROI this week with a 4.8% conversion rate and $12,400 in attributed revenue.")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Visitors (30d)", "Conversion rate", "Email subscribers"])
+kpiValue = Col("Value", ["148,920", "3.2%", "9,840"])
+
+traffic = AreaChart(trafficDays, [visitorSeries], "natural", "Day", "Visitors")
+trafficDays = ["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"]
+visitorSeries = Series("Visitors", [3800, 4200, 4600, 5100, 4900, 5400, 5800])
+
+sources = PieChart(sourceLabels, sourceValues, "donut")
+sourceLabels = ["Organic Search", "Paid Social", "Direct", "Email", "Referral"]
+sourceValues = [42, 24, 16, 12, 6]
+
+campaigns = Table([campName, campSpend, campConv])
+campName = Col("Campaign", ["Spring Launch", "Retargeting Q1", "Newsletter Promo", "Brand Awareness"])
+campSpend = Col("Spend", ["$12,400", "$8,150", "$4,600", "$6,900"], "string")
+campConv = Col("Conv. Rate", ["4.8%", "3.9%", "2.7%", "1.8%"], "string")
+
+subscribers = LineChart(subWeeks, [subSeries], "natural", "Week", "Subscribers")
+subWeeks = ["Wk 1", "Wk 2", "Wk 3", "Wk 4"]
+subSeries = Series("Email subscribers", [9120, 9380, 9610, 9840])
+
+controls = Card([dateRange, exportBtns], "clear", "column", "m")
+dateRange = Form("date-range", rangeButtons, [rangeField])
+rangeField = FormControl("Date range", rangePicker, "Adjust the reporting window")
+rangePicker = DatePicker("range", "range")
+rangeButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary")
+exportBtns = Buttons([exportCsv, exportPdf])
+exportCsv = Button("Export CSV")
+exportPdf = Button("Export PDF", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..400fb1aa3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-marketing__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, calloutBest, kpis, visitorsTrend, sources, campaigns, subscribers, controls, actions])
+header = CardHeader("Marketing Weekly Dashboard", "Performance snapshot for the last 30 days")
+calloutBest = Callout("success", "Top performer: Spring Launch", "Spring Launch drove the highest ROI at 4.2x with a 5.8% conversion rate this week")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total visitors", "Conversion rate", "New subscribers"])
+kpiValue = Col("Value", ["48,210", "3.4%", "1,240"])
+visitorsTrend = AreaChart(["Day 1", "Day 5", "Day 10", "Day 15", "Day 20", "Day 25", "Day 30"], [visitorsSeries], "natural", "Day", "Visitors")
+visitorsSeries = Series("Visitors", [1210, 1480, 1620, 1390, 1780, 2010, 2240])
+sources = Card([sourcesHeader, sourcesChart])
+sourcesHeader = Heading("Top 5 Traffic Sources", "h3")
+sourcesChart = PieChart(["Organic Search", "Direct", "Paid Social", "Email", "Referral"], [38, 24, 18, 12, 8], "donut")
+campaigns = Card([campaignsHeader, campaignsTable])
+campaignsHeader = Heading("Running Campaigns", "h3")
+campaignsTable = Table([campName, campSpend, campStatus])
+campName = Col("Campaign", ["Spring Launch", "Retargeting Q2", "Brand Awareness", "Newsletter Boost"])
+campSpend = Col("Spend", ["$12,400", "$6,800", "$9,200", "$3,100"], "number")
+campStatus = Col("Status", ["Active", "Active", "Active", "Active"])
+subscribers = Card([subsHeader, subsChart])
+subsHeader = Heading("Email Subscriber Growth (This Month)", "h3")
+subsChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subsSeries], "natural", "Week", "Subscribers")
+subsSeries = Series("New subscribers", [280, 340, 290, 330])
+controls = Form("date-range", rangeButtons, [rangeField])
+rangeField = FormControl("Date range", rangePicker, "Adjust the reporting window")
+rangePicker = DatePicker("range", "range")
+rangeButtons = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "secondary")
+actions = Buttons([exportBtn, shareBtn])
+exportBtn = Button("Export report", null, "primary")
+shareBtn = Button("Share with team", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..3594f7599
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r1.txt
@@ -0,0 +1,38 @@
+root = Card([header, kpis, refund, filters, ordersTable, volumeChart, fulfillForm])
+header = CardHeader("Operations Desk", "Today's order activity")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Orders placed today", "Revenue today", "Average order value"])
+kpiValue = Col("Value", ["342", "$48,920", "$143.04"])
+
+refund = Progress(4.2, "Refund rate this month: 4.2%")
+
+filters = Card([filterForm], "sunk")
+filterForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stFulfilled, stCancelled, stRefunded], "All statuses")
+stAll = SelectItem("all", "All statuses")
+stPending = SelectItem("pending", "Pending")
+stFulfilled = SelectItem("fulfilled", "Fulfilled")
+stCancelled = SelectItem("cancelled", "Cancelled")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by customer", searchInput)
+searchInput = Input("customer", "Customer name")
+filterButtons = Buttons([applyBtn, clearBtn])
+applyBtn = Button("Apply", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#10432", "#10431", "#10430", "#10429", "#10428"])
+colCustomer = Col("Customer", ["Ava Thompson", "Liam Chen", "Noah Patel", "Emma Garcia", "Olivia Nguyen"])
+colTotal = Col("Total", ["$212.50", "$98.00", "$149.99", "$56.40", "$305.20"])
+colStatus = Col("Status", ["Pending", "Fulfilled", "Pending", "Refunded", "Fulfilled"])
+
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Orders", [1840, 2110, 1975, 2394])
+
+fulfillForm = Form("fulfill-order", fulfillButtons, [orderIdField])
+orderIdField = FormControl("Order ID to fulfill", orderIdInput, "Enter an order ID to mark it fulfilled")
+orderIdInput = Input("order_id", "#10432")
+fulfillButtons = Buttons([fulfillBtn])
+fulfillBtn = Button("Mark as fulfilled", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..1fd7a8b33
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, kpis, refund, filters, orders, trend, actions])
+header = CardHeader("Operations Desk", "Live order overview")
+
+kpis = Card([kpiTable], "sunk")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Orders today", "Revenue today", "Avg order value"])
+kpiValue = Col("Value", ["342", "$28,940", "$84.62"])
+
+refund = Progress(3.2, "Refund rate this month: 3.2%")
+
+filters = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stFulfilled, stCancelled, stRefunded], "All statuses")
+stAll = SelectItem("all", "All statuses")
+stPending = SelectItem("pending", "Pending")
+stFulfilled = SelectItem("fulfilled", "Fulfilled")
+stCancelled = SelectItem("cancelled", "Cancelled")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by customer", searchInput)
+searchInput = Input("customer", "Customer name")
+filterButtons = Buttons([applyBtn, clearBtn])
+applyBtn = Button("Apply", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+
+orders = Table([ordId, ordCustomer, ordTotal, ordStatus])
+ordId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+ordCustomer = Col("Customer", ["Maya Chen", "Leo Torres", "Ava Patel", "Noah Kim", "Ivy Rossi"])
+ordTotal = Col("Total", ["$128.40", "$54.20", "$212.99", "$36.75", "$91.10"])
+ordStatus = Col("Status", ["Pending", "Fulfilled", "Pending", "Cancelled", "Fulfilled"])
+
+trend = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Order volume", [1840, 2015, 1972, 2288])
+
+actions = Buttons([fulfillBtn, exportBtn])
+fulfillBtn = Button("Mark order fulfilled", null, "primary")
+exportBtn = Button("Export orders", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..8c5a7db65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r3.txt
@@ -0,0 +1,38 @@
+root = Card([header, kpis, trendSection, filters, ordersHeader, orders, actions])
+
+header = CardHeader("Operations Desk", "Today at a glance")
+
+kpis = Card([kpiTable, refund], "sunk", "column", "m")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Orders today", "Revenue today", "Average order value"])
+kpiValue = Col("Value", ["342", "$48,720", "$142.45"])
+refund = Progress(3.8, "Refund rate this month: 3.8%")
+
+trendSection = Card([trendHeader, volumeChart], "clear", "column", "s")
+trendHeader = Heading("Order Volume — Past 4 Weeks", "h4")
+volumeChart = BarChart(["W1", "W2", "W3", "W4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1820, 1975, 2140, 2394])
+
+filters = Form("order-filters", filterButtons, [searchField, statusField])
+searchField = FormControl("Search by customer", searchInput)
+searchInput = Input("customer", "Type a customer name")
+statusField = FormControl("Filter by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stFulfilled, stRefunded], "All statuses")
+stAll = SelectItem("all", "All")
+stPending = SelectItem("pending", "Pending")
+stFulfilled = SelectItem("fulfilled", "Fulfilled")
+stRefunded = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+
+ordersHeader = Heading("Recent Orders", "h4")
+orders = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["#10432", "#10431", "#10430", "#10429", "#10428"])
+colCustomer = Col("Customer", ["Maria Gomez", "Liam Chen", "Ava Patel", "Noah Kim", "Emma Diaz"])
+colTotal = Col("Total", ["$212.00", "$88.50", "$154.25", "$47.99", "$399.00"], "number")
+colStatus = Col("Status", ["Pending", "Fulfilled", "Pending", "Refunded", "Pending"])
+
+actions = Buttons([fulfillBtn, exportBtn])
+fulfillBtn = Button("Mark order fulfilled", null, "primary")
+exportBtn = Button("Export orders", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..827f1aad5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-orders__r4.txt
@@ -0,0 +1,33 @@
+root = Card([header, kpis, trend, controls, orders, actions])
+header = CardHeader("Operations Desk", "Today's order activity")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Orders Today", "Revenue Today", "Avg Order Value", "Refund Rate (MTD)"])
+kpiValue = Col("Value", ["342", "$48,920", "$143.04", "2.4%"])
+
+trend = BarChart(["W1", "W2", "W3", "W4"], [volSeries], "grouped", "Week", "Orders")
+volSeries = Series("Order Volume", [1980, 2140, 2310, 2405])
+
+controls = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by status", statusSelect)
+statusSelect = Select("status", [stAll, stPending, stShipped, stDelivered, stRefunded], "All statuses")
+stAll = SelectItem("all", "All statuses")
+stPending = SelectItem("pending", "Pending")
+stShipped = SelectItem("shipped", "Shipped")
+stDelivered = SelectItem("delivered", "Delivered")
+stRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search customer", searchInput)
+searchInput = Input("customer", "e.g. Jane Smith", "text")
+filterButtons = Buttons([applyBtn, clearBtn])
+applyBtn = Button("Apply", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+
+orders = Table([ordId, ordCustomer, ordTotal, ordStatus])
+ordId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+ordCustomer = Col("Customer", ["Jane Smith", "Omar Ali", "Lena Kraus", "Tom Reyes", "Priya Nair"])
+ordTotal = Col("Total", ["$142.00", "$89.50", "$310.20", "$56.75", "$204.00"])
+ordStatus = Col("Status", ["Pending", "Shipped", "Delivered", "Pending", "Refunded"])
+
+actions = Buttons([fulfillBtn, refreshBtn])
+fulfillBtn = Button("Mark order fulfilled", null, "primary")
+refreshBtn = Button("Refresh", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r1.txt
new file mode 100644
index 000000000..56324054a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r1.txt
@@ -0,0 +1,39 @@
+root = Card([header, filterRow, uptime, errorRate, resourceTrend, incidents, slowest, alertForm, followUps])
+header = CardHeader("Service Health", "Production overview")
+
+filterRow = Form("region-filter", filterButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow the view to one region")
+regionSelect = Select("region", [regAll, regUsE, regUsW, regEu, regAp], "All regions")
+regAll = SelectItem("all", "All regions")
+regUsE = SelectItem("us-east", "US East")
+regUsW = SelectItem("us-west", "US West")
+regEu = SelectItem("eu-central", "EU Central")
+regAp = SelectItem("ap-south", "AP South")
+filterButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply", null, "secondary")
+
+uptime = Progress(99.94, "Uptime this quarter — 99.94%")
+errorRate = Alert("Error rate: 2.3%", "Current 5-minute error rate is elevated above the 1% baseline", "warning")
+
+resourceTrend = LineChart(["-24h", "-20h", "-16h", "-12h", "-8h", "-4h", "now"], [cpuSeries, memSeries], "natural", "Time", "% used")
+cpuSeries = Series("CPU", [42, 55, 61, 48, 72, 68, 74])
+memSeries = Series("Memory", [58, 60, 63, 65, 70, 71, 76])
+
+incidents = Table([incId, incSummary, incSeverity, incAck])
+incId = Col("Incident", ["INC-4821", "INC-4820", "INC-4817"])
+incSummary = Col("Summary", ["Checkout latency spike", "Auth token refresh failures", "Cache node eviction"])
+incSeverity = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incAck = Col("Action", ["Acknowledge", "Acknowledge", "Acknowledge"], "action")
+
+slowest = HorizontalBarChart(["/api/checkout", "/api/search", "/api/user/orders", "/api/inventory", "/api/recommend"], [latencySeries], "grouped", "p95 latency (ms)", "Endpoint")
+latencySeries = Series("p95 latency", [1240, 980, 870, 640, 590])
+
+alertForm = Form("alert-threshold", alertButtons, [thresholdField])
+thresholdField = FormControl("Error rate alert threshold", thresholdSlider, "Trigger a page when the error rate exceeds this value")
+thresholdSlider = Slider("threshold", "discrete", 0, 10, 0.5, [2], "Threshold %")
+alertButtons = Buttons([saveThresholdBtn])
+saveThresholdBtn = Button("Save threshold", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2])
+fu1 = FollowUpItem("Acknowledge INC-4821")
+fu2 = FollowUpItem("Show logs for /api/checkout")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r2.txt
new file mode 100644
index 000000000..f77bca432
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r2.txt
@@ -0,0 +1,40 @@
+root = Card([header, topRow, region, resourceChart, incidents, slowest, alertForm, ackAction])
+header = CardHeader("Service Health", "Production • on-call view")
+topRow = Card([uptime, errorRate], "clear", "row", "l")
+uptime = Progress(99.94, "Uptime this quarter")
+errorRate = Card([errBadge, errText], "sunk", "column", "xs")
+errBadge = Badge("Error rate: 2.3%", "destructive")
+errText = TextContent("Current 5xx errors across all regions", "small")
+region = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow metrics to one region")
+regionSelect = Select("region", [rAll, rUse, rusw, rEu, rAp], "All regions")
+rAll = SelectItem("all", "All regions")
+rUse = SelectItem("us-east-1", "US East (N. Virginia)")
+rusw = SelectItem("us-west-2", "US West (Oregon)")
+rEu = SelectItem("eu-west-1", "EU West (Ireland)")
+rAp = SelectItem("ap-southeast-1", "AP Southeast (Singapore)")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply filter", null, "primary")
+resourceChart = LineChart(hours, [cpuSeries, memSeries], "natural", "Hour", "% used")
+hours = ["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00"]
+cpuSeries = Series("CPU", [42, 38, 45, 61, 74, 82, 69, 55])
+memSeries = Series("Memory", [58, 57, 60, 64, 71, 76, 73, 68])
+incidents = Table([incId, incSev, incTitle, incStatus])
+incId = Col("Incident", ["INC-4821", "INC-4820", "INC-4817"])
+incSev = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incTitle = Col("Summary", ["Checkout latency spike", "Elevated 5xx on API gateway", "Cache node flapping"])
+incStatus = Col("Status", ["Open", "Open", "Investigating"])
+slowest = HorizontalBarChart(endpoints, [latSeries], "grouped", "Latency (ms)", "Endpoint")
+endpoints = ["POST /checkout", "GET /orders", "POST /payments", "GET /catalog", "GET /user/profile"]
+latSeries = Series("p95 latency", [1840, 1420, 1210, 980, 760])
+alertForm = Form("alert-threshold", alertButtons, [thresholdField, metricField])
+metricField = FormControl("Metric", metricSelect)
+metricSelect = Select("metric", [mErr, mCpu, mLat], "Choose metric")
+mErr = SelectItem("error_rate", "Error rate (%)")
+mCpu = SelectItem("cpu", "CPU usage (%)")
+mLat = SelectItem("latency", "p95 latency (ms)")
+thresholdField = FormControl("Alert threshold", thresholdSlider, "Trigger a page when the metric exceeds this value")
+thresholdSlider = Slider("threshold", "discrete", 0, 100, 5, [80], "Threshold")
+alertButtons = Buttons([saveAlert])
+saveAlert = Button("Save alert", null, "primary")
+ackAction = AlertDialogBlock("Acknowledge incident", "Acknowledge INC-4821?", "You will be paged for further escalations on this SEV-1 incident.", "Acknowledge", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r3.txt
new file mode 100644
index 000000000..099b6d4a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r3.txt
@@ -0,0 +1,47 @@
+root = Card([header, filterForm, statusRow, uptime, resourceChart, incidentsHeader, incidents, ackButtons, endpointsHeader, endpoints, alertForm])
+header = CardHeader("Service Health", "Payments API — production")
+
+filterForm = Form("region-filter", filterButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow metrics to one region")
+regionSelect = Select("region", [regAll, regUsEast, regUsWest, regEu, regApac], "All regions")
+regAll = SelectItem("all", "All regions")
+regUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regEu = SelectItem("eu-west-1", "EU West (Ireland)")
+regApac = SelectItem("ap-southeast-1", "APAC (Singapore)")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary")
+
+statusRow = Card([uptimeBadge, errorAlert], "clear", "row", "m")
+uptimeBadge = Badge("Error rate: 0.42%", "destructive")
+errorAlert = Alert("Elevated error rate", "Current error rate is 0.42% (5xx), above the 0.30% baseline.", "warning")
+
+uptime = Progress(99.98, "Uptime this quarter — 99.98%")
+
+resourceChart = LineChart(hours, [cpuSeries, memSeries], "natural", "Hour", "% used")
+hours = ["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"]
+cpuSeries = Series("CPU %", [38, 42, 55, 71, 68, 60, 64])
+memSeries = Series("Memory %", [61, 63, 66, 72, 74, 70, 73])
+
+incidentsHeader = Heading("Open Incidents", "h3")
+incidents = Table([incId, incTitle, incSeverity, incAge])
+incId = Col("ID", ["INC-4821", "INC-4817", "INC-4809"])
+incTitle = Col("Summary", ["Payment webhook retries failing", "Latency spike on /charge", "Cache node eviction storm"])
+incSeverity = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incAge = Col("Age", ["23m", "1h 40m", "3h 12m"])
+
+ackButtons = Buttons([ackSev1, ackSev2, ackSev3], "row")
+ackSev1 = Button("Acknowledge INC-4821", null, "primary")
+ackSev2 = Button("Acknowledge INC-4817", null, "secondary")
+ackSev3 = Button("Acknowledge INC-4809", null, "secondary")
+
+endpointsHeader = Heading("Slowest Endpoints (p95 latency)", "h3")
+endpoints = HorizontalBarChart(epLabels, [epSeries], "grouped", "ms", "Endpoint")
+epLabels = ["POST /charge", "GET /balance", "POST /refund", "GET /transactions", "POST /payout"]
+epSeries = Series("p95 latency (ms)", [1840, 1210, 980, 760, 540])
+
+alertForm = Form("alert-threshold", alertButtons, [thresholdField])
+thresholdField = FormControl("Error rate alert threshold", thresholdSlider, "Trigger a page when error rate exceeds this value")
+thresholdSlider = Slider("threshold", "discrete", 0, 5, 0.1, [0.5], "% error rate")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r4.txt
new file mode 100644
index 000000000..5270f3dea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b3-server__r4.txt
@@ -0,0 +1,34 @@
+root = Card([header, uptime, errorNow, resourceChart, incidentsHeader, incidents, ackAction, slowHeader, slowEndpoints, filterHeader, regionForm, thresholdHeader, thresholdForm])
+header = CardHeader("Service Health", "payments-api • production")
+uptime = Progress(99.94, "Uptime this quarter")
+errorNow = Alert("Error rate: 2.3%", "Elevated 5xx responses in the last 5 minutes", "warning")
+resourceChart = LineChart(hours, [cpuSeries, memSeries], "natural", "Hour", "% utilization")
+hours = ["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"]
+cpuSeries = Series("CPU", [42, 38, 55, 71, 68, 63, 74])
+memSeries = Series("Memory", [61, 60, 64, 70, 73, 72, 78])
+incidentsHeader = Heading("Open incidents", "h3")
+incidents = Table([incName, incSeverity, incAge])
+incName = Col("Incident", ["Checkout timeouts", "DB replica lag", "Cache eviction spike"])
+incSeverity = Col("Severity", ["SEV1", "SEV2", "SEV3"])
+incAge = Col("Open for", ["22m", "1h 14m", "3h 40m"])
+ackAction = AlertDialogBlock("Acknowledge incident", "Acknowledge SEV1: Checkout timeouts", "You will be paged if this is not resolved within 30 minutes. Confirm you are taking ownership.", "Acknowledge", "Cancel", "destructive")
+slowHeader = Heading("Slowest endpoints (p95)", "h3")
+slowEndpoints = Table([epName, epLatency])
+epName = Col("Endpoint", ["POST /checkout", "GET /orders/:id", "POST /refunds", "GET /cart", "POST /payments"])
+epLatency = Col("Latency", ["1840ms", "1320ms", "1110ms", "870ms", "760ms"])
+filterHeader = Heading("Narrow to region", "h3")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regAll, regUS, regEU, regAP], "All regions")
+regAll = SelectItem("all", "All regions")
+regUS = SelectItem("us-east-1", "US East (N. Virginia)")
+regEU = SelectItem("eu-west-1", "EU West (Ireland)")
+regAP = SelectItem("ap-south-1", "Asia Pacific (Mumbai)")
+regionButtons = Buttons([applyRegionBtn])
+applyRegionBtn = Button("Apply region", null, "secondary")
+thresholdHeader = Heading("Alert threshold", "h3")
+thresholdForm = Form("alert-threshold", thresholdButtons, [errThresholdField])
+errThresholdField = FormControl("Error rate alert (%)", errThresholdSlider, "Trigger a page when error rate exceeds this value")
+errThresholdSlider = Slider("error_threshold", "discrete", 1, 10, 0.5, [3], "Error rate %")
+thresholdButtons = Buttons([saveThresholdBtn])
+saveThresholdBtn = Button("Save threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..4b4e05aaf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r1.txt
@@ -0,0 +1,71 @@
+root = Card([header, hubSelect, kpis, weather, advisory, otpChart, flightsTable, delayed, gateChanges, crews, connections, rebook, followUps])
+
+header = CardHeader("Hub Operations — ATL", "Live status · updated 2 min ago")
+
+hubSelect = DrawerBlock("Switch hub", "Select a hub", "View operations for a different hub", [hubList])
+hubList = ListBlock([hubATL, hubDFW, hubORD, hubDEN], "number")
+hubATL = ListItem("ATL — Atlanta", "Current hub · 892 flights today")
+hubDFW = ListItem("DFW — Dallas/Fort Worth", "768 flights today")
+hubORD = ListItem("ORD — Chicago O'Hare", "654 flights today")
+hubDEN = ListItem("DEN — Denver", "531 flights today")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["On-time performance", "Avg passenger load", "Avg turnaround time", "Cancellations today"])
+kpiValue = Col("Value", ["82%", "87%", "38 min", "14"])
+
+weather = Alert("Weather advisory", "Thunderstorms expected 14:00–17:00. Ground stop possible on north runways.", "warning")
+
+advisory = TagBlock(["Wind shear alert", "Low ceiling", "Runway 27L wet", "De-icing on standby"])
+
+otpChart = AreaChart(["06:00", "08:00", "10:00", "12:00", "14:00", "16:00"], [otpSeries], "natural", "Time", "On-time %")
+otpSeries = Series("On-time %", [94, 90, 86, 83, 81, 82])
+
+flightsTable = Table([fltNum, fltRoute, fltGate, fltStatus])
+fltNum = Col("Flight", ["DL118", "DL422", "DL905", "DL1330", "DL766", "DL284"])
+fltRoute = Col("Route", ["ATL→JFK", "ATL→LAX", "ATL→MIA", "ATL→ORD", "ATL→SEA", "ATL→DFW"])
+fltGate = Col("Gate", ["B14", "A22", "C08", "B31", "E12", "A05"])
+fltStatus = Col("Status", ["On time", "Delayed", "Boarding", "Delayed", "On time", "Cancelled"])
+
+delayed = Callout("warning", "Delayed flights", "DL422 (ATL→LAX) +45m · DL1330 (ATL→ORD) +30m · DL889 (ATL→BOS) +25m")
+
+gateChanges = ListBlock([gc1, gc2, gc3], "number")
+gc1 = ListItem("DL905 — Gate C08", "Moved from C15 · 6 min ago")
+gc2 = ListItem("DL422 — Gate A22", "Moved from A18 · 12 min ago")
+gc3 = ListItem("DL284 — Gate A05", "Moved from A09 · 20 min ago")
+
+crews = Table([crewId, crewRole, crewAvail])
+crewId = Col("Crew", ["C-2201", "C-2188", "C-2350", "C-2412"])
+crewRole = Col("Role", ["Full cockpit + cabin", "Cabin only", "Full cockpit + cabin", "Cabin only"])
+crewAvail = Col("Available", ["Now", "13:30", "Now", "14:15"])
+
+connections = Table([connPax, connFrom, connTo, connMargin])
+connPax = Col("Passengers", ["12", "8", "23", "5"])
+connFrom = Col("Arriving", ["DL422 (LAX)", "DL1330 (ORD)", "DL889 (BOS)", "DL766 (SEA)"])
+connTo = Col("Connecting to", ["DL118 (JFK)", "DL905 (MIA)", "DL284 (DFW)", "DL118 (JFK)"])
+connMargin = Col("Margin", ["-10 min", "-5 min", "8 min", "12 min"])
+
+rebook = DialogBlock("Rebook affected passengers", "Rebook passengers", "Reassign passengers from at-risk connections", [rebookForm], "default")
+rebookForm = Form("rebook", rebookButtons, [paxField, flightField, optionField])
+paxField = FormControl("Affected group", paxSelect)
+paxSelect = Select("group", [pax1, pax2, pax3], "Select connection group")
+pax1 = SelectItem("g1", "DL422→DL118 · 12 pax · -10 min")
+pax2 = SelectItem("g2", "DL1330→DL905 · 8 pax · -5 min")
+pax3 = SelectItem("g3", "DL889→DL284 · 23 pax · 8 min")
+flightField = FormControl("Rebook onto", flightSelect)
+flightSelect = Select("flight", [rf1, rf2, rf3], "Select replacement flight")
+rf1 = SelectItem("f1", "DL602 ATL→JFK · dep 15:20")
+rf2 = SelectItem("f2", "DL778 ATL→MIA · dep 15:45")
+rf3 = SelectItem("f3", "DL910 ATL→DFW · dep 16:10")
+optionField = FormControl("Options", optionChecks)
+optionChecks = CheckBoxGroup("options", [optHotel, optMeal, optNotify])
+optHotel = CheckBoxItem("Hotel voucher", "Issue if overnight", "hotel")
+optMeal = CheckBoxItem("Meal voucher", "Issue for delays over 3h", "meal")
+optNotify = CheckBoxItem("Notify passengers", "Send SMS + email", "notify", true)
+rebookButtons = Buttons([rebookConfirm, rebookCancel])
+rebookConfirm = Button("Confirm rebooking", null, "primary")
+rebookCancel = Button("Cancel", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show all cancellations today")
+fu2 = FollowUpItem("Reassign crew C-2201 to DL422")
+fu3 = FollowUpItem("Forecast on-time performance for tonight")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..26f24a507
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r2.txt
@@ -0,0 +1,68 @@
+root = Card([header, hubSelect, advisory, kpis, otpChart, flightsTable, delayedCallout, gateChanges, crews, connectionsRisk, rebookForm, followUps])
+
+header = CardHeader("DFW Hub Operations", "Live status · updated 14:32 CT")
+
+hubSelect = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubDropdown)
+hubDropdown = Select("hub", [hubDFW, hubORD, hubDEN, hubATL], "Select hub", null, "DFW")
+hubDFW = SelectItem("DFW", "Dallas–Fort Worth")
+hubORD = SelectItem("ORD", "Chicago O'Hare")
+hubDEN = SelectItem("DEN", "Denver")
+hubATL = SelectItem("ATL", "Atlanta")
+hubButtons = Buttons([switchBtn])
+switchBtn = Button("Load hub", null, "primary")
+
+advisory = Alert("Weather advisory", "Thunderstorms and 30kt crosswinds expected 15:00–18:00 CT. Ground delay program in effect.", "warning")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["On-time performance", "Avg passenger load", "Avg turnaround", "Cancellations today"])
+kpiValue = Col("Value", ["82%", "88%", "41 min", "6"])
+
+otpChart = LineChart(["06:00", "08:00", "10:00", "12:00", "14:00"], [otpSeries], "natural", "Time", "On-time %")
+otpSeries = Series("On-time %", [94, 90, 87, 84, 82])
+
+flightsTable = Table([flNum, flRoute, flGate, flStatus])
+flNum = Col("Flight", ["AA118", "AA342", "AA509", "AA771", "AA860", "AA934"])
+flRoute = Col("Route", ["DFW→LAX", "DFW→JFK", "DFW→ORD", "DFW→MIA", "DFW→DEN", "DFW→SEA"])
+flGate = Col("Gate", ["A12", "C21", "D18", "A5", "C34", "B9"])
+flStatus = Col("Status", ["On time", "Delayed", "Boarding", "Delayed", "Cancelled", "On time"])
+
+delayedCallout = TextCallout("warning", "Delayed flights", "AA342 (DFW→JFK) +45m · AA771 (DFW→MIA) +1h20m. Crew and gate impacts under review.")
+
+gateChanges = ListBlock([gc1, gc2, gc3], "number")
+gc1 = ListItem("AA342 → Gate C21", "Moved from C15 · 14:20")
+gc2 = ListItem("AA509 → Gate D18", "Moved from D22 · 14:11")
+gc3 = ListItem("AA118 → Gate A12", "Moved from A8 · 13:55")
+
+crews = ListBlock([crew1, crew2, crew3], "number")
+crew1 = ListItem("Crew 7 — Available", "2 pilots, 4 cabin · rested until 22:00 · Zone A")
+crew2 = ListItem("Crew 12 — Available", "2 pilots, 3 cabin · rested until 20:30 · Zone C")
+crew3 = ListItem("Crew 19 — On standby", "1 pilot, 4 cabin · reserve · Zone B")
+
+connectionsRisk = Table([conFlight, conConn, conArr, conGap])
+conFlight = Col("Inbound", ["AA342", "AA771", "AA342"])
+conConn = Col("Connecting", ["AA509", "AA860", "AA934"])
+conArr = Col("Arr → Dep", ["15:05 → 15:20", "15:40 → 15:55", "15:05 → 15:25"])
+conGap = Col("Gap", ["15m ⚠", "15m ⚠", "20m ⚠"])
+
+rebookForm = Form("rebook", rebookButtons, [pnrField, flightField, optField])
+pnrField = FormControl("Passenger record", pnrInput, "Enter PNR or ticket number")
+pnrInput = Input("pnr", "e.g. 4KZ9QP")
+flightField = FormControl("Affected flight", flightSelect)
+flightSelect = Select("flight", [rbAA342, rbAA771, rbAA860], "Select flight")
+rbAA342 = SelectItem("AA342", "AA342 DFW→JFK (Delayed)")
+rbAA771 = SelectItem("AA771", "AA771 DFW→MIA (Delayed)")
+rbAA860 = SelectItem("AA860", "AA860 DFW→DEN (Cancelled)")
+optField = FormControl("Rebooking option", optRadio)
+optRadio = RadioGroup("option", [optNext, optPartner, optHotel])
+optNext = RadioItem("Next available", "Rebook on next same-route flight", "next")
+optPartner = RadioItem("Partner carrier", "Protect on partner airline", "partner")
+optHotel = RadioItem("Overnight + hotel", "Rebook tomorrow, issue hotel voucher", "hotel")
+rebookButtons = Buttons([rebookBtn, notifyBtn])
+rebookBtn = Button("Rebook passenger", null, "primary")
+notifyBtn = Button("Notify passenger", null, "secondary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show all cancellations today")
+fu2 = FollowUpItem("Which crews can cover AA860?")
+fu3 = FollowUpItem("Detailed weather timeline for DFW")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..ea246f1f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r3.txt
@@ -0,0 +1,63 @@
+root = Card([header, hubSelect, advisory, kpis, otpChart, flightsTable, delayedCallout, gateChanges, crews, connections, rebookAction, footer])
+header = CardHeader("DFW Hub Operations", "Live status — today")
+
+hubSelect = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("View another hub", hubDropdown)
+hubDropdown = Select("hub", [hubDFW, hubORD, hubATL, hubDEN], "Select hub")
+hubDFW = SelectItem("dfw", "DFW — Dallas/Fort Worth")
+hubORD = SelectItem("ord", "ORD — Chicago O'Hare")
+hubATL = SelectItem("atl", "ATL — Atlanta")
+hubDEN = SelectItem("den", "DEN — Denver")
+hubButtons = Buttons([hubGo])
+hubGo = Button("Switch hub", null, "secondary")
+
+advisory = Alert("Weather advisory", "Thunderstorms expected 3–6 PM; ground stops possible on north complex. Reduced arrival rate in effect.", "warning")
+
+kpis = Card([otpKpi, loadKpi, turnKpi, cancelKpi], "sunk", "row", "l")
+otpKpi = Progress(82, "On-time performance today: 82%")
+loadKpi = Progress(88, "Average passenger load today: 88%")
+turnKpi = Progress(64, "Avg turnaround time: 46 min (target 40)")
+cancelKpi = Progress(6, "Cancellations today: 7 flights")
+
+otpChart = LineChart(["6a", "8a", "10a", "12p", "2p", "4p"], [otpSeries], "natural", "Hour", "% on-time")
+otpSeries = Series("On-time %", [94, 91, 88, 85, 83, 82])
+
+flightsTable = Table([fFlight, fRoute, fGate, fStatus])
+fFlight = Col("Flight", ["AA118", "AA402", "AA671", "AA930", "AA255", "AA744"])
+fRoute = Col("Route", ["DFW→LAX", "DFW→JFK", "DFW→MIA", "DFW→ORD", "DFW→DEN", "DFW→SEA"])
+fGate = Col("Gate", ["A21", "C14", "D8", "B33", "A5", "C22"])
+fStatus = Col("Status", ["On time", "Delayed 40m", "Boarding", "Delayed 25m", "Cancelled", "On time"])
+
+delayedCallout = Callout("warning", "Delayed flights", "AA402 DFW→JFK delayed 40m (gate C14). AA930 DFW→ORD delayed 25m (gate B33).")
+
+gateChanges = Card([gateHeader, gateList], "sunk", "column", "s")
+gateHeader = Heading("Recent gate changes", "h4")
+gateList = ListBlock([gc1, gc2, gc3])
+gc1 = ListItem("AA671 DFW→MIA", "Gate D12 → D8 · 4 min ago")
+gc2 = ListItem("AA118 DFW→LAX", "Gate A18 → A21 · 11 min ago")
+gc3 = ListItem("AA255 DFW→DEN", "Gate A9 → A5 · 18 min ago (now cancelled)")
+
+crews = Card([crewHeader, crewTable], "sunk", "column", "s")
+crewHeader = Heading("Crews available for reassignment", "h4")
+crewTable = Table([crCrew, crBase, crReady, crQual])
+crCrew = Col("Crew", ["CRW-88", "CRW-31", "CRW-52"])
+crBase = Col("Base", ["DFW", "DFW", "DFW"])
+crReady = Col("Available", ["Now", "13:20", "14:05"])
+crQual = Col("Qualified", ["A320/737", "737", "A320/737/787"])
+
+connections = Card([connHeader, connTable], "sunk", "column", "s")
+connHeader = Heading("Connections at risk", "h4")
+connTable = Table([cnPax, cnIn, cnOut, cnGap])
+cnPax = Col("Pax", [14, 9, 5])
+cnIn = Col("Inbound", ["AA402→JFK arr 15:10", "AA930→ORD arr 14:50", "AA671→MIA arr 14:20"])
+cnOut = Col("Onward", ["AA771 JFK 15:35", "AA610 ORD 15:05", "AA333 MIA 14:40"])
+cnGap = Col("Connect (min)", [25, 15, 20])
+
+rebookAction = Buttons([rebookBtn, holdBtn])
+rebookBtn = Button("Rebook affected passengers", null, "primary")
+holdBtn = Button("Request short hold on onward flights", null, "secondary")
+
+footer = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show cancellation details for today")
+fu2 = FollowUpItem("Reassign CRW-88 to AA930")
+fu3 = FollowUpItem("View ORD hub operations")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..49fb8fd66
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-airline__r4.txt
@@ -0,0 +1,72 @@
+root = Card([header, hubSwitch, weatherAlert, kpis, otpProgress, delayCallout, flights, gateChanges, crews, connections, rebook, footer])
+
+header = CardHeader("Hub Operations — DEN", "Live status · Denver International")
+
+hubSwitch = Form("hub-switch", hubButtons, [hubField])
+hubField = FormControl("Select hub", hubSelect)
+hubSelect = Select("hub", [hubDEN, hubORD, hubATL, hubDFW], "Choose a hub")
+hubDEN = SelectItem("DEN", "Denver (DEN)")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubDFW = SelectItem("DFW", "Dallas–Fort Worth (DFW)")
+hubButtons = Buttons([switchBtn])
+switchBtn = Button("View hub", null, "secondary")
+
+weatherAlert = Alert("Weather advisory", "Thunderstorms and low visibility expected 14:00–17:00. Ground stops possible on east-facing runways.", "warning")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["On-time performance", "Avg passenger load", "Avg turnaround time", "Cancellations today"])
+kpiValue = Col("Value", ["82%", "88%", "41 min", "4"])
+
+otpProgress = Progress(82, "On-time performance today")
+
+delayCallout = Callout("warning", "5 delayed flights", "UA218, UA1102, UA452, UA1780 and UA903 are delayed 20+ minutes. Two impact downstream connections.")
+
+flights = Table([flNum, flRoute, flGate, flStatus])
+flNum = Col("Flight", ["UA218", "UA1102", "UA452", "UA664", "UA1780", "UA903", "UA330"])
+flRoute = Col("Route", ["DEN→SFO", "DEN→ORD", "DEN→LAX", "DEN→SEA", "DEN→EWR", "DEN→IAH", "DEN→PHX"])
+flGate = Col("Gate", ["B34", "A17", "B52", "C28", "A22", "B44", "C11"])
+flStatus = Col("Status", ["Delayed 35m", "Delayed 25m", "Delayed 40m", "On time", "Delayed 20m", "Delayed 50m", "Boarding"])
+
+gateChanges = ListBlock([gc1, gc2, gc3], "number")
+gc1 = ListItem("UA452 — B18 → B52", "Changed 12:04 · aircraft swap")
+gc2 = ListItem("UA903 — B31 → B44", "Changed 11:47 · late inbound")
+gc3 = ListItem("UA1780 — A10 → A22", "Changed 11:20 · terminal rebalance")
+
+crews = Table([crewId, crewBase, crewAvail, crewNote])
+crewId = Col("Crew", ["CRW-441", "CRW-208", "CRW-559"])
+crewBase = Col("Base", ["DEN", "DEN", "DEN"])
+crewAvail = Col("Available from", ["13:10", "13:45", "14:30"])
+crewNote = Col("Note", ["Within duty limits", "1 pilot short", "Full crew ready"])
+
+connections = Table([conPax, conInbound, conOutbound, conRisk])
+conPax = Col("Pax", ["42", "18", "9", "27"])
+conInbound = Col("Inbound", ["UA218", "UA452", "UA903", "UA1102"])
+conOutbound = Col("Outbound", ["UA664 (SEA)", "UA330 (PHX)", "UA1780 (EWR)", "UA452 (LAX)"])
+conRisk = Col("Risk", ["High", "High", "Critical", "Medium"])
+
+rebook = DialogBlock("Rebook affected passengers", "Rebook passengers", "Reassign passengers from at-risk connections to alternate flights.", [rebookForm], "default")
+rebookForm = Form("rebook", rebookButtons, [rbFlightField, rbCountField, rbTargetField, rbNotifyField])
+rbFlightField = FormControl("Affected connection", rbFlightSelect)
+rbFlightSelect = Select("connection", [rbC1, rbC2, rbC3], "Select connection")
+rbC1 = SelectItem("UA903-1780", "UA903 → UA1780 (EWR) · Critical")
+rbC2 = SelectItem("UA218-664", "UA218 → UA664 (SEA) · High")
+rbC3 = SelectItem("UA452-330", "UA452 → UA330 (PHX) · High")
+rbCountField = FormControl("Passengers to rebook", rbCountInput)
+rbCountInput = Input("count", "9", "number")
+rbTargetField = FormControl("Rebook onto", rbTargetSelect)
+rbTargetSelect = Select("target", [rbT1, rbT2], "Select alternate flight")
+rbT1 = SelectItem("UA2210", "UA2210 DEN→EWR · dep 15:40")
+rbT2 = SelectItem("UA88", "UA88 DEN→EWR · dep 17:05")
+rbNotifyField = FormControl("Notification", rbNotify)
+rbNotify = RadioGroup("notify", [rbN1, rbN2], "sms")
+rbN1 = RadioItem("SMS + app", "Notify passengers immediately", "sms")
+rbN2 = RadioItem("Gate agent only", "Manual notification at gate", "gate")
+rebookButtons = Buttons([rbSubmit, rbCancel])
+rbSubmit = Button("Confirm rebooking", null, "primary")
+rbCancel = Button("Cancel", null, "tertiary")
+
+footer = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show cancellation details for today")
+fu2 = FollowUpItem("Which crews can cover UA903?")
+fu3 = FollowUpItem("Compare turnaround times across hubs")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..3a62bd534
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r1.txt
@@ -0,0 +1,117 @@
+root = Card([header, balances, scoreRow, txnSection, spendSection, billsSection, goalSection, transferSection, controlsSection, followUps])
+
+header = CardHeader("Good morning, Alex", "Your accounts at a glance")
+
+balances = Table([balAccount, balType, balAmount])
+balAccount = Col("Account", ["Everyday Checking", "High-Yield Savings", "Platinum Credit"])
+balType = Col("Type", ["Checking", "Savings", "Credit"])
+balAmount = Col("Balance", ["$4,283.19", "$18,940.02", "-$1,204.55"], "number")
+
+scoreRow = Card([scoreHeader, scoreProgress, scoreBadge], "sunk", "column", "s")
+scoreHeader = Heading("Credit Score", "h4")
+scoreProgress = Progress(742, "742 — Very Good")
+scoreBadge = Badge("Up 12 pts this month", "secondary")
+
+txnSection = Card([txnHeader, txnTable, disputeDialog], "clear", "column", "m")
+txnHeader = Heading("Recent Transactions", "h3")
+txnTable = Table([txnMerchant, txnDate, txnAmount])
+txnMerchant = Col("Merchant", ["Whole Foods Market", "Shell Gas", "Netflix", "Delta Airlines", "Starbucks"])
+txnDate = Col("Date", ["Feb 12", "Feb 11", "Feb 10", "Feb 09", "Feb 09"])
+txnAmount = Col("Amount", ["-$86.42", "-$54.10", "-$15.99", "-$412.00", "-$6.75"], "number")
+
+disputeDialog = DialogBlock("Dispute a transaction", "Dispute Transaction", "Select the transaction and reason for your dispute.", [disputeForm], "outline")
+disputeForm = Form("dispute", disputeButtons, [disputeTxnField, disputeReasonField, disputeNotesField])
+disputeTxnField = FormControl("Transaction", disputeTxnSelect)
+disputeTxnSelect = Select("txn", [dt1, dt2, dt3, dt4, dt5], "Choose a transaction")
+dt1 = SelectItem("wf", "Whole Foods Market -$86.42")
+dt2 = SelectItem("shell", "Shell Gas -$54.10")
+dt3 = SelectItem("netflix", "Netflix -$15.99")
+dt4 = SelectItem("delta", "Delta Airlines -$412.00")
+dt5 = SelectItem("sbux", "Starbucks -$6.75")
+disputeReasonField = FormControl("Reason", disputeReasonRadio)
+disputeReasonRadio = RadioGroup("reason", [dr1, dr2, dr3])
+dr1 = RadioItem("Unauthorized", "I did not make this charge", "unauthorized")
+dr2 = RadioItem("Incorrect amount", "The amount is wrong", "amount")
+dr3 = RadioItem("Duplicate", "I was charged more than once", "duplicate")
+disputeNotesField = FormControl("Details", disputeNotes)
+disputeNotes = TextArea("notes", "Add any details that help us investigate", 3)
+disputeButtons = Buttons([disputeSubmit, disputeCancel])
+disputeSubmit = Button("Submit dispute", null, "primary", "destructive")
+disputeCancel = Button("Cancel", null, "tertiary")
+
+spendSection = Card([spendHeader, spendChart], "clear", "column", "m")
+spendHeader = Heading("Spending This Month", "h3")
+spendChart = PieChart(spendLabels, spendValues, "donut")
+spendLabels = ["Groceries", "Dining", "Transport", "Travel", "Subscriptions", "Utilities"]
+spendValues = [612, 348, 190, 412, 64, 218]
+
+billsSection = Card([billsHeader, billsTable], "clear", "column", "m")
+billsHeader = Heading("Bills Due Soon", "h3")
+billsTable = Table([billName, billDue, billAmount])
+billName = Col("Bill", ["Rent", "Electric", "Internet", "Credit Card Min"])
+billDue = Col("Due", ["Feb 15", "Feb 18", "Feb 20", "Feb 24"])
+billAmount = Col("Amount", ["$1,850.00", "$132.40", "$69.99", "$45.00"], "number")
+
+goalSection = Card([goalHeader, goalProgress, goalNote], "sunk", "column", "s")
+goalHeader = Heading("Vacation Savings Goal", "h4")
+goalProgress = Progress(64, "$3,200 of $5,000")
+goalNote = TextContent("You're on pace to reach your goal by June.", "small")
+
+transferSection = Card([transferHeader, transferForm], "clear", "column", "m")
+transferHeader = Heading("Move Money", "h3")
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField, dateField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from", [accChecking, accSavings, accCredit], "Select source account")
+accChecking = SelectItem("checking", "Everyday Checking — $4,283.19")
+accSavings = SelectItem("savings", "High-Yield Savings — $18,940.02")
+accCredit = SelectItem("credit", "Platinum Credit")
+toField = FormControl("To", toSelect)
+toSelect = Select("to", [accChecking, accSavings, accCredit], "Select destination account")
+amountField = FormControl("Amount", amountInput, "Enter the amount to transfer")
+amountInput = Input("amount", "$0.00", "number")
+dateField = FormControl("Transfer date", transferDate)
+transferDate = DatePicker("date", "single")
+transferButtons = Buttons([transferSubmit, transferCancel])
+transferSubmit = Button("Transfer", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
+
+controlsSection = Card([controlsHeader, controlsRow, alertsSection], "clear", "column", "m")
+controlsHeader = Heading("Card & Account Controls", "h3")
+controlsRow = Buttons([freezeDialog2, statementDrawer])
+freezeDialog2 = Button("placeholder")
+
+freezeDialog = AlertDialogBlock("Freeze credit line", "Freeze Credit Line?", "This will immediately block all new charges on your Platinum Credit line. You can unfreeze it at any time.", "Freeze now", "Keep active", "destructive")
+statementDrawer = DrawerBlock("Pick statement period", "Statement Period", "Choose the billing period to view or download.", [statementForm])
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Period", periodSelect)
+periodSelect = Select("period", [sp1, sp2, sp3, sp4], "Select a statement period")
+sp1 = SelectItem("2024-02", "February 2024")
+sp2 = SelectItem("2024-01", "January 2024")
+sp3 = SelectItem("2023-12", "December 2023")
+sp4 = SelectItem("2023-11", "November 2023")
+statementButtons = Buttons([statementView, statementDownload])
+statementView = Button("View statement", null, "primary")
+statementDownload = Button("Download PDF", null, "secondary")
+
+alertsSection = Card([alertsHeader, alertsForm], "sunk", "column", "s")
+alertsHeader = Heading("Alert Preferences", "h4")
+alertsForm = Form("alerts", alertsButtons, [alertsField])
+alertsField = FormControl("Notify me when", alertsChecks)
+alertsChecks = CheckBoxGroup("alerts", [al1, al2, al3, al4])
+al1 = CheckBoxItem("Large purchases", "Any charge over $200", "large", true)
+al2 = CheckBoxItem("Low balance", "Checking drops below $500", "low", true)
+al3 = CheckBoxItem("Bill due", "A bill is due within 3 days", "bill", true)
+al4 = CheckBoxItem("International charges", "Purchases made abroad", "intl", false)
+alertsButtons = Buttons([alertsSave])
+alertsSave = Button("Save preferences", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show my spending trend over the last 6 months")
+fu2 = FollowUpItem("How can I improve my credit score?")
+fu3 = FollowUpItem("Set up autopay for my bills")
+
+Note: I need to correct the controls row — here is the proper wiring:
+
+root = Card([header, balances, scoreRow, txnSection, spendSection, billsSection, goalSection, transferSection, controlsSectionFixed, followUps])
+controlsSectionFixed = Card([controlsHeader, controlsRowFixed, alertsSection], "clear", "column", "m")
+controlsRowFixed = Buttons([freezeDialog, statementDrawer])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..73a8ec37e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r2.txt
@@ -0,0 +1,76 @@
+root = Card([header, balances, txnSection, spendSection, billsSection, goalSection, scoreSection, transferForm, freezeAction, statementForm, alertsForm, disputeAction])
+
+header = CardHeader("Good afternoon, Alex", "Your accounts at a glance")
+
+balances = Table([acctCol, balCol])
+acctCol = Col("Account", ["Checking", "Savings", "Credit"])
+balCol = Col("Balance", ["$4,382.19", "$18,940.55", "-$1,204.77"])
+
+txnSection = ListBlock([txn1, txn2, txn3, txn4, txn5])
+txn1 = ListItem("Whole Foods Market", "Groceries", null, "-$86.42")
+txn2 = ListItem("Shell Gas Station", "Fuel", null, "-$52.10")
+txn3 = ListItem("Netflix", "Subscription", null, "-$15.49")
+txn4 = ListItem("Paycheck - Acme Inc", "Direct deposit", null, "+$3,120.00")
+txn5 = ListItem("Blue Bottle Coffee", "Dining", null, "-$9.75")
+
+spendSection = PieChart(spendLabels, spendValues, "donut")
+spendLabels = ["Groceries", "Dining", "Transport", "Subscriptions", "Shopping", "Utilities"]
+spendValues = [640, 315, 190, 85, 420, 230]
+
+billsSection = Table([billName, billDue, billAmount])
+billName = Col("Bill", ["Rent", "Electric", "Internet", "Credit Card"])
+billDue = Col("Due", ["Jun 1", "Jun 5", "Jun 8", "Jun 12"])
+billAmount = Col("Amount", ["$1,850.00", "$94.30", "$65.00", "$300.00"])
+
+goalSection = Card([goalHeader, goalProgress])
+goalHeader = CardHeader("Vacation Fund", "Goal: $6,000")
+goalProgress = Progress(63, "$3,780 saved")
+
+scoreSection = Card([scoreHeader, scoreBadge])
+scoreHeader = CardHeader("Credit Score", "Updated today")
+scoreBadge = Badge("742 - Very Good", "secondary")
+
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from", [fChecking, fSavings], "Select source")
+fChecking = SelectItem("checking", "Checking - $4,382.19")
+fSavings = SelectItem("savings", "Savings - $18,940.55")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to", [tChecking, tSavings, tCredit], "Select destination")
+tChecking = SelectItem("checking", "Checking")
+tSavings = SelectItem("savings", "Savings")
+tCredit = SelectItem("credit", "Credit (pay down)")
+amountField = FormControl("Amount", amountInput, "Enter the amount to move")
+amountInput = Input("amount", "$0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Move money", null, "primary")
+
+freezeAction = AlertDialogBlock("Freeze credit line", "Freeze credit line?", "This blocks all new charges on your credit account until you unfreeze it.", "Freeze now", "Cancel", "destructive")
+
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Statement period", periodPicker, "Choose a date range")
+periodPicker = DatePicker("period", "range")
+statementButtons = Buttons([statementBtn])
+statementBtn = Button("View statement", null, "secondary")
+
+alertsForm = Form("alerts", alertsButtons, [alertTriggers])
+alertTriggers = FormControl("Alert me when", alertChecks)
+alertChecks = CheckBoxGroup("triggers", [alertLarge, alertLow, alertBill, alertDeposit])
+alertLarge = CheckBoxItem("Large purchases", "Any charge over $200", "large", true)
+alertLow = CheckBoxItem("Low balance", "Checking drops below $500", "low", true)
+alertBill = CheckBoxItem("Bill due", "3 days before a bill is due", "bill", false)
+alertDeposit = CheckBoxItem("Deposits", "Money added to any account", "deposit", true)
+alertsButtons = Buttons([alertsBtn])
+alertsBtn = Button("Save alert settings", null, "primary")
+
+disputeAction = DialogBlock("Dispute a transaction", "Dispute a transaction", "Tell us what went wrong and we'll investigate.", [disputeForm], "outline")
+disputeForm = Form("dispute", disputeButtons, [disputeTxnField, disputeReasonField])
+disputeTxnField = FormControl("Transaction", disputeSelect)
+disputeSelect = Select("txn", [dTxn1, dTxn2, dTxn3], "Select a transaction")
+dTxn1 = SelectItem("wf", "Whole Foods Market - $86.42")
+dTxn2 = SelectItem("shell", "Shell Gas Station - $52.10")
+dTxn3 = SelectItem("netflix", "Netflix - $15.49")
+disputeReasonField = FormControl("Reason", disputeReason)
+disputeReason = TextArea("reason", "Describe the issue with this charge", 4)
+disputeButtons = Buttons([disputeBtn])
+disputeBtn = Button("Submit dispute", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..9a33b0996
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r3.txt
@@ -0,0 +1,69 @@
+root = Card([header, balances, scoreRow, txns, spending, bills, goal, transferForm, statementForm, alertsForm, actions])
+
+header = CardHeader("Good afternoon, Alex", "Your accounts at a glance")
+
+balances = Table([balName, balAmount])
+balName = Col("Account", ["Checking", "Savings", "Credit"])
+balAmount = Col("Balance", ["$4,285.12", "$18,940.00", "-$1,230.55"])
+
+scoreRow = Card([scoreLabel, scoreProgress, scoreBadge], "sunk", "column", "s")
+scoreLabel = Heading("Credit Score", "h4")
+scoreProgress = Progress(742, "742 — Very Good")
+scoreBadge = Badge("Up 12 pts this month", "secondary")
+
+txns = ListBlock([tx1, tx2, tx3, tx4, tx5])
+tx1 = ListItem("Whole Foods Market", "Groceries · Today", null, "Dispute")
+tx2 = ListItem("Shell Gas Station", "Transport · Yesterday", null, "Dispute")
+tx3 = ListItem("Netflix", "Subscriptions · Mar 3", null, "Dispute")
+tx4 = ListItem("Delta Airlines", "Travel · Mar 2", null, "Dispute")
+tx5 = ListItem("Starbucks", "Dining · Mar 1", null, "Dispute")
+
+spending = PieChart(spendLabels, spendValues, "donut")
+spendLabels = ["Groceries", "Dining", "Transport", "Subscriptions", "Travel"]
+spendValues = [640, 312, 185, 96, 540]
+
+bills = Table([billName, billDate, billAmount])
+billName = Col("Bill", ["Electric Co.", "Rent", "Car Insurance"])
+billDate = Col("Due", ["Mar 12", "Mar 15", "Mar 20"])
+billAmount = Col("Amount", ["$118.40", "$1,850.00", "$142.00"])
+
+goal = Card([goalLabel, goalProgress], "sunk", "column", "s")
+goalLabel = Heading("Vacation Savings Goal", "h4")
+goalProgress = Progress(64, "$3,200 of $5,000")
+
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from", [fromChecking, fromSavings], "Select account")
+fromChecking = SelectItem("checking", "Checking — $4,285.12")
+fromSavings = SelectItem("savings", "Savings — $18,940.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to", [toChecking, toSavings], "Select account")
+toChecking = SelectItem("checking", "Checking — $4,285.12")
+toSavings = SelectItem("savings", "Savings — $18,940.00")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "$0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer money", null, "primary")
+
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Statement period", periodSelect)
+periodSelect = Select("period", [pMar, pFeb, pJan], "Choose a month")
+pMar = SelectItem("2024-03", "March 2024")
+pFeb = SelectItem("2024-02", "February 2024")
+pJan = SelectItem("2024-01", "January 2024")
+statementButtons = Buttons([statementBtn])
+statementBtn = Button("View statement", null, "secondary")
+
+alertsForm = Form("alerts", alertsButtons, [alertField])
+alertField = FormControl("Alert triggers", alertChecks)
+alertChecks = CheckBoxGroup("triggers", [alrtLarge, alrtLow, alrtDue, alrtForeign])
+alrtLarge = CheckBoxItem("Large purchases", "Notify over $200", "large", true)
+alrtLow = CheckBoxItem("Low balance", "Notify under $100", "low", true)
+alrtDue = CheckBoxItem("Bill due soon", "3 days before due date", "due", false)
+alrtForeign = CheckBoxItem("Foreign transactions", "Any purchase abroad", "foreign", false)
+alertsButtons = Buttons([alertsBtn])
+alertsBtn = Button("Save alert settings", null, "primary")
+
+actions = Buttons([freezeBtn, disputeBtn])
+freezeBtn = Button("Freeze credit line", null, "secondary", "destructive")
+disputeBtn = Button("Dispute a transaction", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..5afe4a6fc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-bank__r4.txt
@@ -0,0 +1,83 @@
+root = Card([header, balances, scoreRow, txnHeader, txns, spendHeader, spend, billsHeader, bills, goalHeader, goal, transferHeader, transfer, controlsHeader, controls, followups])
+
+header = CardHeader("Good afternoon, Alex", "Your accounts at a glance")
+
+balances = Table([acctCol, balCol])
+acctCol = Col("Account", ["Checking", "Savings", "Credit"])
+balCol = Col("Balance", ["$4,280.55", "$18,940.12", "-$1,204.67"])
+
+scoreRow = Card([scoreProgress, scoreBadge], "sunk", "column", "s")
+scoreProgress = Progress(742, "Credit score: 742 (Very Good)")
+scoreBadge = Badge("Updated today", "secondary")
+
+txnHeader = Heading("Recent transactions", "h3")
+txns = Table([merchCol, dateCol, amtCol])
+merchCol = Col("Merchant", ["Whole Foods", "Shell Gas", "Netflix", "Amazon", "Payroll Deposit"])
+dateCol = Col("Date", ["Jun 12", "Jun 11", "Jun 10", "Jun 9", "Jun 8"])
+amtCol = Col("Amount", ["-$82.14", "-$45.20", "-$15.99", "-$129.47", "+$3,200.00"])
+
+spendHeader = Heading("Spending this month", "h3")
+spend = PieChart(["Groceries", "Dining", "Transport", "Shopping", "Utilities"], [640, 310, 180, 425, 220], "donut")
+
+billsHeader = Heading("Bills due soon", "h3")
+bills = ListBlock([bill1, bill2, bill3], "number")
+bill1 = ListItem("Electric — City Power", "Due Jun 18 · $118.40")
+bill2 = ListItem("Rent", "Due Jun 20 · $1,850.00")
+bill3 = ListItem("Internet — Fiberly", "Due Jun 24 · $69.99")
+
+goalHeader = Heading("Vacation savings goal", "h3")
+goal = Progress(64, "$3,200 of $5,000 saved")
+
+transferHeader = Heading("Move money", "h3")
+transfer = Form("transfer", transferButtons, [fromField, toField, amtField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from", [fChk, fSav], "Select account")
+fChk = SelectItem("checking", "Checking — $4,280.55")
+fSav = SelectItem("savings", "Savings — $18,940.12")
+toField = FormControl("To", toSelect)
+toSelect = Select("to", [tChk, tSav], "Select account")
+tChk = SelectItem("checking", "Checking")
+tSav = SelectItem("savings", "Savings")
+amtField = FormControl("Amount", amtInput, "Enter the amount to transfer")
+amtInput = Input("amount", "$0.00", "number")
+transferButtons = Buttons([transferBtn, transferCancel])
+transferBtn = Button("Transfer", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
+
+controlsHeader = Heading("Account controls", "h3")
+controls = Card([freezeControl, statementControl, alertsControl, disputeControl], "clear", "column", "s")
+
+freezeControl = AlertDialogBlock("Freeze credit line", "Freeze credit line?", "This blocks all new charges on your credit account until you unfreeze it.", "Freeze now", "Keep active", "destructive")
+
+statementControl = DialogBlock("Choose statement period", "Statement period", "Pick the range to view or download.", [statementForm], "outline")
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Period", periodPicker)
+periodPicker = DatePicker("period", "range")
+statementButtons = Buttons([statementBtn])
+statementBtn = Button("View statement", null, "primary")
+
+alertsControl = DrawerBlock("Manage alerts", "Alert settings", "Choose what triggers a notification.", [alertsSwitches])
+alertsSwitches = SwitchGroup("alerts", [alertLarge, alertLow, alertDue, alertScore], "sunk")
+alertLarge = SwitchItem("Large purchases", "Notify for charges over $200", "large_purchase", true)
+alertLow = SwitchItem("Low balance", "When checking drops below $500", "low_balance", true)
+alertDue = SwitchItem("Bill due", "Two days before a bill is due", "bill_due", true)
+alertScore = SwitchItem("Credit score change", "When your score moves", "score_change", false)
+
+disputeControl = DialogBlock("Dispute a transaction", "Dispute a transaction", "Tell us which charge looks wrong.", [disputeForm], "outline")
+disputeForm = Form("dispute", disputeButtons, [disputeTxnField, disputeReasonField])
+disputeTxnField = FormControl("Transaction", disputeSelect)
+disputeSelect = Select("txn", [dTxn1, dTxn2, dTxn3, dTxn4], "Select a transaction")
+dTxn1 = SelectItem("wholefoods", "Whole Foods — $82.14")
+dTxn2 = SelectItem("shell", "Shell Gas — $45.20")
+dTxn3 = SelectItem("netflix", "Netflix — $15.99")
+dTxn4 = SelectItem("amazon", "Amazon — $129.47")
+disputeReasonField = FormControl("Reason", disputeReason, "Describe the problem")
+disputeReason = TextArea("reason", "I did not authorize this charge...", 4)
+disputeButtons = Buttons([disputeSubmit, disputeCancel])
+disputeSubmit = Button("Submit dispute", null, "primary", "destructive")
+disputeCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show my spending trend over the last 6 months")
+fu2 = FollowUpItem("Help me set a new savings goal")
+fu3 = FollowUpItem("What can I do to improve my credit score?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..729c70a28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r1.txt
@@ -0,0 +1,67 @@
+root = Card([header, filterSection, kpis, growthTrend, platformSplit, bestPosts, scheduled, bestHour, comments, collabs, scheduleForm, followUps])
+
+header = CardHeader("Creator Studio", "Your cross-platform performance this month")
+
+filterSection = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("View", platformSelect, "Narrow every metric to one platform")
+platformSelect = Select("platform", [allP, igP, ttP, ytP, xP], "All platforms")
+allP = SelectItem("all", "All platforms")
+igP = SelectItem("instagram", "Instagram")
+ttP = SelectItem("tiktok", "TikTok")
+ytP = SelectItem("youtube", "YouTube")
+xP = SelectItem("x", "X / Twitter")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "primary")
+
+kpis = Table([kpiName, kpiValue, kpiChange])
+kpiName = Col("Metric", ["Total followers", "Growth (30d)", "Engagement rate", "Earnings (30d)"])
+kpiValue = Col("Value", ["248,300", "+12,480", "4.8%", "$6,420"])
+kpiChange = Col("Change", ["—", "+5.3%", "+0.6pts", "+18%"])
+
+growthTrend = AreaChart(["W1", "W2", "W3", "W4"], [followerSeries], "natural", "Week", "Followers")
+followerSeries = Series("Followers", [235820, 240100, 244600, 248300])
+
+platformSplit = PieChart(platformLabels, platformValues, "donut")
+platformLabels = ["Instagram", "TikTok", "YouTube", "X / Twitter"]
+platformValues = [112000, 84300, 38000, 14000]
+
+bestPosts = Table([postName, postPlatform, postReach])
+postName = Col("Top post", ["Studio setup tour", "3 editing hacks", "Behind the launch", "Q&A live clip"])
+postPlatform = Col("Platform", ["TikTok", "Instagram", "YouTube", "Instagram"])
+postReach = Col("Reach", [412000, 298000, 187000, 96000], "number")
+
+scheduled = ListBlock([sch1, sch2, sch3], "number")
+sch1 = ListItem("Morning routine reel", "Instagram · Tue 9:00 AM")
+sch2 = ListItem("Gear unboxing", "YouTube · Thu 5:00 PM")
+sch3 = ListItem("Trend duet", "TikTok · Sat 7:00 PM")
+
+bestHour = BarChart(hourLabels, hourSeries, "grouped", "Hour", "Avg engagement %")
+hourLabels = ["6AM", "9AM", "12PM", "3PM", "6PM", "9PM"]
+hourSeries = Series("Engagement", [2.1, 4.2, 3.6, 4.9, 6.7, 5.4])
+
+comments = Callout("info", "Comments waiting", "27 comments across all platforms are still unanswered")
+
+collabs = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("Aurora Skincare", "Sponsored reel · $1,800", null, "Review")
+collab2 = ListItem("PeakFit Apps", "3-post bundle · $2,400", null, "Review")
+collab3 = ListItem("BrewLab Coffee", "Story series · $900", null, "Review")
+
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, platformPostField, timeField])
+captionField = FormControl("Caption", captionInput, "Write your post caption")
+captionInput = TextArea("caption", "What's this post about?", 4)
+platformPostField = FormControl("Platform", postPlatformSelect)
+postPlatformSelect = Select("post_platform", [igP2, ttP2, ytP2, xP2], "Choose platform")
+igP2 = SelectItem("instagram", "Instagram")
+ttP2 = SelectItem("tiktok", "TikTok")
+ytP2 = SelectItem("youtube", "YouTube")
+xP2 = SelectItem("x", "X / Twitter")
+timeField = FormControl("Publish time", timePicker, "Suggested best hour: 6:00 PM")
+timePicker = DatePicker("publish_time", "single")
+scheduleButtons = Buttons([schedulePost, saveDraft])
+schedulePost = Button("Schedule post", null, "primary")
+saveDraft = Button("Save draft", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Draft replies to waiting comments")
+fu2 = FollowUpItem("Compare Instagram vs TikTok growth")
+fu3 = FollowUpItem("Show projected earnings next month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..f136e98c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r2.txt
@@ -0,0 +1,67 @@
+root = Card([header, filter, kpis, growthChart, topPosts, audience, schedule, bestHour, inbox, earnings, collabs, scheduleForm, followUp])
+
+header = CardHeader("Creator Studio", "Cross-platform overview · This month")
+
+filter = Tabs([tabAll, tabIG, tabYT, tabTT])
+tabAll = TabItem("all", "All platforms", [allNote])
+allNote = TextContent("Showing combined stats across every connected platform.", "small")
+tabIG = TabItem("ig", "Instagram", [igNote])
+igNote = TextContent("Filtered to Instagram only.", "small")
+tabYT = TabItem("yt", "YouTube", [ytNote])
+ytNote = TextContent("Filtered to YouTube only.", "small")
+tabTT = TabItem("tt", "TikTok", [ttNote])
+ttNote = TextContent("Filtered to TikTok only.", "small")
+
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Total followers", "Growth (30d)", "Engagement rate", "Earnings (month)"])
+kpiValue = Col("Value", ["482,300", "+18,240", "5.7%", "$6,420"])
+kpiChange = Col("Change", ["+3.9%", "+2.1%", "+0.4pt", "+12%"])
+
+growthChart = LineChart(["W1", "W2", "W3", "W4"], [followerSeries], "natural", "Week", "Followers")
+followerSeries = Series("Followers", [464060, 470120, 476400, 482300])
+
+topPosts = ListBlock([post1, post2, post3], "number")
+post1 = ListItem("Behind the scenes reel", "Reach 214,800 · 6.9% engagement", null, "View")
+post2 = ListItem("Tutorial: color grading", "Reach 168,400 · 5.4% engagement", null, "View")
+post3 = ListItem("Q&A live recap", "Reach 132,100 · 4.8% engagement", null, "View")
+
+audience = PieChart(["Instagram", "YouTube", "TikTok", "X"], [212000, 158000, 94000, 18300], "donut")
+
+schedule = Table([schDay, schPost, schTime, schPlatform])
+schDay = Col("Day", ["Mon", "Tue", "Thu", "Fri", "Sat"])
+schPost = Col("Post", ["Product teaser", "Carousel tips", "Short: routine", "Live announce", "Weekly recap"])
+schTime = Col("Time", ["09:00", "18:30", "12:00", "17:00", "11:00"])
+schPlatform = Col("Platform", ["Instagram", "Instagram", "TikTok", "YouTube", "All"])
+
+bestHour = BarChart(["6a", "9a", "12p", "3p", "6p", "9p"], [hourSeries], "grouped", "Hour", "Avg engagement %")
+hourSeries = Series("Engagement", [3.1, 5.9, 4.4, 4.0, 6.8, 5.2])
+
+inbox = Callout("info", "Comments waiting", "37 comments across platforms need a reply.")
+
+earnings = AreaChart(["W1", "W2", "W3", "W4"], [earnSeries], "natural", "Week", "USD")
+earnSeries = Series("Earnings", [1180, 1490, 1620, 2130])
+
+collabs = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("Aurora Skincare", "Sponsored reel · $2,500 · pending", null, "Review")
+collab2 = ListItem("PeakGear Outdoors", "3-video series · $4,800 · pending", null, "Review")
+collab3 = ListItem("BrewLab Coffee", "Product unboxing · $1,200 · pending", null, "Review")
+
+scheduleForm = Form("schedule-post", formButtons, [captionField, platformField, timeField])
+captionField = FormControl("Caption", captionInput, "Keep it under 2,200 characters")
+captionInput = TextArea("caption", "Write your caption...", 4)
+platformField = FormControl("Platform", platformSelect)
+platformSelect = Select("platform", [pIG, pYT, pTT, pAll], "Choose platform")
+pIG = SelectItem("ig", "Instagram")
+pYT = SelectItem("yt", "YouTube")
+pTT = SelectItem("tt", "TikTok")
+pAll = SelectItem("all", "All platforms")
+timeField = FormControl("Publish time", timeInput)
+timeInput = Input("publish_time", "2024-06-14 18:30", "text")
+formButtons = Buttons([scheduleBtn, draftBtn])
+scheduleBtn = Button("Schedule post", null, "primary")
+draftBtn = Button("Save draft", null, "tertiary")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me only Instagram stats")
+fu2 = FollowUpItem("Draft replies to waiting comments")
+fu3 = FollowUpItem("Compare earnings to last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..35913abbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r3.txt
@@ -0,0 +1,60 @@
+root = Card([header, filterRow, kpis, growth, bestPosts, audience, schedule, timing, inbox, collabs, composer, followup])
+
+header = CardHeader("Creator Studio", "Cross-platform performance & scheduling")
+
+filterRow = Buttons([allBtn, igBtn, ytBtn, ttBtn, xBtn], "row")
+allBtn = Button("All platforms", null, "primary", "normal", "small")
+igBtn = Button("Instagram", null, "secondary", "normal", "small")
+ytBtn = Button("YouTube", null, "secondary", "normal", "small")
+ttBtn = Button("TikTok", null, "secondary", "normal", "small")
+xBtn = Button("X", null, "secondary", "normal", "small")
+
+kpis = Table([kMetric, kValue, kChange])
+kMetric = Col("Metric", ["Total followers", "Growth (30d)", "Engagement rate", "Earnings (30d)"])
+kValue = Col("Value", ["482,300", "+18,240", "5.4%", "$7,820"])
+kChange = Col("Change", ["+3.9%", "+12.1%", "+0.6pt", "+22%"])
+
+growth = LineChart(["W1", "W2", "W3", "W4"], [followerSeries], "natural", "Week", "Followers")
+followerSeries = Series("Followers", [464060, 470120, 476900, 482300])
+
+bestPosts = Table([postTitle, postPlatform, postReach])
+postTitle = Col("Top posts this month", ["Morning routine reel", "Budget travel guide", "Studio setup tour", "Q&A shorts"])
+postPlatform = Col("Platform", ["Instagram", "YouTube", "TikTok", "YouTube"])
+postReach = Col("Reach", [312400, 208900, 187600, 141200], "number")
+
+audience = PieChart(["Instagram", "YouTube", "TikTok", "X"], [204000, 138000, 112300, 28000], "donut")
+
+schedule = ListBlock([sched1, sched2, sched3], "number")
+sched1 = ListItem("Reel: 5 editing tips", "Instagram · Tue 9:00 AM")
+sched2 = ListItem("Long-form: Gear review", "YouTube · Wed 3:00 PM")
+sched3 = ListItem("Short: Behind the scenes", "TikTok · Fri 6:00 PM")
+
+timing = BarChart(["6AM", "9AM", "12PM", "3PM", "6PM", "9PM"], [engagementByHour], "grouped", "Hour", "Avg engagement %")
+engagementByHour = Series("Engagement", [2.1, 4.8, 3.6, 5.1, 7.9, 6.2])
+
+inbox = Callout("info", "12 comments waiting for a reply", "Oldest is 4 hours old across Instagram and YouTube")
+
+collabs = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("BrightGear — sponsored reel", "Offer: $2,500 · Pending", null, "Review")
+collab2 = ListItem("Wanderly — travel series", "Offer: $4,000 · Pending", null, "Review")
+collab3 = ListItem("BeanRoast — story mention", "Offer: $800 · Pending", null, "Review")
+
+composer = Form("schedule-post", composerButtons, [platformField, captionField, dateField])
+platformField = FormControl("Platform", platformSelect)
+platformSelect = Select("platform", [pIg, pYt, pTt, pX], "Choose platform")
+pIg = SelectItem("instagram", "Instagram")
+pYt = SelectItem("youtube", "YouTube")
+pTt = SelectItem("tiktok", "TikTok")
+pX = SelectItem("x", "X")
+captionField = FormControl("Caption", captionInput, "Keep it under 200 characters for best reach")
+captionInput = TextArea("caption", "Write your caption...", 4)
+dateField = FormControl("Publish time", dateInput)
+dateInput = DatePicker("publish_at", "single")
+composerButtons = Buttons([scheduleBtn, draftBtn])
+scheduleBtn = Button("Schedule post", null, "primary")
+draftBtn = Button("Save draft", null, "tertiary")
+
+followup = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only Instagram performance")
+fu2 = FollowUpItem("Draft replies for waiting comments")
+fu3 = FollowUpItem("Compare earnings to last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..f582042a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-creator__r4.txt
@@ -0,0 +1,72 @@
+root = Card([header, filterBar, kpis, growthChart, engagementBlock, bestPosts, audienceSplit, schedule, bestHour, comments, earningsBlock, collabs, scheduleForm, followUps])
+
+header = CardHeader("Creator Studio", "Cross-platform performance this month")
+
+filterBar = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("Filter by platform", platformSelect)
+platformSelect = Select("platform", [pAll, pInsta, pTikTok, pYouTube, pX], "All platforms")
+pAll = SelectItem("all", "All platforms")
+pInsta = SelectItem("instagram", "Instagram")
+pTikTok = SelectItem("tiktok", "TikTok")
+pYouTube = SelectItem("youtube", "YouTube")
+pX = SelectItem("x", "X")
+filterButtons = Buttons([applyFilter, resetFilter])
+applyFilter = Button("Apply filter", null, "primary")
+resetFilter = Button("Reset", null, "tertiary")
+
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Total followers", "Growth (30d)", "Engagement rate", "Earnings (MTD)"])
+kpiValue = Col("Value", ["248,900", "+12,400", "4.8%", "$6,420"])
+kpiChange = Col("Change", ["—", "+5.2%", "+0.6%", "+18%"])
+
+growthChart = LineChart(["W1", "W2", "W3", "W4"], [followerSeries], "natural", "Week", "Followers")
+followerSeries = Series("Followers", [236500, 240100, 244300, 248900])
+
+engagementBlock = Progress(4.8, "Engagement rate 4.8% (goal 5%)")
+
+bestPosts = Table([postName, postPlatform, postReach])
+postName = Col("Post", ["Morning routine reel", "Studio tour", "Q&A short", "Gear review"])
+postPlatform = Col("Platform", ["Instagram", "YouTube", "TikTok", "YouTube"])
+postReach = Col("Reach", [184200, 152800, 141600, 98300], "number")
+
+audienceSplit = PieChart(["Instagram", "TikTok", "YouTube", "X"], [42, 31, 19, 8], "donut")
+
+schedule = ListBlock([sched1, sched2, sched3], "number")
+sched1 = ListItem("Behind the scenes reel", "Instagram · Tue 9:00 AM")
+sched2 = ListItem("Weekly vlog drop", "YouTube · Thu 5:00 PM")
+sched3 = ListItem("Trend remix short", "TikTok · Sat 12:00 PM")
+
+bestHour = Callout("info", "Best time to post", "Based on 90 days of history, your audience is most active at 6:00 PM local time on weekdays.")
+
+comments = Table([cUser, cPost, cWaiting])
+cUser = Col("From", ["@mila_k", "@devfrank", "@paula.rt", "@theo_makes"])
+cPost = Col("On post", ["Studio tour", "Gear review", "Q&A short", "Morning routine reel"])
+cWaiting = Col("Waiting", ["2h", "5h", "1d", "1d"])
+
+earningsBlock = BarChart(["Sponsorships", "Ad revenue", "Merch", "Tips"], [earnSeries], "grouped", "Source", "USD")
+earnSeries = Series("Earnings", [3800, 1600, 720, 300])
+
+collabs = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("BrightBrand skincare", "Paid reel + story · $2,500", null, "Review")
+collab2 = ListItem("NovaTech headphones", "Unboxing video · $1,800", null, "Review")
+collab3 = ListItem("Fitfuel supplements", "3-post series · $3,200", null, "Review")
+
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, timeField, postPlatformField])
+captionField = FormControl("Caption", captionInput, "Keep it under 200 characters")
+captionInput = TextArea("caption", "Write your caption...", 3)
+timeField = FormControl("Publish time", timeInput)
+timeInput = Input("publish_time", "2024-06-12 18:00", "text")
+postPlatformField = FormControl("Platform", postPlatformSelect)
+postPlatformSelect = Select("post_platform", [ppInsta, ppTikTok, ppYouTube, ppX], "Choose platform")
+ppInsta = SelectItem("instagram", "Instagram")
+ppTikTok = SelectItem("tiktok", "TikTok")
+ppYouTube = SelectItem("youtube", "YouTube")
+ppX = SelectItem("x", "X")
+scheduleButtons = Buttons([schedulePost, saveDraft])
+schedulePost = Button("Schedule post", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only Instagram performance")
+fu2 = FollowUpItem("Draft replies to waiting comments")
+fu3 = FollowUpItem("Compare this month to last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..003e09c9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r1.txt
@@ -0,0 +1,110 @@
+root = Card([header, alerts, kpis, admTrend, deptChart, staffSection, dischargeSection, orTable, suppliesSection, tools, followups])
+
+header = CardHeader("Hospital Operations Command", "Live status — Central Metro Hospital")
+
+alerts = Card([critAlert, lowSupplyAlert], "clear", "column", "s")
+critAlert = Alert("3 critical patients", "ICU-04, ER-11, and CCU-02 require immediate attention", "destructive")
+lowSupplyAlert = Alert("Supplies running low", "5 items below par level — reorder recommended", "warning")
+
+kpis = Card([occupancyCard, erWaitCard], "clear", "row", "m")
+occupancyCard = Card([occHeader, occProgress, occBadge], "sunk", "column", "s")
+occHeader = Heading("Bed Occupancy", "h4")
+occProgress = Progress(87, "412 of 474 beds occupied")
+occBadge = Badge("87% — High", "destructive")
+erWaitCard = Card([erHeader, erWait, erBadge], "sunk", "column", "s")
+erHeader = Heading("ER Wait Time", "h4")
+erWait = TextContent("**42 min** average wait", "large-heavy")
+erBadge = Badge("14 patients waiting", "secondary")
+
+admTrend = AreaChart(admLabels, [admSeries], "natural", "Date", "Admissions")
+admLabels = ["Apr 1", "Apr 2", "Apr 3", "Apr 4", "Apr 5", "Apr 6", "Apr 7", "Apr 8", "Apr 9", "Apr 10", "Apr 11", "Apr 12", "Apr 13", "Apr 14"]
+admSeries = Series("Admissions", [58, 62, 55, 71, 68, 49, 44, 60, 65, 73, 70, 66, 52, 47])
+
+deptChart = HorizontalBarChart(deptLabels, [deptSeries], "grouped", "Patients", "Department")
+deptLabels = ["Emergency", "ICU", "Cardiology", "Surgery", "Pediatrics", "Oncology", "Orthopedics", "Maternity"]
+deptSeries = Series("Current patients", [46, 22, 38, 29, 31, 24, 27, 19])
+
+staffSection = SectionBlock([staffOnShift, criticalPatients], true)
+staffOnShift = SectionItem("staff", "Staff on shift", [staffTable])
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Name", ["Dr. A. Rivera", "Dr. K. Osei", "N. Whitmore", "N. Delgado", "T. Bauer", "Dr. L. Chen", "M. Ferris"])
+staffRole = Col("Role", ["Attending Physician", "ER Physician", "Charge Nurse", "ICU Nurse", "Respiratory Therapist", "Surgeon", "Pharmacist"])
+staffUnit = Col("Unit", ["Emergency", "Emergency", "ICU", "ICU", "Pulmonary", "Surgery", "Pharmacy"])
+
+criticalPatients = SectionItem("critical", "Critical patients", [critTable])
+critTable = Table([critBed, critName, critStatus])
+critBed = Col("Bed", ["ICU-04", "ER-11", "CCU-02"])
+critName = Col("Patient", ["J. Moreau", "S. Patel", "R. Okonkwo"])
+critStatus = Col("Status", ["Critical — ventilated", "Critical — trauma", "Critical — cardiac"])
+
+dischargeSection = Card([dischHeader, dischList], "sunk", "column", "s")
+dischHeader = Heading("Ready for Discharge", "h4")
+dischList = ListBlock([disch1, disch2, disch3, disch4], "number")
+disch1 = ListItem("Room 302 — E. Vance", "Cardiology · cleared 09:10", null, "Process")
+disch2 = ListItem("Room 218 — H. Ng", "Orthopedics · cleared 09:45", null, "Process")
+disch3 = ListItem("Room 411 — P. Souza", "Maternity · cleared 10:20", null, "Process")
+disch4 = ListItem("Room 127 — D. Klein", "Pediatrics · cleared 10:55", null, "Process")
+
+orTable = Table([orRoom, orTime, orProcedure, orSurgeon])
+orRoom = Col("OR", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-1"])
+orTime = Col("Time", ["07:30", "08:00", "10:15", "11:00", "13:30"])
+orProcedure = Col("Procedure", ["Appendectomy", "Hip Replacement", "CABG", "C-Section", "Cholecystectomy"])
+orSurgeon = Col("Surgeon", ["Dr. L. Chen", "Dr. M. Adeyemi", "Dr. F. Kraus", "Dr. R. Silva", "Dr. L. Chen"])
+
+suppliesSection = Card([supHeader, supTable], "sunk", "column", "s")
+supHeader = Heading("Supplies Running Low", "h4")
+supTable = Table([supItem, supOnHand, supPar])
+supItem = Col("Item", ["N95 Masks", "IV Saline 1L", "Surgical Gloves (M)", "Blood — O Neg", "Propofol"])
+supOnHand = Col("On hand", [120, 34, 60, 4, 12])
+supPar = Col("Par level", [500, 200, 300, 20, 40])
+
+tools = Card([incidentDialog, dayDrawer, transferDialog], "clear", "row", "m")
+
+incidentDialog = DialogBlock("File Incident", "File an Incident Report", "Document a safety or operational incident", [incidentForm], "destructive")
+incidentForm = Form("incident", incidentButtons, [incLocation, incType, incSeverity, incDetails])
+incLocation = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU-04")
+incType = FormControl("Type", incTypeSelect)
+incTypeSelect = Select("type", [incT1, incT2, incT3, incT4], "Select type")
+incT1 = SelectItem("fall", "Patient Fall")
+incT2 = SelectItem("med", "Medication Error")
+incT3 = SelectItem("equip", "Equipment Failure")
+incT4 = SelectItem("other", "Other")
+incSeverity = FormControl("Severity", incSevRadio)
+incSevRadio = RadioGroup("severity", [incS1, incS2, incS3])
+incS1 = RadioItem("Low", "No harm", "low")
+incS2 = RadioItem("Moderate", "Temporary harm", "moderate")
+incS3 = RadioItem("Severe", "Serious harm", "severe")
+incDetails = FormControl("Details", incDetailsArea)
+incDetailsArea = TextArea("details", "Describe what happened", 4)
+incidentButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit report", null, "primary", "destructive")
+incCancel = Button("Cancel", null, "tertiary")
+
+dayDrawer = DrawerBlock("View Another Day", "Select a Date", "Review operations for a past or future day", [dayCalendar, dayApply])
+dayCalendar = CalendarBlock("single", "2024-04-01", 1, "dropdown")
+dayApply = Buttons([dayApplyBtn])
+dayApplyBtn = Button("Load selected day", null, "primary")
+
+transferDialog = DialogBlock("Request Transfer", "Request Patient Transfer", "Move a patient between units or facilities", [transferForm], "secondary")
+transferForm = Form("transfer", transferButtons, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("Patient", trPatientInput)
+trPatientInput = Input("patient", "Patient name or ID")
+trFrom = FormControl("From unit", trFromInput)
+trFromInput = Input("from", "e.g. ER-11")
+trTo = FormControl("To unit", trToSelect)
+trToSelect = Select("to", [trTo1, trTo2, trTo3, trTo4], "Destination unit")
+trTo1 = SelectItem("icu", "ICU")
+trTo2 = SelectItem("ccu", "CCU")
+trTo3 = SelectItem("surgery", "Surgery")
+trTo4 = SelectItem("ward", "General Ward")
+trReason = FormControl("Reason", trReasonArea)
+trReasonArea = TextArea("reason", "Clinical justification for transfer", 3)
+transferButtons = Buttons([trSubmit, trCancel])
+trSubmit = Button("Submit request", null, "primary")
+trCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show ICU capacity forecast")
+fu2 = FollowUpItem("List overdue discharges")
+fu3 = FollowUpItem("Compare ER wait vs last week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..3f19f3177
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r2.txt
@@ -0,0 +1,86 @@
+root = Card([header, alertRow, kpiRow, admitTrend, deptChart, staffTable, dischargeList, orTable, suppliesTable, actionsRow, incidentForm, followUps])
+
+header = CardHeader("Operations Command", "Live hospital status")
+
+alertRow = Alert("Critical patients", "ICU-4 Chen (sepsis, unstable), ICU-7 Alvarez (post-op cardiac), ER-2 Novak (severe trauma)", "destructive")
+
+kpiRow = Card([bedCard, erCard], "clear", "row", "m")
+bedCard = Card([bedProg, bedNote], "sunk", "column", "s")
+bedProg = Progress(87, "Bed occupancy")
+bedNote = TextContent("412 of 474 beds occupied", "small")
+erCard = Card([erWait, erNote], "sunk", "column", "s")
+erWait = Heading("ER wait: 42 min", "h3")
+erNote = TextContent("18 patients waiting, 3 triaged urgent", "small")
+
+admitTrend = LineChart(["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"], [admitSeries], "natural", "Day", "Admissions")
+admitSeries = Series("Admissions", [64, 71, 58, 66, 80, 92, 88, 61, 69, 74, 83, 90, 95, 77])
+
+deptChart = HorizontalBarChart(["Emergency","Surgery","Cardiology","Pediatrics","Oncology","Maternity","Orthopedics"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Patients", [58, 44, 39, 27, 31, 22, 19])
+
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Name", ["Dr. Patel","Dr. Hughes","Nurse Kim","Nurse Ortiz","Dr. Fischer","Tech Reyes","Nurse Owusu"])
+staffRole = Col("Role", ["Attending","ER Physician","Charge Nurse","ICU Nurse","Anesthesiologist","Radiology Tech","Floor Nurse"])
+staffUnit = Col("Unit", ["Surgery","Emergency","Med-Surg","ICU","OR","Radiology","Cardiology"])
+
+dischargeList = ListBlock([disc1, disc2, disc3, disc4], "number")
+disc1 = ListItem("Room 214 — J. Marsh", "Cleared by cardiology, awaiting transport")
+disc2 = ListItem("Room 308 — A. Diallo", "Discharge paperwork pending signature")
+disc3 = ListItem("Room 112 — R. Costa", "Ready, ride arriving 2:00 PM")
+disc4 = ListItem("Room 421 — L. Weber", "Pharmacy meds ready for pickup")
+
+orTable = Table([orRoom, orTime, orProc, orSurgeon])
+orRoom = Col("OR", ["OR-1","OR-2","OR-3","OR-4","OR-5"])
+orTime = Col("Time", ["08:00","10:30","12:00","13:45","16:00"])
+orProc = Col("Procedure", ["CABG","Appendectomy","Hip Replacement","C-Section","Craniotomy"])
+orSurgeon = Col("Surgeon", ["Dr. Fischer","Dr. Hughes","Dr. Lang","Dr. Owens","Dr. Patel"])
+
+suppliesTable = Table([supItem, supStock, supStatus])
+supItem = Col("Item", ["N95 masks","IV saline bags","Surgical gloves (M)","Blood units O-","Insulin vials"])
+supStock = Col("On hand", [120, 45, 60, 8, 22])
+supStatus = Col("Status", ["Low","Critical","Low","Critical","Low"])
+
+actionsRow = Buttons([viewDayBtn, transferBtn])
+viewDayBtn = DialogBlock("View another day", "Select date", "Load operations data for a specific day", [dayCalendar], "outline")
+dayCalendar = CalendarBlock("single", "2024-06-01", 1, "dropdown")
+transferBtn = DialogBlock("Request patient transfer", "Patient transfer request", "Route a patient to another unit or facility", [transferForm], "secondary")
+transferForm = Form("transfer-request", transferButtons, [tfPatient, tfFrom, tfTo, tfReason])
+tfPatient = FormControl("Patient / Room", tfPatientInput)
+tfPatientInput = Input("patient", "Room 214 — J. Marsh")
+tfFrom = FormControl("From unit", tfFromInput)
+tfFromInput = Input("from_unit", "Cardiology")
+tfTo = FormControl("Destination", tfToSelect)
+tfToSelect = Select("dest", [tfIcu, tfStepdown, tfExternal], "Choose destination")
+tfIcu = SelectItem("icu", "ICU")
+tfStepdown = SelectItem("stepdown", "Step-down unit")
+tfExternal = SelectItem("external", "External facility")
+tfReason = FormControl("Reason", tfReasonArea)
+tfReasonArea = TextArea("reason", "Clinical justification for transfer", 3)
+transferButtons = Buttons([tfSubmit, tfCancel])
+tfSubmit = Button("Submit transfer", null, "primary")
+tfCancel = Button("Cancel", null, "tertiary")
+
+incidentForm = Form("file-incident", incidentButtons, [incType, incLocation, incSeverity, incDesc])
+incType = FormControl("Incident type", incTypeSelect)
+incTypeSelect = Select("type", [incFall, incMed, incEquip, incSecurity], "Select type")
+incFall = SelectItem("fall", "Patient fall")
+incMed = SelectItem("medication", "Medication error")
+incEquip = SelectItem("equipment", "Equipment failure")
+incSecurity = SelectItem("security", "Security event")
+incLocation = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU bed 4")
+incSeverity = FormControl("Severity", incSevRadio)
+incSevRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh])
+sevLow = RadioItem("Low", "No harm, near miss", "low")
+sevMed = RadioItem("Moderate", "Minor harm, needs review", "moderate")
+sevHigh = RadioItem("Severe", "Serious harm, urgent", "severe")
+incDesc = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "Describe what happened", 4)
+incidentButtons = Buttons([incSubmit, incReset])
+incSubmit = Button("File incident report", null, "primary", "destructive")
+incReset = Button("Clear", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show ICU capacity forecast")
+fu2 = FollowUpItem("List all pending discharges")
+fu3 = FollowUpItem("Which supplies need reorder today?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..87365475d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r3.txt
@@ -0,0 +1,99 @@
+root = Card([header, alertsRow, kpiRow, admissions, deptChart, staff, discharge, orBookings, supplies, actions, followups])
+
+header = CardHeader("Hospital Operations Command", "Live status — Main Campus")
+
+alertsRow = Card([criticalAlert, supplyAlert], "clear", "column", "s")
+criticalAlert = Alert("3 critical patients", "ICU-2, ER-7 and Ward-B4 flagged critical — see list below", "destructive")
+supplyAlert = Alert("Supplies running low", "4 items below reorder threshold", "warning")
+
+kpiRow = Card([occupancy, erWait], "clear", "row", "l")
+occupancy = Card([occHead, occBar, occText], "sunk", "column", "s")
+occHead = Heading("Bed Occupancy", "h4")
+occBar = Progress(87, "312 / 358 beds")
+occText = TextContent("87% occupied · 46 beds available", "small")
+erWait = Card([erHead, erBadge, erText], "sunk", "column", "s")
+erHead = Heading("Current ER Wait", "h4")
+erBadge = Badge("42 min avg", "destructive")
+erText = TextContent("18 waiting · 5 in triage", "small")
+
+admissions = AreaChart(["May 1","May 2","May 3","May 4","May 5","May 6","May 7","May 8","May 9","May 10","May 11","May 12","May 13","May 14"], [admSeries], "natural", "Day", "Admissions")
+admSeries = Series("Admissions", [58, 61, 55, 67, 72, 49, 44, 63, 70, 68, 74, 59, 52, 66])
+
+deptChart = HorizontalBarChart(["Emergency","Cardiology","Orthopedics","Pediatrics","Oncology","Maternity","Neurology"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Patients", [48, 39, 31, 27, 22, 19, 15])
+
+staff = Table([staffName, staffRole, staffUnit])
+staffName = Col("Staff", ["Dr. A. Reyes", "Dr. M. Kovac", "N. Adeyemi", "N. Cho", "T. Braun", "P. Osei"])
+staffRole = Col("Role", ["Attending Physician", "ER Physician", "Charge Nurse", "ICU Nurse", "Respiratory Tech", "Surgical Tech"])
+staffUnit = Col("Unit", ["Ward B", "Emergency", "Ward A", "ICU", "Pulmonary", "OR"])
+
+critical = ListBlock([crit1, crit2, crit3])
+crit1 = ListItem("ICU-2 · J. Fowler", "Post-op sepsis · vitals unstable")
+crit2 = ListItem("ER-7 · Unknown male", "Chest trauma · awaiting surgery")
+crit3 = ListItem("Ward-B4 · L. Nakamura", "Respiratory distress · on ventilator")
+
+discharge = SectionBlock([criticalSection, dischargeSection], true)
+criticalSection = SectionItem("critical", "Critical Patients (3)", [critical])
+dischargeSection = SectionItem("discharge", "Ready for Discharge (4)", [dischargeList])
+dischargeList = ListBlock([dc1, dc2, dc3, dc4])
+dc1 = ListItem("Ward-A2 · R. Silva", "Cleared by cardiology · pending paperwork")
+dc2 = ListItem("Ward-C5 · H. Tran", "Stable · ride arranged 2pm")
+dc3 = ListItem("Peds-3 · M. Okafor", "Discharge approved · awaiting pharmacy")
+dc4 = ListItem("Ward-A8 · D. Lund", "Final vitals cleared")
+
+orBookings = Table([orTime, orRoom, orProc, orSurgeon])
+orTime = Col("Time", ["08:00", "10:30", "12:00", "14:15", "16:00"])
+orRoom = Col("Room", ["OR-1", "OR-3", "OR-1", "OR-2", "OR-3"])
+orProc = Col("Procedure", ["Appendectomy", "Knee replacement", "Cardiac bypass", "C-section", "Gallbladder"])
+orSurgeon = Col("Surgeon", ["Dr. Reyes", "Dr. Patel", "Dr. Kovac", "Dr. Nunez", "Dr. Ito"])
+
+supplies = Table([supItem, supStock, supStatus])
+supItem = Col("Item", ["N95 masks", "IV saline 1L", "Surgical gloves M", "Blood bags O-"])
+supStock = Col("On hand", [120, 45, 300, 8])
+supStatus = Col("Status", ["Low", "Critical", "Low", "Critical"])
+
+actions = Card([incidentDialog, dayDialog, transferDialog], "clear", "row", "m")
+
+incidentDialog = DialogBlock("File Incident", "File an Incident Report", "Record a safety or operational incident", [incidentForm], "destructive")
+incidentForm = Form("incident", incidentBtns, [incType, incLocation, incDetails])
+incType = FormControl("Incident type", incTypeSelect)
+incTypeSelect = Select("type", [it1, it2, it3, it4], "Select type")
+it1 = SelectItem("fall", "Patient fall")
+it2 = SelectItem("med", "Medication error")
+it3 = SelectItem("equip", "Equipment failure")
+it4 = SelectItem("other", "Other")
+incLocation = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU-2")
+incDetails = FormControl("Details", incDetailsArea)
+incDetailsArea = TextArea("details", "Describe what happened", 4)
+incidentBtns = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit report", null, "primary", "destructive")
+incCancel = Button("Cancel", null, "tertiary")
+
+dayDialog = DialogBlock("View Another Day", "Select a Date", "View operations data for a different day", [dayCal, dayBtns], "outline")
+dayCal = CalendarBlock("single", "2024-05-01", 1, "dropdown")
+dayBtns = Buttons([dayLoad])
+dayLoad = Button("Load day", null, "primary")
+
+transferDialog = DialogBlock("Request Transfer", "Request Patient Transfer", "Move a patient to another unit or facility", [transferForm], "secondary")
+transferForm = Form("transfer", transferBtns, [trPatient, trFrom, trTo, trReason])
+trPatient = FormControl("Patient ID / name", trPatientInput)
+trPatientInput = Input("patient", "e.g. ICU-2 · J. Fowler")
+trFrom = FormControl("From unit", trFromInput)
+trFromInput = Input("from", "e.g. ICU")
+trTo = FormControl("To unit / facility", trToSelect)
+trToSelect = Select("to", [to1, to2, to3, to4], "Select destination")
+to1 = SelectItem("ward-a", "Ward A")
+to2 = SelectItem("ward-b", "Ward B")
+to3 = SelectItem("stepdown", "Step-down unit")
+to4 = SelectItem("external", "External facility")
+trReason = FormControl("Reason", trReasonArea)
+trReasonArea = TextArea("reason", "Reason for transfer", 3)
+transferBtns = Buttons([trSubmit, trCancel])
+trSubmit = Button("Submit request", null, "primary")
+trCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show ICU capacity forecast")
+fu2 = FollowUpItem("List all pending discharges")
+fu3 = FollowUpItem("Which departments are over capacity?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..065c3d37b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-hospital__r4.txt
@@ -0,0 +1,105 @@
+root = Card([header, alertRow, kpiRow, admissionsTrend, deptChart, critical, discharge, orTable, supplies, staff, actions, followups])
+
+header = CardHeader("Operations Command", "Central Hospital — Live")
+
+alertRow = Alert("2 critical patients require attention", "ICU beds at 92% capacity; monitor closely", "destructive")
+
+kpiRow = Card([occ, erWait, censusInfo], "clear", "row", "m")
+occ = Card([occLabel, occProg], "sunk", "column", "s")
+occLabel = TextContent("Bed Occupancy", "small-heavy")
+occProg = Progress(87, "412 / 474 beds")
+erWait = Card([erLabel, erVal], "sunk", "column", "s")
+erLabel = TextContent("Current ER Wait", "small-heavy")
+erVal = TextContent("**42 min**", "large-heavy")
+censusInfo = Card([censLabel, censVal], "sunk", "column", "s")
+censLabel = TextContent("Total Census", "small-heavy")
+censVal = TextContent("**1,204** patients", "large-heavy")
+
+admissionsTrend = AreaChart(admLabels, [admSeries], "natural", "Date", "Admissions")
+admLabels = ["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"]
+admSeries = Series("Admissions", [82, 91, 78, 96, 104, 88, 73, 79, 95, 112, 108, 90, 84, 99])
+
+deptChart = HorizontalBarChart(deptLabels, [deptSeries], "grouped", "Patients", "Department")
+deptLabels = ["Emergency", "Cardiology", "Oncology", "Pediatrics", "Orthopedics", "Neurology", "Maternity"]
+deptSeries = Series("Patients", [188, 142, 116, 98, 87, 74, 63])
+
+critical = Card([critHeader, critList], "sunk", "column", "s")
+critHeader = Heading("Critical Patients", "h4")
+critList = ListBlock([crit1, crit2, crit3], "number")
+crit1 = ListItem("Bed ICU-04 — Ramirez, J.", "Post-op sepsis · vitals unstable", null, "View chart")
+crit2 = ListItem("Bed ICU-11 — Okafor, N.", "Respiratory failure · on ventilator", null, "View chart")
+crit3 = ListItem("Bed CCU-02 — Lindqvist, A.", "Acute MI · awaiting cath lab", null, "View chart")
+
+discharge = Card([disHeader, disList], "sunk", "column", "s")
+disHeader = Heading("Ready for Discharge", "h4")
+disList = ListBlock([dis1, dis2, dis3], "number")
+dis1 = ListItem("Bed 3B-12 — Chen, W.", "Cleared by attending · awaiting transport", null, "Process")
+dis2 = ListItem("Bed 5A-07 — Novak, P.", "Paperwork pending · pharmacy hold", null, "Process")
+dis3 = ListItem("Bed 2C-19 — Adeyemi, T.", "Cleared · family pickup 2pm", null, "Process")
+
+orTable = Table([orTime, orRoom, orProc, orSurgeon])
+orTime = Col("Time", ["07:30", "09:00", "11:15", "13:30", "15:45"])
+orRoom = Col("OR", ["OR-1", "OR-3", "OR-2", "OR-1", "OR-4"])
+orProc = Col("Procedure", ["CABG", "Hip replacement", "Appendectomy", "Craniotomy", "C-section"])
+orSurgeon = Col("Surgeon", ["Dr. Hayes", "Dr. Boateng", "Dr. Silva", "Dr. Kang", "Dr. Rossi"])
+
+supplies = Card([supHeader, supTable], "sunk", "column", "s")
+supHeader = Heading("Supplies Running Low", "h4")
+supTable = Table([supItem, supStock, supStatus])
+supItem = Col("Item", ["N95 masks", "Blood — O neg", "IV saline 1L", "Propofol vials"])
+supStock = Col("On hand", [240, 12, 180, 34], "number")
+supStatus = Col("Status", ["Low", "Critical", "Low", "Critical"])
+
+staff = Card([staffHeader, staffTable], "sunk", "column", "s")
+staffHeader = Heading("Staff On Shift", "h4")
+staffTable = Table([staffName, staffRole, staffUnit])
+staffName = Col("Name", ["Dr. Hayes", "Dr. Silva", "Nurse Patel", "Nurse Kim", "Tech Alvarez", "Dr. Kang"])
+staffRole = Col("Role", ["Surgeon", "Surgeon", "Charge Nurse", "ICU Nurse", "Rad Tech", "Neurosurgeon"])
+staffUnit = Col("Unit", ["OR", "OR", "ER", "ICU", "Imaging", "OR"])
+
+actions = Card([incidentDialog, transferDialog, dayForm], "clear", "row", "m")
+
+incidentDialog = DialogBlock("File Incident", "File an Incident Report", "Log a safety or operational incident", [incidentForm], "destructive")
+incidentForm = Form("incident", incidentBtns, [incType, incLoc, incDesc])
+incType = FormControl("Incident type", incTypeSel)
+incTypeSel = Select("type", [incT1, incT2, incT3], "Select type")
+incT1 = SelectItem("fall", "Patient fall")
+incT2 = SelectItem("med", "Medication error")
+incT3 = SelectItem("equip", "Equipment failure")
+incLoc = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU-04")
+incDesc = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "Describe what happened", 4)
+incidentBtns = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit report", null, "primary", "destructive")
+incCancel = Button("Cancel", null, "tertiary")
+
+transferDialog = DialogBlock("Request Transfer", "Request Patient Transfer", "Move a patient between units or facilities", [transferForm], "outline")
+transferForm = Form("transfer", transferBtns, [trPatient, trFrom, trTo, trPriority])
+trPatient = FormControl("Patient / Bed", trPatientInput)
+trPatientInput = Input("patient", "e.g. Bed 3B-12 — Chen, W.")
+trFrom = FormControl("From unit", trFromInput)
+trFromInput = Input("from", "Current unit")
+trTo = FormControl("To unit", trToInput)
+trToInput = Input("to", "Destination unit")
+trPriority = FormControl("Priority", trPriorityRadio)
+trPriorityRadio = RadioGroup("priority", [trP1, trP2, trP3], "routine")
+trP1 = RadioItem("Routine", "Within 24h", "routine")
+trP2 = RadioItem("Urgent", "Within 2h", "urgent")
+trP3 = RadioItem("Emergent", "Immediate", "emergent")
+transferBtns = Buttons([trSubmit, trCancel])
+trSubmit = Button("Submit request", null, "primary")
+trCancel = Button("Cancel", null, "tertiary")
+
+dayForm = DialogBlock("View Another Day", "Select a Day", "Review operations for a different date", [dayPickerForm], "secondary")
+dayPickerForm = Form("day-view", dayBtns, [dayField])
+dayField = FormControl("Date", dayPicker)
+dayPicker = DatePicker("date", "single")
+dayBtns = Buttons([daySubmit, dayCancel])
+daySubmit = Button("Load day", null, "primary")
+dayCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show ICU capacity forecast")
+fu2 = FollowUpItem("List overdue discharges")
+fu3 = FollowUpItem("Compare admissions to last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..737c9bb94
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r1.txt
@@ -0,0 +1,81 @@
+root = Card([header, summary, quarterSwitch, alertsSection, projectsTable, budgetChart, utilChart, deliveryChart, risksTable, overdueSection, deadlinesSection, blockedSection, actions, followups])
+
+header = CardHeader("Portfolio Review", "PMO Q2 2024 quarterly review")
+
+summary = Alert("Portfolio health: At risk", "3 of 8 projects off-track, 2 milestones overdue, 4 open blockers — overall delivery pace slowing.", "warning")
+
+quarterSwitch = Form("quarter-switch", quarterButtons, [quarterField])
+quarterField = FormControl("Review period", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q2 2024")
+q1 = SelectItem("q1-2024", "Q1 2024")
+q2 = SelectItem("q2-2024", "Q2 2024")
+q3 = SelectItem("q3-2024", "Q3 2024")
+q4 = SelectItem("q4-2024", "Q4 2024")
+quarterButtons = Buttons([quarterGo])
+quarterGo = Button("View quarter", null, "secondary")
+
+alertsSection = Callout("error", "2 milestones overdue", "Payments API cutover (5d late) and Data migration sign-off (2d late) require attention.")
+
+projectsTable = Table([pName, pOwner, pDeadline, pHealth])
+pName = Col("Project", ["Orion CRM", "Atlas Migration", "Payments API", "Mobile Revamp", "Insights BI"])
+pOwner = Col("Owner", ["S. Reyes", "D. Kim", "M. Osei", "L. Tran", "P. Novak"])
+pDeadline = Col("Deadline", ["2024-07-12", "2024-06-28", "2024-06-20", "2024-08-05", "2024-07-30"])
+pHealth = Col("Health", ["On track", "At risk", "Off track", "On track", "At risk"])
+
+budgetChart = BarChart(["Orion", "Atlas", "Payments", "Mobile", "Insights"], [allocSeries, spentSeries], "grouped", "Project", "USD (k)")
+allocSeries = Series("Allocated", [420, 300, 260, 380, 220])
+spentSeries = Series("Spent", [310, 290, 275, 190, 160])
+
+utilChart = HorizontalBarChart(["Backend", "Frontend", "Data", "QA", "Design"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 78, 96, 71, 64])
+
+deliveryChart = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [velocitySeries], "natural", "Sprint", "Story points")
+velocitySeries = Series("Completed", [82, 88, 79, 74, 68, 61])
+
+risksTable = Table([rName, rSeverity, rOwner])
+rName = Col("Risk", ["Vendor SLA breach", "Key engineer departure", "Scope creep on Mobile", "Data compliance gap"])
+rSeverity = Col("Severity", ["High", "Critical", "Medium", "High"])
+rOwner = Col("Owner", ["M. Osei", "D. Kim", "L. Tran", "P. Novak"])
+
+overdueSection = ListBlock([ov1, ov2], "number")
+ov1 = ListItem("Payments API cutover", "Due 2024-06-15 — 5 days overdue")
+ov2 = ListItem("Data migration sign-off", "Due 2024-06-18 — 2 days overdue")
+
+deadlinesSection = ListBlock([dl1, dl2, dl3], "number")
+dl1 = ListItem("Atlas Migration go-live", "2024-06-28 — in 8 days")
+dl2 = ListItem("Payments API release", "2024-06-20 — in 3 days")
+dl3 = ListItem("Insights BI beta", "2024-07-01 — in 12 days")
+
+blockedSection = ListBlock([bl1, bl2, bl3, bl4], "number")
+bl1 = ListItem("PAY-142 Refund flow", "Blocked by vendor API access")
+bl2 = ListItem("ATL-88 Legacy data cleanup", "Blocked awaiting sign-off")
+bl3 = ListItem("MOB-30 Auth SDK upgrade", "Blocked by security review")
+bl4 = ListItem("BI-19 Warehouse schema", "Blocked by data compliance gap")
+
+actions = Buttons([requestPeople, exportBtn, archiveBtn])
+requestPeople = DialogBlock("Request more people", "Staffing request", "Ask for additional headcount on a project", [staffForm], "secondary")
+staffForm = Form("staffing-request", staffButtons, [projField, roleField, countField, notesField])
+projField = FormControl("Project", projSelect)
+projSelect = Select("project", [sp1, sp2, sp3], "Select project")
+sp1 = SelectItem("orion", "Orion CRM")
+sp2 = SelectItem("payments", "Payments API")
+sp3 = SelectItem("mobile", "Mobile Revamp")
+roleField = FormControl("Role needed", roleSelect)
+roleSelect = Select("role", [ro1, ro2, ro3], "Select role")
+ro1 = SelectItem("backend", "Backend Engineer")
+ro2 = SelectItem("qa", "QA Engineer")
+ro3 = SelectItem("data", "Data Engineer")
+countField = FormControl("Headcount", countInput)
+countInput = Input("count", "2", "number")
+notesField = FormControl("Justification", notesArea)
+notesArea = TextArea("notes", "Why is this needed?", 3)
+staffButtons = Buttons([staffSubmit])
+staffSubmit = Button("Submit request", null, "primary")
+
+exportBtn = Button("Export review", null, "secondary")
+archiveBtn = AlertDialogBlock("Archive project", "Archive finished project?", "This moves the selected completed project out of the active portfolio. You can restore it later.", "Archive", "Cancel", "outline")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show mitigation plans for critical risks")
+fu2 = FollowUpItem("Drill into off-track project details")
+fu3 = FollowUpItem("Compare pace to previous quarter")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..2d85d5fe8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r2.txt
@@ -0,0 +1,87 @@
+root = Card([header, summary, quarterSelect, actions, projectsHeader, projects, overdueHeader, overdue, budgetHeader, budget, utilHeader, util, risksHeader, risks, deadlinesHeader, deadlines, paceHeader, pace, blockedHeader, blocked, footerActions])
+
+header = CardHeader("Portfolio Review", "PMO Quarterly Review")
+summary = Callout("info", "Portfolio Health", "On track overall: 7 of 9 projects green, 2 at risk from budget overruns and 3 open blockers.")
+
+quarterSelect = Form("quarter", quarterButtons, [quarterField])
+quarterField = FormControl("View quarter", quarterInput)
+quarterInput = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 2024")
+q1 = SelectItem("q1-2024", "Q1 2024")
+q2 = SelectItem("q2-2024", "Q2 2024")
+q3 = SelectItem("q3-2024", "Q3 2024")
+q4 = SelectItem("q4-2024", "Q4 2024")
+quarterButtons = Buttons([applyQuarter])
+applyQuarter = Button("Apply", null, "secondary")
+
+actions = Buttons([requestPeople, exportBtn, archiveBtn])
+requestPeople = DialogBlock("Request more people", "Request Additional Staff", "Ask for more headcount on a project", [staffForm], "secondary")
+staffForm = Form("staff-request", staffButtons, [staffProject, staffCount, staffRole, staffNotes])
+staffProject = FormControl("Project", staffProjectSelect)
+staffProjectSelect = Select("project", [sp1, sp2, sp3], "Choose project")
+sp1 = SelectItem("apollo", "Apollo Migration")
+sp2 = SelectItem("beacon", "Beacon Mobile")
+sp3 = SelectItem("cirrus", "Cirrus Analytics")
+staffCount = FormControl("Headcount needed", staffCountInput)
+staffCountInput = Input("count", "2", "number")
+staffRole = FormControl("Role", staffRoleInput)
+staffRoleInput = Input("role", "Backend Engineer")
+staffNotes = FormControl("Justification", staffNotesArea)
+staffNotesArea = TextArea("notes", "Why the extra capacity is needed", 3)
+staffButtons = Buttons([staffSubmit, staffCancel])
+staffSubmit = Button("Submit request", null, "primary")
+staffCancel = Button("Cancel", null, "tertiary")
+exportBtn = Button("Export review", null, "secondary")
+archiveBtn = ArchiveDialogPlaceholder
+
+ArchiveDialogPlaceholder = AlertDialogBlock("Archive project", "Archive finished project", "This moves a completed project out of the active portfolio. This cannot be undone.", "Archive", "Cancel", "outline")
+
+projectsHeader = Heading("Active Projects", "h3")
+projects = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Apollo Migration", "Beacon Mobile", "Cirrus Analytics", "Delta Portal", "Echo Payments"])
+projOwner = Col("Owner", ["S. Nguyen", "R. Patel", "L. Gomez", "T. Ford", "M. Chen"])
+projDeadline = Col("Deadline", ["2024-08-15", "2024-09-01", "2024-07-30", "2024-10-10", "2024-08-22"])
+projHealth = Col("Health", ["Green", "At Risk", "Green", "Green", "At Risk"])
+
+overdueHeader = Heading("Overdue Milestones", "h3")
+overdue = Table([ovMilestone, ovProject, ovDue, ovDays])
+ovMilestone = Col("Milestone", ["Data cutover", "Beta signoff", "Vendor contract"])
+ovProject = Col("Project", ["Apollo Migration", "Beacon Mobile", "Echo Payments"])
+ovDue = Col("Due", ["2024-07-05", "2024-07-12", "2024-07-01"])
+ovDays = Col("Days late", [9, 2, 13], "number")
+
+budgetHeader = Heading("Budget: Spent vs Allocated", "h3")
+budget = BarChart(["Apollo", "Beacon", "Cirrus", "Delta", "Echo"], [allocSeries, spentSeries], "grouped", "Project", "USD (000s)")
+allocSeries = Series("Allocated", [800, 450, 300, 600, 500])
+spentSeries = Series("Spent", [740, 470, 210, 320, 520])
+
+utilHeader = Heading("Team Utilization", "h3")
+util = HorizontalBarChart(["Backend", "Frontend", "Design", "QA", "Data"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 78, 65, 88, 95])
+
+risksHeader = Heading("Risks", "h3")
+risks = Table([riskName, riskProject, riskSeverity])
+riskName = Col("Risk", ["Legacy API instability", "Key vendor delay", "Scope creep", "Staff attrition"])
+riskProject = Col("Project", ["Apollo Migration", "Echo Payments", "Beacon Mobile", "Cirrus Analytics"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "Low"])
+
+deadlinesHeader = Heading("Deadlines — Next 2 Weeks", "h3")
+deadlines = ListBlock([dl1, dl2, dl3, dl4])
+dl1 = ListItem("Cirrus Analytics launch", "Due 2024-07-30 · L. Gomez")
+dl2 = ListItem("Apollo data cutover retry", "Due 2024-07-25 · S. Nguyen")
+dl3 = ListItem("Echo security audit", "Due 2024-08-01 · M. Chen")
+dl4 = ListItem("Beacon beta signoff", "Due 2024-07-28 · R. Patel")
+
+paceHeader = Heading("Delivery Pace — Last 6 Sprints", "h3")
+pace = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [paceSeries], "natural", "Sprint", "Story points")
+paceSeries = Series("Completed", [42, 48, 45, 51, 47, 55])
+
+blockedHeader = Heading("Blocked Work Items", "h3")
+blocked = Table([blkItem, blkProject, blkBlocker])
+blkItem = Col("Item", ["Payment reconciliation", "SSO integration", "Dashboard export"])
+blkProject = Col("Project", ["Echo Payments", "Beacon Mobile", "Cirrus Analytics"])
+blkBlocker = Col("Blocked by", ["Vendor API access", "Security review", "Awaiting design"])
+
+footerActions = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show details for at-risk projects")
+f2 = FollowUpItem("Break down budget overruns")
+f3 = FollowUpItem("List all open blockers with owners")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..ccbd8c588
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r3.txt
@@ -0,0 +1,79 @@
+root = Card([header, summary, quarterPicker, actions, projectsTable, overdueMilestones, budgetChart, utilizationChart, risksTable, upcomingDeadlines, deliveryPace, blockedItems, addPeople, archiveProject, followUps])
+
+header = CardHeader("Portfolio Review", "PMO Q2 2024")
+
+summary = Alert("Portfolio health", "8 active projects — 5 on track, 2 at risk, 1 off track; 3 milestones overdue.", "warning")
+
+quarterPicker = Form("quarter-select", quarterButtons, [quarterField])
+quarterField = FormControl("View quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q2 2024")
+q1 = SelectItem("q1-2024", "Q1 2024")
+q2 = SelectItem("q2-2024", "Q2 2024")
+q3 = SelectItem("q3-2024", "Q3 2024")
+q4 = SelectItem("q4-2024", "Q4 2024")
+quarterButtons = Buttons([viewQuarterBtn])
+viewQuarterBtn = Button("View quarter", null, "secondary")
+
+actions = Buttons([exportBtn])
+exportBtn = Button("Export review", null, "primary")
+
+projectsTable = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Apollo CRM", "Orbit Mobile", "Helix Data", "Nova Billing", "Vega Portal"])
+projOwner = Col("Owner", ["S. Okafor", "L. Chen", "M. Patel", "R. Novak", "K. Alvarez"])
+projDeadline = Col("Deadline", ["2024-06-14", "2024-05-30", "2024-07-01", "2024-06-05", "2024-06-28"])
+projHealth = Col("Health", ["On track", "At risk", "On track", "Off track", "On track"])
+
+overdueMilestones = Table([omProject, omMilestone, omDue, omDays])
+omProject = Col("Project", ["Orbit Mobile", "Nova Billing", "Nova Billing"])
+omMilestone = Col("Milestone", ["Beta release", "Payment gateway", "UAT sign-off"])
+omDue = Col("Was due", ["2024-05-10", "2024-04-28", "2024-05-02"])
+omDays = Col("Days late", [12, 24, 20], "number")
+
+budgetChart = BarChart(["Apollo", "Orbit", "Helix", "Nova", "Vega"], [allocSeries, spentSeries], "grouped", "Project", "USD (k)")
+allocSeries = Series("Allocated", [400, 250, 600, 320, 280])
+spentSeries = Series("Spent", [280, 240, 310, 355, 190])
+
+utilizationChart = HorizontalBarChart(["Frontend", "Backend", "Data", "QA", "Design"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 88, 71, 96, 64])
+
+risksTable = Table([riskDesc, riskProject, riskSeverity])
+riskDesc = Col("Risk", ["Vendor API delay", "Key engineer leaving", "Scope creep", "Data migration risk"])
+riskProject = Col("Project", ["Nova Billing", "Orbit Mobile", "Vega Portal", "Helix Data"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "Medium"])
+
+upcomingDeadlines = ListBlock([d1, d2, d3, d4], "number")
+d1 = ListItem("Orbit Mobile — Beta re-release", "Due 2024-05-30 · L. Chen")
+d2 = ListItem("Nova Billing — UAT sign-off", "Due 2024-06-05 · R. Novak")
+d3 = ListItem("Apollo CRM — Integration test", "Due 2024-06-08 · S. Okafor")
+d4 = ListItem("Vega Portal — Design freeze", "Due 2024-06-11 · K. Alvarez")
+
+deliveryPace = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [paceSeries], "natural", "Sprint", "Story points")
+paceSeries = Series("Delivered", [42, 48, 39, 55, 51, 58])
+
+blockedItems = Table([blkItem, blkProject, blkReason])
+blkItem = Col("Item", ["Auth refactor", "Report export", "Schema v2"])
+blkProject = Col("Project", ["Apollo CRM", "Vega Portal", "Helix Data"])
+blkReason = Col("Blocked by", ["Waiting on security review", "Pending vendor fix", "Awaiting infra provisioning"])
+
+addPeople = DialogBlock("Request more people", "Request additional staffing", "Ask for extra headcount for a project", [peopleForm], "secondary")
+peopleForm = Form("request-people", peopleButtons, [rpProject, rpRole, rpCount, rpNotes])
+rpProject = FormControl("Project", rpProjectSelect)
+rpProjectSelect = Select("project", [rpApollo, rpOrbit, rpNova], "Select project")
+rpApollo = SelectItem("apollo", "Apollo CRM")
+rpOrbit = SelectItem("orbit", "Orbit Mobile")
+rpNova = SelectItem("nova", "Nova Billing")
+rpRole = FormControl("Role needed", rpRoleInput)
+rpRoleInput = Input("role", "e.g. Backend Engineer")
+rpCount = FormControl("Headcount", rpCountInput)
+rpCountInput = Input("count", "1", "number")
+rpNotes = FormControl("Justification", rpNotesArea)
+rpNotesArea = TextArea("notes", "Why is this needed?", 3)
+peopleButtons = Buttons([submitPeopleBtn])
+submitPeopleBtn = Button("Submit request", null, "primary")
+
+archiveProject = AlertDialogBlock("Archive completed project", "Archive project", "This will archive the selected finished project and remove it from active review. This cannot be undone.", "Archive", "Cancel", "outline")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show details for the off-track projects")
+fu2 = FollowUpItem("Break down budget overruns by team")
+fu3 = FollowUpItem("Draft a mitigation plan for high-severity risks")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..d1b3ada67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-portfolio__r4.txt
@@ -0,0 +1,77 @@
+root = Card([header, summary, quarterSelect, activeProjects, overdue, budget, utilization, risks, deadlines, pace, blocked, actions])
+
+header = CardHeader("Portfolio Review", "PMO — Q3 2024")
+
+summary = Alert("Portfolio Health", "8 active projects, 2 at risk from overdue milestones and 3 open high-severity risks; delivery pace steady.", "warning")
+
+quarterSelect = Form("quarter-select", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterInput)
+quarterInput = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 2024")
+q1 = SelectItem("q1", "Q1 2024")
+q2 = SelectItem("q2", "Q2 2024")
+q3 = SelectItem("q3", "Q3 2024")
+q4 = SelectItem("q4", "Q4 2024")
+quarterButtons = Buttons([viewQuarterBtn])
+viewQuarterBtn = Button("View quarter", null, "secondary")
+
+activeProjects = Table([apName, apOwner, apDeadline, apHealth])
+apName = Col("Project", ["Apollo Migration", "Beacon Rollout", "Cortex Analytics", "Delta Payments"])
+apOwner = Col("Owner", ["S. Okafor", "M. Lindqvist", "R. Nakamura", "J. Alvarez"])
+apDeadline = Col("Deadline", ["2024-09-30", "2024-08-15", "2024-10-20", "2024-09-05"])
+apHealth = Col("Health", ["On track", "At risk", "On track", "At risk"])
+
+overdue = SectionBlock([overdueSection])
+overdueSection = SectionItem("overdue", "Overdue Milestones", [overdueTable])
+overdueTable = Table([omMilestone, omProject, omDue, omDaysLate])
+omMilestone = Col("Milestone", ["API v2 freeze", "Pilot sign-off", "Vendor contract"])
+omProject = Col("Project", ["Beacon Rollout", "Delta Payments", "Beacon Rollout"])
+omDue = Col("Due", ["2024-07-20", "2024-07-28", "2024-07-10"])
+omDaysLate = Col("Days late", [12, 4, 22], "number")
+
+budget = BarChart(["Apollo", "Beacon", "Cortex", "Delta"], [budgetAlloc, budgetSpent], "grouped", "Project", "USD (k)")
+budgetAlloc = Series("Allocated", [800, 450, 600, 520])
+budgetSpent = Series("Spent", [610, 430, 290, 500])
+
+utilization = HorizontalBarChart(["Platform", "Data", "Payments", "Design", "QA"], [utilSeries], "grouped", "Utilization %", "Team")
+utilSeries = Series("Utilization", [92, 78, 96, 64, 88])
+
+risks = Table([riskName, riskProject, riskSeverity])
+riskName = Col("Risk", ["Vendor dependency", "Data migration gaps", "Compliance review delay", "Key engineer attrition"])
+riskProject = Col("Project", ["Beacon Rollout", "Apollo Migration", "Delta Payments", "Cortex Analytics"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "High"])
+
+deadlines = ListBlock([dl1, dl2, dl3], "number")
+dl1 = ListItem("Pilot sign-off", "Delta Payments — due 2024-08-05")
+dl2 = ListItem("API v2 freeze re-cut", "Beacon Rollout — due 2024-08-08")
+dl3 = ListItem("Analytics beta gate", "Cortex Analytics — due 2024-08-14")
+
+pace = LineChart(["S1", "S2", "S3", "S4", "S5", "S6"], [paceSeries], "natural", "Sprint", "Story points")
+paceSeries = Series("Completed", [42, 48, 45, 51, 49, 54])
+
+blocked = ListBlock([bl1, bl2, bl3])
+bl1 = ListItem("Auth service refactor", "Blocked on vendor SDK — Apollo Migration")
+bl2 = ListItem("Reconciliation job", "Blocked on compliance sign-off — Delta Payments")
+bl3 = ListItem("Dashboard widget set", "Blocked on design tokens — Cortex Analytics")
+
+actions = Buttons([requestPeopleBtn, exportBtn, archiveBtn])
+requestPeopleBtn = DialogBlock("Request more people", "Staffing request", "Request additional headcount for a project", [staffForm], "default")
+staffForm = Form("staffing", staffButtons, [staffProjectField, staffRoleField, staffCountField, staffNoteField])
+staffProjectField = FormControl("Project", staffProjectSelect)
+staffProjectSelect = Select("project", [sp1, sp2, sp3, sp4], "Select project")
+sp1 = SelectItem("apollo", "Apollo Migration")
+sp2 = SelectItem("beacon", "Beacon Rollout")
+sp3 = SelectItem("cortex", "Cortex Analytics")
+sp4 = SelectItem("delta", "Delta Payments")
+staffRoleField = FormControl("Role needed", staffRoleInput)
+staffRoleInput = Input("role", "e.g. Backend Engineer")
+staffCountField = FormControl("Headcount", staffCountInput)
+staffCountInput = Input("count", "2", "number")
+staffNoteField = FormControl("Justification", staffNoteArea)
+staffNoteArea = TextArea("note", "Why is this needed now?", 3)
+staffButtons = Buttons([staffSubmit, staffCancel])
+staffSubmit = Button("Submit request", null, "primary")
+staffCancel = Button("Cancel", null, "tertiary")
+
+exportBtn = Button("Export review", null, "secondary")
+
+archiveBtn = AlertDialogBlock("Archive project", "Archive finished project", "This moves the selected project to the archive and stops it appearing in the active portfolio.", "Archive", "Cancel", "outline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r1.txt
new file mode 100644
index 000000000..da93fd68d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r1.txt
@@ -0,0 +1,47 @@
+root = Card([header, alerts, kpis, capacity, genSplit, plants, outages, forecast, maintenance, regionFocus, curtailment, emissions])
+
+header = CardHeader("Grid Operations Console", "Real-time network status")
+
+alerts = Callout("warning", "Live Alerts", "14:32 — Feeder F-12 tripped in North grid. 14:28 — Frequency deviation 49.91Hz. 14:20 — Plant Ashfield ramping down.")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current Load", "Price / MWh", "Emissions Today"])
+kpiValue = Col("Value", ["38,420 MW", "$62.40", "9,140 tCO₂"])
+
+capacity = Progress(84, "Network Capacity Utilization (38,420 / 45,600 MW)")
+
+genSplit = PieChart(["Natural Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"], [12800, 9600, 6400, 4100, 3200, 2320], "donut")
+
+plants = Table([plantName, plantOutput, plantStatus])
+plantName = Col("Plant", ["Ashfield CCGT", "Brightwater Nuclear", "Cape Wind Farm", "Solaris Array", "Riverdam Hydro", "Old Coal Unit 3"])
+plantOutput = Col("Output (MW)", [4200, 9600, 6400, 4100, 3200, 2320], "number")
+plantStatus = Col("Status", ["Ramping Down", "Online", "Online", "Online", "Online", "Curtailed"])
+
+outages = Table([outageId, outageRegion, outageImpact])
+outageId = Col("Outage", ["F-12 Feeder", "Sub-North 4", "Line L-88"])
+outageRegion = Col("Region", ["North", "North", "Coastal"])
+outageImpact = Col("Affected", ["12,400 homes", "3,100 homes", "Transmission only"])
+
+forecast = LineChart(["00", "03", "06", "09", "12", "15", "18", "21", "24"], [demandSeries], "natural", "Hour", "MW")
+demandSeries = Series("Forecast Demand", [31200, 28900, 30400, 37600, 41200, 40100, 43800, 45200, 39600])
+
+maintenance = ListBlock([maint1, maint2, maint3])
+maint1 = ListItem("Brightwater Nuclear — Unit 2 Inspection", "Scheduled Mar 18–20 · Central region")
+maint2 = ListItem("Sub-West 7 Transformer Swap", "Scheduled Mar 24 · West region")
+maint3 = ListItem("Cape Wind Turbine Servicing", "Scheduled Mar 29 · Coastal region")
+
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus Region", regionSelect)
+regionSelect = Select("region", [regNorth, regSouth, regEast, regWest, regCentral, regCoastal], "Select a region")
+regNorth = SelectItem("north", "North")
+regSouth = SelectItem("south", "South")
+regEast = SelectItem("east", "East")
+regWest = SelectItem("west", "West")
+regCentral = SelectItem("central", "Central")
+regCoastal = SelectItem("coastal", "Coastal")
+regionButtons = Buttons([focusBtn])
+focusBtn = Button("Focus", null, "primary")
+
+curtailment = AlertDialogBlock("Order Curtailment", "Confirm Curtailment Order", "This will reduce generation output and may shed load in the selected region. Confirm to dispatch the order.", "Order Curtailment", "Cancel", "destructive")
+
+emissions = TextCallout("info", "Emissions Today", "9,140 tCO₂ emitted so far · 22% below daily average")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r2.txt
new file mode 100644
index 000000000..7e4dd32f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r2.txt
@@ -0,0 +1,47 @@
+root = Card([header, alerts, kpiRow, capacity, genSplit, plants, outages, forecast, maintenance, controls])
+header = CardHeader("Grid Operations Console", "National Power Network — Live")
+
+alerts = Alert("Frequency deviation on North interconnect", "49.82 Hz detected at 14:03 — automatic reserves engaged", "warning")
+
+kpiRow = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current Load", "Price / MWh", "Emissions Today"])
+kpiValue = Col("Value", ["38,420 MW", "$61.40", "18,240 tCO₂"])
+
+capacity = Progress(83, "Load vs Capacity — 38,420 / 46,000 MW (83%)")
+
+genSplit = PieChart(genLabels, genValues, "donut")
+genLabels = ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"]
+genValues = [12400, 9200, 7800, 4100, 3200, 1720]
+
+plants = Table([plantName, plantOutput, plantStatus])
+plantName = Col("Plant", ["Eastgate Gas", "Fenwood Nuclear", "Ridgeline Wind", "Solara Farm", "Deepdale Hydro", "Kellow Coal"])
+plantOutput = Col("Output (MW)", [4200, 4600, 3900, 2050, 1600, 860], "number")
+plantStatus = Col("Status", ["Online", "Online", "Online", "Curtailed", "Online", "Standby"])
+
+outages = Table([outageAsset, outageRegion, outageStatus])
+outageAsset = Col("Asset", ["Line NW-114", "Substation Hartley", "Kellow Unit 2"])
+outageRegion = Col("Region", ["North West", "Midlands", "South East"])
+outageStatus = Col("Status", ["Fault", "Under repair", "Offline"])
+
+forecast = LineChart(forecastHours, [forecastSeries], "natural", "Hour", "MW")
+forecastHours = ["00", "03", "06", "09", "12", "15", "18", "21", "24"]
+forecastSeries = Series("Forecast Demand", [31200, 29800, 33400, 40100, 42600, 41800, 45200, 43900, 34500])
+
+maintenance = ListBlock([maint1, maint2, maint3], "number")
+maint1 = ListItem("Fenwood Nuclear — Turbine inspection", "Jun 14–16 · Region: East")
+maint2 = ListItem("Ridgeline Wind — Blade servicing", "Jun 21 · Region: North")
+maint3 = ListItem("Deepdale Hydro — Sluice overhaul", "Jun 27–29 · Region: West")
+
+controls = Card([regionFocus, curtailDialog], "clear", "row", "m")
+regionFocus = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect)
+regionSelect = Select("region", [regNW, regMid, regSE, regEast, regWest], "Select a region")
+regNW = SelectItem("nw", "North West")
+regMid = SelectItem("mid", "Midlands")
+regSE = SelectItem("se", "South East")
+regEast = SelectItem("east", "East")
+regWest = SelectItem("west", "West")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus", null, "primary")
+
+curtailDialog = AlertDialogBlock("Order Curtailment", "Order Load Curtailment", "This will reduce dispatch to selected plants and may affect supply. Confirm to proceed.", "Order Curtailment", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r3.txt
new file mode 100644
index 000000000..7ba3aa948
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r3.txt
@@ -0,0 +1,66 @@
+root = Card([header, alerts, kpiRow, capacity, genSplit, plants, outages, forecast, maintenance, controls])
+header = CardHeader("Grid Operations Console", "National transmission network — live")
+
+alerts = Callout("warning", "Live Alerts", "14:32 Frequency dip 49.91Hz on North corridor · 14:29 Plant Aster tripped offline · 14:21 Demand exceeding forecast in East region")
+
+kpiRow = Card([loadKpi, priceKpi, emissionsKpi], "clear", "row", "m")
+loadKpi = Card([loadLabel, loadValue], "sunk", "column", "xs")
+loadLabel = TextContent("Current Load", "small-heavy")
+loadValue = Heading("38.6 GW", "h2")
+priceKpi = Card([priceLabel, priceValue], "sunk", "column", "xs")
+priceLabel = TextContent("Price / MWh", "small-heavy")
+priceValue = Heading("£82.40", "h2")
+emissionsKpi = Card([emLabel, emValue], "sunk", "column", "xs")
+emLabel = TextContent("Emissions Today", "small-heavy")
+emValue = Heading("11,240 tCO₂", "h2")
+
+capacity = Card([capHeader, capProgress, capNote], "sunk", "column", "s")
+capHeader = TextContent("Network Capacity", "large-heavy")
+capProgress = Progress(86, "38.6 GW of 45.0 GW available")
+capNote = TextContent("Operating at 86% of firm capacity — reserve margin 6.4 GW", "small")
+
+genSplit = Card([genHeader, genChart], "clear", "column", "s")
+genHeader = TextContent("Generation Split by Source", "large-heavy")
+genChart = PieChart(genLabels, genValues, "donut")
+genLabels = ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Imports"]
+genValues = [12.8, 8.4, 9.6, 3.2, 2.1, 2.5]
+
+plants = Card([plantsHeader, plantsTable], "clear", "column", "s")
+plantsHeader = TextContent("Plant Output & Status", "large-heavy")
+plantsTable = Table([pName, pOutput, pStatus])
+pName = Col("Plant", ["Ironbridge Gas", "Hinkley Nuclear", "Dogger Wind", "Aster CCGT", "Cruachan Hydro"])
+pOutput = Col("Output (MW)", [4200, 3600, 5100, 0, 900], "number")
+pStatus = Col("Status", ["Online", "Online", "Online", "Tripped", "Ramping"])
+
+outages = Card([outHeader, outList], "clear", "column", "s")
+outHeader = TextContent("Active Outages", "large-heavy")
+outList = ListBlock([out1, out2, out3])
+out1 = ListItem("Aster CCGT — Unit 2", "East region · Unplanned trip · ETR 16:00")
+out2 = ListItem("North interconnector", "North region · Reduced capacity 40%")
+out3 = ListItem("Substation Kelvin", "West region · Planned isolation")
+
+forecast = Card([fcHeader, fcChart], "clear", "column", "s")
+fcHeader = TextContent("Demand Forecast — Next 24h", "large-heavy")
+fcChart = LineChart(fcLabels, [fcSeries], "natural", "Hour", "GW")
+fcLabels = ["00", "03", "06", "09", "12", "15", "18", "21", "24"]
+fcSeries = Series("Demand", [31.2, 28.4, 33.1, 40.2, 42.6, 41.0, 44.8, 39.5, 32.0])
+
+maintenance = Card([mHeader, mTable], "clear", "column", "s")
+mHeader = TextContent("Maintenance Planned This Month", "large-heavy")
+mTable = Table([mAsset, mWindow, mRegion])
+mAsset = Col("Asset", ["Hinkley Unit 1", "Dogger Turbine Row C", "Cruachan Pump"])
+mWindow = Col("Window", ["12–14 Jun", "19 Jun", "26–27 Jun"])
+mRegion = Col("Region", ["South West", "North Sea", "Scotland"])
+
+controls = Card([focusForm, curtailBtn], "sunk", "column", "m")
+focusForm = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filters console to selected region")
+regionSelect = Select("region", [rNorth, rSouth, rEast, rWest, rScot], "All regions")
+rNorth = SelectItem("north", "North")
+rSouth = SelectItem("south", "South West")
+rEast = SelectItem("east", "East")
+rWest = SelectItem("west", "West")
+rScot = SelectItem("scotland", "Scotland")
+focusButtons = Buttons([applyBtn])
+applyBtn = Button("Apply focus", null, "secondary")
+curtailBtn = AlertDialogBlock("Order Curtailment", "Confirm curtailment order", "This will instruct affected generators to reduce output immediately. Confirm to proceed.", "Order curtailment", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r4.txt
new file mode 100644
index 000000000..3512f6805
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-power__r4.txt
@@ -0,0 +1,48 @@
+root = Card([header, alerts, kpis, capacity, genSplit, plants, outages, forecast, maint, focusForm, actions])
+
+header = CardHeader("Power Network Operations Console", "Live grid status — updated every 5s")
+
+alerts = Alert("Frequency deviation", "Grid frequency dipped to 49.8 Hz in the North zone", "warning")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Current Load", "Price per MWh", "Emissions Today"])
+kpiValue = Col("Value", ["38,420 MW", "$62.40", "12,840 tCO₂"])
+
+capacity = Progress(82, "Load vs Capacity (38,420 / 46,900 MW)")
+
+genSplit = PieChart(genLabels, genValues, "donut")
+genLabels = ["Gas", "Nuclear", "Wind", "Solar", "Hydro", "Coal"]
+genValues = [11200, 9600, 7800, 4200, 3600, 2020]
+
+plants = Table([plantName, plantOutput, plantStatus])
+plantName = Col("Plant", ["Rivergate Gas", "Northpoint Nuclear", "Coastal Wind", "Sunfield Solar", "Highdam Hydro", "Ashford Coal"])
+plantOutput = Col("Output (MW)", [11200, 9600, 7800, 4200, 3600, 2020])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Curtailed", "Online", "Ramping Down"])
+
+outages = ListBlock([outage1, outage2, outage3])
+outage1 = ListItem("Feeder 14 fault", "Region: North Valley — 3,200 customers affected")
+outage2 = ListItem("Transformer T7 trip", "Region: East Ridge — 850 customers affected")
+outage3 = ListItem("Line 22 storm damage", "Region: Coastal — 5,400 customers affected")
+
+forecast = LineChart(forecastHours, [demandSeries], "natural", "Hour", "Load (MW)")
+forecastHours = ["00", "02", "04", "06", "08", "10", "12", "14", "16", "18", "20", "22"]
+demandSeries = Series("Forecast Demand", [31200, 29800, 29100, 32400, 37600, 41200, 43800, 44100, 45600, 46200, 42800, 36400])
+
+maint = ListBlock([maint1, maint2, maint3])
+maint1 = ListItem("Northpoint Nuclear — Unit 2 inspection", "Scheduled Mar 12–15")
+maint2 = ListItem("Coastal Wind — Turbine blade service", "Scheduled Mar 20")
+maint3 = ListItem("Highdam Hydro — Spillway maintenance", "Scheduled Mar 26–28")
+
+focusForm = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect)
+regionSelect = Select("region", [regNorth, regEast, regCoastal, regSouth], "Select a region")
+regNorth = SelectItem("north", "North Valley")
+regEast = SelectItem("east", "East Ridge")
+regCoastal = SelectItem("coastal", "Coastal")
+regSouth = SelectItem("south", "South Plains")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus region", null, "primary")
+
+actions = Buttons([curtailBtn, refreshBtn])
+curtailBtn = Button("Order curtailment", null, "primary", "destructive")
+refreshBtn = Button("Refresh grid data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..9677551a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r1.txt
@@ -0,0 +1,50 @@
+root = Card([header, storeSelect, kpis, salesProgress, traffic, weekCompare, bestSellers, promos, registers, staff, outOfStock, returns, reorder])
+header = CardHeader("Store Console — Downtown #12", "Tuesday, June 10")
+storeSelect = Form("switch-store", storeButtons, [storeField])
+storeField = FormControl("View a different store", storePicker)
+storePicker = Select("store", [store12, store08, store21], "Choose a store")
+store12 = SelectItem("12", "Downtown #12")
+store08 = SelectItem("08", "Westside #08")
+store21 = SelectItem("21", "Airport #21")
+storeButtons = Buttons([switchBtn])
+switchBtn = Button("Load store", null, "secondary")
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Sales today", "Target", "Avg basket size", "Returns this week"])
+kpiValue = Col("Value", ["$18,420", "$20,000", "$34.60", "$1,240 (37 items)"])
+salesProgress = Progress(92, "Sales today vs target — 92%")
+traffic = LineChart(["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Foot traffic", [42, 88, 130, 210, 245, 190, 160, 175, 220, 140])
+weekCompare = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales $")
+thisWeek = Series("This week", [16800, 18420, 0, 0, 0, 0, 0])
+lastWeek = Series("Last week", [15200, 17100, 16400, 17800, 21300, 24900, 19800])
+bestSellers = Table([bsItem, bsUnits])
+bsItem = Col("Best seller", ["Cold Brew 16oz", "Turkey Sandwich", "Trail Mix", "Sparkling Water"])
+bsUnits = Col("Units", [142, 118, 96, 84], "number")
+promos = Table([promoName, promoTarget, promoActual, promoStatus])
+promoName = Col("Promotion", ["Summer BOGO", "Loyalty 2x Points", "Lunch Combo -15%"])
+promoTarget = Col("Target units", [200, 150, 300], "number")
+promoActual = Col("Actual units", [176, 190, 240], "number")
+promoStatus = Col("Status", ["On track", "Exceeding", "Behind"])
+registers = Table([regId, regStatus, regCashier])
+regId = Col("Register", ["R1", "R2", "R3", "R4"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+regCashier = Col("Cashier", ["Maya", "Devin", "—", "Priya"])
+staff = ListBlock([shift1, shift2, shift3, shift4], "number")
+shift1 = ListItem("Maya Chen", "Cashier — 8:00a–4:00p")
+shift2 = ListItem("Devin Ross", "Cashier — 9:00a–5:00p")
+shift3 = ListItem("Priya Nair", "Floor lead — 10:00a–6:00p")
+shift4 = ListItem("Tomas Vega", "Stock — 7:00a–3:00p")
+outOfStock = Table([oosItem, oosSince])
+oosItem = Col("Out of stock", ["Oat Milk 1L", "Protein Bar - Choc", "Reusable Bag"])
+oosSince = Col("Out since", ["Mon 3p", "Tue 9a", "Tue 11a"])
+returns = Alert("37 returns this week", "$1,240 total — up 8% vs last week", "warning")
+reorder = Form("reorder", reorderButtons, [reorderItem, reorderQty])
+reorderItem = FormControl("Reorder item", reorderSelect)
+reorderSelect = Select("item", [ro1, ro2, ro3], "Select an item")
+ro1 = SelectItem("oat-milk", "Oat Milk 1L")
+ro2 = SelectItem("protein-bar", "Protein Bar - Choc")
+ro3 = SelectItem("reusable-bag", "Reusable Bag")
+reorderQty = FormControl("Quantity", reorderInput)
+reorderInput = Input("qty", "24", "number")
+reorderButtons = Buttons([reorderBtn])
+reorderBtn = Button("Place reorder", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..6d1bc274e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r2.txt
@@ -0,0 +1,60 @@
+root = Card([header, storeSwitcher, salesProgress, basketSize, trafficChart, weekCompare, bestSellers, promoChart, registers, staff, outOfStock, returns, reorderForm, followUp])
+
+header = CardHeader("Store Console — Downtown", "Today's operations at a glance")
+
+storeSwitcher = Form("store-switch", switchButtons, [storeField])
+storeField = FormControl("View store", storeSelect)
+storeSelect = Select("store", [storeA, storeB, storeC], "Choose a store", null, "downtown")
+storeA = SelectItem("downtown", "Downtown")
+storeB = SelectItem("uptown", "Uptown")
+storeC = SelectItem("mall", "Mall Plaza")
+switchButtons = Buttons([switchBtn])
+switchBtn = Button("View store", null, "secondary")
+
+salesProgress = Progress(78, "Sales today: $15,600 of $20,000 target")
+
+basketSize = Callout("info", "Average Basket Size", "$42.30 per transaction today (368 transactions)")
+
+trafficChart = LineChart(["8am", "10am", "12pm", "2pm", "4pm", "6pm", "8pm"], [trafficSeries], "natural", "Time", "Visitors")
+trafficSeries = Series("Foot Traffic", [40, 95, 180, 150, 130, 210, 160])
+
+weekCompare = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales $")
+thisWeek = Series("This Week", [15600, 14200, 13800, 16100, 18900, 22400, 19800])
+lastWeek = Series("Last Week", [14100, 13500, 14000, 15200, 17600, 21000, 18700])
+
+bestSellers = Table([bsName, bsUnits])
+bsName = Col("Best Seller", ["Cold Brew 16oz", "Blueberry Muffin", "Almond Croissant", "House Blend Bag", "Iced Latte"])
+bsUnits = Col("Units Sold", [142, 118, 96, 74, 63], "number")
+
+promoChart = HorizontalBarChart(["BOGO Pastries", "20% Off Bags", "Happy Hour Drinks", "Loyalty Double Points"], [promoSeries], "grouped", "Redemptions", "Promotion")
+promoSeries = Series("Redemptions", [210, 95, 340, 180])
+
+registers = Table([regId, regStatus])
+regId = Col("Register", ["Reg 1", "Reg 2", "Reg 3", "Reg 4"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+
+staff = ListBlock([staff1, staff2, staff3, staff4], "number")
+staff1 = ListItem("Maria Lopez", "Shift Lead · 7am–3pm")
+staff2 = ListItem("James Chen", "Barista · 8am–4pm")
+staff3 = ListItem("Priya Nair", "Cashier · 10am–6pm")
+staff4 = ListItem("Tom Byrne", "Cashier · 2pm–10pm")
+
+outOfStock = Alert("Out of Stock", "Oat Milk 1L, Pumpkin Spice Syrup, and Ceramic Mug 12oz are out of stock", "destructive")
+
+returns = TextCallout("warning", "Returns This Week", "24 returns totaling $980 — up 6% from last week")
+
+reorderForm = Form("reorder", reorderButtons, [reorderItem, reorderQty])
+reorderItem = FormControl("Item to reorder", reorderSelect)
+reorderSelect = Select("item", [ri1, ri2, ri3], "Select an item")
+ri1 = SelectItem("oat-milk", "Oat Milk 1L")
+ri2 = SelectItem("pumpkin-syrup", "Pumpkin Spice Syrup")
+ri3 = SelectItem("mug-12oz", "Ceramic Mug 12oz")
+reorderQty = FormControl("Quantity", qtyInput)
+qtyInput = Input("qty", "24", "number")
+reorderButtons = Buttons([reorderBtn])
+reorderBtn = Button("Place reorder", null, "primary")
+
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show hourly sales breakdown")
+fu2 = FollowUpItem("Compare with all stores")
+fu3 = FollowUpItem("Forecast tomorrow's traffic")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..c3a53bc17
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r3.txt
@@ -0,0 +1,77 @@
+root = Card([header, storeSelect, salesRow, traffic, weekCompare, bestSellers, promos, stockAndReturns, staffAndRegisters, reorder])
+
+header = CardHeader("Store Console", "Downtown #142 — Today")
+
+storeSelect = Form("store-picker", storeButtons, [storeField])
+storeField = FormControl("Viewing store", storeDropdown)
+storeDropdown = Select("store", [storeA, storeB, storeC], "Choose a store", null, "downtown-142")
+storeA = SelectItem("downtown-142", "Downtown #142")
+storeB = SelectItem("uptown-088", "Uptown #088")
+storeC = SelectItem("harbor-215", "Harbor #215")
+storeButtons = Buttons([viewStoreBtn])
+viewStoreBtn = Button("View store", null, "primary")
+
+salesRow = Card([salesProgress, basketCallout], "sunk", "column", "m")
+salesProgress = Progress(78, "Sales today: $23,400 of $30,000 target")
+basketCallout = TextCallout("info", "Average basket size", "$41.20 across 568 transactions")
+
+traffic = Card([trafficHeader, trafficChart], "clear", "column", "s")
+trafficHeader = Heading("Foot Traffic Today", "h3")
+trafficChart = AreaChart(["8a", "10a", "12p", "2p", "4p", "6p", "8p"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [42, 96, 168, 140, 155, 210, 130])
+
+weekCompare = Card([weekHeader, weekChart], "clear", "column", "s")
+weekHeader = Heading("This Week vs Last Week", "h3")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Sales $")
+thisWeek = Series("This week", [3100, 3400, 3600, 3900, 5200, 6800, 4200])
+lastWeek = Series("Last week", [2900, 3200, 3300, 3700, 4900, 6100, 4000])
+
+bestSellers = Card([bestHeader, bestTable], "clear", "column", "s")
+bestHeader = Heading("Best Sellers", "h3")
+bestTable = Table([bestName, bestUnits])
+bestName = Col("Item", ["Cold Brew 16oz", "House Blend Bag", "Almond Croissant", "Ceramic Mug", "Oat Milk Latte"])
+bestUnits = Col("Units", [212, 168, 141, 98, 87], "number")
+
+promos = Card([promoHeader, promoTable], "clear", "column", "s")
+promoHeader = Heading("Running Promotions", "h3")
+promoTable = Table([promoName, promoRedeem, promoLift])
+promoName = Col("Promotion", ["BOGO Pastries", "20% Off Beans", "Loyalty Double Points"])
+promoRedeem = Col("Redemptions", [340, 210, 512], "number")
+promoLift = Col("Sales Lift", ["+12%", "+8%", "+15%"])
+
+stockAndReturns = Card([stockCard, returnsCard], "clear", "row", "m")
+stockCard = Card([stockHeader, stockList], "sunk", "column", "s")
+stockHeader = Heading("Out of Stock", "h4")
+stockList = ListBlock([stockItem1, stockItem2, stockItem3])
+stockItem1 = ListItem("Vanilla Syrup", "0 units — reorder needed")
+stockItem2 = ListItem("Large Cups", "0 units — reorder needed")
+stockItem3 = ListItem("Blueberry Muffin", "0 units — reorder needed")
+returnsCard = Card([returnsHeader, returnsProgress, returnsText], "sunk", "column", "s")
+returnsHeader = Heading("Returns This Week", "h4")
+returnsProgress = Progress(23, "42 returns of 180 flagged limit")
+returnsText = TextContent("Return value: $860 across 42 transactions", "small")
+
+staffAndRegisters = Card([staffCard, registerCard], "clear", "row", "m")
+staffCard = Card([staffHeader, staffList], "sunk", "column", "s")
+staffHeader = Heading("On Shift Today", "h4")
+staffList = ListBlock([staff1, staff2, staff3, staff4])
+staff1 = ListItem("Maria Lopez", "Shift Lead — 7a-3p")
+staff2 = ListItem("Devon Carter", "Barista — 7a-3p")
+staff3 = ListItem("Aisha Khan", "Cashier — 11a-7p")
+staff4 = ListItem("Tom Reyes", "Barista — 12p-8p")
+registerCard = Card([registerHeader, registerTable], "sunk", "column", "s")
+registerHeader = Heading("Registers", "h4")
+registerTable = Table([regName, regStatus])
+regName = Col("Register", ["Reg 1", "Reg 2", "Reg 3", "Reg 4"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+
+reorder = Form("reorder-item", reorderButtons, [reorderField, qtyField])
+reorderField = FormControl("Item to reorder", reorderSelect)
+reorderSelect = Select("item", [reorderA, reorderB, reorderC], "Choose an item")
+reorderA = SelectItem("vanilla-syrup", "Vanilla Syrup")
+reorderB = SelectItem("large-cups", "Large Cups")
+reorderC = SelectItem("blueberry-muffin", "Blueberry Muffin")
+qtyField = FormControl("Quantity", qtyInput)
+qtyInput = Input("qty", "24", "number")
+reorderButtons = Buttons([reorderBtn])
+reorderBtn = Button("Place reorder", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..3daa18551
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-retail__r4.txt
@@ -0,0 +1,80 @@
+root = Card([header, storeSelect, kpiRow, traffic, bestSellers, stockAndStaff, promos, registers, weekCompare, returns, reorder, followUps])
+
+header = CardHeader("Riverside Store — Daily Console", "Tuesday, June 10")
+
+storeSelect = Form("store-switch", storeButtons, [storeField])
+storeField = FormControl("Viewing store", storePick)
+storePick = Select("store", [store1, store2, store3], "Riverside", null, "riverside")
+store1 = SelectItem("riverside", "Riverside")
+store2 = SelectItem("downtown", "Downtown")
+store3 = SelectItem("eastgate", "Eastgate")
+storeButtons = Buttons([switchBtn])
+switchBtn = Button("View store", null, "secondary")
+
+kpiRow = Card([salesCard, basketCard], "clear", "row", "m")
+salesCard = Card([salesHead, salesProg], "sunk")
+salesHead = CardHeader("Sales Today", "$8,420 of $10,000 target")
+salesProg = Progress(84, "84% of daily target")
+basketCard = Card([basketHead, basketVal], "sunk")
+basketHead = CardHeader("Average Basket Size", "Today")
+basketVal = TextContent("**$37.60** across 224 transactions", "large-heavy")
+
+traffic = AreaChart(["8a","10a","12p","2p","4p","6p","8p"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Foot Traffic", [42, 118, 205, 164, 190, 248, 132])
+
+bestSellers = Table([bsName, bsUnits])
+bsName = Col("Best Seller", ["Cold Brew 500ml", "Trail Mix Bag", "Sparkling Water 6pk", "Protein Bar", "Fresh Bagels"])
+bsUnits = Col("Units", [186, 142, 118, 97, 84], "number")
+
+stockAndStaff = Card([outOfStock, onShift], "clear", "row", "m")
+
+outOfStock = Card([oosHead, oosList], "sunk")
+oosHead = CardHeader("Out of Stock", "4 items")
+oosList = ListBlock([oos1, oos2, oos3, oos4])
+oos1 = ListItem("Oat Milk 1L", "Last sold 9:15a")
+oos2 = ListItem("Sourdough Loaf", "Sold out midday")
+oos3 = ListItem("Greek Yogurt 4pk", "Out since open")
+oos4 = ListItem("Sports Drink Blue", "Awaiting delivery")
+
+onShift = Card([shiftHead, shiftList], "sunk")
+shiftHead = CardHeader("On Shift Today", "5 staff")
+shiftList = ListBlock([sh1, sh2, sh3, sh4, sh5])
+sh1 = ListItem("Maria Lopez", "Manager · 7a–3p")
+sh2 = ListItem("James Cole", "Cashier · 8a–4p")
+sh3 = ListItem("Priya Nair", "Floor · 9a–5p")
+sh4 = ListItem("Tom Becker", "Stock · 10a–6p")
+sh5 = ListItem("Ella Ruiz", "Cashier · 2p–10p")
+
+promos = BarChart(["BOGO Snacks", "10% Beverages", "Bakery Bundle", "Loyalty x2"], [promoRedeemed, promoTarget], "grouped", "Promotion", "Redemptions")
+promoRedeemed = Series("Redeemed", [312, 204, 88, 156])
+promoTarget = Series("Target", [300, 250, 150, 200])
+
+registers = Table([regId, regStatus, regCashier])
+regId = Col("Register", ["R1", "R2", "R3", "R4"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+regCashier = Col("Cashier", ["James Cole", "Ella Ruiz", "—", "Maria Lopez"])
+
+weekCompare = LineChart(["Mon","Tue","Wed","Thu","Fri","Sat","Sun"], [thisWeek, lastWeek], "natural", "Day", "Sales $")
+thisWeek = Series("This Week", [7200, 8420, 0, 0, 0, 0, 0])
+lastWeek = Series("Last Week", [6800, 7100, 7900, 8300, 9100, 11200, 9500])
+
+returns = Card([returnsHead, returnsVal], "sunk")
+returnsHead = CardHeader("Returns This Week", "Mon–Tue so far")
+returnsVal = TextContent("**38 items** returned · $1,240 refunded", "large-heavy")
+
+reorder = Form("reorder", reorderButtons, [reorderItem, reorderQty])
+reorderItem = FormControl("Item to reorder", reorderPick)
+reorderPick = Select("item", [ri1, ri2, ri3, ri4], "Select item")
+ri1 = SelectItem("oatmilk", "Oat Milk 1L")
+ri2 = SelectItem("sourdough", "Sourdough Loaf")
+ri3 = SelectItem("yogurt", "Greek Yogurt 4pk")
+ri4 = SelectItem("sports", "Sports Drink Blue")
+reorderQty = FormControl("Quantity (cases)", qtyInput)
+qtyInput = Input("qty", "e.g. 12", "number")
+reorderButtons = Buttons([reorderBtn])
+reorderBtn = Button("Place reorder", null, "primary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show hourly sales breakdown")
+fu2 = FollowUpItem("Compare all stores today")
+fu3 = FollowUpItem("List all low-stock items")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..8a7171fe0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r1.txt
@@ -0,0 +1,52 @@
+root = Card([header, kpis, periodForm, trend, planSplit, topCustomers, atRisk, failedPayments, featureAdoption, seatUtil, inviteAdmin])
+
+header = CardHeader("Admin Overview", "Company health at a glance")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["MRR", "ARR", "Churn (this month)", "NPS"])
+kpiValue = Col("Value", ["$248,600", "$2,983,200", "2.4%", "62"])
+
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [periodMonth, periodQuarter, periodYear], "Select period")
+periodMonth = SelectItem("month", "This month")
+periodQuarter = SelectItem("quarter", "This quarter")
+periodYear = SelectItem("year", "This year")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply", null, "primary")
+
+trend = AreaChart(["Days 1-30", "Days 31-60", "Days 61-90"], [signupSeries], "natural", "Period", "New signups")
+signupSeries = Series("New signups", [312, 428, 501])
+
+planSplit = PieChart(["Starter", "Growth", "Enterprise"], [640, 380, 92], "donut")
+
+topCustomers = Table([custName, custSeats, custSpend])
+custName = Col("Customer", ["Acme Corp", "Globex", "Initech", "Umbrella", "Stark Industries", "Wayne Enterprises", "Hooli", "Wonka Ltd", "Cyberdyne", "Soylent Co"])
+custSeats = Col("Seats", [420, 380, 310, 295, 260, 240, 205, 180, 165, 150], "number")
+custSpend = Col("Annual spend", ["$180,000", "$162,000", "$138,000", "$121,000", "$110,000", "$98,000", "$84,000", "$72,000", "$66,000", "$60,000"])
+
+atRisk = ListBlock([risk1, risk2, risk3])
+risk1 = ListItem("Globex", "Usage down 40% over 30 days")
+risk2 = ListItem("Initech", "Support tickets unresolved for 14+ days")
+risk3 = ListItem("Cyberdyne", "Executive sponsor left the company")
+
+failedPayments = Table([payCustomer, payAmount, payRetry])
+payCustomer = Col("Customer", ["Wonka Ltd", "Soylent Co", "Hooli"])
+payAmount = Col("Amount", ["$6,000", "$5,000", "$7,000"])
+payRetry = Col("Action", ["Retry", "Retry", "Retry"], "action")
+
+featureAdoption = HorizontalBarChart(["AI Insights", "Bulk Export", "SSO Login"], [adoptionSeries], "grouped", "Adoption %", "Feature")
+adoptionSeries = Series("Adoption", [48, 34, 71])
+
+seatUtil = Progress(78, "Seat utilization (78% of purchased seats active)")
+
+inviteAdmin = DialogBlock("Invite admin", "Invite another admin", "Send an invitation to grant admin access", [inviteForm])
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("email", "admin@company.com", "email")
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleFull, roleBilling], "Select role")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+inviteButtons = Buttons([sendInvite])
+sendInvite = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..89b00f33a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r2.txt
@@ -0,0 +1,62 @@
+root = Card([header, period, kpis, sep1, trend, planSplit, topCustomers, sep2, atRisk, failedPayments, sep3, featureAdoption, npsSeat, sep4, inviteAdmin])
+
+header = CardHeader("Admin Overview", "Company-wide metrics and controls")
+
+period = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [pMonth, pQuarter, pYear], "Select period")
+pMonth = SelectItem("month", "This month")
+pQuarter = SelectItem("quarter", "This quarter")
+pYear = SelectItem("year", "This year")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply", null, "primary", "normal", "small")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["MRR", "ARR", "Churn (this month)", "Current NPS"])
+kpiValue = Col("Value", ["$248,900", "$2,986,800", "2.4%", "52"])
+
+sep1 = Separator("horizontal")
+
+trend = AreaChart(["Day 1", "Day 15", "Day 30", "Day 45", "Day 60", "Day 75", "Day 90"], [signupSeries], "natural", "Past 90 days", "New signups")
+signupSeries = Series("New signups", [42, 58, 71, 66, 89, 94, 112])
+
+planSplit = PieChart(["Starter", "Growth", "Business", "Enterprise"], [520, 340, 180, 62], "donut")
+
+topCustomers = Table([tcName, tcSeats, tcSpend])
+tcName = Col("Customer", ["Acme Corp", "Globex", "Initech", "Umbrella", "Stark Ind.", "Wayne Ent.", "Hooli", "Pied Piper", "Vandelay", "Cyberdyne"])
+tcSeats = Col("Seats", [420, 380, 310, 290, 265, 240, 215, 190, 175, 160], "number")
+tcSpend = Col("Annual Spend", ["$180,000", "$164,000", "$132,000", "$121,000", "$110,000", "$99,500", "$88,000", "$79,000", "$72,000", "$66,500"])
+
+sep2 = Separator("horizontal")
+
+atRisk = ListBlock([riskAcme, riskWayne, riskHooli], "number")
+riskAcme = ListItem("Acme Corp", "Login activity down 60% over 30 days")
+riskWayne = ListItem("Wayne Ent.", "Renewal in 21 days, no exec engagement")
+riskHooli = ListItem("Hooli", "Two support escalations unresolved")
+
+failedPayments = Table([fpCustomer, fpAmount, fpAction])
+fpCustomer = Col("Customer", ["Vandelay", "Cyberdyne", "Initech"])
+fpAmount = Col("Amount", ["$6,000", "$5,540", "$11,000"])
+fpAction = Col("Action", ["Retry", "Retry", "Retry"], "action")
+
+sep3 = Separator("horizontal")
+
+featureAdoption = BarChart(["AI Insights", "Bulk Export", "SSO v2"], [adoptSeries], "grouped", "Feature", "Adoption %")
+adoptSeries = Series("Adoption %", [38, 61, 24])
+
+npsSeat = Card([npsProgress, seatProgress], "sunk", "column", "m")
+npsProgress = Progress(52, "Current NPS: 52")
+seatProgress = Progress(78, "Seat utilization: 78% (1,942 / 2,490 seats)")
+
+sep4 = Separator("horizontal")
+
+inviteAdmin = Form("invite-admin", inviteButtons, [inviteEmail, inviteRole])
+inviteEmail = FormControl("Admin email", inviteEmailInput, "They will receive an invite link")
+inviteEmailInput = Input("email", "name@company.com", "email")
+inviteRole = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleFull, roleBilling, roleReadonly], "Select role")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleReadonly = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([sendInvite])
+sendInvite = Button("Send invite", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..c54c745df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r3.txt
@@ -0,0 +1,66 @@
+root = Card([header, periodControl, kpis, sep1, signups, planSplit, topCustomers, sep2, atRisk, failedPayments, sep3, adoption, npsProgress, seatUtil, sep4, inviteAdmin])
+
+header = CardHeader("Admin Overview", "Company-wide metrics and account health")
+
+periodControl = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [pMonth, pQuarter, pYear], "Select period")
+pMonth = SelectItem("month", "This month")
+pQuarter = SelectItem("quarter", "This quarter")
+pYear = SelectItem("year", "This year")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply", null, "primary")
+
+kpis = Table([kpiName, kpiValue, kpiChange])
+kpiName = Col("Metric", ["MRR", "ARR", "Churn (this month)", "Current NPS"])
+kpiValue = Col("Value", ["$248,300", "$2,979,600", "2.3%", "54"])
+kpiChange = Col("Change", ["+4.1%", "+3.8%", "-0.4%", "+6"])
+
+sep1 = Separator("horizontal")
+
+signups = AreaChart(["Day 1", "Day 15", "Day 30", "Day 45", "Day 60", "Day 75", "Day 90"], [signupSeries], "natural", "Past 90 days", "New signups")
+signupSeries = Series("Signups", [82, 96, 74, 110, 128, 141, 137])
+
+planSplit = PieChart(["Starter", "Growth", "Business", "Enterprise"], [412, 286, 158, 47], "donut")
+
+topCustomers = Table([custName, custSeats, custSpend])
+custName = Col("Customer", ["Northwind Corp", "Acme Industries", "Globex", "Initech", "Umbrella LLC", "Hooli", "Stark Systems", "Wayne Group", "Soylent Co", "Massive Dynamic"])
+custSeats = Col("Seats", [420, 385, 340, 310, 290, 265, 240, 220, 205, 190], "number")
+custSpend = Col("Annual Spend", ["$96,000", "$88,400", "$79,200", "$72,500", "$66,800", "$61,000", "$55,200", "$50,600", "$47,100", "$43,700"])
+
+sep2 = Separator("horizontal")
+
+atRisk = ListBlock([risk1, risk2, risk3, risk4])
+risk1 = ListItem("Initech", "Usage down 38% over last 30 days")
+risk2 = ListItem("Umbrella LLC", "Renewal in 12 days, no exec sponsor")
+risk3 = ListItem("Soylent Co", "3 open support escalations")
+risk4 = ListItem("Hooli", "Login activity dropped to near zero")
+
+failedPayments = Table([fpCustomer, fpAmount, fpReason, fpAction])
+fpCustomer = Col("Customer", ["Globex", "Wayne Group", "Massive Dynamic"])
+fpAmount = Col("Amount", ["$6,600", "$4,200", "$3,640"])
+fpReason = Col("Reason", ["Card expired", "Insufficient funds", "Declined by bank"])
+fpAction = Col("Action", ["Retry", "Retry", "Retry"], "action")
+
+sep3 = Separator("horizontal")
+
+adoption = BarChart(["Smart Dashboards", "Audit Logs", "SSO Provisioning"], [adoptSeries], "grouped", "Feature", "% adopted")
+adoptSeries = Series("Adoption", [46, 31, 22])
+
+npsProgress = Progress(54, "Net Promoter Score: 54")
+
+seatUtil = Progress(78, "Seat utilization: 78% (7,410 of 9,500 seats)")
+
+sep4 = Separator("horizontal")
+
+inviteAdmin = DialogBlock("Invite admin", "Invite another admin", "Send an invitation to grant admin access", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email address", inviteEmailInput, "They'll receive an invite link")
+inviteEmailInput = Input("email", "admin@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleFull, roleBilling], "Select role")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invite", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..3cb8a3ed7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b4-saas__r4.txt
@@ -0,0 +1,56 @@
+root = Card([header, periodControls, kpis, signupsSection, planSplit, topCustomers, atRisk, failedPayments, featureAdoption, npsSection, seatSection, inviteSection])
+
+header = CardHeader("Admin Overview", "Company health at a glance")
+
+periodControls = Form("period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Changes all metrics below")
+periodSelect = Select("period", [pWeek, pMonth, pQuarter, pYear], "This month")
+pWeek = SelectItem("week", "This week")
+pMonth = SelectItem("month", "This month")
+pQuarter = SelectItem("quarter", "This quarter")
+pYear = SelectItem("year", "This year")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn (this month)", "Current NPS"])
+kpiValue = Col("Value", ["$482,300", "$5,787,600", "2.4%", "58"])
+kpiChange = Col("Change", ["+6.1%", "+7.4%", "+0.3%", "+4"])
+
+signupsSection = AreaChart(["Days 1-15", "16-30", "31-45", "46-60", "61-75", "76-90"], [signupSeries], "natural", "Past 90 days", "New signups")
+signupSeries = Series("New signups", [180, 210, 195, 240, 265, 310])
+
+planSplit = PieChart(["Starter", "Growth", "Business", "Enterprise"], [1420, 860, 340, 95], "donut")
+
+topCustomers = Table([tcName, tcSeats, tcSpend])
+tcName = Col("Customer", ["Acme Corp", "Globex", "Initech", "Umbrella", "Soylent", "Hooli", "Stark Ind", "Wayne Ent", "Cyberdyne", "Vehement"])
+tcSeats = Col("Seats", [420, 385, 310, 295, 260, 240, 210, 190, 175, 160], "number")
+tcSpend = Col("Annual Spend", ["$142,000", "$128,500", "$104,200", "$98,000", "$86,400", "$79,900", "$70,000", "$63,300", "$58,100", "$52,000"])
+
+atRisk = Table([arName, arReason, arRisk])
+arName = Col("Account", ["Nakatomi Trading", "Pied Piper", "Dunder Mifflin", "Prestige Worldwide"])
+arReason = Col("Reason", ["Usage down 40% MoM", "Champion left company", "Support tickets spiking", "Contract renewal overdue"])
+arRisk = Col("Risk", ["High", "High", "Medium", "Medium"])
+
+failedPayments = Table([fpCustomer, fpAmount, fpAction])
+fpCustomer = Col("Customer", ["Globex", "Soylent", "Vehement", "Cyberdyne"])
+fpAmount = Col("Amount", ["$128,500", "$86,400", "$52,000", "$58,100"])
+fpAction = Col("Action", ["Retry", "Retry", "Retry", "Retry"], "action")
+
+featureAdoption = HorizontalBarChart(["AI Insights", "Bulk Export", "Team Roles"], [adoptionSeries], "grouped", "Adoption %", "Feature")
+adoptionSeries = Series("Adoption", [42, 68, 31])
+
+npsSection = Progress(58, "Current NPS: 58 (Great)")
+
+seatSection = Progress(74, "Seat utilization: 3,240 of 4,380 seats active (74%)")
+
+inviteSection = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Admin email", inviteEmailInput, "They will receive an invitation link")
+inviteEmailInput = Input("email", "name@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleReadonly], "Full admin")
+roleAdmin = SelectItem("admin", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleReadonly = SelectItem("readonly", "Read-only")
+inviteButtons = Buttons([sendInvite])
+sendInvite = Button("Send invitation", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r1.txt
new file mode 100644
index 000000000..7250231b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r1.txt
@@ -0,0 +1,141 @@
+root = Card([header, weather, focus, congestionSection, transit, airQuality, energy, water, incidents, emergency, parking, events, reports, backlog, roadworks, maintenance, actions])
+
+header = CardHeader("City Operations Center", "Live status — Metro region")
+
+weather = Callout("info", "Current Weather", "18°C, partly cloudy. Wind 12 km/h NW. Humidity 64%. No active advisories.")
+
+focus = Form("district-focus", focusButtons, [focusField])
+focusField = FormControl("Focus district", focusSelect, "View metrics for a single district")
+focusSelect = Select("district", [dCentral, dNorth, dSouth, dEast, dWest], "All districts")
+dCentral = SelectItem("central", "Central")
+dNorth = SelectItem("north", "North")
+dSouth = SelectItem("south", "South")
+dEast = SelectItem("east", "East")
+dWest = SelectItem("west", "West")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Apply focus", null, "primary")
+
+congestionSection = Card([congestionHeading, congestionNow, congestionChart], "sunk")
+congestionHeading = Heading("Congestion Right Now", "h3")
+congestionNow = Progress(72, "Network congestion index (72%)")
+congestionChart = HorizontalBarChart(["Central", "North", "South", "East", "West"], [congestionSeries], "grouped", "Congestion %", "District")
+congestionSeries = Series("Congestion", [88, 54, 61, 43, 70])
+
+transit = Card([transitHeading, transitChart], "sunk")
+transitHeading = Heading("Transit Punctuality", "h3")
+transitChart = BarChart(["Bus", "Metro", "Tram", "Rail"], [onTimeSeries], "grouped", "Mode", "On-time %")
+onTimeSeries = Series("On-time %", [82, 94, 88, 79])
+
+airQuality = Card([airHeading, airChart], "sunk")
+airHeading = Heading("Air Quality by District", "h3")
+airChart = HorizontalBarChart(["Central", "North", "South", "East", "West"], [aqiSeries], "grouped", "AQI", "District")
+aqiSeries = Series("AQI", [96, 42, 58, 71, 63])
+
+energy = Card([energyHeading, energyChart], "sunk")
+energyHeading = Heading("Energy Use — Past Week", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Consumption", [412, 398, 421, 434, 448, 380, 366])
+
+water = Card([waterHeading, waterProgress], "sunk")
+waterHeading = Heading("Water Use Today", "h3")
+waterProgress = Progress(58, "412 ML of 710 ML daily capacity (58%)")
+
+incidents = Card([incidentsHeading, incidentsTable], "sunk")
+incidentsHeading = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incLoc, incType, incSev])
+incId = Col("ID", ["INC-1042", "INC-1043", "INC-1047", "INC-1051"])
+incLoc = Col("Location", ["5th & Main, Central", "River Bridge, North", "Depot Rd, South", "Harbor St, East"])
+incType = Col("Type", ["Collision", "Flooding", "Fire alarm", "Power outage"])
+incSev = Col("Severity", ["High", "Critical", "Medium", "High"])
+
+emergency = Card([emergencyHeading, emergencyTable], "sunk")
+emergencyHeading = Heading("Emergency Vehicle Deployment", "h3")
+emergencyTable = Table([evUnit, evType, evLoc, evStatus])
+evUnit = Col("Unit", ["ENG-3", "AMB-7", "PD-12", "HAZ-1"])
+evType = Col("Type", ["Fire engine", "Ambulance", "Patrol", "Hazmat"])
+evLoc = Col("Location", ["River Bridge, North", "5th & Main, Central", "Harbor St, East", "Depot Rd, South"])
+evStatus = Col("Status", ["On scene", "En route", "Patrolling", "Standby"])
+
+parking = Card([parkingHeading, parkingChart], "sunk")
+parkingHeading = Heading("Downtown Parking Availability", "h3")
+parkingChart = BarChart(["Lot A", "Lot B", "Garage C", "Street"], [spacesSeries], "grouped", "Zone", "Free spaces")
+spacesSeries = Series("Free spaces", [42, 8, 130, 21])
+
+events = Card([eventsHeading, eventsList], "sunk")
+eventsHeading = Heading("Public Events This Weekend", "h3")
+eventsList = ListBlock([ev1, ev2, ev3], "number")
+ev1 = ListItem("Harbor Festival", "Sat 10:00 — East waterfront, 20k expected")
+ev2 = ListItem("Central Marathon", "Sun 07:00 — Downtown loop, road closures")
+ev3 = ListItem("Night Market", "Sat 18:00 — North plaza, 5k expected")
+
+reports = Card([reportsHeading, reportsList], "sunk")
+reportsHeading = Heading("Citizen Reports (Live)", "h3")
+reportsList = ListBlock([rep1, rep2, rep3, rep4], "number")
+rep1 = ListItem("Pothole reported", "Elm St, West — 2 min ago")
+rep2 = ListItem("Streetlight out", "Oak Ave, North — 6 min ago")
+rep3 = ListItem("Illegal dumping", "Canal Rd, South — 11 min ago")
+rep4 = ListItem("Blocked drain", "Market Sq, Central — 18 min ago")
+
+backlog = Card([backlogHeading, backlogChart], "sunk")
+backlogHeading = Heading("Service Request Backlog", "h3")
+backlogChart = HorizontalBarChart(["Roads", "Sanitation", "Water", "Lighting", "Parks"], [backlogSeries], "grouped", "Open requests", "Category")
+backlogSeries = Series("Open requests", [128, 74, 39, 52, 21])
+
+roadworks = Card([roadworksHeading, roadworksTable], "sunk")
+roadworksHeading = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwProject, rwLoc, rwStart, rwStatus])
+rwProject = Col("Project", ["Main St resurfacing", "Bridge expansion joint", "Cycle lane install"])
+rwLoc = Col("Location", ["Central", "North", "West"])
+rwStart = Col("Start", ["Jun 12", "Jun 18", "Jun 24"])
+rwStatus = Col("Status", ["Scheduled", "Scheduled", "Planning"])
+
+maintenance = Card([maintHeading, maintTable], "sunk")
+maintHeading = Heading("Infrastructure Maintenance Due", "h3")
+maintTable = Table([mAsset, mType, mDue, mPriority])
+mAsset = Col("Asset", ["Pump Station 4", "Traffic signals grid B", "Overpass 9 bearings"])
+mType = Col("Type", ["Inspection", "Firmware update", "Structural check"])
+mDue = Col("Due", ["Jun 15", "Jun 20", "Jun 27"])
+mPriority = Col("Priority", ["High", "Medium", "High"])
+
+actions = Card([actionsHeading, dispatchDialog, alertDrawer], "clear", "row", "m")
+actionsHeading = Heading("Operations Actions", "h3")
+
+dispatchDialog = DialogBlock("Dispatch a crew", "Dispatch Crew", "Assign a crew to an incident or location", [dispatchForm], "default")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewField, crewLocField, crewPriorityField])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewRoad, crewWater, crewElec, crewSan], "Select crew")
+crewRoad = SelectItem("road", "Road crew")
+crewWater = SelectItem("water", "Water crew")
+crewElec = SelectItem("elec", "Electrical crew")
+crewSan = SelectItem("san", "Sanitation crew")
+crewLocField = FormControl("Location", crewLocInput)
+crewLocInput = Input("location", "e.g. 5th & Main, Central")
+crewPriorityField = FormControl("Priority", crewPriorityRadio)
+crewPriorityRadio = RadioGroup("priority", [prLow, prMed, prHigh], "med")
+prLow = RadioItem("Low", "Routine", "low")
+prMed = RadioItem("Medium", "Prompt response", "med")
+prHigh = RadioItem("High", "Immediate response", "high")
+dispatchButtons = Buttons([dispatchSubmit, dispatchCancel])
+dispatchSubmit = Button("Dispatch", null, "primary")
+dispatchCancel = Button("Cancel", null, "tertiary")
+
+alertDrawer = DrawerBlock("Send public alert", "Public Alert", "Broadcast a message to citizens", [alertForm])
+alertForm = Form("public-alert", alertButtons, [alertAreaField, alertMsgField, alertChannelField])
+alertAreaField = FormControl("Target area", alertAreaSelect)
+alertAreaSelect = Select("area", [aAll, aCentral, aNorth, aSouth, aEast, aWest], "All districts")
+aAll = SelectItem("all", "All districts")
+aCentral = SelectItem("central", "Central")
+aNorth = SelectItem("north", "North")
+aSouth = SelectItem("south", "South")
+aEast = SelectItem("east", "East")
+aWest = SelectItem("west", "West")
+alertMsgField = FormControl("Message", alertMsgArea, "Keep it clear and under 300 characters")
+alertMsgArea = TextArea("message", "Enter the alert message to broadcast...", 4)
+alertChannelField = FormControl("Channels", alertChannels)
+alertChannels = CheckBoxGroup("channels", [chSms, chApp, chSiren])
+chSms = CheckBoxItem("SMS", "Text to registered numbers", "sms", true)
+chApp = CheckBoxItem("App push", "City app notification", "app", true)
+chSiren = CheckBoxItem("Sirens", "Outdoor warning sirens", "siren", false)
+alertButtons = Buttons([alertSend, alertCancel])
+alertSend = Button("Send alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r2.txt
new file mode 100644
index 000000000..baf1d3a6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r2.txt
@@ -0,0 +1,126 @@
+root = Card([header, weather, controls, congestion, transit, airQuality, energyTrend, waterUse, incidents, emergencyDeploy, parking, events, citizenReports, backlog, roadworks, maintenance])
+
+header = CardHeader("City Operations Center", "Live citywide status — updated moments ago")
+
+weather = Callout("info", "Current Weather", "18°C, partly cloudy, wind 12 km/h NW, humidity 64%. No advisories.")
+
+controls = Card([districtFocus, dispatch, alert], "sunk", "row", "m", "start", "start", true)
+
+districtFocus = Form("district-focus", focusButtons, [districtField])
+districtField = FormControl("Focus district", districtSelect)
+districtSelect = Select("district", [dCentral, dNorth, dSouth, dEast, dWest], "Select a district")
+dCentral = SelectItem("central", "Central")
+dNorth = SelectItem("north", "North")
+dSouth = SelectItem("south", "South")
+dEast = SelectItem("east", "East")
+dWest = SelectItem("west", "West")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus", null, "primary")
+
+dispatch = DialogBlock("Dispatch Crew", "Dispatch a Crew", "Assign a crew to an incident or location", [dispatchForm], "secondary")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewField, locField, priorityField])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewA, crewB, crewC], "Choose a crew")
+crewA = SelectItem("road-1", "Road Team 1")
+crewB = SelectItem("elec-2", "Electrical Team 2")
+crewC = SelectItem("water-3", "Water Team 3")
+locField = FormControl("Location", locInput)
+locInput = Input("location", "Address or intersection")
+priorityField = FormControl("Priority", priorityRadio)
+priorityRadio = RadioGroup("priority", [prHigh, prMed, prLow], "med")
+prHigh = RadioItem("High", "Respond immediately", "high")
+prMed = RadioItem("Medium", "Respond within 1 hour", "med")
+prLow = RadioItem("Low", "Respond when available", "low")
+dispatchButtons = Buttons([dispatchSend])
+dispatchSend = Button("Dispatch", null, "primary")
+
+alert = DialogBlock("Send Public Alert", "Send Public Alert", "Broadcast a message to citizens", [alertForm], "destructive")
+alertForm = Form("public-alert", alertButtons, [alertLevelField, alertMsgField])
+alertLevelField = FormControl("Severity", alertLevelSelect)
+alertLevelSelect = Select("level", [alInfo, alWarn, alEmerg], "Select severity")
+alInfo = SelectItem("info", "Information")
+alWarn = SelectItem("warning", "Warning")
+alEmerg = SelectItem("emergency", "Emergency")
+alertMsgField = FormControl("Message", alertMsgArea)
+alertMsgArea = TextArea("message", "Type the public alert message...", 4)
+alertButtons = Buttons([alertSend])
+alertSend = Button("Broadcast Alert", null, "primary", "destructive")
+
+congestion = Card([congestionHeader, congestionChart])
+congestionHeader = Heading("Congestion Right Now", "h3")
+congestionChart = HorizontalBarChart(["Central", "North", "South", "East", "West"], [congestionSeries], "grouped", "Congestion %", "District")
+congestionSeries = Series("Congestion", [82, 47, 63, 38, 55])
+
+transit = Card([transitHeader, transitTable])
+transitHeader = Heading("Transit Punctuality", "h3")
+transitTable = Table([transitLine, transitOnTime, transitDelay])
+transitLine = Col("Line", ["Metro Red", "Metro Blue", "Bus 12", "Bus 40", "Tram 3"])
+transitOnTime = Col("On-time %", [96, 91, 84, 78, 89], "number")
+transitDelay = Col("Avg delay (min)", [1, 3, 5, 7, 4], "number")
+
+airQuality = Card([airHeader, airChart])
+airHeader = Heading("Air Quality by District", "h3")
+airChart = BarChart(["Central", "North", "South", "East", "West"], [airSeries], "grouped", "District", "AQI")
+airSeries = Series("AQI", [78, 42, 55, 61, 48])
+
+energyTrend = Card([energyHeader, energyChart])
+energyHeader = Heading("Energy Use — Past Week", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy", [412, 438, 455, 447, 468, 390, 372])
+
+waterUse = Card([waterHeader, waterProgress])
+waterHeader = Heading("Water Use Today", "h3")
+waterProgress = Progress(68, "68% of daily reservoir capacity (204 ML of 300 ML)")
+
+incidents = Card([incidentsHeader, incidentsTable])
+incidentsHeader = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incType, incLoc, incSev])
+incId = Col("ID", ["INC-4821", "INC-4822", "INC-4823", "INC-4824"])
+incType = Col("Type", ["Water main break", "Traffic collision", "Power outage", "Gas leak"])
+incLoc = Col("Location", ["5th & Elm, Central", "Hwy 9 mile 12, East", "Oak District North", "Harbor Rd, South"])
+incSev = Col("Severity", ["High", "Medium", "High", "Critical"])
+
+emergencyDeploy = Card([emergHeader, emergList])
+emergHeader = Heading("Emergency Vehicle Deployment", "h3")
+emergList = ListBlock([emerg1, emerg2, emerg3])
+emerg1 = ListItem("Fire Unit 3", "Deployed — Harbor Rd, South (gas leak)")
+emerg2 = ListItem("Ambulance 7", "En route — Hwy 9 mile 12, East (collision)")
+emerg3 = ListItem("Police Unit 12", "On scene — 5th & Elm, Central")
+
+parking = Card([parkingHeader, parkingChart])
+parkingHeader = Heading("Downtown Parking Availability", "h3")
+parkingChart = PieChart(["Available", "Occupied", "Reserved"], [340, 1180, 180], "donut")
+
+events = Card([eventsHeader, eventsList])
+eventsHeader = Heading("Public Events This Weekend", "h3")
+eventsList = ListBlock([event1, event2, event3])
+event1 = ListItem("Riverside Music Festival", "Sat 14:00 — Central Park, expected 8,000")
+event2 = ListItem("Farmers Market", "Sun 08:00 — North Plaza, expected 2,500")
+event3 = ListItem("Marathon Qualifier", "Sun 07:00 — East Loop, road closures 06:00–12:00")
+
+citizenReports = Card([reportsHeader, reportsList])
+reportsHeader = Heading("Citizen Reports — Live", "h3")
+reportsList = ListBlock([rep1, rep2, rep3, rep4])
+rep1 = ListItem("Pothole", "Maple Ave, West — 2 min ago")
+rep2 = ListItem("Broken streetlight", "3rd St, Central — 6 min ago")
+rep3 = ListItem("Illegal dumping", "Canal Rd, South — 11 min ago")
+rep4 = ListItem("Fallen tree", "Pine District North — 18 min ago")
+
+backlog = Card([backlogHeader, backlogChart])
+backlogHeader = Heading("Service Request Backlog", "h3")
+backlogChart = BarChart(["Roads", "Water", "Waste", "Parks", "Lighting"], [backlogSeries], "grouped", "Department", "Open requests")
+backlogSeries = Series("Open", [124, 58, 91, 33, 47])
+
+roadworks = Card([roadworksHeader, roadworksTable])
+roadworksHeader = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwProject, rwLoc, rwDates])
+rwProject = Col("Project", ["Resurfacing", "Bridge repair", "Lane widening"])
+rwLoc = Col("Location", ["Main St, Central", "Harbor Bridge, South", "Route 22, East"])
+rwDates = Col("Window", ["Jun 3–9", "Jun 12–20", "Jun 24–30"])
+
+maintenance = Card([maintHeader, maintTable])
+maintHeader = Heading("Infrastructure Maintenance Due", "h3")
+maintTable = Table([mAsset, mType, mDue])
+mAsset = Col("Asset", ["Pump Station 4", "Substation N-2", "Overpass 7", "Reservoir Gate 1"])
+mType = Col("Task", ["Impeller inspection", "Transformer service", "Bearing check", "Seal replacement"])
+mDue = Col("Due", ["Jun 5", "Jun 8", "Jun 15", "Jun 22"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r3.txt
new file mode 100644
index 000000000..3f4490754
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r3.txt
@@ -0,0 +1,136 @@
+root = Card([header, weather, actions, congestion, transit, air, energy, water, incidents, emergency, parking, events, reports, backlog, roadworks, maintenance, districtFocus, followups])
+
+header = CardHeader("City Operations Center", "Live citywide status")
+
+weather = Callout("info", "Current Weather", "18°C, partly cloudy · Wind 12 km/h NW · Humidity 64% · UV index 4")
+
+actions = Card([dispatchDrawer, alertDialog], "clear", "row", "m")
+
+dispatchDrawer = DrawerBlock("Dispatch Crew", "Dispatch a Crew", "Assign a maintenance or response crew", [dispatchForm])
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewField, crewDistrictField, crewTaskField])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewA, crewB, crewC], "Choose a crew")
+crewA = SelectItem("alpha", "Crew Alpha (Roadworks)")
+crewB = SelectItem("bravo", "Crew Bravo (Water/Utilities)")
+crewC = SelectItem("charlie", "Crew Charlie (Emergency)")
+crewDistrictField = FormControl("Target district", crewDistrictSelect)
+crewDistrictSelect = Select("district", [dNorth, dCentral, dEast, dWest, dSouth], "Choose district")
+dNorth = SelectItem("north", "North")
+dCentral = SelectItem("central", "Central")
+dEast = SelectItem("east", "East")
+dWest = SelectItem("west", "West")
+dSouth = SelectItem("south", "South")
+crewTaskField = FormControl("Task details", crewTaskArea)
+crewTaskArea = TextArea("task", "Describe the task and location", 3)
+dispatchButtons = Buttons([dispatchSubmit, dispatchCancel])
+dispatchSubmit = Button("Dispatch", null, "primary")
+dispatchCancel = Button("Cancel", null, "tertiary")
+
+alertDialog = DialogBlock("Send Public Alert", "Send Public Alert", "Broadcast a message to residents", [alertForm], "destructive")
+alertForm = Form("public-alert", alertButtons, [alertLevelField, alertAreaField, alertMsgField])
+alertLevelField = FormControl("Severity", alertLevelRadio)
+alertLevelRadio = RadioGroup("severity", [alLow, alMed, alHigh])
+alLow = RadioItem("Advisory", "Informational notice", "advisory")
+alMed = RadioItem("Warning", "Action recommended", "warning")
+alHigh = RadioItem("Emergency", "Immediate action required", "emergency")
+alertAreaField = FormControl("Affected area", alertAreaSelect)
+alertAreaSelect = Select("area", [aAll, aNorth, aCentral, aSouth], "Choose area")
+aAll = SelectItem("all", "Citywide")
+aNorth = SelectItem("north", "North district")
+aCentral = SelectItem("central", "Central district")
+aSouth = SelectItem("south", "South district")
+alertMsgField = FormControl("Message", alertMsgArea)
+alertMsgArea = TextArea("message", "Type the public alert message...", 4)
+alertButtons = Buttons([alertSubmit, alertCancel])
+alertSubmit = Button("Broadcast Alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
+
+congestion = Card([congHeader, congChart], "sunk", "column", "s")
+congHeader = Heading("Congestion Right Now", "h3")
+congChart = HorizontalBarChart(["North", "Central", "East", "West", "South"], [congSeries], "grouped", "Congestion %", "District")
+congSeries = Series("Congestion", [42, 78, 55, 33, 61])
+
+transit = Card([transitHeader, transitChart], "sunk", "column", "s")
+transitHeader = Heading("Transit Punctuality", "h3")
+transitChart = BarChart(["Metro", "Bus", "Tram", "Ferry"], [punctSeries], "grouped", "Line", "% On-time")
+punctSeries = Series("On-time %", [94, 81, 88, 96])
+
+air = Card([airHeader, airChart], "sunk", "column", "s")
+airHeader = Heading("Air Quality by District", "h3")
+airChart = RadarChart(["North", "Central", "East", "West", "South"], [aqiSeries])
+aqiSeries = Series("AQI", [48, 92, 66, 40, 74])
+
+energy = Card([energyHeader, energyChart], "sunk", "column", "s")
+energyHeader = Heading("Energy Use — Past Week", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy (MWh)", [820, 910, 875, 940, 1010, 760, 690])
+
+water = Card([waterHeader, waterProgress], "sunk", "column", "s")
+waterHeader = Heading("Water Use Today", "h3")
+waterProgress = Progress(68, "68% of daily capacity (272 ML of 400 ML)")
+
+incidents = Card([incidentsHeader, incidentsTable], "sunk", "column", "s")
+incidentsHeader = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incLoc, incSev, incStatus])
+incId = Col("ID", ["INC-1042", "INC-1043", "INC-1044", "INC-1045"])
+incLoc = Col("Location", ["5th & Main, Central", "Riverside Ave, East", "Harbor Rd, South", "Pine St, North"])
+incSev = Col("Severity", ["High", "Critical", "Medium", "Low"])
+incStatus = Col("Status", ["Responding", "Active", "Monitoring", "Queued"])
+
+emergency = Card([emergHeader, emergList], "sunk", "column", "s")
+emergHeader = Heading("Emergency Vehicles Deployed", "h3")
+emergList = ListBlock([emVeh1, emVeh2, emVeh3])
+emVeh1 = ListItem("Ambulance A-12", "Riverside Ave, East · en route")
+emVeh2 = ListItem("Fire Engine F-04", "5th & Main, Central · on scene")
+emVeh3 = ListItem("Police Unit P-21", "Harbor Rd, South · patrolling")
+
+parking = Card([parkingHeader, parkingChart], "sunk", "column", "s")
+parkingHeader = Heading("Parking Availability — Downtown", "h3")
+parkingChart = PieChart(["Central Garage", "Market Lot", "Riverside", "City Hall"], [120, 45, 210, 30], "donut")
+
+events = Card([eventsHeader, eventsList], "sunk", "column", "s")
+eventsHeader = Heading("Public Events This Weekend", "h3")
+eventsList = ListBlock([ev1, ev2, ev3])
+ev1 = ListItem("Riverfront Music Festival", "Sat 14:00 · Riverside Park · ~8,000 expected")
+ev2 = ListItem("Farmers Market", "Sun 09:00 · Market Square")
+ev3 = ListItem("City Marathon", "Sun 07:00 · Downtown loop · road closures")
+
+reports = Card([reportsHeader, reportsList], "sunk", "column", "s")
+reportsHeader = Heading("Citizen Reports — Incoming", "h3")
+reportsList = ListBlock([rep1, rep2, rep3])
+rep1 = ListItem("Pothole reported", "Elm St, West · 2 min ago")
+rep2 = ListItem("Streetlight out", "Central Ave · 6 min ago")
+rep3 = ListItem("Illegal dumping", "Harbor Rd, South · 11 min ago")
+
+backlog = Card([backlogHeader, backlogChart], "sunk", "column", "s")
+backlogHeader = Heading("Service Request Backlog", "h3")
+backlogChart = BarChart(["Roads", "Water", "Waste", "Lighting", "Parks"], [backlogSeries], "grouped", "Category", "Open requests")
+backlogSeries = Series("Open", [64, 22, 38, 15, 9])
+
+roadworks = Card([roadworksHeader, roadworksTable], "sunk", "column", "s")
+roadworksHeader = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwLoc, rwStart, rwDur])
+rwLoc = Col("Location", ["Main St resurfacing", "Bridge St repair", "Oak Ave widening"])
+rwStart = Col("Start", ["Apr 08", "Apr 15", "Apr 22"])
+rwDur = Col("Duration", ["5 days", "10 days", "14 days"])
+
+maintenance = Card([maintHeader, maintTable], "sunk", "column", "s")
+maintHeader = Heading("Infrastructure Maintenance Due", "h3")
+maintTable = Table([mAsset, mType, mDue])
+mAsset = Col("Asset", ["Central Water Pump #3", "North Substation", "Harbor Bridge", "City Hall Elevator"])
+mType = Col("Type", ["Inspection", "Overhaul", "Structural check", "Service"])
+mDue = Col("Due", ["Overdue", "Apr 12", "Apr 18", "Apr 25"])
+
+districtFocus = Card([focusHeader, focusButtons], "clear", "column", "s")
+focusHeader = Heading("Focus on a District", "h3")
+focusButtons = Buttons([fNorth, fCentral, fEast, fWest, fSouth])
+fNorth = Button("North", null, "secondary")
+fCentral = Button("Central", null, "secondary")
+fEast = Button("East", null, "secondary")
+fWest = Button("West", null, "secondary")
+fSouth = Button("South", null, "secondary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show critical incidents only")
+fu2 = FollowUpItem("Forecast energy use for tomorrow")
+fu3 = FollowUpItem("Summarize today's citizen reports")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r4.txt
new file mode 100644
index 000000000..29bf91757
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-city__r4.txt
@@ -0,0 +1,105 @@
+root = Card([header, weather, congestion, transit, actionsBar, air, energy, water, incidents, emergency, parking, events, reports, backlog, roadworks, maintenance, focus, followups])
+
+header = CardHeader("City Operations Center", "Live citywide overview")
+
+weather = Callout("info", "Current Weather", "18°C, partly cloudy, wind 12 km/h NE, humidity 64%. No severe alerts.")
+
+congestion = Card([congestionHead, congestionChart], "sunk")
+congestionHead = Heading("1. Congestion Right Now", "h3")
+congestionChart = HorizontalBarChart(["Downtown", "North", "East", "West", "Harbor"], [congestionSeries], "grouped", "Congestion %", "District")
+congestionSeries = Series("Congestion", [82, 47, 63, 38, 55])
+
+transit = Card([transitHead, transitTable], "sunk")
+transitHead = Heading("2. Transit Punctuality", "h3")
+transitTable = Table([transitLine, transitOnTime, transitDelay])
+transitLine = Col("Line", ["Metro Red", "Metro Blue", "Bus 12", "Tram 3", "Ferry"])
+transitOnTime = Col("On-time %", [94, 88, 76, 91, 99], "number")
+transitDelay = Col("Avg delay (min)", [1.2, 2.8, 5.4, 1.9, 0.3], "number")
+
+actionsBar = Buttons([dispatchBtn, alertBtn])
+dispatchBtn = Button("14. Dispatch a Crew", null, "primary")
+alertBtn = Button("15. Send Public Alert", null, "primary", "destructive")
+
+air = Card([airHead, airChart], "sunk")
+airHead = Heading("3. Air Quality by District", "h3")
+airChart = BarChart(["Downtown", "North", "East", "West", "Harbor"], [aqiSeries], "grouped", "District", "AQI")
+aqiSeries = Series("AQI", [78, 42, 55, 39, 91])
+
+energy = Card([energyHead, energyChart], "sunk")
+energyHead = Heading("4. Energy Use — Past Week", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy (MWh)", [412, 430, 425, 448, 460, 390, 372])
+
+water = Card([waterHead, waterProgress], "sunk")
+waterHead = Heading("5. Water Use Today", "h3")
+waterProgress = Progress(68, "68% of daily reservoir capacity (204 ML)")
+
+incidents = Card([incidentsHead, incidentsTable], "sunk")
+incidentsHead = Heading("6. Open Incidents", "h3")
+incidentsTable = Table([incId, incLoc, incType, incSev])
+incId = Col("ID", ["INC-1042", "INC-1043", "INC-1045", "INC-1047"])
+incLoc = Col("Location", ["5th & Main", "Harbor Rd", "North Bridge", "Park Ave"])
+incType = Col("Type", ["Traffic", "Fire", "Flooding", "Power"])
+incSev = Col("Severity", ["High", "Critical", "Medium", "Low"])
+
+emergency = Card([emergencyHead, emergencyList], "sunk")
+emergencyHead = Heading("7. Emergency Vehicle Deployment", "h3")
+emergencyList = ListBlock([emgv1, emgv2, emgv3])
+emgv1 = ListItem("Engine 7 — Harbor Rd", "Responding to INC-1043 (Fire)")
+emgv2 = ListItem("Ambulance 12 — 5th & Main", "On scene at INC-1042")
+emgv3 = ListItem("Patrol 4 — North Bridge", "Traffic control at INC-1045")
+
+parking = Card([parkingHead, parkingChart], "sunk")
+parkingHead = Heading("8. Parking Availability Downtown", "h3")
+parkingChart = PieChart(["Available", "Occupied", "Reserved"], [320, 1140, 90], "donut")
+
+events = Card([eventsHead, eventsList], "sunk")
+eventsHead = Heading("9. Public Events This Weekend", "h3")
+eventsList = ListBlock([ev1, ev2, ev3])
+ev1 = ListItem("Riverside Music Festival", "Sat 14:00 — Central Park, ~8,000 expected")
+ev2 = ListItem("Farmers Market", "Sun 09:00 — Market Square")
+ev3 = ListItem("Marathon Qualifier", "Sun 07:00 — Downtown loop, road closures")
+
+reports = Card([reportsHead, reportsList], "sunk")
+reportsHead = Heading("10. Citizen Reports (Live)", "h3")
+reportsList = ListBlock([rep1, rep2, rep3])
+rep1 = ListItem("Pothole reported", "Elm St — 2 min ago")
+rep2 = ListItem("Streetlight outage", "West Ave — 6 min ago")
+rep3 = ListItem("Illegal dumping", "Harbor lot — 11 min ago")
+
+backlog = Card([backlogHead, backlogChart], "sunk")
+backlogHead = Heading("11. Service Request Backlog", "h3")
+backlogChart = HorizontalBarChart(["Roads", "Sanitation", "Lighting", "Water", "Parks"], [backlogSeries], "grouped", "Open requests", "Category")
+backlogSeries = Series("Backlog", [142, 88, 63, 34, 27])
+
+roadworks = Card([roadworksHead, roadworksTable], "sunk")
+roadworksHead = Heading("16. Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwLoc, rwWindow, rwStatus])
+rwLoc = Col("Location", ["Main St resurface", "Harbor Rd bridge", "5th Ave lanes", "Park Ave drains"])
+rwWindow = Col("Window", ["Wk 1-2", "Wk 2-3", "Wk 3", "Wk 4"])
+rwStatus = Col("Status", ["In progress", "Scheduled", "Scheduled", "Planned"])
+
+maintenance = Card([maintHead, maintTable], "sunk")
+maintHead = Heading("17. Infrastructure Maintenance Due", "h3")
+maintTable = Table([maintAsset, maintType, maintDue])
+maintAsset = Col("Asset", ["North Bridge", "Pump Station 3", "Substation B", "Tunnel 2"])
+maintType = Col("Job", ["Inspection", "Valve service", "Transformer check", "Ventilation"])
+maintDue = Col("Due", ["Overdue", "3 days", "8 days", "12 days"])
+
+focus = Card([focusHead, focusForm], "sunk")
+focusHead = Heading("13. Focus on a District", "h3")
+focusForm = Form("focus-district", focusButtons, [districtField])
+districtField = FormControl("District", districtSelect)
+districtSelect = Select("district", [dDown, dNorth, dEast, dWest, dHarbor], "Select a district")
+dDown = SelectItem("downtown", "Downtown")
+dNorth = SelectItem("north", "North")
+dEast = SelectItem("east", "East")
+dWest = SelectItem("west", "West")
+dHarbor = SelectItem("harbor", "Harbor")
+focusButtons = Buttons([focusApply])
+focusApply = Button("Apply Focus", null, "primary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show full incident details")
+fu2 = FollowUpItem("Reroute transit around roadworks")
+fu3 = FollowUpItem("Forecast energy demand for tomorrow")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..4a0ffbc64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r1.txt
@@ -0,0 +1,141 @@
+root = Card([header, alertBanner, sevSummary, incidents, resources, shelters, routes, weather, casualties, volunteers, donations, aidRequests, comms, roadsClosed, hospitals, tasks, actions, followups])
+
+header = CardHeader("Emergency Response Coordination Center", "Live operational overview")
+alertBanner = Alert("Critical incidents active", "3 zones report severe conditions. Prioritize Zone A rescue operations.", "destructive")
+
+sevSummary = Card([sevHeading, sevChart], "sunk")
+sevHeading = Heading("Overall Severity Summary", "h3")
+sevChart = PieChart(["Severe", "High", "Moderate", "Low"], [4, 6, 9, 5], "donut")
+
+incidents = Card([incHeading, incTable], "sunk")
+incHeading = Heading("Active Incidents by Zone", "h3")
+incTable = Table([incZone, incType, incSev])
+incZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"])
+incType = Col("Incident", ["Flooding", "Building collapse", "Wildfire", "Power outage", "Gas leak"])
+incSev = Col("Severity", ["Severe", "Severe", "High", "Moderate", "High"])
+
+resources = Card([resHeading, resTable], "sunk")
+resHeading = Heading("Resources Available", "h3")
+resTable = Table([resType, resAvail])
+resType = Col("Resource", ["Vehicles", "Personnel", "Supplies (units)"])
+resAvail = Col("Available", [42, 318, 1250], "number")
+
+shelters = Card([shHeading, shTable], "sunk")
+shHeading = Heading("Shelters", "h3")
+shTable = Table([shName, shCap, shOcc])
+shName = Col("Shelter", ["Central High", "Riverside Gym", "North Church", "East Arena"])
+shCap = Col("Capacity", [500, 300, 150, 800], "number")
+shOcc = Col("Occupancy", [420, 295, 110, 540], "number")
+
+routes = Card([rtHeading, rtTable], "sunk")
+rtHeading = Heading("Evacuation Routes", "h3")
+rtTable = Table([rtName, rtStatus])
+rtName = Col("Route", ["Route 1 (Hwy 9)", "Route 2 (Main St)", "Route 3 (Coastal)", "Route 4 (Ridge Rd)"])
+rtStatus = Col("Status", ["Open", "Congested", "Closed", "Open"])
+
+weather = Card([wxHeading, wxChart], "sunk")
+wxHeading = Heading("Weather Forecast (Next 48h)", "h3")
+wxChart = LineChart(["0h", "6h", "12h", "18h", "24h", "30h", "36h", "42h", "48h"], [wxTemp, wxRain], "natural", "Hours ahead", "Value")
+wxTemp = Series("Temp (°C)", [14, 12, 11, 13, 15, 12, 10, 11, 13])
+wxRain = Series("Rain (mm)", [8, 12, 20, 18, 10, 6, 14, 22, 16])
+
+casualties = Card([casHeading, casTable], "sunk")
+casHeading = Heading("Rescued & Casualties", "h3")
+casTable = Table([casMetric, casCount])
+casMetric = Col("Metric", ["People rescued", "Casualties"])
+casCount = Col("Count", [287, 19], "number")
+
+volunteers = Card([volHeading, volTable], "sunk")
+volHeading = Heading("Volunteers on Duty", "h3")
+volTable = Table([volName, volAssign])
+volName = Col("Volunteer", ["M. Chen", "A. Okafor", "L. Rossi", "S. Patel", "K. Nguyen"])
+volAssign = Col("Assignment", ["Zone A rescue", "Shelter intake", "Medical triage", "Supply logistics", "Route control"])
+
+donations = Card([donHeading, donTable], "sunk")
+donHeading = Heading("Donations Received", "h3")
+donTable = Table([donItem, donAmt])
+donItem = Col("Type", ["Cash", "Water (bottles)", "Blankets", "Food kits"])
+donAmt = Col("Received", ["$84,200", 12000, 3400, 5600])
+
+aidRequests = Card([aidHeading, aidList], "sunk")
+aidHeading = Heading("Aid Requests Awaiting Action", "h3")
+aidList = ListBlock([aid1, aid2, aid3], "number")
+aid1 = ListItem("Zone A — Medical supplies", "Insulin and bandages, urgent")
+aid2 = ListItem("Zone C — Firefighting foam", "Wildfire containment support")
+aid3 = ListItem("Zone E — Evacuation buses", "Elderly residents pending transport")
+
+comms = Card([comHeading, comTable], "sunk")
+comHeading = Heading("Communication Channels", "h3")
+comTable = Table([comName, comState])
+comName = Col("Channel", ["Radio Net 1", "Cellular", "Satellite", "Landline", "Emergency SMS"])
+comState = Col("Status", ["Up", "Degraded", "Up", "Down", "Up"])
+
+roadsClosed = Card([roadHeading, roadTags], "sunk")
+roadHeading = Heading("Roads Closed", "h3")
+roadTags = TagBlock(["Hwy 9 Bridge", "Coastal Dr", "5th & Elm", "Tunnel B", "River Crossing"])
+
+hospitals = Card([hospHeading, hospTable], "sunk")
+hospHeading = Heading("Nearby Hospitals", "h3")
+hospTable = Table([hospName, hospBeds])
+hospName = Col("Hospital", ["General Medical", "St. Mary's", "Riverside Clinic", "Northside ER"])
+hospBeds = Col("Free Beds", [34, 12, 8, 21], "number")
+
+tasks = Card([taskHeading, taskTable], "sunk")
+taskHeading = Heading("Open Tasks", "h3")
+taskTable = Table([taskDesc, taskWho])
+taskDesc = Col("Task", ["Restore power Zone D", "Deliver water Zone A", "Reopen Route 3", "Set up triage East Arena"])
+taskWho = Col("Assignee", ["Grid Team 2", "Logistics Unit", "Road Crew A", "Medical Corps"])
+
+actions = Card([actHeading, actionRow], "sunk")
+actHeading = Heading("Command Actions", "h3")
+actionRow = Buttons([resourceDialog, broadcastDialog, focusDialog, sitrepDialog], "column")
+
+resourceDialog = DialogBlock("Request Resources", "Request More Resources", "Specify resource type and quantity needed", [resourceForm])
+resourceForm = Form("resource-request", resourceBtns, [resTypeField, resQtyField])
+resTypeField = FormControl("Resource type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtVeh, rtPer, rtSup, rtMed], "Select type")
+rtVeh = SelectItem("vehicles", "Vehicles")
+rtPer = SelectItem("personnel", "Personnel")
+rtSup = SelectItem("supplies", "Supplies")
+rtMed = SelectItem("medical", "Medical kits")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 50", "number")
+resourceBtns = Buttons([resSubmit, resCancel])
+resSubmit = Button("Submit request", null, "primary")
+resCancel = Button("Cancel", null, "tertiary")
+
+broadcastDialog = DialogBlock("Broadcast Update", "Broadcast an Update", "Send a message to all field units", [broadcastForm])
+broadcastForm = Form("broadcast-update", broadcastBtns, [bcMsgField])
+bcMsgField = FormControl("Message", bcMsgArea)
+bcMsgArea = TextArea("message", "Type the update to broadcast...", 4)
+broadcastBtns = Buttons([bcSend, bcCancel])
+bcSend = Button("Broadcast", null, "primary")
+bcCancel = Button("Cancel", null, "tertiary")
+
+focusDialog = DialogBlock("Focus on Zone", "Focus on a Zone", "Concentrate operations view on one zone", [focusForm])
+focusForm = Form("focus-zone", focusBtns, [focusField])
+focusField = FormControl("Zone", focusSelect)
+focusSelect = Select("zone", [fzA, fzB, fzC, fzD, fzE], "Select zone")
+fzA = SelectItem("a", "Zone A")
+fzB = SelectItem("b", "Zone B")
+fzC = SelectItem("c", "Zone C")
+fzD = SelectItem("d", "Zone D")
+fzE = SelectItem("e", "Zone E")
+focusBtns = Buttons([focusGo, focusCancel])
+focusGo = Button("Focus", null, "primary")
+focusCancel = Button("Cancel", null, "tertiary")
+
+sitrepDialog = DialogBlock("File Situation Report", "Situation Report", "Document the current situation", [sitrepForm])
+sitrepForm = Form("situation-report", sitrepBtns, [srZoneField, srSummaryField])
+srZoneField = FormControl("Zone", srZoneInput)
+srZoneInput = Input("zone", "e.g. Zone A")
+srSummaryField = FormControl("Summary", srSummaryArea)
+srSummaryArea = TextArea("summary", "Describe the situation, actions taken, and needs...", 5)
+sitrepBtns = Buttons([srFile, srCancel])
+srFile = Button("File report", null, "primary")
+srCancel = Button("Cancel", null, "tertiary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed status for Zone A")
+fu2 = FollowUpItem("List all critical aid requests")
+fu3 = FollowUpItem("Summarize resource shortfalls")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..567ebd9d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r2.txt
@@ -0,0 +1,124 @@
+root = Card([header, statSummary, incidents, resources, sheltersHead, shelters, routes, roads, weatherHead, weather, outcomes, hospitalsHead, hospitals, volunteersHead, volunteers, donationsProgress, aidHead, aidRequests, comms, tasksHead, tasks, actionsHead, actions, sitrepDrawer])
+
+header = CardHeader("Emergency Response Coordination Center", "Live operational picture")
+
+statSummary = Alert("Overall Severity: HIGH", "3 critical incidents active across 5 zones. Immediate coordination required.", "destructive")
+
+incidents = Table([incZone, incType, incSeverity, incStatus])
+incZone = Col("Zone", ["North", "East", "Central", "West", "South"])
+incType = Col("Incident", ["Flooding", "Wildfire", "Building collapse", "Landslide", "Power outage"])
+incSeverity = Col("Severity", ["Critical", "Critical", "Critical", "High", "Moderate"])
+incStatus = Col("Status", ["Active", "Active", "Active", "Contained", "Monitoring"])
+
+resources = Table([resType, resAvail, resDeployed])
+resType = Col("Resource", ["Vehicles", "Personnel", "Supplies (units)"])
+resAvail = Col("Available", [48, 320, 12500], "number")
+resDeployed = Col("Deployed", [37, 285, 8600], "number")
+
+sheltersHead = Heading("Shelters", "h3")
+shelters = Table([shName, shCap, shOcc, shStatus])
+shName = Col("Shelter", ["Lincoln High", "Riverside Gym", "Community Hall", "St. Mary Church"])
+shCap = Col("Capacity", [800, 500, 300, 250], "number")
+shOcc = Col("Occupancy", [742, 480, 210, 95], "number")
+shStatus = Col("Status", ["Near full", "Near full", "Open", "Open"])
+
+routes = Table([rtName, rtStatus, rtNote])
+rtName = Col("Evacuation Route", ["Route A (Hwy 12)", "Route B (Coastal)", "Route C (Ridge Rd)", "Route D (Bridge Way)"])
+rtStatus = Col("Status", ["Open", "Congested", "Blocked", "Open"])
+rtNote = Col("Note", ["Flowing", "Heavy traffic", "Debris", "Escort active"])
+
+roads = Table([rdName, rdReason])
+rdName = Col("Closed Road", ["5th & Main", "Harbor Bridge", "Elm Street", "Canyon Pass"])
+rdReason = Col("Reason", ["Flooding", "Structural risk", "Fallen trees", "Landslide"])
+
+weatherHead = Heading("48-Hour Weather Forecast", "h3")
+weather = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+36h", "+48h"], [rainSeries, windSeries], "natural", "Time", "Value")
+rainSeries = Series("Rain (mm)", [12, 18, 25, 30, 22, 10, 4])
+windSeries = Series("Wind (km/h)", [40, 55, 62, 58, 45, 30, 20])
+
+outcomes = Table([ocLabel, ocCount])
+ocLabel = Col("Outcome", ["People rescued", "Casualties"])
+ocCount = Col("Count", [1842, 27], "number")
+
+hospitalsHead = Heading("Nearby Hospitals", "h3")
+hospitals = Table([hospName, hospBeds, hospDist])
+hospName = Col("Hospital", ["General Medical", "St. Luke's", "Coastal ER", "Mercy Regional"])
+hospBeds = Col("Free Beds", [42, 15, 8, 63], "number")
+hospDist = Col("Distance", ["3 km", "7 km", "5 km", "11 km"])
+
+volunteersHead = Heading("Volunteers On Duty", "h3")
+volunteers = ListBlock([volA, volB, volC, volD])
+volA = ListItem("Maria Chen", "Assignment: Shelter logistics - Lincoln High")
+volB = ListItem("James Okoro", "Assignment: Search & rescue - North Zone")
+volC = ListItem("Priya Nair", "Assignment: Medical triage - Central Zone")
+volD = ListItem("Tom Alvarez", "Assignment: Supply distribution - East Zone")
+
+donationsProgress = Progress(68, "Donations received: $340,000 of $500,000 goal")
+
+aidHead = Heading("Aid Requests Awaiting Action", "h3")
+aidRequests = Table([aidZone, aidNeed, aidPriority])
+aidZone = Col("Zone", ["North", "East", "Central", "West"])
+aidNeed = Col("Request", ["500 blankets", "Water tankers x3", "Medical kits x20", "Generators x5"])
+aidPriority = Col("Priority", ["High", "Critical", "Critical", "Moderate"])
+
+comms = Table([commChan, commStatus])
+commChan = Col("Channel", ["Radio Net 1", "Satellite Phone", "Cellular", "Internet Uplink", "Public Alert System"])
+commStatus = Col("Status", ["Up", "Up", "Degraded", "Down", "Up"])
+
+tasksHead = Heading("Open Tasks", "h3")
+tasks = Table([taskName, taskAssignee, taskStatus])
+taskName = Col("Task", ["Clear Elm Street debris", "Restock Riverside Gym", "Verify West Zone headcount", "Repair Internet uplink"])
+taskAssignee = Col("Assignee", ["Crew 7", "Logistics B", "James Okoro", "IT Team"])
+taskStatus = Col("Status", ["In progress", "Pending", "In progress", "Pending"])
+
+actionsHead = Heading("Coordination Actions", "h3")
+actions = Buttons([resourceDialog, broadcastDialog, focusDialog])
+
+resourceDialog = DialogBlock("Request Resources", "Request Additional Resources", "Specify type and quantity needed", [resourceForm], "default")
+resourceForm = Form("resource-request", resourceBtns, [resTypeField, resQtyField, resZoneField])
+resTypeField = FormControl("Resource type", resTypeSelect)
+resTypeSelect = Select("res_type", [rtV, rtP, rtS, rtM], "Select type")
+rtV = SelectItem("vehicles", "Vehicles")
+rtP = SelectItem("personnel", "Personnel")
+rtS = SelectItem("supplies", "Supplies")
+rtM = SelectItem("medical", "Medical kits")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 10", "number")
+resZoneField = FormControl("Destination zone", resZoneInput)
+resZoneInput = Input("zone", "e.g. North")
+resourceBtns = Buttons([resSubmit, resCancel])
+resSubmit = Button("Submit request", null, "primary")
+resCancel = Button("Cancel", null, "tertiary")
+
+broadcastDialog = DialogBlock("Broadcast Update", "Broadcast an Update", "Send a message to all channels", [broadcastForm], "secondary")
+broadcastForm = Form("broadcast", broadcastBtns, [msgField])
+msgField = FormControl("Message", msgArea)
+msgArea = TextArea("message", "Type the update to broadcast...", 4)
+broadcastBtns = Buttons([bcSend, bcCancel])
+bcSend = Button("Broadcast", null, "primary")
+bcCancel = Button("Cancel", null, "tertiary")
+
+focusDialog = DialogBlock("Focus on Zone", "Focus on a Zone", "Select a zone to prioritize the operational view", [focusForm], "outline")
+focusForm = Form("focus-zone", focusBtns, [focusField])
+focusField = FormControl("Zone", focusSelect)
+focusSelect = Select("focus_zone", [fzN, fzE, fzC, fzW, fzS], "Select zone")
+fzN = SelectItem("north", "North")
+fzE = SelectItem("east", "East")
+fzC = SelectItem("central", "Central")
+fzW = SelectItem("west", "West")
+fzS = SelectItem("south", "South")
+focusBtns = Buttons([focusApply, focusCancel])
+focusApply = Button("Focus", null, "primary")
+focusCancel = Button("Cancel", null, "tertiary")
+
+sitrepDrawer = DrawerBlock("File Situation Report", "Situation Report", "Submit a formal SITREP", [sitrepForm])
+sitrepForm = Form("sitrep", sitrepBtns, [sitZoneField, sitSummaryField, sitTimeField])
+sitZoneField = FormControl("Reporting zone", sitZoneInput)
+sitZoneInput = Input("zone", "e.g. Central")
+sitSummaryField = FormControl("Summary", sitSummaryArea)
+sitSummaryArea = TextArea("summary", "Describe current situation, actions taken, and needs...", 6)
+sitTimeField = FormControl("Report time", sitDate)
+sitDate = DatePicker("report_time", "single")
+sitrepBtns = Buttons([sitSubmit, sitCancel])
+sitSubmit = Button("File report", null, "primary")
+sitCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..81127ea09
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r3.txt
@@ -0,0 +1,119 @@
+root = Card([header, alerts, tabs])
+header = CardHeader("Emergency Response Coordination Center", "Live operational overview")
+alerts = Alert("Severity Level: CRITICAL", "3 zones at critical severity — immediate coordination required", "destructive")
+
+tabs = Tabs([tabIncidents, tabResources, tabPeople, tabInfra, tabActions])
+
+tabIncidents = TabItem("incidents", "Incidents & Weather", [incHeader, severitySummary, incidentsTable, sep1, sheltersHeader, sheltersTable, sep2, weatherHeader, weatherChart])
+incHeader = CardHeader("Active Incidents by Zone", "Severity per zone")
+severitySummary = PieChart(["Critical", "High", "Moderate", "Low"], [3, 4, 5, 2], "donut")
+incidentsTable = Table([incZone, incType, incSeverity])
+incZone = Col("Zone", ["Zone A - Riverside", "Zone B - Downtown", "Zone C - Hillcrest", "Zone D - Harbor", "Zone E - Suburbs"])
+incType = Col("Incident", ["Flooding", "Fire", "Building collapse", "Storm surge", "Power outage"])
+incSeverity = Col("Severity", ["Critical", "Critical", "High", "Critical", "Moderate"])
+sep1 = Separator("horizontal")
+sheltersHeader = CardHeader("Shelters", "Capacity vs occupancy")
+sheltersTable = Table([shName, shCap, shOcc, shFree])
+shName = Col("Shelter", ["Central High School", "Community Hall", "North Church", "Sports Arena"])
+shCap = Col("Capacity", [500, 250, 180, 800], "number")
+shOcc = Col("Occupancy", [430, 250, 95, 610], "number")
+shFree = Col("Free", [70, 0, 85, 190], "number")
+sep2 = Separator("horizontal")
+weatherHeader = CardHeader("Weather Forecast", "Next 48 hours")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+48h"], [rainSeries, windSeries], "natural", "Time", "Value")
+rainSeries = Series("Rain (mm)", [12, 18, 25, 30, 22, 15, 8, 4])
+windSeries = Series("Wind (km/h)", [45, 52, 60, 55, 48, 40, 35, 28])
+
+tabResources = TabItem("resources", "Resources", [resHeader, resTable, sep3, routesHeader, routesTable, sep4, roadsHeader, roadsTags, sep5, hospHeader, hospTable, sep6, commsHeader, commsTable])
+resHeader = CardHeader("Available Resources", "Vehicles, personnel, supplies")
+resTable = Table([resType, resAvail, resTotal])
+resType = Col("Resource", ["Ambulances", "Fire trucks", "Rescue boats", "Paramedics", "Firefighters", "Search teams", "Water (pallets)", "Food kits", "Blankets"])
+resAvail = Col("Available", [12, 8, 6, 45, 60, 10, 320, 1500, 900], "number")
+resTotal = Col("Total", [18, 12, 8, 70, 80, 14, 500, 2000, 1200], "number")
+sep3 = Separator("horizontal")
+routesHeader = CardHeader("Evacuation Routes", "Current status")
+routesTable = Table([routeName, routeStatus])
+routeName = Col("Route", ["Route 1 - Highway North", "Route 2 - Coastal Rd", "Route 3 - Valley Pass", "Route 4 - Bridge East"])
+routeStatus = Col("Status", ["Open", "Congested", "Closed", "Open"])
+sep4 = Separator("horizontal")
+roadsHeader = CardHeader("Roads Closed", null)
+roadsTags = TagBlock(["Main St Bridge", "Elm Ave", "River Rd", "Tunnel B", "Harbor Overpass"])
+sep5 = Separator("horizontal")
+hospHeader = CardHeader("Nearby Hospitals", "Free beds")
+hospTable = Table([hospName, hospBeds])
+hospName = Col("Hospital", ["St. Mary's General", "City Medical Center", "Northside Clinic", "Harbor Trauma Unit"])
+hospBeds = Col("Free beds", [24, 8, 42, 3], "number")
+sep6 = Separator("horizontal")
+commsHeader = CardHeader("Communication Channels", "Uptime status")
+commsTable = Table([commName, commState])
+commName = Col("Channel", ["Radio Net Alpha", "Cellular", "Satellite Phone", "Emergency Broadcast", "Internal Mesh"])
+commState = Col("Status", ["Up", "Down", "Up", "Up", "Degraded"])
+
+tabPeople = TabItem("people", "People & Aid", [casHeader, casTable, sep7, volHeader, volTable, sep8, donHeader, donProgress, sep9, aidHeader, aidList])
+casHeader = CardHeader("Rescue & Casualties", "So far")
+casTable = Table([casMetric, casCount])
+casMetric = Col("Metric", ["People rescued", "Casualties", "Missing", "Injured treated"])
+casCount = Col("Count", [1247, 38, 62, 410], "number")
+sep7 = Separator("horizontal")
+volHeader = CardHeader("Volunteers on Duty", "With assignments")
+volTable = Table([volName, volAssign])
+volName = Col("Volunteer", ["Maria Lopez", "James Chen", "Aisha Khan", "Tom Riley", "Nina Patel"])
+volAssign = Col("Assignment", ["Shelter intake", "Boat rescue", "Medical triage", "Supply logistics", "Comms relay"])
+sep8 = Separator("horizontal")
+donHeader = CardHeader("Donations Received", null)
+donProgress = Progress(68, "$680,000 of $1,000,000 goal")
+sep9 = Separator("horizontal")
+aidHeader = CardHeader("Aid Requests Awaiting Action", null)
+aidList = ListBlock([aid1, aid2, aid3])
+aid1 = ListItem("Zone A - Medical supplies", "Urgent — insulin & bandages", null, "Assign")
+aid2 = ListItem("Zone C - Drinking water", "500 people, 24h supply needed", null, "Assign")
+aid3 = ListItem("Zone D - Rescue boats", "Rising water, 2 boats requested", null, "Assign")
+
+tabActions = TabItem("actions", "Tasks & Actions", [tasksHeader, tasksTable, sep10, resourceForm, sep11, actionButtons])
+tasksHeader = CardHeader("Open Tasks", "With assignees")
+tasksTable = Table([taskName, taskAssignee, taskStatus])
+taskName = Col("Task", ["Evacuate Zone A east", "Set up field hospital", "Restore Zone E power", "Distribute food kits", "Clear River Rd debris"])
+taskAssignee = Col("Assignee", ["Team Bravo", "Dr. Evans", "Utility Crew 3", "Volunteer Group 2", "Engineering Unit"])
+taskStatus = Col("Status", ["In progress", "Pending", "In progress", "Pending", "Blocked"])
+sep10 = Separator("horizontal")
+
+resourceForm = Form("resource-request", resFormButtons, [resTypeField, resQtyField])
+resTypeField = FormControl("Resource type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtAmb, rtBoat, rtWater, rtFood, rtPersonnel], "Select type")
+rtAmb = SelectItem("ambulances", "Ambulances")
+rtBoat = SelectItem("boats", "Rescue boats")
+rtWater = SelectItem("water", "Water supplies")
+rtFood = SelectItem("food", "Food kits")
+rtPersonnel = SelectItem("personnel", "Personnel")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 10", "number")
+resFormButtons = Buttons([reqSubmit])
+reqSubmit = Button("Request Resources", null, "primary")
+
+sep11 = Separator("horizontal")
+actionButtons = Buttons([broadcastBtn, focusBtn, sitrepBtn], "column")
+broadcastBtn = DialogBlock("Broadcast Update", "Broadcast Update", "Send a message to all channels and teams", [broadcastForm])
+broadcastForm = Form("broadcast", broadcastButtons, [msgField])
+msgField = FormControl("Message", msgArea)
+msgArea = TextArea("message", "Type the update to broadcast...", 4)
+broadcastButtons = Buttons([broadcastSend])
+broadcastSend = Button("Send Broadcast", null, "primary")
+focusBtn = DialogBlock("Focus on a Zone", "Focus on Zone", "Select a zone to focus the operation view", [focusForm])
+focusForm = Form("focus-zone", focusButtons, [zoneField])
+zoneField = FormControl("Zone", zoneSelect)
+zoneSelect = Select("zone", [zA, zB, zC, zD, zE], "Choose zone")
+zA = SelectItem("a", "Zone A - Riverside")
+zB = SelectItem("b", "Zone B - Downtown")
+zC = SelectItem("c", "Zone C - Hillcrest")
+zD = SelectItem("d", "Zone D - Harbor")
+zE = SelectItem("e", "Zone E - Suburbs")
+focusButtons = Buttons([focusApply])
+focusApply = Button("Focus", null, "primary")
+sitrepBtn = DialogBlock("File Situation Report", "Situation Report", "File a SITREP for the current operational period", [sitrepForm])
+sitrepForm = Form("sitrep", sitrepButtons, [sitrepZoneField, sitrepSummaryField])
+sitrepZoneField = FormControl("Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [zA, zB, zC, zD, zE], "Choose zone")
+sitrepSummaryField = FormControl("Summary", sitrepArea)
+sitrepArea = TextArea("summary", "Describe current situation, actions taken, and needs...", 5)
+sitrepButtons = Buttons([sitrepSubmit])
+sitrepSubmit = Button("File Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..dfe716d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-disaster__r4.txt
@@ -0,0 +1,111 @@
+root = Card([header, sevAlert, incidents, sevSummary, resources, shelters, routes, weather, outcomes, volunteers, donations, aidRequests, channels, roadsClosed, hospitals, tasks, actions, followups])
+
+header = CardHeader("Emergency Response Coordination Center", "Live operational overview")
+
+sevAlert = Alert("Critical incidents active", "3 zones report high-severity incidents requiring immediate attention", "destructive")
+
+incidents = SectionBlock([incSec], true)
+incSec = SectionItem("incidents", "Active Incidents by Zone", [incTable])
+incTable = Table([incZone, incType, incSev])
+incZone = Col("Zone", ["Zone A - Riverside", "Zone B - Downtown", "Zone C - Hillcrest", "Zone D - Portside", "Zone E - Meadow"])
+incType = Col("Incident", ["Flooding", "Building collapse", "Wildfire", "Gas leak", "Power outage"])
+incSev = Col("Severity", ["High", "Critical", "High", "Medium", "Low"])
+
+sevSummary = PieChart(["Critical", "High", "Medium", "Low"], [1, 2, 1, 1], "donut")
+
+resources = Table([resType, resAvail, resDeployed])
+resType = Col("Resource", ["Vehicles", "Personnel", "Supplies (units)"])
+resAvail = Col("Available", [42, 310, 1850], "number")
+resDeployed = Col("Deployed", [28, 240, 920], "number")
+
+shelters = Table([shName, shCap, shOcc])
+shName = Col("Shelter", ["Central High Gym", "Northside Church", "Community Arena", "Eastgate School"])
+shCap = Col("Capacity", [500, 200, 1200, 350], "number")
+shOcc = Col("Occupancy", [410, 195, 640, 120], "number")
+
+routes = Table([rtName, rtStatus])
+rtName = Col("Evacuation Route", ["Route 1 - North Bridge", "Route 2 - Coastal Hwy", "Route 3 - Valley Pass", "Route 4 - Ring Road"])
+rtStatus = Col("Status", ["Open", "Congested", "Blocked", "Open"])
+
+weather = LineChart(["0h", "12h", "24h", "36h", "48h"], [tempSeries, rainSeries], "natural", "Time", "Value")
+tempSeries = Series("Temp (°C)", [14, 12, 11, 13, 15])
+rainSeries = Series("Rain (mm)", [8, 22, 30, 18, 5])
+
+outcomes = Table([ocLabel, ocValue])
+ocLabel = Col("Outcome", ["People rescued", "Casualties"])
+ocValue = Col("Count", [1284, 37], "number")
+
+volunteers = Table([volName, volAssign])
+volName = Col("Volunteer", ["M. Chen", "R. Patel", "S. Okoro", "L. Novak", "T. Alvarez"])
+volAssign = Col("Assignment", ["Shelter intake", "Medical support", "Route logistics", "Comms relay", "Supply distribution"])
+
+donations = Table([donType, donAmount])
+donType = Col("Donation", ["Cash", "Water (bottles)", "Blankets", "Medical kits", "Food (meals)"])
+donAmount = Col("Received", ["$248,500", "42,000", "6,500", "1,200", "18,000"])
+
+aidRequests = ListBlock([aid1, aid2, aid3], "number")
+aid1 = ListItem("Medical supplies - Zone B", "Critical: awaiting dispatch", null, "Action")
+aid2 = ListItem("Drinking water - Central Shelter", "High: 2,000 units needed", null, "Action")
+aid3 = ListItem("Generators - Zone E", "Medium: 4 units requested", null, "Action")
+
+channels = Table([chName, chStatus])
+chName = Col("Channel", ["Radio Net", "Satellite Phone", "Cellular", "Internet Ops", "Public Alert System"])
+chStatus = Col("Status", ["Up", "Up", "Degraded", "Up", "Down"])
+
+roadsClosed = TagBlock(["Main St Bridge", "Hwy 9 Underpass", "Elm & 5th", "Harbor Rd", "Ridge Tunnel"])
+
+hospitals = Table([hosName, hosBeds])
+hosName = Col("Hospital", ["St. Mary General", "Riverside Medical", "Hillcrest Clinic", "Portside Trauma"])
+hosBeds = Col("Free Beds", [24, 8, 3, 15], "number")
+
+tasks = Table([taskName, taskAssignee, taskState])
+taskName = Col("Task", ["Restore Zone C comms", "Reinforce North Bridge", "Distribute meals Zone A", "Assess Portside gas leak"])
+taskAssignee = Col("Assignee", ["Team Alpha", "Engineering Unit 2", "Volunteers Grp 4", "Hazmat Team 1"])
+taskState = Col("Status", ["In progress", "Open", "In progress", "Open"])
+
+actions = Buttons([broadcastBtn, focusBtn, reqBtn, sitrepBtn], "column")
+broadcastBtn = DialogBlock("Broadcast Update", "Broadcast an Update", "Send a message to all active channels", [broadcastForm], "default")
+broadcastForm = Form("broadcast", broadcastButtons, [msgField])
+msgField = FormControl("Message", msgArea)
+msgArea = TextArea("message", "Type the update to broadcast...", 4)
+broadcastButtons = Buttons([sendBtn])
+sendBtn = Button("Send Broadcast", null, "primary")
+
+focusBtn = DialogBlock("Focus on a Zone", "Focus on One Zone", "Select a zone to prioritize", [focusForm], "secondary")
+focusForm = Form("focus-zone", focusButtons, [zoneField])
+zoneField = FormControl("Zone", zoneSelect)
+zoneSelect = Select("zone", [zA, zB, zC, zD, zE], "Choose a zone")
+zA = SelectItem("A", "Zone A - Riverside")
+zB = SelectItem("B", "Zone B - Downtown")
+zC = SelectItem("C", "Zone C - Hillcrest")
+zD = SelectItem("D", "Zone D - Portside")
+zE = SelectItem("E", "Zone E - Meadow")
+focusButtons = Buttons([focusSubmit])
+focusSubmit = Button("Focus Zone", null, "primary")
+
+reqBtn = DialogBlock("Request Resources", "Request More Resources", "Specify resource type and quantity", [reqForm], "outline")
+reqForm = Form("request-resources", reqButtons, [resTypeField, resQtyField])
+resTypeField = FormControl("Resource type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtVeh, rtPer, rtSup, rtMed], "Select type")
+rtVeh = SelectItem("vehicles", "Vehicles")
+rtPer = SelectItem("personnel", "Personnel")
+rtSup = SelectItem("supplies", "Supplies")
+rtMed = SelectItem("medical", "Medical kits")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 50", "number")
+reqButtons = Buttons([reqSubmit])
+reqSubmit = Button("Submit Request", null, "primary")
+
+sitrepBtn = DialogBlock("File Situation Report", "File a Situation Report", "Summarize current field conditions", [sitrepForm], "outline")
+sitrepForm = Form("sitrep", sitrepButtons, [sitZoneField, sitBodyField])
+sitZoneField = FormControl("Zone", sitZoneSelect)
+sitZoneSelect = Select("sit_zone", [zA, zB, zC, zD, zE], "Choose a zone")
+sitBodyField = FormControl("Report", sitBodyArea)
+sitBodyArea = TextArea("report", "Describe the situation...", 5)
+sitrepButtons = Buttons([sitSubmit])
+sitSubmit = Button("File Report", null, "primary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show casualty breakdown by zone")
+fu2 = FollowUpItem("Reallocate personnel to Zone B")
+fu3 = FollowUpItem("Project shelter capacity for next 24h")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..9298fde96
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r1.txt
@@ -0,0 +1,62 @@
+root = Card([header, controls, kpiRow, financials, deptSection, riskSection, initiatives, boardSection, actions])
+
+header = CardHeader("Q3 2024 Command View", "Executive quarterly performance")
+
+controls = Card([quarterSelect, regionSelect], "sunk", "row", "m")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 2024")
+q1 = SelectItem("q1", "Q1 2024")
+q2 = SelectItem("q2", "Q2 2024")
+q3 = SelectItem("q3", "Q3 2024")
+q4 = SelectItem("q4", "Q4 2024")
+regionSelect = Select("region", [rAll, rNA, rEU, rAPAC], "Focus region")
+rAll = SelectItem("all", "All regions")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rAPAC = SelectItem("apac", "APAC")
+
+kpiRow = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Revenue", "Costs", "Profit"])
+kpiValue = Col("Value", ["$14.2M", "$9.1M", "$5.1M"])
+
+financials = Tabs([revTab, costTab])
+revTab = TabItem("rev", "Revenue Trend", [revChart])
+revChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [revSeries], "natural", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [10.8, 12.4, 14.2, 15.9])
+costTab = TabItem("cost", "Cost Trend", [costChart])
+costChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [costSeries], "natural", "Quarter", "USD (M)")
+costSeries = Series("Costs", [7.6, 8.3, 9.1, 9.8])
+
+deptSection = Tabs([budgetTab, headcountTab])
+budgetTab = TabItem("budget", "Budget vs Plan", [budgetChart])
+budgetChart = BarChart(["Eng", "Sales", "Marketing", "Ops", "G&A"], [actualSeries, planSeries], "grouped", "Department", "USD (M)")
+actualSeries = Series("Actual", [3.2, 2.1, 1.4, 1.1, 0.9])
+planSeries = Series("Plan", [3.0, 2.3, 1.6, 1.0, 0.8])
+headcountTab = TabItem("headcount", "Headcount", [headcountChart])
+headcountChart = HorizontalBarChart(["Eng", "Sales", "Marketing", "Ops", "G&A"], [hcSeries], "grouped", "People", "Department")
+hcSeries = Series("Headcount", [142, 88, 41, 55, 27])
+
+riskSection = Table([riskName, riskOwner, riskLevel])
+riskName = Col("Top Risk", ["Key customer churn exposure", "Cloud cost overrun", "Regulatory change (EU)", "Talent attrition in Eng"])
+riskOwner = Col("Owner", ["CRO", "CTO", "General Counsel", "VP Engineering"])
+riskLevel = Col("Severity", ["High", "Medium", "Medium", "High"])
+
+initiatives = ListBlock([initA, initB, initC, initD])
+initA = ListItem("Enterprise expansion", "Status: On Track")
+initB = ListItem("Platform re-architecture", "Status: At Risk")
+initC = ListItem("APAC market entry", "Status: On Track")
+initD = ListItem("AI product launch", "Status: Delayed")
+
+boardSection = Card([opsKpis, pipelineTab, boardList], "sunk", "column", "m")
+opsKpis = Table([opsName, opsValue])
+opsName = Col("Operating Metric", ["Runway", "Pipeline Value", "Win Rate", "Customers", "Churn", "NPS"])
+opsValue = Col("Value", ["18 months", "$42.6M", "31%", "4,820", "3.4%", "58"])
+pipelineTab = Progress(31, "Win rate — 31%")
+boardList = ListBlock([bItem1, bItem2, bItem3, bItem4], "number")
+bItem1 = ListItem("Approve FY25 budget", "Finance to present final plan")
+bItem2 = ListItem("Series C financing review", "Term sheet decision required")
+bItem3 = ListItem("Executive comp package", "Comp committee recommendation")
+bItem4 = ListItem("APAC expansion go/no-go", "Vote on market entry")
+
+actions = Buttons([exportBtn, refreshBtn])
+exportBtn = Button("Export board pack", null, "primary")
+refreshBtn = Button("Refresh data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..2d1226f79
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r2.txt
@@ -0,0 +1,82 @@
+root = Card([header, controls, kpiRow, healthRow, trends, deptTabs, riskSection, initiatives, boardSection, footer])
+
+header = CardHeader("Q4 2024 Command View", "Executive quarterly review")
+
+controls = Card([quarterSelect, regionSelect, exportBtn], "sunk", "row", "m", "center", "between", true)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q4 2024")
+q1 = SelectItem("q1", "Q1 2024")
+q2 = SelectItem("q2", "Q2 2024")
+q3 = SelectItem("q3", "Q3 2024")
+q4 = SelectItem("q4", "Q4 2024")
+regionSelect = Select("region", [rAll, rNA, rEU, rAPAC], "Focus region", null, "All regions")
+rAll = SelectItem("all", "All regions")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "EMEA")
+rAPAC = SelectItem("apac", "APAC")
+exportBtn = Button("Export board pack", null, "primary")
+
+kpiRow = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Profit"])
+kpiValue = Col("This quarter", ["$48.2M", "$31.6M", "$16.6M"])
+kpiDelta = Col("QoQ", ["+9.4%", "+4.1%", "+21.7%"])
+
+healthRow = Card([runway, pipeline, winRate, custBadge, nps], "clear", "row", "m", "stretch", "between", true)
+runway = Card([runwayLabel, runwayVal], "sunk", "column", "xs")
+runwayLabel = TextContent("Runway", "small")
+runwayVal = TextContent("**19 months**", "large-heavy")
+pipeline = Card([pipeLabel, pipeVal], "sunk", "column", "xs")
+pipeLabel = TextContent("Sales pipeline", "small")
+pipeVal = TextContent("**$82.4M**", "large-heavy")
+winRate = Card([winLabel, winVal], "sunk", "column", "xs")
+winLabel = TextContent("Win rate", "small")
+winVal = TextContent("**27.5%**", "large-heavy")
+custBadge = Card([custLabel, custVal, churnVal], "sunk", "column", "xs")
+custLabel = TextContent("Customers", "small")
+custVal = TextContent("**4,182**", "large-heavy")
+churnVal = TextContent("Churn 1.9% / mo", "small")
+nps = Card([npsLabel, npsVal], "sunk", "column", "xs")
+npsLabel = TextContent("NPS", "small")
+npsVal = TextContent("**62**", "large-heavy")
+
+trends = Card([revChart, costChart], "clear", "row", "l", "stretch", "between", true)
+revChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [revSeries], "natural", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [38.1, 41.9, 44.0, 48.2])
+costChart = LineChart(["Q1", "Q2", "Q3", "Q4"], [costSeries], "natural", "Quarter", "USD (M)")
+costSeries = Series("Costs", [27.8, 29.1, 30.4, 31.6])
+
+deptTabs = Tabs([budgetTab, headcountTab])
+budgetTab = TabItem("budget", "Budget vs Plan", [budgetChart])
+budgetChart = BarChart(["Sales", "R&D", "Marketing", "Ops", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "USD (M)")
+budgetActual = Series("Actual", [9.2, 8.6, 5.1, 4.8, 3.9])
+budgetPlan = Series("Plan", [8.8, 9.0, 5.5, 4.5, 3.8])
+headcountTab = TabItem("headcount", "Headcount", [hcChart])
+hcChart = HorizontalBarChart(["Sales", "R&D", "Marketing", "Ops", "G&A"], [hcSeries], "grouped", "People", "Department")
+hcSeries = Series("Headcount", [214, 186, 72, 98, 41])
+
+riskSection = Card([riskHeader, riskTable])
+riskHeader = Heading("Top Risks", "h3")
+riskTable = Table([riskName, riskOwner, riskLevel])
+riskName = Col("Risk", ["Key customer concentration", "Cloud cost overrun", "Talent attrition in R&D", "FX exposure EMEA"])
+riskOwner = Col("Owner", ["S. Patel (CRO)", "M. Chen (CTO)", "L. Ortiz (CPO)", "A. Novak (CFO)"])
+riskLevel = Col("Level", ["High", "Medium", "Medium", "Low"])
+
+initiatives = Card([initHeader, initList])
+initHeader = Heading("Strategic Initiatives", "h3")
+initList = ListBlock([initA, initB, initC, initD])
+initA = ListItem("AI product launch", "On track — GA in Q1 2025")
+initB = ListItem("Enterprise expansion", "At risk — pipeline below target")
+initC = ListItem("EMEA data center", "On track — 80% complete")
+initD = ListItem("Platform re-architecture", "Delayed — new ETA Q2 2025")
+
+boardSection = Card([boardHeader, boardList])
+boardHeader = Heading("Next Board Meeting Agenda", "h3")
+boardList = ListBlock([b1, b2, b3, b4], "number")
+b1 = ListItem("FY25 budget approval", "Review and vote on proposed plan")
+b2 = ListItem("AI product go-to-market", "Launch readiness and pricing")
+b3 = ListItem("Fundraising options", "Extend runway beyond 24 months")
+b4 = ListItem("Executive comp review", "Comp committee recommendations")
+
+footer = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Break revenue down by region")
+f2 = FollowUpItem("Show detailed cost drivers")
+f3 = FollowUpItem("Model 3 quarters of forecast")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..1257ac82b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r3.txt
@@ -0,0 +1,61 @@
+root = Card([header, controls, kpis, finTrend, deptSection, riskSection, initSection, healthSection, boardSection, actions])
+
+header = CardHeader("Q3 FY25 Command View", "Executive quarterly overview")
+
+controls = Card([quarterSelect, regionSelect], "sunk", "row", "m", "center", "between")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "Q3 FY25")
+q1 = SelectItem("q1", "Q1 FY25")
+q2 = SelectItem("q2", "Q2 FY25")
+q3 = SelectItem("q3", "Q3 FY25")
+q4 = SelectItem("q4", "Q4 FY25")
+regionSelect = Select("region", [rAll, rAmer, rEmea, rApac], "Focus region", null, "All regions")
+rAll = SelectItem("all", "All regions")
+rAmer = SelectItem("amer", "Americas")
+rEmea = SelectItem("emea", "EMEA")
+rApac = SelectItem("apac", "APAC")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Profit"])
+kpiValue = Col("Value", ["$48.2M", "$31.6M", "$16.6M"])
+
+finTrend = LineChart(["Q4 FY24", "Q1 FY25", "Q2 FY25", "Q3 FY25"], [revSeries, costSeries], "natural", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [38.4, 41.9, 45.1, 48.2])
+costSeries = Series("Costs", [27.1, 28.9, 30.4, 31.6])
+
+deptSection = Card([budgetChart, headcountChart], "clear", "column", "l")
+budgetChart = BarChart(["Sales", "Eng", "Marketing", "Ops", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "Spend ($M)")
+budgetActual = Series("Actual", [9.2, 12.4, 5.1, 3.0, 1.9])
+budgetPlan = Series("Plan", [8.8, 12.0, 5.5, 3.2, 2.0])
+headcountChart = HorizontalBarChart(["Sales", "Eng", "Marketing", "Ops", "G&A"], [headcountSeries], "grouped", "Headcount", "Department")
+headcountSeries = Series("Headcount", [86, 142, 34, 28, 19])
+
+riskSection = Table([riskName, riskOwner, riskSeverity])
+riskName = Col("Top Risk", ["Key account concentration", "Cloud cost overrun", "Regulatory audit EMEA", "Senior eng attrition"])
+riskOwner = Col("Owner", ["A. Rivera (CRO)", "M. Chen (CTO)", "L. Osei (GC)", "P. Novak (VP Eng)"])
+riskSeverity = Col("Severity", ["High", "Medium", "High", "Medium"])
+
+initSection = ListBlock([init1, init2, init3, init4])
+init1 = ListItem("Enterprise tier launch", "On track — GA in Q4", null, "Green")
+init2 = ListItem("APAC market entry", "At risk — hiring delays", null, "Amber")
+init3 = ListItem("Platform re-architecture", "On track — 60% complete", null, "Green")
+init4 = ListItem("Pricing overhaul", "Blocked — pending legal", null, "Red")
+
+healthSection = Card([runwayInfo, pipelineChart, custStats, npsProgress], "clear", "column", "l")
+runwayInfo = TextCallout("info", "Runway: 22 months", "Sales pipeline value: $112M · Win rate: 27%")
+pipelineChart = PieChart(["Prospect", "Qualified", "Proposal", "Commit"], [42, 31, 24, 15], "donut")
+custStats = Table([custMetric, custVal])
+custMetric = Col("Customer Metric", ["Total customers", "Quarterly churn"])
+custVal = Col("Value", ["3,480", "2.1%"])
+npsProgress = Progress(62, "NPS: 62")
+
+boardSection = SectionBlock([boardItems])
+boardItems = SectionItem("board", "Next Board Meeting Agenda", [boardList])
+boardList = ListBlock([b1, b2, b3, b4], "number")
+b1 = ListItem("Approve FY26 budget", "Finance to present final numbers")
+b2 = ListItem("APAC expansion go/no-go", "Decision on market entry timing")
+b3 = ListItem("Series D fundraise readiness", "Review deck and target investors")
+b4 = ListItem("CTO succession plan", "Executive comp and retention review")
+
+actions = Buttons([exportBtn, drillBtn])
+exportBtn = Button("Export board pack", null, "primary")
+drillBtn = Button("Drill into financials", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..66f6822c2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-exec__r4.txt
@@ -0,0 +1,70 @@
+root = Card([header, controls, kpiRow, trendsHeader, trends, budgetHeader, budget, headcount, risksHeader, risks, initHeader, initiatives, healthHeader, healthRow, boardHeader, board, actions])
+
+header = CardHeader("Q3 FY24 Command View", "CEO quarterly briefing")
+
+controls = Card([quarterField, regionField], "sunk", "row", "m", "end")
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [qQ1, qQ2, qQ3, qQ4], "Select quarter", null, "Q3 FY24")
+qQ1 = SelectItem("q1", "Q1 FY24")
+qQ2 = SelectItem("q2", "Q2 FY24")
+qQ3 = SelectItem("q3", "Q3 FY24")
+qQ4 = SelectItem("q4", "Q4 FY24")
+regionField = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [rAll, rNa, rEu, rApac], "All regions", null, "all")
+rAll = SelectItem("all", "All regions")
+rNa = SelectItem("na", "North America")
+rEu = SelectItem("eu", "EMEA")
+rApac = SelectItem("apac", "APAC")
+
+kpiRow = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Profit"])
+kpiValue = Col("This Quarter", ["$48.2M", "$31.6M", "$16.6M"])
+kpiChange = Col("QoQ", ["+9.1%", "+4.3%", "+18.7%"])
+
+trendsHeader = Heading("Revenue & Cost Trends", "h3")
+trends = LineChart(["Q4 FY23", "Q1 FY24", "Q2 FY24", "Q3 FY24"], [revSeries, costSeries], "natural", "Quarter", "USD (M)")
+revSeries = Series("Revenue", [39.8, 42.5, 44.2, 48.2])
+costSeries = Series("Costs", [28.9, 29.7, 30.3, 31.6])
+
+budgetHeader = Heading("Budget by Department vs Plan", "h3")
+budget = BarChart(["Sales", "R&D", "Marketing", "Ops", "G&A"], [planSeries, actualSeries], "grouped", "Department", "USD (M)")
+planSeries = Series("Plan", [9.0, 10.5, 6.0, 4.5, 3.0])
+actualSeries = Series("Actual", [9.6, 10.1, 6.8, 4.3, 2.9])
+
+headcount = Card([headcountHeader, headcountChart], "sunk", "column", "s")
+headcountHeader = Heading("Headcount by Department", "h3")
+headcountChart = HorizontalBarChart(["Sales", "R&D", "Marketing", "Ops", "G&A"], [hcSeries], "grouped", "People", "Department")
+hcSeries = Series("Headcount", [142, 198, 64, 88, 41])
+
+risksHeader = Heading("Top Risks", "h3")
+risks = Table([riskName, riskOwner, riskLevel])
+riskName = Col("Risk", ["Enterprise churn concentration", "EU regulatory changes", "Key supplier dependency", "Cloud cost overrun"])
+riskOwner = Col("Owner", ["S. Patel (CRO)", "L. Chen (GC)", "M. Ortiz (COO)", "R. Kim (CTO)"])
+riskLevel = Col("Severity", ["High", "Medium", "High", "Medium"])
+
+initHeader = Heading("Strategic Initiatives", "h3")
+initiatives = ListBlock([initA, initB, initC, initD])
+initA = ListItem("Platform re-architecture", "On track — 68% complete")
+initB = ListItem("APAC market entry", "At risk — hiring delays")
+initC = ListItem("Enterprise self-serve", "On track — GA in Q4")
+initD = ListItem("Cost optimization program", "Ahead — $2.1M saved YTD")
+
+healthHeader = Heading("Business Health", "h3")
+healthRow = Card([runwayCard, pipelineCard, healthTable], "clear", "column", "m")
+runwayCard = Progress(72, "Runway: 18 months")
+pipelineCard = Progress(64, "Win rate: 27% · Pipeline $124M")
+healthTable = Table([healthMetric, healthValue])
+healthMetric = Col("Metric", ["Runway", "Pipeline value", "Win rate", "Customers", "Churn", "NPS"])
+healthValue = Col("Value", ["18 months", "$124M", "27%", "3,412", "3.8%", "61"])
+
+boardHeader = Heading("Next Board Meeting Agenda", "h3")
+board = ListBlock([boardA, boardB, boardC, boardD, boardE], "number")
+boardA = ListItem("FY25 budget approval", "Finance to present revised plan")
+boardB = ListItem("APAC go/no-go decision", "Review hiring & market data")
+boardC = ListItem("Enterprise churn mitigation", "CRO action plan")
+boardD = ListItem("Series D fundraising timeline", "Board vote required")
+boardE = ListItem("Executive comp review", "Comp committee recommendation")
+
+actions = Buttons([exportBtn, refreshBtn])
+exportBtn = Button("Export board pack", null, "primary")
+refreshBtn = Button("Refresh data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..4fa2634f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r1.txt
@@ -0,0 +1,84 @@
+root = Card([header, kpis, riskAlert, timeframe, positions, exposure, gainersLosers, watchlist, orders, headlines, econ, strategy, drawdown, riskLimits, actions])
+
+header = CardHeader("Morning Workspace", "Trading Desk — Global Macro")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (1d, 95%)", "Margin In Use"])
+kpiValue = Col("Value", ["$48,240,600", "+$312,480 (+0.65%)", "$1,184,000", "$9,620,000 (42%)"])
+
+riskAlert = Alert("Risk limits nearing breach", "2 limits are within 10% of their threshold — review before adding exposure", "warning")
+
+timeframe = Form("timeframe", tfButtons, [tfField])
+tfField = FormControl("Timeframe", tfSelect)
+tfSelect = Select("range", [tf1d, tf1w, tf1m, tfYtd], "Select range")
+tf1d = SelectItem("1d", "Today")
+tf1w = SelectItem("1w", "This Week")
+tf1m = SelectItem("1m", "This Month")
+tfYtd = SelectItem("ytd", "Year to Date")
+tfButtons = Buttons([tfApply])
+tfApply = Button("Apply", null, "secondary")
+
+positions = Table([posTicker, posSize, posEntry, posCurrent])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "AMZN"])
+posSize = Col("Size", [12000, 8500, 4200, -3000, 6000], "number")
+posEntry = Col("Entry", [212.40, 418.10, 118.60, 244.20, 178.30], "number")
+posCurrent = Col("Current", [215.80, 421.50, 124.10, 238.90, 181.60], "number")
+
+exposure = PieChart(exposureLabels, exposureValues, "donut")
+exposureLabels = ["Technology", "Financials", "Energy", "Healthcare", "Consumer"]
+exposureValues = [38, 22, 15, 14, 11]
+
+gainersLosers = BarChart(glLabels, [glSeries], "grouped", "Instrument", "% Change")
+glLabels = ["NVDA", "AAPL", "AMZN", "TSLA", "META"]
+glSeries = Series("Change %", [4.6, 1.6, 1.9, -2.2, -3.4])
+
+watchlist = Table([wTicker, wPrice])
+wTicker = Col("Ticker", ["GOOGL", "AMD", "COIN", "SPY", "GLD"])
+wPrice = Col("Price", [174.20, 162.80, 248.90, 592.40, 251.30], "number")
+
+orders = Table([oTicker, oSide, oQty, oType, oStatus])
+oTicker = Col("Ticker", ["MSFT", "NVDA", "TSLA"])
+oSide = Col("Side", ["Buy", "Buy", "Sell"])
+oQty = Col("Qty", [2000, 1500, 1000], "number")
+oType = Col("Type", ["Limit 419.00", "Limit 122.00", "Stop 235.00"])
+oStatus = Col("Status", ["Working", "Working", "Working"])
+
+headlines = ListBlock([hl1, hl2, hl3])
+hl1 = ListItem("Fed signals patience on rate cuts", "Sentiment: Neutral — rates markets muted")
+hl2 = ListItem("NVDA supplier raises Q3 guidance", "Sentiment: Positive — chip demand strong")
+hl3 = ListItem("Oil slips on demand concerns", "Sentiment: Negative — energy names under pressure")
+
+econ = Table([ecDay, ecEvent, ecForecast])
+ecDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+ecEvent = Col("Release", ["ISM Manufacturing", "JOLTS Openings", "FOMC Minutes", "CPI", "Nonfarm Payrolls"])
+ecForecast = Col("Forecast", ["48.9", "8.1M", "—", "3.2% YoY", "185K"])
+
+strategy = HorizontalBarChart(stratLabels, [stratSeries], "grouped", "Return %", "Strategy")
+stratLabels = ["Global Macro", "Stat Arb", "Long/Short", "Vol Carry", "Trend"]
+stratSeries = Series("YTD Return %", [14.2, 8.6, 11.9, -3.1, 6.4])
+
+drawdown = AreaChart(ddLabels, [ddSeries], "natural", "Month", "Drawdown %")
+ddLabels = ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"]
+ddSeries = Series("Drawdown", [-2.1, -4.8, -3.2, -1.5, -6.4, -5.1, -2.9, -1.2, -3.6, -4.2, -2.0, -1.1])
+
+riskLimits = Table([rlName, rlUsage, rlStatus])
+rlName = Col("Limit", ["Gross Exposure", "Sector Tech Cap", "Single Name Cap", "VaR Budget"])
+rlUsage = Col("Usage", ["94%", "96%", "71%", "88%"])
+rlStatus = Col("Status", ["Near breach", "Near breach", "OK", "Watch"])
+
+actions = Buttons([rebalanceBtn, orderBtn])
+rebalanceBtn = Button("Rebalance Portfolio", null, "primary")
+
+orderBtn = DialogBlock("Place Order", "New Order", "Enter order details", [orderForm], "default")
+orderForm = Form("place-order", orderFormButtons, [ofTicker, ofSide, ofQty])
+ofTicker = FormControl("Ticker", ofTickerInput)
+ofTickerInput = Input("ticker", "e.g. AAPL")
+ofSide = FormControl("Side", ofSideRadio)
+ofSideRadio = RadioGroup("side", [ofBuy, ofSell], "buy")
+ofBuy = RadioItem("Buy", "Open or add long", "buy")
+ofSell = RadioItem("Sell", "Close or short", "sell")
+ofQty = FormControl("Quantity", ofQtyInput)
+ofQtyInput = Input("qty", "0", "number")
+orderFormButtons = Buttons([ofSubmit, ofCancel])
+ofSubmit = Button("Submit Order", null, "primary")
+ofCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..dc497aa29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r2.txt
@@ -0,0 +1,113 @@
+root = Card([header, breach, kpis, timeframe, tabs, actions])
+
+header = CardHeader("Trading Desk — Morning Workspace", "Monday, 09:15 ET")
+
+breach = Alert("Risk limit near breach", "Tech sector exposure at 27.4% of 30% cap; single-name AAPL at 9.1% of 10% cap", "warning")
+
+kpis = Table([kpiName, kpiValue, kpiNote])
+kpiName = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (1d 95%)", "Margin In Use"])
+kpiValue = Col("Value", ["$48.62M", "+$312,480", "$1.94M", "$14.3M / $22.0M"])
+kpiNote = Col("Detail", ["NAV", "+0.65%", "4.0% of NAV", "65% utilized"])
+
+timeframe = Buttons([tf1d, tf1w, tf1m, tfytd, tf1y])
+tf1d = Button("1D", null, "secondary", "normal", "small")
+tf1w = Button("1W", null, "secondary", "normal", "small")
+tf1m = Button("1M", null, "secondary", "normal", "small")
+tfytd = Button("YTD", null, "primary", "normal", "small")
+tf1y = Button("1Y", null, "secondary", "normal", "small")
+
+tabs = Tabs([tabPositions, tabRisk, tabWatch, tabMarket, tabPerf])
+
+tabPositions = TabItem("positions", "Positions & Orders", [positionsTable, sep1, ordersHeader, ordersTable])
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XOM"])
+posSize = Col("Size", [12000, 8500, 4200, -3000, 6000, 9000], "number")
+posEntry = Col("Entry", [182.40, 401.20, 118.90, 244.10, 196.30, 108.75], "number")
+posCurrent = Col("Current", [188.20, 412.55, 131.40, 236.80, 201.10, 111.20], "number")
+posPnl = Col("Unrealized", ["+$69,600", "+$96,475", "+$52,500", "+$21,900", "+$28,800", "+$22,050"])
+sep1 = Separator("horizontal")
+ordersHeader = Heading("Working Orders", "h4")
+ordersTable = Table([ordId, ordTicker, ordSide, ordQty, ordType, ordStatus])
+ordId = Col("Order", ["#A1042", "#A1043", "#A1051", "#A1058"])
+ordTicker = Col("Ticker", ["NVDA", "AAPL", "META", "GLD"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY", "BUY"])
+ordQty = Col("Qty", [1500, 4000, 2200, 5000], "number")
+ordType = Col("Type", ["LMT 129.50", "LMT 190.00", "LMT 498.00", "MKT"])
+ordStatus = Col("Status", ["Working", "Working", "Partial", "Queued"])
+
+tabRisk = TabItem("risk", "Risk & Exposure", [exposureHeader, exposureChart, sep2, varHeader, varText, sep3, drawdownHeader, drawdownChart, sep4, limitsTable])
+exposureHeader = Heading("Exposure by Sector", "h4")
+exposureChart = PieChart(sectorLabels, sectorValues, "donut")
+sectorLabels = ["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Cash"]
+sectorValues = [27.4, 18.2, 12.6, 11.0, 14.8, 16.0]
+sep2 = Separator("horizontal")
+varHeader = Heading("Value at Risk", "h4")
+varText = TextContent("1-day 95% VaR: **$1.94M** (4.0% of NAV) · 10-day: **$6.13M** · Expected Shortfall: **$2.71M**")
+sep3 = Separator("horizontal")
+drawdownHeader = Heading("Drawdown — Trailing 12 Months", "h4")
+drawdownChart = AreaChart(ddLabels, [ddSeries], "natural", "Month", "Drawdown %")
+ddLabels = ["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"]
+ddSeries = Series("Drawdown", [-2.1, -4.8, -6.2, -3.4, -1.2, -0.6, -2.9, -5.1, -3.8, -1.9, -0.9, -1.4])
+sep4 = Separator("horizontal")
+limitsTable = Table([limName, limUsed, limCap, limStatus])
+limName = Col("Limit", ["Tech Sector", "Single Name (AAPL)", "Gross Leverage", "Net Exposure", "1d VaR"])
+limUsed = Col("Current", ["27.4%", "9.1%", "1.8x", "62%", "4.0%"])
+limCap = Col("Cap", ["30%", "10%", "2.0x", "75%", "5.0%"])
+limStatus = Col("Status", ["Near", "Near", "OK", "OK", "OK"])
+
+tabWatch = TabItem("watch", "Watchlist & Movers", [watchHeader, watchTable, sep5, gainersHeader, gainersChart, losersHeader, losersChart])
+watchHeader = Heading("Watchlist", "h4")
+watchTable = Table([wTicker, wPrice, wChg])
+wTicker = Col("Instrument", ["META", "AMZN", "GOOGL", "GLD", "BTC-USD", "US10Y"])
+wPrice = Col("Price", [496.80, 178.35, 165.20, 214.60, 61840.00, 4.28], "number")
+wChg = Col("Chg %", ["+1.2%", "-0.4%", "+0.8%", "+0.3%", "-1.9%", "+0.05"])
+sep5 = Separator("horizontal")
+gainersHeader = Heading("Today's Biggest Gainers", "h4")
+gainersChart = HorizontalBarChart(gainLabels, [gainSeries], "grouped", "% Change", "Ticker")
+gainLabels = ["NVDA", "AAPL", "MSFT", "META", "JPM"]
+gainSeries = Series("Gain %", [4.2, 3.1, 2.4, 1.2, 0.9])
+losersHeader = Heading("Today's Biggest Losers", "h4")
+losersChart = HorizontalBarChart(loseLabels, [loseSeries], "grouped", "% Change", "Ticker")
+loseLabels = ["TSLA", "BTC-USD", "AMZN", "XOM", "GOOGL"]
+loseSeries = Series("Loss %", [-3.0, -1.9, -0.4, -0.3, -0.2]) 
+
+tabMarket = TabItem("market", "Market & Calendar", [headlinesHeader, headlines, sep6, calHeader, calTable])
+headlinesHeader = Heading("Market Headlines", "h4")
+headlines = ListBlock([hl1, hl2, hl3, hl4])
+hl1 = ListItem("Fed holds rates, signals data-dependence", "Sentiment: Neutral")
+hl2 = ListItem("NVDA guidance tops estimates on AI demand", "Sentiment: Bullish")
+hl3 = ListItem("Oil slips as inventories build", "Sentiment: Bearish")
+hl4 = ListItem("Jobless claims fall to 3-month low", "Sentiment: Bullish")
+sep6 = Separator("horizontal")
+calHeader = Heading("Economic Releases This Week", "h4")
+calTable = Table([calDay, calEvent, calForecast, calPrior])
+calDay = Col("Day", ["Tue", "Wed", "Thu", "Thu", "Fri"])
+calEvent = Col("Release", ["CPI m/m", "Retail Sales", "Jobless Claims", "PPI m/m", "U. Michigan Sentiment"])
+calForecast = Col("Forecast", ["0.3%", "0.4%", "220K", "0.2%", "69.5"])
+calPrior = Col("Prior", ["0.4%", "0.6%", "215K", "0.3%", "68.2"])
+
+tabPerf = TabItem("perf", "Strategy Performance", [perfHeader, perfChart, perfTable])
+perfHeader = Heading("Strategy Returns — Year to Date", "h4")
+perfChart = BarChart(stratLabels, [stratSeries], "grouped", "Strategy", "Return %")
+stratLabels = ["Momentum", "Mean Rev", "Macro", "Stat Arb", "Vol Carry"]
+stratSeries = Series("YTD Return %", [14.2, 6.8, 9.1, 4.3, -2.1])
+perfTable = Table([stratName, stratRet, stratSharpe])
+stratName = Col("Strategy", ["Momentum", "Mean Reversion", "Macro", "Stat Arb", "Vol Carry"])
+stratRet = Col("YTD", ["+14.2%", "+6.8%", "+9.1%", "+4.3%", "-2.1%"])
+stratSharpe = Col("Sharpe", [1.84, 1.12, 1.45, 0.96, 0.41], "number")
+
+actions = Buttons([rebalanceBtn, orderDialog])
+rebalanceBtn = Button("Rebalance Portfolio", null, "primary")
+orderDialog = DialogBlock("Place Order", "New Order", "Enter order details", [orderForm], "default")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput)
+tickerInput = Input("ticker", "e.g. AAPL", "text")
+sideField = FormControl("Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Open or add long", "buy")
+sideSell = RadioItem("Sell", "Reduce or short", "sell")
+qtyField = FormControl("Quantity", qtyInput)
+qtyInput = Input("qty", "e.g. 1000", "number")
+orderButtons = Buttons([submitOrder, cancelOrder])
+submitOrder = Button("Submit Order", null, "primary")
+cancelOrder = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..d15c47078
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r3.txt
@@ -0,0 +1,101 @@
+root = Card([header, timeframeCtl, kpis, riskAlert, positionsHdr, positions, sectorHdr, sectorChart, moversHdr, movers, watchHdr, watchlist, ordersHdr, workingOrders, newsHdr, headlines, econHdr, econ, stratHdr, stratChart, ddHdr, ddChart, limitsHdr, limits, actionsHdr, actions])
+
+header = CardHeader("Morning Workspace", "Trading Desk — as of 08:45 ET")
+
+timeframeCtl = Form("timeframe", tfButtons, [tfField])
+tfField = FormControl("Timeframe", tfSelect)
+tfSelect = Select("timeframe", [tf1, tf2, tf3, tf4], "Select timeframe", null, "1D")
+tf1 = SelectItem("1D", "Today")
+tf2 = SelectItem("1W", "This Week")
+tf3 = SelectItem("1M", "This Month")
+tf4 = SelectItem("YTD", "Year to Date")
+tfButtons = Buttons([tfApply])
+tfApply = Button("Apply", null, "secondary")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1d)", "Margin In Use"])
+kpiValue = Col("Value", ["$48,720,400", "+$312,880 (+0.65%)", "$1,240,000", "$9,600,000 (32%)"])
+
+riskAlert = Alert("Risk limit near breach", "Tech sector exposure at 27% of 30% cap; single-name AAPL at 8.2% of 10% cap.", "warning")
+
+positionsHdr = Heading("Positions", "h3")
+positions = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "AMZN", "JPM"])
+posSize = Col("Size", [12000, 8500, 4200, -3000, 6000, 5000], "number")
+posEntry = Col("Entry", [178.40, 402.10, 118.60, 245.80, 172.30, 191.50], "number")
+posCurrent = Col("Current", [182.15, 411.20, 124.90, 238.40, 175.60, 193.20], "number")
+posPnl = Col("P&L", ["+$45,000", "+$77,350", "+$26,460", "+$22,200", "+$19,800", "+$8,500"])
+
+sectorHdr = Heading("Exposure by Sector", "h3")
+sectorChart = PieChart(sectorLabels, sectorValues, "donut")
+sectorLabels = ["Technology", "Financials", "Consumer", "Energy", "Healthcare", "Industrials"]
+sectorValues = [27, 21, 18, 12, 13, 9]
+
+moversHdr = Heading("Biggest Movers Today", "h3")
+movers = HorizontalBarChart(moverLabels, [moverSeries], "grouped", "% Change", "Ticker")
+moverLabels = ["NVDA", "MSFT", "AAPL", "META", "TSLA", "PYPL"]
+moverSeries = Series("% Change", [5.3, 2.3, 2.1, 1.4, -3.0, -4.6])
+
+watchHdr = Heading("Watchlist", "h3")
+watchlist = Table([watchTicker, watchPrice, watchChg])
+watchTicker = Col("Ticker", ["GOOGL", "NFLX", "AMD", "COIN", "SHOP"])
+watchPrice = Col("Price", [141.80, 612.40, 168.20, 248.90, 78.60], "number")
+watchChg = Col("Chg", ["+0.8%", "-1.2%", "+3.4%", "+2.1%", "-0.5%"])
+
+ordersHdr = Heading("Working Orders", "h3")
+workingOrders = Table([ordTicker, ordSide, ordQty, ordType, ordLimit, ordStatus])
+ordTicker = Col("Ticker", ["AAPL", "NVDA", "JPM", "TSLA"])
+ordSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+ordQty = Col("Qty", [2000, 1500, 3000, 1000], "number")
+ordType = Col("Type", ["Limit", "Limit", "Stop", "Limit"])
+ordLimit = Col("Price", [180.00, 126.50, 188.00, 240.00], "number")
+ordStatus = Col("Status", ["Working", "Working", "Working", "Partial"])
+
+newsHdr = Heading("Market Headlines", "h3")
+headlines = ListBlock([news1, news2, news3, news4])
+news1 = ListItem("Fed signals patience on rate cuts", "Sentiment: Neutral — Reuters")
+news2 = ListItem("Chip demand surges on AI capex", "Sentiment: Positive — Bloomberg")
+news3 = ListItem("Oil slips on demand concerns", "Sentiment: Negative — WSJ")
+news4 = ListItem("Retail earnings beat estimates", "Sentiment: Positive — CNBC")
+
+econHdr = Heading("Economic Releases This Week", "h3")
+econ = Table([ecDay, ecEvent, ecTime, ecFcst])
+ecDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+ecEvent = Col("Event", ["Factory Orders", "CPI", "FOMC Minutes", "Jobless Claims", "PPI"])
+ecTime = Col("Time (ET)", ["10:00", "08:30", "14:00", "08:30", "08:30"])
+ecFcst = Col("Forecast", ["+0.3%", "+3.1% YoY", "—", "218K", "+0.2%"])
+
+stratHdr = Heading("Strategy Returns (YTD)", "h3")
+stratChart = BarChart(stratLabels, [stratSeries], "grouped", "Strategy", "Return %")
+stratLabels = ["Momentum", "Mean Rev", "Stat Arb", "Macro", "Vol Carry"]
+stratSeries = Series("YTD Return %", [14.2, 6.8, 9.1, -2.3, 11.5])
+
+ddHdr = Heading("Drawdown — Past Year", "h3")
+ddChart = AreaChart(ddLabels, [ddSeries], "natural", "Month", "Drawdown %")
+ddLabels = ["Feb", "Apr", "Jun", "Aug", "Oct", "Dec", "Feb"]
+ddSeries = Series("Drawdown %", [-2.1, -5.4, -3.2, -8.7, -4.1, -1.8, -3.0])
+
+limitsHdr = Heading("Risk Limits Near Breach", "h3")
+limits = Table([limName, limUsed, limCap, limStatus])
+limName = Col("Limit", ["Tech Exposure", "Single-Name AAPL", "Gross Leverage", "VaR"])
+limUsed = Col("Used", ["27%", "8.2%", "2.1x", "$1.24M"])
+limCap = Col("Cap", ["30%", "10%", "2.5x", "$1.50M"])
+limStatus = Col("Status", ["Warning", "Warning", "OK", "OK"])
+
+actionsHdr = Heading("Actions", "h3")
+actions = Card([rebalanceBtn, orderForm], "clear", "column", "m")
+rebalanceBtn = Buttons([rebalance])
+rebalance = Button("Rebalance Portfolio", null, "primary")
+
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput)
+tickerInput = Input("ticker", "e.g. AAPL")
+sideField = FormControl("Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Open or add to long", "buy")
+sideSell = RadioItem("Sell", "Reduce or short", "sell")
+qtyField = FormControl("Quantity", qtyInput)
+qtyInput = Input("quantity", "Number of shares", "number")
+orderButtons = Buttons([submitOrder, cancelOrder])
+submitOrder = Button("Place Order", null, "primary")
+cancelOrder = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..02c6f9389
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-fund__r4.txt
@@ -0,0 +1,92 @@
+root = Card([header, timeframe, kpiRow, riskAlert, positions, exposure, moversTabs, watchlist, orders, headlines, econ, strategies, drawdownChart, riskLimits, actions])
+
+header = CardHeader("Morning Workspace", "Trading Desk — Global Macro Book")
+
+timeframe = Form("timeframe", tfButtons, [tfField])
+tfField = FormControl("Timeframe", tfSelect)
+tfSelect = Select("range", [tf1d, tf1w, tf1m, tfYtd], "Select range", null, "1d")
+tf1d = SelectItem("1d", "Today")
+tf1w = SelectItem("1w", "This week")
+tf1m = SelectItem("1m", "This month")
+tfYtd = SelectItem("ytd", "Year to date")
+tfButtons = Buttons([tfApply])
+tfApply = Button("Apply", null, "secondary", "normal", "small")
+
+kpiRow = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1d)", "Margin In Use"])
+kpiValue = Col("Value", ["$48,215,900", "+$312,480 (+0.65%)", "$1,842,000", "$12,400,000 (58%)"])
+
+riskAlert = Alert("Risk limit approaching", "Sector concentration in Technology at 92% of limit", "warning")
+
+positions = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "TSLA", "JPM", "XOM"])
+posSize = Col("Size", [12000, 8500, 4200, -3000, 15000, 9000])
+posEntry = Col("Entry", [182.40, 401.20, 118.75, 244.10, 191.30, 108.90])
+posCurrent = Col("Current", [188.15, 412.80, 124.30, 236.55, 194.10, 112.40])
+posPnl = Col("P&L", ["+$69,000", "+$98,600", "+$23,310", "+$22,650", "+$42,000", "+$31,500"])
+
+exposure = PieChart(exposureLabels, exposureValues, "donut")
+exposureLabels = ["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Cash"]
+exposureValues = [38, 22, 14, 11, 9, 6]
+
+moversTabs = Tabs([gainersTab, losersTab])
+gainersTab = TabItem("gainers", "Top Gainers", [gainersTable])
+gainersTable = Table([gainTicker, gainChg])
+gainTicker = Col("Ticker", ["MSFT", "NVDA", "AAPL"])
+gainChg = Col("Change", ["+2.89%", "+4.67%", "+3.15%"])
+losersTab = TabItem("losers", "Top Losers", [losersTable])
+losersTable = Table([loseTicker, loseChg])
+loseTicker = Col("Ticker", ["TSLA", "XOM", "JPM"])
+loseChg = Col("Change", ["-3.09%", "-1.42%", "-0.88%"])
+
+watchlist = Table([watchTicker, watchPrice])
+watchTicker = Col("Ticker", ["AMZN", "GOOGL", "META", "AMD", "GLD"])
+watchPrice = Col("Price", [178.20, 141.55, 498.30, 168.40, 214.75])
+
+orders = Table([ordTicker, ordSide, ordQty, ordLimit, ordStatus])
+ordTicker = Col("Ticker", ["NVDA", "JPM", "AMZN"])
+ordSide = Col("Side", ["Buy", "Sell", "Buy"])
+ordQty = Col("Qty", [1000, 5000, 2500])
+ordLimit = Col("Limit", [122.00, 195.00, 176.50])
+ordStatus = Col("Status", ["Working", "Working", "Partial"])
+
+headlines = ListBlock([hl1, hl2, hl3, hl4])
+hl1 = ListItem("Fed signals patience on rate cuts", "Sentiment: Neutral")
+hl2 = ListItem("Chip demand surges on AI capex", "Sentiment: Positive")
+hl3 = ListItem("Oil slips on demand concerns", "Sentiment: Negative")
+hl4 = ListItem("Bank earnings beat estimates", "Sentiment: Positive")
+
+econ = Table([econDate, econEvent, econForecast])
+econDate = Col("Date", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+econEvent = Col("Release", ["ISM Manufacturing", "JOLTS", "FOMC Minutes", "CPI", "Nonfarm Payrolls"])
+econForecast = Col("Forecast", ["48.9", "8.1M", "—", "3.2% YoY", "+185K"])
+
+strategies = BarChart(stratLabels, [stratSeries], "grouped", "Strategy", "Return %")
+stratLabels = ["Macro", "Momentum", "Mean Rev", "Vol Arb", "Carry"]
+stratSeries = Series("YTD Return", [14.2, 9.8, 5.1, 11.6, 7.3])
+
+drawdownChart = AreaChart(ddLabels, [ddSeries], "natural", "Month", "Drawdown %")
+ddLabels = ["Feb", "Apr", "Jun", "Aug", "Oct", "Dec"]
+ddSeries = Series("Drawdown", [-2.1, -5.4, -3.2, -7.8, -4.1, -2.6])
+
+riskLimits = Table([rlName, rlUsage, rlStatus])
+rlName = Col("Limit", ["Tech Sector Concentration", "Gross Leverage", "Single Name (NVDA)"])
+rlUsage = Col("Usage", ["92%", "78%", "88%"])
+rlStatus = Col("Status", ["Near breach", "OK", "Near breach"])
+
+actions = Card([rebalanceBtn, orderForm], "clear", "column", "m")
+rebalanceBtn = Buttons([rebalance])
+rebalance = Button("Rebalance Portfolio", null, "primary")
+
+orderForm = Form("place-order", orderButtons, [orderTicker, orderSide, orderQty])
+orderTicker = FormControl("Ticker", orderTickerInput)
+orderTickerInput = Input("ticker", "e.g. AAPL")
+orderSide = FormControl("Side", orderSideRadio)
+orderSideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Open or add to a long", "buy")
+sideSell = RadioItem("Sell", "Reduce or short", "sell")
+orderQty = FormControl("Quantity", orderQtyInput)
+orderQtyInput = Input("quantity", "Number of shares", "number")
+orderButtons = Buttons([placeOrder, clearOrder])
+placeOrder = Button("Place Order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r1.txt
new file mode 100644
index 000000000..f3cba676c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r1.txt
@@ -0,0 +1,86 @@
+root = Card([header, kpis, sessionTrend, salesRegionRow, crashChart, eventsSection, moderationRow, economySection, experimentsSection, actionsHeader, actionsRow])
+
+header = CardHeader("Live-Ops Command Center", "Real-time studio operations")
+
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Players Online Now", "Daily Active Players", "Monthly Active Players", "Revenue Today", "Revenue Per User (ARPU)"])
+kpiValue = Col("Value", ["48,213", "612,540", "9,847,200", "$284,910", "$4.62"])
+
+sessionTrend = LineChart(["Apr 1", "Apr 2", "Apr 3", "Apr 4", "Apr 5", "Apr 6", "Apr 7", "Apr 8", "Apr 9", "Apr 10", "Apr 11", "Apr 12", "Apr 13", "Apr 14"], [sessionSeries], "natural", "Day", "Avg session (min)")
+sessionSeries = Series("Session length", [32, 34, 33, 36, 38, 41, 44, 40, 39, 37, 38, 42, 45, 47])
+
+salesRegionRow = Card([topSellers, regionHealth], "clear", "row", "l")
+
+topSellers = Card([sellersHeader, sellersTable], "sunk", "column", "m")
+sellersHeader = Heading("Best-Selling Items", "h4")
+sellersTable = Table([itemName, itemUnits])
+itemName = Col("Item", ["Dragon Skin Bundle", "Season Pass X", "500 Gem Pack", "Elite Battle Boost", "Mythic Loot Crate"])
+itemUnits = Col("Units", [18420, 14980, 12310, 9870, 8125], "number")
+
+regionHealth = Card([regionHeader, regionTable], "sunk", "column", "m")
+regionHeader = Heading("Server Regions & Health", "h4")
+regionTable = Table([regionName, regionStatus, regionPing])
+regionName = Col("Region", ["NA-East", "NA-West", "EU-Central", "Asia-Pacific", "South America"])
+regionStatus = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Down"])
+regionPing = Col("Ping (ms)", [42, 55, 88, 120, 210], "number")
+
+crashChart = BarChart(["v4.2.0", "v4.2.1", "v4.3.0", "v4.3.1", "v4.4.0"], [crashSeries], "grouped", "App Version", "Crash rate %")
+crashSeries = Series("Crash rate", [1.8, 1.2, 2.4, 0.9, 0.4])
+
+eventsSection = SectionBlock([liveEventsItem, upcomingEventsItem], true)
+liveEventsItem = SectionItem("live", "Live Events Running", [liveEventsList])
+liveEventsList = ListBlock([evtDragon, evtDoubleXP])
+evtDragon = ListItem("Dragon Siege Weekend", "Ends in 1d 6h · 214k participants")
+evtDoubleXP = ListItem("Double XP Rush", "Ends in 8h · 388k participants")
+upcomingEventsItem = SectionItem("upcoming", "Upcoming Events", [upcomingEventsList])
+upcomingEventsList = ListBlock([evtSpring, evtRaid])
+evtSpring = ListItem("Spring Festival", "Starts in 2d · scheduled")
+evtRaid = ListItem("World Raid: Titan", "Starts in 5d · scheduled")
+
+moderationRow = Card([reportsCard, appealsCard], "clear", "row", "l")
+reportsCard = Card([reportsBadge, reportsText], "sunk", "column", "s")
+reportsBadge = Badge("Player Reports", "destructive")
+reportsText = TextContent("**1,284** reports awaiting review", "large-heavy")
+appealsCard = Card([appealsBadge, appealsText], "sunk", "column", "s")
+appealsBadge = Badge("Ban Appeals", "secondary")
+appealsText = TextContent("**347** appeals awaiting review", "large-heavy")
+
+economySection = Card([economyHeader, economyProgress, economyNote], "sunk", "column", "m")
+economyHeader = Heading("In-Game Currency Inflation", "h4")
+economyProgress = Progress(6.8, "Gold inflation rate (30d): 6.8%")
+economyNote = TextContent("Average gold balance up **6.8%** month-over-month; monitor sink/source balance.", "small")
+
+experimentsSection = Card([expHeader, expTable], "sunk", "column", "m")
+expHeader = Heading("Running Experiments", "h4")
+expTable = Table([expName, expVariant, expLift, expStatus])
+expName = Col("Experiment", ["Store Layout B", "Onboarding Flow v2"])
+expVariant = Col("Cohort", ["Variant B (50%)", "Variant B (50%)"])
+expLift = Col("Conversion Lift", ["+7.4%", "-1.2%"])
+expStatus = Col("Signal", ["Significant", "Inconclusive"])
+
+actionsHeader = Heading("Operations", "h4")
+actionsRow = Card([patchNotesDialog, focusRegionDrawer, hotfixDialog], "clear", "row", "m")
+
+patchNotesDialog = DialogBlock("Draft Patch Notes", "Draft Patch Notes", "Compose notes for the next release", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [versionField, notesField])
+versionField = FormControl("Version", versionInput)
+versionInput = Input("version", "v4.4.1")
+notesField = FormControl("Notes", notesArea, "Markdown supported")
+notesArea = TextArea("notes", "- Fixed EU-Central latency\n- Balanced gold rewards", 6)
+patchButtons = Buttons([patchSave, patchCancel])
+patchSave = Button("Save Draft", null, "primary")
+patchCancel = Button("Cancel", null, "tertiary")
+
+focusRegionDrawer = DrawerBlock("Focus Region", "Focus on a Region", "Isolate metrics for a single region", [focusForm])
+focusForm = Form("focus-region", focusButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rgNAE, rgNAW, rgEU, rgAP, rgSA], "Choose region")
+rgNAE = SelectItem("na-east", "NA-East")
+rgNAW = SelectItem("na-west", "NA-West")
+rgEU = SelectItem("eu-central", "EU-Central")
+rgAP = SelectItem("asia-pacific", "Asia-Pacific")
+rgSA = SelectItem("south-america", "South America")
+focusButtons = Buttons([focusApply])
+focusApply = Button("Apply Focus", null, "primary")
+
+hotfixDialog = AlertDialogBlock("Ship Hotfix", "Ship Hotfix to Production", "This deploys the current build to all live regions immediately. Continue?", "Deploy Now", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r2.txt
new file mode 100644
index 000000000..b902caaa0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r2.txt
@@ -0,0 +1,96 @@
+root = Card([header, kpis, sessionTrend, sellersAndRegions, crashChart, eventsBlock, queueBlock, currencyChart, experiments, actionsCard])
+
+header = CardHeader("Live-Ops Command Center", "Realtime studio operations")
+
+kpis = Card([onlineNow, dau, mau, revToday, arpu], "sunk", "row", "m", "stretch", "between", null, true)
+onlineNow = Card([onlineLabel, onlineValue], "card", "column", "xs")
+onlineLabel = TextContent("Players Online Now", "small")
+onlineValue = TextContent("48,213", "large-heavy")
+dau = Card([dauLabel, dauValue], "card", "column", "xs")
+dauLabel = TextContent("Daily Active", "small")
+dauValue = TextContent("612,540", "large-heavy")
+mau = Card([mauLabel, mauValue], "card", "column", "xs")
+mauLabel = TextContent("Monthly Active", "small")
+mauValue = TextContent("4,981,200", "large-heavy")
+revToday = Card([revLabel, revValue], "card", "column", "xs")
+revLabel = TextContent("Revenue Today", "small")
+revValue = TextContent("$284,610", "large-heavy")
+arpu = Card([arpuLabel, arpuValue], "card", "column", "xs")
+arpuLabel = TextContent("Revenue / User", "small")
+arpuValue = TextContent("$0.46", "large-heavy")
+
+sessionTrend = LineChart(["Apr 1","Apr 2","Apr 3","Apr 4","Apr 5","Apr 6","Apr 7","Apr 8","Apr 9","Apr 10","Apr 11","Apr 12","Apr 13","Apr 14"], [sessionSeries], "natural", "Day", "Minutes")
+sessionSeries = Series("Avg Session Length", [31,33,32,35,34,38,41,39,37,40,42,44,43,45])
+
+sellersAndRegions = Card([sellers, regions], "clear", "row", "m", "stretch")
+
+sellers = Card([sellersHeader, sellersChart], "card", "column", "s")
+sellersHeader = Heading("Best-Selling Items", "h3")
+sellersChart = HorizontalBarChart(["Dragon Skin Bundle","Season Pass","Gold Pack x5000","Revive Token","Emote Pack"], [unitsSeries], "grouped", "Units", "Item")
+unitsSeries = Series("Units Sold", [18420, 15210, 12840, 9630, 7410])
+
+regions = Card([regionsHeader, regionsTable], "card", "column", "s")
+regionsHeader = Heading("Server Regions", "h3")
+regionsTable = Table([regionName, regionHealth, regionLatency])
+regionName = Col("Region", ["NA-East","NA-West","EU-Central","SA-East","AP-Southeast"])
+regionHealth = Col("Health", ["Healthy","Healthy","Degraded","Healthy","Critical"])
+regionLatency = Col("Latency (ms)", [42, 55, 88, 74, 160], "number")
+
+crashChart = BarChart(["v3.1.0","v3.1.1","v3.2.0","v3.2.1","v3.3.0"], [crashSeries], "grouped", "App Version", "Crash Rate %")
+crashSeries = Series("Crash Rate %", [0.42, 0.31, 0.55, 0.28, 0.19])
+
+eventsBlock = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = Heading("Live Events", "h3")
+eventsList = ListBlock([evtRunning1, evtRunning2, evtUpcoming1, evtUpcoming2], "number")
+evtRunning1 = ListItem("Spring Festival", "Running · ends in 2d 4h")
+evtRunning2 = ListItem("Double XP Weekend", "Running · ends in 18h")
+evtUpcoming1 = ListItem("Ranked Season 12", "Upcoming · starts in 3d")
+evtUpcoming2 = ListItem("Boss Raid: Emberfang", "Upcoming · starts in 5d")
+
+queueBlock = Card([reportsQueue, appealsQueue], "sunk", "row", "m", "stretch")
+reportsQueue = Card([reportsLabel, reportsValue, reportsBadge], "card", "column", "xs")
+reportsLabel = TextContent("Player Reports Awaiting Review", "small")
+reportsValue = TextContent("1,284", "large-heavy")
+reportsBadge = Badge("Queue growing", "destructive")
+appealsQueue = Card([appealsLabel, appealsValue, appealsBadge], "card", "column", "xs")
+appealsLabel = TextContent("Ban Appeals Awaiting Review", "small")
+appealsValue = TextContent("342", "large-heavy")
+appealsBadge = Badge("Within SLA", "secondary")
+
+currencyChart = AreaChart(["Wk1","Wk2","Wk3","Wk4","Wk5","Wk6","Wk7","Wk8"], [inflationSeries], "natural", "Week", "Gold Price Index")
+inflationSeries = Series("Currency Inflation %", [1.2, 1.5, 1.9, 2.3, 2.6, 3.1, 3.4, 3.8])
+
+experiments = Card([expHeader, expTable], "card", "column", "s")
+expHeader = Heading("Running Experiments", "h3")
+expTable = Table([expName, expVariant, expLift, expStatus])
+expName = Col("Experiment", ["Store Layout A/B","Onboarding Flow v2"])
+expVariant = Col("Winning Variant", ["Variant B","Variant A"])
+expLift = Col("Conversion Lift", ["+7.4%","+2.1%"])
+expStatus = Col("Status", ["Significant","Collecting"])
+
+actionsCard = Card([actionsHeader, patchDialog, regionDrawer, hotfixDialog], "sunk", "row", "m", "center", "start", null, true)
+actionsHeader = Heading("Live-Ops Actions", "h3")
+
+patchDialog = DialogBlock("Draft Patch Notes", "Draft Patch Notes", "Compose notes for the next release", [patchForm], "default")
+patchForm = Form("patch-notes", patchButtons, [patchVersion, patchBody])
+patchVersion = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "v3.3.1")
+patchBody = FormControl("Notes", patchBodyInput)
+patchBodyInput = TextArea("notes", "- Fixed matchmaking stalls\n- Balanced Emberfang encounter", 6)
+patchButtons = Buttons([patchSave, patchCancel])
+patchSave = Button("Save Draft", null, "primary")
+patchCancel = Button("Cancel", null, "tertiary")
+
+regionDrawer = DrawerBlock("Focus a Region", "Focus Region", "Isolate metrics for one region", [regionForm])
+regionForm = Form("focus-region", regionButtons, [regionSelectField])
+regionSelectField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rNaEast, rNaWest, rEu, rSa, rAp], "Choose a region")
+rNaEast = SelectItem("na-east", "NA-East")
+rNaWest = SelectItem("na-west", "NA-West")
+rEu = SelectItem("eu-central", "EU-Central")
+rSa = SelectItem("sa-east", "SA-East")
+rAp = SelectItem("ap-southeast", "AP-Southeast")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Focus", null, "primary")
+
+hotfixDialog = AlertDialogBlock("Ship Hotfix", "Ship Hotfix to Production", "This deploys the current build to all live servers. Continue?", "Ship it", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r3.txt
new file mode 100644
index 000000000..8b5c3c3df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r3.txt
@@ -0,0 +1,79 @@
+root = Card([header, kpisRow, sessionTrend, sellersRegionsRow, crashCurrencyRow, eventsQueuesRow, experiments, ops])
+
+header = CardHeader("Live-Ops Room", "Real-time game health & operations")
+
+kpisRow = Card([kpiTable, revPerUser], "sunk", "column", "m")
+kpiTable = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Players Online", "Daily Active", "Monthly Active", "Revenue Today"])
+kpiValue = Col("Value", ["42,318", "612,904", "8,241,077", "$184,220"])
+revPerUser = Progress(68, "Revenue per user: $2.31 (68% of target $3.40)")
+
+sessionTrend = LineChart(["Apr 1","Apr 2","Apr 3","Apr 4","Apr 5","Apr 6","Apr 7","Apr 8","Apr 9","Apr 10","Apr 11","Apr 12","Apr 13","Apr 14"], [sessionSeries], "natural", "Day", "Minutes")
+sessionSeries = Series("Avg Session (min)", [28,30,27,31,33,29,34,36,35,32,38,37,39,41])
+
+sellersRegionsRow = Card([bestSellers, regionHealth], "clear", "row", "m")
+
+bestSellers = Card([sellersHeader, sellersTable], "sunk", "column", "s")
+sellersHeader = Heading("Best-Selling Items", "h4")
+sellersTable = Table([itemName, itemUnits])
+itemName = Col("Item", ["Starter Bundle", "Season Pass", "Gem Pack XL", "Skin: Nightfall", "Loot Crate x10"])
+itemUnits = Col("Units", [18420, 12980, 9764, 8321, 6540], "number")
+
+regionHealth = Card([regionsHeader, regionsTable], "sunk", "column", "s")
+regionsHeader = Heading("Server Regions", "h4")
+regionsTable = Table([regionName, regionStatus, regionPing])
+regionName = Col("Region", ["NA-East", "NA-West", "EU-Central", "Asia-Pacific", "South America"])
+regionStatus = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Investigating"])
+regionPing = Col("Ping (ms)", [38, 52, 64, 88, 121], "number")
+
+crashCurrencyRow = Card([crashChart, currencyCard], "clear", "row", "m")
+crashChart = BarChart(["v4.2.0","v4.2.1","v4.3.0","v4.3.1","v4.4.0"], [crashSeries], "grouped", "App Version", "Crash %")
+crashSeries = Series("Crash Rate %", [1.8, 1.2, 0.9, 2.4, 0.6])
+currencyCard = Card([currencyHeader, currencyProgress, currencyNote], "sunk", "column", "s")
+currencyHeader = Heading("Currency Inflation", "h4")
+currencyProgress = Progress(43, "Gem supply inflation: +4.3% MoM")
+currencyNote = TextContent("Average player gem balance up 12% over 30 days. Sink adjustments recommended.", "small")
+
+eventsQueuesRow = Card([liveEvents, reviewQueues], "clear", "row", "m")
+
+liveEvents = Card([eventsHeader, eventsList], "sunk", "column", "s")
+eventsHeader = Heading("Live & Upcoming Events", "h4")
+eventsList = ListBlock([evt1, evt2, evt3], "number")
+evt1 = ListItem("Spring Festival", "Running · ends in 2d 4h")
+evt2 = ListItem("Double XP Weekend", "Running · ends in 18h")
+evt3 = ListItem("Nightfall Raid", "Upcoming · starts in 3d")
+
+reviewQueues = Card([queuesHeader, reportsAlert, appealsAlert], "sunk", "column", "s")
+queuesHeader = Heading("Review Queues", "h4")
+reportsAlert = Alert("Player Reports", "1,284 reports awaiting review", "warning")
+appealsAlert = Alert("Ban Appeals", "213 appeals awaiting review", "info")
+
+experiments = Card([expHeader, expChart], "sunk", "column", "s")
+expHeader = Heading("Running Experiments", "h4")
+expChart = BarChart(["Conversion","Retention D7","ARPU"], [expControl, expVariant], "grouped", "Metric", "Index")
+expControl = Series("A/B Store Layout — Control", [100, 100, 100])
+expVariant = Series("A/B Store Layout — Variant", [112, 104, 118])
+
+ops = Card([opsHeader, opsButtons], "clear", "column", "s")
+opsHeader = Heading("Operations", "h4")
+opsButtons = Buttons([patchNotesBtn, focusRegionBtn, hotfixBtn])
+patchNotesBtn = DialogBlock("Draft Patch Notes", "Draft Patch Notes", "Compose notes for the next release", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [versionField, notesField])
+versionField = FormControl("Version", versionInput)
+versionInput = Input("version", "e.g. v4.4.1")
+notesField = FormControl("Notes", notesArea)
+notesArea = TextArea("notes", "Bug fixes, balance changes, new content...", 6)
+patchButtons = Buttons([savePatchBtn])
+savePatchBtn = Button("Save Draft", null, "primary")
+focusRegionBtn = DrawerBlock("Focus on a Region", "Focus Region", "Select a region to inspect in detail", [regionSelectForm])
+regionSelectForm = Form("focus-region", focusButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rNaE, rNaW, rEu, rAp, rSa], "Choose a region")
+rNaE = SelectItem("na-east", "NA-East")
+rNaW = SelectItem("na-west", "NA-West")
+rEu = SelectItem("eu-central", "EU-Central")
+rAp = SelectItem("asia-pacific", "Asia-Pacific")
+rSa = SelectItem("south-america", "South America")
+focusButtons = Buttons([focusApplyBtn])
+focusApplyBtn = Button("Focus", null, "primary")
+hotfixBtn = AlertDialogBlock("Ship Hotfix", "Ship Hotfix Now?", "This will deploy the current hotfix build to all live regions immediately.", "Deploy", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r4.txt
new file mode 100644
index 000000000..ecee8e368
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-game__r4.txt
@@ -0,0 +1,77 @@
+root = Card([header, kpiRow, sessionTrend, sellerRegionTabs, crashChart, eventsSection, moderationRow, economySection, experimentsSection, actionsCard])
+
+header = CardHeader("Live-Ops Command Center", "Real-time studio operations")
+
+kpiRow = Card([kpiTable, revPerUser], "sunk", "column", "m")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Players Online Now", "Daily Active (DAU)", "Monthly Active (MAU)", "Revenue Today"])
+kpiValue = Col("Value", ["18,472", "241,300", "3,120,800", "$84,210"])
+revPerUser = Progress(34, "Revenue Per User (ARPU): $0.35 of $1.00 target")
+
+sessionTrend = LineChart(["Jul 1", "Jul 2", "Jul 3", "Jul 4", "Jul 5", "Jul 6", "Jul 7", "Jul 8", "Jul 9", "Jul 10", "Jul 11", "Jul 12", "Jul 13", "Jul 14"], [sessionSeries], "natural", "Day", "Minutes")
+sessionSeries = Series("Avg Session (min)", [22, 24, 23, 26, 27, 25, 28, 30, 29, 31, 33, 32, 34, 35])
+
+sellerRegionTabs = Tabs([sellersTab, regionsTab])
+sellersTab = TabItem("sellers", "Best Sellers", [sellersChart])
+sellersChart = HorizontalBarChart(["Dragon Skin Bundle", "Season Pass", "Gold Pack (Large)", "Mythic Weapon Crate", "Starter Pack"], [sellersSeries], "grouped", "Units Sold", "Item")
+sellersSeries = Series("Units", [12840, 9720, 8450, 6310, 5120])
+regionsTab = TabItem("regions", "Server Regions", [regionTable])
+regionTable = Table([regionName, regionStatus, regionPing])
+regionName = Col("Region", ["NA-East", "NA-West", "EU-Central", "Asia-Pacific", "South America"])
+regionStatus = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Maintenance"])
+regionPing = Col("Avg Ping (ms)", [38, 44, 92, 61, 55])
+
+crashChart = BarChart(["v3.2.0", "v3.2.1", "v3.3.0", "v3.3.1", "v3.4.0"], [crashSeries], "grouped", "App Version", "Crash Rate %")
+crashSeries = Series("Crash Rate %", [1.8, 1.2, 0.9, 2.4, 0.6])
+
+eventsSection = SectionBlock([liveEvents, upcomingEvents], true)
+liveEvents = SectionItem("live", "Live Events Running", [liveEventsList])
+liveEventsList = ListBlock([evtSummer, evtDoubleXp])
+evtSummer = ListItem("Summer Festival", "Ends in 3 days · 62k participants")
+evtDoubleXp = ListItem("Double XP Weekend", "Ends in 18 hours · 148k participants")
+upcomingEvents = SectionItem("upcoming", "Upcoming Events", [upcomingEventsList])
+upcomingEventsList = ListBlock([evtRaid, evtAnniv])
+evtRaid = ListItem("World Raid: Titan", "Starts in 2 days")
+evtAnniv = ListItem("Anniversary Bash", "Starts in 6 days")
+
+moderationRow = Card([reportsProgress, appealsProgress], "sunk", "column", "m")
+reportsProgress = Progress(78, "Player Reports Awaiting Review: 1,243")
+appealsProgress = Progress(41, "Ban Appeals Awaiting Review: 327")
+
+economySection = Card([economyHeader, inflationChart], "clear", "column", "s")
+economyHeader = Heading("In-Game Currency Inflation", "h4")
+inflationChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6"], [inflationSeries], "natural", "Week", "Gold Price Index")
+inflationSeries = Series("Avg Item Price (gold)", [100, 104, 109, 116, 121, 128])
+
+experimentsSection = Card([expHeader, expTable], "clear", "column", "s")
+expHeader = Heading("Running Experiments", "h4")
+expTable = Table([expName, expVariant, expLift, expStatus])
+expName = Col("Experiment", ["Onboarding Flow A/B", "Store UI Redesign"])
+expVariant = Col("Winning Variant", ["Variant B", "Control"])
+expLift = Col("Conversion Lift", ["+8.4%", "-1.2%"])
+expStatus = Col("Status", ["Significant", "Inconclusive"])
+
+actionsCard = Card([actionsHeader, actionButtons], "sunk", "column", "m")
+actionsHeader = Heading("Operator Actions", "h4")
+actionButtons = Buttons([patchNotesBtn, focusRegionBtn, hotfixBtn], "row")
+patchNotesBtn = DialogBlock("Draft Patch Notes", "Draft Patch Notes", "Compose notes for the next release", [patchForm], "secondary")
+patchForm = Form("patch-notes", patchFormButtons, [patchVersionField, patchBodyField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "v3.4.1")
+patchBodyField = FormControl("Notes", patchBodyInput, "Markdown supported")
+patchBodyInput = TextArea("notes", "- Fixed crash on login\n- Balanced Mythic Weapon Crate", 6)
+patchFormButtons = Buttons([savePatchBtn, discardPatchBtn])
+savePatchBtn = Button("Save Draft", null, "primary")
+discardPatchBtn = Button("Discard", null, "tertiary")
+focusRegionBtn = DrawerBlock("Focus on Region", "Focus Region", "Drill into a single server region", [focusForm])
+focusForm = Form("focus-region", focusFormButtons, [focusRegionField])
+focusRegionField = FormControl("Region", focusRegionSelect)
+focusRegionSelect = Select("region", [frNaE, frNaW, frEu, frApac, frSa], "Select region")
+frNaE = SelectItem("na-east", "NA-East")
+frNaW = SelectItem("na-west", "NA-West")
+frEu = SelectItem("eu-central", "EU-Central (Degraded)")
+frApac = SelectItem("asia-pacific", "Asia-Pacific")
+frSa = SelectItem("south-america", "South America (Maintenance)")
+focusFormButtons = Buttons([applyFocusBtn])
+applyFocusBtn = Button("Focus", null, "primary")
+hotfixBtn = AlertDialogBlock("Ship Hotfix", "Ship Hotfix to Production?", "This will deploy the current build to all live regions immediately. This action cannot be undone.", "Deploy Now", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..b390f6ade
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r1.txt
@@ -0,0 +1,82 @@
+root = Card([header, andon, kpiRow, oeeProgress, lineList, defectTrend, downtimePie, maintTable, stockRow, deliveryTable, shiftChart, safetyRow, holdList, energyRow, workOrderTable, scheduleForm, focusForm, actions])
+
+header = CardHeader("Factory Floor Console", "Line supervisor — live view")
+
+andon = Alert("Andon: Line 3 stopped", "Operator pulled cord — material jam at station 4", "destructive")
+
+kpiRow = Card([oeeBadge, prodTable], "sunk", "column", "m")
+oeeBadge = Badge("OEE 78%", "secondary")
+prodTable = Table([prodMetric, prodValue])
+prodMetric = Col("Metric", ["Units produced", "Today's target", "Completion"])
+prodValue = Col("Value", ["3,420", "4,000", "85.5%"])
+
+oeeProgress = Progress(78, "Overall Equipment Effectiveness")
+
+lineList = ListBlock([line1, line2, line3, line4])
+line1 = ListItem("Line 1 — Stamping", "Rate 420 u/h · Running", null, "Details")
+line2 = ListItem("Line 2 — Molding", "Rate 380 u/h · Running", null, "Details")
+line3 = ListItem("Line 3 — Assembly", "Rate 0 u/h · Stopped", null, "Details")
+line4 = ListItem("Line 4 — Packaging", "Rate 510 u/h · Idle", null, "Details")
+
+defectTrend = LineChart(["Wk1", "Wk2", "Wk3", "Wk4"], [defectSeries], "natural", "Week", "Defect %")
+defectSeries = Series("Defect rate", [2.4, 2.1, 1.8, 1.5])
+
+downtimePie = PieChart(["Changeover", "Breakdown", "Material", "No operator"], [42, 28, 18, 12], "donut")
+
+maintTable = Table([maintMachine, maintDue, maintType])
+maintMachine = Col("Machine", ["Press A2", "Mold M1", "Conveyor C4"])
+maintDue = Col("Due", ["Today", "Tomorrow", "In 3 days"])
+maintType = Col("Type", ["Lubrication", "Belt check", "Calibration"])
+
+stockRow = Card([steelStock, resinStock, packStock], "sunk", "column", "s")
+steelStock = Progress(62, "Steel stock")
+resinStock = Progress(38, "Resin stock")
+packStock = Progress(81, "Packaging stock")
+
+deliveryTable = Table([delSupplier, delItem, delDue])
+delSupplier = Col("Supplier", ["NorthSteel", "PolyChem", "BoxCo"])
+delItem = Col("Item", ["Steel coil", "Resin pellets", "Cartons"])
+delDue = Col("Due", ["Tue", "Wed", "Fri"])
+
+shiftChart = BarChart(["Morning", "Afternoon", "Night"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Output", [1240, 1180, 1000])
+
+safetyRow = Card([incidentBadge, daysBadge], "clear", "row", "m")
+incidentBadge = Badge("3 incidents this year", "destructive")
+daysBadge = Badge("47 days since last incident", "secondary")
+
+holdList = ListBlock([hold1, hold2])
+hold1 = ListItem("Batch B-2291", "On quality hold — dimension out of spec")
+hold2 = ListItem("Batch B-2288", "On quality hold — surface finish review")
+
+energyRow = Progress(64, "Energy use today (4.2 MWh of 6.5 MWh)")
+
+workOrderTable = Table([woId, woTask, woPriority])
+woId = Col("WO", ["WO-118", "WO-119", "WO-120", "WO-121"])
+woTask = Col("Task", ["Replace bearing", "Sensor recalibration", "Guard repair", "Coolant refill"])
+woPriority = Col("Priority", ["High", "Medium", "High", "Low"])
+
+scheduleForm = Form("schedule-maintenance", scheduleButtons, [machineField, dateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [mPressA2, mMoldM1, mConvC4], "Select machine")
+mPressA2 = SelectItem("press-a2", "Press A2")
+mMoldM1 = SelectItem("mold-m1", "Mold M1")
+mConvC4 = SelectItem("conv-c4", "Conveyor C4")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("maint_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule maintenance", null, "primary")
+
+focusForm = Form("focus-line", focusButtons, [focusField])
+focusField = FormControl("Focus on line", focusSelect)
+focusSelect = Select("line", [fL1, fL2, fL3, fL4], "Choose a line")
+fL1 = SelectItem("line-1", "Line 1 — Stamping")
+fL2 = SelectItem("line-2", "Line 2 — Molding")
+fL3 = SelectItem("line-3", "Line 3 — Assembly")
+fL4 = SelectItem("line-4", "Line 4 — Packaging")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus line", null, "secondary")
+
+actions = Buttons([exportBtn, ackBtn])
+exportBtn = Button("Export shift report", null, "primary")
+ackBtn = Button("Acknowledge andon alerts", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..b0862fc2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r2.txt
@@ -0,0 +1,94 @@
+root = Card([header, andon, oeeRow, kpiRow, lineTable, defectTrend, downtimeChart, maintTable, stockChart, deliveryTable, shiftChart, safetyRow, qualityHold, energyBlock, workOrders, actions, followups])
+
+header = CardHeader("Factory Floor Console", "Live shift overview")
+
+andon = Alert("Andon: Line 3 stopped", "Material jam at Station B — operator called", "destructive")
+
+oeeRow = Card([oeeAvail, oeePerf, oeeQual, oeeOverall], "sunk", "row", "l")
+oeeAvail = Progress(91, "Availability")
+oeePerf = Progress(87, "Performance")
+oeeQual = Progress(96, "Quality")
+oeeOverall = Progress(76, "Overall OEE")
+
+kpiRow = Card([unitsProgress, unitsBadge], "sunk", "row", "l", "center")
+unitsProgress = Progress(82, "Units produced vs target")
+unitsBadge = Badge("6,540 / 8,000", "secondary")
+
+lineTable = Table([lineName, lineRate, lineStatus])
+lineName = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+lineRate = Col("Rate (u/hr)", [420, 395, 0, 410], "number")
+lineStatus = Col("Status", ["Running", "Running", "Stopped", "Running"])
+
+defectTrend = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Week", "Defect %")
+defectSeries = Series("Defect Rate", [3.2, 2.8, 3.5, 2.4])
+
+downtimeChart = PieChart(downtimeLabels, downtimeValues, "donut")
+downtimeLabels = ["Material jam", "Changeover", "Breakdown", "No operator", "Other"]
+downtimeValues = [38, 25, 18, 12, 7]
+
+maintTable = Table([machName, machDue, machHrs])
+machName = Col("Machine", ["Press A", "Welder C", "Conveyor 2", "Robot arm 5"])
+machDue = Col("Due", ["Today", "Tomorrow", "In 3 days", "In 5 days"])
+machHrs = Col("Hours since service", [980, 740, 610, 520], "number")
+
+stockChart = BarChart(stockLabels, [stockSeries], "grouped", "Material", "% of capacity")
+stockLabels = ["Steel", "Resin", "Packaging"]
+stockSeries = Series("Stock level", [72, 34, 58])
+
+deliveryTable = Table([supName, supMat, supDate])
+supName = Col("Supplier", ["MetalCo", "PolyChem", "PackRight"])
+supMat = Col("Material", ["Steel coil", "Resin pellets", "Cartons"])
+supDate = Col("Due", ["Tue", "Wed", "Fri"])
+
+shiftChart = BarChart(shiftLabels, [shiftSeries], "grouped", "Shift", "Units")
+shiftLabels = ["Morning", "Afternoon", "Night"]
+shiftSeries = Series("Output", [2680, 2410, 1450])
+
+safetyRow = Card([safetyIncidents, safetyDays], "sunk", "row", "l", "center")
+safetyIncidents = Badge("Incidents YTD: 3", "destructive")
+safetyDays = Badge("Days since last: 47", "secondary")
+
+qualityHold = ListBlock([holdA, holdB], "number")
+holdA = ListItem("Batch #4821", "Line 2 — dimensional variance")
+holdB = ListItem("Batch #4835", "Line 4 — surface finish review")
+
+energyBlock = Progress(64, "Energy use today (kWh vs baseline)")
+
+workOrders = Table([woId, woDesc, woPriority])
+woId = Col("WO", ["WO-1201", "WO-1202", "WO-1203", "WO-1204"])
+woDesc = Col("Task", ["Replace Press A seal", "Calibrate Welder C", "Inspect Conveyor 2", "Update Robot 5 firmware"])
+woPriority = Col("Priority", ["High", "Medium", "High", "Low"])
+
+actions = Card([schedMaint, focusLine, exportBtn], "clear", "row", "m", "center")
+
+schedMaint = DialogBlock("Schedule Maintenance", "Schedule Maintenance", "Pick a machine and date", [maintForm])
+maintForm = Form("schedule-maint", maintButtons, [maintMachine, maintDate])
+maintMachine = FormControl("Machine", maintSelect)
+maintSelect = Select("machine", [mm1, mm2, mm3, mm4], "Choose machine")
+mm1 = SelectItem("press-a", "Press A")
+mm2 = SelectItem("welder-c", "Welder C")
+mm3 = SelectItem("conveyor-2", "Conveyor 2")
+mm4 = SelectItem("robot-5", "Robot arm 5")
+maintDate = FormControl("Date", maintPicker)
+maintPicker = DatePicker("maint_date", "single")
+maintButtons = Buttons([maintSubmit, maintCancel])
+maintSubmit = Button("Schedule", null, "primary")
+maintCancel = Button("Cancel", null, "tertiary")
+
+focusLine = DrawerBlock("Focus on a line", "Focus Line", "Drill into one production line", [focusForm])
+focusForm = Form("focus-line", focusButtons, [focusField])
+focusField = FormControl("Production line", focusSelect)
+focusSelect = Select("line", [fl1, fl2, fl3, fl4], "Choose line")
+fl1 = SelectItem("line-1", "Line 1")
+fl2 = SelectItem("line-2", "Line 2")
+fl3 = SelectItem("line-3", "Line 3")
+fl4 = SelectItem("line-4", "Line 4")
+focusButtons = Buttons([focusSubmit])
+focusSubmit = Button("Focus", null, "primary")
+
+exportBtn = Button("Export shift report", null, "secondary")
+
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show root cause for Line 3 stop")
+fu2 = FollowUpItem("Reorder resin stock")
+fu3 = FollowUpItem("View full maintenance schedule")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..0da92bf69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r3.txt
@@ -0,0 +1,79 @@
+root = Card([header, andonAlert, kpiRow, oeeProgress, targetProgress, energyProgress, safetyRow, lineTable, defectTrend, downtimeChart, shiftChart, maintTable, stockChart, deliveryTable, holdList, workOrderTable, maintForm, focusForm, actions])
+
+header = CardHeader("Factory Floor Console", "Live shift overview")
+
+andonAlert = Alert("Andon: Line 3 stopped", "Operator pull — mechanical fault at station B2. Response team dispatched.", "destructive")
+
+kpiRow = Table([kName, kVal])
+kName = Col("Metric", ["OEE", "Units today", "Target", "Energy used"])
+kVal = Col("Value", ["82%", "6,420", "8,000", "14.2 MWh"])
+
+oeeProgress = Progress(82, "Overall Equipment Effectiveness")
+targetProgress = Progress(80, "Units produced vs today's target (6,420 / 8,000)")
+energyProgress = Progress(71, "Energy use today (14.2 / 20 MWh budget)")
+
+safetyRow = Table([sName, sVal])
+sName = Col("Safety", ["Incidents this year", "Days since last incident"])
+sVal = Col("Count", [4, 37])
+
+lineTable = Table([lLine, lRate, lStatus])
+lLine = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+lRate = Col("Rate (u/hr)", [420, 388, 0, 405], "number")
+lStatus = Col("Status", ["Running", "Running", "Stopped", "Running"])
+
+defectTrend = LineChart(["Wk1", "Wk2", "Wk3", "Wk4"], [defectSeries], "natural", "Week", "Defect %")
+defectSeries = Series("Defect rate", [2.4, 2.1, 1.8, 1.5])
+
+downtimeChart = PieChart(dtLabels, dtValues, "donut")
+dtLabels = ["Mechanical", "Changeover", "Material wait", "Operator break", "Electrical"]
+dtValues = [140, 95, 60, 45, 30]
+
+shiftChart = BarChart(["Morning", "Afternoon", "Night"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Output", [2680, 2340, 1400])
+
+maintTable = Table([mMachine, mDue, mType])
+mMachine = Col("Machine", ["Press A2", "Extruder E1", "Conveyor C4"])
+mDue = Col("Due", ["Today", "In 2 days", "In 5 days"])
+mType = Col("Service", ["Bearing swap", "Calibration", "Belt inspection"])
+
+stockChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [stockSeries], "grouped", "Units on hand", "Material")
+stockSeries = Series("Stock", [1200, 640, 3100])
+
+deliveryTable = Table([dSupplier, dItem, dDate])
+dSupplier = Col("Supplier", ["NordSteel", "PolyChem", "BoxCo"])
+dItem = Col("Item", ["Steel coil", "Resin pellets", "Cartons"])
+dDate = Col("Due", ["Tue", "Wed", "Fri"])
+
+holdList = ListBlock([hold1, hold2])
+hold1 = ListItem("Batch #4471", "On quality hold — dimensional variance", null, "Review")
+hold2 = ListItem("Batch #4488", "On quality hold — surface finish", null, "Review")
+
+workOrderTable = Table([woId, woDesc, woPriority])
+woId = Col("WO", ["WO-2201", "WO-2202", "WO-2203", "WO-2204"])
+woDesc = Col("Task", ["Replace hydraulic seal", "Recalibrate sensor", "Clear jam Line 3", "Restock lubricant"])
+woPriority = Col("Priority", ["High", "Medium", "Critical", "Low"])
+
+maintForm = Form("schedule-maintenance", maintButtons, [machineField, dateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [msA2, msE1, msC4], "Select machine")
+msA2 = SelectItem("press-a2", "Press A2")
+msE1 = SelectItem("extruder-e1", "Extruder E1")
+msC4 = SelectItem("conveyor-c4", "Conveyor C4")
+dateField = FormControl("Date", maintDate)
+maintDate = DatePicker("maint_date", "single")
+maintButtons = Buttons([schedBtn])
+schedBtn = Button("Schedule maintenance", null, "primary")
+
+focusForm = Form("focus-line", focusButtons, [focusField])
+focusField = FormControl("Focus on line", focusSelect)
+focusSelect = Select("line", [fl1, fl2, fl3, fl4], "Select a line")
+fl1 = SelectItem("line-1", "Line 1")
+fl2 = SelectItem("line-2", "Line 2")
+fl3 = SelectItem("line-3", "Line 3")
+fl4 = SelectItem("line-4", "Line 4")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus view", null, "secondary")
+
+actions = Buttons([exportBtn, ackBtn])
+exportBtn = Button("Export shift report", null, "primary")
+ackBtn = Button("Acknowledge andon alert", null, "tertiary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..469d7b44b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-plant__r4.txt
@@ -0,0 +1,111 @@
+root = Card([header, andon, kpis, oeeSection, prodSection, linesSection, defectSection, downtimeSection, maintSection, stockSection, deliverySection, shiftSection, safetySection, qualitySection, energySection, workOrderSection, scheduleSection, exportActions])
+
+header = CardHeader("Floor Supervisor Console", "Line A shift — live status")
+
+andon = Alert("Andon: Line 3 stopped", "Material jam at station 4 — operator acknowledged, maintenance en route", "destructive")
+
+kpis = Card([oeeKpi, unitsKpi, energyKpi], "sunk", "row", "m")
+oeeKpi = Progress(78, "OEE 78%")
+unitsKpi = Badge("6,420 / 8,000 units", "secondary")
+energyKpi = Badge("4,120 kWh today", "outline")
+
+oeeSection = Card([oeeHead, oeeBar])
+oeeHead = Heading("Overall Equipment Effectiveness", "h3")
+oeeBar = BarChart(["Availability", "Performance", "Quality", "OEE"], [oeeSeries], "grouped", "Metric", "%")
+oeeSeries = Series("Today", [88, 91, 97, 78])
+
+prodSection = Card([prodHead, prodTable])
+prodHead = Heading("Units vs Target", "h3")
+prodTable = Table([prodMetric, prodActual, prodTarget])
+prodMetric = Col("Metric", ["Produced", "Target", "Remaining"])
+prodActual = Col("Value", [6420, 8000, 1580], "number")
+prodTarget = Col("% of Target", ["80%", "100%", "20%"])
+
+linesSection = Card([linesHead, linesTable])
+linesHead = Heading("Production Lines", "h3")
+linesTable = Table([lineName, lineRate, lineStatus])
+lineName = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+lineRate = Col("Rate (u/hr)", [420, 385, 0, 410], "number")
+lineStatus = Col("Status", ["Running", "Running", "Stopped", "Running"])
+
+defectSection = Card([defectHead, defectChart])
+defectHead = Heading("Defect Rate — Past Month", "h3")
+defectChart = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Week", "% defective")
+defectSeries = Series("Defect rate", [2.4, 1.9, 2.1, 1.6])
+
+downtimeSection = Card([downtimeHead, downtimeChart])
+downtimeHead = Heading("Downtime by Cause", "h3")
+downtimeChart = PieChart(["Changeover", "Breakdown", "Material", "Adjustment", "Other"], [95, 60, 45, 30, 20], "donut")
+
+maintSection = Card([maintHead, maintTable])
+maintHead = Heading("Machines Due for Maintenance", "h3")
+maintTable = Table([maintMachine, maintDue, maintType])
+maintMachine = Col("Machine", ["Press M-12", "CNC-04", "Extruder E-2", "Conveyor C-9"])
+maintDue = Col("Due", ["Today", "Tomorrow", "3 days", "5 days"])
+maintType = Col("Type", ["Lubrication", "Calibration", "Inspection", "Belt check"])
+
+stockSection = Card([stockHead, stockChart])
+stockHead = Heading("Raw Material Stock", "h3")
+stockChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [stockSeries], "grouped", "Units", "Material")
+stockSeries = Series("On hand (%)", [72, 45, 88])
+
+deliverySection = Card([deliveryHead, deliveryTable])
+deliveryHead = Heading("Supplier Deliveries This Week", "h3")
+deliveryTable = Table([delSupplier, delItem, delDate])
+delSupplier = Col("Supplier", ["SteelCo", "ResinTech", "PackRight"])
+delItem = Col("Item", ["Steel coil", "Resin pellets", "Cartons"])
+delDate = Col("Due", ["Wed", "Thu", "Fri"])
+
+shiftSection = Card([shiftHead, shiftChart])
+shiftHead = Heading("Shift Output Comparison", "h3")
+shiftChart = BarChart(["Morning", "Afternoon", "Night"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Output", [2680, 2410, 1330])
+
+safetySection = Card([safetyHead, safetyRow], "sunk")
+safetyHead = Heading("Safety", "h3")
+safetyRow = Card([safetyIncidents, safetyDays], "clear", "row", "m")
+safetyIncidents = Badge("3 incidents this year", "destructive")
+safetyDays = Badge("47 days since last", "secondary")
+
+qualitySection = Card([qualityHead, qualityList])
+qualityHead = Heading("Batches on Quality Hold", "h3")
+qualityList = ListBlock([qh1, qh2, qh3], "number")
+qh1 = ListItem("Batch B-2291", "Awaiting dimensional check")
+qh2 = ListItem("Batch B-2287", "Surface finish review")
+qh3 = ListItem("Batch B-2280", "Supplier material trace")
+
+energySection = Card([energyHead, energyChart])
+energyHead = Heading("Energy Use Today", "h3")
+energyChart = AreaChart(["6h", "9h", "12h", "15h", "18h"], [energySeries], "natural", "Time", "kWh")
+energySeries = Series("Energy", [520, 980, 1120, 1010, 490])
+
+workOrderSection = Card([woHead, woTable])
+woHead = Heading("Open Work Orders", "h3")
+woTable = Table([woId, woDesc, woPriority])
+woId = Col("Order", ["WO-1042", "WO-1039", "WO-1035", "WO-1030"])
+woDesc = Col("Description", ["Replace bearing", "Sensor recalibration", "Guard repair", "Motor inspection"])
+woPriority = Col("Priority", ["High", "Medium", "High", "Low"])
+
+scheduleSection = Card([scheduleForm, focusDialog])
+scheduleForm = Form("schedule-maint", scheduleButtons, [machineField, dateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [msPress, msCnc, msExtruder, msConveyor], "Select machine")
+msPress = SelectItem("press-m12", "Press M-12")
+msCnc = SelectItem("cnc-04", "CNC-04")
+msExtruder = SelectItem("extruder-e2", "Extruder E-2")
+msConveyor = SelectItem("conveyor-c9", "Conveyor C-9")
+dateField = FormControl("Date", datePick)
+datePick = DatePicker("maint_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule Maintenance", null, "primary")
+
+focusDialog = DialogBlock("Focus on a Line", "Focus Line", "Select a line to view its detail", [focusButtons], "secondary")
+focusButtons = Buttons([fl1, fl2, fl3, fl4], "column")
+fl1 = Button("Focus Line 1")
+fl2 = Button("Focus Line 2")
+fl3 = Button("Focus Line 3")
+fl4 = Button("Focus Line 4")
+
+exportActions = Buttons([exportBtn, refreshBtn])
+exportBtn = Button("Export Shift Report", null, "primary")
+refreshBtn = Button("Refresh Live Data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..ba6e28e30
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r1.txt
@@ -0,0 +1,81 @@
+root = Card([header, liveNow, buffering, mostWatched, watchTrend, subsVsCancels, genrePerf, deliveryHealth, upcomingReleases, expiringLicenses, recoClicks, failedSearches, revenueByPlan, viewingByDevice, regionFocus, featureFlags, promoteTitle])
+
+header = CardHeader("Streaming Operations Room", "Live platform health and content performance")
+
+liveNow = Callout("info", "Viewers watching now", "2,184,930 concurrent streams across all regions")
+
+buffering = Progress(3, "Buffering rate: 3.0% of active streams")
+
+mostWatched = Table([mwTitle, mwHours])
+mwTitle = Col("Title", ["Nebula Drift", "The Last Harbor", "Crown of Ash", "Midnight Circuit", "Silent Frequency"])
+mwHours = Col("Hours watched", [4820000, 3910000, 3450000, 2980000, 2510000], "number")
+
+watchTrend = LineChart(wtLabels, [wtSeries], "natural", "Week", "Million hours")
+wtLabels = ["Wk 1", "Wk 2", "Wk 3", "Wk 4"]
+wtSeries = Series("Watch time", [128, 141, 137, 156])
+
+subsVsCancels = BarChart(scLabels, [subsSeries, cancelSeries], "grouped", "Week", "Accounts")
+scLabels = ["Wk 1", "Wk 2", "Wk 3", "Wk 4"]
+subsSeries = Series("New subscribers", [82000, 91500, 88400, 103200])
+cancelSeries = Series("Cancellations", [41000, 38700, 45200, 39800])
+
+genrePerf = RadarChart(genreLabels, [genreSeries])
+genreLabels = ["Drama", "Comedy", "Action", "Documentary", "Sci-Fi", "Kids"]
+genreSeries = Series("Engagement index", [88, 74, 91, 62, 85, 70])
+
+deliveryHealth = HorizontalBarChart(regionLabels, [uptimeSeries], "grouped", "Uptime %", "Region")
+regionLabels = ["North America", "Europe", "Asia-Pacific", "Latin America", "Middle East"]
+uptimeSeries = Series("Uptime", [99.95, 99.91, 99.78, 99.62, 99.55])
+
+upcomingReleases = ListBlock([relA, relB, relC], "number")
+relA = ListItem("Aurora Protocol", "Original series · Premieres Mar 8")
+relB = ListItem("Echoes of Tomorrow", "Feature film · Premieres Mar 15")
+relC = ListItem("Kitchen Legends S3", "Reality · Premieres Mar 22")
+
+expiringLicenses = Table([licTitle, licDate])
+licTitle = Col("Licensed title", ["Golden Age Classics", "Retro Sports Vault", "Global Cinema Pack"])
+licDate = Col("Expires", ["Mar 12", "Mar 19", "Mar 28"])
+
+recoClicks = Progress(34, "Recommendation click-through rate: 34%")
+
+failedSearches = Callout("warning", "Searches without playback", "18.4% of searches ended without any title being played")
+
+revenueByPlan = PieChart(planLabels, planValues, "donut")
+planLabels = ["Basic", "Standard", "Premium", "Ad-supported"]
+planValues = [22, 31, 34, 13]
+
+viewingByDevice = PieChart(deviceLabels, deviceValues, "pie")
+deviceLabels = ["Smart TV", "Mobile", "Web", "Tablet", "Console"]
+deviceValues = [46, 27, 14, 8, 5]
+
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect)
+regionSelect = Select("region", [rNA, rEU, rAP, rLA, rME], "Select a region to drill into")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rAP = SelectItem("ap", "Asia-Pacific")
+rLA = SelectItem("la", "Latin America")
+rME = SelectItem("me", "Middle East")
+regionButtons = Buttons([regionApply])
+regionApply = Button("Focus region", null, "primary")
+
+featureFlags = SwitchGroup("feature-flags", [ffAutoplay, ffDolby, ff4k, ffOffline], "card")
+ffAutoplay = SwitchItem("Autoplay previews", "Play trailers on hover", "autoplay", true)
+ffDolby = SwitchItem("Dolby Atmos", "Spatial audio for supported titles", "dolby", true)
+ff4k = SwitchItem("4K on mobile", "Ultra HD streaming on phones", "mobile4k", false)
+ffOffline = SwitchItem("Offline downloads", "Save titles for offline viewing", "offline", true)
+
+promoteTitle = DialogBlock("Promote a title", "Feature on home screen", "Choose a title to spotlight in the hero banner", [promoteForm])
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField])
+promoteTitleField = FormControl("Title", promoteTitleSelect)
+promoteTitleSelect = Select("title", [pA, pB, pC], "Select a title")
+pA = SelectItem("nebula", "Nebula Drift")
+pB = SelectItem("harbor", "The Last Harbor")
+pC = SelectItem("aurora", "Aurora Protocol")
+promoteSlotField = FormControl("Placement", promoteSlotRadio)
+promoteSlotRadio = RadioGroup("slot", [slotHero, slotRow], "hero")
+slotHero = RadioItem("Hero banner", "Top of home screen", "hero")
+slotRow = RadioItem("Trending row", "First position in Trending", "row")
+promoteButtons = Buttons([promoteSubmit, promoteCancel])
+promoteSubmit = Button("Promote", null, "primary")
+promoteCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..7d5647d5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r2.txt
@@ -0,0 +1,70 @@
+root = Card([header, liveNow, topTitles, watchTrend, subsVsCancels, genrePerf, bufferBox, regionHealth, upcoming, licenses, recoClicks, deadSearches, revenueByPlan, deviceSplit, regionFocus, flags, promote])
+
+header = CardHeader("Operations Room", "Streaming service live overview")
+
+liveNow = Callout("info", "Viewers Watching Now", "1,284,502 concurrent streams across all regions")
+
+topTitles = Table([titleCol, hoursCol])
+titleCol = Col("Title", ["Neon Skyline", "The Deep End", "Last Signal", "Harvest Moon", "Crown of Ash"])
+hoursCol = Col("Hours Watched", [842300, 731200, 690450, 512800, 498100], "number")
+
+watchTrend = AreaChart(["W1", "W2", "W3", "W4"], [watchSeries], "natural", "Week", "Million hours")
+watchSeries = Series("Watch time", [58.2, 61.9, 64.3, 70.1])
+
+subsVsCancels = BarChart(["W1", "W2", "W3", "W4"], [newSubs, cancels], "grouped", "Week", "Accounts")
+newSubs = Series("New subscribers", [42100, 39800, 45200, 51000])
+cancels = Series("Cancellations", [18400, 20100, 17600, 19200])
+
+genrePerf = RadarChart(["Drama", "Comedy", "Action", "Docs", "Horror", "Kids"], [genreSeries])
+genreSeries = Series("Engagement index", [88, 74, 91, 62, 70, 66])
+
+bufferBox = Progress(2.4, "Buffering rate (% of sessions)")
+
+regionHealth = HorizontalBarChart(["North America", "Europe", "Asia Pacific", "Latin America", "Middle East"], [healthSeries], "grouped", "Health score", "Region")
+healthSeries = Series("Delivery health", [98, 96, 92, 89, 85])
+
+upcoming = ListBlock([rel1, rel2, rel3], "number")
+rel1 = ListItem("Midnight Archive", "Original series · Mar 12")
+rel2 = ListItem("Fault Lines", "Feature film · Mar 19")
+rel3 = ListItem("Tiny Explorers S2", "Kids series · Mar 27")
+
+licenses = Table([licTitle, licExpiry])
+licTitle = Col("Title", ["Golden Hour", "Steel Harbor", "The Quiet Road", "Paper Kings"])
+licExpiry = Col("Expires", ["Mar 08", "Mar 15", "Mar 22", "Mar 30"])
+
+recoClicks = Progress(37.5, "Recommendation click-through rate (%)")
+
+deadSearches = Callout("warning", "Searches Without Playback", "12.8% of searches ended without any title being played")
+
+revenueByPlan = PieChart(["Basic", "Standard", "Premium", "Ultra"], [22, 38, 28, 12], "donut")
+
+deviceSplit = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+
+regionFocus = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect)
+regionSelect = Select("region", [rNA, rEU, rAP, rLA, rME], "Select a region")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rAP = SelectItem("ap", "Asia Pacific")
+rLA = SelectItem("la", "Latin America")
+rME = SelectItem("me", "Middle East")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Apply focus", null, "primary")
+
+flags = SwitchGroup("feature-flags", [flagAutoplay, flagNewUI, flag4k, flagOffline], "card")
+flagAutoplay = SwitchItem("Autoplay previews", "Play trailers on hover", "autoplay", true)
+flagNewUI = SwitchItem("New home layout", "Redesigned home rows", "new_ui", false)
+flag4k = SwitchItem("4K streaming", "Ultra HD for Premium+", "uhd_4k", true)
+flagOffline = SwitchItem("Offline downloads", "Save titles for offline", "offline", true)
+
+promote = Form("promote-title", promoteButtons, [promoteField, slotField])
+promoteField = FormControl("Title to promote", promoteInput, "Appears in the hero banner")
+promoteInput = Input("title", "e.g. Neon Skyline")
+slotField = FormControl("Home screen slot", slotSelect)
+slotSelect = Select("slot", [slotHero, slotRow1, slotSpotlight], "Choose a slot")
+slotHero = SelectItem("hero", "Hero banner")
+slotRow1 = SelectItem("row1", "Top row")
+slotSpotlight = SelectItem("spotlight", "Spotlight carousel")
+promoteButtons = Buttons([promoteBtn, previewBtn])
+promoteBtn = Button("Promote now", null, "primary")
+previewBtn = Button("Preview", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..1a16e9b98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r3.txt
@@ -0,0 +1,96 @@
+root = Card([header, liveNow, regionFocus, sectionTop, sectionTrends, sectionSubs, sectionPerf, sectionHealth, sectionContent, sectionEngage, sectionRevenue, sectionOps, promoteAction])
+
+header = CardHeader("Streaming Operations Room", "Live service health and performance")
+
+liveNow = Callout("info", "Viewers Watching Now", "2,481,930 concurrent streams across all regions")
+
+regionFocus = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus on one region", regionSelect, "Filters dashboards to the selected region")
+regionSelect = Select("region", [rNA, rEU, rLATAM, rAPAC, rMEA], "All regions")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rLATAM = SelectItem("latam", "Latin America")
+rAPAC = SelectItem("apac", "Asia Pacific")
+rMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([applyRegion, resetRegion])
+applyRegion = Button("Apply focus", null, "primary")
+resetRegion = Button("Reset", null, "tertiary")
+
+sectionTop = SectionBlock([secTopTitles], true)
+secTopTitles = SectionItem("top-titles", "Most-Watched Titles", [topTable])
+topTable = Table([titleCol, hoursCol])
+titleCol = Col("Title", ["Nebula Drift", "The Last Ledger", "Kitchen Wars S3", "Silent Harbor", "Runaway Code"])
+hoursCol = Col("Hours Watched", [4820000, 3910000, 3450000, 2870000, 2110000], "number")
+
+sectionTrends = SectionBlock([secWatchTime], true)
+secWatchTime = SectionItem("watch-time", "Watch Time — Past Month", [watchTimeChart])
+watchTimeChart = AreaChart(["W1", "W2", "W3", "W4"], [watchSeries], "natural", "Week", "Million Hours")
+watchSeries = Series("Watch Time", [58.2, 61.7, 64.9, 71.3])
+
+sectionSubs = SectionBlock([secSubs], true)
+secSubs = SectionItem("subs", "New Subscribers vs Cancellations", [subsChart])
+subsChart = BarChart(["W1", "W2", "W3", "W4"], [newSubs, cancels], "grouped", "Week", "Accounts")
+newSubs = Series("New Subscribers", [142000, 156000, 138000, 171000])
+cancels = Series("Cancellations", [61000, 58000, 72000, 64000])
+
+sectionPerf = SectionBlock([secGenre], true)
+secGenre = SectionItem("genre", "Performance by Genre", [genreChart])
+genreChart = RadarChart(["Drama", "Comedy", "Action", "Docs", "Kids", "Horror"], [genreSeries])
+genreSeries = Series("Engagement Index", [88, 74, 91, 63, 70, 58])
+
+sectionHealth = SectionBlock([secBuffer, secRegionHealth], true)
+secBuffer = SectionItem("buffer", "Buffering Rate", [bufferProgress, bufferNote])
+bufferProgress = Progress(1.4, "Buffering rate: 1.4% of sessions")
+bufferNote = TextContent("Target is under 2%. Current levels are healthy.", "small")
+secRegionHealth = SectionItem("region-health", "Delivery Health by Region", [healthTable])
+healthTable = Table([hRegionCol, hUptimeCol, hStatusCol])
+hRegionCol = Col("Region", ["North America", "Europe", "Latin America", "Asia Pacific", "Middle East & Africa"])
+hUptimeCol = Col("Uptime", ["99.98%", "99.95%", "99.87%", "99.91%", "99.72%"])
+hStatusCol = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Degraded"])
+
+sectionContent = SectionBlock([secReleases, secLicenses], true)
+secReleases = SectionItem("releases", "Releases Coming This Month", [releaseList])
+releaseList = ListBlock([relA, relB, relC], "number")
+relA = ListItem("Nebula Drift: Season 2", "Premieres Mar 14 — Sci-Fi Original")
+relB = ListItem("The Comedian's Cut", "Premieres Mar 21 — Standup Special")
+relC = ListItem("Deep Blue Frontier", "Premieres Mar 28 — Nature Documentary")
+secLicenses = SectionItem("licenses", "Licenses Expiring Soon", [licenseTable])
+licenseTable = Table([licTitleCol, licExpiryCol])
+licTitleCol = Col("Title", ["Golden Age Classics", "City Beat", "Frozen Peaks", "Retro Toons"])
+licExpiryCol = Col("Expires", ["Mar 31", "Apr 07", "Apr 12", "Apr 20"])
+
+sectionEngage = SectionBlock([secRecs, secSearch], true)
+secRecs = SectionItem("recs", "Recommendation Click-Through", [recsProgress])
+recsProgress = Progress(0.37, "Recommendations clicked: 37% of impressions")
+secSearch = SectionItem("search", "Searches Without Playback", [searchChart, searchNote])
+searchChart = PieChart(["Played after search", "No playback"], [72, 28], "donut")
+searchNote = TextContent("28% of searches ended without any title being played.", "small")
+
+sectionRevenue = SectionBlock([secRevenue, secDevice], true)
+secRevenue = SectionItem("revenue", "Revenue Split by Plan", [revenueChart])
+revenueChart = PieChart(["Basic", "Standard", "Premium", "Ad-Supported"], [18, 34, 39, 9], "pie")
+secDevice = SectionItem("device", "Viewing Split by Device", [deviceBar])
+deviceBar = SingleStackedBarChart(["Smart TV", "Mobile", "Desktop", "Tablet", "Console"], [46, 27, 14, 8, 5])
+
+sectionOps = SectionBlock([secFlags], true)
+secFlags = SectionItem("flags", "Feature Flags", [flagSwitches])
+flagSwitches = SwitchGroup("feature-flags", [flagA, flagB, flagC, flagD], "card")
+flagA = SwitchItem("4K Auto-Upgrade", "Serve 4K when bandwidth allows", "flag_4k", true)
+flagB = SwitchItem("New Recommender", "Rollout of v3 recommendation engine", "flag_rec_v3", true)
+flagC = SwitchItem("Downloads Beta", "Offline downloads for premium tiers", "flag_downloads", false)
+flagD = SwitchItem("Live Events Tab", "Dedicated live sports & concerts tab", "flag_live", false)
+
+promoteAction = DialogBlock("Promote a Title", "Promote to Home Screen", "Select a title to feature on the home carousel", [promoteForm], "default")
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promoteSlotField])
+promoteTitleField = FormControl("Title", promoteSelect)
+promoteSelect = Select("title", [pT1, pT2, pT3], "Choose a title")
+pT1 = SelectItem("nebula", "Nebula Drift")
+pT2 = SelectItem("ledger", "The Last Ledger")
+pT3 = SelectItem("harbor", "Silent Harbor")
+promoteSlotField = FormControl("Home slot", promoteSlot)
+promoteSlot = RadioGroup("slot", [slotHero, slotRow], "hero")
+slotHero = RadioItem("Hero Banner", "Top of the home screen", "hero")
+slotRow = RadioItem("Featured Row", "First carousel row", "row")
+promoteButtons = Buttons([promoteConfirm, promoteCancel])
+promoteConfirm = Button("Promote", null, "primary")
+promoteCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..f9e8f27bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-streaming__r4.txt
@@ -0,0 +1,81 @@
+root = Card([header, liveNow, focusForm, alerts, topTitles, watchTrend, subsVsCancel, genrePerf, quality, releases, licenses, recsAndSearch, revDevice, flags, promote])
+
+header = CardHeader("Operations Room", "Live streaming health & performance")
+
+liveNow = Card([liveHeading, liveViewers, bufferProgress, recsClick], "sunk", "row", "l", "center", "between", false)
+liveHeading = Heading("Right Now", "h3")
+liveViewers = Badge("1,284,932 watching", "secondary")
+bufferProgress = Progress(2, "Buffering rate")
+recsClick = Progress(37, "Recommendation click-through")
+
+focusForm = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Focus on region", regionSelect, "Filter dashboards to a single region")
+regionSelect = Select("region", [rNA, rEU, rAPAC, rLATAM, rMEA], "All regions")
+rNA = SelectItem("na", "North America")
+rEU = SelectItem("eu", "Europe")
+rAPAC = SelectItem("apac", "Asia Pacific")
+rLATAM = SelectItem("latam", "Latin America")
+rMEA = SelectItem("mea", "Middle East & Africa")
+focusButtons = Buttons([applyFocus, resetFocus])
+applyFocus = Button("Apply focus", null, "primary")
+resetFocus = Button("Reset", null, "tertiary")
+
+alerts = Alert("Buffering spike in APAC", "Edge nodes in Singapore reporting elevated rebuffer ratio", "warning")
+
+topTitles = Table([titleName, titleHours])
+titleName = Col("Title", ["Neon Horizon", "The Last Signal", "Crown of Ash", "Midnight Diner", "Vault 7"])
+titleHours = Col("Hours watched", [4820000, 3910000, 3140000, 2670000, 2210000], "number")
+
+watchTrend = AreaChart(["W1", "W2", "W3", "W4"], [watchSeries], "natural", "Week", "Million hours")
+watchSeries = Series("Watch time", [82, 88, 91, 97])
+
+subsVsCancel = BarChart(["W1", "W2", "W3", "W4"], [newSubs, cancels], "grouped", "Week", "Accounts")
+newSubs = Series("New subscribers", [42000, 38500, 45100, 51000])
+cancels = Series("Cancellations", [18000, 21000, 17500, 16200])
+
+genrePerf = RadarChart(["Drama", "Comedy", "Action", "Documentary", "Kids", "Horror"], [genreSeries])
+genreSeries = Series("Engagement", [88, 74, 91, 63, 70, 58])
+
+quality = HorizontalBarChart(["North America", "Europe", "Asia Pacific", "Latin America", "Middle East"], [healthSeries], "grouped", "Delivery health %", "Region")
+healthSeries = Series("Health", [99, 98, 92, 96, 94])
+
+releases = ListBlock([rel1, rel2, rel3], "number")
+rel1 = ListItem("Neon Horizon S2", "Premieres Mar 14 — Original series")
+rel2 = ListItem("Silent Waters", "Premieres Mar 21 — Feature film")
+rel3 = ListItem("Cook It Live", "Premieres Mar 28 — Unscripted")
+
+licenses = Table([licTitle, licExpiry, licDays])
+licTitle = Col("Title", ["Retro Classics Pack", "Skyline Nights", "Global Docs Vol. 3"])
+licExpiry = Col("Expires", ["Mar 31", "Apr 05", "Apr 12"])
+licDays = Col("Days left", [9, 14, 21], "number")
+
+recsAndSearch = Card([recBlock, searchBlock], "clear", "row", "l", "stretch", "between", false)
+recBlock = PieChart(["Clicked", "Ignored"], [37, 63], "donut")
+searchBlock = Table([searchTerm, searchCount])
+searchTerm = Col("Zero-result search", ["comfort shows", "oscar winners 2024", "korean thriller", "family movie night"])
+searchCount = Col("Count", [12400, 9800, 7600, 6100], "number")
+
+revDevice = Card([revenue, device], "clear", "row", "l", "stretch", "between", false)
+revenue = PieChart(["Basic", "Standard", "Premium", "Ad-supported"], [18, 34, 33, 15], "donut")
+device = PieChart(["Smart TV", "Mobile", "Web", "Tablet", "Console"], [46, 27, 14, 8, 5], "pie")
+
+flags = SwitchGroup("feature-flags", [flagAv1, flagP2p, flag4k, flagSkip], "card", null)
+flagAv1 = SwitchItem("AV1 encoding", "Serve AV1 to supported devices", "flag_av1", true)
+flagP2p = SwitchItem("P2P delivery", "Peer-assisted edge delivery", "flag_p2p", false)
+flag4k = SwitchItem("4K on mobile", "Allow UHD streams on mobile", "flag_4k_mobile", false)
+flagSkip = SwitchItem("Skip intro", "Auto-detect and offer skip", "flag_skip_intro", true)
+
+promote = DialogBlock("Promote a title", "Promote to Home Screen", "Feature a title in the hero spot", [promoteForm], "default")
+promoteForm = Form("promote-title", promoteButtons, [promoTitleField, promoRowField, promoDateField])
+promoTitleField = FormControl("Title", promoTitleInput)
+promoTitleInput = Input("title", "Neon Horizon")
+promoRowField = FormControl("Placement", promoRowSelect)
+promoRowSelect = Select("placement", [placeHero, placeTrending, placeTop10], "Choose a row")
+placeHero = SelectItem("hero", "Hero banner")
+placeTrending = SelectItem("trending", "Trending now")
+placeTop10 = SelectItem("top10", "Top 10 today")
+promoDateField = FormControl("Run dates", promoDate)
+promoDate = DatePicker("run_dates", "range")
+promoteButtons = Buttons([promoteSubmit, promoteCancel])
+promoteSubmit = Button("Promote", null, "primary")
+promoteCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r1.txt
new file mode 100644
index 000000000..11fbd9b5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r1.txt
@@ -0,0 +1,88 @@
+root = Card([header, kpis, deptFocus, enrollmentTrend, appsChart, courseFill, teachingLoad, riskList, scholarship, housing, events, alumniGiving, semesterCompare, waitlist, actions])
+
+header = CardHeader("University Administration Overview", "Fall 2024 snapshot")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total Enrollment", "Acceptance Rate", "Tuition Revenue (YTD)"])
+kpiValue = Col("Value", ["18,420", "62%", "$284.6M"])
+
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus on a department", deptSelect)
+deptSelect = Select("department", [deptCS, deptEng, deptBio, deptBus, deptArts], "Select a department")
+deptCS = SelectItem("cs", "Computer Science")
+deptEng = SelectItem("eng", "Engineering")
+deptBio = SelectItem("bio", "Biology")
+deptBus = SelectItem("bus", "Business")
+deptArts = SelectItem("arts", "Liberal Arts")
+deptButtons = Buttons([deptApply])
+deptApply = Button("Apply focus", null, "primary")
+
+enrollmentTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [16200, 16800, 17300, 17900, 18420])
+
+appsChart = HorizontalBarChart(["Computer Science", "Engineering", "Biology", "Business", "Liberal Arts"], [appsSeries], "grouped", "Applications", "Program")
+appsSeries = Series("Applications", [8400, 6200, 4900, 5600, 3100])
+
+courseFill = BarChart(["CS101", "ENG204", "BIO150", "BUS310", "ART220"], [fillSeries], "grouped", "Course", "Fill %")
+fillSeries = Series("Capacity Filled %", [98, 87, 74, 91, 65])
+
+teachingLoad = Table([facName, facCourses, facHours])
+facName = Col("Faculty", ["Dr. Reyes", "Dr. Chen", "Dr. Okafor", "Dr. Muller", "Dr. Patel"])
+facCourses = Col("Courses", [4, 3, 5, 2, 4], "number")
+facHours = Col("Weekly Hours", [16, 12, 20, 9, 15], "number")
+
+riskList = ListBlock([risk1, risk2, risk3], "number")
+risk1 = ListItem("Jordan Ellis", "GPA 1.7 — 2 failed courses this term")
+risk2 = ListItem("Priya Nair", "GPA 1.9 — attendance below 60%")
+risk3 = ListItem("Marcus Webb", "GPA 1.8 — incomplete midterms")
+
+scholarship = Progress(78, "Scholarship budget used: $9.4M of $12.0M")
+
+housing = SingleStackedBarChart(["Occupied", "Reserved", "Available"], [4820, 610, 470])
+
+events = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Fall Career Fair", "Oct 8 — Main Hall")
+ev2 = ListItem("Homecoming Weekend", "Oct 12–13 — Stadium")
+ev3 = ListItem("Research Symposium", "Oct 21 — Science Center")
+ev4 = ListItem("Board of Trustees Meeting", "Oct 28 — Admin Building")
+
+alumniGiving = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "USD (millions)")
+givingSeries = Series("Alumni Giving", [14.2, 16.8, 19.5, 22.1])
+
+semesterCompare = BarChart(["Enrollment", "Avg GPA", "Retention %", "New Faculty"], [lastSem, thisSem], "grouped", "Metric", "Value")
+lastSem = Series("Last Semester", [18010, 3.1, 89, 12])
+thisSem = Series("This Semester", [18420, 3.2, 91, 15])
+
+waitlist = HorizontalBarChart(["Computer Science", "Engineering", "Biology", "Business", "Liberal Arts"], [waitSeries], "grouped", "Waitlisted", "Program")
+waitSeries = Series("Waitlisted Students", [340, 210, 95, 180, 40])
+
+actions = Buttons([approveCourse, messageGroup])
+approveCourse = DialogBlock("Approve New Course", "Approve New Course", "Review and approve a proposed course offering", [courseForm], "default")
+courseForm = Form("approve-course", courseButtons, [courseCode, courseTitle, courseDept, courseCap])
+courseCode = FormControl("Course Code", codeInput)
+codeInput = Input("code", "e.g. CS301")
+courseTitle = FormControl("Course Title", titleInput)
+titleInput = Input("title", "Advanced Algorithms")
+courseDept = FormControl("Department", deptInput)
+deptInput = Input("dept", "Computer Science")
+courseCap = FormControl("Capacity", capInput)
+capInput = Input("capacity", "40", "number")
+courseButtons = Buttons([approveBtn, cancelBtn])
+approveBtn = Button("Approve course", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+
+messageGroup = DrawerBlock("Message a Student Group", "Send a Message", "Compose a message to a student group", [msgForm])
+msgForm = Form("message-group", msgButtons, [msgGroupField, msgSubject, msgBody])
+msgGroupField = FormControl("Recipient group", groupSelect)
+groupSelect = Select("group", [grpAll, grpRisk, grpWait, grpFresh], "Select a group")
+grpAll = SelectItem("all", "All students")
+grpRisk = SelectItem("risk", "At-risk students")
+grpWait = SelectItem("wait", "Waitlisted students")
+grpFresh = SelectItem("fresh", "First-year students")
+msgSubject = FormControl("Subject", subjInput)
+subjInput = Input("subject", "Important update")
+msgBody = FormControl("Message", bodyInput)
+bodyInput = TextArea("body", "Type your message...", 5)
+msgButtons = Buttons([sendBtn, discardBtn])
+sendBtn = Button("Send message", null, "primary")
+discardBtn = Button("Discard", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r2.txt
new file mode 100644
index 000000000..6180d2f40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r2.txt
@@ -0,0 +1,62 @@
+root = Card([header, kpis, enrollTrend, appsChart, acceptRadial, courseFill, teachingLoad, riskTable, scholarship, housing, events, alumni, semesterCompare, waitlist, deptFocus, actions])
+
+header = CardHeader("University Administration Overview", "Academic Year 2024-2025")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total Enrollment", "Acceptance Rate", "Tuition Revenue (YTD)"])
+kpiValue = Col("Value", ["24,180 students", "48.2%", "$312.4M"])
+
+enrollTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [21400, 22100, 22850, 23600, 24180])
+
+appsChart = HorizontalBarChart(["Engineering", "Business", "Arts & Sciences", "Nursing", "Law"], [appsSeries], "grouped", "Applications", "Program")
+appsSeries = Series("Applications", [9800, 7600, 8900, 4200, 3100])
+
+acceptRadial = RadialChart(["Accepted", "Waitlisted", "Rejected"], [48, 12, 40])
+
+courseFill = BarChart(["CS 101", "BIO 210", "ECON 150", "HIST 220", "MATH 305"], [fillSeries], "grouped", "Course", "% Full")
+fillSeries = Series("Capacity Filled (%)", [98, 87, 74, 62, 91])
+
+teachingLoad = HorizontalBarChart(["Dr. Chen", "Dr. Alvarez", "Dr. Okafor", "Dr. Patel", "Dr. Nguyen"], [loadSeries], "grouped", "Credit Hours", "Faculty")
+loadSeries = Series("Teaching Load (credit hrs)", [12, 15, 9, 18, 11])
+
+riskTable = Table([riskName, riskGpa, riskProgram, riskStatus])
+riskName = Col("Student", ["J. Morgan", "A. Reyes", "K. Brooks", "L. Tanaka"])
+riskGpa = Col("GPA", [1.8, 1.6, 2.0, 1.9])
+riskProgram = Col("Program", ["Engineering", "Business", "Arts & Sciences", "Nursing"])
+riskStatus = Col("Status", ["Probation", "Probation", "Warning", "Warning"])
+
+scholarship = Progress(78, "Scholarship Budget Used — $18.7M of $24M")
+
+housing = Progress(92, "Housing Occupancy — 6,440 of 7,000 beds")
+
+events = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Fall Convocation", "Sept 3 · Main Auditorium")
+ev2 = ListItem("Career & Internship Fair", "Sept 12 · Student Union")
+ev3 = ListItem("Homecoming Weekend", "Sept 20-22 · Campus-wide")
+ev4 = ListItem("Research Symposium", "Sept 28 · Science Building")
+
+alumni = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "USD (millions)")
+givingSeries = Series("Alumni Giving", [12.4, 14.1, 15.8, 18.3])
+
+semesterCompare = BarChart(["Enrollment", "Avg GPA", "Retention %", "Courses"], [lastSem, thisSem], "grouped", "Metric", "Value")
+lastSem = Series("Last Semester", [23600, 3.1, 88, 1240])
+thisSem = Series("This Semester", [24180, 3.2, 90, 1305])
+
+waitlist = HorizontalBarChart(["Engineering", "Business", "Arts & Sciences", "Nursing", "Law"], [waitSeries], "grouped", "Waitlisted", "Program")
+waitSeries = Series("Waitlisted Students", [340, 210, 180, 420, 95])
+
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus on Department", deptSelect)
+deptSelect = Select("department", [dOpt1, dOpt2, dOpt3, dOpt4, dOpt5], "Select a department")
+dOpt1 = SelectItem("engineering", "Engineering")
+dOpt2 = SelectItem("business", "Business")
+dOpt3 = SelectItem("arts", "Arts & Sciences")
+dOpt4 = SelectItem("nursing", "Nursing")
+dOpt5 = SelectItem("law", "Law")
+deptButtons = Buttons([deptApply])
+deptApply = Button("View Department", null, "primary")
+
+actions = Buttons([approveCourse, messageGroup])
+approveCourse = Button("Approve New Course", null, "primary")
+messageGroup = Button("Message Student Group", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r3.txt
new file mode 100644
index 000000000..05ff78d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r3.txt
@@ -0,0 +1,93 @@
+root = Card([header, deptFocus, kpis, enrollTrend, appsChart, tuitionRevenue, scholarshipProgress, housingProgress, courseFillTable, facultyLoadChart, atRiskTable, waitlistChart, alumniTrend, semesterCompare, events, actions])
+
+header = CardHeader("University Administrator Overview", "Academic year 2024–2025")
+
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus department", deptSelect, "Filter the overview to a single department")
+deptSelect = Select("department", [deptAll, deptCS, deptBio, deptBus, deptEng], "All departments")
+deptAll = SelectItem("all", "All departments")
+deptCS = SelectItem("cs", "Computer Science")
+deptBio = SelectItem("bio", "Biology")
+deptBus = SelectItem("bus", "Business")
+deptEng = SelectItem("eng", "Engineering")
+deptButtons = Buttons([applyDept])
+applyDept = Button("Apply focus", null, "primary")
+
+kpis = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total enrollment", "Acceptance rate", "Tuition revenue (YTD)"])
+kpiValue = Col("Value", ["18,420", "42.6%", "$284.6M"])
+
+enrollTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total enrollment", [16200, 16850, 17400, 17980, 18420])
+
+appsChart = HorizontalBarChart(["Computer Science", "Biology", "Business", "Engineering", "Psychology"], [appsSeries], "grouped", "Applications", "Program")
+appsSeries = Series("Applications", [4820, 3910, 3540, 4120, 2980])
+
+tuitionRevenue = Progress(100, "Tuition revenue this year: $284.6M collected")
+
+scholarshipProgress = Progress(72, "Scholarship budget used: $18.0M of $25.0M")
+
+housingProgress = Progress(88, "Housing occupancy: 5,280 of 6,000 beds")
+
+courseFillTable = Table([courseName, courseCap, courseFill])
+courseName = Col("Course offering", ["CS 101", "BIO 210", "BUS 305", "ENG 150", "PSY 220"])
+courseCap = Col("Capacity", [200, 120, 90, 150, 110])
+courseFill = Col("Fill rate", ["96%", "83%", "100%", "74%", "91%"], "string")
+
+facultyLoadChart = BarChart(["Dr. Reyes", "Dr. Okafor", "Dr. Lindqvist", "Dr. Patel", "Dr. Moreau"], [loadSeries], "grouped", "Faculty", "Teaching hours/week")
+loadSeries = Series("Teaching load", [14, 18, 12, 20, 16])
+
+atRiskTable = Table([riskStudent, riskProgram, riskGpa, riskStatus])
+riskStudent = Col("Student", ["A. Chen", "M. Diallo", "S. Rossi", "K. Novak"])
+riskProgram = Col("Program", ["Business", "Engineering", "Biology", "Psychology"])
+riskGpa = Col("GPA", [1.8, 1.6, 1.9, 1.7], "number")
+riskStatus = Col("Status", ["Probation", "Warning", "Probation", "Warning"])
+
+waitlistChart = BarChart(["Computer Science", "Biology", "Business", "Engineering", "Psychology"], [waitSeries], "grouped", "Program", "Waitlisted students")
+waitSeries = Series("Waitlisted", [142, 68, 95, 54, 37])
+
+alumniTrend = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "USD (millions)")
+givingSeries = Series("Alumni giving", [12.4, 14.1, 15.8, 18.2])
+
+semesterCompare = BarChart(["Enrollment", "New courses", "Avg fill rate", "Retention"], [springSeries, fallSeries], "grouped", "Metric", "Value (indexed)")
+springSeries = Series("Last semester", [17980, 42, 84, 91])
+fallSeries = Series("This semester", [18420, 47, 88, 93])
+
+events = ListBlock([evtCareer, evtHomecoming, evtLecture, evtOrientation], "number")
+evtCareer = ListItem("Career Fair", "Nov 6 · Student Union Hall")
+evtHomecoming = ListItem("Homecoming Weekend", "Nov 15–17 · Main Quad")
+evtLecture = ListItem("Distinguished Lecture Series", "Nov 21 · Auditorium A")
+evtOrientation = ListItem("Spring Orientation Info Session", "Nov 28 · Welcome Center")
+
+actions = Buttons([approveCourse, messageGroup])
+approveCourse = DialogBlock("Approve new course", "Approve New Course", "Review and approve a proposed course offering", [approveForm], "default")
+approveForm = Form("approve-course", approveButtons, [courseTitleField, courseDeptField, courseCapField])
+courseTitleField = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("title", "e.g. Introduction to Data Ethics")
+courseDeptField = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("dept", [cdCS, cdBio, cdBus, cdEng], "Select department")
+cdCS = SelectItem("cs", "Computer Science")
+cdBio = SelectItem("bio", "Biology")
+cdBus = SelectItem("bus", "Business")
+cdEng = SelectItem("eng", "Engineering")
+courseCapField = FormControl("Seat capacity", courseCapInput)
+courseCapInput = Input("capacity", "120", "number")
+approveButtons = Buttons([approveSubmit, approveCancel])
+approveSubmit = Button("Approve course", null, "primary")
+approveCancel = Button("Cancel", null, "tertiary")
+
+messageGroup = DialogBlock("Message a student group", "Message Student Group", "Send an announcement to a selected group of students", [messageForm])
+messageForm = Form("message-group", messageButtons, [groupField, subjectField, bodyField])
+groupField = FormControl("Recipient group", groupSelect)
+groupSelect = Select("group", [grpFresh, grpRisk, grpWait, grpAll], "Select a group")
+grpFresh = SelectItem("freshmen", "All freshmen")
+grpRisk = SelectItem("risk", "Students at academic risk")
+grpWait = SelectItem("waitlist", "Waitlisted students")
+grpAll = SelectItem("all", "Entire student body")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Message subject")
+bodyField = FormControl("Message", bodyArea)
+bodyArea = TextArea("body", "Write your message to the group...", 5)
+messageButtons = Buttons([messageSend, messageCancel])
+messageSend = Button("Send message", null, "primary")
+messageCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/opus48/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r4.txt
new file mode 100644
index 000000000..b326b6dfa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/opus48/openui__b5-university__r4.txt
@@ -0,0 +1,95 @@
+root = Card([header, deptFocus, kpiRow, enrollTrend, appsChart, courseFill, facultyLoad, riskTable, budgetProgress, housingProgress, eventsList, alumniChart, semesterCompare, waitlistChart, actions, followUps])
+
+header = CardHeader("University Administration Overview", "Academic Year 2024–2025")
+
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Focus on a department", deptSelect)
+deptSelect = Select("department", [deptAll, deptEng, deptBus, deptArts, deptSci], "All departments")
+deptAll = SelectItem("all", "All departments")
+deptEng = SelectItem("eng", "Engineering")
+deptBus = SelectItem("bus", "Business")
+deptArts = SelectItem("arts", "Arts & Humanities")
+deptSci = SelectItem("sci", "Sciences")
+deptButtons = Buttons([applyFocusBtn])
+applyFocusBtn = Button("Apply focus", null, "primary")
+
+kpiRow = Table([kpiName, kpiValue])
+kpiName = Col("Metric", ["Total Enrollment", "Acceptance Rate", "Tuition Revenue (This Year)"])
+kpiValue = Col("Value", ["24,180", "62%", "$312.4M"])
+
+enrollTrend = LineChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [21400, 22100, 22900, 23600, 24180])
+
+appsChart = HorizontalBarChart(["Engineering", "Business", "Arts & Humanities", "Sciences", "Nursing"], [appsSeries], "grouped", "Applications", "Program")
+appsSeries = Series("Applications", [8400, 6200, 3900, 5100, 2800])
+
+courseFill = BarChart(["CS101", "BUS220", "ART110", "BIO150", "MATH200"], [fillSeries], "grouped", "Course", "% Full")
+fillSeries = Series("Fill Rate", [98, 84, 72, 91, 100])
+
+facultyLoad = HorizontalBarChart(["Dr. Nguyen", "Dr. Okafor", "Dr. Silva", "Dr. Larsen", "Dr. Patel"], [loadSeries], "grouped", "Courses Taught", "Faculty")
+loadSeries = Series("Teaching Load", [4, 3, 5, 2, 4])
+
+riskTable = Table([riskName, riskProgram, riskGpa, riskStatus])
+riskName = Col("Student", ["J. Alvarez", "M. Chen", "R. Osei", "T. Brooks", "L. Fahim"])
+riskProgram = Col("Program", ["Engineering", "Business", "Sciences", "Arts", "Nursing"])
+riskGpa = Col("GPA", [1.8, 1.9, 1.6, 2.0, 1.7])
+riskStatus = Col("Status", ["Probation", "Warning", "Probation", "Warning", "Probation"])
+
+budgetProgress = Progress(74, "Scholarship Budget Used — $18.5M of $25M")
+
+housingProgress = Progress(88, "Housing Occupancy — 8,360 of 9,500 beds")
+
+eventsList = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Fall Career Fair", "Oct 8 · Main Hall")
+ev2 = ListItem("Homecoming Weekend", "Oct 12–13 · Campus-wide")
+ev3 = ListItem("Guest Lecture: AI Ethics", "Oct 18 · Auditorium B")
+ev4 = ListItem("Graduate Research Symposium", "Oct 25 · Science Center")
+
+alumniChart = AreaChart(["2021", "2022", "2023", "2024"], [givingSeries], "natural", "Year", "Giving ($M)")
+givingSeries = Series("Alumni Giving", [12.4, 14.1, 15.8, 18.2])
+
+semesterCompare = BarChart(["Enrollment", "Retention %", "Avg GPA", "New Faculty"], [lastSem, thisSem], "grouped", "Metric", "Value")
+lastSem = Series("Last Semester", [23600, 89, 3.1, 12])
+thisSem = Series("This Semester", [24180, 91, 3.2, 15])
+
+waitlistChart = HorizontalBarChart(["Engineering", "Business", "Arts & Humanities", "Sciences", "Nursing"], [waitSeries], "grouped", "Waitlisted", "Program")
+waitSeries = Series("Waitlisted Students", [210, 95, 40, 130, 180])
+
+actions = Buttons([approveCourseBtn, messageGroupBtn])
+approveCourseBtn = DialogBlock("Approve New Course", "Approve New Course", "Review and approve a proposed course offering", [courseForm])
+courseForm = Form("approve-course", courseFormButtons, [courseCodeField, courseTitleField, courseDeptField, courseCapField])
+courseCodeField = FormControl("Course code", courseCodeInput)
+courseCodeInput = Input("code", "e.g. CS330")
+courseTitleField = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("title", "e.g. Distributed Systems")
+courseDeptField = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("dept", [cdEng, cdBus, cdSci], "Select department")
+cdEng = SelectItem("eng", "Engineering")
+cdBus = SelectItem("bus", "Business")
+cdSci = SelectItem("sci", "Sciences")
+courseCapField = FormControl("Capacity", courseCapInput)
+courseCapInput = Input("capacity", "e.g. 40", "number")
+courseFormButtons = Buttons([approveSubmit, approveCancel])
+approveSubmit = Button("Approve course", null, "primary")
+approveCancel = Button("Cancel", null, "tertiary")
+
+messageGroupBtn = DrawerBlock("Message a Student Group", "Send Message", "Compose a message to a student group", [messageForm])
+messageForm = Form("message-group", messageFormButtons, [groupField, subjectField, bodyField])
+groupField = FormControl("Recipient group", groupSelect)
+groupSelect = Select("group", [grpAtRisk, grpWaitlist, grpSeniors, grpNew], "Select a group")
+grpAtRisk = SelectItem("risk", "Students at academic risk")
+grpWaitlist = SelectItem("waitlist", "Waitlisted students")
+grpSeniors = SelectItem("seniors", "Graduating seniors")
+grpNew = SelectItem("new", "Incoming freshmen")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Message subject")
+bodyField = FormControl("Message", bodyArea)
+bodyArea = TextArea("body", "Write your message...", 5)
+messageFormButtons = Buttons([sendBtn, discardBtn])
+sendBtn = Button("Send message", null, "primary")
+discardBtn = Button("Discard", null, "tertiary")
+
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show projected enrollment for next year")
+fu2 = FollowUpItem("Break down tuition revenue by program")
+fu3 = FollowUpItem("List all courses over 95% full")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..69ec7944a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,94 @@
+Here's a clean invoice view for a freelancer's client:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "amount-card", "separator", "due-section", "pay-btn"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #2024-0187",
+          "subtitle": "From: Alex Design Studio"
+        },
+        {
+          "id": "amount-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "children": ["amount-label", "amount-value"]
+        },
+        {
+          "id": "amount-label",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small"
+        },
+        {
+          "id": "amount-value",
+          "component": "TextContent",
+          "text": "$2,450.00 USD",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "due-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["due-label", "due-value"]
+        },
+        {
+          "id": "due-label",
+          "component": "TextContent",
+          "text": "**Due Date**",
+          "size": "default"
+        },
+        {
+          "id": "due-value",
+          "component": "TextContent",
+          "text": "June 15, 2025",
+          "size": "default"
+        },
+        {
+          "id": "pay-btn",
+          "component": "Button",
+          "label": "Pay Now",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This invoice view covers all three requirements:
+
+1. **Amount due & currency** — Displayed prominently in a recessed card as **$2,450.00 USD** with a clear "Amount Due" label above it.
+2. **Due date** — Shown as **June 15, 2025** in a row layout for easy scanning.
+3. **Pay now** — A large primary **"Pay Now"** button at the bottom for immediate action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..0d3d15dbd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,179 @@
+
+
+Here's a clean, single-screen invoice view for a client, covering the amount due with currency, the due date, and a prominent pay-now action.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "freelancer-invoice-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Studio Nord Billing"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "freelancer-invoice-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "children": ["header", "statusBadge", "amountCard", "dueRow", "divider", "lineItems", "totalNote", "payActions", "footerNote"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Invoice INV-2025-041",
+        "subtitle": "From Ava Chen · Studio Nord  →  Northwind Labs"
+      },
+      {
+        "id": "statusBadge",
+        "component": "Badge",
+        "text": "Awaiting payment",
+        "variant": "secondary"
+      },
+      {
+        "id": "amountCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["amountLabel", "amountValue", "amountSub"]
+      },
+      {
+        "id": "amountLabel",
+        "component": "Label",
+        "text": "AMOUNT DUE"
+      },
+      {
+        "id": "amountValue",
+        "component": "TextContent",
+        "text": "$3,050.00 USD",
+        "size": "large-heavy"
+      },
+      {
+        "id": "amountSub",
+        "component": "TextContent",
+        "text": "3 line items · Issued May 2, 2025",
+        "size": "small"
+      },
+      {
+        "id": "dueRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": ["dueText", "dueTag"]
+      },
+      {
+        "id": "dueText",
+        "component": "TextContent",
+        "text": "**Due date:**  June 2, 2025"
+      },
+      {
+        "id": "dueTag",
+        "component": "Tag",
+        "text": "Due in 9 days",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "divider",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "lineItems",
+        "component": "Table",
+        "columns": ["colItem", "colQty", "colAmount"]
+      },
+      {
+        "id": "colItem",
+        "component": "Col",
+        "label": "Item",
+        "type": "string",
+        "data": [
+          "Brand identity design",
+          "Landing page UI (5 screens)",
+          "Revisions & developer handoff"
+        ]
+      },
+      {
+        "id": "colQty",
+        "component": "Col",
+        "label": "Qty",
+        "type": "number",
+        "data": [1, 1, 1]
+      },
+      {
+        "id": "colAmount",
+        "component": "Col",
+        "label": "Amount",
+        "type": "string",
+        "data": ["$1,200.00", "$1,500.00", "$350.00"]
+      },
+      {
+        "id": "totalNote",
+        "component": "TextContent",
+        "text": "**Total due: $3,050.00 USD**"
+      },
+      {
+        "id": "payActions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["payNowBtn", "downloadBtn"]
+      },
+      {
+        "id": "payNowBtn",
+        "component": "Button",
+        "label": "Pay $3,050.00 now",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          {
+            "event": "pay_invoice",
+            "invoiceId": "INV-2025-041",
+            "amount": 3050.0,
+            "currency": "USD"
+          }
+        ],
+        "accessibility": {
+          "label": "Pay invoice now",
+          "description": "Starts secure payment of 3,050.00 US dollars for invoice INV-2025-041"
+        }
+      },
+      {
+        "id": "downloadBtn",
+        "component": "Button",
+        "label": "Download PDF",
+        "variant": "secondary"
+      },
+      {
+        "id": "footerNote",
+        "component": "TextContent",
+        "text": "You'll receive a receipt by email after payment. Questions? Contact ava@studionord.co.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+All three required items are covered:
+
+1. **Amount due & currency** — shown prominently as “$3,050.00 USD” in the sunken amount panel, and repeated in the pay button and total line.
+2. **Due date** — “June 2, 2025” in its own row, with a “Due in 9 days” urgency tag.
+3. **Pay now** — a large primary “Pay $3,050.00 now” button that emits a `pay_invoice` action, plus a secondary PDF download as a fallback.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..762572fd3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,166 @@
+
+
+Here's a single-screen freelancer invoice view covering all three requirements — amount due with currency, due date, and a prominent Pay Now action:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "sendDataModel": false,
+      "theme": {
+        "primaryColor": "#0F766E",
+        "agentDisplayName": "Freelance Billing"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["header", "amountCard", "dueRow", "itemsTable", "separator", "actionButtons", "footerNote"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #INV-2025-017",
+          "subtitle": "Issued to Aurora Design Co. · Issued Apr 15, 2025"
+        },
+        {
+          "id": "amountCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["amountLabel", "amountRow"]
+        },
+        {
+          "id": "amountLabel",
+          "component": "TextContent",
+          "text": "Amount due",
+          "size": "small"
+        },
+        {
+          "id": "amountRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "baseline",
+          "children": ["amountValue", "currencyTag"]
+        },
+        {
+          "id": "amountValue",
+          "component": "TextContent",
+          "text": "$2,450.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "currencyTag",
+          "component": "Tag",
+          "text": "USD",
+          "variant": "neutral",
+          "size": "md"
+        },
+        {
+          "id": "dueRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["dueDateText", "statusBadge"]
+        },
+        {
+          "id": "dueDateText",
+          "component": "TextContent",
+          "text": "**Due date:** May 15, 2025 · in 12 days"
+        },
+        {
+          "id": "statusBadge",
+          "component": "Badge",
+          "text": "Unpaid",
+          "variant": "secondary"
+        },
+        {
+          "id": "itemsTable",
+          "component": "Table",
+          "columns": ["colDesc", "colHours", "colAmount"]
+        },
+        {
+          "id": "colDesc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Brand identity design", "Landing page UI kit", "Rounds of revisions (×2)"]
+        },
+        {
+          "id": "colHours",
+          "component": "Col",
+          "label": "Hours",
+          "type": "number",
+          "data": [18, 12, 5]
+        },
+        {
+          "id": "colAmount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$1,440.00", "$860.00", "$150.00"]
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "actionButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["payNowBtn", "downloadBtn"]
+        },
+        {
+          "id": "payNowBtn",
+          "component": "Button",
+          "label": "Pay now · $2,450.00",
+          "variant": "primary",
+          "size": "large",
+          "action": [{ "type": "pay_invoice", "invoiceId": "INV-2025-017", "amount": 2450.0, "currency": "USD" }],
+          "accessibility": {
+            "label": "Pay invoice now",
+            "description": "Pays 2,450.00 US dollars toward invoice INV-2025-017"
+          }
+        },
+        {
+          "id": "downloadBtn",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "action": [{ "type": "download_invoice", "invoiceId": "INV-2025-017" }]
+        },
+        {
+          "id": "footerNote",
+          "component": "TextContent",
+          "text": "Secure payment accepted by card or bank transfer (ACH). A 1.5% late fee applies after the due date. Questions? Reply to hello@yourstudio.co",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**How it covers each requirement:**
+1. **Amount due + currency** — a recessed highlight card shows **$2,450.00** with a **USD** tag right below the header.
+2. **Due date** — shown as **May 15, 2025** with a countdown hint and an "Unpaid" status badge.
+3. **Way to pay now** — a large primary **"Pay now"** button (with an optional secondary "Download PDF" and payment terms underneath).
+
+Want me to adjust the amounts, add partial payment history, or include payment method selection (card vs. bank transfer)?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..6d0e7ffd5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,119 @@
+Here's a clean freelancer invoice view with the amount due, due date, and a pay button:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "invoice-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "invoice-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "amount-section", "separator", "due-date-section", "separator2", "pay-section"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Invoice #2024-0187",
+          "subtitle": "From: Alex Rivera Design"
+        },
+        {
+          "id": "amount-section",
+          "component": "Card",
+          "children": ["amount-label", "amount-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "align": "center"
+        },
+        {
+          "id": "amount-label",
+          "component": "TextContent",
+          "text": "Amount Due",
+          "size": "small"
+        },
+        {
+          "id": "amount-value",
+          "component": "TextContent",
+          "text": "$2,450.00 USD",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "due-date-section",
+          "component": "Card",
+          "children": ["due-date-label", "due-date-value"],
+          "direction": "row",
+          "gap": "s",
+          "variant": "clear",
+          "justify": "between",
+          "align": "center"
+        },
+        {
+          "id": "due-date-label",
+          "component": "TextContent",
+          "text": "Due Date",
+          "size": "default"
+        },
+        {
+          "id": "due-date-value",
+          "component": "Tag",
+          "text": "July 15, 2025",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "separator2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "pay-section",
+          "component": "Card",
+          "children": ["pay-button"],
+          "direction": "column",
+          "gap": "none",
+          "variant": "clear",
+          "align": "stretch"
+        },
+        {
+          "id": "pay-button",
+          "component": "Button",
+          "label": "Pay Now",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "pay",
+              "invoiceId": "2024-0187",
+              "amount": 2450.00,
+              "currency": "USD"
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This invoice screen includes:
+
+1. **Amount due & currency** — Displayed prominently in a recessed section showing **$2,450.00 USD** in large bold text.
+2. **Due date** — Shown as a warning-tagged badge reading **July 15, 2025**, making it visually distinct and easy to spot.
+3. **Pay Now button** — A full-width primary action button at the bottom that triggers the payment flow with the invoice details attached.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..386e36004
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,156 @@
+
+
+Here's a single "Up Next" screen covering the meeting title & start time, attendees, and join options:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#2563EB" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header",
+            "meetingTitle",
+            "startTime",
+            "divider1",
+            "attendingLabel",
+            "attendeeAvatars",
+            "attendeeNames",
+            "divider2",
+            "joinDetails",
+            "joinButtons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Next up on your calendar",
+          "subtitle": "Today"
+        },
+        {
+          "id": "meetingTitle",
+          "component": "TextContent",
+          "text": "Q3 Product Roadmap Review",
+          "size": "large-heavy"
+        },
+        {
+          "id": "startTime",
+          "component": "TextContent",
+          "text": "Starts in 25 minutes · 2:30 PM – 3:15 PM",
+          "size": "default"
+        },
+        {
+          "id": "divider1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attendingLabel",
+          "component": "TextContent",
+          "text": "Attending (4)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "attendeeAvatars",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["avatar1", "avatar2", "avatar3", "avatar4"]
+        },
+        {
+          "id": "avatar1",
+          "component": "Avatar",
+          "fallback": "MC",
+          "alt": "Maya Chen"
+        },
+        {
+          "id": "avatar2",
+          "component": "Avatar",
+          "fallback": "DO",
+          "alt": "Daniel Okafor"
+        },
+        {
+          "id": "avatar3",
+          "component": "Avatar",
+          "fallback": "PN",
+          "alt": "Priya Nair"
+        },
+        {
+          "id": "avatar4",
+          "component": "Avatar",
+          "fallback": "SW",
+          "alt": "Sam Whitfield"
+        },
+        {
+          "id": "attendeeNames",
+          "component": "TextContent",
+          "text": "Maya Chen (organizer) · Daniel Okafor · Priya Nair · Sam Whitfield",
+          "size": "small"
+        },
+        {
+          "id": "divider2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "joinDetails",
+          "component": "TextContent",
+          "text": "Zoom Meeting · Meeting ID: 984 2210 1173",
+          "size": "small"
+        },
+        {
+          "id": "joinButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["joinCallBtn", "copyLinkBtn"]
+        },
+        {
+          "id": "joinCallBtn",
+          "component": "Button",
+          "label": "Join call now",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            { "type": "openUrl", "url": "https://zoom.us/j/98422101173" }
+          ]
+        },
+        {
+          "id": "copyLinkBtn",
+          "component": "Button",
+          "label": "Copy invite link",
+          "variant": "secondary",
+          "action": [
+            { "type": "copy", "value": "https://zoom.us/j/98422101173" }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All three items are covered:
+
+1. **Title & start time** — "Q3 Product Roadmap Review" with a countdown and time range at the top.
+2. **Attendees** — avatar row plus a full name list (organizer marked).
+3. **Join the call** — a primary "Join call now" button plus a secondary "Copy invite link" option, with the meeting platform and ID shown for reference.
+
+Want me to swap in your real meeting data or add anything like a dial-in number or agenda preview?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..c91da5d60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,148 @@
+Here's a quick glance at your next meeting:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "separator-1", "attendees-section", "separator-2", "join-section"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "children": ["meeting-title", "meeting-time"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "clear"
+        },
+        {
+          "id": "meeting-title",
+          "component": "Heading",
+          "text": "Q3 Product Strategy Review",
+          "level": "h2"
+        },
+        {
+          "id": "meeting-time",
+          "component": "TextContent",
+          "text": "🕐 Today at 2:30 PM – 3:15 PM (45 min)",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attendees-section",
+          "component": "Card",
+          "children": ["attendees-label", "attendee-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "attendees-label",
+          "component": "TextContent",
+          "text": "**Attendees (4)**",
+          "size": "small"
+        },
+        {
+          "id": "attendee-list",
+          "component": "ListBlock",
+          "items": ["attendee-1", "attendee-2", "attendee-3", "attendee-4"],
+          "variant": "image"
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Lead · Organizer",
+          "image": [{"src": "https://i.pravatar.cc/40?u=sarah", "alt": "Sarah Chen"}]
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Marcus Johnson",
+          "subtitle": "Engineering Manager",
+          "image": [{"src": "https://i.pravatar.cc/40?u=marcus", "alt": "Marcus Johnson"}]
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Priya Patel",
+          "subtitle": "Design Director",
+          "image": [{"src": "https://i.pravatar.cc/40?u=priya", "alt": "Priya Patel"}]
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "Alex Rivera",
+          "subtitle": "Data Analyst",
+          "image": [{"src": "https://i.pravatar.cc/40?u=alex", "alt": "Alex Rivera"}]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "join-section",
+          "component": "Card",
+          "children": ["join-buttons"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "join-buttons",
+          "component": "Buttons",
+          "buttons": ["join-btn", "calendar-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "join-btn",
+          "component": "Button",
+          "label": "📹 Join Call",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "open_url", "url": "https://meet.example.com/q3-strategy"}]
+        },
+        {
+          "id": "calendar-btn",
+          "component": "Button",
+          "label": "View in Calendar",
+          "variant": "secondary",
+          "size": "large",
+          "action": [{"type": "open_url", "url": "https://calendar.example.com/event/q3-strategy"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This gives you a clean, at-a-glance view of your next meeting with:
+
+1. **Title & Time** — "Q3 Product Strategy Review" starting today at 2:30 PM
+2. **Attendees** — All 4 participants listed with avatars and roles
+3. **Join action** — A prominent "Join Call" button plus a secondary option to open it in your calendar
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..538993d60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,121 @@
+Here's a clean "Next Meeting" screen with all the details you need:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "meeting-info", "separator", "attendees-label", "attendee-list", "separator2", "join-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "📅 Next Meeting",
+          "subtitle": "Starting soon"
+        },
+        {
+          "id": "meeting-info",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["meeting-title", "meeting-time"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "meeting-title",
+          "component": "Heading",
+          "text": "Q3 Product Roadmap Review",
+          "level": "h2"
+        },
+        {
+          "id": "meeting-time",
+          "component": "TextContent",
+          "text": "**Today at 2:30 PM – 3:15 PM** (45 min)",
+          "size": "default"
+        },
+        {
+          "id": "separator",
+          "component": "Separator"
+        },
+        {
+          "id": "attendees-label",
+          "component": "TextContent",
+          "text": "**Attendees (4)**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "attendee-list",
+          "component": "ListBlock",
+          "items": ["attendee-1", "attendee-2", "attendee-3", "attendee-4"],
+          "variant": "image"
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Organizer · Product Lead"
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Marcus Johnson",
+          "subtitle": "Engineering Manager"
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Priya Patel",
+          "subtitle": "Design Lead"
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "Alex Rivera",
+          "subtitle": "Data Analyst"
+        },
+        {
+          "id": "separator2",
+          "component": "Separator"
+        },
+        {
+          "id": "join-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["join-button"],
+          "direction": "column",
+          "align": "stretch"
+        },
+        {
+          "id": "join-button",
+          "component": "Button",
+          "label": "🎥 Join Video Call",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three items:
+
+1. **Meeting title & time** — "Q3 Product Roadmap Review" starting today at 2:30 PM
+2. **Attendees** — Four participants listed with their roles
+3. **Join action** — A prominent "Join Video Call" button at the bottom
+
+The layout is compact and scannable, perfect for a quick glance before hopping into your next call.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..00dccf90a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,128 @@
+Here's your next meeting at a glance:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "next-meeting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "next-meeting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "separator-1", "attendees-section", "separator-2", "join-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["meeting-title", "meeting-time"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "meeting-title",
+          "component": "Heading",
+          "text": "Q3 Product Roadmap Review",
+          "level": "h2"
+        },
+        {
+          "id": "meeting-time",
+          "component": "TextContent",
+          "text": "📅 Today at **2:30 PM – 3:15 PM** (45 min)",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "attendees-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["attendees-label", "attendee-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "attendees-label",
+          "component": "TextContent",
+          "text": "**Attendees (4)**",
+          "size": "small"
+        },
+        {
+          "id": "attendee-list",
+          "component": "ListBlock",
+          "variant": "image",
+          "items": ["attendee-1", "attendee-2", "attendee-3", "attendee-4"]
+        },
+        {
+          "id": "attendee-1",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Product Lead · Organizer",
+          "image": [{"src": "", "alt": "Sarah Chen"}]
+        },
+        {
+          "id": "attendee-2",
+          "component": "ListItem",
+          "title": "Marcus Johnson",
+          "subtitle": "Engineering Manager",
+          "image": [{"src": "", "alt": "Marcus Johnson"}]
+        },
+        {
+          "id": "attendee-3",
+          "component": "ListItem",
+          "title": "Priya Patel",
+          "subtitle": "UX Designer",
+          "image": [{"src": "", "alt": "Priya Patel"}]
+        },
+        {
+          "id": "attendee-4",
+          "component": "ListItem",
+          "title": "David Kim",
+          "subtitle": "Data Analyst",
+          "image": [{"src": "", "alt": "David Kim"}]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "join-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["join-button"],
+          "direction": "column",
+          "gap": "s",
+          "align": "stretch"
+        },
+        {
+          "id": "join-button",
+          "component": "Button",
+          "label": "🎥  Join Meeting",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "open_url", "url": "https://meet.example.com/q3-roadmap-review"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..fa670c95b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,91 @@
+
+
+Here's a clean, single-screen signup page for the weekly product newsletter. It includes a one-sentence value proposition and an email subscribe form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["header", "value-sentence", "divider", "signup-form", "footer-note"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "The Product Weekly",
+          "subtitle": "Your weekly edge in product — free, every Friday"
+        },
+        {
+          "id": "value-sentence",
+          "component": "TextContent",
+          "size": "large",
+          "text": "Every week, subscribers get a hand-picked, five-minute digest of the sharpest product launches, tools, and insights — so you always know what's next before anyone else."
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletter-signup",
+          "fields": ["email-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "email-control",
+          "component": "FormControl",
+          "label": "Email address",
+          "hint": "One email per week. No spam, unsubscribe anytime.",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["subscribe-btn"]
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Join 12,000+ product people who read it every Friday."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The screen keeps everything on one card: a clear headline, the one-line promise of what subscribers receive, and a focused form with an email field and Subscribe button. If you'd like, I can add a confirmation state shown after subscribing, or swap the tone/copy to match your brand.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..92ab3fad3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,87 @@
+Here's a clean newsletter signup screen:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "value-prop", "separator", "signup-form"],
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch"
+        },
+        {
+          "id": "header",
+          "component": "Heading",
+          "text": "The Weekly Product Digest",
+          "level": "h2"
+        },
+        {
+          "id": "value-prop",
+          "component": "TextContent",
+          "text": "Every Thursday, get a curated roundup of the most impactful product launches, feature updates, and industry insights — delivered straight to your inbox in under 5 minutes of reading.",
+          "size": "default"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletter-signup-form",
+          "fields": ["email-field"],
+          "buttons": "submit-buttons"
+        },
+        {
+          "id": "email-field",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "email-input",
+          "hint": "We'll never share your email. Unsubscribe anytime."
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "submit-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This gives you a focused, single-screen signup experience with:
+
+1. **Value proposition** — a clear sentence telling subscribers they'll receive a weekly curated roundup of product news in a quick-read format.
+2. **Email capture** — a validated email input with a helpful hint about privacy, plus a prominent "Subscribe" button to complete the action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..8beb1c015
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,81 @@
+Here's a clean signup screen for your weekly product newsletter:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["heading", "value-prop", "separator", "signup-form"],
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch"
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "text": "The Weekly Product Digest",
+          "level": "h2"
+        },
+        {
+          "id": "value-prop",
+          "component": "TextContent",
+          "text": "Get curated product insights, feature breakdowns, and actionable takeaways delivered to your inbox every Thursday morning.",
+          "size": "default"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "signup-form",
+          "component": "Form",
+          "name": "newsletter-signup",
+          "fields": ["email-field"],
+          "buttons": "submit-buttons"
+        },
+        {
+          "id": "email-field",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "email-input",
+          "hint": "We'll never share your email. Unsubscribe anytime."
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "submit-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..17cd39a71
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,77 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "newsletter-signup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "newsletter-signup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "separator", "form"],
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "📬 The Weekly Product Digest",
+          "subtitle": "Get the top product insights, launches, and strategies delivered to your inbox every Thursday — in under 5 minutes of reading."
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "form",
+          "component": "Form",
+          "name": "newsletter-signup-form",
+          "fields": ["email-field"],
+          "buttons": "submit-buttons"
+        },
+        {
+          "id": "email-field",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "email-input",
+          "hint": "We'll never share your email. Unsubscribe anytime."
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [
+            { "type": "required", "message": "Please enter your email address." },
+            { "type": "email", "message": "Please enter a valid email address." }
+          ]
+        },
+        {
+          "id": "submit-buttons",
+          "component": "Buttons",
+          "buttons": ["subscribe-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "subscribe-btn",
+          "component": "Button",
+          "label": "Subscribe",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..5bdb60c36
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r1.txt
@@ -0,0 +1,180 @@
+Here's a delivery tracking screen that covers all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "status-section", "separator-1", "delivery-date-section", "separator-2", "progress-section", "separator-3", "problem-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "📦 Package Tracking",
+          "subtitle": "Order #TRK-2025-48291"
+        },
+        {
+          "id": "status-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["status-tag", "status-text"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "In Transit",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "status-text",
+          "component": "TextContent",
+          "text": "**Current Location:** Memphis, TN Distribution Center\n**Last Scan:** Today at 6:42 AM",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "delivery-date-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["delivery-date-label", "delivery-date-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "delivery-date-label",
+          "component": "TextContent",
+          "text": "Estimated Delivery Date",
+          "size": "small"
+        },
+        {
+          "id": "delivery-date-value",
+          "component": "TextContent",
+          "text": "**Thursday, July 17, 2025**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["progress-title", "steps"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "progress-title",
+          "component": "TextContent",
+          "text": "Delivery Progress",
+          "size": "small-heavy"
+        },
+        {
+          "id": "steps",
+          "component": "Steps",
+          "items": ["step-1", "step-2", "step-3", "step-4"]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Confirmed",
+          "details": "Jul 12, 2025 — 9:15 AM"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "Jul 13, 2025 — 2:30 PM"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "In Transit — Memphis, TN",
+          "details": "Jul 15, 2025 — 6:42 AM"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Pending"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator"
+        },
+        {
+          "id": "problem-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["problem-title", "problem-description", "problem-buttons"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "problem-title",
+          "component": "TextContent",
+          "text": "Having an issue with this delivery?",
+          "size": "small-heavy"
+        },
+        {
+          "id": "problem-description",
+          "component": "TextContent",
+          "text": "If your package is late, damaged, or missing, let us know and we'll help resolve it.",
+          "size": "small"
+        },
+        {
+          "id": "problem-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-report", "btn-contact"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-report",
+          "component": "Button",
+          "label": "Report a Problem",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-contact",
+          "component": "Button",
+          "label": "Contact Support",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Current location** — The "In Transit" tag and status card show the package is at the Memphis, TN Distribution Center with the last scan timestamp.
+
+2. **Estimated delivery date** — Displayed prominently in a highlighted section: **Thursday, July 17, 2025**.
+
+3. **Report a problem** — A dedicated section at the bottom with a "Report a Problem" primary button and a "Contact Support" secondary button, along with a brief description of when to use them.
+
+The step-by-step progress tracker also gives the customer full visibility into the journey so far.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..e972a72da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r2.txt
@@ -0,0 +1,208 @@
+
+
+Here's a single delivery-tracking screen covering all three requirements: a live progress timeline plus a callout showing the package's current location, a prominent estimated-delivery panel, and a "Report a problem" dialog with a full issue form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "steps", "locationCallout", "etaBox", "separator", "reportHeading", "reportText", "reportDialog"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Track your delivery",
+          "subtitle": "Order #4417-88213 • Tracking 1Z849W2F9X"
+        },
+        {
+          "id": "steps",
+          "component": "Steps",
+          "items": ["step1", "step2", "step3", "step4"]
+        },
+        {
+          "id": "step1",
+          "component": "StepsItem",
+          "title": "Order placed",
+          "details": "May 28, 9:14 AM"
+        },
+        {
+          "id": "step2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "May 29, 6:02 PM — Columbus, OH"
+        },
+        {
+          "id": "step3",
+          "component": "StepsItem",
+          "title": "In transit",
+          "details": "Arrived at Springfield, IL distribution center"
+        },
+        {
+          "id": "step4",
+          "component": "StepsItem",
+          "title": "Out for delivery",
+          "details": "Pending"
+        },
+        {
+          "id": "locationCallout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Where your package is right now",
+          "description": "Springfield, IL Distribution Center — last scanned today at 7:42 AM, moving toward your address."
+        },
+        {
+          "id": "etaBox",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["etaLabel", "etaText", "etaAddress"]
+        },
+        {
+          "id": "etaLabel",
+          "component": "Label",
+          "text": "Estimated delivery"
+        },
+        {
+          "id": "etaText",
+          "component": "TextContent",
+          "text": "Thursday, June 12 by 8:00 PM",
+          "size": "large-heavy"
+        },
+        {
+          "id": "etaAddress",
+          "component": "TextContent",
+          "text": "Delivering to: 123 Maple Ave, Springfield, IL 62704",
+          "size": "small"
+        },
+        {
+          "id": "separator",
+          "component": "Separator"
+        },
+        {
+          "id": "reportHeading",
+          "component": "Heading",
+          "text": "Having a problem?",
+          "level": "h3"
+        },
+        {
+          "id": "reportText",
+          "component": "TextContent",
+          "text": "Late, missing, damaged, or wrong item — report it below and we'll respond within 24 hours.",
+          "size": "small"
+        },
+        {
+          "id": "reportDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Report a problem",
+          "title": "Report a delivery problem",
+          "description": "Tell us what went wrong so we can help.",
+          "content": ["problemForm"]
+        },
+        {
+          "id": "problemForm",
+          "component": "Form",
+          "name": "problemReport",
+          "fields": ["issueTypeControl", "detailsControl"],
+          "buttons": "formButtons"
+        },
+        {
+          "id": "issueTypeControl",
+          "component": "FormControl",
+          "label": "What's the problem?",
+          "input": "issueSelect"
+        },
+        {
+          "id": "issueSelect",
+          "component": "Select",
+          "name": "issueType",
+          "placeholder": "Select an issue",
+          "items": ["optLate", "optMissing", "optDamaged", "optWrong", "optOther"]
+        },
+        {
+          "id": "optLate",
+          "component": "SelectItem",
+          "value": "late",
+          "label": "Package is running late"
+        },
+        {
+          "id": "optMissing",
+          "component": "SelectItem",
+          "value": "missing",
+          "label": "Marked delivered but not received"
+        },
+        {
+          "id": "optDamaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package or item damaged"
+        },
+        {
+          "id": "optWrong",
+          "component": "SelectItem",
+          "value": "wrong",
+          "label": "Wrong item received"
+        },
+        {
+          "id": "optOther",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Something else"
+        },
+        {
+          "id": "detailsControl",
+          "component": "FormControl",
+          "label": "Details",
+          "input": "detailsArea",
+          "hint": "Anything that helps us investigate (times, photos, condition)."
+        },
+        {
+          "id": "detailsArea",
+          "component": "TextArea",
+          "name": "details",
+          "placeholder": "Describe the problem…",
+          "rows": 4
+        },
+        {
+          "id": "formButtons",
+          "component": "Buttons",
+          "buttons": ["submitBtn", "cancelBtn"]
+        },
+        {
+          "id": "submitBtn",
+          "component": "Button",
+          "label": "Submit report",
+          "variant": "primary"
+        },
+        {
+          "id": "cancelBtn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+How each requirement is covered:
+
+1. **Current package location** — the step timeline shows the journey, and the info callout explicitly states the current scan location ("Springfield, IL Distribution Center").
+2. **Estimated delivery date** — the recessed panel highlights "Thursday, June 12 by 8:00 PM" along with the delivery address.
+3. **Report a problem** — the "Report a problem" button opens a dialog with a form (issue type dropdown, details textarea, submit/cancel actions).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..09e658d95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r3.txt
@@ -0,0 +1,227 @@
+
+
+Here's a delivery tracking screen that covers all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "delivery-tracking",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "delivery-tracking",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "status-section", "separator-1", "delivery-date-section", "separator-2", "problem-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "📦 Delivery Tracking",
+          "subtitle": "Order #TRK-2025-48721"
+        },
+        {
+          "id": "status-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["status-label", "delivery-steps"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "status-label",
+          "component": "TextContent",
+          "text": "**Current Status:** In Transit — Package is at the regional sorting facility in Chicago, IL.",
+          "size": "default"
+        },
+        {
+          "id": "delivery-steps",
+          "component": "Steps",
+          "items": ["step-1", "step-2", "step-3", "step-4", "step-5"]
+        },
+        {
+          "id": "step-1",
+          "component": "StepsItem",
+          "title": "Order Placed",
+          "details": "June 10, 2025 — 9:14 AM"
+        },
+        {
+          "id": "step-2",
+          "component": "StepsItem",
+          "title": "Shipped",
+          "details": "June 11, 2025 — Warehouse dispatched from Dallas, TX"
+        },
+        {
+          "id": "step-3",
+          "component": "StepsItem",
+          "title": "In Transit",
+          "details": "June 13, 2025 — Arrived at Chicago, IL sorting facility"
+        },
+        {
+          "id": "step-4",
+          "component": "StepsItem",
+          "title": "Out for Delivery",
+          "details": "Pending"
+        },
+        {
+          "id": "step-5",
+          "component": "StepsItem",
+          "title": "Delivered",
+          "details": "Pending"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "delivery-date-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["eta-callout", "eta-detail"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "eta-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Estimated Delivery Date",
+          "description": "Sunday, June 15, 2025 — between 10:00 AM and 2:00 PM"
+        },
+        {
+          "id": "eta-detail",
+          "component": "TextContent",
+          "text": "Carrier: FedEx Ground · Tracking #: 7841 2290 5518",
+          "size": "small"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "problem-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["problem-text", "report-dialog"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "problem-text",
+          "component": "TextContent",
+          "text": "Having an issue with your delivery? Let us know and we'll help resolve it.",
+          "size": "small"
+        },
+        {
+          "id": "report-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "⚠️ Report a Problem",
+          "triggerVariant": "secondary",
+          "title": "Report a Delivery Problem",
+          "description": "Tell us what's going wrong and we'll get back to you within 24 hours.",
+          "content": ["problem-form"]
+        },
+        {
+          "id": "problem-form",
+          "component": "Form",
+          "name": "delivery-problem",
+          "fields": ["issue-type-control", "issue-desc-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "issue-type-control",
+          "component": "FormControl",
+          "label": "Issue Type",
+          "input": "issue-type-select"
+        },
+        {
+          "id": "issue-type-select",
+          "component": "Select",
+          "name": "issue_type",
+          "placeholder": "Select an issue…",
+          "items": ["opt-late", "opt-damaged", "opt-missing", "opt-wrong-item", "opt-other"]
+        },
+        {
+          "id": "opt-late",
+          "component": "SelectItem",
+          "value": "late",
+          "label": "Package is late"
+        },
+        {
+          "id": "opt-damaged",
+          "component": "SelectItem",
+          "value": "damaged",
+          "label": "Package arrived damaged"
+        },
+        {
+          "id": "opt-missing",
+          "component": "SelectItem",
+          "value": "missing",
+          "label": "Package marked delivered but missing"
+        },
+        {
+          "id": "opt-wrong-item",
+          "component": "SelectItem",
+          "value": "wrong_item",
+          "label": "Received wrong item"
+        },
+        {
+          "id": "opt-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "issue-desc-control",
+          "component": "FormControl",
+          "label": "Description",
+          "hint": "Provide as much detail as possible.",
+          "input": "issue-desc-textarea"
+        },
+        {
+          "id": "issue-desc-textarea",
+          "component": "TextArea",
+          "name": "issue_description",
+          "placeholder": "Describe the problem…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all three requirements:
+
+1. **Where the package is right now** — A step-by-step progress tracker shows the package is currently "In Transit" at the Chicago, IL sorting facility, with timestamps for each completed stage.
+
+2. **Estimated delivery date** — A prominent info callout displays the ETA (Sunday, June 15, 2025, between 10 AM–2 PM) along with carrier and tracking number details.
+
+3. **Report a problem** — A "Report a Problem" button opens a dialog containing a form where the customer can select an issue type (late, damaged, missing, wrong item, other) and provide a written description before submitting.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..c0ffb37eb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-order__r4.txt
@@ -0,0 +1,212 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "delivery-status",
+    "catalogId": "thesys.dev:c1-openui",
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "delivery-status",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "screenHeader",
+          "currentLocationCard",
+          "estimatedDeliveryCard",
+          "reportProblemCard"
+        ]
+      },
+      {
+        "id": "screenHeader",
+        "component": "CardHeader",
+        "title": "Track your delivery",
+        "subtitle": "Order 84392"
+      },
+      {
+        "id": "currentLocationCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "currentLocationHeading",
+          "currentLocationText",
+          "lastUpdateText"
+        ]
+      },
+      {
+        "id": "currentLocationHeading",
+        "component": "Heading",
+        "text": "Where your package is right now",
+        "level": "h3"
+      },
+      {
+        "id": "currentLocationText",
+        "component": "TextContent",
+        "text": "**Chicago, IL Distribution Center**"
+      },
+      {
+        "id": "lastUpdateText",
+        "component": "TextContent",
+        "text": "In transit · Last scanned 10:42 AM",
+        "size": "small"
+      },
+      {
+        "id": "estimatedDeliveryCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "estimatedDeliveryHeading",
+          "estimatedDeliveryText",
+          "deliveryWindowText"
+        ]
+      },
+      {
+        "id": "estimatedDeliveryHeading",
+        "component": "Heading",
+        "text": "Estimated delivery date",
+        "level": "h3"
+      },
+      {
+        "id": "estimatedDeliveryText",
+        "component": "TextContent",
+        "text": "**Wednesday, June 17, 2026**"
+      },
+      {
+        "id": "deliveryWindowText",
+        "component": "TextContent",
+        "text": "Arriving by 8:00 PM local time",
+        "size": "small"
+      },
+      {
+        "id": "reportProblemCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "reportProblemHeading",
+          "reportProblemText",
+          "reportDialog"
+        ]
+      },
+      {
+        "id": "reportProblemHeading",
+        "component": "Heading",
+        "text": "Need help?",
+        "level": "h3"
+      },
+      {
+        "id": "reportProblemText",
+        "component": "TextContent",
+        "text": "If the delivery is delayed, missing, or damaged, you can report it now.",
+        "size": "small"
+      },
+      {
+        "id": "reportDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Report a problem",
+        "title": "Report a delivery problem",
+        "description": "Tell us what happened and how we can help.",
+        "content": [
+          "reportForm"
+        ]
+      },
+      {
+        "id": "reportForm",
+        "component": "Form",
+        "name": "deliveryProblemReport",
+        "buttons": "reportFormButtons",
+        "fields": [
+          "problemField",
+          "detailsField"
+        ]
+      },
+      {
+        "id": "problemField",
+        "component": "FormControl",
+        "label": "Problem type",
+        "input": "problemSelect"
+      },
+      {
+        "id": "problemSelect",
+        "component": "Select",
+        "name": "problemType",
+        "placeholder": "Select a problem",
+        "items": [
+          "problemOptionDelayed",
+          "problemOptionMissing",
+          "problemOptionDamaged",
+          "problemOptionWrongAddress"
+        ]
+      },
+      {
+        "id": "problemOptionDelayed",
+        "component": "SelectItem",
+        "value": "delayed",
+        "label": "Delivery is delayed"
+      },
+      {
+        "id": "problemOptionMissing",
+        "component": "SelectItem",
+        "value": "missing",
+        "label": "Package not received"
+      },
+      {
+        "id": "problemOptionDamaged",
+        "component": "SelectItem",
+        "value": "damaged",
+        "label": "Package damaged"
+      },
+      {
+        "id": "problemOptionWrongAddress",
+        "component": "SelectItem",
+        "value": "wrong_address",
+        "label": "Wrong delivery address"
+      },
+      {
+        "id": "detailsField",
+        "component": "FormControl",
+        "label": "Details",
+        "input": "detailsInput",
+        "hint": "Include any delivery instructions or photos if available."
+      },
+      {
+        "id": "detailsInput",
+        "component": "TextArea",
+        "name": "problemDetails",
+        "rows": 4,
+        "placeholder": "What happened?"
+      },
+      {
+        "id": "reportFormButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submitButton"
+        ]
+      },
+      {
+        "id": "submitButton",
+        "component": "Button",
+        "label": "Submit report",
+        "variant": "primary"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..93f21ed17
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r1.txt
@@ -0,0 +1,24 @@
+
+
+Here's the team lunch poll screen:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","sendDataModel":true}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["poll_question","poll_hint","lunch_poll_form"]},
+{"id":"poll_question","component":"Heading","level":"h2","text":"Where should we go for lunch on Friday?"},
+{"id":"poll_hint","component":"TextContent","size":"small","text":"Choose one restaurant below — the option with the most votes wins."},
+{"id":"lunch_poll_form","component":"Form","name":"lunch_poll","fields":["restaurant_options"],"buttons":"poll_buttons"},
+{"id":"restaurant_options","component":"RadioGroup","name":"restaurant","items":["opt_bella_napoli","opt_sakura_sushi","opt_green_fork"]},
+{"id":"opt_bella_napoli","component":"RadioItem","label":"Bella Napoli","description":"Wood-fired pizza and fresh pasta","value":"bella_napoli"},
+{"id":"opt_sakura_sushi","component":"RadioItem","label":"Sakura Sushi","description":"Sushi, ramen, and Japanese small plates","value":"sakura_sushi"},
+{"id":"opt_green_fork","component":"RadioItem","label":"The Green Fork","description":"Seasonal salads and plant-forward bowls","value":"green_fork"},
+{"id":"poll_buttons","component":"Buttons","buttons":["vote_button"]},
+{"id":"vote_button","component":"Button","label":"Cast your vote","variant":"primary"}
+]}}
+</a2ui-json>
+
+The screen shows the Friday lunch question at the top, followed by the three restaurant choices (Bella Napoli, Sakura Sushi, and The Green Fork) as selectable options, with a "Cast your vote" button to submit the selection.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..523339c23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r2.txt
@@ -0,0 +1,91 @@
+Here's a team lunch poll screen for you:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "poll-form"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🍽️ Team Lunch Poll",
+          "subtitle": "Cast your vote below"
+        },
+        {
+          "id": "poll-form",
+          "component": "Form",
+          "name": "lunch-poll",
+          "fields": ["question", "restaurant-select"],
+          "buttons": "submit-btn"
+        },
+        {
+          "id": "question",
+          "component": "TextContent",
+          "text": "**Where should we go for lunch on Friday?**",
+          "size": "large"
+        },
+        {
+          "id": "restaurant-select",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["option-1", "option-2", "option-3"]
+        },
+        {
+          "id": "option-1",
+          "component": "RadioItem",
+          "label": "Bella Italia",
+          "description": "Homemade pasta, wood-fired pizza & tiramisu",
+          "value": "bella-italia"
+        },
+        {
+          "id": "option-2",
+          "component": "RadioItem",
+          "label": "Sakura Sushi",
+          "description": "Fresh sushi platters, ramen & Japanese small plates",
+          "value": "sakura-sushi"
+        },
+        {
+          "id": "option-3",
+          "component": "RadioItem",
+          "label": "The Smokehouse",
+          "description": "Slow-smoked BBQ, burgers & craft beer",
+          "value": "the-smokehouse"
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit My Vote",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This gives you a clean, single-screen poll with:
+
+1. **The question** — prominently displayed in large text: *"Where should we go for lunch on Friday?"*
+2. **Three restaurant options** — each with a name and a short description to help the team decide:
+   - 🇮🇹 **Bella Italia** – Italian
+   - 🇯🇵 **Sakura Sushi** – Japanese
+   - 🇺🇸 **The Smokehouse** – BBQ
+
+Users simply select their preferred restaurant and hit **"Submit My Vote"**.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..509861e07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r3.txt
@@ -0,0 +1,81 @@
+
+
+Here's a single-screen team lunch poll with the question and three voteable restaurant options:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["poll-header", "poll-question", "poll-options", "poll-actions"],
+          "gap": "m"
+        },
+        {
+          "id": "poll-header",
+          "component": "CardHeader",
+          "title": "Team Lunch Poll",
+          "subtitle": "Pick your favorite — one vote per person"
+        },
+        {
+          "id": "poll-question",
+          "component": "TextContent",
+          "text": "Where should we go for lunch on Friday?",
+          "size": "large"
+        },
+        {
+          "id": "poll-options",
+          "component": "RadioGroup",
+          "name": "restaurant",
+          "items": ["opt-luigis", "opt-green-bowl", "opt-sakura"]
+        },
+        {
+          "id": "opt-luigis",
+          "component": "RadioItem",
+          "label": "Luigi's Italian Kitchen",
+          "description": "Pasta, wood-fired pizza & tiramisu",
+          "value": "luigis"
+        },
+        {
+          "id": "opt-green-bowl",
+          "component": "RadioItem",
+          "label": "The Green Bowl",
+          "description": "Fresh salads, grain bowls & smoothies",
+          "value": "green-bowl"
+        },
+        {
+          "id": "opt-sakura",
+          "component": "RadioItem",
+          "label": "Sakura Sushi",
+          "description": "Sushi, ramen & Japanese small plates",
+          "value": "sakura"
+        },
+        {
+          "id": "poll-actions",
+          "component": "Buttons",
+          "buttons": ["vote-button"]
+        },
+        {
+          "id": "vote-button",
+          "component": "Button",
+          "label": "Submit my vote",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The screen shows the Friday lunch question prominently, with three restaurants (Italian, healthy bowls, and sushi) as radio options and a primary button to submit the vote. Let me know if you'd like different restaurant choices, a deadline note, or live vote counts added!
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..ebdcfc170
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-poll__r4.txt
@@ -0,0 +1,81 @@
+
+
+Here's a team lunch poll screen with the question and three restaurant options to vote on:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "team-lunch-poll",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "team-lunch-poll",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["poll-heading", "poll-description", "poll-radio-group", "poll-submit-btn"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "poll-heading",
+          "component": "Heading",
+          "text": "🍽️ Team Lunch Poll",
+          "level": "h2"
+        },
+        {
+          "id": "poll-description",
+          "component": "TextContent",
+          "text": "Where should we go for lunch on Friday?",
+          "size": "large"
+        },
+        {
+          "id": "poll-radio-group",
+          "component": "RadioGroup",
+          "name": "restaurant_choice",
+          "items": ["option-pizza", "option-sushi", "option-burger"]
+        },
+        {
+          "id": "option-pizza",
+          "component": "RadioItem",
+          "label": "Pizza Palace",
+          "description": "Wood-fired pizzas & fresh salads",
+          "value": "pizza_palace"
+        },
+        {
+          "id": "option-sushi",
+          "component": "RadioItem",
+          "label": "Sushi Spot",
+          "description": "Sushi rolls, ramen & poke bowls",
+          "value": "sushi_spot"
+        },
+        {
+          "id": "option-burger",
+          "component": "RadioItem",
+          "label": "Burger Barn",
+          "description": "Gourmet burgers, fries & shakes",
+          "value": "burger_barn"
+        },
+        {
+          "id": "poll-submit-btn",
+          "component": "Button",
+          "label": "Cast My Vote",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This poll screen includes:
+
+1. **The question** — "Where should we go for lunch on Friday?" displayed prominently as large text beneath the heading.
+2. **Three restaurant options** — Pizza Palace, Sushi Spot, and Burger Barn, each with a short description, presented as radio buttons so the user can select one and submit their vote with the "Cast My Vote" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..0da13ccfb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r1.txt
@@ -0,0 +1,137 @@
+Here's a company directory profile page with all three elements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["profile-header", "separator-1", "bio-section", "separator-2", "message-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "profile-header",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["avatar", "name-role-block"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center"
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "fallback": "JM",
+          "alt": "Jordan Mitchell"
+        },
+        {
+          "id": "name-role-block",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["person-name", "person-role"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "person-name",
+          "component": "Heading",
+          "text": "Jordan Mitchell",
+          "level": "h2"
+        },
+        {
+          "id": "person-role",
+          "component": "Badge",
+          "text": "Senior Product Designer",
+          "variant": "secondary"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "bio-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["bio-label", "bio-text"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "bio-label",
+          "component": "Label",
+          "text": "About"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Jordan is a Senior Product Designer with 8 years of experience crafting intuitive digital experiences. They lead the design system initiative and mentor junior designers across the organization. Previously, Jordan worked at a leading design agency where they shipped products used by millions.",
+          "size": "default"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "message-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["message-label", "message-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "message-label",
+          "component": "Label",
+          "text": "Send a Message"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "sendMessage",
+          "fields": ["message-input"],
+          "buttons": "send-button"
+        },
+        {
+          "id": "message-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Write your message to Jordan...",
+          "rows": 4
+        },
+        {
+          "id": "send-button",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This profile page includes:
+
+1. **Name & Role** — Displayed prominently at the top with an avatar (initials fallback), a heading for "Jordan Mitchell," and a badge showing their role as "Senior Product Designer."
+
+2. **Short Bio** — A brief paragraph under the "About" label describing their background and expertise.
+
+3. **Message Form** — A text area with a placeholder prompt and a primary "Send Message" button, wrapped in a Form component so the message can be submitted.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..1ba092f45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r2.txt
@@ -0,0 +1,114 @@
+Here's a company directory profile page with the person's info and a message form:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["profile-header", "bio-text", "separator", "message-form"]
+        },
+        {
+          "id": "profile-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": ["avatar", "name-role"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "fallback": "SM",
+          "alt": "Sarah Mitchell"
+        },
+        {
+          "id": "name-role",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["name-text", "role-text"]
+        },
+        {
+          "id": "name-text",
+          "component": "TextContent",
+          "text": "Sarah Mitchell",
+          "size": "large-heavy"
+        },
+        {
+          "id": "role-text",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Systems Team",
+          "size": "small"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Sarah has been with the company for 4 years, leading design system initiatives and mentoring junior designers. She previously worked at Figma and Spotify, specializing in accessibility-first design patterns. She's passionate about building inclusive products and speaks regularly at design conferences.",
+          "size": "default"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "send-message",
+          "fields": ["message-control"],
+          "buttons": "send-buttons"
+        },
+        {
+          "id": "message-control",
+          "component": "FormControl",
+          "label": "Send a message to Sarah",
+          "input": "message-input",
+          "hint": "Your message will be delivered to her inbox"
+        },
+        {
+          "id": "message-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Hi Sarah, I'd love to chat about...",
+          "rows": 4
+        },
+        {
+          "id": "send-buttons",
+          "component": "Buttons",
+          "buttons": ["send-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This profile page includes:
+
+1. **Name & Role** — Displayed prominently with an avatar, the person's name in a large bold heading, and their role/team beneath it.
+2. **Short Bio** — A paragraph summarizing their background, experience, and interests.
+3. **Message Form** — A text area with a clear label and hint, plus a primary "Send Message" button so anyone can reach out directly.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..115d076f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r3.txt
@@ -0,0 +1,107 @@
+Here's a company directory profile page with the person's name, role, bio, and a message form:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["avatar", "name-heading", "role-text", "sep1", "bio-text", "sep2", "msg-heading", "msg-form"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "fallback": "JM",
+          "alt": "Profile photo of Jordan Mitchell"
+        },
+        {
+          "id": "name-heading",
+          "component": "Heading",
+          "text": "Jordan Mitchell",
+          "level": "h2"
+        },
+        {
+          "id": "role-text",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Systems Team",
+          "size": "small"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "bio-text",
+          "component": "TextContent",
+          "text": "Jordan has been with the company for 6 years, leading the design systems initiative and mentoring junior designers. Previously worked at a leading agency crafting experiences for Fortune 500 clients. Passionate about accessibility, inclusive design, and building tools that empower cross-functional teams.",
+          "size": "default"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "msg-heading",
+          "component": "Heading",
+          "text": "Send a Message",
+          "level": "h3"
+        },
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "send-message",
+          "fields": ["msg-field"],
+          "buttons": "btn-group"
+        },
+        {
+          "id": "msg-field",
+          "component": "FormControl",
+          "label": "Your message",
+          "input": "msg-input",
+          "hint": "Jordan typically responds within 1 business day."
+        },
+        {
+          "id": "msg-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Hi Jordan, I'd love to connect about...",
+          "rows": 4
+        },
+        {
+          "id": "btn-group",
+          "component": "Buttons",
+          "buttons": ["send-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This profile page includes:
+
+1. **Name & Role** — Displayed prominently with an avatar (initials fallback), a heading for the name, and a subtitle showing their title and team.
+2. **Short Bio** — A brief paragraph describing Jordan's background, tenure, and interests.
+3. **Message Form** — A text area with a helpful hint about response time, wrapped in a form with a primary "Send Message" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..5b10fa5ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-profile__r4.txt
@@ -0,0 +1,115 @@
+Here's a company directory profile page with the person's name, role, bio, and a message form:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "directory-profile",
+      "catalogId": "thesys.dev:c1-openui"
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "directory-profile",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["profile-header", "separator1", "bio", "separator2", "msg-heading", "message-form"]
+        },
+        {
+          "id": "profile-header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["avatar", "name-role-col"]
+        },
+        {
+          "id": "avatar",
+          "component": "Avatar",
+          "fallback": "JM",
+          "alt": "Jordan Mitchell"
+        },
+        {
+          "id": "name-role-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "none",
+          "children": ["name", "role"]
+        },
+        {
+          "id": "name",
+          "component": "Heading",
+          "text": "Jordan Mitchell",
+          "level": "h2"
+        },
+        {
+          "id": "role",
+          "component": "TextContent",
+          "text": "Senior Product Designer · Design Systems Team",
+          "size": "small"
+        },
+        {
+          "id": "separator1",
+          "component": "Separator"
+        },
+        {
+          "id": "bio",
+          "component": "TextContent",
+          "text": "Jordan has been with the company for 6 years, leading design system initiatives and mentoring junior designers. Previously at Figma and Shopify, Jordan specializes in accessible, scalable component libraries. Passionate about bridging the gap between design and engineering."
+        },
+        {
+          "id": "separator2",
+          "component": "Separator"
+        },
+        {
+          "id": "msg-heading",
+          "component": "Heading",
+          "text": "Send a Message",
+          "level": "h3"
+        },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "send-message",
+          "fields": ["msg-field"],
+          "buttons": "send-buttons"
+        },
+        {
+          "id": "msg-field",
+          "component": "FormControl",
+          "label": "Your message",
+          "input": "msg-input",
+          "hint": "This will be delivered to Jordan's inbox."
+        },
+        {
+          "id": "msg-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Hi Jordan, I'd love to chat about…",
+          "rows": 4
+        },
+        {
+          "id": "send-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["send-btn"]
+        },
+        {
+          "id": "send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..6003fb2df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,105 @@
+Here's a mid-morning revenue check-in screen for the shop owner:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "separator1", "revenue-section", "separator2", "comparison-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Mid-Morning Check-In",
+          "subtitle": "Tuesday, June 17 · as of 10:45 AM"
+        },
+        {
+          "id": "separator1",
+          "component": "Separator"
+        },
+        {
+          "id": "revenue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "**$1,247.50**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator2",
+          "component": "Separator"
+        },
+        {
+          "id": "comparison-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["comparison-heading", "comparison-table", "comparison-callout"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "comparison-heading",
+          "component": "TextContent",
+          "text": "vs. Same Time Yesterday",
+          "size": "small-heavy"
+        },
+        {
+          "id": "comparison-table",
+          "component": "Table",
+          "columns": ["col-metric", "col-value"]
+        },
+        {
+          "id": "col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["Yesterday (10:45 AM)", "Today (10:45 AM)", "Difference"]
+        },
+        {
+          "id": "col-value",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$1,082.00", "$1,247.50", "+$165.50"]
+        },
+        {
+          "id": "comparison-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Up 15.3% vs. yesterday",
+          "description": "You're tracking ahead of the same time yesterday. Keep it up!"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen gives the shop owner an at-a-glance view of:
+
+1. **Revenue so far today** — prominently displayed as $1,247.50 in a sunk card for emphasis.
+2. **Comparison with the same time yesterday** — a table breaks down yesterday's figure, today's figure, and the dollar difference, followed by a success callout highlighting the +15.3% improvement.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..886ca0f57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,152 @@
+Here's a mid-morning revenue check-in screen for the shop owner:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "shop-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2E7D32"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "shop-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "separator1", "revenue-section", "separator2", "comparison-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Mid-Morning Check-In",
+          "subtitle": "As of 10:30 AM"
+        },
+        {
+          "id": "separator1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "revenue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue So Far Today",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "**$1,247.50**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "comparison-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["comparison-label", "comparison-row", "comparison-bar", "comparison-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "comparison-label",
+          "component": "TextContent",
+          "text": "vs. Yesterday at Same Time",
+          "size": "small"
+        },
+        {
+          "id": "comparison-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "children": ["yesterday-col", "today-col"]
+        },
+        {
+          "id": "yesterday-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["yesterday-label", "yesterday-value"]
+        },
+        {
+          "id": "yesterday-label",
+          "component": "TextContent",
+          "text": "Yesterday 10:30 AM",
+          "size": "small"
+        },
+        {
+          "id": "yesterday-value",
+          "component": "TextContent",
+          "text": "$1,103.00",
+          "size": "default"
+        },
+        {
+          "id": "today-col",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["today-label", "today-value"]
+        },
+        {
+          "id": "today-label",
+          "component": "TextContent",
+          "text": "Today 10:30 AM",
+          "size": "small"
+        },
+        {
+          "id": "today-value",
+          "component": "TextContent",
+          "text": "$1,247.50",
+          "size": "default"
+        },
+        {
+          "id": "comparison-bar",
+          "component": "Progress",
+          "value": 113,
+          "label": "113% of yesterday's pace"
+        },
+        {
+          "id": "comparison-note",
+          "component": "Callout",
+          "variant": "success",
+          "title": "+$144.50 ahead",
+          "description": "You're tracking 13% above yesterday at this time. Keep it up!"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This screen gives the shop owner a quick, at-a-glance view of:
+
+1. **Today's revenue** — displayed prominently as $1,247.50 in a sunken panel for emphasis.
+2. **Comparison with yesterday** — shown side-by-side with yesterday's $1,103.00, a progress bar indicating 113% pace, and a green success callout highlighting the +$144.50 (13%) lead.
+
+The layout is scannable in seconds — perfect for a busy owner checking in between tasks.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..6e5a5430c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,99 @@
+Here's a mid-morning check-in screen for the shop owner:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "revenue-section", "separator", "comparison-section", "progress-section", "callout"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Mid-Morning Check-in",
+          "subtitle": "As of 10:30 AM"
+        },
+        {
+          "id": "revenue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "**$1,247.50**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "comparison-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["comparison-label", "comparison-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "comparison-label",
+          "component": "TextContent",
+          "text": "Same Time Yesterday",
+          "size": "small"
+        },
+        {
+          "id": "comparison-value",
+          "component": "TextContent",
+          "text": "$1,103.00",
+          "size": "default"
+        },
+        {
+          "id": "progress-section",
+          "component": "Progress",
+          "value": 113,
+          "label": "Today vs. Yesterday at 10:30 AM"
+        },
+        {
+          "id": "callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "+$144.50 ahead of yesterday",
+          "description": "You're up 13.1% compared to the same time yesterday. Great pace!"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen gives the shop owner a quick, at-a-glance view:
+
+1. **Revenue so far today** — displayed prominently as **$1,247.50** in a sunken card for emphasis.
+2. **Comparison with yesterday at the same time** — shows yesterday's figure ($1,103.00), a progress bar visualizing today's pace relative to yesterday, and a green success callout highlighting the +13.1% uplift (+$144.50).
+
+The layout is designed to be scannable in just a few seconds during a busy morning.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..2a40bc4db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,74 @@
+Here's a mid-morning revenue check-in screen for the shop owner:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "shop-morning-checkin",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2E7D32"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "shop-morning-checkin",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "revenue-label", "revenue-value", "separator", "yesterday-section", "comparison-callout"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Mid-Morning Check-In",
+          "subtitle": "Tuesday, June 17 · 10:45 AM"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue so far today",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "**$1,247.50**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "yesterday-section",
+          "component": "TextContent",
+          "text": "Same time yesterday: **$1,102.30**",
+          "size": "default"
+        },
+        {
+          "id": "comparison-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "+$145.20 ahead of yesterday",
+          "description": "You're up 13.2% compared to the same time yesterday. Great pace!"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen gives the shop owner an at-a-glance view of:
+
+1. **Revenue so far today** — displayed prominently as **$1,247.50** in a large, bold format.
+2. **Comparison with same time yesterday** — showing yesterday's figure ($1,102.30) and a green success callout highlighting the +$145.20 (13.2%) lead.
+
+The green accent and success callout make it immediately clear that today is tracking ahead of yesterday.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..f5f1ead53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r1.txt
@@ -0,0 +1,127 @@
+Here's a focused single-task view that surfaces the most urgent item, its status, and a clear action to complete it.
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["task-header", "status-row", "deadline-row", "divider", "action-row"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "task-header",
+          "component": "Heading",
+          "text": "Finalize Q3 Budget Report",
+          "level": "h2"
+        },
+        {
+          "id": "status-row",
+          "component": "Card",
+          "children": ["status-label", "status-badge"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "status-label",
+          "component": "TextContent",
+          "text": "**Status:**",
+          "size": "default"
+        },
+        {
+          "id": "status-badge",
+          "component": "Tag",
+          "text": "In Progress",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "deadline-row",
+          "component": "Card",
+          "children": ["deadline-label", "deadline-value"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "deadline-label",
+          "component": "TextContent",
+          "text": "**Deadline:**",
+          "size": "default"
+        },
+        {
+          "id": "deadline-value",
+          "component": "TextContent",
+          "text": "Today, 5:00 PM",
+          "size": "default"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "action-row",
+          "component": "Card",
+          "children": ["done-button"],
+          "direction": "row",
+          "justify": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "done-button",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "updateDataModel",
+              "path": "/task/status",
+              "value": "Done"
+            }
+          ]
+        }
+      ]
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateDataModel": {
+      "surfaceId": "focus-task-view",
+      "path": "/task",
+      "value": {
+        "title": "Finalize Q3 Budget Report",
+        "status": "In Progress",
+        "deadline": "Today, 5:00 PM",
+        "priority": "urgent"
+      }
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This gives you a clean, distraction-free focus screen with:
+
+1. **Task + Deadline** — The heading shows the task name ("Finalize Q3 Budget Report") and the deadline row clearly states "Today, 5:00 PM."
+2. **Current Status** — A color-coded tag badge displays "In Progress" with a warning (amber) variant to signal urgency.
+3. **Mark as Done** — A prominent primary button at the bottom lets you complete the task in one tap.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..77d4584f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r2.txt
@@ -0,0 +1,118 @@
+
+
+Here's a focused single-task view that covers all three requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "sep-1", "task-title", "status-row", "deadline-row", "sep-2", "action-row"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🎯 Focus Mode",
+          "subtitle": "Your most urgent task right now"
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "task-title",
+          "component": "Heading",
+          "text": "Finalize Q3 Budget Report",
+          "level": "h2"
+        },
+        {
+          "id": "status-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["status-label", "status-badge"]
+        },
+        {
+          "id": "status-label",
+          "component": "Label",
+          "text": "Status:"
+        },
+        {
+          "id": "status-badge",
+          "component": "Tag",
+          "text": "In Progress",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "deadline-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["deadline-label", "deadline-text"]
+        },
+        {
+          "id": "deadline-label",
+          "component": "Label",
+          "text": "Deadline:"
+        },
+        {
+          "id": "deadline-text",
+          "component": "TextContent",
+          "text": "**Today, 5:00 PM** — 3 hours remaining",
+          "size": "default"
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "action-row",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["done-btn"]
+        },
+        {
+          "id": "done-btn",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "sendMessage", "text": "Mark task 'Finalize Q3 Budget Report' as done."}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This focus view delivers all three requirements:
+
+1. **Task + Deadline** — The heading shows the task name ("Finalize Q3 Budget Report") and the deadline row clearly states "Today, 5:00 PM" with a time-remaining hint.
+2. **Current Status** — A color-coded tag badge displays "In Progress" in a warning (amber) style, making it instantly scannable.
+3. **Mark as Done** — A prominent primary button at the bottom lets you complete the task with one tap.
+
+The layout is intentionally minimal and distraction-free — one card, one task, one action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..94422a5c2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r3.txt
@@ -0,0 +1,130 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "focus-task-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "focus-task-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["task-header", "status-row", "deadline-row", "divider", "action-area"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "task-header",
+          "component": "CardHeader",
+          "title": "🎯 Focus Task",
+          "subtitle": "Your most urgent item right now"
+        },
+        {
+          "id": "status-row",
+          "component": "Card",
+          "children": ["task-title", "status-badge"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "variant": "sunk"
+        },
+        {
+          "id": "task-title",
+          "component": "Heading",
+          "text": "Finalize Q3 Budget Report",
+          "level": "h3"
+        },
+        {
+          "id": "status-badge",
+          "component": "Tag",
+          "text": "In Progress",
+          "variant": "warning",
+          "size": "md"
+        },
+        {
+          "id": "deadline-row",
+          "component": "Card",
+          "children": ["deadline-label", "deadline-value"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "deadline-label",
+          "component": "TextContent",
+          "text": "⏰ **Deadline:**",
+          "size": "default"
+        },
+        {
+          "id": "deadline-value",
+          "component": "TextContent",
+          "text": "Today, 5:00 PM",
+          "size": "default"
+        },
+        {
+          "id": "divider",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "action-area",
+          "component": "Card",
+          "children": ["done-button"],
+          "direction": "column",
+          "gap": "none",
+          "align": "stretch",
+          "variant": "clear"
+        },
+        {
+          "id": "done-button",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "updateDataModel",
+              "path": "/task/status",
+              "value": "done"
+            }
+          ]
+        }
+      ]
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateDataModel": {
+      "surfaceId": "focus-task-view",
+      "path": "/task",
+      "value": {
+        "title": "Finalize Q3 Budget Report",
+        "status": "In Progress",
+        "deadline": "Today, 5:00 PM"
+      }
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **personal focus view** — a single-screen card that covers all three requirements:
+
+| # | Requirement | How it's covered |
+|---|---|---|
+| 1 | Most urgent task + deadline | Task title ("Finalize Q3 Budget Report") displayed prominently with a deadline row showing "Today, 5:00 PM" |
+| 2 | Current status | A color-coded **"In Progress"** tag (warning/amber variant) sits beside the task title |
+| 3 | Mark it done | A large primary **"✓ Mark as Done"** button at the bottom triggers a data model update to flip the status |
+
+The design is intentionally minimal and distraction-free — one card, one task, one action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..7ed03edc8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-task__r4.txt
@@ -0,0 +1,121 @@
+
+
+Here's a focused single-task screen covering all three items — the urgent task with its deadline, its status, and a primary action to mark it done:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-focus-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-focus-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "align": "stretch",
+          "children": [
+            "header",
+            "taskTitle",
+            "deadlineCallout",
+            "statusCard",
+            "progress",
+            "separator",
+            "doneButton"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Focus",
+          "subtitle": "Your single most urgent task"
+        },
+        {
+          "id": "taskTitle",
+          "component": "Heading",
+          "text": "Ship Q3 launch plan to stakeholders",
+          "level": "h2"
+        },
+        {
+          "id": "deadlineCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Due today · 5:00 PM",
+          "description": "About 3 hours remaining. Everything else can wait until this is out."
+        },
+        {
+          "id": "statusCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": [
+            "statusLabel",
+            "statusTag"
+          ]
+        },
+        {
+          "id": "statusLabel",
+          "component": "TextContent",
+          "text": "**Current status**"
+        },
+        {
+          "id": "statusTag",
+          "component": "Tag",
+          "text": "In Progress",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "progress",
+          "component": "Progress",
+          "value": 0.6,
+          "label": "60% complete — final review remaining"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "decorative": true
+        },
+        {
+          "id": "doneButton",
+          "component": "Button",
+          "label": "✓ Mark as Done",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "task.complete",
+              "taskId": "TSK-2481"
+            }
+          ],
+          "accessibility": {
+            "label": "Mark task as done",
+            "description": "Completes 'Ship Q3 launch plan to stakeholders'"
+          }
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything you asked for is covered:
+
+1. **Most urgent task + deadline** — "Ship Q3 launch plan to stakeholders" with a prominent warning callout showing it's due today at 5:00 PM.
+2. **Current status** — an "In Progress" tag in a recessed status row, plus a progress bar showing 60% completion.
+3. **Mark it done** — a large primary "✓ Mark as Done" button at the bottom that fires a `task.complete` action.
+
+Want me to wire up a secondary "Snooze" option or a notes field for handoff context?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..92e277005
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,101 @@
+Here's a platform status page covering both items:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "platform-status",
+      "catalogId": "thesys.dev:c1-openui"
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "platform-status",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "uptime-section", "separator", "incident-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Platform Status",
+          "subtitle": "API Service Health — June 2025"
+        },
+        {
+          "id": "uptime-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["uptime-label", "uptime-progress", "uptime-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "uptime-label",
+          "component": "Heading",
+          "text": "API Uptime This Month",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.97,
+          "label": "99.97% uptime"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "text": "Target SLA: 99.95% — currently **above target** ✅",
+          "size": "small"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["incident-heading", "incident-callout", "incident-detail"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "INC-2025-0614: Elevated API Latency",
+          "description": "Resolved on June 14, 2025 at 18:42 UTC"
+        },
+        {
+          "id": "incident-detail",
+          "component": "TextContent",
+          "text": "A misconfigured connection pool limit caused p99 latency to spike above 2s for approximately 23 minutes. The fix was deployed via a hotfix to the gateway layer. No data loss occurred.",
+          "size": "small"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This status page includes:
+
+1. **API Uptime** — A progress bar showing **99.97%** uptime for the current month, with a note confirming it's above the 99.95% SLA target.
+
+2. **Most Recent Incident** — A warning callout identifying **INC-2025-0614** (elevated API latency), resolved on **June 14, 2025 at 18:42 UTC**, along with a brief root-cause summary.
+
+You can swap in live data by updating the progress value and incident details as needed.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..fea619df7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,36 @@
+
+
+Here's a single-screen status page for the platform team. Note: the numbers and dates are sample data — tell me the real uptime/incident details (or wire up a data model) and I'll swap them in.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","uptimeCard","incidentCard","servicesTags","footer"]},
+{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"API uptime & incident summary · current month"},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["uptimeLabel","uptimeRow","uptimeProgress","uptimeNote"]},
+{"id":"uptimeLabel","component":"Label","text":"API UPTIME — THIS MONTH"},
+{"id":"uptimeRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["uptimeValue","uptimeTag"]},
+{"id":"uptimeValue","component":"TextContent","size":"large-heavy","text":"99.98%"},
+{"id":"uptimeTag","component":"Tag","text":"SLO 99.9% · met","variant":"success"},
+{"id":"uptimeProgress","component":"Progress","value":99.98,"label":"99.98% of the month fully operational"},
+{"id":"uptimeNote","component":"TextContent","size":"small","text":"≈ 9 minutes of downtime recorded this month, all attributable to the incident below."},
+{"id":"incidentCard","component":"Card","direction":"column","gap":"m","children":["incidentHeaderRow","incidentAlert","incidentMeta"]},
+{"id":"incidentHeaderRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["incidentLabel","incidentBadge"]},
+{"id":"incidentLabel","component":"Label","text":"MOST RECENT INCIDENT"},
+{"id":"incidentBadge","component":"Badge","text":"Resolved","variant":"outline"},
+{"id":"incidentAlert","component":"Alert","variant":"success","title":"Elevated API error rate during database failover","description":"A spike in 5xx responses drove p95 latency above 2s on the public API during a database failover. The primary cluster was restored and connection-pool limits were raised. Resolved on the 12th at 14:37 UTC after 23 minutes."},
+{"id":"incidentMeta","component":"TextContent","size":"small","text":"Follow-ups: connection-pool autoscaling and retry/backoff changes ship this week · Postmortem: INC-2417"},
+{"id":"servicesTags","component":"TagBlock","tags":["Webhooks — operational","Edge cache — operational","Batch jobs — operational"]},
+{"id":"footer","component":"TextContent","size":"small","text":"Checks run every 60s from 6 regions · Board refreshes every 5 minutes · Escalations: #platform-oncall"}
+]}}
+</a2ui-json>
+
+Coverage of your numbered requirements:
+
+1. **Current uptime % for the API this month** — shown as the big 99.98% figure with a progress bar, an SLO status tag, and the downtime total.
+2. **Most recent incident + resolution** — the alert card summarizes the incident and explicitly states it was resolved on the 12th at 14:37 UTC.
+
+Want me to plug in real values, add a historical uptime chart, or make this auto-update from a metrics endpoint?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..96c583fe7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,108 @@
+Here's a platform status page showing the current API uptime and the most recent incident:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Platform Team"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "status-tag", "uptime-section", "separator", "incident-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Platform Status",
+          "subtitle": "API Service Health — June 2025"
+        },
+        {
+          "id": "status-tag",
+          "component": "Tag",
+          "text": "Operational",
+          "variant": "success",
+          "size": "md"
+        },
+        {
+          "id": "uptime-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["uptime-label", "uptime-progress", "uptime-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "uptime-label",
+          "component": "Heading",
+          "text": "API Uptime — This Month",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.97,
+          "label": "99.97%"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "text": "Target SLA: 99.95% · Currently **exceeding** target by 0.02pp.",
+          "size": "small"
+        },
+        {
+          "id": "separator",
+          "component": "Separator"
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["incident-heading", "incident-callout", "incident-details"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Elevated API Latency",
+          "description": "P95 response times exceeded 2s for approximately 18 minutes due to a misconfigured connection pool limit on the us-east-1 cluster."
+        },
+        {
+          "id": "incident-details",
+          "component": "TextContent",
+          "text": "**Resolved:** June 12, 2025 at 14:32 UTC\n**Duration:** 18 minutes\n**Impact:** ~0.03% of requests returned 504 errors\n**Root Cause:** Connection pool limit set to 50 instead of 500 after a config deploy.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This status page covers both requirements:
+
+1. **API Uptime** — Displayed prominently with a progress bar showing **99.97%** for the current month, along with context against the 99.95% SLA target.
+
+2. **Most Recent Incident** — A warning callout summarizing the elevated latency event on June 12, including resolution time, duration, impact scope, and root cause.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..76324ef2e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,97 @@
+Here's a platform status page covering both items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "platform-status",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#10B981",
+        "agentDisplayName": "Platform Team"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "platform-status",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "uptime-section", "separator", "incident-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Platform Status",
+          "subtitle": "API Service Health — June 2025"
+        },
+        {
+          "id": "uptime-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["uptime-label", "uptime-progress", "uptime-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "uptime-label",
+          "component": "Heading",
+          "text": "API Uptime — This Month",
+          "level": "h3"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.97,
+          "label": "99.97% uptime"
+        },
+        {
+          "id": "uptime-note",
+          "component": "TextContent",
+          "text": "Target SLA: 99.95% · Status: **On Track** ✅",
+          "size": "small"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["incident-heading", "incident-alert", "incident-details"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "Most Recent Incident",
+          "level": "h3"
+        },
+        {
+          "id": "incident-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "INC-2025-0614: Elevated API Latency",
+          "description": "Resolved on June 14, 2025 at 18:42 UTC"
+        },
+        {
+          "id": "incident-details",
+          "component": "TextContent",
+          "text": "A misconfigured connection pool limit caused p99 latency to spike above 2s for approximately 23 minutes. The issue was identified via automated alerting and resolved by rolling back the configuration change. A post-mortem is available in the internal wiki.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..78641ff9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r1.txt
@@ -0,0 +1,124 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-blr",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#F59E0B"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-blr",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "current-section", "sep1", "forecast-label", "forecast-table", "sep2", "sun-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Morning Weather Brief",
+          "subtitle": "Bengaluru, Karnataka · Wednesday, 18 June 2025"
+        },
+        {
+          "id": "current-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["current-temp", "current-cond", "current-detail"]
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "text": "24°C",
+          "size": "large-heavy"
+        },
+        {
+          "id": "current-cond",
+          "component": "TextContent",
+          "text": "Partly Cloudy · Feels like 26°C",
+          "size": "default"
+        },
+        {
+          "id": "current-detail",
+          "component": "TextContent",
+          "text": "Humidity 74% · Wind 12 km/h SW · UV Index 6 (High)",
+          "size": "small"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "forecast-label",
+          "component": "TextContent",
+          "text": "**3-DAY OUTLOOK**",
+          "size": "small-heavy"
+        },
+        {
+          "id": "forecast-table",
+          "component": "Table",
+          "columns": ["col-day", "col-high", "col-low", "col-cond"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Thu 19", "Fri 20", "Sat 21"]
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "data": ["31°C", "29°C", "30°C"]
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "data": ["22°C", "21°C", "22°C"]
+        },
+        {
+          "id": "col-cond",
+          "component": "Col",
+          "label": "Conditions",
+          "data": ["⛅ Partly Cloudy", "🌧️ Light Showers", "☀️ Sunny"]
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "sun-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "children": ["sunrise-text", "sunset-text"]
+        },
+        {
+          "id": "sunrise-text",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise**\n6:18 AM"
+        },
+        {
+          "id": "sunset-text",
+          "component": "TextContent",
+          "text": "🌇 **Sunset**\n6:44 PM"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..5582d4e15
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r2.txt
@@ -0,0 +1,168 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-bengaluru",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#F59E0B"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-bengaluru",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "current-section", "sep1", "forecast-section", "sep2", "sun-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Morning Weather Brief",
+          "subtitle": "Bengaluru, Karnataka"
+        },
+        {
+          "id": "current-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["current-heading", "current-temp", "current-desc"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "current-heading",
+          "component": "Heading",
+          "text": "Right Now",
+          "level": "h3"
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "text": "**28°C** — Partly Cloudy",
+          "size": "large-heavy"
+        },
+        {
+          "id": "current-desc",
+          "component": "TextContent",
+          "text": "Feels like 30°C · Humidity 62% · Wind 12 km/h SW · UV Index 6 (High)",
+          "size": "small"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "forecast-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["forecast-heading", "forecast-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "forecast-heading",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "forecast-table",
+          "component": "Table",
+          "columns": ["col-day", "col-condition", "col-high", "col-low", "col-rain"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Tomorrow", "Day After", "Day 3"],
+          "type": "string"
+        },
+        {
+          "id": "col-condition",
+          "component": "Col",
+          "label": "Condition",
+          "data": ["Sunny", "Partly Cloudy", "Light Showers"],
+          "type": "string"
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "data": ["31°C", "30°C", "28°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "data": ["21°C", "20°C", "20°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-rain",
+          "component": "Col",
+          "label": "Rain %",
+          "data": ["10%", "25%", "60%"],
+          "type": "string"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "sun-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["sun-heading", "sun-row"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "sun-heading",
+          "component": "Heading",
+          "text": "Sun Times",
+          "level": "h3"
+        },
+        {
+          "id": "sun-row",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["sunrise-text", "sunset-text"],
+          "direction": "row",
+          "gap": "l",
+          "justify": "around"
+        },
+        {
+          "id": "sunrise-text",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise**\n6:12 AM",
+          "size": "default"
+        },
+        {
+          "id": "sunset-text",
+          "component": "TextContent",
+          "text": "🌇 **Sunset**\6:48 PM",
+          "size": "default"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This brief covers all three items:
+
+1. **Current conditions** — 28°C, partly cloudy, with feels-like temp, humidity, wind, and UV index.
+2. **3-day outlook** — a table showing condition, high/low temps, and rain probability for the next three days.
+3. **Sunrise & sunset** — displayed side by side at the bottom.
+
+Have a great morning in Bengaluru! 🌤️
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..d09e90e14
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r3.txt
@@ -0,0 +1,132 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-bengaluru",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E88E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-bengaluru",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "current-section", "separator-1", "forecast-heading", "forecast-table", "separator-2", "sun-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Morning Weather Brief",
+          "subtitle": "Bengaluru, Karnataka"
+        },
+        {
+          "id": "current-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["current-temp", "current-conditions"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "text": "## 24°C",
+          "size": "large-heavy"
+        },
+        {
+          "id": "current-conditions",
+          "component": "TextContent",
+          "text": "**Partly Cloudy** · Feels like 26°C · Humidity 62% · Wind 8 km/h SW",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "forecast-heading",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "forecast-table",
+          "component": "Table",
+          "columns": ["col-day", "col-high", "col-low", "col-conditions"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Tomorrow (Wed)", "Thursday", "Friday"],
+          "type": "string"
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "data": ["28°C", "27°C", "29°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "data": ["19°C", "18°C", "20°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-conditions",
+          "component": "Col",
+          "label": "Conditions",
+          "data": ["⛅ Partly Cloudy", "🌧️ Light Showers", "☀️ Sunny"],
+          "type": "string"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "sun-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["sun-heading", "sun-times"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "sun-heading",
+          "component": "Heading",
+          "text": "Sunrise & Sunset",
+          "level": "h4"
+        },
+        {
+          "id": "sun-times",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise:** 6:18 AM  ·  🌇 **Sunset:** 6:47 PM",
+          "size": "default"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your morning weather brief for Bengaluru! It covers all three items:
+
+1. **Current conditions** — 24°C and partly cloudy with humidity and wind details.
+2. **3-day outlook** — a table showing highs, lows, and expected conditions through Friday.
+3. **Sunrise & sunset** — today's times at the bottom.
+
+Have a great day out there! 🌤️
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..dc62a657a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b1-weather__r4.txt
@@ -0,0 +1,132 @@
+Here's your morning weather brief for Bengaluru:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "weather-brief-bengaluru",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#F59E0B"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "weather-brief-bengaluru",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "current-section", "separator-1", "forecast-section", "separator-2", "sun-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Morning Weather Brief",
+          "subtitle": "Bengaluru, Karnataka"
+        },
+        {
+          "id": "current-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["current-temp", "current-conditions"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "current-temp",
+          "component": "TextContent",
+          "text": "## 27°C",
+          "size": "large-heavy"
+        },
+        {
+          "id": "current-conditions",
+          "component": "TextContent",
+          "text": "**Partly Cloudy** · Feels like 29°C · Humidity 68% · Wind 12 km/h SW",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "forecast-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["forecast-heading", "forecast-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "forecast-heading",
+          "component": "Heading",
+          "text": "3-Day Outlook",
+          "level": "h3"
+        },
+        {
+          "id": "forecast-table",
+          "component": "Table",
+          "columns": ["col-day", "col-high", "col-low", "col-conditions"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Tomorrow (Wed)", "Thursday", "Friday"],
+          "type": "string"
+        },
+        {
+          "id": "col-high",
+          "component": "Col",
+          "label": "High",
+          "data": ["31°C", "30°C", "29°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-low",
+          "component": "Col",
+          "label": "Low",
+          "data": ["22°C", "21°C", "21°C"],
+          "type": "string"
+        },
+        {
+          "id": "col-conditions",
+          "component": "Col",
+          "label": "Conditions",
+          "data": ["Sunny", "Partly Cloudy", "Light Showers"],
+          "type": "string"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "sun-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["sun-heading", "sun-times"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "sun-heading",
+          "component": "Heading",
+          "text": "Sunrise & Sunset",
+          "level": "h4"
+        },
+        {
+          "id": "sun-times",
+          "component": "TextContent",
+          "text": "🌅 **Sunrise:** 6:12 AM  ·  🌇 **Sunset:** 6:48 PM",
+          "size": "default"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..019b6d0ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r1.txt
@@ -0,0 +1,215 @@
+
+
+Here's your personal budget check screen — one surface that covers all five requirements:
+
+- **Item 1** → sunk summary card with total spent vs. budget, a 67% progress bar, and remaining allowance
+- **Item 2** → donut chart + exact table of spending per category
+- **Item 3** → warning alert highlighting the single largest expense (Rent, $950 — 40% of spend)
+- **Item 4** → month selector at the top to switch review periods
+- **Item 5** → "Add an expense" form (description, amount, category, date) with a submit button
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0F9D58" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "monthControl", "summaryCard", "largestAlert", "categoryCard", "addCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Personal Budget Check",
+          "subtitle": "May 2025 · Budget of $3,500"
+        },
+        {
+          "id": "monthControl",
+          "component": "FormControl",
+          "label": "Viewing month",
+          "input": "monthSelect",
+          "hint": "Switch months to review a different period"
+        },
+        {
+          "id": "monthSelect",
+          "component": "Select",
+          "name": "month",
+          "value": "2025-05",
+          "size": "medium",
+          "items": ["mi_2025_05", "mi_2025_04", "mi_2025_03", "mi_2025_02", "mi_2025_01"]
+        },
+        { "id": "mi_2025_05", "component": "SelectItem", "value": "2025-05", "label": "May 2025" },
+        { "id": "mi_2025_04", "component": "SelectItem", "value": "2025-04", "label": "April 2025" },
+        { "id": "mi_2025_03", "component": "SelectItem", "value": "2025-03", "label": "March 2025" },
+        { "id": "mi_2025_02", "component": "SelectItem", "value": "2025-02", "label": "February 2025" },
+        { "id": "mi_2025_01", "component": "SelectItem", "value": "2025-01", "label": "January 2025" },
+        {
+          "id": "summaryCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["spentText", "progressBar", "remainingText"]
+        },
+        {
+          "id": "spentText",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "**$2,347** spent of $3,500 budget"
+        },
+        {
+          "id": "progressBar",
+          "component": "Progress",
+          "value": 67,
+          "label": "67% of budget used"
+        },
+        {
+          "id": "remainingText",
+          "component": "TextContent",
+          "size": "small",
+          "text": "$1,153 remaining · about $88/day safe to spend for the final 13 days"
+        },
+        {
+          "id": "largestAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Largest expense: Rent — $950",
+          "description": "Paid May 1 · Housing · This single expense accounts for 40% of everything you've spent this month."
+        },
+        {
+          "id": "categoryCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["catHeading", "categoryPie", "categoryTable"]
+        },
+        {
+          "id": "catHeading",
+          "component": "Heading",
+          "text": "Spending by category",
+          "level": "h3"
+        },
+        {
+          "id": "categoryPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Housing", "Groceries", "Dining out", "Transit", "Other", "Entertainment"],
+          "values": [950, 486, 318, 214, 203, 176]
+        },
+        {
+          "id": "categoryTable",
+          "component": "Table",
+          "columns": ["colCategory", "colSpent", "colShare"]
+        },
+        {
+          "id": "colCategory",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Housing", "Groceries", "Dining out", "Transit", "Other", "Entertainment"]
+        },
+        {
+          "id": "colSpent",
+          "component": "Col",
+          "label": "Spent ($)",
+          "type": "number",
+          "data": [950, 486, 318, 214, 203, 176]
+        },
+        {
+          "id": "colShare",
+          "component": "Col",
+          "label": "Share",
+          "type": "string",
+          "data": ["40%", "21%", "14%", "9%", "9%", "7%"]
+        },
+        {
+          "id": "addCard",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["addHeading", "expenseForm"]
+        },
+        {
+          "id": "addHeading",
+          "component": "Heading",
+          "text": "Add an expense",
+          "level": "h3"
+        },
+        {
+          "id": "expenseForm",
+          "component": "Form",
+          "name": "add-expense",
+          "fields": ["fcDesc", "fcAmount", "fcCategory", "fcDate"],
+          "buttons": "formButtons"
+        },
+        { "id": "fcDesc", "component": "FormControl", "label": "Description", "input": "descInput" },
+        { "id": "fcAmount", "component": "FormControl", "label": "Amount", "input": "amountInput", "hint": "In dollars" },
+        { "id": "fcCategory", "component": "FormControl", "label": "Category", "input": "categorySelect" },
+        { "id": "fcDate", "component": "FormControl", "label": "Date", "input": "dateInput" },
+        {
+          "id": "descInput",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "e.g., Groceries at Trader Joe's"
+        },
+        {
+          "id": "amountInput",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Choose a category",
+          "items": ["optHousing", "optGroceries", "optDining", "optTransit", "optEntertainment", "optOther"]
+        },
+        { "id": "optHousing", "component": "SelectItem", "value": "housing", "label": "Housing" },
+        { "id": "optGroceries", "component": "SelectItem", "value": "groceries", "label": "Groceries" },
+        { "id": "optDining", "component": "SelectItem", "value": "dining", "label": "Dining out" },
+        { "id": "optTransit", "component": "SelectItem", "value": "transit", "label": "Transit" },
+        { "id": "optEntertainment", "component": "SelectItem", "value": "entertainment", "label": "Entertainment" },
+        { "id": "optOther", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "dateInput",
+          "component": "DatePicker",
+          "name": "date",
+          "mode": "single"
+        },
+        {
+          "id": "formButtons",
+          "component": "Buttons",
+          "buttons": ["submitBtn"]
+        },
+        {
+          "id": "submitBtn",
+          "component": "Button",
+          "label": "Add expense",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+The screen renders May 2025's data: $2,347 of a $3,500 budget used, with the donut and table giving both the visual split and exact figures per category. Want me to wire the month selector and form to live data, or adjust the numbers/categories to match your actual budget?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..3ea41e021
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r2.txt
@@ -0,0 +1,207 @@
+
+
+Here's a single-screen personal budget check covering all five items: totals vs. budget with a progress indicator, a donut breakdown by category, a highlighted largest expense, a month switcher, and an "Add expense" dialog with a full form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "sendDataModel": true,
+      "theme": { "primaryColor": "#4F46E5" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": ["controlsRow", "summaryCard", "largestCallout", "chartCard", "footerHint"]
+        },
+        {
+          "id": "controlsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "end",
+          "children": ["monthFC", "addBtn"]
+        },
+        {
+          "id": "monthFC",
+          "component": "FormControl",
+          "label": "Viewing month",
+          "input": "selMonth"
+        },
+        {
+          "id": "selMonth",
+          "component": "Select",
+          "name": "month",
+          "value": "2025-10",
+          "items": ["m1", "m2", "m3", "m4", "m5", "m6"],
+          "accessibility": { "label": "Month selector", "description": "Choose a different month to review" }
+        },
+        { "id": "m1", "component": "SelectItem", "value": "2025-05", "label": "May 2025" },
+        { "id": "m2", "component": "SelectItem", "value": "2025-06", "label": "June 2025" },
+        { "id": "m3", "component": "SelectItem", "value": "2025-07", "label": "July 2025" },
+        { "id": "m4", "component": "SelectItem", "value": "2025-08", "label": "August 2025" },
+        { "id": "m5", "component": "SelectItem", "value": "2025-09", "label": "September 2025" },
+        { "id": "m6", "component": "SelectItem", "value": "2025-10", "label": "October 2025" },
+        {
+          "id": "addBtn",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Add expense",
+          "title": "Add an expense",
+          "description": "Log a purchase against this month's budget.",
+          "content": ["expenseForm"],
+          "accessibility": { "label": "Add expense" }
+        },
+        {
+          "id": "expenseForm",
+          "component": "Form",
+          "name": "add-expense",
+          "fields": ["fcDesc", "fcAmount", "fcCategory", "fcDate"],
+          "buttons": "formButtons"
+        },
+        { "id": "fcDesc", "component": "FormControl", "label": "Description", "input": "inDesc" },
+        {
+          "id": "inDesc",
+          "component": "Input",
+          "name": "description",
+          "placeholder": "e.g. Groceries at Green Market",
+          "rules": ["required"]
+        },
+        { "id": "fcAmount", "component": "FormControl", "label": "Amount ($)", "input": "inAmount" },
+        {
+          "id": "inAmount",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00",
+          "rules": ["required"]
+        },
+        { "id": "fcCategory", "component": "FormControl", "label": "Category", "input": "selCat" },
+        {
+          "id": "selCat",
+          "component": "Select",
+          "name": "category",
+          "value": "Groceries",
+          "items": ["c1", "c2", "c3", "c4", "c5", "c6", "c7"]
+        },
+        { "id": "c1", "component": "SelectItem", "value": "Housing", "label": "Housing" },
+        { "id": "c2", "component": "SelectItem", "value": "Groceries", "label": "Groceries" },
+        { "id": "c3", "component": "SelectItem", "value": "Dining out", "label": "Dining out" },
+        { "id": "c4", "component": "SelectItem", "value": "Transport", "label": "Transport" },
+        { "id": "c5", "component": "SelectItem", "value": "Entertainment", "label": "Entertainment" },
+        { "id": "c6", "component": "SelectItem", "value": "Utilities", "label": "Utilities" },
+        { "id": "c7", "component": "SelectItem", "value": "Other", "label": "Other" },
+        { "id": "fcDate", "component": "FormControl", "label": "Date", "input": "expDate" },
+        { "id": "expDate", "component": "DatePicker", "name": "date", "mode": "single" },
+        { "id": "formButtons", "component": "Buttons", "direction": "row", "buttons": ["saveBtn"] },
+        {
+          "id": "saveBtn",
+          "component": "Button",
+          "label": "Save expense",
+          "variant": "primary",
+          "action": [{ "type": "submitForm" }],
+          "accessibility": { "label": "Save expense" }
+        },
+        {
+          "id": "summaryCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["summaryHeader", "spentLine", "budgetProgress", "remainingLine"]
+        },
+        {
+          "id": "summaryHeader",
+          "component": "CardHeader",
+          "title": "October 2025",
+          "subtitle": "Total spent vs. budget"
+        },
+        {
+          "id": "spentLine",
+          "component": "TextContent",
+          "size": "large",
+          "text": "**$1,847** spent of **$2,500** budget"
+        },
+        {
+          "id": "budgetProgress",
+          "component": "Progress",
+          "value": 74,
+          "label": "74% of budget used"
+        },
+        {
+          "id": "remainingLine",
+          "component": "TextContent",
+          "size": "small",
+          "text": "$653 remaining — currently under budget"
+        },
+        {
+          "id": "largestCallout",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Largest expense: Rent — $950",
+          "description": "Housing · Oct 3 · 51% of this month's total spending"
+        },
+        {
+          "id": "chartCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["chartHeader", "donutChart", "catTags"]
+        },
+        {
+          "id": "chartHeader",
+          "component": "CardHeader",
+          "title": "Spending by category",
+          "subtitle": "October 2025 breakdown"
+        },
+        {
+          "id": "donutChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Housing", "Groceries", "Dining out", "Transport", "Entertainment", "Utilities", "Other"],
+          "values": [950, 312, 186, 145, 128, 96, 30]
+        },
+        {
+          "id": "catTags",
+          "component": "TagBlock",
+          "tags": [
+            "Housing $950 · 51%",
+            "Groceries $312 · 17%",
+            "Dining out $186 · 10%",
+            "Transport $145 · 8%",
+            "Entertainment $128 · 7%",
+            "Utilities $96 · 5%",
+            "Other $30 · 2%"
+          ]
+        },
+        {
+          "id": "footerHint",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Switch the month above to review history, or use “Add expense” to log a new purchase."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Coverage of the checklist:
+1. **Total vs. budget** — headline amount, progress bar at 74%, and remaining balance.
+2. **Category split** — donut chart plus tag breakdown for all seven categories.
+3. **Largest expense** — warning alert highlighting Rent at $950 (51% of spend).
+4. **Different month** — month dropdown (May–Oct 2025) above the summary.
+5. **Add expense** — “+ Add expense” opens a dialog with description, amount, category, date, and a save button.
+
+The data is sample data for October 2025 — point the surface at your real expense store and wire the month select and save button to update it.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..16b5233c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r3.txt
@@ -0,0 +1,205 @@
+
+
+Here's a single-screen personal budget check covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0E9F6E" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "summaryCard", "chartCard", "formCard"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Personal Budget Check",
+          "subtitle": "October 2025 · Monthly review"
+        },
+        {
+          "id": "summaryCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["monthControl", "spentText", "budgetProgress", "largestCallout"]
+        },
+        {
+          "id": "chartCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["chartTitle", "categoryChart", "categoryNote"]
+        },
+        {
+          "id": "formCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["formTitle", "expenseForm"]
+        },
+        {
+          "id": "monthControl",
+          "component": "FormControl",
+          "label": "View a different month",
+          "input": "monthSelect",
+          "hint": "Totals, category split and largest expense update to the selected month."
+        },
+        {
+          "id": "monthSelect",
+          "component": "Select",
+          "name": "month",
+          "value": "2025-10",
+          "placeholder": "Choose a month",
+          "items": ["monthOptAug", "monthOptSep", "monthOptOct", "monthOptNov"]
+        },
+        { "id": "monthOptAug", "component": "SelectItem", "value": "2025-08", "label": "August 2025" },
+        { "id": "monthOptSep", "component": "SelectItem", "value": "2025-09", "label": "September 2025" },
+        { "id": "monthOptOct", "component": "SelectItem", "value": "2025-10", "label": "October 2025" },
+        { "id": "monthOptNov", "component": "SelectItem", "value": "2025-11", "label": "November 2025" },
+        {
+          "id": "spentText",
+          "component": "TextContent",
+          "text": "**$2,845.00** spent this month against a **$3,500.00** budget — **$655.00** remaining."
+        },
+        {
+          "id": "budgetProgress",
+          "component": "Progress",
+          "value": 81,
+          "label": "81% of budget used"
+        },
+        {
+          "id": "largestCallout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Largest expense: Rent — $1,200.00",
+          "description": "Housing · Oct 3 · accounts for 42% of your total spending this month."
+        },
+        {
+          "id": "chartTitle",
+          "component": "Heading",
+          "text": "Spending by category",
+          "level": "h3"
+        },
+        {
+          "id": "categoryChart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Housing", "Groceries", "Dining", "Utilities", "Transport", "Entertainment"],
+          "values": [1200, 480, 410, 300, 260, 195]
+        },
+        {
+          "id": "categoryNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Housing $1,200 · Groceries $480 · Dining $410 · Utilities $300 · Transport $260 · Entertainment $195"
+        },
+        {
+          "id": "formTitle",
+          "component": "Heading",
+          "text": "Add an expense",
+          "level": "h3"
+        },
+        {
+          "id": "expenseForm",
+          "component": "Form",
+          "name": "add-expense",
+          "fields": ["descControl", "amountControl", "categoryControl", "dateControl"],
+          "buttons": "formButtons"
+        },
+        {
+          "id": "descControl",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "descInput"
+        },
+        {
+          "id": "descInput",
+          "component": "Input",
+          "name": "description",
+          "type": "text",
+          "placeholder": "e.g. Coffee with Sam"
+        },
+        {
+          "id": "amountControl",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "amountInput"
+        },
+        {
+          "id": "amountInput",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "categoryControl",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "categorySelect"
+        },
+        {
+          "id": "categorySelect",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select a category",
+          "items": ["catHousing", "catGroceries", "catDining", "catUtilities", "catTransport", "catEntertainment"]
+        },
+        { "id": "catHousing", "component": "SelectItem", "value": "housing", "label": "Housing" },
+        { "id": "catGroceries", "component": "SelectItem", "value": "groceries", "label": "Groceries" },
+        { "id": "catDining", "component": "SelectItem", "value": "dining", "label": "Dining" },
+        { "id": "catUtilities", "component": "SelectItem", "value": "utilities", "label": "Utilities" },
+        { "id": "catTransport", "component": "SelectItem", "value": "transport", "label": "Transport" },
+        { "id": "catEntertainment", "component": "SelectItem", "value": "entertainment", "label": "Entertainment" },
+        {
+          "id": "dateControl",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "datePicker"
+        },
+        {
+          "id": "datePicker",
+          "component": "DatePicker",
+          "name": "expenseDate",
+          "mode": "single"
+        },
+        {
+          "id": "formButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submitExpense"]
+        },
+        {
+          "id": "submitExpense",
+          "component": "Button",
+          "label": "Add expense",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+How each requirement is covered:
+
+1. **Total spent vs. budget** — summary card shows $2,845 spent of $3,500, with a progress bar at 81% and the remaining amount.
+2. **Spending split by category** — donut chart with a small-text legend breaking down dollar amounts per category.
+3. **Largest expense highlighted** — warning callout flagging Rent at $1,200 and its share of total spending.
+4. **Different month** — month selector at the top of the summary card (defaults to October 2025).
+5. **Add an expense** — form with description, amount, category, and date fields plus a primary "Add expense" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..177332538
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-budget__r4.txt
@@ -0,0 +1,219 @@
+Here's your personal budget check screen with all five items covered:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "budget-card", "sep1", "cat-heading", "cat-chart", "sep2", "largest-callout", "sep3", "month-control", "sep4", "add-heading", "expense-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "💰 Personal Budget Check",
+          "subtitle": "June 2025 Overview"
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["budget-title", "budget-bar", "budget-detail"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "budget-title",
+          "component": "TextContent",
+          "text": "**Total Spent:** $2,847 of $3,500 budget",
+          "size": "default"
+        },
+        {
+          "id": "budget-bar",
+          "component": "Progress",
+          "value": 81.3,
+          "label": "81% of monthly budget used"
+        },
+        {
+          "id": "budget-detail",
+          "component": "TextContent",
+          "text": "You have **$653 remaining** this month. Daily allowance: ~$21.77 for the next 30 days.",
+          "size": "small"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "cat-heading",
+          "component": "Heading",
+          "text": "Spending by Category",
+          "level": "h3"
+        },
+        {
+          "id": "cat-chart",
+          "component": "PieChart",
+          "labels": ["Housing", "Food & Dining", "Transport", "Entertainment", "Utilities", "Shopping"],
+          "values": [1200, 620, 380, 295, 210, 142],
+          "variant": "donut"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "largest-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "⚠️ Largest Expense: Rent — $1,200",
+          "description": "This single expense accounts for 42% of your total spending this month. It was charged on June 1st."
+        },
+        {
+          "id": "sep3",
+          "component": "Separator"
+        },
+        {
+          "id": "month-control",
+          "component": "FormControl",
+          "label": "View a different month",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select a month…",
+          "value": "june-2025",
+          "items": ["m-jan", "m-feb", "m-mar", "m-apr", "m-may", "m-jun", "m-jul", "m-aug", "m-sep", "m-oct", "m-nov", "m-dec"]
+        },
+        { "id": "m-jan", "component": "SelectItem", "value": "jan-2025", "label": "January 2025" },
+        { "id": "m-feb", "component": "SelectItem", "value": "feb-2025", "label": "February 2025" },
+        { "id": "m-mar", "component": "SelectItem", "value": "mar-2025", "label": "March 2025" },
+        { "id": "m-apr", "component": "SelectItem", "value": "apr-2025", "label": "April 2025" },
+        { "id": "m-may", "component": "SelectItem", "value": "may-2025", "label": "May 2025" },
+        { "id": "m-jun", "component": "SelectItem", "value": "june-2025", "label": "June 2025" },
+        { "id": "m-jul", "component": "SelectItem", "value": "jul-2025", "label": "July 2025" },
+        { "id": "m-aug", "component": "SelectItem", "value": "aug-2025", "label": "August 2025" },
+        { "id": "m-sep", "component": "SelectItem", "value": "sep-2025", "label": "September 2025" },
+        { "id": "m-oct", "component": "SelectItem", "value": "oct-2025", "label": "October 2025" },
+        { "id": "m-nov", "component": "SelectItem", "value": "nov-2025", "label": "November 2025" },
+        { "id": "m-dec", "component": "SelectItem", "value": "dec-2025", "label": "December 2025" },
+        {
+          "id": "sep4",
+          "component": "Separator"
+        },
+        {
+          "id": "add-heading",
+          "component": "Heading",
+          "text": "➕ Add an Expense",
+          "level": "h3"
+        },
+        {
+          "id": "expense-form",
+          "component": "Form",
+          "name": "add-expense",
+          "fields": ["f-name", "f-amount", "f-category", "f-date"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "f-name",
+          "component": "FormControl",
+          "label": "Expense name",
+          "input": "input-name",
+          "hint": "e.g. Grocery run, Netflix subscription"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "expense_name",
+          "placeholder": "What did you spend on?",
+          "type": "text"
+        },
+        {
+          "id": "f-amount",
+          "component": "FormControl",
+          "label": "Amount ($)",
+          "input": "input-amount"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "expense_amount",
+          "placeholder": "0.00",
+          "type": "number"
+        },
+        {
+          "id": "f-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "select-category"
+        },
+        {
+          "id": "select-category",
+          "component": "Select",
+          "name": "expense_category",
+          "placeholder": "Choose a category…",
+          "items": ["c-housing", "c-food", "c-transport", "c-entertainment", "c-utilities", "c-shopping"]
+        },
+        { "id": "c-housing", "component": "SelectItem", "value": "housing", "label": "🏠 Housing" },
+        { "id": "c-food", "component": "SelectItem", "value": "food", "label": "🍽️ Food & Dining" },
+        { "id": "c-transport", "component": "SelectItem", "value": "transport", "label": "🚗 Transportation" },
+        { "id": "c-entertainment", "component": "SelectItem", "value": "entertainment", "label": "🎬 Entertainment" },
+        { "id": "c-utilities", "component": "SelectItem", "value": "utilities", "label": "💡 Utilities" },
+        { "id": "c-shopping", "component": "SelectItem", "value": "shopping", "label": "🛍️ Shopping" },
+        {
+          "id": "f-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "date-picker"
+        },
+        {
+          "id": "date-picker",
+          "component": "DatePicker",
+          "name": "expense_date",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Add Expense",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's what each section covers:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Total spent vs. budget | Progress bar showing **$2,847 / $3,500** (81%) with remaining balance |
+| 2 | Spending by category | Donut chart breaking down 6 categories |
+| 3 | Largest expense highlighted | Warning callout flagging **Rent at $1,200** (42% of spend) |
+| 4 | View a different month | Dropdown selector with all 12 months of 2025 |
+| 5 | Add an expense | Full form with name, amount, category, date picker, and submit button |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..067a6a0e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,170 @@
+
+
+Here's a complete cafe menu screen covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6B4226"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "special-callout", "veg-filter", "menu-tabs", "separator", "hours-card"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☕ The Roasted Bean",
+          "subtitle": "Artisan Coffee & Fresh Bites"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "🌟 Today's Special",
+          "description": "Lavender Honey Latte with a free almond croissant — $6.50 (normally $9.00). Available until 3 PM!"
+        },
+        {
+          "id": "veg-filter",
+          "component": "SwitchGroup",
+          "name": "dietary-filter",
+          "items": ["veg-switch"],
+          "variant": "clear"
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarian-only",
+          "label": "🌱 Show Vegetarian Items Only",
+          "description": "Filter the menu to display only vegetarian options",
+          "defaultChecked": false
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["tab-drinks", "tab-food"]
+        },
+        {
+          "id": "tab-drinks",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "🥤 Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drink-name-col", "drink-price-col", "drink-tag-col"]
+        },
+        {
+          "id": "drink-name-col",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Espresso", "Cappuccino", "Flat White", "Lavender Honey Latte ⭐", "Iced Americano", "Matcha Latte", "Hot Chocolate", "Chai Tea Latte", "Fresh Orange Juice", "Smoothie Bowl Drink"]
+        },
+        {
+          "id": "drink-price-col",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.50", "$4.50", "$4.75", "$6.50", "$4.00", "$5.25", "$4.25", "$5.00", "$4.50", "$6.00"]
+        },
+        {
+          "id": "drink-tag-col",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": ["🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian"]
+        },
+        {
+          "id": "tab-food",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🍽️ Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-name-col", "food-price-col", "food-tag-col"]
+        },
+        {
+          "id": "food-name-col",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Almond Croissant ⭐", "Avocado Toast", "Blueberry Muffin", "Chicken Caesar Wrap", "Margherita Panini", "Banana Bread", "Smoked Salmon Bagel", "Caprese Salad", "Turkey Club Sandwich", "Veggie Buddha Bowl"]
+        },
+        {
+          "id": "food-price-col",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$4.00", "$8.50", "$3.75", "$9.50", "$8.75", "$4.25", "$10.50", "$9.00", "$10.00", "$11.50"]
+        },
+        {
+          "id": "food-tag-col",
+          "component": "Col",
+          "label": "Dietary",
+          "type": "string",
+          "data": ["🌱 Vegetarian", "🌱 Vegetarian", "🌱 Vegetarian", "—", "🌱 Vegetarian", "🌱 Vegetarian", "—", "🌱 Vegetarian", "—", "🌱 Vegetarian"]
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "hours-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["hours-heading", "hours-content"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "hours-heading",
+          "component": "Heading",
+          "text": "🕐 Opening Hours",
+          "level": "h3"
+        },
+        {
+          "id": "hours-content",
+          "component": "TextContent",
+          "text": "**Monday – Friday:** 6:30 AM – 7:00 PM\n**Saturday:** 7:00 AM – 8:00 PM\n**Sunday:** 8:00 AM – 5:00 PM\n\n*Kitchen closes 30 minutes before closing time.*",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen includes all five requested elements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | **Drinks with prices** | Tabbed table listing 10 drinks with prices |
+| 2 | **Food with prices** | Tabbed table listing 10 food items with prices |
+| 3 | **Today's special** | Green callout banner highlighting the Lavender Honey Latte + free croissant deal |
+| 4 | **Vegetarian filter** | A toggle switch ("Show Vegetarian Items Only") plus a dietary column marking 🌱 items |
+| 5 | **Opening hours** | A sunken card at the bottom with weekday/weekend hours |
+
+The ⭐ emoji marks items that are part of today's special, and the "Dietary" column makes it easy to identify vegetarian options at a glance when the filter is toggled.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..ac9f0dc4b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,291 @@
+
+
+Here's a complete cafe menu screen covering all five requirements:
+
+1. **Drinks with prices** — "Full Menu" tab → Drinks table
+2. **Food with prices** — "Full Menu" tab → Food table
+3. **Today's special called out** — dedicated callout banner at the top
+4. **Vegetarian-items-only view** — the "🌱 Vegetarian" tab shows only vegetarian drinks and food
+5. **Opening hours** — table at the bottom of the screen
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu-screen",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#B5651D" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu-screen",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "specialCallout", "menuTabs", "hoursHeading", "hoursTable", "footerNote"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☕ The Roasted Bean",
+          "subtitle": "Coffee · Kitchen · Bakery"
+        },
+        {
+          "id": "specialCallout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "⭐ Today's Special",
+          "description": "Pumpkin Spice Latte + Blueberry Muffin combo for just $6.50 — save $1.75! Dine in or take away, until 3 PM."
+        },
+        {
+          "id": "menuTabs",
+          "component": "Tabs",
+          "items": ["tabAll", "tabVeg"]
+        },
+        {
+          "id": "tabAll",
+          "component": "TabItem",
+          "value": "all",
+          "trigger": "☕ Full Menu",
+          "content": ["drinksHeading", "drinksTable", "foodHeading", "foodTable", "menuLegend"]
+        },
+        {
+          "id": "drinksHeading",
+          "component": "Heading",
+          "text": "Drinks",
+          "level": "h2"
+        },
+        {
+          "id": "drinksTable",
+          "component": "Table",
+          "columns": ["drinkNameCol", "drinkDescCol", "drinkPriceCol"]
+        },
+        {
+          "id": "drinkNameCol",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": [
+            "Espresso 🌱",
+            "Cappuccino 🌱",
+            "Caffè Latte 🌱",
+            "Flat White 🌱",
+            "Mocha 🌱",
+            "Hot Chocolate 🌱",
+            "Matcha Latte 🌱",
+            "Chai Latte 🌱",
+            "Fresh Orange Juice 🌱",
+            "Sipping Bone Broth"
+          ]
+        },
+        {
+          "id": "drinkDescCol",
+          "component": "Col",
+          "label": "Notes",
+          "type": "string",
+          "data": [
+            "Double shot, rich crema",
+            "Classic foam art",
+            "Silky steamed milk",
+            "Strong & velvety",
+            "Belgian chocolate + espresso",
+            "Optional whipped cream",
+            "Stone-ground green tea",
+            "Spiced black tea",
+            "Squeezed daily",
+            "Rosemary & black pepper"
+          ]
+        },
+        {
+          "id": "drinkPriceCol",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.00", "$4.25", "$4.50", "$4.25", "$4.75", "$3.95", "$5.00", "$4.50", "$4.00", "$4.50"]
+        },
+        {
+          "id": "foodHeading",
+          "component": "Heading",
+          "text": "Food",
+          "level": "h2"
+        },
+        {
+          "id": "foodTable",
+          "component": "Table",
+          "columns": ["foodNameCol", "foodDescCol", "foodPriceCol"]
+        },
+        {
+          "id": "foodNameCol",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Butter Croissant 🌱",
+            "Blueberry Muffin 🌱",
+            "Avocado Toast 🌱",
+            "Margherita Panini 🌱",
+            "Caprese Salad 🌱",
+            "Chocolate Brownie 🌱",
+            "Ham & Gruyère Toastie",
+            "Bacon & Egg Roll",
+            "Grilled Chicken Wrap"
+          ]
+        },
+        {
+          "id": "foodDescCol",
+          "component": "Col",
+          "label": "Notes",
+          "type": "string",
+          "data": [
+            "Baked fresh daily",
+            "Streusel topping",
+            "Sourdough, chili flakes, lime",
+            "Mozzarella, tomato, basil",
+            "Buffalo mozzarella, balsamic glaze",
+            "Warm, fudgy center",
+            "Sourdough, dijon butter",
+            "Brioche, tomato relish",
+            "Herb aioli, rocket"
+          ]
+        },
+        {
+          "id": "foodPriceCol",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.50", "$3.75", "$8.50", "$9.00", "$8.75", "$4.25", "$7.50", "$8.00", "$9.50"]
+        },
+        {
+          "id": "menuLegend",
+          "component": "TagBlock",
+          "tags": ["🌱 = Vegetarian", "Prices include tax"]
+        },
+        {
+          "id": "tabVeg",
+          "component": "TabItem",
+          "value": "veg",
+          "trigger": "🌱 Vegetarian",
+          "content": ["vegNote", "vegDrinksHeading", "vegDrinksTable", "vegFoodHeading", "vegFoodTable"]
+        },
+        {
+          "id": "vegNote",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Vegetarian items only",
+          "description": "This view hides every non-vegetarian item from the full menu."
+        },
+        {
+          "id": "vegDrinksHeading",
+          "component": "Heading",
+          "text": "Vegetarian Drinks",
+          "level": "h3"
+        },
+        {
+          "id": "vegDrinksTable",
+          "component": "Table",
+          "columns": ["vegDrinkNameCol", "vegDrinkPriceCol"]
+        },
+        {
+          "id": "vegDrinkNameCol",
+          "component": "Col",
+          "label": "Drink",
+          "type": "string",
+          "data": [
+            "Espresso 🌱",
+            "Cappuccino 🌱",
+            "Caffè Latte 🌱",
+            "Flat White 🌱",
+            "Mocha 🌱",
+            "Hot Chocolate 🌱",
+            "Matcha Latte 🌱",
+            "Chai Latte 🌱",
+            "Fresh Orange Juice 🌱"
+          ]
+        },
+        {
+          "id": "vegDrinkPriceCol",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.00", "$4.25", "$4.50", "$4.25", "$4.75", "$3.95", "$5.00", "$4.50", "$4.00"]
+        },
+        {
+          "id": "vegFoodHeading",
+          "component": "Heading",
+          "text": "Vegetarian Food",
+          "level": "h3"
+        },
+        {
+          "id": "vegFoodTable",
+          "component": "Table",
+          "columns": ["vegFoodNameCol", "vegFoodPriceCol"]
+        },
+        {
+          "id": "vegFoodNameCol",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": [
+            "Butter Croissant 🌱",
+            "Blueberry Muffin 🌱",
+            "Avocado Toast 🌱",
+            "Margherita Panini 🌱",
+            "Caprese Salad 🌱",
+            "Chocolate Brownie 🌱"
+          ]
+        },
+        {
+          "id": "vegFoodPriceCol",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$3.50", "$3.75", "$8.50", "$9.00", "$8.75", "$4.25"]
+        },
+        {
+          "id": "hoursHeading",
+          "component": "Heading",
+          "text": "🕒 Opening Hours",
+          "level": "h2"
+        },
+        {
+          "id": "hoursTable",
+          "component": "Table",
+          "columns": ["dayCol", "hoursCol"]
+        },
+        {
+          "id": "dayCol",
+          "component": "Col",
+          "label": "Day",
+          "type": "string",
+          "data": ["Monday – Friday", "Saturday", "Sunday"]
+        },
+        {
+          "id": "hoursCol",
+          "component": "Col",
+          "label": "Hours",
+          "type": "string",
+          "data": ["6:30 AM – 6:00 PM", "7:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"]
+        },
+        {
+          "id": "footerNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "🥛 Oat, soy & almond milk available (+$0.50) · Free Wi-Fi · Kitchen closes 30 minutes before closing time"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Notes on the design:
+
+- **Special call-out**: The `Callout` banner sits directly under the header so it's the first thing customers see. The combo pricing is consistent with the menu items ($4.50 latte + $3.75 muffin → $6.50, save $1.75).
+- **Vegetarian filter**: The tab switcher gives an instant, no-input way to see vegetarian-only items — the vegetarian tab excludes the Bone Broth, Ham Toastie, Bacon Roll, and Chicken Wrap, and shows a confirmation note. 🌱 badges in the full menu make it easy to spot vegetarian items without switching tabs.
+- **Extensible**: Prices and hours live in simple column data arrays, so updating the menu later is just a data change.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..52438056b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,219 @@
+
+
+Here's a complete cafe menu screen covering all five requirements — drinks & food with prices, a highlighted daily special, a dedicated vegetarian-only tab, and opening hours.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui"
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "special", "legend", "menuTabs", "hoursHeading", "hoursTable"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "☕ The Corner Bean",
+        "subtitle": "Café & Bakery — Fresh daily since 2012"
+      },
+      {
+        "id": "special",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Today's Special: Pumpkin Spice Latte + Blueberry Muffin — $7.50",
+        "description": "Available today only, while supplies last. Ask for it at the counter!"
+      },
+      {
+        "id": "legend",
+        "component": "TextContent",
+        "size": "small",
+        "text": "🌱 marks vegetarian items. Switch to the **Vegetarian Only** tab below to see just those."
+      },
+      {
+        "id": "menuTabs",
+        "component": "Tabs",
+        "items": ["tabAll", "tabVeg"]
+      },
+      {
+        "id": "hoursHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "🕒 Opening Hours"
+      },
+      {
+        "id": "hoursTable",
+        "component": "Table",
+        "columns": ["hoursDayCol", "hoursTimeCol"]
+      },
+      {
+        "id": "tabAll",
+        "component": "TabItem",
+        "value": "all",
+        "trigger": "Full Menu",
+        "content": ["drinksHeading", "drinksTable", "foodHeading", "foodTable"]
+      },
+      {
+        "id": "tabVeg",
+        "component": "TabItem",
+        "value": "veg",
+        "trigger": "🌱 Vegetarian Only",
+        "content": ["vegNote", "vegDrinksHeading", "vegDrinksTable", "vegFoodHeading", "vegFoodTable"]
+      },
+      {
+        "id": "hoursDayCol",
+        "component": "Col",
+        "label": "Day",
+        "data": ["Monday – Friday", "Saturday", "Sunday"]
+      },
+      {
+        "id": "hoursTimeCol",
+        "component": "Col",
+        "label": "Hours",
+        "data": ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"]
+      },
+      {
+        "id": "drinksHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Drinks"
+      },
+      {
+        "id": "drinksTable",
+        "component": "Table",
+        "columns": ["drinkNameCol", "drinkPriceCol"]
+      },
+      {
+        "id": "foodHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Food"
+      },
+      {
+        "id": "foodTable",
+        "component": "Table",
+        "columns": ["foodNameCol", "foodPriceCol"]
+      },
+      {
+        "id": "drinkNameCol",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Espresso",
+          "Cappuccino",
+          "Flat White",
+          "Café Latte",
+          "Iced Americano",
+          "Berry Smoothie 🌱",
+          "Matcha Latte 🌱",
+          "Hot Chocolate 🌱",
+          "Fresh Orange Juice 🌱"
+        ]
+      },
+      {
+        "id": "drinkPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": ["$3.00", "$4.50", "$4.50", "$4.75", "$4.00", "$5.50", "$5.25", "$4.25", "$4.00"]
+      },
+      {
+        "id": "foodNameCol",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Avocado Toast 🌱",
+          "Margherita Panini 🌱",
+          "Chicken Pesto Sandwich",
+          "Bacon & Egg Croissant",
+          "Caprese Salad 🌱",
+          "Greek Yogurt Parfait 🌱",
+          "Blueberry Muffin 🌱"
+        ]
+      },
+      {
+        "id": "foodPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": ["$8.50", "$9.00", "$9.50", "$7.50", "$8.75", "$6.00", "$3.75"]
+      },
+      {
+        "id": "vegNote",
+        "component": "TextCallout",
+        "variant": "success",
+        "title": "Vegetarian Menu",
+        "description": "Everything listed here is vegetarian. 🌱"
+      },
+      {
+        "id": "vegDrinksHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Vegetarian Drinks"
+      },
+      {
+        "id": "vegDrinksTable",
+        "component": "Table",
+        "columns": ["vegDrinkNameCol", "vegDrinkPriceCol"]
+      },
+      {
+        "id": "vegFoodHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Vegetarian Food"
+      },
+      {
+        "id": "vegFoodTable",
+        "component": "Table",
+        "columns": ["vegFoodNameCol", "vegFoodPriceCol"]
+      },
+      {
+        "id": "vegDrinkNameCol",
+        "component": "Col",
+        "label": "Item",
+        "data": ["Berry Smoothie", "Matcha Latte", "Hot Chocolate", "Fresh Orange Juice"]
+      },
+      {
+        "id": "vegDrinkPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": ["$5.50", "$5.25", "$4.25", "$4.00"]
+      },
+      {
+        "id": "vegFoodNameCol",
+        "component": "Col",
+        "label": "Item",
+        "data": ["Avocado Toast", "Margherita Panini", "Caprese Salad", "Greek Yogurt Parfait", "Blueberry Muffin"]
+      },
+      {
+        "id": "vegFoodPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": ["$8.50", "$9.00", "$8.75", "$6.00", "$3.75"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+Everything is covered:
+
+1. **Drinks with prices** — 9 drinks in a priced table under the "Full Menu" tab
+2. **Food with prices** — 7 food items in a priced table on the same tab
+3. **Today's special** — a green callout banner at the top (Pumpkin Spice Latte + Muffin combo, $7.50)
+4. **Vegetarian-only view** — a "🌱 Vegetarian Only" tab that filters both drinks and food, plus 🌱 markers on the full menu
+5. **Opening hours** — a day/hours table at the bottom of the screen
+
+Want me to adjust the items, prices, branding, or add anything like a footer with the address?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..34bbce573
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,195 @@
+
+
+Here's a complete café menu screen with all five requirements covered:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "cafe-menu",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6B4226",
+        "agentDisplayName": "The Daily Grind Café"
+      },
+      "sendDataModel": true
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "cafe-menu",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "special-callout", "veg-filter", "menu-tabs", "separator", "hours-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "Heading",
+          "text": "☕ The Daily Grind Café",
+          "level": "h1"
+        },
+        {
+          "id": "special-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "🌟 Today's Special",
+          "description": "Lavender Honey Latte with a slice of Lemon Drizzle Cake — only $7.50 (save $3.00!)"
+        },
+        {
+          "id": "veg-filter",
+          "component": "SwitchGroup",
+          "name": "dietary-filter",
+          "items": ["veg-switch"],
+          "variant": "card"
+        },
+        {
+          "id": "veg-switch",
+          "component": "SwitchItem",
+          "name": "vegetarian-only",
+          "label": "🌱 Show Vegetarian Items Only",
+          "description": "Filters the menu to display only vegetarian options",
+          "defaultChecked": false
+        },
+        {
+          "id": "menu-tabs",
+          "component": "Tabs",
+          "items": ["drinks-tab", "food-tab"]
+        },
+        {
+          "id": "drinks-tab",
+          "component": "TabItem",
+          "value": "drinks",
+          "trigger": "🥤 Drinks",
+          "content": ["drinks-table"]
+        },
+        {
+          "id": "drinks-table",
+          "component": "Table",
+          "columns": ["drink-name-col", "drink-price-col", "drink-tag-col"]
+        },
+        {
+          "id": "drink-name-col",
+          "component": "Col",
+          "label": "Drink",
+          "data": ["Espresso", "Cappuccino", "Flat White", "Lavender Honey Latte ⭐", "Iced Americano", "Matcha Latte", "Hot Chocolate", "Chai Tea Latte"],
+          "type": "string"
+        },
+        {
+          "id": "drink-price-col",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$3.50", "$4.50", "$4.50", "$5.50", "$4.00", "$5.00", "$4.00", "$4.50"],
+          "type": "string"
+        },
+        {
+          "id": "drink-tag-col",
+          "component": "Col",
+          "label": "Dietary",
+          "data": ["V", "V", "V", "V", "V", "V", "V", "V"],
+          "type": "string"
+        },
+        {
+          "id": "food-tab",
+          "component": "TabItem",
+          "value": "food",
+          "trigger": "🍽️ Food",
+          "content": ["food-table"]
+        },
+        {
+          "id": "food-table",
+          "component": "Table",
+          "columns": ["food-name-col", "food-price-col", "food-tag-col"]
+        },
+        {
+          "id": "food-name-col",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Avocado Toast", "Lemon Drizzle Cake ⭐", "Croissant (Butter)", "Turkey & Swiss Sandwich", "Caprese Panini", "Banana Bread", "Caesar Salad", "Smoked Salmon Bagel"],
+          "type": "string"
+        },
+        {
+          "id": "food-price-col",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$8.50", "$5.00", "$4.00", "$9.50", "$10.00", "$4.50", "$11.00", "$10.50"],
+          "type": "string"
+        },
+        {
+          "id": "food-tag-col",
+          "component": "Col",
+          "label": "Dietary",
+          "data": ["V", "V", "V", "—", "V", "V", "—", "—"],
+          "type": "string"
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "hours-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["hours-title", "hours-content"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "hours-title",
+          "component": "Heading",
+          "text": "🕐 Opening Hours",
+          "level": "h3"
+        },
+        {
+          "id": "hours-content",
+          "component": "Table",
+          "columns": ["day-col", "time-col"]
+        },
+        {
+          "id": "day-col",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Monday – Friday", "Saturday", "Sunday"],
+          "type": "string"
+        },
+        {
+          "id": "time-col",
+          "component": "Col",
+          "label": "Hours",
+          "data": ["6:30 AM – 6:00 PM", "7:00 AM – 5:00 PM", "8:00 AM – 4:00 PM"],
+          "type": "string"
+        }
+      ]
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateDataModel": {
+      "surfaceId": "cafe-menu",
+      "path": "/",
+      "value": {
+        "dietary-filter": {
+          "vegetarian-only": false
+        }
+      }
+    }
+  }
+]
+</a2ui-json>
+
+Here's what's covered:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | **Drinks with prices** | Tabbed table under "🥤 Drinks" with 8 items and prices |
+| 2 | **Food with prices** | Tabbed table under "🍽️ Food" with 8 items and prices |
+| 3 | **Today's special** | Green `Callout` banner at the top highlighting the Lavender Honey Latte + Lemon Drizzle Cake combo deal |
+| 4 | **Vegetarian filter** | A toggle switch ("🌱 Show Vegetarian Items Only") — the Dietary column marks items with "V" so users can identify vegetarian options |
+| 5 | **Opening hours** | A sunken card at the bottom with a table showing hours for weekdays, Saturday, and Sunday |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..7a540f369
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r1.txt
@@ -0,0 +1,268 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "learner-course-home",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "learner-course-home",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "course-header-card",
+          "progress-card",
+          "next-lesson-card",
+          "modules-card",
+          "rating-card"
+        ]
+      },
+      {
+        "id": "course-header-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "align": "stretch",
+        "children": [
+          "course-header",
+          "course-instructor",
+          "course-meta"
+        ]
+      },
+      {
+        "id": "course-header",
+        "component": "CardHeader",
+        "title": "Design Systems Fundamentals",
+        "subtitle": "Learner course home"
+      },
+      {
+        "id": "course-instructor",
+        "component": "TextContent",
+        "text": "Instructor: Dr. Maya Chen, Principal Design Educator"
+      },
+      {
+        "id": "course-meta",
+        "component": "TagBlock",
+        "tags": [
+          "Design Systems",
+          "Intermediate",
+          "Self-paced"
+        ]
+      },
+      {
+        "id": "progress-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "progress-heading",
+          "progress-bar",
+          "progress-copy"
+        ]
+      },
+      {
+        "id": "progress-heading",
+        "component": "Heading",
+        "text": "Overall progress",
+        "level": "h3"
+      },
+      {
+        "id": "progress-bar",
+        "component": "Progress",
+        "value": 52,
+        "label": "Overall completion"
+      },
+      {
+        "id": "progress-copy",
+        "component": "TextContent",
+        "text": "52% complete. You have finished 13 of 25 lessons.",
+        "size": "small"
+      },
+      {
+        "id": "next-lesson-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "next-lesson-header",
+          "next-lesson-alert",
+          "next-lesson-actions"
+        ]
+      },
+      {
+        "id": "next-lesson-header",
+        "component": "CardHeader",
+        "title": "Next lesson",
+        "subtitle": "Continue from where you left off"
+      },
+      {
+        "id": "next-lesson-alert",
+        "component": "Alert",
+        "variant": "info",
+        "title": "Module 3 · Lesson 3.4: Naming and structuring design tokens",
+        "description": "Estimated 12 minutes. You completed Lesson 3.3: Color semantics and usage."
+      },
+      {
+        "id": "next-lesson-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "continue-learning-button",
+          "view-outline-button"
+        ]
+      },
+      {
+        "id": "continue-learning-button",
+        "component": "Button",
+        "label": "Continue learning",
+        "variant": "primary",
+        "action": [
+          {
+            "type": "openLesson",
+            "moduleId": "module-3",
+            "lessonId": "lesson-3-4"
+          }
+        ]
+      },
+      {
+        "id": "view-outline-button",
+        "component": "Button",
+        "label": "View course outline",
+        "variant": "secondary",
+        "action": [
+          {
+            "type": "openOutline"
+          }
+        ]
+      },
+      {
+        "id": "modules-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "modules-header",
+          "modules-table",
+          "modules-note"
+        ]
+      },
+      {
+        "id": "modules-header",
+        "component": "CardHeader",
+        "title": "Modules",
+        "subtitle": "Completion status for each module"
+      },
+      {
+        "id": "modules-table",
+        "component": "Table",
+        "columns": [
+          "module-name-column",
+          "module-status-column",
+          "module-completion-column"
+        ]
+      },
+      {
+        "id": "module-name-column",
+        "component": "Col",
+        "label": "Module",
+        "type": "string",
+        "data": [
+          "1. Foundations and Principles",
+          "2. Core Components",
+          "3. Design Tokens and Theming",
+          "4. Accessibility and Inclusion",
+          "5. Documentation and Handoff"
+        ]
+      },
+      {
+        "id": "module-status-column",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Completed",
+          "Completed",
+          "In progress",
+          "Not started",
+          "Not started"
+        ]
+      },
+      {
+        "id": "module-completion-column",
+        "component": "Col",
+        "label": "Completion",
+        "type": "string",
+        "data": [
+          "100%",
+          "100%",
+          "60%",
+          "0%",
+          "0%"
+        ]
+      },
+      {
+        "id": "modules-note",
+        "component": "TextContent",
+        "text": "Next required module: 3. Design Tokens and Theming.",
+        "size": "small"
+      },
+      {
+        "id": "rating-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "rating-header",
+          "rating-value",
+          "rating-copy"
+        ]
+      },
+      {
+        "id": "rating-header",
+        "component": "Heading",
+        "text": "Average learner rating",
+        "level": "h3"
+      },
+      {
+        "id": "rating-value",
+        "component": "TextContent",
+        "text": "4.7 / 5.0",
+        "size": "large-heavy"
+      },
+      {
+        "id": "rating-copy",
+        "component": "TextContent",
+        "text": "Average across 1,286 learner ratings.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..4d2816a23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r2.txt
@@ -0,0 +1,167 @@
+
+
+Here's a complete course home screen for a learner:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "progress-section", "next-lesson-callout", "modules-section", "rating-section", "action-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header-section",
+          "component": "CardHeader",
+          "title": "Advanced Machine Learning",
+          "subtitle": "Instructor: Dr. Sarah Chen"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["progress-label", "progress-bar"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "progress-label",
+          "component": "TextContent",
+          "text": "**Overall Progress**",
+          "size": "small"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% Complete"
+        },
+        {
+          "id": "next-lesson-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Up Next: Neural Network Architectures",
+          "description": "Module 3, Lesson 2 — Estimated time: 25 minutes. Pick up where you left off!"
+        },
+        {
+          "id": "modules-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["modules-heading", "modules-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "modules-heading",
+          "component": "Heading",
+          "text": "Course Modules",
+          "level": "h3"
+        },
+        {
+          "id": "modules-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["module-1", "module-2", "module-3", "module-4", "module-5"]
+        },
+        {
+          "id": "module-1",
+          "component": "ListItem",
+          "title": "Foundations of ML",
+          "subtitle": "8/8 lessons completed",
+          "actionLabel": "✓ Complete"
+        },
+        {
+          "id": "module-2",
+          "component": "ListItem",
+          "title": "Supervised Learning",
+          "subtitle": "6/6 lessons completed",
+          "actionLabel": "✓ Complete"
+        },
+        {
+          "id": "module-3",
+          "component": "ListItem",
+          "title": "Deep Learning & Neural Networks",
+          "subtitle": "3/7 lessons completed",
+          "actionLabel": "In Progress"
+        },
+        {
+          "id": "module-4",
+          "component": "ListItem",
+          "title": "Unsupervised Learning",
+          "subtitle": "0/5 lessons",
+          "actionLabel": "Locked"
+        },
+        {
+          "id": "module-5",
+          "component": "ListItem",
+          "title": "Deployment & MLOps",
+          "subtitle": "0/6 lessons",
+          "actionLabel": "Locked"
+        },
+        {
+          "id": "rating-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["rating-content"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "rating-content",
+          "component": "TextContent",
+          "text": "⭐ **4.7 / 5.0** average rating from 1,283 learners",
+          "size": "small"
+        },
+        {
+          "id": "action-section",
+          "component": "Buttons",
+          "buttons": ["continue-btn", "syllabus-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "continue-btn",
+          "component": "Button",
+          "label": "▶ Continue Learning",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "syllabus-btn",
+          "component": "Button",
+          "label": "View Full Syllabus",
+          "variant": "secondary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This course home screen covers all six requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Course title & instructor | **CardHeader** with title "Advanced Machine Learning" and subtitle showing Dr. Sarah Chen |
+| 2 | Overall progress | **Progress bar** showing 62% complete inside a sunken card |
+| 3 | Modules with status | **Numbered ListBlock** with 5 modules, each showing lesson counts and status (Complete / In Progress / Locked) |
+| 4 | Next lesson called out | **Info Callout** highlighting "Neural Network Architectures" with estimated time |
+| 5 | Average learner rating | **TextContent** displaying ⭐ 4.7/5.0 from 1,283 learners |
+| 6 | Way to continue | **Primary "Continue Learning" button** prominently placed at the bottom |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..e26ea0e10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r3.txt
@@ -0,0 +1,154 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "progress-section", "next-lesson-callout", "modules-section", "rating-section", "continue-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Advanced Machine Learning Engineering",
+          "subtitle": "Instructor: Dr. Sarah Chen"
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["progress-label", "progress-bar"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "progress-label",
+          "component": "TextContent",
+          "text": "**Overall Progress**",
+          "size": "small"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 62,
+          "label": "62% Complete"
+        },
+        {
+          "id": "next-lesson-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Up Next: Neural Network Optimization",
+          "description": "Module 3, Lesson 4 — Backpropagation Deep Dive (25 min)"
+        },
+        {
+          "id": "modules-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["modules-heading", "modules-list"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "modules-heading",
+          "component": "Heading",
+          "text": "Course Modules",
+          "level": "h3"
+        },
+        {
+          "id": "modules-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["module-1", "module-2", "module-3", "module-4", "module-5"]
+        },
+        {
+          "id": "module-1",
+          "component": "ListItem",
+          "title": "Foundations of Deep Learning",
+          "subtitle": "✅ Completed — 8/8 lessons"
+        },
+        {
+          "id": "module-2",
+          "component": "ListItem",
+          "title": "Convolutional Neural Networks",
+          "subtitle": "✅ Completed — 6/6 lessons"
+        },
+        {
+          "id": "module-3",
+          "component": "ListItem",
+          "title": "Neural Network Optimization",
+          "subtitle": "🔄 In Progress — 3/7 lessons"
+        },
+        {
+          "id": "module-4",
+          "component": "ListItem",
+          "title": "Transformers & Attention",
+          "subtitle": "🔒 Not Started — 0/9 lessons"
+        },
+        {
+          "id": "module-5",
+          "component": "ListItem",
+          "title": "Deployment & MLOps",
+          "subtitle": "🔒 Not Started — 0/5 lessons"
+        },
+        {
+          "id": "rating-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["rating-content"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "rating-content",
+          "component": "TextContent",
+          "text": "⭐ **4.7 / 5.0** average learner rating (1,284 reviews)",
+          "size": "default"
+        },
+        {
+          "id": "continue-section",
+          "component": "Buttons",
+          "buttons": ["continue-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "continue-btn",
+          "component": "Button",
+          "label": "▶ Continue Learning",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "navigate", "destination": "module-3-lesson-4"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Course Home** screen covering all six requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Course title & instructor | `CardHeader` with title + subtitle |
+| 2 | Overall progress % | `Progress` bar at 62% |
+| 3 | Modules with completion status | `ListBlock` with 5 numbered `ListItem`s showing ✅/🔄/🔒 |
+| 4 | Next lesson called out | `Callout` (info variant) highlighting the exact next lesson |
+| 5 | Average learner rating | `TextContent` showing 4.7/5.0 with review count |
+| 6 | Continue learning CTA | Primary `Button` — "Continue Learning" |
+
+The layout flows top-to-bottom: header → progress → next lesson callout → module list → rating → action button, giving the learner a clear picture of where they are and what to do next.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..1cf71eeed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-course__r4.txt
@@ -0,0 +1,164 @@
+
+
+Here's a complete course home screen that covers all six requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "course-home",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "course-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerCard", "nextCard", "modulesCard", "ratingCard"]
+        },
+        {
+          "id": "headerCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "progress"]
+        },
+        {
+          "id": "nextCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "m",
+          "children": ["upNext", "continueButtons"]
+        },
+        {
+          "id": "modulesCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["modulesHeader", "modulesTable"]
+        },
+        {
+          "id": "ratingCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["ratingValue", "ratingCaption"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Mobile App Design Fundamentals",
+          "subtitle": "Instructor: Maya Chen · Senior Product Designer, Northwind Labs"
+        },
+        {
+          "id": "progress",
+          "component": "Progress",
+          "value": 70,
+          "label": "Overall progress — 70% (14 of 20 lessons complete)"
+        },
+        {
+          "id": "upNext",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Up next · Lesson 3.4: Prototyping Interactive Flows",
+          "description": "Module 3 — Visual & Interaction Design · ~14 min · Includes a hands-on exercise"
+        },
+        {
+          "id": "continueButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["continueBtn"]
+        },
+        {
+          "id": "continueBtn",
+          "component": "Button",
+          "label": "Continue learning →",
+          "variant": "primary",
+          "size": "large",
+          "action": [
+            {
+              "type": "navigation",
+              "navigateTo": "lesson",
+              "lessonId": "m3-l4",
+              "label": "Lesson 3.4: Prototyping Interactive Flows"
+            }
+          ]
+        },
+        {
+          "id": "modulesHeader",
+          "component": "CardHeader",
+          "title": "Course modules",
+          "subtitle": "4 modules · 20 lessons total"
+        },
+        {
+          "id": "modulesTable",
+          "component": "Table",
+          "columns": ["colModule", "colDone", "colStatus"]
+        },
+        {
+          "id": "colModule",
+          "component": "Col",
+          "label": "Module",
+          "type": "string",
+          "data": [
+            "1 · Foundations of Mobile UX",
+            "2 · Wireframing & Layout",
+            "3 · Visual & Interaction Design",
+            "4 · Usability Testing & Handoff"
+          ]
+        },
+        {
+          "id": "colDone",
+          "component": "Col",
+          "label": "Completed",
+          "type": "string",
+          "data": ["5 of 5 lessons", "6 of 6 lessons", "3 of 5 lessons", "0 of 4 lessons"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["✓ Complete", "✓ Complete", "In progress — Lesson 3.4 next", "Not started"]
+        },
+        {
+          "id": "ratingValue",
+          "component": "TextContent",
+          "size": "large-heavy",
+          "text": "★★★★★ 4.7"
+        },
+        {
+          "id": "ratingCaption",
+          "component": "TextContent",
+          "text": "Average learner rating · 1,284 reviews"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything requested is covered:
+
+1. **Title & instructor** — the header card up top ("Mobile App Design Fundamentals" · Maya Chen)
+2. **Overall progress** — progress bar showing 70% (14/20 lessons)
+3. **Module completion** — a table listing all 4 modules with lessons completed and per-module status
+4. **Next lesson called out** — the highlighted "Up next" callout for Lesson 3.4
+5. **Average rating** — 4.7 ★ across 1,284 reviews in the bottom card
+6. **Continue learning** — the large primary button that resumes at Lesson 3.4
+
+Want me to adjust the tone (e.g., more playful vs. professional), add quiz/assignment status, or swap the module table for an accordion layout?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..bd1846688
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r1.txt
@@ -0,0 +1,338 @@
+
+
+Here's a complete conference landing screen for **Aurora Summit 2026**, covering all six items: event details header, agenda table with times, speaker list with one-line bios, three ticket tier cards with pricing, a registration form (name + email), and a prominent days-remaining countdown.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "createSurface": {
+        "surfaceId": "aurora-summit-2026-landing",
+        "catalogId": "thesys.dev:c1-openui",
+        "theme": {
+          "primaryColor": "#4F46E5",
+          "agentDisplayName": "Aurora Conf"
+        }
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "updateComponents": {
+        "surfaceId": "aurora-summit-2026-landing",
+        "components": [
+          {
+            "id": "root",
+            "component": "Card",
+            "direction": "column",
+            "gap": "l",
+            "align": "stretch",
+            "children": ["header", "tagsBlock", "countdownCard", "agendaHead", "agendaTable", "speakersHead", "speakersList", "ticketsHead", "ticketsRow", "sepReg", "regHead", "regForm"]
+          },
+          {
+            "id": "header",
+            "component": "CardHeader",
+            "title": "Aurora Summit 2026",
+            "subtitle": "Saturday, April 18, 2026 · Moscone Center West, San Francisco, CA"
+          },
+          {
+            "id": "tagsBlock",
+            "component": "TagBlock",
+            "tags": ["In-person", "8-hour program", "Workshops & live demos"]
+          },
+          {
+            "id": "countdownCard",
+            "component": "Card",
+            "variant": "sunk",
+            "direction": "column",
+            "gap": "xs",
+            "align": "center",
+            "children": ["countBig", "countSub"]
+          },
+          {
+            "id": "countBig",
+            "component": "TextContent",
+            "text": "59 days remaining until the event",
+            "size": "large-heavy"
+          },
+          {
+            "id": "countSub",
+            "component": "TextContent",
+            "text": "Doors open Saturday, April 18, 2026 at 8:30 AM · registration closes April 10",
+            "size": "small"
+          },
+          {
+            "id": "agendaHead",
+            "component": "Heading",
+            "text": "Agenda — Saturday, April 18",
+            "level": "h2"
+          },
+          {
+            "id": "agendaTable",
+            "component": "Table",
+            "columns": ["colTime", "colSession", "colHost"]
+          },
+          {
+            "id": "colTime",
+            "component": "Col",
+            "label": "Time",
+            "data": ["8:30 AM", "9:00 AM", "10:30 AM", "11:00 AM", "12:30 PM", "2:00 PM", "4:30 PM", "5:30 PM"]
+          },
+          {
+            "id": "colSession",
+            "component": "Col",
+            "label": "Session",
+            "data": [
+              "Doors open — coffee, badge pickup & expo hall",
+              "Opening keynote: The era of agentic infrastructure",
+              "Panel: Scaling evals past launch day",
+              "Workshop: Ship a fine-tune in 40 minutes",
+              "Lunch + expo hall",
+              "Building with edge inference in production",
+              "Closing keynote: Small models, big frontier",
+              "Networking reception on the terrace"
+            ]
+          },
+          {
+            "id": "colHost",
+            "component": "Col",
+            "label": "Host",
+            "data": ["—", "Dr. Maya Chen", "Priya Raman + panelists", "Jordan Alvarez", "—", "Sam Okafor", "Elena Kovács", "All speakers"]
+          },
+          {
+            "id": "speakersHead",
+            "component": "Heading",
+            "text": "Speakers",
+            "level": "h2"
+          },
+          {
+            "id": "speakersList",
+            "component": "ListBlock",
+            "variant": "number",
+            "items": ["sp1", "sp2", "sp3", "sp4", "sp5"]
+          },
+          {
+            "id": "sp1",
+            "component": "ListItem",
+            "title": "Dr. Maya Chen — Nimbus Labs",
+            "subtitle": "Leads infrastructure at Nimbus and coined the 'eval-first' release playbook."
+          },
+          {
+            "id": "sp2",
+            "component": "ListItem",
+            "title": "Jordan Alvarez — Brightloop",
+            "subtitle": "Scaled Brightloop's agent platform from 3 to 30 million monthly runs."
+          },
+          {
+            "id": "sp3",
+            "component": "ListItem",
+            "title": "Priya Raman — Vector & Co",
+            "subtitle": "Runs retrieval research at Vector & Co and authored 'Grounded'."
+          },
+          {
+            "id": "sp4",
+            "component": "ListItem",
+            "title": "Sam Okafor — Lumen Cloud",
+            "subtitle": "Principal engineer shipping edge inference in production at Lumen Cloud."
+          },
+          {
+            "id": "sp5",
+            "component": "ListItem",
+            "title": "Elena Kovács — Aurora Institute",
+            "subtitle": "Studies small-model frontiers and advises three open-source research labs."
+          },
+          {
+            "id": "ticketsHead",
+            "component": "Heading",
+            "text": "Tickets",
+            "level": "h2"
+          },
+          {
+            "id": "ticketsRow",
+            "component": "Card",
+            "variant": "clear",
+            "direction": "row",
+            "gap": "m",
+            "align": "stretch",
+            "children": ["tCommunity", "tPro", "tTeam"]
+          },
+          {
+            "id": "tCommunity",
+            "component": "Card",
+            "direction": "column",
+            "gap": "s",
+            "align": "stretch",
+            "children": ["tcHead", "tcPrice", "tcFeat", "t1Btn"]
+          },
+          {
+            "id": "tcHead",
+            "component": "Heading",
+            "text": "Community",
+            "level": "h3"
+          },
+          {
+            "id": "tcPrice",
+            "component": "TextContent",
+            "text": "$49",
+            "size": "large-heavy"
+          },
+          {
+            "id": "tcFeat",
+            "component": "TextContent",
+            "text": "- Live stream of all sessions\n- Digital event workbook\n- Community Discord access"
+          },
+          {
+            "id": "t1Btn",
+            "component": "Button",
+            "label": "Choose Community",
+            "variant": "secondary",
+            "action": [{"event": "ticketSelected", "tier": "community", "price": 49}]
+          },
+          {
+            "id": "tPro",
+            "component": "Card",
+            "direction": "column",
+            "gap": "s",
+            "align": "stretch",
+            "children": ["tpHead", "tpBadge", "tpPrice", "tpFeat", "t2Btn"]
+          },
+          {
+            "id": "tpHead",
+            "component": "Heading",
+            "text": "Pro",
+            "level": "h3"
+          },
+          {
+            "id": "tpBadge",
+            "component": "Tag",
+            "text": "Most popular",
+            "variant": "info",
+            "size": "sm"
+          },
+          {
+            "id": "tpPrice",
+            "component": "TextContent",
+            "text": "$149",
+            "size": "large-heavy"
+          },
+          {
+            "id": "tpFeat",
+            "component": "TextContent",
+            "text": "- Everything in Community\n- In-person seat + workshops\n- Lunch & networking reception\n- Session recordings for 12 months"
+          },
+          {
+            "id": "t2Btn",
+            "component": "Button",
+            "label": "Choose Pro",
+            "variant": "primary",
+            "action": [{"event": "ticketSelected", "tier": "pro", "price": 149}]
+          },
+          {
+            "id": "tTeam",
+            "component": "Card",
+            "direction": "column",
+            "gap": "s",
+            "align": "stretch",
+            "children": ["ttHead", "ttPrice", "ttFeat", "t3Btn"]
+          },
+          {
+            "id": "ttHead",
+            "component": "Heading",
+            "text": "Team (5 passes)",
+            "level": "h3"
+          },
+          {
+            "id": "ttPrice",
+            "component": "TextContent",
+            "text": "$599",
+            "size": "large-heavy"
+          },
+          {
+            "id": "ttFeat",
+            "component": "TextContent",
+            "text": "- 5 Pro passes (save 20%)\n- Reserved front-row seating\n- Hosted meet-and-greet with speakers\n- Invoice & procurement support"
+          },
+          {
+            "id": "t3Btn",
+            "component": "Button",
+            "label": "Choose Team",
+            "variant": "secondary",
+            "action": [{"event": "ticketSelected", "tier": "team", "price": 599}]
+          },
+          {
+            "id": "sepReg",
+            "component": "Separator",
+            "decorative": true
+          },
+          {
+            "id": "regHead",
+            "component": "Heading",
+            "text": "Register for Aurora Summit 2026",
+            "level": "h2"
+          },
+          {
+            "id": "regForm",
+            "component": "Form",
+            "name": "Registration",
+            "fields": ["fcName", "fcEmail"],
+            "buttons": "formBtns"
+          },
+          {
+            "id": "fcName",
+            "component": "FormControl",
+            "label": "Full name",
+            "input": "inName",
+            "hint": "Exactly as it should appear on your badge"
+          },
+          {
+            "id": "fcEmail",
+            "component": "FormControl",
+            "label": "Email address",
+            "input": "inEmail",
+            "hint": "We'll email your confirmation and QR pass here"
+          },
+          {
+            "id": "inName",
+            "component": "Input",
+            "name": "name",
+            "type": "text",
+            "placeholder": "Ada Lovelace"
+          },
+          {
+            "id": "inEmail",
+            "component": "Input",
+            "name": "email",
+            "type": "email",
+            "placeholder": "ada@example.com"
+          },
+          {
+            "id": "formBtns",
+            "component": "Buttons",
+            "direction": "row",
+            "buttons": ["btnRegister"]
+          },
+          {
+            "id": "btnRegister",
+            "component": "Button",
+            "label": "Get my pass",
+            "variant": "primary",
+            "size": "large",
+            "action": [{"event": "submitRegistration", "form": "Registration"}]
+          }
+        ]
+      }
+    }
+  }
+]
+</a2ui-json>
+
+Everything requested is on the single surface:
+
+1. **Event / date / venue** — header card: *Aurora Summit 2026*, April 18, 2026, Moscone Center West, San Francisco
+2. **Agenda with times** — 8-row schedule table from 8:30 AM doors to 5:30 PM reception
+3. **Speakers** — 5 speakers, each with a one-line bio
+4. **Ticket tiers** — Community $49, Pro $149 (highlighted), Team $599, each with a select button
+5. **Registration** — form capturing name + email with a "Get my pass" submit button
+6. **Days remaining** — sunk countdown banner showing **59 days remaining** (static figure; swap in a live computation if the surface is server-updated)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..9899ee111
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r2.txt
@@ -0,0 +1,251 @@
+Here's a complete conference landing screen covering all six items:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "conference-landing",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "TechForward 2025"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "conference-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["event-header", "countdown-callout", "agenda-section", "speakers-section", "tickets-section", "registration-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "event-header",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["event-title", "event-details"],
+          "direction": "column",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "event-title",
+          "component": "Heading",
+          "text": "🚀 TechForward 2025",
+          "level": "h1"
+        },
+        {
+          "id": "event-details",
+          "component": "TextContent",
+          "text": "**Date:** August 15–16, 2025  \n**Venue:** The Grand Convention Center, San Francisco, CA",
+          "size": "large"
+        },
+        {
+          "id": "countdown-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "⏳ 26 Days Remaining",
+          "description": "The event starts on August 15, 2025. Secure your spot before tickets sell out!"
+        },
+        {
+          "id": "agenda-section",
+          "component": "Card",
+          "children": ["agenda-header", "agenda-table"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "agenda-header",
+          "component": "CardHeader",
+          "title": "📋 Agenda — Day 1 (Aug 15)",
+          "subtitle": "All times in Pacific Time (PT)"
+        },
+        {
+          "id": "agenda-table",
+          "component": "Table",
+          "columns": ["col-time", "col-session", "col-speaker-name"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM", "5:30 PM"],
+          "type": "string"
+        },
+        {
+          "id": "col-session",
+          "component": "Col",
+          "label": "Session",
+          "data": ["Registration & Coffee", "Keynote: The Future of AI", "Panel: Scaling Startups", "Lunch Break", "Workshop: Building with LLMs", "Fireside Chat: Ethics in Tech", "Networking Reception"],
+          "type": "string"
+        },
+        {
+          "id": "col-speaker-name",
+          "component": "Col",
+          "label": "Speaker",
+          "data": ["—", "Dr. Sarah Chen", "Multiple Panelists", "—", "Marcus Rivera", "Aisha Patel", "—"],
+          "type": "string"
+        },
+        {
+          "id": "speakers-section",
+          "component": "Card",
+          "children": ["speakers-header", "speakers-list"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "speakers-header",
+          "component": "CardHeader",
+          "title": "🎤 Featured Speakers",
+          "subtitle": "World-class experts sharing their insights"
+        },
+        {
+          "id": "speakers-list",
+          "component": "ListBlock",
+          "items": ["speaker-1", "speaker-2", "speaker-3", "speaker-4"],
+          "variant": "number"
+        },
+        {
+          "id": "speaker-1",
+          "component": "ListItem",
+          "title": "Dr. Sarah Chen",
+          "subtitle": "Chief AI Officer at NeuralPath — pioneering responsible AI at scale."
+        },
+        {
+          "id": "speaker-2",
+          "component": "ListItem",
+          "title": "Marcus Rivera",
+          "subtitle": "Founder of DevStack — built the fastest-growing developer platform in 2024."
+        },
+        {
+          "id": "speaker-3",
+          "component": "ListItem",
+          "title": "Aisha Patel",
+          "subtitle": "VP of Engineering at CloudScale — leading teams of 500+ engineers globally."
+        },
+        {
+          "id": "speaker-4",
+          "component": "ListItem",
+          "title": "James Okafor",
+          "subtitle": "Author of 'Code & Conscience' — exploring the intersection of tech and society."
+        },
+        {
+          "id": "tickets-section",
+          "component": "Card",
+          "children": ["tickets-header", "tickets-table"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "tickets-header",
+          "component": "CardHeader",
+          "title": "🎟️ Ticket Tiers",
+          "subtitle": "Choose the experience that fits you best"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-tier", "col-price", "col-perks"]
+        },
+        {
+          "id": "col-tier",
+          "component": "Col",
+          "label": "Tier",
+          "data": ["General", "Pro", "VIP"],
+          "type": "string"
+        },
+        {
+          "id": "col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$149", "$349", "$799"],
+          "type": "string"
+        },
+        {
+          "id": "col-perks",
+          "component": "Col",
+          "label": "Includes",
+          "data": ["All talks + lunch", "All talks + workshops + lunch", "Everything + speaker dinner + 1-on-1 sessions"],
+          "type": "string"
+        },
+        {
+          "id": "registration-section",
+          "component": "Card",
+          "children": ["reg-header", "reg-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "reg-header",
+          "component": "CardHeader",
+          "title": "✍️ Register Now",
+          "subtitle": "Fill in your details to reserve your seat"
+        },
+        {
+          "id": "reg-form",
+          "component": "Form",
+          "name": "conference-registration",
+          "fields": ["name-field", "email-field"],
+          "buttons": "reg-buttons"
+        },
+        {
+          "id": "name-field",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "name-input"
+        },
+        {
+          "id": "name-input",
+          "component": "Input",
+          "name": "fullName",
+          "placeholder": "e.g. Jane Doe",
+          "type": "text",
+          "rules": ["required"]
+        },
+        {
+          "id": "email-field",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "email-input"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "e.g. jane@company.com",
+          "type": "email",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "reg-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Register →",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This landing screen includes all six requested elements:
+
+1. **Event name, date & venue** — Displayed prominently in the header card
+2. **Agenda with times** — A full Day 1 schedule table with time, session, and speaker columns
+3. **Speakers** — A numbered list with each speaker's name and a one-line bio
+4. **Ticket tiers** — A comparison table showing General, Pro, and VIP options with prices and perks
+5. **Registration form** — A form collecting full name and email with a submit button
+6. **Days remaining** — A callout banner showing 26 days until the event
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..22c3dca65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r3.txt
@@ -0,0 +1,330 @@
+
+
+Here's a complete single-screen conference landing page covering all six requirements — hero with event details, a countdown callout for days remaining, day-by-day agenda tables, a speakers list, ticket tier pricing, and a working registration form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "conference-landing",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Summit Events"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "conference-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": [
+            "title",
+            "meta",
+            "countdown",
+            "sep1",
+            "agendaHeading",
+            "agendaTabs",
+            "sep2",
+            "speakersHeading",
+            "speakerList",
+            "sep3",
+            "ticketsHeading",
+            "ticketTable",
+            "ticketsNote",
+            "sep4",
+            "registerHeading",
+            "registerIntro",
+            "registerForm",
+            "footer"
+          ]
+        },
+        {
+          "id": "title",
+          "component": "Heading",
+          "level": "h1",
+          "text": "NorthBridge Dev Summit 2026"
+        },
+        {
+          "id": "meta",
+          "component": "TextContent",
+          "text": "**March 18–19, 2026** · Aurora Convention Center, Seattle, WA — 2 days · 40+ sessions · 1,200 attendees"
+        },
+        {
+          "id": "countdown",
+          "component": "Callout",
+          "variant": "info",
+          "title": "⏳ 94 days remaining",
+          "description": "Doors open March 18, 2026 at the Aurora Convention Center. Early-bird pricing ends February 1, 2026 — don't wait!"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "agendaHeading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Agenda"
+        },
+        {
+          "id": "agendaTabs",
+          "component": "Tabs",
+          "items": ["tabDay1", "tabDay2"]
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "speakersHeading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Speakers"
+        },
+        {
+          "id": "speakerList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["s1", "s2", "s3", "s4", "s5"]
+        },
+        {
+          "id": "sep3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "ticketsHeading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Ticket Tiers"
+        },
+        {
+          "id": "ticketTable",
+          "component": "Table",
+          "columns": ["tierCol", "priceCol", "perksCol"]
+        },
+        {
+          "id": "ticketsNote",
+          "component": "TextContent",
+          "size": "small",
+          "text": "* Early-bird pricing applies through February 1, 2026. All prices in USD and include lunch, coffee, and the networking mixer."
+        },
+        {
+          "id": "sep4",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "registerHeading",
+          "component": "Heading",
+          "level": "h2",
+          "text": "Register"
+        },
+        {
+          "id": "registerIntro",
+          "component": "TextContent",
+          "text": "Reserve your seat below — we'll email your confirmation and e-ticket within 24 hours."
+        },
+        {
+          "id": "registerForm",
+          "component": "Form",
+          "name": "conference-registration",
+          "fields": ["fcName", "fcEmail"],
+          "buttons": "formButtons"
+        },
+        {
+          "id": "footer",
+          "component": "TextContent",
+          "size": "small",
+          "text": "Questions? Write to hello@northbridgesummit.dev · Code of conduct and refund policy available on request."
+        },
+        {
+          "id": "tabDay1",
+          "component": "TabItem",
+          "value": "day1",
+          "trigger": "Day 1 · Mar 18",
+          "content": ["t1Table"]
+        },
+        {
+          "id": "tabDay2",
+          "component": "TabItem",
+          "value": "day2",
+          "trigger": "Day 2 · Mar 19",
+          "content": ["t2Table"]
+        },
+        {
+          "id": "t1Table",
+          "component": "Table",
+          "columns": ["time1", "session1", "talk1"]
+        },
+        {
+          "id": "t2Table",
+          "component": "Table",
+          "columns": ["time2", "session2", "talk2"]
+        },
+        {
+          "id": "time1",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["8:30 AM", "9:30 AM", "11:00 AM", "12:30 PM", "2:00 PM", "4:30 PM", "6:00 PM"]
+        },
+        {
+          "id": "session1",
+          "component": "Col",
+          "label": "Session",
+          "type": "string",
+          "data": ["Registration & welcome coffee", "Opening keynote — The Next Decade of Developer Platforms", "Building production-grade AI agents", "Lunch & expo hall", "Workshop — Observability at scale", "Panel — Funding and scaling dev-tool startups", "Evening networking mixer"]
+        },
+        {
+          "id": "talk1",
+          "component": "Col",
+          "label": "Speaker",
+          "type": "string",
+          "data": ["—", "Dr. Amara Chen", "Jonas Petrov", "—", "Priya Raghavan", "Marcus Webb & Elena Sorokin", "—"]
+        },
+        {
+          "id": "time2",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM"]
+        },
+        {
+          "id": "session2",
+          "component": "Col",
+          "label": "Session",
+          "type": "string",
+          "data": ["Keynote — Design systems for the AI era", "Deep dive — Real-time infrastructure at 1B events/day", "Lightning talks — community showcase", "Lunch & open spaces", "Hands-on workshop — Ship your first agent with Orbit", "Closing keynote & awards"]
+        },
+        {
+          "id": "talk2",
+          "component": "Col",
+          "label": "Speaker",
+          "type": "string",
+          "data": ["Elena Sorokin", "Priya Raghavan", "Community speakers", "—", "Jonas Petrov", "Dr. Amara Chen"]
+        },
+        {
+          "id": "s1",
+          "component": "ListItem",
+          "title": "Dr. Amara Chen",
+          "subtitle": "Chief AI Officer, NorthBridge — built the LLM platform behind 40M developers."
+        },
+        {
+          "id": "s2",
+          "component": "ListItem",
+          "title": "Jonas Petrov",
+          "subtitle": "Principal Engineer, Skyline — creator of the open-source agent framework Orbit."
+        },
+        {
+          "id": "s3",
+          "component": "ListItem",
+          "title": "Priya Raghavan",
+          "subtitle": "VP of Platform, Meridian — scaled real-time infrastructure to 1B events per day."
+        },
+        {
+          "id": "s4",
+          "component": "ListItem",
+          "title": "Marcus Webb",
+          "subtitle": "Developer Advocate, Helios — teaches observability and SRE practices to 100k+ engineers."
+        },
+        {
+          "id": "s5",
+          "component": "ListItem",
+          "title": "Elena Sorokin",
+          "subtitle": "Head of Design Systems, Quanta — crafts accessible design systems used worldwide."
+        },
+        {
+          "id": "tierCol",
+          "component": "Col",
+          "label": "Tier",
+          "type": "string",
+          "data": ["Early Bird", "Standard", "VIP"]
+        },
+        {
+          "id": "priceCol",
+          "component": "Col",
+          "label": "Price",
+          "type": "string",
+          "data": ["$249", "$399", "$749"]
+        },
+        {
+          "id": "perksCol",
+          "component": "Col",
+          "label": "Includes",
+          "type": "string",
+          "data": [
+            "All keynotes & sessions, lunch, swag bag",
+            "Everything in Early Bird + full workshop access",
+            "Everything in Standard + speaker dinner, front-row seats, 1:1 mentor sessions"
+          ]
+        },
+        {
+          "id": "fcName",
+          "component": "FormControl",
+          "label": "Full name",
+          "hint": "Exactly as it should appear on your badge",
+          "input": "inputName"
+        },
+        {
+          "id": "inputName",
+          "component": "Input",
+          "name": "name",
+          "type": "text",
+          "placeholder": "Ada Lovelace",
+          "rules": ["required"]
+        },
+        {
+          "id": "fcEmail",
+          "component": "FormControl",
+          "label": "Email",
+          "hint": "Your ticket confirmation will be sent here",
+          "input": "inputEmail"
+        },
+        {
+          "id": "inputEmail",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@company.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "formButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submitBtn"]
+        },
+        {
+          "id": "submitBtn",
+          "component": "Button",
+          "label": "Register now",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All six items are covered:
+
+1. **Event name, date & venue** — the hero heading and meta line up top.
+2. **Agenda with times** — a tabbed Day 1 / Day 2 schedule table showing time, session, and speaker per slot.
+3. **Speakers** — numbered list with a one-line bio for each of the five speakers.
+4. **Ticket tiers** — Early Bird / Standard / VIP table with prices and what's included.
+5. **Registration** — a form collecting name and email with validation hints and a primary submit button.
+6. **Days remaining** — the info callout showing "94 days remaining" (it's a static value here; it can be bound to the data model to update dynamically).
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..13718037c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-event__r4.txt
@@ -0,0 +1,210 @@
+
+
+Here's a complete conference landing screen covering all six items — event details, countdown, agenda, speakers, ticket tiers, and a registration form.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "nexus-2026-landing",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#4F46E5" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "nexus-2026-landing",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "heroHeader", "countdownCard", "sep1",
+            "agendaHead", "agendaTable", "sep2",
+            "speakersHead", "speakersList", "sep3",
+            "ticketsHead", "ticketsRow", "ticketsNote", "sep4",
+            "registerHead", "registerSub", "registerForm",
+            "footNote"
+          ]
+        },
+        {
+          "id": "heroHeader",
+          "component": "CardHeader",
+          "title": "NEXUS 2026 — The AI & Innovation Summit",
+          "subtitle": "Saturday, April 18, 2026 · Marina Bay Convention Centre, Singapore"
+        },
+        {
+          "id": "countdownCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["countdownBig", "countdownMeta"]
+        },
+        { "id": "countdownBig", "component": "TextContent", "text": "119 days to go", "size": "large-heavy" },
+        { "id": "countdownMeta", "component": "TextContent", "text": "Doors open 08:30 SGT on Apr 18, 2026", "size": "small" },
+        { "id": "sep1", "component": "Separator" },
+        { "id": "agendaHead", "component": "Heading", "text": "Agenda", "level": "h2" },
+        {
+          "id": "agendaTable",
+          "component": "Table",
+          "columns": ["colTime", "colSession", "colRoom"]
+        },
+        {
+          "id": "colTime",
+          "component": "Col",
+          "label": "Time",
+          "data": ["08:30", "09:15", "10:30", "12:00", "13:00", "15:30", "17:00", "18:00"]
+        },
+        {
+          "id": "colSession",
+          "component": "Col",
+          "label": "Session",
+          "data": [
+            "Registration, badge pickup & coffee",
+            "Opening keynote — The Next Decade of AI (Dr. Amara Chen)",
+            "Fireside panel — Scaling Products to a Billion Users",
+            "Lunch & Expo Hall networking",
+            "Breakout tracks — AI Engineering, Product, Security",
+            "Lightning talks — 10 startups, 5 minutes each",
+            "Closing keynote — Quantum-Ready Infrastructure (Priya Raman)",
+            "Rooftop networking reception & drinks"
+          ]
+        },
+        {
+          "id": "colRoom",
+          "component": "Col",
+          "label": "Where",
+          "data": ["Lobby", "Main Hall", "Main Hall", "Expo Hall", "Halls A–C", "Main Hall", "Main Hall", "Rooftop Terrace"]
+        },
+        { "id": "sep2", "component": "Separator" },
+        { "id": "speakersHead", "component": "Heading", "text": "Speakers", "level": "h2" },
+        {
+          "id": "speakersList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sp1", "sp2", "sp3", "sp4"]
+        },
+        {
+          "id": "sp1",
+          "component": "ListItem",
+          "title": "Dr. Amara Chen — Chief AI Officer, Nova Labs",
+          "subtitle": "Leads foundational research on large-scale multimodal AI systems."
+        },
+        {
+          "id": "sp2",
+          "component": "ListItem",
+          "title": "Marcus Webb — VP Engineering, Skylark",
+          "subtitle": "Scaled collaboration platform to 200M monthly users."
+        },
+        {
+          "id": "sp3",
+          "component": "ListItem",
+          "title": "Priya Raman — Founder & CEO, Quantica",
+          "subtitle": "Building quantum-ready infrastructure for the enterprise."
+        },
+        {
+          "id": "sp4",
+          "component": "ListItem",
+          "title": "Sofia Delgado — Head of Design, Lumen",
+          "subtitle": "Champion of ethical, human-centered product design."
+        },
+        { "id": "sep3", "component": "Separator" },
+        { "id": "ticketsHead", "component": "Heading", "text": "Tickets", "level": "h2" },
+        {
+          "id": "ticketsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["tierBasic", "tierPro", "tierVip"]
+        },
+        {
+          "id": "tierBasic",
+          "component": "Card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["basicHead", "basicPrice", "basicPerks"]
+        },
+        { "id": "basicHead", "component": "Heading", "text": "Basic", "level": "h3" },
+        { "id": "basicPrice", "component": "TextContent", "text": "$149", "size": "large-heavy" },
+        { "id": "basicPerks", "component": "TextContent", "text": "• All keynotes & track sessions\n• Expo hall access\n• Lunch & coffee included", "size": "small" },
+        {
+          "id": "tierPro",
+          "component": "Card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["proHead", "popularBadge", "proPrice", "proPerks"]
+        },
+        { "id": "proHead", "component": "Heading", "text": "Pro", "level": "h3" },
+        { "id": "popularBadge", "component": "Badge", "text": "Most popular", "variant": "secondary" },
+        { "id": "proPrice", "component": "TextContent", "text": "$329", "size": "large-heavy" },
+        { "id": "proPerks", "component": "TextContent", "text": "• Everything in Basic\n• Hands-on workshops\n• All session recordings", "size": "small" },
+        {
+          "id": "tierVip",
+          "component": "Card",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["vipHead", "vipPrice", "vipPerks"]
+        },
+        { "id": "vipHead", "component": "Heading", "text": "VIP", "level": "h3" },
+        { "id": "vipPrice", "component": "TextContent", "text": "$599", "size": "large-heavy" },
+        { "id": "vipPerks", "component": "TextContent", "text": "• Everything in Pro\n• Speaker dinner & front-row seating\n• 1:1 mentor sessions", "size": "small" },
+        { "id": "ticketsNote", "component": "TextContent", "text": "All prices in USD. Early-bird pricing valid until Feb 28, 2026. Group discounts for 5+ attendees.", "size": "small" },
+        { "id": "sep4", "component": "Separator" },
+        { "id": "registerHead", "component": "Heading", "text": "Register", "level": "h2" },
+        { "id": "registerSub", "component": "TextContent", "text": "Secure your seat — early-bird pricing ends Feb 28, 2026.", "size": "small" },
+        {
+          "id": "registerForm",
+          "component": "Form",
+          "name": "register",
+          "fields": ["fcName", "fcEmail"],
+          "buttons": "btnsReg"
+        },
+        {
+          "id": "fcName",
+          "component": "FormControl",
+          "label": "Full name",
+          "input": "inName"
+        },
+        { "id": "inName", "component": "Input", "name": "name", "type": "text", "placeholder": "Jane Doe" },
+        {
+          "id": "fcEmail",
+          "component": "FormControl",
+          "label": "Email address",
+          "input": "inEmail",
+          "hint": "Your confirmation and e-ticket will be sent here."
+        },
+        { "id": "inEmail", "component": "Input", "name": "email", "type": "email", "placeholder": "jane@company.com" },
+        { "id": "btnsReg", "component": "Buttons", "direction": "row", "buttons": ["btnSubmit"] },
+        {
+          "id": "btnSubmit",
+          "component": "Button",
+          "label": "Reserve my seat",
+          "variant": "primary",
+          "size": "large",
+          "action": [{ "type": "submitForm", "formName": "register" }]
+        },
+        { "id": "footNote", "component": "TextContent", "text": "Questions? Write to hello@nexussummit.dev", "size": "small" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+All six requirements are covered:
+1. **Event basics** — name, date, and venue in the hero header
+2. **Agenda** — full-day schedule table with times, sessions, and locations
+3. **Speakers** — numbered list with a one-line bio each
+4. **Tickets** — three tiers (Basic $149, Pro $329, VIP $599) with included perks
+5. **Registration** — name + email form with a submit button
+6. **Countdown** — "119 days to go" callout below the hero
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..b48565208
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,49 @@
+
+
+Here's a complete daily summary screen for the fitness app, covering all four requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","callout","stepsProgress","stepsCaption","sep1","calsHeading","calsChart","calsCaption","sep2","weekHeading","weekChart","weekCaption","sep3","formHeading","workoutForm"]},
+{"id":"header","component":"CardHeader","title":"Daily Summary","subtitle":"Sunday, June 22 · Your Fitness Dashboard"},
+{"id":"callout","component":"Callout","variant":"success","title":"On track 💪","description":"You're 84% of the way to your step goal. Keep it up!"},
+{"id":"stepsProgress","component":"Progress","value":84,"label":"Steps Today: 8,432 / 10,000"},
+{"id":"stepsCaption","component":"TextContent","size":"small","text":"1,568 steps to go — about a 15-minute walk will get you there."},
+{"id":"sep1","component":"Separator","decorative":true},
+{"id":"calsHeading","component":"Heading","level":"h3","text":"Calories Burned"},
+{"id":"calsChart","component":"PieChart","variant":"donut","labels":["Burned","Remaining"],"values":[542,258]},
+{"id":"calsCaption","component":"TextContent","size":"small","text":"542 kcal burned today · Daily goal: 800 kcal (68% complete)"},
+{"id":"sep2","component":"Separator","decorative":true},
+{"id":"weekHeading","component":"Heading","level":"h3","text":"Workouts — Past 7 Days"},
+{"id":"weekChart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekSeries"],"yLabel":"Minutes"},
+{"id":"weekSeries","component":"Series","category":"Workout Minutes","values":[45,30,60,0,25,90,40]},
+{"id":"weekCaption","component":"TextContent","size":"small","text":"6 sessions this week · 290 active minutes total. Best day: Saturday (90 min). Rest day: Thursday."},
+{"id":"sep3","component":"Separator","decorative":true},
+{"id":"formHeading","component":"Heading","level":"h3","text":"Log a New Workout"},
+{"id":"workoutForm","component":"Form","name":"log-workout","fields":["fcType","fcDuration","fcNotes"],"buttons":"formButtons"},
+{"id":"fcType","component":"FormControl","label":"Workout type","input":"selectType"},
+{"id":"fcDuration","component":"FormControl","label":"Duration (minutes)","input":"durationInput","hint":"Total active minutes"},
+{"id":"fcNotes","component":"FormControl","label":"Notes","input":"notesInput","hint":"Optional — how did it feel?"},
+{"id":"formButtons","component":"Buttons","buttons":["submitBtn"]},
+{"id":"submitBtn","component":"Button","label":"Log Workout","variant":"primary"},
+{"id":"selectType","component":"Select","name":"workoutType","placeholder":"Choose a workout","items":["siRun","siCycle","siStrength","siYoga","siSwim"]},
+{"id":"siRun","component":"SelectItem","value":"running","label":"Running"},
+{"id":"siCycle","component":"SelectItem","value":"cycling","label":"Cycling"},
+{"id":"siStrength","component":"SelectItem","value":"strength","label":"Strength Training"},
+{"id":"siYoga","component":"SelectItem","value":"yoga","label":"Yoga"},
+{"id":"siSwim","component":"SelectItem","value":"swimming","label":"Swimming"},
+{"id":"durationInput","component":"Input","name":"duration","type":"number","placeholder":"45"},
+{"id":"notesInput","component":"TextArea","name":"notes","rows":3,"placeholder":"e.g. Easy 5k, felt strong"}
+]}}
+</a2ui-json>
+
+The screen covers everything requested:
+
+1. **Steps vs. goal** — a progress bar showing 8,432 / 10,000 steps (84%), with a motivating nudge about how close the goal is.
+2. **Calories burned** — a donut chart visualizing 542 kcal burned against the 800 kcal daily goal.
+3. **Past week workouts** — a bar chart of workout minutes for each of the last 7 days, plus a summary line (6 sessions, 290 minutes, best day and rest day).
+4. **Log a new workout** — a form with workout type selector, duration input, optional notes, and a primary "Log Workout" button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..832be7337
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,332 @@
+
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#22C55E"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "l",
+          "align": "stretch",
+          "children": [
+            "header",
+            "statsRow",
+            "weekCard",
+            "logCard"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Fitness Summary",
+          "subtitle": "Your progress for today"
+        },
+        {
+          "id": "statsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": [
+            "stepsCard",
+            "caloriesCard"
+          ]
+        },
+        {
+          "id": "stepsCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "stepsTitle",
+            "stepsProgress",
+            "stepsText"
+          ]
+        },
+        {
+          "id": "stepsTitle",
+          "component": "Heading",
+          "text": "Steps",
+          "level": "h3"
+        },
+        {
+          "id": "stepsProgress",
+          "component": "Progress",
+          "value": 74,
+          "label": "74% of daily goal"
+        },
+        {
+          "id": "stepsText",
+          "component": "TextContent",
+          "text": "**7,450** / **10,000** steps today",
+          "size": "default"
+        },
+        {
+          "id": "caloriesCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "caloriesTitle",
+            "caloriesText",
+            "caloriesSubtext"
+          ]
+        },
+        {
+          "id": "caloriesTitle",
+          "component": "Heading",
+          "text": "Calories Burned",
+          "level": "h3"
+        },
+        {
+          "id": "caloriesText",
+          "component": "TextContent",
+          "text": "**1,840 kcal**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "caloriesSubtext",
+          "component": "TextContent",
+          "text": "Active burn: **520 kcal** · Resting: **1,320 kcal**",
+          "size": "small"
+        },
+        {
+          "id": "weekCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "weekTitle",
+            "workoutChart",
+            "weekSummary"
+          ]
+        },
+        {
+          "id": "weekTitle",
+          "component": "Heading",
+          "text": "Workouts — Past 7 Days",
+          "level": "h3"
+        },
+        {
+          "id": "workoutChart",
+          "component": "BarChart",
+          "labels": [
+            "Mon",
+            "Tue",
+            "Wed",
+            "Thu",
+            "Fri",
+            "Sat",
+            "Sun"
+          ],
+          "series": [
+            "workoutSeries"
+          ],
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "workoutSeries",
+          "component": "Series",
+          "category": "Workout duration",
+          "values": [
+            45,
+            0,
+            30,
+            0,
+            60,
+            0,
+            45
+          ]
+        },
+        {
+          "id": "weekSummary",
+          "component": "TextContent",
+          "text": "**4 completed workouts** · **180 min** total",
+          "size": "default"
+        },
+        {
+          "id": "logCard",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "logTitle",
+            "logIntro",
+            "logForm"
+          ]
+        },
+        {
+          "id": "logTitle",
+          "component": "Heading",
+          "text": "Log a New Workout",
+          "level": "h3"
+        },
+        {
+          "id": "logIntro",
+          "component": "TextContent",
+          "text": "Add today’s activity to keep your streak going.",
+          "size": "small"
+        },
+        {
+          "id": "logForm",
+          "component": "Form",
+          "name": "log-workout",
+          "buttons": "logFormButtons",
+          "fields": [
+            "workoutTypeControl",
+            "durationControl",
+            "caloriesBurnedControl",
+            "notesControl"
+          ]
+        },
+        {
+          "id": "workoutTypeControl",
+          "component": "FormControl",
+          "label": "Workout type",
+          "input": "workoutTypeSelect",
+          "hint": "Choose the activity you completed"
+        },
+        {
+          "id": "workoutTypeSelect",
+          "component": "Select",
+          "name": "workoutType",
+          "placeholder": "Select workout",
+          "items": [
+            "typeRun",
+            "typeCycle",
+            "typeStrength",
+            "typeYoga",
+            "typeSwim"
+          ]
+        },
+        {
+          "id": "typeRun",
+          "component": "SelectItem",
+          "value": "run",
+          "label": "Running"
+        },
+        {
+          "id": "typeCycle",
+          "component": "SelectItem",
+          "value": "cycling",
+          "label": "Cycling"
+        },
+        {
+          "id": "typeStrength",
+          "component": "SelectItem",
+          "value": "strength",
+          "label": "Strength training"
+        },
+        {
+          "id": "typeYoga",
+          "component": "SelectItem",
+          "value": "yoga",
+          "label": "Yoga"
+        },
+        {
+          "id": "typeSwim",
+          "component": "SelectItem",
+          "value": "swimming",
+          "label": "Swimming"
+        },
+        {
+          "id": "durationControl",
+          "component": "FormControl",
+          "label": "Duration",
+          "input": "durationInput",
+          "hint": "Enter duration in minutes"
+        },
+        {
+          "id": "durationInput",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "caloriesBurnedControl",
+          "component": "FormControl",
+          "label": "Calories burned",
+          "input": "caloriesBurnedInput",
+          "hint": "Optional"
+        },
+        {
+          "id": "caloriesBurnedInput",
+          "component": "Input",
+          "name": "calories",
+          "type": "number",
+          "placeholder": "e.g. 320"
+        },
+        {
+          "id": "notesControl",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "notesInput",
+          "hint": "Optional"
+        },
+        {
+          "id": "notesInput",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "How did it feel?",
+          "rows": 3
+        },
+        {
+          "id": "logFormButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "logSubmitButton",
+            "logClearButton"
+          ]
+        },
+        {
+          "id": "logSubmitButton",
+          "component": "Button",
+          "label": "Log workout",
+          "variant": "primary",
+          "size": "medium",
+          "action": [
+            {
+              "type": "submit"
+            }
+          ]
+        },
+        {
+          "id": "logClearButton",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [
+            {
+              "type": "reset"
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..73fca09f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,263 @@
+Here's a complete daily fitness summary screen covering all four requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "fitness-daily-summary",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#22C55E",
+        "agentDisplayName": "FitTrack"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "fitness-daily-summary",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "stats-row", "separator-1", "weekly-heading", "weekly-chart", "separator-2", "log-heading", "log-form"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Daily Fitness Summary",
+          "subtitle": "Tuesday, June 17, 2025"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["steps-card", "calories-card"]
+        },
+        {
+          "id": "steps-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["steps-title", "steps-progress", "steps-detail"]
+        },
+        {
+          "id": "steps-title",
+          "component": "TextContent",
+          "text": "**🚶 Steps**",
+          "size": "small"
+        },
+        {
+          "id": "steps-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "7,842 / 10,000"
+        },
+        {
+          "id": "steps-detail",
+          "component": "TextContent",
+          "text": "78% of daily goal reached",
+          "size": "small"
+        },
+        {
+          "id": "calories-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["calories-title", "calories-value", "calories-detail"]
+        },
+        {
+          "id": "calories-title",
+          "component": "TextContent",
+          "text": "**🔥 Calories Burned**",
+          "size": "small"
+        },
+        {
+          "id": "calories-value",
+          "component": "TextContent",
+          "text": "1,247 kcal",
+          "size": "large-heavy"
+        },
+        {
+          "id": "calories-detail",
+          "component": "TextContent",
+          "text": "↑ 12% vs. yesterday",
+          "size": "small"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "weekly-heading",
+          "component": "Heading",
+          "text": "This Week's Workouts",
+          "level": "h3"
+        },
+        {
+          "id": "weekly-chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["series-duration"],
+          "xLabel": "Day",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "series-duration",
+          "component": "Series",
+          "category": "Workout Duration (min)",
+          "values": [45, 30, 0, 60, 25, 90, 0]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "log-heading",
+          "component": "Heading",
+          "text": "Log a New Workout",
+          "level": "h3"
+        },
+        {
+          "id": "log-form",
+          "component": "Form",
+          "name": "log-workout",
+          "fields": ["workout-type-control", "duration-control", "intensity-control", "notes-control"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "workout-type-control",
+          "component": "FormControl",
+          "label": "Workout Type",
+          "input": "workout-type-select"
+        },
+        {
+          "id": "workout-type-select",
+          "component": "Select",
+          "name": "workout_type",
+          "placeholder": "Select a workout type",
+          "items": ["type-running", "type-strength", "type-yoga", "type-cycling", "type-swimming"]
+        },
+        {
+          "id": "type-running",
+          "component": "SelectItem",
+          "value": "running",
+          "label": "🏃 Running"
+        },
+        {
+          "id": "type-strength",
+          "component": "SelectItem",
+          "value": "strength",
+          "label": "🏋️ Strength Training"
+        },
+        {
+          "id": "type-yoga",
+          "component": "SelectItem",
+          "value": "yoga",
+          "label": "🧘 Yoga"
+        },
+        {
+          "id": "type-cycling",
+          "component": "SelectItem",
+          "value": "cycling",
+          "label": "🚴 Cycling"
+        },
+        {
+          "id": "type-swimming",
+          "component": "SelectItem",
+          "value": "swimming",
+          "label": "🏊 Swimming"
+        },
+        {
+          "id": "duration-control",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "duration-input",
+          "hint": "Enter the total workout duration"
+        },
+        {
+          "id": "duration-input",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 45"
+        },
+        {
+          "id": "intensity-control",
+          "component": "FormControl",
+          "label": "Intensity",
+          "input": "intensity-radio"
+        },
+        {
+          "id": "intensity-radio",
+          "component": "RadioGroup",
+          "name": "intensity",
+          "items": ["intensity-low", "intensity-medium", "intensity-high"]
+        },
+        {
+          "id": "intensity-low",
+          "component": "RadioItem",
+          "label": "Low",
+          "description": "Light effort, easy pace",
+          "value": "low"
+        },
+        {
+          "id": "intensity-medium",
+          "component": "RadioItem",
+          "label": "Medium",
+          "description": "Moderate effort, elevated heart rate",
+          "value": "medium"
+        },
+        {
+          "id": "intensity-high",
+          "component": "RadioItem",
+          "label": "High",
+          "description": "Maximum effort, peak heart rate",
+          "value": "high"
+        },
+        {
+          "id": "notes-control",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "notes-input"
+        },
+        {
+          "id": "notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "How did it feel? Any PRs?",
+          "rows": 3
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn"]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Log Workout",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all four requirements:
+
+1. **Step count vs. goal** — A progress bar showing 7,842 / 10,000 steps (78%) with a clear label.
+2. **Calories burned** — Displayed prominently as 1,247 kcal with a comparison to yesterday.
+3. **Weekly workout overview** — A bar chart showing workout duration (in minutes) for each day of the current week.
+4. **Log a new workout** — A full form with workout type selector, duration input, intensity radio buttons, optional notes, and a submit button.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..c9dfd5050
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,315 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-daily-summary",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#22C55E",
+      "agentDisplayName": "FitDaily"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-daily-summary",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "screenHeader",
+          "summaryRow",
+          "weeklyCard",
+          "logCard"
+        ]
+      },
+      {
+        "id": "screenHeader",
+        "component": "CardHeader",
+        "title": "Daily Fitness Summary",
+        "subtitle": "Today's progress and recent workouts"
+      },
+      {
+        "id": "summaryRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "wrap": true,
+        "children": [
+          "stepsCard",
+          "caloriesCard"
+        ]
+      },
+      {
+        "id": "stepsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "stepsHeading",
+          "stepsProgress",
+          "stepsDetail"
+        ]
+      },
+      {
+        "id": "caloriesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "caloriesHeading",
+          "caloriesValue",
+          "caloriesDetail"
+        ]
+      },
+      {
+        "id": "stepsHeading",
+        "component": "Heading",
+        "text": "Steps today",
+        "level": "h3"
+      },
+      {
+        "id": "stepsProgress",
+        "component": "Progress",
+        "value": 87,
+        "label": "8,742 / 10,000 steps"
+      },
+      {
+        "id": "stepsDetail",
+        "component": "TextContent",
+        "text": "You are 1,258 steps away from your goal — 87% complete.",
+        "size": "small"
+      },
+      {
+        "id": "caloriesHeading",
+        "component": "Heading",
+        "text": "Calories burned",
+        "level": "h3"
+      },
+      {
+        "id": "caloriesValue",
+        "component": "TextContent",
+        "text": "528 kcal",
+        "size": "large-heavy"
+      },
+      {
+        "id": "caloriesDetail",
+        "component": "TextContent",
+        "text": "Active calories burned so far today.",
+        "size": "small"
+      },
+      {
+        "id": "weeklyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "weeklyHeading",
+          "weeklyChart",
+          "weeklyNote"
+        ]
+      },
+      {
+        "id": "weeklyHeading",
+        "component": "Heading",
+        "text": "Workouts over the past week",
+        "level": "h3"
+      },
+      {
+        "id": "weeklyChart",
+        "component": "BarChart",
+        "labels": [
+          "Mon",
+          "Tue",
+          "Wed",
+          "Thu",
+          "Fri",
+          "Sat",
+          "Sun"
+        ],
+        "series": [
+          "weeklySeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Day",
+        "yLabel": "Sessions"
+      },
+      {
+        "id": "weeklySeries",
+        "component": "Series",
+        "category": "Completed workouts",
+        "values": [
+          1,
+          0,
+          1,
+          1,
+          0,
+          2,
+          1
+        ]
+      },
+      {
+        "id": "weeklyNote",
+        "component": "TextContent",
+        "text": "6 workouts completed in the last 7 days. Today is a good day to keep the streak going.",
+        "size": "small"
+      },
+      {
+        "id": "logCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "logHeading",
+          "logForm"
+        ]
+      },
+      {
+        "id": "logHeading",
+        "component": "Heading",
+        "text": "Log a new workout",
+        "level": "h3"
+      },
+      {
+        "id": "logForm",
+        "component": "Form",
+        "name": "log-workout",
+        "buttons": "logButtons",
+        "fields": [
+          "workoutTypeControl",
+          "durationControl",
+          "notesControl"
+        ]
+      },
+      {
+        "id": "logButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "saveWorkoutButton"
+        ]
+      },
+      {
+        "id": "saveWorkoutButton",
+        "component": "Button",
+        "label": "Save workout",
+        "variant": "primary",
+        "size": "medium",
+        "type": "normal",
+        "action": [
+          {
+            "type": "submitForm",
+            "formName": "log-workout"
+          }
+        ]
+      },
+      {
+        "id": "workoutTypeControl",
+        "component": "FormControl",
+        "label": "Workout type",
+        "input": "workoutTypeSelect",
+        "hint": "Choose the activity you completed."
+      },
+      {
+        "id": "workoutTypeSelect",
+        "component": "Select",
+        "name": "workoutType",
+        "placeholder": "Select a workout",
+        "items": [
+          "workoutTypeRun",
+          "workoutTypeWalk",
+          "workoutTypeStrength",
+          "workoutTypeCycling",
+          "workoutTypeYoga"
+        ]
+      },
+      {
+        "id": "workoutTypeRun",
+        "component": "SelectItem",
+        "value": "run",
+        "label": "Run"
+      },
+      {
+        "id": "workoutTypeWalk",
+        "component": "SelectItem",
+        "value": "walk",
+        "label": "Walk"
+      },
+      {
+        "id": "workoutTypeStrength",
+        "component": "SelectItem",
+        "value": "strength",
+        "label": "Strength"
+      },
+      {
+        "id": "workoutTypeCycling",
+        "component": "SelectItem",
+        "value": "cycling",
+        "label": "Cycling"
+      },
+      {
+        "id": "workoutTypeYoga",
+        "component": "SelectItem",
+        "value": "yoga",
+        "label": "Yoga"
+      },
+      {
+        "id": "durationControl",
+        "component": "FormControl",
+        "label": "Duration",
+        "input": "durationInput",
+        "hint": "Minutes spent working out."
+      },
+      {
+        "id": "durationInput",
+        "component": "Input",
+        "name": "duration",
+        "type": "number",
+        "placeholder": "45"
+      },
+      {
+        "id": "notesControl",
+        "component": "FormControl",
+        "label": "Notes",
+        "input": "notesInput",
+        "hint": "Optional details like distance, intensity, or how it felt."
+      },
+      {
+        "id": "notesInput",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "Add notes",
+        "rows": 3
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..0c2d66337
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r1.txt
@@ -0,0 +1,187 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "design-role-posting",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Careers Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "design-role-posting",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "description", "sep1", "qualifications-heading", "qualifications", "sep2", "salary-section", "sep3", "apply-heading", "apply-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design Team · Full-time · Remote-friendly"
+        },
+        {
+          "id": "description",
+          "component": "TextContent",
+          "text": "We're looking for a Senior Product Designer to join our Design team and shape the future of our platform. You'll work cross-functionally with engineering and product to craft intuitive, delightful experiences used by millions. This is a high-impact role where your design decisions will directly influence our product roadmap.",
+          "size": "default"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "qualifications-heading",
+          "component": "Heading",
+          "text": "Key Qualifications",
+          "level": "h3"
+        },
+        {
+          "id": "qualifications",
+          "component": "TagBlock",
+          "tags": [
+            "5+ years in product/UX design",
+            "Strong portfolio of shipped work",
+            "Proficiency in Figma & prototyping tools",
+            "Design systems experience",
+            "User research & usability testing",
+            "Cross-functional collaboration",
+            "Accessibility-first mindset",
+            "Strong visual & interaction design skills"
+          ]
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "salary-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["salary-label", "salary-value"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "salary-label",
+          "component": "TextContent",
+          "text": "💰 **Salary Range**",
+          "size": "default"
+        },
+        {
+          "id": "salary-value",
+          "component": "TextContent",
+          "text": "$130,000 – $175,000 / year + equity & benefits",
+          "size": "large-heavy"
+        },
+        {
+          "id": "sep3",
+          "component": "Separator"
+        },
+        {
+          "id": "apply-heading",
+          "component": "Heading",
+          "text": "Apply Now",
+          "level": "h3"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "application-form",
+          "fields": ["name-field", "email-field", "resume-field"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "name-field",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "name-input",
+          "hint": "Your first and last name"
+        },
+        {
+          "id": "name-input",
+          "component": "Input",
+          "name": "fullName",
+          "placeholder": "e.g. Jordan Smith",
+          "type": "text",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "email-field",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "email-input",
+          "hint": "We'll use this to follow up"
+        },
+        {
+          "id": "email-input",
+          "component": "Input",
+          "name": "email",
+          "placeholder": "e.g. jordan@example.com",
+          "type": "email",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "resume-field",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "resume-input",
+          "hint": "Link to your resume PDF or portfolio site"
+        },
+        {
+          "id": "resume-input",
+          "component": "Input",
+          "name": "resumeLink",
+          "placeholder": "e.g. https://portfolio.example.com",
+          "type": "url",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn", "share-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "share-btn",
+          "component": "Button",
+          "label": "🔗 Share Posting",
+          "variant": "secondary",
+          "size": "large",
+          "action": [{"type": "share", "url": "https://careers.example.com/roles/senior-product-designer"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your complete job posting screen for the **Senior Product Designer** role. It includes:
+
+1. **Role title & team** — displayed in the card header with team, employment type, and location info.
+2. **Role description** — a concise paragraph summarizing the position and its impact.
+3. **Qualifications** — presented as scannable tags covering experience, tools, and soft skills.
+4. **Salary range** — highlighted in a sunken card for visual emphasis ($130K–$175K + equity).
+5. **Application form** — with fields for full name, email, and a resume/portfolio link, plus a prominent submit button.
+6. **Share button** — a secondary action to copy/share the posting link.
+
+The form validates required fields before submission, and the share button provides a quick way to distribute the posting via native share or clipboard.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..385a342e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r2.txt
@@ -0,0 +1,277 @@
+
+
+Here's a complete job posting screen for a design role:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting-design",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting-design",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header",
+            "meta-tags",
+            "sep1",
+            "desc",
+            "sep2",
+            "qual-heading",
+            "qual-list",
+            "sep3",
+            "salary-heading",
+            "salary-text",
+            "sep4",
+            "apply-heading",
+            "apply-form",
+            "sep5",
+            "share-heading",
+            "share-buttons"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design & Experience Team"
+        },
+        {
+          "id": "meta-tags",
+          "component": "TagBlock",
+          "tags": ["Full-time", "Remote-friendly", "Senior Level", "San Francisco, CA"]
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "desc",
+          "component": "TextContent",
+          "text": "We're looking for a Senior Product Designer to lead the end-to-end design of our core platform experiences. You'll partner closely with product managers and engineers to shape intuitive, beautiful interfaces that serve millions of users. This role offers the chance to influence design systems, mentor junior designers, and drive strategic design decisions from concept to launch.",
+          "size": "default"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "qual-heading",
+          "component": "Heading",
+          "text": "What We're Looking For",
+          "level": "h3"
+        },
+        {
+          "id": "qual-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "qual-1",
+            "qual-2",
+            "qual-3",
+            "qual-4",
+            "qual-5"
+          ]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Proven track record shipping consumer or B2B products at scale"
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Strong portfolio demonstrating UX & visual design",
+          "subtitle": "Showcase of end-to-end design process from research to polished UI"
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "Proficiency in Figma and modern design tools",
+          "subtitle": "Experience building and maintaining design systems"
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "Excellent communication and collaboration skills",
+          "subtitle": "Ability to present and defend design decisions to cross-functional stakeholders"
+        },
+        {
+          "id": "qual-5",
+          "component": "ListItem",
+          "title": "User research and data-informed design mindset",
+          "subtitle": "Comfortable using qualitative and quantitative insights to guide decisions"
+        },
+        {
+          "id": "sep3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "salary-heading",
+          "component": "Heading",
+          "text": "Compensation",
+          "level": "h3"
+        },
+        {
+          "id": "salary-text",
+          "component": "TextContent",
+          "text": "**$145,000 – $185,000** base salary, plus equity and benefits. Final offer depends on experience, location, and interview performance.",
+          "size": "default"
+        },
+        {
+          "id": "sep4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "apply-heading",
+          "component": "Heading",
+          "text": "Apply Now",
+          "level": "h3"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "job-application",
+          "fields": ["fc-name", "fc-email", "fc-resume"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name",
+          "hint": "Your first and last name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "fullName",
+          "type": "text",
+          "placeholder": "e.g. Jordan Smith",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email",
+          "hint": "We'll use this to follow up on your application"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "fc-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "input-resume",
+          "hint": "Paste a URL to your resume or portfolio site"
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://yourportfolio.com",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submit-btn"]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "sep5",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "share-heading",
+          "component": "Heading",
+          "text": "Share This Posting",
+          "level": "h3"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["share-linkedin", "share-twitter", "share-email", "share-copy"]
+        },
+        {
+          "id": "share-linkedin",
+          "component": "Button",
+          "label": "LinkedIn",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "share-twitter",
+          "component": "Button",
+          "label": "X / Twitter",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "share-email",
+          "component": "Button",
+          "label": "Email",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "share-copy",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen job posting covers all six requirements:
+
+1. **Role title & team** — displayed prominently in the card header with tags for employment type, level, and location.
+2. **Role description** — a concise paragraph summarizing the position and its impact.
+3. **Qualifications** — a numbered list of five key requirements with supporting detail.
+4. **Salary range** — clearly stated with context on what influences the final offer.
+5. **Application form** — collects full name, email, and a resume/portfolio link with validation rules and a submit button.
+6. **Share options** — buttons for LinkedIn, X/Twitter, Email, and Copy Link to distribute the posting.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..64ad5d3dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r3.txt
@@ -0,0 +1,209 @@
+
+
+Here's a complete job posting screen for a Senior Product Designer role:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting-design",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Careers Portal"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting-design",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "description", "sep1", "qual-heading", "qual-list", "sep2", "salary-heading", "salary-text", "sep3", "apply-heading", "apply-form", "sep4", "share-btn"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Senior Product Designer",
+          "subtitle": "Design Team · Full-time · Remote-friendly"
+        },
+        {
+          "id": "description",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "We're looking for a **Senior Product Designer** to join our growing Design team. You'll own end-to-end design for our core product experience — from discovery and research through high-fidelity delivery. You'll collaborate closely with engineering, product management, and research to ship meaningful features that delight our users.",
+          "variant": "clear"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "qual-heading",
+          "component": "Heading",
+          "text": "Key Qualifications",
+          "level": "h3"
+        },
+        {
+          "id": "qual-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["qual-1", "qual-2", "qual-3", "qual-4", "qual-5"]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Proven track record shipping consumer or B2B products at scale"
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Strong systems thinking",
+          "subtitle": "Experience building and maintaining design systems and component libraries"
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "Proficiency in modern design tools",
+          "subtitle": "Expert-level Figma skills; familiarity with prototyping and motion design"
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "User research fluency",
+          "subtitle": "Comfortable planning and synthesizing qualitative and quantitative research"
+        },
+        {
+          "id": "qual-5",
+          "component": "ListItem",
+          "title": "Cross-functional collaboration",
+          "subtitle": "Strong communication skills to partner with engineers, PMs, and stakeholders"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "salary-heading",
+          "component": "Heading",
+          "text": "Compensation",
+          "level": "h3"
+        },
+        {
+          "id": "salary-text",
+          "component": "TextContent",
+          "text": "**$130,000 – $165,000** base salary, plus equity and benefits. Final offer depends on experience and location.",
+          "size": "default"
+        },
+        {
+          "id": "sep3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "apply-heading",
+          "component": "Heading",
+          "text": "Apply Now",
+          "level": "h3"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "job-application",
+          "fields": ["fc-name", "fc-email", "fc-resume"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "fullName",
+          "type": "text",
+          "placeholder": "e.g. Jordan Smith",
+          "rules": [{"required": true, "message": "Name is required"}]
+        },
+        {
+          "id": "fc-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [{"required": true, "message": "Email is required"}]
+        },
+        {
+          "id": "fc-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "input-resume",
+          "hint": "Paste a URL to your resume PDF or portfolio site"
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://yourportfolio.com",
+          "rules": [{"required": true, "message": "Resume link is required"}]
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "sep4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "share-btn",
+          "component": "Button",
+          "label": "Share this posting",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen job posting covers all six requirements:
+
+1. **Role title & team** — The `CardHeader` displays "Senior Product Designer" with the Design Team, employment type, and location info.
+2. **Role description** — A markdown block gives a concise overview of the position and collaboration expectations.
+3. **Qualifications** — A numbered list highlights the five key qualifications with supporting detail.
+4. **Salary range** — Clearly stated as $130K–$165K with a note on equity and location adjustment.
+5. **Application form** — A validated form collects full name, email, and a resume/portfolio link, with a prominent submit button.
+6. **Share button** — A secondary "Share this posting" button sits at the bottom for easy distribution.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..4ce50f1c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-job__r4.txt
@@ -0,0 +1,272 @@
+Here's a complete job posting page for a design role:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "job-posting-design",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "job-posting-design",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "description-section", "separator-1", "qualifications-section", "separator-2", "salary-section", "separator-3", "apply-section", "separator-4", "share-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["role-title", "team-badge"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "role-title",
+          "component": "Heading",
+          "text": "Senior Product Designer",
+          "level": "h1"
+        },
+        {
+          "id": "team-badge",
+          "component": "Tag",
+          "text": "Design Systems Team",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "description-section",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "We're looking for a **Senior Product Designer** to join our Design Systems team and help shape the future of our component library and design tooling. You'll collaborate closely with engineering and product to create intuitive, accessible experiences used by millions. This is a high-impact role where your work will directly influence how our platform feels and functions.",
+          "variant": "clear"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "qualifications-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["qualifications-heading", "qualifications-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "qualifications-heading",
+          "component": "Heading",
+          "text": "Key Qualifications",
+          "level": "h2"
+        },
+        {
+          "id": "qualifications-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["qual-1", "qual-2", "qual-3", "qual-4", "qual-5"]
+        },
+        {
+          "id": "qual-1",
+          "component": "ListItem",
+          "title": "5+ years of product design experience",
+          "subtitle": "Proven track record shipping complex, user-facing products"
+        },
+        {
+          "id": "qual-2",
+          "component": "ListItem",
+          "title": "Design systems expertise",
+          "subtitle": "Experience building or maintaining component libraries and design tokens"
+        },
+        {
+          "id": "qual-3",
+          "component": "ListItem",
+          "title": "Strong interaction & visual design skills",
+          "subtitle": "Deep understanding of motion, layout, typography, and color"
+        },
+        {
+          "id": "qual-4",
+          "component": "ListItem",
+          "title": "Accessibility-first mindset",
+          "subtitle": "Familiarity with WCAG guidelines and inclusive design practices"
+        },
+        {
+          "id": "qual-5",
+          "component": "ListItem",
+          "title": "Cross-functional collaboration",
+          "subtitle": "Comfortable working with engineers, PMs, and researchers in agile environments"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "salary-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["salary-heading", "salary-range", "salary-note"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "salary-heading",
+          "component": "Heading",
+          "text": "Compensation",
+          "level": "h3"
+        },
+        {
+          "id": "salary-range",
+          "component": "TextContent",
+          "text": "$145,000 – $185,000 / year",
+          "size": "large-heavy"
+        },
+        {
+          "id": "salary-note",
+          "component": "TextContent",
+          "text": "Plus equity, health benefits, 401(k) match, and flexible PTO. Final offer depends on experience and location.",
+          "size": "small"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "apply-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["apply-heading", "apply-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "apply-heading",
+          "component": "Heading",
+          "text": "Apply Now",
+          "level": "h2"
+        },
+        {
+          "id": "apply-form",
+          "component": "Form",
+          "name": "job-application",
+          "fields": ["field-name", "field-email", "field-resume"],
+          "buttons": "apply-buttons"
+        },
+        {
+          "id": "field-name",
+          "component": "FormControl",
+          "label": "Full Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "fullName",
+          "type": "text",
+          "placeholder": "e.g. Jordan Smith",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "field-email",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "input-email"
+        },
+        {
+          "id": "input-email",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "you@example.com",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "field-resume",
+          "component": "FormControl",
+          "label": "Resume / Portfolio Link",
+          "input": "input-resume",
+          "hint": "Paste a URL to your resume PDF or portfolio site"
+        },
+        {
+          "id": "input-resume",
+          "component": "Input",
+          "name": "resumeLink",
+          "type": "url",
+          "placeholder": "https://yourportfolio.com",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "apply-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-apply"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-apply",
+          "component": "Button",
+          "label": "Submit Application",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "share-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["share-heading", "share-buttons"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "share-heading",
+          "component": "TextContent",
+          "text": "Know someone great? Share this posting:",
+          "size": "small"
+        },
+        {
+          "id": "share-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-share-link", "btn-share-email", "btn-share-social"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-share-link",
+          "component": "Button",
+          "label": "Copy Link",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "btn-share-email",
+          "component": "Button",
+          "label": "Share via Email",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "btn-share-social",
+          "component": "Button",
+          "label": "Share on LinkedIn",
+          "variant": "secondary",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..f6199bbc6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r1.txt
@@ -0,0 +1,151 @@
+
+
+Here's your founder's monthly sales check dashboard:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "revenue-card", "trend-chart", "products-section", "conversion-card", "download-btn"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2025 · Updated today"
+        },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value", "revenue-delta"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "$148,250",
+          "size": "large-heavy"
+        },
+        {
+          "id": "revenue-delta",
+          "component": "Tag",
+          "text": "▲ +4.3% vs May",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["trend-series"],
+          "variant": "natural",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "trend-series",
+          "component": "Series",
+          "category": "Monthly Revenue",
+          "values": [92400, 105800, 118300, 131500, 142100, 148250]
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "variant": "card",
+          "children": ["products-header", "products-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "products-header",
+          "component": "TextContent",
+          "text": "**Top 3 Best-Selling Products**",
+          "size": "default"
+        },
+        {
+          "id": "products-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Pro Plan Subscription", "Starter Kit", "Enterprise License"],
+          "series": ["products-series"],
+          "xLabel": "Units Sold"
+        },
+        {
+          "id": "products-series",
+          "component": "Series",
+          "category": "Units Sold",
+          "values": [1240, 890, 312]
+        },
+        {
+          "id": "conversion-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["conversion-label", "conversion-progress", "conversion-detail"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "conversion-label",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small"
+        },
+        {
+          "id": "conversion-progress",
+          "component": "Progress",
+          "value": 4.7,
+          "label": "4.7%"
+        },
+        {
+          "id": "conversion-detail",
+          "component": "TextContent",
+          "text": "1,847 conversions from 39,300 visitors",
+          "size": "small"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "⬇ Download Full Report (CSV)",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "download", "format": "csv", "data": "month,revenue,top_product_1,units_1,top_product_2,units_2,top_product_3,units_3,conversion_rate\nJan,92400,Pro Plan Subscription,980,Starter Kit,710,Enterprise License,245,3.9\nFeb,105800,Pro Plan Subscription,1050,Starter Kit,780,Enterprise License,268,4.1\nMar,118300,Pro Plan Subscription,1120,Starter Kit,830,Enterprise License,289,4.3\nApr,131500,Pro Plan Subscription,1180,Starter Kit,855,Enterprise License,301,4.5\nMay,142100,Pro Plan Subscription,1210,Starter Kit,870,Enterprise License,308,4.6\nJun,148250,Pro Plan Subscription,1240,Starter Kit,890,Enterprise License,312,4.7"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all five items:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Revenue this month | Sunk card with **$148,250** + a green delta tag showing +4.3% MoM |
+| 2 | 6-month revenue trend | Natural line chart (Jan → Jun) showing steady growth |
+| 3 | Top 3 products + units | Horizontal bar chart ranking Pro Plan (1,240), Starter Kit (890), Enterprise License (312) |
+| 4 | Conversion percentage | Progress bar at **4.7%** with visitor-to-conversion context |
+| 5 | Download the numbers | A "Download Full Report (CSV)" button that exports all six months of data |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..fee468985
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r2.txt
@@ -0,0 +1,225 @@
+Here's a founder's monthly sales dashboard covering all five items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Sales Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "revenue-section", "separator-1", "chart-section", "separator-2", "products-section", "separator-3", "conversion-section", "separator-4", "download-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2025 · Updated today"
+        },
+        {
+          "id": "revenue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value", "revenue-delta"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "$142,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "revenue-delta",
+          "component": "Tag",
+          "text": "▲ 12.3% vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["chart-title", "revenue-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "chart-title",
+          "component": "TextContent",
+          "text": "Revenue Trend — Last 6 Months",
+          "size": "small-heavy"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "AreaChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["revenue-series"],
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "variant": "natural"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [98200, 104800, 112400, 119600, 126900, 142500]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["products-title", "products-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "products-title",
+          "component": "TextContent",
+          "text": "Top 3 Best-Selling Products",
+          "size": "small-heavy"
+        },
+        {
+          "id": "products-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-product", "col-units", "col-revenue"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": ["1", "2", "3"],
+          "type": "string"
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["Pro Plan (Annual)", "Starter Kit", "Enterprise Add-on"],
+          "type": "string"
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "data": [342, 289, 156],
+          "type": "number"
+        },
+        {
+          "id": "col-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$68,400", "$43,350", "$30,750"],
+          "type": "string"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator"
+        },
+        {
+          "id": "conversion-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["conversion-title", "conversion-bar", "conversion-note"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "conversion-title",
+          "component": "TextContent",
+          "text": "Conversion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "conversion-bar",
+          "component": "Progress",
+          "value": 4.7,
+          "label": "4.7% (target: 5.0%)"
+        },
+        {
+          "id": "conversion-note",
+          "component": "TextContent",
+          "text": "Based on 12,840 sessions → 604 conversions this month.",
+          "size": "small"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator"
+        },
+        {
+          "id": "download-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["download-buttons"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-csv", "btn-pdf"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-csv",
+          "component": "Button",
+          "label": "Download CSV",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{"type": "download", "format": "csv", "data": "month,revenue,top_product,units,conversion_rate\nJan,98200,Pro Plan (Annual),298,3.9\nFeb,104800,Pro Plan (Annual),310,4.1\nMar,112400,Pro Plan (Annual),325,4.3\nApr,119600,Pro Plan (Annual),331,4.4\nMay,126900,Pro Plan (Annual),338,4.5\nJun,142500,Pro Plan (Annual),342,4.7"}]
+        },
+        {
+          "id": "btn-pdf",
+          "component": "Button",
+          "label": "Download PDF Report",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "download", "format": "pdf", "report": "monthly-sales-june-2025"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard gives you a complete at-a-glance view:
+
+| # | Requirement | How it's covered |
+|---|---|---|
+| 1 | Revenue this month | Large **$142,500** figure with a green delta tag showing +12.3% MoM |
+| 2 | 6-month trend | Area chart (Jan → Jun) showing steady growth from $98K to $142K |
+| 3 | Top 3 products | Table with product name, units sold, and revenue contribution |
+| 4 | Conversion rate | Progress bar at **4.7%** against a 5% target, with session context |
+| 5 | Download | Two buttons — **CSV** (raw data) and **PDF Report** (formatted summary) |
+
+You can swap in your real numbers or connect the data model to a live source. Let me know if you'd like any section expanded or restyled.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..0d3a99c93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r3.txt
@@ -0,0 +1,233 @@
+Here's a founder's monthly sales dashboard covering all five items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Sales Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "revenue-section", "separator-1", "chart-section", "separator-2", "products-section", "separator-3", "conversion-section", "separator-4", "download-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2025 · Updated today"
+        },
+        {
+          "id": "revenue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value", "revenue-delta"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "**Revenue This Month**",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "$142,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "revenue-delta",
+          "component": "Tag",
+          "text": "▲ +12.3% vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["chart-title", "revenue-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "chart-title",
+          "component": "TextContent",
+          "text": "**Revenue Trend — Last 6 Months**",
+          "size": "small"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "AreaChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["chart-series-1"],
+          "xLabel": "Month",
+          "yLabel": "Revenue ($)",
+          "variant": "natural"
+        },
+        {
+          "id": "chart-series-1",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [98000, 104500, 111200, 119800, 126900, 142500]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["products-title", "products-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "products-title",
+          "component": "TextContent",
+          "text": "**Top 3 Best-Selling Products**",
+          "size": "small"
+        },
+        {
+          "id": "products-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-product", "col-units", "col-revenue"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": ["1", "2", "3"],
+          "type": "string"
+        },
+        {
+          "id": "col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["ProPlan Annual", "Team Bundle", "Starter Monthly"],
+          "type": "string"
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "data": [1240, 980, 753],
+          "type": "number"
+        },
+        {
+          "id": "col-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$62,000", "$44,100", "$22,590"],
+          "type": "string"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "conversion-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["conversion-label", "conversion-bar", "conversion-detail"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "conversion-label",
+          "component": "TextContent",
+          "text": "**Conversion Rate**",
+          "size": "small"
+        },
+        {
+          "id": "conversion-bar",
+          "component": "Progress",
+          "value": 3.8,
+          "label": "3.8%"
+        },
+        {
+          "id": "conversion-detail",
+          "component": "TextContent",
+          "text": "1,420 conversions from 37,350 visitors",
+          "size": "small"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "download-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["download-buttons"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "download-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-csv", "btn-pdf"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-csv",
+          "component": "Button",
+          "label": "⬇ Download CSV",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{"type": "download", "format": "csv"}]
+        },
+        {
+          "id": "btn-pdf",
+          "component": "Button",
+          "label": "⬇ Download PDF Report",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "download", "format": "pdf"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all five items:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Revenue this month | Large `$142,500` figure with a green delta tag |
+| 2 | 6-month revenue trend | Area chart (Jan → Jun) showing steady growth |
+| 3 | Top 3 products + units | Table with rank, product name, units sold, and revenue |
+| 4 | Conversion percentage | Progress bar at **3.8%** with visitor context |
+| 5 | Download the numbers | Two buttons — CSV and PDF report |
+
+The data shown is illustrative; swap in your real figures when connecting to a live data source.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..129358db3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-sales__r4.txt
@@ -0,0 +1,166 @@
+
+
+Here's a complete founder's monthly sales dashboard covering all five items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "founder-sales-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Sales Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "founder-sales-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "kpi-row", "chart-section", "products-section", "conversion-section", "download-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Monthly Sales Check",
+          "subtitle": "June 2025 · Updated today"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["revenue-label", "revenue-value"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "Revenue This Month",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "**$128,400**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "children": ["chart-title", "revenue-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "chart-title",
+          "component": "Heading",
+          "text": "Revenue Trend — Last 6 Months",
+          "level": "h3"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "AreaChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["revenue-series"],
+          "variant": "natural",
+          "yLabel": "Revenue ($)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [82000, 91500, 87200, 104800, 118300, 128400]
+        },
+        {
+          "id": "products-section",
+          "component": "Card",
+          "children": ["products-title", "products-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "products-title",
+          "component": "Heading",
+          "text": "Top 3 Best-Selling Products",
+          "level": "h3"
+        },
+        {
+          "id": "products-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Pro Plan", "Starter Kit", "Enterprise Add-on"],
+          "series": ["products-series"],
+          "xLabel": "Units Sold"
+        },
+        {
+          "id": "products-series",
+          "component": "Series",
+          "category": "Units Sold",
+          "values": [342, 289, 156]
+        },
+        {
+          "id": "conversion-section",
+          "component": "Card",
+          "children": ["conversion-title", "conversion-progress", "conversion-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "conversion-title",
+          "component": "Heading",
+          "text": "Conversion Rate",
+          "level": "h3"
+        },
+        {
+          "id": "conversion-progress",
+          "component": "Progress",
+          "value": 4.7,
+          "label": "4.7% of visitors converted to paying customers"
+        },
+        {
+          "id": "conversion-note",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Up 0.4pp from May",
+          "description": "Conversion has improved for the third consecutive month."
+        },
+        {
+          "id": "download-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["download-btn"],
+          "direction": "row",
+          "justify": "end"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "⬇ Download Report (CSV)",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Revenue this month | Large bold `$128,400` in a sunken KPI card |
+| 2 | 6-month revenue trend | Area chart (Jan → Jun) showing growth from $82K to $128K |
+| 3 | Top 3 products + units | Horizontal bar chart — Pro Plan (342), Starter Kit (289), Enterprise Add-on (156) |
+| 4 | Conversion percentage | Progress bar at 4.7% with a month-over-month callout |
+| 5 | Download the numbers | Primary "Download Report (CSV)" button at the bottom |
+
+You can wire the download button to an actual export endpoint and swap in live data via `updateDataModel` messages when connecting to a real backend.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..9959e3da6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r1.txt
@@ -0,0 +1,210 @@
+
+
+Here's a complete async standup board — it opens with the date and team pulse, calls out the blocked teammate prominently, lists everyone's update in a table, flags who's missing, and ends with a form to post your own check-in.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#4F46E5" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "statsRow", "blockedAlert", "missingCallout", "updatesHeading", "updatesTable", "divider", "formHeading", "postForm"]
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "children": ["titleBlock", "dateBadge"]
+        },
+        {
+          "id": "titleBlock",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["titleText", "subtitleText"]
+        },
+        { "id": "titleText", "component": "Heading", "level": "h1", "text": "Async Standup" },
+        { "id": "subtitleText", "component": "TextContent", "size": "small", "text": "Team Atlas · Remote daily check-in" },
+        { "id": "dateBadge", "component": "Badge", "variant": "secondary", "text": "📅 Wednesday, June 11, 2025" },
+        {
+          "id": "statsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["statPosted", "statMissing", "statBlocked", "progressCard"]
+        },
+        {
+          "id": "statPosted",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["postedNum", "postedLabel"]
+        },
+        { "id": "postedNum", "component": "TextContent", "size": "large-heavy", "text": "5 / 6" },
+        { "id": "postedLabel", "component": "TextContent", "size": "small", "text": "updates posted" },
+        {
+          "id": "statMissing",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["missingNum", "missingLabel"]
+        },
+        { "id": "missingNum", "component": "TextContent", "size": "large-heavy", "text": "1" },
+        { "id": "missingLabel", "component": "TextContent", "size": "small", "text": "still missing" },
+        {
+          "id": "statBlocked",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["blockedNum", "blockedLabel"]
+        },
+        { "id": "blockedNum", "component": "TextContent", "size": "large-heavy", "text": "1" },
+        { "id": "blockedLabel", "component": "TextContent", "size": "small", "text": "blocked" },
+        {
+          "id": "progressCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["progressBar"]
+        },
+        { "id": "progressBar", "component": "Progress", "value": 83, "label": "Team completion" },
+        {
+          "id": "blockedAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "🚧 Blocked: Priya Nair",
+          "description": "Waiting on vendor API keys to start the analytics integration. Needs someone from Platform to chase the vendor — reply if you can help unblock."
+        },
+        {
+          "id": "missingCallout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "⏳ 1 update still missing",
+          "description": "Sam Whitaker hasn't posted yet today — consider a friendly nudge."
+        },
+        { "id": "updatesHeading", "component": "Heading", "level": "h3", "text": "Today's updates" },
+        {
+          "id": "updatesTable",
+          "component": "Table",
+          "columns": ["colName", "colStatus", "colUpdate"]
+        },
+        {
+          "id": "colName",
+          "component": "Col",
+          "label": "Teammate",
+          "data": ["Maya Chen", "Diego Ramos", "Priya Nair", "Tom Okafor", "Lena Fischer", "Sam Whitaker"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Done", "🔵 In progress", "🚧 Blocked", "🔵 In progress", "✅ Done", "⏳ No update"]
+        },
+        {
+          "id": "colUpdate",
+          "component": "Col",
+          "label": "Today's update",
+          "data": [
+            "Shipped billing webhook retries and watched the first hour in prod — zero errors.",
+            "Design-system audit: spacing tokens done, typography tokens next.",
+            "Can't start the analytics integration — still waiting on vendor API keys.",
+            "Drafting the onboarding email flow; sending it for review tomorrow AM.",
+            "Closed 3 support escalations and updated the incident runbook.",
+            "— hasn't posted yet today."
+          ]
+        },
+        { "id": "divider", "component": "Separator", "orientation": "horizontal", "decorative": true },
+        { "id": "formHeading", "component": "Heading", "level": "h3", "text": "Post your update" },
+        {
+          "id": "postForm",
+          "component": "Form",
+          "name": "post-update",
+          "fields": ["fcName", "fcStatus", "fcUpdate"],
+          "buttons": "formButtons"
+        },
+        { "id": "fcName", "component": "FormControl", "label": "Your name", "input": "nameSelect" },
+        {
+          "id": "nameSelect",
+          "component": "Select",
+          "name": "teammate",
+          "placeholder": "Who's posting?",
+          "items": ["optMaya", "optDiego", "optPriya", "optTom", "optLena", "optSam"]
+        },
+        { "id": "optMaya", "component": "SelectItem", "value": "maya", "label": "Maya Chen" },
+        { "id": "optDiego", "component": "SelectItem", "value": "diego", "label": "Diego Ramos" },
+        { "id": "optPriya", "component": "SelectItem", "value": "priya", "label": "Priya Nair" },
+        { "id": "optTom", "component": "SelectItem", "value": "tom", "label": "Tom Okafor" },
+        { "id": "optLena", "component": "SelectItem", "value": "lena", "label": "Lena Fischer" },
+        { "id": "optSam", "component": "SelectItem", "value": "sam", "label": "Sam Whitaker" },
+        {
+          "id": "fcStatus",
+          "component": "FormControl",
+          "label": "Status",
+          "hint": "Pick Blocked if you need help — you'll be called out at the top of the board.",
+          "input": "statusSelect"
+        },
+        {
+          "id": "statusSelect",
+          "component": "Select",
+          "name": "status",
+          "placeholder": "How's it going?",
+          "items": ["optDone", "optInProgress", "optBlocked"]
+        },
+        { "id": "optDone", "component": "SelectItem", "value": "done", "label": "✅ Done" },
+        { "id": "optInProgress", "component": "SelectItem", "value": "in-progress", "label": "🔵 In progress" },
+        { "id": "optBlocked", "component": "SelectItem", "value": "blocked", "label": "🚧 Blocked" },
+        { "id": "fcUpdate", "component": "FormControl", "label": "Your update", "input": "updateArea" },
+        {
+          "id": "updateArea",
+          "component": "TextArea",
+          "name": "update",
+          "rows": 3,
+          "placeholder": "What did you ship? What's next? Anything blocking you?"
+        },
+        { "id": "formButtons", "component": "Buttons", "direction": "row", "buttons": ["submitBtn"] },
+        {
+          "id": "submitBtn",
+          "component": "Button",
+          "label": "Post my update",
+          "variant": "primary",
+          "action": [{ "type": "submit" }]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything you asked for is covered:
+
+1. **Teammates + status updates** — the "Today's updates" table lists all six teammates with their status and update text.
+2. **Blocked call-out** — Priya is flagged in a warning alert at the top, plus a "blocked" stat tile and her 🚧 status in the table.
+3. **Today's date** — shown as a badge in the header.
+4. **Post your own update** — the form at the bottom (name, status, update text, submit button).
+5. **Missing count** — the "1 still missing" stat tile, the 5/6 progress bar, and an info callout naming Sam.
+
+Want me to wire the submit button to actually append a new row to the table, or add per-teammate avatars?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..555c3551c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r2.txt
@@ -0,0 +1,152 @@
+
+
+Here's a complete async standup screen covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Standup Bot"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "blocked-callout", "sep-1", "updates-heading", "team-list", "sep-2", "missing-badge", "sep-3", "post-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Async Standup",
+          "subtitle": "Tuesday, June 24, 2025"
+        },
+        {
+          "id": "blocked-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "🚧 Blocked",
+          "description": "Priya is blocked waiting on API credentials from DevOps. Marcus is blocked on design review from Sarah."
+        },
+        {
+          "id": "sep-1",
+          "component": "Separator"
+        },
+        {
+          "id": "updates-heading",
+          "component": "Heading",
+          "text": "Today's Updates",
+          "level": "h3"
+        },
+        {
+          "id": "team-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["member-1", "member-2", "member-3", "member-4", "member-5"]
+        },
+        {
+          "id": "member-1",
+          "component": "ListItem",
+          "title": "Alex Chen",
+          "subtitle": "✅ Shipped the new onboarding flow to staging. Running QA tests this afternoon."
+        },
+        {
+          "id": "member-2",
+          "component": "ListItem",
+          "title": "Priya Sharma",
+          "subtitle": "🚧 BLOCKED — Waiting on API credentials from DevOps to integrate payment service."
+        },
+        {
+          "id": "member-3",
+          "component": "ListItem",
+          "title": "Marcus Johnson",
+          "subtitle": "🚧 BLOCKED — Need design review from Sarah before proceeding with dashboard layout."
+        },
+        {
+          "id": "member-4",
+          "component": "ListItem",
+          "title": "Yuki Tanaka",
+          "subtitle": "✅ Finished refactoring the auth module. PR #342 is up for review."
+        },
+        {
+          "id": "member-5",
+          "component": "ListItem",
+          "title": "Sofia Reyes",
+          "subtitle": "✅ Wrote unit tests for the notification service. Coverage now at 87%."
+        },
+        {
+          "id": "sep-2",
+          "component": "Separator"
+        },
+        {
+          "id": "missing-badge",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "3 updates still missing",
+          "description": "David Kim, Sarah O'Brien, and Tom Müller have not posted yet. Deadline: 12:00 PM UTC."
+        },
+        {
+          "id": "sep-3",
+          "component": "Separator"
+        },
+        {
+          "id": "post-form",
+          "component": "Form",
+          "name": "post-update",
+          "fields": ["update-field"],
+          "buttons": "submit-btn"
+        },
+        {
+          "id": "update-field",
+          "component": "FormControl",
+          "label": "Your status update",
+          "input": "update-input",
+          "hint": "What did you do yesterday? What are you doing today? Any blockers?"
+        },
+        {
+          "id": "update-input",
+          "component": "TextArea",
+          "name": "status_update",
+          "placeholder": "e.g. Finished the API integration. Today I'll write tests. No blockers.",
+          "rows": 3
+        },
+        {
+          "id": "submit-btn",
+          "component": "Buttons",
+          "buttons": ["btn-post"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-post",
+          "component": "Button",
+          "label": "Post Update",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all five requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Teammate status updates | **ListBlock** with 5 members showing their updates |
+| 2 | Blocked members called out | **Warning Callout** at the top + 🚧 markers on individual entries |
+| 3 | Today's date | Shown in the **CardHeader** subtitle |
+| 4 | Post your own update | **Form** with a TextArea and "Post Update" button |
+| 5 | Missing updates count | **Info TextCallout** showing 3 people haven't posted, with names and deadline |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..62d354fa8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r3.txt
@@ -0,0 +1,201 @@
+
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "blocked-alert", "progress-section", "separator-1", "updates-list", "separator-2", "post-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🗓️ Async Standup — Wednesday, June 18, 2025",
+          "subtitle": "Sprint 14 · Team Phoenix"
+        },
+        {
+          "id": "blocked-alert",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "🚫 Blocked: Priya Patel",
+          "description": "Waiting on design specs for the dashboard component. Needs @design-team to unblock."
+        },
+        {
+          "id": "progress-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["progress-label", "progress-bar"],
+          "direction": "column",
+          "gap": "xs"
+        },
+        {
+          "id": "progress-label",
+          "component": "TextContent",
+          "text": "**4 of 6** updates received · **2 still missing** (Jordan Lee, Emma Wilson)",
+          "size": "small"
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 67,
+          "label": "Standup completion"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "updates-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["update-sarah", "update-marcus", "update-priya", "update-alex"]
+        },
+        {
+          "id": "update-sarah",
+          "component": "ListItem",
+          "title": "Sarah Chen",
+          "subtitle": "Shipped the auth flow refactor. PR #234 is up for review.",
+          "actionLabel": "✅ Done"
+        },
+        {
+          "id": "update-marcus",
+          "component": "ListItem",
+          "title": "Marcus Johnson",
+          "subtitle": "Finished API integration tests. All 47 passing, no regressions.",
+          "actionLabel": "✅ Done"
+        },
+        {
+          "id": "update-priya",
+          "component": "ListItem",
+          "title": "Priya Patel",
+          "subtitle": "Blocked — waiting on design specs for the dashboard component from @design-team.",
+          "actionLabel": "🚫 Blocked"
+        },
+        {
+          "id": "update-alex",
+          "component": "ListItem",
+          "title": "Alex Rivera",
+          "subtitle": "Deployed staging environment v2.3.1. Monitoring for issues through EOD.",
+          "actionLabel": "✅ Done"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "post-form",
+          "component": "Form",
+          "name": "post-update",
+          "fields": ["form-name", "form-status", "form-update"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "form-name",
+          "component": "FormControl",
+          "label": "Your Name",
+          "input": "input-name"
+        },
+        {
+          "id": "input-name",
+          "component": "Input",
+          "name": "name",
+          "placeholder": "e.g. Jordan Lee",
+          "type": "text"
+        },
+        {
+          "id": "form-status",
+          "component": "FormControl",
+          "label": "Status",
+          "input": "select-status"
+        },
+        {
+          "id": "select-status",
+          "component": "Select",
+          "name": "status",
+          "placeholder": "Select your status",
+          "items": ["status-done", "status-blocked", "status-wip"]
+        },
+        {
+          "id": "status-done",
+          "component": "SelectItem",
+          "value": "done",
+          "label": "✅ Done"
+        },
+        {
+          "id": "status-blocked",
+          "component": "SelectItem",
+          "value": "blocked",
+          "label": "🚫 Blocked"
+        },
+        {
+          "id": "status-wip",
+          "component": "SelectItem",
+          "value": "wip",
+          "label": "🔨 In Progress"
+        },
+        {
+          "id": "form-update",
+          "component": "FormControl",
+          "label": "Today's Update",
+          "input": "textarea-update",
+          "hint": "What did you accomplish? What are you working on next? Any blockers?"
+        },
+        {
+          "id": "textarea-update",
+          "component": "TextArea",
+          "name": "update",
+          "placeholder": "Write your standup update here…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit", "btn-clear"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Post Update",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-clear",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your async standup board! It covers all five requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Teammate status updates | Numbered list showing Sarah, Marcus, Priya, and Alex with their updates |
+| 2 | Blocked callout | A prominent **warning banner** at the top highlights Priya as blocked, with context on what she needs |
+| 3 | Today's date | Displayed in the card header: *Wednesday, June 18, 2025* |
+| 4 | Post your own update | A form at the bottom with name, status selector (Done / Blocked / In Progress), and a text area |
+| 5 | Missing updates count | A progress section shows **4 of 6 received** and explicitly names the 2 people who haven't posted yet |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..45bcc8c3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-standup__r4.txt
@@ -0,0 +1,231 @@
+Here's your async standup board — it covers all five requirements: team updates, blocked callout, today's date, a posting form, and a missing-updates tracker.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "async-standup",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "async-standup",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header",
+            "blocked-alert",
+            "progress-bar",
+            "missing-text",
+            "separator-1",
+            "updates-heading",
+            "member-1",
+            "member-2",
+            "member-3",
+            "member-4",
+            "member-5",
+            "member-6",
+            "separator-2",
+            "form-heading",
+            "post-form"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🔄 Async Standup",
+          "subtitle": "Wednesday, June 18, 2025"
+        },
+        {
+          "id": "blocked-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "🚫 Blocked",
+          "description": "Priya Patel is blocked — waiting on design specs for the onboarding flow. Needs input from @design-team."
+        },
+        {
+          "id": "progress-bar",
+          "component": "Progress",
+          "value": 67,
+          "label": "4 of 6 updates received"
+        },
+        {
+          "id": "missing-text",
+          "component": "TextContent",
+          "text": "**2 updates still missing:** Jordan Lee, Emma Wilson",
+          "size": "small"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "updates-heading",
+          "component": "Heading",
+          "text": "Team Updates",
+          "level": "h3"
+        },
+        {
+          "id": "member-1",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-1-text"]
+        },
+        {
+          "id": "member-1-text",
+          "component": "TextContent",
+          "text": "**Sarah Chen** · ✅ Done\n\nFinished the API integration for the payments module. PR #214 is up for review."
+        },
+        {
+          "id": "member-2",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-2-text"]
+        },
+        {
+          "id": "member-2-text",
+          "component": "TextContent",
+          "text": "**Marcus Johnson** · ✅ Done\n\nDeployed the new caching layer to staging. Monitoring error rates for the next 2 hours."
+        },
+        {
+          "id": "member-3",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-3-text"]
+        },
+        {
+          "id": "member-3-text",
+          "component": "TextContent",
+          "text": "**Priya Patel** · 🚫 Blocked\n\nWaiting on design specs for the onboarding flow. Cannot proceed without @design-team input."
+        },
+        {
+          "id": "member-4",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-4-text"]
+        },
+        {
+          "id": "member-4-text",
+          "component": "TextContent",
+          "text": "**Alex Rivera** · ✅ Done\n\nFixed 3 critical bugs in the notification service. All tests passing, ready for QA."
+        },
+        {
+          "id": "member-5",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-5-text"]
+        },
+        {
+          "id": "member-5-text",
+          "component": "TextContent",
+          "text": "**Jordan Lee** · ⏳ No update yet"
+        },
+        {
+          "id": "member-6",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["member-6-text"]
+        },
+        {
+          "id": "member-6-text",
+          "component": "TextContent",
+          "text": "**Emma Wilson** · ⏳ No update yet"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "form-heading",
+          "component": "Heading",
+          "text": "Post Your Update",
+          "level": "h3"
+        },
+        {
+          "id": "post-form",
+          "component": "Form",
+          "name": "standup-update",
+          "fields": ["status-fc", "update-fc"],
+          "buttons": "submit-buttons"
+        },
+        {
+          "id": "status-fc",
+          "component": "FormControl",
+          "label": "Status",
+          "input": "status-select"
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "status",
+          "placeholder": "Select your status…",
+          "items": ["status-done", "status-progress", "status-blocked"]
+        },
+        {
+          "id": "status-done",
+          "component": "SelectItem",
+          "value": "done",
+          "label": "✅ Done"
+        },
+        {
+          "id": "status-progress",
+          "component": "SelectItem",
+          "value": "in-progress",
+          "label": "🔨 In Progress"
+        },
+        {
+          "id": "status-blocked",
+          "component": "SelectItem",
+          "value": "blocked",
+          "label": "🚫 Blocked"
+        },
+        {
+          "id": "update-fc",
+          "component": "FormControl",
+          "label": "Your Update",
+          "input": "update-textarea",
+          "hint": "What did you accomplish? What's next? Any blockers?"
+        },
+        {
+          "id": "update-textarea",
+          "component": "TextArea",
+          "name": "update",
+          "placeholder": "Write your standup update here…",
+          "rows": 4
+        },
+        {
+          "id": "submit-buttons",
+          "component": "Buttons",
+          "buttons": ["submit-btn"]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Post Update",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..b6a2966a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r1.txt
@@ -0,0 +1,137 @@
+
+
+Here's a complete low-inventory warning screen with all four requirements covered:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-alert",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#E65100",
+        "agentDisplayName": "Inventory Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-alert",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["heading", "threshold-alert", "separator-1", "search-section", "separator-2", "inventory-table", "summary-footer"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "text": "⚠️ Low Inventory Alert",
+          "level": "h1"
+        },
+        {
+          "id": "threshold-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Reorder Threshold: 10 units",
+          "description": "Items with 10 or fewer remaining units are flagged below. Adjust threshold in Settings → Inventory Rules."
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "search-section",
+          "component": "FormControl",
+          "label": "Search Items",
+          "input": "search-input",
+          "hint": "Filter by product name or SKU"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "search",
+          "type": "text",
+          "placeholder": "e.g. Wireless Mouse, SKU-4421…"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": ["col-item", "col-sku", "col-remaining", "col-status", "col-action"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": ["Wireless Mouse", "USB-C Cable (2m)", "Mechanical Keyboard", "27\" Monitor Stand", "Webcam HD 1080p", "Laptop Sleeve 15\"", "HDMI Adapter", "Desk Lamp LED"]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["SKU-4421", "SKU-1187", "SKU-3305", "SKU-2290", "SKU-5512", "SKU-6640", "SKU-7783", "SKU-8819"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining Units",
+          "type": "number",
+          "data": [3, 7, 2, 9, 5, 1, 8, 4]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["🔴 Critical", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low", "🔴 Critical", "🟡 Low", "🔴 Critical"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Reorder",
+          "type": "action",
+          "data": ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"]
+        },
+        {
+          "id": "summary-footer",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["summary-text"],
+          "direction": "row",
+          "justify": "between",
+          "align": "center"
+        },
+        {
+          "id": "summary-text",
+          "component": "TextContent",
+          "text": "**8 items** below threshold · **3 critical** (≤ 3 units) · Last scanned: 2 minutes ago",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all four requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Items running low + remaining units | Table with **Item Name**, **SKU**, and **Remaining Units** columns |
+| 2 | Way to reorder each item | **Action column** with a "Reorder" button per row |
+| 3 | Threshold that triggers the warning | **Warning alert banner** at the top stating the 10-unit threshold |
+| 4 | Way to search items | **Search input** with placeholder and hint text for filtering |
+
+The view also includes a status indicator (🔴 Critical / 🟡 Low) and a summary footer showing the total count of flagged items and how many are critically low.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..7928251a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r2.txt
@@ -0,0 +1,157 @@
+
+
+Here's a complete low-inventory warning screen with all four requirements covered:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-warning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#E65100",
+        "agentDisplayName": "Inventory Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-warning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "threshold-callout", "search-section", "separator-1", "inventory-table", "summary-footer"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "⚠️ Low Inventory Alert",
+          "subtitle": "Items below reorder threshold require immediate attention"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Reorder Threshold: 10 units",
+          "description": "Any item with remaining stock at or below 10 units triggers this warning. Threshold is configurable in Settings → Inventory Rules."
+        },
+        {
+          "id": "search-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["search-input"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "search",
+          "type": "text",
+          "placeholder": "Search items by name or SKU…",
+          "accessibility": {
+            "label": "Search inventory items",
+            "description": "Filter the low-inventory list by item name or SKU"
+          }
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": ["col-item", "col-sku", "col-remaining", "col-threshold", "col-status", "col-action"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": ["Wireless Mouse M310", "USB-C Charging Cable 2m", "Mechanical Keyboard K870", "27\" Monitor Stand", "Laptop Sleeve 15\"", "Webcam HD 1080p", "Desk Lamp LED Pro", "HDMI Cable 3m"]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["WM-310-BLK", "UC-2M-WHT", "KB-870-RGB", "MS-27-ALU", "LS-15-GRY", "WC-HD-1080", "DL-LED-PRO", "HC-3M-BLK"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining",
+          "type": "number",
+          "data": [3, 7, 2, 5, 8, 1, 4, 6]
+        },
+        {
+          "id": "col-threshold",
+          "component": "Col",
+          "label": "Threshold",
+          "type": "number",
+          "data": [10, 10, 10, 10, 10, 10, 10, 10]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["🔴 Critical", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Reorder",
+          "type": "action",
+          "data": ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"]
+        },
+        {
+          "id": "summary-footer",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["summary-text", "reorder-all-btn"],
+          "direction": "row",
+          "justify": "between",
+          "align": "center"
+        },
+        {
+          "id": "summary-text",
+          "component": "TextContent",
+          "text": "**8 items** below threshold · **3 critical** (≤ 3 units remaining)",
+          "size": "small"
+        },
+        {
+          "id": "reorder-all-btn",
+          "component": "Button",
+          "label": "Reorder All",
+          "variant": "primary",
+          "size": "small",
+          "action": [{"type": "reorder_all"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all four requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | **Items running low + remaining units** | Table with Item Name, SKU, and Remaining columns showing 8 low-stock products |
+| 2 | **Way to reorder each item** | "Reorder" action column per row + a "Reorder All" bulk button at the bottom |
+| 3 | **Threshold that triggers the warning** | Warning callout at the top stating the 10-unit threshold, plus a Threshold column in the table for per-item reference |
+| 4 | **Way to search items** | Search input field (by name or SKU) placed above the table |
+
+Additional UX details included:
+- **Status indicators** (🔴 Critical / 🟡 Low) for quick visual triage
+- **Summary footer** with counts of affected and critical items
+- **Accessible labels** on the search field
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..029a732b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r3.txt
@@ -0,0 +1,117 @@
+Here's a low-inventory warning view that covers all four requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["heading", "search-control", "threshold-callout", "separator", "inventory-table"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "text": "⚠️ Low Inventory Alert",
+          "level": "h2"
+        },
+        {
+          "id": "search-control",
+          "component": "FormControl",
+          "label": "Search Items",
+          "input": "search-input",
+          "hint": "Filter by item name or SKU"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "search",
+          "type": "text",
+          "placeholder": "e.g. Wireless Mouse, SKU-1042…"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Reorder Threshold: 10 units",
+          "description": "Items falling below 10 remaining units are flagged automatically. Adjust this threshold in Settings → Inventory Rules."
+        },
+        {
+          "id": "separator",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": ["col-item", "col-sku", "col-remaining", "col-threshold", "col-status", "col-action"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": ["Wireless Mouse", "USB-C Cable (2m)", "Mechanical Keyboard", "27\" Monitor Stand", "Webcam HD 1080p"]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["SKU-1042", "SKU-2087", "SKU-3315", "SKU-4190", "SKU-5523"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining",
+          "type": "number",
+          "data": [3, 7, 2, 5, 9]
+        },
+        {
+          "id": "col-threshold",
+          "component": "Col",
+          "label": "Threshold",
+          "type": "number",
+          "data": [10, 10, 10, 10, 10]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["🔴 Critical", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This view covers all four requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | **Items running low + remaining units** | The table lists each item with its current remaining stock and a color-coded status (🔴 Critical / 🟡 Low). |
+| 2 | **Way to reorder** | The "Action" column provides a **Reorder** button for every row. |
+| 3 | **Threshold that triggers the warning** | A prominent warning callout at the top states the threshold is **10 units**, and the table also shows the threshold per item for clarity. |
+| 4 | **Way to search items** | A search input at the top lets users filter by item name or SKU. |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..ef423e107
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-stock__r4.txt
@@ -0,0 +1,163 @@
+Here's a complete low-inventory warning screen that covers all four requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#E65100",
+        "agentDisplayName": "Inventory Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "search-section", "threshold-callout", "separator-1", "table-section", "footer-note"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "⚠️ Low Inventory Alert",
+          "subtitle": "Items below the minimum stock threshold require attention"
+        },
+        {
+          "id": "search-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["search-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "search-inventory",
+          "fields": ["search-input-control"],
+          "buttons": "search-buttons"
+        },
+        {
+          "id": "search-input-control",
+          "component": "FormControl",
+          "label": "Search Items",
+          "input": "search-input",
+          "hint": "Filter by item name, SKU, or category"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "search_query",
+          "type": "text",
+          "placeholder": "e.g. Wireless Mouse, SKU-4402…"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "threshold-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Warning Threshold: 10 units",
+          "description": "Any item with 10 or fewer remaining units triggers this low-inventory alert. Threshold is configurable in Settings → Inventory Rules."
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "table-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["inventory-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "inventory-table",
+          "component": "Table",
+          "columns": ["col-item", "col-sku", "col-category", "col-remaining", "col-status", "col-action"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item Name",
+          "type": "string",
+          "data": ["Wireless Mouse", "USB-C Cable (2m)", "Mechanical Keyboard", "27\" Monitor Stand", "Webcam HD 1080p", "Laptop Sleeve 15\"", "HDMI Adapter", "Desk Lamp LED"]
+        },
+        {
+          "id": "col-sku",
+          "component": "Col",
+          "label": "SKU",
+          "type": "string",
+          "data": ["SKU-1042", "SKU-2287", "SKU-3315", "SKU-4402", "SKU-5519", "SKU-6623", "SKU-7734", "SKU-8841"]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Peripherals", "Cables", "Peripherals", "Accessories", "Peripherals", "Accessories", "Adapters", "Lighting"]
+        },
+        {
+          "id": "col-remaining",
+          "component": "Col",
+          "label": "Remaining",
+          "type": "number",
+          "data": [3, 7, 2, 5, 8, 1, 6, 4]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["🔴 Critical", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low", "🔴 Critical", "🟡 Low", "🟡 Low"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Reorder",
+          "type": "action",
+          "data": ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"]
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "**8 items** are currently below the threshold of **10 units**. Last inventory sync: 2 minutes ago.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This screen covers all four requirements:
+
+| # | Requirement | How It's Covered |
+|---|---|---|
+| 1 | **Items running low + remaining units** | The table lists 8 items with their names, SKUs, categories, and exact remaining unit counts (all ≤ 10). |
+| 2 | **Way to reorder each item** | The "Reorder" action column provides a per-row reorder button for every item. |
+| 3 | **Threshold that triggers the warning** | A prominent warning callout states the threshold is **10 units** and notes it's configurable. |
+| 4 | **Way to search items** | A search form at the top lets users filter by item name, SKU, or category. |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..5398df023
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r1.txt
@@ -0,0 +1,265 @@
+Here's a complete support lead morning dashboard covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Support Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "metrics-row", "filter-section", "tickets-table", "new-ticket-dialog"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Good Morning, Support Lead",
+          "subtitle": "Here's your team's queue overview for today"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["open-tickets-card", "avg-response-card"]
+        },
+        {
+          "id": "open-tickets-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["open-tickets-label", "open-tickets-value"]
+        },
+        {
+          "id": "open-tickets-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small"
+        },
+        {
+          "id": "open-tickets-value",
+          "component": "TextContent",
+          "text": "**47**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "avg-response-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["avg-response-label", "avg-response-value"]
+        },
+        {
+          "id": "avg-response-label",
+          "component": "TextContent",
+          "text": "Avg First-Response Time",
+          "size": "small"
+        },
+        {
+          "id": "avg-response-value",
+          "component": "TextContent",
+          "text": "**12m 34s**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "filter-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["filter-label", "priority-filter"]
+        },
+        {
+          "id": "filter-label",
+          "component": "Label",
+          "text": "Filter by priority:"
+        },
+        {
+          "id": "priority-filter",
+          "component": "Select",
+          "name": "priorityFilter",
+          "placeholder": "All Priorities",
+          "size": "small",
+          "items": ["filter-all", "filter-high", "filter-medium", "filter-low"]
+        },
+        {
+          "id": "filter-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Priorities"
+        },
+        {
+          "id": "filter-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🔴 High Only"
+        },
+        {
+          "id": "filter-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "🟡 Medium"
+        },
+        {
+          "id": "filter-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "🟢 Low"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-created"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "data": ["#1042", "#1041", "#1039", "#1037", "#1035"]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "data": ["Payment gateway timeout errors", "SSO login failing for enterprise users", "Dashboard widgets not loading", "Email notifications delayed by 2+ hrs", "API rate limit exceeded for partner"]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 High", "🔴 High", "🟡 Medium", "🟡 Medium", "🟢 Low"]
+        },
+        {
+          "id": "col-created",
+          "component": "Col",
+          "label": "Created",
+          "data": ["8:42 AM", "8:15 AM", "7:58 AM", "7:30 AM", "6:55 AM"]
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "＋ New Ticket",
+          "triggerVariant": "default",
+          "title": "Create New Ticket",
+          "description": "Fill in the details below to open a new support ticket.",
+          "content": ["new-ticket-form"]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "newTicketForm",
+          "fields": ["field-subject", "field-priority", "field-description"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "Brief summary of the issue"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": ["sp-high", "sp-medium", "sp-low"]
+        },
+        {
+          "id": "sp-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High"
+        },
+        {
+          "id": "sp-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "Medium"
+        },
+        {
+          "id": "sp-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "textarea-description"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the issue in detail...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit", "btn-cancel"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Create Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all five requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Open ticket count | **47** displayed prominently in a metric card |
+| 2 | Avg first-response time | **12m 34s** in a second metric card |
+| 3 | Five most recent tickets | Table with Ticket ID, Subject, Priority, and Created time |
+| 4 | Narrow to high-priority | A **Select filter** at the top of the table with "🔴 High Only" option |
+| 5 | Open a new ticket | A **"＋ New Ticket"** button that opens a dialog with a full form (subject, priority, description) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..fa2c8953e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r2.txt
@@ -0,0 +1,242 @@
+Here's a support lead's morning dashboard covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-morning",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["heading", "metrics-row", "separator-1", "actions-row", "tickets-table"]
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "text": "☀️ Morning Dashboard",
+          "level": "h2"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear",
+          "children": ["metric-open", "metric-response"]
+        },
+        {
+          "id": "metric-open",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["metric-open-label", "metric-open-value"]
+        },
+        {
+          "id": "metric-open-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small"
+        },
+        {
+          "id": "metric-open-value",
+          "component": "TextContent",
+          "text": "47",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-response",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["metric-response-label", "metric-response-value"]
+        },
+        {
+          "id": "metric-response-label",
+          "component": "TextContent",
+          "text": "Avg First-Response Time",
+          "size": "small"
+        },
+        {
+          "id": "metric-response-value",
+          "component": "TextContent",
+          "text": "12m 34s",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "justify": "between",
+          "align": "center",
+          "variant": "clear",
+          "children": ["filter-btn", "new-ticket-dialog"]
+        },
+        {
+          "id": "filter-btn",
+          "component": "Button",
+          "label": "🔴 Show High-Priority Only",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "＋ New Ticket",
+          "triggerVariant": "default",
+          "title": "Create New Ticket",
+          "description": "Fill in the details below to open a new support ticket.",
+          "content": ["new-ticket-form"]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "new-ticket",
+          "fields": ["field-subject", "field-priority", "field-description"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "Brief summary of the issue",
+          "type": "text",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": ["priority-critical", "priority-high", "priority-medium", "priority-low"],
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "priority-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "🔴 Critical"
+        },
+        {
+          "id": "priority-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🟠 High"
+        },
+        {
+          "id": "priority-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "🟡 Medium"
+        },
+        {
+          "id": "priority-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "🟢 Low"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "textarea-description"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the issue in detail…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit-ticket"]
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Submit Ticket",
+          "variant": "primary"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-status", "col-created"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "data": ["TK-1042", "TK-1041", "TK-1039", "TK-1037", "TK-1035"]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "data": ["Payment gateway timeout", "SSO login loop", "Dashboard charts not loading", "Email notifications delayed", "API rate limit errors"]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟠 High", "🟠 High", "🟡 Medium", "🟢 Low"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["New", "In Progress", "New", "In Progress", "New"]
+        },
+        {
+          "id": "col-created",
+          "component": "Col",
+          "label": "Created",
+          "data": ["8:02 AM", "7:45 AM", "7:31 AM", "Yesterday 6:12 PM", "Yesterday 4:58 PM"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all five requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Open ticket count | **47** displayed in a sunk metric card |
+| 2 | Avg first-response time | **12m 34s** in a matching metric card |
+| 3 | Five most recent tickets + priority | Table with Ticket ID, Subject, Priority, Status, and Created columns |
+| 4 | Narrow to high-priority only | "Show High-Priority Only" button above the table |
+| 5 | Open a new ticket | "＋ New Ticket" button that opens a dialog with a full form (subject, priority select, description) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..b15b127b7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r3.txt
@@ -0,0 +1,271 @@
+
+
+Here's a complete morning dashboard for a support lead, covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Support Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "stats-row", "separator", "controls-row", "tickets-table"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Morning Dashboard",
+          "subtitle": "Tuesday, June 17 · Support Lead View"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear",
+          "children": ["stat-open", "stat-response"]
+        },
+        {
+          "id": "stat-open",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["stat-open-label", "stat-open-value"]
+        },
+        {
+          "id": "stat-open-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small"
+        },
+        {
+          "id": "stat-open-value",
+          "component": "TextContent",
+          "text": "47",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stat-response",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["stat-response-label", "stat-response-value"]
+        },
+        {
+          "id": "stat-response-label",
+          "component": "TextContent",
+          "text": "Avg First-Response Time",
+          "size": "small"
+        },
+        {
+          "id": "stat-response-value",
+          "component": "TextContent",
+          "text": "12m 34s",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator",
+          "component": "Separator"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "variant": "clear",
+          "children": ["filter-switch", "new-ticket-dialog"]
+        },
+        {
+          "id": "filter-switch",
+          "component": "SwitchGroup",
+          "name": "priority-filter",
+          "variant": "clear",
+          "items": ["filter-item"]
+        },
+        {
+          "id": "filter-item",
+          "component": "SwitchItem",
+          "name": "high-priority-only",
+          "label": "High Priority Only",
+          "description": "Show only Critical and High tickets",
+          "defaultChecked": false
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ New Ticket",
+          "triggerVariant": "default",
+          "title": "Create New Ticket",
+          "description": "Fill in the details below to open a new support ticket.",
+          "content": ["new-ticket-form"]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "new-ticket",
+          "buttons": "form-buttons",
+          "fields": ["field-subject", "field-priority", "field-description"]
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject",
+          "hint": "Brief summary of the issue"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "type": "text",
+          "placeholder": "e.g. Login page returning 500 error"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority level",
+          "items": ["priority-critical", "priority-high", "priority-medium", "priority-low"]
+        },
+        {
+          "id": "priority-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "🔴 Critical"
+        },
+        {
+          "id": "priority-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🟠 High"
+        },
+        {
+          "id": "priority-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "🟡 Medium"
+        },
+        {
+          "id": "priority-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "🟢 Low"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "textarea-description",
+          "hint": "Provide as much detail as possible"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the issue, steps to reproduce, expected behavior…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit", "btn-cancel"]
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Create Ticket",
+          "variant": "primary",
+          "type": "normal"
+        },
+        {
+          "id": "btn-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "type": "normal"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-created"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "type": "string",
+          "data": ["TK-1042", "TK-1041", "TK-1039", "TK-1038", "TK-1035"]
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "type": "string",
+          "data": [
+            "Payment gateway timeout on checkout",
+            "SSO login loop for enterprise users",
+            "Dashboard widgets not loading",
+            "API rate limit hit unexpectedly",
+            "Email notifications delayed by 2+ hours"
+          ]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["🔴 Critical", "🔴 Critical", "🟠 High", "🟡 Medium", "🟢 Low"]
+        },
+        {
+          "id": "col-created",
+          "component": "Col",
+          "label": "Created",
+          "type": "string",
+          "data": ["8:42 AM", "8:15 AM", "7:58 AM", "Yesterday 6:30 PM", "Yesterday 4:12 PM"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Open ticket count | Stat card showing **47** |
+| 2 | Avg first-response time | Stat card showing **12m 34s** |
+| 3 | Five most recent tickets + priority | Table with Ticket ID, Subject, Priority badge, and Created time |
+| 4 | Narrow to high-priority only | Toggle switch labeled *"High Priority Only"* above the table |
+| 5 | Open a new ticket | **"+ New Ticket"** button that opens a dialog with a full form (subject, priority select, description) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..9ef0c61c5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b2-support__r4.txt
@@ -0,0 +1,266 @@
+
+
+Here's a complete support lead morning dashboard covering all five requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "support-lead-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Support Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "support-lead-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "metrics-row", "filter-row", "tickets-table", "new-ticket-dialog"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "☀️ Good Morning — Support Lead Dashboard",
+          "subtitle": "Here's your team's snapshot for today"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-open", "metric-response"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "metric-open",
+          "component": "Card",
+          "children": ["metric-open-label", "metric-open-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "metric-open-label",
+          "component": "TextContent",
+          "text": "Open Tickets",
+          "size": "small"
+        },
+        {
+          "id": "metric-open-value",
+          "component": "TextContent",
+          "text": "**47**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-response",
+          "component": "Card",
+          "children": ["metric-response-label", "metric-response-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "metric-response-label",
+          "component": "TextContent",
+          "text": "Avg First-Response Time",
+          "size": "small"
+        },
+        {
+          "id": "metric-response-value",
+          "component": "TextContent",
+          "text": "**12 min**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "filter-row",
+          "component": "Card",
+          "children": ["filter-buttons"],
+          "direction": "row",
+          "variant": "clear"
+        },
+        {
+          "id": "filter-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-all", "btn-high-priority"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-all",
+          "component": "Button",
+          "label": "All Tickets",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "btn-high-priority",
+          "component": "Button",
+          "label": "🔴 High Priority Only",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "tickets-table",
+          "component": "Table",
+          "columns": ["col-id", "col-subject", "col-priority", "col-status", "col-age"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Ticket",
+          "data": ["#1042", "#1041", "#1039", "#1038", "#1035"],
+          "type": "string"
+        },
+        {
+          "id": "col-subject",
+          "component": "Col",
+          "label": "Subject",
+          "data": [
+            "Payment gateway timeout on checkout",
+            "Unable to reset password via email link",
+            "API rate-limit errors for enterprise plan",
+            "Dashboard charts not loading on Safari",
+            "SSO integration failing after IdP cert rotation"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟠 High", "🔴 Critical", "🟡 Medium", "🟠 High"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Unassigned", "In Progress", "Unassigned", "In Progress", "Waiting on Customer"],
+          "type": "string"
+        },
+        {
+          "id": "col-age",
+          "component": "Col",
+          "label": "Opened",
+          "data": ["8 min ago", "22 min ago", "1 hr ago", "2 hrs ago", "3 hrs ago"],
+          "type": "string"
+        },
+        {
+          "id": "new-ticket-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "＋ New Ticket",
+          "title": "Create New Ticket",
+          "description": "Fill in the details below to open a new support ticket.",
+          "triggerVariant": "default",
+          "content": ["new-ticket-form"]
+        },
+        {
+          "id": "new-ticket-form",
+          "component": "Form",
+          "name": "new-ticket",
+          "fields": ["field-subject", "field-priority", "field-description"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-subject"
+        },
+        {
+          "id": "input-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "Brief summary of the issue",
+          "type": "text",
+          "rules": [{"required": true}]
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "select-priority"
+        },
+        {
+          "id": "select-priority",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority level",
+          "items": ["opt-critical", "opt-high", "opt-medium", "opt-low"]
+        },
+        {
+          "id": "opt-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "🔴 Critical"
+        },
+        {
+          "id": "opt-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🟠 High"
+        },
+        {
+          "id": "opt-medium",
+          "component": "SelectItem",
+          "value": "medium",
+          "label": "🟡 Medium"
+        },
+        {
+          "id": "opt-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "🟢 Low"
+        },
+        {
+          "id": "field-description",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "textarea-description",
+          "hint": "Include steps to reproduce, expected vs actual behavior."
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the issue in detail…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit-ticket"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit-ticket",
+          "component": "Button",
+          "label": "Create Ticket",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Open ticket count | Large metric card showing **47** |
+| 2 | Avg first-response time | Large metric card showing **12 min** |
+| 3 | Five most recent tickets + priority | Table with Ticket ID, Subject, Priority, Status, and Age columns |
+| 4 | Narrow to high-priority only | "🔴 High Priority Only" filter button above the table |
+| 5 | Open a new ticket | "＋ New Ticket" button that launches a dialog with a full form (subject, priority select, description) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..3085ed795
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,415 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "clinic-day-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "ClinicDesk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "clinic-day-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-row", "stats-row", "next-patient-callout", "appointments-section", "rooms-section", "checkin-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "children": ["header-content"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "header-content",
+          "component": "Card",
+          "children": ["day-title", "date-nav-buttons"],
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "variant": "clear"
+        },
+        {
+          "id": "day-title",
+          "component": "Heading",
+          "text": "📅 Today — Wednesday, June 18, 2025",
+          "level": "h2"
+        },
+        {
+          "id": "date-nav-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-prev-day", "btn-today", "btn-next-day"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-prev-day",
+          "component": "Button",
+          "label": "← Prev Day",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{"type": "navigate", "direction": "previous"}]
+        },
+        {
+          "id": "btn-today",
+          "component": "Button",
+          "label": "Today",
+          "variant": "primary",
+          "size": "small",
+          "action": [{"type": "navigate", "direction": "today"}]
+        },
+        {
+          "id": "btn-next-day",
+          "component": "Button",
+          "label": "Next Day →",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{"type": "navigate", "direction": "next"}]
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "children": ["stat-patients", "stat-noshow"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "stat-patients",
+          "component": "Card",
+          "children": ["stat-patients-content"],
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "stat-patients-content",
+          "component": "Card",
+          "children": ["stat-patients-label", "stat-patients-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "stat-patients-label",
+          "component": "TextContent",
+          "text": "Patients Expected Today",
+          "size": "small"
+        },
+        {
+          "id": "stat-patients-value",
+          "component": "TextContent",
+          "text": "**24 patients**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stat-noshow",
+          "component": "Card",
+          "children": ["stat-noshow-content"],
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "stat-noshow-content",
+          "component": "Card",
+          "children": ["stat-noshow-label", "stat-noshow-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "stat-noshow-label",
+          "component": "TextContent",
+          "text": "No-Show Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "stat-noshow-value",
+          "component": "TextContent",
+          "text": "**8.3%** (12 of 145)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "next-patient-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "🔔 Next Patient to Call",
+          "description": "Maria Gonzalez — 9:30 AM — Dr. Patel — Room 3 — Annual Physical"
+        },
+        {
+          "id": "appointments-section",
+          "component": "Card",
+          "children": ["appointments-header", "appointments-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "appointments-header",
+          "component": "CardHeader",
+          "title": "Today's Appointments",
+          "subtitle": "24 scheduled · 6 checked in · 1 in progress"
+        },
+        {
+          "id": "appointments-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-provider", "col-room", "col-type", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:30 PM", "2:00 PM", "2:30 PM", "3:00 PM", "3:30 PM", "4:00 PM", "4:30 PM"],
+          "type": "string"
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "data": ["James Whitfield", "Aisha Rahman", "Carlos Mendez", "Maria Gonzalez", "Linda Okafor", "Robert Chen", "Susan Park", "David Nguyen", "Emily Torres", "Michael Brown", "Fatima Al-Said", "John Petersen", "Grace Kim", "Thomas Wright", "Nadia Hussain", "Kevin O'Brien"],
+          "type": "string"
+        },
+        {
+          "id": "col-provider",
+          "component": "Col",
+          "label": "Provider",
+          "data": ["Dr. Patel", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Nguyen", "Dr. Patel"],
+          "type": "string"
+        },
+        {
+          "id": "col-room",
+          "component": "Col",
+          "label": "Room",
+          "data": ["1", "2", "4", "3", "1", "2", "4", "3", "1", "2", "4", "3", "1", "2", "4", "3"],
+          "type": "string"
+        },
+        {
+          "id": "col-type",
+          "component": "Col",
+          "label": "Visit Type",
+          "data": ["Follow-up", "New Patient", "Urgent", "Annual Physical", "Lab Review", "Follow-up", "Vaccination", "Chronic Mgmt", "Follow-up", "New Patient", "Referral", "Annual Physical", "Urgent", "Follow-up", "Lab Review", "Chronic Mgmt"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Checked In", "✅ Checked In", "✅ Checked In", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting", "⏳ Waiting"],
+          "type": "string"
+        },
+        {
+          "id": "rooms-section",
+          "component": "Card",
+          "children": ["rooms-header", "rooms-tags"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "rooms-header",
+          "component": "CardHeader",
+          "title": "Room Availability — Right Now",
+          "subtitle": "3 of 6 rooms available"
+        },
+        {
+          "id": "rooms-tags",
+          "component": "TagBlock",
+          "tags": ["🟢 Room 5 — Free", "🟢 Room 6 — Free", "🟢 Room 7 — Free", "🔴 Room 1 — Occupied (J. Whitfield)", "🔴 Room 2 — Occupied (A. Rahman)", "🔴 Room 3 — Occupied (C. Mendez)"]
+        },
+        {
+          "id": "checkin-section",
+          "component": "Card",
+          "children": ["checkin-header", "checkin-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "checkin-header",
+          "component": "CardHeader",
+          "title": "✅ Check In a Patient",
+          "subtitle": "Select the patient and assign a room"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "checkin-form",
+          "fields": ["fc-patient-select", "fc-room-select"],
+          "buttons": "checkin-buttons"
+        },
+        {
+          "id": "fc-patient-select",
+          "component": "FormControl",
+          "label": "Patient",
+          "input": "patient-select",
+          "hint": "Select the arriving patient"
+        },
+        {
+          "id": "patient-select",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Choose patient…",
+          "items": ["ps-maria", "ps-linda", "ps-robert", "ps-susan", "ps-david", "ps-emily", "ps-michael", "ps-fatima", "ps-john", "ps-grace", "ps-thomas", "ps-nadia", "ps-kevin"]
+        },
+        {
+          "id": "ps-maria",
+          "component": "SelectItem",
+          "value": "maria-gonzalez",
+          "label": "Maria Gonzalez — 9:30 AM"
+        },
+        {
+          "id": "ps-linda",
+          "component": "SelectItem",
+          "value": "linda-okafor",
+          "label": "Linda Okafor — 10:00 AM"
+        },
+        {
+          "id": "ps-robert",
+          "component": "SelectItem",
+          "value": "robert-chen",
+          "label": "Robert Chen — 10:30 AM"
+        },
+        {
+          "id": "ps-susan",
+          "component": "SelectItem",
+          "value": "susan-park",
+          "label": "Susan Park — 11:00 AM"
+        },
+        {
+          "id": "ps-david",
+          "component": "SelectItem",
+          "value": "david-nguyen",
+          "label": "David Nguyen — 11:30 AM"
+        },
+        {
+          "id": "ps-emily",
+          "component": "SelectItem",
+          "value": "emily-torres",
+          "label": "Emily Torres — 1:00 PM"
+        },
+        {
+          "id": "ps-michael",
+          "component": "SelectItem",
+          "value": "michael-brown",
+          "label": "Michael Brown — 1:30 PM"
+        },
+        {
+          "id": "ps-fatima",
+          "component": "SelectItem",
+          "value": "fatima-al-said",
+          "label": "Fatima Al-Said — 2:00 PM"
+        },
+        {
+          "id": "ps-john",
+          "component": "SelectItem",
+          "value": "john-petersen",
+          "label": "John Petersen — 2:30 PM"
+        },
+        {
+          "id": "ps-grace",
+          "component": "SelectItem",
+          "value": "grace-kim",
+          "label": "Grace Kim — 3:00 PM"
+        },
+        {
+          "id": "ps-thomas",
+          "component": "SelectItem",
+          "value": "thomas-wright",
+          "label": "Thomas Wright — 3:30 PM"
+        },
+        {
+          "id": "ps-nadia",
+          "component": "SelectItem",
+          "value": "nadia-hussain",
+          "label": "Nadia Hussain — 4:00 PM"
+        },
+        {
+          "id": "ps-kevin",
+          "component": "SelectItem",
+          "value": "kevin-obrien",
+          "label": "Kevin O'Brien — 4:30 PM"
+        },
+        {
+          "id": "fc-room-select",
+          "component": "FormControl",
+          "label": "Assign Room",
+          "input": "room-select",
+          "hint": "Only available rooms shown"
+        },
+        {
+          "id": "room-select",
+          "component": "Select",
+          "name": "room",
+          "placeholder": "Choose room…",
+          "items": ["ri-room5", "ri-room6", "ri-room7"]
+        },
+        {
+          "id": "ri-room5",
+          "component": "SelectItem",
+          "value": "room-5",
+          "label": "Room 5"
+        },
+        {
+          "id": "ri-room6",
+          "component": "SelectItem",
+          "value": "room-6",
+          "label": "Room 6"
+        },
+        {
+          "id": "ri-room7",
+          "component": "SelectItem",
+          "value": "room-7",
+          "label": "Room 7"
+        },
+        {
+          "id": "checkin-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-checkin", "btn-noshow"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-checkin",
+          "component": "Button",
+          "label": "✓ Check In",
+          "variant": "primary",
+          "action": [{"type": "submit", "form": "checkin-form"}]
+        },
+        {
+          "id": "btn-noshow",
+          "component": "Button",
+          "label": "✗ Mark No-Show",
+          "variant": "secondary",
+          "type": "destructive",
+          "action": [{"type": "submit", "form": "checkin-form", "action": "no-show"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Clinic Receptionist Day View** — a single screen covering all 7 requirements:
+
+| # | Requirement | Where it lives |
+|---|---|---|
+| 1 | Today's appointments | Full table with time, patient, provider, room, visit type & status |
+| 2 | Patients expected | Stat card: **24 patients** |
+| 3 | No-show rate | Stat card: **8.3%** (12 of 145 this month) |
+| 4 | Rooms free now | Tag block showing 3 free (🟢) and 3 occupied (🔴) |
+| 5 | Next patient called | Blue callout banner: **Maria Gonzalez, 9:30 AM, Room 3** |
+| 6 | Check a patient in | Form with patient dropdown + room assignment + Check In / No-Show buttons |
+| 7 | Move to another day | ← Prev Day / Today / Next Day → buttons in the header |
+
+The layout is designed for quick scanning at a front desk — key stats up top, the actionable "next patient" callout immediately visible, and the check-in form at the bottom for when a patient walks up.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..37b2bdafe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,304 @@
+
+
+Here's a complete single-screen day view for the clinic front desk:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-frontdesk-day-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F766E",
+      "agentDisplayName": "Maple Grove Family Clinic"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-frontdesk-day-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "dateNav", "statsRow", "roomsCard", "nextCard", "apptHeading", "apptTable", "apptSummary", "checkinCard"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Front Desk · Day View",
+        "subtitle": "Wednesday, May 14, 2025 · 9:32 AM · Maple Grove Family Clinic"
+      },
+      {
+        "id": "dateNav",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": ["btnPrevDay", "dayPicker", "btnNextDay", "btnToday"]
+      },
+      {
+        "id": "btnPrevDay",
+        "component": "Button",
+        "label": "← Prev day",
+        "variant": "secondary",
+        "action": [{ "event": "changeDay", "offset": -1 }],
+        "accessibility": { "label": "Previous day", "description": "Show the schedule for the previous day" }
+      },
+      {
+        "id": "dayPicker",
+        "component": "DatePicker",
+        "name": "visitDate",
+        "mode": "single",
+        "value": ["2025-05-14"],
+        "accessibility": { "label": "Select day", "description": "Jump directly to a specific day's schedule" }
+      },
+      {
+        "id": "btnNextDay",
+        "component": "Button",
+        "label": "Next day →",
+        "variant": "secondary",
+        "action": [{ "event": "changeDay", "offset": 1 }],
+        "accessibility": { "label": "Next day", "description": "Show the schedule for the next day" }
+      },
+      {
+        "id": "btnToday",
+        "component": "Button",
+        "label": "Jump to today",
+        "variant": "tertiary",
+        "action": [{ "event": "changeDay", "offset": "today" }],
+        "accessibility": { "label": "Jump to today" }
+      },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["statExpected", "statNoShow", "statRooms"]
+      },
+      {
+        "id": "statExpected",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["statExpectedValue", "statExpectedLabel"]
+      },
+      { "id": "statExpectedValue", "component": "TextContent", "text": "16", "size": "large-heavy" },
+      { "id": "statExpectedLabel", "component": "TextContent", "text": "Patients expected today · 6 arrived", "size": "small" },
+      {
+        "id": "statNoShow",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["statNoShowValue", "statNoShowLabel"]
+      },
+      { "id": "statNoShowValue", "component": "TextContent", "text": "8.3%", "size": "large-heavy" },
+      { "id": "statNoShowLabel", "component": "TextContent", "text": "No-show rate this month · 12 of 145 visits", "size": "small" },
+      {
+        "id": "statRooms",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["statRoomsValue", "statRoomsLabel"]
+      },
+      { "id": "statRoomsValue", "component": "TextContent", "text": "3 of 5", "size": "large-heavy" },
+      { "id": "statRoomsLabel", "component": "TextContent", "text": "Rooms free right now", "size": "small" },
+      {
+        "id": "roomsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["roomsHeader", "roomsRow"]
+      },
+      {
+        "id": "roomsHeader",
+        "component": "CardHeader",
+        "title": "Rooms right now",
+        "subtitle": "Live at 9:32 AM · Room 2 is prepped for the next patient"
+      },
+      {
+        "id": "roomsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "s",
+        "wrap": true,
+        "children": ["tagRoom1", "tagRoom2", "tagRoom3", "tagRoom4", "tagRoom5"]
+      },
+      { "id": "tagRoom1", "component": "Tag", "text": "Room 1 · Available", "variant": "success" },
+      { "id": "tagRoom2", "component": "Tag", "text": "Room 2 · Available", "variant": "success" },
+      { "id": "tagRoom3", "component": "Tag", "text": "Room 3 · In use (M. Lee)", "variant": "neutral" },
+      { "id": "tagRoom4", "component": "Tag", "text": "Room 4 · In use (P. Shah)", "variant": "neutral" },
+      { "id": "tagRoom5", "component": "Tag", "text": "Room 5 · Available", "variant": "success" },
+      {
+        "id": "nextCard",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": ["nextInfo", "nextActions"]
+      },
+      {
+        "id": "nextInfo",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": ["nextTag", "nextName", "nextMeta"]
+      },
+      { "id": "nextTag", "component": "Tag", "text": "Next patient to be called", "variant": "info" },
+      { "id": "nextName", "component": "TextContent", "text": "Amara Osei", "size": "large-heavy" },
+      { "id": "nextMeta", "component": "TextContent", "text": "9:40 AM · Dr. Patel · Room 2 · Annual physical · Arrived 9:21 AM", "size": "small" },
+      { "id": "nextActions", "component": "Buttons", "direction": "row", "buttons": ["callBtn"] },
+      {
+        "id": "callBtn",
+        "component": "Button",
+        "label": "Call patient",
+        "variant": "primary",
+        "action": [{ "event": "callPatient", "appointmentId": "apt-006" }],
+        "accessibility": { "label": "Call Amara Osei", "description": "Announce the next patient in the waiting room" }
+      },
+      { "id": "apptHeading", "component": "Heading", "text": "Today's appointments", "level": "h2" },
+      {
+        "id": "apptTable",
+        "component": "Table",
+        "columns": ["colTime", "colPatient", "colProvider", "colRoom", "colStatus"]
+      },
+      {
+        "id": "colTime",
+        "component": "Col",
+        "label": "Time",
+        "data": ["8:00 AM", "8:20 AM", "8:40 AM", "9:00 AM", "9:20 AM", "9:40 AM", "10:00 AM", "10:20 AM", "10:40 AM", "11:00 AM", "11:20 AM", "11:40 AM", "1:00 PM", "1:20 PM", "1:40 PM", "2:00 PM"]
+      },
+      {
+        "id": "colPatient",
+        "component": "Col",
+        "label": "Patient",
+        "data": ["James Whitfield", "Lucia Ramirez", "Theo Brandt", "Priya Shah", "Marcus Lee", "Amara Osei", "Daniel Kim", "Sofia Marino", "Henry Adams", "Grace Njoroge", "Owen Gallagher", "Mei Tanaka", "Felix Duarte", "Hannah Weiss", "Kwame Mensah", "Iris Kovacs"]
+      },
+      {
+        "id": "colProvider",
+        "component": "Col",
+        "label": "Provider",
+        "data": ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Okafor", "Dr. Nguyen", "Dr. Patel", "Dr. Okafor", "Dr. Nguyen", "Dr. Patel", "Dr. Okafor", "Dr. Nguyen", "Dr. Patel", "Dr. Okafor", "Dr. Nguyen", "Dr. Patel", "Dr. Okafor"]
+      },
+      {
+        "id": "colRoom",
+        "component": "Col",
+        "label": "Room",
+        "data": ["Room 1", "Room 3", "Room 1", "Room 4", "Room 3", "Room 2", "Room 4", "Room 3", "Room 2", "Room 5", "Room 3", "Room 2", "Room 4", "Room 3", "Room 2", "Room 5"]
+      },
+      {
+        "id": "colStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": ["Completed", "Completed", "Completed", "Checked in", "In room", "Next up", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"]
+      },
+      {
+        "id": "apptSummary",
+        "component": "TextContent",
+        "text": "3 completed · 3 in the clinic · 10 still to come",
+        "size": "small"
+      },
+      {
+        "id": "checkinCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["checkinHeader", "checkinForm"]
+      },
+      {
+        "id": "checkinHeader",
+        "component": "CardHeader",
+        "title": "Check in a patient",
+        "subtitle": "Pick the patient from today's schedule, assign a room, and confirm arrival"
+      },
+      {
+        "id": "checkinForm",
+        "component": "Form",
+        "name": "patient-checkin",
+        "fields": ["fcPatient", "fcRoom"],
+        "buttons": "checkinButtons"
+      },
+      {
+        "id": "fcPatient",
+        "component": "FormControl",
+        "label": "Patient",
+        "input": "patientSelect",
+        "hint": "Lists upcoming appointments for the selected day"
+      },
+      {
+        "id": "patientSelect",
+        "component": "Select",
+        "name": "patient",
+        "placeholder": "Select a patient…",
+        "items": ["sel-amara", "sel-daniel", "sel-sofia", "sel-henry", "sel-grace", "sel-owen", "sel-mei", "sel-felix", "sel-hannah", "sel-kwame", "sel-iris"],
+        "accessibility": { "label": "Patient to check in" }
+      },
+      { "id": "sel-amara", "component": "SelectItem", "value": "apt-006", "label": "Amara Osei — 9:40 AM · Dr. Patel" },
+      { "id": "sel-daniel", "component": "SelectItem", "value": "apt-007", "label": "Daniel Kim — 10:00 AM · Dr. Okafor" },
+      { "id": "sel-sofia", "component": "SelectItem", "value": "apt-008", "label": "Sofia Marino — 10:20 AM · Dr. Nguyen" },
+      { "id": "sel-henry", "component": "SelectItem", "value": "apt-009", "label": "Henry Adams — 10:40 AM · Dr. Patel" },
+      { "id": "sel-grace", "component": "SelectItem", "value": "apt-010", "label": "Grace Njoroge — 11:00 AM · Dr. Okafor" },
+      { "id": "sel-owen", "component": "SelectItem", "value": "apt-011", "label": "Owen Gallagher — 11:20 AM · Dr. Nguyen" },
+      { "id": "sel-mei", "component": "SelectItem", "value": "apt-012", "label": "Mei Tanaka — 11:40 AM · Dr. Patel" },
+      { "id": "sel-felix", "component": "SelectItem", "value": "apt-013", "label": "Felix Duarte — 1:00 PM · Dr. Okafor" },
+      { "id": "sel-hannah", "component": "SelectItem", "value": "apt-014", "label": "Hannah Weiss — 1:20 PM · Dr. Nguyen" },
+      { "id": "sel-kwame", "component": "SelectItem", "value": "apt-015", "label": "Kwame Mensah — 1:40 PM · Dr. Patel" },
+      { "id": "sel-iris", "component": "SelectItem", "value": "apt-016", "label": "Iris Kovacs — 2:00 PM · Dr. Okafor" },
+      {
+        "id": "fcRoom",
+        "component": "FormControl",
+        "label": "Room",
+        "input": "roomSelect",
+        "hint": "Free rooms right now: 1, 2, and 5"
+      },
+      {
+        "id": "roomSelect",
+        "component": "Select",
+        "name": "room",
+        "placeholder": "Auto-assign",
+        "items": ["roomOpt1", "roomOpt2", "roomOpt5"],
+        "accessibility": { "label": "Assign room" }
+      },
+      { "id": "roomOpt1", "component": "SelectItem", "value": "room-1", "label": "Room 1" },
+      { "id": "roomOpt2", "component": "SelectItem", "value": "room-2", "label": "Room 2" },
+      { "id": "roomOpt5", "component": "SelectItem", "value": "room-5", "label": "Room 5" },
+      { "id": "checkinButtons", "component": "Buttons", "direction": "row", "buttons": ["checkinBtn"] },
+      {
+        "id": "checkinBtn",
+        "component": "Button",
+        "label": "Check in patient",
+        "variant": "primary",
+        "action": [{ "event": "checkIn", "form": "patient-checkin" }],
+        "accessibility": { "label": "Check in patient", "description": "Confirms the selected patient's arrival and updates the schedule" }
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+Every requirement is covered:
+
+1. **Today's appointments** — full schedule table with time, patient, provider, room, and status
+2. **Patients expected** — "16 patients expected today" stat card (with arrivals count)
+3. **No-show rate** — "8.3% this month" stat card with the underlying 12-of-145 figure
+4. **Rooms free right now** — "3 of 5" stat card plus live per-room tags showing which are available vs. in use
+5. **Next patient called out** — highlighted "Up next" card for Amara Osei with a Call patient action
+6. **Check-in flow** — form at the bottom with a patient dropdown (upcoming appointments only), room assignment limited to free rooms, and a submit button
+7. **Day navigation** — prev/next buttons, a date picker to jump to any day, and a "Jump to today" shortcut
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..7e393d2a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,301 @@
+
+
+Here's a comprehensive clinic receptionist day view covering all 7 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "clinic-reception-day",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Clinic Reception"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "clinic-reception-day",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "next-callout", "stats-row", "sep1", "appt-heading", "appt-table", "sep2", "rooms-heading", "rooms-tags", "sep3", "checkin-heading", "checkin-form", "sep4", "nav-heading", "nav-datepicker"]
+        },
+        {
+          "id": "header",
+          "component": "Heading",
+          "text": "🏥 Reception — Day View",
+          "level": "h1"
+        },
+        {
+          "id": "next-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "Next Patient to Call",
+          "description": "Sarah Mitchell — Room 2 at 9:30 AM (Annual Physical)"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["stat-expected", "stat-noshow", "stat-checkedin"]
+        },
+        {
+          "id": "stat-expected",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-expected-label", "stat-expected-value"]
+        },
+        {
+          "id": "stat-expected-label",
+          "component": "TextContent",
+          "text": "Patients Expected Today",
+          "size": "small"
+        },
+        {
+          "id": "stat-expected-value",
+          "component": "TextContent",
+          "text": "24",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stat-noshow",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-noshow-label", "stat-noshow-value"]
+        },
+        {
+          "id": "stat-noshow-label",
+          "component": "TextContent",
+          "text": "No-Show Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "stat-noshow-value",
+          "component": "TextContent",
+          "text": "12.5%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stat-checkedin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stat-checkedin-label", "stat-checkedin-value"]
+        },
+        {
+          "id": "stat-checkedin-label",
+          "component": "TextContent",
+          "text": "Checked In So Far",
+          "size": "small"
+        },
+        {
+          "id": "stat-checkedin-value",
+          "component": "TextContent",
+          "text": "8 / 24",
+          "size": "large-heavy"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator"
+        },
+        {
+          "id": "appt-heading",
+          "component": "Heading",
+          "text": "Today's Appointments",
+          "level": "h2"
+        },
+        {
+          "id": "appt-table",
+          "component": "Table",
+          "columns": ["col-time", "col-patient", "col-room", "col-status"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:00 PM", "1:30 PM", "2:00 PM", "2:30 PM"]
+        },
+        {
+          "id": "col-patient",
+          "component": "Col",
+          "label": "Patient",
+          "data": ["James Carter", "Maria Lopez", "David Kim", "Sarah Mitchell", "Robert Chen", "Emily Watson", "Ahmed Hassan", "Lisa Park", "Tom Bradley", "Nina Patel", "George Adams", "Rachel Green"]
+        },
+        {
+          "id": "col-room",
+          "component": "Col",
+          "label": "Room",
+          "data": ["Room 1", "Room 3", "Room 2", "Room 2", "Room 4", "Room 1", "Room 5", "Room 3", "Room 2", "Room 4", "Room 1", "Room 5"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Checked In", "✅ Checked In", "✅ Checked In", "⏳ Waiting", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled", "📋 Scheduled"]
+        },
+        {
+          "id": "sep2",
+          "component": "Separator"
+        },
+        {
+          "id": "rooms-heading",
+          "component": "Heading",
+          "text": "Rooms Available Now",
+          "level": "h2"
+        },
+        {
+          "id": "rooms-tags",
+          "component": "TagBlock",
+          "tags": ["Room 3 — Free", "Room 5 — Free", "Room 7 — Free"]
+        },
+        {
+          "id": "sep3",
+          "component": "Separator"
+        },
+        {
+          "id": "checkin-heading",
+          "component": "Heading",
+          "text": "Check In a Patient",
+          "level": "h2"
+        },
+        {
+          "id": "checkin-form",
+          "component": "Form",
+          "name": "checkin-form",
+          "fields": ["checkin-fc-patient", "checkin-fc-room"],
+          "buttons": "checkin-btns"
+        },
+        {
+          "id": "checkin-fc-patient",
+          "component": "FormControl",
+          "label": "Patient",
+          "input": "checkin-select-patient",
+          "hint": "Select the arriving patient"
+        },
+        {
+          "id": "checkin-select-patient",
+          "component": "Select",
+          "name": "patient",
+          "placeholder": "Choose patient…",
+          "items": ["opt-sarah", "opt-robert", "opt-emily", "opt-ahmed", "opt-lisa"]
+        },
+        {
+          "id": "opt-sarah",
+          "component": "SelectItem",
+          "value": "sarah-mitchell",
+          "label": "Sarah Mitchell — 9:30 AM"
+        },
+        {
+          "id": "opt-robert",
+          "component": "SelectItem",
+          "value": "robert-chen",
+          "label": "Robert Chen — 10:00 AM"
+        },
+        {
+          "id": "opt-emily",
+          "component": "SelectItem",
+          "value": "emily-watson",
+          "label": "Emily Watson — 10:30 AM"
+        },
+        {
+          "id": "opt-ahmed",
+          "component": "SelectItem",
+          "value": "ahmed-hassan",
+          "label": "Ahmed Hassan — 11:00 AM"
+        },
+        {
+          "id": "opt-lisa",
+          "component": "SelectItem",
+          "value": "lisa-park",
+          "label": "Lisa Park — 11:30 AM"
+        },
+        {
+          "id": "checkin-fc-room",
+          "component": "FormControl",
+          "label": "Assign Room",
+          "input": "checkin-select-room",
+          "hint": "Pick an available room"
+        },
+        {
+          "id": "checkin-select-room",
+          "component": "Select",
+          "name": "room",
+          "placeholder": "Choose room…",
+          "items": ["opt-room3", "opt-room5", "opt-room7"]
+        },
+        {
+          "id": "opt-room3",
+          "component": "SelectItem",
+          "value": "room-3",
+          "label": "Room 3"
+        },
+        {
+          "id": "opt-room5",
+          "component": "SelectItem",
+          "value": "room-5",
+          "label": "Room 5"
+        },
+        {
+          "id": "opt-room7",
+          "component": "SelectItem",
+          "value": "room-7",
+          "label": "Room 7"
+        },
+        {
+          "id": "checkin-btns",
+          "component": "Buttons",
+          "buttons": ["checkin-btn"]
+        },
+        {
+          "id": "checkin-btn",
+          "component": "Button",
+          "label": "✓ Check In Patient",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "sep4",
+          "component": "Separator"
+        },
+        {
+          "id": "nav-heading",
+          "component": "Heading",
+          "text": "Navigate to Another Day",
+          "level": "h2"
+        },
+        {
+          "id": "nav-datepicker",
+          "component": "DatePicker",
+          "name": "date-nav",
+          "mode": "single"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all seven requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Today's appointments with times & names | **Table** with Time, Patient, Room, and Status columns |
+| 2 | How many patients are expected | **Stat card** showing "24" patients expected |
+| 3 | No-show rate this month | **Stat card** showing "12.5%" |
+| 4 | Which rooms are free right now | **TagBlock** listing Room 3, 5, and 7 as free |
+| 5 | Next patient called out | **Callout** banner highlighting Sarah Mitchell at 9:30 AM |
+| 6 | Check a patient in | **Form** with patient select, room select, and a "Check In" button |
+| 7 | Move to another day | **DatePicker** at the bottom for date navigation |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..965046bbf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,76 @@
+Here's a comprehensive clinic receptionist day view covering all 7 requirements:
+
+<a2ui-json>
+[
+  {"createSurface":{"surfaceId":"clinic-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"ClinicDesk"}},"version":"v0.9"},
+  {"updateComponents":{"surfaceId":"clinic-day-view","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"l","children":["header","stats-row","next-patient-callout","appointments-section","rooms-section","checkin-section","day-nav-section"]},
+    {"id":"header","component":"CardHeader","title":"🏥 Clinic Reception — Day View","subtitle":"Tuesday, June 17, 2025"},
+    {"id":"stats-row","component":"Card","direction":"row","gap":"m","variant":"clear","children":["stat-expected","stat-noshow","stat-checkedin"]},
+    {"id":"stat-expected","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-expected-label","stat-expected-value"]},
+    {"id":"stat-expected-label","component":"Label","text":"Patients Expected Today"},
+    {"id":"stat-expected-value","component":"TextContent","text":"**24**","size":"large-heavy"},
+    {"id":"stat-noshow","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-noshow-label","stat-noshow-value"]},
+    {"id":"stat-noshow-label","component":"Label","text":"No-Show Rate (This Month)"},
+    {"id":"stat-noshow-value","component":"TextContent","text":"**8.3%**","size":"large-heavy"},
+    {"id":"stat-checkedin","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["stat-checkedin-label","stat-checkedin-value"]},
+    {"id":"stat-checkedin-label","component":"Label","text":"Checked In So Far"},
+    {"id":"stat-checkedin-value","component":"TextContent","text":"**11 / 24**","size":"large-heavy"},
+    {"id":"next-patient-callout","component":"Callout","variant":"info","title":"🔔 Next Patient to Call","description":"Maria Gonzalez — 9:45 AM — Room 3 — Dr. Patel (Annual Physical)"},
+    {"id":"appointments-section","component":"Card","direction":"column","gap":"s","children":["appointments-title","appointments-table"]},
+    {"id":"appointments-title","component":"Heading","text":"Today's Appointments","level":"h3"},
+    {"id":"appointments-table","component":"Table","columns":["col-time","col-patient","col-provider","col-room","col-type","col-status"]},
+    {"id":"col-time","component":"Col","label":"Time","data":["8:00 AM","8:15 AM","8:30 AM","8:45 AM","9:00 AM","9:15 AM","9:30 AM","9:45 AM","10:00 AM","10:15 AM","10:30 AM","10:45 AM","11:00 AM","11:15 AM","11:30 AM","1:00 PM","1:15 PM","1:30 PM","1:45 PM","2:00 PM","2:15 PM","2:30 PM","2:45 PM","3:00 PM"],"type":"string"},
+    {"id":"col-patient","component":"Col","label":"Patient","data":["James Whitfield","Ana Reyes","Robert Chen","Linda Okafor","Thomas Berg","Sarah Kim","David Nguyen","Maria Gonzalez","Emily Watson","Carlos Mendez","Patricia Hall","Kevin O'Brien","Rachel Adams","Samuel Torres","Diane Foster","Brian Mitchell","Angela Cruz","Frank Williams","Nancy Lee","George Patel","Susan Brown","Michael Davis","Karen Johnson","Steven Clark"],"type":"string"},
+    {"id":"col-provider","component":"Col","label":"Provider","data":["Dr. Patel","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Nguyen","Dr. Patel"],"type":"string"},
+    {"id":"col-room","component":"Col","label":"Room","data":["1","2","3","1","2","3","1","3","2","1","3","2","1","3","2","1","2","3","1","2","3","1","2","3"],"type":"string"},
+    {"id":"col-type","component":"Col","label":"Visit Type","data":["Follow-up","New Patient","Annual Physical","Follow-up","Urgent","Annual Physical","Follow-up","Annual Physical","New Patient","Follow-up","Lab Review","Annual Physical","Follow-up","Urgent","New Patient","Follow-up","Annual Physical","Follow-up","Lab Review","New Patient","Follow-up","Annual Physical","Follow-up","New Patient"],"type":"string"},
+    {"id":"col-status","component":"Col","label":"Status","data":["✅ Checked In","✅ Checked In","✅ Checked In","✅ Checked In","✅ Checked In","✅ Checked In","✅ Checked In","⏳ Waiting","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled","⬜ Scheduled"],"type":"string"},
+    {"id":"rooms-section","component":"Card","direction":"column","gap":"s","children":["rooms-title","rooms-row"]},
+    {"id":"rooms-title","component":"Heading","text":"Room Availability (Now)","level":"h3"},
+    {"id":"rooms-row","component":"Card","direction":"row","gap":"m","variant":"clear","wrap":true,"children":["room1","room2","room3","room4","room5","room6"]},
+    {"id":"room1","component":"Tag","text":"Room 1 — Occupied","variant":"danger","size":"md"},
+    {"id":"room2","component":"Tag","text":"Room 2 — Free","variant":"success","size":"md"},
+    {"id":"room3","component":"Tag","text":"Room 3 — Occupied","variant":"danger","size":"md"},
+    {"id":"room4","component":"Tag","text":"Room 4 — Free","variant":"success","size":"md"},
+    {"id":"room5","component":"Tag","text":"Room 5 — Free","variant":"success","size":"md"},
+    {"id":"room6","component":"Tag","text":"Room 6 — Cleaning","variant":"warning","size":"md"},
+    {"id":"checkin-section","component":"Card","direction":"column","gap":"s","children":["checkin-title","checkin-form"]},
+    {"id":"checkin-title","component":"Heading","text":"Check In a Patient","level":"h3"},
+    {"id":"checkin-form","component":"Form","name":"checkin-form","fields":["checkin-patient-field","checkin-room-field"],"buttons":"checkin-buttons"},
+    {"id":"checkin-patient-field","component":"FormControl","label":"Patient","input":"checkin-patient-select"},
+    {"id":"checkin-patient-select","component":"Select","name":"patient","placeholder":"Select patient…","items":["sel-gonzalez","sel-watson","sel-mendez","sel-hall","sel-obrien"]},
+    {"id":"sel-gonzalez","component":"SelectItem","value":"maria-gonzalez","label":"Maria Gonzalez — 9:45 AM"},
+    {"id":"sel-watson","component":"SelectItem","value":"emily-watson","label":"Emily Watson — 10:00 AM"},
+    {"id":"sel-mendez","component":"SelectItem","value":"carlos-mendez","label":"Carlos Mendez — 10:15 AM"},
+    {"id":"sel-hall","component":"SelectItem","value":"patricia-hall","label":"Patricia Hall — 10:30 AM"},
+    {"id":"sel-obrien","component":"SelectItem","value":"kevin-obrien","label":"Kevin O'Brien — 10:45 AM"},
+    {"id":"checkin-room-field","component":"FormControl","label":"Assign Room","input":"checkin-room-select"},
+    {"id":"checkin-room-select","component":"Select","name":"room","placeholder":"Select room…","items":["room-opt-2","room-opt-4","room-opt-5"]},
+    {"id":"room-opt-2","component":"SelectItem","value":"room-2","label":"Room 2"},
+    {"id":"room-opt-4","component":"SelectItem","value":"room-4","label":"Room 4"},
+    {"id":"room-opt-5","component":"SelectItem","value":"room-5","label":"Room 5"},
+    {"id":"checkin-buttons","component":"Buttons","buttons":["checkin-btn","no-show-btn"]},
+    {"id":"checkin-btn","component":"Button","label":"✓ Check In","variant":"primary","size":"medium"},
+    {"id":"no-show-btn","component":"Button","label":"✗ Mark No-Show","variant":"secondary","type":"destructive","size":"medium"},
+    {"id":"day-nav-section","component":"Card","direction":"column","gap":"s","children":["day-nav-title","day-nav-row"]},
+    {"id":"day-nav-title","component":"Heading","text":"Navigate to Another Day","level":"h3"},
+    {"id":"day-nav-row","component":"Card","direction":"row","gap":"m","variant":"clear","align":"center","children":["prev-day-btn","day-picker","next-day-btn"]},
+    {"id":"prev-day-btn","component":"Button","label":"← Previous Day","variant":"secondary","size":"medium"},
+    {"id":"day-picker","component":"DatePicker","name":"select-date","mode":"single","value":["2025-06-17"]},
+    {"id":"next-day-btn","component":"Button","label":"Next Day →","variant":"secondary","size":"medium"}
+  ]},"version":"v0.9"}
+]
+</a2ui-json>
+
+This single screen covers all 7 requirements:
+
+| # | Requirement | How It's Covered |
+|---|---|---|
+| 1 | Today's appointments | Full table with time, patient, provider, room, visit type & status |
+| 2 | Patients expected | Stat card showing **24** expected |
+| 3 | No-show rate | Stat card showing **8.3%** for the month |
+| 4 | Rooms free now | Color-coded tags (green = free, red = occupied, yellow = cleaning) |
+| 5 | Next patient called | Blue callout banner highlighting Maria Gonzalez at 9:45 AM |
+| 6 | Check a patient in | Form with patient dropdown, room assignment, and Check In / No-Show buttons |
+| 7 | Move to another day | Previous/Next day buttons + a date picker |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..29183d00b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r1.txt
@@ -0,0 +1,407 @@
+Here's a complete Editor's Content Studio dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Content Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["toolbar-row", "drafts-section", "published-section", "most-read-section", "readership-section", "schedule-section", "comments-section"]
+        },
+        {
+          "id": "toolbar-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["studio-title", "toolbar-controls"]
+        },
+        {
+          "id": "studio-title",
+          "component": "Heading",
+          "text": "📝 Editor's Content Studio",
+          "level": "h1"
+        },
+        {
+          "id": "toolbar-controls",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "variant": "clear",
+          "children": ["category-filter-control", "new-draft-btn"]
+        },
+        {
+          "id": "category-filter-control",
+          "component": "FormControl",
+          "label": "Filter by Category",
+          "input": "category-select"
+        },
+        {
+          "id": "category-select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All Categories",
+          "items": ["cat-all", "cat-tech", "cat-business", "cat-lifestyle", "cat-opinion"]
+        },
+        {
+          "id": "cat-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Categories"
+        },
+        {
+          "id": "cat-tech",
+          "component": "SelectItem",
+          "value": "technology",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-business",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business"
+        },
+        {
+          "id": "cat-lifestyle",
+          "component": "SelectItem",
+          "value": "lifestyle",
+          "label": "Lifestyle"
+        },
+        {
+          "id": "cat-opinion",
+          "component": "SelectItem",
+          "value": "opinion",
+          "label": "Opinion"
+        },
+        {
+          "id": "new-draft-btn",
+          "component": "Button",
+          "label": "✏️ Start New Draft",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "drafts-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["drafts-header", "drafts-table"]
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "📋 Drafts",
+          "subtitle": "Work in progress"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": ["draft-title-col", "draft-category-col", "draft-status-col", "draft-updated-col"]
+        },
+        {
+          "id": "draft-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["The Future of AI in Newsrooms", "Q3 Revenue Deep Dive", "Remote Work Culture Shift", "Green Energy Investments"]
+        },
+        {
+          "id": "draft-category-col",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Technology", "Business", "Lifestyle", "Business"]
+        },
+        {
+          "id": "draft-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Review", "Editing", "First Draft", "Fact-Checking"]
+        },
+        {
+          "id": "draft-updated-col",
+          "component": "Col",
+          "label": "Last Updated",
+          "data": ["2 hours ago", "Yesterday", "3 days ago", "5 days ago"]
+        },
+        {
+          "id": "published-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["published-header", "published-list"]
+        },
+        {
+          "id": "published-header",
+          "component": "CardHeader",
+          "title": "🚀 Published This Week",
+          "subtitle": "5 pieces went live"
+        },
+        {
+          "id": "published-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["pub-item-1", "pub-item-2", "pub-item-3", "pub-item-4", "pub-item-5"]
+        },
+        {
+          "id": "pub-item-1",
+          "component": "ListItem",
+          "title": "Breaking: City Council Approves New Transit Plan",
+          "subtitle": "Published Mon · 4,230 views"
+        },
+        {
+          "id": "pub-item-2",
+          "component": "ListItem",
+          "title": "Interview: CEO on Scaling a Startup in 2025",
+          "subtitle": "Published Tue · 3,891 views"
+        },
+        {
+          "id": "pub-item-3",
+          "component": "ListItem",
+          "title": "The Rise of Plant-Based Dining in Urban Areas",
+          "subtitle": "Published Wed · 2,764 views"
+        },
+        {
+          "id": "pub-item-4",
+          "component": "ListItem",
+          "title": "Opinion: Why Local Journalism Matters More Than Ever",
+          "subtitle": "Published Thu · 5,102 views"
+        },
+        {
+          "id": "pub-item-5",
+          "component": "ListItem",
+          "title": "Tech Review: The Best Budget Laptops for Students",
+          "subtitle": "Published Fri · 6,340 views"
+        },
+        {
+          "id": "most-read-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk",
+          "children": ["most-read-header", "most-read-content"]
+        },
+        {
+          "id": "most-read-header",
+          "component": "CardHeader",
+          "title": "🏆 Most-Read Article This Month",
+          "subtitle": "Top performer across all categories"
+        },
+        {
+          "id": "most-read-content",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear",
+          "children": ["most-read-title", "most-read-stats"]
+        },
+        {
+          "id": "most-read-title",
+          "component": "Heading",
+          "text": "\"How AI Is Reshaping the Job Market: A 2025 Analysis\"",
+          "level": "h3"
+        },
+        {
+          "id": "most-read-stats",
+          "component": "Card",
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear",
+          "children": ["stat-views", "stat-shares", "stat-comments"]
+        },
+        {
+          "id": "stat-views",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "48,291 Views",
+          "description": "+32% vs last month"
+        },
+        {
+          "id": "stat-shares",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "2,847 Shares",
+          "description": "Mostly via LinkedIn"
+        },
+        {
+          "id": "stat-comments",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "312 Comments",
+          "description": "94% positive sentiment"
+        },
+        {
+          "id": "readership-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["readership-header", "readership-chart"]
+        },
+        {
+          "id": "readership-header",
+          "component": "CardHeader",
+          "title": "📈 Readership — Past 30 Days",
+          "subtitle": "Daily unique readers"
+        },
+        {
+          "id": "readership-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1", "Jun 3", "Jun 5", "Jun 7", "Jun 9", "Jun 11", "Jun 13", "Jun 15", "Jun 17", "Jun 19", "Jun 21", "Jun 23", "Jun 25", "Jun 27", "Jun 29"],
+          "series": ["readership-series"],
+          "xLabel": "Date",
+          "yLabel": "Unique Readers"
+        },
+        {
+          "id": "readership-series",
+          "component": "Series",
+          "category": "Unique Readers",
+          "values": [12400, 13100, 11800, 14200, 15600, 14900, 16300, 15800, 17200, 16900, 18400, 17600, 19100, 18800, 20300]
+        },
+        {
+          "id": "schedule-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["schedule-header", "schedule-form"]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "📅 Schedule a Piece",
+          "subtitle": "Set a title and publish date"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-piece",
+          "fields": ["schedule-title-control", "schedule-date-control"],
+          "buttons": "schedule-buttons"
+        },
+        {
+          "id": "schedule-title-control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "schedule-title-input",
+          "hint": "Enter the working title for the piece"
+        },
+        {
+          "id": "schedule-title-input",
+          "component": "Input",
+          "name": "article_title",
+          "placeholder": "e.g. The Future of Remote Collaboration",
+          "type": "text"
+        },
+        {
+          "id": "schedule-date-control",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "schedule-date-picker"
+        },
+        {
+          "id": "schedule-date-picker",
+          "component": "DatePicker",
+          "name": "publish_date",
+          "mode": "single"
+        },
+        {
+          "id": "schedule-buttons",
+          "component": "Buttons",
+          "buttons": ["schedule-submit-btn", "schedule-cancel-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "schedule-submit-btn",
+          "component": "Button",
+          "label": "Schedule",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "schedule-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "comments-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["comments-header", "comments-list"]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "💬 Comments Awaiting Reply",
+          "subtitle": "7 unread reader comments"
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4"]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "\"Great analysis, but what about the impact on small businesses?\"",
+          "subtitle": "by @maria_chen on AI Job Market piece · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "\"Can you share the data sources used in this article?\"",
+          "subtitle": "by @data_nerd42 on Q3 Revenue · 4h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "\"This changed my perspective entirely. Thank you!\"",
+          "subtitle": "by @james_okafor on Local Journalism · 6h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "\"I disagree with point 3 — here's why…\"",
+          "subtitle": "by @skeptical_sam on Green Energy · 8h ago",
+          "actionLabel": "Reply"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen Content Studio covers all 8 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | **Drafts with status** | Table showing 4 drafts with title, category, status (In Review / Editing / First Draft / Fact-Checking), and last-updated time |
+| 2 | **Published this week** | Numbered list of 5 pieces with publish day and view counts |
+| 3 | **Most-read article** | Highlighted sunk card featuring the top article with views, shares, and comment stats |
+| 4 | **Readership (30 days)** | Area chart showing daily unique readers trending upward |
+| 5 | **Category filter** | Dropdown select in the toolbar (All / Technology / Business / Lifestyle / Opinion) |
+| 6 | **Schedule a piece** | Form with a title input and date picker, plus Schedule/Cancel buttons |
+| 7 | **Comments awaiting reply** | Numbered list with reader quotes, attribution, timestamps, and Reply actions |
+| 8 | **Start a new draft** | Primary "✏️ Start New Draft" button in the top toolbar |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..4e479635a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r2.txt
@@ -0,0 +1,610 @@
+
+
+Here’s a single-screen editor’s content studio covering all requested items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "editors-content-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "editors-content-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "masthead",
+          "filterCard",
+          "overviewRow",
+          "readershipCard",
+          "draftsCard",
+          "workspaceRow"
+        ]
+      },
+      {
+        "id": "masthead",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "mastheadTitle",
+          "mastheadActions"
+        ]
+      },
+      {
+        "id": "mastheadTitle",
+        "component": "Heading",
+        "text": "Editor's Content Studio",
+        "level": "h2"
+      },
+      {
+        "id": "mastheadActions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "newDraftButton"
+        ]
+      },
+      {
+        "id": "newDraftButton",
+        "component": "Button",
+        "label": "Start new draft",
+        "variant": "primary",
+        "action": [
+          {
+            "event": "start-new-draft"
+          }
+        ]
+      },
+      {
+        "id": "filterCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": [
+          "categoryControl"
+        ]
+      },
+      {
+        "id": "categoryControl",
+        "component": "FormControl",
+        "label": "Narrow by category",
+        "input": "categorySelect",
+        "hint": "Filters drafts, published pieces, and comments."
+      },
+      {
+        "id": "categorySelect",
+        "component": "Select",
+        "name": "category",
+        "value": "all",
+        "placeholder": "All categories",
+        "items": [
+          "catAll",
+          "catNews",
+          "catFeatures",
+          "catOpinion",
+          "catGuides",
+          "catInterviews"
+        ]
+      },
+      {
+        "id": "catAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All categories"
+      },
+      {
+        "id": "catNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "News"
+      },
+      {
+        "id": "catFeatures",
+        "component": "SelectItem",
+        "value": "features",
+        "label": "Features"
+      },
+      {
+        "id": "catOpinion",
+        "component": "SelectItem",
+        "value": "opinion",
+        "label": "Opinion"
+      },
+      {
+        "id": "catGuides",
+        "component": "SelectItem",
+        "value": "guides",
+        "label": "Guides"
+      },
+      {
+        "id": "catInterviews",
+        "component": "SelectItem",
+        "value": "interviews",
+        "label": "Interviews"
+      },
+      {
+        "id": "overviewRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "mostReadCard",
+          "publishedCard"
+        ]
+      },
+      {
+        "id": "mostReadCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "weight": 1,
+        "children": [
+          "mostReadHeader",
+          "mostReadTitle",
+          "mostReadTags",
+          "mostReadStats",
+          "mostReadProgress"
+        ]
+      },
+      {
+        "id": "mostReadHeader",
+        "component": "CardHeader",
+        "title": "Most-read article this month",
+        "subtitle": "Top performer"
+      },
+      {
+        "id": "mostReadTitle",
+        "component": "Heading",
+        "text": "The Hidden Costs of Slow Publishing",
+        "level": "h4"
+      },
+      {
+        "id": "mostReadTags",
+        "component": "TagBlock",
+        "tags": [
+          "Features",
+          "Long read"
+        ]
+      },
+      {
+        "id": "mostReadStats",
+        "component": "TextContent",
+        "text": "18,420 readers · 6:12 average read · 42 shares",
+        "size": "small-heavy"
+      },
+      {
+        "id": "mostReadProgress",
+        "component": "Progress",
+        "value": 87,
+        "label": "Relative readership"
+      },
+      {
+        "id": "publishedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "weight": 1,
+        "children": [
+          "publishedHeader",
+          "publishedTable"
+        ]
+      },
+      {
+        "id": "publishedHeader",
+        "component": "CardHeader",
+        "title": "Published this week",
+        "subtitle": "4 pieces"
+      },
+      {
+        "id": "publishedTable",
+        "component": "Table",
+        "columns": [
+          "publishedTitleCol",
+          "publishedDateCol",
+          "publishedCategoryCol",
+          "publishedViewsCol"
+        ]
+      },
+      {
+        "id": "publishedTitleCol",
+        "component": "Col",
+        "label": "Article",
+        "type": "string",
+        "data": [
+          "Local Housing Plan Gets Final Approval",
+          "Newsletter: Summer Reading List",
+          "How Fact-Checking Works",
+          "Creator Tools Update"
+        ]
+      },
+      {
+        "id": "publishedDateCol",
+        "component": "Col",
+        "label": "Published",
+        "type": "string",
+        "data": [
+          "Jul 8",
+          "Jul 9",
+          "Jul 10",
+          "Jul 11"
+        ]
+      },
+      {
+        "id": "publishedCategoryCol",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "News",
+          "Guides",
+          "Opinion",
+          "Features"
+        ]
+      },
+      {
+        "id": "publishedViewsCol",
+        "component": "Col",
+        "label": "Views",
+        "type": "number",
+        "data": [
+          2140,
+          1180,
+          960,
+          2610
+        ]
+      },
+      {
+        "id": "readershipCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "readershipHeader",
+          "readershipChart",
+          "readershipCallout"
+        ]
+      },
+      {
+        "id": "readershipHeader",
+        "component": "CardHeader",
+        "title": "Readership over the past 30 days",
+        "subtitle": "Unique readers by day"
+      },
+      {
+        "id": "readershipChart",
+        "component": "LineChart",
+        "variant": "natural",
+        "xLabel": "Day",
+        "yLabel": "Readers",
+        "labels": [
+          "-29d",
+          "-28d",
+          "-27d",
+          "-26d",
+          "-25d",
+          "-24d",
+          "-23d",
+          "-22d",
+          "-21d",
+          "-20d",
+          "-19d",
+          "-18d",
+          "-17d",
+          "-16d",
+          "-15d",
+          "-14d",
+          "-13d",
+          "-12d",
+          "-11d",
+          "-10d",
+          "-9d",
+          "-8d",
+          "-7d",
+          "-6d",
+          "-5d",
+          "-4d",
+          "-3d",
+          "-2d",
+          "-1d",
+          "Today"
+        ],
+        "series": [
+          "readershipSeries"
+        ]
+      },
+      {
+        "id": "readershipSeries",
+        "component": "Series",
+        "category": "Unique readers",
+        "values": [
+          520,
+          545,
+          530,
+          570,
+          590,
+          610,
+          580,
+          555,
+          600,
+          640,
+          660,
+          690,
+          670,
+          710,
+          740,
+          720,
+          760,
+          790,
+          770,
+          810,
+          860,
+          840,
+          880,
+          910,
+          890,
+          930,
+          970,
+          1010,
+          1040,
+          1080
+        ]
+      },
+      {
+        "id": "readershipCallout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "State of the studio",
+        "description": "Readership is up 12% versus the previous 30 days."
+      },
+      {
+        "id": "draftsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "draftsHeader",
+          "draftsTable"
+        ]
+      },
+      {
+        "id": "draftsHeader",
+        "component": "CardHeader",
+        "title": "Drafts",
+        "subtitle": "Status by draft"
+      },
+      {
+        "id": "draftsTable",
+        "component": "Table",
+        "columns": [
+          "draftTitleCol",
+          "draftCategoryCol",
+          "draftStatusCol",
+          "draftUpdatedCol"
+        ]
+      },
+      {
+        "id": "draftTitleCol",
+        "component": "Col",
+        "label": "Draft",
+        "type": "string",
+        "data": [
+          "The Quiet Rise of Local Journalism",
+          "Q3 Monetization Experiments",
+          "Interview: Campus Archivists",
+          "Guide: Writing Better Headlines",
+          "Newsroom Accessibility Audit"
+        ]
+      },
+      {
+        "id": "draftCategoryCol",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "Features",
+          "Opinion",
+          "Interviews",
+          "Guides",
+          "News"
+        ]
+      },
+      {
+        "id": "draftStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "In review",
+          "Draft",
+          "Revisions requested",
+          "Scheduled",
+          "Draft"
+        ]
+      },
+      {
+        "id": "draftUpdatedCol",
+        "component": "Col",
+        "label": "Updated",
+        "type": "string",
+        "data": [
+          "2h ago",
+          "Yesterday",
+          "2d ago",
+          "3d ago",
+          "5d ago"
+        ]
+      },
+      {
+        "id": "workspaceRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "scheduleCard",
+          "commentsCard"
+        ]
+      },
+      {
+        "id": "scheduleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "weight": 1,
+        "children": [
+          "scheduleHeader",
+          "scheduleForm"
+        ]
+      },
+      {
+        "id": "scheduleHeader",
+        "component": "CardHeader",
+        "title": "Schedule a piece",
+        "subtitle": "Add a title and publish date"
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "schedule-piece",
+        "buttons": "scheduleFormButtons",
+        "fields": [
+          "scheduleTitleControl",
+          "scheduleDateControl"
+        ]
+      },
+      {
+        "id": "scheduleTitleControl",
+        "component": "FormControl",
+        "label": "Title",
+        "input": "scheduleTitleInput",
+        "hint": "Working title for the scheduled piece."
+      },
+      {
+        "id": "scheduleTitleInput",
+        "component": "Input",
+        "name": "title",
+        "type": "text",
+        "placeholder": "e.g. Fall preview issue"
+      },
+      {
+        "id": "scheduleDateControl",
+        "component": "FormControl",
+        "label": "Publish date",
+        "input": "scheduleDateInput",
+        "hint": "Choose the date the piece should go live."
+      },
+      {
+        "id": "scheduleDateInput",
+        "component": "DatePicker",
+        "name": "publishDate",
+        "mode": "single"
+      },
+      {
+        "id": "scheduleFormButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "scheduleSubmitButton"
+        ]
+      },
+      {
+        "id": "scheduleSubmitButton",
+        "component": "Button",
+        "label": "Schedule piece",
+        "variant": "primary",
+        "action": [
+          {
+            "event": "schedule-piece",
+            "form": "schedule-piece"
+          }
+        ]
+      },
+      {
+        "id": "commentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "weight": 1,
+        "children": [
+          "commentsHeader",
+          "commentsList"
+        ]
+      },
+      {
+        "id": "commentsHeader",
+        "component": "CardHeader",
+        "title": "Comments awaiting reply",
+        "subtitle": "3 readers need a response"
+      },
+      {
+        "id": "commentsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "comment1",
+          "comment2",
+          "comment3"
+        ]
+      },
+      {
+        "id": "comment1",
+        "component": "ListItem",
+        "title": "\"Can you link the source for the housing figures?\"",
+        "subtitle": "Local Housing Plan Gets Final Approval · 2h ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "comment2",
+        "component": "ListItem",
+        "title": "\"Will this series continue after summer?\"",
+        "subtitle": "Newsletter: Summer Reading List · 5h ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "comment3",
+        "component": "ListItem",
+        "title": "\"Great breakdown—any follow-up on accessibility?\"",
+        "subtitle": "Guide: Writing Better Headlines · 1d ago",
+        "actionLabel": "Reply"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..52cc0acd1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r3.txt
@@ -0,0 +1,506 @@
+Here's your Editor's Content Studio dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Content Studio"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "separator-1", "top-metrics-row", "separator-2", "readership-section", "separator-3", "drafts-section", "separator-4", "published-section", "separator-5", "schedule-and-comments-row"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-inner"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "header-inner",
+          "component": "Card",
+          "children": ["studio-title", "header-actions"],
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "studio-title",
+          "component": "Heading",
+          "text": "📰 Editor's Content Studio",
+          "level": "h1"
+        },
+        {
+          "id": "header-actions",
+          "component": "Card",
+          "children": ["category-filter", "new-draft-btn"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "category-filter",
+          "component": "Select",
+          "name": "category_filter",
+          "placeholder": "All Categories",
+          "items": ["cat-all", "cat-tech", "cat-business", "cat-lifestyle", "cat-opinion", "cat-science"],
+          "size": "medium"
+        },
+        {
+          "id": "cat-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Categories"
+        },
+        {
+          "id": "cat-tech",
+          "component": "SelectItem",
+          "value": "technology",
+          "label": "Technology"
+        },
+        {
+          "id": "cat-business",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "Business"
+        },
+        {
+          "id": "cat-lifestyle",
+          "component": "SelectItem",
+          "value": "lifestyle",
+          "label": "Lifestyle"
+        },
+        {
+          "id": "cat-opinion",
+          "component": "SelectItem",
+          "value": "opinion",
+          "label": "Opinion"
+        },
+        {
+          "id": "cat-science",
+          "component": "SelectItem",
+          "value": "science",
+          "label": "Science"
+        },
+        {
+          "id": "new-draft-btn",
+          "component": "Button",
+          "label": "✏️ New Draft",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "top-metrics-row",
+          "component": "Card",
+          "children": ["most-read-card", "published-this-week-card"],
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "most-read-card",
+          "component": "Card",
+          "children": ["most-read-header", "most-read-content"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "most-read-header",
+          "component": "CardHeader",
+          "title": "🏆 Most-Read Article This Month",
+          "subtitle": "Based on total page views"
+        },
+        {
+          "id": "most-read-content",
+          "component": "Card",
+          "children": ["most-read-title", "most-read-stats"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "most-read-title",
+          "component": "TextContent",
+          "text": "**\"The Future of AI in Newsrooms: What Editors Need to Know\"**",
+          "size": "large"
+        },
+        {
+          "id": "most-read-stats",
+          "component": "Card",
+          "children": ["most-read-tag", "most-read-views"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "most-read-tag",
+          "component": "Tag",
+          "text": "Technology",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "most-read-views",
+          "component": "TextContent",
+          "text": "👁️ 48,230 views · ⏱️ 6m 12s avg. read time",
+          "size": "small"
+        },
+        {
+          "id": "published-this-week-card",
+          "component": "Card",
+          "children": ["published-header", "published-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "published-header",
+          "component": "CardHeader",
+          "title": "📅 Published This Week",
+          "subtitle": "5 pieces went live"
+        },
+        {
+          "id": "published-list",
+          "component": "ListBlock",
+          "items": ["pub-1", "pub-2", "pub-3", "pub-4", "pub-5"],
+          "variant": "number"
+        },
+        {
+          "id": "pub-1",
+          "component": "ListItem",
+          "title": "Remote Work Policies Are Evolving",
+          "subtitle": "Business · Mon, Jun 9"
+        },
+        {
+          "id": "pub-2",
+          "component": "ListItem",
+          "title": "5 Morning Routines Backed by Science",
+          "subtitle": "Lifestyle · Tue, Jun 10"
+        },
+        {
+          "id": "pub-3",
+          "component": "ListItem",
+          "title": "Quantum Computing Hits a Milestone",
+          "subtitle": "Science · Wed, Jun 11"
+        },
+        {
+          "id": "pub-4",
+          "component": "ListItem",
+          "title": "Opinion: The Case for Universal Basic Income",
+          "subtitle": "Opinion · Thu, Jun 12"
+        },
+        {
+          "id": "pub-5",
+          "component": "ListItem",
+          "title": "How Startups Are Rethinking Hiring",
+          "subtitle": "Business · Fri, Jun 13"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "readership-section",
+          "component": "Card",
+          "children": ["readership-header", "readership-chart"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "readership-header",
+          "component": "CardHeader",
+          "title": "📈 Readership — Past 30 Days",
+          "subtitle": "Daily unique readers across all content"
+        },
+        {
+          "id": "readership-chart",
+          "component": "AreaChart",
+          "labels": ["May 15", "May 16", "May 17", "May 18", "May 19", "May 20", "May 21", "May 22", "May 23", "May 24", "May 25", "May 26", "May 27", "May 28", "May 29", "May 30", "May 31", "Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13"],
+          "series": ["readership-series"],
+          "xLabel": "Date",
+          "yLabel": "Unique Readers",
+          "variant": "natural"
+        },
+        {
+          "id": "readership-series",
+          "component": "Series",
+          "category": "Readers",
+          "values": [12400, 13100, 11800, 9200, 14500, 15200, 14800, 13900, 12100, 10500, 15800, 16200, 15400, 14100, 13600, 12800, 11200, 16900, 17400, 16800, 15900, 14700, 13200, 12600, 17800, 18300, 17600, 16500, 15800, 14900]
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "drafts-section",
+          "component": "Card",
+          "children": ["drafts-header", "drafts-table"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "📝 Drafts",
+          "subtitle": "7 drafts in progress"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": ["draft-title-col", "draft-category-col", "draft-status-col", "draft-updated-col"]
+        },
+        {
+          "id": "draft-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["The Rise of Creator Economies", "Climate Tech Startups to Watch", "Digital Detox: A 30-Day Guide", "Interview: CEO of NovaCorp", "The Ethics of Gene Editing", "Urban Farming Revolution", "AI-Generated Art: Who Owns It?"],
+          "type": "string"
+        },
+        {
+          "id": "draft-category-col",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Business", "Technology", "Lifestyle", "Business", "Science", "Lifestyle", "Opinion"],
+          "type": "string"
+        },
+        {
+          "id": "draft-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Review", "Editing", "First Draft", "Awaiting Interview", "Fact-Checking", "In Review", "Editing"],
+          "type": "string"
+        },
+        {
+          "id": "draft-updated-col",
+          "component": "Col",
+          "label": "Last Updated",
+          "data": ["Jun 12", "Jun 11", "Jun 10", "Jun 9", "Jun 13", "Jun 8", "Jun 12"],
+          "type": "string"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "published-section",
+          "component": "Card",
+          "children": ["published-table-header", "published-table"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "published-table-header",
+          "component": "CardHeader",
+          "title": "✅ Published This Week — Details",
+          "subtitle": "Performance snapshot for each piece"
+        },
+        {
+          "id": "published-table",
+          "component": "Table",
+          "columns": ["pub-title-col", "pub-date-col", "pub-views-col", "pub-engagement-col"]
+        },
+        {
+          "id": "pub-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["Remote Work Policies Are Evolving", "5 Morning Routines Backed by Science", "Quantum Computing Hits a Milestone", "Opinion: The Case for UBI", "How Startups Are Rethinking Hiring"],
+          "type": "string"
+        },
+        {
+          "id": "pub-date-col",
+          "component": "Col",
+          "label": "Published",
+          "data": ["Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13"],
+          "type": "string"
+        },
+        {
+          "id": "pub-views-col",
+          "component": "Col",
+          "label": "Views",
+          "data": ["8,420", "12,150", "9,870", "6,340", "7,210"],
+          "type": "string"
+        },
+        {
+          "id": "pub-engagement-col",
+          "component": "Col",
+          "label": "Engagement",
+          "data": ["4.2%", "6.8%", "5.1%", "3.9%", "4.7%"],
+          "type": "string"
+        },
+        {
+          "id": "separator-5",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "schedule-and-comments-row",
+          "component": "Card",
+          "children": ["schedule-card", "comments-card"],
+          "direction": "row",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "children": ["schedule-header", "schedule-form"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "🗓️ Schedule a Piece",
+          "subtitle": "Set a title and publish date"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule_piece",
+          "fields": ["schedule-title-field", "schedule-date-field"],
+          "buttons": "schedule-btn"
+        },
+        {
+          "id": "schedule-title-field",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "schedule-title-input",
+          "hint": "Enter the working title for the piece"
+        },
+        {
+          "id": "schedule-title-input",
+          "component": "Input",
+          "name": "article_title",
+          "placeholder": "e.g., The Future of Remote Collaboration",
+          "type": "text"
+        },
+        {
+          "id": "schedule-date-field",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "schedule-date-picker",
+          "hint": "Choose when this piece should go live"
+        },
+        {
+          "id": "schedule-date-picker",
+          "component": "DatePicker",
+          "name": "publish_date",
+          "mode": "single"
+        },
+        {
+          "id": "schedule-btn",
+          "component": "Buttons",
+          "buttons": ["schedule-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "schedule-submit-btn",
+          "component": "Button",
+          "label": "Schedule Publication",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "children": ["comments-header", "comments-list"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "💬 Comments Awaiting Reply",
+          "subtitle": "4 comments need your attention"
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4"],
+          "variant": "number"
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "\"Great insights on remote work!\" — Sarah M.",
+          "subtitle": "On: Remote Work Policies · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "\"Can you share the research sources?\" — James K.",
+          "subtitle": "On: Morning Routines · 4h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "\"This changed my perspective entirely.\" — Priya R.",
+          "subtitle": "On: UBI Opinion · 6h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "\"What about mid-size companies?\" — Tom W.",
+          "subtitle": "On: Startup Hiring · 8h ago",
+          "actionLabel": "Reply"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Drafts with status | Table with Title, Category, Status, and Last Updated columns |
+| 2 | Published this week | Numbered ListBlock + detailed performance Table |
+| 3 | Most-read article this month | Highlighted Card with title, category tag, and view stats |
+| 4 | Readership over 30 days | AreaChart with daily unique reader data |
+| 5 | Narrow by category | Select dropdown in the header with 5 category options |
+| 6 | Schedule a piece | Form with title Input + DatePicker + submit Button |
+| 7 | Comments awaiting reply | Numbered ListBlock with commenter, context, and Reply action |
+| 8 | Start a new draft | Primary "✏️ New Draft" button in the header |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..cc2287829
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-content__r4.txt
@@ -0,0 +1,451 @@
+
+
+Here's a full editor's content studio dashboard covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "editor-content-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Content Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "editor-content-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "toolbar-row",
+            "most-read-card",
+            "readership-card",
+            "drafts-card",
+            "published-card",
+            "comments-card",
+            "schedule-card"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "📰 Editor's Content Studio",
+          "subtitle": "Manage drafts, track readership, and schedule publications"
+        },
+        {
+          "id": "toolbar-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": [
+            "category-filter-control",
+            "new-draft-btn"
+          ]
+        },
+        {
+          "id": "category-filter-control",
+          "component": "FormControl",
+          "label": "Filter by Category",
+          "input": "category-select"
+        },
+        {
+          "id": "category-select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "All Categories",
+          "items": [
+            "cat-all",
+            "cat-tech",
+            "cat-business",
+            "cat-culture",
+            "cat-science",
+            "cat-opinion"
+          ]
+        },
+        { "id": "cat-all", "component": "SelectItem", "value": "all", "label": "All Categories" },
+        { "id": "cat-tech", "component": "SelectItem", "value": "technology", "label": "Technology" },
+        { "id": "cat-business", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "cat-culture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "cat-science", "component": "SelectItem", "value": "science", "label": "Science" },
+        { "id": "cat-opinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        {
+          "id": "new-draft-btn",
+          "component": "Button",
+          "label": "✏️ Start New Draft",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "most-read-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "most-read-header",
+            "most-read-content",
+            "most-read-tags"
+          ]
+        },
+        {
+          "id": "most-read-header",
+          "component": "CardHeader",
+          "title": "🏆 Most-Read Article This Month",
+          "subtitle": "June 2025"
+        },
+        {
+          "id": "most-read-content",
+          "component": "MarkDownRenderer",
+          "textMarkdown": "**\"The Silent Revolution in Urban Farming\"**\n\nBy *Maya Chen* · Published June 3, 2025\n\n**142,380 reads** · 8.2 min avg. read time · 3,214 shares\n\n> This piece outperformed the monthly average by **340%** and drove a 22% spike in newsletter sign-ups.",
+          "variant": "clear"
+        },
+        {
+          "id": "most-read-tags",
+          "component": "TagBlock",
+          "tags": ["Sustainability", "Urban Planning", "Trending"]
+        },
+        {
+          "id": "readership-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "readership-header",
+            "readership-chart"
+          ]
+        },
+        {
+          "id": "readership-header",
+          "component": "CardHeader",
+          "title": "📈 Readership — Past 30 Days",
+          "subtitle": "Daily unique readers across all published content"
+        },
+        {
+          "id": "readership-chart",
+          "component": "AreaChart",
+          "labels": ["May 26","May 27","May 28","May 29","May 30","May 31","Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14","Jun 15","Jun 16","Jun 17","Jun 18","Jun 19","Jun 20","Jun 21","Jun 22","Jun 23","Jun 24"],
+          "series": ["series-readers"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Unique Readers"
+        },
+        {
+          "id": "series-readers",
+          "component": "Series",
+          "category": "Daily Readers",
+          "values": [4200,4350,4100,4500,4800,3900,3600,5100,8200,7800,6400,5900,5200,4800,5100,5400,5600,5300,5800,6100,5900,6200,6500,6100,6800,7200,6900,7100,7400,7600]
+        },
+        {
+          "id": "drafts-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "drafts-header",
+            "drafts-table"
+          ]
+        },
+        {
+          "id": "drafts-header",
+          "component": "CardHeader",
+          "title": "📝 Drafts",
+          "subtitle": "5 drafts in progress"
+        },
+        {
+          "id": "drafts-table",
+          "component": "Table",
+          "columns": [
+            "col-draft-title",
+            "col-draft-author",
+            "col-draft-category",
+            "col-draft-status",
+            "col-draft-updated"
+          ]
+        },
+        {
+          "id": "col-draft-title",
+          "component": "Col",
+          "label": "Title",
+          "type": "string",
+          "data": ["AI in the Newsroom: A Practical Guide","The Economics of Remote Work","Deep Sea Mining: Promise vs. Peril","Gen Z and the New Voting Landscape","The Rise of Micro-Mobility Cities"]
+        },
+        {
+          "id": "col-draft-author",
+          "component": "Col",
+          "label": "Author",
+          "type": "string",
+          "data": ["James Okafor","Lena Vasquez","Tom Nguyen","Aisha Patel","Carlos Rivera"]
+        },
+        {
+          "id": "col-draft-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Technology","Business","Science","Opinion","Culture"]
+        },
+        {
+          "id": "col-draft-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["🟡 In Review","🟢 Ready to Publish","🔴 Needs Revision","🟡 In Review","🔵 First Draft"]
+        },
+        {
+          "id": "col-draft-updated",
+          "component": "Col",
+          "label": "Last Updated",
+          "type": "string",
+          "data": ["Jun 23, 2025","Jun 22, 2025","Jun 20, 2025","Jun 24, 2025","Jun 18, 2025"]
+        },
+        {
+          "id": "published-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "published-header",
+            "published-list"
+          ]
+        },
+        {
+          "id": "published-header",
+          "component": "CardHeader",
+          "title": "🚀 Published This Week",
+          "subtitle": "4 articles published since Monday, June 23"
+        },
+        {
+          "id": "published-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "pub-item-1",
+            "pub-item-2",
+            "pub-item-3",
+            "pub-item-4"
+          ]
+        },
+        {
+          "id": "pub-item-1",
+          "component": "ListItem",
+          "title": "How Quantum Computing Will Reshape Drug Discovery",
+          "subtitle": "By Maya Chen · Jun 24 · Technology · 12,480 reads"
+        },
+        {
+          "id": "pub-item-2",
+          "component": "ListItem",
+          "title": "The Hidden Cost of Fast Fashion's 'Green' Collections",
+          "subtitle": "By Aisha Patel · Jun 24 · Culture · 9,320 reads"
+        },
+        {
+          "id": "pub-item-3",
+          "component": "ListItem",
+          "title": "Central Banks at a Crossroads: Rate Cuts or Hold?",
+          "subtitle": "By Lena Vasquez · Jun 23 · Business · 15,740 reads"
+        },
+        {
+          "id": "pub-item-4",
+          "component": "ListItem",
+          "title": "CRISPR 3.0: Editing the Editors",
+          "subtitle": "By Tom Nguyen · Jun 23 · Science · 8,910 reads"
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "comments-header",
+            "comments-alert",
+            "comments-list"
+          ]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "💬 Comments Awaiting Reply",
+          "subtitle": "6 unread comments across 3 articles"
+        },
+        {
+          "id": "comments-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Action Needed",
+          "description": "2 comments have been waiting over 48 hours. Prioritize replies to maintain reader engagement."
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "comment-1",
+            "comment-2",
+            "comment-3",
+            "comment-4",
+            "comment-5",
+            "comment-6"
+          ]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "\"Great analysis, but what about the impact on small publishers?\"",
+          "subtitle": "by @reader_mike · on \"Central Banks at a Crossroads\" · 52 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "\"Can you share the dataset used in Figure 3?\"",
+          "subtitle": "by @data_nerd · on \"CRISPR 3.0\" · 49 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "\"This changed my perspective entirely. Thank you!\"",
+          "subtitle": "by @green_living · on \"Fast Fashion's Green Collections\" · 28 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "\"How does this compare to the EU's approach?\"",
+          "subtitle": "by @policy_wonk · on \"Central Banks at a Crossroads\" · 22 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-5",
+          "component": "ListItem",
+          "title": "\"Would love a follow-up on clinical trial timelines.\"",
+          "subtitle": "by @biotech_sara · on \"Quantum Computing & Drug Discovery\" · 14 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-6",
+          "component": "ListItem",
+          "title": "\"The sourcing on this piece is impeccable.\"",
+          "subtitle": "by @journalism_prof · on \"CRISPR 3.0\" · 6 hrs ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "schedule-header",
+            "schedule-form"
+          ]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "📅 Schedule a Publication",
+          "subtitle": "Set a title and target publish date for an upcoming piece"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-publication",
+          "fields": [
+            "schedule-title-control",
+            "schedule-category-control",
+            "schedule-date-control"
+          ],
+          "buttons": "schedule-submit-btn"
+        },
+        {
+          "id": "schedule-title-control",
+          "component": "FormControl",
+          "label": "Article Title",
+          "input": "schedule-title-input",
+          "hint": "Enter the working title for the piece"
+        },
+        {
+          "id": "schedule-title-input",
+          "component": "Input",
+          "name": "article_title",
+          "type": "text",
+          "placeholder": "e.g., The Future of Renewable Energy Storage"
+        },
+        {
+          "id": "schedule-category-control",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "schedule-category-select"
+        },
+        {
+          "id": "schedule-category-select",
+          "component": "Select",
+          "name": "article_category",
+          "placeholder": "Select a category",
+          "items": [
+            "sched-cat-tech",
+            "sched-cat-biz",
+            "sched-cat-culture",
+            "sched-cat-science",
+            "sched-cat-opinion"
+          ]
+        },
+        { "id": "sched-cat-tech", "component": "SelectItem", "value": "technology", "label": "Technology" },
+        { "id": "sched-cat-biz", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "sched-cat-culture", "component": "SelectItem", "value": "culture", "label": "Culture" },
+        { "id": "sched-cat-science", "component": "SelectItem", "value": "science", "label": "Science" },
+        { "id": "sched-cat-opinion", "component": "SelectItem", "value": "opinion", "label": "Opinion" },
+        {
+          "id": "schedule-date-control",
+          "component": "FormControl",
+          "label": "Publish Date",
+          "input": "schedule-date-picker",
+          "hint": "Choose the target publication date"
+        },
+        {
+          "id": "schedule-date-picker",
+          "component": "DatePicker",
+          "name": "publish_date",
+          "mode": "single"
+        },
+        {
+          "id": "schedule-submit-btn",
+          "component": "Buttons",
+          "buttons": ["schedule-confirm-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "schedule-confirm-btn",
+          "component": "Button",
+          "label": "📅 Schedule Publication",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen dashboard covers all eight requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | **Drafts with status** | Table with 5 drafts showing title, author, category, color-coded status, and last updated date |
+| 2 | **Published this week** | Numbered list of 4 articles with read counts |
+| 3 | **Most-read article** | Highlighted sunk card featuring the top performer with stats and context |
+| 4 | **30-day readership** | Area chart with daily unique reader data showing a growth trend |
+| 5 | **Category filter** | Select dropdown at the top with 6 category options |
+| 6 | **Schedule a piece** | Form with title input, category select, and date picker |
+| 7 | **Comments awaiting reply** | List of 6 comments with a warning alert about overdue replies |
+| 8 | **Start a new draft** | Primary "✏️ Start New Draft" button in the toolbar |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..39d3c9719
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r1.txt
@@ -0,0 +1,432 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page-acme",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Sales CRM"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page-acme",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "account-header",
+            "separator-1",
+            "deal-summary-card",
+            "separator-2",
+            "activity-heading",
+            "activity-list",
+            "separator-3",
+            "contacts-heading",
+            "contacts-table",
+            "separator-4",
+            "followups-heading",
+            "followups-table",
+            "separator-5",
+            "note-heading",
+            "note-form",
+            "separator-6",
+            "call-heading",
+            "call-form"
+          ]
+        },
+        {
+          "id": "account-header",
+          "component": "CardHeader",
+          "title": "Acme Corporation",
+          "subtitle": "Account Owner: Sarah Mitchell"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "deal-summary-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "deal-value-label",
+            "deal-value",
+            "deal-stage-row",
+            "renewal-alert"
+          ]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "TextContent",
+          "text": "Total Deal Value",
+          "size": "small"
+        },
+        {
+          "id": "deal-value",
+          "component": "TextContent",
+          "text": "$245,000",
+          "size": "large-heavy"
+        },
+        {
+          "id": "deal-stage-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": [
+            "stage-label",
+            "stage-tag"
+          ]
+        },
+        {
+          "id": "stage-label",
+          "component": "TextContent",
+          "text": "Current Stage:",
+          "size": "small"
+        },
+        {
+          "id": "stage-tag",
+          "component": "Tag",
+          "text": "Negotiation",
+          "variant": "info",
+          "size": "md"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Renewal date is July 15, 2025 — only 18 days remaining. Initiate renewal conversation soon."
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "activity-heading",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": [
+            "activity-1",
+            "activity-2",
+            "activity-3",
+            "activity-4",
+            "activity-5"
+          ]
+        },
+        {
+          "id": "activity-1",
+          "component": "ListItem",
+          "title": "Proposal v2 sent to procurement team",
+          "subtitle": "Jun 26, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-2",
+          "component": "ListItem",
+          "title": "Call with VP of Engineering — discussed integration timeline",
+          "subtitle": "Jun 24, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-3",
+          "component": "ListItem",
+          "title": "Pricing negotiation meeting held",
+          "subtitle": "Jun 21, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-4",
+          "component": "ListItem",
+          "title": "Security questionnaire completed and returned",
+          "subtitle": "Jun 18, 2025 · James Park"
+        },
+        {
+          "id": "activity-5",
+          "component": "ListItem",
+          "title": "Demo delivered to technical stakeholders",
+          "subtitle": "Jun 15, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "contacts-heading",
+          "component": "Heading",
+          "text": "Contacts",
+          "level": "h3"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": [
+            "col-contact-name",
+            "col-contact-role",
+            "col-contact-email"
+          ]
+        },
+        {
+          "id": "col-contact-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Diana Reeves", "Marcus Chen", "Priya Patel", "Tom Okafor"]
+        },
+        {
+          "id": "col-contact-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Economic Buyer (CFO)", "Technical Champion (VP Eng)", "Procurement Lead", "End User (Team Lead)"]
+        },
+        {
+          "id": "col-contact-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": ["d.reeves@acme.com", "m.chen@acme.com", "p.patel@acme.com", "t.okafor@acme.com"]
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "followups-heading",
+          "component": "Heading",
+          "text": "Open Follow-ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": [
+            "col-followup-task",
+            "col-followup-due",
+            "col-followup-priority"
+          ]
+        },
+        {
+          "id": "col-followup-task",
+          "component": "Col",
+          "label": "Task",
+          "type": "string",
+          "data": [
+            "Send revised SOW to Diana Reeves",
+            "Schedule technical deep-dive with Marcus",
+            "Follow up on procurement approval status",
+            "Prepare renewal proposal draft"
+          ]
+        },
+        {
+          "id": "col-followup-due",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Jun 28, 2025", "Jul 1, 2025", "Jul 3, 2025", "Jul 10, 2025"]
+        },
+        {
+          "id": "col-followup-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["High", "Medium", "High", "Critical"]
+        },
+        {
+          "id": "separator-5",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "note-heading",
+          "component": "Heading",
+          "text": "Jot a Note",
+          "level": "h3"
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "jot-note",
+          "fields": ["note-textarea"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "note",
+          "placeholder": "Type a quick note about this account…",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["note-save-btn"]
+        },
+        {
+          "id": "note-save-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "separator-6",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "call-heading",
+          "component": "Heading",
+          "text": "Log a Call",
+          "level": "h3"
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "log-call",
+          "fields": ["call-contact-select", "call-summary-input", "call-outcome-select", "call-notes-textarea"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "contact",
+          "placeholder": "Select contact…",
+          "items": [
+            "call-contact-1",
+            "call-contact-2",
+            "call-contact-3",
+            "call-contact-4"
+          ]
+        },
+        {
+          "id": "call-contact-1",
+          "component": "SelectItem",
+          "value": "diana-reeves",
+          "label": "Diana Reeves (CFO)"
+        },
+        {
+          "id": "call-contact-2",
+          "component": "SelectItem",
+          "value": "marcus-chen",
+          "label": "Marcus Chen (VP Eng)"
+        },
+        {
+          "id": "call-contact-3",
+          "component": "SelectItem",
+          "value": "priya-patel",
+          "label": "Priya Patel (Procurement)"
+        },
+        {
+          "id": "call-contact-4",
+          "component": "SelectItem",
+          "value": "tom-okafor",
+          "label": "Tom Okafor (Team Lead)"
+        },
+        {
+          "id": "call-summary-input",
+          "component": "Input",
+          "name": "call-summary",
+          "type": "text",
+          "placeholder": "Brief call summary (e.g., Discussed pricing tiers)"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "outcome",
+          "placeholder": "Call outcome…",
+          "items": [
+            "outcome-1",
+            "outcome-2",
+            "outcome-3",
+            "outcome-4"
+          ]
+        },
+        {
+          "id": "outcome-1",
+          "component": "SelectItem",
+          "value": "positive",
+          "label": "Positive — moving forward"
+        },
+        {
+          "id": "outcome-2",
+          "component": "SelectItem",
+          "value": "neutral",
+          "label": "Neutral — no decision yet"
+        },
+        {
+          "id": "outcome-3",
+          "component": "SelectItem",
+          "value": "objection",
+          "label": "Objection raised"
+        },
+        {
+          "id": "outcome-4",
+          "component": "SelectItem",
+          "value": "no-answer",
+          "label": "No answer / voicemail"
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "call-notes",
+          "placeholder": "Additional notes or next steps from the call…",
+          "rows": 2
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["call-log-btn"]
+        },
+        {
+          "id": "call-log-btn",
+          "component": "Button",
+          "label": "Log Call",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's the complete account page covering all 9 items:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Account name & owner | **CardHeader** — "Acme Corporation" / "Owner: Sarah Mitchell" |
+| 2 | Total deal value | Large bold **TextContent** — $245,000 |
+| 3 | Current deal stage | **Tag** badge — "Negotiation" |
+| 4 | Recent activity | Numbered **ListBlock** with 5 entries, newest first |
+| 5 | Contacts + roles | **Table** with Name, Role, and Email columns |
+| 6 | Open follow-ups | **Table** with Task, Due Date, and Priority columns |
+| 7 | Jot a note | **Form** with a TextArea and Save button |
+| 8 | Renewal date + warning | **Alert** (warning variant) flagging the July 15 renewal as 18 days away |
+| 9 | Log a call | **Form** with contact selector, summary input, outcome dropdown, notes, and a Log Call button |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..f95a4919a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r2.txt
@@ -0,0 +1,407 @@
+Here's a comprehensive sales rep account page covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Sales CRM"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-section", "deal-section", "activity-section", "contacts-section", "followups-section", "note-section", "call-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["account-header", "owner-text"]
+        },
+        {
+          "id": "account-header",
+          "component": "CardHeader",
+          "title": "Acme Corporation",
+          "subtitle": "Enterprise Account"
+        },
+        {
+          "id": "owner-text",
+          "component": "TextContent",
+          "text": "**Account Owner:** Sarah Mitchell  \n**Region:** West Coast  \n**Account Tier:** Strategic",
+          "size": "default"
+        },
+        {
+          "id": "deal-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["deal-header", "deal-metrics-row", "renewal-alert"]
+        },
+        {
+          "id": "deal-header",
+          "component": "CardHeader",
+          "title": "Deal Overview"
+        },
+        {
+          "id": "deal-metrics-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["deal-value-text", "stage-tag", "renewal-text"]
+        },
+        {
+          "id": "deal-value-text",
+          "component": "TextContent",
+          "text": "**Total Deal Value**  \n$285,000",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stage-tag",
+          "component": "Tag",
+          "text": "Stage: Proposal Sent",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "renewal-text",
+          "component": "TextContent",
+          "text": "**Renewal Date**  \nJuly 15, 2025",
+          "size": "default"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Renewal date is within 30 days. Initiate renewal conversation and confirm stakeholder alignment before July 15, 2025."
+        },
+        {
+          "id": "activity-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activity-header", "activity-list"]
+        },
+        {
+          "id": "activity-header",
+          "component": "CardHeader",
+          "title": "Recent Activity",
+          "subtitle": "Most recent first"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["activity-1", "activity-2", "activity-3", "activity-4", "activity-5"]
+        },
+        {
+          "id": "activity-1",
+          "component": "ListItem",
+          "title": "Proposal v2 sent to procurement team",
+          "subtitle": "Jun 18, 2025 · Sarah Mitchell · Email"
+        },
+        {
+          "id": "activity-2",
+          "component": "ListItem",
+          "title": "Discovery call with VP of Engineering",
+          "subtitle": "Jun 14, 2025 · Sarah Mitchell · Call (32 min)"
+        },
+        {
+          "id": "activity-3",
+          "component": "ListItem",
+          "title": "Pricing sheet shared with finance",
+          "subtitle": "Jun 11, 2025 · Sarah Mitchell · Email"
+        },
+        {
+          "id": "activity-4",
+          "component": "ListItem",
+          "title": "Demo completed for technical team",
+          "subtitle": "Jun 8, 2025 · James Park · Meeting"
+        },
+        {
+          "id": "activity-5",
+          "component": "ListItem",
+          "title": "Initial outreach — connected on LinkedIn",
+          "subtitle": "Jun 2, 2025 · Sarah Mitchell · Social"
+        },
+        {
+          "id": "contacts-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["contacts-header", "contacts-table"]
+        },
+        {
+          "id": "contacts-header",
+          "component": "CardHeader",
+          "title": "Contacts",
+          "subtitle": "Key stakeholders at Acme Corporation"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["col-contact-name", "col-contact-role", "col-contact-email", "col-contact-phone"]
+        },
+        {
+          "id": "col-contact-name",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Diana Reyes", "Tom Nakamura", "Priya Sharma", "Kevin O'Brien"]
+        },
+        {
+          "id": "col-contact-role",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["VP of Engineering (Champion)", "CFO (Economic Buyer)", "Procurement Lead", "IT Director (Technical Buyer)"]
+        },
+        {
+          "id": "col-contact-email",
+          "component": "Col",
+          "label": "Email",
+          "type": "string",
+          "data": ["d.reyes@acme.com", "t.nakamura@acme.com", "p.sharma@acme.com", "k.obrien@acme.com"]
+        },
+        {
+          "id": "col-contact-phone",
+          "component": "Col",
+          "label": "Phone",
+          "type": "string",
+          "data": ["(415) 555-0142", "(415) 555-0198", "(415) 555-0177", "(415) 555-0163"]
+        },
+        {
+          "id": "followups-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["followups-header", "followups-table"]
+        },
+        {
+          "id": "followups-header",
+          "component": "CardHeader",
+          "title": "Open Follow-Ups",
+          "subtitle": "Pending tasks and next steps"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": ["col-task", "col-due-date", "col-priority", "col-status"]
+        },
+        {
+          "id": "col-task",
+          "component": "Col",
+          "label": "Task",
+          "type": "string",
+          "data": ["Send revised SOW to Diana", "Schedule exec sponsor call", "Follow up on security questionnaire", "Prepare renewal proposal"]
+        },
+        {
+          "id": "col-due-date",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["Jun 22, 2025", "Jun 25, 2025", "Jun 28, 2025", "Jul 5, 2025"]
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "type": "string",
+          "data": ["High", "High", "Medium", "High"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Overdue", "Due Soon", "On Track", "Not Started"]
+        },
+        {
+          "id": "note-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["note-header", "note-form"]
+        },
+        {
+          "id": "note-header",
+          "component": "CardHeader",
+          "title": "Quick Note",
+          "subtitle": "Jot down a thought or observation"
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "quick-note",
+          "fields": ["note-textarea"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "note",
+          "placeholder": "e.g. Diana mentioned budget approval expected by end of month...",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["note-submit-btn"]
+        },
+        {
+          "id": "note-submit-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "call-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["call-header", "call-form"]
+        },
+        {
+          "id": "call-header",
+          "component": "CardHeader",
+          "title": "Log a Call",
+          "subtitle": "Record details from your latest conversation"
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "log-call",
+          "fields": ["call-contact-select", "call-summary-input", "call-outcome-select", "call-notes-textarea"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "contact",
+          "placeholder": "Select contact...",
+          "items": ["call-contact-1", "call-contact-2", "call-contact-3", "call-contact-4"]
+        },
+        {
+          "id": "call-contact-1",
+          "component": "SelectItem",
+          "value": "diana",
+          "label": "Diana Reyes"
+        },
+        {
+          "id": "call-contact-2",
+          "component": "SelectItem",
+          "value": "tom",
+          "label": "Tom Nakamura"
+        },
+        {
+          "id": "call-contact-3",
+          "component": "SelectItem",
+          "value": "priya",
+          "label": "Priya Sharma"
+        },
+        {
+          "id": "call-contact-4",
+          "component": "SelectItem",
+          "value": "kevin",
+          "label": "Kevin O'Brien"
+        },
+        {
+          "id": "call-summary-input",
+          "component": "Input",
+          "name": "summary",
+          "type": "text",
+          "placeholder": "Brief call summary (e.g. Discussed pricing tiers)"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "outcome",
+          "placeholder": "Call outcome...",
+          "items": ["outcome-1", "outcome-2", "outcome-3", "outcome-4"]
+        },
+        {
+          "id": "outcome-1",
+          "component": "SelectItem",
+          "value": "positive",
+          "label": "Positive — moving forward"
+        },
+        {
+          "id": "outcome-2",
+          "component": "SelectItem",
+          "value": "neutral",
+          "label": "Neutral — needs more info"
+        },
+        {
+          "id": "outcome-3",
+          "component": "SelectItem",
+          "value": "objection",
+          "label": "Objection raised"
+        },
+        {
+          "id": "outcome-4",
+          "component": "SelectItem",
+          "value": "no-answer",
+          "label": "No answer / voicemail"
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "call_notes",
+          "placeholder": "Detailed notes, next steps, action items...",
+          "rows": 4
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "buttons": ["call-submit-btn", "call-cancel-btn"]
+        },
+        {
+          "id": "call-submit-btn",
+          "component": "Button",
+          "label": "Log Call",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "call-cancel-btn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This account page covers all 9 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Account name & owner | Header card with "Acme Corporation" and owner Sarah Mitchell |
+| 2 | Total deal value | Prominent **$285,000** in the deal overview metrics row |
+| 3 | Current deal stage | Blue tag showing "Proposal Sent" |
+| 4 | Recent activity | Numbered list of 5 activities, most recent first |
+| 5 | Contacts with roles | Table with name, role (Champion, Economic Buyer, etc.), email & phone |
+| 6 | Open follow-ups | Table with task, due date, priority, and status |
+| 7 | Jot a note | Quick Note form with a text area and Save button |
+| 8 | Renewal date + warning | Date shown in metrics row + yellow **Alert** banner flagging the 30-day window |
+| 9 | Log a call | Full form with contact selector, summary, outcome dropdown, notes, and submit |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..499fdbd3f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r3.txt
@@ -0,0 +1,474 @@
+Here's a complete sales rep account page covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Sales CRM"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "renewal-alert", "metrics-row", "separator-1", "activity-section", "separator-2", "contacts-section", "separator-3", "followups-section", "separator-4", "note-section", "separator-5", "call-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Acme Corporation",
+          "subtitle": "Account Owner: Sarah Mitchell"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Renewal date is July 15, 2025 — only 18 days away. Initiate renewal conversation soon."
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "l",
+          "children": ["deal-value-card", "stage-card", "renewal-card"]
+        },
+        {
+          "id": "deal-value-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["deal-value-label", "deal-value-text"]
+        },
+        {
+          "id": "deal-value-label",
+          "component": "Label",
+          "text": "Total Deal Value"
+        },
+        {
+          "id": "deal-value-text",
+          "component": "TextContent",
+          "text": "**$248,500**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "stage-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["stage-label", "stage-tag"]
+        },
+        {
+          "id": "stage-label",
+          "component": "Label",
+          "text": "Current Deal Stage"
+        },
+        {
+          "id": "stage-tag",
+          "component": "Tag",
+          "text": "Negotiation",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "renewal-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["renewal-label", "renewal-text"]
+        },
+        {
+          "id": "renewal-label",
+          "component": "Label",
+          "text": "Renewal Date"
+        },
+        {
+          "id": "renewal-text",
+          "component": "TextContent",
+          "text": "**July 15, 2025**",
+          "size": "default"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "activity-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["activity-heading", "activity-list"]
+        },
+        {
+          "id": "activity-heading",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["activity-1", "activity-2", "activity-3", "activity-4", "activity-5"]
+        },
+        {
+          "id": "activity-1",
+          "component": "ListItem",
+          "title": "Proposal sent to procurement team",
+          "subtitle": "Jun 25, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-2",
+          "component": "ListItem",
+          "title": "Discovery call with VP of Engineering",
+          "subtitle": "Jun 22, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-3",
+          "component": "ListItem",
+          "title": "Pricing negotiation email exchanged",
+          "subtitle": "Jun 19, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "activity-4",
+          "component": "ListItem",
+          "title": "Technical demo completed",
+          "subtitle": "Jun 15, 2025 · James Park (SE)"
+        },
+        {
+          "id": "activity-5",
+          "component": "ListItem",
+          "title": "Initial outreach — connected via LinkedIn",
+          "subtitle": "Jun 10, 2025 · Sarah Mitchell"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "contacts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["contacts-heading", "contacts-table"]
+        },
+        {
+          "id": "contacts-heading",
+          "component": "Heading",
+          "text": "Contacts",
+          "level": "h3"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["col-name", "col-role", "col-email", "col-phone"]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Name",
+          "data": ["Diana Torres", "Michael Chen", "Lisa Patel", "Robert Kim"],
+          "type": "string"
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Decision Maker (CTO)", "Champion (VP Eng)", "Influencer (Procurement)", "Economic Buyer (CFO)"],
+          "type": "string"
+        },
+        {
+          "id": "col-email",
+          "component": "Col",
+          "label": "Email",
+          "data": ["d.torres@acme.com", "m.chen@acme.com", "l.patel@acme.com", "r.kim@acme.com"],
+          "type": "string"
+        },
+        {
+          "id": "col-phone",
+          "component": "Col",
+          "label": "Phone",
+          "data": ["(555) 201-3344", "(555) 201-7890", "(555) 201-5521", "(555) 201-9012"],
+          "type": "string"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "followups-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["followups-heading", "followups-table"]
+        },
+        {
+          "id": "followups-heading",
+          "component": "Heading",
+          "text": "Open Follow-Ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": ["col-task", "col-due", "col-priority", "col-status"]
+        },
+        {
+          "id": "col-task",
+          "component": "Col",
+          "label": "Task",
+          "data": ["Send revised pricing to Diana", "Schedule exec sponsor intro", "Follow up on security questionnaire", "Prepare renewal proposal"],
+          "type": "string"
+        },
+        {
+          "id": "col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["Jun 28, 2025", "Jul 1, 2025", "Jul 3, 2025", "Jul 10, 2025"],
+          "type": "string"
+        },
+        {
+          "id": "col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["High", "Medium", "High", "Critical"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "Not Started", "Waiting on Client", "Not Started"],
+          "type": "string"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "note-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["note-heading", "note-form"]
+        },
+        {
+          "id": "note-heading",
+          "component": "Heading",
+          "text": "Jot a Note",
+          "level": "h3"
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "jot-note",
+          "fields": ["note-input"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-input",
+          "component": "FormControl",
+          "label": "Note",
+          "input": "note-textarea",
+          "hint": "Quick thoughts, meeting takeaways, or reminders."
+        },
+        {
+          "id": "note-textarea",
+          "component": "TextArea",
+          "name": "note",
+          "placeholder": "e.g., Diana mentioned budget approval expected next week...",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["note-save-btn"]
+        },
+        {
+          "id": "note-save-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "separator-5",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "call-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "children": ["call-heading", "call-form"]
+        },
+        {
+          "id": "call-heading",
+          "component": "Heading",
+          "text": "Log a Call",
+          "level": "h3"
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "log-call",
+          "fields": ["call-contact-field", "call-date-field", "call-outcome-field", "call-notes-field"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-field",
+          "component": "FormControl",
+          "label": "Contact",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "contact",
+          "placeholder": "Select contact...",
+          "items": ["call-contact-1", "call-contact-2", "call-contact-3", "call-contact-4"]
+        },
+        {
+          "id": "call-contact-1",
+          "component": "SelectItem",
+          "value": "diana",
+          "label": "Diana Torres (CTO)"
+        },
+        {
+          "id": "call-contact-2",
+          "component": "SelectItem",
+          "value": "michael",
+          "label": "Michael Chen (VP Eng)"
+        },
+        {
+          "id": "call-contact-3",
+          "component": "SelectItem",
+          "value": "lisa",
+          "label": "Lisa Patel (Procurement)"
+        },
+        {
+          "id": "call-contact-4",
+          "component": "SelectItem",
+          "value": "robert",
+          "label": "Robert Kim (CFO)"
+        },
+        {
+          "id": "call-date-field",
+          "component": "FormControl",
+          "label": "Call Date",
+          "input": "call-date-picker"
+        },
+        {
+          "id": "call-date-picker",
+          "component": "DatePicker",
+          "name": "call_date",
+          "mode": "single"
+        },
+        {
+          "id": "call-outcome-field",
+          "component": "FormControl",
+          "label": "Outcome",
+          "input": "call-outcome-select"
+        },
+        {
+          "id": "call-outcome-select",
+          "component": "Select",
+          "name": "outcome",
+          "placeholder": "Select outcome...",
+          "items": ["outcome-1", "outcome-2", "outcome-3", "outcome-4"]
+        },
+        {
+          "id": "outcome-1",
+          "component": "SelectItem",
+          "value": "connected",
+          "label": "Connected — Positive"
+        },
+        {
+          "id": "outcome-2",
+          "component": "SelectItem",
+          "value": "voicemail",
+          "label": "Left Voicemail"
+        },
+        {
+          "id": "outcome-3",
+          "component": "SelectItem",
+          "value": "no-answer",
+          "label": "No Answer"
+        },
+        {
+          "id": "outcome-4",
+          "component": "SelectItem",
+          "value": "gatekeeper",
+          "label": "Reached Gatekeeper"
+        },
+        {
+          "id": "call-notes-field",
+          "component": "FormControl",
+          "label": "Call Notes",
+          "input": "call-notes-textarea",
+          "hint": "Summary of the conversation, next steps, etc."
+        },
+        {
+          "id": "call-notes-textarea",
+          "component": "TextArea",
+          "name": "call_notes",
+          "placeholder": "e.g., Discussed timeline concerns. Agreed to send case studies by Friday.",
+          "rows": 3
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "buttons": ["call-save-btn"]
+        },
+        {
+          "id": "call-save-btn",
+          "component": "Button",
+          "label": "Log Call",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This account page covers all 9 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Account name & owner | Card header at top |
+| 2 | Total deal value | **$248,500** in the metrics row |
+| 3 | Current deal stage | "Negotiation" tag with info styling |
+| 4 | Recent activity | Numbered list in chronological order |
+| 5 | Contacts with roles | Table with name, role, email, phone |
+| 6 | Open follow-ups | Table with task, due date, priority, status |
+| 7 | Jot a note | Textarea form with save button |
+| 8 | Renewal date + warning | Date shown in metrics + yellow alert banner (18 days out) |
+| 9 | Log a call | Full form with contact picker, date, outcome, and notes |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..357f4584c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-crm__r4.txt
@@ -0,0 +1,383 @@
+Here's a comprehensive sales rep account page covering all 9 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "account-page-001",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Sales CRM"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "account-page-001",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "deal-metrics-row", "renewal-alert", "activity-section", "contacts-section", "followups-section", "note-section", "call-log-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-content"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card"
+        },
+        {
+          "id": "header-content",
+          "component": "CardHeader",
+          "title": "Acme Corporation",
+          "subtitle": "Account Owner: Sarah Mitchell"
+        },
+        {
+          "id": "deal-metrics-row",
+          "component": "Card",
+          "children": ["deal-value-block", "deal-stage-block"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "deal-value-block",
+          "component": "Card",
+          "children": ["deal-value-label", "deal-value-amount"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "deal-value-label",
+          "component": "Label",
+          "text": "Total Deal Value"
+        },
+        {
+          "id": "deal-value-amount",
+          "component": "TextContent",
+          "text": "$248,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "deal-stage-block",
+          "component": "Card",
+          "children": ["deal-stage-label", "deal-stage-tag"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "deal-stage-label",
+          "component": "Label",
+          "text": "Current Deal Stage"
+        },
+        {
+          "id": "deal-stage-tag",
+          "component": "Tag",
+          "text": "Negotiation",
+          "variant": "info",
+          "size": "lg"
+        },
+        {
+          "id": "renewal-alert",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Renewal Approaching",
+          "description": "Renewal date is June 15, 2025 — only 18 days remaining. Initiate renewal conversation now to avoid lapse."
+        },
+        {
+          "id": "activity-section",
+          "component": "Card",
+          "children": ["activity-header", "activity-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "activity-header",
+          "component": "Heading",
+          "text": "Recent Activity",
+          "level": "h3"
+        },
+        {
+          "id": "activity-list",
+          "component": "ListBlock",
+          "items": ["activity-1", "activity-2", "activity-3", "activity-4", "activity-5"],
+          "variant": "number"
+        },
+        {
+          "id": "activity-1",
+          "component": "ListItem",
+          "title": "Proposal v3 sent to procurement",
+          "subtitle": "Today, 9:42 AM — Sarah Mitchell"
+        },
+        {
+          "id": "activity-2",
+          "component": "ListItem",
+          "title": "Call with VP of Engineering (32 min)",
+          "subtitle": "Yesterday, 2:15 PM — Sarah Mitchell"
+        },
+        {
+          "id": "activity-3",
+          "component": "ListItem",
+          "title": "Pricing revision requested by client",
+          "subtitle": "May 22, 11:00 AM — Inbound"
+        },
+        {
+          "id": "activity-4",
+          "component": "ListItem",
+          "title": "Demo environment provisioned",
+          "subtitle": "May 20, 4:30 PM — Solutions Team"
+        },
+        {
+          "id": "activity-5",
+          "component": "ListItem",
+          "title": "Initial discovery call completed",
+          "subtitle": "May 15, 10:00 AM — Sarah Mitchell"
+        },
+        {
+          "id": "contacts-section",
+          "component": "Card",
+          "children": ["contacts-header", "contacts-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "contacts-header",
+          "component": "Heading",
+          "text": "Contacts",
+          "level": "h3"
+        },
+        {
+          "id": "contacts-table",
+          "component": "Table",
+          "columns": ["contact-name-col", "contact-role-col", "contact-email-col"]
+        },
+        {
+          "id": "contact-name-col",
+          "component": "Col",
+          "label": "Name",
+          "data": ["James Rodriguez", "Linda Chen", "Robert Okafor", "Emily Watson"],
+          "type": "string"
+        },
+        {
+          "id": "contact-role-col",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Decision Maker — VP Engineering", "Champion — Sr. Platform Lead", "Influencer — Procurement Director", "End User — Team Lead"],
+          "type": "string"
+        },
+        {
+          "id": "contact-email-col",
+          "component": "Col",
+          "label": "Email",
+          "data": ["j.rodriguez@acme.com", "l.chen@acme.com", "r.okafor@acme.com", "e.watson@acme.com"],
+          "type": "string"
+        },
+        {
+          "id": "followups-section",
+          "component": "Card",
+          "children": ["followups-header", "followups-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "followups-header",
+          "component": "Heading",
+          "text": "Open Follow-Ups",
+          "level": "h3"
+        },
+        {
+          "id": "followups-table",
+          "component": "Table",
+          "columns": ["followup-task-col", "followup-due-col", "followup-priority-col"]
+        },
+        {
+          "id": "followup-task-col",
+          "component": "Col",
+          "label": "Task",
+          "data": ["Send revised pricing to Linda", "Schedule exec sponsor intro", "Follow up on security questionnaire", "Prepare renewal proposal"],
+          "type": "string"
+        },
+        {
+          "id": "followup-due-col",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["May 29, 2025", "Jun 2, 2025", "Jun 5, 2025", "Jun 10, 2025"],
+          "type": "string"
+        },
+        {
+          "id": "followup-priority-col",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["High", "Medium", "High", "Critical"],
+          "type": "string"
+        },
+        {
+          "id": "note-section",
+          "component": "Card",
+          "children": ["note-header", "note-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "note-header",
+          "component": "Heading",
+          "text": "Jot a Note",
+          "level": "h3"
+        },
+        {
+          "id": "note-form",
+          "component": "Form",
+          "name": "jot-note",
+          "fields": ["note-input"],
+          "buttons": "note-buttons"
+        },
+        {
+          "id": "note-input",
+          "component": "TextArea",
+          "name": "note",
+          "placeholder": "Type a quick note about this account…",
+          "rows": 3
+        },
+        {
+          "id": "note-buttons",
+          "component": "Buttons",
+          "buttons": ["note-save-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "note-save-btn",
+          "component": "Button",
+          "label": "Save Note",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "call-log-section",
+          "component": "Card",
+          "children": ["call-header", "call-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "call-header",
+          "component": "Heading",
+          "text": "Log a Call",
+          "level": "h3"
+        },
+        {
+          "id": "call-form",
+          "component": "Form",
+          "name": "log-call",
+          "fields": ["call-contact-field", "call-date-field", "call-duration-field", "call-summary-field"],
+          "buttons": "call-buttons"
+        },
+        {
+          "id": "call-contact-field",
+          "component": "FormControl",
+          "label": "Contact",
+          "input": "call-contact-select"
+        },
+        {
+          "id": "call-contact-select",
+          "component": "Select",
+          "name": "contact",
+          "placeholder": "Select contact…",
+          "items": ["call-contact-opt-1", "call-contact-opt-2", "call-contact-opt-3", "call-contact-opt-4"]
+        },
+        {
+          "id": "call-contact-opt-1",
+          "component": "SelectItem",
+          "value": "james",
+          "label": "James Rodriguez"
+        },
+        {
+          "id": "call-contact-opt-2",
+          "component": "SelectItem",
+          "value": "linda",
+          "label": "Linda Chen"
+        },
+        {
+          "id": "call-contact-opt-3",
+          "component": "SelectItem",
+          "value": "robert",
+          "label": "Robert Okafor"
+        },
+        {
+          "id": "call-contact-opt-4",
+          "component": "SelectItem",
+          "value": "emily",
+          "label": "Emily Watson"
+        },
+        {
+          "id": "call-date-field",
+          "component": "FormControl",
+          "label": "Call Date",
+          "input": "call-date-picker"
+        },
+        {
+          "id": "call-date-picker",
+          "component": "DatePicker",
+          "name": "call_date",
+          "mode": "single"
+        },
+        {
+          "id": "call-duration-field",
+          "component": "FormControl",
+          "label": "Duration (minutes)",
+          "input": "call-duration-input"
+        },
+        {
+          "id": "call-duration-input",
+          "component": "Input",
+          "name": "duration",
+          "type": "number",
+          "placeholder": "e.g. 30"
+        },
+        {
+          "id": "call-summary-field",
+          "component": "FormControl",
+          "label": "Summary",
+          "input": "call-summary-textarea"
+        },
+        {
+          "id": "call-summary-textarea",
+          "component": "TextArea",
+          "name": "summary",
+          "placeholder": "Brief summary of the call…",
+          "rows": 3
+        },
+        {
+          "id": "call-buttons",
+          "component": "Buttons",
+          "buttons": ["call-save-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "call-save-btn",
+          "component": "Button",
+          "label": "Log Call",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..f12b54556
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r1.txt
@@ -0,0 +1,266 @@
+
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "startup-finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Finance Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "startup-finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-section", "chart-section", "transactions-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-title", "header-controls"],
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Month-End Finance Summary",
+          "level": "h2"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "children": ["month-selector", "download-button"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "variant": "clear"
+        },
+        {
+          "id": "month-selector",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select month",
+          "value": "2025-06",
+          "items": ["month-jan", "month-feb", "month-mar", "month-apr", "month-may", "month-jun"],
+          "size": "medium"
+        },
+        {
+          "id": "month-jan",
+          "component": "SelectItem",
+          "value": "2025-01",
+          "label": "January 2025"
+        },
+        {
+          "id": "month-feb",
+          "component": "SelectItem",
+          "value": "2025-02",
+          "label": "February 2025"
+        },
+        {
+          "id": "month-mar",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025"
+        },
+        {
+          "id": "month-apr",
+          "component": "SelectItem",
+          "value": "2025-04",
+          "label": "April 2025"
+        },
+        {
+          "id": "month-may",
+          "component": "SelectItem",
+          "value": "2025-05",
+          "label": "May 2025"
+        },
+        {
+          "id": "month-jun",
+          "component": "SelectItem",
+          "value": "2025-06",
+          "label": "June 2025"
+        },
+        {
+          "id": "download-button",
+          "component": "Button",
+          "label": "Download Statement",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "download", "url": "/api/statements/2025-06.pdf"}]
+        },
+        {
+          "id": "metrics-section",
+          "component": "Card",
+          "children": ["cash-metric", "burn-metric", "runway-metric"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "cash-metric",
+          "component": "Card",
+          "children": ["cash-label", "cash-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "cash-label",
+          "component": "TextContent",
+          "text": "Cash on Hand",
+          "size": "small"
+        },
+        {
+          "id": "cash-value",
+          "component": "TextContent",
+          "text": "$847,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "burn-metric",
+          "component": "Card",
+          "children": ["burn-label", "burn-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "burn-label",
+          "component": "TextContent",
+          "text": "Monthly Burn",
+          "size": "small"
+        },
+        {
+          "id": "burn-value",
+          "component": "TextContent",
+          "text": "$125,000",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-metric",
+          "component": "Card",
+          "children": ["runway-label", "runway-value", "runway-progress"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "Months of Runway",
+          "size": "small"
+        },
+        {
+          "id": "runway-value",
+          "component": "TextContent",
+          "text": "6.8 months",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-progress",
+          "component": "Progress",
+          "value": 38,
+          "label": "38% of 18-month target"
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "children": ["chart-header", "expense-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "chart-header",
+          "component": "CardHeader",
+          "title": "Expenses by Category",
+          "subtitle": "June 2025 — Total: $125,000"
+        },
+        {
+          "id": "expense-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Marketing", "Operations", "Sales", "Admin & Legal"],
+          "values": [52000, 28000, 18000, 15000, 12000],
+          "variant": "donut"
+        },
+        {
+          "id": "transactions-section",
+          "component": "Card",
+          "children": ["tx-header", "tx-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "tx-header",
+          "component": "CardHeader",
+          "title": "Transactions Above $10,000",
+          "subtitle": "4 transactions this month"
+        },
+        {
+          "id": "tx-table",
+          "component": "Table",
+          "columns": ["col-date", "col-vendor", "col-category", "col-amount"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jun 3", "Jun 8", "Jun 12", "Jun 22"],
+          "type": "string"
+        },
+        {
+          "id": "col-vendor",
+          "component": "Col",
+          "label": "Vendor",
+          "data": ["AWS", "Google Ads", "WeWork", "Acme Contractors"],
+          "type": "string"
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Engineering", "Marketing", "Operations", "Engineering"],
+          "type": "string"
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$18,500", "$14,200", "$12,000", "$11,500"],
+          "type": "string"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your month-end finance dashboard covering all seven requirements:
+
+| # | Requirement | How it's addressed |
+|---|---|---|
+| 1 | Cash on hand | **$847,500** displayed in a sunken metric card |
+| 2 | Monthly burn | **$125,000** in its own metric card |
+| 3 | Months of runway | **6.8 months** with a progress bar showing it against an 18-month target |
+| 4 | Expenses by category | Donut chart breaking down Engineering, Marketing, Operations, Sales, and Admin |
+| 5 | Transactions > $10K | Table listing 4 large transactions with date, vendor, category, and amount |
+| 6 | Switch months | Dropdown selector (Jan–Jun 2025) in the header |
+| 7 | Download statement | "Download Statement" button in the header |
+
+The layout uses a top-down hierarchy: header with controls → key metrics row → expense chart → transaction table, making it scannable at a glance.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..3f433ab98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r2.txt
@@ -0,0 +1,323 @@
+
+
+Here's a complete month-end finance dashboard for a startup:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "startup-finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Finance Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "startup-finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "kpi-row", "expenses-section", "transactions-section"]
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "header-controls"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Month-End Finance Overview",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["month-select-control", "download-btn"]
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Viewing Month",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select month",
+          "value": "2025-06",
+          "items": ["month-opt-1", "month-opt-2", "month-opt-3", "month-opt-4", "month-opt-5", "month-opt-6"]
+        },
+        {
+          "id": "month-opt-1",
+          "component": "SelectItem",
+          "value": "2025-01",
+          "label": "January 2025"
+        },
+        {
+          "id": "month-opt-2",
+          "component": "SelectItem",
+          "value": "2025-02",
+          "label": "February 2025"
+        },
+        {
+          "id": "month-opt-3",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025"
+        },
+        {
+          "id": "month-opt-4",
+          "component": "SelectItem",
+          "value": "2025-04",
+          "label": "April 2025"
+        },
+        {
+          "id": "month-opt-5",
+          "component": "SelectItem",
+          "value": "2025-05",
+          "label": "May 2025"
+        },
+        {
+          "id": "month-opt-6",
+          "component": "SelectItem",
+          "value": "2025-06",
+          "label": "June 2025"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "⬇ Download Statement",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-cash", "kpi-burn", "kpi-runway"]
+        },
+        {
+          "id": "kpi-cash",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-cash-header", "kpi-cash-value", "kpi-cash-note"]
+        },
+        {
+          "id": "kpi-cash-header",
+          "component": "TextContent",
+          "text": "💰 Cash on Hand",
+          "size": "small"
+        },
+        {
+          "id": "kpi-cash-value",
+          "component": "TextContent",
+          "text": "$2,847,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-cash-note",
+          "component": "TextContent",
+          "text": "Across 2 accounts (Operating + Reserve)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-burn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-burn-header", "kpi-burn-value", "kpi-burn-note"]
+        },
+        {
+          "id": "kpi-burn-header",
+          "component": "TextContent",
+          "text": "🔥 Monthly Burn",
+          "size": "small"
+        },
+        {
+          "id": "kpi-burn-value",
+          "component": "TextContent",
+          "text": "$312,400",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-burn-note",
+          "component": "TextContent",
+          "text": "↑ 4.2% vs. May ($299,800)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-runway-header", "kpi-runway-value", "kpi-runway-note"]
+        },
+        {
+          "id": "kpi-runway-header",
+          "component": "TextContent",
+          "text": "🛫 Months of Runway",
+          "size": "small"
+        },
+        {
+          "id": "kpi-runway-value",
+          "component": "TextContent",
+          "text": "9.1 months",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-runway-note",
+          "component": "TextContent",
+          "text": "Projected depletion: March 2026",
+          "size": "small"
+        },
+        {
+          "id": "expenses-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["expenses-header", "expenses-chart", "expenses-breakdown-table"]
+        },
+        {
+          "id": "expenses-header",
+          "component": "CardHeader",
+          "title": "Expenses by Category",
+          "subtitle": "June 2025 — Total: $312,400"
+        },
+        {
+          "id": "expenses-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Sales & Marketing", "Operations", "G&A", "Infrastructure"],
+          "values": [142000, 68500, 41200, 35700, 25000],
+          "variant": "donut"
+        },
+        {
+          "id": "expenses-breakdown-table",
+          "component": "Table",
+          "columns": ["exp-col-category", "exp-col-amount", "exp-col-pct", "exp-col-trend"]
+        },
+        {
+          "id": "exp-col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Engineering", "Sales & Marketing", "Operations", "G&A", "Infrastructure"]
+        },
+        {
+          "id": "exp-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$142,000", "$68,500", "$41,200", "$35,700", "$25,000"]
+        },
+        {
+          "id": "exp-col-pct",
+          "component": "Col",
+          "label": "% of Total",
+          "data": ["45.5%", "21.9%", "13.2%", "11.4%", "8.0%"]
+        },
+        {
+          "id": "exp-col-trend",
+          "component": "Col",
+          "label": "MoM Change",
+          "data": ["+2.1%", "+8.4%", "-1.3%", "+0.5%", "+3.7%"]
+        },
+        {
+          "id": "transactions-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["transactions-header", "transactions-alert", "transactions-table"]
+        },
+        {
+          "id": "transactions-header",
+          "component": "CardHeader",
+          "title": "Large Transactions (≥ $10,000)",
+          "subtitle": "June 2025 — 7 transactions found"
+        },
+        {
+          "id": "transactions-alert",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Attention",
+          "description": "AWS invoice increased 22% MoM. Consider reviewing reserved instance commitments."
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": ["txn-col-date", "txn-col-desc", "txn-col-category", "txn-col-amount", "txn-col-status"]
+        },
+        {
+          "id": "txn-col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jun 28", "Jun 25", "Jun 20", "Jun 15", "Jun 12", "Jun 08", "Jun 03"]
+        },
+        {
+          "id": "txn-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["AWS Cloud Services", "Payroll — Engineering", "Google Ads Campaign", "Office Lease (Q3)", "Payroll — Sales", "Datadog Monitoring", "Legal — Series B Prep"]
+        },
+        {
+          "id": "txn-col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Infrastructure", "Engineering", "Sales & Marketing", "Operations", "Sales & Marketing", "Infrastructure", "G&A"]
+        },
+        {
+          "id": "txn-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$25,000", "$89,400", "$18,200", "$14,500", "$42,100", "$11,300", "$15,000"]
+        },
+        {
+          "id": "txn-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Cleared", "Cleared", "Cleared", "Cleared", "Cleared", "Pending", "Cleared"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all seven requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Cash on hand | KPI card showing **$2,847,500** across accounts |
+| 2 | Monthly burn | KPI card showing **$312,400** with MoM comparison |
+| 3 | Months of runway | KPI card showing **9.1 months** with projected depletion date |
+| 4 | Expenses by category | Donut chart + detailed breakdown table with percentages and trends |
+| 5 | Transactions ≥ $10K | Full table with 7 large transactions, including a warning callout |
+| 6 | Switch months | Dropdown selector in the header (Jan–Jun 2025) |
+| 7 | Download statement | "⬇ Download Statement" button in the header |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..4ce2dd450
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r3.txt
@@ -0,0 +1,320 @@
+Here's a complete month-end finance dashboard for a startup:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "startup-finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Finance Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "startup-finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["controls-row", "metrics-row", "expenses-section", "transactions-section"]
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["controls-left", "download-btn"]
+        },
+        {
+          "id": "controls-left",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "gap": "m",
+          "children": ["month-label", "month-select"]
+        },
+        {
+          "id": "month-label",
+          "component": "TextContent",
+          "text": "**Viewing:**",
+          "size": "default"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select month",
+          "value": "2025-06",
+          "items": ["opt-jan", "opt-feb", "opt-mar", "opt-apr", "opt-may", "opt-jun"]
+        },
+        {
+          "id": "opt-jan",
+          "component": "SelectItem",
+          "value": "2025-01",
+          "label": "January 2025"
+        },
+        {
+          "id": "opt-feb",
+          "component": "SelectItem",
+          "value": "2025-02",
+          "label": "February 2025"
+        },
+        {
+          "id": "opt-mar",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025"
+        },
+        {
+          "id": "opt-apr",
+          "component": "SelectItem",
+          "value": "2025-04",
+          "label": "April 2025"
+        },
+        {
+          "id": "opt-may",
+          "component": "SelectItem",
+          "value": "2025-05",
+          "label": "May 2025"
+        },
+        {
+          "id": "opt-jun",
+          "component": "SelectItem",
+          "value": "2025-06",
+          "label": "June 2025"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "⬇ Download Statement",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["cash-card", "burn-card", "runway-card"]
+        },
+        {
+          "id": "cash-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["cash-label", "cash-value"]
+        },
+        {
+          "id": "cash-label",
+          "component": "TextContent",
+          "text": "💰 Cash on Hand",
+          "size": "small"
+        },
+        {
+          "id": "cash-value",
+          "component": "TextContent",
+          "text": "**$847,500**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "burn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["burn-label", "burn-value"]
+        },
+        {
+          "id": "burn-label",
+          "component": "TextContent",
+          "text": "🔥 Monthly Burn",
+          "size": "small"
+        },
+        {
+          "id": "burn-value",
+          "component": "TextContent",
+          "text": "**$127,300**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["runway-label", "runway-value", "runway-progress"]
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "🛫 Months of Runway",
+          "size": "small"
+        },
+        {
+          "id": "runway-value",
+          "component": "TextContent",
+          "text": "**6.7 months**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-progress",
+          "component": "Progress",
+          "value": 37,
+          "label": "of 18-month target"
+        },
+        {
+          "id": "expenses-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["expenses-header", "expenses-chart-row"]
+        },
+        {
+          "id": "expenses-header",
+          "component": "CardHeader",
+          "title": "Expenses by Category",
+          "subtitle": "June 2025 — Total: $127,300"
+        },
+        {
+          "id": "expenses-chart-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "children": ["expenses-pie", "expenses-breakdown"]
+        },
+        {
+          "id": "expenses-pie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Engineering", "Marketing", "Operations", "Sales", "G&A"],
+          "values": [52000, 28500, 18200, 15800, 12800]
+        },
+        {
+          "id": "expenses-breakdown",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["exp-eng", "exp-mkt", "exp-ops", "exp-sales", "exp-ga"]
+        },
+        {
+          "id": "exp-eng",
+          "component": "TextContent",
+          "text": "🟦 **Engineering** — $52,000 (40.8%)",
+          "size": "small"
+        },
+        {
+          "id": "exp-mkt",
+          "component": "TextContent",
+          "text": "🟧 **Marketing** — $28,500 (22.4%)",
+          "size": "small"
+        },
+        {
+          "id": "exp-ops",
+          "component": "TextContent",
+          "text": "🟩 **Operations** — $18,200 (14.3%)",
+          "size": "small"
+        },
+        {
+          "id": "exp-sales",
+          "component": "TextContent",
+          "text": "🟪 **Sales** — $15,800 (12.4%)",
+          "size": "small"
+        },
+        {
+          "id": "exp-ga",
+          "component": "TextContent",
+          "text": "🟥 **G&A** — $12,800 (10.1%)",
+          "size": "small"
+        },
+        {
+          "id": "transactions-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["transactions-header", "transactions-table", "transactions-note"]
+        },
+        {
+          "id": "transactions-header",
+          "component": "CardHeader",
+          "title": "Large Transactions (>$10,000)",
+          "subtitle": "5 transactions this month"
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": ["col-date", "col-desc", "col-category", "col-amount"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "type": "string",
+          "data": ["Jun 3", "Jun 7", "Jun 12", "Jun 18", "Jun 24"]
+        },
+        {
+          "id": "col-desc",
+          "component": "Col",
+          "label": "Description",
+          "type": "string",
+          "data": ["AWS Infrastructure (Q2)", "Google Ads — Summer Campaign", "Office Lease — Floor 4", "Dev Agency Sprint #14", "Annual SaaS Licenses Renewal"]
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "type": "string",
+          "data": ["Engineering", "Marketing", "Operations", "Engineering", "G&A"]
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "type": "string",
+          "data": ["$14,200", "$12,500", "$11,800", "$18,000", "$10,500"]
+        },
+        {
+          "id": "transactions-note",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Note",
+          "description": "Dev Agency payment is the largest single expense this month. Consider reviewing contract terms at next renewal."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all seven requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Cash on hand | Metric card showing **$847,500** |
+| 2 | Monthly burn | Metric card showing **$127,300** |
+| 3 | Months of runway | Metric card with **6.7 months** + progress bar toward an 18-month target |
+| 4 | Expenses by category | Donut chart + itemized breakdown with percentages |
+| 5 | Transactions > $10k | Table with date, description, category, and amount |
+| 6 | Switch months | Dropdown selector (Jan–Jun 2025) at the top |
+| 7 | Download statement | "Download Statement" button in the header row |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..e92c8b74a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-finance__r4.txt
@@ -0,0 +1,290 @@
+
+
+Here's a complete month-end finance dashboard for a startup:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "startup-finance-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Finance Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "startup-finance-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "controls-row", "metrics-row", "separator-1", "expenses-section", "separator-2", "transactions-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Month-End Finance Overview",
+          "subtitle": "Acme Labs, Inc. — June 2025"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["month-select-control", "download-btn"]
+        },
+        {
+          "id": "month-select-control",
+          "component": "FormControl",
+          "label": "Reporting Month",
+          "input": "month-select"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "month",
+          "placeholder": "Select a month",
+          "value": "june-2025",
+          "items": ["opt-jan", "opt-feb", "opt-mar", "opt-apr", "opt-may", "opt-jun"]
+        },
+        {
+          "id": "opt-jan",
+          "component": "SelectItem",
+          "value": "jan-2025",
+          "label": "January 2025"
+        },
+        {
+          "id": "opt-feb",
+          "component": "SelectItem",
+          "value": "feb-2025",
+          "label": "February 2025"
+        },
+        {
+          "id": "opt-mar",
+          "component": "SelectItem",
+          "value": "mar-2025",
+          "label": "March 2025"
+        },
+        {
+          "id": "opt-apr",
+          "component": "SelectItem",
+          "value": "apr-2025",
+          "label": "April 2025"
+        },
+        {
+          "id": "opt-may",
+          "component": "SelectItem",
+          "value": "may-2025",
+          "label": "May 2025"
+        },
+        {
+          "id": "opt-jun",
+          "component": "SelectItem",
+          "value": "june-2025",
+          "label": "June 2025"
+        },
+        {
+          "id": "download-btn",
+          "component": "Button",
+          "label": "⬇ Download Statement",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["cash-card", "burn-card", "runway-card"]
+        },
+        {
+          "id": "cash-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["cash-label", "cash-value"],
+          "weight": 1
+        },
+        {
+          "id": "cash-label",
+          "component": "TextContent",
+          "text": "💰 Cash on Hand",
+          "size": "small"
+        },
+        {
+          "id": "cash-value",
+          "component": "TextContent",
+          "text": "$1,247,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "burn-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["burn-label", "burn-value"],
+          "weight": 1
+        },
+        {
+          "id": "burn-label",
+          "component": "TextContent",
+          "text": "🔥 Monthly Burn",
+          "size": "small"
+        },
+        {
+          "id": "burn-value",
+          "component": "TextContent",
+          "text": "$185,000",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["runway-label", "runway-value", "runway-progress"],
+          "weight": 1
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "🛫 Months of Runway",
+          "size": "small"
+        },
+        {
+          "id": "runway-value",
+          "component": "TextContent",
+          "text": "6.7 months",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-progress",
+          "component": "Progress",
+          "value": 67,
+          "label": "of 10-month target"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "expenses-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["expenses-heading", "expenses-chart", "expenses-callout"]
+        },
+        {
+          "id": "expenses-heading",
+          "component": "Heading",
+          "text": "Expenses by Category",
+          "level": "h3"
+        },
+        {
+          "id": "expenses-chart",
+          "component": "PieChart",
+          "labels": ["Payroll", "Infrastructure", "Marketing", "Office & Admin", "Legal & Compliance", "Other"],
+          "values": [95000, 32000, 28000, 15000, 10000, 5000],
+          "variant": "donut"
+        },
+        {
+          "id": "expenses-callout",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Payroll dominates spend",
+          "description": "Payroll accounts for 51.4% of total monthly burn. Infrastructure is the second largest category at 17.3%."
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "transactions-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["txn-heading", "txn-table", "txn-alert"]
+        },
+        {
+          "id": "txn-heading",
+          "component": "Heading",
+          "text": "Transactions Above $10,000",
+          "level": "h3"
+        },
+        {
+          "id": "txn-table",
+          "component": "Table",
+          "columns": ["col-date", "col-desc", "col-category", "col-amount"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jun 28", "Jun 25", "Jun 15", "Jun 01", "Jun 03"],
+          "type": "string"
+        },
+        {
+          "id": "col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Payroll Run — June", "AWS Cloud Services", "Google Ads Campaign", "Office Lease — Q3", "Legal Retainer — Cooley LLP"],
+          "type": "string"
+        },
+        {
+          "id": "col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Payroll", "Infrastructure", "Marketing", "Office & Admin", "Legal"],
+          "type": "string"
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$95,000", "$32,000", "$18,200", "$12,500", "$10,000"],
+          "type": "string"
+        },
+        {
+          "id": "txn-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "5 large transactions this month",
+          "description": "Total value of transactions above $10K: $167,700 (90.6% of monthly burn). Review for any anomalies before board reporting."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all seven requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Cash on hand | Sunk metric card showing **$1,247,500** |
+| 2 | Monthly burn | Sunk metric card showing **$185,000** |
+| 3 | Months of runway | Metric card with **6.7 months** + a progress bar against a 10-month target |
+| 4 | Expenses by category | Donut chart breaking down all 6 categories |
+| 5 | Transactions > $10K | Data table with date, description, category, and amount |
+| 6 | Switch months | Select dropdown with Jan–Jun 2025 options |
+| 7 | Download statement | Secondary button labeled "⬇ Download Statement" |
+
+Additional touches include an info callout highlighting payroll concentration and a warning alert summarizing large-transaction exposure relative to total burn.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..060e5ad60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r1.txt
@@ -0,0 +1,472 @@
+Here's a comprehensive logistics coordinator's board covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E40AF",
+        "agentDisplayName": "Logistics Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "refresh-note", "delayed-alert", "metrics-row", "search-section", "shipments-table", "charts-row", "flag-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🚛 Logistics Coordinator Board",
+          "subtitle": "Real-time shipment tracking & performance overview"
+        },
+        {
+          "id": "refresh-note",
+          "component": "TextContent",
+          "text": "🕐 **Last refreshed:** June 14, 2025 at 09:42 AM UTC — Data syncs every 15 minutes",
+          "size": "small"
+        },
+        {
+          "id": "delayed-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "⚠️ 3 Delayed Shipments Require Attention",
+          "description": "SHP-4421 (Chicago → Miami) delayed 6 hrs due to weather. SHP-4438 (Dallas → Seattle) delayed 4 hrs — customs hold. SHP-4450 (Atlanta → Denver) delayed 2 hrs — carrier capacity issue."
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-ontime", "metric-cost", "metric-total"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "metric-ontime",
+          "component": "Card",
+          "children": ["metric-ontime-header", "metric-ontime-progress"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "metric-ontime-header",
+          "component": "TextContent",
+          "text": "**On-Time Delivery Rate (June)**",
+          "size": "small"
+        },
+        {
+          "id": "metric-ontime-progress",
+          "component": "Progress",
+          "value": 87.3,
+          "label": "87.3% on-time this month"
+        },
+        {
+          "id": "metric-cost",
+          "component": "Card",
+          "children": ["metric-cost-header", "metric-cost-value"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "metric-cost-header",
+          "component": "TextContent",
+          "text": "**Average Cost per Shipment**",
+          "size": "small"
+        },
+        {
+          "id": "metric-cost-value",
+          "component": "TextContent",
+          "text": "## $1,247.50\n↓ 3.2% vs. last month",
+          "size": "default"
+        },
+        {
+          "id": "metric-total",
+          "component": "Card",
+          "children": ["metric-total-header", "metric-total-value"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "metric-total-header",
+          "component": "TextContent",
+          "text": "**Active Shipments in Transit**",
+          "size": "small"
+        },
+        {
+          "id": "metric-total-value",
+          "component": "TextContent",
+          "text": "## 142\nAcross 12 carriers",
+          "size": "default"
+        },
+        {
+          "id": "search-section",
+          "component": "Card",
+          "children": ["search-header", "search-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "search-header",
+          "component": "TextContent",
+          "text": "🔍 **Search by Route**",
+          "size": "default"
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "route-search",
+          "fields": ["search-input", "carrier-select"],
+          "buttons": "search-buttons"
+        },
+        {
+          "id": "search-input",
+          "component": "FormControl",
+          "label": "Route (Origin → Destination)",
+          "input": "search-input-field",
+          "hint": "e.g. Chicago → Miami"
+        },
+        {
+          "id": "search-input-field",
+          "component": "Input",
+          "name": "route",
+          "placeholder": "Enter origin or destination city...",
+          "type": "text"
+        },
+        {
+          "id": "carrier-select",
+          "component": "FormControl",
+          "label": "Filter by Carrier",
+          "input": "carrier-select-field"
+        },
+        {
+          "id": "carrier-select-field",
+          "component": "Select",
+          "name": "carrier",
+          "placeholder": "All carriers",
+          "items": ["carrier-opt-1", "carrier-opt-2", "carrier-opt-3", "carrier-opt-4", "carrier-opt-5"]
+        },
+        {
+          "id": "carrier-opt-1",
+          "component": "SelectItem",
+          "value": "fedex",
+          "label": "FedEx"
+        },
+        {
+          "id": "carrier-opt-2",
+          "component": "SelectItem",
+          "value": "ups",
+          "label": "UPS"
+        },
+        {
+          "id": "carrier-opt-3",
+          "component": "SelectItem",
+          "value": "dhl",
+          "label": "DHL"
+        },
+        {
+          "id": "carrier-opt-4",
+          "component": "SelectItem",
+          "value": "xpo",
+          "label": "XPO Logistics"
+        },
+        {
+          "id": "carrier-opt-5",
+          "component": "SelectItem",
+          "value": "jbhunt",
+          "label": "J.B. Hunt"
+        },
+        {
+          "id": "search-buttons",
+          "component": "Buttons",
+          "buttons": ["search-btn", "clear-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "clear-btn",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "shipments-table",
+          "component": "Card",
+          "children": ["table-header", "table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "table-header",
+          "component": "TextContent",
+          "text": "📦 **Shipments in Transit**",
+          "size": "default"
+        },
+        {
+          "id": "table",
+          "component": "Table",
+          "columns": ["col-id", "col-origin", "col-dest", "col-eta", "col-status", "col-carrier"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Shipment ID",
+          "data": ["SHP-4418", "SHP-4421", "SHP-4425", "SHP-4430", "SHP-4435", "SHP-4438", "SHP-4442", "SHP-4450"],
+          "type": "string"
+        },
+        {
+          "id": "col-origin",
+          "component": "Col",
+          "label": "Origin",
+          "data": ["New York, NY", "Chicago, IL", "Los Angeles, CA", "Houston, TX", "Phoenix, AZ", "Dallas, TX", "Portland, OR", "Atlanta, GA"],
+          "type": "string"
+        },
+        {
+          "id": "col-dest",
+          "component": "Col",
+          "label": "Destination",
+          "data": ["Boston, MA", "Miami, FL", "San Francisco, CA", "Nashville, TN", "Denver, CO", "Seattle, WA", "Salt Lake City, UT", "Denver, CO"],
+          "type": "string"
+        },
+        {
+          "id": "col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Jun 14, 2:00 PM", "Jun 15, 8:30 AM ⚠️", "Jun 14, 6:00 PM", "Jun 14, 11:45 PM", "Jun 15, 3:15 AM", "Jun 15, 10:00 AM ⚠️", "Jun 14, 9:20 PM", "Jun 15, 1:00 PM ⚠️"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Transit", "Delayed", "In Transit", "In Transit", "In Transit", "Delayed", "In Transit", "Delayed"],
+          "type": "string"
+        },
+        {
+          "id": "col-carrier",
+          "component": "Col",
+          "label": "Carrier",
+          "data": ["FedEx", "UPS", "DHL", "XPO Logistics", "J.B. Hunt", "UPS", "FedEx", "DHL"],
+          "type": "string"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["chart-carrier", "chart-volume"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "chart-carrier",
+          "component": "Card",
+          "children": ["chart-carrier-title", "carrier-pie"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "chart-carrier-title",
+          "component": "TextContent",
+          "text": "📊 **Volume Split by Carrier**",
+          "size": "default"
+        },
+        {
+          "id": "carrier-pie",
+          "component": "PieChart",
+          "labels": ["FedEx", "UPS", "DHL", "XPO Logistics", "J.B. Hunt"],
+          "values": [38, 32, 18, 8, 4],
+          "variant": "donut"
+        },
+        {
+          "id": "chart-volume",
+          "component": "Card",
+          "children": ["chart-volume-title", "volume-area"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "chart-volume-title",
+          "component": "TextContent",
+          "text": "📈 **Weekly Shipment Volume (Past 8 Weeks)**",
+          "size": "default"
+        },
+        {
+          "id": "volume-area",
+          "component": "AreaChart",
+          "labels": ["Apr 21", "Apr 28", "May 5", "May 12", "May 19", "May 26", "Jun 2", "Jun 9"],
+          "series": ["volume-series"],
+          "xLabel": "Week",
+          "yLabel": "Shipments"
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Total Shipments",
+          "values": [118, 125, 131, 122, 138, 145, 139, 142]
+        },
+        {
+          "id": "flag-section",
+          "component": "Card",
+          "children": ["flag-title", "flag-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "flag-title",
+          "component": "TextContent",
+          "text": "🚩 **Flag a Shipment**",
+          "size": "default"
+        },
+        {
+          "id": "flag-form",
+          "component": "Form",
+          "name": "flag-shipment",
+          "fields": ["flag-id-field", "flag-reason-field", "flag-priority-field"],
+          "buttons": "flag-buttons"
+        },
+        {
+          "id": "flag-id-field",
+          "component": "FormControl",
+          "label": "Shipment ID",
+          "input": "flag-id-input",
+          "hint": "Enter the shipment ID to flag"
+        },
+        {
+          "id": "flag-id-input",
+          "component": "Input",
+          "name": "shipment_id",
+          "placeholder": "e.g. SHP-4421",
+          "type": "text"
+        },
+        {
+          "id": "flag-reason-field",
+          "component": "FormControl",
+          "label": "Reason for Flagging",
+          "input": "flag-reason-select"
+        },
+        {
+          "id": "flag-reason-select",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select a reason...",
+          "items": ["flag-reason-1", "flag-reason-2", "flag-reason-3", "flag-reason-4", "flag-reason-5"]
+        },
+        {
+          "id": "flag-reason-1",
+          "component": "SelectItem",
+          "value": "damage",
+          "label": "Suspected Damage"
+        },
+        {
+          "id": "flag-reason-2",
+          "component": "SelectItem",
+          "value": "wrong-dest",
+          "label": "Wrong Destination"
+        },
+        {
+          "id": "flag-reason-3",
+          "component": "SelectItem",
+          "value": "priority-escalation",
+          "label": "Priority Escalation"
+        },
+        {
+          "id": "flag-reason-4",
+          "component": "SelectItem",
+          "value": "customs-issue",
+          "label": "Customs / Compliance Issue"
+        },
+        {
+          "id": "flag-reason-5",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "flag-priority-field",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "flag-priority-radio"
+        },
+        {
+          "id": "flag-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["priority-low", "priority-medium", "priority-high", "priority-critical"],
+          "defaultValue": "medium"
+        },
+        {
+          "id": "priority-low",
+          "component": "RadioItem",
+          "label": "Low",
+          "description": "Monitor only",
+          "value": "low"
+        },
+        {
+          "id": "priority-medium",
+          "component": "RadioItem",
+          "label": "Medium",
+          "description": "Review within 24 hrs",
+          "value": "medium"
+        },
+        {
+          "id": "priority-high",
+          "component": "RadioItem",
+          "label": "High",
+          "description": "Escalate to supervisor",
+          "value": "high"
+        },
+        {
+          "id": "priority-critical",
+          "component": "RadioItem",
+          "label": "Critical",
+          "description": "Immediate action required",
+          "value": "critical"
+        },
+        {
+          "id": "flag-buttons",
+          "component": "Buttons",
+          "buttons": ["flag-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "flag-submit-btn",
+          "component": "Button",
+          "label": "🚩 Flag Shipment",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This board covers all 9 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Shipments in transit | Full table with Origin, Destination, ETA, Status, and Carrier columns |
+| 2 | Delayed shipments called out | Warning Alert banner listing all 3 delayed shipments with reasons |
+| 3 | On-time percentage | Progress bar showing 87.3% for June |
+|
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..683bd8905
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r2.txt
@@ -0,0 +1,94 @@
+
+
+Here's a single-screen logistics coordinator board covering all nine items — live transit table, delayed-shipment alert, KPIs, carrier split, weekly volume trend, route search, shipment flagging, and a refresh timestamp.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Dispatch Ops"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[
+{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","align":"stretch","children":["header-card","delayed-alert","kpi-row","controls-row","shipments-card","charts-row"]},
+
+{"id":"header-card","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m","children":["header-info","refresh-box"]},
+{"id":"header-info","component":"CardHeader","title":"Logistics Coordinator Board","subtitle":"In-transit operations · live network snapshot"},
+{"id":"refresh-box","component":"Card","variant":"sunk","direction":"column","gap":"xs","align":"end","children":["refresh-title","refresh-time","refresh-btn"]},
+{"id":"refresh-title","component":"TextContent","text":"LAST REFRESHED","size":"small"},
+{"id":"refresh-time","component":"TextContent","text":"Mon, Jun 9 · 08:15 UTC","size":"small-heavy"},
+{"id":"refresh-btn","component":"Button","label":"Refresh now","variant":"secondary","size":"small"},
+
+{"id":"delayed-alert","component":"Alert","variant":"warning","title":"3 shipments delayed — action needed","description":"SHP-1042 Chicago → Atlanta (+18h · weather hold) · SHP-1057 Miami → Houston (+9h · customs) · SHP-1063 Savannah → Baltimore (+26h · port congestion)"},
+
+{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["kpi-ontime","kpi-cost","kpi-transit"]},
+{"id":"kpi-ontime","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-progress"]},
+{"id":"kpi-ontime-label","component":"TextContent","text":"On-time rate · this month (Jun MTD)","size":"small"},
+{"id":"kpi-ontime-value","component":"TextContent","text":"92.6%","size":"large-heavy"},
+{"id":"kpi-ontime-progress","component":"Progress","value":92.6,"label":"Target: 90%"},
+{"id":"kpi-cost","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-cost-label","kpi-cost-value","kpi-cost-delta"]},
+{"id":"kpi-cost-label","component":"TextContent","text":"Average cost per shipment","size":"small"},
+{"id":"kpi-cost-value","component":"TextContent","text":"$1,284","size":"large-heavy"},
+{"id":"kpi-cost-delta","component":"TextContent","text":"▲ $23 vs. May average","size":"small"},
+{"id":"kpi-transit","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["kpi-transit-label","kpi-transit-value","kpi-transit-note"]},
+{"id":"kpi-transit-label","component":"TextContent","text":"In transit now","size":"small"},
+{"id":"kpi-transit-value","component":"TextContent","text":"48","size":"large-heavy"},
+{"id":"kpi-transit-note","component":"TextContent","text":"3 delayed · 4 active carriers","size":"small"},
+
+{"id":"controls-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["route-form","flag-form"]},
+{"id":"route-form","component":"Form","name":"route-search","fields":["route-fc"],"buttons":"route-btns"},
+{"id":"route-fc","component":"FormControl","label":"Search by route","input":"route-input","hint":"Try \"Chicago → Atlanta\" for a lane-exact match, or a single city name."},
+{"id":"route-input","component":"Input","name":"route","type":"text","placeholder":"Origin → Destination or city name"},
+{"id":"route-btns","component":"Buttons","direction":"row","buttons":["route-search-btn","route-clear-btn"]},
+{"id":"route-search-btn","component":"Button","label":"Search","variant":"primary"},
+{"id":"route-clear-btn","component":"Button","label":"Clear","variant":"tertiary"},
+
+{"id":"flag-form","component":"Form","name":"flag-shipment","fields":["flag-select-fc","flag-reason-fc"],"buttons":"flag-btns"},
+{"id":"flag-select-fc","component":"FormControl","label":"Flag a shipment","input":"flag-select","hint":"Flagged shipments go to the shift-lead review queue."},
+{"id":"flag-select","component":"Select","name":"shipment","placeholder":"Select a shipment","size":"medium","items":["sel-1","sel-2","sel-3","sel-4","sel-5","sel-6","sel-7","sel-8"]},
+{"id":"sel-1","component":"SelectItem","value":"SHP-1042","label":"SHP-1042 · Chicago → Atlanta"},
+{"id":"sel-2","component":"SelectItem","value":"SHP-1043","label":"SHP-1043 · Los Angeles → Seattle"},
+{"id":"sel-3","component":"SelectItem","value":"SHP-1047","label":"SHP-1047 · Dallas → Denver"},
+{"id":"sel-4","component":"SelectItem","value":"SHP-1051","label":"SHP-1051 · Newark → Boston"},
+{"id":"sel-5","component":"SelectItem","value":"SHP-1057","label":"SHP-1057 · Miami → Houston"},
+{"id":"sel-6","component":"SelectItem","value":"SHP-1060","label":"SHP-1060 · Portland → Phoenix"},
+{"id":"sel-7","component":"SelectItem","value":"SHP-1063","label":"SHP-1063 · Savannah → Baltimore"},
+{"id":"sel-8","component":"SelectItem","value":"SHP-1071","label":"SHP-1071 · Memphis → Nashville"},
+{"id":"flag-reason-fc","component":"FormControl","label":"Flag reason (optional)","input":"flag-reason"},
+{"id":"flag-reason","component":"TextArea","name":"reason","rows":2,"placeholder":"e.g., customer escalation, damage report, temperature excursion"},
+{"id":"flag-btns","component":"Buttons","direction":"row","buttons":["flag-submit-btn"]},
+{"id":"flag-submit-btn","component":"Button","label":"Flag shipment","variant":"primary"},
+
+{"id":"shipments-card","component":"Card","direction":"column","gap":"m","children":["shipments-header","shipments-table"]},
+{"id":"shipments-header","component":"CardHeader","title":"Shipments in transit","subtitle":"Showing 8 of 48 active shipments — use Route Search to narrow down"},
+{"id":"shipments-table","component":"Table","columns":["col-shipment","col-origin","col-destination","col-eta","col-status","col-flag"]},
+{"id":"col-shipment","component":"Col","label":"Shipment","type":"string","data":["SHP-1042","SHP-1043","SHP-1047","SHP-1051","SHP-1057","SHP-1060","SHP-1063","SHP-1071"]},
+{"id":"col-origin","component":"Col","label":"Origin","type":"string","data":["Chicago","Los Angeles","Dallas","Newark","Miami","Portland","Savannah","Memphis"]},
+{"id":"col-destination","component":"Col","label":"Destination","type":"string","data":["Atlanta","Seattle","Denver","Boston","Houston","Phoenix","Baltimore","Nashville"]},
+{"id":"col-eta","component":"Col","label":"ETA","type":"string","data":["Jun 9, 19:00","Jun 10, 09:30","Jun 9, 18:45","Jun 10, 07:15","Jun 11, 11:00","Jun 12, 20:30","Jun 11, 06:00","Jun 9, 15:20"]},
+{"id":"col-status","component":"Col","label":"Status","type":"string","data":["Delayed · weather (+18h)","In transit","In transit","At hub · Columbus","Delayed · customs (+9h)","In transit","Delayed · port congestion (+26h)","Out for delivery"]},
+{"id":"col-flag","component":"Col","label":"Flag","type":"action","data":["Flagged","Flag","Flag","Flag","Flag","Flag","Flag","Flag"]},
+
+{"id":"charts-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["carrier-card","volume-card"]},
+{"id":"carrier-card","component":"Card","direction":"column","gap":"m","children":["carrier-header","carrier-chart"]},
+{"id":"carrier-header","component":"CardHeader","title":"Volume split by carrier","subtitle":"Rolling 8 weeks · 412 shipments"},
+{"id":"carrier-chart","component":"PieChart","variant":"donut","labels":["FastLine Express","TransCon Freight","RoadRunner LTL","BluePeak Air"],"values":[164,118,76,54]},
+{"id":"volume-card","component":"Card","direction":"column","gap":"m","children":["volume-header","volume-chart","volume-note"]},
+{"id":"volume-header","component":"CardHeader","title":"Weekly volume · past 2 months","subtitle":"Shipments tendered per week"},
+{"id":"volume-chart","component":"BarChart","xLabel":"Week starting","yLabel":"Shipments","labels":["Apr 14","Apr 21","Apr 28","May 5","May 12","May 19","May 26","Jun 2"],"series":["vol-series"]},
+{"id":"vol-series","component":"Series","category":"Shipments","values":[46,52,49,58,61,54,63,29]},
+{"id":"volume-note","component":"TextContent","text":"Jun 2 week is partial (refreshed Jun 9)." size":"small"}
+]}}
+</a2ui-json>
+
+Everything on the checklist is covered:
+
+1. **In-transit shipments** — table with origin, destination, ETA, and status per shipment
+2. **Delayed call-out** — warning alert banner listing the 3 delayed shipments with causes and delay durations (also marked in the Status column)
+3. **On-time percentage** — 92.6% this month KPI with target progress bar
+4. **Volume by carrier** — donut chart across the four carriers
+5. **Route search** — search form supporting "Origin → Destination" or single city
+6. **Average cost per shipment** — $1,284 KPI with month-over-month delta
+7. **Weekly volume, past two months** — 8-week bar chart (partial current week noted)
+8. **Flag a shipment** — dedicated flagging form (shipment picker + reason), plus inline Flag actions in the table
+9. **Last refreshed** — timestamp box in the header ("Mon, Jun 9 · 08:15 UTC") with a Refresh button
+
+Want me to wire the search Refresh buttons to specific behavior, or add filters like carrier or status buckets?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..62625a6ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r3.txt
@@ -0,0 +1,368 @@
+
+
+Here's a complete single-screen logistics coordinator board. It covers every item: an in-transit shipments table with origin/destination/ETA/status, a delayed-shipments alert, on-time % for the month, carrier volume split, route search, average cost per shipment, weekly volume for the past two months, a "Flag a shipment" dialog, and a last-refreshed timestamp (header tag + footer).
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#1A66E6", "agentDisplayName": "OpsBoard" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header", "kpiRow", "delayedAlert", "searchCard", "shipmentsCard", "chartsRow", "footerNote"]
+        },
+        {
+          "id": "header",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "gap": "m",
+          "children": ["title", "refreshTag"]
+        },
+        {
+          "id": "title",
+          "component": "Heading",
+          "text": "Logistics Coordination Board",
+          "level": "h2"
+        },
+        {
+          "id": "refreshTag",
+          "component": "Tag",
+          "text": "Last refreshed: Mar 14, 2025 · 09:42 ET",
+          "variant": "info",
+          "accessibility": { "label": "Data refresh time", "description": "When the board figures were last updated" }
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiOnTime", "kpiCost", "kpiTransit"]
+        },
+        {
+          "id": "kpiOnTime",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["headerOnTime", "onTimeBar", "onTimeNote"]
+        },
+        {
+          "id": "headerOnTime",
+          "component": "CardHeader",
+          "title": "On-Time Delivery %",
+          "subtitle": "March · month to date"
+        },
+        { "id": "onTimeBar", "component": "Progress", "value": 91.2, "label": "91.2%" },
+        {
+          "id": "onTimeNote",
+          "component": "TextContent",
+          "text": "274 of 300 March deliveries on time · target 95%",
+          "size": "small"
+        },
+        {
+          "id": "kpiCost",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["headerCost", "costValue", "costNote"]
+        },
+        {
+          "id": "headerCost",
+          "component": "CardHeader",
+          "title": "Avg Cost per Shipment",
+          "subtitle": "All lanes · March"
+        },
+        { "id": "costValue", "component": "TextContent", "text": "$1,284", "size": "large-heavy" },
+        {
+          "id": "costNote",
+          "component": "TextContent",
+          "text": "▲ 3.1% vs February ($1,246)",
+          "size": "small"
+        },
+        {
+          "id": "kpiTransit",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["headerTransit", "transitValue", "transitNote"]
+        },
+        {
+          "id": "headerTransit",
+          "component": "CardHeader",
+          "title": "In Transit Now",
+          "subtitle": "Active shipments"
+        },
+        { "id": "transitValue", "component": "TextContent", "text": "46", "size": "large-heavy" },
+        {
+          "id": "transitNote",
+          "component": "TextContent",
+          "text": "8 arriving within 24h · 3 delayed",
+          "size": "small"
+        },
+        {
+          "id": "delayedAlert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "3 shipments delayed right now",
+          "description": "SHP-2475 Shanghai → Los Angeles (+1d · port congestion)  ·  SHP-2463 Memphis → Newark (+4h · severe weather)  ·  SHP-2486 Ho Chi Minh City → Rotterdam (+2d · vessel rollover). Next carrier updates expected 11:00 ET."
+        },
+        {
+          "id": "searchCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["searchHeading", "routeSearchForm"]
+        },
+        { "id": "searchHeading", "component": "Heading", "text": "Search by Route", "level": "h3" },
+        {
+          "id": "routeSearchForm",
+          "component": "Form",
+          "name": "route-search",
+          "fields": ["fcRoute"],
+          "buttons": "searchButtons"
+        },
+        {
+          "id": "fcRoute",
+          "component": "FormControl",
+          "label": "Route",
+          "input": "routeInput",
+          "hint": "Origin → destination, e.g. Shanghai → Los Angeles"
+        },
+        {
+          "id": "routeInput",
+          "component": "Input",
+          "name": "route",
+          "type": "text",
+          "placeholder": "Shanghai → Los Angeles",
+          "accessibility": { "label": "Route search", "description": "Filter shipments by origin to destination" }
+        },
+        {
+          "id": "searchButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["searchBtn", "clearRouteBtn"]
+        },
+        { "id": "searchBtn", "component": "Button", "label": "Search route", "variant": "primary", "size": "medium" },
+        { "id": "clearRouteBtn", "component": "Button", "label": "Clear", "variant": "tertiary", "size": "medium" },
+        {
+          "id": "shipmentsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["shipsHeader", "shipsTable", "dialogFlag"]
+        },
+        {
+          "id": "shipsHeader",
+          "component": "CardHeader",
+          "title": "Shipments in Transit",
+          "subtitle": "6 of 46 shown · ETAs in destination local time"
+        },
+        {
+          "id": "shipsTable",
+          "component": "Table",
+          "columns": ["colId", "colOrigin", "colDest", "colEta", "colStatus", "colCarrier"]
+        },
+        {
+          "id": "colId",
+          "component": "Col",
+          "label": "Shipment ID",
+          "type": "string",
+          "data": ["SHP-2481", "SHP-2475", "SHP-2469", "SHP-2463", "SHP-2486", "SHP-2452"]
+        },
+        {
+          "id": "colOrigin",
+          "component": "Col",
+          "label": "Origin",
+          "type": "string",
+          "data": ["Rotterdam", "Shanghai", "Singapore", "Memphis", "Ho Chi Minh City", "Antwerp"]
+        },
+        {
+          "id": "colDest",
+          "component": "Col",
+          "label": "Destination",
+          "type": "string",
+          "data": ["Chicago", "Los Angeles", "Hamburg", "Newark", "Rotterdam", "New York"]
+        },
+        {
+          "id": "colEta",
+          "component": "Col",
+          "label": "ETA",
+          "type": "string",
+          "data": ["Mar 16 · 14:00", "Mar 15 · 08:30", "Mar 18 · 22:10", "Mar 14 · 18:45", "Mar 19 · 06:00", "Mar 17 · 11:20"]
+        },
+        {
+          "id": "colStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On time", "Delayed (+1d)", "On time", "Delayed (+4h)", "Delayed (+2d) · flagged", "Customs hold"]
+        },
+        {
+          "id": "colCarrier",
+          "component": "Col",
+          "label": "Carrier",
+          "type": "string",
+          "data": ["Maersk", "DHL", "Maersk", "FedEx", "MSC", "FedEx"]
+        },
+        {
+          "id": "dialogFlag",
+          "component": "DialogBlock",
+          "triggerLabel": "Flag a shipment",
+          "triggerVariant": "secondary",
+          "title": "Flag a shipment",
+          "description": "Raised flags notify the carrier ops channel and pin the shipment to the exceptions review queue.",
+          "content": ["flagForm"],
+          "accessibility": { "label": "Flag a shipment", "description": "Report an issue with an active shipment" }
+        },
+        {
+          "id": "flagForm",
+          "component": "Form",
+          "name": "flag-shipment",
+          "fields": ["fcFlagShip", "fcFlagReason", "fcFlagNotes"],
+          "buttons": "flagButtons"
+        },
+        {
+          "id": "fcFlagShip",
+          "component": "FormControl",
+          "label": "Shipment",
+          "input": "selectShip",
+          "hint": "Active shipment IDs only"
+        },
+        {
+          "id": "selectShip",
+          "component": "Select",
+          "name": "shipment",
+          "placeholder": "Select shipment ID",
+          "items": ["si1", "si2", "si3", "si4", "si5", "si6"]
+        },
+        { "id": "si1", "component": "SelectItem", "value": "SHP-2481", "label": "SHP-2481 · Rotterdam → Chicago" },
+        { "id": "si2", "component": "SelectItem", "value": "SHP-2475", "label": "SHP-2475 · Shanghai → Los Angeles" },
+        { "id": "si3", "component": "SelectItem", "value": "SHP-2469", "label": "SHP-2469 · Singapore → Hamburg" },
+        { "id": "si4", "component": "SelectItem", "value": "SHP-2463", "label": "SHP-2463 · Memphis → Newark" },
+        { "id": "si5", "component": "SelectItem", "value": "SHP-2486", "label": "SHP-2486 · Ho Chi Minh City → Rotterdam" },
+        { "id": "si6", "component": "SelectItem", "value": "SHP-2452", "label": "SHP-2452 · Antwerp → New York" },
+        {
+          "id": "fcFlagReason",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "selectReason"
+        },
+        {
+          "id": "selectReason",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select a reason",
+          "items": ["ri1", "ri2", "ri3", "ri4", "ri5"]
+        },
+        { "id": "ri1", "component": "SelectItem", "value": "delay_risk", "label": "Delay risk / ETA breach" },
+        { "id": "ri2", "component": "SelectItem", "value": "customs", "label": "Customs / documentation issue" },
+        { "id": "ri3", "component": "SelectItem", "value": "damage", "label": "Suspected damage" },
+        { "id": "ri4", "component": "SelectItem", "value": "cost", "label": "Cost / charges dispute" },
+        { "id": "ri5", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "fcFlagNotes",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "notesArea",
+          "hint": "Optional context for the carrier team"
+        },
+        {
+          "id": "notesArea",
+          "component": "TextArea",
+          "name": "notes",
+          "rows": 3,
+          "placeholder": "e.g. Customer needs delivery before Mar 17, escalate with carrier…"
+        },
+        {
+          "id": "flagButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["flagSubmit", "flagCancel"]
+        },
+        { "id": "flagSubmit", "component": "Button", "label": "Flag shipment", "variant": "primary" },
+        { "id": "flagCancel", "component": "Button", "label": "Cancel", "variant": "tertiary" },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["carrierCard", "volumeCard"]
+        },
+        {
+          "id": "carrierCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["carrierHeader", "carrierPie"]
+        },
+        {
+          "id": "carrierHeader",
+          "component": "CardHeader",
+          "title": "Volume Split by Carrier",
+          "subtitle": "March · % of shipments"
+        },
+        {
+          "id": "carrierPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Maersk", "DHL", "FedEx", "UPS", "Other"],
+          "values": [34, 22, 18, 14, 12]
+        },
+        {
+          "id": "volumeCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["volumeHeader", "volumeBars"]
+        },
+        {
+          "id": "volumeHeader",
+          "component": "CardHeader",
+          "title": "Weekly Volume — Past 2 Months",
+          "subtitle": "Shipments departed per week"
+        },
+        {
+          "id": "volumeBars",
+          "component": "BarChart",
+          "labels": ["Jan 20", "Jan 27", "Feb 3", "Feb 10", "Feb 17", "Feb 24", "Mar 3", "Mar 10"],
+          "series": ["weekSeries"],
+          "yLabel": "Shipments"
+        },
+        {
+          "id": "weekSeries",
+          "component": "Series",
+          "category": "Shipments / week",
+          "values": [208, 236, 198, 244, 262, 231, 274, 250]
+        },
+        {
+          "id": "footerNote",
+          "component": "TextContent",
+          "text": "Sources: TMS + carrier EDI feeds · Last refreshed Mar 14, 2025 · 09:42 ET · auto-refresh every 15 min",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Coverage checklist: 1) in-transit table with origin/destination/ETA/status — 2) warning alert calling out the 3 delayed shipments — 3) 91.2% on-time KPI — 4) donut chart of carrier split — 5) route search form — 6) $1,284 avg cost KPI — 7) 8-week bar chart — 8) "Flag a shipment" dialog — 9) refresh tag in the header plus a footer timestamp. Want this wired to a live data feed, or extra lanes/columns added to the table?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..233df44b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-freight__r4.txt
@@ -0,0 +1,396 @@
+
+
+Here's a full logistics coordinator dashboard covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "logistics-board",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E40AF",
+        "agentDisplayName": "Logistics Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "logistics-board",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "refresh-note", "delayed-alert", "stats-row", "search-section", "shipments-section", "flag-section", "charts-row", "followups"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🚛 Logistics Coordinator Board",
+          "subtitle": "Real-time shipment monitoring and carrier analytics"
+        },
+        {
+          "id": "refresh-note",
+          "component": "TextContent",
+          "text": "🕐 **Last refreshed:** June 17, 2025 at 2:34 PM UTC",
+          "size": "small"
+        },
+        {
+          "id": "delayed-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "⚠️ 2 Shipments Delayed",
+          "description": "SHP-4822 (Atlanta → Miami) delayed 4 hrs due to weather. SHP-4825 (Los Angeles → Phoenix) delayed 6 hrs due to carrier capacity."
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "children": ["ontime-card", "cost-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "ontime-card",
+          "component": "Card",
+          "children": ["ontime-label", "ontime-progress"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "ontime-label",
+          "component": "TextContent",
+          "text": "**On-Time Delivery Rate (June)**",
+          "size": "small"
+        },
+        {
+          "id": "ontime-progress",
+          "component": "Progress",
+          "value": 87,
+          "label": "87% on-time this month"
+        },
+        {
+          "id": "cost-card",
+          "component": "Card",
+          "children": ["cost-label", "cost-value"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "cost-label",
+          "component": "TextContent",
+          "text": "**Average Cost per Shipment**",
+          "size": "small"
+        },
+        {
+          "id": "cost-value",
+          "component": "TextContent",
+          "text": "$1,247.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "search-section",
+          "component": "Card",
+          "children": ["search-header", "search-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "search-header",
+          "component": "CardHeader",
+          "title": "🔍 Search by Route"
+        },
+        {
+          "id": "search-form",
+          "component": "Form",
+          "name": "route-search",
+          "buttons": "search-btns",
+          "fields": ["search-field"]
+        },
+        {
+          "id": "search-field",
+          "component": "FormControl",
+          "label": "Origin → Destination",
+          "input": "search-input",
+          "hint": "Enter a city pair, e.g. 'Chicago → Dallas'"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "route",
+          "placeholder": "e.g. Chicago → Dallas",
+          "type": "text"
+        },
+        {
+          "id": "search-btns",
+          "component": "Buttons",
+          "buttons": ["search-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "search-btn",
+          "component": "Button",
+          "label": "Search Route",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "shipments-section",
+          "component": "Card",
+          "children": ["shipments-header", "shipments-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "shipments-header",
+          "component": "CardHeader",
+          "title": "📦 Shipments In Transit",
+          "subtitle": "6 active shipments"
+        },
+        {
+          "id": "shipments-table",
+          "component": "Table",
+          "columns": ["col-id", "col-origin", "col-dest", "col-eta", "col-status", "col-flag"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Shipment ID",
+          "data": ["SHP-4821", "SHP-4822", "SHP-4823", "SHP-4824", "SHP-4825", "SHP-4826"],
+          "type": "string"
+        },
+        {
+          "id": "col-origin",
+          "component": "Col",
+          "label": "Origin",
+          "data": ["Chicago, IL", "Atlanta, GA", "Seattle, WA", "New York, NY", "Los Angeles, CA", "Houston, TX"],
+          "type": "string"
+        },
+        {
+          "id": "col-dest",
+          "component": "Col",
+          "label": "Destination",
+          "data": ["Dallas, TX", "Miami, FL", "Denver, CO", "Boston, MA", "Phoenix, AZ", "Nashville, TN"],
+          "type": "string"
+        },
+        {
+          "id": "col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Jun 18, 2:00 PM", "Jun 17, 6:30 PM", "Jun 19, 10:00 AM", "Jun 17, 4:15 PM", "Jun 18, 8:00 AM", "Jun 19, 1:30 PM"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ In Transit", "🔴 Delayed (+4h)", "✅ In Transit", "✅ In Transit", "🔴 Delayed (+6h)", "✅ In Transit"],
+          "type": "string"
+        },
+        {
+          "id": "col-flag",
+          "component": "Col",
+          "label": "Action",
+          "data": ["🚩 Flag", "🚩 Flag", "🚩 Flag", "🚩 Flag", "🚩 Flag", "🚩 Flag"],
+          "type": "action"
+        },
+        {
+          "id": "flag-section",
+          "component": "Card",
+          "children": ["flag-header", "flag-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "flag-header",
+          "component": "CardHeader",
+          "title": "🚩 Flag a Shipment",
+          "subtitle": "Escalate a shipment for review or priority handling"
+        },
+        {
+          "id": "flag-form",
+          "component": "Form",
+          "name": "flag-shipment",
+          "buttons": "flag-btns",
+          "fields": ["flag-select-field", "flag-reason-field"]
+        },
+        {
+          "id": "flag-select-field",
+          "component": "FormControl",
+          "label": "Shipment",
+          "input": "flag-select"
+        },
+        {
+          "id": "flag-select",
+          "component": "Select",
+          "name": "shipment_id",
+          "placeholder": "Select a shipment…",
+          "items": ["flag-opt-1", "flag-opt-2", "flag-opt-3", "flag-opt-4", "flag-opt-5", "flag-opt-6"]
+        },
+        {
+          "id": "flag-opt-1",
+          "component": "SelectItem",
+          "value": "SHP-4821",
+          "label": "SHP-4821 — Chicago → Dallas"
+        },
+        {
+          "id": "flag-opt-2",
+          "component": "SelectItem",
+          "value": "SHP-4822",
+          "label": "SHP-4822 — Atlanta → Miami (Delayed)"
+        },
+        {
+          "id": "flag-opt-3",
+          "component": "SelectItem",
+          "value": "SHP-4823",
+          "label": "SHP-4823 — Seattle → Denver"
+        },
+        {
+          "id": "flag-opt-4",
+          "component": "SelectItem",
+          "value": "SHP-4824",
+          "label": "SHP-4824 — New York → Boston"
+        },
+        {
+          "id": "flag-opt-5",
+          "component": "SelectItem",
+          "value": "SHP-4825",
+          "label": "SHP-4825 — Los Angeles → Phoenix (Delayed)"
+        },
+        {
+          "id": "flag-opt-6",
+          "component": "SelectItem",
+          "value": "SHP-4826",
+          "label": "SHP-4826 — Houston → Nashville"
+        },
+        {
+          "id": "flag-reason-field",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "flag-reason-input"
+        },
+        {
+          "id": "flag-reason-input",
+          "component": "Input",
+          "name": "flag_reason",
+          "placeholder": "e.g. Customer escalation, priority reroute…",
+          "type": "text"
+        },
+        {
+          "id": "flag-btns",
+          "component": "Buttons",
+          "buttons": ["flag-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "flag-btn",
+          "component": "Button",
+          "label": "🚩 Flag Shipment",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["carrier-card", "volume-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "carrier-card",
+          "component": "Card",
+          "children": ["carrier-header", "carrier-pie"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "carrier-header",
+          "component": "CardHeader",
+          "title": "📊 Volume Split by Carrier",
+          "subtitle": "June 2025"
+        },
+        {
+          "id": "carrier-pie",
+          "component": "PieChart",
+          "labels": ["FedEx", "UPS", "DHL", "XPO Logistics"],
+          "values": [35, 28, 22, 15],
+          "variant": "donut"
+        },
+        {
+          "id": "volume-card",
+          "component": "Card",
+          "children": ["volume-header", "volume-chart"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "volume-header",
+          "component": "CardHeader",
+          "title": "📈 Weekly Shipment Volume",
+          "subtitle": "Past 8 weeks"
+        },
+        {
+          "id": "volume-chart",
+          "component": "AreaChart",
+          "labels": ["Wk 1 (May 5)", "Wk 2 (May 12)", "Wk 3 (May 19)", "Wk 4 (May 26)", "Wk 5 (Jun 2)", "Wk 6 (Jun 9)", "Wk 7 (Jun 16)", "Wk 8 (Jun 23)"],
+          "series": ["volume-series"],
+          "variant": "natural",
+          "yLabel": "Shipments",
+          "xLabel": "Week"
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Total Shipments",
+          "values": [142, 158, 135, 171, 163, 149, 178, 155]
+        },
+        {
+          "id": "followups",
+          "component": "FollowUpBlock",
+          "items": ["fu-1", "fu-2", "fu-3"]
+        },
+        {
+          "id": "fu-1",
+          "component": "FollowUpItem",
+          "text": "Show me all delayed shipments this week"
+        },
+        {
+          "id": "fu-2",
+          "component": "FollowUpItem",
+          "text": "Compare carrier performance for May vs June"
+        },
+        {
+          "id": "fu-3",
+          "component": "FollowUpItem",
+          "text": "Export shipment log as CSV"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 9 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Shipments in transit | **Table** with ID, Origin, Destination, ETA, Status columns |
+| 2 | Delayed shipments called out | **Warning Alert** banner at the top highlighting both delayed shipments with reasons |
+| 3 | On-time percentage | **Progress bar** showing 87% for June |
+| 4 | Volume split by carrier | **Donut PieChart** (FedEx 35%, UPS 28%, DHL 22%, XPO 15%) |
+| 5 | Search by route | **Form** with text input and search button |
+| 6 | Average cost per shipment | **Stat card** showing $1,247.00 |
+| 7 | Weekly volume (2 months) | **AreaChart** spanning 8 weeks with natural curve |
+| 8 | Flag a shipment | **Flag form** with shipment selector + reason field, plus action column in the table |
+| 9 | Last refreshed timestamp | **Text note** at the top: "June 17, 2025 at 2:34 PM UTC" |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..23a186111
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r1.txt
@@ -0,0 +1,454 @@
+
+
+Here's a comprehensive HR Hiring Overview dashboard covering all 8 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "HR Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "metrics-row", "charts-row", "attrition-section", "open-roles-section", "interviews-section", "action-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Q2 2025 · Last updated: June 14, 2025"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-headcount", "metric-time-to-hire", "metric-open-roles"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "metric-headcount",
+          "component": "Card",
+          "children": ["metric-headcount-label", "metric-headcount-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "metric-headcount-label",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "metric-headcount-value",
+          "component": "TextContent",
+          "text": "**247**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-time-to-hire",
+          "component": "Card",
+          "children": ["metric-tth-label", "metric-tth-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "metric-tth-label",
+          "component": "TextContent",
+          "text": "Avg. Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "metric-tth-value",
+          "component": "TextContent",
+          "text": "**34 days**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-open-roles",
+          "component": "Card",
+          "children": ["metric-open-label", "metric-open-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "metric-open-label",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "metric-open-value",
+          "component": "TextContent",
+          "text": "**18**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["pipeline-card", "headcount-split-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "children": ["pipeline-header", "pipeline-chart"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "pipeline-header",
+          "component": "TextContent",
+          "text": "Candidates by Pipeline Stage",
+          "size": "small-heavy"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+          "series": ["pipeline-series"],
+          "xLabel": "Candidates"
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [142, 68, 35, 12, 8]
+        },
+        {
+          "id": "headcount-split-card",
+          "component": "Card",
+          "children": ["headcount-split-header", "headcount-pie"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "headcount-split-header",
+          "component": "TextContent",
+          "text": "Headcount by Department",
+          "size": "small-heavy"
+        },
+        {
+          "id": "headcount-pie",
+          "component": "PieChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Operations", "HR", "Finance"],
+          "values": [82, 54, 31, 38, 18, 24],
+          "variant": "donut"
+        },
+        {
+          "id": "attrition-section",
+          "component": "Card",
+          "children": ["attrition-header", "attrition-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "attrition-header",
+          "component": "TextContent",
+          "text": "Attrition Trend (Past 6 Months)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "yLabel": "Departures",
+          "variant": "natural"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Attrition",
+          "values": [4, 6, 3, 7, 5, 4]
+        },
+        {
+          "id": "open-roles-section",
+          "component": "Card",
+          "children": ["open-roles-header", "open-roles-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "open-roles-header",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small-heavy"
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": ["col-role", "col-dept", "col-status", "col-days-open"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Sr. Backend Engineer", "Product Manager", "UX Designer", "Account Executive", "Data Analyst", "DevOps Engineer"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "data": ["Engineering", "Product", "Design", "Sales", "Engineering", "Engineering"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Interviewing", "Screening", "Offer Extended", "Sourcing", "Interviewing", "Sourcing"]
+        },
+        {
+          "id": "col-days-open",
+          "component": "Col",
+          "label": "Days Open",
+          "data": [42, 28, 55, 12, 35, 8],
+          "type": "number"
+        },
+        {
+          "id": "interviews-section",
+          "component": "Card",
+          "children": ["interviews-header", "interviews-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "interviews-header",
+          "component": "TextContent",
+          "text": "Interviews Scheduled This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "interviews-table",
+          "component": "Table",
+          "columns": ["col-candidate", "col-role-int", "col-day", "col-interviewer"]
+        },
+        {
+          "id": "col-candidate",
+          "component": "Col",
+          "label": "Candidate",
+          "data": ["Sarah Chen", "Marcus Johnson", "Priya Patel", "Alex Rivera", "Jordan Lee"]
+        },
+        {
+          "id": "col-role-int",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Sr. Backend Engineer", "Product Manager", "UX Designer", "Account Executive", "Data Analyst"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Mon", "Tue", "Tue", "Wed", "Thu"]
+        },
+        {
+          "id": "col-interviewer",
+          "component": "Col",
+          "label": "Interviewer",
+          "data": ["D. Kim", "R. Torres", "L. Nguyen", "S. Patel", "M. Brooks"]
+        },
+        {
+          "id": "action-section",
+          "component": "Card",
+          "children": ["open-role-dialog"],
+          "direction": "row",
+          "justify": "end",
+          "variant": "clear"
+        },
+        {
+          "id": "open-role-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Open a New Role",
+          "description": "Fill in the details below to create a new requisition.",
+          "content": ["new-role-form"]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "new-role",
+          "fields": ["field-role-title", "field-department", "field-hiring-manager", "field-priority"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "field-role-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-role-title"
+        },
+        {
+          "id": "input-role-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "placeholder": "e.g. Senior Frontend Engineer",
+          "type": "text"
+        },
+        {
+          "id": "field-department",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-department"
+        },
+        {
+          "id": "select-department",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["dept-eng", "dept-sales", "dept-mkt", "dept-ops", "dept-hr", "dept-fin", "dept-product", "dept-design"]
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "dept-mkt",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "dept-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "dept-hr",
+          "component": "SelectItem",
+          "value": "hr",
+          "label": "HR"
+        },
+        {
+          "id": "dept-fin",
+          "component": "SelectItem",
+          "value": "finance",
+          "label": "Finance"
+        },
+        {
+          "id": "dept-product",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product"
+        },
+        {
+          "id": "dept-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design"
+        },
+        {
+          "id": "field-hiring-manager",
+          "component": "FormControl",
+          "label": "Hiring Manager",
+          "input": "input-hiring-manager"
+        },
+        {
+          "id": "input-hiring-manager",
+          "component": "Input",
+          "name": "hiringManager",
+          "placeholder": "e.g. Dana Kim",
+          "type": "text"
+        },
+        {
+          "id": "field-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "radio-priority"
+        },
+        {
+          "id": "radio-priority",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["priority-high", "priority-medium", "priority-low"]
+        },
+        {
+          "id": "priority-high",
+          "component": "RadioItem",
+          "label": "High",
+          "description": "Critical hire, fill ASAP",
+          "value": "high"
+        },
+        {
+          "id": "priority-medium",
+          "component": "RadioItem",
+          "label": "Medium",
+          "description": "Standard timeline",
+          "value": "medium"
+        },
+        {
+          "id": "priority-low",
+          "component": "RadioItem",
+          "label": "Low",
+          "description": "Backfill or future need",
+          "value": "low"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit-role", "btn-cancel-role"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit-role",
+          "component": "Button",
+          "label": "Create Requisition",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-cancel-role",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Current headcount | Metric card showing **247** |
+| 2 | Open roles + department | Table with Role, Department, Status, Days Open |
+| 3 | Candidates per pipeline stage | Horizontal bar chart (Applied → Hired) |
+| 4 | Average time to hire | Metric card showing **34 days** |
+| 5 | Headcount split by department | Donut chart across 6 departments |
+| 6 | Interviews this week | Table with candidate, role, day, interviewer |
+| 7 | Attrition (6 months) | Line chart Jan–Jun |
+| 8 | Open a new role | Dialog button with a full form (title, dept, manager, priority) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..199bc5548
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r2.txt
@@ -0,0 +1,432 @@
+
+
+Here's a comprehensive HR Hiring Overview dashboard covering all 8 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "HR Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "stats-row", "open-roles-section", "pipeline-section", "headcount-dept-section", "interviews-section", "attrition-section", "new-role-action"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Q2 2025 · Last updated: June 14, 2025"
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "children": ["stat-headcount", "stat-time-to-hire"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "sunk"
+        },
+        {
+          "id": "stat-headcount",
+          "component": "Card",
+          "children": ["stat-headcount-label", "stat-headcount-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "stat-headcount-label",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "stat-headcount-value",
+          "component": "TextContent",
+          "text": "**247** employees",
+          "size": "large"
+        },
+        {
+          "id": "stat-time-to-hire",
+          "component": "Card",
+          "children": ["stat-tth-label", "stat-tth-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1
+        },
+        {
+          "id": "stat-tth-label",
+          "component": "TextContent",
+          "text": "Average Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "stat-tth-value",
+          "component": "TextContent",
+          "text": "**34 days**",
+          "size": "large"
+        },
+        {
+          "id": "open-roles-section",
+          "component": "Card",
+          "children": ["open-roles-header", "open-roles-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "open-roles-header",
+          "component": "CardHeader",
+          "title": "Open Roles",
+          "subtitle": "8 active requisitions"
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": ["col-role", "col-dept", "col-status", "col-days-open"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "DevOps Engineer", "Marketing Manager", "HR Generalist", "Frontend Engineer"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "data": ["Engineering", "Design", "Sales", "Analytics", "Engineering", "Marketing", "People Ops", "Engineering"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Active", "Active", "Active", "On Hold", "Active", "Active", "Active", "Active"]
+        },
+        {
+          "id": "col-days-open",
+          "component": "Col",
+          "label": "Days Open",
+          "data": [22, 15, 31, 45, 12, 8, 19, 27]
+        },
+        {
+          "id": "pipeline-section",
+          "component": "Card",
+          "children": ["pipeline-header", "pipeline-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidate Pipeline",
+          "subtitle": "108 total candidates across all open roles"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Phone Screen", "Technical", "Onsite", "Offer"],
+          "series": ["pipeline-series"],
+          "xLabel": "Candidates"
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [45, 28, 18, 12, 5]
+        },
+        {
+          "id": "headcount-dept-section",
+          "component": "Card",
+          "children": ["dept-header", "dept-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "Headcount by Department",
+          "subtitle": "Distribution across 6 departments"
+        },
+        {
+          "id": "dept-chart",
+          "component": "PieChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Operations", "People Ops", "Finance"],
+          "values": [98, 52, 35, 30, 18, 14],
+          "variant": "donut"
+        },
+        {
+          "id": "interviews-section",
+          "component": "Card",
+          "children": ["interviews-header", "interviews-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "interviews-header",
+          "component": "CardHeader",
+          "title": "Interviews This Week",
+          "subtitle": "June 16 – June 20, 2025"
+        },
+        {
+          "id": "interviews-list",
+          "component": "ListBlock",
+          "items": ["int-1", "int-2", "int-3", "int-4", "int-5", "int-6"],
+          "variant": "number"
+        },
+        {
+          "id": "int-1",
+          "component": "ListItem",
+          "title": "Sarah Chen – Senior Backend Engineer",
+          "subtitle": "Mon 10:00 AM · Technical Round · Panel: J. Park, M. Torres"
+        },
+        {
+          "id": "int-2",
+          "component": "ListItem",
+          "title": "David Okafor – Product Designer",
+          "subtitle": "Tue 2:00 PM · Portfolio Review · Panel: L. Kim"
+        },
+        {
+          "id": "int-3",
+          "component": "ListItem",
+          "title": "Maria Gonzalez – Account Executive",
+          "subtitle": "Wed 11:00 AM · Hiring Manager · R. Patel"
+        },
+        {
+          "id": "int-4",
+          "component": "ListItem",
+          "title": "James Wright – DevOps Engineer",
+          "subtitle": "Wed 3:30 PM · System Design · Panel: A. Novak"
+        },
+        {
+          "id": "int-5",
+          "component": "ListItem",
+          "title": "Priya Sharma – Frontend Engineer",
+          "subtitle": "Thu 9:00 AM · Onsite · Full Loop"
+        },
+        {
+          "id": "int-6",
+          "component": "ListItem",
+          "title": "Tom Bradley – Marketing Manager",
+          "subtitle": "Fri 1:00 PM · Culture Fit · Panel: S. Lee, D. Cruz"
+        },
+        {
+          "id": "attrition-section",
+          "component": "Card",
+          "children": ["attrition-header", "attrition-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition Trend",
+          "subtitle": "Monthly voluntary departures · Past 6 months"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "variant": "natural",
+          "yLabel": "Departures"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Voluntary Attrition",
+          "values": [4, 6, 3, 7, 5, 2]
+        },
+        {
+          "id": "new-role-action",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Open a New Role",
+          "description": "Fill in the details below to create a new requisition.",
+          "content": ["new-role-form"]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "new-role",
+          "fields": ["fc-title", "fc-dept", "fc-level", "fc-justification"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-title"
+        },
+        {
+          "id": "input-title",
+          "component": "Input",
+          "name": "role_title",
+          "placeholder": "e.g. Senior Software Engineer",
+          "type": "text"
+        },
+        {
+          "id": "fc-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select department",
+          "items": ["dept-eng", "dept-sales", "dept-mkt", "dept-ops", "dept-hr", "dept-fin", "dept-design"]
+        },
+        {
+          "id": "dept-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "dept-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "dept-mkt",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "dept-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "dept-hr",
+          "component": "SelectItem",
+          "value": "people_ops",
+          "label": "People Ops"
+        },
+        {
+          "id": "dept-fin",
+          "component": "SelectItem",
+          "value": "finance",
+          "label": "Finance"
+        },
+        {
+          "id": "dept-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design"
+        },
+        {
+          "id": "fc-level",
+          "component": "FormControl",
+          "label": "Level",
+          "input": "select-level"
+        },
+        {
+          "id": "select-level",
+          "component": "Select",
+          "name": "level",
+          "placeholder": "Select level",
+          "items": ["lvl-jr", "lvl-mid", "lvl-sr", "lvl-staff", "lvl-lead"]
+        },
+        {
+          "id": "lvl-jr",
+          "component": "SelectItem",
+          "value": "junior",
+          "label": "Junior"
+        },
+        {
+          "id": "lvl-mid",
+          "component": "SelectItem",
+          "value": "mid",
+          "label": "Mid-Level"
+        },
+        {
+          "id": "lvl-sr",
+          "component": "SelectItem",
+          "value": "senior",
+          "label": "Senior"
+        },
+        {
+          "id": "lvl-staff",
+          "component": "SelectItem",
+          "value": "staff",
+          "label": "Staff"
+        },
+        {
+          "id": "lvl-lead",
+          "component": "SelectItem",
+          "value": "lead",
+          "label": "Lead / Manager"
+        },
+        {
+          "id": "fc-justification",
+          "component": "FormControl",
+          "label": "Business Justification",
+          "input": "textarea-justification",
+          "hint": "Briefly explain why this role is needed"
+        },
+        {
+          "id": "textarea-justification",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Describe the business need for this hire...",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-submit", "btn-cancel"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-submit",
+          "component": "Button",
+          "label": "Submit Requisition",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Current headcount | Stat card showing **247 employees** |
+| 2 | Open roles + department | Table with 8 requisitions, departments, status & days open |
+| 3 | Pipeline stages | Horizontal bar chart (Applied → Offer) |
+| 4 | Avg time to hire | Stat card showing **34 days** |
+| 5 | Headcount by department | Donut chart across 6 departments |
+| 6 | Interviews this week | Numbered list with candidate, time & panel details |
+| 7 | Attrition (6 months) | Line chart showing monthly departures |
+| 8 | Open a new role | Dialog button that launches a form with title, department, level & justification fields |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..f649dfc6d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r3.txt
@@ -0,0 +1,405 @@
+
+
+Here's a complete hiring overview screen for the HR lead, covering all eight items:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hiring-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "People Ops"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hiring-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "statsRow", "row1", "row2", "attritionCard", "actionsRow"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Hiring Overview",
+        "subtitle": "People & Talent · Updated this morning"
+      },
+      {
+        "id": "statsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["statHeadcount", "statOpenRoles", "statTime"]
+      },
+      {
+        "id": "statHeadcount",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["shLabel", "shValue", "shSub"]
+      },
+      { "id": "shLabel", "component": "TextContent", "text": "Current Headcount", "size": "small" },
+      { "id": "shValue", "component": "TextContent", "text": "248", "size": "large-heavy" },
+      { "id": "shSub", "component": "TextContent", "text": "+6 vs. last month", "size": "small" },
+      {
+        "id": "statOpenRoles",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["soLabel", "soValue", "soSub"]
+      },
+      { "id": "soLabel", "component": "TextContent", "text": "Open Roles", "size": "small" },
+      { "id": "soValue", "component": "TextContent", "text": "17", "size": "large-heavy" },
+      { "id": "soSub", "component": "TextContent", "text": "across 6 departments", "size": "small" },
+      {
+        "id": "statTime",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["stLabel", "stValue", "stSub"]
+      },
+      { "id": "stLabel", "component": "TextContent", "text": "Avg. Time to Hire", "size": "small" },
+      { "id": "stValue", "component": "TextContent", "text": "34 days", "size": "large-heavy" },
+      { "id": "stSub", "component": "TextContent", "text": "−3 days vs. last quarter (target: 40)", "size": "small" },
+      {
+        "id": "row1",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["openRolesCard", "pipelineCard"]
+      },
+      {
+        "id": "openRolesCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": ["openRolesHeader", "openRolesTable"]
+      },
+      {
+        "id": "openRolesHeader",
+        "component": "CardHeader",
+        "title": "Open Roles",
+        "subtitle": "Top 6 of 17 active requisitions"
+      },
+      {
+        "id": "openRolesTable",
+        "component": "Table",
+        "columns": ["colRole", "colDept", "colPriority", "colDays"]
+      },
+      {
+        "id": "colRole",
+        "component": "Col",
+        "label": "Role",
+        "data": ["Senior Backend Engineer", "Product Designer", "Data Analyst", "Account Executive", "QA Engineer", "People Ops Specialist"]
+      },
+      {
+        "id": "colDept",
+        "component": "Col",
+        "label": "Department",
+        "data": ["Engineering", "Design", "Data", "Sales", "Engineering", "HR"]
+      },
+      {
+        "id": "colPriority",
+        "component": "Col",
+        "label": "Priority",
+        "data": ["High", "High", "Medium", "Medium", "High", "Low"]
+      },
+      {
+        "id": "colDays",
+        "component": "Col",
+        "label": "Days Open",
+        "type": "number",
+        "data": [12, 20, 8, 26, 15, 5]
+      },
+      {
+        "id": "pipelineCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": ["pipelineHeader", "pipelineChart"]
+      },
+      {
+        "id": "pipelineHeader",
+        "component": "CardHeader",
+        "title": "Candidates by Pipeline Stage",
+        "subtitle": "All active requisitions"
+      },
+      {
+        "id": "pipelineChart",
+        "component": "HorizontalBarChart",
+        "labels": ["Applied", "Screening", "Interview", "Offer", "Hired"],
+        "series": ["pipelineSeries"],
+        "xLabel": "Candidates"
+      },
+      {
+        "id": "pipelineSeries",
+        "component": "Series",
+        "category": "Candidates",
+        "values": [342, 118, 56, 9, 4]
+      },
+      {
+        "id": "row2",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": ["deptCard", "interviewsCard"]
+      },
+      {
+        "id": "deptCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": ["deptHeader", "deptChart"]
+      },
+      {
+        "id": "deptHeader",
+        "component": "CardHeader",
+        "title": "Headcount by Department",
+        "subtitle": "248 employees total"
+      },
+      {
+        "id": "deptChart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": ["Engineering", "Sales", "Marketing", "Product", "Data", "Design", "G&A"],
+        "values": [96, 48, 26, 22, 18, 16, 22]
+      },
+      {
+        "id": "interviewsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": ["interviewsHeader", "interviewsTable"]
+      },
+      {
+        "id": "interviewsHeader",
+        "component": "CardHeader",
+        "title": "Interviews This Week",
+        "subtitle": "Sep 22 – Sep 26 · 6 scheduled"
+      },
+      {
+        "id": "interviewsTable",
+        "component": "Table",
+        "columns": ["colCandidate", "colRole2", "colStage", "colWhen"]
+      },
+      {
+        "id": "colCandidate",
+        "component": "Col",
+        "label": "Candidate",
+        "data": ["Maya Chen", "Tom Okafor", "Lena Fischer", "Diego Ramos", "Priya Nair", "Sam Becker"]
+      },
+      {
+        "id": "colRole2",
+        "component": "Col",
+        "label": "Role",
+        "data": ["Sr. Backend Engineer", "Data Analyst", "Product Designer", "Account Executive", "QA Engineer", "People Ops Specialist"]
+      },
+      {
+        "id": "colStage",
+        "component": "Col",
+        "label": "Stage",
+        "data": ["Technical", "Hiring Manager", "Portfolio Review", "Final Round", "Technical", "Recruiter Screen"]
+      },
+      {
+        "id": "colWhen",
+        "component": "Col",
+        "label": "When",
+        "data": ["Mon 10:00", "Tue 14:30", "Wed 11:00", "Thu 09:30", "Thu 15:00", "Fri 13:00"]
+      },
+      {
+        "id": "attritionCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": ["attritionHeader", "attritionChart", "attritionNote"]
+      },
+      {
+        "id": "attritionHeader",
+        "component": "CardHeader",
+        "title": "Attrition — Past 6 Months",
+        "subtitle": "Monthly voluntary attrition rate"
+      },
+      {
+        "id": "attritionChart",
+        "component": "LineChart",
+        "variant": "natural",
+        "labels": ["Apr", "May", "Jun", "Jul", "Aug", "Sep"],
+        "series": ["attritionSeries"],
+        "yLabel": "Attrition %"
+      },
+      {
+        "id": "attritionSeries",
+        "component": "Series",
+        "category": "Attrition %",
+        "values": [1.8, 2.1, 1.6, 2.4, 2.9, 2.2]
+      },
+      {
+        "id": "attritionNote",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Insight",
+        "description": "6-month average is 2.2%/mo, slightly above the 2.0% target. The July–Aug spike is driven mainly by Engineering exits."
+      },
+      {
+        "id": "actionsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "end",
+        "children": ["newRoleDialog"]
+      },
+      {
+        "id": "newRoleDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "＋ Open a New Role",
+        "triggerVariant": "default",
+        "title": "Open a New Role",
+        "description": "Submit a new requisition for approval.",
+        "content": ["newRoleForm"]
+      },
+      {
+        "id": "newRoleForm",
+        "component": "Form",
+        "name": "new-role",
+        "fields": ["fcTitle", "fcDept", "fcHeadcount", "fcManager", "fcNotes"],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "fcTitle",
+        "component": "FormControl",
+        "label": "Role title",
+        "hint": "e.g. Senior Backend Engineer",
+        "input": "inputTitle"
+      },
+      {
+        "id": "inputTitle",
+        "component": "Input",
+        "name": "roleTitle",
+        "type": "text",
+        "placeholder": "Enter role title"
+      },
+      {
+        "id": "fcDept",
+        "component": "FormControl",
+        "label": "Department",
+        "input": "selectDept"
+      },
+      {
+        "id": "selectDept",
+        "component": "Select",
+        "name": "department",
+        "placeholder": "Select department",
+        "items": ["siEng", "siSales", "siMkt", "siProd", "siData", "siDesign", "siHR", "siFin"]
+      },
+      { "id": "siEng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+      { "id": "siSales", "component": "SelectItem", "value": "sales", "label": "Sales" },
+      { "id": "siMkt", "component": "SelectItem", "value": "marketing", "label": "Marketing" },
+      { "id": "siProd", "component": "SelectItem", "value": "product", "label": "Product" },
+      { "id": "siData", "component": "SelectItem", "value": "data", "label": "Data" },
+      { "id": "siDesign", "component": "SelectItem", "value": "design", "label": "Design" },
+      { "id": "siHR", "component": "SelectItem", "value": "hr", "label": "HR" },
+      { "id": "siFin", "component": "SelectItem", "value": "finance", "label": "Finance" },
+      {
+        "id": "fcHeadcount",
+        "component": "FormControl",
+        "label": "Headcount",
+        "hint": "Number of openings for this role",
+        "input": "inputHeadcount"
+      },
+      {
+        "id": "inputHeadcount",
+        "component": "Input",
+        "name": "headcount",
+        "type": "number",
+        "placeholder": "1"
+      },
+      {
+        "id": "fcManager",
+        "component": "FormControl",
+        "label": "Hiring manager",
+        "input": "inputManager"
+      },
+      {
+        "id": "inputManager",
+        "component": "Input",
+        "name": "hiringManager",
+        "type": "text",
+        "placeholder": "e.g. Jordan Rivera"
+      },
+      {
+        "id": "fcNotes",
+        "component": "FormControl",
+        "label": "Notes",
+        "input": "notesArea"
+      },
+      {
+        "id": "notesArea",
+        "component": "TextArea",
+        "name": "notes",
+        "rows": 3,
+        "placeholder": "Justification, level, target start date…"
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btnSubmit", "btnCancel"]
+      },
+      {
+        "id": "btnSubmit",
+        "component": "Button",
+        "label": "Submit Role",
+        "variant": "primary"
+      },
+      {
+        "id": "btnCancel",
+        "component": "Button",
+        "label": "Cancel",
+        "variant": "secondary"
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+**How each requirement is covered:**
+
+1. **Current headcount** — 248, shown as a headline stat card with month-over-month trend
+2. **Open roles + department** — table listing each requisition with its department, priority, and days open
+3. **Candidates per pipeline stage** — horizontal bar chart across Applied → Screening → Interview → Offer → Hired
+4. **Average time to hire** — 34 days stat card, compared against the 40-day target
+5. **Headcount split by department** — donut chart across all 7 departments
+6. **Interviews this week** — table with candidate, role, stage, and scheduled time
+7. **Attrition (6 months)** — line chart of monthly attrition rate with an insight callout
+8. **Open a new role** — "＋ Open a New Role" button at the bottom that opens a dialog with a requisition form (title, department, headcount, hiring manager, notes)
+
+Let me know if you'd like different sample data, additional pipeline detail, or the form wired to a specific action.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..1cd97e4ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-hr__r4.txt
@@ -0,0 +1,409 @@
+Here's a comprehensive HR Hiring Overview dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hr-hiring-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "HR Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hr-hiring-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["dashboard-header", "metrics-row", "open-roles-card", "pipeline-card", "dept-card", "interviews-card", "attrition-card", "new-role-dialog"]
+        },
+        {
+          "id": "dashboard-header",
+          "component": "CardHeader",
+          "title": "Hiring Overview",
+          "subtitle": "Real-time recruitment snapshot · Updated June 16, 2025"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["headcount-card", "avg-hire-card", "open-count-card"]
+        },
+        {
+          "id": "headcount-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["headcount-value", "headcount-label"]
+        },
+        {
+          "id": "headcount-value",
+          "component": "TextContent",
+          "text": "247",
+          "size": "large-heavy"
+        },
+        {
+          "id": "headcount-label",
+          "component": "TextContent",
+          "text": "Current Headcount",
+          "size": "small"
+        },
+        {
+          "id": "avg-hire-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["avg-hire-value", "avg-hire-label"]
+        },
+        {
+          "id": "avg-hire-value",
+          "component": "TextContent",
+          "text": "32 days",
+          "size": "large-heavy"
+        },
+        {
+          "id": "avg-hire-label",
+          "component": "TextContent",
+          "text": "Avg. Time to Hire",
+          "size": "small"
+        },
+        {
+          "id": "open-count-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "align": "center",
+          "weight": 1,
+          "children": ["open-count-value", "open-count-label"]
+        },
+        {
+          "id": "open-count-value",
+          "component": "TextContent",
+          "text": "6",
+          "size": "large-heavy"
+        },
+        {
+          "id": "open-count-label",
+          "component": "TextContent",
+          "text": "Open Roles",
+          "size": "small"
+        },
+        {
+          "id": "open-roles-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["open-roles-header", "open-roles-table"]
+        },
+        {
+          "id": "open-roles-header",
+          "component": "CardHeader",
+          "title": "Open Roles",
+          "subtitle": "6 active requisitions across 5 departments"
+        },
+        {
+          "id": "open-roles-table",
+          "component": "Table",
+          "columns": ["col-role", "col-dept", "col-location", "col-status"]
+        },
+        {
+          "id": "col-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Senior Frontend Engineer", "Product Manager", "Data Analyst", "UX Designer", "DevOps Engineer", "Marketing Coordinator"]
+        },
+        {
+          "id": "col-dept",
+          "component": "Col",
+          "label": "Department",
+          "data": ["Engineering", "Product", "Analytics", "Design", "Engineering", "Marketing"]
+        },
+        {
+          "id": "col-location",
+          "component": "Col",
+          "label": "Location",
+          "data": ["Remote", "New York", "London", "Remote", "San Francisco", "New York"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Active", "Active", "Active", "Active", "Active", "Active"]
+        },
+        {
+          "id": "pipeline-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["pipeline-header", "pipeline-chart"]
+        },
+        {
+          "id": "pipeline-header",
+          "component": "CardHeader",
+          "title": "Candidate Pipeline",
+          "subtitle": "269 total candidates across all open roles"
+        },
+        {
+          "id": "pipeline-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Applied", "Phone Screen", "Technical Interview", "On-site", "Offer"],
+          "series": ["pipeline-series"],
+          "xLabel": "Candidates"
+        },
+        {
+          "id": "pipeline-series",
+          "component": "Series",
+          "category": "Candidates",
+          "values": [142, 68, 34, 18, 7]
+        },
+        {
+          "id": "dept-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["dept-header", "dept-chart"]
+        },
+        {
+          "id": "dept-header",
+          "component": "CardHeader",
+          "title": "Headcount by Department",
+          "subtitle": "Distribution across 6 departments"
+        },
+        {
+          "id": "dept-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Engineering", "Product", "Design", "Marketing", "Sales", "Operations"],
+          "values": [89, 34, 22, 28, 41, 33]
+        },
+        {
+          "id": "interviews-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["interviews-header", "interviews-table"]
+        },
+        {
+          "id": "interviews-header",
+          "component": "CardHeader",
+          "title": "Interviews This Week",
+          "subtitle": "June 16 – June 20, 2025"
+        },
+        {
+          "id": "interviews-table",
+          "component": "Table",
+          "columns": ["col-candidate", "col-int-role", "col-date", "col-interviewer"]
+        },
+        {
+          "id": "col-candidate",
+          "component": "Col",
+          "label": "Candidate",
+          "data": ["Sarah Chen", "Marcus Johnson", "Emily Rodriguez", "David Kim", "Rachel Foster"]
+        },
+        {
+          "id": "col-int-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Sr. Frontend Engineer", "Product Manager", "Data Analyst", "UX Designer", "DevOps Engineer"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Mon, Jun 16", "Tue, Jun 17", "Wed, Jun 18", "Thu, Jun 19", "Fri, Jun 20"]
+        },
+        {
+          "id": "col-interviewer",
+          "component": "Col",
+          "label": "Interviewer",
+          "data": ["James Park", "Lisa Wong", "Tom Baker", "Anna Lee", "James Park"]
+        },
+        {
+          "id": "attrition-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["attrition-header", "attrition-chart"]
+        },
+        {
+          "id": "attrition-header",
+          "component": "CardHeader",
+          "title": "Attrition Rate",
+          "subtitle": "Monthly voluntary attrition · Past 6 months"
+        },
+        {
+          "id": "attrition-chart",
+          "component": "LineChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["attrition-series"],
+          "variant": "natural",
+          "yLabel": "Attrition %"
+        },
+        {
+          "id": "attrition-series",
+          "component": "Series",
+          "category": "Attrition %",
+          "values": [3.2, 2.8, 4.1, 3.5, 2.9, 3.8]
+        },
+        {
+          "id": "new-role-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "+ Open New Role",
+          "triggerVariant": "default",
+          "title": "Open a New Role",
+          "description": "Fill in the details below to create a new requisition.",
+          "content": ["new-role-form"]
+        },
+        {
+          "id": "new-role-form",
+          "component": "Form",
+          "name": "new-role",
+          "fields": ["fc-role-title", "fc-department", "fc-location", "fc-description"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-role-title",
+          "component": "FormControl",
+          "label": "Role Title",
+          "input": "input-role-title"
+        },
+        {
+          "id": "input-role-title",
+          "component": "Input",
+          "name": "roleTitle",
+          "placeholder": "e.g. Senior Backend Engineer",
+          "type": "text",
+          "rules": [{"required": true, "message": "Role title is required"}]
+        },
+        {
+          "id": "fc-department",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-department"
+        },
+        {
+          "id": "select-department",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select a department",
+          "items": ["si-eng", "si-product", "si-design", "si-marketing", "si-sales", "si-ops"],
+          "rules": [{"required": true, "message": "Department is required"}]
+        },
+        {
+          "id": "si-eng",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering"
+        },
+        {
+          "id": "si-product",
+          "component": "SelectItem",
+          "value": "product",
+          "label": "Product"
+        },
+        {
+          "id": "si-design",
+          "component": "SelectItem",
+          "value": "design",
+          "label": "Design"
+        },
+        {
+          "id": "si-marketing",
+          "component": "SelectItem",
+          "value": "marketing",
+          "label": "Marketing"
+        },
+        {
+          "id": "si-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales"
+        },
+        {
+          "id": "si-ops",
+          "component": "SelectItem",
+          "value": "operations",
+          "label": "Operations"
+        },
+        {
+          "id": "fc-location",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "input-location"
+        },
+        {
+          "id": "input-location",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g. Remote, New York, London",
+          "type": "text",
+          "rules": [{"required": true, "message": "Location is required"}]
+        },
+        {
+          "id": "fc-description",
+          "component": "FormControl",
+          "label": "Role Description",
+          "input": "textarea-description",
+          "hint": "Brief summary of responsibilities and requirements"
+        },
+        {
+          "id": "textarea-description",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the role, key responsibilities, and required qualifications…",
+          "rows": 4
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["submit-btn"]
+        },
+        {
+          "id": "submit-btn",
+          "component": "Button",
+          "label": "Submit Requisition",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | **Current headcount** | Metric card showing **247** |
+| 2 | **Open roles + department** | Table with Role, Department, Location, Status columns |
+| 3 | **Pipeline stages** | Horizontal bar chart (Applied → Offer) |
+| 4 | **Avg. time to hire** | Metric card showing **32 days** |
+| 5 | **Headcount by dept** | Donut chart across 6 departments |
+| 6 | **Interviews this week** | Table with Candidate, Role, Date, Interviewer |
+| 7 | **Attrition (6 months)** | Line chart with natural smoothing, Jan–Jun |
+| 8 | **Open a new role** | Dialog button that opens a form with title, department, location, and description fields |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..8a73f85f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r1.txt
@@ -0,0 +1,464 @@
+Here's a comprehensive training platform analytics dashboard covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Training Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-section", "cohort-filter-row", "kpi-row", "engagement-section", "enrollment-section", "at-risk-section", "message-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["header-title", "header-subtitle"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Training Platform Analytics",
+          "level": "h1"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Weekly performance overview — updated in real time",
+          "size": "small"
+        },
+        {
+          "id": "cohort-filter-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["cohort-label", "cohort-select"]
+        },
+        {
+          "id": "cohort-label",
+          "component": "Label",
+          "text": "Filter by Cohort:"
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "All Cohorts",
+          "items": ["cohort-all", "cohort-q1", "cohort-q2", "cohort-engineering", "cohort-sales", "cohort-onboarding"]
+        },
+        {
+          "id": "cohort-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts"
+        },
+        {
+          "id": "cohort-q1",
+          "component": "SelectItem",
+          "value": "q1-2025",
+          "label": "Q1 2025 Cohort"
+        },
+        {
+          "id": "cohort-q2",
+          "component": "SelectItem",
+          "value": "q2-2025",
+          "label": "Q2 2025 Cohort"
+        },
+        {
+          "id": "cohort-engineering",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering Track"
+        },
+        {
+          "id": "cohort-sales",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales Track"
+        },
+        {
+          "id": "cohort-onboarding",
+          "component": "SelectItem",
+          "value": "onboarding",
+          "label": "New Hire Onboarding"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-active", "kpi-completion", "kpi-quiz"]
+        },
+        {
+          "id": "kpi-active",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-active-label", "kpi-active-value", "kpi-active-delta"]
+        },
+        {
+          "id": "kpi-active-label",
+          "component": "TextContent",
+          "text": "Active Learners This Week",
+          "size": "small"
+        },
+        {
+          "id": "kpi-active-value",
+          "component": "TextContent",
+          "text": "1,247",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-active-delta",
+          "component": "Tag",
+          "text": "↑ 12% vs last week",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "kpi-completion",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-completion-label", "kpi-completion-value", "kpi-completion-progress"]
+        },
+        {
+          "id": "kpi-completion-label",
+          "component": "TextContent",
+          "text": "Course Completion Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-completion-value",
+          "component": "TextContent",
+          "text": "73.4%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-completion-progress",
+          "component": "Progress",
+          "value": 73.4,
+          "label": "Target: 80%"
+        },
+        {
+          "id": "kpi-quiz",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-quiz-label", "kpi-quiz-value", "kpi-quiz-delta"]
+        },
+        {
+          "id": "kpi-quiz-label",
+          "component": "TextContent",
+          "text": "Average Quiz Score",
+          "size": "small"
+        },
+        {
+          "id": "kpi-quiz-value",
+          "component": "TextContent",
+          "text": "81.2%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-quiz-delta",
+          "component": "Tag",
+          "text": "↑ 3.1 pts improvement",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "engagement-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["engagement-header", "engagement-chart"]
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Engagement Trend — Past 8 Weeks",
+          "subtitle": "Weekly active sessions and content interactions"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "AreaChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"],
+          "series": ["engagement-sessions", "engagement-interactions"],
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "variant": "natural"
+        },
+        {
+          "id": "engagement-sessions",
+          "component": "Series",
+          "category": "Active Sessions",
+          "values": [820, 940, 1010, 980, 1120, 1180, 1150, 1247]
+        },
+        {
+          "id": "engagement-interactions",
+          "component": "Series",
+          "category": "Content Interactions",
+          "values": [2400, 2650, 2900, 2750, 3100, 3350, 3200, 3580]
+        },
+        {
+          "id": "enrollment-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["enrollment-header", "enrollment-chart"]
+        },
+        {
+          "id": "enrollment-header",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Top 6 courses by total active enrollments"
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Leadership Fundamentals", "Data Analytics 101", "Python for Beginners", "Communication Skills", "Project Management", "Cybersecurity Basics"],
+          "series": ["enrollment-series"],
+          "xLabel": "Enrollments",
+          "yLabel": "Course"
+        },
+        {
+          "id": "enrollment-series",
+          "component": "Series",
+          "category": "Enrollments",
+          "values": [482, 415, 398, 341, 287, 234]
+        },
+        {
+          "id": "at-risk-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["at-risk-header", "at-risk-alert", "at-risk-table"]
+        },
+        {
+          "id": "at-risk-header",
+          "component": "CardHeader",
+          "title": "Learners at Risk of Dropping Out",
+          "subtitle": "Flagged by inactivity, low scores, or missed deadlines"
+        },
+        {
+          "id": "at-risk-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "23 learners flagged this week",
+          "description": "These learners have shown declining engagement or failed 2+ consecutive assessments. Early intervention recommended."
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": ["col-name", "col-cohort", "col-course", "col-risk", "col-last-active"]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Learner",
+          "data": ["Maria Chen", "James Okafor", "Priya Sharma", "Liam Torres", "Aisha Bello", "David Kim"],
+          "type": "string"
+        },
+        {
+          "id": "col-cohort",
+          "component": "Col",
+          "label": "Cohort",
+          "data": ["Q1 2025", "Engineering", "Q2 2025", "Sales", "Onboarding", "Q1 2025"],
+          "type": "string"
+        },
+        {
+          "id": "col-course",
+          "component": "Col",
+          "label": "Course",
+          "data": ["Data Analytics 101", "Python for Beginners", "Leadership Fundamentals", "Communication Skills", "Project Management", "Cybersecurity Basics"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk",
+          "component": "Col",
+          "label": "Risk Level",
+          "data": ["High", "High", "Medium", "Medium", "High", "Low"],
+          "type": "string"
+        },
+        {
+          "id": "col-last-active",
+          "component": "Col",
+          "label": "Last Active",
+          "data": ["12 days ago", "9 days ago", "7 days ago", "6 days ago", "10 days ago", "5 days ago"],
+          "type": "string"
+        },
+        {
+          "id": "message-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["message-header", "message-description", "message-dialog"]
+        },
+        {
+          "id": "message-header",
+          "component": "CardHeader",
+          "title": "Message a Cohort",
+          "subtitle": "Send targeted communications to re-engage learners"
+        },
+        {
+          "id": "message-description",
+          "component": "TextContent",
+          "text": "Use the dialog below to compose and send a message to a specific cohort. Messages are delivered via in-app notification and email.",
+          "size": "small"
+        },
+        {
+          "id": "message-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Compose Message",
+          "triggerVariant": "default",
+          "title": "Send Cohort Message",
+          "description": "Select a cohort and write your message below.",
+          "content": ["msg-form"]
+        },
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "cohort-message",
+          "fields": ["msg-cohort-field", "msg-subject-field", "msg-body-field"],
+          "buttons": "msg-buttons"
+        },
+        {
+          "id": "msg-cohort-field",
+          "component": "FormControl",
+          "label": "Target Cohort",
+          "input": "msg-cohort-select"
+        },
+        {
+          "id": "msg-cohort-select",
+          "component": "Select",
+          "name": "target_cohort",
+          "placeholder": "Choose a cohort…",
+          "items": ["msg-cohort-opt1", "msg-cohort-opt2", "msg-cohort-opt3", "msg-cohort-opt4", "msg-cohort-opt5"]
+        },
+        {
+          "id": "msg-cohort-opt1",
+          "component": "SelectItem",
+          "value": "q1-2025",
+          "label": "Q1 2025 Cohort"
+        },
+        {
+          "id": "msg-cohort-opt2",
+          "component": "SelectItem",
+          "value": "q2-2025",
+          "label": "Q2 2025 Cohort"
+        },
+        {
+          "id": "msg-cohort-opt3",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "Engineering Track"
+        },
+        {
+          "id": "msg-cohort-opt4",
+          "component": "SelectItem",
+          "value": "sales",
+          "label": "Sales Track"
+        },
+        {
+          "id": "msg-cohort-opt5",
+          "component": "SelectItem",
+          "value": "onboarding",
+          "label": "New Hire Onboarding"
+        },
+        {
+          "id": "msg-subject-field",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "msg-subject-input",
+          "hint": "Keep it short and actionable"
+        },
+        {
+          "id": "msg-subject-input",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "e.g. You're almost there — finish your module!",
+          "type": "text"
+        },
+        {
+          "id": "msg-body-field",
+          "component": "FormControl",
+          "label": "Message Body",
+          "input": "msg-body-textarea"
+        },
+        {
+          "id": "msg-body-textarea",
+          "component": "TextArea",
+          "name": "body",
+          "placeholder": "Write your message to the cohort…",
+          "rows": 5
+        },
+        {
+          "id": "msg-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["msg-send-btn", "msg-cancel-btn"]
+        },
+        {
+          "id": "msg-send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "msg-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all eight requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Active learners this week | KPI card showing **1,247** with a +12% trend tag |
+| 2 | Course completion rate | KPI card with **73.4%** and a progress bar toward the 80% target |
+| 3 | Average quiz score | KPI card showing **81.2%** with improvement indicator |
+| 4 | Courses ranked by enrollment | Horizontal bar chart ranking the top 6 courses |
+| 5 | Learners at risk | Warning alert + detailed table with name, cohort, course, risk level, and last activity |
+| 6 | Narrow to one cohort | Select dropdown at the top to filter by cohort (Q1, Q2, Engineering, Sales, Onboarding) |
+| 7 | Engagement over 8 weeks | Area chart with two series (sessions & interactions) across 8 weeks |
+| 8 | Message a cohort | Dialog with a form to pick a cohort, write a subject/body, and send |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..6e659fc14
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r2.txt
@@ -0,0 +1,150 @@
+
+
+Here is a single-screen training analytics surface that covers all eight requested items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "training-platform-analytics",
+    "catalogId": "thesys.dev:c1-openui",
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "training-platform-analytics",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "pageHeader",
+          "cohortFilterControl",
+          "kpiRow",
+          "engagementCard",
+          "tableRow",
+          "messageCard"
+        ]
+      },
+      {
+        "id": "pageHeader",
+        "component": "CardHeader",
+        "title": "Training Platform Analytics",
+        "subtitle": "Weekly active learners, completion rate, quiz performance, enrollment ranking, dropout risk, and cohort engagement"
+      },
+      {
+        "id": "cohortFilterControl",
+        "component": "FormControl",
+        "label": "Narrow to one cohort",
+        "input": "cohortSelect",
+        "hint": "Applies to KPIs, engagement trend, course ranking, and at-risk learners."
+      },
+      {
+        "id": "cohortSelect",
+        "component": "Select",
+        "name": "cohort",
+        "placeholder": "Choose a cohort",
+        "value": "all",
+        "items": [
+          "cohortAll",
+          "cohortSales",
+          "cohortEngineering",
+          "cohortCustomerSuccess",
+          "cohortCompliance"
+        ]
+      },
+      {
+        "id": "cohortAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All cohorts"
+      },
+      {
+        "id": "cohortSales",
+        "component": "SelectItem",
+        "value": "sales-onboarding",
+        "label": "Sales Onboarding"
+      },
+      {
+        "id": "cohortEngineering",
+        "component": "SelectItem",
+        "value": "product-engineering",
+        "label": "Product Engineering"
+      },
+      {
+        "id": "cohortCustomerSuccess",
+        "component": "SelectItem",
+        "value": "customer-success",
+        "label": "Customer Success"
+      },
+      {
+        "id": "cohortCompliance",
+        "component": "SelectItem",
+        "value": "compliance-refresh",
+        "label": "Compliance Refresh"
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "activeKpiCard",
+          "completionKpiCard",
+          "quizKpiCard"
+        ]
+      },
+      {
+        "id": "activeKpiCard",
+        "component": "Card",
+        "children": [
+          "activeKpiText"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "activeKpiText",
+        "component": "TextContent",
+        "text": "**Active learners this week**\n\n# 482\n\n+12.4% vs last week"
+      },
+      {
+        "id": "completionKpiCard",
+        "component": "Card",
+        "children": [
+          "completionKpiText"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "completionKpiText",
+        "component": "TextContent",
+        "text": "**Course completion rate**\n\n# 76.4%\n\n+2.1 pts vs last week"
+      },
+      {
+        "id": "quizKpiCard",
+        "component": "Card",
+        "children": [
+          "quizKpiText"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "quizKpiText",
+        "component": "TextContent",
+        "text": "**Average quiz score**\n\n# 81.7%\n\n+1.3 pts vs last week"
+      },
+      {
+        "id": "engagementCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+       
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..8aae35471
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r3.txt
@@ -0,0 +1,163 @@
+
+
+Here's a complete training platform analytics screen covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "sendDataModel": true,
+      "theme": { "primaryColor": "#2563EB" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["headerBlock", "filterCard", "kpiRow", "engagementCard", "rankedCard", "riskCard", "msgCard", "doneCallout"]
+        },
+        {
+          "id": "headerBlock",
+          "component": "Card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["headerTitles", "exportButton"]
+        },
+        {
+          "id": "headerTitles",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["titleText", "subtitleText"]
+        },
+        { "id": "titleText", "component": "Heading", "level": "h1", "text": "Training Platform Analytics" },
+        { "id": "subtitleText", "component": "TextContent", "size": "small", "text": "Weekly snapshot · Updated moments ago" },
+        { "id": "exportButton", "component": "Button", "label": "Export report", "variant": "tertiary", "action": ["report:export"] },
+
+        {
+          "id": "filterCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["filterHeader", "filterForm"]
+        },
+        { "id": "filterHeader", "component": "CardHeader", "title": "Cohort", "subtitle": "Narrow all analytics to a single cohort" },
+        { "id": "filterForm", "component": "Form", "name": "cohortFilter", "fields": ["cohortField"], "buttons": "filterActions" },
+        { "id": "cohortField", "component": "FormControl", "label": "Viewing cohort", "input": "cohortSelect", "hint": "KPIs, trends and tables re-focus on the selected cohort" },
+        { "id": "cohortSelect", "component": "Select", "name": "cohort", "value": "all", "items": ["res_all", "res_data", "res_sales", "res_cs", "res_prod"] },
+        { "id": "res_all", "component": "SelectItem", "value": "all", "label": "All cohorts" },
+        { "id": "res_data", "component": "SelectItem", "value": "data-a24", "label": "Academy · Data Engineering (A24)" },
+        { "id": "res_sales", "component": "SelectItem", "value": "sales-b24", "label": "Academy · Sales Development (B24)" },
+        { "id": "res_cs", "component": "SelectItem", "value": "cs-c24", "label": "Academy · Customer Success (C24)" },
+        { "id": "res_prod", "component": "SelectItem", "value": "prod-c23", "label": "Academy · Product & Design (C23)" },
+        { "id": "filterActions", "component": "Buttons", "buttons": ["filterApplyBtn"] },
+        { "id": "filterApplyBtn", "component": "Button", "label": "Apply", "variant": "secondary", "size": "small", "action": ["filter:apply"] },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "children": ["kpiActive", "kpiCompletion", "kpiQuiz"]
+        },
+        { "id": "kpiActive", "component": "Card", "direction": "column", "gap": "xs", "weight": 1, "children": ["activeLabel", "activeValue", "activeTrend"], "accessibility": { "label": "Active learners this week" } },
+        { "id": "activeLabel", "component": "TextContent", "size": "small", "text": "**(1) Active learners this week**" },
+        { "id": "activeValue", "component": "TextContent", "size": "large-heavy", "text": { "path": "/stats/activeThisWeek" } },
+        { "id": "activeTrend", "component": "TextContent", "size": "small", "text": "▲ 12% vs last week" },
+        { "id": "kpiCompletion", "component": "Card", "direction": "column", "gap": "xs", "weight": 1, "children": ["completionLabel", "completionValue", "completionTrend"], "accessibility": { "label": "Course completion rate" } },
+        { "id": "completionLabel", "component": "TextContent", "size": "small", "text": "**(2) Course completion rate**" },
+        { "id": "completionValue", "component": "TextContent", "size": "large-heavy", "text": { "path": "/stats/completionRate" } },
+        { "id": "completionTrend", "component": "TextContent", "size": "small", "text": "▼ 2 pts vs last week" },
+        { "id": "kpiQuiz", "component": "Card", "direction": "column", "gap": "xs", "weight": 1, "children": ["quizLabel", "quizValue", "quizTrend"], "accessibility": { "label": "Average quiz score" } },
+        { "id": "quizLabel", "component": "TextContent", "size": "small", "text": "**(3) Average quiz score**" },
+        { "id": "quizValue", "component": "TextContent", "size": "large-heavy", "text": { "path": "/stats/avgQuizScore" } },
+        { "id": "quizTrend", "component": "TextContent", "size": "small", "text": "▲ 3 pts vs last week" },
+
+        { "id": "engagementCard", "component": "Card", "direction": "column", "gap": "m", "children": ["engagementHeader", "engagementChart"] },
+        { "id": "engagementHeader", "component": "CardHeader", "title": "(7) Engagement across the past eight weeks", "subtitle": "Weekly active learners and quiz submissions" },
+        { "id": "engagementChart", "component": "LineChart", "variant": "natural", "xLabel": "Week", "yLabel": "Count", "labels": ["May 5", "May 12", "May 19", "May 26", "Jun 2", "Jun 9", "Jun 16", "Jun 23"], "series": ["engageActiveSeries", "engageQuizSeries"] },
+        { "id": "engageActiveSeries", "component": "Series", "category": "Active learners", "values": [920, 955, 905, 980, 1060, 1105, 1180, 1247] },
+        { "id": "engageQuizSeries", "component": "Series", "category": "Quizzes submitted", "values": [1500, 1585, 1490, 1660, 1780, 1865, 1975, 2130] },
+
+        { "id": "rankedCard", "component": "Card", "direction": "column", "gap": "m", "children": ["rankedHeader", "rankedChart"] },
+        { "id": "rankedHeader", "component": "CardHeader", "title": "(4) Courses ranked by enrollment", "subtitle": "Total enrolled learners per course" },
+        { "id": "rankedChart", "component": "HorizontalBarChart", "variant": "grouped", "xLabel": "Enrolled learners", "yLabel": "Course", "labels": ["Onboarding Fundamentals", "Advanced Data Analytics", "Leadership Essentials", "Customer Communication Skills", "Cloud Security Basics", "Sales Enablement Bootcamp"], "series": ["enrollSeries"] },
+        { "id": "enrollSeries", "component": "Series", "category": "Enrollment", "values": [1240, 985, 860, 745, 620, 505] },
+
+        { "id": "riskCard", "component": "Card", "direction": "column", "gap": "m", "children": ["riskHeader", "riskAlert", "riskTable"] },
+        { "id": "riskHeader", "component": "CardHeader", "title": "(5) Learners at risk of dropping out", "subtitle": "Sorted by risk score, highest first" },
+        { "id": "riskAlert", "component": "Alert", "variant": "warning", "title": "5 learners flagged for intervention", "description": "Flagged for inactivity, missed deadlines and low quiz scores this cycle." },
+        { "id": "riskTable", "component": "Table", "columns": ["colLearner", "colCohort", "colRisk", "colLastActive", "colQuizAvg", "colRowAction"] },
+        { "id": "colLearner", "component": "Col", "label": "Learner", "type": "string", "data": ["Maya Chen", "Diego Ramírez", "Priya Natarajan", "Sam Okafor", "Elena Petrova"] },
+        { "id": "colCohort", "component": "Col", "label": "Cohort", "type": "string", "data": ["CS · C24", "Sales · B24", "Data · A24", "Sales · B24", "Product · C23"] },
+        { "id": "colRisk", "component": "Col", "label": "Risk", "type": "string", "data": ["High", "High", "Medium", "Medium", "High"] },
+        { "id": "colLastActive", "component": "Col", "label": "Last active", "type": "string", "data": ["18 days ago", "12 days ago", "9 days ago", "6 days ago", "4 days ago"] },
+        { "id": "colQuizAvg", "component": "Col", "label": "Quiz avg", "type": "number", "data": [54, 61, 68, 63, 58] },
+        { "id": "colRowAction", "component": "Col", "label": "Outreach", "type": "action", "data": ["Message", "Message", "Message", "Message", "Message"] },
+
+        { "id": "msgCard", "component": "Card", "direction": "column", "gap": "m", "children": ["msgHeader", "msgForm"] },
+        { "id": "msgHeader", "component": "CardHeader", "title": "(8) Message a cohort", "subtitle": "Send an announcement or nudge to an entire cohort" },
+        { "id": "msgForm", "component": "Form", "name": "cohortMessage", "fields": ["msgCohortField", "msgBodyField"], "buttons": "msgButtons" },
+        { "id": "msgCohortField", "component": "FormControl", "label": "Recipient cohort", "input": "msgCohortSelect" },
+        { "id": "msgCohortSelect", "component": "Select", "name": "recipientCohort", "value": "data-a24", "items": ["res_all", "res_data", "res_sales", "res_cs", "res_prod"] },
+        { "id": "msgBodyField", "component": "FormControl", "label": "Message", "input": "msgBody" },
+        { "id": "msgBody", "component": "TextArea", "name": "message", "rows": 4, "placeholder": "e.g., Reminder: your compliance module is due Friday – it only takes 15 minutes." },
+        { "id": "msgButtons", "component": "Buttons", "buttons": ["sendMsgBtn"] },
+        { "id": "sendMsgBtn", "component": "Button", "label": "Send message to cohort", "variant": "primary", "action": ["cohort:message:send"] },
+
+        { "id": "doneCallout", "component": "Callout", "variant": "success", "title": "Message sent", "description": { "path": "/sendMessage/statusText" }, "visible": { "path": "/sendMessage/messageSent" } }
+      ]
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateDataModel": {
+      "surfaceId": "training-analytics",
+      "value": {
+        "stats": { "activeThisWeek": "1,247", "completionRate": "84%", "avgQuizScore": "88%" },
+        "sendMessage": { "messageSent": false, "statusText": "" }
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateDataModel": {
+      "surfaceId": "training-analytics",
+      "path": "/sendMessage/messageSent",
+      "value": true
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateDataModel": {
+      "surfaceId": "training-analytics",
+      "path": "/sendMessage/statusText",
+      "value": "Delivered to Academy · Data Engineering (A24) — 184 learners."
+    }
+  }
+]
+</a2ui-json>
+
+**Coverage checklist:**
+1. **Active learners this week** — KPI card showing 1,247 with weekly trend
+2. **Course completion rate** — KPI card (84%, down 2 pts)
+3. **Average quiz score** — KPI card (88%, up 3 pts)
+4. **Courses ranked by enrollment** — horizontal bar chart, top course first
+5. **Learners at risk** — warning alert plus a table with cohort, risk level, last-active date, quiz average, and a per-row "Message" action
+6. **Narrow to one cohort** — cohort Select + Apply button at the top of the screen
+7. **Engagement across 8 weeks** — two-series line chart (active learners + quiz submissions)
+8. **Message a cohort** — compose form with recipient cohort selector, message body, and send button; the success callout confirms delivery
+
+Since the form actions are wired, submitting the message form will send the form data (selected cohort + message) back to your agent, where you can handle the actual delivery and update the confirmation text accordingly.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..897fc1c7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-learning__r4.txt
@@ -0,0 +1,401 @@
+
+
+Here's a comprehensive training platform analytics dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "training-analytics",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Training Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "training-analytics",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "charts-section", "at-risk-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-title", "header-controls"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "📊 Training Platform Analytics",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "children": ["cohort-select-control", "message-cohort-btn"],
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "variant": "clear"
+        },
+        {
+          "id": "cohort-select-control",
+          "component": "FormControl",
+          "label": "Filter by Cohort",
+          "input": "cohort-select",
+          "hint": "Narrow all metrics to a specific cohort"
+        },
+        {
+          "id": "cohort-select",
+          "component": "Select",
+          "name": "cohort",
+          "placeholder": "All Cohorts",
+          "items": ["cohort-opt-1", "cohort-opt-2", "cohort-opt-3", "cohort-opt-4", "cohort-opt-5"]
+        },
+        {
+          "id": "cohort-opt-1",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Cohorts"
+        },
+        {
+          "id": "cohort-opt-2",
+          "component": "SelectItem",
+          "value": "q1-2025",
+          "label": "Q1 2025 Onboarding"
+        },
+        {
+          "id": "cohort-opt-3",
+          "component": "SelectItem",
+          "value": "q2-2025",
+          "label": "Q2 2025 Engineering"
+        },
+        {
+          "id": "cohort-opt-4",
+          "component": "SelectItem",
+          "value": "leadership",
+          "label": "Leadership Development"
+        },
+        {
+          "id": "cohort-opt-5",
+          "component": "SelectItem",
+          "value": "compliance",
+          "label": "Compliance Training"
+        },
+        {
+          "id": "message-cohort-btn",
+          "component": "DialogBlock",
+          "triggerLabel": "✉️ Message Cohort",
+          "title": "Send Message to Cohort",
+          "description": "Compose a message to all learners in the selected cohort.",
+          "triggerVariant": "secondary",
+          "content": ["msg-form"]
+        },
+        {
+          "id": "msg-form",
+          "component": "Form",
+          "name": "cohort-message",
+          "fields": ["msg-subject-control", "msg-body-control"],
+          "buttons": "msg-buttons"
+        },
+        {
+          "id": "msg-subject-control",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "msg-subject"
+        },
+        {
+          "id": "msg-subject",
+          "component": "Input",
+          "name": "subject",
+          "placeholder": "e.g. Weekly progress reminder"
+        },
+        {
+          "id": "msg-body-control",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "msg-body"
+        },
+        {
+          "id": "msg-body",
+          "component": "TextArea",
+          "name": "body",
+          "placeholder": "Write your message to the cohort...",
+          "rows": 4
+        },
+        {
+          "id": "msg-buttons",
+          "component": "Buttons",
+          "buttons": ["msg-send-btn", "msg-cancel-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "msg-send-btn",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        },
+        {
+          "id": "msg-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-active", "metric-completion", "metric-quiz"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "metric-active",
+          "component": "Card",
+          "children": ["metric-active-header", "metric-active-value", "metric-active-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "metric-active-header",
+          "component": "TextContent",
+          "text": "🟢 Active Learners This Week",
+          "size": "small-heavy"
+        },
+        {
+          "id": "metric-active-value",
+          "component": "TextContent",
+          "text": "1,247",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-active-detail",
+          "component": "TextContent",
+          "text": "↑ 12% vs last week · 89% of total enrolled",
+          "size": "small"
+        },
+        {
+          "id": "metric-completion",
+          "component": "Card",
+          "children": ["metric-completion-header", "metric-completion-value", "metric-completion-progress"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "metric-completion-header",
+          "component": "TextContent",
+          "text": "🎯 Course Completion Rate",
+          "size": "small-heavy"
+        },
+        {
+          "id": "metric-completion-value",
+          "component": "TextContent",
+          "text": "73.4%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-completion-progress",
+          "component": "Progress",
+          "value": 73.4,
+          "label": "Target: 80%"
+        },
+        {
+          "id": "metric-quiz",
+          "component": "Card",
+          "children": ["metric-quiz-header", "metric-quiz-value", "metric-quiz-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "metric-quiz-header",
+          "component": "TextContent",
+          "text": "📝 Average Quiz Score",
+          "size": "small-heavy"
+        },
+        {
+          "id": "metric-quiz-value",
+          "component": "TextContent",
+          "text": "81.6%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-quiz-detail",
+          "component": "TextContent",
+          "text": "↑ 3.2 pts from last month · 4,892 attempts",
+          "size": "small"
+        },
+        {
+          "id": "charts-section",
+          "component": "Card",
+          "children": ["engagement-card", "enrollment-card"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "children": ["engagement-header", "engagement-chart"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "engagement-header",
+          "component": "CardHeader",
+          "title": "Engagement Trend — Past 8 Weeks",
+          "subtitle": "Weekly active sessions, logins, and content interactions"
+        },
+        {
+          "id": "engagement-chart",
+          "component": "AreaChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"],
+          "series": ["series-sessions", "series-logins", "series-interactions"],
+          "xLabel": "Week",
+          "yLabel": "Count",
+          "variant": "natural"
+        },
+        {
+          "id": "series-sessions",
+          "component": "Series",
+          "category": "Active Sessions",
+          "values": [820, 940, 1010, 980, 1100, 1150, 1190, 1247]
+        },
+        {
+          "id": "series-logins",
+          "component": "Series",
+          "category": "Unique Logins",
+          "values": [610, 720, 780, 750, 860, 900, 930, 980]
+        },
+        {
+          "id": "series-interactions",
+          "component": "Series",
+          "category": "Content Interactions",
+          "values": [2400, 2800, 3100, 2950, 3400, 3600, 3750, 3980]
+        },
+        {
+          "id": "enrollment-card",
+          "component": "Card",
+          "children": ["enrollment-header", "enrollment-chart"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "enrollment-header",
+          "component": "CardHeader",
+          "title": "Courses Ranked by Enrollment",
+          "subtitle": "Top 6 courses by total active enrollments"
+        },
+        {
+          "id": "enrollment-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Python Fundamentals", "Data Analytics 101", "Leadership Essentials", "Cloud Architecture", "UX Design Basics", "Cybersecurity Aware."],
+          "series": ["enrollment-series"],
+          "xLabel": "Enrollments",
+          "variant": "grouped"
+        },
+        {
+          "id": "enrollment-series",
+          "component": "Series",
+          "category": "Enrolled Learners",
+          "values": [482, 391, 310, 275, 218, 164]
+        },
+        {
+          "id": "at-risk-section",
+          "component": "Card",
+          "children": ["at-risk-header", "at-risk-callout", "at-risk-table"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "at-risk-header",
+          "component": "CardHeader",
+          "title": "⚠️ Learners at Risk of Dropping Out",
+          "subtitle": "Flagged by low engagement, missed deadlines, or declining quiz scores"
+        },
+        {
+          "id": "at-risk-callout",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "23 learners flagged this week",
+          "description": "Risk factors include: no login in 7+ days, quiz score below 50%, or less than 50% course progress with deadline approaching."
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": ["col-name", "col-cohort", "col-risk", "col-last-active", "col-action"]
+        },
+        {
+          "id": "col-name",
+          "component": "Col",
+          "label": "Learner",
+          "data": ["Maria Santos", "James Okafor", "Priya Sharma", "Liam Chen", "Aisha Bello", "Tom Novak"],
+          "type": "string"
+        },
+        {
+          "id": "col-cohort",
+          "component": "Col",
+          "label": "Cohort",
+          "data": ["Q1 Onboarding", "Q2 Engineering", "Leadership Dev", "Q1 Onboarding", "Compliance", "Q2 Engineering"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk",
+          "component": "Col",
+          "label": "Risk Factor",
+          "data": ["No login 12 days", "Quiz avg 38%", "Progress stalled at 20%", "Missed 3 deadlines", "No login 9 days", "Score dropped 40%"],
+          "type": "string"
+        },
+        {
+          "id": "col-last-active",
+          "component": "Col",
+          "label": "Last Active",
+          "data": ["May 28", "Jun 1", "May 25", "Jun 3", "May 30", "Jun 2"],
+          "type": "string"
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "data": ["Nudge", "Nudge", "Mentor Assign", "Nudge", "Nudge", "Mentor Assign"],
+          "type": "action"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Active learners this week | Metric card showing **1,247** with trend |
+| 2 | Course completion rate | Metric card with **73.4%** + progress bar toward 80% target |
+| 3 | Average quiz score | Metric card showing **81.6%** with context |
+| 4 | Courses ranked by enrollment | **Horizontal bar chart** with top 6 courses |
+| 5 | Learners at risk | **Table** with names, risk factors, last activity, and actions |
+| 6 | Narrow to one cohort | **Select dropdown** with 5 cohort options |
+| 7 | Engagement over 8 weeks | **Area chart** with 3 series (sessions, logins, interactions) |
+| 8 | Message a cohort | **Dialog block** with a compose form (subject + body + send) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..ac88fdad2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,334 @@
+Here's your marketing manager's weekly dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Marketing Analytics"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "visitors-chart-card", "traffic-sources-card", "campaigns-card", "email-growth-card"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["dashboard-title", "header-controls"]
+        },
+        {
+          "id": "dashboard-title",
+          "component": "Heading",
+          "text": "📊 Marketing Dashboard",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["date-range-select", "export-button"]
+        },
+        {
+          "id": "date-range-select",
+          "component": "Select",
+          "name": "dateRange",
+          "placeholder": "Select date range",
+          "value": "last-30",
+          "size": "medium",
+          "items": ["date-opt-7", "date-opt-30", "date-opt-90", "date-opt-month"]
+        },
+        {
+          "id": "date-opt-7",
+          "component": "SelectItem",
+          "value": "last-7",
+          "label": "Last 7 days"
+        },
+        {
+          "id": "date-opt-30",
+          "component": "SelectItem",
+          "value": "last-30",
+          "label": "Last 30 days"
+        },
+        {
+          "id": "date-opt-90",
+          "component": "SelectItem",
+          "value": "last-90",
+          "label": "Last 90 days"
+        },
+        {
+          "id": "date-opt-month",
+          "component": "SelectItem",
+          "value": "this-month",
+          "label": "This month"
+        },
+        {
+          "id": "export-button",
+          "component": "Button",
+          "label": "⬇ Export Report",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["visitors-metric-card", "conversion-metric-card", "subscribers-metric-card"]
+        },
+        {
+          "id": "visitors-metric-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["visitors-metric-label", "visitors-metric-value"],
+          "weight": 1
+        },
+        {
+          "id": "visitors-metric-label",
+          "component": "Label",
+          "text": "Total Visitors (30 days)"
+        },
+        {
+          "id": "visitors-metric-value",
+          "component": "TextContent",
+          "text": "**128,450** ↑ 12.3% vs prev. period",
+          "size": "large"
+        },
+        {
+          "id": "conversion-metric-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["conversion-metric-label", "conversion-metric-value", "conversion-progress"],
+          "weight": 1
+        },
+        {
+          "id": "conversion-metric-label",
+          "component": "Label",
+          "text": "Conversion Rate"
+        },
+        {
+          "id": "conversion-metric-value",
+          "component": "TextContent",
+          "text": "**3.42%** ↑ 0.38pp vs prev. period",
+          "size": "large"
+        },
+        {
+          "id": "conversion-progress",
+          "component": "Progress",
+          "value": 3.42,
+          "label": "Target: 4.0%"
+        },
+        {
+          "id": "subscribers-metric-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["subscribers-metric-label", "subscribers-metric-value"],
+          "weight": 1
+        },
+        {
+          "id": "subscribers-metric-label",
+          "component": "Label",
+          "text": "New Email Subscribers (This Month)"
+        },
+        {
+          "id": "subscribers-metric-value",
+          "component": "TextContent",
+          "text": "**+2,847** ↑ 18.5% vs last month",
+          "size": "large"
+        },
+        {
+          "id": "visitors-chart-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["visitors-chart-header", "visitors-chart"]
+        },
+        {
+          "id": "visitors-chart-header",
+          "component": "CardHeader",
+          "title": "Site Visitors — Last 30 Days",
+          "subtitle": "Daily unique visitors trend"
+        },
+        {
+          "id": "visitors-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14","Jun 15","Jun 16","Jun 17","Jun 18","Jun 19","Jun 20","Jun 21","Jun 22","Jun 23","Jun 24","Jun 25","Jun 26","Jun 27","Jun 28","Jun 29","Jun 30"],
+          "series": ["visitors-series"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Visitors"
+        },
+        {
+          "id": "visitors-series",
+          "component": "Series",
+          "category": "Unique Visitors",
+          "values": [3820, 4100, 3950, 4300, 4650, 3200, 2900, 4100, 4400, 4550, 4700, 4350, 4800, 3100, 2850, 4200, 4600, 4750, 4900, 5100, 3400, 3050, 4500, 4800, 5000, 5200, 5350, 3600, 3200, 4900]
+        },
+        {
+          "id": "traffic-sources-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["traffic-header", "traffic-chart"]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "Top 5 Traffic Sources",
+          "subtitle": "Share of total sessions"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Organic Search", "Paid Social", "Direct", "Email", "Referral"],
+          "series": ["traffic-series"],
+          "variant": "grouped",
+          "xLabel": "Share (%)",
+          "yLabel": "Source"
+        },
+        {
+          "id": "traffic-series",
+          "component": "Series",
+          "category": "Traffic Share (%)",
+          "values": [38.2, 24.5, 18.1, 12.4, 6.8]
+        },
+        {
+          "id": "campaigns-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["campaigns-header", "best-campaign-callout", "campaigns-table"]
+        },
+        {
+          "id": "campaigns-header",
+          "component": "CardHeader",
+          "title": "Running Campaigns",
+          "subtitle": "Active campaigns with spend and performance"
+        },
+        {
+          "id": "best-campaign-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "🏆 Best Performing Campaign: Summer Sale Blitz",
+          "description": "ROAS 5.8x | CPA $4.20 | 1,240 conversions — Highest ROI across all active campaigns this period."
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["col-campaign", "col-channel", "col-spend", "col-conversions", "col-roas", "col-status"]
+        },
+        {
+          "id": "col-campaign",
+          "component": "Col",
+          "label": "Campaign",
+          "data": ["Summer Sale Blitz", "Brand Awareness Q3", "Retargeting — Cart Abandon", "Newsletter Signup Push", "Product Launch — Pro Tier"],
+          "type": "string"
+        },
+        {
+          "id": "col-channel",
+          "component": "Col",
+          "label": "Channel",
+          "data": ["Paid Social", "Display", "Paid Search", "Email", "Paid Social"],
+          "type": "string"
+        },
+        {
+          "id": "col-spend",
+          "component": "Col",
+          "label": "Spend",
+          "data": ["$12,400", "$8,750", "$6,200", "$1,850", "$9,300"],
+          "type": "string"
+        },
+        {
+          "id": "col-conversions",
+          "component": "Col",
+          "label": "Conversions",
+          "data": ["1,240", "430", "680", "520", "310"],
+          "type": "string"
+        },
+        {
+          "id": "col-roas",
+          "component": "Col",
+          "label": "ROAS",
+          "data": ["5.8x", "2.1x", "4.3x", "6.2x", "1.9x"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Active", "Active", "Active", "Active", "Active"],
+          "type": "string"
+        },
+        {
+          "id": "email-growth-card",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["email-header", "email-chart"]
+        },
+        {
+          "id": "email-header",
+          "component": "CardHeader",
+          "title": "Email Subscriber Growth — June 2025",
+          "subtitle": "Cumulative new subscribers this month"
+        },
+        {
+          "id": "email-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1","Jun 3","Jun 5","Jun 7","Jun 9","Jun 11","Jun 13","Jun 15","Jun 17","Jun 19","Jun 21","Jun 23","Jun 25","Jun 27","Jun 29"],
+          "series": ["email-series"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "New Subscribers"
+        },
+        {
+          "id": "email-series",
+          "component": "Series",
+          "category": "New Subscribers",
+          "values": [120, 285, 410, 580, 750, 940, 1100, 1290, 1480, 1690, 1920, 2130, 2380, 2610, 2847]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Site visitors (30 days) | AreaChart with daily data |
+| 2 | Conversion rate | Metric card with progress bar toward target |
+| 3 | Top 5 traffic sources + share | HorizontalBarChart with % labels |
+| 4 | Running campaigns + spend | Table with campaign, channel, spend, conversions, ROAS |
+| 5 | Best performing campaign | Green success Callout highlighting "Summer Sale Blitz" |
+| 6 | Change date range | Select dropdown (7d / 30d / 90d / this month) |
+| 7 | Email subscriber growth | LineChart showing cumulative June growth |
+| 8 | Export report | "Export Report" button in the header |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..3fd897a25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,79 @@
+
+
+Here's a complete single-screen weekly dashboard for a marketing manager. It covers all eight requirements: 30-day visitor trend, conversion rate, top-5 traffic source shares, running campaigns with spend, a callout for the best performer, a date-range control (preset selector + custom range picker), email subscriber growth for the month, and export actions.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-weekly-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-weekly-dashboard","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","controlsRow","bestCallout","kpiRow","visitorsCard","midRow","campaignsCard"]},
+
+{"id":"header","component":"CardHeader","title":"Marketing Weekly Dashboard","subtitle":"Performance overview · May 9 – Jun 7 · Updated today 9:00 AM"},
+
+{"id":"controlsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"end","justify":"between","wrap":true,"children":["dateRangeControl","customRangeControl","exportButtons"]},
+{"id":"dateRangeControl","component":"FormControl","label":"Date range","input":"dateRangeSelect"},
+{"id":"dateRangeSelect","component":"Select","name":"dateRange","value":"30d","items":["dr7","dr14","dr30","drMtd"]},
+{"id":"dr7","component":"SelectItem","value":"7d","label":"Last 7 days"},
+{"id":"dr14","component":"SelectItem","value":"14d","label":"Last 14 days"},
+{"id":"dr30","component":"SelectItem","value":"30d","label":"Last 30 days"},
+{"id":"drMtd","component":"SelectItem","value":"mtd","label":"This month"},
+{"id":"customRangeControl","component":"FormControl","label":"Custom range","input":"customRangePicker"},
+{"id":"customRangePicker","component":"DatePicker","name":"customRange","mode":"range","value":["2025-05-09","2025-06-07"]},
+{"id":"exportButtons","component":"Buttons","direction":"row","buttons":["exportPdf","exportCsv"]},
+{"id":"exportPdf","component":"Button","label":"Export PDF","variant":"primary","action":[{"event":"export","format":"pdf"}],"accessibility":{"label":"Export report as PDF","description":"Downloads the full dashboard report as a PDF file"}},
+{"id":"exportCsv","component":"Button","label":"Export CSV","variant":"secondary","action":[{"event":"export","format":"csv"}],"accessibility":{"label":"Export data as CSV","description":"Downloads the dashboard data as a CSV file"}},
+
+{"id":"bestCallout","component":"Callout","variant":"success","title":"🏆 Best performing campaign: Summer Sale Retargeting","description":"5.6x ROAS · 4.1% CTR · $12,400 spend → $69,440 attributed revenue. Recommendation: shift +20% budget from Brand Awareness Video."},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["kpiVisitors","kpiConversion","kpiSubs"]},
+{"id":"kpiVisitors","component":"Card","direction":"column","gap":"xs","weight":1,"children":["kpiVisitorsValue","kpiVisitorsLabel"]},
+{"id":"kpiVisitorsValue","component":"TextContent","text":"143,350","size":"large-heavy"},
+{"id":"kpiVisitorsLabel","component":"TextContent","text":"Site visitors · last 30 days · ▲ 12.4% vs prior period","size":"small"},
+{"id":"kpiConversion","component":"Card","direction":"column","gap":"xs","weight":1,"children":["kpiConversionValue","kpiConversionLabel"]},
+{"id":"kpiConversionValue","component":"TextContent","text":"3.42%","size":"large-heavy"},
+{"id":"kpiConversionLabel","component":"TextContent","text":"Conversion rate · target 3.0% · ▲ 0.4 pts vs prior period","size":"small"},
+{"id":"kpiSubs","component":"Card","direction":"column","gap":"xs","weight":1,"children":["kpiSubsValue","kpiSubsLabel"]},
+{"id":"kpiSubsValue","component":"TextContent","text":"+2,847","size":"large-heavy"},
+{"id":"kpiSubsLabel","component":"TextContent","text":"New email subscribers this month · ▲ 9.1% · list total 48,210","size":"small"},
+
+{"id":"visitorsCard","component":"Card","direction":"column","gap":"m","children":["visitorsHeader","visitorsChart"]},
+{"id":"visitorsHeader","component":"CardHeader","title":"Site Visitors","subtitle":"Daily unique visitors · last 30 days · 143,350 total"},
+{"id":"visitorsChart","component":"AreaChart","variant":"natural","xLabel":"Date","yLabel":"Visitors","labels":["May 9","May 10","May 11","May 12","May 13","May 14","May 15","May 16","May 17","May 18","May 19","May 20","May 21","May 22","May 23","May 24","May 25","May 26","May 27","May 28","May 29","May 30","May 31","Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7"],"series":["visitorsSeries"]},
+{"id":"visitorsSeries","component":"Series","category":"Visitors","values":[3850,4120,3980,4310,4520,4890,4610,4230,4050,4380,4720,5010,5240,4980,4560,4320,4650,4890,5120,5480,5210,4870,4590,4780,5060,5340,5690,5420,5110,5370]},
+
+{"id":"midRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["trafficCard","subsCard"]},
+{"id":"trafficCard","component":"Card","direction":"column","gap":"m","weight":1,"children":["trafficHeader","trafficPie","trafficNote"]},
+{"id":"trafficHeader","component":"CardHeader","title":"Top 5 Traffic Sources","subtitle":"Share of sessions · last 30 days"},
+{"id":"trafficPie","component":"PieChart","variant":"donut","labels":["Organic Search","Paid Search","Social Media","Direct","Email"],"values":[36,24,18,13,9]},
+{"id":"trafficNote","component":"TextContent","text":"Organic 36% · Paid Search 24% · Social 18% · Direct 13% · Email 9%","size":"small"},
+{"id":"subsCard","component":"Card","direction":"column","gap":"m","weight":1,"children":["subsHeader","subsChart","subsNote"]},
+{"id":"subsHeader","component":"CardHeader","title":"Email Subscriber Growth","subtitle":"June · new subscribers per week"},
+{"id":"subsChart","component":"BarChart","variant":"grouped","yLabel":"New subscribers","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subsSeries"]},
+{"id":"subsSeries","component":"Series","category":"New subscribers","values":[612,704,738,793]},
+{"id":"subsNote","component":"TextContent","text":"+2,847 new subscribers MTD · best week: Week 4 (+793)","size":"small"},
+
+{"id":"campaignsCard","component":"Card","direction":"column","gap":"m","children":["campaignsHeader","campaignsTable"]},
+{"id":"campaignsHeader","component":"CardHeader","title":"Running Campaigns","subtitle":"5 active campaigns · $35,250 total spend this month"},
+{"id":"campaignsTable","component":"Table","columns":["colCampaign","colChannel","colSpend","colRoas","colStatus"]},
+{"id":"colCampaign","component":"Col","label":"Campaign","type":"string","data":["Summer Sale Retargeting","Brand Awareness Video","Weekly Newsletter Push","Search – Generic Terms","Lookalike Prospecting"]},
+{"id":"colChannel","component":"Col","label":"Channel","type":"string","data":["Paid Social","YouTube","Email","Paid Search","Paid Social"]},
+{"id":"colSpend","component":"Col","label":"Spend (MTD)","type":"string","data":["$12,400","$9,800","$1,150","$7,300","$4,600"]},
+{"id":"colRoas","component":"Col","label":"ROAS","type":"string","data":["5.6x","1.9x","3.8x","3.1x","2.4x"]},
+{"id":"colStatus","component":"Col","label":"Status","type":"string","data":["Active","Active","Active","Active","Active"]}
+]}}
+</a2ui-json>
+
+**How each requirement is covered:**
+
+1. **Site visitors (30 days)** — area chart with daily uniques plus a 143,350 total KPI card
+2. **Conversion rate** — KPI card showing 3.42% vs. a 3.0% target
+3. **Top 5 traffic sources** — donut chart with each source's share, echoed as a text legend
+4. **Running campaigns + spend** — table with all 5 active campaigns, channel, and MTD spend
+5. **Best campaign callout** — green callout banner highlighting Summer Sale Retargeting with ROAS/CTR and a budget recommendation
+6. **Date range control** — preset dropdown (7/14/30 days, this month) plus a custom range picker
+7. **Email subscriber growth** — KPI card (+2,847 MTD) and weekly bar chart for June
+8. **Export** — Export PDF / Export CSV buttons in the header row
+
+Want me to wire the date-range selector to actually swap the chart data, or add drill-down views per campaign?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..0eae5769b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,369 @@
+
+
+Here's a complete marketing manager's weekly dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "marketing-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Marketing Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "marketing-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-row", "kpi-row", "charts-row", "campaigns-section", "best-campaign-callout"]
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["dashboard-title", "header-controls"]
+        },
+        {
+          "id": "dashboard-title",
+          "component": "Heading",
+          "text": "📊 Marketing Weekly Dashboard",
+          "level": "h2"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["date-range-control", "export-btn"]
+        },
+        {
+          "id": "date-range-control",
+          "component": "Select",
+          "name": "dateRange",
+          "placeholder": "Select date range",
+          "value": "last-30",
+          "size": "medium",
+          "items": ["dr-7", "dr-14", "dr-30", "dr-90"]
+        },
+        {
+          "id": "dr-7",
+          "component": "SelectItem",
+          "value": "last-7",
+          "label": "Last 7 days"
+        },
+        {
+          "id": "dr-14",
+          "component": "SelectItem",
+          "value": "last-14",
+          "label": "Last 14 days"
+        },
+        {
+          "id": "dr-30",
+          "component": "SelectItem",
+          "value": "last-30",
+          "label": "Last 30 days"
+        },
+        {
+          "id": "dr-90",
+          "component": "SelectItem",
+          "value": "last-90",
+          "label": "Last 90 days"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "⬇ Export Report",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "export", "format": "pdf"}]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["visitors-card", "conversion-card"]
+        },
+        {
+          "id": "visitors-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["visitors-header", "visitors-chart"]
+        },
+        {
+          "id": "visitors-header",
+          "component": "CardHeader",
+          "title": "Site Visitors",
+          "subtitle": "Last 30 days · 128,450 total"
+        },
+        {
+          "id": "visitors-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28"],
+          "series": ["visitors-series"],
+          "xLabel": "Date",
+          "yLabel": "Visitors",
+          "variant": "natural"
+        },
+        {
+          "id": "visitors-series",
+          "component": "Series",
+          "category": "Daily Visitors",
+          "values": [3820, 4150, 3980, 4520, 4890, 4310, 4650, 5120, 4780, 5230]
+        },
+        {
+          "id": "conversion-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["conversion-header", "conversion-value", "conversion-trend", "conversion-breakdown"]
+        },
+        {
+          "id": "conversion-header",
+          "component": "CardHeader",
+          "title": "Conversion Rate",
+          "subtitle": "Goal: 4.0%"
+        },
+        {
+          "id": "conversion-value",
+          "component": "TextContent",
+          "text": "## 4.7%\n↑ 0.4% vs previous period",
+          "size": "large"
+        },
+        {
+          "id": "conversion-trend",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% toward quarterly goal"
+        },
+        {
+          "id": "conversion-breakdown",
+          "component": "Table",
+          "columns": ["conv-stage", "conv-rate"]
+        },
+        {
+          "id": "conv-stage",
+          "component": "Col",
+          "label": "Stage",
+          "data": ["Visit → Signup", "Signup → Trial", "Trial → Paid"]
+        },
+        {
+          "id": "conv-rate",
+          "component": "Col",
+          "label": "Rate",
+          "data": ["12.3%", "38.1%", "4.7%"]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["traffic-card", "email-card"]
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["traffic-header", "traffic-chart", "traffic-table"]
+        },
+        {
+          "id": "traffic-header",
+          "component": "CardHeader",
+          "title": "Top 5 Traffic Sources",
+          "subtitle": "Share of total sessions"
+        },
+        {
+          "id": "traffic-chart",
+          "component": "PieChart",
+          "labels": ["Organic Search", "Paid Ads", "Social Media", "Email", "Direct"],
+          "values": [35, 25, 18, 12, 10],
+          "variant": "donut"
+        },
+        {
+          "id": "traffic-table",
+          "component": "Table",
+          "columns": ["traffic-source", "traffic-share", "traffic-sessions"]
+        },
+        {
+          "id": "traffic-source",
+          "component": "Col",
+          "label": "Source",
+          "data": ["Organic Search", "Paid Ads", "Social Media", "Email", "Direct"]
+        },
+        {
+          "id": "traffic-share",
+          "component": "Col",
+          "label": "Share",
+          "data": ["35%", "25%", "18%", "12%", "10%"]
+        },
+        {
+          "id": "traffic-sessions",
+          "component": "Col",
+          "label": "Sessions",
+          "data": ["44,958", "32,113", "23,121", "15,414", "12,845"]
+        },
+        {
+          "id": "email-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["email-header", "email-chart", "email-stats"]
+        },
+        {
+          "id": "email-header",
+          "component": "CardHeader",
+          "title": "Email Subscriber Growth",
+          "subtitle": "June 2025"
+        },
+        {
+          "id": "email-chart",
+          "component": "LineChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["email-new-series", "email-total-series"],
+          "variant": "natural",
+          "yLabel": "Subscribers"
+        },
+        {
+          "id": "email-new-series",
+          "component": "Series",
+          "category": "New Subscribers",
+          "values": [420, 510, 480, 630]
+        },
+        {
+          "id": "email-total-series",
+          "component": "Series",
+          "category": "Total List Size",
+          "values": [24200, 24710, 25190, 25820]
+        },
+        {
+          "id": "email-stats",
+          "component": "Table",
+          "columns": ["email-metric", "email-value"]
+        },
+        {
+          "id": "email-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["New this month", "Growth rate", "Unsubscribes", "Net gain"]
+        },
+        {
+          "id": "email-value",
+          "component": "Col",
+          "label": "Value",
+          "data": ["+2,040", "+8.4%", "185", "+1,855"]
+        },
+        {
+          "id": "campaigns-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["campaigns-header", "campaigns-table"]
+        },
+        {
+          "id": "campaigns-header",
+          "component": "CardHeader",
+          "title": "Running Campaigns",
+          "subtitle": "5 active · $42,300 total spend this month"
+        },
+        {
+          "id": "campaigns-table",
+          "component": "Table",
+          "columns": ["camp-name", "camp-channel", "camp-spend", "camp-impressions", "camp-clicks", "camp-conversions", "camp-roas"]
+        },
+        {
+          "id": "camp-name",
+          "component": "Col",
+          "label": "Campaign",
+          "data": ["Summer Sale Blitz", "Brand Awareness Q3", "Retargeting – Cart", "Newsletter Push", "Influencer Collab"]
+        },
+        {
+          "id": "camp-channel",
+          "component": "Col",
+          "label": "Channel",
+          "data": ["Paid Search", "Display", "Paid Social", "Email", "Instagram"]
+        },
+        {
+          "id": "camp-spend",
+          "component": "Col",
+          "label": "Spend",
+          "data": ["$14,200", "$9,800", "$7,500", "$1,200", "$9,600"]
+        },
+        {
+          "id": "camp-impressions",
+          "component": "Col",
+          "label": "Impressions",
+          "data": ["520K", "1.2M", "310K", "48K", "890K"]
+        },
+        {
+          "id": "camp-clicks",
+          "component": "Col",
+          "label": "Clicks",
+          "data": ["18,400", "9,200", "12,100", "3,800", "22,500"]
+        },
+        {
+          "id": "camp-conversions",
+          "component": "Col",
+          "label": "Conversions",
+          "data": ["1,240", "310", "890", "420", "1,580"]
+        },
+        {
+          "id": "camp-roas",
+          "component": "Col",
+          "label": "ROAS",
+          "data": ["4.2x", "1.1x", "5.6x", "8.3x", "6.1x"]
+        },
+        {
+          "id": "best-campaign-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "🏆 Best Performing Campaign: Newsletter Push",
+          "description": "ROAS of 8.3x with only $1,200 spend — highest efficiency across all active campaigns. 420 conversions at a CPA of $2.86. Consider scaling budget allocation."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Site visitors (30 days) | **AreaChart** with daily trend |
+| 2 | Conversion rate | **KPI card** with 4.7%, progress bar, and funnel breakdown |
+| 3 | Top 5 traffic sources | **Donut PieChart** + detail table with share % |
+| 4 | Running campaigns + spend | **Table** with 5 campaigns, spend, and performance metrics |
+| 5 | Best campaign callout | **Success Callout** highlighting "Newsletter Push" at 8.3x ROAS |
+| 6 | Date range selector | **Select dropdown** (7/14/30/90 days) in the header |
+| 7 | Email subscriber growth | **LineChart** showing weekly new + total, plus stats table |
+| 8 | Export report | **Button** ("⬇ Export Report") in the header |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..b00f4fe86
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,299 @@
+
+
+Here's a single-screen weekly marketing dashboard covering all eight items: a 30-day visitors trend chart, conversion rate KPI, top-5 traffic sources with shares, running campaigns with spend, a callout for the best campaign, date-range controls, email subscriber growth, and export buttons.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "marketing-weekly-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "marketing-weekly-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": ["header", "toolbar", "kpiRow", "visitorsCard", "midRow", "bestCallout"]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Marketing Weekly Dashboard",
+        "subtitle": "Weekly snapshot · Apr 14 – May 13, 2025 · All channels"
+      },
+      {
+        "id": "toolbar",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "justify": "between",
+        "align": "end",
+        "children": ["dateCard", "exportButtons"]
+      },
+      {
+        "id": "dateCard",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": ["fcPreset", "fcCustom"]
+      },
+      {
+        "id": "fcPreset",
+        "component": "FormControl",
+        "label": "Date range",
+        "hint": "Quick presets",
+        "input": "presetSelect"
+      },
+      {
+        "id": "presetSelect",
+        "component": "Select",
+        "name": "dateRangePreset",
+        "value": "last30",
+        "items": ["opt7d", "opt30d", "optQtd", "opt90d"]
+      },
+      { "id": "opt7d", "component": "SelectItem", "value": "last7", "label": "Last 7 days" },
+      { "id": "opt30d", "component": "SelectItem", "value": "last30", "label": "Last 30 days" },
+      { "id": "optQtd", "component": "SelectItem", "value": "qtd", "label": "Quarter to date" },
+      { "id": "opt90d", "component": "SelectItem", "value": "last90", "label": "Last 90 days" },
+      {
+        "id": "fcCustom",
+        "component": "FormControl",
+        "label": "Custom range",
+        "input": "datePicker"
+      },
+      {
+        "id": "datePicker",
+        "component": "DatePicker",
+        "name": "customRange",
+        "mode": "range",
+        "value": ["2025-04-14", "2025-05-13"]
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": ["btnPdf", "btnCsv"]
+      },
+      {
+        "id": "btnPdf",
+        "component": "Button",
+        "label": "Export PDF",
+        "variant": "primary",
+        "action": [{ "type": "export", "format": "pdf" }]
+      },
+      {
+        "id": "btnCsv",
+        "component": "Button",
+        "label": "Export CSV",
+        "variant": "secondary",
+        "action": [{ "type": "export", "format": "csv" }]
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["kpiVisitors", "kpiConversion", "kpiEmail"]
+      },
+      {
+        "id": "kpiVisitors",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["kvLabel", "kvValue", "kvDelta"]
+      },
+      { "id": "kvLabel", "component": "TextContent", "text": "Site visitors · last 30 days", "size": "small" },
+      { "id": "kvValue", "component": "TextContent", "text": "143,985", "size": "large-heavy" },
+      { "id": "kvDelta", "component": "Tag", "text": "+12.4% vs prior period", "variant": "success", "size": "sm" },
+      {
+        "id": "kpiConversion",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["kcLabel", "kcValue", "kcDelta"]
+      },
+      { "id": "kcLabel", "component": "TextContent", "text": "Conversion rate", "size": "small" },
+      { "id": "kcValue", "component": "TextContent", "text": "3.8%", "size": "large-heavy" },
+      { "id": "kcDelta", "component": "Tag", "text": "+0.4 pts vs prior period", "variant": "success", "size": "sm" },
+      {
+        "id": "kpiEmail",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": ["keLabel", "keValue", "keGoal"]
+      },
+      { "id": "keLabel", "component": "TextContent", "text": "Email subscriber growth · May", "size": "small" },
+      { "id": "keValue", "component": "TextContent", "text": "+1,284", "size": "large-heavy" },
+      { "id": "keGoal", "component": "Progress", "value": 64, "label": "64% of 2,000 monthly goal" },
+      {
+        "id": "visitorsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["visitorsHeader", "visitorsChart"]
+      },
+      {
+        "id": "visitorsHeader",
+        "component": "CardHeader",
+        "title": "Site visitors — last 30 days",
+        "subtitle": "Daily unique visitors, Apr 14 – May 13"
+      },
+      {
+        "id": "visitorsChart",
+        "component": "AreaChart",
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Visitors",
+        "labels": ["Apr 14","Apr 15","Apr 16","Apr 17","Apr 18","Apr 19","Apr 20","Apr 21","Apr 22","Apr 23","Apr 24","Apr 25","Apr 26","Apr 27","Apr 28","Apr 29","Apr 30","May 1","May 2","May 3","May 4","May 5","May 6","May 7","May 8","May 9","May 10","May 11","May 12","May 13"],
+        "series": ["visitorsSeries"]
+      },
+      {
+        "id": "visitorsSeries",
+        "component": "Series",
+        "category": "Visitors",
+        "values": [3820,4105,3960,4230,4510,3480,3320,4610,4780,4550,4890,5120,3980,3720,5040,5260,4980,5340,5510,4230,4010,5620,5480,5730,5910,4650,4420,6080,6240,6410]
+      },
+      {
+        "id": "midRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["trafficCard", "campaignsCard"]
+      },
+      {
+        "id": "trafficCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 2,
+        "children": ["trafficHeader", "trafficChart", "trafficTable"]
+      },
+      {
+        "id": "trafficHeader",
+        "component": "CardHeader",
+        "title": "Top 5 traffic sources",
+        "subtitle": "Share of sessions · last 30 days"
+      },
+      {
+        "id": "trafficChart",
+        "component": "PieChart",
+        "variant": "donut",
+        "labels": ["Organic Search", "Paid Social", "Direct", "Email", "Referral"],
+        "values": [38, 22, 16, 14, 10]
+      },
+      {
+        "id": "trafficTable",
+        "component": "Table",
+        "columns": ["colSource", "colShare", "colSrcVisitors"]
+      },
+      {
+        "id": "colSource",
+        "component": "Col",
+        "label": "Source",
+        "type": "string",
+        "data": ["Organic Search", "Paid Social", "Direct", "Email", "Referral"]
+      },
+      {
+        "id": "colShare",
+        "component": "Col",
+        "label": "Share",
+        "type": "string",
+        "data": ["38%", "22%", "16%", "14%", "10%"]
+      },
+      {
+        "id": "colSrcVisitors",
+        "component": "Col",
+        "label": "Visitors",
+        "type": "number",
+        "data": [54714, 31677, 23038, 20158, 14399]
+      },
+      {
+        "id": "campaignsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 3,
+        "children": ["campaignsHeader", "campaignsTable"]
+      },
+      {
+        "id": "campaignsHeader",
+        "component": "CardHeader",
+        "title": "Running campaigns",
+        "subtitle": "5 active · $33,500 total spend"
+      },
+      {
+        "id": "campaignsTable",
+        "component": "Table",
+        "columns": ["colCampaign", "colChannel", "colSpend", "colConv"]
+      },
+      {
+        "id": "colCampaign",
+        "component": "Col",
+        "label": "Campaign",
+        "type": "string",
+        "data": ["Spring Sale", "Retargeting Q2", "Brand Awareness Video", "Newsletter Promo", "Influencer Collab"]
+      },
+      {
+        "id": "colChannel",
+        "component": "Col",
+        "label": "Channel",
+        "type": "string",
+        "data": ["Paid Search", "Paid Social", "YouTube", "Email", "Social"]
+      },
+      {
+        "id": "colSpend",
+        "component": "Col",
+        "label": "Spend",
+        "type": "string",
+        "data": ["$12,400", "$8,150", "$6,300", "$1,900", "$4,750"]
+      },
+      {
+        "id": "colConv",
+        "component": "Col",
+        "label": "Conversions",
+        "type": "number",
+        "data": [620, 410, 180, 350, 290]
+      },
+      {
+        "id": "bestCallout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Best performing campaign: Spring Sale",
+        "description": "620 conversions on $12,400 spend — CPA $20.00 and 4.9x ROAS, the strongest return of all five active campaigns this period."
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+How each requirement is covered:
+1. **Site visitors (30 days)** — area chart with daily trend plus the 143,985 total KPI
+2. **Conversion rate** — 3.8% KPI card with period-over-period delta
+3. **Top 5 traffic sources** — donut chart plus a table with exact share and visitor counts
+4. **Running campaigns** — table of 5 active campaigns with channel, spend, and conversions
+5. **Best campaign callout** — green callout banner highlighting Spring Sale
+6. **Date range control** — preset dropdown (7/30/90 days, QTD) and a custom range date picker
+7. **Email subscriber growth** — +1,284 this month with progress toward the 2,000 goal
+8. **Export** — primary "Export PDF" and secondary "Export CSV" buttons in the toolbar
+
+Want me to wire the date-range controls to actually re-filter the charts, or add a budget-pacing view for the campaigns?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..1ccf42ae6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r1.txt
@@ -0,0 +1,301 @@
+Here's your e-commerce operations dashboard covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecommerce-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Ops Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecommerce-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "filters-row", "orders-section", "chart-section"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "E-Commerce Operations Desk",
+          "subtitle": "Live overview for today's operations"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-orders-label", "kpi-orders-value"]
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "text": "Orders Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "TextContent",
+          "text": "**142**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "TextContent",
+          "text": "**$18,430**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-aov-label", "kpi-aov-value"]
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "text": "Avg Order Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "TextContent",
+          "text": "**$129.79**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-refund-label", "kpi-refund-value"]
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "text": "Refund Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "TextContent",
+          "text": "**3.2%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "filters-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["filter-status-form", "filter-search-form"]
+        },
+        {
+          "id": "filter-status-form",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "filter-status-select"
+        },
+        {
+          "id": "filter-status-select",
+          "component": "Select",
+          "name": "status_filter",
+          "placeholder": "All statuses",
+          "items": ["status-all", "status-pending", "status-processing", "status-shipped", "status-delivered", "status-refunded"]
+        },
+        {
+          "id": "status-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Statuses"
+        },
+        {
+          "id": "status-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "status-processing",
+          "component": "SelectItem",
+          "value": "processing",
+          "label": "Processing"
+        },
+        {
+          "id": "status-shipped",
+          "component": "SelectItem",
+          "value": "shipped",
+          "label": "Shipped"
+        },
+        {
+          "id": "status-delivered",
+          "component": "SelectItem",
+          "value": "delivered",
+          "label": "Delivered"
+        },
+        {
+          "id": "status-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "filter-search-form",
+          "component": "FormControl",
+          "label": "Search Customer",
+          "input": "filter-search-input"
+        },
+        {
+          "id": "filter-search-input",
+          "component": "Input",
+          "name": "customer_search",
+          "placeholder": "Type customer name…",
+          "type": "text"
+        },
+        {
+          "id": "orders-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["orders-title", "orders-table"]
+        },
+        {
+          "id": "orders-title",
+          "component": "Heading",
+          "text": "Recent Orders",
+          "level": "h3"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["ORD-7841", "ORD-7840", "ORD-7839", "ORD-7838", "ORD-7837", "ORD-7836", "ORD-7835", "ORD-7834"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Alice Nguyen", "Marcus Chen", "Sofia Reyes", "James O'Brien", "Priya Sharma", "Liam Walker", "Emma Davis", "Noah Kim"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$214.50", "$89.99", "$152.00", "$67.25", "$310.00", "$45.80", "$128.90", "$198.75"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Processing", "Pending", "Shipped", "Delivered", "Processing", "Pending", "Refunded", "Shipped"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Fulfill",
+          "type": "action",
+          "data": ["Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled"]
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["chart-title", "volume-chart"]
+        },
+        {
+          "id": "chart-title",
+          "component": "Heading",
+          "text": "Order Volume — Past 4 Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1 (May 5–11)", "Week 2 (May 12–18)", "Week 3 (May 19–25)", "Week 4 (May 26–Jun 1)"],
+          "series": ["volume-series"],
+          "xLabel": "Week",
+          "yLabel": "Orders"
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Orders Placed",
+          "values": [874, 932, 1015, 968]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Orders placed today | KPI card → **142** |
+| 2 | Revenue today | KPI card → **$18,430** |
+| 3 | Average order value | KPI card → **$129.79** |
+| 4 | Recent orders table | Table with Order ID, Customer, Total, Status columns |
+| 5 | Narrow by status | Dropdown filter (All / Pending / Processing / Shipped / Delivered / Refunded) |
+| 6 | Search by customer | Text input for customer name lookup |
+| 7 | Refund rate this month | KPI card → **3.2%** |
+| 8 | Order volume (4 weeks) | Bar chart with weekly totals |
+| 9 | Mark order fulfilled | "Mark Fulfilled" action column in the table |
+
+The dashboard is laid out top-to-bottom: KPIs at a glance → filters → actionable orders table → trend chart. Let me know if you'd like to adjust the data, add pagination, or wire up any interactions further.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..2490cf518
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r2.txt
@@ -0,0 +1,297 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecom-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Ops Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecom-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "kpi-row", "chart-card", "filters-row", "orders-card"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "E-Commerce Operations Desk",
+          "subtitle": "Live overview — updated moments ago"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"]
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-orders-label", "kpi-orders-value"]
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "text": "Orders Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "TextContent",
+          "text": "**1,284**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "TextContent",
+          "text": "**$96,320**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-aov-label", "kpi-aov-value"]
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "text": "Avg Order Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "TextContent",
+          "text": "**$75.02**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-refund-label", "kpi-refund-value"]
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "text": "Refund Rate (This Month)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "TextContent",
+          "text": "**3.2%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["chart-title", "volume-chart"]
+        },
+        {
+          "id": "chart-title",
+          "component": "TextContent",
+          "text": "Order Volume — Past 4 Weeks",
+          "size": "default"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["Week 1 (Jun 2–8)", "Week 2 (Jun 9–15)", "Week 3 (Jun 16–22)", "Week 4 (Jun 23–29)"],
+          "series": ["volume-series"],
+          "yLabel": "Orders"
+        },
+        {
+          "id": "volume-series",
+          "component": "Series",
+          "category": "Orders Placed",
+          "values": [8420, 9135, 8760, 9310]
+        },
+        {
+          "id": "filters-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "children": ["status-filter-ctrl", "search-ctrl"]
+        },
+        {
+          "id": "status-filter-ctrl",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "status-select"
+        },
+        {
+          "id": "status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": ["opt-all", "opt-pending", "opt-processing", "opt-shipped", "opt-delivered", "opt-refunded"]
+        },
+        {
+          "id": "opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All"
+        },
+        {
+          "id": "opt-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "opt-processing",
+          "component": "SelectItem",
+          "value": "processing",
+          "label": "Processing"
+        },
+        {
+          "id": "opt-shipped",
+          "component": "SelectItem",
+          "value": "shipped",
+          "label": "Shipped"
+        },
+        {
+          "id": "opt-delivered",
+          "component": "SelectItem",
+          "value": "delivered",
+          "label": "Delivered"
+        },
+        {
+          "id": "opt-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "search-ctrl",
+          "component": "FormControl",
+          "label": "Search Customer",
+          "input": "search-input"
+        },
+        {
+          "id": "search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "placeholder": "Type a customer name…",
+          "type": "text"
+        },
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["orders-title", "orders-table"]
+        },
+        {
+          "id": "orders-title",
+          "component": "TextContent",
+          "text": "Recent Orders",
+          "size": "default"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "type": "string",
+          "data": ["ORD-7841", "ORD-7840", "ORD-7839", "ORD-7838", "ORD-7837", "ORD-7836", "ORD-7835", "ORD-7834"]
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "type": "string",
+          "data": ["Alice Nguyen", "Marcus Webb", "Priya Sharma", "Jonah Kim", "Elena Vasquez", "Tom Okafor", "Sara Lindgren", "David Chen"]
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "type": "string",
+          "data": ["$124.99", "$89.50", "$210.00", "$45.75", "$67.20", "$152.30", "$98.00", "$73.45"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Pending", "Processing", "Shipped", "Delivered", "Pending", "Shipped", "Delivered", "Refunded"]
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "type": "action",
+          "data": ["Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **E-Commerce Operations Desk** — a single-screen dashboard covering all nine requirements:
+
+| # | Requirement | Where it lives |
+|---|---|---|
+| 1 | Orders placed today | KPI card → **1,284** |
+| 2 | Revenue today | KPI card → **$96,320** |
+| 3 | Average order value | KPI card → **$75.02** |
+| 4 | Recent orders table | Table with Order ID, Customer, Total, Status |
+| 5 | Narrow by status | "Filter by Status" dropdown (All / Pending / Processing / Shipped / Delivered / Refunded) |
+| 6 | Search by customer | Text input beside the filter |
+| 7 | Refund rate this month | KPI card → **3.2%** |
+| 8 | Order volume (4 weeks) | Grouped bar chart with weekly totals |
+| 9 | Mark an order fulfilled | "Mark Fulfilled" action column on every row |
+
+The layout flows top-to-bottom: headline metrics → trend chart → filters → actionable order table, giving ops staff a quick scan path from high-level health down to individual order actions.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..9a389c504
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r3.txt
@@ -0,0 +1,256 @@
+
+
+Here's a single-screen e-commerce operations desk covering all nine requirements: three daily KPIs (1–3), a recent orders table (4), status tabs to narrow down (5), a customer-name search form (6), the monthly refund-rate KPI (7), a four-week volume bar chart (8), and a fulfill-order form listing pending orders (9).
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecom-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0F766E" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecom-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["pageHeader", "kpiRow", "volumeCard", "consoleCard"]
+        },
+        {
+          "id": "pageHeader",
+          "component": "CardHeader",
+          "title": "E-commerce Operations Desk",
+          "subtitle": "Today at a glance · All times local"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "wrap": true,
+          "children": ["kpiOrders", "kpiRevenue", "kpiAov", "kpiRefundRate"]
+        },
+        {
+          "id": "kpiOrders",
+          "component": "Card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiOrdersLabel", "kpiOrdersValue", "kpiOrdersNote"]
+        },
+        { "id": "kpiOrdersLabel", "component": "TextContent", "size": "small", "text": "Orders today" },
+        { "id": "kpiOrdersValue", "component": "TextContent", "size": "large-heavy", "text": "38" },
+        { "id": "kpiOrdersNote", "component": "TextContent", "size": "small", "text": "+12% vs yesterday" },
+        {
+          "id": "kpiRevenue",
+          "component": "Card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiRevenueLabel", "kpiRevenueValue", "kpiRevenueNote"]
+        },
+        { "id": "kpiRevenueLabel", "component": "TextContent", "size": "small", "text": "Revenue today" },
+        { "id": "kpiRevenueValue", "component": "TextContent", "size": "large-heavy", "text": "$4,816.20" },
+        { "id": "kpiRevenueNote", "component": "TextContent", "size": "small", "text": "+8.4% vs yesterday" },
+        {
+          "id": "kpiAov",
+          "component": "Card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiAovLabel", "kpiAovValue", "kpiAovNote"]
+        },
+        { "id": "kpiAovLabel", "component": "TextContent", "size": "small", "text": "Average order value" },
+        { "id": "kpiAovValue", "component": "TextContent", "size": "large-heavy", "text": "$126.74" },
+        { "id": "kpiAovNote", "component": "TextContent", "size": "small", "text": "−3.1% vs yesterday" },
+        {
+          "id": "kpiRefundRate",
+          "component": "Card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiRefundLabel", "kpiRefundValue", "kpiRefundNote"]
+        },
+        { "id": "kpiRefundLabel", "component": "TextContent", "size": "small", "text": "Refund rate · this month" },
+        { "id": "kpiRefundValue", "component": "TextContent", "size": "large-heavy", "text": "2.4%" },
+        { "id": "kpiRefundNote", "component": "TextContent", "size": "small", "text": "31 refunds · 1,286 orders" },
+        {
+          "id": "volumeCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["volumeHeader", "volumeChart", "volSeries"]
+        },
+        {
+          "id": "volumeHeader",
+          "component": "CardHeader",
+          "title": "Order volume · past 4 weeks",
+          "subtitle": "Total orders placed per week"
+        },
+        {
+          "id": "volumeChart",
+          "component": "BarChart",
+          "labels": ["Week −3", "Week −2", "Week −1", "This week"],
+          "series": ["volSeries"],
+          "xLabel": "Week",
+          "yLabel": "Orders"
+        },
+        {
+          "id": "volSeries",
+          "component": "Series",
+          "category": "Orders placed",
+          "values": [214, 246, 238, 268]
+        },
+        {
+          "id": "consoleCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["consoleHeader", "filtersRow", "tabs"]
+        },
+        {
+          "id": "consoleHeader",
+          "component": "CardHeader",
+          "title": "Recent orders",
+          "subtitle": "Narrow by status with the tabs, search by customer name, or mark a pending order fulfilled"
+        },
+        {
+          "id": "filtersRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch",
+          "wrap": true,
+          "children": ["searchForm", "fulfillForm"]
+        },
+        {
+          "id": "searchForm",
+          "component": "Form",
+          "name": "customer-search",
+          "fields": ["searchField"],
+          "buttons": "searchButtons"
+        },
+        {
+          "id": "searchField",
+          "component": "FormControl",
+          "label": "Search by customer name",
+          "input": "searchInput",
+          "hint": "Matches against customer names in recent orders"
+        },
+        {
+          "id": "searchInput",
+          "component": "Input",
+          "name": "customerQuery",
+          "type": "text",
+          "placeholder": "e.g. Maya Chen",
+          "accessibility": { "label": "Customer name search" }
+        },
+        { "id": "searchButtons", "component": "Buttons", "buttons": ["searchBtn"] },
+        {
+          "id": "searchBtn",
+          "component": "Button",
+          "label": "Search",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{ "event": { "name": "search_customer" } }],
+          "accessibility": { "label": "Search orders", "description": "Filters recent orders by the entered customer name" }
+        },
+        {
+          "id": "fulfillForm",
+          "component": "Form",
+          "name": "fulfill-order",
+          "fields": ["fulfillField"],
+          "buttons": "fulfillButtons"
+        },
+        {
+          "id": "fulfillField",
+          "component": "FormControl",
+          "label": "Mark an order fulfilled",
+          "input": "fulfillSelect",
+          "hint": "Pending orders only"
+        },
+        {
+          "id": "fulfillSelect",
+          "component": "Select",
+          "name": "orderId",
+          "placeholder": "Select a pending order",
+          "items": ["pendOpt1", "pendOpt2"],
+          "accessibility": { "label": "Order to fulfill" }
+        },
+        { "id": "pendOpt1", "component": "SelectItem", "value": "10240", "label": "#10240 · Liam O'Connor · $96.00" },
+        { "id": "pendOpt2", "component": "SelectItem", "value": "10238", "label": "#10238 · Noah Kim · $58.30" },
+        { "id": "fulfillButtons", "component": "Buttons", "buttons": ["fulfillBtn"] },
+        {
+          "id": "fulfillBtn",
+          "component": "Button",
+          "label": "Mark fulfilled",
+          "variant": "primary",
+          "size": "small",
+          "action": [{ "event": { "name": "mark_order_fulfilled" } }],
+          "accessibility": { "label": "Mark order fulfilled", "description": "Sets the selected pending order to fulfilled" }
+        },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tabAll", "tabPending", "tabShipped", "tabDelivered", "tabRefunded"]
+        },
+        { "id": "tabAll", "component": "TabItem", "value": "all", "trigger": "All (8)", "content": ["tableAll"] },
+        {
+          "id": "tableAll",
+          "component": "Table",
+          "columns": ["colAllId", "colAllCustomer", "colAllTotal", "colAllStatus"]
+        },
+        { "id": "colAllId", "component": "Col", "type": "string", "label": "Order ID", "data": ["#10241", "#10240", "#10239", "#10238", "#10237", "#10236", "#10235", "#10234"] },
+        { "id": "colAllCustomer", "component": "Col", "type": "string", "label": "Customer", "data": ["Maya Chen", "Liam O'Connor", "Ava Patel", "Noah Kim", "Sofia Reyes", "Ethan Brooks", "Zoe Müller", "Daniel Osei"] },
+        { "id": "colAllTotal", "component": "Col", "type": "string", "label": "Total", "data": ["$182.50", "$96.00", "$247.90", "$58.30", "$315.00", "$74.99", "$129.00", "$204.75"] },
+        { "id": "colAllStatus", "component": "Col", "type": "string", "label": "Status", "data": ["Shipped", "Pending", "Delivered", "Pending", "Shipped", "Refunded", "Delivered", "Shipped"] },
+        { "id": "tabPending", "component": "TabItem", "value": "pending", "trigger": "Pending (2)", "content": ["tablePending"] },
+        { "id": "tablePending", "component": "Table", "columns": ["colPendingId", "colPendingCustomer", "colPendingTotal"] },
+        { "id": "colPendingId", "component": "Col", "type": "string", "label": "Order ID", "data": ["#10240", "#10238"] },
+        { "id": "colPendingCustomer", "component": "Col", "type": "string", "label": "Customer", "data": ["Liam O'Connor", "Noah Kim"] },
+        { "id": "colPendingTotal", "component": "Col", "type": "string", "label": "Total", "data": ["$96.00", "$58.30"] },
+        { "id": "tabShipped", "component": "TabItem", "value": "shipped", "trigger": "Shipped (3)", "content": ["tableShipped"] },
+        { "id": "tableShipped", "component": "Table", "columns": ["colShippedId", "colShippedCustomer", "colShippedTotal"] },
+        { "id": "colShippedId", "component": "Col", "type": "string", "label": "Order ID", "data": ["#10241", "#10237", "#10234"] },
+        { "id": "colShippedCustomer", "component": "Col", "type": "string", "label": "Customer", "data": ["Maya Chen", "Sofia Reyes", "Daniel Osei"] },
+        { "id": "colShippedTotal", "component": "Col", "type": "string", "label": "Total", "data": ["$182.50", "$315.00", "$204.75"] },
+        { "id": "tabDelivered", "component": "TabItem", "value": "delivered", "trigger": "Delivered (2)", "content": ["tableDelivered"] },
+        { "id": "tableDelivered", "component": "Table", "columns": ["colDeliveredId", "colDeliveredCustomer", "colDeliveredTotal"] },
+        { "id": "colDeliveredId", "component": "Col", "type": "string", "label": "Order ID", "data": ["#10239", "#10235"] },
+        { "id": "colDeliveredCustomer", "component": "Col", "type": "string", "label": "Customer", "data": ["Ava Patel", "Zoe Müller"] },
+        { "id": "colDeliveredTotal", "component": "Col", "type": "string", "label": "Total", "data": ["$247.90", "$129.00"] },
+        { "id": "tabRefunded", "component": "TabItem", "value": "refunded", "trigger": "Refunded (1)", "content": ["tableRefunded"] },
+        { "id": "tableRefunded", "component": "Table", "columns": ["colRefundedId", "colRefundedCustomer", "colRefundedTotal"] },
+        { "id": "colRefundedId", "component": "Col", "type": "string", "label": "Order ID", "data": ["#10236"] },
+        { "id": "colRefundedCustomer", "component": "Col", "type": "string", "label": "Customer", "data": ["Ethan Brooks"] },
+        { "id": "colRefundedTotal", "component": "Col", "type": "string", "label": "Total", "data": ["$74.99"] }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything maps to your checklist:
+
+1. **Orders today** — KPI card (38)
+2. **Revenue today** — KPI card ($4,816.20)
+3. **Average order value** — KPI card ($126.74)
+4. **Recent orders** — table with Order ID, Customer, Total, Status per order
+5. **Narrow by status** — All / Pending / Shipped / Delivered / Refunded tabs, each showing the filtered orders
+6. **Search by customer** — customer-name input with a Search button
+7. **Refund rate this month** — KPI card (2.4%, 31 of 1,286 orders)
+8. **Order volume, past four weeks** — bar chart with weekly totals
+9. **Mark fulfilled** — fulfill form with a dropdown of pending orders and a "Mark fulfilled" button
+
+Want me to wire the search/fulfill actions to real data refreshes, or add bulk fulfillment next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..a17b318c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-orders__r4.txt
@@ -0,0 +1,310 @@
+Here's a full e-commerce operations dashboard covering all 9 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ecom-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "OpsDesk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ecom-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "kpi-row", "separator-1", "chart-section", "separator-2", "filters-row", "orders-table", "separator-3", "footer-note"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "E-Commerce Operations Desk",
+          "subtitle": "Live overview — June 15, 2025"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "children": ["kpi-orders", "kpi-revenue", "kpi-aov", "kpi-refund"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "kpi-orders",
+          "component": "Card",
+          "children": ["kpi-orders-label", "kpi-orders-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "kpi-orders-label",
+          "component": "TextContent",
+          "text": "Orders Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-orders-value",
+          "component": "TextContent",
+          "text": "**347**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "children": ["kpi-revenue-label", "kpi-revenue-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "TextContent",
+          "text": "**$28,412**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-aov",
+          "component": "Card",
+          "children": ["kpi-aov-label", "kpi-aov-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "kpi-aov-label",
+          "component": "TextContent",
+          "text": "Avg Order Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-aov-value",
+          "component": "TextContent",
+          "text": "**$81.88**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-refund",
+          "component": "Card",
+          "children": ["kpi-refund-label", "kpi-refund-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "kpi-refund-label",
+          "component": "TextContent",
+          "text": "Refund Rate (June)",
+          "size": "small"
+        },
+        {
+          "id": "kpi-refund-value",
+          "component": "TextContent",
+          "text": "**3.2%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "chart-section",
+          "component": "Card",
+          "children": ["chart-title", "volume-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "chart-title",
+          "component": "Heading",
+          "text": "Order Volume — Past 4 Weeks",
+          "level": "h3"
+        },
+        {
+          "id": "volume-chart",
+          "component": "BarChart",
+          "labels": ["May 19–25", "May 26–Jun 1", "Jun 2–8", "Jun 9–15"],
+          "series": ["series-orders"],
+          "xLabel": "Week",
+          "yLabel": "Orders"
+        },
+        {
+          "id": "series-orders",
+          "component": "Series",
+          "category": "Orders",
+          "values": [2180, 2340, 2510, 2430]
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "filters-row",
+          "component": "Card",
+          "children": ["filter-status-control", "filter-search-control"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear",
+          "align": "end"
+        },
+        {
+          "id": "filter-status-control",
+          "component": "FormControl",
+          "label": "Filter by Status",
+          "input": "filter-status-select",
+          "weight": 1
+        },
+        {
+          "id": "filter-status-select",
+          "component": "Select",
+          "name": "statusFilter",
+          "placeholder": "All statuses",
+          "items": ["status-all", "status-pending", "status-processing", "status-shipped", "status-delivered", "status-refunded"]
+        },
+        {
+          "id": "status-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Statuses"
+        },
+        {
+          "id": "status-pending",
+          "component": "SelectItem",
+          "value": "pending",
+          "label": "Pending"
+        },
+        {
+          "id": "status-processing",
+          "component": "SelectItem",
+          "value": "processing",
+          "label": "Processing"
+        },
+        {
+          "id": "status-shipped",
+          "component": "SelectItem",
+          "value": "shipped",
+          "label": "Shipped"
+        },
+        {
+          "id": "status-delivered",
+          "component": "SelectItem",
+          "value": "delivered",
+          "label": "Delivered"
+        },
+        {
+          "id": "status-refunded",
+          "component": "SelectItem",
+          "value": "refunded",
+          "label": "Refunded"
+        },
+        {
+          "id": "filter-search-control",
+          "component": "FormControl",
+          "label": "Search by Customer",
+          "input": "filter-search-input",
+          "weight": 1
+        },
+        {
+          "id": "filter-search-input",
+          "component": "Input",
+          "name": "customerSearch",
+          "placeholder": "e.g. Sarah Mitchell",
+          "type": "text"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["col-id", "col-customer", "col-total", "col-status", "col-action"]
+        },
+        {
+          "id": "col-id",
+          "component": "Col",
+          "label": "Order ID",
+          "data": ["ORD-7841", "ORD-7840", "ORD-7839", "ORD-7838", "ORD-7837", "ORD-7836", "ORD-7835", "ORD-7834"],
+          "type": "string"
+        },
+        {
+          "id": "col-customer",
+          "component": "Col",
+          "label": "Customer",
+          "data": ["Sarah Mitchell", "James Okafor", "Lena Vasquez", "Tom Brennan", "Aisha Patel", "Marcus Lee", "Elena Kowalski", "David Chen"],
+          "type": "string"
+        },
+        {
+          "id": "col-total",
+          "component": "Col",
+          "label": "Total",
+          "data": ["$124.99", "$89.50", "$210.00", "$45.75", "$67.20", "$153.00", "$98.40", "$312.60"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Pending", "Processing", "Shipped", "Delivered", "Pending", "Processing", "Refunded", "Delivered"],
+          "type": "string"
+        },
+        {
+          "id": "col-action",
+          "component": "Col",
+          "label": "Action",
+          "data": ["Mark Fulfilled", "Mark Fulfilled", "Mark Fulfilled", "—", "Mark Fulfilled", "Mark Fulfilled", "—", "—"],
+          "type": "action"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator",
+          "orientation": "horizontal",
+          "decorative": true
+        },
+        {
+          "id": "footer-note",
+          "component": "TextContent",
+          "text": "Showing 8 of 347 orders placed today. Use filters above to narrow results.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Orders placed today | KPI card → **347** |
+| 2 | Revenue today | KPI card → **$28,412** |
+| 3 | Average order value | KPI card → **$81.88** |
+| 4 | Recent orders table | 5-column table (ID, Customer, Total, Status, Action) |
+| 5 | Narrow by status | Select dropdown with all status options |
+| 6 | Search by customer | Text input with placeholder |
+| 7 | Refund rate this month | KPI card → **3.2%** |
+| 8 | Order volume (4 weeks) | Grouped bar chart with weekly buckets |
+| 9 | Mark order fulfilled | Action column with "Mark Fulfilled" buttons (disabled with "—" for already-delivered/refunded) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..e8bd9f801
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r1.txt
@@ -0,0 +1,489 @@
+Here's a comprehensive on-call service health dashboard covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "oncall-health-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0EA5E9",
+        "agentDisplayName": "Service Health Monitor"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "oncall-health-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "cpu-mem-section", "incidents-section", "endpoints-section", "alert-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-inner"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "header-inner",
+          "component": "Card",
+          "children": ["title-text", "region-select-control"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "variant": "clear"
+        },
+        {
+          "id": "title-text",
+          "component": "Heading",
+          "text": "🛡️ Service Health — On-Call View",
+          "level": "h2"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All Regions",
+          "items": ["region-all", "region-us-east", "region-us-west", "region-eu-west", "region-ap-south"],
+          "value": "all"
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions"
+        },
+        {
+          "id": "region-us-east",
+          "component": "SelectItem",
+          "value": "us-east-1",
+          "label": "US East (N. Virginia)"
+        },
+        {
+          "id": "region-us-west",
+          "component": "SelectItem",
+          "value": "us-west-2",
+          "label": "US West (Oregon)"
+        },
+        {
+          "id": "region-eu-west",
+          "component": "SelectItem",
+          "value": "eu-west-1",
+          "label": "EU West (Ireland)"
+        },
+        {
+          "id": "region-ap-south",
+          "component": "SelectItem",
+          "value": "ap-south-1",
+          "label": "AP South (Mumbai)"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["uptime-card", "error-rate-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "children": ["uptime-header", "uptime-value", "uptime-progress"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "uptime-header",
+          "component": "CardHeader",
+          "title": "Uptime This Quarter",
+          "subtitle": "Q2 2025 (Apr 1 – Jun 30)"
+        },
+        {
+          "id": "uptime-value",
+          "component": "TextContent",
+          "text": "**99.97%** — 12m 38s total downtime",
+          "size": "large"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.97,
+          "label": "SLA Target: 99.95%"
+        },
+        {
+          "id": "error-rate-card",
+          "component": "Card",
+          "children": ["error-header", "error-value", "error-callout"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "error-header",
+          "component": "CardHeader",
+          "title": "Current Error Rate",
+          "subtitle": "5xx responses / total requests (last 5 min)"
+        },
+        {
+          "id": "error-value",
+          "component": "TextContent",
+          "text": "**2.4%** (142 errors / 5,917 requests)",
+          "size": "large"
+        },
+        {
+          "id": "error-callout",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Elevated",
+          "description": "Error rate is above the 1.5% warning threshold. Monitoring closely."
+        },
+        {
+          "id": "cpu-mem-section",
+          "component": "Card",
+          "children": ["cpu-mem-header", "cpu-mem-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "cpu-mem-header",
+          "component": "CardHeader",
+          "title": "CPU & Memory Usage — Past 24 Hours",
+          "subtitle": "Aggregated across all instances in selected region"
+        },
+        {
+          "id": "cpu-mem-chart",
+          "component": "LineChart",
+          "labels": ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"],
+          "series": ["cpu-series", "mem-series"],
+          "xLabel": "Time (UTC)",
+          "yLabel": "Utilization (%)",
+          "variant": "natural"
+        },
+        {
+          "id": "cpu-series",
+          "component": "Series",
+          "category": "CPU %",
+          "values": [34, 29, 27, 31, 45, 62, 71, 74, 68, 72, 58, 41]
+        },
+        {
+          "id": "mem-series",
+          "component": "Series",
+          "category": "Memory %",
+          "values": [52, 51, 50, 53, 58, 64, 69, 72, 70, 73, 65, 57]
+        },
+        {
+          "id": "incidents-section",
+          "component": "Card",
+          "children": ["incidents-header", "incidents-table", "ack-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents",
+          "subtitle": "3 active — sorted by severity"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-id-col", "inc-title-col", "inc-severity-col", "inc-region-col", "inc-started-col", "inc-status-col"]
+        },
+        {
+          "id": "inc-id-col",
+          "component": "Col",
+          "label": "ID",
+          "data": ["INC-4821", "INC-4819", "INC-4815"],
+          "type": "string"
+        },
+        {
+          "id": "inc-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["Elevated 5xx on /api/checkout", "Memory leak in worker pool", "DNS resolution timeouts"],
+          "type": "string"
+        },
+        {
+          "id": "inc-severity-col",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["SEV-1 Critical", "SEV-2 High", "SEV-3 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "inc-region-col",
+          "component": "Col",
+          "label": "Region",
+          "data": ["us-east-1", "eu-west-1", "ap-south-1"],
+          "type": "string"
+        },
+        {
+          "id": "inc-started-col",
+          "component": "Col",
+          "label": "Started",
+          "data": ["14 min ago", "1h 42m ago", "3h 08m ago"],
+          "type": "string"
+        },
+        {
+          "id": "inc-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Investigating", "Mitigating", "Monitoring"],
+          "type": "string"
+        },
+        {
+          "id": "ack-form",
+          "component": "Form",
+          "name": "acknowledge-incident",
+          "fields": ["ack-incident-select", "ack-note-field"],
+          "buttons": "ack-buttons"
+        },
+        {
+          "id": "ack-incident-select",
+          "component": "FormControl",
+          "label": "Incident to Acknowledge",
+          "input": "ack-select"
+        },
+        {
+          "id": "ack-select",
+          "component": "Select",
+          "name": "incident_id",
+          "placeholder": "Select an incident…",
+          "items": ["ack-opt-1", "ack-opt-2", "ack-opt-3"]
+        },
+        {
+          "id": "ack-opt-1",
+          "component": "SelectItem",
+          "value": "INC-4821",
+          "label": "INC-4821 — Elevated 5xx on /api/checkout (SEV-1)"
+        },
+        {
+          "id": "ack-opt-2",
+          "component": "SelectItem",
+          "value": "INC-4819",
+          "label": "INC-4819 — Memory leak in worker pool (SEV-2)"
+        },
+        {
+          "id": "ack-opt-3",
+          "component": "SelectItem",
+          "value": "INC-4815",
+          "label": "INC-4815 — DNS resolution timeouts (SEV-3)"
+        },
+        {
+          "id": "ack-note-field",
+          "component": "FormControl",
+          "label": "Acknowledgement Note (optional)",
+          "input": "ack-note-input",
+          "hint": "Brief context for the incident log"
+        },
+        {
+          "id": "ack-note-input",
+          "component": "TextArea",
+          "name": "ack_note",
+          "placeholder": "e.g. Investigating root cause, ETA 30 min…",
+          "rows": 2
+        },
+        {
+          "id": "ack-buttons",
+          "component": "Buttons",
+          "buttons": ["ack-btn", "escalate-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "ack-btn",
+          "component": "Button",
+          "label": "✓ Acknowledge",
+          "variant": "primary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "escalate-btn",
+          "component": "Button",
+          "label": "⬆ Escalate",
+          "variant": "secondary",
+          "type": "destructive",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "endpoints-section",
+          "component": "Card",
+          "children": ["endpoints-header", "endpoints-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "endpoints-header",
+          "component": "CardHeader",
+          "title": "5 Slowest Endpoints (p99 Latency)",
+          "subtitle": "Measured over the last 15 minutes"
+        },
+        {
+          "id": "endpoints-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["/api/reports/generate", "/api/search?q=", "/api/checkout", "/api/inventory/sync", "/api/auth/token/refresh"],
+          "series": ["latency-series"],
+          "xLabel": "Latency (ms)",
+          "yLabel": "Endpoint"
+        },
+        {
+          "id": "latency-series",
+          "component": "Series",
+          "category": "p99 Latency (ms)",
+          "values": [2840, 1920, 1450, 1180, 940]
+        },
+        {
+          "id": "alert-section",
+          "component": "Card",
+          "children": ["alert-header", "alert-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "Set Alert Threshold",
+          "subtitle": "Configure when you want to be paged"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "alert-threshold",
+          "fields": ["alert-metric-control", "alert-threshold-control", "alert-channel-control"],
+          "buttons": "alert-buttons"
+        },
+        {
+          "id": "alert-metric-control",
+          "component": "FormControl",
+          "label": "Metric",
+          "input": "alert-metric-select"
+        },
+        {
+          "id": "alert-metric-select",
+          "component": "Select",
+          "name": "metric",
+          "items": ["metric-err", "metric-cpu", "metric-mem", "metric-lat"],
+          "value": "error_rate"
+        },
+        {
+          "id": "metric-err",
+          "component": "SelectItem",
+          "value": "error_rate",
+          "label": "Error Rate (%)"
+        },
+        {
+          "id": "metric-cpu",
+          "component": "SelectItem",
+          "value": "cpu",
+          "label": "CPU Utilization (%)"
+        },
+        {
+          "id": "metric-mem",
+          "component": "SelectItem",
+          "value": "memory",
+          "label": "Memory Utilization (%)"
+        },
+        {
+          "id": "metric-lat",
+          "component": "SelectItem",
+          "value": "latency_p99",
+          "label": "P99 Latency (ms)"
+        },
+        {
+          "id": "alert-threshold-control",
+          "component": "FormControl",
+          "label": "Threshold Value",
+          "input": "alert-threshold-slider",
+          "hint": "Alert fires when metric exceeds this value"
+        },
+        {
+          "id": "alert-threshold-slider",
+          "component": "Slider",
+          "name": "threshold",
+          "variant": "discrete",
+          "min": 0,
+          "max": 100,
+          "step": 5,
+          "defaultValue": [5],
+          "label": "5%"
+        },
+        {
+          "id": "alert-channel-control",
+          "component": "FormControl",
+          "label": "Notification Channel",
+          "input": "alert-channel-select"
+        },
+        {
+          "id": "alert-channel-select",
+          "component": "Select",
+          "name": "channel",
+          "items": ["chan-pager", "chan-slack", "chan-email"],
+          "value": "pagerduty"
+        },
+        {
+          "id": "chan-pager",
+          "component": "SelectItem",
+          "value": "pagerduty",
+          "label": "PagerDuty (page on-call)"
+        },
+        {
+          "id": "chan-slack",
+          "component": "SelectItem",
+          "value": "slack",
+          "label": "Slack #oncall-alerts"
+        },
+        {
+          "id": "chan-email",
+          "component": "SelectItem",
+          "value": "email",
+          "label": "Email"
+        },
+        {
+          "id": "alert-buttons",
+          "component": "Buttons",
+          "buttons": ["save-alert-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "save-alert-btn",
+          "component": "Button",
+          "label": "Save Alert Rule",
+          "variant": "primary",
+          "action": [{"type": "submit"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all eight requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | **Uptime this quarter** | Progress bar + large text showing 99.97% with SLA target |
+| 2 | **CPU & Memory (24h)** | Dual-series line chart with 12 data points across 24 hours |
+| 3 | **Error rate right now** | Large metric display with a warning alert banner |
+| 4 | **Open incidents + severity** | Table with ID, title, severity, region, start time, and status |
+| 5 | **Region filter** | Dropdown selector at the top (All / US-East / US-West / EU-West / AP-South) |
+| 6 | **5 slowest endpoints** | Horizontal bar chart showing p99 latency per endpoint |
+| 7 | **Set alert threshold** | Form with metric selector, discrete slider, and notification channel |
+| 8 | **Acknowledge an incident** | Form with incident picker, optional note, and Acknowledge / Escalate buttons |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..6f4296384
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r2.txt
@@ -0,0 +1,74 @@
+
+
+Here's a complete on-call service health screen covering all eight requirements:
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"oncall-service-health","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"oncall-service-health","components":[
+{"id":"root","component":"Card","direction":"column","gap":"l","children":["header","callout","controlsRow","kpiRow","chartCard","incidentsCard","latencyCard","thresholdCard"]},
+{"id":"header","component":"CardHeader","title":"Service Health — On-Call","subtitle":"payments-platform · auto-refresh 30s · last check 12:04 UTC"},
+{"id":"callout","component":"Callout","variant":"error","title":"SEV-1 unacknowledged: checkout-api latency spike","description":"INC-4312 · us-east-1 · opened 14m ago · p99 2.8s. Acknowledge below to take ownership."},
+{"id":"controlsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"end","children":["regionControl","statusTag"]},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["uptimeCard","errorCard"]},
+{"id":"chartCard","component":"Card","direction":"column","gap":"m","children":["chartHeader","usageChart"]},
+{"id":"incidentsCard","component":"Card","direction":"column","gap":"m","children":["incidentsHeader","incidentsList"]},
+{"id":"latencyCard","component":"Card","direction":"column","gap":"m","children":["latencyHeader","slowChart"]},
+{"id":"thresholdCard","component":"Card","direction":"column","gap":"m","children":["thresholdHeader","thresholdForm"]},
+{"id":"regionControl","component":"FormControl","label":"Narrow to region","input":"regionSelect"},
+{"id":"statusTag","component":"Tag","text":"Overall: Degraded","variant":"warning"},
+{"id":"uptimeCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["uptimeLabel","uptimeProgress","uptimeNote"]},
+{"id":"errorCard","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["errorLabel","errorValue","errorDelta"]},
+{"id":"chartHeader","component":"CardHeader","title":"CPU & memory — past 24 hours","subtitle":"Utilization %, sampled every 2 hours"},
+{"id":"usageChart","component":"LineChart","variant":"natural","yLabel":"%","labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00","24:00"],"series":["cpuSeries","memSeries"]},
+{"id":"incidentsHeader","component":"CardHeader","title":"Open incidents (3)","subtitle":"Acknowledge to take ownership and stop paging"},
+{"id":"incidentsList","component":"ListBlock","variant":"number","items":["inc1","inc2","inc3"]},
+{"id":"latencyHeader","component":"CardHeader","title":"Five slowest endpoints","subtitle":"p95 latency · past 15 minutes"},
+{"id":"slowChart","component":"HorizontalBarChart","xLabel":"p95 latency (ms)","labels":["/api/checkout/submit","/api/payments/authorize","/api/reports/export","/api/search/query","/api/inventory/sync"],"series":["latencySeries"]},
+{"id":"thresholdHeader","component":"CardHeader","title":"Set alert threshold","subtitle":"Pages on-call when the metric stays above threshold for 5 minutes"},
+{"id":"thresholdForm","component":"Form","name":"alert-threshold","fields":["metricControl","valueControl"],"buttons":"formButtons"},
+{"id":"regionSelect","component":"Select","name":"region","value":"all","placeholder":"Choose a region","items":["regionAll","regionUsEast","regionEuWest","regionApSouth"]},
+{"id":"uptimeLabel","component":"TextContent","size":"small","text":"**Uptime this quarter**"},
+{"id":"uptimeProgress","component":"Progress","value":99.98,"label":"99.98%"},
+{"id":"uptimeNote","component":"TextContent","size":"small","text":"SLO target 99.95% · 8m 46s error budget remaining"},
+{"id":"errorLabel","component":"TextContent","size":"small","text":"**Error rate right now**"},
+{"id":"errorValue","component":"TextContent","size":"large-heavy","text":"0.42%"},
+{"id":"errorDelta","component":"Tag","text":"▲ +0.18% vs trailing 1h","variant":"warning"},
+{"id":"cpuSeries","component":"Series","category":"CPU %","values":[42,38,35,33,41,55,63,71,68,74,66,59,61]},
+{"id":"memSeries","component":"Series","category":"Memory %","values":[58,57,56,55,58,63,67,72,74,76,73,70,71]},
+{"id":"inc1","component":"ListItem","title":"INC-4312 · checkout-api latency spike","subtitle":"SEV-1 · us-east-1 · opened 14m ago · p99 2.8s","actionLabel":"Acknowledge"},
+{"id":"inc2","component":"ListItem","title":"INC-4309 · payment-service elevated 5xx","subtitle":"SEV-2 · eu-west-1 · opened 42m ago · error rate 3.1%","actionLabel":"Acknowledge"},
+{"id":"inc3","component":"ListItem","title":"INC-4301 · search-index replication lag","subtitle":"SEV-3 · ap-south-1 · opened 2h 10m ago · lag 45s","actionLabel":"Acknowledge"},
+{"id":"latencySeries","component":"Series","category":"p95 latency (ms)","values":[2840,1910,1420,980,760]},
+{"id":"metricControl","component":"FormControl","label":"Metric","input":"metricSelect"},
+{"id":"valueControl","component":"FormControl","label":"Threshold (%)","input":"thresholdSlider","hint":"Current: error rate 0.42% · CPU 61% · memory 71%"},
+{"id":"formButtons","component":"Buttons","direction":"row","buttons":["saveBtn","cancelBtn"]},
+{"id":"regionAll","component":"SelectItem","value":"all","label":"All regions"},
+{"id":"regionUsEast","component":"SelectItem","value":"us-east-1","label":"us-east-1"},
+{"id":"regionEuWest","component":"SelectItem","value":"eu-west-1","label":"eu-west-1"},
+{"id":"regionApSouth","component":"SelectItem","value":"ap-south-1","label":"ap-south-1"},
+{"id":"metricSelect","component":"Select","name":"metric","value":"error_rate","items":["mErr","mCpu","mMem","mLat"]},
+{"id":"thresholdSlider","component":"Slider","name":"threshold","variant":"discrete","min":0,"max":100,"step":1,"defaultValue":[80]},
+{"id":"saveBtn","component":"Button","label":"Save threshold","variant":"primary"},
+{"id":"cancelBtn","component":"Button","label":"Cancel","variant":"secondary"},
+{"id":"mErr","component":"SelectItem","value":"error_rate","label":"Error rate (%)"},
+{"id":"mCpu","component":"SelectItem","value":"cpu","label":"CPU usage (%)"},
+{"id":"mMem","component":"SelectItem","value":"memory","label":"Memory usage (%)"},
+{"id":"mLat","component":"SelectItem","value":"latency_p95","label":"p95 latency (ms)"}
+]}}
+</a2ui-json>
+
+**How each requirement is covered:**
+
+1. **Uptime this quarter** — progress card showing 99.98% against the 99.95% SLO, with error budget remaining
+2. **CPU & memory (24h)** — dual-series line chart sampled across the day
+3. **Error rate right now** — large stat card with a delta tag vs. the trailing hour
+4. **Open incidents with severity** — numbered list, each item showing SEV level, region, age, and key symptom
+5. **Narrow to one region** — region selector at the top (All / us-east-1 / eu-west-1 / ap-south-1)
+6. **Five slowest endpoints** — ranked horizontal bar chart with p95 latency per endpoint
+7. **Set alert threshold** — form with a metric picker, discrete slider, and Save/Cancel buttons
+8. **Acknowledge an incident** — per-incident "Acknowledge" action, reinforced by the SEV-1 callout banner
+
+The data shown is representative sample data — wire the charts, tables, and KPIs to your monitoring backend when integrating.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..6d725f49e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r3.txt
@@ -0,0 +1,83 @@
+Here's a comprehensive on-call service health dashboard covering all 8 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"oncall-health","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0EA5E9"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"oncall-health","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"l","children":["header","region-filter-card","metrics-row","chart-card","incidents-card","endpoints-card","alert-card"]},
+    {"id":"header","component":"CardHeader","title":"🛡️ Service Health Dashboard","subtitle":"On-Call Engineer View • Last updated: 2 min ago"},
+    {"id":"region-filter-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["region-label","region-select"]},
+    {"id":"region-label","component":"Label","text":"Filter by Region:"},
+    {"id":"region-select","component":"Select","name":"region","placeholder":"All Regions","items":["region-all","region-us-east","region-us-west","region-eu-west","region-ap-south"]},
+    {"id":"region-all","component":"SelectItem","value":"all","label":"All Regions"},
+    {"id":"region-us-east","component":"SelectItem","value":"us-east-1","label":"US East (N. Virginia)"},
+    {"id":"region-us-west","component":"SelectItem","value":"us-west-2","label":"US West (Oregon)"},
+    {"id":"region-eu-west","component":"SelectItem","value":"eu-west-1","label":"EU West (Ireland)"},
+    {"id":"region-ap-south","component":"SelectItem","value":"ap-south-1","label":"AP South (Mumbai)"},
+    {"id":"metrics-row","component":"Card","direction":"row","gap":"m","children":["uptime-card","error-card"]},
+    {"id":"uptime-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["uptime-label","uptime-value","uptime-sub"],weight":1},
+    {"id":"uptime-label","component":"TextContent","text":"**Uptime This Quarter**","size":"small"},
+    {"id":"uptime-value","component":"TextContent","text":"99.97%","size":"large-heavy"},
+    {"id":"uptime-sub","component":"TextContent","text":"Target: 99.95% ✅","size":"small"},
+    {"id":"error-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["error-label","error-value","error-sub"],weight":1},
+    {"id":"error-label","component":"TextContent","text":"**Current Error Rate**","size":"small"},
+    {"id":"error-value","component":"TextContent","text":"0.42%","size":"large-heavy"},
+    {"id":"error-sub","component":"TextContent","text":"↑ 0.12% from 1h ago","size":"small"},
+    {"id":"chart-card","component":"Card","direction":"column","gap":"s","children":["chart-header","cpu-mem-chart"]},
+    {"id":"chart-header","component":"CardHeader","title":"CPU & Memory Usage — Past 24 Hours"},
+    {"id":"cpu-mem-chart","component":"LineChart","labels":["00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00","15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00"],"series":["cpu-series","mem-series"],"xLabel":"Time (UTC)","yLabel":"Usage (%)"},
+    {"id":"cpu-series","component":"Series","category":"CPU %","values":[42,38,35,33,31,34,45,58,67,72,74,71,69,73,76,78,75,72,68,63,58,52,48,44]},
+    {"id":"mem-series","component":"Series","category":"Memory %","values":[61,60,59,58,58,59,62,68,74,78,80,79,77,80,82,84,83,81,78,75,72,69,66,63]},
+    {"id":"incidents-card","component":"Card","direction":"column","gap":"s","children":["incidents-header","incidents-table","ack-section"]},
+    {"id":"incidents-header","component":"CardHeader","title":"🚨 Open Incidents","subtitle":"3 active incidents require attention"},
+    {"id":"incidents-table","component":"Table","columns":["inc-col-id","inc-col-title","inc-col-severity","inc-col-region","inc-col-duration"]},
+    {"id":"inc-col-id","component":"Col","label":"ID","data":["INC-4821","INC-4819","INC-4815"],"type":"string"},
+    {"id":"inc-col-title","component":"Col","label":"Title","data":["Elevated 5xx on /api/checkout","Database connection pool exhaustion","Memory leak in worker-pod-7"],"type":"string"},
+    {"id":"inc-col-severity","component":"Col","label":"Severity","data":["SEV-1 Critical","SEV-2 High","SEV-3 Medium"],"type":"string"},
+    {"id":"inc-col-region","component":"Col","label":"Region","data":["us-east-1","us-east-1","eu-west-1"],"type":"string"},
+    {"id":"inc-col-duration","component":"Col","label":"Open For","data":["12 min","47 min","2h 15m"],"type":"string"},
+    {"id":"ack-section","component":"Card","variant":"clear","direction":"column","gap":"s","children":["ack-label","ack-buttons"]},
+    {"id":"ack-label","component":"TextContent","text":"**Acknowledge an incident:**","size":"small"},
+    {"id":"ack-buttons","component":"Buttons","direction":"row","buttons":["ack-btn-1","ack-btn-2","ack-btn-3"]},
+    {"id":"ack-btn-1","component":"Button","label":"Ack INC-4821","variant":"primary","size":"small","action":[{"type":"acknowledge","incidentId":"INC-4821"}]},
+    {"id":"ack-btn-2","component":"Button","label":"Ack INC-4819","variant":"secondary","size":"small","action":[{"type":"acknowledge","incidentId":"INC-4819"}]},
+    {"id":"ack-btn-3","component":"Button","label":"Ack INC-4815","variant":"secondary","size":"small","action":[{"type":"acknowledge","incidentId":"INC-4815"}]},
+    {"id":"endpoints-card","component":"Card","direction":"column","gap":"s","children":["endpoints-header","endpoints-table"]},
+    {"id":"endpoints-header","component":"CardHeader","title":"🐢 5 Slowest Endpoints","subtitle":"Ranked by p95 latency"},
+    {"id":"endpoints-table","component":"Table","columns":["ep-col-rank","ep-col-endpoint","ep-col-p50","ep-col-p95","ep-col-p99","ep-col-rps"]},
+    {"id":"ep-col-rank","component":"Col","label":"#","data":["1","2","3","4","5"],"type":"number"},
+    {"id":"ep-col-endpoint","component":"Col","label":"Endpoint","data":["/api/v2/reports/generate","/api/v2/search","/api/v1/export/csv","/api/v2/analytics/dashboard","/api/v1/batch/process"],"type":"string"},
+    {"id":"ep-col-p50","component":"Col","label":"p50","data":["820ms","640ms","510ms","480ms","390ms"],"type":"string"},
+    {"id":"ep-col-p95","component":"Col","label":"p95","data":["3,200ms","2,100ms","1,850ms","1,400ms","1,100ms"],"type":"string"},
+    {"id":"ep-col-p99","component":"Col","label":"p99","data":["8,500ms","5,400ms","4,200ms","3,100ms","2,800ms"],"type":"string"},
+    {"id":"ep-col-rps","component":"Col","label":"Req/s","data":["12","340","45","89","23"],"type":"number"},
+    {"id":"alert-card","component":"Card","direction":"column","gap":"s","children":["alert-header","alert-form"]},
+    {"id":"alert-header","component":"CardHeader","title":"⚙️ Alert Threshold Configuration","subtitle":"Set the error rate % that triggers a page"},
+    {"id":"alert-form","component":"Form","name":"alert-threshold-form","fields":["threshold-slider-control","threshold-duration-control"],"buttons":"alert-form-buttons"},
+    {"id":"threshold-slider-control","component":"FormControl","label":"Error Rate Threshold (%)","input":"threshold-slider","hint":"Current threshold: 1.0% — alerts fire when error rate exceeds this value"},
+    {"id":"threshold-slider","component":"Slider","name":"error_threshold","variant":"discrete","min":0.1,"max":5.0,"step":0.1,"defaultValue":[1.0]},
+    {"id":"threshold-duration-control","component":"FormControl","label":"Sustained Duration Before Alert","input":"threshold-duration","hint":"How long the threshold must be breached before paging"},
+    {"id":"threshold-duration","component":"Select","name":"duration","items":["dur-1m","dur-5m","dur-10m","dur-15m"],"value":"5m"},
+    {"id":"dur-1m","component":"SelectItem","value":"1m","label":"1 minute"},
+    {"id":"dur-5m","component":"SelectItem","value":"5m","label":"5 minutes"},
+    {"id":"dur-10m","component":"SelectItem","value":"10m","label":"10 minutes"},
+    {"id":"dur-15m","component":"SelectItem","value":"15m","label":"15 minutes"},
+    {"id":"alert-form-buttons","component":"Buttons","direction":"row","buttons":["alert-save-btn","alert-reset-btn"]},
+    {"id":"alert-save-btn","component":"Button","label":"Save Threshold","variant":"primary","action":[{"type":"submit","form":"alert-threshold-form"}]},
+    {"id":"alert-reset-btn","component":"Button","label":"Reset to Default","variant":"tertiary","action":[{"type":"reset","form":"alert-threshold-form"}]}
+  ]}}
+]
+</a2ui-json>
+
+This dashboard covers all 8 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Uptime this quarter | Prominent metric card showing **99.97%** vs target |
+| 2 | CPU & Memory (24h) | Dual-series **LineChart** with hourly data points |
+| 3 | Error rate right now | Metric card showing **0.42%** with trend indicator |
+| 4 | Open incidents + severity | **Table** with ID, title, severity, region, and duration |
+| 5 | Region filter | **Select** dropdown at the top (All, US-East, US-West, EU-West, AP-South) |
+| 6 | 5 slowest endpoints | **Table** ranked by p95 latency with p50/p99/RPS |
+| 7 | Alert threshold config | **Form** with a discrete slider (0.1–5.0%) + sustained duration selector |
+| 8 | Acknowledge incident | **Buttons** per incident (Ack INC-4821, etc.) with action payloads |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..b2c3a3666
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b3-server__r4.txt
@@ -0,0 +1,470 @@
+Here's your on-call service health dashboard covering all eight requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "oncall-health-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0EA5E9",
+        "agentDisplayName": "Service Health Monitor"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "oncall-health-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-section", "metrics-row", "charts-section", "incidents-section", "alert-threshold-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "region-selector-control"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "🟢 Service Health Dashboard",
+          "level": "h2"
+        },
+        {
+          "id": "region-selector-control",
+          "component": "FormControl",
+          "label": "Region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All Regions",
+          "value": "all",
+          "items": ["region-all", "region-us-east", "region-us-west", "region-eu-west", "region-ap-south"]
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions"
+        },
+        {
+          "id": "region-us-east",
+          "component": "SelectItem",
+          "value": "us-east-1",
+          "label": "US East (N. Virginia)"
+        },
+        {
+          "id": "region-us-west",
+          "component": "SelectItem",
+          "value": "us-west-2",
+          "label": "US West (Oregon)"
+        },
+        {
+          "id": "region-eu-west",
+          "component": "SelectItem",
+          "value": "eu-west-1",
+          "label": "EU West (Ireland)"
+        },
+        {
+          "id": "region-ap-south",
+          "component": "SelectItem",
+          "value": "ap-south-1",
+          "label": "AP South (Mumbai)"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["uptime-card", "error-rate-card"]
+        },
+        {
+          "id": "uptime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["uptime-label", "uptime-value", "uptime-progress"]
+        },
+        {
+          "id": "uptime-label",
+          "component": "TextContent",
+          "text": "**Uptime This Quarter (Q2 2025)**",
+          "size": "small"
+        },
+        {
+          "id": "uptime-value",
+          "component": "TextContent",
+          "text": "99.97%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "uptime-progress",
+          "component": "Progress",
+          "value": 99.97,
+          "label": "SLA Target: 99.95%"
+        },
+        {
+          "id": "error-rate-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["error-rate-label", "error-rate-value", "error-rate-callout"]
+        },
+        {
+          "id": "error-rate-label",
+          "component": "TextContent",
+          "text": "**Current Error Rate**",
+          "size": "small"
+        },
+        {
+          "id": "error-rate-value",
+          "component": "TextContent",
+          "text": "2.4%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "error-rate-callout",
+          "component": "Tag",
+          "text": "⚠️ Above baseline (1.5%)",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "charts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["resource-chart-card", "slowest-endpoints-card"]
+        },
+        {
+          "id": "resource-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 3,
+          "children": ["resource-chart-header", "resource-chart"]
+        },
+        {
+          "id": "resource-chart-header",
+          "component": "CardHeader",
+          "title": "CPU & Memory Usage",
+          "subtitle": "Past 24 hours"
+        },
+        {
+          "id": "resource-chart",
+          "component": "LineChart",
+          "labels": ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"],
+          "series": ["cpu-series", "memory-series"],
+          "xLabel": "Time",
+          "yLabel": "Usage (%)"
+        },
+        {
+          "id": "cpu-series",
+          "component": "Series",
+          "category": "CPU",
+          "values": [42, 38, 35, 40, 55, 68, 74, 78, 82, 76, 65, 52]
+        },
+        {
+          "id": "memory-series",
+          "component": "Series",
+          "category": "Memory",
+          "values": [61, 60, 59, 62, 67, 72, 75, 78, 80, 77, 73, 68]
+        },
+        {
+          "id": "slowest-endpoints-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["slowest-header", "slowest-table"]
+        },
+        {
+          "id": "slowest-header",
+          "component": "CardHeader",
+          "title": "🐢 Slowest Endpoints",
+          "subtitle": "Top 5 by p99 latency"
+        },
+        {
+          "id": "slowest-table",
+          "component": "Table",
+          "columns": ["endpoint-col", "latency-col", "status-col"]
+        },
+        {
+          "id": "endpoint-col",
+          "component": "Col",
+          "label": "Endpoint",
+          "data": ["/api/v2/reports/generate", "/api/v1/search", "/api/v2/export/csv", "/api/v1/analytics/aggregate", "/api/v2/webhooks/dispatch"],
+          "type": "string"
+        },
+        {
+          "id": "latency-col",
+          "component": "Col",
+          "label": "p99 Latency",
+          "data": ["4,820 ms", "3,150 ms", "2,940 ms", "2,310 ms", "1,870 ms"],
+          "type": "string"
+        },
+        {
+          "id": "status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🔴 Critical", "🟠 Degraded", "🟠 Degraded", "🟡 Elevated", "🟡 Elevated"],
+          "type": "string"
+        },
+        {
+          "id": "incidents-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["incidents-header", "incidents-table", "ack-buttons"]
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "🚨 Open Incidents",
+          "subtitle": "3 active — 1 critical, 1 high, 1 medium"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["incident-id-col", "incident-title-col", "severity-col", "started-col", "region-col"]
+        },
+        {
+          "id": "incident-id-col",
+          "component": "Col",
+          "label": "ID",
+          "data": ["INC-4821", "INC-4819", "INC-4815"],
+          "type": "string"
+        },
+        {
+          "id": "incident-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["Elevated 5xx on /api/v2/reports", "Memory leak in worker pool", "Increased latency in EU region"],
+          "type": "string"
+        },
+        {
+          "id": "severity-col",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["SEV-1 Critical", "SEV-2 High", "SEV-3 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "started-col",
+          "component": "Col",
+          "label": "Started",
+          "data": ["12 min ago", "47 min ago", "2h 15m ago"],
+          "type": "string"
+        },
+        {
+          "id": "region-col",
+          "component": "Col",
+          "label": "Region",
+          "data": ["us-east-1", "us-west-2", "eu-west-1"],
+          "type": "string"
+        },
+        {
+          "id": "ack-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["ack-inc-4821", "ack-inc-4819", "ack-inc-4815"]
+        },
+        {
+          "id": "ack-inc-4821",
+          "component": "Button",
+          "label": "Ack INC-4821",
+          "variant": "primary",
+          "size": "small",
+          "type": "destructive",
+          "action": [{"type": "acknowledge_incident", "incidentId": "INC-4821"}]
+        },
+        {
+          "id": "ack-inc-4819",
+          "component": "Button",
+          "label": "Ack INC-4819",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{"type": "acknowledge_incident", "incidentId": "INC-4819"}]
+        },
+        {
+          "id": "ack-inc-4815",
+          "component": "Button",
+          "label": "Ack INC-4815",
+          "variant": "secondary",
+          "size": "small",
+          "action": [{"type": "acknowledge_incident", "incidentId": "INC-4815"}]
+        },
+        {
+          "id": "alert-threshold-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alert-header", "alert-form"]
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "⚙️ Alert Threshold Configuration",
+          "subtitle": "Set thresholds to trigger paging alerts"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "alert-threshold-form",
+          "fields": ["threshold-metric-control", "threshold-value-control", "threshold-duration-control"],
+          "buttons": "alert-form-buttons"
+        },
+        {
+          "id": "threshold-metric-control",
+          "component": "FormControl",
+          "label": "Metric",
+          "input": "threshold-metric-select",
+          "hint": "Which metric to monitor"
+        },
+        {
+          "id": "threshold-metric-select",
+          "component": "Select",
+          "name": "metric",
+          "value": "error_rate",
+          "items": ["metric-error-rate", "metric-cpu", "metric-memory", "metric-latency"]
+        },
+        {
+          "id": "metric-error-rate",
+          "component": "SelectItem",
+          "value": "error_rate",
+          "label": "Error Rate (%)"
+        },
+        {
+          "id": "metric-cpu",
+          "component": "SelectItem",
+          "value": "cpu",
+          "label": "CPU Usage (%)"
+        },
+        {
+          "id": "metric-memory",
+          "component": "SelectItem",
+          "value": "memory",
+          "label": "Memory Usage (%)"
+        },
+        {
+          "id": "metric-latency",
+          "component": "SelectItem",
+          "value": "p99_latency",
+          "label": "P99 Latency (ms)"
+        },
+        {
+          "id": "threshold-value-control",
+          "component": "FormControl",
+          "label": "Threshold Value",
+          "input": "threshold-value-input",
+          "hint": "Alert fires when metric exceeds this value"
+        },
+        {
+          "id": "threshold-value-input",
+          "component": "Input",
+          "name": "threshold_value",
+          "type": "number",
+          "placeholder": "e.g. 5.0",
+          "value": "3.0"
+        },
+        {
+          "id": "threshold-duration-control",
+          "component": "FormControl",
+          "label": "Sustained Duration",
+          "input": "threshold-duration-select",
+          "hint": "How long the condition must persist before alerting"
+        },
+        {
+          "id": "threshold-duration-select",
+          "component": "Select",
+          "name": "duration",
+          "value": "5m",
+          "items": ["dur-1m", "dur-5m", "dur-10m", "dur-15m"]
+        },
+        {
+          "id": "dur-1m",
+          "component": "SelectItem",
+          "value": "1m",
+          "label": "1 minute"
+        },
+        {
+          "id": "dur-5m",
+          "component": "SelectItem",
+          "value": "5m",
+          "label": "5 minutes"
+        },
+        {
+          "id": "dur-10m",
+          "component": "SelectItem",
+          "value": "10m",
+          "label": "10 minutes"
+        },
+        {
+          "id": "dur-15m",
+          "component": "SelectItem",
+          "value": "15m",
+          "label": "15 minutes"
+        },
+        {
+          "id": "alert-form-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["save-alert-btn", "cancel-alert-btn"]
+        },
+        {
+          "id": "save-alert-btn",
+          "component": "Button",
+          "label": "Save Alert Rule",
+          "variant": "primary",
+          "action": [{"type": "save_alert_threshold"}]
+        },
+        {
+          "id": "cancel-alert-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary",
+          "action": [{"type": "cancel"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all eight requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Uptime this quarter | Large metric card showing **99.97%** with a progress bar against the 99.95% SLA target |
+| 2 | CPU & Memory (24h) | Line chart with two series sampled every 2 hours |
+| 3 | Error rate now | Prominent metric card showing **2.4%** with a warning tag indicating it's above baseline |
+| 4 | Open incidents + severity | Table listing 3 incidents with SEV-1/2/3 labels, start times, and affected regions |
+| 5 | Region filter | Dropdown selector at the top (All Regions, US East, US West, EU West, AP South) |
+| 6 | Five slowest endpoints | Table with endpoint path, p99 latency, and degradation status |
+| 7 | Alert threshold config | Form with metric selector, numeric threshold input, and sustained-duration picker |
+| 8 | Acknowledge incident | Per-incident "Ack" buttons below the incidents table with destructive styling for SEV-1 |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..d4454024b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r1.txt
@@ -0,0 +1,351 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hub-ops-atl",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F6CBD"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hub-ops-atl",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "header",
+          "hubSwitcherCard",
+          "kpiRow",
+          "alertsRow",
+          "operationsRow",
+          "gateCrewRow",
+          "connectionsRebookRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Hub Operations Desk — ATL",
+        "subtitle": "Single-screen view of today's hub performance, irregular operations, and reassignment tools"
+      },
+      {
+        "id": "hubSwitcherCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "hubSwitcherForm"
+        ]
+      },
+      {
+        "id": "hubSwitcherForm",
+        "component": "Form",
+        "name": "switch-hub",
+        "fields": [
+          "hubFormControl"
+        ],
+        "buttons": "hubSwitchButtons"
+      },
+      {
+        "id": "hubFormControl",
+        "component": "FormControl",
+        "label": "10. View a different hub",
+        "input": "hubSelect",
+        "hint": "Switch this operations desk to another airline hub."
+      },
+      {
+        "id": "hubSelect",
+        "component": "Select",
+        "name": "hub",
+        "placeholder": "Select hub",
+        "value": "ATL",
+        "items": [
+          "hubItemAtl",
+          "hubItemOrd",
+          "hubItemDen",
+          "hubItemDfw",
+          "hubItemLax"
+        ]
+      },
+      {
+        "id": "hubItemAtl",
+        "component": "SelectItem",
+        "value": "ATL",
+        "label": "Atlanta (ATL)"
+      },
+      {
+        "id": "hubItemOrd",
+        "component": "SelectItem",
+        "value": "ORD",
+        "label": "Chicago O'Hare (ORD)"
+      },
+      {
+        "id": "hubItemDen",
+        "component": "SelectItem",
+        "value": "DEN",
+        "label": "Denver (DEN)"
+      },
+      {
+        "id": "hubItemDfw",
+        "component": "SelectItem",
+        "value": "DFW",
+        "label": "Dallas/Fort Worth (DFW)"
+      },
+      {
+        "id": "hubItemLax",
+        "component": "SelectItem",
+        "value": "LAX",
+        "label": "Los Angeles (LAX)"
+      },
+      {
+        "id": "hubSwitchButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "hubSwitchButton"
+        ]
+      },
+      {
+        "id": "hubSwitchButton",
+        "component": "Button",
+        "label": "Switch Hub",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          "switchHub"
+        ]
+      },
+      {
+        "id": "kpiRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "wrap": true,
+        "children": [
+          "otpCard",
+          "loadCard",
+          "turnaroundCard",
+          "cancelKpiCard"
+        ]
+      },
+      {
+        "id": "otpCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "align": "stretch",
+        "justify": "start",
+        "weight": 1,
+        "children": [
+          "otpLabel",
+          "otpValue",
+          "otpProgress"
+        ]
+      },
+      {
+        "id": "otpLabel",
+        "component": "TextContent",
+        "text": "1. On-time performance today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "otpValue",
+        "component": "TextContent",
+        "text": "82.4%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "otpProgress",
+        "component": "Progress",
+        "value": 82.4,
+        "label": "286 of 347 departures on time"
+      },
+      {
+        "id": "loadCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "align": "stretch",
+        "justify": "start",
+        "weight": 1,
+        "children": [
+          "loadLabel",
+          "loadValue",
+          "loadProgress"
+        ]
+      },
+      {
+        "id": "loadLabel",
+        "component": "TextContent",
+        "text": "7. Average passenger load today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "loadValue",
+        "component": "TextContent",
+        "text": "78.6%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "loadProgress",
+        "component": "Progress",
+        "value": 78.6,
+        "label": "19,420 of 24,700 seats sold"
+      },
+      {
+        "id": "turnaroundCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "align": "stretch",
+        "justify": "start",
+        "weight": 1,
+        "children": [
+          "turnaroundLabel",
+          "turnaroundValue",
+          "turnaroundSub"
+        ]
+      },
+      {
+        "id": "turnaroundLabel",
+        "component": "TextContent",
+        "text": "12. Average turnaround time",
+        "size": "small-heavy"
+      },
+      {
+        "id": "turnaroundValue",
+        "component": "TextContent",
+        "text": "48.2 min",
+        "size": "large-heavy"
+      },
+      {
+        "id": "turnaroundSub",
+        "component": "TextContent",
+        "text": "Target: 50.0 min • 241 turnarounds completed",
+        "size": "small"
+      },
+      {
+        "id": "cancelKpiCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "align": "stretch",
+        "justify": "start",
+        "weight": 1,
+        "children": [
+          "cancelKpiLabel",
+          "cancelKpiValue",
+          "cancelKpiSub"
+        ]
+      },
+      {
+        "id": "cancelKpiLabel",
+        "component": "TextContent",
+        "text": "11. Cancellations today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "cancelKpiValue",
+        "component": "TextContent",
+        "text": "7 flights",
+        "size": "large-heavy"
+      },
+      {
+        "id": "cancelKpiSub",
+        "component": "TextContent",
+        "text": "3 weather • 2 maintenance • 2 crew",
+        "size": "small"
+      },
+      {
+        "id": "alertsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "delayedCallout",
+          "weatherAlert"
+        ]
+      },
+      {
+        "id": "delayedCallout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "3. Delayed flights called out",
+        "description": "DL204 ATL -> MSP delayed 35 min; DL518 ATL -> LAX delayed 62 min; DL1745 ATL -> MSY delayed 28 min. Monitor for misconnects and crew timeouts."
+      },
+      {
+        "id": "weatherAlert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "6. Weather advisories at the hub",
+        "description": "ATL: Thunderstorms 15:00-18:00 local, gusts to 35 kt, possible ground stop. Expect arrival delays, gate congestion, and reduced ramp speed."
+      },
+      {
+        "id": "operationsRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "justify": "start",
+        "wrap": true,
+        "children": [
+          "flightsCard",
+          "cancellationsCard"
+        ]
+      },
+      {
+        "id": "flightsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "align": "stretch",
+        "justify": "start",
+        "weight": 2,
+        "children": [
+          "flightsHeader",
+          "flightsTable"
+        ]
+      },
+      {
+        "id": "flightsHeader",
+        "component": "CardHeader",
+        "title": "2. Flights",
+        "subtitle": "Number, route, gate, and status for each tracked departure"
+      },
+      {
+        "id": "flightsTable",
+        "component": "Table",
+        "columns": [
+          "colFlight",
+          "colRoute
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..38374d362
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r2.txt
@@ -0,0 +1,217 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B4F72",
+        "agentDisplayName": "Hub Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "header",
+            "hub-selector-row",
+            "kpi-row",
+            "sep-1",
+            "flights-heading",
+            "flights-table",
+            "sep-2",
+            "alerts-heading",
+            "delay-alert",
+            "cancel-alert",
+            "weather-alert",
+            "sep-3",
+            "gate-heading",
+            "gate-changes-list",
+            "sep-4",
+            "crew-heading",
+            "crew-table",
+            "sep-5",
+            "connections-heading",
+            "connections-table",
+            "sep-6",
+            "rebook-row"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Hub Operations Desk",
+          "subtitle": "Real-time operational overview — ATL Hartsfield-Jackson"
+        },
+        {
+          "id": "hub-selector-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["hub-label", "hub-select"]
+        },
+        {
+          "id": "hub-label",
+          "component": "Label",
+          "text": "View Hub:"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "hub",
+          "value": "ATL",
+          "items": ["hub-opt-1", "hub-opt-2", "hub-opt-3", "hub-opt-4"]
+        },
+        { "id": "hub-opt-1", "component": "SelectItem", "value": "ATL", "label": "ATL — Hartsfield-Jackson" },
+        { "id": "hub-opt-2", "component": "SelectItem", "value": "ORD", "label": "ORD — O'Hare International" },
+        { "id": "hub-opt-3", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+        { "id": "hub-opt-4", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver International" },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["otp-card", "load-card", "turnaround-card"]
+        },
+        {
+          "id": "otp-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["otp-label", "otp-progress"]
+        },
+        { "id": "otp-label", "component": "Label", "text": "On-Time Performance Today" },
+        { "id": "otp-progress", "component": "Progress", "value": 78, "label": "78%" },
+        {
+          "id": "load-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["load-label", "load-progress"]
+        },
+        { "id": "load-label", "component": "Label", "text": "Avg Passenger Load Today" },
+        { "id": "load-progress", "component": "Progress", "value": 84, "label": "84%" },
+        {
+          "id": "turnaround-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["turnaround-label", "turnaround-value"]
+        },
+        { "id": "turnaround-label", "component": "Label", "text": "Avg Turnaround Time" },
+        { "id": "turnaround-value", "component": "TextContent", "text": "**42 min** (target: 45 min)", "size": "default" },
+        { "id": "sep-1", "component": "Separator" },
+        { "id": "flights-heading", "component": "Heading", "text": "Flight Board", "level": "h3" },
+        {
+          "id": "flights-table",
+          "component": "Table",
+          "columns": ["col-flight", "col-route", "col-gate", "col-status"]
+        },
+        { "id": "col-flight", "component": "Col", "label": "Flight", "data": ["DL 1421", "DL 887", "DL 2203", "DL 556", "DL 1094", "DL 3310", "DL 742", "DL 1988"] },
+        { "id": "col-route", "component": "Col", "label": "Route", "data": ["ATL → JFK", "ATL → LAX", "ATL → MIA", "ATL → ORD", "ATL → SFO", "ATL → BOS", "ATL → DTW", "ATL → MSP"] },
+        { "id": "col-gate", "component": "Col", "label": "Gate", "data": ["B12", "C4", "A22", "D18", "B7", "C11", "A3", "D25"] },
+        { "id": "col-status", "component": "Col", "label": "Status", "data": ["On Time", "Delayed 35 min", "Boarding", "On Time", "Delayed 50 min", "On Time", "Cancelled", "On Time"] },
+        { "id": "sep-2", "component": "Separator" },
+        { "id": "alerts-heading", "component": "Heading", "text": "Operational Alerts", "level": "h3" },
+        {
+          "id": "delay-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Delayed Flights (2)",
+          "description": "DL 887 (ATL→LAX) delayed 35 min — crew connection. DL 1094 (ATL→SFO) delayed 50 min — inbound aircraft late."
+        },
+        {
+          "id": "cancel-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Cancellations Today (1)",
+          "description": "DL 742 (ATL→DTW) cancelled — mechanical issue. 148 passengers affected. Rebooking in progress."
+        },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Weather Advisory — ATL",
+          "description": "Scattered thunderstorms expected 14:00–18:00 local. Gusts to 35 kt. Possible ground stops on west concourse. Monitor SWOOP for updates."
+        },
+        { "id": "sep-3", "component": "Separator" },
+        { "id": "gate-heading", "component": "Heading", "text": "Recent Gate Changes", "level": "h3" },
+        {
+          "id": "gate-changes-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["gc-1", "gc-2", "gc-3"]
+        },
+        { "id": "gc-1", "component": "ListItem", "title": "DL 887 → Gate C4 (was B19)", "subtitle": "Changed 12 min ago — ramp congestion" },
+        { "id": "gc-2", "component": "ListItem", "title": "DL 1094 → Gate B7 (was B14)", "subtitle": "Changed 28 min ago — inbound swap" },
+        { "id": "gc-3", "component": "ListItem", "title": "DL 3310 → Gate C11 (was C9)", "subtitle": "Changed 45 min ago — maintenance hold on C9" },
+        { "id": "sep-4", "component": "Separator" },
+        { "id": "crew-heading", "component": "Heading", "text": "Crews Available for Reassignment", "level": "h3" },
+        {
+          "id": "crew-table",
+          "component": "Table",
+          "columns": ["col-crew-name", "col-crew-type", "col-crew-base", "col-crew-avail"]
+        },
+        { "id": "col-crew-name", "component": "Col", "label": "Crew / ID", "data": ["Capt. R. Torres (88412)", "FO M. Chen (91034)", "FA Team Bravo (6 pax)", "Capt. J. Okafor (77201)", "FO L. Patel (83567)"] },
+        { "id": "col-crew-type", "component": "Col", "label": "Role", "data": ["Captain — B737", "First Officer — B737", "Flight Attendants", "Captain — A321", "First Officer — A321"] },
+        { "id": "col-crew-base", "component": "Col", "label": "Base", "data": ["ATL", "ATL", "ATL", "ATL", "ATL"] },
+        { "id": "col-crew-avail", "component": "Col", "label": "Available From", "data": ["Now", "Now", "Now", "14:30", "15:00"] },
+        { "id": "sep-5", "component": "Separator" },
+        { "id": "connections-heading", "component": "Heading", "text": "Connections at Risk", "level": "h3" },
+        {
+          "id": "connections-table",
+          "component": "Table",
+          "columns": ["col-conn-pax", "col-conn-inbound", "col-conn-outbound", "col-conn-gap"]
+        },
+        { "id": "col-conn-pax", "component": "Col", "label": "Passengers", "data": ["23 pax", "8 pax", "41 pax", "12 pax"] },
+        { "id": "col-conn-inbound", "component": "Col", "label": "Inbound Flight", "data": ["DL 556 (ORD)", "DL 887 (LAX)", "DL 1094 (SFO)", "DL 742 (DTW — CNX)"] },
+        { "id": "col-conn-outbound", "component": "Col", "label": "Connecting To", "data": ["DL 2203 (MIA)", "DL 1421 (JFK)", "DL 3310 (BOS)", "DL 1988 (MSP)"] },
+        { "id": "col-conn-gap", "component": "Col", "label": "Connection Time", "data": ["18 min (min 35)", "22 min (min 35)", "15 min (min 35)", "N/A — rebooking needed"] },
+        { "id": "sep-6", "component": "Separator" },
+        {
+          "id": "rebook-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["rebook-text", "rebook-btn"]
+        },
+        {
+          "id": "rebook-text",
+          "component": "TextContent",
+          "text": "**84 passengers** across 4 flights need rebooking due to delays and cancellations.",
+          "size": "default"
+        },
+        {
+          "id": "rebook-btn",
+          "component": "Button",
+          "label": "Open Rebooking Tool",
+          "variant": "primary",
+          "size": "large",
+          "action": [{"type": "openRebooking", "hub": "ATL"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..913452555
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r3.txt
@@ -0,0 +1,356 @@
+Here's a comprehensive airline hub operations desk covering all 12 items:
+
+<a2ui-json>
+[
+  {
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E3A5F",
+        "agentDisplayName": "Hub Operations Center"
+      }
+    },
+    "version": "v0.9"
+  },
+  {
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-row", "metrics-row", "weather-alert", "delay-callout", "flights-section", "gate-changes-section", "connections-section", "crews-section", "rebook-section"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header-row",
+          "component": "Card",
+          "children": ["header-title", "hub-selector-form"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "✈️ Hub Operations Desk — ATL (Atlanta Hartsfield-Jackson)",
+          "level": "h2"
+        },
+        {
+          "id": "hub-selector-form",
+          "component": "Form",
+          "name": "hub-selector",
+          "fields": ["hub-select-control"],
+          "buttons": "hub-switch-btn"
+        },
+        {
+          "id": "hub-select-control",
+          "component": "FormControl",
+          "label": "Switch Hub",
+          "input": "hub-select"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "hub",
+          "placeholder": "Select a hub…",
+          "value": "ATL",
+          "items": ["hub-atl", "hub-ord", "hub-dfw", "hub-den", "hub-lax", "hub-jfk"]
+        },
+        { "id": "hub-atl", "component": "SelectItem", "value": "ATL", "label": "ATL — Atlanta" },
+        { "id": "hub-ord", "component": "SelectItem", "value": "ORD", "label": "ORD — Chicago O'Hare" },
+        { "id": "hub-dfw", "component": "SelectItem", "value": "DFW", "label": "DFW — Dallas/Fort Worth" },
+        { "id": "hub-den", "component": "SelectItem", "value": "DEN", "label": "DEN — Denver" },
+        { "id": "hub-lax", "component": "SelectItem", "value": "LAX", "label": "LAX — Los Angeles" },
+        { "id": "hub-jfk", "component": "SelectItem", "value": "JFK", "label": "JFK — New York" },
+        {
+          "id": "hub-switch-btn",
+          "component": "Button",
+          "label": "Switch Hub",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-otp", "metric-load", "metric-cancellations", "metric-turnaround"],
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch"
+        },
+        {
+          "id": "metric-otp",
+          "component": "Card",
+          "children": ["otp-label", "otp-progress", "otp-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        { "id": "otp-label", "component": "Label", "text": "📊 On-Time Performance Today" },
+        { "id": "otp-progress", "component": "Progress", "value": 78.4, "label": "78.4% on-time" },
+        { "id": "otp-detail", "component": "TextContent", "text": "312 of 398 departures on time • Target: 85%", "size": "small" },
+        {
+          "id": "metric-load",
+          "component": "Card",
+          "children": ["load-label", "load-progress", "load-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        { "id": "load-label", "component": "Label", "text": "👥 Avg Passenger Load" },
+        { "id": "load-progress", "component": "Progress", "value": 84.2, "label": "84.2% load factor" },
+        { "id": "load-detail", "component": "TextContent", "text": "42,380 pax boarded • 186 avg/flight", "size": "small" },
+        {
+          "id": "metric-cancellations",
+          "component": "Card",
+          "children": ["cancel-label", "cancel-value", "cancel-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        { "id": "cancel-label", "component": "Label", "text": "🚫 Cancellations Today" },
+        { "id": "cancel-value", "component": "TextContent", "text": "7", "size": "large-heavy" },
+        { "id": "cancel-detail", "component": "TextContent", "text": "3 weather • 2 mechanical • 2 crew", "size": "small" },
+        {
+          "id": "metric-turnaround",
+          "component": "Card",
+          "children": ["turn-label", "turn-value", "turn-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        { "id": "turn-label", "component": "Label", "text": "⏱️ Avg Turnaround Time" },
+        { "id": "turn-value", "component": "TextContent", "text": "38 min", "size": "large-heavy" },
+        { "id": "turn-detail", "component": "TextContent", "text": "Target: 35 min • +3 min vs. yesterday", "size": "small" },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "title": "⛈️ Weather Advisory — ATL",
+          "description": "Convective SIGMET valid until 21:00Z. Scattered thunderstorms 25NM SW of field, moving NE at 20kt. Expect flow restrictions, possible ground stops on west-side runways. Visibility dropping to 3SM in heavy rain showers.",
+          "variant": "warning"
+        },
+        {
+          "id": "delay-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "🔴 14 Flights Currently Delayed",
+          "description": "Average delay: 47 min. Primary causes: weather (8), crew (3), maintenance (2), ATC flow (1). Longest delay: DL 1423 at 1h 52m."
+        },
+        {
+          "id": "flights-section",
+          "component": "Card",
+          "children": ["flights-header", "flights-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "flights-header", "component": "CardHeader", "title": "🛫 Flight Board — Next Departures", "subtitle": "Live status • Auto-refreshes every 60s" },
+        {
+          "id": "flights-table",
+          "component": "Table",
+          "columns": ["col-flight", "col-route", "col-gate", "col-status"]
+        },
+        {
+          "id": "col-flight",
+          "component": "Col",
+          "label": "Flight",
+          "data": ["DL 1423", "DL 0892", "DL 2210", "DL 0455", "DL 1877", "DL 3301", "DL 0644", "DL 2988", "DL 1102", "DL 0761"]
+        },
+        {
+          "id": "col-route",
+          "component": "Col",
+          "label": "Route",
+          "data": ["ATL → LAX", "ATL → JFK", "ATL → ORD", "ATL → MIA", "ATL → SEA", "ATL → BOS", "ATL → SFO", "ATL → MSP", "ATL → DTW", "ATL → PHX"]
+        },
+        {
+          "id": "col-gate",
+          "component": "Col",
+          "label": "Gate",
+          "data": ["B12", "A04", "C22", "D08", "B31", "A17", "C05", "D14", "B22", "A09"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["DELAYED 1h52m", "ON TIME", "DELAYED 34m", "BOARDING", "ON TIME", "DELAYED 22m", "ON TIME", "DELAYED 47m", "ON TIME", "CANCELLED"]
+        },
+        {
+          "id": "gate-changes-section",
+          "component": "Card",
+          "children": ["gate-header", "gate-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "gate-header", "component": "CardHeader", "title": "🔄 Recent Gate Changes", "subtitle": "Last 2 hours" },
+        {
+          "id": "gate-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["gate-1", "gate-2", "gate-3", "gate-4"]
+        },
+        { "id": "gate-1", "component": "ListItem", "title": "DL 1423: B07 → B12", "subtitle": "14:22 — Ramp congestion on B concourse" },
+        { "id": "gate-2", "component": "ListItem", "title": "DL 0892: A11 → A04", "subtitle": "13:58 — Aircraft swap (N338DN → N312US)" },
+        { "id": "gate-3", "component": "ListItem", "title": "DL 2988: D03 → D14", "subtitle": "13:41 — Gate occupied by inbound DL 0455" },
+        { "id": "gate-4", "component": "ListItem", "title": "DL 3301: C18 → C05", "subtitle": "13:15 — Maintenance hold on jet bridge C18" },
+        {
+          "id": "connections-section",
+          "component": "Card",
+          "children": ["conn-header", "conn-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "conn-header", "component": "CardHeader", "title": "⚠️ Connections at Risk", "subtitle": "Passengers likely to miss onward flights" },
+        {
+          "id": "conn-table",
+          "component": "Table",
+          "columns": ["col-inbound", "col-outbound", "col-pax", "col-buffer"]
+        },
+        {
+          "id": "col-inbound",
+          "component": "Col",
+          "label": "Inbound",
+          "data": ["DL 2210 (ORD)", "DL 1877 (SEA)", "DL 0644 (SFO)", "DL 1102 (DTW)", "DL 2988 (MSP)"]
+        },
+        {
+          "id": "col-outbound",
+          "component": "Col",
+          "label": "Missed Connection",
+          "data": ["DL 0455 → MIA", "DL 1423 → LAX", "DL 0892 → JFK", "DL 3301 → BOS", "DL 0761 → PHX"]
+        },
+        {
+          "id": "col-pax",
+          "component": "Col",
+          "label": "Pax Affected",
+          "data": ["34", "28", "19", "12", "8"]
+        },
+        {
+          "id": "col-buffer",
+          "component": "Col",
+          "label": "Time Buffer",
+          "data": ["-12 min", "-8 min", "-5 min", "-3 min", "+2 min (tight)"]
+        },
+        {
+          "id": "crews-section",
+          "component": "Card",
+          "children": ["crews-header", "crews-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "crews-header", "component": "CardHeader", "title": "👨‍✈️ Crews Available for Reassignment", "subtitle": "Standing by at crew lounge / reserve" },
+        {
+          "id": "crews-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["crew-1", "crew-2", "crew-3", "crew-4", "crew-5"]
+        },
+        { "id": "crew-1", "component": "ListItem", "title": "Capt. R. Martinez + FO J. Kim", "subtitle": "B737 rated • Legal until 23:40Z • Ready now" },
+        { "id": "crew-2", "component": "ListItem", "title": "Capt. S. Okafor + FO L. Chen", "subtitle": "A320 rated • Legal until 01:15Z • Ready now" },
+        { "id": "crew-3", "component": "ListItem", "title": "Capt. D. Patel + FO M. Torres", "subtitle": "B757/767 rated • Legal until 22:00Z • Ready in 20 min" },
+        { "id": "crew-4", "component": "ListItem", "title": "FA Team Alpha (6 pax)", "subtitle": "All aircraft • Legal until 00:30Z • Ready now" },
+        { "id": "crew-5", "component": "ListItem", "title": "FA Team Bravo (5 pax)", "subtitle": "All aircraft • Legal until 23:00Z • Ready in 15 min" },
+        {
+          "id": "rebook-section",
+          "component": "Card",
+          "children": ["rebook-header", "rebook-dialog"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "rebook-header", "component": "CardHeader", "title": "🎫 Passenger Rebooking", "subtitle": "Rebook passengers affected by delays or cancellations" },
+        {
+          "id": "rebook-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Open Rebooking Tool",
+          "title": "Rebook Affected Passengers",
+          "description": "Search and rebook passengers impacted by delays, cancellations, or missed connections.",
+          "triggerVariant": "default",
+          "content": ["rebook-form"]
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "rebook-form",
+          "fields": ["rebook-flight-control", "rebook-pax-control", "rebook-newflight-control", "rebook-priority-control"],
+          "buttons": "rebook-submit-btn"
+        },
+        {
+          "id": "rebook-flight-control",
+          "component": "FormControl",
+          "label": "Affected Flight",
+          "input": "rebook-flight-input",
+          "hint": "Flight number passengers are booked on"
+        },
+        { "id": "rebook-flight-input", "component": "Input", "name": "affected_flight", "placeholder": "e.g. DL 1423", "type": "text" },
+        {
+          "id": "rebook-pax-control",
+          "component": "FormControl",
+          "label": "Number of Passengers",
+          "input": "rebook-pax-input"
+        },
+        { "id": "rebook-pax-input", "component": "Input", "name": "pax_count", "placeholder": "e.g. 34", "type": "number" },
+        {
+          "id": "rebook-newflight-control",
+          "component": "FormControl",
+          "label": "Rebook Onto",
+          "input": "rebook-newflight-select",
+          "hint": "Available alternatives with open seats"
+        },
+        {
+          "id": "rebook-newflight-select",
+          "component": "Select",
+          "name": "new_flight",
+          "placeholder": "Select alternative flight…",
+          "items": ["rb-opt-1", "rb-opt-2", "rb-opt-3", "rb-opt-4"]
+        },
+        { "id": "rb-opt-1", "component": "SelectItem", "value": "DL1580", "label": "DL 1580 ATL→LAX 19:45 (42 seats open)" },
+        { "id": "rb-opt-2", "component": "SelectItem", "value": "DL2044", "label": "DL 2044 ATL→LAX 21:10 (67 seats open)" },
+        { "id": "rb-opt-3", "component": "SelectItem", "value": "DL0918", "label": "DL 0918 ATL→LAX 07:00+1 (112 seats open)" },
+        { "id": "rb-opt-4", "component": "SelectItem", "value": "UA1222", "label": "UA 1222 ATL→LAX 20:30 (18 seats open)" },
+        {
+          "id": "rebook-priority-control",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "rebook-priority-radio"
+        },
+        {
+          "id": "rebook-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "defaultValue": "standard",
+          "items": ["prio-1", "prio-2", "prio-3"]
+        },
+        { "id": "prio-1", "component": "RadioItem", "label": "Critical", "description": "Missed intl. connections, unaccompanied minors", "value": "critical" },
+        { "id": "prio-2", "component": "RadioItem", "label": "High", "description": "Missed domestic connections, premium cabin", "value": "high" },
+        { "id": "prio-3", "component": "RadioItem", "label": "Standard", "description": "General delay rebooking", "value": "standard" },
+        {
+          "id": "rebook-submit-btn",
+          "component": "Button",
+          "label": "Confirm Rebooking",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    },
+    "version": "v0.9"
+  }
+]
+</a2ui-json>
+
+This operations desk covers all 12 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | On-time performance | Progress bar showing 78.4% with target comparison |
+| 2 | Flight board | Table with flight #, route, gate, and status |
+| 3 | Delayed flights | Red callout banner with count, avg delay, and causes |
+| 4 | Gate changes | Numbered list with old→new gate, time, and reason |
+| 5 | Crews available | Numbered list with ratings, legality, and readiness |
+| 6 | Weather advisories | Warning alert with SIGMET details |
+| 7 | Avg passenger load | Progress bar at 84.2% with pax counts |
+| 8 | Connections at risk | Table showing inbound→outbound, pax affected, time buffer |
+| 9 | Rebook passengers | Dialog with form (flight, pax count, alt flight, priority) |
+| 10 | Switch hub | Dropdown selector with 6 hubs + switch button |
+| 11 | Cancellations | Metric card showing 7 cancellations with cause breakdown |
+| 12 | Avg turnaround | Metric card showing 38 min vs. 35 min target |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..c2d38f821
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-airline__r4.txt
@@ -0,0 +1,603 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hub-ops-desk",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B3A5C",
+        "agentDisplayName": "Hub Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hub-ops-desk",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "weather-alert", "delayed-callout", "flight-board-section", "gate-changes-section", "connections-section", "crew-section", "rebook-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-title", "hub-selector-form"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "✈️ ATL — Hartsfield-Jackson Operations Desk",
+          "level": "h1"
+        },
+        {
+          "id": "hub-selector-form",
+          "component": "Form",
+          "name": "hub-selector",
+          "fields": ["hub-select-control"],
+          "buttons": "hub-switch-btn"
+        },
+        {
+          "id": "hub-select-control",
+          "component": "FormControl",
+          "label": "Switch Hub",
+          "input": "hub-select"
+        },
+        {
+          "id": "hub-select",
+          "component": "Select",
+          "name": "hub",
+          "value": "ATL",
+          "items": ["hub-opt-atl", "hub-opt-ord", "hub-opt-dfw", "hub-opt-den", "hub-opt-lax"],
+          "size": "small"
+        },
+        {
+          "id": "hub-opt-atl",
+          "component": "SelectItem",
+          "value": "ATL",
+          "label": "ATL — Atlanta"
+        },
+        {
+          "id": "hub-opt-ord",
+          "component": "SelectItem",
+          "value": "ORD",
+          "label": "ORD — Chicago O'Hare"
+        },
+        {
+          "id": "hub-opt-dfw",
+          "component": "SelectItem",
+          "value": "DFW",
+          "label": "DFW — Dallas/Fort Worth"
+        },
+        {
+          "id": "hub-opt-den",
+          "component": "SelectItem",
+          "value": "DEN",
+          "label": "DEN — Denver"
+        },
+        {
+          "id": "hub-opt-lax",
+          "component": "SelectItem",
+          "value": "LAX",
+          "label": "LAX — Los Angeles"
+        },
+        {
+          "id": "hub-switch-btn",
+          "component": "Buttons",
+          "buttons": ["hub-switch-button"],
+          "direction": "row"
+        },
+        {
+          "id": "hub-switch-button",
+          "component": "Button",
+          "label": "Switch Hub",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-otp", "metric-load", "metric-cancels", "metric-turnaround"],
+          "direction": "row",
+          "gap": "m",
+          "align": "stretch"
+        },
+        {
+          "id": "metric-otp",
+          "component": "Card",
+          "children": ["otp-label", "otp-progress", "otp-detail"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "otp-label",
+          "component": "Heading",
+          "text": "On-Time Performance",
+          "level": "h4"
+        },
+        {
+          "id": "otp-progress",
+          "component": "Progress",
+          "value": 78.4,
+          "label": "78.4% on-time today"
+        },
+        {
+          "id": "otp-detail",
+          "component": "TextContent",
+          "text": "Target: 85% · 312 of 398 departures on time",
+          "size": "small"
+        },
+        {
+          "id": "metric-load",
+          "component": "Card",
+          "children": ["load-label", "load-progress", "load-detail"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "load-label",
+          "component": "Heading",
+          "text": "Avg Passenger Load",
+          "level": "h4"
+        },
+        {
+          "id": "load-progress",
+          "component": "Progress",
+          "value": 84.2,
+          "label": "84.2% average load factor"
+        },
+        {
+          "id": "load-detail",
+          "component": "TextContent",
+          "text": "42,180 pax boarded · 50,094 seats offered",
+          "size": "small"
+        },
+        {
+          "id": "metric-cancels",
+          "component": "Card",
+          "children": ["cancel-label", "cancel-value", "cancel-detail"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "cancel-label",
+          "component": "Heading",
+          "text": "Cancellations Today",
+          "level": "h4"
+        },
+        {
+          "id": "cancel-value",
+          "component": "TextContent",
+          "text": "**7 flights**",
+          "size": "large"
+        },
+        {
+          "id": "cancel-detail",
+          "component": "TextContent",
+          "text": "3 weather · 2 mechanical · 2 crew",
+          "size": "small"
+        },
+        {
+          "id": "metric-turnaround",
+          "component": "Card",
+          "children": ["turn-label", "turn-value", "turn-detail"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "turn-label",
+          "component": "Heading",
+          "text": "Avg Turnaround Time",
+          "level": "h4"
+        },
+        {
+          "id": "turn-value",
+          "component": "TextContent",
+          "text": "**38 min**",
+          "size": "large"
+        },
+        {
+          "id": "turn-detail",
+          "component": "TextContent",
+          "text": "Target: 35 min · +3 min vs. plan",
+          "size": "small"
+        },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "⛈️ Weather Advisory — ATL",
+          "description": "Convective SIGMET valid until 21:00Z. Scattered thunderstorms 25NM SW moving NE at 20kt. Expect 20–35 min delays on west-side departures. Wind shear possible RWY 27R/27L."
+        },
+        {
+          "id": "delayed-callout",
+          "component": "Callout",
+          "variant": "error",
+          "title": "14 Flights Currently Delayed",
+          "description": "6 departures delayed >30 min due to convective weather on west flow. 4 arrivals holding. 4 departures delayed for crew connections. See flight board below for details."
+        },
+        {
+          "id": "flight-board-section",
+          "component": "Card",
+          "children": ["flight-board-header", "flight-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "flight-board-header",
+          "component": "CardHeader",
+          "title": "Flight Board — Next 3 Hours",
+          "subtitle": "Sorted by scheduled departure time"
+        },
+        {
+          "id": "flight-table",
+          "component": "Table",
+          "columns": ["col-flight", "col-route", "col-gate", "col-status"]
+        },
+        {
+          "id": "col-flight",
+          "component": "Col",
+          "label": "Flight",
+          "data": ["DL 482", "DL 1107", "DL 2214", "DL 318", "DL 956", "DL 1742", "DL 634", "DL 2089", "DL 1501", "DL 873", "DL 445", "DL 1930"]
+        },
+        {
+          "id": "col-route",
+          "component": "Col",
+          "label": "Route",
+          "data": ["ATL → LAX", "ATL → ORD", "ATL → MIA", "ATL → JFK", "ATL → DEN", "ATL → SFO", "ATL → BOS", "ATL → DFW", "ATL → SEA", "ATL → MSP", "ATL → PHX", "ATL → IAD"]
+        },
+        {
+          "id": "col-gate",
+          "component": "Col",
+          "label": "Gate",
+          "data": ["B12", "C4", "A22", "D31", "B7", "C18", "A9", "D14", "B25", "C11", "A3", "D2"]
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["On Time", "Delayed +35", "On Time", "Delayed +20", "On Time", "Delayed +45", "On Time", "On Time", "Delayed +30", "On Time", "Cancelled", "On Time"]
+        },
+        {
+          "id": "gate-changes-section",
+          "component": "Card",
+          "children": ["gate-changes-header", "gate-changes-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "gate-changes-header",
+          "component": "CardHeader",
+          "title": "Recent Gate Changes",
+          "subtitle": "Last 2 hours"
+        },
+        {
+          "id": "gate-changes-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["gc-1", "gc-2", "gc-3", "gc-4"]
+        },
+        {
+          "id": "gc-1",
+          "component": "ListItem",
+          "title": "DL 2214 → Gate A22 (was A18)",
+          "subtitle": "Changed 14:32 · Reason: Aircraft swap (A321 → A319)"
+        },
+        {
+          "id": "gc-2",
+          "component": "ListItem",
+          "title": "DL 956 → Gate B7 (was B14)",
+          "subtitle": "Changed 14:18 · Reason: West-side weather flow change"
+        },
+        {
+          "id": "gc-3",
+          "component": "ListItem",
+          "title": "DL 634 → Gate A9 (was A5)",
+          "subtitle": "Changed 13:55 · Reason: Gate A5 maintenance closure"
+        },
+        {
+          "id": "gc-4",
+          "component": "ListItem",
+          "title": "DL 1501 → Gate B25 (was B22)",
+          "subtitle": "Changed 13:40 · Reason: Inbound aircraft delay, gate conflict"
+        },
+        {
+          "id": "connections-section",
+          "component": "Card",
+          "children": ["connections-header", "connections-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "connections-header",
+          "component": "CardHeader",
+          "title": "⚠️ Connections at Risk",
+          "subtitle": "Passengers with <20 min connection time due to delays"
+        },
+        {
+          "id": "connections-table",
+          "component": "Table",
+          "columns": ["conn-col-pax", "conn-col-inbound", "conn-col-outbound", "conn-col-time", "conn-col-paxcount"]
+        },
+        {
+          "id": "conn-col-pax",
+          "component": "Col",
+          "label": "Inbound Flight",
+          "data": ["DL 891 from MCO", "DL 1204 from FLL", "DL 467 from TPA", "DL 2390 from BNA", "DL 782 from RDU"]
+        },
+        {
+          "id": "conn-col-inbound",
+          "component": "Col",
+          "label": "Outbound Flight",
+          "data": ["DL 482 to LAX", "DL 956 to DEN", "DL 2089 to DFW", "DL 318 to JFK", "DL 1742 to SFO"]
+        },
+        {
+          "id": "conn-col-outbound",
+          "component": "Col",
+          "label": "Conn. Time",
+          "data": ["12 min", "15 min", "18 min", "14 min", "17 min"]
+        },
+        {
+          "id": "conn-col-time",
+          "component": "Col",
+          "label": "Pax at Risk",
+          "data": ["34", "22", "18", "41", "12"]
+        },
+        {
+          "id": "conn-col-paxcount",
+          "component": "Col",
+          "label": "Risk Level",
+          "data": ["Critical", "High", "High", "Critical", "Medium"]
+        },
+        {
+          "id": "crew-section",
+          "component": "Card",
+          "children": ["crew-header", "crew-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "crew-header",
+          "component": "CardHeader",
+          "title": "Crews Available for Reassignment",
+          "subtitle": "Reserve crews on duty at ATL"
+        },
+        {
+          "id": "crew-table",
+          "component": "Table",
+          "columns": ["crew-col-id", "crew-col-type", "crew-col-rating", "crew-col-status", "crew-col-duty"]
+        },
+        {
+          "id": "crew-col-id",
+          "component": "Col",
+          "label": "Crew ID",
+          "data": ["R-4412", "R-4418", "R-4425", "R-4431", "R-4437", "R-4440"]
+        },
+        {
+          "id": "crew-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Full Crew (3)", "Full Crew (3)", "Full Crew (2)", "Single Pilot", "Full Crew (3)", "Single FA"]
+        },
+        {
+          "id": "crew-col-rating",
+          "component": "Col",
+          "label": "Aircraft",
+          "data": ["A321/A320", "B757/B767", "A319/A320", "A321", "B737-800", "All narrow-body"]
+        },
+        {
+          "id": "crew-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Ready Now", "Ready Now", "Ready in 45 min", "Ready Now", "Ready in 30 min", "Ready Now"]
+        },
+        {
+          "id": "crew-col-duty",
+          "component": "Col",
+          "label": "Duty Remaining",
+          "data": ["9h 20m", "7h 45m", "10h 05m", "6h 30m", "8h 50m", "11h 15m"]
+        },
+        {
+          "id": "rebook-section",
+          "component": "Card",
+          "children": ["rebook-header", "rebook-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "rebook-header",
+          "component": "CardHeader",
+          "title": "Rebook Affected Passengers",
+          "subtitle": "Initiate rebooking for delayed or cancelled flights"
+        },
+        {
+          "id": "rebook-form",
+          "component": "Form",
+          "name": "rebook-form",
+          "fields": ["rebook-flight-control", "rebook-reason-control", "rebook-priority-control", "rebook-notes-control"],
+          "buttons": "rebook-buttons"
+        },
+        {
+          "id": "rebook-flight-control",
+          "component": "FormControl",
+          "label": "Affected Flight",
+          "input": "rebook-flight-select",
+          "hint": "Select the delayed or cancelled flight"
+        },
+        {
+          "id": "rebook-flight-select",
+          "component": "Select",
+          "name": "affected_flight",
+          "placeholder": "Select flight...",
+          "items": ["rf-1", "rf-2", "rf-3", "rf-4", "rf-5"]
+        },
+        {
+          "id": "rf-1",
+          "component": "SelectItem",
+          "value": "DL482",
+          "label": "DL 482 — ATL→LAX (Delayed +35)"
+        },
+        {
+          "id": "rf-2",
+          "component": "SelectItem",
+          "value": "DL956",
+          "label": "DL 956 — ATL→DEN (Delayed +45)"
+        },
+        {
+          "id": "rf-3",
+          "component": "SelectItem",
+          "value": "DL1501",
+          "label": "DL 1501 — ATL→SEA (Delayed +30)"
+        },
+        {
+          "id": "rf-4",
+          "component": "SelectItem",
+          "value": "DL445",
+          "label": "DL 445 — ATL→PHX (Cancelled)"
+        },
+        {
+          "id": "rf-5",
+          "component": "SelectItem",
+          "value": "DL1107",
+          "label": "DL 1107 — ATL→ORD (Delayed +35)"
+        },
+        {
+          "id": "rebook-reason-control",
+          "component": "FormControl",
+          "label": "Rebooking Reason",
+          "input": "rebook-reason-select"
+        },
+        {
+          "id": "rebook-reason-select",
+          "component": "Select",
+          "name": "reason",
+          "placeholder": "Select reason...",
+          "items": ["rr-1", "rr-2", "rr-3", "rr-4"]
+        },
+        {
+          "id": "rr-1",
+          "component": "SelectItem",
+          "value": "weather",
+          "label": "Weather delay"
+        },
+        {
+          "id": "rr-2",
+          "component": "SelectItem",
+          "value": "mechanical",
+          "label": "Mechanical issue"
+        },
+        {
+          "id": "rr-3",
+          "component": "SelectItem",
+          "value": "crew",
+          "label": "Crew unavailability"
+        },
+        {
+          "id": "rr-4",
+          "component": "SelectItem",
+          "value": "missed-conn",
+          "label": "Missed connection"
+        },
+        {
+          "id": "rebook-priority-control",
+          "component": "FormControl",
+          "label": "Passenger Priority",
+          "input": "rebook-priority-radio",
+          "hint": "Determines rebooking queue order"
+        },
+        {
+          "id": "rebook-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["rp-1", "rp-2", "rp-3"],
+          "defaultValue": "all"
+        },
+        {
+          "id": "rp-1",
+          "component": "RadioItem",
+          "label": "All passengers",
+          "description": "Rebook everyone on the flight",
+          "value": "all"
+        },
+        {
+          "id": "rp-2",
+          "component": "RadioItem",
+          "label": "Connections only",
+          "description": "Only passengers with onward connections",
+          "value": "connections"
+        },
+        {
+          "id": "rp-3",
+          "component": "RadioItem",
+          "label": "Premium + Connections",
+          "description": "First/Business class and connecting passengers first",
+          "value": "premium"
+        },
+        {
+          "id": "rebook-notes-control",
+          "component": "FormControl",
+          "label": "Ops Notes (optional)",
+          "input": "rebook-notes-input"
+        },
+        {
+          "id": "rebook-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "e.g., Coordinate with DL 2089 for through-check baggage...",
+          "rows": 3
+        },
+        {
+          "id": "rebook-buttons",
+          "component": "Buttons",
+          "buttons": ["rebook-submit-btn", "rebook-preview-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "rebook-submit-btn",
+          "component": "Button",
+          "label": "Initiate Rebooking",
+          "variant": "primary"
+        },
+        {
+          "id": "rebook-preview-btn",
+          "component": "Button",
+          "label": "Preview Affected Pax",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **ATL Hub Operations Desk** — a single consolidated screen covering all 12 items:
+
+| # | Requirement | Where it lives |
+|---|---|---|
+| 1 | On-time performance | Top metrics card — 78.4% with progress bar |
+| 2 | Flight board | Full table with flight #, route, gate, status |
+| 3 | Delayed flights callout | Red callout banner summarizing 14 delays |
+| 4 | Gate changes | Numbered list with reasons and timestamps |
+| 5 | Crews available | Table with crew ID, aircraft type, readiness, duty time |
+| 6 | Weather advisories | Warning alert with SIGMET details |
+| 7 | Avg passenger load | Metrics card — 84.2% load factor |
+| 8 | Connections at risk | Table showing inbound→outbound, time remaining, pax count |
+| 9 | Rebook passengers | Full form with flight selector, reason, priority, and submit |
+| 10 | Switch hub | Dropdown selector in the header (ATL/ORD/DFW/DEN/LAX) |
+| 11 | Cancellations | Metrics card — 7 cancellations with breakdown |
+| 12 | Avg turnaround time | Metrics card — 38 min vs. 35 min target |
+
+The layout flows top-down from KPIs → alerts → operational detail → action, mirroring how an ops controller would triage. Let me know if you'd like to adjust any section, add drill-downs, or change the visual density.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..bda971f9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r1.txt
@@ -0,0 +1,736 @@
+Here's a comprehensive personal banking home screen covering all 11 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "MyBank"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "balances-row", "sep1", "mid-row", "sep2", "transactions-card", "spending-card", "bills-card", "sep3", "actions-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Welcome back, Alex",
+          "subtitle": "Here's your financial overview for June 2025"
+        },
+        {
+          "id": "balances-row",
+          "component": "Card",
+          "children": ["checking-card", "savings-card", "credit-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "checking-card",
+          "component": "Card",
+          "children": ["checking-label", "checking-balance"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "checking-label",
+          "component": "TextContent",
+          "text": "**Checking** ••4821",
+          "size": "small"
+        },
+        {
+          "id": "checking-balance",
+          "component": "TextContent",
+          "text": "$4,285.63",
+          "size": "large-heavy"
+        },
+        {
+          "id": "savings-card",
+          "component": "Card",
+          "children": ["savings-label", "savings-balance"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "savings-label",
+          "component": "TextContent",
+          "text": "**Savings** ••7390",
+          "size": "small"
+        },
+        {
+          "id": "savings-balance",
+          "component": "TextContent",
+          "text": "$18,450.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "credit-card",
+          "component": "Card",
+          "children": ["credit-label", "credit-balance"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "credit-label",
+          "component": "TextContent",
+          "text": "**Credit Card** ••5512",
+          "size": "small"
+        },
+        {
+          "id": "credit-balance",
+          "component": "TextContent",
+          "text": "-$1,247.89",
+          "size": "large-heavy"
+        },
+        {
+          "id": "sep1",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "mid-row",
+          "component": "Card",
+          "children": ["credit-score-card", "vacation-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "credit-score-card",
+          "component": "Card",
+          "children": ["cs-title", "cs-chart", "cs-note"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "cs-title",
+          "component": "TextContent",
+          "text": "**Credit Score**",
+          "size": "small"
+        },
+        {
+          "id": "cs-chart",
+          "component": "RadialChart",
+          "labels": ["Score"],
+          "values": [742]
+        },
+        {
+          "id": "cs-note",
+          "component": "Tag",
+          "text": "Good • +12 pts this month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "vacation-card",
+          "component": "Card",
+          "children": ["vac-title", "vac-progress", "vac-detail"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "vac-title",
+          "component": "TextContent",
+          "text": "**Vacation Goal** 🏖️",
+          "size": "small"
+        },
+        {
+          "id": "vac-progress",
+          "component": "Progress",
+          "value": 68,
+          "label": "$3,400 of $5,000"
+        },
+        {
+          "id": "vac-detail",
+          "component": "TextContent",
+          "text": "On track to reach goal by **September 2025**",
+          "size": "small"
+        },
+        {
+          "id": "sep2",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "transactions-card",
+          "component": "Card",
+          "children": ["txn-header", "txn-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "txn-header",
+          "component": "TextContent",
+          "text": "**Recent Transactions**",
+          "size": "default"
+        },
+        {
+          "id": "txn-table",
+          "component": "Table",
+          "columns": ["txn-col-date", "txn-col-merchant", "txn-col-category", "txn-col-amount"]
+        },
+        {
+          "id": "txn-col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jun 14", "Jun 13", "Jun 12", "Jun 11", "Jun 10", "Jun 9"],
+          "type": "string"
+        },
+        {
+          "id": "txn-col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "data": ["Whole Foods", "Netflix", "Shell Gas", "Amazon", "Starbucks", "Uber"],
+          "type": "string"
+        },
+        {
+          "id": "txn-col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Groceries", "Entertainment", "Transport", "Shopping", "Dining", "Transport"],
+          "type": "string"
+        },
+        {
+          "id": "txn-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["-$84.32", "-$15.99", "-$52.10", "-$37.45", "-$6.75", "-$23.50"],
+          "type": "string"
+        },
+        {
+          "id": "spending-card",
+          "component": "Card",
+          "children": ["spend-header", "spend-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "spend-header",
+          "component": "TextContent",
+          "text": "**Spending by Category — June 2025**",
+          "size": "default"
+        },
+        {
+          "id": "spend-chart",
+          "component": "PieChart",
+          "labels": ["Groceries", "Dining", "Transport", "Shopping", "Entertainment", "Utilities"],
+          "values": [420, 285, 195, 310, 145, 175],
+          "variant": "donut"
+        },
+        {
+          "id": "bills-card",
+          "component": "Card",
+          "children": ["bills-header", "bills-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "bills-header",
+          "component": "TextContent",
+          "text": "**Bills Due Soon**",
+          "size": "default"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "items": ["bill-1", "bill-2", "bill-3", "bill-4"],
+          "variant": "number"
+        },
+        {
+          "id": "bill-1",
+          "component": "ListItem",
+          "title": "Electric Bill — $127.40",
+          "subtitle": "Due Jun 18 • Auto-pay ON",
+          "actionLabel": "Pay Now"
+        },
+        {
+          "id": "bill-2",
+          "component": "ListItem",
+          "title": "Internet — $79.99",
+          "subtitle": "Due Jun 20 • Auto-pay ON",
+          "actionLabel": "Pay Now"
+        },
+        {
+          "id": "bill-3",
+          "component": "ListItem",
+          "title": "Car Insurance — $156.00",
+          "subtitle": "Due Jun 22 • Auto-pay OFF",
+          "actionLabel": "Pay Now"
+        },
+        {
+          "id": "bill-4",
+          "component": "ListItem",
+          "title": "Credit Card Min. Payment — $35.00",
+          "subtitle": "Due Jun 25 • Auto-pay ON",
+          "actionLabel": "Pay Now"
+        },
+        {
+          "id": "sep3",
+          "component": "Separator",
+          "orientation": "horizontal"
+        },
+        {
+          "id": "actions-tabs",
+          "component": "Tabs",
+          "items": ["tab-transfer", "tab-freeze", "tab-statement", "tab-alerts", "tab-dispute"]
+        },
+        {
+          "id": "tab-transfer",
+          "component": "TabItem",
+          "value": "transfer",
+          "trigger": "💸 Transfer",
+          "content": ["transfer-form"]
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transfer-money",
+          "fields": ["fc-from", "fc-to", "fc-amount"],
+          "buttons": "transfer-btns"
+        },
+        {
+          "id": "fc-from",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "select-from"
+        },
+        {
+          "id": "select-from",
+          "component": "Select",
+          "name": "from_account",
+          "placeholder": "Select source account",
+          "items": ["opt-checking", "opt-savings"]
+        },
+        {
+          "id": "opt-checking",
+          "component": "SelectItem",
+          "value": "checking-4821",
+          "label": "Checking ••4821 ($4,285.63)"
+        },
+        {
+          "id": "opt-savings",
+          "component": "SelectItem",
+          "value": "savings-7390",
+          "label": "Savings ••7390 ($18,450.00)"
+        },
+        {
+          "id": "fc-to",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "select-to"
+        },
+        {
+          "id": "select-to",
+          "component": "Select",
+          "name": "to_account",
+          "placeholder": "Select destination account",
+          "items": ["opt-to-checking", "opt-to-savings"]
+        },
+        {
+          "id": "opt-to-checking",
+          "component": "SelectItem",
+          "value": "checking-4821",
+          "label": "Checking ••4821"
+        },
+        {
+          "id": "opt-to-savings",
+          "component": "SelectItem",
+          "value": "savings-7390",
+          "label": "Savings ••7390"
+        },
+        {
+          "id": "fc-amount",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "input-amount",
+          "hint": "Enter the amount you'd like to transfer"
+        },
+        {
+          "id": "input-amount",
+          "component": "Input",
+          "name": "transfer_amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-btns",
+          "component": "Buttons",
+          "buttons": ["btn-transfer"]
+        },
+        {
+          "id": "btn-transfer",
+          "component": "Button",
+          "label": "Transfer Money",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "tab-freeze",
+          "component": "TabItem",
+          "value": "freeze",
+          "trigger": "🔒 Freeze Card",
+          "content": ["freeze-content"]
+        },
+        {
+          "id": "freeze-content",
+          "component": "Card",
+          "children": ["freeze-desc", "freeze-alert", "freeze-btn"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "freeze-desc",
+          "component": "TextContent",
+          "text": "Freezing your credit line will immediately block all new purchases and cash advances on your credit card ••5512. Recurring payments will also be declined until unfrozen.",
+          "size": "small"
+        },
+        {
+          "id": "freeze-alert",
+          "component": "Alert",
+          "title": "Card is currently ACTIVE",
+          "description": "Your credit line is open and accepting transactions.",
+          "variant": "info"
+        },
+        {
+          "id": "freeze-btn",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "❄️ Freeze Credit Line",
+          "title": "Freeze Credit Line?",
+          "description": "This will immediately block all new transactions on card ••5512. You can unfreeze it at any time.",
+          "confirmLabel": "Yes, Freeze It",
+          "cancelLabel": "Cancel",
+          "triggerVariant": "destructive"
+        },
+        {
+          "id": "tab-statement",
+          "component": "TabItem",
+          "value": "statement",
+          "trigger": "📄 Statements",
+          "content": ["statement-content"]
+        },
+        {
+          "id": "statement-content",
+          "component": "Card",
+          "children": ["stmt-desc", "fc-period", "stmt-btns"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "stmt-desc",
+          "component": "TextContent",
+          "text": "Select a statement period to view or download your account statement.",
+          "size": "small"
+        },
+        {
+          "id": "fc-period",
+          "component": "FormControl",
+          "label": "Statement Period",
+          "input": "select-period"
+        },
+        {
+          "id": "select-period",
+          "component": "Select",
+          "name": "statement_period",
+          "placeholder": "Choose a period",
+          "items": ["period-1", "period-2", "period-3", "period-4", "period-5", "period-6"]
+        },
+        {
+          "id": "period-1",
+          "component": "SelectItem",
+          "value": "jun-2025",
+          "label": "June 2025 (Current)"
+        },
+        {
+          "id": "period-2",
+          "component": "SelectItem",
+          "value": "may-2025",
+          "label": "May 2025"
+        },
+        {
+          "id": "period-3",
+          "component": "SelectItem",
+          "value": "apr-2025",
+          "label": "April 2025"
+        },
+        {
+          "id": "period-4",
+          "component": "SelectItem",
+          "value": "mar-2025",
+          "label": "March 2025"
+        },
+        {
+          "id": "period-5",
+          "component": "SelectItem",
+          "value": "feb-2025",
+          "label": "February 2025"
+        },
+        {
+          "id": "period-6",
+          "component": "SelectItem",
+          "value": "jan-2025",
+          "label": "January 2025"
+        },
+        {
+          "id": "stmt-btns",
+          "component": "Buttons",
+          "buttons": ["btn-view-stmt", "btn-download-stmt"]
+        },
+        {
+          "id": "btn-view-stmt",
+          "component": "Button",
+          "label": "View Statement",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-download-stmt",
+          "component": "Button",
+          "label": "Download PDF",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "tab-alerts",
+          "component": "TabItem",
+          "value": "alerts",
+          "trigger": "🔔 Alerts",
+          "content": ["alerts-content"]
+        },
+        {
+          "id": "alerts-content",
+          "component": "Card",
+          "children": ["alerts-desc", "alerts-switches"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "alerts-desc",
+          "component": "TextContent",
+          "text": "Choose which events should trigger push notifications or email alerts.",
+          "size": "small"
+        },
+        {
+          "id": "alerts-switches",
+          "component": "SwitchGroup",
+          "name": "alert_preferences",
+          "items": ["sw-large-txn", "sw-low-balance", "sw-bill-due", "sw-suspicious", "sw-payroll", "sw-credit-change"],
+          "variant": "card"
+        },
+        {
+          "id": "sw-large-txn",
+          "component": "SwitchItem",
+          "name": "large_transaction",
+          "label": "Large Transactions",
+          "description": "Alert when a purchase exceeds $200",
+          "defaultChecked": true
+        },
+        {
+          "id": "sw-low-balance",
+          "component": "SwitchItem",
+          "name": "low_balance",
+          "label": "Low Balance Warning",
+          "description": "Alert when checking drops below $500",
+          "defaultChecked": true
+        },
+        {
+          "id": "sw-bill-due",
+          "component": "SwitchItem",
+          "name": "bill_due",
+          "label": "Bill Due Reminders",
+          "description": "Remind me 3 days before a bill is due",
+          "defaultChecked": true
+        },
+        {
+          "id": "sw-suspicious",
+          "component": "SwitchItem",
+          "name": "suspicious_activity",
+          "label": "Suspicious Activity",
+          "description": "Alert on unusual or potentially fraudulent transactions",
+          "defaultChecked": true
+        },
+        {
+          "id": "sw-payroll",
+          "component": "SwitchItem",
+          "name": "payroll_deposit",
+          "label": "Payroll Deposits",
+          "description": "Notify when a direct deposit is received",
+          "defaultChecked": false
+        },
+        {
+          "id": "sw-credit-change",
+          "component": "SwitchItem",
+          "name": "credit_score_change",
+          "label": "Credit Score Changes",
+          "description": "Alert when your credit score changes by 10+ points",
+          "defaultChecked": false
+        },
+        {
+          "id": "tab-dispute",
+          "component": "TabItem",
+          "value": "dispute",
+          "trigger": "⚠️ Dispute",
+          "content": ["dispute-form"]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "dispute-transaction",
+          "fields": ["fc-dispute-txn", "fc-dispute-reason", "fc-dispute-details"],
+          "buttons": "dispute-btns"
+        },
+        {
+          "id": "fc-dispute-txn",
+          "component": "FormControl",
+          "label": "Transaction to Dispute",
+          "input": "select-dispute-txn"
+        },
+        {
+          "id": "select-dispute-txn",
+          "component": "Select",
+          "name": "dispute_transaction",
+          "placeholder": "Select the transaction",
+          "items": ["dt-1", "dt-2", "dt-3", "dt-4", "dt-5", "dt-6"]
+        },
+        {
+          "id": "dt-1",
+          "component": "SelectItem",
+          "value": "txn-001",
+          "label": "Whole Foods — $84.32 (Jun 14)"
+        },
+        {
+          "id": "dt-2",
+          "component": "SelectItem",
+          "value": "txn-002",
+          "label": "Netflix — $15.99 (Jun 13)"
+        },
+        {
+          "id": "dt-3",
+          "component": "SelectItem",
+          "value": "txn-003",
+          "label": "Shell Gas — $52.10 (Jun 12)"
+        },
+        {
+          "id": "dt-4",
+          "component": "SelectItem",
+          "value": "txn-004",
+          "label": "Amazon — $37.45 (Jun 11)"
+        },
+        {
+          "id": "dt-5",
+          "component": "SelectItem",
+          "value": "txn-005",
+          "label": "Starbucks — $6.75 (Jun 10)"
+        },
+        {
+          "id": "dt-6",
+          "component": "SelectItem",
+          "value": "txn-006",
+          "label": "Uber — $23.50 (Jun 9)"
+        },
+        {
+          "id": "fc-dispute-reason",
+          "component": "FormControl",
+          "label": "Reason for Dispute",
+          "input": "select-reason"
+        },
+        {
+          "id": "select-reason",
+          "component": "Select",
+          "name": "dispute_reason",
+          "placeholder": "Select a reason",
+          "items": ["reason-1", "reason-2", "reason-3", "reason-4"]
+        },
+        {
+          "id": "reason-1",
+          "component": "SelectItem",
+          "value": "unauthorized",
+          "label": "Unauthorized / Fraudulent charge"
+        },
+        {
+          "id": "reason-2",
+          "component": "SelectItem",
+          "value": "duplicate",
+          "label": "Duplicate charge"
+        },
+        {
+          "id": "reason-3",
+          "component": "SelectItem",
+          "value": "wrong-amount",
+          "label": "Incorrect amount"
+        },
+        {
+          "id": "reason-4",
+          "component": "SelectItem",
+          "value": "not-received",
+          "label": "Goods/services not received"
+        },
+        {
+          "id": "fc-dispute-details",
+          "component": "FormControl",
+          "label": "Additional Details",
+          "input": "textarea-details",
+          "hint": "Provide any extra context to help us investigate"
+        },
+        {
+          "id": "textarea-details",
+          "component": "TextArea",
+          "name": "dispute_details",
+          "placeholder": "Describe what happened...",
+          "rows": 4
+        },
+        {
+          "id": "dispute-btns",
+          "component": "Buttons",
+          "buttons": ["btn-submit-dispute"]
+        },
+        {
+          "id": "btn-submit-dispute",
+          "component": "Button",
+          "label": "Submit Dispute",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen banking dashboard covers all 11 requirements:
+
+| # | Feature | Implementation |
+|---|---------|---------------|
+| 1 | **Balances** | Three side-by-side cards showing Checking, Savings, and Credit Card balances |
+| 2 | **Recent Transactions** | A table with date, merchant, category, and amount columns |
+| 3 | **Spending Split** | Donut chart breaking down June spending across 6 categories |
+| 4 | **Bills Due Soon** | Numbered list with amounts, due dates, auto-pay status, and "Pay Now" actions |
+| 5 | **Vacation Goal** | Progress bar showing $3,400/$5,000 (68%) with an ETA |
+| 6 | **Credit Score** | Radial chart displaying 742 with a "+12 pts" badge |
+| 7 | **Transfer Money** | Form with From/To account selectors and an amount input |
+| 8 | **Freeze Credit** | Confirmation dialog with a destructive button to freeze card ••5512 |
+| 9 | **Statement Period** | Dropdown to pick a month, plus View/Download buttons |
+| 10 | **Alert Triggers** | Six toggle switches for customizable notification preferences |
+| 11 | **Dispute Transaction** | Full form with transaction picker, reason selector, and details textarea |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..cc4a4b744
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r2.txt
@@ -0,0 +1,716 @@
+
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "banking-home",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A6B4A",
+        "agentDisplayName": "MyBank"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "banking-home",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["main-heading", "balances-row", "separator-1", "transactions-section", "separator-2", "spending-section", "separator-3", "bills-section", "separator-4", "goal-section", "separator-5", "credit-score-section", "separator-6", "transfer-section", "separator-7", "freeze-section", "separator-8", "statement-section", "separator-9", "alerts-section", "separator-10", "dispute-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "main-heading",
+          "component": "Heading",
+          "text": "My Banking Dashboard",
+          "level": "h1"
+        },
+        {
+          "id": "balances-row",
+          "component": "Card",
+          "children": ["balance-checking", "balance-savings", "balance-credit"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "balance-checking",
+          "component": "Card",
+          "children": ["balance-checking-label", "balance-checking-amount"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "balance-checking-label",
+          "component": "TextContent",
+          "text": "Checking",
+          "size": "small"
+        },
+        {
+          "id": "balance-checking-amount",
+          "component": "TextContent",
+          "text": "$4,285.63",
+          "size": "large-heavy"
+        },
+        {
+          "id": "balance-savings",
+          "component": "Card",
+          "children": ["balance-savings-label", "balance-savings-amount"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "balance-savings-label",
+          "component": "TextContent",
+          "text": "Savings",
+          "size": "small"
+        },
+        {
+          "id": "balance-savings-amount",
+          "component": "TextContent",
+          "text": "$12,740.00",
+          "size": "large-heavy"
+        },
+        {
+          "id": "balance-credit",
+          "component": "Card",
+          "children": ["balance-credit-label", "balance-credit-amount"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "balance-credit-label",
+          "component": "TextContent",
+          "text": "Credit Card",
+          "size": "small"
+        },
+        {
+          "id": "balance-credit-amount",
+          "component": "TextContent",
+          "text": "-$1,892.45",
+          "size": "large-heavy"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "transactions-section",
+          "component": "Card",
+          "children": ["transactions-heading", "transactions-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "transactions-heading",
+          "component": "Heading",
+          "text": "Recent Transactions",
+          "level": "h3"
+        },
+        {
+          "id": "transactions-table",
+          "component": "Table",
+          "columns": ["col-date", "col-merchant", "col-amount"]
+        },
+        {
+          "id": "col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jun 28", "Jun 27", "Jun 26", "Jun 25", "Jun 24"],
+          "type": "string"
+        },
+        {
+          "id": "col-merchant",
+          "component": "Col",
+          "label": "Merchant",
+          "data": ["Whole Foods Market", "Netflix", "Shell Gas Station", "Amazon.com", "Starbucks"],
+          "type": "string"
+        },
+        {
+          "id": "col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["-$87.32", "-$15.99", "-$52.10", "-$34.99", "-$6.45"],
+          "type": "string"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "spending-section",
+          "component": "Card",
+          "children": ["spending-heading", "spending-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "spending-heading",
+          "component": "Heading",
+          "text": "Spending by Category — June 2025",
+          "level": "h3"
+        },
+        {
+          "id": "spending-chart",
+          "component": "PieChart",
+          "labels": ["Groceries", "Dining", "Transport", "Entertainment", "Utilities", "Shopping"],
+          "values": [420, 310, 185, 150, 130, 275],
+          "variant": "donut"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator"
+        },
+        {
+          "id": "bills-section",
+          "component": "Card",
+          "children": ["bills-heading", "bills-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "bills-heading",
+          "component": "Heading",
+          "text": "Bills Due Soon",
+          "level": "h3"
+        },
+        {
+          "id": "bills-list",
+          "component": "ListBlock",
+          "items": ["bill-1", "bill-2", "bill-3", "bill-4"],
+          "variant": "number"
+        },
+        {
+          "id": "bill-1",
+          "component": "ListItem",
+          "title": "Electric Bill — $142.00",
+          "subtitle": "Due Jul 3",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill-2",
+          "component": "ListItem",
+          "title": "Internet — $79.99",
+          "subtitle": "Due Jul 5",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill-3",
+          "component": "ListItem",
+          "title": "Car Insurance — $185.00",
+          "subtitle": "Due Jul 8",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "bill-4",
+          "component": "ListItem",
+          "title": "Credit Card Min. Payment — $45.00",
+          "subtitle": "Due Jul 12",
+          "actionLabel": "Pay"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator"
+        },
+        {
+          "id": "goal-section",
+          "component": "Card",
+          "children": ["goal-heading", "goal-description", "goal-progress"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "goal-heading",
+          "component": "Heading",
+          "text": "Vacation Savings Goal",
+          "level": "h3"
+        },
+        {
+          "id": "goal-description",
+          "component": "TextContent",
+          "text": "Trip to Japan — Target: $5,000",
+          "size": "small"
+        },
+        {
+          "id": "goal-progress",
+          "component": "Progress",
+          "value": 68,
+          "label": "$3,400 of $5,000 saved (68%)"
+        },
+        {
+          "id": "separator-5",
+          "component": "Separator"
+        },
+        {
+          "id": "credit-score-section",
+          "component": "Card",
+          "children": ["credit-score-heading", "credit-score-badge", "credit-score-text"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "credit-score-heading",
+          "component": "Heading",
+          "text": "Credit Score",
+          "level": "h3"
+        },
+        {
+          "id": "credit-score-badge",
+          "component": "Badge",
+          "text": "Excellent",
+          "variant": "secondary"
+        },
+        {
+          "id": "credit-score-text",
+          "component": "TextContent",
+          "text": "**782** — Updated Jun 15, 2025. Up 12 points from last month.",
+          "size": "default"
+        },
+        {
+          "id": "separator-6",
+          "component": "Separator"
+        },
+        {
+          "id": "transfer-section",
+          "component": "Card",
+          "children": ["transfer-heading", "transfer-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "transfer-heading",
+          "component": "Heading",
+          "text": "Transfer Money",
+          "level": "h3"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transfer",
+          "fields": ["transfer-from-control", "transfer-to-control", "transfer-amount-control"],
+          "buttons": "transfer-buttons"
+        },
+        {
+          "id": "transfer-from-control",
+          "component": "FormControl",
+          "label": "From Account",
+          "input": "transfer-from-select"
+        },
+        {
+          "id": "transfer-from-select",
+          "component": "Select",
+          "name": "from_account",
+          "items": ["from-checking", "from-savings"],
+          "placeholder": "Select source"
+        },
+        {
+          "id": "from-checking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking — $4,285.63"
+        },
+        {
+          "id": "from-savings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings — $12,740.00"
+        },
+        {
+          "id": "transfer-to-control",
+          "component": "FormControl",
+          "label": "To Account",
+          "input": "transfer-to-select"
+        },
+        {
+          "id": "transfer-to-select",
+          "component": "Select",
+          "name": "to_account",
+          "items": ["to-checking", "to-savings"],
+          "placeholder": "Select destination"
+        },
+        {
+          "id": "to-checking",
+          "component": "SelectItem",
+          "value": "checking",
+          "label": "Checking"
+        },
+        {
+          "id": "to-savings",
+          "component": "SelectItem",
+          "value": "savings",
+          "label": "Savings"
+        },
+        {
+          "id": "transfer-amount-control",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "transfer-amount-input",
+          "hint": "Enter the amount to transfer"
+        },
+        {
+          "id": "transfer-amount-input",
+          "component": "Input",
+          "name": "amount",
+          "type": "number",
+          "placeholder": "0.00"
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "buttons": ["transfer-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "transfer-submit-btn",
+          "component": "Button",
+          "label": "Transfer",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "separator-7",
+          "component": "Separator"
+        },
+        {
+          "id": "freeze-section",
+          "component": "Card",
+          "children": ["freeze-heading", "freeze-description", "freeze-dialog"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "freeze-heading",
+          "component": "Heading",
+          "text": "Credit Line Control",
+          "level": "h3"
+        },
+        {
+          "id": "freeze-description",
+          "component": "TextContent",
+          "text": "Freeze your credit card to prevent new charges. You can unfreeze at any time.",
+          "size": "small"
+        },
+        {
+          "id": "freeze-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Freeze Credit Card",
+          "title": "Freeze Credit Line?",
+          "description": "This will immediately block all new transactions on your credit card ending in 4821. Recurring payments may fail.",
+          "confirmLabel": "Freeze Now",
+          "cancelLabel": "Cancel",
+          "triggerVariant": "destructive"
+        },
+        {
+          "id": "separator-8",
+          "component": "Separator"
+        },
+        {
+          "id": "statement-section",
+          "component": "Card",
+          "children": ["statement-heading", "statement-select-control"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "statement-heading",
+          "component": "Heading",
+          "text": "View Statement",
+          "level": "h3"
+        },
+        {
+          "id": "statement-select-control",
+          "component": "FormControl",
+          "label": "Statement Period",
+          "input": "statement-select"
+        },
+        {
+          "id": "statement-select",
+          "component": "Select",
+          "name": "statement_period",
+          "items": ["stmt-jun", "stmt-may", "stmt-apr", "stmt-mar", "stmt-feb", "stmt-jan"],
+          "placeholder": "Select a period"
+        },
+        {
+          "id": "stmt-jun",
+          "component": "SelectItem",
+          "value": "2025-06",
+          "label": "June 2025"
+        },
+        {
+          "id": "stmt-may",
+          "component": "SelectItem",
+          "value": "2025-05",
+          "label": "May 2025"
+        },
+        {
+          "id": "stmt-apr",
+          "component": "SelectItem",
+          "value": "2025-04",
+          "label": "April 2025"
+        },
+        {
+          "id": "stmt-mar",
+          "component": "SelectItem",
+          "value": "2025-03",
+          "label": "March 2025"
+        },
+        {
+          "id": "stmt-feb",
+          "component": "SelectItem",
+          "value": "2025-02",
+          "label": "February 2025"
+        },
+        {
+          "id": "stmt-jan",
+          "component": "SelectItem",
+          "value": "2025-01",
+          "label": "January 2025"
+        },
+        {
+          "id": "separator-9",
+          "component": "Separator"
+        },
+        {
+          "id": "alerts-section",
+          "component": "Card",
+          "children": ["alerts-heading", "alerts-switch-group"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "alerts-heading",
+          "component": "Heading",
+          "text": "Alert Preferences",
+          "level": "h3"
+        },
+        {
+          "id": "alerts-switch-group",
+          "component": "SwitchGroup",
+          "name": "alert_preferences",
+          "items": ["alert-large-txn", "alert-low-balance", "alert-bill-due", "alert-suspicious", "alert-goal-milestone"],
+          "variant": "card"
+        },
+        {
+          "id": "alert-large-txn",
+          "component": "SwitchItem",
+          "name": "large_transaction",
+          "label": "Large Transactions",
+          "description": "Notify me when a purchase exceeds $100",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-low-balance",
+          "component": "SwitchItem",
+          "name": "low_balance",
+          "label": "Low Balance Warning",
+          "description": "Alert when checking drops below $500",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-bill-due",
+          "component": "SwitchItem",
+          "name": "bill_due",
+          "label": "Bill Due Reminders",
+          "description": "Remind me 3 days before a bill is due",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-suspicious",
+          "component": "SwitchItem",
+          "name": "suspicious_activity",
+          "label": "Suspicious Activity",
+          "description": "Alert on unusual or potentially fraudulent charges",
+          "defaultChecked": true
+        },
+        {
+          "id": "alert-goal-milestone",
+          "component": "SwitchItem",
+          "name": "goal_milestone",
+          "label": "Savings Goal Milestones",
+          "description": "Celebrate when I hit 25%, 50%, 75%, 100% of a goal",
+          "defaultChecked": false
+        },
+        {
+          "id": "separator-10",
+          "component": "Separator"
+        },
+        {
+          "id": "dispute-section",
+          "component": "Card",
+          "children": ["dispute-heading", "dispute-description", "dispute-dialog"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "dispute-heading",
+          "component": "Heading",
+          "text": "Dispute a Transaction",
+          "level": "h3"
+        },
+        {
+          "id": "dispute-description",
+          "component": "TextContent",
+          "text": "If you see a charge you don't recognize, you can file a dispute and we'll investigate.",
+          "size": "small"
+        },
+        {
+          "id": "dispute-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File a Dispute",
+          "title": "Dispute a Transaction",
+          "description": "Select the transaction and describe the issue.",
+          "triggerVariant": "outline",
+          "content": ["dispute-form"]
+        },
+        {
+          "id": "dispute-form",
+          "component": "Form",
+          "name": "dispute",
+          "fields": ["dispute-txn-control", "dispute-reason-control", "dispute-details-control"],
+          "buttons": "dispute-buttons"
+        },
+        {
+          "id": "dispute-txn-control",
+          "component": "FormControl",
+          "label": "Transaction",
+          "input": "dispute-txn-select"
+        },
+        {
+          "id": "dispute-txn-select",
+          "component": "Select",
+          "name": "transaction",
+          "items": ["dt-1", "dt-2", "dt-3", "dt-4", "dt-5"],
+          "placeholder": "Select transaction to dispute"
+        },
+        {
+          "id": "dt-1",
+          "component": "SelectItem",
+          "value": "txn-001",
+          "label": "Whole Foods — $87.32 (Jun 28)"
+        },
+        {
+          "id": "dt-2",
+          "component": "SelectItem",
+          "value": "txn-002",
+          "label": "Netflix — $15.99 (Jun 27)"
+        },
+        {
+          "id": "dt-3",
+          "component": "SelectItem",
+          "value": "txn-003",
+          "label": "Shell Gas — $52.10 (Jun 26)"
+        },
+        {
+          "id": "dt-4",
+          "component": "SelectItem",
+          "value": "txn-004",
+          "label": "Amazon — $34.99 (Jun 25)"
+        },
+        {
+          "id": "dt-5",
+          "component": "SelectItem",
+          "value": "txn-005",
+          "label": "Starbucks — $6.45 (Jun 24)"
+        },
+        {
+          "id": "dispute-reason-control",
+          "component": "FormControl",
+          "label": "Reason",
+          "input": "dispute-reason-select"
+        },
+        {
+          "id": "dispute-reason-select",
+          "component": "Select",
+          "name": "reason",
+          "items": ["reason-unauthorized", "reason-wrong-amount", "reason-duplicate", "reason-not-received", "reason-other"],
+          "placeholder": "Select a reason"
+        },
+        {
+          "id": "reason-unauthorized",
+          "component": "SelectItem",
+          "value": "unauthorized",
+          "label": "Unauthorized charge"
+        },
+        {
+          "id": "reason-wrong-amount",
+          "component": "SelectItem",
+          "value": "wrong_amount",
+          "label": "Incorrect amount"
+        },
+        {
+          "id": "reason-duplicate",
+          "component": "SelectItem",
+          "value": "duplicate",
+          "label": "Duplicate charge"
+        },
+        {
+          "id": "reason-not-received",
+          "component": "SelectItem",
+          "value": "not_received",
+          "label": "Goods/services not received"
+        },
+        {
+          "id": "reason-other",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "dispute-details-control",
+          "component": "FormControl",
+          "label": "Additional Details",
+          "input": "dispute-details-input",
+          "hint": "Provide any extra context to help us investigate"
+        },
+        {
+          "id": "dispute-details-input",
+          "component": "TextArea",
+          "name": "details",
+          "placeholder": "Describe the issue...",
+          "rows": 3
+        },
+        {
+          "id": "dispute-buttons",
+          "component": "Buttons",
+          "buttons": ["dispute-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "dispute-submit-btn",
+          "component": "Button",
+          "label": "Submit Dispute",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your complete personal banking home screen covering all 11 items:
+
+| # | Feature | Implementation |
+|---|---------|---------------|
+| 1 | **Balances** | Three side-by-side cards showing Checking ($4,285.63), Savings ($12,740.00), and Credit (-$1,892.45) |
+| 2 | **Recent Transactions** | Table with date, merchant, and amount for the last 5 charges |
+| 3 | **Spending Split** | Donut chart breaking down June spending across 6 categories |
+| 4 | **Bills Due Soon** | Numbered list with 4 upcoming bills, due dates, and Pay actions |
+| 5 | **Vacation Goal** | Progress bar showing 68% ($3,400 / $5,000) toward Japan trip |
+| 6 | **Credit Score** | Displays 782 with an "Excellent" badge and month-over-month change |
+| 7 | **Transfer Money** | Form with From/To account selectors and an amount input |
+| 8 | **Freeze Credit** | Destructive-styled confirmation dialog explaining the impact |
+| 9 | **Statement Period** | Dropdown selector with the last 6 months of statements |
+| 10 | **Alert Management** | Switch group with 5 toggleable alert types (large txn, low balance, bills, fraud, milestones) |
+| 11 | **Dispute Transaction** | Modal dialog with a form to pick the transaction, reason, and add details |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..f1eb0a595
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r3.txt
@@ -0,0 +1,121 @@
+
+
+Here's a complete single-screen personal banking home covering all 11 requirements—account balances, transactions with dispute actions, spending breakdown, bills, vacation goal, credit score, transfer form, credit freeze, statement picker, and alert controls.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"banking-home","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["hdr","acctRow","insightsRow","txnsCard","moneyRow","alertsRow","fUps"]},
+
+{"id":"hdr","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["hdrTitle","hdrSub"]},
+{"id":"hdrTitle","component":"Heading","level":"h2","text":"Good afternoon, Alex"},
+{"id":"hdrSub","component":"TextContent","size":"small","text":"Thursday, March 20 · All accounts in good standing"},
+
+{"id":"acctRow","component":"Card","direction":"row","gap":"m","align":"stretch","children":["cChecking","cSavings","cCredit","cScore"]},
+
+{"id":"cChecking","component":"Card","direction":"column","gap":"xs","weight":1,"children":["lblChk","valChk","subChk"]},
+{"id":"lblChk","component":"TextContent","size":"small-heavy","text":"CHECKING ••4521"},
+{"id":"valChk","component":"TextContent","size":"large-heavy","text":"$4,286.90"},
+{"id":"subChk","component":"TextContent","size":"small","text":"Available · no pending holds"},
+
+{"id":"cSavings","component":"Card","direction":"column","gap":"xs","weight":1,"children":["lblSav","valSav","subSav"]},
+{"id":"lblSav","component":"TextContent","size":"small-heavy","text":"SAVINGS ••8830"},
+{"id":"valSav","component":"TextContent","size":"large-heavy","text":"$18,540.22"},
+{"id":"subSav","component":"TextContent","size":"small","text":"4.10% APY · earns automatically"},
+
+{"id":"cCredit","component":"Card","direction":"column","gap":"xs","weight":1,"children":["lblCrd","valCrd","subCrd"]},
+{"id":"lblCrd","component":"TextContent","size":"small-heavy","text":"CREDIT CARD ••1177"},
+{"id":"valCrd","component":"TextContent","size":"large-heavy","text":"$632.18"},
+{"id":"subCrd","component":"TextContent","size":"small","text":"Current balance · $4,367.82 available"},
+
+{"id":"cScore","component":"Card","direction":"column","gap":"xs","weight":1,"children":["lblScore","valScore","scoreTag"]},
+{"id":"lblScore","component":"TextContent","size":"small-heavy","text":"CREDIT SCORE"},
+{"id":"valScore","component":"TextContent","size":"large-heavy","text":"742"},
+{"id":"scoreTag","component":"Tag","variant":"success","text":"Excellent · +12 this month"},
+
+{"id":"insightsRow","component":"Card","direction":"row","gap":"m","align":"stretch","children":["spendCard","billsCard","goalCard"]},
+
+{"id":"spendCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["spendTitle","spendChart","spendNote"]},
+{"id":"spendTitle","component":"TextContent","size":"small-heavy","text":"Spending this month"},
+{"id":"spendChart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Dining","Groceries","Travel","Shopping","Utilities","Other"],"values":[412,386,240,198,145,92]},
+{"id":"spendNote","component":"TextContent","size":"small","text":"Total $1,473 · up 8% vs February"},
+
+{"id":"billsCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["billsTitle","billsList"]},
+{"id":"billsTitle","component":"TextContent","size":"small-heavy","text":"Bills due soon"},
+{"id":"billsList","component":"ListBlock","variant":"number","items":["bill1","bill2","bill3"]},
+{"id":"bill1","component":"ListItem","title":"ConEd electric","subtitle":"Due Mar 22 · $84.13 · Autopay on","actionLabel":"Pay"},
+{"id":"bill2","component":"ListItem","title":"Rent - Maple Apts","subtitle":"Due Apr 1 · $1,750.00 · Autopay off","actionLabel":"Pay"},
+{"id":"bill3","component":"ListItem","title":"Verizon wireless","subtitle":"Due Apr 3 · $62.00","actionLabel":"Pay"},
+
+{"id":"goalCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["goalTitle","goalProg","goalNote","goalBtns"]},
+{"id":"goalTitle","component":"TextContent","size":"small-heavy","text":"Vacation goal · Lisbon 2025"},
+{"id":"goalProg","component":"Progress","value":0.68,"label":"$3,400 of $5,000"},
+{"id":"goalNote","component":"TextContent","size":"small","text":"68% funded · about $270/mo to land by June"},
+{"id":"goalBtns","component":"Buttons","direction":"row","buttons":["goalAdd","goalEdit"]},
+{"id":"goalAdd","component":"Button","variant":"primary","size":"small","label":"Add $200"},
+{"id":"goalEdit","component":"Button","variant":"tertiary","size":"small","label":"Edit goal"},
+
+{"id":"txnsCard","component":"Card","direction":"column","gap":"m","children":["txnsHead","txnsList"]},
+{"id":"txnsHead","component":"CardHeader","title":"Recent transactions","subtitle":"Merchant and amount for each · dispute eligible charges inline"},
+{"id":"txnsList","component":"ListBlock","variant":"number","items":["tx1","tx2","tx3","tx4","tx5"]},
+{"id":"tx1","component":"ListItem","title":"Whole Foods Market","subtitle":"Today · Groceries · -$42.18","actionLabel":"Dispute"},
+{"id":"tx2","component":"ListItem","title":"Blue Bottle Coffee","subtitle":"Yesterday · Dining · -$6.50","actionLabel":"Dispute"},
+{"id":"tx3","component":"ListItem","title":"Delta Air Lines","subtitle":"Mar 16 · Travel · -$412.00","actionLabel":"Dispute"},
+{"id":"tx4","component":"ListItem","title":"Shell","subtitle":"Mar 15 · Gas · -$38.22","actionLabel":"Dispute"},
+{"id":"tx5","component":"ListItem","title":"Payroll · Acme Inc","subtitle":"Mar 14 · Income · +$2,850.00"},
+
+{"id":"moneyRow","component":"Card","direction":"row","gap":"m","align":"stretch","children":["transferCard","statementCard","freezeCard"]},
+
+{"id":"transferCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["transferTitle","transferForm"]},
+{"id":"transferTitle","component":"TextContent","size":"small-heavy","text":"Move money"},
+{"id":"transferForm","component":"Form","name":"moveMoney","fields":["fromCtl","toCtl","amtCtl"],"buttons":"transferBtns"},
+{"id":"fromCtl","component":"FormControl","label":"From","input":"fromSel"},
+{"id":"fromSel","component":"Select","name":"fromAccount","value":"checking","items":["fChk","fSav"]},
+{"id":"fChk","component":"SelectItem","value":"checking","label":"Checking ••4521 · $4,286.90"},
+{"id":"fSav","component":"SelectItem","value":"savings","label":"Savings ••8830 · $18,540.22"},
+{"id":"toCtl","component":"FormControl","label":"To","input":"toSel"},
+{"id":"toSel","component":"Select","name":"toAccount","value":"savings","items":["tSav","tChk"]},
+{"id":"tSav","component":"SelectItem","value":"savings","label":"Savings ••8830 · $18,540.22"},
+{"id":"tChk","component":"SelectItem","value":"checking","label":"Checking ••4521 · $4,286.90"},
+{"id":"amtCtl","component":"FormControl","label":"Amount","hint":"Instant between your own accounts","input":"amt"},
+{"id":"amt","component":"Input","name":"amount","type":"number","placeholder":"0.00"},
+{"id":"transferBtns","component":"Buttons","buttons":["transferBtn"]},
+{"id":"transferBtn","component":"Button","variant":"primary","label":"Transfer now"},
+
+{"id":"statementCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["stmtTitle","periodCtl","stmtBtns"]},
+{"id":"stmtTitle","component":"TextContent","size":"small-heavy","text":"Statements"},
+{"id":"periodCtl","component":"FormControl","label":"Statement period","hint":"Choose a cycle to view or download","input":"periodSel"},
+{"id":"periodSel","component":"Select","name":"statementPeriod","value":"feb2025","items":["pFeb","pJan","pDec","pNov"]},
+{"id":"pFeb","component":"SelectItem","value":"feb2025","label":"Feb 1 - Feb 28, 2025"},
+{"id":"pJan","component":"SelectItem","value":"jan2025","label":"Jan 1 - Jan 31, 2025"},
+{"id":"pDec","component":"SelectItem","value":"dec2024","label":"Dec 1 - Dec 31, 2024"},
+{"id":"pNov","component":"SelectItem","value":"nov2024","label":"Nov 1 - Nov 30, 2024"},
+{"id":"stmtBtns","component":"Buttons","buttons":["stmtBtn"]},
+{"id":"stmtBtn","component":"Button","variant":"secondary","label":"View statement"},
+
+{"id":"freezeCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["freezeTitle","freezeDesc","freezeTag","freezeDlg"]},
+{"id":"freezeTitle","component":"TextContent","size":"small-heavy","text":"Credit line security"},
+{"id":"freezeDesc","component":"TextContent","size":"small","text":"Freezing blocks new purchases and cash advances on ••1177. Recurring payments still post."},
+{"id":"freezeTag","component":"Tag","variant":"success","text":"Line active · no freeze"},
+{"id":"freezeDlg","component":"AlertDialogBlock","triggerLabel":"Freeze credit line","triggerVariant":"destructive","title":"Freeze your credit line?","description":"New charges will be declined until the line is unfrozen. Subscriptions and pending authorizations aren't affected.","confirmLabel":"Freeze line","cancelLabel":"Not now"},
+
+{"id":"alertsRow","component":"Card","direction":"column","gap":"s","children":["alertsTitle","alertsDesc","alertsSwitches"]},
+{"id":"alertsTitle","component":"TextContent","size":"small-heavy","text":"Alert triggers"},
+{"id":"alertsDesc","component":"TextContent","size":"small","text":"Pick which events send a push notification or email."},
+{"id":"alertsSwitches","component":"SwitchGroup","name":"alertTriggers","variant":"card","items":["swLarge","swLow","swStmt","swSignin"]},
+{"id":"swLarge","component":"SwitchItem","name":"large-purchase","label":"Charges over $500","description":"Any single purchase above $500","defaultChecked":true},
+{"id":"swLow","component":"SwitchItem","name":"low-balance","label":"Low balance","description":"Checking drops below $100","defaultChecked":true},
+{"id":"swStmt","component":"SwitchItem","name":"statement-ready","label":"Statement ready","description":"When a new statement publishes","defaultChecked":false},
+{"id":"swSignin","component":"SwitchItem","name":"unusual-signin","label":"Unusual sign-in","description":"New device or location","defaultChecked":true},
+
+{"id":"fUps","component":"FollowUpBlock","items":["fu1","fu2","fu3"]},
+{"id":"fu1","component":"FollowUpItem","text":"Show my February statement"},
+{"id":"fu2","component":"FollowUpItem","text":"Set up autopay for rent"},
+{"id":"fu3","component":"FollowUpItem","text":"Round up spare change into savings"}
+]}}
+</a2ui-json>
+
+Everything's covered: **(1)** the four balance/score tiles up top, **(2)** the recent transactions list with merchant + amount, **(3)** the category donut, **(4)** bills due with pay actions, **(5)** the Lisbon goal progress bar, **(6)** the 742 score tile, **(7)** the Move Money form with from/to/amount, **(8)** the destructive freeze button with confirmation dialog, **(9)** the statement period dropdown, **(10)** the alert trigger switches, and **(11)** inline Dispute actions on each eligible charge. Want me to add a quick-actions row (send, deposit, pay) or adjust the card density?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..9ce8cf48c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-bank__r4.txt
@@ -0,0 +1,412 @@
+
+
+Here is a single-screen personal banking home that covers all requested items.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "personal-banking-home",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0F6A4F"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "personal-banking-home",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "headerTitle",
+          "balancesCard",
+          "transactionsCard",
+          "spendingCard",
+          "billsCard",
+          "goalCard",
+          "creditCard",
+          "moveMoneyCard",
+          "statementCard",
+          "alertsCard",
+          "disputeCard"
+        ]
+      },
+      {
+        "id": "headerTitle",
+        "component": "CardHeader",
+        "title": "Personal Banking Home",
+        "subtitle": "Balances, activity, and account controls"
+      },
+      {
+        "id": "balancesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "balancesHeading",
+          "balancesTable"
+        ]
+      },
+      {
+        "id": "balancesHeading",
+        "component": "Heading",
+        "text": "1. Balances",
+        "level": "h2"
+      },
+      {
+        "id": "balancesTable",
+        "component": "Table",
+        "columns": [
+          "colAccount",
+          "colBalance",
+          "colAvailable"
+        ]
+      },
+      {
+        "id": "colAccount",
+        "component": "Col",
+        "label": "Account",
+        "data": [
+          "Checking 4821",
+          "Savings 7034",
+          "Credit 9956"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colBalance",
+        "component": "Col",
+        "label": "Balance",
+        "data": [
+          "$4,820.55",
+          "$12,650.00",
+          "-$1,240.10"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAvailable",
+        "component": "Col",
+        "label": "Available",
+        "data": [
+          "$4,820.55",
+          "$12,650.00",
+          "$3,759.90"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transactionsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "transactionsHeading",
+          "transactionsTable"
+        ]
+      },
+      {
+        "id": "transactionsHeading",
+        "component": "Heading",
+        "text": "2. Recent transactions",
+        "level": "h2"
+      },
+      {
+        "id": "transactionsTable",
+        "component": "Table",
+        "columns": [
+          "colMerchant",
+          "colAmount",
+          "colDate"
+        ]
+      },
+      {
+        "id": "colMerchant",
+        "component": "Col",
+        "label": "Merchant",
+        "data": [
+          "Blue Bottle Coffee",
+          "Whole Foods Market",
+          "Shell Gas",
+          "Netflix",
+          "Trader Joe's"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colAmount",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "-$5.75",
+          "-$86.20",
+          "-$42.10",
+          "-$15.99",
+          "-$54.31"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colDate",
+        "component": "Col",
+        "label": "Date",
+        "data": [
+          "Jun 16",
+          "Jun 15",
+          "Jun 14",
+          "Jun 12",
+          "Jun 11"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "spendingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "spendingHeading",
+          "spendingChart",
+          "spendingNote"
+        ]
+      },
+      {
+        "id": "spendingHeading",
+        "component": "Heading",
+        "text": "3. Spending split by category this month",
+        "level": "h2"
+      },
+      {
+        "id": "spendingChart",
+        "component": "PieChart",
+        "labels": [
+          "Groceries",
+          "Dining",
+          "Transport",
+          "Utilities",
+          "Entertainment"
+        ],
+        "values": [
+          420,
+          260,
+          180,
+          210,
+          130
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "spendingNote",
+        "component": "TextContent",
+        "text": "Total this month: $1,200. Groceries is the largest category.",
+        "size": "small"
+      },
+      {
+        "id": "billsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "billsHeading",
+          "billsTable"
+        ]
+      },
+      {
+        "id": "billsHeading",
+        "component": "Heading",
+        "text": "4. Bills due soon",
+        "level": "h2"
+      },
+      {
+        "id": "billsTable",
+        "component": "Table",
+        "columns": [
+          "colBill",
+          "colDue",
+          "colBillAmount",
+          "colBillStatus"
+        ]
+      },
+      {
+        "id": "colBill",
+        "component": "Col",
+        "label": "Bill",
+        "data": [
+          "Electricity",
+          "Internet",
+          "Auto Loan",
+          "Water"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colDue",
+        "component": "Col",
+        "label": "Due",
+        "data": [
+          "Jun 28",
+          "Jun 30",
+          "Jul 2",
+          "Jul 5"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colBillAmount",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "$92.00",
+          "$59.99",
+          "$312.00",
+          "$38.50"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "colBillStatus",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Autopay on",
+          "Autopay off",
+          "Autopay on",
+          "Autopay on"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "goalCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "goalHeading",
+          "goalProgress",
+          "goalNote"
+        ]
+      },
+      {
+        "id": "goalHeading",
+        "component": "Heading",
+        "text": "5. Vacation savings goal",
+        "level": "h2"
+      },
+      {
+        "id": "goalProgress",
+        "component": "Progress",
+        "value": 68,
+        "label": "Vacation fund: $6,800 of $10,000"
+      },
+      {
+        "id": "goalNote",
+        "component": "TextContent",
+        "text": "68% complete. You are on track for your August trip.",
+        "size": "small"
+      },
+      {
+        "id": "creditCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "creditHeading",
+          "creditScoreText",
+          "creditScoreDescription",
+          "freezeHeading",
+          "freezeCreditAlertDialog"
+        ]
+      },
+      {
+        "id": "creditHeading",
+        "component": "Heading",
+        "text": "6. Current credit score",
+        "level": "h2"
+      },
+      {
+        "id": "creditScoreText",
+        "component": "TextContent",
+        "text": "742",
+        "size": "large-heavy"
+      },
+      {
+        "id": "creditScoreDescription",
+        "component": "TextContent",
+        "text": "Excellent • Updated today",
+        "size": "small"
+      },
+      {
+        "id": "freezeHeading",
+        "component": "Heading",
+        "text": "8. Freeze credit line",
+        "level": "h3"
+      },
+      {
+        "id": "freezeCreditAlertDialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Freeze credit line",
+        "title": "Freeze credit line?",
+        "description": "This temporarily blocks new purchases and cash advances on your credit line.",
+        "confirmLabel": "Freeze",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "destructive"
+      },
+      {
+        "id": "moveMoneyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "moveMoneyHeading",
+          "transferForm"
+        ]
+      },
+      {
+        "id": "moveMoneyHeading",
+        "component": "Heading",
+        "text": "7. Move money between accounts",
+        "level": "h2"
+      },
+      {
+        "id": "transferForm",
+        "component": "Form",
+        "name": "move-money",
+        "buttons": "transferButtons",
+        "fields": [
+          "fromFormControl",
+          "toFormControl",
+          "amountFormControl"
+        ]
+      },
+      {
+        "id": "fromFormControl",
+        "component": "FormControl",
+        "label": "From",
+        "input": "fromSelect",
+        "hint": "Choose the account to move money from."
+      },
+      {
+        "id": "fromSelect",
+        "component": "Select",
+        "name": "from-account",
+        "items": [
+          "fromCheckingItem",
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..499af435b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r1.txt
@@ -0,0 +1,475 @@
+Here's your complete cross-platform Creator Studio dashboard covering all 11 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#7C3AED",
+        "agentDisplayName": "Creator Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "platform-filter", "main-tabs"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🎬 Creator Studio",
+          "subtitle": "Your cross-platform command center"
+        },
+        {
+          "id": "platform-filter",
+          "component": "FormControl",
+          "label": "Filter by Platform",
+          "input": "platform-select"
+        },
+        {
+          "id": "platform-select",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "All Platforms",
+          "value": "all",
+          "items": ["opt-all", "opt-ig", "opt-tt", "opt-yt", "opt-x"]
+        },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All Platforms" },
+        { "id": "opt-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "opt-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "opt-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "opt-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-dashboard", "tab-content", "tab-schedule", "tab-collabs"]
+        },
+        {
+          "id": "tab-dashboard",
+          "component": "TabItem",
+          "value": "dashboard",
+          "trigger": "📊 Dashboard",
+          "content": ["stats-row", "growth-chart-card", "audience-card", "best-hour-callout"]
+        },
+        {
+          "id": "stats-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["stat-followers", "stat-engagement", "stat-earnings"]
+        },
+        {
+          "id": "stat-followers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["followers-label", "followers-value", "followers-growth"]
+        },
+        { "id": "followers-label", "component": "Label", "text": "Total Followers" },
+        { "id": "followers-value", "component": "TextContent", "text": "**284,392**", "size": "large-heavy" },
+        { "id": "followers-growth", "component": "Tag", "text": "↑ +12,847 this month", "variant": "success", "size": "sm" },
+        {
+          "id": "stat-engagement",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["engagement-label", "engagement-value", "engagement-note"]
+        },
+        { "id": "engagement-label", "component": "Label", "text": "Engagement Rate" },
+        { "id": "engagement-value", "component": "TextContent", "text": "**4.7%**", "size": "large-heavy" },
+        { "id": "engagement-note", "component": "Tag", "text": "↑ 0.3% vs last month", "variant": "success", "size": "sm" },
+        {
+          "id": "stat-earnings",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["earnings-label", "earnings-value", "earnings-note"]
+        },
+        { "id": "earnings-label", "component": "Label", "text": "Earnings This Month" },
+        { "id": "earnings-value", "component": "TextContent", "text": "**$8,420**", "size": "large-heavy" },
+        { "id": "earnings-note", "component": "Tag", "text": "↑ 18% vs last month", "variant": "success", "size": "sm" },
+        {
+          "id": "growth-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["growth-chart-title", "growth-chart"]
+        },
+        { "id": "growth-chart-title", "component": "Heading", "text": "Follower Growth — Past 30 Days", "level": "h3" },
+        {
+          "id": "growth-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 5", "Jun 10", "Jun 15", "Jun 20", "Jun 25", "Jun 30"],
+          "series": ["growth-series"],
+          "variant": "natural",
+          "yLabel": "Followers"
+        },
+        {
+          "id": "growth-series",
+          "component": "Series",
+          "category": "Total Followers",
+          "values": [271545, 273200, 275800, 278100, 280400, 282900, 284392]
+        },
+        {
+          "id": "audience-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["audience-title", "audience-chart"]
+        },
+        { "id": "audience-title", "component": "Heading", "text": "Audience Split by Platform", "level": "h3" },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "labels": ["Instagram", "TikTok", "YouTube", "X (Twitter)"],
+          "values": [112400, 89200, 61800, 20992],
+          "variant": "donut"
+        },
+        {
+          "id": "best-hour-callout",
+          "component": "Callout",
+          "variant": "info",
+          "title": "⏰ Best Time to Post",
+          "description": "Based on your last 90 days of data, Tuesday & Thursday at 6:00 PM EST consistently drives 2.3× more engagement than average."
+        },
+        {
+          "id": "tab-content",
+          "component": "TabItem",
+          "value": "content",
+          "trigger": "🔥 Top Content",
+          "content": ["best-posts-card", "comments-card"]
+        },
+        {
+          "id": "best-posts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["best-posts-title", "best-posts-table"]
+        },
+        { "id": "best-posts-title", "component": "Heading", "text": "Best Posts This Month", "level": "h3" },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-post", "col-platform", "col-reach", "col-engagement"]
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "data": ["Morning routine vlog", "5 apps I can't live without", "Behind the scenes: studio tour", "Q&A: How I edit reels", "Collab with @fitlife"]
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "data": ["Instagram", "TikTok", "YouTube", "Instagram", "TikTok"]
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "data": ["1.2M", "890K", "645K", "520K", "480K"]
+        },
+        {
+          "id": "col-engagement",
+          "component": "Col",
+          "label": "Eng. Rate",
+          "data": ["7.2%", "6.8%", "5.4%", "5.1%", "4.9%"]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["comments-title", "comments-alert", "comments-list"]
+        },
+        { "id": "comments-title", "component": "Heading", "text": "Comments Waiting for Reply", "level": "h3" },
+        {
+          "id": "comments-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "14 unread comments",
+          "description": "3 are from verified accounts and have been waiting over 24 hours."
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4"]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "@sarah_designs — \"Love this! What camera do you use?\"",
+          "subtitle": "Instagram • 2h ago • 23 likes on comment",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "@techreviewer ✓ — \"Great breakdown, would love a collab\"",
+          "subtitle": "YouTube • 26h ago • 89 likes on comment",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "@mia.creates — \"This changed my workflow entirely 🙏\"",
+          "subtitle": "TikTok • 5h ago • 41 likes on comment",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "@brandwatch ✓ — \"DM us about a partnership opportunity\"",
+          "subtitle": "Instagram • 30h ago • 12 likes on comment",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "tab-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "📅 Schedule",
+          "content": ["scheduled-card", "schedule-form-card"]
+        },
+        {
+          "id": "scheduled-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["scheduled-title", "scheduled-table"]
+        },
+        { "id": "scheduled-title", "component": "Heading", "text": "Posts Scheduled This Week", "level": "h3" },
+        {
+          "id": "scheduled-table",
+          "component": "Table",
+          "columns": ["col-day", "col-time", "col-caption", "col-platform-sched"]
+        },
+        {
+          "id": "col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Mon", "Tue", "Wed", "Thu", "Fri"]
+        },
+        {
+          "id": "col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["9:00 AM", "6:00 PM", "12:00 PM", "6:00 PM", "3:00 PM"]
+        },
+        {
+          "id": "col-caption",
+          "component": "Col",
+          "label": "Caption",
+          "data": ["New week, new goals 💪", "Studio setup reveal ✨", "Mid-week check-in", "Tutorial: color grading", "Weekend prep vlog"]
+        },
+        {
+          "id": "col-platform-sched",
+          "component": "Col",
+          "label": "Platform",
+          "data": ["Instagram", "TikTok + IG", "YouTube", "Instagram", "TikTok"]
+        },
+        {
+          "id": "schedule-form-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["schedule-form-title", "schedule-form"]
+        },
+        { "id": "schedule-form-title", "component": "Heading", "text": "Schedule a New Post", "level": "h3" },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-post",
+          "fields": ["fc-platform", "fc-caption", "fc-date", "fc-time"],
+          "buttons": "schedule-buttons"
+        },
+        {
+          "id": "fc-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "sched-platform-select"
+        },
+        {
+          "id": "sched-platform-select",
+          "component": "Select",
+          "name": "sched_platform",
+          "placeholder": "Choose platform",
+          "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"]
+        },
+        { "id": "sp-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "sp-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "sp-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "sp-x", "component": "SelectItem", "value": "x", "label": "X (Twitter)" },
+        {
+          "id": "fc-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "input": "caption-input",
+          "hint": "Write your post caption here"
+        },
+        {
+          "id": "caption-input",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "What's on your mind? ✍️",
+          "rows": 3
+        },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "date-picker"
+        },
+        {
+          "id": "date-picker",
+          "component": "DatePicker",
+          "name": "post_date",
+          "mode": "single"
+        },
+        {
+          "id": "fc-time",
+          "component": "FormControl",
+          "label": "Time",
+          "input": "time-select",
+          "hint": "💡 Best time: 6:00 PM EST"
+        },
+        {
+          "id": "time-select",
+          "component": "Select",
+          "name": "post_time",
+          "placeholder": "Select time",
+          "items": ["t-9", "t-12", "t-15", "t-18", "t-21"]
+        },
+        { "id": "t-9", "component": "SelectItem", "value": "09:00", "label": "9:00 AM" },
+        { "id": "t-12", "component": "SelectItem", "value": "12:00", "label": "12:00 PM" },
+        { "id": "t-15", "component": "SelectItem", "value": "15:00", "label": "3:00 PM" },
+        { "id": "t-18", "component": "SelectItem", "value": "18:00", "label": "6:00 PM ⭐" },
+        { "id": "t-21", "component": "SelectItem", "value": "21:00", "label": "9:00 PM" },
+        {
+          "id": "schedule-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-schedule", "btn-draft"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "tab-collabs",
+          "component": "TabItem",
+          "value": "collabs",
+          "trigger": "🤝 Collabs",
+          "content": ["collabs-card"]
+        },
+        {
+          "id": "collabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["collabs-title", "collabs-alert", "collabs-list"]
+        },
+        { "id": "collabs-title", "component": "Heading", "text": "Pending Collaboration Requests", "level": "h3" },
+        {
+          "id": "collabs-alert",
+          "component": "Alert",
+          "variant": "info",
+          "title": "5 pending requests",
+          "description": "2 are expiring within 48 hours. Review them soon to avoid missing opportunities."
+        },
+        {
+          "id": "collabs-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["collab-1", "collab-2", "collab-3", "collab-4", "collab-5"]
+        },
+        {
+          "id": "collab-1",
+          "component": "ListItem",
+          "title": "GlowSkin Beauty — Sponsored Reel",
+          "subtitle": "$2,500 • Due in 24h • Instagram Reel + Story",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-2",
+          "component": "ListItem",
+          "title": "TechVault — Product Review",
+          "subtitle": "$1,800 + free product • Due in 48h • YouTube",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-3",
+          "component": "ListItem",
+          "title": "@fitlife — Joint TikTok Series",
+          "subtitle": "Revenue share • 4-part series • TikTok",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-4",
+          "component": "ListItem",
+          "title": "Wanderlust Travel — Ambassador Program",
+          "subtitle": "$5,000/month • 3-month commitment • All platforms",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-5",
+          "component": "ListItem",
+          "title": "PodcastXYZ — Guest Appearance",
+          "subtitle": "Exposure + $500 • 45-min episode • Audio",
+          "actionLabel": "Review"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 11 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Follower total + growth | Dashboard tab — stat card + line chart |
+| 2 | Engagement rate | Dashboard tab — stat card (4.7%) |
+| 3 | Best posts + reach | Top Content tab — table with 5 posts |
+| 4 | Audience split by platform | Dashboard tab — donut chart |
+| 5 | Posts scheduled this week | Schedule tab — table with 5 slots |
+| 6 | Best hour to post | Dashboard tab — info callout (Tue/Thu 6 PM) |
+| 7 | Comments waiting for reply | Top Content tab — list with reply actions |
+| 8 | Earnings this month | Dashboard tab — stat card ($8,420) |
+| 9 | Pending collaboration requests | Collabs tab — 5 requests with details |
+| 10 | Schedule a post | Schedule tab — full form (platform, caption, date, time) |
+| 11 | Platform filter | Top-level Select dropdown above all tabs |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..1fde5f4bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r2.txt
@@ -0,0 +1,706 @@
+Here's your cross-platform creator studio dashboard covering all 11 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Creator Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "separator-1", "charts-row", "separator-2", "best-posts-section", "separator-3", "schedule-and-best-hour", "separator-4", "engagement-section", "separator-5", "schedule-form-section"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-inner"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "header-inner",
+          "component": "Card",
+          "children": ["studio-title", "platform-filter-control"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "variant": "clear"
+        },
+        {
+          "id": "studio-title",
+          "component": "Heading",
+          "text": "🎬 Creator Studio",
+          "level": "h1"
+        },
+        {
+          "id": "platform-filter-control",
+          "component": "FormControl",
+          "label": "Filter by Platform",
+          "input": "platform-select"
+        },
+        {
+          "id": "platform-select",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "All Platforms",
+          "items": ["opt-all", "opt-ig", "opt-tt", "opt-yt", "opt-x"]
+        },
+        {
+          "id": "opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Platforms"
+        },
+        {
+          "id": "opt-ig",
+          "component": "SelectItem",
+          "value": "instagram",
+          "label": "Instagram"
+        },
+        {
+          "id": "opt-tt",
+          "component": "SelectItem",
+          "value": "tiktok",
+          "label": "TikTok"
+        },
+        {
+          "id": "opt-yt",
+          "component": "SelectItem",
+          "value": "youtube",
+          "label": "YouTube"
+        },
+        {
+          "id": "opt-x",
+          "component": "SelectItem",
+          "value": "x",
+          "label": "X (Twitter)"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["followers-card", "engagement-card", "earnings-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "followers-card",
+          "component": "Card",
+          "children": ["followers-header", "followers-value", "followers-growth"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "followers-header",
+          "component": "Label",
+          "text": "Total Followers"
+        },
+        {
+          "id": "followers-value",
+          "component": "Heading",
+          "text": "284,392",
+          "level": "h2"
+        },
+        {
+          "id": "followers-growth",
+          "component": "Tag",
+          "text": "↑ +12,847 this month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "children": ["engagement-header", "engagement-value", "engagement-bar"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "engagement-header",
+          "component": "Label",
+          "text": "Engagement Rate"
+        },
+        {
+          "id": "engagement-value",
+          "component": "Heading",
+          "text": "6.8%",
+          "level": "h2"
+        },
+        {
+          "id": "engagement-bar",
+          "component": "Progress",
+          "value": 68,
+          "label": "Above average (industry: 4.2%)"
+        },
+        {
+          "id": "earnings-card",
+          "component": "Card",
+          "children": ["earnings-header", "earnings-value", "earnings-note"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "earnings-header",
+          "component": "Label",
+          "text": "Earnings This Month"
+        },
+        {
+          "id": "earnings-value",
+          "component": "Heading",
+          "text": "$8,420",
+          "level": "h2"
+        },
+        {
+          "id": "earnings-note",
+          "component": "Tag",
+          "text": "↑ 23% vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "separator-1",
+          "component": "Separator"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["growth-chart-card", "audience-chart-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "growth-chart-card",
+          "component": "Card",
+          "children": ["growth-chart-title", "follower-line-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "growth-chart-title",
+          "component": "CardHeader",
+          "title": "Follower Growth — Past 30 Days",
+          "subtitle": "Net new followers per week"
+        },
+        {
+          "id": "follower-line-chart",
+          "component": "LineChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4"],
+          "series": ["series-ig", "series-tt", "series-yt", "series-x"],
+          "variant": "natural",
+          "yLabel": "New Followers"
+        },
+        {
+          "id": "series-ig",
+          "component": "Series",
+          "category": "Instagram",
+          "values": [1200, 1450, 1380, 1620]
+        },
+        {
+          "id": "series-tt",
+          "component": "Series",
+          "category": "TikTok",
+          "values": [2100, 2400, 1900, 2650]
+        },
+        {
+          "id": "series-yt",
+          "component": "Series",
+          "category": "YouTube",
+          "values": [800, 750, 920, 1010]
+        },
+        {
+          "id": "series-x",
+          "component": "Series",
+          "category": "X (Twitter)",
+          "values": [400, 380, 510, 470]
+        },
+        {
+          "id": "audience-chart-card",
+          "component": "Card",
+          "children": ["audience-chart-title", "audience-pie"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "audience-chart-title",
+          "component": "CardHeader",
+          "title": "Audience Split",
+          "subtitle": "By platform"
+        },
+        {
+          "id": "audience-pie",
+          "component": "PieChart",
+          "labels": ["Instagram", "TikTok", "YouTube", "X (Twitter)"],
+          "values": [112400, 98200, 48700, 25092],
+          "variant": "donut"
+        },
+        {
+          "id": "separator-2",
+          "component": "Separator"
+        },
+        {
+          "id": "best-posts-section",
+          "component": "Card",
+          "children": ["best-posts-header", "best-posts-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "best-posts-header",
+          "component": "CardHeader",
+          "title": "🏆 Best Posts This Month",
+          "subtitle": "Ranked by reach"
+        },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-post", "col-platform", "col-reach", "col-engagement"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": ["1", "2", "3", "4", "5"],
+          "type": "string"
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "data": ["Morning routine vlog", "5 tools I can't live without", "Behind the scenes edit", "Q&A: How I grew to 100K", "Day in my life — NYC"],
+          "type": "string"
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "data": ["TikTok", "Instagram", "YouTube", "TikTok", "Instagram"],
+          "type": "string"
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "data": ["1.2M", "890K", "645K", "580K", "412K"],
+          "type": "string"
+        },
+        {
+          "id": "col-engagement",
+          "component": "Col",
+          "label": "Eng. Rate",
+          "data": ["9.4%", "8.1%", "7.2%", "6.9%", "6.5%"],
+          "type": "string"
+        },
+        {
+          "id": "separator-3",
+          "component": "Separator"
+        },
+        {
+          "id": "schedule-and-best-hour",
+          "component": "Card",
+          "children": ["scheduled-card", "best-hour-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "scheduled-card",
+          "component": "Card",
+          "children": ["scheduled-header", "scheduled-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "scheduled-header",
+          "component": "CardHeader",
+          "title": "📅 Posts Scheduled This Week",
+          "subtitle": "5 upcoming"
+        },
+        {
+          "id": "scheduled-list",
+          "component": "ListBlock",
+          "items": ["sched-1", "sched-2", "sched-3", "sched-4", "sched-5"],
+          "variant": "number"
+        },
+        {
+          "id": "sched-1",
+          "component": "ListItem",
+          "title": "\"3 editing hacks\" — Reel",
+          "subtitle": "Instagram · Tue, Jun 17 · 6:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-2",
+          "component": "ListItem",
+          "title": "\"What's in my bag\" — Short",
+          "subtitle": "TikTok · Wed, Jun 18 · 11:00 AM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-3",
+          "component": "ListItem",
+          "title": "\"Full studio tour\" — Video",
+          "subtitle": "YouTube · Thu, Jun 19 · 2:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-4",
+          "component": "ListItem",
+          "title": "\"Thread: 10 lessons learned\"",
+          "subtitle": "X (Twitter) · Fri, Jun 20 · 9:00 AM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-5",
+          "component": "ListItem",
+          "title": "\"Collab teaser\" — Carousel",
+          "subtitle": "Instagram · Sat, Jun 21 · 5:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "best-hour-card",
+          "component": "Card",
+          "children": ["best-hour-header", "best-hour-callout", "best-hour-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "best-hour-header",
+          "component": "CardHeader",
+          "title": "⏰ Best Time to Post",
+          "subtitle": "Based on 90-day history"
+        },
+        {
+          "id": "best-hour-callout",
+          "component": "Callout",
+          "variant": "success",
+          "title": "Tuesday & Thursday, 6:00 PM",
+          "description": "Your audience is most active during this window. Posts published here average 2.3× more reach."
+        },
+        {
+          "id": "best-hour-detail",
+          "component": "TextContent",
+          "text": "**Runner-up:** Saturday 11 AM\n**Avoid:** Monday before 10 AM (lowest engagement)",
+          "size": "small"
+        },
+        {
+          "id": "separator-4",
+          "component": "Separator"
+        },
+        {
+          "id": "engagement-section",
+          "component": "Card",
+          "children": ["comments-card", "collabs-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "children": ["comments-header", "comments-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "💬 Comments Awaiting Reply",
+          "subtitle": "7 unread"
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4"],
+          "variant": "number"
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "@sarah.creates",
+          "subtitle": "\"This changed my workflow completely! What app is that?\" · Instagram · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "@mike_films",
+          "subtitle": "\"Would love a tutorial on this technique\" · YouTube · 4h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "@jenna.vlogs",
+          "subtitle": "\"Collab when?? 👀\" · TikTok · 6h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "@brand_rep_alex",
+          "subtitle": "\"We'd love to discuss a partnership\" · X · 1d ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "collabs-card",
+          "component": "Card",
+          "children": ["collabs-header", "collabs-list"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "collabs-header",
+          "component": "CardHeader",
+          "title": "🤝 Pending Collaboration Requests",
+          "subtitle": "3 awaiting response"
+        },
+        {
+          "id": "collabs-list",
+          "component": "ListBlock",
+          "items": ["collab-1", "collab-2", "collab-3"],
+          "variant": "number"
+        },
+        {
+          "id": "collab-1",
+          "component": "ListItem",
+          "title": "GlowSkin Beauty",
+          "subtitle": "Sponsored Reel · $2,500 · Deadline: Jun 25",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-2",
+          "component": "ListItem",
+          "title": "TechVault App",
+          "subtitle": "3-part series · $4,000 · Deadline: Jul 1",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-3",
+          "component": "ListItem",
+          "title": "@travel.with.tom",
+          "subtitle": "Creator collab · Cross-post · No deadline",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "separator-5",
+          "component": "Separator"
+        },
+        {
+          "id": "schedule-form-section",
+          "component": "Card",
+          "children": ["schedule-form-header", "schedule-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "schedule-form-header",
+          "component": "CardHeader",
+          "title": "✍️ Schedule a New Post",
+          "subtitle": "Pick a platform, write your caption, and choose a time"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-post",
+          "fields": ["fc-platform", "fc-caption", "fc-date", "fc-time"],
+          "buttons": "schedule-buttons"
+        },
+        {
+          "id": "fc-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "schedule-platform-select"
+        },
+        {
+          "id": "schedule-platform-select",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "Choose platform…",
+          "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"]
+        },
+        {
+          "id": "sp-ig",
+          "component": "SelectItem",
+          "value": "instagram",
+          "label": "Instagram"
+        },
+        {
+          "id": "sp-tt",
+          "component": "SelectItem",
+          "value": "tiktok",
+          "label": "TikTok"
+        },
+        {
+          "id": "sp-yt",
+          "component": "SelectItem",
+          "value": "youtube",
+          "label": "YouTube"
+        },
+        {
+          "id": "sp-x",
+          "component": "SelectItem",
+          "value": "x",
+          "label": "X (Twitter)"
+        },
+        {
+          "id": "fc-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "input": "caption-input",
+          "hint": "Write your post caption here"
+        },
+        {
+          "id": "caption-input",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "What's on your mind? ✨",
+          "rows": 3
+        },
+        {
+          "id": "fc-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "date-picker"
+        },
+        {
+          "id": "date-picker",
+          "component": "DatePicker",
+          "name": "post_date",
+          "mode": "single"
+        },
+        {
+          "id": "fc-time",
+          "component": "FormControl",
+          "label": "Time",
+          "input": "time-select",
+          "hint": "💡 Tip: Tuesday & Thursday at 6 PM performs best"
+        },
+        {
+          "id": "time-select",
+          "component": "Select",
+          "name": "post_time",
+          "placeholder": "Select time…",
+          "items": ["t-9am", "t-11am", "t-2pm", "t-5pm", "t-6pm", "t-8pm", "t-9pm"]
+        },
+        {
+          "id": "t-9am",
+          "component": "SelectItem",
+          "value": "09:00",
+          "label": "9:00 AM"
+        },
+        {
+          "id": "t-11am",
+          "component": "SelectItem",
+          "value": "11:00",
+          "label": "11:00 AM"
+        },
+        {
+          "id": "t-2pm",
+          "component": "SelectItem",
+          "value": "14:00",
+          "label": "2:00 PM"
+        },
+        {
+          "id": "t-5pm",
+          "component": "SelectItem",
+          "value": "17:00",
+          "label": "5:00 PM"
+        },
+        {
+          "id": "t-6pm",
+          "component": "SelectItem",
+          "value": "18:00",
+          "label": "6:00 PM ⭐"
+        },
+        {
+          "id": "t-8pm",
+          "component": "SelectItem",
+          "value": "20:00",
+          "label": "8:00 PM"
+        },
+        {
+          "id": "t-9pm",
+          "component": "SelectItem",
+          "value": "21:00",
+          "label": "9:00 PM"
+        },
+        {
+          "id": "schedule-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-schedule", "btn-draft"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 11 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Follower total + growth | Top metrics card + line chart |
+| 2 | Engagement rate | Metrics card with progress bar |
+| 3 | Best posts with reach | Ranked table with reach column |
+| 4 | Audience split by platform | Donut chart |
+| 5 | Scheduled posts this week | Numbered list with dates |
+| 6 | Best hour to post | Callout card with data-backed recommendation |
+| 7 | Comments awaiting reply | List with reply actions |
+| 8 | Earnings this month | Metrics card with MoM comparison |
+| 9 | Pending collab requests | List with review actions |
+| 10 | Schedule a post | Full form (platform, caption, date, time) |
+| 11 | Platform filter | Select dropdown at the top of the page |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..e01a89e26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r3.txt
@@ -0,0 +1,636 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Creator Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-section", "metrics-row", "charts-row", "content-row", "actions-row", "schedule-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "platform-filter"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "🎬 Creator Studio",
+          "level": "h1"
+        },
+        {
+          "id": "platform-filter",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "All Platforms",
+          "size": "medium",
+          "items": ["filter-all", "filter-ig", "filter-tt", "filter-yt", "filter-x"]
+        },
+        {
+          "id": "filter-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Platforms"
+        },
+        {
+          "id": "filter-ig",
+          "component": "SelectItem",
+          "value": "instagram",
+          "label": "Instagram"
+        },
+        {
+          "id": "filter-tt",
+          "component": "SelectItem",
+          "value": "tiktok",
+          "label": "TikTok"
+        },
+        {
+          "id": "filter-yt",
+          "component": "SelectItem",
+          "value": "youtube",
+          "label": "YouTube"
+        },
+        {
+          "id": "filter-x",
+          "component": "SelectItem",
+          "value": "x",
+          "label": "X / Twitter"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["followers-card", "engagement-card", "earnings-card", "best-hour-card"]
+        },
+        {
+          "id": "followers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["followers-label", "followers-value", "followers-growth"]
+        },
+        {
+          "id": "followers-label",
+          "component": "TextContent",
+          "text": "Total Followers",
+          "size": "small"
+        },
+        {
+          "id": "followers-value",
+          "component": "TextContent",
+          "text": "284.7K",
+          "size": "large-heavy"
+        },
+        {
+          "id": "followers-growth",
+          "component": "Tag",
+          "text": "▲ +12.4K this month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["engagement-label", "engagement-value", "engagement-note"]
+        },
+        {
+          "id": "engagement-label",
+          "component": "TextContent",
+          "text": "Engagement Rate",
+          "size": "small"
+        },
+        {
+          "id": "engagement-value",
+          "component": "TextContent",
+          "text": "6.8%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "engagement-note",
+          "component": "Tag",
+          "text": "▲ +0.9% vs last month",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "earnings-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["earnings-label", "earnings-value", "earnings-note"]
+        },
+        {
+          "id": "earnings-label",
+          "component": "TextContent",
+          "text": "Earnings This Month",
+          "size": "small"
+        },
+        {
+          "id": "earnings-value",
+          "component": "TextContent",
+          "text": "$8,420",
+          "size": "large-heavy"
+        },
+        {
+          "id": "earnings-note",
+          "component": "Tag",
+          "text": "3 payouts pending",
+          "variant": "warning",
+          "size": "sm"
+        },
+        {
+          "id": "best-hour-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["best-hour-label", "best-hour-value", "best-hour-note"]
+        },
+        {
+          "id": "best-hour-label",
+          "component": "TextContent",
+          "text": "Best Time to Post",
+          "size": "small"
+        },
+        {
+          "id": "best-hour-value",
+          "component": "TextContent",
+          "text": "6:00 PM",
+          "size": "large-heavy"
+        },
+        {
+          "id": "best-hour-note",
+          "component": "Tag",
+          "text": "Tue & Thu peak",
+          "variant": "info",
+          "size": "sm"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["growth-chart-card", "audience-card"]
+        },
+        {
+          "id": "growth-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["growth-chart-header", "growth-chart"]
+        },
+        {
+          "id": "growth-chart-header",
+          "component": "CardHeader",
+          "title": "Follower Growth",
+          "subtitle": "Past 30 days"
+        },
+        {
+          "id": "growth-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28"],
+          "series": ["growth-series"],
+          "xLabel": "Date",
+          "yLabel": "Followers"
+        },
+        {
+          "id": "growth-series",
+          "component": "Series",
+          "category": "Followers",
+          "values": [272300, 273800, 274500, 275900, 277200, 278100, 279600, 281000, 283200, 284700]
+        },
+        {
+          "id": "audience-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["audience-header", "audience-chart"]
+        },
+        {
+          "id": "audience-header",
+          "component": "CardHeader",
+          "title": "Audience by Platform",
+          "subtitle": "Current split"
+        },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "labels": ["Instagram", "TikTok", "YouTube", "X / Twitter"],
+          "values": [112400, 89300, 54600, 28400],
+          "variant": "donut"
+        },
+        {
+          "id": "content-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["best-posts-card", "scheduled-card"]
+        },
+        {
+          "id": "best-posts-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["best-posts-header", "best-posts-table"]
+        },
+        {
+          "id": "best-posts-header",
+          "component": "CardHeader",
+          "title": "🏆 Top Posts This Month",
+          "subtitle": "Ranked by reach"
+        },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-post", "col-platform", "col-reach", "col-engagement"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": ["1", "2", "3", "4", "5"],
+          "type": "string"
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "data": ["Morning routine vlog", "GRWM: Summer edition", "5 apps I can't live without", "Behind the scenes shoot", "Q&A: Your top questions"],
+          "type": "string"
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "data": ["TikTok", "Instagram", "YouTube", "Instagram", "TikTok"],
+          "type": "string"
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "data": ["1.2M", "847K", "623K", "512K", "489K"],
+          "type": "string"
+        },
+        {
+          "id": "col-engagement",
+          "component": "Col",
+          "label": "Eng. Rate",
+          "data": ["9.2%", "8.1%", "7.4%", "6.9%", "6.5%"],
+          "type": "string"
+        },
+        {
+          "id": "scheduled-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["scheduled-header", "scheduled-list"]
+        },
+        {
+          "id": "scheduled-header",
+          "component": "CardHeader",
+          "title": "📅 Scheduled This Week",
+          "subtitle": "5 posts queued"
+        },
+        {
+          "id": "scheduled-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sched-1", "sched-2", "sched-3", "sched-4", "sched-5"]
+        },
+        {
+          "id": "sched-1",
+          "component": "ListItem",
+          "title": "Reel: Product unboxing",
+          "subtitle": "Instagram · Mon 6:00 PM"
+        },
+        {
+          "id": "sched-2",
+          "component": "ListItem",
+          "title": "Short: Day in my life",
+          "subtitle": "TikTok · Tue 12:30 PM"
+        },
+        {
+          "id": "sched-3",
+          "component": "ListItem",
+          "title": "Video: Tutorial ep. 12",
+          "subtitle": "YouTube · Wed 5:00 PM"
+        },
+        {
+          "id": "sched-4",
+          "component": "ListItem",
+          "title": "Thread: Creator tips",
+          "subtitle": "X / Twitter · Thu 9:00 AM"
+        },
+        {
+          "id": "sched-5",
+          "component": "ListItem",
+          "title": "Carousel: BTS photos",
+          "subtitle": "Instagram · Fri 6:00 PM"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["comments-card", "collabs-card"]
+        },
+        {
+          "id": "comments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["comments-header", "comments-list"]
+        },
+        {
+          "id": "comments-header",
+          "component": "CardHeader",
+          "title": "💬 Comments Awaiting Reply",
+          "subtitle": "7 unanswered"
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment-1", "comment-2", "comment-3", "comment-4"]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "\"Where did you get that ring light?\"",
+          "subtitle": "@sarah.creates · Instagram · 2h ago"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "\"Can you do a collab with @techguru?\"",
+          "subtitle": "@mike_films · TikTok · 4h ago"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "\"Part 2 please!! 🙏\"",
+          "subtitle": "@jenna.vlogs · YouTube · 6h ago"
+        },
+        {
+          "id": "comment-4",
+          "component": "ListItem",
+          "title": "\"This changed my workflow completely\"",
+          "subtitle": "@design.daily · X · 8h ago"
+        },
+        {
+          "id": "collabs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["collabs-header", "collabs-list"]
+        },
+        {
+          "id": "collabs-header",
+          "component": "CardHeader",
+          "title": "🤝 Pending Collaborations",
+          "subtitle": "3 requests"
+        },
+        {
+          "id": "collabs-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["collab-1", "collab-2", "collab-3"]
+        },
+        {
+          "id": "collab-1",
+          "component": "ListItem",
+          "title": "GlowSkin Beauty — Paid reel",
+          "subtitle": "$2,500 · Due Jul 15 · Instagram"
+        },
+        {
+          "id": "collab-2",
+          "component": "ListItem",
+          "title": "TechNova — Product review",
+          "subtitle": "$1,800 · Due Jul 20 · YouTube"
+        },
+        {
+          "id": "collab-3",
+          "component": "ListItem",
+          "title": "FitLife App — 3-part series",
+          "subtitle": "$4,200 · Due Aug 1 · TikTok"
+        },
+        {
+          "id": "schedule-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["schedule-header", "schedule-form"]
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "✍️ Schedule a New Post",
+          "subtitle": "Pick a platform, write your caption, and choose a time"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-post",
+          "fields": ["field-platform", "field-caption", "field-date", "field-time"],
+          "buttons": "schedule-buttons"
+        },
+        {
+          "id": "field-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "input-platform"
+        },
+        {
+          "id": "input-platform",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "Choose platform",
+          "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"]
+        },
+        {
+          "id": "sp-ig",
+          "component": "SelectItem",
+          "value": "instagram",
+          "label": "Instagram"
+        },
+        {
+          "id": "sp-tt",
+          "component": "SelectItem",
+          "value": "tiktok",
+          "label": "TikTok"
+        },
+        {
+          "id": "sp-yt",
+          "component": "SelectItem",
+          "value": "youtube",
+          "label": "YouTube"
+        },
+        {
+          "id": "sp-x",
+          "component": "SelectItem",
+          "value": "x",
+          "label": "X / Twitter"
+        },
+        {
+          "id": "field-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "input": "input-caption",
+          "hint": "Write your post caption here"
+        },
+        {
+          "id": "input-caption",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "What's on your mind? ✨",
+          "rows": 3
+        },
+        {
+          "id": "field-date",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "input-date"
+        },
+        {
+          "id": "input-date",
+          "component": "DatePicker",
+          "name": "post-date",
+          "mode": "single"
+        },
+        {
+          "id": "field-time",
+          "component": "FormControl",
+          "label": "Time",
+          "input": "input-time",
+          "hint": "Tip: 6:00 PM performs best for your audience"
+        },
+        {
+          "id": "input-time",
+          "component": "Select",
+          "name": "post-time",
+          "placeholder": "Select time",
+          "items": ["time-9am", "time-12pm", "time-3pm", "time-6pm", "time-9pm"]
+        },
+        {
+          "id": "time-9am",
+          "component": "SelectItem",
+          "value": "09:00",
+          "label": "9:00 AM"
+        },
+        {
+          "id": "time-12pm",
+          "component": "SelectItem",
+          "value": "12:00",
+          "label": "12:00 PM"
+        },
+        {
+          "id": "time-3pm",
+          "component": "SelectItem",
+          "value": "15:00",
+          "label": "3:00 PM"
+        },
+        {
+          "id": "time-6pm",
+          "component": "SelectItem",
+          "value": "18:00",
+          "label": "6:00 PM ⭐ Recommended"
+        },
+        {
+          "id": "time-9pm",
+          "component": "SelectItem",
+          "value": "21:00",
+          "label": "9:00 PM"
+        },
+        {
+          "id": "schedule-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-schedule", "btn-draft"]
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Creator Studio** dashboard — a single unified screen covering all 11 requirements:
+
+| # | Requirement | Where it lives |
+|---|---|---|
+| 1 | Follower total + growth | Top-left metric card + Area chart below |
+| 2 | Engagement rate | Second metric card with trend tag |
+| 3 | Best posts + reach | Table ranked by reach with engagement |
+| 4 | Audience split by platform | Donut chart (IG / TikTok / YT / X) |
+| 5 | Scheduled this week | Numbered list with platform + time |
+| 6 | Best hour to post | Metric card highlighting 6 PM, Tue/Thu |
+| 7 | Comments awaiting reply | List with usernames + timestamps |
+| 8 | Earnings this month | Metric card showing $8,420 + pending payouts |
+| 9 | Pending collaborations | List with brand, budget, and deadline |
+| 10 | Schedule a post | Full form: platform, caption, date, time |
+| 11 | Platform filter | Select dropdown at the very top |
+
+The layout flows top-down: **filter → KPIs → charts → content → actions → composer**, so a creator can glance at health metrics, then drill into content, then take action — all without leaving the screen.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..5b41987db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-creator__r4.txt
@@ -0,0 +1,400 @@
+
+
+Here's your cross-platform creator studio dashboard covering all 11 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "creator-studio",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#7C3AED",
+        "agentDisplayName": "Creator Studio"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "creator-studio",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "platform-filter", "metrics-row", "charts-row", "content-tabs", "schedule-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Creator Studio",
+          "subtitle": "Your cross-platform analytics & management hub"
+        },
+        {
+          "id": "platform-filter",
+          "component": "FormControl",
+          "label": "Filter by Platform",
+          "input": "select-platform",
+          "hint": "Narrow all metrics and content to a single platform"
+        },
+        {
+          "id": "select-platform",
+          "component": "Select",
+          "name": "platform",
+          "placeholder": "All Platforms",
+          "items": ["opt-all", "opt-ig", "opt-tt", "opt-yt", "opt-x"],
+          "value": "all"
+        },
+        { "id": "opt-all", "component": "SelectItem", "value": "all", "label": "All Platforms" },
+        { "id": "opt-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "opt-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "opt-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "opt-x", "component": "SelectItem", "value": "x", "label": "X / Twitter" },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["follower-card", "engagement-card", "earnings-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "follower-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["follower-label", "follower-value", "follower-growth"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        { "id": "follower-label", "component": "Label", "text": "Total Followers" },
+        { "id": "follower-value", "component": "TextContent", "text": "**284,500**", "size": "large-heavy" },
+        { "id": "follower-growth", "component": "Tag", "text": "▲ +12.4% this month", "variant": "success", "size": "sm" },
+        {
+          "id": "engagement-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["engagement-label", "engagement-value", "engagement-note"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        { "id": "engagement-label", "component": "Label", "text": "Engagement Rate" },
+        { "id": "engagement-value", "component": "TextContent", "text": "**4.8%**", "size": "large-heavy" },
+        { "id": "engagement-note", "component": "Tag", "text": "Above avg (3.2%)", "variant": "info", "size": "sm" },
+        {
+          "id": "earnings-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["earnings-label", "earnings-value", "earnings-note"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        { "id": "earnings-label", "component": "Label", "text": "Earnings This Month" },
+        { "id": "earnings-value", "component": "TextContent", "text": "**$12,840**", "size": "large-heavy" },
+        { "id": "earnings-note", "component": "Tag", "text": "▲ +8% vs last month", "variant": "success", "size": "sm" },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["growth-chart", "audience-chart", "hour-chart"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "growth-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 8", "Jun 15", "Jun 22", "Jun 29"],
+          "series": ["growth-series"],
+          "xLabel": "Date",
+          "yLabel": "Followers",
+          "variant": "natural",
+          "weight": 2
+        },
+        {
+          "id": "growth-series",
+          "component": "Series",
+          "category": "Follower Growth",
+          "values": [253200, 261800, 270400, 278100, 284500]
+        },
+        {
+          "id": "audience-chart",
+          "component": "PieChart",
+          "labels": ["Instagram", "TikTok", "YouTube", "X / Twitter"],
+          "values": [45, 30, 15, 10],
+          "variant": "donut",
+          "weight": 1
+        },
+        {
+          "id": "hour-chart",
+          "component": "BarChart",
+          "labels": ["6 AM", "9 AM", "12 PM", "3 PM", "6 PM", "9 PM"],
+          "series": ["hour-series"],
+          "xLabel": "Hour",
+          "yLabel": "Avg Engagement %",
+          "variant": "grouped",
+          "weight": 2
+        },
+        {
+          "id": "hour-series",
+          "component": "Series",
+          "category": "Engagement",
+          "values": [2.1, 3.4, 4.2, 3.8, 5.6, 4.9]
+        },
+        {
+          "id": "content-tabs",
+          "component": "Tabs",
+          "items": ["tab-posts", "tab-scheduled", "tab-comments", "tab-collabs"]
+        },
+        {
+          "id": "tab-posts",
+          "component": "TabItem",
+          "value": "posts",
+          "trigger": "🏆 Best Posts",
+          "content": ["best-posts-table"]
+        },
+        {
+          "id": "best-posts-table",
+          "component": "Table",
+          "columns": ["col-post", "col-platform", "col-reach", "col-eng"]
+        },
+        {
+          "id": "col-post",
+          "component": "Col",
+          "label": "Post",
+          "data": ["Morning routine vlog", "5 tips for better sleep", "Behind the scenes: studio tour", "Q&A with followers", "Recipe: 10-min breakfast"]
+        },
+        {
+          "id": "col-platform",
+          "component": "Col",
+          "label": "Platform",
+          "data": ["YouTube", "Instagram", "TikTok", "X / Twitter", "Instagram"]
+        },
+        {
+          "id": "col-reach",
+          "component": "Col",
+          "label": "Reach",
+          "data": ["1.2M", "840K", "2.1M", "320K", "670K"]
+        },
+        {
+          "id": "col-eng",
+          "component": "Col",
+          "label": "Engagement",
+          "data": ["6.2%", "5.8%", "7.4%", "4.1%", "5.1%"]
+        },
+        {
+          "id": "tab-scheduled",
+          "component": "TabItem",
+          "value": "scheduled",
+          "trigger": "📅 Scheduled",
+          "content": ["scheduled-list"]
+        },
+        {
+          "id": "scheduled-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["sched-1", "sched-2", "sched-3", "sched-4"]
+        },
+        {
+          "id": "sched-1",
+          "component": "ListItem",
+          "title": "Summer haul video",
+          "subtitle": "YouTube · Tue, Jun 24 at 6:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-2",
+          "component": "ListItem",
+          "title": "Carousel: 5 productivity apps",
+          "subtitle": "Instagram · Wed, Jun 25 at 9:00 AM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-3",
+          "component": "ListItem",
+          "title": "Dance trend remix",
+          "subtitle": "TikTok · Thu, Jun 26 at 3:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "sched-4",
+          "component": "ListItem",
+          "title": "Thread: Creator economy takes",
+          "subtitle": "X / Twitter · Fri, Jun 27 at 12:00 PM",
+          "actionLabel": "Edit"
+        },
+        {
+          "id": "tab-comments",
+          "component": "TabItem",
+          "value": "comments",
+          "trigger": "💬 Comments (7)",
+          "content": ["comments-list"]
+        },
+        {
+          "id": "comments-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["comment-1", "comment-2", "comment-3"]
+        },
+        {
+          "id": "comment-1",
+          "component": "ListItem",
+          "title": "\"Can you do a tutorial on this?\"",
+          "subtitle": "@sarah_creates · Instagram · 2h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-2",
+          "component": "ListItem",
+          "title": "\"This changed my morning routine!\"",
+          "subtitle": "@fitlife_mike · YouTube · 4h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "comment-3",
+          "component": "ListItem",
+          "title": "\"Collab when? 👀\"",
+          "subtitle": "@trendsetter_jay · TikTok · 6h ago",
+          "actionLabel": "Reply"
+        },
+        {
+          "id": "tab-collabs",
+          "component": "TabItem",
+          "value": "collabs",
+          "trigger": "🤝 Collabs (3)",
+          "content": ["collabs-list"]
+        },
+        {
+          "id": "collabs-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["collab-1", "collab-2", "collab-3"]
+        },
+        {
+          "id": "collab-1",
+          "component": "ListItem",
+          "title": "GlowSkin Beauty — Sponsored Reel",
+          "subtitle": "$2,500 · Due Jul 5 · Instagram",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-2",
+          "component": "ListItem",
+          "title": "TechNova — Product Review Video",
+          "subtitle": "$4,000 · Due Jul 12 · YouTube",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "collab-3",
+          "component": "ListItem",
+          "title": "FitFuel — 3-part TikTok Series",
+          "subtitle": "$3,200 · Due Jul 20 · TikTok",
+          "actionLabel": "Review"
+        },
+        {
+          "id": "schedule-section",
+          "component": "Card",
+          "children": ["schedule-header", "schedule-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "schedule-header",
+          "component": "CardHeader",
+          "title": "📝 Schedule a New Post",
+          "subtitle": "Best time to post: 6 PM (based on your engagement history)"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-post",
+          "fields": ["fc-caption", "fc-platform", "fc-datetime"],
+          "buttons": "form-buttons"
+        },
+        {
+          "id": "fc-caption",
+          "component": "FormControl",
+          "label": "Caption",
+          "input": "caption-input",
+          "hint": "Write your post caption here"
+        },
+        {
+          "id": "caption-input",
+          "component": "TextArea",
+          "name": "caption",
+          "placeholder": "What's on your mind? ✨",
+          "rows": 3
+        },
+        {
+          "id": "fc-platform",
+          "component": "FormControl",
+          "label": "Platform",
+          "input": "schedule-platform-select"
+        },
+        {
+          "id": "schedule-platform-select",
+          "component": "Select",
+          "name": "post_platform",
+          "placeholder": "Choose platform",
+          "items": ["sp-ig", "sp-tt", "sp-yt", "sp-x"]
+        },
+        { "id": "sp-ig", "component": "SelectItem", "value": "instagram", "label": "Instagram" },
+        { "id": "sp-tt", "component": "SelectItem", "value": "tiktok", "label": "TikTok" },
+        { "id": "sp-yt", "component": "SelectItem", "value": "youtube", "label": "YouTube" },
+        { "id": "sp-x", "component": "SelectItem", "value": "x", "label": "X / Twitter" },
+        {
+          "id": "fc-datetime",
+          "component": "FormControl",
+          "label": "Publish Date & Time",
+          "input": "datetime-picker",
+          "hint": "Tip: 6 PM shows highest engagement for your audience"
+        },
+        {
+          "id": "datetime-picker",
+          "component": "DatePicker",
+          "name": "publish_date",
+          "mode": "single"
+        },
+        {
+          "id": "form-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-schedule", "btn-draft"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-schedule",
+          "component": "Button",
+          "label": "Schedule Post",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-draft",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 11 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Follower total & growth | Metric card + LineChart showing 5-week trend |
+| 2 | Engagement rate | Metric card with benchmark comparison |
+| 3 | Best posts with reach | Table with post name, platform, reach & engagement |
+| 4 | Audience split by platform | Donut PieChart (IG 45%, TikTok 30%, YT 15%, X 10%) |
+| 5 | Posts scheduled this week | Numbered list with platform, date & time |
+| 6 | Best hour to post | BarChart showing engagement by hour (6 PM peaks) |
+| 7 | Comments awaiting reply | List with reply action buttons |
+| 8 | Earnings this month | Metric card with month-over-month comparison |
+| 9 | Pending collaboration requests | List with budget, deadline & review action |
+| 10 | Schedule a post | Form with caption, platform select & date picker |
+| 11 | Platform filter | Select dropdown at the top to narrow all views |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..31c9cca61
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,94 @@
+
+
+Here's the hospital operations command view — one screen, dense but scannable, with all twelve requirements wired in.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0F8A7D" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-command",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["hdr", "stats", "charts", "tables"] },
+
+        { "id": "hdr", "component": "Card", "direction": "row", "align": "center", "gap": "m", "children": ["hdrMd", "todayTag", "dlgDay", "dlgTransfer", "dlgIncident"] },
+        { "id": "hdrMd", "component": "MarkDownRenderer", "weight": 1, "variant": "clear", "textMarkdown": "## Hospital Operations Command\nSt. Mary's General · Day shift 07:00–19:00 · Data updated 07:42" },
+        { "id": "todayTag", "component": "Tag", "text": "Thu · Nov 6", "variant": "neutral" },
+        { "id": "dlgDay", "component": "DialogBlock", "triggerLabel": "View another day", "triggerVariant": "outline", "title": "View another day", "description": "Pick a date to load that day's operations snapshot.", "content": ["dayBox"] },
+        { "id": "dlgTransfer", "component": "DialogBlock", "triggerLabel": "Request patient transfer", "triggerVariant": "secondary", "title": "Patient transfer request", "description": "Routed to the transfer desk and bed management.", "content": ["trForm"] },
+        { "id": "dlgIncident", "component": "DialogBlock", "triggerLabel": "File incident", "triggerVariant": "destructive", "title": "File an incident report", "description": "Risk management and the nursing supervisor are notified immediately.", "content": ["incForm"] },
+
+        { "id": "stats", "component": "Card", "direction": "row", "align": "stretch", "gap": "m", "children": ["bedCard", "erCard", "critCard", "rdCard"] },
+
+        { "id": "bedCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["bedHdr", "bedChart", "bedTotal", "progICU", "progMS", "progPeds"] },
+        { "id": "bedHdr", "component": "CardHeader", "title": "Bed occupancy", "subtitle": "Occupied vs available" },
+        { "id": "bedChart", "component": "PieChart", "variant": "donut", "labels": ["Occupied", "Available"], "values": [272, 48] },
+        { "id": "bedTotal", "component": "TextContent", "size": "small", "text": "**272 of 320** beds occupied (85%) · 48 open" },
+        { "id": "progICU", "component": "Progress", "value": 94, "label": "ICU · 47/50" },
+        { "id": "progMS", "component": "Progress", "value": 85, "label": "Med-Surg · 178/210" },
+        { "id": "progPeds", "component": "Progress", "value": 78, "label": "Pediatrics · 47/60" },
+
+        { "id": "erCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["erHdr", "erWait", "erTag", "erMeta"] },
+        { "id": "erHdr", "component": "CardHeader", "title": "Current ER wait", "subtitle": "Median door-to-provider" },
+        { "id": "erWait", "component": "TextContent", "size": "large-heavy", "text": "2h 34m" },
+        { "id": "erTag", "component": "Tag", "variant": "warning", "text": "Above 2:00 target" },
+        { "id": "erMeta", "component": "TextContent", "size": "small", "text": "18 in queue · 3 critical triage · 2 LWBS · 4 bays open" },
+
+        { "id": "critCard", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["critHdr", "crit1", "crit2", "crit3"] },
+        { "id": "critHdr", "component": "CardHeader", "title": "Critical patients", "subtitle": "3 active callouts" },
+        { "id": "crit1", "component": "Alert", "variant": "destructive", "title": "P. Vaughn — ICU 12", "description": "Cardiac arrest at 06:12. ROSC achieved; cooling in progress, on levophed. Family updated." },
+        { "id": "crit2", "component": "Alert", "variant": "destructive", "title": "A. Reyes — ED Bay 6", "description": "STEMI — cath lab activation pending. Door-to-balloon ETA 12 min." },
+        { "id": "crit3", "component": "Alert", "variant": "warning", "title": "L. Fontaine — Stepdown 7", "description": "SpO2 84% on NC, escalated to BiPAP. ICU transfer under consideration." },
+
+        { "id": "rdCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["rdHdr", "rdList"] },
+        { "id": "rdHdr", "component": "CardHeader", "title": "Ready for discharge", "subtitle": "4 patients · target 13:00" },
+        { "id": "rdList", "component": "ListBlock", "variant": "number", "items": ["rd1", "rd2", "rd3", "rd4"] },
+        { "id": "rd1", "component": "ListItem", "title": "R. Patel — Bed 214", "subtitle": "Pharmacy complete 11:20 · Transport at 13:00", "actionLabel": "Release" },
+        { "id": "rd2", "component": "ListItem", "title": "G. Douglas — Bed 118", "subtitle": "Nursing complete · Awaiting pickup", "actionLabel": "Release" },
+        { "id": "rd3", "component": "ListItem", "title": "S. Kim — Bed 305", "subtitle": "PT cleared · DME delivered", "actionLabel": "Release" },
+        { "id": "rd4", "component": "ListItem", "title": "M. Osei — Bed 411", "subtitle": "Orders signed 09:05 · Wheelchair transport pending", "actionLabel": "Release" },
+
+        { "id": "charts", "component": "Card", "direction": "row", "align": "stretch", "gap": "m", "children": ["admCard", "deptCard"] },
+        { "id": "admCard", "component": "Card", "weight": 1.5, "direction": "column", "gap": "m", "children": ["admHdr", "admChart"] },
+        { "id": "admHdr", "component": "CardHeader", "title": "Admissions — past 2 weeks", "subtitle": "Daily counts" },
+        { "id": "admChart", "component": "LineChart", "variant": "natural", "yLabel": "Patients/day", "labels": ["Oct 24", "Oct 25", "Oct 26", "Oct 27", "Oct 28", "Oct 29", "Oct 30", "Oct 31", "Nov 1", "Nov 2", "Nov 3", "Nov 4", "Nov 5", "Nov 6"], "series": ["admSeries"] },
+        { "id": "admSeries", "component": "Series", "category": "Admissions", "values": [52, 47, 44, 49, 58, 63, 71, 66, 54, 48, 45, 51, 60, 68] },
+
+        { "id": "deptCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["deptHdr", "deptChart"] },
+        { "id": "deptHdr", "component": "CardHeader", "title": "Patients per department", "subtitle": "272 active inpatients" },
+        { "id": "deptChart", "component": "HorizontalBarChart", "xLabel": "Active patients", "labels": ["Emergency", "Internal Medicine", "Surgery", "ICU", "Pediatrics", "Cardiology", "Oncology", "OB/GYN", "Other/Obs"], "series": ["deptSeries"] },
+        { "id": "deptSeries", "component": "Series", "category": "Active patients", "values": [42, 58, 36, 24, 18, 22, 16, 15, 41] },
+
+        { "id": "tables", "component": "Card", "direction": "row", "align": "stretch", "gap": "m", "children": ["staffCard", "orCard", "supCard"] },
+
+        { "id": "staffCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["staffHdr", "staffTable"] },
+        { "id": "staffHdr", "component": "CardHeader", "title": "Staff on shift", "subtitle": "10 · 07:00–19:00" },
+        { "id": "staffTable", "component": "Table", "columns": ["stName", "stRole", "stUnit"] },
+        { "id": "stName", "component": "Col", "label": "Name", "type": "string", "data": ["Dr. E. Moreau", "K. Okafor, RN", "L. Tran, RN", "Dr. S. Yahya", "J. Bautista, RT", "M. Petrova, RN", "D. Kim, PharmD", "Dr. T. Nwosu", "A. Lindqvist, CNA", "P. Singh, RN"] },
+        { "id": "stRole", "component": "Col", "label": "Role", "type": "string", "data": ["ED Attending", "Charge Nurse", "ICU Nurse", "Attending Surgeon", "Respiratory Therapist", "OR Circulator", "Clinical Pharmacist", "Hospitalist", "Unit Clerk", "Float RN"] },
+        { "id": "stUnit", "component": "Col", "label": "Unit", "type": "string", "data": ["ED", "Med-Surg 3B", "ICU", "OR 1", "ED / ICU", "OR 2", "Pharmacy", "Med-Surg 3A", "ICU", "Float Pool"] },
+
+        { "id": "orCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["orHdr", "orTable"] },
+        { "id": "orHdr", "component": "CardHeader", "title": "OR bookings — today", "subtitle": "6 cases · 2 running" },
+        { "id": "orTable", "component": "Table", "columns": ["oTime", "oRoom", "oProc", "oSurgeon", "oStatus"] },
+        { "id": "oTime", "component": "Col", "label": "Time", "type": "string", "data": ["07:30", "08:00", "09:15", "10:30", "12:00", "14:00"] },
+        { "id": "oRoom", "component": "Col", "label": "Room", "type": "string", "data": ["OR 1", "OR 3", "OR 2", "OR 1", "OR 2", "OR 3"] },
+        { "id": "oProc", "component": "Col", "label": "Procedure", "type": "string", "data": ["Lap cholecystectomy", "Total knee replacement", "Appendectomy", "Inguinal hernia repair", "C-section (elective)", "Carpal tunnel release"] },
+        { "id": "oSurgeon", "component": "Col", "label": "Surgeon", "type": "string", "data": ["Dr. S. Yahya", "Dr. E. Moreau", "Dr. C. Whitfield", "Dr. S. Yahya", "Dr. R. Adeyemi", "Dr. C. Whitfield"] },
+        { "id": "oStatus", "component": "Col", "label": "Status", "type": "string", "data": ["In progress", "In progress", "Scheduled", "Pre-op", "Scheduled", "Delayed"] },
+
+        { "id": "supCard", "component": "Card", "weight": 1, "direction": "column", "gap": "m", "children": ["supHdr", "supTable", "supNote"] },
+        { "id": "supHdr", "component": "CardHeader", "title": "Low inventory", "subtitle": "5 items below par" },
+        { "id": "supTable", "component": "Table", "columns": ["sItem", "sLoc", "sQty", "sPar", "sStatusCol"] },
+        { "id": "sItem", "component": "Col", "label": "Item", "type": "string", "data": ["Nitrile gloves (M)", "IV 0.9% NS 1L", "N95 respirators", "O-neg RBC units", "Stapler reloads"] },
+        { "id": "sLoc", "component": "Col", "label": "Location", "type": "string", "data": ["Central Supply", "Pyxis 3B", "ER Store", "Blood Bank", "OR Store"] },
+        { "id": "sQty", "component": "Col", "label": "On hand", "type": "number", "data": [14, 22, 35, 6, 9] },
+        { "id": "sPar", "component": "Col", "
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..9f012b332
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,594 @@
+
+
+Here's a complete hospital operations command screen covering all 12 requirements — KPI strip (bed occupancy, ER wait), critical patient callout, admissions trend, department census, staff roster with roles, OR schedule, discharge queue, low-supply alerts, plus dialogs to file incidents, switch the view date, and request patient transfers.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0E7C86" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-command",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerBar", "kpiRow", "criticalAlert", "chartsRow", "tablesRow", "listsRow"]
+        },
+        {
+          "id": "headerBar",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "justify": "between",
+          "align": "center",
+          "wrap": true,
+          "gap": "m",
+          "children": ["headerTitle", "incidentDialog", "dateDialog", "transferDialog"]
+        },
+        {
+          "id": "headerTitle",
+          "component": "CardHeader",
+          "title": "Metro General Hospital — Operations Command",
+          "subtitle": "Sunday, Oct 19, 2025 · Data refreshed 14:05 · Charge: A. Ramirez, MSN"
+        },
+        {
+          "id": "incidentDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "File Incident",
+          "triggerVariant": "destructive",
+          "title": "File an Incident Report",
+          "description": "Fielded reports route to Risk Management. High/Critical severity pages the on-call supervisor immediately.",
+          "accessibility": { "label": "File incident", "description": "Opens a form to report a safety or operational incident" },
+          "content": ["incidentForm", "incidentButtons"]
+        },
+        {
+          "id": "dateDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "View Another Day",
+          "triggerVariant": "secondary",
+          "title": "Switch Operational Date",
+          "description": "Occupancy, admissions, OR bookings and staffing will load for the selected date. Historical data is read-only.",
+          "accessibility": { "label": "View another day", "description": "Opens a calendar to pick a different date for this command view" },
+          "content": ["viewCalendar", "viewDateButtons"]
+        },
+        {
+          "id": "transferDialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Patient Transfer",
+          "triggerVariant": "default",
+          "title": "Request a Patient Transfer",
+          "description": "Routing bed management, the charge nurse and transport. STAT requests page the accepting unit directly.",
+          "accessibility": { "label": "Request patient transfer", "description": "Opens a transfer request form" },
+          "content": ["transferForm", "transferButtons"]
+        },
+
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpiBedsCard", "kpiErCard", "kpiStaffCard", "kpiCritCard"]
+        },
+        {
+          "id": "kpiBedsCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiBedsTitle", "kpiBedsValue", "kpiBedsProgress"]
+        },
+        { "id": "kpiBedsTitle", "component": "TextContent", "text": "**BED OCCUPANCY**", "size": "small" },
+        { "id": "kpiBedsValue", "component": "TextContent", "text": "90%", "size": "large-heavy" },
+        { "id": "kpiBedsProgress", "component": "Progress", "value": 90, "label": "378 / 420 beds occupied · 42 open" },
+
+        {
+          "id": "kpiErCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiErTitle", "kpiErValue", "kpiErDetail"]
+        },
+        { "id": "kpiErTitle", "component": "TextContent", "text": "**CURRENT ER WAIT**", "size": "small" },
+        { "id": "kpiErValue", "component": "TextContent", "text": "42 min", "size": "large-heavy" },
+        { "id": "kpiErDetail", "component": "TextContent", "text": "avg door-to-provider · 28 waiting · 3 in triage · longest 96 min", "size": "small" },
+
+        {
+          "id": "kpiStaffCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiStaffTitle", "kpiStaffValue", "kpiStaffDetail"]
+        },
+        { "id": "kpiStaffTitle", "component": "TextContent", "text": "**STAFF ON SHIFT**", "size": "small" },
+        { "id": "kpiStaffValue", "component": "TextContent", "text": "214", "size": "large-heavy" },
+        { "id": "kpiStaffDetail", "component": "TextContent", "text": "118 nursing · 42 physicians · 34 allied health · 20 support", "size": "small" },
+
+        {
+          "id": "kpiCritCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCritTitle", "kpiCritValue", "kpiCritDetail"]
+        },
+        { "id": "kpiCritTitle", "component": "TextContent", "text": "**CRITICAL PATIENTS**", "size": "small" },
+        { "id": "kpiCritValue", "component": "TextContent", "text": "5", "size": "large-heavy" },
+        { "id": "kpiCritDetail", "component": "TextContent", "text": "ICU 3 · Step-down 1 · ED resus 1 · 1 new this shift", "size": "small" },
+
+        {
+          "id": "criticalAlert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "CRITICAL PATIENTS — 5 ACTIVE",
+          "description": "R. Alvarez · ICU-04 · Septic shock on vasopressors, intensivist at bedside\nM. Chen · ICU-06 · Post–cardiac arrest, targeted temperature management\nL. Brooks · ED Resus 2 · Massive transfusion protocol active\nP. Ivanova · Step-down 7 · GI bleed, Hgb 6.2 — awaiting ICU bed (see below)\nS. Diallo · ICU-09 · ARDS on ventilator, proning scheduled 15:00"
+        },
+
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["admissionsCard", "deptCard"]
+        },
+        {
+          "id": "admissionsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["admissionsHeader", "admissionsChart"]
+        },
+        {
+          "id": "admissionsHeader",
+          "component": "CardHeader",
+          "title": "Admissions — Past Two Weeks",
+          "subtitle": "Daily admits across all units · 14-day total: 985"
+        },
+        {
+          "id": "admissionsChart",
+          "component": "LineChart",
+          "variant": "natural",
+          "yLabel": "Admits/day",
+          "labels": ["Oct 6", "Oct 7", "Oct 8", "Oct 9", "Oct 10", "Oct 11", "Oct 12", "Oct 13", "Oct 14", "Oct 15", "Oct 16", "Oct 17", "Oct 18", "Oct 19"],
+          "series": ["admissionsSeries"]
+        },
+        {
+          "id": "admissionsSeries",
+          "component": "Series",
+          "category": "Admissions",
+          "values": [62, 58, 71, 66, 64, 75, 80, 69, 61, 68, 72, 77, 74, 82]
+        },
+        {
+          "id": "deptCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["deptHeader", "deptChart"]
+        },
+        {
+          "id": "deptHeader",
+          "component": "CardHeader",
+          "title": "Patients per Department",
+          "subtitle": "Census as of 14:00 · 8 departments"
+        },
+        {
+          "id": "deptChart",
+          "component": "HorizontalBarChart",
+          "variant": "grouped",
+          "xLabel": "Patients",
+          "labels": ["Emergency", "Medicine", "Surgery", "ICU", "Pediatrics", "Obstetrics", "Oncology", "Psychiatry"],
+          "series": ["deptSeries"]
+        },
+        {
+          "id": "deptSeries",
+          "component": "Series",
+          "category": "Census",
+          "values": [48, 86, 58, 16, 49, 36, 48, 37]
+        },
+
+        {
+          "id": "tablesRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["staffCard", "orCard"]
+        },
+        {
+          "id": "staffCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["staffHeader", "staffTable"]
+        },
+        {
+          "id": "staffHeader",
+          "component": "CardHeader",
+          "title": "Staff on Shift",
+          "subtitle": "10 of 214 shown · sorted by unit"
+        },
+        {
+          "id": "staffTable",
+          "component": "Table",
+          "columns": ["staffColName", "staffColRole", "staffColUnit"]
+        },
+        {
+          "id": "staffColName",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["A. Ramirez", "T. Nguyen", "E. Fontaine", "J. Alvarez", "Dr. S. Whitfield", "Dr. K. Patel", "M. Osei", "D. Hughes", "R. Kowalski", "Dr. L. Amari"]
+        },
+        {
+          "id": "staffColRole",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Charge Nurse", "RN · Triage", "RN", "Respiratory Therapist", "Cardiothoracic Surgeon", "Hospitalist", "Clinical Pharmacist", "Patient Care Tech", "Radiology Technologist", "OB/GYN"]
+        },
+        {
+          "id": "staffColUnit",
+          "component": "Col",
+          "label": "Unit",
+          "type": "string",
+          "data": ["Emergency", "Emergency", "Step-down 7", "ICU", "OR-3", "Medicine 5", "Central Pharmacy", "ICU", "Imaging", "OB/L&D"]
+        },
+        {
+          "id": "orCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["orHeader", "orTable"]
+        },
+        {
+          "id": "orHeader",
+          "component": "CardHeader",
+          "title": "Operating Room Bookings — Today",
+          "subtitle": "7 cases · 2 complete · 2 running · 3 upcoming"
+        },
+        {
+          "id": "orTable",
+          "component": "Table",
+          "columns": ["orColRoom", "orColTime", "orColProc", "orColSurgeon", "orColStatus"]
+        },
+        {
+          "id": "orColRoom",
+          "component": "Col",
+          "label": "Room",
+          "type": "string",
+          "data": ["OR-1", "OR-2", "OR-3", "OR-4", "OR-5", "OR-6", "OR-1"]
+        },
+        {
+          "id": "orColTime",
+          "component": "Col",
+          "label": "Time",
+          "type": "string",
+          "data": ["07:30", "08:00", "08:15", "09:00", "11:30", "13:00", "15:30"]
+        },
+        {
+          "id": "orColProc",
+          "component": "Col",
+          "label": "Procedure",
+          "type": "string",
+          "data": ["Lap cholecystectomy", "Total knee replacement", "CABG ×3", "C-section (urgent)", "Appendectomy", "Hip fracture repair", "ORIF forearm"]
+        },
+        {
+          "id": "orColSurgeon",
+          "component": "Col",
+          "label": "Surgeon",
+          "type": "string",
+          "data": ["Dr. Reyes", "Dr. Novak", "Dr. Whitfield", "Dr. Amari", "Dr. Osei", "Dr. Novak", "Dr. Chen"]
+        },
+        {
+          "id": "orColStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Complete", "In progress", "In progress", "Complete", "Scheduled", "Scheduled", "Scheduled"]
+        },
+
+        {
+          "id": "listsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["dischargeCard", "suppliesCard"]
+        },
+        {
+          "id": "dischargeCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["dischargeHeader", "dischargeList"]
+        },
+        {
+          "id": "dischargeHeader",
+          "component": "CardHeader",
+          "title": "Ready for Discharge",
+          "subtitle": "5 patients cleared · longest waiting 2h"
+        },
+        {
+          "id": "dischargeList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["discharge-1", "discharge-2", "discharge-3", "discharge-4", "discharge-5"]
+        },
+        {
+          "id": "discharge-1",
+          "component": "ListItem",
+          "title": "J. Okafor · Med-Surg 4B, Rm 412",
+          "subtitle": "Discharge order signed 10:40 · awaiting ride",
+          "actionLabel": "Track"
+        },
+        {
+          "id": "discharge-2",
+          "component": "ListItem",
+          "title": "H. Tanaka · Oncology 6A, Rm 610",
+          "subtitle": "Meds delivered · family pickup 15:15",
+          "actionLabel": "Track"
+        },
+        {
+          "id": "discharge-3",
+          "component": "ListItem",
+          "title": "R. Mehta · Step-down 7, Rm 704",
+          "subtitle": "Education complete · pending final vitals",
+          "actionLabel": "Track"
+        },
+        {
+          "id": "discharge-4",
+          "component": "ListItem",
+          "title": "C. Dubois · OB/L&D, Rm L3",
+          "subtitle": "Mom & baby ready · transport at 14:30",
+          "actionLabel": "Track"
+        },
+        {
+          "id": "discharge-5",
+          "component": "ListItem",
+          "title": "W. Freeman · Med-Surg 4A, Rm 428",
+          "subtitle": "In discharge lounge since 12:05",
+          "actionLabel": "Track"
+        },
+        {
+          "id": "suppliesCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["suppliesHeader", "suppliesList"]
+        },
+        {
+          "id": "suppliesHeader",
+          "component": "CardHeader",
+          "title": "Supplies Running Low",
+          "subtitle": "5 items below par · 1 critical"
+        },
+        {
+          "id": "suppliesList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["supply-1", "supply-2", "supply-3", "supply-4", "supply-5"]
+        },
+        {
+          "id": "supply-1",
+          "component": "ListItem",
+          "title": "N95 respirators (fit-tested)",
+          "subtitle": "Central Supply · 40 on hand / 150 par · CRITICAL",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "supply-2",
+          "component": "ListItem",
+          "title": "Nitrile gloves, medium",
+          "subtitle": "Central Supply · 12 boxes / 60 par (~1 shift)",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "supply-3",
+          "component": "ListItem",
+          "title": "Normal saline 0.9% 1L bags",
+          "subtitle": "Pharmacy · 85 / 300 par",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "supply-4",
+          "component": "ListItem",
+          "title": "IV start kits",
+          "subtitle": "ED fast-stock · 22 / 80 par",
+          "actionLabel": "Reorder"
+        },
+        {
+          "id": "supply-5",
+          "component": "ListItem",
+          "title": "Stapler cartridges 45mm",
+          "subtitle": "OR core · 6 / 24 par · affects today's cases",
+          "actionLabel": "Reorder"
+        },
+
+        {
+          "id": "viewCalendar",
+          "component": "CalendarBlock",
+          "mode": "single",
+          "defaultMonth": "2025-10"
+        },
+        {
+          "id": "viewDateButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["loadDateBtn", "todayBtn"]
+        },
+        {
+          "id": "loadDateBtn",
+          "component": "Button",
+          "label": "Load Selected Day",
+          "variant": "primary",
+          "action": [{ "type": "loadDate" }]
+        },
+        {
+          "id": "todayBtn",
+          "component": "Button",
+          "label": "Return to Today",
+          "variant": "secondary",
+          "action": [{ "type": "resetToToday" }]
+        },
+
+        {
+          "id": "incidentForm",
+          "component": "Form",
+          "name": "incident-report",
+          "buttons": "incidentButtons",
+          "fields": ["incTypeCtrl", "incLocCtrl", "incSevCtrl", "incWhenCtrl", "incDescCtrl"]
+        },
+        {
+          "id": "incidentButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["incSubmitBtn", "incCancelBtn"]
+        },
+        {
+          "id": "incSubmitBtn",
+          "component": "Button",
+          "label": "Submit Report",
+          "variant": "primary",
+          "action": [{ "type": "submit" }]
+        },
+        {
+          "id": "incCancelBtn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary",
+          "action": [{ "type": "dismiss" }]
+        },
+        {
+          "id": "incTypeCtrl",
+          "component": "FormControl",
+          "label": "Incident type",
+          "input": "incType"
+        },
+        {
+          "id": "incType",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select type…",
+          "items": ["incTypeOpt1", "incTypeOpt2", "incTypeOpt3", "incTypeOpt4", "incTypeOpt5"]
+        },
+        { "id": "incTypeOpt1", "component": "SelectItem", "value": "patient-safety", "label": "Patient safety" },
+        { "id": "incTypeOpt2", "component": "SelectItem", "value": "medication-error", "label": "Medication error" },
+        { "id": "incTypeOpt3", "component": "SelectItem", "value": "equipment-failure", "label": "Equipment failure" },
+        { "id": "incTypeOpt4", "component": "SelectItem", "value": "staff-injury", "label": "Staff injury" },
+        { "id": "incTypeOpt5", "component": "SelectItem", "value": "other", "label": "Other" },
+        {
+          "id": "incLocCtrl",
+          "component": "FormControl",
+          "label": "Location / department",
+          "input": "incLoc"
+        },
+        {
+          "id": "incLoc",
+          "component": "Select",
+          "name": "incidentLocation",
+          "placeholder": "Select location…",
+          "items": ["incLocOpt1", "incLocOpt2", "incLocOpt3", "incLocOpt4", "incLocOpt5", "incLocOpt6"]
+        },
+        { "id": "incLocOpt1", "component": "SelectItem", "value": "ed", "label": "Emergency Department" },
+        { "id": "incLocOpt2", "component": "SelectItem", "value": "icu", "label": "ICU" },
+        { "id": "incLocOpt3", "component": "SelectItem", "value": "or", "label": "Operating Rooms" },
+        { "id": "incLocOpt4", "component": "SelectItem", "value": "med-surg", "label": "Med-Surg" },
+        { "id": "incLocOpt5", "component": "SelectItem", "value": "obstetrics", "label": "Obstetrics" },
+        { "id": "incLocOpt6", "component": "SelectItem", "value": "other", "label": "Other location" },
+        {
+          "id": "incSevCtrl",
+          "component": "FormControl",
+          "label": "Severity",
+          "hint": "High and Critical notify Risk Management and may page the on-call supervisor.",
+          "input": "incSeverity"
+        },
+        {
+          "id": "incSeverity",
+          "component": "Select",
+          "name": "incidentSeverity",
+          "placeholder": "Select severity…",
+          "items": ["incSevOpt1", "incSevOpt2", "incSevOpt3", "incSevOpt4"]
+        },
+        { "id": "incSevOpt1", "component": "SelectItem", "value": "low", "label": "Low — logged only" },
+        { "id": "incSevOpt2", "component": "SelectItem", "value": "moderate", "label": "Moderate — department review" },
+        { "id": "incSevOpt3", "component": "SelectItem", "value": "high", "label": "High — Risk Management notified" },
+        { "id": "incSevOpt4", "component": "SelectItem", "value": "critical", "label": "Critical — immediate page" },
+        {
+          "id": "incWhenCtrl",
+          "component": "FormControl",
+          "label": "Date & time of incident",
+          "input": "incWhen"
+        },
+        {
+          "id": "incWhen",
+          "component": "DatePicker",
+          "name": "incidentWhen",
+          "mode": "single"
+        },
+        {
+          "id": "incDescCtrl",
+          "component": "FormControl",
+          "label": "Description",
+          "hint": "Include patient/staff involved, equipment IDs, and immediate actions taken.",
+          "input": "incDesc"
+        },
+        {
+          "id": "incDesc",
+          "component": "TextArea",
+          "name": "incidentDescription",
+          "rows": 4,
+          "placeholder": "Describe what happened, who was involved, and immediate response…"
+        },
+
+        {
+          "id": "transferForm",
+          "component": "Form",
+          "name": "transfer-request",
+          "buttons": "transferButtons",
+          "fields": ["trPatientCtrl", "trFromCtrl", "trDestCtrl", "trPrioCtrl", "trReasonCtrl"]
+        },
+        {
+          "id": "transferButtons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["trSubmitBtn", "trCancelBtn"]
+        },
+        {
+          "id": "trSubmitBtn",
+          "component": "Button",
+          "label": "Send Request",
+          "variant": "primary",
+          "action": [{ "type": "submit" }]
+        },
+        {
+          "id": "trCancelBtn",
+          "component": "Button",
+          "label": "Cancel",
+          "
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..a44526777
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,118 @@
+
+
+Here's a complete hospital operations command screen covering all 12 requirements — KPIs, charts, live lists, staff roster, and dialog-based actions for incidents, transfers, and day navigation.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#0E7490" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-command",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["headerRow", "liveAlert", "kpiRow", "chartsRow", "patientsRow", "workflowRow", "staffCard", "footerNote"] },
+
+        { "id": "headerRow", "component": "Card", "variant": "clear", "direction": "row", "justify": "between", "align": "center", "wrap": true, "children": ["headerLeft", "headerRight"] },
+        { "id": "headerLeft", "component": "Card", "variant": "clear", "direction": "column", "gap": "s", "children": ["titleMain", "tagsRow"] },
+        { "id": "titleMain", "component": "Heading", "level": "h1", "text": "Hospital Operations Command" },
+        { "id": "tagsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "s", "children": ["tagLive", "tagCap"] },
+        { "id": "tagLive", "component": "Tag", "text": "LIVE", "variant": "success", "size": "sm" },
+        { "id": "tagCap", "component": "Tag", "text": "Capacity pressure — Orange", "variant": "warning", "size": "sm" },
+
+        { "id": "headerRight", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "align": "end", "wrap": true, "children": ["fcDate", "dlgIncident", "dlgTransfer"] },
+        { "id": "fcDate", "component": "FormControl", "label": "View day", "input": "datePick", "hint": "Pick another day to review that day's bookings & census" },
+        { "id": "datePick", "component": "DatePicker", "name": "view_date", "mode": "single", "value": ["2025-06-01"] },
+
+        { "id": "dlgIncident", "component": "DialogBlock", "triggerLabel": "File incident", "triggerVariant": "destructive", "title": "File an incident", "description": "Reports route to Risk Management and the charge nurse on duty.", "content": ["formIncident"] },
+        { "id": "formIncident", "component": "Form", "name": "incident_report", "fields": ["fcIncType", "fcIncLoc", "fcIncSev", "fcIncDesc"], "buttons": "btnsInc" },
+        { "id": "fcIncType", "component": "FormControl", "label": "Incident type", "input": "selIncType" },
+        { "id": "selIncType", "component": "Select", "name": "incident_type", "placeholder": "Select type…", "items": ["siInc1", "siInc2", "siInc3", "siInc4", "siInc5"] },
+        { "id": "siInc1", "component": "SelectItem", "value": "clinical", "label": "Clinical / medication error" },
+        { "id": "siInc2", "component": "SelectItem", "value": "safety", "label": "Patient safety — fall / elopement" },
+        { "id": "siInc3", "component": "SelectItem", "value": "equipment", "label": "Equipment failure" },
+        { "id": "siInc4", "component": "SelectItem", "value": "staff", "label": "Staff injury / exposure" },
+        { "id": "siInc5", "component": "SelectItem", "value": "facility", "label": "Facility / security" },
+        { "id": "fcIncLoc", "component": "FormControl", "label": "Location / unit", "input": "inpIncLoc" },
+        { "id": "inpIncLoc", "component": "Input", "name": "incident_location", "placeholder": "e.g., ICU-04, OR 2, ER Bay 3" },
+        { "id": "fcIncSev", "component": "FormControl", "label": "Severity", "input": "rgIncSev" },
+        { "id": "rgIncSev", "component": "RadioGroup", "name": "incident_severity", "items": ["riInc1", "riInc2", "riInc3"] },
+        { "id": "riInc1", "component": "RadioItem", "label": "Low", "description": "No harm — near miss or minor issue", "value": "low" },
+        { "id": "riInc2", "component": "RadioItem", "label": "Moderate", "description": "Care required — affects workflow", "value": "moderate" },
+        { "id": "riInc3", "component": "RadioItem", "label": "Severe", "description": "Serious harm or life-safety risk", "value": "severe" },
+        { "id": "fcIncDesc", "component": "FormControl", "label": "What happened", "input": "taIncDesc" },
+        { "id": "taIncDesc", "component": "TextArea", "name": "incident_description", "rows": 4, "placeholder": "Timeline, people involved, actions already taken…" },
+        { "id": "btnsInc", "component": "Buttons", "buttons": ["btnIncSubmit", "btnIncCancel"] },
+        { "id": "btnIncSubmit", "component": "Button", "label": "Submit incident", "variant": "primary" },
+        { "id": "btnIncCancel", "component": "Button", "label": "Cancel", "variant": "tertiary" },
+
+        { "id": "dlgTransfer", "component": "DialogBlock", "triggerLabel": "Request transfer", "triggerVariant": "secondary", "title": "Patient transfer request", "description": "Requests route to Bed Management / Patient Flow.", "content": ["formTransfer"] },
+        { "id": "formTransfer", "component": "Form", "name": "transfer_request", "fields": ["fcXferPat", "fcXferFrom", "fcXferTo", "fcXferUrg", "fcXferReason"], "buttons": "btnsXfer" },
+        { "id": "fcXferPat", "component": "FormControl", "label": "Patient ID / name", "input": "inpXferPat" },
+        { "id": "inpXferPat", "component": "Input", "name": "patient", "placeholder": "e.g., 08421 — R. Alvarez" },
+        { "id": "fcXferFrom", "component": "FormControl", "label": "From unit", "input": "selXferFrom" },
+        { "id": "selXferFrom", "component": "Select", "name": "from_unit", "placeholder": "Select unit…", "items": ["xf1", "xf2", "xf3", "xf4", "xf5", "xf6"] },
+        { "id": "xf1", "component": "SelectItem", "value": "er", "label": "ER" },
+        { "id": "xf2", "component": "SelectItem", "value": "icu", "label": "ICU" },
+        { "id": "xf3", "component": "SelectItem", "value": "med", "label": "General Med 4B" },
+        { "id": "xf4", "component": "SelectItem", "value": "cards", "label": "Cardiology 5A" },
+        { "id": "xf5", "component": "SelectItem", "value": "ortho", "label": "Orthopedics 3A" },
+        { "id": "xf6", "component": "SelectItem", "value": "gyn", "label": "OB/GYN 2C" },
+        { "id": "fcXferTo", "component": "FormControl", "label": "Destination", "input": "selXferTo" },
+        { "id": "selXferTo", "component": "Select", "name": "destination", "placeholder": "Select destination…", "items": ["xd1", "xd2", "xd3", "xd4", "xd5", "xd6"] },
+        { "id": "xd1", "component": "SelectItem", "value": "in_icu", "label": "ICU (in-hospital)" },
+        { "id": "xd2", "component": "SelectItem", "value": "in_step", "label": "Step-down (in-hospital)" },
+        { "id": "xd3", "component": "SelectItem", "value": "in_tele", "label": "Telemetry (in-hospital)" },
+        { "id": "xd4", "component": "SelectItem", "value": "ext_trauma", "label": "External — trauma center" },
+        { "id": "xd5", "component": "SelectItem", "value": "ext_cath", "label": "External — cath-capable" },
+        { "id": "xd6", "component": "SelectItem", "value": "ext_rehab", "label": "External — rehab facility" },
+        { "id": "fcXferUrg", "component": "FormControl", "label": "Urgency", "input": "rgXferUrg" },
+        { "id": "rgXferUrg", "component": "RadioGroup", "name": "transfer_urgency", "items": ["xu1", "xu2", "xu3"] },
+        { "id": "xu1", "component": "RadioItem", "label": "Immediate — STAT", "description": "Life-safety or time-critical care", "value": "stat" },
+        { "id": "xu2", "component": "RadioItem", "label": "Within 2 hours", "description": "Urgent but stable", "value": "urgent" },
+        { "id": "xu3", "component": "RadioItem", "label": "Scheduled / routine", "description": "Non-urgent, planned move", "value": "routine" },
+        { "id": "fcXferReason", "component": "FormControl", "label": "Clinical rationale", "input": "taXferReason" },
+        { "id": "taXferReason", "component": "TextArea", "name": "transfer_reason", "rows": 3, "placeholder": "Reason for transfer, diagnosis, services needed…" },
+        { "id": "btnsXfer", "component": "Buttons", "buttons": ["btnXferSubmit", "btnXferCancel"] },
+        { "id": "btnXferSubmit", "component": "Button", "label": "Submit request", "variant": "primary" },
+        { "id": "btnXferCancel", "component": "Button", "label": "Cancel", "variant": "tertiary" },
+
+        { "id": "liveAlert", "component": "Alert", "variant": "info", "title": "Live census — updated 14:22", "description": "All times local. Select any date above to review another day's bookings and census." },
+
+        { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["bedCard", "erCard"] },
+        { "id": "bedCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["bedHeader", "bedProgress", "bedDetail"] },
+        { "id": "bedHeader", "component": "CardHeader", "title": "Bed Occupancy", "subtitle": "Medical center — all units" },
+        { "id": "bedProgress", "component": "Progress", "value": 86, "label": "412 / 480 beds occupied (86%)" },
+        { "id": "bedDetail", "component": "TextContent", "size": "small", "text": "ICU 94% · Med-Surg 82% · Cardiology 88% · Peds 71% · 68 beds available (6 ICU)" },
+        { "id": "erCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["erHeader", "erWait", "erDetail"] },
+        { "id": "erHeader", "component": "CardHeader", "title": "Current ER Wait", "subtitle": "Emergency department — real-time" },
+        { "id": "erWait", "component": "TextContent", "size": "large-heavy", "text": "38 min" },
+        { "id": "erDetail", "component": "TextContent", "size": "small", "text": "17 in waiting room · Door-to-provider 24 min · ESI-1: 1 · ESI-2: 2 · 4 trauma bays free" },
+
+        { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["admCard", "deptCard"] },
+        { "id": "admCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["admHeader", "admChart"] },
+        { "id": "admHeader", "component": "CardHeader", "title": "Admissions — Past 2 Weeks", "subtitle": "Daily admissions vs. discharges" },
+        { "id": "admChart", "component": "LineChart", "variant": "natural", "xLabel": "Date", "yLabel": "Patients / day", "labels": ["May 19","May 20","May 21","May 22","May 23","May 24","May 25","May 26","May 27","May 28","May 29","May 30","May 31","Jun 1"], "series": ["admSeriesA", "admSeriesD"] },
+        { "id": "admSeriesA", "component": "Series", "category": "Admissions", "values": [42, 48, 51, 39, 47, 55, 38, 44, 52, 58, 49, 63, 57, 61]},
+        { "id": "admSeriesD", "component": "Series", "category": "Discharges", "values": [40, 45, 49, 41, 46, 50, 36, 47, 50, 54, 51, 58, 60, 55]},
+        { "id": "deptCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["deptHeader", "deptChart"] },
+        { "id": "deptHeader", "component": "CardHeader", "title": "Patients per Department", "subtitle": "Current census by unit" },
+        { "id": "deptChart", "component": "HorizontalBarChart", "xLabel": "Patients", "labels": ["Emergency", "Cardiology", "General Med", "ICU", "Oncology", "Orthopedics", "Pediatrics", "OB/GYN"], "series": ["deptSeries"] },
+        { "id": "deptSeries", "component": "Series", "category": "Current census", "values": [28, 34, 52, 16, 23, 21, 18, 15]},
+
+        { "id": "patientsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "wrap": true, "children": ["critCard", "dcCard"] },
+        { "id": "critCard", "component": "Card", "direction": "column", "gap": "s", "weight": 1, "children": ["critHeader", "critAlert", "critList"] },
+        { "id": "critHeader", "component": "CardHeader", "title": "Critical Patients", "subtitle": "Require rapid response / immediate attention" },
+        { "id": "critAlert", "component": "Alert", "variant": "destructive", "title": "2 rapid responses active", "description": "ER Bay 3 (STEMI) and ICU-04 (septic shock) — intensivist coverage confirmed, bed holds placed." },
+        { "id": "critList", "component": "ListBlock", "variant": "number", "items": ["crit1", "crit2", "crit3", "crit4"] },
+        { "id": "crit1", "component": "ListItem", "title": "R. Alvarez — ICU-04", "subtitle": "Septic shock · norepinephrine titrating · intensivist at bedside since 13:40" },
+        { "id": "crit2", "component": "ListItem", "title": "M. Chen — ER Bay 3", "subtitle": "STEMI · cath lab activated · door-to-balloon target 14:35" },
+        { "id": "crit3", "component": "ListItem", "title": "J. Okafor — ICU-02", "subtitle": "Post-op bleeding · Hgb 6.8 · 2u pRBC infusing · surgery notified" },
+        { "id": "crit4", "component": "ListItem", "title": "S. Whitcombe — Tele 5A-12", "subtitle": "NSTEMI · heparin drip running · cardiology following" },
+        { "
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..bbee2575c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-hospital__r4.txt
@@ -0,0 +1,841 @@
+
+
+Here's a comprehensive hospital operations command view covering all 12 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "hospital-ops-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0077B6",
+        "agentDisplayName": "Hospital Ops Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "hospital-ops-command",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "metrics-row", "critical-alert", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🏥 Hospital Operations Command Center",
+          "subtitle": "Real-time overview · Last updated: 14:32 today"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bed-card", "er-card", "discharge-count-card"]
+        },
+        {
+          "id": "bed-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["bed-label", "bed-progress", "bed-detail"],
+          "weight": 1
+        },
+        {
+          "id": "bed-label",
+          "component": "Label",
+          "text": "Bed Occupancy"
+        },
+        {
+          "id": "bed-progress",
+          "component": "Progress",
+          "value": 87,
+          "label": "87% — 312 of 358 beds occupied"
+        },
+        {
+          "id": "bed-detail",
+          "component": "TextContent",
+          "text": "ICU: 94% · Medical: 85% · Surgical: 82% · Pediatric: 78%",
+          "size": "small"
+        },
+        {
+          "id": "er-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["er-label", "er-wait-text", "er-detail"],
+          "weight": 1
+        },
+        {
+          "id": "er-label",
+          "component": "Label",
+          "text": "Current ER Wait"
+        },
+        {
+          "id": "er-wait-text",
+          "component": "TextContent",
+          "text": "**42 minutes** average",
+          "size": "large-heavy"
+        },
+        {
+          "id": "er-detail",
+          "component": "TextContent",
+          "text": "18 patients in queue · 4 critical · Triage backlog: moderate",
+          "size": "small"
+        },
+        {
+          "id": "discharge-count-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["discharge-label", "discharge-count-text", "discharge-detail"],
+          "weight": 1
+        },
+        {
+          "id": "discharge-label",
+          "component": "Label",
+          "text": "Ready for Discharge"
+        },
+        {
+          "id": "discharge-count-text",
+          "component": "TextContent",
+          "text": "**14 patients**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "discharge-detail",
+          "component": "TextContent",
+          "text": "6 awaiting transport · 5 awaiting pharmacy · 3 cleared",
+          "size": "small"
+        },
+        {
+          "id": "critical-alert",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "⚠️ 3 Critical Patients Require Immediate Attention",
+          "description": "Rm 412-B: Cardiac arrest recovery (Dr. Patel notified) · ICU-07: Sepsis protocol initiated · ER Bay 3: Trauma, awaiting OR availability"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-operations", "tab-staff", "tab-actions"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "📊 Overview",
+          "content": ["overview-card"]
+        },
+        {
+          "id": "overview-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["date-nav-row", "admissions-section", "dept-section"]
+        },
+        {
+          "id": "date-nav-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["date-label", "date-picker-control"]
+        },
+        {
+          "id": "date-label",
+          "component": "Label",
+          "text": "View another day:"
+        },
+        {
+          "id": "date-picker-control",
+          "component": "FormControl",
+          "label": "Select Date",
+          "input": "date-picker",
+          "hint": "Defaults to today. Choose any date to review historical data."
+        },
+        {
+          "id": "date-picker",
+          "component": "DatePicker",
+          "name": "viewDate",
+          "mode": "single"
+        },
+        {
+          "id": "admissions-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["admissions-heading", "admissions-chart"]
+        },
+        {
+          "id": "admissions-heading",
+          "component": "Heading",
+          "text": "Admissions — Past 14 Days",
+          "level": "h3"
+        },
+        {
+          "id": "admissions-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"],
+          "series": ["admissions-series-total", "admissions-series-er"],
+          "xLabel": "Date",
+          "yLabel": "Admissions",
+          "variant": "natural"
+        },
+        {
+          "id": "admissions-series-total",
+          "component": "Series",
+          "category": "Total Admissions",
+          "values": [34, 29, 41, 38, 35, 44, 40, 32, 37, 42, 39, 45, 43, 38]
+        },
+        {
+          "id": "admissions-series-er",
+          "component": "Series",
+          "category": "ER Admissions",
+          "values": [12, 10, 15, 14, 11, 18, 16, 13, 14, 17, 15, 19, 16, 14]
+        },
+        {
+          "id": "dept-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dept-heading", "dept-chart"]
+        },
+        {
+          "id": "dept-heading",
+          "component": "Heading",
+          "text": "Current Patients per Department",
+          "level": "h3"
+        },
+        {
+          "id": "dept-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Emergency", "Internal Medicine", "Surgery", "ICU", "Cardiology", "Pediatrics", "Oncology", "Orthopedics", "Neurology", "OB/GYN"],
+          "series": ["dept-series"],
+          "xLabel": "Patients",
+          "variant": "grouped"
+        },
+        {
+          "id": "dept-series",
+          "component": "Series",
+          "category": "Patients",
+          "values": [18, 62, 45, 28, 34, 22, 30, 25, 18, 20]
+        },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "🔧 Operations",
+          "content": ["ops-card"]
+        },
+        {
+          "id": "ops-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["or-section", "discharge-section", "supplies-section"]
+        },
+        {
+          "id": "or-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["or-heading", "or-table"]
+        },
+        {
+          "id": "or-heading",
+          "component": "Heading",
+          "text": "Today's Operating Room Bookings",
+          "level": "h3"
+        },
+        {
+          "id": "or-table",
+          "component": "Table",
+          "columns": ["or-col-time", "or-col-room", "or-col-procedure", "or-col-surgeon", "or-col-status"]
+        },
+        {
+          "id": "or-col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["07:00", "08:30", "09:00", "10:15", "11:00", "13:00", "14:30", "16:00"]
+        },
+        {
+          "id": "or-col-room",
+          "component": "Col",
+          "label": "Room",
+          "data": ["OR-1", "OR-3", "OR-2", "OR-1", "OR-4", "OR-2", "OR-3", "OR-1"]
+        },
+        {
+          "id": "or-col-procedure",
+          "component": "Col",
+          "label": "Procedure",
+          "data": ["Knee Replacement", "Appendectomy", "Cardiac Bypass", "Hip Repair", "Tumor Resection", "Gallbladder Removal", "Spinal Fusion", "Trauma Exploration"]
+        },
+        {
+          "id": "or-col-surgeon",
+          "component": "Col",
+          "label": "Surgeon",
+          "data": ["Dr. Kim", "Dr. Osei", "Dr. Vasquez", "Dr. Kim", "Dr. Chen", "Dr. Osei", "Dr. Patel", "Dr. Vasquez"]
+        },
+        {
+          "id": "or-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Complete", "✅ Complete", "🔄 In Progress", "⏳ Scheduled", "⏳ Scheduled", "⏳ Scheduled", "⏳ Scheduled", "⏳ Scheduled"]
+        },
+        {
+          "id": "discharge-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["discharge-heading", "discharge-list"]
+        },
+        {
+          "id": "discharge-heading",
+          "component": "Heading",
+          "text": "Patients Ready for Discharge",
+          "level": "h3"
+        },
+        {
+          "id": "discharge-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["dis-1", "dis-2", "dis-3", "dis-4", "dis-5", "dis-6"]
+        },
+        {
+          "id": "dis-1",
+          "component": "ListItem",
+          "title": "Margaret Thompson",
+          "subtitle": "Rm 305-A · Internal Medicine · Cleared by Dr. Osei · Awaiting transport",
+          "actionLabel": "Arrange"
+        },
+        {
+          "id": "dis-2",
+          "component": "ListItem",
+          "title": "James Rodriguez",
+          "subtitle": "Rm 218-B · Cardiology · Cleared by Dr. Vasquez · Pharmacy pending",
+          "actionLabel": "Follow Up"
+        },
+        {
+          "id": "dis-3",
+          "component": "ListItem",
+          "title": "Aisha Patel",
+          "subtitle": "Rm 410-A · Surgery · Cleared by Dr. Kim · Ready to go",
+          "actionLabel": "Discharge"
+        },
+        {
+          "id": "dis-4",
+          "component": "ListItem",
+          "title": "Robert Chen",
+          "subtitle": "Rm 112-C · Orthopedics · Cleared by Dr. Patel · Awaiting family pickup",
+          "actionLabel": "Notify"
+        },
+        {
+          "id": "dis-5",
+          "component": "ListItem",
+          "title": "Linda Okafor",
+          "subtitle": "Rm 320-B · Neurology · Cleared by Dr. Chen · Awaiting transport",
+          "actionLabel": "Arrange"
+        },
+        {
+          "id": "dis-6",
+          "component": "ListItem",
+          "title": "David Müller",
+          "subtitle": "Rm 205-A · Internal Medicine · Cleared by Dr. Osei · Pharmacy pending",
+          "actionLabel": "Follow Up"
+        },
+        {
+          "id": "supplies-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["supplies-heading", "supplies-alert", "supplies-table"]
+        },
+        {
+          "id": "supplies-heading",
+          "component": "Heading",
+          "text": "Supplies Running Low",
+          "level": "h3"
+        },
+        {
+          "id": "supplies-alert",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Inventory Alert",
+          "description": "5 items below reorder threshold. Urgent restock needed for N95 masks and IV saline."
+        },
+        {
+          "id": "supplies-table",
+          "component": "Table",
+          "columns": ["sup-col-item", "sup-col-stock", "sup-col-threshold", "sup-col-status"]
+        },
+        {
+          "id": "sup-col-item",
+          "component": "Col",
+          "label": "Item",
+          "data": ["N95 Masks (Box)", "IV Saline 1L", "Surgical Gloves (M)", "Epinephrine Vials", "Wound Dressing Kits"]
+        },
+        {
+          "id": "sup-col-stock",
+          "component": "Col",
+          "label": "Current Stock",
+          "data": ["12 boxes", "34 units", "8 boxes", "15 vials", "22 kits"]
+        },
+        {
+          "id": "sup-col-threshold",
+          "component": "Col",
+          "label": "Reorder At",
+          "data": ["50 boxes", "100 units", "20 boxes", "30 vials", "40 kits"]
+        },
+        {
+          "id": "sup-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🔴 Critical", "🔴 Critical", "🟡 Low", "🟡 Low", "🟡 Low"]
+        },
+        {
+          "id": "tab-staff",
+          "component": "TabItem",
+          "value": "staff",
+          "trigger": "👥 Staff",
+          "content": ["staff-card"]
+        },
+        {
+          "id": "staff-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["staff-heading", "staff-summary", "staff-table"]
+        },
+        {
+          "id": "staff-heading",
+          "component": "Heading",
+          "text": "Staff Currently on Shift",
+          "level": "h3"
+        },
+        {
+          "id": "staff-summary",
+          "component": "TagBlock",
+          "tags": ["12 Physicians", "28 Nurses", "6 Technicians", "4 Admin", "3 Pharmacists"]
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": ["staff-col-name", "staff-col-role", "staff-col-dept", "staff-col-shift", "staff-col-status"]
+        },
+        {
+          "id": "staff-col-name",
+          "component": "Col",
+          "label": "Name",
+          "data": ["Dr. Sarah Kim", "Dr. Raj Patel", "Dr. Maria Vasquez", "Dr. Wei Chen", "Dr. Kwame Osei", "RN Jessica Torres", "RN Michael Brooks", "RN Amina Diallo", "RN David Park", "RN Lisa Nguyen", "Tech James Wright", "Tech Priya Sharma", "Pharm. Tom Baker", "Admin Rachel Green"]
+        },
+        {
+          "id": "staff-col-role",
+          "component": "Col",
+          "label": "Role",
+          "data": ["Orthopedic Surgeon", "Neurosurgeon", "Cardiothoracic Surgeon", "Neurologist", "Internist", "Charge Nurse", "ICU Nurse", "ER Nurse", "Surgical Nurse", "Pediatric Nurse", "Lab Technician", "Radiology Tech", "Pharmacist", "Unit Coordinator"]
+        },
+        {
+          "id": "staff-col-dept",
+          "component": "Col",
+          "label": "Department",
+          "data": ["Orthopedics", "Neurology", "Cardiology", "Neurology", "Internal Medicine", "Surgery", "ICU", "Emergency", "Surgery", "Pediatrics", "Laboratory", "Radiology", "Pharmacy", "Administration"]
+        },
+        {
+          "id": "staff-col-shift",
+          "component": "Col",
+          "label": "Shift",
+          "data": ["07:00–15:00", "07:00–15:00", "07:00–19:00", "08:00–16:00", "07:00–15:00", "07:00–19:00", "07:00–19:00", "07:00–19:00", "07:00–15:00", "07:00–15:00", "06:00–14:00", "08:00–16:00", "07:00–15:00", "08:00–16:00"]
+        },
+        {
+          "id": "staff-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Available", "🔴 In Surgery", "🔴 In Surgery", "🟢 Available", "🟡 With Patient", "🟢 Available", "🟡 With Patient", "🟡 With Patient", "🔴 In Surgery", "🟢 Available", "🟢 Available", "🟢 Available", "🟢 Available", "🟢 Available"]
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "⚡ Actions",
+          "content": ["actions-card"]
+        },
+        {
+          "id": "actions-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["incident-section", "transfer-section"]
+        },
+        {
+          "id": "incident-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["incident-heading", "incident-form"]
+        },
+        {
+          "id": "incident-heading",
+          "component": "Heading",
+          "text": "File an Incident Report",
+          "level": "h3"
+        },
+        {
+          "id": "incident-form",
+          "component": "Form",
+          "name": "incidentReport",
+          "fields": ["inc-type-ctrl", "inc-severity-ctrl", "inc-location-ctrl", "inc-desc-ctrl"],
+          "buttons": "incident-buttons"
+        },
+        {
+          "id": "inc-type-ctrl",
+          "component": "FormControl",
+          "label": "Incident Type",
+          "input": "inc-type-select"
+        },
+        {
+          "id": "inc-type-select",
+          "component": "Select",
+          "name": "incidentType",
+          "placeholder": "Select incident type...",
+          "items": ["inc-type-1", "inc-type-2", "inc-type-3", "inc-type-4", "inc-type-5"]
+        },
+        {
+          "id": "inc-type-1",
+          "component": "SelectItem",
+          "value": "patient-safety",
+          "label": "Patient Safety Event"
+        },
+        {
+          "id": "inc-type-2",
+          "component": "SelectItem",
+          "value": "medication-error",
+          "label": "Medication Error"
+        },
+        {
+          "id": "inc-type-3",
+          "component": "SelectItem",
+          "value": "equipment-failure",
+          "label": "Equipment Failure"
+        },
+        {
+          "id": "inc-type-4",
+          "component": "SelectItem",
+          "value": "staff-injury",
+          "label": "Staff Injury"
+        },
+        {
+          "id": "inc-type-5",
+          "component": "SelectItem",
+          "value": "other",
+          "label": "Other"
+        },
+        {
+          "id": "inc-severity-ctrl",
+          "component": "FormControl",
+          "label": "Severity",
+          "input": "inc-severity-select"
+        },
+        {
+          "id": "inc-severity-select",
+          "component": "Select",
+          "name": "severity",
+          "placeholder": "Select severity...",
+          "items": ["sev-1", "sev-2", "sev-3", "sev-4"]
+        },
+        {
+          "id": "sev-1",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "Low — No harm"
+        },
+        {
+          "id": "sev-2",
+          "component": "SelectItem",
+          "value": "moderate",
+          "label": "Moderate — Minor harm"
+        },
+        {
+          "id": "sev-3",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "High — Serious harm"
+        },
+        {
+          "id": "sev-4",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "Critical — Life-threatening"
+        },
+        {
+          "id": "inc-location-ctrl",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "inc-location-input"
+        },
+        {
+          "id": "inc-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., ICU Room 7, ER Bay 3"
+        },
+        {
+          "id": "inc-desc-ctrl",
+          "component": "FormControl",
+          "label": "Description",
+          "input": "inc-desc-textarea",
+          "hint": "Provide a detailed account of what happened, who was involved, and any immediate actions taken."
+        },
+        {
+          "id": "inc-desc-textarea",
+          "component": "TextArea",
+          "name": "description",
+          "placeholder": "Describe the incident...",
+          "rows": 4
+        },
+        {
+          "id": "incident-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["inc-submit", "inc-cancel"]
+        },
+        {
+          "id": "inc-submit",
+          "component": "Button",
+          "label": "Submit Incident Report",
+          "variant": "primary",
+          "type": "destructive"
+        },
+        {
+          "id": "inc-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        },
+        {
+          "id": "transfer-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["transfer-heading", "transfer-form"]
+        },
+        {
+          "id": "transfer-heading",
+          "component": "Heading",
+          "text": "Request Patient Transfer",
+          "level": "h3"
+        },
+        {
+          "id": "transfer-form",
+          "component": "Form",
+          "name": "transferRequest",
+          "fields": ["tr-patient-ctrl", "tr-from-ctrl", "tr-to-ctrl", "tr-priority-ctrl", "tr-reason-ctrl"],
+          "buttons": "transfer-buttons"
+        },
+        {
+          "id": "tr-patient-ctrl",
+          "component": "FormControl",
+          "label": "Patient Name / MRN",
+          "input": "tr-patient-input"
+        },
+        {
+          "id": "tr-patient-input",
+          "component": "Input",
+          "name": "patientId",
+          "placeholder": "Enter patient name or MRN..."
+        },
+        {
+          "id": "tr-from-ctrl",
+          "component": "FormControl",
+          "label": "Transfer From",
+          "input": "tr-from-select"
+        },
+        {
+          "id": "tr-from-select",
+          "component": "Select",
+          "name": "fromDept",
+          "placeholder": "Current department...",
+          "items": ["tr-from-1", "tr-from-2", "tr-from-3", "tr-from-4", "tr-from-5"]
+        },
+        {
+          "id": "tr-from-1",
+          "component": "SelectItem",
+          "value": "er",
+          "label": "Emergency Room"
+        },
+        {
+          "id": "tr-from-2",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "ICU"
+        },
+        {
+          "id": "tr-from-3",
+          "component": "SelectItem",
+          "value": "med",
+          "label": "Internal Medicine"
+        },
+        {
+          "id": "tr-from-4",
+          "component": "SelectItem",
+          "value": "surg",
+          "label": "Surgery"
+        },
+        {
+          "id": "tr-from-5",
+          "component": "SelectItem",
+          "value": "peds",
+          "label": "Pediatrics"
+        },
+        {
+          "id": "tr-to-ctrl",
+          "component": "FormControl",
+          "label": "Transfer To",
+          "input": "tr-to-select"
+        },
+        {
+          "id": "tr-to-select",
+          "component": "Select",
+          "name": "toDept",
+          "placeholder": "Destination department...",
+          "items": ["tr-to-1", "tr-to-2", "tr-to-3", "tr-to-4", "tr-to-5", "tr-to-6"]
+        },
+        {
+          "id": "tr-to-1",
+          "component": "SelectItem",
+          "value": "icu",
+          "label": "ICU"
+        },
+        {
+          "id": "tr-to-2",
+          "component": "SelectItem",
+          "value": "med",
+          "label": "Internal Medicine"
+        },
+        {
+          "id": "tr-to-3",
+          "component": "SelectItem",
+          "value": "surg",
+          "label": "Surgery"
+        },
+        {
+          "id": "tr-to-4",
+          "component": "SelectItem",
+          "value": "cardio",
+          "label": "Cardiology"
+        },
+        {
+          "id": "tr-to-5",
+          "component": "SelectItem",
+          "value": "ortho",
+          "label": "Orthopedics"
+        },
+        {
+          "id": "tr-to-6",
+          "component": "SelectItem",
+          "value": "external",
+          "label": "External Facility"
+        },
+        {
+          "id": "tr-priority-ctrl",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "tr-priority-radio"
+        },
+        {
+          "id": "tr-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["tr-pri-1", "tr-pri-2", "tr-pri-3"]
+        },
+        {
+          "id": "tr-pri-1",
+          "component": "RadioItem",
+          "label": "Urgent",
+          "description": "Immediate transfer required",
+          "value": "urgent"
+        },
+        {
+          "id": "tr-pri-2",
+          "component": "RadioItem",
+          "label": "Standard",
+          "description": "Within next 2 hours",
+          "value": "standard"
+        },
+        {
+          "id": "tr-pri-3",
+          "component": "RadioItem",
+          "label": "Routine",
+          "description": "Next available slot",
+          "value": "routine"
+        },
+        {
+          "id": "tr-reason-ctrl",
+          "component": "FormControl",
+          "label": "Clinical Reason",
+          "input": "tr-reason-textarea",
+          "hint": "Briefly explain the medical justification for this transfer."
+        },
+        {
+          "id": "tr-reason-textarea",
+          "component": "TextArea",
+          "name": "reason",
+          "placeholder": "e.g., Patient requires ICU-level monitoring post-cardiac event...",
+          "rows": 3
+        },
+        {
+          "id": "transfer-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["tr-submit", "tr-cancel"]
+        },
+        {
+          "id": "tr-submit",
+          "component": "Button",
+          "label": "Submit Transfer Request",
+          "variant": "primary"
+        },
+        {
+          "id": "tr-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This command center covers all 12 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Bed occupancy | Progress bar with 87% + per-unit breakdown |
+| 2 | Current ER wait | Large metric card showing 42 min avg + queue details |
+| 3 | Admissions (2 weeks) | Area chart with total & ER series over 14 days |
+| 4 | Patients per department | Horizontal bar chart across 10 departments |
+| 5 | Staff on shift + roles | Full table with name, role, department, shift, and availability status |
+| 6 | Critical patients | Red alert banner at the top with 3 patients called out |
+| 7 | Ready for discharge | Numbered list with 6 patients, room, status, and action buttons |
+| 8 | OR bookings today | Table with time, room, procedure, surgeon, and status |
+| 9 | Supplies running low | Warning callout + table with stock vs. threshold and severity indicators |
+| 10 | File an incident | Full form with type, severity, location, and description |
+| 11 | View another day | Date picker in the Overview tab |
+| 12 | Request a transfer | Form with patient, from/to departments, priority radio, and clinical reason |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..350bbfdde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r1.txt
@@ -0,0 +1,611 @@
+
+
+Here's a complete PMO portfolio review screen covering all 13 items — active projects table, overdue milestones, budget vs. allocation, utilization, risks, upcoming deadlines, sprint velocity, blocked items, a one-line health banner, plus quarter switching, headcount requests, export, and archiving controls.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1F6FEB",
+      "agentDisplayName": "PMO Copilot"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "titleHeading",
+          "subtitleText",
+          "summaryAlert",
+          "controlsRow",
+          "cardProjects",
+          "chartsRow",
+          "paceRow",
+          "issuesRow",
+          "cardRisks"
+        ]
+      },
+      {
+        "id": "titleHeading",
+        "component": "Heading",
+        "level": "h1",
+        "text": "Project Portfolio Review — Q3 2025"
+      },
+      {
+        "id": "subtitleText",
+        "component": "TextContent",
+        "size": "small",
+        "text": "PMO weekly review · Data as of Jul 18, 2025 · 6 active projects"
+      },
+      {
+        "id": "summaryAlert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Portfolio health: AMBER",
+        "description": "6 active projects — 2 at risk, 1 off track · 4 milestones overdue · budget 74% spent vs. 68% of timeline elapsed · 4 work items blocked."
+      },
+      {
+        "id": "controlsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "align": "end",
+        "children": [
+          "quarterForm",
+          "exportForm",
+          "headcountDialog",
+          "archiveDialog"
+        ]
+      },
+      {
+        "id": "quarterForm",
+        "component": "Form",
+        "name": "select-quarter",
+        "fields": ["fcQuarter"],
+        "buttons": "quarterButtons"
+      },
+      {
+        "id": "fcQuarter",
+        "component": "FormControl",
+        "label": "Review quarter",
+        "hint": "Switch the review period",
+        "input": "quarterSelect"
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "value": "q3-2025",
+        "items": ["qiQ1", "qiQ2", "qiQ3", "qiQ4"]
+      },
+      { "id": "qiQ1", "component": "SelectItem", "value": "q1-2025", "label": "Q1 2025" },
+      { "id": "qiQ2", "component": "SelectItem", "value": "q2-2025", "label": "Q2 2025" },
+      { "id": "qiQ3", "component": "SelectItem", "value": "q3-2025", "label": "Q3 2025 (current)" },
+      { "id": "qiQ4", "component": "SelectItem", "value": "q4-2025", "label": "Q4 2025" },
+      {
+        "id": "quarterButtons",
+        "component": "Buttons",
+        "buttons": ["btnLoadQuarter"]
+      },
+      {
+        "id": "btnLoadQuarter",
+        "component": "Button",
+        "label": "Load quarter",
+        "variant": "secondary",
+        "action": ["load-quarter"]
+      },
+      {
+        "id": "exportForm",
+        "component": "Form",
+        "name": "export-review",
+        "fields": ["fcFormat"],
+        "buttons": "exportButtons"
+      },
+      {
+        "id": "fcFormat",
+        "component": "FormControl",
+        "label": "Export format",
+        "input": "formatSelect"
+      },
+      {
+        "id": "formatSelect",
+        "component": "Select",
+        "name": "format",
+        "value": "pdf",
+        "items": ["fiPdf", "fiCsv", "fiXlsx"]
+      },
+      { "id": "fiPdf", "component": "SelectItem", "value": "pdf", "label": "PDF" },
+      { "id": "fiCsv", "component": "SelectItem", "value": "csv", "label": "CSV" },
+      { "id": "fiXlsx", "component": "SelectItem", "value": "xlsx", "label": "Excel (XLSX)" },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "buttons": ["btnExport"]
+      },
+      {
+        "id": "btnExport",
+        "component": "Button",
+        "label": "Export review",
+        "variant": "primary",
+        "action": ["export-review"]
+      },
+      {
+        "id": "headcountDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Request more people",
+        "title": "Request additional headcount",
+        "description": "Submit a staffing request to the PMO. Requests are reviewed at the weekly capacity board.",
+        "content": ["headcountForm"]
+      },
+      {
+        "id": "headcountForm",
+        "component": "Form",
+        "name": "headcount-request",
+        "fields": ["fcHcProject", "fcHcFte", "fcHcReason"],
+        "buttons": "hcButtons"
+      },
+      {
+        "id": "fcHcProject",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "hcProjectSelect"
+      },
+      {
+        "id": "hcProjectSelect",
+        "component": "Select",
+        "name": "project",
+        "placeholder": "Select a project",
+        "items": ["hiApollo", "hiOrion", "hiHelios", "hiNova", "hiZephyr", "hiLyra"]
+      },
+      { "id": "hiApollo", "component": "SelectItem", "value": "apollo", "label": "Apollo CRM Migration" },
+      { "id": "hiOrion", "component": "SelectItem", "value": "orion", "label": "Orion Payments Platform" },
+      { "id": "hiHelios", "component": "SelectItem", "value": "helios", "label": "Helios Data Warehouse" },
+      { "id": "hiNova", "component": "SelectItem", "value": "nova", "label": "Nova Mobile App" },
+      { "id": "hiZephyr", "component": "SelectItem", "value": "zephyr", "label": "Zephyr Cloud Cost Program" },
+      { "id": "hiLyra", "component": "SelectItem", "value": "lyra", "label": "Lyra Compliance Suite" },
+      {
+        "id": "fcHcFte",
+        "component": "FormControl",
+        "label": "Additional FTEs",
+        "hint": "Number of people requested",
+        "input": "hcFteInput"
+      },
+      {
+        "id": "hcFteInput",
+        "component": "Input",
+        "name": "fte",
+        "type": "number",
+        "placeholder": "e.g. 2"
+      },
+      {
+        "id": "fcHcReason",
+        "component": "FormControl",
+        "label": "Business justification",
+        "input": "hcReasonArea"
+      },
+      {
+        "id": "hcReasonArea",
+        "component": "TextArea",
+        "name": "justification",
+        "rows": 3,
+        "placeholder": "Why is the additional capacity needed?"
+      },
+      {
+        "id": "hcButtons",
+        "component": "Buttons",
+        "buttons": ["btnHcSubmit"]
+      },
+      {
+        "id": "btnHcSubmit",
+        "component": "Button",
+        "label": "Submit request",
+        "variant": "primary",
+        "action": ["submit-headcount-request"]
+      },
+      {
+        "id": "archiveDialog",
+        "component": "DialogBlock",
+        "triggerLabel": "Archive finished project",
+        "title": "Archive a finished project",
+        "description": "Archived projects are removed from the active portfolio but remain available for reporting.",
+        "content": ["archiveForm"]
+      },
+      {
+        "id": "archiveForm",
+        "component": "Form",
+        "name": "archive-project",
+        "fields": ["fcArchProject"],
+        "buttons": "archButtons"
+      },
+      {
+        "id": "fcArchProject",
+        "component": "FormControl",
+        "label": "Finished project",
+        "input": "archSelect"
+      },
+      {
+        "id": "archSelect",
+        "component": "Select",
+        "name": "project",
+        "placeholder": "Select a completed project",
+        "items": ["aiTitan", "aiAtlas"]
+      },
+      { "id": "aiTitan", "component": "SelectItem", "value": "titan", "label": "Titan Rebrand — completed Jun 2025" },
+      { "id": "aiAtlas", "component": "SelectItem", "value": "atlas", "label": "Atlas Vendor Consolidation — completed May 2025" },
+      {
+        "id": "archButtons",
+        "component": "Buttons",
+        "buttons": ["btnArchive"]
+      },
+      {
+        "id": "btnArchive",
+        "component": "Button",
+        "label": "Archive project",
+        "variant": "primary",
+        "type": "destructive",
+        "action": ["archive-project"]
+      },
+      {
+        "id": "cardProjects",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["hdrProjects", "projectsTable"]
+      },
+      {
+        "id": "hdrProjects",
+        "component": "CardHeader",
+        "title": "Active projects",
+        "subtitle": "Owner, deadline and current health"
+      },
+      {
+        "id": "projectsTable",
+        "component": "Table",
+        "columns": ["colProject", "colOwner", "colDeadline", "colHealth"]
+      },
+      {
+        "id": "colProject",
+        "component": "Col",
+        "label": "Project",
+        "data": ["Apollo CRM Migration", "Orion Payments Platform", "Helios Data Warehouse", "Nova Mobile App", "Zephyr Cloud Cost Program", "Lyra Compliance Suite"]
+      },
+      {
+        "id": "colOwner",
+        "component": "Col",
+        "label": "Owner",
+        "data": ["Dana Whitfield", "Marcus Lee", "Priya Nair", "Tom Becker", "Alicia Gomez", "Sam Okafor"]
+      },
+      {
+        "id": "colDeadline",
+        "component": "Col",
+        "label": "Deadline",
+        "data": ["Aug 29, 2025", "Jul 31, 2025", "Sep 15, 2025", "Jul 25, 2025", "Oct 03, 2025", "Aug 08, 2025"]
+      },
+      {
+        "id": "colHealth",
+        "component": "Col",
+        "label": "Health",
+        "data": ["🟢 On track", "🟠 At risk", "🟢 On track", "🔴 Off track", "🟢 On track", "🟠 At risk"]
+      },
+      {
+        "id": "chartsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["cardBudget", "cardUtil"]
+      },
+      {
+        "id": "cardBudget",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrBudget", "budgetChart"]
+      },
+      {
+        "id": "hdrBudget",
+        "component": "CardHeader",
+        "title": "Budget: spent vs. allocation",
+        "subtitle": "USD thousands, per project"
+      },
+      {
+        "id": "budgetChart",
+        "component": "HorizontalBarChart",
+        "variant": "grouped",
+        "xLabel": "USD (thousands)",
+        "labels": ["Apollo", "Orion", "Helios", "Nova", "Zephyr", "Lyra"],
+        "series": ["seriesAlloc", "seriesSpent"]
+      },
+      {
+        "id": "seriesAlloc",
+        "component": "Series",
+        "category": "Allocated",
+        "values": [480, 620, 900, 350, 275, 400]
+      },
+      {
+        "id": "seriesSpent",
+        "component": "Series",
+        "category": "Spent to date",
+        "values": [355, 585, 415, 340, 120, 260]
+      },
+      {
+        "id": "cardUtil",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrUtil", "utilChart"]
+      },
+      {
+        "id": "hdrUtil",
+        "component": "CardHeader",
+        "title": "Team utilization",
+        "subtitle": "% of available capacity committed"
+      },
+      {
+        "id": "utilChart",
+        "component": "BarChart",
+        "yLabel": "% utilization",
+        "labels": ["Platform Eng", "Data Eng", "Mobile", "QA", "DevOps", "Design"],
+        "series": ["seriesUtil"]
+      },
+      {
+        "id": "seriesUtil",
+        "component": "Series",
+        "category": "Utilization %",
+        "values": [92, 78, 105, 64, 71, 58]
+      },
+      {
+        "id": "paceRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["cardPace", "cardDeadlines"]
+      },
+      {
+        "id": "cardPace",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrPace", "paceChart"]
+      },
+      {
+        "id": "hdrPace",
+        "component": "CardHeader",
+        "title": "Delivery pace",
+        "subtitle": "Story points delivered, last 6 sprints"
+      },
+      {
+        "id": "paceChart",
+        "component": "LineChart",
+        "variant": "natural",
+        "yLabel": "Story points",
+        "labels": ["Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24", "Sprint 25", "Sprint 26"],
+        "series": ["seriesPace"]
+      },
+      {
+        "id": "seriesPace",
+        "component": "Series",
+        "category": "Delivered points",
+        "values": [68, 74, 61, 80, 86, 79]
+      },
+      {
+        "id": "cardDeadlines",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrDeadlines", "deadlinesList"]
+      },
+      {
+        "id": "hdrDeadlines",
+        "component": "CardHeader",
+        "title": "Deadlines — next 2 weeks",
+        "subtitle": "Jul 18 – Aug 01, 2025"
+      },
+      {
+        "id": "deadlinesList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": ["dl1", "dl2", "dl3", "dl4", "dl5"]
+      },
+      {
+        "id": "dl1",
+        "component": "ListItem",
+        "title": "Beta RC sign-off",
+        "subtitle": "Nova Mobile App · Jul 21"
+      },
+      {
+        "id": "dl2",
+        "component": "ListItem",
+        "title": "PCI-DSS remediation complete",
+        "subtitle": "Orion Payments Platform · Jul 24"
+      },
+      {
+        "id": "dl3",
+        "component": "ListItem",
+        "title": "ETL pipeline cutover",
+        "subtitle": "Helios Data Warehouse · Jul 28"
+      },
+      {
+        "id": "dl4",
+        "component": "ListItem",
+        "title": "Payments platform go-live",
+        "subtitle": "Orion Payments Platform · Jul 31"
+      },
+      {
+        "id": "dl5",
+        "component": "ListItem",
+        "title": "UAT exit criteria review",
+        "subtitle": "Apollo CRM Migration · Aug 01"
+      },
+      {
+        "id": "issuesRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": ["cardOverdue", "cardBlocked"]
+      },
+      {
+        "id": "cardOverdue",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrOverdue", "overdueTable"]
+      },
+      {
+        "id": "hdrOverdue",
+        "component": "CardHeader",
+        "title": "Overdue milestones",
+        "subtitle": "4 milestones past due"
+      },
+      {
+        "id": "overdueTable",
+        "component": "Table",
+        "columns": ["colMsProject", "colMsName", "colMsDue", "colMsOverdue"]
+      },
+      {
+        "id": "colMsProject",
+        "component": "Col",
+        "label": "Project",
+        "data": ["Lyra Compliance Suite", "Orion Payments Platform", "Nova Mobile App", "Apollo CRM Migration"]
+      },
+      {
+        "id": "colMsName",
+        "component": "Col",
+        "label": "Milestone",
+        "data": ["SOC 2 evidence collection", "API gateway go-live", "App store submission", "Data migration dry-run"]
+      },
+      {
+        "id": "colMsDue",
+        "component": "Col",
+        "label": "Due",
+        "data": ["Jul 02", "Jul 10", "Jul 14", "Jul 16"]
+      },
+      {
+        "id": "colMsOverdue",
+        "component": "Col",
+        "label": "Overdue by",
+        "data": ["16 days", "8 days", "4 days", "2 days"]
+      },
+      {
+        "id": "cardBlocked",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": ["hdrBlocked", "blockedTable"]
+      },
+      {
+        "id": "hdrBlocked",
+        "component": "CardHeader",
+        "title": "Blocked work items",
+        "subtitle": "4 items need unblocking"
+      },
+      {
+        "id": "blockedTable",
+        "component": "Table",
+        "columns": ["colBlProject", "colBlItem", "colBlBlocker", "colBlDays"]
+      },
+      {
+        "id": "colBlProject",
+        "component": "Col",
+        "label": "Project",
+        "data": ["Apollo CRM Migration", "Orion Payments Platform", "Nova Mobile App", "Helios Data Warehouse"]
+      },
+      {
+        "id": "colBlItem",
+        "component": "Col",
+        "label": "Work item",
+        "data": ["Legacy CRM sunset", "Settlement reports", "Push notification service", "PII masking job"]
+      },
+      {
+        "id": "colBlBlocker",
+        "component": "Col",
+        "label": "Blocker",
+        "data": ["Legal contract review pending", "Awaiting finance sign-off", "Vendor API keys not issued", "Security review slot unavailable"]
+      },
+      {
+        "id": "colBlDays",
+        "component": "Col",
+        "label": "Blocked for",
+        "data": ["6 days", "5 days", "3 days", "2 days"]
+      },
+      {
+        "id": "cardRisks",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": ["hdrRisks", "risksTable"]
+      },
+      {
+        "id": "hdrRisks",
+        "component": "CardHeader",
+        "title": "Risks",
+        "subtitle": "Top risks per project with severity"
+      },
+      {
+        "id": "risksTable",
+        "component": "Table",
+        "columns": ["colRiskProject", "colRisk", "colSeverity"]
+      },
+      {
+        "id": "colRiskProject",
+        "component": "Col",
+        "label": "Project",
+        "data": ["Orion Payments Platform", "Nova Mobile App", "Lyra Compliance Suite", "Helios Data Warehouse", "Apollo CRM Migration", "Zephyr Cloud Cost Program"]
+      },
+      {
+        "id": "colRisk",
+        "component": "Col",
+        "label": "Risk",
+        "data": ["Budget likely exhausted before go-live", "App store rejection — incomplete privacy labels", "External auditor availability conflict in August", "Source schema drift delaying ingestion", "Key engineer PTO overlaps cutover window", "Cloud vendor pricing change impacts savings case"]
+      },
+      {
+        "id": "colSeverity",
+        "component": "Col",
+        "label": "Severity",
+        "data": ["🔴 High", "🔴 High", "🟠 Medium", "🟠 Medium", "🟢 Low", "🟢 Low"]
+      }
+    ]
+  }
+}
+</a2ui-json>
+
+**How each requirement is covered:**
+
+1. **Active projects** — table with project, owner, deadline, and color-coded health
+2. **Overdue milestones** — dedicated table with due dates and days overdue
+3. **Budget vs. allocation** — grouped horizontal bar chart per project
+4. **Team utilization** — bar chart of capacity % per team (Mobile is over 100%)
+5. **Risks with severity** — risk register table with High/Medium/Low ratings
+6. **Next-two-week deadlines** — numbered list with dates and owning project
+7. **Delivery pace** — line chart across sprints 21–26
+8. **Blocked work items** — table with blocker reason and duration
+9. **One-line health summary** — amber alert banner at the top
+10. **Quarter switcher** — quarter dropdown + "Load quarter" button
+11. **Headcount request** — dialog with project, FTE count, and justification form
+12. **Export** — format picker (PDF/CSV/XLSX) + "Export review" button
+13. **Archive** — dialog listing completed projects with a destructive "Archive project" confirm
+
+Want me to wire any of these actions to real data queries, or drill one section (e.g., the risk register) into its own detail view?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..4af1a4a40
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r2.txt
@@ -0,0 +1,612 @@
+Here's a comprehensive PMO Portfolio Review screen covering all 13 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "pmo-portfolio-review",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E40AF",
+        "agentDisplayName": "PMO Assistant"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "pmo-portfolio-review",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header-section", "main-tabs"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["portfolio-header", "health-alert", "controls-row"]
+        },
+        {
+          "id": "portfolio-header",
+          "component": "CardHeader",
+          "title": "PMO Portfolio Review",
+          "subtitle": "Q3 2025 · Last updated: 14 Jun 2025"
+        },
+        {
+          "id": "health-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Portfolio Health: AMBER",
+          "description": "3 of 6 projects on track; 2 at risk due to resource constraints and 1 critical blocker on Project Atlas. Budget utilization at 78% overall."
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "wrap": true,
+          "children": ["quarter-select", "export-btn", "request-people-dialog", "archive-dialog"]
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select quarter",
+          "value": "Q3 2025",
+          "size": "medium",
+          "items": ["q1-item", "q2-item", "q3-item", "q4-item"]
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "Q1 2025",
+          "label": "Q1 2025"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "Q2 2025",
+          "label": "Q2 2025"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "Q3 2025",
+          "label": "Q3 2025"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "Q4 2025",
+          "label": "Q4 2025"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Review",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "export", "format": "pdf"}]
+        },
+        {
+          "id": "request-people-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Request Resources",
+          "triggerVariant": "secondary",
+          "title": "Request Additional Resources",
+          "description": "Submit a staffing request for a project in the portfolio.",
+          "content": ["request-form"]
+        },
+        {
+          "id": "request-form",
+          "component": "Form",
+          "name": "resource-request",
+          "fields": ["req-project-field", "req-count-field", "req-role-field", "req-justification-field"],
+          "buttons": "req-buttons"
+        },
+        {
+          "id": "req-project-field",
+          "component": "FormControl",
+          "label": "Project",
+          "input": "req-project-select"
+        },
+        {
+          "id": "req-project-select",
+          "component": "Select",
+          "name": "project",
+          "placeholder": "Select project",
+          "items": ["req-proj-1", "req-proj-2", "req-proj-3", "req-proj-4", "req-proj-5", "req-proj-6"]
+        },
+        {
+          "id": "req-proj-1",
+          "component": "SelectItem",
+          "value": "atlas",
+          "label": "Project Atlas"
+        },
+        {
+          "id": "req-proj-2",
+          "component": "SelectItem",
+          "value": "beacon",
+          "label": "Project Beacon"
+        },
+        {
+          "id": "req-proj-3",
+          "component": "SelectItem",
+          "value": "catalyst",
+          "label": "Project Catalyst"
+        },
+        {
+          "id": "req-proj-4",
+          "component": "SelectItem",
+          "value": "delta",
+          "label": "Project Delta"
+        },
+        {
+          "id": "req-proj-5",
+          "component": "SelectItem",
+          "value": "echo",
+          "label": "Project Echo"
+        },
+        {
+          "id": "req-proj-6",
+          "component": "SelectItem",
+          "value": "forge",
+          "label": "Project Forge"
+        },
+        {
+          "id": "req-count-field",
+          "component": "FormControl",
+          "label": "Number of People",
+          "input": "req-count-input",
+          "hint": "How many additional team members are needed?"
+        },
+        {
+          "id": "req-count-input",
+          "component": "Input",
+          "name": "headcount",
+          "type": "number",
+          "placeholder": "e.g. 3"
+        },
+        {
+          "id": "req-role-field",
+          "component": "FormControl",
+          "label": "Role / Skill Needed",
+          "input": "req-role-input"
+        },
+        {
+          "id": "req-role-input",
+          "component": "Input",
+          "name": "role",
+          "type": "text",
+          "placeholder": "e.g. Senior Backend Engineer"
+        },
+        {
+          "id": "req-justification-field",
+          "component": "FormControl",
+          "label": "Business Justification",
+          "input": "req-justification-textarea",
+          "hint": "Explain why additional resources are critical."
+        },
+        {
+          "id": "req-justification-textarea",
+          "component": "TextArea",
+          "name": "justification",
+          "placeholder": "Describe the impact of not filling this gap...",
+          "rows": 4
+        },
+        {
+          "id": "req-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["req-submit-btn", "req-cancel-btn"]
+        },
+        {
+          "id": "req-submit-btn",
+          "component": "Button",
+          "label": "Submit Request",
+          "variant": "primary",
+          "action": [{"type": "submit", "form": "resource-request"}]
+        },
+        {
+          "id": "req-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        },
+        {
+          "id": "archive-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "Archive Project",
+          "triggerVariant": "outline",
+          "title": "Archive a Finished Project",
+          "description": "Select a completed project to move it to the archive. This will remove it from the active portfolio view but retain all historical data.",
+          "confirmLabel": "Archive",
+          "cancelLabel": "Cancel"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-projects", "tab-delivery", "tab-people-risk", "tab-deadlines"]
+        },
+        {
+          "id": "tab-projects",
+          "component": "TabItem",
+          "value": "projects",
+          "trigger": "Projects & Budget",
+          "content": ["projects-table", "budget-section"]
+        },
+        {
+          "id": "projects-table",
+          "component": "Table",
+          "columns": ["col-project", "col-owner", "col-deadline", "col-health"]
+        },
+        {
+          "id": "col-project",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Project Atlas", "Project Beacon", "Project Catalyst", "Project Delta", "Project Echo", "Project Forge"]
+        },
+        {
+          "id": "col-owner",
+          "component": "Col",
+          "label": "Owner",
+          "type": "string",
+          "data": ["Sarah Chen", "Marcus Webb", "Priya Nair", "James O'Brien", "Lina Torres", "David Kim"]
+        },
+        {
+          "id": "col-deadline",
+          "component": "Col",
+          "label": "Deadline",
+          "type": "string",
+          "data": ["2025-07-15", "2025-08-01", "2025-06-30", "2025-09-15", "2025-07-22", "2025-08-20"]
+        },
+        {
+          "id": "col-health",
+          "component": "Col",
+          "label": "Health",
+          "type": "string",
+          "data": ["🔴 Critical", "🟢 On Track", "🟡 At Risk", "🟢 On Track", "🟡 At Risk", "🟢 On Track"]
+        },
+        {
+          "id": "budget-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["budget-header", "budget-chart"]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Budget: Spent vs Allocated ($K)",
+          "subtitle": "Per project comparison"
+        },
+        {
+          "id": "budget-chart",
+          "component": "BarChart",
+          "labels": ["Atlas", "Beacon", "Catalyst", "Delta", "Echo", "Forge"],
+          "series": ["series-spent", "series-allocated"],
+          "variant": "grouped",
+          "xLabel": "Project",
+          "yLabel": "Amount ($K)"
+        },
+        {
+          "id": "series-spent",
+          "component": "Series",
+          "category": "Spent",
+          "values": [420, 185, 310, 95, 240, 150]
+        },
+        {
+          "id": "series-allocated",
+          "component": "Series",
+          "category": "Allocated",
+          "values": [500, 250, 350, 200, 300, 220]
+        },
+        {
+          "id": "tab-delivery",
+          "component": "TabItem",
+          "value": "delivery",
+          "trigger": "Delivery & Blockers",
+          "content": ["overdue-section", "pace-section", "blocked-section"]
+        },
+        {
+          "id": "overdue-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["overdue-header", "overdue-list"]
+        },
+        {
+          "id": "overdue-header",
+          "component": "CardHeader",
+          "title": "⚠️ Overdue Milestones",
+          "subtitle": "3 milestones past their target date"
+        },
+        {
+          "id": "overdue-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["overdue-1", "overdue-2", "overdue-3"]
+        },
+        {
+          "id": "overdue-1",
+          "component": "ListItem",
+          "title": "API Integration Complete",
+          "subtitle": "Project Atlas · Was due 02 Jun · 12 days overdue",
+          "actionLabel": "View"
+        },
+        {
+          "id": "overdue-2",
+          "component": "ListItem",
+          "title": "UAT Sign-off",
+          "subtitle": "Project Catalyst · Was due 08 Jun · 6 days overdue",
+          "actionLabel": "View"
+        },
+        {
+          "id": "overdue-3",
+          "component": "ListItem",
+          "title": "Data Migration Phase 2",
+          "subtitle": "Project Echo · Was due 10 Jun · 4 days overdue",
+          "actionLabel": "View"
+        },
+        {
+          "id": "pace-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["pace-header", "pace-chart"]
+        },
+        {
+          "id": "pace-header",
+          "component": "CardHeader",
+          "title": "Delivery Pace — Story Points per Sprint",
+          "subtitle": "Last 6 sprints across all projects"
+        },
+        {
+          "id": "pace-chart",
+          "component": "LineChart",
+          "labels": ["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"],
+          "series": ["series-velocity", "series-committed"],
+          "variant": "natural",
+          "xLabel": "Sprint",
+          "yLabel": "Story Points"
+        },
+        {
+          "id": "series-velocity",
+          "component": "Series",
+          "category": "Delivered",
+          "values": [82, 91, 78, 95, 88, 74]
+        },
+        {
+          "id": "series-committed",
+          "component": "Series",
+          "category": "Committed",
+          "values": [90, 95, 90, 100, 95, 92]
+        },
+        {
+          "id": "blocked-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["blocked-header", "blocked-list"]
+        },
+        {
+          "id": "blocked-header",
+          "component": "CardHeader",
+          "title": "🚫 Blocked Work Items",
+          "subtitle": "Items requiring escalation or unblocking"
+        },
+        {
+          "id": "blocked-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["blocked-1", "blocked-2", "blocked-3"]
+        },
+        {
+          "id": "blocked-1",
+          "component": "ListItem",
+          "title": "Payment gateway integration",
+          "subtitle": "Project Atlas · Blocked by vendor SLA breach · 8 days",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "blocked-2",
+          "component": "ListItem",
+          "title": "Security penetration test results",
+          "subtitle": "Project Catalyst · Awaiting InfoSec team availability · 5 days",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "blocked-3",
+          "component": "ListItem",
+          "title": "Cloud environment provisioning",
+          "subtitle": "Project Echo · Waiting on infrastructure approval · 3 days",
+          "actionLabel": "Escalate"
+        },
+        {
+          "id": "tab-people-risk",
+          "component": "TabItem",
+          "value": "people-risk",
+          "trigger": "People & Risks",
+          "content": ["utilization-section", "risks-section"]
+        },
+        {
+          "id": "utilization-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["utilization-header", "util-1", "util-2", "util-3", "util-4", "util-5"]
+        },
+        {
+          "id": "utilization-header",
+          "component": "CardHeader",
+          "title": "Team Utilization",
+          "subtitle": "Current allocation by team"
+        },
+        {
+          "id": "util-1",
+          "component": "Progress",
+          "label": "Engineering (24/28 allocated)",
+          "value": 86
+        },
+        {
+          "id": "util-2",
+          "component": "Progress",
+          "label": "Design (8/10 allocated)",
+          "value": 80
+        },
+        {
+          "id": "util-3",
+          "component": "Progress",
+          "label": "QA (12/12 allocated)",
+          "value": 100
+        },
+        {
+          "id": "util-4",
+          "component": "Progress",
+          "label": "Data Science (5/8 allocated)",
+          "value": 63
+        },
+        {
+          "id": "util-5",
+          "component": "Progress",
+          "label": "DevOps (6/6 allocated)",
+          "value": 100
+        },
+        {
+          "id": "risks-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risks-header", "risks-table"]
+        },
+        {
+          "id": "risks-header",
+          "component": "CardHeader",
+          "title": "Risk Register",
+          "subtitle": "Top risks across the portfolio"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["col-risk-desc", "col-risk-project", "col-risk-severity", "col-risk-mitigation"]
+        },
+        {
+          "id": "col-risk-desc",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": ["Vendor delivery failure", "Key engineer departure", "Scope creep from stakeholder", "Regulatory compliance gap", "Budget overrun >15%", "Infrastructure capacity limit"]
+        },
+        {
+          "id": "col-risk-project",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Atlas", "Catalyst", "Beacon", "Echo", "Atlas", "Delta"]
+        },
+        {
+          "id": "col-risk-severity",
+          "component": "Col",
+          "label": "Severity",
+          "type": "string",
+          "data": ["🔴 Critical", "🟠 High", "🟡 Medium", "🟠 High", "🟠 High", "🟡 Medium"]
+        },
+        {
+          "id": "col-risk-mitigation",
+          "component": "Col",
+          "label": "Mitigation",
+          "type": "string",
+          "data": ["Escalated to VP; backup vendor identified", "Retention package offered; knowledge transfer started", "Change control board enforced", "Legal review scheduled for next week", "Re-baselining in progress", "Auto-scaling config being implemented"]
+        },
+        {
+          "id": "tab-deadlines",
+          "component": "TabItem",
+          "value": "deadlines",
+          "trigger": "Upcoming Deadlines",
+          "content": ["deadlines-section"]
+        },
+        {
+          "id": "deadlines-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["deadlines-header", "deadlines-table"]
+        },
+        {
+          "id": "deadlines-header",
+          "component": "CardHeader",
+          "title": "📅 Deadlines — Next 2 Weeks",
+          "subtitle": "14 Jun 2025 to 28 Jun 2025"
+        },
+        {
+          "id": "deadlines-table",
+          "component": "Table",
+          "columns": ["col-dl-task", "col-dl-project", "col-dl-date", "col-dl-days"]
+        },
+        {
+          "id": "col-dl-task",
+          "component": "Col",
+          "label": "Deliverable",
+          "type": "string",
+          "data": ["Catalyst Go-Live", "Atlas API v2 Release", "Echo Data Migration Complete", "Beacon Design Review", "Delta Infra Setup", "Forge Sprint Demo"]
+        },
+        {
+          "id": "col-dl-project",
+          "component": "Col",
+          "label": "Project",
+          "type": "string",
+          "data": ["Catalyst", "Atlas", "Echo", "Beacon", "Delta", "Forge"]
+        },
+        {
+          "id": "col-dl-date",
+          "component": "Col",
+          "label": "Due Date",
+          "type": "string",
+          "data": ["18 Jun", "20 Jun", "22 Jun", "24 Jun", "26 Jun", "27 Jun"]
+        },
+        {
+          "id": "col-dl-days",
+          "component": "Col",
+          "label": "Days Left",
+          "type": "string",
+          "data": ["4 days", "6 days", "8 days", "10 days", "12 days", "13 days"]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen covers all 13 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Active projects | **Table** with Project, Owner, Deadline, Health columns |
+| 2 | Overdue milestones | **Numbered list** with days overdue and project context |
+| 3 | Budget vs allocation | **Grouped bar chart** (Spent vs Allocated per project) |
+| 4 | Team utilization | **Progress bars** per team with allocation fractions |
+| 5 | Risks with severity | **Risk register table** with severity and mitigation |
+| 6 | Deadlines next 2 weeks | **Table** with deliverable, date, and countdown |
+| 7 | Delivery pace (6 sprints) | **Line chart** — Delivered vs Committed story points |
+| 8 | Blocked work items | **Numbered list** with blocker reason and duration |
+| 9 | One-line health summary | **Alert banner** at the top (AMBER status) |
+| 10 | Switch quarter | **Select dropdown** (Q1–Q4 2025) |
+| 11 | Request more people | **Dialog** with a full form (project, headcount, role, justification) |
+| 12 | Export the review | **"Export Review" button** |
+| 13 | Archive a project | **"Archive Project" confirmation dialog** |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..92be5a291
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,111 @@
+
+
+Here's a single-screen PMO portfolio review. Item coverage:
+
+1. **Active projects** → table with owner, deadline, health · 2. **Overdue milestones** → table · 3. **Budget vs allocation** → grouped horizontal bars · 4. **Team utilization** → radial chart · 5. **Risks + severity** → table · 6. **Deadlines ≤ 2 weeks** → table · 7. **Delivery pace, 6 sprints** → line chart · 8. **Blocked items** → list · 9. **One-line health summary** → callout banner · 10. **Quarter switcher** → select · 11. **Request people** → dialog + form · 12. **Export review** → button · 13. **Archive project** → dialog with confirmation.
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"pmo-portfolio-review","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"pmo-portfolio-review","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"l","children":["header","summaryCallout","controlsRow","projectsCard","moneyRow","timeRow","riskRow","velocityCard"]},
+
+    {"id":"header","component":"CardHeader","title":"PMO Portfolio Review — Q3 FY25","subtitle":"Core Platform program · 8 active projects · Updated Sep 22, 2025"},
+    {"id":"summaryCallout","component":"Callout","variant":"warning","title":"Portfolio health: AMBER","description":"6 of 8 projects healthy; 3 overdue milestones and 2 high-severity risks (Payments API, Mobile v4), and delivery pace dipped last sprint — unblocking is the top priority."},
+
+    {"id":"controlsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["quarterControl","actionCluster"]},
+    {"id":"quarterControl","component":"FormControl","label":"Review quarter","input":"quarterSelect"},
+    {"id":"quarterSelect","component":"Select","name":"quarter","value":"q3-2025","placeholder":"Select quarter","items":["qi1","qi2","qi3","qi4"]},
+    {"id":"qi1","component":"SelectItem","value":"q4-2024","label":"Q4 2024"},
+    {"id":"qi2","component":"SelectItem","value":"q1-2025","label":"Q1 2025"},
+    {"id":"qi3","component":"SelectItem","value":"q2-2025","label":"Q2 2025"},
+    {"id":"qi4","component":"SelectItem","value":"q3-2025","label":"Q3 2025 (current)"},
+
+    {"id":"actionCluster","component":"Card","variant":"clear","direction":"row","gap":"s","align":"center","wrap":true,"children":["exportButtons","staffingDialog","archiveDialog"]},
+    {"id":"exportButtons","component":"Buttons","buttons":["exportBtn"]},
+    {"id":"exportBtn","component":"Button","label":"Export review (CSV)","variant":"secondary","size":"small"},
+
+    {"id":"staffingDialog","component":"DialogBlock","triggerLabel":"+ Request people","triggerVariant":"secondary","title":"Request additional staffing","description":"Submit a staffing request to the PMO for approval.","content":["staffProjectControl","staffHeadControl","staffJustControl","staffButtons"]},
+    {"id":"staffProjectControl","component":"FormControl","label":"Project","input":"staffProjectSelect"},
+    {"id":"staffProjectSelect","component":"Select","name":"project","placeholder":"Select project","items":["p1","p2","p3","p4","p5","p6","p7","p8"]},
+    {"id":"p1","component":"SelectItem","value":"atlas","label":"Atlas CRM Revamp"},
+    {"id":"p2","component":"SelectItem","value":"billing","label":"Billing Modernization"},
+    {"id":"p3","component":"SelectItem","value":"mobile","label":"Mobile App v4"},
+    {"id":"p4","component":"SelectItem","value":"dataplatform","label":"Data Platform Migration"},
+    {"id":"p5","component":"SelectItem","value":"sso","label":"Customer Portal SSO"},
+    {"id":"p6","component":"SelectItem","value":"payments","label":"Payments API Gateway"},
+    {"id":"p7","component":"SelectItem","value":"analytics","label":"Analytics Dashboards"},
+    {"id":"p8","component":"SelectItem","value":"legacyemail","label":"Legacy Email Retire"},
+    {"id":"staffHeadControl","component":"FormControl","label":"People requested","input":"staffHeadInput","hint":"Number of FTEs and role mix if known"},
+    {"id":"staffHeadInput","component":"Input","name":"headcount","type":"number","placeholder":"e.g. 2"},
+    {"id":"staffJustControl","component":"FormControl","label":"Business justification","input":"staffJustArea"},
+    {"id":"staffJustArea","component":"TextArea","name":"justification","rows":3,"placeholder":"Why the headcount is needed, from when, and impact if not approved"},
+    {"id":"staffButtons","component":"Buttons","buttons":["staffSubmit"]},
+    {"id":"staffSubmit","component":"Button","label":"Submit request","variant":"primary"},
+
+    {"id":"archiveDialog","component":"DialogBlock","triggerLabel":"Archive finished project","triggerVariant":"outline","title":"Archive a finished project","description":"Archived projects are removed from active views and reporting. This can be undone by the PMO admin.","content":["archProjectControl","archConfirmButtons"]},
+    {"id":"archProjectControl","component":"FormControl","label":"Project to archive","input":"archSelect"},
+    {"id":"archSelect","component":"Select","name":"archiveProject","placeholder":"Select finished project","items":["p1","p2","p3","p4","p5","p6","p7","p8"]},
+    {"id":"archConfirmButtons","component":"Buttons","buttons":["archCancel","archConfirm"]},
+    {"id":"archCancel","component":"Button","label":"Cancel","variant":"tertiary"},
+    {"id":"archConfirm","component":"Button","label":"Archive project","variant":"primary","type":"destructive"},
+
+    {"id":"projectsCard","component":"Card","direction":"column","gap":"s","children":["projectsHeader","projectsTable"]},
+    {"id":"projectsHeader","component":"CardHeader","title":"Active projects (8)","subtitle":"Owner, deadline and current health"},
+    {"id":"projectsTable","component":"Table","columns":["pCol1","pCol2","pCol3","pCol4"]},
+    {"id":"pCol1","component":"Col","label":"Project","data":["Atlas CRM Revamp","Billing Modernization","Mobile App v4","Data Platform Migration","Customer Portal SSO","Payments API Gateway","Analytics Dashboards","Legacy Email Retire"]},
+    {"id":"pCol2","component":"Col","label":"Owner","data":["Dana Lee","Priya Nair","Miguel Ortiz","Sofia Rossi","Dana Lee","Chen Wei","Amara Okafor","Tom Becker"]},
+    {"id":"pCol3","component":"Col","label":"Deadline","data":["Oct 17","Nov 7","Sep 30","Dec 12","Oct 3","Nov 21","Oct 24","Oct 10"]},
+    {"id":"pCol4","component":"Col","label":"Health","data":["🟢 On track","🟡 At risk","🔴 Off track","🟢 On track","🟡 At risk","🟢 On track","🟡 At risk","🟢 On track"]},
+
+    {"id":"moneyRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["budgetCard","utilCard"]},
+    {"id":"budgetCard","component":"Card","direction":"column","gap":"s","children":["budgetHeader","budgetChart"]},
+    {"id":"budgetHeader","component":"CardHeader","title":"Budget — spent vs allocation","subtitle":"USD thousands, Q3 FY25"},
+    {"id":"budgetChart","component":"HorizontalBarChart","variant":"grouped","xLabel":"USD k","labels":["Atlas CRM","Billing","Mobile v4","Data Platform","Portal SSO","Payments API","Analytics","Legacy Email"],"series":["serAlloc","serSpent"]},
+    {"id":"serAlloc","component":"Series","category":"Allocated","values":[850,1200,600,950,300,700,450,200]},
+    {"id":"serSpent","component":"Series","category":"Spent","values":[610,1080,540,470,210,380,290,120]},
+    {"id":"utilCard","component":"Card","direction":"column","gap":"s","children":["utilHeader","utilChart","utilNote"]},
+    {"id":"utilHeader","component":"CardHeader","title":"Team utilization","subtitle":"% of available capacity"},
+    {"id":"utilChart","component":"RadialChart","labels":["Platform","Mobile","Data","QA","Design"],"values":[112,96,84,78,71]},
+    {"id":"utilNote","component":"TextCallout","variant":"warning","title":"Platform team at 112%","description":"Over target — consider the staffing request for Payments API Gateway."},
+
+    {"id":"timeRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["overdueCard","deadlineCard"]},
+    {"id":"overdueCard","component":"Card","direction":"column","gap":"s","children":["overdueHeader","overdueTable"]},
+    {"id":"overdueHeader","component":"CardHeader","title":"Overdue milestones (3)","subtitle":"Require owner action this week"},
+    {"id":"overdueTable","component":"Table","columns":["oCol1","oCol2","oCol3","oCol4"]},
+    {"id":"oCol1","component":"Col","label":"Milestone","data":["API contract freeze","Beta build to store","UAT sign-off"]},
+    {"id":"oCol2","component":"Col","label":"Project","data":["Payments API Gateway","Mobile App v4","Customer Portal SSO"]},
+    {"id":"oCol3","component":"Col","label":"Was due","data":["Sep 12","Sep 15","Sep 19"]},
+    {"id":"oCol4","component":"Col","label":"Late by","data":["10 days","7 days","3 days"]},
+    {"id":"deadlineCard","component":"Card","direction":"column","gap":"s","children":["deadlineHeader","deadlineTable"]},
+    {"id":"deadlineHeader","component":"CardHeader","title":"Deadlines in next 2 weeks","subtitle":"Sep 22 – Oct 6, 2025"},
+    {"id":"deadlineTable","component":"Table","columns":["dCol1","dCol2","dCol3"]},
+    {"id":"dCol1","component":"Col","label":"Item","data":["Go/no-go gate","Load test complete","SSO launch v1.0","Email cutover window"]},
+    {"id":"dCol2","component":"Col","label":"Project","data":["Mobile App v4","Payments API Gateway","Customer Portal SSO","Legacy Email Retire"]},
+    {"id":"dCol3","component":"Col","label":"Due","data":["Sep 26","Sep 29","Oct 3","Oct 6"]},
+
+    {"id":"riskRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["riskCard","blockedCard"]},
+    {"id":"riskCard","component":"Card","direction":"column","gap":"s","children":["riskHeader","riskTable"]},
+    {"id":"riskHeader","component":"CardHeader","title":"Risks by severity","subtitle":"Top 5 open risks"},
+    {"id":"riskTable","component":"Table","columns":["rCol1","rCol2","rCol3","rCol4"]},
+    {"id":"rCol1","component":"Col","label":"Risk","data":["Vendor credentials delay","Card-flow scope growth","App Store review turnaround","Data model rework","Legal review capacity"]},
+    {"id":"rCol2","component":"Col","label":"Project","data":["Payments API Gateway","Billing Modernization","Mobile App v4","Data Platform Migration","Analytics Dashboards"]},
+    {"id":"rCol3","component":"Col","label":"Severity","data":["High","High","Medium","Medium","Low"]},
+    {"id":"rCol4","component":"Col","label":"Owner","data":["Chen Wei","Priya Nair","Miguel Ortiz","Sofia Rossi","Amara Okafor"]},
+    {"id":"blockedCard","component":"Card","direction":"column","gap":"s","children":["blockedHeader","blockedList"]},
+    {"id":"blockedHeader","component":"CardHeader","title":"Blocked work items (3)","subtitle":"Total 19 blocked days across portfolio"},
+    {"id":"blockedList","component":"ListBlock","variant":"number","items":["bItem1","bItem2","bItem3"]},
+    {"id":"bItem1","component":"ListItem","title":"Webhook retry logic","subtitle":"Payments API Gateway · blocked 6d · missing vendor sandbox credentials"},
+    {"id":"bItem2","component":"ListItem","title":"Push notification entitlement","subtitle":"Mobile App v4 · blocked 9d · App Store review pending"},
+    {"id":"bItem3","component":"ListItem","title":"PII masking rules","subtitle":"Analytics Dashboards · blocked 4d · Legal review capacity"},
+
+    {"id":"velocityCard","component":"Card","direction":"column","gap":"s","children":["velocityHeader","velocityChart"]},
+    {"id":"velocityHeader","component":"CardHeader","title":"Delivery pace — last 6 sprints","subtitle":"Committed vs delivered story points"},
+    {"id":"velocityChart","component":"LineChart","variant":"linear","xLabel":"Sprint","yLabel":"Story points","labels":["S83","S84","S85","S86","S87","S88"],"series":["vCommitted","vDelivered"]},
+    {"id":"vCommitted","component":"Series","category":"Committed","values":[42,40,45,38,44,46]},
+    {"id":"vDelivered","component":"Series","category":"Delivered","values":[39,38,44,31,37,33]}
+  ]}}
+]
+</a2ui-json>
+
+Notable design choices: the health callout doubles as the one-line portfolio summary; the quarter switcher sits opposite the Export / Request people / Archive actions; blocked items and overdue milestones are surfaced together so the PMO can pair them with the staffing dialog (the utilization note explicitly ties Platform overcapacity to a staffing request). Swap in your live data feeds and the charts and tables will re-render automatically.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..527afcabe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,866 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1D4ED8"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "healthSummary",
+          "controlsCard",
+          "projectsCard",
+          "overdueCard",
+          "budgetCard",
+          "utilizationCard",
+          "riskCard",
+          "deadlinesCard",
+          "paceCard",
+          "blockedCard",
+          "requestCard",
+          "archiveCard"
+        ]
+      },
+      {
+        "id": "healthSummary",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Portfolio health summary",
+        "description": "2 green, 1 amber, 1 red; delivery pace is improving, but Delta Compliance needs an urgent recovery plan."
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "controlsHeader",
+          "quarterControl",
+          "controlsButtons"
+        ]
+      },
+      {
+        "id": "controlsHeader",
+        "component": "CardHeader",
+        "title": "Review controls",
+        "subtitle": "Choose quarter, apply a different view, or export this review"
+      },
+      {
+        "id": "quarterControl",
+        "component": "FormControl",
+        "label": "Review quarter",
+        "input": "quarterSelect",
+        "hint": "Use this to look at a different quarter"
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "Select quarter",
+        "value": "2026-Q2",
+        "items": [
+          "quarterItem1",
+          "quarterItem2",
+          "quarterItem3",
+          "quarterItem4"
+        ]
+      },
+      {
+        "id": "quarterItem1",
+        "component": "SelectItem",
+        "value": "2026-Q1",
+        "label": "Q1 2026"
+      },
+      {
+        "id": "quarterItem2",
+        "component": "SelectItem",
+        "value": "2026-Q2",
+        "label": "Q2 2026"
+      },
+      {
+        "id": "quarterItem3",
+        "component": "SelectItem",
+        "value": "2026-Q3",
+        "label": "Q3 2026"
+      },
+      {
+        "id": "quarterItem4",
+        "component": "SelectItem",
+        "value": "2026-Q4",
+        "label": "Q4 2026"
+      },
+      {
+        "id": "controlsButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "applyQuarterButton",
+          "exportButton"
+        ]
+      },
+      {
+        "id": "applyQuarterButton",
+        "component": "Button",
+        "label": "Apply Quarter",
+        "variant": "secondary",
+        "action": [
+          "apply-quarter"
+        ]
+      },
+      {
+        "id": "exportButton",
+        "component": "Button",
+        "label": "Export Review",
+        "variant": "primary",
+        "action": [
+          "export-review"
+        ]
+      },
+      {
+        "id": "projectsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "projectsHeader",
+          "projectsTable"
+        ]
+      },
+      {
+        "id": "projectsHeader",
+        "component": "CardHeader",
+        "title": "Active projects",
+        "subtitle": "Owner, deadline, and health for each active project"
+      },
+      {
+        "id": "projectsTable",
+        "component": "Table",
+        "columns": [
+          "projNameCol",
+          "projOwnerCol",
+          "projDeadlineCol",
+          "projHealthCol"
+        ]
+      },
+      {
+        "id": "projNameCol",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Alpha CRM Revamp",
+          "Beacon Mobile App",
+          "Cipher Data Platform",
+          "Delta Compliance"
+        ]
+      },
+      {
+        "id": "projOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Lena Ortiz",
+          "Marcus Reed",
+          "Priya Nair",
+          "Tom Alvarez"
+        ]
+      },
+      {
+        "id": "projDeadlineCol",
+        "component": "Col",
+        "label": "Deadline",
+        "type": "string",
+        "data": [
+          "2026-07-15",
+          "2026-08-01",
+          "2026-09-30",
+          "2026-06-30"
+        ]
+      },
+      {
+        "id": "projHealthCol",
+        "component": "Col",
+        "label": "Health",
+        "type": "string",
+        "data": [
+          "Green",
+          "Amber",
+          "Green",
+          "Red"
+        ]
+      },
+      {
+        "id": "overdueCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "overdueHeader",
+          "overdueTable"
+        ]
+      },
+      {
+        "id": "overdueHeader",
+        "component": "CardHeader",
+        "title": "Overdue milestones",
+        "subtitle": "Milestones already past due"
+      },
+      {
+        "id": "overdueTable",
+        "component": "Table",
+        "columns": [
+          "overdueMilestoneCol",
+          "overdueProjectCol",
+          "overdueDueCol",
+          "overdueOwnerCol",
+          "overdueDaysCol"
+        ]
+      },
+      {
+        "id": "overdueMilestoneCol",
+        "component": "Col",
+        "label": "Milestone",
+        "type": "string",
+        "data": [
+          "UAT sign-off",
+          "Security scan",
+          "Data migration dry run"
+        ]
+      },
+      {
+        "id": "overdueProjectCol",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Beacon Mobile App",
+          "Delta Compliance",
+          "Alpha CRM Revamp"
+        ]
+      },
+      {
+        "id": "overdueDueCol",
+        "component": "Col",
+        "label": "Due",
+        "type": "string",
+        "data": [
+          "2026-06-05",
+          "2026-06-09",
+          "2026-06-12"
+        ]
+      },
+      {
+        "id": "overdueOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Marcus Reed",
+          "Tom Alvarez",
+          "Lena Ortiz"
+        ]
+      },
+      {
+        "id": "overdueDaysCol",
+        "component": "Col",
+        "label": "Days Late",
+        "type": "number",
+        "data": [
+          11,
+          7,
+          4
+        ]
+      },
+      {
+        "id": "budgetCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "budgetHeader",
+          "budgetChart"
+        ]
+      },
+      {
+        "id": "budgetHeader",
+        "component": "CardHeader",
+        "title": "Budget spent against allocation",
+        "subtitle": "Allocation vs spent per project"
+      },
+      {
+        "id": "budgetChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Alpha CRM Revamp",
+          "Beacon Mobile App",
+          "Cipher Data Platform",
+          "Delta Compliance"
+        ],
+        "series": [
+          "budgetAllocationSeries",
+          "budgetSpentSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "USD thousands"
+      },
+      {
+        "id": "budgetAllocationSeries",
+        "component": "Series",
+        "category": "Allocation",
+        "values": [
+          450,
+          300,
+          250,
+          180
+        ]
+      },
+      {
+        "id": "budgetSpentSeries",
+        "component": "Series",
+        "category": "Spent",
+        "values": [
+          310,
+          295,
+          120,
+          195
+        ]
+      },
+      {
+        "id": "utilizationCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "utilizationHeader",
+          "utilizationChart"
+        ]
+      },
+      {
+        "id": "utilizationHeader",
+        "component": "CardHeader",
+        "title": "Team utilization",
+        "subtitle": "Current allocation to active portfolio work"
+      },
+      {
+        "id": "utilizationChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Delivery",
+          "Engineering",
+          "Design",
+          "QA",
+          "Data"
+        ],
+        "series": [
+          "utilizationSeries"
+        ],
+        "xLabel": "Utilization %"
+      },
+      {
+        "id": "utilizationSeries",
+        "component": "Series",
+        "category": "Utilization",
+        "values": [
+          86,
+          92,
+          74,
+          81,
+          88
+        ]
+      },
+      {
+        "id": "riskCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "riskHeader",
+          "riskTable"
+        ]
+      },
+      {
+        "id": "riskHeader",
+        "component": "CardHeader",
+        "title": "Risks",
+        "subtitle": "Key portfolio risks and severity"
+      },
+      {
+        "id": "riskTable",
+        "component": "Table",
+        "columns": [
+          "riskRiskCol",
+          "riskProjectCol",
+          "riskSeverityCol",
+          "riskMitigationCol"
+        ]
+      },
+      {
+        "id": "riskRiskCol",
+        "component": "Col",
+        "label": "Risk",
+        "type": "string",
+        "data": [
+          "Vendor API delay",
+          "Data quality from legacy CRM",
+          "Regulatory guidance change",
+          "Platform staffing gap"
+        ]
+      },
+      {
+        "id": "riskProjectCol",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Beacon Mobile App",
+          "Alpha CRM Revamp",
+          "Delta Compliance",
+          "Cipher Data Platform"
+        ]
+      },
+      {
+        "id": "riskSeverityCol",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "High",
+          "Medium",
+          "High",
+          "Medium"
+        ]
+      },
+      {
+        "id": "riskMitigationCol",
+        "component": "Col",
+        "label": "Mitigation",
+        "type": "string",
+        "data": [
+          "Escalate to vendor and add fallback scope",
+          "Add cleansing jobs and validation gates",
+          "Legal review and contingency controls",
+          "Request 2 contractors"
+        ]
+      },
+      {
+        "id": "deadlinesCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "deadlinesHeader",
+          "deadlinesTable"
+        ]
+      },
+      {
+        "id": "deadlinesHeader",
+        "component": "CardHeader",
+        "title": "Deadlines in the next two weeks",
+        "subtitle": "Upcoming portfolio milestones"
+      },
+      {
+        "id": "deadlinesTable",
+        "component": "Table",
+        "columns": [
+          "deadlineDueCol",
+          "deadlineProjectCol",
+          "deadlineMilestoneCol",
+          "deadlineOwnerCol",
+          "deadlineDaysCol"
+        ]
+      },
+      {
+        "id": "deadlineDueCol",
+        "component": "Col",
+        "label": "Due",
+        "type": "string",
+        "data": [
+          "2026-06-18",
+          "2026-06-22",
+          "2026-06-24",
+          "2026-06-27",
+          "2026-06-30"
+        ]
+      },
+      {
+        "id": "deadlineProjectCol",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Delta Compliance",
+          "Alpha CRM Revamp",
+          "Beacon Mobile App",
+          "Cipher Data Platform",
+          "Delta Compliance"
+        ]
+      },
+      {
+        "id": "deadlineMilestoneCol",
+        "component": "Col",
+        "label": "Milestone",
+        "type": "string",
+        "data": [
+          "Controls evidence upload",
+          "Integration freeze",
+          "Beta release",
+          "Warehouse cutover",
+          "Regulator submission"
+        ]
+      },
+      {
+        "id": "deadlineOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Tom Alvarez",
+          "Lena Ortiz",
+          "Marcus Reed",
+          "Priya Nair",
+          "Tom Alvarez"
+        ]
+      },
+      {
+        "id": "deadlineDaysCol",
+        "component": "Col",
+        "label": "Days Left",
+        "type": "number",
+        "data": [
+          2,
+          6,
+          8,
+          11,
+          14
+        ]
+      },
+      {
+        "id": "paceCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "paceHeader",
+          "paceChart"
+        ]
+      },
+      {
+        "id": "paceHeader",
+        "component": "CardHeader",
+        "title": "Delivery pace",
+        "subtitle": "Delivered story points over the past six sprints"
+      },
+      {
+        "id": "paceChart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23",
+          "Sprint 24"
+        ],
+        "series": [
+          "paceSeries"
+        ],
+        "variant": "linear",
+        "yLabel": "Story points"
+      },
+      {
+        "id": "paceSeries",
+        "component": "Series",
+        "category": "Delivered story points",
+        "values": [
+          42,
+          47,
+          39,
+          52,
+          48,
+          55
+        ]
+      },
+      {
+        "id": "blockedCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "blockedHeader",
+          "blockedTable"
+        ]
+      },
+      {
+        "id": "blockedHeader",
+        "component": "CardHeader",
+        "title": "Blocked work items",
+        "subtitle": "Work currently unable to progress"
+      },
+      {
+        "id": "blockedTable",
+        "component": "Table",
+        "columns": [
+          "blockedItemCol",
+          "blockedProjectCol",
+          "blockedBlockerCol",
+          "blockedOwnerCol",
+          "blockedAgeCol"
+        ]
+      },
+      {
+        "id": "blockedItemCol",
+        "component": "Col",
+        "label": "Item",
+        "type": "string",
+        "data": [
+          "Payment gateway config",
+          "RBAC policy mapping",
+          "Legacy export script"
+        ]
+      },
+      {
+        "id": "blockedProjectCol",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Beacon Mobile App",
+          "Delta Compliance",
+          "Alpha CRM Revamp"
+        ]
+      },
+      {
+        "id": "blockedBlockerCol",
+        "component": "Col",
+        "label": "Blocker",
+        "type": "string",
+        "data": [
+          "Awaiting vendor credentials",
+          "Legal review pending",
+          "Mainframe access window"
+        ]
+      },
+      {
+        "id": "blockedOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Marcus Reed",
+          "Tom Alvarez",
+          "Lena Ortiz"
+        ]
+      },
+      {
+        "id": "blockedAgeCol",
+        "component": "Col",
+        "label": "Age (days)",
+        "type": "number",
+        "data": [
+          5,
+          4,
+          2
+        ]
+      },
+      {
+        "id": "requestCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "requestHeader",
+          "requestForm"
+        ]
+      },
+      {
+        "id": "requestHeader",
+        "component": "CardHeader",
+        "title": "Request more people",
+        "subtitle": "Submit a staffing request for a project"
+      },
+      {
+        "id": "requestForm",
+        "component": "Form",
+        "name": "resource-request",
+        "fields": [
+          "reqProjectControl",
+          "reqHeadcountControl",
+          "reqRoleControl",
+          "reqJustificationControl"
+        ],
+        "buttons": "requestButtons"
+      },
+      {
+        "id": "reqProjectControl",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "reqProjectSelect"
+      },
+      {
+        "id": "reqProjectSelect",
+        "component": "Select",
+        "name": "project",
+        "value": "alpha-crm",
+        "items": [
+          "reqProjectItem1",
+          "reqProjectItem2",
+          "reqProjectItem3",
+          "reqProjectItem4"
+        ]
+      },
+      {
+        "id": "reqProjectItem1",
+        "component": "SelectItem",
+        "value": "alpha-crm",
+        "label": "Alpha CRM Revamp"
+      },
+      {
+        "id": "reqProjectItem2",
+        "component": "SelectItem",
+        "value": "beacon-mobile",
+        "label": "Beacon Mobile App"
+      },
+      {
+        "id": "reqProjectItem3",
+        "component": "SelectItem",
+        "value": "cipher-data",
+        "label": "Cipher Data Platform"
+      },
+      {
+        "id": "reqProjectItem4",
+        "component": "SelectItem",
+        "value": "delta-compliance",
+        "label": "Delta Compliance"
+      },
+      {
+        "id": "reqHeadcountControl",
+        "component": "FormControl",
+        "label": "Requested headcount",
+        "input": "reqHeadcountInput",
+        "hint": "Number of additional people needed"
+      },
+      {
+        "id": "reqHeadcountInput",
+        "component": "Input",
+        "name": "headcount",
+        "type": "number",
+        "placeholder": "e.g. 2",
+        "value": "2"
+      },
+      {
+        "id": "reqRoleControl",
+        "component": "FormControl",
+        "label": "Role",
+        "input": "reqRoleInput"
+      },
+      {
+        "id": "reqRoleInput",
+        "component": "Input",
+        "name": "role",
+        "type": "text",
+        "placeholder": "e.g. QA engineer"
+      },
+      {
+        "id": "reqJustificationControl",
+        "component": "FormControl",
+        "label": "Justification",
+        "input": "reqJustificationInput"
+      },
+      {
+        "id": "reqJustificationInput",
+        "component": "TextArea",
+        "name": "justification",
+        "rows": 3,
+        "placeholder": "Why are additional people needed?"
+      },
+      {
+        "id": "requestButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "requestSubmitButton"
+        ]
+      },
+      {
+        "id": "requestSubmitButton",
+        "component": "Button",
+        "label": "Submit Request",
+        "variant": "primary",
+        "action": [
+          "submit-resource-request"
+        ]
+      },
+      {
+        "id": "archiveCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "archiveHeader",
+          "archiveList",
+          "archiveDialog"
+        ]
+      },
+      {
+        "id": "archiveHeader",
+        "component": "CardHeader",
+        "title": "Archive finished projects",
+        "subtitle": "Completed projects that can be archived"
+      },
+      {
+        "id": "archiveList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "archiveItem1",
+          "archiveItem2"
+        ]
+      },
+      {
+        "id": "archiveItem1",
+        "component": "ListItem",
+        "title": "Orion Website Refresh",
+        "subtitle": "Closed 2026-05-30 - Owner: Sara Kim",
+        "actionLabel": "Archive"
+      },
+      {
+        "id": "archiveItem2",
+        "component": "ListItem",
+        "title": "Nova Billing Cleanup",
+        "subtitle": "Closed 2026-06-10 - Owner: Dev Patel",
+        "actionLabel": "Archive"
+      },
+      {
+        "id": "archiveDialog",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Archive selected finished project",
+        "title": "Archive finished project",
+        "description": "Archiving locks reporting and removes the project from active portfolio views.",
+        "confirmLabel": "Archive",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "outline"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..b41db231e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r1.txt
@@ -0,0 +1,547 @@
+
+
+Here's a comprehensive power network operator's console covering all 12 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "power-network-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7490",
+        "agentDisplayName": "GridOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "power-network-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "metrics-row", "charts-row", "plants-section", "outages-section", "maintenance-section", "alerts-section", "curtailment-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-inner"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-inner",
+          "component": "Card",
+          "children": ["title-heading", "region-selector", "header-subtitle"],
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "title-heading",
+          "component": "Heading",
+          "text": "⚡ Power Network Operations Console",
+          "level": "h1"
+        },
+        {
+          "id": "header-subtitle",
+          "component": "TextContent",
+          "text": "Last updated: 14:32 UTC | System frequency: 50.02 Hz",
+          "size": "small"
+        },
+        {
+          "id": "region-selector",
+          "component": "Select",
+          "name": "region_focus",
+          "placeholder": "All Regions",
+          "items": ["region-all", "region-north", "region-south", "region-east", "region-west", "region-central"],
+          "size": "medium"
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "🌐 All Regions"
+        },
+        {
+          "id": "region-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "🔵 North"
+        },
+        {
+          "id": "region-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "🟢 South"
+        },
+        {
+          "id": "region-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "🟡 East"
+        },
+        {
+          "id": "region-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "🟠 West"
+        },
+        {
+          "id": "region-central",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "🔴 Central"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-load", "metric-capacity", "metric-price", "metric-emissions"],
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "metric-load",
+          "component": "Card",
+          "children": ["metric-load-header", "metric-load-value", "metric-load-detail"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-load-header",
+          "component": "TextContent",
+          "text": "**Current Network Load**",
+          "size": "small"
+        },
+        {
+          "id": "metric-load-value",
+          "component": "Heading",
+          "text": "42,847 MW",
+          "level": "h2"
+        },
+        {
+          "id": "metric-load-detail",
+          "component": "TextContent",
+          "text": "↑ 3.2% vs. yesterday at this hour",
+          "size": "small"
+        },
+        {
+          "id": "metric-capacity",
+          "component": "Card",
+          "children": ["metric-capacity-header", "metric-capacity-progress", "metric-capacity-detail"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-capacity-header",
+          "component": "TextContent",
+          "text": "**Network Capacity Utilization**",
+          "size": "small"
+        },
+        {
+          "id": "metric-capacity-progress",
+          "component": "Progress",
+          "value": 78.4,
+          "label": "78.4% of 54,650 MW capacity"
+        },
+        {
+          "id": "metric-capacity-detail",
+          "component": "TextContent",
+          "text": "⚠️ Approaching threshold — reserve margin: 11,803 MW",
+          "size": "small"
+        },
+        {
+          "id": "metric-price",
+          "component": "Card",
+          "children": ["metric-price-header", "metric-price-value", "metric-price-detail"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-price-header",
+          "component": "TextContent",
+          "text": "**Current Price**",
+          "size": "small"
+        },
+        {
+          "id": "metric-price-value",
+          "component": "Heading",
+          "text": "€87.42 / MWh",
+          "level": "h2"
+        },
+        {
+          "id": "metric-price-detail",
+          "component": "TextContent",
+          "text": "Day-ahead: €72.10 | Spread: +€15.32",
+          "size": "small"
+        },
+        {
+          "id": "metric-emissions",
+          "component": "Card",
+          "children": ["metric-emissions-header", "metric-emissions-value", "metric-emissions-detail"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-emissions-header",
+          "component": "TextContent",
+          "text": "**Emissions Today**",
+          "size": "small"
+        },
+        {
+          "id": "metric-emissions-value",
+          "component": "Heading",
+          "text": "18,432 tCO₂",
+          "level": "h2"
+        },
+        {
+          "id": "metric-emissions-detail",
+          "component": "TextContent",
+          "text": "Carbon intensity: 142 g/kWh | Target: 150 g/kWh ✓",
+          "size": "small"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["chart-generation", "chart-forecast"],
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "chart-generation",
+          "component": "Card",
+          "children": ["chart-gen-header", "pie-gen"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "chart-gen-header",
+          "component": "CardHeader",
+          "title": "Generation Split by Source",
+          "subtitle": "Real-time mix — 42,847 MW total"
+        },
+        {
+          "id": "pie-gen",
+          "component": "PieChart",
+          "labels": ["Natural Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Biomass"],
+          "values": [14200, 11800, 8400, 4200, 2600, 1100, 547],
+          "variant": "donut"
+        },
+        {
+          "id": "chart-forecast",
+          "component": "Card",
+          "children": ["chart-forecast-header", "area-forecast"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2
+        },
+        {
+          "id": "chart-forecast-header",
+          "component": "CardHeader",
+          "title": "24-Hour Demand Forecast",
+          "subtitle": "Projected load with confidence band"
+        },
+        {
+          "id": "area-forecast",
+          "component": "AreaChart",
+          "labels": ["15:00", "16:00", "17:00", "18:00", "19:00", "20:00", "21:00", "22:00", "23:00", "00:00", "01:00", "02:00", "03:00", "04:00", "05:00", "06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00", "14:00"],
+          "series": ["forecast-series"],
+          "xLabel": "Time (UTC)",
+          "yLabel": "Demand (MW)",
+          "variant": "natural"
+        },
+        {
+          "id": "forecast-series",
+          "component": "Series",
+          "category": "Forecast Demand",
+          "values": [43200, 44100, 45800, 47200, 48100, 47600, 45200, 42800, 40100, 38200, 36800, 35900, 35200, 34800, 35600, 37400, 39800, 42100, 43600, 44200, 44800, 45100, 44600, 43900]
+        },
+        {
+          "id": "plants-section",
+          "component": "Card",
+          "children": ["plants-header", "plants-table"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "plants-header",
+          "component": "CardHeader",
+          "title": "Generation Plants — Output & Status",
+          "subtitle": "All dispatchable units currently online or in transition"
+        },
+        {
+          "id": "plants-table",
+          "component": "Table",
+          "columns": ["col-plant-name", "col-plant-type", "col-plant-region", "col-plant-output", "col-plant-capacity", "col-plant-status"]
+        },
+        {
+          "id": "col-plant-name",
+          "component": "Col",
+          "label": "Plant",
+          "data": ["Drax Unit 4", "Hornsea Wind Farm", "Sizewell B", "Pembroke CCGT", "Cruachan Hydro", "Ratcliffe-on-Soar", "Dogger Bank A", "Hinkley Point C"],
+          "type": "string"
+        },
+        {
+          "id": "col-plant-type",
+          "component": "Col",
+          "label": "Source",
+          "data": ["Biomass", "Offshore Wind", "Nuclear", "Natural Gas", "Hydro", "Coal", "Offshore Wind", "Nuclear"],
+          "type": "string"
+        },
+        {
+          "id": "col-plant-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["North", "East", "East", "West", "North", "Central", "East", "South"],
+          "type": "string"
+        },
+        {
+          "id": "col-plant-output",
+          "component": "Col",
+          "label": "Output (MW)",
+          "data": [645, 1200, 1180, 1850, 440, 520, 1400, 1620],
+          "type": "number"
+        },
+        {
+          "id": "col-plant-capacity",
+          "component": "Col",
+          "label": "Capacity (MW)",
+          "data": [660, 1200, 1200, 2200, 440, 2000, 1400, 1630],
+          "type": "number"
+        },
+        {
+          "id": "col-plant-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Online", "🟢 Online", "🟢 Online", "🟢 Online", "🟢 Online", "🟡 Ramping Down", "🟢 Online", "🟢 Online"],
+          "type": "string"
+        },
+        {
+          "id": "outages-section",
+          "component": "Card",
+          "children": ["outages-header", "outages-table"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "outages-header",
+          "component": "CardHeader",
+          "title": "Active Outages",
+          "subtitle": "3 unplanned outages affecting 248,000 customers"
+        },
+        {
+          "id": "outages-table",
+          "component": "Table",
+          "columns": ["col-outage-id", "col-outage-region", "col-outage-cause", "col-outage-affected", "col-outage-started", "col-outage-eta"]
+        },
+        {
+          "id": "col-outage-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["OUT-2024-0891", "OUT-2024-0892", "OUT-2024-0893"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["North — Leeds Metro", "South — Bristol West", "Central — Birmingham East"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-cause",
+          "component": "Col",
+          "label": "Cause",
+          "data": ["Transformer failure", "Cable fault (underground)", "Storm damage — overhead line"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-affected",
+          "component": "Col",
+          "label": "Customers",
+          "data": [112000, 84000, 52000],
+          "type": "number"
+        },
+        {
+          "id": "col-outage-started",
+          "component": "Col",
+          "label": "Started",
+          "data": ["11:42 UTC", "13:05 UTC", "14:18 UTC"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-eta",
+          "component": "Col",
+          "label": "Est. Restore",
+          "data": ["18:00 UTC", "20:30 UTC", "Tomorrow 06:00"],
+          "type": "string"
+        },
+        {
+          "id": "maintenance-section",
+          "component": "Card",
+          "children": ["maintenance-header", "maintenance-table"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "maintenance-header",
+          "component": "CardHeader",
+          "title": "Planned Maintenance — This Month",
+          "subtitle": "4 scheduled works | Total capacity offline: 1,840 MW"
+        },
+        {
+          "id": "maintenance-table",
+          "component": "Table",
+          "columns": ["col-maint-asset", "col-maint-type", "col-maint-dates", "col-maint-impact", "col-maint-status"]
+        },
+        {
+          "id": "col-maint-asset",
+          "component": "Col",
+          "label": "Asset",
+          "data": ["Ratcliffe Unit 2", "400kV Line — North→Central", "Sizewell B — Steam Generator", "Pembroke CCGT — Turbine B"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Boiler inspection", "Conductor replacement", "Tube plugging", "Hot gas path inspection"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-dates",
+          "component": "Col",
+          "label": "Window",
+          "data": ["Jun 12 – Jun 28", "Jun 15 – Jun 22", "Jun 18 – Jul 02", "Jun 20 – Jun 25"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-impact",
+          "component": "Col",
+          "label": "Capacity Impact",
+          "data": ["−500 MW", "−200 MW transfer", "−600 MW", "−540 MW"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🔧 In Progress", "📅 Scheduled", "🔧 In Progress", "📅 Scheduled"],
+          "type": "string"
+        },
+        {
+          "id": "alerts-section",
+          "component": "Card",
+          "children": ["alerts-header", "alert-1", "alert-2", "alert-3"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "alerts-header",
+          "component": "CardHeader",
+          "title": "🔔 Live Alerts",
+          "subtitle": "Streaming — most recent first"
+        },
+        {
+          "id": "alert-1",
+          "component": "Alert",
+          "title": "Frequency deviation detected",
+          "description": "System frequency dropped to 49.87 Hz at 14:28 UTC. Automatic response triggered — 320 MW fast reserve dispatched.",
+          "variant": "warning"
+        },
+        {
+          "id": "alert-2",
+          "component": "Alert",
+          "title": "Outage escalation — Birmingham East",
+          "description": "Storm damage on 132kV overhead line. Crew dispatched. ETA for restoration extended to 06:00 tomorrow.",
+          "variant": "destructive"
+        },
+        {
+          "id": "alert-3",
+          "component": "Alert",
+          "title": "Wind output surge forecast",
+          "description": "Hornsea and Dogger Bank expected to increase output by 400 MW between 20:00–23:00 due to incoming weather front.",
+          "variant": "info"
+        },
+        {
+          "id": "curtailment-section",
+          "component": "Card",
+          "children": ["curtailment-inner"],
+          "variant": "card",
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "curtailment-inner",
+          "component": "Card",
+          "children": ["curtailment-text", "curtailment-dialog"],
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "curtailment-text",
+          "component": "TextContent",
+          "text": "**Curtailment Control** — If network capacity exceeds safe thresholds, order generation curtailment to rebalance supply and demand.",
+          "size": "default"
+        },
+        {
+          "id": "curtailment-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "⚡ Order Curtailment",
+          "title": "Confirm Curtailment Order",
+          "description": "You are about to issue a curtailment directive. This will reduce generation output from selected plants to bring the network within safe operating limits. This action is logged and requires supervisor acknowledgment.",
+          "confirmLabel": "Issue Curtailment Order",
+          "cancelLabel": "Cancel",
+          "triggerVariant": "destructive"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 12 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Current load | **42,847 MW** metric card with trend |
+| 2 | Capacity proximity | Progress bar at **78.4%** with reserve margin |
+| 3 | Generation split | Donut chart — Gas, Wind, Nuclear, Solar, Hydro, Coal, Biomass |
+| 4 | Plant output & status | Full table with 8 plants, MW output, capacity, and status indicators |
+| 5 | Outages by region | Table with 3 active outages, regions, causes, and ETAs |
+| 6 | 24h demand forecast | Area chart with hourly projections |
+| 7 | Price per MWh | **€87.42/MWh** with day-ahead comparison |
+| 8 | Maintenance this month | Table with 4 planned works and capacity impacts |
+| 9 | Live alerts | 3 streaming alerts (warning, critical, info) |
+| 10 | Region focus | Dropdown selector with 5 regions + "All" |
+| 11 | Curtailment order | Destructive action button with confirmation dialog |
+| 12 | Emissions today | **18,432 tCO₂** with carbon intensity vs. target |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..5ebd41575
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r2.txt
@@ -0,0 +1,110 @@
+Here's a comprehensive Power Network Operator's Console covering all 12 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"power-net-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F62FE","agentDisplayName":"GridOps Console"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"power-net-console","components":[
+    {"id":"root","component":"Card","children":["header","region-control","metrics-row","main-tabs"],"direction":"column","gap":"m"},
+    {"id":"header","component":"CardHeader","title":"⚡ Power Network Operations Console","subtitle":"National Grid Control Centre — Live Operations View"},
+    {"id":"region-control","component":"FormControl","label":"Focus Region","input":"region-select","hint":"Filter all views by selected region"},
+    {"id":"region-select","component":"Select","name":"region","placeholder":"All Regions","items":["region-all","region-north","region-south","region-east","region-west","region-central"]},
+    {"id":"region-all","component":"SelectItem","value":"all","label":"All Regions"},
+    {"id":"region-north","component":"SelectItem","value":"north","label":"North"},
+    {"id":"region-south","component":"SelectItem","value":"south","label":"South"},
+    {"id":"region-east","component":"SelectItem","value":"east","label":"East"},
+    {"id":"region-west","component":"SelectItem","value":"west","label":"West"},
+    {"id":"region-central","component":"SelectItem","value":"central","label":"Central"},
+    {"id":"metrics-row","component":"Card","children":["load-metric","capacity-metric","price-metric","emissions-metric"],"direction":"row","gap":"m","variant":"sunk"},
+    {"id":"load-metric","component":"TextContent","text":"**Current Load:** 42,847 MW","size":"large-heavy"},
+    {"id":"capacity-metric","component":"Progress","value":83.7,"label":"Network Capacity: 83.7% of 51,200 MW"},
+    {"id":"price-metric","component":"TextContent","text":"**Spot Price:** $67.42 /MWh","size":"large-heavy"},
+    {"id":"emissions-metric","component":"TextContent","text":"**Emissions Today:** 12,847 tCO₂e","size":"large-heavy"},
+    {"id":"main-tabs","component":"Tabs","items":["tab-overview","tab-plants","tab-outages","tab-forecast","tab-alerts","tab-curtailment"]},
+    {"id":"tab-overview","component":"TabItem","value":"overview","trigger":"Grid Overview","content":["gen-split-heading","gen-chart","capacity-detail"]},
+    {"id":"gen-split-heading","component":"Heading","text":"Generation Mix by Source","level":"h3"},
+    {"id":"gen-chart","component":"PieChart","labels":["Natural Gas","Wind","Solar","Nuclear","Hydro","Coal"],"values":[38,22,15,14,8,3],"variant":"donut"},
+    {"id":"capacity-detail","component":"TextCallout","variant":"warning","title":"Capacity Margin: 8,353 MW (16.3%)","description":"System is approaching the 85% utilization threshold. Monitor closely and prepare demand-response assets."},
+    {"id":"tab-plants","component":"TabItem","value":"plants","trigger":"Plants","content":["plants-heading","plants-table"]},
+    {"id":"plants-heading","component":"Heading","text":"Generation Fleet Status","level":"h3"},
+    {"id":"plants-table","component":"Table","columns":["col-plant","col-source","col-output","col-capacity","col-status"]},
+    {"id":"col-plant","component":"Col","label":"Plant Name","data":["Drax Unit 4","Hornsea Wind Farm","Sizewell B Nuclear","Ratcliffe-on-Soar","Dinorwig Hydro","West Burton Gas","Dogger Bank Wind","Hinkley Point C","Fiddlers Ferry","Burbo Bank Solar"]},
+    {"id":"col-source","component":"Col","label":"Source","data":["Biomass","Offshore Wind","Nuclear","Coal","Hydro","CCGT","Offshore Wind","Nuclear","Coal","Solar"]},
+    {"id":"col-output","component":"Col","label":"Output (MW)","data":[645,1247,1198,487,320,892,1380,1630,0,214],"type":"number"},
+    {"id":"col-capacity","component":"Col","label":"Capacity (MW)","data":[660,1386,1250,500,360,950,1400,1720,500,250],"type":"number"},
+    {"id":"col-status","component":"Col","label":"Status","data":["Online","Online","Online","Derated","Online","Online","Online","Online","Outage","Online"]},
+    {"id":"tab-outages","component":"TabItem","value":"outages","trigger":"Outages & Maintenance","content":["outages-heading","outages-table","sep-1","maint-heading","maint-table"]},
+    {"id":"outages-heading","component":"Heading","text":"Active Outages","level":"h3"},
+    {"id":"outages-table","component":"Table","columns":["col-outage-id","col-outage-asset","col-outage-region","col-outage-start","col-outage-impact","col-outage-status"]},
+    {"id":"col-outage-id","component":"Col","label":"ID","data":["OUT-2847","OUT-2851","OUT-2853"]},
+    {"id":"col-outage-asset","component":"Col","label":"Asset","data":["Fiddlers Ferry Unit 2","400kV Line — Leeds to York","Substation TX-118 Manchester"]},
+    {"id":"col-outage-region","component":"Col","label":"Region","data":["North","North","Central"]},
+    {"id":"col-outage-start","component":"Col","label":"Started","data":["2025-01-14 03:22","2025-01-15 11:47","2025-01-15 16:03"]},
+    {"id":"col-outage-impact","component":"Col","label":"Impact (MW)","data":[500,320,180],"type":"number"},
+    {"id":"col-outage-status","component":"Col","label":"Status","data":["Planned Maintenance","Unplanned — Storm Damage","Unplanned — Equipment Fault"]},
+    {"id":"sep-1","component":"Separator","orientation":"horizontal"},
+    {"id":"maint-heading","component":"Heading","text":"Planned Maintenance — January 2025","level":"h3"},
+    {"id":"maint-table","component":"Table","columns":["col-maint-asset","col-maint-type","col-maint-region","col-maint-window","col-maint-status"]},
+    {"id":"col-maint-asset","component":"Col","label":"Asset","data":["Drax Unit 1","Sizewell B — Turbine Hall","National Grid 275kV Ring — Birmingham","Hornsea Wind Farm — Cable Repair","West Burton CCGT — Compressor"]},
+    {"id":"col-maint-type","component":"Col","label":"Type","data":["Annual Overhaul","Steam Valve Replacement","Protection Relay Upgrade","Subsea Cable Joint","Gas Path Inspection"]},
+    {"id":"col-maint-region","component":"Col","label":"Region","data":["North","East","Central","East","Central"]},
+    {"id":"col-maint-window","component":"Col","label":"Window","data":["Jan 12 – Jan 28","Jan 18 – Feb 02","Jan 20 – Jan 22","Jan 15 – Jan 25","Jan 24 – Jan 26"]},
+    {"id":"col-maint-status","component":"Col","label":"Status","data":["In Progress","Scheduled","Scheduled","In Progress","Scheduled"]},
+    {"id":"tab-forecast","component":"TabItem","value":"forecast","trigger":"24h Forecast","content":["forecast-heading","forecast-chart","forecast-note"]},
+    {"id":"forecast-heading","component":"Heading","text":"Demand Forecast — Next 24 Hours","level":"h3"},
+    {"id":"forecast-chart","component":"AreaChart","labels":["00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00","15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00"],"series":["forecast-series"],"xLabel":"Time","yLabel":"Demand (MW)","variant":"natural"},
+    {"id":"forecast-series","component":"Series","category":"Forecast Demand","values":[34200,32800,31500,31000,31800,34500,38200,42100,45800,47200,46500,45100,44800,45200,44900,45600,47800,50200,51100,49800,46200,42500,38900,35600]},
+    {"id":"forecast-note","component":"TextCallout","variant":"info","title":"Peak expected at 18:00 — 51,100 MW","description":"Evening peak approaches system capacity. Demand-response and interconnector imports recommended."},
+    {"id":"tab-alerts","component":"TabItem","value":"alerts","trigger":"Live Alerts","content":["alert-1","alert-2","alert-3","alert-4","alert-5"]},
+    {"id":"alert-1","component":"Alert","variant":"destructive","title":"CRITICAL — Frequency deviation detected","description":"System frequency dropped to 49.82 Hz at 16:47 UTC. Automatic generation response triggered. Investigate interconnector trip."},
+    {"id":"alert-2","component":"Alert","variant":"warning","title":"HIGH — Capacity margin below 10%","description":"Reserve margin has fallen to 8.2% due to combined outages and rising evening demand. Consider dispatching standby units."},
+    {"id":"alert-3","component":"Alert","variant":"warning","title":"MEDIUM — Storm warning: North region","description":"Met Office amber warning for 80 mph gusts between 20:00–02:00. Wind generation may fluctuate ±400 MW. Line faults possible."},
+    {"id":"alert-4","component":"Alert","variant":"info","title":"INFO — Interconnector import increased","description":"IFA2 import from France raised to 1,000 MW to support evening peak. NSL link at 1,400 MW from Norway."},
+    {"id":"alert-5","component":"Alert","variant":"success","title":"RESOLVED — Substation TX-118 fault cleared","description":"Manchester substation transformer fault isolated and bypassed. Supply restored to all 12,400 affected customers at 17:32."},
+    {"id":"tab-curtailment","component":"TabItem","value":"curtailment","trigger":"Order Curtailment","content":["curtail-heading","curtail-form"]},
+    {"id":"curtail-heading","component":"Heading","text":"Issue Curtailment Order","level":"h3"},
+    {"id":"curtail-form","component":"Form","name":"curtailment-order","fields":["curtail-plant-control","curtail-amount-control","curtail-reason-control","curtail-duration-control"],"buttons":"curtail-buttons"},
+    {"id":"curtail-plant-control","component":"FormControl","label":"Plant / Asset","input":"curtail-plant-select"},
+    {"id":"curtail-plant-select","component":"Select","name":"plant","placeholder":"Select plant to curtail","items":["cp-1","cp-2","cp-3","cp-4","cp-5","cp-6"]},
+    {"id":"cp-1","component":"SelectItem","value":"drax-4","label":"Drax Unit 4 (Biomass)"},
+    {"id":"cp-2","component":"SelectItem","value":"ratcliffe","label":"Ratcliffe-on-Soar (Coal)"},
+    {"id":"cp-3","component":"SelectItem","value":"west-burton","label":"West Burton CCGT"},
+    {"id":"cp-4","component":"SelectItem","value":"hornsea","label":"Hornsea Wind Farm"},
+    {"id":"cp-5","component":"SelectItem","value":"dogger","label":"Dogger Bank Wind"},
+    {"id":"cp-6","component":"SelectItem","value":"burbo","label":"Burbo Bank Solar"},
+    {"id":"curtail-amount-control","component":"FormControl","label":"Curtailment Amount (MW)","input":"curtail-amount-input","hint":"Maximum available output for selected plant"},
+    {"id":"curtail-amount-input","component":"Input","name":"amount_mw","type":"number","placeholder":"e.g. 200"},
+    {"id":"curtail-reason-control","component":"FormControl","label":"Reason","input":"curtail-reason-select"},
+    {"id":"curtail-reason-select","component":"Select","name":"reason","placeholder":"Select reason","items":["cr-1","cr-2","cr-3","cr-4"]},
+    {"id":"cr-1","component":"SelectItem","value":"over-generation","label":"Over-generation / Negative Pricing"},
+    {"id":"cr-2","component":"SelectItem","value":"constraint","label":"Network Constraint"},
+    {"id":"cr-3","component":"SelectItem","value":"frequency","label":"Frequency Management"},
+    {"id":"cr-4","component":"SelectItem","value":"balancing","label":"Balancing Mechanism Instruction"},
+    {"id":"curtail-duration-control","component":"FormControl","label":"Duration","input":"curtail-duration-select"},
+    {"id":"curtail-duration-select","component":"Select","name":"duration","placeholder":"Select duration","items":["cd-1","cd-2","cd-3","cd-4"]},
+    {"id":"cd-1","component":"SelectItem","value":"30min","label":"30 minutes"},
+    {"id":"cd-2","component":"SelectItem","value":"1hr","label":"1 hour"},
+    {"id":"cd-3","component":"SelectItem","value":"2hr","label":"2 hours"},
+    {"id":"cd-4","component":"SelectItem","value":"until-notice","label":"Until further notice"},
+    {"id":"curtail-buttons","component":"Buttons","buttons":["curtail-submit","curtail-cancel"],"direction":"row"},
+    {"id":"curtail-submit","component":"Button","label":"Issue Curtailment Order","variant":"primary","type":"destructive","size":"large"},
+    {"id":"curtail-cancel","component":"Button","label":"Cancel","variant":"secondary","size":"large"}
+  ]}}
+]
+</a2ui-json>
+
+This console covers all 12 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Current load | **42,847 MW** displayed in the metrics bar |
+| 2 | Capacity proximity | Progress bar at **83.7%** of 51,200 MW + warning callout |
+| 3 | Generation split | Donut chart (Gas, Wind, Solar, Nuclear, Hydro, Coal) |
+| 4 | Plant fleet | Full table with name, source, output, capacity & status |
+| 5 | Outages | Table with asset, region, start time, impact & status |
+| 6 | 24h forecast | Area chart with hourly demand curve + peak annotation |
+| 7 | Price/MWh | **$67.42/MWh** in the metrics bar |
+| 8 | Maintenance | January schedule table with asset, type, window & status |
+| 9 | Live alerts | 5 tiered alerts (critical → resolved) in the Alerts tab |
+| 10 | Region focus | Dropdown selector filtering All / North / South / East / West / Central |
+| 11 | Curtailment | Full form: plant, MW amount, reason, duration + issue button |
+| 12 | Emissions | **12,847 tCO₂e** today shown in the metrics bar |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..5550c33cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r3.txt
@@ -0,0 +1,389 @@
+
+
+Here's a complete single-screen operator console covering all 12 requirements — live KPIs, generation mix, fleet table, outages, forecast, price, maintenance, streaming alerts, region focus selector, a curtailment order form, and today's emissions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "grid-ops-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#F59E0B" }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "grid-ops-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerRow", "kpiRow", "chartsRow", "plantsCard", "opsRow", "actionRow"]
+        },
+        {
+          "id": "headerRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "wrap": true,
+          "children": ["consoleHeader", "liveTag", "regionFocusControl"]
+        },
+        {
+          "id": "consoleHeader",
+          "component": "CardHeader",
+          "title": "⚡ Grid Operations Console",
+          "subtitle": "National Control Room • Synced 14:32:07 UTC • Operating normal"
+        },
+        {
+          "id": "liveTag",
+          "component": "Tag",
+          "text": "● LIVE",
+          "variant": "success",
+          "size": "sm"
+        },
+        {
+          "id": "regionFocusControl",
+          "component": "FormControl",
+          "label": "Focus region",
+          "hint": "Scopes plants, outages and forecast to the selected region",
+          "input": "regionSelect"
+        },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "focusRegion",
+          "placeholder": "All regions",
+          "value": "all",
+          "items": ["rAll", "rNorth", "rSouth", "rEast", "rWest", "rCoastal"]
+        },
+        { "id": "rAll", "component": "SelectItem", "value": "all", "label": "All regions (national view)" },
+        { "id": "rNorth", "component": "SelectItem", "value": "north", "label": "North" },
+        { "id": "rSouth", "component": "SelectItem", "value": "south", "label": "South" },
+        { "id": "rEast", "component": "SelectItem", "value": "east", "label": "East" },
+        { "id": "rWest", "component": "SelectItem", "value": "west", "label": "West" },
+        { "id": "rCoastal", "component": "SelectItem", "value": "coastal", "label": "Coastal" },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["loadCard", "capacityCard", "priceCard", "emissionsCard"]
+        },
+        {
+          "id": "loadCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["loadHeader", "loadValue", "loadDelta"]
+        },
+        { "id": "loadHeader", "component": "CardHeader", "title": "System Load", "subtitle": "Real-time network demand" },
+        { "id": "loadValue", "component": "TextContent", "text": "12,280 MW", "size": "large-heavy" },
+        { "id": "loadDelta", "component": "TextContent", "text": "▲ 2.1% vs previous hour", "size": "small" },
+        {
+          "id": "capacityCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["capacityHeader", "capacityProgress", "capacityNote"]
+        },
+        { "id": "capacityHeader", "component": "CardHeader", "title": "Capacity Utilisation", "subtitle": "How close to the ceiling" },
+        { "id": "capacityProgress", "component": "Progress", "value": 82, "label": "12,280 / 15,000 MW (82%)" },
+        { "id": "capacityNote", "component": "TextContent", "text": "2,720 MW headroom • 18% margin remaining", "size": "small" },
+        {
+          "id": "priceCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["priceHeader", "priceValue", "priceDelta"]
+        },
+        { "id": "priceHeader", "component": "CardHeader", "title": "Spot Price", "subtitle": "Current price per MWh" },
+        { "id": "priceValue", "component": "TextContent", "text": "$54.20", "size": "large-heavy" },
+        { "id": "priceDelta", "component": "TextContent", "text": "▲ $3.10 vs previous hour", "size": "small" },
+        {
+          "id": "emissionsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["emissionsHeader", "emissionsValue", "emissionsNote"]
+        },
+        { "id": "emissionsHeader", "component": "CardHeader", "title": "Emissions Today", "subtitle": "CO₂e since 00:00" },
+        { "id": "emissionsValue", "component": "TextContent", "text": "48,230 t", "size": "large-heavy" },
+        { "id": "emissionsNote", "component": "TextContent", "text": "289 g CO₂e/kWh • 62% of daily carbon budget used", "size": "small" },
+        {
+          "id": "chartsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["genCard", "forecastCard"]
+        },
+        {
+          "id": "genCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["genHeader", "genPie"]
+        },
+        { "id": "genHeader", "component": "CardHeader", "title": "Generation Mix", "subtitle": "Live output by source (MW)" },
+        {
+          "id": "genPie",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Nuclear", "Gas", "Wind", "Solar", "Coal", "Hydro", "Storage"],
+          "values": [3100, 2850, 2140, 1620, 1240, 980, 350]
+        },
+        {
+          "id": "forecastCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["forecastHeader", "forecastChart", "forecastNote"]
+        },
+        { "id": "forecastHeader", "component": "CardHeader", "title": "Demand Forecast", "subtitle": "Next 24 hours (GW)" },
+        {
+          "id": "forecastChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Time (next 24h)",
+          "yLabel": "Demand (GW)",
+          "labels": ["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00"],
+          "series": ["forecastSeries"]
+        },
+        {
+          "id": "forecastSeries",
+          "component": "Series",
+          "category": "Forecast demand",
+          "values": [12.4, 13.1, 14.2, 13.6, 11.8, 10.4, 9.8, 10.6, 12.9, 13.8, 13.2, 12.6]
+        },
+        { "id": "forecastNote", "component": "TextContent", "text": "Peak 14.2 GW expected at 19:00 • Evening ramp begins ~17:00", "size": "small" },
+        {
+          "id": "plantsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["plantsHeader", "plantsTable"]
+        },
+        { "id": "plantsHeader", "component": "CardHeader", "title": "Generation Fleet", "subtitle": "Per-plant output and status" },
+        {
+          "id": "plantsTable",
+          "component": "Table",
+          "columns": ["colPlantName", "colPlantSource", "colPlantRegion", "colPlantOutput", "colPlantCapacity", "colPlantStatus"]
+        },
+        {
+          "id": "colPlantName",
+          "component": "Col",
+          "label": "Plant",
+          "type": "string",
+          "data": ["Northfield Gas", "Harbor Wind", "Solara PV", "Riverstone Hydro", "Kestrel Nuclear", "Cinder Coal", "Westmoor Battery"]
+        },
+        {
+          "id": "colPlantSource",
+          "component": "Col",
+          "label": "Source",
+          "type": "string",
+          "data": ["Gas", "Wind", "Solar", "Hydro", "Nuclear", "Coal", "Storage"]
+        },
+        {
+          "id": "colPlantRegion",
+          "component": "Col",
+          "label": "Region",
+          "type": "string",
+          "data": ["North", "Coastal", "South", "East", "North", "West", "West"]
+        },
+        {
+          "id": "colPlantOutput",
+          "component": "Col",
+          "label": "Output (MW)",
+          "type": "number",
+          "data": [2850, 2140, 1620, 980, 3100, 1240, 350]
+        },
+        {
+          "id": "colPlantCapacity",
+          "component": "Col",
+          "label": "Capacity (MW)",
+          "type": "number",
+          "data": [3200, 2600, 2000, 1100, 3200, 1800, 500]
+        },
+        {
+          "id": "colPlantStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Online", "Online", "Online", "Online", "Online", "Derated", "Standby"]
+        },
+        {
+          "id": "opsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["outagesCard", "maintCard"]
+        },
+        {
+          "id": "outagesCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["outagesHeader", "outagesTable"]
+        },
+        { "id": "outagesHeader", "component": "CardHeader", "title": "Active Outages", "subtitle": "Affected regions and restoration times" },
+        {
+          "id": "outagesTable",
+          "component": "Table",
+          "columns": ["colOutageId", "colOutageRegion", "colOutageAffected", "colOutageCause", "colOutageEtr"]
+        },
+        { "id": "colOutageId", "component": "Col", "label": "Outage", "type": "string", "data": ["OTG-114", "OTG-98", "OTG-121"] },
+        { "id": "colOutageRegion", "component": "Col", "label": "Region", "type": "string", "data": ["West", "Coastal", "North"] },
+        {
+          "id": "colOutageAffected",
+          "component": "Col",
+          "label": "Affected",
+          "type": "string",
+          "data": ["42,000 customers", "18,500 customers", "7,200 customers"]
+        },
+        {
+          "id": "colOutageCause",
+          "component": "Col",
+          "label": "Cause",
+          "type": "string",
+          "data": ["Storm - downed conductor", "Substation relay fault", "Transmission line inspection"]
+        },
+        { "id": "colOutageEtr", "component": "Col", "label": "Est. restoration", "type": "string", "data": ["Today 18:45", "Tomorrow 06:00", "Today 16:20"] },
+        {
+          "id": "maintCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["maintHeader", "maintTable"]
+        },
+        { "id": "maintHeader", "component": "CardHeader", "title": "Planned Maintenance", "subtitle": "Scheduled this month" },
+        {
+          "id": "maintTable",
+          "component": "Table",
+          "columns": ["colMaintAsset", "colMaintSite", "colMaintWindow", "colMaintImpact", "colMaintStatus"]
+        },
+        {
+          "id": "colMaintAsset",
+          "component": "Col",
+          "label": "Asset",
+          "type": "string",
+          "data": ["Gas Turbine 4", "Inverter Bank B", "Transformer T2", "Blade Set - Turbine 12", "Busbar West-2"]
+        },
+        {
+          "id": "colMaintSite",
+          "component": "Col",
+          "label": "Site",
+          "type": "string",
+          "data": ["Northfield Gas", "Solara PV", "Kestrel Nuclear", "Harbor Wind", "Westmoor Substation"]
+        },
+        { "id": "colMaintWindow", "component": "Col", "label": "Window", "type": "string", "data": ["Jun 18-21", "Jun 22", "Jun 24-27", "Jun 29", "Jun 30"] },
+        { "id": "colMaintImpact", "component": "Col", "label": "Capacity impact", "type": "string", "data": ["-300 MW", "-120 MW", "-500 MW", "-250 MW", "None"] },
+        {
+          "id": "colMaintStatus",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Confirmed", "Confirmed", "Awaiting approval", "Confirmed", "Confirmed"]
+        },
+        {
+          "id": "actionRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["alertsCard", "curtailCard"]
+        },
+        {
+          "id": "alertsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["alertsHeader", "alertFreq", "alertDerate", "alertWind", "alertsNote"]
+        },
+        { "id": "alertsHeader", "component": "CardHeader", "title": "Live Alerts", "subtitle": "Streaming feed - newest first" },
+        {
+          "id": "alertFreq",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Frequency deviation 49.84 Hz",
+          "description": "North region • 14:29 UTC — automatic frequency response engaged."
+        },
+        {
+          "id": "alertDerate",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Cinder Coal output derated",
+          "description": "Unit 2 at 60% • 14:11 UTC — suspected boiler tube leak."
+        },
+        {
+          "id": "alertWind",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Wind ramp forecast",
+          "description": "Coastal • 13:47 UTC — +1.2 GW expected between 18:00-21:00."
+        },
+        { "id": "alertsNote", "component": "TextContent", "text": "Alerts refresh automatically as events arrive • 3 unacknowledged", "size": "small" },
+        {
+          "id": "curtailCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["curtailHeader", "curtailForm"]
+        },
+        { "id": "curtailHeader", "component": "CardHeader", "title": "Order Curtailment", "subtitle": "Dispatch an output reduction to an asset" },
+        {
+          "id": "curtailForm",
+          "component": "Form",
+          "name": "curtailment-order",
+          "fields": ["fcPlant", "fcAmount", "fcReason"],
+          "buttons": "curtailButtons"
+        },
+        { "id": "fcPlant", "component": "FormControl", "label": "Plant / asset", "input": "plantSelect" },
+        {
+          "id": "plantSelect",
+          "component": "Select",
+          "name": "plant",
+          "placeholder": "Select an asset",
+          "items": ["pOpt1", "pOpt2", "pOpt3", "pOpt4"]
+        },
+        { "id": "pOpt1", "component": "SelectItem", "value": "northfield", "label": "Northfield Gas (North)" },
+        { "id": "pOpt2", "component": "SelectItem", "value": "cinder", "label": "Cinder Coal (West)" },
+        { "id": "pOpt3", "component": "SelectItem", "value": "harbor", "label": "Harbor Wind (Coastal)" },
+        { "id": "pOpt4", "component": "SelectItem", "value": "solara", "label": "Solara PV (South)" },
+        { "id": "fcAmount", "component": "FormControl", "label": "Curtail by (MW)", "hint": "Amount to reduce output", "input": "amountInput" },
+        { "id": "amountInput", "component": "Input", "name": "amountMW", "type": "number", "placeholder": "e.g. 250" },
+        { "id": "fcReason", "component": "FormControl", "label": "Reason", "input": "reasonInput" },
+        { "id": "reasonInput", "component": "TextArea", "name": "reason", "rows": 3, "placeholder": "Congestion, frequency response, emissions cap…" },
+        { "id": "curtailButtons", "component": "Buttons", "direction": "row", "buttons": ["btnIssue", "btnPreview"] },
+        { "id": "btnIssue", "component": "Button", "label": "Issue Curtailment Order", "variant": "primary", "type": "destructive" },
+        { "id": "btnPreview", "component": "Button", "label": "Preview Impact", "variant": "secondary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Coverage map: **(1)** System Load KPI · **(2)** Capacity Utilisation progress bar (82%, with headroom) · **(3)** Generation Mix donut · **(4)** Generation Fleet table with output, capacity, status per plant · **(5)** Active Outages table with affected region + ETR · **(6)** 24-hour Demand Forecast area chart · **(7)** Spot Price KPI ($/MWh) · **(8)** Planned Maintenance table for the month · **(9)** Live Alerts feed, newest first · **(10)** Region focus selector in the header · **(11)** Curtailment order form with plant, MW amount, reason, and issue button · **(12)** Emissions Today KPI with intensity and carbon-budget usage.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..52a0d4efd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-power__r4.txt
@@ -0,0 +1,593 @@
+
+
+Here's a comprehensive power network operator's console covering all 12 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "power-network-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0EA5E9",
+        "agentDisplayName": "GridOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "power-network-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "alerts-section", "metrics-row", "charts-row", "plants-section", "outages-section", "maintenance-section", "controls-row"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "⚡ Power Network Operations Console",
+          "subtitle": "National Grid — Real-time Monitoring & Control"
+        },
+        {
+          "id": "alerts-section",
+          "component": "Card",
+          "children": ["alert-1", "alert-2", "alert-3"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "alert-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "CRITICAL: Transformer T-4412 overloaded in North East region",
+          "description": "Load at 112% rated capacity. Automatic load shedding initiated. Dispatch team notified at 14:32 UTC."
+        },
+        {
+          "id": "alert-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "WARNING: Wind generation dropping faster than forecast",
+          "description": "Offshore wind output down 340 MW in last 30 minutes. Reserve margin tightening. Gas peakers on standby."
+        },
+        {
+          "id": "alert-3",
+          "component": "Alert",
+          "variant": "info",
+          "title": "INFO: Demand response event triggered — Industrial sector",
+          "description": "45 MW of curtailable load activated across 3 sites. Expected duration: 2 hours."
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-load", "metric-capacity", "metric-price", "metric-emissions"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "metric-load",
+          "component": "Card",
+          "children": ["load-title", "load-value", "load-sub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "load-title",
+          "component": "TextContent",
+          "text": "**Current Network Load**",
+          "size": "small"
+        },
+        {
+          "id": "load-value",
+          "component": "TextContent",
+          "text": "42,847 MW",
+          "size": "large-heavy"
+        },
+        {
+          "id": "load-sub",
+          "component": "TextContent",
+          "text": "↑ 1,203 MW vs. 1 hour ago",
+          "size": "small"
+        },
+        {
+          "id": "metric-capacity",
+          "component": "Card",
+          "children": ["cap-title", "cap-progress", "cap-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "cap-title",
+          "component": "TextContent",
+          "text": "**Capacity Utilisation**",
+          "size": "small"
+        },
+        {
+          "id": "cap-progress",
+          "component": "Progress",
+          "value": 83.7,
+          "label": "83.7% of 51,200 MW"
+        },
+        {
+          "id": "cap-value",
+          "component": "TextContent",
+          "text": "Reserve margin: 8,353 MW (16.3%)",
+          "size": "small"
+        },
+        {
+          "id": "metric-price",
+          "component": "Card",
+          "children": ["price-title", "price-value", "price-sub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "price-title",
+          "component": "TextContent",
+          "text": "**Spot Price**",
+          "size": "small"
+        },
+        {
+          "id": "price-value",
+          "component": "TextContent",
+          "text": "$67.42 /MWh",
+          "size": "large-heavy"
+        },
+        {
+          "id": "price-sub",
+          "component": "TextContent",
+          "text": "↑ $4.18 from previous settlement period",
+          "size": "small"
+        },
+        {
+          "id": "metric-emissions",
+          "component": "Card",
+          "children": ["em-title", "em-value", "em-sub"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "em-title",
+          "component": "TextContent",
+          "text": "**CO₂ Emissions Today**",
+          "size": "small"
+        },
+        {
+          "id": "em-value",
+          "component": "TextContent",
+          "text": "12,847 t",
+          "size": "large-heavy"
+        },
+        {
+          "id": "em-sub",
+          "component": "TextContent",
+          "text": "Carbon intensity: 299 g/kWh",
+          "size": "small"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["gen-split-card", "forecast-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "gen-split-card",
+          "component": "Card",
+          "children": ["gen-title", "gen-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "gen-title",
+          "component": "TextContent",
+          "text": "**Generation Mix by Source**",
+          "size": "default"
+        },
+        {
+          "id": "gen-chart",
+          "component": "PieChart",
+          "labels": ["Natural Gas", "Wind", "Solar", "Nuclear", "Hydro", "Coal"],
+          "values": [16282, 10283, 6427, 5142, 3428, 1285],
+          "variant": "donut"
+        },
+        {
+          "id": "forecast-card",
+          "component": "Card",
+          "children": ["forecast-title", "forecast-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk",
+          "weight": 2
+        },
+        {
+          "id": "forecast-title",
+          "component": "TextContent",
+          "text": "**24-Hour Demand Forecast**",
+          "size": "default"
+        },
+        {
+          "id": "forecast-chart",
+          "component": "AreaChart",
+          "labels": ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "00:00"],
+          "series": ["forecast-actual", "forecast-predicted"],
+          "variant": "natural",
+          "xLabel": "Time (UTC)",
+          "yLabel": "Demand (MW)"
+        },
+        {
+          "id": "forecast-actual",
+          "component": "Series",
+          "category": "Actual / Nowcast",
+          "values": [31200, 28400, 27100, 29800, 36500, 41200, 43800, 42847, null, null, null, null, null]
+        },
+        {
+          "id": "forecast-predicted",
+          "component": "Series",
+          "category": "Forecast",
+          "values": [null, null, null, null, null, null, null, 42847, 44100, 46800, 45200, 39800, 33500]
+        },
+        {
+          "id": "plants-section",
+          "component": "Card",
+          "children": ["plants-title", "plants-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "plants-title",
+          "component": "TextContent",
+          "text": "**Generation Plant Status**",
+          "size": "default"
+        },
+        {
+          "id": "plants-table",
+          "component": "Table",
+          "columns": ["col-plant", "col-source", "col-output", "col-capacity-pct", "col-status", "col-region"]
+        },
+        {
+          "id": "col-plant",
+          "component": "Col",
+          "label": "Plant",
+          "data": ["Drax Unit 4", "Hornsea Two", "Sizewell B", "Pembroke CCGT", "Cruachan", "Ratcliffe Unit 2", "Dogger Bank A", "West Burton B"],
+          "type": "string"
+        },
+        {
+          "id": "col-source",
+          "component": "Col",
+          "label": "Source",
+          "data": ["Biomass", "Offshore Wind", "Nuclear", "Gas (CCGT)", "Hydro (Pumped)", "Coal", "Offshore Wind", "Gas (CCGT)"],
+          "type": "string"
+        },
+        {
+          "id": "col-output",
+          "component": "Col",
+          "label": "Output (MW)",
+          "data": [645, 1386, 1198, 1240, 220, 485, 897, 612],
+          "type": "number"
+        },
+        {
+          "id": "col-capacity-pct",
+          "component": "Col",
+          "label": "% of Rated",
+          "data": ["92%", "100%", "98%", "78%", "55%", "61%", "75%", "64%"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Online", "🟢 Online", "🟢 Online", "🟢 Online", "🟡 Reduced", "🟢 Online", "🟡 Derated", "🟢 Online"],
+          "type": "string"
+        },
+        {
+          "id": "col-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["Yorkshire", "North Sea", "East Anglia", "South Wales", "Scotland", "East Midlands", "North Sea", "East Midlands"],
+          "type": "string"
+        },
+        {
+          "id": "outages-section",
+          "component": "Card",
+          "children": ["outages-title", "outages-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "outages-title",
+          "component": "TextContent",
+          "text": "**Active Outages**",
+          "size": "default"
+        },
+        {
+          "id": "outages-table",
+          "component": "Table",
+          "columns": ["col-outage-id", "col-outage-asset", "col-outage-region", "col-outage-impact", "col-outage-started", "col-outage-eta"]
+        },
+        {
+          "id": "col-outage-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["OUT-2847", "OUT-2851", "OUT-2853"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-asset",
+          "component": "Col",
+          "label": "Asset",
+          "data": ["400kV Line — Feeder 7A", "Substation Transformer T-4412", "132kV Cable — Section 12C"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-region",
+          "component": "Col",
+          "label": "Affected Region",
+          "data": ["North East", "North East", "South West"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["~180 MW constrained", "~95 MW at risk", "~42 MW reduced supply"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-started",
+          "component": "Col",
+          "label": "Started",
+          "data": ["11:42 UTC", "14:32 UTC", "09:15 UTC"],
+          "type": "string"
+        },
+        {
+          "id": "col-outage-eta",
+          "component": "Col",
+          "label": "Est. Restoration",
+          "data": ["18:00 UTC", "22:00 UTC", "Tomorrow 06:00"],
+          "type": "string"
+        },
+        {
+          "id": "maintenance-section",
+          "component": "Card",
+          "children": ["maint-title", "maint-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "maint-title",
+          "component": "TextContent",
+          "text": "**Planned Maintenance — This Month**",
+          "size": "default"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["col-maint-asset", "col-maint-type", "col-maint-window", "col-maint-capacity", "col-maint-status"]
+        },
+        {
+          "id": "col-maint-asset",
+          "component": "Col",
+          "label": "Asset",
+          "data": ["Sizewell B — Refuelling Outage", "Drax Unit 2 — Boiler Inspection", "400kV OHL — Pylon 118-124 Respray", "Pembroke CCGT — GT13 Hot Gas Path"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Planned Outage", "Planned Outage", "Live-line Work", "Planned Outage"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-window",
+          "component": "Col",
+          "label": "Window",
+          "data": ["Jun 2 – Jun 28", "Jun 10 – Jun 18", "Jun 14 – Jun 16", "Jun 20 – Jul 4"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-capacity",
+          "component": "Col",
+          "label": "Capacity Out",
+          "data": ["1,198 MW", "660 MW", "0 MW (line work)", "620 MW"],
+          "type": "string"
+        },
+        {
+          "id": "col-maint-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🔵 In Progress", "🔵 In Progress", "🟡 Scheduled", "🟡 Scheduled"],
+          "type": "string"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "children": ["region-control", "curtailment-control"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "region-control",
+          "component": "Card",
+          "children": ["region-label", "region-select"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "region-label",
+          "component": "TextContent",
+          "text": "**🔍 Focus Region**",
+          "size": "default"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region_focus",
+          "placeholder": "Select a region to filter…",
+          "items": ["region-all", "region-ne", "region-nw", "region-yorks", "region-em", "region-wm", "region-ea", "region-sw", "region-se", "region-scot", "region-wales"]
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Regions (National View)"
+        },
+        {
+          "id": "region-ne",
+          "component": "SelectItem",
+          "value": "north_east",
+          "label": "North East"
+        },
+        {
+          "id": "region-nw",
+          "component": "SelectItem",
+          "value": "north_west",
+          "label": "North West"
+        },
+        {
+          "id": "region-yorks",
+          "component": "SelectItem",
+          "value": "yorkshire",
+          "label": "Yorkshire & Humber"
+        },
+        {
+          "id": "region-em",
+          "component": "SelectItem",
+          "value": "east_midlands",
+          "label": "East Midlands"
+        },
+        {
+          "id": "region-wm",
+          "component": "SelectItem",
+          "value": "west_midlands",
+          "label": "West Midlands"
+        },
+        {
+          "id": "region-ea",
+          "component": "SelectItem",
+          "value": "east_anglia",
+          "label": "East Anglia"
+        },
+        {
+          "id": "region-sw",
+          "component": "SelectItem",
+          "value": "south_west",
+          "label": "South West"
+        },
+        {
+          "id": "region-se",
+          "component": "SelectItem",
+          "value": "south_east",
+          "label": "South East"
+        },
+        {
+          "id": "region-scot",
+          "component": "SelectItem",
+          "value": "scotland",
+          "label": "Scotland"
+        },
+        {
+          "id": "region-wales",
+          "component": "SelectItem",
+          "value": "wales",
+          "label": "Wales"
+        },
+        {
+          "id": "curtailment-control",
+          "component": "Card",
+          "children": ["curt-label", "curt-desc", "curt-buttons"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "curt-label",
+          "component": "TextContent",
+          "text": "**⚠️ Order Curtailment**",
+          "size": "default"
+        },
+        {
+          "id": "curt-desc",
+          "component": "TextContent",
+          "text": "Issue a curtailment order to reduce generation or demand. This action is logged and requires supervisor confirmation for volumes above 100 MW.",
+          "size": "small"
+        },
+        {
+          "id": "curt-buttons",
+          "component": "Buttons",
+          "buttons": ["btn-curtail-demand", "btn-curtail-gen", "btn-curtail-emergency"],
+          "direction": "row"
+        },
+        {
+          "id": "btn-curtail-demand",
+          "component": "Button",
+          "label": "Curtail Demand",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "sendMessage", "payload": "Order demand curtailment"}]
+        },
+        {
+          "id": "btn-curtail-gen",
+          "component": "Button",
+          "label": "Curtail Generation",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "sendMessage", "payload": "Order generation curtailment"}]
+        },
+        {
+          "id": "btn-curtail-emergency",
+          "component": "Button",
+          "label": "🚨 Emergency Curtailment",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium",
+          "action": [{"type": "sendMessage", "payload": "EMERGENCY curtailment order"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 12 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Current load | **42,847 MW** metric card with trend |
+| 2 | Capacity proximity | **Progress bar** at 83.7% of 51,200 MW |
+| 3 | Generation split | **Donut chart** — Gas, Wind, Solar, Nuclear, Hydro, Coal |
+| 4 | Plant status table | **8 plants** with output, % rated, status, region |
+| 5 | Outages | **3 active outages** with affected region, impact, ETA |
+| 6 | 24h forecast | **Area chart** with actual + predicted demand curve |
+| 7 | Price/MWh | **$67.42/MWh** spot price with delta |
+| 8 | Maintenance | **4 planned items** this month with windows |
+| 9 | Live alerts | **3 stacked alerts** (critical, warning, info) |
+| 10 | Region focus | **Dropdown selector** with 11 regions |
+| 11 | Curtailment | **3 action buttons** — demand, generation, emergency |
+| 12 | Emissions | **12,847 t CO₂** with carbon intensity |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..746f00487
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r1.txt
@@ -0,0 +1,73 @@
+
+
+Here's a complete single-screen daily console for a store manager. I'll create the surface first, then build the full component tree.
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "store-manager-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1F6FEB",
+      "agentDisplayName": "Store Ops Console"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+Now the full console layout:
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "store-manager-console",
+    "components": [
+      { "id": "root", "component": "Card", "variant": "clear", "direction": "column", "gap": "l", "children": ["header", "alertBanner", "kpiRow", "chartsRow", "midRow", "opsRow", "reorderCard"] },
+      { "id": "header", "component": "Card", "variant": "clear", "direction": "row", "justify": "between", "align": "center", "children": ["titleHeading", "storeFC"] },
+      { "id": "alertBanner", "component": "Alert", "variant": "warning", "title": "Needs attention", "description": "4 items are out of stock, and Register 3 has been down for maintenance since 11:00 AM." },
+      { "id": "kpiRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["salesCard", "basketCard", "returnsCard"] },
+      { "id": "chartsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["trafficCard", "weekCard"] },
+      { "id": "midRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["bestCard", "promoCard"] },
+      { "id": "opsRow", "component": "Card", "variant": "clear", "direction": "row", "gap": "m", "children": ["oosCard", "bottomRight"] },
+      { "id": "reorderCard", "component": "Card", "direction": "column", "gap": "m", "children": ["reorderHeader", "reorderForm"] },
+
+      { "id": "titleHeading", "component": "Heading", "level": "h2", "text": "Store Manager Console — Saturday Overview" },
+      { "id": "storeFC", "component": "FormControl", "label": "Viewing store", "hint": "Switch to manage a different location", "input": "storeSelect" },
+
+      { "id": "salesCard", "component": "Card", "weight": 1, "children": ["salesHeader", "salesBig", "salesProgress", "salesSub"] },
+      { "id": "basketCard", "component": "Card", "weight": 1, "children": ["basketHeader", "basketBig", "basketSub"] },
+      { "id": "returnsCard", "component": "Card", "weight": 1, "children": ["returnsHeader", "returnsBig", "returnsSub"] },
+
+      { "id": "trafficCard", "component": "Card", "weight": 1, "children": ["trafficHeader", "trafficChart"] },
+      { "id": "weekCard", "component": "Card", "weight": 1, "children": ["weekHeader", "weekChart"] },
+
+      { "id": "bestCard", "component": "Card", "weight": 1, "children": ["bestHeader", "bestTable"] },
+      { "id": "promoCard", "component": "Card", "weight": 1, "children": ["promoHeader", "promoTable"] },
+
+      { "id": "oosCard", "component": "Card", "weight": 3, "children": ["oosHeader", "oosTable"] },
+      { "id": "bottomRight", "component": "Card", "variant": "clear", "direction": "column", "gap": "m", "weight": 2, "children": ["shiftCard", "registersCard"] },
+
+      { "id": "reorderHeader", "component": "CardHeader", "title": "Quick Reorder", "subtitle": "Creates a restock purchase order to the central warehouse" },
+      { "id": "reorderForm", "component": "Form", "name": "quick-reorder", "fields": ["itemFC", "qtyFC"], "buttons": "reorderBtns" },
+
+      { "id": "storeSelect", "component": "Select", "name": "store", "value": "store-104", "items": ["st1", "st2", "st3", "st4"] },
+
+      { "id": "salesHeader", "component": "CardHeader", "title": "Sales Today vs Target" },
+      { "id": "salesBig", "component": "TextContent", "size": "large-heavy", "text": "$8,420 / $10,000" },
+      { "id": "salesProgress", "component": "Progress", "value": 84.2, "label": "84% of daily target" },
+      { "id": "salesSub", "component": "TextContent", "size": "small", "text": "On pace · $1,580 to go by 9:00 PM close" },
+
+      { "id": "basketHeader", "component": "CardHeader", "title": "Average Basket Size" },
+      { "id": "basketBig", "component": "TextContent", "size": "large-heavy", "text": "$42.18" },
+      { "id": "basketSub", "component": "TextContent", "size": "small", "text": "+$3.10 vs last week · 199 transactions today" },
+
+      { "id": "returnsHeader", "component": "CardHeader", "title": "Returns This Week" },
+      { "id": "returnsBig", "component": "TextContent", "size": "large-heavy", "text": "37 returns · $1,265" },
+      { "id": "returnsSub", "component": "TextContent", "size": "small", "text": "2.1% of weekly sales · top reason: damaged in transit" },
+
+      { "id": "trafficHeader", "component": "CardHeader", "title": "Foot Traffic Through the Day", "subtitle": "Hourly door counts · 921 visitors so far · peak 12–1 PM" },
+      { "id": "trafficChart", "component": "AreaChart", "variant": "natural", "xLabel": "Hour", "yLabel": "Visitors", "labels": ["8a", "9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p"], "series": ["trafficSeries"] },
+
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..850ee290c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r2.txt
@@ -0,0 +1,112 @@
+
+
+Here's a complete single-screen daily console for the store manager. All 12 requirements are covered:
+
+1. **Sales vs target** — KPI card with progress bar (84% of $10,000)
+2. **Foot traffic** — hourly area chart, 8 AM–8 PM
+3. **Best sellers** — table with units + revenue
+4. **Out of stock** — table with SKU and time out
+5. **On shift today** — staff table with roles, times, status
+6. **Avg basket size** — KPI card with transaction context
+7. **Returns this week** — KPI card with count, value, and top reason
+8. **Promotions** — table with redemptions, revenue, status
+9. **Registers** — table showing open/closed/maintenance
+10. **Reorder** — embedded form (item select + quantity + submit)
+11. **View another store** — store selector in the header
+12. **Week comparison** — grouped bar chart, this week vs last week
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E6B52","agentDisplayName":"Store Ops Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-console","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["headerCard","alertBanner","kpiRow","rowA","rowB","rowC"]},
+{"id":"headerCard","component":"Card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true,"children":["headerTitle","storeFormControl"]},
+{"id":"headerTitle","component":"CardHeader","title":"Daily Console — Maple & 5th (#214)","subtitle":"Thursday, June 12 · Live as of 2:45 PM"},
+{"id":"storeFormControl","component":"FormControl","label":"Viewing store","input":"storeSelect","hint":"Switch to another store's live data"},
+{"id":"storeSelect","component":"Select","name":"store","value":"maple-214","placeholder":"Choose a store","items":["si214","si187","si342","si098"]},
+{"id":"si214","component":"SelectItem","value":"maple-214","label":"Maple & 5th (#214)"},
+{"id":"si187","component":"SelectItem","value":"riverside-187","label":"Riverside (#187)"},
+{"id":"si342","component":"SelectItem","value":"airport-342","label":"Airport (#342)"},
+{"id":"si098","component":"SelectItem","value":"mallwest-098","label":"Mall West (#098)"},
+{"id":"alertBanner","component":"Alert","variant":"warning","title":"4 items out of stock","description":"Almond Milk ½ gal and Paper Towels 6pk are high-velocity sellers — submit reorders before 4:00 PM for tomorrow's 6:00 AM delivery."},
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["salesCard","basketCard","returnsCard"]},
+{"id":"salesCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["salesHeader","salesValue","salesProgress","salesNote"]},
+{"id":"salesHeader","component":"CardHeader","title":"Sales Today vs Target"},
+{"id":"salesValue","component":"TextContent","size":"large-heavy","text":"$8,432 of $10,000"},
+{"id":"salesProgress","component":"Progress","value":84,"label":"84% of daily target"},
+{"id":"salesNote","component":"TextContent","size":"small","text":"$1,568 to go · Ahead of last Thursday's pace at this hour"},
+{"id":"basketCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["basketHeader","basketValue","basketNote"]},
+{"id":"basketHeader","component":"CardHeader","title":"Average Basket Size"},
+{"id":"basketValue","component":"TextContent","size":"large-heavy","text":"$42.18"},
+{"id":"basketNote","component":"TextContent","size":"small","text":"200 transactions · Up $1.92 vs yesterday"},
+{"id":"returnsCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["returnsHeader","returnsValue","returnsNote"]},
+{"id":"returnsHeader","component":"CardHeader","title":"Returns This Week"},
+{"id":"returnsValue","component":"TextContent","size":"large-heavy","text":"37 returns · $1,284"},
+{"id":"returnsNote","component":"TextContent","size":"small","text":"3.1% of weekly sales · Top reason: damaged in transit (14)"},
+{"id":"rowA","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch","children":["trafficCard","weekCard"]},
+{"id":"trafficCard","component":"Card","direction":"column","gap":"s","weight":3,"children":["trafficHeader","trafficChart","trafficNote"]},
+{"id":"trafficHeader","component":"CardHeader","title":"Foot Traffic Through the Day","subtitle":"Visitors per hour, 8 AM – 8 PM"},
+{"id":"trafficChart","component":"AreaChart","variant":"natural","xLabel":"Hour","yLabel":"Visitors","labels":["8a","9a","10a","11a","12p","1p","2p","3p","4p","5p","6p","7p","8p"],"series":["trafficSeries"]},
+{"id":"trafficSeries","component":"Series","category":"Visitors","values":[42,68,95,120,165,158,110,96,104,142,171,133,88]},
+{"id":"trafficNote","component":"TextContent","size":"small","text":"1,492 visitors so far · Peak expected 5–6 PM (~171) · Conversion 13.4%"},
+{"id":"weekCard","component":"Card","direction":"column","gap":"s","weight":2,"children":["weekHeader","weekChart","weekNote"]},
+{"id":"weekHeader","component":"CardHeader","title":"This Week vs Last Week","subtitle":"Daily sales, Mon–Thu"},
+{"id":"weekChart","component":"BarChart","variant":"grouped","yLabel":"Sales ($)","labels":["Mon","Tue","Wed","Thu"],"series":["weekSeriesThis","weekSeriesLast"]},
+{"id":"weekSeriesThis","component":"Series","category":"This week","values":[5230,6100,5870,8432]},
+{"id":"weekSeriesLast","component":"Series","category":"Last week","values":[4980,5640,5310,7890]},
+{"id":"weekNote","component":"TextContent","size":"small","text":"WTD $25,632 vs $23,820 (+7.6%) · Thursday still in progress"},
+{"id":"rowB","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch","children":["bestCard","oosCard"]},
+{"id":"bestCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["bestHeader","bestTable"]},
+{"id":"bestHeader","component":"CardHeader","title":"Best Sellers Today","subtitle":"Ranked by units sold"},
+{"id":"bestTable","component":"Table","columns":["bestColItem","bestColUnits","bestColRev"]},
+{"id":"bestColItem","component":"Col","label":"Item","type":"string","data":["Cold Brew Coffee 12oz","Rotisserie Chicken","Sourdough Loaf","Sparkling Water 8pk","Organic Bananas"]},
+{"id":"bestColUnits","component":"Col","label":"Units","type":"number","data":[214,163,141,126,119]},
+{"id":"bestColRev","component":"Col","label":"Revenue","type":"string","data":["$856","$1,304","$776","$630","$82"]},
+{"id":"oosCard","component":"Card","direction":"column","gap":"m","weight":1,"children":["oosHeader","oosTable","oosSep","reorderForm","reorderNote"]},
+{"id":"oosHeader","component":"CardHeader","title":"Out of Stock (4)","subtitle":"Reorder below — cutoff 4:00 PM"},
+{"id":"oosTable","component":"Table","columns":["oosColItem","oosColSku","oosColSince"]},
+{"id":"oosColItem","component":"Col","label":"Item","type":"string","data":["Almond Milk ½ gal","Paper Towels 6pk","AA Batteries 8pk","Greek Yogurt Plain 32oz"]},
+{"id":"oosColSku","component":"Col","label":"SKU","type":"string","data":["48213","77021","31566","55902"]},
+{"id":"oosColSince","component":"Col","label":"Out since","type":"string","data":["7:40 AM today","Yesterday","11:15 AM today","9:05 AM today"]},
+{"id":"oosSep","component":"Separator","orientation":"horizontal","decorative":true},
+{"id":"reorderForm","component":"Form","name":"reorder","fields":["fcItem","fcQty"],"buttons":"reorderButtons"},
+{"id":"fcItem","component":"FormControl","label":"Item to reorder","input":"itemSelect","hint":"Out-of-stock items listed"},
+{"id":"itemSelect","component":"Select","name":"item","placeholder":"Select an item","items":["siAlmond","siPaper","siBatt","siYogurt"]},
+{"id":"siAlmond","component":"SelectItem","value":"48213","label":"Almond Milk ½ gal (SKU 48213)"},
+{"id":"siPaper","component":"SelectItem","value":"77021","label":"Paper Towels 6pk (SKU 77021)"},
+{"id":"siBatt","component":"SelectItem","value":"31566","label":"AA Batteries 8pk (SKU 31566)"},
+{"id":"siYogurt","component":"SelectItem","value":"55902","label":"Greek Yogurt Plain 32oz (SKU 55902)"},
+{"id":"fcQty","component":"FormControl","label":"Quantity (cases)","input":"qtyInput","hint":"Suggested par shown by vendor"},
+{"id":"qtyInput","component":"Input","name":"qty","type":"number","placeholder":"e.g. 12"},
+{"id":"reorderButtons","component":"Buttons","direction":"row","buttons":["btnSubmit","btnDraft"]},
+{"id":"btnSubmit","component":"Button","label":"Submit reorder","variant":"primary"},
+{"id":"btnDraft","component":"Button","label":"Save as draft","variant":"secondary"},
+{"id":"reorderNote","component":"TextCallout","variant":"info","title":"Next-day delivery","description":"Reorders submitted before 4:00 PM arrive tomorrow at 6:00 AM."},
+{"id":"rowC","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch","children":["promoCard","shiftCard","regCard"]},
+{"id":"promoCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["promoHeader","promoTable"]},
+{"id":"promoHeader","component":"CardHeader","title":"Promotions Running (4)","subtitle":"Redemptions today"},
+{"id":"promoTable","component":"Table","columns":["promoColName","promoColRedem","promoColRev","promoColStatus"]},
+{"id":"promoColName","component":"Col","label":"Promotion","type":"string","data":["$5 Meal Deal","BOGO Cold Brew","10% Off Bakery (after 5 PM)","Double Loyalty Points"]},
+{"id":"promoColRedem","component":"Col","label":"Redemptions","type":"number","data":[122,86,41,203]},
+{"id":"promoColRev","component":"Col","label":"Revenue","type":"string","data":["$610","$344","$168","—"]},
+{"id":"promoColStatus","component":"Col","label":"Status","type":"string","data":["Strong","On track","Active","Active"]},
+{"id":"shiftCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["shiftHeader","shiftTable"]},
+{"id":"shiftHeader","component":"CardHeader","title":"On Shift Today (5)"},
+{"id":"shiftTable","component":"Table","columns":["shiftColName","shiftColRole","shiftColTime","shiftColStatus"]},
+{"id":"shiftColName","component":"Col","label":"Employee","type":"string","data":["Maya Chen","Derek Okafor","Priya Nair","Lena Ruiz","Tom Alvarez"]},
+{"id":"shiftColRole","component":"Col","label":"Role","type":"string","data":["Manager","Cashier","Stock","Cashier","Stock"]},
+{"id":"shiftColTime","component":"Col","label":"Shift","type":"string","data":["7:00a–3:00p","7:00a–3:00p","6:00a–2:00p","12:00p–8:00p","2:00p–10:00p"]},
+{"id":"shiftColStatus","component":"Col","label":"Status","type":"string","data":["On shift","On shift","On shift","On shift","Arrives 2:00p"]},
+{"id":"regCard","component":"Card","direction":"column","gap":"s","weight":1,"children":["regHeader","regTable","regNote"]},
+{"id":"regHeader","component":"CardHeader","title":"Register Status","subtitle":"3 of 6 open"},
+{"id":"regTable","component":"Table","columns":["regColName","regColAssigned","regColStatus"]},
+{"id":"regColName","component":"Col","label":"Register","type":"string","data":["Register 1","Register 2","Register 3","Register 4","Self-Checkout A","Self-Checkout B"]},
+{"id":"regColAssigned","component":"Col","label":"Assigned","type":"string","data":["Maya Chen","Derek Okafor","—","Lena Ruiz","—","—"]},
+{"id":"regColStatus","component":"Col","label":"Status","type":"string","data":["Open","Open","Closed","Open","Open","Maintenance"]},
+{"id":"regNote","component":"TextContent","size":"small","text":"Self-Checkout B down for maintenance — ticket #4411 · Register 3 opens at 4 PM if queue builds"}
+]}}
+</a2ui-json>
+
+The screen is organized top-down: header with store switcher → alert banner → KPI row (sales/basket/returns) → charts row (foot traffic + week-over-week) → product row (best sellers + out-of-stock with reorder form) → operations row (promotions, shift, registers). Let me know if you'd like different sample data, a different store type, or any section expanded.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..79c74c7a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r3.txt
@@ -0,0 +1,374 @@
+
+
+Here's a comprehensive store manager's daily console covering all 12 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-manager-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B5E20",
+        "agentDisplayName": "StorePilot"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-manager-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-row", "store-selector-section", "kpi-row", "charts-row", "inventory-section", "operations-section", "reorder-section"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header-row",
+          "component": "CardHeader",
+          "title": "🏬 Daily Store Console",
+          "subtitle": "Tuesday, June 17, 2025 — Store #042 Downtown"
+        },
+        {
+          "id": "store-selector-section",
+          "component": "Card",
+          "children": ["store-select-form"],
+          "variant": "sunk",
+          "gap": "s"
+        },
+        {
+          "id": "store-select-form",
+          "component": "Form",
+          "name": "storeSwitch",
+          "fields": ["store-select-control"],
+          "buttons": "store-switch-btn"
+        },
+        {
+          "id": "store-select-control",
+          "component": "FormControl",
+          "label": "View a Different Store",
+          "input": "store-select"
+        },
+        {
+          "id": "store-select",
+          "component": "Select",
+          "name": "store",
+          "placeholder": "Select store…",
+          "items": ["store-opt-1", "store-opt-2", "store-opt-3", "store-opt-4"]
+        },
+        { "id": "store-opt-1", "component": "SelectItem", "value": "042", "label": "#042 — Downtown (current)" },
+        { "id": "store-opt-2", "component": "SelectItem", "value": "017", "label": "#017 — Riverside Mall" },
+        { "id": "store-opt-3", "component": "SelectItem", "value": "088", "label": "#088 — Airport Terminal B" },
+        { "id": "store-opt-4", "component": "SelectItem", "value": "103", "label": "#103 — Suburban Plaza" },
+        {
+          "id": "store-switch-btn",
+          "component": "Button",
+          "label": "Switch Store",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "children": ["sales-progress-card", "basket-card", "returns-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "sales-progress-card",
+          "component": "Card",
+          "children": ["sales-header", "sales-progress", "sales-detail"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 2
+        },
+        { "id": "sales-header", "component": "Heading", "text": "Sales Today vs Target", "level": "h3" },
+        { "id": "sales-progress", "component": "Progress", "value": 73, "label": "$14,620 of $20,000 target" },
+        { "id": "sales-detail", "component": "TextContent", "text": "**73%** of daily target reached by 2:15 PM. Pace is **+4.2%** ahead of yesterday at this time.", "size": "small" },
+        {
+          "id": "basket-card",
+          "component": "Card",
+          "children": ["basket-header", "basket-value", "basket-note"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        { "id": "basket-header", "component": "Heading", "text": "Avg Basket Size", "level": "h3" },
+        { "id": "basket-value", "component": "TextContent", "text": "## $38.47", "size": "large" },
+        { "id": "basket-note", "component": "TextContent", "text": "↑ $2.10 vs last week avg", "size": "small" },
+        {
+          "id": "returns-card",
+          "component": "Card",
+          "children": ["returns-header", "returns-value", "returns-note"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        { "id": "returns-header", "component": "Heading", "text": "Returns This Week", "level": "h3" },
+        { "id": "returns-value", "component": "TextContent", "text": "## 47 items / $1,893", "size": "large" },
+        { "id": "returns-note", "component": "TextContent", "text": "↓ 12% fewer than last week. Top reason: sizing (34%)", "size": "small" },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["traffic-card", "week-compare-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "traffic-card",
+          "component": "Card",
+          "children": ["traffic-header", "traffic-chart"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        { "id": "traffic-header", "component": "Heading", "text": "Foot Traffic Today", "level": "h3" },
+        {
+          "id": "traffic-chart",
+          "component": "AreaChart",
+          "labels": ["8AM", "9AM", "10AM", "11AM", "12PM", "1PM", "2PM"],
+          "series": ["traffic-series"],
+          "xLabel": "Hour",
+          "yLabel": "Visitors"
+        },
+        { "id": "traffic-series", "component": "Series", "category": "Visitors", "values": [22, 45, 78, 112, 134, 98, 87] },
+        {
+          "id": "week-compare-card",
+          "component": "Card",
+          "children": ["week-header", "week-chart"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        { "id": "week-header", "component": "Heading", "text": "This Week vs Last Week", "level": "h3" },
+        {
+          "id": "week-chart",
+          "component": "BarChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["this-week-series", "last-week-series"],
+          "variant": "grouped",
+          "yLabel": "Revenue ($K)"
+        },
+        { "id": "this-week-series", "component": "Series", "category": "This Week", "values": [18.2, 14.6, 0, 0, 0, 0, 0] },
+        { "id": "last-week-series", "component": "Series", "category": "Last Week", "values": [16.9, 15.1, 19.4, 17.8, 22.3, 28.1, 24.6] },
+        {
+          "id": "inventory-section",
+          "component": "Card",
+          "children": ["inventory-tabs"],
+          "variant": "clear"
+        },
+        {
+          "id": "inventory-tabs",
+          "component": "Tabs",
+          "items": ["tab-bestsellers", "tab-oos", "tab-promos"]
+        },
+        {
+          "id": "tab-bestsellers",
+          "component": "TabItem",
+          "value": "bestsellers",
+          "trigger": "🏆 Best Sellers",
+          "content": ["bestsellers-table"]
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": ["bs-rank", "bs-product", "bs-units", "bs-revenue"]
+        },
+        { "id": "bs-rank", "component": "Col", "label": "#", "data": ["1", "2", "3", "4", "5"], "type": "number" },
+        { "id": "bs-product", "component": "Col", "label": "Product", "data": ["Wireless Earbuds Pro", "Organic Cotton Tee", "Stainless Water Bottle", "Phone Case — Clear", "Scented Candle Set"], "type": "string" },
+        { "id": "bs-units", "component": "Col", "label": "Units Sold", "data": [84, 72, 65, 58, 51], "type": "number" },
+        { "id": "bs-revenue", "component": "Col", "label": "Revenue", "data": ["$6,720", "$2,160", "$1,625", "$1,160", "$1,530"], "type": "string" },
+        {
+          "id": "tab-oos",
+          "component": "TabItem",
+          "value": "oos",
+          "trigger": "🚫 Out of Stock",
+          "content": ["oos-alert", "oos-table"]
+        },
+        {
+          "id": "oos-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "6 items currently out of stock",
+          "description": "3 of these are high-velocity sellers. Consider expedited reorder."
+        },
+        {
+          "id": "oos-table",
+          "component": "Table",
+          "columns": ["oos-sku", "oos-product", "oos-days", "oos-velocity"]
+        },
+        { "id": "oos-sku", "component": "Col", "label": "SKU", "data": ["WB-1042", "TE-0087", "CH-2201", "SN-0334", "BG-1190", "LP-0455"], "type": "string" },
+        { "id": "oos-product", "component": "Col", "label": "Product", "data": ["Yoga Mat — Premium", "Bluetooth Speaker Mini", "Running Shorts M", "Vitamin C Serum", "Canvas Tote Bag", "Laptop Sleeve 14\""], "type": "string" },
+        { "id": "oos-days", "component": "Col", "label": "Days OOS", "data": [3, 2, 2, 1, 1, 1], "type": "number" },
+        { "id": "oos-velocity", "component": "Col", "label": "Avg Daily Sales", "data": [18, 14, 12, 9, 7, 6], "type": "number" },
+        {
+          "id": "tab-promos",
+          "component": "TabItem",
+          "value": "promos",
+          "trigger": "📣 Promotions",
+          "content": ["promos-table"]
+        },
+        {
+          "id": "promos-table",
+          "component": "Table",
+          "columns": ["promo-name", "promo-type", "promo-redemptions", "promo-revenue", "promo-status"]
+        },
+        { "id": "promo-name", "component": "Col", "label": "Promotion", "data": ["Summer Splash 20% Off", "BOGO Water Bottles", "Loyalty Double Points", "New Customer $10 Off"], "type": "string" },
+        { "id": "promo-type", "component": "Col", "label": "Type", "data": ["% Discount", "Buy One Get One", "Points Multiplier", "Fixed Discount"], "type": "string" },
+        { "id": "promo-redemptions", "component": "Col", "label": "Redemptions", "data": [142, 67, 203, 31], "type": "number" },
+        { "id": "promo-revenue", "component": "Col", "label": "Attributed Rev", "data": ["$4,260", "$1,340", "$6,090", "$310"], "type": "string" },
+        { "id": "promo-status", "component": "Col", "label": "Status", "data": ["🟢 Active", "🟢 Active", "🟢 Active", "🟡 Ends Today"], "type": "string" },
+        {
+          "id": "operations-section",
+          "component": "Card",
+          "children": ["ops-tabs"],
+          "variant": "clear"
+        },
+        {
+          "id": "ops-tabs",
+          "component": "Tabs",
+          "items": ["tab-registers", "tab-staff"]
+        },
+        {
+          "id": "tab-registers",
+          "component": "TabItem",
+          "value": "registers",
+          "trigger": "🖥️ Registers",
+          "content": ["registers-table"]
+        },
+        {
+          "id": "registers-table",
+          "component": "Table",
+          "columns": ["reg-id", "reg-status", "reg-cashier", "reg-wait"]
+        },
+        { "id": "reg-id", "component": "Col", "label": "Register", "data": ["REG-1", "REG-2", "REG-3", "REG-4", "REG-5", "REG-6"], "type": "string" },
+        { "id": "reg-status", "component": "Col", "label": "Status", "data": ["🟢 Open", "🟢 Open", "🟢 Open", "🔴 Closed", "🟢 Open", "🟡 Break"], "type": "string" },
+        { "id": "reg-cashier", "component": "Col", "label": "Cashier", "data": ["Maria G.", "James T.", "Aisha K.", "—", "Devon R.", "Liam P."], "type": "string" },
+        { "id": "reg-wait", "component": "Col", "label": "Avg Wait", "data": ["1.2 min", "2.8 min", "0.9 min", "—", "1.5 min", "—"], "type": "string" },
+        {
+          "id": "tab-staff",
+          "component": "TabItem",
+          "value": "staff",
+          "trigger": "👥 On Shift Today",
+          "content": ["staff-table"]
+        },
+        {
+          "id": "staff-table",
+          "component": "Table",
+          "columns": ["staff-name", "staff-role", "staff-shift", "staff-status"]
+        },
+        { "id": "staff-name", "component": "Col", "label": "Name", "data": ["Maria Gonzalez", "James Torres", "Aisha Khan", "Devon Reed", "Liam Park", "Sofia Chen", "Noah Williams"], "type": "string" },
+        { "id": "staff-role", "component": "Col", "label": "Role", "data": ["Cashier", "Cashier", "Cashier", "Cashier", "Floor Associate", "Floor Associate", "Stock Room"], "type": "string" },
+        { "id": "staff-shift", "component": "Col", "label": "Shift", "data": ["8AM–4PM", "10AM–6PM", "8AM–4PM", "12PM–8PM", "9AM–5PM", "11AM–7PM", "7AM–3PM"], "type": "string" },
+        { "id": "staff-status", "component": "Col", "label": "Status", "data": ["✅ Clocked In", "✅ Clocked In", "✅ Clocked In", "🕐 Not Yet", "✅ Clocked In", "✅ Clocked In", "✅ Clocked In"], "type": "string" },
+        {
+          "id": "reorder-section",
+          "component": "Card",
+          "children": ["reorder-header", "reorder-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        { "id": "reorder-header", "component": "Heading", "text": "📦 Quick Reorder", "level": "h3" },
+        {
+          "id": "reorder-form",
+          "component": "Form",
+          "name": "reorderForm",
+          "fields": ["reorder-item-control", "reorder-qty-control", "reorder-priority-control"],
+          "buttons": "reorder-buttons"
+        },
+        {
+          "id": "reorder-item-control",
+          "component": "FormControl",
+          "label": "Item to Reorder",
+          "input": "reorder-item-select",
+          "hint": "Out-of-stock items shown first"
+        },
+        {
+          "id": "reorder-item-select",
+          "component": "Select",
+          "name": "reorderItem",
+          "placeholder": "Search or select item…",
+          "items": ["ri-1", "ri-2", "ri-3", "ri-4", "ri-5", "ri-6"]
+        },
+        { "id": "ri-1", "component": "SelectItem", "value": "WB-1042", "label": "🚫 Yoga Mat — Premium (OOS 3 days)" },
+        { "id": "ri-2", "component": "SelectItem", "value": "TE-0087", "label": "🚫 Bluetooth Speaker Mini (OOS 2 days)" },
+        { "id": "ri-3", "component": "SelectItem", "value": "CH-2201", "label": "🚫 Running Shorts M (OOS 2 days)" },
+        { "id": "ri-4", "component": "SelectItem", "value": "SN-0334", "label": "🚫 Vitamin C Serum (OOS 1 day)" },
+        { "id": "ri-5", "component": "SelectItem", "value": "BG-1190", "label": "🚫 Canvas Tote Bag (OOS 1 day)" },
+        { "id": "ri-6", "component": "SelectItem", "value": "LP-0455", "label": "🚫 Laptop Sleeve 14\" (OOS 1 day)" },
+        {
+          "id": "reorder-qty-control",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "reorder-qty-input"
+        },
+        {
+          "id": "reorder-qty-input",
+          "component": "Input",
+          "name": "quantity",
+          "type": "number",
+          "placeholder": "e.g. 50"
+        },
+        {
+          "id": "reorder-priority-control",
+          "component": "FormControl",
+          "label": "Shipping Priority",
+          "input": "reorder-priority-radio"
+        },
+        {
+          "id": "reorder-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["prio-standard", "prio-expedited", "prio-overnight"],
+          "defaultValue": "expedited"
+        },
+        { "id": "prio-standard", "component": "RadioItem", "label": "Standard", "description": "5–7 business days", "value": "standard" },
+        { "id": "prio-expedited", "component": "RadioItem", "label": "Expedited", "description": "2–3 business days", "value": "expedited" },
+        { "id": "prio-overnight", "component": "RadioItem", "label": "Overnight", "description": "Next business day (+$45 fee)", "value": "overnight" },
+        {
+          "id": "reorder-buttons",
+          "component": "Buttons",
+          "buttons": ["reorder-submit-btn", "reorder-cancel-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "reorder-submit-btn",
+          "component": "Button",
+          "label": "Submit Reorder",
+          "variant": "primary"
+        },
+        {
+          "id": "reorder-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 12 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Sales vs target | Progress bar card (73% of $20K) |
+| 2 | Foot traffic | Area chart by hour |
+| 3 | Best sellers + units | Table in "Best Sellers" tab |
+| 4 | Out of stock | Alert + table in "Out of Stock" tab |
+| 5 | Staff on shift | Table in "On Shift Today" tab |
+| 6 | Avg basket size | KPI card ($38.47) |
+| 7 | Returns this week | KPI card (47 items / $1,893) |
+| 8 | Promotion performance | Table in "Promotions" tab |
+| 9 | Register status | Table in "Registers" tab |
+| 10 | Reorder an item | Form at bottom with item select, qty, priority |
+| 11 | View different store | Store selector dropdown at top |
+| 12 | This week vs last week | Grouped bar chart |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..f27f24754
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-retail__r4.txt
@@ -0,0 +1,507 @@
+
+
+Here's a complete single-screen daily console for a store manager, covering all 12 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "store-manager-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "sendDataModel": false
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "store-manager-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "consoleHeader",
+            "storeForm",
+            "kpiRow",
+            "trafficCard",
+            "midRow",
+            "reorderCard",
+            "opsRow",
+            "promoCard",
+            "weekCard"
+          ]
+        },
+        {
+          "id": "consoleHeader",
+          "component": "CardHeader",
+          "title": "Daily Store Console",
+          "subtitle": "Downtown Flagship · Thursday · Live as of 2:40 PM"
+        },
+        {
+          "id": "storeForm",
+          "component": "Form",
+          "name": "store-switcher",
+          "fields": ["storeSelect"],
+          "buttons": "storeButtons"
+        },
+        {
+          "id": "storeSelect",
+          "component": "Select",
+          "name": "store",
+          "value": "downtown",
+          "items": ["storeOpt1", "storeOpt2", "storeOpt3", "storeOpt4"]
+        },
+        { "id": "storeOpt1", "component": "SelectItem", "value": "downtown", "label": "Downtown Flagship (current)" },
+        { "id": "storeOpt2", "component": "SelectItem", "value": "riverside", "label": "Riverside Mall" },
+        { "id": "storeOpt3", "component": "SelectItem", "value": "airport", "label": "Airport Kiosk" },
+        { "id": "storeOpt4", "component": "SelectItem", "value": "westside", "label": "Westside Plaza" },
+        {
+          "id": "storeButtons",
+          "component": "Buttons",
+          "buttons": ["storeSwitchBtn"]
+        },
+        {
+          "id": "storeSwitchBtn",
+          "component": "Button",
+          "label": "View selected store",
+          "variant": "secondary"
+        },
+        {
+          "id": "kpiRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["salesCard", "basketCard", "returnsCard"]
+        },
+        {
+          "id": "salesCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["salesLabel", "salesValue", "salesProgress", "salesSub"]
+        },
+        { "id": "salesLabel", "component": "Label", "text": "Sales today vs target" },
+        { "id": "salesValue", "component": "TextContent", "text": "$12,480", "size": "large-heavy" },
+        { "id": "salesProgress", "component": "Progress", "value": 83.2, "label": "83.2% of $15,000 target" },
+        { "id": "salesSub", "component": "TextContent", "text": "$2,520 to go · on pace to finish near target", "size": "small" },
+        {
+          "id": "basketCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["basketLabel", "basketValue", "basketSub"]
+        },
+        { "id": "basketLabel", "component": "Label", "text": "Average basket size" },
+        { "id": "basketValue", "component": "TextContent", "text": "$46.80", "size": "large-heavy" },
+        { "id": "basketSub", "component": "TextContent", "text": "+$3.10 vs last week · 267 transactions", "size": "small" },
+        {
+          "id": "returnsCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["returnsLabel", "returnsValue", "returnsSub"]
+        },
+        { "id": "returnsLabel", "component": "Label", "text": "Returns this week" },
+        { "id": "returnsValue", "component": "TextContent", "text": "27 returns", "size": "large-heavy" },
+        { "id": "returnsSub", "component": "TextContent", "text": "$1,184 refunded · 2.5% return rate", "size": "small" },
+        {
+          "id": "trafficCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["trafficHeader", "trafficChart"]
+        },
+        {
+          "id": "trafficHeader",
+          "component": "CardHeader",
+          "title": "Foot traffic today",
+          "subtitle": "Door counts by hour · 1,293 visitors · 267 transactions · 21% conversion"
+        },
+        {
+          "id": "trafficChart",
+          "component": "AreaChart",
+          "variant": "natural",
+          "xLabel": "Hour of day",
+          "yLabel": "Visitors",
+          "labels": ["9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p"],
+          "series": ["trafficSeries"]
+        },
+        {
+          "id": "trafficSeries",
+          "component": "Series",
+          "category": "Visitors",
+          "values": [42, 78, 116, 151, 138, 122, 104, 96, 118, 143, 121, 64]
+        },
+        {
+          "id": "midRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bestCard", "oosCard"]
+        },
+        {
+          "id": "bestCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["bestHeader", "bestTable"]
+        },
+        {
+          "id": "bestHeader",
+          "component": "CardHeader",
+          "title": "Best sellers today",
+          "subtitle": "Ranked by units sold"
+        },
+        {
+          "id": "bestTable",
+          "component": "Table",
+          "columns": ["bsItemCol", "bsUnitsCol", "bsRevenueCol"]
+        },
+        {
+          "id": "bsItemCol",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["USB-C Fast Charger", "Phone Case (Clear)", "Wireless Earbuds Lite", "Screen Protector 2-pack", "Bluetooth Speaker Mini"]
+        },
+        {
+          "id": "bsUnitsCol",
+          "component": "Col",
+          "label": "Units",
+          "type": "number",
+          "data": [84, 71, 46, 39, 22]
+        },
+        {
+          "id": "bsRevenueCol",
+          "component": "Col",
+          "label": "Revenue",
+          "type": "string",
+          "data": ["$1,679", "$1,064", "$1,610", "$507", "$879"]
+        },
+        {
+          "id": "oosCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["oosHeader", "oosTable"]
+        },
+        {
+          "id": "oosHeader",
+          "component": "CardHeader",
+          "title": "Out of stock",
+          "subtitle": "4 items at zero · use Reorder below"
+        },
+        {
+          "id": "oosTable",
+          "component": "Table",
+          "columns": ["oosItemCol", "oosHandCol", "oosDaysCol", "oosPointCol"]
+        },
+        {
+          "id": "oosItemCol",
+          "component": "Col",
+          "label": "Item",
+          "type": "string",
+          "data": ["Noise-Cancelling Headphones X3", "Laptop Sleeve 15\"", "Magnetic Car Mount", "AA Batteries 8-pack"]
+        },
+        {
+          "id": "oosHandCol",
+          "component": "Col",
+          "label": "On hand",
+          "type": "number",
+          "data": [0, 0, 0, 0]
+        },
+        {
+          "id": "oosDaysCol",
+          "component": "Col",
+          "label": "Days out",
+          "type": "number",
+          "data": [3, 2, 5, 1]
+        },
+        {
+          "id": "oosPointCol",
+          "component": "Col",
+          "label": "Reorder point",
+          "type": "number",
+          "data": [12, 20, 15, 30]
+        },
+        {
+          "id": "reorderCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["reorderHeader", "reorderForm"]
+        },
+        {
+          "id": "reorderHeader",
+          "component": "CardHeader",
+          "title": "Reorder an item",
+          "subtitle": "Sends a purchase order to the distribution center"
+        },
+        {
+          "id": "reorderForm",
+          "component": "Form",
+          "name": "reorder",
+          "fields": ["reorderItemControl", "reorderQtyControl"],
+          "buttons": "reorderButtons"
+        },
+        {
+          "id": "reorderItemControl",
+          "component": "FormControl",
+          "label": "Item",
+          "hint": "Out-of-stock items are listed first",
+          "input": "reorderSelect"
+        },
+        {
+          "id": "reorderSelect",
+          "component": "Select",
+          "name": "item",
+          "placeholder": "Choose an item to reorder",
+          "items": ["reorderOpt1", "reorderOpt2", "reorderOpt3", "reorderOpt4"]
+        },
+        { "id": "reorderOpt1", "component": "SelectItem", "value": "x3-headphones", "label": "Noise-Cancelling Headphones X3 (out of stock)" },
+        { "id": "reorderOpt2", "component": "SelectItem", "value": "sleeve-15", "label": "Laptop Sleeve 15\" (out of stock)" },
+        { "id": "reorderOpt3", "component": "SelectItem", "value": "car-mount", "label": "Magnetic Car Mount (out of stock)" },
+        { "id": "reorderOpt4", "component": "SelectItem", "value": "aa-8pack", "label": "AA Batteries 8-pack (out of stock)" },
+        {
+          "id": "reorderQtyControl",
+          "component": "FormControl",
+          "label": "Quantity",
+          "hint": "Tip: order at least the item's reorder point",
+          "input": "reorderQtyInput"
+        },
+        {
+          "id": "reorderQtyInput",
+          "component": "Input",
+          "name": "quantity",
+          "type": "number",
+          "placeholder": "e.g. 24"
+        },
+        {
+          "id": "reorderButtons",
+          "component": "Buttons",
+          "buttons": ["reorderSubmitBtn"]
+        },
+        {
+          "id": "reorderSubmitBtn",
+          "component": "Button",
+          "label": "Submit reorder",
+          "variant": "primary"
+        },
+        {
+          "id": "opsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["shiftCard", "regCard"]
+        },
+        {
+          "id": "shiftCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["shiftHeader", "shiftTable"]
+        },
+        {
+          "id": "shiftHeader",
+          "component": "CardHeader",
+          "title": "On shift today",
+          "subtitle": "5 scheduled · 2 on shift right now"
+        },
+        {
+          "id": "shiftTable",
+          "component": "Table",
+          "columns": ["stNameCol", "stRoleCol", "stTimeCol", "stStatusCol"]
+        },
+        {
+          "id": "stNameCol",
+          "component": "Col",
+          "label": "Name",
+          "type": "string",
+          "data": ["Maya Rodriguez", "Chris Patel", "Jordan Lee", "Sam O'Brien", "Priya Nair"]
+        },
+        {
+          "id": "stRoleCol",
+          "component": "Col",
+          "label": "Role",
+          "type": "string",
+          "data": ["Store manager", "Cashier", "Sales floor", "Stockroom", "Cashier"]
+        },
+        {
+          "id": "stTimeCol",
+          "component": "Col",
+          "label": "Shift",
+          "type": "string",
+          "data": ["8:00a–4:30p", "9:00a–5:00p", "12:00p–8:30p", "6:00a–2:30p", "4:00p–9:00p"]
+        },
+        {
+          "id": "stStatusCol",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["On shift", "On shift", "Arrives 12:00p", "Ended 2:30p", "Arrives 4:00p"]
+        },
+        {
+          "id": "regCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "weight": 1,
+          "children": ["regHeader", "regTable"]
+        },
+        {
+          "id": "regHeader",
+          "component": "CardHeader",
+          "title": "Registers",
+          "subtitle": "2 of 4 open"
+        },
+        {
+          "id": "regTable",
+          "component": "Table",
+          "columns": ["regIdCol", "regStatusCol", "regStaffCol"]
+        },
+        {
+          "id": "regIdCol",
+          "component": "Col",
+          "label": "Register",
+          "type": "string",
+          "data": ["Register 1", "Register 2", "Register 3", "Register 4"]
+        },
+        {
+          "id": "regStatusCol",
+          "component": "Col",
+          "label": "Status",
+          "type": "string",
+          "data": ["Open", "Open", "Closed", "Closed — maintenance"]
+        },
+        {
+          "id": "regStaffCol",
+          "component": "Col",
+          "label": "Staffed by",
+          "type": "string",
+          "data": ["Chris Patel", "Maya Rodriguez", "—", "—"]
+        },
+        {
+          "id": "promoCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["promoHeader", "promoTable"]
+        },
+        {
+          "id": "promoHeader",
+          "component": "CardHeader",
+          "title": "Promotion performance",
+          "subtitle": "4 active promotions · since each promo's start date"
+        },
+        {
+          "id": "promoTable",
+          "component": "Table",
+          "columns": ["prNameCol", "prRedCol", "prRevCol", "prGoalCol"]
+        },
+        {
+          "id": "prNameCol",
+          "component": "Col",
+          "label": "Promotion",
+          "type": "string",
+          "data": ["BOGO 50% Cables", "15% Off Accessories $50+", "Trade-In Bonus $20", "Free Gift Wrap — Holiday"]
+        },
+        {
+          "id": "prRedCol",
+          "component": "Col",
+          "label": "Redemptions",
+          "type": "number",
+          "data": [312, 189, 57, 203]
+        },
+        {
+          "id": "prRevCol",
+          "component": "Col",
+          "label": "Attributed revenue",
+          "type": "string",
+          "data": ["$4,680", "$6,120", "$1,140", "$410"]
+        },
+        {
+          "id": "prGoalCol",
+          "component": "Col",
+          "label": "Progress to goal",
+          "type": "string",
+          "data": ["82% of goal", "64% of goal", "45% of goal", "91% of goal"]
+        },
+        {
+          "id": "weekCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["weekHeader", "weekChart", "weekNote"]
+        },
+        {
+          "id": "weekHeader",
+          "component": "CardHeader",
+          "title": "This week vs last week",
+          "subtitle": "Net sales by day · through Thursday"
+        },
+        {
+          "id": "weekChart",
+          "component": "BarChart",
+          "variant": "grouped",
+          "xLabel": "Day",
+          "yLabel": "Net sales ($)",
+          "labels": ["Mon", "Tue", "Wed", "Thu"],
+          "series": ["weekThisSeries", "weekLastSeries"]
+        },
+        {
+          "id": "weekThisSeries",
+          "component": "Series",
+          "category": "This week",
+          "values": [11200, 12650, 10940, 12480]
+        },
+        {
+          "id": "weekLastSeries",
+          "component": "Series",
+          "category": "Last week",
+          "values": [10800, 11900, 12400, 13100]
+        },
+        {
+          "id": "weekNote",
+          "component": "TextCallout",
+          "variant": "neutral",
+          "title": "Week to date: $47,270",
+          "description": "Down 1.9% vs last week's $48,200 through the same four days. Thursday is pacing strong and promo redemptions are up."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything requested is covered:
+
+1. **Sales vs target** — top KPI card with progress bar (83.2% of $15,000)
+2. **Foot traffic** — hourly area chart with visitor, transaction, and conversion stats
+3. **Best sellers** — table with units and revenue per item
+4. **Out of stock** — table with days out and reorder points
+5. **On shift** — staff table with roles, shift times, and live status
+6. **Average basket size** — KPI card with week-over-week delta
+7. **Returns this week** — KPI card with count, refund total, and rate
+8. **Promotions** — table with redemptions, attributed revenue, and goal progress
+9. **Registers** — open/closed status and who's staffing each
+10. **Reorder** — form with item selector (pre-filled with OOS items), quantity, and submit button
+11. **Switch store** — store selector + button at the top of the screen
+12. **Week comparison** — grouped bar chart of this week vs last week, plus a WTD summary callout
+
+Want me to wire the store switcher or reorder form to real actions, or add drill-downs (e.g., clicking an out-of-stock item pre-fills the reorder form)?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..8a005ffff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r1.txt
@@ -0,0 +1,541 @@
+Here's a comprehensive SaaS admin overview dashboard covering all 13 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "saas-admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Admin Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "saas-admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "kpi-row", "controls-row", "charts-row", "top-customers-card", "at-risk-card", "failed-payments-card", "adoption-card", "utilization-card"],
+          "direction": "column",
+          "gap": "l",
+          "variant": "clear"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Admin Overview",
+          "subtitle": "Real-time business health and operations dashboard"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "children": ["mrr-card", "arr-card", "churn-card", "nps-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "mrr-card",
+          "component": "Card",
+          "children": ["mrr-label", "mrr-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card"
+        },
+        {
+          "id": "mrr-label",
+          "component": "TextContent",
+          "text": "Monthly Recurring Revenue",
+          "size": "small"
+        },
+        {
+          "id": "mrr-value",
+          "component": "TextContent",
+          "text": "**$284,500**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "arr-card",
+          "component": "Card",
+          "children": ["arr-label", "arr-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card"
+        },
+        {
+          "id": "arr-label",
+          "component": "TextContent",
+          "text": "Annual Recurring Revenue",
+          "size": "small"
+        },
+        {
+          "id": "arr-value",
+          "component": "TextContent",
+          "text": "**$3,414,000**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "churn-card",
+          "component": "Card",
+          "children": ["churn-label", "churn-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card"
+        },
+        {
+          "id": "churn-label",
+          "component": "TextContent",
+          "text": "Churn This Month",
+          "size": "small"
+        },
+        {
+          "id": "churn-value",
+          "component": "TextContent",
+          "text": "**2.3%** ↓ 0.4% vs last month",
+          "size": "large-heavy"
+        },
+        {
+          "id": "nps-card",
+          "component": "Card",
+          "children": ["nps-label", "nps-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "card"
+        },
+        {
+          "id": "nps-label",
+          "component": "TextContent",
+          "text": "Current NPS",
+          "size": "small"
+        },
+        {
+          "id": "nps-value",
+          "component": "TextContent",
+          "text": "**62** (Excellent)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "children": ["period-form", "invite-dialog"],
+          "direction": "row",
+          "gap": "m",
+          "align": "end",
+          "justify": "between",
+          "variant": "clear"
+        },
+        {
+          "id": "period-form",
+          "component": "Form",
+          "name": "reporting-period",
+          "buttons": "period-buttons",
+          "fields": ["period-field"]
+        },
+        {
+          "id": "period-field",
+          "component": "FormControl",
+          "label": "Reporting Period",
+          "input": "period-select"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "period",
+          "placeholder": "Select period",
+          "value": "90d",
+          "items": ["period-item-30", "period-item-90", "period-item-12m", "period-item-ytd"]
+        },
+        {
+          "id": "period-item-30",
+          "component": "SelectItem",
+          "value": "30d",
+          "label": "Last 30 Days"
+        },
+        {
+          "id": "period-item-90",
+          "component": "SelectItem",
+          "value": "90d",
+          "label": "Last 90 Days"
+        },
+        {
+          "id": "period-item-12m",
+          "component": "SelectItem",
+          "value": "12m",
+          "label": "Last 12 Months"
+        },
+        {
+          "id": "period-item-ytd",
+          "component": "SelectItem",
+          "value": "ytd",
+          "label": "Year to Date"
+        },
+        {
+          "id": "period-buttons",
+          "component": "Buttons",
+          "buttons": ["period-apply-btn"]
+        },
+        {
+          "id": "period-apply-btn",
+          "component": "Button",
+          "label": "Apply",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "invite-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "＋ Invite Admin",
+          "triggerVariant": "default",
+          "title": "Invite New Admin",
+          "description": "Send an invitation to add a new administrator to this workspace.",
+          "content": ["invite-form"]
+        },
+        {
+          "id": "invite-form",
+          "component": "Form",
+          "name": "invite-admin",
+          "buttons": "invite-buttons",
+          "fields": ["invite-email-field", "invite-role-field"]
+        },
+        {
+          "id": "invite-email-field",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "invite-email-input",
+          "hint": "The invite link expires in 7 days"
+        },
+        {
+          "id": "invite-email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "colleague@company.com",
+          "rules": [{"required": true, "message": "Email is required"}]
+        },
+        {
+          "id": "invite-role-field",
+          "component": "FormControl",
+          "label": "Role",
+          "input": "invite-role-select"
+        },
+        {
+          "id": "invite-role-select",
+          "component": "Select",
+          "name": "role",
+          "placeholder": "Select role",
+          "items": ["invite-role-admin", "invite-role-billing", "invite-role-viewer"]
+        },
+        {
+          "id": "invite-role-admin",
+          "component": "SelectItem",
+          "value": "admin",
+          "label": "Full Admin"
+        },
+        {
+          "id": "invite-role-billing",
+          "component": "SelectItem",
+          "value": "billing",
+          "label": "Billing Admin"
+        },
+        {
+          "id": "invite-role-viewer",
+          "component": "SelectItem",
+          "value": "viewer",
+          "label": "Read-Only"
+        },
+        {
+          "id": "invite-buttons",
+          "component": "Buttons",
+          "buttons": ["invite-submit-btn"]
+        },
+        {
+          "id": "invite-submit-btn",
+          "component": "Button",
+          "label": "Send Invite",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["signups-card", "plan-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "signups-card",
+          "component": "Card",
+          "children": ["signups-header", "signups-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "signups-header",
+          "component": "CardHeader",
+          "title": "New Signups",
+          "subtitle": "Past 90 days"
+        },
+        {
+          "id": "signups-chart",
+          "component": "AreaChart",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8", "Wk 9", "Wk 10", "Wk 11", "Wk 12", "Wk 13"],
+          "series": ["signups-series"],
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Signups"
+        },
+        {
+          "id": "signups-series",
+          "component": "Series",
+          "category": "New Signups",
+          "values": [12, 15, 18, 14, 22, 19, 25, 28, 24, 31, 27, 35, 38]
+        },
+        {
+          "id": "plan-card",
+          "component": "Card",
+          "children": ["plan-header", "plan-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "plan-header",
+          "component": "CardHeader",
+          "title": "Customers by Plan",
+          "subtitle": "572 total accounts"
+        },
+        {
+          "id": "plan-chart",
+          "component": "PieChart",
+          "labels": ["Starter (340)", "Professional (185)", "Enterprise (47)"],
+          "values": [340, 185, 47],
+          "variant": "donut"
+        },
+        {
+          "id": "top-customers-card",
+          "component": "Card",
+          "children": ["top-customers-header", "top-customers-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "top-customers-header",
+          "component": "CardHeader",
+          "title": "Top 10 Customers by Spend",
+          "subtitle": "Ranked by monthly spend"
+        },
+        {
+          "id": "top-customers-table",
+          "component": "Table",
+          "columns": ["tc-col-rank", "tc-col-name", "tc-col-plan", "tc-col-seats", "tc-col-spend"]
+        },
+        {
+          "id": "tc-col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
+          "type": "number"
+        },
+        {
+          "id": "tc-col-name",
+          "component": "Col",
+          "label": "Account",
+          "data": ["Acme Corp", "TechFlow Inc", "GlobalSync", "DataPrime", "CloudNine", "NexaWorks", "BrightPath", "Vertex Labs", "Orion Systems", "Pulse Digital"],
+          "type": "string"
+        },
+        {
+          "id": "tc-col-plan",
+          "component": "Col",
+          "label": "Plan",
+          "data": ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Professional", "Enterprise", "Professional", "Professional", "Professional", "Starter"],
+          "type": "string"
+        },
+        {
+          "id": "tc-col-seats",
+          "component": "Col",
+          "label": "Seats",
+          "data": [250, 180, 150, 120, 95, 85, 72, 65, 58, 45],
+          "type": "number"
+        },
+        {
+          "id": "tc-col-spend",
+          "component": "Col",
+          "label": "Monthly Spend",
+          "data": ["$45,000", "$32,400", "$27,000", "$21,600", "$14,250", "$15,300", "$10,800", "$9,750", "$8,700", "$4,500"],
+          "type": "string"
+        },
+        {
+          "id": "at-risk-card",
+          "component": "Card",
+          "children": ["at-risk-header", "at-risk-alert", "at-risk-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "at-risk-header",
+          "component": "CardHeader",
+          "title": "Accounts at Risk",
+          "subtitle": "5 accounts flagged for intervention"
+        },
+        {
+          "id": "at-risk-alert",
+          "component": "Alert",
+          "title": "Action Needed",
+          "description": "2 high-risk accounts require immediate attention. TechFlow Inc usage has dropped 40% and CloudNine has repeated payment failures.",
+          "variant": "warning"
+        },
+        {
+          "id": "at-risk-table",
+          "component": "Table",
+          "columns": ["ar-col-account", "ar-col-reason", "ar-col-risk-level"]
+        },
+        {
+          "id": "ar-col-account",
+          "component": "Col",
+          "label": "Account",
+          "data": ["TechFlow Inc", "CloudNine", "BrightPath", "Orion Systems", "Pulse Digital"],
+          "type": "string"
+        },
+        {
+          "id": "ar-col-reason",
+          "component": "Col",
+          "label": "Risk Reason",
+          "data": ["Usage dropped 40% in 30 days", "Payment failed twice consecutively", "No admin login in 45 days", "Downgrade request pending", "Support ticket unresolved 14+ days"],
+          "type": "string"
+        },
+        {
+          "id": "ar-col-risk-level",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 High", "🔴 High", "🟡 Medium", "🟡 Medium", "🟢 Low"],
+          "type": "string"
+        },
+        {
+          "id": "failed-payments-card",
+          "component": "Card",
+          "children": ["failed-payments-header", "failed-payments-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "failed-payments-header",
+          "component": "CardHeader",
+          "title": "Failed Payments",
+          "subtitle": "3 payments require retry"
+        },
+        {
+          "id": "failed-payments-table",
+          "component": "Table",
+          "columns": ["fp-col-account", "fp-col-amount", "fp-col-date", "fp-col-attempts", "fp-col-retry"]
+        },
+        {
+          "id": "fp-col-account",
+          "component": "Col",
+          "label": "Account",
+          "data": ["CloudNine", "Vertex Labs", "Pulse Digital"],
+          "type": "string"
+        },
+        {
+          "id": "fp-col-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$14,250", "$9,750", "$4,500"],
+          "type": "string"
+        },
+        {
+          "id": "fp-col-date",
+          "component": "Col",
+          "label": "Failed On",
+          "data": ["Jan 15, 2025", "Jan 14, 2025", "Jan 12, 2025"],
+          "type": "string"
+        },
+        {
+          "id": "fp-col-attempts",
+          "component": "Col",
+          "label": "Attempts",
+          "data": [3, 2, 1],
+          "type": "number"
+        },
+        {
+          "id": "fp-col-retry",
+          "component": "Col",
+          "label": "Action",
+          "data": ["Retry Payment", "Retry Payment", "Retry Payment"],
+          "type": "action"
+        },
+        {
+          "id": "adoption-card",
+          "component": "Card",
+          "children": ["adoption-header", "adoption-feature1", "adoption-feature2", "adoption-feature3"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "adoption-header",
+          "component": "CardHeader",
+          "title": "New Feature Adoption",
+          "subtitle": "Rollout progress across all accounts"
+        },
+        {
+          "id": "adoption-feature1",
+          "component": "Progress",
+          "label": "AI Copilot (launched Dec 2024)",
+          "value": 67
+        },
+        {
+          "id": "adoption-feature2",
+          "component": "Progress",
+          "label": "Workflow Automations (launched Jan 2025)",
+          "value": 43
+        },
+        {
+          "id": "adoption-feature3",
+          "component": "Progress",
+          "label": "Advanced Analytics (launched Jan 2025)",
+          "value": 28
+        },
+        {
+          "id": "utilization-card",
+          "component": "Card",
+          "children": ["utilization-header", "utilization-progress", "utilization-text"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "utilization-header",
+          "component": "CardHeader",
+          "title": "Seat Utilization",
+          "subtitle": "Active seats vs. purchased seats across all accounts"
+        },
+        {
+          "id": "utilization-progress",
+          "component": "Progress",
+          "label": "Overall Utilization",
+          "value": 73
+        },
+        {
+          "id": "utilization-text",
+          "component": "TextContent",
+          "text": "**1,247 of 1,708** purchased seats are actively used. Enterprise accounts average 81% utilization, Professional 68%, and Starter 59%.",
+          "size": "small"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..0f2317171
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r2.txt
@@ -0,0 +1,109 @@
+
+
+Here's a complete admin overview screen covering all 13 items — KPI tiles (MRR, ARR, churn, NPS), trend and split charts, customer tables, actionable failed-payment retries, feature adoption, seat utilization, a reporting-period switcher, and an invite-admin dialog.
+
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui"}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[
+{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["headerCard","kpiRow","chartsRow","customersRow","opsRow","healthRow"]},
+
+{"id":"headerCard","component":"Card","variant":"card","direction":"row","justify":"between","align":"center","gap":"m","children":["headerTexts","headerControls"]},
+{"id":"headerTexts","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["pageTitle","pageSubtitle"]},
+{"id":"pageTitle","component":"Heading","level":"h2","text":"Admin Overview"},
+{"id":"pageSubtitle","component":"TextContent","size":"small","text":"SaaS performance snapshot · Data refreshed 5 min ago"},
+{"id":"headerControls","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","children":["periodControl","inviteDialog"]},
+{"id":"periodControl","component":"FormControl","label":"Reporting period","input":"periodSelect"},
+{"id":"periodSelect","component":"Select","name":"reportingPeriod","value":"90d","items":["period30","period90","period12m","periodYtd"]},
+{"id":"period30","component":"SelectItem","value":"30d","label":"Last 30 days"},
+{"id":"period90","component":"SelectItem","value":"90d","label":"Last 90 days"},
+{"id":"period12m","component":"SelectItem","value":"12m","label":"Last 12 months"},
+{"id":"periodYtd","component":"SelectItem","value":"ytd","label":"Year to date"},
+{"id":"inviteDialog","component":"DialogBlock","triggerLabel":"Invite admin","title":"Invite another admin","description":"They'll receive an email with a secure link to join the admin console.","content":["inviteForm"]},
+{"id":"inviteForm","component":"Form","name":"invite-admin","fields":["emailControl","roleControl"],"buttons":"inviteButtons"},
+{"id":"emailControl","component":"FormControl","label":"Work email","hint":"Invite link expires in 48 hours","input":"emailInput"},
+{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"name@company.com"},
+{"id":"roleControl","component":"FormControl","label":"Role","input":"roleSelect"},
+{"id":"roleSelect","component":"Select","name":"role","value":"admin","items":["roleAdmin","roleBilling","roleViewer"]},
+{"id":"roleAdmin","component":"SelectItem","value":"admin","label":"Admin — full access"},
+{"id":"roleBilling","component":"SelectItem","value":"billing","label":"Billing — payments & invoices"},
+{"id":"roleViewer","component":"SelectItem","value":"viewer","label":"Viewer — read only"},
+{"id":"inviteButtons","component":"Buttons","buttons":["inviteSubmit"]},
+{"id":"inviteSubmit","component":"Button","label":"Send invite","variant":"primary"},
+
+{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["mrrCard","arrCard","churnCard","npsTile"]},
+{"id":"mrrCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["mrrLabel","mrrValue","mrrDelta"]},
+{"id":"mrrLabel","component":"TextContent","size":"small","text":"Monthly Recurring Revenue"},
+{"id":"mrrValue","component":"TextContent","size":"large-heavy","text":"$128.4k"},
+{"id":"mrrDelta","component":"TextContent","size":"small","text":"▲ 4.2% vs last month"},
+{"id":"arrCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["arrLabel","arrValue","arrDelta"]},
+{"id":"arrLabel","component":"TextContent","size":"small","text":"Annual Recurring Revenue"},
+{"id":"arrValue","component":"TextContent","size":"large-heavy","text":"$1.54M"},
+{"id":"arrDelta","component":"TextContent","size":"small","text":"▲ 6.1% vs last year"},
+{"id":"churnCard","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["churnLabel","churnValue","churnDetail"]},
+{"id":"churnLabel","component":"TextContent","size":"small","text":"Churn this month"},
+{"id":"churnValue","component":"TextContent","size":"large-heavy","text":"2.3%"},
+{"id":"churnDetail","component":"TextContent","size":"small","text":"14 customers · $2.9k MRR lost"},
+{"id":"npsTile","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["npsTileLabel","npsTileValue","npsTileDelta"]},
+{"id":"npsTileLabel","component":"TextContent","size":"small","text":"Current NPS"},
+{"id":"npsTileValue","component":"TextContent","size":"large-heavy","text":"52"},
+{"id":"npsTileDelta","component":"TextContent","size":"small","text":"▲ 6 vs last quarter"},
+
+{"id":"chartsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["signupsCard","planCard"]},
+{"id":"signupsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["signupsHeader","signupsChart"]},
+{"id":"signupsHeader","component":"CardHeader","title":"New signups","subtitle":"Past 90 days · 1,462 total"},
+{"id":"signupsChart","component":"AreaChart","variant":"natural","labels":["Jun 2","Jun 9","Jun 16","Jun 23","Jun 30","Jul 7","Jul 14","Jul 21","Jul 28","Aug 4","Aug 11","Aug 18","Aug 25"],"series":["signupsSeries"]},
+{"id":"signupsSeries","component":"Series","category":"Signups","values":[82,91,78,104,96,110,121,109,118,132,126,141,154]},
+{"id":"planCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["planHeader","planChart"]},
+{"id":"planHeader","component":"CardHeader","title":"Customers by plan","subtitle":"810 active customers"},
+{"id":"planChart","component":"PieChart","variant":"donut","labels":["Starter","Growth","Scale","Enterprise"],"values":[412,268,96,34]},
+
+{"id":"customersRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["topCard","riskCard"]},
+{"id":"topCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["topHeader","topTable"]},
+{"id":"topHeader","component":"CardHeader","title":"Top 10 customers","subtitle":"Ranked by monthly spend"},
+{"id":"topTable","component":"Table","columns":["tcCompany","tcPlan","tcSeats","tcSpend"]},
+{"id":"tcCompany","component":"Col","label":"Customer","data":["Northwind Logistics","Vertex Financial","Bluepeak Health","Orbit Media Group","Cedar & Vine Retail","Helios Energy","Quantia Labs","Harborline Legal","Mapleworks Software","Silverbirch Education"]},
+{"id":"tcPlan","component":"Col","label":"Plan","data":["Enterprise","Enterprise","Enterprise","Scale","Scale","Enterprise","Scale","Growth","Growth","Growth"]},
+{"id":"tcSeats","component":"Col","label":"Seats","type":"number","data":[1240,980,875,610,540,460,415,380,335,300]},
+{"id":"tcSpend","component":"Col","label":"Monthly spend","data":["$12,400","$10,900","$9,600","$7,200","$6,400","$5,900","$5,100","$4,300","$3,800","$3,400"]},
+{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["riskHeader","riskTable"]},
+{"id":"riskHeader","component":"CardHeader","title":"Accounts at risk","subtitle":"5 flagged by health scoring"},
+{"id":"riskTable","component":"Table","columns":["rkAccount","rkMrr","rkReason"]},
+{"id":"rkAccount","component":"Col","label":"Account","data":["Vertex Financial","Orbit Media Group","Harborline Legal","Cedar & Vine Retail","Silverbirch Education"]},
+{"id":"rkMrr","component":"Col","label":"MRR","data":["$10,900","$7,200","$4,300","$6,400","$3,400"]},
+{"id":"rkReason","component":"Col","label":"Reason","data":["Downgrade discussed; usage down 22% MoM","Champion left company; no active sponsor","3 support escalations unresolved > 14 days","Payment method failing; renewal in 21 days","Budget freeze announced; evaluating competitor"]},
+
+{"id":"opsRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["failedCard","adoptionCard"]},
+{"id":"failedCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["failedHeader","failedList"]},
+{"id":"failedHeader","component":"CardHeader","title":"Failed payments","subtitle":"$13,270 outstanding · auto-retry every 24h"},
+{"id":"failedList","component":"ListBlock","variant":"number","items":["fp1","fp2","fp3","fp4"]},
+{"id":"fp1","component":"ListItem","title":"Cedar & Vine Retail — $8,700.00","subtitle":"Card declined · Aug 28 · attempt 3 of 4","actionLabel":"Retry"},
+{"id":"fp2","component":"ListItem","title":"Brightline Studios — $2,450.00","subtitle":"Insufficient funds · Aug 27 · attempt 2 of 4","actionLabel":"Retry"},
+{"id":"fp3","component":"ListItem","title":"Ferrostreet Mfg — $1,180.00","subtitle":"Card expired · Aug 25 · attempt 1 of 4","actionLabel":"Retry"},
+{"id":"fp4","component":"ListItem","title":"Lumen & Co — $940.00","subtitle":"Bank rejected · Aug 24 · attempt 2 of 4","actionLabel":"Retry"},
+{"id":"adoptionCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["adoptionHeader","f1Label","f1Progress","f2Label","f2Progress","f3Label","f3Progress"]},
+{"id":"adoptionHeader","component":"CardHeader","title":"Newest feature adoption","subtitle":"Share of active workspaces using each feature"},
+{"id":"f1Label","component":"TextContent","size":"small-heavy","text":"AI Draft Replies · launched Jul 18"},
+{"id":"f1Progress","component":"Progress","value":46,"label":"46% of workspaces"},
+{"id":"f2Label","component":"TextContent","size":"small-heavy","text":"Shared Workspaces · launched Aug 1"},
+{"id":"f2Progress","component":"Progress","value":31,"label":"31% of workspaces"},
+{"id":"f3Label","component":"TextContent","size":"small-heavy","text":"Mobile Offline Mode · launched Aug 15"},
+{"id":"f3Progress","component":"Progress","value":12,"label":"12% of workspaces"},
+
+{"id":"healthRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["npsCard","seatsCard"]},
+{"id":"npsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["npsHeader","npsScore","npsBar","npsNote"]},
+{"id":"npsHeader","component":"CardHeader","title":"Net Promoter Score","subtitle":"Q3 survey · 1,204 responses"},
+{"id":"npsScore","component":"TextContent","size":"large-heavy","text":"52"},
+{"id":"npsBar","component":"SingleStackedBarChart","labels":["Promoters","Passives","Detractors"],"values":[64,26,10]},
+{"id":"npsNote","component":"TextContent","size":"small","text":"64% promoters · 26% passives · 10% detractors"},
+{"id":"seatsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["seatsHeader","seatsValue","seatsProgress","seatsNote"]},
+{"id":"seatsHeader","component":"CardHeader","title":"Seat utilization","subtitle":"Across all plans and customers"},
+{"id":"seatsValue","component":"TextContent","size":"large-heavy","text":"78%"},
+{"id":"seatsProgress","component":"Progress","value":78,"label":"48,320 of 62,000 purchased seats active"},
+{"id":"seatsNote","component":"TextContent","size":"small","text":"Enterprise 91% · Scale 74% · Growth 62% · Starter 48%"}
+]}}
+</a2ui-json>
+
+Everything is covered: MRR/ARR/churn/NPS as KPI tiles (1, 2, 3, 10), a 90-day signups trend (4), plan-split donut (5), top-10 table with seats and spend (6), at-risk accounts with reasons (7), failed payments with per-row Retry actions (8), adoption bars for the three newest features (9), the reporting-period selector in the header (11), seat utilization with a per-plan breakdown (12), and the "Invite admin" dialog with email + role form (13). Want me to wire the period selector or retry buttons to live data/actions next?
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..088d026aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r3.txt
@@ -0,0 +1,551 @@
+Here's a comprehensive SaaS admin overview dashboard covering all 13 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "saas-admin-overview",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#4F46E5",
+        "agentDisplayName": "Admin Dashboard"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "saas-admin-overview",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-section", "kpi-row", "charts-row", "seat-card", "customers-card", "risk-card", "payments-card", "invite-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "period-select"]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "Admin Overview",
+          "subtitle": "Company performance at a glance"
+        },
+        {
+          "id": "period-select",
+          "component": "Select",
+          "name": "reporting_period",
+          "placeholder": "Reporting period",
+          "value": "90",
+          "items": ["period-30", "period-90", "period-365"]
+        },
+        {
+          "id": "period-30",
+          "component": "SelectItem",
+          "value": "30",
+          "label": "Last 30 days"
+        },
+        {
+          "id": "period-90",
+          "component": "SelectItem",
+          "value": "90",
+          "label": "Last 90 days"
+        },
+        {
+          "id": "period-365",
+          "component": "SelectItem",
+          "value": "365",
+          "label": "Last 12 months"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["mrr-card", "arr-card", "churn-card", "nps-card"]
+        },
+        {
+          "id": "mrr-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["mrr-label", "mrr-value"]
+        },
+        {
+          "id": "mrr-label",
+          "component": "TextContent",
+          "text": "Monthly Recurring Revenue",
+          "size": "small"
+        },
+        {
+          "id": "mrr-value",
+          "component": "TextContent",
+          "text": "**$284,500**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "arr-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["arr-label", "arr-value"]
+        },
+        {
+          "id": "arr-label",
+          "component": "TextContent",
+          "text": "Annual Recurring Revenue",
+          "size": "small"
+        },
+        {
+          "id": "arr-value",
+          "component": "TextContent",
+          "text": "**$3,414,000**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "churn-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["churn-label", "churn-value"]
+        },
+        {
+          "id": "churn-label",
+          "component": "TextContent",
+          "text": "Churn This Month",
+          "size": "small"
+        },
+        {
+          "id": "churn-value",
+          "component": "TextContent",
+          "text": "**2.3%** (↓ 0.4% vs last month)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "nps-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["nps-label", "nps-value"]
+        },
+        {
+          "id": "nps-label",
+          "component": "TextContent",
+          "text": "Current NPS",
+          "size": "small"
+        },
+        {
+          "id": "nps-value",
+          "component": "TextContent",
+          "text": "**62** (↑ 5 pts QoQ)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["signups-card", "plan-card", "adoption-card"]
+        },
+        {
+          "id": "signups-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 2,
+          "children": ["signups-title", "signups-chart"]
+        },
+        {
+          "id": "signups-title",
+          "component": "CardHeader",
+          "title": "New Signups (Past 90 Days)",
+          "subtitle": "Weekly cohort"
+        },
+        {
+          "id": "signups-chart",
+          "component": "AreaChart",
+          "labels": ["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8", "Wk 9", "Wk 10", "Wk 11", "Wk 12", "Wk 13"],
+          "series": ["signups-series"],
+          "xLabel": "Week",
+          "yLabel": "Signups",
+          "variant": "natural"
+        },
+        {
+          "id": "signups-series",
+          "component": "Series",
+          "category": "New Signups",
+          "values": [34, 41, 38, 52, 47, 55, 61, 58, 63, 72, 68, 74, 81]
+        },
+        {
+          "id": "plan-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["plan-title", "plan-chart"]
+        },
+        {
+          "id": "plan-title",
+          "component": "CardHeader",
+          "title": "Customers by Plan",
+          "subtitle": "Active subscriptions"
+        },
+        {
+          "id": "plan-chart",
+          "component": "PieChart",
+          "labels": ["Starter", "Pro", "Business", "Enterprise"],
+          "values": [312, 187, 94, 23],
+          "variant": "donut"
+        },
+        {
+          "id": "adoption-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["adoption-title", "adoption-chart"]
+        },
+        {
+          "id": "adoption-title",
+          "component": "CardHeader",
+          "title": "New Feature Adoption",
+          "subtitle": "% of active accounts using feature"
+        },
+        {
+          "id": "adoption-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["AI Summaries", "Bulk Export", "SSO Config"],
+          "series": ["adoption-series"],
+          "xLabel": "Adoption %",
+          "variant": "grouped"
+        },
+        {
+          "id": "adoption-series",
+          "component": "Series",
+          "category": "Adoption",
+          "values": [67, 43, 28]
+        },
+        {
+          "id": "seat-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["seat-title", "seat-progress", "seat-detail"]
+        },
+        {
+          "id": "seat-title",
+          "component": "CardHeader",
+          "title": "Seat Utilization",
+          "subtitle": "Across all customer accounts"
+        },
+        {
+          "id": "seat-progress",
+          "component": "Progress",
+          "value": 73,
+          "label": "73% of purchased seats active"
+        },
+        {
+          "id": "seat-detail",
+          "component": "TextContent",
+          "text": "4,891 of 6,700 purchased seats are actively used. 12 accounts are below 50% utilization.",
+          "size": "small"
+        },
+        {
+          "id": "customers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["customers-title", "customers-table"]
+        },
+        {
+          "id": "customers-title",
+          "component": "CardHeader",
+          "title": "Top 10 Customers by Spend",
+          "subtitle": "Current billing period"
+        },
+        {
+          "id": "customers-table",
+          "component": "Table",
+          "columns": ["col-rank", "col-company", "col-plan", "col-seats", "col-spend"]
+        },
+        {
+          "id": "col-rank",
+          "component": "Col",
+          "label": "#",
+          "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
+          "type": "number"
+        },
+        {
+          "id": "col-company",
+          "component": "Col",
+          "label": "Company",
+          "data": ["Acme Corp", "Globex Inc", "Initech", "Umbrella Co", "Stark Industries", "Wayne Enterprises", "Hooli", "Pied Piper", "Dunder Mifflin", "Vandelay Industries"],
+          "type": "string"
+        },
+        {
+          "id": "col-plan",
+          "component": "Col",
+          "label": "Plan",
+          "data": ["Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Pro", "Business", "Pro"],
+          "type": "string"
+        },
+        {
+          "id": "col-seats",
+          "component": "Col",
+          "label": "Seats",
+          "data": [450, 380, 320, 275, 260, 210, 185, 150, 140, 120],
+          "type": "number"
+        },
+        {
+          "id": "col-spend",
+          "component": "Col",
+          "label": "Monthly Spend",
+          "data": ["$45,000", "$38,000", "$32,000", "$22,000", "$26,000", "$16,800", "$14,800", "$7,500", "$11,200", "$6,000"],
+          "type": "string"
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risk-title", "risk-table"]
+        },
+        {
+          "id": "risk-title",
+          "component": "CardHeader",
+          "title": "Accounts at Risk",
+          "subtitle": "Flagged by health score model"
+        },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["col-risk-account", "col-risk-plan", "col-risk-reason", "col-risk-score"]
+        },
+        {
+          "id": "col-risk-account",
+          "component": "Col",
+          "label": "Account",
+          "data": ["Initech", "Hooli", "Dunder Mifflin", "Vandelay Industries", "Pied Piper"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-plan",
+          "component": "Col",
+          "label": "Plan",
+          "data": ["Enterprise", "Business", "Business", "Pro", "Pro"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-reason",
+          "component": "Col",
+          "label": "Risk Reason",
+          "data": ["Usage dropped 40% in 30 days", "Champion left company", "Support tickets up 3x", "Renewal in 14 days, no response", "Downgraded twice this quarter"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-score",
+          "component": "Col",
+          "label": "Health Score",
+          "data": ["🔴 Critical", "🔴 Critical", "🟡 Warning", "🟡 Warning", "🟡 Warning"],
+          "type": "string"
+        },
+        {
+          "id": "payments-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["payments-title", "payments-table"]
+        },
+        {
+          "id": "payments-title",
+          "component": "CardHeader",
+          "title": "Failed Payments",
+          "subtitle": "Requires action"
+        },
+        {
+          "id": "payments-table",
+          "component": "Table",
+          "columns": ["col-pay-customer", "col-pay-amount", "col-pay-date", "col-pay-attempts", "col-pay-action"]
+        },
+        {
+          "id": "col-pay-customer",
+          "component": "Col",
+          "label": "Customer",
+          "data": ["Globex Inc", "Stark Industries", "Pied Piper", "Hooli"],
+          "type": "string"
+        },
+        {
+          "id": "col-pay-amount",
+          "component": "Col",
+          "label": "Amount",
+          "data": ["$38,000", "$26,000", "$7,500", "$14,800"],
+          "type": "string"
+        },
+        {
+          "id": "col-pay-date",
+          "component": "Col",
+          "label": "Failed On",
+          "data": ["Jun 28, 2025", "Jun 30, 2025", "Jul 1, 2025", "Jul 2, 2025"],
+          "type": "string"
+        },
+        {
+          "id": "col-pay-attempts",
+          "component": "Col",
+          "label": "Attempts",
+          "data": [3, 2, 1, 1],
+          "type": "number"
+        },
+        {
+          "id": "col-pay-action",
+          "component": "Col",
+          "label": "Action",
+          "data": ["Retry Payment", "Retry Payment", "Retry Payment", "Retry Payment"],
+          "type": "action"
+        },
+        {
+          "id": "invite-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["invite-info", "invite-dialog"]
+        },
+        {
+          "id": "invite-info",
+          "component": "TextContent",
+          "text": "**Team Management** — 3 admins currently active",
+          "size": "default"
+        },
+        {
+          "id": "invite-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "Invite Admin",
+          "triggerVariant": "default",
+          "title": "Invite a New Admin",
+          "description": "Send an invitation to join the admin team.",
+          "content": ["invite-form"]
+        },
+        {
+          "id": "invite-form",
+          "component": "Form",
+          "name": "invite_admin",
+          "fields": ["invite-email-field", "invite-role-field"],
+          "buttons": "invite-buttons"
+        },
+        {
+          "id": "invite-email-field",
+          "component": "FormControl",
+          "label": "Email Address",
+          "input": "invite-email-input",
+          "hint": "Must be a verified company email"
+        },
+        {
+          "id": "invite-email-input",
+          "component": "Input",
+          "name": "email",
+          "type": "email",
+          "placeholder": "colleague@company.com",
+          "rules": ["required", "email"]
+        },
+        {
+          "id": "invite-role-field",
+          "component": "FormControl",
+          "label": "Role",
+          "input": "invite-role-select"
+        },
+        {
+          "id": "invite-role-select",
+          "component": "Select",
+          "name": "role",
+          "placeholder": "Select a role",
+          "items": ["role-admin", "role-billing", "role-viewer"]
+        },
+        {
+          "id": "role-admin",
+          "component": "SelectItem",
+          "value": "admin",
+          "label": "Full Admin"
+        },
+        {
+          "id": "role-billing",
+          "component": "SelectItem",
+          "value": "billing",
+          "label": "Billing Admin"
+        },
+        {
+          "id": "role-viewer",
+          "component": "SelectItem",
+          "value": "viewer",
+          "label": "Read-Only"
+        },
+        {
+          "id": "invite-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["invite-submit", "invite-cancel"]
+        },
+        {
+          "id": "invite-submit",
+          "component": "Button",
+          "label": "Send Invite",
+          "variant": "primary",
+          "type": "normal"
+        },
+        {
+          "id": "invite-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "type": "normal"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 13 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Monthly recurring revenue | KPI card — **$284,500** |
+| 2 | Annual recurring revenue | KPI card — **$3,414,000** |
+| 3 | Churn this month | KPI card — **2.3%** with trend |
+| 4 | New signups (90 days) | Area chart with weekly cohorts |
+| 5 | Customers by plan | Donut chart (Starter/Pro/Business/Enterprise) |
+| 6 | Top 10 customers | Table with seats & monthly spend |
+| 7 | Accounts at risk | Table with reasons & health scores |
+| 8 | Failed payments | Table with retry action column |
+| 9 | Feature adoption | Horizontal bar chart for 3 new features |
+| 10 | Current NPS | KPI card — **62** with QoQ trend |
+| 11 | Reporting period | Select dropdown (30d / 90d / 12mo) |
+| 12 | Seat utilization | Progress bar at 73% with detail text |
+| 13 | Invite admin | Dialog with email + role form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..c0d3f595c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b4-saas__r4.txt
@@ -0,0 +1,124 @@
+Here's a full admin overview dashboard covering all 13 items:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"SaaS Admin"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"admin-overview","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"l","children":["header-section","kpi-section","charts-section","tables-section","adoption-section"]},
+
+    {"id":"header-section","component":"Card","direction":"row","justify":"between","align":"center","children":["header-title","header-controls"]},
+    {"id":"header-title","component":"CardHeader","title":"Admin Overview","subtitle":"Company-wide SaaS dashboard"},
+    {"id":"header-controls","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","children":["period-fc","invite-dialog"]},
+
+    {"id":"period-fc","component":"FormControl","label":"Reporting Period","input":"period-select"},
+    {"id":"period-select","component":"Select","name":"period","value":"last-90","size":"small","items":["period-7d","period-30d","period-90d","period-ytd","period-12m"]},
+    {"id":"period-7d","component":"SelectItem","value":"last-7","label":"Last 7 Days"},
+    {"id":"period-30d","component":"SelectItem","value":"last-30","label":"Last 30 Days"},
+    {"id":"period-90d","component":"SelectItem","value":"last-90","label":"Last 90 Days"},
+    {"id":"period-ytd","component":"SelectItem","value":"ytd","label":"Year to Date"},
+    {"id":"period-12m","component":"SelectItem","value":"last-12m","label":"Last 12 Months"},
+
+    {"id":"invite-dialog","component":"DialogBlock","triggerLabel":"+ Invite Admin","title":"Invite New Admin","description":"Send an invitation email to a new administrator.","triggerVariant":"secondary","content":["invite-form"]},
+    {"id":"invite-form","component":"Form","name":"invite-admin","buttons":"invite-buttons","fields":["invite-email-fc","invite-role-fc"]},
+    {"id":"invite-email-fc","component":"FormControl","label":"Email Address","input":"invite-email","hint":"Must be a verified company domain"},
+    {"id":"invite-email","component":"Input","name":"email","type":"email","placeholder":"admin@company.com"},
+    {"id":"invite-role-fc","component":"FormControl","label":"Role","input":"invite-role"},
+    {"id":"invite-role","component":"Select","name":"role","items":["role-super","role-billing","role-viewer"]},
+    {"id":"role-super","component":"SelectItem","value":"super-admin","label":"Super Admin"},
+    {"id":"role-billing","component":"SelectItem","value":"billing-admin","label":"Billing Admin"},
+    {"id":"role-viewer","component":"SelectItem","value":"viewer","label":"Read-Only Viewer"},
+    {"id":"invite-buttons","component":"Buttons","buttons":["invite-submit","invite-cancel"]},
+    {"id":"invite-submit","component":"Button","label":"Send Invitation","variant":"primary"},
+    {"id":"invite-cancel","component":"Button","label":"Cancel","variant":"tertiary"},
+
+    {"id":"kpi-section","component":"Card","direction":"row","gap":"m","children":["mrr-card","arr-card","churn-card","nps-card"]},
+
+    {"id":"mrr-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["mrr-label","mrr-value"],"weight":1},
+    {"id":"mrr-label","component":"Label","text":"Monthly Recurring Revenue"},
+    {"id":"mrr-value","component":"TextContent","text":"$284,500","size":"large-heavy"},
+
+    {"id":"arr-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["arr-label","arr-value"],"weight":1},
+    {"id":"arr-label","component":"Label","text":"Annual Recurring Revenue"},
+    {"id":"arr-value","component":"TextContent","text":"$3,414,000","size":"large-heavy"},
+
+    {"id":"churn-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["churn-label","churn-value"],"weight":1},
+    {"id":"churn-label","component":"Label","text":"Churn This Month"},
+    {"id":"churn-value","component":"TextContent","text":"3.2%  ↓ 0.4pp","size":"large-heavy"},
+
+    {"id":"nps-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["nps-label","nps-value"],"weight":1},
+    {"id":"nps-label","component":"Label","text":"Current NPS"},
+    {"id":"nps-value","component":"TextContent","text":"62  ↑ 5pts","size":"large-heavy"},
+
+    {"id":"charts-section","component":"Card","direction":"row","gap":"m","children":["signups-card","plan-card","seat-card"]},
+
+    {"id":"signups-card","component":"Card","direction":"column","gap":"s","children":["signups-header","signups-chart"],"weight":2},
+    {"id":"signups-header","component":"CardHeader","title":"New Signups","subtitle":"Past 90 days · 327 total"},
+    {"id":"signups-chart","component":"AreaChart","labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8","Wk 9","Wk 10","Wk 11","Wk 12","Wk 13"],"series":["signups-series"],"xLabel":"Week","yLabel":"Signups"},
+    {"id":"signups-series","component":"Series","category":"New Signups","values":[12,18,15,22,19,25,28,24,31,27,35,33,38]},
+
+    {"id":"plan-card","component":"Card","direction":"column","gap":"s","children":["plan-header","plan-chart"],"weight":1},
+    {"id":"plan-header","component":"CardHeader","title":"Customers by Plan","subtitle":"274 total accounts"},
+    {"id":"plan-chart","component":"PieChart","labels":["Starter (142)","Pro (98)","Enterprise (34)"],"values":[142,98,34],"variant":"donut"},
+
+    {"id":"seat-card","component":"Card","direction":"column","gap":"s","children":["seat-header","seat-chart"],"weight":1},
+    {"id":"seat-header","component":"CardHeader","title":"Seat Utilization","subtitle":"1,842 of 2,210 seats active"},
+    {"id":"seat-chart","component":"HorizontalBarChart","labels":["Engineering","Sales","Support","Marketing","Operations","Finance"],"series":["seat-series"],"xLabel":"%","yLabel":"Dept"},
+    {"id":"seat-series","component":"Series","category":"Utilization","values":[94,87,91,72,68,79]},
+
+    {"id":"tables-section","component":"Card","direction":"column","gap":"m","children":["top-customers-card","at-risk-card","failed-payments-card"]},
+
+    {"id":"top-customers-card","component":"Card","direction":"column","gap":"s","children":["top-customers-header","top-customers-table"]},
+    {"id":"top-customers-header","component":"CardHeader","title":"Top 10 Customers","subtitle":"Ranked by monthly spend"},
+    {"id":"top-customers-table","component":"Table","columns":["tc-rank","tc-name","tc-plan","tc-seats","tc-spend"]},
+    {"id":"tc-rank","component":"Col","label":"#","data":["1","2","3","4","5","6","7","8","9","10"],"type":"number"},
+    {"id":"tc-name","component":"Col","label":"Customer","data":["Acme Corp","TechFlow Inc","DataBridge","CloudNine","Vertex Systems","Pinnacle Labs","StreamLine","NovaTech","CoreLogic","BrightPath"],"type":"string"},
+    {"id":"tc-plan","component":"Col","label":"Plan","data":["Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Enterprise","Pro","Pro","Enterprise","Pro"],"type":"string"},
+    {"id":"tc-seats","component":"Col","label":"Seats","data":[250,180,165,140,120,88,75,95,70,62],"type":"number"},
+    {"id":"tc-spend","component":"Col","label":"Monthly Spend","data":["$48,750","$35,100","$32,175","$27,300","$23,400","$17,160","$11,250","$14,250","$13,650","$9,300"],"type":"string"},
+
+    {"id":"at-risk-card","component":"Card","direction":"column","gap":"s","children":["at-risk-alert","at-risk-table"]},
+    {"id":"at-risk-alert","component":"Alert","variant":"warning","title":"5 Accounts At Risk","description":"These accounts show declining health signals. Review and assign owners."},
+    {"id":"at-risk-table","component":"Table","columns":["ar-name","ar-plan","ar-reason","ar-health"]},
+    {"id":"ar-name","component":"Col","label":"Account","data":["StreamLine","CoreLogic","BrightPath","DataBridge","NovaTech"],"type":"string"},
+    {"id":"ar-plan","component":"Col","label":"Plan","data":["Pro","Enterprise","Pro","Enterprise","Pro"],"type":"string"},
+    {"id":"ar-reason","component":"Col","label":"Risk Reason","data":["Usage dropped 40% in 30 days","Champion left the company","Renewal in 14 days, no response","Support tickets up 3×","Downgraded from Enterprise last month"],"type":"string"},
+    {"id":"ar-health","component":"Col","label":"Health Score","data":["22 / 100","31 / 100","28 / 100","35 / 100","41 / 100"],"type":"string"},
+
+    {"id":"failed-payments-card","component":"Card","direction":"column","gap":"s","children":["failed-payments-alert","failed-payments-table","retry-buttons"]},
+    {"id":"failed-payments-alert","component":"Alert","variant":"destructive","title":"4 Failed Payments — $61,110 at risk","description":"Retry collection or contact the customer to update their payment method."},
+    {"id":"failed-payments-table","component":"Table","columns":["fp-customer","fp-amount","fp-date","fp-reason"]},
+    {"id":"fp-customer","component":"Col","label":"Customer","data":["Vertex Systems","Pinnacle Labs","StreamLine","BrightPath"],"type":"string"},
+    {"id":"fp-amount","component":"Col","label":"Amount","data":["$23,400","$17,160","$11,250","$9,300"],"type":"string"},
+    {"id":"fp-date","component":"Col","label":"Failed On","data":["Jun 28, 2025","Jun 27, 2025","Jun 25, 2025","Jun 24, 2025"],"type":"string"},
+    {"id":"fp-reason","component":"Col","label":"Reason","data":["Card expired","Insufficient funds","Card declined","Bank rejection"],"type":"string"},
+    {"id":"retry-buttons","component":"Buttons","direction":"row","buttons":["retry-1","retry-2","retry-3","retry-4"]},
+    {"id":"retry-1","component":"Button","label":"Retry Vertex","variant":"secondary","size":"small"},
+    {"id":"retry-2","component":"Button","label":"Retry Pinnacle","variant":"secondary","size":"small"},
+    {"id":"retry-3","component":"Button","label":"Retry StreamLine","variant":"secondary","size":"small"},
+    {"id":"retry-4","component":"Button","label":"Retry BrightPath","variant":"secondary","size":"small"},
+
+    {"id":"adoption-section","component":"Card","direction":"column","gap":"s","children":["adoption-header","adoption-chart"]},
+    {"id":"adoption-header","component":"CardHeader","title":"New Feature Adoption","subtitle":"Three newest features · % of active accounts using each"},
+    {"id":"adoption-chart","component":"HorizontalBarChart","labels":["AI Copilot (May '25)","Bulk Export (Apr '25)","Custom Dashboards (Mar '25)"],"series":["adoption-series"],"xLabel":"Adoption %","yLabel":"Feature"},
+    {"id":"adoption-series","component":"Series","category":"Adoption","values":[67,43,28]}
+  ]}}
+]
+</a2ui-json>
+
+**What's covered:**
+
+| # | Requirement | Component |
+|---|---|---|
+| 1 | MRR | KPI card — **$284,500** |
+| 2 | ARR | KPI card — **$3,414,000** |
+| 3 | Churn this month | KPI card — **3.2%** with trend |
+| 4 | New signups (90 days) | Area chart, 13 weekly data points |
+| 5 | Customers by plan | Donut chart (Starter / Pro / Enterprise) |
+| 6 | Top 10 customers | Table with rank, plan, seats, monthly spend |
+| 7 | Accounts at risk | Warning alert + table with reason & health score |
+| 8 | Failed payments + retry | Destructive alert + table + per-customer retry buttons |
+| 9 | Feature adoption | Horizontal bar chart for 3 newest features |
+| 10 | Current NPS | KPI card — **62** with trend |
+| 11 | Reporting period | Select dropdown in header (7d → 12m) |
+| 12 | Seat utilization | Horizontal bar chart by department |
+| 13 | Invite admin | Dialog with email + role form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..e6ffa8450
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r1.txt
@@ -0,0 +1,65 @@
+
+
+Here's a complete City Operations Center console covering all 17 requirements — live KPIs, charts, tables, district filtering, and action dialogs (dispatch crew + public alert) built into the toolbar.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#0E7490",
+        "agentDisplayName": "City Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["topBar", "mobilityRow", "environmentRow", "safetyRow", "servicesRow", "worksRow", "footerNote"] },
+
+        { "id": "topBar", "component": "Card", "direction": "row", "justify": "between", "align": "center", "gap": "m", "wrap": true, "children": ["topBarLeft", "topBarRight"] },
+        { "id": "topBarLeft", "component": "Card", "variant": "clear", "direction": "row", "align": "center", "gap": "m", "children": ["titleHeading", "liveTag"] },
+        { "id": "titleHeading", "component": "Heading", "level": "h2", "text": "City Operations Center" },
+        { "id": "liveTag", "component": "Tag", "variant": "success", "text": "LIVE • All systems nominal" },
+        { "id": "topBarRight", "component": "Card", "variant": "clear", "direction": "row", "align": "center", "gap": "m", "wrap": true, "children": ["districtFocusControl", "dispatchCrewDialog", "publicAlertDialog"] },
+
+        { "id": "districtFocusControl", "component": "FormControl", "label": "Focus on district (req. 13)", "input": "districtSelect", "hint": "Filters every tile below" },
+        { "id": "districtSelect", "component": "Select", "name": "districtFocus", "placeholder": "All districts", "items": ["districtOptAll", "districtOptDowntown", "districtOptNorthside", "districtOptRiverside", "districtOptIndustrial", "districtOptEastgate", "districtOptWesthill"] },
+        { "id": "districtOptAll", "component": "SelectItem", "value": "all", "label": "All districts" },
+        { "id": "districtOptDowntown", "component": "SelectItem", "value": "downtown", "label": "Downtown" },
+        { "id": "districtOptNorthside", "component": "SelectItem", "value": "northside", "label": "Northside" },
+        { "id": "districtOptRiverside", "component": "SelectItem", "value": "riverside", "label": "Riverside" },
+        { "id": "districtOptIndustrial", "component": "SelectItem", "value": "industrial", "label": "Industrial Park" },
+        { "id": "districtOptEastgate", "component": "SelectItem", "value": "eastgate", "label": "Eastgate" },
+        { "id": "districtOptWesthill", "component": "SelectItem", "value": "westhill", "label": "Westhill" },
+
+        { "id": "dispatchCrewDialog", "component": "DialogBlock", "triggerLabel": "Dispatch a crew (req. 14)", "title": "Dispatch a field crew", "description": "Assign a qualified crew to an incident, roadwork, or maintenance job.", "content": ["dispatchCrewForm"] },
+        { "id": "dispatchCrewForm", "component": "Form", "name": "dispatchCrew", "fields": ["crewTypeControl", "crewLocationControl", "crewPriorityControl", "crewNotesControl"], "buttons": "dispatchCrewButtons" },
+        { "id": "crewTypeControl", "component": "FormControl", "label": "Crew team", "input": "crewTypeSelect", "hint": "Nearest qualified unit is auto-suggested" },
+        { "id": "crewTypeSelect", "component": "Select", "name": "crewType", "placeholder": "Select team", "items": ["crewOptWater", "crewOptElectric", "crewOptRoads", "crewOptTrees", "crewOptSanitation"] },
+        { "id": "crewOptWater", "component": "SelectItem", "value": "water", "label": "Water & Drainage" },
+        { "id": "crewOptElectric", "component": "SelectItem", "value": "electric", "label": "Electrical & Streetlights" },
+        { "id": "crewOptRoads", "component": "SelectItem", "value": "roads", "label": "Roads & Signals" },
+        { "id": "crewOptTrees", "component": "SelectItem", "value": "trees", "label": "Trees & Parks" },
+        { "id": "crewOptSanitation", "component": "SelectItem", "value": "sanitation", "label": "Sanitation" },
+        { "id": "crewLocationControl", "component": "FormControl", "label": "Location", "input": "crewLocationInput", "hint": "Address or intersection" },
+        { "id": "crewLocationInput", "component": "Input", "name": "crewLocation", "placeholder": "e.g. 120 River Rd" },
+        { "id": "crewPriorityControl", "component": "FormControl", "label": "Priority", "input": "crewPrioritySelect" },
+        { "id": "crewPrioritySelect", "component": "Select", "name": "crewPriority", "placeholder": "Select priority", "items": ["prioOptCritical", "prioOptHigh", "prioOptMedium", "prioOptLow"] },
+        { "id": "prioOptCritical", "component": "SelectItem", "value": "critical", "label": "Critical — respond now" },
+        { "id": "prioOptHigh", "component": "SelectItem", "value": "high", "label": "High — within 1 hour" },
+        { "id": "prioOptMedium", "component": "SelectItem", "value": "medium", "label": "Medium — today" },
+        { "id": "prioOptLow", "component": "SelectItem", "value": "low", "label": "Low — scheduled" },
+        { "id": "crewNotesControl", "component": "FormControl", "label": "Instructions", "input": "crewNotesArea" },
+        { "id": "crewNotesArea", "component": "TextArea", "name": "crewNotes", "placeholder": "Access notes, hazards, permits…", "rows": 3 },
+        { "id": "dispatchCrewButtons", "component": "Buttons", "buttons": ["dispatchConfirmBtn", "dispatchCancelBtn"] },
+        { "id": "dispatchConfirmBtn", "component": "Button", "label": "Dispatch crew", "variant": "primary" },
+        { "id": "dispatchCancelBtn", "component": "Button", "label": "Cancel", "variant": "secondary" },
+
+        { "id": "publicAlertDialog", "component": "DialogBlock", "triggerLabel": "Send public alert (req. 15)", "title": "Send a public alert", "description": "Broadcast a message to citizens in the affected area.", "content": ["publicAlertForm"] },
+        { "id": "publicAlertForm", "component": "Form", "name": "publicAlert", "fields": ["
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..2a44564a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r2.txt
@@ -0,0 +1,728 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E3A5F",
+        "agentDisplayName": "City Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "district-weather-row", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header-section",
+          "component": "CardHeader",
+          "title": "🏙️ City Operations Center",
+          "subtitle": "Real-time monitoring & command dashboard"
+        },
+        {
+          "id": "district-weather-row",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["district-select-ctrl", "weather-card"]
+        },
+        {
+          "id": "district-select-ctrl",
+          "component": "FormControl",
+          "label": "🎯 Focus District",
+          "input": "district-select"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "district",
+          "placeholder": "All Districts",
+          "items": ["dist-all", "dist-north", "dist-south", "dist-east", "dist-west", "dist-central", "dist-harbor"]
+        },
+        { "id": "dist-all", "component": "SelectItem", "value": "all", "label": "All Districts" },
+        { "id": "dist-north", "component": "SelectItem", "value": "north", "label": "North District" },
+        { "id": "dist-south", "component": "SelectItem", "value": "south", "label": "South District" },
+        { "id": "dist-east", "component": "SelectItem", "value": "east", "label": "East District" },
+        { "id": "dist-west", "component": "SelectItem", "value": "west", "label": "West District" },
+        { "id": "dist-central", "component": "SelectItem", "value": "central", "label": "Central / Downtown" },
+        { "id": "dist-harbor", "component": "SelectItem", "value": "harbor", "label": "Harbor District" },
+        {
+          "id": "weather-card",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "align": "center",
+          "children": ["weather-text"]
+        },
+        {
+          "id": "weather-text",
+          "component": "TextContent",
+          "text": "☀️ **Current Weather:** 24°C, Partly Cloudy | Wind: 12 km/h NW | Humidity: 58% | UV Index: 6 (High)",
+          "size": "small"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-live", "tab-incidents", "tab-operations", "tab-events", "tab-actions"]
+        },
+        {
+          "id": "tab-live",
+          "component": "TabItem",
+          "value": "live",
+          "trigger": "📊 Live Metrics",
+          "content": ["live-grid"]
+        },
+        {
+          "id": "live-grid",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["congestion-transit-row", "air-quality-section", "energy-water-row"]
+        },
+        {
+          "id": "congestion-transit-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["congestion-card", "transit-card"]
+        },
+        {
+          "id": "congestion-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["congestion-title", "congestion-progress", "congestion-detail"]
+        },
+        {
+          "id": "congestion-title",
+          "component": "Heading",
+          "text": "🚗 Traffic Congestion",
+          "level": "h3"
+        },
+        {
+          "id": "congestion-progress",
+          "component": "Progress",
+          "value": 72,
+          "label": "City-wide congestion: 72% (Heavy)"
+        },
+        {
+          "id": "congestion-detail",
+          "component": "Table",
+          "columns": ["cong-col-corridor", "cong-col-level", "cong-col-speed"]
+        },
+        { "id": "cong-col-corridor", "component": "Col", "label": "Corridor", "data": ["I-95 North", "Main St Bridge", "Harbor Tunnel", "Ring Road East", "Downtown Loop"] },
+        { "id": "cong-col-level", "component": "Col", "label": "Congestion", "data": ["Severe", "Heavy", "Moderate", "Light", "Heavy"] },
+        { "id": "cong-col-speed", "component": "Col", "label": "Avg Speed", "data": ["12 km/h", "18 km/h", "35 km/h", "55 km/h", "15 km/h"] },
+        {
+          "id": "transit-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["transit-title", "transit-progress", "transit-table"]
+        },
+        {
+          "id": "transit-title",
+          "component": "Heading",
+          "text": "🚌 Transit Punctuality",
+          "level": "h3"
+        },
+        {
+          "id": "transit-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "On-time performance: 84%"
+        },
+        {
+          "id": "transit-table",
+          "component": "Table",
+          "columns": ["transit-col-line", "transit-col-ontime", "transit-col-delay"]
+        },
+        { "id": "transit-col-line", "component": "Col", "label": "Line", "data": ["Metro A", "Metro B", "Bus 42", "Bus 17", "Tram T1", "Ferry F2"] },
+        { "id": "transit-col-ontime", "component": "Col", "label": "On-Time %", "data": ["91%", "87%", "78%", "82%", "95%", "88%"] },
+        { "id": "transit-col-delay", "component": "Col", "label": "Avg Delay", "data": ["1.2 min", "2.1 min", "4.5 min", "3.8 min", "0.8 min", "2.0 min"] },
+        {
+          "id": "air-quality-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["aqi-title", "aqi-table"]
+        },
+        {
+          "id": "aqi-title",
+          "component": "Heading",
+          "text": "🌬️ Air Quality by District (AQI)",
+          "level": "h3"
+        },
+        {
+          "id": "aqi-table",
+          "component": "Table",
+          "columns": ["aqi-col-district", "aqi-col-pm25", "aqi-col-no2", "aqi-col-o3", "aqi-col-status"]
+        },
+        { "id": "aqi-col-district", "component": "Col", "label": "District", "data": ["North", "South", "East", "West", "Central", "Harbor"] },
+        { "id": "aqi-col-pm25", "component": "Col", "label": "PM2.5", "data": ["18 µg/m³", "24 µg/m³", "31 µg/m³", "15 µg/m³", "42 µg/m³", "22 µg/m³"] },
+        { "id": "aqi-col-no2", "component": "Col", "label": "NO₂", "data": ["22 ppb", "35 ppb", "28 ppb", "19 ppb", "48 ppb", "30 ppb"] },
+        { "id": "aqi-col-o3", "component": "Col", "label": "O₃", "data": ["45 ppb", "52 ppb", "61 ppb", "38 ppb", "55 ppb", "42 ppb"] },
+        { "id": "aqi-col-status", "component": "Col", "label": "Status", "data": ["Good", "Moderate", "Moderate", "Good", "Unhealthy (Sensitive)", "Moderate"] },
+        {
+          "id": "energy-water-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["energy-card", "water-card"]
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["energy-title", "energy-chart"]
+        },
+        {
+          "id": "energy-title",
+          "component": "Heading",
+          "text": "⚡ Energy Use — Past 7 Days (MWh)",
+          "level": "h3"
+        },
+        {
+          "id": "energy-chart",
+          "component": "AreaChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["energy-series-res", "energy-series-com"],
+          "xLabel": "Day",
+          "yLabel": "MWh"
+        },
+        { "id": "energy-series-res", "component": "Series", "category": "Residential", "values": [420, 435, 410, 448, 462, 390, 375] },
+        { "id": "energy-series-com", "component": "Series", "category": "Commercial", "values": [680, 710, 695, 720, 735, 520, 480] },
+        {
+          "id": "water-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["water-title", "water-progress", "water-detail"]
+        },
+        {
+          "id": "water-title",
+          "component": "Heading",
+          "text": "💧 Water Use Today",
+          "level": "h3"
+        },
+        {
+          "id": "water-progress",
+          "component": "Progress",
+          "value": 63,
+          "label": "63% of daily capacity used (142 ML / 225 ML)"
+        },
+        {
+          "id": "water-detail",
+          "component": "Table",
+          "columns": ["water-col-zone", "water-col-use", "water-col-status"]
+        },
+        { "id": "water-col-zone", "component": "Col", "label": "Zone", "data": ["North", "South", "East", "West", "Central"] },
+        { "id": "water-col-use", "component": "Col", "label": "Usage (ML)", "data": ["28.4", "31.2", "22.7", "26.1", "33.6"] },
+        { "id": "water-col-status", "component": "Col", "label": "Status", "data": ["Normal", "Normal", "Low", "Normal", "High"] },
+        {
+          "id": "tab-incidents",
+          "component": "TabItem",
+          "value": "incidents",
+          "trigger": "🚨 Incidents & Response",
+          "content": ["incidents-grid"]
+        },
+        {
+          "id": "incidents-grid",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["open-incidents-section", "emergency-section", "citizen-reports-section"]
+        },
+        {
+          "id": "open-incidents-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["incidents-title", "incidents-table"]
+        },
+        {
+          "id": "incidents-title",
+          "component": "Heading",
+          "text": "🔴 Open Incidents",
+          "level": "h3"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-col-id", "inc-col-type", "inc-col-location", "inc-col-severity", "inc-col-time", "inc-col-status"]
+        },
+        { "id": "inc-col-id", "component": "Col", "label": "ID", "data": ["INC-4421", "INC-4418", "INC-4415", "INC-4412", "INC-4409", "INC-4405"] },
+        { "id": "inc-col-type", "component": "Col", "label": "Type", "data": ["Gas Leak", "Multi-vehicle Accident", "Water Main Break", "Power Outage", "Structural Fire", "Flooding"] },
+        { "id": "inc-col-location", "component": "Col", "label": "Location", "data": ["Elm St & 5th Ave, North", "I-95 Southbound MM 42", "Harbor Blvd & Dock Rd", "West Industrial Park", "220 Oak Lane, Central", "Riverside Dr, South"] },
+        { "id": "inc-col-severity", "component": "Col", "label": "Severity", "data": ["Critical", "High", "High", "Medium", "Critical", "Medium"] },
+        { "id": "inc-col-time", "component": "Col", "label": "Reported", "data": ["08:12", "07:45", "06:30", "05:58", "04:22", "03:15"] },
+        { "id": "inc-col-status", "component": "Col", "label": "Status", "data": ["Responding", "Responding", "Crew En Route", "Monitoring", "Containment", "Monitoring"] },
+        {
+          "id": "emergency-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["emergency-title", "emergency-table"]
+        },
+        {
+          "id": "emergency-title",
+          "component": "Heading",
+          "text": "🚑 Emergency Vehicle Deployment",
+          "level": "h3"
+        },
+        {
+          "id": "emergency-table",
+          "component": "Table",
+          "columns": ["em-col-unit", "em-col-type", "em-col-location", "em-col-status", "em-col-assigned"]
+        },
+        { "id": "em-col-unit", "component": "Col", "label": "Unit", "data": ["Engine 7", "Ladder 3", "Ambulance 12", "Ambulance 15", "Rescue 1", "Patrol 22", "Patrol 31", "HazMat 2"] },
+        { "id": "em-col-type", "component": "Col", "label": "Type", "data": ["Fire Engine", "Ladder Truck", "Ambulance", "Ambulance", "Heavy Rescue", "Police Patrol", "Police Patrol", "HazMat Team"] },
+        { "id": "em-col-location", "component": "Col", "label": "Current Location", "data": ["220 Oak Lane, Central", "220 Oak Lane, Central", "I-95 SB MM 42", "Elm St & 5th Ave, North", "Harbor Blvd & Dock Rd", "Downtown Loop", "Ring Road East", "West Industrial Park"] },
+        { "id": "em-col-status", "component": "Col", "label": "Status", "data": ["On Scene", "On Scene", "On Scene", "On Scene", "En Route", "Patrolling", "Patrolling", "On Scene"] },
+        { "id": "em-col-assigned", "component": "Col", "label": "Assigned To", "data": ["INC-4409", "INC-4409", "INC-4418", "INC-4421", "INC-4415", "—", "—", "INC-4412"] },
+        {
+          "id": "citizen-reports-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["citizen-title", "citizen-list"]
+        },
+        {
+          "id": "citizen-title",
+          "component": "Heading",
+          "text": "📱 Citizen Reports (Live Feed)",
+          "level": "h3"
+        },
+        {
+          "id": "citizen-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["cit-1", "cit-2", "cit-3", "cit-4", "cit-5"]
+        },
+        { "id": "cit-1", "component": "ListItem", "title": "Pothole on Maple Ave near bus stop", "subtitle": "District: North | 2 min ago | Status: New" },
+        { "id": "cit-2", "component": "ListItem", "title": "Streetlight flickering on Harbor Blvd", "subtitle": "District: Harbor | 8 min ago | Status: New" },
+        { "id": "cit-3", "component": "ListItem", "title": "Loud construction noise after hours", "subtitle": "District: Central | 15 min ago | Status: Acknowledged" },
+        { "id": "cit-4", "component": "ListItem", "title": "Overflowing trash bin at Central Park", "subtitle": "District: Central | 22 min ago | Status: Dispatched" },
+        { "id": "cit-5", "component": "ListItem", "title": "Suspicious package at transit station", "subtitle": "District: East | 31 min ago | Status: Escalated" },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "🔧 Operations",
+          "content": ["ops-grid"]
+        },
+        {
+          "id": "ops-grid",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["parking-backlog-row", "roadworks-maintenance-row"]
+        },
+        {
+          "id": "parking-backlog-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["parking-card", "backlog-card"]
+        },
+        {
+          "id": "parking-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["parking-title", "parking-table"]
+        },
+        {
+          "id": "parking-title",
+          "component": "Heading",
+          "text": "🅿️ Downtown Parking Availability",
+          "level": "h3"
+        },
+        {
+          "id": "parking-table",
+          "component": "Table",
+          "columns": ["park-col-garage", "park-col-total", "park-col-avail", "park-col-pct"]
+        },
+        { "id": "park-col-garage", "component": "Col", "label": "Garage / Lot", "data": ["City Hall Garage", "Market Square", "Riverside Lot", "Transit Center", "5th Ave Structure"] },
+        { "id": "park-col-total", "component": "Col", "label": "Total Spots", "data": ["850", "620", "400", "1200", "950"] },
+        { "id": "park-col-avail", "component": "Col", "label": "Available", "data": ["124", "45", "210", "380", "67"] },
+        { "id": "park-col-pct", "component": "Col", "label": "% Available", "data": ["15%", "7%", "53%", "32%", "7%"] },
+        {
+          "id": "backlog-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["backlog-title", "backlog-progress", "backlog-table"]
+        },
+        {
+          "id": "backlog-title",
+          "component": "Heading",
+          "text": "📋 Service Request Backlog",
+          "level": "h3"
+        },
+        {
+          "id": "backlog-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "342 open requests (78% within SLA)"
+        },
+        {
+          "id": "backlog-table",
+          "component": "Table",
+          "columns": ["bl-col-category", "bl-col-open", "bl-col-overdue", "bl-col-avg-days"]
+        },
+        { "id": "bl-col-category", "component": "Col", "label": "Category", "data": ["Roads & Potholes", "Parks & Recreation", "Sanitation", "Street Lighting", "Graffiti Removal", "Drainage"] },
+        { "id": "bl-col-open", "component": "Col", "label": "Open", "data": ["89", "42", "67", "55", "38", "51"] },
+        { "id": "bl-col-overdue", "component": "Col", "label": "Overdue", "data": ["12", "3", "8", "5", "2", "7"] },
+        { "id": "bl-col-avg-days", "component": "Col", "label": "Avg Age (days)", "data": ["4.2", "3.1", "2.8", "5.5", "6.1", "3.9"] },
+        {
+          "id": "roadworks-maintenance-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["roadworks-card", "maintenance-card"]
+        },
+        {
+          "id": "roadworks-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["roadworks-title", "roadworks-table"]
+        },
+        {
+          "id": "roadworks-title",
+          "component": "Heading",
+          "text": "🚧 Roadworks Planned This Month",
+          "level": "h3"
+        },
+        {
+          "id": "roadworks-table",
+          "component": "Table",
+          "columns": ["rw-col-project", "rw-col-location", "rw-col-dates", "rw-col-impact"]
+        },
+        { "id": "rw-col-project", "component": "Col", "label": "Project", "data": ["Resurfacing", "Utility Upgrade", "Bridge Inspection", "Lane Widening", "Sidewalk Repair"] },
+        { "id": "rw-col-location", "component": "Col", "label": "Location", "data": ["Main St (5th–12th Ave)", "Harbor Blvd underground", "Riverside Bridge", "Ring Road East, Exit 7", "Oak Lane, Central"] },
+        { "id": "rw-col-dates", "component": "Col", "label": "Dates", "data": ["Jun 10–18", "Jun 12–25", "Jun 14–15", "Jun 20–Jul 2", "Jun 11–13"] },
+        { "id": "rw-col-impact", "component": "Col", "label": "Traffic Impact", "data": ["Lane closure", "No surface impact", "Single lane", "Shoulder closure", "Sidewalk detour"] },
+        {
+          "id": "maintenance-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["maint-title", "maint-table"]
+        },
+        {
+          "id": "maint-title",
+          "component": "Heading",
+          "text": "🔩 Infrastructure Maintenance Due",
+          "level": "h3"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["mt-col-asset", "mt-col-type", "mt-col-due", "mt-col-priority", "mt-col-status"]
+        },
+        { "id": "mt-col-asset", "component": "Col", "label": "Asset", "data": ["Pump Station #4", "Traffic Signal Grid B", "Water Tower East", "HVAC City Hall", "Elevator Transit Ctr"] },
+        { "id": "mt-col-type", "component": "Col", "label": "Maintenance Type", "data": ["Preventive", "Inspection", "Preventive", "Corrective", "Preventive"] },
+        { "id": "mt-col-due", "component": "Col", "label": "Due Date", "data": ["Jun 10", "Jun 11", "Jun 14", "Jun 9 (Overdue)", "Jun 16"] },
+        { "id": "mt-col-priority", "component": "Col", "label": "Priority", "data": ["High", "Medium", "Medium", "Critical", "Low"] },
+        { "id": "mt-col-status", "component": "Col", "label": "Status", "data": ["Scheduled", "Scheduled", "Scheduled", "Overdue", "Scheduled"] },
+        {
+          "id": "tab-events",
+          "component": "TabItem",
+          "value": "events",
+          "trigger": "📅 Events This Weekend",
+          "content": ["events-content"]
+        },
+        {
+          "id": "events-content",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["events-title", "events-list"]
+        },
+        {
+          "id": "events-title",
+          "component": "Heading",
+          "text": "🎪 Public Events — This Weekend",
+          "level": "h2"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["evt-1", "evt-2", "evt-3", "evt-4", "evt-5", "evt-6"]
+        },
+        { "id": "evt-1", "component": "ListItem", "title": "Summer Music Festival", "subtitle": "Sat–Sun | Central Park | Expected: 25,000 | Road closures: Oak Lane, 3rd Ave" },
+        { "id": "evt-2", "component": "ListItem", "title": "Harbor Food Market", "subtitle": "Sat | Harbor District Waterfront | Expected: 8,000 | Parking impact: Riverside Lot" },
+        { "id": "evt-3", "component": "ListItem", "title": "Charity 10K Run", "subtitle": "Sun 07:00 | Start: City Hall → Ring Road | Expected: 3,500 | Rolling road closures" },
+        { "id": "evt-4", "component": "ListItem", "title": "Farmers Market", "subtitle": "Sat–Sun | Market Square | Expected: 5,000 | Transit reroute: Bus 42" },
+        { "id": "evt-5", "component": "ListItem", "title": "Outdoor Cinema Night", "subtitle": "Sat 20:00 | Riverside Park | Expected: 2,000 | Minimal traffic impact" },
+        { "id": "evt-6", "component": "ListItem", "title": "Youth Soccer Tournament", "subtitle": "Sun | East Sports Complex | Expected: 1,200 | Parking: East Lot A & B" },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "⚡ Actions",
+          "content": ["actions-grid"]
+        },
+        {
+          "id": "actions-grid",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["dispatch-card", "alert-card"]
+        },
+        {
+          "id": "dispatch-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["dispatch-title", "dispatch-form"]
+        },
+        {
+          "id": "dispatch-title",
+          "component": "Heading",
+          "text": "🚐 Dispatch a Crew",
+          "level": "h3"
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatch-crew",
+          "fields": ["disp-crew-type", "disp-location", "disp-priority", "disp-notes"],
+          "buttons": "dispatch-btn"
+        },
+        {
+          "id": "disp-crew-type",
+          "component": "FormControl",
+          "label": "Crew Type",
+          "input": "disp-crew-select"
+        },
+        {
+          "id": "disp-crew-select",
+          "component": "Select",
+          "name": "crew_type",
+          "placeholder": "Select crew type",
+          "items": ["crew-road", "crew-electric", "crew-water", "crew-parks", "crew-sanitation", "crew-hazmat"]
+        },
+        { "id": "crew-road", "component": "SelectItem", "value": "road", "label": "Road Maintenance" },
+        { "id": "crew-electric", "component": "SelectItem", "value": "electric", "label": "Electrical" },
+        { "id": "crew-water", "component": "SelectItem", "value": "water", "label": "Water / Sewer" },
+        { "id": "crew-parks", "component": "SelectItem", "value": "parks", "label": "Parks & Grounds" },
+        { "id": "crew-sanitation", "component": "SelectItem", "value": "sanitation", "label": "Sanitation" },
+        { "id": "crew-hazmat", "component": "SelectItem", "value": "hazmat", "label": "HazMat Response" },
+        {
+          "id": "disp-location",
+          "component": "FormControl",
+          "label": "Dispatch Location",
+          "input": "disp-location-input"
+        },
+        {
+          "id": "disp-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., Elm St & 5th Ave, North District",
+          "type": "text"
+        },
+        {
+          "id": "disp-priority",
+          "component": "FormControl",
+          "label": "Priority",
+          "input": "disp-priority-radio"
+        },
+        {
+          "id": "disp-priority-radio",
+          "component": "RadioGroup",
+          "name": "priority",
+          "items": ["prio-critical", "prio-high", "prio-medium", "prio-low"]
+        },
+        { "id": "prio-critical", "component": "RadioItem", "label": "Critical", "description": "Immediate response required", "value": "critical" },
+        { "id": "prio-high", "component": "RadioItem", "label": "High", "description": "Within 1 hour", "value": "high" },
+        { "id": "prio-medium", "component": "RadioItem", "label": "Medium", "description": "Within 4 hours", "value": "medium" },
+        { "id": "prio-low", "component": "RadioItem", "label": "Low", "description": "Next available shift", "value": "low" },
+        {
+          "id": "disp-notes",
+          "component": "FormControl",
+          "label": "Notes / Instructions",
+          "input": "disp-notes-input"
+        },
+        {
+          "id": "disp-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Additional instructions for the crew...",
+          "rows": 3
+        },
+        {
+          "id": "dispatch-btn",
+          "component": "Buttons",
+          "buttons": ["dispatch-submit"]
+        },
+        {
+          "id": "dispatch-submit",
+          "component": "Button",
+          "label": "🚐 Dispatch Crew",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "alert-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alert-title", "alert-form"]
+        },
+        {
+          "id": "alert-title",
+          "component": "Heading",
+          "text": "📢 Send Public Alert",
+          "level": "h3"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "public-alert",
+          "fields": ["alert-type-ctrl", "alert-district-ctrl", "alert-msg-ctrl", "alert-channels-ctrl"],
+          "buttons": "alert-btn"
+        },
+        {
+          "id": "alert-type-ctrl",
+          "component": "FormControl",
+          "label": "Alert Type",
+          "input": "alert-type-select"
+        },
+        {
+          "id": "alert-type-select",
+          "component": "Select",
+          "name": "alert_type",
+          "placeholder": "Select alert type",
+          "items": ["at-emergency", "at-weather", "at-traffic", "at-utility", "at-safety", "at-info"]
+        },
+        { "id": "at-emergency", "component": "SelectItem", "value": "emergency", "label": "🚨 Emergency" },
+        { "id": "at-weather", "component": "SelectItem", "value": "weather", "label": "⛈️ Weather Warning" },
+        { "id": "at-traffic", "component": "SelectItem", "value": "traffic", "label": "🚗 Traffic Advisory" },
+        { "id": "at-utility", "component": "SelectItem", "value": "utility", "label": "🔌 Utility Disruption" },
+        { "id": "at-safety", "component": "SelectItem", "value": "safety", "label": "🛡️ Public Safety" },
+        { "id": "at-info", "component": "SelectItem", "value": "info", "label": "ℹ️ General Information" },
+        {
+          "id": "alert-district-ctrl",
+          "component": "FormControl",
+          "label": "Target District(s)",
+          "input": "alert-district-select"
+        },
+        {
+          "id": "alert-district-select",
+          "component": "Select",
+          "name": "alert_district",
+          "placeholder": "Select target area",
+          "items": ["ad-all", "ad-north", "ad-south", "ad-east", "ad-west", "ad-central", "ad-harbor"]
+        },
+        { "id": "ad-all", "component": "SelectItem", "value": "all", "label": "City-wide" },
+        { "id": "ad-north", "component": "SelectItem", "value": "north", "label": "North District" },
+        { "id": "ad-south", "component": "SelectItem", "value": "south", "label": "South District" },
+        { "id": "ad-east", "component": "SelectItem", "value": "east", "label": "East District" },
+        { "id": "ad-west", "component": "SelectItem", "value": "west", "label": "West District" },
+        { "id": "ad-central", "component": "SelectItem", "value": "central", "label": "Central / Downtown" },
+        { "id": "ad-harbor", "component": "SelectItem", "value": "harbor", "label": "Harbor District" },
+        {
+          "id": "alert-msg-ctrl",
+          "component": "FormControl",
+          "label": "Alert Message",
+          "input": "alert-msg-input",
+          "hint": "Keep concise. Max 200 characters recommended for SMS."
+        },
+        {
+          "id": "alert-msg-input",
+          "component": "TextArea",
+          "name": "alert_message",
+          "placeholder": "Type the public alert message here...",
+          "rows": 4
+        },
+        {
+          "id": "alert-channels-ctrl",
+          "component": "FormControl",
+          "label": "Distribution Channels",
+          "input": "alert-channels"
+        },
+        {
+          "id": "alert-channels",
+          "component": "CheckBoxGroup",
+          "name": "channels",
+          "items": ["ch-sms", "ch-app", "ch-social", "ch-siren", "ch-radio"]
+        },
+        { "id": "ch-sms", "component": "CheckBoxItem", "label": "SMS / Text", "description": "Send to registered mobile numbers", "name": "sms", "defaultChecked": true },
+        { "id": "ch-app", "component": "CheckBoxItem", "label": "City App Push", "description": "Push notification via city app", "name": "app", "defaultChecked": true },
+        { "id": "ch-social", "component": "CheckBoxItem", "label": "Social Media", "description": "Auto-post to official channels", "name": "social", "defaultChecked": false },
+        { "id": "ch-siren", "component": "CheckBoxItem", "label": "Siren / PA System", "description": "Activate outdoor warning sirens", "name": "siren", "defaultChecked": false },
+        { "id": "ch-radio", "component": "CheckBoxItem", "label": "Radio Broadcast", "description": "Emergency broadcast on local radio", "name": "radio", "defaultChecked": false },
+        {
+          "id": "alert-btn",
+          "component": "Buttons",
+          "buttons": ["alert-submit"]
+        },
+        {
+          "id": "alert-submit",
+          "component": "Button",
+          "label": "📢 Send Public Alert",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 17 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Congestion right now | 📊 Live Metrics → Progress bar + corridor table |
+| 2 | Transit punctuality | 📊 Live Metrics → On-time % + line-by-line table |
+| 3 | Air quality by district | 📊 Live Metrics → AQI table with PM2.5, NO₂, O₃ |
+| 4 | Energy use (7 days) | 📊 Live Metrics → Area chart (residential + commercial) |
+| 5 | Water use today | 📊 Live Metrics → Progress + zone breakdown |
+| 6 | Open incidents | 🚨 Incidents → Table with location & severity |
+| 7 | Emergency vehicles | 🚨 Incidents → Deployment table with unit, location, status |
+| 8 | Parking downtown | 🔧 Operations → Garage availability table |
+| 9 | Public events weekend | 📅 Events tab → Numbered list with details |
+| 10 | Citizen reports | 🚨 Incidents → Live feed list |
+| 11 | Service request backlog | 🔧 Operations → Progress + category breakdown |
+| 12 | Current weather | Top bar (always visible) |
+| 13 | District focus | Top bar → Select dropdown (always visible) |
+| 14 | Dispatch a crew | ⚡ Actions → Full form with crew type, location, priority |
+| 15 | Send public alert | ⚡ Actions → Form with type, district, message, channels |
+| 16 | Roadworks this month | 🔧 Operations → Planned roadworks table |
+| 17 | Infrastructure maintenance | 🔧 Operations → Maintenance due table with priority |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..7ecb1a6d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r3.txt
@@ -0,0 +1,1033 @@
+Here's a comprehensive City Operations Center dashboard covering all 17 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B4F72",
+        "agentDisplayName": "City Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["header-title", "header-controls"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "🏙️ City Operations Center",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["district-select-form", "weather-card"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between"
+        },
+        {
+          "id": "district-select-form",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["district-label", "district-select"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "district-label",
+          "component": "Label",
+          "text": "Focus District:"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "district",
+          "placeholder": "All Districts",
+          "items": ["dist-1", "dist-2", "dist-3", "dist-4", "dist-5", "dist-6"]
+        },
+        {
+          "id": "dist-1",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown Core"
+        },
+        {
+          "id": "dist-2",
+          "component": "SelectItem",
+          "value": "northside",
+          "label": "Northside"
+        },
+        {
+          "id": "dist-3",
+          "component": "SelectItem",
+          "value": "eastbank",
+          "label": "East Bank"
+        },
+        {
+          "id": "dist-4",
+          "component": "SelectItem",
+          "value": "westhills",
+          "label": "West Hills"
+        },
+        {
+          "id": "dist-5",
+          "component": "SelectItem",
+          "value": "southport",
+          "label": "South Port"
+        },
+        {
+          "id": "dist-6",
+          "component": "SelectItem",
+          "value": "midtown",
+          "label": "Midtown"
+        },
+        {
+          "id": "weather-card",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["weather-text"],
+          "direction": "row",
+          "gap": "s",
+          "align": "center"
+        },
+        {
+          "id": "weather-text",
+          "component": "TextContent",
+          "text": "🌤️ **Current Weather:** 22°C, Partly Cloudy | Wind: 14 km/h NW | Humidity: 58% | UV Index: 5 (Moderate)",
+          "size": "small"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-traffic", "tab-environment", "tab-incidents", "tab-parking-events", "tab-citizen", "tab-infrastructure", "tab-actions"]
+        },
+        {
+          "id": "tab-traffic",
+          "component": "TabItem",
+          "value": "traffic",
+          "trigger": "🚗 Traffic & Transit",
+          "content": ["congestion-section", "transit-section"]
+        },
+        {
+          "id": "congestion-section",
+          "component": "Card",
+          "children": ["congestion-header", "congestion-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "congestion-header",
+          "component": "CardHeader",
+          "title": "Traffic Congestion — Right Now",
+          "subtitle": "Live data from 847 road sensors"
+        },
+        {
+          "id": "congestion-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Highway 1", "Main St", "Bridge Rd", "5th Avenue", "Harbor Blvd", "University Dr"],
+          "series": ["congestion-series"],
+          "xLabel": "Congestion Level (%)",
+          "yLabel": "Road"
+        },
+        {
+          "id": "congestion-series",
+          "component": "Series",
+          "category": "Congestion %",
+          "values": [87, 72, 65, 58, 43, 31]
+        },
+        {
+          "id": "transit-section",
+          "component": "Card",
+          "children": ["transit-header", "transit-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "transit-header",
+          "component": "CardHeader",
+          "title": "Transit Punctuality",
+          "subtitle": "On-time performance by line (last hour)"
+        },
+        {
+          "id": "transit-table",
+          "component": "Table",
+          "columns": ["transit-col-line", "transit-col-ontime", "transit-col-delay", "transit-col-status"]
+        },
+        {
+          "id": "transit-col-line",
+          "component": "Col",
+          "label": "Line",
+          "data": ["Metro A", "Metro B", "Bus 12", "Bus 45", "Tram 3", "Ferry 1"],
+          "type": "string"
+        },
+        {
+          "id": "transit-col-ontime",
+          "component": "Col",
+          "label": "On-Time %",
+          "data": [94, 88, 76, 82, 91, 97],
+          "type": "number"
+        },
+        {
+          "id": "transit-col-delay",
+          "component": "Col",
+          "label": "Avg Delay (min)",
+          "data": [1.2, 2.8, 5.4, 3.1, 1.8, 0.5],
+          "type": "number"
+        },
+        {
+          "id": "transit-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Normal", "✅ Normal", "⚠️ Delayed", "⚠️ Delayed", "✅ Normal", "✅ Normal"],
+          "type": "string"
+        },
+        {
+          "id": "tab-environment",
+          "component": "TabItem",
+          "value": "environment",
+          "trigger": "🌿 Environment",
+          "content": ["air-quality-section", "energy-section", "water-section"]
+        },
+        {
+          "id": "air-quality-section",
+          "component": "Card",
+          "children": ["aqi-header", "aqi-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "aqi-header",
+          "component": "CardHeader",
+          "title": "Air Quality by District",
+          "subtitle": "AQI readings updated every 15 minutes"
+        },
+        {
+          "id": "aqi-table",
+          "component": "Table",
+          "columns": ["aqi-col-district", "aqi-col-aqi", "aqi-col-pm25", "aqi-col-status"]
+        },
+        {
+          "id": "aqi-col-district",
+          "component": "Col",
+          "label": "District",
+          "data": ["Downtown Core", "Northside", "East Bank", "West Hills", "South Port", "Midtown"],
+          "type": "string"
+        },
+        {
+          "id": "aqi-col-aqi",
+          "component": "Col",
+          "label": "AQI",
+          "data": [78, 52, 61, 34, 89, 55],
+          "type": "number"
+        },
+        {
+          "id": "aqi-col-pm25",
+          "component": "Col",
+          "label": "PM2.5 (µg/m³)",
+          "data": [28.4, 15.2, 19.8, 8.1, 35.6, 16.3],
+          "type": "number"
+        },
+        {
+          "id": "aqi-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟡 Moderate", "🟢 Good", "🟡 Moderate", "🟢 Good", "🟠 Unhealthy (Sensitive)", "🟡 Moderate"],
+          "type": "string"
+        },
+        {
+          "id": "energy-section",
+          "component": "Card",
+          "children": ["energy-header", "energy-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "energy-header",
+          "component": "CardHeader",
+          "title": "Energy Use — Past 7 Days",
+          "subtitle": "City-wide consumption in MWh"
+        },
+        {
+          "id": "energy-chart",
+          "component": "AreaChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["energy-series"],
+          "xLabel": "Day",
+          "yLabel": "MWh",
+          "variant": "natural"
+        },
+        {
+          "id": "energy-series",
+          "component": "Series",
+          "category": "Energy (MWh)",
+          "values": [4280, 4415, 4390, 4520, 4610, 3890, 3720]
+        },
+        {
+          "id": "water-section",
+          "component": "Card",
+          "children": ["water-header", "water-progress", "water-details"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "water-header",
+          "component": "CardHeader",
+          "title": "Water Use — Today",
+          "subtitle": "Municipal supply consumption"
+        },
+        {
+          "id": "water-progress",
+          "component": "Progress",
+          "value": 67,
+          "label": "Daily Capacity Used: 67% (182 ML of 272 ML)"
+        },
+        {
+          "id": "water-details",
+          "component": "TextContent",
+          "text": "💧 **Breakdown:** Residential 48% | Commercial 27% | Industrial 18% | Municipal 7%\n\n⚠️ Peak demand expected between 17:00–19:00. Reservoir levels at 84%.",
+          "size": "small"
+        },
+        {
+          "id": "tab-incidents",
+          "component": "TabItem",
+          "value": "incidents",
+          "trigger": "🚨 Incidents & Emergency",
+          "content": ["incidents-section", "emergency-section"]
+        },
+        {
+          "id": "incidents-section",
+          "component": "Card",
+          "children": ["incidents-header", "incidents-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents",
+          "subtitle": "12 active incidents requiring attention"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-col-id", "inc-col-type", "inc-col-location", "inc-col-severity", "inc-col-time", "inc-col-status"]
+        },
+        {
+          "id": "inc-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["INC-4421", "INC-4419", "INC-4417", "INC-4415", "INC-4412", "INC-4408"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Gas Leak", "Traffic Accident", "Power Outage", "Water Main Break", "Structure Fire", "Flooding"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-location",
+          "component": "Col",
+          "label": "Location",
+          "data": ["245 Oak St, Downtown", "Hwy 1 & 5th Ave", "East Bank, Block 7", "112 River Rd, South Port", "89 Elm St, Midtown", "Northside, Zone 3"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 Critical", "🟠 High", "🟠 High", "🟡 Medium", "🔴 Critical", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-time",
+          "component": "Col",
+          "label": "Reported",
+          "data": ["08:42", "09:15", "07:30", "10:05", "06:58", "11:22"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Responding", "On Scene", "Crew En Route", "Assessing", "Responding", "Monitoring"],
+          "type": "string"
+        },
+        {
+          "id": "emergency-section",
+          "component": "Card",
+          "children": ["emergency-header", "emergency-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "emergency-header",
+          "component": "CardHeader",
+          "title": "Emergency Vehicle Deployment",
+          "subtitle": "Real-time GPS tracking of active units"
+        },
+        {
+          "id": "emergency-table",
+          "component": "Table",
+          "columns": ["em-col-unit", "em-col-type", "em-col-location", "em-col-status", "em-col-assigned"]
+        },
+        {
+          "id": "em-col-unit",
+          "component": "Col",
+          "label": "Unit",
+          "data": ["Engine 7", "Ladder 3", "Medic 12", "Medic 5", "Engine 14", "Rescue 2"],
+          "type": "string"
+        },
+        {
+          "id": "em-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Fire Engine", "Ladder Truck", "Ambulance", "Ambulance", "Fire Engine", "Heavy Rescue"],
+          "type": "string"
+        },
+        {
+          "id": "em-col-location",
+          "component": "Col",
+          "label": "Current Location",
+          "data": ["89 Elm St, Midtown", "En route to Hwy 1", "Staging - Downtown", "245 Oak St, Downtown", "Station 6 - West Hills", "112 River Rd, South Port"],
+          "type": "string"
+        },
+        {
+          "id": "em-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🔴 Active", "🟡 En Route", "🟢 Available", "🔴 Active", "🟢 Available", "🔴 Active"],
+          "type": "string"
+        },
+        {
+          "id": "em-col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "data": ["INC-4412", "INC-4419", "—", "INC-4421", "—", "INC-4415"],
+          "type": "string"
+        },
+        {
+          "id": "tab-parking-events",
+          "component": "TabItem",
+          "value": "parking",
+          "trigger": "🅿️ Parking & Events",
+          "content": ["parking-section", "events-section"]
+        },
+        {
+          "id": "parking-section",
+          "component": "Card",
+          "children": ["parking-header", "parking-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "parking-header",
+          "component": "CardHeader",
+          "title": "Downtown Parking Availability",
+          "subtitle": "Live sensor data from 14 facilities"
+        },
+        {
+          "id": "parking-table",
+          "component": "Table",
+          "columns": ["park-col-name", "park-col-total", "park-col-avail", "park-col-pct", "park-col-status"]
+        },
+        {
+          "id": "park-col-name",
+          "component": "Col",
+          "label": "Facility",
+          "data": ["Central Garage", "Market Square", "City Hall Lot", "Riverside Deck", "Station Park", "Theater District"],
+          "type": "string"
+        },
+        {
+          "id": "park-col-total",
+          "component": "Col",
+          "label": "Total Spaces",
+          "data": [850, 420, 310, 620, 480, 390],
+          "type": "number"
+        },
+        {
+          "id": "park-col-avail",
+          "component": "Col",
+          "label": "Available",
+          "data": [124, 38, 87, 203, 12, 156],
+          "type": "number"
+        },
+        {
+          "id": "park-col-pct",
+          "component": "Col",
+          "label": "% Full",
+          "data": [85, 91, 72, 67, 97, 60],
+          "type": "number"
+        },
+        {
+          "id": "park-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟡 Filling", "🔴 Nearly Full", "🟢 Available", "🟢 Available", "🔴 Full", "🟢 Available"],
+          "type": "string"
+        },
+        {
+          "id": "events-section",
+          "component": "Card",
+          "children": ["events-header", "events-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "Public Events — This Weekend",
+          "subtitle": "Saturday & Sunday schedule"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["event-1", "event-2", "event-3", "event-4", "event-5"]
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "Summer Music Festival",
+          "subtitle": "Sat 10:00–22:00 • Riverside Park • Est. 25,000 attendees • Road closures on Harbor Blvd"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "Farmers Market Extended",
+          "subtitle": "Sat–Sun 08:00–16:00 • Market Square • Est. 5,000 visitors • Parking impact: Market Square lot"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "Charity Marathon",
+          "subtitle": "Sun 06:00–12:00 • Downtown loop route • Est. 8,000 runners • Major road closures 05:30–13:00"
+        },
+        {
+          "id": "event-4",
+          "component": "ListItem",
+          "title": "Outdoor Cinema Night",
+          "subtitle": "Sat 20:00–23:30 • Central Park Amphitheater • Est. 2,000 attendees"
+        },
+        {
+          "id": "event-5",
+          "component": "ListItem",
+          "title": "Youth Sports Tournament",
+          "subtitle": "Sat–Sun 09:00–17:00 • West Hills Sports Complex • Est. 3,500 participants & families"
+        },
+        {
+          "id": "tab-citizen",
+          "component": "TabItem",
+          "value": "citizen",
+          "trigger": "👥 Citizen Services",
+          "content": ["reports-section", "backlog-section"]
+        },
+        {
+          "id": "reports-section",
+          "component": "Card",
+          "children": ["reports-header", "reports-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "reports-header",
+          "component": "CardHeader",
+          "title": "Citizen Reports — Live Feed",
+          "subtitle": "Incoming reports from 311 app and hotline"
+        },
+        {
+          "id": "reports-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["report-1", "report-2", "report-3", "report-4", "report-5", "report-6"]
+        },
+        {
+          "id": "report-1",
+          "component": "ListItem",
+          "title": "Pothole on 3rd Avenue",
+          "subtitle": "2 min ago • Downtown • Reported via app • Photo attached • Priority: Medium"
+        },
+        {
+          "id": "report-2",
+          "component": "ListItem",
+          "title": "Streetlight out on Maple Dr",
+          "subtitle": "8 min ago • Northside • Reported via hotline • Priority: Low"
+        },
+        {
+          "id": "report-3",
+          "component": "ListItem",
+          "title": "Graffiti on transit shelter",
+          "subtitle": "14 min ago • Midtown • Reported via app • Photo attached • Priority: Low"
+        },
+        {
+          "id": "report-4",
+          "component": "ListItem",
+          "title": "Loud construction noise after hours",
+          "subtitle": "22 min ago • East Bank • Reported via hotline • Priority: Medium"
+        },
+        {
+          "id": "report-5",
+          "component": "ListItem",
+          "title": "Overflowing trash bin at bus stop",
+          "subtitle": "31 min ago • South Port • Reported via app • Priority: Low"
+        },
+        {
+          "id": "report-6",
+          "component": "ListItem",
+          "title": "Suspicious package at park entrance",
+          "subtitle": "35 min ago • Downtown • Reported via hotline • Priority: HIGH • Escalated to police"
+        },
+        {
+          "id": "backlog-section",
+          "component": "Card",
+          "children": ["backlog-header", "backlog-chart", "backlog-summary"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "backlog-header",
+          "component": "CardHeader",
+          "title": "Service Request Backlog",
+          "subtitle": "Open requests by category"
+        },
+        {
+          "id": "backlog-chart",
+          "component": "BarChart",
+          "labels": ["Roads", "Parks", "Sanitation", "Lighting", "Noise", "Other"],
+          "series": ["backlog-series"],
+          "xLabel": "Category",
+          "yLabel": "Open Requests",
+          "variant": "grouped"
+        },
+        {
+          "id": "backlog-series",
+          "component": "Series",
+          "category": "Open Requests",
+          "values": [234, 89, 156, 67, 43, 112]
+        },
+        {
+          "id": "backlog-summary",
+          "component": "TextContent",
+          "text": "📊 **Total Backlog:** 701 requests | **Avg Resolution Time:** 4.2 days | **SLA Compliance:** 78%",
+          "size": "small"
+        },
+        {
+          "id": "tab-infrastructure",
+          "component": "TabItem",
+          "value": "infrastructure",
+          "trigger": "🔧 Infrastructure",
+          "content": ["roadworks-section", "maintenance-section"]
+        },
+        {
+          "id": "roadworks-section",
+          "component": "Card",
+          "children": ["roadworks-header", "roadworks-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "roadworks-header",
+          "component": "CardHeader",
+          "title": "Roadworks Planned — This Month",
+          "subtitle": "Scheduled construction and repairs"
+        },
+        {
+          "id": "roadworks-table",
+          "component": "Table",
+          "columns": ["rw-col-project", "rw-col-location", "rw-col-dates", "rw-col-impact", "rw-col-status"]
+        },
+        {
+          "id": "rw-col-project",
+          "component": "Col",
+          "label": "Project",
+          "data": ["Resurfacing", "Sewer Upgrade", "Bridge Repair", "Bike Lane Install", "Signal Upgrade", "Sidewalk Repair"],
+          "type": "string"
+        },
+        {
+          "id": "rw-col-location",
+          "component": "Col",
+          "label": "Location",
+          "data": ["Highway 1, km 12–15", "Oak St & 3rd Ave", "Riverside Bridge", "University Dr", "5 intersections downtown", "Market Square area"],
+          "type": "string"
+        },
+        {
+          "id": "rw-col-dates",
+          "component": "Col",
+          "label": "Dates",
+          "data": ["Jun 10–24", "Jun 12–30", "Jun 15–28", "Jun 8–19", "Jun 20–22", "Jun 11–14"],
+          "type": "string"
+        },
+        {
+          "id": "rw-col-impact",
+          "component": "Col",
+          "label": "Traffic Impact",
+          "data": ["Lane closure", "Full detour", "Single lane", "Minor", "Brief stops", "Pedestrian only"],
+          "type": "string"
+        },
+        {
+          "id": "rw-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 In Progress", "🟡 Starting Soon", "🟡 Starting Soon", "🟢 In Progress", "⚪ Scheduled", "🟢 In Progress"],
+          "type": "string"
+        },
+        {
+          "id": "maintenance-section",
+          "component": "Card",
+          "children": ["maint-header", "maint-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "maint-header",
+          "component": "CardHeader",
+          "title": "Infrastructure Maintenance Due",
+          "subtitle": "Upcoming scheduled maintenance jobs"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["maint-col-asset", "maint-col-type", "maint-col-due", "maint-col-priority", "maint-col-crew"]
+        },
+        {
+          "id": "maint-col-asset",
+          "component": "Col",
+          "label": "Asset",
+          "data": ["Water Pump Station 4", "Traffic Signal Grid B", "HVAC - City Hall", "Elevator - Central Garage", "Storm Drain - Zone 5", "Streetlight Circuit 12"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-type",
+          "component": "Col",
+          "label": "Maintenance Type",
+          "data": ["Preventive", "Inspection", "Filter Replacement", "Safety Certification", "Cleaning", "Bulb Replacement"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["Jun 12", "Jun 14", "Jun 15", "Jun 16", "Jun 18", "Jun 20"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 High", "🟡 Medium", "🟡 Medium", "🔴 High", "🟢 Low", "🟢 Low"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-crew",
+          "component": "Col",
+          "label": "Assigned Crew",
+          "data": ["Team Alpha", "Unassigned", "Team Bravo", "Team Alpha", "Unassigned", "Team Charlie"],
+          "type": "string"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "⚡ Actions",
+          "content": ["dispatch-section", "alert-section"]
+        },
+        {
+          "id": "dispatch-section",
+          "component": "Card",
+          "children": ["dispatch-header", "dispatch-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "dispatch-header",
+          "component": "CardHeader",
+          "title": "Dispatch a Crew",
+          "subtitle": "Assign a response team to an incident or location"
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatch-crew",
+          "fields": ["dispatch-fc-crew", "dispatch-fc-incident", "dispatch-fc-location", "dispatch-fc-notes"],
+          "buttons": "dispatch-buttons"
+        },
+        {
+          "id": "dispatch-fc-crew",
+          "component": "FormControl",
+          "label": "Crew",
+          "input": "dispatch-crew-select"
+        },
+        {
+          "id": "dispatch-crew-select",
+          "component": "Select",
+          "name": "crew",
+          "placeholder": "Select a crew...",
+          "items": ["crew-1", "crew-2", "crew-3", "crew-4"]
+        },
+        {
+          "id": "crew-1",
+          "component": "SelectItem",
+          "value": "alpha",
+          "label": "Team Alpha (Available)"
+        },
+        {
+          "id": "crew-2",
+          "component": "SelectItem",
+          "value": "bravo",
+          "label": "Team Bravo (Available)"
+        },
+        {
+          "id": "crew-3",
+          "component": "SelectItem",
+          "value": "charlie",
+          "label": "Team Charlie (On Standby)"
+        },
+        {
+          "id": "crew-4",
+          "component": "SelectItem",
+          "value": "delta",
+          "label": "Team Delta (Available)"
+        },
+        {
+          "id": "dispatch-fc-incident",
+          "component": "FormControl",
+          "label": "Incident / Task",
+          "input": "dispatch-incident-input"
+        },
+        {
+          "id": "dispatch-incident-input",
+          "component": "Input",
+          "name": "incident",
+          "placeholder": "e.g., INC-4421 or 'Pothole repair on 3rd Ave'"
+        },
+        {
+          "id": "dispatch-fc-location",
+          "component": "FormControl",
+          "label": "Location",
+          "input": "dispatch-location-input"
+        },
+        {
+          "id": "dispatch-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "Address or intersection"
+        },
+        {
+          "id": "dispatch-fc-notes",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "dispatch-notes-input"
+        },
+        {
+          "id": "dispatch-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Additional instructions for the crew...",
+          "rows": 2
+        },
+        {
+          "id": "dispatch-buttons",
+          "component": "Buttons",
+          "buttons": ["dispatch-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "dispatch-btn",
+          "component": "Button",
+          "label": "🚐 Dispatch Crew",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "alert-section",
+          "component": "Card",
+          "children": ["alert-header", "alert-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "Send Public Alert",
+          "subtitle": "Broadcast a message to citizens via app notifications, SMS, and digital signage"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "public-alert",
+          "fields": ["alert-fc-type", "alert-fc-area", "alert-fc-message"],
+          "buttons": "alert-buttons"
+        },
+        {
+          "id": "alert-fc-type",
+          "component": "FormControl",
+          "label": "Alert Type",
+          "input": "alert-type-select"
+        },
+        {
+          "id": "alert-type-select",
+          "component": "Select",
+          "name": "alertType",
+          "placeholder": "Select alert type...",
+          "items": ["alert-type-1", "alert-type-2", "alert-type-3", "alert-type-4"]
+        },
+        {
+          "id": "alert-type-1",
+          "component": "SelectItem",
+          "value": "emergency",
+          "label": "🔴 Emergency"
+        },
+        {
+          "id": "alert-type-2",
+          "component": "SelectItem",
+          "value": "advisory",
+          "label": "🟡 Advisory"
+        },
+        {
+          "id": "alert-type-3",
+          "component": "SelectItem",
+          "value": "info",
+          "label": "🔵 Informational"
+        },
+        {
+          "id": "alert-type-4",
+          "component": "SelectItem",
+          "value": "allclear",
+          "label": "🟢 All Clear"
+        },
+        {
+          "id": "alert-fc-area",
+          "component": "FormControl",
+          "label": "Affected Area",
+          "input": "alert-area-select"
+        },
+        {
+          "id": "alert-area-select",
+          "component": "Select",
+          "name": "area",
+          "placeholder": "Select area...",
+          "items": ["area-all", "area-dt", "area-ns", "area-eb", "area-wh", "area-sp", "area-mt"]
+        },
+        {
+          "id": "area-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "Entire City"
+        },
+        {
+          "id": "area-dt",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown Core"
+        },
+        {
+          "id": "area-ns",
+          "component": "SelectItem",
+          "value": "northside",
+          "label": "Northside"
+        },
+        {
+          "id": "area-eb",
+          "component": "SelectItem",
+          "value": "eastbank",
+          "label": "East Bank"
+        },
+        {
+          "id": "area-wh",
+          "component": "SelectItem",
+          "value": "westhills",
+          "label": "West Hills"
+        },
+        {
+          "id": "area-sp",
+          "component": "SelectItem",
+          "value": "southport",
+          "label": "South Port"
+        },
+        {
+          "id": "area-mt",
+          "component": "SelectItem",
+          "value": "midtown",
+          "label": "Midtown"
+        },
+        {
+          "id": "alert-fc-message",
+          "component": "FormControl",
+          "label": "Alert Message",
+          "input": "alert-message-input",
+          "hint": "Keep under 200 characters for SMS compatibility"
+        },
+        {
+          "id": "alert-message-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Type the public alert message here...",
+          "rows": 3
+        },
+        {
+          "id": "alert-buttons",
+          "component": "Buttons",
+          "buttons": ["alert-send-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "alert-send-btn",
+          "component": "Button",
+          "label": "📢 Send Public Alert",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 17 items organized into a tabbed interface:
+
+| # | Item | Location |
+|---|------|----------|
+| 1 | Congestion right now | Traffic & Transit tab — horizontal bar chart |
+| 2 | Transit punctuality | Traffic & Transit tab — table with on-time % |
+| 3 | Air quality by district | Environment tab — AQI table |
+| 4 | Energy use (past week) | Environment tab — area chart |
+| 5 | Water use today | Environment tab — progress bar + breakdown |
+| 6 | Open incidents | Incidents & Emergency tab — table with location & severity |
+| 7 | Emergency vehicle deployment | Incidents & Emergency tab — GPS tracking table |
+| 8 | Parking availability | Parking & Events tab — live table |
+| 9 | Public events this weekend | Parking & Events tab — numbered list |
+| 10 | Citizen reports (live) | Citizen Services tab — live feed list |
+| 11 | Service request backlog | Citizen Services tab — bar chart + summary |
+| 12 | Current weather | Header — always visible |
+| 13 | Focus on one district | Header — dropdown selector (always visible) |
+| 14 | Dispatch a crew | Actions tab — full form |
+| 15 | Send a public alert | Actions tab — form with type, area, message |
+| 16 | Roadworks this month | Infrastructure tab — table |
+| 17 | Maintenance due | Infrastructure tab — table with priority & crew |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..bacffd4b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-city__r4.txt
@@ -0,0 +1,934 @@
+Here's your City Operations Center dashboard covering all 17 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "city-ops-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "City Operations Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "city-ops-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "metrics-row", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🏙️ City Operations Center",
+          "subtitle": "Real-time monitoring & command dashboard — Last updated: 2 min ago"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["congestion-card", "transit-card", "weather-card", "backlog-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "congestion-card",
+          "component": "Card",
+          "children": ["congestion-label", "congestion-value", "congestion-note"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "congestion-label",
+          "component": "Label",
+          "text": "🚗 Congestion Index (Now)"
+        },
+        {
+          "id": "congestion-value",
+          "component": "TextContent",
+          "text": "**72 / 100** — Heavy",
+          "size": "large-heavy"
+        },
+        {
+          "id": "congestion-note",
+          "component": "TextContent",
+          "text": "Worst corridors: Main St, I-95 South, Bridge Tunnel",
+          "size": "small"
+        },
+        {
+          "id": "transit-card",
+          "component": "Card",
+          "children": ["transit-label", "transit-progress", "transit-note"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "transit-label",
+          "component": "Label",
+          "text": "🚌 Transit Punctuality"
+        },
+        {
+          "id": "transit-progress",
+          "component": "Progress",
+          "value": 84,
+          "label": "84% on-time"
+        },
+        {
+          "id": "transit-note",
+          "component": "TextContent",
+          "text": "Target: 90% | Bus: 81% · Rail: 89% · Ferry: 78%",
+          "size": "small"
+        },
+        {
+          "id": "weather-card",
+          "component": "Card",
+          "children": ["weather-label", "weather-value", "weather-note"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "weather-label",
+          "component": "Label",
+          "text": "🌤️ Current Weather"
+        },
+        {
+          "id": "weather-value",
+          "component": "TextContent",
+          "text": "**28°C / 82°F** — Partly Cloudy",
+          "size": "large-heavy"
+        },
+        {
+          "id": "weather-note",
+          "component": "TextContent",
+          "text": "Wind: 14 km/h NW | Humidity: 62% | UV: High",
+          "size": "small"
+        },
+        {
+          "id": "backlog-card",
+          "component": "Card",
+          "children": ["backlog-label", "backlog-value", "backlog-note"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk"
+        },
+        {
+          "id": "backlog-label",
+          "component": "Label",
+          "text": "📋 Service Request Backlog"
+        },
+        {
+          "id": "backlog-value",
+          "component": "TextContent",
+          "text": "**1,247 open**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "backlog-note",
+          "component": "TextContent",
+          "text": "+38 today | Avg resolution: 4.2 days",
+          "size": "small"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-live", "tab-incidents", "tab-planning", "tab-actions"]
+        },
+        {
+          "id": "tab-live",
+          "component": "TabItem",
+          "value": "live",
+          "trigger": "📊 Live Status",
+          "content": ["air-quality-section", "energy-section", "water-parking-row"]
+        },
+        {
+          "id": "air-quality-section",
+          "component": "Card",
+          "children": ["aq-header", "aq-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "aq-header",
+          "component": "CardHeader",
+          "title": "Air Quality by District (AQI)",
+          "subtitle": "Lower is better. <50 Good, 50–100 Moderate, >100 Unhealthy"
+        },
+        {
+          "id": "aq-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Downtown", "Northside", "Eastview", "Harbor", "Westgate", "Southpark"],
+          "series": ["aq-series"],
+          "xLabel": "AQI"
+        },
+        {
+          "id": "aq-series",
+          "component": "Series",
+          "category": "AQI",
+          "values": [42, 67, 55, 89, 73, 38]
+        },
+        {
+          "id": "energy-section",
+          "component": "Card",
+          "children": ["energy-header", "energy-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "energy-header",
+          "component": "CardHeader",
+          "title": "Energy Use — Past 7 Days (MWh)",
+          "subtitle": "City-wide consumption including residential, commercial, and municipal"
+        },
+        {
+          "id": "energy-chart",
+          "component": "AreaChart",
+          "labels": ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"],
+          "series": ["energy-series"],
+          "variant": "natural",
+          "yLabel": "MWh"
+        },
+        {
+          "id": "energy-series",
+          "component": "Series",
+          "category": "Total Energy",
+          "values": [1420, 1385, 1510, 1478, 1530, 1210, 1105]
+        },
+        {
+          "id": "water-parking-row",
+          "component": "Card",
+          "children": ["water-card", "parking-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "water-card",
+          "component": "Card",
+          "children": ["water-header", "water-progress", "water-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "water-header",
+          "component": "CardHeader",
+          "title": "💧 Water Use Today",
+          "subtitle": "Municipal supply network"
+        },
+        {
+          "id": "water-progress",
+          "component": "Progress",
+          "value": 68,
+          "label": "68% of daily capacity used"
+        },
+        {
+          "id": "water-detail",
+          "component": "TextContent",
+          "text": "**342 ML** consumed of 500 ML capacity\nPeak demand: 2:00 PM expected\nReservoir level: 81%",
+          "size": "small"
+        },
+        {
+          "id": "parking-card",
+          "component": "Card",
+          "children": ["parking-header", "parking-progress", "parking-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "parking-header",
+          "component": "CardHeader",
+          "title": "🅿️ Parking Availability — Downtown",
+          "subtitle": "Live sensor data from 12 garages"
+        },
+        {
+          "id": "parking-progress",
+          "component": "Progress",
+          "value": 23,
+          "label": "23% spaces available"
+        },
+        {
+          "id": "parking-detail",
+          "component": "TextContent",
+          "text": "**412 of 1,790 spaces free**\nGarage A: 12% | Garage B: 31% | Garage C: 8%\nStreet parking: 27% available",
+          "size": "small"
+        },
+        {
+          "id": "tab-incidents",
+          "component": "TabItem",
+          "value": "incidents",
+          "trigger": "🚨 Incidents & Response",
+          "content": ["incidents-section", "emergency-section", "citizen-section"]
+        },
+        {
+          "id": "incidents-section",
+          "component": "Card",
+          "children": ["incidents-header", "incidents-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Open Incidents",
+          "subtitle": "Active incidents requiring monitoring or response"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-id", "inc-type", "inc-location", "inc-severity", "inc-status"]
+        },
+        {
+          "id": "inc-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["INC-4421", "INC-4418", "INC-4415", "INC-4410", "INC-4407"],
+          "type": "string"
+        },
+        {
+          "id": "inc-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Water main break", "Traffic signal failure", "Gas leak", "Flooding", "Power outage"],
+          "type": "string"
+        },
+        {
+          "id": "inc-location",
+          "component": "Col",
+          "label": "Location",
+          "data": ["5th Ave & Oak St", "Harbor District", "Eastview Industrial", "Southpark Lowlands", "Northside Grid 7"],
+          "type": "string"
+        },
+        {
+          "id": "inc-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 Critical", "🟠 High", "🔴 Critical", "🟡 Medium", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "inc-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Crew on-site", "Awaiting dispatch", "Evacuating", "Monitoring", "Investigating"],
+          "type": "string"
+        },
+        {
+          "id": "emergency-section",
+          "component": "Card",
+          "children": ["emergency-header", "emergency-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "emergency-header",
+          "component": "CardHeader",
+          "title": "🚒 Emergency Vehicle Deployment",
+          "subtitle": "Current positions and assignments"
+        },
+        {
+          "id": "emergency-table",
+          "component": "Table",
+          "columns": ["ev-unit", "ev-type", "ev-location", "ev-status"]
+        },
+        {
+          "id": "ev-unit",
+          "component": "Col",
+          "label": "Unit",
+          "data": ["Engine 12", "Ladder 5", "Medic 8", "Engine 3", "HazMat 2", "Medic 14"],
+          "type": "string"
+        },
+        {
+          "id": "ev-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Fire Engine", "Ladder Truck", "Ambulance", "Fire Engine", "HazMat", "Ambulance"],
+          "type": "string"
+        },
+        {
+          "id": "ev-location",
+          "component": "Col",
+          "label": "Deployed At",
+          "data": ["5th Ave & Oak St", "Harbor District", "Eastview Industrial", "Station 4 (Staged)", "Eastview Industrial", "Southpark Lowlands"],
+          "type": "string"
+        },
+        {
+          "id": "ev-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Active", "Active", "Active", "Standby", "Active", "Active"],
+          "type": "string"
+        },
+        {
+          "id": "citizen-section",
+          "component": "Card",
+          "children": ["citizen-header", "citizen-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "citizen-header",
+          "component": "CardHeader",
+          "title": "📱 Citizen Reports (Live Feed)",
+          "subtitle": "Incoming reports from the public — most recent first"
+        },
+        {
+          "id": "citizen-list",
+          "component": "ListBlock",
+          "items": ["cit-1", "cit-2", "cit-3", "cit-4", "cit-5"],
+          "variant": "number"
+        },
+        {
+          "id": "cit-1",
+          "component": "ListItem",
+          "title": "Pothole on Elm Street causing tire damage",
+          "subtitle": "2 min ago · Downtown · Reported via app",
+          "actionLabel": "View"
+        },
+        {
+          "id": "cit-2",
+          "component": "ListItem",
+          "title": "Streetlight flickering on Harbor Blvd",
+          "subtitle": "8 min ago · Harbor District · Reported via phone",
+          "actionLabel": "View"
+        },
+        {
+          "id": "cit-3",
+          "component": "ListItem",
+          "title": "Overflowing dumpster near Central Park entrance",
+          "subtitle": "14 min ago · Northside · Reported via app",
+          "actionLabel": "View"
+        },
+        {
+          "id": "cit-4",
+          "component": "ListItem",
+          "title": "Suspicious package at bus stop on 3rd Ave",
+          "subtitle": "22 min ago · Downtown · Reported via 911",
+          "actionLabel": "View"
+        },
+        {
+          "id": "cit-5",
+          "component": "ListItem",
+          "title": "Loud construction noise after hours — Westgate",
+          "subtitle": "31 min ago · Westgate · Reported via app",
+          "actionLabel": "View"
+        },
+        {
+          "id": "tab-planning",
+          "component": "TabItem",
+          "value": "planning",
+          "trigger": "🗓️ Planning & Maintenance",
+          "content": ["roadworks-section", "infra-section", "events-section"]
+        },
+        {
+          "id": "roadworks-section",
+          "component": "Card",
+          "children": ["roadworks-header", "roadworks-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "roadworks-header",
+          "component": "CardHeader",
+          "title": "🚧 Roadworks Planned This Month",
+          "subtitle": "Scheduled construction and road maintenance"
+        },
+        {
+          "id": "roadworks-table",
+          "component": "Table",
+          "columns": ["rw-project", "rw-location", "rw-dates", "rw-impact"]
+        },
+        {
+          "id": "rw-project",
+          "component": "Col",
+          "label": "Project",
+          "data": ["Bridge resurfacing", "Sewer upgrade", "Lane widening", "Sidewalk repair", "Signal upgrade"],
+          "type": "string"
+        },
+        {
+          "id": "rw-location",
+          "component": "Col",
+          "label": "Location",
+          "data": ["Main St Bridge", "Eastview Industrial", "I-95 South Exit 12", "Oak St (5th–8th)", "Harbor Blvd & 3rd"],
+          "type": "string"
+        },
+        {
+          "id": "rw-dates",
+          "component": "Col",
+          "label": "Dates",
+          "data": ["Jun 10–24", "Jun 12–30", "Jun 15–28", "Jun 18–22", "Jun 20–21"],
+          "type": "string"
+        },
+        {
+          "id": "rw-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["🔴 Full closure", "🟡 Lane reduction", "🟡 Lane reduction", "🟢 Minor", "🟢 Minor"],
+          "type": "string"
+        },
+        {
+          "id": "infra-section",
+          "component": "Card",
+          "children": ["infra-header", "infra-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "infra-header",
+          "component": "CardHeader",
+          "title": "🔧 Infrastructure Jobs Due for Maintenance",
+          "subtitle": "Upcoming scheduled maintenance across city assets"
+        },
+        {
+          "id": "infra-table",
+          "component": "Table",
+          "columns": ["inf-asset", "inf-type", "inf-due", "inf-priority"]
+        },
+        {
+          "id": "inf-asset",
+          "component": "Col",
+          "label": "Asset",
+          "data": ["Water Pump Station 3", "HVAC — City Hall", "Elevator — Parking Garage B", "Traffic Controller #47", "Backup Generator — Hospital"],
+          "type": "string"
+        },
+        {
+          "id": "inf-type",
+          "component": "Col",
+          "label": "Maintenance Type",
+          "data": ["Quarterly inspection", "Filter replacement", "Annual certification", "Firmware update", "Load test"],
+          "type": "string"
+        },
+        {
+          "id": "inf-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["Jun 12", "Jun 14", "Jun 15", "Jun 18", "Jun 20"],
+          "type": "string"
+        },
+        {
+          "id": "inf-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Overdue", "🟠 High", "🟡 Medium", "🟡 Medium", "🟠 High"],
+          "type": "string"
+        },
+        {
+          "id": "events-section",
+          "component": "Card",
+          "children": ["events-header", "events-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "🎉 Public Events This Weekend",
+          "subtitle": "Events requiring traffic, safety, or service coordination"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "items": ["evt-1", "evt-2", "evt-3", "evt-4"],
+          "variant": "number"
+        },
+        {
+          "id": "evt-1",
+          "component": "ListItem",
+          "title": "Summer Music Festival — Central Park",
+          "subtitle": "Sat–Sun · 10 AM–10 PM · Est. 25,000 attendees · Road closures on Park Ave",
+          "actionLabel": "Details"
+        },
+        {
+          "id": "evt-2",
+          "component": "ListItem",
+          "title": "Farmers Market — Harbor District",
+          "subtitle": "Sat · 7 AM–2 PM · Est. 3,000 attendees · Waterfront Blvd closed",
+          "actionLabel": "Details"
+        },
+        {
+          "id": "evt-3",
+          "component": "ListItem",
+          "title": "Charity 10K Run — Downtown Loop",
+          "subtitle": "Sun · 6 AM–9 AM · Est. 5,000 runners · Main St & 3rd Ave affected",
+          "actionLabel": "Details"
+        },
+        {
+          "id": "evt-4",
+          "component": "ListItem",
+          "title": "Outdoor Cinema Night — Southpark",
+          "subtitle": "Sat · 8 PM–11 PM · Est. 1,500 attendees · Parking overflow expected",
+          "actionLabel": "Details"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "⚡ Actions",
+          "content": ["district-section", "dispatch-section", "alert-section"]
+        },
+        {
+          "id": "district-section",
+          "component": "Card",
+          "children": ["district-header", "district-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "district-header",
+          "component": "CardHeader",
+          "title": "🔍 Focus on District",
+          "subtitle": "Select a district to filter all data and alerts to that area"
+        },
+        {
+          "id": "district-form",
+          "component": "Form",
+          "name": "district-focus",
+          "fields": ["district-select-field"],
+          "buttons": "district-buttons"
+        },
+        {
+          "id": "district-select-field",
+          "component": "FormControl",
+          "label": "District",
+          "input": "district-select",
+          "hint": "All dashboards and feeds will filter to the selected district"
+        },
+        {
+          "id": "district-select",
+          "component": "Select",
+          "name": "district",
+          "placeholder": "Choose a district…",
+          "items": ["dist-1", "dist-2", "dist-3", "dist-4", "dist-5", "dist-6"]
+        },
+        {
+          "id": "dist-1",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown"
+        },
+        {
+          "id": "dist-2",
+          "component": "SelectItem",
+          "value": "northside",
+          "label": "Northside"
+        },
+        {
+          "id": "dist-3",
+          "component": "SelectItem",
+          "value": "eastview",
+          "label": "Eastview"
+        },
+        {
+          "id": "dist-4",
+          "component": "SelectItem",
+          "value": "harbor",
+          "label": "Harbor District"
+        },
+        {
+          "id": "dist-5",
+          "component": "SelectItem",
+          "value": "westgate",
+          "label": "Westgate"
+        },
+        {
+          "id": "dist-6",
+          "component": "SelectItem",
+          "value": "southpark",
+          "label": "Southpark"
+        },
+        {
+          "id": "district-buttons",
+          "component": "Buttons",
+          "buttons": ["district-apply-btn", "district-clear-btn"]
+        },
+        {
+          "id": "district-apply-btn",
+          "component": "Button",
+          "label": "Apply Focus",
+          "variant": "primary"
+        },
+        {
+          "id": "district-clear-btn",
+          "component": "Button",
+          "label": "Clear Filter",
+          "variant": "secondary"
+        },
+        {
+          "id": "dispatch-section",
+          "component": "Card",
+          "children": ["dispatch-header", "dispatch-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "dispatch-header",
+          "component": "CardHeader",
+          "title": "🚛 Dispatch a Crew",
+          "subtitle": "Assign a response team to a location or incident"
+        },
+        {
+          "id": "dispatch-form",
+          "component": "Form",
+          "name": "dispatch-crew",
+          "fields": ["dispatch-type-field", "dispatch-location-field", "dispatch-notes-field"],
+          "buttons": "dispatch-buttons"
+        },
+        {
+          "id": "dispatch-type-field",
+          "component": "FormControl",
+          "label": "Crew Type",
+          "input": "dispatch-type-select"
+        },
+        {
+          "id": "dispatch-type-select",
+          "component": "Select",
+          "name": "crew_type",
+          "placeholder": "Select crew type…",
+          "items": ["crew-1", "crew-2", "crew-3", "crew-4", "crew-5"]
+        },
+        {
+          "id": "crew-1",
+          "component": "SelectItem",
+          "value": "fire",
+          "label": "Fire & Rescue"
+        },
+        {
+          "id": "crew-2",
+          "component": "SelectItem",
+          "value": "medical",
+          "label": "Medical / EMS"
+        },
+        {
+          "id": "crew-3",
+          "component": "SelectItem",
+          "value": "utility",
+          "label": "Utility Repair"
+        },
+        {
+          "id": "crew-4",
+          "component": "SelectItem",
+          "value": "traffic",
+          "label": "Traffic Management"
+        },
+        {
+          "id": "crew-5",
+          "component": "SelectItem",
+          "value": "sanitation",
+          "label": "Sanitation / Cleanup"
+        },
+        {
+          "id": "dispatch-location-field",
+          "component": "FormControl",
+          "label": "Location / Address",
+          "input": "dispatch-location-input",
+          "hint": "Enter the address or intersection"
+        },
+        {
+          "id": "dispatch-location-input",
+          "component": "Input",
+          "name": "location",
+          "placeholder": "e.g., 5th Ave & Oak St",
+          "type": "text"
+        },
+        {
+          "id": "dispatch-notes-field",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "dispatch-notes-input"
+        },
+        {
+          "id": "dispatch-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Additional context for the crew…",
+          "rows": 3
+        },
+        {
+          "id": "dispatch-buttons",
+          "component": "Buttons",
+          "buttons": ["dispatch-submit-btn"]
+        },
+        {
+          "id": "dispatch-submit-btn",
+          "component": "Button",
+          "label": "🚨 Dispatch Now",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "alert-section",
+          "component": "Card",
+          "children": ["alert-header", "alert-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "alert-header",
+          "component": "CardHeader",
+          "title": "📢 Send Public Alert",
+          "subtitle": "Broadcast a message to citizens via app notifications, SMS, and digital signage"
+        },
+        {
+          "id": "alert-form",
+          "component": "Form",
+          "name": "public-alert",
+          "fields": ["alert-severity-field", "alert-area-field", "alert-message-field"],
+          "buttons": "alert-buttons"
+        },
+        {
+          "id": "alert-severity-field",
+          "component": "FormControl",
+          "label": "Alert Severity",
+          "input": "alert-severity-radio"
+        },
+        {
+          "id": "alert-severity-radio",
+          "component": "RadioGroup",
+          "name": "severity",
+          "items": ["sev-1", "sev-2", "sev-3"]
+        },
+        {
+          "id": "sev-1",
+          "component": "RadioItem",
+          "label": "Advisory",
+          "description": "Informational — no immediate action required",
+          "value": "advisory"
+        },
+        {
+          "id": "sev-2",
+          "component": "RadioItem",
+          "label": "Warning",
+          "description": "Potential disruption — citizens should prepare",
+          "value": "warning"
+        },
+        {
+          "id": "sev-3",
+          "component": "RadioItem",
+          "label": "Emergency",
+          "description": "Immediate threat — citizens must act now",
+          "value": "emergency"
+        },
+        {
+          "id": "alert-area-field",
+          "component": "FormControl",
+          "label": "Target Area",
+          "input": "alert-area-select"
+        },
+        {
+          "id": "alert-area-select",
+          "component": "Select",
+          "name": "area",
+          "placeholder": "Select target area…",
+          "items": ["area-all", "area-1", "area-2", "area-3", "area-4", "area-5", "area-6"]
+        },
+        {
+          "id": "area-all",
+          "component": "SelectItem",
+          "value": "citywide",
+          "label": "🏙️ City-wide"
+        },
+        {
+          "id": "area-1",
+          "component": "SelectItem",
+          "value": "downtown",
+          "label": "Downtown"
+        },
+        {
+          "id": "area-2",
+          "component": "SelectItem",
+          "value": "northside",
+          "label": "Northside"
+        },
+        {
+          "id": "area-3",
+          "component": "SelectItem",
+          "value": "eastview",
+          "label": "Eastview"
+        },
+        {
+          "id": "area-4",
+          "component": "SelectItem",
+          "value": "harbor",
+          "label": "Harbor District"
+        },
+        {
+          "id": "area-5",
+          "component": "SelectItem",
+          "value": "westgate",
+          "label": "Westgate"
+        },
+        {
+          "id": "area-6",
+          "component": "SelectItem",
+          "value": "southpark",
+          "label": "Southpark"
+        },
+        {
+          "id": "alert-message-field",
+          "component": "FormControl",
+          "label": "Alert Message",
+          "input": "alert-message-input",
+          "hint": "Keep it clear, concise, and actionable. Max 280 characters."
+        },
+        {
+          "id": "alert-message-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "e.g., Water main break on 5th Ave. Avoid the area. Boil water advisory in effect for Downtown until further notice.",
+          "rows": 4
+        },
+        {
+          "id": "alert-buttons",
+          "component": "Buttons",
+          "buttons": ["alert-send-btn", "alert-preview-btn"]
+        },
+        {
+          "id": "alert-send-btn",
+          "component": "Button",
+          "label": "📢 Send Alert",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "large"
+        },
+        {
+          "id": "alert-preview-btn",
+          "component": "Button",
+          "label": "Preview",
+          "variant": "secondary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 17 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Congestion right now | Top metrics row — index score + worst corridors |
+| 2 | Transit punctuality | Top metrics row — progress bar with mode breakdown |
+| 3 | Air quality by district | 📊 Live Status tab — horizontal bar chart |
+| 4 | Energy use (past week) | 📊 Live Status tab — area chart |
+| 5 | Water use today | 📊 Live Status tab — progress + reservoir level |
+| 6 | Open incidents | 🚨 Incidents tab — table with location & severity |
+| 7 | Emergency vehicles | 🚨 Incidents tab — deployment table |
+| 8 | Parking downtown | 📊 Live Status tab — availability gauge + garage breakdown |
+| 9 | Public events this weekend | 🗓️ Planning tab — event list with impact notes |
+| 10 | Citizen reports (live) | 🚨 Incidents tab — numbered feed |
+| 11 | Service request backlog | Top metrics row — count + trend |
+| 12 | Current weather | Top metrics row — temp, wind, humidity, UV |
+| 13 | Focus on a district | ⚡ Actions tab — district selector with apply/clear |
+| 14 | Dispatch a crew | ⚡ Actions tab — full form (type, location, notes) |
+| 15 | Send public alert | ⚡ Actions tab — severity, target area, message |
+| 16 | Roadworks this month | 🗓️ Planning tab — table with dates & impact |
+| 17 | Infrastructure maintenance | 🗓️ Planning tab — asset table with due dates & priority |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..c2771d0b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,596 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "emergency-coordination-center",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#DC2626"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "emergency-coordination-center",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "children": ["pageHeader", "mainSections"]
+      },
+      {
+        "id": "pageHeader",
+        "component": "CardHeader",
+        "title": "Emergency Response Coordination Center",
+        "subtitle": "Single-screen operational picture for incidents, resources, shelters, and response actions"
+      },
+      {
+        "id": "mainSections",
+        "component": "SectionBlock",
+        "isFoldable": false,
+        "sections": [
+          "sec_incidents",
+          "sec_severity",
+          "sec_resources",
+          "sec_shelters",
+          "sec_routes",
+          "sec_weather",
+          "sec_casualties",
+          "sec_volunteers",
+          "sec_donations",
+          "sec_aid",
+          "sec_comms",
+          "sec_roads",
+          "sec_hospitals",
+          "sec_tasks",
+          "sec_request",
+          "sec_broadcast",
+          "sec_focus",
+          "sec_sitrep"
+        ]
+      },
+      {
+        "id": "sec_incidents",
+        "component": "SectionItem",
+        "value": "sec_incidents",
+        "trigger": "1. Active Incidents by Zone",
+        "content": ["incidents_table"]
+      },
+      {
+        "id": "incidents_table",
+        "component": "Table",
+        "columns": ["incidents_zone", "incidents_active", "incidents_sev", "incidents_status"]
+      },
+      {
+        "id": "incidents_zone",
+        "component": "Col",
+        "label": "Zone",
+        "type": "string",
+        "data": ["North Ridge", "Downtown Core", "Riverbend", "Industrial Park", "Coastal Strip"]
+      },
+      {
+        "id": "incidents_active",
+        "component": "Col",
+        "label": "Active Incidents",
+        "type": "number",
+        "data": [4, 6, 3, 2, 5]
+      },
+      {
+        "id": "incidents_sev",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": ["Critical", "High", "Moderate", "High", "Critical"]
+      },
+      {
+        "id": "incidents_status",
+        "component": "Col",
+        "label": "Operational Status",
+        "type": "string",
+        "data": [
+          "Response underway",
+          "Evacuation in progress",
+          "Monitoring",
+          "Containment",
+          "Search and rescue"
+        ]
+      },
+      {
+        "id": "sec_severity",
+        "component": "SectionItem",
+        "value": "sec_severity",
+        "trigger": "2. Overall Severity Summary",
+        "content": ["sev_callout", "sev_chart"]
+      },
+      {
+        "id": "sev_callout",
+        "component": "TextCallout",
+        "variant": "warning",
+        "title": "Overall Severity: High",
+        "description": "20 active incidents: 4 critical, 7 high, 5 moderate, and 4 low. Evacuation pressure is highest in Downtown Core and Coastal Strip."
+      },
+      {
+        "id": "sev_chart",
+        "component": "HorizontalBarChart",
+        "labels": ["Critical", "High", "Moderate", "Low"],
+        "series": ["sev_series"],
+        "xLabel": "Incident Count",
+        "yLabel": "Severity Level"
+      },
+      {
+        "id": "sev_series",
+        "component": "Series",
+        "category": "Active incidents",
+        "values": [4, 7, 5, 4]
+      },
+      {
+        "id": "sec_resources",
+        "component": "SectionItem",
+        "value": "sec_resources",
+        "trigger": "3. Vehicles, Personnel, and Supplies Available",
+        "content": ["resources_table"]
+      },
+      {
+        "id": "resources_table",
+        "component": "Table",
+        "columns": [
+          "resources_category",
+          "resources_available",
+          "resources_deployed",
+          "resources_reserve",
+          "resources_unit"
+        ]
+      },
+      {
+        "id": "resources_category",
+        "component": "Col",
+        "label": "Resource",
+        "type": "string",
+        "data": [
+          "Rescue vehicles",
+          "Ambulances",
+          "Fire engines",
+          "Personnel",
+          "Medical supply kits",
+          "Food and water",
+          "Blankets and shelter kits"
+        ]
+      },
+      {
+        "id": "resources_available",
+        "component": "Col",
+        "label": "Available",
+        "type": "number",
+        "data": [12, 9, 7, 248, 340, 5200, 1800]
+      },
+      {
+        "id": "resources_deployed",
+        "component": "Col",
+        "label": "Deployed",
+        "type": "number",
+        "data": [8, 6, 5, 190, 220, 3100, 950]
+      },
+      {
+        "id": "resources_reserve",
+        "component": "Col",
+        "label": "Reserve",
+        "type": "number",
+        "data": [4, 3, 2, 58, 120, 2100, 850]
+      },
+      {
+        "id": "resources_unit",
+        "component": "Col",
+        "label": "Unit",
+        "type": "string",
+        "data": ["vehicles", "vehicles", "vehicles", "people", "kits", "rations", "units"]
+      },
+      {
+        "id": "sec_shelters",
+        "component": "SectionItem",
+        "value": "sec_shelters",
+        "trigger": "4. Shelters: Capacity and Occupancy",
+        "content": ["shelters_table"]
+      },
+      {
+        "id": "shelters_table",
+        "component": "Table",
+        "columns": [
+          "shelters_name",
+          "shelters_capacity",
+          "shelters_occupancy",
+          "shelters_available",
+          "shelters_status"
+        ]
+      },
+      {
+        "id": "shelters_name",
+        "component": "Col",
+        "label": "Shelter",
+        "type": "string",
+        "data": [
+          "Lincoln High Gym",
+          "Eastside Community Center",
+          "Riverside Church Hall",
+          "Fairgrounds Pavilion",
+          "Harbor Youth Center"
+        ]
+      },
+      {
+        "id": "shelters_capacity",
+        "component": "Col",
+        "label": "Capacity",
+        "type": "number",
+        "data": [400, 250, 150, 600, 120]
+      },
+      {
+        "id": "shelters_occupancy",
+        "component": "Col",
+        "label": "Occupancy",
+        "type": "number",
+        "data": [312, 219, 141, 284, 117]
+      },
+      {
+        "id": "shelters_available",
+        "component": "Col",
+        "label": "Available Spaces",
+        "type": "number",
+        "data": [88, 31, 9, 316, 3]
+      },
+      {
+        "id": "shelters_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Open", "Open", "Near capacity", "Open", "Near capacity"]
+      },
+      {
+        "id": "sec_routes",
+        "component": "SectionItem",
+        "value": "sec_routes",
+        "trigger": "5. Evacuation Route Status",
+        "content": ["routes_table"]
+      },
+      {
+        "id": "routes_table",
+        "component": "Table",
+        "columns": [
+          "routes_name",
+          "routes_status",
+          "routes_capacity",
+          "routes_assessment",
+          "routes_notes"
+        ]
+      },
+      {
+        "id": "routes_name",
+        "component": "Col",
+        "label": "Route",
+        "type": "string",
+        "data": ["Route A North", "Route B Bridge", "Route C Coastal", "Route D Industrial"]
+      },
+      {
+        "id": "routes_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Open", "Congested", "Closed", "Open"]
+      },
+      {
+        "id": "routes_capacity",
+        "component": "Col",
+        "label": "Throughput Capacity",
+        "type": "string",
+        "data": ["High", "Medium", "None", "Medium"]
+      },
+      {
+        "id": "routes_assessment",
+        "component": "Col",
+        "label": "Last Assessment",
+        "type": "string",
+        "data": ["02:15", "02:05", "01:40", "02:00"]
+      },
+      {
+        "id": "routes_notes",
+        "component": "Col",
+        "label": "Notes",
+        "type": "string",
+        "data": [
+          "Primary north corridor",
+          "Bridge inspection ongoing",
+          "Flooded, alternate route required",
+          "Truck priority for supplies"
+        ]
+      },
+      {
+        "id": "sec_weather",
+        "component": "SectionItem",
+        "value": "sec_weather",
+        "trigger": "6. 48-Hour Weather Forecast",
+        "content": ["weather_table"]
+      },
+      {
+        "id": "weather_table",
+        "component": "Table",
+        "columns": [
+          "weather_period",
+          "weather_conditions",
+          "weather_temp",
+          "weather_wind",
+          "weather_precip",
+          "weather_impact"
+        ]
+      },
+      {
+        "id": "weather_period",
+        "component": "Col",
+        "label": "Period",
+        "type": "string",
+        "data": [
+          "00-06h",
+          "06-12h",
+          "12-18h",
+          "18-24h",
+          "24-30h",
+          "30-36h",
+          "36-42h",
+          "42-48h"
+        ]
+      },
+      {
+        "id": "weather_conditions",
+        "component": "Col",
+        "label": "Forecast",
+        "type": "string",
+        "data": [
+          "Heavy rain",
+          "Thunderstorms",
+          "Rain showers",
+          "Cloudy",
+          "Intermittent rain",
+          "Heavy rain",
+          "Thunderstorms",
+          "Gradual clearing"
+        ]
+      },
+      {
+        "id": "weather_temp",
+        "component": "Col",
+        "label": "Temp",
+        "type": "string",
+        "data": ["18 C", "19 C", "20 C", "17 C", "18 C", "19 C", "20 C", "21 C"]
+      },
+      {
+        "id": "weather_wind",
+        "component": "Col",
+        "label": "Wind",
+        "type": "string",
+        "data": [
+          "35 km/h",
+          "40 km/h",
+          "30 km/h",
+          "25 km/h",
+          "28 km/h",
+          "38 km/h",
+          "42 km/h",
+          "22 km/h"
+        ]
+      },
+      {
+        "id": "weather_precip",
+        "component": "Col",
+        "label": "Precip Chance",
+        "type": "string",
+        "data": ["80%", "75%", "55%", "30%", "45%", "70%", "80%", "25%"]
+      },
+      {
+        "id": "weather_impact",
+        "component": "Col",
+        "label": "Operational Impact",
+        "type": "string",
+        "data": [
+          "Flash flood risk",
+          "Evacuation delays",
+          "Slippery roads",
+          "Improved access",
+          "Localized flooding",
+          "Route closures possible",
+          "Outdoor operations limited",
+          "Recovery window"
+        ]
+      },
+      {
+        "id": "sec_casualties",
+        "component": "SectionItem",
+        "value": "sec_casualties",
+        "trigger": "7. People Rescued and Casualties",
+        "content": ["casualties_table"]
+      },
+      {
+        "id": "casualties_table",
+        "component": "Table",
+        "columns": ["casualties_metric", "casualties_count", "casualties_change", "casualties_notes"]
+      },
+      {
+        "id": "casualties_metric",
+        "component": "Col",
+        "label": "Metric",
+        "type": "string",
+        "data": ["People rescued", "Fatalities", "Injured", "Missing"]
+      },
+      {
+        "id": "casualties_count",
+        "component": "Col",
+        "label": "Total So Far",
+        "type": "number",
+        "data": [312, 9, 143, 26]
+      },
+      {
+        "id": "casualties_change",
+        "component": "Col",
+        "label": "Change Last 6h",
+        "type": "string",
+        "data": ["+38", "+2", "+17", "-4"]
+      },
+      {
+        "id": "casualties_notes",
+        "component": "Col",
+        "label": "Notes",
+        "type": "string",
+        "data": [
+          "Live rescue operations",
+          "Confirmed by medical examiner",
+          "Transported to hospitals",
+          "Search and rescue active"
+        ]
+      },
+      {
+        "id": "sec_volunteers",
+        "component": "SectionItem",
+        "value": "sec_volunteers",
+        "trigger": "8. Volunteers on Duty and Assignments",
+        "content": ["volunteers_table"]
+      },
+      {
+        "id": "volunteers_table",
+        "component": "Table",
+        "columns": [
+          "volunteers_name",
+          "volunteers_role",
+          "volunteers_assignment",
+          "volunteers_shift",
+          "volunteers_status"
+        ]
+      },
+      {
+        "id": "volunteers_name",
+        "component": "Col",
+        "label": "Volunteer",
+        "type": "string",
+        "data": ["Maria Lopez", "Samir Patel", "Chen Wei", "Ava Johnson", "Diego Fernandez"]
+      },
+      {
+        "id": "volunteers_role",
+        "component": "Col",
+        "label": "Role",
+        "type": "string",
+        "data": [
+          "Medical Lead",
+          "Logistics Coordinator",
+          "Search and Rescue Zone Lead",
+          "Registration Officer",
+          "Communications Operator"
+        ]
+      },
+      {
+        "id": "volunteers_assignment",
+        "component": "Col",
+        "label": "Assignment",
+        "type": "string",
+        "data": [
+          "North Ridge Shelter",
+          "Supply Depot",
+          "Coastal Strip",
+          "Eastside Shelter",
+          "Coordination Center"
+        ]
+      },
+      {
+        "id": "volunteers_shift",
+        "component": "Col",
+        "label": "Shift",
+        "type": "string",
+        "data": ["06:00-14:00", "14:00-22:00", "22:00-06:00", "06:00-14:00", "14:00-22:00"]
+      },
+      {
+        "id": "volunteers_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["On duty", "On duty", "On duty", "On duty", "On duty"]
+      },
+      {
+        "id": "sec_donations",
+        "component": "SectionItem",
+        "value": "sec_donations",
+        "trigger": "9. Donations Received",
+        "content": ["donations_table"]
+      },
+      {
+        "id": "donations_table",
+        "component": "Table",
+        "columns": [
+          "donations_donor",
+          "donations_type",
+          "donations_amount",
+          "donations_received",
+          "donations_status"
+        ]
+      },
+      {
+        "id": "donations_donor",
+        "component": "Col",
+        "label": "Donor",
+        "type": "string",
+        "data": ["Red Cross", "Harbor Foods", "City Foundation", "Northside Church", "Tech Relief"]
+      },
+      {
+        "id": "donations_type",
+        "component": "Col",
+        "label": "Donation Type",
+        "type": "string",
+        "data": [
+          "Medical supplies",
+          "Food and water",
+          "Cash grant",
+          "Clothing",
+          "Communications equipment"
+        ]
+      },
+      {
+        "id": "donations_amount",
+        "component": "Col",
+        "label": "Value",
+        "type": "number",
+        "data": [25000, 18000, 50000, 5000, 12000]
+      },
+      {
+        "id": "donations_received",
+        "component": "Col",
+        "label": "Received At",
+        "type": "string",
+        "data": ["08:30", "09:15", "09:40", "10:05", "10:30"]
+      },
+      {
+        "id": "donations_status",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": ["Received", "Received", "Processing", "Sorting", "Received"]
+      },
+      {
+        "id": "sec_aid",
+        "component": "SectionItem",
+        "value": "sec_aid",
+        "trigger": "10. Aid Requests Awaiting Action",
+        "content": ["aid_table"]
+      },
+      {
+        "id": "aid_table",
+        "component": "Table",
+        "columns": ["aid_request", "aid_zone", "aid_priority", "aid_requested", "aid_status"]
+      },
+      {
+        "id": "aid_request",
+        "component": "Col",
+        "label": "Request",
+        "type": "string",
+        "data":
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..ad5551fe0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,1343 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency-coordination-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#DC2626",
+        "agentDisplayName": "Emergency Coordination Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency-coordination-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["main-header", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "main-header",
+          "component": "CardHeader",
+          "title": "🚨 Emergency Response Coordination Center",
+          "subtitle": "Live Operations Dashboard — Last Updated: 2025-01-15 14:32 UTC"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-resources", "tab-infrastructure", "tab-weather", "tab-operations", "tab-actions"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "📊 Overview",
+          "content": ["overview-layout"]
+        },
+        {
+          "id": "overview-layout",
+          "component": "Card",
+          "children": ["incidents-card", "severity-casualties-row"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "incidents-card",
+          "component": "Card",
+          "children": ["incidents-header", "incidents-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incidents-header",
+          "component": "CardHeader",
+          "title": "Active Incidents by Zone",
+          "subtitle": "7 active incidents across 4 zones"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-col-zone", "inc-col-type", "inc-col-severity", "inc-col-status", "inc-col-time"]
+        },
+        {
+          "id": "inc-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["Zone A — Downtown", "Zone A — Downtown", "Zone B — Riverside", "Zone B — Riverside", "Zone C — North Hills", "Zone D — Industrial", "Zone D — Industrial"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-type",
+          "component": "Col",
+          "label": "Incident Type",
+          "data": ["Structure Fire", "Gas Leak", "Flash Flood", "Building Collapse", "Wildfire Edge", "Chemical Spill", "Power Outage"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 Critical", "🟠 High", "🔴 Critical", "🟠 High", "🟠 High", "🔴 Critical", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Responding", "Contained", "Responding", "Responding", "Monitoring", "Responding", "Assessing"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-time",
+          "component": "Col",
+          "label": "Reported",
+          "data": ["06:12", "08:45", "03:20", "07:55", "11:30", "09:10", "12:05"],
+          "type": "string"
+        },
+        {
+          "id": "severity-casualties-row",
+          "component": "Card",
+          "children": ["severity-card", "casualties-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "severity-card",
+          "component": "Card",
+          "children": ["severity-header", "severity-chart"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "severity-header",
+          "component": "CardHeader",
+          "title": "Overall Severity Summary",
+          "subtitle": "Distribution of active incidents"
+        },
+        {
+          "id": "severity-chart",
+          "component": "PieChart",
+          "labels": ["Critical", "High", "Medium", "Low"],
+          "values": [3, 3, 1, 0],
+          "variant": "donut"
+        },
+        {
+          "id": "casualties-card",
+          "component": "Card",
+          "children": ["casualties-header", "casualties-content"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "casualties-header",
+          "component": "CardHeader",
+          "title": "People Rescued & Casualties",
+          "subtitle": "Cumulative totals since event onset"
+        },
+        {
+          "id": "casualties-content",
+          "component": "Table",
+          "columns": ["cas-col-metric", "cas-col-value"]
+        },
+        {
+          "id": "cas-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["People Rescued", "Fatalities", "Injured (Critical)", "Injured (Minor)", "Missing / Unaccounted", "Displaced"],
+          "type": "string"
+        },
+        {
+          "id": "cas-col-value",
+          "component": "Col",
+          "label": "Count",
+          "data": ["342", "4", "18", "67", "12", "1,240"],
+          "type": "string"
+        },
+        {
+          "id": "tab-resources",
+          "component": "TabItem",
+          "value": "resources",
+          "trigger": "🚑 Resources",
+          "content": ["resources-layout"]
+        },
+        {
+          "id": "resources-layout",
+          "component": "Card",
+          "children": ["assets-card", "volunteers-card", "donations-card"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "assets-card",
+          "component": "Card",
+          "children": ["assets-header", "assets-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "assets-header",
+          "component": "CardHeader",
+          "title": "Vehicles, Personnel & Supplies Available",
+          "subtitle": "Current available resources across all zones"
+        },
+        {
+          "id": "assets-table",
+          "component": "Table",
+          "columns": ["res-col-category", "res-col-item", "res-col-available", "res-col-deployed", "res-col-total"]
+        },
+        {
+          "id": "res-col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Vehicles", "Vehicles", "Vehicles", "Vehicles", "Personnel", "Personnel", "Personnel", "Supplies", "Supplies", "Supplies", "Supplies"],
+          "type": "string"
+        },
+        {
+          "id": "res-col-item",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Fire Engines", "Ambulances", "Rescue Trucks", "Helicopters", "Firefighters", "Paramedics", "Search & Rescue", "Water (liters)", "Medical Kits", "Blankets", "Food Rations"],
+          "type": "string"
+        },
+        {
+          "id": "res-col-available",
+          "component": "Col",
+          "label": "Available",
+          "data": ["4", "6", "3", "1", "22", "14", "8", "15,000", "120", "800", "2,400"],
+          "type": "string"
+        },
+        {
+          "id": "res-col-deployed",
+          "component": "Col",
+          "label": "Deployed",
+          "data": ["8", "10", "5", "2", "45", "20", "16", "35,000", "280", "1,200", "5,600"],
+          "type": "string"
+        },
+        {
+          "id": "res-col-total",
+          "component": "Col",
+          "label": "Total",
+          "data": ["12", "16", "8", "3", "67", "34", "24", "50,000", "400", "2,000", "8,000"],
+          "type": "string"
+        },
+        {
+          "id": "volunteers-card",
+          "component": "Card",
+          "children": ["volunteers-header", "volunteers-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "volunteers-header",
+          "component": "CardHeader",
+          "title": "Volunteers On Duty",
+          "subtitle": "18 volunteers currently active"
+        },
+        {
+          "id": "volunteers-table",
+          "component": "Table",
+          "columns": ["vol-col-name", "vol-col-assignment", "vol-col-zone", "vol-col-since"]
+        },
+        {
+          "id": "vol-col-name",
+          "component": "Col",
+          "label": "Name",
+          "data": ["Maria Santos", "James Okafor", "Lin Chen", "Ahmed Hassan", "Sarah Mitchell", "David Kim", "Elena Petrova", "Tom Bradley"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-assignment",
+          "component": "Col",
+          "label": "Assignment",
+          "data": ["Shelter Intake — Zone A", "Supply Distribution — Zone B", "Medical Triage — Zone C", "Route Guidance — Zone D", "Communications Support", "Logistics Coordination", "Shelter Management — Zone B", "Donation Sorting"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["A", "B", "C", "D", "HQ", "HQ", "B", "HQ"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-since",
+          "component": "Col",
+          "label": "On Duty Since",
+          "data": ["04:00", "05:30", "06:00", "06:15", "07:00", "07:30", "08:00", "09:00"],
+          "type": "string"
+        },
+        {
+          "id": "donations-card",
+          "component": "Card",
+          "children": ["donations-header", "donations-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "donations-header",
+          "component": "CardHeader",
+          "title": "Donations Received",
+          "subtitle": "Total value: $284,500"
+        },
+        {
+          "id": "donations-table",
+          "component": "Table",
+          "columns": ["don-col-source", "don-col-type", "don-col-amount", "don-col-date"]
+        },
+        {
+          "id": "don-col-source",
+          "component": "Col",
+          "label": "Source",
+          "data": ["Red Cross Regional", "City Emergency Fund", "Corporate — TechCorp", "Community Drive", "Federal FEMA Grant", "Anonymous Donor"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Monetary", "Monetary", "Supplies + Funds", "Supplies", "Monetary", "Monetary"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-amount",
+          "component": "Col",
+          "label": "Value",
+          "data": ["$75,000", "$50,000", "$45,000", "$12,500 (goods)", "$100,000", "$2,000"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-date",
+          "component": "Col",
+          "label": "Received",
+          "data": ["Jan 14", "Jan 14", "Jan 15", "Jan 15", "Jan 15", "Jan 15"],
+          "type": "string"
+        },
+        {
+          "id": "tab-infrastructure",
+          "component": "TabItem",
+          "value": "infrastructure",
+          "trigger": "🏗️ Infrastructure",
+          "content": ["infra-layout"]
+        },
+        {
+          "id": "infra-layout",
+          "component": "Card",
+          "children": ["shelters-card", "evac-routes-card", "roads-card", "hospitals-card", "comms-card"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "shelters-card",
+          "component": "Card",
+          "children": ["shelters-header", "shelters-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "shelters-header",
+          "component": "CardHeader",
+          "title": "Shelters — Capacity & Occupancy",
+          "subtitle": "5 shelters operational"
+        },
+        {
+          "id": "shelters-table",
+          "component": "Table",
+          "columns": ["shel-col-name", "shel-col-zone", "shel-col-capacity", "shel-col-occupancy", "shel-col-pct", "shel-col-status"]
+        },
+        {
+          "id": "shel-col-name",
+          "component": "Col",
+          "label": "Shelter",
+          "data": ["Central High School", "Riverside Community Ctr", "North Hills Church", "Industrial Park Gym", "Eastside Elementary"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["A", "B", "C", "D", "A"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-capacity",
+          "component": "Col",
+          "label": "Capacity",
+          "data": ["500", "350", "200", "300", "250"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-occupancy",
+          "component": "Col",
+          "label": "Occupancy",
+          "data": ["423", "310", "145", "278", "84"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-pct",
+          "component": "Col",
+          "label": "% Full",
+          "data": ["85%", "89%", "73%", "93%", "34%"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["⚠️ Near Capacity", "⚠️ Near Capacity", "✅ Accepting", "🔴 At Limit", "✅ Accepting"],
+          "type": "string"
+        },
+        {
+          "id": "evac-routes-card",
+          "component": "Card",
+          "children": ["evac-header", "evac-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "evac-header",
+          "component": "CardHeader",
+          "title": "Evacuation Routes Status",
+          "subtitle": "6 designated routes"
+        },
+        {
+          "id": "evac-table",
+          "component": "Table",
+          "columns": ["evac-col-route", "evac-col-from", "evac-col-to", "evac-col-status", "evac-col-notes"]
+        },
+        {
+          "id": "evac-col-route",
+          "component": "Col",
+          "label": "Route",
+          "data": ["Route Alpha", "Route Bravo", "Route Charlie", "Route Delta", "Route Echo", "Route Foxtrot"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-from",
+          "component": "Col",
+          "label": "From",
+          "data": ["Zone A", "Zone A", "Zone B", "Zone B", "Zone C", "Zone D"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-to",
+          "component": "Col",
+          "label": "To",
+          "data": ["Eastside Shelter", "Central HS", "Riverside Ctr", "North Hills", "South Safe Zone", "Industrial Gym"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Open", "✅ Open", "⚠️ Congested", "🔴 Blocked", "✅ Open", "⚠️ Partial"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-notes",
+          "component": "Col",
+          "label": "Notes",
+          "data": ["Flowing normally", "Minor delays at intersection 5th & Main", "Heavy traffic, ETA +40 min", "Bridge damage at River Rd", "Clear", "One lane open, debris on shoulder"],
+          "type": "string"
+        },
+        {
+          "id": "roads-card",
+          "component": "Card",
+          "children": ["roads-header", "roads-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "roads-header",
+          "component": "CardHeader",
+          "title": "Roads Closed",
+          "subtitle": "4 roads currently closed"
+        },
+        {
+          "id": "roads-table",
+          "component": "Table",
+          "columns": ["road-col-name", "road-col-zone", "road-col-reason", "road-col-since", "road-col-eta"]
+        },
+        {
+          "id": "road-col-name",
+          "component": "Col",
+          "label": "Road",
+          "data": ["River Road (Bridge)", "5th Avenue & Main St", "Industrial Blvd (Mile 3-5)", "Hillcrest Drive"],
+          "type": "string"
+        },
+        {
+          "id": "road-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["B", "A", "D", "C"],
+          "type": "string"
+        },
+        {
+          "id": "road-col-reason",
+          "component": "Col",
+          "label": "Reason",
+          "data": ["Structural damage to bridge", "Gas leak — hazard zone", "Chemical spill containment", "Wildfire proximity"],
+          "type": "string"
+        },
+        {
+          "id": "road-col-since",
+          "component": "Col",
+          "label": "Closed Since",
+          "data": ["03:45", "09:00", "09:30", "12:00"],
+          "type": "string"
+        },
+        {
+          "id": "road-col-eta",
+          "component": "Col",
+          "label": "Est. Reopen",
+          "data": ["Unknown — engineering assess", "16:00 (pending all-clear)", "Jan 16 08:00", "Unknown"],
+          "type": "string"
+        },
+        {
+          "id": "hospitals-card",
+          "component": "Card",
+          "children": ["hospitals-header", "hospitals-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "hospitals-header",
+          "component": "CardHeader",
+          "title": "Nearby Hospitals — Bed Availability",
+          "subtitle": "4 facilities within response radius"
+        },
+        {
+          "id": "hospitals-table",
+          "component": "Table",
+          "columns": ["hosp-col-name", "hosp-col-distance", "hosp-col-free-beds", "hosp-col-icu", "hosp-col-status"]
+        },
+        {
+          "id": "hosp-col-name",
+          "component": "Col",
+          "label": "Hospital",
+          "data": ["St. Mary's General", "County Medical Center", "Riverside Urgent Care", "North Hills Clinic"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-distance",
+          "component": "Col",
+          "label": "Distance",
+          "data": ["2.1 km", "4.5 km", "3.2 km", "6.8 km"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-free-beds",
+          "component": "Col",
+          "label": "Free Beds",
+          "data": ["12", "28", "5", "15"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-icu",
+          "component": "Col",
+          "label": "ICU Available",
+          "data": ["2", "6", "0", "3"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["⚠️ Strained", "✅ Accepting", "🔴 ICU Full", "✅ Accepting"],
+          "type": "string"
+        },
+        {
+          "id": "comms-card",
+          "component": "Card",
+          "children": ["comms-header", "comms-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "comms-header",
+          "component": "CardHeader",
+          "title": "Communication Channels Status",
+          "subtitle": "6 channels monitored"
+        },
+        {
+          "id": "comms-table",
+          "component": "Table",
+          "columns": ["comm-col-channel", "comm-col-status", "comm-col-notes"]
+        },
+        {
+          "id": "comm-col-channel",
+          "component": "Col",
+          "label": "Channel",
+          "data": ["Radio — Primary (154.2 MHz)", "Radio — Backup (155.8 MHz)", "Cellular Network", "Satellite Phone", "Internet / Email", "Public Alert System (EAS)"],
+          "type": "string"
+        },
+        {
+          "id": "comm-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Operational", "✅ Operational", "⚠️ Degraded", "✅ Operational", "🔴 Down", "✅ Operational"],
+          "type": "string"
+        },
+        {
+          "id": "comm-col-notes",
+          "component": "Col",
+          "label": "Notes",
+          "data": ["All units responding", "Standby — tested 13:00", "Zone D tower damaged, patchy coverage", "3 units available", "ISP outage in Zone D, ETA 4hrs", "Last broadcast 14:00"],
+          "type": "string"
+        },
+        {
+          "id": "tab-weather",
+          "component": "TabItem",
+          "value": "weather",
+          "trigger": "🌦️ Weather",
+          "content": ["weather-layout"]
+        },
+        {
+          "id": "weather-layout",
+          "component": "Card",
+          "children": ["weather-header", "weather-alert", "weather-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "weather-header",
+          "component": "CardHeader",
+          "title": "48-Hour Weather Forecast",
+          "subtitle": "Source: National Weather Service — Updated 14:00 UTC"
+        },
+        {
+          "id": "weather-alert",
+          "component": "Alert",
+          "title": "⚠️ Flash Flood Warning in Effect",
+          "description": "Heavy rainfall expected Jan 15 18:00 – Jan 16 06:00. Zone B (Riverside) at elevated risk. Additional 3-5 inches of rain possible.",
+          "variant": "warning"
+        },
+        {
+          "id": "weather-table",
+          "component": "Table",
+          "columns": ["wx-col-period", "wx-col-conditions", "wx-col-temp", "wx-col-wind", "wx-col-precip", "wx-col-impact"]
+        },
+        {
+          "id": "wx-col-period",
+          "component": "Col",
+          "label": "Period",
+          "data": ["Jan 15, 15:00–18:00", "Jan 15, 18:00–21:00", "Jan 15, 21:00–00:00", "Jan 16, 00:00–06:00", "Jan 16, 06:00–12:00", "Jan 16, 12:00–18:00", "Jan 17, 00:00–06:00", "Jan 17, 06:00–12:00"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-conditions",
+          "component": "Col",
+          "label": "Conditions",
+          "data": ["Overcast", "Heavy Rain", "Heavy Rain / Thunder", "Heavy Rain", "Rain tapering", "Partly Cloudy", "Clear", "Sunny"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-temp",
+          "component": "Col",
+          "label": "Temp",
+          "data": ["58°F", "54°F", "52°F", "50°F", "53°F", "57°F", "48°F", "55°F"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-wind",
+          "component": "Col",
+          "label": "Wind",
+          "data": ["12 mph SW", "22 mph SW", "28 mph W", "25 mph W", "18 mph NW", "10 mph NW", "8 mph N", "6 mph NE"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-precip",
+          "component": "Col",
+          "label": "Precip",
+          "data": ["10%", "80%", "90%", "85%", "60%", "20%", "5%", "0%"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-impact",
+          "component": "Col",
+          "label": "Ops Impact",
+          "data": ["Low", "HIGH — flooding risk", "HIGH — visibility, flooding", "HIGH — flooding risk", "Moderate", "Low", "None", "None"],
+          "type": "string"
+        },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "📋 Operations",
+          "content": ["ops-layout"]
+        },
+        {
+          "id": "ops-layout",
+          "component": "Card",
+          "children": ["aid-requests-card", "open-tasks-card"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "aid-requests-card",
+          "component": "Card",
+          "children": ["aid-header", "aid-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "aid-header",
+          "component": "CardHeader",
+          "title": "Aid Requests Awaiting Action",
+          "subtitle": "5 pending requests"
+        },
+        {
+          "id": "aid-table",
+          "component": "Table",
+          "columns": ["aid-col-id", "aid-col-zone", "aid-col-request", "aid-col-priority", "aid-col-submitted", "aid-col-status"]
+        },
+        {
+          "id": "aid-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["AR-041", "AR-042", "AR-043", "AR-044", "AR-045"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["B", "A", "D", "C", "B"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-request",
+          "component": "Col",
+          "label": "Request",
+          "data": ["Additional sandbags (500 units)", "Insulin supply for 12 patients", "HAZMAT team for chemical spill", "Generator for North Hills shelter", "Boat rescue team — 3 stranded families"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Urgent", "🟠 High", "🔴 Urgent", "🟡 Medium", "🔴 Urgent"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-submitted",
+          "component": "Col",
+          "label": "Submitted",
+          "data": ["12:30", "13:00", "09:15", "11:45", "14:10"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Awaiting Assignment", "Sourcing", "Awaiting Assignment", "Queued", "Awaiting Assignment"],
+          "type": "string"
+        },
+        {
+          "id": "open-tasks-card",
+          "component": "Card",
+          "children": ["tasks-header", "tasks-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "tasks-header",
+          "component": "CardHeader",
+          "title": "Open Tasks",
+          "subtitle": "8 tasks in progress or pending"
+        },
+        {
+          "id": "tasks-table",
+          "component": "Table",
+          "columns": ["task-col-id", "task-col-desc", "task-col-assignee", "task-col-priority", "task-col-due", "task-col-status"]
+        },
+        {
+          "id": "task-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["T-101", "T-102", "T-103", "T-104", "T-105", "T-106", "T-107", "T-108"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-desc",
+          "component": "Col",
+          "label": "Task",
+          "data": ["Deploy sandbags along River Rd", "Coordinate helicopter medevac — Zone C", "Restore comms tower Zone D", "Set up triage tent at Central HS", "Conduct door-to-door check Zone B", "Arrange transport for 40 displaced", "File damage assessment — Zone A", "Restock medical supplies at Riverside"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-assignee",
+          "component": "Col",
+          "label": "Assignee",
+          "data": ["Team Bravo (6)", "Air Unit 1 + Paramedic Team", "Comms Unit — J. Park", "Medical Team Lead — Dr. Reeves", "SAR Team 3 (4 members)", "Transport Unit — M. Diaz", "Assessment Team — K. Wong", "Logistics — S. Patel"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Urgent", "🔴 Urgent", "🟠 High", "🟠 High", "🟠 High", "🟡 Medium", "🟡 Medium", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-due",
+          "component": "Col",
+          "label": "Due",
+          "data": ["16:00", "15:00", "18:00", "17:00", "20:00", "18:00", "Jan 16", "Jan 16"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "In Progress", "In Progress", "Pending", "In Progress", "Pending", "Not Started", "Not Started"],
+          "type": "string"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "⚡ Actions",
+          "content": ["actions-layout"]
+        },
+        {
+          "id": "actions-layout",
+          "component": "Card",
+          "children": ["resource-request-card", "broadcast-card", "zone-focus-card", "sitrep-card"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "resource-request-card",
+          "component": "Card",
+          "children": ["resource-request-header", "resource-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "resource-request-header",
+          "component": "CardHeader",
+          "title": "Request Additional Resources",
+          "subtitle": "Submit a request for vehicles, personnel, or supplies"
+        },
+        {
+          "id": "resource-form",
+          "component": "Form",
+          "name": "resource_request",
+          "fields": ["rf-type-control", "rf-qty-control", "rf-zone-control", "rf-notes-control"],
+          "buttons": "rf-buttons"
+        },
+        {
+          "id": "rf-type-control",
+          "component": "FormControl",
+          "label": "Resource Type",
+          "input": "rf-type-select"
+        },
+        {
+          "id": "rf-type-select",
+          "component": "Select",
+          "name": "resource_type",
+          "placeholder": "Select resource type...",
+          "items": ["rf-opt-vehicles", "rf-opt-personnel", "rf-opt-supplies", "rf-opt-equipment", "rf-opt-medical"]
+        },
+        {
+          "id": "rf-opt-vehicles",
+          "component": "SelectItem",
+          "value": "vehicles",
+          "label": "Vehicles (Fire, Ambulance, Rescue)"
+        },
+        {
+          "id": "rf-opt-personnel",
+          "component": "SelectItem",
+          "value": "personnel",
+          "label": "Personnel (Firefighters, Paramedics, SAR)"
+        },
+        {
+          "id": "rf-opt-supplies",
+          "component": "SelectItem",
+          "value": "supplies",
+          "label": "Supplies (Water, Food, Blankets, Medical)"
+        },
+        {
+          "id": "rf-opt-equipment",
+          "component": "SelectItem",
+          "value": "equipment",
+          "label": "Equipment (Generators, Pumps, Comms)"
+        },
+        {
+          "id": "rf-opt-medical",
+          "component": "SelectItem",
+          "value": "medical",
+          "label": "Medical (Kits, Medications, Blood)"
+        },
+        {
+          "id": "rf-qty-control",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "rf-qty-input",
+          "hint": "Number of units or amount needed"
+        },
+        {
+          "id": "rf-qty-input",
+          "component": "Input",
+          "name": "quantity",
+          "type": "number",
+          "placeholder": "e.g., 50"
+        },
+        {
+          "id": "rf-zone-control",
+          "component": "FormControl",
+          "label": "Destination Zone",
+          "input": "rf-zone-select"
+        },
+        {
+          "id": "rf-zone-select",
+          "component": "Select",
+          "name": "zone",
+          "placeholder": "Select zone...",
+          "items": ["rf-zone-a", "rf-zone-b", "rf-zone-c", "rf-zone-d", "rf-zone-hq"]
+        },
+        {
+          "id": "rf-zone-a",
+          "component": "SelectItem",
+          "value": "zone_a",
+          "label": "Zone A — Downtown"
+        },
+        {
+          "id": "rf-zone-b",
+          "component": "SelectItem",
+          "value": "zone_b",
+          "label": "Zone B — Riverside"
+        },
+        {
+          "id": "rf-zone-c",
+          "component": "SelectItem",
+          "value": "zone_c",
+          "label": "Zone C — North Hills"
+        },
+        {
+          "id": "rf-zone-d",
+          "component": "SelectItem",
+          "value": "zone_d",
+          "label": "Zone D — Industrial"
+        },
+        {
+          "id": "rf-zone-hq",
+          "component": "SelectItem",
+          "value": "hq",
+          "label": "HQ / Staging Area"
+        },
+        {
+          "id": "rf-notes-control",
+          "component": "FormControl",
+          "label": "Additional Notes",
+          "input": "rf-notes-textarea"
+        },
+        {
+          "id": "rf-notes-textarea",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Any specific requirements or urgency details...",
+          "rows": 3
+        },
+        {
+          "id": "rf-buttons",
+          "component": "Buttons",
+          "buttons": ["rf-submit-btn"]
+        },
+        {
+          "id": "rf-submit-btn",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "broadcast-card",
+          "component": "Card",
+          "children": ["broadcast-header", "broadcast-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "broadcast-header",
+          "component": "CardHeader",
+          "title": "Broadcast Update",
+          "subtitle": "Send a message to all units and public channels"
+        },
+        {
+          "id": "broadcast-form",
+          "component": "Form",
+          "name": "broadcast_update",
+          "fields": ["bc-channel-control", "bc-priority-control", "bc-message-control"],
+          "buttons": "bc-buttons"
+        },
+        {
+          "id": "bc-channel-control",
+          "component": "FormControl",
+          "label": "Broadcast Channel",
+          "input": "bc-channel-select"
+        },
+        {
+          "id": "bc-channel-select",
+          "component": "Select",
+          "name": "channel",
+          "placeholder": "Select channel...",
+          "items": ["bc-ch-all", "bc-ch-radio", "bc-ch-public", "bc-ch-internal"]
+        },
+        {
+          "id": "bc-ch-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Channels"
+        },
+        {
+          "id": "bc-ch-radio",
+          "component": "SelectItem",
+          "value": "radio",
+          "label": "Radio Only"
+        },
+        {
+          "id": "bc-ch-public",
+          "component": "SelectItem",
+          "value": "public",
+          "label": "Public Alert (EAS)"
+        },
+        {
+          "id": "bc-ch-internal",
+          "component": "SelectItem",
+          "value": "internal",
+          "label": "Internal Units Only"
+        },
+        {
+          "id": "bc-priority-control",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "bc-priority-select"
+        },
+        {
+          "id": "bc-priority-select",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority...",
+          "items": ["bc-p-critical", "bc-p-high", "bc-p-routine"]
+        },
+        {
+          "id": "bc-p-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "🔴 Critical — Immediate"
+        },
+        {
+          "id": "bc-p-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🟠 High — Urgent"
+        },
+        {
+          "id": "bc-p-routine",
+          "component": "SelectItem",
+          "value": "routine",
+          "label": "🟢 Routine"
+        },
+        {
+          "id": "bc-message-control",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "bc-message-textarea"
+        },
+        {
+          "id": "bc-message-textarea",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Enter broadcast message...",
+          "rows": 4
+        },
+        {
+          "id": "bc-buttons",
+          "component": "Buttons",
+          "buttons": ["bc-send-btn"]
+        },
+        {
+          "id": "bc-send-btn",
+          "component": "Button",
+          "label": "📡 Send Broadcast",
+          "variant": "primary",
+          "size": "large",
+          "type": "destructive"
+        },
+        {
+          "id": "zone-focus-card",
+          "component": "Card",
+          "children": ["zone-focus-header", "zone-focus-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "zone-focus-header",
+          "component": "CardHeader",
+          "title": "Focus on Zone",
+          "subtitle": "Drill down into a specific zone for detailed status"
+        },
+        {
+          "id": "zone-focus-form",
+          "component": "Form",
+          "name": "zone_focus",
+          "fields": ["zf-zone-control", "zf-detail-control"],
+          "buttons": "zf-buttons"
+        },
+        {
+          "id": "zf-zone-control",
+          "component": "FormControl",
+          "label": "Select Zone",
+          "input": "zf-zone-select"
+        },
+        {
+          "id": "zf-zone-select",
+          "component": "Select",
+          "name": "focus_zone",
+          "placeholder": "Choose a zone to focus...",
+          "items": ["zf-z-a", "zf-z-b", "zf-z-c", "zf-z-d"]
+        },
+        {
+          "id": "zf-z-a",
+          "component": "SelectItem",
+          "value": "zone_a",
+          "label": "Zone A — Downtown (2 incidents)"
+        },
+        {
+          "id": "zf-z-b",
+          "component": "SelectItem",
+          "value": "zone_b",
+          "label": "Zone B — Riverside (2 incidents)"
+        },
+        {
+          "id": "zf-z-c",
+          "component": "SelectItem",
+          "value": "zone_c",
+          "label": "Zone C — North Hills (1 incident)"
+        },
+        {
+          "id": "zf-z-d",
+          "component": "SelectItem",
+          "value": "zone_d",
+          "label": "Zone D — Industrial (2 incidents)"
+        },
+        {
+          "id": "zf-detail-control",
+          "component": "FormControl",
+          "label": "Detail Level",
+          "input": "zf-detail-select"
+        },
+        {
+          "id": "zf-detail-select",
+          "component": "Select",
+          "name": "detail_level",
+          "placeholder": "Select detail level...",
+          "items": ["zf-d-summary", "zf-d-full", "zf-d-resources"]
+        },
+        {
+          "id": "zf-d-summary",
+          "component": "SelectItem",
+          "value": "summary",
+          "label": "Summary Overview"
+        },
+        {
+          "id": "zf-d-full",
+          "component": "SelectItem",
+          "value": "full",
+          "label": "Full Zone Report (incidents, resources, shelters)"
+        },
+        {
+          "id": "zf-d-resources",
+          "component": "SelectItem",
+          "value": "resources",
+          "label": "Resources & Personnel Only"
+        },
+        {
+          "id": "zf-buttons",
+          "component": "Buttons",
+          "buttons": ["zf-go-btn"]
+        },
+        {
+          "id": "zf-go-btn",
+          "component": "Button",
+          "label": "🔍 Focus on Zone",
+          "variant": "secondary",
+          "size": "large"
+        },
+        {
+          "id": "sitrep-card",
+          "component": "Card",
+          "children": ["sitrep-header", "sitrep-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "sitrep-header",
+          "component": "CardHeader",
+          "title": "File Situation Report (SITREP)",
+          "subtitle": "Submit a formal situation report for the record"
+        },
+        {
+          "id": "sitrep-form",
+          "component": "Form",
+          "name": "situation_report",
+          "fields": ["sr-period-control", "sr-classification-control", "sr-summary-control", "sr-actions-control", "sr-needs-control"],
+          "buttons": "sr-buttons"
+        },
+        {
+          "id": "sr-period-control",
+          "component": "FormControl",
+          "label": "Reporting Period",
+          "input": "sr-period-select"
+        },
+        {
+          "id": "sr-period-select",
+          "component": "Select",
+          "name": "period",
+          "placeholder": "Select period...",
+          "items": ["sr-p-1", "sr-p-2", "sr-p-3"]
+        },
+        {
+          "id": "sr-p-1",
+          "component": "SelectItem",
+          "value": "0600_1200",
+          "label": "06:00 – 12:00 UTC"
+        },
+        {
+          "id": "sr-p-2",
+          "component": "SelectItem",
+          "value": "1200_1800",
+          "label": "12:00 – 18:00 UTC"
+        },
+        {
+          "id": "sr-p-3",
+          "component": "SelectItem",
+          "value": "1800_0000",
+          "label": "18:00 – 00:00 UTC"
+        },
+        {
+          "id": "sr-classification-control",
+          "component": "FormControl",
+          "label": "Classification",
+          "input": "sr-class-select"
+        },
+        {
+          "id": "sr-class-select",
+          "component": "Select",
+          "name": "classification",
+          "placeholder": "Select classification...",
+          "items": ["sr-c-routine", "sr-c-priority", "sr-c-flash"]
+        },
+        {
+          "id": "sr-c-routine",
+          "component": "SelectItem",
+          "value": "routine",
+          "label": "ROUTINE"
+        },
+        {
+          "id": "sr-c-priority",
+          "component": "SelectItem",
+          "value": "priority",
+          "label": "PRIORITY"
+        },
+        {
+          "id": "sr-c-flash",
+          "component": "SelectItem",
+          "value": "flash",
+          "label": "FLASH — Immediate Attention"
+        },
+        {
+          "id": "sr-summary-control",
+          "component": "FormControl",
+          "label": "Situation Summary",
+          "input": "sr-summary-textarea",
+          "hint": "Describe current situation, incidents, and developments"
+        },
+        {
+          "id": "sr-summary-textarea",
+          "component": "TextArea",
+          "name": "summary",
+          "placeholder": "Current situation overview...",
+          "rows": 4
+        },
+        {
+          "id": "sr-actions-control",
+          "component": "FormControl",
+          "label": "Actions Taken",
+          "input": "sr-actions-textarea",
+          "hint": "List actions completed during this period"
+        },
+        {
+          "id": "sr-actions-textarea",
+          "component": "TextArea",
+          "name": "actions_taken",
+          "placeholder": "Actions taken during reporting period...",
+          "rows": 3
+        },
+        {
+          "id": "sr-needs-control",
+          "component": "FormControl",
+          "label": "Outstanding Needs",
+          "input": "sr-needs-textarea",
+          "hint": "Resources or support still required"
+        },
+        {
+          "id": "sr-needs-textarea",
+          "component": "TextArea",
+          "name": "needs",
+          "placeholder": "Unmet needs or resource gaps...",
+          "rows": 3
+        },
+        {
+          "id": "sr-buttons",
+          "component": "Buttons",
+          "buttons": ["sr-submit-btn", "sr-draft-btn"]
+        },
+        {
+          "id": "sr-submit-btn",
+          "component": "Button",
+          "label": "📄 Submit SITREP",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "sr-draft-btn",
+          "component": "Button",
+          "label": "Save as Draft",
+          "variant": "secondary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Emergency Response Coordination Center** — a single-screen dashboard organized into 6 tabs covering all 18 requirements:
+
+| Tab | Covers Items |
+|-----|-------------|
+| **📊 Overview** | ① Active incidents by zone/severity, ② Severity summary (donut chart), ⑦ Rescued & casualties |
+| **🚑 Resources** | ③ Vehicles/personnel/supplies, ⑧ Volunteers + assignments, ⑨ Donations received |
+| **🏗️ Infrastructure** | ④ Shelters w/ capacity, ⑤ Evacuation routes, ⑫ Roads closed, ⑬ Hospitals w/ free beds, ⑪ Comms channels |
+| **🌦️ Weather** | ⑥ 48-hour forecast with ops impact |
+| **📋 Operations** | ⑩ Aid requests pending, ⑭ Open tasks w/ assignees |
+| **⚡ Actions** | ⑮ Request resources form, ⑯ Broadcast update form, ⑰ Zone focus selector, ⑱ SITREP filing form |
+
+All data is populated with realistic sample scenarios. The action forms include proper validation fields, dropdowns, and submit buttons ready for backend integration.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..d44d5e464
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,1332 @@
+Here's a comprehensive Emergency Response Coordination Center dashboard covering all 18 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "emergency-coordination-center",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#DC2626",
+        "agentDisplayName": "Emergency Coordination Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "emergency-coordination-center",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "alert-banner", "zone-focus", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🚨 Emergency Response Coordination Center",
+          "subtitle": "Live Operations Dashboard — Last updated: 2025-01-15 14:32 UTC"
+        },
+        {
+          "id": "alert-banner",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "ACTIVE EMERGENCY: Hurricane Delta — Category 3",
+          "description": "Multiple zones affected. All response teams on high alert. Next briefing at 15:00 UTC."
+        },
+        {
+          "id": "zone-focus",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["zone-focus-label", "zone-select"],
+          "direction": "row",
+          "gap": "m",
+          "align": "center"
+        },
+        {
+          "id": "zone-focus-label",
+          "component": "Label",
+          "text": "🔍 Focus Zone:"
+        },
+        {
+          "id": "zone-select",
+          "component": "Select",
+          "name": "focus_zone",
+          "placeholder": "All Zones",
+          "items": ["zone-opt-all", "zone-opt-north", "zone-opt-south", "zone-opt-east", "zone-opt-west", "zone-opt-central"]
+        },
+        {
+          "id": "zone-opt-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Zones"
+        },
+        {
+          "id": "zone-opt-north",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "Zone North"
+        },
+        {
+          "id": "zone-opt-south",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "Zone South"
+        },
+        {
+          "id": "zone-opt-east",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "Zone East"
+        },
+        {
+          "id": "zone-opt-west",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "Zone West"
+        },
+        {
+          "id": "zone-opt-central",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Zone Central"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-resources", "tab-operations", "tab-comms", "tab-actions"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "📊 Overview",
+          "content": ["overview-grid", "incidents-section"]
+        },
+        {
+          "id": "overview-grid",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["severity-card", "casualties-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "severity-card",
+          "component": "Card",
+          "children": ["severity-title", "severity-pie"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "severity-title",
+          "component": "Heading",
+          "text": "Overall Severity Summary",
+          "level": "h3"
+        },
+        {
+          "id": "severity-pie",
+          "component": "PieChart",
+          "labels": ["Critical", "High", "Moderate", "Low"],
+          "values": [4, 7, 12, 9],
+          "variant": "donut"
+        },
+        {
+          "id": "casualties-card",
+          "component": "Card",
+          "children": ["casualties-title", "rescued-stat", "casualties-stat", "missing-stat"],
+          "direction": "column",
+          "gap": "s",
+          "weight": 1
+        },
+        {
+          "id": "casualties-title",
+          "component": "Heading",
+          "text": "People Rescued & Casualties",
+          "level": "h3"
+        },
+        {
+          "id": "rescued-stat",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "✅ Rescued: 342",
+          "description": "Last rescue: 14:10 UTC — Zone East, flood extraction"
+        },
+        {
+          "id": "casualties-stat",
+          "component": "TextCallout",
+          "variant": "danger",
+          "title": "❌ Casualties: 18",
+          "description": "Confirmed fatalities across all zones"
+        },
+        {
+          "id": "missing-stat",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "⚠️ Missing: 27",
+          "description": "Search operations ongoing in Zones North and Central"
+        },
+        {
+          "id": "incidents-section",
+          "component": "Card",
+          "children": ["incidents-title", "incidents-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "incidents-title",
+          "component": "Heading",
+          "text": "Active Incidents by Zone",
+          "level": "h3"
+        },
+        {
+          "id": "incidents-table",
+          "component": "Table",
+          "columns": ["inc-col-id", "inc-col-zone", "inc-col-type", "inc-col-severity", "inc-col-status", "inc-col-time"]
+        },
+        {
+          "id": "inc-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["INC-001", "INC-002", "INC-003", "INC-004", "INC-005", "INC-006", "INC-007", "INC-008"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["North", "North", "South", "East", "East", "West", "Central", "Central"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Flooding", "Structural Collapse", "Power Outage", "Flooding", "Chemical Spill", "Landslide", "Fire", "Medical Emergency"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["🔴 Critical", "🔴 Critical", "🟡 Moderate", "🔴 Critical", "🟠 High", "🟠 High", "🟠 High", "🟡 Moderate"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Active", "Active", "Monitoring", "Active", "Contained", "Active", "Responding", "Stabilized"],
+          "type": "string"
+        },
+        {
+          "id": "inc-col-time",
+          "component": "Col",
+          "label": "Reported",
+          "data": ["06:15", "08:42", "09:30", "07:05", "10:18", "11:45", "12:20", "13:55"],
+          "type": "string"
+        },
+        {
+          "id": "tab-resources",
+          "component": "TabItem",
+          "value": "resources",
+          "trigger": "🚑 Resources",
+          "content": ["assets-card", "shelters-card", "hospitals-card", "donations-card"]
+        },
+        {
+          "id": "assets-card",
+          "component": "Card",
+          "children": ["assets-title", "assets-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "assets-title",
+          "component": "Heading",
+          "text": "Vehicles, Personnel & Supplies Available",
+          "level": "h3"
+        },
+        {
+          "id": "assets-table",
+          "component": "Table",
+          "columns": ["asset-col-category", "asset-col-item", "asset-col-total", "asset-col-deployed", "asset-col-available"]
+        },
+        {
+          "id": "asset-col-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Vehicles", "Vehicles", "Vehicles", "Personnel", "Personnel", "Personnel", "Supplies", "Supplies", "Supplies"],
+          "type": "string"
+        },
+        {
+          "id": "asset-col-item",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Ambulances", "Fire Trucks", "Rescue Boats", "Paramedics", "Firefighters", "Search & Rescue", "Medical Kits", "Water (liters)", "Blankets"],
+          "type": "string"
+        },
+        {
+          "id": "asset-col-total",
+          "component": "Col",
+          "label": "Total",
+          "data": ["24", "18", "12", "85", "120", "45", "500", "50000", "3000"],
+          "type": "string"
+        },
+        {
+          "id": "asset-col-deployed",
+          "component": "Col",
+          "label": "Deployed",
+          "data": ["19", "15", "10", "72", "98", "38", "380", "42000", "2400"],
+          "type": "string"
+        },
+        {
+          "id": "asset-col-available",
+          "component": "Col",
+          "label": "Available",
+          "data": ["5", "3", "2", "13", "22", "7", "120", "8000", "600"],
+          "type": "string"
+        },
+        {
+          "id": "shelters-card",
+          "component": "Card",
+          "children": ["shelters-title", "shelters-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "shelters-title",
+          "component": "Heading",
+          "text": "Shelters — Capacity & Occupancy",
+          "level": "h3"
+        },
+        {
+          "id": "shelters-table",
+          "component": "Table",
+          "columns": ["shel-col-name", "shel-col-zone", "shel-col-capacity", "shel-col-occupancy", "shel-col-pct", "shel-col-status"]
+        },
+        {
+          "id": "shel-col-name",
+          "component": "Col",
+          "label": "Shelter",
+          "data": ["Central High School", "Community Center A", "Sports Arena", "Church Hall", "Convention Center", "Elementary School B"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["Central", "North", "East", "South", "West", "North"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-capacity",
+          "component": "Col",
+          "label": "Capacity",
+          "data": ["500", "300", "800", "200", "1200", "250"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-occupancy",
+          "component": "Col",
+          "label": "Occupancy",
+          "data": ["462", "289", "650", "198", "890", "245"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-pct",
+          "component": "Col",
+          "label": "Fill %",
+          "data": ["92%", "96%", "81%", "99%", "74%", "98%"],
+          "type": "string"
+        },
+        {
+          "id": "shel-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["⚠️ Near Full", "🔴 Full", "✅ Open", "🔴 Full", "✅ Open", "🔴 Full"],
+          "type": "string"
+        },
+        {
+          "id": "hospitals-card",
+          "component": "Card",
+          "children": ["hospitals-title", "hospitals-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "hospitals-title",
+          "component": "Heading",
+          "text": "Nearby Hospitals — Free Beds",
+          "level": "h3"
+        },
+        {
+          "id": "hospitals-table",
+          "component": "Table",
+          "columns": ["hosp-col-name", "hosp-col-distance", "hosp-col-total-beds", "hosp-col-free-beds", "hosp-col-icu-free", "hosp-col-status"]
+        },
+        {
+          "id": "hosp-col-name",
+          "component": "Col",
+          "label": "Hospital",
+          "data": ["St. Mary's General", "City Medical Center", "Riverside Hospital", "North District Clinic", "Emergency Field Hospital"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-distance",
+          "component": "Col",
+          "label": "Distance",
+          "data": ["2.3 km", "5.1 km", "8.7 km", "12.4 km", "0.5 km"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-total-beds",
+          "component": "Col",
+          "label": "Total Beds",
+          "data": ["320", "450", "280", "120", "100"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-free-beds",
+          "component": "Col",
+          "label": "Free Beds",
+          "data": ["45", "12", "78", "35", "62"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-icu-free",
+          "component": "Col",
+          "label": "ICU Free",
+          "data": ["3", "0", "8", "5", "10"],
+          "type": "string"
+        },
+        {
+          "id": "hosp-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["⚠️ Limited", "🔴 Critical", "✅ Accepting", "✅ Accepting", "✅ Accepting"],
+          "type": "string"
+        },
+        {
+          "id": "donations-card",
+          "component": "Card",
+          "children": ["donations-title", "donations-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "donations-title",
+          "component": "Heading",
+          "text": "Donations Received",
+          "level": "h3"
+        },
+        {
+          "id": "donations-table",
+          "component": "Table",
+          "columns": ["don-col-donor", "don-col-type", "don-col-amount", "don-col-date", "don-col-status"]
+        },
+        {
+          "id": "don-col-donor",
+          "component": "Col",
+          "label": "Donor",
+          "data": ["Red Cross", "UNICEF", "Local Business Assoc.", "City Council Fund", "Anonymous", "National Guard"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Financial", "Medical Supplies", "Food & Water", "Financial", "Clothing", "Equipment"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-amount",
+          "component": "Col",
+          "label": "Amount/Qty",
+          "data": ["$250,000", "500 kits", "10,000 meals", "$100,000", "2,000 items", "15 generators"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Jan 14", "Jan 14", "Jan 15", "Jan 15", "Jan 15", "Jan 15"],
+          "type": "string"
+        },
+        {
+          "id": "don-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Received", "🚚 In Transit", "✅ Received", "✅ Received", "📦 Processing", "✅ Received"],
+          "type": "string"
+        },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "⚙️ Operations",
+          "content": ["evacuation-card", "roads-card", "volunteers-card", "tasks-card", "aid-requests-card"]
+        },
+        {
+          "id": "evacuation-card",
+          "component": "Card",
+          "children": ["evac-title", "evac-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "evac-title",
+          "component": "Heading",
+          "text": "Evacuation Routes Status",
+          "level": "h3"
+        },
+        {
+          "id": "evac-table",
+          "component": "Table",
+          "columns": ["evac-col-route", "evac-col-from", "evac-col-to", "evac-col-status", "evac-col-capacity", "evac-col-notes"]
+        },
+        {
+          "id": "evac-col-route",
+          "component": "Col",
+          "label": "Route",
+          "data": ["Route Alpha", "Route Bravo", "Route Charlie", "Route Delta", "Route Echo"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-from",
+          "component": "Col",
+          "label": "From",
+          "data": ["Zone North", "Zone East", "Zone South", "Zone Central", "Zone West"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-to",
+          "component": "Col",
+          "label": "To",
+          "data": ["Shelter A", "Sports Arena", "Convention Ctr", "Community Ctr", "Church Hall"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Open", "✅ Open", "⚠️ Congested", "🔴 Blocked", "✅ Open"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-capacity",
+          "component": "Col",
+          "label": "Flow Rate",
+          "data": ["200/hr", "350/hr", "150/hr", "0/hr", "180/hr"],
+          "type": "string"
+        },
+        {
+          "id": "evac-col-notes",
+          "component": "Col",
+          "label": "Notes",
+          "data": ["Clear passage", "Extra lanes opened", "Bottleneck at mile 4", "Debris blocking — crew en route", "Alternate to Route Delta"],
+          "type": "string"
+        },
+        {
+          "id": "roads-card",
+          "component": "Card",
+          "children": ["roads-title", "roads-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "roads-title",
+          "component": "Heading",
+          "text": "Roads Closed",
+          "level": "h3"
+        },
+        {
+          "id": "roads-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["road-1", "road-2", "road-3", "road-4", "road-5"]
+        },
+        {
+          "id": "road-1",
+          "component": "ListItem",
+          "title": "Highway 12 — Northbound",
+          "subtitle": "Zone North | Flooding | Closed since 05:30 | Detour via Route 7"
+        },
+        {
+          "id": "road-2",
+          "component": "ListItem",
+          "title": "Bridge Street (Main Bridge)",
+          "subtitle": "Zone Central | Structural damage | Closed since 08:15 | No detour available"
+        },
+        {
+          "id": "road-3",
+          "component": "ListItem",
+          "title": "Elm Avenue — Both directions",
+          "subtitle": "Zone East | Chemical spill | Closed since 10:20 | Hazmat team on site"
+        },
+        {
+          "id": "road-4",
+          "component": "ListItem",
+          "title": "Mountain Pass Road",
+          "subtitle": "Zone West | Landslide | Closed since 11:45 | Estimated reopening: 18:00"
+        },
+        {
+          "id": "road-5",
+          "component": "ListItem",
+          "title": "Industrial Park Access Road",
+          "subtitle": "Zone South | Fire damage | Closed since 12:30 | Assessment pending"
+        },
+        {
+          "id": "volunteers-card",
+          "component": "Card",
+          "children": ["vol-title", "vol-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "vol-title",
+          "component": "Heading",
+          "text": "Volunteers on Duty",
+          "level": "h3"
+        },
+        {
+          "id": "vol-table",
+          "component": "Table",
+          "columns": ["vol-col-name", "vol-col-assignment", "vol-col-zone", "vol-col-shift", "vol-col-contact"]
+        },
+        {
+          "id": "vol-col-name",
+          "component": "Col",
+          "label": "Name",
+          "data": ["Sarah Mitchell", "James Okafor", "Maria Santos", "David Chen", "Aisha Rahman", "Tom Bradley", "Lisa Park", "Omar Hassan"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-assignment",
+          "component": "Col",
+          "label": "Assignment",
+          "data": ["Shelter Coordination", "Medical Triage", "Supply Distribution", "Search & Rescue", "Communications", "Evacuation Support", "Donations Processing", "Logistics"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["Central", "North", "East", "North", "Central", "South", "Central", "West"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-shift",
+          "component": "Col",
+          "label": "Shift",
+          "data": ["06:00–14:00", "06:00–14:00", "08:00–16:00", "06:00–18:00", "00:00–12:00", "08:00–20:00", "10:00–18:00", "06:00–14:00"],
+          "type": "string"
+        },
+        {
+          "id": "vol-col-contact",
+          "component": "Col",
+          "label": "Contact",
+          "data": ["Radio Ch.3", "Radio Ch.5", "Radio Ch.2", "Radio Ch.7", "Radio Ch.1", "Radio Ch.4", "Phone", "Radio Ch.6"],
+          "type": "string"
+        },
+        {
+          "id": "tasks-card",
+          "component": "Card",
+          "children": ["tasks-title", "tasks-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "tasks-title",
+          "component": "Heading",
+          "text": "Open Tasks",
+          "level": "h3"
+        },
+        {
+          "id": "tasks-table",
+          "component": "Table",
+          "columns": ["task-col-id", "task-col-desc", "task-col-priority", "task-col-assignee", "task-col-deadline", "task-col-status"]
+        },
+        {
+          "id": "task-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["T-101", "T-102", "T-103", "T-104", "T-105", "T-106"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-desc",
+          "component": "Col",
+          "label": "Task",
+          "data": ["Clear debris on Route Delta", "Set up triage center Zone East", "Distribute water to Shelter A", "Repair generator at Convention Ctr", "Coordinate helicopter evacuation", "Update evacuation maps"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🔴 Critical", "🟠 High", "🟠 High", "🔴 Critical", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-assignee",
+          "component": "Col",
+          "label": "Assignee",
+          "data": ["Engineering Team 2", "Dr. Patel", "Volunteer Squad B", "Maintenance Crew", "Air Support Unit", "GIS Team"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-deadline",
+          "component": "Col",
+          "label": "Deadline",
+          "data": ["15:00", "16:00", "14:30", "17:00", "15:30", "20:00"],
+          "type": "string"
+        },
+        {
+          "id": "task-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "In Progress", "Pending", "Not Started", "In Progress", "Not Started"],
+          "type": "string"
+        },
+        {
+          "id": "aid-requests-card",
+          "component": "Card",
+          "children": ["aid-title", "aid-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "aid-title",
+          "component": "Heading",
+          "text": "Aid Requests Awaiting Action",
+          "level": "h3"
+        },
+        {
+          "id": "aid-table",
+          "component": "Table",
+          "columns": ["aid-col-id", "aid-col-request", "aid-col-zone", "aid-col-requested-by", "aid-col-time", "aid-col-urgency"]
+        },
+        {
+          "id": "aid-col-id",
+          "component": "Col",
+          "label": "ID",
+          "data": ["AR-201", "AR-202", "AR-203", "AR-204", "AR-205"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-request",
+          "component": "Col",
+          "label": "Request",
+          "data": ["Additional medical supplies", "Emergency food rations (200)", "Portable generators x3", "Rescue boat for Zone North", "Psychological support team"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-zone",
+          "component": "Col",
+          "label": "Zone",
+          "data": ["East", "South", "West", "North", "Central"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-requested-by",
+          "component": "Col",
+          "label": "Requested By",
+          "data": ["Field Medic Team 4", "Shelter Coord. South", "Zone West Lead", "SAR Team North", "Counseling Unit"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["12:45", "13:10", "13:30", "14:00", "14:15"],
+          "type": "string"
+        },
+        {
+          "id": "aid-col-urgency",
+          "component": "Col",
+          "label": "Urgency",
+          "data": ["🔴 Critical", "🟠 High", "🟠 High", "🔴 Critical", "🟡 Medium"],
+          "type": "string"
+        },
+        {
+          "id": "tab-comms",
+          "component": "TabItem",
+          "value": "comms",
+          "trigger": "📡 Comms & Weather",
+          "content": ["comms-card", "weather-card"]
+        },
+        {
+          "id": "comms-card",
+          "component": "Card",
+          "children": ["comms-title", "comms-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "comms-title",
+          "component": "Heading",
+          "text": "Communication Channels Status",
+          "level": "h3"
+        },
+        {
+          "id": "comms-table",
+          "component": "Table",
+          "columns": ["comms-col-channel", "comms-col-type", "comms-col-status", "comms-col-coverage", "comms-col-notes"]
+        },
+        {
+          "id": "comms-col-channel",
+          "component": "Col",
+          "label": "Channel",
+          "data": ["Radio Ch.1 (Command)", "Radio Ch.2 (Logistics)", "Radio Ch.3 (Shelters)", "Radio Ch.4 (Evacuation)", "Radio Ch.5 (Medical)", "Radio Ch.6 (Transport)", "Radio Ch.7 (SAR)", "Satellite Phone Net", "Cell Network", "Internet/Email"],
+          "type": "string"
+        },
+        {
+          "id": "comms-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Radio", "Radio", "Radio", "Radio", "Radio", "Radio", "Radio", "Satellite", "Cellular", "Internet"],
+          "type": "string"
+        },
+        {
+          "id": "comms-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 UP", "🟢 UP", "🟢 UP", "🟢 UP", "🟢 UP", "🟡 DEGRADED", "🟢 UP", "🟢 UP", "🔴 DOWN", "🟡 DEGRADED"],
+          "type": "string"
+        },
+        {
+          "id": "comms-col-coverage",
+          "component": "Col",
+          "label": "Coverage",
+          "data": ["All zones", "All zones", "Central, North", "South, East", "All zones", "West only", "North, East", "All zones", "Central only", "Partial"],
+          "type": "string"
+        },
+        {
+          "id": "comms-col-notes",
+          "component": "Col",
+          "label": "Notes",
+          "data": ["Primary command", "Stable", "Stable", "Stable", "Stable", "Interference reported", "Stable", "Backup comms", "Tower damaged in Zone East", "Bandwidth limited"],
+          "type": "string"
+        },
+        {
+          "id": "weather-card",
+          "component": "Card",
+          "children": ["weather-title", "weather-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "weather-title",
+          "component": "Heading",
+          "text": "48-Hour Weather Forecast",
+          "level": "h3"
+        },
+        {
+          "id": "weather-table",
+          "component": "Table",
+          "columns": ["wx-col-period", "wx-col-condition", "wx-col-temp", "wx-col-wind", "wx-col-rain", "wx-col-impact"]
+        },
+        {
+          "id": "wx-col-period",
+          "component": "Col",
+          "label": "Period",
+          "data": ["Today 15:00–18:00", "Today 18:00–21:00", "Tonight 21:00–00:00", "Overnight 00:00–06:00", "Tomorrow 06:00–12:00", "Tomorrow 12:00–18:00"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-condition",
+          "component": "Col",
+          "label": "Condition",
+          "data": ["⛈️ Heavy Rain", "🌧️ Moderate Rain", "🌧️ Moderate Rain", "🌦️ Light Rain", "⛅ Partly Cloudy", "☀️ Clearing"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-temp",
+          "component": "Col",
+          "label": "Temp",
+          "data": ["18°C", "16°C", "14°C", "13°C", "15°C", "19°C"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-wind",
+          "component": "Col",
+          "label": "Wind",
+          "data": ["65 km/h", "50 km/h", "40 km/h", "30 km/h", "20 km/h", "15 km/h"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-rain",
+          "component": "Col",
+          "label": "Rainfall",
+          "data": ["45mm", "30mm", "20mm", "10mm", "2mm", "0mm"],
+          "type": "string"
+        },
+        {
+          "id": "wx-col-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["🔴 Severe flooding risk", "🟠 Continued flooding", "🟡 Gradual improvement", "🟡 Low risk", "✅ Operations normal", "✅ All clear"],
+          "type": "string"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "🎯 Actions",
+          "content": ["resource-form-card", "broadcast-form-card", "sitrep-form-card"]
+        },
+        {
+          "id": "resource-form-card",
+          "component": "Card",
+          "children": ["resource-form-title", "resource-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "resource-form-title",
+          "component": "Heading",
+          "text": "Request Additional Resources",
+          "level": "h3"
+        },
+        {
+          "id": "resource-form",
+          "component": "Form",
+          "name": "resource_request",
+          "fields": ["res-type-ctrl", "res-qty-ctrl", "res-zone-ctrl", "res-notes-ctrl"],
+          "buttons": "resource-btns"
+        },
+        {
+          "id": "res-type-ctrl",
+          "component": "FormControl",
+          "label": "Resource Type",
+          "input": "res-type-select"
+        },
+        {
+          "id": "res-type-select",
+          "component": "Select",
+          "name": "resource_type",
+          "placeholder": "Select resource type",
+          "items": ["res-opt-ambulance", "res-opt-fire", "res-opt-boat", "res-opt-medical", "res-opt-water", "res-opt-food", "res-opt-blankets", "res-opt-generator", "res-opt-personnel"]
+        },
+        {
+          "id": "res-opt-ambulance",
+          "component": "SelectItem",
+          "value": "ambulance",
+          "label": "Ambulance"
+        },
+        {
+          "id": "res-opt-fire",
+          "component": "SelectItem",
+          "value": "fire_truck",
+          "label": "Fire Truck"
+        },
+        {
+          "id": "res-opt-boat",
+          "component": "SelectItem",
+          "value": "rescue_boat",
+          "label": "Rescue Boat"
+        },
+        {
+          "id": "res-opt-medical",
+          "component": "SelectItem",
+          "value": "medical_kits",
+          "label": "Medical Kits"
+        },
+        {
+          "id": "res-opt-water",
+          "component": "SelectItem",
+          "value": "water",
+          "label": "Water Supply"
+        },
+        {
+          "id": "res-opt-food",
+          "component": "SelectItem",
+          "value": "food",
+          "label": "Food Rations"
+        },
+        {
+          "id": "res-opt-blankets",
+          "component": "SelectItem",
+          "value": "blankets",
+          "label": "Blankets"
+        },
+        {
+          "id": "res-opt-generator",
+          "component": "SelectItem",
+          "value": "generator",
+          "label": "Generator"
+        },
+        {
+          "id": "res-opt-personnel",
+          "component": "SelectItem",
+          "value": "personnel",
+          "label": "Additional Personnel"
+        },
+        {
+          "id": "res-qty-ctrl",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "res-qty-input"
+        },
+        {
+          "id": "res-qty-input",
+          "component": "Input",
+          "name": "quantity",
+          "type": "number",
+          "placeholder": "Enter quantity needed"
+        },
+        {
+          "id": "res-zone-ctrl",
+          "component": "FormControl",
+          "label": "Destination Zone",
+          "input": "res-zone-select"
+        },
+        {
+          "id": "res-zone-select",
+          "component": "Select",
+          "name": "destination_zone",
+          "placeholder": "Select zone",
+          "items": ["res-zone-n", "res-zone-s", "res-zone-e", "res-zone-w", "res-zone-c"]
+        },
+        {
+          "id": "res-zone-n",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "Zone North"
+        },
+        {
+          "id": "res-zone-s",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "Zone South"
+        },
+        {
+          "id": "res-zone-e",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "Zone East"
+        },
+        {
+          "id": "res-zone-w",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "Zone West"
+        },
+        {
+          "id": "res-zone-c",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Zone Central"
+        },
+        {
+          "id": "res-notes-ctrl",
+          "component": "FormControl",
+          "label": "Additional Notes",
+          "input": "res-notes-input",
+          "hint": "Optional: provide context or urgency details"
+        },
+        {
+          "id": "res-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Any additional details...",
+          "rows": 2
+        },
+        {
+          "id": "resource-btns",
+          "component": "Buttons",
+          "buttons": ["resource-submit-btn"]
+        },
+        {
+          "id": "resource-submit-btn",
+          "component": "Button",
+          "label": "Submit Resource Request",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "broadcast-form-card",
+          "component": "Card",
+          "children": ["broadcast-title", "broadcast-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "broadcast-title",
+          "component": "Heading",
+          "text": "Broadcast Update",
+          "level": "h3"
+        },
+        {
+          "id": "broadcast-form",
+          "component": "Form",
+          "name": "broadcast_update",
+          "fields": ["bcast-priority-ctrl", "bcast-channel-ctrl", "bcast-msg-ctrl"],
+          "buttons": "broadcast-btns"
+        },
+        {
+          "id": "bcast-priority-ctrl",
+          "component": "FormControl",
+          "label": "Priority Level",
+          "input": "bcast-priority-select"
+        },
+        {
+          "id": "bcast-priority-select",
+          "component": "Select",
+          "name": "priority",
+          "placeholder": "Select priority",
+          "items": ["bcast-p-critical", "bcast-p-high", "bcast-p-normal", "bcast-p-low"]
+        },
+        {
+          "id": "bcast-p-critical",
+          "component": "SelectItem",
+          "value": "critical",
+          "label": "🔴 Critical — Immediate attention"
+        },
+        {
+          "id": "bcast-p-high",
+          "component": "SelectItem",
+          "value": "high",
+          "label": "🟠 High — Urgent"
+        },
+        {
+          "id": "bcast-p-normal",
+          "component": "SelectItem",
+          "value": "normal",
+          "label": "🟡 Normal — Informational"
+        },
+        {
+          "id": "bcast-p-low",
+          "component": "SelectItem",
+          "value": "low",
+          "label": "🟢 Low — Routine"
+        },
+        {
+          "id": "bcast-channel-ctrl",
+          "component": "FormControl",
+          "label": "Broadcast Channel",
+          "input": "bcast-channel-select"
+        },
+        {
+          "id": "bcast-channel-select",
+          "component": "Select",
+          "name": "channel",
+          "placeholder": "Select channel",
+          "items": ["bcast-ch-all", "bcast-ch-radio", "bcast-ch-sms", "bcast-ch-pa"]
+        },
+        {
+          "id": "bcast-ch-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "All Channels"
+        },
+        {
+          "id": "bcast-ch-radio",
+          "component": "SelectItem",
+          "value": "radio",
+          "label": "Radio Only"
+        },
+        {
+          "id": "bcast-ch-sms",
+          "component": "SelectItem",
+          "value": "sms",
+          "label": "SMS Alert"
+        },
+        {
+          "id": "bcast-ch-pa",
+          "component": "SelectItem",
+          "value": "pa",
+          "label": "Public Address"
+        },
+        {
+          "id": "bcast-msg-ctrl",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "bcast-msg-input"
+        },
+        {
+          "id": "bcast-msg-input",
+          "component": "TextArea",
+          "name": "message",
+          "placeholder": "Type your broadcast message here...",
+          "rows": 4
+        },
+        {
+          "id": "broadcast-btns",
+          "component": "Buttons",
+          "buttons": ["broadcast-send-btn"]
+        },
+        {
+          "id": "broadcast-send-btn",
+          "component": "Button",
+          "label": "📢 Send Broadcast",
+          "variant": "primary",
+          "size": "large"
+        },
+        {
+          "id": "sitrep-form-card",
+          "component": "Card",
+          "children": ["sitrep-title", "sitrep-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "sitrep-title",
+          "component": "Heading",
+          "text": "File Situation Report (SITREP)",
+          "level": "h3"
+        },
+        {
+          "id": "sitrep-form",
+          "component": "Form",
+          "name": "situation_report",
+          "fields": ["sitrep-zone-ctrl", "sitrep-period-ctrl", "sitrep-summary-ctrl", "sitrep-actions-ctrl", "sitrep-needs-ctrl"],
+          "buttons": "sitrep-btns"
+        },
+        {
+          "id": "sitrep-zone-ctrl",
+          "component": "FormControl",
+          "label": "Zone",
+          "input": "sitrep-zone-select"
+        },
+        {
+          "id": "sitrep-zone-select",
+          "component": "Select",
+          "name": "sitrep_zone",
+          "placeholder": "Select zone",
+          "items": ["sitrep-z-n", "sitrep-z-s", "sitrep-z-e", "sitrep-z-w", "sitrep-z-c"]
+        },
+        {
+          "id": "sitrep-z-n",
+          "component": "SelectItem",
+          "value": "north",
+          "label": "Zone North"
+        },
+        {
+          "id": "sitrep-z-s",
+          "component": "SelectItem",
+          "value": "south",
+          "label": "Zone South"
+        },
+        {
+          "id": "sitrep-z-e",
+          "component": "SelectItem",
+          "value": "east",
+          "label": "Zone East"
+        },
+        {
+          "id": "sitrep-z-w",
+          "component": "SelectItem",
+          "value": "west",
+          "label": "Zone West"
+        },
+        {
+          "id": "sitrep-z-c",
+          "component": "SelectItem",
+          "value": "central",
+          "label": "Zone Central"
+        },
+        {
+          "id": "sitrep-period-ctrl",
+          "component": "FormControl",
+          "label": "Reporting Period",
+          "input": "sitrep-period-select"
+        },
+        {
+          "id": "sitrep-period-select",
+          "component": "Select",
+          "name": "period",
+          "placeholder": "Select period",
+          "items": ["sitrep-p-6h", "sitrep-p-12h", "sitrep-p-24h"]
+        },
+        {
+          "id": "sitrep-p-6h",
+          "component": "SelectItem",
+          "value": "6h",
+          "label": "Last 6 hours"
+        },
+        {
+          "id": "sitrep-p-12h",
+          "component": "SelectItem",
+          "value": "12h",
+          "label": "Last 12 hours"
+        },
+        {
+          "id": "sitrep-p-24h",
+          "component": "SelectItem",
+          "value": "24h",
+          "label": "Last 24 hours"
+        },
+        {
+          "id": "sitrep-summary-ctrl",
+          "component": "FormControl",
+          "label": "Situation Summary",
+          "input": "sitrep-summary-input"
+        },
+        {
+          "id": "sitrep-summary-input",
+          "component": "TextArea",
+          "name": "summary",
+          "placeholder": "Describe current situation, incidents, and conditions...",
+          "rows": 4
+        },
+        {
+          "id": "sitrep-actions-ctrl",
+          "component": "FormControl",
+          "label": "Actions Taken",
+          "input": "sitrep-actions-input"
+        },
+        {
+          "id": "sitrep-actions-input",
+          "component": "TextArea",
+          "name": "actions_taken",
+          "placeholder": "List actions taken during this period...",
+          "rows": 3
+        },
+        {
+          "id": "sitrep-needs-ctrl",
+          "component": "FormControl",
+          "label": "Outstanding Needs",
+          "input": "sitrep-needs-input"
+        },
+        {
+          "id": "sitrep-needs-input",
+          "component": "TextArea",
+          "name": "needs",
+          "placeholder": "Describe any unmet needs or resource gaps...",
+          "rows": 3
+        },
+        {
+          "id": "sitrep-btns",
+          "component": "Buttons",
+          "buttons": ["sitrep-submit-btn"]
+        },
+        {
+          "id": "sitrep-submit-btn",
+          "component": "Button",
+          "label": "📋 Submit SITREP",
+          "variant": "primary",
+          "size": "large"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 18 requirements organized into 5 tabs:
+
+| Tab | Covers Items |
+|-----|-------------|
+| **📊 Overview** | #1 Active incidents, #2 Severity summary (donut chart), #7 Rescued & casualties |
+| **🚑 Resources** | #3 Vehicles/personnel/supplies, #4 Shelters, #9 Donations, #13 Hospitals |
+| **⚙️ Operations** | #5 Evacuation routes, #8 Volunteers, #10 Aid requests, #12 Roads closed, #14 Open tasks |
+| **📡 Comms & Weather** | #6 48-hr forecast, #11 Communication channels |
+| **🎯 Actions** | #15 Resource request form, #16 Broadcast form, #17 Zone focus selector, #18 SITREP form |
+
+The zone focus selector (#17) is placed at the top level so it's always accessible regardless of which tab is active.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..77e8786ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,276 @@
+
+
+Here's a comprehensive Emergency Response Coordination Center dashboard covering all 18 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"emergency-coordination-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#DC2626","agentDisplayName":"Emergency Coordination"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"emergency-coordination-center","components":[
+    {"id":"root","component":"Card","direction":"column","gap":"m","children":["header-section","zone-focus-section","main-tabs"]},
+
+    {"id":"header-section","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["header-title","header-subtitle","alert-banner"]},
+    {"id":"header-title","component":"Heading","text":"🚨 Emergency Response Coordination Center","level":"h1"},
+    {"id":"header-subtitle","component":"TextContent","text":"Last updated: 2025-01-15 14:32 UTC | Active Operation: Operation Steadfast","size":"small"},
+    {"id":"alert-banner","component":"Alert","title":"ACTIVE EMERGENCY","description":"Level 3 response in effect. All units on high alert. Next coordination briefing at 15:00 UTC.","variant":"destructive"},
+
+    {"id":"zone-focus-section","component":"Card","direction":"row","gap":"m","align":"center","children":["zone-focus-label","zone-focus-select","zone-focus-btn"]},
+    {"id":"zone-focus-label","component":"Label","text":"Focus Zone:"},
+    {"id":"zone-focus-select","component":"Select","name":"zone_focus","placeholder":"All Zones","items":["zone-opt-all","zone-opt-north","zone-opt-south","zone-opt-east","zone-opt-west","zone-opt-central"]},
+    {"id":"zone-opt-all","component":"SelectItem","value":"all","label":"All Zones"},
+    {"id":"zone-opt-north","component":"SelectItem","value":"north","label":"Zone North"},
+    {"id":"zone-opt-south","component":"SelectItem","value":"south","label":"Zone South"},
+    {"id":"zone-opt-east","component":"SelectItem","value":"east","label":"Zone East"},
+    {"id":"zone-opt-west","component":"SelectItem","value":"west","label":"Zone West"},
+    {"id":"zone-opt-central","component":"SelectItem","value":"central","label":"Zone Central"},
+    {"id":"zone-focus-btn","component":"Button","label":"Apply Filter","variant":"primary","size":"small"},
+
+    {"id":"main-tabs","component":"Tabs","items":["tab-overview","tab-resources","tab-infrastructure","tab-operations","tab-actions"]},
+
+    {"id":"tab-overview","component":"TabItem","value":"overview","trigger":"📊 Overview","content":["overview-grid"]},
+    {"id":"overview-grid","component":"Card","direction":"column","gap":"m","children":["incidents-section","severity-section","casualties-section","weather-section"]},
+
+    {"id":"incidents-section","component":"Card","direction":"column","gap":"s","children":["incidents-header","incidents-table"]},
+    {"id":"incidents-header","component":"Heading","text":"Active Incidents by Zone","level":"h3"},
+    {"id":"incidents-table","component":"Table","columns":["inc-col-zone","inc-col-incident","inc-col-severity","inc-col-status","inc-col-time"]},
+    {"id":"inc-col-zone","component":"Col","label":"Zone","data":["North","North","South","East","Central","West"],"type":"string"},
+    {"id":"inc-col-incident","component":"Col","label":"Incident","data":["Structural Fire - Maple St","Flash Flooding - River Rd","Chemical Spill - Industrial Park","Building Collapse - 5th Ave","Gas Leak - Downtown","Wildfire - Pine Ridge"],"type":"string"},
+    {"id":"inc-col-severity","component":"Col","label":"Severity","data":["Critical","High","Critical","High","Medium","High"],"type":"string"},
+    {"id":"inc-col-status","component":"Col","label":"Status","data":["Active","Active","Contained","Active","Monitoring","Active"],"type":"string"},
+    {"id":"inc-col-time","component":"Col","label":"Reported","data":["06:15","08:30","09:45","10:20","11:05","12:40"],"type":"string"},
+
+    {"id":"severity-section","component":"Card","direction":"row","gap":"m","children":["severity-chart-card","severity-breakdown"]},
+    {"id":"severity-chart-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["severity-chart-title","severity-pie"],"weight":1},
+    {"id":"severity-chart-title","component":"Heading","text":"Severity Distribution","level":"h4"},
+    {"id":"severity-pie","component":"PieChart","labels":["Critical","High","Medium","Low"],"values":[2,3,1,0],"variant":"donut"},
+    {"id":"severity-breakdown","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["severity-breakdown-title","severity-critical","severity-high","severity-medium","severity-low"],"weight":1},
+    {"id":"severity-breakdown-title","component":"Heading","text":"Summary","level":"h4"},
+    {"id":"severity-critical","component":"TextContent","text":"🔴 Critical: 2 incidents (Structural Fire, Chemical Spill)","size":"small"},
+    {"id":"severity-high","component":"TextContent","text":"🟠 High: 3 incidents (Flash Flood, Building Collapse, Wildfire)","size":"small"},
+    {"id":"severity-medium","component":"TextContent","text":"🟡 Medium: 1 incident (Gas Leak)","size":"small"},
+    {"id":"severity-low","component":"TextContent","text":"🟢 Low: 0 incidents","size":"small"},
+
+    {"id":"casualties-section","component":"Card","direction":"row","gap":"m","children":["rescued-card","casualties-card","missing-card"]},
+    {"id":"rescued-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["rescued-label","rescued-value"],"weight":1},
+    {"id":"rescued-label","component":"Label","text":"People Rescued"},
+    {"id":"rescued-value","component":"TextContent","text":"247","size":"large-heavy"},
+    {"id":"casualties-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["casualties-label","casualties-value"],"weight":1},
+    {"id":"casualties-label","component":"Label","text":"Casualties"},
+    {"id":"casualties-value","component":"TextContent","text":"12 (3 critical, 9 stable)","size":"large-heavy"},
+    {"id":"missing-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["missing-label","missing-value"],"weight":1},
+    {"id":"missing-label","component":"Label","text":"Missing Persons"},
+    {"id":"missing-value","component":"TextContent","text":"5","size":"large-heavy"},
+
+    {"id":"weather-section","component":"Card","direction":"column","gap":"s","children":["weather-header","weather-table"]},
+    {"id":"weather-header","component":"Heading","text":"48-Hour Weather Forecast","level":"h3"},
+    {"id":"weather-table","component":"Table","columns":["wx-col-period","wx-col-temp","wx-col-conditions","wx-col-wind","wx-col-precip","wx-col-impact"]},
+    {"id":"wx-col-period","component":"Col","label":"Period","data":["Today 15:00-18:00","Today 18:00-21:00","Tonight 21:00-00:00","Overnight 00:00-06:00","Tomorrow 06:00-12:00","Tomorrow 12:00-18:00"],"type":"string"},
+    {"id":"wx-col-temp","component":"Col","label":"Temp","data":["28°C","24°C","19°C","16°C","22°C","30°C"],"type":"string"},
+    {"id":"wx-col-conditions","component":"Col","label":"Conditions","data":["Heavy Rain","Thunderstorms","Rain tapering","Overcast","Partly Cloudy","Hot & Dry"],"type":"string"},
+    {"id":"wx-col-wind","component":"Col","label":"Wind","data":["45 km/h SW","60 km/h SW","35 km/h W","20 km/h W","15 km/h NW","25 km/h N"],"type":"string"},
+    {"id":"wx-col-precip","component":"Col","label":"Precip","data":["85%","90%","60%","20%","5%","0%"],"type":"string"},
+    {"id":"wx-col-impact","component":"Col","label":"Op Impact","data":["HIGH - Flooding risk","SEVERE - Lightning","MODERATE","LOW","LOW","HIGH - Fire risk"],"type":"string"},
+
+    {"id":"tab-resources","component":"TabItem","value":"resources","trigger":"🚒 Resources","content":["resources-grid"]},
+    {"id":"resources-grid","component":"Card","direction":"column","gap":"m","children":["assets-section","volunteers-section"]},
+
+    {"id":"assets-section","component":"Card","direction":"column","gap":"s","children":["assets-header","assets-table"]},
+    {"id":"assets-header","component":"Heading","text":"Available Assets","level":"h3"},
+    {"id":"assets-table","component":"Table","columns":["asset-col-type","asset-col-total","asset-col-deployed","asset-col-available","asset-col-notes"]},
+    {"id":"asset-col-type","component":"Col","label":"Type","data":["Fire Engines","Ambulances","Rescue Boats","Helicopters","Police Units","Supply Trucks","Generators","Search Dogs"],"type":"string"},
+    {"id":"asset-col-total","component":"Col","label":"Total","data":[24,18,8,4,32,15,12,6],"type":"number"},
+    {"id":"asset-col-deployed","component":"Col","label":"Deployed","data":[20,15,7,3,28,12,10,5],"type":"number"},
+    {"id":"asset-col-available","component":"Col","label":"Available","data":[4,3,1,1,4,3,2,1],"type":"number"},
+    {"id":"asset-col-notes","component":"Col","label":"Notes","data":["2 in maintenance","1 en route from mutual aid","All deployed to flood zone","1 on standby for medevac","4 on patrol rotation","3 loaded with supplies","2 being refueled","1 team resting"],"type":"string"},
+
+    {"id":"volunteers-section","component":"Card","direction":"column","gap":"s","children":["volunteers-header","volunteers-table"]},
+    {"id":"volunteers-header","component":"Heading","text":"Volunteers On Duty","level":"h3"},
+    {"id":"volunteers-table","component":"Table","columns":["vol-col-name","vol-col-org","vol-col-assignment","vol-col-zone","vol-col-shift"]},
+    {"id":"vol-col-name","component":"Col","label":"Name","data":["Maria Santos","James Chen","Aisha Williams","Robert Kim","Elena Vasquez","David Okafor","Sarah Mitchell","Tom Nguyen"],"type":"string"},
+    {"id":"vol-col-org","component":"Col","label":"Organization","data":["Red Cross","CERT Team","Medical Reserve","Salvation Army","Red Cross","HAM Radio","CERT Team","Community Aid"],"type":"string"},
+    {"id":"vol-col-assignment","component":"Col","label":"Assignment","data":["Shelter Intake - North","Debris Clearance - East","Medical Triage - Central","Food Distribution - South","Shelter Support - West","Comms Relay - All Zones","Logistics Coordination","Donation Sorting"],"type":"string"},
+    {"id":"vol-col-zone","component":"Col","label":"Zone","data":["North","East","Central","South","West","All","Central","HQ"],"type":"string"},
+    {"id":"vol-col-shift","component":"Col","label":"Shift","data":["06:00-14:00","08:00-16:00","06:00-18:00","10:00-18:00","06:00-14:00","24hr rotation","08:00-20:00","09:00-17:00"],"type":"string"},
+
+    {"id":"tab-infrastructure","component":"TabItem","value":"infrastructure","trigger":"🏗️ Infrastructure","content":["infra-grid"]},
+    {"id":"infra-grid","component":"Card","direction":"column","gap":"m","children":["shelters-section","routes-section","roads-section","hospitals-section","comms-section"]},
+
+    {"id":"shelters-section","component":"Card","direction":"column","gap":"s","children":["shelters-header","shelters-table"]},
+    {"id":"shelters-header","component":"Heading","text":"Emergency Shelters","level":"h3"},
+    {"id":"shelters-table","component":"Table","columns":["shel-col-name","shel-col-zone","shel-col-capacity","shel-col-occupancy","shel-col-pct","shel-col-status"]},
+    {"id":"shel-col-name","component":"Col","label":"Shelter","data":["Lincoln High School","Community Center East","St. Mary's Church","Convention Center","Riverside Gym","Oak Park Elementary"],"type":"string"},
+    {"id":"shel-col-zone","component":"Col","label":"Zone","data":["North","East","Central","Central","South","West"],"type":"string"},
+    {"id":"shel-col-capacity","component":"Col","label":"Capacity","data":[500,300,200,1000,350,250],"type":"number"},
+    {"id":"shel-col-occupancy","component":"Col","label":"Occupancy","data":[423,287,195,612,178,89],"type":"number"},
+    {"id":"shel-col-pct","component":"Col","label":"% Full","data":["85%","96%","98%","61%","51%","36%"],"type":"string"},
+    {"id":"shel-col-status","component":"Col","label":"Status","data":["Near Capacity","CRITICAL - Full Soon","CRITICAL - Full Soon","Accepting","Accepting","Accepting"],"type":"string"},
+
+    {"id":"routes-section","component":"Card","direction":"column","gap":"s","children":["routes-header","routes-table"]},
+    {"id":"routes-header","component":"Heading","text":"Evacuation Routes","level":"h3"},
+    {"id":"routes-table","component":"Table","columns":["route-col-name","route-col-from","route-col-to","route-col-status","route-col-notes"]},
+    {"id":"route-col-name","component":"Col","label":"Route","data":["Route Alpha","Route Bravo","Route Charlie","Route Delta","Route Echo"],"type":"string"},
+    {"id":"route-col-from","component":"Col","label":"From","data":["Zone North","Zone East","Zone South","Zone Central","Zone West"],"type":"string"},
+    {"id":"route-col-to","component":"Col","label":"To","data":["Shelter Lincoln","Convention Center","Riverside Gym","St. Mary's","Oak Park"],"type":"string"},
+    {"id":"route-col-status","component":"Col","label":"Status","data":["OPEN","OPEN","RESTRICTED","CLOSED","OPEN"],"type":"string"},
+    {"id":"route-col-notes","component":"Col","label":"Notes","data":["Normal flow","Heavy traffic, 45min delay","Single lane - bridge damage","Flooded at underpass","Clear, low traffic"],"type":"string"},
+
+    {"id":"roads-section","component":"Card","direction":"column","gap":"s","children":["roads-header","roads-table"]},
+    {"id":"roads-header","component":"Heading","text":"Closed Roads","level":"h3"},
+    {"id":"roads-table","component":"Table","columns":["road-col-name","road-col-zone","road-col-reason","road-col-since","road-col-eta"]},
+    {"id":"road-col-name","component":"Col","label":"Road","data":["Highway 12 (Mile 4-8)","Bridge St & River Rd","Industrial Ave","Main St (Downtown)","Pine Ridge Access Rd"],"type":"string"},
+    {"id":"road-col-zone","component":"Col","label":"Zone","data":["North","East","East","Central","West"],"type":"string"},
+    {"id":"road-col-reason","component":"Col","label":"Reason","data":["Flooding","Structural damage","Hazmat containment","Building collapse risk","Fire perimeter"],"type":"string"},
+    {"id":"road-col-since","component":"Col","label":"Closed Since","data":["07:30","09:15","10:00","10:45","13:00"],"type":"string"},
+    {"id":"road-col-eta","component":"Col","label":"Est. Reopen","data":["Unknown","24-48 hrs","6-12 hrs","Unknown","Unknown"],"type":"string"},
+
+    {"id":"hospitals-section","component":"Card","direction":"column","gap":"s","children":["hospitals-header","hospitals-table"]},
+    {"id":"hospitals-header","component":"Heading","text":"Nearby Hospitals","level":"h3"},
+    {"id":"hospitals-table","component":"Table","columns":["hosp-col-name","hosp-col-distance","hosp-col-beds","hosp-col-icu","hosp-col-status"]},
+    {"id":"hosp-col-name","component":"Col","label":"Hospital","data":["General Hospital","St. Luke's Medical","County Trauma Center","Riverside Clinic","Veterans Hospital"],"type":"string"},
+    {"id":"hosp-col-distance","component":"Col","label":"Distance","data":["2.3 km","5.1 km","8.7 km","3.4 km","12.0 km"],"type":"string"},
+    {"id":"hosp-col-beds","component":"Col","label":"Free Beds","data":[14,8,22,3,31],"type":"number"},
+    {"id":"hosp-col-icu","component":"Col","label":"Free ICU","data":[2,1,5,0,4],"type":"number"},
+    {"id":"hosp-col-status","component":"Col","label":"Status","data":["Accepting","Near Capacity","Accepting","DIVERT","Accepting"],"type":"string"},
+
+    {"id":"comms-section","component":"Card","direction":"column","gap":"s","children":["comms-header","comms-table"]},
+    {"id":"comms-header","component":"Heading","text":"Communication Channels","level":"h3"},
+    {"id":"comms-table","component":"Table","columns":["comm-col-channel","comm-col-freq","comm-col-status","comm-col-notes"]},
+    {"id":"comm-col-channel","component":"Col","label":"Channel","data":["VHF Radio - Command","VHF Radio - Tactical","UHF Radio - Medical","HAM Radio - Backup","Cell Network","Satellite Phone","Internet/Email","PA System"],"type":"string"},
+    {"id":"comm-col-freq","component":"Col","label":"Freq/ID","data":["155.280 MHz","154.430 MHz","460.025 MHz","146.520 MHz","Tower 3, 7","Iridium","Fiber Line A","Zone-based"],"type":"string"},
+    {"id":"comm-col-status","component":"Col","label":"Status","data":["✅ UP","✅ UP","✅ UP","✅ UP","⚠️ DEGRADED","✅ UP","❌ DOWN","✅ UP"],"type":"string"},
+    {"id":"comm-col-notes","component":"Col","label":"Notes","data":["Primary command net","Field operations","Medical coordination","Volunteer comms","60% capacity - towers damaged","Backup for cell outage","Fiber cut near River Rd","Shelters and routes"],"type":"string"},
+
+    {"id":"tab-operations","component":"TabItem","value":"operations","trigger":"📋 Operations","content":["ops-grid"]},
+    {"id":"ops-grid","component":"Card","direction":"column","gap":"m","children":["aid-section","tasks-section","donations-section"]},
+
+    {"id":"aid-section","component":"Card","direction":"column","gap":"s","children":["aid-header","aid-table"]},
+    {"id":"aid-header","component":"Heading","text":"Aid Requests Awaiting Action","level":"h3"},
+    {"id":"aid-table","component":"Table","columns":["aid-col-id","aid-col-zone","aid-col-request","aid-col-priority","aid-col-submitted","aid-col-status"]},
+    {"id":"aid-col-id","component":"Col","label":"ID","data":["AR-041","AR-042","AR-043","AR-044","AR-045","AR-046"],"type":"string"},
+    {"id":"aid-col-zone","component":"Col","label":"Zone","data":["North","East","South","Central","West","North"],"type":"string"},
+    {"id":"aid-col-request","component":"Col","label":"Request","data":["Additional sandbags (500)","Medical team for shelter","Water purification units","Generator for command post","Blankets (200)","Rescue boat for stranded family"],"type":"string"},
+    {"id":"aid-col-priority","component":"Col","label":"Priority","data":["HIGH","CRITICAL","MEDIUM","HIGH","LOW","CRITICAL"],"type":"string"},
+    {"id":"aid-col-submitted","component":"Col","label":"Submitted","data":["12:15","12:45","13:00","13:20","13:45","14:10"],"type":"string"},
+    {"id":"aid-col-status","component":"Col","label":"Status","data":["Pending","Pending","Pending","In Review","Pending","Pending"],"type":"string"},
+
+    {"id":"tasks-section","component":"Card","direction":"column","gap":"s","children":["tasks-header","tasks-table"]},
+    {"id":"tasks-header","component":"Heading","text":"Open Tasks","level":"h3"},
+    {"id":"tasks-table","component":"Table","columns":["task-col-id","task-col-task","task-col-assignee","task-col-deadline","task-col-status"]},
+    {"id":"task-col-id","component":"Col","label":"ID","data":["T-101","T-102","T-103","T-104","T-105","T-106","T-107"],"type":"string"},
+    {"id":"task-col-task","component":"Col","label":"Task","data":["Establish secondary triage point","Coordinate mutual aid from County","Update evacuation maps","Conduct shelter needs assessment","Arrange fuel resupply for generators","Set up family reunification center","Draft press release for 16:00 briefing"],"type":"string"},
+    {"id":"task-col-assignee","component":"Col","label":"Assignee","data":["Lt. Ramirez","Coord. Patel","GIS Team","Vol. Santos","Logistics Chief","Red Cross Liaison","PIO Office"],"type":"string"},
+    {"id":"task-col-deadline","component":"Col","label":"Deadline","data":["15:00","16:00","17:00","15:30","18:00","20:00","15:45"],"type":"string"},
+    {"id":"task-col-status","component":"Col","label":"Status","data":["In Progress","Not Started","In Progress","In Progress","Not Started","Not Started","In Progress"],"type":"string"},
+
+    {"id":"donations-section","component":"Card","direction":"column","gap":"s","children":["donations-header","donations-table"]},
+    {"id":"donations-header","component":"Heading","text":"Donations Received","level":"h3"},
+    {"id":"donations-table","component":"Table","columns":["don-col-item","don-col-qty","don-col-donor","don-col-received","don-col-status"]},
+    {"id":"don-col-item","component":"Col","label":"Item","data":["Bottled Water","Blankets","First Aid Kits","Canned Food","Clothing","Tarps","Flashlights","Baby Formula"],"type":"string"},
+    {"id":"don-col-qty","component":"Col","label":"Quantity","data":["5,000 cases","1,200 units","350 kits","800 cases","2,000 items","400 units","600 units","150 cases"],"type":"string"},
+    {"id":"don-col-donor","component":"Col","label":"Donor","data":["Regional Water Co.","National Red Cross","PharmaCorp","FoodBank Alliance","Community Drive","Hardware Supply Co.","City Emergency Fund","Children's Hospital"],"type":"string"},
+    {"id":"don-col-received","component":"Col","label":"Received","data":["08:00","09:30","10:15","11:00","11:45","12:30","13:00","14:00"],"type":"string"},
+    {"id":"don-col-status","component":"Col","label":"Status","data":["Distributed","At Warehouse","Distributed","Distributed","Sorting","At Warehouse","Distributed","At Warehouse"],"type":"string"},
+
+    {"id":"tab-actions","component":"TabItem","value":"actions","trigger":"⚡ Actions","content":["actions-grid"]},
+    {"id":"actions-grid","component":"Card","direction":"column","gap":"m","children":["resource-request-section","broadcast-section","sitrep-section"]},
+
+    {"id":"resource-request-section","component":"Card","direction":"column","gap":"s","children":["resource-header","resource-form"]},
+    {"id":"resource-header","component":"Heading","text":"Request Additional Resources","level":"h3"},
+    {"id":"resource-form","component":"Form","name":"resource_request","fields":["res-type-ctrl","res-qty-ctrl","res-zone-ctrl","res-priority-ctrl","res-notes-ctrl"],"buttons":"resource-buttons"},
+    {"id":"res-type-ctrl","component":"FormControl","label":"Resource Type","input":"res-type-input","hint":"Select the type of resource needed"},
+    {"id":"res-type-input","component":"Select","name":"resource_type","placeholder":"Select type...","items":["res-type-fire","res-type-medical","res-type-rescue","res-type-supply","res-type-transport","res-type-comms"]},
+    {"id":"res-type-fire","component":"SelectItem","value":"fire","label":"Fire Suppression"},
+    {"id":"res-type-medical","component":"SelectItem","value":"medical","label":"Medical"},
+    {"id":"res-type-rescue","component":"SelectItem","value":"rescue","label":"Search & Rescue"},
+    {"id":"res-type-supply","component":"SelectItem","value":"supply","label":"Supplies"},
+    {"id":"res-type-transport","component":"SelectItem","value":"transport","label":"Transport"},
+    {"id":"res-type-comms","component":"SelectItem","value":"comms","label":"Communications"},
+    {"id":"res-qty-ctrl","component":"FormControl","label":"Quantity","input":"res-qty-input"},
+    {"id":"res-qty-input","component":"Input","name":"quantity","type":"number","placeholder":"e.g., 5"},
+    {"id":"res-zone-ctrl","component":"FormControl","label":"Zone Needed","input":"res-zone-input"},
+    {"id":"res-zone-input","component":"Select","name":"resource_zone","placeholder":"Select zone...","items":["res-zone-n","res-zone-s","res-zone-e","res-zone-w","res-zone-c"]},
+    {"id":"res-zone-n","component":"SelectItem","value":"north","label":"Zone North"},
+    {"id":"res-zone-s","component":"SelectItem","value":"south","label":"Zone South"},
+    {"id":"res-zone-e","component":"SelectItem","value":"east","label":"Zone East"},
+    {"id":"res-zone-w","component":"SelectItem","value":"west","label":"Zone West"},
+    {"id":"res-zone-c","component":"SelectItem","value":"central","label":"Zone Central"},
+    {"id":"res-priority-ctrl","component":"FormControl","label":"Priority","input":"res-priority-input"},
+    {"id":"res-priority-input","component":"RadioGroup","name":"resource_priority","items":["res-pri-crit","res-pri-high","res-pri-med","res-pri-low"]},
+    {"id":"res-pri-crit","component":"RadioItem","label":"Critical","description":"Immediate need, life safety","value":"critical"},
+    {"id":"res-pri-high","component":"RadioItem","label":"High","description":"Needed within 1 hour","value":"high"},
+    {"id":"res-pri-med","component":"RadioItem","label":"Medium","description":"Needed within 4 hours","value":"medium"},
+    {"id":"res-pri-low","component":"RadioItem","label":"Low","description":"Needed within 12 hours","value":"low"},
+    {"id":"res-notes-ctrl","component":"FormControl","label":"Additional Notes","input":"res-notes-input"},
+    {"id":"res-notes-input","component":"TextArea","name":"resource_notes","placeholder":"Provide context, specific requirements, or justification...","rows":3},
+    {"id":"resource-buttons","component":"Buttons","buttons":["resource-submit-btn"]},
+    {"id":"resource-submit-btn","component":"Button","label":"Submit Resource Request","variant":"primary"},
+
+    {"id":"broadcast-section","component":"Card","direction":"column","gap":"s","children":["broadcast-header","broadcast-form"]},
+    {"id":"broadcast-header","component":"Heading","text":"Broadcast Update","level":"h3"},
+    {"id":"broadcast-form","component":"Form","name":"broadcast_update","fields":["bc-channel-ctrl","bc-priority-ctrl","bc-message-ctrl"],"buttons":"broadcast-buttons"},
+    {"id":"bc-channel-ctrl","component":"FormControl","label":"Broadcast Channel","input":"bc-channel-input","hint":"Select where to send the update"},
+    {"id":"bc-channel-input","component":"CheckBoxGroup","name":"broadcast_channels","items":["bc-ch-all","bc-ch-radio","bc-ch-pa","bc-ch-digital"]},
+    {"id":"bc-ch-all","component":"CheckBoxItem","label":"All Channels","description":"Send to every available channel","name":"ch_all","defaultChecked":true},
+    {"id":"bc-ch-radio","component":"CheckBoxItem","label":"VHF/UHF Radio","description":"Emergency services radio network","name":"ch_radio","defaultChecked":true},
+    {"id":"bc-ch-pa","component":"CheckBoxItem","label":"PA Systems","description":"Shelter and route loudspeakers","name":"ch_pa"},
+    {"id":"bc-ch-digital","component":"CheckBoxItem","label":"Digital/Social","description":"Alert apps, social media, SMS","name":"ch_digital"},
+    {"id":"bc-priority-ctrl","component":"FormControl","label":"Message Priority","input":"bc-priority-input"},
+    {"id":"bc-priority-input","component":"Select","name":"broadcast_priority","items":["bc-pri-flash","bc-pri-urgent","bc-pri-routine"]},
+    {"id":"bc-pri-flash","component":"SelectItem","value":"flash","label":"🔴 FLASH - Immediate"},
+    {"id":"bc-pri-urgent","component":"SelectItem","value":"urgent","label":"🟠 URGENT"},
+    {"id":"bc-pri-routine","component":"SelectItem","value":"routine","label":"🟢 ROUTINE"},
+    {"id":"bc-message-ctrl","component":"FormControl","label":"Message","input":"bc-message-input"},
+    {"id":"bc-message-input","component":"TextArea","name":"broadcast_message","placeholder":"Type the broadcast message here...","rows":4},
+    {"id":"broadcast-buttons","component":"Buttons","buttons":["broadcast-send-btn","broadcast-preview-btn"]},
+    {"id":"broadcast-send-btn","component":"Button","label":"Send Broadcast","variant":"primary","type":"destructive"},
+    {"id":"broadcast-preview-btn","component":"Button","label":"Preview","variant":"secondary"},
+
+    {"id":"sitrep-section","component":"Card","direction":"column","gap":"s","children":["sitrep-header","sitrep-form"]},
+    {"id":"sitrep-header","component":"Heading","text":"File Situation Report","level":"h3"},
+    {"id":"sitrep-form","component":"Form","name":"situation_report","fields":["sr-period-ctrl","sr-zone-ctrl","sr-summary-ctrl","sr-actions-ctrl","sr-needs-ctrl","sr-outlook-ctrl"],"buttons":"sitrep-buttons"},
+    {"id":"sr-period-ctrl","component":"FormControl","label":"Reporting Period","input":"sr-period-input"},
+    {"id":"sr-period-input","component":"Input","name":"reporting_period","type":"text","placeholder":"e.g., 2025-01-15 06:00 - 14:00 UTC"},
+    {"id":"sr-zone-ctrl","component":"FormControl","label":"Zone","input":"sr-zone-input"},
+    {"id":"sr-zone-input","component":"Select","name":"sitrep_zone","placeholder":"Select zone...","items":["sr-zone-all","sr-zone-n","sr-zone-s","sr-zone-e","sr-zone-w","sr-zone-c"]},
+    {"id":"sr-zone-all","component":"SelectItem","value":"all","label":"All Zones"},
+    {"id":"sr-zone-n","component":"SelectItem","value":"north","label":"Zone North"},
+    {"id":"sr-zone-s","component":"SelectItem","value":"south","label":"Zone South"},
+    {"id":"sr-zone-e","component":"SelectItem","value":"east","label":"Zone East"},
+    {"id":"sr-zone-w","component":"SelectItem","value":"west","label":"Zone West"},
+    {"id":"sr-zone-c","component":"SelectItem","value":"central","label":"Zone Central"},
+    {"id":"sr-summary-ctrl","component":"FormControl","label":"Situation Summary","input":"sr-summary-input","hint":"Current state of the emergency"},
+    {"id":"sr-summary-input","component":"TextArea","name":"sit_summary","placeholder":"Describe the current situation...","rows":3},
+    {"id":"sr-actions-ctrl","component":"FormControl","label":"Actions Taken","input":"sr-actions-input"},
+    {"id":"sr-actions-input","component":"TextArea","name":"sit_actions","placeholder":"List actions taken during this period...","rows":3},
+    {"id":"sr-needs-ctrl","component":"FormControl","label":"Unmet Needs","input":"sr-needs-input"},
+    {"id":"sr-needs-input","component":"TextArea","name":"sit_needs","placeholder":"Describe any unmet needs or resource gaps...","rows":3},
+    {"id":"sr-outlook-ctrl","component":"FormControl","label":"Outlook / Next Steps","input":"sr-outlook-input"},
+    {"id":"sr-outlook-input","component":"TextArea","name":"sit_outlook","placeholder":"Expected developments and planned actions...","rows":3},
+    {"id":"sitrep-buttons","component":"Buttons","buttons":["sitrep-submit-btn","sitrep-draft-btn"]},
+    {"id":"sitrep-submit-btn","component":"Button","label":"Submit SITREP","variant":"primary"},
+    {"id":"sitrep-draft-btn","component":"Button","label":"Save as Draft","variant":"secondary"}
+  ]}}
+]
+</a2ui-json>
+
+This dashboard covers all 18 requirements:
+
+| # | Requirement | Location |
+|---|---|---|
+| 1 | Active incidents by zone with severity | Overview tab → Incidents table |
+| 2 | Overall severity summary | Overview tab → Donut chart + breakdown |
+| 3 | Vehicles, personnel & supplies | Resources tab → Assets table |
+| 4 | Shelters with capacity/occupancy | Infrastructure tab → Shelters table |
+| 5 | Evacuation route status | Infrastructure tab → Routes table |
+| 6 | 48-hour weather forecast | Overview tab → Weather table |
+| 7 | Rescued & casualties | Overview tab → Stat cards |
+| 8 | Volunteers with assignments | Resources tab → Volunteers table |
+| 9 | Donations received | Operations tab → Donations table |
+| 10 | Aid requests awaiting action | Operations tab → Aid requests table |
+| 11 | Communication channel status | Infrastructure tab → Comms table |
+| 12 | Roads closed | Infrastructure tab → Roads table |
+| 13 | Hospitals with free beds | Infrastructure tab → Hospitals table |
+| 14 | Open tasks with assignees | Operations tab → Tasks table |
+| 15 | Request more resources | Actions tab → Resource form |
+| 16 | Broadcast an update | Actions tab → Broadcast form |
+| 17 | Focus on one zone | Top-level zone selector dropdown |
+| 18 | File a situation report | Actions tab → SITREP form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r1.txt
new file mode 100644
index 000000000..a3eb18147
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r1.txt
@@ -0,0 +1,778 @@
+
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ceo-quarterly-command-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB"
+    },
+    "sendDataModel": false
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ceo-quarterly-command-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "direction": "column",
+        "gap": "l",
+        "align": "stretch",
+        "justify": "start",
+        "children": [
+          "headerCard",
+          "controlsCard",
+          "financialKpisRow",
+          "growthKpisRow",
+          "trendChartsRow",
+          "opsRow",
+          "riskCard",
+          "initiativesCard",
+          "boardCard"
+        ]
+      },
+      {
+        "id": "headerCard",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "viewTitle",
+          "viewSubtitle"
+        ]
+      },
+      {
+        "id": "viewTitle",
+        "component": "Heading",
+        "text": "CEO Quarterly Command View",
+        "level": "h1"
+      },
+      {
+        "id": "viewSubtitle",
+        "component": "TextContent",
+        "text": "Consolidated view of financial performance, execution, customers, risks, and board priorities.",
+        "size": "small"
+      },
+      {
+        "id": "controlsCard",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "wrap": true,
+        "children": [
+          "quarterControl",
+          "regionControl",
+          "exportButtons"
+        ]
+      },
+      {
+        "id": "quarterControl",
+        "component": "FormControl",
+        "label": "Reporting quarter",
+        "input": "quarterSelect",
+        "hint": "Switch the quarter shown across this command view."
+      },
+      {
+        "id": "quarterSelect",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "Select quarter",
+        "value": "Q3 FY25",
+        "items": [
+          "q1Opt",
+          "q2Opt",
+          "q3Opt",
+          "q4Opt"
+        ]
+      },
+      {
+        "id": "q1Opt",
+        "component": "SelectItem",
+        "value": "Q1 FY25",
+        "label": "Q1 FY25"
+      },
+      {
+        "id": "q2Opt",
+        "component": "SelectItem",
+        "value": "Q2 FY25",
+        "label": "Q2 FY25"
+      },
+      {
+        "id": "q3Opt",
+        "component": "SelectItem",
+        "value": "Q3 FY25",
+        "label": "Q3 FY25"
+      },
+      {
+        "id": "q4Opt",
+        "component": "SelectItem",
+        "value": "Q4 FY25",
+        "label": "Q4 FY25"
+      },
+      {
+        "id": "regionControl",
+        "component": "FormControl",
+        "label": "Region focus",
+        "input": "regionSelect",
+        "hint": "Focus this view on one region."
+      },
+      {
+        "id": "regionSelect",
+        "component": "Select",
+        "name": "region",
+        "placeholder": "Select region",
+        "value": "All regions",
+        "items": [
+          "allRegionOpt",
+          "amerRegionOpt",
+          "emeaRegionOpt",
+          "apacRegionOpt"
+        ]
+      },
+      {
+        "id": "allRegionOpt",
+        "component": "SelectItem",
+        "value": "All regions",
+        "label": "All regions"
+      },
+      {
+        "id": "amerRegionOpt",
+        "component": "SelectItem",
+        "value": "Americas",
+        "label": "Americas"
+      },
+      {
+        "id": "emeaRegionOpt",
+        "component": "SelectItem",
+        "value": "EMEA",
+        "label": "EMEA"
+      },
+      {
+        "id": "apacRegionOpt",
+        "component": "SelectItem",
+        "value": "APAC",
+        "label": "APAC"
+      },
+      {
+        "id": "exportButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "exportButton"
+        ]
+      },
+      {
+        "id": "exportButton",
+        "component": "Button",
+        "label": "Export board pack",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "event": "exportBoardPack",
+            "format": "pdf",
+            "quarter": "Q3 FY25",
+            "region": "All regions"
+          }
+        ]
+      },
+      {
+        "id": "financialKpisRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "revenueCard",
+          "costsCard",
+          "profitCard",
+          "runwayCard"
+        ]
+      },
+      {
+        "id": "revenueCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "revenueLabel",
+          "revenueValue",
+          "revenueNote"
+        ]
+      },
+      {
+        "id": "revenueLabel",
+        "component": "Label",
+        "text": "Revenue"
+      },
+      {
+        "id": "revenueValue",
+        "component": "TextContent",
+        "text": "$10.4M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "revenueNote",
+        "component": "TextContent",
+        "text": "+14.3% vs Q2",
+        "size": "small"
+      },
+      {
+        "id": "costsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "costsLabel",
+          "costsValue",
+          "costsNote"
+        ]
+      },
+      {
+        "id": "costsLabel",
+        "component": "Label",
+        "text": "Costs"
+      },
+      {
+        "id": "costsValue",
+        "component": "TextContent",
+        "text": "$8.2M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "costsNote",
+        "component": "TextContent",
+        "text": "+7.9% vs Q2",
+        "size": "small"
+      },
+      {
+        "id": "profitCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "profitLabel",
+          "profitValue",
+          "profitNote"
+        ]
+      },
+      {
+        "id": "profitLabel",
+        "component": "Label",
+        "text": "Profit"
+      },
+      {
+        "id": "profitValue",
+        "component": "TextContent",
+        "text": "$2.2M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "profitNote",
+        "component": "TextContent",
+        "text": "Margin 21.2%",
+        "size": "small"
+      },
+      {
+        "id": "runwayCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "runwayLabel",
+          "runwayValue",
+          "runwayNote"
+        ]
+      },
+      {
+        "id": "runwayLabel",
+        "component": "Label",
+        "text": "Months of runway"
+      },
+      {
+        "id": "runwayValue",
+        "component": "TextContent",
+        "text": "18.6",
+        "size": "large-heavy"
+      },
+      {
+        "id": "runwayNote",
+        "component": "TextContent",
+        "text": "Based on cash and current burn",
+        "size": "small"
+      },
+      {
+        "id": "growthKpisRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "pipelineCard",
+          "winRateCard",
+          "customersCard",
+          "npsCard"
+        ]
+      },
+      {
+        "id": "pipelineCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "pipelineLabel",
+          "pipelineValue",
+          "pipelineNote"
+        ]
+      },
+      {
+        "id": "pipelineLabel",
+        "component": "Label",
+        "text": "Sales pipeline value"
+      },
+      {
+        "id": "pipelineValue",
+        "component": "TextContent",
+        "text": "$32.8M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "pipelineNote",
+        "component": "TextContent",
+        "text": "Weighted 2-quarter pipeline",
+        "size": "small"
+      },
+      {
+        "id": "winRateCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "winRateLabel",
+          "winRateValue",
+          "winRateNote"
+        ]
+      },
+      {
+        "id": "winRateLabel",
+        "component": "Label",
+        "text": "Win rate"
+      },
+      {
+        "id": "winRateValue",
+        "component": "TextContent",
+        "text": "28.4%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "winRateNote",
+        "component": "TextContent",
+        "text": "+2.1 pts vs Q2",
+        "size": "small"
+      },
+      {
+        "id": "customersCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "customersLabel",
+          "customersValue",
+          "customersNote"
+        ]
+      },
+      {
+        "id": "customersLabel",
+        "component": "Label",
+        "text": "Customer count"
+      },
+      {
+        "id": "customersValue",
+        "component": "TextContent",
+        "text": "1,284",
+        "size": "large-heavy"
+      },
+      {
+        "id": "customersNote",
+        "component": "TextContent",
+        "text": "Logo churn 2.1%",
+        "size": "small"
+      },
+      {
+        "id": "npsCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "npsLabel",
+          "npsValue",
+          "npsNote"
+        ]
+      },
+      {
+        "id": "npsLabel",
+        "component": "Label",
+        "text": "NPS"
+      },
+      {
+        "id": "npsValue",
+        "component": "TextContent",
+        "text": "46",
+        "size": "large-heavy"
+      },
+      {
+        "id": "npsNote",
+        "component": "TextContent",
+        "text": "+4 vs last quarter",
+        "size": "small"
+      },
+      {
+        "id": "trendChartsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "revenueTrendCard",
+          "costTrendCard"
+        ]
+      },
+      {
+        "id": "revenueTrendCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "revenueTrendHeading",
+          "revenueTrendChart"
+        ]
+      },
+      {
+        "id": "revenueTrendHeading",
+        "component": "Heading",
+        "text": "Revenue over four quarters",
+        "level": "h3"
+      },
+      {
+        "id": "revenueTrendChart",
+        "component": "LineChart",
+        "labels": [
+          "Q1 FY25",
+          "Q2 FY25",
+          "Q3 FY25",
+          "Q4 FY25"
+        ],
+        "series": [
+          "revenueSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Quarter",
+        "yLabel": "$M"
+      },
+      {
+        "id": "revenueSeries",
+        "component": "Series",
+        "category": "Revenue ($M)",
+        "values": [
+          8.2,
+          9.1,
+          10.4,
+          11.3
+        ]
+      },
+      {
+        "id": "costTrendCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "costTrendHeading",
+          "costTrendChart"
+        ]
+      },
+      {
+        "id": "costTrendHeading",
+        "component": "Heading",
+        "text": "Costs over four quarters",
+        "level": "h3"
+      },
+      {
+        "id": "costTrendChart",
+        "component": "LineChart",
+        "labels": [
+          "Q1 FY25",
+          "Q2 FY25",
+          "Q3 FY25",
+          "Q4 FY25"
+        ],
+        "series": [
+          "costSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Quarter",
+        "yLabel": "$M"
+      },
+      {
+        "id": "costSeries",
+        "component": "Series",
+        "category": "Costs ($M)",
+        "values": [
+          7.1,
+          7.6,
+          8.2,
+          8.6
+        ]
+      },
+      {
+        "id": "opsRow",
+        "component": "Card",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "budgetCard",
+          "headcountCard"
+        ]
+      },
+      {
+        "id": "budgetCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "budgetHeading",
+          "budgetChart"
+        ]
+      },
+      {
+        "id": "budgetHeading",
+        "component": "Heading",
+        "text": "Department budget vs plan",
+        "level": "h3"
+      },
+      {
+        "id": "budgetChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Engineering",
+          "Sales",
+          "Marketing",
+          "G&A",
+          "Customer Success"
+        ],
+        "series": [
+          "budgetActualSeries",
+          "budgetPlanSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "$M",
+        "yLabel": "Department"
+      },
+      {
+        "id": "budgetActualSeries",
+        "component": "Series",
+        "category": "Actual / forecast",
+        "values": [
+          18.2,
+          12.6,
+          6.1,
+          4.3,
+          3.9
+        ]
+      },
+      {
+        "id": "budgetPlanSeries",
+        "component": "Series",
+        "category": "Plan",
+        "values": [
+          17.5,
+          12.0,
+          6.5,
+          4.6,
+          3.8
+        ]
+      },
+      {
+        "id": "headcountCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "headcountHeading",
+          "headcountChart"
+        ]
+      },
+      {
+        "id": "headcountHeading",
+        "component": "Heading",
+        "text": "Headcount by department",
+        "level": "h3"
+      },
+      {
+        "id": "headcountChart",
+        "component": "BarChart",
+        "labels": [
+          "Engineering",
+          "Sales",
+          "Marketing",
+          "G&A",
+          "Customer Success"
+        ],
+        "series": [
+          "headcountSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Department",
+        "yLabel": "Employees"
+      },
+      {
+        "id": "headcountSeries",
+        "component": "Series",
+        "category": "Headcount",
+        "values": [
+          126,
+          68,
+          32,
+          21,
+          41
+        ]
+      },
+      {
+        "id": "riskCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "riskHeading",
+          "riskTable"
+        ]
+      },
+      {
+        "id": "riskHeading",
+        "component": "Heading",
+        "text": "Top risks",
+        "level": "h3"
+      },
+      {
+        "id": "riskTable",
+        "component": "Table",
+        "columns": [
+          "riskCol",
+          "riskOwnerCol",
+          "riskSeverityCol"
+        ]
+      },
+      {
+        "id": "riskCol",
+        "component": "Col",
+        "label": "Risk",
+        "type": "string",
+        "data": [
+          "Churn risk in top enterprise accounts",
+          "Regulatory review delays product launch",
+          "Supply-chain constraints increase COGS",
+          "Attrition in AI engineering team",
+          "FX exposure on EMEA revenue"
+        ]
+      },
+      {
+        "id": "riskOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "CRO",
+          "General Counsel",
+          "COO",
+          "CHRO",
+          "CFO"
+        ]
+      },
+      {
+        "id": "riskSeverityCol",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "High",
+          "High",
+          "Medium",
+          "High",
+          "Medium"
+        ]
+      },
+      {
+        "id": "initiativesCard",
+        "component": "Card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "initiativesHeading",
+          "initiativesTable"
+        ]
+      },
+      {
+        "id": "initiativesHeading",
+        "component": "Heading",
+        "text": "Strategic initiatives",
+        "level": "h3"
+      },
+      {
+        "id": "initiativesTable",
+        "component": "Table",
+        "columns": [
+          "initiativeCol",
+          "initiativeStatusCol",
+          "initiativeOwnerCol"
+        ]
+      },
+      {
+        "id": "initiativeCol",
+        "component": "Col",
+        "label": "Initiative",
+        "type": "string",
+        "data": [
+          "Enterprise AI copilot rollout",
+          "EMEA expansion",
+          "Customer success automation",
+          "Cost optimization program",
+          "SOC 2 Type II renewal"
+        ]
+      },
+      {
+        "id": "initiativeStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "On Track",
+          "At Risk",
+          "On Track",
+          "Complete",
+          "Blocked"
+        ]
+      },
+      {
+        "id": "initiativeOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "CTO",
+          "CRO",
+          "
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..3da06ac49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r2.txt
@@ -0,0 +1,644 @@
+Here's a comprehensive CEO Quarterly Command View covering all 18 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B2A4A",
+        "agentDisplayName": "CEO Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header-section", "kpi-section", "charts-section", "ops-section", "risk-init-section", "board-section"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "header-controls"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "CEO Quarterly Command View",
+          "level": "h1"
+        },
+        {
+          "id": "header-controls",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["quarter-form", "region-form", "export-btn"]
+        },
+        {
+          "id": "quarter-form",
+          "component": "FormControl",
+          "label": "Quarter",
+          "input": "quarter-select"
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select quarter",
+          "value": "Q2 2025",
+          "items": ["q1-2025", "q2-2025", "q3-2025", "q4-2025"]
+        },
+        {
+          "id": "q1-2025",
+          "component": "SelectItem",
+          "value": "Q1 2025",
+          "label": "Q1 2025"
+        },
+        {
+          "id": "q2-2025",
+          "component": "SelectItem",
+          "value": "Q2 2025",
+          "label": "Q2 2025"
+        },
+        {
+          "id": "q3-2025",
+          "component": "SelectItem",
+          "value": "Q3 2025",
+          "label": "Q3 2025"
+        },
+        {
+          "id": "q4-2025",
+          "component": "SelectItem",
+          "value": "Q4 2025",
+          "label": "Q4 2025"
+        },
+        {
+          "id": "region-form",
+          "component": "FormControl",
+          "label": "Region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All Regions",
+          "value": "All",
+          "items": ["region-all", "region-na", "region-emea", "region-apac", "region-latam"]
+        },
+        {
+          "id": "region-all",
+          "component": "SelectItem",
+          "value": "All",
+          "label": "All Regions"
+        },
+        {
+          "id": "region-na",
+          "component": "SelectItem",
+          "value": "NA",
+          "label": "North America"
+        },
+        {
+          "id": "region-emea",
+          "component": "SelectItem",
+          "value": "EMEA",
+          "label": "EMEA"
+        },
+        {
+          "id": "region-apac",
+          "component": "SelectItem",
+          "value": "APAC",
+          "label": "APAC"
+        },
+        {
+          "id": "region-latam",
+          "component": "SelectItem",
+          "value": "LATAM",
+          "label": "LATAM"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Board Pack",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{"type": "export", "format": "pdf", "label": "Q2 2025 Board Pack"}]
+        },
+        {
+          "id": "kpi-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "s",
+          "wrap": true,
+          "children": ["kpi-revenue", "kpi-costs", "kpi-profit", "kpi-runway", "kpi-pipeline", "kpi-winrate", "kpi-customers", "kpi-churn", "kpi-nps"]
+        },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-revenue-label", "kpi-revenue-value"]
+        },
+        {
+          "id": "kpi-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue",
+          "size": "small"
+        },
+        {
+          "id": "kpi-revenue-value",
+          "component": "TextContent",
+          "text": "**$48.2M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-costs",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-costs-label", "kpi-costs-value"]
+        },
+        {
+          "id": "kpi-costs-label",
+          "component": "TextContent",
+          "text": "Costs",
+          "size": "small"
+        },
+        {
+          "id": "kpi-costs-value",
+          "component": "TextContent",
+          "text": "**$31.7M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-profit",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-profit-label", "kpi-profit-value"]
+        },
+        {
+          "id": "kpi-profit-label",
+          "component": "TextContent",
+          "text": "Profit",
+          "size": "small"
+        },
+        {
+          "id": "kpi-profit-value",
+          "component": "TextContent",
+          "text": "**$16.5M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-runway",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-runway-label", "kpi-runway-value"]
+        },
+        {
+          "id": "kpi-runway-label",
+          "component": "TextContent",
+          "text": "Runway",
+          "size": "small"
+        },
+        {
+          "id": "kpi-runway-value",
+          "component": "TextContent",
+          "text": "**22 mo**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-pipeline",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-pipeline-label", "kpi-pipeline-value"]
+        },
+        {
+          "id": "kpi-pipeline-label",
+          "component": "TextContent",
+          "text": "Pipeline Value",
+          "size": "small"
+        },
+        {
+          "id": "kpi-pipeline-value",
+          "component": "TextContent",
+          "text": "**$112M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-winrate",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-winrate-label", "kpi-winrate-value"]
+        },
+        {
+          "id": "kpi-winrate-label",
+          "component": "TextContent",
+          "text": "Win Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-winrate-value",
+          "component": "TextContent",
+          "text": "**34%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-customers",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-customers-label", "kpi-customers-value"]
+        },
+        {
+          "id": "kpi-customers-label",
+          "component": "TextContent",
+          "text": "Customers",
+          "size": "small"
+        },
+        {
+          "id": "kpi-customers-value",
+          "component": "TextContent",
+          "text": "**1,847**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-churn",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-churn-label", "kpi-churn-value"]
+        },
+        {
+          "id": "kpi-churn-label",
+          "component": "TextContent",
+          "text": "Churn Rate",
+          "size": "small"
+        },
+        {
+          "id": "kpi-churn-value",
+          "component": "TextContent",
+          "text": "**2.1%**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "kpi-nps",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-nps-label", "kpi-nps-value"]
+        },
+        {
+          "id": "kpi-nps-label",
+          "component": "TextContent",
+          "text": "NPS",
+          "size": "small"
+        },
+        {
+          "id": "kpi-nps-value",
+          "component": "TextContent",
+          "text": "**+62**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "charts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["revenue-chart-card", "costs-chart-card"]
+        },
+        {
+          "id": "revenue-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["revenue-chart-header", "revenue-chart"]
+        },
+        {
+          "id": "revenue-chart-header",
+          "component": "CardHeader",
+          "title": "Revenue Trend",
+          "subtitle": "Last 4 quarters ($M)"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "LineChart",
+          "labels": ["Q3 '24", "Q4 '24", "Q1 '25", "Q2 '25"],
+          "series": ["revenue-series"],
+          "xLabel": "Quarter",
+          "yLabel": "Revenue ($M)"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [38.1, 42.5, 45.3, 48.2]
+        },
+        {
+          "id": "costs-chart-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["costs-chart-header", "costs-chart"]
+        },
+        {
+          "id": "costs-chart-header",
+          "component": "CardHeader",
+          "title": "Costs Trend",
+          "subtitle": "Last 4 quarters ($M)"
+        },
+        {
+          "id": "costs-chart",
+          "component": "LineChart",
+          "labels": ["Q3 '24", "Q4 '24", "Q1 '25", "Q2 '25"],
+          "series": ["costs-series"],
+          "xLabel": "Quarter",
+          "yLabel": "Costs ($M)"
+        },
+        {
+          "id": "costs-series",
+          "component": "Series",
+          "category": "Costs",
+          "values": [27.4, 29.1, 30.5, 31.7]
+        },
+        {
+          "id": "ops-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["budget-card", "headcount-card"]
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["budget-header", "budget-table"]
+        },
+        {
+          "id": "budget-header",
+          "component": "CardHeader",
+          "title": "Budget vs Plan by Department",
+          "subtitle": "Q2 2025 actuals vs approved plan ($M)"
+        },
+        {
+          "id": "budget-table",
+          "component": "Table",
+          "columns": ["budget-dept-col", "budget-plan-col", "budget-actual-col", "budget-variance-col"]
+        },
+        {
+          "id": "budget-dept-col",
+          "component": "Col",
+          "label": "Department",
+          "data": ["Engineering", "Sales & Marketing", "Operations", "G&A", "R&D"],
+          "type": "string"
+        },
+        {
+          "id": "budget-plan-col",
+          "component": "Col",
+          "label": "Plan ($M)",
+          "data": [12.0, 9.5, 5.2, 3.8, 4.0],
+          "type": "number"
+        },
+        {
+          "id": "budget-actual-col",
+          "component": "Col",
+          "label": "Actual ($M)",
+          "data": [11.8, 10.1, 5.0, 3.6, 4.2],
+          "type": "number"
+        },
+        {
+          "id": "budget-variance-col",
+          "component": "Col",
+          "label": "Variance",
+          "data": ["-1.7%", "+6.3%", "-3.8%", "-5.3%", "+5.0%"],
+          "type": "string"
+        },
+        {
+          "id": "headcount-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["headcount-header", "headcount-chart"]
+        },
+        {
+          "id": "headcount-header",
+          "component": "CardHeader",
+          "title": "Headcount by Department",
+          "subtitle": "Current FTEs"
+        },
+        {
+          "id": "headcount-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Sales & Mktg", "Operations", "G&A", "R&D"],
+          "series": ["headcount-series"],
+          "xLabel": "Headcount"
+        },
+        {
+          "id": "headcount-series",
+          "component": "Series",
+          "category": "FTEs",
+          "values": [245, 132, 87, 42, 68]
+        },
+        {
+          "id": "risk-init-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["risks-card", "initiatives-card"]
+        },
+        {
+          "id": "risks-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risks-header", "risks-table"]
+        },
+        {
+          "id": "risks-header",
+          "component": "CardHeader",
+          "title": "Top Risks",
+          "subtitle": "Active risk register"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["risk-desc-col", "risk-severity-col", "risk-owner-col"]
+        },
+        {
+          "id": "risk-desc-col",
+          "component": "Col",
+          "label": "Risk",
+          "data": ["Key enterprise contract renewal at risk", "APAC regulatory change (data residency)", "Senior eng attrition spike", "Supply chain delay — hardware SKUs", "Competitor pricing pressure in SMB"],
+          "type": "string"
+        },
+        {
+          "id": "risk-severity-col",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["Critical", "High", "High", "Medium", "Medium"],
+          "type": "string"
+        },
+        {
+          "id": "risk-owner-col",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["CRO — J. Park", "CLO — M. Torres", "CTO — A. Chen", "COO — R. Gupta", "VP Sales — D. Kim"],
+          "type": "string"
+        },
+        {
+          "id": "initiatives-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["initiatives-header", "initiatives-table"]
+        },
+        {
+          "id": "initiatives-header",
+          "component": "CardHeader",
+          "title": "Strategic Initiatives",
+          "subtitle": "FY25 portfolio status"
+        },
+        {
+          "id": "initiatives-table",
+          "component": "Table",
+          "columns": ["init-name-col", "init-status-col", "init-owner-col"]
+        },
+        {
+          "id": "init-name-col",
+          "component": "Col",
+          "label": "Initiative",
+          "data": ["Platform v3.0 launch", "EMEA market expansion", "AI copilot GA", "SOC 2 Type II cert", "Partner ecosystem build"],
+          "type": "string"
+        },
+        {
+          "id": "init-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["On Track", "At Risk", "On Track", "Complete", "Behind"],
+          "type": "string"
+        },
+        {
+          "id": "init-owner-col",
+          "component": "Col",
+          "label": "Lead",
+          "data": ["CTO — A. Chen", "CRO — J. Park", "VP Product — L. Nguyen", "CISO — T. Brooks", "VP Partners — S. Patel"],
+          "type": "string"
+        },
+        {
+          "id": "board-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["board-header", "board-list"]
+        },
+        {
+          "id": "board-header",
+          "component": "CardHeader",
+          "title": "Next Board Meeting Agenda",
+          "subtitle": "July 18, 2025 — Items requiring discussion or approval"
+        },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board-item-1", "board-item-2", "board-item-3", "board-item-4", "board-item-5"]
+        },
+        {
+          "id": "board-item-1",
+          "component": "ListItem",
+          "title": "Q2 financial results & revised FY25 guidance",
+          "subtitle": "CFO presentation — 15 min"
+        },
+        {
+          "id": "board-item-2",
+          "component": "ListItem",
+          "title": "APAC data residency compliance — approval needed",
+          "subtitle": "CLO recommendation — decision required"
+        },
+        {
+          "id": "board-item-3",
+          "component": "ListItem",
+          "title": "Series D timing & target raise discussion",
+          "subtitle": "CEO + CFO — strategic discussion"
+        },
+        {
+          "id": "board-item-4",
+          "component": "ListItem",
+          "title": "AI Copilot GA go/no-go checkpoint",
+          "subtitle": "CTO demo + product readiness review"
+        },
+        {
+          "id": "board-item-5",
+          "component": "ListItem",
+          "title": "Compensation committee: VP-level equity refresh",
+          "subtitle": "CHRO proposal — approval needed"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single-screen command view covers all 18 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Revenue | KPI card — $48.2M |
+| 2 | Costs | KPI card — $31.7M |
+| 3 | Profit | KPI card — $16.5M |
+| 4 | Revenue over 4 quarters | Line chart (Q3'24 → Q2'25) |
+| 5 | Costs over 4 quarters | Line chart (Q3'24 → Q2'25) |
+| 6 | Budget vs plan by dept | Table with Plan, Actual, Variance columns |
+| 7 | Headcount by dept | Horizontal bar chart |
+| 8 | Top risks + owner | Table with severity and named owners |
+| 9 | Strategic initiatives + status | Table with status and lead |
+| 10 | Months of runway | KPI card — 22 months |
+| 11 | Sales pipeline value | KPI card — $112M |
+| 12 | Win rate | KPI card — 34% |
+| 13 | Customer count & churn | Two KPI cards — 1,847 / 2.1% |
+| 14 | NPS | KPI card — +62 |
+| 15 | Board meeting items | Numbered list with 5 agenda items |
+| 16 | Change quarter | Dropdown selector (Q1–Q4 2025) |
+| 17 | Focus on region | Dropdown selector (All / NA / EMEA / APAC / LATAM) |
+| 18 | Export the pack | "Export Board Pack" primary button |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..671b3ae8c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r3.txt
@@ -0,0 +1,622 @@
+Here's your CEO Quarterly Command View — a single, dense executive dashboard covering all 18 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-quarterly-command",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1a1a2e",
+        "agentDisplayName": "Executive Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-quarterly-command",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header-card", "kpi-card", "charts-section", "detail-section", "board-card"]
+        },
+        {
+          "id": "header-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["title-heading", "controls-row"]
+        },
+        {
+          "id": "title-heading",
+          "component": "Heading",
+          "text": "CEO Quarterly Command View",
+          "level": "h1"
+        },
+        {
+          "id": "controls-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["quarter-select", "region-select", "export-btn"]
+        },
+        {
+          "id": "quarter-select",
+          "component": "Select",
+          "name": "quarter",
+          "placeholder": "Select Quarter",
+          "value": "Q4 2024",
+          "size": "medium",
+          "items": ["q1-item", "q2-item", "q3-item", "q4-item"]
+        },
+        {
+          "id": "q1-item",
+          "component": "SelectItem",
+          "value": "Q1 2024",
+          "label": "Q1 2024"
+        },
+        {
+          "id": "q2-item",
+          "component": "SelectItem",
+          "value": "Q2 2024",
+          "label": "Q2 2024"
+        },
+        {
+          "id": "q3-item",
+          "component": "SelectItem",
+          "value": "Q3 2024",
+          "label": "Q3 2024"
+        },
+        {
+          "id": "q4-item",
+          "component": "SelectItem",
+          "value": "Q4 2024",
+          "label": "Q4 2024"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All Regions",
+          "value": "All Regions",
+          "size": "medium",
+          "items": ["all-regions-item", "na-item", "emea-item", "apac-item", "latam-item"]
+        },
+        {
+          "id": "all-regions-item",
+          "component": "SelectItem",
+          "value": "All Regions",
+          "label": "All Regions"
+        },
+        {
+          "id": "na-item",
+          "component": "SelectItem",
+          "value": "North America",
+          "label": "North America"
+        },
+        {
+          "id": "emea-item",
+          "component": "SelectItem",
+          "value": "EMEA",
+          "label": "EMEA"
+        },
+        {
+          "id": "apac-item",
+          "component": "SelectItem",
+          "value": "APAC",
+          "label": "APAC"
+        },
+        {
+          "id": "latam-item",
+          "component": "SelectItem",
+          "value": "LATAM",
+          "label": "LATAM"
+        },
+        {
+          "id": "export-btn",
+          "component": "Button",
+          "label": "Export Board Pack",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "kpi-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["revenue-kpi", "costs-kpi", "profit-kpi", "runway-kpi", "pipeline-kpi", "winrate-kpi", "customers-kpi", "churn-kpi", "nps-kpi"]
+        },
+        {
+          "id": "revenue-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["revenue-label", "revenue-value"]
+        },
+        {
+          "id": "revenue-label",
+          "component": "TextContent",
+          "text": "**Revenue**",
+          "size": "small"
+        },
+        {
+          "id": "revenue-value",
+          "component": "TextContent",
+          "text": "$48.2M",
+          "size": "large-heavy"
+        },
+        {
+          "id": "costs-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["costs-label", "costs-value"]
+        },
+        {
+          "id": "costs-label",
+          "component": "TextContent",
+          "text": "**Costs**",
+          "size": "small"
+        },
+        {
+          "id": "costs-value",
+          "component": "TextContent",
+          "text": "$31.7M",
+          "size": "large-heavy"
+        },
+        {
+          "id": "profit-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["profit-label", "profit-value"]
+        },
+        {
+          "id": "profit-label",
+          "component": "TextContent",
+          "text": "**Profit**",
+          "size": "small"
+        },
+        {
+          "id": "profit-value",
+          "component": "TextContent",
+          "text": "$16.5M",
+          "size": "large-heavy"
+        },
+        {
+          "id": "runway-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["runway-label", "runway-value"]
+        },
+        {
+          "id": "runway-label",
+          "component": "TextContent",
+          "text": "**Runway**",
+          "size": "small"
+        },
+        {
+          "id": "runway-value",
+          "component": "TextContent",
+          "text": "18 mo",
+          "size": "large-heavy"
+        },
+        {
+          "id": "pipeline-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["pipeline-label", "pipeline-value"]
+        },
+        {
+          "id": "pipeline-label",
+          "component": "TextContent",
+          "text": "**Pipeline**",
+          "size": "small"
+        },
+        {
+          "id": "pipeline-value",
+          "component": "TextContent",
+          "text": "$62.4M",
+          "size": "large-heavy"
+        },
+        {
+          "id": "winrate-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["winrate-label", "winrate-value"]
+        },
+        {
+          "id": "winrate-label",
+          "component": "TextContent",
+          "text": "**Win Rate**",
+          "size": "small"
+        },
+        {
+          "id": "winrate-value",
+          "component": "TextContent",
+          "text": "34%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "customers-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["customers-label", "customers-value"]
+        },
+        {
+          "id": "customers-label",
+          "component": "TextContent",
+          "text": "**Customers**",
+          "size": "small"
+        },
+        {
+          "id": "customers-value",
+          "component": "TextContent",
+          "text": "1,247",
+          "size": "large-heavy"
+        },
+        {
+          "id": "churn-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["churn-label", "churn-value"]
+        },
+        {
+          "id": "churn-label",
+          "component": "TextContent",
+          "text": "**Churn**",
+          "size": "small"
+        },
+        {
+          "id": "churn-value",
+          "component": "TextContent",
+          "text": "3.2%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "nps-kpi",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["nps-label", "nps-value"]
+        },
+        {
+          "id": "nps-label",
+          "component": "TextContent",
+          "text": "**NPS**",
+          "size": "small"
+        },
+        {
+          "id": "nps-value",
+          "component": "TextContent",
+          "text": "62",
+          "size": "large-heavy"
+        },
+        {
+          "id": "charts-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["trend-card", "budget-headcount-row"]
+        },
+        {
+          "id": "trend-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["trend-heading", "trend-chart"]
+        },
+        {
+          "id": "trend-heading",
+          "component": "Heading",
+          "text": "Revenue & Costs — Trailing 4 Quarters",
+          "level": "h3"
+        },
+        {
+          "id": "trend-chart",
+          "component": "LineChart",
+          "labels": ["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024"],
+          "series": ["revenue-series", "costs-series"],
+          "variant": "natural",
+          "xLabel": "Quarter",
+          "yLabel": "$ Millions"
+        },
+        {
+          "id": "revenue-series",
+          "component": "Series",
+          "category": "Revenue",
+          "values": [38.1, 41.5, 44.8, 48.2]
+        },
+        {
+          "id": "costs-series",
+          "component": "Series",
+          "category": "Costs",
+          "values": [28.3, 29.1, 30.4, 31.7]
+        },
+        {
+          "id": "budget-headcount-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["budget-card", "headcount-card"]
+        },
+        {
+          "id": "budget-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["budget-heading", "budget-chart"]
+        },
+        {
+          "id": "budget-heading",
+          "component": "Heading",
+          "text": "Budget by Department — Actual vs Plan",
+          "level": "h3"
+        },
+        {
+          "id": "budget-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Operations", "G&A"],
+          "series": ["budget-actual-series", "budget-plan-series"],
+          "variant": "grouped",
+          "xLabel": "$ Millions",
+          "yLabel": "Department"
+        },
+        {
+          "id": "budget-actual-series",
+          "component": "Series",
+          "category": "Actual",
+          "values": [12.4, 8.2, 5.1, 3.8, 2.2]
+        },
+        {
+          "id": "budget-plan-series",
+          "component": "Series",
+          "category": "Plan",
+          "values": [13.0, 8.5, 5.8, 3.5, 2.4]
+        },
+        {
+          "id": "headcount-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["headcount-heading", "headcount-chart"]
+        },
+        {
+          "id": "headcount-heading",
+          "component": "Heading",
+          "text": "Headcount by Department",
+          "level": "h3"
+        },
+        {
+          "id": "headcount-chart",
+          "component": "BarChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Operations", "G&A"],
+          "series": ["headcount-series"],
+          "variant": "grouped",
+          "xLabel": "Department",
+          "yLabel": "Headcount"
+        },
+        {
+          "id": "headcount-series",
+          "component": "Series",
+          "category": "Headcount",
+          "values": [142, 68, 34, 28, 18]
+        },
+        {
+          "id": "detail-section",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "l",
+          "children": ["risks-card", "initiatives-card"]
+        },
+        {
+          "id": "risks-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risks-heading", "risks-table"]
+        },
+        {
+          "id": "risks-heading",
+          "component": "Heading",
+          "text": "Top Risks",
+          "level": "h3"
+        },
+        {
+          "id": "risks-table",
+          "component": "Table",
+          "columns": ["risk-col", "impact-col", "likelihood-col", "owner-col"]
+        },
+        {
+          "id": "risk-col",
+          "component": "Col",
+          "label": "Risk",
+          "data": ["Supply chain disruption", "Key talent attrition", "Regulatory change (EU AI Act)", "Cybersecurity breach"],
+          "type": "string"
+        },
+        {
+          "id": "impact-col",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["High", "Medium", "High", "Critical"],
+          "type": "string"
+        },
+        {
+          "id": "likelihood-col",
+          "component": "Col",
+          "label": "Likelihood",
+          "data": ["Medium", "High", "Medium", "Low"],
+          "type": "string"
+        },
+        {
+          "id": "owner-col",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["CFO — J. Park", "CHRO — M. Davis", "General Counsel — R. Chen", "CISO — A. Novak"],
+          "type": "string"
+        },
+        {
+          "id": "initiatives-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["init-heading", "init-table"]
+        },
+        {
+          "id": "init-heading",
+          "component": "Heading",
+          "text": "Strategic Initiatives",
+          "level": "h3"
+        },
+        {
+          "id": "init-table",
+          "component": "Table",
+          "columns": ["init-name-col", "init-status-col", "init-owner-col", "init-target-col"]
+        },
+        {
+          "id": "init-name-col",
+          "component": "Col",
+          "label": "Initiative",
+          "data": ["AI Platform Launch", "APAC Market Expansion", "Cost Optimization Program", "Customer Success Revamp", "Series D Preparation"],
+          "type": "string"
+        },
+        {
+          "id": "init-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 On Track", "🟡 At Risk", "🟢 On Track", "🔴 Delayed", "🟢 On Track"],
+          "type": "string"
+        },
+        {
+          "id": "init-owner-col",
+          "component": "Col",
+          "label": "Owner",
+          "data": ["CTO — S. Kim", "VP Intl — L. Torres", "COO — D. Wright", "CRO — P. Patel", "CEO + CFO"],
+          "type": "string"
+        },
+        {
+          "id": "init-target-col",
+          "component": "Col",
+          "label": "Target",
+          "data": ["Q1 2025", "Q2 2025", "Q1 2025", "Q1 2025", "Q2 2025"],
+          "type": "string"
+        },
+        {
+          "id": "board-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["board-heading", "board-list"]
+        },
+        {
+          "id": "board-heading",
+          "component": "Heading",
+          "text": "Next Board Meeting — Agenda Items",
+          "level": "h3"
+        },
+        {
+          "id": "board-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["board-item-1", "board-item-2", "board-item-3", "board-item-4", "board-item-5", "board-item-6"]
+        },
+        {
+          "id": "board-item-1",
+          "component": "ListItem",
+          "title": "Q4 Financial Review & FY2024 Close",
+          "subtitle": "CFO presentation — 15 min"
+        },
+        {
+          "id": "board-item-2",
+          "component": "ListItem",
+          "title": "APAC Expansion Go/No-Go Decision",
+          "subtitle": "Requires board vote — 20 min"
+        },
+        {
+          "id": "board-item-3",
+          "component": "ListItem",
+          "title": "Series D Timing & Target Raise",
+          "subtitle": "CEO + CFO joint presentation — 15 min"
+        },
+        {
+          "id": "board-item-4",
+          "component": "ListItem",
+          "title": "AI Platform Go-to-Market Strategy",
+          "subtitle": "CTO demo + CRO pipeline review — 20 min"
+        },
+        {
+          "id": "board-item-5",
+          "component": "ListItem",
+          "title": "Executive Compensation & Equity Refresh",
+          "subtitle": "Comp Committee recommendation — 10 min"
+        },
+        {
+          "id": "board-item-6",
+          "component": "ListItem",
+          "title": "EU AI Act Compliance Roadmap",
+          "subtitle": "General Counsel briefing — 10 min"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This single screen delivers all 18 items:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Revenue | KPI card — **$48.2M** |
+| 2 | Costs | KPI card — **$31.7M** |
+| 3 | Profit | KPI card — **$16.5M** |
+| 4 | Revenue over 4Q | Line chart (natural curve) |
+| 5 | Costs over 4Q | Same line chart, second series |
+| 6 | Budget vs Plan | Grouped horizontal bar chart by dept |
+| 7 | Headcount by dept | Vertical bar chart |
+| 8 | Top risks + owner | Table with impact, likelihood, named owner |
+| 9 | Strategic initiatives + status | Table with traffic-light status + owner + target |
+| 10 | Months of runway | KPI card — **18 mo** |
+| 11 | Pipeline value | KPI card — **$62.4M** |
+| 12 | Win rate | KPI card — **34%** |
+| 13 | Customers & churn | Two KPI cards — **1,247** / **3.2%** |
+| 14 | NPS | KPI card — **62** |
+| 15 | Board meeting items | Numbered list with time allocations |
+| 16 | Change quarter | Select dropdown (Q1–Q4 2024) |
+| 17 | Focus on region | Select dropdown (All / NA / EMEA / APAC / LATAM) |
+| 18 | Export the pack | Primary "Export Board Pack" button |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..505e0005b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-exec__r4.txt
@@ -0,0 +1,417 @@
+
+
+Here's a single-screen CEO command view covering all 18 items — KPIs, four-quarter trends, department budget/headcount, risks and initiatives with owners, board agenda, and quarter/region/export controls in the header.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "ceo-command-view",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1E40AF",
+        "agentDisplayName": "CEO Command View"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "ceo-command-view",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["headerCard", "finCard", "trendsCard", "deptCard", "salesCard", "riskCard", "initCard", "boardCard", "footerNote"]
+        },
+        {
+          "id": "headerCard",
+          "component": "Card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": ["headerTitleBlock", "controlsForm"]
+        },
+        {
+          "id": "headerTitleBlock",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["headerTitle", "headerSub"]
+        },
+        { "id": "headerTitle", "component": "Heading", "text": "CEO Command View", "level": "h1" },
+        { "id": "headerSub", "component": "TextContent", "size": "small", "text": "Quarterly operating picture · unaudited management accounts · updated Jan 6, 07:00 ET" },
+        {
+          "id": "controlsForm",
+          "component": "Form",
+          "name": "viewControls",
+          "fields": ["fcQuarter", "fcRegion"],
+          "buttons": "exportButtons"
+        },
+        { "id": "fcQuarter", "component": "FormControl", "label": "Quarter", "input": "quarterSelect" },
+        {
+          "id": "quarterSelect",
+          "component": "Select",
+          "name": "quarter",
+          "value": "q4-2025",
+          "items": ["optQ1", "optQ2", "optQ3", "optQ4"]
+        },
+        { "id": "optQ1", "component": "SelectItem", "value": "q1-2025", "label": "Q1 2025" },
+        { "id": "optQ2", "component": "SelectItem", "value": "q2-2025", "label": "Q2 2025" },
+        { "id": "optQ3", "component": "SelectItem", "value": "q3-2025", "label": "Q3 2025" },
+        { "id": "optQ4", "component": "SelectItem", "value": "q4-2025", "label": "Q4 2025" },
+        { "id": "fcRegion", "component": "FormControl", "label": "Region focus", "input": "regionSelect" },
+        {
+          "id": "regionSelect",
+          "component": "Select",
+          "name": "region",
+          "value": "global",
+          "items": ["optGlobal", "optAmericas", "optEMEA", "optAPAC"]
+        },
+        { "id": "optGlobal", "component": "SelectItem", "value": "global", "label": "Global (all regions)" },
+        { "id": "optAmericas", "component": "SelectItem", "value": "americas", "label": "Americas" },
+        { "id": "optEMEA", "component": "SelectItem", "value": "emea", "label": "EMEA" },
+        { "id": "optAPAC", "component": "SelectItem", "value": "apac", "label": "APAC" },
+        { "id": "exportButtons", "component": "Buttons", "direction": "row", "buttons": ["exportButton"] },
+        {
+          "id": "exportButton",
+          "component": "Button",
+          "label": "Export board pack",
+          "variant": "primary",
+          "action": [{ "event": "exportBoardPack", "format": "pdf", "quarter": "q4-2025", "region": "global" }]
+        },
+        {
+          "id": "finCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["finHeader", "finKpis"]
+        },
+        { "id": "finHeader", "component": "CardHeader", "title": "Financial performance", "subtitle": "Q4 2025 · USD" },
+        {
+          "id": "finKpis",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpiRevenue", "kpiCosts", "kpiProfit", "kpiRunway"]
+        },
+        {
+          "id": "kpiRevenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiRevenueLabel", "kpiRevenueValue", "kpiRevenueDelta"]
+        },
+        { "id": "kpiRevenueLabel", "component": "Label", "text": "Revenue" },
+        { "id": "kpiRevenueValue", "component": "TextContent", "size": "large-heavy", "text": "$48.2M" },
+        { "id": "kpiRevenueDelta", "component": "TextContent", "size": "small", "text": "▲ 7.6% vs Q3" },
+        {
+          "id": "kpiCosts",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCostsLabel", "kpiCostsValue", "kpiCostsDelta"]
+        },
+        { "id": "kpiCostsLabel", "component": "Label", "text": "Costs" },
+        { "id": "kpiCostsValue", "component": "TextContent", "size": "large-heavy", "text": "$31.7M" },
+        { "id": "kpiCostsDelta", "component": "TextContent", "size": "small", "text": "▲ 3.6% vs Q3" },
+        {
+          "id": "kpiProfit",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiProfitLabel", "kpiProfitValue", "kpiProfitDelta"]
+        },
+        { "id": "kpiProfitLabel", "component": "Label", "text": "Profit" },
+        { "id": "kpiProfitValue", "component": "TextContent", "size": "large-heavy", "text": "$16.5M" },
+        { "id": "kpiProfitDelta", "component": "TextContent", "size": "small", "text": "34.2% margin · ▲ 15.4% vs Q3" },
+        {
+          "id": "kpiRunway",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiRunwayLabel", "kpiRunwayValue", "kpiRunwayDelta"]
+        },
+        { "id": "kpiRunwayLabel", "component": "Label", "text": "Runway" },
+        { "id": "kpiRunwayValue", "component": "TextContent", "size": "large-heavy", "text": "19 mo" },
+        { "id": "kpiRunwayDelta", "component": "TextContent", "size": "small", "text": "cash balance $52M" },
+        {
+          "id": "trendsCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["trendsHeader", "trendsRow"]
+        },
+        { "id": "trendsHeader", "component": "CardHeader", "title": "Four-quarter trends", "subtitle": "FY2025 · USD millions" },
+        {
+          "id": "trendsRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["revChartCard", "costChartCard"]
+        },
+        {
+          "id": "revChartCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["revChartTitle", "revChart"]
+        },
+        { "id": "revChartTitle", "component": "Label", "text": "Revenue over four quarters" },
+        {
+          "id": "revChart",
+          "component": "LineChart",
+          "labels": ["Q1 '25", "Q2 '25", "Q3 '25", "Q4 '25"],
+          "series": ["revSeries"],
+          "variant": "linear",
+          "yLabel": "$M"
+        },
+        { "id": "revSeries", "component": "Series", "category": "Revenue", "values": [38.1, 41.5, 44.9, 48.2] },
+        {
+          "id": "costChartCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["costChartTitle", "costChart"]
+        },
+        { "id": "costChartTitle", "component": "Label", "text": "Costs over four quarters" },
+        {
+          "id": "costChart",
+          "component": "LineChart",
+          "labels": ["Q1 '25", "Q2 '25", "Q3 '25", "Q4 '25"],
+          "series": ["costSeries"],
+          "variant": "linear",
+          "yLabel": "$M"
+        },
+        { "id": "costSeries", "component": "Series", "category": "Costs", "values": [27.9, 29.4, 30.6, 31.7] },
+        {
+          "id": "deptCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["deptHeader", "deptRow"]
+        },
+        { "id": "deptHeader", "component": "CardHeader", "title": "Departments", "subtitle": "Q4 budget vs plan ($M) and headcount" },
+        {
+          "id": "deptRow",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["budgetChartCard", "headcountChartCard"]
+        },
+        {
+          "id": "budgetChartCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["budgetChartTitle", "budgetChart"]
+        },
+        { "id": "budgetChartTitle", "component": "Label", "text": "Budget by department vs plan ($M)" },
+        {
+          "id": "budgetChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Customer Success", "G&A"],
+          "series": ["budgetActualSeries", "budgetPlanSeries"],
+          "variant": "grouped",
+          "xLabel": "$M"
+        },
+        { "id": "budgetActualSeries", "component": "Series", "category": "Actual", "values": [12.1, 8.4, 4.2, 3.9, 3.1] },
+        { "id": "budgetPlanSeries", "component": "Series", "category": "Plan", "values": [11.5, 8.0, 4.5, 3.8, 3.0] },
+        {
+          "id": "headcountChartCard",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["headcountChartTitle", "headcountChart"]
+        },
+        { "id": "headcountChartTitle", "component": "Label", "text": "Headcount by department (total 544)" },
+        {
+          "id": "headcountChart",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Sales", "Marketing", "Customer Success", "G&A"],
+          "series": ["headcountSeries"],
+          "variant": "grouped"
+        },
+        { "id": "headcountSeries", "component": "Series", "category": "Headcount", "values": [236, 142, 58, 67, 41] },
+        {
+          "id": "salesCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["salesHeader", "salesKpis"]
+        },
+        { "id": "salesHeader", "component": "CardHeader", "title": "Sales & customers", "subtitle": "Q4 2025" },
+        {
+          "id": "salesKpis",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpiPipeline", "kpiWinRate", "kpiCustomers", "kpiChurn", "kpiNPS"]
+        },
+        {
+          "id": "kpiPipeline",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiPipelineLabel", "kpiPipelineValue", "kpiPipelineSub"]
+        },
+        { "id": "kpiPipelineLabel", "component": "Label", "text": "Sales pipeline" },
+        { "id": "kpiPipelineValue", "component": "TextContent", "size": "large-heavy", "text": "$86.4M" },
+        { "id": "kpiPipelineSub", "component": "TextContent", "size": "small", "text": "weighted $34.6M" },
+        {
+          "id": "kpiWinRate",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiWinRateLabel", "kpiWinRateValue", "kpiWinRateSub"]
+        },
+        { "id": "kpiWinRateLabel", "component": "Label", "text": "Win rate" },
+        { "id": "kpiWinRateValue", "component": "TextContent", "size": "large-heavy", "text": "27%" },
+        { "id": "kpiWinRateSub", "component": "TextContent", "size": "small", "text": "target 25%" },
+        {
+          "id": "kpiCustomers",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiCustomersLabel", "kpiCustomersValue", "kpiCustomersSub"]
+        },
+        { "id": "kpiCustomersLabel", "component": "Label", "text": "Customers" },
+        { "id": "kpiCustomersValue", "component": "TextContent", "size": "large-heavy", "text": "1,284" },
+        { "id": "kpiCustomersSub", "component": "TextContent", "size": "small", "text": "+62 net new" },
+        {
+          "id": "kpiChurn",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiChurnLabel", "kpiChurnValue", "kpiChurnSub"]
+        },
+        { "id": "kpiChurnLabel", "component": "Label", "text": "Churn" },
+        { "id": "kpiChurnValue", "component": "TextContent", "size": "large-heavy", "text": "2.1%" },
+        { "id": "kpiChurnSub", "component": "TextContent", "size": "small", "text": "logo churn · quarterly" },
+        {
+          "id": "kpiNPS",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpiNPSLabel", "kpiNPSValue", "kpiNPSSub"]
+        },
+        { "id": "kpiNPSLabel", "component": "Label", "text": "NPS" },
+        { "id": "kpiNPSValue", "component": "TextContent", "size": "large-heavy", "text": "62" },
+        { "id": "kpiNPSSub", "component": "TextContent", "size": "small", "text": "+4 pts vs Q3" },
+        {
+          "id": "riskCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["riskHeader", "riskTable"]
+        },
+        { "id": "riskHeader", "component": "CardHeader", "title": "Top risks", "subtitle": "Each risk has a named owner" },
+        {
+          "id": "riskTable",
+          "component": "Table",
+          "columns": ["riskNameCol", "riskSevCol", "riskOwnerCol", "riskMitCol"]
+        },
+        {
+          "id": "riskNameCol",
+          "component": "Col",
+          "label": "Risk",
+          "type": "string",
+          "data": [
+            "Enterprise renewal slippage — Acme Corp ($4.2M)",
+            "GPU/infra cost inflation eroding margin",
+            "EU data-residency ruling impacts EMEA roadmap",
+            "Platform-team attrition risk (3 key engineers)"
+          ]
+        },
+        { "id": "riskSevCol", "component": "Col", "label": "Severity", "type": "string", "data": ["High", "High", "Medium", "Medium"] },
+        { "id": "riskOwnerCol", "component": "Col", "label": "Owner", "type": "string", "data": ["J. Kim — CRO", "A. Patel — CFO", "M. Rossi — GC", "S. Chen — CTO"] },
+        {
+          "id": "riskMitCol",
+          "component": "Col",
+          "label": "Mitigation",
+          "type": "string",
+          "data": [
+            "Exec sponsor engaged; weekly war-room",
+            "Reserved-capacity deal in negotiation",
+            "EU hosting option scoped with Legal",
+            "Retention packages proposed"
+          ]
+        },
+        {
+          "id": "initCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["initHeader", "initTable"]
+        },
+        { "id": "initHeader", "component": "CardHeader", "title": "Strategic initiatives", "subtitle": "Status and next milestone for each" },
+        {
+          "id": "initTable",
+          "component": "Table",
+          "columns": ["initNameCol", "initStatusCol", "initOwnerCol", "initMileCol"]
+        },
+        {
+          "id": "initNameCol",
+          "component": "Col",
+          "label": "Initiative",
+          "type": "string",
+          "data": ["Enterprise tier launch", "APAC market entry", "Platform v3 migration", "AI copilot beta", "SOC 2 Type II"]
+        },
+        { "id": "initStatusCol", "component": "Col", "label": "Status", "type": "string", "data": ["On track", "At risk", "On track", "Off track", "Done"] },
+        { "id": "initOwnerCol", "component": "Col", "label": "Owner", "type": "string", "data": ["J. Kim — CRO", "L. Nguyen — VP Intl", "S. Chen — CTO", "D. Okafor — VP Product", "R. Iyer — CISO"] },
+        { "id": "initMileCol", "component": "Col", "label": "Next milestone", "type": "string", "data": ["GA Nov 30", "Go/no-go Dec 15", "Cutover Jan 20", "Re-scope Jan 10", "Certified Nov 2"] },
+        {
+          "id": "boardCard",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["boardHeader", "boardList"]
+        },
+        { "id": "boardHeader", "component": "CardHeader", "title": "Next board meeting", "subtitle": "Feb 12 · agenda items for decision" },
+        {
+          "id": "boardList",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["boardItem1", "boardItem2", "boardItem3", "boardItem4", "boardItem5"]
+        },
+        { "id": "boardItem1", "component": "ListItem", "title": "FY26 operating plan approval", "subtitle": "Finance · decision required" },
+        { "id": "boardItem2", "component": "ListItem", "title": "APAC entry go/no-go", "subtitle": "Strategy · decision required" },
+        { "id": "boardItem3", "component": "ListItem", "title": "Series D timing & target range", "subtitle": "Financing · discussion" },
+        { "id": "boardItem4", "component": "ListItem", "title": "AI copilot revised scope", "subtitle": "Product · approval" },
+        { "id": "boardItem5", "component": "ListItem", "title": "Executive comp refresh", "subtitle": "Comp committee · vote" },
+        {
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..4c9d22f7e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r1.txt
@@ -0,0 +1,802 @@
+
+
+Here's your complete trading desk morning workspace covering all 17 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1a73e8",
+        "agentDisplayName": "Trading Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-metrics", "positions-exposure-row", "movers-watchlist-row", "orders-risk-row", "market-intel-row", "strategy-perf-row", "actions-row"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header-metrics",
+          "component": "Card",
+          "children": ["metric-portfolio", "metric-pnl", "metric-var", "metric-margin"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "card"
+        },
+        {
+          "id": "metric-portfolio",
+          "component": "Card",
+          "children": ["portfolio-label", "portfolio-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "portfolio-label",
+          "component": "TextContent",
+          "text": "**Portfolio Value**",
+          "size": "small"
+        },
+        {
+          "id": "portfolio-value",
+          "component": "TextContent",
+          "text": "$48,237,510.42",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-pnl",
+          "component": "Card",
+          "children": ["pnl-label", "pnl-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "pnl-label",
+          "component": "TextContent",
+          "text": "**P&L Today**",
+          "size": "small"
+        },
+        {
+          "id": "pnl-value",
+          "component": "TextContent",
+          "text": "+$312,847.19 (+0.65%)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-var",
+          "component": "Card",
+          "children": ["var-label", "var-value"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "var-label",
+          "component": "TextContent",
+          "text": "**Value at Risk (95%)**",
+          "size": "small"
+        },
+        {
+          "id": "var-value",
+          "component": "TextContent",
+          "text": "$1,245,000",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-margin",
+          "component": "Card",
+          "children": ["margin-label", "margin-progress", "margin-text"],
+          "direction": "column",
+          "gap": "xs",
+          "variant": "sunk",
+          "weight": 1
+        },
+        {
+          "id": "margin-label",
+          "component": "TextContent",
+          "text": "**Margin In Use**",
+          "size": "small"
+        },
+        {
+          "id": "margin-progress",
+          "component": "Progress",
+          "value": 72,
+          "label": "72% of $15M limit"
+        },
+        {
+          "id": "margin-text",
+          "component": "TextContent",
+          "text": "$10,800,000 / $15,000,000",
+          "size": "small"
+        },
+        {
+          "id": "positions-exposure-row",
+          "component": "Card",
+          "children": ["positions-card", "exposure-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "positions-card",
+          "component": "Card",
+          "children": ["positions-header", "positions-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 3
+        },
+        {
+          "id": "positions-header",
+          "component": "CardHeader",
+          "title": "Open Positions",
+          "subtitle": "12 active positions"
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": ["pos-ticker", "pos-size", "pos-entry", "pos-current", "pos-pnl"]
+        },
+        {
+          "id": "pos-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["AAPL", "MSFT", "NVDA", "TSLA", "AMZN", "GOOGL", "META", "JPM", "V", "UNH", "XOM", "LLY"],
+          "type": "string"
+        },
+        {
+          "id": "pos-size",
+          "component": "Col",
+          "label": "Size",
+          "data": ["5,000", "3,200", "1,800", "2,400", "2,100", "1,500", "2,800", "4,000", "3,500", "800", "6,000", "1,200"],
+          "type": "string"
+        },
+        {
+          "id": "pos-entry",
+          "component": "Col",
+          "label": "Entry",
+          "data": ["$189.42", "$412.30", "$875.50", "$242.18", "$178.65", "$141.20", "$502.75", "$198.40", "$279.85", "$528.30", "$104.12", "$782.45"],
+          "type": "string"
+        },
+        {
+          "id": "pos-current",
+          "component": "Col",
+          "label": "Current",
+          "data": ["$194.87", "$418.92", "$912.34", "$238.45", "$183.21", "$143.87", "$518.42", "$201.15", "$284.60", "$535.18", "$107.89", "$798.12"],
+          "type": "string"
+        },
+        {
+          "id": "pos-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L",
+          "data": ["+$27,250", "+$21,184", "+$66,312", "-$8,952", "+$9,576", "+$4,005", "+$43,876", "+$11,000", "+$16,625", "+$5,504", "+$22,620", "+$18,804"],
+          "type": "string"
+        },
+        {
+          "id": "exposure-card",
+          "component": "Card",
+          "children": ["exposure-header", "exposure-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "exposure-header",
+          "component": "CardHeader",
+          "title": "Sector Exposure",
+          "subtitle": "By notional value"
+        },
+        {
+          "id": "exposure-chart",
+          "component": "PieChart",
+          "labels": ["Technology", "Healthcare", "Financials", "Energy", "Consumer Disc.", "Communication"],
+          "values": [42, 18, 15, 12, 8, 5],
+          "variant": "donut"
+        },
+        {
+          "id": "movers-watchlist-row",
+          "component": "Card",
+          "children": ["movers-card", "watchlist-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "movers-card",
+          "component": "Card",
+          "children": ["movers-header", "movers-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "movers-header",
+          "component": "CardHeader",
+          "title": "Today's Biggest Movers",
+          "subtitle": "Top gainers and losers"
+        },
+        {
+          "id": "movers-table",
+          "component": "Table",
+          "columns": ["movers-ticker", "movers-direction", "movers-change"]
+        },
+        {
+          "id": "movers-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["NVDA", "META", "XOM", "TSLA", "PFE", "BA"],
+          "type": "string"
+        },
+        {
+          "id": "movers-direction",
+          "component": "Col",
+          "label": "Direction",
+          "data": ["▲ Gainer", "▲ Gainer", "▲ Gainer", "▼ Loser", "▼ Loser", "▼ Loser"],
+          "type": "string"
+        },
+        {
+          "id": "movers-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["+4.21%", "+3.12%", "+3.62%", "-1.54%", "-2.87%", "-3.15%"],
+          "type": "string"
+        },
+        {
+          "id": "watchlist-card",
+          "component": "Card",
+          "children": ["watchlist-header", "watchlist-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "watchlist-header",
+          "component": "CardHeader",
+          "title": "Watchlist",
+          "subtitle": "Instruments being monitored"
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": ["watch-ticker", "watch-price", "watch-change"]
+        },
+        {
+          "id": "watch-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["SPY", "QQQ", "IWM", "GLD", "USO", "BTC-USD", "EUR/USD", "10Y UST"],
+          "type": "string"
+        },
+        {
+          "id": "watch-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$528.43", "$462.18", "$208.75", "$2,342.50", "$78.42", "$67,842", "1.0842", "4.28%"],
+          "type": "string"
+        },
+        {
+          "id": "watch-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["+0.42%", "+0.68%", "-0.21%", "+0.15%", "+1.82%", "+2.34%", "-0.08%", "+2bp"],
+          "type": "string"
+        },
+        {
+          "id": "orders-risk-row",
+          "component": "Card",
+          "children": ["orders-card", "risk-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "orders-card",
+          "component": "Card",
+          "children": ["orders-header", "orders-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "orders-header",
+          "component": "CardHeader",
+          "title": "Working Orders",
+          "subtitle": "5 active orders"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["ord-ticker", "ord-side", "ord-qty", "ord-type", "ord-limit", "ord-status"]
+        },
+        {
+          "id": "ord-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["AAPL", "NVDA", "TSLA", "MSFT", "AMZN"],
+          "type": "string"
+        },
+        {
+          "id": "ord-side",
+          "component": "Col",
+          "label": "Side",
+          "data": ["BUY", "BUY", "SELL", "BUY", "SELL"],
+          "type": "string"
+        },
+        {
+          "id": "ord-qty",
+          "component": "Col",
+          "label": "Qty",
+          "data": ["1,000", "500", "800", "1,200", "600"],
+          "type": "string"
+        },
+        {
+          "id": "ord-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Limit", "Stop-Limit", "Limit", "TWAP", "Limit"],
+          "type": "string"
+        },
+        {
+          "id": "ord-limit",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$192.00", "$920.00", "$245.00", "$415.00", "$185.00"],
+          "type": "string"
+        },
+        {
+          "id": "ord-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Working", "Working", "Working", "Executing", "Working"],
+          "type": "string"
+        },
+        {
+          "id": "risk-card",
+          "component": "Card",
+          "children": ["risk-header", "risk-alert-1", "risk-alert-2", "risk-alert-3"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "risk-header",
+          "component": "CardHeader",
+          "title": "Risk Limits",
+          "subtitle": "Approaching breach"
+        },
+        {
+          "id": "risk-alert-1",
+          "component": "Alert",
+          "title": "Sector Concentration — Technology",
+          "description": "At 42% vs 45% limit. Only 3% headroom remaining.",
+          "variant": "warning"
+        },
+        {
+          "id": "risk-alert-2",
+          "component": "Alert",
+          "title": "Single Name Exposure — NVDA",
+          "description": "$1.64M notional vs $2.0M limit (82% utilized).",
+          "variant": "warning"
+        },
+        {
+          "id": "risk-alert-3",
+          "component": "Alert",
+          "title": "Daily VaR Breach",
+          "description": "95% VaR at $1.245M vs $1.5M limit. Approaching threshold.",
+          "variant": "destructive"
+        },
+        {
+          "id": "market-intel-row",
+          "component": "Card",
+          "children": ["headlines-card", "econ-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "headlines-card",
+          "component": "Card",
+          "children": ["headlines-header", "headlines-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 2
+        },
+        {
+          "id": "headlines-header",
+          "component": "CardHeader",
+          "title": "Market Headlines",
+          "subtitle": "With sentiment analysis"
+        },
+        {
+          "id": "headlines-table",
+          "component": "Table",
+          "columns": ["hl-time", "hl-headline", "hl-sentiment"]
+        },
+        {
+          "id": "hl-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["06:42", "07:15", "07:38", "08:02", "08:21"],
+          "type": "string"
+        },
+        {
+          "id": "hl-headline",
+          "component": "Col",
+          "label": "Headline",
+          "data": ["Fed's Powell signals patience on rate cuts amid sticky inflation", "NVIDIA beats Q4 expectations, guides above consensus", "China PMI expands for 3rd consecutive month", "Oil rallies on OPEC+ supply cut extension", "Eurozone inflation falls to 2.4%, ECB cut expectations rise"],
+          "type": "string"
+        },
+        {
+          "id": "hl-sentiment",
+          "component": "Col",
+          "label": "Sentiment",
+          "data": ["🔴 Bearish", "🟢 Bullish", "🟢 Bullish", "🟡 Mixed", "🟢 Bullish"],
+          "type": "string"
+        },
+        {
+          "id": "econ-card",
+          "component": "Card",
+          "children": ["econ-header", "econ-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "econ-header",
+          "component": "CardHeader",
+          "title": "Economic Releases",
+          "subtitle": "This week"
+        },
+        {
+          "id": "econ-table",
+          "component": "Table",
+          "columns": ["econ-day", "econ-event", "econ-impact"]
+        },
+        {
+          "id": "econ-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Mon", "Tue", "Wed", "Thu", "Fri"],
+          "type": "string"
+        },
+        {
+          "id": "econ-event",
+          "component": "Col",
+          "label": "Event",
+          "data": ["ISM Manufacturing", "JOLTS Job Openings", "ADP Employment", "Initial Jobless Claims", "Non-Farm Payrolls"],
+          "type": "string"
+        },
+        {
+          "id": "econ-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["Medium", "Medium", "High", "Medium", "High"],
+          "type": "string"
+        },
+        {
+          "id": "strategy-perf-row",
+          "component": "Card",
+          "children": ["strategy-returns-card", "drawdown-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "strategy-returns-card",
+          "component": "Card",
+          "children": ["strategy-header", "strategy-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "strategy-header",
+          "component": "CardHeader",
+          "title": "Strategy Returns YTD",
+          "subtitle": "Performance by strategy"
+        },
+        {
+          "id": "strategy-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Long/Short Equity", "Global Macro", "Stat Arb", "Event Driven", "Systematic Momentum"],
+          "series": ["strategy-series"],
+          "xLabel": "Return %"
+        },
+        {
+          "id": "strategy-series",
+          "component": "Series",
+          "category": "YTD Return",
+          "values": [12.4, 8.7, 6.2, 9.8, 15.1]
+        },
+        {
+          "id": "drawdown-card",
+          "component": "Card",
+          "children": ["drawdown-header", "drawdown-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "drawdown-header",
+          "component": "CardHeader",
+          "title": "Drawdown — Past 12 Months",
+          "subtitle": "Peak-to-trough decline"
+        },
+        {
+          "id": "drawdown-chart",
+          "component": "AreaChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"],
+          "series": ["drawdown-series"],
+          "variant": "linear",
+          "yLabel": "Drawdown %"
+        },
+        {
+          "id": "drawdown-series",
+          "component": "Series",
+          "category": "Drawdown",
+          "values": [0, -2.1, -4.8, -3.2, -1.5, 0, -1.8, -6.2, -8.4, -5.1, -2.3, -0.8]
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "children": ["rebalance-card", "order-card", "timeframe-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "rebalance-card",
+          "component": "Card",
+          "children": ["rebalance-header", "rebalance-desc", "rebalance-btn"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "rebalance-header",
+          "component": "CardHeader",
+          "title": "Rebalance Portfolio",
+          "subtitle": "Adjust allocations to target weights"
+        },
+        {
+          "id": "rebalance-desc",
+          "component": "TextContent",
+          "text": "Current drift: Tech +3.2% over target, Energy -1.8% under target. Recommended rebalance involves trimming NVDA and adding XOM.",
+          "size": "small"
+        },
+        {
+          "id": "rebalance-btn",
+          "component": "Buttons",
+          "buttons": ["rebalance-execute-btn", "rebalance-preview-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "rebalance-execute-btn",
+          "component": "Button",
+          "label": "Execute Rebalance",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "rebalance-preview-btn",
+          "component": "Button",
+          "label": "Preview Trades",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "order-card",
+          "component": "Card",
+          "children": ["order-header", "order-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "order-header",
+          "component": "CardHeader",
+          "title": "Place Order",
+          "subtitle": "Quick ticket entry"
+        },
+        {
+          "id": "order-form",
+          "component": "Form",
+          "name": "place-order",
+          "fields": ["order-ticker-field", "order-side-field", "order-qty-field"],
+          "buttons": "order-submit-btns"
+        },
+        {
+          "id": "order-ticker-field",
+          "component": "FormControl",
+          "label": "Ticker",
+          "input": "order-ticker-input"
+        },
+        {
+          "id": "order-ticker-input",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "e.g. AAPL",
+          "type": "text"
+        },
+        {
+          "id": "order-side-field",
+          "component": "FormControl",
+          "label": "Side",
+          "input": "order-side-select"
+        },
+        {
+          "id": "order-side-select",
+          "component": "Select",
+          "name": "side",
+          "placeholder": "Select side",
+          "items": ["side-buy", "side-sell", "side-short"]
+        },
+        {
+          "id": "side-buy",
+          "component": "SelectItem",
+          "value": "buy",
+          "label": "Buy"
+        },
+        {
+          "id": "side-sell",
+          "component": "SelectItem",
+          "value": "sell",
+          "label": "Sell"
+        },
+        {
+          "id": "side-short",
+          "component": "SelectItem",
+          "value": "short",
+          "label": "Short"
+        },
+        {
+          "id": "order-qty-field",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "order-qty-input"
+        },
+        {
+          "id": "order-qty-input",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "e.g. 1000",
+          "type": "number"
+        },
+        {
+          "id": "order-submit-btns",
+          "component": "Buttons",
+          "buttons": ["order-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "order-submit-btn",
+          "component": "Button",
+          "label": "Submit Order",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "timeframe-card",
+          "component": "Card",
+          "children": ["timeframe-header", "timeframe-select-field"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card",
+          "weight": 1
+        },
+        {
+          "id": "timeframe-header",
+          "component": "CardHeader",
+          "title": "Timeframe",
+          "subtitle": "Adjust chart and data period"
+        },
+        {
+          "id": "timeframe-select-field",
+          "component": "FormControl",
+          "label": "View Period",
+          "input": "timeframe-select"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "placeholder": "Select timeframe",
+          "items": ["tf-1d", "tf-1w", "tf-1m", "tf-3m", "tf-6m", "tf-1y", "tf-ytd"]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "value": "1d",
+          "label": "1 Day"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "value": "1w",
+          "label": "1 Week"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "value": "1m",
+          "label": "1 Month"
+        },
+        {
+          "id": "tf-3m",
+          "component": "SelectItem",
+          "value": "3m",
+          "label": "3 Months"
+        },
+        {
+          "id": "tf-6m",
+          "component": "SelectItem",
+          "value": "6m",
+          "label": "6 Months"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "value": "1y",
+          "label": "1 Year"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "value": "ytd",
+          "label": "Year to Date"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This workspace covers all 17 requirements:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Portfolio value | Metric card — $48.2M |
+| 2 | P&L today | Metric card — +$312K (+0.65%) |
+| 3 | Positions | Table with ticker, size, entry, current price, unrealized P&L |
+| 4 | Sector exposure | Donut chart across 6 sectors |
+| 5 | Value at Risk | Metric card — $1.245M at 95% |
+| 6 | Gainers & losers | Table with direction and % change |
+| 7 | Watchlist | Table with 8 instruments and live prices |
+| 8 | Working orders | Table with side, qty, type, limit, status |
+| 9 | Margin in use | Progress bar — 72% of $15M |
+| 10 | Headlines + sentiment | Table with time, headline, sentiment tag |
+| 11 | Economic releases | Table with day, event, impact level |
+| 12 | Strategy returns | Horizontal bar chart — 5 strategies YTD |
+| 13 | Drawdown | Area chart — 12-month peak-to-trough |
+| 14 | Risk limit breaches | 3 alert banners (sector, single name, VaR) |
+| 15 | Rebalance | Action card with Execute + Preview buttons |
+| 16 | Place order | Form with ticker input, side select, quantity |
+| 17 | Timeframe | Select dropdown with 7 period options |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..e12cfa0c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r2.txt
@@ -0,0 +1,844 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Trading Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "risk-alert-section", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["header-title", "metrics-row"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "Morning Workspace — June 18, 2025",
+          "level": "h2"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["metric-portfolio", "metric-pnl", "metric-var", "metric-margin"],
+          "direction": "row",
+          "gap": "l",
+          "wrap": true
+        },
+        {
+          "id": "metric-portfolio",
+          "component": "Card",
+          "variant": "card",
+          "children": ["metric-portfolio-label", "metric-portfolio-value"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-portfolio-label",
+          "component": "TextContent",
+          "text": "**Portfolio Value**",
+          "size": "small"
+        },
+        {
+          "id": "metric-portfolio-value",
+          "component": "TextContent",
+          "text": "$48,231,750",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-pnl",
+          "component": "Card",
+          "variant": "card",
+          "children": ["metric-pnl-label", "metric-pnl-value"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-pnl-label",
+          "component": "TextContent",
+          "text": "**P&L Today**",
+          "size": "small"
+        },
+        {
+          "id": "metric-pnl-value",
+          "component": "TextContent",
+          "text": "+$312,480 (+0.65%)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-var",
+          "component": "Card",
+          "variant": "card",
+          "children": ["metric-var-label", "metric-var-value"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-var-label",
+          "component": "TextContent",
+          "text": "**Value at Risk (95%)**",
+          "size": "small"
+        },
+        {
+          "id": "metric-var-value",
+          "component": "TextContent",
+          "text": "$1,204,500",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-margin",
+          "component": "Card",
+          "variant": "card",
+          "children": ["metric-margin-label", "metric-margin-bar", "metric-margin-text"],
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1
+        },
+        {
+          "id": "metric-margin-label",
+          "component": "TextContent",
+          "text": "**Margin Utilization**",
+          "size": "small"
+        },
+        {
+          "id": "metric-margin-bar",
+          "component": "Progress",
+          "value": 72,
+          "label": "72% of $15M limit"
+        },
+        {
+          "id": "metric-margin-text",
+          "component": "TextContent",
+          "text": "$10.8M used / $15.0M available",
+          "size": "small"
+        },
+        {
+          "id": "risk-alert-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["risk-alert-1", "risk-alert-2"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "risk-alert-1",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Risk Limit Warning: Energy Sector Concentration",
+          "description": "Energy exposure at 28.4% — approaching 30% hard limit. Current breach distance: 1.6%. Consider reducing XOM or OXY positions."
+        },
+        {
+          "id": "risk-alert-2",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Risk Limit Breach: Single-Name Concentration",
+          "description": "NVDA position at 12.1% of NAV exceeds 12% single-name limit. Immediate action required."
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-positions", "tab-risk", "tab-market", "tab-actions"]
+        },
+        {
+          "id": "tab-positions",
+          "component": "TabItem",
+          "value": "positions",
+          "trigger": "Positions & Orders",
+          "content": ["positions-heading", "positions-table", "orders-heading", "orders-table"]
+        },
+        {
+          "id": "positions-heading",
+          "component": "Heading",
+          "text": "Open Positions",
+          "level": "h3"
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": ["pos-col-ticker", "pos-col-size", "pos-col-entry", "pos-col-current", "pos-col-pnl"]
+        },
+        {
+          "id": "pos-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["NVDA", "AAPL", "MSFT", "XOM", "JPM", "OXY", "TSLA", "AMZN"],
+          "type": "string"
+        },
+        {
+          "id": "pos-col-size",
+          "component": "Col",
+          "label": "Size",
+          "data": ["12,500", "8,200", "6,800", "9,400", "5,100", "7,300", "4,600", "3,900"],
+          "type": "string"
+        },
+        {
+          "id": "pos-col-entry",
+          "component": "Col",
+          "label": "Entry Price",
+          "data": ["$118.42", "$198.15", "$425.60", "$104.30", "$198.75", "$62.18", "$248.90", "$186.20"],
+          "type": "string"
+        },
+        {
+          "id": "pos-col-current",
+          "component": "Col",
+          "label": "Current Price",
+          "data": ["$131.85", "$203.42", "$431.20", "$107.65", "$201.30", "$59.84", "$256.10", "$192.45"],
+          "type": "string"
+        },
+        {
+          "id": "pos-col-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L",
+          "data": ["+$168,375", "+$43,214", "+$38,080", "+$31,490", "+$13,005", "−$17,082", "+$33,120", "+$24,375"],
+          "type": "string"
+        },
+        {
+          "id": "orders-heading",
+          "component": "Heading",
+          "text": "Working Orders",
+          "level": "h3"
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["ord-col-ticker", "ord-col-side", "ord-col-qty", "ord-col-type", "ord-col-price", "ord-col-status"]
+        },
+        {
+          "id": "ord-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["NVDA", "META", "GOOGL", "XOM"],
+          "type": "string"
+        },
+        {
+          "id": "ord-col-side",
+          "component": "Col",
+          "label": "Side",
+          "data": ["SELL", "BUY", "BUY", "SELL"],
+          "type": "string"
+        },
+        {
+          "id": "ord-col-qty",
+          "component": "Col",
+          "label": "Qty",
+          "data": ["2,000", "1,500", "800", "3,000"],
+          "type": "string"
+        },
+        {
+          "id": "ord-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Limit", "Limit", "Stop-Limit", "Limit"],
+          "type": "string"
+        },
+        {
+          "id": "ord-col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$135.00", "$512.00", "$178.50", "$110.00"],
+          "type": "string"
+        },
+        {
+          "id": "ord-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Open", "Open", "Triggered", "Open"],
+          "type": "string"
+        },
+        {
+          "id": "tab-risk",
+          "component": "TabItem",
+          "value": "risk",
+          "trigger": "Risk & Performance",
+          "content": ["risk-content-card"]
+        },
+        {
+          "id": "risk-content-card",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["sector-section", "drawdown-section", "strategy-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "sector-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["sector-heading", "sector-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "sector-heading",
+          "component": "Heading",
+          "text": "Exposure by Sector",
+          "level": "h3"
+        },
+        {
+          "id": "sector-chart",
+          "component": "PieChart",
+          "labels": ["Technology", "Energy", "Financials", "Healthcare", "Consumer", "Industrials"],
+          "values": [38, 28, 14, 9, 7, 4],
+          "variant": "donut"
+        },
+        {
+          "id": "drawdown-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["drawdown-heading", "drawdown-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "drawdown-heading",
+          "component": "Heading",
+          "text": "Drawdown — Trailing 12 Months",
+          "level": "h3"
+        },
+        {
+          "id": "drawdown-chart",
+          "component": "AreaChart",
+          "labels": ["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["drawdown-series"],
+          "variant": "natural",
+          "yLabel": "Drawdown %"
+        },
+        {
+          "id": "drawdown-series",
+          "component": "Series",
+          "category": "Drawdown",
+          "values": [0, -2.1, -4.8, -3.2, -1.5, 0, -1.8, -6.4, -8.2, -5.1, -2.3, -0.8]
+        },
+        {
+          "id": "strategy-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["strategy-heading", "strategy-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "strategy-heading",
+          "component": "Heading",
+          "text": "Strategy Returns YTD",
+          "level": "h3"
+        },
+        {
+          "id": "strategy-chart",
+          "component": "BarChart",
+          "labels": ["Long/Short Equity", "Global Macro", "Event-Driven", "Quant Momentum", "Vol Arbitrage"],
+          "series": ["strategy-series"],
+          "variant": "grouped",
+          "yLabel": "Return %"
+        },
+        {
+          "id": "strategy-series",
+          "component": "Series",
+          "category": "YTD Return",
+          "values": [14.2, 8.7, 6.1, 11.3, 3.9]
+        },
+        {
+          "id": "tab-market",
+          "component": "TabItem",
+          "value": "market",
+          "trigger": "Market Intel",
+          "content": ["market-content-card"]
+        },
+        {
+          "id": "market-content-card",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["movers-section", "watchlist-section", "headlines-section", "econ-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "movers-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["movers-heading", "movers-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "movers-heading",
+          "component": "Heading",
+          "text": "Today's Biggest Movers",
+          "level": "h3"
+        },
+        {
+          "id": "movers-table",
+          "component": "Table",
+          "columns": ["movers-col-ticker", "movers-col-direction", "movers-col-change", "movers-col-price"]
+        },
+        {
+          "id": "movers-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["SMCI", "PLTR", "NVDA", "XOM", "INTC", "BA"],
+          "type": "string"
+        },
+        {
+          "id": "movers-col-direction",
+          "component": "Col",
+          "label": "Direction",
+          "data": ["▲ Gainer", "▲ Gainer", "▲ Gainer", "▼ Loser", "▼ Loser", "▼ Loser"],
+          "type": "string"
+        },
+        {
+          "id": "movers-col-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["+8.4%", "+6.2%", "+4.1%", "−3.8%", "−5.2%", "−6.7%"],
+          "type": "string"
+        },
+        {
+          "id": "movers-col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$42.18", "$28.94", "$131.85", "$107.65", "$22.10", "$178.30"],
+          "type": "string"
+        },
+        {
+          "id": "watchlist-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["watchlist-heading", "watchlist-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "watchlist-heading",
+          "component": "Heading",
+          "text": "Watchlist",
+          "level": "h3"
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": ["watch-col-ticker", "watch-col-price", "watch-col-change", "watch-col-note"]
+        },
+        {
+          "id": "watch-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["META", "GOOGL", "AMD", "CRM", "UBER"],
+          "type": "string"
+        },
+        {
+          "id": "watch-col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$518.40", "$181.25", "$164.80", "$272.15", "$78.92"],
+          "type": "string"
+        },
+        {
+          "id": "watch-col-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["+1.2%", "+0.8%", "−0.4%", "+2.1%", "+0.6%"],
+          "type": "string"
+        },
+        {
+          "id": "watch-col-note",
+          "component": "Col",
+          "label": "Note",
+          "data": ["Earnings Thu", "AI capex update", "MI400 launch", "Guidance raise", "Autonomy pilot"],
+          "type": "string"
+        },
+        {
+          "id": "headlines-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["headlines-heading", "headlines-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "headlines-heading",
+          "component": "Heading",
+          "text": "Market Headlines",
+          "level": "h3"
+        },
+        {
+          "id": "headlines-list",
+          "component": "Table",
+          "columns": ["hl-col-time", "hl-col-headline", "hl-col-sentiment"]
+        },
+        {
+          "id": "hl-col-time",
+          "component": "Col",
+          "label": "Time",
+          "data": ["06:12", "06:45", "07:02", "07:18", "07:31", "07:55"],
+          "type": "string"
+        },
+        {
+          "id": "hl-col-headline",
+          "component": "Col",
+          "label": "Headline",
+          "data": ["Fed's Powell signals patience on rate cuts amid sticky inflation", "NVIDIA unveils next-gen Blackwell Ultra chip at Computex", "OPEC+ agrees to extend production cuts through Q3", "US 10Y yield rises to 4.42% on strong retail sales", "China GDP beats at 5.1%, boosting commodity complex", "ECB's Lagarde hints at September rate cut"],
+          "type": "string"
+        },
+        {
+          "id": "hl-col-sentiment",
+          "component": "Col",
+          "label": "Sentiment",
+          "data": ["Bearish", "Bullish", "Neutral", "Bearish", "Bullish", "Bullish"],
+          "type": "string"
+        },
+        {
+          "id": "econ-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["econ-heading", "econ-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "econ-heading",
+          "component": "Heading",
+          "text": "Economic Releases This Week",
+          "level": "h3"
+        },
+        {
+          "id": "econ-table",
+          "component": "Table",
+          "columns": ["econ-col-day", "econ-col-event", "econ-col-consensus", "econ-col-impact"]
+        },
+        {
+          "id": "econ-col-day",
+          "component": "Col",
+          "label": "Day",
+          "data": ["Wed", "Thu", "Thu", "Fri", "Fri"],
+          "type": "string"
+        },
+        {
+          "id": "econ-col-event",
+          "component": "Col",
+          "label": "Event",
+          "data": ["FOMC Rate Decision", "Initial Jobless Claims", "Philly Fed Manufacturing", "Core PCE (MoM)", "U. of Michigan Sentiment"],
+          "type": "string"
+        },
+        {
+          "id": "econ-col-consensus",
+          "component": "Col",
+          "label": "Consensus",
+          "data": ["5.25–5.50% (hold)", "218K", "−2.0", "+0.1%", "69.5"],
+          "type": "string"
+        },
+        {
+          "id": "econ-col-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["High", "Medium", "Medium", "High", "Low"],
+          "type": "string"
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Actions",
+          "content": ["actions-content-card"]
+        },
+        {
+          "id": "actions-content-card",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["timeframe-section", "order-section", "rebalance-section"],
+          "direction": "column",
+          "gap": "l"
+        },
+        {
+          "id": "timeframe-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["timeframe-heading", "timeframe-select"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "timeframe-heading",
+          "component": "Heading",
+          "text": "View Timeframe",
+          "level": "h3"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "placeholder": "Select timeframe",
+          "value": "1D",
+          "items": ["tf-1d", "tf-1w", "tf-1m", "tf-3m", "tf-ytd", "tf-1y"]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "value": "1D",
+          "label": "Today (1D)"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "value": "1W",
+          "label": "1 Week"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "value": "1M",
+          "label": "1 Month"
+        },
+        {
+          "id": "tf-3m",
+          "component": "SelectItem",
+          "value": "3M",
+          "label": "3 Months"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "value": "YTD",
+          "label": "Year to Date"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "value": "1Y",
+          "label": "1 Year"
+        },
+        {
+          "id": "order-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["order-heading", "order-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "order-heading",
+          "component": "Heading",
+          "text": "Place Order",
+          "level": "h3"
+        },
+        {
+          "id": "order-form",
+          "component": "Form",
+          "name": "place-order",
+          "fields": ["order-ticker-field", "order-side-field", "order-qty-field"],
+          "buttons": "order-buttons"
+        },
+        {
+          "id": "order-ticker-field",
+          "component": "FormControl",
+          "label": "Ticker",
+          "input": "order-ticker-input",
+          "hint": "e.g. AAPL, NVDA, XOM"
+        },
+        {
+          "id": "order-ticker-input",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "Enter ticker symbol",
+          "type": "text"
+        },
+        {
+          "id": "order-side-field",
+          "component": "FormControl",
+          "label": "Side",
+          "input": "order-side-select"
+        },
+        {
+          "id": "order-side-select",
+          "component": "Select",
+          "name": "side",
+          "placeholder": "Select side",
+          "items": ["side-buy", "side-sell"]
+        },
+        {
+          "id": "side-buy",
+          "component": "SelectItem",
+          "value": "BUY",
+          "label": "Buy"
+        },
+        {
+          "id": "side-sell",
+          "component": "SelectItem",
+          "value": "SELL",
+          "label": "Sell"
+        },
+        {
+          "id": "order-qty-field",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "order-qty-input"
+        },
+        {
+          "id": "order-qty-input",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "Number of shares",
+          "type": "number"
+        },
+        {
+          "id": "order-buttons",
+          "component": "Buttons",
+          "buttons": ["order-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "order-submit-btn",
+          "component": "Button",
+          "label": "Submit Order",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "rebalance-section",
+          "component": "Card",
+          "variant": "clear",
+          "children": ["rebalance-heading", "rebalance-desc", "rebalance-form"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "rebalance-heading",
+          "component": "Heading",
+          "text": "Rebalance Portfolio",
+          "level": "h3"
+        },
+        {
+          "id": "rebalance-desc",
+          "component": "TextContent",
+          "text": "Select a target allocation model and the system will generate the required trades to bring the portfolio in line.",
+          "size": "small"
+        },
+        {
+          "id": "rebalance-form",
+          "component": "Form",
+          "name": "rebalance",
+          "fields": ["rebalance-model-field", "rebalance-threshold-field"],
+          "buttons": "rebalance-buttons"
+        },
+        {
+          "id": "rebalance-model-field",
+          "component": "FormControl",
+          "label": "Target Model",
+          "input": "rebalance-model-select"
+        },
+        {
+          "id": "rebalance-model-select",
+          "component": "Select",
+          "name": "model",
+          "placeholder": "Choose allocation model",
+          "items": ["model-equal", "model-risk", "model-momentum", "model-custom"]
+        },
+        {
+          "id": "model-equal",
+          "component": "SelectItem",
+          "value": "equal_weight",
+          "label": "Equal Weight"
+        },
+        {
+          "id": "model-risk",
+          "component": "SelectItem",
+          "value": "risk_parity",
+          "label": "Risk Parity"
+        },
+        {
+          "id": "model-momentum",
+          "component": "SelectItem",
+          "value": "momentum",
+          "label": "Momentum Tilt"
+        },
+        {
+          "id": "model-custom",
+          "component": "SelectItem",
+          "value": "custom",
+          "label": "Custom Target"
+        },
+        {
+          "id": "rebalance-threshold-field",
+          "component": "FormControl",
+          "label": "Drift Threshold (%)",
+          "input": "rebalance-threshold-input",
+          "hint": "Only rebalance positions drifting beyond this %"
+        },
+        {
+          "id": "rebalance-threshold-input",
+          "component": "Input",
+          "name": "threshold",
+          "placeholder": "e.g. 5",
+          "type": "number",
+          "value": "5"
+        },
+        {
+          "id": "rebalance-buttons",
+          "component": "Buttons",
+          "buttons": ["rebalance-preview-btn", "rebalance-execute-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "rebalance-preview-btn",
+          "component": "Button",
+          "label": "Preview Trades",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "rebalance-execute-btn",
+          "component": "Button",
+          "label": "Execute Rebalance",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Trading Desk Morning Workspace** covering all 17 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Portfolio value | Header metric card — **$48.2M** |
+| 2 | P&L today | Header metric card — **+$312K (+0.65%)** |
+| 3 | Positions | *Positions & Orders* tab — full table with ticker, size, entry, current price, and unrealized P&L |
+| 4 | Sector exposure | *Risk & Performance* tab — donut chart (Tech 38%, Energy 28%, etc.) |
+| 5 | Value at Risk | Header metric card — **$1.2M at 95% confidence** |
+| 6 | Gainers & losers | *Market Intel* tab — movers table (SMCI +8.4% … BA −6.7%) |
+| 7 | Watchlist | *Market Intel* tab — 5 instruments with price, change, and catalyst note |
+| 8 | Working orders | *Positions & Orders* tab — 4 live orders with status |
+| 9 | Margin in use | Header — progress bar showing **72% ($10.8M / $15M)** |
+| 10 | Headlines + sentiment | *Market Intel* tab — 6 headlines tagged Bullish/Bearish/Neutral |
+| 11 | Econ releases | *Market Intel* tab — 5 events with consensus and impact |
+| 12 | Strategy returns | *Risk & Performance* tab — bar chart of 5 strategies YTD |
+| 13 | Drawdown | *Risk & Performance* tab — 12-month area chart (max −8.2%) |
+| 14 | Risk limit alerts | Top of page — two alerts (Energy concentration warning + NVDA breach) |
+| 15 | Rebalance | *Actions* tab — model selector, drift threshold, preview & execute buttons |
+| 16 | Place order | *Actions* tab — form with ticker, side (Buy/Sell), and quantity |
+| 17 | Timeframe | *Actions* tab — dropdown (1D / 1W / 1M / 3M / YTD / 1Y) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..eda7e293e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r3.txt
@@ -0,0 +1,145 @@
+
+
+Here's your complete trading desk morning workspace covering all 17 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"trading-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1a73e8"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"trading-desk","components":[
+    {"id":"root","component":"Card","children":["header","timeframe-row","metrics-row","main-tabs"],"direction":"column","gap":"m"},
+    {"id":"header","component":"CardHeader","title":"Trading Desk — Morning Workspace","subtitle":"Monday, June 16, 2025 • 07:42 ET"},
+    {"id":"timeframe-row","component":"Card","children":["timeframe-label","timeframe-select"],"direction":"row","gap":"s","align":"center","variant":"sunk"},
+    {"id":"timeframe-label","component":"Label","text":"Timeframe:"},
+    {"id":"timeframe-select","component":"Select","name":"timeframe","items":["tf-1d","tf-1w","tf-1m","tf-3m","tf-1y"],"value":"1D","size":"small"},
+    {"id":"tf-1d","component":"SelectItem","value":"1D","label":"1 Day"},
+    {"id":"tf-1w","component":"SelectItem","value":"1W","label":"1 Week"},
+    {"id":"tf-1m","component":"SelectItem","value":"1M","label":"1 Month"},
+    {"id":"tf-3m","component":"SelectItem","value":"3M","label":"3 Months"},
+    {"id":"tf-1y","component":"SelectItem","value":"1Y","label":"1 Year"},
+    {"id":"metrics-row","component":"Card","children":["metric-portfolio","metric-pnl","metric-var","metric-margin"],"direction":"row","gap":"m"},
+    {"id":"metric-portfolio","component":"TextContent","text":"**Portfolio Value**\n$48,237,450","size":"large"},
+    {"id":"metric-pnl","component":"TextContent","text":"**P&L Today**\n+$312,840 (+0.65%)","size":"large"},
+    {"id":"metric-var","component":"TextContent","text":"**VaR (95%, 1D)**\n$1,205,000","size":"large"},
+    {"id":"metric-margin","component":"TextContent","text":"**Margin In Use**\n$12.48M / $20.0M (62.4%)","size":"large"},
+    {"id":"main-tabs","component":"Tabs","items":["tab-portfolio","tab-risk","tab-market","tab-trading"]},
+    {"id":"tab-portfolio","component":"TabItem","value":"portfolio","trigger":"Portfolio","content":["positions-section","exposure-section","strategy-section","drawdown-section"]},
+    {"id":"positions-section","component":"Card","children":["positions-header","positions-table"],"direction":"column","gap":"s"},
+    {"id":"positions-header","component":"Heading","text":"Open Positions","level":"h3"},
+    {"id":"positions-table","component":"Table","columns":["pos-ticker","pos-size","pos-entry","pos-current","pos-pnl"]},
+    {"id":"pos-ticker","component":"Col","label":"Ticker","data":["AAPL","MSFT","NVDA","TSLA","AMZN","JPM","GS","META"],"type":"string"},
+    {"id":"pos-size","component":"Col","label":"Size","data":["5,000","3,200","1,800","2,400","2,100","4,500","1,200","3,800"],"type":"string"},
+    {"id":"pos-entry","component":"Col","label":"Entry Price","data":["$198.50","$442.10","$128.75","$248.30","$186.20","$214.80","$478.50","$512.40"],"type":"string"},
+    {"id":"pos-current","component":"Col","label":"Current Price","data":["$203.15","$448.90","$135.20","$241.85","$191.45","$218.30","$485.10","$528.75"],"type":"string"},
+    {"id":"pos-pnl","component":"Col","label":"Unrealized P&L","data":["+$23,250","+$21,760","+$11,610","-$15,480","+$11,025","+$15,750","+$7,920","+$62,130"],"type":"string"},
+    {"id":"exposure-section","component":"Card","children":["exposure-header","exposure-chart"],"direction":"column","gap":"s"},
+    {"id":"exposure-header","component":"Heading","text":"Exposure by Sector","level":"h3"},
+    {"id":"exposure-chart","component":"PieChart","labels":["Technology","Financials","Healthcare","Energy","Consumer Disc.","Industrials"],"values":[38,22,14,10,9,7],"variant":"donut"},
+    {"id":"strategy-section","component":"Card","children":["strategy-header","strategy-chart"],"direction":"column","gap":"s"},
+    {"id":"strategy-header","component":"Heading","text":"Strategy Returns YTD","level":"h3"},
+    {"id":"strategy-chart","component":"HorizontalBarChart","labels":["Long/Short Equity","Global Macro","Stat Arb","Event Driven","Vol Overlay"],"series":["strategy-series"]},
+    {"id":"strategy-series","component":"Series","category":"YTD Return %","values":[14.2,8.7,6.3,11.1,-2.4]},
+    {"id":"drawdown-section","component":"Card","children":["drawdown-header","drawdown-chart"],"direction":"column","gap":"s"},
+    {"id":"drawdown-header","component":"Heading","text":"Drawdown — Trailing 12 Months","level":"h3"},
+    {"id":"drawdown-chart","component":"AreaChart","labels":["Jul","Aug","Sep","Oct","Nov","Dec","Jan","Feb","Mar","Apr","May","Jun"],"series":["drawdown-series"],"yLabel":"Drawdown %"},
+    {"id":"drawdown-series","component":"Series","category":"Drawdown","values":[0,-1.2,-3.8,-2.1,0,-0.5,-4.2,-6.1,-3.4,-1.8,-0.9,-0.3]},
+    {"id":"tab-risk","component":"TabItem","value":"risk","trigger":"Risk","content":["risk-alerts-section","var-detail-section","margin-detail-section"]},
+    {"id":"risk-alerts-section","component":"Card","children":["risk-alerts-header","risk-alert-1","risk-alert-2","risk-alert-3"],"direction":"column","gap":"s"},
+    {"id":"risk-alerts-header","component":"Heading","text":"⚠️ Risk Limits — Near Breach","level":"h3"},
+    {"id":"risk-alert-1","component":"Alert","title":"Sector Concentration: Technology","description":"Current: 38% | Limit: 40% | Utilization: 95%","variant":"warning"},
+    {"id":"risk-alert-2","component":"Alert","title":"Single Name Exposure: NVDA","description":"Current: $8.2M | Limit: $8.5M | Utilization: 96%","variant":"destructive"},
+    {"id":"risk-alert-3","component":"Alert","title":"Gross Leverage","description":"Current: 2.41x | Limit: 2.50x | Utilization: 96%","variant":"warning"},
+    {"id":"var-detail-section","component":"Card","children":["var-detail-header","var-table"],"direction":"column","gap":"s"},
+    {"id":"var-detail-header","component":"Heading","text":"Value at Risk Breakdown","level":"h3"},
+    {"id":"var-table","component":"Table","columns":["var-conf","var-1d","var-5d","var-10d"]},
+    {"id":"var-conf","component":"Col","label":"Confidence","data":["90%","95%","99%"],"type":"string"},
+    {"id":"var-1d","component":"Col","label":"1-Day VaR","data":["$890,000","$1,205,000","$1,780,000"],"type":"string"},
+    {"id":"var-5d","component":"Col","label":"5-Day VaR","data":["$1,990,000","$2,695,000","$3,980,000"],"type":"string"},
+    {"id":"var-10d","component":"Col","label":"10-Day VaR","data":["$2,815,000","$3,810,000","$5,630,000"],"type":"string"},
+    {"id":"margin-detail-section","component":"Card","children":["margin-detail-header","margin-progress","margin-text"],"direction":"column","gap":"s"},
+    {"id":"margin-detail-header","component":"Heading","text":"Margin Utilization","level":"h3"},
+    {"id":"margin-progress","component":"Progress","value":62.4,"label":"62.4% of available margin in use"},
+    {"id":"margin-text","component":"TextContent","text":"**Used:** $12,480,000  |  **Available:** $20,000,000  |  **Excess:** $7,520,000","size":"small"},
+    {"id":"tab-market","component":"TabItem","value":"market","trigger":"Market","content":["headlines-section","econ-section","watchlist-section","movers-section"]},
+    {"id":"headlines-section","component":"Card","children":["headlines-header","headlines-list"],"direction":"column","gap":"s"},
+    {"id":"headlines-header","component":"Heading","text":"Market Headlines","level":"h3"},
+    {"id":"headlines-list","component":"ListBlock","items":["hl-1","hl-2","hl-3","hl-4","hl-5"],"variant":"number"},
+    {"id":"hl-1","component":"ListItem","title":"Fed signals potential rate cut in September","subtitle":"🟢 Bullish"},
+    {"id":"hl-2","component":"ListItem","title":"NVDA earnings beat estimates by 12%","subtitle":"🟢 Bullish"},
+    {"id":"hl-3","component":"ListItem","title":"China PMI contracts for 3rd consecutive month","subtitle":"🔴 Bearish"},
+    {"id":"hl-4","component":"ListItem","title":"Oil prices surge on OPEC+ supply cut extension","subtitle":"🟡 Mixed"},
+    {"id":"hl-5","component":"ListItem","title":"US 10Y yield falls below 4.2% on soft jobs data","subtitle":"🟢 Bullish"},
+    {"id":"econ-section","component":"Card","children":["econ-header","econ-table"],"direction":"column","gap":"s"},
+    {"id":"econ-header","component":"Heading","text":"Economic Releases This Week","level":"h3"},
+    {"id":"econ-table","component":"Table","columns":["econ-day","econ-event","econ-time","econ-consensus","econ-impact"]},
+    {"id":"econ-day","component":"Col","label":"Day","data":["Mon","Tue","Wed","Thu","Fri"],"type":"string"},
+    {"id":"econ-event","component":"Col","label":"Event","data":["Empire State Mfg","Retail Sales (MoM)","FOMC Rate Decision","Initial Jobless Claims","U. of Michigan Sentiment"],"type":"string"},
+    {"id":"econ-time","component":"Col","label":"Time (ET)","data":["8:30 AM","8:30 AM","2:00 PM","8:30 AM","10:00 AM"],"type":"string"},
+    {"id":"econ-consensus","component":"Col","label":"Consensus","data":["-2.5","+0.3%","5.25–5.50%","222K","72.0"],"type":"string"},
+    {"id":"econ-impact","component":"Col","label":"Impact","data":["Low","High","High","Medium","Medium"],"type":"string"},
+    {"id":"watchlist-section","component":"Card","children":["watchlist-header","watchlist-table"],"direction":"column","gap":"s"},
+    {"id":"watchlist-header","component":"Heading","text":"Watchlist","level":"h3"},
+    {"id":"watchlist-table","component":"Table","columns":["watch-ticker","watch-price","watch-change"]},
+    {"id":"watch-ticker","component":"Col","label":"Ticker","data":["GOOGL","NFLX","AMD","CRM","UBER","COIN"],"type":"string"},
+    {"id":"watch-price","component":"Col","label":"Price","data":["$178.42","$685.30","$164.85","$272.10","$78.55","$245.20"],"type":"string"},
+    {"id":"watch-change","component":"Col","label":"Change","data":["+1.2%","-0.4%","+2.8%","+0.6%","-1.1%","+3.5%"],"type":"string"},
+    {"id":"movers-section","component":"Card","children":["movers-header","movers-table"],"direction":"column","gap":"s"},
+    {"id":"movers-header","component":"Heading","text":"Today's Biggest Movers","level":"h3"},
+    {"id":"movers-table","component":"Table","columns":["mover-ticker","mover-direction","mover-change","mover-price"]},
+    {"id":"mover-ticker","component":"Col","label":"Ticker","data":["COIN","AMD","META","TSLA","PFE","BA"],"type":"string"},
+    {"id":"mover-direction","component":"Col","label":"Direction","data":["▲ Gainer","▲ Gainer","▲ Gainer","▼ Loser","▼ Loser","▼ Loser"],"type":"string"},
+    {"id":"mover-change","component":"Col","label":"Change","data":["+5.2%","+3.8%","+3.2%","-2.6%","-3.1%","-4.4%"],"type":"string"},
+    {"id":"mover-price","component":"Col","label":"Price","data":["$245.20","$164.85","$528.75","$241.85","$27.40","$178.90"],"type":"string"},
+    {"id":"tab-trading","component":"TabItem","value":"trading","trigger":"Trading","content":["orders-section","place-order-section","rebalance-section"]},
+    {"id":"orders-section","component":"Card","children":["orders-header","orders-table"],"direction":"column","gap":"s"},
+    {"id":"orders-header","component":"Heading","text":"Working Orders","level":"h3"},
+    {"id":"orders-table","component":"Table","columns":["ord-ticker","ord-side","ord-qty","ord-type","ord-limit","ord-status"]},
+    {"id":"ord-ticker","component":"Col","label":"Ticker","data":["AAPL","NVDA","TSLA","JPM"],"type":"string"},
+    {"id":"ord-side","component":"Col","label":"Side","data":["BUY","SELL","BUY","SELL"],"type":"string"},
+    {"id":"ord-qty","component":"Col","label":"Qty","data":["1,000","500","800","2,000"],"type":"string"},
+    {"id":"ord-type","component":"Col","label":"Type","data":["Limit","Stop","Limit","TWAP"],"type":"string"},
+    {"id":"ord-limit","component":"Col","label":"Price","data":["$201.00","$130.00","$238.00","VWAP"],"type":"string"},
+    {"id":"ord-status","component":"Col","label":"Status","data":["Open","Open","Partially Filled","Open"],"type":"string"},
+    {"id":"place-order-section","component":"Card","children":["place-order-header","place-order-form"],"direction":"column","gap":"s"},
+    {"id":"place-order-header","component":"Heading","text":"Place Order","level":"h3"},
+    {"id":"place-order-form","component":"Form","name":"place-order","fields":["order-ticker-field","order-side-field","order-qty-field"],"buttons":"order-buttons"},
+    {"id":"order-ticker-field","component":"FormControl","label":"Ticker","input":"order-ticker-input"},
+    {"id":"order-ticker-input","component":"Input","name":"ticker","placeholder":"e.g. AAPL"},
+    {"id":"order-side-field","component":"FormControl","label":"Side","input":"order-side-select"},
+    {"id":"order-side-select","component":"Select","name":"side","items":["side-buy","side-sell"],"placeholder":"Select side"},
+    {"id":"side-buy","component":"SelectItem","value":"BUY","label":"BUY"},
+    {"id":"side-sell","component":"SelectItem","value":"SELL","label":"SELL"},
+    {"id":"order-qty-field","component":"FormControl","label":"Quantity","input":"order-qty-input"},
+    {"id":"order-qty-input","component":"Input","name":"quantity","type":"number","placeholder":"e.g. 1000"},
+    {"id":"order-buttons","component":"Buttons","buttons":["submit-order-btn"]},
+    {"id":"submit-order-btn","component":"Button","label":"Submit Order","variant":"primary"},
+    {"id":"rebalance-section","component":"Card","children":["rebalance-header","rebalance-desc","rebalance-buttons"],"direction":"column","gap":"s"},
+    {"id":"rebalance-header","component":"Heading","text":"Rebalance Portfolio","level":"h3"},
+    {"id":"rebalance-desc","component":"TextContent","text":"Current allocation deviates from target by 3.2% in Technology sector. Consider trimming NVDA or adding to underweight sectors (Healthcare, Energy).","size":"small"},
+    {"id":"rebalance-buttons","component":"Buttons","buttons":["rebalance-auto-btn","rebalance-manual-btn"]},
+    {"id":"rebalance-auto-btn","component":"Button","label":"Auto-Rebalance","variant":"primary"},
+    {"id":"rebalance-manual-btn","component":"Button","label":"Manual Rebalance","variant":"secondary"}
+  ]}}
+]
+</a2ui-json>
+
+**Coverage summary across all 17 items:**
+
+| # | Requirement | Location |
+|---|---|---|
+| 1 | Portfolio value | Top metrics bar |
+| 2 | P&L today | Top metrics bar |
+| 3 | Positions table | Portfolio tab |
+| 4 | Sector exposure | Portfolio tab (donut chart) |
+| 5 | Value at Risk | Top metrics + Risk tab breakdown |
+| 6 | Gainers & losers | Market tab |
+| 7 | Watchlist | Market tab |
+| 8 | Working orders | Trading tab |
+| 9 | Margin in use | Top metrics + Risk tab progress bar |
+| 10 | Headlines + sentiment | Market tab |
+| 11 | Economic releases | Market tab |
+| 12 | Strategy returns YTD | Portfolio tab (horizontal bar) |
+| 13 | Drawdown (12mo) | Portfolio tab (area chart) |
+| 14 | Risk limits near breach | Risk tab (alerts) |
+| 15 | Rebalance action | Trading tab (auto/manual buttons) |
+| 16 | Place order form | Trading tab (ticker, side, qty) |
+| 17 | Timeframe selector | Top of screen (dropdown) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..f4c2b1cb7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-fund__r4.txt
@@ -0,0 +1,710 @@
+
+
+Here's your complete trading desk morning workspace covering all 17 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "trading-desk-morning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1A73E8",
+        "agentDisplayName": "Trading Desk"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "trading-desk-morning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["metrics-row", "risk-alerts", "timeframe-row", "main-tabs", "charts-row", "movers-card", "actions-row"]
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "l",
+          "align": "center",
+          "justify": "between",
+          "children": ["metric-portfolio", "metric-pnl", "metric-var", "metric-margin"]
+        },
+        {
+          "id": "metric-portfolio",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["portfolio-label", "portfolio-value"]
+        },
+        {
+          "id": "portfolio-label",
+          "component": "TextContent",
+          "text": "**Portfolio Value**",
+          "size": "small"
+        },
+        {
+          "id": "portfolio-value",
+          "component": "TextContent",
+          "text": "$48,271,930.42",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-pnl",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["pnl-label", "pnl-value"]
+        },
+        {
+          "id": "pnl-label",
+          "component": "TextContent",
+          "text": "**P&L Today**",
+          "size": "small"
+        },
+        {
+          "id": "pnl-value",
+          "component": "TextContent",
+          "text": "+$312,480.17 (+0.65%)",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-var",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["var-label", "var-value"]
+        },
+        {
+          "id": "var-label",
+          "component": "TextContent",
+          "text": "**Value at Risk (95%)**",
+          "size": "small"
+        },
+        {
+          "id": "var-value",
+          "component": "TextContent",
+          "text": "$1,204,550",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-margin",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["margin-label", "margin-progress"]
+        },
+        {
+          "id": "margin-label",
+          "component": "TextContent",
+          "text": "**Margin in Use**",
+          "size": "small"
+        },
+        {
+          "id": "margin-progress",
+          "component": "Progress",
+          "value": 72,
+          "label": "72% of $15M limit"
+        },
+        {
+          "id": "risk-alerts",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "⚠️ Risk Limits Approaching Breach",
+          "description": "Sector concentration in Technology at 34.2% (limit: 35%). Single-name exposure AAPL at 8.1% (limit: 10%). Gross leverage at 2.8x (limit: 3.0x). Review positions before adding risk."
+        },
+        {
+          "id": "timeframe-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "children": ["timeframe-label", "timeframe-select"]
+        },
+        {
+          "id": "timeframe-label",
+          "component": "TextContent",
+          "text": "**View Timeframe:**",
+          "size": "small"
+        },
+        {
+          "id": "timeframe-select",
+          "component": "Select",
+          "name": "timeframe",
+          "placeholder": "Select timeframe",
+          "value": "1D",
+          "items": ["tf-1d", "tf-1w", "tf-1m", "tf-3m", "tf-ytd", "tf-1y"]
+        },
+        {
+          "id": "tf-1d",
+          "component": "SelectItem",
+          "value": "1D",
+          "label": "1 Day"
+        },
+        {
+          "id": "tf-1w",
+          "component": "SelectItem",
+          "value": "1W",
+          "label": "1 Week"
+        },
+        {
+          "id": "tf-1m",
+          "component": "SelectItem",
+          "value": "1M",
+          "label": "1 Month"
+        },
+        {
+          "id": "tf-3m",
+          "component": "SelectItem",
+          "value": "3M",
+          "label": "3 Months"
+        },
+        {
+          "id": "tf-ytd",
+          "component": "SelectItem",
+          "value": "YTD",
+          "label": "Year to Date"
+        },
+        {
+          "id": "tf-1y",
+          "component": "SelectItem",
+          "value": "1Y",
+          "label": "1 Year"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-positions", "tab-watchlist", "tab-orders", "tab-headlines", "tab-econ"]
+        },
+        {
+          "id": "tab-positions",
+          "component": "TabItem",
+          "value": "positions",
+          "trigger": "Positions",
+          "content": ["positions-table"]
+        },
+        {
+          "id": "positions-table",
+          "component": "Table",
+          "columns": ["pos-col-ticker", "pos-col-size", "pos-col-entry", "pos-col-current", "pos-col-pnl"]
+        },
+        {
+          "id": "pos-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "AMZN", "META", "TSLA"]
+        },
+        {
+          "id": "pos-col-size",
+          "component": "Col",
+          "label": "Size",
+          "data": ["12,500", "8,200", "4,100", "15,000", "9,800", "6,300", "7,400", "3,200"]
+        },
+        {
+          "id": "pos-col-entry",
+          "component": "Col",
+          "label": "Entry Price",
+          "data": ["$189.42", "$412.10", "$875.30", "$198.55", "$104.20", "$178.90", "$502.15", "$245.80"]
+        },
+        {
+          "id": "pos-col-current",
+          "component": "Col",
+          "label": "Current Price",
+          "data": ["$194.87", "$418.65", "$912.40", "$196.20", "$107.85", "$183.42", "$518.90", "$238.15"]
+        },
+        {
+          "id": "pos-col-pnl",
+          "component": "Col",
+          "label": "Unrealized P&L",
+          "data": ["+$68,125", "+$53,710", "+$152,110", "-$35,250", "+$35,770", "+$28,476", "+$123,950", "-$24,480"]
+        },
+        {
+          "id": "tab-watchlist",
+          "component": "TabItem",
+          "value": "watchlist",
+          "trigger": "Watchlist",
+          "content": ["watchlist-table"]
+        },
+        {
+          "id": "watchlist-table",
+          "component": "Table",
+          "columns": ["watch-col-ticker", "watch-col-price", "watch-col-change", "watch-col-note"]
+        },
+        {
+          "id": "watch-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["GOOGL", "NFLX", "AMD", "BRK.B", "V", "UNH", "LLY", "COST"]
+        },
+        {
+          "id": "watch-col-price",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$172.34", "$628.50", "$164.22", "$412.80", "$278.95", "$524.10", "$782.45", "$738.20"]
+        },
+        {
+          "id": "watch-col-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["+1.2%", "-0.4%", "+2.8%", "+0.3%", "+0.9%", "-1.1%", "+1.7%", "+0.5%"]
+        },
+        {
+          "id": "watch-col-note",
+          "component": "Col",
+          "label": "Note",
+          "data": ["Earnings Thu", "Breakout watch", "Momentum", "Value entry", "Sector rotate", "Overextended", "GLP-1 catalyst", "Earnings beat"]
+        },
+        {
+          "id": "tab-orders",
+          "component": "TabItem",
+          "value": "orders",
+          "trigger": "Working Orders",
+          "content": ["orders-table"]
+        },
+        {
+          "id": "orders-table",
+          "component": "Table",
+          "columns": ["ord-col-ticker", "ord-col-side", "ord-col-qty", "ord-col-type", "ord-col-limit", "ord-col-status"]
+        },
+        {
+          "id": "ord-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["NVDA", "JPM", "XOM", "META", "TSLA", "AMZN"]
+        },
+        {
+          "id": "ord-col-side",
+          "component": "Col",
+          "label": "Side",
+          "data": ["BUY", "SELL", "BUY", "BUY", "SELL", "BUY"]
+        },
+        {
+          "id": "ord-col-qty",
+          "component": "Col",
+          "label": "Qty",
+          "data": ["500", "3,000", "2,000", "1,200", "800", "1,500"]
+        },
+        {
+          "id": "ord-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Limit", "Stop", "Limit", "TWAP", "Limit", "VWAP"]
+        },
+        {
+          "id": "ord-col-limit",
+          "component": "Col",
+          "label": "Price",
+          "data": ["$900.00", "$195.00", "$106.50", "$515.00", "$240.00", "$181.00"]
+        },
+        {
+          "id": "ord-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Working", "Working", "Partially Filled", "Working", "Working", "Working"]
+        },
+        {
+          "id": "tab-headlines",
+          "component": "TabItem",
+          "value": "headlines",
+          "trigger": "Headlines",
+          "content": ["headlines-list"]
+        },
+        {
+          "id": "headlines-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["hl-1", "hl-2", "hl-3", "hl-4", "hl-5", "hl-6"]
+        },
+        {
+          "id": "hl-1",
+          "component": "ListItem",
+          "title": "Fed signals potential rate cut in September amid cooling inflation",
+          "subtitle": "🟢 Bullish — Rates sensitive sectors rally"
+        },
+        {
+          "id": "hl-2",
+          "component": "ListItem",
+          "title": "NVIDIA data center revenue beats estimates by 18%, guides above consensus",
+          "subtitle": "🟢 Bullish — AI capex cycle intact"
+        },
+        {
+          "id": "hl-3",
+          "component": "ListItem",
+          "title": "China PMI contracts for 3rd consecutive month, exports decline 4.2%",
+          "subtitle": "🔴 Bearish — Commodity and EM exposure at risk"
+        },
+        {
+          "id": "hl-4",
+          "component": "ListItem",
+          "title": "Oil inventories draw more than expected; WTI tests $82 resistance",
+          "subtitle": "🟡 Neutral — Supply tight but demand uncertain"
+        },
+        {
+          "id": "hl-5",
+          "component": "ListItem",
+          "title": "Treasury 10Y yield drops to 4.18% on weak jobs data revision",
+          "subtitle": "🟢 Bullish — Duration rally supports growth"
+        },
+        {
+          "id": "hl-6",
+          "component": "ListItem",
+          "title": "EU announces new tariffs on Chinese EVs effective August 1",
+          "subtitle": "🔴 Bearish — Trade war escalation risk for autos"
+        },
+        {
+          "id": "tab-econ",
+          "component": "TabItem",
+          "value": "econ",
+          "trigger": "Econ Calendar",
+          "content": ["econ-table"]
+        },
+        {
+          "id": "econ-table",
+          "component": "Table",
+          "columns": ["econ-col-date", "econ-col-event", "econ-col-impact", "econ-col-forecast", "econ-col-prior"]
+        },
+        {
+          "id": "econ-col-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["Mon", "Tue", "Wed", "Wed", "Thu", "Thu", "Fri"]
+        },
+        {
+          "id": "econ-col-event",
+          "component": "Col",
+          "label": "Event",
+          "data": ["ISM Manufacturing", "JOLTS Job Openings", "FOMC Minutes", "ADP Employment", "Initial Jobless Claims", "CPI (YoY)", "Michigan Sentiment"]
+        },
+        {
+          "id": "econ-col-impact",
+          "component": "Col",
+          "label": "Impact",
+          "data": ["High", "Medium", "High", "Medium", "Medium", "High", "Low"]
+        },
+        {
+          "id": "econ-col-forecast",
+          "component": "Col",
+          "label": "Forecast",
+          "data": ["49.2", "8.1M", "—", "125K", "220K", "2.9%", "68.5"]
+        },
+        {
+          "id": "econ-col-prior",
+          "component": "Col",
+          "label": "Prior",
+          "data": ["48.7", "8.06M", "—", "152K", "233K", "3.3%", "69.1"]
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "children": ["sector-card", "strategy-card", "drawdown-card"]
+        },
+        {
+          "id": "sector-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["sector-header", "sector-chart"]
+        },
+        {
+          "id": "sector-header",
+          "component": "CardHeader",
+          "title": "Exposure by Sector",
+          "subtitle": "Gross notional allocation"
+        },
+        {
+          "id": "sector-chart",
+          "component": "PieChart",
+          "variant": "donut",
+          "labels": ["Technology", "Financials", "Energy", "Healthcare", "Consumer", "Industrials"],
+          "values": [34.2, 18.5, 14.8, 12.3, 11.7, 8.5]
+        },
+        {
+          "id": "strategy-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["strategy-header", "strategy-chart"]
+        },
+        {
+          "id": "strategy-header",
+          "component": "CardHeader",
+          "title": "Strategy Returns YTD",
+          "subtitle": "Net of fees, 2024"
+        },
+        {
+          "id": "strategy-chart",
+          "component": "BarChart",
+          "labels": ["L/S Equity", "Macro", "Quant", "Event", "Credit", "Vol Arb"],
+          "series": ["strategy-series"],
+          "yLabel": "Return %"
+        },
+        {
+          "id": "strategy-series",
+          "component": "Series",
+          "category": "YTD Return",
+          "values": [14.2, 8.7, 11.3, 6.1, 4.8, 9.5]
+        },
+        {
+          "id": "drawdown-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["drawdown-header", "drawdown-chart"]
+        },
+        {
+          "id": "drawdown-header",
+          "component": "CardHeader",
+          "title": "Drawdown (12M)",
+          "subtitle": "Peak-to-trough, monthly"
+        },
+        {
+          "id": "drawdown-chart",
+          "component": "AreaChart",
+          "labels": ["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["drawdown-series"],
+          "yLabel": "Drawdown %"
+        },
+        {
+          "id": "drawdown-series",
+          "component": "Series",
+          "category": "Drawdown",
+          "values": [0, -2.1, -4.8, -7.2, -3.5, -1.2, 0, -1.8, -5.4, -8.1, -4.2, -1.6]
+        },
+        {
+          "id": "movers-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["movers-header", "movers-table"]
+        },
+        {
+          "id": "movers-header",
+          "component": "CardHeader",
+          "title": "Today's Biggest Movers",
+          "subtitle": "Top gainers and losers in portfolio"
+        },
+        {
+          "id": "movers-table",
+          "component": "Table",
+          "columns": ["movers-col-ticker", "movers-col-direction", "movers-col-change", "movers-col-contrib"]
+        },
+        {
+          "id": "movers-col-ticker",
+          "component": "Col",
+          "label": "Ticker",
+          "data": ["NVDA", "META", "XOM", "AAPL", "TSLA", "JPM"]
+        },
+        {
+          "id": "movers-col-direction",
+          "component": "Col",
+          "label": "Direction",
+          "data": ["🟢 Gainer", "🟢 Gainer", "🟢 Gainer", "🟢 Gainer", "🔴 Loser", "🔴 Loser"]
+        },
+        {
+          "id": "movers-col-change",
+          "component": "Col",
+          "label": "Move",
+          "data": ["+4.24%", "+3.34%", "+3.50%", "+2.88%", "-3.11%", "-1.18%"]
+        },
+        {
+          "id": "movers-col-contrib",
+          "component": "Col",
+          "label": "P&L Contribution",
+          "data": ["+$152,110", "+$123,950", "+$35,770", "+$68,125", "-$24,480", "-$35,250"]
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "align": "start",
+          "children": ["rebalance-card", "order-card"]
+        },
+        {
+          "id": "rebalance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["rebalance-header", "rebalance-desc", "rebalance-buttons"]
+        },
+        {
+          "id": "rebalance-header",
+          "component": "CardHeader",
+          "title": "Rebalance Portfolio",
+          "subtitle": "Adjust allocations to target weights"
+        },
+        {
+          "id": "rebalance-desc",
+          "component": "TextContent",
+          "text": "Current drift: Tech +4.2% over target, Energy -1.8% under target. Recommended action: trim Tech, add Energy.",
+          "size": "small"
+        },
+        {
+          "id": "rebalance-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["btn-auto-rebalance", "btn-manual-rebalance"]
+        },
+        {
+          "id": "btn-auto-rebalance",
+          "component": "Button",
+          "label": "Auto-Rebalance to Targets",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-manual-rebalance",
+          "component": "Button",
+          "label": "Manual Rebalance",
+          "variant": "secondary",
+          "size": "medium"
+        },
+        {
+          "id": "order-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["order-header", "order-form"]
+        },
+        {
+          "id": "order-header",
+          "component": "CardHeader",
+          "title": "Place Order",
+          "subtitle": "Submit a new working order"
+        },
+        {
+          "id": "order-form",
+          "component": "Form",
+          "name": "new-order",
+          "fields": ["fc-ticker", "fc-side", "fc-qty"],
+          "buttons": "order-submit-btns"
+        },
+        {
+          "id": "fc-ticker",
+          "component": "FormControl",
+          "label": "Ticker",
+          "input": "input-ticker",
+          "hint": "e.g. AAPL, NVDA, MSFT"
+        },
+        {
+          "id": "input-ticker",
+          "component": "Input",
+          "name": "ticker",
+          "placeholder": "Enter ticker symbol",
+          "type": "text"
+        },
+        {
+          "id": "fc-side",
+          "component": "FormControl",
+          "label": "Side",
+          "input": "select-side"
+        },
+        {
+          "id": "select-side",
+          "component": "Select",
+          "name": "side",
+          "placeholder": "Select side",
+          "items": ["side-buy", "side-sell", "side-short"]
+        },
+        {
+          "id": "side-buy",
+          "component": "SelectItem",
+          "value": "BUY",
+          "label": "Buy / Long"
+        },
+        {
+          "id": "side-sell",
+          "component": "SelectItem",
+          "value": "SELL",
+          "label": "Sell / Close"
+        },
+        {
+          "id": "side-short",
+          "component": "SelectItem",
+          "value": "SHORT",
+          "label": "Short Sell"
+        },
+        {
+          "id": "fc-qty",
+          "component": "FormControl",
+          "label": "Quantity",
+          "input": "input-qty",
+          "hint": "Number of shares or contracts"
+        },
+        {
+          "id": "input-qty",
+          "component": "Input",
+          "name": "quantity",
+          "placeholder": "e.g. 1000",
+          "type": "number"
+        },
+        {
+          "id": "order-submit-btns",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-submit-order", "btn-cancel-order"]
+        },
+        {
+          "id": "btn-submit-order",
+          "component": "Button",
+          "label": "Submit Order",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "btn-cancel-order",
+          "component": "Button",
+          "label": "Clear",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This workspace covers all 17 items:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | Portfolio value | Metric card — **$48.27M** |
+| 2 | P&L today | Metric card — **+$312K (+0.65%)** |
+| 3 | Positions | Table with ticker, size, entry, current price, unrealized P&L |
+| 4 | Sector exposure | Donut chart with 6 sectors |
+| 5 | Value at Risk | Metric card — **$1.2M at 95%** |
+| 6 | Gainers & losers | Movers table with direction and contribution |
+| 7 | Watchlist | Table with ticker, price, change, and notes |
+| 8 | Working orders | Table with side, qty, type, limit, status |
+| 9 | Margin in use | Progress bar — **72% of $15M** |
+| 10 | Headlines + sentiment | Numbered list with 🟢/🔴/🟡 sentiment tags |
+| 11 | Economic releases | Calendar table with forecast vs prior |
+| 12 | Strategy returns YTD | Bar chart across 6 strategies |
+| 13 | Drawdown (12M) | Area chart showing monthly drawdown |
+| 14 | Risk limit breaches | Warning alert banner with specifics |
+| 15 | Rebalance | Card with auto/manual rebalance buttons |
+| 16 | Place order | Form with ticker, side, quantity + submit |
+| 17 | Timeframe | Dropdown selector (1D → 1Y) |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..79f09635a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r1.txt
@@ -0,0 +1,770 @@
+
+
+Here's a full live-ops dashboard covering all 16 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Live-Ops Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["heading", "metrics-row", "alerts-row", "main-tabs", "actions-section"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "heading",
+          "component": "Heading",
+          "text": "🎮 Live-Ops Command Center",
+          "level": "h1"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-online", "metric-dau", "metric-mau", "metric-revenue", "metric-arpu"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "sunk"
+        },
+        {
+          "id": "metric-online",
+          "component": "Card",
+          "children": ["metric-online-label", "metric-online-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-online-label",
+          "component": "TextContent",
+          "text": "Players Online Now",
+          "size": "small"
+        },
+        {
+          "id": "metric-online-value",
+          "component": "TextContent",
+          "text": "**142,837**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-dau",
+          "component": "Card",
+          "children": ["metric-dau-label", "metric-dau-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-dau-label",
+          "component": "TextContent",
+          "text": "Daily Active Players",
+          "size": "small"
+        },
+        {
+          "id": "metric-dau-value",
+          "component": "TextContent",
+          "text": "**1.24M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-mau",
+          "component": "Card",
+          "children": ["metric-mau-label", "metric-mau-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-mau-label",
+          "component": "TextContent",
+          "text": "Monthly Active Players",
+          "size": "small"
+        },
+        {
+          "id": "metric-mau-value",
+          "component": "TextContent",
+          "text": "**8.7M**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-revenue",
+          "component": "Card",
+          "children": ["metric-revenue-label", "metric-revenue-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-revenue-label",
+          "component": "TextContent",
+          "text": "Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "metric-revenue-value",
+          "component": "TextContent",
+          "text": "**$384,210**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-arpu",
+          "component": "Card",
+          "children": ["metric-arpu-label", "metric-arpu-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-arpu-label",
+          "component": "TextContent",
+          "text": "Revenue Per User",
+          "size": "small"
+        },
+        {
+          "id": "metric-arpu-value",
+          "component": "TextContent",
+          "text": "**$0.31**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "alerts-row",
+          "component": "Card",
+          "children": ["alert-reports", "alert-appeals"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "alert-reports",
+          "component": "Alert",
+          "title": "Player Reports Awaiting Review",
+          "description": "23 reports pending — 4 flagged as high priority (harassment, exploit abuse). Oldest report is 6 hours old.",
+          "variant": "warning"
+        },
+        {
+          "id": "alert-appeals",
+          "component": "Alert",
+          "title": "Ban Appeals Awaiting Review",
+          "description": "11 appeals in queue — 2 exceed the 48-hour SLA. Average resolution time this week: 18 hours.",
+          "variant": "info"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-analytics", "tab-operations", "tab-experiments"]
+        },
+        {
+          "id": "tab-analytics",
+          "component": "TabItem",
+          "value": "analytics",
+          "trigger": "📊 Analytics",
+          "content": ["session-section", "crash-section", "inflation-section"]
+        },
+        {
+          "id": "session-section",
+          "component": "Card",
+          "children": ["session-header", "session-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "session-header",
+          "component": "CardHeader",
+          "title": "Avg Session Length — Past 14 Days",
+          "subtitle": "Minutes per session across all platforms"
+        },
+        {
+          "id": "session-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"],
+          "series": ["session-series-mobile", "session-series-pc"],
+          "variant": "natural",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "session-series-mobile",
+          "component": "Series",
+          "category": "Mobile",
+          "values": [22, 24, 23, 25, 27, 26, 24, 23, 25, 28, 27, 26, 29, 31]
+        },
+        {
+          "id": "session-series-pc",
+          "component": "Series",
+          "category": "PC",
+          "values": [38, 40, 39, 42, 44, 41, 39, 38, 41, 45, 43, 42, 46, 48]
+        },
+        {
+          "id": "crash-section",
+          "component": "Card",
+          "children": ["crash-header", "crash-chart"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "crash-header",
+          "component": "CardHeader",
+          "title": "Crash Rate by App Version",
+          "subtitle": "Percentage of sessions ending in crash (last 24h)"
+        },
+        {
+          "id": "crash-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["v4.2.0", "v4.1.3", "v4.1.2", "v4.0.9", "v3.9.1"],
+          "series": ["crash-series"],
+          "xLabel": "Crash Rate (%)"
+        },
+        {
+          "id": "crash-series",
+          "component": "Series",
+          "category": "Crash Rate",
+          "values": [0.42, 0.18, 0.31, 0.87, 1.24]
+        },
+        {
+          "id": "inflation-section",
+          "component": "Card",
+          "children": ["inflation-header", "inflation-chart", "inflation-note"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "inflation-header",
+          "component": "CardHeader",
+          "title": "In-Game Currency Inflation",
+          "subtitle": "Gold supply growth rate (weekly) vs. sink rate"
+        },
+        {
+          "id": "inflation-chart",
+          "component": "AreaChart",
+          "labels": ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"],
+          "series": ["inflation-supply", "inflation-sink"],
+          "variant": "natural",
+          "yLabel": "Billions of Gold"
+        },
+        {
+          "id": "inflation-supply",
+          "component": "Series",
+          "category": "Supply (faucets)",
+          "values": [12.4, 13.1, 13.8, 14.2, 15.0, 15.6, 16.3, 17.1]
+        },
+        {
+          "id": "inflation-sink",
+          "component": "Series",
+          "category": "Sink (drains)",
+          "values": [11.8, 12.0, 12.5, 12.9, 13.2, 13.8, 14.1, 14.6]
+        },
+        {
+          "id": "inflation-note",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Inflation Alert",
+          "description": "Net supply growing at +2.5B gold/week. If unchecked, auction house prices will inflate ~12% by end of month. Consider adding a new gold sink or reducing quest rewards."
+        },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "🖥️ Operations",
+          "content": ["server-section", "items-section", "events-section"]
+        },
+        {
+          "id": "server-section",
+          "component": "Card",
+          "children": ["server-header", "server-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "server-header",
+          "component": "CardHeader",
+          "title": "Server Region Health",
+          "subtitle": "Real-time status across all regions"
+        },
+        {
+          "id": "server-table",
+          "component": "Table",
+          "columns": ["col-region", "col-status", "col-latency", "col-uptime", "col-players"]
+        },
+        {
+          "id": "col-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["NA-East", "NA-West", "EU-West", "EU-Central", "Asia-Pacific", "South America"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy", "🟢 Healthy", "🔴 Incident"],
+          "type": "string"
+        },
+        {
+          "id": "col-latency",
+          "component": "Col",
+          "label": "Avg Latency",
+          "data": ["23ms", "31ms", "89ms", "42ms", "55ms", "142ms"],
+          "type": "string"
+        },
+        {
+          "id": "col-uptime",
+          "component": "Col",
+          "label": "Uptime (30d)",
+          "data": ["99.98%", "99.95%", "99.72%", "99.99%", "99.91%", "98.45%"],
+          "type": "string"
+        },
+        {
+          "id": "col-players",
+          "component": "Col",
+          "label": "Players",
+          "data": ["42,310", "28,104", "31,882", "18,445", "15,203", "6,893"],
+          "type": "string"
+        },
+        {
+          "id": "items-section",
+          "component": "Card",
+          "children": ["items-header", "items-table"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "items-header",
+          "component": "CardHeader",
+          "title": "Best-Selling Items (Today)",
+          "subtitle": "Top items by units sold in the in-game store"
+        },
+        {
+          "id": "items-table",
+          "component": "Table",
+          "columns": ["col-item", "col-units", "col-item-revenue", "col-trend"]
+        },
+        {
+          "id": "col-item",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Dragon Flame Skin", "XP Boost (24h)", "Legendary Loot Crate", "Battle Pass Tier Skip", "Phoenix Mount", "Gold Pack (10K)"],
+          "type": "string"
+        },
+        {
+          "id": "col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "data": ["12,847", "9,231", "7,456", "5,892", "3,210", "2,987"],
+          "type": "string"
+        },
+        {
+          "id": "col-item-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$64,235", "$27,693", "$74,560", "$29,460", "$48,150", "$14,935"],
+          "type": "string"
+        },
+        {
+          "id": "col-trend",
+          "component": "Col",
+          "label": "Trend",
+          "data": ["↑ +18%", "↑ +5%", "↓ -3%", "↑ +22%", "→ 0%", "↓ -8%"],
+          "type": "string"
+        },
+        {
+          "id": "events-section",
+          "component": "Card",
+          "children": ["events-header", "events-list"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "events-header",
+          "component": "CardHeader",
+          "title": "Live & Upcoming Events",
+          "subtitle": "Current and scheduled in-game events"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "items": ["event-1", "event-2", "event-3", "event-4"],
+          "variant": "number"
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "🔥 Summer Solstice Festival",
+          "subtitle": "LIVE — Ends in 2d 14h | 68% participation rate | +22% revenue lift",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "⚔️ Guild Wars Season 12",
+          "subtitle": "LIVE — Ends in 5d 3h | 1,247 guilds competing | Server load nominal",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "🎃 Phantom Nights (Halloween Preview)",
+          "subtitle": "UPCOMING — Starts in 3d | Assets deployed | QA sign-off pending",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "event-4",
+          "component": "ListItem",
+          "title": "🏆 Ranked Season Reset",
+          "subtitle": "UPCOMING — Starts in 7d | Reward distribution scheduled | Comms draft ready",
+          "actionLabel": "View Details"
+        },
+        {
+          "id": "tab-experiments",
+          "component": "TabItem",
+          "value": "experiments",
+          "trigger": "🧪 Experiments",
+          "content": ["exp-section"]
+        },
+        {
+          "id": "exp-section",
+          "component": "Card",
+          "children": ["exp-header", "exp-cards-row"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "exp-header",
+          "component": "CardHeader",
+          "title": "Running A/B Experiments",
+          "subtitle": "Active experiments with interim results"
+        },
+        {
+          "id": "exp-cards-row",
+          "component": "Card",
+          "children": ["exp-1", "exp-2"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "exp-1",
+          "component": "Card",
+          "children": ["exp-1-title", "exp-1-desc", "exp-1-metrics", "exp-1-verdict"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "exp-1-title",
+          "component": "TextContent",
+          "text": "**Experiment A: New Onboarding Flow**",
+          "size": "default"
+        },
+        {
+          "id": "exp-1-desc",
+          "component": "TextContent",
+          "text": "Testing a streamlined 3-step tutorial vs. the current 7-step flow for new players. Target: improve D1 retention.",
+          "size": "small"
+        },
+        {
+          "id": "exp-1-metrics",
+          "component": "Table",
+          "columns": ["exp1-col-metric", "exp1-col-control", "exp1-col-variant"]
+        },
+        {
+          "id": "exp1-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["D1 Retention", "D7 Retention", "Tutorial Completion", "First Purchase Rate"],
+          "type": "string"
+        },
+        {
+          "id": "exp1-col-control",
+          "component": "Col",
+          "label": "Control",
+          "data": ["34.2%", "12.1%", "61%", "4.8%"],
+          "type": "string"
+        },
+        {
+          "id": "exp1-col-variant",
+          "component": "Col",
+          "label": "Variant B",
+          "data": ["41.7% ↑", "14.3% ↑", "89% ↑", "5.1% →"],
+          "type": "string"
+        },
+        {
+          "id": "exp-1-verdict",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Recommendation: Ship Variant B",
+          "description": "Statistically significant at 95% confidence. +7.5pp D1 retention lift. Recommend full rollout after 3 more days of data."
+        },
+        {
+          "id": "exp-2",
+          "component": "Card",
+          "children": ["exp-2-title", "exp-2-desc", "exp-2-metrics", "exp-2-verdict"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "exp-2-title",
+          "component": "TextContent",
+          "text": "**Experiment B: Dynamic Pricing on Gold Packs**",
+          "size": "default"
+        },
+        {
+          "id": "exp-2-desc",
+          "component": "TextContent",
+          "text": "Testing personalized gold pack pricing based on player spend history. Target: increase ARPPU without hurting conversion.",
+          "size": "small"
+        },
+        {
+          "id": "exp-2-metrics",
+          "component": "Table",
+          "columns": ["exp2-col-metric", "exp2-col-control", "exp2-col-variant"]
+        },
+        {
+          "id": "exp2-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["ARPPU", "Purchase Conversion", "Avg Order Value", "Refund Rate"],
+          "type": "string"
+        },
+        {
+          "id": "exp2-col-control",
+          "component": "Col",
+          "label": "Control",
+          "data": ["$12.40", "3.2%", "$8.50", "1.1%"],
+          "type": "string"
+        },
+        {
+          "id": "exp2-col-variant",
+          "component": "Col",
+          "label": "Variant B",
+          "data": ["$14.10 ↑", "2.8% ↓", "$11.20 ↑", "2.4% ↑"],
+          "type": "string"
+        },
+        {
+          "id": "exp-2-verdict",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Recommendation: Iterate",
+          "description": "ARPPU up +13.7% but conversion dropped and refund rate doubled. Suggest capping dynamic pricing at 1.3x base and re-running for 7 more days."
+        },
+        {
+          "id": "actions-section",
+          "component": "Card",
+          "children": ["actions-header", "actions-row"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "actions-header",
+          "component": "CardHeader",
+          "title": "⚡ Quick Actions",
+          "subtitle": "Operational tools for the live-ops team"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "children": ["region-focus-card", "patch-notes-card", "hotfix-card"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "region-focus-card",
+          "component": "Card",
+          "children": ["region-focus-title", "region-select", "region-focus-btn"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "region-focus-title",
+          "component": "TextContent",
+          "text": "**🌍 Focus on Region**",
+          "size": "default"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region_focus",
+          "placeholder": "Select a region to drill down…",
+          "items": ["region-na-east", "region-na-west", "region-eu-west", "region-eu-central", "region-apac", "region-sa"]
+        },
+        {
+          "id": "region-na-east",
+          "component": "SelectItem",
+          "value": "na-east",
+          "label": "NA-East (42,310 players)"
+        },
+        {
+          "id": "region-na-west",
+          "component": "SelectItem",
+          "value": "na-west",
+          "label": "NA-West (28,104 players)"
+        },
+        {
+          "id": "region-eu-west",
+          "component": "SelectItem",
+          "value": "eu-west",
+          "label": "EU-West ⚠️ Degraded (31,882 players)"
+        },
+        {
+          "id": "region-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "EU-Central (18,445 players)"
+        },
+        {
+          "id": "region-apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia-Pacific (15,203 players)"
+        },
+        {
+          "id": "region-sa",
+          "component": "SelectItem",
+          "value": "sa",
+          "label": "South America 🔴 Incident (6,893 players)"
+        },
+        {
+          "id": "region-focus-btn",
+          "component": "Button",
+          "label": "Open Region Dashboard",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "patch-notes-card",
+          "component": "Card",
+          "children": ["patch-title", "patch-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "patch-title",
+          "component": "TextContent",
+          "text": "**📝 Draft Patch Notes**",
+          "size": "default"
+        },
+        {
+          "id": "patch-form",
+          "component": "Form",
+          "name": "patch_notes_form",
+          "fields": ["patch-version-field", "patch-notes-field"],
+          "buttons": "patch-buttons"
+        },
+        {
+          "id": "patch-version-field",
+          "component": "FormControl",
+          "label": "Version",
+          "input": "patch-version-input",
+          "hint": "e.g. v4.2.1"
+        },
+        {
+          "id": "patch-version-input",
+          "component": "Input",
+          "name": "version",
+          "placeholder": "v4.2.1",
+          "type": "text"
+        },
+        {
+          "id": "patch-notes-field",
+          "component": "FormControl",
+          "label": "Patch Notes",
+          "input": "patch-notes-input",
+          "hint": "Markdown supported. Use bullet points for changes."
+        },
+        {
+          "id": "patch-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "## Bug Fixes\n- Fixed crash when entering Guild Hall on low-end devices\n- Resolved gold duplication exploit in trading post\n\n## Balance Changes\n- Reduced Dragon Flame Skin damage bonus from 15% → 12%",
+          "rows": 6
+        },
+        {
+          "id": "patch-buttons",
+          "component": "Buttons",
+          "buttons": ["patch-save-btn", "patch-publish-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "patch-save-btn",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "patch-publish-btn",
+          "component": "Button",
+          "label": "Submit for Review",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "hotfix-card",
+          "component": "Card",
+          "children": ["hotfix-title", "hotfix-desc", "hotfix-btn"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "sunk"
+        },
+        {
+          "id": "hotfix-title",
+          "component": "TextContent",
+          "text": "**🚀 Ship Hotfix**",
+          "size": "default"
+        },
+        {
+          "id": "hotfix-desc",
+          "component": "TextContent",
+          "text": "Deploy an emergency hotfix to production. Requires lead approval and triggers automated rollback monitoring.",
+          "size": "small"
+        },
+        {
+          "id": "hotfix-btn",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "🔴 Initiate Hotfix Deploy",
+          "triggerVariant": "destructive",
+          "title": "Confirm Hotfix Deployment",
+          "description": "You are about to deploy a hotfix to all production servers. This will restart game servers in rolling fashion (~2 min downtime per region). This action requires on-call lead approval and will be logged. Are you sure you want to proceed?",
+          "confirmLabel": "Deploy Hotfix",
+          "cancelLabel": "Cancel"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Players online now | Top metrics row — **142,837** |
+| 2 | DAU & MAU | Top metrics row — **1.24M / 8.7M** |
+| 3 | Revenue today | Top metrics row — **$384,210** |
+| 4 | Revenue per user | Top metrics row — **$0.31** |
+| 5 | Session length (14 days) | Analytics tab — dual-line chart (Mobile vs PC) |
+| 6 | Best-selling items + units | Operations tab — table with 6 items, units, revenue, trend |
+| 7 | Server region health | Operations tab — table with status, latency, uptime |
+| 8 | Crash rate by version | Analytics tab — horizontal bar chart |
+| 9 | Live & upcoming events | Operations tab — numbered list with status |
+| 10 | Player reports queue | Alert banner (warning) at top |
+| 11 | Ban appeals queue | Alert banner (info) at top |
+| 12 | Currency inflation | Analytics tab — area chart + warning callout |
+| 13 | Two experiment results | Experiments tab — side-by-side cards with metrics tables |
+| 14 | Draft patch notes | Actions section — form with version + markdown textarea |
+| 15 | Focus on one region | Actions section — dropdown selector with region data |
+| 16 | Ship a hotfix | Actions section — destructive confirm dialog |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..4201f3ae5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r2.txt
@@ -0,0 +1,904 @@
+
+
+Here's a comprehensive live-ops dashboard covering all 16 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Live-Ops Command Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": ["header", "metrics-row", "charts-row", "tables-row", "events-queue-row", "economy-experiments-row", "actions-row"]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🎮 Live-Ops Command Center",
+          "subtitle": "Real-time game operations dashboard — Last refreshed: 2025-01-15 14:32 UTC"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["metric-online", "metric-dau", "metric-mau", "metric-revenue", "metric-arpu"]
+        },
+        {
+          "id": "metric-online",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-online-label", "metric-online-value"]
+        },
+        {
+          "id": "metric-online-label",
+          "component": "TextContent",
+          "text": "🟢 Players Online Now",
+          "size": "small"
+        },
+        {
+          "id": "metric-online-value",
+          "component": "TextContent",
+          "text": "**142,837**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-dau",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-dau-label", "metric-dau-value"]
+        },
+        {
+          "id": "metric-dau-label",
+          "component": "TextContent",
+          "text": "📅 Daily Active Players",
+          "size": "small"
+        },
+        {
+          "id": "metric-dau-value",
+          "component": "TextContent",
+          "text": "**1,284,502**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-mau",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-mau-label", "metric-mau-value"]
+        },
+        {
+          "id": "metric-mau-label",
+          "component": "TextContent",
+          "text": "📆 Monthly Active Players",
+          "size": "small"
+        },
+        {
+          "id": "metric-mau-value",
+          "component": "TextContent",
+          "text": "**8,412,093**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-revenue-label", "metric-revenue-value"]
+        },
+        {
+          "id": "metric-revenue-label",
+          "component": "TextContent",
+          "text": "💰 Revenue Today",
+          "size": "small"
+        },
+        {
+          "id": "metric-revenue-value",
+          "component": "TextContent",
+          "text": "**$387,241**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-arpu",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["metric-arpu-label", "metric-arpu-value"]
+        },
+        {
+          "id": "metric-arpu-label",
+          "component": "TextContent",
+          "text": "📊 Revenue Per User (ARPU)",
+          "size": "small"
+        },
+        {
+          "id": "metric-arpu-value",
+          "component": "TextContent",
+          "text": "**$0.301**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["session-chart-card", "crash-chart-card"]
+        },
+        {
+          "id": "session-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["session-chart-title", "session-chart"]
+        },
+        {
+          "id": "session-chart-title",
+          "component": "TextContent",
+          "text": "⏱️ Avg Session Length — Past 14 Days (minutes)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "session-chart",
+          "component": "LineChart",
+          "labels": ["Jan 1", "Jan 2", "Jan 3", "Jan 4", "Jan 5", "Jan 6", "Jan 7", "Jan 8", "Jan 9", "Jan 10", "Jan 11", "Jan 12", "Jan 13", "Jan 14"],
+          "series": ["session-series"],
+          "variant": "natural",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "session-series",
+          "component": "Series",
+          "category": "Avg Session",
+          "values": [23.4, 24.1, 22.8, 25.3, 26.7, 28.1, 27.4, 24.9, 23.2, 25.8, 27.3, 29.1, 28.6, 26.2]
+        },
+        {
+          "id": "crash-chart-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["crash-chart-title", "crash-chart"]
+        },
+        {
+          "id": "crash-chart-title",
+          "component": "TextContent",
+          "text": "💥 Crash Rate by App Version (%)",
+          "size": "small-heavy"
+        },
+        {
+          "id": "crash-chart",
+          "component": "BarChart",
+          "labels": ["v4.2.0", "v4.2.1", "v4.3.0", "v4.3.1", "v4.4.0-beta"],
+          "series": ["crash-series"],
+          "variant": "grouped",
+          "yLabel": "Crash %"
+        },
+        {
+          "id": "crash-series",
+          "component": "Series",
+          "category": "Crash Rate",
+          "values": [0.12, 0.08, 0.31, 0.05, 1.42]
+        },
+        {
+          "id": "tables-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["bestsellers-card", "regions-card"]
+        },
+        {
+          "id": "bestsellers-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["bestsellers-title", "bestsellers-table"]
+        },
+        {
+          "id": "bestsellers-title",
+          "component": "TextContent",
+          "text": "🏆 Best-Selling Items Today",
+          "size": "small-heavy"
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": ["bs-col-item", "bs-col-units", "bs-col-revenue"]
+        },
+        {
+          "id": "bs-col-item",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Dragon Slayer Skin", "XP Boost x2 (24h)", "Legendary Loot Crate", "Phoenix Mount", "Starter Gem Pack (500)"]
+        },
+        {
+          "id": "bs-col-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "type": "number",
+          "data": [12847, 9231, 7654, 5102, 4893]
+        },
+        {
+          "id": "bs-col-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$64,235", "$27,693", "$38,270", "$25,510", "$9,786"]
+        },
+        {
+          "id": "regions-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["regions-title", "regions-table"]
+        },
+        {
+          "id": "regions-title",
+          "component": "TextContent",
+          "text": "🌐 Server Regions & Health",
+          "size": "small-heavy"
+        },
+        {
+          "id": "regions-table",
+          "component": "Table",
+          "columns": ["rg-col-region", "rg-col-status", "rg-col-latency", "rg-col-players"]
+        },
+        {
+          "id": "rg-col-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["NA-East", "NA-West", "EU-West", "EU-Central", "APAC-Tokyo", "APAC-Sydney", "SA-Brazil"]
+        },
+        {
+          "id": "rg-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy", "🟢 Healthy", "🔴 Down", "🟢 Healthy"]
+        },
+        {
+          "id": "rg-col-latency",
+          "component": "Col",
+          "label": "Avg Latency",
+          "data": ["23ms", "31ms", "87ms", "42ms", "38ms", "—", "54ms"]
+        },
+        {
+          "id": "rg-col-players",
+          "component": "Col",
+          "label": "Players",
+          "type": "number",
+          "data": [38421, 27103, 31205, 18942, 14876, 0, 12290]
+        },
+        {
+          "id": "events-queue-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["events-card", "reports-card", "appeals-card"]
+        },
+        {
+          "id": "events-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["events-title", "events-list"]
+        },
+        {
+          "id": "events-title",
+          "component": "TextContent",
+          "text": "🎉 Live & Upcoming Events",
+          "size": "small-heavy"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["event-1", "event-2", "event-3", "event-4"]
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "🔴 LIVE: Winter Frost Festival",
+          "subtitle": "Ends in 2d 14h • 67% participation rate"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "🔴 LIVE: Double XP Weekend",
+          "subtitle": "Ends in 18h • Active on all regions"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "🟡 UPCOMING: Guild Wars Season 12",
+          "subtitle": "Starts Jan 18 • Registration open"
+        },
+        {
+          "id": "event-4",
+          "component": "ListItem",
+          "title": "🟡 UPCOMING: Lunar New Year Event",
+          "subtitle": "Starts Jan 29 • Assets 80% ready"
+        },
+        {
+          "id": "reports-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["reports-title", "reports-metric", "reports-breakdown"]
+        },
+        {
+          "id": "reports-title",
+          "component": "TextContent",
+          "text": "🚨 Player Reports Queue",
+          "size": "small-heavy"
+        },
+        {
+          "id": "reports-metric",
+          "component": "TextContent",
+          "text": "**347** reports awaiting review",
+          "size": "large"
+        },
+        {
+          "id": "reports-breakdown",
+          "component": "Table",
+          "columns": ["rpt-col-type", "rpt-col-count", "rpt-col-priority"]
+        },
+        {
+          "id": "rpt-col-type",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Cheating/Hacking", "Toxic Behavior", "Exploit Abuse", "Spam/Scam", "Other"]
+        },
+        {
+          "id": "rpt-col-count",
+          "component": "Col",
+          "label": "Count",
+          "type": "number",
+          "data": [142, 89, 53, 38, 25]
+        },
+        {
+          "id": "rpt-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟡 High", "🔴 Critical", "🟡 Medium", "⚪ Low"]
+        },
+        {
+          "id": "appeals-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["appeals-title", "appeals-metric", "appeals-breakdown"]
+        },
+        {
+          "id": "appeals-title",
+          "component": "TextContent",
+          "text": "⚖️ Ban Appeals Queue",
+          "size": "small-heavy"
+        },
+        {
+          "id": "appeals-metric",
+          "component": "TextContent",
+          "text": "**83** appeals awaiting review",
+          "size": "large"
+        },
+        {
+          "id": "appeals-breakdown",
+          "component": "Table",
+          "columns": ["app-col-type", "app-col-count", "app-col-age"]
+        },
+        {
+          "id": "app-col-type",
+          "component": "Col",
+          "label": "Ban Type",
+          "data": ["Permanent (Cheating)", "Temporary (Toxicity)", "Permanent (RMT)", "Temporary (Exploit)"]
+        },
+        {
+          "id": "app-col-count",
+          "component": "Col",
+          "label": "Count",
+          "type": "number",
+          "data": [31, 24, 18, 10]
+        },
+        {
+          "id": "app-col-age",
+          "component": "Col",
+          "label": "Avg Wait",
+          "data": ["4.2 days", "2.1 days", "6.8 days", "1.5 days"]
+        },
+        {
+          "id": "economy-experiments-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["inflation-card", "experiments-card"]
+        },
+        {
+          "id": "inflation-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["inflation-title", "inflation-chart", "inflation-note"]
+        },
+        {
+          "id": "inflation-title",
+          "component": "TextContent",
+          "text": "💎 In-Game Currency Inflation",
+          "size": "small-heavy"
+        },
+        {
+          "id": "inflation-chart",
+          "component": "LineChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6"],
+          "series": ["inflation-series"],
+          "variant": "linear",
+          "yLabel": "Gold in Circulation (millions)"
+        },
+        {
+          "id": "inflation-series",
+          "component": "Series",
+          "category": "Gold Supply",
+          "values": [842, 891, 934, 1012, 1087, 1143]
+        },
+        {
+          "id": "inflation-note",
+          "component": "Callout",
+          "variant": "warning",
+          "title": "Inflation Alert",
+          "description": "Gold supply up 35.7% over 6 weeks. Sink ratio at 0.62 (target: 0.80). Consider adding gold sinks or reducing quest rewards."
+        },
+        {
+          "id": "experiments-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["experiments-title", "exp-a-card", "exp-b-card"]
+        },
+        {
+          "id": "experiments-title",
+          "component": "TextContent",
+          "text": "🧪 A/B Experiment Results",
+          "size": "small-heavy"
+        },
+        {
+          "id": "exp-a-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["exp-a-title", "exp-a-body", "exp-a-verdict"]
+        },
+        {
+          "id": "exp-a-title",
+          "component": "TextContent",
+          "text": "**Experiment A: New Onboarding Flow**",
+          "size": "small"
+        },
+        {
+          "id": "exp-a-body",
+          "component": "TextContent",
+          "text": "Variant B (interactive tutorial) vs Control\n• D1 Retention: **48.2%** vs 41.7% (+6.5pp)\n• D7 Retention: **22.1%** vs 18.4% (+3.7pp)\n• Tutorial completion: **89%** vs 62%\n• Sample: 24,000 users per arm\n• p-value: 0.003 ✅",
+          "size": "small"
+        },
+        {
+          "id": "exp-a-verdict",
+          "component": "Tag",
+          "text": "✅ Significant — Recommend rollout",
+          "variant": "success"
+        },
+        {
+          "id": "exp-b-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["exp-b-title", "exp-b-body", "exp-b-verdict"]
+        },
+        {
+          "id": "exp-b-title",
+          "component": "TextContent",
+          "text": "**Experiment B: Dynamic Pricing on Gem Packs**",
+          "size": "small"
+        },
+        {
+          "id": "exp-b-body",
+          "component": "TextContent",
+          "text": "Variant B (personalized offers) vs Control\n• Conversion rate: **3.8%** vs 3.5% (+0.3pp)\n• ARPPU: **$14.20** vs $15.10 (-$0.90)\n• Net revenue impact: **-2.1%**\n• Sample: 18,500 users per arm\n• p-value: 0.21 ❌",
+          "size": "small"
+        },
+        {
+          "id": "exp-b-verdict",
+          "component": "Tag",
+          "text": "❌ Not significant — Consider stopping",
+          "variant": "danger"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["patchnotes-card", "region-focus-card", "hotfix-card"]
+        },
+        {
+          "id": "patchnotes-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["patchnotes-title", "patchnotes-form"]
+        },
+        {
+          "id": "patchnotes-title",
+          "component": "TextContent",
+          "text": "📝 Draft Patch Notes",
+          "size": "small-heavy"
+        },
+        {
+          "id": "patchnotes-form",
+          "component": "Form",
+          "name": "patch-notes-form",
+          "fields": ["pn-version", "pn-category", "pn-body"],
+          "buttons": "pn-buttons"
+        },
+        {
+          "id": "pn-version",
+          "component": "FormControl",
+          "label": "Version",
+          "input": "pn-version-input",
+          "hint": "e.g. 4.3.2"
+        },
+        {
+          "id": "pn-version-input",
+          "component": "Input",
+          "name": "version",
+          "placeholder": "4.3.2",
+          "type": "text"
+        },
+        {
+          "id": "pn-category",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "pn-category-select"
+        },
+        {
+          "id": "pn-category-select",
+          "component": "Select",
+          "name": "category",
+          "placeholder": "Select category...",
+          "items": ["pn-cat-bugfix", "pn-cat-balance", "pn-cat-feature", "pn-cat-security"]
+        },
+        {
+          "id": "pn-cat-bugfix",
+          "component": "SelectItem",
+          "value": "bugfix",
+          "label": "🐛 Bug Fixes"
+        },
+        {
+          "id": "pn-cat-balance",
+          "component": "SelectItem",
+          "value": "balance",
+          "label": "⚖️ Balance Changes"
+        },
+        {
+          "id": "pn-cat-feature",
+          "component": "SelectItem",
+          "value": "feature",
+          "label": "✨ New Features"
+        },
+        {
+          "id": "pn-cat-security",
+          "component": "SelectItem",
+          "value": "security",
+          "label": "🔒 Security"
+        },
+        {
+          "id": "pn-body",
+          "component": "FormControl",
+          "label": "Notes",
+          "input": "pn-body-textarea",
+          "hint": "Use markdown for formatting"
+        },
+        {
+          "id": "pn-body-textarea",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "- Fixed crash when entering Guild Hall on iOS\n- Adjusted Dragon Slayer damage from 340 → 310\n- Added new Lunar New Year cosmetics...",
+          "rows": 5
+        },
+        {
+          "id": "pn-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["pn-save-btn", "pn-preview-btn"]
+        },
+        {
+          "id": "pn-save-btn",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "id": "pn-preview-btn",
+          "component": "Button",
+          "label": "Preview & Publish",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "region-focus-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["region-focus-title", "region-focus-desc", "region-focus-form"]
+        },
+        {
+          "id": "region-focus-title",
+          "component": "TextContent",
+          "text": "🔍 Focus on Region",
+          "size": "small-heavy"
+        },
+        {
+          "id": "region-focus-desc",
+          "component": "TextContent",
+          "text": "Drill into a specific region for detailed metrics, logs, and player sentiment.",
+          "size": "small"
+        },
+        {
+          "id": "region-focus-form",
+          "component": "Form",
+          "name": "region-focus-form",
+          "fields": ["rf-region-select"],
+          "buttons": "rf-buttons"
+        },
+        {
+          "id": "rf-region-select",
+          "component": "FormControl",
+          "label": "Select Region",
+          "input": "rf-region-dropdown"
+        },
+        {
+          "id": "rf-region-dropdown",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "Choose a region...",
+          "items": ["rf-na-east", "rf-na-west", "rf-eu-west", "rf-eu-central", "rf-apac-tokyo", "rf-apac-sydney", "rf-sa-brazil"]
+        },
+        {
+          "id": "rf-na-east",
+          "component": "SelectItem",
+          "value": "na-east",
+          "label": "🇺🇸 NA-East"
+        },
+        {
+          "id": "rf-na-west",
+          "component": "SelectItem",
+          "value": "na-west",
+          "label": "🇺🇸 NA-West"
+        },
+        {
+          "id": "rf-eu-west",
+          "component": "SelectItem",
+          "value": "eu-west",
+          "label": "🇬🇧 EU-West"
+        },
+        {
+          "id": "rf-eu-central",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "🇩🇪 EU-Central"
+        },
+        {
+          "id": "rf-apac-tokyo",
+          "component": "SelectItem",
+          "value": "apac-tokyo",
+          "label": "🇯🇵 APAC-Tokyo"
+        },
+        {
+          "id": "rf-apac-sydney",
+          "component": "SelectItem",
+          "value": "apac-sydney",
+          "label": "🇦🇺 APAC-Sydney"
+        },
+        {
+          "id": "rf-sa-brazil",
+          "component": "SelectItem",
+          "value": "sa-brazil",
+          "label": "🇧🇷 SA-Brazil"
+        },
+        {
+          "id": "rf-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["rf-go-btn"]
+        },
+        {
+          "id": "rf-go-btn",
+          "component": "Button",
+          "label": "Open Region Dashboard",
+          "variant": "primary",
+          "size": "small"
+        },
+        {
+          "id": "hotfix-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["hotfix-title", "hotfix-desc", "hotfix-alert", "hotfix-dialog"]
+        },
+        {
+          "id": "hotfix-title",
+          "component": "TextContent",
+          "text": "🚀 Ship Hotfix",
+          "size": "small-heavy"
+        },
+        {
+          "id": "hotfix-desc",
+          "component": "TextContent",
+          "text": "Deploy an emergency hotfix to production. Requires lead approval.",
+          "size": "small"
+        },
+        {
+          "id": "hotfix-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "APAC-Sydney is DOWN",
+          "description": "Region unreachable since 14:07 UTC. 0 players connected. Consider emergency hotfix or failover."
+        },
+        {
+          "id": "hotfix-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "🔥 Initiate Hotfix Deploy",
+          "triggerVariant": "destructive",
+          "title": "Confirm Hotfix Deployment",
+          "description": "This will push the selected hotfix build to all production servers. This action is irreversible without a rollback.",
+          "content": ["hf-form"]
+        },
+        {
+          "id": "hf-form",
+          "component": "Form",
+          "name": "hotfix-form",
+          "fields": ["hf-branch", "hf-target", "hf-reason"],
+          "buttons": "hf-buttons"
+        },
+        {
+          "id": "hf-branch",
+          "component": "FormControl",
+          "label": "Hotfix Branch",
+          "input": "hf-branch-input",
+          "hint": "e.g. hotfix/4.3.2-sydney-crash"
+        },
+        {
+          "id": "hf-branch-input",
+          "component": "Input",
+          "name": "branch",
+          "placeholder": "hotfix/4.3.2-sydney-crash",
+          "type": "text"
+        },
+        {
+          "id": "hf-target",
+          "component": "FormControl",
+          "label": "Target Regions",
+          "input": "hf-target-select"
+        },
+        {
+          "id": "hf-target-select",
+          "component": "Select",
+          "name": "target",
+          "placeholder": "Select regions...",
+          "items": ["hf-all", "hf-sydney", "hf-apac"]
+        },
+        {
+          "id": "hf-all",
+          "component": "SelectItem",
+          "value": "all",
+          "label": "🌍 All Regions"
+        },
+        {
+          "id": "hf-sydney",
+          "component": "SelectItem",
+          "value": "sydney",
+          "label": "🇦🇵 APAC-Sydney Only"
+        },
+        {
+          "id": "hf-apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "🌏 All APAC"
+        },
+        {
+          "id": "hf-reason",
+          "component": "FormControl",
+          "label": "Reason / JIRA Ticket",
+          "input": "hf-reason-input"
+        },
+        {
+          "id": "hf-reason-input",
+          "component": "Input",
+          "name": "reason",
+          "placeholder": "OPS-4821: Sydney region crash loop",
+          "type": "text"
+        },
+        {
+          "id": "hf-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["hf-deploy-btn", "hf-cancel-btn"]
+        },
+        {
+          "id": "hf-deploy-btn",
+          "component": "Button",
+          "label": "🚀 Deploy Now",
+          "variant": "primary",
+          "type": "destructive",
+          "size": "medium"
+        },
+        {
+          "id": "hf-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "tertiary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | Players online | Large metric card (142,837) |
+| 2 | DAU / MAU | Metric cards (1.28M / 8.41M) |
+| 3 | Revenue today | Metric card ($387,241) |
+| 4 | Revenue per user | ARPU metric ($0.301) |
+| 5 | Session length (14 days) | Natural line chart |
+| 6 | Best-selling items + units | Table with item, units, revenue |
+| 7 | Server regions & health | Table with status, latency, player count |
+| 8 | Crash rate by version | Grouped bar chart |
+| 9 | Live & upcoming events | Numbered list with status indicators |
+| 10 | Player reports queue | Metric + breakdown table by category |
+| 11 | Ban appeals queue | Metric + breakdown table by ban type |
+| 12 | Currency inflation | Line chart + warning callout with analysis |
+| 13 | Experiment results | Two detailed cards with stats & verdicts |
+| 14 | Draft patch notes | Full form (version, category, notes body) |
+| 15 | Focus on a region | Region selector with drill-down button |
+| 16 | Ship a hotfix | Destructive dialog with branch/target/reason form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..96ff119a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r3.txt
@@ -0,0 +1,721 @@
+Here's a comprehensive Live Ops Command Center dashboard covering all 16 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "live-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "Live Ops Center"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "live-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "alerts-row", "metrics-row", "main-tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🎮 Live Ops Command Center",
+          "subtitle": "Real-time game operations dashboard — Last updated: 2025-01-15 14:32 UTC"
+        },
+        {
+          "id": "alerts-row",
+          "component": "Card",
+          "children": ["alert-reports", "alert-appeals"],
+          "direction": "row",
+          "gap": "m"
+        },
+        {
+          "id": "alert-reports",
+          "component": "Alert",
+          "title": "⚠️ 47 Player Reports Awaiting Review",
+          "description": "12 high-priority (harassment/cheating), 35 standard. Oldest report is 6 hours old. SLA breach risk in 2 hours.",
+          "variant": "warning"
+        },
+        {
+          "id": "alert-appeals",
+          "component": "Alert",
+          "title": "🔓 23 Ban Appeals Awaiting Review",
+          "description": "8 appeals over 48 hours old. 3 flagged by auto-review as likely false positives. Average queue time: 31 hours.",
+          "variant": "info"
+        },
+        {
+          "id": "metrics-row",
+          "component": "Card",
+          "children": ["metric-online", "metric-dau", "metric-mau", "metric-revenue", "metric-arpu"],
+          "direction": "row",
+          "gap": "m",
+          "wrap": true
+        },
+        {
+          "id": "metric-online",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["metric-online-label", "metric-online-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-online-label",
+          "component": "Label",
+          "text": "Players Online Now"
+        },
+        {
+          "id": "metric-online-value",
+          "component": "TextContent",
+          "text": "**142,847**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-dau",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["metric-dau-label", "metric-dau-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-dau-label",
+          "component": "Label",
+          "text": "Daily Active Players"
+        },
+        {
+          "id": "metric-dau-value",
+          "component": "TextContent",
+          "text": "**1,284,503**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-mau",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["metric-mau-label", "metric-mau-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-mau-label",
+          "component": "Label",
+          "text": "Monthly Active Players"
+        },
+        {
+          "id": "metric-mau-value",
+          "component": "TextContent",
+          "text": "**8,432,190**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["metric-revenue-label", "metric-revenue-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-revenue-label",
+          "component": "Label",
+          "text": "Revenue Today"
+        },
+        {
+          "id": "metric-revenue-value",
+          "component": "TextContent",
+          "text": "**$284,392**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "metric-arpu",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["metric-arpu-label", "metric-arpu-value"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "metric-arpu-label",
+          "component": "Label",
+          "text": "Revenue Per User (Today)"
+        },
+        {
+          "id": "metric-arpu-value",
+          "component": "TextContent",
+          "text": "**$0.221**",
+          "size": "large-heavy"
+        },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-performance", "tab-infra", "tab-economy", "tab-events", "tab-experiments", "tab-actions"]
+        },
+        {
+          "id": "tab-performance",
+          "component": "TabItem",
+          "value": "performance",
+          "trigger": "📈 Performance",
+          "content": ["perf-section"]
+        },
+        {
+          "id": "perf-section",
+          "component": "Card",
+          "children": ["session-heading", "session-chart", "perf-separator", "crash-heading", "crash-chart"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "session-heading",
+          "component": "Heading",
+          "text": "Avg Session Length — Past 14 Days",
+          "level": "h3"
+        },
+        {
+          "id": "session-chart",
+          "component": "LineChart",
+          "labels": ["Jan 1", "Jan 2", "Jan 3", "Jan 4", "Jan 5", "Jan 6", "Jan 7", "Jan 8", "Jan 9", "Jan 10", "Jan 11", "Jan 12", "Jan 13", "Jan 14"],
+          "series": ["session-series"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Minutes"
+        },
+        {
+          "id": "session-series",
+          "component": "Series",
+          "category": "Avg Session (min)",
+          "values": [24.3, 25.1, 23.8, 26.4, 28.9, 30.2, 29.7, 25.6, 24.8, 25.3, 26.1, 27.4, 28.8, 27.2]
+        },
+        {
+          "id": "perf-separator",
+          "component": "Separator"
+        },
+        {
+          "id": "crash-heading",
+          "component": "Heading",
+          "text": "Crash Rate by App Version",
+          "level": "h3"
+        },
+        {
+          "id": "crash-chart",
+          "component": "BarChart",
+          "labels": ["v3.2.0", "v3.2.1", "v3.3.0", "v3.3.1", "v3.4.0-beta"],
+          "series": ["crash-series"],
+          "variant": "grouped",
+          "xLabel": "Version",
+          "yLabel": "Crash Rate (%)"
+        },
+        {
+          "id": "crash-series",
+          "component": "Series",
+          "category": "Crash Rate %",
+          "values": [0.12, 0.08, 0.34, 0.15, 1.87]
+        },
+        {
+          "id": "tab-infra",
+          "component": "TabItem",
+          "value": "infrastructure",
+          "trigger": "🖥️ Infrastructure",
+          "content": ["infra-section"]
+        },
+        {
+          "id": "infra-section",
+          "component": "Card",
+          "children": ["server-heading", "server-table", "infra-separator", "region-focus-heading", "region-focus-form"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "server-heading",
+          "component": "Heading",
+          "text": "Server Region Health",
+          "level": "h3"
+        },
+        {
+          "id": "server-table",
+          "component": "Table",
+          "columns": ["col-region", "col-status", "col-latency", "col-players", "col-uptime"]
+        },
+        {
+          "id": "col-region",
+          "component": "Col",
+          "label": "Region",
+          "data": ["NA-East", "NA-West", "EU-West", "EU-Central", "APAC-Tokyo", "APAC-Sydney", "SA-East"],
+          "type": "string"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy", "🟢 Healthy", "🔴 Critical", "🟢 Healthy"],
+          "type": "string"
+        },
+        {
+          "id": "col-latency",
+          "component": "Col",
+          "label": "Avg Latency",
+          "data": ["23ms", "31ms", "89ms", "18ms", "42ms", "312ms", "55ms"],
+          "type": "string"
+        },
+        {
+          "id": "col-players",
+          "component": "Col",
+          "label": "Players",
+          "data": ["38,241", "29,105", "31,482", "18,923", "14,206", "3,891", "6,999"],
+          "type": "string"
+        },
+        {
+          "id": "col-uptime",
+          "component": "Col",
+          "label": "Uptime (30d)",
+          "data": ["99.98%", "99.97%", "99.82%", "99.99%", "99.95%", "97.41%", "99.96%"],
+          "type": "string"
+        },
+        {
+          "id": "infra-separator",
+          "component": "Separator"
+        },
+        {
+          "id": "region-focus-heading",
+          "component": "Heading",
+          "text": "🔍 Focus on Region",
+          "level": "h3"
+        },
+        {
+          "id": "region-focus-form",
+          "component": "Form",
+          "name": "region-focus",
+          "fields": ["region-select-control"],
+          "buttons": "region-focus-buttons"
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "Select Region to Investigate",
+          "input": "region-select",
+          "hint": "Opens detailed diagnostics, logs, and player impact analysis for the selected region."
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "Choose a region…",
+          "items": ["region-opt-1", "region-opt-2", "region-opt-3", "region-opt-4", "region-opt-5", "region-opt-6", "region-opt-7"]
+        },
+        {
+          "id": "region-opt-1",
+          "component": "SelectItem",
+          "value": "na-east",
+          "label": "NA-East"
+        },
+        {
+          "id": "region-opt-2",
+          "component": "SelectItem",
+          "value": "na-west",
+          "label": "NA-West"
+        },
+        {
+          "id": "region-opt-3",
+          "component": "SelectItem",
+          "value": "eu-west",
+          "label": "EU-West (Degraded)"
+        },
+        {
+          "id": "region-opt-4",
+          "component": "SelectItem",
+          "value": "eu-central",
+          "label": "EU-Central"
+        },
+        {
+          "id": "region-opt-5",
+          "component": "SelectItem",
+          "value": "apac-tokyo",
+          "label": "APAC-Tokyo"
+        },
+        {
+          "id": "region-opt-6",
+          "component": "SelectItem",
+          "value": "apac-sydney",
+          "label": "APAC-Sydney (Critical)"
+        },
+        {
+          "id": "region-opt-7",
+          "component": "SelectItem",
+          "value": "sa-east",
+          "label": "SA-East"
+        },
+        {
+          "id": "region-focus-buttons",
+          "component": "Buttons",
+          "buttons": ["region-focus-btn"]
+        },
+        {
+          "id": "region-focus-btn",
+          "component": "Button",
+          "label": "Open Region Diagnostics",
+          "variant": "primary"
+        },
+        {
+          "id": "tab-economy",
+          "component": "TabItem",
+          "value": "economy",
+          "trigger": "💰 Economy",
+          "content": ["economy-section"]
+        },
+        {
+          "id": "economy-section",
+          "component": "Card",
+          "children": ["bestsellers-heading", "bestsellers-table", "econ-separator", "inflation-heading", "inflation-chart", "inflation-note"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "bestsellers-heading",
+          "component": "Heading",
+          "text": "Best-Selling Items (Today)",
+          "level": "h3"
+        },
+        {
+          "id": "bestsellers-table",
+          "component": "Table",
+          "columns": ["col-item-rank", "col-item-name", "col-item-category", "col-item-units", "col-item-revenue"]
+        },
+        {
+          "id": "col-item-rank",
+          "component": "Col",
+          "label": "#",
+          "data": ["1", "2", "3", "4", "5", "6", "7", "8"],
+          "type": "number"
+        },
+        {
+          "id": "col-item-name",
+          "component": "Col",
+          "label": "Item",
+          "data": ["Dragonfire Sword Skin", "5000 Gem Pack", "Battle Pass Premium", "Phoenix Mount", "Lucky Loot Crate x10", "VIP Status (30d)", "Starter Bundle", "Cosmetic Chest Key"],
+          "type": "string"
+        },
+        {
+          "id": "col-item-category",
+          "component": "Col",
+          "label": "Category",
+          "data": ["Cosmetic", "Currency", "Season", "Cosmetic", "Loot Box", "Subscription", "Bundle", "Key"],
+          "type": "string"
+        },
+        {
+          "id": "col-item-units",
+          "component": "Col",
+          "label": "Units Sold",
+          "data": ["12,847", "9,231", "8,104", "6,592", "5,847", "4,219", "3,981", "3,456"],
+          "type": "number"
+        },
+        {
+          "id": "col-item-revenue",
+          "component": "Col",
+          "label": "Revenue",
+          "data": ["$64,235", "$46,155", "$81,040", "$52,736", "$29,235", "$42,190", "$19,905", "$17,280"],
+          "type": "string"
+        },
+        {
+          "id": "econ-separator",
+          "component": "Separator"
+        },
+        {
+          "id": "inflation-heading",
+          "component": "Heading",
+          "text": "In-Game Currency Inflation",
+          "level": "h3"
+        },
+        {
+          "id": "inflation-chart",
+          "component": "LineChart",
+          "labels": ["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"],
+          "series": ["inflation-series"],
+          "variant": "natural",
+          "xLabel": "Week",
+          "yLabel": "Gold in Circulation (millions)"
+        },
+        {
+          "id": "inflation-series",
+          "component": "Series",
+          "category": "Gold Supply (M)",
+          "values": [842, 891, 953, 1024, 1089, 1147, 1203, 1287]
+        },
+        {
+          "id": "inflation-note",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Inflation Alert: +52.8% over 8 weeks",
+          "description": "Gold supply is growing faster than sink consumption. Recommended: increase raid entry fees by 15% or add a new gold sink event. At current rate, economy rebalance needed within 3 weeks."
+        },
+        {
+          "id": "tab-events",
+          "component": "TabItem",
+          "value": "events",
+          "trigger": "🎉 Events",
+          "content": ["events-section"]
+        },
+        {
+          "id": "events-section",
+          "component": "Card",
+          "children": ["events-heading", "events-list"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "events-heading",
+          "component": "Heading",
+          "text": "Live & Upcoming Events",
+          "level": "h3"
+        },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["event-1", "event-2", "event-3", "event-4", "event-5"]
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "🔥 Dragon's Hoard (LIVE)",
+          "subtitle": "Ends in 2d 14h • 847K participants • Revenue boost: +23%",
+          "actionLabel": "Manage"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "⚔️ Guild Wars Season 4 (LIVE)",
+          "subtitle": "Ends in 5d 3h • 312K participants • Engagement: +18%",
+          "actionLabel": "Manage"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "🌙 Lunar New Year Festival (Upcoming)",
+          "subtitle": "Starts Jan 28 • Duration: 14 days • QA: 92% complete",
+          "actionLabel": "Preview"
+        },
+        {
+          "id": "event-4",
+          "component": "ListItem",
+          "title": "💎 Double Gems Weekend (Upcoming)",
+          "subtitle": "Starts Jan 20 • Duration: 3 days • Config: Ready",
+          "actionLabel": "Preview"
+        },
+        {
+          "id": "event-5",
+          "component": "ListItem",
+          "title": "🏆 Ranked Reset Season 5 (Upcoming)",
+          "subtitle": "Starts Feb 1 • Duration: Instant • Rewards configured",
+          "actionLabel": "Preview"
+        },
+        {
+          "id": "tab-experiments",
+          "component": "TabItem",
+          "value": "experiments",
+          "trigger": "🧪 Experiments",
+          "content": ["experiments-section"]
+        },
+        {
+          "id": "experiments-section",
+          "component": "Card",
+          "children": ["exp-heading", "exp-a-card", "exp-b-card"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "exp-heading",
+          "component": "Heading",
+          "text": "Running A/B Experiments",
+          "level": "h3"
+        },
+        {
+          "id": "exp-a-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["exp-a-header", "exp-a-details", "exp-a-result"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "exp-a-header",
+          "component": "Heading",
+          "text": "Experiment A: New Onboarding Flow",
+          "level": "h4"
+        },
+        {
+          "id": "exp-a-details",
+          "component": "TextContent",
+          "text": "**Hypothesis:** Simplified onboarding (3 steps vs 7) improves D1 retention.\n\n| Metric | Control | Variant | Δ |\n|--------|---------|---------|---|\n| D1 Retention | 42.1% | 48.7% | **+6.6pp** |\n| D7 Retention | 18.3% | 21.2% | +2.9pp |\n| Tutorial Completion | 71% | 94% | +23pp |\n| Time to First Purchase | 4.2 days | 3.1 days | -1.1 days |\n\n**Sample:** 50K per arm • **Duration:** 12/14 days • **Confidence:** 97.3%"
+        },
+        {
+          "id": "exp-a-result",
+          "component": "TextCallout",
+          "variant": "success",
+          "title": "Recommendation: Ship Variant",
+          "description": "Statistically significant improvement across all key metrics. No negative impact on monetization. Recommend full rollout."
+        },
+        {
+          "id": "exp-b-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["exp-b-header", "exp-b-details", "exp-b-result"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "exp-b-header",
+          "component": "Heading",
+          "text": "Experiment B: Dynamic Pricing for Gem Packs",
+          "level": "h4"
+        },
+        {
+          "id": "exp-b-details",
+          "component": "TextContent",
+          "text": "**Hypothesis:** Personalized gem pack pricing increases conversion without reducing ARPPU.\n\n| Metric | Control | Variant | Δ |\n|--------|---------|---------|---|\n| Purchase Conversion | 3.2% | 4.1% | **+0.9pp** |\n| ARPPU | $12.40 | $11.80 | -4.8% |\n| Revenue/User | $0.397 | $0.484 | **+21.9%** |\n| Refund Rate | 1.2% | 1.8% | +0.6pp |\n\n**Sample:** 80K per arm • **Duration:** 9/14 days • **Confidence:** 91.2%"
+        },
+        {
+          "id": "exp-b-result",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "Recommendation: Continue Monitoring",
+          "description": "Revenue lift is promising but refund rate increase needs watching. Wait for full 14-day window before decision. Check segment breakdown for whale impact."
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "🚀 Actions",
+          "content": ["actions-section"]
+        },
+        {
+          "id": "actions-section",
+          "component": "Card",
+          "children": ["patch-heading", "patch-form", "actions-separator", "hotfix-heading", "hotfix-description", "hotfix-dialog"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "patch-heading",
+          "component": "Heading",
+          "text": "📝 Draft Patch Notes",
+          "level": "h3"
+        },
+        {
+          "id": "patch-form",
+          "component": "Form",
+          "name": "patch-notes",
+          "fields": ["patch-version-control", "patch-notes-control"],
+          "buttons": "patch-buttons"
+        },
+        {
+          "id": "patch-version-control",
+          "component": "FormControl",
+          "label": "Version",
+          "input": "patch-version-input",
+          "hint": "Semantic version for this patch"
+        },
+        {
+          "id": "patch-version-input",
+          "component": "Input",
+          "name": "version",
+          "placeholder": "e.g., v3.4.1",
+          "type": "text"
+        },
+        {
+          "id": "patch-notes-control",
+          "component": "FormControl",
+          "label": "Patch Notes (Markdown supported)",
+          "input": "patch-notes-textarea",
+          "hint": "Use markdown formatting. Sections: Bug Fixes, Balance Changes, New Features, Known Issues."
+        },
+        {
+          "id": "patch-notes-textarea",
+          "component": "TextArea",
+          "name": "patch_notes",
+          "placeholder": "## Bug Fixes\n- Fixed crash when entering Guild Hall on APAC-Sydney\n- Resolved duplicate loot drop in Dragon's Hoard event\n\n## Balance Changes\n- Reduced Dragonfire Sword damage by 8%\n\n## Known Issues\n- Phoenix Mount clipping through terrain on low-end devices",
+          "rows": 8
+        },
+        {
+          "id": "patch-buttons",
+          "component": "Buttons",
+          "buttons": ["patch-save-btn", "patch-preview-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "patch-save-btn",
+          "component": "Button",
+          "label": "Save Draft",
+          "variant": "secondary"
+        },
+        {
+          "id": "patch-preview-btn",
+          "component": "Button",
+          "label": "Preview & Submit for Review",
+          "variant": "primary"
+        },
+        {
+          "id": "actions-separator",
+          "component": "Separator"
+        },
+        {
+          "id": "hotfix-heading",
+          "component": "Heading",
+          "text": "🔥 Ship Hotfix",
+          "level": "h3"
+        },
+        {
+          "id": "hotfix-description",
+          "component": "TextContent",
+          "text": "Deploy an emergency hotfix to production. This will trigger the CI/CD pipeline, run smoke tests, and roll out to all regions with progressive deployment (10% → 50% → 100%).",
+          "size": "small"
+        },
+        {
+          "id": "hotfix-dialog",
+          "component": "AlertDialogBlock",
+          "triggerLabel": "🚨 Initiate Hotfix Deployment",
+          "triggerVariant": "destructive",
+          "title": "Confirm Hotfix Deployment",
+          "description": "You are about to deploy a hotfix to production. This action will:\n\n1. Build from the hotfix branch\n2. Run automated smoke tests (~4 min)\n3. Progressive rollout: 10% → 50% → 100%\n4. Notify on-call team and update status page\n\nCurrent target: v3.3.1-hotfix.1\nEstimated total time: 18 minutes\n\nAre you sure you want to proceed?",
+          "confirmLabel": "Deploy Hotfix",
+          "cancelLabel": "Cancel"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Players online now | Key metrics row (142,847) |
+| 2 | DAU & MAU | Key metrics row |
+| 3 | Revenue today | Key metrics row ($284,392) |
+| 4 | Revenue per user | Key metrics row ($0.221) |
+| 5 | Session length (14 days) | 📈 Performance tab — line chart |
+| 6 | Best-selling items + units | 💰 Economy tab — table with 8 items |
+| 7 | Server region health | 🖥️ Infrastructure tab — table with 7 regions |
+| 8 | Crash rate by version | 📈 Performance tab — bar chart |
+| 9 | Live & upcoming events | 🎉 Events tab — 2 live, 3 upcoming |
+| 10 | Player reports queue | Warning alert at top (47 pending) |
+| 11 | Ban appeals queue | Info alert at top (23 pending) |
+| 12 | Currency inflation | 💰 Economy tab — trend chart + alert |
+| 13 | Two experiment results | 🧪 Experiments tab — full data tables |
+| 14 | Draft patch notes | 🚀 Actions tab — form with textarea |
+| 15 | Focus on one region | 🖥️ Infrastructure tab — region selector |
+| 16 | Ship a hotfix | 🚀 Actions tab — destructive confirm dialog |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..b582490d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-game__r4.txt
@@ -0,0 +1,142 @@
+
+
+Here's a full live-ops command center for the studio — all 16 requirements on one surface, with mock data that cross-references (the v2.9.1 crash spike flows through the alerts, crash chart, and hotfix panel).
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "liveops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": { "primaryColor": "#6366F1", "agentDisplayName": "LiveOps Console" },
+      "sendDataModel": false
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "liveops-room",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": ["header-card", "kpi-row", "charts-row", "economy-row", "regions-card", "experiments-row", "moderation-row", "actions-row"] },
+
+        { "id": "header-card", "component": "Card", "direction": "column", "gap": "s", "children": ["header-title", "header-sub", "header-alert"] },
+        { "id": "header-title", "component": "TextContent", "size": "large-heavy", "text": "Live-Ops Room — Starfall Legends" },
+        { "id": "header-sub", "component": "TextContent", "size": "small", "text": "Wednesday, June 12 · 18:42 UTC · Season 9, week 3 · Data freshness: 15s" },
+        { "id": "header-alert", "component": "Alert", "variant": "destructive", "title": "Crash spike on v2.9.1", "description": "Crash rate 2.4% (baseline 0.6%), concentrated in matchmaking. Recommended: ship hotfix via the panel at the bottom of this screen." },
+
+        { "id": "kpi-row", "component": "Card", "direction": "row", "gap": "m", "align": "stretch", "children": ["kpi-online", "kpi-dau", "kpi-mau", "kpi-rev", "kpi-arpu"] },
+        { "id": "kpi-online", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-online-l", "kpi-online-v", "kpi-online-t"] },
+        { "id": "kpi-online-l", "component": "TextContent", "size": "small", "text": "PLAYERS ONLINE NOW" },
+        { "id": "kpi-online-v", "component": "TextContent", "size": "large-heavy", "text": "316,823" },
+        { "id": "kpi-online-t", "component": "Tag", "variant": "success", "size": "sm", "text": "LIVE · peak today 341,207" },
+        { "id": "kpi-dau", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-dau-l", "kpi-dau-v", "kpi-dau-t"] },
+        { "id": "kpi-dau-l", "component": "TextContent", "size": "small", "text": "DAILY ACTIVE PLAYERS" },
+        { "id": "kpi-dau-v", "component": "TextContent", "size": "large-heavy", "text": "1.84M" },
+        { "id": "kpi-dau-t", "component": "Tag", "variant": "success", "size": "sm", "text": "+5.2% vs yesterday" },
+        { "id": "kpi-mau", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-mau-l", "kpi-mau-v", "kpi-mau-t"] },
+        { "id": "kpi-mau-l", "component": "TextContent", "size": "small", "text": "MONTHLY ACTIVE PLAYERS" },
+        { "id": "kpi-mau-v", "component": "TextContent", "size": "large-heavy", "text": "12.6M" },
+        { "id": "kpi-mau-t", "component": "Tag", "variant": "success", "size": "sm", "text": "+2.1% MoM" },
+        { "id": "kpi-rev", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-rev-l", "kpi-rev-v", "kpi-rev-t"] },
+        { "id": "kpi-rev-l", "component": "TextContent", "size": "small", "text": "REVENUE TODAY" },
+        { "id": "kpi-rev-v", "component": "TextContent", "size": "large-heavy", "text": "$482.9K" },
+        { "id": "kpi-rev-t", "component": "Tag", "variant": "success", "size": "sm", "text": "+11.4% vs 7-day avg" },
+        { "id": "kpi-arpu", "component": "Card", "weight": 1, "direction": "column", "gap": "xs", "children": ["kpi-arpu-l", "kpi-arpu-v", "kpi-arpu-t"] },
+        { "id": "kpi-arpu-l", "component": "TextContent", "size": "small", "text": "REVENUE PER ACTIVE USER" },
+        { "id": "kpi-arpu-v", "component": "TextContent", "size": "large-heavy", "text": "$0.26" },
+        { "id": "kpi-arpu-t", "component": "Tag", "variant": "success", "size": "sm", "text": "+5.9% vs yesterday" },
+
+        { "id": "charts-row", "component": "Card", "direction": "row", "gap": "m", "align": "stretch", "children": ["session-card", "crash-card"] },
+        { "id": "session-card", "component": "Card", "weight": 1.6, "direction": "column", "gap": "s", "children": ["session-title", "session-chart", "session-note"] },
+        { "id": "session-title", "component": "TextContent", "size": "small-heavy", "text": "SESSION LENGTH — PAST 14 DAYS (MIN)" },
+        { "id": "session-chart", "component": "AreaChart", "variant": "natural", "yLabel": "minutes", "labels": ["May 30", "May 31", "Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12"], "series": ["session-series"] },
+        { "id": "session-series", "component": "Series", "category": "Avg session (min)", "values": [43.5, 47.8, 49.2, 42.1, 40.6, 41.0, 42.4, 46.9, 48.3, 42.0, 41.2, 43.1, 44.6, 45.2] },
+        { "id": "session-note", "component": "TextContent", "size": "small", "text": "14-day average: 44.1 min · Dragonfall Festival grew weekend sessions ~18%." },
+        { "id": "crash-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["crash-title", "crash-chart", "crash-note"] },
+        { "id": "crash-title", "component": "TextContent", "size": "small-heavy", "text": "CRASH RATE BY APP VERSION" },
+        { "id": "crash-chart", "component": "HorizontalBarChart", "xLabel": "% of sessions crashed", "labels": ["v2.9.1", "v2.9.0", "v2.8.4", "v2.8.3", "v2.7.9"], "series": ["crash-series"] },
+        { "id": "crash-series", "component": "Series", "category": "Crash rate %", "values": [2.4, 0.8, 0.5, 0.6, 1.1] },
+        { "id": "crash-note", "component": "TextCallout", "variant": "warning", "title": "v2.9.1 flagged", "description": "2.4% vs 0.6% fleet baseline. Cause: matchmaking null-ref after queue join." },
+
+        { "id": "economy-row", "component": "Card", "direction": "row", "gap": "m", "align": "stretch", "children": ["shop-card", "inflation-card"] },
+        { "id": "shop-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["shop-title", "shop-table"] },
+        { "id": "shop-title", "component": "TextContent", "size": "small-heavy", "text": "BEST-SELLING ITEMS · TODAY" },
+        { "id": "shop-table", "component": "Table", "columns": ["shop-col-item", "shop-col-units", "shop-col-rev"] },
+        { "id": "shop-col-item", "component": "Col", "type": "string", "label": "Item", "data": ["Dragonfire Blade (skin)", "Legendary Loot Crate", "Battle Pass S9", "Starter Power Bundle", "XP Booster ×10"] },
+        { "id": "shop-col-units", "component": "Col", "type": "number", "label": "Units sold", "data": [14280, 11942, 9367, 6815, 5406] },
+        { "id": "shop-col-rev", "component": "Col", "type": "string", "label": "Revenue", "data": ["$128,520", "$71,652", "$93,670", "$47,705", "$21,624"] },
+        { "id": "inflation-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["inflation-title", "inflation-chart", "inflation-note"] },
+        { "id": "inflation-title", "component": "TextContent", "size": "small-heavy", "text": "CURRENCY INFLATION · GOLD SUPPLY INDEX" },
+        { "id": "inflation-chart", "component": "LineChart", "variant": "linear", "yLabel": "index (30d = 100)", "labels": ["May 30", "May 31", "Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12"], "series": ["inflation-series"] },
+        { "id": "inflation-series", "component": "Series", "category": "Supply index", "values": [100, 100.9, 101.7, 102.6, 103.3, 104.1, 105.2, 106.0, 106.9, 108.1, 109.2, 110.3, 111.4, 112.6] },
+        { "id": "inflation-note", "component": "TextCallout", "variant": "warning", "title": "Supply +12.6% over 30 days", "description": "Faucet/sink ratio 1.18 — Dragonfall rewards minting faster than sinks consume. Consider an auction-house tax or cosmetic gold sink." },
+
+        { "id": "regions-card", "component": "Card", "direction": "column", "gap": "m", "children": ["regions-header", "region-tiles", "regions-focus-note"] },
+        { "id": "regions-header", "component": "CardHeader", "title": "Server regions & health", "subtitle": "Tap Focus on any region to drill into its metrics, deploys and alerts for the rest of this session." },
+        { "id": "region-tiles", "component": "Card", "direction": "row", "gap": "s", "align": "stretch", "children": ["tile-nae", "tile-naw", "tile-euc", "tile-apac", "tile-sae"] },
+        { "id": "tile-nae", "component": "Card", "variant": "sunk", "weight": 1, "direction": "column", "gap": "xs", "children": ["tile-nae-name", "tile-nae-status", "tile-nae-meta", "tile-nae-btn"] },
+        { "id": "tile-nae-name", "component": "TextContent", "size": "small-heavy", "text": "NA-EAST" },
+        { "id": "tile-nae-status", "component": "Tag", "variant": "success", "size": "sm", "text": "Healthy" },
+        { "id": "tile-nae-meta", "component": "TextContent", "size": "small", "text": "96,412 players · p50 24 ms" },
+        { "id": "tile-nae-btn", "component": "Button", "size": "extra-small", "variant": "secondary", "label": "Focus", "action": [{ "type": "focusRegion", "region": "na-east" }] },
+        { "id": "tile-naw", "component": "Card", "variant": "sunk", "weight": 1, "direction": "column", "gap": "xs", "children": ["tile-naw-name", "tile-naw-status", "tile-naw-meta", "tile-naw-btn"] },
+        { "id": "tile-naw-name", "component": "TextContent", "size": "small-heavy", "text": "NA-WEST" },
+        { "id": "tile-naw-status", "component": "Tag", "variant": "success", "size": "sm", "text": "Healthy" },
+        { "id": "tile-naw-meta", "component": "TextContent", "size": "small", "text": "58,102 players · p50 31 ms" },
+        { "id": "tile-naw-btn", "component": "Button", "size": "extra-small", "variant": "secondary", "label": "Focus", "action": [{ "type": "focusRegion", "region": "na-west" }] },
+        { "id": "tile-euc", "component": "Card", "variant": "sunk", "weight": 1, "direction": "column", "gap": "xs", "children": ["tile-euc-name", "tile-euc-status", "tile-euc-meta", "tile-euc-btn"] },
+        { "id": "tile-euc-name", "component": "TextContent", "size": "small-heavy", "text": "EU-CENTRAL" },
+        { "id": "tile-euc-status", "component": "Tag", "variant": "warning", "size": "sm", "text": "Degraded" },
+        { "id": "tile-euc-meta", "component": "TextContent", "size": "small", "text": "81,204 players · p50 142 ms · login queue 1.2k" },
+        { "id": "tile-euc-btn", "component": "Button", "size": "extra-small", "variant": "secondary", "label": "Focus", "action": [{ "type": "focusRegion", "region": "eu-central" }] },
+        { "id": "tile-apac", "component": "Card", "variant": "sunk", "weight": 1, "direction": "column", "gap": "xs", "children": ["tile-apac-name", "tile-apac-status", "tile-apac-meta", "tile-apac-btn"] },
+        { "id": "tile-apac-name", "component": "TextContent", "size": "small-heavy", "text": "AP-TOKYO" },
+        { "id": "tile-apac-status", "component": "Tag", "variant": "success", "size": "sm", "text": "Healthy" },
+        { "id": "tile-apac-meta", "component": "TextContent", "size": "small", "text": "64,788 players · p50 48 ms" },
+        { "id": "tile-apac-btn", "component": "Button", "size": "extra-small", "variant": "secondary", "label": "Focus", "action": [{ "type": "focusRegion", "region": "ap-tokyo" }] },
+        { "id": "tile-sae", "component": "Card", "variant": "sunk", "weight": 1, "direction": "column", "gap": "xs", "children": ["tile-sae-name", "tile-sae-status", "tile-sae-meta", "tile-sae-btn"] },
+        { "id": "tile-sae-name", "component": "TextContent", "size": "small-heavy", "text": "SA-EAST" },
+        { "id": "tile-sae-status", "component": "Tag", "variant": "danger", "size": "sm", "text": "Incident" },
+        { "id": "tile-sae-meta", "component": "TextContent", "size": "small", "text": "16,317 players · 291 ms · 4% packet loss" },
+        { "id": "tile-sae-btn", "component": "Button", "size": "extra-small", "variant": "secondary", "label": "Focus", "action": [{ "type": "focusRegion", "region": "sa-east" }] },
+        { "id": "regions-focus-note", "component": "TextContent", "size": "small", "text": "Currently focused: All regions · Focus filters events, reports and hotfix targeting to one region until cleared." },
+
+        { "id": "experiments-row", "component": "Card", "direction": "row", "gap": "m", "align": "stretch", "children": ["exp-a-card", "exp-b-card"] },
+        { "id": "exp-a-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["exp-a-title", "exp-a-tags", "exp-a-chart", "exp-a-note", "exp-a-buttons"] },
+        { "id": "exp-a-title", "component": "TextContent", "size": "small-heavy", "text": "EXPERIMENT A · SHOP WINDOW: DOUBLE-XP MESSAGING" },
+        { "id": "exp-a-tags", "component": "TagBlock", "tags": ["Running · day 4 of 7", "50/50 split", "n = 412k users"] },
+        { "id": "exp-a-chart", "component": "HorizontalBarChart", "xLabel": "purchase conversion %", "labels": ["Control", "Variant B"], "series": ["exp-a-series"] },
+        { "id": "exp-a-series", "component": "Series", "category": "Conversion %", "values": [3.2, 3.9] },
+        { "id": "exp-a-note", "component": "TextCallout", "variant": "success", "title": "Variant B is winning", "description": "+21.9% relative conversion (3.9% vs 3.2%, p = 0.02); ARPDAU +4.1%, no refund-rate change. Recommemded: ship Variant B." },
+        { "id": "exp-a-buttons", "component": "Buttons", "buttons": ["exp-a-promote", "exp-a-hold"] },
+        { "id": "exp-a-promote", "component": "Button", "variant": "primary", "label": "Promote Variant B", "action": [{ "type": "promoteVariant", "experiment": "exp-double-xp-messaging", "variant": "B" }] },
+        { "id": "exp-a-hold", "component": "Button", "variant": "tertiary", "label": "Keep running", "action": [{ "type": "holdExperiment", "experiment": "exp-double-xp-messaging" }] },
+        { "id": "exp-b-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["exp-b-title", "exp-b-tags", "exp-b-chart", "exp-b-note", "exp-b-buttons"] },
+        { "id": "exp-b-title", "component": "TextContent", "size": "small-heavy", "text": "EXPERIMENT B · BATTLE PASS: PRICE $9.99 → $12.99" },
+        { "id": "exp-b-tags", "component": "TagBlock", "tags": ["Running · day 2 of 7", "80/20 split", "n = 198k users"] },
+        { "id": "exp-b-chart", "component": "HorizontalBarChart", "xLabel": "buy rate %", "labels": ["Control ($9.99)", "Variant ($12.99)"], "series": ["exp-b-series"] },
+        { "id": "exp-b-series", "component": "Series", "category": "Buy rate %", "values": [5.1, 5.4] },
+        { "id": "exp-b-note", "component": "TextCallout", "variant": "info", "title": "Not significant yet", "description": "+0.3pp buy rate (p = 0.31). Sample needs ~410k users; keep running to Jun 20 before any decision." },
+        { "id": "exp-b-buttons", "component": "Buttons", "buttons": ["exp-b-hold", "exp-b-end"] },
+        { "id": "exp-b-hold", "component": "Button", "variant": "secondary", "label": "Keep running", "action": [{ "type": "holdExperiment", "experiment": "exp-bp-price" }] },
+        { "id": "exp-b-end", "component": "Button", "variant": "tertiary", "label": "End early", "action": [{ "type": "endExperiment", "experiment": "exp-bp-price" }] },
+
+        { "id": "moderation-row", "component": "Card", "direction": "row", "gap": "m", "align": "stretch", "children": ["reports-card", "appeals-card"] },
+        { "id": "reports-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["reports-header", "reports-list", "reports-dialog"] },
+        { "id": "reports-header", "component": "CardHeader", "title": "Player reports awaiting review", "subtitle": "128 open · oldest 3h 12m · 9 critical" },
+        { "id": "reports-list", "component": "ListBlock", "variant": "number", "items": ["report-1", "report-2", "report-3"] },
+        { "id": "report-1", "component": "ListItem", "title": "Cheating — aimbot in Ranked Arena", "subtitle": "Target: Vex1l · 14 reports today · severity: high", "actionLabel": "Review" },
+        { "id": "report-2", "component": "ListItem", "title": "Exploit — gold duplication glitch", "subtitle": "Target: MossTrader · 9 reports · severity: critical", "actionLabel": "Review" },
+        { "id": "report-3", "component": "ListItem", "title": "Harassment — voice chat abuse", "subtitle": "Target: KiloWattzz · 6 reports · severity: medium", "actionLabel": "Review" },
+        { "id": "reports-dialog", "component": "DialogBlock", "triggerLabel": "Open full review queue", "title": "Report review queue", "description": "128 open reports, sorted by severity then age. Actions: dismiss, warn, suspend, escalate to Trust & Safety.", "content": ["reports-queue-table"] },
+        { "id": "reports-queue-table", "component": "Table", "columns": ["rq-id", "rq-cat", "rq-target", "rq-count", "rq-age"] },
+        { "id": "rq-id", "component": "Col", "type": "string", "label": "ID", "data": ["R-8841", "R-8836", "R-8829", "R-8817"] },
+        { "id": "rq-cat", "component": "Col", "type": "string", "label": "Category", "data": ["Cheating", "Gold exploit", "Harassment", "Offensive name"] },
+        { "id": "rq-target", "component": "Col", "type": "string", "label": "Target", "data": ["Vex1l", "MossTrader", "KiloWattzz", "xXSlayerXx"] },
+        { "id": "rq-count", "component": "Col", "type": "number", "label": "Reports", "data": [14, 9, 6, 4] },
+        { "id": "rq-age", "component": "Col", "type": "string", "label": "Age", "data": ["22m", "37m", "1h 04m", "2h 10m"] },
+        { "id": "appeals-card", "component": "Card", "weight": 1, "direction": "column", "gap": "s", "children": ["appeals-header", "appeals-list", "appeals-dialog"] },
+        { "id": "appeals-header", "component": "CardHeader", "title": "Ban appeals awaiting review", "subtitle": "43 open · 6 past 24h SLA · avg handling 18h" },
+        { "id": "appeals-list", "component": "ListBlock", "variant": "number", "items": ["appeal-1", "appeal-2", "appeal-3"] },
+        { "id": "appeal-1", "component": "ListItem", "title": "ShadowStrike99 — cheating (permanent)",
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..ae76ad425
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r1.txt
@@ -0,0 +1,835 @@
+Here's a comprehensive factory floor supervisor console covering all 17 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-supervisor-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B5E20",
+        "agentDisplayName": "Factory Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-supervisor-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "console-title",
+            "andon-section",
+            "kpi-row",
+            "production-lines-section",
+            "defect-section",
+            "downtime-section",
+            "maintenance-due-section",
+            "stock-section",
+            "deliveries-section",
+            "shift-section",
+            "safety-section",
+            "quality-hold-section",
+            "energy-section",
+            "work-orders-section",
+            "schedule-maintenance-section",
+            "line-focus-section",
+            "export-section"
+          ]
+        },
+        {
+          "id": "console-title",
+          "component": "Heading",
+          "text": "🏭 Factory Floor Supervisor Console",
+          "level": "h1"
+        },
+        {
+          "id": "andon-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["andon-header", "andon-alert-1", "andon-alert-2", "andon-alert-3"]
+        },
+        {
+          "id": "andon-header",
+          "component": "Heading",
+          "text": "🚨 Live Andon Alerts",
+          "level": "h3"
+        },
+        {
+          "id": "andon-alert-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "Line 3 — Conveyor Jam",
+          "description": "Conveyor belt jam detected at station 3B. Operator response required. Duration: 4 min."
+        },
+        {
+          "id": "andon-alert-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "Line 1 — Temperature Deviation",
+          "description": "Oven zone 2 temperature 12°C above setpoint. Auto-correction in progress."
+        },
+        {
+          "id": "andon-alert-3",
+          "component": "Alert",
+          "variant": "info",
+          "title": "Line 5 — Material Changeover",
+          "description": "Changeover from resin type A to type B in progress. ETA: 8 min."
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["oee-card", "units-card", "energy-card-inline"]
+        },
+        {
+          "id": "oee-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["oee-label", "oee-progress", "oee-detail"]
+        },
+        {
+          "id": "oee-label",
+          "component": "Heading",
+          "text": "Overall Equipment Effectiveness",
+          "level": "h4"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 78.4,
+          "label": "OEE: 78.4%"
+        },
+        {
+          "id": "oee-detail",
+          "component": "TextContent",
+          "text": "Availability: 89.2% × Performance: 93.1% × Quality: 94.5%",
+          "size": "small"
+        },
+        {
+          "id": "units-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["units-label", "units-progress", "units-detail"]
+        },
+        {
+          "id": "units-label",
+          "component": "Heading",
+          "text": "Units Produced vs Target",
+          "level": "h4"
+        },
+        {
+          "id": "units-progress",
+          "component": "Progress",
+          "value": 72.6,
+          "label": "10,890 / 15,000 units"
+        },
+        {
+          "id": "units-detail",
+          "component": "TextContent",
+          "text": "Pace: 1,361 units/hr | On track to finish by 14:45",
+          "size": "small"
+        },
+        {
+          "id": "energy-card-inline",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": ["energy-label", "energy-progress", "energy-detail"]
+        },
+        {
+          "id": "energy-label",
+          "component": "Heading",
+          "text": "Energy Use Today",
+          "level": "h4"
+        },
+        {
+          "id": "energy-progress",
+          "component": "Progress",
+          "value": 63.2,
+          "label": "4,740 kWh / 7,500 kWh budget"
+        },
+        {
+          "id": "energy-detail",
+          "component": "TextContent",
+          "text": "Peak demand: 820 kW at 09:15 | 0.44 kWh/unit",
+          "size": "small"
+        },
+        {
+          "id": "production-lines-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["lines-header", "lines-table"]
+        },
+        {
+          "id": "lines-header",
+          "component": "Heading",
+          "text": "Production Lines — Rate & Status",
+          "level": "h3"
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": ["line-col-name", "line-col-rate", "line-col-status", "line-col-efficiency", "line-col-operator"]
+        },
+        {
+          "id": "line-col-name",
+          "component": "Col",
+          "label": "Line",
+          "data": ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"]
+        },
+        {
+          "id": "line-col-rate",
+          "component": "Col",
+          "label": "Rate (units/hr)",
+          "data": ["310", "285", "0", "295", "270"]
+        },
+        {
+          "id": "line-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Running", "Running", "DOWN", "Running", "Changeover"]
+        },
+        {
+          "id": "line-col-efficiency",
+          "component": "Col",
+          "label": "Efficiency",
+          "data": ["94%", "88%", "—", "91%", "—"]
+        },
+        {
+          "id": "line-col-operator",
+          "component": "Col",
+          "label": "Operator",
+          "data": ["J. Martinez", "K. Okafor", "T. Nguyen", "R. Patel", "S. Kim"]
+        },
+        {
+          "id": "defect-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["defect-header", "defect-chart"]
+        },
+        {
+          "id": "defect-header",
+          "component": "Heading",
+          "text": "Defect Rate — Past 30 Days",
+          "level": "h3"
+        },
+        {
+          "id": "defect-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28"],
+          "series": ["defect-series"],
+          "yLabel": "Defect Rate (%)",
+          "xLabel": "Date"
+        },
+        {
+          "id": "defect-series",
+          "component": "Series",
+          "category": "Defect Rate",
+          "values": [3.2, 2.9, 3.5, 2.7, 2.4, 2.8, 3.1, 2.2, 1.9, 2.1]
+        },
+        {
+          "id": "downtime-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["downtime-header", "downtime-chart"]
+        },
+        {
+          "id": "downtime-header",
+          "component": "Heading",
+          "text": "Downtime Split by Cause (This Week)",
+          "level": "h3"
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "labels": ["Mechanical Failure", "Material Shortage", "Changeover", "Quality Hold", "Planned Maintenance", "Operator Error"],
+          "values": [34, 18, 22, 8, 12, 6],
+          "variant": "donut"
+        },
+        {
+          "id": "maintenance-due-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["maint-header", "maint-table"]
+        },
+        {
+          "id": "maint-header",
+          "component": "Heading",
+          "text": "🔧 Machines Due for Maintenance",
+          "level": "h3"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["maint-col-machine", "maint-col-type", "maint-col-due", "maint-col-priority"]
+        },
+        {
+          "id": "maint-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["CNC Mill #4", "Press Brake #2", "Robot Arm L3-02", "Conveyor 3B", "Laser Cutter #1"]
+        },
+        {
+          "id": "maint-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Preventive", "Corrective", "Preventive", "Corrective", "Preventive"]
+        },
+        {
+          "id": "maint-col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["Today", "Today", "Tomorrow", "Overdue (2 days)", "Jun 30"]
+        },
+        {
+          "id": "maint-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["High", "Critical", "Medium", "Critical", "Low"]
+        },
+        {
+          "id": "stock-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["stock-header", "stock-steel", "stock-resin", "stock-packaging"]
+        },
+        {
+          "id": "stock-header",
+          "component": "Heading",
+          "text": "📦 Raw Material Stock Levels",
+          "level": "h3"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Progress",
+          "value": 68,
+          "label": "Steel: 68% (12.4 tonnes / 18 tonne capacity)"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Progress",
+          "value": 34,
+          "label": "Resin: 34% (2.1 tonnes / 6 tonne capacity) ⚠️ LOW"
+        },
+        {
+          "id": "stock-packaging",
+          "component": "Progress",
+          "value": 82,
+          "label": "Packaging: 82% (41,000 units / 50,000 capacity)"
+        },
+        {
+          "id": "deliveries-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["deliveries-header", "deliveries-table"]
+        },
+        {
+          "id": "deliveries-header",
+          "component": "Heading",
+          "text": "🚚 Supplier Deliveries Due This Week",
+          "level": "h3"
+        },
+        {
+          "id": "deliveries-table",
+          "component": "Table",
+          "columns": ["del-col-supplier", "del-col-material", "del-col-qty", "del-col-eta", "del-col-status"]
+        },
+        {
+          "id": "del-col-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "data": ["SteelCo Ltd", "PolyResin Inc", "PackRight", "SteelCo Ltd", "ChemSupply"]
+        },
+        {
+          "id": "del-col-material",
+          "component": "Col",
+          "label": "Material",
+          "data": ["Cold-rolled steel", "Epoxy resin type B", "Corrugated boxes", "Galvanized sheet", "Adhesive compound"]
+        },
+        {
+          "id": "del-col-qty",
+          "component": "Col",
+          "label": "Qty",
+          "data": ["8 tonnes", "3 tonnes", "20,000 units", "5 tonnes", "500 litres"]
+        },
+        {
+          "id": "del-col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Today 14:00", "Tomorrow 08:30", "Wed 11:00", "Thu 09:00", "Fri 13:00"]
+        },
+        {
+          "id": "del-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In transit", "Confirmed", "Confirmed", "Delayed", "Confirmed"]
+        },
+        {
+          "id": "shift-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["shift-header", "shift-chart"]
+        },
+        {
+          "id": "shift-header",
+          "component": "Heading",
+          "text": "Shift Output Comparison (Today)",
+          "level": "h3"
+        },
+        {
+          "id": "shift-chart",
+          "component": "BarChart",
+          "labels": ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"],
+          "series": ["shift-a-series", "shift-b-series", "shift-c-series"],
+          "variant": "grouped",
+          "yLabel": "Units Produced",
+          "xLabel": "Production Line"
+        },
+        {
+          "id": "shift-a-series",
+          "component": "Series",
+          "category": "Shift A (06:00–14:00)",
+          "values": [2480, 2280, 1850, 2360, 2160]
+        },
+        {
+          "id": "shift-b-series",
+          "component": "Series",
+          "category": "Shift B (14:00–22:00)",
+          "values": [2350, 2100, 0, 2200, 1980]
+        },
+        {
+          "id": "shift-c-series",
+          "component": "Series",
+          "category": "Shift C (22:00–06:00)",
+          "values": [2100, 1950, 1200, 2050, 1800]
+        },
+        {
+          "id": "safety-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["safety-header", "safety-stats", "safety-days"]
+        },
+        {
+          "id": "safety-header",
+          "component": "Heading",
+          "text": "🦺 Safety",
+          "level": "h3"
+        },
+        {
+          "id": "safety-stats",
+          "component": "TextContent",
+          "text": "**Incidents this year:** 3 (1 lost-time, 2 near-miss) | **Target:** ≤ 5 | **Status:** ✅ On track",
+          "size": "default"
+        },
+        {
+          "id": "safety-days",
+          "component": "Callout",
+          "variant": "success",
+          "title": "47 Days Since Last Incident",
+          "description": "Last incident: May 14, 2025 — Near-miss on Line 2 (forklift proximity). Next safety audit: Jul 2."
+        },
+        {
+          "id": "quality-hold-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["qh-header", "qh-table"]
+        },
+        {
+          "id": "qh-header",
+          "component": "Heading",
+          "text": "⏸️ Batches on Quality Hold",
+          "level": "h3"
+        },
+        {
+          "id": "qh-table",
+          "component": "Table",
+          "columns": ["qh-col-batch", "qh-col-product", "qh-col-reason", "qh-col-held-since", "qh-col-qty"]
+        },
+        {
+          "id": "qh-col-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "data": ["B-2025-0627A", "B-2025-0626C", "B-2025-0625F"]
+        },
+        {
+          "id": "qh-col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["Housing Assembly X200", "Bracket Set M40", "Panel Cover P12"]
+        },
+        {
+          "id": "qh-col-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "data": ["Dimensional out of spec", "Surface finish deviation", "Material cert pending"]
+        },
+        {
+          "id": "qh-col-held-since",
+          "component": "Col",
+          "label": "Held Since",
+          "data": ["Today 07:30", "Yesterday 15:45", "Jun 25 11:00"]
+        },
+        {
+          "id": "qh-col-qty",
+          "component": "Col",
+          "label": "Units",
+          "data": ["240", "180", "500"]
+        },
+        {
+          "id": "energy-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["energy-header", "energy-chart"]
+        },
+        {
+          "id": "energy-header",
+          "component": "Heading",
+          "text": "⚡ Energy Consumption Today (kWh by hour)",
+          "level": "h3"
+        },
+        {
+          "id": "energy-chart",
+          "component": "AreaChart",
+          "labels": ["06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00"],
+          "series": ["energy-series"],
+          "yLabel": "kWh",
+          "xLabel": "Hour"
+        },
+        {
+          "id": "energy-series",
+          "component": "Series",
+          "category": "Energy Use",
+          "values": [420, 580, 650, 820, 710, 690, 540, 610]
+        },
+        {
+          "id": "work-orders-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["wo-header", "wo-table"]
+        },
+        {
+          "id": "wo-header",
+          "component": "Heading",
+          "text": "📋 Open Work Orders",
+          "level": "h3"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": ["wo-col-id", "wo-col-desc", "wo-col-machine", "wo-col-priority", "wo-col-assigned", "wo-col-status"]
+        },
+        {
+          "id": "wo-col-id",
+          "component": "Col",
+          "label": "WO #",
+          "data": ["WO-1042", "WO-1039", "WO-1038", "WO-1035", "WO-1031"]
+        },
+        {
+          "id": "wo-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Replace conveyor belt", "Hydraulic seal replacement", "Calibrate pressure sensor", "Motor bearing swap", "Electrical panel inspection"]
+        },
+        {
+          "id": "wo-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["Conveyor 3B", "Press Brake #2", "Robot Arm L3-02", "CNC Mill #4", "Main Panel A"]
+        },
+        {
+          "id": "wo-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🔴 Critical", "🟡 High", "🟡 High", "🟢 Medium"]
+        },
+        {
+          "id": "wo-col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "data": ["D. Reeves", "M. Santos", "Unassigned", "A. Kowalski", "Unassigned"]
+        },
+        {
+          "id": "wo-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "Waiting Parts", "Open", "Scheduled", "Open"]
+        },
+        {
+          "id": "schedule-maintenance-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["sched-header", "sched-form"]
+        },
+        {
+          "id": "sched-header",
+          "component": "Heading",
+          "text": "📅 Schedule Maintenance",
+          "level": "h3"
+        },
+        {
+          "id": "sched-form",
+          "component": "Form",
+          "name": "schedule-maintenance",
+          "fields": ["sched-machine-control", "sched-date-control", "sched-type-control", "sched-notes-control"],
+          "buttons": "sched-buttons"
+        },
+        {
+          "id": "sched-machine-control",
+          "component": "FormControl",
+          "label": "Machine",
+          "input": "sched-machine-select"
+        },
+        {
+          "id": "sched-machine-select",
+          "component": "Select",
+          "name": "machine",
+          "placeholder": "Select machine...",
+          "items": ["sched-opt-1", "sched-opt-2", "sched-opt-3", "sched-opt-4", "sched-opt-5", "sched-opt-6"]
+        },
+        {
+          "id": "sched-opt-1",
+          "component": "SelectItem",
+          "value": "cnc-mill-4",
+          "label": "CNC Mill #4"
+        },
+        {
+          "id": "sched-opt-2",
+          "component": "SelectItem",
+          "value": "press-brake-2",
+          "label": "Press Brake #2"
+        },
+        {
+          "id": "sched-opt-3",
+          "component": "SelectItem",
+          "value": "robot-arm-l3",
+          "label": "Robot Arm L3-02"
+        },
+        {
+          "id": "sched-opt-4",
+          "component": "SelectItem",
+          "value": "conveyor-3b",
+          "label": "Conveyor 3B"
+        },
+        {
+          "id": "sched-opt-5",
+          "component": "SelectItem",
+          "value": "laser-cutter-1",
+          "label": "Laser Cutter #1"
+        },
+        {
+          "id": "sched-opt-6",
+          "component": "SelectItem",
+          "value": "oven-zone-2",
+          "label": "Oven Zone 2"
+        },
+        {
+          "id": "sched-date-control",
+          "component": "FormControl",
+          "label": "Scheduled Date",
+          "input": "sched-date-picker"
+        },
+        {
+          "id": "sched-date-picker",
+          "component": "DatePicker",
+          "name": "maintenance_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-type-control",
+          "component": "FormControl",
+          "label": "Maintenance Type",
+          "input": "sched-type-select"
+        },
+        {
+          "id": "sched-type-select",
+          "component": "Select",
+          "name": "maintenance_type",
+          "placeholder": "Select type...",
+          "items": ["sched-type-opt-1", "sched-type-opt-2", "sched-type-opt-3"]
+        },
+        {
+          "id": "sched-type-opt-1",
+          "component": "SelectItem",
+          "value": "preventive",
+          "label": "Preventive"
+        },
+        {
+          "id": "sched-type-opt-2",
+          "component": "SelectItem",
+          "value": "corrective",
+          "label": "Corrective"
+        },
+        {
+          "id": "sched-type-opt-3",
+          "component": "SelectItem",
+          "value": "predictive",
+          "label": "Predictive"
+        },
+        {
+          "id": "sched-notes-control",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "sched-notes-input"
+        },
+        {
+          "id": "sched-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Additional details...",
+          "rows": 3
+        },
+        {
+          "id": "sched-buttons",
+          "component": "Buttons",
+          "buttons": ["sched-submit-btn"]
+        },
+        {
+          "id": "sched-submit-btn",
+          "component": "Button",
+          "label": "Schedule Maintenance",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "line-focus-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["focus-header", "focus-select-control"]
+        },
+        {
+          "id": "focus-header",
+          "component": "Heading",
+          "text": "🔍 Focus on a Production Line",
+          "level": "h3"
+        },
+        {
+          "id": "focus-select-control",
+          "component": "FormControl",
+          "label": "Select line to drill down",
+          "input": "focus-select"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "line_focus",
+          "placeholder": "Choose a line...",
+          "items": ["focus-opt-1", "focus-opt-2", "focus-opt-3", "focus-opt-4", "focus-opt-5"]
+        },
+        {
+          "id": "focus-opt-1",
+          "component": "SelectItem",
+          "value": "line-1",
+          "label": "Line 1 — Stamping"
+        },
+        {
+          "id": "focus-opt-2",
+          "component": "SelectItem",
+          "value": "line-2",
+          "label": "Line 2 — Welding"
+        },
+        {
+          "id": "focus-opt-3",
+          "component": "SelectItem",
+          "value": "line-3",
+          "label": "Line 3 — Assembly"
+        },
+        {
+          "id": "focus-opt-4",
+          "component": "SelectItem",
+          "value": "line-4",
+          "label": "Line 4 — Painting"
+        },
+        {
+          "id": "focus-opt-5",
+          "component": "SelectItem",
+          "value": "line-5",
+          "label": "Line 5 — Packaging"
+        },
+        {
+          "id": "export-section",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["export-label", "export-buttons"]
+        },
+        {
+          "id": "export-label",
+          "component": "TextContent",
+          "text": "**Export Shift Report** — Generate a PDF/CSV summary of the current shift's performance data.",
+          "size": "default"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "buttons": ["export-pdf-btn", "export-csv-btn"]
+        },
+        {
+          "id": "export-pdf-btn",
+          "component": "Button",
+          "label": "📄 Export PDF",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "export-csv-btn",
+          "component": "Button",
+          "label": "📊 Export CSV",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 17 items:
+
+| # | Requirement | Component Used |
+|---|---|---|
+| 1 | OEE | Progress bar with A×P×Q breakdown |
+| 2 | Units vs target | Progress bar with pace info |
+| 3 | Line rate & status | 5-column table |
+| 4 | Defect rate trend | Line chart (30 days) |
+| 5 | Downtime by cause | Donut/pie chart |
+| 6 | Maintenance due | Table with priority & due date |
+| 7 | Stock levels | 3 progress bars (steel/resin/packaging) |
+| 8 | Supplier deliveries | Table with ETA & status |
+| 9 | Shift comparison | Grouped bar chart (A/B/C) |
+| 10 | Safety incidents | Stats + success callout with day counter |
+| 11 | Quality hold batches | Table with reason & duration |
+| 12 | Energy use | Area chart + inline KPI card |
+| 13 | Open work orders | Table with priority indicators |
+| 14 | Schedule maintenance | Form (machine select, date picker, type, notes) |
+| 15 | Focus on a line | Select dropdown for drill-down |
+| 16 | Andon alerts | Live alert banners (red/yellow/blue) |
+| 17 | Export report | PDF and CSV export buttons |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..245fdb81b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r2.txt
@@ -0,0 +1,823 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-supervisor-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B5E20",
+        "agentDisplayName": "FactoryOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-supervisor-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header-section", "andon-section", "lines-section", "charts-row", "ops-row", "quality-work-row", "actions-row"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["kpi-oee", "kpi-units", "kpi-safety", "kpi-energy"]
+        },
+        {
+          "id": "kpi-oee",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-oee-label", "kpi-oee-progress", "kpi-oee-detail"]
+        },
+        {
+          "id": "kpi-oee-label",
+          "component": "Heading",
+          "text": "Overall Equipment Effectiveness",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-oee-progress",
+          "component": "Progress",
+          "value": 87.3,
+          "label": "OEE: 87.3%"
+        },
+        {
+          "id": "kpi-oee-detail",
+          "component": "TextContent",
+          "text": "Availability: 92.1% | Performance: 95.4% | Quality: 99.3%",
+          "size": "small"
+        },
+        {
+          "id": "kpi-units",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-units-label", "kpi-units-progress", "kpi-units-detail"]
+        },
+        {
+          "id": "kpi-units-label",
+          "component": "Heading",
+          "text": "Units Produced vs Target",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-units-progress",
+          "component": "Progress",
+          "value": 84.6,
+          "label": "4,230 / 5,000 units"
+        },
+        {
+          "id": "kpi-units-detail",
+          "component": "TextContent",
+          "text": "770 units remaining • Pace: on track for 4,980 by EOD",
+          "size": "small"
+        },
+        {
+          "id": "kpi-safety",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-safety-label", "kpi-safety-days", "kpi-safety-detail"]
+        },
+        {
+          "id": "kpi-safety-label",
+          "component": "Heading",
+          "text": "Safety",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-safety-days",
+          "component": "TextContent",
+          "text": "**47 days** since last incident",
+          "size": "large"
+        },
+        {
+          "id": "kpi-safety-detail",
+          "component": "TextContent",
+          "text": "3 incidents YTD (2 minor, 1 recordable) • Target: 0",
+          "size": "small"
+        },
+        {
+          "id": "kpi-energy",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "weight": 1,
+          "children": ["kpi-energy-label", "kpi-energy-value", "kpi-energy-detail"]
+        },
+        {
+          "id": "kpi-energy-label",
+          "component": "Heading",
+          "text": "Energy Use Today",
+          "level": "h4"
+        },
+        {
+          "id": "kpi-energy-value",
+          "component": "TextContent",
+          "text": "**2,340 kWh**",
+          "size": "large"
+        },
+        {
+          "id": "kpi-energy-detail",
+          "component": "TextContent",
+          "text": "Budget: 2,800 kWh • 83.6% consumed • Peak: 14:00–15:00",
+          "size": "small"
+        },
+        {
+          "id": "andon-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["andon-header", "andon-alert-1", "andon-alert-2", "andon-alert-3"]
+        },
+        {
+          "id": "andon-header",
+          "component": "Heading",
+          "text": "🔴 Live Andon Alerts",
+          "level": "h3"
+        },
+        {
+          "id": "andon-alert-1",
+          "component": "Alert",
+          "variant": "destructive",
+          "title": "LINE C — Machine Stop",
+          "description": "CNC-03 spindle overload fault. Operator response required. Down since 13:42 (18 min)."
+        },
+        {
+          "id": "andon-alert-2",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "LINE B — Material Low",
+          "description": "Resin hopper at 12%. Replenishment needed within 20 min to avoid stoppage."
+        },
+        {
+          "id": "andon-alert-3",
+          "component": "Alert",
+          "variant": "info",
+          "title": "LINE A — Quality Check Due",
+          "description": "Batch A-2024-0611 requires in-process inspection at station 4."
+        },
+        {
+          "id": "lines-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["lines-header", "lines-table"]
+        },
+        {
+          "id": "lines-header",
+          "component": "Heading",
+          "text": "Production Lines",
+          "level": "h3"
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": ["col-line", "col-rate", "col-status", "col-efficiency", "col-notes"]
+        },
+        {
+          "id": "col-line",
+          "component": "Col",
+          "label": "Line",
+          "data": ["Line A", "Line B", "Line C", "Line D"],
+          "type": "string"
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Rate (units/hr)",
+          "data": [120, 95, 0, 110],
+          "type": "number"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Running", "🟢 Running", "🔴 Down", "🟢 Running"],
+          "type": "string"
+        },
+        {
+          "id": "col-efficiency",
+          "component": "Col",
+          "label": "Efficiency",
+          "data": ["94%", "88%", "—", "91%"],
+          "type": "string"
+        },
+        {
+          "id": "col-notes",
+          "component": "Col",
+          "label": "Notes",
+          "data": ["Normal operation", "Resin low", "Spindle fault — maintenance dispatched", "Changeover at 16:00"],
+          "type": "string"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["defect-card", "downtime-card", "shift-card"]
+        },
+        {
+          "id": "defect-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["defect-title", "defect-chart"]
+        },
+        {
+          "id": "defect-title",
+          "component": "Heading",
+          "text": "Defect Rate — Past 30 Days",
+          "level": "h4"
+        },
+        {
+          "id": "defect-chart",
+          "component": "LineChart",
+          "labels": ["May 12", "May 15", "May 18", "May 21", "May 24", "May 27", "May 30", "Jun 2", "Jun 5", "Jun 8", "Jun 11"],
+          "series": ["defect-series"],
+          "yLabel": "Defect %",
+          "variant": "natural"
+        },
+        {
+          "id": "defect-series",
+          "component": "Series",
+          "category": "Defect Rate",
+          "values": [2.1, 1.9, 2.3, 1.8, 1.6, 2.0, 1.7, 1.5, 1.4, 1.6, 1.3]
+        },
+        {
+          "id": "downtime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["downtime-title", "downtime-chart"]
+        },
+        {
+          "id": "downtime-title",
+          "component": "Heading",
+          "text": "Downtime by Cause (This Week)",
+          "level": "h4"
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "labels": ["Mechanical", "Electrical", "Material Shortage", "Changeover", "Planned Maint."],
+          "values": [38, 22, 18, 14, 8],
+          "variant": "donut"
+        },
+        {
+          "id": "shift-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["shift-title", "shift-chart"]
+        },
+        {
+          "id": "shift-title",
+          "component": "Heading",
+          "text": "Shift Output Comparison (Today)",
+          "level": "h4"
+        },
+        {
+          "id": "shift-chart",
+          "component": "BarChart",
+          "labels": ["Shift 1 (06–14)", "Shift 2 (14–22)", "Shift 3 (22–06)"],
+          "series": ["shift-series"],
+          "yLabel": "Units",
+          "variant": "grouped"
+        },
+        {
+          "id": "shift-series",
+          "component": "Series",
+          "category": "Units Produced",
+          "values": [1850, 1620, 760]
+        },
+        {
+          "id": "ops-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["maintenance-card", "stock-card", "delivery-card"]
+        },
+        {
+          "id": "maintenance-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["maint-title", "maint-table"]
+        },
+        {
+          "id": "maint-title",
+          "component": "Heading",
+          "text": "Machines Due for Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["maint-col-machine", "maint-col-type", "maint-col-due", "maint-col-priority"]
+        },
+        {
+          "id": "maint-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["CNC-03", "PRESS-07", "WELD-02", "PACK-01"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Corrective", "Preventive", "Preventive", "Inspection"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-due",
+          "component": "Col",
+          "label": "Due",
+          "data": ["NOW", "Jun 13", "Jun 14", "Jun 16"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟡 Medium", "🟡 Medium", "🟢 Low"],
+          "type": "string"
+        },
+        {
+          "id": "stock-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["stock-title", "stock-steel", "stock-resin", "stock-packaging"]
+        },
+        {
+          "id": "stock-title",
+          "component": "Heading",
+          "text": "Raw Material Stock Levels",
+          "level": "h4"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Progress",
+          "value": 72,
+          "label": "Steel Coil — 72% (14.4 tonnes)"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Progress",
+          "value": 45,
+          "label": "Resin — 45% (2.7 tonnes) ⚠️"
+        },
+        {
+          "id": "stock-packaging",
+          "component": "Progress",
+          "value": 88,
+          "label": "Packaging — 88% (11,200 units)"
+        },
+        {
+          "id": "delivery-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["delivery-title", "delivery-table"]
+        },
+        {
+          "id": "delivery-title",
+          "component": "Heading",
+          "text": "Supplier Deliveries — This Week",
+          "level": "h4"
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": ["del-col-supplier", "del-col-material", "del-col-date", "del-col-status"]
+        },
+        {
+          "id": "del-col-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "data": ["SteelCorp", "PolyChem", "PackRight", "SteelCorp"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-material",
+          "component": "Col",
+          "label": "Material",
+          "data": ["Steel Coil (20t)", "Resin Pellets (5t)", "Cartons (10k)", "Steel Coil (15t)"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-date",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Jun 12 AM", "Jun 12 PM", "Jun 13", "Jun 14"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Transit", "Confirmed", "Confirmed", "Pending"],
+          "type": "string"
+        },
+        {
+          "id": "quality-work-row",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "children": ["quality-card", "workorders-card"]
+        },
+        {
+          "id": "quality-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["quality-title", "quality-table"]
+        },
+        {
+          "id": "quality-title",
+          "component": "Heading",
+          "text": "Batches on Quality Hold",
+          "level": "h4"
+        },
+        {
+          "id": "quality-table",
+          "component": "Table",
+          "columns": ["qual-col-batch", "qual-col-product", "qual-col-reason", "qual-col-since"]
+        },
+        {
+          "id": "qual-col-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "data": ["B-2024-0609-A", "B-2024-0610-C", "B-2024-0611-B"],
+          "type": "string"
+        },
+        {
+          "id": "qual-col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["Housing Assy", "Bracket M12", "Cover Plate"],
+          "type": "string"
+        },
+        {
+          "id": "qual-col-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "data": ["Dimensional OOS", "Surface defect", "Pending lab results"],
+          "type": "string"
+        },
+        {
+          "id": "qual-col-since",
+          "component": "Col",
+          "label": "Held Since",
+          "data": ["Jun 9", "Jun 10", "Jun 11"],
+          "type": "string"
+        },
+        {
+          "id": "workorders-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["wo-title", "wo-table"]
+        },
+        {
+          "id": "wo-title",
+          "component": "Heading",
+          "text": "Open Work Orders",
+          "level": "h4"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": ["wo-col-id", "wo-col-desc", "wo-col-machine", "wo-col-priority", "wo-col-assigned"]
+        },
+        {
+          "id": "wo-col-id",
+          "component": "Col",
+          "label": "WO #",
+          "data": ["WO-4421", "WO-4418", "WO-4415", "WO-4410", "WO-4408"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Spindle bearing replace", "Hydraulic seal kit", "Conveyor belt tension", "Sensor calibration", "Guard replacement"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["CNC-03", "PRESS-07", "CONV-02", "WELD-02", "PACK-01"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟠 High", "🟡 Medium", "🟡 Medium", "🟢 Low"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "data": ["J. Martinez", "K. Okafor", "Unassigned", "T. Nguyen", "Unassigned"],
+          "type": "string"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "gap": "m",
+          "wrap": true,
+          "align": "start",
+          "children": ["schedule-card", "focus-card", "export-card"]
+        },
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["schedule-title", "schedule-form"]
+        },
+        {
+          "id": "schedule-title",
+          "component": "Heading",
+          "text": "Schedule Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-maintenance",
+          "fields": ["sched-machine-control", "sched-date-control"],
+          "buttons": "sched-buttons"
+        },
+        {
+          "id": "sched-machine-control",
+          "component": "FormControl",
+          "label": "Machine",
+          "input": "sched-machine-select"
+        },
+        {
+          "id": "sched-machine-select",
+          "component": "Select",
+          "name": "machine",
+          "placeholder": "Select machine…",
+          "items": ["sched-opt-1", "sched-opt-2", "sched-opt-3", "sched-opt-4", "sched-opt-5", "sched-opt-6"]
+        },
+        {
+          "id": "sched-opt-1",
+          "component": "SelectItem",
+          "value": "CNC-01",
+          "label": "CNC-01"
+        },
+        {
+          "id": "sched-opt-2",
+          "component": "SelectItem",
+          "value": "CNC-03",
+          "label": "CNC-03"
+        },
+        {
+          "id": "sched-opt-3",
+          "component": "SelectItem",
+          "value": "PRESS-07",
+          "label": "PRESS-07"
+        },
+        {
+          "id": "sched-opt-4",
+          "component": "SelectItem",
+          "value": "WELD-02",
+          "label": "WELD-02"
+        },
+        {
+          "id": "sched-opt-5",
+          "component": "SelectItem",
+          "value": "PACK-01",
+          "label": "PACK-01"
+        },
+        {
+          "id": "sched-opt-6",
+          "component": "SelectItem",
+          "value": "CONV-02",
+          "label": "CONV-02"
+        },
+        {
+          "id": "sched-date-control",
+          "component": "FormControl",
+          "label": "Scheduled Date",
+          "input": "sched-date-picker"
+        },
+        {
+          "id": "sched-date-picker",
+          "component": "DatePicker",
+          "name": "maintenance_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-buttons",
+          "component": "Buttons",
+          "buttons": ["sched-submit-btn"]
+        },
+        {
+          "id": "sched-submit-btn",
+          "component": "Button",
+          "label": "Schedule Maintenance",
+          "variant": "primary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "focus-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["focus-title", "focus-desc", "focus-form"]
+        },
+        {
+          "id": "focus-title",
+          "component": "Heading",
+          "text": "Focus on a Line",
+          "level": "h4"
+        },
+        {
+          "id": "focus-desc",
+          "component": "TextContent",
+          "text": "Drill into a single production line for detailed metrics, alerts, and history.",
+          "size": "small"
+        },
+        {
+          "id": "focus-form",
+          "component": "Form",
+          "name": "focus-line",
+          "fields": ["focus-line-control"],
+          "buttons": "focus-buttons"
+        },
+        {
+          "id": "focus-line-control",
+          "component": "FormControl",
+          "label": "Production Line",
+          "input": "focus-line-select"
+        },
+        {
+          "id": "focus-line-select",
+          "component": "Select",
+          "name": "line",
+          "placeholder": "Select line…",
+          "items": ["focus-opt-a", "focus-opt-b", "focus-opt-c", "focus-opt-d"]
+        },
+        {
+          "id": "focus-opt-a",
+          "component": "SelectItem",
+          "value": "line-a",
+          "label": "Line A"
+        },
+        {
+          "id": "focus-opt-b",
+          "component": "SelectItem",
+          "value": "line-b",
+          "label": "Line B"
+        },
+        {
+          "id": "focus-opt-c",
+          "component": "SelectItem",
+          "value": "line-c",
+          "label": "Line C"
+        },
+        {
+          "id": "focus-opt-d",
+          "component": "SelectItem",
+          "value": "line-d",
+          "label": "Line D"
+        },
+        {
+          "id": "focus-buttons",
+          "component": "Buttons",
+          "buttons": ["focus-btn"]
+        },
+        {
+          "id": "focus-btn",
+          "component": "Button",
+          "label": "Open Line View",
+          "variant": "secondary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "export-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "weight": 1,
+          "children": ["export-title", "export-desc", "export-buttons"]
+        },
+        {
+          "id": "export-title",
+          "component": "Heading",
+          "text": "Shift Report",
+          "level": "h4"
+        },
+        {
+          "id": "export-desc",
+          "component": "TextContent",
+          "text": "Generate and export the current shift report including all KPIs, alerts, and production data.",
+          "size": "small"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "direction": "column",
+          "buttons": ["export-pdf-btn", "export-csv-btn"]
+        },
+        {
+          "id": "export-pdf-btn",
+          "component": "Button",
+          "label": "Export as PDF",
+          "variant": "primary",
+          "action": [{"type": "export", "format": "pdf"}]
+        },
+        {
+          "id": "export-csv-btn",
+          "component": "Button",
+          "label": "Export as CSV",
+          "variant": "secondary",
+          "action": [{"type": "export", "format": "csv"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 17 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | OEE | Progress bar with A/P/Q breakdown |
+| 2 | Units vs target | Progress bar with pace note |
+| 3 | Line rate & status | Full table with 4 lines |
+| 4 | Defect rate (30 days) | Line chart with trend |
+| 5 | Downtime by cause | Donut chart (5 categories) |
+| 6 | Maintenance due | Table with priority flags |
+| 7 | Material stock | 3 progress bars (steel/resin/packaging) |
+| 8 | Supplier deliveries | Table with ETA & status |
+| 9 | Shift comparison | Grouped bar chart |
+| 10 | Safety incidents | KPI card — 47 days, 3 YTD |
+| 11 | Quality hold batches | Table with reason & date |
+| 12 | Energy use | KPI card with budget tracking |
+| 13 | Open work orders | Table with priority & assignee |
+| 14 | Schedule maintenance | Form with machine select + date picker |
+| 15 | Focus on a line | Select dropdown + action button |
+| 16 | Andon alerts | 3 live alerts (critical/warning/info) |
+| 17 | Export shift report | PDF and CSV export buttons |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..a766e0328
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r3.txt
@@ -0,0 +1,825 @@
+Here's a comprehensive factory floor supervisor's console covering all 17 requirements:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-supervisor-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B5E20",
+        "agentDisplayName": "FactoryOps Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-supervisor-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["console-header", "andon-section", "kpi-row", "lines-section", "charts-row", "ops-tabs", "actions-row"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "console-header",
+          "component": "CardHeader",
+          "title": "🏭 Factory Floor Supervisor Console",
+          "subtitle": "Plant A — Real-time Operations Dashboard | Last refresh: 14:32 UTC"
+        },
+        {
+          "id": "andon-section",
+          "component": "Card",
+          "children": ["andon-header", "andon-alert-1", "andon-alert-2", "andon-alert-3"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "andon-header",
+          "component": "Heading",
+          "text": "🚨 Live Andon Alerts",
+          "level": "h3"
+        },
+        {
+          "id": "andon-alert-1",
+          "component": "Alert",
+          "title": "LINE 3 — Conveyor Jam",
+          "description": "Station 3B conveyor belt jammed. Operator response required. Triggered 2 min ago.",
+          "variant": "destructive"
+        },
+        {
+          "id": "andon-alert-2",
+          "component": "Alert",
+          "title": "LINE 1 — Temperature Deviation",
+          "description": "Oven zone 2 exceeding setpoint by 8°C. Auto-correction engaged. Triggered 7 min ago.",
+          "variant": "warning"
+        },
+        {
+          "id": "andon-alert-3",
+          "component": "Alert",
+          "title": "LINE 5 — Material Low",
+          "description": "Resin hopper at 12% capacity. Replenishment needed within 20 min. Triggered 12 min ago.",
+          "variant": "info"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "children": ["oee-card", "units-card", "safety-card", "energy-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "oee-card",
+          "component": "Card",
+          "children": ["oee-title", "oee-progress", "oee-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "oee-title",
+          "component": "Heading",
+          "text": "Overall Equipment Effectiveness",
+          "level": "h4"
+        },
+        {
+          "id": "oee-progress",
+          "component": "Progress",
+          "value": 78.4,
+          "label": "OEE: 78.4% (Target: 85%)"
+        },
+        {
+          "id": "oee-detail",
+          "component": "TextContent",
+          "text": "Availability: 91.2% | Performance: 88.6% | Quality: 96.9%",
+          "size": "small"
+        },
+        {
+          "id": "units-card",
+          "component": "Card",
+          "children": ["units-title", "units-progress", "units-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "units-title",
+          "component": "Heading",
+          "text": "Units Produced vs Target",
+          "level": "h4"
+        },
+        {
+          "id": "units-progress",
+          "component": "Progress",
+          "value": 72.5,
+          "label": "14,520 / 20,000 units (72.5%)"
+        },
+        {
+          "id": "units-detail",
+          "component": "TextContent",
+          "text": "Pace: 1,210 units/hr | Projected EOD: 19,360 (96.8% of target)",
+          "size": "small"
+        },
+        {
+          "id": "safety-card",
+          "component": "Card",
+          "children": ["safety-title", "safety-days", "safety-incidents"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "safety-title",
+          "component": "Heading",
+          "text": "🦺 Safety",
+          "level": "h4"
+        },
+        {
+          "id": "safety-days",
+          "component": "TextContent",
+          "text": "**47 days** since last incident",
+          "size": "large"
+        },
+        {
+          "id": "safety-incidents",
+          "component": "TextContent",
+          "text": "2025 YTD: 3 recordable | 1 near-miss | 0 lost-time",
+          "size": "small"
+        },
+        {
+          "id": "energy-card",
+          "component": "Card",
+          "children": ["energy-title", "energy-value", "energy-detail"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "energy-title",
+          "component": "Heading",
+          "text": "⚡ Energy Use Today",
+          "level": "h4"
+        },
+        {
+          "id": "energy-value",
+          "component": "TextContent",
+          "text": "**4,820 kWh** consumed",
+          "size": "large"
+        },
+        {
+          "id": "energy-detail",
+          "component": "TextContent",
+          "text": "Budget: 6,200 kWh | 77.7% used | Peak demand: 890 kW at 09:15",
+          "size": "small"
+        },
+        {
+          "id": "lines-section",
+          "component": "Card",
+          "children": ["lines-header", "lines-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "lines-header",
+          "component": "Heading",
+          "text": "Production Lines — Rate & Status",
+          "level": "h3"
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": ["col-line", "col-rate", "col-status", "col-efficiency", "col-operator"]
+        },
+        {
+          "id": "col-line",
+          "component": "Col",
+          "label": "Line",
+          "data": ["Line 1 — Stamping", "Line 2 — Welding", "Line 3 — Assembly", "Line 4 — Painting", "Line 5 — Molding", "Line 6 — Packaging"],
+          "type": "string"
+        },
+        {
+          "id": "col-rate",
+          "component": "Col",
+          "label": "Rate (units/hr)",
+          "data": [245, 198, 180, 210, 165, 310],
+          "type": "number"
+        },
+        {
+          "id": "col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Running", "✅ Running", "🔴 Stopped", "✅ Running", "⚠️ Degraded", "✅ Running"],
+          "type": "string"
+        },
+        {
+          "id": "col-efficiency",
+          "component": "Col",
+          "label": "Efficiency",
+          "data": ["94%", "87%", "0%", "91%", "62%", "96%"],
+          "type": "string"
+        },
+        {
+          "id": "col-operator",
+          "component": "Col",
+          "label": "Operator",
+          "data": ["M. Torres", "J. Kim", "A. Patel", "S. Chen", "R. Okafor", "L. Novak"],
+          "type": "string"
+        },
+        {
+          "id": "charts-row",
+          "component": "Card",
+          "children": ["defect-chart-card", "downtime-chart-card", "shift-chart-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "defect-chart-card",
+          "component": "Card",
+          "children": ["defect-chart-title", "defect-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "defect-chart-title",
+          "component": "Heading",
+          "text": "Defect Rate — Past 30 Days",
+          "level": "h4"
+        },
+        {
+          "id": "defect-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28", "Jul 1"],
+          "series": ["defect-series"],
+          "variant": "natural",
+          "yLabel": "Defect %",
+          "xLabel": "Date"
+        },
+        {
+          "id": "defect-series",
+          "component": "Series",
+          "category": "Defect Rate (%)",
+          "values": [2.1, 1.8, 2.4, 1.9, 1.6, 2.2, 1.7, 1.5, 1.9, 1.4, 1.6]
+        },
+        {
+          "id": "downtime-chart-card",
+          "component": "Card",
+          "children": ["downtime-chart-title", "downtime-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "downtime-chart-title",
+          "component": "Heading",
+          "text": "Downtime by Cause (This Week)",
+          "level": "h4"
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "labels": ["Mechanical Failure", "Changeover", "Material Shortage", "Quality Stop", "Planned Maint.", "Operator Error"],
+          "values": [34, 22, 18, 12, 9, 5],
+          "variant": "donut"
+        },
+        {
+          "id": "shift-chart-card",
+          "component": "Card",
+          "children": ["shift-chart-title", "shift-chart"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "shift-chart-title",
+          "component": "Heading",
+          "text": "Shift Output Comparison",
+          "level": "h4"
+        },
+        {
+          "id": "shift-chart",
+          "component": "BarChart",
+          "labels": ["Shift A (06–14)", "Shift B (14–22)", "Shift C (22–06)"],
+          "series": ["shift-output-series", "shift-target-series"],
+          "variant": "grouped",
+          "yLabel": "Units",
+          "xLabel": "Shift"
+        },
+        {
+          "id": "shift-output-series",
+          "component": "Series",
+          "category": "Actual Output",
+          "values": [6840, 5210, 2470]
+        },
+        {
+          "id": "shift-target-series",
+          "component": "Series",
+          "category": "Target",
+          "values": [6667, 6667, 6666]
+        },
+        {
+          "id": "ops-tabs",
+          "component": "Tabs",
+          "items": ["tab-maintenance", "tab-stock", "tab-deliveries", "tab-quality", "tab-workorders"]
+        },
+        {
+          "id": "tab-maintenance",
+          "component": "TabItem",
+          "value": "maintenance",
+          "trigger": "🔧 Maintenance Due",
+          "content": ["maint-table"]
+        },
+        {
+          "id": "maint-table",
+          "component": "Table",
+          "columns": ["maint-col-machine", "maint-col-type", "maint-col-due", "maint-col-priority", "maint-col-status"]
+        },
+        {
+          "id": "maint-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["CNC Mill #4", "Press Brake #2", "Robot Arm R7", "Conveyor 3B", "Injection Molder #1", "Compressor #3"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Preventive", "Corrective", "Preventive", "Corrective", "Preventive", "Inspection"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["Jul 3", "Jul 2 (OVERDUE)", "Jul 5", "Jul 2 (OVERDUE)", "Jul 8", "Jul 10"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["Medium", "Critical", "Low", "High", "Medium", "Low"],
+          "type": "string"
+        },
+        {
+          "id": "maint-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Scheduled", "Unassigned", "Scheduled", "In Progress", "Scheduled", "Scheduled"],
+          "type": "string"
+        },
+        {
+          "id": "tab-stock",
+          "component": "TabItem",
+          "value": "stock",
+          "trigger": "📦 Stock Levels",
+          "content": ["stock-card"]
+        },
+        {
+          "id": "stock-card",
+          "component": "Card",
+          "children": ["stock-steel", "stock-resin", "stock-packaging"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "stock-steel",
+          "component": "Progress",
+          "value": 68,
+          "label": "Steel Coil: 34.2 tonnes / 50 tonnes capacity (68%) — Reorder at 20%"
+        },
+        {
+          "id": "stock-resin",
+          "component": "Progress",
+          "value": 23,
+          "label": "Resin (ABS): 1.8 tonnes / 8 tonnes capacity (23%) ⚠️ LOW — Reorder at 25%"
+        },
+        {
+          "id": "stock-packaging",
+          "component": "Progress",
+          "value": 81,
+          "label": "Packaging (boxes + film): 12,400 units / 15,000 capacity (81%)"
+        },
+        {
+          "id": "tab-deliveries",
+          "component": "TabItem",
+          "value": "deliveries",
+          "trigger": "🚚 Deliveries This Week",
+          "content": ["delivery-table"]
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": ["del-col-supplier", "del-col-material", "del-col-qty", "del-col-eta", "del-col-status"]
+        },
+        {
+          "id": "del-col-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "data": ["SteelCorp Inc.", "PolyChem Ltd.", "PackRight Co.", "SteelCorp Inc.", "ResinPro GmbH"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-material",
+          "component": "Col",
+          "label": "Material",
+          "data": ["Steel Coil (1.2mm)", "ABS Resin Pellets", "Corrugated Boxes", "Steel Coil (2.0mm)", "PC Resin Pellets"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-qty",
+          "component": "Col",
+          "label": "Quantity",
+          "data": ["20 tonnes", "5 tonnes", "5,000 units", "15 tonnes", "3 tonnes"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-eta",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Wed Jul 3, 08:00", "Tue Jul 2, 14:00", "Thu Jul 4, 10:00", "Fri Jul 5, 09:00", "Sat Jul 6, 07:30"],
+          "type": "string"
+        },
+        {
+          "id": "del-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Transit", "Confirmed", "Confirmed", "Confirmed", "Delayed +1 day"],
+          "type": "string"
+        },
+        {
+          "id": "tab-quality",
+          "component": "TabItem",
+          "value": "quality",
+          "trigger": "🔍 Quality Hold",
+          "content": ["quality-table"]
+        },
+        {
+          "id": "quality-table",
+          "component": "Table",
+          "columns": ["q-col-batch", "q-col-product", "q-col-reason", "q-col-held-since", "q-col-qty"]
+        },
+        {
+          "id": "q-col-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "data": ["B-2025-0701-A", "B-2025-0630-C", "B-2025-0629-F"],
+          "type": "string"
+        },
+        {
+          "id": "q-col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["Housing Assembly X200", "Bracket Set M40", "Cover Panel P12"],
+          "type": "string"
+        },
+        {
+          "id": "q-col-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "data": ["Dimensional out of spec (±0.3mm)", "Surface scratch > 2mm", "Color mismatch (Delta E > 3)"],
+          "type": "string"
+        },
+        {
+          "id": "q-col-held-since",
+          "component": "Col",
+          "label": "Held Since",
+          "data": ["Jul 1, 06:45", "Jun 30, 14:20", "Jun 29, 22:10"],
+          "type": "string"
+        },
+        {
+          "id": "q-col-qty",
+          "component": "Col",
+          "label": "Qty Affected",
+          "data": [142, 87, 210],
+          "type": "number"
+        },
+        {
+          "id": "tab-workorders",
+          "component": "TabItem",
+          "value": "workorders",
+          "trigger": "📋 Work Orders",
+          "content": ["wo-table"]
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": ["wo-col-id", "wo-col-desc", "wo-col-priority", "wo-col-assigned", "wo-col-status"]
+        },
+        {
+          "id": "wo-col-id",
+          "component": "Col",
+          "label": "WO #",
+          "data": ["WO-4521", "WO-4518", "WO-4515", "WO-4512", "WO-4509", "WO-4505"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Replace conveyor belt 3B", "Calibrate Press Brake #2", "Fix hydraulic leak Robot R7", "Replace oven heating element", "Lubricate CNC Mill #4 spindle", "Update PLC firmware Line 6"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🟠 High", "🟠 High", "🟡 Medium", "🟡 Medium", "🟢 Low"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "data": ["D. Martinez", "K. Yamamoto", "T. Osei", "Unassigned", "P. Larsson", "Unassigned"],
+          "type": "string"
+        },
+        {
+          "id": "wo-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "In Progress", "Waiting Parts", "Open", "Scheduled", "Open"],
+          "type": "string"
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "children": ["schedule-card", "focus-card", "export-card"],
+          "direction": "row",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "schedule-card",
+          "component": "Card",
+          "children": ["schedule-title", "schedule-form"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "schedule-title",
+          "component": "Heading",
+          "text": "📅 Schedule Maintenance",
+          "level": "h4"
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-maintenance",
+          "fields": ["sched-machine-control", "sched-date-control", "sched-type-control"],
+          "buttons": "sched-buttons"
+        },
+        {
+          "id": "sched-machine-control",
+          "component": "FormControl",
+          "label": "Machine",
+          "input": "sched-machine-select"
+        },
+        {
+          "id": "sched-machine-select",
+          "component": "Select",
+          "name": "machine",
+          "placeholder": "Select machine...",
+          "items": ["mach-opt-1", "mach-opt-2", "mach-opt-3", "mach-opt-4", "mach-opt-5", "mach-opt-6"]
+        },
+        {
+          "id": "mach-opt-1",
+          "component": "SelectItem",
+          "value": "cnc-mill-4",
+          "label": "CNC Mill #4"
+        },
+        {
+          "id": "mach-opt-2",
+          "component": "SelectItem",
+          "value": "press-brake-2",
+          "label": "Press Brake #2"
+        },
+        {
+          "id": "mach-opt-3",
+          "component": "SelectItem",
+          "value": "robot-r7",
+          "label": "Robot Arm R7"
+        },
+        {
+          "id": "mach-opt-4",
+          "component": "SelectItem",
+          "value": "conveyor-3b",
+          "label": "Conveyor 3B"
+        },
+        {
+          "id": "mach-opt-5",
+          "component": "SelectItem",
+          "value": "injection-1",
+          "label": "Injection Molder #1"
+        },
+        {
+          "id": "mach-opt-6",
+          "component": "SelectItem",
+          "value": "compressor-3",
+          "label": "Compressor #3"
+        },
+        {
+          "id": "sched-date-control",
+          "component": "FormControl",
+          "label": "Scheduled Date",
+          "input": "sched-date-picker"
+        },
+        {
+          "id": "sched-date-picker",
+          "component": "DatePicker",
+          "name": "maintenance_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-type-control",
+          "component": "FormControl",
+          "label": "Maintenance Type",
+          "input": "sched-type-select"
+        },
+        {
+          "id": "sched-type-select",
+          "component": "Select",
+          "name": "maintenance_type",
+          "placeholder": "Select type...",
+          "items": ["type-opt-1", "type-opt-2", "type-opt-3"]
+        },
+        {
+          "id": "type-opt-1",
+          "component": "SelectItem",
+          "value": "preventive",
+          "label": "Preventive"
+        },
+        {
+          "id": "type-opt-2",
+          "component": "SelectItem",
+          "value": "corrective",
+          "label": "Corrective"
+        },
+        {
+          "id": "type-opt-3",
+          "component": "SelectItem",
+          "value": "inspection",
+          "label": "Inspection"
+        },
+        {
+          "id": "sched-buttons",
+          "component": "Buttons",
+          "buttons": ["sched-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "sched-submit-btn",
+          "component": "Button",
+          "label": "Schedule Maintenance",
+          "variant": "primary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "focus-card",
+          "component": "Card",
+          "children": ["focus-title", "focus-select-control", "focus-btn"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "focus-title",
+          "component": "Heading",
+          "text": "🔎 Focus on Line",
+          "level": "h4"
+        },
+        {
+          "id": "focus-select-control",
+          "component": "FormControl",
+          "label": "Select production line to drill down",
+          "input": "focus-select"
+        },
+        {
+          "id": "focus-select",
+          "component": "Select",
+          "name": "focus_line",
+          "placeholder": "Choose a line...",
+          "items": ["focus-opt-1", "focus-opt-2", "focus-opt-3", "focus-opt-4", "focus-opt-5", "focus-opt-6"]
+        },
+        {
+          "id": "focus-opt-1",
+          "component": "SelectItem",
+          "value": "line-1",
+          "label": "Line 1 — Stamping"
+        },
+        {
+          "id": "focus-opt-2",
+          "component": "SelectItem",
+          "value": "line-2",
+          "label": "Line 2 — Welding"
+        },
+        {
+          "id": "focus-opt-3",
+          "component": "SelectItem",
+          "value": "line-3",
+          "label": "Line 3 — Assembly"
+        },
+        {
+          "id": "focus-opt-4",
+          "component": "SelectItem",
+          "value": "line-4",
+          "label": "Line 4 — Painting"
+        },
+        {
+          "id": "focus-opt-5",
+          "component": "SelectItem",
+          "value": "line-5",
+          "label": "Line 5 — Molding"
+        },
+        {
+          "id": "focus-opt-6",
+          "component": "SelectItem",
+          "value": "line-6",
+          "label": "Line 6 — Packaging"
+        },
+        {
+          "id": "focus-btn",
+          "component": "Button",
+          "label": "Open Line Detail View",
+          "variant": "secondary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "export-card",
+          "component": "Card",
+          "children": ["export-title", "export-desc", "export-buttons"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "export-title",
+          "component": "Heading",
+          "text": "📄 Export Shift Report",
+          "level": "h4"
+        },
+        {
+          "id": "export-desc",
+          "component": "TextContent",
+          "text": "Generate and download the current shift report including all KPIs, alerts, and production data.",
+          "size": "small"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "buttons": ["export-pdf-btn", "export-csv-btn"],
+          "direction": "column"
+        },
+        {
+          "id": "export-pdf-btn",
+          "component": "Button",
+          "label": "Export as PDF",
+          "variant": "primary",
+          "action": [{"type": "export", "format": "pdf"}]
+        },
+        {
+          "id": "export-csv-btn",
+          "component": "Button",
+          "label": "Export as CSV",
+          "variant": "secondary",
+          "action": [{"type": "export", "format": "csv"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This console covers all 17 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | OEE | Progress bar with availability/performance/quality breakdown |
+| 2 | Units vs target | Progress bar with pace and EOD projection |
+| 3 | Production lines | Table with rate, status, efficiency, operator |
+| 4 | Defect rate (30 days) | Line chart with trend data |
+| 5 | Downtime by cause | Donut/pie chart with 6 categories |
+| 6 | Machines due for maintenance | Tabbed table with due dates and priority |
+| 7 | Stock levels | Progress bars for steel, resin, packaging |
+| 8 | Supplier deliveries | Table with supplier, material, ETA, status |
+| 9 | Shift output comparison | Grouped bar chart (actual vs target) |
+| 10 | Safety incidents | Days-since counter + YTD incident summary |
+| 11 | Batches on quality hold | Table with batch ID, reason, quantity |
+| 12 | Energy use today | kWh consumed vs budget with peak demand |
+| 13 | Open work orders | Table with priority indicators and assignment |
+| 14 | Schedule maintenance | Form with machine select, date picker, type |
+| 15 | Focus on one line | Dropdown selector with drill-down button |
+| 16 | Live Andon alerts | Color-coded alert banners (critical/warning/info) |
+| 17 | Export shift report | PDF and CSV export buttons |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..67d69eaa0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-plant__r4.txt
@@ -0,0 +1,1020 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "factory-console",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B5E20",
+        "agentDisplayName": "Factory Floor Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "factory-console",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header-section", "andon-section", "kpi-row", "production-section", "quality-section", "maintenance-section", "inventory-section", "work-orders-section", "actions-section"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "children": ["header-content"],
+          "variant": "card"
+        },
+        {
+          "id": "header-content",
+          "component": "CardHeader",
+          "title": "🏭 Factory Floor Supervisor Console",
+          "subtitle": "Plant A — Real-time Production Overview | Shift B Active | Last updated: 14:32"
+        },
+        {
+          "id": "andon-section",
+          "component": "Card",
+          "children": ["andon-header", "andon-alert-1", "andon-alert-2", "andon-alert-3"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "andon-header",
+          "component": "Heading",
+          "text": "🚨 Live Andon Alerts",
+          "level": "h3"
+        },
+        {
+          "id": "andon-alert-1",
+          "component": "Alert",
+          "title": "LINE 3 — Conveyor Jam Detected",
+          "description": "Station 3B conveyor motor overload. Operator response required. Triggered 2 min ago.",
+          "variant": "destructive"
+        },
+        {
+          "id": "andon-alert-2",
+          "component": "Alert",
+          "title": "LINE 1 — Temperature Deviation",
+          "description": "Oven zone 2 reading 218°C (limit: 210°C). Auto-correction engaged. Triggered 8 min ago.",
+          "variant": "warning"
+        },
+        {
+          "id": "andon-alert-3",
+          "component": "Alert",
+          "title": "LINE 5 — Material Low",
+          "description": "Resin hopper at 12% capacity. Replenishment requested from warehouse. Triggered 15 min ago.",
+          "variant": "info"
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "children": ["kpi-header", "kpi-tabs"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "kpi-header",
+          "component": "Heading",
+          "text": "📊 Key Performance Indicators",
+          "level": "h3"
+        },
+        {
+          "id": "kpi-tabs",
+          "component": "Tabs",
+          "items": ["kpi-tab-oee", "kpi-tab-production", "kpi-tab-safety", "kpi-tab-energy"]
+        },
+        {
+          "id": "kpi-tab-oee",
+          "component": "TabItem",
+          "value": "oee",
+          "trigger": "OEE",
+          "content": ["oee-content"]
+        },
+        {
+          "id": "oee-content",
+          "component": "Card",
+          "children": ["oee-title", "oee-chart", "oee-breakdown"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "oee-title",
+          "component": "TextContent",
+          "text": "**Overall Equipment Effectiveness: 78.4%** (Target: 85%)",
+          "size": "large"
+        },
+        {
+          "id": "oee-chart",
+          "component": "RadialChart",
+          "labels": ["Availability", "Performance", "Quality", "OEE"],
+          "values": [91.2, 84.6, 96.8, 78.4]
+        },
+        {
+          "id": "oee-breakdown",
+          "component": "Table",
+          "columns": ["oee-col-metric", "oee-col-value", "oee-col-target", "oee-col-status"]
+        },
+        {
+          "id": "oee-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["Availability", "Performance", "Quality", "OEE (Combined)"]
+        },
+        {
+          "id": "oee-col-value",
+          "component": "Col",
+          "label": "Current",
+          "data": ["91.2%", "84.6%", "96.8%", "78.4%"]
+        },
+        {
+          "id": "oee-col-target",
+          "component": "Col",
+          "label": "Target",
+          "data": ["95%", "90%", "99%", "85%"]
+        },
+        {
+          "id": "oee-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["⚠️ Below", "⚠️ Below", "⚠️ Below", "🔴 Below"]
+        },
+        {
+          "id": "kpi-tab-production",
+          "component": "TabItem",
+          "value": "production",
+          "trigger": "Units vs Target",
+          "content": ["production-content"]
+        },
+        {
+          "id": "production-content",
+          "component": "Card",
+          "children": ["prod-title", "prod-progress", "prod-details"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "prod-title",
+          "component": "TextContent",
+          "text": "**Units Produced Today: 4,280 / 5,500 target (77.8%)**",
+          "size": "large"
+        },
+        {
+          "id": "prod-progress",
+          "component": "Progress",
+          "value": 77.8,
+          "label": "Daily Target Progress"
+        },
+        {
+          "id": "prod-details",
+          "component": "Table",
+          "columns": ["prod-col-shift", "prod-col-produced", "prod-col-target", "prod-col-pct"]
+        },
+        {
+          "id": "prod-col-shift",
+          "component": "Col",
+          "label": "Shift",
+          "data": ["Shift A (06:00–14:00)", "Shift B (14:00–22:00)", "Shift C (22:00–06:00)"]
+        },
+        {
+          "id": "prod-col-produced",
+          "component": "Col",
+          "label": "Produced",
+          "data": ["2,140", "2,140 (in progress)", "—"]
+        },
+        {
+          "id": "prod-col-target",
+          "component": "Col",
+          "label": "Target",
+          "data": ["1,833", "1,833", "1,834"]
+        },
+        {
+          "id": "prod-col-pct",
+          "component": "Col",
+          "label": "Attainment",
+          "data": ["116.7% ✅", "116.7% (projected)", "—"]
+        },
+        {
+          "id": "kpi-tab-safety",
+          "component": "TabItem",
+          "value": "safety",
+          "trigger": "Safety",
+          "content": ["safety-content"]
+        },
+        {
+          "id": "safety-content",
+          "component": "Card",
+          "children": ["safety-title", "safety-stats", "safety-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "safety-title",
+          "component": "TextContent",
+          "text": "**🟢 47 Days Since Last Recordable Incident**",
+          "size": "large"
+        },
+        {
+          "id": "safety-stats",
+          "component": "Table",
+          "columns": ["safety-col-metric", "safety-col-value"]
+        },
+        {
+          "id": "safety-col-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["Days Since Last Recordable", "Total Incidents YTD", "Near Misses YTD", "First Aid Cases YTD", "Lost Time Injuries YTD", "TRIR (Current)"]
+        },
+        {
+          "id": "safety-col-value",
+          "component": "Col",
+          "label": "Value",
+          "data": ["47 days", "3", "12", "5", "1", "1.8"]
+        },
+        {
+          "id": "safety-table",
+          "component": "Table",
+          "columns": ["safety-incident-date", "safety-incident-type", "safety-incident-area", "safety-incident-severity"]
+        },
+        {
+          "id": "safety-incident-date",
+          "component": "Col",
+          "label": "Date",
+          "data": ["2025-01-12", "2025-03-04", "2025-05-28"]
+        },
+        {
+          "id": "safety-incident-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Slip/Trip", "Struck By", "Caught In"]
+        },
+        {
+          "id": "safety-incident-area",
+          "component": "Col",
+          "label": "Area",
+          "data": ["Warehouse Dock", "Line 2 Press", "Line 4 Conveyor"]
+        },
+        {
+          "id": "safety-incident-severity",
+          "component": "Col",
+          "label": "Severity",
+          "data": ["First Aid", "Recordable", "Lost Time"]
+        },
+        {
+          "id": "kpi-tab-energy",
+          "component": "TabItem",
+          "value": "energy",
+          "trigger": "Energy",
+          "content": ["energy-content"]
+        },
+        {
+          "id": "energy-content",
+          "component": "Card",
+          "children": ["energy-title", "energy-progress", "energy-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "energy-title",
+          "component": "TextContent",
+          "text": "**⚡ Energy Use Today: 12,480 kWh / 15,000 kWh budget (83.2%)**",
+          "size": "large"
+        },
+        {
+          "id": "energy-progress",
+          "component": "Progress",
+          "value": 83.2,
+          "label": "Energy Budget Consumption"
+        },
+        {
+          "id": "energy-table",
+          "component": "Table",
+          "columns": ["energy-col-source", "energy-col-kwh", "energy-col-pct"]
+        },
+        {
+          "id": "energy-col-source",
+          "component": "Col",
+          "label": "Source",
+          "data": ["Compressed Air", "HVAC", "Production Motors", "Lighting", "Other"]
+        },
+        {
+          "id": "energy-col-kwh",
+          "component": "Col",
+          "label": "kWh",
+          "data": ["3,120", "2,496", "4,992", "1,248", "624"]
+        },
+        {
+          "id": "energy-col-pct",
+          "component": "Col",
+          "label": "% of Total",
+          "data": ["25%", "20%", "40%", "10%", "5%"]
+        },
+        {
+          "id": "production-section",
+          "component": "Card",
+          "children": ["prod-section-header", "prod-section-tabs"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "prod-section-header",
+          "component": "Heading",
+          "text": "🔧 Production Lines & Shift Comparison",
+          "level": "h3"
+        },
+        {
+          "id": "prod-section-tabs",
+          "component": "Tabs",
+          "items": ["tab-lines", "tab-shifts"]
+        },
+        {
+          "id": "tab-lines",
+          "component": "TabItem",
+          "value": "lines",
+          "trigger": "Line Status",
+          "content": ["lines-table"]
+        },
+        {
+          "id": "lines-table",
+          "component": "Table",
+          "columns": ["line-col-name", "line-col-rate", "line-col-status", "line-col-oee", "line-col-operator"]
+        },
+        {
+          "id": "line-col-name",
+          "component": "Col",
+          "label": "Line",
+          "data": ["Line 1 — Stamping", "Line 2 — Welding", "Line 3 — Assembly", "Line 4 — Painting", "Line 5 — Packaging"]
+        },
+        {
+          "id": "line-col-rate",
+          "component": "Col",
+          "label": "Rate (units/hr)",
+          "data": ["142", "128", "95", "110", "156"]
+        },
+        {
+          "id": "line-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Running", "🟢 Running", "🔴 Stopped (Jam)", "🟡 Changeover", "🟢 Running"]
+        },
+        {
+          "id": "line-col-oee",
+          "component": "Col",
+          "label": "Line OEE",
+          "data": ["82.1%", "79.4%", "61.3%", "74.8%", "88.2%"]
+        },
+        {
+          "id": "line-col-operator",
+          "component": "Col",
+          "label": "Operator",
+          "data": ["J. Martinez", "K. Chen", "A. Okafor", "R. Patel", "S. Williams"]
+        },
+        {
+          "id": "tab-shifts",
+          "component": "TabItem",
+          "value": "shifts",
+          "trigger": "Shift Comparison",
+          "content": ["shift-chart"]
+        },
+        {
+          "id": "shift-chart",
+          "component": "BarChart",
+          "labels": ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"],
+          "series": ["shift-series-a", "shift-series-b", "shift-series-c"],
+          "variant": "grouped",
+          "xLabel": "Production Line",
+          "yLabel": "Units Produced"
+        },
+        {
+          "id": "shift-series-a",
+          "component": "Series",
+          "category": "Shift A",
+          "values": [1136, 1024, 760, 880, 1248]
+        },
+        {
+          "id": "shift-series-b",
+          "component": "Series",
+          "category": "Shift B (current)",
+          "values": [994, 896, 532, 770, 1092]
+        },
+        {
+          "id": "shift-series-c",
+          "component": "Series",
+          "category": "Shift C (prev day)",
+          "values": [1080, 960, 720, 840, 1180]
+        },
+        {
+          "id": "quality-section",
+          "component": "Card",
+          "children": ["quality-header", "quality-tabs"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "quality-header",
+          "component": "Heading",
+          "text": "🔍 Quality & Defects",
+          "level": "h3"
+        },
+        {
+          "id": "quality-tabs",
+          "component": "Tabs",
+          "items": ["tab-defects", "tab-holds"]
+        },
+        {
+          "id": "tab-defects",
+          "component": "TabItem",
+          "value": "defects",
+          "trigger": "Defect Rate (30d)",
+          "content": ["defect-chart"]
+        },
+        {
+          "id": "defect-chart",
+          "component": "LineChart",
+          "labels": ["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28"],
+          "series": ["defect-series"],
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Defect Rate (%)"
+        },
+        {
+          "id": "defect-series",
+          "component": "Series",
+          "category": "Defect Rate %",
+          "values": [3.2, 2.8, 3.5, 2.9, 4.1, 3.8, 2.6, 3.1, 2.4, 3.2]
+        },
+        {
+          "id": "tab-holds",
+          "component": "TabItem",
+          "value": "holds",
+          "trigger": "Quality Holds",
+          "content": ["holds-table"]
+        },
+        {
+          "id": "holds-table",
+          "component": "Table",
+          "columns": ["hold-col-batch", "hold-col-product", "hold-col-reason", "hold-col-date", "hold-col-qty", "hold-col-status"]
+        },
+        {
+          "id": "hold-col-batch",
+          "component": "Col",
+          "label": "Batch ID",
+          "data": ["B-2025-0641", "B-2025-0638", "B-2025-0635", "B-2025-0629"]
+        },
+        {
+          "id": "hold-col-product",
+          "component": "Col",
+          "label": "Product",
+          "data": ["Housing Assembly A3", "Bracket Kit B7", "Panel Set C2", "Housing Assembly A3"]
+        },
+        {
+          "id": "hold-col-reason",
+          "component": "Col",
+          "label": "Hold Reason",
+          "data": ["Dimensional out of spec", "Surface finish failure", "Weld porosity detected", "Material cert missing"]
+        },
+        {
+          "id": "hold-col-date",
+          "component": "Col",
+          "label": "Hold Date",
+          "data": ["2025-06-27", "2025-06-26", "2025-06-25", "2025-06-24"]
+        },
+        {
+          "id": "hold-col-qty",
+          "component": "Col",
+          "label": "Qty",
+          "data": ["240", "180", "95", "310"]
+        },
+        {
+          "id": "hold-col-status",
+          "component": "Col",
+          "label": "Disposition",
+          "data": ["Pending QA Review", "Rework Approved", "Under Investigation", "Awaiting Cert"]
+        },
+        {
+          "id": "maintenance-section",
+          "component": "Card",
+          "children": ["maint-header", "maint-tabs"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "maint-header",
+          "component": "Heading",
+          "text": "🛠️ Maintenance",
+          "level": "h3"
+        },
+        {
+          "id": "maint-tabs",
+          "component": "Tabs",
+          "items": ["tab-maint-due", "tab-maint-downtime", "tab-maint-schedule"]
+        },
+        {
+          "id": "tab-maint-due",
+          "component": "TabItem",
+          "value": "due",
+          "trigger": "Due for Maintenance",
+          "content": ["maint-due-table"]
+        },
+        {
+          "id": "maint-due-table",
+          "component": "Table",
+          "columns": ["maint-col-machine", "maint-col-type", "maint-col-due", "maint-col-hours-left", "maint-col-priority"]
+        },
+        {
+          "id": "maint-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["Press P-204", "Robot Arm R-112", "Conveyor C-307", "CNC Mill M-501", "Spray Booth S-108"]
+        },
+        {
+          "id": "maint-col-type",
+          "component": "Col",
+          "label": "Type",
+          "data": ["Preventive", "Preventive", "Corrective", "Preventive", "Inspection"]
+        },
+        {
+          "id": "maint-col-due",
+          "component": "Col",
+          "label": "Due Date",
+          "data": ["2025-06-29", "2025-06-30", "OVERDUE", "2025-07-02", "2025-07-03"]
+        },
+        {
+          "id": "maint-col-hours-left",
+          "component": "Col",
+          "label": "Run Hours Left",
+          "data": ["12 hrs", "48 hrs", "0 (failed)", "96 hrs", "120 hrs"]
+        },
+        {
+          "id": "maint-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🟡 Medium", "🟡 Medium", "🔴 Critical", "🟢 Low", "🟢 Low"]
+        },
+        {
+          "id": "tab-maint-downtime",
+          "component": "TabItem",
+          "value": "downtime",
+          "trigger": "Downtime by Cause",
+          "content": ["downtime-chart"]
+        },
+        {
+          "id": "downtime-chart",
+          "component": "PieChart",
+          "labels": ["Mechanical Failure", "Changeover", "Material Shortage", "Quality Stop", "Planned Maintenance", "Operator Absence"],
+          "values": [34, 22, 15, 12, 10, 7],
+          "variant": "donut"
+        },
+        {
+          "id": "tab-maint-schedule",
+          "component": "TabItem",
+          "value": "schedule",
+          "trigger": "Schedule Maintenance",
+          "content": ["schedule-form"]
+        },
+        {
+          "id": "schedule-form",
+          "component": "Form",
+          "name": "schedule-maintenance",
+          "fields": ["sched-machine-control", "sched-date-control", "sched-type-control", "sched-notes-control"],
+          "buttons": "sched-buttons"
+        },
+        {
+          "id": "sched-machine-control",
+          "component": "FormControl",
+          "label": "Machine",
+          "input": "sched-machine-select"
+        },
+        {
+          "id": "sched-machine-select",
+          "component": "Select",
+          "name": "machine",
+          "placeholder": "Select machine...",
+          "items": ["sched-opt-1", "sched-opt-2", "sched-opt-3", "sched-opt-4", "sched-opt-5", "sched-opt-6"]
+        },
+        {
+          "id": "sched-opt-1",
+          "component": "SelectItem",
+          "value": "P-204",
+          "label": "Press P-204"
+        },
+        {
+          "id": "sched-opt-2",
+          "component": "SelectItem",
+          "value": "R-112",
+          "label": "Robot Arm R-112"
+        },
+        {
+          "id": "sched-opt-3",
+          "component": "SelectItem",
+          "value": "C-307",
+          "label": "Conveyor C-307"
+        },
+        {
+          "id": "sched-opt-4",
+          "component": "SelectItem",
+          "value": "M-501",
+          "label": "CNC Mill M-501"
+        },
+        {
+          "id": "sched-opt-5",
+          "component": "SelectItem",
+          "value": "S-108",
+          "label": "Spray Booth S-108"
+        },
+        {
+          "id": "sched-opt-6",
+          "component": "SelectItem",
+          "value": "W-415",
+          "label": "Welder W-415"
+        },
+        {
+          "id": "sched-date-control",
+          "component": "FormControl",
+          "label": "Scheduled Date",
+          "input": "sched-date-picker"
+        },
+        {
+          "id": "sched-date-picker",
+          "component": "DatePicker",
+          "name": "maintenance_date",
+          "mode": "single"
+        },
+        {
+          "id": "sched-type-control",
+          "component": "FormControl",
+          "label": "Maintenance Type",
+          "input": "sched-type-select"
+        },
+        {
+          "id": "sched-type-select",
+          "component": "Select",
+          "name": "maintenance_type",
+          "placeholder": "Select type...",
+          "items": ["sched-type-opt-1", "sched-type-opt-2", "sched-type-opt-3"]
+        },
+        {
+          "id": "sched-type-opt-1",
+          "component": "SelectItem",
+          "value": "preventive",
+          "label": "Preventive"
+        },
+        {
+          "id": "sched-type-opt-2",
+          "component": "SelectItem",
+          "value": "corrective",
+          "label": "Corrective"
+        },
+        {
+          "id": "sched-type-opt-3",
+          "component": "SelectItem",
+          "value": "inspection",
+          "label": "Inspection"
+        },
+        {
+          "id": "sched-notes-control",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "sched-notes-input"
+        },
+        {
+          "id": "sched-notes-input",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Additional details...",
+          "rows": 2
+        },
+        {
+          "id": "sched-buttons",
+          "component": "Buttons",
+          "buttons": ["sched-submit-btn", "sched-cancel-btn"]
+        },
+        {
+          "id": "sched-submit-btn",
+          "component": "Button",
+          "label": "Schedule Maintenance",
+          "variant": "primary",
+          "action": [{"type": "submit"}]
+        },
+        {
+          "id": "sched-cancel-btn",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary",
+          "action": [{"type": "reset"}]
+        },
+        {
+          "id": "inventory-section",
+          "component": "Card",
+          "children": ["inv-header", "inv-tabs"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "inv-header",
+          "component": "Heading",
+          "text": "📦 Inventory & Deliveries",
+          "level": "h3"
+        },
+        {
+          "id": "inv-tabs",
+          "component": "Tabs",
+          "items": ["tab-stock", "tab-deliveries"]
+        },
+        {
+          "id": "tab-stock",
+          "component": "TabItem",
+          "value": "stock",
+          "trigger": "Material Stock",
+          "content": ["stock-content"]
+        },
+        {
+          "id": "stock-content",
+          "component": "Card",
+          "children": ["stock-chart", "stock-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "clear"
+        },
+        {
+          "id": "stock-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Steel (tons)", "Resin (kg)", "Packaging (units)"],
+          "series": ["stock-series-current", "stock-series-reorder"],
+          "variant": "grouped",
+          "xLabel": "Quantity",
+          "yLabel": "Material"
+        },
+        {
+          "id": "stock-series-current",
+          "component": "Series",
+          "category": "Current Stock",
+          "values": [42, 1850, 12400]
+        },
+        {
+          "id": "stock-series-reorder",
+          "component": "Series",
+          "category": "Reorder Point",
+          "values": [20, 1000, 5000]
+        },
+        {
+          "id": "stock-table",
+          "component": "Table",
+          "columns": ["stock-col-material", "stock-col-current", "stock-col-reorder", "stock-col-max", "stock-col-status"]
+        },
+        {
+          "id": "stock-col-material",
+          "component": "Col",
+          "label": "Material",
+          "data": ["Steel Coil (Grade A)", "Resin Pellets (ABS)", "Packaging Boxes"]
+        },
+        {
+          "id": "stock-col-current",
+          "component": "Col",
+          "label": "Current",
+          "data": ["42 tons", "1,850 kg", "12,400 units"]
+        },
+        {
+          "id": "stock-col-reorder",
+          "component": "Col",
+          "label": "Reorder Point",
+          "data": ["20 tons", "1,000 kg", "5,000 units"]
+        },
+        {
+          "id": "stock-col-max",
+          "component": "Col",
+          "label": "Max Capacity",
+          "data": ["80 tons", "4,000 kg", "25,000 units"]
+        },
+        {
+          "id": "stock-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 Adequate", "🟢 Adequate", "🟢 Adequate"]
+        },
+        {
+          "id": "tab-deliveries",
+          "component": "TabItem",
+          "value": "deliveries",
+          "trigger": "Deliveries This Week",
+          "content": ["delivery-table"]
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": ["del-col-supplier", "del-col-material", "del-col-qty", "del-col-date", "del-col-status"]
+        },
+        {
+          "id": "del-col-supplier",
+          "component": "Col",
+          "label": "Supplier",
+          "data": ["SteelCorp Inc.", "PolyChem Ltd.", "PackRight Co.", "SteelCorp Inc.", "ResinWorks"]
+        },
+        {
+          "id": "del-col-material",
+          "component": "Col",
+          "label": "Material",
+          "data": ["Steel Coil Grade A", "ABS Resin Pellets", "Corrugated Boxes", "Steel Coil Grade B", "Nylon Resin"]
+        },
+        {
+          "id": "del-col-qty",
+          "component": "Col",
+          "label": "Quantity",
+          "data": ["25 tons", "2,000 kg", "10,000 units", "15 tons", "800 kg"]
+        },
+        {
+          "id": "del-col-date",
+          "component": "Col",
+          "label": "ETA",
+          "data": ["Mon Jun 30", "Tue Jul 1", "Tue Jul 1", "Wed Jul 2", "Thu Jul 3"]
+        },
+        {
+          "id": "del-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["🟢 On Track", "🟢 On Track", "🟡 Delayed 4hrs", "🟢 On Track", "🟢 On Track"]
+        },
+        {
+          "id": "work-orders-section",
+          "component": "Card",
+          "children": ["wo-header", "wo-table"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "wo-header",
+          "component": "Heading",
+          "text": "📋 Open Work Orders",
+          "level": "h3"
+        },
+        {
+          "id": "wo-table",
+          "component": "Table",
+          "columns": ["wo-col-id", "wo-col-desc", "wo-col-machine", "wo-col-priority", "wo-col-assigned", "wo-col-status"]
+        },
+        {
+          "id": "wo-col-id",
+          "component": "Col",
+          "label": "WO #",
+          "data": ["WO-1042", "WO-1039", "WO-1038", "WO-1035", "WO-1033", "WO-1031"]
+        },
+        {
+          "id": "wo-col-desc",
+          "component": "Col",
+          "label": "Description",
+          "data": ["Replace conveyor belt", "Hydraulic seal replacement", "Calibrate pressure sensor", "Motor bearing replacement", "Electrical panel inspection", "Lubrication system flush"]
+        },
+        {
+          "id": "wo-col-machine",
+          "component": "Col",
+          "label": "Machine",
+          "data": ["C-307", "P-204", "R-112", "M-501", "S-108", "W-415"]
+        },
+        {
+          "id": "wo-col-priority",
+          "component": "Col",
+          "label": "Priority",
+          "data": ["🔴 Critical", "🔴 Critical", "🟡 High", "🟡 Medium", "🟢 Low", "🟢 Low"]
+        },
+        {
+          "id": "wo-col-assigned",
+          "component": "Col",
+          "label": "Assigned To",
+          "data": ["D. Thompson", "M. Garcia", "Unassigned", "L. Nguyen", "Unassigned", "K. Brown"]
+        },
+        {
+          "id": "wo-col-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["In Progress", "Waiting Parts", "Open", "Scheduled", "Open", "In Progress"]
+        },
+        {
+          "id": "actions-section",
+          "component": "Card",
+          "children": ["actions-header", "actions-content"],
+          "direction": "column",
+          "gap": "s",
+          "variant": "card"
+        },
+        {
+          "id": "actions-header",
+          "component": "Heading",
+          "text": "⚙️ Quick Actions",
+          "level": "h3"
+        },
+        {
+          "id": "actions-content",
+          "component": "Card",
+          "children": ["focus-line-control", "export-buttons"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "focus-line-control",
+          "component": "FormControl",
+          "label": "🔎 Focus on Production Line",
+          "input": "focus-line-select",
+          "hint": "Select a line to drill down into detailed metrics, alerts, and history."
+        },
+        {
+          "id": "focus-line-select",
+          "component": "Select",
+          "name": "focus_line",
+          "placeholder": "Select a line to focus...",
+          "items": ["focus-opt-1", "focus-opt-2", "focus-opt-3", "focus-opt-4", "focus-opt-5"]
+        },
+        {
+          "id": "focus-opt-1",
+          "component": "SelectItem",
+          "value": "line-1",
+          "label": "Line 1 — Stamping"
+        },
+        {
+          "id": "focus-opt-2",
+          "component": "SelectItem",
+          "value": "line-2",
+          "label": "Line 2 — Welding"
+        },
+        {
+          "id": "focus-opt-3",
+          "component": "SelectItem",
+          "value": "line-3",
+          "label": "Line 3 — Assembly"
+        },
+        {
+          "id": "focus-opt-4",
+          "component": "SelectItem",
+          "value": "line-4",
+          "label": "Line 4 — Painting"
+        },
+        {
+          "id": "focus-opt-5",
+          "component": "SelectItem",
+          "value": "line-5",
+          "label": "Line 5 — Packaging"
+        },
+        {
+          "id": "export-buttons",
+          "component": "Buttons",
+          "buttons": ["export-shift-btn", "export-full-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "export-shift-btn",
+          "component": "Button",
+          "label": "📄 Export Shift Report",
+          "variant": "primary",
+          "size": "medium",
+          "action": [{"type": "export", "format": "pdf", "scope": "shift"}]
+        },
+        {
+          "id": "export-full-btn",
+          "component": "Button",
+          "label": "📊 Export Full Dashboard",
+          "variant": "secondary",
+          "size": "medium",
+          "action": [{"type": "export", "format": "pdf", "scope": "full"}]
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Here's your **Factory Floor Supervisor Console** — a single comprehensive screen covering all 17 requirements:
+
+| # | Requirement | Implementation |
+|---|---|---|
+| 1 | OEE | Radial chart + breakdown table (Availability × Performance × Quality) |
+| 2 | Units vs Target | Progress bar + per-shift attainment table |
+| 3 | Production lines | Table with rate, status, OEE, and operator per line |
+| 4 | Defect rate (30d) | Line chart with 10 data points over June |
+| 5 | Downtime by cause | Donut chart (6 categories) |
+| 6 | Machines due for maintenance | Table with due dates, hours remaining, and priority |
+| 7 | Material stock | Horizontal bar chart + detail table for steel, resin, packaging |
+| 8 | Supplier deliveries | Table with supplier, ETA, and delivery status |
+| 9 | Shift comparison | Grouped bar chart (Shift A vs B vs C by line) |
+| 10 | Safety incidents | Days-since counter, YTD stats, and incident log |
+| 11 | Quality holds | Table with batch ID, reason, quantity, and disposition |
+| 12 | Energy use | Progress bar against budget + breakdown by source |
+| 13 | Open work orders | Table with priority indicators and assignment status |
+| 14 | Schedule maintenance | Form with machine select, date picker, type, and notes |
+| 15 | Focus on one line | Dropdown selector for line drill-down |
+| 16 | Live Andon alerts | Color-coded alert banners (critical/warning/info) |
+| 17 | Export shift report | Primary + secondary export buttons |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..66339460c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,444 @@
+
+
+Here's a complete streaming operations room covering all 16 requirements — live viewership, titles, growth, QoE, catalog ops, monetization, and ops controls — in a single surface.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "stream-ops-room",
+      "catalogId": "thesys.dev:c1-openui",
+      "sendDataModel": false
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "stream-ops-room",
+      "components": [
+        {
+          "component": "Card",
+          "id": "root",
+          "direction": "column",
+          "gap": "m",
+          "children": ["headerRow", "kpiRow", "chartsRow1", "contentRow1", "contentRow2", "contentRow3", "opsRow", "footerNote"]
+        },
+        {
+          "component": "Card",
+          "id": "headerRow",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "gap": "m",
+          "children": ["headerTitle", "regionForm"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "headerTitle",
+          "title": "Streamline Ops Room",
+          "subtitle": "Live operations · Friday, July 25 · 14:32 UTC"
+        },
+        {
+          "component": "Form",
+          "id": "regionForm",
+          "name": "focus-region",
+          "fields": ["regionCtrl"],
+          "buttons": "regionBtns"
+        },
+        {
+          "component": "FormControl",
+          "id": "regionCtrl",
+          "label": "Focus region",
+          "input": "regionSelect",
+          "hint": "Scopes KPIs, delivery health and alerts to one region"
+        },
+        {
+          "component": "Select",
+          "id": "regionSelect",
+          "name": "region",
+          "value": "global",
+          "placeholder": "All regions",
+          "items": ["rg", "r1", "r2", "r3", "r4", "r5", "r6", "r7"]
+        },
+        { "component": "SelectItem", "id": "rg", "value": "global", "label": "Global (all regions)" },
+        { "component": "SelectItem", "id": "r1", "value": "na-east", "label": "NA East" },
+        { "component": "SelectItem", "id": "r2", "value": "na-west", "label": "NA West" },
+        { "component": "SelectItem", "id": "r3", "value": "eu-west", "label": "EU West" },
+        { "component": "SelectItem", "id": "r4", "value": "eu-central", "label": "EU Central" },
+        { "component": "SelectItem", "id": "r5", "value": "sa-east", "label": "SA East" },
+        { "component": "SelectItem", "id": "r6", "value": "apac-se", "label": "APAC Southeast" },
+        { "component": "SelectItem", "id": "r7", "value": "apac-ne", "label": "APAC Northeast" },
+        {
+          "component": "Buttons",
+          "id": "regionBtns",
+          "buttons": ["regionBtn"]
+        },
+        {
+          "component": "Button",
+          "id": "regionBtn",
+          "label": "Apply focus",
+          "variant": "secondary",
+          "size": "small"
+        },
+        {
+          "component": "Card",
+          "id": "kpiRow",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpiLive", "kpiBuffer", "kpiRec", "kpiDead"]
+        },
+        {
+          "component": "Card",
+          "id": "kpiLive",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpiLiveL", "kpiLiveV", "kpiLiveT"]
+        },
+        { "component": "Label", "id": "kpiLiveL", "text": "Viewers right now" },
+        { "component": "TextContent", "id": "kpiLiveV", "text": "418,392", "size": "large-heavy" },
+        { "component": "Tag", "id": "kpiLiveT", "text": "+3.4% vs last hour", "variant": "success", "size": "sm" },
+        {
+          "component": "Card",
+          "id": "kpiBuffer",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpiBufferL", "kpiBufferV", "kpiBufferT"]
+        },
+        { "component": "Label", "id": "kpiBufferL", "text": "Buffering rate" },
+        { "component": "TextContent", "id": "kpiBufferV", "text": "0.42%", "size": "large-heavy" },
+        { "component": "Tag", "id": "kpiBufferT", "text": "-0.03 pts vs 7-day avg", "variant": "success", "size": "sm" },
+        {
+          "component": "Card",
+          "id": "kpiRec",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpiRecL", "kpiRecV", "kpiRecT"]
+        },
+        { "component": "Label", "id": "kpiRecL", "text": "Recommendation CTR" },
+        { "component": "TextContent", "id": "kpiRecV", "text": "27.9%", "size": "large-heavy" },
+        { "component": "Tag", "id": "kpiRecT", "text": "-0.6 pts this week", "variant": "warning", "size": "sm" },
+        {
+          "component": "Card",
+          "id": "kpiDead",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpiDeadL", "kpiDeadV", "kpiDeadT"]
+        },
+        { "component": "Label", "id": "kpiDeadL", "text": "Dead-end searches" },
+        { "component": "TextContent", "id": "kpiDeadV", "text": "8.7%", "size": "large-heavy" },
+        { "component": "Tag", "id": "kpiDeadT", "text": "+0.4 pts vs last week", "variant": "danger", "size": "sm" },
+        {
+          "component": "Card",
+          "id": "chartsRow1",
+          "direction": "row",
+          "gap": "m",
+          "children": ["watchCard", "subsCard"]
+        },
+        {
+          "component": "Card",
+          "id": "watchCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["watchHeader", "watchChart", "watchNote"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "watchHeader",
+          "title": "Watch time — past month",
+          "subtitle": "Combined VOD + live hours"
+        },
+        {
+          "component": "AreaChart",
+          "id": "watchChart",
+          "variant": "natural",
+          "xLabel": "Date",
+          "yLabel": "Hours (millions)",
+          "labels": ["Jun 26", "Jun 29", "Jul 2", "Jul 5", "Jul 8", "Jul 11", "Jul 14", "Jul 17", "Jul 20", "Jul 23", "Jul 25"],
+          "series": ["watchVodSeries", "watchLiveSeries"]
+        },
+        {
+          "component": "Series",
+          "id": "watchVodSeries",
+          "category": "VOD",
+          "values": [78, 76, 80, 82, 88, 84, 94, 99, 90, 101, 112]
+        },
+        {
+          "component": "Series",
+          "id": "watchLiveSeries",
+          "category": "Live",
+          "values": [14, 12, 15, 15, 16, 15, 18, 19, 19, 20, 22]
+        },
+        {
+          "component": "TextContent",
+          "id": "watchNote",
+          "size": "small",
+          "text": "Peak on Jul 25: Neon Tides S2 premiere drove ~23% above trend."
+        },
+        {
+          "component": "Card",
+          "id": "subsCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["subsHeader", "subsChart", "subsNote"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "subsHeader",
+          "title": "New subscribers vs cancellations",
+          "subtitle": "Weekly cohort · accounts in thousands"
+        },
+        {
+          "component": "LineChart",
+          "id": "subsChart",
+          "variant": "natural",
+          "yLabel": "Accounts (K)",
+          "labels": ["Jun 2", "Jun 9", "Jun 16", "Jun 23", "Jun 30", "Jul 7", "Jul 14", "Jul 21"],
+          "series": ["newSubsSeries", "churnSeries"]
+        },
+        {
+          "component": "Series",
+          "id": "newSubsSeries",
+          "category": "New subscribers",
+          "values": [96, 104, 99, 118, 126, 121, 133, 141]
+        },
+        {
+          "component": "Series",
+          "id": "churnSeries",
+          "category": "Cancellations",
+          "values": [62, 58, 66, 61, 72, 69, 74, 70]
+        },
+        {
+          "component": "TextContent",
+          "id": "subsNote",
+          "size": "small",
+          "text": "Net adds last 4 weeks: +236K · monthly churn rate 2.1%"
+        },
+        {
+          "component": "Card",
+          "id": "contentRow1",
+          "direction": "row",
+          "gap": "m",
+          "children": ["topCard", "relCard"]
+        },
+        {
+          "component": "Card",
+          "id": "topCard",
+          "weight": 2,
+          "direction": "column",
+          "gap": "s",
+          "children": ["topHeader", "topTable", "topNote"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "topHeader",
+          "title": "Most-watched titles",
+          "subtitle": "Past 28 days"
+        },
+        {
+          "component": "Table",
+          "id": "topTable",
+          "columns": ["colTitle", "colHours", "colViewers", "colComp"]
+        },
+        {
+          "component": "Col",
+          "id": "colTitle",
+          "label": "Title",
+          "type": "string",
+          "data": ["Neon Tides — S2", "The Last Orchard", "Midnight Diner", "Cobalt Protocol", "Bake It Brilliant — S4", "Static"]
+        },
+        {
+          "component": "Col",
+          "id": "colHours",
+          "label": "Hours (M)",
+          "type": "number",
+          "data": [84.2, 61.7, 48.9, 41.3, 37.6, 29.8]
+        },
+        {
+          "component": "Col",
+          "id": "colViewers",
+          "label": "Viewers (M)",
+          "type": "number",
+          "data": [12.4, 9.8, 8.1, 7.7, 6.9, 5.2]
+        },
+        {
+          "component": "Col",
+          "id": "colComp",
+          "label": "Completion",
+          "type": "string",
+          "data": ["92%", "88%", "95%", "86%", "90%", "81%"]
+        },
+        {
+          "component": "TextContent",
+          "id": "topNote",
+          "size": "small",
+          "text": "Midnight Diner (#3) leaves the catalog in 9 days — see 'Licenses expiring soon'."
+        },
+        {
+          "component": "Card",
+          "id": "relCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["relHeader", "relTable"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "relHeader",
+          "title": "Releases coming this month",
+          "subtitle": "July 28 – August 14"
+        },
+        {
+          "component": "Table",
+          "id": "relTable",
+          "columns": ["colRelT", "colRelD", "colRelType", "colRelEps"]
+        },
+        {
+          "component": "Col",
+          "id": "colRelT",
+          "label": "Title",
+          "type": "string",
+          "data": ["Cobalt Protocol S2", "Sunlight & Static", "Bake It Brilliant S5", "The Hollow Crown of Mars", "Neon Tides S2 — Finale", "Pacific Rim: Zero"]
+        },
+        {
+          "component": "Col",
+          "id": "colRelD",
+          "label": "Release",
+          "type": "string",
+          "data": ["Jul 28", "Jul 30", "Aug 2", "Aug 5", "Aug 9", "Aug 14"]
+        },
+        {
+          "component": "Col",
+          "id": "colRelType",
+          "label": "Type",
+          "type": "string",
+          "data": ["Series", "Film", "Series", "Film", "Episode", "Series"]
+        },
+        {
+          "component": "Col",
+          "id": "colRelEps",
+          "label": "Episodes",
+          "type": "number",
+          "data": [8, 1, 10, 1, 1, 6]
+        },
+        {
+          "component": "Card",
+          "id": "contentRow2",
+          "direction": "row",
+          "gap": "m",
+          "children": ["genreCard", "revCard", "devCard"]
+        },
+        {
+          "component": "Card",
+          "id": "genreCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["genreHeader", "genreChart"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "genreHeader",
+          "title": "Performance by genre",
+          "subtitle": "Hours viewed, past 28 days"
+        },
+        {
+          "component": "HorizontalBarChart",
+          "id": "genreChart",
+          "xLabel": "Hours (millions)",
+          "labels": ["Drama", "Comedy", "Thriller & Crime", "Kids & Family", "Sci-Fi & Fantasy", "Documentary", "Reality", "Romance"],
+          "series": ["genreSeries"]
+        },
+        {
+          "component": "Series",
+          "id": "genreSeries",
+          "category": "Hours (M)",
+          "values": [312, 246, 221, 158, 149, 97, 88, 74]
+        },
+        {
+          "component": "Card",
+          "id": "revCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["revHeader", "revChart", "revNote"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "revHeader",
+          "title": "Revenue by plan",
+          "subtitle": "July MTD · USD millions"
+        },
+        {
+          "component": "PieChart",
+          "id": "revChart",
+          "variant": "donut",
+          "labels": ["Premium 4K", "Standard", "Basic + Ads", "Free trial"],
+          "values": [18.4, 26.1, 9.7, 2.3]
+        },
+        {
+          "component": "TextContent",
+          "id": "revNote",
+          "size": "small",
+          "text": "Ads tier up 41% MoM — now 16.6% of total revenue."
+        },
+        {
+          "component": "Card",
+          "id": "devCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["devHeader", "devChart", "devNote"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "devHeader",
+          "title": "Viewing by device",
+          "subtitle": "Share of watch time"
+        },
+        {
+          "component": "PieChart",
+          "id": "devChart",
+          "variant": "pie",
+          "labels": ["TV apps", "Mobile", "Web", "Console & STB", "Tablet"],
+          "values": [44, 27, 14, 8, 7]
+        },
+        {
+          "component": "TextContent",
+          "id": "devNote",
+          "size": "small",
+          "text": "TV apps hold 44% of watch time; living-room viewing keeps growing."
+        },
+        {
+          "component": "Card",
+          "id": "contentRow3",
+          "direction": "row",
+          "gap": "m",
+          "children": ["deliveryCard", "licCard", "searchCard"]
+        },
+        {
+          "component": "Card",
+          "id": "deliveryCard",
+          "weight": 1,
+          "direction": "column",
+          "gap": "s",
+          "children": ["deliveryHeader", "deliveryCallout", "deliveryTable"]
+        },
+        {
+          "component": "CardHeader",
+          "id": "deliveryHeader",
+          "title": "Delivery health by region",
+          "subtitle": "Edge CDN · last 15 minutes"
+        },
+        {
+          "component": "Callout",
+          "id": "deliveryCallout",
+          "variant": "error",
+          "title": "SA East degraded",
+          "description": "Buffering
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..ab29d6d8a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,579 @@
+Here's a comprehensive streaming operations dashboard covering all 16 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "streaming-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "StreamOps"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "streaming-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header-section", "main-tabs"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "card",
+          "direction": "row",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "region-filter-control"]
+        },
+        {
+          "id": "header-title",
+          "component": "Heading",
+          "text": "🎬 Streaming Operations Center",
+          "level": "h1"
+        },
+        {
+          "id": "region-filter-control",
+          "component": "FormControl",
+          "label": "Focus Region",
+          "input": "region-select"
+        },
+        {
+          "id": "region-select",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "All Regions",
+          "value": "all",
+          "items": ["region-all", "region-na", "region-emea", "region-apac", "region-latam"]
+        },
+        { "id": "region-all", "component": "SelectItem", "value": "all", "label": "🌍 All Regions" },
+        { "id": "region-na", "component": "SelectItem", "value": "na", "label": "🇺🇸 North America" },
+        { "id": "region-emea", "component": "SelectItem", "value": "emea", "label": "🇪🇺 EMEA" },
+        { "id": "region-apac", "component": "SelectItem", "value": "apac", "label": "🇯🇵 APAC" },
+        { "id": "region-latam", "component": "SelectItem", "value": "latam", "label": "🇧🇷 LATAM" },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-live", "tab-engagement", "tab-business", "tab-operations"]
+        },
+        {
+          "id": "tab-live",
+          "component": "TabItem",
+          "value": "live",
+          "trigger": "📺 Live & Content",
+          "content": ["live-grid"]
+        },
+        {
+          "id": "tab-engagement",
+          "component": "TabItem",
+          "value": "engagement",
+          "trigger": "📊 Engagement & Quality",
+          "content": ["engagement-grid"]
+        },
+        {
+          "id": "tab-business",
+          "component": "TabItem",
+          "value": "business",
+          "trigger": "💰 Business",
+          "content": ["business-grid"]
+        },
+        {
+          "id": "tab-operations",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "⚙️ Operations",
+          "content": ["operations-grid"]
+        },
+        {
+          "id": "live-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["viewers-now-card", "top-titles-card", "releases-card", "licenses-card"]
+        },
+        {
+          "id": "viewers-now-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["viewers-now-header", "viewers-now-metric", "viewers-now-context"]
+        },
+        {
+          "id": "viewers-now-header",
+          "component": "CardHeader",
+          "title": "👁️ Concurrent Viewers Right Now",
+          "subtitle": "Real-time active streams"
+        },
+        {
+          "id": "viewers-now-metric",
+          "component": "TextContent",
+          "text": "# 2,847,391",
+          "size": "large-heavy"
+        },
+        {
+          "id": "viewers-now-context",
+          "component": "TextContent",
+          "text": "↑ 12.4% vs. same time yesterday · Peak today: 3,102,445 at 21:00 UTC",
+          "size": "small"
+        },
+        {
+          "id": "top-titles-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["top-titles-header", "top-titles-chart"]
+        },
+        {
+          "id": "top-titles-header",
+          "component": "CardHeader",
+          "title": "🏆 Most-Watched Titles (Hours)",
+          "subtitle": "Last 7 days"
+        },
+        {
+          "id": "top-titles-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["The Last Frontier S2", "Midnight Protocol", "Echoes of Tomorrow", "Crimson Tide Rising", "The Quiet Garden", "Neon Nights", "Broken Compass"],
+          "series": ["top-titles-series"],
+          "xLabel": "Hours Watched (millions)"
+        },
+        {
+          "id": "top-titles-series",
+          "component": "Series",
+          "category": "Hours (M)",
+          "values": [84.2, 71.5, 63.8, 52.1, 47.3, 39.6, 31.2]
+        },
+        {
+          "id": "releases-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["releases-header", "releases-list"]
+        },
+        {
+          "id": "releases-header",
+          "component": "CardHeader",
+          "title": "🎬 Releases This Month",
+          "subtitle": "Upcoming premieres"
+        },
+        {
+          "id": "releases-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["release-1", "release-2", "release-3", "release-4", "release-5"]
+        },
+        { "id": "release-1", "component": "ListItem", "title": "The Last Frontier S3", "subtitle": "Jun 12 · Drama · 8 episodes" },
+        { "id": "release-2", "component": "ListItem", "title": "Quantum Break", "subtitle": "Jun 15 · Sci-Fi Film · 2h 18m" },
+        { "id": "release-3", "component": "ListItem", "title": "Laugh Track S1", "subtitle": "Jun 19 · Comedy · 10 episodes" },
+        { "id": "release-4", "component": "ListItem", "title": "Deep Blue", "subtitle": "Jun 23 · Documentary · 6 episodes" },
+        { "id": "release-5", "component": "ListItem", "title": "Shadow Games S2", "subtitle": "Jun 28 · Thriller · 8 episodes" },
+        {
+          "id": "licenses-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["licenses-header", "licenses-alert", "licenses-table"]
+        },
+        {
+          "id": "licenses-header",
+          "component": "CardHeader",
+          "title": "⚠️ Licenses Expiring Soon",
+          "subtitle": "Action required within 30 days"
+        },
+        {
+          "id": "licenses-alert",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "3 titles at risk",
+          "description": "Renewal negotiations pending. Content will be removed if not renewed."
+        },
+        {
+          "id": "licenses-table",
+          "component": "Table",
+          "columns": ["lic-title-col", "lic-expiry-col", "lic-days-col", "lic-status-col"]
+        },
+        { "id": "lic-title-col", "component": "Col", "label": "Title", "data": ["The Office (US)", "Friends", "Seinfeld", "The Crown S1-3", "Stranger Things S1"] },
+        { "id": "lic-expiry-col", "component": "Col", "label": "Expiry Date", "data": ["Jun 8", "Jun 14", "Jun 21", "Jun 25", "Jul 1"] },
+        { "id": "lic-days-col", "component": "Col", "label": "Days Left", "data": [3, 9, 16, 20, 26] },
+        { "id": "lic-status-col", "component": "Col", "label": "Status", "data": ["🔴 Critical", "🟠 Urgent", "🟡 In Negotiation", "🟡 In Negotiation", "🟢 On Track"] },
+        {
+          "id": "engagement-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["watchtime-card", "buffering-card", "recs-card", "search-card"]
+        },
+        {
+          "id": "watchtime-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["watchtime-header", "watchtime-chart"]
+        },
+        {
+          "id": "watchtime-header",
+          "component": "CardHeader",
+          "title": "⏱️ Watch Time — Past 30 Days",
+          "subtitle": "Total hours streamed (millions)"
+        },
+        {
+          "id": "watchtime-chart",
+          "component": "AreaChart",
+          "labels": ["May 15", "May 17", "May 19", "May 21", "May 23", "May 25", "May 27", "May 29", "May 31", "Jun 2", "Jun 4", "Jun 6", "Jun 8", "Jun 10", "Jun 12"],
+          "series": ["watchtime-series"],
+          "xLabel": "Date",
+          "yLabel": "Hours (M)",
+          "variant": "natural"
+        },
+        {
+          "id": "watchtime-series",
+          "component": "Series",
+          "category": "Total Hours (M)",
+          "values": [142, 138, 155, 161, 148, 172, 185, 178, 169, 174, 182, 191, 196, 188, 201]
+        },
+        {
+          "id": "buffering-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["buffering-header", "buffering-metric", "buffering-progress", "buffering-context"]
+        },
+        {
+          "id": "buffering-header",
+          "component": "CardHeader",
+          "title": "⏳ Buffering Rate",
+          "subtitle": "Percentage of sessions with buffering events > 2s"
+        },
+        {
+          "id": "buffering-metric",
+          "component": "TextContent",
+          "text": "# 1.7%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "buffering-progress",
+          "component": "Progress",
+          "value": 1.7,
+          "label": "Target: < 2.0%"
+        },
+        {
+          "id": "buffering-context",
+          "component": "TextContent",
+          "text": "✅ Within SLA · Down from 2.3% last week · Worst region: APAC (2.8%)",
+          "size": "small"
+        },
+        {
+          "id": "recs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["recs-header", "recs-metric", "recs-progress", "recs-breakdown"]
+        },
+        {
+          "id": "recs-header",
+          "component": "CardHeader",
+          "title": "🎯 Recommendation Click-Through Rate",
+          "subtitle": "How often users act on recommendations"
+        },
+        {
+          "id": "recs-metric",
+          "component": "TextContent",
+          "text": "# 23.4%",
+          "size": "large-heavy"
+        },
+        {
+          "id": "recs-progress",
+          "component": "Progress",
+          "value": 23.4,
+          "label": "Industry benchmark: ~18%"
+        },
+        {
+          "id": "recs-breakdown",
+          "component": "Table",
+          "columns": ["recs-source-col", "recs-ctr-col", "recs-trend-col"]
+        },
+        { "id": "recs-source-col", "component": "Col", "label": "Source", "data": ["Home Row", "Because You Watched", "Trending Now", "New Releases", "Top Picks For You"] },
+        { "id": "recs-ctr-col", "component": "Col", "label": "CTR", "data": ["28.1%", "31.5%", "19.2%", "22.7%", "26.3%"] },
+        { "id": "recs-trend-col", "component": "Col", "label": "Trend", "data": ["↑ +2.1%", "↑ +4.3%", "↓ -1.2%", "↑ +0.8%", "↑ +1.9%"] },
+        {
+          "id": "search-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["search-header", "search-metric", "search-table"]
+        },
+        {
+          "id": "search-header",
+          "component": "CardHeader",
+          "title": "🔍 Searches Without Playback",
+          "subtitle": "Dead-end searches in the last 7 days"
+        },
+        {
+          "id": "search-metric",
+          "component": "TextContent",
+          "text": "**8.2%** of all searches ended with no play action (↓ from 9.6% last week)",
+          "size": "default"
+        },
+        {
+          "id": "search-table",
+          "component": "Table",
+          "columns": ["search-query-col", "search-count-col", "search-rate-col"]
+        },
+        { "id": "search-query-col", "component": "Col", "label": "Top Dead-End Queries", "data": ["the office season 10", "avatar 3", "gta movie", "friends reunion 2", "squid game s3"] },
+        { "id": "search-count-col", "component": "Col", "label": "Searches", "data": ["48,200", "31,500", "22,800", "19,400", "17,100"] },
+        { "id": "search-rate-col", "component": "Col", "label": "No-Play Rate", "data": ["98%", "95%", "100%", "87%", "92%"] },
+        {
+          "id": "business-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["subs-card", "revenue-card", "device-card"]
+        },
+        {
+          "id": "subs-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["subs-header", "subs-chart"]
+        },
+        {
+          "id": "subs-header",
+          "component": "CardHeader",
+          "title": "📈 New Subscribers vs. Cancellations",
+          "subtitle": "Weekly comparison — last 8 weeks"
+        },
+        {
+          "id": "subs-chart",
+          "component": "BarChart",
+          "labels": ["Wk 18", "Wk 19", "Wk 20", "Wk 21", "Wk 22", "Wk 23", "Wk 24", "Wk 25"],
+          "series": ["subs-new-series", "subs-cancel-series"],
+          "variant": "grouped",
+          "xLabel": "Week",
+          "yLabel": "Count (thousands)"
+        },
+        { "id": "subs-new-series", "component": "Series", "category": "New Subs", "values": [124, 131, 118, 142, 155, 149, 162, 171] },
+        { "id": "subs-cancel-series", "component": "Series", "category": "Cancellations", "values": [67, 72, 65, 58, 61, 55, 52, 48] },
+        {
+          "id": "revenue-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["revenue-header", "revenue-chart"]
+        },
+        {
+          "id": "revenue-header",
+          "component": "CardHeader",
+          "title": "💵 Revenue Split by Plan",
+          "subtitle": "Current month MRR distribution"
+        },
+        {
+          "id": "revenue-chart",
+          "component": "PieChart",
+          "labels": ["Premium ($19.99)", "Standard ($13.99)", "Basic ($8.99)", "Ad-Supported ($5.99)"],
+          "values": [42, 31, 15, 12],
+          "variant": "donut"
+        },
+        {
+          "id": "device-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["device-header", "device-chart"]
+        },
+        {
+          "id": "device-header",
+          "component": "CardHeader",
+          "title": "📱 Viewing Split by Device",
+          "subtitle": "Share of total watch hours"
+        },
+        {
+          "id": "device-chart",
+          "component": "PieChart",
+          "labels": ["Smart TV", "Mobile", "Tablet", "Desktop", "Game Console", "Streaming Stick"],
+          "values": [38, 27, 12, 10, 8, 5],
+          "variant": "pie"
+        },
+        {
+          "id": "operations-grid",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "m",
+          "children": ["delivery-card", "flags-card", "promote-card"]
+        },
+        {
+          "id": "delivery-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["delivery-header", "delivery-table"]
+        },
+        {
+          "id": "delivery-header",
+          "component": "CardHeader",
+          "title": "🌐 Delivery Health by Region",
+          "subtitle": "CDN performance and error rates"
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": ["del-region-col", "del-uptime-col", "del-latency-col", "del-error-col", "del-status-col"]
+        },
+        { "id": "del-region-col", "component": "Col", "label": "Region", "data": ["North America", "EMEA", "APAC", "LATAM"] },
+        { "id": "del-uptime-col", "component": "Col", "label": "Uptime", "data": ["99.98%", "99.95%", "99.87%", "99.91%"] },
+        { "id": "del-latency-col", "component": "Col", "label": "Avg Latency", "data": ["42ms", "58ms", "87ms", "73ms"] },
+        { "id": "del-error-col", "component": "Col", "label": "Error Rate", "data": ["0.02%", "0.05%", "0.13%", "0.09%"] },
+        { "id": "del-status-col", "component": "Col", "label": "Status", "data": ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy"] },
+        {
+          "id": "flags-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["flags-header", "flags-switches"]
+        },
+        {
+          "id": "flags-header",
+          "component": "CardHeader",
+          "title": "🚩 Feature Flags",
+          "subtitle": "Toggle experimental features per environment"
+        },
+        {
+          "id": "flags-switches",
+          "component": "SwitchGroup",
+          "name": "feature-flags",
+          "variant": "card",
+          "items": ["flag-1", "flag-2", "flag-3", "flag-4", "flag-5", "flag-6"]
+        },
+        { "id": "flag-1", "component": "SwitchItem", "name": "new-player-ui", "label": "New Player UI", "description": "Redesigned video player with chapter markers", "defaultChecked": true },
+        { "id": "flag-2", "component": "SwitchItem", "name": "ai-recs-v3", "label": "AI Recommendations v3", "description": "Updated ML model for personalized suggestions", "defaultChecked": true },
+        { "id": "flag-3", "component": "SwitchItem", "name": "live-sports", "label": "Live Sports Integration", "description": "Real-time sports streaming with stats overlay", "defaultChecked": false },
+        { "id": "flag-4", "component": "SwitchItem", "name": "social-watch", "label": "Social Watch Party", "description": "Synchronized viewing with chat", "defaultChecked": false },
+        { "id": "flag-5", "component": "SwitchItem", "name": "hdr-auto", "label": "Auto HDR Detection", "description": "Automatically switch to HDR when display supports it", "defaultChecked": true },
+        { "id": "flag-6", "component": "SwitchItem", "name": "download-smart", "label": "Smart Downloads", "description": "Pre-download next episode on WiFi", "defaultChecked": true },
+        {
+          "id": "promote-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["promote-header", "promote-form"]
+        },
+        {
+          "id": "promote-header",
+          "component": "CardHeader",
+          "title": "📣 Promote Title on Home Screen",
+          "subtitle": "Feature a title in the hero banner or top row"
+        },
+        {
+          "id": "promote-form",
+          "component": "Form",
+          "name": "promote-title",
+          "fields": ["promote-title-input", "promote-placement-select", "promote-priority-input", "promote-notes-input"],
+          "buttons": "promote-buttons"
+        },
+        {
+          "id": "promote-title-input",
+          "component": "FormControl",
+          "label": "Title to Promote",
+          "input": "promote-title-field",
+          "hint": "Enter the exact title name"
+        },
+        {
+          "id": "promote-title-field",
+          "component": "Input",
+          "name": "title",
+          "placeholder": "e.g. The Last Frontier S3",
+          "type": "text"
+        },
+        {
+          "id": "promote-placement-select",
+          "component": "FormControl",
+          "label": "Placement",
+          "input": "promote-placement-field"
+        },
+        {
+          "id": "promote-placement-field",
+          "component": "Select",
+          "name": "placement",
+          "placeholder": "Select placement",
+          "items": ["place-hero", "place-top-row", "place-continue", "place-new-badge"]
+        },
+        { "id": "place-hero", "component": "SelectItem", "value": "hero", "label": "🖼️ Hero Banner" },
+        { "id": "place-top-row", "component": "SelectItem", "value": "top_row", "label": "📌 Top Row" },
+        { "id": "place-continue", "component": "SelectItem", "value": "continue", "label": "▶️ Continue Watching Boost" },
+        { "id": "place-new-badge", "component": "SelectItem", "value": "badge", "label": "🏷️ 'New' Badge Only" },
+        {
+          "id": "promote-priority-input",
+          "component": "FormControl",
+          "label": "Priority (1 = highest)",
+          "input": "promote-priority-field"
+        },
+        {
+          "id": "promote-priority-field",
+          "component": "Input",
+          "name": "priority",
+          "placeholder": "1",
+          "type": "number"
+        },
+        {
+          "id": "promote-notes-input",
+          "component": "FormControl",
+          "label": "Notes (optional)",
+          "input": "promote-notes-field"
+        },
+        {
+          "id": "promote-notes-field",
+          "component": "TextArea",
+          "name": "notes",
+          "placeholder": "Reason for promotion, campaign tie-in, etc.",
+          "rows": 2
+        },
+        {
+          "id": "promote-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["promote-submit-btn", "promote-preview-btn"]
+        },
+        {
+          "id": "promote-submit-btn",
+          "component": "Button",
+          "label": "🚀 Promote Now",
+          "variant": "primary",
+          "size": "medium"
+        },
+        {
+          "id": "promote-preview-btn",
+          "component": "Button",
+          "label": "👁️ Preview",
+          "variant": "secondary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..69ea641b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,515 @@
+Here's a comprehensive streaming operations dashboard covering all 16 items:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "streaming-ops-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#6C5CE7",
+        "agentDisplayName": "StreamOps"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "streaming-ops-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["header", "tabs"],
+          "direction": "column",
+          "gap": "m"
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "🎬 Streaming Operations Center",
+          "subtitle": "Real-time monitoring & management"
+        },
+        {
+          "id": "tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-subs", "tab-perf", "tab-content", "tab-ops"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "📊 Overview",
+          "content": ["viewers-card", "watch-time-chart", "top-titles-chart"]
+        },
+        {
+          "id": "viewers-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["viewers-label", "viewers-number"],
+          "direction": "column",
+          "gap": "xs",
+          "align": "center"
+        },
+        {
+          "id": "viewers-label",
+          "component": "TextContent",
+          "text": "👁️ Viewers Watching Right Now",
+          "size": "small"
+        },
+        {
+          "id": "viewers-number",
+          "component": "TextContent",
+          "text": "**2,847,391** concurrent viewers",
+          "size": "large-heavy"
+        },
+        {
+          "id": "watch-time-chart",
+          "component": "AreaChart",
+          "labels": ["Jun 1", "Jun 5", "Jun 9", "Jun 13", "Jun 17", "Jun 21", "Jun 25", "Jun 29"],
+          "series": ["watch-time-series"],
+          "xLabel": "Date",
+          "yLabel": "Hours (millions)"
+        },
+        {
+          "id": "watch-time-series",
+          "component": "Series",
+          "category": "Total Watch Time",
+          "values": [412, 438, 425, 461, 478, 502, 489, 514]
+        },
+        {
+          "id": "top-titles-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["The Last Frontier S2", "Midnight Protocol", "Echoes of Tomorrow", "Crimson Tide Rising", "The Quiet Garden"],
+          "series": ["top-titles-series"],
+          "xLabel": "Hours Watched (millions)"
+        },
+        {
+          "id": "top-titles-series",
+          "component": "Series",
+          "category": "Hours",
+          "values": [89.2, 74.5, 63.1, 55.8, 48.3]
+        },
+        {
+          "id": "tab-subs",
+          "component": "TabItem",
+          "value": "subscribers",
+          "trigger": "💳 Subscribers & Revenue",
+          "content": ["subs-chart", "revenue-chart", "device-chart"]
+        },
+        {
+          "id": "subs-chart",
+          "component": "BarChart",
+          "labels": ["Jan", "Feb", "Mar", "Apr", "May", "Jun"],
+          "series": ["subs-new-series", "subs-cancel-series"],
+          "variant": "grouped",
+          "yLabel": "Thousands"
+        },
+        {
+          "id": "subs-new-series",
+          "component": "Series",
+          "category": "New Subscribers",
+          "values": [342, 318, 365, 391, 410, 387]
+        },
+        {
+          "id": "subs-cancel-series",
+          "component": "Series",
+          "category": "Cancellations",
+          "values": [128, 142, 119, 135, 122, 131]
+        },
+        {
+          "id": "revenue-chart",
+          "component": "PieChart",
+          "labels": ["Premium ($19.99)", "Standard ($13.99)", "Basic ($8.99)", "Ad-Supported ($5.99)"],
+          "values": [38, 31, 19, 12],
+          "variant": "donut"
+        },
+        {
+          "id": "device-chart",
+          "component": "PieChart",
+          "labels": ["Smart TV", "Mobile", "Tablet", "Desktop", "Game Console", "Streaming Stick"],
+          "values": [34, 27, 12, 11, 9, 7],
+          "variant": "donut"
+        },
+        {
+          "id": "tab-perf",
+          "component": "TabItem",
+          "value": "performance",
+          "trigger": "⚡ Performance",
+          "content": ["buffering-section", "delivery-table", "genre-radar"]
+        },
+        {
+          "id": "buffering-section",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["buffering-label", "buffering-progress"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "buffering-label",
+          "component": "TextContent",
+          "text": "🔄 Global Buffering Rate (target: < 1.0%)",
+          "size": "small"
+        },
+        {
+          "id": "buffering-progress",
+          "component": "Progress",
+          "value": 0.73,
+          "label": "0.73% — within target"
+        },
+        {
+          "id": "delivery-table",
+          "component": "Table",
+          "columns": ["delivery-region-col", "delivery-status-col", "delivery-latency-col", "delivery-uptime-col"]
+        },
+        {
+          "id": "delivery-region-col",
+          "component": "Col",
+          "label": "Region",
+          "data": ["North America", "Europe", "Asia-Pacific", "Latin America", "Middle East & Africa"]
+        },
+        {
+          "id": "delivery-status-col",
+          "component": "Col",
+          "label": "Status",
+          "data": ["✅ Healthy", "✅ Healthy", "⚠️ Degraded", "✅ Healthy", "⚠️ Degraded"]
+        },
+        {
+          "id": "delivery-latency-col",
+          "component": "Col",
+          "label": "Avg Latency",
+          "data": ["42ms", "58ms", "112ms", "67ms", "95ms"]
+        },
+        {
+          "id": "delivery-uptime-col",
+          "component": "Col",
+          "label": "Uptime (30d)",
+          "data": ["99.98%", "99.95%", "99.72%", "99.91%", "99.68%"]
+        },
+        {
+          "id": "genre-radar",
+          "component": "RadarChart",
+          "labels": ["Drama", "Comedy", "Action", "Documentary", "Horror", "Sci-Fi"],
+          "series": ["genre-engagement-series", "genre-completion-series"]
+        },
+        {
+          "id": "genre-engagement-series",
+          "component": "Series",
+          "category": "Engagement Score",
+          "values": [88, 76, 82, 64, 71, 79]
+        },
+        {
+          "id": "genre-completion-series",
+          "component": "Series",
+          "category": "Completion Rate %",
+          "values": [72, 81, 68, 85, 62, 74]
+        },
+        {
+          "id": "tab-content",
+          "component": "TabItem",
+          "value": "content",
+          "trigger": "🎬 Content & Engagement",
+          "content": ["releases-list", "licenses-table", "rec-ctr-card", "zero-search-callout"]
+        },
+        {
+          "id": "releases-list",
+          "component": "ListBlock",
+          "items": ["release-1", "release-2", "release-3", "release-4"],
+          "variant": "number"
+        },
+        {
+          "id": "release-1",
+          "component": "ListItem",
+          "title": "The Last Frontier S3",
+          "subtitle": "Jul 12 • Drama/Thriller • 8 episodes"
+        },
+        {
+          "id": "release-2",
+          "component": "ListItem",
+          "title": "Neon Nights",
+          "subtitle": "Jul 18 • Sci-Fi • Film"
+        },
+        {
+          "id": "release-3",
+          "component": "ListItem",
+          "title": "Comedy Central Live",
+          "subtitle": "Jul 22 • Comedy Special • Live event"
+        },
+        {
+          "id": "release-4",
+          "component": "ListItem",
+          "title": "Ocean's Whisper",
+          "subtitle": "Jul 28 • Documentary • 4 episodes"
+        },
+        {
+          "id": "licenses-table",
+          "component": "Table",
+          "columns": ["lic-title-col", "lic-expiry-col", "lic-days-col", "lic-status-col"]
+        },
+        {
+          "id": "lic-title-col",
+          "component": "Col",
+          "label": "Title",
+          "data": ["Breaking Point", "The Office (US)", "Interstellar", "Stranger Worlds S1-2"]
+        },
+        {
+          "id": "lic-expiry-col",
+          "component": "Col",
+          "label": "Expiry Date",
+          "data": ["Jul 8, 2025", "Jul 15, 2025", "Jul 22, 2025", "Aug 1, 2025"]
+        },
+        {
+          "id": "lic-days-col",
+          "component": "Col",
+          "label": "Days Left",
+          "data": ["4", "11", "18", "28"]
+        },
+        {
+          "id": "lic-status-col",
+          "component": "Col",
+          "label": "Renewal",
+          "data": ["🔴 Not renewed", "🟡 In negotiation", "🟢 Renewed", "🟡 In negotiation"]
+        },
+        {
+          "id": "rec-ctr-card",
+          "component": "Card",
+          "variant": "sunk",
+          "children": ["rec-ctr-label", "rec-ctr-progress"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "rec-ctr-label",
+          "component": "TextContent",
+          "text": "🎯 Recommendation Click-Through Rate",
+          "size": "small"
+        },
+        {
+          "id": "rec-ctr-progress",
+          "component": "Progress",
+          "value": 23.4,
+          "label": "23.4% CTR (↑ 2.1% vs last month)"
+        },
+        {
+          "id": "zero-search-callout",
+          "component": "TextCallout",
+          "variant": "warning",
+          "title": "Zero-Result Searches",
+          "description": "14.2% of searches ended without playback this week. Top missed queries: \"anime dub\", \"4K nature docs\", \"Korean thriller 2025\". Consider content acquisition or improved metadata tagging."
+        },
+        {
+          "id": "tab-ops",
+          "component": "TabItem",
+          "value": "operations",
+          "trigger": "🛠️ Operations",
+          "content": ["region-select-control", "feature-flags-group", "promote-dialog"]
+        },
+        {
+          "id": "region-select-control",
+          "component": "FormControl",
+          "label": "🌍 Focus Region",
+          "input": "region-select-input",
+          "hint": "Filters all metrics to the selected region"
+        },
+        {
+          "id": "region-select-input",
+          "component": "Select",
+          "name": "region",
+          "placeholder": "Select a region…",
+          "items": ["region-na", "region-eu", "region-apac", "region-latam", "region-mea"],
+          "value": "all"
+        },
+        {
+          "id": "region-na",
+          "component": "SelectItem",
+          "value": "na",
+          "label": "North America"
+        },
+        {
+          "id": "region-eu",
+          "component": "SelectItem",
+          "value": "eu",
+          "label": "Europe"
+        },
+        {
+          "id": "region-apac",
+          "component": "SelectItem",
+          "value": "apac",
+          "label": "Asia-Pacific"
+        },
+        {
+          "id": "region-latam",
+          "component": "SelectItem",
+          "value": "latam",
+          "label": "Latin America"
+        },
+        {
+          "id": "region-mea",
+          "component": "SelectItem",
+          "value": "mea",
+          "label": "Middle East & Africa"
+        },
+        {
+          "id": "feature-flags-group",
+          "component": "SwitchGroup",
+          "name": "feature_flags",
+          "variant": "card",
+          "items": ["flag-adaptive-bitrate", "flag-new-ui", "flag-social", "flag-ai-recs", "flag-offline"]
+        },
+        {
+          "id": "flag-adaptive-bitrate",
+          "component": "SwitchItem",
+          "name": "adaptive_bitrate_v2",
+          "label": "Adaptive Bitrate v2",
+          "description": "Next-gen ABR algorithm with ML-based prediction",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag-new-ui",
+          "component": "SwitchItem",
+          "name": "new_player_ui",
+          "label": "New Player UI",
+          "description": "Redesigned video player with gesture controls",
+          "defaultChecked": false
+        },
+        {
+          "id": "flag-social",
+          "component": "SwitchItem",
+          "name": "social_watch_party",
+          "label": "Social Watch Party",
+          "description": "Synchronized viewing with friends (beta)",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag-ai-recs",
+          "component": "SwitchItem",
+          "name": "ai_recommendations_v3",
+          "label": "AI Recommendations v3",
+          "description": "Transformer-based personalization engine",
+          "defaultChecked": true
+        },
+        {
+          "id": "flag-offline",
+          "component": "SwitchItem",
+          "name": "smart_offline",
+          "label": "Smart Offline Downloads",
+          "description": "Auto-download predicted content during off-peak",
+          "defaultChecked": false
+        },
+        {
+          "id": "promote-dialog",
+          "component": "DialogBlock",
+          "triggerLabel": "📣 Promote Title on Home Screen",
+          "title": "Promote a Title",
+          "description": "Feature a title in the hero banner or trending row on the home screen.",
+          "content": ["promote-form"]
+        },
+        {
+          "id": "promote-form",
+          "component": "Form",
+          "name": "promote_title",
+          "fields": ["promote-title-field", "promote-position-field", "promote-duration-field"],
+          "buttons": "promote-buttons"
+        },
+        {
+          "id": "promote-title-field",
+          "component": "FormControl",
+          "label": "Title to Promote",
+          "input": "promote-title-input",
+          "hint": "Search or enter the exact title name"
+        },
+        {
+          "id": "promote-title-input",
+          "component": "Input",
+          "name": "title",
+          "placeholder": "e.g., The Last Frontier S3",
+          "type": "text",
+          "rules": [{"required": true, "message": "Title is required"}]
+        },
+        {
+          "id": "promote-position-field",
+          "component": "FormControl",
+          "label": "Placement",
+          "input": "promote-position-select"
+        },
+        {
+          "id": "promote-position-select",
+          "component": "Select",
+          "name": "position",
+          "items": ["pos-hero", "pos-trending", "pos-new-row"],
+          "value": "hero"
+        },
+        {
+          "id": "pos-hero",
+          "component": "SelectItem",
+          "value": "hero",
+          "label": "Hero Banner (top of home)"
+        },
+        {
+          "id": "pos-trending",
+          "component": "SelectItem",
+          "value": "trending",
+          "label": "Trending Now Row"
+        },
+        {
+          "id": "pos-new-row",
+          "component": "SelectItem",
+          "value": "new_releases",
+          "label": "New Releases Row"
+        },
+        {
+          "id": "promote-duration-field",
+          "component": "FormControl",
+          "label": "Duration (days)",
+          "input": "promote-duration-input",
+          "hint": "How long the promotion should run"
+        },
+        {
+          "id": "promote-duration-input",
+          "component": "Input",
+          "name": "duration",
+          "placeholder": "e.g., 7",
+          "type": "number",
+          "rules": [{"required": true, "message": "Duration is required"}]
+        },
+        {
+          "id": "promote-buttons",
+          "component": "Buttons",
+          "buttons": ["promote-submit-btn"],
+          "direction": "row"
+        },
+        {
+          "id": "promote-submit-btn",
+          "component": "Button",
+          "label": "🚀 Promote Now",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements across 5 organized tabs:
+
+| # | Requirement | Location |
+|---|---|---|
+| 1 | Viewers right now | Overview → large metric card |
+| 2 | Most-watched titles + hours | Overview → horizontal bar chart |
+| 3 | Watch time (past month) | Overview → area chart |
+| 4 | New subs vs cancellations | Subscribers → grouped bar chart |
+| 5 | Performance by genre | Performance → radar chart |
+| 6 | Buffering rate | Performance → progress bar |
+| 7 | Delivery health by region | Performance → table with status/latency/uptime |
+| 8 | Releases this month | Content → numbered list |
+| 9 | Licenses expiring | Content → table with urgency indicators |
+| 10 | Recommendation CTR | Content → progress bar |
+| 11 | Zero-result searches | Content → warning callout |
+| 12 | Revenue by plan | Subscribers → donut chart |
+| 13 | Viewing by device | Subscribers → donut chart |
+| 14 | Region focus | Operations → dropdown selector |
+| 15 | Feature flags | Operations → switch group with states |
+| 16 | Promote a title | Operations → dialog with form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..93a03d5c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,118 @@
+Here's a comprehensive streaming operations dashboard covering all 16 requirements:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"streaming-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6C5CE7"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"streaming-ops","components":[
+    {"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header-card","main-tabs"]},
+
+    {"id":"header-card","component":"Card","direction":"row","gap":"m","align":"center","justify":"between","children":["header-title","region-control"]},
+    {"id":"header-title","component":"Heading","text":"🎬 Streaming Ops Center","level":"h1"},
+    {"id":"region-control","component":"FormControl","label":"Region Focus","input":"region-select"},
+    {"id":"region-select","component":"Select","name":"region","placeholder":"All Regions","items":["region-item-all","region-item-na","region-item-eu","region-item-apac","region-item-latam"]},
+    {"id":"region-item-all","component":"SelectItem","value":"all","label":"🌍 All Regions"},
+    {"id":"region-item-na","component":"SelectItem","value":"na","label":"🇺🇸 North America"},
+    {"id":"region-item-eu","component":"SelectItem","value":"eu","label":"🇪🇺 Europe"},
+    {"id":"region-item-apac","component":"SelectItem","value":"apac","label":"🌏 Asia-Pacific"},
+    {"id":"region-item-latam","component":"SelectItem","value":"latam","label":"🌎 Latin America"},
+
+    {"id":"main-tabs","component":"Tabs","items":["tab-live","tab-content","tab-growth","tab-infra"]},
+
+    {"id":"tab-live","component":"TabItem","value":"live","trigger":"📡 Live Metrics","content":["live-metrics-row","watch-time-area"]},
+    {"id":"live-metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["metric-viewers","metric-buffering","metric-rec-ctr","metric-zero-play"]},
+    {"id":"metric-viewers","component":"Card","direction":"column","align":"center","gap":"xs","children":["viewers-value","viewers-label"]},
+    {"id":"viewers-value","component":"TextContent","text":"2.4M","size":"large-heavy"},
+    {"id":"viewers-label","component":"Label","text":"Viewers Now"},
+    {"id":"metric-buffering","component":"Card","direction":"column","align":"center","gap":"xs","children":["buffering-value","buffering-label"]},
+    {"id":"buffering-value","component":"TextContent","text":"1.2%","size":"large-heavy"},
+    {"id":"buffering-label","component":"Label","text":"Buffering Rate"},
+    {"id":"metric-rec-ctr","component":"Card","direction":"column","align":"center","gap":"xs","children":["rec-ctr-value","rec-ctr-label"]},
+    {"id":"rec-ctr-value","component":"TextContent","text":"34.7%","size":"large-heavy"},
+    {"id":"rec-ctr-label","component":"Label","text":"Recommendation CTR"},
+    {"id":"metric-zero-play","component":"Card","direction":"column","align":"center","gap":"xs","children":["zero-play-value","zero-play-label"]},
+    {"id":"zero-play-value","component":"TextContent","text":"8.3%","size":"large-heavy"},
+    {"id":"zero-play-label","component":"Label","text":"Zero-Playback Searches"},
+    {"id":"watch-time-area","component":"AreaChart","labels":["Jun 1","Jun 3","Jun 5","Jun 7","Jun 9","Jun 11","Jun 13","Jun 15","Jun 17","Jun 19","Jun 21","Jun 23","Jun 25","Jun 27","Jun 29"],"series":["watch-series"],"xLabel":"Date","yLabel":"Hours (M)"},
+    {"id":"watch-series","component":"Series","category":"Watch Time","values":[42,44,41,47,52,55,49,53,58,61,57,63,66,62,68]},
+
+    {"id":"tab-content","component":"TabItem","value":"content","trigger":"🎞️ Content & Licensing","content":["content-grid","releases-section","licenses-section","promote-dialog"]},
+    {"id":"content-grid","component":"Card","variant":"clear","direction":"row","gap":"m","children":["most-watched-card","genre-card"]},
+    {"id":"most-watched-card","component":"Card","direction":"column","gap":"s","children":["most-watched-title","most-watched"]},
+    {"id":"most-watched-title","component":"Heading","text":"Most-Watched Titles","level":"h3"},
+    {"id":"most-watched","component":"HorizontalBarChart","labels":["The Last Frontier","Dark Tides","Neon Nights","Crown of Ash","Silent Echo"],"series":["watched-series"],"xLabel":"Hours (M)"},
+    {"id":"watched-series","component":"Series","category":"Hours Watched","values":[18.2,15.7,14.1,12.8,11.3]},
+    {"id":"genre-card","component":"Card","direction":"column","gap":"s","children":["genre-title","genre-radar"]},
+    {"id":"genre-title","component":"Heading","text":"Performance by Genre","level":"h3"},
+    {"id":"genre-radar","component":"RadarChart","labels":["Drama","Thriller","Comedy","Sci-Fi","Documentary","Romance"],"series":["genre-series"]},
+    {"id":"genre-series","component":"Series","category":"Engagement Score","values":[88,92,74,81,67,72]},
+    {"id":"releases-section","component":"Card","direction":"column","gap":"s","children":["releases-title","releases-list"]},
+    {"id":"releases-title","component":"Heading","text":"🗓️ Releases This Month","level":"h3"},
+    {"id":"releases-list","component":"ListBlock","variant":"number","items":["release-1","release-2","release-3","release-4","release-5"]},
+    {"id":"release-1","component":"ListItem","title":"The Last Frontier S2","subtitle":"Jul 3 · Drama · 8 episodes"},
+    {"id":"release-2","component":"ListItem","title":"Neon Nights: Origins","subtitle":"Jul 8 · Sci-Fi · Film"},
+    {"id":"release-3","component":"ListItem","title":"Comedy Central Live","subtitle":"Jul 12 · Comedy · Special"},
+    {"id":"release-4","component":"ListItem","title":"Dark Tides S3","subtitle":"Jul 18 · Thriller · 10 episodes"},
+    {"id":"release-5","component":"ListItem","title":"Planet Deep","subtitle":"Jul 25 · Documentary · 6 episodes"},
+    {"id":"licenses-section","component":"Card","direction":"column","gap":"s","children":["licenses-title","licenses-table"]},
+    {"id":"licenses-title","component":"Heading","text":"⚠️ Licenses Expiring Soon","level":"h3"},
+    {"id":"licenses-table","component":"Table","columns":["lic-title-col","lic-holder-col","lic-expiry-col","lic-days-col"]},
+    {"id":"lic-title-col","component":"Col","label":"Title","data":["Friends","The Office","Breaking Bad","Stranger Things","The Crown"],"type":"string"},
+    {"id":"lic-holder-col","component":"Col","label":"Licensor","data":["Warner Bros","NBC Universal","Sony Pictures","Netflix Original","Left Bank"],"type":"string"},
+    {"id":"lic-expiry-col","component":"Col","label":"Expiry Date","data":["Jul 5, 2025","Jul 12, 2025","Jul 19, 2025","Aug 1, 2025","Aug 8, 2025"],"type":"string"},
+    {"id":"lic-days-col","component":"Col","label":"Days Left","data":[4,11,18,26,33],"type":"number"},
+    {"id":"promote-dialog","component":"DialogBlock","triggerLabel":"🚀 Promote Title on Home Screen","title":"Promote a Title","description":"Select a title to feature on the home screen carousel.","content":["promote-form"]},
+    {"id":"promote-form","component":"Form","name":"promote-title","buttons":"promote-buttons","fields":["promote-title-field","promote-position-field","promote-date-field"]},
+    {"id":"promote-title-field","component":"FormControl","label":"Title to Promote","input":"promote-title-input"},
+    {"id":"promote-title-input","component":"Select","name":"title","placeholder":"Choose a title...","items":["pt-1","pt-2","pt-3","pt-4","pt-5"]},
+    {"id":"pt-1","component":"SelectItem","value":"last-frontier","label":"The Last Frontier S2"},
+    {"id":"pt-2","component":"SelectItem","value":"neon-nights","label":"Neon Nights: Origins"},
+    {"id":"pt-3","component":"SelectItem","value":"dark-tides","label":"Dark Tides S3"},
+    {"id":"pt-4","component":"SelectItem","value":"planet-deep","label":"Planet Deep"},
+    {"id":"pt-5","component":"SelectItem","value":"comedy-live","label":"Comedy Central Live"},
+    {"id":"promote-position-field","component":"FormControl","label":"Carousel Position","input":"promote-position-input"},
+    {"id":"promote-position-input","component":"Select","name":"position","items":["pos-1","pos-2","pos-3"]},
+    {"id":"pos-1","component":"SelectItem","value":"1","label":"Slot 1 (Hero)"},
+    {"id":"pos-2","component":"SelectItem","value":"2","label":"Slot 2"},
+    {"id":"pos-3","component":"SelectItem","value":"3","label":"Slot 3"},
+    {"id":"promote-date-field","component":"FormControl","label":"Go-Live Date","input":"promote-date-input"},
+    {"id":"promote-date-input","component":"DatePicker","name":"goLive"},
+    {"id":"promote-buttons","component":"Buttons","buttons":["promote-submit","promote-cancel"]},
+    {"id":"promote-submit","component":"Button","label":"Promote","variant":"primary"},
+    {"id":"promote-cancel","component":"Button","label":"Cancel","variant":"secondary"},
+
+    {"id":"tab-growth","component":"TabItem","value":"growth","trigger":"📈 Growth & Revenue","content":["growth-charts-row","revenue-device-row"]},
+    {"id":"growth-charts-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["subs-chart-card"]},
+    {"id":"subs-chart-card","component":"Card","direction":"column","gap":"s","children":["subs-title","subs-chart"]},
+    {"id":"subs-title","component":"Heading","text":"New Subscribers vs Cancellations","level":"h3"},
+    {"id":"subs-chart","component":"BarChart","labels":["Jan","Feb","Mar","Apr","May","Jun"],"series":["new-subs-series","cancel-series"],"variant":"grouped","xLabel":"Month","yLabel":"Thousands"},
+    {"id":"new-subs-series","component":"Series","category":"New Subscribers","values":[320,290,345,310,380,410]},
+    {"id":"cancel-series","component":"Series","category":"Cancellations","values":[180,195,170,210,185,160]},
+    {"id":"revenue-device-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revenue-card","device-card"]},
+    {"id":"revenue-card","component":"Card","direction":"column","gap":"s","children":["revenue-title","revenue-pie"]},
+    {"id":"revenue-title","component":"Heading","text":"Revenue by Plan","level":"h3"},
+    {"id":"revenue-pie","component":"PieChart","labels":["Premium ($19.99)","Standard ($13.99)","Basic ($8.99)","Ad-Supported ($5.99)"],"values":[42,31,17,10],"variant":"donut"},
+    {"id":"device-card","component":"Card","direction":"column","gap":"s","children":["device-title","device-pie"]},
+    {"id":"device-title","component":"Heading","text":"Viewing by Device","level":"h3"},
+    {"id":"device-pie","component":"PieChart","labels":["Smart TV","Mobile","Tablet","Desktop","Console","Other"],"values":[38,27,12,11,9,3],"variant":"pie"},
+
+    {"id":"tab-infra","component":"TabItem","value":"infra","trigger":"🛠️ Infrastructure & Ops","content":["region-health-card","feature-flags-card"]},
+    {"id":"region-health-card","component":"Card","direction":"column","gap":"s","children":["region-health-title","region-table"]},
+    {"id":"region-health-title","component":"Heading","text":"Delivery Health by Region","level":"h3"},
+    {"id":"region-table","component":"Table","columns":["region-col","uptime-col","latency-col","cdn-col","status-col"]},
+    {"id":"region-col","component":"Col","label":"Region","data":["North America","Europe","Asia-Pacific","Latin America","Middle East"],"type":"string"},
+    {"id":"uptime-col","component":"Col","label":"Uptime","data":["99.97%","99.94%","99.91%","99.88%","99.85%"],"type":"string"},
+    {"id":"latency-col","component":"Col","label":"Avg Latency","data":["42ms","58ms","73ms","89ms","95ms"],"type":"string"},
+    {"id":"cdn-col","component":"Col","label":"CDN Hit Rate","data":["97.2%","96.8%","95.1%","94.3%","93.7%"],"type":"string"},
+    {"id":"status-col","component":"Col","label":"Status","data":["✅ Healthy","✅ Healthy","⚠️ Degraded","✅ Healthy","⚠️ Degraded"],"type":"string"},
+    {"id":"feature-flags-card","component":"Card","direction":"column","gap":"s","children":["flags-title","feature-flags"]},
+    {"id":"flags-title","component":"Heading","text":"Feature Flags","level":"h3"},
+    {"id":"feature-flags","component":"SwitchGroup","name":"featureFlags","variant":"card","items":["flag-1","flag-2","flag-3","flag-4","flag-5","flag-6"]},
+    {"id":"flag-1","component":"SwitchItem","name":"new-player-ui","label":"New Player UI","description":"Redesigned video player with picture-in-picture","defaultChecked":true},
+    {"id":"flag-2","component":"SwitchItem","name":"ai-recs-v2","label":"AI Recommendations v2","description":"Next-gen recommendation engine using transformer model","defaultChecked":true},
+    {"id":"flag-3","component":"SwitchItem","name":"live-sports","label":"Live Sports Module","description":"Real-time sports streaming with multi-cam","defaultChecked":false},
+    {"id":"flag-4","component":"SwitchItem","name":"downloads-offline","label":"Offline Downloads","description":"Allow downloads for offline viewing on mobile","defaultChecked":true},
+    {"id":"flag-5","component":"SwitchItem","name":"spatial-audio","label":"Spatial Audio","description":"Dolby Atmos and spatial audio support","defaultChecked":false},
+    {"id":"flag-6","component":"SwitchItem","name":"watch-parties","label":"Watch Parties","description":"Synchronized group viewing with chat","defaultChecked":false}
+  ]}}
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..618fe45f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r1.txt
@@ -0,0 +1,168 @@
+Here's a comprehensive university administrator dashboard covering all 16 items, organized into logical tabs for easy navigation:
+
+<a2ui-json>
+[
+  {"version":"v0.9","createSurface":{"surfaceId":"university-admin-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1B3A6B","agentDisplayName":"University Admin Portal"}}},
+  {"version":"v0.9","updateComponents":{"surfaceId":"university-admin-dashboard","components":[
+    {"id":"root","component":"Card","children":["header","dept-control","main-tabs"],"direction":"column","gap":"m"},
+    {"id":"header","component":"CardHeader","title":"University Administrator Dashboard","subtitle":"Fall 2024 Semester Overview"},
+    {"id":"dept-control","component":"FormControl","label":"Focus on Department","input":"dept-select","hint":"Select a department to filter all metrics below"},
+    {"id":"dept-select","component":"Select","name":"department","placeholder":"All Departments","items":["dept-item-1","dept-item-2","dept-item-3","dept-item-4","dept-item-5","dept-item-6"]},
+    {"id":"dept-item-1","component":"SelectItem","value":"cs","label":"Computer Science"},
+    {"id":"dept-item-2","component":"SelectItem","value":"bio","label":"Biology"},
+    {"id":"dept-item-3","component":"SelectItem","value":"eng","label":"English"},
+    {"id":"dept-item-4","component":"SelectItem","value":"math","label":"Mathematics"},
+    {"id":"dept-item-5","component":"SelectItem","value":"bus","label":"Business Administration"},
+    {"id":"dept-item-6","component":"SelectItem","value":"nurs","label":"Nursing"},
+
+    {"id":"main-tabs","component":"Tabs","items":["tab-overview","tab-enrollment","tab-academics","tab-campus","tab-actions"]},
+
+    {"id":"tab-overview","component":"TabItem","value":"overview","trigger":"Key Metrics","content":["overview-grid"]},
+    {"id":"overview-grid","component":"Card","children":["metric-acceptance","metric-tuition","metric-scholarship","metric-housing"],"direction":"column","gap":"m","variant":"clear"},
+
+    {"id":"metric-acceptance","component":"Card","children":["acceptance-header","acceptance-progress","acceptance-note"],"direction":"column","gap":"s"},
+    {"id":"acceptance-header","component":"Heading","text":"Acceptance Rate","level":"h3"},
+    {"id":"acceptance-progress","component":"Progress","value":34,"label":"34% of applicants admitted"},
+    {"id":"acceptance-note","component":"TextContent","text":"Down from 38% last cycle. Target range: 30–40%.","size":"small"},
+
+    {"id":"metric-tuition","component":"Card","children":["tuition-header","tuition-value","tuition-detail"],"direction":"column","gap":"s"},
+    {"id":"tuition-header","component":"Heading","text":"Tuition Revenue (FY 2024–25)","level":"h3"},
+    {"id":"tuition-value","component":"TextContent","text":"$142.6M","size":"large-heavy"},
+    {"id":"tuition-detail","component":"TextContent","text":"Projected: $148.0M · On track at 96.4% of annual target","size":"small"},
+
+    {"id":"metric-scholarship","component":"Card","children":["scholarship-header","scholarship-progress","scholarship-note"],"direction":"column","gap":"s"},
+    {"id":"scholarship-header","component":"Heading","text":"Scholarship Budget Utilization","level":"h3"},
+    {"id":"scholarship-progress","component":"Progress","value":72,"label":"$18.7M used of $26.0M total"},
+    {"id":"scholarship-note","component":"TextContent","text":"72% disbursed with one semester remaining. Pace is slightly above target.","size":"small"},
+
+    {"id":"metric-housing","component":"Card","children":["housing-header","housing-progress","housing-note"],"direction":"column","gap":"s"},
+    {"id":"housing-header","component":"Heading","text":"Housing Occupancy","level":"h3"},
+    {"id":"housing-progress","component":"Progress","value":94,"label":"94% — 4,812 of 5,120 beds occupied"},
+    {"id":"housing-note","component":"TextContent","text":"North Hall renovation reduces capacity by 200 beds next term.","size":"small"},
+
+    {"id":"tab-enrollment","component":"TabItem","value":"enrollment","trigger":"Enrollment & Admissions","content":["enrollment-content"]},
+    {"id":"enrollment-content","component":"Card","children":["enroll-title","enroll-chart","apps-title","apps-chart","waitlist-title","waitlist-table"],"direction":"column","gap":"m","variant":"clear"},
+
+    {"id":"enroll-title","component":"Heading","text":"Total Enrollment — 5-Year Trend","level":"h3"},
+    {"id":"enroll-chart","component":"AreaChart","labels":["2020","2021","2022","2023","2024"],"series":["enroll-series"],"xLabel":"Year","yLabel":"Students"},
+    {"id":"enroll-series","component":"Series","category":"Total Enrollment","values":[14200,14650,15100,15480,15920]},
+
+    {"id":"apps-title","component":"Heading","text":"Applications by Program","level":"h3"},
+    {"id":"apps-chart","component":"HorizontalBarChart","labels":["Computer Science","Business Admin","Nursing","Biology","Engineering","Psychology"],"series":["apps-series"],"xLabel":"Applications"},
+    {"id":"apps-series","component":"Series","category":"Applications Received","values":[4820,3950,3200,2870,2640,2410]},
+
+    {"id":"waitlist-title","component":"Heading","text":"Waitlisted Students per Program","level":"h3"},
+    {"id":"waitlist-table","component":"Table","columns":["wl-col-program","wl-col-waitlisted","wl-col-capacity","wl-col-pct"]},
+    {"id":"wl-col-program","component":"Col","label":"Program","data":["Computer Science","Nursing","Business Admin","Biology","Engineering","Psychology"],"type":"string"},
+    {"id":"wl-col-waitlisted","component":"Col","label":"Waitlisted","data":[312,245,198,156,134,89],"type":"number"},
+    {"id":"wl-col-capacity","component":"Col","label":"Program Capacity","data":[450,320,400,350,380,300],"type":"number"},
+    {"id":"wl-col-pct","component":"Col","label":"Waitlist / Capacity","data":["69%","77%","50%","45%","35%","30%"],"type":"string"},
+
+    {"id":"tab-academics","component":"TabItem","value":"academics","trigger":"Academics","content":["academics-content"]},
+    {"id":"academics-content","component":"Card","children":["course-full-title","course-full-chart","teach-load-title","teach-load-chart","risk-title","risk-table","sem-compare-title","sem-compare-table"],"direction":"column","gap":"m","variant":"clear"},
+
+    {"id":"course-full-title","component":"Heading","text":"Course Offering Fullness","level":"h3"},
+    {"id":"course-full-chart","component":"HorizontalBarChart","labels":["CS 101 – Intro to Programming","NURS 310 – Clinical Practicum","BUS 220 – Financial Accounting","MATH 240 – Linear Algebra","ENG 150 – Composition","BIO 201 – Genetics"],"series":["course-full-series"],"xLabel":"% Seats Filled"},
+    {"id":"course-full-series","component":"Series","category":"Occupancy %","values":[98,95,91,87,82,76]},
+
+    {"id":"teach-load-title","component":"Heading","text":"Teaching Load by Faculty (Credit Hours)","level":"h3"},
+    {"id":"teach-load-chart","component":"HorizontalBarChart","labels":["Dr. Patel","Dr. Nguyen","Dr. Okafor","Dr. Martinez","Dr. Kim","Dr. Johnson","Dr. Williams"],"series":["teach-load-series"],"xLabel":"Credit Hours"},
+    {"id":"teach-load-series","component":"Series","category":"Current Load","values":[15,14,12,12,11,9,9]},
+
+    {"id":"risk-title","component":"Heading","text":"Students at Academic Risk","level":"h3"},
+    {"id":"risk-table","component":"Table","columns":["risk-col-name","risk-col-id","risk-col-gpa","risk-col-status","risk-col-advisor"]},
+    {"id":"risk-col-name","component":"Col","label":"Student","data":["Maria Gonzalez","James Chen","Aisha Bello","Tyler Brooks","Sofia Petrov"],"type":"string"},
+    {"id":"risk-col-id","component":"Col","label":"ID","data":["S-20481","S-19834","S-21057","S-20293","S-21442"],"type":"string"},
+    {"id":"risk-col-gpa","component":"Col","label":"GPA","data":[1.42,1.68,1.71,1.85,1.91],"type":"number"},
+    {"id":"risk-col-status","component":"Col","label":"Status","data":["Probation","Probation","Warning","Warning","Warning"],"type":"string"},
+    {"id":"risk-col-advisor","component":"Col","label":"Assigned Advisor","data":["Dr. Patel","Dr. Kim","Dr. Okafor","Dr. Nguyen","Dr. Martinez"],"type":"string"},
+
+    {"id":"sem-compare-title","component":"Heading","text":"This Semester vs. Last Semester","level":"h3"},
+    {"id":"sem-compare-table","component":"Table","columns":["sem-col-metric","sem-col-last","sem-col-current","sem-col-change"]},
+    {"id":"sem-col-metric","component":"Col","label":"Metric","data":["Enrollment","Avg. Class Size","Retention Rate","GPA (all students)","Credits Completed","D/F/W Rate"],"type":"string"},
+    {"id":"sem-col-last","component":"Col","label":"Spring 2024","data":["15,480","28.3","91.2%","3.12","182,400","8.1%"],"type":"string"},
+    {"id":"sem-col-current","component":"Col","label":"Fall 2024","data":["15,920","29.1","92.0%","3.15","191,750","7.4%"],"type":"string"},
+    {"id":"sem-col-change","component":"Col","label":"Change","data":["+440 (+2.8%)","+0.8","+0.8 pp","+0.03","+9,350","−0.7 pp"],"type":"string"},
+
+    {"id":"tab-campus","component":"TabItem","value":"campus","trigger":"Campus & Alumni","content":["campus-content"]},
+    {"id":"campus-content","component":"Card","children":["events-title","events-list","alumni-title","alumni-chart"],"direction":"column","gap":"m","variant":"clear"},
+
+    {"id":"events-title","component":"Heading","text":"Campus Events — November 2024","level":"h3"},
+    {"id":"events-list","component":"ListBlock","variant":"number","items":["event-1","event-2","event-3","event-4","event-5","event-6"]},
+    {"id":"event-1","component":"ListItem","title":"Homecoming Weekend","subtitle":"Nov 2–4 · Main Quad & Stadium","actionLabel":"Details"},
+    {"id":"event-2","component":"ListItem","title":"Research Symposium","subtitle":"Nov 8 · Science Center Auditorium","actionLabel":"Details"},
+    {"id":"event-3","component":"ListItem","title":"Career Fair – STEM","subtitle":"Nov 12 · Student Union Ballroom","actionLabel":"Details"},
+    {"id":"event-4","component":"ListItem","title":"International Culture Night","subtitle":"Nov 15 · Global Commons","actionLabel":"Details"},
+    {"id":"event-5","component":"ListItem","title":"Thanksgiving Food Drive","subtitle":"Nov 18–22 · All Dining Halls","actionLabel":"Details"},
+    {"id":"event-6","component":"ListItem","title":"Winter Concert Series Kickoff","subtitle":"Nov 29 · Performing Arts Center","actionLabel":"Details"},
+
+    {"id":"alumni-title","component":"Heading","text":"Alumni Giving — Past 4 Years","level":"h3"},
+    {"id":"alumni-chart","component":"BarChart","labels":["2021","2022","2023","2024"],"series":["alumni-series"],"xLabel":"Year","yLabel":"Donations ($M)"},
+    {"id":"alumni-series","component":"Series","category":"Total Giving","values":[8.2,9.1,10.4,11.8]},
+
+    {"id":"tab-actions","component":"TabItem","value":"actions","trigger":"Actions","content":["actions-content"]},
+    {"id":"actions-content","component":"Card","children":["approve-section","msg-section"],"direction":"column","gap":"l","variant":"clear"},
+
+    {"id":"approve-section","component":"Card","children":["approve-header","approve-form"],"direction":"column","gap":"s"},
+    {"id":"approve-header","component":"Heading","text":"Approve a New Course","level":"h3"},
+    {"id":"approve-form","component":"Form","name":"approve-course","fields":["fc-course-code","fc-course-title","fc-dept","fc-credits","fc-instructor"],"buttons":"approve-buttons"},
+    {"id":"fc-course-code","component":"FormControl","label":"Course Code","input":"input-course-code"},
+    {"id":"input-course-code","component":"Input","name":"courseCode","placeholder":"e.g. CS 450","type":"text"},
+    {"id":"fc-course-title","component":"FormControl","label":"Course Title","input":"input-course-title"},
+    {"id":"input-course-title","component":"Input","name":"courseTitle","placeholder":"e.g. Machine Learning","type":"text"},
+    {"id":"fc-dept","component":"FormControl","label":"Department","input":"select-course-dept"},
+    {"id":"select-course-dept","component":"Select","name":"courseDept","placeholder":"Select department","items":["cd-1","cd-2","cd-3","cd-4","cd-5","cd-6"]},
+    {"id":"cd-1","component":"SelectItem","value":"cs","label":"Computer Science"},
+    {"id":"cd-2","component":"SelectItem","value":"bio","label":"Biology"},
+    {"id":"cd-3","component":"SelectItem","value":"eng","label":"English"},
+    {"id":"cd-4","component":"SelectItem","value":"math","label":"Mathematics"},
+    {"id":"cd-5","component":"SelectItem","value":"bus","label":"Business Administration"},
+    {"id":"cd-6","component":"SelectItem","value":"nurs","label":"Nursing"},
+    {"id":"fc-credits","component":"FormControl","label":"Credit Hours","input":"input-credits"},
+    {"id":"input-credits","component":"Input","name":"credits","placeholder":"3","type":"number"},
+    {"id":"fc-instructor","component":"FormControl","label":"Proposed Instructor","input":"input-instructor"},
+    {"id":"input-instructor","component":"Input","name":"instructor","placeholder":"e.g. Dr. Patel","type":"text"},
+    {"id":"approve-buttons","component":"Buttons","buttons":["btn-approve","btn-reject"],"direction":"row"},
+    {"id":"btn-approve","component":"Button","label":"Approve Course","variant":"primary","size":"medium"},
+    {"id":"btn-reject","component":"Button","label":"Reject","variant":"secondary","type":"destructive","size":"medium"},
+
+    {"id":"msg-section","component":"Card","children":["msg-header","msg-form"],"direction":"column","gap":"s"},
+    {"id":"msg-header","component":"Heading","text":"Send Message to Student Group","level":"h3"},
+    {"id":"msg-form","component":"Form","name":"send-message","fields":["fc-group","fc-subject","fc-body"],"buttons":"msg-buttons"},
+    {"id":"fc-group","component":"FormControl","label":"Recipient Group","input":"select-group"},
+    {"id":"select-group","component":"Select","name":"recipientGroup","placeholder":"Select a group","items":["grp-1","grp-2","grp-3","grp-4","grp-5"]},
+    {"id":"grp-1","component":"SelectItem","value":"all-students","label":"All Students"},
+    {"id":"grp-2","component":"SelectItem","value":"freshmen","label":"First-Year Students"},
+    {"id":"grp-3","component":"SelectItem","value":"seniors","label":"Seniors"},
+    {"id":"grp-4","component":"SelectItem","value":"intl","label":"International Students"},
+    {"id":"grp-5","component":"SelectItem","value":"at-risk","label":"Students at Academic Risk"},
+    {"id":"fc-subject","component":"FormControl","label":"Subject","input":"input-subject"},
+    {"id":"input-subject","component":"Input","name":"subject","placeholder":"Message subject","type":"text"},
+    {"id":"fc-body","component":"FormControl","label":"Message","input":"textarea-body"},
+    {"id":"textarea-body","component":"TextArea","name":"messageBody","placeholder":"Type your message here…","rows":5},
+    {"id":"msg-buttons","component":"Buttons","buttons":["btn-send"],"direction":"row"},
+    {"id":"btn-send","component":"Button","label":"Send Message","variant":"primary","size":"medium"}
+  ]}}
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Total enrollment + 5-year trend | **Enrollment tab** – Area chart |
+| 2 | Applications by program | **Enrollment tab** – Horizontal bar chart |
+| 3 | Acceptance rate | **Key Metrics tab** – Progress bar (34%) |
+| 4 | Tuition revenue | **Key Metrics tab** – $142.6M with projection |
+| 5 | Course offering fullness | **Academics tab** – Horizontal bar chart |
+| 6 | Teaching load by faculty | **Academics tab** – Horizontal bar chart |
+| 7 | Students at academic risk | **Academics tab** – Table with GPA, status, advisor |
+| 8 | Scholarship budget | **Key Metrics tab** – Progress (72% of $26M) |
+| 9 | Housing occupancy | **Key Metrics tab** – Progress (94%) |
+| 10 | Campus events this month | **Campus tab** – Numbered list |
+| 11 | Alumni giving (4 years) | **Campus tab** – Bar chart |
+| 12 | Department focus | **Top-level Select** dropdown |
+| 13 | Semester comparison | **Academics tab** – Side-by-side table |
+| 14 | Waitlisted per program | **Enrollment tab** – Table |
+| 15 | Approve a new course | **Actions tab** – Form with approve/reject |
+| 16 | Message a student group | **Actions tab** – Form with group selector |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..3702978a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r2.txt
@@ -0,0 +1,181 @@
+
+
+Here's a single-surface administrator overview covering all 16 items — KPIs up top, then operations, students, engagement, and quick actions.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "admin-overview",
+      "catalogId": "thesys.dev:c1-openui"
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "admin-overview",
+      "components": [
+        { "id": "root", "component": "Card", "direction": "column", "gap": "l", "children": [
+          "headTitle", "headSub", "alertBar", "kpiRow", "chartsRow", "metricsRow",
+          "coursesCard", "opsRow", "studentRow", "engageRow", "deptCard",
+          "compareRow", "approvalsCard", "messageCard", "followups"
+        ]},
+
+        { "id": "headTitle", "component": "Heading", "level": "h1", "text": "Springfield State University — Administrator Overview" },
+        { "id": "headSub", "component": "TextContent", "size": "small", "text": "Friday, Oct 10, 2025 · Fall Semester, Week 9 · Data refreshed 6:05 AM" },
+        { "id": "alertBar", "component": "Alert", "variant": "info", "title": "Registration & waitlist alert", "description": "Spring 2026 registration opens Monday. Two waitlists exceed policy threshold — Engineering (62) and Computer Science (58). See sections below." },
+
+        { "id": "kpiRow", "component": "Card", "direction": "row", "gap": "m", "children": ["kpiEnroll", "kpiAccept", "kpiRevenue", "kpiRisk"] },
+        { "id": "kpiEnroll", "component": "Card", "weight": 1, "children": ["kpiEnrollHead", "kpiEnrollVal", "kpiEnrollNote"] },
+        { "id": "kpiEnrollHead", "component": "CardHeader", "title": "Total Enrollment · Fall 2025" },
+        { "id": "kpiEnrollVal", "component": "TextContent", "size": "large-heavy", "text": "18,450" },
+        { "id": "kpiEnrollNote", "component": "TextContent", "size": "small", "text": "▲ 3.1% vs last year · +13.9% since 2020" },
+        { "id": "kpiAccept", "component": "Card", "weight": 1, "children": ["kpiAcceptHead", "kpiAcceptVal", "kpiAcceptNote"] },
+        { "id": "kpiAcceptHead", "component": "CardHeader", "title": "Acceptance Rate · FY26 Cycle" },
+        { "id": "kpiAcceptVal", "component": "TextContent", "size": "large-heavy", "text": "32%" },
+        { "id": "kpiAcceptNote", "component": "TextContent", "size": "small", "text": "9,045 admitted of 28,150 applicants · ▼ 2 pts YoY" },
+        { "id": "kpiRevenue", "component": "Card", "weight": 1, "children": ["kpiRevenueHead", "kpiRevenueVal", "kpiRevenueNote"] },
+        { "id": "kpiRevenueHead", "component": "CardHeader", "title": "Tuition Revenue · FY26 YTD" },
+        { "id": "kpiRevenueVal", "component": "TextContent", "size": "large-heavy", "text": "$214.6M" },
+        { "id": "kpiRevenueNote", "component": "TextContent", "size": "small", "text": "95% of the $225.0M annual plan" },
+        { "id": "kpiRisk", "component": "Card", "weight": 1, "children": ["kpiRiskHead", "kpiRiskVal", "kpiRiskNote"] },
+        { "id": "kpiRiskHead", "component": "CardHeader", "title": "Students on Academic Risk" },
+        { "id": "kpiRiskVal", "component": "TextContent", "size": "large-heavy", "text": "214" },
+        { "id": "kpiRiskNote", "component": "TextContent", "size": "small", "text": "GPA below 2.0 after midterms · 3 programs account for 57%" },
+
+        { "id": "chartsRow", "component": "Card", "direction": "row", "gap": "m", "children": ["enrollCard", "appsCard"] },
+        { "id": "enrollCard", "component": "Card", "weight": 1, "children": ["enrollHead", "enrollChart"] },
+        { "id": "enrollHead", "component": "CardHeader", "title": "1 · Enrollment — Five-Year Trend", "subtitle": "Total headcount, fall census" },
+        { "id": "enrollChart", "component": "LineChart", "labels": ["2021", "2022", "2023", "2024", "2025"], "series": ["enrollSeries"], "yLabel": "Headcount" },
+        { "id": "enrollSeries", "component": "Series", "category": "Total Enrollment", "values": [16200, 16900, 17300, 17900, 18450] },
+        { "id": "appsCard", "component": "Card", "weight": 1, "children": ["appsHead", "appsChart"] },
+        { "id": "appsHead", "component": "CardHeader", "title": "2 · Applications by Program — Fall 2026", "subtitle": "10,370 applications received to date" },
+        { "id": "appsChart", "component": "HorizontalBarChart", "xLabel": "Applications", "labels": ["Business", "Engineering", "Computer Science", "Nursing", "Psychology", "Biology", "Education", "Communications"], "series": ["appsSeries"] },
+        { "id": "appsSeries", "component": "Series", "category": "Applications", "values": [2350, 1980, 1720, 1105, 940, 890, 765, 620] },
+
+        { "id": "metricsRow", "component": "Card", "direction": "row", "gap": "m", "children": ["acceptCard", "revenueCard"] },
+        { "id": "acceptCard", "component": "Card", "weight": 1, "children": ["acceptHead", "acceptStack", "acceptNote"] },
+        { "id": "acceptHead", "component": "CardHeader", "title": "3 · Acceptance Rate Breakdown", "subtitle": "Share of completed applications" },
+        { "id": "acceptStack", "component": "SingleStackedBarChart", "labels": ["Admitted", "Denied"], "values": [32, 68] },
+        { "id": "acceptNote", "component": "TextContent", "size": "small", "text": "Engineering and CS remain the most selective; yield tracking at 24% so far." },
+        { "id": "revenueCard", "component": "Card", "weight": 1, "children": ["revenueHead", "revProgress", "revenueNote"] },
+        { "id": "revenueHead", "component": "CardHeader", "title": "4 · Tuition Revenue Tracker", "subtitle": "FY26 vs annual plan" },
+        { "id": "revProgress", "component": "Progress", "value": 95, "label": "$214.6M collected of $225.0M plan (95%)" },
+        { "id": "revenueNote", "component": "TextContent", "size": "small", "text": "$107.3M recognized this semester · Undergrad $152.4M · Graduate $48.2M · Auxiliary $14.0M" },
+
+        { "id": "coursesCard", "component": "Card", "children": ["coursesHead", "coursesTable", "coursesNote"] },
+        { "id": "coursesHead", "component": "CardHeader", "title": "5 · Course Offering Fullness — Fall 2025", "subtitle": "286 sections · 81% average seat utilization, sampled below" },
+        { "id": "coursesTable", "component": "Table", "columns": ["cCode", "cTitle", "cSeats", "cFill"] },
+        { "id": "cCode", "component": "Col", "label": "Course", "data": ["CS 101", "ECON 210", "NURS 330", "ENG 150", "BIO 201", "MKTG 310", "EDU 240", "MATH 120"] },
+        { "id": "cTitle", "component": "Col", "label": "Title", "data": ["Intro to Programming", "Principles of Microeconomics", "Clinical Nursing Practicum", "College Writing", "Genetics", "Marketing Strategy", "Foundations of Teaching", "Precalculus"] },
+        { "id": "cSeats", "component": "Col", "label": "Enrolled / Seats", "data": ["239 / 250", "160 / 180", "45 / 45", "89 / 120", "97 / 120", "68 / 100", "55 / 60", "58 / 105"] },
+        { "id": "cFill", "component": "Col", "label": "Fullness", "data": ["96% — nearly full", "89% — healthy", "100% — full", "74% — healthy", "81% — healthy", "68% — low", "92% — nearly full", "55% — low"] },
+        { "id": "coursesNote", "component": "TextContent", "size": "small", "text": "12 sections below 50% have been flagged to provost for possible consolidation." },
+
+        { "id": "opsRow", "component": "Card", "direction": "row", "gap": "m", "children": ["facultyCard", "housingCard"] },
+        { "id": "facultyCard", "component": "Card", "weight": 1, "children": ["facultyHead", "facultyChart"] },
+        { "id": "facultyHead", "component": "CardHeader", "title": "6 · Teaching Load by Faculty", "subtitle": "Courses plus independent-study overloads, flagged sample" },
+        { "id": "facultyChart", "component": "HorizontalBarChart", "yLabel": "Faculty", "labels": ["Prof. Chen", "Prof. Okafor", "Dr. Reyes", "Dr. Sato", "Prof. Alvarez", "Prof. Novak", "Dr. Kim"], "series": ["loadCourses", "loadStudies"] },
+        { "id": "loadCourses", "component": "Series", "category": "Courses", "values": [5, 4, 3, 4, 3, 2, 1] },
+        { "id": "loadStudies", "component": "Series", "category": "Independent studies", "values": [1, 2, 0, 1, 0, 1, 3] },
+        { "id": "housingCard", "component": "Card", "weight": 1, "children": ["housingHead", "housingDonut", "housingNote"] },
+        { "id": "housingHead", "component": "CardHeader", "title": "9 · Housing Occupancy", "subtitle": "5,420 beds across 4 residence halls" },
+        { "id": "housingDonut", "component": "PieChart", "variant": "donut", "labels": ["Occupied", "Available"], "values": [4930, 490] },
+        { "id": "housingNote", "component": "TextContent", "size": "small", "text": "91% occupied · North Tower 94% · Maple 88% · Cedar House 91% · Graduate Commons 96%" },
+
+        { "id": "studentRow", "component": "Card", "direction": "row", "gap": "m", "children": ["riskCard", "scholarshipCard"] },
+        { "id": "riskCard", "component": "Card", "weight": 1, "children": ["riskHead", "riskList", "riskNote"] },
+        { "id": "riskHead", "component": "CardHeader", "title": "7 · Students on Academic Risk", "subtitle": "Top programs by flagged headcount" },
+        { "id": "riskList", "component": "ListBlock", "variant": "number", "items": ["r1", "r2", "r3", "r4"] },
+        { "id": "r1", "component": "ListItem", "title": "Computer Science", "subtitle": "48 students · 22% of cohort flagged" },
+        { "id": "r2", "component": "ListItem", "title": "Business", "subtitle": "42 students · advising outreach scheduled" },
+        { "id": "r3", "component": "ListItem", "title": "Engineering", "subtitle": "39 students · peer tutoring assigned" },
+        { "id": "r4", "component": "ListItem", "title": "Psychology", "subtitle": "31 students · mid-term recovery plans" },
+        { "id": "riskNote", "component": "TextContent", "size": "small", "text": "Remaining 54 students spread across 17 other programs." },
+        { "id": "scholarshipCard", "component": "Card", "weight": 1, "children": ["scholarHead", "schProgress", "scholarNote"] },
+        { "id": "scholarHead", "component": "CardHeader", "title": "8 · Scholarship Budget — FY26", "subtitle": "Central + departmental aid combined" },
+        { "id": "schProgress", "component": "Progress", "value": 74, "label": "$6.7M committed of $9.0M budget (74%)" },
+        { "id": "scholarNote", "component": "TextContent", "size": "small", "text": "$2.3M remaining · 212 awards disbursed · 48 renewals pending GPA verification" },
+
+        { "id": "engageRow", "component": "Card", "direction": "row", "gap": "m", "children": ["eventsCard", "alumniCard"] },
+        { "id": "eventsCard", "component": "Card", "weight": 1, "children": ["eventsHead", "eventsList"] },
+        { "id": "eventsHead", "component": "CardHeader", "title": "10 · Campus Events — October", "subtitle": "This month" },
+        { "id": "eventsList", "component": "ListBlock", "variant": "number", "items": ["e1", "e2", "e3", "e4"] },
+        { "id": "e1", "component": "ListItem", "title": "Open House & Campus Tours", "subtitle": "Oct 12 · Admissions Center · 480 RSVPs" },
+        { "id": "e2", "component": "ListItem", "title": "Fall Research Symposium", "subtitle": "Oct 15 · Science Quad · 34 posters" },
+        { "id": "e3", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Oct 17–19 · Main Stadium & Alumni Lawn" },
+        { "id": "e4", "component": "ListItem", "title": "Fall Career Fair", "subtitle": "Oct 24 · Student Union · 92 employers" },
+        { "id": "alumniCard", "component": "Card", "weight": 1, "children": ["alumniHead", "alumniChart", "alumniNote"] },
+        { "id": "alumniHead", "component": "CardHeader", "title": "11 · Alumni Giving — Past Four Years", "subtitle": "Annual fund totals" },
+        { "id": "alumniChart", "component": "BarChart", "yLabel": "$ millions", "labels": ["FY22", "FY23", "FY24", "FY25"], "series": ["alumSeries"] },
+        { "id": "alumSeries", "component": "Series", "category": "Alumni giving ($M)", "values": [11.2, 12.8, 14.1, 15.6] },
+        { "id": "alumniNote", "component": "TextContent", "size": "small", "text": "FY25 participation rate 39% · FY26 campaign tracking +6% at quarter one" },
+
+        { "id": "deptCard", "component": "Card", "children": ["deptHead", "deptRow"] },
+        { "id": "deptHead", "component": "CardHeader", "title": "12 · Department Focus", "subtitle": "Re-scope enrollment, waitlists and load figures for one department" },
+        { "id": "deptRow", "component": "Card", "direction": "row", "gap": "m", "children": ["deptFormControl", "deptBtnWrap"] },
+        { "id": "deptFormControl", "component": "FormControl", "label": "Department", "hint": "All figures on this screen refresh to the selected department", "input": "deptSelect" },
+        { "id": "deptSelect", "component": "Select", "name": "department", "placeholder": "Select a department…", "items": ["d1", "d2", "d3", "d4", "d5", "d6", "d7", "d8"] },
+        { "id": "d1", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "d2", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "d3", "component": "SelectItem", "value": "cs", "label": "Computer Science" },
+        { "id": "d4", "component": "SelectItem", "value": "nursing", "label": "Nursing" },
+        { "id": "d5", "component": "SelectItem", "value": "psych", "label": "Psychology" },
+        { "id": "d6", "component": "SelectItem", "value": "bio", "label": "Biology" },
+        { "id": "d7", "component": "SelectItem", "value": "education", "label": "Education" },
+        { "id": "d8", "component": "SelectItem", "value": "communications", "label": "Communications" },
+        { "id": "deptBtnWrap", "component": "Button", "label": "Open department dashboard", "variant": "primary" },
+
+        { "id": "compareRow", "component": "Card", "direction": "row", "gap": "m", "children": ["compareCard", "waitlistCard"] },
+        { "id": "compareCard", "component": "Card", "weight": 3, "children": ["compareHead", "compareTable"] },
+        { "id": "compareHead", "component": "CardHeader", "title": "13 · This Semester vs Last", "subtitle": "Spring 2026 (current) vs Fall 2025" },
+        { "id": "compareTable", "component": "Table", "columns": ["cmpMetric", "cmpNow", "cmpPrev", "cmpDelta"] },
+        { "id": "cmpMetric", "component": "Col", "label": "Metric", "data": ["Enrollment", "Retention", "Avg GPA", "Credit hours", "DFW rate", "Net tuition"] },
+        { "id": "cmpNow", "component": "Col", "label": "Spring 2026", "data": ["18,450", "91.2%", "3.14", "276,300", "8.9%", "$107.3M"] },
+        { "id": "cmpPrev", "component": "Col", "label": "Fall 2025", "data": ["18,120", "89.6%", "3.09", "265,400", "9.7%", "$104.9M"] },
+        { "id": "cmpDelta", "component": "Col", "label": "Change", "data": ["▲ +1.8%", "▲ +1.6 pts", "▲ +0.05", "▲ +4.1%", "▼ −0.8 pts (improved)", "▲ +2.3%"] },
+        { "id": "waitlistCard", "component": "Card", "weight": 2, "children": ["waitHead", "waitTable", "waitNote"] },
+        { "id": "waitHead", "component": "CardHeader", "title": "14 · Waitlisted Students by Program", "subtitle": "Spring 2026 registration" },
+        { "id": "waitTable", "component": "Table", "columns": ["wProg", "wCount", "wLimit"] },
+        { "id": "wProg", "component": "Col", "label": "Program", "data": ["Engineering", "Computer Science", "Nursing", "Business", "Psychology"] },
+        { "id": "wCount", "component": "Col", "label": "Waitlisted", "data": ["62", "58", "34", "21", "12"] },
+        { "id": "wLimit", "component": "Col", "label": "Policy cap", "data": ["85", "90", "60", "120", "100"] },
+        { "id": "waitNote", "component": "TextContent", "size": "small", "text": "Policy: waitlists above 50% of the course cap trigger a new-section request." },
+
+        { "id": "approvalsCard", "component": "Card", "children": ["approveHead", "approveTable", "approveDialog", "approveNote"] },
+        { "id": "approveHead", "component": "CardHeader", "title": "15 · New Course Approvals", "subtitle": "3 proposals awaiting registrar sign-off" },
+        { "id": "approveTable", "component": "Table", "columns": ["apCode", "apTitle", "apDetail", "apAction"] },
+        { "id": "apCode", "component": "Col", "label": "Course", "data": ["DATA 310", "HIST 225", "FIN 415"] },
+        { "id": "apTitle", "component": "Col", "label": "Title", "data": ["Machine Learning Basics", "History of Urban Design", "Financial Risk Management"] },
+        { "id": "apDetail", "component": "Col", "label": "Details", "data": ["CS Dept · 3 credits · Dr. Chen · cap 60 · starts Spring 2026", "Humanities · 3 credits · Dr. Reyes · cap 45 · starts Spring 2026", "Business · 3 credits · Prof. Novak · cap 50 · starts Fall 2026"] },
+        { "id": "apAction", "component": "Col", "label": "", "type": "action", "data": [["Approve", "Reject"], ["Approve", "Reject"], ["Approve", "Reject"]] },
+        { "id": "approveDialog", "component": "AlertDialogBlock", "triggerLabel": "Approve DATA 310…", "title": "Approve new course?", "description": "DATA 310 — Machine Learning Basics: 3 credits, Dr. Chen, section cap 60, first offering Spring 2026. Approval notifies the CS department and publishes the listing.", "confirmLabel": "Approve", "cancelLabel": "Cancel" },
+        { "id": "approveNote", "component": "TextContent", "size": "small", "text": "Use the inline Approve/Reject buttons in the table for one-click decisions." },
+
+        { "id": "messageCard", "component": "Card", "children": ["msgHead", "msgForm"] },
+        { "id": "msgHead", "component": "CardHeader", "title": "16 · Message a Student Group", "subtitle": "Delivers to portal inbox and student email" },
+        { "id": "msgForm", "component": "Form", "name": "broadcastMessage", "fields": ["grpControl", "msgControl"], "buttons": "msgBtns" },
+        { "id": "grpControl", "component": "FormControl", "label": "Student group", "hint": "Pick the audience for this broadcast", "input": "groupSelect" },
+        { "id": "groupSelect", "component": "Select", "name": "group", "placeholder": "Select a group…", "items": ["g1", "g2", "g3", "g4", "g5"] },
+        { "id": "g1", "component": "SelectItem", "value": "all-undergrad", "label": "All Undergraduates" },
+        { "id": "g2", "component": "SelectItem", "value": "all-graduate", "label": "All Graduate Students" },
+        { "id": "g3", "component": "SelectItem", "value": "athletes", "label": "Student Athletes" },
+        { "id": "g4", "component": "SelectItem", "value": "honors", "label": "Honors College" },
+        { "id": "g5", "component": "SelectItem", "value": "residents", "label": "On-Campus Residents" },
+        { "id": "msgControl", "component": "FormControl", "label": "Message", "input": "msgArea" },
+        { "id": "msgArea", "component": "TextArea", "name": "message", "rows": 4, "placeholder": "e.g., Library extends hours for finals week; registration for Spring 2026 opens Monday at 8:00 AM." },
+        { "id": "msgBtns", "component": "Buttons", "direction": "row", "buttons": ["sendBtn"] },
+        { "id": "sendBtn", "component": "Button", "label": "Send message", "variant": "primary" },
+
+        { "id": "followups", "component": "FollowUpBlock", "items": ["f1", "f2", "f3"] },
+        { "id": "f1", "component": "FollowUpItem", "text": "Show one department in view" },
+        { "id": "f2", "component": "FollowUpItem", "text": "Draft a housing-full notice to on-campus residents" },
+        { "id": "f3", "component": "FollowUpItem", "text": "Summarize what needs action this week" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+Everything is wired to the numbered brief: items 1/3/4/7 appear as KPI cards (with the enrollment trend chart and acceptance split below), items 2/5/6/9/11 as charts and tables, item 8 as budget progress, item 10 as the events list, item 12 as the department-focus selector, item 13 as the side-by-side table, item 14 as the waitlist table (with the alert echoing the policy breaches), item 15 as the approvals queue with inline actions plus a confirm dialog, and item 16 as the broadcast form. Let me know if you'd like denser drill-downs for any section.
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..92d2aaf1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r3.txt
@@ -0,0 +1,455 @@
+
+
+Here's a comprehensive university administrator dashboard covering all 16 items, organized into logical tabs with a department filter at the top.
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "university-admin-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B3A6B",
+        "agentDisplayName": "University Admin Console"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "university-admin-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "direction": "column",
+          "gap": "m",
+          "children": ["header-section", "main-tabs"]
+        },
+        {
+          "id": "header-section",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "row",
+          "gap": "m",
+          "align": "center",
+          "justify": "between",
+          "children": ["header-title", "dept-control"]
+        },
+        {
+          "id": "header-title",
+          "component": "CardHeader",
+          "title": "University Administrator Dashboard",
+          "subtitle": "Fall 2024 Semester · Updated 5 min ago"
+        },
+        {
+          "id": "dept-control",
+          "component": "FormControl",
+          "label": "Focus Department",
+          "input": "dept-select"
+        },
+        {
+          "id": "dept-select",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "All Departments",
+          "value": "all",
+          "items": ["dept-all", "dept-cs", "dept-bus", "dept-eng", "dept-bio", "dept-psych", "dept-eng-dept"]
+        },
+        { "id": "dept-all", "component": "SelectItem", "value": "all", "label": "All Departments" },
+        { "id": "dept-cs", "component": "SelectItem", "value": "cs", "label": "Computer Science" },
+        { "id": "dept-bus", "component": "SelectItem", "value": "business", "label": "Business Administration" },
+        { "id": "dept-eng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "dept-bio", "component": "SelectItem", "value": "biology", "label": "Biology" },
+        { "id": "dept-psych", "component": "SelectItem", "value": "psychology", "label": "Psychology" },
+        { "id": "dept-eng-dept", "component": "SelectItem", "value": "english", "label": "English & Literature" },
+        {
+          "id": "main-tabs",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-academics", "tab-students", "tab-finance", "tab-campus", "tab-actions"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview",
+          "content": ["kpi-row", "enrollment-section", "semester-compare-section"]
+        },
+        {
+          "id": "kpi-row",
+          "component": "Card",
+          "direction": "row",
+          "gap": "m",
+          "children": ["kpi-acceptance", "kpi-revenue", "kpi-housing"]
+        },
+        {
+          "id": "kpi-acceptance",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-acceptance-label", "kpi-acceptance-value", "kpi-acceptance-bar"]
+        },
+        { "id": "kpi-acceptance-label", "component": "TextContent", "text": "**Acceptance Rate**", "size": "small" },
+        { "id": "kpi-acceptance-value", "component": "TextContent", "text": "34.2%", "size": "large-heavy" },
+        { "id": "kpi-acceptance-bar", "component": "Progress", "value": 34.2, "label": "Down 2.1% from last cycle" },
+        {
+          "id": "kpi-revenue",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-revenue-label", "kpi-revenue-value", "kpi-revenue-note"]
+        },
+        { "id": "kpi-revenue-label", "component": "TextContent", "text": "**Tuition Revenue (FY24)**", "size": "small" },
+        { "id": "kpi-revenue-value", "component": "TextContent", "text": "$48.2M", "size": "large-heavy" },
+        { "id": "kpi-revenue-note", "component": "TextContent", "text": "↑ 6.3% year-over-year", "size": "small" },
+        {
+          "id": "kpi-housing",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "xs",
+          "children": ["kpi-housing-label", "kpi-housing-value", "kpi-housing-bar"]
+        },
+        { "id": "kpi-housing-label", "component": "TextContent", "text": "**Housing Occupancy**", "size": "small" },
+        { "id": "kpi-housing-value", "component": "TextContent", "text": "94.7%", "size": "large-heavy" },
+        { "id": "kpi-housing-bar", "component": "Progress", "value": 94.7, "label": "4,735 of 5,000 beds filled" },
+        {
+          "id": "enrollment-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["enrollment-header", "enrollment-chart"]
+        },
+        { "id": "enrollment-header", "component": "CardHeader", "title": "Total Enrollment Trend", "subtitle": "Headcount over five academic years" },
+        {
+          "id": "enrollment-chart",
+          "component": "LineChart",
+          "labels": ["2020", "2021", "2022", "2023", "2024"],
+          "series": ["enrollment-series"],
+          "xLabel": "Academic Year",
+          "yLabel": "Students",
+          "variant": "natural"
+        },
+        { "id": "enrollment-series", "component": "Series", "category": "Total Enrollment", "values": [12450, 12890, 13200, 13780, 14320] },
+        {
+          "id": "semester-compare-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["semester-header", "semester-table"]
+        },
+        { "id": "semester-header", "component": "CardHeader", "title": "Semester Comparison", "subtitle": "Fall 2024 vs. Fall 2023" },
+        {
+          "id": "semester-table",
+          "component": "Table",
+          "columns": ["sem-metric", "sem-fall23", "sem-fall24", "sem-change"]
+        },
+        { "id": "sem-metric", "component": "Col", "label": "Metric", "data": ["Enrollment", "Retention Rate", "Avg Class Size", "Credit Hours Generated", "Faculty FTE"] },
+        { "id": "sem-fall23", "component": "Col", "label": "Fall 2023", "data": ["13,780", "87.2%", "28.4", "186,200", "612"] },
+        { "id": "sem-fall24", "component": "Col", "label": "Fall 2024", "data": ["14,320", "88.9%", "27.1", "194,800", "628"] },
+        { "id": "sem-change", "component": "Col", "label": "Change", "data": ["+540 (+3.9%)", "+1.7pp", "-1.3", "+8,600 (+4.6%)", "+16"] },
+        {
+          "id": "tab-academics",
+          "component": "TabItem",
+          "value": "academics",
+          "trigger": "Academics",
+          "content": ["apps-section", "course-fill-section", "teaching-load-section", "waitlist-section"]
+        },
+        {
+          "id": "apps-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["apps-header", "apps-chart"]
+        },
+        { "id": "apps-header", "component": "CardHeader", "title": "Applications by Program", "subtitle": "Fall 2024 admission cycle" },
+        {
+          "id": "apps-chart",
+          "component": "HorizontalBarChart",
+          "labels": ["Computer Science", "Business Admin", "Engineering", "Biology", "Psychology", "Nursing", "English"],
+          "series": ["apps-series"]
+        },
+        { "id": "apps-series", "component": "Series", "category": "Applications", "values": [4820, 3950, 3210, 2870, 2640, 2380, 1120] },
+        {
+          "id": "course-fill-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["course-fill-header", "course-fill-table"]
+        },
+        { "id": "course-fill-header", "component": "CardHeader", "title": "Course Offering Fill Rates", "subtitle": "Top sections by enrollment capacity utilization" },
+        {
+          "id": "course-fill-table",
+          "component": "Table",
+          "columns": ["cf-course", "cf-capacity", "cf-enrolled", "cf-fill"]
+        },
+        { "id": "cf-course", "component": "Col", "label": "Course", "data": ["CS 101 – Intro to Programming", "BUS 220 – Marketing Principles", "ENG 105 – Statics", "BIO 110 – General Biology", "PSY 200 – Research Methods", "NUR 301 – Clinical Practicum"] },
+        { "id": "cf-capacity", "component": "Col", "label": "Capacity", "data": ["180", "150", "120", "200", "90", "40"] },
+        { "id": "cf-enrolled", "component": "Col", "label": "Enrolled", "data": ["178", "149", "118", "196", "88", "40"] },
+        { "id": "cf-fill", "component": "Col", "label": "Fill Rate", "data": ["98.9%", "99.3%", "98.3%", "98.0%", "97.8%", "100%"] },
+        {
+          "id": "teaching-load-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["teaching-header", "teaching-table"]
+        },
+        { "id": "teaching-header", "component": "CardHeader", "title": "Teaching Load by Faculty", "subtitle": "Current semester assignments" },
+        {
+          "id": "teaching-table",
+          "component": "Table",
+          "columns": ["tl-faculty", "tl-dept", "tl-courses", "tl-credits", "tl-students"]
+        },
+        { "id": "tl-faculty", "component": "Col", "label": "Faculty Member", "data": ["Dr. Sarah Chen", "Prof. James Okafor", "Dr. Maria Lopez", "Prof. David Kim", "Dr. Aisha Patel", "Prof. Robert Williams"] },
+        { "id": "tl-dept", "component": "Col", "label": "Department", "data": ["Computer Science", "Business", "Engineering", "Biology", "Psychology", "English"] },
+        { "id": "tl-courses", "component": "Col", "label": "Courses", "data": ["4", "3", "4", "3", "3", "4"] },
+        { "id": "tl-credits", "component": "Col", "label": "Credit Hours", "data": ["12", "9", "12", "9", "9", "12"] },
+        { "id": "tl-students", "component": "Col", "label": "Total Students", "data": ["245", "180", "198", "210", "135", "112"] },
+        {
+          "id": "waitlist-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["waitlist-header", "waitlist-table"]
+        },
+        { "id": "waitlist-header", "component": "CardHeader", "title": "Waitlisted Students by Program", "subtitle": "Current waitlist counts" },
+        {
+          "id": "waitlist-table",
+          "component": "Table",
+          "columns": ["wl-program", "wl-count", "wl-trend"]
+        },
+        { "id": "wl-program", "component": "Col", "label": "Program", "data": ["Computer Science", "Nursing", "Business Admin", "Engineering", "Psychology", "Biology"] },
+        { "id": "wl-count", "component": "Col", "label": "Waitlisted", "data": ["142", "98", "76", "64", "38", "22"] },
+        { "id": "wl-trend", "component": "Col", "label": "vs. Last Week", "data": ["+12", "+5", "-3", "+8", "+2", "-1"] },
+        {
+          "id": "tab-students",
+          "component": "TabItem",
+          "value": "students",
+          "trigger": "Students",
+          "content": ["risk-section", "housing-detail-section"]
+        },
+        {
+          "id": "risk-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["risk-header", "risk-alert", "risk-table"]
+        },
+        { "id": "risk-header", "component": "CardHeader", "title": "Students at Academic Risk", "subtitle": "GPA below 2.0 or insufficient credit progress" },
+        { "id": "risk-alert", "component": "Alert", "variant": "warning", "title": "247 students flagged", "description": "18 more than last check-in period. Intervention outreach recommended within 5 business days." },
+        {
+          "id": "risk-table",
+          "component": "Table",
+          "columns": ["risk-student", "risk-id", "risk-gpa", "risk-credits", "risk-level"]
+        },
+        { "id": "risk-student", "component": "Col", "label": "Student", "data": ["Alex Thompson", "Jordan Rivera", "Casey Nguyen", "Morgan Blake", "Taylor Brooks"] },
+        { "id": "risk-id", "component": "Col", "label": "ID", "data": ["STU-44821", "STU-39207", "STU-51034", "STU-47290", "STU-42118"] },
+        { "id": "risk-gpa", "component": "Col", "label": "GPA", "data": ["1.42", "1.68", "1.85", "1.91", "1.95"] },
+        { "id": "risk-credits", "component": "Col", "label": "Credits Earned", "data": ["18/60", "32/120", "45/120", "28/60", "52/120"] },
+        { "id": "risk-level", "component": "Col", "label": "Risk Level", "data": ["Critical", "High", "High", "Moderate", "Moderate"] },
+        {
+          "id": "housing-detail-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["housing-detail-header", "housing-table"]
+        },
+        { "id": "housing-detail-header", "component": "CardHeader", "title": "Housing Occupancy by Residence Hall", "subtitle": "94.7% overall occupancy" },
+        {
+          "id": "housing-table",
+          "component": "Table",
+          "columns": ["hh-name", "hh-capacity", "hh-occupied", "hh-rate"]
+        },
+        { "id": "hh-name", "component": "Col", "label": "Residence Hall", "data": ["Maple Hall", "Oak Tower", "Cedar Commons", "Birch Suites", "Pine Lodge"] },
+        { "id": "hh-capacity", "component": "Col", "label": "Capacity", "data": ["800", "1200", "1000", "1100", "900"] },
+        { "id": "hh-occupied", "component": "Col", "label": "Occupied", "data": ["792", "1156", "948", "1034", "805"] },
+        { "id": "hh-rate", "component": "Col", "label": "Occupancy", "data": ["99.0%", "96.3%", "94.8%", "94.0%", "89.4%"] },
+        {
+          "id": "tab-finance",
+          "component": "TabItem",
+          "value": "finance",
+          "trigger": "Finance",
+          "content": ["scholarship-section", "alumni-section"]
+        },
+        {
+          "id": "scholarship-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["scholarship-header", "scholarship-progress", "scholarship-detail"]
+        },
+        { "id": "scholarship-header", "component": "CardHeader", "title": "Scholarship Budget Utilization", "subtitle": "FY2024 allocated vs. disbursed" },
+        { "id": "scholarship-progress", "component": "Progress", "value": 78.4, "label": "$9.41M of $12.0M allocated (78.4%)" },
+        { "id": "scholarship-detail", "component": "TextContent", "text": "**Remaining:** $2.59M available for spring disbursements.\n**Pace:** On track — 78.4% used at 75% of fiscal year elapsed.", "size": "small" },
+        {
+          "id": "alumni-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["alumni-header", "alumni-chart"]
+        },
+        { "id": "alumni-header", "component": "CardHeader", "title": "Alumni Giving", "subtitle": "Annual fund contributions over four years" },
+        {
+          "id": "alumni-chart",
+          "component": "BarChart",
+          "labels": ["FY2021", "FY2022", "FY2023", "FY2024"],
+          "series": ["alumni-series"],
+          "yLabel": "Millions ($)",
+          "variant": "grouped"
+        },
+        { "id": "alumni-series", "component": "Series", "category": "Total Giving", "values": [6.2, 7.1, 8.4, 9.8] },
+        {
+          "id": "tab-campus",
+          "component": "TabItem",
+          "value": "campus",
+          "trigger": "Campus Life",
+          "content": ["events-section"]
+        },
+        {
+          "id": "events-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["events-header", "events-list"]
+        },
+        { "id": "events-header", "component": "CardHeader", "title": "Campus Events — November 2024", "subtitle": "Upcoming this month" },
+        {
+          "id": "events-list",
+          "component": "ListBlock",
+          "variant": "number",
+          "items": ["event-1", "event-2", "event-3", "event-4", "event-5", "event-6"]
+        },
+        { "id": "event-1", "component": "ListItem", "title": "Homecoming Weekend", "subtitle": "Nov 2–3 · Main Quad · Est. 8,000 attendees" },
+        { "id": "event-2", "component": "ListItem", "title": "Research Symposium", "subtitle": "Nov 8 · Science Center · 120 presentations" },
+        { "id": "event-3", "component": "ListItem", "title": "Career Fair", "subtitle": "Nov 12 · Student Union · 85 employers" },
+        { "id": "event-4", "component": "ListItem", "title": "International Culture Night", "subtitle": "Nov 15 · Performing Arts Hall" },
+        { "id": "event-5", "component": "ListItem", "title": "Thanksgiving Food Drive", "subtitle": "Nov 18–22 · All residence halls" },
+        { "id": "event-6", "component": "ListItem", "title": "Winter Concert Series", "subtitle": "Nov 29 · Chapel Auditorium" },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Actions",
+          "content": ["actions-row"]
+        },
+        {
+          "id": "actions-row",
+          "component": "Card",
+          "direction": "column",
+          "gap": "l",
+          "children": ["approve-course-section", "send-message-section"]
+        },
+        {
+          "id": "approve-course-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["approve-header", "approve-form"]
+        },
+        { "id": "approve-header", "component": "CardHeader", "title": "Approve New Course", "subtitle": "Submit a course proposal for administrative review" },
+        {
+          "id": "approve-form",
+          "component": "Form",
+          "name": "approve-course",
+          "fields": ["fc-course-title", "fc-course-dept", "fc-course-credits", "fc-course-desc"],
+          "buttons": "approve-buttons"
+        },
+        { "id": "fc-course-title", "component": "FormControl", "label": "Course Title", "input": "input-course-title" },
+        { "id": "input-course-title", "component": "Input", "name": "course_title", "placeholder": "e.g., CS 450 – Machine Learning", "type": "text" },
+        { "id": "fc-course-dept", "component": "FormControl", "label": "Department", "input": "select-course-dept" },
+        {
+          "id": "select-course-dept",
+          "component": "Select",
+          "name": "course_dept",
+          "placeholder": "Select department",
+          "items": ["scd-cs", "scd-bus", "scd-eng", "scd-bio", "scd-psych", "scd-english"]
+        },
+        { "id": "scd-cs", "component": "SelectItem", "value": "cs", "label": "Computer Science" },
+        { "id": "scd-bus", "component": "SelectItem", "value": "business", "label": "Business" },
+        { "id": "scd-eng", "component": "SelectItem", "value": "engineering", "label": "Engineering" },
+        { "id": "scd-bio", "component": "SelectItem", "value": "biology", "label": "Biology" },
+        { "id": "scd-psych", "component": "SelectItem", "value": "psychology", "label": "Psychology" },
+        { "id": "scd-english", "component": "SelectItem", "value": "english", "label": "English" },
+        { "id": "fc-course-credits", "component": "FormControl", "label": "Credit Hours", "input": "input-course-credits" },
+        { "id": "input-course-credits", "component": "Input", "name": "credits", "placeholder": "e.g., 3", "type": "number" },
+        { "id": "fc-course-desc", "component": "FormControl", "label": "Course Description", "input": "textarea-course-desc" },
+        { "id": "textarea-course-desc", "component": "TextArea", "name": "description", "placeholder": "Brief description of course content and learning objectives...", "rows": 3 },
+        {
+          "id": "approve-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-approve", "btn-save-draft"]
+        },
+        { "id": "btn-approve", "component": "Button", "label": "Submit for Approval", "variant": "primary" },
+        { "id": "btn-save-draft", "component": "Button", "label": "Save as Draft", "variant": "secondary" },
+        {
+          "id": "send-message-section",
+          "component": "Card",
+          "direction": "column",
+          "gap": "s",
+          "children": ["message-header", "message-form"]
+        },
+        { "id": "message-header", "component": "CardHeader", "title": "Send Message to Student Group", "subtitle": "Broadcast announcements or targeted communications" },
+        {
+          "id": "message-form",
+          "component": "Form",
+          "name": "send-message",
+          "fields": ["fc-msg-group", "fc-msg-subject", "fc-msg-body"],
+          "buttons": "message-buttons"
+        },
+        { "id": "fc-msg-group", "component": "FormControl", "label": "Recipient Group", "input": "select-msg-group" },
+        {
+          "id": "select-msg-group",
+          "component": "Select",
+          "name": "recipient_group",
+          "placeholder": "Select a student group",
+          "items": ["sg-all", "sg-freshmen", "sg-seniors", "sg-intl", "sg-athletes", "sg-honors", "sg-risk"]
+        },
+        { "id": "sg-all", "component": "SelectItem", "value": "all", "label": "All Students (14,320)" },
+        { "id": "sg-freshmen", "component": "SelectItem", "value": "freshmen", "label": "First-Year Students (3,480)" },
+        { "id": "sg-seniors", "component": "SelectItem", "value": "seniors", "label": "Seniors (3,120)" },
+        { "id": "sg-intl", "component": "SelectItem", "value": "international", "label": "International Students (1,890)" },
+        { "id": "sg-athletes", "component": "SelectItem", "value": "athletes", "label": "Student Athletes (420)" },
+        { "id": "sg-honors", "component": "SelectItem", "value": "honors", "label": "Honors Program (680)" },
+        { "id": "sg-risk", "component": "SelectItem", "value": "at-risk", "label": "At-Risk Students (247)" },
+        { "id": "fc-msg-subject", "component": "FormControl", "label": "Subject", "input": "input-msg-subject" },
+        { "id": "input-msg-subject", "component": "Input", "name": "subject", "placeholder": "Message subject line", "type": "text" },
+        { "id": "fc-msg-body", "component": "FormControl", "label": "Message", "input": "textarea-msg-body" },
+        { "id": "textarea-msg-body", "component": "TextArea", "name": "message_body", "placeholder": "Compose your message...", "rows": 4 },
+        {
+          "id": "message-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": ["btn-send", "btn-schedule"]
+        },
+        { "id": "btn-send", "component": "Button", "label": "Send Now", "variant": "primary" },
+        { "id": "btn-schedule", "component": "Button", "label": "Schedule for Later", "variant": "secondary" }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements:
+
+| # | Requirement | Where |
+|---|---|---|
+| 1 | Enrollment over 5 years | Overview tab → Line chart |
+| 2 | Applications by program | Academics tab → Horizontal bar chart |
+| 3 | Acceptance rate | Overview tab → KPI card (34.2%) |
+| 4 | Tuition revenue | Overview tab → KPI card ($48.2M) |
+| 5 | Course fill rates | Academics tab → Table |
+| 6 | Teaching load | Academics tab → Table |
+| 7 | Students at risk | Students tab → Alert + Table |
+| 8 | Scholarship budget | Finance tab → Progress bar (78.4%) |
+| 9 | Housing occupancy | Overview KPI + Students tab detail table |
+| 10 | Campus events | Campus Life tab → Numbered list |
+| 11 | Alumni giving | Finance tab → Bar chart (4 years) |
+| 12 | Department focus | Top-level Select dropdown |
+| 13 | Semester comparison | Overview tab → Comparison table |
+| 14 | Waitlisted students | Academics tab → Table with trends |
+| 15 | Approve new course | Actions tab → Form with submit |
+| 16 | Message student group | Actions tab → Form with group select |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..dc818c610
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/a2ui__b5-university__r4.txt
@@ -0,0 +1,809 @@
+Here's a comprehensive University Administrator Dashboard covering all 16 items, organized into logical tabs:
+
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "university-admin-dashboard",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#1B3A6B",
+        "agentDisplayName": "University Admin"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "university-admin-dashboard",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "children": ["heading-main", "tabs-main"],
+          "direction": "column",
+          "gap": "m",
+          "variant": "clear"
+        },
+        {
+          "id": "heading-main",
+          "component": "Heading",
+          "text": "🎓 University Administration Dashboard",
+          "level": "h1"
+        },
+        {
+          "id": "tabs-main",
+          "component": "Tabs",
+          "items": ["tab-overview", "tab-programs", "tab-faculty", "tab-campus", "tab-alumni", "tab-actions"]
+        },
+        {
+          "id": "tab-overview",
+          "component": "TabItem",
+          "value": "overview",
+          "trigger": "Overview",
+          "content": ["card-enrollment", "card-metrics", "card-semester"]
+        },
+        {
+          "id": "tab-programs",
+          "component": "TabItem",
+          "value": "programs",
+          "trigger": "Programs & Courses",
+          "content": ["card-applications", "card-waitlist", "card-fullness"]
+        },
+        {
+          "id": "tab-faculty",
+          "component": "TabItem",
+          "value": "faculty",
+          "trigger": "Faculty & Students",
+          "content": ["card-teaching", "card-risk", "card-scholarship"]
+        },
+        {
+          "id": "tab-campus",
+          "component": "TabItem",
+          "value": "campus",
+          "trigger": "Campus Life",
+          "content": ["card-housing", "card-events"]
+        },
+        {
+          "id": "tab-alumni",
+          "component": "TabItem",
+          "value": "alumni",
+          "trigger": "Alumni & Giving",
+          "content": ["card-alumni"]
+        },
+        {
+          "id": "tab-actions",
+          "component": "TabItem",
+          "value": "actions",
+          "trigger": "Actions",
+          "content": ["card-dept-focus", "card-approve-course", "card-send-message"]
+        },
+        {
+          "id": "card-enrollment",
+          "component": "Card",
+          "children": ["header-enrollment", "chart-enrollment"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-enrollment",
+          "component": "CardHeader",
+          "title": "Total Enrollment — 5-Year Trend",
+          "subtitle": "Current: 14,200 students (+4.4% YoY)"
+        },
+        {
+          "id": "chart-enrollment",
+          "component": "LineChart",
+          "labels": ["2020", "2021", "2022", "2023", "2024"],
+          "series": ["series-enrollment"],
+          "variant": "natural",
+          "yLabel": "Students",
+          "xLabel": "Year"
+        },
+        {
+          "id": "series-enrollment",
+          "component": "Series",
+          "category": "Total Enrollment",
+          "values": [12400, 12800, 13100, 13600, 14200]
+        },
+        {
+          "id": "card-metrics",
+          "component": "Card",
+          "children": ["progress-acceptance", "text-tuition"],
+          "direction": "row",
+          "gap": "l"
+        },
+        {
+          "id": "progress-acceptance",
+          "component": "Progress",
+          "value": 62,
+          "label": "Acceptance Rate: 62% (3,200 admitted of 5,160 applicants)"
+        },
+        {
+          "id": "text-tuition",
+          "component": "TextContent",
+          "text": "**Tuition Revenue (FY 2024–25):** $187.4M\n\n↑ 6.2% vs. prior year | Target: $192M (97.6% achieved)",
+          "size": "default"
+        },
+        {
+          "id": "card-semester",
+          "component": "Card",
+          "children": ["header-semester", "table-semester"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-semester",
+          "component": "CardHeader",
+          "title": "Semester Comparison",
+          "subtitle": "Spring 2025 vs. Fall 2024"
+        },
+        {
+          "id": "table-semester",
+          "component": "Table",
+          "columns": ["col-sem-metric", "col-sem-fall", "col-sem-spring", "col-sem-change"]
+        },
+        {
+          "id": "col-sem-metric",
+          "component": "Col",
+          "label": "Metric",
+          "data": ["Enrollment", "Credit Hours", "Avg Class Size", "Retention Rate", "Graduation Rate"],
+          "type": "string"
+        },
+        {
+          "id": "col-sem-fall",
+          "component": "Col",
+          "label": "Fall 2024",
+          "data": ["14,200", "182,400", "28.3", "91.2%", "78.4%"],
+          "type": "string"
+        },
+        {
+          "id": "col-sem-spring",
+          "component": "Col",
+          "label": "Spring 2025",
+          "data": ["13,950", "176,800", "27.1", "92.0%", "79.1%"],
+          "type": "string"
+        },
+        {
+          "id": "col-sem-change",
+          "component": "Col",
+          "label": "Change",
+          "data": ["-1.8%", "-3.1%", "-4.2%", "+0.8%", "+0.7%"],
+          "type": "string"
+        },
+        {
+          "id": "card-applications",
+          "component": "Card",
+          "children": ["header-applications", "chart-applications"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-applications",
+          "component": "CardHeader",
+          "title": "Applications by Program",
+          "subtitle": "Fall 2025 Admissions Cycle"
+        },
+        {
+          "id": "chart-applications",
+          "component": "HorizontalBarChart",
+          "labels": ["Engineering", "Computer Science", "Business", "Health Sciences", "Arts & Humanities", "Education"],
+          "series": ["series-applications"],
+          "xLabel": "Applications"
+        },
+        {
+          "id": "series-applications",
+          "component": "Series",
+          "category": "Applications Received",
+          "values": [3200, 2600, 2800, 2400, 1900, 1200]
+        },
+        {
+          "id": "card-waitlist",
+          "component": "Card",
+          "children": ["header-waitlist", "table-waitlist"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-waitlist",
+          "component": "CardHeader",
+          "title": "Waitlisted Students per Program",
+          "subtitle": "Current semester"
+        },
+        {
+          "id": "table-waitlist",
+          "component": "Table",
+          "columns": ["col-wl-program", "col-wl-count", "col-wl-capacity"]
+        },
+        {
+          "id": "col-wl-program",
+          "component": "Col",
+          "label": "Program",
+          "data": ["Computer Science", "Nursing", "Mechanical Engineering", "Business Analytics", "Psychology", "Biology"],
+          "type": "string"
+        },
+        {
+          "id": "col-wl-count",
+          "component": "Col",
+          "label": "Waitlisted",
+          "data": [87, 64, 52, 45, 38, 31],
+          "type": "number"
+        },
+        {
+          "id": "col-wl-capacity",
+          "component": "Col",
+          "label": "% Over Capacity",
+          "data": ["12%", "9%", "8%", "7%", "5%", "4%"],
+          "type": "string"
+        },
+        {
+          "id": "card-fullness",
+          "component": "Card",
+          "children": ["header-fullness", "chart-fullness"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-fullness",
+          "component": "CardHeader",
+          "title": "Course Offering Fullness",
+          "subtitle": "Percentage of seats filled by department"
+        },
+        {
+          "id": "chart-fullness",
+          "component": "HorizontalBarChart",
+          "labels": ["Computer Science", "Engineering", "Health Sciences", "Business", "Arts & Humanities", "Education"],
+          "series": ["series-fullness"],
+          "xLabel": "% Full"
+        },
+        {
+          "id": "series-fullness",
+          "component": "Series",
+          "category": "Seat Utilization %",
+          "values": [97, 94, 91, 88, 76, 72]
+        },
+        {
+          "id": "card-teaching",
+          "component": "Card",
+          "children": ["header-teaching", "chart-teaching"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-teaching",
+          "component": "CardHeader",
+          "title": "Teaching Load by Faculty Member",
+          "subtitle": "Courses assigned this semester (standard load: 3)"
+        },
+        {
+          "id": "chart-teaching",
+          "component": "HorizontalBarChart",
+          "labels": ["Dr. Williams", "Dr. Smith", "Dr. Davis", "Dr. Martinez", "Dr. Johnson", "Dr. Brown"],
+          "series": ["series-teaching"],
+          "xLabel": "Courses"
+        },
+        {
+          "id": "series-teaching",
+          "component": "Series",
+          "category": "Course Load",
+          "values": [5, 4, 4, 4, 3, 3]
+        },
+        {
+          "id": "card-risk",
+          "component": "Card",
+          "children": ["header-risk", "alert-risk", "table-risk"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-risk",
+          "component": "CardHeader",
+          "title": "Students at Academic Risk",
+          "subtitle": "GPA below 2.0 or on academic probation"
+        },
+        {
+          "id": "alert-risk",
+          "component": "Alert",
+          "title": "47 students flagged",
+          "description": "12 on probation, 35 at risk. Intervention meetings scheduled for 28 students this week.",
+          "variant": "warning"
+        },
+        {
+          "id": "table-risk",
+          "component": "Table",
+          "columns": ["col-risk-name", "col-risk-program", "col-risk-gpa", "col-risk-status"]
+        },
+        {
+          "id": "col-risk-name",
+          "component": "Col",
+          "label": "Student",
+          "data": ["J. Thompson", "M. Garcia", "A. Patel", "K. O'Brien", "L. Chen", "R. Williams"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-program",
+          "component": "Col",
+          "label": "Program",
+          "data": ["Engineering", "Business", "Biology", "Arts", "CS", "Education"],
+          "type": "string"
+        },
+        {
+          "id": "col-risk-gpa",
+          "component": "Col",
+          "label": "GPA",
+          "data": [1.42, 1.68, 1.75, 1.81, 1.89, 1.94],
+          "type": "number"
+        },
+        {
+          "id": "col-risk-status",
+          "component": "Col",
+          "label": "Status",
+          "data": ["Probation", "Probation", "At Risk", "At Risk", "At Risk", "At Risk"],
+          "type": "string"
+        },
+        {
+          "id": "card-scholarship",
+          "component": "Card",
+          "children": ["header-scholarship", "progress-scholarship", "text-scholarship-detail"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-scholarship",
+          "component": "CardHeader",
+          "title": "Scholarship Budget Utilization",
+          "subtitle": "Academic Year 2024–25"
+        },
+        {
+          "id": "progress-scholarship",
+          "component": "Progress",
+          "value": 69,
+          "label": "$12.4M disbursed of $18.0M total budget (69%)"
+        },
+        {
+          "id": "text-scholarship-detail",
+          "component": "TextContent",
+          "text": "**Remaining:** $5.6M | **Projected year-end spend:** $17.2M (95.6%)\n\nMerit: $6.1M | Need-based: $4.8M | Athletic: $1.5M",
+          "size": "small"
+        },
+        {
+          "id": "card-housing",
+          "component": "Card",
+          "children": ["header-housing", "progress-housing", "text-housing-detail"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-housing",
+          "component": "CardHeader",
+          "title": "Housing Occupancy",
+          "subtitle": "All residence halls — Spring 2025"
+        },
+        {
+          "id": "progress-housing",
+          "component": "Progress",
+          "value": 94,
+          "label": "94% occupied — 4,230 of 4,500 beds filled"
+        },
+        {
+          "id": "text-housing-detail",
+          "component": "TextContent",
+          "text": "**By Hall:** North (98%) | South (96%) | East (93%) | West (89%)\n\n270 beds available. Waitlist: 14 students requesting room changes.",
+          "size": "small"
+        },
+        {
+          "id": "card-events",
+          "component": "Card",
+          "children": ["header-events", "list-events"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-events",
+          "component": "CardHeader",
+          "title": "Campus Events — June 2025",
+          "subtitle": "Upcoming this month"
+        },
+        {
+          "id": "list-events",
+          "component": "ListBlock",
+          "items": ["event-1", "event-2", "event-3", "event-4", "event-5"],
+          "variant": "number"
+        },
+        {
+          "id": "event-1",
+          "component": "ListItem",
+          "title": "Spring Commencement Ceremony",
+          "subtitle": "June 14 · Main Stadium · 3,200 expected attendees"
+        },
+        {
+          "id": "event-2",
+          "component": "ListItem",
+          "title": "Research Symposium",
+          "subtitle": "June 18 · Science Center · 45 poster presentations"
+        },
+        {
+          "id": "event-3",
+          "component": "ListItem",
+          "title": "Alumni Homecoming Weekend",
+          "subtitle": "June 21–22 · Campus-wide · 1,800 registered"
+        },
+        {
+          "id": "event-4",
+          "component": "ListItem",
+          "title": "New Student Orientation (Summer Cohort)",
+          "subtitle": "June 25 · Student Union · 620 incoming students"
+        },
+        {
+          "id": "event-5",
+          "component": "ListItem",
+          "title": "Board of Trustees Meeting",
+          "subtitle": "June 28 · Administration Building · Closed session"
+        },
+        {
+          "id": "card-alumni",
+          "component": "Card",
+          "children": ["header-alumni", "chart-alumni", "text-alumni-summary"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-alumni",
+          "component": "CardHeader",
+          "title": "Alumni Giving — 4-Year Trend",
+          "subtitle": "Total annual contributions"
+        },
+        {
+          "id": "chart-alumni",
+          "component": "BarChart",
+          "labels": ["2021", "2022", "2023", "2024"],
+          "series": ["series-alumni"],
+          "variant": "grouped",
+          "yLabel": "Millions ($)"
+        },
+        {
+          "id": "series-alumni",
+          "component": "Series",
+          "category": "Total Giving ($M)",
+          "values": [8.2, 9.1, 10.4, 11.8]
+        },
+        {
+          "id": "text-alumni-summary",
+          "component": "TextContent",
+          "text": "**Participation rate:** 23.4% (↑ 2.1% YoY) | **Avg gift:** $412\n\nTop donors: Class of 1995 ($1.2M), Class of 2005 ($980K)",
+          "size": "small"
+        },
+        {
+          "id": "card-dept-focus",
+          "component": "Card",
+          "children": ["header-dept-focus", "form-dept"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-dept-focus",
+          "component": "CardHeader",
+          "title": "🔍 Focus on a Department",
+          "subtitle": "Select a department to drill into detailed metrics"
+        },
+        {
+          "id": "form-dept",
+          "component": "Form",
+          "name": "department-focus",
+          "fields": ["fc-dept-select"],
+          "buttons": "btn-dept-focus-group"
+        },
+        {
+          "id": "fc-dept-select",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-dept",
+          "hint": "Choose a department to view its dashboard"
+        },
+        {
+          "id": "select-dept",
+          "component": "Select",
+          "name": "department",
+          "placeholder": "Select a department...",
+          "items": ["dept-item-1", "dept-item-2", "dept-item-3", "dept-item-4", "dept-item-5", "dept-item-6"]
+        },
+        {
+          "id": "dept-item-1",
+          "component": "SelectItem",
+          "value": "engineering",
+          "label": "School of Engineering"
+        },
+        {
+          "id": "dept-item-2",
+          "component": "SelectItem",
+          "value": "cs",
+          "label": "Computer Science"
+        },
+        {
+          "id": "dept-item-3",
+          "component": "SelectItem",
+          "value": "business",
+          "label": "School of Business"
+        },
+        {
+          "id": "dept-item-4",
+          "component": "SelectItem",
+          "value": "health",
+          "label": "Health Sciences"
+        },
+        {
+          "id": "dept-item-5",
+          "component": "SelectItem",
+          "value": "arts",
+          "label": "Arts & Humanities"
+        },
+        {
+          "id": "dept-item-6",
+          "component": "SelectItem",
+          "value": "education",
+          "label": "School of Education"
+        },
+        {
+          "id": "btn-dept-focus-group",
+          "component": "Buttons",
+          "buttons": ["btn-dept-focus-submit"]
+        },
+        {
+          "id": "btn-dept-focus-submit",
+          "component": "Button",
+          "label": "View Department Dashboard",
+          "variant": "primary"
+        },
+        {
+          "id": "card-approve-course",
+          "component": "Card",
+          "children": ["header-approve", "form-approve"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-approve",
+          "component": "CardHeader",
+          "title": "✅ Approve a New Course",
+          "subtitle": "Submit a course proposal for administrative review"
+        },
+        {
+          "id": "form-approve",
+          "component": "Form",
+          "name": "approve-course",
+          "fields": ["fc-course-name", "fc-course-dept", "fc-course-credits", "fc-course-desc"],
+          "buttons": "btn-approve-group"
+        },
+        {
+          "id": "fc-course-name",
+          "component": "FormControl",
+          "label": "Course Title",
+          "input": "input-course-name"
+        },
+        {
+          "id": "input-course-name",
+          "component": "Input",
+          "name": "course_title",
+          "placeholder": "e.g., Introduction to Machine Learning",
+          "type": "text"
+        },
+        {
+          "id": "fc-course-dept",
+          "component": "FormControl",
+          "label": "Department",
+          "input": "select-course-dept"
+        },
+        {
+          "id": "select-course-dept",
+          "component": "Select",
+          "name": "course_department",
+          "placeholder": "Select department...",
+          "items": ["course-dept-1", "course-dept-2", "course-dept-3", "course-dept-4", "course-dept-5", "course-dept-6"]
+        },
+        {
+          "id": "course-dept-1",
+          "component": "SelectItem",
+          "value": "eng",
+          "label": "Engineering"
+        },
+        {
+          "id": "course-dept-2",
+          "component": "SelectItem",
+          "value": "cs",
+          "label": "Computer Science"
+        },
+        {
+          "id": "course-dept-3",
+          "component": "SelectItem",
+          "value": "bus",
+          "label": "Business"
+        },
+        {
+          "id": "course-dept-4",
+          "component": "SelectItem",
+          "value": "health",
+          "label": "Health Sciences"
+        },
+        {
+          "id": "course-dept-5",
+          "component": "SelectItem",
+          "value": "arts",
+          "label": "Arts & Humanities"
+        },
+        {
+          "id": "course-dept-6",
+          "component": "SelectItem",
+          "value": "edu",
+          "label": "Education"
+        },
+        {
+          "id": "fc-course-credits",
+          "component": "FormControl",
+          "label": "Credit Hours",
+          "input": "input-course-credits",
+          "hint": "Typically 3 or 4 credits"
+        },
+        {
+          "id": "input-course-credits",
+          "component": "Input",
+          "name": "credit_hours",
+          "placeholder": "e.g., 3",
+          "type": "number"
+        },
+        {
+          "id": "fc-course-desc",
+          "component": "FormControl",
+          "label": "Course Description",
+          "input": "textarea-course-desc"
+        },
+        {
+          "id": "textarea-course-desc",
+          "component": "TextArea",
+          "name": "course_description",
+          "placeholder": "Brief description of course content, learning objectives, and prerequisites...",
+          "rows": 4
+        },
+        {
+          "id": "btn-approve-group",
+          "component": "Buttons",
+          "buttons": ["btn-approve-submit", "btn-approve-cancel"]
+        },
+        {
+          "id": "btn-approve-submit",
+          "component": "Button",
+          "label": "Submit for Approval",
+          "variant": "primary"
+        },
+        {
+          "id": "btn-approve-cancel",
+          "component": "Button",
+          "label": "Cancel",
+          "variant": "secondary"
+        },
+        {
+          "id": "card-send-message",
+          "component": "Card",
+          "children": ["header-send-msg", "form-message"],
+          "direction": "column",
+          "gap": "s"
+        },
+        {
+          "id": "header-send-msg",
+          "component": "CardHeader",
+          "title": "📩 Send Message to Student Group",
+          "subtitle": "Compose and send an announcement to a selected group"
+        },
+        {
+          "id": "form-message",
+          "component": "Form",
+          "name": "send-message",
+          "fields": ["fc-msg-group", "fc-msg-subject", "fc-msg-body"],
+          "buttons": "btn-send-msg-group"
+        },
+        {
+          "id": "fc-msg-group",
+          "component": "FormControl",
+          "label": "Recipient Group",
+          "input": "select-msg-group"
+        },
+        {
+          "id": "select-msg-group",
+          "component": "Select",
+          "name": "recipient_group",
+          "placeholder": "Select a student group...",
+          "items": ["msg-group-1", "msg-group-2", "msg-group-3", "msg-group-4", "msg-group-5"]
+        },
+        {
+          "id": "msg-group-1",
+          "component": "SelectItem",
+          "value": "all-students",
+          "label": "All Students (14,200)"
+        },
+        {
+          "id": "msg-group-2",
+          "component": "SelectItem",
+          "value": "incoming-freshmen",
+          "label": "Incoming Freshmen (3,400)"
+        },
+        {
+          "id": "msg-group-3",
+          "component": "SelectItem",
+          "value": "grad-students",
+          "label": "Graduate Students (2,800)"
+        },
+        {
+          "id": "msg-group-4",
+          "component": "SelectItem",
+          "value": "intl-students",
+          "label": "International Students (1,950)"
+        },
+        {
+          "id": "msg-group-5",
+          "component": "SelectItem",
+          "value": "seniors",
+          "label": "Seniors / Graduating Class (3,100)"
+        },
+        {
+          "id": "fc-msg-subject",
+          "component": "FormControl",
+          "label": "Subject",
+          "input": "input-msg-subject"
+        },
+        {
+          "id": "input-msg-subject",
+          "component": "Input",
+          "name": "message_subject",
+          "placeholder": "e.g., Registration Deadline Reminder",
+          "type": "text"
+        },
+        {
+          "id": "fc-msg-body",
+          "component": "FormControl",
+          "label": "Message",
+          "input": "textarea-msg-body"
+        },
+        {
+          "id": "textarea-msg-body",
+          "component": "TextArea",
+          "name": "message_body",
+          "placeholder": "Type your message here...",
+          "rows": 5
+        },
+        {
+          "id": "btn-send-msg-group",
+          "component": "Buttons",
+          "buttons": ["btn-send-submit"]
+        },
+        {
+          "id": "btn-send-submit",
+          "component": "Button",
+          "label": "Send Message",
+          "variant": "primary"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
+
+This dashboard covers all 16 requirements across six organized tabs:
+
+| # | Requirement | Location |
+|---|---|---|
+| 1 | Enrollment + 5-year trend | Overview → Line Chart |
+| 2 | Applications by program | Programs → Horizontal Bar Chart |
+| 3 | Acceptance rate | Overview → Progress bar (62%) |
+| 4 | Tuition revenue | Overview → Text block ($187.4M) |
+| 5 | Course fullness | Programs → Horizontal Bar Chart |
+| 6 | Teaching load | Faculty → Horizontal Bar Chart |
+| 7 | Students at risk | Faculty → Alert + Table |
+| 8 | Scholarship budget | Faculty → Progress (69% used) |
+| 9 | Housing occupancy | Campus → Progress (94%) |
+| 10 | Campus events | Campus → Numbered list |
+| 11 | Alumni giving (4 yrs) | Alumni → Bar Chart |
+| 12 | Department focus | Actions → Select + Button |
+| 13 | Semester comparison | Overview → Comparison Table |
+| 14 | Waitlisted per program | Programs → Table |
+| 15 | Approve new course | Actions → Form |
+| 16 | Message student group | Actions → Form |
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..ecc125057
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"invoice-root"}
+{"op":"add","path":"/elements/invoice-root","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","separator-1","amount-section","separator-2","details-section","separator-3","pay-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["invoice-title","invoice-badge"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":{"$template":"Invoice ${/invoice/number}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/invoice-badge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/amount-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["amount-label","amount-value","currency-label"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/currency-label","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/currency"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-0042","status":"Pending","amountDue":"2,450.00","currency":"USD","currencySymbol":"$","dueDate":"January 15, 2025","clientName":"Acme Design Studio","freelancerName":"Jordan Lee","description":"Website redesign — Phase 2"}}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/details-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["detail-client","detail-desc","detail-due"]}}
+{"op":"add","path":"/elements/detail-client","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["client-label","client-value"]}}
+{"op":"add","path":"/elements/client-label","value":{"type":"TextContent","props":{"text":"Client","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/client-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientName"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/detail-desc","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["desc-label","desc-value"]}}
+{"op":"add","path":"/elements/desc-label","value":{"type":"TextContent","props":{"text":"Description","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/desc-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/description"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/detail-due","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["due-label","due-value"]}}
+{"op":"add","path":"/elements/due-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/due-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/separator-3","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"children":["pay-button","pay-note"]}}
+{"op":"add","path":"/elements/pay-button","value":{"type":"Button","props":{"label":"Pay Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/status","value":"Paid"}}},"children":[]}}
+{"op":"add","path":"/elements/pay-note","value":{"type":"TextContent","props":{"text":"Secure payment via bank transfer or card. You'll receive a confirmation email.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..570bec5b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,20 @@
+
+
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["invoice-header","status-row","amount-due-card","due-date-card","payment-card"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"CardHeader","props":{"title":"Invoice INV-2025-018","subtitle":"Freelance design services — Meridian Studio"},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s"},"children":["status-tag","terms-badge"]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":"Payment due","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/terms-badge","value":{"type":"Badge","props":{"text":"Net 14","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/amount-due-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amountDue":"1,250.00","currency":"USD","dueDate":"June 12, 2025"}}
+{"op":"add","path":"/elements/due-date-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"s"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/payment-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["payment-help","pay-now-button","paid-alert"]}}
+{"op":"add","path":"/elements/payment-help","value":{"type":"TextContent","props":{"text":"Pay securely with card, Apple Pay, or bank transfer.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amountDue} now"},"variant":"primary","size":"large"},"visible":{"$state":"/paymentStatus","neq":"paid"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStatus","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/paid-alert","value":{"type":"Alert","props":{"title":"Payment started","description":"Thanks — your payment is now being processed.","variant":"success"},"visible":{"$state":"/paymentStatus","eq":"paid"},"children":[]}}
+{"op":"add","path":"/state/paymentStatus","value":"unpaid"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..5c0f6266e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"invoice-root"}
+{"op":"add","path":"/elements/invoice-root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["invoice-header","separator-1","amount-section","separator-2","details-section","separator-3","line-items-section","pay-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-title","invoice-meta"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":{"$template":"Invoice ${/invoice/number}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"TextContent","props":{"text":{"$template":"From: ${/invoice/from} → To: ${/invoice/client}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2024-0042","from":"Alex Rivera Design","client":"Acme Corp","amountDue":3450.00,"currency":"USD","dueDate":"2025-02-15","status":"pending"}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/amount-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["amount-label","amount-value","status-badge"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":"Pending Payment","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/details-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["due-date-row","issued-row"]}}
+{"op":"add","path":"/elements/due-date-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/dueDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/issued-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["issued-label","issued-value"]}}
+{"op":"add","path":"/elements/issued-label","value":{"type":"TextContent","props":{"text":"Issued","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/issued-value","value":{"type":"TextContent","props":{"text":"2025-01-15","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-3","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/line-items-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["line-items-heading","line-items-list"]}}
+{"op":"add","path":"/elements/line-items-heading","value":{"type":"TextContent","props":{"text":"Line Items","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/line-items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/invoice/lineItems","key":"id"},"children":["line-item-row"]}}
+{"op":"add","path":"/elements/line-item-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["line-item-name","line-item-amount"]}}
+{"op":"add","path":"/elements/line-item-name","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/line-item-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice/lineItems","value":[]}
+{"op":"add","path":"/state/invoice/lineItems/0","value":{"id":"1","description":"Brand Identity Design","amount":1800.00}}
+{"op":"add","path":"/state/invoice/lineItems/1","value":{"id":"2","description":"Landing Page UI/UX","amount":1200.00}}
+{"op":"add","path":"/state/invoice/lineItems/2","value":{"id":"3","description":"Icon Set (12 icons)","amount":450.00}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"children":["pay-button","pay-note"]}}
+{"op":"add","path":"/elements/pay-button","value":{"type":"Button","props":{"label":"Pay Now — $3,450.00","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/status","value":"paid"}}},"children":[]}}
+{"op":"add","path":"/elements/pay-note","value":{"type":"TextContent","props":{"text":"Secure payment via Stripe. You'll receive a receipt by email.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice/status","value":"pending"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..8d3e6d660
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,22 @@
+
+
+{"op":"add","path":"/root","value":"invoice-root"}
+{"op":"add","path":"/elements/invoice-root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["invoice-header","separator-1","amount-section","separator-2","due-date-section","separator-3","pay-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2024-0047","subtitle":"From: Alex Rivera Design Studio"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/amount-section","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["amount-label","amount-value","currency-badge"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount Due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/currency-badge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/currency"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amountDue":"2,450.00","currency":"USD","currencySymbol":"$","dueDate":"July 15, 2025","clientName":"Acme Corp","projectName":"Brand Identity Redesign"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/due-date-section","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due Date","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-3","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/pay-section","value":{"type":"Card","props":{"direction":"column","gap":"m","align":"stretch"},"children":["pay-button","pay-note"]}}
+{"op":"add","path":"/elements/pay-button","value":{"type":"Button","props":{"label":"Pay Now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/pay-note","value":{"type":"TextContent","props":{"text":"Secure payment via bank transfer or card. You'll receive a receipt by email.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice/paid","value":false}
+{"op":"add","path":"/elements/paid-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Payment Submitted","description":"Thank you! Your payment is being processed. A confirmation email will be sent shortly."},"visible":{"$state":"/invoice/paid"},"children":[]}}
+{"op":"replace","path":"/elements/invoice-root/children","value":["invoice-header","separator-1","amount-section","separator-2","due-date-section","separator-3","pay-section","paid-confirmation"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..a0a623057
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,38 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["screen-header","meeting-card","attendees-card","join-card"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"Heading","props":{"text":"Next on calendar","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["meeting-badge","meeting-title","meeting-time-row"]}}
+{"op":"add","path":"/elements/meeting-badge","value":{"type":"Badge","props":{"text":"Next meeting","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"TextContent","props":{"text":{"$state":"/meeting/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{}}
+{"op":"add","path":"/state/meeting/title","value":"Design sync: Q3 calendar rollout"}
+{"op":"add","path":"/elements/meeting-time-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"baseline"},"children":["time-label","meeting-start-time"]}}
+{"op":"add","path":"/elements/time-label","value":{"type":"TextContent","props":{"text":"Start time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/meeting-start-time","value":{"type":"TextContent","props":{"text":{"$state":"/meeting/startTime"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/meeting/startTime","value":"Today · 2:00 PM - 2:30 PM"}
+{"op":"add","path":"/elements/attendees-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["attendees-header","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-header","value":{"type":"CardHeader","props":{"title":"Attendees","subtitle":{"$template":"${/meeting/attendeeCount} invited"}},"children":[]}}
+{"op":"add","path":"/state/meeting/attendeeCount","value":4}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"s"},"children":["attendee-identity","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["attendee-avatar","attendee-text"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-text","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"tagVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"attendee-1","name":"Ava Chen","role":"Organizer","initials":"AC","status":"Accepted","tagVariant":"success"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"attendee-2","name":"Marcus Reed","role":"Product","initials":"MR","status":"Accepted","tagVariant":"success"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"attendee-3","name":"Priya Natarajan","role":"Engineering","initials":"PN","status":"Tentative","tagVariant":"warning"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"attendee-4","name":"Sofia Alvarez","role":"Marketing","initials":"SA","status":"Invited","tagVariant":"neutral"}}
+{"op":"add","path":"/elements/join-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["join-header","join-link-row","join-actions","joined-alert"]}}
+{"op":"add","path":"/elements/join-header","value":{"type":"CardHeader","props":{"title":"Join the call","subtitle":"Video conference is ready"},"children":[]}}
+{"op":"add","path":"/elements/join-link-row","value":{"type":"TextContent","props":{"text":{"$template":"Link: ${/meeting/link}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/meeting/link","value":"meet.nimbus.io/design-sync"}
+{"op":"add","path":"/elements/join-actions","value":{"type":"Buttons","props":{"direction":"row"},"buttons":["join-button"],"children":[]}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/joined"},"$then":"Joining...","$else":"Join call"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/joined-alert","value":{"type":"Alert","props":{"title":"Joining call","description":"Connecting you to the meeting.","variant":"success"},"visible":{"$state":"/joined"},"children":[]}}
+{"op":"add","path":"/state/joined","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..4de792a07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,20 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["meeting-header","separator","attendees-label","attendees-list","join-section"]}}
+{"op":"add","path":"/elements/meeting-header","value":{"type":"CardHeader","props":{"title":{"$state":"/meeting/title"},"subtitle":{"$state":"/meeting/time"}},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","time":"Today at 2:30 PM – 3:15 PM"}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-label","value":{"type":"TextContent","props":{"text":"**Attendees**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/meeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-name"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"}},"children":[]}}
+{"op":"add","path":"/state/meeting/attendees","value":[]}
+{"op":"add","path":"/state/meeting/attendees/0","value":{"id":"1","name":"Sarah Chen","initials":"SC","role":"Product Lead"}}
+{"op":"add","path":"/state/meeting/attendees/1","value":{"id":"2","name":"Marcus Johnson","initials":"MJ","role":"Engineering Manager"}}
+{"op":"add","path":"/state/meeting/attendees/2","value":{"id":"3","name":"Priya Patel","initials":"PP","role":"Design Director"}}
+{"op":"add","path":"/state/meeting/attendees/3","value":{"id":"4","name":"Alex Rivera","initials":"AR","role":"Data Analyst"}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"children":["join-btn","join-hint"]}}
+{"op":"add","path":"/elements/join-btn","value":{"type":"Button","props":{"label":"Join Call","variant":"primary","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/join-hint","value":{"type":"TextContent","props":{"text":"Meeting link will open in your browser","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..83a9e8165
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,29 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","separator-1","attendees-section","separator-2","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["meeting-label","meeting-title","meeting-time"]}}
+{"op":"add","path":"/elements/meeting-label","value":{"type":"Badge","props":{"text":"Next Meeting","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/meeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/meeting/date} · ${/meeting/startTime} – ${/meeting/endTime}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","date":"Today","startTime":"2:00 PM","endTime":"3:00 PM"}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["attendees-heading","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"TextContent","props":{"text":{"$template":"Attendees (${/meeting/attendeeCount})"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/meeting/attendeeCount","value":4}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/meeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["attendee-avatar","attendee-info"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/meeting/attendees","value":[]}
+{"op":"add","path":"/state/meeting/attendees/0","value":{"id":"1","name":"Sarah Chen","initials":"SC","role":"Product Lead"}}
+{"op":"add","path":"/state/meeting/attendees/1","value":{"id":"2","name":"Marcus Johnson","initials":"MJ","role":"Engineering Manager"}}
+{"op":"add","path":"/state/meeting/attendees/2","value":{"id":"3","name":"Priya Patel","initials":"PP","role":"UX Designer"}}
+{"op":"add","path":"/state/meeting/attendees/3","value":{"id":"4","name":"David Kim","initials":"DK","role":"Data Analyst"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear","align":"stretch"},"children":["join-button","join-hint"]}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":"🎥  Join Meeting","variant":"primary","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/join-hint","value":{"type":"TextContent","props":{"text":{"$template":"Meeting link: ${/meeting/link}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/meeting/link","value":"https://meet.example.com/q3-roadmap"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..81114a9a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,28 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","separator-1","attendees-section","separator-2","join-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["meeting-title","meeting-time"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"TextContent","props":{"text":{"$state":"/meeting/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"🕐 ${/meeting/startTime} · ${/meeting/duration}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/meeting","value":{"title":"Q3 Product Roadmap Review","startTime":"Today, 2:00 PM","duration":"45 min","joinUrl":"https://meet.example.com/q3-roadmap"}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["attendees-label","attendees-list"]}}
+{"op":"add","path":"/elements/attendees-label","value":{"type":"TextContent","props":{"text":{"$template":"Attendees (${/attendeeCount})"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/attendeeCount","value":4}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["attendee-avatar","attendee-info"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"1","name":"Sarah Chen","role":"Product Lead","initials":"SC"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"2","name":"Marcus Johnson","role":"Engineering Manager","initials":"MJ"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"3","name":"Priya Patel","role":"UX Designer","initials":"PP"}}
+{"op":"add","path":"/state/attendees/3","value":{"id":"4","name":"David Kim","role":"Data Analyst","initials":"DK"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/join-section","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"stretch","variant":"clear"},"children":["join-button","join-hint"]}}
+{"op":"add","path":"/elements/join-button","value":{"type":"Button","props":{"label":"📹 Join Meeting","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joined","value":true}}},"children":[]}}
+{"op":"add","path":"/state/joined","value":false}
+{"op":"add","path":"/elements/join-hint","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/joined"},"$then":"✅ You're joining the call…","$else":"Meeting link will open in your browser"},"size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..877795ac0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r1.txt
@@ -0,0 +1,12 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["hero-heading","value-sentence","email-field","subscribe-button","success-alert"]}}
+{"op":"add","path":"/elements/hero-heading","value":{"type":"Heading","props":{"text":"Join the weekly product newsletter","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/value-sentence","value":{"type":"TextContent","props":{"text":"Subscribers get one concise weekly email with product updates, practical tips, and early access to new features.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We send one email per week—no spam."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large","type":"normal"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"You're subscribed!","description":"Thanks for signing up. Watch your inbox for next week's product newsletter.","variant":"success"},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..b2ac367bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r2.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"center"},"children":["heading","description","separator","form-area","success-msg"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"📬 The Weekly Product Digest","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/description","value":{"type":"TextContent","props":{"text":"Every Tuesday, get a curated roundup of the best product launches, feature breakdowns, and growth strategies — delivered straight to your inbox in under 5 minutes of reading.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/form-area","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"visible":{"$state":"/subscribed","not":true},"children":["email-field","subscribe-btn"]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email. Unsubscribe anytime."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe — it's free","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/success-msg","value":{"type":"Callout","props":{"variant":"success","title":"You're in! 🎉","description":"Check your inbox for a confirmation email. See you next Tuesday!"},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/state/subscribed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..71c2548f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r3.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"center"},"children":["heading","description","form-area","success-msg"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"The Weekly Product Digest","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/description","value":{"type":"TextContent","props":{"text":"Get curated insights on product strategy, design patterns, and growth tactics delivered to your inbox every Tuesday morning.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/form-area","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end"},"visible":{"$state":"/subscribed","not":true},"children":["email-field","subscribe-btn"]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/success-msg","value":{"type":"Callout","props":{"variant":"success","title":"You're in!","description":"Check your inbox to confirm your subscription. See you next Tuesday."},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/state/subscribed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..9916b2aae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-newsletter__r4.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"center"},"children":["heading","description","email-form","success-msg"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"The Weekly Product Digest","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/description","value":{"type":"TextContent","props":{"text":"Every Friday, get a curated roundup of the most impactful product launches, feature updates, and industry insights — delivered straight to your inbox in under 5 minutes of reading.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/email-form","value":{"type":"Card","props":{"direction":"column","gap":"m","align":"stretch"},"children":["email-control","subscribe-btn"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We'll never share your email. Unsubscribe anytime."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/email"}},"children":[]}}
+{"op":"add","path":"/elements/subscribe-btn","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/success-msg","value":{"type":"Callout","props":{"variant":"success","title":"You're in!","description":"Check your inbox for a confirmation email. See you this Friday."},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/state/subscribed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..83bfbf6ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r1.txt
@@ -0,0 +1,35 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","tracking-steps","location-card","delivery-estimate","separator","problem-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"📦 Delivery Tracking","subtitle":"Order #ORD-2024-78432"}}}
+{"op":"add","path":"/elements/tracking-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4","step-5"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"June 10, 2025 at 2:34 PM"}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped","details":"June 11, 2025 at 9:15 AM — Left warehouse in Austin, TX"}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In Transit","details":"June 12, 2025 at 6:42 AM — Arrived at sorting facility in Memphis, TN"}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Pending"}}}
+{"op":"add","path":"/elements/step-5","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Pending"}}}
+{"op":"add","path":"/elements/location-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["location-heading","location-text","location-badge"]}}
+{"op":"add","path":"/elements/location-heading","value":{"type":"Heading","props":{"text":"Current Location","level":"h3"}}}
+{"op":"add","path":"/elements/location-text","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/currentLocation"}}}}
+{"op":"add","path":"/elements/location-badge","value":{"type":"Tag","props":{"text":{"$state":"/delivery/status"},"variant":"info","size":"md"}}}
+{"op":"add","path":"/state/delivery","value":{"currentLocation":"Memphis, TN — FedEx Sorting Facility","status":"In Transit","estimatedDate":"June 14, 2025","estimatedWindow":"10:00 AM – 2:00 PM","carrier":"FedEx Express","trackingNumber":"7841-2295-8834"}}
+{"op":"add","path":"/elements/delivery-estimate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["estimate-heading","estimate-row","estimate-window","carrier-row"]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"}}}
+{"op":"add","path":"/elements/estimate-row","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/delivery/estimatedDate}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$template":"🕐 Delivery window: ${/delivery/estimatedWindow}"},"size":"default"}}}
+{"op":"add","path":"/elements/carrier-row","value":{"type":"TextContent","props":{"text":{"$template":"🚚 Carrier: ${/delivery/carrier}  |  Tracking: ${/delivery/trackingNumber}"},"size":"small"}}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{}}}
+{"op":"add","path":"/elements/problem-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["problem-heading","problem-description","problem-buttons","problem-form"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Report a Problem","level":"h3"}}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextContent","props":{"text":"Experiencing an issue with your delivery? Let us know and we'll help resolve it.","size":"small"}}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-damaged","btn-late","btn-wrong","btn-other"]}}}
+{"op":"add","path":"/elements/btn-damaged","value":{"type":"Button","props":{"label":"📦 Damaged Package","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/selectedType","value":"Damaged Package"}}}}}
+{"op":"add","path":"/elements/btn-late","value":{"type":"Button","props":{"label":"⏰ Running Late","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/selectedType","value":"Running Late"}}}}}
+{"op":"add","path":"/elements/btn-wrong","value":{"type":"Button","props":{"label":"❌ Wrong Item","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/selectedType","value":"Wrong Item"}}}}}
+{"op":"add","path":"/elements/btn-other","value":{"type":"Button","props":{"label":"💬 Other Issue","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/selectedType","value":"Other"}}}}}
+{"op":"add","path":"/state/problem","value":{"selectedType":"","description":"","submitted":false}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"visible":{"$state":"/problem/selectedType"},"children":["selected-type-display","problem-textarea","submit-btn","success-alert"]}}
+{"op":"add","path":"/elements/selected-type-display","value":{"type":"TextContent","props":{"text":{"$template":"Issue type: **${/problem/selectedType}**"},"size":"small-heavy"}}}
+{"op":"add","path":"/elements/problem-textarea","value":{"type":"FormControl","props":{"label":"Describe the issue","input":"problem-input","hint":"Please provide as much detail as possible."}}}
+{"op":"add","path":"/elements/problem-input","value":{"type":"TextArea","props":{"name":"problemDescription","placeholder":"Tell us what happened...","rows":4,"value":{"$bindState":"/problem/description"}},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/submitted","value":true}}}}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Report Submitted","description":"Thank you! Our support team will review your report and contact you within 24 hours.","variant":"success"},"visible":{"$state":"/problem/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..5c665398c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r2.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","tracking-number","steps-card","location-callout","delivery-date-card","separator","report-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Delivery Tracking","subtitle":"Order #ORD-2024-78432"}}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"text":{"$template":"Tracking: ${/delivery/trackingNumber}"},"size":"small"}}}
+{"op":"add","path":"/state/delivery","value":{"trackingNumber":"1Z999AA10123456784","currentStep":3,"currentLocation":"Memphis, TN — FedEx Distribution Center","estimatedDate":"Thursday, January 16, 2025","estimatedWindow":"2:00 PM – 6:00 PM"}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["steps-label","steps"]}}
+{"op":"add","path":"/elements/steps-label","value":{"type":"TextContent","props":{"text":"**Delivery Progress**","size":"small-heavy"}}}
+{"op":"add","path":"/elements/steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4","step-5"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Placed","details":"Jan 11, 2025 — 9:42 AM"}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Jan 12, 2025 — 3:15 PM"}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Jan 14, 2025 — 7:08 AM"}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Pending"}}}
+{"op":"add","path":"/elements/step-5","value":{"type":"StepsItem","props":{"title":"Delivered","details":"Pending"}}}
+{"op":"add","path":"/elements/location-callout","value":{"type":"Callout","props":{"variant":"info","title":"Current Location","description":{"$state":"/delivery/currentLocation"}}}}
+{"op":"add","path":"/elements/delivery-date-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["delivery-date-label","delivery-date-value","delivery-window"]}}
+{"op":"add","path":"/elements/delivery-date-label","value":{"type":"TextContent","props":{"text":"Estimated Delivery","size":"small"}}}
+{"op":"add","path":"/elements/delivery-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/delivery-window","value":{"type":"TextContent","props":{"text":{"$template":"Delivery window: ${/delivery/estimatedWindow}"},"size":"small"}}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{}}}
+{"op":"add","path":"/elements/report-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["report-heading","report-description","report-dialog"]}}
+{"op":"add","path":"/elements/report-heading","value":{"type":"TextContent","props":{"text":"**Having an issue?**","size":"default"}}}
+{"op":"add","path":"/elements/report-description","value":{"type":"TextContent","props":{"text":"If your package is delayed, damaged, or missing, you can report a problem and our team will follow up within 24 hours.","size":"small"}}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","triggerVariant":"secondary","title":"Report a Delivery Problem","description":"Tell us what went wrong and we'll get it sorted.","content":["report-form"]}}}
+{"op":"add","path":"/elements/report-form","value":{"type":"Form","props":{"name":"reportForm","buttons":"report-buttons","fields":["report-type-field","report-details-field"]},"children":[]}}
+{"op":"add","path":"/elements/report-type-field","value":{"type":"FormControl","props":{"label":"Problem Type","input":"report-type-select"}}}
+{"op":"add","path":"/elements/report-type-select","value":{"type":"Select","props":{"name":"problemType","placeholder":"Select an issue…","value":{"$bindState":"/reportForm/problemType"},"items":["opt-delayed","opt-damaged","opt-missing","opt-wrong-item","opt-other"]}}}
+{"op":"add","path":"/elements/opt-delayed","value":{"type":"SelectItem","props":{"value":"delayed","label":"Package is delayed"}}}
+{"op":"add","path":"/elements/opt-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/opt-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package is missing"}}}
+{"op":"add","path":"/elements/opt-wrong-item","value":{"type":"SelectItem","props":{"value":"wrong-item","label":"Wrong item received"}}}
+{"op":"add","path":"/elements/opt-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"}}}
+{"op":"add","path":"/elements/report-details-field","value":{"type":"FormControl","props":{"label":"Details","hint":"Provide any additional context that may help us resolve the issue.","input":"report-details-input"}}}
+{"op":"add","path":"/elements/report-details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe the issue…","rows":4,"value":{"$bindState":"/reportForm/details"}}}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["report-submit-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/report-submit-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}}}}
+{"op":"add","path":"/state/reportForm","value":{"problemType":"","details":""}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..a84090cc1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r3.txt
@@ -0,0 +1,40 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","tracking-info","progress-section","delivery-eta","separator","problem-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Track Your Delivery","subtitle":"Order #ORD-2024-78543"},"children":[]}}
+{"op":"add","path":"/elements/tracking-info","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["tracking-left","tracking-badge"]}}
+{"op":"add","path":"/elements/tracking-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["tracking-label","tracking-number"]}}
+{"op":"add","path":"/elements/tracking-label","value":{"type":"TextContent","props":{"text":"Tracking Number","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/trackingNumber"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tracking-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/statusLabel"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/delivery/trackingNumber","value":"1Z-999-AA1-0123-4567-84"}
+{"op":"add","path":"/state/delivery/statusLabel","value":"In Transit"}
+{"op":"add","path":"/elements/progress-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["progress-heading","delivery-steps"]}}
+{"op":"add","path":"/elements/progress-heading","value":{"type":"Heading","props":{"text":"Package Location","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/delivery-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]},"children":[]}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Confirmed","details":"Your order was placed and confirmed on Jan 12, 2025 at 9:42 AM."},"children":[]}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped from Warehouse","details":"Package left our fulfillment center in Austin, TX on Jan 13, 2025."},"children":[]}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In Transit — Current Location","details":"Package is at the regional sorting facility in Memphis, TN. Last scanned Jan 14, 2025 at 6:18 PM."},"children":[]}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Package will be loaded onto a delivery vehicle for final delivery."},"children":[]}}
+{"op":"add","path":"/elements/delivery-eta","value":{"type":"Callout","props":{"variant":"info","title":"Estimated Delivery","description":"Thursday, January 16, 2025 between 10:00 AM – 2:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/problem-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["problem-heading","problem-description","report-dialog"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Need Help?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextContent","props":{"text":"If something doesn't look right with your delivery, you can report an issue and our support team will get back to you within 24 hours.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","title":"Report a Delivery Issue","description":"Tell us what went wrong and we'll investigate.","triggerVariant":"destructive","content":["problem-form"]},"children":[]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"problemReport","fields":["problem-category-field","problem-details-field"],"buttons":"problem-buttons"},"children":[]}}
+{"op":"add","path":"/elements/problem-category-field","value":{"type":"FormControl","props":{"label":"Issue Type","input":"problem-select"},"children":[]}}
+{"op":"add","path":"/elements/problem-select","value":{"type":"Select","props":{"name":"category","placeholder":"Select an issue…","items":["opt-late","opt-damaged","opt-missing","opt-wrong-address","opt-other"],"value":{"$bindState":"/problemReport/category"}},"children":[]}}
+{"op":"add","path":"/elements/opt-late","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/opt-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/opt-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but not received"},"children":[]}}
+{"op":"add","path":"/elements/opt-wrong-address","value":{"type":"SelectItem","props":{"value":"wrong_address","label":"Delivered to wrong address"},"children":[]}}
+{"op":"add","path":"/elements/opt-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other issue"},"children":[]}}
+{"op":"add","path":"/elements/problem-details-field","value":{"type":"FormControl","props":{"label":"Describe the Problem","input":"problem-textarea","hint":"Include any relevant details like dates, locations, or photos."},"children":[]}}
+{"op":"add","path":"/elements/problem-textarea","value":{"type":"TextArea","props":{"name":"details","placeholder":"What happened?","rows":4,"value":{"$bindState":"/problemReport/details"}},"children":[]}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit-problem"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit-problem","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/problemReport/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/problemReport/category","value":""}
+{"op":"add","path":"/state/problemReport/details","value":""}
+{"op":"add","path":"/state/problemReport/submitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..8e25beb23
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-order__r4.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","status-callout","progress-section","eta-card","separator","report-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"📦 Delivery Tracking","subtitle":"Order #TRK-2024-88431"}}}
+{"op":"add","path":"/elements/status-callout","value":{"type":"Callout","props":{"variant":"info","title":{"$state":"/delivery/currentStatus"},"description":{"$state":"/delivery/currentLocation"}}}}
+{"op":"add","path":"/state/delivery","value":{"currentStatus":"In Transit","currentLocation":"Package is at the Memphis, TN distribution center","estimatedDate":"Thursday, January 16, 2025","estimatedWindow":"2:00 PM – 6:00 PM"}}
+{"op":"add","path":"/elements/progress-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["progress-title","progress-steps"]}}
+{"op":"add","path":"/elements/progress-title","value":{"type":"Heading","props":{"text":"Delivery Progress","level":"h3"}}}
+{"op":"add","path":"/elements/progress-steps","value":{"type":"Steps","props":{"items":["step-1","step-2","step-3","step-4"]}}}
+{"op":"add","path":"/elements/step-1","value":{"type":"StepsItem","props":{"title":"Order Confirmed","details":"Jan 12, 2025 at 9:14 AM — Order placed and payment verified."}}}
+{"op":"add","path":"/elements/step-2","value":{"type":"StepsItem","props":{"title":"Shipped","details":"Jan 13, 2025 at 3:42 PM — Package picked up by carrier in Austin, TX."}}}
+{"op":"add","path":"/elements/step-3","value":{"type":"StepsItem","props":{"title":"In Transit","details":"Jan 14, 2025 at 7:05 AM — Arrived at Memphis, TN distribution center."}}}
+{"op":"add","path":"/elements/step-4","value":{"type":"StepsItem","props":{"title":"Out for Delivery","details":"Pending — Package will be loaded onto a local delivery vehicle."}}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["eta-heading","eta-date","eta-window"]}}
+{"op":"add","path":"/elements/eta-heading","value":{"type":"Heading","props":{"text":"Estimated Delivery","level":"h3"}}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/delivery/estimatedDate}"},"size":"large-heavy"}}}
+{"op":"add","path":"/elements/eta-window","value":{"type":"TextContent","props":{"text":{"$template":"🕐 Delivery window: ${/delivery/estimatedWindow}"},"size":"default"}}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true}}}
+{"op":"add","path":"/elements/report-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["report-heading","report-description","report-dialog"]}}
+{"op":"add","path":"/elements/report-heading","value":{"type":"Heading","props":{"text":"Having an issue?","level":"h3"}}}
+{"op":"add","path":"/elements/report-description","value":{"type":"TextContent","props":{"text":"If your package is late, damaged, or missing, you can report a problem and our support team will follow up within 24 hours.","size":"small"}}}
+{"op":"add","path":"/elements/report-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a Problem","triggerVariant":"destructive","title":"Report a Delivery Problem","description":"Tell us what went wrong and we'll get it sorted.","content":["report-form"]}}}
+{"op":"add","path":"/elements/report-form","value":{"type":"Form","props":{"name":"reportForm","fields":["problem-type-control","problem-details-control"],"buttons":"report-buttons"}}}
+{"op":"add","path":"/elements/problem-type-control","value":{"type":"FormControl","props":{"label":"What's the issue?","input":"problem-type-select"}}}
+{"op":"add","path":"/elements/problem-type-select","value":{"type":"Select","props":{"name":"problemType","placeholder":"Select an issue…","items":["issue-late","issue-damaged","issue-missing","issue-wrong-item","issue-other"],"value":{"$bindState":"/reportForm/problemType"}}}}
+{"op":"add","path":"/elements/issue-late","value":{"type":"SelectItem","props":{"value":"late","label":"Package is late"}}}
+{"op":"add","path":"/elements/issue-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"}}}
+{"op":"add","path":"/elements/issue-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but missing"}}}
+{"op":"add","path":"/elements/issue-wrong-item","value":{"type":"SelectItem","props":{"value":"wrong-item","label":"Received wrong item"}}}
+{"op":"add","path":"/elements/issue-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"}}}
+{"op":"add","path":"/elements/problem-details-control","value":{"type":"FormControl","props":{"label":"Additional details","hint":"Include any relevant info like photos, gate codes, or neighbor names.","input":"problem-details-input"}}}
+{"op":"add","path":"/elements/problem-details-input","value":{"type":"TextArea","props":{"name":"problemDetails","placeholder":"Describe the issue…","rows":4,"value":{"$bindState":"/reportForm/problemDetails"}}}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report-btn"],"direction":"row"}}}
+{"op":"add","path":"/elements/submit-report-btn","value":{"type":"Button","props":{"label":"Submit Report","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/reportForm/submitted","value":true}}}}}
+{"op":"add","path":"/state/reportForm","value":{"problemType":"","problemDetails":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..64e53332d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"gap":"m","direction":"column"},"children":["heading","subtitle","separator","restaurant-list","footer"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Tap a restaurant to cast your vote. Results update in real time!","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/restaurant-list","value":{"type":"Card","props":{"variant":"clear","gap":"s","direction":"column"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":["restaurant-info","vote-badge"]}}
+{"op":"add","path":"/elements/restaurant-info","value":{"type":"Card","props":{"variant":"clear","gap":"xs","direction":"column"},"children":["restaurant-name","restaurant-cuisine"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-cuisine","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-badge","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/footer","value":{"type":"TextContent","props":{"text":"14 team members have voted so far. Poll closes Thursday at 5 PM.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Bella Italia","cuisine":"Italian · Pasta, Pizza & Wine","votes":4}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Sakura Sushi","cuisine":"Japanese · Sushi & Ramen","votes":7}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"The Smokehouse","cuisine":"American BBQ · Ribs & Brisket","votes":3}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..032aa6267
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,10 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["question","poll-options","vote-button"]}}
+{"op":"add","path":"/elements/question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"RadioGroup","props":{"name":"restaurant","value":{"$bindState":"/selectedRestaurant"}},"children":["option-1","option-2","option-3"]}}
+{"op":"add","path":"/elements/option-1","value":{"type":"RadioItem","props":{"label":"Bella Italia","description":"Homemade pasta & wood-fired pizza","value":"bella-italia"},"children":[]}}
+{"op":"add","path":"/elements/option-2","value":{"type":"RadioItem","props":{"label":"Sakura Sushi","description":"Fresh sushi bowls & ramen","value":"sakura-sushi"},"children":[]}}
+{"op":"add","path":"/elements/option-3","value":{"type":"RadioItem","props":{"label":"The Smokehouse","description":"Slow-smoked BBQ & craft beers","value":"the-smokehouse"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":"Cast My Vote","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/voted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/state/voted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..e939dc99d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["heading","subtitle","poll-options","vote-btn","success-msg"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"🍽️ Team Lunch Poll","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Where should we go for lunch on Friday?","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"RadioGroup","props":{"name":"restaurant","items":["opt-1","opt-2","opt-3"],"value":{"$bindState":"/selectedRestaurant"}},"children":[]}}
+{"op":"add","path":"/elements/opt-1","value":{"type":"RadioItem","props":{"label":"Bella Italia","description":"Homemade pasta, wood-fired pizza & tiramisu","value":"bella-italia"},"children":[]}}
+{"op":"add","path":"/elements/opt-2","value":{"type":"RadioItem","props":{"label":"Sakura Sushi","description":"Fresh omakase, ramen bowls & matcha desserts","value":"sakura-sushi"},"children":[]}}
+{"op":"add","path":"/elements/opt-3","value":{"type":"RadioItem","props":{"label":"The Smokehouse","description":"Slow-smoked brisket, ribs & craft beer on tap","value":"the-smokehouse"},"children":[]}}
+{"op":"add","path":"/elements/vote-btn","value":{"type":"Button","props":{"label":"Cast My Vote","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/hasVoted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/success-msg","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded!","description":"Thanks for voting. Results will be shared Thursday afternoon."},"visible":{"$state":"/hasVoted"},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/state/hasVoted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..f2c18dacc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["question","subtitle","options-list","footer-note"]}}
+{"op":"add","path":"/elements/question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Tap a restaurant to cast your vote. Most votes wins!","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/options-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["option-card"]}}
+{"op":"add","path":"/elements/option-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":["option-info","option-action"]}}
+{"op":"add","path":"/elements/option-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["option-name","option-cuisine"]}}
+{"op":"add","path":"/elements/option-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/option-cuisine","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/option-action","value":{"type":"Button","props":{"label":"Vote","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"1","name":"Bella Italia","cuisine":"Italian · Pasta, Pizza & Wine"}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"2","name":"Sakura Sushi","cuisine":"Japanese · Fresh Sushi & Ramen"}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"3","name":"El Fuego","cuisine":"Mexican · Tacos, Burritos & Margaritas"}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Poll closes Thursday at 5 PM. Results will be shared in #team-lunch.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..ed181b459
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,31 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"l"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["person-name","person-role"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"level":"h1","text":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"Badge","props":{"variant":"secondary","text":{"$state":"/person/role"}},"children":[]}}
+{"op":"add","path":"/state/person","value":{}}
+{"op":"add","path":"/state/person/name","value":"Priya Sharma"}
+{"op":"add","path":"/state/person/role","value":"Senior Product Manager"}
+{"op":"add","path":"/state/person/initials","value":"PS"}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"level":"h2","text":"About"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"}},"children":[]}}
+{"op":"add","path":"/state/person/bio","value":"Priya leads roadmap and discovery for the payments platform. She partners with engineering, design, and compliance to ship customer-facing releases while mentoring new product managers across the company."}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"watch":{"/sentMessages":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":["message-heading","message-intro","form-card","success-alert"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"level":"h2","text":"Send a message"},"children":[]}}
+{"op":"add","path":"/elements/message-intro","value":{"type":"TextContent","props":{"text":{"$template":"Send a private note to ${/person/name}."}},"children":[]}}
+{"op":"add","path":"/elements/form-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["field-sender","field-message","send-button"]}}
+{"op":"add","path":"/elements/field-sender","value":{"type":"FormControl","props":{"label":"Your name","hint":"How the recipient will see your note.","input":"sender-input"},"children":[]}}
+{"op":"add","path":"/elements/sender-input","value":{"type":"Input","props":{"name":"senderName","placeholder":"Jane Doe","value":{"$bindState":"/senderName"}},"children":[]}}
+{"op":"add","path":"/state/senderName","value":"Alex Rivera"}
+{"op":"add","path":"/elements/field-message","value":{"type":"FormControl","props":{"label":"Message","hint":"Keep it short and actionable.","input":"message-input"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Priya, I wanted to connect about...","rows":4,"value":{"$bindState":"/messageDraft"}},"children":[]}}
+{"op":"add","path":"/state/messageDraft","value":"Hi Priya, I’d love to sync on the Q3 directory refresh when you have a moment."}
+{"op":"add","path":"/elements/send-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/sentMessages","value":{"id":"$id","from":{"$state":"/senderName"},"to":{"$state":"/person/name"},"body":{"$state":"/messageDraft"}},"clearStatePath":"/messageDraft"}}},"children":[]}}
+{"op":"add","path":"/state/sentMessages","value":[]}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"variant":"success","title":"Message sent","description":"Your message has been queued for delivery."},"visible":{"$state":"/messageSent"},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..1201d46fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,25 @@
+
+
+{"op":"add","path":"/root","value":"main-card"}
+{"op":"add","path":"/elements/main-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["profile-header","separator-1","bio-section","separator-2","message-section"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":"SR","alt":"Sarah Reynolds"},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["person-name","person-role"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"Tag","props":{"text":{"$state":"/person/role"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Sarah Reynolds","role":"Senior Product Designer","bio":"Sarah has been with the company for 6 years, leading design initiatives across our core product suite. She specializes in design systems, accessibility, and user research. Previously, she worked at Figma and IDEO. She holds a Master's degree in Human-Computer Interaction from Carnegie Mellon University."}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["message-heading","message-form"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a Message","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageForm","fields":["message-field"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-field","value":{"type":"FormControl","props":{"label":"Your message","input":"message-input","hint":"Write a short message to Sarah"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Sarah, I'd love to connect about...","rows":4,"value":{"$bindState":"/message/text"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"text":"","sent":false}}
+{"op":"add","path":"/elements/sent-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent!","description":"Your message has been delivered to Sarah Reynolds."},"visible":{"$state":"/message/sent"},"children":[]}}
+{"op":"replace","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["message-heading","message-form","sent-confirmation"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..f79ef5bbf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,21 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile-header","separator-1","bio-section","separator-2","message-section","success-callout"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":"SR","alt":"Sarah Reynolds"},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["person-name","person-role"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Sarah Reynolds","role":"Senior Product Designer","bio":"Sarah has been with the company for 6 years, leading design initiatives across our core platform. She specializes in design systems, accessibility, and user research. Previously she worked at Figma and IDEO, and holds a Master's degree in Human-Computer Interaction from Carnegie Mellon. She's passionate about inclusive design and mentors junior designers on the team."}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["message-heading","message-textarea","send-button"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a Message","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/message-textarea","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message to Sarah...","rows":4,"value":{"$bindState":"/message/text"}},"children":[]}}
+{"op":"add","path":"/elements/send-button","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"text":"","sent":false}}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Message Sent!","description":"Your message has been delivered to Sarah Reynolds."},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..293f95414
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,27 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["profile-header","separator-1","bio-section","separator-2","message-section"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["avatar","profile-info"]}}
+{"op":"add","path":"/elements/avatar","value":{"type":"Avatar","props":{"fallback":{"$state":"/person/initials"},"alt":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/elements/profile-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["person-name","person-role"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"Badge","props":{"text":{"$state":"/person/role"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Sarah Chen","role":"Senior Product Designer","initials":"SC","bio":"Sarah leads the design systems team and has been with the company for 4 years. She specializes in accessibility-first design and has shipped over 30 product features. Previously she worked at Figma and Stripe, where she built design tooling used by thousands of designers worldwide."}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["bio-heading","bio-text","bio-tags"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bio-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/person/tags"}},"children":[]}}
+{"op":"add","path":"/state/person/tags","value":["Design Systems","Accessibility","Figma","Prototyping"]}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["message-heading","message-form"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a Message","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"messageForm","buttons":"send-btn","fields":["message-field"]},"children":[]}}
+{"op":"add","path":"/elements/message-field","value":{"type":"FormControl","props":{"label":"Your message","input":"message-input","hint":"Write a short message to Sarah"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Sarah, I'd love to chat about...","rows":4,"value":{"$bindState":"/messageText"}},"children":[]}}
+{"op":"add","path":"/elements/send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageText","value":""}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Message Sent!","description":"Your message has been delivered to Sarah Chen.","variant":"success"},"visible":{"$state":"/messageSent"},"children":[]}}
+{"op":"replace","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["message-heading","message-form","success-alert"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..e6f609091
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,33 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","metrics-row","comparison-card","callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Mid-Morning Sales Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"A quick view of today's revenue against the same time yesterday.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["today-card","yesterday-card"]}}
+{"op":"add","path":"/elements/today-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["today-label","today-value","today-asof"]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/today-value","value":{"type":"TextContent","props":{"text":{"$state":"/todayRevenue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/todayRevenue","value":"$1,286.40"}
+{"op":"add","path":"/elements/today-asof","value":{"type":"TextContent","props":{"text":{"$state":"/todayAsOf"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/todayAsOf","value":"As of 10:30 AM"}
+{"op":"add","path":"/elements/yesterday-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["yesterday-label","yesterday-value","yesterday-note"]}}
+{"op":"add","path":"/elements/yesterday-label","value":{"type":"TextContent","props":{"text":"Same time yesterday","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-value","value":{"type":"TextContent","props":{"text":{"$state":"/yesterdayRevenue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"$1,093.20"}
+{"op":"add","path":"/elements/yesterday-note","value":{"type":"TextContent","props":{"text":{"$state":"/yesterdayNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/yesterdayNote","value":"As of 10:30 AM"}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["comparison-header","delta-row","comparison-summary"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"Comparison","subtitle":"Today vs yesterday at the same time"},"children":[]}}
+{"op":"add","path":"/elements/delta-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["delta-tag","delta-text"]}}
+{"op":"add","path":"/elements/delta-tag","value":{"type":"Tag","props":{"text":{"$state":"/deltaLabel"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/deltaLabel","value":"+$193.20"}
+{"op":"add","path":"/elements/delta-text","value":{"type":"TextContent","props":{"text":{"$state":"/deltaText"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/deltaText","value":"+17.7% vs yesterday"}
+{"op":"add","path":"/elements/comparison-summary","value":{"type":"TextContent","props":{"text":{"$state":"/comparisonSummary"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/comparisonSummary","value":"Today is running ahead of yesterday by $193.20 at the same point in the morning."}
+{"op":"add","path":"/elements/callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/calloutTitle"},"description":{"$state":"/calloutDescription"}},"children":[]}}
+{"op":"add","path":"/state/calloutTitle","value":"Strong mid-morning pace"}
+{"op":"add","path":"/state/calloutDescription","value":"You have earned $1,286.40 so far today, which is $193.20 higher than at this time yesterday."}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..9ec20865d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,34 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","today-card","comparison-card","progress-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["greeting","date-label"]}}
+{"op":"add","path":"/elements/greeting","value":{"type":"Heading","props":{"text":"Good Morning ☀️","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"Here's how your shop is performing so far today.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/today-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["today-label","today-revenue","today-badge"]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"text":"Revenue Today (as of 10:45 AM)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/today-revenue","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/today-badge","value":{"type":"Badge","props":{"text":{"$template":"▲ ${/revenue/percentChange}% vs yesterday"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/revenue","value":{}}
+{"op":"add","path":"/state/revenue/today","value":"1,247.50"}
+{"op":"add","path":"/state/revenue/percentChange","value":"14.5"}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["comparison-header","comparison-row"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"Same-Time Comparison","subtitle":"Today vs. Yesterday at 10:45 AM"},"children":[]}}
+{"op":"add","path":"/elements/comparison-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["col-today","col-yesterday","col-diff"]}}
+{"op":"add","path":"/elements/col-today","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["col-today-label","col-today-value"]}}
+{"op":"add","path":"/elements/col-today-label","value":{"type":"TextContent","props":{"text":"Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/col-today-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/col-yesterday","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["col-yesterday-label","col-yesterday-value"]}}
+{"op":"add","path":"/elements/col-yesterday-label","value":{"type":"TextContent","props":{"text":"Yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/col-yesterday-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/yesterdaySameTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/col-diff","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["col-diff-label","col-diff-value"]}}
+{"op":"add","path":"/elements/col-diff-label","value":{"type":"TextContent","props":{"text":"Difference","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/col-diff-value","value":{"type":"TextContent","props":{"text":{"$template":"+$${/revenue/difference}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/revenue/yesterdaySameTime","value":"1,089.25"}
+{"op":"add","path":"/state/revenue/difference","value":"158.25"}
+{"op":"add","path":"/elements/progress-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["progress-header","progress-bar","progress-note"]}}
+{"op":"add","path":"/elements/progress-header","value":{"type":"TextContent","props":{"text":"Progress Toward Daily Goal","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$state":"/revenue/goalPercent"},"label":{"$template":"$${/revenue/today} of $${/revenue/dailyGoal}"}},"children":[]}}
+{"op":"add","path":"/elements/progress-note","value":{"type":"TextContent","props":{"text":{"$template":"You're ${/revenue/percentChange}% ahead of yesterday's pace. Keep it up! 🎉"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/revenue/dailyGoal","value":"3,500.00"}
+{"op":"add","path":"/state/revenue/goalPercent","value":35.6}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..0792efeeb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,23 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","metrics","summary"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Mid-morning sales check-in","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"As of ${/asOfTime} · ${/shopName}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/state/shopName","value":"Maple Street Market"}
+{"op":"add","path":"/state/asOfTime","value":"11:00 AM"}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/metrics","key":"id"},"children":["metric-card"]}}
+{"op":"add","path":"/elements/metric-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-label","metric-value","metric-note"]}}
+{"op":"add","path":"/elements/metric-label","value":{"type":"TextContent","props":{"text":{"$item":"label"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-value","value":{"type":"TextContent","props":{"text":{"$item":"value"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-note","value":{"type":"TextContent","props":{"text":{"$item":"note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":[]}
+{"op":"add","path":"/state/metrics/0","value":{"id":"today","label":"Revenue so far today","value":"$1,284.60","note":"39 orders · average ticket $32.94"}}
+{"op":"add","path":"/state/metrics/1","value":{"id":"yesterday","label":"Same time yesterday","value":"$1,120.10","note":"35 orders · average ticket $32.00"}}
+{"op":"add","path":"/state/metrics/2","value":{"id":"comparison","label":"Today vs yesterday","value":"+$164.50","note":"+14.7% versus 11:00 AM yesterday"}}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/comparison/title"},"description":{"$state":"/comparison/description"}},"children":[]}}
+{"op":"add","path":"/state/comparison","value":{}}
+{"op":"add","path":"/state/comparison/title","value":"Ahead of yesterday"}
+{"op":"add","path":"/state/comparison/description","value":"Mid-morning revenue is $164.50 higher than at the same time yesterday, a 14.7% increase."}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..bbeb2bea9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,25 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","comparison-card","insight-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["greeting","date-line"]}}
+{"op":"add","path":"/elements/greeting","value":{"type":"Heading","props":{"text":"Good Morning ☀️","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/date-line","value":{"type":"TextContent","props":{"text":"Tuesday, June 17 · As of 10:45 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-sub"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"TODAY'S REVENUE","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-sub","value":{"type":"TextContent","props":{"text":{"$template":"${/revenue/transactions} transactions so far"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/revenue","value":{"today":"1,247.50","yesterdaySameTime":"1,089.25","difference":"158.25","percentChange":"+14.5%","transactions":38}}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["comparison-header","comparison-row"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"vs. Yesterday at This Time","subtitle":"Same-time comparison"},"children":[]}}
+{"op":"add","path":"/elements/comparison-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["yesterday-col","arrow-col","today-col"]}}
+{"op":"add","path":"/elements/yesterday-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["yesterday-label","yesterday-value"]}}
+{"op":"add","path":"/elements/yesterday-label","value":{"type":"TextContent","props":{"text":"Yesterday 10:45 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/yesterdaySameTime}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/arrow-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["arrow-icon","arrow-pct"]}}
+{"op":"add","path":"/elements/arrow-icon","value":{"type":"TextContent","props":{"text":"→","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/arrow-pct","value":{"type":"Badge","props":{"text":{"$state":"/revenue/percentChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/today-col","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["today-label","today-value"]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"text":"Today 10:45 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/today-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/revenue/today}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/insight-callout","value":{"type":"Callout","props":{"variant":"success","title":"Ahead of pace","description":{"$template":"You're up $${/revenue/difference} compared to yesterday at this time. Keep it going!"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..4e8a39d5d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r1.txt
@@ -0,0 +1,21 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","task-panel","actions-row","done-alert"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Focus","subtitle":"Your most urgent task"},"children":[]}}
+{"op":"add","path":"/elements/task-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch","justify":"start"},"children":["task-title","task-meta-row","status-row"]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task","value":{}}
+{"op":"add","path":"/state/task/title","value":"Approve launch readiness checklist"}
+{"op":"add","path":"/elements/task-meta-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["priority-tag","deadline-text"]}}
+{"op":"add","path":"/elements/priority-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/priority"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/task/priority","value":"Urgent"}
+{"op":"add","path":"/elements/deadline-text","value":{"type":"TextContent","props":{"text":{"$template":"Deadline: ${/task/deadline}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/task/deadline","value":"Today · 5:00 PM"}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"start"},"children":["status-label","status-tag"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current status","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$state":"/task/status"},"variant":{"$cond":{"$state":"/task/status","eq":"Done"},"$then":"success","$else":"info"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/task/status","value":"In Progress"}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"start"},"children":["done-button"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","type":"normal","size":"medium"},"visible":{"$state":"/task/status","neq":"Done"},"on":{"press":{"action":"setState","params":{"statePath":"/task/status","value":"Done"}}},"children":[]}}
+{"op":"add","path":"/elements/done-alert","value":{"type":"Alert","props":{"title":"Task completed","description":{"$template":"Nice work — ${/task/title} is now complete."},"variant":"success"},"visible":{"$state":"/task/status","eq":"Done"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..6fce6d2d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r2.txt
@@ -0,0 +1,19 @@
+
+
+{"op":"add","path":"/root","value":"focus-container"}
+{"op":"add","path":"/elements/focus-container","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["focus-header","task-title","task-description","separator-1","deadline-row","status-row","separator-2","action-area","done-callout"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"🎯 Focus Task","subtitle":"Your most urgent item right now"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/task-description","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["deadline-label","deadline-value"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"TextContent","props":{"text":"⏰ Deadline","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deadline-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"📋 Status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/task/completed"},"$then":"Completed","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/completed"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/action-area","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"center"},"visible":{"$state":"/task/completed","not":true},"children":["mark-done-btn"]}}
+{"op":"add","path":"/elements/mark-done-btn","value":{"type":"Button","props":{"label":"✓ Mark as Done","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/done-callout","value":{"type":"Callout","props":{"variant":"success","title":"Task Complete! 🎉","description":"Great work! You've finished your most urgent task. Take a moment to celebrate before moving on."},"visible":{"$state":"/task/completed"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Finalize Q3 Budget Report","description":"Compile all departmental spending data, reconcile discrepancies with finance team, and submit the final Q3 budget report to the CFO for board review.","deadline":"Today, 5:00 PM","status":"In Progress","completed":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..730f7ee77
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r3.txt
@@ -0,0 +1,16 @@
+
+
+{"op":"add","path":"/root","value":"focus-root"}
+{"op":"add","path":"/elements/focus-root","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["focus-header","task-title","task-meta","status-section","action-section","done-callout"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"🎯 Focus","subtitle":"Your most urgent task right now"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"TextContent","props":{"text":{"$state":"/task/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Finalize Q3 budget report","deadline":"Today, 5:00 PM","status":"In Progress","done":false}}
+{"op":"add","path":"/elements/task-meta","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["deadline-label","deadline-value"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"TextContent","props":{"text":"⏰ Deadline","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deadline-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Status:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$state":"/task/done"},"$then":"✅ Completed","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/done"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/action-section","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"visible":{"$state":"/task/done","not":true},"children":["done-button"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"✓ Mark as Done","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/done-callout","value":{"type":"Callout","props":{"variant":"success","title":"Task Complete!","description":"Great work — you've finished your most urgent task. Take a moment to breathe before moving on."},"visible":{"$state":"/task/done"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..c0b1ad51d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-task__r4.txt
@@ -0,0 +1,25 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l","align":"stretch"},"children":["focus-header","task-title","separator-1","meta-row","separator-2","status-section","action-section","done-section"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["focus-icon","focus-label"]}}
+{"op":"add","path":"/elements/focus-icon","value":{"type":"Tag","props":{"text":"🎯","variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/focus-label","value":{"type":"TextContent","props":{"text":"**Your Most Urgent Task**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/meta-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"between","align":"center"},"children":["deadline-block","priority-block"]}}
+{"op":"add","path":"/elements/deadline-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["deadline-label","deadline-value"]}}
+{"op":"add","path":"/elements/deadline-label","value":{"type":"TextContent","props":{"text":"⏰ Deadline","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deadline-value","value":{"type":"TextContent","props":{"text":{"$state":"/task/deadline"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/priority-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["priority-label","priority-value"]}}
+{"op":"add","path":"/elements/priority-label","value":{"type":"TextContent","props":{"text":"🔥 Priority","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/priority-value","value":{"type":"Tag","props":{"text":{"$state":"/task/priority"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/status-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current Status:","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/completed"},"$then":"✅ Completed","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/completed"},"$then":"secondary","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/action-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"center"},"visible":{"$state":"/task/completed","not":true},"children":["done-button","hint-text"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"✓ Mark as Done","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/hint-text","value":{"type":"TextContent","props":{"text":"Complete this task to clear your focus queue.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/done-section","value":{"type":"Callout","props":{"variant":"success","title":"Task Completed! 🎉","description":"Great work! You've finished your most urgent task. Time to move on to the next one."},"visible":{"$state":"/task/completed"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Finalize Q3 Budget Report","deadline":"Today, 5:00 PM","priority":"Critical","status":"In Progress","completed":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..dfc9bbddf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,18 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-section","separator","incident-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API Health & Incident Report"},"children":[]}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["uptime-label","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"Heading","props":{"text":"API Uptime — This Month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":{"$template":"${/uptime/percentage}% uptime"}},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{"percentage":99.97,"note":"All systems operational. 30-day rolling window."}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-heading","incident-callout","incident-meta"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/incident/title"},"description":{"$state":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["incident-resolved-badge","incident-duration"]}}
+{"op":"add","path":"/elements/incident-resolved-badge","value":{"type":"Badge","props":{"text":"Resolved","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incident-duration","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/incident/resolvedAt} · Duration: ${/incident/duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API Latency (P2)","description":"Response times on the /v2/orders endpoint degraded to ~2.4s p95 due to a misconfigured connection pool after a routine deployment. Auto-scaling triggered and the config was rolled back.","resolvedAt":"Jan 18, 2025 at 14:32 UTC","duration":"23 minutes"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..ae18b5d6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,28 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","uptime-section","separator","incident-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API Health & Incident Report"},"children":[]}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["uptime-label","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"API Uptime — This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/uptime/percentage}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/uptime/percentage","value":99.97}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":"Uptime"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"Reporting period: ${/uptime/month} · SLA target: ${/uptime/slaTarget}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime/month","value":"June 2025"}
+{"op":"add","path":"/state/uptime/slaTarget","value":99.95}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-heading","incident-callout","incident-details"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most Recent Incident","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/incident/title"},"description":{"$state":"/incident/summary"}},"children":[]}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API Latency — Resolved"}
+{"op":"add","path":"/state/incident/summary","value":"Increased p99 latency on /v2/orders endpoint due to a database connection pool exhaustion. Auto-scaling triggered and connections were recycled."}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l"},"children":["incident-meta-left","incident-meta-right"]}}
+{"op":"add","path":"/elements/incident-meta-left","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-severity-label","incident-severity-value"]}}
+{"op":"add","path":"/elements/incident-severity-label","value":{"type":"TextContent","props":{"text":"Severity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity-value","value":{"type":"Badge","props":{"text":{"$state":"/incident/severity"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/incident/severity","value":"SEV-3"}
+{"op":"add","path":"/elements/incident-meta-right","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["incident-resolved-label","incident-resolved-value"]}}
+{"op":"add","path":"/elements/incident-resolved-label","value":{"type":"TextContent","props":{"text":"Resolved","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-resolved-value","value":{"type":"TextContent","props":{"text":{"$state":"/incident/resolvedAt"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/incident/resolvedAt","value":"June 12, 2025 at 14:32 UTC"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..3e28f0f1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,22 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["page-heading","uptime-section","incident-section"]}}
+{"op":"add","path":"/elements/page-heading","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["uptime-header","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API Uptime","subtitle":"Current month"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":{"$template":"${/uptime/percentage}% uptime"}},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{}}
+{"op":"add","path":"/state/uptime/percentage","value":99.97}
+{"op":"add","path":"/state/uptime/note","value":"All systems operational. Last 30 days measured across all regions."}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-header","incident-alert","incident-meta"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most Recent Incident"},"children":[]}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"title":{"$state":"/incident/title"},"description":{"$state":"/incident/description"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"sunk"},"children":["incident-resolved-badge","incident-resolved-text"]}}
+{"op":"add","path":"/elements/incident-resolved-badge","value":{"type":"Badge","props":{"text":"Resolved","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incident-resolved-text","value":{"type":"TextContent","props":{"text":{"$template":"Resolved on ${/incident/resolvedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API Latency"}
+{"op":"add","path":"/state/incident/description","value":"Response times increased to 2-4s for approximately 18 minutes due to a database connection pool exhaustion in the us-east-1 region. Traffic was rerouted and the pool was recycled."}
+{"op":"add","path":"/state/incident/resolvedAt","value":"June 12, 2025 at 14:32 UTC"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..56ce7e9c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,19 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["page-header","uptime-section","separator-1","incident-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/uptime-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["uptime-label","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":{"$template":"API Uptime — ${/uptime/month}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":{"$template":"${/uptime/percentage}% uptime"}},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":{"$template":"All systems operational. ${/uptime/totalRequests} requests served with ${/uptime/errorCount} errors."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{"percentage":99.97,"month":"June 2025","totalRequests":"14.2M","errorCount":"4,218"}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["incident-header","incident-alert","incident-details","incident-meta"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$state":"/incident/title"},"description":{"$state":"/incident/summary"}},"children":[]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"TextContent","props":{"text":{"$state":"/incident/details"}},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["incident-resolved-tag","incident-duration-text"]}}
+{"op":"add","path":"/elements/incident-resolved-tag","value":{"type":"Tag","props":{"text":"Resolved","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/incident-duration-text","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/incident/resolvedAt} · Duration: ${/incident/duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"title":"Elevated API Latency","summary":"Response times increased to p99 > 2s due to a misconfigured connection pool after a deploy.","details":"A database connection pool limit was inadvertently reduced during the v2.14.3 deployment, causing request queuing under normal traffic. The issue was identified via automated alerting within 4 minutes and rolled back.","resolvedAt":"June 12, 2025 at 14:32 UTC","duration":"18 minutes"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..ed13f1638
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,39 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","current-weather","separator-1","forecast-section","separator-2","sun-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☀️ Morning Weather Brief","subtitle":"Bengaluru, Karnataka"},"children":[]}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["current-temp-block","current-details"]}}
+{"op":"add","path":"/elements/current-temp-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["current-temp","current-condition"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$template":"${/current/temp}°C"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/current-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["detail-humidity","detail-wind","detail-feels"]}}
+{"op":"add","path":"/elements/detail-humidity","value":{"type":"TextContent","props":{"text":{"$template":"💧 Humidity: ${/current/humidity}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detail-wind","value":{"type":"TextContent","props":{"text":{"$template":"💨 Wind: ${/current/wind} km/h"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detail-feels","value":{"type":"TextContent","props":{"text":{"$template":"🌡️ Feels like: ${/current/feelsLike}°C"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":24,"condition":"Partly Cloudy","humidity":72,"wind":12,"feelsLike":26}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["forecast-title","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-title","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["forecast-day","forecast-icon-temp","forecast-range"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-icon-temp","value":{"type":"TextContent","props":{"text":{"$template":"${icon} ${condition}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-range","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"1","day":"Tomorrow","icon":"🌤️","condition":"Partly Cloudy","high":29,"low":19}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"2","day":"Day After","icon":"🌧️","condition":"Light Showers","high":26,"low":18}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"3","day":"In 3 Days","icon":"☀️","condition":"Sunny","high":31,"low":20}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/sun-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["sun-title","sun-times"]}}
+{"op":"add","path":"/elements/sun-title","value":{"type":"Heading","props":{"text":"Sun Times","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center","gap":"l"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunrise-icon","sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-icon","value":{"type":"TextContent","props":{"text":"🌅","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"center","gap":"xs"},"children":["sunset-icon","sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-icon","value":{"type":"TextContent","props":{"text":"🌇","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:12 AM","sunset":"6:48 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..99869e786
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["heading","current-section","forecast-section","sun-section"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"☀️ Morning Weather Brief — Bengaluru","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/current-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["current-temp-row","current-details"]}}
+{"op":"add","path":"/elements/current-temp-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between"},"children":["current-temp","current-condition"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$template":"${/current/temp}°C"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"Tag","props":{"text":{"$state":"/current/condition"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temp":24,"condition":"Partly Cloudy","feelsLike":26,"humidity":72,"wind":8}}
+{"op":"add","path":"/elements/current-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"around"},"children":["feels-like","humidity","wind"]}}
+{"op":"add","path":"/elements/feels-like","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/current/feelsLike}°C"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/humidity","value":{"type":"TextContent","props":{"text":{"$template":"💧 ${/current/humidity}% humidity"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/wind","value":{"type":"TextContent","props":{"text":{"$template":"💨 ${/current/wind} km/h"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["forecast-heading","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between"},"children":["forecast-day","forecast-icon","forecast-temps"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-icon","value":{"type":"TextContent","props":{"text":{"$item":"icon"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}° — ${condition}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"1","day":"Tomorrow","icon":"🌤️","high":28,"low":19,"condition":"Sunny spells"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"2","day":"Day After","icon":"🌧️","high":26,"low":18,"condition":"Light showers"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"3","day":"In 3 Days","icon":"⛅","high":27,"low":19,"condition":"Partly cloudy"}}
+{"op":"add","path":"/elements/sun-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"around","align":"center"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-icon","sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-icon","value":{"type":"TextContent","props":{"text":"🌅","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-icon","sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-icon","value":{"type":"TextContent","props":{"text":"🌇","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:12 AM","sunset":"6:48 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..ac7dbb86b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,34 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","current-card","separator-1","forecast-heading","forecast-list","separator-2","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☀️ Morning Weather Brief","subtitle":"Bengaluru, Karnataka · Tuesday, June 17, 2025"},"children":[]}}
+{"op":"add","path":"/elements/current-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["current-temp","current-details"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":"**24°C** · Partly Cloudy","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/current-details","value":{"type":"Card","props":{"direction":"row","gap":"l","justify":"around"},"children":["detail-feels","detail-humidity","detail-wind"]}}
+{"op":"add","path":"/elements/detail-feels","value":{"type":"TextContent","props":{"text":"Feels like **26°C**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detail-humidity","value":{"type":"TextContent","props":{"text":"Humidity **72%**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/detail-wind","value":{"type":"TextContent","props":{"text":"Wind **12 km/h SW**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-row"]}}
+{"op":"add","path":"/elements/forecast-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["forecast-day","forecast-icon","forecast-temps"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-icon","value":{"type":"TextContent","props":{"text":{"$item":"icon"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}° · ${condition}"}},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"1","day":"Wed, Jun 18","icon":"🌦️","high":"27","low":"21","condition":"Light showers"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"2","day":"Thu, Jun 19","icon":"⛈️","high":"25","low":"20","condition":"Thunderstorms"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"3","day":"Fri, Jun 20","icon":"🌤️","high":"28","low":"21","condition":"Partly sunny"}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-icon","sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-icon","value":{"type":"TextContent","props":{"text":"🌅","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sunrise"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-icon","sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-icon","value":{"type":"TextContent","props":{"text":"🌇","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sunset"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/sunrise","value":"6:04 AM"}
+{"op":"add","path":"/state/sunset","value":"6:48 PM"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..bdbae840f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","current-weather","forecast-heading","forecast-list","sun-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☀️ Morning Weather Brief","subtitle":"Bengaluru, Karnataka"},"children":[]}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between"},"children":["current-temp-block","current-details"]}}
+{"op":"add","path":"/elements/current-temp-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["current-temp","current-condition"]}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$state":"/current/temperature"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/current","value":{"temperature":"24°C","condition":"Partly Cloudy","feelsLike":"26°C","humidity":"72%","wind":"8 km/h SE"}}
+{"op":"add","path":"/elements/current-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["feels-like","humidity","wind"]}}
+{"op":"add","path":"/elements/feels-like","value":{"type":"TextContent","props":{"text":{"$template":"Feels like: ${/current/feelsLike}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/humidity","value":{"type":"TextContent","props":{"text":{"$template":"Humidity: ${/current/humidity}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/wind","value":{"type":"TextContent","props":{"text":{"$template":"Wind: ${/current/wind}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"Heading","props":{"text":"3-Day Outlook","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-item"]}}
+{"op":"add","path":"/elements/forecast-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["forecast-day","forecast-icon","forecast-temps"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-icon","value":{"type":"TextContent","props":{"text":{"$item":"icon"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high} / ${low}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"1","day":"Tomorrow","icon":"🌤️","high":"28°C","low":"19°C","condition":"Mostly Sunny"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"2","day":"Day After","icon":"🌧️","high":"25°C","low":"18°C","condition":"Light Showers"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"3","day":"Third Day","icon":"⛅","high":"27°C","low":"19°C","condition":"Partly Cloudy"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"around"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-icon","sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-icon","value":{"type":"TextContent","props":{"text":"🌅","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-icon","sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-icon","value":{"type":"TextContent","props":{"text":"🌇","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:12 AM","sunset":"6:48 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..acd3fcaa8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-row","budget-section","category-section","largest-expense","separator","add-expense-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"💰 Personal Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"m"},"children":["month-label","month-select"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"Viewing month:","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"items":["month-jan","month-feb","month-mar","month-apr","month-may","month-jun"]},"children":[]}}
+{"op":"add","path":"/elements/month-jan","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-feb","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-mar","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-apr","value":{"type":"SelectItem","props":{"value":"April 2025","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"May 2025","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-jun","value":{"type":"SelectItem","props":{"value":"June 2025","label":"June 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"June 2025"}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-header","progress-bar","budget-summary"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Monthly Budget","subtitle":"Total spent vs. allocated budget"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$state":"/budgetPercent"},"label":{"$template":"${/totalSpent} of ${/budget} used"}},"children":[]}}
+{"op":"add","path":"/elements/budget-summary","value":{"type":"TextContent","props":{"text":{"$template":"You have spent **$${/totalSpent}** of your **$${/budget}** budget this month. **$${/remaining}** remaining."},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/budget","value":3000}
+{"op":"add","path":"/state/totalSpent","value":2347}
+{"op":"add","path":"/state/remaining","value":653}
+{"op":"add","path":"/state/budgetPercent","value":78}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["category-header","pie-chart","category-tags"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"Where your money went this month"},"children":[]}}
+{"op":"add","path":"/elements/pie-chart","value":{"type":"PieChart","props":{"labels":["Housing","Food & Dining","Transport","Entertainment","Utilities","Other"],"values":["slice-housing","slice-food","slice-transport","slice-entertainment","slice-utilities","slice-other"],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/slice-housing","value":{"type":"Slice","props":{"category":"Housing","value":950},"children":[]}}
+{"op":"add","path":"/elements/slice-food","value":{"type":"Slice","props":{"category":"Food & Dining","value":520},"children":[]}}
+{"op":"add","path":"/elements/slice-transport","value":{"type":"Slice","props":{"category":"Transport","value":310},"children":[]}}
+{"op":"add","path":"/elements/slice-entertainment","value":{"type":"Slice","props":{"category":"Entertainment","value":285},"children":[]}}
+{"op":"add","path":"/elements/slice-utilities","value":{"type":"Slice","props":{"category":"Utilities","value":182},"children":[]}}
+{"op":"add","path":"/elements/slice-other","value":{"type":"Slice","props":{"category":"Other","value":100},"children":[]}}
+{"op":"add","path":"/elements/category-tags","value":{"type":"TagBlock","props":{"tags":["🏠 Housing $950","🍽️ Food $520","🚗 Transport $310","🎬 Entertainment $285","💡 Utilities $182","📦 Other $100"]},"children":[]}}
+{"op":"add","path":"/elements/largest-expense","value":{"type":"Callout","props":{"variant":"warning","title":"⚠️ Largest Expense This Month","description":"Rent Payment — $950.00 on June 1st (Housing). This single expense accounts for 40.5% of your total spending."},"children":[]}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/add-expense-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-header","expense-form"]}}
+{"op":"add","path":"/elements/add-header","value":{"type":"CardHeader","props":{"title":"➕ Add an Expense","subtitle":"Log a new transaction to track your spending"},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpense","fields":["expense-name-field","expense-amount-field","expense-category-field","expense-date-field"],"buttons":"expense-buttons"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-field","value":{"type":"FormControl","props":{"label":"Expense Name","input":"expense-name-input","hint":"e.g. Grocery run, Netflix subscription"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expenseName","placeholder":"What did you spend on?","type":"text","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-field","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"expense-amount-input","hint":"Enter the dollar amount"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expenseAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-field","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expenseCategory","placeholder":"Choose a category","value":{"$bindState":"/newExpense/category"},"items":["cat-housing","cat-food","cat-transport","cat-entertainment","cat-utilities","cat-other"]},"children":[]}}
+{"op":"add","path":"/elements/cat-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"🏠 Housing"},"children":[]}}
+{"op":"add","path":"/elements/cat-food","value":{"type":"SelectItem","props":{"value":"Food & Dining","label":"🍽️ Food & Dining"},"children":[]}}
+{"op":"add","path":"/elements/cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"🚗 Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"🎬 Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"💡 Utilities"},"children":[]}}
+{"op":"add","path":"/elements/cat-other","value":{"type":"SelectItem","props":{"value":"Other","label":"📦 Other"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-field","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expenseDate","mode":"single"},"children":[]}}
+{"op":"add","path":"/elements/expense-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["add-expense-btn","clear-expense-btn"]},"children":[]}}
+{"op":"add","path":"/elements/add-expense-btn","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/elements/clear-expense-btn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newExpense","value":{"name":"","amount":"","category":""}}}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":""}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"1","name":"Rent Payment","amount":"950.00","category":"Housing"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"2","name":"Grocery Store","amount":"127.43","category":"Food & Dining"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"3","name":"Gas Station","amount":"58.20","category":"Transport"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"4","name":"Movie Tickets","amount":"34.00","category":"Entertainment"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"5","name":"Electric Bill","amount":"92.15","category":"Utilities"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..d8ee4f6a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,68 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-card","summary-card","category-card","largest-alert","add-card","expenses-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal budget check","subtitle":{"$template":"Viewing ${/selectedMonth}"}},"children":[]}}
+{"op":"add","path":"/elements/month-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["month-control"]}}
+{"op":"add","path":"/elements/month-control","value":{"type":"FormControl","props":{"label":"Look at a different month","input":"select-month","hint":"Switch the budget view to another month."},"children":[]}}
+{"op":"add","path":"/elements/select-month","value":{"type":"Select","props":{"name":"selected-month","placeholder":"Choose month","value":{"$bindState":"/selectedMonth"},"items":["month-option-1","month-option-2","month-option-3"]},"children":[]}}
+{"op":"add","path":"/elements/month-option-1","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-option-2","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-option-3","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"January 2025"}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["summary-heading","progress-total","summary-metrics"]}}
+{"op":"add","path":"/elements/summary-heading","value":{"type":"Heading","props":{"text":"Total spent this month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/progress-total","value":{"type":"Progress","props":{"value":{"$state":"/summary/percent"},"label":{"$template":"Spent ${/summary/spent} of ${/summary/budget} (${/summary/percent}%)"}},"children":[]}}
+{"op":"add","path":"/elements/summary-metrics","value":{"type":"Card","props":{"direction":"row","justify":"between","gap":"m"},"children":["metric-spent","metric-budget"]}}
+{"op":"add","path":"/elements/metric-spent","value":{"type":"TextContent","props":{"text":{"$template":"**Spent:** ${/summary/spent}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-budget","value":{"type":"TextContent","props":{"text":{"$template":"**Budget:** ${/summary/budget}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spent":"$2,560","budget":"$3,000","percent":85}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["category-heading","category-chart"]}}
+{"op":"add","path":"/elements/category-heading","value":{"type":"Heading","props":{"text":"Spending split by category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categorySplit/labels"},"values":{"$state":"/categorySplit/values"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/state/categorySplit","value":{}}
+{"op":"add","path":"/state/categorySplit/labels","value":[]}
+{"op":"add","path":"/state/categorySplit/labels/0","value":"Housing"}
+{"op":"add","path":"/state/categorySplit/labels/1","value":"Groceries"}
+{"op":"add","path":"/state/categorySplit/labels/2","value":"Transport"}
+{"op":"add","path":"/state/categorySplit/labels/3","value":"Entertainment"}
+{"op":"add","path":"/state/categorySplit/labels/4","value":"Utilities"}
+{"op":"add","path":"/state/categorySplit/values","value":[]}
+{"op":"add","path":"/state/categorySplit/values/0","value":1450}
+{"op":"add","path":"/state/categorySplit/values/1","value":520}
+{"op":"add","path":"/state/categorySplit/values/2","value":240}
+{"op":"add","path":"/state/categorySplit/values/3","value":190}
+{"op":"add","path":"/state/categorySplit/values/4","value":160}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"variant":"warning","title":"Largest expense","description":{"$template":"${/largestExpense/name} · ${/largestExpense/amount} · ${/largestExpense/category}"}},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"name":"Rent","amount":"$1,450","category":"Housing"}}
+{"op":"add","path":"/elements/add-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-heading","add-form-fields","add-button"]}}
+{"op":"add","path":"/elements/add-heading","value":{"type":"Heading","props":{"text":"Add an expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/add-form-fields","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["expense-name-control","expense-amount-control","expense-category-control"]}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense name","input":"input-expense-name"},"children":[]}}
+{"op":"add","path":"/elements/input-expense-name","value":{"type":"Input","props":{"name":"expense-name","placeholder":"e.g. Groceries at Market","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"input-expense-amount"},"children":[]}}
+{"op":"add","path":"/elements/input-expense-amount","value":{"type":"Input","props":{"name":"expense-amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"select-expense-category"},"children":[]}}
+{"op":"add","path":"/elements/select-expense-category","value":{"type":"Select","props":{"name":"expense-category","value":{"$bindState":"/newExpense/category"},"items":["category-option-housing","category-option-groceries","category-option-transport","category-option-entertainment","category-option-utilities"]},"children":[]}}
+{"op":"add","path":"/elements/category-option-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/category-option-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/category-option-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/category-option-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/category-option-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/add-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"month":{"$state":"/selectedMonth"}},"clearStatePath":"/newExpense/name"}}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"Groceries"}}
+{"op":"add","path":"/elements/expenses-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["expenses-heading","expenses-list"]}}
+{"op":"add","path":"/elements/expenses-heading","value":{"type":"Heading","props":{"text":"Recent expenses","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/expenses-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["expense-text","expense-remove"]}}
+{"op":"add","path":"/elements/expense-text","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${amount} · ${category} · ${month}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expense-remove","value":{"type":"Button","props":{"label":"Remove","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"e1","name":"Rent","amount":"$1,450","category":"Housing","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"e2","name":"Groceries - Market","amount":"$210","category":"Groceries","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"e3","name":"Metro pass","amount":"$120","category":"Transport","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"e4","name":"Utilities - Electric","amount":"$160","category":"Utilities","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"e5","name":"Streaming bundle","amount":"$60","category":"Entertainment","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/5","value":{"id":"e6","name":"Groceries - Trader Joe's","amount":"$310","category":"Groceries","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/6","value":{"id":"e7","name":"Fuel","amount":"$120","category":"Transport","month":"January 2025"}}
+{"op":"add","path":"/state/expenses/7","value":{"id":"e8","name":"Concert tickets","amount":"$130","category":"Entertainment","month":"January 2025"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..08a181941
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,60 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["heading","month-budget-card","category-card","largest-expense-alert","add-expense-card"]}}
+{"op":"add","path":"/elements/heading","value":{"type":"Heading","props":{"text":"💰 Personal Budget Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-budget-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["month-selector","budget-progress","budget-summary-text"]}}
+{"op":"add","path":"/elements/month-selector","value":{"type":"FormControl","props":{"label":"Viewing Month","input":"month-select"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["month-opt-1","month-opt-2","month-opt-3","month-opt-4","month-opt-5","month-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/month-opt-1","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-2","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-3","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-4","value":{"type":"SelectItem","props":{"value":"April 2025","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-5","value":{"type":"SelectItem","props":{"value":"May 2025","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-6","value":{"type":"SelectItem","props":{"value":"June 2025","label":"June 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"June 2025"}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/budgetPercent"},"label":{"$template":"${/totalSpent} of $${/budget} spent"}},"children":[]}}
+{"op":"add","path":"/state/budgetPercent","value":75}
+{"op":"add","path":"/state/totalSpent","value":"$2,247"}
+{"op":"add","path":"/state/budget","value":"3,000"}
+{"op":"add","path":"/elements/budget-summary-text","value":{"type":"TextContent","props":{"text":{"$template":"You have **$${/remaining}** remaining for ${/selectedMonth}."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/remaining","value":"753"}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["category-header","category-chart","category-legend"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"June 2025 breakdown"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"variant":"donut","appearance":"circular"},"children":["slice-housing","slice-food","slice-transport","slice-entertainment","slice-utilities","slice-other"]}}
+{"op":"add","path":"/elements/slice-housing","value":{"type":"Slice","props":{"category":"Housing","value":950},"children":[]}}
+{"op":"add","path":"/elements/slice-food","value":{"type":"Slice","props":{"category":"Food & Dining","value":480},"children":[]}}
+{"op":"add","path":"/elements/slice-transport","value":{"type":"Slice","props":{"category":"Transport","value":310},"children":[]}}
+{"op":"add","path":"/elements/slice-entertainment","value":{"type":"Slice","props":{"category":"Entertainment","value":225},"children":[]}}
+{"op":"add","path":"/elements/slice-utilities","value":{"type":"Slice","props":{"category":"Utilities","value":182},"children":[]}}
+{"op":"add","path":"/elements/slice-other","value":{"type":"Slice","props":{"category":"Other","value":100},"children":[]}}
+{"op":"add","path":"/elements/category-legend","value":{"type":"Table","props":{"columns":["col-category","col-amount","col-pct"]},"children":[]}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","data":["Housing","Food & Dining","Transport","Entertainment","Utilities","Other"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","data":["$950","$480","$310","$225","$182","$100"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-pct","value":{"type":"Col","props":{"label":"% of Budget","data":["31.7%","16.0%","10.3%","7.5%","6.1%","3.3%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-alert","value":{"type":"Alert","props":{"title":"⚠️ Largest Expense This Month","description":{"$template":"**${/largestExpense/description}** — $${/largestExpense/amount} (${/largestExpense/category}) on ${/largestExpense/date}. This single item represents ${/largestExpense/pct}% of your total budget."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"description":"Rent Payment","amount":"950","category":"Housing","date":"Jun 1","pct":"31.7"}}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-expense-header","expense-form"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add New Expense","subtitle":"Log a transaction for the current month"},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpense","fields":["fc-description","fc-amount","fc-category"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/fc-description","value":{"type":"FormControl","props":{"label":"Description","input":"input-description","hint":"e.g. Grocery run, Coffee, Gas"},"children":[]}}
+{"op":"add","path":"/elements/input-description","value":{"type":"Input","props":{"name":"description","placeholder":"What did you spend on?","type":"text","value":{"$bindState":"/newExpense/description"}},"children":[]}}
+{"op":"add","path":"/elements/fc-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/fc-category","value":{"type":"FormControl","props":{"label":"Category","input":"select-category"},"children":[]}}
+{"op":"add","path":"/elements/select-category","value":{"type":"Select","props":{"name":"category","placeholder":"Choose a category","value":{"$bindState":"/newExpense/category"},"items":["cat-opt-1","cat-opt-2","cat-opt-3","cat-opt-4","cat-opt-5","cat-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-1","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-2","value":{"type":"SelectItem","props":{"value":"Food & Dining","label":"Food & Dining"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-3","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-4","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-5","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-6","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-add-expense"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-add-expense","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","description":{"$state":"/newExpense/description"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":"Jun 2025"},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"description":"","amount":"","category":""}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"1","description":"Rent Payment","amount":"950","category":"Housing","date":"Jun 1"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"2","description":"Grocery Store","amount":"87.50","category":"Food & Dining","date":"Jun 3"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"3","description":"Gas Fill-up","amount":"52.00","category":"Transport","date":"Jun 5"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"4","description":"Movie Tickets","amount":"34.00","category":"Entertainment","date":"Jun 7"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"5","description":"Electric Bill","amount":"98.00","category":"Utilities","date":"Jun 10"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..10fe5c962
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,75 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","month-section","budget-section","category-section","largest-expense","add-expense-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Budget Check","subtitle":"Track your spending and stay on budget"},"children":[]}}
+{"op":"add","path":"/elements/month-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"m"},"children":["month-label","month-select"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"Viewing:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"placeholder":"Select month","size":"small","items":["month-opt-1","month-opt-2","month-opt-3","month-opt-4","month-opt-5","month-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/month-opt-1","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-2","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-3","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-4","value":{"type":"SelectItem","props":{"value":"April 2025","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-5","value":{"type":"SelectItem","props":{"value":"May 2025","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-6","value":{"type":"SelectItem","props":{"value":"June 2025","label":"June 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"January 2025"}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-heading","budget-progress","budget-summary"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":"Budget Overview","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/budgetPercent"},"label":{"$template":"${/totalSpent} of ${/budget} used"}},"children":[]}}
+{"op":"add","path":"/elements/budget-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["spent-text","remaining-text"]}}
+{"op":"add","path":"/elements/spent-text","value":{"type":"TextContent","props":{"text":{"$template":"Spent: $${/totalSpent}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/remaining-text","value":{"type":"TextContent","props":{"text":{"$template":"Remaining: $${/remaining}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/budget","value":3000}
+{"op":"add","path":"/state/totalSpent","value":2180}
+{"op":"add","path":"/state/remaining","value":820}
+{"op":"add","path":"/state/budgetPercent","value":73}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["category-heading","pie-chart","category-legend"]}}
+{"op":"add","path":"/elements/category-heading","value":{"type":"Heading","props":{"text":"Spending by Category","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/pie-chart","value":{"type":"PieChart","props":{"labels":["Housing","Food & Dining","Transport","Entertainment","Utilities","Health"],"values":["slice-1","slice-2","slice-3","slice-4","slice-5","slice-6"],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/slice-1","value":{"type":"Slice","props":{"category":"Housing","value":1200},"children":[]}}
+{"op":"add","path":"/elements/slice-2","value":{"type":"Slice","props":{"category":"Food & Dining","value":450},"children":[]}}
+{"op":"add","path":"/elements/slice-3","value":{"type":"Slice","props":{"category":"Transport","value":200},"children":[]}}
+{"op":"add","path":"/elements/slice-4","value":{"type":"Slice","props":{"category":"Entertainment","value":150},"children":[]}}
+{"op":"add","path":"/elements/slice-5","value":{"type":"Slice","props":{"category":"Utilities","value":180},"children":[]}}
+{"op":"add","path":"/elements/slice-6","value":{"type":"Slice","props":{"category":"Health","value":0},"children":[]}}
+{"op":"add","path":"/elements/category-legend","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["cat-row-1","cat-row-2","cat-row-3","cat-row-4","cat-row-5"]}}
+{"op":"add","path":"/elements/cat-row-1","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["cat-name-1","cat-val-1"]}}
+{"op":"add","path":"/elements/cat-name-1","value":{"type":"TextContent","props":{"text":"🏠 Housing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-val-1","value":{"type":"TextContent","props":{"text":"$1,200 (55%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-row-2","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["cat-name-2","cat-val-2"]}}
+{"op":"add","path":"/elements/cat-name-2","value":{"type":"TextContent","props":{"text":"🍽️ Food & Dining","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-val-2","value":{"type":"TextContent","props":{"text":"$450 (21%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-row-3","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["cat-name-3","cat-val-3"]}}
+{"op":"add","path":"/elements/cat-name-3","value":{"type":"TextContent","props":{"text":"🚗 Transport","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-val-3","value":{"type":"TextContent","props":{"text":"$200 (9%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-row-4","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["cat-name-4","cat-val-4"]}}
+{"op":"add","path":"/elements/cat-name-4","value":{"type":"TextContent","props":{"text":"🎬 Entertainment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-val-4","value":{"type":"TextContent","props":{"text":"$150 (7%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-row-5","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between"},"children":["cat-name-5","cat-val-5"]}}
+{"op":"add","path":"/elements/cat-name-5","value":{"type":"TextContent","props":{"text":"💡 Utilities","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cat-val-5","value":{"type":"TextContent","props":{"text":"$180 (8%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense","value":{"type":"Alert","props":{"title":"⚠️ Largest Expense This Month","description":"Rent — $1,200 on Jan 1 (Housing). This single expense accounts for 55% of your total spending.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["add-heading","expense-form"]}}
+{"op":"add","path":"/elements/add-heading","value":{"type":"Heading","props":{"text":"Add an Expense","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpense","fields":["field-name","field-amount","field-category"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-name","value":{"type":"FormControl","props":{"label":"Expense Name","input":"input-name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"expenseName","placeholder":"e.g. Grocery run","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/elements/field-amount","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"input-amount"},"children":[]}}
+{"op":"add","path":"/elements/input-amount","value":{"type":"Input","props":{"name":"expenseAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/field-category","value":{"type":"FormControl","props":{"label":"Category","input":"select-category"},"children":[]}}
+{"op":"add","path":"/elements/select-category","value":{"type":"Select","props":{"name":"expenseCategory","placeholder":"Choose category","value":{"$bindState":"/newExpense/category"},"items":["cat-opt-1","cat-opt-2","cat-opt-3","cat-opt-4","cat-opt-5","cat-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-1","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-2","value":{"type":"SelectItem","props":{"value":"Food & Dining","label":"Food & Dining"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-3","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-4","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-5","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/cat-opt-6","value":{"type":"SelectItem","props":{"value":"Health","label":"Health"},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["btn-add"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-add","value":{"type":"Button","props":{"label":"Add Expense","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":""}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"1","name":"Rent","amount":"1200","category":"Housing"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"2","name":"Grocery run","amount":"85","category":"Food & Dining"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"3","name":"Gas refill","amount":"60","category":"Transport"}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"4","name":"Movie night","amount":"35","category":"Entertainment"}}
+{"op":"add","path":"/state/expenses/4","value":{"id":"5","name":"Electric bill","amount":"95","category":"Utilities"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..20d1b5023
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["cafe-header","special-callout","filter-bar","drinks-all-section","drinks-veg-section","food-all-section","food-veg-section","hours-section"]}}
+{"op":"add","path":"/elements/cafe-header","value":{"type":"Heading","props":{"text":"☕ The Daily Grind Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"🌟 Today's Special","description":"Lavender Honey Latte with a fresh almond croissant — $8.50 (save $2.00!)"},"children":[]}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["filter-label","filter-btn"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"🥬 Dietary Filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/showVegOnly"},"$then":"Show All Items","$else":"Vegetarian Only"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showVegOnly","value":{"$cond":{"$state":"/showVegOnly"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/state/showVegOnly","value":false}
+{"op":"add","path":"/elements/drinks-all-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showVegOnly","not":true},"children":["drinks-all-header","drinks-all-list"]}}
+{"op":"add","path":"/elements/drinks-all-header","value":{"type":"Heading","props":{"text":"🥤 Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-all-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["drink-name","drink-price"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegTag}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","price":"3.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","price":"4.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Lavender Honey Latte","price":"5.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Matcha Green Tea","price":"4.75","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Hot Chocolate","price":"4.25","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Fresh Orange Juice","price":"4.00","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/elements/drinks-veg-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showVegOnly"},"children":["drinks-veg-header","drinks-veg-list"]}}
+{"op":"add","path":"/elements/drinks-veg-header","value":{"type":"Heading","props":{"text":"🥤 Drinks (Vegetarian)","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-veg-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/drinksVeg","key":"id"},"children":["drink-veg-item"]}}
+{"op":"add","path":"/elements/drink-veg-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["drink-veg-name","drink-veg-price"]}}
+{"op":"add","path":"/elements/drink-veg-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/drink-veg-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/drinksVeg","value":[]}
+{"op":"add","path":"/state/drinksVeg/0","value":{"id":"d1","name":"Espresso","price":"3.50"}}
+{"op":"add","path":"/state/drinksVeg/1","value":{"id":"d2","name":"Cappuccino","price":"4.50"}}
+{"op":"add","path":"/state/drinksVeg/2","value":{"id":"d3","name":"Lavender Honey Latte","price":"5.50"}}
+{"op":"add","path":"/state/drinksVeg/3","value":{"id":"d4","name":"Matcha Green Tea","price":"4.75"}}
+{"op":"add","path":"/state/drinksVeg/4","value":{"id":"d5","name":"Hot Chocolate","price":"4.25"}}
+{"op":"add","path":"/state/drinksVeg/5","value":{"id":"d6","name":"Fresh Orange Juice","price":"4.00"}}
+{"op":"add","path":"/elements/food-all-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showVegOnly","not":true},"children":["food-all-header","food-all-list"]}}
+{"op":"add","path":"/elements/food-all-header","value":{"type":"Heading","props":{"text":"🍽️ Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-all-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["food-name","food-price"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegTag}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Almond Croissant","price":"4.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Avocado Toast","price":"7.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Grilled Chicken Panini","price":"9.50","vegTag":"","vegetarian":false}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Caprese Salad","price":"8.00","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"Bacon & Egg Bap","price":"7.00","vegTag":"","vegetarian":false}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Mushroom Risotto Bowl","price":"10.50","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/state/food/6","value":{"id":"f7","name":"Blueberry Muffin","price":"3.75","vegTag":"🌱","vegetarian":true}}
+{"op":"add","path":"/elements/food-veg-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showVegOnly"},"children":["food-veg-header","food-veg-list"]}}
+{"op":"add","path":"/elements/food-veg-header","value":{"type":"Heading","props":{"text":"🍽️ Food (Vegetarian)","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-veg-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/foodVeg","key":"id"},"children":["food-veg-item"]}}
+{"op":"add","path":"/elements/food-veg-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["food-veg-name","food-veg-price"]}}
+{"op":"add","path":"/elements/food-veg-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/food-veg-price","value":{"type":"TextContent","props":{"text":{"$template":"$${price}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/foodVeg","value":[]}
+{"op":"add","path":"/state/foodVeg/0","value":{"id":"f1","name":"Almond Croissant","price":"4.50"}}
+{"op":"add","path":"/state/foodVeg/1","value":{"id":"f2","name":"Avocado Toast","price":"7.50"}}
+{"op":"add","path":"/state/foodVeg/2","value":{"id":"f4","name":"Caprese Salad","price":"8.00"}}
+{"op":"add","path":"/state/foodVeg/3","value":{"id":"f6","name":"Mushroom Risotto Bowl","price":"10.50"}}
+{"op":"add","path":"/state/foodVeg/4","value":{"id":"f7","name":"Blueberry Muffin","price":"3.75"}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["hours-header","hours-list"]}}
+{"op":"add","path":"/elements/hours-header","value":{"type":"Heading","props":{"text":"🕐 Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/hours","key":"day"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"day":"Monday – Friday","time":"7:00 AM – 6:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"day":"Saturday","time":"8:00 AM – 5:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"day":"Sunday","time":"8:00 AM – 3:00 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..f82efe3fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,75 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special","filter-card","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["cafe-name","cafe-tagline"]}}
+{"op":"add","path":"/elements/cafe-name","value":{"type":"Heading","props":{"text":"☕ The Daily Grind","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-tagline","value":{"type":"TextContent","props":{"text":"Freshly brewed happiness since 2018","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/special","value":{"type":"Callout","props":{"variant":"success","title":"🌟 Today's Special","description":"Lavender Honey Oat Latte — $5.50 — A creamy oat milk latte infused with house-made lavender syrup and a drizzle of local honey. Available all day!"},"children":[]}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk"},"children":["filter-label","veg-switch-group"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"🥬 Show vegetarian items only","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/veg-switch-group","value":{"type":"SwitchGroup","props":{"name":"vegFilter","items":["veg-switch-item"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/veg-switch-item","value":{"type":"SwitchItem","props":{"name":"showVegOnly","label":"Veg Only","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/state/showVegOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["drinks-heading","drinks-all","drinks-veg"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"🥤 Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-all","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/showVegOnly","not":true},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["drink-name","drink-desc"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegTag}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"d1","name":"Espresso","description":"Rich double shot, dark roast","price":"$3.00","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"d2","name":"Cappuccino","description":"Espresso with steamed milk foam","price":"$4.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"d3","name":"Lavender Honey Oat Latte","description":"Today's special — oat milk, lavender, honey","price":"$5.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"d4","name":"Iced Matcha","description":"Ceremonial grade matcha over ice","price":"$5.00","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/drinks/4","value":{"id":"d5","name":"Hot Chocolate","description":"Belgian chocolate with whipped cream","price":"$4.00","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/drinks/5","value":{"id":"d6","name":"Fresh Orange Juice","description":"Squeezed to order","price":"$4.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/elements/drinks-veg","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/showVegOnly","eq":true},"repeat":{"statePath":"/drinksVeg","key":"id"},"children":["drink-row-veg"]}}
+{"op":"add","path":"/elements/drink-row-veg","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["drink-info-veg","drink-price-veg"]}}
+{"op":"add","path":"/elements/drink-info-veg","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["drink-name-veg","drink-desc-veg"]}}
+{"op":"add","path":"/elements/drink-name-veg","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-desc-veg","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price-veg","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/drinksVeg","value":[]}
+{"op":"add","path":"/state/drinksVeg/0","value":{"id":"dv1","name":"Espresso","description":"Rich double shot, dark roast","price":"$3.00"}}
+{"op":"add","path":"/state/drinksVeg/1","value":{"id":"dv2","name":"Cappuccino","description":"Espresso with steamed milk foam","price":"$4.50"}}
+{"op":"add","path":"/state/drinksVeg/2","value":{"id":"dv3","name":"Lavender Honey Oat Latte","description":"Today's special — oat milk, lavender, honey","price":"$5.50"}}
+{"op":"add","path":"/state/drinksVeg/3","value":{"id":"dv4","name":"Iced Matcha","description":"Ceremonial grade matcha over ice","price":"$5.00"}}
+{"op":"add","path":"/state/drinksVeg/4","value":{"id":"dv5","name":"Hot Chocolate","description":"Belgian chocolate with whipped cream","price":"$4.00"}}
+{"op":"add","path":"/state/drinksVeg/5","value":{"id":"dv6","name":"Fresh Orange Juice","description":"Squeezed to order","price":"$4.50"}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["food-heading","food-all","food-veg"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"🍽️ Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-all","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/showVegOnly","not":true},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["food-name","food-desc"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} ${vegTag}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"f1","name":"Avocado Toast","description":"Sourdough, smashed avo, chili flakes, poached egg","price":"$9.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/food/1","value":{"id":"f2","name":"Croissant","description":"Butter croissant, baked fresh daily","price":"$4.00","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/food/2","value":{"id":"f3","name":"Turkey & Brie Sandwich","description":"On ciabatta with cranberry sauce","price":"$11.00","vegetarian":false,"vegTag":""}}
+{"op":"add","path":"/state/food/3","value":{"id":"f4","name":"Mushroom Risotto Bowl","description":"Creamy arborio rice, wild mushrooms, parmesan","price":"$12.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/state/food/4","value":{"id":"f5","name":"BLT Wrap","description":"Bacon, lettuce, tomato, garlic aioli","price":"$10.00","vegetarian":false,"vegTag":""}}
+{"op":"add","path":"/state/food/5","value":{"id":"f6","name":"Banana Bread","description":"House-baked with walnuts","price":"$4.50","vegetarian":true,"vegTag":"🌱"}}
+{"op":"add","path":"/elements/food-veg","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"visible":{"$state":"/showVegOnly","eq":true},"repeat":{"statePath":"/foodVeg","key":"id"},"children":["food-row-veg"]}}
+{"op":"add","path":"/elements/food-row-veg","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["food-info-veg","food-price-veg"]}}
+{"op":"add","path":"/elements/food-info-veg","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["food-name-veg","food-desc-veg"]}}
+{"op":"add","path":"/elements/food-name-veg","value":{"type":"TextContent","props":{"text":{"$template":"${name} 🌱"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-desc-veg","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price-veg","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/foodVeg","value":[]}
+{"op":"add","path":"/state/foodVeg/0","value":{"id":"fv1","name":"Avocado Toast","description":"Sourdough, smashed avo, chili flakes, poached egg","price":"$9.50"}}
+{"op":"add","path":"/state/foodVeg/1","value":{"id":"fv2","name":"Croissant","description":"Butter croissant, baked fresh daily","price":"$4.00"}}
+{"op":"add","path":"/state/foodVeg/2","value":{"id":"fv3","name":"Mushroom Risotto Bowl","description":"Creamy arborio rice, wild mushrooms, parmesan","price":"$12.50"}}
+{"op":"add","path":"/state/foodVeg/3","value":{"id":"fv4","name":"Banana Bread","description":"House-baked with walnuts","price":"$4.50"}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["hours-heading","hours-card"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"🕐 Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"repeat":{"statePath":"/hours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"id":"h1","day":"Monday – Friday","time":"6:30 AM – 7:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"id":"h2","day":"Saturday","time":"7:00 AM – 6:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"id":"h3","day":"Sunday","time":"8:00 AM – 4:00 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..a3dd38543
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,4 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","filter-card
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..d79a69380
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","special-callout","veg-toggle","drinks-section","food-section","separator-hours","hours-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☕ The Golden Bean Café","subtitle":"Freshly brewed happiness since 2018"},"children":[]}}
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index 000000000..bdf20cff7
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index 000000000..cf9102fa9
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index 000000000..0fefe39f0
--- /dev/null
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+{"op":"add","path":"/elements/name-field","value":{"type":"FormControl","props":{"label":"Full Name","input":"name-input"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Jane Doe","type":"text","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email Address","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"jane@company.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/reg-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["submit-btn"]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Register","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":""}}
+{"op":"add","path":"/state/registered","value":false}
+{"op":"add","path":"/elements/success-msg","value":{"type":"Callout","props":{"variant":"success","title":"You're registered! 🎉","description":"Check your email for confirmation details. See you at TechForward 2025!"},"visible":{"$state":"/registered"},"children":[]}}
+{"op":"replace","path":"/elements/registration-section/value/children","value":["reg-header","reg-form","success-msg"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..f7690bf9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r3.txt
@@ -0,0 +1,79 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/hero-tag","value":{"type":"Tag","props":{"text":"DEVELOPER CONFERENCE","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":{"$state":"/event/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hero-tagline","value":{"type":"TextContent","props":{"text":{"$state":"/event/tagline"}},"children":[]}}
+{"op":"add","path":"/elements/meta-date","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/event/dateLine}"}},"children":[]}}
+{"op":"add","path":"/elements/meta-venue","value":{"type":"TextContent","props":{"text":{"$template":"📍 ${/event/venueLine}"}},"children":[]}}
+{"op":"add","path":"/elements/hero-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["meta-date","meta-venue"]}}
+{"op":"add","path":"/elements/hero-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["hero-tag","hero-title","hero-tagline","hero-meta"]}}
+{"op":"add","path":"/state/event","value":{"name":"Signal Summit 2025","tagline":"Three days of systems, AI, and the people building them.","dateLine":"November 18–20, 2025","venueLine":"Alfombra Hall, Lisbon","dateShort":"Nov 18–20"}}
+{"op":"add","path":"/elements/cd-label","value":{"type":"TextContent","props":{"text":"UNTIL DOORS OPEN","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cd-big","value":{"type":"TextContent","props":{"text":{"$template":"${/daysRemaining} days to go"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cd-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["cd-label","cd-big"]}}
+{"op":"add","path":"/elements/cd-badge","value":{"type":"Badge","props":{"text":"Early-bird live","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/cd-note","value":{"type":"TextContent","props":{"text":"Prices rise October 1.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cd-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["cd-badge","cd-note"]}}
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+{"op":"add","path":"/state/daysRemaining","value":47}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"text":{"$item":"title"}},"children":[]}}
+{"op":"add","path":"/elements/agenda-sub","value":{"type":"TextContent","props":{"text":{"$template":"${speaker} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/agenda-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["agenda-title","agenda-sub"]}}
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+{"op":"add","path":"/elements/agenda-header","value":{"type":"CardHeader","props":{"title":"Agenda","subtitle":"Day 1 highlights — all times WET"},"children":[]}}
+{"op":"add","path":"/elements/agenda-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["agenda-header","agenda-list"]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"a1","time":"08:30","title":"Registration, badge pickup & coffee","speaker":"Concierge","room":"Main foyer"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"a2","time":"09:15","title":"Opening keynote: The Interface Decade","speaker":"Maya Chen","room":"Main stage"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"a3","time":"10:30","title":"Edge-native architecture in practice","speaker":"Tomás Ferreira","room":"Hall A"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"a4","time":"12:00","title":"Lunch + sponsor demos","speaker":"Open session","room":"Expo hall"}}
+{"op":"add","path":"/state/agenda/4","value":{"id":"a5","time":"13:30","title":"Panel: Funding deep tech in Europe","speaker":"Amara Okafor (mod.)","room":"Main stage"}}
+{"op":"add","path":"/state/agenda/5","value":{"id":"a6","time":"16:45","title":"Closing remarks & rooftop networking","speaker":"Sofia Lindqvist","room":"Terrace"}}
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+{"op":"add","path":"/elements/speaker-role","value":{"type":"TextContent","props":{"text":{"$template":"${role}, ${company}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/speakers-header","value":{"type":"CardHeader","props":{"title":"Speakers","subtitle":"Four voices shaping the next decade of software"},"children":[]}}
+{"op":"add","path":"/elements/speakers-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["speakers-header","speakers-list"]}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"s1","name":"Maya Chen","role":"Chief Scientist","company":"Northwind AI","bio":"Unpacks how frontier models ship to a million devices a week.","initials":"MC"}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"s2","name":"Tomás Ferreira","role":"Principal Engineer","company":"Latency Labs","bio":"Cut p99 latency 40% by rethinking the edge cache.","initials":"TF"}}
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+{"op":"add","path":"/elements/tier-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/tier-perks","value":{"type":"TextContent","props":{"text":{"$template":"✓ ${perks}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/tickets-header","value":{"type":"CardHeader","props":{"title":"Tickets","subtitle":"All tiers include 3-day access, lunch, and coffee — forever"},"children":[]}}
+{"op":"add","path":"/elements/tickets-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tickets-header","tiers-row"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","name":"Standard","price":"€290","description":"All keynotes and talks","perks":"3-day pass · Lunch included","badge":"3-day pass"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","name":"Pro","price":"€540","description":"Everything in Standard, plus hands-on workshops","perks":"Workshop labs · Speaker dinner","badge":"Most popular"}}
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+{"op":"add","path":"/state/selectedTier","value":"Standard"}
+{"op":"add","path":"/elements/sel-note","value":{"type":"TextContent","props":{"text":{"$template":"Selected tier: **${/selectedTier}** — you can change it any time above."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"Ada Lovelace","type":"text","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/fc-name","value":{"type":"FormControl","props":{"label":"Full name","input":"input-name","hint":"As it should appear on your badge"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"ada@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/fc-email","value":{"type":"FormControl","props":{"label":"Email","input":"input-email","hint":"We'll only email you about this event"},"children":[]}}
+{"op":"add","path":"/elements/register-btn","value":{"type":"Button","props":{"label":"Register now","variant":"primary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/register-buttons","value":{"type":"Buttons","props":{"buttons":["register-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/register-form","value":{"type":"Form","props":{"name":"register","fields":["fc-name","fc-email"],"buttons":"register-buttons"},"visible":{"$state":"/formValidation/valid","not":true},"children":[]}}
+{"op":"add","path":"/elements/success-tag","value":{"type":"Tag","props":{"text":"Registration confirmed","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/success-text","value":{"type":"TextContent","props":{"text":{"$template":"Thanks ${/form/name} — your **${/selectedTier}** pass is reserved. Confirmation is on its way to ${/form/email}."}},"children":[]}}
+{"op":"add","path":"/elements/success-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"visible":{"$state":"/formValidation/valid"},"children":["success-tag","success-text"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Register","subtitle":"Grab your spot in under a minute"},"children":[]}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["register-header","sel-note","register-form","success-card"]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":""}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Signal Summit · © 2025 Northlight Events · Code of Conduct · hello@signalsummit.dev","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["hero-card","countdown-card","agenda-card","speakers-card","tickets-card","register-card","footer-note"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..76fae679c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-event__r4.txt
@@ -0,0 +1,63 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"xl"},"children":["hero","agenda","speakers","tickets","registration"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["hero-title","hero-meta","hero-days"]}}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":{"$state":"/event/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hero-meta","value":{"type":"TextContent","props":{"text":{"$template":"Date: ${/event/date} · Venue: ${/event/venue}"}},"children":[]}}
+{"op":"add","path":"/elements/hero-days","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"${/daysRemaining} days remaining"},"description":{"$template":"Counting down to ${/event/name} on ${/event/date}."}},"children":[]}}
+{"op":"add","path":"/state/event","value":{}}
+{"op":"add","path":"/state/event/name","value":"OrbitConf 2025"}
+{"op":"add","path":"/state/event/date","value":"November 18, 2025"}
+{"op":"add","path":"/state/event/venue","value":"Aurora Convention Center, Seattle, WA"}
+{"op":"add","path":"/state/daysRemaining","value":47}
+{"op":"add","path":"/elements/agenda","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["agenda-header","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-header","value":{"type":"CardHeader","props":{"title":"Agenda","subtitle":"All times are Pacific Time"},"children":[]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-row"]}}
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+{"op":"add","path":"/elements/speakers-header","value":{"type":"CardHeader","props":{"title":"Speakers","subtitle":"Experts leading the sessions"},"children":[]}}
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+{"op":"add","path":"/elements/reg-name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"reg-name-input"},"children":[]}}
+{"op":"add","path":"/elements/reg-name-input","value":{"type":"Input","props":{"name":"name","placeholder":"Ada Lovelace","type":"text","value":{"$bindState":"/registration/name"}},"children":[]}}
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+{"op":"add","path":"/elements/reg-email-input","value":{"type":"Input","props":{"name":"email","placeholder":"ada@example.com","type":"email","value":{"$bindState":"/registration/email"}},"children":[]}}
+{"op":"add","path":"/state/registration/email","value":""}
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+{"op":"add","path":"/elements/register-button","value":{"type":"Button","props":{"label":"Complete registration","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/registered","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/registration-success","value":{"type":"Alert","props":{"variant":"success","title":"Registration received","description":"We'll send confirmation and ticket details soon."},"visible":{"$state":"/registered"},"children":[]}}
+{"op":"add","path":"/state/registered","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..117bf05e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,66 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","workout-chart-card","log-workout-card","recent-workouts-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Daily Fitness Summary","subtitle":"Today at a glance"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["steps-card","calories-card"]}}
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+{"op":"add","path":"/state","value":{}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..5ce3e0ffb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,37 @@
+
+
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..d58fb2a24
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,48 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..7122e5874
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,47 @@
+
+
+{"op":"add","path":"/root","value":"root"}
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+{"op":"add","path":"/elements/field-type","value":{"type":"FormControl","props":{"label":"Workout Type","input":"input-type"},"children":["input-type"]}}
+{"op":"add","path":"/elements/input-type","value":{"type":"Select","props":{"name":"workoutType","placeholder":"Select workout type","value":{"$bindState":"/form/workoutType"},"items":["select-running","select-cycling","select-swimming","select-strength","select-yoga","select-hiit"]},"children":["select-running","select-cycling","select-swimming","select-strength","select-yoga","select-hiit"]}}
+{"op":"add","path":"/elements/select-running","value":{"type":"SelectItem","props":{"value":"running","label":"🏃 Running"},"children":[]}}
+{"op":"add","path":"/elements/select-cycling","value":{"type":"SelectItem","props":{"value":"cycling","label":"🚴 Cycling"},"children":[]}}
+{"op":"add","path":"/elements/select-swimming","value":{"type":"SelectItem","props":{"value":"swimming","label":"🏊 Swimming"},"children":[]}}
+{"op":"add","path":"/elements/select-strength","value":{"type":"SelectItem","props":{"value":"strength","label":"🏋️ Strength Training"},"children":[]}}
+{"op":"add","path":"/elements/select-yoga","value":{"type":"SelectItem","props":{"value":"yoga","label":"🧘 Yoga"},"children":[]}}
+{"op":"add","path":"/elements/select-hiit","value":{"type":"SelectItem","props":{"value":"hiit","label":"⚡ HIIT"},"children":[]}}
+{"op":"add","path":"/elements/field-duration","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"input-duration","hint":"How long was your workout?"},"children":["input-duration"]}}
+{"op":"add","path":"/elements/input-duration","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/form/duration"}},"children":[]}}
+{"op":"add","path":"/elements/field-calories","value":{"type":"FormControl","props":{"label":"Calories Burned","input":"input-calories","hint":"Estimated calories for this session"},"children":["input-calories"]}}
+{"op":"add","path":"/elements/input-calories","value":{"type":"Input","props":{"name":"calories","type":"number","placeholder":"e.g. 350","value":{"$bindState":"/form/calories"}},"children":[]}}
+{"op":"add","path":"/elements/field-notes","value":{"type":"FormControl","props":{"label":"Notes (optional)","input":"input-notes"},"children":["input-notes"]}}
+{"op":"add","path":"/elements/input-notes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"How did it feel? Any PRs?","rows":2,"value":{"$bindState":"/form/notes"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-log","btn-clear"]},"children":["btn-log","btn-clear"]}}
+{"op":"add","path":"/elements/btn-log","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workoutLog","value":{"id":"$id","type":{"$state":"/form/workoutType"},"duration":{"$state":"/form/duration"},"calories":{"$state":"/form/calories"},"notes":{"$state":"/form/notes"},"date":"2025-06-17"},"clearStatePath":"/form"}}},"children":[]}}
+{"op":"add","path":"/elements/btn-clear","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/form","value":{"workoutType":"","duration":"","calories":"","notes":""}}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"workoutType":"","duration":"","calories":"","notes":""}}
+{"op":"add","path":"/state/workoutLog","value":[]}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Workout Logged! 🎉","description":"Great job staying active. Your workout has been added to today's log."},"visible":{"$state":"/workoutLog/0"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..c408c89f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r1.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header-card","description-card","qualifications-card","salary-card","apply-card","share-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["role-title","team-row"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/team-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["team-badge","location-badge","type-badge"]}}
+{"op":"add","path":"/elements/team-badge","value":{"type":"Badge","props":{"text":"Design Team","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/location-badge","value":{"type":"Badge","props":{"text":"San Francisco, CA","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/type-badge","value":{"type":"Badge","props":{"text":"Full-time","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/description-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["desc-header","desc-text"]}}
+{"op":"add","path":"/elements/desc-header","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We're looking for a Senior Product Designer to join our Design team and help shape the future of our platform. You'll work closely with engineering and product to craft intuitive, delightful experiences used by millions. You'll own end-to-end design from research and ideation through high-fidelity prototypes and developer handoff, mentoring junior designers along the way."},"children":[]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["qual-header","qual-list"]}}
+{"op":"add","path":"/elements/qual-header","value":{"type":"Heading","props":{"text":"Key Qualifications","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/qual-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["qual-text"]}}
+{"op":"add","path":"/elements/qual-text","value":{"type":"TextContent","props":{"text":{"$item":"text"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","text":"5+ years of product design experience, with a strong portfolio showcasing shipped work"}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","text":"Expertise in Figma and modern design systems; experience building or maintaining component libraries"}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","text":"Deep understanding of UX research methods and ability to translate insights into design decisions"}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","text":"Strong visual design skills with attention to typography, color, spacing, and motion"}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"5","text":"Excellent communication skills; comfortable presenting to stakeholders and facilitating design critiques"}}
+{"op":"add","path":"/elements/salary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["salary-label","salary-value"]}}
+{"op":"add","path":"/elements/salary-label","value":{"type":"TextContent","props":{"text":"💰 Salary Range","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/salary-value","value":{"type":"TextContent","props":{"text":"$145,000 – $185,000 / year + equity","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["apply-header","apply-form"]}}
+{"op":"add","path":"/elements/apply-header","value":{"type":"Heading","props":{"text":"Apply Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"application-form","buttons":"apply-buttons","fields":["name-field","email-field","resume-field"]},"children":[]}}
+{"op":"add","path":"/elements/name-field","value":{"type":"FormControl","props":{"label":"Full Name","input":"name-input"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Jane Smith","type":"text","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email Address","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/resume-field","value":{"type":"FormControl","props":{"label":"Resume Link","input":"resume-input","hint":"Paste a link to your resume (Google Drive, Dropbox, personal site, etc.)"},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://drive.google.com/...","type":"url","value":{"$bindState":"/form/resumeLink"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/form/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","email":"","resumeLink":"","submitted":false}}
+{"op":"add","path":"/elements/success-alert","value":{"type":"Alert","props":{"title":"Application Submitted!","description":"Thank you for applying. Our team will review your application and get back to you within 5 business days.","variant":"success"},"visible":{"$state":"/form/submitted"},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["share-text","share-btn"]}}
+{"op":"add","path":"/elements/share-text","value":{"type":"TextContent","props":{"text":"Know someone great? Share this posting.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/share-btn","value":{"type":"Button","props":{"label":"🔗 Share Posting","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/shared","value":true}}},"children":[]}}
+{"op":"add","path":"/state/shared","value":false}
+
+Now let me fix the structure — the success alert needs to be inside the apply card. Let me restructure properly:
+
+{"op":"replace","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["apply-header","apply-form","success-alert"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..4f5e5c1b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r2.txt
@@ -0,0 +1,66 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","description-section","qualifications-section","salary-section","apply-section","share-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"stretch","justify":"start"},"children":["job-title","job-meta-row"]}}
+{"op":"add","path":"/elements/job-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/job-meta-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"start","wrap":true},"children":["team-badge","location-text"]}}
+{"op":"add","path":"/elements/team-badge","value":{"type":"Badge","props":{"text":{"$state":"/job/team"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/location-text","value":{"type":"TextContent","props":{"text":{"$state":"/job/location"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/job","value":{}}
+{"op":"add","path":"/state/job/title","value":"Senior Product Designer"}
+{"op":"add","path":"/state/job/team","value":"Product Design Team"}
+{"op":"add","path":"/state/job/location","value":"Remote-friendly · London or New York"}
+{"op":"add","path":"/elements/description-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch","justify":"start"},"children":["description-heading","description-text"]}}
+{"op":"add","path":"/elements/description-heading","value":{"type":"Heading","props":{"text":"About the role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/description-text","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"}},"children":[]}}
+{"op":"add","path":"/state/job/description","value":"We are looking for a Senior Product Designer to shape end-to-end experiences for our collaboration platform. You will partner with product, engineering, and research to turn ambiguous customer problems into clear, elegant, and usable solutions."}
+{"op":"add","path":"/elements/qualifications-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch","justify":"start"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"Main qualifications sought","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"stretch","justify":"start"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"start","justify":"start"},"children":["qualification-bullet","qualification-text"]}}
+{"op":"add","path":"/elements/qualification-bullet","value":{"type":"TextContent","props":{"text":"•","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/qualification-text","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"q1","title":"5+ years designing digital products, ideally in B2B or complex workflow software"}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"q2","title":"Strong portfolio showing end-to-end product design, from discovery to polished UI"}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"q3","title":"Confidence with design systems, accessibility, and responsive layout patterns"}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"q4","title":"Experience partnering with product managers and engineers in agile teams"}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"q5","title":"Comfort presenting design rationale and incorporating feedback quickly"}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch","justify":"start"},"children":["salary-heading","salary-card"]}}
+{"op":"add","path":"/elements/salary-heading","value":{"type":"Heading","props":{"text":"Salary range","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["salary-amount","salary-note"]}}
+{"op":"add","path":"/elements/salary-amount","value":{"type":"TextContent","props":{"text":{"$state":"/job/salaryRange"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":"Full-time base salary, plus benefits and equity","size":"small"},"children":[]}}
+{"op":"add","path":"/state/job/salaryRange","value":"$120,000–$155,000 per year"}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch","justify":"start"},"children":["apply-heading","apply-intro","application-form","apply-success"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/apply-intro","value":{"type":"TextContent","props":{"text":"Send your details and a link to your resume or portfolio. We review applications weekly.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"job-application","fields":["field-name","field-email","field-resume"],"buttons":"apply-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-name","value":{"type":"FormControl","props":{"label":"Full name","input":"input-name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"name","placeholder":"Ada Lovelace","type":"text","value":{"$bindState":"/application/name"},"rules":["required"]},"children":[]}}
+{"op":"add","path":"/state/application","value":{}}
+{"op":"add","path":"/state/application/name","value":""}
+{"op":"add","path":"/elements/field-email","value":{"type":"FormControl","props":{"label":"Email address","input":"input-email"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"you@example.com","type":"email","value":{"$bindState":"/application/email"},"rules":["required","email"]},"children":[]}}
+{"op":"add","path":"/state/application/email","value":""}
+{"op":"add","path":"/elements/field-resume","value":{"type":"FormControl","props":{"label":"Resume or portfolio link","input":"input-resume","hint":"Paste a public link to your resume, portfolio, or LinkedIn profile."},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://portfolio.example.com","type":"url","value":{"$bindState":"/application/resumeLink"},"rules":["required","url"]},"children":[]}}
+{"op":"add","path":"/state/application/resumeLink","value":""}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-application"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Alert","props":{"title":"Application ready","description":{"$template":"Thanks, ${/application/name} — your details were validated. We’ll contact you at ${/application/email}."},"variant":"success"},"visible":{"$state":"/formValidation/valid"},"children":[]}}
+{"op":"add","path":"/state/formValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch","justify":"start"},"children":["share-heading","share-text","share-link-card","share-buttons","share-confirmation"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this posting","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/share-text","value":{"type":"TextContent","props":{"text":"Know a great designer? Send this role along.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/share-link-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"start","wrap":true},"children":["share-link-label","share-link"]}}
+{"op":"add","path":"/elements/share-link-label","value":{"type":"TextContent","props":{"text":"Posting link","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/share-link","value":{"type":"TextContent","props":{"text":{"$state":"/job/link"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/job/link","value":"https://careers.example.com/roles/senior-product-designer"}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-copy","share-email","share-linkedin"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Button","props":{"label":"Copy link","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/share/message","value":"Posting link copied to clipboard."}}},"children":[]}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Share by email","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/share/message","value":"Email draft started for this posting."}}},"children":[]}}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"Share to LinkedIn","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/share/message","value":"LinkedIn share window opened."}}},"children":[]}}
+{"op":"add","path":"/elements/share-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Shared","description":{"$state":"/share/message"}},"visible":{"$state":"/share/message"},"children":[]}}
+{"op":"add","path":"/state/share","value":{"message":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..0102eaad6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r3.txt
@@ -0,0 +1,58 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","separator-1","description-section","separator-2","qualifications-section","separator-3","salary-section","separator-4","apply-section","separator-5","share-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["role-title","team-badge-row"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/team-badge-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["team-tag","location-tag","type-tag"]}}
+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":"Design Team","icon":"users","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/location-tag","value":{"type":"Tag","props":{"text":"San Francisco, CA","icon":"map-pin","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/type-tag","value":{"type":"Tag","props":{"text":"Full-time","icon":"clock","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/description-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We're looking for a Senior Product Designer to join our growing design team. You'll own end-to-end design for our core product experiences, partnering closely with engineering and product management to ship delightful, accessible interfaces used by millions. You'll mentor junior designers, contribute to our design system, and help shape the future of our platform.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/qualifications-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["qual-heading","qual-list"]}}
+{"op":"add","path":"/elements/qual-heading","value":{"type":"Heading","props":{"text":"Qualifications","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/qual-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["qual-text"]}}
+{"op":"add","path":"/elements/qual-text","value":{"type":"TextContent","props":{"text":{"$item":"text"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","text":"5+ years of product design experience, with a strong portfolio demonstrating UX and visual design skills"}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","text":"Proficiency in Figma, prototyping tools, and modern design workflows"}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","text":"Experience building and maintaining design systems at scale"}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","text":"Strong understanding of accessibility standards (WCAG 2.1 AA)"}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"5","text":"Excellent communication skills with the ability to present and defend design decisions to stakeholders"}}
+{"op":"add","path":"/state/qualifications/5","value":{"id":"6","text":"Experience mentoring junior designers and leading design critiques"}}
+{"op":"add","path":"/elements/separator-3","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["salary-heading","salary-row"]}}
+{"op":"add","path":"/elements/salary-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/salary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["salary-text","salary-note"]}}
+{"op":"add","path":"/elements/salary-text","value":{"type":"TextContent","props":{"text":"$145,000 – $185,000 / year","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":"+ equity, benefits & 401(k) match","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator-4","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["apply-heading","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"application-form","fields":["field-name","field-email","field-resume"],"buttons":"apply-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name","hint":"Your first and last name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"e.g. Jane Smith","type":"text","value":{"$bindState":"/form/fullName"}},"children":[]}}
+{"op":"add","path":"/elements/field-email","value":{"type":"FormControl","props":{"label":"Email Address","input":"input-email","hint":"We'll use this to follow up"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"e.g. jane@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/field-resume","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"input-resume","hint":"URL to your resume or portfolio site"},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://yourportfolio.com","type":"url","value":{"$bindState":"/form/resumeLink"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["btn-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/formSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"fullName":"","email":"","resumeLink":""}}
+{"op":"add","path":"/state/formSubmitted","value":false}
+{"op":"add","path":"/elements/success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Application Submitted!","description":"Thank you for applying. Our team will review your application and get back to you within 5 business days."},"visible":{"$state":"/formSubmitted"},"children":[]}}
+{"op":"add","path":"/elements/separator-5","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["share-heading","share-buttons"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Share this Posting","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["btn-share-linkedin","btn-share-twitter","btn-share-copy"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/btn-share-linkedin","value":{"type":"Button","props":{"label":"LinkedIn","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMessage","value":"Opening LinkedIn share..."}}},"children":[]}}
+{"op":"add","path":"/elements/btn-share-twitter","value":{"type":"Button","props":{"label":"X / Twitter","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMessage","value":"Opening X share..."}}},"children":[]}}
+{"op":"add","path":"/elements/btn-share-copy","value":{"type":"Button","props":{"label":"Copy Link","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMessage","value":"Link copied to clipboard!"}}},"children":[]}}
+{"op":"add","path":"/state/shareMessage","value":""}
+{"op":"add","path":"/elements/share-feedback","value":{"type":"TextCallout","props":{"variant":"info","description":{"$state":"/shareMessage"}},"visible":{"$state":"/shareMessage"},"children":[]}}
+{"op":"replace","path":"/elements/main/children","value":["header-section","separator-1","description-section","separator-2","qualifications-section","separator-3","salary-section","separator-4","apply-section","success-callout","separator-5","share-section","share-feedback"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..febc74a03
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-job__r4.txt
@@ -0,0 +1,55 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","separator-1","description-section","separator-2","qualifications-section","separator-3","salary-section","separator-4","apply-section","separator-5","share-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["role-title","team-badge-row"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":"Senior Product Designer","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/team-badge-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["team-badge","location-badge","type-badge"]}}
+{"op":"add","path":"/elements/team-badge","value":{"type":"Tag","props":{"text":"Design Team","icon":"users","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/location-badge","value":{"type":"Tag","props":{"text":"Remote / San Francisco","icon":"map-pin","variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/type-badge","value":{"type":"Tag","props":{"text":"Full-time","icon":"clock","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/description-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["desc-heading","desc-text"]}}
+{"op":"add","path":"/elements/desc-heading","value":{"type":"Heading","props":{"text":"About the Role","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/desc-text","value":{"type":"TextContent","props":{"text":"We're looking for a Senior Product Designer to join our growing design team. You'll own end-to-end design for our core platform experiences, collaborating closely with engineering and product to ship delightful, accessible interfaces used by millions. You'll mentor junior designers, contribute to our design system, and help shape the future of how people interact with our product.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/qualifications-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["qual-heading","qual-list"]}}
+{"op":"add","path":"/elements/qual-heading","value":{"type":"Heading","props":{"text":"What We're Looking For","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/qual-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qual-item"]}}
+{"op":"add","path":"/elements/qual-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"start","variant":"clear"},"children":["qual-bullet","qual-text"]}}
+{"op":"add","path":"/elements/qual-bullet","value":{"type":"TextContent","props":{"text":"•","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/qual-text","value":{"type":"TextContent","props":{"text":{"$item":"text"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"1","text":"5+ years of product design experience, with a strong portfolio demonstrating shipped work"}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"2","text":"Deep expertise in interaction design, visual design, and prototyping tools (Figma, Sketch, or similar)"}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"3","text":"Experience contributing to or maintaining a design system at scale"}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"4","text":"Strong understanding of accessibility standards (WCAG 2.1) and inclusive design practices"}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"5","text":"Excellent communication skills — ability to present and defend design decisions to stakeholders"}}
+{"op":"add","path":"/state/qualifications/5","value":{"id":"6","text":"Experience mentoring or leading other designers is a plus"}}
+{"op":"add","path":"/elements/separator-3","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["salary-heading","salary-range","salary-note"]}}
+{"op":"add","path":"/elements/salary-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/salary-range","value":{"type":"TextContent","props":{"text":"$145,000 – $185,000 / year","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":"Plus equity, health benefits, 401(k) match, and unlimited PTO. Final offer depends on experience and location.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/separator-4","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/apply-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["apply-heading","apply-form","apply-success"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply Now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"application","buttons":"apply-buttons","fields":["field-name","field-email","field-resume"]},"children":[]}}
+{"op":"add","path":"/elements/field-name","value":{"type":"FormControl","props":{"label":"Full Name","input":"input-name","hint":"Your legal name"},"children":[]}}
+{"op":"add","path":"/elements/input-name","value":{"type":"Input","props":{"name":"fullName","placeholder":"Jane Smith","type":"text","value":{"$bindState":"/form/fullName"}},"children":[]}}
+{"op":"add","path":"/elements/field-email","value":{"type":"FormControl","props":{"label":"Email Address","input":"input-email","hint":"We'll send confirmation here"},"children":[]}}
+{"op":"add","path":"/elements/input-email","value":{"type":"Input","props":{"name":"email","placeholder":"jane@example.com","type":"email","value":{"$bindState":"/form/email"}},"children":[]}}
+{"op":"add","path":"/elements/field-resume","value":{"type":"FormControl","props":{"label":"Resume / Portfolio Link","input":"input-resume","hint":"URL to your resume, portfolio, or LinkedIn"},"children":[]}}
+{"op":"add","path":"/elements/input-resume","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://portfolio.example.com","type":"url","value":{"$bindState":"/form/resumeLink"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit"]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit Application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/formSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/apply-success","value":{"type":"Callout","props":{"variant":"success","title":"Application Submitted!","description":"Thank you for applying. We'll review your application and get back to you within 5 business days."},"visible":{"$state":"/formSubmitted"},"children":[]}}
+{"op":"add","path":"/state/form","value":{"fullName":"","email":"","resumeLink":""}}
+{"op":"add","path":"/state/formSubmitted","value":false}
+{"op":"add","path":"/elements/separator-5","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["share-label","share-buttons"]}}
+{"op":"add","path":"/elements/share-label","value":{"type":"TextContent","props":{"text":"Know someone great? Share this posting:","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-share-link","btn-share-email"]}}
+{"op":"add","path":"/elements/btn-share-link","value":{"type":"Button","props":{"label":"Copy Link","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/linkCopied","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/btn-share-email","value":{"type":"Button","props":{"label":"Share via Email","variant":"tertiary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/linkCopied","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..500afd11f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,25 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","kpi-row","trend-section","products-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Founder's Monthly Sales Check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"June 2026 snapshot · revenue, trend, top products, and conversion","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch","justify":"start"},"children":["revenue-kpi","conversion-kpi","download-kpi"]}}
+{"op":"add","path":"/elements/revenue-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-change"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueThisMonth"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/revenueThisMonth","value":"$52,480"}
+{"op":"add","path":"/elements/revenue-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/revenueChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueChange","value":"+7.3% vs May"}
+{"op":"add","path":"/elements/conversion-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-hint"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion percentage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/conversionPercent"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/conversionPercent","value":"4.2%"}
+{"op":"add","path":"/elements/conversion-hint","value":{"type":"TextContent","props":{"text":"Visitors who became paying customers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["download-label","download-dialog","download-hint"]}}
+{"op":"add","path":"/elements/download-label","value":{"type":"TextContent","props":{"text":"Download","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/download-link","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/export/markdownLink"},"variant":"clear"},"children":[]}}
+{"op":"add","path":"/state/export","value":{}}
+{"op":"
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..0ffa4fb32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,53 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["page-header","summary-row","chart-card","top-products-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Founder Monthly Sales Check","subtitle":"June performance snapshot"},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["revenue-card","conversion-card","download-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueThisMonth"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-delta","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueDelta"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion percentage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/conversion"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/conversionNumber"},"label":"Target 5.0%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/revenueThisMonth","value":"$128,430"}
+{"op":"add","path":"/state/metrics/revenueDelta","value":"+$11,450 (+9.8%) vs last month"}
+{"op":"add","path":"/state/metrics/conversion","value":"4.6%"}
+{"op":"add","path":"/state/metrics/conversionNumber","value":4.6}
+{"op":"add","path":"/elements/download-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["download-label","download-note","download-dialog"]}}
+{"op":"add","path":"/elements/download-label","value":{"type":"TextContent","props":{"text":"Download numbers","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/download-note","value":{"type":"TextContent","props":{"text":"CSV export of monthly revenue, top products, and conversion.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-code","value":{"type":"CodeBlock","props":{"language":"csv","codeString":{"$state":"/reportCsv"}},"children":[]}}
+{"op":"add","path":"/state/reportCsv","value":"Report,Field,Value\nSummary,Revenue this month,128430\nSummary,Conversion rate (%),4.6\nRevenue by month,Jan,72400\nRevenue by month,Feb,81250\nRevenue by month,Mar,79800\nRevenue by month,Apr,93400\nRevenue by month,May,116980\nRevenue by month,Jun,128430\nTop product,Aurora Desk Lamp,412\nTop product,Nimbus Wireless Keyboard,368\nTop product,Halo Monitor Stand,291"}
+{"op":"add","path":"/elements/download-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Download CSV","title":"Sales numbers","description":"Copy the CSV data below into a .csv file.","content":["download-code"]},"children":[]}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","revenue-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Revenue trend","subtitle":"How revenue moved over the last six months"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueValues"}},"children":[]}}
+{"op":"add","path":"/state/revenueValues","value":[]}
+{"op":"add","path":"/state/revenueValues/0","value":72400}
+{"op":"add","path":"/state/revenueValues/1","value":81250}
+{"op":"add","path":"/state/revenueValues/2","value":79800}
+{"op":"add","path":"/state/revenueValues/3","value":93400}
+{"op":"add","path":"/state/revenueValues/4","value":116980}
+{"op":"add","path":"/state/revenueValues/5","value":128430}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/chartLabels"},"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/state/chartLabels","value":[]}
+{"op":"add","path":"/state/chartLabels/0","value":"Jan"}
+{"op":"add","path":"/state/chartLabels/1","value":"Feb"}
+{"op":"add","path":"/state/chartLabels/2","value":"Mar"}
+{"op":"add","path":"/state/chartLabels/3","value":"Apr"}
+{"op":"add","path":"/state/chartLabels/4","value":"May"}
+{"op":"add","path":"/state/chartLabels/5","value":"Jun"}
+{"op":"add","path":"/elements/top-products-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["top-products-header","product-list"]}}
+{"op":"add","path":"/elements/top-products-header","value":{"type":"CardHeader","props":{"title":"Best-selling products","subtitle":"Top 3 by units sold"},"children":[]}}
+{"op":"add","path":"/elements/product-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["product-name","product-units"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$template":"${rank}. ${name}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"TextContent","props":{"text":{"$template":"${units} units"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"p1","rank":1,"name":"Aurora Desk Lamp","units":412}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"p2","rank":2,"name":"Nimbus Wireless Keyboard","units":368}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"p3","rank":3,"name":"Halo Monitor Stand","units":291}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..ff24269e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,51 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","trend-card","products-card","download-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Founder's Monthly Sales Check","subtitle":"June 2025 performance snapshot"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["revenue-kpi","conversion-kpi"]}}
+{"op":"add","path":"/elements/revenue-kpi","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-delta"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/revenueThisMonth"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/revenueThisMonth","value":"$48,250"}
+{"op":"add","path":"/elements/revenue-delta","value":{"type":"Tag","props":{"text":{"$state":"/revenueDelta"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/revenueDelta","value":"+4.7% vs May"}
+{"op":"add","path":"/elements/conversion-kpi","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion percentage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"TextContent","props":{"text":{"$template":"${/conversionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":{"$state":"/conversionRate"},"label":{"$template":"${/conversionRate}% of visits converted"}},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":3.6}
+{"op":"add","path":"/elements/trend-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["trend-heading","trend-sub","revenue-chart"]}}
+{"op":"add","path":"/elements/trend-heading","value":{"type":"Heading","props":{"text":"Revenue trend","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/trend-sub","value":{"type":"TextContent","props":{"text":"Revenue over the last six months","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueValues"}},"children":[]}}
+{"op":"add","path":"/state/revenueValues","value":[]}
+{"op":"add","path":"/state/revenueValues/0","value":38200}
+{"op":"add","path":"/state/revenueValues/1","value":41500}
+{"op":"add","path":"/state/revenueValues/2","value":39800}
+{"op":"add","path":"/state/revenueValues/3","value":45200}
+{"op":"add","path":"/state/revenueValues/4","value":46100}
+{"op":"add","path":"/state/revenueValues/5","value":48250}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/monthLabels"},"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue"},"children":[]}}
+{"op":"add","path":"/state/monthLabels","value":[]}
+{"op":"add","path":"/state/monthLabels/0","value":"Jan"}
+{"op":"add","path":"/state/monthLabels/1","value":"Feb"}
+{"op":"add","path":"/state/monthLabels/2","value":"Mar"}
+{"op":"add","path":"/state/monthLabels/3","value":"Apr"}
+{"op":"add","path":"/state/monthLabels/4","value":"May"}
+{"op":"add","path":"/state/monthLabels/5","value":"Jun"}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["products-heading","products-sub","products-list"]}}
+{"op":"add","path":"/elements/products-heading","value":{"type":"Heading","props":{"text":"Best-selling products","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/products-sub","value":{"type":"TextContent","props":{"text":"Top three by units sold","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["product-name","product-units"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"info"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"p1","name":"Aurora Desk Lamp","units":320}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"p2","name":"Nimbus Ergonomic Chair","units":275}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"p3","name":"Volt Monitor Stand","units":218}}
+{"op":"add","path":"/elements/download-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["download-heading","download-sub","download-link"]}}
+{"op":"add","path":"/elements/download-heading","value":{"type":"Heading","props":{"text":"Download","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/download-sub","value":{"type":"TextContent","props":{"text":"Export the numbers on this screen as CSV.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-link","value":{"type":"MarkDownRenderer","props":{"variant":"clear","textMarkdown":"[Download numbers (CSV)](data:text/csv;charset=utf-8,Month%2CRevenue%0AJan%2C38200%0AFeb%2C41500%0AMar%2C39800%0AApr%2C45200%0AMay%2C46100%0AJun%2C48250%0AProduct%2CUnits%0AAurora%20Desk%20Lamp%2C320%0ANimbus%20Ergonomic%20Chair%2C275%0AVolt%20Monitor%20Stand%2C218%0AConversion%2C3.6)"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..cd4f45bff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,55 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","revenue-card","conversion-card","trend-card","products-card","download-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Founder's Monthly Sales Check","subtitle":"Monthly revenue, six-month trend, top products, and conversion"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["revenue-label","revenue-value"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/revenueThisMonth}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{}}
+{"op":"add","path":"/state/summary/revenueThisMonth","value":"$128,400"}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-progress"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/conversionRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/conversionRate"},"label":"Conversion rate"},"children":[]}}
+{"op":"add","path":"/state/summary/conversionRate","value":4.3}
+{"op":"add","path":"/elements/trend-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["trend-header","trend-chart"]}}
+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Revenue movement","subtitle":"Last six months"},"children":[]}}
+{"op":"add","path":"/elements/trend-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/trend/labels"},"series":["trend-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},"children":[]}}
+{"op":"add","path":"/elements/trend-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/trend/values"}},"children":[]}}
+{"op":"add","path":"/state/trend","value":{}}
+{"op":"add","path":"/state/trend/labels","value":[]}
+{"op":"add","path":"/state/trend/labels/0","value":"Jul"}
+{"op":"add","path":"/state/trend/labels/1","value":"Aug"}
+{"op":"add","path":"/state/trend/labels/2","value":"Sep"}
+{"op":"add","path":"/state/trend/labels/3","value":"Oct"}
+{"op":"add","path":"/state/trend/labels/4","value":"Nov"}
+{"op":"add","path":"/state/trend/labels/5","value":"Dec"}
+{"op":"add","path":"/state/trend/values","value":[]}
+{"op":"add","path":"/state/trend/values/0","value":82400}
+{"op":"add","path":"/state/trend/values/1","value":90800}
+{"op":"add","path":"/state/trend/values/2","value":87300}
+{"op":"add","path":"/state/trend/values/3","value":104500}
+{"op":"add","path":"/state/trend/values/4","value":118200}
+{"op":"add","path":"/state/trend/values/5","value":128400}
+{"op":"add","path":"/elements/products-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["products-header","products-table"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Best-selling products","subtitle":"Top 3 by units sold"},"children":[]}}
+{"op":"add","path":"/elements/products-table","value":{"type":"Table","props":{"columns":["product-col","units-col"]},"children":[]}}
+{"op":"add","path":"/elements/product-col","value":{"type":"Col","props":{"label":"Product","data":{"$state":"/topProducts/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/units-col","value":{"type":"Col","props":{"label":"Units sold","data":{"$state":"/topProducts/units"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":{}}
+{"op":"add","path":"/state/topProducts/names","value":[]}
+{"op":"add","path":"/state/topProducts/names/0","value":"Aurora Standing Desk"}
+{"op":"add","path":"/state/topProducts/names/1","value":"Nimbus Task Chair"}
+{"op":"add","path":"/state/topProducts/names/2","value":"Solstice Monitor Arm"}
+{"op":"add","path":"/state/topProducts/units","value":[]}
+{"op":"add","path":"/state/topProducts/units/0","value":1284}
+{"op":"add","path":"/state/topProducts/units/1","value":946}
+{"op":"add","path":"/state/topProducts/units/2","value":712}
+{"op":"add","path":"/elements/download-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["download-heading","download-sub","download-button","download-alert"]}}
+{"op":"add","path":"/elements/download-heading","value":{"type":"Heading","props":{"text":"Download the numbers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/download-sub","value":{"type":"TextContent","props":{"text":"Export a CSV summary of monthly revenue, top products, and conversion.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/download/status","value":"success"}}},"children":[]}}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Download ready","description":"monthly-sales-summary.csv has been exported with the latest numbers.","variant":"success"},"visible":{"$state":"/download/status","eq":"success"},"children":[]}}
+{"op":"add","path":"/state/download","value":{}}
+{"op":"add","path":"/state/download/status","value":"idle"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..deaa9e057
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,39 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","missing-warning","missing-success","blocked-section","updates-section","composer-card"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","wrap":true},"children":["header-left","date-badge"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["standup-title","standup-subtitle"]}}
+{"op":"add","path":"/elements/standup-title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/standup-subtitle","value":{"type":"TextContent","props":{"text":"Remote team daily check-in","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-badge","value":{"type":"Badge","props":{"text":{"$state":"/todayDate"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, June 16, 2026"}
+{"op":"add","path":"/elements/missing-warning","value":{"type":"Alert","props":{"variant":"warning","title":"1 update still missing","description":"You have not posted yet."},"visible":{"$state":"/posted","not":true},"children":[]}}
+{"op":"add","path":"/elements/missing-success","value":{"type":"Alert","props":{"variant":"success","title":"0 updates missing","description":"Every teammate has posted today's status."},"visible":{"$state":"/posted","eq":true},"children":[]}}
+{"op":"add","path":"/state/posted","value":false}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["blocked-header","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"Blocked teammates","subtitle":"People who need help today"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blocked","key":"id"},"children":["blocked-alert"]}}
+{"op":"add","path":"/elements/blocked-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${name} is blocked"},"description":{"$item":"reason"}},"children":[]}}
+{"op":"add","path":"/state/blocked","value":[]}
+{"op":"add","path":"/state/blocked/0","value":{"id":"b1","name":"Priya Nair","reason":"Waiting on final onboarding copy from marketing."}}
+{"op":"add","path":"/state/blocked/1","value":{"id":"b2","name":"Sam Okafor","reason":"Needs warehouse permissions restored to refresh the analytics dashboard."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["updates-header","team-list","your-row"]}}
+{"op":"add","path":"/elements/updates-header","value":{"type":"CardHeader","props":{"title":"Today's updates","subtitle":"Each teammate's async status"},"children":[]}}
+{"op":"add","path":"/elements/team-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/teammates","key":"id"},"children":["teammate-row"]}}
+{"op":"add","path":"/elements/teammate-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"start"},"children":["teammate-avatar","teammate-details"]}}
+{"op":"add","path":"/elements/teammate-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/teammate-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["teammate-name","teammate-status"]}}
+{"op":"add","path":"/elements/teammate-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/teammate-status","value":{"type":"TextContent","props":{"text":{"$item":"status"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/your-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"start"},"children":["your-avatar","your-details"]}}
+{"op":"add","path":"/elements/your-avatar","value":{"type":"Avatar","props":{"fallback":"Y","alt":"You"},"children":[]}}
+{"op":"add","path":"/elements/your-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["your-name","your-status-missing","your-status-posted"]}}
+{"op":"add","path":"/elements/your-name","value":{"type":"TextContent","props":{"text":"You · Product Manager","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/your-status-missing","value":{"type":"TextContent","props":{"text":"No update yet. Use the composer below to post.","size":"small"},"visible":{"$state":"/posted","not":true},"children":[]}}
+{"op":"add","path":"/elements/your-status-posted","value":{"type":"TextContent","props":{"text":{"$state":"/draft"},"size":"small"},"visible":{"$state":"/posted","eq":true},"children":[]}}
+{"op":"add","path":"/state/teammates","value":[]}
+{"op":"add","path":"/state/teammates/0","value":{"id":"t1","name":"Maya Chen","role":"Product Engineer","status":"Shipped the onboarding experiment and am monitoring conversion impact.","initials":"MC"}}
+{"op":"add","path":"/state/teammates/1","value":{"id":"t2","name":"Priya Nair","role":"Product Designer","status":"Finished empty-state illustrations; blocked on final marketing copy.","initials":"PN"}}
+{"op":"add","path":"/state/teammates/2","
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..b617f28bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,35 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","blocked-callout","missing-banner","updates-list","separator","post-form"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["header-title","header-date"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-date","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/todayDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Wednesday, June 18, 2025"}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"warning","title":"🚧 Blocked Team Members","description":{"$template":"${/blockedNames}"}},"children":[]}}
+{"op":"add","path":"/state/blockedNames","value":"Sarah Chen (waiting on API keys from DevOps), Marcus Rivera (blocked by PR #482 review)"}}
+{"op":"add","path":"/elements/missing-banner","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["missing-icon","missing-text"]}}
+{"op":"add","path":"/elements/missing-icon","value":{"type":"Badge","props":{"text":"⏳","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/missing-text","value":{"type":"TextContent","props":{"text":{"$template":"${/missingCount} of ${/totalMembers} updates still missing"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}}
+{"op":"add","path":"/state/totalMembers","value":6}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/teamMembers","key":"id"},"children":["member-card"]}}
+{"op":"add","path":"/elements/member-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"start"},"children":["member-avatar","member-info"]}}
+{"op":"add","path":"/elements/member-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/member-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["member-name-row","member-update"]}}
+{"op":"add","path":"/elements/member-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["member-name","member-status-badge"]}}
+{"op":"add","path":"/elements/member-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/member-status-badge","value":{"type":"Tag","props":{"text":{"$item":"statusLabel"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/member-update","value":{"type":"TextContent","props":{"text":{"$cond":{"$item":"submitted"},"$then":{"$item":"update"},"$else":"⚪ No update yet"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/teamMembers","value":[]}
+{"op":"add","path":"/state/teamMembers/0","value":{"id":"1","name":"Alex Kim","initials":"AK","statusLabel":"✅ Done","statusVariant":"success","submitted":true,"update":"Shipped the new onboarding flow to staging. All tests passing. Ready for QA review tomorrow."}}
+{"op":"add","path":"/state/teamMembers/1","value":{"id":"2","name":"Sarah Chen","initials":"SC","statusLabel":"🚧 Blocked","statusVariant":"danger","submitted":true,"update":"Waiting on API keys from DevOps to integrate the payment gateway. Followed up twice, no response yet."}}
+{"op":"add","path":"/state/teamMembers/2","value":{"id":"3","name":"Marcus Rivera","initials":"MR","statusLabel":"🚧 Blocked","statusVariant":"danger","submitted":true,"update":"Blocked by PR #482 review — need at least one approval to merge the auth refactor before I can proceed."}}
+{"op":"add","path":"/state/teamMembers/3","value":{"id":"4","name":"Priya Patel","initials":"PP","statusLabel":"🔄 In Progress","statusVariant":"info","submitted":true,"update":"Continuing work on the dashboard analytics module. Charts are rendering, now wiring up the date range filters."}}
+{"op":"add","path":"/state/teamMembers/4","value":{"id":"5","name":"Jordan Lee","initials":"JL","statusLabel":"⏳ Pending","statusVariant":"neutral","submitted":false,"update":""}}
+{"op":"add","path":"/state/teamMembers/5","value":{"id":"6","name":"Emma Wilson","initials":"EW","statusLabel":"⏳ Pending","statusVariant":"neutral","submitted":false,"update":""}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["post-form-title","post-input-control","post-submit-btn"]}}
+{"op":"add","path":"/elements/post-form-title","value":{"type":"Heading","props":{"text":"Post Your Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/post-input-control","value":{"type":"FormControl","props":{"label":"What did you work on today?","input":"post-input","hint":"Include any blockers or help needed"},"children":[]}}
+{"op":"add","path":"/elements/post-input","value":{"type":"TextArea","props":{"name":"myUpdate","placeholder":"e.g. Finished the search feature. Blocked on design assets for the empty state.","rows":3,"value":{"$bindState":"/myUpdate"}},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":""}}
+{"op":"add","path":"/elements/post-submit-btn","value":{"type":"Button","props":{"label":"Submit Update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/teamMembers","value":{"id":"$id","name":"You","initials":"YO","statusLabel":"✅ Done","statusVariant":"success","submitted":true,"update":{"$state":"/myUpdate"}},"clearStatePath":"/myUpdate"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..af683b953
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header-card","stats-row","blocked-callout","updates-heading","updates-list","separator","post-heading","post-form"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["title-text","date-text"]}}
+{"op":"add","path":"/elements/title-text","value":{"type":"Heading","props":{"text":"🔄 Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/date-text","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/todayDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Wednesday, June 18, 2025"}}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"between","align":"center"},"children":["total-badge","missing-badge"]}}
+{"op":"add","path":"/elements/total-badge","value":{"type":"Badge","props":{"text":{"$template":"${/totalMembers} team members"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/missing-badge","value":{"type":"Badge","props":{"text":{"$template":"⏳ ${/missingCount} updates missing"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/totalMembers","value":6}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"warning","title":"🚧 Blocked Team Members","description":{"$template":"${/blockedSummary}"}},"children":[]}}
+{"op":"add","path":"/state/blockedSummary","value":"Sarah Chen is blocked waiting on API credentials from DevOps. Marcus Rivera is blocked on design review approval from the client."}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team Updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/teamMembers","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["member-row","update-text","blocked-tag"]}}
+{"op":"add","path":"/elements/member-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["member-avatar","member-name","status-tag"]}}
+{"op":"add","path":"/elements/member-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/member-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/teamMembers","eq":"blocked"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/update-text","value":{"type":"TextContent","props":{"text":{"$item":"update"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-tag","value":{"type":"Tag","props":{"text":{"$template":"🚧 ${blockedReason}"},"variant":"danger","size":"sm"},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/teamMembers","value":[]}
+{"op":"add","path":"/state/teamMembers/0","value":{"id":"1","name":"Sarah Chen","initials":"SC","status":"blocked","blocked":true,"blockedReason":"Waiting on API credentials from DevOps","update":"Continuing work on the payment integration. Hit a wall with the sandbox environment — need elevated API keys to test the webhook flow. PR #247 is ready for review once unblocked."}}
+{"op":"add","path":"/state/teamMembers/1","value":{"id":"2","name":"James Okafor","initials":"JO","status":"on track","blocked":false,"blockedReason":"","update":"Shipped the new onboarding flow to staging. Running smoke tests this afternoon. No blockers, expecting to promote to production by EOD tomorrow."}}
+{"op":"add","path":"/state/teamMembers/2","value":{"id":"3","name":"Marcus Rivera","initials":"MR","status":"blocked","blocked":true,"blockedReason":"Design review approval pending from client","update":"Finished the dashboard mockups for the analytics revamp. Sent to client for sign-off on Monday — still waiting. In the meantime, I'm prepping the component library tokens."}}
+{"op":"add","path":"/state/teamMembers/3","value":{"id":"4","name":"Aisha Patel","initials":"AP","status":"on track","blocked":false,"blockedReason":"","update":"Completed the database migration script for the user table split. All tests passing. Will pair with James tomorrow on the staging deploy."}}
+{"op":"add","path":"/elements/separator","value":{"type":"Separator","props":{},"children":[]}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"✍️ Post Your Update","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["name-field","status-field","update-field","submit-btn"]}}
+{"op":"add","path":"/elements/name-field","value":{"type":"FormControl","props":{"label":"Your Name","input":"name-input"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"name","placeholder":"e.g. Jordan Lee","value":{"$bindState":"/form/name"}},"children":[]}}
+{"op":"add","path":"/elements/status-field","value":{"type":"FormControl","props":{"label":"Status","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"status","placeholder":"Select your status","items":["status-opt-1","status-opt-2","status-opt-3"],"value":{"$bindState":"/form/status"}},"children":[]}}
+{"op":"add","path":"/elements/status-opt-1","value":{"type":"SelectItem","props":{"value":"on track","label":"✅ On Track"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-2","value":{"type":"SelectItem","props":{"value":"blocked","label":"🚧 Blocked"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-3","value":{"type":"SelectItem","props":{"value":"done","label":"🎉 Done for Today"},"children":[]}}
+{"op":"add","path":"/elements/update-field","value":{"type":"FormControl","props":{"label":"What did you work on? Any blockers?","input":"update-textarea"},"children":[]}}
+{"op":"add","path":"/elements/update-textarea","value":{"type":"TextArea","props":{"name":"update","placeholder":"Yesterday I worked on... Today I plan to... I'm blocked by...","rows":4,"value":{"$bindState":"/form/update"}},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Post Update","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/teamMembers","value":{"id":"$id","name":{"$state":"/form/name"},"initials":"ME","status":{"$state":"/form/status"},"blocked":false,"blockedReason":"","update":{"$state":"/form/update"}},"clearStatePath":"/form/update"}}},"children":[]}}
+{"op":"add","path":"/state/form","value":{"name":"","status":"","update":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..4de8521d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","blocked-callout","team-list","post-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["header-left","header-right"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","date-text"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"☀️ Async Standup","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/date-text","value":{"type":"TextContent","props":{"text":{"$state":"/date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-right","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["missing-badge","missing-label"]}}
+{"op":"add","path":"/elements/missing-badge","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} missing"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/missing-label","value":{"type":"TextContent","props":{"text":"updates still needed","size":"small"},"children":[]}}
+{"op":"add","path":"/state/date","value":"Wednesday, June 18, 2025"}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Alert","props":{"variant":"warning","title":"🚧 2 teammates are blocked","description":"Priya Patel — waiting on Backend API contract · Alex Rivera — needs AWS IAM permissions"},"children":[]}}
+{"op":"add","path":"/elements/team-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["team-list-header","team-repeat"]}}
+{"op":"add","path":"/elements/team-list-header","value":{"type":"Heading","props":{"text":"Team Updates","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/team-repeat","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/team","key":"id"},"children":["member-card"]}}
+{"op":"add","path":"/elements/member-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"start"},"children":["member-info","member-status-badge"]}}
+{"op":"add","path":"/elements/member-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["member-name-row","member-update","member-time"]}}
+{"op":"add","path":"/elements/member-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["member-avatar","member-name","member-role"]}}
+{"op":"add","path":"/elements/member-avatar","value":{"type":"Avatar","props":{"fallback":{"$template":"${name}"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/member-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/member-role","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/member-update","value":{"type":"TextContent","props":{"text":{"$cond":{"$item":"status","eq":"pending"},"$then":"⏳ No update yet","$else":{"$item":"update"}},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/member-time","value":{"type":"TextContent","props":{"text":{"$cond":{"$item":"status","eq":"pending"},"$then":"","$else":{"$template":"Posted at ${time}"}},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/member-status-badge","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"blocked","eq":true},"$then":"🚧 Blocked","$else":{"$cond":{"$item":"status","eq":"pending"},"$then":"⏳ Pending","$else":"✅ Done"}},"variant":{"$cond":{"$item":"blocked","eq":true},"$then":"danger","$else":{"$cond":{"$item":"status","eq":"pending"},"$then":"warning","$else":"success"}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/team","value":[]}
+{"op":"add","path":"/state/team/0","value":{"id":"1","name":"Sarah Chen","role":"Frontend","status":"done","update":"Finished the dashboard refactor. PR #482 is up for review — would love eyes on the state management changes.","time":"8:42 AM","blocked":false}}
+{"op":"add","path":"/state/team/1","value":{"id":"2","name":"Marcus Johnson","role":"Backend","status":"done","update":"Deployed the new auth service to staging. Running load tests now, expecting results by EOD.","time":"9:15 AM","blocked":false}}
+{"op":"add","path":"/state/team/2","value":{"id":"3","name":"Priya Patel","role":"Design","status":"done","update":"Blocked on finalizing settings page mockups — need the API contract from backend to confirm field layouts.","time":"7:30 AM","blocked":true,"blockedBy":"Backend API contract"}}
+{"op":"add","path":"/state/team/3","value":{"id":"4","name":"Alex Rivera","role":"DevOps","status":"done","update":"Blocked on AWS IAM permissions. Need admin access to provision the new EKS cluster for the ML pipeline.","time":"10:05 AM","blocked":true,"blockedBy":"AWS IAM permissions"}}
+{"op":"add","path":"/state/team/4","value":{"id":"5","name":"Jordan Lee","role":"QA","status":"pending","update":"","time":"","blocked":false}}
+{"op":"add","path":"/state/team/5","value":{"id":"6","name":"Emma Wilson","role":"Product","status":"pending","update":"","time":"","blocked":false}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["post-header","post-input-control","post-button-row"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"Heading","props":{"text":"📝 Post Your Update","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/post-input-control","value":{"type":"FormControl","props":{"label":"What did you work on? Any blockers?","input":"post-textarea"},"children":[]}}
+{"op":"add","path":"/elements/post-textarea","value":{"type":"TextArea","props":{"name":"myUpdate","placeholder":"e.g. Shipped the notification service. Blocked on design tokens for the email template…","rows":3,"value":{"$bindState":"/myUpdate"}},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":""}
+{"op":"add","path":"/elements/post-button-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"end","gap":"s"},"children":["post-submit-btn"]}}
+{"op":"add","path":"/elements/post-submit-btn","value":{"type":"Button","props":{"label":"Post Update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/team","value":{"id":"$id","name":"You","role":"Your Role","status":"done","update":{"$state":"/myUpdate"},"time":"Just now","blocked":false},"clearStatePath":"/myUpdate"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..e907ee438
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,26 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","threshold-alert","search-section","items-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"⚠️ Low Inventory Alert","subtitle":"Items below reorder threshold require attention"}}}
+{"op":"add","path":"/elements/threshold-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Reorder Threshold","description":{"$template":"Any item with ${/threshold} units or fewer remaining triggers this warning. Review and reorder promptly to avoid stockouts."}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/search-section","value":{"type":"FormControl","props":{"label":"Search Items","hint":"Filter by product name or category"},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Wireless Mouse, Electronics...","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["item-info","item-actions"]}}
+{"op":"add","path":"/elements/item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["item-category","item-units"]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${remainingUnits} left"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["reorder-btn"]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":{"$template":"Reorder ${reorderQty}"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastReordered","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/lastReordered","value":""}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Wireless Mouse MX-200","category":"Electronics","remainingUnits":3,"reorderQty":50}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"USB-C Charging Cable 1m","category":"Accessories","remainingUnits":7,"reorderQty":100}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Mechanical Keyboard K87","category":"Electronics","remainingUnits":2,"reorderQty":30}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Laptop Stand Aluminum","category":"Furniture","remainingUnits":5,"reorderQty":25}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Noise-Cancelling Earbuds","category":"Audio","remainingUnits":4,"reorderQty":40}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..74c2c2b0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,27 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","threshold-alert","search-control","items-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"⚠️ Low Inventory Alert","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/threshold-alert","value":{"type":"Alert","props":{"title":"Warning Threshold","description":{"$template":"Items with ${/threshold} or fewer units remaining are flagged below. Reorder promptly to avoid stockouts."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Items","hint":"Filter by product name or category"},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Wireless Mouse, Electronics…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","variant":"sunk"},"children":["item-details","reorder-btn"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["item-name","item-meta","item-progress"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["item-category","item-stock-text"]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/item-stock-text","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units left"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-progress","value":{"type":"Progress","props":{"value":{"$item":"stockPercent"},"label":{"$template":"${remaining} / ${/threshold} threshold"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderConfirmation","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reorderConfirmation","value":false}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Wireless Mouse MX-200","category":"Electronics","remaining":3,"stockPercent":30}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"USB-C Charging Cable (2m)","category":"Accessories","remaining":5,"stockPercent":50}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Mechanical Keyboard K87","category":"Electronics","remaining":2,"stockPercent":20}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Laptop Stand Aluminum","category":"Furniture","remaining":7,"stockPercent":70}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Noise-Cancelling Headphones","category":"Audio","remaining":1,"stockPercent":10}}
+{"op":"add","path":"/state/items/5","value":{"id":"6","name":"Webcam HD 1080p","category":"Electronics","remaining":4,"stockPercent":40}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..31277c41d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","threshold-callout","search-control","items-list","summary"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"⚠️ Low Inventory Alert","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Reorder Threshold Active","description":{"$template":"Items with fewer than ${/threshold} remaining units are flagged below. Reorder promptly to avoid stockouts."}},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search Items","hint":"Filter by name or SKU"},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Wireless Mouse, SKU-4401…","value":{"$bindState":"/searchText"}},"children":[]}}
+{"op":"add","path":"/state/searchText","value":""}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["item-details","item-actions"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · Category: ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["units-badge","reorder-btn"]}}
+{"op":"add","path":"/elements/units-badge","value":{"type":"Badge","props":{"text":{"$template":"${remaining} left"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","itemId":{"$item":"id"},"itemName":{"$item":"name"},"quantity":{"$item":"reorderQty"},"timestamp":"now"}}}},"children":[]}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Wireless Mouse MX-200","sku":"SKU-4401","category":"Electronics","remaining":3,"reorderQty":50}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"USB-C Charging Cable 2m","sku":"SKU-1187","category":"Accessories","remaining":7,"reorderQty":100}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Mechanical Keyboard K87","sku":"SKU-3320","category":"Electronics","remaining":2,"reorderQty":30}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Laptop Stand Aluminum","sku":"SKU-7754","category":"Furniture","remaining":5,"reorderQty":25}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"27\" IPS Monitor Panel","sku":"SKU-9902","category":"Displays","remaining":1,"reorderQty":15}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
+{"op":"add","path":"/elements/summary","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["summary-text","queue-badge"]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":{"$template":"${/items.length} items below threshold of ${/threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/queue-badge","value":{"type":"Tag","props":{"text":"Reorder queue: pending","variant":"info","size":"sm"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..c6db111ba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,39 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","threshold-section","search-section","items-list","reorder-summary"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"⚠️ Low Inventory Alert","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"The following items have fallen below the reorder threshold and need attention.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/threshold-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["threshold-info","threshold-value"]}}
+{"op":"add","path":"/elements/threshold-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["threshold-label","threshold-desc"]}}
+{"op":"add","path":"/elements/threshold-label","value":{"type":"TextContent","props":{"text":"Reorder Threshold","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/threshold-desc","value":{"type":"TextContent","props":{"text":"Items below this unit count trigger a warning","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/threshold-value","value":{"type":"Tag","props":{"text":{"$template":"${/threshold} units"},"variant":"warning","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/threshold","value":10}
+{"op":"add","path":"/elements/search-section","value":{"type":"FormControl","props":{"label":"Search Items","hint":"Filter by name, SKU, or category"},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"search","placeholder":"e.g. Wireless Mouse, SKU-1042…","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/items-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/items","key":"id"},"children":["item-row"]}}
+{"op":"add","path":"/elements/item-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["item-details","stock-level","reorder-btn"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["item-name","item-meta"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${sku} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-level","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["units-label","stock-bar"]}}
+{"op":"add","path":"/elements/units-label","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} left"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-bar","value":{"type":"Progress","props":{"value":{"$item":"remaining"},"label":{"$template":"of ${/threshold} threshold"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-btn","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderQueue","value":{"id":"$id","itemName":{"$item":"name"},"sku":{"$item":"sku"},"quantity":{"$item":"remaining"},"requestedAt":"now"}}}},"children":[]}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"1","name":"Wireless Mouse MX-300","sku":"SKU-1042","category":"Electronics","remaining":3}}
+{"op":"add","path":"/state/items/1","value":{"id":"2","name":"USB-C Charging Cable 2m","sku":"SKU-2210","category":"Accessories","remaining":5}}
+{"op":"add","path":"/state/items/2","value":{"id":"3","name":"Mechanical Keyboard K87","sku":"SKU-0871","category":"Electronics","remaining":2}}
+{"op":"add","path":"/state/items/3","value":{"id":"4","name":"Laptop Stand Aluminum","sku":"SKU-3305","category":"Furniture","remaining":7}}
+{"op":"add","path":"/state/items/4","value":{"id":"5","name":"Noise-Cancelling Earbuds Pro","sku":"SKU-4418","category":"Audio","remaining":4}}
+{"op":"add","path":"/state/items/5","value":{"id":"6","name":"Webcam HD 1080p","sku":"SKU-1190","category":"Electronics","remaining":1}}
+{"op":"add","path":"/elements/reorder-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["reorder-header","reorder-list"]}}
+{"op":"add","path":"/elements/reorder-header","value":{"type":"CardHeader","props":{"title":"Reorder Queue","subtitle":"Items queued for restocking"}}}
+{"op":"add","path":"/elements/reorder-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/reorderQueue","key":"id"},"children":["reorder-item"]}}
+{"op":"add","path":"/elements/reorder-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between"},"children":["reorder-item-name","reorder-item-badge"]}}
+{"op":"add","path":"/elements/reorder-item-name","value":{"type":"TextContent","props":{"text":{"$item":"itemName"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-item-badge","value":{"type":"Badge","props":{"text":"Queued","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/reorderQueue","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..61070f09c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r1.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","metrics-row","controls-row","tickets-all-section","tickets-high-section","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☀️ Good Morning — Support Dashboard","subtitle":"Tuesday, June 17, 2025"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/openCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats/openCount","value":47}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-response-value","metric-response-label"]}}
+{"op":"add","path":"/elements/metric-response-value","value":{"type":"TextContent","props":{"text":{"$state":"/stats/avgResponseTime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-response-label","value":{"type":"TextContent","props":{"text":"Avg First-Response Time","size":"small"},"children":[]}}
+{"op":"add","path":"/state/stats/avgResponseTime","value":"2h 14m"}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between"},"children":["filter-buttons","spacer","new-ticket-btn"]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["filter-all-btn","filter-high-btn"]}}
+{"op":"add","path":"/elements/filter-all-btn","value":{"type":"Button","props":{"label":"All Tickets","variant":{"$cond":{"$state":"/filter","eq":"all"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filter","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/filter-high-btn","value":{"type":"Button","props":{"label":"🔴 High Priority","variant":{"$cond":{"$state":"/filter","eq":"high"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filter","value":"high"}}},"children":[]}}
+{"op":"add","path":"/state/filter","value":"all"}
+{"op":"add","path":"/elements/spacer","value":{"type":"TextContent","props":{"text":""},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-btn","value":{"type":"Button","props":{"label":"+ New Ticket","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showNewTicket","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showNewTicket","value":false}
+{"op":"add","path":"/elements/tickets-all-section","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"visible":{"$state":"/filter","eq":"all"},"children":["tickets-all-header","tickets-all-list"]}}
+{"op":"add","path":"/elements/tickets-all-header","value":{"type":"TextContent","props":{"text":"**Recent Tickets** (showing all)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tickets-all-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticket-info","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-subject","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${subject}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"Opened ${time} by ${requester}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"Medium"},"$then":"warning","$else":"info"}},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TK-1042","subject":"Payment gateway timeout on checkout","priority":"High","time":"8 min ago","requester":"Sarah Chen"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TK-1041","subject":"Cannot reset password via SSO","priority":"High","time":"22 min ago","requester":"Marcus Webb"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TK-1040","subject":"Dashboard charts not loading on Safari","priority":"Medium","time":"45 min ago","requester":"Aisha Patel"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TK-1039","subject":"Feature request: export to CSV","priority":"Low","time":"1h ago","requester":"James O'Brien"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TK-1038","subject":"API rate limit errors on batch import","priority":"High","time":"1h 15m ago","requester":"Lina Torres"}}
+{"op":"add","path":"/elements/tickets-high-section","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"visible":{"$state":"/filter","eq":"high"},"children":["tickets-high-header","tickets-high-list"]}}
+{"op":"add","path":"/elements/tickets-high-header","value":{"type":"TextContent","props":{"text":"**Recent Tickets** (high priority only)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tickets-high-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticket-row-high"]}}
+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["ticket-info-high","ticket-priority-high"]}}
+{"op":"add","path":"/elements/ticket-info-high","value":{"type":"Card","props":{"direction":"column","gap":"none"},"children":["ticket-subject-high","ticket-meta-high"]}}
+{"op":"add","path":"/elements/ticket-subject-high","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${subject}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta-high","value":{"type":"TextContent","props":{"text":{"$template":"Opened ${time} by ${requester}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority-high","value":{"type":"Tag","props":{"text":"High","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"TK-1042","subject":"Payment gateway timeout on checkout","priority":"High","time":"8 min ago","requester":"Sarah Chen"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"TK-1041","subject":"Cannot reset password via SSO","priority":"High","time":"22 min ago","requester":"Marcus Webb"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"TK-1038","subject":"API rate limit errors on batch import","priority":"High","time":"1h 15m ago","requester":"Lina Torres"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"","title":"Create New Ticket","description":"Fill in the details below to open a new support ticket.","content":["new-ticket-form"]},"visible":{"$state":"/showNewTicket"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","fields":["nt-subject-field","nt-priority-field","nt-desc-field"],"buttons":"nt-buttons"},"children":[]}}
+{"op":"add","path":"/elements/nt-subject-field","value":{"type":"FormControl","props":{"label":"Subject","input":"nt-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief summary of the issue","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/nt-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority-select"},"children":[]}}
+{"op":"add","path":"/elements/nt-priority-select","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","value":{"$bindState":"/newTicket/priority"},"items":["nt-pri-high","nt-pri-med","nt-pri-low"]},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-high","value":{"type":"SelectItem","props":{"value":"High","label":"🔴 High"},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"🟡 Medium"},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-low","value":{"type":"SelectItem","props":{"value":"Low","label":"🟢 Low"},"children":[]}}
+{"op":"add","path":"/elements/nt-desc-field","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-desc-input","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue in detail...","rows":4,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/nt-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["nt-submit-btn","nt-cancel-btn"]}}
+{"op":"add","path":"/elements/nt-submit-btn","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"time":"Just now","requester":"You"},"clearStatePath":"/newTicket"}}},"children":[]}}
+{"op":"add","path":"/elements/nt-cancel-btn","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/showNewTicket","value":false}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"","description":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..f5d0f4df9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r2.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","filter-bar","tickets-section","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"☀️ Good Morning — Support Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openTicketCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-response-value","metric-response-label"]}}
+{"op":"add","path":"/elements/metric-response-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgResponseTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-response-label","value":{"type":"TextContent","props":{"text":"Avg First-Response Time","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openTicketCount","value":23}
+{"op":"add","path":"/state/avgResponseTime","value":"2h 14m"}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-label","filter-switch-group"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Show high-priority only","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-switch-group","value":{"type":"SwitchGroup","props":{"name":"priorityFilter","items":["filter-switch"]},"children":[]}}
+{"op":"add","path":"/elements/filter-switch","value":{"type":"SwitchItem","props":{"name":"highPriorityOnly","label":"High Priority","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/state/showHighPriorityOnly","value":false}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tickets-header","ticket-list"]}}
+{"op":"add","path":"/elements/tickets-header","value":{"type":"CardHeader","props":{"title":"Recent Tickets","subtitle":"5 most recent incoming requests"},"children":[]}}
+{"op":"add","path":"/elements/ticket-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/showHighPriorityOnly","not":true},{"$item":"priority","eq":"High"},{"$item":"priority","eq":"Critical"}]},"children":["ticket-info","ticket-priority-tag"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["ticket-title","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"#${id} · ${requester} · ${timeAgo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority-tag","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"Critical"},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"High"},"$then":"warning","$else":"neutral"}},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"1042","title":"Payment gateway returning 502 errors","requester":"Sarah Chen","timeAgo":"4 min ago","priority":"Critical"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"1041","title":"Unable to reset password via SSO","requester":"Marcus Johnson","timeAgo":"18 min ago","priority":"High"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"1040","title":"Dashboard widgets not loading on Safari","requester":"Aisha Patel","timeAgo":"32 min ago","priority":"Medium"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"1039","title":"API rate limit exceeded for enterprise plan","requester":"Tom Erikson","timeAgo":"1 hr ago","priority":"High"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"1038","title":"Feature request: export reports to CSV","requester":"Lina Gomez","timeAgo":"2 hrs ago","priority":"Low"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","title":"Create New Ticket","description":"Log a new support ticket manually.","triggerVariant":"secondary","content":["new-ticket-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","fields":["nt-title-field","nt-priority-field","nt-desc-field"],"buttons":"nt-buttons"},"children":[]}}
+{"op":"add","path":"/elements/nt-title-field","value":{"type":"FormControl","props":{"label":"Title","input":"nt-title-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-title-input","value":{"type":"Input","props":{"name":"title","placeholder":"Brief summary of the issue","type":"text","value":{"$bindState":"/newTicket/title"}},"children":[]}}
+{"op":"add","path":"/elements/nt-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"nt-priority-select"},"children":[]}}
+{"op":"add","path":"/elements/nt-priority-select","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","items":["nt-pri-low","nt-pri-med","nt-pri-high","nt-pri-crit"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-med","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/nt-pri-crit","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/nt-desc-field","value":{"type":"FormControl","props":{"label":"Description","input":"nt-desc-input"},"children":[]}}
+{"op":"add","path":"/elements/nt-desc-input","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue in detail…","rows":4,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/nt-buttons","value":{"type":"Buttons","props":{"buttons":["nt-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/nt-submit-btn","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","title":{"$state":"/newTicket/title"},"requester":"Manual Entry","timeAgo":"Just now","priority":{"$state":"/newTicket/priority"}},"clearStatePath":"/newTicket"}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"title":"","priority":"","description":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..7e3f5ace4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r3.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","controls-row","tickets-all-section","tickets-high-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"☀️ Good Morning — Support Dashboard","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openCount","value":23}
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+{"op":"add","path":"/elements/metric-response-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgResponseTime}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/state/avgResponseTime","value":"14 min"}
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+{"op":"add","path":"/elements/filter-high-btn","value":{"type":"Button","props":{"label":"🔴 High Priority Only","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filter","value":"high"}}},"children":[]}}
+{"op":"add","path":"/state/filter","value":"all"}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Ticket","triggerVariant":"default","title":"Create New Ticket","description":"Fill in the details below to open a new support ticket."},"children":["new-ticket-form"]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","buttons":"new-ticket-buttons","fields":["new-ticket-subject-field","new-ticket-priority-field","new-ticket-desc-field"]},"children":["new-ticket-subject-field","new-ticket-priority-field","new-ticket-desc-field","new-ticket-buttons"]}}
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+{"op":"add","path":"/elements/new-ticket-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority-select"},"children":["new-ticket-priority-select"]}}
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+{"op":"add","path":"/elements/priority-opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/priority-opt-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/priority-opt-critical","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-desc-field","value":{"type":"FormControl","props":{"label":"Description","input":"new-ticket-desc-input"},"children":["new-ticket-desc-input"]}}
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+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"","description":""}}
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+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t1","subject":"Payment gateway returning 502 errors","priority":"Critical","priorityVariant":"danger","time":"2 min ago","requester":"Acme Corp"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t2","subject":"Unable to export CSV reports from dashboard","priority":"High","priorityVariant":"danger","time":"18 min ago","requester":"J. Martinez"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t3","subject":"SSO login loop after password reset","priority":"High","priorityVariant":"danger","time":"34 min ago","requester":"K. Osei"}}
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+{"op":"add","path":"/state/tickets/4","value":{"id":"t5","subject":"Webhook delivery delayed by ~30 seconds","priority":"Medium","priorityVariant":"warning","time":"2 hr ago","requester":"DataFlow Inc"}}
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+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-info-high","ticket-meta-high"]}}
+{"op":"add","path":"/elements/ticket-info-high","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["ticket-priority-tag-high","ticket-subject-high"]}}
+{"op":"add","path":"/elements/ticket-priority-tag-high","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/ticket-subject-high","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta-high","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["ticket-requester-high","ticket-time-high"]}}
+{"op":"add","path":"/elements/ticket-requester-high","value":{"type":"TextContent","props":{"text":{"$item":"requester"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-time-high","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"t1","subject":"Payment gateway returning 502 errors","priority":"Critical","priorityVariant":"danger","time":"2 min ago","requester":"Acme Corp"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"t2","subject":"Unable to export CSV reports from dashboard","priority":"High","priorityVariant":"danger","time":"18 min ago","requester":"J. Martinez"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"t3","subject":"SSO login loop after password reset","priority":"High","priorityVariant":"danger","time":"34 min ago","requester":"K. Osei"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..bbbd3281f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b2-support__r4.txt
@@ -0,0 +1,55 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","filter-bar","tickets-all","tickets-high","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"☀️ Morning Dashboard","subtitle":"Support Lead Overview — Today at a Glance"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-open","metric-response"]}}
+{"op":"add","path":"/elements/metric-open","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openTicketCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openTicketCount","value":23}
+{"op":"add","path":"/elements/metric-response","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-response-value","metric-response-label"]}}
+{"op":"add","path":"/elements/metric-response-value","value":{"type":"TextContent","props":{"text":{"$state":"/avgResponseTime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-response-label","value":{"type":"TextContent","props":{"text":"Avg First-Response Time","size":"small"},"children":[]}}
+{"op":"add","path":"/state/avgResponseTime","value":"2h 14m"}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Recent Tickets","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-all","btn-high"]}}
+{"op":"add","path":"/elements/btn-all","value":{"type":"Button","props":{"label":"All Priorities","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showHighPriority","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/btn-high","value":{"type":"Button","props":{"label":"🔴 High Priority Only","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/showHighPriority","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showHighPriority","value":false}
+{"op":"add","path":"/elements/tickets-all","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showHighPriority","not":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk","gap":"m"},"children":["ticket-info","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["ticket-subject","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$template":"#${id} — ${subject}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"Opened by ${requester} · ${timeAgo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/showHighPriority","eq":true},"$then":"danger","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"4821","subject":"Payment gateway returning 502 errors","requester":"Maria Chen","timeAgo":"12 min ago","priority":"Critical"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"4820","subject":"Cannot reset password via SSO","requester":"James Okafor","timeAgo":"28 min ago","priority":"High"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"4819","subject":"Dashboard widgets not loading on Safari","requester":"Anika Patel","timeAgo":"1 hr ago","priority":"Medium"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"4818","subject":"Export to CSV includes duplicate rows","requester":"Tom Eriksen","timeAgo":"2 hr ago","priority":"High"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"4817","subject":"Feature request: dark mode for mobile app","requester":"Sofia Reyes","timeAgo":"3 hr ago","priority":"Low"}}
+{"op":"add","path":"/elements/tickets-high","value":{"type":"Card","props":{"direction":"column","gap":"s"},"visible":{"$state":"/showHighPriority","eq":true},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"children":["ticket-row-high"]}}
+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk","gap":"m"},"children":["ticket-info-high","ticket-priority-high"]}}
+{"op":"add","path":"/elements/ticket-info-high","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["ticket-subject-high","ticket-meta-high"]}}
+{"op":"add","path":"/elements/ticket-subject-high","value":{"type":"TextContent","props":{"text":{"$template":"#${id} — ${subject}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta-high","value":{"type":"TextContent","props":{"text":{"$template":"Opened by ${requester} · ${timeAgo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority-high","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"4821","subject":"Payment gateway returning 502 errors","requester":"Maria Chen","timeAgo":"12 min ago","priority":"Critical"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"4820","subject":"Cannot reset password via SSO","requester":"James Okafor","timeAgo":"28 min ago","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"4818","subject":"Export to CSV includes duplicate rows","requester":"Tom Eriksen","timeAgo":"2 hr ago","priority":"High"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"＋ New Ticket","title":"Create New Ticket","description":"Fill in the details to open a new support ticket.","triggerVariant":"default","content":["new-ticket-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","fields":["field-subject","field-requester","field-priority"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"input-subject"},"children":[]}}
+{"op":"add","path":"/elements/input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief description of the issue","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/field-requester","value":{"type":"FormControl","props":{"label":"Requester","input":"input-requester"},"children":[]}}
+{"op":"add","path":"/elements/input-requester","value":{"type":"Input","props":{"name":"requester","placeholder":"Customer name or email","value":{"$bindState":"/newTicket/requester"}},"children":[]}}
+{"op":"add","path":"/elements/field-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"select-priority"},"children":[]}}
+{"op":"add","path":"/elements/select-priority","value":{"type":"Select","props":{"name":"priority","placeholder":"Select priority","value":{"$bindState":"/newTicket/priority"},"items":["opt-critical","opt-high","opt-medium","opt-low"]},"children":[]}}
+{"op":"add","path":"/elements/opt-critical","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/opt-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/opt-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/opt-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit-ticket"]}}
+{"op":"add","path":"/elements/btn-submit-ticket","value":{"type":"Button","props":{"label":"Create Ticket","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"requester":{"$state":"/newTicket/requester"},"priority":{"$state":"/newTicket/priority"},"timeAgo":"Just now"},"clearStatePath":"/newTicket"}}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","requester":"","priority":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..643b88ada
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","metrics-row","next-patient-callout","rooms-section","appointments-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["nav-prev","date-label","nav-next"]}}
+{"op":"add","path":"/elements/nav-prev","value":{"type":"Button","props":{"label":"← Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-14"}}},"children":[]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/currentDateDisplay}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nav-next","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-16"}}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"2024-01-15"}
+{"op":"add","path":"/state/currentDateDisplay","value":"Monday, January 15, 2024"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-patients","metric-noshow"]}}
+{"op":"add","path":"/elements/metric-patients","value":{"type":"Card","props":{"direction":"column","align":"center","gap":"xs"},"children":["metric-patients-value","metric-patients-label"]}}
+{"op":"add","path":"/elements/metric-patients-value","value":{"type":"TextContent","props":{"text":{"$template":"${/patientsExpected}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-patients-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"direction":"column","align":"center","gap":"xs"},"children":["metric-noshow-value","metric-noshow-label"]}}
+{"op":"add","path":"/elements/metric-noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/patientsExpected","value":24}
+{"op":"add","path":"/state/noShowRate","value":12.5}
+{"op":"add","path":"/elements/next-patient-callout","value":{"type":"Callout","props":{"variant":"info","title":"Next Patient to Call","description":{"$template":"${/nextPatient/name} — ${/nextPatient/time} → Room ${/nextPatient/room}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Gonzalez","time":"9:45 AM","room":"3"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["rooms-title","rooms-grid"]}}
+{"op":"add","path":"/elements/rooms-title","value":{"type":"Heading","props":{"text":"Room Availability","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-grid","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"Room ${number} — ${status}"},"variant":{"$cond":{"$state":"/rooms","eq":"Free"},"$then":"success","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","number":"1","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","number":"2","status":"Free"}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","number":"3","status":"Free"}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","number":"4","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","number":"5","status":"Free"}}
+{"op":"add","path":"/state/rooms/5","value":{"id":"r6","number":"6","status":"Cleaning"}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["appointments-title","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-title","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","variant":"sunk"},"children":["appt-info","appt-actions"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["appt-time","appt-name","appt-type"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/appt-type","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/appt-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","variant":"clear"},"children":["checkin-btn"]}}
+{"op":"add","path":"/elements/checkin-btn","value":{"type":"Button","props":{"label":{"$cond":{"$item":"checkedIn"},"$then":"✓ Checked In","$else":"Check In"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/appointments/${$index}/checkedIn"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"8:00 AM","name":"James Whitfield","type":"Follow-up","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"8:30 AM","name":"Sarah Chen","type":"New Patient","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:00 AM","name":"Robert Okafor","type":"Annual Physical","checkedIn":false}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"9:45 AM","name":"Maria Gonzalez","type":"Consultation","checkedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:15 AM","name":"David Park","type":"Follow-up","checkedIn":false}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:45 AM","name":"Linda Torres","type":"Lab Review","checkedIn":false}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:30 AM","name":"Ahmed Hassan","type":"New Patient","checkedIn":false}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"1:00 PM","name":"Emily Watson","type":"Follow-up","checkedIn":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..ffee16737
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,56 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header-nav","metrics-row","next-patient","rooms-section","appointments-section"]}}
+{"op":"add","path":"/elements/header-nav","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk"},"children":["btn-prev-day","date-display","btn-next-day"]}}
+{"op":"add","path":"/elements/btn-prev-day","value":{"type":"Button","props":{"label":"← Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-14"}}},"children":[]}}
+{"op":"add","path":"/elements/date-display","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/currentDate} — ${/dayLabel}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/btn-next-day","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-16"}}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"2024-01-15"}
+{"op":"add","path":"/state/dayLabel","value":"Monday"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"stretch"},"children":["metric-expected","metric-noshow"]}}
+{"op":"add","path":"/elements/metric-expected","value":{"type":"Card","props":{"direction":"column","align":"center","justify":"center","variant":"sunk"},"children":["metric-expected-value","metric-expected-label"]}}
+{"op":"add","path":"/elements/metric-expected-value","value":{"type":"TextContent","props":{"text":{"$template":"${/expectedCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-expected-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/state/expectedCount","value":12}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"direction":"column","align":"center","justify":"center","variant":"sunk"},"children":["metric-noshow-value","metric-noshow-label"]}}
+{"op":"add","path":"/elements/metric-noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":8.3}
+{"op":"add","path":"/elements/next-patient","value":{"type":"Callout","props":{"variant":"info","title":"🔔 Next Patient Called","description":{"$template":"${/nextPatient/name} — ${/nextPatient/time} — Room ${/nextPatient/room}. Please proceed to the waiting area."}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Gonzalez","time":"10:30 AM","room":"B2"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rooms-header","rooms-grid"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"CardHeader","props":{"title":"🚪 Room Availability","subtitle":"Live status — updated in real time"},"children":[]}}
+{"op":"add","path":"/elements/rooms-grid","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-chip"]}}
+{"op":"add","path":"/elements/room-chip","value":{"type":"Tag","props":{"text":{"$template":"${name} — ${status}"},"variant":{"$cond":{"$state":"/rooms/$item/status","eq":"Free"},"$then":"success","$else":"danger"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room A1","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room A2","status":"Free"}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room B1","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room B2","status":"Free"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room C1","status":"Free"}}
+{"op":"add","path":"/state/rooms/5","value":{"id":"r6","name":"Room C2","status":"Cleaning"}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["appt-header","appt-list"]}}
+{"op":"add","path":"/elements/appt-header","value":{"type":"CardHeader","props":{"title":"📋 Today's Appointments","subtitle":"Tap ✓ to check in a patient"},"children":[]}}
+{"op":"add","path":"/elements/appt-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk"},"children":["appt-info","appt-status-area"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"clear"},"children":["appt-time","appt-name","appt-room-tag"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-room-tag","value":{"type":"Badge","props":{"text":{"$template":"Room ${room}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/appt-status-area","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"clear"},"children":["btn-checkin","status-badge"]}}
+{"op":"add","path":"/elements/btn-checkin","value":{"type":"Button","props":{"label":"✓ Check In","variant":"primary","size":"extra-small"},"visible":{"$item":"status","eq":"waiting"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/appointments/${$index}/status"},"value":"checked-in"}}},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"checked-in"},"$then":"success","$else":"secondary"}},"visible":{"$item":"status","neq":"waiting"},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"8:00 AM","name":"James Whitfield","room":"A1","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"8:30 AM","name":"Sarah Chen","room":"A2","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:00 AM","name":"Robert Williams","room":"B1","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"9:30 AM","name":"Emily Dawson","room":"A1","status":"waiting"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:00 AM","name":"Michael Torres","room":"C1","status":"waiting"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:30 AM","name":"Maria Gonzalez","room":"B2","status":"waiting"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:00 AM","name":"David Kim","room":"A2","status":"waiting"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"11:30 AM","name":"Lisa Thompson","room":"B1","status":"waiting"}}
+{"op":"add","path":"/state/appointments/8","value":{"id":"a9","time":"1:00 PM","name":"Ahmed Hassan","room":"C1","status":"waiting"}}
+{"op":"add","path":"/state/appointments/9","value":{"id":"a10","time":"1:30 PM","name":"Karen Mitchell","room":"A1","status":"waiting"}}
+{"op":"add","path":"/state/appointments/10","value":{"id":"a11","time":"2:00 PM","name":"Thomas Baker","room":"B2","status":"waiting"}}
+{"op":"add","path":"/state/appointments/11","value":{"id":"a12","time":"2:30 PM","name":"Nancy Rivera","room":"C2","status":"waiting"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..28c022e1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,58 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","stats-row","next-patient-section","rooms-section","appointments-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["btn-prev","date-display","btn-next"]}}
+{"op":"add","path":"/elements/btn-prev","value":{"type":"Button","props":{"label":"← Previous Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-14"}}},"children":[]}}
+{"op":"add","path":"/elements/date-display","value":{"type":"TextContent","props":{"text":{"$template":"📅 ${/currentDateDisplay}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/btn-next","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"2024-01-16"}}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"2024-01-15"}
+{"op":"add","path":"/state/currentDateDisplay","value":"Monday, January 15, 2024"}
+{"op":"add","path":"/elements/stats-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["stat-patients","stat-noshow"]}}
+{"op":"add","path":"/elements/stat-patients","value":{"type":"Card","props":{"variant":"sunk","direction":"column","align":"center","gap":"xs"},"children":["stat-patients-label","stat-patients-value"]}}
+{"op":"add","path":"/elements/stat-patients-label","value":{"type":"TextContent","props":{"text":"Patients Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-patients-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/expectedCount} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stat-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","align":"center","gap":"xs"},"children":["stat-noshow-label","stat-noshow-value"]}}
+{"op":"add","path":"/elements/stat-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stat-noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/stats/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/stats","value":{"expectedCount":12,"noShowRate":8.3}}
+{"op":"add","path":"/elements/next-patient-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["next-patient-heading","next-patient-callout"]}}
+{"op":"add","path":"/elements/next-patient-heading","value":{"type":"Heading","props":{"text":"🔔 Next Patient to Call","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-callout","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"${/nextPatient/name}"},"description":{"$template":"Room ${/nextPatient/room} · ${/nextPatient/time} · ${/nextPatient/reason}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Margaret Chen","room":"204","time":"10:30 AM","reason":"Follow-up – Blood Pressure"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rooms-heading","rooms-grid"]}}
+{"op":"add","path":"/elements/rooms-heading","value":{"type":"Heading","props":{"text":"🚪 Room Availability","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-grid","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-chip"]}}
+{"op":"add","path":"/elements/room-chip","value":{"type":"Tag","props":{"text":{"$template":"${name}"},"variant":{"$cond":{"$item":"available"},"$then":"success","$else":"danger"},"icon":"door-open","size":"md"},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"r1","name":"Room 201","available":true}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"r2","name":"Room 202","available":false}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"r3","name":"Room 203","available":true}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"r4","name":"Room 204","available":false}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"r5","name":"Room 205","available":true}}
+{"op":"add","path":"/state/rooms/5","value":{"id":"r6","name":"Room 206","available":false}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["appt-heading","appt-list"]}}
+{"op":"add","path":"/elements/appt-heading","value":{"type":"Heading","props":{"text":"📋 Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appt-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-card"]}}
+{"op":"add","path":"/elements/appt-card","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["appt-info","appt-actions"]}}
+{"op":"add","path":"/elements/appt-info","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["appt-time","appt-details"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/appt-details","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["appt-name","appt-reason"]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-actions","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["appt-status-badge","btn-checkin"]}}
+{"op":"add","path":"/elements/appt-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"checked-in"},"$then":"default","$else":"outline"}},"visible":{"$state":"/appointments","not":false},"children":[]}}
+{"op":"add","path":"/elements/btn-checkin","value":{"type":"Button","props":{"label":"Check In","variant":"primary","size":"small"},"visible":{"$item":"status","neq":"checked-in"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/appointments/${$index}/status"},"value":"checked-in"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"a1","time":"8:00 AM","name":"James Whitfield","reason":"Annual Physical","room":"201","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"a2","time":"8:30 AM","name":"Sarah Okonkwo","reason":"Diabetes Management","room":"203","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"a3","time":"9:00 AM","name":"Robert Tanaka","reason":"Knee Pain – X-Ray Review","room":"205","status":"checked-in"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"a4","time":"9:30 AM","name":"Lisa Moreau","reason":"Migraine Follow-up","room":"201","status":"waiting"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"a5","time":"10:00 AM","name":"David Kim","reason":"Allergy Testing","room":"203","status":"waiting"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"a6","time":"10:30 AM","name":"Margaret Chen","reason":"Follow-up – Blood Pressure","room":"204","status":"waiting"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"a7","time":"11:00 AM","name":"Ahmed Hassan","reason":"New Patient – Intake","room":"205","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"a8","time":"11:30 AM","name":"Emily Vasquez","reason":"Pre-op Consultation","room":"201","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/8","value":{"id":"a9","time":"1:00 PM","name":"Thomas Berg","reason":"Lab Results Review","room":"202","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/9","value":{"id":"a10","time":"1:30 PM","name":"Nancy Liu","reason":"Vaccination – Flu Shot","room":"204","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/10","value":{"id":"a11","time":"2:00 PM","name":"Carlos Mendez","reason":"Back Pain – Referral","room":"203","status":"scheduled"}}
+{"op":"add","path":"/state/appointments/11","value":{"id":"a12","time":"2:30 PM","name":"Patricia Adams","reason":"Thyroid Panel Results","room":"205","status":"scheduled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..9e677191e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,54 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","metrics-row","next-patient-callout","rooms-section","appointments-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["prev-btn","date-display","next-btn"]}}
+{"op":"add","path":"/elements/prev-btn","value":{"type":"Button","props":{"label":"← Prev Day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Monday, January 13, 2025"}}},"children":[]}}
+{"op":"add","path":"/elements/date-display","value":{"type":"TextContent","props":{"text":{"$state":"/currentDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-btn","value":{"type":"Button","props":{"label":"Next Day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/currentDate","value":"Wednesday, January 15, 2025"}}},"children":[]}}
+{"op":"add","path":"/state/currentDate","value":"Tuesday, January 14, 2025"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-patients","metric-noshow"]}}
+{"op":"add","path":"/elements/metric-patients","value":{"type":"Card","props":{"variant":"sunk","direction":"column","align":"center"},"children":["metric-patients-value","metric-patients-label"]}}
+{"op":"add","path":"/elements/metric-patients-value","value":{"type":"TextContent","props":{"text":{"$template":"${/totalExpected} Patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-patients-label","value":{"type":"TextContent","props":{"text":"Expected Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow","value":{"type":"Card","props":{"variant":"sunk","direction":"column","align":"center"},"children":["metric-noshow-value","metric-noshow-label"]}}
+{"op":"add","path":"/elements/metric-noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-noshow-label","value":{"type":"TextContent","props":{"text":"No-Show Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/totalExpected","value":12}
+{"op":"add","path":"/state/noShowRate","value":8.3}
+{"op":"add","path":"/elements/next-patient-callout","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Next Up: ${/nextPatient/name}"},"description":{"$template":"Scheduled at ${/nextPatient/time} → ${/nextPatient/room}. Please call patient to the waiting area."}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maria Santos","time":"10:30 AM","room":"Room 3"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rooms-heading","rooms-grid"]}}
+{"op":"add","path":"/elements/rooms-heading","value":{"type":"Heading","props":{"text":"Room Availability","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rooms-grid","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"${name} · ${status}"},"variant":{"$cond":{"$state":"/rooms/0/status","eq":"free"},"$then":"success","$else":"neutral"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"1","name":"Room 1","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"2","name":"Room 2","status":"Free"}}
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+{"op":"add","path":"/state/rooms/3","value":{"id":"4","name":"Room 4","status":"Occupied"}}
+{"op":"add","path":"/state/rooms/4","value":{"id":"5","name":"Room 5","status":"Free"}}
+{"op":"add","path":"/state/rooms/5","value":{"id":"6","name":"Room 6","status":"Cleaning"}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["appointments-heading","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-heading","value":{"type":"Heading","props":{"text":"Today's Appointments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appt-row"]}}
+{"op":"add","path":"/elements/appt-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["appt-time","appt-details","appt-status-badge","checkin-btn"]}}
+{"op":"add","path":"/elements/appt-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appt-details","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["appt-name","appt-type"]}}
+{"op":"add","path":"/elements/appt-name","value":{"type":"TextContent","props":{"text":{"$item":"patient"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appt-type","value":{"type":"TextContent","props":{"text":{"$template":"${type} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appt-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/checkin-btn","value":{"type":"Button","props":{"label":"Check In","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"checked-in"}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"1","time":"8:00 AM","patient":"James Wilson","type":"Follow-up","room":"Room 1","status":"checked-in"}}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-content__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-content__r2.txt
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..ca1bfa9d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,80 @@
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+{"op":"add","path":"/elements/followup-context","value":{"type":"TextContent","props":{"text":{"$item":"context"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/followups/1","value":{"id":"2","task":"Schedule executive sponsor call","context":"VP Eng wants to join before contract sign","dueDate":"Feb 3"}}
+{"op":"add","path":"/state/followups/2","value":{"id":"3","task":"Prepare renewal pricing proposal","context":"Include multi-year discount options","dueDate":"Feb 7"}}
+{"op":"add","path":"/state/followups/3","value":{"id":"4","task":"Follow up on security questionnaire","context":"Sent to IT team; awaiting responses","dueDate":"Feb 10"}}
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+{"op":"add","path":"/elements/outcome-voicemail","value":{"type":"SelectItem","props":{"value":"voicemail","label":"No answer / Voicemail"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..fcd835e7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,81 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header-card","renewal-alert","activity-section","contacts-section","followups-section","note-section","call-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["header-title","header-subtitle","header-metrics-row","stage-row"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Account Owner: ${/account/owner}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/account","value":{"name":"Acme Corp","owner":"Sarah Mitchell","dealValue":"$248,500","dealStage":"Proposal Sent","renewalDate":"2025-02-14","renewalDaysLeft":19}}
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+{"op":"add","path":"/state/followUps","value":[]}
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+{"op":"add","path":"/elements/call-out-3","value":{"type":"SelectItem","props":{"value":"no-answer","label":"No Answer"},"children":[]}}
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+{"op":"add","path":"/state/callForm","value":{"contact":"","outcome":"","notes":""}}
+{"op":"add","path":"/state/loggedCalls","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..287d12417
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,82 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["account-header","metrics-row","renewal-alert","activity-section","contacts-section","followups-section","note-section","call-log-section"]}}
+{"op":"add","path":"/elements/account-header","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m"},"children":["account-avatar","account-info"]}}
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+{"op":"add","path":"/state/account","value":{"name":"Acme Corporation","owner":"Sarah Mitchell","industry":"SaaS","dealValue":285000,"stage":"Negotiation","stageProgress":70,"renewalDate":"2025-02-10","renewalDaysLeft":12}}
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+{"op":"add","path":"/elements/deal-value-label","value":{"type":"TextContent","props":{"text":"Total Deal Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-value-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/account/dealValue}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/deal-stage-badge","value":{"type":"Badge","props":{"text":{"$state":"/account/stage"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-progress","value":{"type":"Progress","props":{"value":{"$state":"/account/stageProgress"},"label":"Pipeline Progress"},"children":[]}}
+{"op":"add","path":"/elements/renewal-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Renewal Approaching","description":{"$template":"Renewal date is ${/account/renewalDate} — only ${/account/renewalDaysLeft} days away. Reach out to secure renewal."}},"children":[]}}
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+{"op":"add","path":"/state/activities","value":[]}
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+{"op":"add","path":"/state/activities/1","value":{"id":"2","type":"Call","description":"Discussed implementation timeline with VP Engineering","date":"Jan 27, 2025 · 11:00 AM"}}
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+{"op":"add","path":"/state/activities/3","value":{"id":"4","type":"Note","description":"Champion mentioned budget approval expected by Feb 1","date":"Jan 22, 2025 · 9:15 AM"}}
+{"op":"add","path":"/state/activities/4","value":{"id":"5","type":"Email","description":"Shared case study from similar industry deployment","date":"Jan 20, 2025 · 4:45 PM"}}
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+{"op":"add","path":"/elements/followup-due","value":{"type":"Tag","props":{"text":{"$template":"Due: ${dueDate}"},"variant":{"$item":"urgency"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/followups","value":[]}
+{"op":"add","path":"/state/followups/0","value":{"id":"1","task":"Send updated SOW with revised scope","dueDate":"Jan 31","urgency":"danger"}}
+{"op":"add","path":"/state/followups/1","value":{"id":"2","task":"Schedule security review with IT team","dueDate":"Feb 3","urgency":"warning"}}
+{"op":"add","path":"/state/followups/2","value":{"id":"3","task":"Prepare ROI analysis for CFO presentation","dueDate":"Feb 7","urgency":"info"}}
+{"op":"add","path":"/state/followups/3","value":{"id":"4","task":"Confirm pilot environment access credentials","dueDate":"Feb 10","urgency":"neutral"}}
+{"op":"add","path":"/elements/note-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["note-header","note-input","note-button"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"Jot a Note","subtitle":"Quick note for this account"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"note","placeholder":"Type a quick note about this account...","rows":3,"value":{"$bindState":"/noteText"}},"children":[]}}
+{"op":"add","path":"/elements/note-button","value":{"type":"Button","props":{"label":"Save Note","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/savedNotes","value":{"id":"$id","text":{"$state":"/noteText"},"date":"Just now"},"clearStatePath":"/noteText"}}},"children":[]}}
+{"op":"add","path":"/state/noteText","value":""}
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+{"op":"add","path":"/elements/call-contact-field","value":{"type":"FormControl","props":{"label":"Contact","input":"call-contact-select"},"children":[]}}
+{"op":"add","path":"/elements/call-contact-select","value":{"type":"Select","props":{"name":"callContact","placeholder":"Select contact...","value":{"$bindState":"/callForm/contact"},"items":["call-opt-1","call-opt-2","call-opt-3","call-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/call-opt-1","value":{"type":"SelectItem","props":{"value":"james","label":"James Rodriguez"},"children":[]}}
+{"op":"add","path":"/elements/call-opt-2","value":{"type":"SelectItem","props":{"value":"emily","label":"Emily Chen"},"children":[]}}
+{"op":"add","path":"/elements/call-opt-3","value":{"type":"SelectItem","props":{"value":"michael","label":"Michael Torres"},"children":[]}}
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+{"op":"add","path":"/elements/call-type-opt-2","value":{"type":"SelectItem","props":{"value":"follow-up","label":"Follow-Up"},"children":[]}}
+{"op":"add","path":"/elements/call-type-opt-3","value":{"type":"SelectItem","props":{"value":"negotiation","label":"Negotiation"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-field","value":{"type":"FormControl","props":{"label":"Summary","input":"call-summary-input","hint":"Brief description of the call"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"TextArea","props":{"name":"callSummary","placeholder":"What was discussed...","rows":2,"value":{"$bindState":"/callForm/summary"}},"children":[]}}
+{"op":"add","path":"/elements/call-form-buttons","value":{"type":"Buttons","props":{"buttons":["call-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/call-submit-btn","value":{"type":"Button","props":{"label":"Log Call","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/loggedCalls","value":{"id":"$id","contact":{"$state":"/callForm/contact"},"type":{"$state":"/callForm/type"},"summary":{"$state":"/callForm/summary"},"date":"Just now"},"clearStatePath":"/callForm/summary"}}},"children":[]}}
+{"op":"add","path":"/state/callForm","value":{"contact":"","type":"","summary":""}}
+{"op":"add","path":"/state/loggedCalls","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..1cdeb440e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,95 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header-section","metrics-row","renewal-section","activity-section","contacts-section","followups-section","note-section","call-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["account-name","account-owner"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/account-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${/account/owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Acme Corporation","owner":"Sarah Mitchell","dealValue":"$248,500","stage":"Negotiation","renewalDate":"2025-02-15","renewalDaysLeft":12}}
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+{"op":"add","path":"/elements/stage-value","value":{"type":"Badge","props":{"text":{"$state":"/account/stage"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/renewal-date","value":{"type":"TextContent","props":{"text":{"$template":"Renewal Date: ${/account/renewalDate}"},"size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/activity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/activities","key":"id"},"children":["activity-item"]}}
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+{"op":"add","path":"/elements/activity-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/activities","value":[]}
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+{"op":"add","path":"/state/activities/1","value":{"id":"a2","description":"Discovery call with procurement team","date":"Jan 24, 2025"}}
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+{"op":"add","path":"/elements/followups-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["followups-heading","followups-list"]}}
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+{"op":"add","path":"/state/followUps","value":[]}
+{"op":"add","path":"/state/followUps/0","value":{"id":"f1","task":"Send revised pricing to Lisa Park","dueDate":"Due: Feb 1"}}
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+{"op":"add","path":"/state/followUps/2","value":{"id":"f3","task":"Prepare renewal proposal for Maria","dueDate":"Due: Feb 8"}}
+{"op":"add","path":"/elements/note-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["note-heading","note-input","note-button","notes-list"]}}
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+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"newNote","placeholder":"Type a quick note about this account...","rows":3,"value":{"$bindState":"/newNote"}},"children":[]}}
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+{"op":"add","path":"/elements/note-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/newNote","value":""}
+{"op":"add","path":"/state/notes","value":[]}
+{"op":"add","path":"/state/notes/0","value":{"id":"n1","text":"James mentioned they're evaluating one competitor. Need to emphasize our integration capabilities.","date":"Jan 27, 2025"}}
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+{"op":"add","path":"/elements/call-heading","value":{"type":"Heading","props":{"text":"Log a Call","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/call-form","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["call-contact-field","call-summary-field","call-outcome-field","call-log-button"]}}
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+{"op":"add","path":"/elements/call-contact-select","value":{"type":"Select","props":{"name":"callContact","placeholder":"Select contact...","value":{"$bindState":"/callForm/contact"},"items":["call-opt-1","call-opt-2","call-opt-3","call-opt-4"]},"children":[]}}
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+{"op":"add","path":"/elements/call-opt-2","value":{"type":"SelectItem","props":{"value":"Lisa Park","label":"Lisa Park"},"children":[]}}
+{"op":"add","path":"/elements/call-opt-3","value":{"type":"SelectItem","props":{"value":"Derek Owens","label":"Derek Owens"},"children":[]}}
+{"op":"add","path":"/elements/call-opt-4","value":{"type":"SelectItem","props":{"value":"Maria Gonzalez","label":"Maria Gonzalez"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-field","value":{"type":"FormControl","props":{"label":"Summary","input":"call-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"TextArea","props":{"name":"callSummary","placeholder":"What was discussed...","rows":2,"value":{"$bindState":"/callForm/summary"}},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-field","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-select"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-select","value":{"type":"Select","props":{"name":"callOutcome","placeholder":"Select outcome...","value":{"$bindState":"/callForm/outcome"},"items":["outcome-opt-1","outcome-opt-2","outcome-opt-3","outcome-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/outcome-opt-1","value":{"type":"SelectItem","props":{"value":"Positive","label":"Positive"},"children":[]}}
+{"op":"add","path":"/elements/outcome-opt-2","value":{"type":"SelectItem","props":{"value":"Neutral","label":"Neutral"},"children":[]}}
+{"op":"add","path":"/elements/outcome-opt-3","value":{"type":"SelectItem","props":{"value":"Follow-up Needed","label":"Follow-up Needed"},"children":[]}}
+{"op":"add","path":"/elements/outcome-opt-4","value":{"type":"SelectItem","props":{"value":"No Answer","label":"No Answer"},"children":[]}}
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+{"op":"add","path":"/state/callForm","value":{"contact":"","summary":"","outcome":""}}
+{"op":"add","path":"/state/callLogs","value":[]}
+{"op":"add","path":"/state/callLogs/0","value":{"id":"cl1","contact":"James Thornton","summary":"Discussed timeline concerns and budget approval process. He's confident we can close by mid-February.","outcome":"Positive","date":"Jan 28, 2025"}}
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+{"op":"add","path":"/elements/call-log-contact","value":{"type":"TextContent","props":{"text":{"$item":"contact"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/call-log-summary","value":{"type":"TextContent","props":{"text":{"$item":"summary"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/call-log-outcome","value":{"type":"Badge","props":{"text":{"$item":"outcome"},"variant":"outline"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..204272d95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,61 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-row","metrics-row","expenses-section","transactions-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Month-End Finance View","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["month-select-ctrl","download-btn"]}}
+{"op":"add","path":"/elements/month-select-ctrl","value":{"type":"FormControl","props":{"label":"Viewing Month","input":"month-select"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","value":{"$bindState":"/selectedMonth"},"items":["month-opt-jan","month-opt-feb","month-opt-mar","month-opt-apr","month-opt-may","month-opt-jun"]},"children":[]}}
+{"op":"add","path":"/elements/month-opt-jan","value":{"type":"SelectItem","props":{"value":"2024-01","label":"January 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-feb","value":{"type":"SelectItem","props":{"value":"2024-02","label":"February 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-mar","value":{"type":"SelectItem","props":{"value":"2024-03","label":"March 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-apr","value":{"type":"SelectItem","props":{"value":"2024-04","label":"April 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-may","value":{"type":"SelectItem","props":{"value":"2024-05","label":"May 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-jun","value":{"type":"SelectItem","props":{"value":"2024-06","label":"June 2024"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2024-06"}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"⬇ Download Statement","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-cash-label","metric-cash-value"]}}
+{"op":"add","path":"/elements/metric-cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cash-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/cashOnHand}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-burn-label","metric-burn-value"]}}
+{"op":"add","path":"/elements/metric-burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/monthlyBurn}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-runway-label","metric-runway-value","metric-runway-progress"]}}
+{"op":"add","path":"/elements/metric-runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/runway} months"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/runwayPercent"},"label":"Runway remaining"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"1,247,500","monthlyBurn":"186,300","runway":"6.7","runwayPercent":56}}
+{"op":"add","path":"/elements/expenses-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["expenses-header","expenses-chart-row"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"June 2024 — Total: $186,300"},"children":[]}}
+{"op":"add","path":"/elements/expenses-chart-row","value":{"type":"Card","props":{"direction":"row","gap":"l","align":"center","variant":"clear"},"children":["expenses-pie","expenses-legend"]}}
+{"op":"add","path":"/elements/expenses-pie","value":{"type":"PieChart","props":{"labels":["Engineering","Sales & Marketing","Operations","Infrastructure","Legal & Compliance","Other"],"values":[72000,41500,28300,22000,12500,10000],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/expenses-legend","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"children":["legend-eng","legend-sales","legend-ops","legend-infra","legend-legal","legend-other"]}}
+{"op":"add","path":"/elements/legend-eng","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-eng-label","legend-eng-val"]}}
+{"op":"add","path":"/elements/legend-eng-label","value":{"type":"TextContent","props":{"text":"🔵 Engineering","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-eng-val","value":{"type":"TextContent","props":{"text":"$72,000 (38.6%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legend-sales","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-sales-label","legend-sales-val"]}}
+{"op":"add","path":"/elements/legend-sales-label","value":{"type":"TextContent","props":{"text":"🟠 Sales & Marketing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-sales-val","value":{"type":"TextContent","props":{"text":"$41,500 (22.3%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legend-ops","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-ops-label","legend-ops-val"]}}
+{"op":"add","path":"/elements/legend-ops-label","value":{"type":"TextContent","props":{"text":"🟢 Operations","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-ops-val","value":{"type":"TextContent","props":{"text":"$28,300 (15.2%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legend-infra","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-infra-label","legend-infra-val"]}}
+{"op":"add","path":"/elements/legend-infra-label","value":{"type":"TextContent","props":{"text":"🟣 Infrastructure","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-infra-val","value":{"type":"TextContent","props":{"text":"$22,000 (11.8%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legend-legal","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-legal-label","legend-legal-val"]}}
+{"op":"add","path":"/elements/legend-legal-label","value":{"type":"TextContent","props":{"text":"🔴 Legal & Compliance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-legal-val","value":{"type":"TextContent","props":{"text":"$12,500 (6.7%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/legend-other","value":{"type":"Card","props":{"direction":"row","justify":"between","variant":"clear"},"children":["legend-other-label","legend-other-val"]}}
+{"op":"add","path":"/elements/legend-other-label","value":{"type":"TextContent","props":{"text":"⚪ Other","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/legend-other-val","value":{"type":"TextContent","props":{"text":"$10,000 (5.4%)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transactions-header","transactions-alert","transactions-table"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Transactions exceeding $10,000 in June 2024"},"children":[]}}
+{"op":"add","path":"/elements/transactions-alert","value":{"type":"Alert","props":{"title":"5 large transactions detected","description":"These transactions represent 68% of total monthly spend. Review for accuracy before closing the books.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["col-date","col-desc","col-category","col-amount","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","type":"string","data":["Jun 3","Jun 7","Jun 12","Jun 18","Jun 24"]},"children":[]}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","type":"string","data":["AWS Cloud Services — Q2","Contractor Payout: Design Sprint","Google Ads Campaign — Summer Push","Office Lease — H2 Prepayment","Series A Legal Fees — Wilson Sonsini"]},"children":[]}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","type":"string","data":["Infrastructure","Engineering","Sales & Marketing","Operations","Legal & Compliance"]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","type":"number","data":[22000,18500,15200,14000,12500]},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","type":"string","data":["Cleared","Cleared","Pending","Cleared","Pending"]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..3498205ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,53 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-row","metrics-row","expenses-section","transactions-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-left","download-btn"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["title-text","month-select"]}}
+{"op":"add","path":"/elements/title-text","value":{"type":"Heading","props":{"text":"Month-End Finance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"placeholder":"Select month","size":"small","items":["month-opt-1","month-opt-2","month-opt-3","month-opt-4","month-opt-5","month-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/month-opt-1","value":{"type":"SelectItem","props":{"value":"January 2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-2","value":{"type":"SelectItem","props":{"value":"February 2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-3","value":{"type":"SelectItem","props":{"value":"March 2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-4","value":{"type":"SelectItem","props":{"value":"April 2025","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-5","value":{"type":"SelectItem","props":{"value":"May 2025","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-6","value":{"type":"SelectItem","props":{"value":"June 2025","label":"June 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"June 2025"}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"Download Statement","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["cash-card","burn-card","runway-card"]}}
+{"op":"add","path":"/elements/cash-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["cash-label","cash-value"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/cashOnHand}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["burn-label","burn-value"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/monthlyBurn}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"TextContent","props":{"text":{"$template":"${/runwayMonths} months"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":{"$state":"/runwayMonths"},"label":"of 18-month target"},"children":[]}}
+{"op":"add","path":"/state/cashOnHand","value":"847,500"}
+{"op":"add","path":"/state/monthlyBurn","value":"142,300"}
+{"op":"add","path":"/state/runwayMonths","value":5.96}
+{"op":"add","path":"/elements/expenses-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["expenses-header","expenses-chart","expenses-legend"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"June 2025 breakdown"},"children":[]}}
+{"op":"add","path":"/elements/expenses-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseCategories"},"values":{"$state":"/expenseValues"},"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/expenses-legend","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"children":["legend-eng","legend-mkt","legend-ops","legend-sales","legend-ga"]}}
+{"op":"add","path":"/elements/legend-eng","value":{"type":"Tag","props":{"text":"Engineering $52,000","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-mkt","value":{"type":"Tag","props":{"text":"Marketing $31,000","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-ops","value":{"type":"Tag","props":{"text":"Operations $24,500","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-sales","value":{"type":"Tag","props":{"text":"Sales $19,800","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-ga","value":{"type":"Tag","props":{"text":"G&A $15,000","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/expenseCategories","value":["Engineering","Marketing","Operations","Sales","G&A"]}
+{"op":"add","path":"/state/expenseValues","value":[52000,31000,24500,19800,15000]}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transactions-header","transactions-alert","transactions-table"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Above $10,000 this month"},"children":[]}}
+{"op":"add","path":"/elements/transactions-alert","value":{"type":"Alert","props":{"title":"5 transactions exceed threshold","description":"Review flagged items for approval before month-end close.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["col-date","col-desc","col-category","col-amount"]},"children":[]}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactionDates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-desc","value":{"type":"Col","props":{"label":"Description","data":{"$state":"/transactionDescriptions"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactionCategories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactionAmounts"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/transactionDates","value":["Jun 03","Jun 07","Jun 12","Jun 18","Jun 24"]}
+{"op":"add","path":"/state/transactionDescriptions","value":["AWS Infrastructure Q2","Google Ads Campaign","Office Lease Payment","Contractor Payout – Dev Team","Series A Legal Fees"]}
+{"op":"add","path":"/state/transactionCategories","value":["Engineering","Marketing","Operations","Engineering","G&A"]}
+{"op":"add","path":"/state/transactionAmounts","value":[28400,15200,12000,22500,18000]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..a0c53fe98
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,51 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-row","metrics-section","separator-1","chart-section","separator-2","transactions-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Month-End Finance Overview","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["month-select-ctrl","download-btn"]}}
+{"op":"add","path":"/elements/month-select-ctrl","value":{"type":"FormControl","props":{"label":"Period","input":"month-select"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"month","value":{"$bindState":"/selectedMonth"},"items":["month-opt-1","month-opt-2","month-opt-3","month-opt-4","month-opt-5","month-opt-6"],"placeholder":"Select month"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-1","value":{"type":"SelectItem","props":{"value":"2024-06","label":"June 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-2","value":{"type":"SelectItem","props":{"value":"2024-07","label":"July 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-3","value":{"type":"SelectItem","props":{"value":"2024-08","label":"August 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-4","value":{"type":"SelectItem","props":{"value":"2024-09","label":"September 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-5","value":{"type":"SelectItem","props":{"value":"2024-10","label":"October 2024"},"children":[]}}
+{"op":"add","path":"/elements/month-opt-6","value":{"type":"SelectItem","props":{"value":"2024-11","label":"November 2024"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2024-11"}
+{"op":"add","path":"/elements/download-btn","value":{"type":"Button","props":{"label":"⬇ Download Statement","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/metrics-section","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-cash","metric-burn","metric-runway"]}}
+{"op":"add","path":"/elements/metric-cash","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-cash-label","metric-cash-value"]}}
+{"op":"add","path":"/elements/metric-cash-label","value":{"type":"TextContent","props":{"text":"Cash on Hand","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cash-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/cashOnHand}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/cashOnHand","value":847500}
+{"op":"add","path":"/elements/metric-burn","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-burn-label","metric-burn-value"]}}
+{"op":"add","path":"/elements/metric-burn-label","value":{"type":"TextContent","props":{"text":"Monthly Burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-burn-value","value":{"type":"TextContent","props":{"text":{"$template":"-$${/monthlyBurn}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/monthlyBurn","value":125000}
+{"op":"add","path":"/elements/metric-runway","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-runway-label","metric-runway-value","metric-runway-badge"]}}
+{"op":"add","path":"/elements/metric-runway-label","value":{"type":"TextContent","props":{"text":"Months of Runway","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-value","value":{"type":"TextContent","props":{"text":{"$template":"${/runwayMonths} months"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-runway-badge","value":{"type":"Badge","props":{"text":"⚠️ Below 9 months","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/runwayMonths","value":6.8}
+{"op":"add","path":"/elements/separator-1","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-header","expense-chart","expense-legend"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Expenses by Category","subtitle":"November 2024 breakdown"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":["Engineering","Sales & Marketing","Operations","Infrastructure","Legal & Compliance","Other"],"values":[52000,31000,18000,12000,7500,4500],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/expense-legend","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"children":["legend-eng","legend-sales","legend-ops","legend-infra","legend-legal","legend-other"]}}
+{"op":"add","path":"/elements/legend-eng","value":{"type":"Tag","props":{"text":"Engineering $52,000","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-sales","value":{"type":"Tag","props":{"text":"Sales & Mktg $31,000","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-ops","value":{"type":"Tag","props":{"text":"Operations $18,000","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-infra","value":{"type":"Tag","props":{"text":"Infrastructure $12,000","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-legal","value":{"type":"Tag","props":{"text":"Legal $7,500","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/legend-other","value":{"type":"Tag","props":{"text":"Other $4,500","variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/separator-2","value":{"type":"Separator","props":{"decorative":true},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["txn-header","txn-alert","txn-table"]}}
+{"op":"add","path":"/elements/txn-header","value":{"type":"CardHeader","props":{"title":"Large Transactions","subtitle":"Above $10,000 this month"},"children":[]}}
+{"op":"add","path":"/elements/txn-alert","value":{"type":"Alert","props":{"title":"5 transactions exceeded the $10K threshold","description":"Review flagged items for approval and budget alignment.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/txn-table","value":{"type":"Table","props":{"columns":["col-date","col-description","col-category","col-amount"]},"children":[]}}
+{"op":"add","path":"/elements/col-date","value":{"type":"Col","props":{"label":"Date","type":"string","data":["Nov 3","Nov 7","Nov 12","Nov 18","Nov 24"]},"children":[]}}
+{"op":"add","path":"/elements/col-description","value":{"type":"Col","props":{"label":"Description","type":"string","data":["AWS Annual Commitment","Google Ads Q4 Campaign","Contractor Payout – Platform Team","Office Lease – Q4 Prepay","Series B Legal Fees"]},"children":[]}}
+{"op":"add","path":"/elements/col-category","value":{"type":"Col","props":{"label":"Category","type":"string","data":["Infrastructure","Sales & Marketing","Engineering","Operations","Legal & Compliance"]},"children":[]}}
+{"op":"add","path":"/elements/col-amount","value":{"type":"Col","props":{"label":"Amount","type":"number","data":[24000,18500,15000,12000,11200]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..c168653eb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,79 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements","value":{}}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch","justify":"start","wrap":false},"children":["page-header","refresh-bar","kpi-row","search-bar","delayed-card","intransit-card","flagged-card","charts-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Logistics Coordinator Board","subtitle":"In-transit shipments, delayed exceptions, route search, and carrier volume"},"children":[]}}
+{"op":"add","path":"/elements/refresh-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["refresh-text","refresh-badge"]}}
+{"op":"add","path":"/elements/refresh-text","value":{"type":"TextContent","props":{"text":{"$template":"Numbers last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refresh-badge","value":{"type":"Badge","props":{"text":"Live feed","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"2026-02-22 09:20 UTC"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"start","wrap":true},"children":["kpi-ontime-card","kpi-avgcost-card"]}}
+{"op":"add","path":"/elements/kpi-ontime-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["kpi-ontime-title","kpi-ontime-progress"]}}
+{"op":"add","path":"/elements/kpi-ontime-title","value":{"type":"TextContent","props":{"text":"On-time percentage this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-progress","value":{"type":"Progress","props":{"value":{"$state":"/onTimePercentage"},"label":{"$template":"${/onTimePercentage}% on time"}},"children":[]}}
+{"op":"add","path":"/state/onTimePercentage","value":92.4}
+{"op":"add","path":"/elements/kpi-avgcost-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["kpi-avgcost-title","kpi-avgcost-value"]}}
+{"op":"add","path":"/elements/kpi-avgcost-title","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-avgcost-value","value":{"type":"TextContent","props":{"text":{"$template":"US$ ${/avgCostPerShipment}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgCostPerShipment","value":1284.55}
+{"op":"add","path":"/elements/search-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","justify":"start","wrap":true},"children":["search-form-control","search-button","search-note"]}}
+{"op":"add","path":"/elements/search-form-control","value":{"type":"FormControl","props":{"label":"Search by route","hint":"Example: Shanghai → Los Angeles","input":"route-input"},"children":[]}}
+{"op":"add","path":"/elements/route-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Origin → Destination","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/elements/search-button","value":{"type":"Button","props":{"label":"Search route","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/activeRouteSearch","value":{"$state":"/routeSearch"}}}},"children":[]}}
+{"op":"add","path":"/elements/search-note","value":{"type":"TextContent","props":{"text":{"$template":"Active route search: ${/activeRouteSearch}"},"size":"small"},"visible":{"$state":"/activeRouteSearch"},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/state/activeRouteSearch","value":""}
+{"op":"add","path":"/elements/delayed-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["delayed-header","delayed-alert","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed shipments","subtitle":"Called out for coordinator attention"},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"title":"Delay exception","description":"The following shipments are running behind plan and need follow-up.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["delayed-route","delayed-eta","delayed-tag"]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"d-1","origin":"Los Angeles","destination":"Dallas","eta":"2026-02-24 18:30","status":"Delayed 6h"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"d-2","origin":"Rotterdam","destination":"Lyon","eta":"2026-02-23 11:15","status":"Delayed 1d"}}
+{"op":"add","path":"/elements/intransit-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["intransit-header","intransit-list"]}}
+{"op":"add","path":"/elements/intransit-header","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Origin, destination, ETA, and status"},"children":[]}}
+{"op":"add","path":"/elements/intransit-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["shipment-route","shipment-eta","shipment-status","shipment-flag-button"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag-button","value":{"type":"Button","props":{"label":"Flag shipment","variant":"secondary","type":"normal","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/flaggedShipments","value":{"id":"$id","shipmentId":{"$item":"id"},"route":{"$item":"route"},"status":{"$item":"status"},"note":"Flagged from board"}}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"s-1","origin":"Chicago","destination":"Atlanta","eta":"2026-02-23 16:00","status":"In Transit","route":"Chicago → Atlanta"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"s-2","origin":"Shanghai","destination":"Los Angeles","eta":"2026-03-02 08:15","status":"At Sea","route":"Shanghai → Los Angeles"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"s-3","origin":"Rotterdam","destination":"Lyon","eta":"2026-02-23 11:15","status":"Delayed 1d","route":"Rotterdam → Lyon"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"s-4","origin":"Dallas","destination":"Newark","eta":"2026-02-22 21:45","status":"Out for Delivery","route":"Dallas → Newark"}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"s-5","origin":"Guangzhou","destination":"Hamburg","eta":"2026-03-05 06:30","status":"Customs Hold","route":"Guangzhou → Hamburg"}}
+{"op":"add","path":"/elements/flagged-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["flagged-header","flagged-list"]}}
+{"op":"add","path":"/elements/flagged-header","value":{"type":"CardHeader","props":{"title":"Flagged shipments","subtitle":"Escalations created from this board"},"children":[]}}
+{"op":"add","path":"/elements/flagged-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/flaggedShipments","key":"id"},"children":["flagged-item"]}}
+{"op":"add","path":"/elements/flagged-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["flagged-text","flagged-note","flagged-tag"]}}
+{"op":"add","path":"/elements/flagged-text","value":{"type":"TextContent","props":{"text":{"$template":"${route}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/flagged-note","value":{"type":"TextContent","props":{"text":{"$template":"${note} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flagged-tag","value":{"type":"Tag","props":{"text":"Flagged","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/flaggedShipments","value":[]}
+{"op":"add","path":"/state/flaggedShipments/0","value":{"id":"f-1","shipmentId":"s-3","route":"Rotterdam → Lyon","status":"Delayed 1d","note":"Customs hold; notify receiver"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","justify":"start","wrap":true},"children":["carrier-chart-card","weekly-chart-card"]}}
+{"op":"add","path":"/elements/carrier-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["carrier-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-header","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Share of shipments this month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierLabels"},"values":{"$state":"/carrierValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierLabels","value":[]}
+{"op":"add","path":"/state/carrierLabels/0","value":"Northline Express"}
+{"op":"add","path":"/state/carrierLabels/1","value":"TransOceanic"}
+{"op":"add","path":"/state/carrierLabels/2","value":"RailBridge"}
+{"op":"add","path":"/state/carrierLabels/3","value":"SwiftFreight"}
+{"op":"add","path":"/state/carrierValues","value":[]}
+{"op":"add","path":"/state/carrierValues/0","value":38}
+{"op":"add","path":"/state/carrierValues/1","value":27}
+{"op":"add","path":"/state/carrierValues/2","value":21}
+{"op":"add","path":"/state/carrierValues/3","value":14}
+{"op":"add","path":"/elements/weekly-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["weekly-header","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Weekly volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyLabels"},"series":["weekly-series"],"variant":"grouped","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..fd0c14ae9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,62 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","delayed-callout","search-section","shipments-section","charts-row","footer"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","refresh-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/refresh-badge","value":{"type":"Badge","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"2024-06-17 09:42 AM UTC"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-ontime","metric-cost","metric-transit"]}}
+{"op":"add","path":"/elements/metric-ontime","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["metric-ontime-label","metric-ontime-progress"]}}
+{"op":"add","path":"/elements/metric-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time Delivery This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-ontime-progress","value":{"type":"Progress","props":{"value":{"$state":"/onTimePercentage"},"label":{"$template":"${/onTimePercentage}%"}},"children":[]}}
+{"op":"add","path":"/state/onTimePercentage","value":87}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["metric-cost-label","metric-cost-value"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Average Cost per Shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/avgCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":1247}
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["metric-transit-label","metric-transit-value"]}}
+{"op":"add","path":"/elements/metric-transit-label","value":{"type":"TextContent","props":{"text":"Shipments In Transit","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit-value","value":{"type":"TextContent","props":{"text":{"$template":"${/totalInTransit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/totalInTransit","value":6}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Delayed Shipments","description":{"$template":"${/delayedCount} shipment(s) currently delayed: ${/delayedSummary}"}},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":2}
+{"op":"add","path":"/state/delayedSummary","value":"SHP-4522 (Atlanta → Miami, +1 day), SHP-4524 (Boston → Philadelphia, +2 days)"}
+{"op":"add","path":"/elements/search-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","variant":"clear"},"children":["search-control","search-hint"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by Route","input":"search-input","hint":"e.g. Chicago → Dallas"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Origin → Destination","value":{"$bindState":"/searchRoute"}},"children":[]}}
+{"op":"add","path":"/state/searchRoute","value":""}
+{"op":"add","path":"/elements/search-hint","value":{"type":"Button","props":{"label":"Search","variant":"primary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Active Shipments","subtitle":"All shipments currently in transit"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","variant":"sunk"},"children":["shipment-info","shipment-status-group"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["shipment-route","shipment-meta"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"**${code}** — ${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-meta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta} · Carrier: ${carrier} · Cost: $${cost}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status-group","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["shipment-status-badge","flag-button"]}}
+{"op":"add","path":"/elements/shipment-status-badge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"⚑ Flagged","$else":"⚐ Flag"},"variant":{"$cond":{"$item":"flagged"},"$then":"primary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"1","code":"SHP-4521","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Jun 18, 2024","status":"In Transit","carrier":"FedEx Freight","cost":1180,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"2","code":"SHP-4522","origin":"Atlanta, GA","destination":"Miami, FL","eta":"Jun 17, 2024","status":"Delayed","carrier":"UPS Ground","cost":940,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"3","code":"SHP-4523","origin":"Seattle, WA","destination":"Denver, CO","eta":"Jun 19, 2024","status":"In Transit","carrier":"XPO Logistics","cost":1520,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"4","code":"SHP-4524","origin":"Boston, MA","destination":"Philadelphia, PA","eta":"Jun 17, 2024","status":"Delayed","carrier":"FedEx Freight","cost":870,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"5","code":"SHP-4525","origin":"Houston, TX","destination":"Phoenix, AZ","eta":"Jun 20, 2024","status":"In Transit","carrier":"Old Dominion","cost":1390,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"6","code":"SHP-4526","origin":"Detroit, MI","destination":"Nashville, TN","eta":"Jun 18, 2024","status":"In Transit","carrier":"UPS Ground","cost":1085,"flagged":false}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"l","variant":"clear"},"children":["carrier-chart-card","volume-chart-card"]}}
+{"op":"add","path":"/elements/carrier-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-chart-header","carrier-pie"]}}
+{"op":"add","path":"/elements/carrier-chart-header","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Current month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-pie","value":{"type":"PieChart","props":{"labels":["FedEx Freight","UPS Ground","XPO Logistics","Old Dominion","Estes Express"],"values":["slice-fedex","slice-ups","slice-xpo","slice-od","slice-estes"],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/slice-fedex","value":{"type":"Slice","props":{"category":"FedEx Freight","value":34},"children":[]}}
+{"op":"add","path":"/elements/slice-ups","value":{"type":"Slice","props":{"category":"UPS Ground","value":28},"children":[]}}
+{"op":"add","path":"/elements/slice-xpo","value":{"type":"Slice","props":{"category":"XPO Logistics","value":18},"children":[]}}
+{"op":"add","path":"/elements/slice-od","value":{"type":"Slice","props":{"category":"Old Dominion","value":12},"children":[]}}
+{"op":"add","path":"/elements/slice-estes","value":{"type":"Slice","props":{"category":"Estes Express","value":8},"children":[]}}
+{"op":"add","path":"/elements/volume-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volume-chart-header","volume-area"]}}
+{"op":"add","path":"/elements/volume-chart-header","value":{"type":"CardHeader","props":{"title":"Weekly Shipment Volume","subtitle":"Past 8 weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-area","value":{"type":"AreaChart","props":{"labels":["Wk 19","Wk 20","Wk 21","Wk 22","Wk 23","Wk 24","Wk 25","Wk 26"],"series":["vol-series"],"variant":"natural","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/vol-series","value":{"type":"Series","props":{"category":"Weekly Volume","values":[42,38,51,47,55,49,62,58]},"children":[]}}
+{"op":"add","path":"/elements/footer","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["footer-note","footer-refresh"]}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Data sourced from TMS integration · Auto-refresh every 15 min","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/footer-refresh","value":{"type":"Button","props":{"label":"↻ Refresh Now","variant":"secondary","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..e0f838a7a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","delayed-alert","search-section","shipments-section","charts-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-refresh"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-refresh","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"2025-01-15 09:42 UTC"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["kpi-ontime","kpi-cost"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-bar"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time Delivery Rate (This Month)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-bar","value":{"type":"Progress","props":{"value":{"$state":"/onTimePercent"},"label":{"$template":"${/onTimePercent}% on-time"}},"children":[]}}
+{"op":"add","path":"/state/onTimePercent","value":87}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-cost-label","kpi-cost-value"]}}
+{"op":"add","path":"/elements/kpi-cost-label","value":{"type":"TextContent","props":{"text":"Average Cost per Shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cost-value","value":{"type":"TextContent","props":{"text":{"$state":"/avgCost"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"$1,247"}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Callout","props":{"variant":"error","title":"Delayed Shipments","description":{"$template":"${/delayedCount} shipment(s) currently delayed: ${/delayedSummary}"}},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":3}
+{"op":"add","path":"/state/delayedSummary","value":"SH-1042 (Chicago→Miami, +2 days), SH-1055 (Dallas→Seattle, +1 day), SH-1061 (NYC→Denver, +3 days)"}
+{"op":"add","path":"/elements/search-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","variant":"clear"},"children":["search-field","search-btn"]}}
+{"op":"add","path":"/elements/search-field","value":{"type":"FormControl","props":{"label":"Search by Route","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"searchRoute","placeholder":"e.g. Chicago → Miami","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/search-btn","value":{"type":"Button","props":{"label":"Search","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/searchActive","value":true}}},"children":[]}}
+{"op":"add","path":"/state/searchActive","value":false}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments In Transit","subtitle":"Active shipments with origin, destination, ETA and status"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk","gap":"m"},"children":["shipment-info","shipment-actions"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["shipment-id-route","shipment-eta","shipment-status-tag"]}}
+{"op":"add","path":"/elements/shipment-id-route","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":{"$cond":{"$item":"status","eq":"In Transit"},"$then":"info","$else":"success"}}},"children":[]}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Card","props":{"direction":"row","gap":"xs","variant":"clear","align":"center"},"children":["flag-btn"]}}
+{"op":"add","path":"/elements/flag-btn","value":{"type":"Button","props":{"label":"⚑ Flag","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/flagged","value":{"id":"$id","shipmentId":{"$item":"id"},"route":{"$template":"${origin} → ${destination}"},"flaggedAt":"2025-01-15"}}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SH-1038","origin":"Los Angeles","destination":"New York","eta":"Jan 17, 2025","status":"In Transit","carrier":"FedEx"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SH-1042","origin":"Chicago","destination":"Miami","eta":"Jan 16, 2025","status":"Delayed","carrier":"UPS"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SH-1047","origin":"Seattle","destination":"Boston","eta":"Jan 18, 2025","status":"In Transit","carrier":"DHL"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SH-1055","origin":"Dallas","destination":"Seattle","eta":"Jan 15, 2025","status":"Delayed","carrier":"FedEx"}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SH-1058","origin":"Atlanta","destination":"Phoenix","eta":"Jan 16, 2025","status":"In Transit","carrier":"USPS"}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SH-1061","origin":"New York","destination":"Denver","eta":"Jan 19, 2025","status":"Delayed","carrier":"UPS"}}
+{"op":"add","path":"/state/shipments/6","value":{"id":"SH-1063","origin":"Houston","destination":"Portland","eta":"Jan 17, 2025","status":"In Transit","carrier":"DHL"}}
+{"op":"add","path":"/state/shipments/7","value":{"id":"SH-1067","origin":"Miami","destination":"Chicago","eta":"Jan 16, 2025","status":"Delivered","carrier":"FedEx"}}
+{"op":"add","path":"/state/flagged","value":[]}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["carrier-section","volume-section"]}}
+{"op":"add","path":"/elements/carrier-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-header","value":{"type":"CardHeader","props":{"title":"Volume Split by Carrier","subtitle":"Current month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["FedEx","UPS","DHL","USPS"],"values":[38,29,21,12],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/volume-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volume-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Weekly Shipment Volume","subtitle":"Past 8 weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"AreaChart","props":{"labels":["Wk 47","Wk 48","Wk 49","Wk 50","Wk 51","Wk 52","Wk 1","Wk 2"],"series":["vol-series"],"variant":"natural","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/vol-series","value":{"type":"Series","props":{"category":"Shipments","values":[142,158,135,171,189,164,153,178]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..4f6acff5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","kpi-row","delayed-alert","search-section","shipments-section","charts-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["title","refreshed"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refreshed","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"2024-01-15 09:32 AM UTC"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["kpi-ontime","kpi-cost"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["ontime-label","ontime-progress"]}}
+{"op":"add","path":"/elements/ontime-label","value":{"type":"TextContent","props":{"text":"On-Time Delivery Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ontime-progress","value":{"type":"Progress","props":{"value":{"$state":"/onTimePct"},"label":{"$template":"${/onTimePct}% on-time"}},"children":[]}}
+{"op":"add","path":"/state/onTimePct","value":87}
+{"op":"add","path":"/elements/kpi-cost","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["cost-label","cost-value"]}}
+{"op":"add","path":"/elements/cost-label","value":{"type":"TextContent","props":{"text":"Average Cost per Shipment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"TextContent","props":{"text":{"$state":"/avgCost"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgCost","value":"$1,247"}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"⚠️ ${/delayedCount} Shipments Delayed"},"description":"SH-4021 (Chicago → Miami) delayed 6h due to weather. SH-7738 (Dallas → Seattle) delayed 3h — carrier capacity issue. SH-1194 (Atlanta → Boston) delayed 12h — customs hold."},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":3}
+{"op":"add","path":"/elements/search-section","value":{"type":"Card","props":{"variant":"clear"},"children":["search-field"]}}
+{"op":"add","path":"/elements/search-field","value":{"type":"FormControl","props":{"label":"Search by Route","hint":"Enter origin or destination city to filter shipments"},"input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago, Miami, Seattle…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["shipments-heading","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-heading","value":{"type":"Heading","props":{"text":"Shipments In Transit","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m","variant":"sunk"},"children":["shipment-info","shipment-status","flag-btn"]}}
+{"op":"add","path":"/elements/shipment-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["shipment-route","shipment-eta"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta} · ${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/flag-btn","value":{"type":"Button","props":{"label":"⚑ Flag","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastFlagged","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SH-4021","origin":"Chicago","destination":"Miami","eta":"Jan 16, 2:00 PM","carrier":"FedEx Freight","status":"Delayed"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SH-5512","origin":"Los Angeles","destination":"Denver","eta":"Jan 15, 6:30 PM","carrier":"UPS Ground","status":"In Transit"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SH-7738","origin":"Dallas","destination":"Seattle","eta":"Jan 17, 9:00 AM","carrier":"XPO Logistics","status":"Delayed"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SH-3306","origin":"New York","destination":"Atlanta","eta":"Jan 15, 11:45 PM","carrier":"Estes Express","status":"In Transit"}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SH-1194","origin":"Atlanta","destination":"Boston","eta":"Jan 18, 4:00 PM","carrier":"FedEx Freight","status":"Delayed"}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SH-8845","origin":"Houston","destination":"Phoenix","eta":"Jan 16, 8:15 AM","carrier":"UPS Ground","status":"In Transit"}}
+{"op":"add","path":"/state/lastFlagged","value":""}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["carrier-card","volume-card"]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["carrier-heading","carrier-pie"]}}
+{"op":"add","path":"/elements/carrier-heading","value":{"type":"Heading","props":{"text":"Volume Split by Carrier","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/carrier-pie","value":{"type":"PieChart","props":{"labels":["FedEx Freight","UPS Ground","XPO Logistics","Estes Express","Others"],"values":["slice-fedex","slice-ups","slice-xpo","slice-estes","slice-others"],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/slice-fedex","value":{"type":"Slice","props":{"category":"FedEx Freight","value":34},"children":[]}}
+{"op":"add","path":"/elements/slice-ups","value":{"type":"Slice","props":{"category":"UPS Ground","value":28},"children":[]}}
+{"op":"add","path":"/elements/slice-xpo","value":{"type":"Slice","props":{"category":"XPO Logistics","value":18},"children":[]}}
+{"op":"add","path":"/elements/slice-estes","value":{"type":"Slice","props":{"category":"Estes Express","value":12},"children":[]}}
+{"op":"add","path":"/elements/slice-others","value":{"type":"Slice","props":{"category":"Others","value":8},"children":[]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["volume-heading","volume-chart"]}}
+{"op":"add","path":"/elements/volume-heading","value":{"type":"Heading","props":{"text":"Weekly Shipment Volume (Past 8 Weeks)","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"AreaChart","props":{"labels":["Wk 46","Wk 47","Wk 48","Wk 49","Wk 50","Wk 51","Wk 52","Wk 1"],"series":["series-volume"],"variant":"natural","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Shipments","values":[142,158,165,171,149,133,118,161]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..9b9445ab3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,86 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","roles-section","charts-row","interviews-section","attrition-section","open-role-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-badge"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Hiring Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-badge","value":{"type":"Badge","props":{"text":"Q3 2025","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-headcount","metric-time-to-hire","metric-open-roles","metric-offers"]}}
+{"op":"add","path":"/elements/metric-headcount","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-headcount-value","metric-headcount-label"]}}
+{"op":"add","path":"/elements/metric-headcount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/headcount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-headcount-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
+{"op":"add","path":"/state/headcount","value":247}
+{"op":"add","path":"/elements/metric-time-to-hire","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-tth-value","metric-tth-label"]}}
+{"op":"add","path":"/elements/metric-tth-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTimeToHire} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-tth-label","value":{"type":"TextContent","props":{"text":"Avg Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/state/avgTimeToHire","value":34}
+{"op":"add","path":"/elements/metric-open-roles","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-open-value","metric-open-label"]}}
+{"op":"add","path":"/elements/metric-open-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openRolesCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
+{"op":"add","path":"/state/openRolesCount","value":12}
+{"op":"add","path":"/elements/metric-offers","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["metric-offers-value","metric-offers-label"]}}
+{"op":"add","path":"/elements/metric-offers-value","value":{"type":"TextContent","props":{"text":{"$template":"${/pendingOffers}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-offers-label","value":{"type":"TextContent","props":{"text":"Pending Offers","size":"small"},"children":[]}}
+{"op":"add","path":"/state/pendingOffers","value":5}
+{"op":"add","path":"/elements/roles-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["roles-header","roles-table"]}}
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+{"op":"add","path":"/elements/roles-table","value":{"type":"Table","props":{"columns":["col-role-title","col-department","col-days-open","col-status"]},"children":[]}}
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+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Priority","data":{"$state":"/openRoles/priority"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
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+{"op":"add","path":"/state/interviews","value":[]}
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+{"op":"add","path":"/state/interviews/1","value":{"id":"i2","candidate":"Marcus Johnson","role":"Product Designer","type":"Portfolio Review","time":"Mon 2:30 PM"}}
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+{"op":"add","path":"/state/interviews/5","value":{"id":"i6","candidate":"James O'Brien","role":"Marketing Manager","type":"Panel","time":"Wed 3:00 PM"}}
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+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Voluntary Exits","values":[4,6,3,7,5,4]},"children":[]}}
+{"op":"add","path":"/elements/open-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ Open New Role","title":"Open a New Role","description":"Fill in the details to create a new requisition.","triggerVariant":"primary","content":["new-role-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"newRoleForm","buttons":"new-role-buttons","fields":["field-title","field-dept","field-priority","field-justification"]},"children":[]}}
+{"op":"add","path":"/elements/field-title","value":{"type":"FormControl","props":{"label":"Role Title","input":"input-role-title"},"children":[]}}
+{"op":"add","path":"/elements/input-role-title","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Frontend Engineer","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/field-dept","value":{"type":"FormControl","props":{"label":"Department","input":"select-dept"},"children":[]}}
+{"op":"add","path":"/elements/select-dept","value":{"type":"Select","props":{"name":"department","placeholder":"Select department","value":{"$bindState":"/newRole/department"},"items":["dept-opt-1","dept-opt-2","dept-opt-3","dept-opt-4","dept-opt-5","dept-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-1","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
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+{"op":"add","path":"/elements/dept-opt-6","value":{"type":"SelectItem","props":{"value":"Finance","label":"Finance"},"children":[]}}
+{"op":"add","path":"/elements/field-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"radio-priority"},"children":[]}}
+{"op":"add","path":"/elements/radio-priority","value":{"type":"RadioGroup","props":{"name":"priority","value":{"$bindState":"/newRole/priority"},"items":["prio-high","prio-medium","prio-low"]},"children":[]}}
+{"op":"add","path":"/elements/prio-high","value":{"type":"RadioItem","props":{"label":"High","description":"Critical hire — needs to start within 30 days","value":"High"},"children":[]}}
+{"op":"add","path":"/elements/prio-medium","value":{"type":"RadioItem","props":{"label":"Medium","description":"Important but flexible on timeline","value":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/prio-low","value":{"type":"RadioItem","props":{"label":"Low","description":"Backfill or future planning","value":"Low"},"children":[]}}
+{"op":"add","path":"/elements/field-justification","value":{"type":"FormControl","props":{"label":"Business Justification","input":"textarea-justification","hint":"Briefly explain why this role is needed"},"children":[]}}
+{"op":"add","path":"/elements/textarea-justification","value":{"type":"TextArea","props":{"name":"justification","placeholder":"Describe the business need for this role...","rows":3,"value":{"$bindState":"/newRole/justification"}},"children":[]}}
+{"op":"add","path":"/elements/new-role-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-cancel","btn-submit"]},"children":[]}}
+{"op":"add","path":"/elements/btn-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/btn-submit","value":{"type":"Button","props":{"label":"Submit Requisition","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles","value":{"id":"$id","title":{"$state":"/newRole/title"},"department":{"$state":"/newRole/department"},"daysOpen":0,"priority":{"$state":"/newRole/priority"}},"clearStatePath":"/newRole"}}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","priority":"","justification":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..01a824f25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,86 @@
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","open-roles-section","pipeline-section","headcount-section","interviews-section","attrition-section","open-role-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"Q2 2025 · People Operations Dashboard"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-headcount","metric-time-to-hire"]}}
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+{"op":"add","path":"/state/headcount","value":247}
+{"op":"add","path":"/elements/metric-time-to-hire","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-time-value","metric-time-label"]}}
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+{"op":"add","path":"/state/avgTimeToHire","value":34}
+{"op":"add","path":"/elements/open-roles-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["open-roles-header","open-roles-table"]}}
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+{"op":"add","path":"/elements/form-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"radio-priority"},"children":[]}}
+{"op":"add","path":"/elements/radio-priority","value":{"type":"RadioGroup","props":{"name":"priority","value":{"$bindState":"/newRole/priority"},"items":["priority-high","priority-medium","priority-low"]},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"RadioItem","props":{"label":"High","description":"Critical need, fill within 2 weeks","value":"high"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"RadioItem","props":{"label":"Medium","description":"Standard timeline, 4–6 weeks","value":"medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-low","value":{"type":"RadioItem","props":{"label":"Low","description":"Backfill or future planning","value":"low"},"children":[]}}
+{"op":"add","path":"/elements/form-submit-btn","value":{"type":"Button","props":{"label":"Submit Requisition","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/openRoles/roles","value":{"$state":"/newRole/title"},"clearStatePath":"/newRole/title"}}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","hiringManager":"","priority":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..591f357a8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,74 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","open-roles-section","interviews-section","attrition-section","new-role-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hiring Overview","subtitle":"Talent Acquisition Dashboard — Q2 2025"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-headcount","metric-open-roles","metric-time-to-hire","metric-candidates"]}}
+{"op":"add","path":"/elements/metric-headcount","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-headcount-value","metric-headcount-label"]}}
+{"op":"add","path":"/elements/metric-headcount-value","value":{"type":"TextContent","props":{"text":{"$template":"${/headcount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-headcount-label","value":{"type":"TextContent","props":{"text":"Current Headcount","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metric-open-roles-value","value":{"type":"TextContent","props":{"text":{"$template":"${/openRolesCount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-open-roles-label","value":{"type":"TextContent","props":{"text":"Open Roles","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metric-time-to-hire","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-time-value","metric-time-label"]}}
+{"op":"add","path":"/elements/metric-time-value","value":{"type":"TextContent","props":{"text":{"$template":"${/avgTimeToHire} days"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-time-label","value":{"type":"TextContent","props":{"text":"Avg Time to Hire","size":"small"},"children":[]}}
+{"op":"add","path":"/state/avgTimeToHire","value":34}
+{"op":"add","path":"/elements/metric-candidates","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-candidates-value","metric-candidates-label"]}}
+{"op":"add","path":"/elements/metric-candidates-value","value":{"type":"TextContent","props":{"text":{"$template":"${/totalCandidates}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/state/totalCandidates","value":127}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["pipeline-card","dept-split-card"]}}
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+{"op":"add","path":"/elements/field-role-title","value":{"type":"FormControl","props":{"label":"Role Title","input":"input-role-title"},"children":["input-role-title"]}}
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+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","location":"","justification":""}}
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+{"op":"add","path":"/elements/new-role-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit-role","btn-cancel-role"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..29f80058b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,83 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","roles-section","bottom-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","open-role-dialog"]}}
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+{"op":"add","path":"/elements/role-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Backend Engineer","type":"text","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/elements/role-dept-field","value":{"type":"FormControl","props":{"label":"Department","input":"role-dept-select"},"children":[]}}
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+{"op":"add","path":"/elements/interviews-header","value":{"type":"CardHeader","props":{"title":"Interviews This Week","subtitle":"Jun 16 – Jun 20, 2025"},"children":[]}}
+{"op":"add","path":"/elements/interviews-list","value":{"type":"ListBlock","props":{"items":["interview-item"],"variant":"number"},"repeat":{"statePath":"/interviews","key":"id"},"children":[]}}
+{"op":"add","path":"/elements/interview-item","value":{"type":"ListItem","props":{"title":{"$template":"${candidate} — ${role}"},"subtitle":{"$template":"${day} at ${time} · Interviewer: ${interviewer}"}},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"1","candidate":"Sarah Chen","role":"Senior Backend Engineer","day":"Mon, Jun 16","time":"10:00 AM","interviewer":"Mike Torres"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"2","candidate":"James Okafor","role":"Product Designer","day":"Tue, Jun 17","time":"2:00 PM","interviewer":"Lisa Park"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"3","candidate":"Emily Rodriguez","role":"Account Executive","day":"Wed, Jun 18","time":"11:30 AM","interviewer":"David Kim"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"4","candidate":"Alex Novak","role":"DevOps Engineer","day":"Thu, Jun 19","time":"9:00 AM","interviewer":"Rachel Adams"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"5","candidate":"Priya Sharma","role":"Content Marketing Manager","day":"Fri, Jun 20","time":"3:00 PM","interviewer":"Tom Bradley"}}
+{"op":"add","path":"/elements/attrition-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["attrition-header","attrition-chart","attrition-callout"]}}
+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition Trend","subtitle":"Departures over the past 6 months"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":["Jan","Feb","Mar","Apr","May","Jun"],"series":["attrition-series"],"variant":"natural","yLabel":"Departures"},"children":[]}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Departures","values":[3,5,2,4,6,3]},"children":[]}}
+{"op":"add","path":"/elements/attrition-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"Above Target","description":"May attrition (6) exceeded the monthly target of 4. Exit interviews indicate compensation competitiveness as the primary driver."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..ead479725
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","filter-row","metrics-row","engagement-section","enrollment-section","at-risk-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"Training Platform Analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/filter-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","justify":"between"},"children":["cohort-form","message-dialog"]}}
+{"op":"add","path":"/elements/cohort-form","value":{"type":"FormControl","props":{"label":"Filter by Cohort","input":"cohort-select"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Select a cohort…","value":{"$bindState":"/selectedCohort"},"items":["cohort-opt-all","cohort-opt-1","cohort-opt-2","cohort-opt-3","cohort-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-1","value":{"type":"SelectItem","props":{"value":"q1-2025","label":"Q1 2025 Onboarding"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-2","value":{"type":"SelectItem","props":{"value":"q2-2025","label":"Q2 2025 Leadership"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-3","value":{"type":"SelectItem","props":{"value":"eng-advanced","label":"Engineering Advanced"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-4","value":{"type":"SelectItem","props":{"value":"sales-enablement","label":"Sales Enablement"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"✉️ Message Cohort","title":"Send Message to Cohort","description":"Compose and send a message to all learners in the selected cohort.","content":["msg-textarea","msg-actions"]},"children":[]}}
+{"op":"add","path":"/elements/msg-textarea","value":{"type":"TextArea","props":{"name":"cohortMessage","placeholder":"Type your message to the cohort…","rows":4},"children":[]}}
+{"op":"add","path":"/elements/msg-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["msg-send-btn"]},"children":[]}}
+{"op":"add","path":"/elements/msg-send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-active","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-active-label","metric-active-value"]}}
+{"op":"add","path":"/elements/metric-active-label","value":{"type":"TextContent","props":{"text":"Active Learners This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-active-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/activeLearners"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-completion-label","metric-completion-value"]}}
+{"op":"add","path":"/elements/metric-completion-label","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/completionRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-quiz-label","metric-quiz-value"]}}
+{"op":"add","path":"/elements/metric-quiz-label","value":{"type":"TextContent","props":{"text":"Average Quiz Score","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgQuizScore"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,247","completionRate":"78.3%","avgQuizScore":"82.1%"}}
+{"op":"add","path":"/elements/engagement-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Weekly Engagement","subtitle":"Active sessions and completions over the past 8 weeks"},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"AreaChart","props":{"labels":["Wk 1","Wk 2","Wk 3","Wk 4","Wk 5","Wk 6","Wk 7","Wk 8"],"series":["engagement-sessions","engagement-completions"],"variant":"natural","xLabel":"Week","yLabel":"Count"},"children":[]}}
+{"op":"add","path":"/elements/engagement-sessions","value":{"type":"Series","props":{"category":"Active Sessions","values":[820,932,901,1034,1190,1230,1180,1247]},"children":[]}}
+{"op":"add","path":"/elements/engagement-completions","value":{"type":"Series","props":{"category":"Completions","values":[120,145,132,168,195,210,198,224]},"children":[]}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Courses Ranked by Enrollment","subtitle":"Total active enrollments per course"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Python Fundamentals","Data Analytics","Leadership Essentials","Cloud Architecture","Cybersecurity Basics","UX Design Principles"],"series":["enrollment-series"],"xLabel":"Enrollments"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollments","values":[487,412,356,298,245,189]},"children":[]}}
+{"op":"add","path":"/elements/at-risk-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["at-risk-header","at-risk-callout","at-risk-table"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Learners at Risk of Dropping Out","subtitle":"Flagged by inactivity (7+ days) and declining quiz performance"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Action Needed","description":"5 learners show critical disengagement signals. Consider personalized outreach or assigning a learning buddy."},"children":[]}}
+{"op":"add","path":"/elements/at-risk-table","value":{"type":"Table","props":{"columns":["col-name","col-course","col-progress","col-last-active","col-risk"]},"children":[]}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Learner","data":["Sarah Chen","Marcus Johnson","Priya Patel","Tom Williams","Aisha Rahman"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-course","value":{"type":"Col","props":{"label":"Course","data":["Python Fundamentals","Cloud Architecture","Data Analytics","Leadership Essentials","Cybersecurity Basics"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-progress","value":{"type":"Col","props":{"label":"Progress","data":["23%","41%","12%","55%","8%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-last-active","value":{"type":"Col","props":{"label":"Last Active","data":["12 days ago","9 days ago","14 days ago","8 days ago","16 days ago"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-risk","value":{"type":"Col","props":{"label":"Risk Level","data":["High","High","Critical","Medium","Critical"],"type":"string"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..e79a370e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,16 @@
+
+
+{"op":"add","path":"/root","value":"screen"}
+{"op":"add","path":"/elements/screen","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start","wrap":false},"children":["header","controls-card","cohort-filter-callout","kpi-row","engagement-card","courses-card","risk-card","message-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Training Platform Analytics","subtitle":"Weekly learner performance, ranking, risk, and cohort engagement"},"children":[]}}
+{"op":"add","path":"/elements/controls-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["cohort-control","cohort-status"]}}
+{"op":"add","path":"/elements/cohort-control","value":{"type":"FormControl","props":{"label":"Cohort","input":"cohort-select","hint":"Narrow the dashboard to one cohort"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Select a cohort","value":{"$bindState":"/selectedCohort"},"items":["cohort-all","cohort-engineering","cohort-sales","cohort-csm"]},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"All cohorts","label":"All cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-engineering","value":{"type":"SelectItem","props":{"value":"Engineering Onboarding","label":"Engineering Onboarding"},"children":[]}}
+{"op":"add","path":"/elements/cohort-sales","value":{"type":"SelectItem","props":{"value":"Sales Enablement","label":"Sales Enablement"},"children":[]}}
+{"op":"add","path":"/elements/cohort-csm","value":{"type":"SelectItem","props":{"value":"Customer Success","label":"Customer Success"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"All cohorts"}
+{"op":"add","path":"/elements/cohort-status","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedCohort}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Cohort narrowed","description":{"$template":"Analytics are focused on ${/selectedCohort}."}},"visible":{"$state":"/selectedCohort","neq":"All cohorts"},"children":[]}}
+{"
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..65ba85d80
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,4 @@
+
+
+{"op":"add","path":"/root","value":"root-page"}
+{"op":"add","path":"/elements/root-page","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start","wrap":false
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..e87129aab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,61 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","engagement-section","enrollment-section","at-risk-section","message-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["header-title","cohort-selector"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Training Platform Analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cohort-selector","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["cohort-label","cohort-select"]}}
+{"op":"add","path":"/elements/cohort-label","value":{"type":"TextContent","props":{"text":"Cohort:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Select a cohort","value":{"$bindState":"/selectedCohort"},"items":["cohort-opt-1","cohort-opt-2","cohort-opt-3","cohort-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-1","value":{"type":"SelectItem","props":{"value":"all","label":"All Cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-2","value":{"type":"SelectItem","props":{"value":"q1-2024","label":"Q1 2024 Onboarding"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-3","value":{"type":"SelectItem","props":{"value":"q2-2024","label":"Q2 2024 Engineering"},"children":[]}}
+{"op":"add","path":"/elements/cohort-opt-4","value":{"type":"SelectItem","props":{"value":"q3-2024","label":"Q3 2024 Leadership"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["metric-learners","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/metric-learners","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["metric-learners-label","metric-learners-value","metric-learners-delta"]}}
+{"op":"add","path":"/elements/metric-learners-label","value":{"type":"TextContent","props":{"text":"Active Learners This Week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-learners-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/activeLearners"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-learners-delta","value":{"type":"Tag","props":{"text":"↑ 12% vs last week","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["metric-completion-label","metric-completion-value","metric-completion-progress"]}}
+{"op":"add","path":"/elements/metric-completion-label","value":{"type":"TextContent","props":{"text":"Course Completion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/completionRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-progress","value":{"type":"Progress","props":{"value":73,"label":"73% of enrolled learners completed"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["metric-quiz-label","metric-quiz-value","metric-quiz-delta"]}}
+{"op":"add","path":"/elements/metric-quiz-label","value":{"type":"TextContent","props":{"text":"Average Quiz Score","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgQuizScore"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-delta","value":{"type":"Tag","props":{"text":"↑ 3.2 pts improvement","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,247","completionRate":"73%","avgQuizScore":"82.4%"}}
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+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement Trend","subtitle":"Weekly active sessions over the past 8 weeks"},"children":[]}}
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+{"op":"add","path":"/elements/engagement-series-sessions","value":{"type":"Series","props":{"category":"Active Sessions","values":[820,940,1010,980,1100,1150,1200,1247]},"children":[]}}
+{"op":"add","path":"/elements/engagement-series-completions","value":{"type":"Series","props":{"category":"Module Completions","values":[310,380,420,390,460,510,540,580]},"children":[]}}
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+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Courses Ranked by Enrollment","subtitle":"Top 6 courses by total enrolled learners"},"children":[]}}
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+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":[482,391,347,298,254,213]},"children":[]}}
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+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Learners at Risk of Dropping Out","subtitle":"Based on inactivity, low scores, and missed deadlines"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-alert","value":{"type":"Alert","props":{"title":"18 learners flagged","description":"These learners have shown declining engagement patterns over the last 2 weeks. Consider outreach.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-table","value":{"type":"Table","props":{"columns":["col-name","col-course","col-risk","col-last-active","col-score"]},"children":[]}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Learner","data":["Sarah Chen","Marcus Johnson","Priya Patel","Alex Rivera","Jordan Kim"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-course","value":{"type":"Col","props":{"label":"Course","data":["ML Essentials","Python Fundamentals","Cloud Architecture","Data Visualization","Cybersecurity Basics"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-risk","value":{"type":"Col","props":{"label":"Risk Level","data":["High","High","Medium","Medium","Low"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-last-active","value":{"type":"Col","props":{"label":"Last Active","data":["12 days ago","9 days ago","7 days ago","6 days ago","5 days ago"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-score","value":{"type":"Col","props":{"label":"Avg Score","data":["41%","38%","52%","55%","61%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["message-header","message-dialog"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Cohort Communication","subtitle":"Send a message to an entire cohort or specific at-risk learners"},"children":[]}}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"✉️ Message a Cohort","title":"Send Cohort Message","description":"Compose and send a message to all learners in the selected cohort.","triggerVariant":"default","content":["msg-cohort-select","msg-subject-field","msg-body-field","msg-send-btn"]},"children":[]}}
+{"op":"add","path":"/elements/msg-cohort-select","value":{"type":"FormControl","props":{"label":"Target Cohort","input":"msg-cohort-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-cohort-input","value":{"type":"Select","props":{"name":"targetCohort","placeholder":"Choose cohort","value":{"$bindState":"/messageForm/cohort"},"items":["msg-cohort-opt-1","msg-cohort-opt-2","msg-cohort-opt-3"]},"children":[]}}
+{"op":"add","path":"/elements/msg-cohort-opt-1","value":{"type":"SelectItem","props":{"value":"q1-2024","label":"Q1 2024 Onboarding (86 learners)"},"children":[]}}
+{"op":"add","path":"/elements/msg-cohort-opt-2","value":{"type":"SelectItem","props":{"value":"q2-2024","label":"Q2 2024 Engineering (142 learners)"},"children":[]}}
+{"op":"add","path":"/elements/msg-cohort-opt-3","value":{"type":"SelectItem","props":{"value":"q3-2024","label":"Q3 2024 Leadership (67 learners)"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-field","value":{"type":"FormControl","props":{"label":"Subject","input":"msg-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Reminder: Quiz deadline this Friday","value":{"$bindState":"/messageForm/subject"}},"children":[]}}
+{"op":"add","path":"/elements/msg-body-field","value":{"type":"FormControl","props":{"label":"Message","input":"msg-body-input"},"children":[]}}
+{"op":"add","path":"/elements/msg-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message to the cohort...","rows":4,"value":{"$bindState":"/messageForm/body"}},"children":[]}}
+{"op":"add","path":"/elements/msg-send-btn","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageForm","value":{"cohort":"","subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..9d420fb00
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,24 @@
+
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+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","controls","export-callout","best-callout","kpi-row","visitors-card","insights-row","email-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Marketing Weekly Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Weekly performance overview · ${/dateRange}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"Last 30 days"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"start","wrap":true},"children":["date-control","export-button"]}}
+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Date range","input":"date-select","hint":"Updates the reporting period shown across the dashboard"},"children":[]}}
+{"op":"add","path":"/elements/date-select","value":{"type":"Select","props":{"name":"dateRange","placeholder":"Choose a range","value":{"$bindState":"/dateRange"},"size":"medium","items":["date-opt-7","date-opt-14","date-opt-30","date-opt-90"]},"children":[]}}
+{"op":"add","path":"/elements/date-opt-7","value":{"type":"SelectItem","props":{"value":"Last 7 days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/date-opt-14","value":{"type":"SelectItem","props":{"value":"Last 14 days","label":"Last 14 days"},"children":[]}}
+{"op":"add","path":"/elements/date-opt-30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/date-opt-90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/export-callout","value":{"type":"Callout","props":{"variant":"success","title":"Report exported","description":"The weekly marketing report export has started. You’ll receive it shortly."},"visible":{"$state":"/exportSuccess"},"children":[]}}
+{"op":"add","path":"/state/exportSuccess","value":false}
+{"op":"add","path":"/elements/best-callout","value":{"type":"Alert","props":{"variant":"success","title":{"$template":"Best performing campaign: ${/bestCampaign/name}"},"description":{"$template":"${/bestCampaign/channel} · ${/bestCampaign/conversions} conversions · ${/bestCampaign/roas} ROAS · ${/bestCampaign/spend} spend"}},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Spring Launch Bundle","channel":"Paid Social","spend":"$18,750","conversions":"2,318","roas":"5.9x"}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"start","wrap":true},"children":["kpi-visitors","kpi-conversion","kpi-email"]}}
+{"op":"add","path":"/elements/kpi-visitors","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-visitors-label","kpi-visitors-value","kpi-visitors-delta"]}}
+{"op":"add","path":"/elements/kpi-visitors-label","value":{"type":"TextContent","props":{"text":"Site visitors","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-visitors-value","value":{"
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..c0d94e246
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,12 @@
+
+
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch","justify":"start"},"children":["header","header-subtitle","controls-card","export-alert","kpis-row","visitors-card","middle-row","best-campaign-callout","email-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"Marketing Weekly Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"size":"small","text":{"$cond":{"$state":"/dateRange","eq":"last_30_days"},"$then":"Performance overview for the last 30 days","$else":"Performance overview for the selected date range"}},"children":[]}}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/state/dateRange","value":"last_30_days"}
+{"op":"add","path":"/elements/date-option-7","value":{"type":"SelectItem","props":{"value":"last_7_days","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/date-option-30","value":{"type":"SelectItem","props":{"value":"last_30_days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/date-option-90","value":{"type":"SelectItem","props":{"value":"last_90_days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/date-range-select","
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..a9bc97d08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,59 @@
+
+
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","visitors-section","traffic-section","campaigns-section","email-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"📊 Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["date-range-control","export-btn"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"Select","props":{"name":"dateRange","placeholder":"Select range","value":{"$bindState":"/dateRange"},"items":["range-7","range-30","range-90"]},"children":[]}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"value":"last-7","label":"Last 7 Days"},"children":[]}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"value":"last-30","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/range-90","value":{"type":"SelectItem","props":{"value":"last-90","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"⬇ Export Report","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"exported"}}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"last-30"}
+{"op":"add","path":"/state/exportStatus","value":""}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["metric-visitors","metric-conversion","metric-email"]}}
+{"op":"add","path":"/elements/metric-visitors","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-visitors-label","metric-visitors-value","metric-visitors-change"]}}
+{"op":"add","path":"/elements/metric-visitors-label","value":{"type":"TextContent","props":{"text":"Total Visitors","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-visitors-value","value":{"type":"TextContent","props":{"text":{"$state":"/totalVisitors"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-visitors-change","value":{"type":"Badge","props":{"text":"↑ 12.4% vs prev period","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/totalVisitors","value":"48,293"}
+{"op":"add","path":"/elements/metric-conversion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-conversion-label","metric-conversion-value","metric-conversion-change"]}}
+{"op":"add","path":"/elements/metric-conversion-label","value":{"type":"TextContent","props":{"text":"Conversion Rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-conversion-value","value":{"type":"TextContent","props":{"text":{"$state":"/conversionRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-conversion-change","value":{"type":"Badge","props":{"text":"↑ 0.3pp vs prev period","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/conversionRate","value":"3.42%"}
+{"op":"add","path":"/elements/metric-email","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-email-label","metric-email-value","metric-email-change"]}}
+{"op":"add","path":"/elements/metric-email-label","value":{"type":"TextContent","props":{"text":"Email Subscribers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-email-value","value":{"type":"TextContent","props":{"text":{"$state":"/emailSubscribers/current"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-email-change","value":{"type":"Badge","props":{"text":{"$template":"+${/emailSubscribers/growth} this month"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/state/emailSubscribers","value":{"current":"12,847","growth":"1,203","target":"15,000"}}
+{"op":"add","path":"/elements/visitors-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site Visitors — Last 30 Days","subtitle":"Daily unique visitors across all channels"},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"AreaChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14","Jun 15","Jun 16","Jun 17","Jun 18","Jun 19","Jun 20","Jun 21","Jun 22","Jun 23","Jun 24","Jun 25","Jun 26","Jun 27","Jun 28","Jun 29","Jun 30"],"series":["visitors-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":[1420,1380,1510,1620,1580,1240,1180,1650,1720,1690,1750,1810,1640,1590,1830,1920,1870,1950,2010,1890,1760,2050,2120,2080,2150,2200,2180,2250,2310,2280]},"children":[]}}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart","traffic-table"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Top 5 Traffic Sources","subtitle":"Share of total sessions this period"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Organic Search","Paid Social","Direct","Email","Referral"],"series":["traffic-series"],"variant":"grouped","xLabel":"Source","yLabel":"Share (%)"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Share %","values":[38.2,24.5,18.1,12.4,6.8]},"children":[]}}
+{"op":"add","path":"/elements/traffic-table","value":{"type":"Table","props":{"columns":["col-source","col-visitors","col-share","col-change"]},"children":[]}}
+{"op":"add","path":"/elements/col-source","value":{"type":"Col","props":{"label":"Source","data":["Organic Search","Paid Social","Direct","Email","Referral"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-visitors","value":{"type":"Col","props":{"label":"Visitors","data":["18,448","11,832","8,741","5,988","3,284"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-share","value":{"type":"Col","props":{"label":"Share","data":["38.2%","24.5%","18.1%","12.4%","6.8%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-change","value":{"type":"Col","props":{"label":"Change","data":["+8.3%","+15.1%","-2.4%","+22.7%","+4.1%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","best-campaign-callout","campaigns-table"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running Campaigns","subtitle":"Active campaigns with spend and performance"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-callout","value":{"type":"Callout","props":{"variant":"success","title":"🏆 Best Performing Campaign","description":"Summer Sale Blitz is leading with a 5.2x ROAS, generating $26,400 in revenue from $5,080 spend. Conversion rate of 6.8% is 2x the account average."},"children":[]}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["col-campaign","col-status","col-spend","col-conversions","col-roas"]},"children":[]}}
+{"op":"add","path":"/elements/col-campaign","value":{"type":"Col","props":{"label":"Campaign","data":["Summer Sale Blitz","Brand Awareness Q3","Retargeting — Cart Abandon","Newsletter Promo","Product Launch — Widget Pro"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Active","Active","Active","Active","Paused"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Spend","data":["$5,080","$3,200","$2,450","$1,100","$4,750"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-conversions","value":{"type":"Col","props":{"label":"Conversions","data":["342","89","215","67","124"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-roas","value":{"type":"Col","props":{"label":"ROAS","data":["5.2x","1.8x","4.1x","2.3x","1.4x"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/email-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["email-header","email-chart","email-progress"]}}
+{"op":"add","path":"/elements/email-header","value":{"type":"CardHeader","props":{"title":"Email Subscriber Growth — June","subtitle":"Monthly progress toward 15,000 subscriber goal"},"children":[]}}
+{"op":"add","path":"/elements/email-chart","value":{"type":"LineChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["email-growth-series"],"variant":"linear","xLabel":"Week","yLabel":"New Subscribers"},"children":[]}}
+{"op":"add","path":"/elements/email-growth-series","value":{"type":"Series","props":{"category":"New Subscribers","values":[285,312,298,308]},"children":[]}}
+{"op":"add","path":"/elements/email-progress","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["email-progress-label","email-progress-bar"]}}
+{"op":"add","path":"/elements/email-progress-label","value":{"type":"TextContent","props":{"text":{"$template":"Progress to goal: ${/emailSubscribers/current} / ${/emailSubscribers/target} subscribers"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/email-progress-bar","value":{"type":"Progress","props":{"value":85.6,"label":"85.6% of monthly target"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..632574e2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,51 @@
+
+
+{"op":"add","path":"/root","value":"page"}
+{"op":"add","path":"/elements/page","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["page-header","metrics-row","chart-card","filters-card","orders-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"E-commerce Operations Desk","subtitle":"Today's performance, refund rate, weekly volume, and recent order management"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-orders-card","metric-revenue-card","metric-aov-card","metric-refund-card"]}}
+{"op":"add","path":"/elements/metric-orders-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-orders-label","metric-orders-value"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/ordersPlacedToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/ordersPlacedToday","value":"128"}
+{"op":"add","path":"/elements/metric-revenue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-revenue-label","metric-revenue-value"]}}
+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/revenueToday","value":"$12,482.50"}
+{"op":"add","path":"/elements/metric-aov-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-aov-label","metric-aov-value"]}}
+{"op":"add","path":"/elements/metric-aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/avgOrderValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/avgOrderValue","value":"$97.52"}
+{"op":"add","path":"/elements/metric-refund-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-refund-label","metric-refund-value"]}}
+{"op":"add","path":"/elements/metric-refund-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-refund-value","value":{"type":"TextContent","props":{"text":{"$state":"/refundRateMonth"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/refundRateMonth","value":"4.2%"}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-header","chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"Order volume across the past four weeks","subtitle":"Weekly placed orders"},"children":[]}}
+{"op":"add","path":"/elements/chart-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/orderVolumeValues"}},"children":[]}}
+{"op":"add","path":"/state/orderVolumeValues","value":[]}
+{"op":"add","path":"/state/orderVolumeValues/0","value":342}
+{"op":"add","path":"/state/orderVolumeValues/1","value":389}
+{"op":"add","path":"/state/orderVolumeValues/2","value":371}
+{"op":"add","path":"/state/orderVolumeValues/3","value":418}
+{"op":"add","path":"/elements/chart","value":{"type":"BarChart","props":{"labels":{"$state":"/orderVolumeLabels"},"series":["chart-series"],"xLabel":"Week","yLabel":"Orders","variant":"grouped"},"children":[]}}
+{"op":"add","path":"/state/orderVolumeLabels","value":[]}
+{"op":"add","path":"/state/orderVolumeLabels/0","value":"Mar 3-9"}
+{"op":"add","path":"/state/orderVolumeLabels/1","value":"Mar 10-16"}
+{"op":"add","path":"/state/orderVolumeLabels/2","value":"Mar 17-23"}
+{"op":"add","path":"/state/orderVolumeLabels/3","value":"Mar 24-30"}
+{"op":"add","path":"/elements/filters-card","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"align":"end"},"children":["filter-status-control","filter-search-control"]}}
+{"op":"add","path":"/elements/filter-opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/filter-opt-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/filter-opt-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/filter-opt-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/filter-opt-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/filter-status-select","value":{"type":"Select","props":{"name":"statusFilter","items":["filter-opt-all","filter-opt-pending","filter-opt-processing","filter-opt-fulfilled","filter-opt-refunded"],"placeholder":"Filter by status","value":{"$bindState":"/statusFilter"}},"children":[]}}
+{"op":"add","path":"/state/statusFilter","value":"All"}
+{"op":"add","path":"/elements/filter-status-control","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"filter-status-select"},"children":[]}}
+{"op":"add","path":"/elements/filter-search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Search customer name","type":"text","value":{"$bindState":"/searchCustomer"}},"children":[]}}
+{"op":"add","path":"/state/searchCustomer","value":""}
+{"op":"add","path":"/elements/filter-search-control","value":{"type":"FormControl","props":{"label":"Search by customer","input":"filter-search-input","hint":"Enter the exact customer name to narrow recent orders"},"children":[]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["orders-header","order-list-header","order-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Filter, search, and mark orders fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/order-list-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"justify":"between","align":"center"},"children":["header-id","header-customer","header-total","header-status","
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..af8fad4ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,52 @@
+
+
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","chart-section","filter-section","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Live overview of today's store performance"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-orders","metric-revenue","metric-aov","metric-refund"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-orders-label","metric-orders-value"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-revenue-label","metric-revenue-value"]}}
+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-aov-label","metric-aov-value"]}}
+{"op":"add","path":"/elements/metric-aov-label","value":{"type":"TextContent","props":{"text":"Avg Order Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/avgOrderValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["metric-refund-label","metric-refund-value"]}}
+{"op":"add","path":"/elements/metric-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-refund-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/refundRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"47","revenueToday":"$12,847.50","avgOrderValue":"$273.35","refundRate":"3.2%"}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-title","weekly-chart"]}}
+{"op":"add","path":"/elements/chart-title","value":{"type":"Heading","props":{"text":"Order Volume — Past 4 Weeks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["May 5–11","May 12–18","May 19–25","May 26–Jun 1"],"series":["series-volume"],"xLabel":"Week","yLabel":"Orders"},"children":["series-volume"]}}
+{"op":"add","path":"/elements/series-volume","value":{"type":"Series","props":{"category":"Orders Placed","values":[142,168,155,189]},"children":[]}}
+{"op":"add","path":"/elements/filter-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["status-filter-ctrl","search-ctrl"]}}
+{"op":"add","path":"/elements/status-filter-ctrl","value":{"type":"FormControl","props":{"label":"Filter by Status"},"children":["status-select"]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","value":{"$bindState":"/filterStatus"},"placeholder":"All Statuses","items":["status-opt-all","status-opt-pending","status-opt-fulfilled","status-opt-shipped","status-opt-refunded"]},"children":["status-opt-all","status-opt-pending","status-opt-fulfilled","status-opt-shipped","status-opt-refunded"]}}
+{"op":"add","path":"/elements/status-opt-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-shipped","value":{"type":"SelectItem","props":{"value":"Shipped","label":"Shipped"},"children":[]}}
+{"op":"add","path":"/elements/status-opt-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/search-ctrl","value":{"type":"FormControl","props":{"label":"Search Customer"},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Type customer name…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/filterStatus","value":"All"}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["orders-title","orders-list"]}}
+{"op":"add","path":"/elements/orders-title","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
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+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id-text","order-customer-text","order-total-text"]}}
+{"op":"add","path":"/elements/order-id-text","value":{"type":"TextContent","props":{"text":{"$template":"**${id}** · ${customer}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-customer-text","value":{"type":"TextContent","props":{"text":{"$template":"Total: ${total}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-total-text","value":{"type":"TextContent","props":{"text":"","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/orders/0/status","eq":"Fulfilled"},"$then":"secondary","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/fulfill-btn","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-7841","customer":"Sarah Mitchell","total":"$189.99","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-7840","customer":"James Cooper","total":"$342.50","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-7839","customer":"Emily Zhang","total":"$95.00","status":"Shipped"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-7838","customer":"Michael Torres","total":"$528.75","status":"Pending"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-7837","customer":"Anna Kowalski","total":"$167.20","status":"Refunded"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-7836","customer":"David Chen","total":"$412.00","status":"Fulfilled"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..60bfa5abf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","filters-row","orders-section","chart-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Real-time order management and analytics"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-orders","metric-revenue","metric-aov","metric-refund"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-orders-label","metric-orders-value"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-revenue-label","metric-revenue-value"]}}
+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-aov-label","metric-aov-value"]}}
+{"op":"add","path":"/elements/metric-aov-label","value":{"type":"TextContent","props":{"text":"Avg Order Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-aov-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/avgOrderValue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-refund-label","metric-refund-value"]}}
+{"op":"add","path":"/elements/metric-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-refund-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/refundRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"47","revenueToday":"12,843.50","avgOrderValue":"273.27","refundRate":"3.2"}}
+{"op":"add","path":"/elements/filters-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["status-filter-control","search-control"]}}
+{"op":"add","path":"/elements/status-filter-control","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"statusFilter","placeholder":"All Statuses","value":{"$bindState":"/filters/status"},"items":["status-all","status-pending","status-processing","status-shipped","status-fulfilled","status-refunded"]},"children":[]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-shipped","value":{"type":"SelectItem","props":{"value":"Shipped","label":"Shipped"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search by Customer","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Type customer name…","type":"text","value":{"$bindState":"/filters/search"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"status":"All","search":""}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["orders-heading","orders-list"]}}
+{"op":"add","path":"/elements/orders-heading","value":{"type":"Heading","props":{"text":"Recent Orders","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"#${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"$${total}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"secondary","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/order-fulfill-btn","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-7841","customer":"Alice Nguyen","total":"312.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-7840","customer":"Marcus Chen","total":"189.50","status":"Processing"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-7839","customer":"Sofia Ramirez","total":"425.75","status":"Shipped"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-7838","customer":"James O'Brien","total":"98.20","status":"Fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-7837","customer":"Priya Patel","total":"267.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-7836","customer":"Liam Foster","total":"154.99","status":"Refunded"}}
+{"op":"add","path":"/state/orders/6","value":{"id":"ORD-7835","customer":"Emma Kowalski","total":"342.10","status":"Processing"}}
+{"op":"add","path":"/state/orders/7","value":{"id":"ORD-7834","customer":"David Kim","total":"78.45","status":"Fulfilled"}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["chart-heading","weekly-chart"]}}
+{"op":"add","path":"/elements/chart-heading","value":{"type":"Heading","props":{"text":"Order Volume — Past 4 Weeks","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Week 1 (May 5–11)","Week 2 (May 12–18)","Week 3 (May 19–25)","Week 4 (May 26–Jun 1)"],"series":["weekly-series"],"xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Orders Placed","values":[284,312,298,347]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..e85120fdb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","chart-section","orders-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"E-Commerce Operations Desk","subtitle":"Real-time overview of today's store performance"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-orders","kpi-revenue","kpi-aov","kpi-refund"]}}
+{"op":"add","path":"/elements/kpi-orders","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-orders-label","kpi-orders-value"]}}
+{"op":"add","path":"/elements/kpi-orders-label","value":{"type":"TextContent","props":{"text":"Orders Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-orders-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/ordersToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-revenue-label","kpi-revenue-value"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/revenueToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-aov-label","kpi-aov-value"]}}
+{"op":"add","path":"/elements/kpi-aov-label","value":{"type":"TextContent","props":{"text":"Avg Order Value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-aov-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/avgOrderValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["kpi-refund-label","kpi-refund-value"]}}
+{"op":"add","path":"/elements/kpi-refund-label","value":{"type":"TextContent","props":{"text":"Refund Rate (This Month)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-refund-value","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/refundRate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"ordersToday":"142","revenueToday":"$18,432.50","avgOrderValue":"$129.81","refundRate":"3.2%"}}
+{"op":"add","path":"/elements/chart-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-header","chart-volume"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"TextContent","props":{"text":"Order Volume — Past 4 Weeks","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/chart-volume","value":{"type":"BarChart","props":{"labels":["Week 1 (May 5–11)","Week 2 (May 12–18)","Week 3 (May 19–25)","Week 4 (May 26–Jun 1)"],"series":["series-orders"],"xLabel":"Week","yLabel":"Orders"},"children":["series-orders"]}}
+{"op":"add","path":"/elements/series-orders","value":{"type":"Series","props":{"category":"Orders","values":[874,932,1015,1103]},"children":[]}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["orders-header","orders-controls","orders-list"]}}
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+{"op":"add","path":"/elements/orders-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["search-control","status-control"]}}
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+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"searchQuery","placeholder":"e.g. Sarah Mitchell","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Filter by Status","input":"status-select"},"children":["status-select"]}}
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+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"","label":"All Statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-pending","value":{"type":"SelectItem","props":{"value":"Pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-shipped","value":{"type":"SelectItem","props":{"value":"Shipped","label":"Shipped"},"children":[]}}
+{"op":"add","path":"/elements/status-delivered","value":{"type":"SelectItem","props":{"value":"Delivered","label":"Delivered"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/state/filterStatus","value":""}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"direction":"column","gap":"none"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"clear"},"children":["order-info","order-status-badge","order-actions"]}}
+{"op":"add","path":"/elements/order-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["order-id-customer","order-total"]}}
+{"op":"add","path":"/elements/order-id-customer","value":{"type":"TextContent","props":{"text":{"$template":"${id} — ${customer}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"Total: ${total}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/orders/0/status","eq":"Refunded"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/order-actions","value":{"type":"Button","props":{"label":"Mark Fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$template":"/orders/${$index}/status"},"value":"Fulfilled"}}},"visible":{"$state":"/filterStatus","neq":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-7841","customer":"Sarah Mitchell","total":"$234.99","status":"Processing"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-7840","customer":"James Rodriguez","total":"$89.50","status":"Shipped"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-7839","customer":"Emily Chen","total":"$412.00","status":"Pending"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-7838","customer":"Michael Torres","total":"$67.25","status":"Delivered"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-7837","customer":"Aisha Patel","total":"$156.80","status":"Processing"}}
+{"op":"add","path":"/state/orders/5","value":{"id":"ORD-7836","customer":"David Kim","total":"$299.99","status":"Refunded"}}
+{"op":"add","path":"/state/orders/6","value":{"id":"ORD-7835","customer":"Laura Bennett","total":"$178.45","status":"Shipped"}}
+{"op":"add","path":"/state/orders/7","value":{"id":"ORD-7834","customer":"Chris Nakamura","total":"$54.30","status":"Pending"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..ba5a2a994
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r1.txt
@@ -0,0 +1,61 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-control","metrics-row","chart-section","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health Dashboard","subtitle":"On-Call Engineer View — Production"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"**Region:**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","value":{"$bindState":"/region"},"items":["region-opt-all","region-opt-us","region-opt-eu","region-opt-ap"]},"children":[]}}
+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-us","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-eu","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-ap","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"AP Southeast (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/region","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["uptime-card","error-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["uptime-label","uptime-value","uptime-sub"]}}
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+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$state":"/uptime"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/incidents-title","value":{"type":"Heading","props":{"text":"Open Incidents","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/endpoints-title","value":{"type":"Heading","props":{"text":"Five Slowest Endpoints","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-latency","col-p99","col-requests"]},"children":[]}}
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+{"op":"add","path":"/elements/alert-title","value":{"type":"Heading","props":{"text":"Set Alert Threshold","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alert-desc","value":{"type":"TextContent","props":{"text":"Configure the error rate percentage that triggers a page. Current threshold will fire a SEV-2 alert.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["alert-slider-control","alert-save-btn"]}}
+{"op":"add","path":"/elements/alert-slider-control","value":{"type":"FormControl","props":{"label":"Error Rate Threshold (%)","input":"alert-slider","hint":"Alert fires when error rate exceeds this value"},"children":[]}}
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+{"op":"add","path":"/state/alertThreshold","value":[3]}
+{"op":"add","path":"/elements/alert-save-btn","value":{"type":"Button","props":{"label":"Save Threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/state/alertSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..33ae18661
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r2.txt
@@ -0,0 +1,65 @@
+
+
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+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","region-selector","metrics-row","chart-section","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Service Health Dashboard","subtitle":"On-Call Engineer View"},"children":[]}}
+{"op":"add","path":"/elements/region-selector","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["region-label","region-select"]}}
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+{"op":"add","path":"/elements/region-opt-ap","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"AP Southeast (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["uptime-card","error-card"]}}
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+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["error-label","error-value","error-sub"]}}
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+{"op":"add","path":"/elements/alert-title","value":{"type":"Heading","props":{"text":"Set Alert Threshold","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["alert-metric-select","alert-threshold-input","alert-set-btn"]}}
+{"op":"add","path":"/elements/alert-metric-select","value":{"type":"FormControl","props":{"label":"Metric","input":"alert-metric-sel"},"children":[]}}
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+{"op":"add","path":"/elements/am-lat","value":{"type":"SelectItem","props":{"value":"latency","label":"P99 Latency (ms)"},"children":[]}}
+{"op":"add","path":"/state/alertMetric","value":"cpu"}
+{"op":"add","path":"/elements/alert-threshold-input","value":{"type":"FormControl","props":{"label":"Threshold","input":"alert-threshold-field","hint":"Alert fires when metric exceeds this value"},"children":[]}}
+{"op":"add","path":"/elements/alert-threshold-field","value":{"type":"Input","props":{"name":"alertThreshold","type":"number","placeholder":"e.g. 85","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":""}
+{"op":"add","path":"/elements/alert-set-btn","value":{"type":"Button","props":{"label":"Set Alert","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertConfigured","value":true}}},"children":[]}}
+{"op":"add","path":"/state/alertConfigured","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..2da6ffddf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r3.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","chart-card","incidents-card","endpoints-card","alert-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","region-select-wrap"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🛡️ Service Health Dashboard","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/region-select-wrap","value":{"type":"FormControl","props":{"label":"Region","input":"region-select"},"children":[]}}
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+{"op":"add","path":"/elements/region-opt-ap-south","value":{"type":"SelectItem","props":{"value":"ap-south-1","label":"AP South (Mumbai)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-uptime","metric-error","metric-cpu","metric-memory"]}}
+{"op":"add","path":"/elements/metric-uptime","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-uptime-label","metric-uptime-value"]}}
+{"op":"add","path":"/elements/metric-uptime-label","value":{"type":"TextContent","props":{"text":"Uptime (Q2 2025)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-uptime-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/uptime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-error","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-error-label","metric-error-value"]}}
+{"op":"add","path":"/elements/metric-error-label","value":{"type":"TextContent","props":{"text":"Error Rate (Now)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-error-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/errorRate"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/metric-cpu-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/cpu"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-memory","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-memory-label","metric-memory-value"]}}
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+{"op":"add","path":"/elements/metric-memory-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/memory"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"uptime":"99.97%","errorRate":"0.42%","cpu":"67%","memory":"74%"}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["chart-header","resource-chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"CPU & Memory — Last 24 Hours","subtitle":"Percent utilization across all pods"},"children":[]}}
+{"op":"add","path":"/elements/resource-chart","value":{"type":"LineChart","props":{"labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00","24:00"],"series":["series-cpu","series-memory"],"xLabel":"Time","yLabel":"% Utilization"},"children":[]}}
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+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2","severity":"P2","title":"Elevated 5xx on /api/v2/orders","openedAt":"34 min ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-3","severity":"P2","title":"Redis connection pool exhaustion","openedAt":"1 hr ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"inc-4","severity":"P3","title":"Slow DNS resolution in eu-west-1","openedAt":"2 hrs ago","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["endpoints-header","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"5 Slowest Endpoints","subtitle":"p99 latency over the last 15 minutes"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["col-endpoint","col-latency","col-requests","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-endpoint","value":{"type":"Col","props":{"label":"Endpoint","data":["/api/v2/checkout","/api/v2/search","/api/v1/reports/export","/api/v2/inventory/sync","/api/v1/auth/token/refresh"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-latency","value":{"type":"Col","props":{"label":"p99 Latency","data":["2,340 ms","1,870 ms","1,520 ms","1,210 ms","980 ms"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-requests","value":{"type":"Col","props":{"label":"Req/min","data":["1,240","3,890","420","860","2,100"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["🔴 Critical","🟠 Degraded","🟠 Degraded","🟡 Elevated","🟡 Elevated"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/alert-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alert-header","alert-body"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Alert Threshold","subtitle":"Set the error-rate percentage that triggers a page"},"children":[]}}
+{"op":"add","path":"/elements/alert-body","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alert-slider-wrap","alert-current"]}}
+{"op":"add","path":"/elements/alert-slider-wrap","value":{"type":"FormControl","props":{"label":"Error Rate Threshold (%)","input":"alert-slider","hint":"Current SLO target: 0.5%"},"children":[]}}
+{"op":"add","path":"/elements/alert-slider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"continuous","min":0.1,"max":5.0,"step":0.1,"value":{"$bindState":"/alertThreshold"},"label":"Threshold"},"children":[]}}
+{"op":"add","path":"/elements/alert-current","value":{"type":"Callout","props":{"variant":"info","title":"Active Threshold","description":{"$template":"You will be paged when error rate exceeds ${/alertThreshold}%."}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":1.0}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..37c8a45bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b3-server__r4.txt
@@ -0,0 +1,56 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"gap":"l"},"children":["header-row","metrics-row","chart-card","incidents-section","endpoints-section","threshold-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-titles","region-control"]}}
+{"op":"add","path":"/elements/header-titles","value":{"type":"Card","props":{"variant":"clear","gap":"xs"},"children":["title-row","heading-sub"]}}
+{"op":"add","path":"/elements/title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["heading-title","live-tag"]}}
+{"op":"add","path":"/elements/heading-title","value":{"type":"Heading","props":{"text":"Service Health · payments-api","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/live-tag","value":{"type":"Tag","props":{"text":"LIVE","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/heading-sub","value":{"type":"TextContent","props":{"text":"On-call view · Data refreshed 2 min ago · Current shift: Priya N.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Narrow to region","hint":"Filters incidents and slowest endpoints","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","value":{"$bindState":"/selectedRegion"},"items":["opt-all","opt-us","opt-eu","opt-ap"]},"children":[]}}
+{"op":"add","path":"/elements/opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/opt-us","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/opt-eu","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/opt-ap","value":{"type":"SelectItem","props":{"value":"ap-south-1","label":"AP South (Mumbai)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["uptime-card","error-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"gap":"s"},"children":["uptime-label","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"UPTIME THIS QUARTER","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/uptimePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":99.98,"label":"SLO target: 99.9%"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"Error budget remaining: 71% · 87 days in quarter window","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"gap":"s"},"children":["error-label","error-value","error-tag","error-note"]}}
+{"op":"add","path":"/elements/error-label","value":{"type":"TextContent","props":{"text":"ERROR RATE (NOW)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/errorRatePct}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-tag","value":{"type":"Tag","props":{"text":"Within threshold","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/error-note","value":{"type":"TextContent","props":{"text":"142 errors of 33.8k requests · rolling 5-minute window","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"uptimePct":99.98,"errorRatePct":0.42}}
+{"op":"add","path":"/elements/chart-card","value":{"type":"Card","props":{"gap":"m"},"children":["chart-header","chart"]}}
+{"op":"add","path":"/elements/chart-header","value":{"type":"CardHeader","props":{"title":"CPU & Memory — past 24 hours","subtitle":"Service-wide average · hourly buckets"},"children":[]}}
+{"op":"add","path":"/elements/chart","value":{"type":"LineChart","props":{"labels":["00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00","15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00"],"series":["series-cpu","series-mem"],"variant":"natural","xLabel":"Hour (UTC)","yLabel":"% utilization"},"children":[]}}
+{"op":"add","path":"/elements/series-cpu","value":{"type":"Series","props":{"category":"CPU %","values":[42,40,38,36,35,37,44,52,58,63,66,71,74,69,64,61,58,62,67,72,68,59,51,46]},"children":[]}}
+{"op":"add","path":"/elements/series-mem","value":{"type":"Series","props":{"category":"Memory %","values":[54,54,55,55,56,56,57,58,60,61,62,63,64,64,65,66,66,67,68,69,69,70,70,71]},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"gap":"m"},"children":["incidents-header","inc-all-group","inc-us-group","inc-eu-group","inc-ap-group","incidents-hint"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open Incidents","subtitle":"Severity-tagged queue · acknowledge to clear from the queue"},"children":[]}}
+{"op":"add","path":"/elements/inc-all-group","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"visible":{"$or":[{"$state":"/selectedRegion","eq":"all"},{"$state":"/selectedRegion","not":true}]},"children":["inc-repeat-us","inc-repeat-eu","inc-repeat-ap"]}}
+{"op":"add","path":"/elements/inc-us-group","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"visible":{"$state":"/selectedRegion","eq":"us-east-1"},"children":["inc-repeat-us"]}}
+{"op":"add","path":"/elements/inc-eu-group","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"visible":{"$state":"/selectedRegion","eq":"eu-west-1"},"children":["inc-repeat-eu"]}}
+{"op":"add","path":"/elements/inc-ap-group","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"visible":{"$state":"/selectedRegion","eq":"ap-south-1"},"children":["inc-repeat-ap"]}}
+{"op":"add","path":"/elements/inc-repeat-us","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/incidents/usEast","key":"id"},"children":["inc-card-us"]}}
+{"op":"add","path":"/elements/inc-repeat-eu","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/incidents/euWest","key":"id"},"children":["inc-card-eu"]}}
+{"op":"add","path":"/elements/inc-repeat-ap","value":{"type":"Card","props":{"variant":"clear","gap":"s"},"repeat":{"statePath":"/incidents/apSouth","key":"id"},"children":["inc-card-ap"]}}
+{"op":"add","path":"/elements/inc-card-us","value":{"type":"Card","props":{"gap":"s"},"children":["inc-top","inc-meta","inc-ack-us"]}}
+{"op":"add","path":"/elements/inc-card-eu","value":{"type":"Card","props":{"gap":"s"},"children":["inc-top","inc-meta","inc-ack-eu"]}}
+{"op":"add","path":"/elements/inc-card-ap","value":{"type":"Card","props":{"gap":"s"},"children":["inc-top","inc-meta","inc-ack-ap"]}}
+{"op":"add","path":"/elements/inc-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["inc-sev-tag","inc-title"]}}
+{"op":"add","path":"/elements/inc-sev-tag","value":{"type":"Tag","props":{"text":{"$item":"sev"},"variant":{"$item":"sevVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/inc-title","value":{"type":"TextContent","props":{"text":{"$item":"title"}},"children":[]}}
+{"op":"add","path":"/elements/inc-meta","value":{"type":"TextContent","props":{"text":{"$template":"${service} · ${regionLabel} · opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/inc-ack-us","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents/usEast","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/inc-ack-eu","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents/euWest","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/inc-ack-ap","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/incidents/apSouth","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/elements/incidents-hint","value":{"type":"TextContent","props":{"text":"Acknowledging removes the incident from the open queue and attaches your handle to the incident timeline.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/incidents/usEast","value":[]}
+{"op":"add","path":"/state/incidents/usEast/0","value":{"id":"inc-4312","sev":"SE
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..e7ff17772
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,152 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","hub-selector","metrics-row","weather-advisory","delayed-callout","cancellations-alert","flights-section","connections-section","gate-changes-section","crews-section","rebook-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Hub Operations Desk","subtitle":"Real-time flight operations monitoring"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"TextContent","props":{"text":"**Active Hub:**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","value":{"$bindState":"/activeHub"},"items":["hub-opt-atl","hub-opt-ord","hub-opt-dfw","hub-opt-den"]},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Atlanta (ATL)"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"Denver (DEN)"},"children":[]}}
+{"op":"add","path":"/state/activeHub","value":"ATL"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["otp-card","pax-load-card","turnaround-card","cancellations-count-card"]}}
+{"op":"add","path":"/elements/otp-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["otp-title","otp-progress","otp-detail"]}}
+{"op":"add","path":"/elements/otp-title","value":{"type":"TextContent","props":{"text":"On-Time Performance","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/otpPercent"},"label":{"$template":"${/metrics/otpPercent}% on-time"}},"children":[]}}
+{"op":"add","path":"/elements/otp-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimeCount} of ${/metrics/totalFlights} flights departed on time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"otpPercent":78,"onTimeCount":142,"totalFlights":182,"paxLoad":84,"turnaroundMin":38,"cancellations":4}}
+{"op":"add","path":"/elements/pax-load-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["pax-title","pax-progress","pax-detail"]}}
+{"op":"add","path":"/elements/pax-title","value":{"type":"TextContent","props":{"text":"Avg Passenger Load","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/pax-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/paxLoad"},"label":{"$template":"${/metrics/paxLoad}% capacity"}},"children":[]}}
+{"op":"add","path":"/elements/pax-detail","value":{"type":"TextContent","props":{"text":"Across all departures today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["turnaround-title","turnaround-value","turnaround-detail"]}}
+{"op":"add","path":"/elements/turnaround-title","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/turnaroundMin} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-detail","value":{"type":"TextContent","props":{"text":"Target: 35 min | Variance: +3 min","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cancellations-count-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["cancel-title","cancel-value","cancel-detail"]}}
+{"op":"add","path":"/elements/cancel-title","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancellations} flights"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-detail","value":{"type":"TextContent","props":{"text":"2 weather · 1 mechanical · 1 crew","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Callout","props":{"variant":"warning","title":"Weather Advisory — ATL Hub","description":"Thunderstorms expected 14:00–18:00 local. Ground stop possible for Concourses T & B. Wind gusts up to 35 kts. Recommend pre-positioning de-ice equipment and holding inbound flights at origin where feasible."},"children":[]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"Heading","props":{"text":"⚠️ Delayed Flights","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["delayed-info","delayed-badge"]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo} — ${route} | Gate ${gate} | Delay: ${delayMin} min (${reason})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-badge","value":{"type":"Badge","props":{"text":{"$item":"delayMin"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flightNo":"DL 1423","route":"ATL → LAX","gate":"B12","delayMin":45,"reason":"Late inbound"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flightNo":"DL 887","route":"ATL → JFK","gate":"T4","delayMin":62,"reason":"Weather"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flightNo":"DL 2201","route":"ATL → MIA","gate":"B7","delayMin":30,"reason":"Crew swap"}}
+{"op":"add","path":"/state/delayedFlights/3","value":{"id":"d4","flightNo":"DL 556","route":"ATL → SEA","gate":"C3","delayMin":90,"reason":"Mechanical"}}
+{"op":"add","path":"/elements/cancellations-alert","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["cancel-header","cancel-list"]}}
+{"op":"add","path":"/elements/cancel-header","value":{"type":"Heading","props":{"text":"🚫 Cancellations Today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cancel-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/cancelledFlights","key":"id"},"children":["cancel-item"]}}
+{"op":"add","path":"/elements/cancel-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["cancel-info","cancel-reason-badge"]}}
+{"op":"add","path":"/elements/cancel-info","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo} — ${route} | Scheduled ${schedTime} | ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cancel-reason-badge","value":{"type":"Badge","props":{"text":{"$item":"reason"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/cancelledFlights","value":[]}
+{"op":"add","path":"/state/cancelledFlights/0","value":{"id":"c1","flightNo":"DL 310","route":"ATL → BOS","schedTime":"06:15","reason":"Weather"}}
+{"op":"add","path":"/state/cancelledFlights/1","value":{"id":"c2","flightNo":"DL 1987","route":"ATL → MSP","schedTime":"07:40","reason":"Mechanical"}}
+{"op":"add","path":"/state/cancelledFlights/2","value":{"id":"c3","flightNo":"DL 442","route":"ATL → PHX","schedTime":"09:20","reason":"Weather"}}
+{"op":"add","path":"/state/cancelledFlights/3","value":{"id":"c4","flightNo":"DL 768","route":"ATL → SLC","schedTime":"11:05","reason":"Crew"}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-header","flights-table"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"Heading","props":{"text":"Flight Board — Next Departures","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-flight","col-route","col-gate","col-status","col-std"]},"children":[]}}
+{"op":"add","path":"/elements/col-flight","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/flights/flightNo"}},"children":[]}}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flights/route"}},"children":[]}}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flights/gate"}},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flights/status"}},"children":[]}}
+{"op":"add","path":"/elements/col-std","value":{"type":"Col","props":{"label":"STD","data":{"$state":"/flights/std"}},"children":[]}}
+{"op":"add","path":"/state/flights","value":{"flightNo":[],"route":[],"gate":[],"status":[],"std":[]}}
+{"op":"add","path":"/state/flights/flightNo/0","value":"DL 1423"}
+{"op":"add","path":"/state/flights/route/0","value":"ATL → LAX"}
+{"op":"add","path":"/state/flights/gate/0","value":"B12"}
+{"op":"add","path":"/state/flights/status/0","value":"Delayed +45"}
+{"op":"add","path":"/state/flights/std/0","value":"13:30"}
+{"op":"add","path":"/state/flights/flightNo/1","value":"DL 887"}
+{"op":"add","path":"/state/flights/route/1","value":"ATL → JFK"}
+{"op":"add","path":"/state/flights/gate/1","value":"T4"}
+{"op":"add","path":"/state/flights/status/1","value":"Delayed +62"}
+{"op":"add","path":"/state/flights/std/1","value":"13:45"}
+{"op":"add","path":"/state/flights/flightNo/2","value":"DL 2201"}
+{"op":"add","path":"/state/flights/route/2","value":"ATL → MIA"}
+{"op":"add","path":"/state/flights/gate/2","value":"B7"}
+{"op":"add","path":"/state/flights/status/2","value":"Boarding"}
+{"op":"add","path":"/state/flights/std/2","value":"14:00"}
+{"op":"add","path":"/state/flights/flightNo/3","value":"DL 556"}
+{"op":"add","path":"/state/flights/route/3","value":"ATL → SEA"}
+{"op":"add","path":"/state/flights/gate/3","value":"C3"}
+{"op":"add","path":"/state/flights/status/3","value":"Delayed +90"}
+{"op":"add","path":"/state/flights/std/3","value":"14:10"}
+{"op":"add","path":"/state/flights/flightNo/4","value":"DL 1098"}
+{"op":"add","path":"/state/flights/route/4","value":"ATL → ORD"}
+{"op":"add","path":"/state/flights/gate/4","value":"A19"}
+{"op":"add","path":"/state/flights/status/4","value":"On Time"}
+{"op":"add","path":"/state/flights/std/4","value":"14:20"}
+{"op":"add","path":"/state/flights/flightNo/5","value":"DL 334"}
+{"op":"add","path":"/state/flights/route/5","value":"ATL → DTW"}
+{"op":"add","path":"/state/flights/gate/5","value":"A3"}
+{"op":"add","path":"/state/flights/status/5","value":"On Time"}
+{"op":"add","path":"/state/flights/std/5","value":"14:35"}
+{"op":"add","path":"/state/flights/flightNo/6","value":"DL 719"}
+{"op":"add","path":"/state/flights/route/6","value":"ATL → SFO"}
+{"op":"add","path":"/state/flights/gate/6","value":"C8"}
+{"op":"add","path":"/state/flights/status/6","value":"On Time"}
+{"op":"add","path":"/state/flights/std/6","value":"14:50"}
+{"op":"add","path":"/state/flights/flightNo/7","value":"DL 1550"}
+{"op":"add","path":"/state/flights/route/7","value":"ATL → IAH"}
+{"op":"add","path":"/state/flights/gate/7","value":"B22"}
+{"op":"add","path":"/state/flights/status/7","value":"Gate Changed"}
+{"op":"add","path":"/state/flights/std/7","value":"15:05"}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["connections-header","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"Heading","props":{"text":"🔗 Connections at Risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-item"]}}
+{"op":"add","path":"/elements/connection-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["connection-info","connection-badge"]}}
+{"op":"add","path":"/elements/connection-info","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound} | ${paxCount} pax | Buffer: ${bufferMin} min (min req: ${minReq} min)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connection-badge","value":{"type":"Badge","props":{"text":{"$template":"${bufferMin} min"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"r1","inbound":"DL 887 (JFK)","outbound":"DL 2045 (LAX)","paxCount":23,"bufferMin":12,"minReq":35}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"r2","inbound":"DL 1423 (LAX)","outbound":"DL 670 (MCO)","paxCount":15,"bufferMin":8,"minReq":30}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"r3","inbound":"DL 556 (SEA)","outbound":"DL 1122 (BOS)","paxCount":31,"bufferMin":5,"minReq":35}}
+{"op":"add","path":"/state/connectionsAtRisk/3","value":{"id":"r4","inbound":"DL 310 (BOS)","outbound":"DL 901 (DFW)","paxCount":9,"bufferMin":0,"minReq":30}}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"Heading","props":{"text":"🔄 Recent Gate Changes","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["gate-change-info","gate-change-time"]}}
+{"op":"add","path":"/elements/gate-change-info","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo}: Gate ${oldGate} → Gate ${newGate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flightNo":"DL 1550","oldGate":"B14","newGate":"B22","time":"12:45"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flightNo":"DL 2201","oldGate":"B3","newGate":"B7","time":"12:30"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flightNo":"DL 719","oldGate":"C12","newGate":"C8","time":"11:55"}}
+{"op":"add","path":"/state/gateChanges/3","value":{"id":"g4","flightNo":"DL 1098","oldGate":"A25","newGate":"A19","time":"11:20"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"Heading","props":{"text":"👥 Crews Available for Reassignment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["crew-info","crew-status-badge"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"${name} | ${role} | Base: ${base} | Legal until ${legalUntil}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"cr1","name":"Capt. R. Martinez","role":"Captain","base":"ATL","legalUntil":"22:00","status":"Available"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"cr2","name":"FO J. Chen","role":"First Officer","base":"ATL","legalUntil":"21:30","status":"Available"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"cr3","name":"FA T. Williams","role":"Flight Attendant","base":"ATL","legalUntil":"23:00","status":"Available"}}
+{"op":"add","path":"/state/availableCrews/3","value":{"id":"cr4","name":"FA S. Patel","role":"Flight Attendant","base":"ATL","legalUntil":"20:45","status":"Standby"}}
+{"op":"add","path":"/state/availableCrews/4","value":{"id":"cr5","name":"Capt. L. Johnson","role":"Captain","base":"ATL","legalUntil":"23:30","status":"Available"}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["rebook-header","rebook-dialog"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"Heading","props":{"text":"🎫 Passenger Rebooking","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open Rebooking Tool","title":"Rebook Affected Passengers","description":"Search and rebook passengers impacted by delays, cancellations, or missed connections.","triggerVariant":"default","content":["rebook-form"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebookForm","buttons":"rebook-buttons","fields":["rebook-flight-field","rebook-pnr-field","rebook-action-field"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-field","value":{"type":"FormControl","props":{"label":"Affected Flight","input":"rebook-flight-input","hint":"Enter the cancelled or delayed flight number"},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-input","value":{"type":"Input","props":{"name":"affectedFlight","placeholder":"e.g. DL 310","value":{"$bindState":"/rebook/affectedFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-pnr-field","value":{"type":"FormControl","props":{"label":"PNR / Confirmation (optional)","input":"rebook-pnr-input","hint":"Leave blank to rebook all passengers on the flight"},"children":[]}}
+{"op":"add","path":"/elements/rebook-pnr-input","value":{"type":"Input","props":{"name":"pnr","placeholder":"e.g. ABC123","value":{"$bindState":"/rebook/pnr"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-action-field","value":{"type":"FormControl","props":{"label":"Rebook To","input":"rebook-action-select"},"children":[]}}
+{"op":"add","path":"/elements/rebook-action-select","value":{"type":"Select","props":{"name":"rebookAction","placeholder":"Select rebooking option","value":{"$bindState":"/rebook/action"},"items":["rebook-opt-next","rebook-opt-alt","rebook-opt-refund"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-next","value":{"type":"SelectItem","props":{"value":"next","label":"Next available flight same route"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-alt","value":{"type":"SelectItem","props":{"value":"alt","label":"Alternative routing"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-refund","value":{"type":"SelectItem","props":{"value":"refund","label":"Process refund"},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-submit-btn","rebook-cancel-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-submit-btn","value":{"type":"Button","props":{"label":"Rebook Passengers","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebook/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-cancel-btn","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/rebook","value":{"affectedFlight":"","pnr":"","action":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..64adb9809
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,106 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["hub-header","metrics-row","weather-advisory","delayed-alert","flights-card","ops-sections","rebook-dialog"]}}
+{"op":"add","path":"/elements/hub-header","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["hub-title","hub-select-control"]}}
+{"op":"add","path":"/elements/hub-title","value":{"type":"Heading","props":{"text":"✈️ Hub Operations Desk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"Active Hub","input":"hub-select"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","value":{"$bindState":"/currentHub"},"items":["hub-opt-atl","hub-opt-dfw","hub-opt-ord","hub-opt-den"],"placeholder":"Select hub"},"on":{"change":{"action":"setState","params":{"statePath":"/currentHub","value":{"$state":"/currentHub"}}}},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta Hartsfield-Jackson"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver International"},"children":[]}}
+{"op":"add","path":"/state/currentHub","value":"ATL"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"stretch"},"children":["metric-otp","metric-load","metric-turnaround"]}}
+{"op":"add","path":"/elements/metric-otp","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-otp-label","metric-otp-value","metric-otp-bar"]}}
+{"op":"add","path":"/elements/metric-otp-label","value":{"type":"TextContent","props":{"text":"On-Time Performance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/otp}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-bar","value":{"type":"Progress","props":{"value":{"$state":"/metrics/otp"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-load-label","metric-load-value","metric-load-bar"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/passengerLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/metrics/passengerLoad"},"label":"Capacity utilization"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-turn-label","metric-turn-value","metric-turn-note"]}}
+{"op":"add","path":"/elements/metric-turn-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-turn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/turnaroundTime} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-turn-note","value":{"type":"TextContent","props":{"text":"Target: 45 min","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"otp":82.4,"passengerLoad":87.3,"turnaroundTime":52}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Callout","props":{"variant":"warning","title":"⛈️ Weather Advisory — ATL Hub","description":"Thunderstorms expected 14:00–18:00 local. Ground stop possible for Runways 26R/27L. Wind gusts to 35 kts. Recommend pre-tactical rerouting for westbound departures."},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"🚨 Delayed Flights","subtitle":"Flights currently operating behind schedule"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["delayed-item-info","delayed-item-badge"]}}
+{"op":"add","path":"/elements/delayed-item-info","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo} · ${route} · Gate ${gate} · Delayed ${delayMin} min (${reason})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-badge","value":{"type":"Badge","props":{"text":{"$item":"delayMin"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flightNo":"DL 1424","route":"ATL → LAX","gate":"B12","delayMin":45,"reason":"Late inbound aircraft"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flightNo":"DL 887","route":"ATL → JFK","gate":"A31","delayMin":30,"reason":"Crew scheduling"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flightNo":"DL 2210","route":"ATL → MCO","gate":"C4","delayMin":65,"reason":"Thunderstorm hold"}}
+{"op":"add","path":"/state/delayedFlights/3","value":{"id":"d4","flightNo":"DL 553","route":"ATL → SFO","gate":"B28","delayMin":20,"reason":"Maintenance check"}}
+{"op":"add","path":"/elements/flights-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-header","flights-table"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"title":"📋 Flight Board — Departures","subtitle":"Next scheduled departures from ATL"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-flight","col-route","col-gate","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-flight","value":{"type":"Col","props":{"label":"Flight #","data":["DL 1424","DL 887","DL 2210","DL 553","DL 301","DL 1198","DL 762","DL 445"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","data":["ATL → LAX","ATL → JFK","ATL → MCO","ATL → SFO","ATL → BOS","ATL → SEA","ATL → MIA","ATL → DEN"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","data":["B12","A31","C4","B28","A7","D15","C22","B3"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["DELAYED 45m","DELAYED 30m","DELAYED 65m","DELAYED 20m","ON TIME","ON TIME","BOARDING","ON TIME"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/ops-sections","value":{"type":"SectionBlock","props":{"sections":["section-gate-changes","section-connections","section-cancellations","section-crews"],"isFoldable":true},"children":[]}}
+{"op":"add","path":"/elements/section-gate-changes","value":{"type":"SectionItem","props":{"value":"gates","trigger":"🔄 Recent Gate Changes (3)","content":["gate-changes-list"]},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["gate-change-text","gate-change-time"]}}
+{"op":"add","path":"/elements/gate-change-text","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo}: Gate ${oldGate} → Gate ${newGate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flightNo":"DL 301","oldGate":"A12","newGate":"A7","time":"11:42"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flightNo":"DL 1198","oldGate":"D3","newGate":"D15","time":"11:15"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flightNo":"DL 762","oldGate":"C18","newGate":"C22","time":"10:58"}}
+{"op":"add","path":"/elements/section-connections","value":{"type":"SectionItem","props":{"value":"connections","trigger":"⚠️ Connections at Risk (4)","content":["connections-list"]},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-item"]}}
+{"op":"add","path":"/elements/connection-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["connection-info","connection-risk-badge"]}}
+{"op":"add","path":"/elements/connection-info","value":{"type":"TextContent","props":{"text":{"$template":"${inboundFlight} → ${outboundFlight} · ${route} · ${timeRemaining} min remaining · ${paxCount} pax"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connection-risk-badge","value":{"type":"Badge","props":{"text":{"$item":"riskLevel"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"c1","inboundFlight":"DL 2045","outboundFlight":"DL 1424","route":"MIA→ATL→LAX","timeRemaining":12,"paxCount":34,"riskLevel":"CRITICAL"}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"c2","inboundFlight":"DL 678","outboundFlight":"DL 887","route":"BOS→ATL→JFK","timeRemaining":18,"paxCount":22,"riskLevel":"HIGH"}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"c3","inboundFlight":"DL 1590","outboundFlight":"DL 2210","route":"DTW→ATL→MCO","timeRemaining":25,"paxCount":41,"riskLevel":"HIGH"}}
+{"op":"add","path":"/state/connectionsAtRisk/3","value":{"id":"c4","inboundFlight":"DL 934","outboundFlight":"DL 553","route":"RDU→ATL→SFO","timeRemaining":30,"paxCount":15,"riskLevel":"MEDIUM"}}
+{"op":"add","path":"/elements/section-cancellations","value":{"type":"SectionItem","props":{"value":"cancellations","trigger":"❌ Cancellations Today (3)","content":["cancellations-list"]}}
+{"op":"add","path":"/elements/cancellations-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/cancellations","key":"id"},"children":["cancellation-item"]}}
+{"op":"add","path":"/elements/cancellation-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["cancellation-info","cancellation-pax"]}}
+{"op":"add","path":"/elements/cancellation-info","value":{"type":"TextContent","props":{"text":{"$template":"${flightNo} · ${route} · ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cancellation-pax","value":{"type":"Badge","props":{"text":{"$template":"${paxAffected} pax"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/cancellations","value":[]}
+{"op":"add","path":"/state/cancellations/0","value":{"id":"x1","flightNo":"DL 4102","route":"ATL → CLT","reason":"Mechanical — hydraulic leak","paxAffected":142}}
+{"op":"add","path":"/state/cancellations/1","value":{"id":"x2","flightNo":"DL 3871","route":"ATL → BNA","reason":"Crew unavailability","paxAffected":98}}
+{"op":"add","path":"/state/cancellations/2","value":{"id":"x3","flightNo":"DL 5290","route":"ATL → MSY","reason":"Weather pre-emptive cancel","paxAffected":167}}
+{"op":"add","path":"/elements/section-crews","value":{"type":"SectionItem","props":{"value":"crews","trigger":"👥 Crews Available for Reassignment (5)","content":["crews-list"]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["crew-info","crew-status-badge"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role} · Base: ${base} · Available since ${availableSince}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"cr1","name":"Capt. Maria Santos","role":"Captain (A321)","base":"ATL","availableSince":"09:30","status":"READY"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"cr2","name":"FO James Whitfield","role":"First Officer (B737)","base":"ATL","availableSince":"10:15","status":"READY"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"cr3","name":"FA Diane Okafor","role":"Lead Flight Attendant","base":"ATL","availableSince":"08:45","status":"READY"}}
+{"op":"add","path":"/state/crews/3","value":{"id":"cr4","name":"Capt. Ryan Torres","role":"Captain (A320)","base":"ATL","availableSince":"11:00","status":"RESTRICTED"}}
+{"op":"add","path":"/state/crews/4","value":{"id":"cr5","name":"FA Kevin Park","role":"Flight Attendant","base":"ATL","availableSince":"10:50","status":"READY"}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"🔁 Rebook Affected Passengers","title":"Passenger Rebooking","description":"Rebook passengers from delayed or cancelled flights onto alternative departures.","content":["rebook-form"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebookForm","fields":["rebook-fc-original","rebook-fc-passengers","rebook-fc-newflight","rebook-fc-priority"],"buttons":"rebook-buttons"},"children":[]}}
+{"op":"add","path":"/elements/rebook-fc-original","value":{"type":"FormControl","props":{"label":"Original Flight","input":"rebook-input-original","hint":"Flight number passengers are booked on"},"children":[]}}
+{"op":"add","path":"/elements/rebook-input-original","value":{"type":"Input","props":{"name":"originalFlight","placeholder":"e.g. DL 1424","value":{"$bindState":"/rebookForm/originalFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-fc-passengers","value":{"type":"FormControl","props":{"label":"Number of Passengers","input":"rebook-input-pax","hint":"Total pax to rebook"},"children":[]}}
+{"op":"add","path":"/elements/rebook-input-pax","value":{"type":"Input","props":{"name":"paxCount","placeholder":"e.g. 34","type":"number","value":{"$bindState":"/rebookForm/paxCount"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-fc-newflight","value":{"type":"FormControl","props":{"label":"Target Flight","input":"rebook-select-newflight","hint":"Alternative departure to rebook onto"},"children":[]}}
+{"op":"add","path":"/elements/rebook-select-newflight","value":{"type":"Select","props":{"name":"newFlight","value":{"$bindState":"/rebookForm/newFlight"},"items":["rebook-opt-1","rebook-opt-2","rebook-opt-3","rebook-opt-4"],"placeholder":"Select new flight"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-1","value":{"type":"SelectItem","props":{"value":"DL 301","label":"DL 301 — ATL→BOS 13:45 (Gate A7)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-2","value":{"type":"SelectItem","props":{"value":"DL 1198","label":"DL 1198 — ATL→SEA 14:10 (Gate D15)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-3","value":{"type":"SelectItem","props":{"value":"DL 762","label":"DL 762 — ATL→MIA 14:30 (Gate C22)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-4","value":{"type":"SelectItem","props":{"value":"DL 445","label":"DL 445 — ATL→DEN 15:00 (Gate B3)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-fc-priority","value":{"type":"FormControl","props":{"label":"Rebooking Priority","input":"rebook-radio-priority"},"children":[]}}
+{"op":"add","path":"/elements/rebook-radio-priority","value":{"type":"RadioGroup","props":{"name":"priority","value":{"$bindState":"/rebookForm/priority"},"items":["rebook-pri-high","rebook-pri-med","rebook-pri-low"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-pri-high","value":{"type":"RadioItem","props":{"label":"High","description":"Connection-critical passengers first","value":"high"},"children":[]}}
+{"op":"add","path":"/elements/rebook-pri-med","value":{"type":"RadioItem","props":{"label":"Medium","description":"Standard rebooking queue","value":"medium"},"children":[]}}
+{"op":"add","path":"/elements/rebook-pri-low","value":{"type":"RadioItem","props":{"label":"Low","description":"Non-urgent, flexible travelers","value":"low"},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-btn-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-btn-submit","value":{"type":"Button","props":{"label":"Confirm Rebooking","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookForm/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/rebookForm","value":{"originalFlight":"","paxCount":"","newFlight":"","priority":"high","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..127190f39
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,118 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["header-row","kpi-row","alerts-section","flights-section","ops-grid","rebook-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center"},"children":["header-title","hub-selector"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"TextContent","props":{"text":"## ✈️ Hub Operations Desk","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"TextContent","props":{"text":"**Active Hub:**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","value":{"$bindState":"/selectedHub"},"items":["hub-opt-atl","hub-opt-dfw","hub-opt-ord","hub-opt-den"]},"on":{"change":{"action":"setState","params":{"statePath":"/selectedHub","value":{"$state":"/selectedHub"}}}},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta Hartsfield-Jackson"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver International"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-ontime","kpi-load","kpi-turnaround","kpi-cancellations"]}}
+{"op":"add","path":"/elements/kpi-ontime","value":{"type":"Card","props":{"variant":"card","direction":"column","align":"center","gap":"xs"},"children":["kpi-ontime-label","kpi-ontime-value","kpi-ontime-bar"]}}
+{"op":"add","path":"/elements/kpi-ontime-label","value":{"type":"TextContent","props":{"text":"On-Time Performance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/ontime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-ontime-bar","value":{"type":"Progress","props":{"value":{"$state":"/kpi/ontime"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load","value":{"type":"Card","props":{"variant":"card","direction":"column","align":"center","gap":"xs"},"children":["kpi-load-label","kpi-load-value","kpi-load-bar"]}}
+{"op":"add","path":"/elements/kpi-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/passengerLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/kpi/passengerLoad"},"label":"Capacity utilization"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turnaround","value":{"type":"Card","props":{"variant":"card","direction":"column","align":"center","gap":"xs"},"children":["kpi-turnaround-label","kpi-turnaround-value","kpi-turnaround-note"]}}
+{"op":"add","path":"/elements/kpi-turnaround-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turnaround-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/turnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-turnaround-note","value":{"type":"Badge","props":{"text":"Target: 45 min","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancellations","value":{"type":"Card","props":{"variant":"card","direction":"column","align":"center","gap":"xs"},"children":["kpi-cancel-label","kpi-cancel-value","kpi-cancel-badge"]}}
+{"op":"add","path":"/elements/kpi-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/kpi/cancellations}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-cancel-badge","value":{"type":"Badge","props":{"text":{"$template":"${/kpi/cancellationRate}% of schedule"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/kpi","value":{"ontime":78.4,"passengerLoad":87.2,"turnaround":52,"cancellations":7,"cancellationRate":2.1}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["weather-alert","delayed-callout"]}}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Alert","props":{"title":"⛈️ Weather Advisory — ATL Hub","description":"Thunderstorms expected 14:00–18:00 local. Wind gusts to 35kt. Ground stop possible for Runway 27R. Recommend pre-emptive flow control and holding pattern staging for inbound flights.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"error","title":"🚨 Delayed Flights Requiring Attention","description":"6 flights currently delayed >30 min. DL1423 (ATL→LAX) at 95 min delay due to crew legality. DL887 (ATL→JFK) at 62 min — mechanical hold. DL2201 (ATL→MCO) at 48 min — late inbound. DL3345 (ATL→DFW) at 41 min — ATC flow. DL1098 (ATL→SEA) at 38 min — baggage loading. DL4412 (ATL→BOS) at 33 min — gate conflict."},"children":[]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["flights-header","flights-table"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"title":"Flight Board — Departures","subtitle":"Next 3 hours • Gate assignments current as of 13:42 EDT"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-flight","col-route","col-gate","col-status","col-dep"]},"children":[]}}
+{"op":"add","path":"/elements/col-flight","value":{"type":"Col","props":{"label":"Flight","data":["DL1423","DL887","DL2201","DL3345","DL1098","DL4412","DL556","DL789","DL1102","DL2290"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","data":["ATL → LAX","ATL → JFK","ATL → MCO","ATL → DFW","ATL → SEA","ATL → BOS","ATL → MIA","ATL → SFO","ATL → DTW","ATL → PHX"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","data":["B12","C4","A7","D22","B31","C18","A3","D9","B25","C11"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["DELAYED 95m","DELAYED 62m","DELAYED 48m","DELAYED 41m","DELAYED 38m","DELAYED 33m","ON TIME","ON TIME","BOARDING","ON TIME"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-dep","value":{"type":"Col","props":{"label":"Dep (Sched)","data":["13:15","13:30","13:45","14:00","14:10","14:15","14:20","14:30","14:35","14:45"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/ops-grid","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["grid-row-1","grid-row-2"]}}
+{"op":"add","path":"/elements/grid-row-1","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["gate-changes-card","connections-card"]}}
+{"op":"add","path":"/elements/gate-changes-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"CardHeader","props":{"title":"🔄 Recent Gate Changes","subtitle":"Last 2 hours"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"ListBlock","props":{"items":["gc-1","gc-2","gc-3","gc-4"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/gc-1","value":{"type":"ListItem","props":{"title":"DL1423 ATL→LAX","subtitle":"B7 → B12 | 13:05 EDT | Reason: Aircraft swap (A321→B757)"},"children":[]}}
+{"op":"add","path":"/elements/gc-2","value":{"type":"ListItem","props":{"title":"DL3345 ATL→DFW","subtitle":"D15 → D22 | 12:48 EDT | Reason: Gate conflict with DL2290"},"children":[]}}
+{"op":"add","path":"/elements/gc-3","value":{"type":"ListItem","props":{"title":"DL789 ATL→SFO","subtitle":"C22 → D9 | 12:30 EDT | Reason: Concourse C maintenance closure"},"children":[]}}
+{"op":"add","path":"/elements/gc-4","value":{"type":"ListItem","props":{"title":"DL4412 ATL→BOS","subtitle":"B19 → C18 | 12:15 EDT | Reason: Jetbridge repair at B19"},"children":[]}}
+{"op":"add","path":"/elements/connections-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["connections-header","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"CardHeader","props":{"title":"⚠️ Connections at Risk","subtitle":"Passengers likely to miss onward flights"},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"ListBlock","props":{"items":["conn-1","conn-2","conn-3","conn-4","conn-5"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/conn-1","value":{"type":"ListItem","props":{"title":"42 pax — DL1423 (LAX) → DL456 (LAX→HNL)","subtitle":"Connection window: 35 min | Required: 45 min | HIGH RISK"},"children":[]}}
+{"op":"add","path":"/elements/conn-2","value":{"type":"ListItem","props":{"title":"28 pax — DL887 (JFK) → DL220 (JFK→LHR)","subtitle":"Connection window: 40 min | Required: 60 min | HIGH RISK"},"children":[]}}
+{"op":"add","path":"/elements/conn-3","value":{"type":"ListItem","props":{"title":"19 pax — DL2201 (MCO) → DL334 (MCO→ATL→CDG)","subtitle":"Connection window: 50 min | Required: 55 min | MEDIUM RISK"},"children":[]}}
+{"op":"add","path":"/elements/conn-4","value":{"type":"ListItem","props":{"title":"15 pax — DL3345 (DFW) → DL112 (DFW→NRT)","subtitle":"Connection window: 45 min | Required: 50 min | MEDIUM RISK"},"children":[]}}
+{"op":"add","path":"/elements/conn-5","value":{"type":"ListItem","props":{"title":"8 pax — DL1098 (SEA) → DL890 (SEA→ICN)","subtitle":"Connection window: 55 min | Required: 60 min | LOW RISK"},"children":[]}}
+{"op":"add","path":"/elements/grid-row-2","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["crews-card","cancellations-card"]}}
+{"op":"add","path":"/elements/crews-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["crews-header","crews-table"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"CardHeader","props":{"title":"👨‍✈️ Crews Available for Reassignment","subtitle":"Standby / reserve crews on duty"},"children":[]}}
+{"op":"add","path":"/elements/crews-table","value":{"type":"Table","props":{"columns":["col-crew-id","col-crew-type","col-crew-base","col-crew-status","col-crew-avail"]},"children":[]}}
+{"op":"add","path":"/elements/col-crew-id","value":{"type":"Col","props":{"label":"Crew ID","data":["CRW-4412","CRW-7823","CRW-1190","CRW-5567","CRW-3301","CRW-8845"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crew-type","value":{"type":"Col","props":{"label":"Type","data":["B757 Captain + FO","A321 Captain + FO","B737 Full Crew","A320 Captain + FO","B767 Captain + FO","A319 Full Crew"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crew-base","value":{"type":"Col","props":{"label":"Base","data":["ATL","ATL","ATL","ATL","ATL","ATL"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crew-status","value":{"type":"Col","props":{"label":"Status","data":["Reserve","Reserve","Standby","Reserve","Standby","Reserve"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-crew-avail","value":{"type":"Col","props":{"label":"Available From","data":["Now","Now","14:30","Now","15:00","16:00"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/cancellations-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cancel-header","cancel-list"]}}
+{"op":"add","path":"/elements/cancel-header","value":{"type":"CardHeader","props":{"title":"❌ Cancellations Today","subtitle":"7 flights cancelled • 843 passengers affected"},"children":[]}}
+{"op":"add","path":"/elements/cancel-list","value":{"type":"ListBlock","props":{"items":["cancel-1","cancel-2","cancel-3","cancel-4","cancel-5","cancel-6","cancel-7"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/cancel-1","value":{"type":"ListItem","props":{"title":"DL2045 ATL→CLT","subtitle":"Cancelled 06:12 | Reason: Crew unavailability | 142 pax rebooked"},"children":[]}}
+{"op":"add","path":"/elements/cancel-2","value":{"type":"ListItem","props":{"title":"DL3310 ATL→RDU","subtitle":"Cancelled 07:45 | Reason: Mechanical (hydraulic leak) | 98 pax rebooked"},"children":[]}}
+{"op":"add","path":"/elements/cancel-3","value":{"type":"ListItem","props":{"title":"DL1876 ATL→BNA","subtitle":"Cancelled 08:30 | Reason: Weather (destination below minimums) | 156 pax pending"},"children":[]}}
+{"op":"add","path":"/elements/cancel-4","value":{"type":"ListItem","props":{"title":"DL4402 ATL→GSO","subtitle":"Cancelled 09:15 | Reason: Aircraft repositioning | 78 pax rebooked"},"children":[]}}
+{"op":"add","path":"/elements/cancel-5","value":{"type":"ListItem","props":{"title":"DL998 ATL→TPA","subtitle":"Cancelled 10:00 | Reason: ATC ground stop | 134 pax rebooked"},"children":[]}}
+{"op":"add","path":"/elements/cancel-6","value":{"type":"ListItem","props":{"title":"DL2267 ATL→PBI","subtitle":"Cancelled 11:20 | Reason: Crew legality | 112 pax pending"},"children":[]}}
+{"op":"add","path":"/elements/cancel-7","value":{"type":"ListItem","props":{"title":"DL5534 ATL→HSV","subtitle":"Cancelled 12:05 | Reason: Low demand / equipment swap | 67 pax rebooked"},"children":[]}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rebook-header","rebook-row"]}}
+{"op":"add","path":"/elements/rebook-header","value":{"type":"CardHeader","props":{"title":"🎫 Passenger Rebooking","subtitle":"Rebook passengers affected by delays or cancellations"},"children":[]}}
+{"op":"add","path":"/elements/rebook-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","wrap":true},"children":["rebook-dialog","rebook-bulk-dialog"]}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Rebook Individual Passenger","triggerVariant":"default","title":"Rebook Passenger","description":"Search and rebook a single passenger to an alternative flight.","content":["rebook-form"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"rebook-form","fields":["rf-pnr","rf-name","rf-orig","rf-new"],"buttons":"rebook-btns"},"children":[]}}
+{"op":"add","path":"/elements/rf-pnr","value":{"type":"FormControl","props":{"label":"PNR / Confirmation","input":"rf-pnr-input","hint":"6-character booking reference"},"children":[]}}
+{"op":"add","path":"/elements/rf-pnr-input","value":{"type":"Input","props":{"name":"pnr","placeholder":"e.g. XK4T2M","type":"text","value":{"$bindState":"/rebook/pnr"}},"children":[]}}
+{"op":"add","path":"/elements/rf-name","value":{"type":"FormControl","props":{"label":"Passenger Name","input":"rf-name-input"},"children":[]}}
+{"op":"add","path":"/elements/rf-name-input","value":{"type":"Input","props":{"name":"paxName","placeholder":"Last, First","type":"text","value":{"$bindState":"/rebook/name"}},"children":[]}}
+{"op":"add","path":"/elements/rf-orig","value":{"type":"FormControl","props":{"label":"Original Flight","input":"rf-orig-input"},"children":[]}}
+{"op":"add","path":"/elements/rf-orig-input","value":{"type":"Input","props":{"name":"origFlight","placeholder":"e.g. DL2045","type":"text","value":{"$bindState":"/rebook/origFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rf-new","value":{"type":"FormControl","props":{"label":"Rebook To Flight","input":"rf-new-select","hint":"Available alternatives will auto-populate based on route"},"children":[]}}
+{"op":"add","path":"/elements/rf-new-select","value":{"type":"Select","props":{"name":"newFlight","placeholder":"Select new flight","value":{"$bindState":"/rebook/newFlight"},"items":["rf-opt-1","rf-opt-2","rf-opt-3","rf-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/rf-opt-1","value":{"type":"SelectItem","props":{"value":"DL2047","label":"DL2047 ATL→CLT 16:30 (12 seats avail)"},"children":[]}}
+{"op":"add","path":"/elements/rf-opt-2","value":{"type":"SelectItem","props":{"value":"DL2049","label":"DL2049 ATL→CLT 18:15 (34 seats avail)"},"children":[]}}
+{"op":"add","path":"/elements/rf-opt-3","value":{"type":"SelectItem","props":{"value":"AA1822","label":"AA1822 ATL→CLT 17:00 (8 seats avail) — Partner"},"children":[]}}
+{"op":"add","path":"/elements/rf-opt-4","value":{"type":"SelectItem","props":{"value":"DL2051","label":"DL2051 ATL→CLT 20:45 (52 seats avail)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-btns","value":{"type":"Buttons","props":{"buttons":["rebook-submit","rebook-cancel"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-submit","value":{"type":"Button","props":{"label":"Confirm Rebooking","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebook/confirmed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/rebook-bulk-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Bulk Rebook Affected Passengers","triggerVariant":"destructive","title":"Bulk Rebooking","description":"Automatically rebook all passengers from a cancelled or severely delayed flight to the next available options.","content":["bulk-form"]},"children":[]}}
+{"op":"add","path":"/elements/bulk-form","value":{"type":"Form","props":{"name":"bulk-rebook","fields":["bf-flight","bf-priority"],"buttons":"bulk-btns"},"children":[]}}
+{"op":"add","path":"/elements/bf-flight","value":{"type":"FormControl","props":{"label":"Affected Flight","input":"bf-flight-select"},"children":[]}}
+{"op":"add","path":"/elements/bf-flight-select","value":{"type":"Select","props":{"name":"affectedFlight","placeholder":"Select cancelled/delayed flight","value":{"$bindState":"/bulkRebook/flight"},"items":["bf-opt-1","bf-opt-2","bf-opt-3","bf-opt-4","bf-opt-5"]},"children":[]}}
+{"op":"add","path":"/elements/bf-opt-1","value":{"type":"SelectItem","props":{"value":"DL2045","label":"DL2045 ATL→CLT (Cancelled, 142 pax)"},"children":[]}}
+{"op":"add","path":"/elements/bf-opt-2","value":{"type":"SelectItem","props":{"value":"DL1876","label":"DL1876 ATL→BNA (Cancelled, 156 pax pending)"},"children":[]}}
+{"op":"add","path":"/elements/bf-opt-3","value":{"type":"SelectItem","props":{"value":"DL2267","label":"DL2267 ATL→PBI (Cancelled, 112 pax pending)"},"children":[]}}
+{"op":"add","path":"/elements/bf-opt-4","value":{"type":"SelectItem","props":{"value":"DL1423","label":"DL1423 ATL→LAX (Delayed 95m, 42 at-risk connections)"},"children":[]}}
+{"op":"add","path":"/elements/bf-opt-5","value":{"type":"SelectItem","props":{"value":"DL887","label":"DL887 ATL→JFK (Delayed 62m, 28 at-risk connections)"},"children":[]}}
+{"op":"add","path":"/elements/bf-priority","value":{"type":"FormControl","props":{"label":"Rebooking Priority","input":"bf-priority-radio","hint":"Determines order passengers are rebooked"},"children":[]}}
+{"op":"add","path":"/elements/bf-priority-radio","value":{"type":"RadioGroup","props":{"name":"priority","items":["bf-pr-1","bf-pr-2","bf-pr-3"],"defaultValue":"connections"},"children":[]}}
+{"op":"add","path":"/elements/bf-pr-1","value":{"type":"RadioItem","props":{"label":"Connections first","description":"Prioritize passengers with onward connections at risk","value":"connections"},"children":[]}}
+{"op":"add","path":"/elements/bf-pr-2","value":{"type":"RadioItem","props":{"label":"Frequent flyers first","description":"Prioritize by loyalty tier (Diamond → Platinum → Gold)","value":"loyalty"},"children":[]}}
+{"op":"add","path":"/elements/bf-pr-3","value":{"type":"RadioItem","props":{"label":"First booked first","description":"Rebook in original booking order (FIFO)","value":"fifo"},"children":[]}}
+{"op":"add","path":"/elements/bulk-btns","value":{"type":"Buttons","props":{"buttons":["bulk-submit","bulk-cancel"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/bulk-submit","value":{"type":"Button","props":{"label":"Execute Bulk Rebook","variant":"primary","size":"medium","type":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/bulk-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/rebook","value":{"pnr":"","name":"","origFlight":"","newFlight":"","confirmed":false}}
+{"op":"add","path":"/state/bulkRebook","value":{"flight":"","priority":"connections"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..d57b757a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,113 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","hub-selector","metrics-row","weather-alert","delayed-alert","flights-section","gate-changes-section","connections-section","crews-section","rebook-dialog"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"✈️ Hub Operations Desk","subtitle":"Real-time flight operations monitoring"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"sunk"},"children":["hub-label","hub-select"]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"TextContent","props":{"text":"**Active Hub:**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","value":{"$bindState":"/activeHub"},"items":["hub-opt-1","hub-opt-2","hub-opt-3","hub-opt-4","hub-opt-5"]},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-1","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta Hartsfield-Jackson"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-2","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-3","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-4","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver International"},"children":[]}}
+{"op":"add","path":"/elements/hub-opt-5","value":{"type":"SelectItem","props":{"value":"CLT","label":"CLT — Charlotte Douglas"},"children":[]}}
+{"op":"add","path":"/state/activeHub","value":"ATL"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-otp","metric-load","metric-turnaround","metric-cancellations"]}}
+{"op":"add","path":"/elements/metric-otp","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["metric-otp-label","metric-otp-value","metric-otp-bar"]}}
+{"op":"add","path":"/elements/metric-otp-label","value":{"type":"TextContent","props":{"text":"On-Time Performance","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/otp}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-bar","value":{"type":"Progress","props":{"value":{"$state":"/metrics/otp"},"label":"Today"},"children":[]}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["metric-load-label","metric-load-value","metric-load-bar"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"Avg Passenger Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/passengerLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-bar","value":{"type":"Progress","props":{"value":{"$state":"/metrics/passengerLoad"},"label":"Capacity"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["metric-turnaround-label","metric-turnaround-value","metric-turnaround-note"]}}
+{"op":"add","path":"/elements/metric-turnaround-label","value":{"type":"TextContent","props":{"text":"Avg Turnaround Time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/turnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround-note","value":{"type":"Badge","props":{"text":"Target: 45 min","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancellations","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center","variant":"sunk"},"children":["metric-cancel-label","metric-cancel-value","metric-cancel-badge"]}}
+{"op":"add","path":"/elements/metric-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancel-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/cancellations"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancel-badge","value":{"type":"Badge","props":{"text":"3 mechanical · 2 weather","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"otp":87,"passengerLoad":82,"turnaround":42,"cancellations":5}}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Callout","props":{"variant":"warning","title":"⛈️ Weather Advisory — ATL Hub","description":"Thunderstorms expected 14:00–18:00 local. Wind gusts up to 35 kts. Ground stop possible for Runways 8L/8R. Recommend pre-emptive flow control for southbound departures."},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"Heading","props":{"text":"🚨 Delayed Flights","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["delayed-item-info","delayed-item-badge"]}}
+{"op":"add","path":"/elements/delayed-item-info","value":{"type":"TextContent","props":{"text":{"$template":"${flight} · ${route} · Gate ${gate} · Delayed ${delay} min (${reason})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-badge","value":{"type":"Tag","props":{"text":{"$item":"delay"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"DL 1423","route":"ATL → MIA","gate":"B14","delay":45,"reason":"Late inbound"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"DL 892","route":"ATL → JFK","gate":"A22","delay":30,"reason":"Crew availability"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flight":"DL 2210","route":"ATL → LAX","gate":"C08","delay":60,"reason":"Thunderstorm hold"}}
+{"op":"add","path":"/state/delayedFlights/3","value":{"id":"d4","flight":"DL 567","route":"ATL → BOS","gate":"B31","delay":25,"reason":"Maintenance check"}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["flights-header","flights-table"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"Heading","props":{"text":"📋 Flight Board — Departures","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["col-flight","col-route","col-gate","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-flight","value":{"type":"Col","props":{"label":"Flight #","data":{"$state":"/flights/flightNumbers"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-route","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flights/routes"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-gate","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flights/gates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flights/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flights","value":{"flightNumbers":[],"routes":[],"gates":[],"statuses":[]}}
+{"op":"replace","path":"/state/flights/flightNumbers","value":["DL 1423","DL 892","DL 2210","DL 567","DL 1088","DL 334","DL 771","DL 1955","DL 445","DL 2001"]}
+{"op":"replace","path":"/state/flights/routes","value":["ATL → MIA","ATL → JFK","ATL → LAX","ATL → BOS","ATL → ORD","ATL → DFW","ATL → SEA","ATL → DEN","ATL → MSP","ATL → SFO"]}
+{"op":"replace","path":"/state/flights/gates","value":["B14","A22","C08","B31","A05","C12","B19","A17","C03","B27"]}
+{"op":"replace","path":"/state/flights/statuses","value":["⚠️ Delayed 45m","⚠️ Delayed 30m","⚠️ Delayed 60m","⚠️ Delayed 25m","✅ On Time","✅ On Time","✅ Boarding","✅ On Time","❌ Cancelled","✅ On Time"]}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"Heading","props":{"text":"🔄 Recent Gate Changes","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["gate-change-info","gate-change-time"]}}
+{"op":"add","path":"/elements/gate-change-info","value":{"type":"TextContent","props":{"text":{"$template":"${flight}: Gate ${from} → Gate ${to}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"DL 1088","from":"A12","to":"A05","time":"12:45"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"DL 334","from":"B22","to":"C12","time":"12:30"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"DL 1955","from":"C01","to":"A17","time":"11:55"}}
+{"op":"add","path":"/state/gateChanges/3","value":{"id":"g4","flight":"DL 445","from":"B08","to":"C03","time":"11:20"}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["connections-header","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"Heading","props":{"text":"⚡ Connections at Risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-item"]}}
+{"op":"add","path":"/elements/connection-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["connection-info","connection-badge"]}}
+{"op":"add","path":"/elements/connection-info","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound} · ${pax} pax · MCT ${mct} min (only ${remaining} min available)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connection-badge","value":{"type":"Tag","props":{"text":"AT RISK","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"c1","inbound":"DL 614 from MCO","outbound":"DL 2210 to LAX","pax":34,"mct":40,"remaining":18}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"c2","inbound":"DL 1890 from RDU","outbound":"DL 892 to JFK","pax":22,"mct":35,"remaining":12}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"c3","inbound":"DL 445 from MSP","outbound":"DL 771 to SEA","pax":41,"mct":45,"remaining":20}}
+{"op":"add","path":"/state/connectionsAtRisk/3","value":{"id":"c4","inbound":"DL 1023 from FLL","outbound":"DL 1423 to MIA","pax":15,"mct":30,"remaining":8}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"Heading","props":{"text":"👥 Crews Available for Reassignment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["crew-info","crew-tags"]}}
+{"op":"add","path":"/elements/crew-info","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role} · Base ${base} · Available from ${availableFrom}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-tags","value":{"type":"Card","props":{"direction":"row","gap":"xs"},"children":["crew-type-tag","crew-hours-tag"]}}
+{"op":"add","path":"/elements/crew-type-tag","value":{"type":"Tag","props":{"text":{"$item":"fleet"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/crew-hours-tag","value":{"type":"Tag","props":{"text":{"$template":"${hoursLeft}h left"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"cr1","name":"Capt. R. Mitchell","role":"Captain","base":"ATL","availableFrom":"13:30","fleet":"B737","hoursLeft":6.5}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"cr2","name":"FO L. Chen","role":"First Officer","base":"ATL","availableFrom":"14:00","fleet":"A321","hoursLeft":8.0}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"cr3","name":"Capt. J. Okafor","role":"Captain","base":"ATL","availableFrom":"13:15","fleet":"B757","hoursLeft":5.5}}
+{"op":"add","path":"/state/availableCrews/3","value":{"id":"cr4","name":"FA M. Rodriguez","role":"Lead FA","base":"ATL","availableFrom":"14:30","fleet":"Wide-body","hoursLeft":9.0}}
+{"op":"add","path":"/state/availableCrews/4","value":{"id":"cr5","name":"FO A. Patel","role":"First Officer","base":"ATL","availableFrom":"13:45","fleet":"B737","hoursLeft":7.0}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"🔁 Rebook Affected Passengers","title":"Passenger Rebooking Tool","description":"Search and rebook passengers affected by delays or cancellations.","triggerVariant":"default","content":["rebook-form"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["rebook-flight-field","rebook-pax-field","rebook-newflight-field","rebook-priority-field","rebook-actions"]}}
+{"op":"add","path":"/elements/rebook-flight-field","value":{"type":"FormControl","props":{"label":"Affected Flight","input":"rebook-flight-input","hint":"Enter the delayed/cancelled flight number"},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-input","value":{"type":"Input","props":{"name":"affectedFlight","placeholder":"e.g. DL 2210","value":{"$bindState":"/rebook/affectedFlight"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-pax-field","value":{"type":"FormControl","props":{"label":"Passenger Count","input":"rebook-pax-input","hint":"Number of passengers to rebook"},"children":[]}}
+{"op":"add","path":"/elements/rebook-pax-input","value":{"type":"Input","props":{"name":"paxCount","placeholder":"e.g. 34","type":"number","value":{"$bindState":"/rebook/paxCount"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-newflight-field","value":{"type":"FormControl","props":{"label":"Rebook Onto","input":"rebook-newflight-select","hint":"Select alternate flight"},"children":[]}}
+{"op":"add","path":"/elements/rebook-newflight-select","value":{"type":"Select","props":{"name":"newFlight","placeholder":"Choose flight","value":{"$bindState":"/rebook/newFlight"},"items":["rebook-opt-1","rebook-opt-2","rebook-opt-3","rebook-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-1","value":{"type":"SelectItem","props":{"value":"DL2210-1800","label":"DL 2210 — 18:00 departure (next available)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-2","value":{"type":"SelectItem","props":{"value":"DL2215-1930","label":"DL 2215 — 19:30 departure"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-3","value":{"type":"SelectItem","props":{"value":"DL2220-2100","label":"DL 2220 — 21:00 departure"},"children":[]}}
+{"op":"add","path":"/elements/rebook-opt-4","value":{"type":"SelectItem","props":{"value":"UA1488-1845","label":"UA 1488 — 18:45 (partner, interline)"},"children":[]}}
+{"op":"add","path":"/elements/rebook-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"rebook-priority-radio","hint":"Rebooking priority tier"},"children":[]}}
+{"op":"add","path":"/elements/rebook-priority-radio","value":{"type":"RadioGroup","props":{"name":"priority","defaultValue":"standard","items":["priority-high","priority-standard","priority-low"]},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"RadioItem","props":{"label":"High","description":"Diamond/Platinum Medallion, unaccompanied minors","value":"high"},"children":[]}}
+{"op":"add","path":"/elements/priority-standard","value":{"type":"RadioItem","props":{"label":"Standard","description":"All other passengers","value":"standard"},"children":[]}}
+{"op":"add","path":"/elements/priority-low","value":{"type":"RadioItem","props":{"label":"Low","description":"Non-revenue, standby","value":"low"},"children":[]}}
+{"op":"add","path":"/elements/rebook-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["rebook-submit-btn","rebook-clear-btn"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-submit-btn","value":{"type":"Button","props":{"label":"Submit Rebooking","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebook/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-clear-btn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebook","value":{"affectedFlight":"","paxCount":"","newFlight":"","submitted":false}}}},"children":[]}}
+{"op":"add","path":"/state/rebook","value":{"affectedFlight":"","paxCount":"","newFlight":"","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..e4e0445ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,120 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances-section","transactions-section","spending-section","bills-section","goal-section","credit-section","transfer-section","freeze-section","statement-section","alerts-section","dispute-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Welcome back, Alex","subtitle":"Here's your financial overview"},"children":[]}}
+{"op":"add","path":"/elements/balances-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["balances-title","balances-row"]}}
+{"op":"add","path":"/elements/balances-title","value":{"type":"Heading","props":{"text":"Account Balances","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/balances-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["balance-checking","balance-savings","balance-credit"]}}
+{"op":"add","path":"/elements/balance-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["checking-label","checking-amount"]}}
+{"op":"add","path":"/elements/checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checking-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/checking}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balance-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["savings-label","savings-amount"]}}
+{"op":"add","path":"/elements/savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/savings-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/savings}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balance-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["credit-label","credit-amount"]}}
+{"op":"add","path":"/elements/credit-label","value":{"type":"TextContent","props":{"text":"Credit Card","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/credit-amount","value":{"type":"TextContent","props":{"text":{"$template":"-$${/accounts/credit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":{"checking":"4,285.50","savings":"12,730.00","credit":"1,842.35"}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transactions-title","transactions-list"]}}
+{"op":"add","path":"/elements/transactions-title","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["txn-merchant","txn-amount"]}}
+{"op":"add","path":"/elements/txn-merchant","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["txn-name","txn-date"]}}
+{"op":"add","path":"/elements/txn-name","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/txn-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/txn-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","date":"Jun 14, 2025","amount":"-87.32"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Netflix","date":"Jun 13, 2025","amount":"-15.99"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Direct Deposit - Acme Corp","date":"Jun 12, 2025","amount":"3,250.00"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Shell Gas Station","date":"Jun 11, 2025","amount":"-52.40"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Amazon","date":"Jun 10, 2025","amount":"-34.99"}}
+{"op":"add","path":"/elements/spending-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["spending-title","spending-chart"]}}
+{"op":"add","path":"/elements/spending-title","value":{"type":"Heading","props":{"text":"Spending by Category — June 2025","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":["Groceries","Dining","Transport","Entertainment","Shopping","Utilities"],"values":[420,185,130,95,210,165],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["bills-title","bills-list"]}}
+{"op":"add","path":"/elements/bills-title","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["bill-info","bill-due"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["bill-name","bill-amount"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"Badge","props":{"text":{"$item":"due"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric Bill","amount":"142.50","due":"Jun 18"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Internet - Comcast","amount":"79.99","due":"Jun 20"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Car Insurance","amount":"185.00","due":"Jun 22"}}
+{"op":"add","path":"/state/bills/3","value":{"id":"b4","name":"Rent","amount":"1,450.00","due":"Jul 1"}}
+{"op":"add","path":"/elements/goal-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["goal-title","goal-progress","goal-detail"]}}
+{"op":"add","path":"/elements/goal-title","value":{"type":"Heading","props":{"text":"Vacation Savings Goal","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacationGoal/percent"},"label":"Bali Trip 2025"},"children":[]}}
+{"op":"add","path":"/elements/goal-detail","value":{"type":"TextContent","props":{"text":{"$template":"$${/vacationGoal/saved} saved of $${/vacationGoal/target} goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"saved":"3,200","target":"5,000","percent":64}}
+{"op":"add","path":"/elements/credit-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["credit-title","credit-score-row"]}}
+{"op":"add","path":"/elements/credit-title","value":{"type":"Heading","props":{"text":"Credit Score","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-row","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"sunk"},"children":["credit-score-value","credit-score-badge","credit-score-note"]}}
+{"op":"add","path":"/elements/credit-score-value","value":{"type":"TextContent","props":{"text":{"$template":"${/creditScore}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-badge","value":{"type":"Tag","props":{"text":"Excellent","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-note","value":{"type":"TextContent","props":{"text":"Updated Jun 10, 2025 • +12 pts from last month","size":"small"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":782}
+{"op":"add","path":"/elements/transfer-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["transfer-title","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-title","value":{"type":"Heading","props":{"text":"Transfer Money","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","fields":["transfer-from-field","transfer-to-field","transfer-amount-field"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-field","value":{"type":"FormControl","props":{"label":"From Account","input":"transfer-from-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"Select source","value":{"$bindState":"/transfer/from"},"items":["transfer-from-checking","transfer-from-savings"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking — $4,285.50"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings — $12,730.00"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-field","value":{"type":"FormControl","props":{"label":"To Account","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"toAccount","placeholder":"Select destination","value":{"$bindState":"/transfer/to"},"items":["transfer-to-checking","transfer-to-savings"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-field","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-btn"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"","to":"","amount":""}}
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["freeze-title","freeze-status","freeze-btn"]}}
+{"op":"add","path":"/elements/freeze-title","value":{"type":"Heading","props":{"text":"Credit Line Control","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/freeze-status","value":{"type":"Alert","props":{"title":{"$cond":{"$state":"/creditFrozen"},"$then":"Credit line is FROZEN","$else":"Credit line is ACTIVE"},"description":{"$cond":{"$state":"/creditFrozen"},"$then":"No new charges can be made. Unfreeze to resume spending.","$else":"Your credit card is active and accepting charges."},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"warning","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/freeze-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/creditFrozen"},"$then":"Unfreeze Credit Line","$else":"Freeze Credit Line"},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"primary","$else":"secondary"},"type":{"$cond":{"$state":"/creditFrozen"},"$then":"normal","$else":"destructive"}},"on":{"press":{"action":"setState","params":{"statePath":"/creditFrozen","value":{"$cond":{"$state":"/creditFrozen"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["statement-title","statement-select-field"]}}
+{"op":"add","path":"/elements/statement-title","value":{"type":"Heading","props":{"text":"View Statement","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/statement-select-field","value":{"type":"FormControl","props":{"label":"Statement Period","input":"statement-select","hint":"Select a billing cycle to view or download"},"children":[]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Choose period","value":{"$bindState":"/statementPeriod"},"items":["stmt-jun","stmt-may","stmt-apr","stmt-mar","stmt-feb","stmt-jan"]},"children":[]}}
+{"op":"add","path":"/elements/stmt-jun","value":{"type":"SelectItem","props":{"value":"2025-06","label":"June 2025 (Current)"},"children":[]}}
+{"op":"add","path":"/elements/stmt-may","value":{"type":"SelectItem","props":{"value":"2025-05","label":"May 2025"},"children":[]}}
+{"op":"add","path":"/elements/stmt-apr","value":{"type":"SelectItem","props":{"value":"2025-04","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/stmt-mar","value":{"type":"SelectItem","props":{"value":"2025-03","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/stmt-feb","value":{"type":"SelectItem","props":{"value":"2025-02","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/stmt-jan","value":{"type":"SelectItem","props":{"value":"2025-01","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":""}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["alerts-title","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-title","value":{"type":"Heading","props":{"text":"Alert Preferences","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alerts","variant":"card","items":["alert-large-txn","alert-low-balance","alert-bill-due","alert-suspicious","alert-goal-milestone"]},"children":[]}}
+{"op":"add","path":"/elements/alert-large-txn","value":{"type":"SwitchItem","props":{"label":"Large Transactions","description":"Notify me of any transaction over $500","name":"largeTxn","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"label":"Low Balance Warning","description":"Alert when checking drops below $200","name":"lowBalance","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"label":"Bill Due Reminders","description":"Remind me 3 days before a bill is due","name":"billDue","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-suspicious","value":{"type":"SwitchItem","props":{"label":"Suspicious Activity","description":"Flag unusual spending patterns immediately","name":"suspicious","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-goal-milestone","value":{"type":"SwitchItem","props":{"label":"Savings Goal Milestones","description":"Celebrate when I hit 25%, 50%, 75%, 100%","name":"goalMilestone","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/dispute-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dispute-title","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-title","value":{"type":"Heading","props":{"text":"Dispute a Transaction","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Start a Dispute","triggerVariant":"outline","title":"Dispute a Transaction","description":"Select the transaction and describe the issue. Our team will review within 5-7 business days.","content":["dispute-txn-field","dispute-reason-field","dispute-details-field","dispute-submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-field","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-txn-select"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-select","value":{"type":"Select","props":{"name":"disputeTxn","placeholder":"Select transaction","items":["dispute-txn-1","dispute-txn-2","dispute-txn-3","dispute-txn-4","dispute-txn-5"]},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods Market — $87.32 (Jun 14)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-2","value":{"type":"SelectItem","props":{"value":"t2","label":"Netflix — $15.99 (Jun 13)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-3","value":{"type":"SelectItem","props":{"value":"t3","label":"Direct Deposit - Acme Corp — $3,250.00 (Jun 12)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-4","value":{"type":"SelectItem","props":{"value":"t4","label":"Shell Gas Station — $52.40 (Jun 11)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-5","value":{"type":"SelectItem","props":{"value":"t5","label":"Amazon — $34.99 (Jun 10)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-field","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-select"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-select","value":{"type":"Select","props":{"name":"disputeReason","placeholder":"Select reason","items":["reason-unauthorized","reason-duplicate","reason-wrong-amount","reason-not-received","reason-other"]},"children":[]}}
+{"op":"add","path":"/elements/reason-unauthorized","value":{"type":"SelectItem","props":{"value":"unauthorized","label":"Unauthorized charge"},"children":[]}}
+{"op":"add","path":"/elements/reason-duplicate","value":{"type":"SelectItem","props":{"value":"duplicate","label":"Duplicate charge"},"children":[]}}
+{"op":"add","path":"/elements/reason-wrong-amount","value":{"type":"SelectItem","props":{"value":"wrong_amount","label":"Incorrect amount"},"children":[]}}
+{"op":"add","path":"/elements/reason-not-received","value":{"type":"SelectItem","props":{"value":"not_received","label":"Goods/services not received"},"children":[]}}
+{"op":"add","path":"/elements/reason-other","value":{"type":"SelectItem","props":{"value":"other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/dispute-details-field","value":{"type":"FormControl","props":{"label":"Additional Details","input":"dispute-details-input","hint":"Provide any context that may help our review"},"children":[]}}
+{"op":"add","path":"/elements/dispute-details-input","value":{"type":"TextArea","props":{"name":"disputeDetails","placeholder":"Describe the issue...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/dispute-submit-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary","size":"medium"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..f3b847aa8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,107 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances-section","score-goal-row","transactions-section","spending-section","bills-section","transfer-section","freeze-section","statement-section","alerts-section","dispute-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Heading","props":{"text":"My Banking","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/balances-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["balances-header","balances-row"]}}
+{"op":"add","path":"/elements/balances-header","value":{"type":"CardHeader","props":{"title":"Account Balances"},"children":[]}}
+{"op":"add","path":"/elements/balances-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"repeat":{"statePath":"/accounts","key":"id"},"children":["balance-card"]}}
+{"op":"add","path":"/elements/balance-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["balance-name","balance-amount"]}}
+{"op":"add","path":"/elements/balance-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/balance-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${balance}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"1","name":"Checking","balance":"12,458.32"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"2","name":"Savings","balance":"34,210.00"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"3","name":"Credit Card","balance":"-2,847.19"}}
+{"op":"add","path":"/elements/score-goal-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["credit-score-card","vacation-card"]}}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["cs-label","cs-value","cs-badge"]}}
+{"op":"add","path":"/elements/cs-label","value":{"type":"TextContent","props":{"text":"Credit Score","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cs-value","value":{"type":"TextContent","props":{"text":{"$template":"${/creditScore}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cs-badge","value":{"type":"Badge","props":{"text":"Excellent","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":742}
+{"op":"add","path":"/elements/vacation-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["vac-label","vac-progress","vac-detail"]}}
+{"op":"add","path":"/elements/vac-label","value":{"type":"TextContent","props":{"text":"Vacation Savings Goal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vac-progress","value":{"type":"Progress","props":{"value":64,"label":"Vacation Fund"},"children":[]}}
+{"op":"add","path":"/elements/vac-detail","value":{"type":"TextContent","props":{"text":{"$template":"$${/vacationGoal/saved} of $${/vacationGoal/target} saved"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"saved":3200,"target":5000}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["tx-header","tx-list"]}}
+{"op":"add","path":"/elements/tx-header","value":{"type":"CardHeader","props":{"title":"Recent Transactions"},"children":[]}}
+{"op":"add","path":"/elements/tx-list","value":{"type":"Card","props":{"direction":"column","gap":"none"},"repeat":{"statePath":"/transactions","key":"id"},"children":["tx-row"]}}
+{"op":"add","path":"/elements/tx-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["tx-left","tx-amount"]}}
+{"op":"add","path":"/elements/tx-left","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["tx-merchant","tx-date"]}}
+{"op":"add","path":"/elements/tx-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"}},"children":[]}}
+{"op":"add","path":"/elements/tx-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tx-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"1","merchant":"Whole Foods Market","amount":"-$84.32","date":"Today"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"2","merchant":"Netflix","amount":"-$15.99","date":"Yesterday"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"3","merchant":"Shell Gas Station","amount":"-$52.40","date":"Yesterday"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"4","merchant":"Payroll Deposit","amount":"+$3,250.00","date":"Mar 15"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"5","merchant":"Amazon","amount":"-$67.99","date":"Mar 14"}}
+{"op":"add","path":"/elements/spending-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["spending-header","spending-chart"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending by Category","subtitle":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":["Groceries","Dining","Transport","Entertainment","Shopping","Utilities"],"values":[850,420,310,280,520,195],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills Due Soon"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"direction":"column","gap":"none"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["bill-left","bill-amount"]}}
+{"op":"add","path":"/elements/bill-left","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${due}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"}},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"1","name":"Rent","amount":"$1,800.00","due":"Apr 1"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"2","name":"Electric","amount":"$142.50","due":"Apr 5"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"3","name":"Car Insurance","amount":"$189.00","due":"Apr 8"}}
+{"op":"add","path":"/state/bills/3","value":{"id":"4","name":"Internet","amount":"$79.99","due":"Apr 12"}}
+{"op":"add","path":"/elements/transfer-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transfer-header","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Transfer Money"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transfer","buttons":"transfer-buttons","fields":["transfer-from-field","transfer-to-field","transfer-amount-field"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-field","value":{"type":"FormControl","props":{"label":"From Account","input":"transfer-from-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"Select source account","items":["tf-item-1","tf-item-2","tf-item-3"]},"children":[]}}
+{"op":"add","path":"/elements/tf-item-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking — $12,458.32"},"children":[]}}
+{"op":"add","path":"/elements/tf-item-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings — $34,210.00"},"children":[]}}
+{"op":"add","path":"/elements/tf-item-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-field","value":{"type":"FormControl","props":{"label":"To Account","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"toAccount","placeholder":"Select destination account","items":["tt-item-1","tt-item-2","tt-item-3"]},"children":[]}}
+{"op":"add","path":"/elements/tt-item-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking — $12,458.32"},"children":[]}}
+{"op":"add","path":"/elements/tt-item-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings — $34,210.00"},"children":[]}}
+{"op":"add","path":"/elements/tt-item-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-field","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number"},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-btn"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["freeze-header","freeze-desc","freeze-dialog"]}}
+{"op":"add","path":"/elements/freeze-header","value":{"type":"CardHeader","props":{"title":"Credit Line Control"},"children":[]}}
+{"op":"add","path":"/elements/freeze-desc","value":{"type":"TextContent","props":{"text":"Temporarily freeze your credit line to prevent new charges. Existing balances and automatic payments are not affected.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freeze-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Freeze Credit Line","title":"Freeze Credit Line?","description":"This will immediately block all new purchases and cash advances on your credit card. You can unfreeze it at any time.","confirmLabel":"Freeze","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["statement-header","statement-field"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"CardHeader","props":{"title":"View Statement"},"children":[]}}
+{"op":"add","path":"/elements/statement-field","value":{"type":"FormControl","props":{"label":"Statement Period","input":"statement-select"},"children":[]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Select a period","items":["sp-item-1","sp-item-2","sp-item-3","sp-item-4"]},"children":[]}}
+{"op":"add","path":"/elements/sp-item-1","value":{"type":"SelectItem","props":{"value":"jan-2025","label":"January 2025"},"children":[]}}
+{"op":"add","path":"/elements/sp-item-2","value":{"type":"SelectItem","props":{"value":"feb-2025","label":"February 2025"},"children":[]}}
+{"op":"add","path":"/elements/sp-item-3","value":{"type":"SelectItem","props":{"value":"mar-2025","label":"March 2025"},"children":[]}}
+{"op":"add","path":"/elements/sp-item-4","value":{"type":"SelectItem","props":{"value":"apr-2025","label":"April 2025"},"children":[]}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-group"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Alert Preferences"},"children":[]}}
+{"op":"add","path":"/elements/alerts-group","value":{"type":"SwitchGroup","props":{"name":"alerts","items":["alert-item-1","alert-item-2","alert-item-3","alert-item-4"],"variant":"card"},"children":[]}}
+{"op":"add","path":"/elements/alert-item-1","value":{"type":"SwitchItem","props":{"name":"large-tx","label":"Large Transactions","description":"Get notified for purchases over $500","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-item-2","value":{"type":"SwitchItem","props":{"name":"low-balance","label":"Low Balance Warning","description":"Alert when checking drops below $100","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-item-3","value":{"type":"SwitchItem","props":{"name":"bill-reminders","label":"Bill Due Reminders","description":"Remind me 3 days before each bill is due","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/alert-item-4","value":{"type":"SwitchItem","props":{"name":"unusual-activity","label":"Unusual Activity","description":"Flag suspicious or out-of-pattern transactions","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/dispute-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dispute-header","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-header","value":{"type":"CardHeader","props":{"title":"Dispute a Transaction"},"children":[]}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File a Dispute","title":"Dispute Transaction","description":"Select the transaction and describe the issue.","content":["dispute-form"]},"children":[]}}
+{"op":"add","path":"/elements/dispute-form","value":{"type":"Form","props":{"name":"dispute","buttons":"dispute-buttons","fields":["dispute-tx-field","dispute-reason-field"]},"children":[]}}
+{"op":"add","path":"/elements/dispute-tx-field","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-tx-select"},"children":[]}}
+{"op":"add","path":"/elements/dispute-tx-select","value":{"type":"Select","props":{"name":"disputeTransaction","placeholder":"Select transaction","items":["dt-item-1","dt-item-2","dt-item-3","dt-item-4","dt-item-5"]},"children":[]}}
+{"op":"add","path":"/elements/dt-item-1","value":{"type":"SelectItem","props":{"value":"tx-1","label":"Whole Foods Market — $84.32 (Today)"},"children":[]}}
+{"op":"add","path":"/elements/dt-item-2","value":{"type":"SelectItem","props":{"value":"tx-2","label":"Netflix — $15.99 (Yesterday)"},"children":[]}}
+{"op":"add","path":"/elements/dt-item-3","value":{"type":"SelectItem","props":{"value":"tx-3","label":"Shell Gas Station — $52.40 (Yesterday)"},"children":[]}}
+{"op":"add","path":"/elements/dt-item-4","value":{"type":"SelectItem","props":{"value":"tx-4","label":"Payroll Deposit — $3,250.00 (Mar 15)"},"children":[]}}
+{"op":"add","path":"/elements/dt-item-5","value":{"type":"SelectItem","props":{"value":"tx-5","label":"Amazon — $67.99 (Mar 14)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-field","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-input","hint":"Describe why you are disputing this charge"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-input","value":{"type":"TextArea","props":{"name":"disputeReason","placeholder":"e.g. I did not authorize this transaction…","rows":4},"children":[]}}
+{"op":"add","path":"/elements/dispute-buttons","value":{"type":"Buttons","props":{"buttons":["dispute-submit-btn"]},"children":[]}}
+{"op":"add","path":"/elements/dispute-submit-btn","value":{"type":"Button","props":{"label":"Submit Dispute","variant":"primary"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..5c2120262
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,125 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","balances-section","transactions-section","spending-section","bills-section","goal-section","credit-section","transfer-section","freeze-section","statement-section","alerts-section","dispute-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"My Banking","subtitle":"Welcome back, Alex"},"children":[]}}
+{"op":"add","path":"/elements/balances-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["balances-title","balances-row"]}}
+{"op":"add","path":"/elements/balances-title","value":{"type":"Heading","props":{"text":"Account Balances","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/balances-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["balance-checking","balance-savings","balance-credit"]}}
+{"op":"add","path":"/elements/balance-checking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["checking-label","checking-amount"]}}
+{"op":"add","path":"/elements/checking-label","value":{"type":"TextContent","props":{"text":"Checking","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/checking-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/checking}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balance-savings","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["savings-label","savings-amount"]}}
+{"op":"add","path":"/elements/savings-label","value":{"type":"TextContent","props":{"text":"Savings","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/savings-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/savings}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balance-credit","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["credit-label","credit-amount"]}}
+{"op":"add","path":"/elements/credit-label","value":{"type":"TextContent","props":{"text":"Credit Card","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/credit-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/credit}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":{"checking":"4,285.50","savings":"12,740.00","credit":"-1,832.45"}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transactions-title","transactions-list"]}}
+{"op":"add","path":"/elements/transactions-title","value":{"type":"Heading","props":{"text":"Recent Transactions","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/transactions","key":"id"},"children":["txn-row"]}}
+{"op":"add","path":"/elements/txn-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["txn-merchant","txn-amount"]}}
+{"op":"add","path":"/elements/txn-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/txn-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"t1","merchant":"Whole Foods Market","amount":"-84.32","date":"2024-01-15"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"t2","merchant":"Netflix","amount":"-15.99","date":"2024-01-14"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"t3","merchant":"Direct Deposit - Acme Corp","amount":"+3,200.00","date":"2024-01-13"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"t4","merchant":"Shell Gas Station","amount":"-52.18","date":"2024-01-12"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"t5","merchant":"Amazon","amount":"-127.45","date":"2024-01-11"}}
+{"op":"add","path":"/elements/spending-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["spending-title","spending-chart"]}}
+{"op":"add","path":"/elements/spending-title","value":{"type":"Heading","props":{"text":"Spending by Category (January)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":["Groceries","Dining","Transport","Entertainment","Utilities","Shopping"],"values":[420,185,210,95,180,310],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bills-title","bills-list"]}}
+{"op":"add","path":"/elements/bills-title","value":{"type":"Heading","props":{"text":"Bills Due Soon","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["bill-info","bill-due"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["bill-name","bill-amount"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"Tag","props":{"text":{"$item":"due"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"b1","name":"Electric Bill","amount":"142.50","due":"Jan 22"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"b2","name":"Internet - Comcast","amount":"79.99","due":"Jan 25"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"b3","name":"Car Insurance","amount":"185.00","due":"Jan 28"}}
+{"op":"add","path":"/state/bills/3","value":{"id":"b4","name":"Rent","amount":"1,450.00","due":"Feb 1"}}
+{"op":"add","path":"/elements/goal-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["goal-title","goal-progress","goal-text"]}}
+{"op":"add","path":"/elements/goal-title","value":{"type":"Heading","props":{"text":"Vacation Savings Goal","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/savingsGoal/percent"},"label":"Bali Trip 2024"},"children":[]}}
+{"op":"add","path":"/elements/goal-text","value":{"type":"TextContent","props":{"text":{"$template":"$${/savingsGoal/current} saved of $${/savingsGoal/target} goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/savingsGoal","value":{"current":"3,200","target":"5,000","percent":64}}
+{"op":"add","path":"/elements/credit-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["credit-title","credit-score-row"]}}
+{"op":"add","path":"/elements/credit-title","value":{"type":"Heading","props":{"text":"Credit Score","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-row","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"m","variant":"clear"},"children":["credit-score-value","credit-score-badge"]}}
+{"op":"add","path":"/elements/credit-score-value","value":{"type":"TextContent","props":{"text":{"$template":"${/creditScore}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-badge","value":{"type":"Badge","props":{"text":"Excellent","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":782}
+{"op":"add","path":"/elements/transfer-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["transfer-title","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-title","value":{"type":"Heading","props":{"text":"Transfer Money","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transfer","fields":["transfer-from-field","transfer-to-field","transfer-amount-field"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-field","value":{"type":"FormControl","props":{"label":"From Account","input":"transfer-from-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"fromAccount","placeholder":"Select source","items":["tf-opt-1","tf-opt-2","tf-opt-3"],"value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/tf-opt-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking ($4,285.50)"},"children":[]}}
+{"op":"add","path":"/elements/tf-opt-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings ($12,740.00)"},"children":[]}}
+{"op":"add","path":"/elements/tf-opt-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-field","value":{"type":"FormControl","props":{"label":"To Account","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"toAccount","placeholder":"Select destination","items":["tt-opt-1","tt-opt-2","tt-opt-3"],"value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/tt-opt-1","value":{"type":"SelectItem","props":{"value":"checking","label":"Checking"},"children":[]}}
+{"op":"add","path":"/elements/tt-opt-2","value":{"type":"SelectItem","props":{"value":"savings","label":"Savings"},"children":[]}}
+{"op":"add","path":"/elements/tt-opt-3","value":{"type":"SelectItem","props":{"value":"credit","label":"Credit Card Payment"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-field","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input","hint":"Enter amount to transfer"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"amount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-btn"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"Button","props":{"label":"Transfer","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"","to":"","amount":""}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
+{"op":"add","path":"/elements/freeze-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["freeze-title","freeze-row","freeze-status"]}}
+{"op":"add","path":"/elements/freeze-title","value":{"type":"Heading","props":{"text":"Credit Line Control","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/freeze-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["freeze-desc","freeze-btn"]}}
+{"op":"add","path":"/elements/freeze-desc","value":{"type":"TextContent","props":{"text":"Freeze your credit card to prevent new charges","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freeze-btn","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/creditFrozen"},"$then":"Unfreeze Card","$else":"Freeze Card"},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"secondary","$else":"primary"},"type":{"$cond":{"$state":"/creditFrozen"},"$then":"normal","$else":"destructive"}},"on":{"press":{"action":"setState","params":{"statePath":"/creditFrozen","value":{"$cond":{"$state":"/creditFrozen"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/elements/freeze-status","value":{"type":"Alert","props":{"title":{"$cond":{"$state":"/creditFrozen"},"$then":"Card Frozen","$else":"Card Active"},"description":{"$cond":{"$state":"/creditFrozen"},"$then":"Your credit line is frozen. No new charges can be made.","$else":"Your credit line is active and accepting charges."},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"warning","$else":"success"}},"visible":true,"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["statement-title","statement-select-wrap"]}}
+{"op":"add","path":"/elements/statement-title","value":{"type":"Heading","props":{"text":"View Statement","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/statement-select-wrap","value":{"type":"FormControl","props":{"label":"Statement Period","input":"statement-select","hint":"Select a billing period to view your statement"},"children":[]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Choose period","items":["sp-opt-1","sp-opt-2","sp-opt-3","sp-opt-4","sp-opt-5","sp-opt-6"],"value":{"$bindState":"/statementPeriod"}},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-1","value":{"type":"SelectItem","props":{"value":"jan-2024","label":"January 2024"},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-2","value":{"type":"SelectItem","props":{"value":"dec-2023","label":"December 2023"},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-3","value":{"type":"SelectItem","props":{"value":"nov-2023","label":"November 2023"},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-4","value":{"type":"SelectItem","props":{"value":"oct-2023","label":"October 2023"},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-5","value":{"type":"SelectItem","props":{"value":"sep-2023","label":"September 2023"},"children":[]}}
+{"op":"add","path":"/elements/sp-opt-6","value":{"type":"SelectItem","props":{"value":"aug-2023","label":"August 2023"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":""}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-title","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-title","value":{"type":"Heading","props":{"text":"Alert Preferences","level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/alert-large-txn","value":{"type":"SwitchItem","props":{"label":"Large Transactions","description":"Alert when a purchase exceeds $500","name":"largeTxn","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"label":"Low Balance","description":"Alert when checking drops below $200","name":"lowBalance","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"label":"Bill Due Reminders","description":"Alert 3 days before a bill is due","name":"billDue","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-suspicious","value":{"type":"SwitchItem","props":{"label":"Suspicious Activity","description":"Alert on unusual login or transaction patterns","name":"suspicious","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-paycheck","value":{"type":"SwitchItem","props":{"label":"Paycheck Deposited","description":"Alert when direct deposit arrives","name":"paycheck","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/dispute-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dispute-title","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-title","value":{"type":"Heading","props":{"text":"Dispute a Transaction","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File a Dispute","title":"Dispute Transaction","description":"Select the transaction and provide a reason for the dispute.","content":["dispute-form"],"triggerVariant":"outline"},"children":[]}}
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+{"op":"add","path":"/elements/dispute-txn-field","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-txn-select"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-select","value":{"type":"Select","props":{"name":"disputeTxn","placeholder":"Select transaction","items":["dt-opt-1","dt-opt-2","dt-opt-3","dt-opt-4","dt-opt-5"],"value":{"$bindState":"/dispute/transaction"}},"children":[]}}
+{"op":"add","path":"/elements/dt-opt-1","value":{"type":"SelectItem","props":{"value":"t1","label":"Whole Foods Market - $84.32 (Jan 15)"},"children":[]}}
+{"op":"add","path":"/elements/dt-opt-2","value":{"type":"SelectItem","props":{"value":"t2","label":"Netflix - $15.99 (Jan 14)"},"children":[]}}
+{"op":"add","path":"/elements/dt-opt-3","value":{"type":"SelectItem","props":{"value":"t3","label":"Direct Deposit - Acme Corp +$3,200.00 (Jan 13)"},"children":[]}}
+{"op":"add","path":"/elements/dt-opt-4","value":{"type":"SelectItem","props":{"value":"t4","label":"Shell Gas Station - $52.18 (Jan 12)"},"children":[]}}
+{"op":"add","path":"/elements/dt-opt-5","value":{"type":"SelectItem","props":{"value":"t5","label":"Amazon - $127.45 (Jan 11)"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-field","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-select"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-select","value":{"type":"Select","props":{"name":"disputeReason","placeholder":"Select reason","items":["dr-opt-1","dr-opt-2","dr-opt-3","dr-opt-4"],"value":{"$bindState":"/dispute/reason"}},"children":[]}}
+{"op":"add","path":"/elements/dr-opt-1","value":{"type":"SelectItem","props":{"value":"unauthorized","label":"Unauthorized charge"},"children":[]}}
+{"op":"add","path":"/elements/dr-opt-2","value":{"type":"SelectItem","props":{"value":"duplicate","label":"Duplicate charge"},"children":[]}}
+{"op":"add","path":"/elements/dr-opt-3","value":{"type":"SelectItem","props":{"value":"wrong-amount","label":"Incorrect amount"},"children":[]}}
+{"op":"add","path":"/elements/dr-opt-4","value":{"type":"SelectItem","props":{"value":"not-received","label":"Goods/services not received"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..8233a6ef0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,116 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","platform-filter-row","metrics-row","charts-row","best-posts-section","mid-row","comments-section","collab-section","schedule-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Cross-platform analytics & management"},"children":[]}}
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+{"op":"add","path":"/elements/platform-filter-label","value":{"type":"TextContent","props":{"text":"**Filter by platform:**","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/platform","value":"all"}
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+{"op":"add","path":"/state/engagement","value":{"rate":"4.8","trend":"+0.3%"}}
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+{"op":"add","path":"/elements/bh-title","value":{"type":"Heading","props":{"text":"⏰ Best Time to Post","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/best-hour-callout","value":{"type":"Callout","props":{"variant":"success","title":"6:00 PM – 8:00 PM (Tue & Thu)","description":"Based on 90 days of engagement history, posts published in this window average 34% higher reach and 28% more interactions."},"children":[]}}
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+{"op":"add","path":"/elements/bh-row2","value":{"type":"TextContent","props":{"text":"• TikTok: 7 PM – 9 PM Tue/Thu","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bh-row3","value":{"type":"TextContent","props":{"text":"• YouTube: 2 PM – 4 PM weekends","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/cm-title","value":{"type":"Heading","props":{"text":"💬 Comments Awaiting Reply","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cm-count","value":{"type":"Alert","props":{"variant":"warning","title":"7 unread comments","description":"Respond within 24h to boost engagement score."},"children":[]}}
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+{"op":"add","path":"/elements/ci-meta","value":{"type":"TextContent","props":{"text":{"$template":"${platform} · ${timeAgo}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ci-action","value":{"type":"Button","props":{"label":"Reply","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/comments","value":[]}
+{"op":"add","path":"/state/comments/0","value":{"id":"1","user":"@sarah_creates","userInitials":"SC","text":"This was so helpful! Can you do a part 2?","platform":"Instagram","timeAgo":"2h ago"}}
+{"op":"add","path":"/state/comments/1","value":{"id":"2","user":"@mike.edits","userInitials":"ME","text":"What editing software do you use for transitions?","platform":"TikTok","timeAgo":"3h ago"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"3","user":"@jenna_vlogs","userInitials":"JV","text":"Collab when?? 👀","platform":"YouTube","timeAgo":"5h ago"}}
+{"op":"add","path":"/state/comments/3","value":{"id":"4","user":"@techbro99","userInitials":"TB","text":"The audio quality on this one is insane. What mic?","platform":"YouTube","timeAgo":"6h ago"}}
+{"op":"add","path":"/state/comments/4","value":{"id":"5","user":"@lily.designs","userInitials":"LD","text":"Saving this for my next project. Thank you!","platform":"Instagram","timeAgo":"8h ago"}}
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+{"op":"add","path":"/state/collabs/0","value":{"id":"1","brand":"GlowSkin Beauty","detail":"Sponsored Reel + Story series (3 posts)","budget":"$2,500"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r2.txt
new file mode 100644
index 000000000..5c6241de9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r2.txt
@@ -0,0 +1,126 @@
+{"op":"add","path":"/root","value":"studio-root"}
+{"op":"add","path":"/elements/studio-root","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["platform-filter","metrics-row","growth-chart-section","audience-split-section","best-posts-section","best-hour-section","scheduled-section","comments-section","collabs-section","schedule-form-section"]}}
+{"op":"add","path":"/elements/platform-filter","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"s","align":"center"},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"**Platform Filter:**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["btn-all","btn-instagram","btn-tiktok","btn-youtube","btn-twitter"]},"children":[]}}
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+{"op":"add","path":"/elements/btn-instagram","value":{"type":"Button","props":{"label":"Instagram","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activePlatform","value":"instagram"}}},"children":[]}}
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+{"op":"add","path":"/elements/btn-youtube","value":{"type":"Button","props":{"label":"YouTube","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/activePlatform","value":"youtube"}}},"children":[]}}
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+{"op":"add","path":"/state/activePlatform","value":"all"}
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+{"op":"add","path":"/elements/followers-title","value":{"type":"TextContent","props":{"text":"Total Followers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/followers-value","value":{"type":"TextContent","props":{"text":{"$template":"${/followerTotal}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followers-growth","value":{"type":"Badge","props":{"text":{"$template":"+${/followerGrowth} this month"},"variant":"default"},"children":[]}}
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+{"op":"add","path":"/state/earningsMonth","value":"8,420"}
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+{"op":"add","path":"/state/bestHour","value":"6:00 PM EST"}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..bc82b3ae3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,126 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..ff8b04f8c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-creator__r4.txt
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+{"op":"add","path":"/elements/platform-field","value":{"type":"FormControl","props":{"label":"Platform","input":"platform-select","hint":"Choose which platform to post to"},"children":[]}}
+{"op":"add","path":"/elements/platform-select","value":{"type":"Select","props":{"name":"platform","placeholder":"Select a platform","value":{"$bindState":"/newPostPlatform"},"items":["platform-opt-ig","platform-opt-tt","platform-opt-yt","platform-opt-tw"]},"children":[]}}
+{"op":"add","path":"/elements/platform-opt-ig","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"},"children":[]}}
+{"op":"add","path":"/elements/platform-opt-tt","value":{"type":"SelectItem","props":{"value":"TikTok","label":"TikTok"},"children":[]}}
+{"op":"add","path":"/elements/platform-opt-yt","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"},"children":[]}}
+{"op":"add","path":"/elements/platform-opt-tw","value":{"type":"SelectItem","props":{"value":"Twitter/X","label":"Twitter/X"},"children":[]}}
+{"op":"add","path":"/elements/time-field","value":{"type":"FormControl","props":{"label":"Schedule Time","input":"time-input","hint":"e.g. Mon 9:00 AM, Tue 6:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/time-input","value":{"type":"Input","props":{"name":"time","placeholder":"e.g. Sat 10:00 AM","type":"text","value":{"$bindState":"/newPostTime"}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-btn","value":{"type":"Button","props":{"label":"Schedule Post","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/scheduledPosts","value":{"id":"$id","title":{"$state":"/newPostCaption"},"platform":{"$state":"/newPostPlatform"},"time":{"$state":"/newPostTime"}},"clearStatePath":"/newPostCaption"}}},"children":[]}}
+{"op":"add","path":"/state/newPostCaption","value":""}
+{"op":"add","path":"/state/newPostPlatform","value":""}
+{"op":"add","path":"/state/newPostTime","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..0fb9cd0d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","charts-row","critical-section","mid-row","staff-section","supplies-section","actions-row"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","date-picker-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title-heading","title-subtitle"]}}
+{"op":"add","path":"/elements/title-heading","value":{"type":"Heading","props":{"text":"Hospital Operations Command Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/title-subtitle","value":{"type":"TextContent","props":{"text":"Real-time operational overview — St. Mary's General Hospital","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["date-label","date-picker"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"View date:","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":["2024-01-15"]},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m"},"children":["bed-occupancy-card","er-wait-card","discharge-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-header","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-header","value":{"type":"CardHeader","props":{"title":"Bed Occupancy","subtitle":"All wards combined"},"children":[]}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/occupied} of ${/bedOccupancy/total} beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$template":"ICU: ${/bedOccupancy/icu} | Med-Surg: ${/bedOccupancy/medSurg} | Pediatrics: ${/bedOccupancy/peds} | Maternity: ${/bedOccupancy/maternity}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/bedOccupancy","value":{"percent":87,"occupied":312,"total":358,"icu":"92%","medSurg":"85%","peds":"78%","maternity":"81%"}}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-header","er-wait-value","er-wait-detail"]}}
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+{"op":"add","path":"/elements/er-wait-value","value":{"type":"TextContent","props":{"text":{"$state":"/erWait/avgWait"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-detail","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["er-patients","er-critical"]}}
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+{"op":"add","path":"/state/erWait","value":{"avgWait":"42 min","queue":23,"critical":3,"urgent":8}}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-header","discharge-count","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Ready for Discharge","subtitle":"Awaiting transport/final orders"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count","value":{"type":"TextContent","props":{"text":{"$template":"${/dischargeReady/count} patients ready"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/discharge-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/discharge-bed","value":{"type":"Badge","props":{"text":{"$item":"bed"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":{"count":7,"patients":[]}}
+{"op":"add","path":"/state/dischargeReady/patients/0","value":{"id":"d1","name":"Margaret Chen","bed":"4B-12","reason":"Post-op recovery complete"}}
+{"op":"add","path":"/state/dischargeReady/patients/1","value":{"id":"d2","name":"James Okafor","bed":"3A-07","reason":"Antibiotic course finished"}}
+{"op":"add","path":"/state/dischargeReady/patients/2","value":{"id":"d3","name":"Linda Vasquez","bed":"2C-19","reason":"Cardiac monitoring cleared"}}
+{"op":"add","path":"/state/dischargeReady/patients/3","value":{"id":"d4","name":"Robert Kim","bed":"5A-03","reason":"Fracture stabilized, follow-up scheduled"}}
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+{"op":"add","path":"/state/dischargeReady/patients/5","value":{"id":"d6","name":"Ahmed Hassan","bed":"4A-15","reason":"Diabetic management stable"}}
+{"op":"add","path":"/state/dischargeReady/patients/6","value":{"id":"d7","name":"Patricia Novak","bed":"3B-09","reason":"Post-surgical wound healing"}}
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+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions — Past 2 Weeks","subtitle":"Daily admission counts"},"children":[]}}
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+{"op":"add","path":"/state/lowSupplies","value":[]}
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+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"s2","name":"IV Normal Saline 1L Bags","level":"34 units","location":"Pharmacy Floor 3","reorderPoint":"100 units","supplier":"Baxter"}}
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+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["staff-header","staff-table"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on Shift","subtitle":"Current active roster — 47 total"},"children":[]}}
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+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incident-header","incident-dialog"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"File an Incident Report","subtitle":"Document safety events, near-misses, or complaints"},"children":[]}}
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+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident Type","input":"incident-type-select"},"children":["incident-type-select"]}}
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+{"op":"add","path":"/elements/incident-type-1","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient Safety Event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-2","value":{"type":"SelectItem","props":{"value":"medication-error","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-3","value":{"type":"SelectItem","props":{"value":"equipment-failure","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-4","value":{"type":"SelectItem","props":{"value":"near-miss","label":"Near Miss"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-5","value":{"type":"SelectItem","props":{"value":"staff-injury","label":"Staff Injury"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":["incident-location-input"]}}
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+{"op":"add","path":"/elements/incident-severity-control","value":{"type":"FormControl","props":{"label":"Severity","input":"incident-severity-select"},"children":["incident-severity-select"]}}
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+{"op":"add","path":"/elements/sev-4","value":{"type":"SelectItem","props":{"value":"low","label":"Low — No harm / Near miss"},"children":[]}}
+{"op":"add","path":"/elements/incident-desc-control","value":{"type":"FormControl","props":{"label":"Description","input":"incident-desc-area"},"children":["incident-desc-area"]}}
+{"op":"add","path":"/elements/incident-desc-area","value":{"type":"TextArea","props":{"name":"incidentDescription","placeholder":"Describe what happened, who was involved, and any immediate actions taken...","rows":4},"children":[]}}
+{"op":"add","path":"/elements/incident-reporter-control","value":{"type":"FormControl","props":{"label":"Reporter Name & Role","input":"incident-reporter-input"},"children":["incident-reporter-input"]}}
+{"op":"add","path":"/elements/incident-reporter-input","value":{"type":"Input","props":{"name":"incidentReporter","placeholder":"e.g., Nurse Karen White, Charge Nurse"},"children":[]}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit-btn"],"direction":"row"},"children":["incident-submit-btn"]}}
+{"op":"add","path":"/elements/incident-submit-btn","value":{"type":"Button","props":{"label":"Submit Incident Report","variant":"primary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transfer-header","transfer-dialog"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Request Patient Transfer","subtitle":"Inter-unit or inter-facility transfer coordination"},"children":[]}}
+{"op":"add","path":"/elements/transfer-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"🔄 Request Transfer","title":"Patient Transfer Request","description":"Submit a transfer request. The receiving unit will be notified immediately.","triggerVariant":"secondary","content":["transfer-form"]},"children":["transfer-form"]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","buttons":"transfer-buttons","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-reason-control","transfer-urgency-control","transfer-notes-control"]},"children":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-reason-control","transfer-urgency-control","transfer-notes-control","transfer-buttons"]}}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient Name / MRN","input":"transfer-patient-input"},"children":["transfer-patient-input"]}}
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+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"Current Location","input":"transfer-from-input"},"children":["transfer-from-input"]}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Input","props":{"name":"transferFrom","placeholder":"e.g., ER Bay 4"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"Transfer To","input":"transfer-to-select"},"children":["transfer-to-select"]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Select destination...","items":["transfer-to-1","transfer-to-2","transfer-to-3","transfer-to-4","transfer-to-5","transfer-to-6"]},"children":["transfer-to-1","transfer-to-2","transfer-to-3","transfer-to-4","transfer-to-5","transfer-to-6"]}}
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+{"op":"add","path":"/elements/transfer-to-2","value":{"type":"SelectItem","props":{"value":"med-surg","label":"Med-Surg Unit"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-3","value":{"type":"SelectItem","props":{"value":"cardiology","label":"Cardiology Step-Down"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-4","value":{"type":"SelectItem","props":{"value":"ortho","label":"Orthopedics Ward"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-5","value":{"type":"SelectItem","props":{"value":"peds","label":"Pediatrics"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-6","value":{"type":"SelectItem","props":{"value":"external","label":"External Facility"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-control","value":{"type":"FormControl","props":{"label":"Reason for Transfer","input":"transfer-reason-input"},"children":["transfer-reason-input"]}}
+{"op":"add","path":"/elements/transfer-reason-input","value":{"type":"Input","props":{"name":"transferReason","placeholder":"e.g., Requires ICU-level monitoring"},"children":[]}}
+{"op":"add","path":"/elements/transfer-urgency-control","value":{"type":"FormControl","props":{"label":"Urgency","input":"transfer-urgency-radio"},"children":["transfer-urgency-radio"]}}
+{"op":"add","path":"/elements/transfer-urgency-radio","value":{"type":"RadioGroup","props":{"name":"transferUrgency","items":["urgency-stat","urgency-urgent","urgency-routine"]},"children":["urgency-stat","urgency-urgent","urgency-routine"]}}
+{"op":"add","path":"/elements/urgency-stat","value":{"type":"RadioItem","props":{"label":"STAT","description":"Immediate — life-threatening deterioration","value":"stat"},"children":[]}}
+{"op":"add","path":"/elements/urgency-urgent","value":{"type":"RadioItem","props":{"label":"Urgent","description":"Within 1 hour — clinical decline","value":"urgent"},"children":[]}}
+{"op":"add","path":"/elements/urgency-routine","value":{"type":"RadioItem","props":{"label":"Routine","description":"Within shift — appropriate level of care","value":"routine"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-control","value":{"type":"FormControl","props":{"label":"Additional Notes","input":"transfer-notes-area","hint":"Include relevant vitals, current medications, or special requirements"},"children":["transfer-notes-area"]}}
+{"op":"add","path":"/elements/transfer-notes-area","value":{"type":"TextArea","props":{"name":"transferNotes","placeholder":"Any additional clinical context for the receiving team...","rows":3},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit-btn"],"direction":"row"},"children":["transfer-submit-btn"]}}
+{"op":"add","path":"/elements/transfer-submit-btn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary","size":"medium"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..aab2a392d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","critical-section","ops-row","staff-section","supplies-section","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","date-picker-control"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🏥 Hospital Operations Command Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center"},"children":["date-label","date-picker"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"Viewing:","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"2025-01-15"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["bed-occupancy-card","er-wait-card","discharge-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bed-occ-header","bed-occ-progress","bed-occ-detail"]}}
+{"op":"add","path":"/elements/bed-occ-header","value":{"type":"CardHeader","props":{"title":"Bed Occupancy","subtitle":"All Wards"},"children":[]}}
+{"op":"add","path":"/elements/bed-occ-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/occupied} / ${/bedOccupancy/total} beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occ-detail","value":{"type":"TextContent","props":{"text":{"$template":"ICU: ${/bedOccupancy/icu}% | Med-Surg: ${/bedOccupancy/medSurg}% | Peds: ${/bedOccupancy/peds}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/bedOccupancy","value":{"percent":87,"occupied":312,"total":358,"icu":94,"medSurg":82,"peds":71}}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["er-header","er-wait-value","er-wait-sub"]}}
+{"op":"add","path":"/elements/er-header","value":{"type":"CardHeader","props":{"title":"Current ER Wait","subtitle":"Average"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-value","value":{"type":"TextContent","props":{"text":{"$template":"${/erWait/minutes} min"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/state/erWait","value":{"minutes":42,"patientsWaiting":23,"acuity":3.2}}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["discharge-header","discharge-count","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Ready for Discharge","subtitle":"Today"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count","value":{"type":"Badge","props":{"text":{"$template":"${/dischargeReady/count} patients"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/dischargeReady/patients","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${room} — ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":{"count":5,"patients":[]}}
+{"op":"add","path":"/state/dischargeReady/patients/0","value":{"id":"d1","name":"Maria Santos","room":"4B-12","reason":"Post-op recovery complete"}}
+{"op":"add","path":"/state/dischargeReady/patients/1","value":{"id":"d2","name":"James Okafor","room":"3A-07","reason":"Pneumonia resolved"}}
+{"op":"add","path":"/state/dischargeReady/patients/2","value":{"id":"d3","name":"Linda Chen","room":"2C-19","reason":"Cardiac monitoring complete"}}
+{"op":"add","path":"/state/dischargeReady/patients/3","value":{"id":"d4","name":"Robert Williams","room":"5A-03","reason":"Fracture stabilized, home care arranged"}}
+{"op":"add","path":"/state/dischargeReady/patients/4","value":{"id":"d5","name":"Aisha Patel","room":"1B-22","reason":"Infection cleared, IV antibiotics done"}}
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+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions — Past 2 Weeks","subtitle":"Daily totals"},"children":[]}}
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+{"op":"add","path":"/elements/tp-3","value":{"type":"RadioItem","props":{"label":"Emergent","description":"Immediate transfer required","value":"emergent"},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit-btn"],"direction":"row"},"children":["transfer-submit-btn"]}}
+{"op":"add","path":"/elements/transfer-submit-btn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/transferForm","value":{"patient":"","from":"","to":"","reason":"","priority":""}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
+{"op":"add","path":"/elements/transfer-success","value":{"type":"Callout","props":{"variant":"success","title":"Transfer Requested","description":"Your transfer request has been routed to the bed management team."},"visible":{"$state":"/transferSubmitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..149daf928
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,144 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","kpi-row","charts-row","critical-section","operations-row","supply-section","action-row"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🏥 Hospital Operations Command Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["date-picker-control","incident-btn","transfer-btn"]}}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["date-label","date-picker"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"Viewing:","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"viewDate","mode":"single","value":[{"$state":"/selectedDate"}]},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"2025-01-15"}
+{"op":"add","path":"/elements/incident-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"⚠️ File Incident","triggerVariant":"destructive","title":"File Incident Report","description":"Report a safety or operational incident.","content":["incident-form"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentForm","buttons":"incident-form-buttons","fields":["incident-type-field","incident-location-field","incident-severity-field","incident-desc-field"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-submit-btn","value":{"type":"Button","props":{"label":"Submit Incident","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/incident-type-field","value":{"type":"FormControl","props":{"label":"Incident Type","input":"incident-type-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-input","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Select type...","items":["incident-type-opt1","incident-type-opt2","incident-type-opt3","incident-type-opt4"]},"children":[]}}
+{"op":"add","path":"/elements/incident-type-opt1","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient Safety"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-opt2","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment Failure"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-opt3","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication Error"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-opt4","value":{"type":"SelectItem","props":{"value":"other","label":"Other"},"children":[]}}
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+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"e.g. Ward 3B, OR-2"},"children":[]}}
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+{"op":"add","path":"/elements/incident-severity-input","value":{"type":"Select","props":{"name":"incidentSeverity","placeholder":"Select severity...","items":["sev-low","sev-med","sev-high","sev-critical"]},"children":[]}}
+{"op":"add","path":"/elements/sev-low","value":{"type":"SelectItem","props":{"value":"low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/sev-med","value":{"type":"SelectItem","props":{"value":"medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/sev-high","value":{"type":"SelectItem","props":{"value":"high","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/sev-critical","value":{"type":"SelectItem","props":{"value":"critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/incident-desc-field","value":{"type":"FormControl","props":{"label":"Description","input":"incident-desc-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-desc-input","value":{"type":"TextArea","props":{"name":"incidentDescription","placeholder":"Describe the incident...","rows":4},"children":[]}}
+{"op":"add","path":"/state/incidentSubmitted","value":false}
+{"op":"add","path":"/elements/transfer-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"🔄 Request Transfer","triggerVariant":"secondary","title":"Request Patient Transfer","description":"Initiate an inter-unit or inter-facility patient transfer.","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","buttons":"transfer-form-buttons","fields":["transfer-patient-field","transfer-from-field","transfer-to-field","transfer-priority-field","transfer-notes-field"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit-btn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-field","value":{"type":"FormControl","props":{"label":"Patient ID / Name","input":"transfer-patient-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g. PT-20250115-042"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-field","value":{"type":"FormControl","props":{"label":"Transfer From","input":"transfer-from-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Select","props":{"name":"transferFrom","placeholder":"Current unit...","items":["tf-er","tf-icu","tf-ward","tf-or"]},"children":[]}}
+{"op":"add","path":"/elements/tf-er","value":{"type":"SelectItem","props":{"value":"ER","label":"Emergency Room"},"children":[]}}
+{"op":"add","path":"/elements/tf-icu","value":{"type":"SelectItem","props":{"value":"ICU","label":"Intensive Care Unit"},"children":[]}}
+{"op":"add","path":"/elements/tf-ward","value":{"type":"SelectItem","props":{"value":"Ward","label":"General Ward"},"children":[]}}
+{"op":"add","path":"/elements/tf-or","value":{"type":"SelectItem","props":{"value":"OR","label":"Operating Room"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-field","value":{"type":"FormControl","props":{"label":"Transfer To","input":"transfer-to-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-input","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Destination unit...","items":["tt-er","tt-icu","tt-ward","tt-or","tt-ext"]},"children":[]}}
+{"op":"add","path":"/elements/tt-er","value":{"type":"SelectItem","props":{"value":"ER","label":"Emergency Room"},"children":[]}}
+{"op":"add","path":"/elements/tt-icu","value":{"type":"SelectItem","props":{"value":"ICU","label":"Intensive Care Unit"},"children":[]}}
+{"op":"add","path":"/elements/tt-ward","value":{"type":"SelectItem","props":{"value":"Ward","label":"General Ward"},"children":[]}}
+{"op":"add","path":"/elements/tt-or","value":{"type":"SelectItem","props":{"value":"OR","label":"Operating Room"},"children":[]}}
+{"op":"add","path":"/elements/tt-ext","value":{"type":"SelectItem","props":{"value":"External","label":"External Facility"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"transfer-priority-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-input","value":{"type":"RadioGroup","props":{"name":"transferPriority","items":["tp-routine","tp-urgent","tp-emergent"]},"children":[]}}
+{"op":"add","path":"/elements/tp-routine","value":{"type":"RadioItem","props":{"label":"Routine","description":"Standard transfer within 4 hours","value":"routine"},"children":[]}}
+{"op":"add","path":"/elements/tp-urgent","value":{"type":"RadioItem","props":{"label":"Urgent","description":"Transfer within 1 hour","value":"urgent"},"children":[]}}
+{"op":"add","path":"/elements/tp-emergent","value":{"type":"RadioItem","props":{"label":"Emergent","description":"Immediate transfer required","value":"emergent"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-field","value":{"type":"FormControl","props":{"label":"Clinical Notes","input":"transfer-notes-input","hint":"Include relevant clinical context for receiving team"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-input","value":{"type":"TextArea","props":{"name":"transferNotes","placeholder":"Reason for transfer, current status, special requirements...","rows":3},"children":[]}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["bed-occupancy-card","er-wait-card","discharge-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["bed-occ-header","bed-occ-progress","bed-occ-detail"]}}
+{"op":"add","path":"/elements/bed-occ-header","value":{"type":"CardHeader","props":{"title":"🛏️ Bed Occupancy","subtitle":"Total hospital capacity"},"children":[]}}
+{"op":"add","path":"/elements/bed-occ-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy"},"label":{"$template":"${/bedsOccupied} of ${/bedsTotal} beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occ-detail","value":{"type":"TextContent","props":{"text":{"$template":"ICU: ${/icuOccupied}/${/icuTotal} | Med-Surg: ${/medSurgOccupied}/${/medSurgTotal} | Peds: ${/pedsOccupied}/${/pedsTotal}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/bedsOccupied","value":312}
+{"op":"add","path":"/state/bedsTotal","value":358}
+{"op":"add","path":"/state/icuOccupied","value":42}
+{"op":"add","path":"/state/icuTotal","value":48}
+{"op":"add","path":"/state/medSurgOccupied","value":198}
+{"op":"add","path":"/state/medSurgTotal","value":230}
+{"op":"add","path":"/state/pedsOccupied","value":72}
+{"op":"add","path":"/state/pedsTotal","value":80}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["er-wait-header","er-wait-metric","er-wait-breakdown"]}}
+{"op":"add","path":"/elements/er-wait-header","value":{"type":"CardHeader","props":{"title":"🚑 ER Wait Time","subtitle":"Current average"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-metric","value":{"type":"TextContent","props":{"text":{"$template":"${/erWaitMinutes} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-breakdown","value":{"type":"TextContent","props":{"text":{"$template":"Patients waiting: ${/erPatientsWaiting} | Triage Level 1: ${/erTriage1} | Level 2: ${/erTriage2}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/erPatientsWaiting","value":23}
+{"op":"add","path":"/state/erTriage1","value":2}
+{"op":"add","path":"/state/erTriage2","value":7}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["discharge-header","discharge-metric","discharge-note"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"✅ Ready for Discharge","subtitle":"Awaiting final orders"},"children":[]}}
+{"op":"add","path":"/elements/discharge-metric","value":{"type":"TextContent","props":{"text":{"$template":"${/dischargeReadyCount} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/discharge-note","value":{"type":"TextContent","props":{"text":"Early discharge could free 12 beds by noon","size":"small"},"children":[]}}
+{"op":"add","path":"/state/dischargeReadyCount","value":18}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["admissions-chart-card","dept-chart-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["admissions-header","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"📈 Admissions — Past 2 Weeks","subtitle":"Daily admission counts"},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Jan 1","Jan 2","Jan 3","Jan 4","Jan 5","Jan 6","Jan 7","Jan 8","Jan 9","Jan 10","Jan 11","Jan 12","Jan 13","Jan 14"],"series":["admissions-series"],"xLabel":"Date","yLabel":"Admissions"},"children":[]}}
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+{"op":"add","path":"/elements/dept-header","value":{"type":"CardHeader","props":{"title":"🏢 Patients per Department","subtitle":"Current census"},"children":[]}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"BarChart","props":{"labels":["Cardiology","Oncology","Orthopedics","Neurology","Pulmonology","General Med","Pediatrics","OB/GYN"],"series":["dept-series"],"xLabel":"Department","yLabel":"Patients"},"children":[]}}
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+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"🔴 Critical Patients","subtitle":"Immediate attention required"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-item"]}}
+{"op":"add","path":"/elements/critical-item","value":{"type":"Alert","props":{"title":{"$template":"${name} — ${condition}"},"description":{"$template":"Location: ${location} | Attending: ${attending} | Since: ${since}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"cp1","name":"R. Martinez","condition":"Cardiac Arrest — Post-ROSC","location":"ICU Bed 12","attending":"Dr. Chen","since":"06:42"}}
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+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["staff-header","staff-table"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"👥 Staff on Shift","subtitle":"Current active roster"},"children":[]}}
+{"op":"add","path":"/elements/staff-table","value":{"type":"Table","props":{"columns":["staff-name-col","staff-role-col","staff-unit-col","staff-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/staff-name-col","value":{"type":"Col","props":{"label":"Name","data":["Dr. Sarah Chen","Dr. Raj Patel","Dr. Emily Williams","Nurse James Rodriguez","Nurse Aisha Bello","Dr. Michael Torres","Nurse Karen Foster","Dr. Lisa Nakamura"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"🔪 OR Bookings Today","subtitle":"8 suites active"},"children":[]}}
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+{"op":"add","path":"/elements/or-room-col","value":{"type":"Col","props":{"label":"Room","data":["OR-1","OR-2","OR-3","OR-4","OR-5","OR-6"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/or-status-col","value":{"type":"Col","props":{"label":"Status","data":["In Progress","In Progress","Scheduled","In Progress","Scheduled","Scheduled"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/discharge-list-header","value":{"type":"CardHeader","props":{"title":"📋 Discharge Ready","subtitle":"Pending final sign-off"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/dischargePatients","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["discharge-item-info","discharge-item-badge"]}}
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+{"op":"add","path":"/elements/discharge-item-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/dischargePatients","value":[]}
+{"op":"add","path":"/state/dischargePatients/0","value":{"id":"d1","name":"A. Johnson","unit":"Med-Surg 2A","bed":"14","status":"Awaiting Rx"}}
+{"op":"add","path":"/state/dischargePatients/1","value":{"id":"d2","name":"P. Nguyen","unit":"Cardiology","bed":"8","status":"Ready"}}
+{"op":"add","path":"/state/dischargePatients/2","value":{"id":"d3","name":"K. Williams","unit":"Orthopedics","bed":"22","status":"Transport"}}
+{"op":"add","path":"/state/dischargePatients/3","value":{"id":"d4","name":"S. Davis","unit":"Pulmonology","bed":"5","status":"Ready"}}
+{"op":"add","path":"/state/dischargePatients/4","value":{"id":"d5","name":"L. Garcia","unit":"General Med","bed":"31","status":"Awaiting Rx"}}
+{"op":"add","path":"/elements/supply-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["supply-header","supply-list"]}}
+{"op":"add","path":"/elements/supply-header","value":{"type":"CardHeader","props":{"title":"📦 Supplies Running Low","subtitle":"Reorder threshold breached"},"children":[]}}
+{"op":"add","path":"/elements/supply-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["supply-item-info","supply-item-level"]}}
+{"op":"add","path":"/elements/supply-item-info","value":{"type":"TextContent","props":{"text":{"$template":"${name} — ${location}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"s1","name":"N95 Respirators (Medium)","location":"Central Supply","remaining":45}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"s2","name":"IV Normal Saline 1L Bags","location":"Pharmacy","remaining":120}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"s3","name":"Surgical Gloves (Large)","location":"OR Supply","remaining":200}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"s4","name":"Morphine 10mg/mL Vials","location":"Pharmacy","remaining":18}}
+{"op":"add","path":"/state/lowSupplies/4","value":{"id":"s5","name":"Blood O-Negative Units","location":"Blood Bank","remaining":6}}
+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"direction":"row","gap":"m","justify":"center","variant":"clear"},"children":["incident-callout","transfer-callout"]}}
+{"op":"add","path":"/elements/incident-callout","value":{"type":"Callout","props":{"variant":"info","title":"Incident Reporting","description":"Use the File Incident button above to report safety events. All reports are logged to the risk management system."},"visible":{"$state":"/incidentSubmitted","not":true},"children":[]}}
+{"op":"add","path":"/elements/transfer-callout","value":{"type":"Callout","props":{"variant":"success","title":"Transfer Request Submitted","description":"Your patient transfer request has been submitted and routed to the bed management team for coordination."},"visible":{"$state":"/transferSubmitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..9ef133d1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,119 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear","wrap":true},"children":["header-title","header-actions"]}}
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+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","placeholder":"Select type...","items":["incident-type-opt1","incident-type-opt2","incident-type-opt3","incident-type-opt4"]},"children":[]}}
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+{"op":"add","path":"/elements/transfer-from-opt5","value":{"type":"SelectItem","props":{"value":"orthopedics","label":"Orthopedics"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To Department"},"children":["transfer-to-select"]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","placeholder":"Select department...","items":["transfer-to-opt1","transfer-to-opt2","transfer-to-opt3","transfer-to-opt4","transfer-to-opt5"]},"children":[]}}
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+{"op":"add","path":"/elements/transfer-reason-control","value":{"type":"FormControl","props":{"label":"Reason for Transfer"},"children":["transfer-reason-input"]}}
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+{"op":"add","path":"/elements/transfer-submit-btn","value":{"type":"Button","props":{"label":"Submit Transfer Request","variant":"primary"},"children":[]}}
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+{"op":"add","path":"/state/erWaitMinutes","value":47}
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+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Jan 1","Jan 2","Jan 3","Jan 4","Jan 5","Jan 6","Jan 7","Jan 8","Jan 9","Jan 10","Jan 11","Jan 12","Jan 13","Jan 14"],"series":["admissions-series"],"xLabel":"Date","yLabel":"Admissions","variant":"natural"},"children":[]}}
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+{"op":"add","path":"/elements/dept-heading","value":{"type":"Heading","props":{"text":"Patients per Department","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dept-chart","value":{"type":"BarChart","props":{"labels":["ER","ICU","Med-Surg","Cardio","Ortho","Neuro","Peds","OB/GYN"],"series":["dept-series"],"xLabel":"Department","yLabel":"Patients","variant":"grouped"},"children":[]}}
+{"op":"add","path":"/elements/dept-series","value":{"type":"Series","props":{"category":"Current Census","values":[24,18,52,14,11,9,16,12]},"children":[]}}
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+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"cp1","name":"Margaret Chen","room":"ICU-04","condition":"Post-cardiac arrest, on vasopressors","attending":"Dr. Patel"}}
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+{"op":"add","path":"/elements/staff-table","value":{"type":"Table","props":{"columns":["col-staff-name","col-staff-role","col-staff-shift"]},"children":[]}}
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+{"op":"add","path":"/elements/or-heading","value":{"type":"Heading","props":{"text":"Today's OR Bookings","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["discharge-heading","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-heading","value":{"type":"Heading","props":{"text":"✅ Ready for Discharge","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/dischargeReady","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["discharge-name","discharge-info"]}}
+{"op":"add","path":"/elements/discharge-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/discharge-info","value":{"type":"TextContent","props":{"text":{"$template":"Room ${room} · ${physician} · Ready since ${readySince}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":[]}
+{"op":"add","path":"/state/dischargeReady/0","value":{"id":"d1","name":"Robert Fields","room":"3B-12","physician":"Dr. Adams","readySince":"06:30"}}
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+{"op":"add","path":"/elements/supplies-heading","value":{"type":"Heading","props":{"text":"📦 Supplies Running Low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["supply-name","supply-detail","supply-badge"]}}
+{"op":"add","path":"/elements/supply-name","value":{"type":"TextContent","props":{"text":{"$item":"item"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/supply-detail","value":{"type":"TextContent","props":{"text":{"$template":"${current} ${unit} left (min: ${minimum})"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/supply-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"s1","item":"N95 Respirators","current":45,"minimum":100,"unit":"units","status":"CRITICAL"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"s2","item":"IV Normal Saline 1L","current":80,"minimum":150,"unit":"bags","status":"LOW"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"s3","item":"Surgical Gloves (M)","current":200,"minimum":500,"unit":"pairs","status":"LOW"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"s4","item":"Morphine 10mg/mL","current":12,"minimum":30,"unit":"vials","status":"CRITICAL"}}
+{"op":"add","path":"/state/lowSupplies/4","value":{"id":"s5","item":"Sterile Drape Kits","current":25,"minimum":60,"unit":"kits","status":"LOW"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..a36b3546d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,100 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-row","health-summary","projects-section","budget-section","team-section","milestones-deadlines-row","risks-section","velocity-section","blocked-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["title","controls-row"]}}
+{"op":"add","path":"/elements/title","value":{"type":"TextContent","props":{"text":"📊 Portfolio Review","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"clear"},"children":["quarter-control","export-btn","request-dialog","archive-dialog"]}}
+{"op":"add","path":"/elements/quarter-control","value":{"type":"FormControl","props":{"label":"Quarter","input":"quarter-select"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","value":{"$bindState":"/quarter"},"items":["q1-2025","q2-2025","q3-2025","q4-2025"],"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/q1-2025","value":{"type":"SelectItem","props":{"value":"Q1 2025","label":"Q1 2025"},"children":[]}}
+{"op":"add","path":"/elements/q2-2025","value":{"type":"SelectItem","props":{"value":"Q2 2025","label":"Q2 2025"},"children":[]}}
+{"op":"add","path":"/elements/q3-2025","value":{"type":"SelectItem","props":{"value":"Q3 2025","label":"Q3 2025"},"children":[]}}
+{"op":"add","path":"/elements/q4-2025","value":{"type":"SelectItem","props":{"value":"Q4 2025","label":"Q4 2025"},"children":[]}}
+{"op":"add","path":"/state/quarter","value":"Q2 2025"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"⬇ Export Review","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/request-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"➕ Request People","title":"Request Additional Resources","description":"Submit a staffing request for a project in the portfolio.","content":["request-content"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/request-content","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["req-project-control","req-role-control","req-qty-control","req-justification-control","req-submit-btn"]}}
+{"op":"add","path":"/elements/req-project-control","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-select"},"children":[]}}
+{"op":"add","path":"/elements/req-project-select","value":{"type":"Select","props":{"name":"reqProject","placeholder":"Select project…","items":["req-proj-1","req-proj-2","req-proj-3","req-proj-4","req-proj-5"],"value":{"$bindState":"/requestForm/project"}},"children":[]}}
+{"op":"add","path":"/elements/req-proj-1","value":{"type":"SelectItem","props":{"value":"Atlas Migration","label":"Atlas Migration"},"children":[]}}
+{"op":"add","path":"/elements/req-proj-2","value":{"type":"SelectItem","props":{"value":"Phoenix Redesign","label":"Phoenix Redesign"},"children":[]}}
+{"op":"add","path":"/elements/req-proj-3","value":{"type":"SelectItem","props":{"value":"Orion API Platform","label":"Orion API Platform"},"children":[]}}
+{"op":"add","path":"/elements/req-proj-4","value":{"type":"SelectItem","props":{"value":"Nova Mobile App","label":"Nova Mobile App"},"children":[]}}
+{"op":"add","path":"/elements/req-proj-5","value":{"type":"SelectItem","props":{"value":"Titan Data Warehouse","label":"Titan Data Warehouse"},"children":[]}}
+{"op":"add","path":"/elements/req-role-control","value":{"type":"FormControl","props":{"label":"Role Needed","input":"req-role-input"},"children":[]}}
+{"op":"add","path":"/elements/req-role-input","value":{"type":"Input","props":{"name":"reqRole","placeholder":"e.g. Senior Backend Engineer","value":{"$bindState":"/requestForm/role"}},"children":[]}}
+{"op":"add","path":"/elements/req-qty-control","value":{"type":"FormControl","props":{"label":"Headcount","input":"req-qty-input"},"children":[]}}
+{"op":"add","path":"/elements/req-qty-input","value":{"type":"Input","props":{"name":"reqQty","type":"number","placeholder":"1","value":{"$bindState":"/requestForm/qty"}},"children":[]}}
+{"op":"add","path":"/elements/req-justification-control","value":{"type":"FormControl","props":{"label":"Justification","input":"req-justification-input"},"children":[]}}
+{"op":"add","path":"/elements/req-justification-input","value":{"type":"TextArea","props":{"name":"reqJustification","placeholder":"Why is this resource needed?","rows":3,"value":{"$bindState":"/requestForm/justification"}},"children":[]}}
+{"op":"add","path":"/elements/req-submit-btn","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"children":[]}}
+{"op":"add","path":"/state/requestForm","value":{"project":"","role":"","qty":"","justification":""}}
+{"op":"add","path":"/elements/archive-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"🗄 Archive Project","title":"Archive a Finished Project","description":"Select a completed project to archive it. This will remove it from the active portfolio view and move it to the historical record.","confirmLabel":"Archive","cancelLabel":"Cancel","triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/health-summary","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health: AT RISK","description":"3 of 5 projects on track · 2 overdue milestones · budget utilization at 74% · 3 high-severity risks require immediate attention"},"children":[]}}
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+{"op":"add","path":"/elements/risks-header","value":{"type":"CardHeader","props":{"title":"🚨 Risk Register","subtitle":"5 active risks across portfolio"},"children":[]}}
+{"op":"add","path":"/elements/risks-table","value":{"type":"Table","props":{"columns":["col-risk-desc","col-risk-project","col-risk-severity","col-risk-mitigation"]},"children":[]}}
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+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"🚫 Blocked Work Items","subtitle":"3 items currently blocked"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-item"]}}
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+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"1","title":"Payment gateway integration","project":"Nova Mobile App","blockedBy":"Vendor API credentials pending","daysBlocked":8}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"2","title":"Role-based access control","project":"Orion API Platform","blockedBy":"Security architecture review","daysBlocked":4}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..1f8f28a91
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r2.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["health-callout","export-success-callout","controls-row","projects-card","milestones-card","budget-card","utilization-card","risks-card","deadlines-card","pace-card","blocked-card"]}}
+{"op":"add","path":"/elements/health-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health Summary","description":{"$state":"/healthSummary"}},"children":[]}}
+{"op":"add","path":"/state/healthSummary","value":"4 of 6 projects on track · 2 at risk · Budget utilization at 72% · 3 overdue milestones require immediate attention · Delivery velocity trending +12% over last 3 sprints"}
+{"op":"add","path":"/elements/export-success-callout","value":{"type":"Callout","props":{"variant":"success","title":"Export Complete","description":"Portfolio review has been exported to PDF and shared with stakeholders."},"visible":{"$state":"/exportSuccess"},"children":[]}}
+{"op":"add","path":"/state/exportSuccess","value":false}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between","variant":"clear"},"children":["quarter-select","export-btn","request-dialog"]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","placeholder":"Select quarter","value":{"$bindState":"/quarter"},"items":["q-opt-1","q-opt-2","q-opt-3","q-opt-4"],"size":"medium"},"children":["q-opt-1","q-opt-2","q-opt-3","q-opt-4"]}}
+{"op":"add","path":"/elements/q-opt-1","value":{"type":"SelectItem","props":{"value":"Q1 2025","label":"Q1 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-2","value":{"type":"SelectItem","props":{"value":"Q2 2025","label":"Q2 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-3","value":{"type":"SelectItem","props":{"value":"Q3 2025","label":"Q3 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-4","value":{"type":"SelectItem","props":{"value":"Q4 2025","label":"Q4 2025"},"children":[]}}
+{"op":"add","path":"/state/quarter","value":"Q3 2025"}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportSuccess","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/request-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Resources","title":"Request Additional Resources","description":"Submit a staffing request for a project in the portfolio.","triggerVariant":"primary","content":["req-content"]},"children":["req-content"]}}
+{"op":"add","path":"/elements/req-content","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["req-project-fc","req-count-fc","req-reason-fc","req-submit-btn"]}}
+{"op":"add","path":"/elements/req-project-fc","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-sel"},"children":["req-project-sel"]}}
+{"op":"add","path":"/elements/req-project-sel","value":{"type":"Select","props":{"name":"requestProject","placeholder":"Select project","value":{"$bindState":"/resourceRequest/project"},"items":["req-opt-1","req-opt-2","req-opt-3","req-opt-4","req-opt-5","req-opt-6"]},"children":["req-opt-1","req-opt-2","req-opt-3","req-opt-4","req-opt-5","req-opt-6"]}}
+{"op":"add","path":"/elements/req-opt-1","value":{"type":"SelectItem","props":{"value":"Atlas Platform Migration","label":"Atlas Platform Migration"},"children":[]}}
+{"op":"add","path":"/elements/req-opt-2","value":{"type":"SelectItem","props":{"value":"Customer Portal Redesign","label":"Customer Portal Redesign"},"children":[]}}
+{"op":"add","path":"/elements/req-opt-3","value":{"type":"SelectItem","props":{"value":"Data Warehouse Modernization","label":"Data Warehouse Modernization"},"children":[]}}
+{"op":"add","path":"/elements/req-opt-4","value":{"type":"SelectItem","props":{"value":"Mobile App v3.0","label":"Mobile App v3.0"},"children":[]}}
+{"op":"add","path":"/elements/req-opt-5","value":{"type":"SelectItem","props":{"value":"API Gateway Upgrade","label":"API Gateway Upgrade"},"children":[]}}
+{"op":"add","path":"/elements/req-opt-6","value":{"type":"SelectItem","props":{"value":"Compliance Automation","label":"Compliance Automation"},"children":[]}}
+{"op":"add","path":"/elements/req-count-fc","value":{"type":"FormControl","props":{"label":"Number of People","hint":"How many additional team members are needed?","input":"req-count-input"},"children":["req-count-input"]}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"requestCount","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/resourceRequest/count"}},"children":[]}}
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+{"op":"add","path":"/elements/milestone-icon","value":{"type":"Tag","props":{"text":"OVERDUE","variant":"danger","size":"sm"},"children":[]}}
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+{"op":"add","path":"/state/overdueMilestones","value":[]}
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+{"op":"add","path":"/state/overdueMilestones/2","value":{"id":"m3","project":"Compliance Automation","milestone":"Security Audit Complete","dueDate":"Jul 14","daysOverdue":1}}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["budget-heading","budget-chart"]}}
+{"op":"add","path":"/elements/budget-heading","value":{"type":"Heading","props":{"text":"Budget: Spent vs. Allocated ($K)","level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/budgetLabels","value":["Atlas","Portal","Data WH","Mobile","API GW","Compliance"]}
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+{"op":"add","path":"/elements/util-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} (${role})"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/teamMembers","value":[]}
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+{"op":"add","path":"/elements/risks-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["risks-heading","risks-list"]}}
+{"op":"add","path":"/elements/risks-heading","value":{"type":"Heading","props":{"text":"Risk Register","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-row"]}}
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+{"op":"add","path":"/elements/risk-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["risk-desc","risk-project"]}}
+{"op":"add","path":"/elements/risk-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-project","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${project}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"severityVariant"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","project":"Mobile App v3.0","description":"Key developer on extended leave with no qualified backup","severity":"Critical","severityVariant":"danger"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r2","project":"Customer Portal Redesign","description":"Scope creep from escalating stakeholder change requests","severity":"High","severityVariant":"warning"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"r3","project":"Data Warehouse Modernization","description":"Vendor dependency on legacy system access for data mapping","severity":"Medium","severityVariant":"info"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"r4","project":"Compliance Automation","description":"Regulatory timeline may shift due to pending legislation","severity":"Medium","severityVariant":"info"}}
+{"op":"add","path":"/state/risks/4","value":{"id":"r5","project":"Atlas Platform Migration","description":"Data migration complexity underestimated in initial scoping","severity":"Low","severityVariant":"neutral"}}
+{"op":"add","path":"/elements/deadlines-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["deadlines-heading","deadlines-list"]}}
+{"op":"add","path":"/elements/deadlines-heading","value":{"type":"Heading","props":{"text":"Deadlines — Next Two Weeks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/deadlines-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/upcomingDeadlines","key":"id"},"children":["deadline-row"]}}
+{"op":"add","path":"/elements/deadline-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["deadline-date","deadline-info"]}}
+{"op":"add","path":"/elements/deadline-date","value":{"type":"Tag","props":{"text":{"$item":"date"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/deadline-info","value":{"type":"TextContent","props":{"text":{"$template":"${project} — ${milestone}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/upcomingDeadlines","value":[]}
+{"op":"add","path":"/state/upcomingDeadlines/0","value":{"id":"d1","date":"Jul 22","project":"Mobile App v3.0","milestone":"App Store Submission"}}
+{"op":"add","path":"/state/upcomingDeadlines/1","value":{"id":"d2","date":"Jul 24","project":"Customer Portal Redesign","milestone":"UAT Start"}}
+{"op":"add","path":"/state/upcomingDeadlines/2","value":{"id":"d3","date":"Jul 28","project":"API Gateway Upgrade","milestone":"Load Testing Complete"}}
+{"op":"add","path":"/state/upcomingDeadlines/3","value":{"id":"d4","date":"Jul 30","project":"Customer Portal Redesign","milestone":"Go/No-Go Decision"}}
+{"op":"add","path":"/state/upcomingDeadlines/4","value":{"id":"d5","date":"Aug 1","project":"Compliance Automation","milestone":"Policy Review Board"}}
+{"op":"add","path":"/elements/pace-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["pace-heading","pace-chart"]}}
+{"op":"add","path":"/elements/pace-heading","value":{"type":"Heading","props":{"text":"Delivery Pace — Last 6 Sprints","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/sprintLabels"},"series":["pace-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"},"children":["pace-series"]}}
+{"op":"add","path":"/elements/pace-series","value":{"type":"Series","props":{"category":"Story Points Delivered","values":{"$state":"/sprintVelocity"}},"children":[]}}
+{"op":"add","path":"/state/sprintLabels","value":["Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23","Sprint 24"]}
+{"op":"add","path":"/state/sprintVelocity","value":[42,38,45,51,48,55]}
+{"op":"add","path":"/elements/blocked-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked Work Items","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-row"]}}
+{"op":"add","path":"/elements/blocked-row","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["blocked-badge","blocked-info"]}}
+{"op":"add","path":"/elements/blocked-badge","value":{"type":"Tag","props":{"text":"BLOCKED","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/blocked-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["blocked-title","blocked-reason"]}}
+{"op":"add","path":"/elements/blocked-title","value":{"type":"TextContent","props":{"text":{"$template":"${project} — ${item}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/blocked-reason","value":{"type":"TextContent","props":{"text":{"$template":"Blocked by: ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"b1","project":"Mobile App v3.0","item":"Push notification service integration","reason":"Vendor API key not provisioned"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"b2","project":"Customer Portal Redesign","item":"Payment gateway migration","reason":"Legal review pending on new processor agreement"}}
+{"op":"add","path":"/state/blockedItems/2","value":{"id":"b3","project":"Atlas Platform Migration","item":"Legacy data export job","reason":"Infrastructure team at capacity until Jul 21"}}
+{"op":"add","path":"/state/blockedItems/3","value":{"id":"b4","project":"Data Warehouse Modernization","item":"Schema validation rules","reason":"Requirements unclear — awaiting BA clarification"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..27e045a47
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,128 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-card","projects-section","overdue-section","budget-section","utilization-section","risks-section","deadlines-section","pace-section","blocked-section"]}}
+{"op":"add","path":"/elements/header-card","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["health-callout","controls-row"]}}
+{"op":"add","path":"/elements/health-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health: AT RISK","description":"3 of 6 projects are off-track. Budget overrun on Atlas (+12%). 4 milestones overdue. Velocity trending down 15% over last 3 sprints."},"children":[]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["quarter-fc","action-buttons"]}}
+{"op":"add","path":"/elements/quarter-fc","value":{"type":"FormControl","props":{"label":"Review Quarter","input":"quarter-select"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","value":{"$bindState":"/quarter"},"placeholder":"Select quarter"},"children":["q-opt-1","q-opt-2","q-opt-3","q-opt-4"]}}
+{"op":"add","path":"/elements/q-opt-1","value":{"type":"SelectItem","props":{"value":"Q1 2025","label":"Q1 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-2","value":{"type":"SelectItem","props":{"value":"Q2 2025","label":"Q2 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-3","value":{"type":"SelectItem","props":{"value":"Q3 2025","label":"Q3 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-4","value":{"type":"SelectItem","props":{"value":"Q4 2025","label":"Q4 2025"},"children":[]}}
+{"op":"add","path":"/state/quarter","value":"Q2 2025"}
+{"op":"add","path":"/elements/action-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["export-btn","request-people-dialog"]}}
+{"op":"add","path":"/elements/export-btn","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/request-people-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Headcount","title":"Request Additional Resources","description":"Submit a staffing request for a project in the portfolio.","triggerVariant":"primary","content":["request-form"]},"children":[]}}
+{"op":"add","path":"/elements/request-form","value":{"type":"Form","props":{"name":"headcount-request","fields":["req-project-fc","req-count-fc","req-role-fc","req-just-fc"],"buttons":"req-buttons"},"children":[]}}
+{"op":"add","path":"/elements/req-project-fc","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-select"},"children":[]}}
+{"op":"add","path":"/elements/req-project-select","value":{"type":"Select","props":{"name":"project","placeholder":"Select project","value":{"$bindState":"/headcountRequest/project"}},"children":["req-p1","req-p2","req-p3","req-p4","req-p5","req-p6"]}}
+{"op":"add","path":"/elements/req-p1","value":{"type":"SelectItem","props":{"value":"atlas","label":"Atlas Platform"},"children":[]}}
+{"op":"add","path":"/elements/req-p2","value":{"type":"SelectItem","props":{"value":"beacon","label":"Beacon Analytics"},"children":[]}}
+{"op":"add","path":"/elements/req-p3","value":{"type":"SelectItem","props":{"value":"cipher","label":"Cipher Security"},"children":[]}}
+{"op":"add","path":"/elements/req-p4","value":{"type":"SelectItem","props":{"value":"delta","label":"Delta Migration"},"children":[]}}
+{"op":"add","path":"/elements/req-p5","value":{"type":"SelectItem","props":{"value":"echo","label":"Echo Mobile"},"children":[]}}
+{"op":"add","path":"/elements/req-p6","value":{"type":"SelectItem","props":{"value":"forge","label":"Forge DevOps"},"children":[]}}
+{"op":"add","path":"/elements/req-count-fc","value":{"type":"FormControl","props":{"label":"Number of People","input":"req-count-input"},"children":[]}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"count","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/headcountRequest/count"}},"children":[]}}
+{"op":"add","path":"/elements/req-role-fc","value":{"type":"FormControl","props":{"label":"Role Needed","input":"req-role-input"},"children":[]}}
+{"op":"add","path":"/elements/req-role-input","value":{"type":"Input","props":{"name":"role","type":"text","placeholder":"e.g. Senior Backend Engineer","value":{"$bindState":"/headcountRequest/role"}},"children":[]}}
+{"op":"add","path":"/elements/req-just-fc","value":{"type":"FormControl","props":{"label":"Justification","input":"req-just-textarea"},"children":[]}}
+{"op":"add","path":"/elements/req-just-textarea","value":{"type":"TextArea","props":{"name":"justification","placeholder":"Explain why additional resources are needed...","rows":3,"value":{"$bindState":"/headcountRequest/justification"}},"children":[]}}
+{"op":"add","path":"/elements/req-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["req-submit-btn"]}}
+{"op":"add","path":"/elements/req-submit-btn","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"children":[]}}
+{"op":"add","path":"/state/headcountRequest","value":{"project":"","count":"","role":"","justification":""}}
+{"op":"add","path":"/elements/projects-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["projects-header","projects-list"]}}
+{"op":"add","path":"/elements/projects-header","value":{"type":"CardHeader","props":{"title":"Active Projects","subtitle":"6 projects in portfolio"},"children":[]}}
+{"op":"add","path":"/elements/projects-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-row"]}}
+{"op":"add","path":"/elements/project-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["project-info","project-health-tag","archive-dialog"]}}
+{"op":"add","path":"/elements/project-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["project-name-text","project-meta-text"]}}
+{"op":"add","path":"/elements/project-name-text","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/project-meta-text","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner}  ·  Deadline: ${deadline}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/project-health-tag","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$cond":{"$state":"/projects/0/health","eq":"On Track"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/archive-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive","title":"Archive Project","description":"Are you sure you want to archive this project? It will be moved to the completed portfolio.","confirmLabel":"Archive","cancelLabel":"Cancel","triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"p1","name":"Atlas Platform","owner":"Sarah Chen","deadline":"2025-08-15","health":"At Risk"}}
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+{"op":"add","path":"/state/projects/2","value":{"id":"p3","name":"Cipher Security","owner":"Aisha Patel","deadline":"2025-09-01","health":"On Track"}}
+{"op":"add","path":"/state/projects/3","value":{"id":"p4","name":"Delta Migration","owner":"James Okafor","deadline":"2025-07-20","health":"Off Track"}}
+{"op":"add","path":"/state/projects/4","value":{"id":"p5","name":"Echo Mobile","owner":"Lina Torres","deadline":"2025-08-30","health":"At Risk"}}
+{"op":"add","path":"/state/projects/5","value":{"id":"p6","name":"Forge DevOps","owner":"David Kim","deadline":"2025-10-15","health":"On Track"}}
+{"op":"add","path":"/elements/overdue-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["overdue-header","overdue-list"]}}
+{"op":"add","path":"/elements/overdue-header","value":{"type":"CardHeader","props":{"title":"Overdue Milestones","subtitle":"4 milestones past due"},"children":[]}}
+{"op":"add","path":"/elements/overdue-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/overdueMilestones","key":"id"},"children":["overdue-item"]}}
+{"op":"add","path":"/elements/overdue-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["overdue-info","overdue-days-tag"]}}
+{"op":"add","path":"/elements/overdue-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["overdue-name","overdue-project"]}}
+{"op":"add","path":"/elements/overdue-name","value":{"type":"TextContent","props":{"text":{"$item":"milestone"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/overdue-project","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${project}  ·  Was due: ${dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overdue-days-tag","value":{"type":"Tag","props":{"text":{"$template":"${daysOverdue} days late"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/overdueMilestones","value":[]}
+{"op":"add","path":"/state/overdueMilestones/0","value":{"id":"m1","milestone":"API Gateway v2 Deploy","project":"Atlas Platform","dueDate":"2025-06-20","daysOverdue":18}}
+{"op":"add","path":"/state/overdueMilestones/1","value":{"id":"m2","milestone":"Data Pipeline UAT Sign-off","project":"Delta Migration","dueDate":"2025-06-28","daysOverdue":10}}
+{"op":"add","path":"/state/overdueMilestones/2","value":{"id":"m3","milestone":"Pen Test Completion","project":"Cipher Security","dueDate":"2025-07-01","daysOverdue":7}}
+{"op":"add","path":"/state/overdueMilestones/3","value":{"id":"m4","milestone":"Mobile Beta Release","project":"Echo Mobile","dueDate":"2025-07-03","daysOverdue":5}}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-header","budget-chart"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Budget: Spent vs. Allocated","subtitle":"In thousands (USD)"},"children":[]}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"BarChart","props":{"labels":["Atlas","Beacon","Cipher","Delta","Echo","Forge"],"series":["budget-spent-series","budget-alloc-series"],"variant":"grouped","xLabel":"Project","yLabel":"$K"},"children":[]}}
+{"op":"add","path":"/elements/budget-spent-series","value":{"type":"Series","props":{"category":"Spent","values":[420,185,290,310,145,95]},"children":[]}}
+{"op":"add","path":"/elements/budget-alloc-series","value":{"type":"Series","props":{"category":"Allocated","values":[375,250,320,280,200,150]},"children":[]}}
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+{"op":"add","path":"/elements/utilization-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["util-name","util-progress"]}}
+{"op":"add","path":"/elements/util-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/util-progress","value":{"type":"Progress","props":{"value":{"$item":"percent"},"label":{"$template":"${percent}%"}},"children":[]}}
+{"op":"add","path":"/state/teamUtilization","value":[]}
+{"op":"add","path":"/state/teamUtilization/0","value":{"id":"t1","name":"Frontend Team","percent":110}}
+{"op":"add","path":"/state/teamUtilization/1","value":{"id":"t2","name":"Backend Team","percent":95}}
+{"op":"add","path":"/state/teamUtilization/2","value":{"id":"t3","name":"Data Engineering","percent":85}}
+{"op":"add","path":"/state/teamUtilization/3","value":{"id":"t4","name":"QA / Testing","percent":105}}
+{"op":"add","path":"/state/teamUtilization/4","value":{"id":"t5","name":"DevOps / SRE","percent":70}}
+{"op":"add","path":"/state/teamUtilization/5","value":{"id":"t6","name":"Security Team","percent":90}}
+{"op":"add","path":"/elements/risks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risks-header","risks-list"]}}
+{"op":"add","path":"/elements/risks-header","value":{"type":"CardHeader","props":{"title":"Risk Register","subtitle":"Active risks across portfolio"},"children":[]}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-row"]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["risk-severity-tag","risk-info"]}}
+{"op":"add","path":"/elements/risk-severity-tag","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"Critical"},"$then":"danger","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/risk-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["risk-desc","risk-project"]}}
+{"op":"add","path":"/elements/risk-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-project","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${project}  ·  Mitigation: ${mitigation}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","severity":"Critical","description":"Key architect departing mid-August; no replacement identified","project":"Atlas Platform","mitigation":"Knowledge transfer sessions scheduled; backfill req opened"}}
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+{"op":"add","path":"/elements/deadlines-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["deadlines-header","deadlines-list"]}}
+{"op":"add","path":"/elements/deadlines-header","value":{"type":"CardHeader","props":{"title":"Deadlines: Next 2 Weeks","subtitle":"July 8 – July 22, 2025"},"children":[]}}
+{"op":"add","path":"/elements/deadlines-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/upcomingDeadlines","key":"id"},"children":["deadline-row"]}}
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+{"op":"add","path":"/elements/deadline-date-badge","value":{"type":"Badge","props":{"text":{"$item":"date"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/deadline-project-text","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${project}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/upcomingDeadlines","value":[]}
+{"op":"add","path":"/state/upcomingDeadlines/0","value":{"id":"d1","date":"Jul 10","description":"Sprint 13 Demo & Stakeholder Review","project":"Atlas Platform"}}
+{"op":"add","path":"/state/upcomingDeadlines/1","value":{"id":"d2","date":"Jul 12","description":"Data Validation Complete – Phase 2 Gate","project":"Delta Migration"}}
+{"op":"add","path":"/state/upcomingDeadlines/2","value":{"id":"d3","date":"Jul 15","description":"Security Scan Report Due to Compliance","project":"Cipher Security"}}
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+{"op":"add","path":"/state/upcomingDeadlines/4","value":{"id":"d5","date":"Jul 21","description":"CI/CD Pipeline Cutover Window","project":"Forge DevOps"}}
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+{"op":"add","path":"/elements/pace-header","value":{"type":"CardHeader","props":{"title":"Delivery Pace","subtitle":"Story points delivered per sprint (last 6 sprints)"},"children":[]}}
+{"op":"add","path":"/elements/pace-chart","value":{"type":"AreaChart","props":{"labels":["Sprint 8","Sprint 9","Sprint 10","Sprint 11","Sprint 12","Sprint 13"],"series":["velocity-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"},"children":[]}}
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+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"Blocked Work Items","subtitle":"5 items currently blocked"},"children":[]}}
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+{"op":"add","path":"/elements/blocked-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["blocked-title","blocked-meta"]}}
+{"op":"add","path":"/elements/blocked-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/blocked-meta","value":{"type":"TextContent","props":{"text":{"$template":"Project: ${project}  ·  Blocked by: ${blockedBy}  ·  Since: ${since}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-reason-tag","value":{"type":"Tag","props":{"text":{"$item":"reason"},"variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"b1","title":"Payment gateway integration","project":"Atlas Platform","blockedBy":"Vendor contract renewal pending","reason":"Vendor","since":"Jun 25"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"b2","title":"Schema migration for orders table","project":"Delta Migration","blockedBy":"DBA approval on rollback plan","reason":"Approval","since":"Jul 1"}}
+{"op":"add","path":"/state/blockedItems/2","value":{"id":"b3","title":"OAuth2 token refresh flow","project":"Cipher Security","blockedBy":"Identity team capacity","reason":"Dependency","since":"Jun 30"}}
+{"op":"add","path":"/state/blockedItems/3","value":{"id":"b4","title":"Push notification service setup","project":"Echo Mobile","blockedBy":"Apple developer cert expiry","reason":"Access","since":"Jul 3"}}
+{"op":"add","path":"/state/blockedItems/4","value":{"id":"b5","title":"Terraform module for staging env","project":"Forge DevOps","blockedBy":"Cloud account quota limit","reason":"Infra","since":"Jul 5"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..c5a425258
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,130 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","health-summary","projects-section","budget-section","delivery-section","utilization-section","milestones-blocked-section","deadlines-section","risks-section","actions-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["header-title","quarter-select","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"PMO Portfolio Review","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","placeholder":"Select Quarter","value":{"$bindState":"/selectedQuarter"},"items":["q-opt-1","q-opt-2","q-opt-3","q-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/q-opt-1","value":{"type":"SelectItem","props":{"value":"Q1-2025","label":"Q1 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-2","value":{"type":"SelectItem","props":{"value":"Q2-2025","label":"Q2 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-3","value":{"type":"SelectItem","props":{"value":"Q3-2025","label":"Q3 2025"},"children":[]}}
+{"op":"add","path":"/elements/q-opt-4","value":{"type":"SelectItem","props":{"value":"Q4-2025","label":"Q4 2025"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q2-2025"}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-export","btn-request-people","btn-archive"]}}
+{"op":"add","path":"/elements/btn-export","value":{"type":"Button","props":{"label":"Export Review","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/btn-request-people","value":{"type":"Button","props":{"label":"Request Resources","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/btn-archive","value":{"type":"Button","props":{"label":"Archive Project","variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/health-summary","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio Health: At Risk","description":"3 of 6 projects are amber/red. Budget burn rate exceeds plan by 12%. Two critical risks require escalation. Delivery velocity has declined 15% over the last 3 sprints."},"children":[]}}
+{"op":"add","path":"/elements/projects-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["projects-header","projects-table"]}}
+{"op":"add","path":"/elements/projects-header","value":{"type":"CardHeader","props":{"title":"Active Projects","subtitle":"6 projects in portfolio"},"children":[]}}
+{"op":"add","path":"/elements/projects-table","value":{"type":"Table","props":{"columns":["col-project","col-owner","col-deadline","col-health","col-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-project","value":{"type":"Col","props":{"label":"Project","data":["Phoenix Migration","Atlas CRM","Orion Analytics","Titan ERP","Nova Mobile","Zephyr API"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-owner","value":{"type":"Col","props":{"label":"Owner","data":["Sarah Chen","Marcus Webb","Priya Patel","James Okafor","Lisa Nguyen","David Kim"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-deadline","value":{"type":"Col","props":{"label":"Deadline","data":["2025-07-15","2025-08-01","2025-06-30","2025-09-15","2025-07-22","2025-08-10"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-health","value":{"type":"Col","props":{"label":"Health","data":["🟢 Green","🟡 Amber","🔴 Red","🟢 Green","🟡 Amber","🟢 Green"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Progress","data":["72%","45%","30%","60%","55%","80%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/budget-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["budget-header","budget-chart"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Budget: Spent vs Allocated","subtitle":"All figures in $K"},"children":[]}}
+{"op":"add","path":"/elements/budget-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Phoenix Migration","Atlas CRM","Orion Analytics","Titan ERP","Nova Mobile","Zephyr API"],"series":["budget-spent","budget-allocated"],"variant":"grouped","xLabel":"Amount ($K)","yLabel":"Project"},"children":[]}}
+{"op":"add","path":"/elements/budget-spent","value":{"type":"Series","props":{"category":"Spent","values":[420,180,95,310,140,220]},"children":[]}}
+{"op":"add","path":"/elements/budget-allocated","value":{"type":"Series","props":{"category":"Allocated","values":[500,350,280,600,300,250]},"children":[]}}
+{"op":"add","path":"/elements/delivery-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["delivery-header","delivery-chart"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery Pace","subtitle":"Story points completed per sprint (last 6 sprints)"},"children":[]}}
+{"op":"add","path":"/elements/delivery-chart","value":{"type":"LineChart","props":{"labels":["Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23","Sprint 24"],"series":["delivery-velocity","delivery-commitment"],"variant":"natural","xLabel":"Sprint","yLabel":"Story Points"},"children":[]}}
+{"op":"add","path":"/elements/delivery-velocity","value":{"type":"Series","props":{"category":"Delivered","values":[85,92,78,74,68,62]},"children":[]}}
+{"op":"add","path":"/elements/delivery-commitment","value":{"type":"Series","props":{"category":"Committed","values":[90,90,85,85,80,80]},"children":[]}}
+{"op":"add","path":"/elements/utilization-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["utilization-header","utilization-list"]}}
+{"op":"add","path":"/elements/utilization-header","value":{"type":"CardHeader","props":{"title":"Team Utilization","subtitle":"Average allocation across active projects"},"children":[]}}
+{"op":"add","path":"/elements/utilization-list","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/teamUtilization","key":"id"},"children":["util-item"]}}
+{"op":"add","path":"/elements/util-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between"},"children":["util-name","util-bar"]}}
+{"op":"add","path":"/elements/util-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/util-bar","value":{"type":"Progress","props":{"value":{"$item":"percent"},"label":{"$template":"${percent}%"}},"children":[]}}
+{"op":"add","path":"/state/teamUtilization","value":[]}
+{"op":"add","path":"/state/teamUtilization/0","value":{"id":"1","name":"Engineering","percent":92}}
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+{"op":"add","path":"/state/teamUtilization/4","value":{"id":"5","name":"Data Science","percent":95}}
+{"op":"add","path":"/state/teamUtilization/5","value":{"id":"6","name":"Product","percent":70}}
+{"op":"add","path":"/elements/milestones-blocked-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["milestones-blocked-header","milestones-blocked-cols"]}}
+{"op":"add","path":"/elements/milestones-blocked-header","value":{"type":"CardHeader","props":{"title":"Overdue Milestones & Blocked Work","subtitle":"Items requiring immediate attention"},"children":[]}}
+{"op":"add","path":"/elements/milestones-blocked-cols","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["overdue-list","blocked-list"]}}
+{"op":"add","path":"/elements/overdue-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["overdue-title","overdue-items"]}}
+{"op":"add","path":"/elements/overdue-title","value":{"type":"TextContent","props":{"text":"⚠️ Overdue Milestones","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/overdue-items","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/overdueMilestones","key":"id"},"children":["overdue-item"]}}
+{"op":"add","path":"/elements/overdue-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between","variant":"clear"},"children":["overdue-item-text","overdue-item-days"]}}
+{"op":"add","path":"/elements/overdue-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${title} — ${project}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overdue-item-days","value":{"type":"Tag","props":{"text":{"$template":"${daysOverdue}d overdue"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/overdueMilestones","value":[]}
+{"op":"add","path":"/state/overdueMilestones/0","value":{"id":"1","title":"Data Migration Complete","project":"Phoenix Migration","daysOverdue":12}}
+{"op":"add","path":"/state/overdueMilestones/1","value":{"id":"2","title":"UAT Sign-off","project":"Orion Analytics","daysOverdue":8}}
+{"op":"add","path":"/state/overdueMilestones/2","value":{"id":"3","title":"API Contract Finalized","project":"Zephyr API","daysOverdue":5}}
+{"op":"add","path":"/state/overdueMilestones/3","value":{"id":"4","title":"Security Audit Passed","project":"Atlas CRM","daysOverdue":3}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"children":["blocked-title","blocked-items"]}}
+{"op":"add","path":"/elements/blocked-title","value":{"type":"TextContent","props":{"text":"🚫 Blocked Work Items","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/blocked-items","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","justify":"between","variant":"clear"},"children":["blocked-item-text","blocked-item-reason"]}}
+{"op":"add","path":"/elements/blocked-item-text","value":{"type":"TextContent","props":{"text":{"$template":"${title} — ${project}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-item-reason","value":{"type":"Tag","props":{"text":{"$item":"reason"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"1","title":"Payment Gateway Integration","project":"Nova Mobile","reason":"Vendor Delay"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"2","title":"SSO Configuration","project":"Titan ERP","reason":"Dependency"}}
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+{"op":"add","path":"/state/blockedItems/3","value":{"id":"4","title":"Compliance Review","project":"Orion Analytics","reason":"Legal Hold"}}
+{"op":"add","path":"/elements/deadlines-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["deadlines-header","deadlines-list"]}}
+{"op":"add","path":"/elements/deadlines-header","value":{"type":"CardHeader","props":{"title":"Upcoming Deadlines (Next 2 Weeks)","subtitle":"June 16 – June 30, 2025"},"children":[]}}
+{"op":"add","path":"/elements/deadlines-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/upcomingDeadlines","key":"id"},"children":["deadline-item"]}}
+{"op":"add","path":"/elements/deadline-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"clear"},"children":["deadline-date","deadline-info","deadline-project-tag"]}}
+{"op":"add","path":"/elements/deadline-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deadline-info","value":{"type":"TextContent","props":{"text":{"$item":"milestone"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deadline-project-tag","value":{"type":"Tag","props":{"text":{"$item":"project"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/upcomingDeadlines","value":[]}
+{"op":"add","path":"/state/upcomingDeadlines/0","value":{"id":"1","date":"Jun 18","milestone":"Go/No-Go Decision","project":"Orion Analytics"}}
+{"op":"add","path":"/state/upcomingDeadlines/1","value":{"id":"2","date":"Jun 20","milestone":"Sprint 24 Demo","project":"Phoenix Migration"}}
+{"op":"add","path":"/state/upcomingDeadlines/2","value":{"id":"3","date":"Jun 23","milestone":"Beta Release","project":"Nova Mobile"}}
+{"op":"add","path":"/state/upcomingDeadlines/3","value":{"id":"4","date":"Jun 25","milestone":"Architecture Review","project":"Titan ERP"}}
+{"op":"add","path":"/state/upcomingDeadlines/4","value":{"id":"5","date":"Jun 27","milestone":"Pen Test Results","project":"Atlas CRM"}}
+{"op":"add","path":"/state/upcomingDeadlines/5","value":{"id":"6","date":"Jun 30","milestone":"MVP Delivery","project":"Orion Analytics"}}
+{"op":"add","path":"/elements/risks-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["risks-header","risks-list"]}}
+{"op":"add","path":"/elements/risks-header","value":{"type":"CardHeader","props":{"title":"Risk Register","subtitle":"Top risks across the portfolio"},"children":[]}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"clear"},"children":["risk-info","risk-severity"]}}
+{"op":"add","path":"/elements/risk-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["risk-title","risk-project"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-project","value":{"type":"TextContent","props":{"text":{"$template":"${project} · Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$state":"/dummy","eq":"x"},"$then":"danger","$else":"danger"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"1","title":"Key engineer departure imminent","project":"Orion Analytics","owner":"Priya Patel","severity":"Critical"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"2","title":"Vendor contract renewal at risk","project":"Nova Mobile","owner":"Lisa Nguyen","severity":"High"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"3","title":"Data privacy regulation change","project":"Atlas CRM","owner":"Marcus Webb","severity":"High"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"4","title":"Infrastructure capacity limits","project":"Zephyr API","owner":"David Kim","severity":"Medium"}}
+{"op":"add","path":"/state/risks/4","value":{"id":"5","title":"Scope creep from stakeholder requests","project":"Titan ERP","owner":"James Okafor","severity":"Medium"}}
+{"op":"add","path":"/state/risks/5","value":{"id":"6","title":"Third-party API deprecation","project":"Phoenix Migration","owner":"Sarah Chen","severity":"Low"}}
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["actions-header","actions-row"]}}
+{"op":"add","path":"/elements/actions-header","value":{"type":"CardHeader","props":{"title":"Portfolio Actions"},"children":[]}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["action-request-dialog","action-export-btn","action-archive-dialog"]}}
+{"op":"add","path":"/elements/action-request-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request Additional Resources","title":"Resource Request","description":"Submit a request for additional team members on a project.","triggerVariant":"default","content":["req-form"]},"children":[]}}
+{"op":"add","path":"/elements/req-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["req-project-fc","req-role-fc","req-count-fc","req-justification-fc","req-submit"]}}
+{"op":"add","path":"/elements/req-project-fc","value":{"type":"FormControl","props":{"label":"Project","input":"req-project-input"},"children":[]}}
+{"op":"add","path":"/elements/req-project-input","value":{"type":"Select","props":{"name":"reqProject","placeholder":"Select project","value":{"$bindState":"/resourceRequest/project"},"items":["req-p1","req-p2","req-p3","req-p4","req-p5","req-p6"]},"children":[]}}
+{"op":"add","path":"/elements/req-p1","value":{"type":"SelectItem","props":{"value":"Phoenix Migration","label":"Phoenix Migration"},"children":[]}}
+{"op":"add","path":"/elements/req-p2","value":{"type":"SelectItem","props":{"value":"Atlas CRM","label":"Atlas CRM"},"children":[]}}
+{"op":"add","path":"/elements/req-p3","value":{"type":"SelectItem","props":{"value":"Orion Analytics","label":"Orion Analytics"},"children":[]}}
+{"op":"add","path":"/elements/req-p4","value":{"type":"SelectItem","props":{"value":"Titan ERP","label":"Titan ERP"},"children":[]}}
+{"op":"add","path":"/elements/req-p5","value":{"type":"SelectItem","props":{"value":"Nova Mobile","label":"Nova Mobile"},"children":[]}}
+{"op":"add","path":"/elements/req-p6","value":{"type":"SelectItem","props":{"value":"Zephyr API","label":"Zephyr API"},"children":[]}}
+{"op":"add","path":"/elements/req-role-fc","value":{"type":"FormControl","props":{"label":"Role Needed","input":"req-role-input"},"children":[]}}
+{"op":"add","path":"/elements/req-role-input","value":{"type":"Select","props":{"name":"reqRole","placeholder":"Select role","value":{"$bindState":"/resourceRequest/role"},"items":["req-r1","req-r2","req-r3","req-r4","req-r5"]},"children":[]}}
+{"op":"add","path":"/elements/req-r1","value":{"type":"SelectItem","props":{"value":"Senior Engineer","label":"Senior Engineer"},"children":[]}}
+{"op":"add","path":"/elements/req-r2","value":{"type":"SelectItem","props":{"value":"QA Engineer","label":"QA Engineer"},"children":[]}}
+{"op":"add","path":"/elements/req-r3","value":{"type":"SelectItem","props":{"value":"DevOps Engineer","label":"DevOps Engineer"},"children":[]}}
+{"op":"add","path":"/elements/req-r4","value":{"type":"SelectItem","props":{"value":"Data Scientist","label":"Data Scientist"},"children":[]}}
+{"op":"add","path":"/elements/req-r5","value":{"type":"SelectItem","props":{"value":"UX Designer","label":"UX Designer"},"children":[]}}
+{"op":"add","path":"/elements/req-count-fc","value":{"type":"FormControl","props":{"label":"Number of People","input":"req-count-input"},"children":[]}}
+{"op":"add","path":"/elements/req-count-input","value":{"type":"Input","props":{"name":"reqCount","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/resourceRequest/count"}},"children":[]}}
+{"op":"add","path":"/elements/req-justification-fc","value":{"type":"FormControl","props":{"label":"Justification","input":"req-justification-input"},"children":[]}}
+{"op":"add","path":"/elements/req-justification-input","value":{"type":"TextArea","props":{"name":"reqJustification","placeholder":"Explain why additional resources are needed...","rows":3,"value":{"$bindState":"/resourceRequest/justification"}},"children":[]}}
+{"op":"add","path":"/elements/req-submit","value":{"type":"Button","props":{"label":"Submit Request","variant":"primary"},"children":[]}}
+{"op":"add","path":"/state/resourceRequest","value":{"project":"","role":"","count":"","justification":""}}
+{"op":"add","path":"/elements/action-export-btn","value":{"type":"Button","props":{"label":"Export as PDF","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/action-archive-dialog","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive Finished Project","title":"Archive Project","description":"Select a completed project to archive. This will remove it from the active portfolio view and move it to the archive.","confirmLabel":"Archive","cancelLabel":"Cancel","triggerVariant":"outline"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..ff479c067
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r1.txt
@@ -0,0 +1,168 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","plants-section","ops-row","maintenance-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"⚡ Grid Control Console","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear","align":"center"},"children":["region-select-ctrl","curtailment-dialog"]}}
+{"op":"add","path":"/elements/region-select-ctrl","value":{"type":"FormControl","props":{"label":"Region Focus","input":"region-select"},"children":[]}}
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+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Order Curtailment","title":"Issue Curtailment Order","description":"Select a plant and set the curtailment level to reduce output.","content":["curtailment-form"],"triggerVariant":"destructive"},"children":[]}}
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+{"op":"add","path":"/elements/curtail-plant-ctrl","value":{"type":"FormControl","props":{"label":"Target Plant","input":"curtail-plant-select"},"children":[]}}
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+{"op":"add","path":"/elements/cp-opt-2","value":{"type":"SelectItem","props":{"value":"Northfield Wind Farm","label":"Northfield Wind Farm"},"children":[]}}
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+{"op":"add","path":"/elements/cp-opt-4","value":{"type":"SelectItem","props":{"value":"Atomcore Nuclear","label":"Atomcore Nuclear"},"children":[]}}
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+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"al-1","title":"Frequency Deviation","message":"System frequency dropped to 49.82 Hz. Reserve activation triggered.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"al-2","title":"Voltage Excursion — Node 44","message":"Voltage at 134.2 kV (limit 132 kV). Auto-tap changer engaged.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"al-3","title":"Reserve Margin Low","message":"Spinning reserve below 5% threshold. Consider dispatching peaking units.","variant":"destructive"}}
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+{"op":"add","path":"/state/alerts/4","value":{"id":"al-5","title":"SCADA Comms Restored","message":"Telemetry link to Westmoor Wind re-established after 22 min outage.","variant":"success"}}
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+{"op":"add","path":"/elements/maint-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/maint-date","value":{"type":"TextContent","props":{"text":{"$item":"dates"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maint-badge","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m-1","name":"Atomcore Nuclear — Steam Valve Replacement","dates":"Jan 18–22","type":"Generation"}}
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+{"op":"add","path":"/state/maintenance/2","value":{"id":"m-3","name":"Sub-South-3 — Transformer Oil Change","dates":"Jan 24–26","type":"Substation"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m-4","name":"Coalford Station — Boiler Tube Inspection","dates":"Jan 28–31","type":"Generation"}}
+{"op":"add","path":"/state/maintenance/4","value":{"id":"m-5","name":"Westmoor Wind — Gearbox Overhaul","dates":"Jan 15–Feb 2","type":"Generation"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..ca83a5425
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r2.txt
@@ -0,0 +1,119 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["header","top-bar","metrics-row","capacity-section","region-focus","main-tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"⚡ Grid Operations Console","subtitle":"National Power Network — Real-time Monitoring & Control"},"children":[]}}
+{"op":"add","path":"/elements/top-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end","justify":"between"},"children":["region-control","curtail-dialog"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus Region","input":"region-select"},"children":[]}}
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+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"},"children":[]}}
+{"op":"add","path":"/state/region","value":"all"}
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+{"op":"add","path":"/elements/curtail-dialog-body","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["curtail-fc-plant","curtail-fc-amount","curtail-fc-reason","curtail-btns"]}}
+{"op":"add","path":"/elements/curtail-fc-plant","value":{"type":"FormControl","props":{"label":"Target Plant","input":"curtail-sel-plant"},"children":[]}}
+{"op":"add","path":"/elements/curtail-sel-plant","value":{"type":"Select","props":{"name":"curtailPlant","placeholder":"Select plant…","value":{"$bindState":"/curtailment/plant"},"items":["curtail-si-1","curtail-si-2","curtail-si-3","curtail-si-4","curtail-si-5"]},"children":[]}}
+{"op":"add","path":"/elements/curtail-si-1","value":{"type":"SelectItem","props":{"value":"drax-1","label":"Drax Unit 1 (Biomass)"},"children":[]}}
+{"op":"add","path":"/elements/curtail-si-2","value":{"type":"SelectItem","props":{"value":"pembroke","label":"Pembroke CCGT"},"children":[]}}
+{"op":"add","path":"/elements/curtail-si-3","value":{"type":"SelectItem","props":{"value":"sizewell","label":"Sizewell B (Nuclear)"},"children":[]}}
+{"op":"add","path":"/elements/curtail-si-4","value":{"type":"SelectItem","props":{"value":"dogger","label":"Dogger Bank Wind"},"children":[]}}
+{"op":"add","path":"/elements/curtail-si-5","value":{"type":"SelectItem","props":{"value":"ratcliffe","label":"Ratcliffe-on-Soar (Coal)"},"children":[]}}
+{"op":"add","path":"/elements/curtail-fc-amount","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW)","input":"curtail-inp-amount","hint":"Maximum reduction in output"},"children":[]}}
+{"op":"add","path":"/elements/curtail-inp-amount","value":{"type":"Input","props":{"name":"curtailAmount","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/curtailment/amount"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-fc-reason","value":{"type":"FormControl","props":{"label":"Reason","input":"curtail-ta-reason"},"children":[]}}
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+{"op":"add","path":"/state/curtailment","value":{"plant":"","amount":"","reason":"","submitted":false}}
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+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-gen","tab-forecast","tab-outages","tab-maint","tab-alerts","tab-curtail"]},"children":[]}}
+{"op":"add","path":"/elements/tab-gen","value":{"type":"TabItem","props":{"value":"generation","trigger":"Generation","content":["gen-section"]},"children":[]}}
+{"op":"add","path":"/elements/gen-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["gen-pie","plant-table"]}}
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+{"op":"add","path":"/elements/tab-forecast","value":{"type":"TabItem","props":{"value":"forecast","trigger":"24h Forecast","content":["forecast-section"]},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["forecast-title","forecast-chart","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-title","value":{"type":"TextContent","props":{"text":"**Demand Forecast — Next 24 Hours**","size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/outage-2","value":{"type":"ListItem","props":{"title":"Substation Transformer Failure — Pembroke 275kV","subtitle":"Region: South | Started: 03:15 | Est. restoration: 22:00 | 8,200 customers affected"},"children":[]}}
+{"op":"add","path":"/elements/outage-3","value":{"type":"ListItem","props":{"title":"Distribution Feeder Trip — Norwich East Ring","subtitle":"Region: East | Started: 09:28 | Est. restoration: 11:30 | 3,100 customers affected"},"children":[]}}
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+{"op":"add","path":"/elements/maint-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["maint-title","maint-table"]}}
+{"op":"add","path":"/elements/maint-title","value":{"type":"TextContent","props":{"text":"**Planned Maintenance — June 2025**","size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/col-m-plant","value":{"type":"Col","props":{"label":"Asset","data":["Drax Unit 3","Sizewell B Transformer T2","Hornsea 1 Export Cable","Ratcliffe Boiler 2","Dinorwig Turbine 4"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-m-task","value":{"type":"Col","props":{"label":"Task","data":["Turbine blade inspection","Oil sampling & DGA","Subsea cable survey","Tube leak repair","Governor overhaul"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-m-date","value":{"type":"Col","props":{"label":"Scheduled","data":["Jun 12–18","Jun 15–16","Jun 20–24","Jun 8–14","Jun 25–30"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-m-status","value":{"type":"Col","props":{"label":"Status","data":["In Progress","Scheduled","Scheduled","In Progress","Planned"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tab-alerts","value":{"type":"TabItem","props":{"value":"alerts","trigger":"Live Alerts","content":["alerts-section"]},"children":[]}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-container"]}}
+{"op":"add","path":"/elements/alerts-container","value":{"type":"Card","props":{"direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"message"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","title":"Frequency Deviation","message":"System frequency dropped to 49.82 Hz at 10:14. Automatic response triggered from Dinorwig.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","title":"Voltage Excursion — North Zone","message":"Bus voltage at Hutton 400kV reached 428kV (limit 420kV). Tap changers adjusting.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","title":"Generation Trip — Pembroke Unit 2","message":"Unit 2 tripped on high exhaust temperature. 720 MW lost. Reserve dispatched.","variant":"destructive"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a4","title":"Wind Ramp Alert","message":"Dogger Bank output increasing at 180 MW/min due to frontal passage. Monitor network constraints.","variant":"info"}}
+{"op":"add","path":"/state/alerts/4","value":{"id":"a5","title":"Interconnector Import Limit","message":"IFA2 interconnector at 98% import capacity (980/1000 MW). No further headroom.","variant":"info"}}
+{"op":"add","path":"/elements/tab-curtail","value":{"type":"TabItem","props":{"value":"curtailment","trigger":"Curtailment Log","content":["curtail-log-section"]},"children":[]}}
+{"op":"add","path":"/elements/curtail-log-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["curtail-log-title","curtail-log-table","curtail-success"]}}
+{"op":"add","path":"/elements/curtail-log-title","value":{"type":"TextContent","props":{"text":"**Curtailment Orders — Today**","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/curtail-log-table","value":{"type":"Table","props":{"columns":["col-c-time","col-c-plant","col-c-amount","col-c-status"]},"children":[]}}
+{"op":"add","path":"/elements/col-c-time","value":{"type":"Col","props":{"label":"Time","data":["07:15","09:42"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/col-c-amount","value":{"type":"Col","props":{"label":"Amount (MW)","data":[350,200],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-c-status","value":{"type":"Col","props":{"label":"Status","data":["Active","Completed"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/curtail-success","value":{"type":"Callout","props":{"variant":"success","title":"Order Confirmed","description":"Curtailment order has been dispatched to the selected plant. Awaiting acknowledgement."},"visible":{"$state":"/curtailment/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..46098fb48
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r3.txt
@@ -0,0 +1,118 @@
+{"op":"add","path":"/root","value":"console-root"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-title","region-selector"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"⚡ Grid Operations Console","level":"h1"},"children":[]}}
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+{"op":"add","path":"/state/selectedRegion","value":"all"}
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+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/currentLoad} GW"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/cap-label","value":{"type":"TextContent","props":{"text":"Network Capacity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cap-value","value":{"type":"TextContent","props":{"text":{"$template":"${/networkCapacity} GW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cap-status","value":{"type":"Badge","props":{"text":"78% Utilized","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/networkCapacity","value":54.8}
+{"op":"add","path":"/elements/metric-price","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["price-label","price-value","price-change"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"TextContent","props":{"text":"Spot Price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/spotPrice}/MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-change","value":{"type":"Tag","props":{"text":"▲ +$3.20 (1h)","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/spotPrice","value":87.40}
+{"op":"add","path":"/elements/metric-emissions","value":{"type":"Card","props":{"direction":"column","gap":"s","align":"center"},"children":["em-label","em-value","em-target"]}}
+{"op":"add","path":"/elements/em-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/em-value","value":{"type":"TextContent","props":{"text":{"$template":"${/emissionsToday} kt CO₂"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/em-target","value":{"type":"Tag","props":{"text":"Target: 18.0 kt","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/emissionsToday","value":14.3}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["gen-split-card","forecast-card"]}}
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+{"op":"add","path":"/elements/gen-split-header","value":{"type":"CardHeader","props":{"title":"Generation Mix","subtitle":"Current output by source"},"children":[]}}
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+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-Hour Demand Forecast","subtitle":"Projected load in GW"},"children":[]}}
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+{"op":"add","path":"/state/plantNames","value":["Riverside Gas Station","Northwind Farm","Solaris Array","Kern Nuclear","Blue River Hydro","Coalton Unit 2","Eastgate Wind","Harbor Solar","Summit Gas","Valley Wind"]}
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+{"op":"add","path":"/elements/outage-detail","value":{"type":"TextContent","props":{"text":{"$template":"Started: ${started} | Est. restore: ${restore} | Affected: ${customers} customers"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"1","title":"Transformer failure – Substation 14B","started":"06:42","restore":"14:00","customers":"12,400","region":"North"}}
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+{"op":"add","path":"/elements/maint-detail","value":{"type":"TextContent","props":{"text":{"$template":"${asset} | Region: ${region} | Duration: ${duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maint-date","value":{"type":"Badge","props":{"text":{"$item":"date"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
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+{"op":"add","path":"/state/maintenance/4","value":{"id":"5","task":"SCADA firmware update","asset":"RTU Cluster N-4","region":"North","date":"Jun 28","duration":"4 hrs"}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Real-time system notifications"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Card","props":{"direction":"row","gap":"s","align":"center","variant":"sunk"},"children":["alert-severity","alert-text","alert-time"]}}
+{"op":"add","path":"/elements/alert-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/alert-text","value":{"type":"TextContent","props":{"text":{"$item":"message"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alert-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"1","severity":"CRITICAL","variant":"danger","message":"Frequency deviation 49.82 Hz – automatic load shedding armed","time":"11:47"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"2","severity":"WARNING","variant":"warning","message":"Voltage sag detected at Bus 22 – East region","time":"11:44"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"3","severity":"WARNING","variant":"warning","message":"Wind curtailment risk – Northwind Farm exceeding ramp rate","time":"11:38"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"4","severity":"INFO","variant":"info","message":"Solaris Array output exceeding forecast by 12%","time":"11:30"}}
+{"op":"add","path":"/state/alerts/4","value":{"id":"5","severity":"INFO","variant":"info","message":"Reserve margin at 22% – within normal operating band","time":"11:22"}}
+{"op":"add","path":"/state/alerts/5","value":{"id":"6","severity":"CRITICAL","variant":"danger","message":"Coalton Unit 2 derated to 78% – boiler tube leak suspected","time":"11:15"}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"⚠️ Order Curtailment","triggerVariant":"destructive","title":"Issue Curtailment Order","description":"Select a plant and specify the curtailment level. This will reduce output immediately."},"children":["curtailment-content"]}}
+{"op":"add","path":"/elements/curtailment-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["curtail-form"]}}
+{"op":"add","path":"/elements/curtail-form","value":{"type":"Form","props":{"name":"curtailment","buttons":"curtail-buttons","fields":["curtail-plant-field","curtail-level-field","curtail-reason-field"]},"children":["curtail-buttons","curtail-plant-field","curtail-level-field","curtail-reason-field"]}}
+{"op":"add","path":"/elements/curtail-plant-field","value":{"type":"FormControl","props":{"label":"Plant","input":"curtail-plant-select"},"children":["curtail-plant-select"]}}
+{"op":"add","path":"/elements/curtail-plant-select","value":{"type":"Select","props":{"name":"plant","placeholder":"Select plant","value":{"$bindState":"/curtailment/plant"}},"children":["cp-1","cp-2","cp-3","cp-4","cp-5"]}}
+{"op":"add","path":"/elements/cp-1","value":{"type":"SelectItem","props":{"value":"northwind","label":"Northwind Farm (3,100 MW)"},"children":[]}}
+{"op":"add","path":"/elements/cp-2","value":{"type":"SelectItem","props":{"value":"solaris","label":"Solaris Array (2,800 MW)"},"children":[]}}
+{"op":"add","path":"/elements/cp-3","value":{"type":"SelectItem","props":{"value":"eastgate","label":"Eastgate Wind (2,400 MW)"},"children":[]}}
+{"op":"add","path":"/elements/cp-4","value":{"type":"SelectItem","props":{"value":"harbor","label":"Harbor Solar (1,900 MW)"},"children":[]}}
+{"op":"add","path":"/elements/cp-5","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Gas Station (4,200 MW)"},"children":[]}}
+{"op":"add","path":"/elements/curtail-level-field","value":{"type":"FormControl","props":{"label":"Curtailment Level (%)","input":"curtail-slider","hint":"Percentage reduction from current output"},"children":["curtail-slider"]}}
+{"op":"add","path":"/elements/curtail-slider","value":{"type":"Slider","props":{"name":"level","variant":"discrete","min":10,"max":100,"step":10,"defaultValue":[50],"label":"%","value":{"$bindState":"/curtailment/level"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-reason-field","value":{"type":"FormControl","props":{"label":"Reason","input":"curtail-reason-input"},"children":["curtail-reason-input"]}}
+{"op":"add","path":"/elements/curtail-reason-input","value":{"type":"TextArea","props":{"name":"reason","placeholder":"e.g. Frequency stability, congestion relief, market directive...","rows":3,"value":{"$bindState":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["curtail-submit","curtail-cancel"]}}
+{"op":"add","path":"/elements/curtail-submit","value":{"type":"Button","props":{"label":"Confirm Curtailment","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","severity":"WARNING","variant":"warning","message":{"$template":"Curtailment ordered: ${/curtailment/plant} reduced by ${/curtailment/level}%"},"time":"now"}},"clearStatePath":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"plant":"","level":50,"reason":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..6f6a713b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-power__r4.txt
@@ -0,0 +1,107 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["title","metrics-row","capacity-section","region-section","generation-section","forecast-section","plants-section","outages-section","maintenance-section","alerts-section","curtailment-section"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"⚡ Power Network Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["metric-load","metric-price","metric-emissions"]}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-load-label","metric-load-value"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"Current Load","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/load/current} GW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-price","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-price-label","metric-price-value"]}}
+{"op":"add","path":"/elements/metric-price-label","value":{"type":"TextContent","props":{"text":"Spot Price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-price-value","value":{"type":"TextContent","props":{"text":{"$template":"€${/price/value} /MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-emissions","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["metric-emissions-label","metric-emissions-value","metric-emissions-target"]}}
+{"op":"add","path":"/elements/metric-emissions-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-emissions-value","value":{"type":"TextContent","props":{"text":{"$template":"${/emissions/today} t CO₂"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-emissions-target","value":{"type":"TextContent","props":{"text":{"$template":"Target: ${/emissions/target} t"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/load","value":{"current":42.7,"capacity":52.0,"utilization":82.1}}
+{"op":"add","path":"/state/price","value":{"value":87.42,"trend":"up"}}
+{"op":"add","path":"/state/emissions","value":{"today":12840,"target":15000}}
+{"op":"add","path":"/elements/capacity-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["capacity-header","capacity-progress","capacity-text"]}}
+{"op":"add","path":"/elements/capacity-header","value":{"type":"CardHeader","props":{"title":"Network Capacity Utilisation","subtitle":"How close the grid is to maximum load"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/load/utilization"},"label":"Capacity"},"children":[]}}
+{"op":"add","path":"/elements/capacity-text","value":{"type":"TextContent","props":{"text":{"$template":"${/load/current} GW of ${/load/capacity} GW capacity in use (${/load/utilization}%)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["region-header","region-select","region-focus-indicator"]}}
+{"op":"add","path":"/elements/region-header","value":{"type":"CardHeader","props":{"title":"Region Focus","subtitle":"Select a region to filter the view"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"All Regions","value":{"$bindState":"/selectedRegion"},"items":["region-opt-all","region-opt-north","region-opt-south","region-opt-east","region-opt-west","region-opt-central"]},"children":["region-opt-all","region-opt-north","region-opt-south","region-opt-east","region-opt-west","region-opt-central"]}}
+{"op":"add","path":"/elements/region-opt-all","value":{"type":"SelectItem","props":{"value":"all","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-south","value":{"type":"SelectItem","props":{"value":"south","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-east","value":{"type":"SelectItem","props":{"value":"east","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-west","value":{"type":"SelectItem","props":{"value":"west","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-central","value":{"type":"SelectItem","props":{"value":"central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-indicator","value":{"type":"Tag","props":{"text":{"$template":"Focused: ${/selectedRegion}"},"variant":"info","size":"md"},"visible":{"$state":"/selectedRegion","neq":"all"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["generation-header","generation-chart"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation Mix","subtitle":"Current output by source"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"variant":"donut","labels":["Gas","Wind","Solar","Nuclear","Hydro","Coal"],"values":[18.2,12.4,7.1,6.8,3.9,2.1]},"children":["slice-gas","slice-wind","slice-solar","slice-nuclear","slice-hydro","slice-coal"]}}
+{"op":"add","path":"/elements/slice-gas","value":{"type":"Slice","props":{"category":"Gas","value":18.2},"children":[]}}
+{"op":"add","path":"/elements/slice-wind","value":{"type":"Slice","props":{"category":"Wind","value":12.4},"children":[]}}
+{"op":"add","path":"/elements/slice-solar","value":{"type":"Slice","props":{"category":"Solar","value":7.1},"children":[]}}
+{"op":"add","path":"/elements/slice-nuclear","value":{"type":"Slice","props":{"category":"Nuclear","value":6.8},"children":[]}}
+{"op":"add","path":"/elements/slice-hydro","value":{"type":"Slice","props":{"category":"Hydro","value":3.9},"children":[]}}
+{"op":"add","path":"/elements/slice-coal","value":{"type":"Slice","props":{"category":"Coal","value":2.1},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["forecast-header","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-Hour Demand Forecast","subtitle":"Projected load vs available capacity"},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00"],"series":["forecast-series-demand","forecast-series-capacity"],"xLabel":"Time","yLabel":"GW"},"children":["forecast-series-demand","forecast-series-capacity"]}}
+{"op":"add","path":"/elements/forecast-series-demand","value":{"type":"Series","props":{"category":"Forecast Demand","values":[31.2,29.8,28.5,32.1,38.4,41.2,42.7,43.1,44.5,47.2,45.8,38.6]},"children":[]}}
+{"op":"add","path":"/elements/forecast-series-capacity","value":{"type":"Series","props":{"category":"Available Capacity","values":[52,52,52,52,52,52,52,52,52,52,52,52]},"children":[]}}
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plants-header","plants-table"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Generation Plants","subtitle":"Real-time output and operational status"},"children":[]}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["col-name","col-output","col-capacity","col-status","col-region"]},"children":["col-name","col-output","col-capacity","col-status","col-region"]}}
+{"op":"add","path":"/elements/col-name","value":{"type":"Col","props":{"label":"Plant","data":["Drax Gas CCGT","Hornsea Wind","Cleve Hill Solar","Sizewell B Nuclear","Cruachan Hydro","Ratcliffe Coal"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-output","value":{"type":"Col","props":{"label":"Output (MW)","data":["1,420","2,850","1,120","1,680","440","380"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/col-status","value":{"type":"Col","props":{"label":"Status","data":["Online","Online","Online","Online","Derated","Derated"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-region","value":{"type":"Col","props":{"label":"Region","data":["North","East","South","East","North","Central"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/outages-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active Outages","subtitle":"Current network faults and affected regions"},"children":[]}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-card"]}}
+{"op":"add","path":"/elements/outage-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["outage-severity","outage-info"]}}
+{"op":"add","path":"/elements/outage-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"Critical"},"$then":"danger","$else":"warning"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/outage-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["outage-desc","outage-meta"]}}
+{"op":"add","path":"/elements/outage-desc","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/outage-meta","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${region} | Since: ${started}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","severity":"Critical","description":"Transformer failure at 132kV substation","region":"North","started":"06:42"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","severity":"Major","description":"Overhead line fault — vegetation contact","region":"West","started":"08:15"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"o3","severity":"Minor","description":"Underground cable degradation — reduced rating","region":"Central","started":"11:30"}}
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance — June 2025","subtitle":"Scheduled works this month"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-card"]}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["maintenance-info","maintenance-badge"]}}
+{"op":"add","path":"/elements/maintenance-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["maintenance-plant","maintenance-task","maintenance-date"]}}
+{"op":"add","path":"/elements/maintenance-plant","value":{"type":"TextContent","props":{"text":{"$item":"plant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-task","value":{"type":"TextContent","props":{"text":{"$item":"task"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","plant":"Drax Gas CCGT","task":"Turbine blade inspection — Unit 2","date":"Jun 12–14","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m2","plant":"Hornsea Wind","task":"Gearbox replacement — Turbine 47","date":"Jun 18–22","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","plant":"Sizewell B Nuclear","task":"Annual refuelling outage","date":"Jun 25 – Jul 10","status":"Confirmed"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","plant":"Cruachan Hydro","task":"Penstock valve overhaul","date":"Jun 8–9","status":"In Progress"}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alerts-header","alerts-list","alert-add-btn"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Real-time system notifications"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Callout","props":{"variant":{"$cond":{"$item":"severity","eq":"critical"},"$then":"error","$else":{"$cond":{"$item":"severity","eq":"warning"},"$then":"warning","$else":"info"}},"title":{"$template":"[${time}] ${title}"},"description":{"$item":"message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-add-btn","value":{"type":"Button","props":{"label":"Simulate Incoming Alert","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","severity":"warning","title":"Frequency deviation","message":"System frequency dropped to 49.82 Hz — reserve activation triggered","time":"NOW"}}}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","severity":"critical","title":"Loss of Generation","message":"Hornsea Wind output dropped 800 MW due to grid fault. Spinning reserve dispatched.","time":"09:47"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","severity":"warning","title":"High Demand Warning","message":"Demand approaching 90% of capacity in Central region. Consider demand-side response.","time":"10:12"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","severity":"info","title":"Interconnector Update","message":"IFA2 interconnector import reduced to 600 MW due to French grid constraints.","time":"10:35"}}
+{"op":"add","path":"/elements/curtailment-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["curtailment-header","curtailment-dialog"]}}
+{"op":"add","path":"/elements/curtailment-header","value":{"type":"CardHeader","props":{"title":"Curtailment Order","subtitle":"Issue a generation curtailment instruction"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"⚠️ Order Curtailment","triggerVariant":"destructive","title":"Issue Curtailment Order","description":"This will instruct the selected plant to reduce output immediately. This action is logged and requires supervisor acknowledgement."},"content":["curtailment-form"],"children":["curtailment-form"]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["curtailment-plant-field","curtailment-amount-field","curtailment-reason-field","curtailment-buttons"]}}
+{"op":"add","path":"/elements/curtailment-plant-field","value":{"type":"FormControl","props":{"label":"Target Plant","input":"curtailment-plant-select"},"children":["curtailment-plant-select"]}}
+{"op":"add","path":"/elements/curtailment-plant-select","value":{"type":"Select","props":{"name":"curtailmentPlant","placeholder":"Select plant...","value":{"$bindState":"/curtailment/plant"},"items":["cp-drax","cp-hornsea","cp-cleve","cp-ratcliffe"]},"children":["cp-drax","cp-hornsea","cp-cleve","cp-ratcliffe"]}}
+{"op":"add","path":"/elements/cp-drax","value":{"type":"SelectItem","props":{"value":"drax","label":"Drax Gas CCGT"},"children":[]}}
+{"op":"add","path":"/elements/cp-hornsea","value":{"type":"SelectItem","props":{"value":"hornsea","label":"Hornsea Wind"},"children":[]}}
+{"op":"add","path":"/elements/cp-cleve","value":{"type":"SelectItem","props":{"value":"cleve","label":"Cleve Hill Solar"},"children":[]}}
+{"op":"add","path":"/elements/cp-ratcliffe","value":{"type":"SelectItem","props":{"value":"ratcliffe","label":"Ratcliffe Coal"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount-field","value":{"type":"FormControl","props":{"label":"Curtailment Amount (MW)","input":"curtailment-amount-input","hint":"Maximum reduction in megawatts"},"children":["curtailment-amount-input"]}}
+{"op":"add","path":"/elements/curtailment-amount-input","value":{"type":"Input","props":{"name":"curtailmentAmount","type":"number","placeholder":"e.g. 500","value":{"$bindState":"/curtailment/amount"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-field","value":{"type":"FormControl","props":{"label":"Reason","input":"curtailment-reason-input"},"children":["curtailment-reason-input"]}}
+{"op":"add","path":"/elements/curtailment-reason-input","value":{"type":"TextArea","props":{"name":"curtailmentReason","placeholder":"Operational justification...","rows":3,"value":{"$bindState":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["curtailment-submit","curtailment-cancel"]},"children":["curtailment-submit","curtailment-cancel"]}}
+{"op":"add","path":"/elements/curtailment-submit","value":{"type":"Button","props":{"label":"Confirm Curtailment","variant":"primary","type":"destructive"},"on":{"press":{"action":"pushState","params":{"statePath":"/alerts","value":{"id":"$id","severity":"critical","title":"Curtailment Issued","message":{"$template":"Curtailment order: ${/curtailment/plant} reduced by ${/curtailment/amount} MW"},"time":"NOW"}},"clearStatePath":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"plant":"","amount":"","reason":""}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..2e1060cc4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,119 @@
+
+
+{"op":"add","path":"/root","value":"root"}
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+{"op":"add","path":"/state/currentStore","value":"downtown"}
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+{"op":"add","path":"/elements/kpi-basket-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/avgBasketSize}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-returns-value","value":{"type":"TextContent","props":{"text":{"$state":"/returnsThisWeek"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/sales-target-header","value":{"type":"CardHeader","props":{"title":"Sales vs Target","subtitle":"Daily performance tracking"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/salesProgress"},"label":{"$template":"$${/salesToday} of $${/salesTarget} target"}},"children":[]}}
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+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic","subtitle":"Visitors per hour today"},"children":[]}}
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+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best Sellers Today","subtitle":"Top products by units sold"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-table","value":{"type":"Table","props":{"columns":["col-product","col-units","col-revenue"]},"children":["col-product","col-units","col-revenue"]}}
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+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units Sold","data":{"$state":"/bestSellerUnits"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-revenue","value":{"type":"Col","props":{"label":"Revenue","data":{"$state":"/bestSellerRevenue"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/bestSellerNames","value":["Wireless Earbuds Pro","USB-C Charging Cable","Phone Case – Clear","Screen Protector","Bluetooth Speaker Mini"]}
+{"op":"add","path":"/state/bestSellerUnits","value":[47,38,34,29,24]}
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+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"1","name":"Lightning Cable 6ft","sku":"LC-6FT-BLK","daysOut":3}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"2","name":"Wireless Charger Pad","sku":"WC-PAD-WHT","daysOut":2}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"3","name":"HDMI Adapter 4K","sku":"HDMI-ADP-4K","daysOut":5}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"4","name":"Laptop Sleeve 15\"","sku":"LS-15-GRY","daysOut":1}}
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+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorder","fields":["reorder-sku-field","reorder-qty-field"],"buttons":"reorder-btns"},"children":["reorder-sku-field","reorder-qty-field","reorder-btns"]}}
+{"op":"add","path":"/elements/reorder-sku-field","value":{"type":"FormControl","props":{"label":"Item SKU or Name","input":"reorder-sku-input","hint":"Enter the product SKU or name to reorder"},"children":["reorder-sku-input"]}}
+{"op":"add","path":"/elements/reorder-sku-input","value":{"type":"Input","props":{"name":"reorderItem","placeholder":"e.g. LC-6FT-BLK","type":"text","value":{"$bindState":"/reorderItem"}},"children":[]}}
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+{"op":"add","path":"/state/reorderItem","value":""}
+{"op":"add","path":"/state/reorderQty","value":""}
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+{"op":"add","path":"/elements/staff-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/staff-shift","value":{"type":"Badge","props":{"text":{"$item":"shift"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
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+{"op":"add","path":"/elements/promotions-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-header","promo-list"]}}
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+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"1","name":"Summer Clearance","discount":"30% off accessories","redemptions":89,"target":150,"progressPercent":59}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"2","name":"Bundle & Save","discount":"Buy 2 get 1 free","redemptions":45,"target":100,"progressPercent":45}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"3","name":"Loyalty Bonus","discount":"2x points weekend","redemptions":127,"target":200,"progressPercent":64}}
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+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Register Status","subtitle":"4 of 5 registers currently open"},"children":[]}}
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+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"1","number":"Register 1","status":"Open","cashier":"Aisha Patel","statusVariant":"success"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"2","number":"Register 2","status":"Open","cashier":"Marcus Johnson","statusVariant":"success"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"3","number":"Register 3","status":"Closed","cashier":"—","statusVariant":"destructive"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"4","number":"Register 4","status":"Open","cashier":"Emily Rodriguez","statusVariant":"success"}}
+{"op":"add","path":"/state/registers/4","value":{"id":"5","number":"Self-Checkout","status":"Open","cashier":"Unattended","statusVariant":"success"}}
+{"op":"add","path":"/elements/week-comparison-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["week-header","week-chart"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Daily sales comparison"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weekLabels"},"series":["series-this-week","series-last-week"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":["series-this-week","series-last-week"]}}
+{"op":"add","path":"/elements/series-this-week","value":{"type":"Series","props":{"category":"This Week","values":{"$state":"/thisWeekValues"}},"children":[]}}
+{"op":"add","path":"/elements/series-last-week","value":{"type":"Series","props":{"category":"Last Week","values":{"$state":"/lastWeekValues"}},"children":[]}}
+{"op":"add","path":"/state/weekLabels","value":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"]}
+{"op":"add","path":"/state/thisWeekValues","value":[4200,5100,4800,6200,5900,7100,12847]}
+{"op":"add","path":"/state/lastWeekValues","value":[3900,4700,5200,5800,5400,6800,6100]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..6ecc92586
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,124 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","gap":"m"},"children":["header-title","store-selector"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"📊 Store Manager Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/store-selector","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"clear"},"children":["store-label","store-select"]}}
+{"op":"add","path":"/elements/store-label","value":{"type":"TextContent","props":{"text":"Viewing:","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Select store","value":{"$bindState":"/selectedStore"},"items":["store-opt-1","store-opt-2","store-opt-3","store-opt-4"],"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"westside","label":"Westside Mall"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Terminal B"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-4","value":{"type":"SelectItem","props":{"value":"suburb-north","label":"North Suburbs"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sales-card","basket-card","returns-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sales-header","sales-progress","sales-detail"]}}
+{"op":"add","path":"/elements/sales-header","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"Live tracking"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/salesPercent"},"label":{"$template":"${/salesToday} / ${/salesTarget}"}},"children":[]}}
+{"op":"add","path":"/elements/sales-detail","value":{"type":"TextContent","props":{"text":{"$template":"$${/salesToday} of $${/salesTarget} target (${/salesPercent}% achieved)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/salesToday","value":14832}
+{"op":"add","path":"/state/salesTarget","value":18500}
+{"op":"add","path":"/state/salesPercent","value":80}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["basket-header","basket-value","basket-trend"]}}
+{"op":"add","path":"/elements/basket-header","value":{"type":"CardHeader","props":{"title":"Avg Basket Size","subtitle":"Today"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/avgBasketSize}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-trend","value":{"type":"Tag","props":{"text":"▲ +$3.20 vs yesterday","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/avgBasketSize","value":47.60}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["returns-header","returns-value","returns-breakdown"]}}
+{"op":"add","path":"/elements/returns-header","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"Mon – Sun"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":{"$template":"${/returnsCount} items · $${/returnsValue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-breakdown","value":{"type":"TextContent","props":{"text":"Top reason: Wrong size (34%) · Defective (22%) · Changed mind (19%)","size":"small"},"children":[]}}
+{"op":"add","path":"/state/returnsCount","value":47}
+{"op":"add","path":"/state/returnsValue","value":1243.50}
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+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today","subtitle":"Visitors per hour"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["7am","8am","9am","10am","11am","12pm","1pm","2pm","3pm","4pm","5pm","6pm","7pm","8pm"],"series":["traffic-series"],"xLabel":"Hour","yLabel":"Visitors"},"children":[]}}
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+{"op":"add","path":"/elements/bs-col-units","value":{"type":"Col","props":{"label":"Units","data":[84,67,53,49,41],"type":"number"},"children":[]}}
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+{"op":"add","path":"/elements/oos-header","value":{"type":"CardHeader","props":{"title":"⚠️ Out of Stock","subtitle":"Requires attention"},"children":[]}}
+{"op":"add","path":"/elements/oos-alert","value":{"type":"Alert","props":{"title":"5 items out of stock","description":"These items have zero inventory. Reorder recommended.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["oos-item"]}}
+{"op":"add","path":"/elements/oos-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["oos-item-name","oos-item-days"]}}
+{"op":"add","path":"/elements/oos-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oos-item-days","value":{"type":"Tag","props":{"text":{"$template":"Out ${days}d"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"oos-1","name":"Lightning Cable 6ft","days":3}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos-2","name":"Wireless Charger Pad","days":2}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"oos-3","name":"Laptop Sleeve 15\"","days":5}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos-4","name":"HDMI Adapter USB-C","days":1}}
+{"op":"add","path":"/state/outOfStock/4","value":{"id":"oos-5","name":"Noise Cancelling Headphones","days":4}}
+{"op":"add","path":"/elements/promo-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-header","promo-table"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"🎯 Active Promotions","subtitle":"Performance tracking"},"children":[]}}
+{"op":"add","path":"/elements/promo-table","value":{"type":"Table","props":{"columns":["promo-col-name","promo-col-type","promo-col-redemptions","promo-col-revenue","promo-col-status"]},"children":[]}}
+{"op":"add","path":"/elements/promo-col-name","value":{"type":"Col","props":{"label":"Promotion","data":["Summer Bundle Deal","Buy 2 Get 1 Free Cables","15% Off Accessories","Student Discount"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-col-type","value":{"type":"Col","props":{"label":"Type","data":["Bundle","BOGO","% Off","% Off"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-col-redemptions","value":{"type":"Col","props":{"label":"Redemptions","data":[127,89,214,43],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/promo-col-revenue","value":{"type":"Col","props":{"label":"Revenue Impact","data":["+$4,230","+$1,120","+$3,890","+$640"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-col-status","value":{"type":"Col","props":{"label":"Status","data":["🟢 On Track","🟡 Below Target","🟢 On Track","🔴 Ending Soon"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/registers-staff-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["registers-section","staff-section"]}}
+{"op":"add","path":"/elements/registers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["registers-header","registers-list"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"🖥️ Register Status","subtitle":"6 registers total"},"children":[]}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-item"]}}
+{"op":"add","path":"/elements/register-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"Register ${name}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/registers/0/open","eq":true},"$then":"success","$else":"neutral"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"1","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"2","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"3","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"4","status":"Closed","open":false}}
+{"op":"add","path":"/state/registers/4","value":{"id":"reg-5","name":"5","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/5","value":{"id":"reg-6","name":"6","status":"Maintenance","open":false}}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"👥 On Shift Today","subtitle":"8 team members"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"sunk"},"children":["staff-avatar","staff-info"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["staff-name","staff-role"]}}
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+{"op":"add","path":"/elements/staff-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${shift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"s1","name":"Maria Santos","initials":"MS","role":"Shift Lead","shift":"7am–3pm"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"s2","name":"James Chen","initials":"JC","role":"Cashier","shift":"7am–3pm"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Aisha Williams","initials":"AW","role":"Floor Assoc.","shift":"9am–5pm"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Derek Okafor","initials":"DO","role":"Cashier","shift":"10am–6pm"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"s5","name":"Lily Tran","initials":"LT","role":"Stock Assoc.","shift":"6am–2pm"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"s6","name":"Ryan Mitchell","initials":"RM","role":"Floor Assoc.","shift":"12pm–8pm"}}
+{"op":"add","path":"/state/staff/6","value":{"id":"s7","name":"Sofia Reyes","initials":"SR","role":"Cashier","shift":"2pm–10pm"}}
+{"op":"add","path":"/state/staff/7","value":{"id":"s8","name":"Tom Baker","initials":"TB","role":"Shift Lead","shift":"3pm–11pm"}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["weekly-header","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"📈 This Week vs Last Week","subtitle":"Daily revenue comparison"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekly-this-series","weekly-last-series"],"variant":"grouped","xLabel":"Day","yLabel":"Revenue ($)"},"children":[]}}
+{"op":"add","path":"/elements/weekly-this-series","value":{"type":"Series","props":{"category":"This Week","values":[16200,15800,17400,14832,0,0,0]},"children":[]}}
+{"op":"add","path":"/elements/weekly-last-series","value":{"type":"Series","props":{"category":"Last Week","values":[14900,15200,16100,15600,18200,21400,19800]},"children":[]}}
+{"op":"add","path":"/elements/reorder-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reorder-header","reorder-form"]}}
+{"op":"add","path":"/elements/reorder-header","value":{"type":"CardHeader","props":{"title":"📦 Quick Reorder","subtitle":"Submit a purchase order"},"children":[]}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorder","fields":["reorder-item-field","reorder-qty-field","reorder-priority-field"],"buttons":"reorder-buttons"},"children":[]}}
+{"op":"add","path":"/elements/reorder-item-field","value":{"type":"FormControl","props":{"label":"Product","input":"reorder-select"},"children":[]}}
+{"op":"add","path":"/elements/reorder-select","value":{"type":"Select","props":{"name":"reorderItem","placeholder":"Select item to reorder","value":{"$bindState":"/reorderItem"},"items":["reorder-opt-1","reorder-opt-2","reorder-opt-3","reorder-opt-4","reorder-opt-5","reorder-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-1","value":{"type":"SelectItem","props":{"value":"lightning-cable","label":"Lightning Cable 6ft (SKU: LC-6FT)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-2","value":{"type":"SelectItem","props":{"value":"wireless-charger","label":"Wireless Charger Pad (SKU: WC-PAD)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-3","value":{"type":"SelectItem","props":{"value":"laptop-sleeve","label":"Laptop Sleeve 15\" (SKU: LS-15)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-4","value":{"type":"SelectItem","props":{"value":"hdmi-adapter","label":"HDMI Adapter USB-C (SKU: HA-UC)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-5","value":{"type":"SelectItem","props":{"value":"nc-headphones","label":"Noise Cancelling Headphones (SKU: NC-HP)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-6","value":{"type":"SelectItem","props":{"value":"usb-hub","label":"USB-C Hub 7-in-1 (SKU: UH-7)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-qty-field","value":{"type":"FormControl","props":{"label":"Quantity","input":"reorder-qty-input","hint":"Recommended: 50 units for fast movers"},"children":[]}}
+{"op":"add","path":"/elements/reorder-qty-input","value":{"type":"Input","props":{"name":"reorderQty","placeholder":"e.g. 50","type":"number","value":{"$bindState":"/reorderQty"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"reorder-priority-radio"},"children":[]}}
+{"op":"add","path":"/elements/reorder-priority-radio","value":{"type":"RadioGroup","props":{"name":"priority","items":["priority-standard","priority-express","priority-critical"],"defaultValue":"standard"},"children":[]}}
+{"op":"add","path":"/elements/priority-standard","value":{"type":"RadioItem","props":{"label":"Standard (5-7 days)","description":"Regular shipping, no extra cost","value":"standard"},"children":[]}}
+{"op":"add","path":"/elements/priority-express","value":{"type":"RadioItem","props":{"label":"Express (2-3 days)","description":"Expedited shipping, +$45 fee","value":"express"},"children":[]}}
+{"op":"add","path":"/elements/priority-critical","value":{"type":"RadioItem","props":{"label":"Critical (Next day)","description":"Emergency restock, +$120 fee","value":"critical"},"children":[]}}
+{"op":"add","path":"/elements/reorder-buttons","value":{"type":"Buttons","props":{"buttons":["reorder-submit-btn","reorder-clear-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/reorder-submit-btn","value":{"type":"Button","props":{"label":"Submit Reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-clear-btn","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderQty","value":""}}},"children":[]}}
+{"op":"add","path":"/state/reorderItem","value":""}
+{"op":"add","path":"/state/reorderQty","value":""}
+{"op":"add","path":"/state/reorderSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..3ce55ee42
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,122 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header-section","kpi-row","traffic-section","best-sellers-section","out-of-stock-section","staff-section","promotions-section","registers-section","reorder-section","week-comparison-section"]}}
+{"op":"add","path":"/elements/header-section","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"clear"},"children":["header-title","store-selector-wrap"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"🏪 Store Manager Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/store-selector-wrap","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"clear"},"children":["store-label","store-select"]}}
+{"op":"add","path":"/elements/store-label","value":{"type":"TextContent","props":{"text":"Viewing:","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Select store","value":{"$bindState":"/selectedStore"},"items":["store-opt-1","store-opt-2","store-opt-3","store-opt-4"]},"children":[]}}
+{"op":"add","path":"/elements/store-opt-1","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-2","value":{"type":"SelectItem","props":{"value":"westside","label":"Westside Mall"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-3","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Terminal B"},"children":[]}}
+{"op":"add","path":"/elements/store-opt-4","value":{"type":"SelectItem","props":{"value":"suburb","label":"Suburban Plaza"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"downtown"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["sales-card","basket-card","returns-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["sales-header","sales-progress","sales-detail"]}}
+{"op":"add","path":"/elements/sales-header","value":{"type":"CardHeader","props":{"title":"Sales Today vs Target","subtitle":"Item 1 — Revenue tracking"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/salesToday"},"label":{"$template":"$${/salesToday} of $${/salesTarget}"}},"children":[]}}
+{"op":"add","path":"/elements/sales-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/salesToday}** / ${/salesTarget} target (${/salesPercent}% achieved)"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/salesToday","value":8420}
+{"op":"add","path":"/state/salesTarget","value":12000}
+{"op":"add","path":"/state/salesPercent","value":70}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["basket-header","basket-value","basket-trend"]}}
+{"op":"add","path":"/elements/basket-header","value":{"type":"CardHeader","props":{"title":"Avg Basket Size","subtitle":"Item 6"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/avgBasket}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-trend","value":{"type":"Tag","props":{"text":"▲ +$2.10 vs yesterday","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/avgBasket","value":47.35}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["returns-header","returns-value","returns-detail"]}}
+{"op":"add","path":"/elements/returns-header","value":{"type":"CardHeader","props":{"title":"Returns This Week","subtitle":"Item 7"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":{"$template":"${/returnsCount} items · $${/returnsValue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-detail","value":{"type":"Tag","props":{"text":"▼ 12% fewer than last week","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/returnsCount","value":23}
+{"op":"add","path":"/state/returnsValue","value":614.50}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot Traffic Today","subtitle":"Item 2 — Hourly visitor count"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["8am","9am","10am","11am","12pm","1pm","2pm","3pm","4pm","5pm","6pm","7pm"],"series":["traffic-series"],"xLabel":"Hour","yLabel":"Visitors"},"children":["traffic-series"]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[45,82,120,155,210,195,160,140,175,220,190,95]},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["best-sellers-header","best-sellers-table"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best Sellers Today","subtitle":"Item 3 — Top products by units sold"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-table","value":{"type":"Table","props":{"columns":["bs-col-rank","bs-col-product","bs-col-units","bs-col-revenue"]},"children":["bs-col-rank","bs-col-product","bs-col-units","bs-col-revenue"]}}
+{"op":"add","path":"/elements/bs-col-rank","value":{"type":"Col","props":{"label":"#","data":["1","2","3","4","5"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/bs-col-product","value":{"type":"Col","props":{"label":"Product","data":["Wireless Earbuds Pro","USB-C Charging Cable","Phone Case - Clear","Screen Protector Glass","Bluetooth Speaker Mini"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/bs-col-units","value":{"type":"Col","props":{"label":"Units Sold","data":[87,142,118,95,64],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/bs-col-revenue","value":{"type":"Col","props":{"label":"Revenue","data":["$5,220","$1,420","$1,770","$950","$2,560"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/out-of-stock-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["oos-header","oos-alert","oos-list"]}}
+{"op":"add","path":"/elements/oos-header","value":{"type":"CardHeader","props":{"title":"Out of Stock","subtitle":"Item 4 — Items needing immediate attention"},"children":[]}}
+{"op":"add","path":"/elements/oos-alert","value":{"type":"Alert","props":{"title":"4 items out of stock","description":"These items have zero inventory. Consider reordering immediately.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/oos-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["oos-item"]}}
+{"op":"add","path":"/elements/oos-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["oos-item-name","oos-item-sku","oos-item-badge"]}}
+{"op":"add","path":"/elements/oos-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oos-item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/oos-item-badge","value":{"type":"Badge","props":{"text":"OUT OF STOCK","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"1","name":"Lightning Cable 6ft","sku":"LC-6FT-BLK"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"2","name":"Wireless Charger Pad","sku":"WC-PAD-WHT"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"3","name":"Laptop Sleeve 15\"","sku":"LS-15-GRY"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"4","name":"HDMI Adapter USB-C","sku":"HA-USBC-4K"}}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"On Shift Today","subtitle":"Item 5 — Current team schedule"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"Card","props":{"direction":"row","align":"center","gap":"s","variant":"sunk"},"children":["staff-avatar","staff-info","staff-role-tag"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/staff-info","value":{"type":"Card","props":{"direction":"column","gap":"none","variant":"clear"},"children":["staff-name","staff-shift"]}}
+{"op":"add","path":"/elements/staff-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/staff-shift","value":{"type":"TextContent","props":{"text":{"$template":"${shift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/staff-role-tag","value":{"type":"Tag","props":{"text":{"$item":"role"},"variant":{"$item":"roleVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"1","name":"Maria Santos","initials":"MS","shift":"7:00 AM – 3:00 PM","role":"Manager","roleVariant":"info"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"2","name":"Jake Thompson","initials":"JT","shift":"9:00 AM – 5:00 PM","role":"Cashier","roleVariant":"neutral"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"3","name":"Aisha Williams","initials":"AW","shift":"10:00 AM – 6:00 PM","role":"Cashier","roleVariant":"neutral"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"4","name":"Dev Patel","initials":"DP","shift":"12:00 PM – 8:00 PM","role":"Stock","roleVariant":"success"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"5","name":"Luna Chen","initials":"LC","shift":"2:00 PM – 10:00 PM","role":"Cashier","roleVariant":"neutral"}}
+{"op":"add","path":"/elements/promotions-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["promo-header","promo-list"]}}
+{"op":"add","path":"/elements/promo-header","value":{"type":"CardHeader","props":{"title":"Active Promotions","subtitle":"Item 8 — Performance of running campaigns"},"children":[]}}
+{"op":"add","path":"/elements/promo-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promo-card"]}}
+{"op":"add","path":"/elements/promo-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["promo-top-row","promo-progress","promo-stats"]}}
+{"op":"add","path":"/elements/promo-top-row","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["promo-name","promo-status"]}}
+{"op":"add","path":"/elements/promo-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promo-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/promo-progress","value":{"type":"Progress","props":{"value":{"$item":"percentUsed"},"label":{"$template":"${redemptions} redemptions / ${target} target"}},"children":[]}}
+{"op":"add","path":"/elements/promo-stats","value":{"type":"TextContent","props":{"text":{"$template":"Revenue impact: $${revenue} · Conversion lift: ${lift}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"1","name":"Summer Bundle – 20% Off Accessories","status":"Active","statusVariant":"success","redemptions":142,"target":300,"percentUsed":47,"revenue":"3,240","lift":"18"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"2","name":"Buy 2 Get 1 Free – Cables","status":"Active","statusVariant":"success","redemptions":89,"target":150,"percentUsed":59,"revenue":"1,870","lift":"24"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"3","name":"Loyalty Double Points Weekend","status":"Ending Soon","statusVariant":"warning","redemptions":210,"target":250,"percentUsed":84,"revenue":"5,100","lift":"31"}}
+{"op":"add","path":"/elements/registers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["registers-header","registers-grid"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Register Status","subtitle":"Item 9 — Point of sale terminals"},"children":[]}}
+{"op":"add","path":"/elements/registers-grid","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true,"variant":"clear"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-card"]}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["register-name","register-status-badge","register-cashier"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"Register ${name}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status-badge","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"}},"children":[]}}
+{"op":"add","path":"/elements/register-cashier","value":{"type":"TextContent","props":{"text":{"$item":"cashier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"1","name":"1","status":"OPEN","statusVariant":"secondary","cashier":"Jake T."}}
+{"op":"add","path":"/state/registers/1","value":{"id":"2","name":"2","status":"OPEN","statusVariant":"secondary","cashier":"Aisha W."}}
+{"op":"add","path":"/state/registers/2","value":{"id":"3","name":"3","status":"CLOSED","statusVariant":"destructive","cashier":"—"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"4","name":"4","status":"OPEN","statusVariant":"secondary","cashier":"Luna C."}}
+{"op":"add","path":"/state/registers/4","value":{"id":"5","name":"5","status":"MAINTENANCE","statusVariant":"outline","cashier":"—"}}
+{"op":"add","path":"/elements/reorder-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["reorder-header","reorder-form"]}}
+{"op":"add","path":"/elements/reorder-header","value":{"type":"CardHeader","props":{"title":"Quick Reorder","subtitle":"Item 10 — Place a restock order"},"children":[]}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorder-form","buttons":"reorder-buttons","fields":["reorder-item-field","reorder-qty-field"]},"children":["reorder-item-field","reorder-qty-field","reorder-buttons"]}}
+{"op":"add","path":"/elements/reorder-item-field","value":{"type":"FormControl","props":{"label":"Product to Reorder","input":"reorder-item-select","hint":"Select from out-of-stock or low-stock items"},"children":["reorder-item-select"]}}
+{"op":"add","path":"/elements/reorder-item-select","value":{"type":"Select","props":{"name":"reorderItem","placeholder":"Choose product...","value":{"$bindState":"/reorderItem"},"items":["reorder-opt-1","reorder-opt-2","reorder-opt-3","reorder-opt-4","reorder-opt-5"]},"children":["reorder-opt-1","reorder-opt-2","reorder-opt-3","reorder-opt-4","reorder-opt-5"]}}
+{"op":"add","path":"/elements/reorder-opt-1","value":{"type":"SelectItem","props":{"value":"lc6","label":"Lightning Cable 6ft (OUT OF STOCK)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-2","value":{"type":"SelectItem","props":{"value":"wcpad","label":"Wireless Charger Pad (OUT OF STOCK)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-3","value":{"type":"SelectItem","props":{"value":"ls15","label":"Laptop Sleeve 15\" (OUT OF STOCK)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-4","value":{"type":"SelectItem","props":{"value":"ha4k","label":"HDMI Adapter USB-C (OUT OF STOCK)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-opt-5","value":{"type":"SelectItem","props":{"value":"wep","label":"Wireless Earbuds Pro (Low: 12 left)"},"children":[]}}
+{"op":"add","path":"/elements/reorder-qty-field","value":{"type":"FormControl","props":{"label":"Quantity","input":"reorder-qty-input","hint":"Number of units to order"},"children":["reorder-qty-input"]}}
+{"op":"add","path":"/elements/reorder-qty-input","value":{"type":"Input","props":{"name":"reorderQty","type":"number","placeholder":"e.g. 50","value":{"$bindState":"/reorderQty"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-buttons","value":{"type":"Buttons","props":{"buttons":["reorder-submit-btn"],"direction":"row"},"children":["reorder-submit-btn"]}}
+{"op":"add","path":"/elements/reorder-submit-btn","value":{"type":"Button","props":{"label":"📦 Submit Reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderConfirmation","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reorderItem","value":""}
+{"op":"add","path":"/state/reorderQty","value":""}
+{"op":"add","path":"/state/reorderConfirmation","value":false}
+{"op":"add","path":"/elements/reorder-confirm","value":{"type":"Callout","props":{"variant":"success","title":"Order Submitted","description":"Your reorder request has been sent to the distribution center. Expected delivery: 2-3 business days."},"visible":{"$state":"/reorderConfirmation"},"children":[]}}
+{"op":"add","path":"/elements/week-comparison-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["week-header","week-chart","week-summary"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"This Week vs Last Week","subtitle":"Item 12 — Daily revenue comparison"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["week-this","week-last"],"variant":"grouped","xLabel":"Day","yLabel":"Revenue ($)"},"children":["week-this","week-last"]}}
+{"op":"add","path":"/elements/week-this","value":{"type":"Series","props":{"category":"This Week","values":[9200,10800,8420,0,0,0,0]},"children":[]}}
+{"op":"add","path":"/elements/week-last","value":{"type":"Series","props":{"category":"Last Week","values":[8100,9500,11200,10400,12800,15600,13200]},"children":[]}}
+{"op":"add","path":"/elements/week-summary","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["week-summary-up","week-summary-note"]}}
+{"op":"add","path":"/elements/week-summary-up","value":{"type":"Tag","props":{"text":"▲ +8.3% vs last week (same days)","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/week-summary-note","value":{"type":"TextContent","props":{"text":"Week-to-date: $28,420 vs $28,800 last week. On pace to exceed target by Friday.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..005c3831f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,21 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["header","controls","kpis","charts","customers","risk-payments","adoption-seat"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"gap":"m"},"children":["header-title","header-subtitle"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Admin overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Snapshot for ${/reportingPeriod}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state","value":{}}
+{"op":"add","path":"/state/reportingPeriod","value":"Last 90 days"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"end","wrap":true,"gap":"m"},"children":["reporting-form","invite-dialog"]}}
+{"op":"add","path":"/elements/reporting-form","value":{"type":"FormControl","props":{"label":"Reporting period","input":"reporting-select","hint":"Updates the reporting window for this overview."},"children":[]}}
+{"op":"add","path":"/elements/reporting-select","value":{"type":"Select","props":{"name":"reportingPeriod","value":{"$bindState":"/reportingPeriod"},"items":["period-30","period-90","period-qtd","period-ytd"],"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-qtd","value":{"type":"SelectItem","props":{"value":"Quarter to date","label":"Quarter to date"},"children":[]}}
+{"op":"add","path":"/elements/period-ytd","value":{"type":"SelectItem","props":{"value":"Year to date","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite another admin","title":"Invite another admin","description":"Send admin access to a teammate.","content":["invite-form-card","invite-list-card"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-form-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["invite-email-input","invite-button"]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"adminEmail","placeholder":"teammate@company.com","type":"email","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-button","value":{"type":"Button","props":{"label":"Send
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..40ed67fbc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,101 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","charts-row","seat-util-section","top-customers-section","at-risk-section","failed-payments-section","feature-adoption-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"clear"},"children":["header-title","header-actions"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Admin Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["period-select-ctrl","invite-admin-btn"]}}
+{"op":"add","path":"/elements/period-select-ctrl","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/reportingPeriod"},"items":["period-opt-30","period-opt-60","period-opt-90","period-opt-12m"],"placeholder":"Select period"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-60","value":{"type":"SelectItem","props":{"value":"60d","label":"Last 60 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-12m","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 Months"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-admin-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite New Admin","description":"Send an invitation to add another admin to your workspace.","content":["invite-form"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","fields":["invite-email-field","invite-role-field"],"buttons":"invite-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-field","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input","hint":"The admin will receive an invitation link at this email."},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"email","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/elements/invite-role-field","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"role","value":{"$bindState":"/inviteRole"},"items":["role-super","role-billing","role-support"],"placeholder":"Select role"},"children":[]}}
+{"op":"add","path":"/elements/role-super","value":{"type":"SelectItem","props":{"value":"super_admin","label":"Super Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing_admin","label":"Billing Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-support","value":{"type":"SelectItem","props":{"value":"support_admin","label":"Support Admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-form-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/invite-submit-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":"super_admin"}
+{"op":"add","path":"/state/inviteSent","value":false}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"variant":"clear"},"children":["kpi-mrr","kpi-arr","kpi-churn","kpi-nps"]}}
+{"op":"add","path":"/elements/kpi-mrr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-mrr-label","kpi-mrr-value","kpi-mrr-delta"]}}
+{"op":"add","path":"/elements/kpi-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/mrr"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mrr-delta","value":{"type":"Tag","props":{"text":"↑ 12.4% vs last month","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-arr-label","kpi-arr-value","kpi-arr-delta"]}}
+{"op":"add","path":"/elements/kpi-arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/arr"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arr-delta","value":{"type":"Tag","props":{"text":"↑ 8.7% vs last year","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-churn-label","kpi-churn-value","kpi-churn-delta"]}}
+{"op":"add","path":"/elements/kpi-churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/churn"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-churn-delta","value":{"type":"Tag","props":{"text":"↓ 0.3% vs last month","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["kpi-nps-label","kpi-nps-value","kpi-nps-delta"]}}
+{"op":"add","path":"/elements/kpi-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/nps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-nps-delta","value":{"type":"Tag","props":{"text":"↑ 5 pts vs last quarter","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"$284,500","arr":"$3,414,000","churn":"2.1%","nps":"72"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true,"variant":"clear"},"children":["signups-chart-card","plan-split-card"]}}
+{"op":"add","path":"/elements/signups-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["signups-chart-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-chart-header","value":{"type":"CardHeader","props":{"title":"New Signups","subtitle":"Past 90 days"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8","Week 9","Week 10","Week 11","Week 12","Week 13"],"series":["signups-series"],"xLabel":"Week","yLabel":"Signups","variant":"natural"},"children":[]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"New Signups","values":[42,55,48,63,71,58,66,74,82,79,91,88,95]},"children":[]}}
+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plan-split-header","plan-split-chart"]}}
+{"op":"add","path":"/elements/plan-split-header","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Active subscriptions"},"children":[]}}
+{"op":"add","path":"/elements/plan-split-chart","value":{"type":"PieChart","props":{"labels":["Starter","Professional","Enterprise","Custom"],"values":[342,187,64,23],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/seat-util-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["seat-util-header","seat-util-bars"]}}
+{"op":"add","path":"/elements/seat-util-header","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Across all plans company-wide"},"children":[]}}
+{"op":"add","path":"/elements/seat-util-bars","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"children":["seat-util-overall","seat-util-starter","seat-util-pro","seat-util-ent"]}}
+{"op":"add","path":"/elements/seat-util-overall","value":{"type":"Progress","props":{"value":78,"label":"Overall — 78% (4,680 / 6,000 seats)"},"children":[]}}
+{"op":"add","path":"/elements/seat-util-starter","value":{"type":"Progress","props":{"value":91,"label":"Starter — 91% (1,820 / 2,000 seats)"},"children":[]}}
+{"op":"add","path":"/elements/seat-util-pro","value":{"type":"Progress","props":{"value":74,"label":"Professional — 74% (1,850 / 2,500 seats)"},"children":[]}}
+{"op":"add","path":"/elements/seat-util-ent","value":{"type":"Progress","props":{"value":67,"label":"Enterprise — 67% (1,010 / 1,500 seats)"},"children":[]}}
+{"op":"add","path":"/elements/top-customers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["top-customers-header","top-customers-table"]}}
+{"op":"add","path":"/elements/top-customers-header","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"By monthly spend"},"children":[]}}
+{"op":"add","path":"/elements/top-customers-table","value":{"type":"Table","props":{"columns":["tc-col-rank","tc-col-name","tc-col-plan","tc-col-seats","tc-col-spend"]},"children":[]}}
+{"op":"add","path":"/elements/tc-col-rank","value":{"type":"Col","props":{"label":"#","data":["1","2","3","4","5","6","7","8","9","10"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tc-col-name","value":{"type":"Col","props":{"label":"Company","data":["Acme Corp","GlobalTech Inc","Meridian Health","NovaSoft","Pinnacle Financial","CloudBridge","Vertex Analytics","Summit Retail","DataForge","Horizon Media"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tc-col-plan","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Enterprise","Custom","Enterprise","Custom","Enterprise","Professional","Enterprise","Custom"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tc-col-seats","value":{"type":"Col","props":{"label":"Seats","data":[450,380,320,290,275,240,210,185,170,155],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/tc-col-spend","value":{"type":"Col","props":{"label":"Monthly Spend","data":["$45,000","$38,000","$32,000","$31,500","$27,500","$26,000","$21,000","$14,800","$17,000","$16,500"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["at-risk-header","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Require attention"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["at-risk-item"]}}
+{"op":"add","path":"/elements/at-risk-item","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk"},"children":["at-risk-info","at-risk-badge"]}}
+{"op":"add","path":"/elements/at-risk-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["at-risk-name","at-risk-reason"]}}
+{"op":"add","path":"/elements/at-risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-badge","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"1","name":"Pinnacle Financial","reason":"Usage dropped 40% in 30 days; champion left the company","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"2","name":"Summit Retail","reason":"Renewal in 14 days with no response to outreach","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"id":"3","name":"CloudBridge","reason":"Opened 3 critical support tickets in past week","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/atRiskAccounts/3","value":{"id":"4","name":"Horizon Media","reason":"Downgraded plan last month; evaluating competitor","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/atRiskAccounts/4","value":{"id":"5","name":"DataForge","reason":"Payment failed twice; card expired","severity":"Low","variant":"info"}}
+{"op":"add","path":"/elements/failed-payments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["failed-payments-header","failed-payments-list"]}}
+{"op":"add","path":"/elements/failed-payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Action required"},"children":[]}}
+{"op":"add","path":"/elements/failed-payments-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["failed-payment-item"]}}
+{"op":"add","path":"/elements/failed-payment-item","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","variant":"sunk"},"children":["fp-info","fp-retry-btn"]}}
+{"op":"add","path":"/elements/fp-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["fp-company","fp-details"]}}
+{"op":"add","path":"/elements/fp-company","value":{"type":"TextContent","props":{"text":{"$item":"company"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/fp-details","value":{"type":"TextContent","props":{"text":{"$template":"${amount} — ${reason} — Failed ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/fp-retry-btn","value":{"type":"Button","props":{"label":"Retry Payment","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/retryTriggered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"1","company":"DataForge","amount":"$17,000","reason":"Card expired","date":"Jun 28, 2025"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"2","company":"BrightPath Education","amount":"$8,200","reason":"Insufficient funds","date":"Jun 27, 2025"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"3","company":"Ironclad Manufacturing","amount":"$12,400","reason":"Bank declined transaction","date":"Jun 25, 2025"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"4","company":"Nexus Logistics","amount":"$5,600","reason":"Card expired","date":"Jun 24, 2025"}}
+{"op":"add","path":"/state/retryTriggered","value":false}
+{"op":"add","path":"/elements/feature-adoption-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["feature-adoption-header","feature-adoption-chart"]}}
+{"op":"add","path":"/elements/feature-adoption-header","value":{"type":"CardHeader","props":{"title":"Newest Feature Adoption","subtitle":"Launched within the last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-chart","value":{"type":"BarChart","props":{"labels":["AI Copilot","Bulk Export API","Custom Dashboards"],"series":["feature-adoption-series"],"xLabel":"Feature","yLabel":"Adoption %","variant":"grouped"},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-series","value":{"type":"Series","props":{"category":"% of Active Accounts","values":[64,41,78]},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..d7c415415
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,118 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","adoption-row","customers-section","risk-section","payments-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["header-left","header-right"]}}
+{"op":"add","path":"/elements/header-left","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Admin Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"SaaS platform metrics and account health","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-right","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","variant":"clear"},"children":["period-select-ctrl","invite-admin-btn"]}}
+{"op":"add","path":"/elements/period-select-ctrl","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/reportingPeriod"},"items":["period-opt-30","period-opt-60","period-opt-90","period-opt-12m"],"placeholder":"Select period"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-60","value":{"type":"SelectItem","props":{"value":"60d","label":"Last 60 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-12m","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 Months"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-admin-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite New Admin","description":"Send an invitation to add another administrator to this workspace.","content":["invite-form"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","fields":["invite-email-field","invite-role-field"],"buttons":"invite-buttons"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-field","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input","hint":"The admin will receive an invitation link"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/elements/invite-role-field","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"role","items":["role-super","role-billing","role-support"],"placeholder":"Select role","value":{"$bindState":"/inviteRole"}},"children":[]}}
+{"op":"add","path":"/elements/role-super","value":{"type":"SelectItem","props":{"value":"super_admin","label":"Super Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"billing_admin","label":"Billing Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-support","value":{"type":"SelectItem","props":{"value":"support_admin","label":"Support Admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-send-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/invite-send-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/state/inviteRole","value":""}
+{"op":"add","path":"/state/inviteSent","value":false}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["mrr-card","arr-card","churn-card","nps-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["mrr-label","mrr-value","mrr-change"]}}
+{"op":"add","path":"/elements/mrr-label","value":{"type":"TextContent","props":{"text":"Monthly Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/mrr"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-change","value":{"type":"Tag","props":{"text":"+8.2% vs last month","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/arr-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["arr-label","arr-value","arr-change"]}}
+{"op":"add","path":"/elements/arr-label","value":{"type":"TextContent","props":{"text":"Annual Recurring Revenue","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/arr"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-change","value":{"type":"Tag","props":{"text":"+12.4% YoY","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["churn-label","churn-value","churn-change"]}}
+{"op":"add","path":"/elements/churn-label","value":{"type":"TextContent","props":{"text":"Churn This Month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/churn-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/churn"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/churn-change","value":{"type":"Tag","props":{"text":"-0.3% vs last month","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"direction":"column","gap":"xs"},"children":["nps-label","nps-value","nps-change"]}}
+{"op":"add","path":"/elements/nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/nps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nps-change","value":{"type":"Tag","props":{"text":"+5 pts this quarter","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"$284,500","arr":"$3,414,000","churn":"2.1%","nps":"72"}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["signups-chart-card","plan-split-card"]}}
+{"op":"add","path":"/elements/signups-chart-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New Signups","subtitle":"Past 90 days"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8","Week 9","Week 10","Week 11","Week 12","Week 13"],"series":["signups-series"],"variant":"natural","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"New Signups","values":[42,55,48,63,71,58,66,74,82,79,88,95,103]},"children":[]}}
+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["plan-header","plan-chart"]}}
+{"op":"add","path":"/elements/plan-header","value":{"type":"CardHeader","props":{"title":"Customers by Plan","subtitle":"Active subscriptions"},"children":[]}}
+{"op":"add","path":"/elements/plan-chart","value":{"type":"PieChart","props":{"labels":["Starter","Professional","Enterprise","Custom"],"values":[342,187,64,23],"variant":"donut"},"children":[]}}
+{"op":"add","path":"/elements/adoption-row","value":{"type":"Card","props":{"direction":"row","gap":"m","variant":"clear"},"children":["feature-adoption-card","seat-util-card"]}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["feature-header","feature-list"]}}
+{"op":"add","path":"/elements/feature-header","value":{"type":"CardHeader","props":{"title":"Feature Adoption","subtitle":"Three newest features"},"children":[]}}
+{"op":"add","path":"/elements/feature-list","value":{"type":"Card","props":{"direction":"column","gap":"m","variant":"clear"},"repeat":{"statePath":"/features","key":"id"},"children":["feature-item"]}}
+{"op":"add","path":"/elements/feature-item","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["feature-name","feature-progress"]}}
+{"op":"add","path":"/elements/feature-name","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"clear"},"children":["feature-title","feature-pct"]}}
+{"op":"add","path":"/elements/feature-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/feature-pct","value":{"type":"TextContent","props":{"text":{"$template":"${adoption}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/feature-progress","value":{"type":"Progress","props":{"value":{"$item":"adoption"},"label":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/state/features","value":[]}
+{"op":"add","path":"/state/features/0","value":{"id":"f1","name":"AI Copilot","adoption":67,"launched":"2024-11-15"}}
+{"op":"add","path":"/state/features/1","value":{"id":"f2","name":"Workflow Automations","adoption":43,"launched":"2024-12-01"}}
+{"op":"add","path":"/state/features/2","value":{"id":"f3","name":"Advanced Analytics Dashboard","adoption":28,"launched":"2025-01-10"}}
+{"op":"add","path":"/elements/seat-util-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["seat-header","seat-progress","seat-stats"]}}
+{"op":"add","path":"/elements/seat-header","value":{"type":"CardHeader","props":{"title":"Seat Utilization","subtitle":"Across all customer accounts"},"children":[]}}
+{"op":"add","path":"/elements/seat-progress","value":{"type":"Progress","props":{"value":73,"label":"73% of purchased seats active"},"children":[]}}
+{"op":"add","path":"/elements/seat-stats","value":{"type":"Card","props":{"direction":"row","gap":"l","variant":"clear"},"children":["seat-total","seat-active","seat-idle"]}}
+{"op":"add","path":"/elements/seat-total","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["seat-total-label","seat-total-value"]}}
+{"op":"add","path":"/elements/seat-total-label","value":{"type":"TextContent","props":{"text":"Total Seats","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/seat-total-value","value":{"type":"TextContent","props":{"text":"12,480","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/seat-active","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["seat-active-label","seat-active-value"]}}
+{"op":"add","path":"/elements/seat-active-label","value":{"type":"TextContent","props":{"text":"Active Seats","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/seat-active-value","value":{"type":"TextContent","props":{"text":"9,110","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/seat-idle","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["seat-idle-label","seat-idle-value"]}}
+{"op":"add","path":"/elements/seat-idle-label","value":{"type":"TextContent","props":{"text":"Idle Seats","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/seat-idle-value","value":{"type":"TextContent","props":{"text":"3,370","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/customers-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["customers-header","customers-table"]}}
+{"op":"add","path":"/elements/customers-header","value":{"type":"CardHeader","props":{"title":"Top 10 Customers","subtitle":"By annual spend"},"children":[]}}
+{"op":"add","path":"/elements/customers-table","value":{"type":"Table","props":{"columns":["col-rank","col-company","col-plan","col-seats","col-spend"]},"children":[]}}
+{"op":"add","path":"/elements/col-rank","value":{"type":"Col","props":{"label":"#","data":["1","2","3","4","5","6","7","8","9","10"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-company","value":{"type":"Col","props":{"label":"Company","data":["Acme Corp","TechFlow Inc","GlobalSync","DataBridge","CloudNine Systems","Nexus Labs","Pinnacle Software","Horizon Digital","Vertex Solutions","Quantum Dynamics"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-plan","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Custom","Enterprise","Custom","Enterprise","Enterprise","Custom","Enterprise","Enterprise"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-seats","value":{"type":"Col","props":{"label":"Seats","data":[450,380,320,295,270,245,220,198,185,172],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/col-spend","value":{"type":"Col","props":{"label":"Annual Spend","data":["$540,000","$456,000","$412,000","$354,000","$338,000","$294,000","$264,000","$249,000","$222,000","$206,400"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at Risk","subtitle":"Require attention"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["risk-info","risk-badge"]}}
+{"op":"add","path":"/elements/risk-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["risk-company","risk-reason"]}}
+{"op":"add","path":"/elements/risk-company","value":{"type":"TextContent","props":{"text":{"$item":"company"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-badge","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"r1","company":"GlobalSync","reason":"Usage dropped 45% over 30 days; champion left the company","severity":"High"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"r2","company":"Nexus Labs","reason":"Renewal in 14 days with no response to outreach attempts","severity":"High"}}
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+{"op":"add","path":"/state/atRiskAccounts/3","value":{"id":"r4","company":"Vertex Solutions","reason":"Downgraded plan last month; evaluating competitor","severity":"Medium"}}
+{"op":"add","path":"/state/atRiskAccounts/4","value":{"id":"r5","company":"CloudNine Systems","reason":"Payment failed twice; finance team unresponsive","severity":"Low"}}
+{"op":"add","path":"/elements/payments-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["payments-header","payments-list"]}}
+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed Payments","subtitle":"Retry or follow up"},"children":[]}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"clear"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-item"]}}
+{"op":"add","path":"/elements/payment-item","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center","variant":"sunk"},"children":["payment-info","payment-retry-btn"]}}
+{"op":"add","path":"/elements/payment-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["payment-company","payment-details"]}}
+{"op":"add","path":"/elements/payment-company","value":{"type":"TextContent","props":{"text":{"$item":"company"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/payment-details","value":{"type":"TextContent","props":{"text":{"$template":"${amount} · Failed ${date} · ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/payment-retry-btn","value":{"type":"Button","props":{"label":"Retry Payment","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/retryTriggered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"p1","company":"DataBridge","amount":"$12,400","date":"Jan 28, 2025","reason":"Card expired"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"p2","company":"Pinnacle Software","amount":"$8,750","date":"Jan 26, 2025","reason":"Insufficient funds"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"p3","company":"Quantum Dynamics","amount":"$15,200","date":"Jan 25, 2025","reason":"Bank declined transaction"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"p4","company":"TechFlow Inc","amount":"$22,000","date":"Jan 24, 2025","reason":"Payment method invalid"}}
+{"op":"add","path":"/state/retryTriggered","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..d1416ded9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"root"}
+{"op":"add","path":"/elements/root","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","charts-row","customers-section","risk-section","payments-section","adoption-section","utilization-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","justify":"between","align":"center"},"children":["header-title","header-controls"]}}
+{"op":"add","path":"/elements/header-title","value":{"type":"Heading","props":{"text":"Admin Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["period-select-control","invite-admin-btn"]}}
+{"op":"add","path":"/elements/period-select-control","value":{"type":"FormControl","props":{"label":"Reporting Period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","value":{"$bindState":"/reportingPeriod"},"items":["period-opt-30","period-opt-60","period-opt-90","period-opt-12m"],"placeholder":"Select period"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-60","value":{"type":"SelectItem","props":{"value":"60d","label":"Last 60 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 Days"},"children":[]}}
+{"op":"add","path":"/elements/period-opt-12m","value":{"type":"SelectItem","props":{"value":"12m","label":"Last 12 Months"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-admin-btn","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite Admin","title":"Invite New Admin","description":"Send an invitation to add a new admin to your workspace.","content":["invite-form"],"triggerVariant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-form-buttons","fields":["invite-name-field","invite-email-field","invite-role-field"]},"children":[]}}
+{"op":"add","path":"/elements/invite-form-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/invite-submit-btn","value":{"type":"Button","props":{"label":"Send Invitation","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-field","value":{"type":"FormControl","props":{"label":"Full Name","input":"invite-name-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-input","value":{"type":"Input","props":{"name":"adminName","placeholder":"Jane Smith","type":"text","value":{"$bindState":"/inviteForm/name"}},"children":[]}}
+{"op":"add","path":"/elements/invite-email-field","value":{"type":"FormControl","props":{"label":"Email Address","input":"invite-email-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"adminEmail","placeholder":"jane@company.com","type":"email","value":{"$bindState":"/inviteForm/email"}},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..eaf577fbd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r1.txt
@@ -0,0 +1,180 @@
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+{"op":"add","path":"/elements/inc-col-severity","value":{"type":"Col","props":{"label":"Severity","data":["Critical","Moderate","High","Critical","Moderate"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/ev-unit","value":{"type":"TextContent","props":{"text":{"$item":"unit"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ev-type","value":{"type":"TextContent","props":{"text":{"$item":"type"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/emergencyVehicles","value":[]}
+{"op":"add","path":"/state/emergencyVehicles/0","value":{"id":"ev1","unit":"Engine 7","type":"Fire","location":"Oak St & 3rd Ave","status":"On Scene"}}
+{"op":"add","path":"/state/emergencyVehicles/1","value":{"id":"ev2","unit":"Ladder 3","type":"Fire","location":"Oak St & 3rd Ave","status":"On Scene"}}
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+{"op":"add","path":"/state/emergencyVehicles/4","value":{"id":"ev5","unit":"HazMat 2","type":"HazMat","location":"440 Elm Street","status":"En Route"}}
+{"op":"add","path":"/state/emergencyVehicles/5","value":{"id":"ev6","unit":"Engine 11","type":"Fire","location":"Station 6 — Staged","status":"Available"}}
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+{"op":"add","path":"/elements/reports-title","value":{"type":"TextContent","props":{"text":"📢 Citizen Reports (Live Feed)","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"cr1","time":"09:22 AM","text":"Pothole on Birch Lane near school zone","category":"Roads"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"cr2","time":"09:18 AM","text":"Streetlight out on Maple Dr between 4th and 5th","category":"Lighting"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"cr3","time":"09:11 AM","text":"Overflowing trash bin at Riverside Park entrance","category":"Sanitation"}}
+{"op":"add","path":"/state/citizenReports/3","value":{"id":"cr4","time":"09:05 AM","text":"Loud construction noise before 7 AM on Oak Ave","category":"Noise"}}
+{"op":"add","path":"/state/citizenReports/4","value":{"id":"cr5","time":"08:58 AM","text":"Crosswalk signal not working at 8th & Grand","category":"Signals"}}
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+{"op":"add","path":"/elements/backlog-total-label","value":{"type":"TextContent","props":{"text":"Total Open","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/backlog-pend-label","value":{"type":"TextContent","props":{"text":"Pending Review","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/backlog-scheduled","value":{"type":"Card","props":{"direction":"column","gap":"xs","align":"center"},"children":["backlog-sched-num","backlog-sched-label"]}}
+{"op":"add","path":"/elements/backlog-sched-num","value":{"type":"TextContent","props":{"text":{"$template":"${/backlog/scheduled}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/backlog-sched-label","value":{"type":"TextContent","props":{"text":"Scheduled","size":"small"},"children":[]}}
+{"op":"add","path":"/state/backlog","value":{"total":342,"critical":28,"pending":156,"scheduled":158}}
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+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatch","fields":["dispatch-location","dispatch-crew","dispatch-priority"],"buttons":"dispatch-buttons"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-location","value":{"type":"FormControl","props":{"label":"Location / Address","input":"dispatch-location-input"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-crew","value":{"type":"FormControl","props":{"label":"Crew Type","input":"dispatch-crew-select"},"children":[]}}
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+{"op":"add","path":"/elements/crew-opt-1","value":{"type":"SelectItem","props":{"value":"road","label":"Road Repair Crew"},"children":[]}}
+{"op":"add","path":"/elements/crew-opt-2","value":{"type":"SelectItem","props":{"value":"water","label":"Water/Sewer Crew"},"children":[]}}
+{"op":"add","path":"/elements/crew-opt-3","value":{"type":"SelectItem","props":{"value":"electrical","label":"Electrical Crew"},"children":[]}}
+{"op":"add","path":"/elements/crew-opt-4","value":{"type":"SelectItem","props":{"value":"parks","label":"Parks & Grounds Crew"},"children":[]}}
+{"op":"add","path":"/elements/crew-opt-5","value":{"type":"SelectItem","props":{"value":"sanitation","label":"Sanitation Crew"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"dispatch-priority-radio"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-priority-radio","value":{"type":"RadioGroup","props":{"name":"priority","value":{"$bindState":"/dispatch/priority"},"items":["prio-1","prio-2","prio-3"]},"children":[]}}
+{"op":"add","path":"/elements/prio-1","value":{"type":"RadioItem","props":{"label":"Emergency","description":"Immediate response required","value":"emergency"},"children":[]}}
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+{"op":"add","path":"/elements/prio-3","value":{"type":"RadioItem","props":{"label":"Standard","description":"Next available window","value":"standard"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["dispatch-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-btn","value":{"type":"Button","props":{"label":"🚛 Dispatch Crew","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatch/confirmation","value":"Crew dispatched successfully. ETA: 25 minutes."}}},"children":[]}}
+{"op":"add","path":"/state/dispatch","value":{"location":"","crew":"","priority":"","confirmation":""}}
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+{"op":"add","path":"/elements/alert-severity-field","value":{"type":"FormControl","props":{"label":"Alert Level","input":"alert-severity-select"},"children":[]}}
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+{"op":"add","path":"/elements/alert-sev-1","value":{"type":"SelectItem","props":{"value":"advisory","label":"Advisory (Yellow)"},"children":[]}}
+{"op":"add","path":"/elements/alert-sev-2","value":{"type":"SelectItem","props":{"value":"warning","label":"Warning (Orange)"},"children":[]}}
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+{"op":"add","path":"/elements/alert-message-field","value":{"type":"FormControl","props":{"label":"Alert Message","input":"alert-message-input","hint":"This will be broadcast to all subscribed citizens and digital signage."},"children":[]}}
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+{"op":"add","path":"/elements/event-attendance","value":{"type":"Badge","props":{"text":{"$template":"~${expectedAttendance} expected"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"Summer Music Festival","day":"Sat","time":"12:00 PM – 10:00 PM","location":"Riverside Park","expectedAttendance":"15,000"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"Farmers Market","day":"Sat","time":"7:00 AM – 2:00 PM","location":"Central Square","expectedAttendance":"3,500"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"5K Charity Run","day":"Sun","time":"8:00 AM – 11:00 AM","location":"Downtown Loop","expectedAttendance":"2,200"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"Outdoor Movie Night","day":"Sun","time":"7:30 PM – 10:00 PM","location":"Westside Amphitheater","expectedAttendance":"1,800"}}
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+{"op":"add","path":"/elements/roadworks-title","value":{"type":"TextContent","props":{"text":"🚧 Roadworks Planned This Month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/roadworks-table","value":{"type":"Table","props":{"columns":["rw-col-project","rw-col-location","rw-col-dates","rw-col-impact"]},"children":[]}}
+{"op":"add","path":"/elements/rw-col-project","value":{"type":"Col","props":{"label":"Project","data":["Water Main Replacement","Road Resurfacing","Bridge Joint Repair","Sidewalk Upgrade","Storm Drain Expansion"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/rw-col-location","value":{"type":"Col","props":{"label":"Location","data":["Oak St (3rd–7th Ave)","Highway 12, MM 8–14","Elm Street Bridge","5th Ave Sidewalks","Riverside Dr & Canal Rd"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/rw-col-dates","value":{"type":"Col","props":{"label":"Schedule","data":["Jun 3 – Jun 21","Jun 10 – Jun 28","Jun 5 – Jun 12","Jun 15 – Jul 2","Jun 8 – Jun 30"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/rw-col-impact","value":{"type":"Col","props":{"label":"Traffic Impact","data":["Lane closure","Single lane alternating","Full closure (detour)","Pedestrian only","Lane closure"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["maintenance-title","maintenance-table"]}}
+{"op":"add","path":"/elements/maintenance-title","value":{"type":"TextContent","props":{"text":"🔩 Infrastructure Jobs Due for Maintenance","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-table","value":{"type":"Table","props":{"columns":["maint-col-asset","maint-col-type","maint-col-due","maint-col-status"]},"children":[]}}
+{"op":"add","path":"/elements/maint-col-asset","value":{"type":"Col","props":{"label":"Asset","data":["Pump Station #4","Traffic Signal Grid B","HVAC — City Hall","Elevator — Transit Center","Backup Generator #2","Water Tower — North"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-col-type","value":{"type":"Col","props":{"label":"Maintenance Type","data":["Quarterly Inspection","Bulb/LED Replacement","Filter & Belt Service","Annual Certification","Load Test","Structural Inspection"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-col-due","value":{"type":"Col","props":{"label":"Due Date","data":["Jun 5","Jun 8","Jun 10","Jun 12","Jun 15","Jun 18"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-col-status","value":{"type":"Col","props":{"label":"Status","data":["Overdue","Scheduled","Scheduled","Unassigned","Scheduled","Unassigned"],"type":"string"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..f8730f37d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r2.txt
@@ -0,0 +1,166 @@
+{"op":"add","path":"/root","value":"ops-center"}
+{"op":"add","path":"/elements/ops-center","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["ops-header","district-bar","main-tabs"]}}
+{"op":"add","path":"/elements/ops-header","value":{"type":"CardHeader","props":{"title":"🏙️ City Operations Center","subtitle":"Real-time municipal dashboard — all systems"},"children":[]}}
+{"op":"add","path":"/elements/district-bar","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center"},"children":["district-label","district-select"]}}
+{"op":"add","path":"/elements/district-label","value":{"type":"TextContent","props":{"text":"**Focus District:**","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"Select a district…","value":{"$bindState":"/selectedDistrict"},"items":["district-opt-1","district-opt-2","district-opt-3","district-opt-4","district-opt-5","district-opt-6"]},"children":[]}}
+{"op":"add","path":"/elements/district-opt-1","value":{"type":"SelectItem","props":{"value":"Downtown","label":"Downtown"},"children":[]}}
+{"op":"add","path":"/elements/district-opt-2","value":{"type":"SelectItem","props":{"value":"Northside","label":"Northside"},"children":[]}}
+{"op":"add","path":"/elements/district-opt-3","value":{"type":"SelectItem","props":{"value":"Eastport","label":"Eastport"},"children":[]}}
+{"op":"add","path":"/elements/district-opt-4","value":{"type":"SelectItem","props":{"value":"Westfield","label":"Westfield"},"children":[]}}
+{"op":"add","path":"/elements/district-opt-5","value":{"type":"SelectItem","props":{"value":"Southgate","label":"Southgate"},"children":[]}}
+{"op":"add","path":"/elements/district-opt-6","value":{"type":"SelectItem","props":{"value":"Riverside","label":"Riverside"},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"Downtown"}
+{"op":"add","path":"/elements/main-tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-environment","tab-incidents","tab-infrastructure","tab-actions"]},"children":[]}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"📊 Overview","content":["overview-metrics","energy-section","weather-card"]},"children":[]}}
+{"op":"add","path":"/elements/tab-environment","value":{"type":"TabItem","props":{"value":"environment","trigger":"🌿 Environment","content":["aq-section"]},"children":[]}}
+{"op":"add","path":"/elements/tab-incidents","value":{"type":"TabItem","props":{"value":"incidents","trigger":"🚨 Incidents","content":["incidents-section","emergency-section","citizen-section"]},"children":[]}}
+{"op":"add","path":"/elements/tab-infrastructure","value":{"type":"TabItem","props":{"value":"infrastructure","trigger":"🔧 Infrastructure","content":["parking-section","roadworks-section","maintenance-section","backlog-section"]},"children":[]}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"⚡ Actions","content":["events-section","dispatch-section","alert-section"]},"children":[]}}
+{"op":"add","path":"/elements/overview-metrics","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["congestion-card","transit-card","water-card"]}}
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+{"op":"add","path":"/elements/congestion-title","value":{"type":"TextContent","props":{"text":"🚗 Congestion Index","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-value","value":{"type":"TextContent","props":{"text":{"$template":"${/congestionIndex}% — Heavy traffic on I-95 & Main St"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-bar","value":{"type":"Progress","props":{"value":{"$state":"/congestionIndex"},"label":"Network load"},"children":[]}}
+{"op":"add","path":"/state/congestionIndex","value":72}
+{"op":"add","path":"/elements/transit-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["transit-title","transit-value","transit-bar"]}}
+{"op":"add","path":"/elements/transit-title","value":{"type":"TextContent","props":{"text":"🚌 Transit Punctuality","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"TextContent","props":{"text":{"$template":"${/transitPunctuality}% on-time (target: 90%)"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-bar","value":{"type":"Progress","props":{"value":{"$state":"/transitPunctuality"},"label":"On-time performance"},"children":[]}}
+{"op":"add","path":"/state/transitPunctuality","value":87.3}
+{"op":"add","path":"/elements/water-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["water-title","water-value","water-bar"]}}
+{"op":"add","path":"/elements/water-title","value":{"type":"TextContent","props":{"text":"💧 Water Use Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-value","value":{"type":"TextContent","props":{"text":{"$template":"${/waterUseToday}M gal of ${/waterCapacity}M gal capacity"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-bar","value":{"type":"Progress","props":{"value":{"$state":"/waterPercent"},"label":"Daily capacity used"},"children":[]}}
+{"op":"add","path":"/state/waterUseToday","value":4.2}
+{"op":"add","path":"/state/waterCapacity","value":6.0}
+{"op":"add","path":"/state/waterPercent","value":70}
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+{"op":"add","path":"/elements/energy-title","value":{"type":"TextContent","props":{"text":"⚡ Energy Use — Past 7 Days (MWh)","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"xLabel":"Day","yLabel":"MWh"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..c4e087192
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r3.txt
@@ -0,0 +1,168 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..7bd0874d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-city__r4.txt
@@ -0,0 +1,214 @@
+
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+{"op":"add","path":"/state/weather","value":{"temp":72,"condition":"Partly Cloudy","wind":"12 mph NW","humidity":54}}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..68d6cb552
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,215 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..bd9916c0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,254 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..ece47d537
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,242 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..3956ab32d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-disaster__r4.txt
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..58a614285
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,86 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r2.txt
new file mode 100644
index 000000000..98767aab5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r2.txt
@@ -0,0 +1,82 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r3.txt
new file mode 100644
index 000000000..f84bb1110
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-exec__r3.txt
@@ -0,0 +1,92 @@
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new file mode 100644
index 000000000..253b2be24
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r2.txt
new file mode 100644
index 000000000..0aae0ca76
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r2.txt
@@ -0,0 +1,277 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r3.txt
new file mode 100644
index 000000000..345f009c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r3.txt
@@ -0,0 +1,150 @@
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+{"op":"add","path":"/elements/rebalance-btn","value":{"type":"Button","props":{"label":"⚖️ Run Rebalance","variant":"primary","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"value":"analytics","trigger":"Analytics","content":["strategy-card","drawdown-card"]},"children":[]}}
+{"op":"add","path":"/elements/strategy-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["strategy-header","strategy-chart"]}}
+{"op":"add","path":"/elements/strategy-header","value":{"type":"CardHeader","props":{"title":"Strategy Returns YTD","subtitle":"Net of fees, as of today"},"children":[]}}
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+{"op":"add","path":"/elements/series-returns","value":{"type":"Series","props":{"category":"YTD Return","values":{"$state":"/strategyValues"}},"children":[]}}
+{"op":"add","path":"/state/strategyLabels","value":["L/S Equity","Global Macro","Quantitative","Event Driven","Fixed Income"]}
+{"op":"add","path":"/state/strategyValues","value":[12.4,8.7,15.2,6.1,4.3]}
+{"op":"add","path":"/elements/drawdown-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["drawdown-header","drawdown-chart"]}}
+{"op":"add","path":"/elements/drawdown-header","value":{"type":"CardHeader","props":{"title":"Drawdown – Past 12 Months","subtitle":"Peak-to-trough decline from high-water mark"},"children":[]}}
+{"op":"add","path":"/elements/drawdown-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/drawdownLabels"},"series":["series-drawdown"],"xLabel":"Month","yLabel":"Drawdown %","variant":"natural"},"children":[]}}
+{"op":"add","path":"/elements/series-drawdown","value":{"type":"Series","props":{"category":"Drawdown","values":{"$state":"/drawdownValues"}},"children":[]}}
+{"op":"add","path":"/state/drawdownLabels","value":["Jul '24","Aug","Sep","Oct","Nov","Dec","Jan '25","Feb","Mar","Apr","May","Jun"]}
+{"op":"add","path":"/state/drawdownValues","value":[-1.8,-3.2,-2.1,0,-0.6,-2.4,-4.1,-6.2,-5.3,-3.7,-1.9,-0.8]}
+{"op":"add","path":"/elements/tab-trade","value":{"type":"TabItem","props":{"value":"trade","trigger":"Trade","content":["order-form-card"]},"children":[]}}
+{"op":"add","path":"/elements/order-form-card","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["order-form-header","order-form"]}}
+{"op":"add","path":"/elements/order-form-header","value":{"type":"CardHeader","props":{"title":"Place New Order","subtitle":"Submit a limit order to the desk"},"children":[]}}
+{"op":"add","path":"/elements/order-form","value":{"type":"Form","props":{"name":"placeOrder","fields":["field-ticker","field-side","field-qty"],"buttons":"order-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/field-ticker","value":{"type":"FormControl","props":{"label":"Ticker","input":"input-ticker","hint":"Enter the instrument symbol"},"children":[]}}
+{"op":"add","path":"/elements/input-ticker","value":{"type":"Input","props":{"name":"ticker","placeholder":"e.g. AAPL"},"children":[]}}
+{"op":"add","path":"/elements/field-side","value":{"type":"FormControl","props":{"label":"Side","input":"select-side"},"children":[]}}
+{"op":"add","path":"/elements/select-side","value":{"type":"Select","props":{"name":"side","items":["select-buy","select-sell"],"placeholder":"Select side"},"children":[]}}
+{"op":"add","path":"/elements/select-buy","value":{"type":"SelectItem","props":{"value":"BUY","label":"Buy"},"children":[]}}
+{"op":"add","path":"/elements/select-sell","value":{"type":"SelectItem","props":{"value":"SELL","label":"Sell"},"children":[]}}
+{"op":"add","path":"/elements/field-qty","value":{"type":"FormControl","props":{"label":"Quantity","input":"input-qty","hint":"Number of shares/contracts"},"children":[]}}
+{"op":"add","path":"/elements/input-qty","value":{"type":"Input","props":{"name":"quantity","placeholder":"e.g. 100","type":"number"},"children":[]}}
+{"op":"add","path":"/elements/order-form-buttons","value":{"type":"Buttons","props":{"direction":"row"},"children":["btn-submit-order","btn-cancel-order"]}}
+{"op":"add","path":"/elements/btn-submit-order","value":{"type":"Button","props":{"label":"Submit Order","variant":"primary"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-fund__r4.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..f5224c082
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r1.txt
@@ -0,0 +1,138 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","kpi-row","analytics-section","commerce-infra-row","events-moderation-row","experiments-section","tools-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎮 Live-Ops Command Center","subtitle":"Real-time game operations dashboard"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-dau","kpi-mau","kpi-revenue","kpi-arpu"]}}
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"sunk"},"children":["kpi-online-label","kpi-online-value"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"🟢 Players Online","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/playersOnline}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"Card","props":{"variant":"sunk"},"children":["kpi-dau-label","kpi-dau-value"]}}
+{"op":"add","path":"/elements/kpi-dau-label","value":{"type":"TextContent","props":{"text":"📊 DAU","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/dau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"Card","props":{"variant":"sunk"},"children":["kpi-mau-label","kpi-mau-value"]}}
+{"op":"add","path":"/elements/kpi-mau-label","value":{"type":"TextContent","props":{"text":"📈 MAU","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/mau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"sunk"},"children":["kpi-revenue-label","kpi-revenue-value"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"💰 Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/revenueToday}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-arpu-label","value":{"type":"TextContent","props":{"text":"💎 ARPU","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/arpu}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"playersOnline":"48,217","dau":"312,450","mau":"1,847,300","revenueToday":"284,930","arpu":"4.82"}}
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+{"op":"add","path":"/elements/analytics-header","value":{"type":"Heading","props":{"text":"📉 Analytics","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/session-chart-title","value":{"type":"TextContent","props":{"text":"Avg Session Length (min) — Past 2 Weeks","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/crash-chart-title","value":{"type":"TextContent","props":{"text":"Crash Rate by App Version (%)","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/inflation-title","value":{"type":"TextContent","props":{"text":"🪙 In-Game Currency Inflation Index (30d)","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/inflation-series","value":{"type":"Series","props":{"category":"Gold Index","values":[100,103.2,107.8,112.4]},"children":[]}}
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+{"op":"add","path":"/state/servers/5","value":{"id":"6","name":"South America","players":"1,634","status":"Maintenance"}}
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+{"op":"add","path":"/elements/event-badge","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"tagVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"1","name":"Summer Solstice Festival","schedule":"Ends in 2d 14h","status":"LIVE","tagVariant":"success"}}
+{"op":"add","path":"/state/events/1","value":{"id":"2","name":"Double XP Weekend","schedule":"Ends in 8h","status":"LIVE","tagVariant":"success"}}
+{"op":"add","path":"/state/events/2","value":{"id":"3","name":"Guild Wars Season 4","schedule":"Starts in 3d","status":"UPCOMING","tagVariant":"info"}}
+{"op":"add","path":"/state/events/3","value":{"id":"4","name":"Anniversary Celebration","schedule":"Starts in 12d","status":"UPCOMING","tagVariant":"info"}}
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+{"op":"add","path":"/elements/moderation-title","value":{"type":"TextContent","props":{"text":"🛡️ Moderation Queue","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/appeals-info","value":{"type":"TextContent","props":{"text":"Ban Appeals Awaiting Review","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appeals-badge","value":{"type":"Badge","props":{"text":{"$template":"${/moderation/banAppeals} pending"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/moderation","value":{"reportsPending":"47","banAppeals":"12"}}
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+{"op":"add","path":"/elements/experiments-header","value":{"type":"Heading","props":{"text":"🧪 Running Experiments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/exp-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["exp-a","exp-b"]}}
+{"op":"add","path":"/elements/exp-a","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["exp-a-title","exp-a-desc","exp-a-metrics","exp-a-verdict"]}}
+{"op":"add","path":"/elements/exp-a-title","value":{"type":"TextContent","props":{"text":"Experiment A: New Onboarding Flow","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-desc","value":{"type":"TextContent","props":{"text":"Testing simplified tutorial (3 steps vs 7). 50/50 split, 14 days running.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/exp-a-col-control","value":{"type":"Col","props":{"label":"Control","data":["42.1%","18.3%","67%","22.4"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-col-variant","value":{"type":"Col","props":{"label":"Variant","data":["47.8%","21.6%","89%","24.1"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-verdict","value":{"type":"Callout","props":{"variant":"success","title":"Winning Variant","description":"Variant shows +13.5% D1 retention and +33% tutorial completion. Statistically significant (p<0.01). Recommend rollout."},"children":[]}}
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+{"op":"add","path":"/elements/exp-b-title","value":{"type":"TextContent","props":{"text":"Experiment B: Dynamic Pricing on Crates","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/exp-b-col-variant","value":{"type":"Col","props":{"label":"Variant","data":["5.1%","$7.10","$0.36","54%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-b-verdict","value":{"type":"Callout","props":{"variant":"info","title":"Inconclusive — Needs More Data","description":"Revenue per lapsed user up +33% but ARPPU down 15%. Churn improvement promising. Extend test 7 more days."},"children":[]}}
+{"op":"add","path":"/elements/tools-section","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["tools-header","tools-row"]}}
+{"op":"add","path":"/elements/tools-header","value":{"type":"Heading","props":{"text":"🔧 Ops Tools","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tools-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["patch-notes-card","region-focus-card","hotfix-card"]}}
+{"op":"add","path":"/elements/patch-notes-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["patch-notes-title","patch-notes-version","patch-notes-area","patch-notes-btn"]}}
+{"op":"add","path":"/elements/patch-notes-title","value":{"type":"TextContent","props":{"text":"📝 Draft Patch Notes","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/patch-notes-version","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input"},"children":["patch-version-input"]}}
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+{"op":"add","path":"/elements/patch-notes-area","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-notes-textarea"},"children":["patch-notes-textarea"]}}
+{"op":"add","path":"/elements/patch-notes-textarea","value":{"type":"TextArea","props":{"name":"patchNotes","placeholder":"- Fixed crash on login for Android 14\n- Balanced Dragon Flame Sword damage\n- Added new guild emblems...","rows":5,"value":{"$bindState":"/patchNotes/content"}},"children":[]}}
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+{"op":"add","path":"/state/patchNotes","value":{"version":"","content":"","saved":false}}
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+{"op":"add","path":"/elements/region-focus-title","value":{"type":"TextContent","props":{"text":"🌍 Focus Region","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-select-ctrl","value":{"type":"FormControl","props":{"label":"Select Region","input":"region-select"},"children":["region-select"]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Choose a region...","value":{"$bindState":"/regionFocus/selected"},"items":["region-opt-1","region-opt-2","region-opt-3","region-opt-4","region-opt-5","region-opt-6"]},"children":["region-opt-1","region-opt-2","region-opt-3","region-opt-4","region-opt-5","region-opt-6"]}}
+{"op":"add","path":"/elements/region-opt-1","value":{"type":"SelectItem","props":{"value":"us-east","label":"US-East"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-2","value":{"type":"SelectItem","props":{"value":"us-west","label":"US-West"},"children":[]}}
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+{"op":"add","path":"/elements/hotfix-priority","value":{"type":"FormControl","props":{"label":"Priority","input":"hotfix-priority-select"},"children":["hotfix-priority-select"]}}
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+{"op":"add","path":"/elements/hotfix-pri-1","value":{"type":"SelectItem","props":{"value":"critical","label":"🔴 Critical — Immediate"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-pri-2","value":{"type":"SelectItem","props":{"value":"high","label":"🟠 High — Next deploy window"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-pri-3","value":{"type":"SelectItem","props":{"value":"normal","label":"🟡 Normal — Scheduled"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-ship-btn","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"🚀 Ship Hotfix","title":"Confirm Hotfix Deployment","description":"This will immediately deploy the hotfix to production. This action cannot be undone. Are you sure?","confirmLabel":"Deploy Now","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
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+{"op":"add","path":"/state/hotfix","value":{"description":"","target":"","priority":"","shipped":false}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..72e8e1098
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r2.txt
@@ -0,0 +1,131 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎮 Live-Ops Command Center","subtitle":"Real-time game operations dashboard"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"s","wrap":true},"children":["metric-online","metric-dau","metric-mau","metric-revenue","metric-arpu"]}}
+{"op":"add","path":"/elements/metric-online","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-online-text"]}}
+{"op":"add","path":"/elements/metric-online-text","value":{"type":"TextContent","props":{"text":{"$template":"🟢 **${/metrics/playersOnline}** Players Online"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metric-dau","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-dau-text"]}}
+{"op":"add","path":"/elements/metric-dau-text","value":{"type":"TextContent","props":{"text":{"$template":"📅 DAU: **${/metrics/dau}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metric-mau","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-mau-text"]}}
+{"op":"add","path":"/elements/metric-mau-text","value":{"type":"TextContent","props":{"text":{"$template":"📆 MAU: **${/metrics/mau}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-revenue-text"]}}
+{"op":"add","path":"/elements/metric-revenue-text","value":{"type":"TextContent","props":{"text":{"$template":"💰 Revenue Today: **$${/metrics/revenueToday}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metric-arpu","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-arpu-text"]}}
+{"op":"add","path":"/elements/metric-arpu-text","value":{"type":"TextContent","props":{"text":{"$template":"📊 ARPU: **$${/metrics/arpu}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"playersOnline":847293,"dau":2341567,"mau":12847293,"revenueToday":1247832,"arpu":0.53}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-analytics","tab-operations","tab-review","tab-experiments","tab-actions"]},"children":[]}}
+{"op":"add","path":"/elements/tab-analytics","value":{"type":"TabItem","props":{"value":"analytics","trigger":"📈 Analytics","content":["session-card","crash-card","inflation-card"]},"children":[]}}
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"gap":"s"},"children":["session-header","session-chart"]}}
+{"op":"add","path":"/elements/session-header","value":{"type":"CardHeader","props":{"title":"Avg Session Length (Past 2 Weeks)","subtitle":"Minutes per session"},"children":[]}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"AreaChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"],"series":["session-series"],"xLabel":"Date","yLabel":"Minutes"},"children":["session-series"]}}
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+{"op":"add","path":"/state/banAppeals/0","value":{"id":"1","player":"NightRaven42","reason":"Claims false positive on anti-cheat","time":"1 hr ago"}}
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+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"high","label":"🟠 High – Deploy within 1 hour"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"SelectItem","props":{"value":"medium","label":"🟡 Medium – Next maintenance window"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-btn","value":{"type":"Button","props":{"label":"🚀 Ship Hotfix","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/hotfixShipped","value":true}}},"children":[]}}
+{"op":"add","path":"/state/hotfixTitle","value":""}
+{"op":"add","path":"/state/hotfixDesc","value":""}
+{"op":"add","path":"/state/hotfixPriority","value":"critical"}
+{"op":"add","path":"/state/hotfixShipped","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..e3d179ab8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r3.txt
@@ -0,0 +1,171 @@
+
+
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"gap":"m"},"children":["header","tabs"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎮 Live-Ops Command Center","subtitle":"Real-time game operations dashboard"},"children":[]}}
+{"op":"add","path":"/elements/tabs","value":{"type":"Tabs","props":{"items":["tab-overview","tab-economy","tab-infra","tab-liveops","tab-actions"]},"children":[]}}
+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"📊 Overview","content":["metrics-row","session-section"]},"children":[]}}
+{"op":"add","path":"/elements/tab-economy","value":{"type":"TabItem","props":{"value":"economy","trigger":"💰 Economy","content":["economy-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-infra","value":{"type":"TabItem","props":{"value":"infra","trigger":"🖥️ Infrastructure","content":["infra-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-liveops","value":{"type":"TabItem","props":{"value":"liveops","trigger":"🎯 Live Ops","content":["liveops-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"⚡ Actions","content":["actions-content"]},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-online","metric-dau","metric-mau","metric-revenue","metric-arpu"]}}
+{"op":"add","path":"/elements/metric-online","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-online-label","metric-online-value"]}}
+{"op":"add","path":"/elements/metric-online-label","value":{"type":"TextContent","props":{"text":"🟢 Players Online Now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-online-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/playersOnline}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-dau","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-dau-label","metric-dau-value"]}}
+{"op":"add","path":"/elements/metric-dau-label","value":{"type":"TextContent","props":{"text":"📅 Daily Active Players","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-dau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/dau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-mau","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-mau-label","metric-mau-value"]}}
+{"op":"add","path":"/elements/metric-mau-label","value":{"type":"TextContent","props":{"text":"📆 Monthly Active Players","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-mau-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/mau}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-revenue-label","metric-revenue-value"]}}
+{"op":"add","path":"/elements/metric-revenue-label","value":{"type":"TextContent","props":{"text":"💵 Revenue Today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-revenue-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/revenueToday}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-arpu","value":{"type":"Card","props":{"variant":"sunk","gap":"xs"},"children":["metric-arpu-label","metric-arpu-value"]}}
+{"op":"add","path":"/elements/metric-arpu-label","value":{"type":"TextContent","props":{"text":"📈 Revenue Per User","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-arpu-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/arpu}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"playersOnline":"48,217","dau":"312,450","mau":"1,847,320","revenueToday":"127,843","arpu":"0.41"}}
+{"op":"add","path":"/elements/session-section","value":{"type":"Card","props":{"gap":"s"},"children":["session-title","session-chart"]}}
+{"op":"add","path":"/elements/session-title","value":{"type":"Heading","props":{"text":"Average Session Length (Past 2 Weeks)","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"],"series":["session-series"],"variant":"natural","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Avg Session (min)","values":[23.4,24.1,22.8,25.3,26.1,24.7,23.9,25.8,27.2,26.4,24.9,25.1,26.8,27.5]},"children":[]}}
+{"op":"add","path":"/elements/economy-content","value":{"type":"Card","props":{"gap":"l"},"children":["best-sellers-section","inflation-section"]}}
+{"op":"add","path":"/elements/best-sellers-section","value":{"type":"Card","props":{"gap":"s"},"children":["best-sellers-title","best-sellers-table"]}}
+{"op":"add","path":"/elements/best-sellers-title","value":{"type":"Heading","props":{"text":"🏆 Best-Selling Items Today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-table","value":{"type":"Table","props":{"columns":["col-rank","col-item","col-units","col-rev"]},"children":[]}}
+{"op":"add","path":"/elements/col-rank","value":{"type":"Col","props":{"label":"#","data":["1","2","3","4","5"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-item","value":{"type":"Col","props":{"label":"Item","data":["Dragon Slayer Skin","Lucky Loot Crate x10","XP Boost (7-day)","Golden Battle Pass","Phoenix Mount"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-units","value":{"type":"Col","props":{"label":"Units Sold","data":["12,847","9,231","7,654","5,892","4,103"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/col-rev","value":{"type":"Col","props":{"label":"Revenue","data":["$38,541","$27,693","$15,308","$29,460","$20,515"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/inflation-section","value":{"type":"Card","props":{"gap":"s"},"children":["inflation-title","inflation-alert","inflation-chart"]}}
+{"op":"add","path":"/elements/inflation-title","value":{"type":"Heading","props":{"text":"💱 In-Game Currency Inflation","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/inflation-alert","value":{"type":"Alert","props":{"title":"Inflation Warning","description":"Gold supply has increased 8.3% week-over-week. Consider adding gold sinks or reducing drop rates.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/inflation-chart","value":{"type":"AreaChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4","Week 5","Week 6","Week 7","Week 8"],"series":["inflation-supply","inflation-spend"],"variant":"natural","yLabel":"Millions of Gold"},"children":[]}}
+{"op":"add","path":"/elements/inflation-supply","value":{"type":"Series","props":{"category":"Gold Supply (M)","values":[142,148,155,161,170,178,189,204]},"children":[]}}
+{"op":"add","path":"/elements/inflation-spend","value":{"type":"Series","props":{"category":"Gold Spent (M)","values":[138,141,146,150,155,160,167,174]},"children":[]}}
+{"op":"add","path":"/elements/infra-content","value":{"type":"Card","props":{"gap":"l"},"children":["regions-section","crash-section"]}}
+{"op":"add","path":"/elements/regions-section","value":{"type":"Card","props":{"gap":"s"},"children":["regions-title","regions-list"]}}
+{"op":"add","path":"/elements/regions-title","value":{"type":"Heading","props":{"text":"🌐 Server Regions & Health","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-card"]}}
+{"op":"add","path":"/elements/region-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["region-info","region-health-tag"]}}
+{"op":"add","path":"/elements/region-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["region-name","region-players"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/region-players","value":{"type":"TextContent","props":{"text":{"$template":"${players} players • ${latency}ms avg latency"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-health-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/regions","eq":"Operational"},"$then":"success","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na","name":"🇺🇸 North America (Virginia)","players":"14,230","latency":"23","status":"Operational"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu","name":"🇪🇺 Europe (Frankfurt)","players":"12,847","latency":"31","status":"Operational"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"ap","name":"🇯🇵 Asia Pacific (Tokyo)","players":"10,452","latency":"45","status":"Operational"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"sa","name":"🇧🇷 South America (São Paulo)","players":"6,891","latency":"52","status":"Degraded"}}
+{"op":"add","path":"/state/regions/4","value":{"id":"oc","name":"🇦🇺 Oceania (Sydney)","players":"3,797","latency":"38","status":"Operational"}}
+{"op":"add","path":"/elements/crash-section","value":{"type":"Card","props":{"gap":"s"},"children":["crash-title","crash-chart"]}}
+{"op":"add","path":"/elements/crash-title","value":{"type":"Heading","props":{"text":"💥 Crash Rate by App Version","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["v3.2.0","v3.2.1","v3.3.0","v3.3.1","v3.4.0-beta"],"series":["crash-series"],"variant":"grouped","yLabel":"Crash Rate %"},"children":[]}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash Rate (%)","values":[0.12,0.08,0.15,0.06,0.42]},"children":[]}}
+{"op":"add","path":"/elements/liveops-content","value":{"type":"Card","props":{"gap":"l"},"children":["events-section","queue-section","experiments-section"]}}
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"gap":"s"},"children":["events-title","events-list"]}}
+{"op":"add","path":"/elements/events-title","value":{"type":"Heading","props":{"text":"🎪 Live & Upcoming Events","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-card"]}}
+{"op":"add","path":"/elements/event-card","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"center","justify":"between","variant":"sunk"},"children":["event-info","event-status"]}}
+{"op":"add","path":"/elements/event-info","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"clear"},"children":["event-name","event-dates"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/event-dates","value":{"type":"TextContent","props":{"text":{"$item":"schedule"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/events","eq":"LIVE"},"$then":"success","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","name":"⚔️ Dragon Raid Weekend","schedule":"Jun 12 – Jun 15","status":"LIVE"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","name":"🌊 Summer Splash Festival","schedule":"Jun 18 – Jun 25","status":"Upcoming"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","name":"🏆 Ranked Season 14 Finals","schedule":"Jun 20 – Jun 22","status":"Upcoming"}}
+{"op":"add","path":"/state/events/3","value":{"id":"e4","name":"🎁 Double XP Happy Hour","schedule":"Daily 6–8 PM UTC","status":"LIVE"}}
+{"op":"add","path":"/elements/queue-section","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["reports-card","bans-card"]}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"gap":"s","variant":"sunk"},"children":["reports-header","reports-count","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"Heading","props":{"text":"🚨 Player Reports","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/reports-count","value":{"type":"Alert","props":{"title":"37 reports awaiting review","description":"12 high priority (harassment/cheating)","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"ListBlock","props":{"items":["report-1","report-2","report-3"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/report-1","value":{"type":"ListItem","props":{"title":"Cheating suspicion – aimbot detected","subtitle":"Reporter: PlayerX99 • 2h ago • Priority: HIGH","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/report-2","value":{"type":"ListItem","props":{"title":"Harassment in voice chat","subtitle":"Reporter: MoonKnight • 4h ago • Priority: HIGH","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/report-3","value":{"type":"ListItem","props":{"title":"Exploit duplication glitch","subtitle":"Reporter: DataMiner42 • 6h ago • Priority: MEDIUM","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/bans-card","value":{"type":"Card","props":{"gap":"s","variant":"sunk"},"children":["bans-header","bans-count","bans-list"]}}
+{"op":"add","path":"/elements/bans-header","value":{"type":"Heading","props":{"text":"🔨 Ban Appeals","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/bans-count","value":{"type":"Alert","props":{"title":"14 appeals awaiting review","description":"3 appeals over 48h old (SLA breach risk)","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/bans-list","value":{"type":"ListBlock","props":{"items":["ban-1","ban-2","ban-3"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/ban-1","value":{"type":"ListItem","props":{"title":"ShadowKnight – banned for team killing","subtitle":"Appeal filed 52h ago • 3rd offense","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/ban-2","value":{"type":"ListItem","props":{"title":"xXSlayerXx – banned for toxic behavior","subtitle":"Appeal filed 28h ago • 1st offense","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/ban-3","value":{"type":"ListItem","props":{"title":"ProGamer2024 – banned for account sharing","subtitle":"Appeal filed 12h ago • 2nd offense","actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/experiments-section","value":{"type":"Card","props":{"gap":"s"},"children":["experiments-title","experiments-grid"]}}
+{"op":"add","path":"/elements/experiments-title","value":{"type":"Heading","props":{"text":"🧪 Running Experiments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/experiments-grid","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["exp-a","exp-b"]}}
+{"op":"add","path":"/elements/exp-a","value":{"type":"Card","props":{"gap":"s","variant":"sunk"},"children":["exp-a-header","exp-a-desc","exp-a-metrics","exp-a-verdict"]}}
+{"op":"add","path":"/elements/exp-a-header","value":{"type":"Heading","props":{"text":"Experiment A: New Onboarding Flow","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-desc","value":{"type":"TextContent","props":{"text":"Testing streamlined tutorial (3 steps vs 7). 50/50 split on new players.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-metrics","value":{"type":"Table","props":{"columns":["exp-a-col-metric","exp-a-col-control","exp-a-col-variant"]},"children":[]}}
+{"op":"add","path":"/elements/exp-a-col-metric","value":{"type":"Col","props":{"label":"Metric","data":["D1 Retention","Tutorial Completion","Time to First Purchase"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-col-control","value":{"type":"Col","props":{"label":"Control","data":["34.2%","61.8%","4.2 days"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-col-variant","value":{"type":"Col","props":{"label":"Variant","data":["38.7% (+4.5pp)","78.3% (+16.5pp)","3.1 days (-1.1d)"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-a-verdict","value":{"type":"Callout","props":{"variant":"success","title":"Recommendation: Ship to 100%","description":"All metrics significantly improved (p<0.01). D1 retention up 13% relative."},"children":[]}}
+{"op":"add","path":"/elements/exp-b","value":{"type":"Card","props":{"gap":"s","variant":"sunk"},"children":["exp-b-header","exp-b-desc","exp-b-metrics","exp-b-verdict"]}}
+{"op":"add","path":"/elements/exp-b-header","value":{"type":"Heading","props":{"text":"Experiment B: Dynamic Pricing on Crates","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/exp-b-desc","value":{"type":"TextContent","props":{"text":"Testing personalized crate pricing based on player spending history. 20/80 split.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/exp-b-metrics","value":{"type":"Table","props":{"columns":["exp-b-col-metric","exp-b-col-control","exp-b-col-variant"]},"children":[]}}
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+{"op":"add","path":"/elements/exp-b-col-control","value":{"type":"Col","props":{"label":"Control","data":["4.1%","$12.30","2.8%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-b-col-variant","value":{"type":"Col","props":{"label":"Variant","data":["5.3% (+1.2pp)","$14.80 (+$2.50)","3.4% (+0.6pp)"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/exp-b-verdict","value":{"type":"Callout","props":{"variant":"warning","title":"Recommendation: Continue monitoring","description":"Revenue up but churn increased. Need 3 more days of data to confirm trend."},"children":[]}}
+{"op":"add","path":"/elements/actions-content","value":{"type":"Card","props":{"gap":"l"},"children":["patch-section","region-focus-section","hotfix-section"]}}
+{"op":"add","path":"/elements/patch-section","value":{"type":"Card","props":{"gap":"s"},"children":["patch-title","patch-form"]}}
+{"op":"add","path":"/elements/patch-title","value":{"type":"Heading","props":{"text":"📝 Draft Patch Notes","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/patch-form","value":{"type":"Form","props":{"name":"patch-notes","buttons":"patch-buttons","fields":["patch-version-field","patch-content-field"]},"children":[]}}
+{"op":"add","path":"/elements/patch-version-field","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input","hint":"e.g. v3.4.1"},"children":[]}}
+{"op":"add","path":"/elements/patch-version-input","value":{"type":"Input","props":{"name":"version","placeholder":"v3.4.1","value":{"$bindState":"/patchNotes/version"}},"children":[]}}
+{"op":"add","path":"/elements/patch-content-field","value":{"type":"FormControl","props":{"label":"Patch Notes (Markdown)","input":"patch-content-input","hint":"Use markdown formatting. Sections: Bug Fixes, Balance Changes, New Features"},"children":[]}}
+{"op":"add","path":"/elements/patch-content-input","value":{"type":"TextArea","props":{"name":"content","placeholder":"## Bug Fixes\n- Fixed crash when entering Dragon Raid lobby\n- Resolved texture flickering on Phoenix Mount\n\n## Balance Changes\n- Reduced Dragon Slayer damage by 8%\n\n## New Features\n- Added Summer Splash event cosmetics","rows":8,"value":{"$bindState":"/patchNotes/content"}},"children":[]}}
+{"op":"add","path":"/elements/patch-buttons","value":{"type":"Buttons","props":{"buttons":["patch-save-btn","patch-preview-btn"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/patch-save-btn","value":{"type":"Button","props":{"label":"💾 Save Draft","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/patchNotes/saved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/patch-preview-btn","value":{"type":"Button","props":{"label":"👁️ Preview","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/patchNotes/showPreview","value":true}}},"children":[]}}
+{"op":"add","path":"/state/patchNotes","value":{"version":"","content":"","saved":false,"showPreview":false}}
+{"op":"add","path":"/elements/patch-saved-alert","value":{"type":"Alert","props":{"title":"Draft saved!","description":"Patch notes draft has been saved. You can publish when ready.","variant":"success"},"visible":{"$state":"/patchNotes/saved"},"children":[]}}
+{"op":"add","path":"/elements/patch-preview-card","value":{"type":"Card","props":{"gap":"s","variant":"sunk"},"visible":{"$state":"/patchNotes/showPreview"},"children":["patch-preview-heading","patch-preview-md"]}}
+{"op":"add","path":"/elements/patch-preview-heading","value":{"type":"Heading","props":{"text":"Preview","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/patch-preview-md","value":{"type":"MarkDownRenderer","props":{"textMarkdown":{"$state":"/patchNotes/content"},"variant":"clear"},"children":[]}}
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+{"op":"add","path":"/elements/region-focus-title","value":{"type":"Heading","props":{"text":"🔍 Focus on Region","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-desc","value":{"type":"TextContent","props":{"text":"Select a region to drill into detailed metrics, logs, and player distribution.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-form","value":{"type":"Card","props":{"direction":"row","gap":"m","align":"end"},"children":["region-select-control","region-focus-btn"]}}
+{"op":"add","path":"/elements/region-select-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select a region...","items":["region-opt-na","region-opt-eu","region-opt-ap","region-opt-sa","region-opt-oc"],"value":{"$bindState":"/focusedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-opt-na","value":{"type":"SelectItem","props":{"value":"na","label":"🇺🇸 North America (Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"🇪🇺 Europe (Frankfurt)"},"children":[]}}
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+{"op":"add","path":"/elements/region-opt-sa","value":{"type":"SelectItem","props":{"value":"sa","label":"🇧🇷 South America (São Paulo)"},"children":[]}}
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+{"op":"add","path":"/state/focusedRegion","value":""}
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+{"op":"add","path":"/elements/hotfix-branch-field","value":{"type":"FormControl","props":{"label":"Branch / Commit","input":"hotfix-branch-input","hint":"e.g. hotfix/fix-dragon-raid-crash or commit SHA"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-branch-input","value":{"type":"Input","props":{"name":"branch","placeholder":"hotfix/fix-dragon-raid-crash","value":{"$bindState":"/hotfix/branch"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-desc-field","value":{"type":"FormControl","props":{"label":"Description","input":"hotfix-desc-input"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-desc-input","value":{"type":"TextArea","props":{"name":"description","placeholder":"Fixes crash when >50 players enter Dragon Raid lobby simultaneously. Root cause: null pointer in party sync handler.","rows":3,"value":{"$bindState":"/hotfix/description"}},"children":[]}}
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+{"op":"add","path":"/elements/hotfix-regions-group","value":{"type":"CheckBoxGroup","props":{"name":"regions","items":["hotfix-r-na","hotfix-r-eu","hotfix-r-ap","hotfix-r-sa","hotfix-r-oc"]},"children":[]}}
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+{"op":"add","path":"/elements/hotfix-deployed-alert","value":{"type":"Alert","props":{"title":"🚀 Hotfix Deployed!","description":"Pipeline triggered. ETA: ~4 minutes to all regions. On-call engineers have been notified via PagerDuty.","variant":"success"},"visible":{"$state":"/hotfix/deployed"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..fc3d42634
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-game__r4.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"main"}
+{"op":"add","path":"/elements/main","value":{"type":"Card","props":{"direction":"column","gap":"l"},"children":["header","metrics-row","charts-row","mid-row","review-row","experiments-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"🎮 Live-Ops Command Center","subtitle":"Real-time game operations dashboard"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"direction":"row","gap":"m","wrap":true},"children":["metric-online","metric-dau","metric-mau","metric-revenue","metric-arpu"]}}
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+{"op":"add","path":"/elements/metric-online-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/playersOnline}"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/session-title","value":{"type":"Heading","props":{"text":"Avg Session Length (min) — Past 2 Weeks","level":"h3"},"children":[]}}
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+{"op":"add","path":"/state/events/0","value":{"id":"1","name":"Summer Solstice Festival","status":"🟢 LIVE","schedule":"Ends in 2d 14h"}}
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+{"op":"add","path":"/state/events/3","value":{"id":"4","name":"Anniversary Celebration","status":"🟡 UPCOMING","schedule":"Starts in 12d"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..01ce19f7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,155 @@
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..d24ca1038
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r2.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..728f4a2e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r3.txt
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+{"op":"add","path":"/elements/sched-notes-field","value":{"type":"FormControl","props":{"label":"Notes (optional)","input":"sched-notes-input","hint":"Any additional context for the technician"},"children":[]}}
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+{"op":"add","path":"/elements/sched-buttons","value":{"type":"Buttons","props":{"buttons":["sched-submit-btn","sched-clear-btn"],"direction":"row"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..d28192404
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,170 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..d05e3f243
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,105 @@
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+{"op":"add","path":"/elements/region-opt-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"🌏 Asia-Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-opt-latam","value":{"type":"SelectItem","props":{"value":"latam","label":"🌎 Latin America"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..07c1a6298
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,117 @@
+{"op":"add","path":"/root","value":"main"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"direction":"row","align":"center","justify":"between","gap":"m"},"children":["header-title","header-right"]}}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..1a28f5898
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r3.txt
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..07bccc822
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,117 @@
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+{"op":"add","path":"/state/selectedRegion","value":"all"}
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..cefac5342
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r1.txt
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..f423b48e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r2.txt
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diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..d4e98ad16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r3.txt
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+{"op":"add","path":"/elements/tl-col-name","value":{"type":"Col","props":{"label":"Faculty","data":["Dr. Sarah Chen","Prof. James Okafor","Dr. Maria Lopez","Prof. David Kim","Dr. Aisha Patel","Prof. Robert Nash"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Students at Academic Risk","subtitle":"GPA below 2.0 or on academic probation"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"Attention Required","description":"142 students flagged this semester — 23 more than last term.","variant":"warning"},"children":[]}}
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+{"op":"add","path":"/elements/risk-col-name","value":{"type":"Col","props":{"label":"Student","data":["Alex Turner","Priya Sharma","Marcus Webb","Elena Vasquez","Jordan Lee"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/scholarship-header","value":{"type":"CardHeader","props":{"title":"Scholarship Budget Utilization","subtitle":"FY 2024–25"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":72,"label":"$54.0M of $75.0M allocated"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-detail","value":{"type":"TextContent","props":{"text":"**Remaining:** $21.0M | **Merit:** $32.4M used | **Need-based:** $18.2M used | **Athletic:** $3.4M used","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/housing-row-1","value":{"type":"Progress","props":{"value":97,"label":"North Residence Halls — 97% (2,425/2,500)"},"children":[]}}
+{"op":"add","path":"/elements/housing-row-2","value":{"type":"Progress","props":{"value":91,"label":"South Apartments — 91% (2,093/2,300)"},"children":[]}}
+{"op":"add","path":"/elements/housing-row-3","value":{"type":"Progress","props":{"value":88,"label":"West Village — 88% (1,760/2,000)"},"children":[]}}
+{"op":"add","path":"/elements/housing-row-4","value":{"type":"Progress","props":{"value":95,"label":"Graduate Housing — 95% (1,539/1,620)"},"children":[]}}
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+{"op":"add","path":"/elements/alumni-header","value":{"type":"CardHeader","props":{"title":"Alumni Giving — Past 4 Years","subtitle":"Annual fund totals in millions"},"children":[]}}
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+{"op":"add","path":"/elements/event-1","value":{"type":"ListItem","props":{"title":"Spring Career Fair","subtitle":"Mar 5 · Student Center · 120 employers registered"},"children":[]}}
+{"op":"add","path":"/elements/event-2","value":{"type":"ListItem","props":{"title":"Guest Lecture: AI in Healthcare","subtitle":"Mar 8 · Auditorium A · Dr. Lisa Wang, Stanford"},"children":[]}}
+{"op":"add","path":"/elements/event-3","value":{"type":"ListItem","props":{"title":"International Culture Festival","subtitle":"Mar 12–14 · Main Quad · 30+ student orgs"},"children":[]}}
+{"op":"add","path":"/elements/event-4","value":{"type":"ListItem","props":{"title":"Basketball: Home vs. State","subtitle":"Mar 18 · Arena · Sellout expected (8,500)"},"children":[]}}
+{"op":"add","path":"/elements/event-5","value":{"type":"ListItem","props":{"title":"Undergraduate Research Symposium","subtitle":"Mar 22 · Science Building · 200+ posters"},"children":[]}}
+{"op":"add","path":"/elements/event-6","value":{"type":"ListItem","props":{"title":"Spring Concert: The Lumineers","subtitle":"Mar 28 · Amphitheater · Tickets 85% sold"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..892221b60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/jsonrender__b5-university__r4.txt
@@ -0,0 +1,128 @@
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+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Overview","content":["overview-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-academics","value":{"type":"TabItem","props":{"value":"academics","trigger":"Academics","content":["academics-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-resources","value":{"type":"TabItem","props":{"value":"resources","trigger":"Resources","content":["resources-content"]},"children":[]}}
+{"op":"add","path":"/elements/tab-actions","value":{"type":"TabItem","props":{"value":"actions","trigger":"Actions","content":["actions-content"]},"children":[]}}
+{"op":"add","path":"/elements/overview-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["enrollment-section","kpi-row","semester-section"]}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["enrollment-title","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-title","value":{"type":"Heading","props":{"text":"Total Enrollment — 5-Year Trend","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"LineChart","props":{"labels":["2020","2021","2022","2023","2024"],"series":["enrollment-series"],"xLabel":"Year","yLabel":"Students"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Total Enrollment","values":[14200,14850,15300,15920,16480]},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"direction":"row","gap":"m"},"children":["acceptance-card","tuition-card"]}}
+{"op":"add","path":"/elements/acceptance-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["acceptance-label","acceptance-progress"]}}
+{"op":"add","path":"/elements/acceptance-label","value":{"type":"TextContent","props":{"text":"**Acceptance Rate**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-progress","value":{"type":"Progress","props":{"value":34,"label":"34% (down 2pp from last year)"},"children":[]}}
+{"op":"add","path":"/elements/tuition-card","value":{"type":"Card","props":{"direction":"column","gap":"xs","variant":"sunk"},"children":["tuition-label","tuition-value","tuition-note"]}}
+{"op":"add","path":"/elements/tuition-label","value":{"type":"TextContent","props":{"text":"**Tuition Revenue (FY 2024)**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tuition-value","value":{"type":"TextContent","props":{"text":"$284.6M","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tuition-note","value":{"type":"TextContent","props":{"text":"↑ 6.2% vs. prior year","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/semester-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["semester-title","semester-chart"]}}
+{"op":"add","path":"/elements/semester-title","value":{"type":"Heading","props":{"text":"This Semester vs. Last Semester","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/semester-chart","value":{"type":"BarChart","props":{"labels":["Enrollment","Credit Hours","Sections","Avg Class Size"],"series":["semester-current","semester-previous"],"variant":"grouped","xLabel":"Metric","yLabel":"Value"},"children":[]}}
+{"op":"add","path":"/elements/semester-current","value":{"type":"Series","props":{"category":"Fall 2024","values":[16480,198500,1240,32.4]},"children":[]}}
+{"op":"add","path":"/elements/semester-previous","value":{"type":"Series","props":{"category":"Spring 2024","values":[15920,187200,1185,31.1]},"children":[]}}
+{"op":"add","path":"/elements/academics-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["apps-section","fullness-section","load-section","risk-section","waitlist-section"]}}
+{"op":"add","path":"/elements/apps-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["apps-title","apps-chart"]}}
+{"op":"add","path":"/elements/apps-title","value":{"type":"Heading","props":{"text":"Applications by Program","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/apps-chart","value":{"type":"BarChart","props":{"labels":["Engineering","Business","Nursing","CS","Biology","Psychology"],"series":["apps-series"],"xLabel":"Program","yLabel":"Applications"},"children":[]}}
+{"op":"add","path":"/elements/apps-series","value":{"type":"Series","props":{"category":"Applications","values":[4820,3950,3200,5100,2780,2450]},"children":[]}}
+{"op":"add","path":"/elements/fullness-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["fullness-title","fullness-chart"]}}
+{"op":"add","path":"/elements/fullness-title","value":{"type":"Heading","props":{"text":"Course Offering Capacity Utilization","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/fullness-chart","value":{"type":"HorizontalBarChart","props":{"labels":["CS 101","ENG 205","BIO 310","MATH 150","CHEM 220","HIST 101"],"series":["fullness-series"],"xLabel":"Program","yLabel":"% Full"},"children":[]}}
+{"op":"add","path":"/elements/fullness-series","value":{"type":"Series","props":{"category":"% Full","values":[98,87,92,95,78,64]},"children":[]}}
+{"op":"add","path":"/elements/load-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["load-title","load-table"]}}
+{"op":"add","path":"/elements/load-title","value":{"type":"Heading","props":{"text":"Teaching Load by Faculty","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/load-table","value":{"type":"Table","props":{"columns":["load-col-name","load-col-courses","load-col-students","load-col-hours"]},"children":[]}}
+{"op":"add","path":"/elements/load-col-name","value":{"type":"Col","props":{"label":"Faculty Member","data":["Dr. Sarah Chen","Prof. James Okafor","Dr. Maria Lopez","Prof. David Kim","Dr. Emily Watson"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/load-col-courses","value":{"type":"Col","props":{"label":"Courses","data":[4,3,4,3,5],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/load-col-students","value":{"type":"Col","props":{"label":"Total Students","data":[186,142,210,128,235],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/load-col-hours","value":{"type":"Col","props":{"label":"Contact Hrs/Wk","data":[12,9,12,9,15],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["risk-title","risk-alert","risk-table"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"Heading","props":{"text":"Students at Academic Risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"47 students flagged","description":"Students with GPA below 2.0 or incomplete credits exceeding 30% require advisor intervention.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/risk-table","value":{"type":"Table","props":{"columns":["risk-col-name","risk-col-gpa","risk-col-program","risk-col-status"]},"children":[]}}
+{"op":"add","path":"/elements/risk-col-name","value":{"type":"Col","props":{"label":"Student","data":["Alex Rivera","Jordan Patel","Sam Nguyen","Casey Brooks","Morgan Lee"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-col-gpa","value":{"type":"Col","props":{"label":"GPA","data":[1.42,1.78,1.65,1.91,1.53],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/risk-col-program","value":{"type":"Col","props":{"label":"Program","data":["Engineering","Business","Biology","CS","Psychology"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-col-status","value":{"type":"Col","props":{"label":"Status","data":["Probation","Warning","Probation","Warning","Probation"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["waitlist-title","waitlist-chart"]}}
+{"op":"add","path":"/elements/waitlist-title","value":{"type":"Heading","props":{"text":"Waitlisted Students per Program","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-chart","value":{"type":"HorizontalBarChart","props":{"labels":["CS","Engineering","Nursing","Business","Biology"],"series":["waitlist-series"],"xLabel":"Program","yLabel":"Waitlisted"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-series","value":{"type":"Series","props":{"category":"Waitlisted","values":[145,98,87,62,34]},"children":[]}}
+{"op":"add","path":"/elements/resources-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["scholarship-section","housing-section","alumni-section","events-section"]}}
+{"op":"add","path":"/elements/scholarship-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["scholarship-title","scholarship-progress","scholarship-detail"]}}
+{"op":"add","path":"/elements/scholarship-title","value":{"type":"Heading","props":{"text":"Scholarship Budget Utilization","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":72,"label":"$18.4M of $25.5M used (72%)"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-detail","value":{"type":"TextContent","props":{"text":"Remaining: $7.1M · Merit: $10.2M used · Need-based: $6.8M used · Athletic: $1.4M used","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/housing-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["housing-title","housing-progress","housing-detail"]}}
+{"op":"add","path":"/elements/housing-title","value":{"type":"Heading","props":{"text":"Housing Occupancy","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/housing-progress","value":{"type":"Progress","props":{"value":94,"label":"5,842 of 6,200 beds occupied (94%)"},"children":[]}}
+{"op":"add","path":"/elements/housing-detail","value":{"type":"TextContent","props":{"text":"Freshman halls: 99% · Upperclass: 91% · Graduate: 88% · Waitlist: 126 students","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alumni-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["alumni-title","alumni-chart"]}}
+{"op":"add","path":"/elements/alumni-title","value":{"type":"Heading","props":{"text":"Alumni Giving — Past 4 Years","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alumni-chart","value":{"type":"BarChart","props":{"labels":["2021","2022","2023","2024"],"series":["alumni-series"],"xLabel":"Year","yLabel":"Donations ($M)"},"children":[]}}
+{"op":"add","path":"/elements/alumni-series","value":{"type":"Series","props":{"category":"Alumni Giving","values":[12.4,14.1,15.8,18.2]},"children":[]}}
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["events-title","events-list"]}}
+{"op":"add","path":"/elements/events-title","value":{"type":"Heading","props":{"text":"Campus Events — October 2024","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-1","event-2","event-3","event-4"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/event-1","value":{"type":"ListItem","props":{"title":"Homecoming Weekend","subtitle":"Oct 12–14 · Main Campus · Est. 8,000 attendees"},"children":[]}}
+{"op":"add","path":"/elements/event-2","value":{"type":"ListItem","props":{"title":"Research Symposium","subtitle":"Oct 18 · Science Center · 42 presentations"},"children":[]}}
+{"op":"add","path":"/elements/event-3","value":{"type":"ListItem","props":{"title":"Career Fair","subtitle":"Oct 22 · Student Union · 120 employers"},"children":[]}}
+{"op":"add","path":"/elements/event-4","value":{"type":"ListItem","props":{"title":"Founders' Day Gala","subtitle":"Oct 28 · Grand Hall · Black tie · 500 guests"},"children":[]}}
+{"op":"add","path":"/elements/actions-content","value":{"type":"Card","props":{"direction":"column","gap":"m"},"children":["dept-section","approve-section","message-section"]}}
+{"op":"add","path":"/elements/dept-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["dept-title","dept-form-control","dept-info-card"]}}
+{"op":"add","path":"/elements/dept-title","value":{"type":"Heading","props":{"text":"Focus on a Department","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dept-form-control","value":{"type":"FormControl","props":{"label":"Select Department","input":"dept-select","hint":"Choose a department to view focused metrics"},"children":[]}}
+{"op":"add","path":"/elements/dept-select","value":{"type":"Select","props":{"name":"department","placeholder":"Choose a department...","items":["dept-opt-1","dept-opt-2","dept-opt-3","dept-opt-4","dept-opt-5"],"value":{"$bindState":"/selectedDept"}},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-1","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-2","value":{"type":"SelectItem","props":{"value":"engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-3","value":{"type":"SelectItem","props":{"value":"business","label":"Business Administration"},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-4","value":{"type":"SelectItem","props":{"value":"nursing","label":"Nursing"},"children":[]}}
+{"op":"add","path":"/elements/dept-opt-5","value":{"type":"SelectItem","props":{"value":"biology","label":"Biology"},"children":[]}}
+{"op":"add","path":"/state/selectedDept","value":""}
+{"op":"add","path":"/elements/dept-info-card","value":{"type":"Card","props":{"direction":"column","gap":"s","variant":"sunk"},"visible":{"$state":"/selectedDept","neq":""},"children":["dept-info-title","dept-info-metrics"]}}
+{"op":"add","path":"/elements/dept-info-title","value":{"type":"TextContent","props":{"text":{"$template":"Department Focus: ${/selectedDept}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dept-info-metrics","value":{"type":"TextContent","props":{"text":"**Enrollment:** 1,240 students · **Faculty:** 38 FTE · **Avg Class Size:** 28 · **Retention:** 91% · **Graduation Rate:** 87%","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/approve-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["approve-title","approve-dialog"]}}
+{"op":"add","path":"/elements/approve-title","value":{"type":"Heading","props":{"text":"Approve a New Course","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/approve-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"+ New Course Proposal","title":"Approve New Course","description":"Submit a new course for administrative approval.","content":["approve-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/approve-form","value":{"type":"Form","props":{"name":"approveCourse","buttons":"approve-buttons","fields":["approve-field-name","approve-field-dept","approve-field-credits","approve-field-desc"]},"children":[]}}
+{"op":"add","path":"/elements/approve-field-name","value":{"type":"FormControl","props":{"label":"Course Title","input":"approve-input-name"},"children":[]}}
+{"op":"add","path":"/elements/approve-input-name","value":{"type":"Input","props":{"name":"courseTitle","placeholder":"e.g. Introduction to Machine Learning","type":"text","value":{"$bindState":"/courseForm/title"}},"children":[]}}
+{"op":"add","path":"/elements/approve-field-dept","value":{"type":"FormControl","props":{"label":"Department","input":"approve-select-dept"},"children":[]}}
+{"op":"add","path":"/elements/approve-select-dept","value":{"type":"Select","props":{"name":"courseDept","placeholder":"Select department","items":["approve-dept-opt-1","approve-dept-opt-2","approve-dept-opt-3","approve-dept-opt-4"],"value":{"$bindState":"/courseForm/dept"}},"children":[]}}
+{"op":"add","path":"/elements/approve-dept-opt-1","value":{"type":"SelectItem","props":{"value":"cs","label":"Computer Science"},"children":[]}}
+{"op":"add","path":"/elements/approve-dept-opt-2","value":{"type":"SelectItem","props":{"value":"eng","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/approve-dept-opt-3","value":{"type":"SelectItem","props":{"value":"bus","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/approve-dept-opt-4","value":{"type":"SelectItem","props":{"value":"sci","label":"Sciences"},"children":[]}}
+{"op":"add","path":"/elements/approve-field-credits","value":{"type":"FormControl","props":{"label":"Credit Hours","input":"approve-input-credits"},"children":[]}}
+{"op":"add","path":"/elements/approve-input-credits","value":{"type":"Input","props":{"name":"credits","placeholder":"e.g. 3","type":"number","value":{"$bindState":"/courseForm/credits"}},"children":[]}}
+{"op":"add","path":"/elements/approve-field-desc","value":{"type":"FormControl","props":{"label":"Course Description","input":"approve-textarea-desc"},"children":[]}}
+{"op":"add","path":"/elements/approve-textarea-desc","value":{"type":"TextArea","props":{"name":"description","placeholder":"Brief course description...","rows":3,"value":{"$bindState":"/courseForm/description"}},"children":[]}}
+{"op":"add","path":"/elements/approve-buttons","value":{"type":"Buttons","props":{"buttons":["approve-btn-submit","approve-btn-cancel"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/approve-btn-submit","value":{"type":"Button","props":{"label":"Submit for Approval","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/courseSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/approve-btn-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/courseForm","value":{"title":"","dept":"","credits":"","description":""}}
+{"op":"add","path":"/state/courseSubmitted","value":false}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"direction":"column","gap":"s"},"children":["message-title","message-dialog"]}}
+{"op":"add","path":"/elements/message-title","value":{"type":"Heading","props":{"text":"Send Message to Student Group","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"✉ Compose Message","title":"Send Message to Student Group","description":"Compose and send a message to a selected student group.","content":["message-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"sendMessage","buttons":"message-buttons","fields":["message-field-group","message-field-subject","message-field-body"]},"children":[]}}
+{"op":"add","path":"/elements/message-field-group","value":{"type":"FormControl","props":{"label":"Student Group","input":"message-select-group"},"children":[]}}
+{"op":"add","path":"/elements/message-select-group","value":{"type":"Select","props":{"name":"studentGroup","placeholder":"Select group...","items":["msg-group-opt-1","msg-group-opt-2","msg-group-opt-3","msg-group-opt-4"],"value":{"$bindState":"/messageForm/group"}},"children":[]}}
+{"op":"add","path":"/elements/msg-group-opt-1","value":{"type":"SelectItem","props":{"value":"all-students","label":"All Students (16,480)"},"children":[]}}
+{"op":"add","path":"/elements/msg-group-opt-2","value":{"type":"SelectItem","props":{"value":"freshmen","label":"Incoming Freshmen (4,120)"},"children":[]}}
+{"op":"add","path":"/elements/msg-group-opt-3","value":{"type":"SelectItem","props":{"value":"seniors","label":"Graduating Seniors (3,890)"},"children":[]}}
+{"op":"add","path":"/elements/msg-group-opt-4","value":{"type":"SelectItem","props":{"value":"at-risk","label":"Students at Academic Risk (47)"},"children":[]}}
+{"op":"add","path":"/elements/message-field-subject","value":{"type":"FormControl","props":{"label":"Subject","input":"message-input-subject"},"children":[]}}
+{"op":"add","path":"/elements/message-input-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Message subject","type":"text","value":{"$bindState":"/messageForm/subject"}},"children":[]}}
+{"op":"add","path":"/elements/message-field-body","value":{"type":"FormControl","props":{"label":"Message Body","input":"message-textarea-body"},"children":[]}}
+{"op":"add","path":"/elements/message-textarea-body","value":{"type":"TextArea","props":{"name":"body","placeholder":"Type your message here...","rows":5,"value":{"$bindState":"/messageForm/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["message-btn-send","message-btn-cancel"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-btn-send","value":{"type":"Button","props":{"label":"Send Message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-btn-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/messageForm","value":{"group":"","subject":"","body":""}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..27ca49269
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, amountSection, dueDateSection, separator, paySection])
+header = CardHeader("Invoice #2024-0087", "From: Alex Rivera — Design Services")
+amountSection = TextContent("$2,450.00 USD", "large-heavy")
+dueDateSection = TextCallout("info", "Due Date", "Payment is due by July 15, 2025")
+separator = Separator()
+paySection = Buttons([payBtn])
+payBtn = Button("Pay Now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..1ecae5e9c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r2.txt
@@ -0,0 +1,28 @@
+
+
+root = Card([header, badge, amountLabel, amountValue, dueCallout, divider, lineItems, payHeading, payForm, secureNote, followups])
+header = CardHeader("Invoice INV-2025-041", "Lena Ortiz Design · Billed to Northwind Studios · Issued Apr 28, 2025")
+badge = Badge("Payment due", "secondary")
+amountLabel = TextContent("Amount due", "small")
+amountValue = TextContent("$2,480.00 USD", "large-heavy")
+dueCallout = TextCallout("info", "Due date", "May 12, 2025 — Net 14 terms. A 1.5% monthly late fee applies after the due date.")
+divider = Separator("horizontal", true)
+lineItems = Table([descCol, qtyCol, rateCol, amountCol])
+descCol = Col("Description", ["Brand identity design", "UX audit & recommendations", "Revision rounds (billed hourly)"])
+qtyCol = Col("Qty", [1, 1, 2], "number")
+rateCol = Col("Rate", ["$1,400.00", "$800.00", "$140.00/hr"])
+amountCol = Col("Amount", ["$1,400.00", "$800.00", "$280.00"])
+payHeading = Heading("Pay now", "h3")
+payForm = Form("invoice-payment", formButtons, [methodField])
+methodField = FormControl("Payment method", methodRadio, "You can change this later before the payment is submitted.")
+methodRadio = RadioGroup("payment_method", [cardOpt, bankOpt, paypalOpt], "card")
+cardOpt = RadioItem("Credit / debit card", "Visa, Mastercard, Amex", "card")
+bankOpt = RadioItem("Bank transfer", "ACH — account details are on the PDF invoice", "bank")
+paypalOpt = RadioItem("PayPal", "Billing email: pay@lenaortiz.design", "paypal")
+formButtons = Buttons([payBtn])
+payBtn = Button("Pay $2,480.00 USD now", null, "primary")
+secureNote = TextContent("Payments are processed securely. You will receive a receipt by email immediately after payment.", "small")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Download the invoice as a PDF")
+fu2 = FollowUpItem("Show payment terms and late fees")
+fu3 = FollowUpItem("Message Lena Ortiz about this invoice")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..945dbb697
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r3.txt
@@ -0,0 +1,9 @@
+
+
+root = Card([header, amountCallout, dueDate, separator, payButton])
+header = CardHeader("Invoice #2024-0187", "From: Alex Rivera — Design & Development")
+amountCallout = Callout("info", "Amount Due", "$2,450.00 USD")
+dueDate = TextContent("**Due Date:** June 15, 2025", "large")
+separator = Separator()
+payButton = Buttons([payNowBtn])
+payNowBtn = Button("Pay Now", null, "primary", null, "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..a19b6b257
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-invoice__r4.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([header, amountText, summary, dueAlert, payActions, paymentNote])
+header = CardHeader("Invoice #2025-014", "Alex Rivera Design")
+amountText = TextContent("$2,450.00 USD", "large-heavy")
+summary = Table([fieldColumn, valueColumn])
+fieldColumn = Col("Details", ["Amount due", "Currency", "Due date"])
+valueColumn = Col("Value", ["$2,450.00", "USD", "May 30, 2026"])
+dueAlert = Alert("Payment due", "Please complete payment by May 30, 2026.", "warning")
+payActions = Buttons([payNowButton, paymentOptionsButton])
+payNowButton = Button("Pay now", null, "primary")
+paymentOptionsButton = Button("View payment options", null, "secondary")
+paymentNote = TextContent("You can pay by card, bank transfer, or PayPal.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..c9a4d8b2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r1.txt
@@ -0,0 +1,11 @@
+root = Card([header, separator, attendees, joinSection])
+header = CardHeader("Q3 Product Roadmap Review", "Today at 2:30 PM – 3:15 PM")
+separator = Separator()
+attendees = ListBlock([attendee1, attendee2, attendee3, attendee4])
+attendee1 = ListItem("Sarah Chen", "Product Lead · Organizer")
+attendee2 = ListItem("Marcus Johnson", "Engineering Manager")
+attendee3 = ListItem("Priya Patel", "UX Designer")
+attendee4 = ListItem("David Kim", "Data Analyst")
+joinSection = Buttons([joinBtn, calBtn])
+joinBtn = Button("Join Video Call", null, "primary", "normal", "large")
+calBtn = Button("View in Calendar", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..ba4e2c983
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r2.txt
@@ -0,0 +1,19 @@
+
+
+root = Card([header, meetingTitle, meetingStart, meetingStatus, separator, attendeesHeading, attendees, joinHeading, joinButtons, meetingLink], "card", "column", "l")
+header = CardHeader("Next on your calendar", "Your next meeting at a glance")
+meetingTitle = Heading("Q3 Product Roadmap Review", "h2")
+meetingStart = TextContent("Starts today at 2:30 PM", "large")
+meetingStatus = Badge("In 20 minutes", "secondary")
+separator = Separator("horizontal", true)
+attendeesHeading = Heading("Who is attending", "h3")
+attendees = ListBlock([attendee1, attendee2, attendee3, attendee4])
+attendee1 = ListItem("Maya Chen", "Product Design")
+attendee2 = ListItem("Ravi Patel", "Engineering")
+attendee3 = ListItem("Sofia Alvarez", "Product Management")
+attendee4 = ListItem("Liam O'Connor", "Data Science")
+joinHeading = Heading("Join the call", "h3")
+joinButtons = Buttons([joinCallButton, copyLinkButton])
+joinCallButton = Button("Join video call", null, "primary", "normal", "large")
+copyLinkButton = Button("Copy meeting link", null, "secondary")
+meetingLink = InlineCode("https://meet.example.com/q3-roadmap-review")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..bc648212b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r3.txt
@@ -0,0 +1,12 @@
+
+
+root = Card([header, separator, attendees, joinBtn])
+header = CardHeader("Sprint Planning", "Today at 2:00 PM – 3:00 PM")
+separator = Separator()
+attendees = ListBlock([att1, att2, att3, att4])
+att1 = ListItem("Sarah Chen", "Product Manager")
+att2 = ListItem("Marcus Johnson", "Engineering Lead")
+att3 = ListItem("Priya Patel", "UX Designer")
+att4 = ListItem("Tom Erikson", "QA Engineer")
+joinBtn = Buttons([joinCallBtn])
+joinCallBtn = Button("Join Call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..14c4dc79c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-meeting__r4.txt
@@ -0,0 +1,12 @@
+root = Card([header, separator1, attendeeHeading, attendees, separator2, joinSection])
+header = CardHeader("Q3 Product Roadmap Review", "Today at 2:00 PM – 3:00 PM")
+separator1 = Separator()
+attendeeHeading = Heading("Attendees", "h3")
+attendees = ListBlock([person1, person2, person3, person4])
+person1 = ListItem("Sarah Chen", "Product Lead")
+person2 = ListItem("Marcus Johnson", "Engineering Manager")
+person3 = ListItem("Priya Patel", "UX Designer")
+person4 = ListItem("You", "Organizer")
+separator2 = Separator()
+joinSection = Buttons([joinBtn])
+joinBtn = Button("Join Call", null, "primary", null, "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..7c44f48c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r1.txt
@@ -0,0 +1,10 @@
+
+
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Weekly Product Newsletter", "One email every week")
+benefit = TextContent("Subscribers get a concise weekly product update with new features, improvements, and practical tips.")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We send one newsletter each week.")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..c71d940a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r2.txt
@@ -0,0 +1,10 @@
+
+
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Weekly Product Newsletter", "Join product updates every week")
+benefit = TextContent("Get one concise email each week with new features, tips, and product news.", "default")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We send one email per week. Unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..05c763bd8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r3.txt
@@ -0,0 +1,10 @@
+
+
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Product Weekly", "One email every week")
+benefit = TextContent("Subscribers get one concise weekly email with new product features, practical tips, and early access to launches.")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We send one email per week.")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..fe27e8d5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-newsletter__r4.txt
@@ -0,0 +1,10 @@
+
+
+root = Card([header, description, form])
+header = CardHeader("The Weekly Build", "Product insights delivered every Thursday")
+description = TextContent("Get a curated digest of product strategy breakdowns, launch teardowns, and actionable frameworks — read by 12,000+ builders in under 5 minutes.", "default")
+form = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We'll never share your email")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeBtn])
+subscribeBtn = Button("Subscribe", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r1.txt
new file mode 100644
index 000000000..fa050eee6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r1.txt
@@ -0,0 +1,29 @@
+root = Card([header, currentStatus, trackingSteps, etaCallout, reportDialog])
+header = CardHeader("Delivery Tracking", "Order #TRK-2024-88431")
+currentStatus = TextCallout("info", "Current Location", "Your package is at the Memphis, TN distribution center and is being sorted for the next leg of transit.")
+trackingSteps = Steps([step1, step2, step3, step4, step5])
+step1 = StepsItem("Order Confirmed", "Jun 12, 2025 — 9:14 AM")
+step2 = StepsItem("Shipped", "Jun 13, 2025 — 2:30 PM · Left seller warehouse in Austin, TX")
+step3 = StepsItem("In Transit", "Jun 14, 2025 — 6:45 AM · Arrived at Memphis, TN hub")
+step4 = StepsItem("Out for Delivery", "Pending")
+step5 = StepsItem("Delivered", "Pending")
+etaCallout = Callout("success", "Estimated Delivery", "Thursday, June 19, 2025 between 10:00 AM – 2:00 PM")
+reportDialog = DialogBlock("Report a Problem", "Tell us what went wrong", null, [reportForm], "outline")
+reportForm = Form("delivery-issue", reportButtons, [issueTypeField, descriptionField, contactField])
+issueTypeField = FormControl("Issue type", issueSelect)
+issueSelect = Select("issue_type", [optLate, optDamaged, optMissing, optWrong, optOther], "Select an issue")
+optLate = SelectItem("late", "Package is late")
+optDamaged = SelectItem("damaged", "Package arrived damaged")
+optMissing = SelectItem("missing", "Package marked delivered but not received")
+optWrong = SelectItem("wrong_item", "Wrong item received")
+optOther = SelectItem("other", "Other")
+descriptionField = FormControl("Description", descArea, "Provide as much detail as possible")
+descArea = TextArea("description", "Describe the problem…", 4)
+contactField = FormControl("Preferred contact method", contactRadio)
+contactRadio = RadioGroup("contact_method", [contactEmail, contactPhone, contactSms])
+contactEmail = RadioItem("Email", "We'll reply to your account email", "email")
+contactPhone = RadioItem("Phone call", "A support agent will call you", "phone")
+contactSms = RadioItem("SMS", "We'll text you updates", "sms")
+reportButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit Report", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r2.txt
new file mode 100644
index 000000000..a733c5214
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r2.txt
@@ -0,0 +1,28 @@
+
+
+root = Card([header, statusBadge, currentLocation, estimatedDelivery, trackingSteps, reportDialog, followUps])
+header = CardHeader("Track your delivery", "Order #84921 · USPS Priority Mail")
+statusBadge = Badge("In transit", "secondary")
+currentLocation = Callout("success", "Package is currently in Sacramento, CA", "Arrived at the regional distribution center today at 8:42 AM.")
+estimatedDelivery = Callout("info", "Estimated delivery date", "Friday, June 21 by 8:00 PM")
+trackingSteps = Steps([stepConfirmed, stepShipped, stepInTransit, stepOutForDelivery])
+stepConfirmed = StepsItem("Order confirmed", "June 18, 9:15 AM")
+stepShipped = StepsItem("Shipped", "June 19, 6:30 PM")
+stepInTransit = StepsItem("In transit", "Sacramento, CA · June 20, 8:42 AM")
+stepOutForDelivery = StepsItem("Out for delivery", "Expected on the estimated delivery date")
+reportDialog = DialogBlock("Report a problem", "Report a delivery problem", "Tell us what happened and we will follow up with you.", [problemForm], "destructive")
+problemForm = Form("delivery-problem", problemButtons, [issueField, detailsField])
+issueField = FormControl("What is the issue?", issueSelect)
+issueSelect = Select("issue", [issueLate, issueMissing, issueDamaged, issueWrongItem], "Choose an issue")
+issueLate = SelectItem("late", "Package is late")
+issueMissing = SelectItem("missing", "Package shows delivered but is missing")
+issueDamaged = SelectItem("damaged", "Package is damaged")
+issueWrongItem = SelectItem("wrong-item", "Wrong item received")
+detailsField = FormControl("Details", detailsTextArea, "Include dates, delivery notes, or anything else that helps.")
+detailsTextArea = TextArea("details", "Describe the problem", 4)
+problemButtons = Buttons([submitReportButton, cancelReportButton])
+submitReportButton = Button("Submit report", null, "primary")
+cancelReportButton = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([followUpChangeInstructions, followUpContactCourier])
+followUpChangeInstructions = FollowUpItem("Change delivery instructions")
+followUpContactCourier = FollowUpItem("Contact courier")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r3.txt
new file mode 100644
index 000000000..2d897c234
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, trackingSteps, deliveryCallout, separator, reportSection])
+header = CardHeader("Package Tracking", "Order #TRK-2024-88341")
+trackingSteps = Steps([step1, step2, step3, step4])
+step1 = StepsItem("Order Confirmed", "Your order was confirmed on June 10, 2025 at 2:14 PM.")
+step2 = StepsItem("Shipped", "Package picked up by carrier on June 11, 2025 from Chicago, IL.")
+step3 = StepsItem("In Transit", "Currently at the Memphis, TN distribution center. Last scanned today at 8:42 AM.")
+step4 = StepsItem("Out for Delivery", "Package will be loaded onto a local delivery vehicle.")
+deliveryCallout = Callout("info", "Estimated Delivery", "Thursday, June 14, 2025 — between 10:00 AM and 2:00 PM")
+separator = Separator()
+reportSection = DialogBlock("Report a Problem", "Delivery Issue", "Describe the problem and we will get back to you within 24 hours.", [issueForm], "outline")
+issueForm = Form("delivery-issue", formButtons, [issueTypeField, descriptionField])
+issueTypeField = FormControl("Issue type", issueSelect)
+issueSelect = Select("issue_type", [opt1, opt2, opt3, opt4], "Select an issue")
+opt1 = SelectItem("not_arrived", "Package not arrived")
+opt2 = SelectItem("damaged", "Package damaged")
+opt3 = SelectItem("wrong_item", "Wrong item received")
+opt4 = SelectItem("other", "Other")
+descriptionField = FormControl("Description", descInput, "Provide as much detail as possible")
+descInput = TextArea("description", "What happened?", 4)
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r4.txt
new file mode 100644
index 000000000..b23042097
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-order__r4.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, statusBadge, journeySteps, locationCallout, deliveryDate, separator, reportSection])
+header = CardHeader("Delivery Tracking", "Order #ORD-2024-88431")
+statusBadge = Badge("In Transit", "secondary")
+journeySteps = Steps([stepOrdered, stepShipped, stepTransit, stepOutForDelivery, stepDelivered])
+stepOrdered = StepsItem("Order Placed", "Your order was confirmed on June 10, 2025")
+stepShipped = StepsItem("Shipped", "Package picked up by carrier on June 12, 2025")
+stepTransit = StepsItem("In Transit", "Package is moving through the carrier network")
+stepOutForDelivery = StepsItem("Out for Delivery", "Package is on the delivery vehicle")
+stepDelivered = StepsItem("Delivered", "Package has been delivered to the address")
+locationCallout = Callout("info", "Current Location", "Your package is at the Memphis, TN distribution center and is expected to depart within 24 hours.")
+deliveryDate = TextContent("**Estimated Delivery:** Friday, June 20, 2025 by 8:00 PM", "large-heavy")
+separator = Separator()
+reportSection = DialogBlock("Report a Problem", "Report a Delivery Issue", "Tell us what went wrong and we will look into it.", [reportForm], "outline")
+reportForm = Form("delivery-issue", reportButtons, [issueTypeField, issueDescField, contactField])
+issueTypeField = FormControl("Issue type", issueTypeSelect)
+issueTypeSelect = Select("issue_type", [issueLate, issueDamaged, issueMissing, issueWrongItem], "Select an issue")
+issueLate = SelectItem("late", "Package is late")
+issueDamaged = SelectItem("damaged", "Package arrived damaged")
+issueMissing = SelectItem("missing", "Package not received")
+issueWrongItem = SelectItem("wrong_item", "Wrong item delivered")
+issueDescField = FormControl("Describe the problem", issueDescArea, "Include any relevant details")
+issueDescArea = TextArea("description", "What happened?", 4)
+contactField = FormControl("Contact email", contactInput, "We will follow up here")
+contactInput = Input("email", "you@example.com", "email")
+reportButtons = Buttons([submitReportBtn, cancelReportBtn])
+submitReportBtn = Button("Submit Report", null, "primary")
+cancelReportBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..7ba10d49c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r1.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([header, question, voteForm], "card", "column", "l")
+header = CardHeader("Team Lunch Poll", "Choose where the team should eat on Friday")
+question = Heading("Where should we go for lunch on Friday?", "h2")
+voteForm = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Restaurants", restaurantRadio, "Select one restaurant to vote for")
+restaurantRadio = RadioGroup("restaurant", [option1, option2, option3])
+option1 = RadioItem("Bella Italia", "Italian pasta and pizza", "bella-italia")
+option2 = RadioItem("Sakura Sushi", "Japanese sushi and ramen", "sakura-sushi")
+option3 = RadioItem("The Green Bowl", "Healthy salads and bowls", "green-bowl")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..96cfb9dd6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r2.txt
@@ -0,0 +1,12 @@
+
+
+root = Card([header, form])
+header = CardHeader("Where should we go for lunch on Friday?", "Cast your vote below")
+form = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Pick a restaurant", restaurantRadio)
+restaurantRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Bella Italia", "Wood-fired pizza & fresh pasta", "bella-italia")
+opt2 = RadioItem("The Golden Wok", "Asian fusion & dim sum", "golden-wok")
+opt3 = RadioItem("Smoke & Barrel", "BBQ ribs & craft burgers", "smoke-barrel")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit my vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..1cfbffae4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r3.txt
@@ -0,0 +1,10 @@
+root = Card([header, form])
+header = CardHeader("Team Lunch Poll", "Where should we go for lunch on Friday?")
+form = Form("lunch-poll", formButtons, [voteField])
+voteField = FormControl("Pick a restaurant", voteRadio, "One vote per person")
+voteRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Bella Italia", "Wood-fired pizza & fresh pasta", "bella-italia")
+opt2 = RadioItem("The Golden Wok", "Pan-Asian stir-fry & dumplings", "golden-wok")
+opt3 = RadioItem("Smash & Stack", "Gourmet burgers & loaded fries", "smash-stack")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..c7fa963cb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-poll__r4.txt
@@ -0,0 +1,12 @@
+
+
+root = Card([header, pollForm])
+header = CardHeader("Team Lunch Poll", "Where should we go for lunch on Friday?")
+pollForm = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Pick a restaurant", restaurantRadio, "One vote per person")
+restaurantRadio = RadioGroup("restaurant", [opt1, opt2, opt3])
+opt1 = RadioItem("Bella Italia", "Wood-fired pizza & fresh pasta", "bella-italia")
+opt2 = RadioItem("The Green Bowl", "Healthy bowls, salads & smoothies", "green-bowl")
+opt3 = RadioItem("Sakura Sushi", "Japanese cuisine & sushi platters", "sakura-sushi")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Cast my vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..2e68cde3c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, avatar, bio, separator, messageSection])
+header = CardHeader("Sarah Chen", "Senior Product Designer")
+avatar = Avatar("https://i.pravatar.cc/150?img=47", "Sarah Chen", "SC")
+bio = TextContent("Sarah leads the design system initiative and has been with the company for 4 years. She previously worked at Figma and specializes in accessibility-first design. She mentors junior designers and hosts a weekly design critique every Thursday.", "default")
+separator = Separator("horizontal", true)
+messageSection = Form("send-message", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?", "text")
+messageField = FormControl("Message", messageTextArea)
+messageTextArea = TextArea("message", "Write your message to Sarah…", 4)
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..0038a13d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r2.txt
@@ -0,0 +1,13 @@
+root = Card([avatar, header, bio, separator, msgHeader, msgForm])
+avatar = Avatar(null, "Sarah Chen", "SC")
+header = CardHeader("Sarah Chen", "Senior Product Designer · Design Systems Team")
+bio = TextContent("Sarah has been with the company for 4 years, leading the design systems initiative and mentoring junior designers. She previously worked at Figma and Stripe, specializing in accessibility-first component libraries. Outside of work she's an avid rock climber and ceramics enthusiast.")
+separator = Separator()
+msgHeader = Heading("Send a message", "h3")
+msgForm = Form("send-message", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageArea)
+messageArea = TextArea("message", "Write your message to Sarah…", 4)
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..f105e4739
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r3.txt
@@ -0,0 +1,15 @@
+
+
+root = Card([header, avatar, bio, separator, messageAction])
+header = CardHeader("Sarah Chen", "Senior Product Designer · Design Systems Team")
+avatar = Avatar("https://i.pravatar.cc/150?img=5", "Sarah Chen", "SC")
+bio = TextContent("Sarah leads the design systems effort across all product surfaces. She joined the company in 2021 after five years at a leading agency, where she specialized in accessible component libraries and design token architecture. She is passionate about bridging the gap between design and engineering.")
+separator = Separator()
+messageAction = DialogBlock("Send Message", "Message Sarah Chen", "Write a message and it will be delivered to Sarah's inbox.", [msgForm])
+msgForm = Form("send-message", formButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What's this about?")
+messageField = FormControl("Message", messageTextArea)
+messageTextArea = TextArea("message", "Write your message here...", 4)
+formButtons = Buttons([sendBtn])
+sendBtn = Button("Send", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..7439db515
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-profile__r4.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([profileHeader, avatar, bio, separator, messageDialog])
+profileHeader = CardHeader("Sarah Chen", "Senior Product Designer · Design Team")
+avatar = Avatar("https://i.pravatar.cc/150?img=47", "Sarah Chen", "SC")
+bio = TextContent("Sarah leads the design system initiative and has been with the company for 4 years. She specializes in accessibility-first design and previously worked at Figma and Airbnb. She's passionate about creating inclusive digital experiences that scale across products.")
+separator = Separator()
+messageDialog = DialogBlock("Send Message", "Message Sarah Chen", "Write a message and she'll get back to you within 24 hours.", [msgForm])
+msgForm = Form("send-message", msgButtons, [msgField])
+msgField = FormControl("Your message", msgInput)
+msgInput = TextArea("message", "Hi Sarah, I'd love to chat about...", 4)
+msgButtons = Buttons([sendBtn])
+sendBtn = Button("Send", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..30aa46e0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, todayLabel, todayRevenue, comparison, pace, note])
+header = CardHeader("Morning Check-in", "Wednesday, June 18 · 10:45 AM")
+todayLabel = TextContent("Revenue so far today", "small")
+todayRevenue = TextContent("$1,247.50", "large-heavy")
+comparison = Callout("success", "Ahead of yesterday", "+$182.30 (+17.1%) compared to the same time yesterday ($1,065.20)")
+pace = Progress(62, "62% of yesterday's full-day total ($2,012.80)")
+note = TextContent("You're on pace to finish the day around $2,380 if the current rate holds.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..bdac287b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r2.txt
@@ -0,0 +1,11 @@
+root = Card([header, revenueBlock, comparisonCallout, hourlyChart, followUp])
+header = CardHeader("Morning Check-in", "Tuesday, June 10 · 10:45 AM")
+revenueBlock = TextContent("$1,247.80", "large-heavy")
+comparisonCallout = Callout("success", "Ahead of yesterday", "Up $182.30 (+17.1%) compared to the same time yesterday ($1,065.50)")
+hourlyChart = BarChart(["7 AM", "8 AM", "9 AM", "10 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [85, 310, 462, 391])
+yesterdaySeries = Series("Yesterday", [72, 278, 395, 321])
+followUp = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show me top-selling items today")
+followUp2 = FollowUpItem("How does this week compare to last week?")
+followUp3 = FollowUpItem("What's my projected end-of-day revenue?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..b9ae733a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r3.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([header, kpiTable, comparison, chart, followUp])
+header = CardHeader("Mid-Morning Check-in", "Revenue snapshot as of 11:00 AM")
+kpiTable = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Revenue today (so far)", "Revenue yesterday (same time)"])
+valueCol = Col("Amount", ["$1,247.50", "$1,083.20"])
+comparison = Callout("success", "Ahead of yesterday", "You are up $164.30 (+15.2%) compared to the same time yesterday.")
+chart = BarChart(["Today", "Yesterday"], [revSeries], "grouped", null, "USD")
+revSeries = Series("Revenue by 11 AM", [1247.50, 1083.20])
+followUp = FollowUpBlock([followItem1, followItem2])
+followItem1 = FollowUpItem("Show me hourly breakdown for today")
+followItem2 = FollowUpItem("Compare with last week's same time")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..24512a598
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-revenue__r4.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([header, todayKpi, comparison, chart, followUps])
+header = CardHeader("Morning Check-in", "Revenue snapshot as of 11:00 AM")
+todayKpi = TextContent("**$1,847** earned so far today", "large-heavy")
+comparison = Callout("success", "Ahead of yesterday", "You're up $224 (+13.8%) compared to the same time yesterday ($1,623).")
+chart = BarChart(["7 AM", "8 AM", "9 AM", "10 AM", "11 AM"], [todaySeries, yesterdaySeries], "grouped", "Hour", "Revenue ($)")
+todaySeries = Series("Today", [120, 340, 485, 510, 392])
+yesterdaySeries = Series("Yesterday", [95, 280, 410, 465, 373])
+followUps = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show me top-selling items today")
+followUp2 = FollowUpItem("Compare this week vs last week")
+followUp3 = FollowUpItem("What's my projected end-of-day revenue?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r1.txt
new file mode 100644
index 000000000..408a350fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r1.txt
@@ -0,0 +1,11 @@
+
+
+root = Card([header, taskTitle, statusRow, deadline, actions], "card", "column", "l")
+header = CardHeader("Personal Focus", "Your single most urgent task")
+taskTitle = Heading("Submit Q3 budget approval", "h2")
+statusRow = Card([statusLabel, statusBadge], "clear", "row", "s", "center")
+statusLabel = TextContent("Current status", "small-heavy")
+statusBadge = Badge("In progress", "secondary")
+deadline = Callout("warning", "Deadline", "Due today at 5:00 PM")
+actions = Buttons([doneBtn])
+doneBtn = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r2.txt
new file mode 100644
index 000000000..883189fdb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r2.txt
@@ -0,0 +1,10 @@
+
+
+root = Card([header, statusRow, progress, action], "sunk", "column", "l")
+header = CardHeader("Finalize Q3 budget report", "Due: Today, 5:00 PM")
+statusRow = Card([statusBadge, priorityTag], "clear", "row", "s")
+statusBadge = Badge("In Progress", "secondary")
+priorityTag = Tag("Urgent", null, "sm", "danger")
+progress = Progress(65, "Completion")
+action = Buttons([doneBtn])
+doneBtn = Button("Mark as Done", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r3.txt
new file mode 100644
index 000000000..31b891353
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r3.txt
@@ -0,0 +1,9 @@
+
+
+root = Card([header, statusBadge, deadline, separator, doneBtn])
+header = CardHeader("Finalize Q3 Budget Report", "Your most urgent task right now")
+statusBadge = Badge("In Progress", "secondary")
+deadline = Callout("warning", "Deadline approaching", "Due tomorrow, June 28 at 5:00 PM — 26 hours remaining")
+separator = Separator()
+doneBtn = Buttons([markDone])
+markDone = Button("Mark as Done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r4.txt
new file mode 100644
index 000000000..fb006dccd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-task__r4.txt
@@ -0,0 +1,6 @@
+root = Card([header, status, separator, actions])
+header = CardHeader("Finalize Q3 Budget Report", "Due: Today, 5:00 PM")
+status = Alert("In Progress", "You started this task 2 hours ago. 1 of 3 sections remaining.", "warning")
+separator = Separator("horizontal", true)
+actions = Buttons([doneBtn])
+doneBtn = Button("Mark as Done", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..0442632ff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, uptimeLabel, uptimeBar, separator, incidentCallout, resolvedNote])
+header = CardHeader("Platform Status", "API health overview — June 2025")
+uptimeLabel = TextContent("API Uptime This Month", "small-heavy")
+uptimeBar = Progress(99.97, "99.97% uptime")
+separator = Separator("horizontal", true)
+incidentCallout = Callout("success", "Most Recent Incident Resolved", "Elevated error rates on /v2/payments endpoint due to a database connection pool exhaustion. Duration: 14 minutes.")
+resolvedNote = TextContent("**Resolved:** June 12, 2025 at 03:42 UTC. Root cause identified and connection pool limits increased. No data loss occurred.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..0d512c86e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r2.txt
@@ -0,0 +1,6 @@
+root = Card([header, statusBadge, uptimeProgress, separator, incidentCallout])
+header = CardHeader("Platform Status", "API uptime & incident overview — June 2025")
+statusBadge = Badge("All Systems Operational", "secondary")
+uptimeProgress = Progress(99.97, "API Uptime — June 2025")
+separator = Separator()
+incidentCallout = Callout("warning", "Incident #4821 — Elevated API Latency", "On June 18 at 14:32 UTC, response times spiked above 2s due to a misconfigured connection pool. Root cause identified and fix deployed by 15:07 UTC. Total duration: 35 minutes. No data loss reported.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..3216dfe12
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r3.txt
@@ -0,0 +1,6 @@
+
+
+root = Card([header, uptime, incident])
+header = CardHeader("Platform Status", "API Service Health — June 2025")
+uptime = Progress(99.97, "API Uptime This Month")
+incident = Alert("Incident Resolved — June 12", "Elevated 5xx error rates on /v2/orders between 14:02–14:38 UTC. Root cause: database connection pool exhaustion during a traffic spike. Resolved by scaling the pool and adding circuit-breaker logic. No data loss occurred.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..c8c025050
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-uptime__r4.txt
@@ -0,0 +1,8 @@
+
+
+root = Card([header, uptimeSection, incidentSection])
+header = CardHeader("Platform Status", "API service health — June 2025")
+uptimeSection = Card([uptimeLabel, uptimeBar], "sunk", "column", "m")
+uptimeLabel = TextContent("API Uptime This Month", "small-heavy")
+uptimeBar = Progress(99.97, "99.97% uptime")
+incidentSection = Callout("info", "Most Recent Incident", "Elevated error rates on /v2/orders endpoint due to a database connection pool exhaustion. Impact lasted 12 minutes. Resolved on June 18 at 14:32 UTC after scaling the pool and restarting affected replicas.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..fcab7b1bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r1.txt
@@ -0,0 +1,26 @@
+
+
+root = Card([header, nowHeading, nowLine, nowSummary, currentTags, sep1, sunHeading, sunTable, sep2, outlookHeading, outlookTable, note, followups])
+header = CardHeader("Morning Weather Brief", "Bengaluru · Generated for your morning")
+nowHeading = Heading("Current conditions", "h3")
+nowLine = TextContent("**27°C** · Partly cloudy", "large-heavy")
+nowSummary = TextContent("Dry start with morning sun. Clouds will build through the afternoon, and a brief shower is possible later in the day.")
+currentTags = TagBlock(["Feels like 29°C", "Humidity 72%", "Wind 10 km/h W", "UV Moderate"])
+sep1 = Separator("horizontal", true)
+sunHeading = Heading("Sunrise and sunset", "h3")
+sunTable = Table([sunEventCol, sunTimeCol])
+sunEventCol = Col("Event", ["Sunrise", "Sunset", "First light", "Last light"])
+sunTimeCol = Col("Time", ["06:28", "18:42", "06:06", "19:04"])
+sep2 = Separator("horizontal", true)
+outlookHeading = Heading("Next three days", "h3")
+outlookTable = Table([dayCol, conditionsCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Tomorrow", "Day 2", "Day 3"])
+conditionsCol = Col("Outlook", ["Cloudy with afternoon showers", "Scattered showers and thunderstorms", "Partly cloudy with a passing shower"])
+highCol = Col("High", ["29°C", "28°C", "30°C"])
+lowCol = Col("Low", ["22°C", "21°C", "22°C"])
+rainCol = Col("Rain chance", ["60%", "70%", "40%"])
+note = Callout("info", "Morning tip", "The morning commute should stay mostly dry; pack an umbrella if you will be out after midday.")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show hourly rain probability for Bengaluru")
+fu2 = FollowUpItem("Add this brief to my calendar every morning")
+fu3 = FollowUpItem("Compare Bengaluru with Mysuru for tomorrow")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..176776323
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r2.txt
@@ -0,0 +1,18 @@
+
+
+root = Card([header, currentTemp, currentDetails, sep1, forecastHeading, forecastChart, sep2, sunHeading, sunTable])
+header = CardHeader("Morning Weather Brief", "Bengaluru, India")
+currentTemp = TextContent("23°C  ·  Partly Cloudy", "large-heavy")
+currentDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Metric", ["Feels Like", "Humidity", "Wind", "UV Index", "Visibility"])
+detailValue = Col("Value", ["24°C", "65%", "12 km/h SW", "4 (Moderate)", "8 km"])
+sep1 = Separator()
+forecastHeading = Heading("3-Day Outlook", "h3")
+forecastChart = BarChart(["Tomorrow", "Wed", "Thu"], [highSeries, lowSeries], "grouped", "Day", "°C")
+highSeries = Series("High", [28, 27, 29])
+lowSeries = Series("Low", [19, 18, 20])
+sep2 = Separator()
+sunHeading = Heading("Sun & Moon", "h3")
+sunTable = Table([eventLabel, eventTime])
+eventLabel = Col("Event", ["Sunrise", "Sunset", "Day Length"])
+eventTime = Col("Time", ["6:12 AM", "6:45 PM", "12h 33m"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..31494c9ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r3.txt
@@ -0,0 +1,11 @@
+root = Card([header, current, forecastTable, sunTable])
+header = CardHeader("Morning Weather Brief", "Bengaluru, Karnataka")
+current = Callout("info", "Right Now: 24°C — Partly Cloudy", "Feels like 26°C · Humidity 68% · Wind 12 km/h SW")
+forecastTable = Table([dayCol, tempCol, condCol, rainCol])
+dayCol = Col("Day", ["Wed 18 Jun", "Thu 19 Jun", "Fri 20 Jun"])
+tempCol = Col("High / Low", ["28° / 21°", "27° / 20°", "26° / 20°"])
+condCol = Col("Conditions", ["Partly Cloudy", "Light Showers", "Thunderstorms"])
+rainCol = Col("Rain Chance", ["20%", "60%", "80%"])
+sunTable = Table([eventCol, timeCol])
+eventCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:12 AM", "6:48 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..935f00341
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b1-weather__r4.txt
@@ -0,0 +1,26 @@
+
+
+root = Card([header, currentHeading, currentSummary, currentDetails, separator1, outlookHeading, forecastTable, rainCallout, trendChart, separator2, sunHeading, sunTable, sunNote], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru · Updated 07:00 IST")
+currentHeading = Heading("Current conditions in Bengaluru", "h2")
+currentSummary = TextContent("22°C · Partly cloudy", "large-heavy")
+currentDetails = TextContent("Feels like 24°C · Humidity 78% · Wind SE 8 km/h · UV low", "small")
+separator1 = Separator("horizontal", true)
+outlookHeading = Heading("Next three days", "h2")
+forecastTable = Table([dayCol, highCol, lowCol, conditionCol, rainCol])
+dayCol = Col("Day", forecastDays)
+forecastDays = ["Today", "Tomorrow", "Day after"]
+highCol = Col("High °C", [29, 28, 27], "number")
+lowCol = Col("Low °C", [21, 21, 20], "number")
+conditionCol = Col("Conditions", ["Partly cloudy", "Light showers", "Thunderstorms"])
+rainCol = Col("Rain chance", ["20%", "45%", "60%"])
+rainCallout = Callout("warning", "Rain likely", "Showers and thunderstorms are expected over the next two days.")
+trendChart = LineChart(forecastDays, [highSeries, lowSeries], "natural", "Day", "°C")
+highSeries = Series("High", [29, 28, 27])
+lowSeries = Series("Low", [21, 21, 20])
+separator2 = Separator("horizontal", true)
+sunHeading = Heading("Sunrise and sunset", "h2")
+sunTable = Table([sunEventCol, sunTimeCol])
+sunEventCol = Col("Event", ["Sunrise", "Sunset", "Daylight"])
+sunTimeCol = Col("Time", ["06:27 IST", "18:16 IST", "11h 49m"])
+sunNote = TextContent("Times are local to Bengaluru.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..aed72d16b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r1.txt
@@ -0,0 +1,35 @@
+
+
+root = Card([header, budgetProgress, largestExpense, categoryChart, monthNav, addExpense])
+header = CardHeader("Personal Budget Check", "November 2024")
+budgetProgress = Progress(2847, "Spent $2,847 of $3,500 budget (81%)")
+largestExpense = Callout("warning", "Largest Expense", "Rent — $1,200 on Nov 1 (Housing). This alone is 42% of your total spending.")
+categoryChart = PieChart(["Housing", "Food & Dining", "Transportation", "Entertainment", "Utilities", "Shopping"], [1200, 620, 380, 245, 195, 207], "donut")
+monthNav = Form("month-selector", monthNavButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [monthSep, monthOct, monthNov, monthDec], "Choose month", null, "nov")
+monthSep = SelectItem("sep", "September 2024")
+monthOct = SelectItem("oct", "October 2024")
+monthNov = SelectItem("nov", "November 2024")
+monthDec = SelectItem("dec", "December 2024")
+monthNavButtons = Buttons([monthViewBtn])
+monthViewBtn = Button("View month", null, "secondary")
+addExpense = DialogBlock("Add Expense", "Log a new expense", "Record a purchase to track against your budget.", [expenseForm], "primary")
+expenseForm = Form("add-expense", expenseFormButtons, [expenseNameField, expenseAmountField, expenseCatField, expenseDateField])
+expenseNameField = FormControl("Description", expenseNameInput)
+expenseNameInput = Input("description", "e.g. Grocery run", "text")
+expenseAmountField = FormControl("Amount ($)", expenseAmountInput)
+expenseAmountInput = Input("amount", "0.00", "number")
+expenseCatField = FormControl("Category", expenseCatSelect)
+expenseCatSelect = Select("category", [catHousing, catFood, catTransport, catEntertainment, catUtilities, catShopping], "Pick a category")
+catHousing = SelectItem("housing", "Housing")
+catFood = SelectItem("food", "Food & Dining")
+catTransport = SelectItem("transport", "Transportation")
+catEntertainment = SelectItem("entertainment", "Entertainment")
+catUtilities = SelectItem("utilities", "Utilities")
+catShopping = SelectItem("shopping", "Shopping")
+expenseDateField = FormControl("Date", expenseDatePicker)
+expenseDatePicker = DatePicker("date", "single")
+expenseFormButtons = Buttons([expenseSaveBtn, expenseCancelBtn])
+expenseSaveBtn = Button("Save expense", null, "primary")
+expenseCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..57e3a4058
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r2.txt
@@ -0,0 +1,35 @@
+
+
+root = Card([header, progress, largestExpense, categoryChart, monthForm, addExpenseDialog])
+header = CardHeader("Personal Budget Check", "November 2024")
+progress = Progress(2847, "$2,847 of $3,500 budget used (81%)")
+largestExpense = Alert("Largest Expense", "Rent — $1,200 on Nov 1 (42% of total spending)", "warning")
+categoryChart = PieChart(["Housing", "Food", "Transport", "Entertainment", "Utilities", "Shopping"], [1200, 620, 340, 280, 195, 212], "donut")
+monthForm = Form("month-select", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [monthNov, monthOct, monthSep, monthAug], "Select month")
+monthNov = SelectItem("2024-11", "November 2024")
+monthOct = SelectItem("2024-10", "October 2024")
+monthSep = SelectItem("2024-09", "September 2024")
+monthAug = SelectItem("2024-08", "August 2024")
+monthButtons = Buttons([monthViewBtn])
+monthViewBtn = Button("View", null, "primary")
+addExpenseDialog = DialogBlock("Add Expense", "Log a new expense", "Record a purchase against this month's budget", [expenseForm], "secondary")
+expenseForm = Form("add-expense", expenseButtons, [expNameField, expAmountField, expCatField, expDateField])
+expNameField = FormControl("Expense name", expNameInput)
+expNameInput = Input("expense_name", "e.g. Grocery run")
+expAmountField = FormControl("Amount ($)", expAmountInput)
+expAmountInput = Input("amount", "0.00", "number")
+expCatField = FormControl("Category", expCatSelect)
+expCatSelect = Select("category", [catHousing, catFood, catTransport, catEntertainment, catUtilities, catShopping], "Choose category")
+catHousing = SelectItem("housing", "Housing")
+catFood = SelectItem("food", "Food")
+catTransport = SelectItem("transport", "Transport")
+catEntertainment = SelectItem("entertainment", "Entertainment")
+catUtilities = SelectItem("utilities", "Utilities")
+catShopping = SelectItem("shopping", "Shopping")
+expDateField = FormControl("Date", expDatePicker)
+expDatePicker = DatePicker("expense_date", "single")
+expenseButtons = Buttons([expSubmitBtn, expCancelBtn])
+expSubmitBtn = Button("Add Expense", null, "primary")
+expCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..aa10565ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r3.txt
@@ -0,0 +1,41 @@
+root = Card([header, progressSection, largestExpense, categorySection, monthSelector, addExpenseBtn, followUps])
+header = CardHeader("Personal Budget Check", "June 2025 Overview")
+progressSection = Card([progressLabel, budgetProgress], "sunk", "column", "s")
+progressLabel = TextContent("**$2,847** spent of **$3,500** budget (81%)", "default")
+budgetProgress = Progress(81, "Monthly budget used")
+largestExpense = Alert("Largest Expense", "Rent — $1,200 on Jun 1 (Housing). This is 42% of your total spending this month.", "warning")
+categorySection = Card([categoryHeader, categoryChart], "clear", "column", "m")
+categoryHeader = Heading("Spending by Category", "h3")
+categoryChart = PieChart(catLabels, catValues, "donut")
+catLabels = ["Housing", "Food", "Transport", "Entertainment", "Utilities", "Shopping"]
+catValues = [1200, 620, 340, 280, 195, 212]
+monthSelector = Card([monthLabel, monthSelect], "clear", "row", "m")
+monthLabel = TextContent("View month:", "small-heavy")
+monthSelect = Select("month", [monthApr, monthMay, monthJun, monthJul], "Select a month", null, "jun", "small")
+monthApr = SelectItem("apr", "April 2025")
+monthMay = SelectItem("may", "May 2025")
+monthJun = SelectItem("jun", "June 2025")
+monthJul = SelectItem("jul", "July 2025")
+addExpenseBtn = DialogBlock("Add Expense", "Add a New Expense", "Log a new transaction to your budget", [expenseForm])
+expenseForm = Form("add-expense", expenseFormButtons, [expenseNameField, expenseAmountField, expenseCatField, expenseDateField])
+expenseNameField = FormControl("Description", expenseNameInput)
+expenseNameInput = Input("description", "e.g. Grocery run", "text")
+expenseAmountField = FormControl("Amount ($)", expenseAmountInput)
+expenseAmountInput = Input("amount", "0.00", "number")
+expenseCatField = FormControl("Category", expenseCatSelect)
+expenseCatSelect = Select("category", [catHousing, catFood, catTransport, catEntertainment, catUtilities, catShopping], "Pick a category")
+catHousing = SelectItem("housing", "Housing")
+catFood = SelectItem("food", "Food")
+catTransport = SelectItem("transport", "Transport")
+catEntertainment = SelectItem("entertainment", "Entertainment")
+catUtilities = SelectItem("utilities", "Utilities")
+catShopping = SelectItem("shopping", "Shopping")
+expenseDateField = FormControl("Date", expenseDatePicker)
+expenseDatePicker = DatePicker("date", "single")
+expenseFormButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save Expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me my spending trend over the last 6 months")
+fu2 = FollowUpItem("Which category am I overspending on?")
+fu3 = FollowUpItem("Set a new budget limit for next month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..1fb75f9e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-budget__r4.txt
@@ -0,0 +1,46 @@
+
+
+root = Card([header, budgetProgress, largestExpense, categoryChart, monthSelector, addExpenseDialog])
+header = CardHeader("Personal Budget Check", "June 2025")
+budgetProgress = Card([progressLabel, progressBar, progressDetail], "sunk", "column", "s")
+progressLabel = TextContent("**$2,847** of $3,500 budget used", "large-heavy")
+progressBar = Progress(81, "81% of monthly budget")
+progressDetail = TextContent("$653 remaining for the rest of the month", "small")
+largestExpense = Alert("Largest Expense", "Rent — $1,200 on Jun 1 (42% of total spending)", "warning")
+categoryChart = Card([chartTitle, pie], "clear", "column", "s")
+chartTitle = Heading("Spending by Category", "h3")
+pie = PieChart(["Housing", "Food", "Transport", "Entertainment", "Utilities", "Shopping"], [1200, 620, 340, 280, 195, 212], "donut")
+monthSelector = Card([monthLabel, monthSelect], "clear", "row", "m")
+monthLabel = TextContent("View month:", "default")
+monthSelect = Select("month", [jan, feb, mar, apr, may, jun, jul, aug, sep, oct, nov, dec], "Select a month", null, "jun")
+jan = SelectItem("jan", "January")
+feb = SelectItem("feb", "February")
+mar = SelectItem("mar", "March")
+apr = SelectItem("apr", "April")
+may = SelectItem("may", "May")
+jun = SelectItem("jun", "June")
+jul = SelectItem("jul", "July")
+aug = SelectItem("aug", "August")
+sep = SelectItem("sep", "September")
+oct = SelectItem("oct", "October")
+nov = SelectItem("nov", "November")
+dec = SelectItem("dec", "December")
+addExpenseDialog = DialogBlock("Add Expense", "New Expense", "Log a new expense to this month's budget", [expenseForm], "primary")
+expenseForm = Form("add-expense", formButtons, [descField, amountField, catField, dateField])
+descField = FormControl("Description", descInput)
+descInput = Input("description", "e.g. Grocery run")
+amountField = FormControl("Amount ($)", amountInput)
+amountInput = Input("amount", "0.00", "number")
+catField = FormControl("Category", catSelect)
+catSelect = Select("category", [catHousing, catFood, catTransport, catEntertainment, catUtilities, catShopping], "Choose category")
+catHousing = SelectItem("housing", "Housing")
+catFood = SelectItem("food", "Food")
+catTransport = SelectItem("transport", "Transport")
+catEntertainment = SelectItem("entertainment", "Entertainment")
+catUtilities = SelectItem("utilities", "Utilities")
+catShopping = SelectItem("shopping", "Shopping")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("date", "single")
+formButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save Expense", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..fa14c5ba3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r1.txt
@@ -0,0 +1,19 @@
+root = Card([header, special, menuTabs, vegButton, hoursHeader, hoursTable])
+header = CardHeader("The Green Bean Café", "Fresh • Local • Organic")
+special = Callout("success", "🌟 Today's Special", "Lavender Honey Latte + Banana Bread Slice — only $6.50 (save $2.00)")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "☕ Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice, drinkVeg])
+drinkName = Col("Drink", ["Espresso", "Cappuccino", "Flat White", "Lavender Honey Latte", "Matcha Latte", "Cold Brew", "Chai Latte", "Hot Chocolate"])
+drinkPrice = Col("Price", ["$3.00", "$4.50", "$4.50", "$5.50", "$5.00", "$4.00", "$4.50", "$4.00"])
+drinkVeg = Col("Veg", ["✓", "✓", "✓", "✓", "✓", "✓", "✓", "✓"])
+foodTab = TabItem("food", "🍽️ Food", [foodTable])
+foodTable = Table([foodName, foodPrice, foodVeg])
+foodName = Col("Item", ["Avocado Toast", "Banana Bread", "Chicken Caesar Wrap", "Margherita Panini", "Smoked Salmon Bagel", "Greek Salad Bowl", "Mushroom Risotto", "Blueberry Muffin"])
+foodPrice = Col("Price", ["$8.50", "$4.50", "$9.00", "$8.00", "$10.50", "$9.50", "$11.00", "$4.00"])
+foodVeg = Col("Veg", ["✓", "✓", "—", "✓", "—", "✓", "✓", "✓"])
+vegButton = Button("🌿 Show Vegetarian Items Only", null, "secondary")
+hoursHeader = Heading("Opening Hours", "h3")
+hoursTable = Table([dayCol, timeCol])
+dayCol = Col("Day", ["Monday – Friday", "Saturday", "Sunday"])
+timeCol = Col("Hours", ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..e37dee67e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r2.txt
@@ -0,0 +1,21 @@
+
+
+root = Card([header, special, vegFilter, menuTabs, hoursSection])
+header = CardHeader("The Daily Grind", "Fresh coffee & kitchen — est. 2019")
+special = Callout("success", "Today's Special", "Lavender Oat Latte + Croissant combo — $7.50 (save $2)")
+vegFilter = Buttons([vegBtn])
+vegBtn = Button("🌿 Show Vegetarian Items Only", null, "secondary")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice, drinkTag])
+drinkName = Col("Drink", ["Espresso", "Flat White", "Cappuccino", "Lavender Oat Latte", "Matcha Latte", "Cold Brew", "Hot Chocolate", "Chai Latte"])
+drinkPrice = Col("Price", ["$3.00", "$4.50", "$4.50", "$5.50", "$5.00", "$4.00", "$4.00", "$4.50"])
+drinkTag = Col("Dietary", ["V", "V", "V", "V", "V", "V", "V", "V"])
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodPrice, foodTag])
+foodName = Col("Item", ["Butter Croissant", "Avocado Toast", "Banana Bread", "Chicken Caesar Wrap", "Smoked Salmon Bagel", "Caprese Panini", "Blueberry Muffin", "Eggs Benedict"])
+foodPrice = Col("Price", ["$3.50", "$8.00", "$4.00", "$9.50", "$10.00", "$9.00", "$3.50", "$11.00"])
+foodTag = Col("Dietary", ["V", "V", "V", "—", "—", "V", "V", "—"])
+hoursSection = SectionBlock([hoursItem])
+hoursItem = SectionItem("hours", "Opening Hours", [hoursText])
+hoursText = TextContent("**Mon–Fri:** 7:00 AM – 6:00 PM\n**Saturday:** 8:00 AM – 5:00 PM\n**Sunday:** 8:00 AM – 3:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..1f35761eb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r3.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, special, menuTabs, hoursHeader, hoursTable])
+header = CardHeader("Sunrise Cafe", "Drinks, food, and today's special")
+special = Callout("success", "Today's Special", "Lavender Honey Latte with a Blueberry Muffin for $6.50, available until 2 PM.")
+menuTabs = Tabs([fullTab, vegTab])
+fullTab = TabItem("full", "Full Menu", [drinksHeader, drinksTable, foodHeader, foodTable])
+vegTab = TabItem("vegetarian", "Vegetarian Only", [vegNote, vegDrinksHeader, vegDrinksTable, vegFoodHeader, vegFoodTable])
+drinksHeader = CardHeader("Drinks", "Hot and cold")
+drinksTable = Table([drinkNameCol, drinkPriceCol, drinkDietCol])
+drinkNameCol = Col("Drink", ["Espresso", "Cappuccino", "Latte", "Matcha Latte", "Fresh Orange Juice", "Berry Smoothie"])
+drinkPriceCol = Col("Price", ["$3.00", "$4.20", "$4.50", "$5.20", "$4.80", "$6.00"])
+drinkDietCol = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian"])
+foodHeader = CardHeader("Food", "Baked and fresh")
+foodTable = Table([foodNameCol, foodPriceCol, foodDietCol])
+foodNameCol = Col("Food", ["Butter Croissant", "Avocado Toast", "Greek Yogurt Parfait", "Chicken Pesto Panini", "Caprese Baguette", "Blueberry Muffin"])
+foodPriceCol = Col("Price", ["$3.20", "$7.50", "$5.80", "$9.20", "$8.40", "$3.80"])
+foodDietCol = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "Non-vegetarian", "Vegetarian", "Vegetarian"])
+vegNote = TextContent("Switch to this tab to show vegetarian items only.")
+vegDrinksHeader = CardHeader("Vegetarian Drinks", "All drinks are vegetarian")
+vegDrinksTable = Table([drinkNameCol, drinkPriceCol])
+vegFoodHeader = CardHeader("Vegetarian Food", "Meat-free selections")
+vegFoodTable = Table([vegFoodNameCol, vegFoodPriceCol])
+vegFoodNameCol = Col("Food", ["Butter Croissant", "Avocado Toast", "Greek Yogurt Parfait", "Caprese Baguette", "Blueberry Muffin"])
+vegFoodPriceCol = Col("Price", ["$3.20", "$7.50", "$5.80", "$8.40", "$3.80"])
+hoursHeader = CardHeader("Opening Hours", "We are open seven days a week")
+hoursTable = Table([dayCol, hoursCol])
+dayCol = Col("Day", ["Monday to Friday", "Saturday", "Sunday"])
+hoursCol = Col("Hours", ["7:00 AM - 6:00 PM", "8:00 AM - 5:00 PM", "8:00 AM - 2:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..21a89b0cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-cafe__r4.txt
@@ -0,0 +1,38 @@
+
+
+root = Card([header, special, vegAction, drinksHeading, drinksTable, foodHeading, foodTable, hoursHeading, hoursTable], "card", "column", "l")
+header = CardHeader("Cafe Menu", "Drinks, food, and today's special")
+special = Callout("success", "Today's Special", "Lavender Honey Latte + Caprese Panini for $12.90")
+vegAction = DrawerBlock("Show vegetarian items only", "Vegetarian items only", "A filtered view of vegetarian drinks and food.", [vegDrinksHeading, vegDrinksTable, vegFoodHeading, vegFoodTable], "secondary")
+drinksHeading = Heading("Drinks", "h2")
+drinksTable = Table([drinkNameCol, drinkPriceCol, drinkDietCol])
+drinkNameCol = Col("Drink", drinkNames)
+drinkPriceCol = Col("Price", drinkPrices)
+drinkDietCol = Col("Diet", drinkDiets)
+foodHeading = Heading("Food", "h2")
+foodTable = Table([foodNameCol, foodPriceCol, foodDietCol])
+foodNameCol = Col("Food", foodNames)
+foodPriceCol = Col("Price", foodPrices)
+foodDietCol = Col("Diet", foodDiets)
+hoursHeading = Heading("Opening Hours", "h2")
+hoursTable = Table([dayCol, hoursCol])
+dayCol = Col("Day", days)
+hoursCol = Col("Hours", hours)
+vegDrinksHeading = Heading("Vegetarian Drinks", "h3")
+vegDrinksTable = Table([vegDrinkNameCol, vegDrinkPriceCol])
+vegDrinkNameCol = Col("Drink", drinkNames)
+vegDrinkPriceCol = Col("Price", drinkPrices)
+vegFoodHeading = Heading("Vegetarian Food", "h3")
+vegFoodTable = Table([vegFoodNameCol, vegFoodPriceCol])
+vegFoodNameCol = Col("Food", vegFoodNames)
+vegFoodPriceCol = Col("Price", vegFoodPrices)
+drinkNames = ["Espresso", "Cappuccino", "Latte", "Flat White", "Mocha", "Cold Brew", "Matcha Latte", "Chai Latte"]
+drinkPrices = ["$3.00", "$4.20", "$4.50", "$4.30", "$4.80", "$4.60", "$5.00", "$4.40"]
+drinkDiets = ["Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Vegan", "Vegetarian", "Vegetarian"]
+foodNames = ["Avocado Toast", "Caprese Panini", "Ham & Cheese Croissant", "Smoked Salmon Bagel", "Spinach & Feta Wrap", "Banana Bread", "Greek Yogurt Parfait", "Chicken Pesto Sandwich"]
+foodPrices = ["$9.50", "$10.00", "$8.50", "$11.00", "$9.80", "$4.20", "$6.00", "$10.50"]
+foodDiets = ["Vegetarian", "Vegetarian", "Non-vegetarian", "Non-vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Non-vegetarian"]
+vegFoodNames = ["Avocado Toast", "Caprese Panini", "Spinach & Feta Wrap", "Banana Bread", "Greek Yogurt Parfait"]
+vegFoodPrices = ["$9.50", "$10.00", "$9.80", "$4.20", "$6.00"]
+days = ["Monday-Friday", "Saturday", "Sunday"]
+hours = ["7:00 AM - 6:00 PM", "8:00 AM - 5:00 PM", "8:00 AM - 3:00 PM"]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r1.txt
new file mode 100644
index 000000000..f0958b718
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r1.txt
@@ -0,0 +1,20 @@
+
+
+root = Card([header, progressSection, nextLesson, modulesTable, ratingSection, actions, followUps])
+header = CardHeader("Advanced React Patterns", "Instructor: Sarah Chen")
+progressSection = Progress(62, "Overall Course Progress")
+nextLesson = Callout("info", "Up Next: Custom Hooks in Depth", "Module 4, Lesson 2 — estimated 25 minutes. You left off at the section on useReducer composition.")
+modulesTable = Table([moduleCol, lessonsCol, statusCol])
+moduleCol = Col("Module", ["1. Foundations", "2. Component Patterns", "3. State Management", "4. Custom Hooks", "5. Performance", "6. Testing"])
+lessonsCol = Col("Lessons", ["4 / 4", "5 / 5", "3 / 3", "1 / 4", "0 / 3", "0 / 2"])
+statusCol = Col("Status", ["✓ Complete", "✓ Complete", "✓ Complete", "● In Progress", "○ Not Started", "○ Not Started"])
+ratingSection = Card([ratingLabel, ratingValue], "sunk", "row", "m", "center")
+ratingLabel = TextContent("Average Learner Rating", "small")
+ratingValue = Badge("★ 4.7 / 5.0", "secondary")
+actions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue Learning →", null, "primary", "normal", "large")
+syllabusBtn = Button("View Full Syllabus", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me my quiz scores")
+fu2 = FollowUpItem("What's covered in Module 5?")
+fu3 = FollowUpItem("How do I get a certificate?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r2.txt
new file mode 100644
index 000000000..24ff8971a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r2.txt
@@ -0,0 +1,14 @@
+root = Card([header, progress, nextLesson, modulesTable, ratingRow, continueActions])
+header = CardHeader("Data Science Fundamentals", "Instructor: Dr. Sarah Chen")
+progress = Progress(68, "Overall Course Progress")
+nextLesson = Callout("info", "Up Next: Hypothesis Testing", "Module 4 · Lesson 2 — Estimated 25 minutes. Pick up where you left off.")
+modulesTable = Table([moduleName, lessonsCol, statusCol])
+moduleName = Col("Module", ["1. Python Basics", "2. Data Wrangling", "3. Visualization", "4. Statistics", "5. Machine Learning", "6. Capstone Project"])
+lessonsCol = Col("Lessons", ["8/8", "10/10", "7/7", "3/9", "0/12", "0/4"])
+statusCol = Col("Status", ["Complete", "Complete", "Complete", "In Progress", "Not Started", "Not Started"])
+ratingRow = Card([ratingLabel, ratingValue], "sunk", "row", "m", "center")
+ratingLabel = TextContent("Average Learner Rating", "small")
+ratingValue = TextContent("⭐ 4.7 / 5.0 (1,284 ratings)", "default")
+continueActions = Buttons([continueBtn, syllabusBtn])
+continueBtn = Button("Continue Learning", null, "primary", "normal", "large")
+syllabusBtn = Button("View Full Syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r3.txt
new file mode 100644
index 000000000..f0de6bd6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r3.txt
@@ -0,0 +1,17 @@
+
+
+root = Card([header, progressBar, nextLessonCallout, modulesSection, ratingRow, continueActions])
+header = CardHeader("Modern Web Development Bootcamp", "Instructor: Sarah Chen")
+progressBar = Progress(68, "Overall Course Progress")
+nextLessonCallout = Callout("info", "Up Next: CSS Grid & Flexbox Deep Dive", "Module 3, Lesson 4 — Estimated 25 minutes. You left off at the Grid Template Areas section.")
+modulesSection = Table([moduleName, lessonsDone, totalLessons, statusCol])
+moduleName = Col("Module", ["1. HTML Foundations", "2. CSS Fundamentals", "3. Responsive Design", "4. JavaScript Essentials", "5. React Basics", "6. Final Project"])
+lessonsDone = Col("Completed", ["8/8", "10/10", "3/7", "0/9", "0/6", "0/4"])
+totalLessons = Col("Total Lessons", [8, 10, 7, 9, 6, 4])
+statusCol = Col("Status", ["Complete ✓", "Complete ✓", "In Progress", "Not Started", "Not Started", "Not Started"])
+ratingRow = Card([ratingBadge, ratingText], "sunk", "row", "m", "center")
+ratingBadge = Badge("★ 4.7 / 5.0", "secondary")
+ratingText = TextContent("Average rating from 1,284 learners", "small")
+continueActions = Buttons([continueBtn, reviewBtn])
+continueBtn = Button("Continue Learning →", null, "primary", "normal", "large")
+reviewBtn = Button("Review Completed Modules", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r4.txt
new file mode 100644
index 000000000..9af54548d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-course__r4.txt
@@ -0,0 +1,13 @@
+root = Card([header, progressSection, nextLesson, modulesTable, ratingRow, continueBtn])
+header = CardHeader("Data Science Fundamentals", "Instructor: Dr. Sarah Chen")
+progressSection = Progress(45, "Overall Course Progress")
+nextLesson = Callout("info", "Up Next: Hypothesis Testing", "Module 3 · Statistical Analysis — Estimated 25 min. Pick up where you left off.")
+modulesTable = Table([modName, modLessons, modStatus])
+modName = Col("Module", ["Introduction to Python", "Data Wrangling", "Statistical Analysis", "Machine Learning Basics", "Capstone Project"])
+modLessons = Col("Lessons", ["8/8", "10/10", "4/12", "0/9", "0/5"])
+modStatus = Col("Status", ["Completed ✓", "Completed ✓", "In Progress", "Not Started", "Not Started"])
+ratingRow = Card([ratingBadge, ratingText], "sunk", "row", "m", "center")
+ratingBadge = Badge("★ 4.7 / 5.0", "secondary")
+ratingText = TextContent("Average learner rating from 1,284 reviews", "small")
+continueBtn = Buttons([resumeBtn])
+resumeBtn = Button("Continue Learning →", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r1.txt
new file mode 100644
index 000000000..c22b3b4c2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r1.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, countdown, agendaHeading, agendaTable, speakersHeading, speakerList, ticketsHeading, ticketTable, registerHeading, registerForm], "card", "column", "l")
+header = CardHeader("Nexus AI Summit 2026", "October 12, 2026 · Bayfront Convention Center, San Francisco")
+countdown = Callout("info", "Days remaining", "42 days until the main event")
+agendaHeading = Heading("Agenda", "h2")
+agendaTable = Table([timeCol, sessionCol, locationCol])
+timeCol = Col("Time", ["08:30", "09:30", "11:00", "13:30", "15:00"])
+sessionCol = Col("Session", ["Registration & coffee", "Opening keynote: The Agentic Enterprise", "Panel: Deploying LLMs safely", "Workshop: Building multimodal products", "Closing keynote & networking"])
+locationCol = Col("Room", ["Grand Hall", "Main Stage", "Room A", "Studio 2", "Main Stage"])
+speakersHeading = Heading("Speakers", "h2")
+speakerList = ListBlock([speaker1, speaker2, speaker3, speaker4])
+speaker1 = ListItem("Dr. Maya Chen", "Chief AI Officer, Northwind — scaling applied AI across global teams")
+speaker2 = ListItem("Jordan Ellis", "VP Engineering, Skyline — shipping reliable LLM features without slowing teams down")
+speaker3 = ListItem("Priya Raman", "Head of Safety, Beacon Labs — turning AI risk research into product guardrails")
+speaker4 = ListItem("Alex Fournier", "Founder, Loopline — building multimodal tools for creators")
+ticketsHeading = Heading("Ticket tiers", "h2")
+ticketTable = Table([tierCol, priceCol, includesCol])
+tierCol = Col("Tier", ["Standard", "Pro", "Executive"])
+priceCol = Col("Price", ["$249", "$499", "$899"])
+includesCol = Col("Includes", ["All sessions and lunch", "All sessions, lunch, and workshop seat", "All access, speaker dinner, and reserved seating"])
+registerHeading = Heading("Register", "h2")
+registerForm = Form("conference-registration", formButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Enter your full name", "text")
+emailField = FormControl("Email address", emailInput, "We'll send confirmation and ticket details")
+emailInput = Input("email", "you@example.com", "email")
+formButtons = Buttons([registerBtn])
+registerBtn = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r2.txt
new file mode 100644
index 000000000..f4586f26c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r2.txt
@@ -0,0 +1,32 @@
+root = Card([header, countdown, sep1, agendaHeading, agendaTable, sep2, speakersHeading, speakersList, sep3, ticketsHeading, ticketsTable, sep4, regHeading, regForm])
+header = CardHeader("TechForward 2025", "March 15–17, 2025 · Moscone Center, San Francisco, CA")
+countdown = Callout("info", "⏳ Countdown", "42 days remaining until the event kicks off!")
+sep1 = Separator()
+agendaHeading = Heading("Agenda — Day 1", "h2")
+agendaTable = Table([timeCol, sessionCol, roomCol])
+timeCol = Col("Time", ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM", "5:30 PM"])
+sessionCol = Col("Session", ["Registration & Coffee", "Opening Keynote: The Future of AI", "Panel: Scaling Engineering Teams", "Lunch Break", "Workshop: Building with LLMs", "Lightning Talks", "Networking Reception"])
+roomCol = Col("Room", ["Main Hall", "Main Hall", "Room A", "Atrium", "Workshop Lab", "Room B", "Rooftop"])
+sep2 = Separator()
+speakersHeading = Heading("Speakers", "h2")
+speakersList = ListBlock([sp1, sp2, sp3, sp4, sp5])
+sp1 = ListItem("Dr. Elena Vasquez", "Chief AI Officer at NeuralPath — pioneering responsible AI at scale")
+sp2 = ListItem("Marcus Chen", "VP of Engineering at Cloudflare — scaled infra to 200M+ requests/day")
+sp3 = ListItem("Aisha Okafor", "Founder of DevBridge — building inclusive developer communities worldwide")
+sp4 = ListItem("James Whitfield", "Author of 'Systems at Scale' — former Principal Engineer at AWS")
+sp5 = ListItem("Priya Sharma", "Head of Product at Figma — reimagining collaborative design tools")
+sep3 = Separator()
+ticketsHeading = Heading("Ticket Tiers", "h2")
+ticketsTable = Table([tierCol, priceCol, includesCol])
+tierCol = Col("Tier", ["General", "Pro", "VIP"])
+priceCol = Col("Price", ["$299", "$599", "$1,199"])
+includesCol = Col("Includes", ["All keynotes & panels", "Everything in General + workshops", "Everything in Pro + speaker dinner & 1-on-1 sessions"])
+sep4 = Separator()
+regHeading = Heading("Register Now", "h2")
+regForm = Form("registration", formButtons, [nameField, emailField])
+nameField = FormControl("Full Name", nameInput, "As it should appear on your badge")
+nameInput = Input("full_name", "Jane Doe", "text")
+emailField = FormControl("Email Address", emailInput, "We'll send your confirmation here")
+emailInput = Input("email", "jane@example.com", "email")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Register", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r3.txt
new file mode 100644
index 000000000..e31afd918
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r3.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, countdown, agendaHeading, agendaTable, speakersHeading, speakersList, ticketsHeading, ticketsTable, registerHeading, registerForm])
+header = CardHeader("InterfaceConf 2026", "October 15, 2026 · Harbor Convention Center, San Francisco, CA")
+countdown = Callout("info", "113 days remaining", "Early-bird pricing ends July 31, 2026.")
+agendaHeading = Heading("Agenda", "h2")
+agendaTable = Table([timeCol, sessionCol, agendaSpeakerCol])
+timeCol = Col("Time", ["8:30 AM", "9:00 AM", "10:15 AM", "11:30 AM", "1:30 PM", "3:00 PM"])
+sessionCol = Col("Session", ["Check-in and coffee", "Opening keynote: The Next Interface", "Design systems at scale", "Lunch + lightning talks", "Workshop: AI-assisted UI engineering", "Closing panel and networking"])
+agendaSpeakerCol = Col("Speaker", ["Front desk", "Maya Chen", "Diego Alvarez", "Community speakers", "Priya Nair", "All speakers"])
+speakersHeading = Heading("Speakers", "h2")
+speakersList = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour], "number")
+speakerOne = ListItem("Maya Chen", "Chief Design Officer, Lumen — on the future of adaptive interfaces.")
+speakerTwo = ListItem("Diego Alvarez", "Principal Engineer, Nova Labs — on design systems that survive scale.")
+speakerThree = ListItem("Priya Nair", "AI Product Lead, Fieldnote — on shipping AI-assisted UI workflows.")
+speakerFour = ListItem("Sam Okafor", "Founder, Pixelgrid — on building community-driven product experiences.")
+ticketsHeading = Heading("Ticket tiers", "h2")
+ticketsTable = Table([tierCol, priceCol, includesCol])
+tierCol = Col("Tier", ["Early Bird", "Standard", "VIP"])
+priceCol = Col("Price", ["$249", "$349", "$599"])
+includesCol = Col("Includes", ["Conference access, lunch, swag", "Conference access, lunch, swag", "All access, workshop seat, speaker dinner"])
+registerHeading = Heading("Register", "h2")
+registerForm = Form("registration", formButtons, [nameField, emailField])
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Register", null, "primary")
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Jane Smith", "text")
+emailField = FormControl("Email", emailInput, "We'll send your ticket confirmation here")
+emailInput = Input("email", "you@example.com", "email")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r4.txt
new file mode 100644
index 000000000..544803c92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-event__r4.txt
@@ -0,0 +1,30 @@
+
+
+root = Card([header, countdown, agendaHeading, agenda, speakersHeading, speakers, ticketsHeading, tickets, registerHeading, registerIntro, form])
+header = CardHeader("FutureStack 2026", "September 15, 2026 | Moscone Center, San Francisco")
+countdown = Callout("info", "Days remaining", "48 days until the event begins")
+agendaHeading = Heading("Agenda", "h2")
+agenda = Table([timeCol, sessionCol, locationCol])
+timeCol = Col("Time", ["08:30", "09:30", "11:00", "13:30", "15:00", "16:30"])
+sessionCol = Col("Session", ["Registration & coffee", "Opening keynote: The Next Stack", "Panel: Scaling AI products", "Lunch + networking", "Workshop: Ship faster with edge compute", "Closing keynote: Building in public"])
+locationCol = Col("Room", ["Main Hall", "Main Hall", "Room A", "Atrium", "Lab 2", "Main Hall"])
+speakersHeading = Heading("Speakers", "h2")
+speakers = ListBlock([speaker1, speaker2, speaker3, speaker4], "image")
+speaker1 = ListItem("Amara Okafor", "CTO, Lattice Labs — building resilient developer platforms", ["https://picsum.photos/seed/amara/96/96"])
+speaker2 = ListItem("Diego Ramirez", "Head of AI, Vertex Cloud — turning models into product value", ["https://picsum.photos/seed/diego/96/96"])
+speaker3 = ListItem("Priya Nair", "Principal Engineer, Orbit — edge infrastructure for global apps", ["https://picsum.photos/seed/priya/96/96"])
+speaker4 = ListItem("Tom Becker", "Founder, ShipYard — open source, community, and sustainable startups", ["https://picsum.photos/seed/tom/96/96"])
+ticketsHeading = Heading("Ticket tiers", "h2")
+tickets = Table([tierCol, priceCol, includesCol])
+tierCol = Col("Tier", ["Standard", "Pro", "VIP"])
+priceCol = Col("Price", ["$299", "$549", "$899"])
+includesCol = Col("Includes", ["All sessions, lunch", "All sessions, lunch, workshop seat", "All access, speaker dinner, front-row seating"])
+registerHeading = Heading("Register", "h2")
+registerIntro = TextContent("Enter your name and email to reserve a seat. We will send ticket details and event updates.")
+form = Form("conference-registration", formButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your full name", "text")
+emailField = FormControl("Email", emailInput, "We will send your confirmation here")
+emailInput = Input("email", "you@company.com", "email")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..04ed7a80e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r1.txt
@@ -0,0 +1,41 @@
+root = Card([header, stepsSection, caloriesSection, weeklySection, logSection, followUps])
+header = CardHeader("Daily Fitness Summary", "Thursday, June 12, 2025")
+stepsSection = Card([stepsLabel, stepsProgress, stepsDetail], "sunk", "column", "s")
+stepsLabel = Heading("Steps", "h3")
+stepsProgress = Progress(78, "7,842 / 10,000 steps")
+stepsDetail = TextContent("You're 2,158 steps away from your daily goal. A 20-minute walk should do it!", "small")
+caloriesSection = Card([caloriesLabel, caloriesProgress, caloriesDetail], "sunk", "column", "s")
+caloriesLabel = Heading("Calories Burned", "h3")
+caloriesProgress = Progress(64, "448 / 700 kcal")
+caloriesDetail = TextContent("Active calories: 312 · Resting calories: 136", "small")
+weeklySection = Card([weeklyLabel, weeklyChart], "sunk", "column", "s")
+weeklyLabel = Heading("This Week's Workouts", "h3")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, calSeries], "grouped", "Day", "Minutes / kcal")
+durationSeries = Series("Duration (min)", [45, 30, 0, 52, 38, 60, 0])
+calSeries = Series("Calories (kcal)", [320, 210, 0, 385, 275, 440, 0])
+logSection = Card([logLabel, logForm], "sunk", "column", "s")
+logLabel = Heading("Log a Workout", "h3")
+logForm = Form("log-workout", formButtons, [typeField, durationField, intensityField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeCycle, typeStrength, typeYoga, typeSwim], "Select a workout")
+typeRun = SelectItem("running", "Running")
+typeCycle = SelectItem("cycling", "Cycling")
+typeStrength = SelectItem("strength", "Strength Training")
+typeYoga = SelectItem("yoga", "Yoga")
+typeSwim = SelectItem("swimming", "Swimming")
+durationField = FormControl("Duration (minutes)", durationSlider)
+durationSlider = Slider("duration", "discrete", 5, 120, 5, [30], "Minutes")
+intensityField = FormControl("Intensity", intensityRadio)
+intensityRadio = RadioGroup("intensity", [intLow, intMed, intHigh])
+intLow = RadioItem("Low", "Easy pace, conversational", "low")
+intMed = RadioItem("Moderate", "Elevated heart rate", "moderate")
+intHigh = RadioItem("High", "Max effort, intervals", "high")
+notesField = FormControl("Notes", notesInput, "Optional")
+notesInput = TextArea("notes", "How did it feel?", 2)
+formButtons = Buttons([saveBtn, clearBtn])
+saveBtn = Button("Save Workout", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show my monthly progress")
+fu2 = FollowUpItem("Suggest a workout for today")
+fu3 = FollowUpItem("Set a new daily step goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..e0a9eaac7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r2.txt
@@ -0,0 +1,31 @@
+
+
+root = Card([header, stepsProgress, caloriesText, weeklyHeading, weeklyChart, logDialog, followUp])
+header = CardHeader("Daily Fitness Summary", "Tuesday, June 10, 2025")
+stepsProgress = Progress(78, "Steps: 7,842 / 10,000 goal")
+caloriesText = TextContent("🔥 **1,847 kcal** burned today", "large-heavy")
+weeklyHeading = Heading("Workouts This Week", "h3")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries], "grouped", "Day", "Minutes")
+durationSeries = Series("Duration (min)", [45, 30, 0, 60, 25, 50, 0])
+logDialog = DialogBlock("Log a Workout", "New Workout", "Record your activity for today", [logForm], "primary")
+logForm = Form("log-workout", formButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeCycle, typeSwim, typeStrength, typeYoga], "Choose activity")
+typeRun = SelectItem("running", "Running")
+typeCycle = SelectItem("cycling", "Cycling")
+typeSwim = SelectItem("swimming", "Swimming")
+typeStrength = SelectItem("strength", "Strength Training")
+typeYoga = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "30", "number")
+caloriesField = FormControl("Calories burned", caloriesInput)
+caloriesInput = Input("calories", "250", "number")
+notesField = FormControl("Notes", notesArea, "Optional")
+notesArea = TextArea("notes", "How did it feel?", 3)
+formButtons = Buttons([saveBtn, cancelBtn])
+saveBtn = Button("Save Workout", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUp = FollowUpBlock([followSteps, followStreak, followPlan])
+followSteps = FollowUpItem("How do my steps compare to last week?")
+followStreak = FollowUpItem("What is my current workout streak?")
+followPlan = FollowUpItem("Suggest a workout plan for this week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..455eaf9b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r3.txt
@@ -0,0 +1,31 @@
+
+
+root = Card([header, stepsProgress, caloriesCallout, separatorToday, weekHeader, weekSummary, weekChart, weekInsight, separatorWeek, logHeader, logForm], "card", "column", "l")
+header = CardHeader("Daily Fitness Summary", "Today at a glance")
+stepsProgress = Progress(84, "Steps today: 8,432 / 10,000 goal")
+caloriesCallout = TextCallout("success", "Calories burned", "624 kcal today — 486 active and 138 resting.")
+separatorToday = Separator("horizontal", true)
+weekHeader = Heading("Workouts — past 7 days", "h2")
+weekSummary = TextContent("You completed 4 workouts this week for 185 total minutes.")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [minutesSeries], "grouped", "Day", "Minutes")
+minutesSeries = Series("Workout minutes", [0, 30, 0, 45, 0, 70, 40])
+weekInsight = TextCallout("info", "Weekly trend", "Saturday was your longest session. Monday, Wednesday, and Friday were rest days.")
+separatorWeek = Separator("horizontal", true)
+logHeader = Heading("Log a new workout", "h2")
+logForm = Form("log-workout", formButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeCycle, typeStrength, typeYoga, typeWalk], "Choose a workout")
+typeRun = SelectItem("run", "Run")
+typeCycle = SelectItem("cycle", "Cycle")
+typeStrength = SelectItem("strength", "Strength")
+typeYoga = SelectItem("yoga", "Yoga")
+typeWalk = SelectItem("walk", "Walk")
+durationField = FormControl("Duration (minutes)", durationInput, "Total time for this workout")
+durationInput = Input("duration", "45", "number")
+caloriesField = FormControl("Calories burned", caloriesInput, "Optional estimate")
+caloriesInput = Input("workout_calories", "320", "number")
+notesField = FormControl("Notes", notesInput, "How did it feel?")
+notesInput = TextArea("notes", "Optional notes", 3)
+formButtons = Buttons([saveButton, cancelButton])
+saveButton = Button("Log workout", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..f9dad13b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-fitness__r4.txt
@@ -0,0 +1,35 @@
+
+
+root = Card([header, stepsSection, caloriesRow, weeklySection, weeklyChart, logSection, logForm, followUps])
+header = CardHeader("Daily Fitness Summary", "Tuesday, June 17, 2025")
+stepsSection = Progress(7842, "Steps: 7,842 / 10,000 goal")
+caloriesRow = Card([calTitle, calValue, calBadge], "sunk", "row", "m", "center", "between")
+calTitle = TextContent("Calories Burned", "small-heavy")
+calValue = TextContent("1,847 kcal", "large-heavy")
+calBadge = Badge("🔥 12% above average", "secondary")
+weeklySection = Heading("Workouts This Week", "h3")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries, calSeries], "grouped", "Day", "Value")
+durationSeries = Series("Duration (min)", [45, 30, 0, 60, 25, 50, 0])
+calSeries = Series("Calories", [420, 310, 0, 580, 240, 470, 0])
+logSection = Heading("Log a New Workout", "h3")
+logForm = Form("log-workout", formButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [typeRun, typeCycle, typeStrength, typeYoga, typeSwim], "Choose activity")
+typeRun = SelectItem("running", "Running")
+typeCycle = SelectItem("cycling", "Cycling")
+typeStrength = SelectItem("strength", "Strength Training")
+typeYoga = SelectItem("yoga", "Yoga")
+typeSwim = SelectItem("swimming", "Swimming")
+durationField = FormControl("Duration (minutes)", durationSlider, "Drag to set your session length")
+durationSlider = Slider("duration", "discrete", 5, 180, 5, [30], "minutes")
+caloriesField = FormControl("Calories burned", calInput, "Estimate or leave blank to auto-calculate")
+calInput = Input("calories", "e.g. 350", "number")
+notesField = FormControl("Notes", notesArea)
+notesArea = TextArea("notes", "How did it feel? Any PRs?", 3)
+formButtons = Buttons([saveBtn, clearBtn])
+saveBtn = Button("Save Workout", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show my monthly progress")
+fu2 = FollowUpItem("Suggest a workout for tomorrow")
+fu3 = FollowUpItem("Compare this week to last week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r1.txt
new file mode 100644
index 000000000..5ce8bbcab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r1.txt
@@ -0,0 +1,31 @@
+
+
+root = Card([header, meta, divider, description, qualificationsHeading, qualificationsList, salaryCallout, applyHeading, applyForm, shareHeading, shareButtons], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Core Experience Team")
+meta = TagBlock(["Design", "Full-time", "Remote", "Senior level"])
+divider = Separator("horizontal", true)
+description = TextContent("We are looking for a Senior Product Designer to shape end-to-end experiences across our platform. You will partner with product management, engineering, and research to turn complex problems into simple, accessible, and polished interfaces.", "default")
+qualificationsHeading = Heading("Main qualifications", "h3")
+qualificationsList = ListBlock([qualification1, qualification2, qualification3, qualification4, qualification5], "number")
+qualification1 = ListItem("5+ years of product design experience", "Experience shipping digital products from discovery to delivery")
+qualification2 = ListItem("Strong systems thinking", "Able to design scalable patterns across complex workflows")
+qualification3 = ListItem("Excellent visual and interaction design skills", "Comfortable with hierarchy, motion, accessibility, and detail")
+qualification4 = ListItem("User research fluency", "Can turn qualitative and quantitative insights into design decisions")
+qualification5 = ListItem("Cross-functional collaboration", "Works effectively with engineers, PMs, writers, and stakeholders")
+salaryCallout = Callout("success", "Salary range", "$120,000 to $155,000 USD per year, plus equity and benefits. Final compensation depends on experience and location.")
+applyHeading = Heading("Apply for this role", "h3")
+applyForm = Form("design-role-application", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput, "Enter your first and last name")
+nameInput = Input("full_name", "Jane Doe")
+emailField = FormControl("Email address", emailInput, "We will use this to contact you")
+emailInput = Input("email", "you@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume, portfolio, or profile")
+resumeInput = Input("resume_link", "https://your-portfolio.com/resume", "url")
+applyButtons = Buttons([submitApplicationButton])
+submitApplicationButton = Button("Submit application", null, "primary")
+shareHeading = Heading("Share this posting", "h3")
+shareButtons = Buttons([copyLinkButton, emailShareButton, linkedinShareButton, xShareButton], "row")
+copyLinkButton = Button("Copy link", null, "secondary")
+emailShareButton = Button("Share by email", null, "secondary")
+linkedinShareButton = Button("Share on LinkedIn", null, "secondary")
+xShareButton = Button("Share on X", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r2.txt
new file mode 100644
index 000000000..e1af75dc5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r2.txt
@@ -0,0 +1,22 @@
+root = Card([header, description, qualifications, salary, form, share])
+header = CardHeader("Senior Product Designer", "Design Systems Team · Remote-friendly")
+description = MarkDownRenderer("We're looking for a **Senior Product Designer** to shape the future of our design system. You'll partner with engineering and product to craft intuitive, accessible experiences used by millions. If you thrive at the intersection of systems thinking and pixel-perfect craft, we want to hear from you.")
+qualifications = ListBlock([qual1, qual2, qual3, qual4, qual5], "number")
+qual1 = ListItem("5+ years in product design", "Experience shipping at scale in a cross-functional team")
+qual2 = ListItem("Design systems expertise", "Built or maintained a component library or token architecture")
+qual3 = ListItem("Figma & prototyping mastery", "Advanced auto-layout, variables, and interactive prototypes")
+qual4 = ListItem("User research fluency", "Comfortable planning and synthesizing qualitative studies")
+qual5 = ListItem("Accessibility champion", "Deep understanding of WCAG 2.2 and inclusive design patterns")
+salary = TextCallout("success", "Compensation", "$120,000 – $160,000 base + equity + benefits. Final offer depends on experience and location.")
+form = Form("apply-form", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Doe", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "We'll use this to follow up on your application")
+emailInput = Input("email", "jane@example.com", "email", ["required", "email"])
+resumeField = FormControl("Resume link", resumeInput, "Paste a link to your portfolio or resume (Google Drive, Dropbox, personal site…)")
+resumeInput = Input("resume_url", "https://", "url", ["required", "url"])
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit application", null, "primary")
+share = Buttons([shareBtn, copyBtn], "row")
+shareBtn = Button("Share this posting", null, "secondary")
+copyBtn = Button("Copy link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r3.txt
new file mode 100644
index 000000000..854820dca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r3.txt
@@ -0,0 +1,32 @@
+
+
+root = Card([header, description, separator1, qualsHeader, quals, separator2, salary, separator3, applyHeader, form, separator4, shareSection])
+header = CardHeader("Senior Product Designer", "Design & Experience Team")
+description = MarkDownRenderer("We're looking for a Senior Product Designer to shape the future of our platform. You'll own end-to-end design for key product areas — from discovery through delivery — partnering closely with engineering and product to craft intuitive, delightful experiences used by millions.", "clear")
+separator1 = Separator()
+qualsHeader = Heading("Key Qualifications", "h3")
+quals = ListBlock([q1, q2, q3, q4, q5])
+q1 = ListItem("5+ years of product design experience", "Shipped complex features across web and mobile platforms")
+q2 = ListItem("Strong systems thinking", "Experience building or scaling a design system")
+q3 = ListItem("Proficiency in modern tools", "Figma, prototyping, and design handoff workflows")
+q4 = ListItem("User research fluency", "Comfortable running and synthesizing qualitative and quantitative studies")
+q5 = ListItem("Cross-functional collaboration", "Proven ability to influence without authority across teams")
+separator2 = Separator()
+salary = TextCallout("success", "Compensation", "$145,000 – $185,000 base salary + equity + benefits")
+separator3 = Separator()
+applyHeader = Heading("Apply Now", "h3")
+form = Form("design-role-application", formButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Jane Doe", "text")
+emailField = FormControl("Email address", emailInput, "We'll use this to follow up on your application")
+emailInput = Input("email", "jane@example.com", "email")
+resumeField = FormControl("Resume / Portfolio link", resumeInput, "Paste a URL to your resume or portfolio site")
+resumeInput = Input("resume_url", "https://portfolio.example.com", "url")
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Submit Application", null, "primary")
+separator4 = Separator()
+shareSection = Card([shareLabel, shareBtns], "clear", "row", "m", "center")
+shareLabel = TextContent("Know someone great? Share this posting.", "small")
+shareBtns = Buttons([shareBtn, copyBtn], "row")
+shareBtn = Button("Share on LinkedIn", null, "secondary")
+copyBtn = Button("Copy Link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r4.txt
new file mode 100644
index 000000000..711f6296a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-job__r4.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, tags, description, salary, qualificationsHeading, qualifications, applyHeading, applyForm, shareHeading, shareButtons], "card", "column", "l")
+header = CardHeader("Product Designer", "Design · Core Experience Team")
+tags = TagBlock(["Full-time", "Remote", "Design"])
+description = TextContent("We are looking for a product designer to shape intuitive, accessible experiences across our web and mobile products. You will partner with research, engineering, and product to turn complex problems into elegant, testable solutions.")
+salary = Callout("success", "Salary range", "$120,000 to $155,000 per year, based on experience and location")
+qualificationsHeading = Heading("Main qualifications", "h2")
+qualifications = ListBlock([qualification1, qualification2, qualification3, qualification4])
+qualification1 = ListItem("5+ years in product or UX design", "Portfolio demonstrating shipped web or mobile work")
+qualification2 = ListItem("Strong interaction and visual design skills", "Comfort with design systems, typography, and accessibility")
+qualification3 = ListItem("User research and prototyping", "Can test ideas with users and iterate based on feedback")
+qualification4 = ListItem("Cross-functional collaboration", "Works well with engineers, product managers, and stakeholders")
+applyHeading = Heading("Apply", "h2")
+applyForm = Form("design-role-application", applyButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("name", "Jane Doe")
+emailField = FormControl("Email", emailInput, "We will use this to contact you")
+emailInput = Input("email", "you@example.com", "email")
+resumeField = FormControl("Resume link", resumeInput, "Public link to your resume or portfolio")
+resumeInput = Input("resume_link", "https://example.com/resume", "url")
+applyButtons = Buttons([submitBtn, saveBtn])
+submitBtn = Button("Submit application", null, "primary")
+saveBtn = Button("Save for later", null, "secondary")
+shareHeading = Heading("Share this posting", "h2")
+shareButtons = Buttons([copyBtn, emailBtn, linkedinBtn])
+copyBtn = Button("Copy link")
+emailBtn = Button("Share by email")
+linkedinBtn = Button("Share on LinkedIn")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..28a9a9774
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r1.txt
@@ -0,0 +1,13 @@
+
+
+root = Card([header, revenueKpi, trendChart, productsTable, conversionBlock, actions])
+header = CardHeader("Monthly Sales Check", "June 2025 · Founder Dashboard")
+revenueKpi = TextContent("**$84,200** revenue this month", "large-heavy")
+trendChart = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [48200, 53400, 61800, 67500, 74900, 84200])
+productsTable = Table([prodCol, unitsCol])
+prodCol = Col("Product", ["Pro Plan", "Starter Kit", "Enterprise Add-on"])
+unitsCol = Col("Units Sold", [342, 289, 156], "number")
+conversionBlock = Progress(4.2, "Conversion rate: 4.2%")
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download Report (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..a6d7954a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r2.txt
@@ -0,0 +1,15 @@
+
+
+root = Card([header, kpiRow, trendChart, productsTable, actions])
+header = CardHeader("Monthly Sales Check", "June 2025")
+kpiRow = Card([revenueKPI, conversionKPI], "sunk", "row", "l")
+revenueKPI = TextContent("**Revenue this month**\n$84,200", "large-heavy")
+conversionKPI = TextContent("**Conversion rate**\n4.2%", "large-heavy")
+trendChart = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [52400, 58100, 61300, 67800, 74500, 84200])
+productsTable = Table([prodName, prodUnits, prodRevenue])
+prodName = Col("Product", ["Widget Pro", "SyncHub", "DataLens"])
+prodUnits = Col("Units Sold", [1240, 980, 745])
+prodRevenue = Col("Revenue", ["$37,200", "$29,400", "$17,600"])
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download Report (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..fd19a4f9e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r3.txt
@@ -0,0 +1,12 @@
+
+
+root = Card([header, revenueKpi, conversionKpi, trendChart, topProductsChart, actions])
+header = CardHeader("Monthly Sales Check", "June 2025")
+revenueKpi = TextContent("**Revenue this month:** $84,200", "large-heavy")
+conversionKpi = Progress(4.7, "Conversion rate: 4.7%")
+trendChart = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [revSeries], "natural", "Month", "Revenue (USD)")
+revSeries = Series("Revenue", [52000, 58400, 61200, 67800, 74500, 84200])
+topProductsChart = HorizontalBarChart(["Pro Plan", "Starter Plan", "Enterprise Add-on"], [unitsSeries], "grouped", "Product", "Units Sold")
+unitsSeries = Series("Units", [342, 289, 156])
+actions = Buttons([downloadBtn])
+downloadBtn = Button("Download Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..8ef6c8a26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-sales__r4.txt
@@ -0,0 +1,23 @@
+root = Card([header, revenueKpi, separator1, trendSection, separator2, productsSection, separator3, conversionSection, separator4, downloadSection])
+header = CardHeader("Monthly Sales Check", "June 2025 — Founder Dashboard")
+revenueKpi = Card([revenueLabel, revenueValue], "sunk", "column", "s")
+revenueLabel = TextContent("Revenue This Month", "small")
+revenueValue = TextContent("$84,200", "large-heavy")
+separator1 = Separator()
+trendSection = Card([trendTitle, trendChart], "clear", "column", "s")
+trendTitle = Heading("Revenue Trend — Last 6 Months", "h3")
+trendChart = AreaChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [revSeries], "natural", "Month", "USD")
+revSeries = Series("Revenue", [52400, 58100, 61700, 69300, 76800, 84200])
+separator2 = Separator()
+productsSection = Card([productsTitle, productsChart], "clear", "column", "s")
+productsTitle = Heading("Top 3 Best-Selling Products", "h3")
+productsChart = HorizontalBarChart(["Pro Plan", "Starter Plan", "Enterprise Add-on"], [unitsSeries], "grouped", "Product", "Units Sold")
+unitsSeries = Series("Units Sold", [342, 287, 94])
+separator3 = Separator()
+conversionSection = Card([conversionTitle, conversionBar, conversionNote], "clear", "column", "s")
+conversionTitle = Heading("Conversion Rate", "h3")
+conversionBar = Progress(4.7, "4.7% of visitors converted to paying customers")
+conversionNote = TextContent("↑ 0.4pp vs. last month (4.3%)", "small")
+separator4 = Separator()
+downloadSection = Buttons([downloadBtn])
+downloadBtn = Button("Download Sales Report (CSV)", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..76c509f2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r1.txt
@@ -0,0 +1,18 @@
+
+
+root = Card([header, blockedAlert, missingCallout, updates, separator, formSection])
+header = CardHeader("Async Standup", "Wednesday, June 18, 2025")
+blockedAlert = Alert("Blocked", "Marcus Chen is blocked on staging API credentials — needs DevOps approval to continue payment integration.", "warning")
+missingCallout = TextCallout("info", "3 updates missing", "Still waiting on: Alex Rivera, Dana Brooks, Sam Whitfield")
+updates = ListBlock([update1, update2, update3, update4, update5])
+update1 = ListItem("Sarah Kim", "Shipped onboarding flow refactor. PR #412 is up for review.")
+update2 = ListItem("Marcus Chen", "Working on payment integration. Blocked on staging API credentials from DevOps.")
+update3 = ListItem("Priya Patel", "Finished unit tests for notification service. Starting on API docs today.")
+update4 = ListItem("James Okafor", "Reviewing open PRs and pairing with Sarah on edge-case handling.")
+update5 = ListItem("Lena Torres", "Deployed v2.3.1 hotfix to production. Monitoring error rates — all green.")
+separator = Separator()
+formSection = Form("standup-update", formButtons, [updateField])
+updateField = FormControl("Your update", updateTextArea, "What did you do yesterday? What are you doing today? Any blockers?")
+updateTextArea = TextArea("update", "Yesterday I… Today I'll… Blocked by…", 4)
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Post update", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..561f7ab5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r2.txt
@@ -0,0 +1,26 @@
+
+
+root = Card([header, todayCallout, blockedCallout, updatesTable, missingAlert, postHeader, postForm])
+header = CardHeader("Remote Team Async Standup", "Daily updates, blockers, and missing check-ins")
+todayCallout = Callout("info", "Today", "Tuesday, June 16, 2026")
+blockedCallout = Callout("warning", "Blocked right now", "Priya is blocked while waiting for the platform vendor API key.")
+updatesTable = Table([teammateCol, updateCol, statusCol, blockerCol])
+teammateCol = Col("Teammate", ["Alice", "Bruno", "Priya", "Diego", "Mei"])
+updateCol = Col("Today's update", ["Completed authentication flow and opened PR #482.", "Fixed dashboard QA bugs and started monitoring staging.", "Drafting database migration plan; waiting for API access.", "No update posted yet.", "No update posted yet."])
+statusCol = Col("Status", ["Done", "In review", "Blocked", "Missing", "Missing"])
+blockerCol = Col("Blocker", ["None", "None", "Vendor API key not received", "None", "None"])
+missingAlert = Alert("2 updates missing", "Diego and Mei still need to post today's standup updates.", "warning")
+postHeader = Heading("Post your update", "h2")
+postForm = Form("standup-update", formButtons, [nameField, updateField, statusField])
+nameField = FormControl("Your name", nameInput)
+nameInput = Input("your_name", "Jane Doe")
+updateField = FormControl("Today's update", updateInput, "What did you complete, what is next, and are you blocked?")
+updateInput = TextArea("update", "Finished the onboarding tweaks and moving to the settings page", 3)
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusDone, statusInProgress, statusBlocked], "Select your current status")
+statusDone = SelectItem("done", "Done")
+statusInProgress = SelectItem("in_progress", "In progress")
+statusBlocked = SelectItem("blocked", "Blocked")
+formButtons = Buttons([postButton, saveDraftButton])
+postButton = Button("Post update", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..c1511122b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r3.txt
@@ -0,0 +1,31 @@
+
+
+root = Card([header, blockedCallout, missingCallout, updatesHeading, teamTable, formHeading, updateForm], "card", "column", "l")
+header = CardHeader("Remote Team Async Standup", "Today: Monday, June 1, 2026")
+blockedCallout = Callout("error", "Blocked teammates", "Maya Chen is waiting on staging credentials. Diego Ramos was flagged blocked and has not posted today.")
+missingCallout = Callout("info", "2 updates missing", "Diego Ramos and Lena Kim have not posted yet.")
+updatesHeading = Heading("Teammate updates", "h2")
+teamTable = Table([teammateCol, statusCol, updateCol, blockedCol])
+teammateCol = Col("Teammate", ["Avery Nguyen", "Maya Chen", "Tomás Silva", "Priya Patel", "Diego Ramos", "Lena Kim"])
+statusCol = Col("Status", ["Posted", "Blocked", "Posted", "Posted", "Missing", "Missing"])
+updateCol = Col("Today's update", ["Shipped checkout fix; starting metrics dashboard.", "Waiting on staging credentials to deploy migration.", "Completed QA test plan; handed to design review.", "Drafting onboarding email sequence; review tomorrow.", "No update posted yet.", "No update posted yet."])
+blockedCol = Col("Blocked?", ["No", "Yes", "No", "No", "Yes", "No"])
+formHeading = Heading("Post your own update", "h3")
+updateForm = Form("standup-update", formButtons, [nameField, statusField, updateField, blockedField])
+nameField = FormControl("Your name", nameInput)
+nameInput = Input("name", "Jane Doe")
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusPlanned, statusInProgress, statusDone, statusBlocked], "Choose status")
+statusPlanned = SelectItem("planned", "Planned")
+statusInProgress = SelectItem("in-progress", "In progress")
+statusDone = SelectItem("done", "Done")
+statusBlocked = SelectItem("blocked", "Blocked")
+updateField = FormControl("Update", updateInput, "Include what you shipped, what is next, and any blockers.")
+updateInput = TextArea("update", "Write your async update...", 4)
+blockedField = FormControl("Are you blocked?", blockedRadio)
+blockedRadio = RadioGroup("blocked", [blockedYes, blockedNo], "no")
+blockedYes = RadioItem("Yes", "I need help or a dependency", "yes")
+blockedNo = RadioItem("No", "No blockers right now", "no")
+formButtons = Buttons([postButton, saveButton], "row")
+postButton = Button("Post update", null, "primary")
+saveButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..96c1cb916
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-standup__r4.txt
@@ -0,0 +1,26 @@
+
+
+root = Card([header, blockedCallout, progressSection, updatesSection, postForm, followUps])
+header = CardHeader("Async Standup", "Sunday, June 15, 2025")
+blockedCallout = Callout("warning", "Blocked", "Maya Chen is blocked — waiting on API credentials from DevOps to integrate the payment gateway.")
+progressSection = Progress(3, "3 of 5 updates received · 2 still missing")
+updatesSection = SectionBlock([alexSection, mayaSection, jordanSection], false)
+alexSection = SectionItem("alex", "Alex Rivera — ✅ Posted", [alexUpdate])
+alexUpdate = TextContent("**Yesterday:** Shipped login flow refactor to staging.\n**Today:** Starting notification service integration.\n**Blockers:** None")
+mayaSection = SectionItem("maya", "Maya Chen — 🚫 Blocked", [mayaUpdate])
+mayaUpdate = TextContent("**Yesterday:** Completed payment gateway research.\n**Today:** Integrate payment gateway API.\n**Blockers:** Waiting on API credentials from DevOps (requested June 13).")
+jordanSection = SectionItem("jordan", "Jordan Park — ✅ Posted", [jordanUpdate])
+jordanUpdate = TextContent("**Yesterday:** Fixed 3 flaky tests in CI pipeline.\n**Today:** Code review for PR #241, then start on search indexing.\n**Blockers:** None")
+postForm = Form("standup-update", formButtons, [statusField, todayField, blockersField])
+statusField = FormControl("What did you do yesterday?", statusInput)
+statusInput = TextArea("yesterday", "Describe what you completed…", 3)
+todayField = FormControl("What are you doing today?", todayInput)
+todayInput = TextArea("today", "Describe your plan for today…", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Leave blank if none")
+blockersInput = TextArea("blockers", "Describe anything blocking you…", 2)
+formButtons = Buttons([submitBtn])
+submitBtn = Button("Post my update", null, "primary")
+followUps = FollowUpBlock([nudgeSam, nudgePriya, viewBlockers])
+nudgeSam = FollowUpItem("Nudge Sam Okafor to post their update")
+nudgePriya = FollowUpItem("Nudge Priya Sharma to post their update")
+viewBlockers = FollowUpItem("Show all current blockers this week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..3421e62db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r1.txt
@@ -0,0 +1,18 @@
+
+
+root = Card([header, thresholdCallout, searchForm, lowInventoryHeading, lowInventoryList, helpNote], "card", "column", "l")
+header = CardHeader("Low Inventory", "Items that need replenishment")
+thresholdCallout = Callout("warning", "Low-stock threshold", "This warning appears when an item has fewer than 20 units available.")
+searchForm = Form("item-search", searchButtons, [searchField])
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search items", null, "primary")
+searchField = FormControl("Search items", searchInput, "Find by item name, SKU, or category")
+searchInput = Input("search", "Try paper towels or SKU-104", "text")
+lowInventoryHeading = Heading("Items running low", "h2")
+lowInventoryList = ListBlock([item1, item2, item3, item4, item5], "number")
+item1 = ListItem("Organic Whole Milk 1L · SKU-1001", "Remaining: 6 units · warning threshold: 20 · suggested reorder: 36", null, "Reorder 36")
+item2 = ListItem("Paper Towels 6-pack · SKU-1042", "Remaining: 4 units · warning threshold: 20 · suggested reorder: 48", null, "Reorder 48")
+item3 = ListItem("Dish Soap 750ml · SKU-1087", "Remaining: 9 units · warning threshold: 20 · suggested reorder: 24", null, "Reorder 24")
+item4 = ListItem("Coffee Filters Size 2 · SKU-1123", "Remaining: 14 units · warning threshold: 20 · suggested reorder: 30", null, "Reorder 30")
+item5 = ListItem("Bottled Water 500ml 12-pack · SKU-1150", "Remaining: 2 units · warning threshold: 20 · suggested reorder: 60", null, "Reorder 60")
+helpNote = TextContent("Use Search to filter the list. Reorder sends the selected item to the purchase-order queue.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..71e0d77d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r2.txt
@@ -0,0 +1,23 @@
+
+
+root = Card([header, thresholdCallout, searchForm, inventoryTable, reorderActions, followUps])
+header = CardHeader("Low Inventory Alert", "Items currently below the reorder threshold")
+thresholdCallout = Callout("warning", "Reorder Threshold: 10 units", "Any item with remaining stock below 10 units is automatically flagged. Adjust this value in Settings → Inventory → Thresholds.")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by product name or SKU")
+searchInput = Input("search", "e.g. Wireless Mouse or WM-2041", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+inventoryTable = Table([colItem, colSku, colRemaining, colThreshold, colStatus])
+colItem = Col("Item", ["Wireless Mouse", "USB-C Cable 1m", "Laptop Stand Alu", "Webcam HD 1080p", "Mech Keyboard TKL", "Monitor Arm Dual", "HDMI Cable 2m", "USB Hub 7-Port"])
+colSku = Col("SKU", ["WM-2041", "UC-1187", "LS-3302", "WC-4419", "KM-5523", "MA-6610", "HC-7734", "UH-8845"])
+colRemaining = Col("Remaining", [3, 5, 2, 7, 4, 1, 6, 8])
+colThreshold = Col("Threshold", [10, 10, 10, 10, 10, 10, 10, 10])
+colStatus = Col("Status", ["Critical", "Critical", "Critical", "Low", "Critical", "Critical", "Low", "Low"])
+reorderActions = Buttons([reorderAllBtn, reorderCriticalBtn])
+reorderAllBtn = Button("Reorder All Low Items", null, "primary")
+reorderCriticalBtn = Button("Reorder Critical Only", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show reorder history for these items")
+fu2 = FollowUpItem("Adjust the reorder threshold")
+fu3 = FollowUpItem("Export full inventory report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..8564afa65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r3.txt
@@ -0,0 +1,20 @@
+root = Card([header, thresholdCallout, searchForm, separator, inventoryTable, followUps])
+header = CardHeader("Low Inventory Alert", "Items below reorder threshold")
+thresholdCallout = Callout("warning", "Reorder Threshold: 10 units", "Any item with 10 or fewer units remaining triggers this warning. Review and reorder below.")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by product name or SKU")
+searchInput = Input("search", "e.g. Paper Towels or SKU-0042", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+separator = Separator("horizontal", true)
+inventoryTable = Table([colItem, colSKU, colRemaining, colThreshold, colStatus, colAction])
+colItem = Col("Item", ["Paper Towels", "Dish Soap", "Coffee Beans", "Whole Milk", "Sourdough Bread", "Free-Range Eggs", "Salted Butter", "Toilet Paper"])
+colSKU = Col("SKU", ["SKU-0042", "SKU-0118", "SKU-0203", "SKU-0077", "SKU-0310", "SKU-0095", "SKU-0154", "SKU-0008"])
+colRemaining = Col("Remaining", [3, 5, 2, 8, 4, 6, 7, 1], "number")
+colThreshold = Col("Threshold", [10, 10, 10, 10, 10, 10, 10, 10], "number")
+colStatus = Col("Status", ["Critical", "Critical", "Critical", "Low", "Critical", "Low", "Low", "Critical"])
+colAction = Col("Action", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+followUps = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Reorder all critical items at once")
+followUp2 = FollowUpItem("Show me reorder cost estimates")
+followUp3 = FollowUpItem("Adjust the reorder threshold")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..b2f07019c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-stock__r4.txt
@@ -0,0 +1,24 @@
+
+
+root = Card([header, thresholdCallout, searchForm, inventoryTable, bulkActions, followUps])
+header = CardHeader("Low Inventory Warning", "Items below reorder threshold")
+thresholdCallout = Callout("warning", "Reorder Threshold Active", "Items are flagged when remaining stock falls below 10 units (default threshold). Adjust per-item thresholds in settings.")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Filter by product name or SKU")
+searchInput = Input("search", "e.g. Wireless Mouse or SKU-0042", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search", null, "primary")
+inventoryTable = Table([colItem, colSKU, colRemaining, colThreshold, colStatus, colAction])
+colItem = Col("Item", ["Wireless Mouse", "USB-C Cable (2m)", "Laptop Stand", "HDMI Adapter", "Mechanical Keyboard", "Webcam HD"], "string")
+colSKU = Col("SKU", ["SKU-0042", "SKU-0118", "SKU-0203", "SKU-0077", "SKU-0155", "SKU-0291"], "string")
+colRemaining = Col("Remaining", [3, 5, 2, 4, 6, 1], "number")
+colThreshold = Col("Threshold", [10, 15, 8, 12, 10, 5], "number")
+colStatus = Col("Status", ["Critical", "Low", "Critical", "Low", "Low", "Critical"], "string")
+colAction = Col("Reorder", ["Reorder", "Reorder", "Reorder", "Reorder", "Reorder", "Reorder"], "action")
+bulkActions = Buttons([reorderAllBtn, adjustThresholdBtn])
+reorderAllBtn = Button("Reorder All Flagged Items", null, "primary")
+adjustThresholdBtn = Button("Adjust Thresholds", null, "secondary")
+followUps = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show me the reorder history for these items")
+followUp2 = FollowUpItem("What is the estimated restock date for critical items?")
+followUp3 = FollowUpItem("Generate a purchase order for all flagged items")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r1.txt
new file mode 100644
index 000000000..77a945953
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r1.txt
@@ -0,0 +1,32 @@
+
+
+root = Card([header, kpiTable, sep1, ticketTable, sep2, actionRow, newTicketDialog])
+header = CardHeader("Support Dashboard", "Good morning — here's your queue at a glance")
+kpiTable = Table([kpiLabel, kpiValue])
+kpiLabel = Col("Metric", ["Open Tickets", "Avg First-Response Time"])
+kpiValue = Col("Value", ["47", "12m 34s"])
+sep1 = Separator()
+ticketTable = Table([ticketId, ticketSubject, ticketPriority, ticketStatus, ticketTime])
+ticketId = Col("ID", ["#1042", "#1041", "#1040", "#1039", "#1038"])
+ticketSubject = Col("Subject", ["Login page returns 500", "Billing discrepancy on invoice", "Cannot reset password", "API rate limit exceeded", "Feature request: dark mode"])
+ticketPriority = Col("Priority", ["Critical", "High", "Medium", "High", "Low"])
+ticketStatus = Col("Status", ["Open", "Open", "Open", "In Progress", "Open"])
+ticketTime = Col("Received", ["8:42 AM", "8:15 AM", "7:58 AM", "7:31 AM", "7:02 AM"])
+sep2 = Separator()
+actionRow = Buttons([filterBtn, newTicketBtn])
+filterBtn = Button("Show High-Priority Only", null, "secondary")
+newTicketBtn = Button("Open New Ticket", null, "primary")
+newTicketDialog = DialogBlock("➕ New Ticket", "Create a Support Ticket", "Fill in the details below to open a new ticket.", [newTicketForm])
+newTicketForm = Form("new-ticket", formBtns, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pCritical, pHigh, pMedium, pLow], "Select priority")
+pCritical = SelectItem("critical", "Critical")
+pHigh = SelectItem("high", "High")
+pMedium = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+descField = FormControl("Description", descArea, "Provide as much detail as possible")
+descArea = TextArea("description", "Describe the issue in detail...", 4)
+formBtns = Buttons([submitBtn])
+submitBtn = Button("Submit Ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r2.txt
new file mode 100644
index 000000000..1d3ef47fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r2.txt
@@ -0,0 +1,18 @@
+
+
+root = Card([header, kpis, separator, ticketsHeading, ticketsTable, actions])
+header = CardHeader("Morning Dashboard", "Support Team Overview — Tuesday, June 10")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Open Tickets", "Avg First-Response Time"])
+kpiValue = Col("Value", ["47", "12m 34s"])
+separator = Separator()
+ticketsHeading = Heading("Recent Tickets", "h3")
+ticketsTable = Table([colId, colSubject, colPriority, colStatus, colTime])
+colId = Col("ID", ["#1042", "#1041", "#1040", "#1039", "#1038"])
+colSubject = Col("Subject", ["Login page returns 500 error", "Payment webhook not firing", "Dashboard charts not loading", "Password reset email delayed", "Export CSV missing columns"])
+colPriority = Col("Priority", ["Critical", "High", "Medium", "High", "Low"])
+colStatus = Col("Status", ["Open", "Open", "Open", "In Progress", "Open"])
+colTime = Col("Opened", ["8:42 AM", "8:15 AM", "7:58 AM", "7:31 AM", "7:12 AM"])
+actions = Buttons([filterBtn, newTicketBtn])
+filterBtn = Button("Show High Priority Only", null, "secondary")
+newTicketBtn = Button("Open New Ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r3.txt
new file mode 100644
index 000000000..cde89ec83
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r3.txt
@@ -0,0 +1,40 @@
+
+
+root = Card([header, summary, newTicketDialog, queueTabs])
+header = CardHeader("Support lead morning view", "Queue health, latest tickets, and quick actions")
+summary = Table([metricCol, valueCol, noteCol])
+metricCol = Col("Metric", ["Open tickets", "Average first-response time", "High-priority open"])
+valueCol = Col("Value", ["42", "1h 12m", "8"])
+noteCol = Col("Note", ["Across all queues", "Target 1h 30m", "Needs morning triage"])
+newTicketDialog = DialogBlock("Open new ticket", "Create support ticket", "Capture the customer issue and set priority.", [ticketForm])
+ticketForm = Form("new-ticket", ticketFormButtons, [subjectField, customerField, priorityField, detailsField])
+ticketFormButtons = Buttons([submitTicketBtn, cancelTicketBtn])
+submitTicketBtn = Button("Create ticket", null, "primary")
+cancelTicketBtn = Button("Cancel", null, "tertiary")
+subjectField = FormControl("Subject", subjectInput, "Short summary of the issue")
+subjectInput = Input("subject", "Checkout fails with error 500", "text")
+customerField = FormControl("Customer email", customerInput, "Where should we follow up?")
+customerInput = Input("customer_email", "customer@example.com", "email")
+priorityField = FormControl("Priority", prioritySelect, "High priority needs lead review")
+prioritySelect = Select("priority", [priorityHigh, priorityMedium, priorityLow], "Choose priority")
+priorityHigh = SelectItem("high", "High")
+priorityMedium = SelectItem("medium", "Medium")
+priorityLow = SelectItem("low", "Low")
+detailsField = FormControl("Details", detailsArea, "Include impact, steps, and urgency")
+detailsArea = TextArea("details", "Describe the issue...", 4)
+queueTabs = Tabs([allTab, highTab])
+allTab = TabItem("all", "All recent tickets", [allTable])
+allTable = Table([allTicketCol, allSubjectCol, allPriorityCol, allStatusCol, allReceivedCol])
+allTicketCol = Col("Ticket", ["T-1042", "T-1041", "T-1040", "T-1039", "T-1038"])
+allSubjectCol = Col("Subject", ["Checkout error 500", "Password reset email missing", "Webhook deliveries delayed", "Invoice total mismatch", "App crashes on launch"])
+allPriorityCol = Col("Priority", ["High", "Medium", "High", "High", "Medium"])
+allStatusCol = Col("Status", ["New", "Triaged", "New", "Waiting", "Triaged"])
+allReceivedCol = Col("Received", ["08:42", "08:35", "08:27", "08:16", "08:04"])
+highTab = TabItem("high", "High priority only", [highNote, highTable])
+highNote = TextCallout("warning", "High priority queue", "3 of the 5 most recent tickets are high priority.")
+highTable = Table([highTicketCol, highSubjectCol, highPriorityCol, highStatusCol, highReceivedCol])
+highTicketCol = Col("Ticket", ["T-1042", "T-1040", "T-1039"])
+highSubjectCol = Col("Subject", ["Checkout error 500", "Webhook deliveries delayed", "Invoice total mismatch"])
+highPriorityCol = Col("Priority", ["High", "High", "High"])
+highStatusCol = Col("Status", ["New", "New", "Waiting"])
+highReceivedCol = Col("Received", ["08:42", "08:27", "08:16"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r4.txt
new file mode 100644
index 000000000..0e2afc35f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b2-support__r4.txt
@@ -0,0 +1,33 @@
+
+
+root = Card([header, kpiTable, ticketTable, actionsRow, followUp])
+header = CardHeader("Support Dashboard", "Good morning — here's your queue at a glance")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Open Tickets", "Avg First-Response Time"])
+kpiValue = Col("Value", ["47", "12 min 34 sec"])
+ticketTable = Table([colId, colSubject, colPriority, colAge])
+colId = Col("Ticket", ["#4218", "#4217", "#4215", "#4212", "#4209"])
+colSubject = Col("Subject", ["Login loop after password reset", "Billing discrepancy on invoice #883", "API rate-limit errors on /v2/export", "Mobile app crash on Android 14", "SSO integration timeout"])
+colPriority = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+colAge = Col("Opened", ["8 min ago", "22 min ago", "1 hr ago", "3 hrs ago", "5 hrs ago"])
+actionsRow = Card([filterBtn, newTicketDialog], "clear", "row", "m")
+filterBtn = Button("Show High-Priority Only", null, "secondary")
+newTicketDialog = DialogBlock("New Ticket", "Create a new support ticket", "Fill in the details below to open a ticket.", [newTicketForm], "primary")
+newTicketForm = Form("new-ticket", formButtons, [subjectField, priorityField, descField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [pCritical, pHigh, pMedium, pLow], "Select priority")
+pCritical = SelectItem("critical", "Critical")
+pHigh = SelectItem("high", "High")
+pMedium = SelectItem("medium", "Medium")
+pLow = SelectItem("low", "Low")
+descField = FormControl("Description", descArea)
+descArea = TextArea("description", "Describe the issue in detail…", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Create Ticket", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show only critical tickets")
+fu2 = FollowUpItem("Summarize today's SLA breaches")
+fu3 = FollowUpItem("Assign unassigned tickets to me")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..d18fcc446
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r1.txt
@@ -0,0 +1,36 @@
+
+
+root = Card([mainHeader, summaryHeading, summaryTable, nextCallout, appointmentsHeading, appointmentsTable, roomsHeading, roomsTagBlock, checkinHeading, checkinForm, dateHeading, dayNav])
+mainHeader = CardHeader("Clinic Reception - Day View", "June 10, 2026")
+summaryHeading = Heading("Today at a glance", "h2")
+summaryTable = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Patients expected today", "Checked in", "Waiting", "No-show rate this month"])
+valueCol = Col("Value", ["8", "3", "1", "8.4%"])
+nextCallout = Callout("info", "Next patient called", "Maria Lopez - 10:15 - Room 3 - Dr. Patel")
+appointmentsHeading = Heading("Today's appointments", "h2")
+appointmentsTable = Table([timeCol, patientCol, statusCol, roomCol, providerCol])
+timeCol = Col("Time", ["08:30", "09:00", "09:15", "09:45", "10:15", "10:30", "11:00", "11:30"])
+patientCol = Col("Patient", ["Daniel Kim", "Sarah Chen", "Ahmed Hassan", "John Peters", "Maria Lopez", "Emily Nguyen", "Robert Diaz", "Lisa Wong"])
+statusCol = Col("Status", ["Checked in", "Checked in", "Checked in", "Waiting", "Called", "Scheduled", "Scheduled", "Scheduled"])
+roomCol = Col("Room", ["Room 1", "Room 5", "Room 1", "Room 5", "Room 3", "Room 3", "Room 5", "Room 1"])
+providerCol = Col("Provider", ["Dr. Patel", "Dr. Nguyen", "Dr. Okafor", "Dr. Patel", "Dr. Patel", "Dr. Nguyen", "Dr. Okafor", "Dr. Patel"])
+roomsHeading = Heading("Rooms free right now", "h2")
+roomsTagBlock = TagBlock(["Room 2", "Room 4", "Room 6"])
+checkinHeading = Heading("Check in a patient", "h2")
+checkinForm = Form("patient-check-in", checkinButtons, [appointmentField, arrivalNoteField])
+appointmentField = FormControl("Appointment", appointmentSelect, "Choose an upcoming patient")
+appointmentSelect = Select("appointment", [appt1, appt2, appt3, appt4], "Select appointment")
+appt1 = SelectItem("emily-1030", "Emily Nguyen - 10:30 - Room 3")
+appt2 = SelectItem("robert-1100", "Robert Diaz - 11:00 - Room 5")
+appt3 = SelectItem("lisa-1130", "Lisa Wong - 11:30 - Room 1")
+appt4 = SelectItem("walk-in", "Walk-in patient")
+arrivalNoteField = FormControl("Arrival note", arrivalNoteInput, "Optional note for the visit")
+arrivalNoteInput = Input("arrival_note", "Arrived at front desk")
+checkinButtons = Buttons([checkinBtn, cancelBtn])
+checkinBtn = Button("Check in patient", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+dateHeading = Heading("Move to another day", "h2")
+dayNav = Buttons([prevDayBtn, todayBtn, nextDayBtn])
+prevDayBtn = Button("Previous day", null, "secondary")
+todayBtn = Button("Back to today", null, "secondary")
+nextDayBtn = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..499f37593
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r2.txt
@@ -0,0 +1,43 @@
+
+
+root = Card([header, nextPatient, statsRow, appointmentsSection, roomsSection, checkInDialog, dayNav])
+header = CardHeader("Front Desk — Day View", "Tuesday, June 17, 2025")
+nextPatient = Callout("info", "Next Patient Called", "Maria Gonzalez — Room 3 — Dr. Patel — 10:45 AM")
+statsRow = Card([expectedBadge, noShowProgress], "sunk", "row", "l")
+expectedBadge = TextCallout("neutral", "Patients Expected Today", "24 scheduled · 3 walk-ins anticipated")
+noShowProgress = Card([noShowLabel, noShowBar], "clear", "column", "s")
+noShowLabel = TextContent("No-show rate this month: 8.2%", "small-heavy")
+noShowBar = Progress(8.2, "June 2025")
+appointmentsSection = Card([apptHeader, apptTable], "clear", "column", "s")
+apptHeader = Heading("Today's Appointments", "h3")
+apptTable = Table([colTime, colPatient, colDoctor, colRoom, colStatus])
+colTime = Col("Time", ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "10:45 AM", "11:15 AM", "11:45 AM", "1:00 PM", "1:30 PM", "2:00 PM", "2:30 PM", "3:00 PM", "3:30 PM", "4:00 PM"])
+colPatient = Col("Patient", ["James Whitfield", "Aisha Rahman", "Carlos Mendez", "Linda Okafor", "Robert Chen", "Sarah Kim", "Maria Gonzalez", "David Osei", "Emily Tran", "Michael Brooks", "Fatima Al-Rashid", "Thomas Wright", "Nina Petrova", "Kevin Nguyen", "Angela Morales", "Brian Foster"])
+colDoctor = Col("Doctor", ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Singh", "Dr. Nguyen", "Dr. Patel", "Dr. Patel", "Dr. Singh", "Dr. Nguyen", "Dr. Patel", "Dr. Singh", "Dr. Nguyen", "Dr. Patel", "Dr. Singh", "Dr. Nguyen", "Dr. Patel"])
+colRoom = Col("Room", ["1", "2", "3", "4", "2", "1", "3", "5", "4", "1", "2", "3", "5", "4", "1", "2"])
+colStatus = Col("Status", ["Checked out", "Checked out", "Checked out", "Checked out", "In session", "Waiting", "Called", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+roomsSection = Card([roomsHeader, roomsTags], "clear", "column", "s")
+roomsHeader = Heading("Room Availability", "h3")
+roomsTags = TagBlock(["Room 1 — Occupied", "Room 2 — Occupied", "Room 3 — Free", "Room 4 — Free", "Room 5 — Free"])
+checkInDialog = DialogBlock("Check In Patient", "Patient Check-In", "Search and confirm the patient's arrival", [checkInForm])
+checkInForm = Form("check-in", checkInButtons, [patientSearchField, appointmentField, roomField])
+patientSearchField = FormControl("Patient name or ID", patientSearchInput, "Start typing to search")
+patientSearchInput = Input("patient_search", "e.g. Maria Gonzalez or PT-4021")
+appointmentField = FormControl("Appointment time", apptSelect)
+apptSelect = Select("appt_time", [appt1045, appt1115, appt1145, appt1300], "Select appointment slot")
+appt1045 = SelectItem("10:45", "10:45 AM — Maria Gonzalez")
+appt1115 = SelectItem("11:15", "11:15 AM — David Osei")
+appt1145 = SelectItem("11:45", "11:45 AM — Emily Tran")
+appt1300 = SelectItem("13:00", "1:00 PM — Michael Brooks")
+roomField = FormControl("Assign room", roomSelect)
+roomSelect = Select("room", [room3, room4, room5], "Available rooms")
+room3 = SelectItem("3", "Room 3")
+room4 = SelectItem("4", "Room 4")
+room5 = SelectItem("5", "Room 5")
+checkInButtons = Buttons([confirmBtn, cancelBtn])
+confirmBtn = Button("Confirm Check-In", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+dayNav = Buttons([prevDayBtn, todayBtn, nextDayBtn])
+prevDayBtn = Button("← Monday, Jun 16", null, "secondary")
+todayBtn = Button("Today", null, "primary")
+nextDayBtn = Button("Wednesday, Jun 18 →", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..dec6e9031
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r3.txt
@@ -0,0 +1,39 @@
+
+
+root = Card([header, nextCalled, overviewHeading, overviewTable, appointmentsHeading, appointmentsTable, roomsHeading, roomsTags, checkInHeading, checkInForm, dayHeading, dayButtons])
+header = CardHeader("Clinic Reception - Day View", "Thursday, June 18, 2026 - 9:42 AM")
+nextCalled = Alert("Next patient called", "Henry Patel - please proceed to Room 4. Called at 9:42 AM.", "info")
+overviewHeading = Heading("Today at a glance", "h3")
+overviewTable = Table([metricColumn, valueColumn])
+metricColumn = Col("Metric", ["Patients expected today", "No-show rate this month"])
+valueColumn = Col("Value", ["12 patients", "8.2% (4 of 49 visits)"])
+appointmentsHeading = Heading("Today's appointments", "h3")
+appointmentsTable = Table([timeColumn, patientColumn, statusColumn, roomColumn])
+timeColumn = Col("Time", ["8:30 AM", "8:45 AM", "9:00 AM", "9:15 AM", "9:30 AM", "9:45 AM", "10:00 AM", "10:30 AM", "11:00 AM", "11:30 AM", "1:15 PM", "1:45 PM"])
+patientColumn = Col("Patient", ["Maya Rodriguez", "Liam Chen", "Sofia Ali", "Noah Brooks", "Ava Lewis", "Henry Patel", "Grace Kim", "Ethan Wright", "Isabella Nguyen", "Lucas Meyer", "Amelia Ortiz", "Oliver Scott"])
+statusColumn = Col("Status", ["Completed", "Completed", "With provider", "With provider", "Waiting", "Called", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+roomColumn = Col("Room", ["Room 1", "Room 2", "Room 3", "Room 1", "Room 2", "Room 4", "Room 1", "Room 2", "Room 3", "Room 4", "Room 5", "Room 6"])
+roomsHeading = Heading("Rooms free now", "h3")
+roomsTags = TagBlock(["Room 5", "Room 6"])
+checkInHeading = Heading("Check in a patient", "h3")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, roomField])
+checkInButtons = Buttons([checkInSubmit, checkInCancel])
+checkInSubmit = Button("Check in patient", null, "primary")
+checkInCancel = Button("Cancel", null, "tertiary")
+patientField = FormControl("Patient", patientSelect)
+patientSelect = Select("patient", [graceOption, ethanOption, isabellaOption, lucasOption, ameliaOption, oliverOption], "Select a patient")
+graceOption = SelectItem("grace-kim-1000", "Grace Kim - 10:00 AM")
+ethanOption = SelectItem("ethan-wright-1030", "Ethan Wright - 10:30 AM")
+isabellaOption = SelectItem("isabella-nguyen-1100", "Isabella Nguyen - 11:00 AM")
+lucasOption = SelectItem("lucas-meyer-1130", "Lucas Meyer - 11:30 AM")
+ameliaOption = SelectItem("amelia-ortiz-1315", "Amelia Ortiz - 1:15 PM")
+oliverOption = SelectItem("oliver-scott-1345", "Oliver Scott - 1:45 PM")
+roomField = FormControl("Room", roomSelect, "Only rooms currently free are listed")
+roomSelect = Select("room", [roomFiveOption, roomSixOption], "Select an available room")
+roomFiveOption = SelectItem("room-5", "Room 5")
+roomSixOption = SelectItem("room-6", "Room 6")
+dayHeading = Heading("Move to another day", "h3")
+dayButtons = Buttons([previousDayButton, todayButton, nextDayButton])
+previousDayButton = Button("Previous day", null, "secondary")
+todayButton = Button("Today", null, "secondary")
+nextDayButton = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..004476ab8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-clinic__r4.txt
@@ -0,0 +1,52 @@
+
+
+root = Card([header, nextPatient, statsSection, appointmentsSection, roomsSection, checkInSection, dayNav])
+header = CardHeader("Reception Desk — Day View", "Tuesday, June 17, 2025")
+nextPatient = Callout("info", "Next Patient Called", "Maria Gonzalez — Room 3 — Dr. Patel — 10:45 AM")
+statsSection = Card([expectedBadge, noShowProgress], "sunk", "row", "l")
+expectedBadge = Card([expectedLabel, expectedValue], "clear", "row", "s", "center")
+expectedLabel = TextContent("Patients Expected Today:", "default")
+expectedValue = TextContent("24", "large-heavy")
+noShowProgress = Card([noShowLabel, noShowBar], "clear", "column", "xs")
+noShowLabel = TextContent("No-Show Rate (June)", "small")
+noShowBar = Progress(12, "12% this month")
+appointmentsSection = Card([apptHeader, apptTable], "card", "column", "s")
+apptHeader = Heading("Today's Appointments", "h3")
+apptTable = Table([colTime, colPatient, colDoctor, colRoom, colStatus])
+colTime = Col("Time", ["9:00 AM", "9:30 AM", "10:00 AM", "10:45 AM", "11:15 AM", "11:30 AM", "1:00 PM", "1:30 PM", "2:00 PM", "2:30 PM", "3:00 PM", "3:30 PM", "4:00 PM", "4:30 PM"])
+colPatient = Col("Patient", ["James Whitfield", "Aisha Rahman", "Tom Bradley", "Maria Gonzalez", "Linda Chen", "Robert Osei", "Karen Mitchell", "David Nguyen", "Sofia Petrov", "Alan Brooks", "Nina Patel", "George Kim", "Fatima Al-Said", "Peter Novak"])
+colDoctor = Col("Doctor", ["Dr. Patel", "Dr. Nguyen", "Dr. Patel", "Dr. Patel", "Dr. Okafor", "Dr. Nguyen", "Dr. Okafor", "Dr. Patel", "Dr. Nguyen", "Dr. Okafor", "Dr. Patel", "Dr. Nguyen", "Dr. Okafor", "Dr. Patel"])
+colRoom = Col("Room", ["1", "2", "3", "3", "4", "2", "4", "3", "1", "4", "3", "2", "1", "3"])
+colStatus = Col("Status", ["Checked In", "Checked In", "Checked In", "Called", "Waiting", "Waiting", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+roomsSection = Card([roomsHeader, roomsTags], "card", "column", "s")
+roomsHeader = Heading("Room Availability Now", "h3")
+roomsTags = TagBlock(["Room 1 — Free", "Room 2 — Free", "Room 3 — Occupied (M. Gonzalez)", "Room 4 — Free", "Room 5 — Free"])
+checkInSection = Card([checkinHeader, checkinForm], "card", "column", "s")
+checkinHeader = Heading("Check In a Patient", "h3")
+checkinForm = Form("check-in", checkinButtons, [patientNameField, apptTimeField])
+patientNameField = FormControl("Patient Name", patientNameInput, "Type the patient's full name")
+patientNameInput = Input("patient_name", "e.g. Maria Gonzalez", "text")
+apptTimeField = FormControl("Appointment Time", apptTimeSelect)
+apptTimeSelect = Select("appt_time", [t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14], "Select scheduled time")
+t1 = SelectItem("9:00", "9:00 AM")
+t2 = SelectItem("9:30", "9:30 AM")
+t3 = SelectItem("10:00", "10:00 AM")
+t4 = SelectItem("10:45", "10:45 AM")
+t5 = SelectItem("11:15", "11:15 AM")
+t6 = SelectItem("11:30", "11:30 AM")
+t7 = SelectItem("13:00", "1:00 PM")
+t8 = SelectItem("13:30", "1:30 PM")
+t9 = SelectItem("14:00", "2:00 PM")
+t10 = SelectItem("14:30", "2:30 PM")
+t11 = SelectItem("15:00", "3:00 PM")
+t12 = SelectItem("15:30", "3:30 PM")
+t13 = SelectItem("16:00", "4:00 PM")
+t14 = SelectItem("16:30", "4:30 PM")
+checkinButtons = Buttons([checkinBtn])
+checkinBtn = Button("Check In Patient", null, "primary")
+dayNav = Card([dayNavLabel, dayNavButtons], "clear", "row", "m", "center")
+dayNavLabel = TextContent("Navigate:", "small-heavy")
+dayNavButtons = Buttons([prevDayBtn, todayBtn, nextDayBtn])
+prevDayBtn = Button("← Mon, Jun 16", null, "secondary")
+todayBtn = Button("Today", null, "primary")
+nextDayBtn = Button("Wed, Jun 18 →", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r1.txt
new file mode 100644
index 000000000..19261865f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r1.txt
@@ -0,0 +1,51 @@
+
+
+root = Card([header, topBar, mostRead, readershipChart, contentTabs, scheduleDialog, followUps])
+header = CardHeader("Content Studio", "Editorial dashboard — June 2025")
+topBar = Card([categoryFilter, newDraftBtn], "clear", "row", "m", "center", "between")
+categoryFilter = FormControl("Filter by category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catCulture, catOpinion, catScience], "All categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catOpinion = SelectItem("opinion", "Opinion")
+catScience = SelectItem("science", "Science")
+newDraftBtn = Button("＋ New Draft", null, "primary")
+mostRead = Callout("success", "Most-Read This Month", "\"The Quiet Rise of Edge Computing\" — 48,200 reads, 12 min avg. session, 340 shares")
+readershipChart = AreaChart(["Jun 1", "Jun 5", "Jun 10", "Jun 15", "Jun 20", "Jun 25", "Jun 30"], [readsSeries, uniqueSeries], "natural", "Date", "Readers")
+readsSeries = Series("Total Reads", [4200, 5100, 4800, 6300, 7100, 6800, 7400])
+uniqueSeries = Series("Unique Visitors", [2800, 3400, 3100, 4200, 4700, 4500, 5000])
+contentTabs = Tabs([draftsTab, publishedTab, commentsTab])
+draftsTab = TabItem("drafts", "Drafts (5)", [draftsTable])
+draftsTable = Table([draftTitle, draftCategory, draftStatus, draftUpdated])
+draftTitle = Col("Title", ["AI in Newsrooms: A Field Guide", "The Future of Public Transit", "Why Sleep Science Is Wrong", "Urban Farming at Scale", "The Last Bookstore on Main"])
+draftCategory = Col("Category", ["Technology", "Culture", "Science", "Opinion", "Culture"])
+draftStatus = Col("Status", ["In Review", "Editing", "First Draft", "Fact-Check", "In Review"])
+draftUpdated = Col("Last Updated", ["Jun 28", "Jun 27", "Jun 25", "Jun 24", "Jun 22"])
+publishedTab = TabItem("published", "Published This Week (4)", [publishedTable])
+publishedTable = Table([pubTitle, pubDate, pubReads, pubCategory])
+pubTitle = Col("Title", ["The Quiet Rise of Edge Computing", "How Cities Are Rethinking Zoning", "Inside the mRNA Revolution", "The Art of Slow Journalism"])
+pubDate = Col("Published", ["Jun 28", "Jun 26", "Jun 25", "Jun 23"])
+pubReads = Col("Reads", ["4,820", "3,150", "2,940", "1,870"])
+pubCategory = Col("Category", ["Technology", "Culture", "Science", "Opinion"])
+commentsTab = TabItem("comments", "Comments Awaiting Reply (6)", [commentsList])
+commentsList = ListBlock([comment1, comment2, comment3, comment4, comment5, comment6])
+comment1 = ListItem("@maria_k on \"Edge Computing\"", "Great piece — would love a follow-up on security implications.", null, "Reply")
+comment2 = ListItem("@devon_r on \"Zoning Rethink\"", "This misses the perspective of small landlords entirely.", null, "Reply")
+comment3 = ListItem("@sarah_t on \"mRNA Revolution\"", "Can you cite the Phase III data source? Link seems broken.", null, "Reply")
+comment4 = ListItem("@james_w on \"Slow Journalism\"", "Finally someone said this. Sharing with my team.", null, "Reply")
+comment5 = ListItem("@lina_p on \"Edge Computing\"", "How does this compare to fog computing architectures?", null, "Reply")
+comment6 = ListItem("@omar_f on \"Zoning Rethink\"", "Would love to see a map overlay of the policy changes.", null, "Reply")
+scheduleDialog = DialogBlock("Schedule a Piece", "Schedule Publication", "Set a title and publish date for an upcoming piece.", [scheduleForm], "secondary")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Article Title", scheduleTitleInput, "Working title or final headline")
+scheduleTitleInput = Input("title", "e.g. The State of Open Source in 2025")
+scheduleDateField = FormControl("Publish Date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleSubmitBtn, scheduleCancelBtn])
+scheduleSubmitBtn = Button("Schedule", null, "primary")
+scheduleCancelBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me the editorial calendar for July")
+fu2 = FollowUpItem("Summarize reader feedback themes this month")
+fu3 = FollowUpItem("Which drafts are overdue for review?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r2.txt
new file mode 100644
index 000000000..d229b698e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r2.txt
@@ -0,0 +1,47 @@
+
+
+root = Card([header, toolbar, featured, readership, draftsSection, publishedSection, commentsSection, scheduleDrawer])
+header = CardHeader("Content Studio", "Editorial dashboard — June 2025")
+toolbar = Card([categoryFilter, newDraftBtn], "clear", "row", "m", "center", "between")
+categoryFilter = FormControl("Filter by category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catCulture, catOpinion, catScience], "All categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catOpinion = SelectItem("opinion", "Opinion")
+catScience = SelectItem("science", "Science")
+newDraftBtn = Button("＋ Start New Draft", null, "primary")
+featured = Callout("success", "Most-Read This Month", "\"The Quiet Rise of Local AI\" — 48,200 reads · 12 min avg. read time · 3,400 shares")
+readership = Card([readershipHeader, readershipChart], "sunk")
+readershipHeader = Heading("Readership — Past 30 Days", "h3")
+readershipChart = AreaChart(["Jun 1", "Jun 4", "Jun 7", "Jun 10", "Jun 13", "Jun 16", "Jun 19", "Jun 22", "Jun 25", "Jun 28"], [readsSeries], "natural", "Date", "Page Views")
+readsSeries = Series("Page Views", [4200, 5100, 4800, 6300, 7200, 6800, 8100, 9400, 8700, 10200])
+draftsSection = Card([draftsHeader, draftsTable], "card")
+draftsHeader = Heading("Drafts", "h3")
+draftsTable = Table([draftTitle, draftCategory, draftStatus, draftUpdated])
+draftTitle = Col("Title", ["AI in the Classroom", "Urban Farming Boom", "The Last Bookstore", "Quantum Computing 101", "Summer Reading List"])
+draftCategory = Col("Category", ["Technology", "Culture", "Culture", "Science", "Opinion"])
+draftStatus = Col("Status", ["In Review", "Editing", "First Draft", "In Review", "Outlining"])
+draftUpdated = Col("Last Updated", ["Jun 27", "Jun 26", "Jun 25", "Jun 24", "Jun 22"])
+publishedSection = Card([publishedHeader, publishedList], "card")
+publishedHeader = Heading("Published This Week", "h3")
+publishedList = ListBlock([pub1, pub2, pub3, pub4])
+pub1 = ListItem("The Quiet Rise of Local AI", "Technology · Jun 26 · 48,200 reads")
+pub2 = ListItem("Why Cities Are Going Car-Free", "Culture · Jun 25 · 12,800 reads")
+pub3 = ListItem("Opinion: We Need Slower News", "Opinion · Jun 24 · 9,300 reads")
+pub4 = ListItem("CRISPR's Next Frontier", "Science · Jun 23 · 15,600 reads")
+commentsSection = Card([commentsHeader, commentsList], "card")
+commentsHeader = Heading("Comments Awaiting Reply", "h3")
+commentsList = ListBlock([comment1, comment2, comment3])
+comment1 = ListItem("@reader_jane on \"The Quiet Rise of Local AI\"", "\"Great piece! Would love a follow-up on open-source models.\" · 2 hours ago")
+comment2 = ListItem("@techmike on \"Why Cities Are Going Car-Free\"", "\"The data on Copenhagen is misleading — see my thread.\" · 5 hours ago")
+comment3 = ListItem("@bookworm42 on \"Opinion: We Need Slower News\"", "\"Finally someone said it. Sharing with my whole team.\" · 1 day ago")
+scheduleDrawer = DrawerBlock("Schedule a Piece", "Schedule Publication", "Set a title and choose your publish date.", [scheduleForm])
+scheduleForm = Form("schedule-piece", scheduleButtons, [titleField, dateField])
+titleField = FormControl("Article Title", titleInput, "Working title is fine — you can edit later")
+titleInput = Input("title", "e.g. The Future of Remote Work")
+dateField = FormControl("Publish Date", dateInput)
+dateInput = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleSubmit, scheduleCancel])
+scheduleSubmit = Button("Schedule", null, "primary")
+scheduleCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r3.txt
new file mode 100644
index 000000000..d1697926c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r3.txt
@@ -0,0 +1,40 @@
+
+
+root = Card([header, filterRow, topArticle, readershipSection, contentTabs, scheduleSection, newDraftActions])
+header = CardHeader("Content Studio", "Editorial dashboard — June 2025")
+filterRow = FormControl("Filter by category", categorySelect)
+categorySelect = Select("category", [catAll, catTech, catCulture, catOpinion, catScience], "All categories")
+catAll = SelectItem("all", "All Categories")
+catTech = SelectItem("tech", "Technology")
+catCulture = SelectItem("culture", "Culture")
+catOpinion = SelectItem("opinion", "Opinion")
+catScience = SelectItem("science", "Science")
+topArticle = Callout("success", "Most-Read This Month", "\"The Quiet Rise of Local AI\" — 48,200 reads since May 15. Engagement up 32% vs. previous top article.")
+readershipSection = AreaChart(["Jun 1", "Jun 5", "Jun 10", "Jun 15", "Jun 20", "Jun 25", "Jun 30"], [readSeries], "natural", "Date", "Readers")
+readSeries = Series("Daily Readers", [3200, 4100, 3800, 5600, 6200, 5900, 7100])
+contentTabs = Tabs([draftsTab, publishedTab, commentsTab])
+draftsTab = TabItem("drafts", "Drafts", [draftsTable])
+draftsTable = Table([draftTitle, draftStatus, draftEdited])
+draftTitle = Col("Title", ["Rethinking Urban Transit", "The Ethics of Deepfakes in News", "How Soil Microbes Fight Climate Change", "Interview: Maya Chen on Open Source"])
+draftStatus = Col("Status", ["In Review", "Editing", "First Draft", "Ready to Publish"])
+draftEdited = Col("Last Edited", ["Jun 28", "Jun 27", "Jun 25", "Jun 29"])
+publishedTab = TabItem("published", "Published This Week", [publishedList])
+publishedList = ListBlock([pub1, pub2, pub3])
+pub1 = ListItem("The Quiet Rise of Local AI", "Published Jun 28 · Technology · 4,100 reads")
+pub2 = ListItem("Why Bookstores Are Thriving Again", "Published Jun 26 · Culture · 2,850 reads")
+pub3 = ListItem("Opinion: We Need a Digital Bill of Rights", "Published Jun 24 · Opinion · 3,400 reads")
+commentsTab = TabItem("comments", "Comments Awaiting Reply", [commentsList])
+commentsList = ListBlock([comment1, comment2, comment3, comment4])
+comment1 = ListItem("@reader_jane", "\"Great piece on local AI — would love a follow-up on hardware costs.\" · 2 hours ago")
+comment2 = ListItem("@techmike", "\"The transit draft misses data on ridership post-2020.\" · 5 hours ago")
+comment3 = ListItem("@soil_nerd", "\"Can you cite the Nature paper on mycorrhizal networks?\" · 1 day ago")
+comment4 = ListItem("@bookworm42", "\"This made me visit my local shop today. Thank you!\" · 1 day ago")
+scheduleSection = Form("schedule-piece", scheduleButtons, [titleField, dateField])
+titleField = FormControl("Article title", titleInput, "Working title for the scheduled piece")
+titleInput = Input("title", "Enter article title…")
+dateField = FormControl("Publish date", dateInput)
+dateInput = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn])
+scheduleBtn = Button("Schedule", null, "primary")
+newDraftActions = Buttons([newDraftBtn])
+newDraftBtn = Button("Start New Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r4.txt
new file mode 100644
index 000000000..e84dab8d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-content__r4.txt
@@ -0,0 +1,49 @@
+
+
+root = Card([header, mostRead, chart, categoryForm, tabs, scheduleDialog, newDraftButtons])
+header = CardHeader("Content Studio", "Your editorial dashboard — June 2025")
+mostRead = Callout("success", "Most-Read This Month", "\"The Future of Remote Work\" by A. Torres — 48,200 reads since June 1")
+chart = AreaChart(chartLabels, [readsSeries], "natural", "Date", "Reads")
+chartLabels = ["Jun 1", "Jun 5", "Jun 10", "Jun 15", "Jun 20", "Jun 25", "Jun 30"]
+readsSeries = Series("Daily Reads", [1240, 1870, 2430, 2080, 3150, 2760, 3620])
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [catAll, catNews, catOpinion, catFeature, catCulture], "All categories")
+catAll = SelectItem("all", "All Categories")
+catNews = SelectItem("news", "News")
+catOpinion = SelectItem("opinion", "Opinion")
+catFeature = SelectItem("feature", "Features")
+catCulture = SelectItem("culture", "Culture")
+categoryButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "secondary")
+tabs = Tabs([draftsTab, publishedTab, commentsTab])
+draftsTab = TabItem("drafts", "Drafts", [draftsTable])
+draftsTable = Table([draftTitle, draftStatus, draftCategory, draftUpdated])
+draftTitle = Col("Title", ["AI in Newsrooms", "City Budget Deep Dive", "Summer Reading List", "Interview: Mayor Chen", "Transit Expansion Plan"])
+draftStatus = Col("Status", ["In Review", "Editing", "Outline", "Research", "In Review"])
+draftCategory = Col("Category", ["Feature", "News", "Culture", "Opinion", "News"])
+draftUpdated = Col("Last Updated", ["2 hours ago", "Yesterday", "3 days ago", "1 week ago", "4 hours ago"])
+publishedTab = TabItem("published", "Published This Week", [publishedList])
+publishedList = ListBlock([pub1, pub2, pub3, pub4])
+pub1 = ListItem("The Future of Remote Work", "Mon · Feature · 48.2K reads")
+pub2 = ListItem("Local Elections: What to Watch", "Wed · News · 12.1K reads")
+pub3 = ListItem("Behind the Scenes: City Council", "Thu · News · 8.7K reads")
+pub4 = ListItem("Op-Ed: Rethinking Public Transit", "Fri · Opinion · 6.3K reads")
+commentsTab = TabItem("comments", "Comments Awaiting Reply", [commentsList])
+commentsList = ListBlock([comment1, comment2, comment3, comment4, comment5])
+comment1 = ListItem("Sarah M.", "\"Great piece on remote work — would love a follow-up on hybrid models\"", null, "Reply")
+comment2 = ListItem("James T.", "\"The budget numbers don't match the public report. Can you clarify?\"", null, "Reply")
+comment3 = ListItem("Priya K.", "\"Can you share the source for the education statistics?\"", null, "Reply")
+comment4 = ListItem("Derek W.", "\"Loved the mayor interview. Any chance of a part two?\"", null, "Reply")
+comment5 = ListItem("Lena R.", "\"The transit article missed the east-side route. Important context.\"", null, "Reply")
+scheduleDialog = DialogBlock("Schedule a Piece", "Schedule Publication", "Set a title and publish date for your next piece.", [scheduleForm])
+scheduleForm = Form("schedule-piece", scheduleButtons, [titleField, dateField])
+titleField = FormControl("Article title", titleInput, "Working title is fine — you can edit later")
+titleInput = Input("title", "e.g. Q3 Housing Report")
+dateField = FormControl("Publish date", dateInput)
+dateInput = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleBtn, cancelBtn])
+scheduleBtn = Button("Schedule", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+newDraftButtons = Buttons([newDraftBtn])
+newDraftBtn = Button("Start New Draft", null, "primary", null, "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..3d656876c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r1.txt
@@ -0,0 +1,63 @@
+
+
+root = Card([header, tags, snapshot, stageProgress, renewalAlert, sep1, actHeading, activity, sep2, contactsHeading, contacts, sep3, fuHeading, followups, sep4, actionsHeading, actionsRow], "card", "column", "l")
+
+header = CardHeader("Northwind Logistics", "Account owner: Sarah Chen • Enterprise segment • since 2021")
+tags = TagBlock(["Logistics", "Enterprise", "Health: Green", "Expansion target"])
+
+snapshot = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Total deal value", "Current deal stage", "Win probability", "Last activity", "Renewal date"])
+valueCol = Col("Value", ["$468,500", "Negotiation (Stage 4 of 5)", "75%", "Today, 9:42 AM", "June 18, 2025"])
+
+stageProgress = Progress(80, "Deal stage: Negotiation — 4 of 5")
+
+renewalAlert = Callout("warning", "Renewal approaching", "Contract renews June 18, 2025 — about 3 weeks out. Start renewal paperwork and confirm expansion terms with Dan Whitfield.")
+
+sep1 = Separator()
+actHeading = Heading("Recent activity", "h3")
+activity = ListBlock([act1, act2, act3, act4, act5])
+act1 = ListItem("Proposal v2 sent to procurement", "Today, 9:42 AM — Sarah Chen")
+act2 = ListItem("Legal redlines received from Alison Reed", "Yesterday, 4:10 PM — Legal")
+act3 = ListItem("Pricing call with Maria Lopez (CFO)", "May 22 — 45 min, agreed on TCV range")
+act4 = ListItem("Security questionnaire completed", "May 20 — Solutions Engineering")
+act5 = ListItem("Stakeholder demo for operations team", "May 16 — Sarah Chen + SE")
+
+sep2 = Separator()
+contactsHeading = Heading("Contacts", "h3")
+contacts = Table([contactName, contactRole, contactEmail])
+contactName = Col("Name", ["Maria Lopez", "Dan Whitfield", "Priya Nair", "Tom Becker", "Alison Reed"])
+contactRole = Col("Role", ["CFO — Economic buyer", "VP Operations — Champion", "Procurement Lead", "IT Director — Technical evaluator", "Legal Counsel"])
+contactEmail = Col("Email", ["maria.lopez@northwind.io", "dan.whitfield@northwind.io", "priya.nair@northwind.io", "tom.becker@northwind.io", "alison.reed@northwind.io"])
+
+sep3 = Separator()
+fuHeading = Heading("Open follow-ups", "h3")
+followups = Table([fuTask, fuOwner, fuDue, fuPriority])
+fuTask = Col("Task", ["Send revised pricing to Maria Lopez", "Book legal redline walkthrough", "Prepare QBR deck for exec sponsor", "Confirm security sign-off from IT"])
+fuOwner = Col("Owner", ["Sarah Chen", "Sarah Chen", "Alex Rivera", "Solutions Engineering"])
+fuDue = Col("Due date", ["May 30", "Jun 2", "Jun 5", "Jun 6"])
+fuPriority = Col("Priority", ["High", "Medium", "Medium", "Low"])
+
+sep4 = Separator()
+actionsHeading = Heading("Notes & call log", "h3")
+actionsRow = Card([noteForm, callForm], "sunk", "row", "l", "stretch")
+
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput, "Saved to the account activity feed")
+noteInput = TextArea("note", "e.g. Maria flagged a Q3 budget freeze risk — keep expansion scoped to current fiscal year.", 4)
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save note", null, "primary")
+
+callForm = Form("log-call", callButtons, [callDateField, outcomeField, callNotesField])
+callDateField = FormControl("Call date", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+outcomeField = FormControl("Outcome", outcomeRadio)
+outcomeRadio = RadioGroup("call_outcome", [ocConnected, ocVoicemail, ocGatekeeper, ocMeetingSet], "connected")
+ocConnected = RadioItem("Connected", "Reached the right person live", "connected")
+ocVoicemail = RadioItem("Voicemail", "Left a message", "voicemail")
+ocGatekeeper = RadioItem("Gatekeeper", "Reached assistant / front desk", "gatekeeper")
+ocMeetingSet = RadioItem("Meeting set", "Booked a follow-up", "meeting_set")
+callNotesField = FormControl("Summary", callNotesInput)
+callNotesInput = TextArea("call_summary", "Key points, objections, next steps...", 3)
+callButtons = Buttons([logCallBtn, clearCallBtn])
+logCallBtn = Button("Log call", null, "primary")
+clearCallBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..ec17e64b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r2.txt
@@ -0,0 +1,60 @@
+
+
+root = Card([header, renewalAlert, dealSummary, stageSteps, activityList, contactsTable, followUpsTable, noteForm, callLogDialog, followUps])
+header = CardHeader("Meridian Health Systems", "Owner: Sarah Chen · Enterprise Segment")
+renewalAlert = Alert("Renewal in 12 days", "Contract renews on July 18, 2025. Initiate renewal conversation immediately to avoid lapse.", "warning")
+dealSummary = Table([dealMetric, dealValue])
+dealMetric = Col("Metric", ["Total Deal Value", "Annual Contract Value", "Open Opportunities"])
+dealValue = Col("Value", ["$285,000", "$95,000 / yr", "3 active"])
+stageSteps = Steps([stage1, stage2, stage3, stage4, stage5])
+stage1 = StepsItem("Discovery", "Completed May 2 — identified pain points in patient scheduling")
+stage2 = StepsItem("Qualification", "Completed May 14 — budget confirmed at $300K, decision by Q3")
+stage3 = StepsItem("Proposal Sent", "Current stage — proposal delivered June 28, awaiting feedback")
+stage4 = StepsItem("Negotiation", "Pending")
+stage5 = StepsItem("Closed Won", "Pending")
+activityList = ListBlock([act1, act2, act3, act4, act5])
+act1 = ListItem("Proposal sent to procurement team", "Jun 28 · Email · Sarah Chen")
+act2 = ListItem("Demo with IT leadership", "Jun 24 · Meeting · 45 min")
+act3 = ListItem("Call with VP of Operations", "Jun 20 · Phone · Discussed integration timeline")
+act4 = ListItem("Pricing sheet shared", "Jun 18 · Email · Attached revised tier options")
+act5 = ListItem("Initial discovery call", "May 2 · Phone · 30 min · Sarah Chen")
+contactsTable = Table([contactName, contactRole, contactEmail, contactPhone])
+contactName = Col("Name", ["Dr. Alan Reeves", "Maria Gonzalez", "James Whitfield", "Priya Nair"])
+contactRole = Col("Role", ["CTO · Decision Maker", "VP of Operations · Champion", "Procurement Lead · Economic Buyer", "IT Manager · Technical Evaluator"])
+contactEmail = Col("Email", ["a.reeves@meridianhs.com", "m.gonzalez@meridianhs.com", "j.whitfield@meridianhs.com", "p.nair@meridianhs.com"])
+contactPhone = Col("Phone", ["(555) 201-4432", "(555) 201-8817", "(555) 201-3390", "(555) 201-6621"])
+followUpsTable = Table([fuTask, fuDue, fuPriority, fuStatus])
+fuTask = Col("Task", ["Follow up on proposal feedback", "Schedule technical deep-dive with IT", "Send revised pricing to procurement", "Confirm renewal meeting with Dr. Reeves"])
+fuDue = Col("Due Date", ["Jul 3", "Jul 8", "Jul 10", "Jul 14"])
+fuPriority = Col("Priority", ["High", "Medium", "High", "Critical"])
+fuStatus = Col("Status", ["Overdue", "Upcoming", "Upcoming", "Upcoming"])
+noteForm = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput, "Visible to you and your team")
+noteInput = TextArea("note", "e.g. Client mentioned budget approval expected next week…", 4)
+noteButtons = Buttons([noteSubmit])
+noteSubmit = Button("Save Note", null, "primary", "normal", "small")
+callLogDialog = DialogBlock("Log a Call", "Log a Call", "Record details from your latest conversation", [callForm])
+callForm = Form("call-log", callButtons, [callDateField, callContactField, callSummaryField, callOutcomeField])
+callDateField = FormControl("Call date", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("contact", [cc1, cc2, cc3, cc4], "Who did you speak with?")
+cc1 = SelectItem("reeves", "Dr. Alan Reeves")
+cc2 = SelectItem("gonzalez", "Maria Gonzalez")
+cc3 = SelectItem("whitfield", "James Whitfield")
+cc4 = SelectItem("nair", "Priya Nair")
+callSummaryField = FormControl("Summary", callSummaryInput)
+callSummaryInput = TextArea("summary", "Key discussion points…", 3)
+callOutcomeField = FormControl("Outcome", callOutcomeRadio)
+callOutcomeRadio = RadioGroup("outcome", [oc1, oc2, oc3, oc4])
+oc1 = RadioItem("Positive", "Moved the deal forward", "positive")
+oc2 = RadioItem("Neutral", "Informational, no change", "neutral")
+oc3 = RadioItem("Negative", "Raised concerns or objections", "negative")
+oc4 = RadioItem("No Answer", "Left voicemail / no response", "no_answer")
+callButtons = Buttons([callSubmit, callCancel])
+callSubmit = Button("Save Call Log", null, "primary")
+callCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me the deal timeline")
+fu2 = FollowUpItem("Draft a follow-up email to Maria Gonzalez")
+fu3 = FollowUpItem("What are the renewal terms?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..b4d09b6fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r3.txt
@@ -0,0 +1,40 @@
+root = Card([header, dealRow, renewalAlert, activitySection, contactsSection, followUpsSection, noteSection, callLogSection])
+header = CardHeader("Acme Corp", "Owner: Sarah Chen")
+dealRow = Card([dealValueText, stageBadge], "sunk", "row", "l", "center", "between")
+dealValueText = TextContent("**Total Deal Value:** $245,000", "large-heavy")
+stageBadge = Badge("Negotiation", "secondary")
+renewalAlert = Alert("Renewal approaching", "Renewal date is March 15, 2025 — only 18 days away. Begin renewal outreach now.", "warning")
+activitySection = ListBlock([act1, act2, act3, act4, act5], "number")
+act1 = ListItem("Proposal v2 sent to CTO", "Today, 9:42 AM")
+act2 = ListItem("Discovery call with VP Engineering", "Yesterday, 2:15 PM")
+act3 = ListItem("Email: pricing breakdown shared", "Feb 22, 11:03 AM")
+act4 = ListItem("Demo completed for technical team", "Feb 20, 3:00 PM")
+act5 = ListItem("Initial outreach call", "Feb 18, 10:30 AM")
+contactsSection = Table([contactName, contactRole, contactEmail])
+contactName = Col("Name", ["James Whitfield", "Priya Nair", "Tom Bradley", "Lisa Chen"])
+contactRole = Col("Role", ["CEO", "CTO", "VP Engineering", "Procurement Lead"])
+contactEmail = Col("Email", ["james@acme.com", "priya@acme.com", "tom@acme.com", "lisa@acme.com"])
+followUpsSection = Table([fuTask, fuDue, fuStatus])
+fuTask = Col("Task", ["Send revised proposal", "Schedule exec sponsor call", "Confirm security questionnaire", "Prepare renewal terms"])
+fuDue = Col("Due Date", ["Feb 28", "Mar 3", "Mar 5", "Mar 10"])
+fuStatus = Col("Status", ["In Progress", "Not Started", "Waiting on client", "Not Started"])
+noteSection = Form("quick-note", noteButtons, [noteField])
+noteField = FormControl("Jot a note", noteInput, "Visible only to you")
+noteInput = TextArea("note", "e.g. Client mentioned budget approval pending…", 3)
+noteButtons = Buttons([noteSaveBtn])
+noteSaveBtn = Button("Save note", null, "primary", "normal", "small")
+callLogSection = DialogBlock("Log a call", "Log a Call", "Record details from your latest call with this account.", [callForm], "outline")
+callForm = Form("call-log", callButtons, [callDateField, callDurationField, callSummaryField, callOutcomeField])
+callDateField = FormControl("Date", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+callDurationField = FormControl("Duration (minutes)", callDurationInput)
+callDurationInput = Input("duration", "30", "number")
+callSummaryField = FormControl("Summary", callSummaryInput)
+callSummaryInput = TextArea("summary", "Key discussion points…", 4)
+callOutcomeField = FormControl("Outcome", callOutcomeSelect)
+callOutcomeSelect = Select("outcome", [outcomePositive, outcomeNeutral, outcomeNegative], "Select outcome")
+outcomePositive = SelectItem("positive", "Positive — moving forward")
+outcomeNeutral = SelectItem("neutral", "Neutral — needs follow-up")
+outcomeNegative = SelectItem("negative", "Negative — blockers identified")
+callButtons = Buttons([callSaveBtn])
+callSaveBtn = Button("Save call log", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..32d8eb46d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-crm__r4.txt
@@ -0,0 +1,56 @@
+
+
+root = Card([header, dealValue, stageBadge, renewalDate, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followUpsHeading, followUpsTable, noteHeading, noteForm, callHeading, callForm, suggestions], "card", "column", "l")
+header = CardHeader("Acme Manufacturing", "Account owner: Maya Rodriguez")
+dealValue = TextContent("**Total deal value:** $248,000", "large-heavy")
+stageBadge = Badge("Current deal stage: Proposal", "secondary")
+renewalDate = TextContent("**Renewal date:** June 30, 2026", "default")
+renewalWarning = Callout("warning", "Renewal approaching", "Renewal is due June 30, 2026, in 14 days. Start the renewal conversation now.")
+activityHeading = Heading("Recent activity (newest first)", "h3")
+activityList = ListBlock([activity1, activity2, activity3, activity4, activity5], "number")
+activity1 = ListItem("Proposal sent to procurement", "June 12, 2026 · Email · Maya Rodriguez")
+activity2 = ListItem("Discovery call completed", "June 8, 2026 · Call · Maya Rodriguez")
+activity3 = ListItem("Technical evaluation sheet shared", "June 5, 2026 · Document · Omar Patel")
+activity4 = ListItem("Budget approved by finance", "June 3, 2026 · Internal note · Lena Fischer")
+activity5 = ListItem("Initial meeting held", "May 29, 2026 · Meeting · Maya Rodriguez")
+contactsHeading = Heading("Contacts", "h3")
+contactsTable = Table([contactNameCol, contactRoleCol, contactEmailCol])
+contactNameCol = Col("Contact", ["Lena Fischer", "Omar Patel", "Dana Whitfield", "Sam Torres"])
+contactRoleCol = Col("Role", ["Economic Buyer", "Technical Evaluator", "Procurement Lead", "Champion"])
+contactEmailCol = Col("Email", ["lena.fischer@acme.com", "omar.patel@acme.com", "dana.whitfield@acme.com", "sam.torres@acme.com"])
+followUpsHeading = Heading("Open follow-ups", "h3")
+followUpsTable = Table([followUpTaskCol, followUpDueCol, followUpOwnerCol])
+followUpTaskCol = Col("Follow-up", ["Send revised pricing", "Schedule legal review", "Confirm security questionnaire", "Book executive sponsor call"])
+followUpDueCol = Col("Due date", ["June 18, 2026", "June 20, 2026", "June 24, 2026", "June 26, 2026"])
+followUpOwnerCol = Col("Owner", ["Maya Rodriguez", "Maya Rodriguez", "Omar Patel", "Maya Rodriguez"])
+noteHeading = Heading("Jot a note", "h3")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteButtons = Buttons([saveNoteBtn])
+saveNoteBtn = Button("Save note", null, "primary")
+noteField = FormControl("Note", noteInput, "Add a quick internal note")
+noteInput = TextArea("note", "Example: Customer asked for updated implementation timeline.", 4)
+callHeading = Heading("Log a call", "h3")
+callForm = Form("log-call", callButtons, [callDateField, callContactField, callSummaryField, callOutcomeField])
+callButtons = Buttons([logCallBtn, clearCallBtn])
+logCallBtn = Button("Log call", null, "primary")
+clearCallBtn = Button("Clear", null, "tertiary")
+callDateField = FormControl("Call date", callDateInput)
+callDateInput = DatePicker("call_date", "single", [], ["2026-06-16"])
+callContactField = FormControl("Contact", callContactSelect, "Who did you speak with?")
+callContactSelect = Select("call_contact", [contactOption1, contactOption2, contactOption3, contactOption4], "Select a contact")
+contactOption1 = SelectItem("lena_fischer", "Lena Fischer")
+contactOption2 = SelectItem("omar_patel", "Omar Patel")
+contactOption3 = SelectItem("dana_whitfield", "Dana Whitfield")
+contactOption4 = SelectItem("sam_torres", "Sam Torres")
+callSummaryField = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("call_summary", "What was discussed?", 3)
+callOutcomeField = FormControl("Outcome", callOutcomeRadio)
+callOutcomeRadio = RadioGroup("call_outcome", [outcomeConnected, outcomeNoAnswer, outcomeVoicemail, outcomeNextStep], "next_step")
+outcomeConnected = RadioItem("Connected", "Spoke with the contact", "connected")
+outcomeNoAnswer = RadioItem("No answer", "No one picked up", "no_answer")
+outcomeVoicemail = RadioItem("Voicemail", "Left a voicemail", "voicemail")
+outcomeNextStep = RadioItem("Next step set", "Agreed on a follow-up action", "next_step")
+suggestions = FollowUpBlock([suggestion1, suggestion2, suggestion3])
+suggestion1 = FollowUpItem("Draft a renewal email")
+suggestion2 = FollowUpItem("Summarize open risks")
+suggestion3 = FollowUpItem("Create a follow-up task")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..f5b794967
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r1.txt
@@ -0,0 +1,28 @@
+
+
+root = Card([header, kpiTable, expenseHeader, expenseChart, txHeader, txTable, controlsSection])
+header = CardHeader("Month-End Finance Overview", "June 2025")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Cash on Hand", "Monthly Burn", "Months of Runway"])
+kpiValue = Col("Value", ["$842,000", "$127,500", "6.6 months"])
+expenseHeader = Heading("Expenses by Category", "h3")
+expenseChart = PieChart(["Engineering & Salaries", "Marketing", "Cloud & Infrastructure", "Office & Admin", "Legal & Compliance"], [68000, 22000, 15500, 12000, 10000], "donut")
+txHeader = Heading("Transactions Over $10,000", "h3")
+txTable = Table([txDate, txDesc, txCategory, txAmount])
+txDate = Col("Date", ["Jun 3", "Jun 7", "Jun 12", "Jun 18", "Jun 25"])
+txDesc = Col("Description", ["AWS Infrastructure", "Payroll — Engineering", "Google Ads Campaign", "Office Lease Q3", "Legal Retainer"])
+txCategory = Col("Category", ["Cloud", "Salaries", "Marketing", "Office", "Legal"])
+txAmount = Col("Amount", ["$15,500", "$68,000", "$12,000", "$18,000", "$10,500"])
+controlsSection = Card([monthForm, downloadBtn], "clear", "row", "l")
+monthForm = Form("month-select", formButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [optJan, optFeb, optMar, optApr, optMay, optJun], "Select month")
+optJan = SelectItem("2025-01", "January 2025")
+optFeb = SelectItem("2025-02", "February 2025")
+optMar = SelectItem("2025-03", "March 2025")
+optApr = SelectItem("2025-04", "April 2025")
+optMay = SelectItem("2025-05", "May 2025")
+optJun = SelectItem("2025-06", "June 2025")
+formButtons = Buttons([viewBtn])
+viewBtn = Button("View", null, "primary")
+downloadBtn = Button("Download Statement", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..12f4bde8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r2.txt
@@ -0,0 +1,27 @@
+
+
+root = Card([header, kpiTable, expensesChart, txSection, monthForm])
+header = CardHeader("Month-End Finance View", "June 2025 · Acme Labs Inc.")
+kpiTable = Table([kpiMetric, kpiValue, kpiNote])
+kpiMetric = Col("Metric", ["Cash on Hand", "Monthly Burn", "Months of Runway"])
+kpiValue = Col("Value", ["$847,300", "$142,600", "5.9 months"])
+kpiNote = Col("Note", ["Across all accounts", "Net cash outflow", "At current burn rate"])
+expensesChart = PieChart(["Engineering", "Marketing", "Operations", "Sales", "G&A"], [58200, 31400, 22800, 18600, 11600], "donut")
+txSection = Table([txDate, txVendor, txCategory, txAmount])
+txDate = Col("Date", ["Jun 02", "Jun 05", "Jun 12", "Jun 15", "Jun 28"])
+txVendor = Col("Vendor", ["Gusto Payroll", "AWS", "Google Ads", "WeWork Lease", "Stripe Payout"])
+txCategory = Col("Category", ["Engineering", "Engineering", "Marketing", "Operations", "Revenue Offset"])
+txAmount = Col("Amount ($)", [86400, 24750, 18200, 12000, 11300])
+monthForm = Form("month-nav", formButtons, [monthField])
+monthField = FormControl("View a different month", monthSelect)
+monthSelect = Select("month", [mJan, mFeb, mMar, mApr, mMay, mJun, mJul], "Select month")
+mJan = SelectItem("2025-01", "January 2025")
+mFeb = SelectItem("2025-02", "February 2025")
+mMar = SelectItem("2025-03", "March 2025")
+mApr = SelectItem("2025-04", "April 2025")
+mMay = SelectItem("2025-05", "May 2025")
+mJun = SelectItem("2025-06", "June 2025")
+mJul = SelectItem("2025-07", "July 2025")
+formButtons = Buttons([applyBtn, downloadBtn])
+applyBtn = Button("Apply", null, "primary")
+downloadBtn = Button("Download Statement (PDF)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..c919a53e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r3.txt
@@ -0,0 +1,29 @@
+
+
+root = Card([header, controlsRow, kpiTable, expensesHeading, expensesChart, txHeading, txTable, followUp])
+header = CardHeader("Month-End Finance", "June 2025 · Acme Labs Inc.")
+controlsRow = Card([monthSelect, downloadBtn], "clear", "row", "m", "center", "between")
+monthSelect = Select("month", [mJan, mFeb, mMar, mApr, mMay, mJun], "Choose month", null, "jun")
+mJan = SelectItem("jan", "January 2025")
+mFeb = SelectItem("feb", "February 2025")
+mMar = SelectItem("mar", "March 2025")
+mApr = SelectItem("apr", "April 2025")
+mMay = SelectItem("may", "May 2025")
+mJun = SelectItem("jun", "June 2025")
+downloadBtn = Button("Download Statement", null, "secondary")
+kpiTable = Table([kpiLabel, kpiValue, kpiNote])
+kpiLabel = Col("Metric", ["Cash on Hand", "Monthly Burn", "Runway"])
+kpiValue = Col("Value", ["$847,200", "$124,500", "6.8 months"])
+kpiNote = Col("Status", ["Healthy", "↑ 4% vs May", "Target: 6+ months"])
+expensesHeading = Heading("Expenses by Category", "h3")
+expensesChart = PieChart(["Salaries & Contractors", "Cloud & Infrastructure", "Marketing & Ads", "Office & Admin", "Legal & Compliance", "Other"], [68000, 22000, 18500, 8200, 4800, 3000], "donut")
+txHeading = Heading("Transactions Above $10,000", "h3")
+txTable = Table([txDate, txDesc, txCategory, txAmount])
+txDate = Col("Date", ["Jun 28", "Jun 25", "Jun 15", "Jun 12", "Jun 03"])
+txDesc = Col("Description", ["Payroll batch – June", "AWS monthly invoice", "Google Ads campaign", "Contractor – Dev agency", "Office lease – Q3"])
+txCategory = Col("Category", ["Salaries", "Infrastructure", "Marketing", "Contractors", "Office"])
+txAmount = Col("Amount", ["$52,000", "$14,200", "$12,500", "$15,000", "$11,000"])
+followUp = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show me the burn trend over the last 6 months")
+f2 = FollowUpItem("Break down marketing spend by channel")
+f3 = FollowUpItem("Forecast runway if burn increases 10%")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..2fc08ab07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-finance__r4.txt
@@ -0,0 +1,41 @@
+
+
+root = Card([header, kpiRow, sep1, expensesHeading, expensesChart, sep2, txHeading, txTable, sep3, controlsHeading, controlsForm, downloadBtns])
+header = CardHeader("Month-End Finance", "June 2025 · Series A Startup")
+kpiRow = Card([kpiCash, kpiBurn, kpiRunway], "clear", "row", "m")
+kpiCash = Card([cashLabel, cashValue], "sunk")
+cashLabel = TextContent("Cash on Hand", "small")
+cashValue = TextContent("$847,200", "large-heavy")
+kpiBurn = Card([burnLabel, burnValue], "sunk")
+burnLabel = TextContent("Monthly Burn", "small")
+burnValue = TextContent("$142,500", "large-heavy")
+kpiRunway = Card([runwayLabel, runwayValue], "sunk")
+runwayLabel = TextContent("Runway", "small")
+runwayValue = TextContent("5.9 months", "large-heavy")
+sep1 = Separator()
+expensesHeading = Heading("Expenses by Category", "h3")
+expensesChart = PieChart(expenseLabels, expenseValues, "donut")
+expenseLabels = ["Engineering", "Marketing", "Operations", "Sales", "G&A"]
+expenseValues = [68000, 32000, 18500, 14000, 10000]
+sep2 = Separator()
+txHeading = Heading("Transactions Above $10,000", "h3")
+txTable = Table([txDate, txDesc, txCategory, txAmount])
+txDate = Col("Date", ["Jun 3", "Jun 7", "Jun 12", "Jun 18", "Jun 24"])
+txDesc = Col("Description", ["AWS Infrastructure", "Google Ads Campaign", "Office Lease – HQ", "Contractor – Design Sprint", "Salesforce Annual License"])
+txCategory = Col("Category", ["Engineering", "Marketing", "Operations", "Engineering", "Sales"])
+txAmount = Col("Amount", ["$18,400", "$15,200", "$12,800", "$11,500", "$10,200"])
+sep3 = Separator()
+controlsHeading = Heading("View Another Month", "h3")
+controlsForm = Form("month-selector", formButtons, [monthField])
+monthField = FormControl("Select month", monthSelect)
+monthSelect = Select("month", [optJan, optFeb, optMar, optApr, optMay, optJun], "Choose a month")
+optJan = SelectItem("2025-01", "January 2025")
+optFeb = SelectItem("2025-02", "February 2025")
+optMar = SelectItem("2025-03", "March 2025")
+optApr = SelectItem("2025-04", "April 2025")
+optMay = SelectItem("2025-05", "May 2025")
+optJun = SelectItem("2025-06", "June 2025")
+formButtons = Buttons([applyBtn])
+applyBtn = Button("Apply", null, "primary")
+downloadBtns = Buttons([downloadBtn])
+downloadBtn = Button("Download Statement (PDF)", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..cc9939927
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r1.txt
@@ -0,0 +1,60 @@
+
+
+root = Card([header, refreshNote, delayedAlert, metricsHeading, kpis, onTimeProgress, carrierHeading, volumeSplitChart, weeklyHeading, weeklyVolumeChart, transitHeading, transitTable, searchHeading, searchForm, flagHeading, flagForm, followUpBlock], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "In-transit shipments, delays, carrier volume, and route actions")
+refreshNote = TextCallout("neutral", "Numbers last refreshed", "2026-06-22 14:35 UTC · Synced from TMS")
+delayedAlert = Alert("Delayed shipments", "SH-1042 Chicago → Detroit delayed 18h; SH-1078 Atlanta → Miami delayed 6h; SH-1105 Seattle → Boise delayed 12h.", "warning")
+metricsHeading = Heading("Key metrics", "h3")
+kpis = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["On-time percentage this month", "Average cost per shipment", "Shipments in transit", "Delayed shipments"])
+valueCol = Col("Value", ["91.4%", "$1,248", "8", "3"])
+onTimeProgress = Progress(91.4, "On-time performance this month")
+carrierHeading = Heading("Volume split by carrier", "h3")
+volumeSplitChart = PieChart(carrierLabels, carrierValues, "donut")
+carrierLabels = ["FastFreight", "RoadLink", "Coastal Express", "RailBridge"]
+carrierValues = [42, 27, 19, 12]
+weeklyHeading = Heading("Weekly volume across the past two months", "h3")
+weeklyVolumeChart = AreaChart(weekLabels, [weeklySeries], "natural", "Week ending", "Shipments")
+weekLabels = ["Apr 28", "May 05", "May 12", "May 19", "May 26", "Jun 02", "Jun 09", "Jun 16"]
+weeklySeries = Series("Weekly volume", [126, 143, 138, 151, 162, 149, 171, 168])
+transitHeading = Heading("Shipments in transit", "h3")
+transitTable = Table([shipmentCol, originCol, destinationCol, etaCol, statusCol])
+shipmentCol = Col("Shipment", ["SH-1042", "SH-1051", "SH-1063", "SH-1078", "SH-1084", "SH-1091", "SH-1105", "SH-1112"])
+originCol = Col("Origin", ["Chicago", "Dallas", "Newark", "Atlanta", "Denver", "Los Angeles", "Seattle", "Kansas City"])
+destinationCol = Col("Destination", ["Detroit", "Houston", "Boston", "Miami", "Salt Lake City", "Phoenix", "Boise", "St. Louis"])
+etaCol = Col("ETA", ["2026-06-22 18:40", "2026-06-22 16:15", "2026-06-22 20:05", "2026-06-23 09:30", "2026-06-22 17:55", "2026-06-23 11:20", "2026-06-23 14:10", "2026-06-22 19:25"])
+statusCol = Col("Status", ["Delayed", "On time", "On time", "Delayed", "On time", "At risk", "Delayed", "On time"])
+searchHeading = Heading("Search by route", "h3")
+searchForm = Form("route-search", searchButtons, [routeField])
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search route", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+routeField = FormControl("Route", routeInput, "Example: Chicago → Detroit")
+routeInput = Input("route", "Origin → Destination", "text")
+flagHeading = Heading("Flag a shipment", "h3")
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField, notesField])
+flagButtons = Buttons([flagBtn, cancelBtn])
+flagBtn = Button("Flag shipment", null, "primary", "destructive")
+cancelBtn = Button("Cancel", null, "tertiary")
+shipmentField = FormControl("Shipment", shipmentSelect)
+shipmentSelect = Select("shipment_id", [shipOpt1, shipOpt2, shipOpt3, shipOpt4, shipOpt5, shipOpt6, shipOpt7, shipOpt8], "Select a shipment")
+shipOpt1 = SelectItem("SH-1042", "SH-1042 · Chicago → Detroit")
+shipOpt2 = SelectItem("SH-1051", "SH-1051 · Dallas → Houston")
+shipOpt3 = SelectItem("SH-1063", "SH-1063 · Newark → Boston")
+shipOpt4 = SelectItem("SH-1078", "SH-1078 · Atlanta → Miami")
+shipOpt5 = SelectItem("SH-1084", "SH-1084 · Denver → Salt Lake City")
+shipOpt6 = SelectItem("SH-1091", "SH-1091 · Los Angeles → Phoenix")
+shipOpt7 = SelectItem("SH-1105", "SH-1105 · Seattle → Boise")
+shipOpt8 = SelectItem("SH-1112", "SH-1112 · Kansas City → St. Louis")
+reasonField = FormControl("Reason", reasonSelect)
+reasonSelect = Select("reason", [reasonOpt1, reasonOpt2, reasonOpt3, reasonOpt4], "Select a reason")
+reasonOpt1 = SelectItem("delay", "Delay risk")
+reasonOpt2 = SelectItem("damage", "Damage report")
+reasonOpt3 = SelectItem("docs", "Documentation issue")
+reasonOpt4 = SelectItem("other", "Other")
+notesField = FormControl("Notes", notesArea, "Optional context for operations follow-up")
+notesArea = TextArea("notes", "Add details...", 3)
+followUpBlock = FollowUpBlock([followDelay, followCarrier, followCost])
+followDelay = FollowUpItem("Show only delayed shipments")
+followCarrier = FollowUpItem("Explain carrier volume changes")
+followCost = FollowUpItem("Analyze average cost by lane")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..0270be318
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r2.txt
@@ -0,0 +1,54 @@
+
+
+root = Card([header, refreshNote, delayedCallout, kpis, onTimeProgress, transitTable, separatorCharts, weeklyVolume, carrierSplit, separatorActions, searchForm, flagForm, followUps])
+header = CardHeader("Logistics Coordinator Board", "Shipments, delays, carrier volume and route controls")
+refreshNote = TextContent("Numbers last refreshed: Aug 12, 2026 09:40 UTC", "small")
+delayedCallout = Callout("warning", "Delayed shipments called out", "SH-1031 Rotterdam to Chicago is delayed by port congestion. SH-1025 Shanghai to Long Beach is delayed by vessel rollover. Two shipments require exception handling.")
+kpis = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["On-time percentage this month", "Average cost per shipment", "Delayed shipments", "Data refreshed"])
+valueCol = Col("Value", ["88.2%", "$1,284", "2 of 18", "Aug 12, 2026 09:40 UTC"])
+onTimeProgress = Progress(88.2, "On-time percentage this month")
+transitTable = Table([idCol, originCol, destinationCol, etaCol, statusCol])
+idCol = Col("Shipment", ["SH-1042", "SH-1031", "SH-1018", "SH-1025", "SH-1050", "SH-1057"])
+originCol = Col("Origin", ["Shanghai", "Rotterdam", "Atlanta", "Shanghai", "Hamburg", "Singapura"])
+destinationCol = Col("Destination", ["Los Angeles", "Chicago", "Miami", "Long Beach", "Newark", "Rotterdam"])
+etaCol = Col("ETA", ["Aug 16", "Aug 13", "Aug 14", "Aug 18", "Aug 21", "Aug 25"])
+statusCol = Col("Status", ["In transit", "Delayed", "In transit", "Delayed", "In transit", "In transit"])
+separatorCharts = Separator("horizontal", true)
+weeklyVolume = LineChart(weekLabels, [volumeSeries], "natural", "Week", "Shipments")
+weekLabels = ["Jun 02", "Jun 09", "Jun 16", "Jun 23", "Jun 30", "Jul 07", "Jul 14", "Jul 21"]
+volumeSeries = Series("Weekly volume", [148, 162, 155, 171, 168, 190, 183, 197])
+carrierSplit = PieChart(carrierLabels, carrierValues, "donut", "circular")
+carrierLabels = ["DHL Freight", "Maersk Line", "FedEx Logistics", "RoadHog", "Other"]
+carrierValues = [296, 342, 188, 231, 97]
+separatorActions = Separator("horizontal", true)
+searchForm = Form("route-search", searchButtons, [routeField])
+searchButtons = Buttons([searchBtn, clearBtn])
+searchBtn = Button("Search route", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+routeField = FormControl("Search by route", routeInput, "Filter by origin, destination, or route name")
+routeInput = Input("route", "e.g. Shanghai to Los Angeles")
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField, notesField])
+flagButtons = Buttons([flagSubmit, flagCancel])
+flagSubmit = Button("Flag shipment", null, "primary")
+flagCancel = Button("Cancel", null, "tertiary")
+shipmentField = FormControl("Shipment to flag", shipmentSelect)
+shipmentSelect = Select("shipment", [opt1, opt2, opt3, opt4, opt5, opt6], "Select a shipment")
+opt1 = SelectItem("SH-1042", "SH-1042 — Shanghai to Los Angeles")
+opt2 = SelectItem("SH-1031", "SH-1031 — Rotterdam to Chicago")
+opt3 = SelectItem("SH-1018", "SH-1018 — Atlanta to Miami")
+opt4 = SelectItem("SH-1025", "SH-1025 — Shanghai to Long Beach")
+opt5 = SelectItem("SH-1050", "SH-1050 — Hamburg to Newark")
+opt6 = SelectItem("SH-1057", "SH-1057 — Singapura to Rotterdam")
+reasonField = FormControl("Flag reason", reasonRadio)
+reasonRadio = RadioGroup("reason", [reasonDelay, reasonDamage, reasonDocs, reasonOther], "delay-risk")
+reasonDelay = RadioItem("Delay risk", "Likely to miss ETA", "delay-risk")
+reasonDamage = RadioItem("Damage concern", "Possible cargo damage", "damage")
+reasonDocs = RadioItem("Documentation issue", "Customs or paperwork blocked", "documentation")
+reasonOther = RadioItem("Other", "Manual review required", "other")
+notesField = FormControl("Notes", notesInput, "Optional context for the operations team")
+notesInput = Input("notes", "Add any special instructions")
+followUps = FollowUpBlock([f1, f2, f3])
+f1 = FollowUpItem("Show only delayed shipments")
+f2 = FollowUpItem("Show carrier cost breakdown")
+f3 = FollowUpItem("Refresh board data")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..17562ae60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r3.txt
@@ -0,0 +1,45 @@
+
+
+root = Card([header, refreshNote, delayedAlert, kpis, searchHeading, searchForm, shipmentsHeading, shipmentsTable, flagHeading, flagForm, carrierHeading, carrierChart, weeklyHeading, weeklyChart])
+header = CardHeader("Logistics Coordinator Board", "Active shipments, exceptions, carrier volume, and weekly throughput")
+refreshNote = TextContent("Numbers last refreshed: Jun 17, 2026 14:05 UTC", "small")
+delayedAlert = Alert("Delayed shipments", "SH-1042 Shanghai → Rotterdam is delayed by 2 days due to port congestion. SH-1078 Atlanta → Chicago is delayed by 1 day due to severe weather.", "warning")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["On-time percentage this month", "Average cost per shipment", "Active shipments in transit", "Delayed shipments"])
+kpiValue = Col("Value", ["91.4%", "$2,385", "6", "2"])
+searchHeading = Heading("Search by route", "h3")
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Route", routeInput, "Search by origin, destination, or route pair")
+routeInput = Input("route", "Shanghai → Rotterdam", "text")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search routes", null, "primary")
+shipmentsHeading = Heading("Shipments in transit", "h3")
+shipmentsTable = Table([shipmentCol, originCol, destinationCol, etaCol, statusCol])
+shipmentCol = Col("Shipment", ["SH-1042", "SH-1051", "SH-1063", "SH-1078", "SH-1084", "SH-1091"])
+originCol = Col("Origin", ["Shanghai", "Ho Chi Minh City", "Hamburg", "Atlanta", "Mumbai", "Shenzhen"])
+destinationCol = Col("Destination", ["Rotterdam", "Los Angeles", "New York", "Chicago", "Dubai", "Sydney"])
+etaCol = Col("ETA", ["2026-06-21", "2026-06-19", "2026-06-20", "2026-06-18", "2026-06-19", "2026-06-24"])
+statusCol = Col("Status", ["Delayed", "In transit", "Customs hold", "Delayed", "In transit", "At risk"])
+flagHeading = Heading("Flag a shipment", "h3")
+flagForm = Form("flag-shipment", flagButtons, [flagShipmentField, flagReasonField])
+flagShipmentField = FormControl("Shipment", flagShipmentSelect, "Select the shipment that needs attention")
+flagShipmentSelect = Select("shipment_id", [flagOpt1, flagOpt2, flagOpt3, flagOpt4, flagOpt5, flagOpt6], "Choose a shipment")
+flagOpt1 = SelectItem("SH-1042", "SH-1042 — Shanghai → Rotterdam")
+flagOpt2 = SelectItem("SH-1051", "SH-1051 — Ho Chi Minh City → Los Angeles")
+flagOpt3 = SelectItem("SH-1063", "SH-1063 — Hamburg → New York")
+flagOpt4 = SelectItem("SH-1078", "SH-1078 — Atlanta → Chicago")
+flagOpt5 = SelectItem("SH-1084", "SH-1084 — Mumbai → Dubai")
+flagOpt6 = SelectItem("SH-1091", "SH-1091 — Shenzhen → Sydney")
+flagReasonField = FormControl("Reason", flagReasonInput, "Visible to dispatch and exception management")
+flagReasonInput = TextArea("reason", "Describe the issue, risk, or required follow-up", 3)
+flagButtons = Buttons([flagBtn, cancelBtn])
+flagBtn = Button("Flag shipment", null, "primary", "destructive")
+cancelBtn = Button("Cancel", null, "tertiary")
+carrierHeading = Heading("Volume split by carrier", "h3")
+carrierChart = PieChart(carrierLabels, carrierValues, "donut")
+carrierLabels = ["Oceanic Lines", "RoadLink", "AirExpress", "RailNorth", "LastMile Partners"]
+carrierValues = [412, 287, 196, 154, 98]
+weeklyHeading = Heading("Weekly volume — past two months", "h3")
+weeklyChart = BarChart(weeklyLabels, [weeklySeries], "grouped", "Week", "Shipments")
+weeklyLabels = ["Apr 21", "Apr 28", "May 5", "May 12", "May 19", "May 26", "Jun 2", "Jun 9"]
+weeklySeries = Series("Shipments", [286, 301, 318, 295, 342, 366, 351, 372])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..156c06f9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-freight__r4.txt
@@ -0,0 +1,44 @@
+
+
+root = Card([header, lastRefreshed, delayedAlert, kpiRow, shipmentsHeading, shipmentTable, analyticsHeading, carrierChart, volumeChart, searchHeading, searchSection, flagSection])
+header = CardHeader("Logistics Coordinator Board", "Real-time shipment tracking & performance analytics")
+lastRefreshed = TextContent("Data last refreshed: 2025-01-15 at 08:42 UTC", "small")
+delayedAlert = Alert("2 Delayed Shipments", "SHP-1042 (Chicago → Denver) delayed 6h — severe weather. SHP-1087 (Atlanta → Miami) delayed 3h — customs hold.", "warning")
+kpiRow = Card([onTimeProgress, avgCost], "sunk", "row", "l")
+onTimeProgress = Progress(94.2, "On-Time Delivery Rate — January 2025")
+avgCost = TextContent("Average Cost per Shipment: $1,247.50", "large-heavy")
+shipmentsHeading = Heading("Shipments in Transit", "h2")
+shipmentTable = Table([colId, colOrigin, colDest, colEta, colStatus])
+colId = Col("Shipment ID", ["SHP-1038", "SHP-1042", "SHP-1051", "SHP-1063", "SHP-1074", "SHP-1087", "SHP-1092"])
+colOrigin = Col("Origin", ["Los Angeles", "Chicago", "Seattle", "Dallas", "New York", "Atlanta", "Portland"])
+colDest = Col("Destination", ["Phoenix", "Denver", "San Francisco", "Houston", "Boston", "Miami", "Sacramento"])
+colEta = Col("ETA", ["Jan 15, 14:00", "Jan 15, 22:00", "Jan 16, 06:00", "Jan 16, 11:30", "Jan 16, 18:00", "Jan 17, 09:00", "Jan 17, 15:45"])
+colStatus = Col("Status", ["In Transit", "Delayed", "In Transit", "In Transit", "In Transit", "Delayed", "In Transit"])
+analyticsHeading = Heading("Analytics", "h2")
+carrierChart = PieChart(["FedEx", "UPS", "DHL", "USPS", "XPO"], [38, 27, 18, 11, 6], "donut")
+volumeChart = AreaChart(["W1 Nov", "W2 Nov", "W3 Nov", "W4 Nov", "W1 Dec", "W2 Dec", "W3 Dec", "W4 Dec", "W1 Jan", "W2 Jan"], [volSeries], "natural", "Week", "Shipments")
+volSeries = Series("Weekly Volume", [312, 287, 345, 298, 356, 401, 378, 422, 389, 415])
+searchHeading = Heading("Search by Route", "h2")
+searchSection = Form("route-search", searchButtons, [originField, destField])
+originField = FormControl("Origin city", originInput)
+originInput = Input("origin", "e.g. Chicago")
+destField = FormControl("Destination city", destInput)
+destInput = Input("destination", "e.g. Denver")
+searchButtons = Buttons([searchBtn])
+searchBtn = Button("Search Route", null, "primary")
+flagSection = DialogBlock("Flag a Shipment", "Flag Shipment for Review", "Select a shipment and provide a reason for flagging.", [flagForm])
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField])
+shipmentField = FormControl("Shipment ID", shipmentSelect)
+shipmentSelect = Select("shipment_id", [opt1, opt2, opt3, opt4, opt5, opt6, opt7], "Select shipment")
+opt1 = SelectItem("SHP-1038", "SHP-1038 — LA → Phoenix")
+opt2 = SelectItem("SHP-1042", "SHP-1042 — Chicago → Denver")
+opt3 = SelectItem("SHP-1051", "SHP-1051 — Seattle → SF")
+opt4 = SelectItem("SHP-1063", "SHP-1063 — Dallas → Houston")
+opt5 = SelectItem("SHP-1074", "SHP-1074 — NY → Boston")
+opt6 = SelectItem("SHP-1087", "SHP-1087 — Atlanta → Miami")
+opt7 = SelectItem("SHP-1092", "SHP-1092 — Portland → Sacramento")
+reasonField = FormControl("Reason for flagging", reasonInput)
+reasonInput = TextArea("reason", "Describe the issue...", 3)
+flagButtons = Buttons([flagSubmitBtn, flagCancelBtn])
+flagSubmitBtn = Button("Submit Flag", null, "primary")
+flagCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..0641cc976
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r1.txt
@@ -0,0 +1,64 @@
+root = Card([header, kpiTable, sep1, rolesHeading, rolesTable, sep2, pipelineHeading, pipelineChart, sep3, deptHeading, deptChart, sep4, interviewsHeading, interviewsList, sep5, attritionHeading, attritionChart, sep6, newRoleDialog])
+header = CardHeader("Hiring Overview", "Q2 2025 · Updated today")
+kpiTable = Table([kpiLabel, kpiValue, kpiDelta])
+kpiLabel = Col("Metric", ["Current Headcount", "Open Roles", "Avg Time to Hire", "Offer Acceptance Rate"])
+kpiValue = Col("Value", ["247", "12", "34 days", "87%"])
+kpiDelta = Col("Trend", ["+8 this quarter", "+3 this month", "-2 days vs last quarter", "+4% vs last quarter"])
+sep1 = Separator()
+rolesHeading = Heading("Open Roles", "h2")
+rolesTable = Table([roleName, roleDept, roleLevel, roleDays, roleHiringMgr])
+roleName = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "DevOps Engineer", "Marketing Manager", "Frontend Engineer", "People Ops Specialist", "Solutions Architect", "Content Strategist", "QA Engineer", "Finance Manager"])
+roleDept = Col("Department", ["Engineering", "Design", "Sales", "Analytics", "Engineering", "Marketing", "Engineering", "HR", "Engineering", "Marketing", "Engineering", "Finance"])
+roleLevel = Col("Level", ["Senior", "Mid", "Mid", "Junior", "Senior", "Senior", "Mid", "Mid", "Staff", "Mid", "Mid", "Senior"])
+roleDays = Col("Days Open", [42, 28, 35, 14, 51, 22, 18, 9, 63, 31, 25, 12])
+roleHiringMgr = Col("Hiring Manager", ["A. Chen", "M. Torres", "J. Williams", "R. Patel", "A. Chen", "K. Nguyen", "A. Chen", "S. Brooks", "L. Park", "K. Nguyen", "A. Chen", "D. Foster"])
+sep2 = Separator()
+pipelineHeading = Heading("Candidate Pipeline", "h2")
+pipelineChart = BarChart(["Applied", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("All Roles", [184, 92, 47, 14, 6])
+sep3 = Separator()
+deptHeading = Heading("Headcount by Department", "h2")
+deptChart = PieChart(["Engineering", "Product", "Design", "Sales", "Marketing", "Operations", "HR", "Finance"], [82, 24, 18, 45, 22, 31, 12, 13], "donut")
+sep4 = Separator()
+interviewsHeading = Heading("Interviews This Week", "h2")
+interviewsList = ListBlock([int1, int2, int3, int4, int5, int6, int7, int8])
+int1 = ListItem("Senior Backend Engineer — Panel", "Mon 10:00 · A. Chen, R. Patel, L. Park")
+int2 = ListItem("Product Designer — Portfolio Review", "Mon 14:00 · M. Torres, J. Kim")
+int3 = ListItem("Account Executive — Hiring Manager", "Tue 09:30 · J. Williams")
+int4 = ListItem("DevOps Engineer — Technical", "Tue 11:00 · A. Chen, S. Gupta")
+int5 = ListItem("Data Analyst — Case Study", "Wed 13:00 · R. Patel")
+int6 = ListItem("Marketing Manager — Culture Fit", "Wed 15:30 · K. Nguyen, S. Brooks")
+int7 = ListItem("Solutions Architect — System Design", "Thu 10:00 · L. Park, A. Chen")
+int8 = ListItem("Frontend Engineer — Pair Programming", "Fri 11:00 · A. Chen, T. Osei")
+sep5 = Separator()
+attritionHeading = Heading("Attrition — Last 6 Months", "h2")
+attritionChart = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attrSeries], "natural", "Month", "Departures")
+attrSeries = Series("Voluntary Attrition", [5, 3, 7, 4, 6, 3])
+sep6 = Separator()
+newRoleDialog = DialogBlock("Open New Role", "Requisition Form", "Submit a new hiring request for approval.", [newRoleForm], "primary")
+newRoleForm = Form("new-role", newRoleButtons, [roleTitleField, deptField, levelField, justificationField, urgencyField])
+roleTitleField = FormControl("Role Title", roleTitleInput, "e.g. Senior Backend Engineer")
+roleTitleInput = Input("role_title", "Enter role title")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptProd, deptDesign, deptSales, deptMkt, deptOps, deptHR, deptFin], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product")
+deptDesign = SelectItem("design", "Design")
+deptSales = SelectItem("sales", "Sales")
+deptMkt = SelectItem("marketing", "Marketing")
+deptOps = SelectItem("operations", "Operations")
+deptHR = SelectItem("hr", "HR")
+deptFin = SelectItem("finance", "Finance")
+levelField = FormControl("Level", levelRadio)
+levelRadio = RadioGroup("level", [lvlJr, lvlMid, lvlSr, lvlStaff])
+lvlJr = RadioItem("Junior", "0–2 years experience", "junior")
+lvlMid = RadioItem("Mid", "2–5 years experience", "mid")
+lvlSr = RadioItem("Senior", "5–8 years experience", "senior")
+lvlStaff = RadioItem("Staff", "8+ years experience", "staff")
+justificationField = FormControl("Business Justification", justificationArea, "Explain why this role is needed")
+justificationArea = TextArea("justification", "Describe the business need…", 4)
+urgencyField = FormControl("Target Start Date", urgencyPicker)
+urgencyPicker = DatePicker("start_date", "single")
+newRoleButtons = Buttons([submitRoleBtn, cancelRoleBtn])
+submitRoleBtn = Button("Submit for Approval", null, "primary")
+cancelRoleBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..383f0aa8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r2.txt
@@ -0,0 +1,58 @@
+
+
+root = Card([header, kpis, openRolesSection, pipelineSection, headcountSection, interviewsSection, attritionSection, actions])
+header = CardHeader("Hiring Overview", "Q2 2025 · Last updated today")
+kpis = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Current Headcount", "Open Roles", "Avg Time to Hire", "Offer Acceptance Rate"])
+kpiValue = Col("Value", ["247", "18", "34 days", "82%"])
+openRolesSection = SectionBlock([openRolesItem], false)
+openRolesItem = SectionItem("open-roles", "Open Roles by Department", [openRolesTable])
+openRolesTable = Table([roleCol, deptCol, statusCol, daysCol])
+roleCol = Col("Role", ["Senior Frontend Engineer", "Product Manager", "Data Analyst", "DevOps Engineer", "UX Designer", "Backend Engineer", "QA Lead", "Marketing Specialist"])
+deptCol = Col("Department", ["Engineering", "Product", "Analytics", "Engineering", "Design", "Engineering", "Engineering", "Marketing"])
+statusCol = Col("Status", ["Active", "Active", "Screening", "Active", "Active", "On Hold", "Active", "Screening"])
+daysCol = Col("Days Open", [12, 28, 7, 45, 19, 60, 9, 14])
+pipelineSection = SectionBlock([pipelineItem], false)
+pipelineItem = SectionItem("pipeline", "Candidate Pipeline", [pipelineChart])
+pipelineChart = HorizontalBarChart(["Applied", "Phone Screen", "Technical", "Onsite", "Offer", "Hired"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [312, 148, 74, 38, 12, 8])
+headcountSection = SectionBlock([headcountItem], false)
+headcountItem = SectionItem("headcount", "Headcount by Department", [headcountChart])
+headcountChart = PieChart(["Engineering", "Product", "Design", "Marketing", "Sales", "Operations", "Analytics"], [82, 28, 18, 24, 45, 30, 20], "donut")
+interviewsSection = SectionBlock([interviewsItem], false)
+interviewsItem = SectionItem("interviews", "Interviews This Week", [interviewsTable])
+interviewsTable = Table([dayCol, candidateCol, roleIntCol, interviewerCol, timeCol])
+dayCol = Col("Day", ["Mon", "Mon", "Tue", "Wed", "Wed", "Thu", "Fri"])
+candidateCol = Col("Candidate", ["A. Chen", "M. Rodriguez", "S. Patel", "J. Kim", "L. Nguyen", "R. Thompson", "D. Okafor"])
+roleIntCol = Col("Role", ["Sr. Frontend Eng", "Product Manager", "Data Analyst", "DevOps Engineer", "UX Designer", "Backend Eng", "QA Lead"])
+interviewerCol = Col("Interviewer", ["T. Walsh", "K. Brooks", "N. Garcia", "T. Walsh", "P. Adams", "K. Brooks", "N. Garcia"])
+timeCol = Col("Time", ["10:00 AM", "2:00 PM", "11:30 AM", "9:00 AM", "3:30 PM", "1:00 PM", "10:30 AM"])
+attritionSection = SectionBlock([attritionItem], false)
+attritionItem = SectionItem("attrition", "Attrition Trend (6 Months)", [attritionChart])
+attritionChart = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [4, 6, 3, 7, 5, 8])
+actions = Buttons([openRoleBtn])
+openRoleBtn = DialogBlock("Open New Role", "Create a Requisition", "Fill in the details below to open a new hiring requisition.", [openRoleForm], "primary")
+openRoleForm = Form("new-role", formButtons, [roleNameField, deptField, levelField, justificationField])
+roleNameField = FormControl("Role Title", roleNameInput)
+roleNameInput = Input("role_title", "e.g. Senior Backend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptProd, deptDesign, deptMkt, deptSales, deptOps, deptAnalytics], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product")
+deptDesign = SelectItem("design", "Design")
+deptMkt = SelectItem("marketing", "Marketing")
+deptSales = SelectItem("sales", "Sales")
+deptOps = SelectItem("operations", "Operations")
+deptAnalytics = SelectItem("analytics", "Analytics")
+levelField = FormControl("Level", levelRadio)
+levelRadio = RadioGroup("level", [levelJr, levelMid, levelSr, levelLead])
+levelJr = RadioItem("Junior", "0–2 years experience", "junior")
+levelMid = RadioItem("Mid", "2–5 years experience", "mid")
+levelSr = RadioItem("Senior", "5–8 years experience", "senior")
+levelLead = RadioItem("Lead", "8+ years experience", "lead")
+justificationField = FormControl("Business Justification", justificationArea, "Briefly explain why this role is needed")
+justificationArea = TextArea("justification", "Describe the business need...", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit Requisition", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..33c30c57d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r3.txt
@@ -0,0 +1,59 @@
+
+
+root = Card([header, kpis, openRolesHeading, openRolesTable, pipelineHeading, pipelineChart, departmentHeading, departmentChart, interviewsHeading, interviewsTable, attritionHeading, attritionChart, newRoleHeading, newRoleForm], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Company-wide recruiting snapshot")
+kpis = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Current headcount", "Open roles", "Candidates in pipeline", "Average time to hire", "Attrition (latest month)"])
+valueCol = Col("Value", ["248", "8", "256", "31 days", "5.8%"])
+openRolesHeading = Heading("Open Roles", "h2")
+openRolesTable = Table([roleCol, openRoleDeptCol, hiringManagerCol, daysOpenCol])
+roleCol = Col("Role", ["Senior Frontend Engineer", "Backend Engineer", "Product Manager", "UX Designer", "Data Analyst", "Recruiter", "Account Executive", "Customer Success Manager"])
+openRoleDeptCol = Col("Department", ["Engineering", "Engineering", "Product", "Design", "Data", "People", "Sales", "Customer Success"])
+hiringManagerCol = Col("Hiring manager", ["Sarah Kim", "Sarah Kim", "Diego Ramos", "Priya Shah", "Li Wei", "Amara Johnson", "Tom Baker", "Nalani Moore"])
+daysOpenCol = Col("Days open", [24, 18, 31, 12, 20, 9, 16, 22], "number")
+pipelineHeading = Heading("Candidates by Pipeline Stage", "h2")
+pipelineChart = BarChart(pipelineLabels, [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineLabels = ["Applied", "Screening", "Interview", "Offer"]
+pipelineSeries = Series("Candidates", [142, 64, 41, 9])
+departmentHeading = Heading("Headcount Split by Department", "h2")
+departmentChart = PieChart(departmentLabels, departmentValues, "donut", "circular")
+departmentLabels = ["Engineering", "Sales", "Customer Success", "Product", "Design", "Data", "People"]
+departmentValues = [96, 48, 35, 24, 18, 14, 13]
+interviewsHeading = Heading("Interviews Scheduled This Week", "h2")
+interviewsTable = Table([interviewDayCol, interviewTimeCol, interviewCandidateCol, interviewRoleCol, interviewPanelCol])
+interviewDayCol = Col("Day", ["Monday", "Monday", "Tuesday", "Tuesday", "Wednesday", "Thursday", "Thursday", "Friday"])
+interviewTimeCol = Col("Time", ["10:00", "14:30", "09:30", "13:00", "11:00", "10:00", "15:30", "09:00"])
+interviewCandidateCol = Col("Candidate", ["Maya Chen", "Jordan Ellis", "Priya Patel", "Sam Okafor", "Elena Petrov", "Noah Kim", "Aisha Bello", "Lucas Silva"])
+interviewRoleCol = Col("Role", ["Senior Frontend Engineer", "Backend Engineer", "Product Manager", "Data Analyst", "UX Designer", "Account Executive", "Customer Success Manager", "Recruiter"])
+interviewPanelCol = Col("Panel", ["Engineering panel", "Engineering panel", "Product panel", "Data panel", "Design panel", "Sales panel", "CS panel", "People panel"])
+attritionHeading = Heading("Attrition Over the Past Six Months", "h2")
+attritionChart = LineChart(attritionLabels, [attritionSeries], "natural", "Month", "Attrition %")
+attritionLabels = ["Sep", "Oct", "Nov", "Dec", "Jan", "Feb"]
+attritionSeries = Series("Attrition", [4.2, 4.8, 5.1, 6.0, 5.6, 5.8])
+newRoleHeading = Heading("Open a New Role", "h2")
+newRoleForm = Form("open-role", formButtons, [roleTitleField, departmentField, locationField, headcountField, priorityField, justificationField])
+roleTitleField = FormControl("Role title", roleTitleInput)
+roleTitleInput = Input("role_title", "e.g. Senior Data Engineer", "text", ["required"])
+departmentField = FormControl("Department", departmentSelect)
+departmentSelect = Select("department", [deptEngineering, deptProduct, deptDesign, deptData, deptSales, deptCustomerSuccess, deptPeople], "Select a department", ["required"])
+deptEngineering = SelectItem("engineering", "Engineering")
+deptProduct = SelectItem("product", "Product")
+deptDesign = SelectItem("design", "Design")
+deptData = SelectItem("data", "Data")
+deptSales = SelectItem("sales", "Sales")
+deptCustomerSuccess = SelectItem("customer-success", "Customer Success")
+deptPeople = SelectItem("people", "People")
+locationField = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. New York / Remote", "text", ["required"])
+headcountField = FormControl("Number of openings", headcountSlider, "Choose 1 to 5 openings")
+headcountSlider = Slider("headcount", "discrete", 1, 5, 1, [1], "Openings", ["required"])
+priorityField = FormControl("Priority", priorityRadio)
+priorityRadio = RadioGroup("priority", [priorityHigh, priorityMedium, priorityLow], "medium", ["required"])
+priorityHigh = RadioItem("High", "Fill urgently", "high")
+priorityMedium = RadioItem("Medium", "Fill this quarter", "medium")
+priorityLow = RadioItem("Low", "Backfill when possible", "low")
+justificationField = FormControl("Business justification", justificationTextArea)
+justificationTextArea = TextArea("justification", "Explain the business need for this role", 4, ["required"])
+formButtons = Buttons([submitBtn, saveDraftBtn], "row")
+submitBtn = Button("Open role", null, "primary")
+saveDraftBtn = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..b0b28e4de
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-hr__r4.txt
@@ -0,0 +1,52 @@
+root = Card([header, kpiTable, openRolesHeading, openRolesTable, pipelineHeading, pipelineChart, deptHeading, deptChart, interviewsHeading, interviewsTable, attritionHeading, attritionChart, openRoleDialog])
+header = CardHeader("Hiring Overview", "Q2 2025 · Last updated today")
+kpiTable = Table([kpiLabel, kpiValue])
+kpiLabel = Col("Metric", ["Current Headcount", "Open Roles", "Avg Time to Hire", "Offer Acceptance Rate"])
+kpiValue = Col("Value", ["247", "12", "34 days", "87%"])
+openRolesHeading = Heading("Open Roles", "h2")
+openRolesTable = Table([roleCol, deptCol, statusCol, daysOpenCol])
+roleCol = Col("Role", ["Sr. Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "DevOps Engineer", "Marketing Manager"])
+deptCol = Col("Department", ["Engineering", "Design", "Sales", "Engineering", "Engineering", "Marketing"])
+statusCol = Col("Status", ["Active", "Active", "Active", "Interviewing", "Active", "Active"])
+daysOpenCol = Col("Days Open", [18, 32, 11, 45, 7, 22])
+pipelineHeading = Heading("Candidate Pipeline", "h2")
+pipelineChart = HorizontalBarChart(["Applied", "Phone Screen", "Technical", "Onsite", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [156, 89, 54, 32, 12, 8])
+deptHeading = Heading("Headcount by Department", "h2")
+deptChart = PieChart(["Engineering", "Product", "Design", "Sales", "Marketing", "Operations"], [98, 34, 22, 41, 28, 24], "donut")
+interviewsHeading = Heading("Interviews This Week", "h2")
+interviewsTable = Table([candidateCol, roleIntCol, dateCol, interviewerCol, typeCol])
+candidateCol = Col("Candidate", ["Ava Chen", "Marcus Webb", "Priya Sharma", "James Okafor", "Lena Torres"])
+roleIntCol = Col("Role", ["Sr. Backend Engineer", "Data Analyst", "Product Designer", "DevOps Engineer", "Account Executive"])
+dateCol = Col("Date", ["Mon Jun 9", "Tue Jun 10", "Wed Jun 11", "Thu Jun 12", "Fri Jun 13"])
+interviewerCol = Col("Interviewer", ["D. Kim", "R. Patel", "S. Nguyen", "T. Brooks", "M. Garcia"])
+typeCol = Col("Type", ["Technical", "Case Study", "Portfolio", "System Design", "Behavioral"])
+attritionHeading = Heading("Attrition Trend (6 Months)", "h2")
+attritionChart = LineChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [attritionSeries], "natural", "Month", "Attrition %")
+attritionSeries = Series("Attrition %", [3.2, 2.8, 4.1, 3.5, 2.9, 2.4])
+openRoleDialog = DialogBlock("Open New Role", "Open a New Role", "Fill in the details to submit a headcount request.", [openRoleForm], "primary")
+openRoleForm = Form("new-role", formButtons, [roleTitleField, deptField, levelField, managerField, justificationField])
+roleTitleField = FormControl("Role Title", roleTitleInput)
+roleTitleInput = Input("role_title", "e.g. Sr. Frontend Engineer")
+deptField = FormControl("Department", deptSelect)
+deptSelect = Select("department", [deptEng, deptProd, deptDesign, deptSales, deptMkt, deptOps], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptProd = SelectItem("product", "Product")
+deptDesign = SelectItem("design", "Design")
+deptSales = SelectItem("sales", "Sales")
+deptMkt = SelectItem("marketing", "Marketing")
+deptOps = SelectItem("operations", "Operations")
+levelField = FormControl("Level", levelSelect)
+levelSelect = Select("level", [lvlIC1, lvlIC2, lvlIC3, lvlMgr, lvlDir], "Select level")
+lvlIC1 = SelectItem("ic1", "IC1 — Junior")
+lvlIC2 = SelectItem("ic2", "IC2 — Mid")
+lvlIC3 = SelectItem("ic3", "IC3 — Senior")
+lvlMgr = SelectItem("mgr", "Manager")
+lvlDir = SelectItem("dir", "Director")
+managerField = FormControl("Hiring Manager", managerInput)
+managerInput = Input("hiring_manager", "e.g. Dana Kim")
+justificationField = FormControl("Business Justification", justificationArea, "Briefly explain why this role is needed")
+justificationArea = TextArea("justification", "Describe the business need…", 4)
+formButtons = Buttons([submitBtn, cancelBtn])
+submitBtn = Button("Submit Request", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..8d4920714
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r1.txt
@@ -0,0 +1,51 @@
+
+
+root = Card([header, filterForm, kpis, engagementHeading, engagementChart, enrollmentHeading, enrollmentChart, atRiskHeading, atRiskTable, messageDialog, followUps])
+header = CardHeader("Training Platform Analytics", "Weekly overview — updated today")
+filterForm = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Filter by cohort", cohortSelect, "Narrow all metrics to a specific cohort")
+cohortSelect = Select("cohort", [cohortAll, cohortQ1, cohortQ2, cohortQ3, cohortEnterprise], "All cohorts")
+cohortAll = SelectItem("all", "All Cohorts")
+cohortQ1 = SelectItem("q1-2025", "Q1 2025 Onboarding")
+cohortQ2 = SelectItem("q2-2025", "Q2 2025 Onboarding")
+cohortQ3 = SelectItem("q3-2025", "Q3 2025 Onboarding")
+cohortEnterprise = SelectItem("enterprise", "Enterprise Upskill")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply filter", null, "primary", null, "small")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Active Learners This Week", "Course Completion Rate", "Average Quiz Score"])
+kpiValue = Col("Value", ["1,247", "73.2%", "81.4%"])
+kpiChange = Col("vs Last Week", ["+8.3%", "+2.1%", "-0.6%"])
+engagementHeading = Heading("Engagement — Past 8 Weeks", "h3")
+engagementChart = AreaChart(["Wk 1", "Wk 2", "Wk 3", "Wk 4", "Wk 5", "Wk 6", "Wk 7", "Wk 8"], [loginsSeries, completionsSeries, quizSeries], "natural", "Week", "Count")
+loginsSeries = Series("Logins", [980, 1040, 1120, 1085, 1190, 1230, 1180, 1247])
+completionsSeries = Series("Completions", [310, 345, 390, 372, 410, 438, 425, 461])
+quizSeries = Series("Quiz Attempts", [620, 680, 710, 695, 750, 790, 760, 812])
+enrollmentHeading = Heading("Courses Ranked by Enrollment", "h3")
+enrollmentChart = HorizontalBarChart(["Python Fundamentals", "Data Science 101", "UX Design Basics", "Cloud Architecture", "Agile Project Mgmt", "Cybersecurity Essentials"], [enrollSeries], "grouped", "Enrollment", "Course")
+enrollSeries = Series("Enrolled", [892, 743, 621, 534, 412, 387])
+atRiskHeading = Heading("Learners at Risk of Dropping Out", "h3")
+atRiskTable = Table([riskName, riskCourse, riskLastActive, riskScore])
+riskName = Col("Learner", ["Maria Chen", "James Okafor", "Priya Sharma", "Tom Eriksen", "Lena Kowalski"])
+riskCourse = Col("Course", ["Data Science 101", "Cloud Architecture", "Python Fundamentals", "UX Design Basics", "Agile Project Mgmt"])
+riskLastActive = Col("Last Active", ["12 days ago", "9 days ago", "14 days ago", "11 days ago", "8 days ago"])
+riskScore = Col("Risk Score", ["92%", "87%", "84%", "79%", "76%"])
+messageDialog = DialogBlock("Message a Cohort", "Send Cohort Message", "Compose and send a message to all learners in a selected cohort.", [msgForm])
+msgForm = Form("cohort-message", msgButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Target cohort", msgCohortSelect)
+msgCohortSelect = Select("msg_cohort", [msgCohortQ1, msgCohortQ2, msgCohortQ3, msgCohortEnt], "Choose a cohort")
+msgCohortQ1 = SelectItem("q1-2025", "Q1 2025 Onboarding")
+msgCohortQ2 = SelectItem("q2-2025", "Q2 2025 Onboarding")
+msgCohortQ3 = SelectItem("q3-2025", "Q3 2025 Onboarding")
+msgCohortEnt = SelectItem("enterprise", "Enterprise Upskill")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Reminder: Complete your module by Friday")
+msgBodyField = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("body", "Write your message here...", 5)
+msgButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me completion trends by course")
+fu2 = FollowUpItem("Which instructors have the highest quiz scores?")
+fu3 = FollowUpItem("Export at-risk learner list as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..20c2be061
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r2.txt
@@ -0,0 +1,59 @@
+
+
+root = Card([header, kpiTable, filterHeading, filterForm, enrollmentHeading, enrollmentChart, riskHeading, riskTable, engagementHeading, engagementChart, messageDialog, followUps], "card", "column", "l")
+header = CardHeader("Training Platform Analytics", "Weekly learner engagement, completion, and risk overview")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+kpiValue = Col("Value", ["1,248", "78.4%", "82.6%"])
+kpiChange = Col("Week over week", ["+9.2%", "+3.1 pts", "+1.8 pts"])
+filterHeading = Heading("Narrow to one cohort", "h3")
+filterForm = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Apply a cohort to focus the analytics below")
+cohortSelect = Select("cohort", [cohortAll, cohortJan, cohortFeb, cohortMar, cohortEnterprise], "Select a cohort")
+cohortAll = SelectItem("all", "All cohorts")
+cohortJan = SelectItem("jan-2026", "January 2026 cohort")
+cohortFeb = SelectItem("feb-2026", "February 2026 cohort")
+cohortMar = SelectItem("mar-2026", "March 2026 cohort")
+cohortEnterprise = SelectItem("enterprise", "Enterprise cohort")
+filterButtons = Buttons([applyFilter, resetFilter])
+applyFilter = Button("Apply cohort filter", null, "primary")
+resetFilter = Button("Reset", null, "tertiary")
+enrollmentHeading = Heading("Courses ranked by enrollment", "h3")
+enrollmentChart = HorizontalBarChart(courseLabels, [enrollSeries], "grouped", "Course", "Enrolled learners")
+courseLabels = ["Data Foundations", "Leadership Essentials", "Product Analytics", "Customer Success", "Security Basics"]
+enrollSeries = Series("Enrolled learners", [486, 402, 371, 298, 265])
+riskHeading = Heading("Learners at risk of dropping out", "h3")
+riskTable = Table([riskName, riskCohort, riskScore, lastActive, recommendedAction])
+riskName = Col("Learner", ["Maya Chen", "Omar Patel", "Lena Fischer", "Diego Ramos", "Aisha Bello"])
+riskCohort = Col("Cohort", ["February 2026", "January 2026", "Enterprise", "March 2026", "February 2026"])
+riskScore = Col("Risk score", [88, 84, 72, 68, 61], "number")
+lastActive = Col("Last active", ["9 days ago", "7 days ago", "6 days ago", "5 days ago", "5 days ago"])
+recommendedAction = Col("Recommended action", ["Send re-engagement email", "Assign mentor check-in", "Offer deadline extension", "Invite to live catch-up", "Share study plan"])
+engagementHeading = Heading("Engagement across the past eight weeks", "h3")
+engagementChart = LineChart(weekLabels, [activeSeries, completionSeries], "natural", "Week", "Learners")
+weekLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"]
+activeSeries = Series("Active learners", [982, 1041, 1065, 1103, 1148, 1176, 1209, 1248])
+completionSeries = Series("Course completions", [286, 301, 318, 342, 360, 377, 391, 412])
+messageDialog = DialogBlock("Message a cohort", "Send a cohort message", "Send reminders, encouragement, or catch-up instructions to a selected cohort.", [messageForm], "secondary")
+messageForm = Form("cohort-message", messageButtons, [msgCohortField, msgTopicField, msgBodyField])
+msgCohortField = FormControl("Target cohort", msgCohortSelect)
+msgCohortSelect = Select("message_cohort", [msgCohortJan, msgCohortFeb, msgCohortMar, msgCohortEnterprise], "Choose the cohort to message")
+msgCohortJan = SelectItem("jan-2026", "January 2026 cohort")
+msgCohortFeb = SelectItem("feb-2026", "February 2026 cohort")
+msgCohortMar = SelectItem("mar-2026", "March 2026 cohort")
+msgCohortEnterprise = SelectItem("enterprise", "Enterprise cohort")
+msgTopicField = FormControl("Message type", msgTopicSelect)
+msgTopicSelect = Select("message_topic", [topicReminder, topicMotivation, topicDeadline, topicCatchUp], "Pick a message template")
+topicReminder = SelectItem("reminder", "Progress reminder")
+topicMotivation = SelectItem("motivation", "Motivation boost")
+topicDeadline = SelectItem("deadline", "Upcoming deadline")
+topicCatchUp = SelectItem("catch-up", "Catch-up session")
+msgBodyField = FormControl("Message", msgTextArea, "Sent to email and platform inbox")
+msgTextArea = TextArea("message", "Hello cohort, we noticed some learners are behind. Here is how we can help this week...", 4)
+messageButtons = Buttons([sendMsg, previewMsg])
+sendMsg = Button("Send message", null, "primary")
+previewMsg = Button("Preview message", null, "secondary")
+followUps = FollowUpBlock([followRisk, followLowCompletion, followWeeklySummary])
+followRisk = FollowUpItem("Show learners with high risk and no activity for 7 days")
+followLowCompletion = FollowUpItem("Find courses with completion below 70%")
+followWeeklySummary = FollowUpItem("Summarize engagement changes from last week")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..5898b58b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r3.txt
@@ -0,0 +1,51 @@
+
+
+root = Card([header, kpiTable, cohortFilter, engagementSection, enrollmentSection, atRiskSection, messageCohort])
+header = CardHeader("Training Platform Analytics", "Week of June 9–15, 2025")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Active Learners", "Course Completion Rate", "Average Quiz Score"])
+kpiValue = Col("Value", ["1,247", "73.2%", "81.4 / 100"])
+kpiChange = Col("vs Last Week", ["+8.3%", "+2.1pp", "+1.7pts"])
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to cohort", cohortSelect, "Filters all sections below")
+cohortSelect = Select("cohort", [cohortAll, cohortQ1, cohortQ2, cohortEng, cohortSales], "All cohorts")
+cohortAll = SelectItem("all", "All Cohorts")
+cohortQ1 = SelectItem("q1-2025", "Q1 2025 Onboarding")
+cohortQ2 = SelectItem("q2-2025", "Q2 2025 Onboarding")
+cohortEng = SelectItem("engineering", "Engineering Upskill")
+cohortSales = SelectItem("sales-enablement", "Sales Enablement")
+filterButtons = Buttons([applyBtn])
+applyBtn = Button("Apply Filter", null, "primary")
+engagementSection = Card([engagementHeader, engagementChart], "sunk")
+engagementHeader = CardHeader("Engagement Trend", "Past 8 weeks")
+engagementChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [activeSeries, completionSeries], "natural", "Week", "Count / %")
+activeSeries = Series("Active Learners", [980, 1020, 1085, 1110, 1074, 1150, 1198, 1247])
+completionSeries = Series("Completions", [310, 345, 362, 390, 378, 410, 435, 462])
+enrollmentSection = Card([enrollmentHeader, enrollmentChart], "sunk")
+enrollmentHeader = CardHeader("Courses by Enrollment", "Ranked highest to lowest")
+enrollmentChart = HorizontalBarChart(["Leadership Fundamentals", "Data Literacy", "Product Management 101", "Cloud Architecture", "Communication Skills", "Agile Practices"], [enrollSeries], "grouped", "Enrolled Learners")
+enrollSeries = Series("Enrollment", [482, 415, 378, 321, 294, 257])
+atRiskSection = Card([atRiskHeader, atRiskAlert, atRiskTable], "sunk")
+atRiskHeader = CardHeader("Learners at Risk", "Flagged by inactivity and low scores")
+atRiskAlert = Alert("38 learners flagged", "Risk threshold: <40% engagement or quiz score below 55 for 2+ consecutive weeks", "warning")
+atRiskTable = Table([riskName, riskCourse, riskScore, riskLastActive, riskReason])
+riskName = Col("Learner", ["Maria Chen", "James Okafor", "Priya Nair", "Tom Bradley", "Aisha Kamal", "Lucas Meyer"])
+riskCourse = Col("Course", ["Data Literacy", "Cloud Architecture", "Agile Practices", "Leadership Fundamentals", "Product Management 101", "Communication Skills"])
+riskScore = Col("Quiz Avg", ["42", "38", "51", "47", "33", "49"])
+riskLastActive = Col("Last Active", ["12 days ago", "9 days ago", "14 days ago", "8 days ago", "21 days ago", "11 days ago"])
+riskReason = Col("Risk Factor", ["Low score + inactive", "Inactive", "Low score", "Low score + inactive", "Inactive + low score", "Low score"])
+messageCohort = DialogBlock("Message a Cohort", "Send announcement or nudge", "Compose a message to all learners in a selected cohort.", [msgForm], "secondary")
+msgForm = Form("cohort-message", msgButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Target cohort", msgCohortSelect)
+msgCohortSelect = Select("target_cohort", [msgCohortQ1, msgCohortQ2, msgCohortEng, msgCohortSales], "Select cohort")
+msgCohortQ1 = SelectItem("q1-2025", "Q1 2025 Onboarding")
+msgCohortQ2 = SelectItem("q2-2025", "Q2 2025 Onboarding")
+msgCohortEng = SelectItem("engineering", "Engineering Upskill")
+msgCohortSales = SelectItem("sales-enablement", "Sales Enablement")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Weekly reminder: complete Module 4")
+msgBodyField = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("body", "Write your message here…", 5)
+msgButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send Message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..321e7da4b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-learning__r4.txt
@@ -0,0 +1,57 @@
+
+
+root = Card([header, kpiSection, cohortFilter, engagementSection, enrollmentSection, atRiskSection, messageCohort, followUps])
+header = CardHeader("Training Platform Analytics", "Weekly overview — all cohorts")
+kpiSection = Card([kpiTable], "sunk")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Active Learners This Week", "Course Completion Rate", "Average Quiz Score"])
+kpiValue = Col("Value", ["1,247", "73.4%", "81.2%"])
+kpiChange = Col("vs Last Week", ["+8.3%", "+2.1%", "-0.6%"])
+cohortFilter = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Narrow to cohort", cohortSelect, "Filters all sections below")
+cohortSelect = Select("cohort", [cohortAll, cohortEng, cohortSales, cohortCS, cohortProduct], "All cohorts")
+cohortAll = SelectItem("all", "All Cohorts")
+cohortEng = SelectItem("engineering", "Engineering — Q3 Onboarding")
+cohortSales = SelectItem("sales", "Sales Enablement — Batch 12")
+cohortCS = SelectItem("customer-success", "Customer Success — Accelerator")
+cohortProduct = SelectItem("product", "Product Management — Cohort 5")
+filterButtons = Buttons([applyFilterBtn])
+applyFilterBtn = Button("Apply Filter", null, "primary")
+engagementSection = Card([engagementHeader, engagementChart], "clear")
+engagementHeader = Heading("Engagement — Past 8 Weeks", "h3")
+engagementChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [loginsSeries, completionsSeries, quizSeries], "natural", "Week", "Count")
+loginsSeries = Series("Logins", [820, 940, 1010, 980, 1100, 1150, 1190, 1247])
+completionsSeries = Series("Lesson Completions", [610, 680, 720, 750, 810, 860, 890, 940])
+quizSeries = Series("Quiz Attempts", [430, 470, 510, 490, 560, 590, 620, 650])
+enrollmentSection = Card([enrollmentHeader, enrollmentChart], "clear")
+enrollmentHeader = Heading("Courses Ranked by Enrollment", "h3")
+enrollmentChart = HorizontalBarChart(["Leadership Fundamentals", "Data Literacy 101", "Agile Delivery", "Customer Communication", "Security Awareness", "Onboarding Essentials"], [enrollSeries], "grouped", "Enrollments")
+enrollSeries = Series("Enrolled Learners", [412, 387, 341, 298, 265, 224])
+atRiskSection = Card([atRiskHeader, atRiskAlert, atRiskTable], "clear")
+atRiskHeader = Heading("Learners at Risk of Dropping Out", "h3")
+atRiskAlert = Alert("12 learners flagged", "Based on inactivity > 10 days and quiz scores below 60%", "warning")
+atRiskTable = Table([riskName, riskCohort, riskDays, riskScore, riskAction])
+riskName = Col("Learner", ["Maria Gonzalez", "James Okafor", "Priya Sharma", "Liam Chen", "Sofia Petrov"])
+riskCohort = Col("Cohort", ["Engineering", "Sales", "Customer Success", "Engineering", "Product"])
+riskDays = Col("Days Inactive", [14, 12, 11, 15, 13])
+riskScore = Col("Avg Quiz Score", ["42%", "55%", "48%", "38%", "51%"])
+riskAction = Col("Recommended Action", ["Nudge email", "Manager escalation", "Peer buddy assign", "Nudge email", "1:1 check-in"])
+messageCohort = DialogBlock("Message a Cohort", "Send a message to a cohort", "Compose an announcement or reminder that will be delivered to all learners in the selected cohort.", [msgForm], "secondary")
+msgForm = Form("cohort-message", msgButtons, [msgCohortField, msgSubjectField, msgBodyField])
+msgCohortField = FormControl("Target cohort", msgCohortSelect)
+msgCohortSelect = Select("target_cohort", [msgCohortEng, msgCohortSales, msgCohortCS, msgCohortProduct], "Select cohort")
+msgCohortEng = SelectItem("engineering", "Engineering — Q3 Onboarding")
+msgCohortSales = SelectItem("sales", "Sales Enablement — Batch 12")
+msgCohortCS = SelectItem("customer-success", "Customer Success — Accelerator")
+msgCohortProduct = SelectItem("product", "Product Management — Cohort 5")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Reminder: Quiz deadline Friday")
+msgBodyField = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("body", "Write your message here…", 4)
+msgButtons = Buttons([sendBtn, cancelBtn])
+sendBtn = Button("Send Message", null, "primary")
+cancelBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me the completion breakdown by course")
+fu2 = FollowUpItem("Which instructors have the highest engagement?")
+fu3 = FollowUpItem("Export at-risk learner list as CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..fb1b4db1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r1.txt
@@ -0,0 +1,62 @@
+
+
+root = Card([header, tags, bestCallout, visitorsHeading, visitorsChart, convHeading, convValue, convProgress, sep1, trafficHeading, trafficChart, trafficTable, campaignsHeading, campaignsTable, campaignsNote, sep2, subsHeading, subsStat, subsChart, sep3, rangeHeading, dateForm, exportHeading, exportButtons])
+
+header = CardHeader("Marketing Weekly Dashboard", "Week of Jun 16 – Jun 22, 2025 · viewing last 30 days")
+tags = TagBlock(["Last 30 days", "Jun 2025", "All channels", "5 campaigns live"])
+
+bestCallout = Callout("success", "Best performer: Summer Sale Retargeting", "Highest ROAS of all live campaigns at 5.2x — 1,240 conversions on $8,600 spend. Consider shifting budget away from low-ROAS display into this campaign.")
+
+visitorsHeading = Heading("Site visitors — last 30 days", "h3")
+visitorsChart = AreaChart(["May 23–27", "May 28–Jun 1", "Jun 2–6", "Jun 7–11", "Jun 12–16", "Jun 17–22"], [visitorsSeries], "natural", "Period", "Visitors")
+visitorsSeries = Series("Visitors", [21400, 23800, 22600, 26900, 28400, 31200])
+
+convHeading = Heading("Conversion rate", "h3")
+convValue = TextContent("3.4% overall conversion rate", "large-heavy")
+convProgress = Progress(3.4, "Goal: 3.0% — exceeded by 0.4 pts")
+
+sep1 = Separator("horizontal")
+
+trafficHeading = Heading("Top 5 traffic sources", "h3")
+trafficChart = HorizontalBarChart(["Organic Search", "Paid Search", "Social", "Direct", "Email"], [shareSeries], "grouped", "Share of sessions (%)")
+shareSeries = Series("Share %", [38, 24, 18, 12, 8])
+trafficTable = Table([srcName, srcSessions, srcShare])
+srcName = Col("Source", ["Organic Search", "Paid Search", "Social", "Direct", "Email"])
+srcSessions = Col("Sessions", [58600, 37000, 27800, 18500, 12400], "number")
+srcShare = Col("Share", ["38%", "24%", "18%", "12%", "8%"])
+
+campaignsHeading = Heading("Running campaigns", "h3")
+campaignsTable = Table([campName, campStatus, campSpend, campConv, campRoas])
+campName = Col("Campaign", ["Summer Sale Retargeting", "Brand Search Always-On", "Prospecting — Meta Lookalikes", "Newsletter Promo Blitz", "New Arrivals Display"])
+campStatus = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+campSpend = Col("Spend (month)", ["$8,600", "$12,000", "$9,400", "$2,300", "$4,100"])
+campConv = Col("Conversions", [1240, 980, 610, 290, 180], "number")
+campRoas = Col("ROAS", ["5.2x", "3.4x", "2.1x", "2.8x", "1.3x"])
+campaignsNote = TextContent("Total monthly spend across 5 live campaigns: $36,400.", "small")
+
+sep2 = Separator("horizontal")
+
+subsHeading = Heading("Email subscriber growth — June", "h3")
+subsStat = TextContent("+1,795 new subscribers this month · list total 48,210 · +4.8% vs May", "default")
+subsChart = LineChart(["W1", "W2", "W3", "W4"], [subsSeries], "natural", "Week", "New subscribers")
+subsSeries = Series("New subscribers", [410, 465, 390, 530])
+
+sep3 = Separator("horizontal")
+
+rangeHeading = Heading("Change date range", "h3")
+dateForm = Form("dashboard-date-range", dateFormButtons, [presetField, customField])
+presetField = FormControl("Date range", presetSelect)
+presetSelect = Select("range_preset", [opt7, opt14, opt30, opt90], "Choose a preset", [], "30d")
+opt7 = SelectItem("7d", "Last 7 days")
+opt14 = SelectItem("14d", "Last 14 days")
+opt30 = SelectItem("30d", "Last 30 days")
+opt90 = SelectItem("90d", "Last 90 days")
+customField = FormControl("Custom range", customPicker, "Optional — overrides the preset")
+customPicker = DatePicker("custom_range", "range")
+dateFormButtons = Buttons([applyBtn])
+applyBtn = Button("Apply date range", null, "primary")
+
+exportHeading = Heading("Export report", "h3")
+exportButtons = Buttons([exportPdfBtn, exportCsvBtn])
+exportPdfBtn = Button("Export PDF report", null, "primary")
+exportCsvBtn = Button("Export CSV", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..e8702b196
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r2.txt
@@ -0,0 +1,32 @@
+
+
+root = Card([header, kpiRow, visitorsSection, trafficSection, campaignsSection, bestCampaign, emailSection, controlsRow])
+header = CardHeader("Marketing Dashboard", "Weekly performance overview — June 2025")
+kpiRow = Card([convProgress], "sunk", "row", "l")
+convProgress = Progress(3.2, "Conversion Rate: 3.2%")
+visitorsSection = Card([visitorsHeader, visitorsChart], "card", "column", "m")
+visitorsHeader = Heading("Site Visitors — Last 30 Days", "h3")
+visitorsChart = AreaChart(["Jun 1", "Jun 5", "Jun 9", "Jun 13", "Jun 17", "Jun 21", "Jun 25", "Jun 30"], [visitorsSeries], "natural", "Date", "Visitors")
+visitorsSeries = Series("Visitors", [4200, 4850, 5100, 4700, 5600, 6100, 5900, 6400])
+trafficSection = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = Heading("Top 5 Traffic Sources", "h3")
+trafficChart = PieChart(["Organic Search", "Paid Social", "Direct", "Email", "Referral"], [38, 24, 18, 12, 8], "donut")
+campaignsSection = Card([campaignsHeader, campaignsTable], "card", "column", "m")
+campaignsHeader = Heading("Running Campaigns", "h3")
+campaignsTable = Table([campName, campSpend, campROAS, campStatus])
+campName = Col("Campaign", ["New Product Launch", "Summer Sale", "Brand Awareness", "Retargeting Q3"])
+campSpend = Col("Spend", ["$5,500", "$4,200", "$3,100", "$2,800"])
+campROAS = Col("ROAS", ["4.8x", "3.2x", "2.1x", "3.6x"])
+campStatus = Col("Status", ["Active", "Active", "Active", "Active"])
+bestCampaign = Callout("success", "🏆 Best Performing Campaign", "New Product Launch is leading with a 4.8x ROAS on $5,500 spend — generating $26,400 in attributed revenue this period.")
+emailSection = Card([emailHeader, emailChart], "card", "column", "m")
+emailHeader = Heading("Email Subscriber Growth — June", "h3")
+emailChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [emailSeries], "grouped", "Week", "New Subscribers")
+emailSeries = Series("New Subscribers", [320, 410, 385, 472])
+controlsRow = Card([dateField, exportBtn], "clear", "row", "m", "center", "between")
+dateField = Select("date_range", [range7, range30, range90, rangeCustom], "Last 30 days", null, "Last 30 days")
+range7 = SelectItem("7d", "Last 7 days")
+range30 = SelectItem("30d", "Last 30 days")
+range90 = SelectItem("90d", "Last 90 days")
+rangeCustom = SelectItem("custom", "Custom range")
+exportBtn = Button("Export Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..a0d00611d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r3.txt
@@ -0,0 +1,39 @@
+
+
+root = Card([header, dateForm, bestCallout, kpiSection, visitorsChart, trafficChart, campaignsTable, emailChart, exportButtons])
+header = CardHeader("Marketing Dashboard", "Weekly performance overview — June 2025")
+dateForm = Form("date-range", dateFormBtns, [rangeField, presetField])
+rangeField = FormControl("Custom range", rangePicker, "Select start and end dates")
+rangePicker = DatePicker("date_range", "range")
+presetField = FormControl("Quick preset", presetSelect)
+presetSelect = Select("preset", [p7, p14, p30, p90], "Choose a range")
+p7 = SelectItem("7d", "Last 7 days")
+p14 = SelectItem("14d", "Last 14 days")
+p30 = SelectItem("30d", "Last 30 days")
+p90 = SelectItem("90d", "Last 90 days")
+dateFormBtns = Buttons([applyBtn])
+applyBtn = Button("Apply range", null, "primary", null, "small")
+bestCallout = Callout("success", "🏆 Best Performing Campaign: Newsletter Promo", "5.2% CTR with only $800 spend — highest ROI across all active campaigns at 137.5% return.")
+kpiSection = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Conversion Rate", "Total Visitors", "Avg. Order Value", "Cost per Acquisition"])
+kpiValue = Col("Value", ["3.4%", "16,100", "$68.20", "$12.40"])
+kpiChange = Col("vs Last Week", ["+0.3pp", "+12.1%", "+$4.10", "-$1.85"])
+visitorsChart = AreaChart(visitorLabels, [visitorSeries], "natural", "Period", "Visitors")
+visitorLabels = ["Jun 1–5", "Jun 6–10", "Jun 11–15", "Jun 16–20", "Jun 21–25", "Jun 26–30"]
+visitorSeries = Series("Site Visitors", [2100, 2400, 2250, 2800, 3100, 3450])
+trafficChart = PieChart(trafficLabels, trafficValues, "donut")
+trafficLabels = ["Organic Search", "Paid Social", "Direct", "Email", "Referral"]
+trafficValues = [38, 24, 16, 12, 10]
+campaignsTable = Table([campName, campSpend, campCTR, campConv, campROI])
+campName = Col("Campaign", ["Newsletter Promo", "Retargeting – Cart Abandon", "Summer Sale Blitz", "New Product Launch", "Brand Awareness Q3"])
+campSpend = Col("Spend", ["$800", "$1,950", "$4,200", "$3,500", "$2,800"])
+campCTR = Col("CTR", ["5.2%", "4.1%", "3.2%", "2.9%", "1.8%"])
+campConv = Col("Conversions", ["1,100", "890", "1,240", "780", "620"])
+campROI = Col("ROI", ["137.5%", "96.2%", "72.4%", "58.1%", "41.3%"])
+emailChart = LineChart(emailLabels, [emailSeries], "natural", "Week", "Subscribers")
+emailLabels = ["Week 1", "Week 2", "Week 3", "Week 4"]
+emailSeries = Series("Email Subscribers", [12400, 12850, 13200, 13780])
+exportButtons = Buttons([exportCSV, exportPDF, shareBtn])
+exportCSV = Button("Export CSV", null, "secondary")
+exportPDF = Button("Export PDF", null, "secondary")
+shareBtn = Button("Share Report", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..40df6674e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-marketing__r4.txt
@@ -0,0 +1,43 @@
+
+
+root = Card([header, best, controls, kpis, sep1, visitorsHeading, visitorsChart, sep2, sourcesHeading, sourcesChart, sep3, campaignsHeading, campaignTable, sep4, emailHeading, emailChart, actions])
+header = CardHeader("Marketing Weekly Dashboard", "Last 30 days · Apr 17 to May 16")
+best = Callout("success", "Best performing campaign", "Spring Launch Email is the top campaign with 6.1x ROAS, $3,200 spend, and $19,520 attributed revenue.")
+controls = Form("date-range", controlButtons, [dateField])
+controlButtons = Buttons([applyBtn])
+applyBtn = Button("Update range", null, "primary")
+dateField = FormControl("Date range", dateSelect, "Changes apply to visitors, traffic, campaigns, and email growth")
+dateSelect = Select("date_range", [range7, range30, range90], "Choose a range", null, "30")
+range7 = SelectItem("7", "Last 7 days")
+range30 = SelectItem("30", "Last 30 days")
+range90 = SelectItem("90", "Last 90 days")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Site visitors", "Conversion rate", "Email subscriber growth"])
+kpiValue = Col("Value", ["44,220", "3.8%", "+2,023"])
+kpiChange = Col("Change vs. prior period", ["+12.4%", "+0.4 pts", "+18.9%"])
+sep1 = Separator("horizontal", true)
+visitorsHeading = Heading("Site visitors — last 30 days", "h3")
+visitorsChart = AreaChart(visitorLabels, [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Visitors", [1180, 1215, 1302, 1267, 1338, 1425, 1389, 1352, 1284, 1365, 1490, 1534, 1468, 1390, 1432, 1508, 1553, 1487, 1421, 1512, 1594, 1638, 1572, 1498, 1555, 1672, 1704, 1656, 1689, 1730])
+visitorLabels = ["Apr 17", "Apr 18", "Apr 19", "Apr 20", "Apr 21", "Apr 22", "Apr 23", "Apr 24", "Apr 25", "Apr 26", "Apr 27", "Apr 28", "Apr 29", "Apr 30", "May 1", "May 2", "May 3", "May 4", "May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16"]
+sep2 = Separator("horizontal", true)
+sourcesHeading = Heading("Top five traffic sources", "h3")
+sourcesChart = HorizontalBarChart(sourceLabels, [sourceSeries], "grouped", "Source", "Share %")
+sourceSeries = Series("Share", [38, 22, 16, 14, 10])
+sourceLabels = ["Organic Search", "Paid Social", "Direct", "Email", "Referral"]
+sep3 = Separator("horizontal", true)
+campaignsHeading = Heading("Running campaigns", "h3")
+campaignTable = Table([campaignCol, channelCol, statusCol, spendCol, roasCol, revenueCol])
+campaignCol = Col("Campaign", ["Spring Launch Email", "Summer Preview Ads", "Brand Search Always-On", "Retargeting Evergreen", "Influencer Test"])
+channelCol = Col("Channel", ["Email", "Paid Social", "Paid Search", "Display", "Creator"])
+statusCol = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+spendCol = Col("Spend", ["$3,200", "$5,400", "$4,100", "$2,600", "$1,800"])
+roasCol = Col("ROAS", ["6.1x", "3.6x", "3.4x", "2.8x", "2.2x"])
+revenueCol = Col("Attributed revenue", ["$19,520", "$19,440", "$13,940", "$7,280", "$3,960"])
+sep4 = Separator("horizontal", true)
+emailHeading = Heading("Email subscriber growth — this month", "h3")
+emailChart = BarChart(emailLabels, [emailSeries], "grouped", "Week", "New subscribers")
+emailSeries = Series("New subscribers", [412, 486, 531, 594])
+emailLabels = ["Week 1", "Week 2", "Week 3", "Week 4"]
+actions = Buttons([exportBtn])
+exportBtn = Button("Export report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..653ff8549
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r1.txt
@@ -0,0 +1,43 @@
+
+
+root = Card([header, kpis, filtersHeading, filters, ordersHeading, orders, fulfillHeading, fulfill, trendHeading, trend], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Today's orders, revenue, fulfillment, and weekly volume")
+kpis = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Orders placed today", "Revenue today", "Average order value", "Refund rate this month"])
+kpiValue = Col("Value", ["186", "$24,830", "$133.49", "3.2%"])
+kpiDelta = Col("Context", ["+12% vs yesterday", "+8% vs yesterday", "-4% vs yesterday", "-0.4 pts vs last month"])
+filtersHeading = Heading("Filter recent orders", "h3")
+filters = Form("order-filters", filterButtons, [statusField, searchField])
+filterButtons = Buttons([applyFiltersBtn, resetFiltersBtn])
+applyFiltersBtn = Button("Apply filters", null, "primary")
+resetFiltersBtn = Button("Reset", null, "tertiary")
+statusField = FormControl("Narrow by status", statusSelect, "Limit the recent orders list")
+statusSelect = Select("status", [statusAll, statusPending, statusPaid, statusProcessing, statusShipped, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusPaid = SelectItem("paid", "Paid")
+statusProcessing = SelectItem("processing", "Processing")
+statusShipped = SelectItem("shipped", "Shipped")
+statusRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by customer name", searchInput, "Example: Ava Thompson")
+searchInput = Input("customer", "Type a customer name", "text")
+ordersHeading = Heading("Recent orders", "h3")
+orders = Table([orderId, orderCustomer, orderTotal, orderStatus])
+orderId = Col("Order ID", ["#10248", "#10247", "#10246", "#10245", "#10244", "#10243"])
+orderCustomer = Col("Customer", ["Ava Thompson", "Marcus Lee", "Priya Patel", "Daniel Ortiz", "Sofia Reyes", "Ethan Kim"])
+orderTotal = Col("Total", ["$182.40", "$96.10", "$244.00", "$58.75", "$312.20", "$74.99"])
+orderStatus = Col("Status", ["Paid", "Processing", "Shipped", "Pending", "Paid", "Refunded"])
+fulfillHeading = Heading("Mark an order fulfilled", "h3")
+fulfill = Form("mark-fulfilled", fulfillButtons, [fulfillOrderField])
+fulfillButtons = Buttons([fulfillBtn, fulfillCancelBtn])
+fulfillBtn = Button("Mark fulfilled", null, "primary")
+fulfillCancelBtn = Button("Cancel", null, "tertiary")
+fulfillOrderField = FormControl("Order to fulfill", fulfillOrderSelect, "Choose an open order from today's recent list")
+fulfillOrderSelect = Select("order_id", [fulfillOrder10248, fulfillOrder10247, fulfillOrder10245, fulfillOrder10244], "Choose an order")
+fulfillOrder10248 = SelectItem("#10248", "#10248 - Ava Thompson - Paid")
+fulfillOrder10247 = SelectItem("#10247", "#10247 - Marcus Lee - Processing")
+fulfillOrder10245 = SelectItem("#10245", "#10245 - Daniel Ortiz - Pending")
+fulfillOrder10244 = SelectItem("#10244", "#10244 - Sofia Reyes - Paid")
+trendHeading = Heading("Order volume across the past four weeks", "h3")
+trend = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders placed", [1042, 1186, 1235, 1301])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..4d24f98ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r2.txt
@@ -0,0 +1,40 @@
+
+
+root = Card([header, kpiSection, filterSection, ordersSection, volumeSection, followUps])
+header = CardHeader("E-Commerce Operations Desk", "Live overview for today")
+kpiSection = Card([kpiTable], "sunk", "column", "m")
+kpiTable = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Orders Today", "Revenue Today", "Avg Order Value", "Refund Rate (This Month)"])
+kpiValue = Col("Value", ["347", "$28,940", "$83.40", "4.2%"])
+kpiChange = Col("vs Yesterday", ["+12%", "+8.5%", "-3.1%", "-0.6pp"])
+filterSection = Card([filterTitle, filterForm], "clear", "column", "s")
+filterTitle = Heading("Filters", "h3")
+filterForm = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Order Status", statusSelect, "Narrow results by status")
+statusSelect = Select("status", [statusAll, statusPending, statusFulfilled, statusShipped, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All")
+statusPending = SelectItem("pending", "Pending")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusShipped = SelectItem("shipped", "Shipped")
+statusRefunded = SelectItem("refunded", "Refunded")
+customerField = FormControl("Customer Name", customerInput, "Search by name")
+customerInput = Input("customer_search", "e.g. Jane Cooper", "text")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply Filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+ordersSection = Card([ordersTitle, ordersTable], "clear", "column", "s")
+ordersTitle = Heading("Recent Orders", "h3")
+ordersTable = Table([orderIdCol, orderCustomerCol, orderTotalCol, orderStatusCol, orderActionCol])
+orderIdCol = Col("Order ID", ["#ORD-4821", "#ORD-4820", "#ORD-4819", "#ORD-4818", "#ORD-4817", "#ORD-4816"])
+orderCustomerCol = Col("Customer", ["Jane Cooper", "Marcus Chen", "Aisha Patel", "Tom Erikson", "Lena Hoffman", "David Okafor"])
+orderTotalCol = Col("Total", ["$124.00", "$89.50", "$210.75", "$45.20", "$167.30", "$93.00"], "number")
+orderStatusCol = Col("Status", ["Pending", "Fulfilled", "Shipped", "Pending", "Pending", "Refunded"])
+orderActionCol = Col("Action", ["Mark Fulfilled", "—", "—", "Mark Fulfilled", "Mark Fulfilled", "—"], "action")
+volumeSection = Card([volumeTitle, volumeChart], "clear", "column", "s")
+volumeTitle = Heading("Order Volume — Past 4 Weeks", "h3")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders Placed", [1820, 2045, 1930, 2310])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me all pending orders older than 48 hours")
+fu2 = FollowUpItem("Break down revenue by product category today")
+fu3 = FollowUpItem("Compare refund rate this month vs last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..ad3c798f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r3.txt
@@ -0,0 +1,36 @@
+
+
+root = Card([header, kpiSection, filterForm, ordersSection, volumeSection, followUps])
+header = CardHeader("E-Commerce Operations Desk", "Real-time operations overview")
+kpiSection = Table([kpiLabel, kpiValue])
+kpiLabel = Col("Metric", ["Orders Today", "Revenue Today", "Avg Order Value", "Refund Rate (This Month)"])
+kpiValue = Col("Value", ["142", "$18,740", "$131.97", "3.2%"])
+filterForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by Status", statusSelect)
+statusSelect = Select("status", [statusAll, statusPending, statusFulfilled, statusShipped, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All")
+statusPending = SelectItem("pending", "Pending")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusShipped = SelectItem("shipped", "Shipped")
+statusRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by Customer", searchInput, "Type a name to narrow results")
+searchInput = Input("customer_search", "e.g. Jane Cooper", "text")
+filterButtons = Buttons([applyBtn, resetBtn])
+applyBtn = Button("Apply Filters", null, "primary")
+resetBtn = Button("Reset", null, "tertiary")
+ordersSection = Card([ordersHeader, ordersTable], "sunk")
+ordersHeader = Heading("Recent Orders", "h3")
+ordersTable = Table([orderId, orderCustomer, orderTotal, orderStatus, orderAction])
+orderId = Col("Order ID", ["#ORD-4821", "#ORD-4820", "#ORD-4819", "#ORD-4818", "#ORD-4817", "#ORD-4816"])
+orderCustomer = Col("Customer", ["Jane Cooper", "Marcus Chen", "Aisha Patel", "Tom Williams", "Sofia Reyes", "Daniel Kim"])
+orderTotal = Col("Total", ["$245.00", "$89.99", "$172.50", "$54.00", "$310.75", "$128.20"])
+orderStatus = Col("Status", ["Pending", "Fulfilled", "Shipped", "Pending", "Fulfilled", "Pending"])
+orderAction = Col("Action", ["Fulfill", "—", "—", "Fulfill", "—", "Fulfill"], "action")
+volumeSection = Card([volumeHeader, volumeChart], "sunk")
+volumeHeader = Heading("Order Volume — Past 4 Weeks", "h3")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [890, 1024, 978, 1105])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show refunded orders this week")
+fu2 = FollowUpItem("Export today's orders to CSV")
+fu3 = FollowUpItem("Compare revenue vs last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..0d0a00aec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-orders__r4.txt
@@ -0,0 +1,40 @@
+
+
+root = Card([header, kpiTable, filterForm, ordersTable, volumeChart, fulfillDialog, followUps])
+header = CardHeader("E-Commerce Operations Desk", "Live overview — June 14, 2025")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["Orders Today", "Revenue Today", "Avg Order Value", "Refund Rate (This Month)"])
+kpiValue = Col("Value", ["342", "$28,450", "$83.19", "3.2%"])
+filterForm = Form("order-filters", filterButtons, [statusField, searchField])
+statusField = FormControl("Filter by Status", statusSelect, "Narrow the orders list")
+statusSelect = Select("status", [statusAll, statusPending, statusShipped, statusDelivered, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All Statuses")
+statusPending = SelectItem("pending", "Pending")
+statusShipped = SelectItem("shipped", "Shipped")
+statusDelivered = SelectItem("delivered", "Delivered")
+statusRefunded = SelectItem("refunded", "Refunded")
+searchField = FormControl("Search by Customer", searchInput, "Type a name to find orders")
+searchInput = Input("customer_search", "e.g. Maria Lopez", "text")
+filterButtons = Buttons([applyBtn, clearBtn])
+applyBtn = Button("Apply Filters", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
+ordersTable = Table([colId, colCustomer, colTotal, colStatus])
+colId = Col("Order ID", ["ORD-7841", "ORD-7840", "ORD-7839", "ORD-7838", "ORD-7837", "ORD-7836"])
+colCustomer = Col("Customer", ["Maria Lopez", "James Chen", "Aisha Patel", "Tom Erikson", "Sofia Reyes", "Daniel Kim"])
+colTotal = Col("Total", ["$124.99", "$89.50", "$210.00", "$45.75", "$67.20", "$152.30"])
+colStatus = Col("Status", ["Pending", "Shipped", "Delivered", "Pending", "Refunded", "Delivered"])
+volumeChart = BarChart(["May 19–25", "May 26–Jun 1", "Jun 2–8", "Jun 9–14"], [orderVolSeries], "grouped", "Week", "Orders")
+orderVolSeries = Series("Orders", [1870, 2140, 2310, 1980])
+fulfillDialog = DialogBlock("Mark Order Fulfilled", "Fulfill an Order", "Choose an order below and confirm to update its status.", [fulfillForm])
+fulfillForm = Form("fulfill-order", fulfillButtons, [orderPickField])
+orderPickField = FormControl("Select Order", orderPickSelect)
+orderPickSelect = Select("order_id", [pick1, pick2, pick3], "Choose an order ID")
+pick1 = SelectItem("ORD-7841", "ORD-7841 — Maria Lopez")
+pick2 = SelectItem("ORD-7838", "ORD-7838 — Tom Erikson")
+pick3 = SelectItem("ORD-7837", "ORD-7837 — Sofia Reyes")
+fulfillButtons = Buttons([confirmFulfillBtn])
+confirmFulfillBtn = Button("Confirm Fulfilled", null, "primary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show refunded orders this week")
+fu2 = FollowUpItem("Export today's orders to CSV")
+fu3 = FollowUpItem("Compare revenue vs last month")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r1.txt
new file mode 100644
index 000000000..a7e1fca4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r1.txt
@@ -0,0 +1,46 @@
+
+
+root = Card([header, regionForm, uptimeProgress, errorCallout, resourceHeading, resourceChart, incidentsHeading, incidentsTable, ackButtons, endpointsHeading, endpointsTable, alertHeading, alertForm])
+header = CardHeader("Service Health Dashboard", "On-call view • Updated 2 min ago")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Filter by region", regionSelect)
+regionSelect = Select("region", [regionAll, regionUS, regionEU, regionAP], "All regions")
+regionAll = SelectItem("all", "All Regions")
+regionUS = SelectItem("us-east-1", "US East (N. Virginia)")
+regionEU = SelectItem("eu-west-1", "EU West (Ireland)")
+regionAP = SelectItem("ap-southeast-1", "AP Southeast (Singapore)")
+regionButtons = Buttons([regionApplyBtn])
+regionApplyBtn = Button("Apply filter", null, "secondary", null, "small")
+uptimeProgress = Progress(99.97, "Uptime this quarter: 99.97%")
+errorCallout = Callout("warning", "Current Error Rate: 2.4%", "Above the 1.0% threshold — 38 req/s failing out of 1,580 req/s total")
+resourceHeading = Heading("CPU & Memory — Past 24 Hours", "h3")
+resourceChart = AreaChart(labels24h, [cpuSeries, memSeries], "natural", "Hour", "Usage %")
+labels24h = ["00:00", "01:00", "02:00", "03:00", "04:00", "05:00", "06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00", "14:00", "15:00", "16:00", "17:00", "18:00", "19:00", "20:00", "21:00", "22:00", "23:00"]
+cpuSeries = Series("CPU", [42, 38, 35, 33, 31, 34, 45, 58, 67, 72, 74, 71, 68, 73, 76, 78, 75, 72, 69, 65, 61, 55, 49, 44])
+memSeries = Series("Memory", [58, 57, 56, 55, 55, 56, 60, 64, 68, 71, 72, 70, 69, 71, 73, 74, 72, 70, 68, 66, 64, 62, 60, 59])
+incidentsHeading = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSev, incSince])
+incId = Col("ID", ["INC-4821", "INC-4819", "INC-4815"])
+incTitle = Col("Title", ["Elevated 5xx on /api/checkout", "Memory leak in worker pool", "DNS resolution timeout"])
+incSev = Col("Severity", ["P1 — Critical", "P2 — High", "P3 — Medium"])
+incSince = Col("Open since", ["12 min", "1 hr 34 min", "3 hr 10 min"])
+ackButtons = Buttons([ackBtn1, ackBtn2, ackBtn3])
+ackBtn1 = Button("Ack INC-4821", null, "primary", null, "small")
+ackBtn2 = Button("Ack INC-4819", null, "secondary", null, "small")
+ackBtn3 = Button("Ack INC-4815", null, "secondary", null, "small")
+endpointsHeading = Heading("5 Slowest Endpoints", "h3")
+endpointsTable = Table([epName, epLatency, epP99])
+epName = Col("Endpoint", ["/api/reports/generate", "/api/search/full-text", "/api/export/csv", "/api/analytics/dashboard", "/api/users/bulk-import"])
+epLatency = Col("Avg Latency", ["2,340 ms", "1,870 ms", "1,520 ms", "1,210 ms", "980 ms"])
+epP99 = Col("P99", ["4,100 ms", "3,200 ms", "2,800 ms", "2,100 ms", "1,750 ms"])
+alertHeading = Heading("Set Alert Threshold", "h3")
+alertForm = Form("alert-threshold", alertButtons, [thresholdField, metricField])
+thresholdField = FormControl("Threshold (%)", thresholdSlider, "Alert fires when the selected metric exceeds this value")
+thresholdSlider = Slider("threshold", "discrete", 0, 10, 0.5, [1.0], "Error rate %")
+metricField = FormControl("Metric to monitor", metricSelect)
+metricSelect = Select("metric", [metricErr, metricLat, metricCPU], "Choose metric")
+metricErr = SelectItem("error_rate", "Error Rate")
+metricLat = SelectItem("p99_latency", "P99 Latency")
+metricCPU = SelectItem("cpu_usage", "CPU Usage")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r2.txt
new file mode 100644
index 000000000..c6e9ce652
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r2.txt
@@ -0,0 +1,51 @@
+
+
+root = Card([header, regionFilter, uptimeSection, resourceChart, errorAlert, incidentsSection, endpointsSection, thresholdForm, ackSection], "card", "column", "l")
+header = CardHeader("Service Health Dashboard", "On-call view — updated 2 min ago")
+regionFilter = FormControl("Filter by region", regionSelect)
+regionSelect = Select("region", [regionAll, regionUsEast, regionUsWest, regionEuWest, regionApSouth], "All regions")
+regionAll = SelectItem("all", "All Regions")
+regionUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regionEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regionApSouth = SelectItem("ap-south-1", "AP South (Mumbai)")
+uptimeSection = Card([uptimeHeader, uptimeBar], "sunk", "column", "m")
+uptimeHeader = Heading("Uptime This Quarter", "h3")
+uptimeBar = Progress(99.97, "99.97% — 12m 43s downtime")
+resourceChart = Card([resourceHeader, cpuMemChart], "sunk", "column", "m")
+resourceHeader = Heading("CPU & Memory — Last 24 Hours", "h3")
+cpuMemChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [cpuSeries, memSeries], "natural", "Time", "Usage %")
+cpuSeries = Series("CPU", [42, 38, 35, 41, 55, 68, 74, 79, 82, 76, 63, 48])
+memSeries = Series("Memory", [61, 60, 59, 62, 67, 72, 75, 78, 80, 77, 71, 65])
+errorAlert = Alert("Error Rate: 2.4%", "Current 5xx rate is 2.4% (threshold: 1.0%). Elevated since 14:32 UTC.", "warning")
+incidentsSection = Card([incidentsHeader, incidentsTable], "sunk", "column", "m")
+incidentsHeader = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSeverity, incStatus, incStarted])
+incId = Col("ID", ["INC-4821", "INC-4819", "INC-4815"])
+incTitle = Col("Title", ["Payment gateway timeout spike", "Elevated 5xx on /api/checkout", "Disk pressure on db-replica-3"])
+incSeverity = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incStatus = Col("Status", ["Investigating", "Identified", "Monitoring"])
+incStarted = Col("Started", ["14:32 UTC", "13:05 UTC", "09:47 UTC"])
+endpointsSection = Card([endpointsHeader, endpointsChart], "sunk", "column", "m")
+endpointsHeader = Heading("5 Slowest Endpoints (p99 latency)", "h3")
+endpointsChart = HorizontalBarChart(["/api/reports/generate", "/api/checkout", "/api/search", "/api/inventory/sync", "/api/auth/token"], [latencySeries], "grouped", "Latency (ms)")
+latencySeries = Series("p99 Latency", [2340, 1870, 1420, 1180, 960])
+thresholdForm = Card([thresholdHeader, thresholdFormInner], "sunk", "column", "m")
+thresholdHeader = Heading("Set Alert Threshold", "h3")
+thresholdFormInner = Form("alert-threshold", thresholdButtons, [thresholdField, metricField])
+thresholdField = FormControl("Threshold value (%)", thresholdSlider, "Alert fires when error rate exceeds this value")
+thresholdSlider = Slider("threshold", "discrete", 0, 10, 0.5, [1.0], "Error rate %")
+metricField = FormControl("Metric to monitor", metricSelect)
+metricSelect = Select("metric", [metricErr, metricCpu, metricMem, metricLat], "Choose metric")
+metricErr = SelectItem("error_rate", "Error Rate (5xx %)")
+metricCpu = SelectItem("cpu", "CPU Usage (%)")
+metricMem = SelectItem("memory", "Memory Usage (%)")
+metricLat = SelectItem("latency", "p99 Latency (ms)")
+thresholdButtons = Buttons([saveThresholdBtn])
+saveThresholdBtn = Button("Save Threshold", null, "primary")
+ackSection = Card([ackHeader, ackButtons], "sunk", "column", "m")
+ackHeader = Heading("Acknowledge Incident", "h3")
+ackButtons = Buttons([ackSev1, ackSev2, ackSev3], "row")
+ackSev1 = Button("ACK INC-4821 (SEV-1)", null, "primary", "destructive")
+ackSev2 = Button("ACK INC-4819 (SEV-2)", null, "secondary")
+ackSev3 = Button("ACK INC-4815 (SEV-3)", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r3.txt
new file mode 100644
index 000000000..fe5200d4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r3.txt
@@ -0,0 +1,57 @@
+
+
+root = Card([header, regionFilter, sep1, uptimeSection, sep2, metricsSection, sep3, errorSection, sep4, incidentsSection, sep5, endpointsSection, sep6, alertSection, sep7, ackSection])
+header = CardHeader("Service Health Dashboard", "On-call view · Last refreshed 2 min ago")
+regionFilter = FormControl("Filter by region", regionSelect)
+regionSelect = Select("region", [regionAll, regionUsEast, regionUsWest, regionEuWest, regionApSouth], "All regions")
+regionAll = SelectItem("all", "All Regions")
+regionUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regionEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regionApSouth = SelectItem("ap-south-1", "AP South (Mumbai)")
+sep1 = Separator()
+uptimeSection = Card([uptimeLabel, uptimeBar], "sunk", "column", "m")
+uptimeLabel = TextContent("**Uptime this quarter:** 99.97% (target: 99.95%)", "default")
+uptimeBar = Progress(99.97, "Q2 2025 Uptime")
+sep2 = Separator()
+metricsSection = Card([metricsHeader, metricsChart], "clear", "column", "m")
+metricsHeader = Heading("CPU & Memory — Past 24 Hours", "h3")
+metricsChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [cpuSeries, memSeries], "natural", "Time", "Usage %")
+cpuSeries = Series("CPU", [42, 38, 35, 41, 67, 78, 82, 74, 69, 72, 65, 51])
+memSeries = Series("Memory", [61, 60, 59, 62, 71, 76, 79, 77, 74, 73, 70, 66])
+sep3 = Separator()
+errorSection = Callout("error", "Current Error Rate: 2.4%", "Threshold is 1.0%. Elevated 5xx responses detected on /api/checkout since 14:32 UTC.")
+sep4 = Separator()
+incidentsSection = Card([incidentsHeader, incidentsTable], "clear", "column", "m")
+incidentsHeader = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSeverity, incStatus, incDuration])
+incId = Col("ID", ["INC-4821", "INC-4819", "INC-4815"])
+incTitle = Col("Title", ["Checkout 5xx spike", "Elevated p99 latency on search", "Memory leak in worker pool"])
+incSeverity = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incStatus = Col("Status", ["Investigating", "Monitoring", "Open"])
+incDuration = Col("Duration", ["47 min", "2h 13m", "6h 05m"])
+sep5 = Separator()
+endpointsSection = Card([endpointsHeader, endpointsTable], "clear", "column", "m")
+endpointsHeader = Heading("5 Slowest Endpoints", "h3")
+endpointsTable = Table([epName, epLatency, epRequests, epTrend])
+epName = Col("Endpoint", ["/api/checkout", "/api/search", "/api/recommendations", "/api/inventory/sync", "/api/auth/refresh"])
+epLatency = Col("p99 Latency", ["1,842 ms", "1,203 ms", "987 ms", "764 ms", "612 ms"])
+epRequests = Col("Req/min", [340, 1205, 890, 120, 2100])
+epTrend = Col("Trend", ["↑ 340%", "↑ 45%", "↑ 22%", "→ stable", "↑ 8%"])
+sep6 = Separator()
+alertSection = Card([alertHeader, alertForm], "clear", "column", "m")
+alertHeader = Heading("Set Alert Threshold", "h3")
+alertForm = Form("alert-threshold", alertButtons, [thresholdField, metricField])
+thresholdField = FormControl("Threshold value (%)", thresholdSlider, "Alert fires when error rate exceeds this value")
+thresholdSlider = Slider("threshold", "continuous", 0, 10, 0.1, [1.0], "Error rate %")
+metricField = FormControl("Metric to monitor", metricSelect)
+metricSelect = Select("metric", [metricErr, metricLat, metricCpu], "Choose metric")
+metricErr = SelectItem("error_rate", "Error Rate")
+metricLat = SelectItem("p99_latency", "P99 Latency")
+metricCpu = SelectItem("cpu_usage", "CPU Usage")
+alertButtons = Buttons([saveAlertBtn])
+saveAlertBtn = Button("Save Threshold", null, "primary")
+sep7 = Separator()
+ackSection = Card([ackHeader, ackDialog], "clear", "column", "m")
+ackHeader = Heading("Acknowledge Incident", "h3")
+ackDialog = AlertDialogBlock("Acknowledge INC-4821", "Confirm Acknowledgement", "You are about to acknowledge INC-4821 (Checkout 5xx spike, SEV-1). This will assign it to you and notify the channel.", "Acknowledge", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r4.txt
new file mode 100644
index 000000000..8df41c351
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b3-server__r4.txt
@@ -0,0 +1,38 @@
+
+
+root = Card([header, regionForm, uptimeProgress, errorAlert, resourceHeading, resourceChart, incidentsHeading, incidentsTable, endpointsHeading, endpointsTable, thresholdForm, ackDialog])
+header = CardHeader("Service Health Dashboard", "On-call view · Last updated 2 min ago")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Filter all panels to a single region")
+regionSelect = Select("region", [regionUsEast, regionUsWest, regionEuWest, regionApSouth], "All regions")
+regionUsEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUsWest = SelectItem("us-west-2", "US West (Oregon)")
+regionEuWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regionApSouth = SelectItem("ap-south-1", "Asia Pacific (Mumbai)")
+regionButtons = Buttons([regionApplyBtn])
+regionApplyBtn = Button("Apply filter", null, "primary", null, "small")
+uptimeProgress = Progress(99.97, "Uptime this quarter (SLA target: 99.95%)")
+errorAlert = Alert("Error rate: 2.4% (elevated)", "Current 5xx error rate is above the 1% baseline. Spike began at 14:32 UTC.", "warning")
+resourceHeading = Heading("CPU & Memory — Past 24 Hours", "h3")
+resourceChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [cpuSeries, memSeries], "natural", "Time (UTC)", "Usage %")
+cpuSeries = Series("CPU", [42, 38, 35, 33, 45, 58, 72, 81, 76, 69, 63, 55])
+memSeries = Series("Memory", [61, 60, 59, 58, 62, 67, 74, 79, 77, 73, 70, 66])
+incidentsHeading = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incTitle, incSeverity, incStatus, incStarted])
+incId = Col("ID", ["INC-4821", "INC-4819", "INC-4815"])
+incTitle = Col("Title", ["Elevated 5xx on /api/checkout", "Database replica lag > 30s", "Memory pressure on worker pool"])
+incSeverity = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incStatus = Col("Status", ["Investigating", "Identified", "Monitoring"])
+incStarted = Col("Started", ["14:32 UTC", "11:07 UTC", "08:45 UTC"])
+endpointsHeading = Heading("5 Slowest Endpoints (p99 latency)", "h3")
+endpointsTable = Table([epName, epLatency, epCalls, epTrend])
+epName = Col("Endpoint", ["/api/checkout", "/api/search", "/api/recommendations", "/api/inventory/sync", "/api/auth/token"])
+epLatency = Col("p99 Latency", ["1,842 ms", "1,205 ms", "987 ms", "764 ms", "623 ms"])
+epCalls = Col("Calls/min", ["312", "1,048", "576", "89", "2,340"])
+epTrend = Col("Trend", ["↑ 340%", "↑ 85%", "↑ 42%", "↑ 18%", "↑ 12%"])
+thresholdForm = Form("alert-threshold", thresholdButtons, [thresholdField])
+thresholdField = FormControl("Error rate alert threshold (%)", thresholdSlider, "Trigger a page when error rate exceeds this value")
+thresholdSlider = Slider("error_threshold", "discrete", 0.5, 10, 0.5, [2.0], "Percent")
+thresholdButtons = Buttons([thresholdSaveBtn])
+thresholdSaveBtn = Button("Save threshold", null, "primary")
+ackDialog = AlertDialogBlock("Acknowledge INC-4821", "Acknowledge incident", "You are acknowledging INC-4821 (SEV-1: Elevated 5xx on /api/checkout). This will assign you as the incident owner and notify the channel.", "Acknowledge", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..b8374fabb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r1.txt
@@ -0,0 +1,88 @@
+
+
+root = Card([header, statusTags, perfHeading, kpiTable, otpChart, loadProgress, flightsHeading, flightTable, delayedCallout, cancellationCallout, gateHeading, gateChangeTable, crewHeading, crewTable, weatherHeading, weatherAlert, weatherTable, connectionsHeading, connectionTable, rebookHeading, rebookForm, hubHeading, hubForm, followUps], "card", "column", "l")
+header = CardHeader("Airline Hub Operations Desk", "ATL - Today 14:35 local")
+statusTags = TagBlock(["Hub: ATL", "Ops level: Normal", "Runway config: 9L/27R", "Next ops review: 15:00"])
+perfHeading = Heading("On-time performance today", "h2")
+kpiTable = Table([metricCol, valueCol, targetCol])
+metricCol = Col("Metric", ["On-time performance today", "Average passenger load today", "Cancellations today", "Average turnaround time"])
+valueCol = Col("Value", ["78.4%", "84.2%", "7", "42 min"])
+targetCol = Col("Target / threshold", [">= 80.0%", ">= 82.0%", "<= 5", "<= 45 min"])
+otpChart = PieChart(["On time", "Delayed", "Cancelled"], [78.4, 17.8, 3.8], "donut")
+loadProgress = Progress(84.2, "Average passenger load today")
+flightsHeading = Heading("Flight board", "h2")
+flightTable = Table([flightNoCol, routeCol, gateCol, statusCol])
+flightNoCol = Col("Flight", ["DL142", "DL203", "DL318", "DL455", "DL510", "DL687"])
+routeCol = Col("Route", ["ATL -> LAX", "ATL -> JFK", "ATL -> MCO", "ATL -> DTW", "ATL -> PHL", "ATL -> SEA"])
+gateCol = Col("Gate", ["B12", "C04", "A09", "D21", "B27", "E03"])
+statusCol = Col("Status", ["Departed on time", "Boarding - on time", "Delayed 35 min - maintenance", "Delayed 22 min - late inbound", "Cancelled - crew", "Scheduled - on time"])
+delayedCallout = Callout("warning", "Delayed flights", "DL318 ATL-MCO is delayed 35 min for maintenance. DL455 ATL-DTW is delayed 22 min for late inbound aircraft.")
+cancellationCallout = Callout("error", "Cancellations today", "7 cancellations to date, including DL510 ATL-PHL for crew availability and DL221 ATL-MSY for weather.")
+gateHeading = Heading("Recent gate changes", "h2")
+gateChangeTable = Table([gcFlightCol, gcRouteCol, gcOldCol, gcNewCol, gcTimeCol, gcReasonCol])
+gcFlightCol = Col("Flight", ["DL203", "DL318", "DL687", "DL510"])
+gcRouteCol = Col("Route", ["ATL -> JFK", "ATL -> MCO", "ATL -> SEA", "ATL -> PHL"])
+gcOldCol = Col("Previous gate", ["C02", "A03", "E11", "B18"])
+gcNewCol = Col("New gate", ["C04", "A09", "E03", "B27"])
+gcTimeCol = Col("Changed at", ["13:55", "13:40", "13:20", "12:55"])
+gcReasonCol = Col("Reason", ["Aircraft swap", "Ramp congestion", "Gate conflict", "Crew positioning"])
+crewHeading = Heading("Crews available for reassignment", "h2")
+crewTable = Table([crewIdCol, crewTypeCol, crewBaseCol, crewStatusCol, crewAvailCol])
+crewIdCol = Col("Crew", ["CRW-7341", "CRW-5220", "CRW-8863", "CRW-3157"])
+crewTypeCol = Col("Equipment", ["B738", "A321", "E175", "B767"])
+crewBaseCol = Col("Base", ["ATL", "ATL", "ATL", "ATL"])
+crewStatusCol = Col("Status", ["Ready", "Reserve", "Available", "Rest complete"])
+crewAvailCol = Col("Available at", ["14:50", "15:10", "15:25", "16:05"])
+weatherHeading = Heading("Weather advisories at the hub", "h2")
+weatherAlert = Alert("Weather advisory at ATL", "Crosswind gusts 25-30 kt expected 15:00-18:00. Low-level wind shear possible on final approach. Expect arrival delays and gate holds.", "warning")
+weatherTable = Table([advTypeCol, advValidCol, advImpactCol])
+advTypeCol = Col("Advisory", ["Crosswind gusts", "Low-level wind shear", "Thunderstorm possible"])
+advValidCol = Col("Valid", ["15:00-18:00", "15:30-17:00", "18:00-21:00"])
+advImpactCol = Col("Operational impact", ["Arrival delays and gate holds", "Final approach adjustments", "Possible ground stop"])
+connectionsHeading = Heading("Connections at risk of being missed", "h2")
+connectionTable = Table([connInboundCol, connArrivalGateCol, connOutCol, connDepGateCol, connPaxCol, connRiskCol])
+connInboundCol = Col("Inbound", ["DL142 LAX", "DL289 BOS", "DL607 MSP", "DL244 MIA"])
+connArrivalGateCol = Col("Arrival gate", ["B12", "A14", "D08", "B05"])
+connOutCol = Col("Connecting flight", ["DL203 JFK", "DL318 MCO", "DL687 SEA", "DL455 DTW"])
+connDepGateCol = Col("Departure gate", ["C04", "A09", "E03", "D21"])
+connPaxCol = Col("Passengers at risk", ["18", "12", "9", "7"])
+connRiskCol = Col("Risk", ["High", "Medium", "Low", "Medium"])
+rebookHeading = Heading("Rebook affected passengers", "h2")
+rebookForm = Form("rebook-affected-passengers", rebookButtons, [affectedFlightField, rebookOptionField, passengerCountField, assistanceField])
+affectedFlightField = FormControl("Affected flight", affectedFlightSelect, "Select a delayed or cancelled flight")
+affectedFlightSelect = Select("affected_flight", [af1, af2, af3, af4], "Choose flight")
+af1 = SelectItem("DL318", "DL318 ATL-MCO - delayed 35 min")
+af2 = SelectItem("DL455", "DL455 ATL-DTW - delayed 22 min")
+af3 = SelectItem("DL510", "DL510 ATL-PHL - cancelled")
+af4 = SelectItem("DL221", "DL221 ATL-MSY - cancelled")
+rebookOptionField = FormControl("Rebook option", rebookOptionRadio, "Choose the recovery path")
+rebookOptionRadio = RadioGroup("rebook_option", [optNext, optPartner, optRefund])
+optNext = RadioItem("Next available own flight", "Rebook on the next open departure", "next_own")
+optPartner = RadioItem("Partner airline", "Rebook via regional or partner service", "partner")
+optRefund = RadioItem("Refund / no rebook", "Process refund or travel credit", "refund")
+passengerCountField = FormControl("Passengers to rebook", passengerInput, "Enter total affected passengers")
+passengerInput = Input("pax_count", "36", "number")
+assistanceField = FormControl("Special assistance required", assistanceSelect, "Optional")
+assistanceSelect = Select("assistance", [assistNone, assistWheel, assistMinor, assistService], "Choose assistance type")
+assistNone = SelectItem("none", "None")
+assistWheel = SelectItem("wheelchair", "Wheelchair assistance")
+assistMinor = SelectItem("unaccompanied_minor", "Unaccompanied minor")
+assistService = SelectItem("service_animal", "Service animal")
+rebookButtons = Buttons([rebookSubmit, rebookHold], "row")
+rebookSubmit = Button("Rebook passengers", null, "primary")
+rebookHold = Button("Hold seats while reviewing", null, "secondary")
+hubHeading = Heading("Look at a different hub", "h2")
+hubForm = Form("switch-hub", hubButtons, [hubField])
+hubField = FormControl("Hub to review", hubSelect, "Load another hub operations board")
+hubSelect = Select("hub", [hubATL, hubORD, hubDFW, hubDTW, hubMSP], "Choose hub")
+hubATL = SelectItem("ATL", "Atlanta - current")
+hubORD = SelectItem("ORD", "Chicago O'Hare")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth")
+hubDTW = SelectItem("DTW", "Detroit")
+hubMSP = SelectItem("MSP", "Minneapolis/St. Paul")
+hubButtons = Buttons([hubLoadBtn])
+hubLoadBtn = Button("Load selected hub", null, "primary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show delayed flights with passenger counts")
+fu2 = FollowUpItem("Find crews rated for B738 reassignment")
+fu3 = FollowUpItem("Open rebooking queue for DL510")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..45fa59af2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r2.txt
@@ -0,0 +1,60 @@
+root = Card([header, hubRow, kpiRow, weatherAlert, delayCallout, cancelCallout, flightSection, gateSection, connSection, crewSection, rebookSection])
+header = CardHeader("Hub Operations Desk", "ATL — Hartsfield-Jackson Atlanta International")
+hubRow = Card([hubLabel, hubSelect], "clear", "row", "m", "center")
+hubLabel = TextContent("View hub:", "small-heavy")
+hubSelect = Select("hub", [hubATL, hubORD, hubDFW, hubDEN, hubLAX], "Select hub", null, "ATL", "small")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubDEN = SelectItem("DEN", "Denver (DEN)")
+hubLAX = SelectItem("LAX", "Los Angeles (LAX)")
+kpiRow = Card([otpCard, loadCard, turnCard], "clear", "row", "m")
+otpCard = Card([otpTitle, otpProgress], "sunk")
+otpTitle = TextContent("On-Time Performance", "small-heavy")
+otpProgress = Progress(78, "78% on-time today")
+loadCard = Card([loadTitle, loadProgress], "sunk")
+loadTitle = TextContent("Avg Passenger Load", "small-heavy")
+loadProgress = Progress(84, "84% average load factor")
+turnCard = Card([turnTitle, turnProgress], "sunk")
+turnTitle = TextContent("Avg Turnaround Time", "small-heavy")
+turnProgress = Progress(70, "42 min (target: 60 min)")
+weatherAlert = Alert("Weather Advisory — ATL", "Convective SIGMET valid until 21:00Z. Scattered thunderstorms 25NM radius, tops FL450. Expect ground delays 30–50 min on west departures.", "warning")
+delayCallout = Callout("warning", "7 Delayed Flights", "DL 1423 (+45 min), DL 892 (+38 min), DL 2201 (+62 min), DL 445 (+25 min), DL 3107 (+55 min), DL 764 (+30 min), DL 1988 (+41 min)")
+cancelCallout = Callout("error", "3 Cancellations Today", "DL 2044 (ATL→MCO) — crew timeout. DL 1567 (ATL→BOS) — mechanical. DL 3390 (ATL→MSP) — weather at destination.")
+flightSection = SectionBlock([flightItem], true)
+flightItem = SectionItem("flights", "Flight Board — Next 4 Hours", [flightTable])
+flightTable = Table([colFlight, colRoute, colGate, colStatus])
+colFlight = Col("Flight", ["DL 1423", "DL 892", "DL 2201", "DL 445", "DL 3107", "DL 764", "DL 1988", "DL 510", "DL 1042", "DL 2876"])
+colRoute = Col("Route", ["ATL→LAX", "ATL→SFO", "ATL→DEN", "ATL→MIA", "ATL→SEA", "ATL→ORD", "ATL→PHX", "ATL→JFK", "ATL→BOS", "ATL→MSP"])
+colGate = Col("Gate", ["B12", "C4", "A22", "D7", "B31", "C18", "A9", "D14", "B25", "C2"])
+colStatus = Col("Status", ["Delayed +45m", "Delayed +38m", "Delayed +62m", "Delayed +25m", "Delayed +55m", "Delayed +30m", "Delayed +41m", "On Time", "On Time", "Boarding"])
+gateSection = SectionBlock([gateItem], true)
+gateItem = SectionItem("gates", "Recent Gate Changes", [gateTable])
+gateTable = Table([colGFlight, colGFrom, colGTo, colGTime])
+colGFlight = Col("Flight", ["DL 2201", "DL 3107", "DL 510", "DL 1042"])
+colGFrom = Col("From", ["B18", "A14", "C22", "D3"])
+colGTo = Col("To", ["A22", "B31", "D14", "B25"])
+colGTime = Col("Changed", ["14:22", "14:35", "14:41", "14:55"])
+connSection = SectionBlock([connItem], true)
+connItem = SectionItem("connections", "Connections at Risk (12 pax)", [connTable])
+connTable = Table([colCFlight, colCConn, colCPax, colCBuffer, colCRisk])
+colCFlight = Col("Inbound", ["DL 1423", "DL 2201", "DL 3107", "DL 1423", "DL 2201"])
+colCConn = Col("Connection", ["DL 510 → JFK", "DL 892 → SFO", "DL 764 → ORD", "DL 2876 → MSP", "DL 445 → MIA"])
+colCPax = Col("Pax", [3, 2, 4, 1, 2])
+colCBuffer = Col("Buffer", ["8 min", "5 min", "12 min", "6 min", "9 min"])
+colCRisk = Col("Risk", ["HIGH", "HIGH", "MEDIUM", "HIGH", "MEDIUM"])
+crewSection = SectionBlock([crewItem], true)
+crewItem = SectionItem("crews", "Crews Available for Reassignment", [crewTable])
+crewTable = Table([colCrewID, colCrewType, colCrewBase, colCrewStatus, colCrewDuty])
+colCrewID = Col("Crew ID", ["A7742", "B3310", "C1298", "D5501", "E8823"])
+colCrewType = Col("Type", ["B737 Captain + FO", "A321 Captain + FO", "B757 Captain + FO", "A320 Captain + FO", "B737 Captain + FO"])
+colCrewBase = Col("Base", ["ATL", "ATL", "ATL", "ATL", "ATL"])
+colCrewStatus = Col("Status", ["Reserve — Ready", "Reserve — Ready", "Rest complete 15:00", "Reserve — Ready", "Reserve — Ready"])
+colCrewDuty = Col("Duty Remaining", ["9h 20m", "11h 05m", "8h 45m", "10h 30m", "12h 00m"])
+rebookSection = Card([rebookTitle, rebookDesc, rebookButtons], "sunk")
+rebookTitle = TextContent("Passenger Rebooking", "large-heavy")
+rebookDesc = TextContent("12 passengers on at-risk connections and 47 passengers on cancelled flights need rebooking.", "default")
+rebookButtons = Buttons([rebookBtn, rebookAllBtn, escalateBtn])
+rebookBtn = Button("Rebook At-Risk Connections", null, "primary")
+rebookAllBtn = Button("Rebook Cancelled Flight Pax", null, "secondary")
+escalateBtn = Button("Escalate to Duty Manager", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..a6bddd3ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r3.txt
@@ -0,0 +1,69 @@
+
+
+root = Card([header, hubCard, kpis, weatherAlert, delayedCallout, cancelCallout, flightsTable, opsSections, rebookDialog, followUps])
+header = CardHeader("Hub Operations Desk", "Live overview — updated 14:32 CT")
+hubCard = Card([hubLabel, hubSelect], "sunk", "row", "m", "center")
+hubLabel = TextContent("Viewing hub:", "small-heavy")
+hubSelect = Select("hub", [hubORD, hubATL, hubDFW, hubDEN, hubLAX], "Select a hub", null, "ORD")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare")
+hubATL = SelectItem("ATL", "ATL — Atlanta Hartsfield")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubDEN = SelectItem("DEN", "DEN — Denver Intl")
+hubLAX = SelectItem("LAX", "LAX — Los Angeles Intl")
+kpis = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Metric", ["On-Time Performance", "Avg Passenger Load", "Avg Turnaround Time", "Cancellations Today"])
+kpiValue = Col("Value", ["78.4%", "84.2%", "52 min", "7"])
+kpiTrend = Col("vs Yesterday", ["▼ 3.1%", "▲ 1.8%", "▲ 4 min", "▲ 2"])
+weatherAlert = Alert("Weather Advisory — ORD", "Ground stop in effect until 15:15 CT due to thunderstorm cell 8NM SW. Expect 25–40 min departure delays on Runways 27L/27R. Winds gusting 32 kts.", "warning")
+delayedCallout = Callout("warning", "6 Flights Currently Delayed", "UA 1482 (+38 min), UA 2210 (+52 min), UA 903 (+27 min), UA 1877 (+44 min), UA 615 (+31 min), UA 2044 (+63 min). Primary cause: weather ground stop and inbound aircraft late.")
+cancelCallout = Callout("error", "7 Cancellations Today", "UA 332, UA 1198, UA 4451, UA 5520, UA 6087, UA 7714, UA 8803 — 4 weather-related, 2 crew legality, 1 mechanical. 412 passengers affected.")
+flightsTable = Table([colFlight, colRoute, colGate, colStatus])
+colFlight = Col("Flight", ["UA 1482", "UA 2210", "UA 903", "UA 1877", "UA 615", "UA 2044", "UA 332", "UA 1198", "UA 774", "UA 1550", "UA 2891", "UA 445"])
+colRoute = Col("Route", ["ORD → LAX", "ORD → SFO", "ORD → JFK", "ORD → MIA", "ORD → SEA", "ORD → BOS", "ORD → DEN", "ORD → ATL", "ORD → EWR", "ORD → PHX", "ORD → MSP", "ORD → IAD"])
+colGate = Col("Gate", ["B12", "C8", "B22", "C14", "B7", "C3", "—", "—", "B18", "C21", "B4", "C11"])
+colStatus = Col("Status", ["Delayed +38m", "Delayed +52m", "Delayed +27m", "Delayed +44m", "Delayed +31m", "Delayed +63m", "Cancelled", "Cancelled", "On Time", "Boarding", "On Time", "On Time"])
+opsSections = SectionBlock([gateSection, connSection, crewSection], true)
+gateSection = SectionItem("gates", "Recent Gate Changes (4)", [gateList])
+gateList = ListBlock([gate1, gate2, gate3, gate4])
+gate1 = ListItem("UA 903: B14 → B22", "Changed 13:58 — ramp congestion", null, "Acknowledge")
+gate2 = ListItem("UA 1550: C19 → C21", "Changed 13:41 — aircraft swap", null, "Acknowledge")
+gate3 = ListItem("UA 615: B9 → B7", "Changed 13:22 — gate conflict", null, "Acknowledge")
+gate4 = ListItem("UA 2891: B2 → B4", "Changed 12:55 — maintenance hold", null, "Acknowledge")
+connSection = SectionItem("connections", "Connections at Risk (5)", [connTable])
+connTable = Table([connFlight, connInbound, connOutbound, connTime, connRisk])
+connFlight = Col("Passenger Group", ["18 pax", "34 pax", "12 pax", "22 pax", "9 pax"])
+connInbound = Col("Inbound", ["UA 615 (SEA)", "UA 2044 (BOS)", "UA 1482 (LAX)", "UA 1877 (MIA)", "UA 903 (JFK)"])
+connOutbound = Col("Outbound", ["UA 445 (IAD)", "UA 774 (EWR)", "UA 2891 (MSP)", "UA 1550 (PHX)", "UA 332 (DEN)"])
+connTime = Col("Connection Window", ["18 min", "22 min", "15 min", "25 min", "—"])
+connRisk = Col("Risk Level", ["High", "High", "Critical", "Medium", "Missed (CX)"])
+crewSection = SectionItem("crews", "Crews Available for Reassignment (6)", [crewTable])
+crewTable = Table([crewName, crewRole, crewBase, crewStatus, crewLegality])
+crewName = Col("Crew", ["Capt. R. Vasquez", "FO L. Chen", "Capt. M. Okafor", "FO S. Patel", "FA Team Alpha (4)", "FA Team Bravo (3)"])
+crewRole = Col("Role", ["Captain", "First Officer", "Captain", "First Officer", "Flight Attendants", "Flight Attendants"])
+crewBase = Col("Base", ["ORD", "ORD", "ORD", "ORD", "ORD", "ORD"])
+crewStatus = Col("Status", ["Reserve — Ready", "Reserve — Ready", "Reserve — Ready", "Reserve — Ready", "Reserve — Ready", "Reserve — Ready"])
+crewLegality = Col("Legality (hrs left)", ["9.2", "10.5", "8.1", "11.0", "12.4", "11.8"])
+rebookDialog = DialogBlock("Rebook Affected Passengers", "Passenger Rebooking Tool", "Search and rebook passengers impacted by delays or cancellations.", [rebookForm], "primary")
+rebookForm = Form("rebook", rebookButtons, [rebookFlightField, rebookPaxField, rebookPriorityField, rebookMethodField])
+rebookFlightField = FormControl("Affected Flight", rebookFlightInput, "Enter flight number to pull passenger manifest")
+rebookFlightInput = Input("flight", "UA 332", "text")
+rebookPaxField = FormControl("Passenger Name or PNR", rebookPaxInput)
+rebookPaxInput = Input("pnr", "", "text")
+rebookPriorityField = FormControl("Rebooking Priority", rebookPrioritySelect)
+rebookPrioritySelect = Select("priority", [priHigh, priMed, priLow], "Select priority")
+priHigh = SelectItem("high", "High — Elite / Full-fare")
+priMed = SelectItem("medium", "Medium — Standard")
+priLow = SelectItem("low", "Low — Basic Economy")
+rebookMethodField = FormControl("Rebooking Method", rebookMethodRadio)
+rebookMethodRadio = RadioGroup("method", [methodAuto, methodManual, methodPartner])
+methodAuto = RadioItem("Auto-rebook", "System finds next available seat on same route", "auto")
+methodManual = RadioItem("Manual rebook", "Agent selects specific flight and seat", "manual")
+methodPartner = RadioItem("Partner airline", "Rebook on Star Alliance partner carrier", "partner")
+rebookButtons = Buttons([rebookSubmit, rebookCancel])
+rebookSubmit = Button("Rebook Passengers", null, "primary")
+rebookCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show me the rebooking queue for UA 332")
+fu2 = FollowUpItem("What is the weather forecast for the next 4 hours?")
+fu3 = FollowUpItem("Which crews are closest to legality limits?")
+fu4 = FollowUpItem("Switch to ATL hub overview")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..e73ebcaf3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-airline__r4.txt
@@ -0,0 +1,103 @@
+
+
+root = Card([header, hubBadge, metricsHeading, kpiTable, delayedCallout, flightsHeading, flightTable, gateHeading, gateChangesTable, crewHeading, crewTable, weatherHeading, weatherAlert, loadProgress, connectionsHeading, connectionTable, rebookHeading, rebookForm, hubHeading, hubForm, cancellationsHeading, cancellationTable, turnaroundCallout], "card", "column", "l")
+
+header = CardHeader("Hub Operations Desk", "ORD — Chicago O'Hare | Today 14:35Z")
+hubBadge = Badge("Hub: ORD", "secondary")
+
+metricsHeading = Heading("Today's performance", "h3")
+kpiTable = Table([kpiMetricCol, kpiValueCol])
+kpiMetricCol = Col("Metric", ["On-time performance today", "Delayed flights", "Cancellations today", "Average passenger load", "Average turnaround time"])
+kpiValueCol = Col("Value", ["81.4%", "14 active", "3 total", "78.3%", "52 min"])
+
+delayedCallout = Callout("warning", "Delayed flights", "14 delays active. Worst: UA284 ORD-DEN 45 min, DL109 ATL-ORD 35 min, AS922 ORD-SEA 25 min.")
+
+flightsHeading = Heading("Flight status board", "h3")
+flightTable = Table([flightNoCol, routeCol, gateCol, statusCol])
+flightNoCol = Col("Flight", ["UA284", "DL109", "AS922", "AA1501", "WN314", "UA77", "DL208", "AA482"])
+routeCol = Col("Route", ["ORD → DEN", "ATL → ORD", "ORD → SEA", "ORD → LAX", "ORD → DAL", "ORD → SFO", "MCO → ORD", "ORD → CLT"])
+gateCol = Col("Gate", ["B12", "C4", "D18", "B22", "C9", "A7", "D4", "B3"])
+statusCol = Col("Status", ["Delayed 45m", "Delayed 35m", "Delayed 25m", "On Time", "Boarding", "Departed", "On Time", "Cancelled"])
+
+gateHeading = Heading("Recent gate changes", "h3")
+gateChangesTable = Table([gcTimeCol, gcFlightCol, gcFromCol, gcToCol, gcReasonCol])
+gcTimeCol = Col("Time", ["14:10Z", "13:45Z", "13:20Z", "12:55Z"])
+gcFlightCol = Col("Flight", ["UA284", "DL109", "AA482", "DL208"])
+gcFromCol = Col("From", ["B8", "C2", "B5", "D9"])
+gcToCol = Col("To", ["B12", "C4", "B3", "D4"])
+gcReasonCol = Col("Reason", ["De-ice queue", "Aircraft swap", "Crew availability", "Ramp congestion"])
+
+crewHeading = Heading("Crews available for reassignment", "h3")
+crewTable = Table([crewIdCol, crewTypeCol, crewBaseCol, crewAvailableCol, crewRestCol])
+crewIdCol = Col("Crew", ["CRW-3301", "CRW-2764", "CRW-1098", "CRW-4551"])
+crewTypeCol = Col("Type", ["Flight deck", "Cabin", "Flight deck", "Cabin"])
+crewBaseCol = Col("Base", ["ORD", "ORD", "DEN", "ATL"])
+crewAvailableCol = Col("Available", ["15:10Z", "Now", "16:40Z", "Now"])
+crewRestCol = Col("Rest", ["Legal", "16h", "Legal", "14h"])
+
+weatherHeading = Heading("Weather advisories", "h3")
+weatherAlert = Alert("Weather advisory", "Winter weather advisory at ORD 18:00Z-02:00Z. 2-4 in snow expected, de-icing queues likely, EDCTs possible.", "warning")
+
+loadProgress = Progress(78.3, "Average passenger load today")
+
+connectionsHeading = Heading("Connections at risk", "h3")
+connectionTable = Table([connPaxCol, connInboundCol, connOutboundCol, connTimeCol, connRiskCol])
+connPaxCol = Col("Pax", [18, 9, 14, 6, 22], "number")
+connInboundCol = Col("Inbound", ["DL208 MCO → ORD", "UA1090 DEN → ORD", "AA901 DFW → ORD", "DL109 ATL → ORD", "UA1420 IAH → ORD"])
+connOutboundCol = Col("Outbound", ["UA77 ORD → SFO", "AA1501 ORD → LAX", "WN314 ORD → DAL", "AS922 ORD → SEA", "UA284 ORD → DEN"])
+connTimeCol = Col("Connect", ["24 min", "31 min", "35 min", "38 min", "42 min"])
+connRiskCol = Col("Risk", ["High", "Medium", "Medium", "High", "Medium"])
+
+rebookHeading = Heading("Rebook affected passengers", "h3")
+rebookForm = Form("rebook-affected-passengers", rebookButtons, [rebookFlightField, rebookPnrField, rebookActionField, rebookPriorityField, rebookNotesField])
+rebookButtons = Buttons([rebookSubmit, rebookReset])
+rebookSubmit = Button("Rebook passengers", null, "primary")
+rebookReset = Button("Clear", null, "tertiary")
+
+rebookFlightField = FormControl("Affected flight", rebookFlightSelect, "Choose delayed or cancelled flight")
+rebookFlightSelect = Select("affected_flight", [rebookFlight1, rebookFlight2, rebookFlight3, rebookFlight4], "Select flight")
+rebookFlight1 = SelectItem("UA284", "UA284 ORD → DEN — delayed 45m")
+rebookFlight2 = SelectItem("DL109", "DL109 ATL → ORD — delayed 35m")
+rebookFlight3 = SelectItem("AS922", "AS922 ORD → SEA — delayed 25m")
+rebookFlight4 = SelectItem("AA482", "AA482 ORD → CLT — cancelled")
+
+rebookPnrField = FormControl("Record locator", rebookLocatorInput, "Optional for individual rebooking")
+rebookLocatorInput = Input("record_locator", "ABC123", "text")
+
+rebookActionField = FormControl("Rebooking action", rebookActionRadio)
+rebookActionRadio = RadioGroup("rebook_action", [rebookActionSame, rebookActionPartner, rebookActionNext, rebookActionHotel], "same_airline")
+rebookActionSame = RadioItem("Same airline", "Own-metal next feasible flight", "same_airline")
+rebookActionPartner = RadioItem("Partner airline", "Interline or partner reaccommodation", "partner")
+rebookActionNext = RadioItem("Next available", "Auto-assign across network", "next_available")
+rebookActionHotel = RadioItem("Hotel + tomorrow", "Overnight recovery when no seats today", "hotel")
+
+rebookPriorityField = FormControl("Priority", rebookPrioritySelect)
+rebookPrioritySelect = Select("priority", [priorityCritical, priorityHigh, priorityStandard], "Standard")
+priorityCritical = SelectItem("critical", "Critical — missed connections, medical")
+priorityHigh = SelectItem("high", "High — tight connections, premium")
+priorityStandard = SelectItem("standard", "Standard — general pool")
+
+rebookNotesField = FormControl("Notes", rebookNotes, "Add coordination notes")
+rebookNotes = TextArea("notes", "Example: 12 passengers at risk; need wheelchair assistance", 3)
+
+hubHeading = Heading("Switch hub", "h3")
+hubForm = Form("switch-hub", hubButtons, [hubField])
+hubButtons = Buttons([hubSwitchBtn])
+hubSwitchBtn = Button("View selected hub", null, "secondary")
+hubField = FormControl("Hub", hubSelect, "Switch operations view")
+hubSelect = Select("hub", [hubORD, hubDEN, hubATL, hubDFW, hubSEA], "Choose another hub")
+hubORD = SelectItem("ORD", "ORD — Chicago O'Hare")
+hubDEN = SelectItem("DEN", "DEN — Denver")
+hubATL = SelectItem("ATL", "ATL — Atlanta")
+hubDFW = SelectItem("DFW", "DFW — Dallas/Fort Worth")
+hubSEA = SelectItem("SEA", "SEA — Seattle")
+
+cancellationsHeading = Heading("Cancellations today", "h3")
+cancellationTable = Table([cancelFlightCol, cancelRouteCol, cancelReasonCol, cancelPaxCol, cancelStatusCol])
+cancelFlightCol = Col("Flight", ["AA482", "UA1031", "DL1557"])
+cancelRouteCol = Col("Route", ["ORD → CLT", "ORD → EWR", "IND → ORD"])
+cancelReasonCol = Col("Reason", ["Crew legality", "De-icing hold", "Inbound aircraft"])
+cancelPaxCol = Col("Passengers", [132, 118, 76], "number")
+cancelStatusCol = Col("Status", ["96 rebooked", "Rebooking in progress", "Moved to next flight"])
+
+turnaroundCallout = TextCallout("info", "Average turnaround time", "52 minutes today, 7 minutes above target. Longest turns on international arrivals and de-icing holds.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..8d7d34f5b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r1.txt
@@ -0,0 +1,64 @@
+
+
+root = Card([header, balancesTable, txHeading, txTable, spendHeading, spendChart, billsHeading, billsList, goalHeading, goalProgress, creditHeading, creditDisplay, creditBar, transferHeading, transferForm, actionsHeading, actionsRow])
+header = CardHeader("My Banking", "Welcome back, Jordan")
+balancesTable = Table([acctCol, balCol, statusCol])
+acctCol = Col("Account", ["Checking", "Savings", "Credit Card"])
+balCol = Col("Balance", ["$4,285.50", "$12,750.00", "$1,842.30 owed"])
+statusCol = Col("Status", ["Active", "Active", "Active"])
+txHeading = Heading("Recent Transactions", "h3")
+txTable = Table([dateCol, merchantCol, amountCol])
+dateCol = Col("Date", ["May 28", "May 27", "May 27", "May 26", "May 25"])
+merchantCol = Col("Merchant", ["Whole Foods Market", "Netflix", "Shell Gas Station", "Amazon.com", "Payroll Direct Deposit"])
+amountCol = Col("Amount", ["-$87.43", "-$15.99", "-$52.18", "-$34.99", "+$3,200.00"])
+spendHeading = Heading("Spending This Month", "h3")
+spendChart = PieChart(["Groceries", "Dining", "Transport", "Entertainment", "Shopping", "Utilities"], [420, 285, 195, 150, 310, 180], "donut")
+billsHeading = Heading("Bills Due Soon", "h3")
+billsList = ListBlock([billRent, billElectric, billInternet, billInsurance])
+billRent = ListItem("Rent", "Due Jun 1 · $1,450.00")
+billElectric = ListItem("Electric", "Due Jun 5 · $95.00")
+billInternet = ListItem("Internet", "Due Jun 8 · $70.00")
+billInsurance = ListItem("Car Insurance", "Due Jun 12 · $145.00")
+goalHeading = Heading("Vacation Savings Goal", "h3")
+goalProgress = Progress(64, "$3,200 of $5,000 saved")
+creditHeading = Heading("Credit Score", "h3")
+creditDisplay = TextContent("742", "large-heavy")
+creditBar = Progress(87, "Excellent · 742 / 850")
+transferHeading = Heading("Transfer Money", "h3")
+transferForm = Form("transfer", formButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Select source")
+fromChecking = SelectItem("checking", "Checking · $4,285.50")
+fromSavings = SelectItem("savings", "Savings · $12,750.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Select destination")
+toChecking = SelectItem("checking", "Checking")
+toSavings = SelectItem("savings", "Savings")
+toCredit = SelectItem("credit", "Credit Card payment")
+amountField = FormControl("Amount", amountInput, "Enter dollar amount")
+amountInput = Input("amount", "0.00", "number")
+formButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer", null, "primary")
+actionsHeading = Heading("Quick Actions", "h3")
+actionsRow = Card([freezeAction, statementAction, alertsAction, disputeAction], "clear", "row", "m", null, null, true)
+freezeAction = AlertDialogBlock("Freeze Credit Line", "Freeze Credit Line", "This will temporarily block all new charges on your credit card. You can unfreeze it at any time.", "Confirm Freeze", "Cancel", "destructive")
+statementAction = DialogBlock("Statement Period", "Select Statement Period", "Choose which statement you want to view or download.", [statementSelect], "outline")
+statementSelect = Select("period", [periodMay, periodApr, periodMar, periodFeb], "Choose a period")
+periodMay = SelectItem("may-2025", "May 2025")
+periodApr = SelectItem("apr-2025", "April 2025")
+periodMar = SelectItem("mar-2025", "March 2025")
+periodFeb = SelectItem("feb-2025", "February 2025")
+alertsAction = DialogBlock("Manage Alerts", "Alert Triggers", "Choose which events should send you a notification.", [alertSwitches], "outline")
+alertSwitches = SwitchGroup("alerts", [alertLarge, alertLowBal, alertDue, alertLogin, alertIntl])
+alertLarge = SwitchItem("Large transactions", "Notify when a purchase exceeds $500", "large_tx", true)
+alertLowBal = SwitchItem("Low balance", "Notify when checking drops below $200", "low_balance", true)
+alertDue = SwitchItem("Bill reminders", "Notify 3 days before a bill is due", "bill_due", true)
+alertLogin = SwitchItem("New device login", "Notify on sign-in from unrecognized device", "new_login", true)
+alertIntl = SwitchItem("International transactions", "Notify on any foreign charge", "intl_tx", false)
+disputeAction = DialogBlock("Dispute a Transaction", "File a Dispute", "Select the transaction you want to dispute and provide a reason.", [disputeSelect, disputeReason], "outline")
+disputeSelect = Select("dispute_tx", [dtWholeFoods, dtNetflix, dtShell, dtAmazon], "Select transaction")
+dtWholeFoods = SelectItem("tx1", "May 28 · Whole Foods Market · $87.43")
+dtNetflix = SelectItem("tx2", "May 27 · Netflix · $15.99")
+dtShell = SelectItem("tx3", "May 27 · Shell Gas Station · $52.18")
+dtAmazon = SelectItem("tx4", "May 26 · Amazon.com · $34.99")
+disputeReason = TextArea("reason", "Describe why you are disputing this charge...", 3)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..e68c6dc56
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r2.txt
@@ -0,0 +1,93 @@
+root = Card([header, balancesSection, transactionsSection, spendingSection, billsSection, goalSection, creditSection, actionsSection])
+header = CardHeader("My Banking", "Welcome back, Alex")
+balancesSection = SectionBlock([balancesItem], true)
+balancesItem = SectionItem("balances", "Account Balances", [balancesTable])
+balancesTable = Table([balAccount, balAvailable, balPending])
+balAccount = Col("Account", ["Checking ••4821", "Savings ••7293", "Credit Card ••5610"])
+balAvailable = Col("Available", ["$4,283.50", "$12,740.00", "$1,847.22"])
+balPending = Col("Pending", ["$120.00", "$0.00", "$342.15"])
+transactionsSection = SectionBlock([transactionsItem], true)
+transactionsItem = SectionItem("transactions", "Recent Transactions", [txTable])
+txTable = Table([txDate, txMerchant, txAmount, txCategory])
+txDate = Col("Date", ["Jun 14", "Jun 13", "Jun 13", "Jun 12", "Jun 11", "Jun 10", "Jun 10", "Jun 9"])
+txMerchant = Col("Merchant", ["Whole Foods Market", "Shell Gas Station", "Netflix", "Target", "Starbucks", "Amazon", "Uber Eats", "Gym Membership"])
+txAmount = Col("Amount", ["-$87.32", "-$54.10", "-$15.99", "-$63.45", "-$6.75", "-$42.99", "-$28.50", "-$49.00"])
+txCategory = Col("Category", ["Groceries", "Transport", "Entertainment", "Shopping", "Dining", "Shopping", "Dining", "Health"])
+spendingSection = SectionBlock([spendingItem], true)
+spendingItem = SectionItem("spending", "Spending by Category — June", [spendingChart, spendingTotal])
+spendingChart = PieChart(["Groceries", "Dining", "Transport", "Shopping", "Entertainment", "Health", "Utilities"], [420, 310, 195, 280, 145, 98, 175], "donut")
+spendingTotal = TextContent("**Total spent this month:** $1,623.00", "small")
+billsSection = SectionBlock([billsItem], true)
+billsItem = SectionItem("bills", "Bills Due Soon", [billsList])
+billsList = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("Electric — ConEd", "Due Jun 18 · $94.20")
+bill2 = ListItem("Internet — Verizon Fios", "Due Jun 20 · $79.99")
+bill3 = ListItem("Car Insurance — Geico", "Due Jun 22 · $142.00")
+bill4 = ListItem("Rent — 45 Oak St", "Due Jul 1 · $1,850.00")
+goalSection = SectionBlock([goalItem], true)
+goalItem = SectionItem("goal", "Vacation Savings Goal", [goalProgress, goalDetail])
+goalProgress = Progress(68, "Bali Trip — $6,800 of $10,000")
+goalDetail = TextContent("You're on track! At your current pace you'll reach your goal by **September 15**.", "small")
+creditSection = SectionBlock([creditItem], true)
+creditItem = SectionItem("credit", "Credit Score", [creditScore, creditNote])
+creditScore = RadialChart(["Score"], [742])
+creditNote = TextContent("Your score is in the **Good** range (670–739). It increased 12 points since last month.", "small")
+actionsSection = SectionBlock([transferItem, freezeItem, statementItem, alertsItem, disputeItem], false)
+transferItem = SectionItem("transfer", "Transfer Money", [transferForm])
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Select source")
+fromChecking = SelectItem("checking", "Checking ••4821 — $4,283.50")
+fromSavings = SelectItem("savings", "Savings ••7293 — $12,740.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings], "Select destination")
+toChecking = SelectItem("checking", "Checking ••4821")
+toSavings = SelectItem("savings", "Savings ••7293")
+amountField = FormControl("Amount", amountInput, "Enter dollar amount")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer", null, "primary")
+freezeItem = SectionItem("freeze", "Freeze Credit Line", [freezeAlert])
+freezeAlert = AlertDialogBlock("Freeze Credit Line", "Freeze your credit line?", "This will block all new charges on your credit card ••5610. Existing recurring payments will still go through. You can unfreeze at any time.", "Freeze", "Cancel", "destructive")
+statementItem = SectionItem("statement", "View Statement", [statementForm])
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Statement period", periodSelect)
+periodSelect = Select("period", [periodMay, periodApr, periodMar, periodFeb, periodJan], "Choose a period")
+periodMay = SelectItem("may-2025", "May 2025")
+periodApr = SelectItem("apr-2025", "April 2025")
+periodMar = SelectItem("mar-2025", "March 2025")
+periodFeb = SelectItem("feb-2025", "February 2025")
+periodJan = SelectItem("jan-2025", "January 2025")
+statementButtons = Buttons([statementBtn])
+statementBtn = Button("View Statement", null, "secondary")
+alertsItem = SectionItem("alerts", "Manage Alerts", [alertsForm])
+alertsForm = Form("alerts", alertsButtons, [alertsCheckField])
+alertsCheckField = FormControl("Choose what triggers alerts", alertsCheckGroup)
+alertsCheckGroup = CheckBoxGroup("alert_types", [alertLarge, alertLow, alertDue, alertUnusual, alertDeposit])
+alertLarge = CheckBoxItem("Large purchases", "Notify me for any charge over $100", "large_purchase", true)
+alertLow = CheckBoxItem("Low balance", "Alert when checking drops below $500", "low_balance", true)
+alertDue = CheckBoxItem("Bill reminders", "Remind me 3 days before a bill is due", "bill_due", true)
+alertUnusual = CheckBoxItem("Unusual activity", "Flag transactions that look out of pattern", "unusual", true)
+alertDeposit = CheckBoxItem("Direct deposit received", "Notify when payroll hits", "deposit", false)
+alertsButtons = Buttons([alertsSaveBtn])
+alertsSaveBtn = Button("Save Preferences", null, "primary")
+disputeItem = SectionItem("dispute", "Dispute a Transaction", [disputeForm])
+disputeForm = Form("dispute", disputeButtons, [disputeTxField, disputeReasonField, disputeDetailsField])
+disputeTxField = FormControl("Select transaction", disputeTxSelect)
+disputeTxSelect = Select("dispute_tx", [dt1, dt2, dt3, dt4, dt5], "Choose the transaction to dispute")
+dt1 = SelectItem("tx1", "Jun 14 — Whole Foods Market — $87.32")
+dt2 = SelectItem("tx2", "Jun 13 — Shell Gas Station — $54.10")
+dt3 = SelectItem("tx3", "Jun 13 — Netflix — $15.99")
+dt4 = SelectItem("tx4", "Jun 12 — Target — $63.45")
+dt5 = SelectItem("tx5", "Jun 11 — Starbucks — $6.75")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [reasonUnauth, reasonWrong, reasonDup, reasonNotReceived, reasonOther], "Select a reason")
+reasonUnauth = SelectItem("unauthorized", "I didn't authorize this charge")
+reasonWrong = SelectItem("wrong_amount", "The amount is incorrect")
+reasonDup = SelectItem("duplicate", "I was charged twice")
+reasonNotReceived = SelectItem("not_received", "Goods/services not received")
+reasonOther = SelectItem("other", "Other")
+disputeDetailsField = FormControl("Additional details", disputeTextArea, "Optional — describe what happened")
+disputeTextArea = TextArea("dispute_details", "Tell us more about the issue...", 4)
+disputeButtons = Buttons([disputeSubmitBtn])
+disputeSubmitBtn = Button("Submit Dispute", null, "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..53bed3b86
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r3.txt
@@ -0,0 +1,82 @@
+root = Card([header, balances, transactions, spending, bills, goal, creditScore, actions])
+header = CardHeader("My Banking", "Welcome back, Alex")
+balances = Table([acctName, acctBalance, acctChange])
+acctName = Col("Account", ["Checking", "Savings", "Credit Card"])
+acctBalance = Col("Balance", ["$8,241.53", "$24,870.00", "-$1,342.18"])
+acctChange = Col("This Month", ["+$1,220", "+$450", "-$312"])
+transactions = Table([txDate, txMerchant, txAmount, txCategory])
+txDate = Col("Date", ["Jun 12", "Jun 11", "Jun 11", "Jun 10", "Jun 9", "Jun 8"])
+txMerchant = Col("Merchant", ["Whole Foods", "Netflix", "Shell Gas", "Amazon", "Starbucks", "Uber"])
+txAmount = Col("Amount", ["-$84.32", "-$15.99", "-$52.10", "-$37.49", "-$6.75", "-$18.20"])
+txCategory = Col("Category", ["Groceries", "Subscriptions", "Transport", "Shopping", "Dining", "Transport"])
+spending = PieChart(["Groceries", "Transport", "Dining", "Shopping", "Subscriptions", "Utilities"], [420, 285, 195, 310, 87, 145], "donut")
+bills = ListBlock([billElectric, billInternet, billInsurance, billPhone], "number")
+billElectric = ListItem("Electric Bill", "Due Jun 18 · $124.50")
+billInternet = ListItem("Internet", "Due Jun 20 · $79.99")
+billInsurance = ListItem("Car Insurance", "Due Jun 22 · $156.00")
+billPhone = ListItem("Phone Plan", "Due Jun 25 · $45.00")
+goal = Card([goalHeader, goalProgress, goalNote], "sunk")
+goalHeader = CardHeader("Vacation Fund", "Trip to Japan · Target $5,000")
+goalProgress = Progress(3250, "$3,250 of $5,000 saved")
+goalNote = TextContent("65% there — on track for September departure.", "small")
+creditScore = Card([creditHeader, creditRadial, creditBadge], "sunk", "row", "l", "center")
+creditHeader = CardHeader("Credit Score", "Updated Jun 1")
+creditRadial = RadialChart(["Score"], [742])
+creditBadge = Badge("Excellent", "secondary")
+actions = Card([transferDialog, freezeDialog, statementDialog, alertsDialog, disputeDialog], "clear", "row", "m", null, null, true)
+transferDialog = DialogBlock("Transfer Money", "Move funds between accounts", null, [transferForm])
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Select source")
+fromChecking = SelectItem("checking", "Checking · $8,241.53")
+fromSavings = SelectItem("savings", "Savings · $24,870.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings], "Select destination")
+toChecking = SelectItem("checking", "Checking")
+toSavings = SelectItem("savings", "Savings")
+amountField = FormControl("Amount", amountInput, "Enter dollar amount")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferSubmit])
+transferSubmit = Button("Transfer", null, "primary")
+freezeDialog = AlertDialogBlock("Freeze Credit Line", "Freeze credit line", "This will immediately block all new charges on your credit card. You can unfreeze at any time.", "Freeze", "Cancel", "destructive")
+statementDialog = DialogBlock("View Statement", "Select statement period", null, [statementForm])
+statementForm = Form("statement", statementButtons, [periodField])
+periodField = FormControl("Statement period", periodSelect)
+periodSelect = Select("period", [periodMay, periodApr, periodMar, periodFeb], "Choose a month")
+periodMay = SelectItem("2025-05", "May 2025")
+periodApr = SelectItem("2025-04", "April 2025")
+periodMar = SelectItem("2025-03", "March 2025")
+periodFeb = SelectItem("2025-02", "February 2025")
+statementButtons = Buttons([statementView])
+statementView = Button("View Statement", null, "primary")
+alertsDialog = DialogBlock("Manage Alerts", "Choose what triggers notifications", null, [alertsForm])
+alertsForm = Form("alerts", alertsButtons, [alertToggles])
+alertToggles = FormControl("Notification triggers", alertSwitches)
+alertSwitches = SwitchGroup("alert_types", [alertLarge, alertLowBal, alertDue, alertFraud, alertDeposit])
+alertLarge = SwitchItem("Large transactions", "Purchases over $100", "large_tx", true)
+alertLowBal = SwitchItem("Low balance", "When checking drops below $500", "low_bal", true)
+alertDue = SwitchItem("Bills due", "3 days before a bill is due", "bills_due", true)
+alertFraud = SwitchItem("Suspicious activity", "Unusual spending patterns", "fraud", true)
+alertDeposit = SwitchItem("Direct deposit", "When payroll arrives", "deposit", false)
+alertsButtons = Buttons([alertsSave])
+alertsSave = Button("Save Preferences", null, "primary")
+disputeDialog = DialogBlock("Dispute a Transaction", "File a dispute for a recent charge", null, [disputeForm])
+disputeForm = Form("dispute", disputeButtons, [disputeTxField, disputeReasonField, disputeDetailsField])
+disputeTxField = FormControl("Transaction", disputeTxSelect)
+disputeTxSelect = Select("dispute_tx", [dt1, dt2, dt3, dt4, dt5, dt6], "Select the charge")
+dt1 = SelectItem("tx1", "Jun 12 · Whole Foods · $84.32")
+dt2 = SelectItem("tx2", "Jun 11 · Netflix · $15.99")
+dt3 = SelectItem("tx3", "Jun 11 · Shell Gas · $52.10")
+dt4 = SelectItem("tx4", "Jun 10 · Amazon · $37.49")
+dt5 = SelectItem("tx5", "Jun 9 · Starbucks · $6.75")
+dt6 = SelectItem("tx6", "Jun 8 · Uber · $18.20")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [dr1, dr2, dr3, dr4], "Why are you disputing?")
+dr1 = SelectItem("unauthorized", "Unauthorized charge")
+dr2 = SelectItem("wrong_amount", "Incorrect amount")
+dr3 = SelectItem("duplicate", "Duplicate charge")
+dr4 = SelectItem("not_received", "Goods/services not received")
+disputeDetailsField = FormControl("Additional details", disputeTextArea, "Optional — add context for the review team")
+disputeTextArea = TextArea("dispute_details", "Describe what happened…", 4)
+disputeButtons = Buttons([disputeSubmit])
+disputeSubmit = Button("Submit Dispute", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..7178f7e74
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-bank__r4.txt
@@ -0,0 +1,90 @@
+root = Card([header, balances, sep1, txnHeader, transactions, sep2, spendHeader, spending, sep3, billsHeader, bills, sep4, goalHeader, goalProgress, sep5, creditHeader, creditScore, sep6, transferHeader, transferForm, sep7, quickActions, sep8, alertsSection, followUps])
+header = CardHeader("Good morning, Alex", "Tuesday, June 10, 2025")
+balances = Table([balAccount, balAvailable, balStatus])
+balAccount = Col("Account", ["Checking ••4821", "Savings ••7390", "Credit Card ••5514"])
+balAvailable = Col("Balance", ["$8,241.56", "$24,830.00", "-$1,462.38"])
+balStatus = Col("Status", ["Active", "Active", "Active"])
+sep1 = Separator()
+txnHeader = Heading("Recent Transactions", "h3")
+transactions = Table([txnDate, txnMerchant, txnAmount, txnCategory])
+txnDate = Col("Date", ["Jun 9", "Jun 8", "Jun 8", "Jun 7", "Jun 6", "Jun 5"])
+txnMerchant = Col("Merchant", ["Whole Foods Market", "Shell Gas Station", "Netflix", "Amazon.com", "Starbucks", "Uber Eats"])
+txnAmount = Col("Amount", ["-$84.32", "-$52.10", "-$15.99", "-$37.45", "-$6.75", "-$28.90"])
+txnCategory = Col("Category", ["Groceries", "Transport", "Subscriptions", "Shopping", "Dining", "Dining"])
+sep2 = Separator()
+spendHeader = Heading("Spending by Category — June", "h3")
+spending = PieChart(["Groceries", "Dining", "Transport", "Shopping", "Subscriptions", "Utilities"], [420, 310, 195, 280, 85, 145], "donut")
+sep3 = Separator()
+billsHeader = Heading("Bills Due Soon", "h3")
+bills = ListBlock([bill1, bill2, bill3, bill4])
+bill1 = ListItem("Electric — City Power", "Due Jun 14 · $92.40")
+bill2 = ListItem("Internet — Comcast", "Due Jun 16 · $79.99")
+bill3 = ListItem("Car Insurance — Geico", "Due Jun 18 · $134.00")
+bill4 = ListItem("Rent — Oakview Apts", "Due Jul 1 · $1,650.00")
+sep4 = Separator()
+goalHeader = Heading("Vacation Savings Goal", "h3")
+goalProgress = Progress(68, "Bali Trip — $3,400 of $5,000 saved")
+sep5 = Separator()
+creditHeader = Heading("Credit Score", "h3")
+creditScore = RadialChart(["Score"], [742])
+sep6 = Separator()
+transferHeader = Heading("Transfer Money", "h3")
+transferForm = Form("transfer", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Select source")
+fromChecking = SelectItem("checking", "Checking ••4821 — $8,241.56")
+fromSavings = SelectItem("savings", "Savings ••7390 — $24,830.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings], "Select destination")
+toChecking = SelectItem("checking", "Checking ••4821")
+toSavings = SelectItem("savings", "Savings ••7390")
+amountField = FormControl("Amount", amountInput, "Enter amount to transfer")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferBtn])
+transferBtn = Button("Transfer", null, "primary")
+sep7 = Separator()
+quickActions = Card([freezeCredit, statementPeriod, disputeTxn], "clear", "row", "m")
+freezeCredit = AlertDialogBlock("Freeze Credit Line", "Freeze credit card ••5514?", "This will block all new purchases until you unfreeze it. Recurring payments may fail.", "Freeze", "Cancel", "destructive")
+statementPeriod = DialogBlock("Statement Period", "Select a statement period", null, [stmtForm], "outline")
+stmtForm = Form("statement-period", stmtButtons, [stmtField])
+stmtField = FormControl("Period", stmtSelect)
+stmtSelect = Select("stmt_period", [stmtMay, stmtApr, stmtMar, stmtFeb], "Choose period")
+stmtMay = SelectItem("may-2025", "May 2025")
+stmtApr = SelectItem("apr-2025", "April 2025")
+stmtMar = SelectItem("mar-2025", "March 2025")
+stmtFeb = SelectItem("feb-2025", "February 2025")
+stmtButtons = Buttons([stmtBtn])
+stmtBtn = Button("View Statement", null, "primary")
+disputeTxn = DialogBlock("Dispute a Transaction", "File a dispute", null, [disputeForm], "outline")
+disputeForm = Form("dispute", disputeButtons, [disputeTxnField, disputeReasonField, disputeDetailsField])
+disputeTxnField = FormControl("Transaction", disputeTxnSelect)
+disputeTxnSelect = Select("dispute_txn", [dt1, dt2, dt3, dt4, dt5, dt6], "Select transaction")
+dt1 = SelectItem("txn1", "Jun 9 — Whole Foods · $84.32")
+dt2 = SelectItem("txn2", "Jun 8 — Shell Gas · $52.10")
+dt3 = SelectItem("txn3", "Jun 8 — Netflix · $15.99")
+dt4 = SelectItem("txn4", "Jun 7 — Amazon · $37.45")
+dt5 = SelectItem("txn5", "Jun 6 — Starbucks · $6.75")
+dt6 = SelectItem("txn6", "Jun 5 — Uber Eats · $28.90")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [dr1, dr2, dr3, dr4], "Select reason")
+dr1 = SelectItem("unauthorized", "Unauthorized charge")
+dr2 = SelectItem("duplicate", "Duplicate charge")
+dr3 = SelectItem("wrong_amount", "Wrong amount")
+dr4 = SelectItem("not_received", "Goods/services not received")
+disputeDetailsField = FormControl("Details", disputeTextArea, "Optional — describe the issue")
+disputeTextArea = TextArea("dispute_details", "Provide any additional context…", 3)
+disputeButtons = Buttons([disputeBtn])
+disputeBtn = Button("Submit Dispute", null, "primary")
+sep8 = Separator()
+alertsSection = SectionBlock([alertsItem], true)
+alertsItem = SectionItem("alerts", "Manage Alert Triggers", [alertsSwitches])
+alertsSwitches = SwitchGroup("alert_prefs", [alertLarge, alertLowBal, alertDue, alertForeign, alertLogin], "card")
+alertLarge = SwitchItem("Large purchases", "Notify when a purchase exceeds $200", "alert_large", true)
+alertLowBal = SwitchItem("Low balance", "Notify when checking drops below $500", "alert_low_bal", true)
+alertDue = SwitchItem("Bill reminders", "Notify 3 days before a bill is due", "alert_due", true)
+alertForeign = SwitchItem("Foreign transactions", "Notify on any international charge", "alert_foreign", false)
+alertLogin = SwitchItem("New device login", "Notify when account is accessed from a new device", "alert_login", true)
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me my full spending report")
+fu2 = FollowUpItem("Set up auto-pay for my bills")
+fu3 = FollowUpItem("Increase my vacation savings goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..6295f6393
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r1.txt
@@ -0,0 +1,68 @@
+root = Card([header, platformFilter, tabs])
+header = CardHeader("Creator Studio", "Cross-platform analytics, content & community")
+platformFilter = FormControl("Filter by platform", platformSelect)
+platformSelect = Select("platform", [allPlatforms, igOption, tiktokOption, ytOption, xOption], "All platforms")
+allPlatforms = SelectItem("all", "All Platforms")
+igOption = SelectItem("instagram", "Instagram")
+tiktokOption = SelectItem("tiktok", "TikTok")
+ytOption = SelectItem("youtube", "YouTube")
+xOption = SelectItem("x", "X / Twitter")
+tabs = Tabs([overviewTab, contentTab, communityTab, scheduleTab])
+overviewTab = TabItem("overview", "Overview", [kpiTable, growthChart, audienceChart])
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Total Followers", "Engagement Rate", "Earnings This Month"])
+kpiValue = Col("Value", ["284,300", "6.8%", "$12,450"])
+kpiChange = Col("vs Last Month", ["+12,400", "+0.9pp", "+$2,100"])
+growthChart = AreaChart(["Jun 1", "Jun 5", "Jun 9", "Jun 13", "Jun 17", "Jun 21", "Jun 25", "Jun 29"], [followerSeries], "natural", "Date", "Followers")
+followerSeries = Series("Followers", [271900, 273200, 275100, 276800, 278400, 280100, 282500, 284300])
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X / Twitter"], [112000, 89400, 54200, 28700], "donut")
+contentTab = TabItem("content", "Content", [bestPostsTable, bestHourChart, scheduledTable])
+bestPostsTable = Table([postTitle, postPlatform, postReach, postEngagement])
+postTitle = Col("Post", ["Morning routine vlog", "5 tips for reels", "Behind the scenes", "Q&A story series", "Tutorial: editing"])
+postPlatform = Col("Platform", ["YouTube", "Instagram", "TikTok", "Instagram", "TikTok"])
+postReach = Col("Reach", ["482K", "310K", "275K", "198K", "164K"])
+postEngagement = Col("Engagement", ["8.2%", "7.4%", "9.1%", "6.5%", "7.8%"])
+bestHourChart = BarChart(["6am", "8am", "10am", "12pm", "2pm", "4pm", "6pm", "8pm", "10pm"], [hourSeries], "grouped", "Hour", "Avg Engagement %")
+hourSeries = Series("Engagement", [2.1, 3.4, 4.2, 5.8, 4.9, 5.2, 7.6, 8.3, 6.1])
+scheduledTable = Table([schedDay, schedTitle, schedPlatform, schedTime])
+schedDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+schedTitle = Col("Post", ["Product unboxing", "Carousel: tips", "Dance trend", "Vlog ep. 12", "Poll + story"])
+schedPlatform = Col("Platform", ["YouTube", "Instagram", "TikTok", "YouTube", "Instagram"])
+schedTime = Col("Time", ["6:00 PM", "10:00 AM", "8:00 PM", "6:00 PM", "12:00 PM"])
+communityTab = TabItem("community", "Community", [commentsSection, collabSection])
+commentsSection = Card([commentsHeader, commentsList], "sunk")
+commentsHeader = Heading("Comments Awaiting Reply (7)", "h3")
+commentsList = ListBlock([comment1, comment2, comment3, comment4], "number")
+comment1 = ListItem("@sarah_designs", "\"Love this! What camera do you use?\" — Instagram, 2h ago")
+comment2 = ListItem("@mike.creates", "\"Collab when?? 🔥\" — TikTok, 4h ago")
+comment3 = ListItem("@jenna_vlogs", "\"This changed my workflow completely\" — YouTube, 6h ago")
+comment4 = ListItem("@alex_photo", "\"Can you share the preset?\" — X, 8h ago")
+collabSection = Card([collabHeader, collabList], "sunk")
+collabHeader = Heading("Pending Collaboration Requests (3)", "h3")
+collabList = ListBlock([collab1, collab2, collab3], "number")
+collab1 = ListItem("GlowSkin Beauty", "Sponsored reel + story — $2,500 budget — Deadline: Jul 15")
+collab2 = ListItem("FitFuel App", "3-part TikTok series — $4,000 budget — Deadline: Jul 22")
+collab3 = ListItem("Wanderlust Gear", "YouTube integration — $1,800 budget — Deadline: Aug 1")
+scheduleTab = TabItem("schedule", "Schedule Post", [scheduleForm])
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, platformField, dateField, timeField])
+captionField = FormControl("Caption", captionInput, "Write your post caption")
+captionInput = TextArea("caption", "Write something engaging...", 4)
+platformField = FormControl("Platform", platformSchedSelect)
+platformSchedSelect = Select("sched_platform", [schedIg, schedTiktok, schedYt, schedX], "Choose platform")
+schedIg = SelectItem("instagram", "Instagram")
+schedTiktok = SelectItem("tiktok", "TikTok")
+schedYt = SelectItem("youtube", "YouTube")
+schedX = SelectItem("x", "X / Twitter")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("sched_date", "single")
+timeField = FormControl("Time", timeInput, "Best engagement window: 6–8 PM")
+timeInput = Select("sched_time", [t6pm, t7pm, t8pm, t9pm, t10am, t12pm], "Select time")
+t6pm = SelectItem("18:00", "6:00 PM")
+t7pm = SelectItem("19:00", "7:00 PM")
+t8pm = SelectItem("20:00", "8:00 PM")
+t9pm = SelectItem("21:00", "9:00 PM")
+t10am = SelectItem("10:00", "10:00 AM")
+t12pm = SelectItem("12:00", "12:00 PM")
+scheduleButtons = Buttons([scheduleBtn, draftBtn])
+scheduleBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..f888b17d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r2.txt
@@ -0,0 +1,59 @@
+root = Card([header, filter, kpis, growthChart, audienceSplit, bestPosts, scheduledPosts, bestHourCallout, pendingComments, collabRequests, scheduleForm])
+header = CardHeader("Creator Studio", "Cross-platform analytics & management")
+filter = FormControl("Filter by platform", platformSelect, "Narrows all metrics below")
+platformSelect = Select("platform", [allOpt, igOpt, ttOpt, ytOpt, xOpt], "All platforms")
+allOpt = SelectItem("all", "All Platforms")
+igOpt = SelectItem("instagram", "Instagram")
+ttOpt = SelectItem("tiktok", "TikTok")
+ytOpt = SelectItem("youtube", "YouTube")
+xOpt = SelectItem("x", "X / Twitter")
+kpis = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Total Followers", "Engagement Rate", "Earnings This Month"])
+kpiValue = Col("Value", ["284,310", "6.8%", "$12,740"])
+kpiChange = Col("vs Last Month", ["+12,480 (+4.6%)", "+0.9pp", "+$2,310 (+22%)"])
+growthChart = LineChart(["Jun 1", "Jun 5", "Jun 9", "Jun 13", "Jun 17", "Jun 21", "Jun 25", "Jun 30"], [followerSeries], "natural", "Date", "Followers")
+followerSeries = Series("Followers", [271830, 273400, 275100, 276900, 278200, 280500, 282600, 284310])
+audienceSplit = PieChart(["Instagram", "TikTok", "YouTube", "X / Twitter"], [112400, 89200, 54700, 28010], "donut")
+bestPosts = Table([postTitle, postPlatform, postReach, postEngagement])
+postTitle = Col("Post", ["Morning routine vlog", "Recipe hack: 3-ingredient pasta", "Behind-the-scenes studio tour", "Q&A: How I edit reels", "Collab teaser with @fitlife"])
+postPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "Instagram", "TikTok"])
+postReach = Col("Reach", ["482,000", "1,240,000", "318,000", "275,000", "890,000"])
+postEngagement = Col("Eng. Rate", ["8.2%", "11.4%", "7.1%", "6.5%", "9.8%"])
+scheduledPosts = ListBlock([monPost, tuePost, thuPost, friPost, satPost])
+monPost = ListItem("Carousel: 5 summer tips", "Instagram · 9:00 AM", null, "Edit")
+tuePost = ListItem("Short: Gym fail compilation", "TikTok · 6:30 PM", null, "Edit")
+thuPost = ListItem("Long-form: Studio setup 2025", "YouTube · 2:00 PM", null, "Edit")
+friPost = ListItem("Thread: Monetization lessons", "X / Twitter · 11:00 AM", null, "Edit")
+satPost = ListItem("Reel: Weekend recap", "Instagram · 10:00 AM", null, "Edit")
+bestHourCallout = Callout("success", "Best Time to Post", "Based on 90 days of history, your audience is most active at 6:30 PM (local). Posts published in this window average 2.3× higher reach than other slots.")
+pendingComments = ListBlock([comment1, comment2, comment3, comment4])
+comment1 = ListItem("@sarah_creates: \"Love this! What camera do you use?\"", "Instagram · 2h ago", null, "Reply")
+comment2 = ListItem("@gymrat_mike: \"Part 2 when??\"", "TikTok · 4h ago", null, "Reply")
+comment3 = ListItem("@techreviewer: \"Great breakdown, can you cover audio gear next?\"", "YouTube · 6h ago", null, "Reply")
+comment4 = ListItem("@brandwatch: \"DM us about a partnership 👀\"", "X / Twitter · 8h ago", null, "Reply")
+collabRequests = ListBlock([collab1, collab2, collab3])
+collab1 = ListItem("FitLife Apparel — Paid reel + story", "$2,500 · Due Jul 15", null, "Review")
+collab2 = ListItem("MealPrep Co — 3-part TikTok series", "$4,800 · Due Jul 22", null, "Review")
+collab3 = ListItem("TechGear Pro — YouTube integration", "$3,200 · Due Aug 1", null, "Review")
+scheduleForm = Form("schedule-post", formButtons, [captionField, platformField, dateField, timeField])
+captionField = FormControl("Caption", captionInput, "Write your post caption")
+captionInput = TextArea("caption", "Write something engaging…", 3)
+platformField = FormControl("Platform", schedPlatformSelect)
+schedPlatformSelect = Select("sched_platform", [spIg, spTt, spYt, spX], "Choose platform")
+spIg = SelectItem("instagram", "Instagram")
+spTt = SelectItem("tiktok", "TikTok")
+spYt = SelectItem("youtube", "YouTube")
+spX = SelectItem("x", "X / Twitter")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("post_date", "single")
+timeField = FormControl("Time", timeSelect, "Tip: 6:30 PM is your best slot")
+timeSelect = Select("post_time", [t1, t2, t3, t4, t5, t6], "Pick a time")
+t1 = SelectItem("09:00", "9:00 AM")
+t2 = SelectItem("11:00", "11:00 AM")
+t3 = SelectItem("14:00", "2:00 PM")
+t4 = SelectItem("17:00", "5:00 PM")
+t5 = SelectItem("18:30", "6:30 PM ★ Best")
+t6 = SelectItem("21:00", "9:00 PM")
+formButtons = Buttons([scheduleBtn, draftBtn])
+scheduleBtn = Button("Schedule Post", null, "primary")
+draftBtn = Button("Save as Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..bc17a9b35
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r3.txt
@@ -0,0 +1,75 @@
+
+
+root = Card([studioHeader, filterForm, kpiHeader, kpiTable, growthChart, engagementProgress, bestPostsHeader, bestPostsTable, audienceHeader, audiencePie, scheduleHeader, scheduleTable, bestHourCallout, commentsHeader, commentsList, earningsHeader, earningsTable, collabHeader, collabList, createHeader, scheduleForm, followUps], "card", "column", "l")
+studioHeader = CardHeader("Creator Studio", "Cross-platform overview for the last 30 days")
+filterForm = Form("platform-filter", filterButtons, [platformField])
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply platform filter", null, "primary")
+platformField = FormControl("Narrow everything to one platform", platformSelect, "Applies to metrics, posts, comments, earnings, and requests")
+platformSelect = Select("platform_focus", [platformAll, platformInstagram, platformTikTok, platformYouTube, platformX], "All platforms")
+platformAll = SelectItem("all", "All platforms")
+platformInstagram = SelectItem("instagram", "Instagram")
+platformTikTok = SelectItem("tiktok", "TikTok")
+platformYouTube = SelectItem("youtube", "YouTube")
+platformX = SelectItem("x", "X")
+kpiHeader = CardHeader("Audience growth", "Follower total, monthly growth, and engagement")
+kpiTable = Table([metricCol, valueCol, trendCol])
+metricCol = Col("Metric", ["Follower total", "Net growth past month", "Growth rate", "Engagement rate"])
+valueCol = Col("Current", ["262,348", "+14,182", "+5.7%", "6.8%"])
+trendCol = Col("Context", ["Across Instagram, TikTok, YouTube, and X", "Previous month: +9,540", "Previous month: +3.9%", "Previous month: 6.4%"])
+growthChart = AreaChart(growthLabels, [followersSeries], "natural", "Week", "Followers")
+growthLabels = ["Apr 14", "Apr 21", "Apr 28", "May 5", "May 12"]
+followersSeries = Series("Total followers", [248200, 251900, 255400, 259100, 262348])
+engagementProgress = Progress(6.8, "Engagement rate: 6.8%")
+bestPostsHeader = CardHeader("Best posts this month", "Top performers by reach")
+bestPostsTable = Table([bestPostCol, bestPlatformCol, bestReachCol, bestEngagementCol])
+bestPostCol = Col("Post", ["Sunrise routine reel", "Behind-the-scenes studio tour", "5 editing shortcuts", "Q&A: growth mistakes", "Thumbnail teardown"])
+bestPlatformCol = Col("Platform", ["Instagram", "TikTok", "YouTube", "X", "Instagram"])
+bestReachCol = Col("Reach", ["412,800", "388,200", "296,400", "184,700", "171,250"])
+bestEngagementCol = Col("Engagement", ["8.9%", "9.4%", "7.2%", "6.1%", "8.0%"])
+audienceHeader = CardHeader("Audience split by platform", "Current follower distribution")
+audiencePie = PieChart(["Instagram", "TikTok", "YouTube", "X"], [98400, 84200, 55300, 24448], "donut", "circular")
+scheduleHeader = CardHeader("Posts scheduled this week", "May 13 to May 19")
+scheduleTable = Table([scheduleDayCol, schedulePlatformCol, schedulePostCol, scheduleTimeCol])
+scheduleDayCol = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat"])
+schedulePlatformCol = Col("Platform", ["Instagram", "TikTok", "YouTube", "Instagram", "TikTok", "YouTube"])
+schedulePostCol = Col("Post", ["Morning carousel", "Trend remix", "Long-form tutorial", "Founder story reel", "Quick tip", "Community recap"])
+scheduleTimeCol = Col("Time", ["9:00 AM", "12:30 PM", "5:00 PM", "6:00 PM", "4:30 PM", "10:00 AM"])
+bestHourCallout = Callout("success", "Best hour to post", "Thursday at 6:00 PM is your strongest historical slot, with average reach 28% above baseline.")
+commentsHeader = CardHeader("Comments waiting for reply", "3 comments need a response today")
+commentsList = ListBlock([commentItem1, commentItem2, commentItem3], "number")
+commentItem1 = ListItem("Can you share the preset you used?", "Instagram - @maya.films - 2h ago", [], "Reply")
+commentItem2 = ListItem("What mic do you recommend for beginners?", "YouTube - @editwithleo - 5h ago", [], "Reply")
+commentItem3 = ListItem("Part 2 please! This was so helpful.", "TikTok - @creative.nina - 7h ago", [], "Reply")
+earningsHeader = CardHeader("Earnings this month", "Total $12,840")
+earningsTable = Table([earningsSourceCol, earningsAmountCol])
+earningsSourceCol = Col("Source", ["Brand deals", "Platform monetization", "Affiliate links", "Creator fund", "Total"])
+earningsAmountCol = Col("Amount", ["$7,400", "$3,820", "$1,120", "$500", "$12,840"])
+collabHeader = CardHeader("Pending collaboration requests", "3 proposals waiting for review")
+collabList = ListBlock([collabItem1, collabItem2, collabItem3], "number")
+collabItem1 = ListItem("Lumen Fit - 2 Reels + 1 Story", "Fitness apparel - $1,800 - Due May 18", [], "Review")
+collabItem2 = ListItem("BrewLab - YouTube integration", "Coffee equipment - $2,400 - Due May 24", [], "Review")
+collabItem3 = ListItem("Nimbus Note - TikTok series", "Productivity app - $1,150 - Due May 29", [], "Review")
+createHeader = CardHeader("Schedule a post", "Pick a platform, write a caption, and set the publish time")
+scheduleForm = Form("schedule-post", scheduleButtons, [schedulePlatformField, captionField, dateField, timeField])
+schedulePlatformField = FormControl("Platform", schedulePlatformSelect)
+schedulePlatformSelect = Select("schedule_platform", [platformInstagram, platformTikTok, platformYouTube, platformX], "Choose platform")
+captionField = FormControl("Caption", captionInput, "Supports hashtags, mentions, and line breaks")
+captionInput = TextArea("caption", "Write a caption for the scheduled post...", 4)
+dateField = FormControl("Date", dateInput, "Choose the publishing date")
+dateInput = DatePicker("publish_date", "single")
+timeField = FormControl("Time", timeSelect, "6:00 PM is your best historical hour")
+timeSelect = Select("publish_time", [timeMorning, timeNoon, timeAfternoon, timeBest, timeEvening], "Choose time")
+timeMorning = SelectItem("09:00", "9:00 AM")
+timeNoon = SelectItem("12:00", "12:00 PM")
+timeAfternoon = SelectItem("15:00", "3:00 PM")
+timeBest = SelectItem("18:00", "6:00 PM")
+timeEvening = SelectItem("21:00", "9:00 PM")
+scheduleButtons = Buttons([scheduleSubmit, bestHourButton, clearButton])
+scheduleSubmit = Button("Schedule post", null, "primary")
+bestHourButton = Button("Use best hour: Thursday 6:00 PM", null, "secondary")
+clearButton = Button("Clear draft", null, "tertiary")
+followUps = FollowUpBlock([followUp1, followUp2, followUp3])
+followUp1 = FollowUpItem("Show earnings by platform")
+followUp2 = FollowUpItem("Draft captions for this week")
+followUp3 = FollowUpItem("Compare best posting times by platform")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..1d3c5c36b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-creator__r4.txt
@@ -0,0 +1,69 @@
+root = Card([header, filterRow, kpis, growthChart, sep1, audienceHeader, audienceChart, sep2, bestPostsHeader, bestPostsTable, sep3, bestHourHeader, bestHourChart, sep4, scheduledHeader, scheduledList, sep5, commentsHeader, commentsList, sep6, collabHeader, collabList, sep7, scheduleHeader, scheduleForm])
+header = CardHeader("Creator Studio", "Cross-platform analytics, scheduling & inbox")
+filterRow = Card([filterLabel, platformFilter], "clear", "row", "m", "center")
+filterLabel = TextContent("View:", "small-heavy")
+platformFilter = Select("platform", [optAll, optIG, optTikTok, optYT, optX], "All platforms")
+optAll = SelectItem("all", "All Platforms")
+optIG = SelectItem("instagram", "Instagram")
+optTikTok = SelectItem("tiktok", "TikTok")
+optYT = SelectItem("youtube", "YouTube")
+optX = SelectItem("x", "X / Twitter")
+kpis = Table([kpiMetric, kpiValue, kpiDelta])
+kpiMetric = Col("Metric", ["Total Followers", "Engagement Rate", "Earnings (May)"])
+kpiValue = Col("Value", ["284,310", "6.8%", "$12,470"])
+kpiDelta = Col("vs Last Month", ["+12,840 (+4.7%)", "+0.9pp", "+$2,130 (+20.6%)"])
+growthChart = LineChart(["May 1", "May 5", "May 9", "May 13", "May 17", "May 21", "May 25", "May 29"], [followerSeries], "natural", "Date", "Followers")
+followerSeries = Series("Followers", [271470, 273200, 275800, 277100, 279400, 280900, 282600, 284310])
+sep1 = Separator()
+audienceHeader = Heading("Audience by Platform", "h3")
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X / Twitter"], [112400, 89200, 54700, 28010], "donut")
+sep2 = Separator()
+bestPostsHeader = Heading("Top Posts This Month", "h3")
+bestPostsTable = Table([postTitle, postPlatform, postReach, postEngagement])
+postTitle = Col("Post", ["Morning routine vlog", "GRWM: Summer edition", "5 apps I can't live without", "Behind the scenes shoot", "Q&A story series"])
+postPlatform = Col("Platform", ["YouTube", "TikTok", "Instagram", "Instagram", "TikTok"])
+postReach = Col("Reach", ["482,000", "391,500", "287,300", "214,800", "198,200"])
+postEngagement = Col("Eng. Rate", ["9.2%", "8.7%", "7.4%", "6.9%", "6.5%"])
+sep3 = Separator()
+bestHourHeader = Heading("Best Hour to Post", "h3")
+bestHourChart = BarChart(["6am", "8am", "10am", "12pm", "2pm", "4pm", "6pm", "8pm", "10pm"], [hourSeries], "grouped", "Hour", "Avg Engagement %")
+hourSeries = Series("Engagement", [2.1, 3.4, 4.8, 5.2, 4.1, 5.9, 7.8, 8.4, 6.2])
+sep4 = Separator()
+scheduledHeader = Heading("Scheduled This Week", "h3")
+scheduledList = ListBlock([sched1, sched2, sched3, sched4])
+sched1 = ListItem("Product unboxing reel", "Instagram · Tue 6:00 PM")
+sched2 = ListItem("Day-in-my-life vlog", "YouTube · Wed 2:00 PM")
+sched3 = ListItem("Trending sound duet", "TikTok · Thu 8:00 PM")
+sched4 = ListItem("Thread: creator tips", "X / Twitter · Fri 10:00 AM")
+sep5 = Separator()
+commentsHeader = Heading("Comments Awaiting Reply", "h3")
+commentsList = ListBlock([comment1, comment2, comment3, comment4, comment5])
+comment1 = ListItem("@sarah.creates", "\"Where did you get that ring light?\" · Instagram · 2h ago")
+comment2 = ListItem("@mike_films", "\"Collab when??\" · TikTok · 4h ago")
+comment3 = ListItem("@jenny.vlogs", "\"Part 2 please!\" · YouTube · 6h ago")
+comment4 = ListItem("@alex_design", "\"What camera do you use?\" · Instagram · 8h ago")
+comment5 = ListItem("@travelwithtom", "\"This was so helpful, thank you!\" · X · 12h ago")
+sep6 = Separator()
+collabHeader = Heading("Pending Collaboration Requests", "h3")
+collabList = ListBlock([collab1, collab2, collab3])
+collab1 = ListItem("GlowSkin Beauty", "Sponsored reel · $2,500 · Deadline Jun 5")
+collab2 = ListItem("FitFuel App", "3-story series · $1,800 · Deadline Jun 10")
+collab3 = ListItem("NomadGear Travel", "YouTube integration · $3,200 · Deadline Jun 15")
+sep7 = Separator()
+scheduleHeader = Heading("Schedule a New Post", "h3")
+scheduleForm = Form("schedule-post", formButtons, [captionField, platformField, dateField, timeField])
+captionField = FormControl("Caption", captionInput, "Write your post caption")
+captionInput = TextArea("caption", "Write something engaging...", 3)
+platformField = FormControl("Platform", platformSelect)
+platformSelect = Select("post_platform", [spIG, spTikTok, spYT, spX], "Choose platform")
+spIG = SelectItem("instagram", "Instagram")
+spTikTok = SelectItem("tiktok", "TikTok")
+spYT = SelectItem("youtube", "YouTube")
+spX = SelectItem("x", "X / Twitter")
+dateField = FormControl("Date", dateInput)
+dateInput = DatePicker("post_date", "single")
+timeField = FormControl("Time", timeInput, "Best slot: 8 PM based on your history")
+timeInput = Input("post_time", "e.g. 8:00 PM", "text")
+formButtons = Buttons([scheduleBtn, clearBtn])
+scheduleBtn = Button("Schedule Post", null, "primary")
+clearBtn = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..9c4b425d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r1.txt
@@ -0,0 +1,110 @@
+root = Card([header, kpiRow, sep1, admissionsHeading, admissionsChart, sep2, deptHeading, deptChart, sep3, criticalHeading, criticalAlerts, sep4, staffHeading, staffTable, sep5, orHeading, orTable, sep6, dischargeHeading, dischargeList, sep7, suppliesHeading, suppliesList, sep8, actionsRow, followUps])
+header = CardHeader("Hospital Operations Command Center", "St. Mary's General — Live Dashboard")
+kpiRow = Card([bedOccCard, erWaitCard], "clear", "row", "l")
+bedOccCard = Card([bedOccTitle, bedOccProgress, bedOccDetail], "sunk", "column", "s")
+bedOccTitle = TextContent("Bed Occupancy", "small-heavy")
+bedOccProgress = Progress(87, "312 / 358 beds occupied")
+bedOccDetail = TextContent("ICU: 94% · Med-Surg: 82% · Peds: 76%", "small")
+erWaitCard = Card([erWaitTitle, erWaitValue, erWaitDetail], "sunk", "column", "s")
+erWaitTitle = TextContent("Current ER Wait", "small-heavy")
+erWaitValue = TextContent("47 min", "large-heavy")
+erWaitDetail = TextContent("12 patients in queue · 3 critical", "small")
+sep1 = Separator()
+admissionsHeading = Heading("Admissions — Past 14 Days", "h3")
+admissionsChart = LineChart(["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"], [admSeries, erSeries], "natural", "Date", "Admissions")
+admSeries = Series("Total Admissions", [42, 38, 45, 51, 47, 39, 35, 44, 49, 53, 48, 41, 46, 50])
+erSeries = Series("ER Admissions", [18, 15, 21, 24, 22, 17, 14, 19, 23, 26, 21, 18, 20, 24])
+sep2 = Separator()
+deptHeading = Heading("Patients per Department", "h3")
+deptChart = HorizontalBarChart(["Emergency", "ICU", "Cardiology", "Orthopedics", "Oncology", "Pediatrics", "Neurology", "General Med"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Current Census", [34, 28, 22, 19, 17, 15, 12, 41])
+sep3 = Separator()
+criticalHeading = Heading("Critical Patients", "h3")
+criticalAlerts = Card([crit1, crit2, crit3], "clear", "column", "s")
+crit1 = Alert("Bed ICU-07 — James Whitfield", "Cardiac arrest recovery. Ventilator-dependent. Family notified.", "destructive")
+crit2 = Alert("Bed ICU-12 — Maria Santos", "Sepsis, BP dropping. Escalated to rapid response 12 min ago.", "destructive")
+crit3 = Alert("Bed ER-03 — David Chen", "Stroke alert. tPA administered. Awaiting neuro ICU bed.", "warning")
+sep4 = Separator()
+staffHeading = Heading("Staff on Shift", "h3")
+staffTable = Table([staffName, staffRole, staffDept, staffStatus])
+staffName = Col("Name", ["Dr. A. Patel", "Dr. R. Kim", "Dr. L. Osei", "N. Torres, RN", "N. Baker, RN", "N. Huang, RN", "T. Adams, RT", "J. Murphy, PharmD"])
+staffRole = Col("Role", ["Attending Physician", "Attending Physician", "Resident", "Charge Nurse", "Staff Nurse", "Staff Nurse", "Respiratory Therapist", "Clinical Pharmacist"])
+staffDept = Col("Department", ["Emergency", "ICU", "General Medicine", "ICU", "Med-Surg", "Pediatrics", "ICU", "Pharmacy"])
+staffStatus = Col("Status", ["On shift", "On shift", "On shift", "On shift", "On break", "On shift", "On shift", "On shift"])
+sep5 = Separator()
+orHeading = Heading("Today's OR Bookings", "h3")
+orTable = Table([orRoom, orProcedure, orSurgeon, orTime, orStatus])
+orRoom = Col("Room", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-5"])
+orProcedure = Col("Procedure", ["Total Knee Replacement", "Appendectomy", "CABG x3", "Hip Fracture Repair", "Laparoscopic Cholecystectomy"])
+orSurgeon = Col("Surgeon", ["Dr. Nguyen", "Dr. Patel", "Dr. Vasquez", "Dr. Kim", "Dr. Osei"])
+orTime = Col("Scheduled", ["07:30", "09:00", "10:15", "13:00", "15:30"])
+orStatus = Col("Status", ["Complete", "In Progress", "In Progress", "Scheduled", "Scheduled"])
+sep6 = Separator()
+dischargeHeading = Heading("Ready for Discharge", "h3")
+dischargeList = ListBlock([d1, d2, d3, d4, d5], "number")
+d1 = ListItem("Room 412 — Alice Monroe", "Cleared by cardiology. Awaiting pharmacy.")
+d2 = ListItem("Room 308 — Robert Fields", "Post-op day 2. PT cleared. Ride confirmed.")
+d3 = ListItem("Room 215 — Susan Park", "Pneumonia resolved. Follow-up scheduled.")
+d4 = ListItem("Room 519 — George Tillman", "Diabetic management stable. Education complete.")
+d5 = ListItem("Room 102 — Linda Chu", "Observation complete. Discharge summary signed.")
+sep7 = Separator()
+suppliesHeading = Heading("Supplies Running Low", "h3")
+suppliesList = Card([sup1, sup2, sup3, sup4], "clear", "column", "s")
+sup1 = Alert("N95 Respirators", "14 remaining in central supply. Reorder threshold: 50.", "warning")
+sup2 = Alert("IV Normal Saline 1L", "32 bags left. Expected depletion in 6 hours at current rate.", "destructive")
+sup3 = Alert("Surgical Gloves (Medium)", "2 boxes remaining in OR storage.", "warning")
+sup4 = Alert("Morphine 10mg/mL Vials", "8 vials on hand. Pharmacy restock ETA: 4 hours.", "warning")
+sep8 = Separator()
+actionsRow = Card([incidentDialog, dateDialog, transferDialog], "clear", "row", "m")
+incidentDialog = DialogBlock("File Incident", "Incident Report", "Complete all fields to submit a new incident report.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incType, incLocation, incDesc, incSeverity])
+incType = FormControl("Incident Type", incTypeSelect)
+incTypeSelect = Select("type", [incT1, incT2, incT3, incT4], "Select type")
+incT1 = SelectItem("patient-safety", "Patient Safety")
+incT2 = SelectItem("equipment", "Equipment Failure")
+incT3 = SelectItem("medication", "Medication Error")
+incT4 = SelectItem("staff", "Staff Injury")
+incLocation = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU-07, OR-2, ER Bay 3")
+incDesc = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "Describe what happened...", 4)
+incSeverity = FormControl("Severity", incSevRadio)
+incSevRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh, sevCrit])
+sevLow = RadioItem("Low", "No patient harm", "low")
+sevMed = RadioItem("Medium", "Minor harm or near-miss", "medium")
+sevHigh = RadioItem("High", "Significant harm", "high")
+sevCrit = RadioItem("Critical", "Life-threatening or death", "critical")
+incidentButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit Report", null, "primary")
+incCancel = Button("Cancel", null, "tertiary")
+dateDialog = DialogBlock("View Another Day", "Select Date", "Choose a date to view historical operations data.", [datePicker, dateNote], "secondary")
+datePicker = DatePicker("view-date", "single")
+dateNote = TextContent("Historical data available for the past 90 days.", "small")
+transferDialog = DialogBlock("Request Transfer", "Patient Transfer Request", "Submit a request to transfer a patient to another unit or facility.", [transferForm], "secondary")
+transferForm = Form("transfer-request", transferButtons, [tfPatient, tfFrom, tfTo, tfReason, tfPriority])
+tfPatient = FormControl("Patient Name / MRN", tfPatientInput)
+tfPatientInput = Input("patient", "e.g. John Smith / MRN-48291")
+tfFrom = FormControl("Current Location", tfFromInput)
+tfFromInput = Input("from_location", "e.g. ER Bay 5")
+tfTo = FormControl("Requested Destination", tfToSelect)
+tfToSelect = Select("destination", [tfTo1, tfTo2, tfTo3, tfTo4, tfTo5], "Select unit or facility")
+tfTo1 = SelectItem("icu", "ICU")
+tfTo2 = SelectItem("med-surg", "Med-Surg")
+tfTo3 = SelectItem("cardiology", "Cardiology Step-Down")
+tfTo4 = SelectItem("peds", "Pediatrics")
+tfTo5 = SelectItem("external", "External Facility")
+tfReason = FormControl("Clinical Reason", tfReasonArea)
+tfReasonArea = TextArea("reason", "Justify the transfer...", 3)
+tfPriority = FormControl("Priority", tfPriorityRadio)
+tfPriorityRadio = RadioGroup("priority", [priRoutine, priUrgent, priEmergent])
+priRoutine = RadioItem("Routine", "Within 24 hours", "routine")
+priUrgent = RadioItem("Urgent", "Within 4 hours", "urgent")
+priEmergent = RadioItem("Emergent", "Immediate", "emergent")
+transferButtons = Buttons([tfSubmit, tfCancel])
+tfSubmit = Button("Submit Request", null, "primary")
+tfCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show bed availability by unit")
+fu2 = FollowUpItem("Summarize today's critical incidents")
+fu3 = FollowUpItem("Compare admissions to last month")
+fu4 = FollowUpItem("Show staff coverage gaps for next shift")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..b38b73fc7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r2.txt
@@ -0,0 +1,89 @@
+
+
+root = Card([header, occupancyProgress, erWaitAlert, sep1, admissionsHeading, admissionsChart, sep2, deptHeading, deptChart, sep3, criticalCallout, sep4, staffHeading, staffTable, sep5, dischargeHeading, dischargeList, sep6, orHeading, orTable, sep7, supplyAlert, sep8, actionsHeading, actionButtons])
+header = CardHeader("Hospital Operations Command Center", "Live status — Updated 2 minutes ago")
+occupancyProgress = Progress(78, "Bed Occupancy: 312 / 400 beds occupied")
+erWaitAlert = Alert("ER Wait Time: 47 minutes", "12 patients currently in triage queue. 3 flagged as urgent.", "warning")
+sep1 = Separator()
+admissionsHeading = Heading("Admissions — Past 14 Days", "h3")
+admissionsChart = AreaChart(["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"], [admissionsSeries], "natural", "Date", "Admissions")
+admissionsSeries = Series("Admissions", [34, 41, 38, 45, 52, 48, 39, 44, 50, 55, 47, 43, 51, 46])
+sep2 = Separator()
+deptHeading = Heading("Patients per Department", "h3")
+deptChart = HorizontalBarChart(["Emergency", "Cardiology", "Orthopedics", "Oncology", "Neurology", "Pediatrics", "ICU", "General Med"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Current Census", [28, 34, 22, 19, 15, 26, 18, 41])
+sep3 = Separator()
+criticalCallout = Callout("error", "Critical Patients (3)", "Rm 412 — Cardiac arrest recovery, unstable vitals. Rm 208 — Sepsis, escalating antibiotics. Rm ICU-3 — Post-craniotomy, neuro checks q1h.")
+sep4 = Separator()
+staffHeading = Heading("Staff On Shift", "h3")
+staffTable = Table([staffName, staffRole, staffDept, staffStatus])
+staffName = Col("Name", ["Dr. Sarah Chen", "Dr. Marcus Webb", "NP Lisa Torres", "RN James Okafor", "RN Priya Patel", "Dr. Alan Reeves", "RT Kim Nguyen", "RN Dana Brooks"])
+staffRole = Col("Role", ["Attending Physician", "Surgeon", "Nurse Practitioner", "Registered Nurse", "Registered Nurse", "Anesthesiologist", "Respiratory Therapist", "Charge Nurse"])
+staffDept = Col("Department", ["Emergency", "Orthopedics", "Cardiology", "ICU", "Pediatrics", "OR", "ICU", "General Med"])
+staffStatus = Col("Status", ["On shift", "On shift", "On shift", "On shift", "On shift", "On shift", "On shift", "On shift"])
+sep5 = Separator()
+dischargeHeading = Heading("Ready for Discharge (6)", "h3")
+dischargeList = ListBlock([discharge1, discharge2, discharge3, discharge4, discharge5, discharge6])
+discharge1 = ListItem("Margaret Holloway", "Rm 305 — General Med, awaiting transport")
+discharge2 = ListItem("David Kim", "Rm 218 — Cardiology, follow-up scheduled")
+discharge3 = ListItem("Rosa Martinez", "Rm 410 — Orthopedics, home health arranged")
+discharge4 = ListItem("Thomas Wright", "Rm 122 — Neurology, cleared by PT")
+discharge5 = ListItem("Angela Foster", "Rm 330 — Oncology, palliative care referral")
+discharge6 = ListItem("Brian Osei", "Rm 215 — General Med, pharmacy pickup pending")
+sep6 = Separator()
+orHeading = Heading("Today's OR Bookings", "h3")
+orTable = Table([orRoom, orProcedure, orSurgeon, orTime, orStatusCol])
+orRoom = Col("Room", ["OR-1", "OR-2", "OR-3", "OR-4", "OR-1", "OR-2"])
+orProcedure = Col("Procedure", ["Total Knee Replacement", "Laparoscopic Cholecystectomy", "Craniotomy — Tumor Resection", "Appendectomy", "Spinal Fusion L4-L5", "Carpal Tunnel Release"])
+orSurgeon = Col("Surgeon", ["Dr. Webb", "Dr. Patel", "Dr. Reeves", "Dr. Chen", "Dr. Webb", "Dr. Patel"])
+orTime = Col("Time", ["07:30", "08:00", "09:15", "11:00", "13:30", "15:00"])
+orStatusCol = Col("Status", ["Complete", "In Progress", "In Progress", "Scheduled", "Scheduled", "Scheduled"])
+sep7 = Separator()
+supplyAlert = Alert("Supplies Running Low", "N95 masks (12% remaining), IV saline bags (18%), Surgical gloves size M (9%), Heparin vials (15%). Reorder submitted — ETA 6 hours.", "destructive")
+sep8 = Separator()
+actionsHeading = Heading("Quick Actions", "h3")
+actionButtons = Buttons([incidentDialog, dateDialog, transferDialog], "row")
+incidentDialog = DialogBlock("File Incident", "Incident Report", "Document a safety or operational incident.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentType, incidentDesc, incidentLocation, incidentSeverity])
+incidentType = FormControl("Incident Type", incidentTypeSelect)
+incidentTypeSelect = Select("type", [typePatient, typeStaff, typeEquipment, typeMedication], "Select type")
+typePatient = SelectItem("patient-safety", "Patient Safety")
+typeStaff = SelectItem("staff-safety", "Staff Safety")
+typeEquipment = SelectItem("equipment", "Equipment Failure")
+typeMedication = SelectItem("medication", "Medication Error")
+incidentDesc = FormControl("Description", incidentDescArea)
+incidentDescArea = TextArea("description", "Describe what happened...", 4)
+incidentLocation = FormControl("Location", incidentLocInput)
+incidentLocInput = Input("location", "e.g. Ward 3, Rm 210")
+incidentSeverity = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh, sevCrit])
+sevLow = RadioItem("Low", "No harm, near miss", "low")
+sevMed = RadioItem("Medium", "Minor harm or delay", "medium")
+sevHigh = RadioItem("High", "Significant harm", "high")
+sevCrit = RadioItem("Critical", "Life-threatening or death", "critical")
+incidentButtons = Buttons([incidentSubmit])
+incidentSubmit = Button("Submit Report", null, "primary")
+dateDialog = DialogBlock("View Another Day", "Select Date", "Choose a date to review historical operations data.", [datePicker], "outline")
+datePicker = DatePicker("target-date", "single")
+transferDialog = DialogBlock("Request Transfer", "Patient Transfer Request", "Submit an inter-unit or inter-facility transfer request.", [transferForm], "secondary")
+transferForm = Form("transfer-request", transferButtons, [transferPatient, transferFrom, transferTo, transferReason, transferPriority])
+transferPatient = FormControl("Patient Name / MRN", transferPatientInput)
+transferPatientInput = Input("patient", "Enter name or MRN")
+transferFrom = FormControl("Current Location", transferFromInput)
+transferFromInput = Input("from_location", "e.g. ICU-3")
+transferTo = FormControl("Requested Destination", transferToSelect)
+transferToSelect = Select("to_location", [destGenMed, destICU, destCardio, destOrtho, destExtFacility], "Select destination")
+destGenMed = SelectItem("gen-med", "General Medicine Ward")
+destICU = SelectItem("icu", "ICU")
+destCardio = SelectItem("cardio", "Cardiology Unit")
+destOrtho = SelectItem("ortho", "Orthopedics Ward")
+destExtFacility = SelectItem("external", "External Facility")
+transferReason = FormControl("Clinical Reason", transferReasonArea)
+transferReasonArea = TextArea("reason", "Justify the transfer...", 3)
+transferPriority = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("priority", [prioRoutine, prioUrgent, prioEmergent])
+prioRoutine = RadioItem("Routine", "Within 24 hours", "routine")
+prioUrgent = RadioItem("Urgent", "Within 4 hours", "urgent")
+prioEmergent = RadioItem("Emergent", "Immediate", "emergent")
+transferButtons = Buttons([transferSubmit])
+transferSubmit = Button("Submit Transfer Request", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..fe4b56de1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r3.txt
@@ -0,0 +1,84 @@
+
+
+root = Card([header, occupancy, erWait, critical, admissionsChart, deptChart, detailsSection, incidentDialog, dateDialog, transferDialog])
+header = CardHeader("Hospital Operations Command Center", "Live overview — Updated 14:32 today")
+occupancy = Progress(87, "Bed Occupancy: 348 / 400 beds")
+erWait = Alert("ER Wait Time: 42 min", "12 patients in queue · 3 triaged as urgent · Longest wait: 1h 18m", "warning")
+critical = Alert("3 Critical Patients", "ICU Bed 4 — Cardiac arrest recovery · ICU Bed 9 — Sepsis · Ward 2B Bed 12 — Post-op hemorrhage", "destructive")
+admissionsChart = LineChart(["Jun 1","Jun 2","Jun 3","Jun 4","Jun 5","Jun 6","Jun 7","Jun 8","Jun 9","Jun 10","Jun 11","Jun 12","Jun 13","Jun 14"], [admSeries], "natural", "Date", "Admissions")
+admSeries = Series("Admissions", [34, 41, 38, 45, 52, 48, 39, 44, 50, 55, 47, 43, 51, 49])
+deptChart = HorizontalBarChart(["Emergency","ICU","Cardiology","Oncology","Orthopedics","Pediatrics","Neurology","General Med"], [deptSeries], "grouped", "Department", "Patients")
+deptSeries = Series("Current Patients", [38, 22, 31, 27, 24, 19, 16, 45])
+detailsSection = SectionBlock([staffItem, dischargeItem, orItem, suppliesItem], true)
+staffItem = SectionItem("staff", "Staff On Shift (64 total)", [staffTable])
+staffTable = Table([staffName, staffRole, staffDept, staffStatus])
+staffName = Col("Name", ["Dr. Sarah Chen","Dr. Marcus Webb","Nurse Angela Torres","Nurse David Kim","Dr. Priya Patel","Tech James Okafor","Nurse Lisa Moreau","Dr. Robert Hayes"])
+staffRole = Col("Role", ["Attending Physician","ER Physician","Charge Nurse","ICU Nurse","Cardiologist","Lab Technician","Surgical Nurse","Anesthesiologist"])
+staffDept = Col("Department", ["General Medicine","Emergency","ICU","ICU","Cardiology","Laboratory","OR Suite 2","OR Suite 1"])
+staffStatus = Col("Status", ["On shift","On shift","On shift","On shift","On call","On shift","On shift","On shift"])
+dischargeItem = SectionItem("discharge", "Ready for Discharge (7 patients)", [dischargeTable])
+dischargeTable = Table([disName, disBed, disDept, disSince])
+disName = Col("Patient", ["M. Johnson","T. Nguyen","R. Garcia","K. Williams","A. Patel","S. Brown","L. Davis"])
+disBed = Col("Bed", ["3A-12","2C-08","4B-03","1A-15","3C-22","2A-06","4A-11"])
+disDept = Col("Department", ["Orthopedics","General Med","Cardiology","Oncology","Neurology","Pediatrics","General Med"])
+disSince = Col("Ready Since", ["08:15","09:30","10:00","10:45","11:20","12:00","13:30"])
+orItem = SectionItem("or", "Today's OR Bookings (6 scheduled)", [orTable])
+orTable = Table([orTime, orProcedure, orSurgeon, orRoom, orStatus])
+orTime = Col("Time", ["07:30","09:00","10:30","13:00","14:30","16:00"])
+orProcedure = Col("Procedure", ["Knee Replacement","Appendectomy","Cardiac Bypass","Hip Repair","Tumor Removal","Gallbladder Removal"])
+orSurgeon = Col("Surgeon", ["Dr. Hayes","Dr. Chen","Dr. Patel","Dr. Webb","Dr. Patel","Dr. Chen"])
+orRoom = Col("Room", ["OR 1","OR 2","OR 1","OR 3","OR 2","OR 3"])
+orStatus = Col("Status", ["Complete","Complete","In Progress","Scheduled","Scheduled","Scheduled"])
+suppliesItem = SectionItem("supplies", "Supplies Running Low (5 items)", [suppliesTable])
+suppliesTable = Table([supItem, supStock, supMin, supLocation])
+supItem = Col("Item", ["N95 Masks","IV Saline Bags","Surgical Gloves (L)","Epinephrine Vials","Oxygen Tanks"])
+supStock = Col("Current Stock", [120, 45, 200, 12, 8])
+supMin = Col("Min Threshold", [500, 200, 400, 50, 20])
+supLocation = Col("Storage", ["Central Supply","Pharmacy B","Central Supply","Pharmacy A","Gas Room"])
+incidentDialog = DialogBlock("File Incident", "Incident Report", "Submit a new incident report for tracking and follow-up.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incTypeField, incLocField, incSevField, incDescField])
+incTypeField = FormControl("Incident Type", incTypeSelect)
+incTypeSelect = Select("type", [incT1, incT2, incT3, incT4, incT5], "Select type")
+incT1 = SelectItem("patient-safety", "Patient Safety")
+incT2 = SelectItem("equipment", "Equipment Failure")
+incT3 = SelectItem("medication", "Medication Error")
+incT4 = SelectItem("staff", "Staff Incident")
+incT5 = SelectItem("other", "Other")
+incLocField = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. Ward 3B, OR 2")
+incSevField = FormControl("Severity", incSevRadio)
+incSevRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh, sevCrit])
+sevLow = RadioItem("Low", "No harm, minor concern", "low")
+sevMed = RadioItem("Medium", "Minor harm or near-miss", "medium")
+sevHigh = RadioItem("High", "Significant harm occurred", "high")
+sevCrit = RadioItem("Critical", "Life-threatening or fatal", "critical")
+incDescField = FormControl("Description", incDescArea, "Provide as much detail as possible")
+incDescArea = TextArea("description", "Describe what happened...", 4)
+incidentButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit Report", null, "primary")
+incCancel = Button("Cancel", null, "tertiary")
+dateDialog = DialogBlock("View Another Day", "Select Date", "Choose a date to view historical operations data.", [datePicker], "secondary")
+datePicker = CalendarBlock("single", "2025-06")
+transferDialog = DialogBlock("Request Transfer", "Patient Transfer Request", "Submit a request to transfer a patient to another facility or department.", [transferForm], "outline")
+transferForm = Form("transfer-request", transferButtons, [tfPatientField, tfFromField, tfToField, tfReasonField, tfUrgencyField])
+tfPatientField = FormControl("Patient ID / Name", tfPatientInput)
+tfPatientInput = Input("patient", "e.g. PT-20481 or John Smith")
+tfFromField = FormControl("Current Location", tfFromInput)
+tfFromInput = Input("from_location", "e.g. ICU Bed 7")
+tfToField = FormControl("Transfer To", tfToSelect)
+tfToSelect = Select("to_location", [tfTo1, tfTo2, tfTo3, tfTo4, tfTo5], "Select destination")
+tfTo1 = SelectItem("another-dept", "Another Department")
+tfTo2 = SelectItem("another-facility", "Another Facility")
+tfTo3 = SelectItem("step-down", "Step-Down Unit")
+tfTo4 = SelectItem("rehab", "Rehabilitation Center")
+tfTo5 = SelectItem("home-care", "Home Care Program")
+tfReasonField = FormControl("Reason for Transfer", tfReasonArea)
+tfReasonArea = TextArea("reason", "Clinical justification...", 3)
+tfUrgencyField = FormControl("Urgency", tfUrgencyRadio)
+tfUrgencyRadio = RadioGroup("urgency", [urgRoutine, urgUrgent, urgEmerg])
+urgRoutine = RadioItem("Routine", "Within 24–48 hours", "routine")
+urgUrgent = RadioItem("Urgent", "Within 4–6 hours", "urgent")
+urgEmerg = RadioItem("Emergency", "Immediate transfer needed", "emergency")
+transferButtons = Buttons([tfSubmit, tfCancel])
+tfSubmit = Button("Submit Request", null, "primary")
+tfCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..33b283f2f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-hospital__r4.txt
@@ -0,0 +1,94 @@
+
+
+root = Card([header, erAlert, criticalCallout, bedTable, admissionsChart, deptChart, detailSections, actionRow])
+header = CardHeader("Hospital Operations Command", "Live overview — last refreshed 2 minutes ago")
+erAlert = Alert("ER Wait: 47 min", "12 patients in queue · 3 triaged as urgent · Longest wait: 2h 14m", "warning")
+criticalCallout = Callout("error", "3 Critical Patients", "Rm 412 — Cardiac arrest recovery (Dr. Patel) · Rm 407 — Septic shock (Dr. Nguyen) · Rm 415 — Acute respiratory failure (Dr. Okafor)")
+bedTable = Table([bedUnit, bedOccupied, bedTotal, bedPct])
+bedUnit = Col("Unit", ["ICU", "Med-Surg A", "Med-Surg B", "Pediatrics", "Maternity", "Orthopedics"])
+bedOccupied = Col("Occupied", [18, 42, 38, 22, 15, 27])
+bedTotal = Col("Total Beds", [20, 48, 44, 28, 20, 32])
+bedPct = Col("Occupancy %", ["90%", "88%", "86%", "79%", "75%", "84%"])
+admissionsChart = AreaChart(["Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14", "Jun 15"], [admSeries], "natural", "Date", "Admissions")
+admSeries = Series("Admissions", [34, 41, 38, 45, 52, 48, 39, 44, 50, 55, 47, 43, 51, 49])
+deptChart = HorizontalBarChart(["Emergency", "Internal Medicine", "Surgery", "Cardiology", "Oncology", "Pediatrics", "Orthopedics", "Neurology"], [deptSeries], "grouped", "Patients", "Department")
+deptSeries = Series("Current Patients", [31, 58, 24, 19, 22, 22, 27, 14])
+detailSections = SectionBlock([staffSection, dischargeSection, orSection, suppliesSection], true)
+staffSection = SectionItem("staff", "Staff On Shift (42 active)", [staffTable])
+staffTable = Table([staffName, staffRole, staffDept, staffShift])
+staffName = Col("Name", ["Dr. A. Patel", "Dr. L. Nguyen", "Dr. K. Okafor", "Dr. M. Torres", "Dr. S. Kim", "RN J. Williams", "RN C. Davis", "RN P. Martinez", "RN T. Johnson", "RT B. Lee", "Pharm D. Garcia", "Tech R. Wilson"])
+staffRole = Col("Role", ["Attending Physician", "Attending Physician", "Attending Physician", "Surgeon", "Cardiologist", "Charge Nurse", "ICU Nurse", "ER Nurse", "Med-Surg Nurse", "Respiratory Therapist", "Clinical Pharmacist", "Lab Technician"])
+staffDept = Col("Department", ["ICU", "ICU", "ICU", "Surgery", "Cardiology", "Med-Surg A", "ICU", "Emergency", "Med-Surg B", "ICU", "Pharmacy", "Laboratory"])
+staffShift = Col("Shift", ["Day (7a–7p)", "Day (7a–7p)", "Night (7p–7a)", "Day (7a–7p)", "Day (7a–7p)", "Day (7a–7p)", "Day (7a–7p)", "Day (7a–7p)", "Night (7p–7a)", "Day (7a–7p)", "Day (7a–7p)", "Day (7a–7p)"])
+dischargeSection = SectionItem("discharge", "Ready for Discharge (7 patients)", [dischargeList])
+dischargeList = ListBlock([d1, d2, d3, d4, d5, d6, d7])
+d1 = ListItem("Margaret Chen", "Med-Surg A · Rm 214 · Cleared by Dr. Torres since 08:30")
+d2 = ListItem("Robert Fields", "Orthopedics · Rm 308 · Post-op day 3, mobility cleared")
+d3 = ListItem("Aisha Bello", "Maternity · Rm 502 · Post-delivery, 48h observation complete")
+d4 = ListItem("James O'Brien", "Med-Surg B · Rm 221 · Awaiting pharmacy final fill")
+d5 = ListItem("Linda Vasquez", "Pediatrics · Rm 105 · Parent educated, transport arranged")
+d6 = ListItem("Thomas Wright", "Cardiology · Rm 410 · Stress test passed, follow-up scheduled")
+d7 = ListItem("Grace Kim", "Internal Medicine · Rm 318 · IV antibiotics completed")
+orSection = SectionItem("or", "Today's OR Bookings (6 scheduled)", [orTable])
+orTable = Table([orRoom, orProcedure, orSurgeon, orTime, orStatus])
+orRoom = Col("Room", ["OR-1", "OR-1", "OR-2", "OR-3", "OR-3", "OR-4"])
+orProcedure = Col("Procedure", ["Total knee replacement", "Appendectomy", "Cardiac bypass (CABG)", "Hip fracture repair", "Laparoscopic cholecystectomy", "Spinal fusion L4-L5"])
+orSurgeon = Col("Surgeon", ["Dr. Torres", "Dr. Ramirez", "Dr. Kim", "Dr. Torres", "Dr. Ramirez", "Dr. Patel"])
+orTime = Col("Time", ["07:30–10:00", "10:30–12:00", "08:00–13:00", "13:30–15:30", "14:00–15:30", "09:00–12:30"])
+orStatus = Col("Status", ["In Progress", "Scheduled", "In Progress", "Scheduled", "Scheduled", "In Progress"])
+suppliesSection = SectionItem("supplies", "Supplies Running Low (5 items)", [suppliesTable])
+suppliesTable = Table([suppItem, suppStock, suppMin, suppLocation, suppUrgency])
+suppItem = Col("Item", ["N95 Respirators (Box)", "IV Saline 1L Bags", "Surgical Gloves (M)", "Epinephrine 1mg Amps", "Sterile Drape Kits"])
+suppStock = Col("Current Stock", [12, 45, 8, 6, 14])
+suppMin = Col("Min Threshold", [50, 100, 30, 20, 25])
+suppLocation = Col("Storage", ["Central Supply", "Pharmacy B2", "OR Supply", "ICU Crash Cart", "OR Supply"])
+suppUrgency = Col("Urgency", ["High", "High", "Critical", "Critical", "Medium"])
+actionRow = Card([incidentDialog, dateDialog, transferDialog], "clear", "row", "m")
+incidentDialog = DialogBlock("File Incident", "Incident Report", "Submit a new incident for review by the safety team.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incTypeField, incLocField, incDescField, incSevField])
+incTypeField = FormControl("Incident Type", incTypeSelect)
+incTypeSelect = Select("type", [incT1, incT2, incT3, incT4, incT5], "Select type")
+incT1 = SelectItem("med-error", "Medication Error")
+incT2 = SelectItem("fall", "Patient Fall")
+incT3 = SelectItem("equipment", "Equipment Failure")
+incT4 = SelectItem("near-miss", "Near Miss")
+incT5 = SelectItem("other", "Other")
+incLocField = FormControl("Location", incLocInput)
+incLocInput = Input("location", "e.g. ICU Rm 412")
+incDescField = FormControl("Description", incDescArea)
+incDescArea = TextArea("description", "Describe what happened…", 4)
+incSevField = FormControl("Severity", incSevRadio)
+incSevRadio = RadioGroup("severity", [sevLow, sevMed, sevHigh])
+sevLow = RadioItem("Low", "No patient harm", "low")
+sevMed = RadioItem("Moderate", "Minor harm or extended stay", "moderate")
+sevHigh = RadioItem("High", "Serious harm or sentinel event", "high")
+incidentButtons = Buttons([incSubmit, incCancel])
+incSubmit = Button("Submit Incident", null, "primary", "destructive")
+incCancel = Button("Cancel", null, "tertiary")
+dateDialog = DialogBlock("View Another Day", "Select Date", "Choose a date to load historical operations data.", [datePicker, dateButtons], "outline")
+datePicker = DatePicker("target_date", "single")
+dateButtons = Buttons([dateLoad])
+dateLoad = Button("Load Data", null, "primary")
+transferDialog = DialogBlock("Request Transfer", "Patient Transfer Request", "Submit an inter-unit or inter-facility transfer request.", [transferForm], "secondary")
+transferForm = Form("transfer-request", transferButtons, [tfPatientField, tfFromField, tfToField, tfReasonField, tfPriorityField])
+tfPatientField = FormControl("Patient Name / MRN", tfPatientInput)
+tfPatientInput = Input("patient", "e.g. Margaret Chen / MRN-48291")
+tfFromField = FormControl("Current Location", tfFromInput)
+tfFromInput = Input("from_location", "e.g. Med-Surg A, Rm 214")
+tfToField = FormControl("Requested Destination", tfToSelect)
+tfToSelect = Select("to_location", [tfTo1, tfTo2, tfTo3, tfTo4, tfTo5], "Select destination")
+tfTo1 = SelectItem("icu", "ICU")
+tfTo2 = SelectItem("med-surg-a", "Med-Surg A")
+tfTo3 = SelectItem("med-surg-b", "Med-Surg B")
+tfTo4 = SelectItem("step-down", "Step-Down Unit")
+tfTo5 = SelectItem("external", "External Facility")
+tfReasonField = FormControl("Clinical Reason", tfReasonArea)
+tfReasonArea = TextArea("reason", "Brief clinical justification…", 3)
+tfPriorityField = FormControl("Priority", tfPriorityRadio)
+tfPriorityRadio = RadioGroup("priority", [priRoutine, priUrgent, priEmergent])
+priRoutine = RadioItem("Routine", "Within 24 hours", "routine")
+priUrgent = RadioItem("Urgent", "Within 4 hours", "urgent")
+priEmergent = RadioItem("Emergent", "Immediate", "emergent")
+transferButtons = Buttons([tfSubmit, tfCancel])
+tfSubmit = Button("Submit Request", null, "primary")
+tfCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..c44760eba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r1.txt
@@ -0,0 +1,78 @@
+root = Card([header, healthCallout, quarterRow, projectsTable, budgetChart, deliveryChart, utilizationSection, overdueSection, deadlinesSection, blockedSection, risksTable, actionsRow, followUps])
+header = CardHeader("Portfolio Review", "Q1 2025 · 5 active projects · Last updated Jan 18")
+healthCallout = Callout("warning", "Portfolio Health: Amber", "2 of 5 projects are at risk. Mobile App v3.0 is over budget and behind schedule; API Gateway has a resource conflict. Overall delivery velocity is stable but capacity is tight.")
+quarterRow = Card([quarterLabel, quarterSelect], "clear", "row", "m", "center")
+quarterLabel = TextContent("Viewing quarter:", "small-heavy")
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter", null, "q1-2025", "small")
+q1Item = SelectItem("q1-2025", "Q1 2025")
+q2Item = SelectItem("q2-2025", "Q2 2025")
+q3Item = SelectItem("q3-2025", "Q3 2025")
+q4Item = SelectItem("q4-2025", "Q4 2025")
+projectsTable = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Atlas Platform Migration", "Customer Portal Redesign", "Data Lake Integration", "Mobile App v3.0", "API Gateway Upgrade"])
+projOwner = Col("Owner", ["Sarah Chen", "Marcus Webb", "Priya Sharma", "James Okafor", "Elena Volkov"])
+projDeadline = Col("Deadline", ["Feb 15", "Jan 30", "Mar 1", "Feb 28", "Jan 20"])
+projHealth = Col("Health", ["🟢 On Track", "🟡 At Risk", "🟢 On Track", "🔴 Critical", "🟡 At Risk"])
+budgetChart = BarChart(["Atlas", "Portal", "Data Lake", "Mobile", "API Gateway"], [allocSeries, spentSeries], "grouped", "Project", "$K")
+allocSeries = Series("Allocated", [450, 280, 380, 520, 195])
+spentSeries = Series("Spent", [312, 265, 198, 487, 178])
+deliveryChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [velocitySeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Velocity", [42, 38, 45, 41, 48, 44])
+utilizationSection = SectionBlock([utilItem], true)
+utilItem = SectionItem("util", "Team Utilization", [utilTable])
+utilTable = Table([teamCol, utilCol, statusCol])
+teamCol = Col("Team", ["Frontend", "Backend", "QA", "DevOps", "Design"])
+utilCol = Col("Utilization", ["92%", "87%", "78%", "95%", "84%"])
+statusCol = Col("Status", ["Overloaded", "High", "Healthy", "Critical", "High"])
+overdueSection = SectionBlock([overdueItem], true)
+overdueItem = SectionItem("overdue", "Overdue Milestones (3)", [overdueTable])
+overdueTable = Table([msProject, msMilestone, msDue, msDaysLate])
+msProject = Col("Project", ["Customer Portal", "Mobile App v3.0", "API Gateway"])
+msMilestone = Col("Milestone", ["UX Sign-off", "Beta Release", "Security Audit"])
+msDue = Col("Was Due", ["Jan 10", "Jan 12", "Jan 8"])
+msDaysLate = Col("Days Late", ["8", "6", "10"])
+deadlinesSection = SectionBlock([deadlineItem], true)
+deadlineItem = SectionItem("deadlines", "Deadlines — Next 2 Weeks", [deadlineList])
+deadlineList = ListBlock([dl1, dl2, dl3, dl4])
+dl1 = ListItem("API Gateway — Code Freeze", "Jan 22 · Elena Volkov")
+dl2 = ListItem("Customer Portal — UAT Start", "Jan 25 · Marcus Webb")
+dl3 = ListItem("Atlas Platform — Phase 2 Demo", "Jan 28 · Sarah Chen")
+dl4 = ListItem("Mobile App — App Store Submission", "Jan 30 · James Okafor")
+blockedSection = SectionBlock([blockedItem], true)
+blockedItem = SectionItem("blocked", "Blocked Work Items (3)", [blockedList])
+blockedList = ListBlock([bl1, bl2, bl3])
+bl1 = ListItem("Push notification service", "Mobile App · Waiting on vendor API keys · 5 days blocked")
+bl2 = ListItem("Data migration script", "Atlas · Blocked by DBA team capacity · 3 days blocked")
+bl3 = ListItem("SSO integration", "Customer Portal · Waiting on security team review · 7 days blocked")
+risksTable = Table([riskProject, riskDesc, riskSev, riskMitigation])
+riskProject = Col("Project", ["Mobile App v3.0", "Customer Portal", "API Gateway", "Data Lake", "Atlas Platform"])
+riskDesc = Col("Risk", ["Budget overrun likely", "Scope creep from stakeholder requests", "Resource conflict with Atlas", "Third-party API deprecation", "Key engineer PTO in Feb"])
+riskSev = Col("Severity", ["High", "High", "Medium", "Medium", "Low"])
+riskMitigation = Col("Mitigation", ["Re-baseline budget; escalate to steering", "Enforce change control board", "Reassign 1 backend dev", "Build adapter layer by Feb", "Cross-train backup engineer"])
+actionsRow = Card([exportBtn, requestDialog, archiveDialog], "clear", "row", "m")
+exportBtn = Button("Export Review", null, "secondary")
+requestDialog = DialogBlock("Request Headcount", "Request Additional Resources", "Submit a staffing request for a project in this portfolio.", [requestForm])
+requestForm = Form("headcount-request", requestFormBtns, [reqProjectField, reqRoleField, reqCountField, reqStartField, reqJustField])
+reqProjectField = FormControl("Project", reqProjectSelect)
+reqProjectSelect = Select("project", [rpAtlas, rpPortal, rpDataLake, rpMobile, rpAPI], "Select project")
+rpAtlas = SelectItem("atlas", "Atlas Platform Migration")
+rpPortal = SelectItem("portal", "Customer Portal Redesign")
+rpDataLake = SelectItem("datalake", "Data Lake Integration")
+rpMobile = SelectItem("mobile", "Mobile App v3.0")
+rpAPI = SelectItem("api", "API Gateway Upgrade")
+reqRoleField = FormControl("Role needed", reqRoleInput)
+reqRoleInput = Input("role", "e.g. Senior Backend Engineer")
+reqCountField = FormControl("Number of people", reqCountInput)
+reqCountInput = Input("count", "1", "number")
+reqStartField = FormControl("Start date", reqStartPicker)
+reqStartPicker = DatePicker("start_date", "single")
+reqJustField = FormControl("Business justification", reqJustArea, "Explain why this is needed and the impact of not filling")
+reqJustArea = TextArea("justification", "Describe the gap and expected outcome…", 4)
+requestFormBtns = Buttons([reqSubmitBtn, reqCancelBtn])
+reqSubmitBtn = Button("Submit Request", null, "primary")
+reqCancelBtn = Button("Cancel", null, "tertiary")
+archiveDialog = AlertDialogBlock("Archive Project", "Archive a finished project", "This will move the project to the archive and remove it from active portfolio views. This action can be undone by an admin.", "Archive", "Cancel", "destructive")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me the budget burn-down for Mobile App v3.0")
+fu2 = FollowUpItem("Who is available to help unblock the SSO integration?")
+fu3 = FollowUpItem("Draft a steering committee escalation for the portfolio risks")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..20a547ed5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r2.txt
@@ -0,0 +1,107 @@
+
+
+root = Card([header, summary, controlsHeading, quarterForm, staffingDialog, exportButtons, archiveDrawer, sep1, activeHeading, activeTable, overdueHeading, overdueTable, budgetHeading, budgetChart, utilizationHeading, utilizationChart, riskHeading, riskTable, deadlineHeading, deadlineTable, paceHeading, paceChart, blockedHeading, blockedTable])
+header = CardHeader("Project Portfolio Review", "PMO weekly review · Q2 2026 · 6 active projects")
+summary = Callout("warning", "Portfolio health summary", "Portfolio is amber: 2 green, 3 amber, 1 red; schedule pressure from 5 overdue milestones and 105% mobile utilization, while Comet is over budget.")
+controlsHeading = Heading("Portfolio actions", "h2")
+quarterForm = Form("quarter-selection", quarterButtons, [quarterField])
+quarterButtons = Buttons([quarterApply, quarterReset])
+quarterApply = Button("Apply quarter", null, "primary")
+quarterReset = Button("Reset to current quarter", null, "tertiary")
+quarterField = FormControl("Review quarter", quarterSelect, "Switch the portfolio review to another quarter")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Choose a quarter", [], "Q2 2026")
+q1 = SelectItem("Q1 2026", "Q1 2026")
+q2 = SelectItem("Q2 2026", "Q2 2026")
+q3 = SelectItem("Q3 2026", "Q3 2026")
+q4 = SelectItem("Q4 2026", "Q4 2026")
+staffingDialog = DialogBlock("Request more people", "Project staffing request", "Ask the PMO to assign additional people to a project.", [staffingForm], "default")
+staffingForm = Form("staffing-request", staffingButtons, [staffingProjectField, staffingRoleField, staffingPeopleField, staffingStartField, staffingJustificationField])
+staffingButtons = Buttons([staffingSubmit, staffingCancel])
+staffingSubmit = Button("Submit request", null, "primary")
+staffingCancel = Button("Cancel", null, "tertiary")
+staffingProjectField = FormControl("Project", staffingProjectSelect)
+staffingProjectSelect = Select("project", [spAtlas, spBeacon, spComet, spDelta, spEcho, spFoxtrot], "Choose project")
+spAtlas = SelectItem("atlas", "Atlas CRM Revamp")
+spBeacon = SelectItem("beacon", "Beacon Payments Gateway")
+spComet = SelectItem("comet", "Comet Mobile App")
+spDelta = SelectItem("delta", "Delta Data Platform")
+spEcho = SelectItem("echo", "Echo Compliance Portal")
+spFoxtrot = SelectItem("foxtrot", "Foxtrot AI Assistant")
+staffingRoleField = FormControl("Role needed", staffingRoleSelect)
+staffingRoleSelect = Select("role", [roleEngineer, roleDesigner, roleQa, roleData, rolePm], "Choose role")
+roleEngineer = SelectItem("engineer", "Engineer")
+roleDesigner = SelectItem("designer", "Designer")
+roleQa = SelectItem("qa", "QA")
+roleData = SelectItem("data_engineer", "Data Engineer")
+rolePm = SelectItem("pm", "Project Manager")
+staffingPeopleField = FormControl("Number of people", staffingPeopleInput, "Whole FTE or contract headcount")
+staffingPeopleInput = Input("people", "e.g. 2", "number")
+staffingStartField = FormControl("Start date", staffingStartDate)
+staffingStartDate = DatePicker("start_date", "single")
+staffingJustificationField = FormControl("Justification", staffingJustificationInput)
+staffingJustificationInput = TextArea("justification", "Explain delivery impact and why the people are needed", 4)
+exportButtons = Buttons([exportPdf, exportCsv, exportXlsx])
+exportPdf = Button("Export PDF", null, "secondary")
+exportCsv = Button("Export CSV", null, "secondary")
+exportXlsx = Button("Export Excel", null, "secondary")
+archiveDrawer = DrawerBlock("Archive finished project", "Archive project", "Move a completed project out of the active portfolio review.", [archiveForm], "destructive")
+archiveForm = Form("archive-project", archiveButtons, [archiveProjectField, archiveDateField, archiveNoteField])
+archiveButtons = Buttons([archiveSubmit, archiveCancel])
+archiveSubmit = Button("Archive project", null, "primary", "destructive")
+archiveCancel = Button("Cancel", null, "tertiary")
+archiveProjectField = FormControl("Finished project", archiveProjectSelect)
+archiveProjectSelect = Select("finished_project", [archGamma, archOrion, archNova], "Choose finished project")
+archGamma = SelectItem("gamma", "Gamma Website Refresh")
+archOrion = SelectItem("orion", "Orion CRM Migration")
+archNova = SelectItem("nova", "Nova Reporting Suite")
+archiveDateField = FormControl("Completion date", archiveDatePicker)
+archiveDatePicker = DatePicker("completion_date", "single")
+archiveNoteField = FormControl("Archive note", archiveNoteInput)
+archiveNoteInput = TextArea("archive_note", "Optional closure note or final report link", 3)
+sep1 = Separator("horizontal", true)
+activeHeading = Heading("Active projects", "h2")
+activeTable = Table([activeProjectCol, activeOwnerCol, activeDeadlineCol, activeHealthCol])
+activeProjectCol = Col("Project", ["Atlas CRM Revamp", "Beacon Payments Gateway", "Comet Mobile App", "Delta Data Platform", "Echo Compliance Portal", "Foxtrot AI Assistant"])
+activeOwnerCol = Col("Owner", ["Priya Nair", "Marcus Webb", "Sofia Reyes", "Alan Chen", "Hana Suzuki", "David Okafor"])
+activeDeadlineCol = Col("Deadline", ["2026-07-15", "2026-06-30", "2026-08-08", "2026-09-01", "2026-06-26", "2026-10-12"])
+activeHealthCol = Col("Health", ["Amber", "Green", "Red", "Amber", "Green", "Amber"])
+overdueHeading = Heading("Overdue milestones", "h2")
+overdueTable = Table([overdueMilestoneCol, overdueProjectCol, overdueOwnerCol, overdueDueCol, overdueDaysCol])
+overdueMilestoneCol = Col("Milestone", ["UAT sign-off", "API penetration test", "Beta release", "Schema freeze", "Policy mapping"])
+overdueProjectCol = Col("Project", ["Atlas CRM Revamp", "Beacon Payments Gateway", "Comet Mobile App", "Delta Data Platform", "Echo Compliance Portal"])
+overdueOwnerCol = Col("Owner", ["Priya Nair", "Marcus Webb", "Sofia Reyes", "Alan Chen", "Hana Suzuki"])
+overdueDueCol = Col("Due date", ["2026-06-05", "2026-06-10", "2026-06-01", "2026-06-12", "2026-06-08"])
+overdueDaysCol = Col("Days overdue", [12, 7, 16, 5, 9], "number")
+budgetHeading = Heading("Budget spent against allocation", "h2")
+budgetChart = BarChart(budgetLabels, [allocationSeries, spentSeries], "grouped", "Project", "USD thousands")
+budgetLabels = ["Atlas", "Beacon", "Comet", "Delta", "Echo", "Foxtrot"]
+allocationSeries = Series("Allocated budget", [950, 1200, 650, 1400, 400, 800])
+spentSeries = Series("Spent to date", [780, 860, 710, 620, 305, 410])
+utilizationHeading = Heading("Team utilization", "h2")
+utilizationChart = HorizontalBarChart(utilizationLabels, [utilizationSeries], "grouped", "Team", "Utilization %")
+utilizationLabels = ["Platform Eng", "Mobile", "Data Eng", "QA", "Design", "Security"]
+utilizationSeries = Series("Utilization %", [92, 105, 78, 88, 74, 63])
+riskHeading = Heading("Risks by severity", "h2")
+riskTable = Table([riskCol, riskProjectCol, riskSeverityCol, riskMitigationCol])
+riskCol = Col("Risk", ["Vendor API instability", "Budget overrun", "Resource shortage", "Data migration quality", "Regulatory change", "Model accuracy"])
+riskProjectCol = Col("Project", ["Beacon Payments Gateway", "Comet Mobile App", "Atlas CRM Revamp", "Delta Data Platform", "Echo Compliance Portal", "Foxtrot AI Assistant"])
+riskSeverityCol = Col("Severity", ["High", "Critical", "High", "Medium", "Medium", "Low"])
+riskMitigationCol = Col("Mitigation", ["Enable failover and vendor escalation", "Descope launch features and reforecast", "Backfill with contractor and rebalance scope", "Add data profiling and migration dry runs", "Complete legal review before UAT", "Expand evaluation harness and guardrails"])
+deadlineHeading = Heading("Deadlines in the next two weeks", "h2")
+deadlineTable = Table([deadlineItemCol, deadlineProjectCol, deadlineDateCol, deadlineOwnerCol])
+deadlineItemCol = Col("Item", ["Compliance audit evidence", "Payment gateway go/no-go", "App store submission", "CRM phase 2 demo"])
+deadlineProjectCol = Col("Project", ["Echo Compliance Portal", "Beacon Payments Gateway", "Comet Mobile App", "Atlas CRM Revamp"])
+deadlineDateCol = Col("Date", ["2026-06-26", "2026-06-30", "2026-07-01", "2026-07-01"])
+deadlineOwnerCol = Col("Owner", ["Hana Suzuki", "Marcus Webb", "Sofia Reyes", "Priya Nair"])
+paceHeading = Heading("Delivery pace over the past six sprints", "h2")
+paceChart = LineChart(sprintLabels, [completedSeries, committedSeries], "natural", "Sprint", "Story points")
+sprintLabels = ["Sprint 1", "Sprint 2", "Sprint 3", "Sprint 4", "Sprint 5", "Sprint 6"]
+completedSeries = Series("Completed points", [86, 94, 88, 102, 97, 110])
+committedSeries = Series("Committed points", [95, 98, 100, 105, 108, 112])
+blockedHeading = Heading("Blocked work items", "h2")
+blockedTable = Table([blockedItemCol, blockedProjectCol, blockedBlockerCol, blockedOwnerCol, blockedDaysCol])
+blockedItemCol = Col("Work item", ["Customer data sync", "Payment reconciliation job", "Push notification service", "ETL framework upgrade", "SSO integration"])
+blockedProjectCol = Col("Project", ["Atlas CRM Revamp", "Beacon Payments Gateway", "Comet Mobile App", "Delta Data Platform", "Echo Compliance Portal"])
+blockedBlockerCol = Col("Blocker", ["IAM firewall exception", "Waiting on vendor credentials", "iOS entitlement approval", "Sandbox storage quota", "Legal data residency sign-off"])
+blockedOwnerCol = Col("Owner", ["Priya Nair", "Marcus Webb", "Sofia Reyes", "Alan Chen", "Hana Suzuki"])
+blockedDaysCol = Col("Days blocked", [8, 6, 4, 3, 5], "number")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..fca526d63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r3.txt
@@ -0,0 +1,76 @@
+
+
+root = Card([header, healthSummary, toolbar, mainTabs])
+header = CardHeader("Project Portfolio Review", "PMO Dashboard — Q1 2025")
+healthSummary = Callout("success", "Portfolio Health", "4 of 5 projects on track. Delivery velocity up 12% vs last quarter. One critical risk on Phoenix requires immediate attention.")
+toolbar = Card([quarterBtns, exportBtn, requestDialog, archiveDialog], "clear", "row", "m")
+quarterBtns = Buttons([q1Btn, q2Btn, q3Btn, q4Btn])
+q1Btn = Button("Q1 2025", null, "primary", "normal", "small")
+q2Btn = Button("Q2 2025", null, "secondary", "normal", "small")
+q3Btn = Button("Q3 2025", null, "secondary", "normal", "small")
+q4Btn = Button("Q4 2025", null, "secondary", "normal", "small")
+exportBtn = Button("Export Review", null, "secondary")
+requestDialog = DialogBlock("Request Staffing", "Request Additional Resources", "Submit a staffing request to the PMO for a project in this portfolio.", [requestForm])
+requestForm = Form("staffing-request", requestFormBtns, [projectField, roleField, countField, justificationField])
+requestFormBtns = Buttons([submitRequestBtn])
+submitRequestBtn = Button("Submit Request", null, "primary")
+projectField = FormControl("Project", projectSelect)
+projectSelect = Select("project", [projOpt1, projOpt2, projOpt3, projOpt4, projOpt5], "Select a project")
+projOpt1 = SelectItem("atlas", "Atlas Migration")
+projOpt2 = SelectItem("phoenix", "Phoenix Redesign")
+projOpt3 = SelectItem("orion", "Orion API v2")
+projOpt4 = SelectItem("nova", "Nova Analytics")
+projOpt5 = SelectItem("titan", "Titan Security")
+roleField = FormControl("Role Needed", roleSelect)
+roleSelect = Select("role", [roleOpt1, roleOpt2, roleOpt3, roleOpt4], "Select a role")
+roleOpt1 = SelectItem("fe", "Frontend Engineer")
+roleOpt2 = SelectItem("be", "Backend Engineer")
+roleOpt3 = SelectItem("qa", "QA Engineer")
+roleOpt4 = SelectItem("design", "Product Designer")
+countField = FormControl("Headcount", countInput, "Number of people requested")
+countInput = Input("headcount", "e.g. 2", "number")
+justificationField = FormControl("Justification", justTextArea)
+justTextArea = TextArea("justification", "Explain why additional staffing is needed…", 4)
+archiveDialog = AlertDialogBlock("Archive Project", "Archive a Finished Project", "Selecting archive will move the project to the completed portfolio. This action cannot be undone.", "Archive", "Cancel", "destructive")
+mainTabs = Tabs([projectsTab, deliveryTab, teamRisksTab])
+projectsTab = TabItem("projects", "Projects & Budget", [projectsTable, budgetHeading, budgetChart])
+projectsTable = Table([projNameCol, projOwnerCol, projDeadlineCol, projHealthCol])
+projNameCol = Col("Project", ["Atlas Migration", "Phoenix Redesign", "Orion API v2", "Nova Analytics", "Titan Security"])
+projOwnerCol = Col("Owner", ["Sarah Chen", "Marcus Webb", "Priya Patel", "James Liu", "Elena Volkov"])
+projDeadlineCol = Col("Deadline", ["2025-03-15", "2025-02-28", "2025-04-01", "2025-03-10", "2025-05-01"])
+projHealthCol = Col("Health", ["On Track", "At Risk", "On Track", "Delayed", "On Track"])
+budgetHeading = Heading("Budget: Spent vs Allocated ($K)", "h3")
+budgetChart = HorizontalBarChart(["Atlas", "Phoenix", "Orion", "Nova", "Titan"], [budgetSpentSeries, budgetRemainingSeries], "stacked", "Project", "$K")
+budgetSpentSeries = Series("Spent", [320, 280, 150, 220, 90])
+budgetRemainingSeries = Series("Remaining", [180, 20, 250, 30, 260])
+deliveryTab = TabItem("delivery", "Delivery & Milestones", [velocityHeading, deliveryChart, overdueHeading, overdueTable, upcomingHeading, upcomingList, blockedHeading, blockedList])
+velocityHeading = Heading("Delivery Pace — Story Points per Sprint", "h3")
+deliveryChart = LineChart(["Sprint 1", "Sprint 2", "Sprint 3", "Sprint 4", "Sprint 5", "Sprint 6"], [velocitySeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Velocity", [42, 38, 51, 47, 55, 49])
+overdueHeading = Heading("Overdue Milestones", "h3")
+overdueTable = Table([msNameCol, msProjectCol, msDueCol, msOverdueCol])
+msNameCol = Col("Milestone", ["UAT Sign-off", "Data Migration Complete", "API Contract Freeze"])
+msProjectCol = Col("Project", ["Phoenix Redesign", "Nova Analytics", "Orion API v2"])
+msDueCol = Col("Due Date", ["2025-01-20", "2025-01-25", "2025-01-28"])
+msOverdueCol = Col("Days Overdue", ["12", "7", "4"])
+upcomingHeading = Heading("Deadlines — Next Two Weeks", "h3")
+upcomingList = ListBlock([upItem1, upItem2, upItem3, upItem4])
+upItem1 = ListItem("Phoenix — Final Design Review", "Due Feb 5 · Owner: Marcus Webb")
+upItem2 = ListItem("Atlas — Load Testing Complete", "Due Feb 8 · Owner: Sarah Chen")
+upItem3 = ListItem("Nova — Dashboard MVP Demo", "Due Feb 10 · Owner: James Liu")
+upItem4 = ListItem("Orion — Integration Testing", "Due Feb 12 · Owner: Priya Patel")
+blockedHeading = Heading("Blocked Work Items", "h3")
+blockedList = ListBlock([blockItem1, blockItem2, blockItem3])
+blockItem1 = ListItem("Phoenix: Awaiting client logo assets", "Blocked 3 days · Escalated to account team")
+blockItem2 = ListItem("Nova: DB migration script review pending", "Blocked 2 days · Waiting on DBA approval")
+blockItem3 = ListItem("Orion: Third-party auth token issue", "Blocked 5 days · Vendor ticket #4821 open")
+teamRisksTab = TabItem("team-risks", "Team & Risks", [utilHeading, utilizationChart, risksHeading, risksTable])
+utilHeading = Heading("Team Utilization (%)", "h3")
+utilizationChart = HorizontalBarChart(["Frontend", "Backend", "QA", "DevOps", "Design"], [utilSeries], "grouped", "Team", "%")
+utilSeries = Series("Utilization", [85, 92, 78, 65, 88])
+risksHeading = Heading("Active Risks", "h3")
+risksTable = Table([riskNameCol, riskProjectCol, riskSevCol, riskMitCol])
+riskNameCol = Col("Risk", ["Key engineer departure", "Vendor API deprecation", "Scope creep from stakeholders", "Infrastructure capacity", "Compliance audit findings"])
+riskProjectCol = Col("Project", ["Phoenix", "Orion", "Nova", "Atlas", "Titan"])
+riskSevCol = Col("Severity", ["Critical", "High", "Medium", "Low", "High"])
+riskMitCol = Col("Mitigation", ["Cross-training plan in progress", "Migration to v3 scheduled", "Change control board enforced", "Auto-scaling configured", "Pre-audit review booked Feb 14"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..ca9f282d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-portfolio__r4.txt
@@ -0,0 +1,76 @@
+root = Card([header, healthCallout, quarterRow, projectsTable, budgetChart, deliveryChart, utilizationChart, detailSections, actionButtons])
+header = CardHeader("Project Portfolio Review", "PMO Dashboard — Q2 2025")
+healthCallout = Callout("success", "Portfolio Health", "8 of 10 projects on track. Overall delivery confidence: 82%. No critical blockers at portfolio level.")
+quarterRow = Card([quarterLabel, quarterSelect], "clear", "row", "m")
+quarterLabel = TextContent("View quarter:", "small-heavy")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", null, "q2-2025", "small")
+q1 = SelectItem("q1-2025", "Q1 2025")
+q2 = SelectItem("q2-2025", "Q2 2025")
+q3 = SelectItem("q3-2025", "Q3 2025")
+q4 = SelectItem("q4-2025", "Q4 2025")
+projectsTable = Table([projName, projOwner, projDeadline, projHealth])
+projName = Col("Project", ["Atlas Migration", "Beacon Redesign", "Catalyst API", "Dynamo Mobile", "Echo Analytics", "Falcon Security", "Granite Infra", "Horizon CRM", "Ion Payments", "Jasper ML"])
+projOwner = Col("Owner", ["S. Chen", "M. Torres", "A. Patel", "L. Nguyen", "R. Kim", "D. Okafor", "J. Müller", "K. Santos", "T. Williams", "P. Gupta"])
+projDeadline = Col("Deadline", ["2025-07-15", "2025-06-30", "2025-08-01", "2025-07-22", "2025-06-28", "2025-09-10", "2025-08-15", "2025-07-05", "2025-06-25", "2025-10-01"])
+projHealth = Col("Health", ["On Track", "At Risk", "On Track", "On Track", "Delayed", "On Track", "On Track", "At Risk", "On Track", "On Track"])
+budgetChart = HorizontalBarChart(["Atlas", "Beacon", "Catalyst", "Dynamo", "Echo", "Falcon", "Granite", "Horizon", "Ion", "Jasper"], [budgetSpent, budgetAlloc], "grouped", "Project", "USD (thousands)")
+budgetSpent = Series("Spent", [320, 185, 95, 210, 275, 60, 140, 190, 155, 45])
+budgetAlloc = Series("Allocated", [400, 250, 150, 240, 300, 120, 180, 220, 200, 100])
+deliveryChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [velocitySeries, commitmentSeries], "natural", "Sprint", "Story Points")
+velocitySeries = Series("Delivered", [84, 91, 78, 95, 88, 102])
+commitmentSeries = Series("Committed", [90, 95, 85, 100, 92, 105])
+utilizationChart = HorizontalBarChart(["S. Chen", "M. Torres", "A. Patel", "L. Nguyen", "R. Kim", "D. Okafor", "J. Müller", "K. Santos", "T. Williams", "P. Gupta"], [utilSeries], "grouped", "Team Member", "Utilization %")
+utilSeries = Series("Utilization", [95, 110, 80, 88, 105, 72, 90, 102, 85, 60])
+detailSections = SectionBlock([overdueSection, blockedSection, risksSection, deadlinesSection], true)
+overdueSection = SectionItem("overdue", "Overdue Milestones (4)", [overdueTable])
+overdueTable = Table([msName, msProject, msDue, msDaysLate])
+msName = Col("Milestone", ["API Gateway Live", "UX Sign-off", "Data Migration Complete", "Pen Test Results"])
+msProject = Col("Project", ["Catalyst API", "Beacon Redesign", "Atlas Migration", "Falcon Security"])
+msDue = Col("Due Date", ["2025-06-01", "2025-06-05", "2025-06-10", "2025-06-12"])
+msDaysLate = Col("Days Late", [14, 10, 5, 3])
+blockedSection = SectionItem("blocked", "Blocked Work Items (3)", [blockedTable])
+blockedTable = Table([biTitle, biProject, biBlocker, biSince])
+biTitle = Col("Item", ["OAuth2 integration", "Payment webhook retry", "ML model retraining"])
+biProject = Col("Project", ["Horizon CRM", "Ion Payments", "Jasper ML"])
+biBlocker = Col("Blocker", ["Awaiting vendor API keys", "Infra team capacity", "GPU cluster maintenance"])
+biSince = Col("Blocked Since", ["2025-06-02", "2025-06-08", "2025-06-11"])
+risksSection = SectionItem("risks", "Risk Register (5)", [risksTable])
+risksTable = Table([riskDesc, riskProject, riskSeverity, riskMitigation])
+riskDesc = Col("Risk", ["Key engineer departure", "Vendor SLA breach", "Scope creep on mobile", "Regulatory change", "Budget overrun on analytics"])
+riskProject = Col("Project", ["Atlas Migration", "Falcon Security", "Dynamo Mobile", "Ion Payments", "Echo Analytics"])
+riskSeverity = Col("Severity", ["High", "Medium", "Medium", "High", "Low"])
+riskMitigation = Col("Mitigation", ["Cross-training in progress", "Escalation to vendor CSM", "Change control board review", "Legal review scheduled", "Re-forecast next sprint"])
+deadlinesSection = SectionItem("deadlines", "Deadlines — Next 2 Weeks (5)", [deadlinesTable])
+deadlinesTable = Table([dlItem, dlProject, dlDate, dlOwner])
+dlItem = Col("Deliverable", ["Ion Payments Go-Live", "Echo Analytics Beta", "Beacon Redesign Handoff", "Horizon CRM UAT Start", "Atlas Migration Phase 2"])
+dlProject = Col("Project", ["Ion Payments", "Echo Analytics", "Beacon Redesign", "Horizon CRM", "Atlas Migration"])
+dlDate = Col("Date", ["2025-06-25", "2025-06-28", "2025-06-30", "2025-07-05", "2025-07-15"])
+dlOwner = Col("Owner", ["T. Williams", "R. Kim", "M. Torres", "K. Santos", "S. Chen"])
+actionButtons = Buttons([exportBtn, requestPeopleDialog, archiveDialog], "row")
+exportBtn = Button("Export Review", null, "secondary")
+requestPeopleDialog = DialogBlock("Request Staffing", "Request Additional Resources", "Submit a staffing request to the PMO for approval.", [staffForm])
+staffForm = Form("staffing-request", staffFormButtons, [staffProject, staffRole, staffCount, staffStart, staffJustification])
+staffProject = FormControl("Project", staffProjectSelect)
+staffProjectSelect = Select("project", [spAtlas, spBeacon, spCatalyst, spDynamo, spEcho, spFalcon, spGranite, spHorizon, spIon, spJasper], "Select project")
+spAtlas = SelectItem("atlas", "Atlas Migration")
+spBeacon = SelectItem("beacon", "Beacon Redesign")
+spCatalyst = SelectItem("catalyst", "Catalyst API")
+spDynamo = SelectItem("dynamo", "Dynamo Mobile")
+spEcho = SelectItem("echo", "Echo Analytics")
+spFalcon = SelectItem("falcon", "Falcon Security")
+spGranite = SelectItem("granite", "Granite Infra")
+spHorizon = SelectItem("horizon", "Horizon CRM")
+spIon = SelectItem("ion", "Ion Payments")
+spJasper = SelectItem("jasper", "Jasper ML")
+staffRole = FormControl("Role Needed", staffRoleInput)
+staffRoleInput = Input("role", "e.g. Senior Backend Engineer")
+staffCount = FormControl("Headcount", staffCountSlider)
+staffCountSlider = Slider("headcount", "discrete", 1, 10, 1, [1], "Number of people")
+staffStart = FormControl("Start Date", staffStartDate)
+staffStartDate = DatePicker("start_date", "single")
+staffJustification = FormControl("Business Justification", staffJustificationArea, "Explain why additional resources are needed")
+staffJustificationArea = TextArea("justification", "Describe the impact of not adding headcount...", 4)
+staffFormButtons = Buttons([staffSubmit, staffCancel])
+staffSubmit = Button("Submit Request", null, "primary")
+staffCancel = Button("Cancel", null, "tertiary")
+archiveDialog = AlertDialogBlock("Archive Project", "Archive a Finished Project", "This will move the project to the archive and remove it from active portfolio views. This action can be reversed by a PMO admin.", "Archive", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r1.txt
new file mode 100644
index 000000000..ae8ecc1ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r1.txt
@@ -0,0 +1,38 @@
+
+
+root = Card([header, alertBanner, alertsHeading, alertsFeed, focusHeading, focusForm, loadHeading, loadText, loadProgress, priceHeading, priceText, genHeading, genChart, plantsHeading, plantsTable, outagesHeading, outagesTable, forecastHeading, forecastChart, maintenanceHeading, maintenanceTable, curtailHeading, curtailForm, emissionsHeading, emissionsSummary, emissionsChart, followUp])
+header = CardHeader("Grid Operations Console", "Real-time load, generation, outages, forecasting, and control")
+alertBanner = Alert("Live critical alert", "Northgate transformer overload at 92% rating. Curtailment recommended for North region.", "destructive")
+alertsHeading = Heading("Live alerts", "h2")
+alertsFeed = ListBlock([alertItem1, alertItem2, alertItem3, alertItem4], "number")
+alertItem1 = ListItem("12:04 - Transformer overload", "Northgate, severity critical, loading 92%")
+alertItem2 = ListItem("11:58 - Frequency deviation", "System frequency 49.94 Hz, warning, reserve dispatch requested")
+alertItem3 = ListItem("11:47 - Solar ramp-down expected", "West region, cloud front arriving in 30 minutes")
+alertItem4 = ListItem("11:31 - Crew dispatched", "Outage O-2381, Northgate 132kV line fault")
+focusHeading = Heading("Region focus", "h2")
+focusForm = Form("region-focus", focusButtons, [focusRegionField])
+focusButtons = Buttons([focusApply, focusReset])
+focusApply = Button("Apply region focus", null, "primary")
+focusReset = Button("Reset to all regions", null, "secondary")
+focusRegionField = FormControl("Operational region", focusRegionSelect, "Filters load, outages, plants, and alerts")
+focusRegionSelect = Select("focus_region", regionOptions, "All regions", [], "all")
+regionOptions = [regionAll, regionNorth, regionEast, regionSouth, regionWest, regionCentral]
+regionAll = SelectItem("all", "All regions")
+regionNorth = SelectItem("north", "North")
+regionEast = SelectItem("east", "East")
+regionSouth = SelectItem("south", "South")
+regionWest = SelectItem("west", "West")
+regionCentral = SelectItem("central", "Central")
+loadHeading = Heading("Current load and capacity", "h2")
+loadText = TextContent("Current electricity load: **6,240 MW** at 12:05 UTC.", "large-heavy")
+loadProgress = Progress(78, "Capacity utilization: 6,240 MW of 8,000 MW (78%). Reserve margin: 1,760 MW.")
+priceHeading = Heading("Market price", "h2")
+priceText = TextContent("Current price: **$86.40/MWh**. 5-minute average: $84.10/MWh. Peak forecast: $112.75/MWh.", "large-heavy")
+genHeading = Heading("Generation split by source", "h2")
+genChart = PieChart(genLabels, genValues, "donut", "circular")
+genLabels = ["Gas", "Wind", "Solar", "Hydro", "Nuclear", "Battery"]
+genValues = [2180, 1520, 940, 680, 620, 300]
+plantsHeading = Heading("Plant fleet", "h2")
+plantsTable = Table([plantNameCol, plantRegionCol, plantSourceCol, plantOutputCol, plantCapacityCol, plantStatusCol])
+plantNameCol = Col("Plant", ["Ravenswood CC", "Ironbridge", "Southbrook", "Marlow Peaker", "Saltmarsh Wind", "Highdown Wind", "Kestrel Wind", "North Cape Wind", "Helios Solar", "Mesa Verde Solar", "Blue River Hydro", "Falls Creek Hydro", "Northgate Nuclear", "Cypress Battery"])
+plantRegionCol = Col("Region", ["North", "South", "East", "West", "North", "West", "South",
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r2.txt
new file mode 100644
index 000000000..0322ad55f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r2.txt
@@ -0,0 +1,60 @@
+root = Card([header, liveAlerts, metricsTable, capacityBar, genForecastTabs, plantsTable, outagesTable, maintenanceList, controlsSection])
+header = CardHeader("⚡ Grid Control Console", "National Power Network — Live Operations Dashboard")
+liveAlerts = Card([alert1, alert2, alert3], "clear", "column", "s")
+alert1 = Alert("Frequency Deviation", "System frequency dropped to 49.82 Hz — below nominal 50 Hz threshold", "warning")
+alert2 = Alert("Transformer Overload", "Substation TX-4412 at 94% thermal rating in Midlands region", "destructive")
+alert3 = Alert("Wind Ramp Event", "Wind generation expected to drop 800 MW within 2 hours", "info")
+metricsTable = Table([metricName, metricValue, metricStatus])
+metricName = Col("Metric", ["Current Load", "Peak Today", "Price / MWh", "CO₂ Emissions Today"])
+metricValue = Col("Value", ["42,380 MW", "44,120 MW", "£87.40", "18,240 tonnes"])
+metricStatus = Col("Status", ["Normal", "Reached 14:30", "+12% vs baseline", "−8% vs yesterday"])
+capacityBar = Progress(89.2, "Network Capacity Utilisation — 42,380 / 47,500 MW")
+genForecastTabs = Tabs([genTab, forecastTab])
+genTab = TabItem("generation", "Generation Split", [genChart])
+genChart = PieChart(["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Biomass", "Imports"], [14200, 11800, 6900, 4100, 1800, 2100, 1480], "donut")
+forecastTab = TabItem("forecast", "24h Demand Forecast", [forecastChart])
+forecastChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [demandSeries, capacitySeries], "natural", "Time", "MW")
+demandSeries = Series("Forecast Demand", [31200, 28400, 27100, 29800, 36500, 41200, 43800, 44100, 42600, 45200, 43900, 37800])
+capacitySeries = Series("Available Capacity", [47500, 47500, 47500, 47500, 47500, 47500, 47500, 47500, 47500, 47500, 47500, 47500])
+plantsTable = Table([plantName, plantOutput, plantCapacity, plantStatus])
+plantName = Col("Plant", ["Drax Unit 1", "Drax Unit 2", "Sizewell B", "Hornsea One", "Dogger Bank A", "Ratcliffe-on-Soar", "Pembroke CCGT", "Dinorwig Pumped", "Beatrice Offshore", "Hinkley Point B"])
+plantOutput = Col("Output (MW)", [640, 620, 1630, 1218, 890, 510, 780, 340, 588, 960])
+plantCapacity = Col("Capacity (MW)", [660, 660, 1670, 1218, 1200, 1000, 1200, 1800, 588, 1000])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Derated", "Online", "Online", "Standby", "Online", "Online"])
+outagesTable = Table([outageId, outageRegion, outageType, outageAffected, outageETA])
+outageId = Col("ID", ["OUT-4471", "OUT-4468", "OUT-4455"])
+outageRegion = Col("Region", ["South East", "Midlands", "North West"])
+outageType = Col("Type", ["Transmission Fault", "Substation Failure", "Planned Isolation"])
+outageAffected = Col("Customers Affected", ["12,400", "8,750", "3,200"])
+outageETA = Col("Est. Restoration", ["16:45", "19:30", "Tomorrow 06:00"])
+maintenanceList = ListBlock([maint1, maint2, maint3, maint4], "number")
+maint1 = ListItem("Sizewell B — Steam Valve Inspection", "12–14 Jun • Nuclear • 200 MW derate expected")
+maint2 = ListItem("Hornsea One — Blade Inspection Campaign", "18–22 Jun • Offshore Wind • 300 MW curtailment window")
+maint3 = ListItem("Ratcliffe-on-Soar — Boiler Tube Replacement", "20–28 Jun • Coal-to-Gas • Full unit outage")
+maint4 = ListItem("National Grid — 400kV Line Reconductor", "25–30 Jun • Transmission • Midlands corridor")
+controlsSection = Card([controlsHeader, regionSelect, curtailmentDialog], "sunk", "column", "m")
+controlsHeader = Heading("Operator Controls", "h3")
+regionSelect = Select("region_focus", [regionAll, regionSE, regionMidlands, regionNW, regionNE, regionScotland, regionWales], "Select region to focus")
+regionAll = SelectItem("all", "All Regions")
+regionSE = SelectItem("south-east", "South East")
+regionMidlands = SelectItem("midlands", "Midlands")
+regionNW = SelectItem("north-west", "North West")
+regionNE = SelectItem("north-east", "North East")
+regionScotland = SelectItem("scotland", "Scotland")
+regionWales = SelectItem("wales", "Wales")
+curtailmentDialog = DialogBlock("Order Curtailment", "Issue Curtailment Order", "Dispatch a curtailment instruction to selected generation assets.", [curtailForm], "destructive")
+curtailForm = Form("curtailment-order", curtailButtons, [curtailPlant, curtailAmount, curtailReason, curtailPriority])
+curtailPlant = FormControl("Target Plant", curtailPlantInput, "Asset ID or name")
+curtailPlantInput = Input("plant_id", "e.g. Hornsea One")
+curtailAmount = FormControl("Curtailment Amount (MW)", curtailAmountInput)
+curtailAmountInput = Input("amount_mw", "e.g. 200", "number")
+curtailReason = FormControl("Reason", curtailReasonArea)
+curtailReasonArea = TextArea("reason", "Thermal constraint, frequency response, etc.", 3)
+curtailPriority = FormControl("Priority", curtailPriorityRadio)
+curtailPriorityRadio = RadioGroup("priority", [prioHigh, prioMedium, prioLow], "high")
+prioHigh = RadioItem("High", "Immediate dispatch required", "high")
+prioMedium = RadioItem("Medium", "Within 30 minutes", "medium")
+prioLow = RadioItem("Low", "Within 2 hours", "low")
+curtailButtons = Buttons([curtailSubmit, curtailCancel])
+curtailSubmit = Button("Issue Order", null, "primary", "destructive")
+curtailCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r3.txt
new file mode 100644
index 000000000..e22470f12
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r3.txt
@@ -0,0 +1,91 @@
+
+
+root = Card([header, metricsRow, capacitySection, regionSelector, mainTabs, curtailmentAction, followUps])
+header = CardHeader("Grid Operations Console", "National Power Network — Live Dashboard")
+metricsRow = Card([loadMetric, priceMetric, emissionsMetric], "clear", "row", "m")
+loadMetric = Card([loadLabel, loadValue], "sunk")
+loadLabel = TextContent("Current Load", "small")
+loadValue = TextContent("11,342 MW", "large-heavy")
+priceMetric = Card([priceLabel, priceValue], "sunk")
+priceLabel = TextContent("Spot Price", "small")
+priceValue = TextContent("$47.82 / MWh", "large-heavy")
+emissionsMetric = Card([emissionsLabel, emissionsValue], "sunk")
+emissionsLabel = TextContent("Emissions Today", "small")
+emissionsValue = TextContent("28,412 tCO₂e", "large-heavy")
+capacitySection = Card([capacityHeader, capacityBar], "card")
+capacityHeader = TextContent("Network Capacity Utilisation", "small-heavy")
+capacityBar = Progress(75.6, "11,342 MW of 15,000 MW capacity")
+regionSelector = Card([regionLabel, regionSelect], "clear", "row", "m", "center")
+regionLabel = TextContent("Focus Region:", "default")
+regionSelect = Select("region", [regionAll, regionNorth, regionSouth, regionEast, regionWest, regionCentral], "All Regions")
+regionAll = SelectItem("all", "All Regions")
+regionNorth = SelectItem("north", "North")
+regionSouth = SelectItem("south", "South")
+regionEast = SelectItem("east", "East")
+regionWest = SelectItem("west", "West")
+regionCentral = SelectItem("central", "Central")
+mainTabs = Tabs([tabGeneration, tabPlants, tabOutages, tabForecast, tabMaintenance, tabAlerts])
+tabGeneration = TabItem("generation", "Generation Mix", [genChart, genTable])
+genChart = PieChart(["Natural Gas", "Wind", "Solar", "Nuclear", "Hydro", "Coal"], [4200, 2800, 1900, 1200, 800, 400], "donut")
+genTable = Table([genSource, genOutput, genShare])
+genSource = Col("Source", ["Natural Gas", "Wind", "Solar", "Nuclear", "Hydro", "Coal"])
+genOutput = Col("Output (MW)", [4200, 2800, 1900, 1200, 800, 400])
+genShare = Col("Share (%)", [37.0, 24.7, 16.7, 10.6, 7.1, 3.5])
+tabPlants = TabItem("plants", "Plant Status", [plantTable])
+plantTable = Table([plantName, plantRegion, plantOutput, plantCapacity, plantStatus])
+plantName = Col("Plant", ["Drax Unit 4", "Hornsea Wind", "Sizewell B", "Ratcliffe Gas", "Dinorwig Hydro", "West Burton Coal", "Dogger Bank Wind", "Hinkley Point C"])
+plantRegion = Col("Region", ["North", "East", "East", "Central", "West", "Central", "North", "South"])
+plantOutput = Col("Output (MW)", [645, 1210, 1190, 890, 420, 380, 1590, 1120])
+plantCapacity = Col("Capacity (MW)", [660, 1386, 1200, 950, 500, 500, 1800, 1630])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Derated", "Online", "Online"])
+tabOutages = TabItem("outages", "Outages", [outageAlert, outageTable])
+outageAlert = Alert("3 Active Outages", "Total affected load: 245 MW across 2 regions", "warning")
+outageTable = Table([outageId, outageRegion, outageCause, outageLoad, outageEta])
+outageId = Col("ID", ["OUT-4471", "OUT-4468", "OUT-4455"])
+outageRegion = Col("Region", ["South", "South", "North"])
+outageCause = Col("Cause", ["Transformer failure", "Line fault — storm damage", "Substation protection trip"])
+outageLoad = Col("Affected Load (MW)", [120, 85, 40])
+outageEta = Col("Est. Restoration", ["14:30", "18:00", "11:45"])
+tabForecast = TabItem("forecast", "24h Forecast", [forecastChart, forecastNote])
+forecastChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [demandSeries, windForecast], "natural", "Time", "MW")
+demandSeries = Series("Demand", [8200, 7600, 7400, 8100, 9800, 10900, 11400, 11200, 11600, 12800, 12100, 9800])
+windForecast = Series("Wind Gen", [3100, 3400, 3600, 3200, 2800, 2400, 2100, 2300, 2600, 2900, 3200, 3500])
+forecastNote = TextCallout("info", "Peak expected at 18:00", "Demand forecast to reach 12,800 MW. Ensure 1,400 MW spinning reserve is available.")
+tabMaintenance = TabItem("maintenance", "Maintenance", [maintList])
+maintList = ListBlock([maint1, maint2, maint3, maint4, maint5], "number")
+maint1 = ListItem("Sizewell B — Steam turbine inspection", "12–15 Jun · East · 1,200 MW offline")
+maint2 = ListItem("Drax Unit 2 — Boiler tube replacement", "18–22 Jun · North · 660 MW offline")
+maint3 = ListItem("Ratcliffe Gas — Compressor overhaul", "20–21 Jun · Central · 475 MW derated")
+maint4 = ListItem("Dinorwig — Penstock valve service", "25 Jun · West · 250 MW offline")
+maint5 = ListItem("West Burton — Emissions scrubber upgrade", "27–30 Jun · Central · 500 MW offline")
+tabAlerts = TabItem("alerts", "Live Alerts", [alert1, alert2, alert3, alert4, alert5])
+alert1 = Alert("CRITICAL — Frequency deviation", "System frequency dropped to 49.82 Hz at 09:41. Automatic response triggered.", "destructive")
+alert2 = Alert("WARNING — Reserve margin low", "Spinning reserve below 1,000 MW threshold. Consider dispatching peaking units.", "warning")
+alert3 = Alert("WARNING — Wind ramp-down", "Wind output expected to drop 600 MW between 14:00–16:00 due to frontal passage.", "warning")
+alert4 = Alert("INFO — Interconnector import", "NSL interconnector importing 1,400 MW from Norway. Nominal.", "info")
+alert5 = Alert("INFO — Demand response active", "DSR event triggered for 150 MW industrial load. Duration: 45 min.", "info")
+curtailmentAction = DialogBlock("Order Curtailment", "Dispatch Curtailment Order", "Issue a curtailment instruction to reduce generation or demand.", [curtailForm])
+curtailForm = Form("curtailment", curtailButtons, [curtailTarget, curtailAmount, curtailDuration, curtailReason])
+curtailTarget = FormControl("Target", curtailTargetSelect)
+curtailTargetSelect = Select("target", [ctWind, ctSolar, ctGas, ctIndustrial], "Select asset or segment")
+ctWind = SelectItem("wind", "Wind Generation")
+ctSolar = SelectItem("solar", "Solar Generation")
+ctGas = SelectItem("gas", "Gas Peaking Units")
+ctIndustrial = SelectItem("industrial", "Industrial DSR")
+curtailAmount = FormControl("Curtailment Amount (MW)", curtailSlider)
+curtailSlider = Slider("amount_mw", "discrete", 50, 2000, 50, [500], "MW to curtail")
+curtailDuration = FormControl("Duration", curtailDurationSelect)
+curtailDurationSelect = Select("duration", [dur15, dur30, dur60, dur120], "Select duration")
+dur15 = SelectItem("15", "15 minutes")
+dur30 = SelectItem("30", "30 minutes")
+dur60 = SelectItem("60", "1 hour")
+dur120 = SelectItem("120", "2 hours")
+curtailReason = FormControl("Reason", curtailReasonInput, "Brief justification for the order")
+curtailReasonInput = TextArea("reason", "e.g. Frequency management, congestion relief…", 3)
+curtailButtons = Buttons([curtailSubmit, curtailCancel])
+curtailSubmit = Button("Issue Order", null, "primary", "destructive")
+curtailCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed frequency trace for the last hour")
+fu2 = FollowUpItem("Compare today's generation mix with yesterday")
+fu3 = FollowUpItem("List all plants available for dispatch within 10 minutes")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r4.txt
new file mode 100644
index 000000000..8d95d848e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-power__r4.txt
@@ -0,0 +1,102 @@
+
+
+root = Card([header, alertSection, kpiRow, capacitySection, genSection, forecastSection, plantSection, outageSection, maintenanceSection, regionSection, curtailmentSection, emissionsSection, followUp])
+header = CardHeader("Grid Operations Console", "National Transmission Network — Live View")
+alertSection = Card([alert1, alert2], "clear", "column", "s")
+alert1 = Alert("Frequency Deviation", "System frequency dropped to 49.87 Hz — automatic response triggered at 14:32 UTC", "warning")
+alert2 = Alert("Line Overload — Sector 7", "Circuit L-7041 at 94% thermal rating. Load shedding may be required within 45 min.", "destructive")
+kpiRow = Card([loadMetric, priceMetric, emissionsMetric, freqMetric], "sunk", "row", "l")
+loadMetric = TextContent("**Current Load:** 42,318 MW", "large-heavy")
+priceMetric = TextContent("**Spot Price:** $87.42 / MWh", "large-heavy")
+emissionsMetric = TextContent("**CO₂ Today:** 18,240 t", "large-heavy")
+freqMetric = TextContent("**Frequency:** 49.87 Hz", "large-heavy")
+capacitySection = Card([capHeader, capBar], "card", "column", "s")
+capHeader = CardHeader("Network Capacity Utilisation", "Total installed capacity: 52,000 MW")
+capBar = Progress(81.4, "42,318 MW of 52,000 MW — 81.4% utilised")
+genSection = Card([genHeader, genChart], "card", "column", "s")
+genHeader = CardHeader("Generation Mix", "Real-time output by source")
+genChart = PieChart(["Natural Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Battery"], [14200, 9800, 7400, 5100, 3200, 1800, 818], "donut")
+forecastSection = Card([forecastHeader, forecastChart], "card", "column", "s")
+forecastHeader = CardHeader("24-Hour Demand Forecast", "Projected system demand in MW")
+forecastChart = AreaChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00"], [demandSeries, peakSeries], "natural", "Time (UTC)", "MW")
+demandSeries = Series("Forecast Demand", [31200, 29800, 28400, 30100, 36500, 41200, 43800, 44100, 43600, 46200, 44800, 38900])
+peakSeries = Series("Peak Envelope", [33000, 31500, 30000, 32000, 38500, 43500, 46000, 46500, 46000, 48500, 47000, 41000])
+plantSection = Card([plantHeader, plantTable], "card", "column", "s")
+plantHeader = CardHeader("Generation Plant Status", "All dispatchable units")
+plantTable = Table([plantName, plantOutput, plantCap, plantStatus, plantRegion])
+plantName = Col("Plant", ["Drax Unit 4", "Hornsea Wind", "Hinkley Point C", "Ratcliffe Gas", "Dinorwig Hydro", "Cottam Solar", "Gatehouse Battery"])
+plantOutput = Col("Output (MW)", [1580, 3200, 1630, 2100, 920, 480, 818])
+plantCap = Col("Capacity (MW)", [1650, 3600, 1630, 2400, 1800, 600, 1000])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Derated", "Discharging"])
+plantRegion = Col("Region", ["Yorkshire", "North Sea", "Somerset", "East Midlands", "North Wales", "East Midlands", "West Midlands"])
+outageSection = Card([outageHeader, outageTable], "card", "column", "s")
+outageHeader = CardHeader("Active Outages", "Unplanned network interruptions")
+outageTable = Table([outageRegion, outageType, outageStart, outageRestore, outageCustomers])
+outageRegion = Col("Region", ["South East", "North West", "Central London"])
+outageType = Col("Cause", ["Transformer failure", "Storm damage — OHL", "Cable fault"])
+outageStart = Col("Started", ["11:42 UTC", "09:15 UTC", "13:58 UTC"])
+outageRestore = Col("Est. Restore", ["18:00 UTC", "Tomorrow 06:00", "16:30 UTC"])
+outageCustomers = Col("Customers Affected", [12400, 3400, 8700])
+maintenanceSection = Card([maintHeader, maintList], "card", "column", "s")
+maintHeader = CardHeader("Planned Maintenance — June 2025", "Scheduled works this month")
+maintList = ListBlock([maint1, maint2, maint3, maint4], "number")
+maint1 = ListItem("Substation 42B — Busbar replacement", "Yorkshire region | 18–22 June | Capacity reduction 200 MW")
+maint2 = ListItem("Circuit L-3012 — Conductor re-tension", "South West | 24–25 June | Line outage 8 hrs")
+maint3 = ListItem("Drax Unit 2 — Boiler tube inspection", "Yorkshire | 12–19 June | Unit offline 1,650 MW")
+maint4 = ListItem("HVDC Link — Converter valve service", "Scotland–England | 28 June | Transfer cap reduced 500 MW")
+regionSection = Card([regionHeader, regionForm], "card", "column", "s")
+regionHeader = CardHeader("Regional Focus", "Select a region to drill into local telemetry")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Loads regional SCADA data and local constraints")
+regionSelect = Select("region", [regionSE, regionNW, regionNE, regionSW, regionMids, regionWales, regionScot, regionLondon], "Choose a region…")
+regionSE = SelectItem("south-east", "South East")
+regionNW = SelectItem("north-west", "North West")
+regionNE = SelectItem("north-east", "North East")
+regionSW = SelectItem("south-west", "South West")
+regionMids = SelectItem("midlands", "Midlands")
+regionWales = SelectItem("wales", "Wales")
+regionScot = SelectItem("scotland", "Scotland")
+regionLondon = SelectItem("london", "Central London")
+regionButtons = Buttons([regionGoBtn])
+regionGoBtn = Button("Load Region Data", null, "primary")
+curtailmentSection = Card([curtailHeader, curtailDialog], "card", "column", "s")
+curtailHeader = CardHeader("Curtailment Orders", "Issue dispatch curtailment to generators or demand-side assets")
+curtailDialog = DialogBlock("Issue Curtailment Order", "Confirm Curtailment", "This action will dispatch a curtailment signal to the selected asset. Ensure system security criteria are met.", [curtailForm])
+curtailForm = Form("curtailment-order", curtailButtons, [curtailAsset, curtailAmount, curtailReason, curtailDuration])
+curtailAsset = FormControl("Target Asset", curtailAssetSelect)
+curtailAssetSelect = Select("asset", [assetWind1, assetWind2, assetSolar, assetBattery, assetDSR], "Select asset…")
+assetWind1 = SelectItem("hornsea", "Hornsea Wind Farm — 3,200 MW")
+assetWind2 = SelectItem("dogger", "Dogger Bank Wind — 2,400 MW")
+assetSolar = SelectItem("cottam", "Cottam Solar Park — 480 MW")
+assetBattery = SelectItem("gatehouse", "Gatehouse BESS — 818 MW")
+assetDSR = SelectItem("dsr-pool", "DSR Aggregate Pool — 620 MW")
+curtailAmount = FormControl("Curtailment Volume (MW)", curtailSlider, "Set the MW reduction required")
+curtailSlider = Slider("volume_mw", "continuous", 0, 3200, 10, [500], "MW to curtail")
+curtailReason = FormControl("Reason", curtailReasonSelect)
+curtailReasonSelect = Select("reason", [reasonCongestion, reasonFreq, reasonVoltage, reasonEconomic], "Select reason…")
+reasonCongestion = SelectItem("congestion", "Network congestion")
+reasonFreq = SelectItem("frequency", "Frequency management")
+reasonVoltage = SelectItem("voltage", "Voltage control")
+reasonEconomic = SelectItem("economic", "Economic dispatch")
+curtailDuration = FormControl("Duration", curtailDurationSelect)
+curtailDurationSelect = Select("duration", [dur30, dur60, dur120, dur240], "Select duration…")
+dur30 = SelectItem("30", "30 minutes")
+dur60 = SelectItem("60", "1 hour")
+dur120 = SelectItem("120", "2 hours")
+dur240 = SelectItem("240", "4 hours")
+curtailButtons = Buttons([curtailConfirm, curtailCancel])
+curtailConfirm = Button("Dispatch Order", null, "primary", "destructive")
+curtailCancel = Button("Cancel", null, "tertiary")
+emissionsSection = Card([emissionsHeader, emissionsChart, emissionsNote], "card", "column", "s")
+emissionsHeader = CardHeader("Emissions Today", "Cumulative CO₂ output by generation source")
+emissionsChart = HorizontalBarChart(["Natural Gas", "Coal", "Biomass", "Other"], [emissionsGas, emissionsCoal, emissionsBio, emissionsOther], "grouped", "tonnes CO₂", "Source")
+emissionsGas = Series("CO₂ (tonnes)", [11200, 4800, 1900, 340])
+emissionsCoal = Series("Intensity (t/MWh)", [0, 0, 0, 0])
+emissionsBio = Series("Target Budget", [12000, 5000, 2000, 400])
+emissionsOther = Series("Yesterday Same Time", [10800, 5200, 1700, 280])
+emissionsNote = TextContent("**Total today:** 18,240 t CO₂ | **Carbon intensity:** 142 g/kWh | **Budget remaining:** 6,760 t", "small")
+followUp = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show constraint map for the next 2 hours")
+fu2 = FollowUpItem("Compare today's generation mix with yesterday")
+fu3 = FollowUpItem("What is the loss of load probability right now?")
+fu4 = FollowUpItem("Summarise all active balancing actions")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..d9f7fab3a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r1.txt
@@ -0,0 +1,77 @@
+
+
+root = Card([header, storeSwitcher, kpiRow, sections, reorderDialog, followUps])
+header = CardHeader("Store #247 — Daily Console", "Tuesday, June 10, 2025")
+storeSwitcher = DialogBlock("Switch Store", "Select a Store", "Choose which location to view", [storeForm], "outline")
+storeForm = Form("store-select", storeFormBtns, [storeField])
+storeField = FormControl("Store", storeSelect)
+storeSelect = Select("store", [store1, store2, store3, store4], "Current: #247 Downtown")
+store1 = SelectItem("247", "#247 — Downtown")
+store2 = SelectItem("312", "#312 — Riverside")
+store3 = SelectItem("189", "#189 — Mall Plaza")
+store4 = SelectItem("405", "#405 — Airport")
+storeFormBtns = Buttons([storeGoBtn])
+storeGoBtn = Button("View Store", null, "primary")
+kpiRow = Card([salesProgress, basketText, returnsText], "sunk", "row", "l")
+salesProgress = Progress(79, "Sales Today: $14,280 / $18,000 target")
+basketText = TextContent("**Avg Basket Size:** $42.60", "large")
+returnsText = TextContent("**Returns This Week:** 38 items · $1,870", "large")
+sections = SectionBlock([trafficSec, bestSec, oosSec, promoSec, weekSec, staffSec, regSec], true)
+trafficSec = SectionItem("traffic", "Foot Traffic Today", [trafficChart])
+trafficChart = AreaChart(trafficLabels, [trafficSeries], "natural", "Hour", "Visitors")
+trafficLabels = ["8a", "9a", "10a", "11a", "12p", "1p", "2p", "3p", "4p", "5p", "6p", "7p", "8p"]
+trafficSeries = Series("Visitors", [45, 82, 120, 155, 210, 195, 140, 130, 160, 185, 170, 110, 60])
+bestSec = SectionItem("best", "Best Sellers Today", [bestTable])
+bestTable = Table([bestItem, bestUnits, bestRevenue])
+bestItem = Col("Product", ["Wireless Earbuds Pro", "Organic Granola 500g", "Stainless Water Bottle", "Vitamin C Serum", "Bluetooth Speaker Mini"])
+bestUnits = Col("Units Sold", [48, 42, 37, 33, 29])
+bestRevenue = Col("Revenue", ["$3,840", "$504", "$1,110", "$1,155", "$1,450"])
+oosSec = SectionItem("oos", "Out of Stock", [oosAlert, oosTable])
+oosAlert = Alert("4 items out of stock", "Restock needed to avoid lost sales", "warning")
+oosTable = Table([oosItem, oosCat, oosSince])
+oosItem = Col("Item", ["USB-C Cable 2m", "Almond Milk 1L", "Yoga Mat Premium", "AA Batteries 8-pack"])
+oosCat = Col("Category", ["Electronics", "Grocery", "Fitness", "Household"])
+oosSince = Col("Out Since", ["Jun 8", "Jun 9", "Jun 7", "Jun 10"])
+promoSec = SectionItem("promo", "Active Promotions", [promoTable])
+promoTable = Table([promoName, promoDisc, promoRedeem, promoRev])
+promoName = Col("Promotion", ["Summer Bundle 20% Off", "BOGO Snacks", "Loyalty Double Points", "Clearance 40% Off"])
+promoDisc = Col("Offer", ["20% off bundles", "Buy 1 Get 1 Free", "2× points", "40% off clearance"])
+promoRedeem = Col("Redemptions", [124, 89, 210, 56])
+promoRev = Col("Revenue Impact", ["+$2,480", "+$670", "+$1,120", "+$890"])
+weekSec = SectionItem("week", "This Week vs Last Week", [weekChart])
+weekChart = BarChart(weekLabels, [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Revenue ($)")
+weekLabels = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"]
+thisWeekSeries = Series("This Week", [12400, 14280, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last Week", [11800, 13500, 14200, 12900, 16800, 21400, 18200])
+staffSec = SectionItem("staff", "On Shift Today", [staffList])
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5], "number")
+staff1 = ListItem("Maria Gonzalez", "Shift Lead · 7:00 AM – 3:00 PM")
+staff2 = ListItem("James Chen", "Cashier · 7:00 AM – 3:00 PM")
+staff3 = ListItem("Aisha Patel", "Stock Associate · 9:00 AM – 5:00 PM")
+staff4 = ListItem("Tom Baker", "Cashier · 1:00 PM – 9:00 PM")
+staff5 = ListItem("Lena Kowalski", "Shift Lead · 3:00 PM – 11:00 PM")
+regSec = SectionItem("reg", "Register Status", [regTable])
+regTable = Table([regNum, regStatus, regCashier])
+regNum = Col("Register", ["Reg 1", "Reg 2", "Reg 3", "Reg 4", "Self-Checkout"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Open"])
+regCashier = Col("Cashier", ["James Chen", "Maria Gonzalez", "—", "Tom Baker", "—"])
+reorderDialog = DialogBlock("Reorder Item", "Place a Reorder", "Select an item and quantity to send to the distribution center", [reorderForm], "secondary")
+reorderForm = Form("reorder", reorderBtns, [reorderItemField, reorderQtyField, reorderNotesField])
+reorderItemField = FormControl("Item", reorderSelect)
+reorderSelect = Select("item", [ri1, ri2, ri3, ri4, ri5], "Choose item to reorder")
+ri1 = SelectItem("usb-c", "USB-C Cable 2m")
+ri2 = SelectItem("almond", "Almond Milk 1L")
+ri3 = SelectItem("yoga", "Yoga Mat Premium")
+ri4 = SelectItem("batt", "AA Batteries 8-pack")
+ri5 = SelectItem("other", "Other (specify in notes)")
+reorderQtyField = FormControl("Quantity", reorderInput, "Number of units to order")
+reorderInput = Input("qty", "50", "number")
+reorderNotesField = FormControl("Notes", reorderTextArea)
+reorderTextArea = TextArea("notes", "Urgent — high demand item", 3)
+reorderBtns = Buttons([reorderSubmit, reorderCancel])
+reorderSubmit = Button("Submit Reorder", null, "primary")
+reorderCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me yesterday's full report")
+fu2 = FollowUpItem("Which promotions should I extend?")
+fu3 = FollowUpItem("Alert me when stock is low")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..601950216
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r2.txt
@@ -0,0 +1,85 @@
+
+
+root = Card([header, storeSwitch, kpis, salesProgress, trafficHeading, trafficChart, bestSellersHeading, bestSellersChart, oosHeading, oosAlert, oosTable, staffHeading, staffList, promoHeading, promoTable, registerHeading, registerTable, weekHeading, weekChart, reorderDialog, followUps])
+header = CardHeader("Store #247 — Daily Console", "Tuesday, June 10, 2025 · Manager: Dana Kowalski")
+storeSwitch = DialogBlock("Switch Store", "Select a store to view", null, [storeForm], "outline")
+storeForm = Form("store-select", storeFormBtns, [storeField])
+storeField = FormControl("Store location", storeSelect)
+storeSelect = Select("store", [store247, store312, store105, store418], "Choose a store")
+store247 = SelectItem("247", "#247 — Downtown (current)")
+store312 = SelectItem("312", "#312 — Riverside Mall")
+store105 = SelectItem("105", "#105 — Airport Plaza")
+store418 = SelectItem("418", "#418 — Westfield Center")
+storeFormBtns = Buttons([storeGoBtn])
+storeGoBtn = Button("View Store", null, "primary")
+kpis = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Avg Basket Size", "Returns This Week", "Transactions Today"])
+kpiValue = Col("Value", ["$47.30", "23 items", "412"])
+kpiChange = Col("vs Yesterday", ["+$2.10", "-4 items", "+38"])
+salesProgress = Progress(72, "Sales Today: $18,420 of $25,500 target (72%)")
+trafficHeading = Heading("Foot Traffic Today", "h3")
+trafficChart = AreaChart(trafficLabels, [trafficSeries], "natural", "Hour", "Visitors")
+trafficLabels = ["8am", "9am", "10am", "11am", "12pm", "1pm", "2pm", "3pm", "4pm", "5pm", "6pm", "7pm"]
+trafficSeries = Series("Visitors", [22, 45, 68, 94, 130, 118, 85, 72, 88, 105, 96, 54])
+bestSellersHeading = Heading("Best Sellers Today", "h3")
+bestSellersChart = HorizontalBarChart(bsLabels, [bsSeries], "grouped", "Units Sold", "Product")
+bsLabels = ["Oat Milk 1L", "Sourdough Loaf", "Bananas (bunch)", "Cold Brew 12pk", "Avocado (each)"]
+bsSeries = Series("Units", [142, 118, 105, 97, 89])
+oosHeading = Heading("Out of Stock", "h3")
+oosAlert = Alert("5 items out of stock", "Restock needed before evening rush. Reorder below.", "warning")
+oosTable = Table([oosItem, oosSku, oosSince, oosDemand])
+oosItem = Col("Item", ["Organic Eggs (dozen)", "Almond Butter 16oz", "Sparkling Water Lime", "Paper Towels 6-roll", "Greek Yogurt Plain 32oz"])
+oosSku = Col("SKU", ["ORG-EGG-12", "ALM-BTR-16", "SPK-WTR-LM", "PPR-TWL-06", "GRK-YOG-32"])
+oosSince = Col("Out Since", ["6:00 AM", "Yesterday", "10:30 AM", "2 days", "8:15 AM"])
+oosDemand = Col("Est. Lost Sales", ["$340", "$185", "$120", "$95", "$210"])
+staffHeading = Heading("Staff On Shift", "h3")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5, staff6])
+staff1 = ListItem("Maria Chen", "Front End Lead · 7:00 AM – 3:30 PM")
+staff2 = ListItem("James Okafor", "Stockroom · 6:00 AM – 2:30 PM")
+staff3 = ListItem("Priya Sharma", "Deli Counter · 8:00 AM – 4:30 PM")
+staff4 = ListItem("Tom Reyes", "Cashier · 10:00 AM – 6:30 PM")
+staff5 = ListItem("Aisha Williams", "Cashier · 12:00 PM – 8:30 PM")
+staff6 = ListItem("Dana Kowalski", "Store Manager · 7:00 AM – 5:00 PM")
+promoHeading = Heading("Active Promotions", "h3")
+promoTable = Table([promoName, promoType, promoRedeemed, promoGoal, promoStatus])
+promoName = Col("Promotion", ["BOGO Cold Brew", "10% Off Bakery", "$5 Off $50+", "Loyalty Double Points"])
+promoType = Col("Type", ["Buy 1 Get 1", "Percentage", "Threshold", "Loyalty"])
+promoRedeemed = Col("Redeemed", [87, 134, 52, 203])
+promoGoal = Col("Daily Goal", [100, 150, 60, 250])
+promoStatus = Col("Pace", ["On track", "Slightly behind", "On track", "Behind"])
+registerHeading = Heading("Register Status", "h3")
+registerTable = Table([regId, regStatus, regOperator, regQueue])
+regId = Col("Register", ["R1", "R2", "R3", "R4", "Self-Checkout A", "Self-Checkout B"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Open", "Offline"])
+regOperator = Col("Operator", ["Tom Reyes", "Aisha Williams", "—", "Maria Chen", "—", "—"])
+regQueue = Col("Queue", [3, 5, 0, 2, 1, 0])
+weekHeading = Heading("This Week vs Last Week", "h3")
+weekChart = BarChart(weekLabels, [thisWeek, lastWeek], "grouped", "Day", "Revenue ($)")
+weekLabels = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"]
+thisWeek = Series("This Week", [21400, 18420, null, null, null, null, null])
+lastWeek = Series("Last Week", [19800, 17600, 22100, 20400, 24800, 31200, 28900])
+reorderDialog = DialogBlock("Reorder Item", "Submit a purchase order for out-of-stock items", null, [reorderForm], "secondary")
+reorderForm = Form("reorder", reorderBtns, [reorderItemField, reorderQtyField, reorderPriorityField, reorderNotesField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("item", [ri1, ri2, ri3, ri4, ri5], "Select an item")
+ri1 = SelectItem("ORG-EGG-12", "Organic Eggs (dozen)")
+ri2 = SelectItem("ALM-BTR-16", "Almond Butter 16oz")
+ri3 = SelectItem("SPK-WTR-LM", "Sparkling Water Lime")
+ri4 = SelectItem("PPR-TWL-06", "Paper Towels 6-roll")
+ri5 = SelectItem("GRK-YOG-32", "Greek Yogurt Plain 32oz")
+reorderQtyField = FormControl("Quantity (cases)", reorderQtyInput)
+reorderQtyInput = Input("qty", "e.g. 12", "number")
+reorderPriorityField = FormControl("Priority", reorderPriorityRadio)
+reorderPriorityRadio = RadioGroup("priority", [rpUrgent, rpStandard, rpLow])
+rpUrgent = RadioItem("Urgent", "Next available delivery", "urgent")
+rpStandard = RadioItem("Standard", "Within 2 business days", "standard")
+rpLow = RadioItem("Low", "Next scheduled order", "low")
+reorderNotesField = FormControl("Notes (optional)", reorderNotesArea)
+reorderNotesArea = TextArea("notes", "Any special instructions for the supplier…", 3)
+reorderBtns = Buttons([reorderSubmit, reorderCancel])
+reorderSubmit = Button("Submit Order", null, "primary")
+reorderCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show hourly sales breakdown")
+fu2 = FollowUpItem("Which promotions should I adjust?")
+fu3 = FollowUpItem("Summarize yesterday's performance")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..93fa3f7f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r3.txt
@@ -0,0 +1,94 @@
+
+
+root = Card([header, storeSwitcher, salesProgress, basketKPI, sep1, trafficHeading, trafficChart, sep2, weekHeading, weekChart, sep3, bestSellersHeading, bestSellersTable, sep4, oosHeading, oosCallout, oosTable, sep5, promoHeading, promoTable, sep6, registerHeading, registerTable, sep7, staffHeading, staffList, sep8, returnsHeading, returnsTable, sep9, reorderDialog, followUps])
+header = CardHeader("Store #214 — Daily Console", "Tuesday, June 17, 2025 · Manager: Sarah Chen")
+storeSwitcher = DialogBlock("Switch Store", "Select a Store", "View another location's console", [storeForm], "outline")
+storeForm = Form("store-select", storeFormBtns, [storeField])
+storeField = FormControl("Store location", storeSelect)
+storeSelect = Select("store", [st1, st2, st3, st4], "Choose a store")
+st1 = SelectItem("214", "Store #214 — Downtown")
+st2 = SelectItem("108", "Store #108 — Riverside Mall")
+st3 = SelectItem("342", "Store #342 — Oak Plaza")
+st4 = SelectItem("077", "Store #077 — Airport")
+storeFormBtns = Buttons([storeGoBtn])
+storeGoBtn = Button("Open Store", null, "primary")
+salesProgress = Progress(72, "Sales Today: $18,420 of $25,500 target (72%)")
+basketKPI = TextContent("**Avg Basket Size:** $47.30 (+$3.10 vs last week)", "default")
+sep1 = Separator("horizontal", true)
+trafficHeading = Heading("Foot Traffic Today", "h3")
+trafficChart = AreaChart(["8am", "9am", "10am", "11am", "12pm", "1pm", "2pm", "3pm", "4pm", "5pm", "6pm", "7pm"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [24, 58, 95, 132, 178, 210, 165, 142, 158, 190, 220, 145])
+sep2 = Separator("horizontal", true)
+weekHeading = Heading("This Week vs Last Week", "h3")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeek, lastWeek], "grouped", "Day", "Revenue ($)")
+thisWeek = Series("This Week", [22100, 18420, 0, 0, 0, 0, 0])
+lastWeek = Series("Last Week", [19800, 21300, 23400, 20100, 26700, 31200, 24500])
+sep3 = Separator("horizontal", true)
+bestSellersHeading = Heading("Best Sellers Today", "h3")
+bestSellersTable = Table([bsRank, bsProduct, bsUnits, bsRevenue])
+bsRank = Col("#", ["1", "2", "3", "4", "5"])
+bsProduct = Col("Product", ["Wireless Earbuds Pro", "USB-C Charging Cable", "Phone Case — Clear", "Screen Protector", "Bluetooth Speaker Mini"])
+bsUnits = Col("Units Sold", [84, 72, 65, 58, 43])
+bsRevenue = Col("Revenue", ["$6,720", "$1,080", "$1,625", "$870", "$2,580"])
+sep4 = Separator("horizontal", true)
+oosHeading = Heading("Out of Stock", "h3")
+oosCallout = Callout("warning", "5 items out of stock", "Reorder recommended for high-velocity SKUs below")
+oosTable = Table([oosSKU, oosName, oosLastSold, oosVelocity])
+oosSKU = Col("SKU", ["EL-4421", "AC-1187", "PH-0932", "EL-2210", "AC-0054"])
+oosName = Col("Product", ["Noise-Cancelling Headphones", "Lightning Cable 6ft", "Pixel 9 Case — Black", "Smart Watch Band — M", "Wall Charger 65W"])
+oosLastSold = Col("Last Sold", ["Jun 15", "Jun 16", "Jun 14", "Jun 16", "Jun 15"])
+oosVelocity = Col("Avg Daily Units", [12, 28, 18, 9, 22])
+sep5 = Separator("horizontal", true)
+promoHeading = Heading("Active Promotions", "h3")
+promoTable = Table([promoName, promoType, promoRedemptions, promoRevenue, promoStatus])
+promoName = Col("Promotion", ["Summer Bundle Deal", "Trade-In Tuesday", "Buy 2 Get 1 Free — Cables", "Student Discount 15%"])
+promoType = Col("Type", ["Bundle", "Trade-in", "BOGO", "Discount"])
+promoRedemptions = Col("Redemptions", [34, 12, 56, 21])
+promoRevenue = Col("Revenue Impact", ["$4,080", "$2,340", "$840", "$630"])
+promoStatus = Col("Status", ["On track", "Below target", "Exceeding", "On track"])
+sep6 = Separator("horizontal", true)
+registerHeading = Heading("Register Status", "h3")
+registerTable = Table([regID, regStatus, regCashier, regTransactions])
+regID = Col("Register", ["REG 1", "REG 2", "REG 3", "REG 4", "REG 5"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Closed"])
+regCashier = Col("Cashier", ["Maria G.", "James T.", "—", "Aisha K.", "—"])
+regTransactions = Col("Transactions", [87, 64, 0, 72, 0])
+sep7 = Separator("horizontal", true)
+staffHeading = Heading("Staff on Shift Today", "h3")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5, staff6])
+staff1 = ListItem("Sarah Chen", "Store Manager · 8:00 AM – 5:00 PM")
+staff2 = ListItem("Maria Gonzalez", "Cashier · 8:00 AM – 4:00 PM")
+staff3 = ListItem("James Thompson", "Cashier · 10:00 AM – 6:00 PM")
+staff4 = ListItem("Aisha Khan", "Sales Associate · 9:00 AM – 5:00 PM")
+staff5 = ListItem("Derek Liu", "Stock / Inventory · 7:00 AM – 3:00 PM")
+staff6 = ListItem("Emma Wilson", "Sales Associate · 12:00 PM – 8:00 PM")
+sep8 = Separator("horizontal", true)
+returnsHeading = Heading("Returns This Week", "h3")
+returnsTable = Table([retDay, retCount, retValue, retTopReason])
+retDay = Col("Day", ["Mon", "Tue (today)"])
+retCount = Col("Returns", [14, 6])
+retValue = Col("Value", ["$620", "$285"])
+retTopReason = Col("Top Reason", ["Defective (5)", "Wrong item (3)"])
+sep9 = Separator("horizontal", true)
+reorderDialog = DialogBlock("Reorder Item", "Place a Reorder", "Select an item and quantity to submit a purchase order", [reorderForm], "secondary")
+reorderForm = Form("reorder", reorderBtns, [reorderItemField, reorderQtyField, reorderPriorityField])
+reorderItemField = FormControl("Product", reorderSelect, "Choose from out-of-stock or low-stock items")
+reorderSelect = Select("item", [ri1, ri2, ri3, ri4, ri5], "Select item to reorder")
+ri1 = SelectItem("EL-4421", "Noise-Cancelling Headphones")
+ri2 = SelectItem("AC-1187", "Lightning Cable 6ft")
+ri3 = SelectItem("PH-0932", "Pixel 9 Case — Black")
+ri4 = SelectItem("EL-2210", "Smart Watch Band — M")
+ri5 = SelectItem("AC-0054", "Wall Charger 65W")
+reorderQtyField = FormControl("Quantity", reorderQtyInput, "Units to order")
+reorderQtyInput = Input("qty", "50", "number")
+reorderPriorityField = FormControl("Priority", reorderRadio)
+reorderRadio = RadioGroup("priority", [rpStandard, rpExpress])
+rpStandard = RadioItem("Standard", "3–5 business days", "standard")
+rpExpress = RadioItem("Express", "Next-day delivery (+$45)", "express")
+reorderBtns = Buttons([reorderSubmitBtn, reorderCancelBtn])
+reorderSubmitBtn = Button("Submit Order", null, "primary")
+reorderCancelBtn = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me hourly sales breakdown")
+fu2 = FollowUpItem("Which promotions should I adjust?")
+fu3 = FollowUpItem("Generate end-of-day report")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..82e9cb809
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-retail__r4.txt
@@ -0,0 +1,96 @@
+
+
+root = Card([header, kpiRow, trafficSection, bestSellersSection, outOfStockSection, staffSection, returnsSection, promoSection, registerSection, weekComparisonSection, actionsRow])
+header = CardHeader("Store #214 — Daily Console", "Tuesday, June 17, 2025 · Manager: Dana Kowalski")
+kpiRow = Card([salesProgress, basketCard], "clear", "row", "l")
+salesProgress = Card([salesLabel, salesBar, salesNote], "sunk", "column", "s")
+salesLabel = TextContent("**Sales Today vs Target**", "small-heavy")
+salesBar = Progress(68, "$14,280 of $21,000 target")
+salesNote = TextContent("68% of daily target reached by 2:15 PM. On pace to hit 96% by close.", "small")
+basketCard = Card([basketLabel, basketValue, basketTrend], "sunk", "column", "s")
+basketLabel = TextContent("**Average Basket Size**", "small-heavy")
+basketValue = TextContent("$38.42", "large-heavy")
+basketTrend = TextContent("↑ $2.10 vs yesterday · 142 transactions so far", "small")
+trafficSection = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = TextContent("**Foot Traffic Today**", "small-heavy")
+trafficChart = AreaChart(["8AM", "9AM", "10AM", "11AM", "12PM", "1PM", "2PM", "3PM", "4PM", "5PM", "6PM", "7PM", "8PM"], [trafficSeries], "natural", "Hour", "Visitors")
+trafficSeries = Series("Visitors", [12, 34, 58, 72, 95, 110, 88, 64, 71, 83, 96, 54, 22])
+bestSellersSection = Card([bestHeader, bestTable], "card", "column", "m")
+bestHeader = TextContent("**Best Sellers Today**", "small-heavy")
+bestTable = Table([bestRank, bestItem, bestUnits, bestRevenue])
+bestRank = Col("#", [1, 2, 3, 4, 5])
+bestItem = Col("Product", ["Organic Bananas", "Whole Milk 1L", "Sourdough Bread", "Free-Range Eggs (12)", "Cold Brew Coffee"])
+bestUnits = Col("Units", [214, 187, 163, 149, 132])
+bestRevenue = Col("Revenue", ["$149.80", "$561.00", "$651.00", "$745.00", "$660.00"])
+outOfStockSection = Card([oosHeader, oosTable], "card", "column", "m")
+oosHeader = TextContent("**Items Out of Stock**", "small-heavy")
+oosTable = Table([oosItem, oosSku, oosSince, oosImpact])
+oosItem = Col("Product", ["Avocado (Hass)", "Oat Milk Barista", "Chicken Thighs 1kg", "Gluten-Free Pasta"])
+oosSku = Col("SKU", ["PRD-4421", "BEV-1187", "MEA-0932", "PAN-2205"])
+oosSince = Col("Out Since", ["6:00 AM", "9:30 AM", "11:15 AM", "Yesterday"])
+oosImpact = Col("Est. Lost Sales", ["$340", "$210", "$480", "$95"])
+staffSection = Card([staffHeader, staffTable], "card", "column", "m")
+staffHeader = TextContent("**On Shift Today**", "small-heavy")
+staffTable = Table([staffName, staffRole, staffShift, staffStatus])
+staffName = Col("Name", ["Dana Kowalski", "Marcus Lee", "Priya Sharma", "Tom Nguyen", "Aisha Bello", "Jake Morrison"])
+staffRole = Col("Role", ["Manager", "Cashier", "Cashier", "Stock", "Deli Counter", "Bakery"])
+staffShift = Col("Shift", ["7:00–15:30", "8:00–16:00", "12:00–20:00", "6:00–14:00", "9:00–17:00", "5:30–13:30"])
+staffStatus = Col("Status", ["On floor", "On floor", "On break", "On floor", "On floor", "Clocked out"])
+returnsSection = Card([returnsHeader, returnsTable], "card", "column", "m")
+returnsHeader = TextContent("**Returns This Week**", "small-heavy")
+returnsTable = Table([retDay, retCount, retValue, retTopReason])
+retDay = Col("Day", ["Mon", "Tue (today)", "Wed", "Thu", "Fri", "Sat", "Sun"])
+retCount = Col("Returns", [11, 7, "—", "—", "—", "—", "—"])
+retValue = Col("Value", ["$184.20", "$97.50", "—", "—", "—", "—", "—"])
+retTopReason = Col("Top Reason", ["Damaged packaging", "Wrong item", "—", "—", "—", "—", "—"])
+promoSection = Card([promoHeader, promoTable], "card", "column", "m")
+promoHeader = TextContent("**Active Promotions**", "small-heavy")
+promoTable = Table([promoName, promoType, promoRedemptions, promoRevenue, promoGoal])
+promoName = Col("Promotion", ["Buy 2 Get 1 Free — Snacks", "10% Off Organic Produce", "Loyalty Double Points", "$5 Off $50+ Spend"])
+promoType = Col("Type", ["BOGO", "Discount", "Loyalty", "Threshold"])
+promoRedemptions = Col("Redemptions", [83, 124, 210, 47])
+promoRevenue = Col("Revenue Lift", ["+$412", "+$680", "+$1,240", "+$390"])
+promoGoal = Col("Goal Attainment", ["72%", "89%", "105%", "54%"])
+registerSection = Card([regHeader, regTable], "card", "column", "m")
+regHeader = TextContent("**Register Status**", "small-heavy")
+regTable = Table([regId, regStatus, regOperator, regQueue])
+regId = Col("Register", ["R1", "R2", "R3", "R4", "Self-Checkout A", "Self-Checkout B"])
+regStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Open", "Offline"])
+regOperator = Col("Operator", ["Marcus Lee", "Priya Sharma", "—", "Aisha Bello", "—", "—"])
+regQueue = Col("Queue", [3, 5, 0, 2, 1, 0])
+weekComparisonSection = Card([weekHeader, weekChart], "card", "column", "m")
+weekHeader = TextContent("**This Week vs Last Week**", "small-heavy")
+weekChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Revenue ($)")
+thisWeekSeries = Series("This Week", [18200, 14280, null, null, null, null, null])
+lastWeekSeries = Series("Last Week", [17400, 19100, 16800, 18900, 22400, 28100, 24600])
+actionsRow = Card([reorderDialog, storeDialog], "clear", "row", "m")
+reorderDialog = DialogBlock("Reorder Item", "Reorder Stock", "Select an item and quantity to submit a reorder request.", [reorderForm], "primary")
+reorderForm = Form("reorder", reorderButtons, [reorderItemField, reorderQtyField, reorderPriorityField])
+reorderItemField = FormControl("Product", reorderItemSelect)
+reorderItemSelect = Select("product", [ri1, ri2, ri3, ri4, ri5], "Search or select item")
+ri1 = SelectItem("PRD-4421", "Avocado (Hass)")
+ri2 = SelectItem("BEV-1187", "Oat Milk Barista")
+ri3 = SelectItem("MEA-0932", "Chicken Thighs 1kg")
+ri4 = SelectItem("PAN-2205", "Gluten-Free Pasta")
+ri5 = SelectItem("DAI-0012", "Greek Yogurt 500g")
+reorderQtyField = FormControl("Quantity (units)", reorderQtyInput)
+reorderQtyInput = Input("quantity", "e.g. 48", "number")
+reorderPriorityField = FormControl("Priority", reorderPriorityRadio)
+reorderPriorityRadio = RadioGroup("priority", [rp1, rp2, rp3], "standard")
+rp1 = RadioItem("Standard", "Next scheduled delivery", "standard")
+rp2 = RadioItem("Urgent", "Same-day if possible", "urgent")
+rp3 = RadioItem("Critical", "Immediate — item is out of stock", "critical")
+reorderButtons = Buttons([reorderSubmit, reorderCancel])
+reorderSubmit = Button("Submit Reorder", null, "primary")
+reorderCancel = Button("Cancel", null, "tertiary")
+storeDialog = DialogBlock("Switch Store", "Select a Store", "Choose which store console to view.", [storeForm], "secondary")
+storeForm = Form("store-switch", storeButtons, [storeSelectField])
+storeSelectField = FormControl("Store", storeSelect)
+storeSelect = Select("store_id", [st1, st2, st3, st4, st5], "Choose a location")
+st1 = SelectItem("214", "#214 — Main Street (current)")
+st2 = SelectItem("108", "#108 — Riverside Plaza")
+st3 = SelectItem("302", "#302 — Oak Hill Center")
+st4 = SelectItem("119", "#119 — Northgate Mall")
+st5 = SelectItem("455", "#455 — Harbor District")
+storeButtons = Buttons([storeGo])
+storeGo = Button("Open Console", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..21a9ee720
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r1.txt
@@ -0,0 +1,72 @@
+
+
+root = Card([header, controlsRow, sep1, kpiHeading, kpiTable, sep2, signupsHeading, signupsChart, sep3, planHeading, planChart, sep4, customersHeading, topCustomersTable, sep5, riskHeading, atRiskTable, sep6, paymentsHeading, failedPaymentsTable, sep7, adoptionHeading, adoptionChart, sep8, seatHeading, seatProgress, sep9, npsHeading, npsChart, inviteDialog, followUps])
+header = CardHeader("Admin Overview", "Acme SaaS — Dashboard")
+controlsRow = Card([periodControl, inviteDialog], "clear", "row", "m", "center", "between")
+periodControl = FormControl("Reporting period", periodSelect)
+periodSelect = Select("period", [period30, period60, period90, periodYTD], "Last 90 days")
+period30 = SelectItem("30d", "Last 30 days")
+period60 = SelectItem("60d", "Last 60 days")
+period90 = SelectItem("90d", "Last 90 days")
+periodYTD = SelectItem("ytd", "Year to date")
+inviteDialog = DialogBlock("Invite Admin", "Invite another admin", "Send an invitation to join the admin team.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email address", inviteEmailInput, "Must be a valid work email")
+inviteEmailInput = Input("admin_email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleSuper, roleBilling, roleSupport], "Select a role")
+roleSuper = SelectItem("super", "Super Admin")
+roleBilling = SelectItem("billing", "Billing Admin")
+roleSupport = SelectItem("support", "Support Admin")
+inviteButtons = Buttons([inviteSendBtn, inviteCancelBtn])
+inviteSendBtn = Button("Send invite", null, "primary")
+inviteCancelBtn = Button("Cancel", null, "tertiary")
+sep1 = Separator()
+kpiHeading = Heading("Key Metrics", "h2")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn This Month", "Net Promoter Score"])
+kpiValue = Col("Value", ["$284,500", "$3,414,000", "2.3%", "62"])
+kpiChange = Col("vs. Last Period", ["+8.2%", "+11.4%", "-0.4pp", "+5 pts"])
+sep2 = Separator()
+signupsHeading = Heading("New Signups — Past 90 Days", "h2")
+signupsChart = AreaChart(["Apr W1", "Apr W2", "Apr W3", "Apr W4", "May W1", "May W2", "May W3", "May W4", "Jun W1", "Jun W2", "Jun W3", "Jun W4", "Jul W1"], [signupsSeries], "natural", "Week", "Signups")
+signupsSeries = Series("New Signups", [142, 158, 165, 171, 180, 195, 188, 210, 224, 231, 248, 260, 275])
+sep3 = Separator()
+planHeading = Heading("Customers by Plan", "h2")
+planChart = PieChart(["Starter", "Professional", "Business", "Enterprise"], [482, 317, 148, 53], "donut")
+sep4 = Separator()
+customersHeading = Heading("Top 10 Customers by Spend", "h2")
+topCustomersTable = Table([custName, custPlan, custSeats, custSpend])
+custName = Col("Customer", ["Globex Corp", "Initech", "Umbrella Co", "Stark Industries", "Wayne Enterprises", "Cyberdyne Systems", "Acme Corp", "Wonka Industries", "Hooli", "Pied Piper"])
+custPlan = Col("Plan", ["Enterprise", "Enterprise", "Business", "Enterprise", "Enterprise", "Business", "Business", "Professional", "Professional", "Starter"])
+custSeats = Col("Seats", [450, 380, 290, 275, 260, 210, 185, 140, 120, 95])
+custSpend = Col("Monthly Spend", ["$45,000", "$38,000", "$26,100", "$27,500", "$26,000", "$18,900", "$16,650", "$11,200", "$9,600", "$4,750"])
+sep5 = Separator()
+riskHeading = Heading("Accounts at Risk", "h2")
+atRiskTable = Table([riskName, riskReason, riskSince, riskValue])
+riskName = Col("Account", ["Initech", "Hooli", "Cyberdyne Systems", "Bluth Company", "Dunder Mifflin"])
+riskReason = Col("Risk Reason", ["Usage down 40% in 30 days", "Champion left the company", "Payment failed twice", "No login in 21 days", "Downgrade requested"])
+riskSince = Col("Flagged", ["Jun 12", "Jun 18", "Jun 25", "Jul 1", "Jul 3"])
+riskValue = Col("MRR at Risk", ["$38,000", "$9,600", "$18,900", "$3,200", "$5,400"])
+sep6 = Separator()
+paymentsHeading = Heading("Failed Payments", "h2")
+failedPaymentsTable = Table([payCustomer, payAmount, payDate, payReason, payAction])
+payCustomer = Col("Customer", ["Cyberdyne Systems", "Bluth Company", "Vandelay Industries", "Prestige Worldwide"])
+payAmount = Col("Amount", ["$18,900", "$3,200", "$7,800", "$2,100"])
+payDate = Col("Failed On", ["Jul 1", "Jul 3", "Jul 5", "Jul 6"])
+payReason = Col("Reason", ["Card expired", "Insufficient funds", "Card declined", "Bank rejection"])
+payAction = Col("Action", ["Retry", "Retry", "Retry", "Retry"], "action")
+sep7 = Separator()
+adoptionHeading = Heading("New Feature Adoption", "h2")
+adoptionChart = HorizontalBarChart(["AI Copilot", "Workflow Builder", "Advanced Analytics"], [adoptionSeries], "grouped", "Feature", "% of Active Accounts")
+adoptionSeries = Series("Adoption %", [34, 28, 19])
+sep8 = Separator()
+seatHeading = Heading("Seat Utilization", "h2")
+seatProgress = Progress(73, "73% of purchased seats are active (4,820 / 6,600)")
+sep9 = Separator()
+npsHeading = Heading("Net Promoter Score", "h2")
+npsChart = RadialChart(["Promoters", "Passives", "Detractors"], [58, 27, 15])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me a churn cohort analysis")
+fu2 = FollowUpItem("Draft a win-back email for at-risk accounts")
+fu3 = FollowUpItem("Compare this quarter vs last quarter revenue")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..e8aa394f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r2.txt
@@ -0,0 +1,66 @@
+
+
+root = Card([header, periodForm, metricsTable, signupsHeading, signupsChart, signupsNote, plansHeading, plansChart, topHeading, topCustomersTable, riskHeading, riskTable, failedHeading, failedPaymentsList, adoptionHeading, adoptionChart, npsHeading, npsCallout, utilizationHeading, utilizationProgress, utilizationDetail, inviteAdminDialog], "card", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, customers, billing health, adoption, and workspace operations")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodButtons = Buttons([applyPeriodButton, resetPeriodButton])
+applyPeriodButton = Button("Apply reporting period", null, "primary")
+resetPeriodButton = Button("Reset", null, "secondary")
+periodField = FormControl("Reporting period", periodSelect, "Changes the reporting window for this overview")
+periodSelect = Select("reporting_period", [period30, period90, periodQTD, periodYTD], "Choose a reporting period", null, "last-90")
+period30 = SelectItem("last-30", "Last 30 days")
+period90 = SelectItem("last-90", "Last 90 days")
+periodQTD = SelectItem("quarter-to-date", "Quarter to date")
+periodYTD = SelectItem("year-to-date", "Year to date")
+metricsTable = Table([metricName, metricValue, metricDelta])
+metricName = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+metricValue = Col("Current", ["$182,400", "$2,188,800", "2.1%"])
+metricDelta = Col("Trend", ["+6.4% vs last month", "+9.2% vs last year", "0.4 pts lower vs last month"])
+signupsHeading = Heading("New signups over the past 90 days", "h2")
+signupsChart = AreaChart(signupLabels, [signupsSeries], "natural", "Week in period", "New signups")
+signupLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"]
+signupsSeries = Series("New signups", [72, 81, 86, 93, 88, 97, 103, 109, 101, 112, 118, 112, 112])
+signupsNote = TextContent("Total new signups in the last 90 days: 1,284.", "small")
+plansHeading = Heading("Customers split by plan", "h2")
+plansChart = PieChart(planLabels, planValues, "donut")
+planLabels = ["Starter", "Growth", "Scale", "Enterprise"]
+planValues = [612, 348, 176, 39]
+topHeading = Heading("Ten largest customers", "h2")
+topCustomersTable = Table([topCustomerCol, topPlanCol, topSeatsCol, topSpendCol])
+topCustomerCol = Col("Customer", ["Atlas Logistics", "Meridian Retail", "Bluepeak Software", "Vertex Health", "Orbit Media", "Cobalt Financial", "Lumen Manufacturing", "Pinepoint Labs", "Harbor Education", "Quanta Analytics"])
+topPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Scale", "Enterprise", "Scale", "Scale", "Growth", "Growth", "Growth", "Growth"])
+topSeatsCol = Col("Seats", [620, 540, 430, 390, 350, 320, 300, 270, 250, 230])
+topSpendCol = Col("Monthly spend", ["$18,600", "$16,200", "$12,900", "$11,700", "$10,500", "$9,600", "$7,500", "$6,750", "$6,250", "$5,750"])
+riskHeading = Heading("Accounts at risk", "h2")
+riskTable = Table([riskAccountCol, riskReasonCol, riskScoreCol, riskRenewalCol])
+riskAccountCol = Col("Account", ["Vertex Health", "Lumen Manufacturing", "Pinepoint Labs", "Harbor Education"])
+riskReasonCol = Col("Reason", ["Usage down 34% over 30 days and executive sponsor left", "Two failed payments and an open billing dispute", "Only 41% active seats and onboarding is incomplete", "Three P1 support tickets in the last 60 days"])
+riskScoreCol = Col("Risk score", ["High", "High", "Medium", "Medium"])
+riskRenewalCol = Col("Renewal", ["Aug 14", "Sep 1", "Sep 18", "Oct 2"])
+failedHeading = Heading("Failed payments", "h2")
+failedPaymentsList = ListBlock([failedPayment1, failedPayment2, failedPayment3, failedPayment4], "number")
+failedPayment1 = ListItem("Northwind Trading — INV-2093", "$1,250.00 card declined · 2 days overdue", null, "Retry INV-2093")
+failedPayment2 = ListItem("Kestrel Labs — INV-2097", "$4,180.00 insufficient funds · 4 days overdue", null, "Retry INV-2097")
+failedPayment3 = ListItem("Brightline Media — INV-2101", "$860.00 expired card · 6 days overdue", null, "Retry INV-2101")
+failedPayment4 = ListItem("Fenwick Legal — INV-2104", "$2,340.00 bank transfer failed · 8 days overdue", null, "Retry INV-2104")
+adoptionHeading = Heading("Adoption of the three newest features", "h2")
+adoptionChart = HorizontalBarChart(featureLabels, [featureSeries], "grouped", "Feature", "Adoption")
+featureLabels = ["AI Draft Replies", "Shared Workspaces", "Usage Alerts"]
+featureSeries = Series("Active accounts (%)", [64, 47, 29])
+npsHeading = Heading("Net Promoter Score", "h2")
+npsCallout = TextCallout("success", "Current NPS", "52, up 4 points from last quarter (61% promoters, 30% passives, 9% detractors).")
+utilizationHeading = Heading("Seat utilization across the company", "h2")
+utilizationProgress = Progress(72, "7,182 active seats of 9,975 total seats")
+utilizationDetail = TextContent("Unassigned seats: 2,793. Utilization by plan: Enterprise 81%, Scale 74%, Growth 69%, Starter 58%.", "small")
+inviteAdminDialog = DialogBlock("Invite another admin", "Invite another admin", "Send admin access to a teammate.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteButtons = Buttons([sendInviteButton, cancelInviteButton])
+sendInviteButton = Button("Send invite", null, "primary")
+cancelInviteButton = Button("Cancel", null, "tertiary")
+inviteEmailField = FormControl("Work email", inviteEmailInput, "We will send an invitation link")
+inviteEmailInput = Input("admin_email", "teammate@company.com", "email")
+inviteRoleField = FormControl("Admin role", inviteRoleSelect, "Choose the permission level for this admin")
+inviteRoleSelect = Select("admin_role", [roleOwner, roleBilling, roleSupport], "Select a role", null, "billing-admin")
+roleOwner = SelectItem("owner-admin", "Owner admin")
+roleBilling = SelectItem("billing-admin", "Billing admin")
+roleSupport = SelectItem("support-admin", "Support admin")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..5a25e15d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r3.txt
@@ -0,0 +1,73 @@
+
+
+root = Card([header, periodRow, kpiHeading, kpiTable, npsRow, sep1, growthHeading, signupsChart, planRow, sep2, customersHeading, customersTable, sep3, riskHeading, riskTable, sep4, billingHeading, paymentsTable, retryRow, sep5, productHeading, adoptionChart, seatRow, sep6, adminHeading, inviteDialog])
+header = CardHeader("Admin Overview", "SaaS Platform — Live Dashboard")
+periodRow = Card([periodLabel, periodSelect], "clear", "row", "m", "center")
+periodLabel = TextContent("Reporting period:", "small-heavy")
+periodSelect = Select("period", [opt7d, opt30d, opt90d, optQtd, optYtd], "Last 30 days", null, "30d")
+opt7d = SelectItem("7d", "Last 7 days")
+opt30d = SelectItem("30d", "Last 30 days")
+opt90d = SelectItem("90d", "Last 90 days")
+optQtd = SelectItem("qtd", "Quarter to date")
+optYtd = SelectItem("ytd", "Year to date")
+kpiHeading = Heading("Key Metrics", "h2")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Monthly Recurring Revenue", "Annual Recurring Revenue", "Churn This Month"])
+kpiValue = Col("Value", ["$482,600", "$5,791,200", "2.4%"])
+kpiChange = Col("vs. Prior Period", ["+6.8%", "+11.2%", "-0.3pp"])
+npsRow = Card([npsLabel, npsChart], "clear", "row", "l", "center")
+npsLabel = TextContent("**Current NPS**\n\nBased on 1,247 responses this quarter.\nPromoters: 62% | Passives: 24% | Detractors: 14%", "default")
+npsChart = RadialChart(["NPS Score"], [48])
+sep1 = Separator()
+growthHeading = Heading("Growth", "h2")
+signupsChart = AreaChart(["Apr 1", "Apr 8", "Apr 15", "Apr 22", "Apr 29", "May 6", "May 13", "May 20", "May 27", "Jun 3", "Jun 10", "Jun 17", "Jun 24"], [signupsSeries], "natural", "Week", "New Signups")
+signupsSeries = Series("New Signups", [134, 158, 142, 171, 165, 189, 203, 197, 221, 238, 214, 256, 271])
+planRow = Card([planHeading, planChart], "clear", "column", "m")
+planHeading = TextContent("Customers by Plan", "small-heavy")
+planChart = PieChart(["Starter", "Professional", "Business", "Enterprise"], [1840, 920, 410, 85], "donut")
+sep2 = Separator()
+customersHeading = Heading("Top 10 Customers by Spend", "h2")
+customersTable = Table([custName, custPlan, custSeats, custSpend])
+custName = Col("Customer", ["Acme Corp", "GlobalTech Inc", "Meridian Health", "Nova Financial", "Atlas Logistics", "Pinnacle Media", "Vertex Systems", "Horizon Retail", "Summit Legal", "Cobalt Energy"])
+custPlan = Col("Plan", ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Business", "Professional", "Enterprise"])
+custSeats = Col("Seats", [480, 350, 290, 265, 220, 195, 180, 160, 140, 125])
+custSpend = Col("Monthly Spend", ["$38,400", "$28,000", "$17,400", "$21,200", "$13,200", "$11,700", "$14,400", "$9,600", "$5,600", "$10,000"])
+sep3 = Separator()
+riskHeading = Heading("Accounts at Risk", "h2")
+riskTable = Table([riskName, riskPlan, riskReason, riskScore])
+riskName = Col("Account", ["Pinnacle Media", "Summit Legal", "Horizon Retail", "Drift Analytics"])
+riskPlan = Col("Plan", ["Business", "Professional", "Business", "Starter"])
+riskReason = Col("Risk Reason", ["Champion left the company", "Usage dropped 60% in 30 days", "Budget freeze announced", "No login in 21 days"])
+riskScore = Col("Risk Score", ["High", "High", "Medium", "Medium"])
+sep4 = Separator()
+billingHeading = Heading("Failed Payments", "h2")
+paymentsTable = Table([payCustomer, payAmount, payDate, payReason, payAction])
+payCustomer = Col("Customer", ["Drift Analytics", "BlueSky Travel", "Ironclad Mfg"])
+payAmount = Col("Amount", ["$1,240", "$3,800", "$920"])
+payDate = Col("Failed On", ["Jun 28, 2025", "Jun 27, 2025", "Jun 25, 2025"])
+payReason = Col("Reason", ["Card expired", "Insufficient funds", "Bank declined"])
+payAction = Col("Action", ["Retry", "Retry", "Retry"], "action")
+retryRow = Buttons([retryAllBtn], "row")
+retryAllBtn = Button("Retry All Failed Payments", null, "secondary")
+sep5 = Separator()
+productHeading = Heading("Product & Adoption", "h2")
+adoptionChart = HorizontalBarChart(["AI Copilot", "Workflow Automations", "Advanced Analytics"], [adoptionSeries], "grouped", "% of Active Users")
+adoptionSeries = Series("Adoption Rate", [34, 52, 41])
+seatRow = Card([seatHeading, seatProgress, seatDetail], "clear", "column", "s")
+seatHeading = TextContent("Seat Utilization", "small-heavy")
+seatProgress = Progress(73, "73% of purchased seats active")
+seatDetail = TextContent("4,812 active seats out of 6,590 purchased across all plans.", "small")
+sep6 = Separator()
+adminHeading = Heading("Administration", "h2")
+inviteDialog = DialogBlock("Invite Admin", "Invite a New Admin", "Send an invitation to join the admin team.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email address", inviteEmailInput, "Must be a verified company domain")
+inviteEmailInput = Input("email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleSuper, roleBilling, readOnly], "Select a role")
+roleSuper = SelectItem("super", "Super Admin")
+roleBilling = SelectItem("billing", "Billing Admin")
+readOnly = SelectItem("read", "Read Only")
+inviteButtons = Buttons([inviteSendBtn, inviteCancelBtn])
+inviteSendBtn = Button("Send Invite", null, "primary")
+inviteCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..0166d7c9c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b4-saas__r4.txt
@@ -0,0 +1,79 @@
+root = Card([header, periodRow, kpiRow, sep1, signupsHeading, signupsChart, sep2, planHeading, planChart, sep3, topCustHeading, topCustTable, sep4, atRiskHeading, atRiskTable, sep5, failedHeading, failedTable, sep6, featureHeading, featureChart, sep7, seatHeading, seatUtilRow, sep8, inviteSection])
+header = CardHeader("Admin Overview", "Acme SaaS — Company-wide metrics and operations")
+periodRow = Card([periodLabel, periodSelect], "clear", "row", "m", "center", "start")
+periodLabel = TextContent("Reporting period:", "small-heavy")
+periodSelect = Select("period", [opt7d, opt30d, opt90d, optQTD, optYTD], "Last 90 days", null, "90d")
+opt7d = SelectItem("7d", "Last 7 days")
+opt30d = SelectItem("30d", "Last 30 days")
+opt90d = SelectItem("90d", "Last 90 days")
+optQTD = SelectItem("qtd", "Quarter to date")
+optYTD = SelectItem("ytd", "Year to date")
+kpiRow = Card([kpiMRR, kpiARR, kpiChurn, kpiNPS], "clear", "row", "m")
+kpiMRR = Card([kpiMRRLabel, kpiMRRValue], "sunk")
+kpiMRRLabel = TextContent("Monthly Recurring Revenue", "small")
+kpiMRRValue = TextContent("$284,500", "large-heavy")
+kpiARR = Card([kpiARRLabel, kpiARRValue], "sunk")
+kpiARRLabel = TextContent("Annual Recurring Revenue", "small")
+kpiARRValue = TextContent("$3,414,000", "large-heavy")
+kpiChurn = Card([kpiChurnLabel, kpiChurnValue], "sunk")
+kpiChurnLabel = TextContent("Churn This Month", "small")
+kpiChurnValue = TextContent("2.3% (14 accounts)", "large-heavy")
+kpiNPS = Card([kpiNPSLabel, kpiNPSValue], "sunk")
+kpiNPSLabel = TextContent("Current NPS", "small")
+kpiNPSValue = TextContent("62", "large-heavy")
+sep1 = Separator()
+signupsHeading = Heading("New Signups — Past 90 Days", "h3")
+signupsChart = AreaChart(signupLabels, [signupSeries], "natural", "Week", "Signups")
+signupLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10", "W11", "W12", "W13"]
+signupSeries = Series("New Signups", [42, 55, 48, 61, 58, 72, 69, 84, 78, 91, 87, 103, 96])
+sep2 = Separator()
+planHeading = Heading("Customers by Plan", "h3")
+planChart = PieChart(planLabels, planValues, "donut")
+planLabels = ["Starter", "Growth", "Business", "Enterprise"]
+planValues = [312, 187, 94, 38]
+sep3 = Separator()
+topCustHeading = Heading("Top 10 Customers by Spend", "h3")
+topCustTable = Table([custName, custPlan, custSeats, custSpend])
+custName = Col("Customer", ["Northwind Corp", "Globex Inc", "Initech", "Umbrella Ltd", "Stark Industries", "Wayne Enterprises", "Acme Analytics", "Pied Piper", "Hooli", "Dunder Mifflin"])
+custPlan = Col("Plan", ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Enterprise", "Business", "Growth", "Business", "Growth"])
+custSeats = Col("Seats", [420, 385, 310, 275, 240, 220, 195, 180, 165, 150], "number")
+custSpend = Col("Monthly Spend", ["$42,000", "$38,500", "$24,800", "$27,500", "$19,200", "$22,000", "$15,600", "$9,000", "$13,200", "$7,500"])
+sep4 = Separator()
+atRiskHeading = Heading("Accounts at Risk", "h3")
+atRiskTable = Table([riskName, riskPlan, riskReason, riskScore])
+riskName = Col("Account", ["Globex Inc", "Umbrella Ltd", "Hooli", "Dunder Mifflin", "Vandelay Industries"])
+riskPlan = Col("Plan", ["Enterprise", "Enterprise", "Business", "Growth", "Starter"])
+riskReason = Col("Risk Reason", ["Champion left company", "Usage down 40% in 30 days", "Renewal in 12 days, no response", "Downgraded last quarter", "Payment failed twice"])
+riskScore = Col("Risk Score", ["High", "High", "Medium", "Medium", "Low"])
+sep5 = Separator()
+failedHeading = Heading("Failed Payments", "h3")
+failedTable = Table([failCustomer, failAmount, failDate, failReason, failAction])
+failCustomer = Col("Customer", ["Vandelay Industries", "Bluth Company", "Prestige Worldwide"])
+failAmount = Col("Amount", ["$1,250", "$3,400", "$890"])
+failDate = Col("Failed On", ["2024-01-12", "2024-01-14", "2024-01-15"])
+failReason = Col("Reason", ["Card expired", "Insufficient funds", "Bank declined"])
+failAction = Col("Action", ["Retry", "Retry", "Retry"], "action")
+sep6 = Separator()
+featureHeading = Heading("New Feature Adoption", "h3")
+featureChart = BarChart(featureLabels, [featureSeries], "grouped", "Feature", "% of Active Users")
+featureLabels = ["AI Copilot", "Bulk Export", "Custom Dashboards"]
+featureSeries = Series("Adoption %", [34, 58, 22])
+sep7 = Separator()
+seatHeading = Heading("Seat Utilization", "h3")
+seatUtilRow = Card([seatProgress, seatDetail], "clear", "column", "s")
+seatProgress = Progress(78, "78% of purchased seats are active")
+seatDetail = TextContent("4,832 active seats out of 6,195 purchased across all accounts.", "small")
+sep8 = Separator()
+inviteSection = Card([inviteHeading, inviteDialog], "clear", "row", "m", "center", "start")
+inviteHeading = TextContent("Need another admin on this workspace?", "default")
+inviteDialog = DialogBlock("Invite Admin", "Invite a New Admin", "Send an admin invitation to a teammate.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteFormBtns, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Email address", inviteEmailInput, "They will receive an email with a magic link")
+inviteEmailInput = Input("admin_email", "colleague@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("role", [roleAdmin, roleBilling, roleViewer], "Select a role")
+roleAdmin = SelectItem("admin", "Full Admin")
+roleBilling = SelectItem("billing", "Billing Admin")
+roleViewer = SelectItem("viewer", "Read-only")
+inviteFormBtns = Buttons([inviteSendBtn])
+inviteSendBtn = Button("Send Invitation", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r1.txt
new file mode 100644
index 000000000..026a192d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r1.txt
@@ -0,0 +1,149 @@
+
+
+root = Card([header, mainTabs, followUps])
+header = CardHeader("City Operations Center", "Real-time municipal dashboard · Last sync 2 min ago")
+mainTabs = Tabs([tabTraffic, tabEnvironment, tabIncidents, tabServices, tabActions])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show me the most critical incident right now")
+fu2 = FollowUpItem("Which district has the worst air quality?")
+fu3 = FollowUpItem("Summarize today's operations status")
+
+tabTraffic = TabItem("traffic", "Traffic & Transit", [congestionHeader, congestionChart, transitHeader, transitChart, parkingHeader, parkingTable, roadworksHeader, roadworksTable])
+tabEnvironment = TabItem("environment", "Environment & Energy", [aqHeader, aqTable, energyHeader, energyChart, waterHeader, waterProgress, weatherHeader, weatherText])
+tabIncidents = TabItem("incidents", "Incidents & Safety", [incHeader, incTable, emHeader, emTable, crHeader, crList])
+tabServices = TabItem("services", "Services & Maintenance", [evHeader, evList, backlogHeader, backlogChart, maintHeader, maintTable])
+tabActions = TabItem("actions", "Actions", [districtHeader, districtForm, dispatchDialog, alertDialog])
+
+congestionHeader = Heading("Current Congestion by Corridor", "h3")
+congestionChart = HorizontalBarChart(["I-95 North", "I-95 South", "Route 1", "Main St", "Highway 7", "Elm Ave"], [congSeries], "grouped", "Corridor", "Congestion %")
+congSeries = Series("Congestion", [82, 67, 74, 91, 55, 38])
+
+transitHeader = Heading("Transit Punctuality — On-Time %", "h3")
+transitChart = BarChart(["Red Line", "Blue Line", "Green Line", "Bus 42", "Bus 17", "Tram 3"], [transitSeries], "grouped", "Route", "On-Time %")
+transitSeries = Series("On-Time %", [94, 87, 91, 78, 82, 96])
+
+parkingHeader = Heading("Downtown Parking Availability", "h3")
+parkingTable = Table([pkLot, pkTotal, pkAvail, pkOcc])
+pkLot = Col("Location", ["City Center Garage", "Market St Lot", "Riverside Deck", "5th Ave Underground", "Plaza Open Lot"])
+pkTotal = Col("Total Spots", [420, 280, 350, 500, 180])
+pkAvail = Col("Available", [63, 112, 45, 190, 22])
+pkOcc = Col("Occupancy", ["85%", "60%", "87%", "62%", "88%"])
+
+roadworksHeader = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwProject, rwLocation, rwStart, rwEnd, rwStatus])
+rwProject = Col("Project", ["Water main replacement", "Resurfacing", "Signal upgrade", "Bridge inspection", "Bike lane extension"])
+rwLocation = Col("Location", ["Oak St (3rd–7th)", "Highway 7 off-ramp", "Main St & 5th Ave", "Riverside Bridge", "Elm Ave northbound"])
+rwStart = Col("Start", ["Jun 3", "Jun 10", "Jun 12", "Jun 18", "Jun 22"])
+rwEnd = Col("End", ["Jun 14", "Jun 21", "Jun 13", "Jun 19", "Jul 5"])
+rwStatus = Col("Status", ["In progress", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+
+aqHeader = Heading("Air Quality Index by District", "h3")
+aqTable = Table([aqDistrict, aqAQI, aqPollutant, aqStatus])
+aqDistrict = Col("District", ["Downtown", "Northside", "Eastview", "Riverside", "Westgate", "Southport"])
+aqAQI = Col("AQI", [72, 45, 88, 53, 61, 95])
+aqPollutant = Col("Primary Pollutant", ["PM2.5", "O₃", "PM2.5", "NO₂", "O₃", "PM10"])
+aqStatus = Col("Status", ["Moderate", "Good", "Moderate", "Moderate", "Moderate", "Unhealthy (Sensitive)"])
+
+energyHeader = Heading("Energy Consumption — Past 7 Days (MWh)", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City Grid Load", [1240, 1310, 1285, 1350, 1420, 1180, 1095])
+
+waterHeader = Heading("Water Use Today", "h3")
+waterProgress = Progress(68, "68% of daily capacity — 42.1 ML of 62 ML target")
+
+weatherHeader = Heading("Current Weather", "h3")
+weatherText = TextContent("**24°C / 75°F** — Partly cloudy\nWind: 14 km/h NW · Humidity: 58% · UV Index: 6 (High)\nSunset: 20:42 · No precipitation expected in next 6 hours", "default")
+
+incHeader = Heading("Open Incidents", "h3")
+incTable = Table([incID, incType, incLoc, incSev, incStatus, incTime])
+incID = Col("ID", ["INC-4421", "INC-4418", "INC-4415", "INC-4409", "INC-4402"])
+incType = Col("Type", ["Multi-vehicle collision", "Gas leak", "Power outage", "Flooding", "Structural concern"])
+incLoc = Col("Location", ["I-95 N, Mile 23", "412 Oak St, Northside", "Elm Ave & 3rd St", "Riverside Dr underpass", "88 Market St, Downtown"])
+incSev = Col("Severity", ["Critical", "High", "Medium", "High", "Low"])
+incStatus = Col("Status", ["Active — crews on scene", "Active — evacuating", "Investigating", "Monitoring", "Scheduled inspection"])
+incTime = Col("Reported", ["07:42", "08:15", "09:03", "10:22", "11:47"])
+
+emHeader = Heading("Emergency Vehicle Deployment", "h3")
+emTable = Table([emUnit, emType, emLoc, emStatus, emAssign])
+emUnit = Col("Unit", ["Engine 7", "Ladder 3", "Medic 12", "Medic 5", "Patrol 21", "Patrol 9"])
+emType = Col("Type", ["Fire", "Fire", "EMS", "EMS", "Police", "Police"])
+emLoc = Col("Location", ["I-95 N, Mile 23", "412 Oak St", "Staging — Station 4", "Riverside Dr", ["Elm Ave & 3rd St", "Downtown precinct"]])
+emStatus = Col("Status", ["On scene", "On scene", "Standby", "En route", ["On scene", "Patrolling"]])
+emAssign = Col("Assigned To", ["INC-4421", "INC-4418", "—", "INC-4409", ["INC-4415", "—"]])
+
+crHeader = Heading("Citizen Reports — Live Feed", "h3")
+crList = ListBlock([cr1, cr2, cr3, cr4, cr5], "number")
+cr1 = ListItem("Pothole on Birch Lane", "Reported 12 min ago · Northside · Photo attached")
+cr2 = ListItem("Streetlight out near school", "Reported 28 min ago · Eastview · Verified by crew")
+cr3 = ListItem("Loud construction noise after hours", "Reported 45 min ago · Downtown · Referred to bylaw")
+cr4 = ListItem("Overflowing storm drain", "Reported 1 hr ago · Riverside · Escalated to public works")
+cr5 = ListItem("Graffiti on transit shelter", "Reported 2 hrs ago · Westgate · Queued for cleaning")
+
+evHeader = Heading("Public Events This Weekend", "h3")
+evList = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Riverside Music Festival", "Sat–Sun · Riverside Park · Est. 15,000 attendees · Road closures on Riverside Dr")
+ev2 = ListItem("Farmers Market Extended Hours", "Sat · Market St · 08:00–16:00 · Pedestrian zone active")
+ev3 = ListItem("Charity 10K Run", "Sun · Start at City Center · Route via Main St & Elm Ave · 07:00–10:00")
+ev4 = ListItem("Outdoor Cinema Night", "Sat · Plaza Open Lot · 20:30 · Est. 800 attendees")
+
+backlogHeader = Heading("Service Request Backlog", "h3")
+backlogChart = PieChart(["Roads & Potholes", "Parks & Trees", "Waste & Recycling", "Water & Sewer", "Noise & Bylaw", "Other"], [142, 87, 63, 45, 38, 29], "donut")
+
+maintHeader = Heading("Infrastructure Jobs Due for Maintenance", "h3")
+maintTable = Table([mtAsset, mtType, mtDue, mtPriority, mtLast])
+mtAsset = Col("Asset", ["Bridge B-12 (Riverside)", "Water Pump Station 4", "Traffic Signal Grid — Zone C", "Storm Drain Network — East", "HVAC — City Hall"])
+mtType = Col("Type", ["Structural inspection", "Mechanical overhaul", "Software + hardware check", "Clearing & flow test", "Filter & compressor service"])
+mtDue = Col("Due Date", ["Jun 8", "Jun 11", "Jun 15", "Jun 20", "Jun 25"])
+mtPriority = Col("Priority", ["High", "Critical", "Medium", "Medium", "Low"])
+mtLast = Col("Last Serviced", ["Dec 2024", "Mar 2024", "Jan 2025", "Sep 2024", "Nov 2024"])
+
+districtHeader = Heading("Focus on a District", "h3")
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Select district", districtSelect, "All dashboard panels will filter to the chosen district")
+districtSelect = Select("district", [d1, d2, d3, d4, d5, d6], "Choose a district…")
+d1 = SelectItem("downtown", "Downtown")
+d2 = SelectItem("northside", "Northside")
+d3 = SelectItem("eastview", "Eastview")
+d4 = SelectItem("riverside", "Riverside")
+d5 = SelectItem("westgate", "Westgate")
+d6 = SelectItem("southport", "Southport")
+districtButtons = Buttons([districtBtn])
+districtBtn = Button("Apply Filter", null, "primary")
+
+dispatchDialog = DialogBlock("Dispatch a Crew", "Crew Dispatch", "Assign a response team to an active incident or location.", [dispatchForm], "secondary")
+dispatchForm = Form("dispatch", dispatchButtons, [dispatchIncident, dispatchCrew, dispatchNotes])
+dispatchIncident = FormControl("Incident or location", dispatchIncidentInput, "Enter incident ID or address")
+dispatchIncidentInput = Input("incident_ref", "e.g. INC-4421 or 412 Oak St")
+dispatchCrew = FormControl("Crew type", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew_type", [c1, c2, c3, c4], "Select crew…")
+c1 = SelectItem("fire", "Fire / Rescue")
+c2 = SelectItem("ems", "EMS / Paramedic")
+c3 = SelectItem("police", "Police / Patrol")
+c4 = SelectItem("public_works", "Public Works")
+dispatchNotes = FormControl("Dispatch notes", dispatchNotesArea)
+dispatchNotesArea = TextArea("notes", "Additional instructions for the crew…", 3)
+dispatchButtons = Buttons([dispatchSubmit, dispatchCancel])
+dispatchSubmit = Button("Dispatch Now", null, "primary")
+dispatchCancel = Button("Cancel", null, "tertiary")
+
+alertDialog = DialogBlock("Send Public Alert", "Public Alert Broadcast", "Compose and send an emergency or informational alert to residents.", [alertForm], "destructive")
+alertForm = Form("public-alert", alertButtons, [alertType, alertDistrict, alertMessage])
+alertType = FormControl("Alert type", alertTypeRadio)
+alertTypeRadio = RadioGroup("alert_type", [at1, at2, at3])
+at1 = RadioItem("Emergency", "Immediate threat to life or property", "emergency")
+at2 = RadioItem("Advisory", "Important information, no immediate danger", "advisory")
+at3 = RadioItem("Informational", "General public notice", "info")
+alertDistrict = FormControl("Target district(s)", alertDistrictCheck)
+alertDistrictCheck = CheckBoxGroup("districts", [ad1, ad2, ad3, ad4, ad5, ad6])
+ad1 = CheckBoxItem("Downtown", "Core business district", "downtown")
+ad2 = CheckBoxItem("Northside", "Residential north zone", "northside")
+ad3 = CheckBoxItem("Eastview", "Mixed-use east zone", "eastview")
+ad4 = CheckBoxItem("Riverside", "Waterfront district", "riverside")
+ad5 = CheckBoxItem("Westgate", "West suburban zone", "westgate")
+ad6 = CheckBoxItem("Southport", "Industrial south zone", "southport")
+alertMessage = FormControl("Alert message", alertMsgArea, "Max 200 characters for SMS delivery")
+alertMsgArea = TextArea("alert_body", "Type your public alert message here…", 4)
+alertButtons = Buttons([alertSend, alertPreview, alertCancel])
+alertSend = Button("Send Alert", null, "primary", "destructive")
+alertPreview = Button("Preview", null, "secondary")
+alertCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r2.txt
new file mode 100644
index 000000000..19534d578
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r2.txt
@@ -0,0 +1,144 @@
+
+
+root = Card([header, weatherCallout, mainTabs, actionHeading, districtForm, dispatchDialog, alertDialog, followUps])
+header = CardHeader("City Operations Center", "Real-time municipal dashboard — updated 30s ago")
+weatherCallout = Callout("info", "Current Weather", "22°C partly cloudy, wind 14 km/h NW, humidity 58%, UV index 5. No severe weather alerts.")
+mainTabs = Tabs([tabLive, tabIncidents, tabInfra, tabEvents])
+tabLive = TabItem("live", "Live Status", [congestionHeading, congestionChart, transitHeading, transitTable, airHeading, airTable, energyHeading, energyChart, waterHeading, waterTable])
+congestionHeading = Heading("Traffic Congestion", "h3")
+congestionChart = HorizontalBarChart(["I-95 North", "I-95-95 South", "Route 1", "Main St Corridor", "Harbor Blvd", "University Ave"], [congestionSeries], "grouped", "Corridor", "Congestion %")
+congestionSeries = Series("Congestion", [82, 67, 74, 91, 45, 58])
+transitHeading = Heading("Transit Punctuality", "h3")
+transitTable = Table([transitRoute, transitOnTime, transitDelay, transitStatus])
+transitRoute = Col("Route", ["Blue Line", "Red Line", "Bus 42", "Bus 17", "Green Line", "Bus 8"])
+transitOnTime = Col("On-Time %", [94, 87, 78, 91, 96, 83])
+transitDelay = Col("Avg Delay (min)", [1.2, 3.4, 5.1, 2.0, 0.8, 4.2])
+transitStatus = Col("Status", ["Good", "Minor Delays", "Delayed", "Good", "Good", "Minor Delays"])
+airHeading = Heading("Air Quality by District", "h3")
+airTable = Table([airDistrict, airAQI, airPrimary, airLevel])
+airDistrict = Col("District", ["Downtown", "Riverside", "North End", "Industrial Park", "Westside", "Harbor"])
+airAQI = Col("AQI", [62, 45, 78, 112, 53, 41])
+airPrimary = Col("Primary Pollutant", ["PM2.5", "O₃", "NO₂", "PM10", "O₃", "O₃"])
+airLevel = Col("Level", ["Moderate", "Good", "Moderate", "Unhealthy (Sensitive)", "Moderate", "Good"])
+energyHeading = Heading("Energy Use — Past 7 Days", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City-wide Consumption", [1842, 1910, 1876, 1934, 1780, 1520, 1480])
+waterHeading = Heading("Water Use Today", "h3")
+waterTable = Table([waterZone, waterUse, waterCap, waterPct])
+waterZone = Col("Zone", ["Downtown", "Residential North", "Residential South", "Industrial", "Parks & Public"])
+waterUse = Col("Use (ML)", [4.2, 6.8, 5.9, 3.1, 1.4])
+waterCap = Col("Capacity (ML)", [6.0, 8.0, 7.5, 5.0, 2.0])
+waterPct = Col("Utilization %", [70, 85, 79, 62, 70])
+tabIncidents = TabItem("incidents", "Incidents & Response", [incidentsHeading, incidentsTable, vehiclesHeading, vehiclesTable, reportsHeading, reportsTable])
+incidentsHeading = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incType, incLocation, incSeverity, incStatus, incTime])
+incId = Col("ID", ["INC-4421", "INC-4420", "INC-4418", "INC-4415", "INC-4412", "INC-4409"])
+incType = Col("Type", ["Water main break", "Traffic signal failure", "Gas leak", "Road collapse", "Power outage", "Flooding"])
+incLocation = Col("Location", ["5th & Oak St", "Harbor Blvd & 12th", "Industrial Park Zone C", "Route 1 Mile 4.2", "Westside Grid 7", "Riverside Dr Underpass"])
+incSeverity = Col("Severity", ["High", "Medium", "Critical", "High", "Medium", "Low"])
+incStatus = Col("Status", ["Crew en route", "Investigating", "Contained", "Active", "Monitoring", "Resolved pending"])
+incTime = Col("Reported", ["06:42", "07:15", "05:30", "08:01", "09:22", "Yesterday 22:10"])
+vehiclesHeading = Heading("Emergency Vehicle Deployments", "h3")
+vehiclesTable = Table([vehUnit, vehType, vehLocation, vehStatus, vehAssigned])
+vehUnit = Col("Unit", ["E-12", "E-7", "L-3", "M-21", "E-4", "L-9"])
+vehType = Col("Type", ["Engine", "Engine", "Ladder", "Medic", "Engine", "Ladder"])
+vehLocation = Col("Location", ["5th & Oak St", "Station 4 (Staging)", "Industrial Park Zone C", "Route 1 Mile 4.2", "Westside Grid 7", "Station 2 (Available)"])
+vehStatus = Col("Status", ["On scene", "Standby", "On scene", "On scene", "On scene", "Available"])
+vehAssigned = Col("Assigned To", ["INC-4421", "—", "INC-4418", "INC-4415", "INC-4412", "—"])
+reportsHeading = Heading("Citizen Reports (Live Feed)", "h3")
+reportsTable = Table([repTime, repCategory, repDetail, repLocation, repStatus])
+repTime = Col("Time", ["10:04", "09:58", "09:51", "09:47", "09:33", "09:28"])
+repCategory = Col("Category", ["Pothole", "Graffiti", "Streetlight out", "Noise complaint", "Illegal dumping", "Sidewalk damage"])
+repDetail = Col("Detail", ["Large pothole near bus stop", "Tag on underpass wall", "3 lights dark on Elm St", "Construction after hours", "Debris behind mall", "Cracked slab near school"])
+repLocation = Col("Location", ["Maple & 3rd", "Riverside Underpass", "Elm St 200 block", "North End Zone B", "Westside Commercial", "Oak Elementary"])
+repStatus = Col("Status", ["New", "New", "Acknowledged", "New", "Under review", "Acknowledged"])
+tabInfra = TabItem("infra", "Infrastructure", [parkingHeading, parkingChart, roadworksHeading, roadworksTable, maintenanceHeading, maintenanceTable, backlogHeading, backlogChart])
+parkingHeading = Heading("Downtown Parking Availability", "h3")
+parkingChart = HorizontalBarChart(["City Center Garage", "Market Square Lot", "Harbor Deck", "Library Underground", "Transit Hub Lot"], [parkingSeries], "grouped", "Facility", "Spaces Available")
+parkingSeries = Series("Available", [142, 67, 203, 38, 89])
+roadworksHeading = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwProject, rwRoad, rwStart, rwEnd, rwImpact, rwContractor])
+rwProject = Col("Project", ["Resurfacing", "Utility upgrade", "Lane widening", "Bridge repair", "Drainage overhaul"])
+rwRoad = Col("Road", ["Main St (2nd–8th)", "Harbor Blvd", "Route 1 South", "Oak St Bridge", "Riverside Dr"])
+rwStart = Col("Start", ["Jun 3", "Jun 10", "Jun 14", "Jun 18", "Jun 22"])
+rwEnd = Col("End", ["Jun 9", "Jun 28", "Jul 2", "Jul 15", "Jun 30"])
+rwImpact = Col("Impact", ["Lane closure", ["Full closure (nights)", "Single lane", "Shoulder work", "Detour required"]])
+rwContractor = Col("Contractor", ["MetroPave Inc", "CityWorks", "StateHighway Co", "BridgeTech", "AquaDrain"])
+maintenanceHeading = Heading("Infrastructure Maintenance Due", "h3")
+maintenanceTable = Table([maintAsset, maintType, maintDue, maintPriority, maintLast])
+maintAsset = Col("Asset", ["Water Pump Station 3", "Traffic Signal Grid 12", "HVAC City Hall", "Elevator Transit Hub", "Storm Drain Sector 5"])
+maintType = Col("Type", ["Mechanical", "Electrical", "HVAC", "Mechanical", "Civil"])
+maintDue = Col("Due Date", ["Jun 2", "Jun 5", "Jun 8", "Jun 12", "Jun 15"])
+maintPriority = Col("Priority", ["Critical", "High", "Medium", "High", "Medium"])
+maintLast = Col("Last Service", ["Mar 1", "Jan 15", "Nov 20", "Feb 8", "Apr 3"])
+backlogHeading = Heading("Service Request Backlog", "h3")
+backlogChart = BarChart(["Potholes", "Streetlights", "Graffiti", "Trees", "Drainage", "Signage", "Other"], [backlogSeries], "grouped", "Category", "Open Requests")
+backlogSeries = Series("Open", [234, 89, 56, 41, 73, 28, 62])
+tabEvents = TabItem("events", "Events This Weekend", [eventsHeading, eventsTable])
+eventsHeading = Heading("Public Events — Sat & Sun", "h3")
+eventsTable = Table([evName, evDate, evTime, evLocation, evAttendees, evImpact])
+evName = Col("Event", ["Summer Street Festival", "Farmers Market", "Charity 5K Run", "Outdoor Concert", "Art Walk"])
+evDate = Col("Date", ["Sat Jun 1", "Sat Jun 1", "Sun Jun 2", "Sun Jun 2", "Sat–Sun"])
+evTime = Col("Time", ["10:00–20:00", "07:00–14:00", "08:00–11:00", "17:00–22:00", "11:00–18:00"])
+evLocation = Col("Location", ["Main St (closed)", ["Market Square", "Riverside Park", "Harbor Amphitheater", "Gallery District"]])
+evAttendees = Col("Est. Attendance", ["12,000", "3,500", "2,000", "8,000", "5,000"])
+evImpact = Col("Traffic Impact", ["High — road closures", "Low", "Medium — route diversion", "Medium — parking demand", "Low"])
+actionHeading = Heading("Operator Actions", "h3")
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on District", districtSelect, "Filter all panels to a single district")
+districtSelect = Select("district", [distDowntown, distRiverside, distNorth, distIndustrial, distWestside, distHarbor], "Select a district")
+distDowntown = SelectItem("downtown", "Downtown")
+distRiverside = SelectItem("riverside", "Riverside")
+distNorth = SelectItem("north-end", "North End")
+distIndustrial = SelectItem("industrial", "Industrial Park")
+distWestside = SelectItem("westside", "Westside")
+distHarbor = SelectItem("harbor", "Harbor")
+districtButtons = Buttons([districtGo])
+districtGo = Button("Focus District", null, "primary")
+dispatchDialog = DialogBlock("Dispatch Crew", "Dispatch a Crew", "Assign a field crew to an incident or location", [dispatchForm])
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispatchIncident, dispatchCrew, dispatchPriority, dispatchNotes])
+dispatchIncident = FormControl("Incident / Location", dispatchIncidentInput)
+dispatchIncidentInput = Input("incident_ref", "INC-XXXX or address")
+dispatchCrew = FormControl("Crew", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew", [crewA, crewB, crewC, crewD], "Select available crew")
+crewA = SelectItem("crew-alpha", "Crew Alpha — Water/Sewer")
+crewB = SelectItem("crew-bravo", "Crew Bravo — Electrical")
+crewC = SelectItem("crew-charlie", "Crew Charlie — Roads")
+crewD = SelectItem("crew-delta", "Crew Delta — General")
+dispatchPriority = FormControl("Priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("priority", [prioCritical, prioHigh, prioMedium, prioLow], "high")
+prioCritical = RadioItem("Critical", "Immediate response", "critical")
+prioHigh = RadioItem("High", "Within 1 hour", "high")
+prioMedium = RadioItem("Medium", "Within 4 hours", "medium")
+prioLow = RadioItem("Low", "Next business day", "low")
+dispatchNotes = FormControl("Notes", dispatchNotesArea)
+dispatchNotesArea = TextArea("notes", "Additional instructions for the crew…", 3)
+dispatchButtons = Buttons([dispatchConfirm, dispatchCancel])
+dispatchConfirm = Button("Dispatch", null, "primary")
+dispatchCancel = Button("Cancel", null, "tertiary")
+alertDialog = DialogBlock("Send Public Alert", "Send Public Alert", "Broadcast a message to citizens via app, SMS, and signage", [alertForm])
+alertForm = Form("public-alert", alertButtons, [alertSeverity, alertDistrict, alertMessage])
+alertSeverity = FormControl("Alert Severity", alertSeveritySelect)
+alertSeveritySelect = Select("severity", [sevAdvisory, sevWarning, sevEmergency], "Select severity")
+sevAdvisory = SelectItem("advisory", "Advisory — informational")
+sevWarning = SelectItem("warning", "Warning — action recommended")
+sevEmergency = SelectItem("emergency", "Emergency — immediate action required")
+alertDistrict = FormControl("Target District", alertDistrictSelect)
+alertDistrictSelect = Select("alert_district", [alertAll, alertDowntown, alertRiverside, alertNorth, alertIndustrial, alertWestside, alertHarbor], "All districts")
+alertAll = SelectItem("all", "All Districts")
+alertDowntown = SelectItem("downtown", "Downtown")
+alertRiverside = SelectItem("riverside", "Riverside")
+alertNorth = SelectItem("north-end", "North End")
+alertIndustrial = SelectItem("industrial", "Industrial Park")
+alertWestside = SelectItem("westside", "Westside")
+alertHarbor = SelectItem("harbor", "Harbor")
+alertMessage = FormControl("Message", alertMessageArea, "Max 200 characters for SMS delivery")
+alertMessageArea = TextArea("alert_message", "Enter alert message for citizens…", 4)
+alertButtons = Buttons([alertSend, alertCancel])
+alertSend = Button("Send Alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show detailed map of open incidents")
+fu2 = FollowUpItem("Compare energy use to last week")
+fu3 = FollowUpItem("Generate shift handover report")
+fu4 = FollowUpItem("Escalate INC-4418 to regional command")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r3.txt
new file mode 100644
index 000000000..bed9cebe1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r3.txt
@@ -0,0 +1,127 @@
+
+
+root = Card([header, overviewRow, mainTabs, actionRow, followUps])
+header = CardHeader("City Operations Center", "Real-time municipal dashboard — updated 30s ago")
+overviewRow = Card([weatherBlock, congestionBlock, districtForm], "clear", "row", "m")
+weatherBlock = Card([weatherTitle, weatherText], "sunk", "column", "xs")
+weatherTitle = Heading("Weather", "h4")
+weatherText = TextContent("☀️ 24°C, Wind NW 12 km/h, Humidity 48%, UV Index 6. No precipitation expected before 18:00.")
+congestionBlock = Card([congestionTitle, congestionBar, congestionNote], "sunk", "column", "xs")
+congestionTitle = Heading("Congestion Index", "h4")
+congestionBar = Progress(72, "City-wide: 72% — Heavy")
+congestionNote = TextContent("Worst corridors: A4 Eastbound (91%), Ring Road South (85%), Central Bridge (82%)", "small")
+districtForm = Card([districtTitle, districtSelectControl], "sunk", "column", "xs")
+districtTitle = Heading("Focus District", "h4")
+districtSelectControl = Select("district", [d1, d2, d3, d4, d5, d6], "All districts")
+d1 = SelectItem("north", "North District")
+d2 = SelectItem("south", "South District")
+d3 = SelectItem("east", "East District")
+d4 = SelectItem("west", "West District")
+d5 = SelectItem("central", "Central / Downtown")
+d6 = SelectItem("harbor", "Harbor District")
+mainTabs = Tabs([tabTraffic, tabEnvironment, tabIncidents, tabServices])
+tabTraffic = TabItem("traffic", "Traffic & Transit", [transitHeader, transitChart, parkingHeader, parkingChart, roadworksHeader, roadworksTable])
+transitHeader = Heading("Transit Punctuality — On-Time %", "h3")
+transitChart = BarChart(["Metro A", "Metro B", "Bus 12", "Bus 45", "Tram 3", "Ferry"], [transitSeries], "grouped", "Line", "% On-Time")
+transitSeries = Series("This Hour", [94, 88, 76, 82, 91, 97])
+parkingHeader = Heading("Downtown Parking Availability", "h3")
+parkingChart = HorizontalBarChart(["City Hall Garage", "Market Sq.", "Riverside Lot", "Station P+R", "Theater Deck"], [parkingSeries], "grouped", "Garage", "Spaces Free")
+parkingSeries = Series("Available", [42, 118, 203, 67, 15])
+roadworksHeader = Heading("Roadworks Planned This Month", "h3")
+roadworksTable = Table([rwRoad, rwType, rwStart, rwEnd, rwImpact])
+rwRoad = Col("Road", ["A4 Eastbound", "Elm Street", "Harbor Blvd", "Ring Rd South", "Oak Avenue"])
+rwType = Col("Type", ["Resurfacing", "Utility trench", "Lane widening", "Bridge repair", "Cycle path"])
+rwStart = Col("Start", ["Jun 3", "Jun 7", "Jun 10", "Jun 14", "Jun 21"])
+rwEnd = Col("End", ["Jun 12", "Jun 9", "Jun 28", "Jul 2", "Jun 30"])
+rwImpact = Col("Impact", ["High", "Medium", "High", "Medium", "Low"])
+tabEnvironment = TabItem("environment", "Environment & Utilities", [aqHeader, aqChart, energyHeader, energyChart, waterHeader, waterBar, waterNote])
+aqHeader = Heading("Air Quality Index by District", "h3")
+aqChart = HorizontalBarChart(["North", "South", "East", "West", "Central", "Harbor"], [aqSeries], "grouped", "District", "AQI")
+aqSeries = Series("AQI", [42, 58, 71, 35, 89, 47])
+energyHeader = Heading("Energy Consumption — Past 7 Days (MWh)", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City Grid Load", [1420, 1385, 1510, 1490, 1560, 1210, 1180])
+waterHeader = Heading("Water Use Today", "h3")
+waterBar = Progress(64, "38.4 ML of 60 ML daily capacity")
+waterNote = TextContent("Peak demand expected 17:00–19:00. Reservoir levels: North 82%, South 74%, Central 91%.", "small")
+tabIncidents = TabItem("incidents", "Incidents & Emergency", [incHeader, incTable, emHeader, emTable, crHeader, crList])
+incHeader = Heading("Open Incidents", "h3")
+incTable = Table([incId, incLoc, incSev, incStatus, incTime])
+incId = Col("ID", ["INC-4421", "INC-4418", "INC-4415", "INC-4409", "INC-4402"])
+incLoc = Col("Location", ["A4 / Exit 12", "Market Square", "Harbor Pier 3", "Elm St & 5th Ave", "Central Station"])
+incSev = Col("Severity", ["Critical", "High", "Medium", "Medium", "Low"])
+incStatus = Col("Status", ["Responding", "Contained", "Monitoring", "Crew en route", "Resolved pending"])
+incTime = Col("Reported", ["08:12", "07:45", "06:30", "05:58", "Yesterday 22:10"])
+emHeader = Heading("Emergency Vehicle Deployment", "h3")
+emTable = Table([emUnit, emType, emLoc, emStatus])
+emUnit = Col("Unit", ["Engine 7", "Ladder 3", "Medic 12", "Medic 5", "Rescue 1", "Engine 2"])
+emType = Col("Type", ["Fire", "Fire", "EMS", "EMS", "Technical Rescue", "Fire"])
+emLoc = Col("Position", ["A4 / Exit 12", "Harbor Pier 3", "Market Square", "Central Station", "Standby — Depot N", "Standby — Depot S"])
+emStatus = Col("Status", ["On scene", "En route", "On scene", "Transporting", "Available", "Available"])
+crHeader = Heading("Citizen Reports (Live Feed)", "h3")
+crList = ListBlock([cr1, cr2, cr3, cr4, cr5], "number")
+cr1 = ListItem("Pothole on Oak Ave near #42", "Reported 4 min ago — East District")
+cr2 = ListItem("Streetlight out on Riverside Walk", "Reported 11 min ago — Harbor District")
+cr3 = ListItem("Water leak at Elm St & 3rd", "Reported 18 min ago — Central")
+cr4 = ListItem("Graffiti on transit shelter, Bus 12 route", "Reported 25 min ago — North District")
+cr5 = ListItem("Loud construction noise after hours", "Reported 32 min ago — South District")
+tabServices = TabItem("services", "Services & Events", [bkHeader, bkChart, evHeader, evList, mtHeader, mtTable])
+bkHeader = Heading("Service Request Backlog by Category", "h3")
+bkChart = BarChart(["Roads", "Sanitation", "Parks", "Water", "Electrical", "Permits"], [bkSeries], "grouped", "Category", "Open Requests")
+bkSeries = Series("Backlog", [234, 187, 92, 145, 63, 310])
+evHeader = Heading("Public Events This Weekend", "h3")
+evList = ListBlock([ev1, ev2, ev3, ev4], "number")
+ev1 = ListItem("Summer Music Festival", "Sat–Sun, Riverside Park, est. 25,000 attendees")
+ev2 = ListItem("Farmers Market Extended Hours", "Sat 08:00–16:00, Market Square")
+ev3 = ListItem("Charity Run 10K", "Sun 07:00, Central Loop — road closures 06:30–10:00")
+ev4 = ListItem("Outdoor Cinema Night", "Sun 20:00, Harbor Amphitheater, est. 2,000 attendees")
+mtHeader = Heading("Infrastructure Maintenance Due", "h3")
+mtTable = Table([mtAsset, mtType, mtDue, mtPriority])
+mtAsset = Col("Asset", ["Bridge B-14 (Central)", "Pump Station PS-7", "Traffic Ctrl Unit TC-22", "Water Main WM-301", "Substation SUB-North"])
+mtType = Col("Maintenance", ["Structural inspection", "Impeller replacement", "Firmware update", "Valve overhaul", "Transformer service"])
+mtDue = Col("Due", ["Jun 5", "Jun 8", "Jun 6", "Jun 12", "Jun 15"])
+mtPriority = Col("Priority", ["High", "Critical", "Medium", "High", "Medium"])
+actionRow = Card([dispatchBtn, alertBtn], "clear", "row", "m")
+dispatchBtn = DialogBlock("Dispatch Crew", "Dispatch a Crew", "Assign a response team to an incident or location.", [dispatchForm], "primary")
+dispatchForm = Form("dispatch", dispatchButtons, [dispatchCrewField, dispatchLocField, dispatchIncField, dispatchNoteField])
+dispatchCrewField = FormControl("Crew / Unit", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew", [crew1, crew2, crew3, crew4], "Select unit")
+crew1 = SelectItem("engine7", "Engine 7 — Fire")
+crew2 = SelectItem("medic12", "Medic 12 — EMS")
+crew3 = SelectItem("roads1", "Roads Crew 1 — Public Works")
+crew4 = SelectItem("water2", "Water Crew 2 — Utilities")
+dispatchLocField = FormControl("Location", dispatchLocInput)
+dispatchLocInput = Input("location", "e.g. A4 / Exit 12")
+dispatchIncField = FormControl("Linked Incident (optional)", dispatchIncInput)
+dispatchIncInput = Input("incident_id", "e.g. INC-4421")
+dispatchNoteField = FormControl("Dispatch Notes", dispatchNoteArea)
+dispatchNoteArea = TextArea("notes", "Additional instructions for the crew...", 3)
+dispatchButtons = Buttons([dispatchSubmit, dispatchCancel])
+dispatchSubmit = Button("Dispatch", null, "primary")
+dispatchCancel = Button("Cancel", null, "tertiary")
+alertBtn = DialogBlock("Send Public Alert", "Issue Public Alert", "Broadcast a message to citizens via app, SMS, and signage.", [alertForm], "destructive")
+alertForm = Form("public-alert", alertButtons, [alertSevField, alertZoneField, alertMsgField])
+alertSevField = FormControl("Severity", alertSevRadio)
+alertSevRadio = RadioGroup("severity", [sevAdv, sevWarn, sevEmerg], "advisory")
+sevAdv = RadioItem("Advisory", "Informational, no action needed", "advisory")
+sevWarn = RadioItem("Warning", "Caution advised, possible disruption", "warning")
+sevEmerg = RadioItem("Emergency", "Immediate action required", "emergency")
+alertZoneField = FormControl("Target Zone", alertZoneSelect)
+alertZoneSelect = Select("zone", [zoneAll, zoneN, zoneS, zoneE, zoneW, zoneC, zoneH], "All zones")
+zoneAll = SelectItem("all", "City-wide")
+zoneN = SelectItem("north", "North District")
+zoneS = SelectItem("south", "South District")
+zoneE = SelectItem("east", "East District")
+zoneW = SelectItem("west", "West District")
+zoneC = SelectItem("central", "Central / Downtown")
+zoneH = SelectItem("harbor", "Harbor District")
+alertMsgField = FormControl("Alert Message", alertMsgArea, "Max 280 characters. Will appear on all channels.")
+alertMsgArea = TextArea("message", "e.g. Boil water advisory in effect for East District until further notice.", 4)
+alertButtons = Buttons([alertSubmit, alertCancel])
+alertSubmit = Button("Send Alert", null, "primary", "destructive")
+alertCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show congestion trend for the past 24 hours")
+fu2 = FollowUpItem("List all critical incidents older than 2 hours")
+fu3 = FollowUpItem("Compare energy use to last week")
+fu4 = FollowUpItem("Generate a shift handover summary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r4.txt
new file mode 100644
index 000000000..1768f7b61
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-city__r4.txt
@@ -0,0 +1,193 @@
+
+
+root = Card([header, alertBanner, tabs])
+header = CardHeader("City Operations Center", "Real-time monitoring & dispatch — Updated 2 min ago")
+alertBanner = Callout("warning", "Active Alert", "Heat advisory in effect until 20:00. Cooling centers open in Districts 3 and 7.")
+tabs = Tabs([tabOverview, tabUtilities, tabIncidents, tabInfrastructure, tabCityLife, tabActions])
+
+tabOverview = TabItem("overview", "Live Overview", [weatherBlock, sep1, congestionSection, sep2, transitSection, sep3, airQualitySection])
+weatherBlock = Card([weatherHeader, weatherContent], "sunk", "row", "l")
+weatherHeader = CardHeader("Current Weather", null)
+weatherContent = TextContent("☀️ **34°C** — Clear skies, humidity 28%, wind NW 12 km/h. UV Index: 8 (Very High). Sunset at 20:42.", "large")
+sep1 = Separator()
+congestionSection = Card([congestionHeader, congestionBars], "clear", "column", "m")
+congestionHeader = Heading("Traffic Congestion — Right Now", "h3")
+congestionBars = Card([congOverall, congHighway, congArterial, congLocal], "clear", "column", "s")
+congOverall = Progress(72, "City-wide average: 72% (Heavy)")
+congHighway = Progress(85, "Highways: 85% (Severe)")
+congArterial = Progress(64, "Arterial roads: 64% (Moderate)")
+congLocal = Progress(41, "Local streets: 41% (Light)")
+sep2 = Separator()
+transitSection = Card([transitHeader, transitChart], "clear", "column", "m")
+transitHeader = Heading("Transit Punctuality — Today", "h3")
+transitChart = BarChart(["Bus", "Metro", "Tram", "Ferry", "Rail"], [onTimeSeries, delayedSeries], "grouped", "Mode", "%")
+onTimeSeries = Series("On Time", [82, 94, 78, 91, 88])
+delayedSeries = Series("Delayed >5 min", [12, 4, 15, 6, 9])
+sep3 = Separator()
+airQualitySection = Card([airHeader, airChart], "clear", "column", "m")
+airHeader = Heading("Air Quality Index by District", "h3")
+airChart = HorizontalBarChart(["Downtown", "North End", "Eastside", "Westgate", "Southport", "Midtown", "Harbor"], [aqiSeries], "grouped", "District", "AQI")
+aqiSeries = Series("AQI", [142, 68, 95, 73, 110, 88, 54])
+
+tabUtilities = TabItem("utilities", "Energy & Water", [energySection, sepU1, waterSection])
+energySection = Card([energyHeader, energyChart, energyNote], "clear", "column", "m")
+energyHeader = Heading("Energy Consumption — Past 7 Days", "h3")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energyResSeries, energyComSeries], "natural", "Day", "MWh")
+energyResSeries = Series("Residential", [420, 435, 410, 448, 462, 390, 375])
+energyComSeries = Series("Commercial", [610, 625, 640, 655, 630, 380, 340])
+energyNote = TextCallout("info", "Peak demand", "Thursday 18:00 hit 1,103 MWh — 4% above seasonal norm. Grid stable.")
+sepU1 = Separator()
+waterSection = Card([waterHeader, waterGauges, waterNote], "clear", "column", "m")
+waterHeader = Heading("Water Use — Today", "h3")
+waterGauges = Card([waterTotal, waterRes, waterCom, waterInd], "clear", "column", "s")
+waterTotal = Progress(68, "Total system: 68% of daily capacity (342 ML used)")
+waterRes = Progress(74, "Residential: 74% of allocation")
+waterCom = Progress(61, "Commercial: 61% of allocation")
+waterInd = Progress(52, "Industrial: 52% of allocation")
+waterNote = TextCallout("warning", "Elevated usage", "Residential demand 12% above average due to heat. Conservation advisory active.")
+
+tabIncidents = TabItem("incidents", "Incidents & Emergency", [incidentsSection, sepI1, emergencySection, sepI2, citizenSection])
+incidentsSection = Card([incidentsHeader, incidentsTable], "clear", "column", "m")
+incidentsHeader = Heading("Open Incidents", "h3")
+incidentsTable = Table([incId, incType, incLocation, incSeverity, incStatus, incTime])
+incId = Col("ID", ["INC-4201", "INC-4202", "INC-4203", "INC-4204", "INC-4205", "INC-4206"])
+incType = Col("Type", ["Water main break", "Traffic signal failure", "Gas leak", "Structural damage", "Power outage", "Flooding"])
+incLocation = Col("Location", ["5th Ave & Oak St", "Harbor Blvd & 12th", "Elm District, Block 7", "Westgate Overpass", "Southport Substation", "Riverside Dr, Mile 3"])
+incSeverity = Col("Severity", ["High", "Medium", "Critical", "High", "Medium", "Low"])
+incStatus = Col("Status", ["Crew on site", "Awaiting dispatch", "Contained, monitoring", "Under repair", "Investigating", "Monitoring"])
+incTime = Col("Reported", ["06:12", "07:45", "03:20", "08:30", "09:15", "10:02"])
+sepI1 = Separator()
+emergencySection = Card([emergencyHeader, emergencyTable], "clear", "column", "m")
+emergencyHeader = Heading("Emergency Vehicle Deployment", "h3")
+emergencyTable = Table([evUnit, evType, evLocation, evStatus, evDispatched])
+evUnit = Col("Unit", ["E-12", "E-07", "L-03", "M-21", "E-15", "L-09"])
+evType = Col("Type", ["Engine", "Engine", "Ladder", "Medic", "Engine", "Ladder"])
+evLocation = Col("Position", ["5th Ave & Oak St", "Harbor Blvd & 12th", "Westgate Overpass", "En route — Southport", "Station 4 (Staged)", "Station 7 (Staged)"])
+evStatus = Col("Status", ["Active", "Active", "Active", "Responding", "Standby", "Standby"])
+evDispatched = Col("Dispatched", ["06:15", "07:50", "08:35", "09:20", "—", "—"])
+sepI2 = Separator()
+citizenSection = Card([citizenHeader, citizenList], "clear", "column", "m")
+citizenHeader = Heading("Citizen Reports — Live Feed", "h3")
+citizenList = ListBlock([cit1, cit2, cit3, cit4, cit5], "number")
+cit1 = ListItem("Pothole on Maple St near #240", "Reported 3 min ago — District 4")
+cit2 = ListItem("Streetlight out on Harbor Blvd", "Reported 8 min ago — District 2")
+cit3 = ListItem("Loud construction noise after hours", "Reported 12 min ago — District 6")
+cit4 = ListItem("Overflowing bin at Central Park entrance", "Reported 18 min ago — District 1")
+cit5 = ListItem("Suspicious package at bus stop #44", "Reported 22 min ago — District 3")
+
+tabInfrastructure = TabItem("infrastructure", "Infrastructure", [roadworksSection, sepInf1, maintenanceSection, sepInf2, backlogSection])
+roadworksSection = Card([roadworksHeader, roadworksTable], "clear", "column", "m")
+roadworksHeader = Heading("Roadworks Planned — This Month", "h3")
+roadworksTable = Table([rwProject, rwLocation, rwStart, rwEnd, rwImpact])
+rwProject = Col("Project", ["Resurfacing", "Sewer upgrade", "Bridge inspection", "Lane widening", "Signal upgrade"])
+rwLocation = Col("Location", ["Oak St (5th–9th Ave)", "Elm District Block 3", "Westgate Overpass", "Harbor Blvd South", "12 intersections, Midtown"])
+rwStart = Col("Start", ["Jun 18", "Jun 20", "Jun 22", "Jun 25", "Jul 1"])
+rwEnd = Col("End", ["Jun 28", "Jul 15", "Jun 23", "Jul 20", "Jul 10"])
+rwImpact = Col("Impact", ["1 lane closed", "Full closure nights", "Shoulder only", "1 lane closed", "Intermittent delays"])
+sepInf1 = Separator()
+maintenanceSection = Card([maintHeader, maintTable], "clear", "column", "m")
+maintHeader = Heading("Infrastructure Maintenance Due", "h3")
+maintTable = Table([maintAsset, maintType, maintDue, maintPriority, maintZone])
+maintAsset = Col("Asset", ["Pump Station 7", "Transformer T-142", "Water Tower WT-3", "Bridge B-09 bearings", "HVAC — City Hall"])
+maintType = Col("Type", ["Mechanical overhaul", "Inspection & testing", "Structural coating", "Replacement", "Filter & coolant swap"])
+maintDue = Col("Due Date", ["Jun 19", "Jun 21", "Jun 25", "Jul 2", "Jul 5"])
+maintPriority = Col("Priority", ["High", "Critical", "Medium", "High", "Low"])
+maintZone = Col("Zone", ["Southport", "Downtown", "North End", "Westgate", "Midtown"])
+sepInf2 = Separator()
+backlogSection = Card([backlogHeader, backlogChart, backlogNote], "clear", "column", "m")
+backlogHeader = Heading("Service Request Backlog", "h3")
+backlogChart = BarChart(["Potholes", "Graffiti", "Streetlights", "Drainage", "Trees", "Noise", "Other"], [backlogSeries], "grouped", "Category", "Open requests")
+backlogSeries = Series("Open", [142, 87, 63, 51, 44, 38, 29])
+backlogNote = TextCallout("info", "Backlog trend", "Total open: 454. Down 8% from last week. Average resolution time: 4.2 days.")
+
+tabCityLife = TabItem("citylife", "Parking & Events", [parkingSection, sepCL1, eventsSection])
+parkingSection = Card([parkingHeader, parkingTable, parkingNote], "clear", "column", "m")
+parkingHeader = Heading("Parking Availability — Downtown", "h3")
+parkingTable = Table([pkLot, pkTotal, pkAvail, pkPct, pkStatus])
+pkLot = Col("Lot / Garage", ["Central Plaza Garage", "City Hall Underground", "Market St Lot", "Riverside Deck", "Station North"])
+pkTotal = Col("Capacity", [850, 420, 310, 600, 500])
+pkAvail = Col("Available", [124, 38, 87, 210, 15])
+pkPct = Col("% Free", ["15%", "9%", "28%", "35%", "3%"])
+pkStatus = Col("Status", ["Filling fast", "Nearly full", "Moderate", "Good availability", "Full — redirecting"])
+parkingNote = TextCallout("warning", "High demand", "Downtown occupancy at 82%. Event traffic expected to increase after 17:00.")
+sepCL1 = Separator()
+eventsSection = Card([eventsHeader, eventsList], "clear", "column", "m")
+eventsHeader = Heading("Public Events — This Weekend", "h3")
+eventsList = ListBlock([ev1, ev2, ev3, ev4, ev5], "number")
+ev1 = ListItem("Summer Music Festival", "Sat–Sun, Central Park — Est. 25,000 attendees")
+ev2 = ListItem("Farmers Market Extended Hours", "Sat 08:00–16:00, Market Square")
+ev3 = ListItem("Charity Fun Run 10K", "Sun 07:00, Riverside Dr — Road closures 06:00–10:00")
+ev4 = ListItem("Outdoor Cinema Night", "Sat 21:00, Harbor Amphitheater — Est. 3,000")
+ev5 = ListItem("Youth Sports Tournament", "Sat–Sun, Westgate Complex — Est. 5,000")
+
+tabActions = TabItem("actions", "Actions & Dispatch", [districtSection, sepA1, dispatchSection, sepA2, alertSection])
+districtSection = Card([districtHeader, districtForm], "clear", "column", "m")
+districtHeader = Heading("Focus on a District", "h3")
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Select district to view detailed metrics", districtSelect)
+districtSelect = Select("district", [d1, d2, d3, d4, d5, d6, d7], "Choose a district")
+d1 = SelectItem("downtown", "Downtown (District 1)")
+d2 = SelectItem("harbor", "Harbor (District 2)")
+d3 = SelectItem("southport", "Southport (District 3)")
+d4 = SelectItem("eastside", "Eastside (District 4)")
+d5 = SelectItem("westgate", "Westgate (District 5)")
+d6 = SelectItem("midtown", "Midtown (District 6)")
+d7 = SelectItem("northend", "North End (District 7)")
+districtButtons = Buttons([districtGoBtn])
+districtGoBtn = Button("Load District View", null, "primary")
+sepA1 = Separator()
+dispatchSection = Card([dispatchHeader, dispatchForm], "clear", "column", "m")
+dispatchHeader = Heading("Dispatch a Crew", "h3")
+dispatchForm = Form("dispatch-crew", dispatchButtons, [crewTypeField, crewZoneField, crewPriorityField, crewNotesField])
+crewTypeField = FormControl("Crew type", crewTypeSelect)
+crewTypeSelect = Select("crew_type", [ct1, ct2, ct3, ct4, ct5], "Select crew")
+ct1 = SelectItem("electrical", "Electrical")
+ct2 = SelectItem("plumbing", "Plumbing / Water")
+ct3 = SelectItem("road", "Road & Paving")
+ct4 = SelectItem("parks", "Parks & Green Space")
+ct5 = SelectItem("general", "General Maintenance")
+crewZoneField = FormControl("Dispatch zone", crewZoneSelect)
+crewZoneSelect = Select("zone", [z1, z2, z3, z4, z5, z6, z7], "Select zone")
+z1 = SelectItem("downtown", "Downtown")
+z2 = SelectItem("harbor", "Harbor")
+z3 = SelectItem("southport", "Southport")
+z4 = SelectItem("eastside", "Eastside")
+z5 = SelectItem("westgate", "Westgate")
+z6 = SelectItem("midtown", "Midtown")
+z7 = SelectItem("northend", "North End")
+crewPriorityField = FormControl("Priority", crewPriorityRadio)
+crewPriorityRadio = RadioGroup("priority", [pr1, pr2, pr3], "medium")
+pr1 = RadioItem("Urgent", "Immediate response required", "urgent")
+pr2 = RadioItem("Medium", "Respond within 2 hours", "medium")
+pr3 = RadioItem("Low", "Schedule within 24 hours", "low")
+crewNotesField = FormControl("Additional notes", crewNotesInput, "Optional context for the crew")
+crewNotesInput = TextArea("notes", "Describe the issue or location details...", 3)
+dispatchButtons = Buttons([dispatchBtn, dispatchCancelBtn])
+dispatchBtn = Button("Dispatch Crew", null, "primary")
+dispatchCancelBtn = Button("Cancel", null, "tertiary")
+sepA2 = Separator()
+alertSection = Card([alertHeader, alertForm], "clear", "column", "m")
+alertHeader = Heading("Send Public Alert", "h3")
+alertForm = Form("public-alert", alertButtons, [alertTypeField, alertMsgField, alertDistrictField])
+alertTypeField = FormControl("Alert type", alertTypeSelect)
+alertTypeSelect = Select("alert_type", [at1, at2, at3, at4], "Select type")
+at1 = SelectItem("weather", "Weather Advisory")
+at2 = SelectItem("traffic", "Traffic / Road Closure")
+at3 = SelectItem("safety", "Public Safety")
+at4 = SelectItem("utility", "Utility Disruption")
+alertMsgField = FormControl("Message", alertMsgInput, "Max 280 characters. Will be broadcast to all subscribed citizens.")
+alertMsgInput = TextArea("alert_message", "Type your public alert message here...", 4)
+alertDistrictField = FormControl("Target area", alertDistrictSelect)
+alertDistrictSelect = Select("alert_district", [ad0, ad1, ad2, ad3, ad4, ad5, ad6, ad7], "Select area")
+ad0 = SelectItem("all", "All Districts")
+ad1 = SelectItem("downtown", "Downtown")
+ad2 = SelectItem("harbor", "Harbor")
+ad3 = SelectItem("southport", "Southport")
+ad4 = SelectItem("eastside", "Eastside")
+ad5 = SelectItem("westgate", "Westgate")
+ad6 = SelectItem("midtown", "Midtown")
+ad7 = SelectItem("northend", "North End")
+alertButtons = Buttons([alertSendBtn, alertPreviewBtn, alertCancelBtn])
+alertSendBtn = Button("Send Alert", null, "primary", "destructive")
+alertPreviewBtn = Button("Preview", null, "secondary")
+alertCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..a407e4d84
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r1.txt
@@ -0,0 +1,187 @@
+
+
+root = Card([header, alert, tabs, followUp])
+header = CardHeader("Emergency Response Coordination Center", "Live operational dashboard — updated 2 min ago")
+alert = Alert("Active Emergency", "3 critical incidents in progress. All units on high alert.", "destructive")
+tabs = Tabs([tabIncidents, tabResources, tabInfrastructure, tabOperations, tabActions])
+followUp = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed map of Zone B incidents")
+fu2 = FollowUpItem("Generate hourly situation summary")
+fu3 = FollowUpItem("Check mutual aid availability from neighboring regions")
+
+tabIncidents = TabItem("incidents", "Incidents & Severity", [incidentsTable, severityChart, rescuedSection])
+incidentsTable = Table([incZone, incType, incSeverity, incStatus, incTime])
+incZone = Col("Zone", ["Zone A — Riverside", "Zone B — Downtown", "Zone C — Hillcrest", "Zone D — Industrial", "Zone E — Northgate"])
+incType = Col("Incident Type", ["Flash Flood", "Structure Fire", "Gas Leak", "Chemical Spill", "Power Outage"])
+incSeverity = Col("Severity", ["Critical", "Critical", "High", "Critical", "Moderate"])
+incStatus = Col("Status", ["Active", "Active", "Contained", "Active", "Monitoring"])
+incTime = Col("Reported", ["06:12", "07:45", "08:30", "09:15", "10:02"])
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [3, 1, 1, 0], "donut")
+rescuedSection = SectionBlock([rescuedItem, casualtiesItem])
+rescuedItem = SectionItem("rescued", "People Rescued: 342", [rescuedTable])
+rescuedTable = Table([resZone, resCount, resMethod])
+resZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"])
+resCount = Col("Rescued", [128, 97, 64, 38, 15])
+resMethod = Col("Primary Method", ["Boat", "Ladder Truck", "Ground Team", "Helicopter", "Ground Team"])
+casualtiesItem = SectionItem("casualties", "Casualties: 14", [casTable])
+casTable = Table([casZone, casInjured, casFatal, casMissing])
+casZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"])
+casInjured = Col("Injured", [4, 3, 2, 1, 0])
+casFatal = Col("Fatal", [1, 1, 0, 1, 0])
+casMissing = Col("Missing", [2, 0, 0, 0, 0])
+
+tabResources = TabItem("resources", "Resources & Personnel", [availTable, volunteersTable, donationsTable, hospitalsTable])
+availTable = Table([resCategory, resType, resTotal, resDeployed, resAvailable])
+resCategory = Col("Category", ["Vehicles", "Vehicles", "Vehicles", "Personnel", "Personnel", "Personnel", "Supplies", "Supplies", "Supplies"])
+resType = Col("Type", ["Fire Engines", "Ambulances", "Rescue Boats", "Firefighters", "Paramedics", "Search & Rescue", "Water (pallets)", "Medical Kits", "Blankets"])
+resTotal = Col("Total", [24, 18, 12, 156, 84, 42, 500, 320, 1200])
+resDeployed = Col("Deployed", [19, 14, 10, 132, 71, 38, 380, 265, 940])
+resAvailable = Col("Available", [5, 4, 2, 24, 13, 4, 120, 55, 260])
+volunteersTable = Table([volName, volRole, volAssignment, volShift])
+volName = Col("Name", ["Maria Santos", "James Okafor", "Linda Chen", "Robert Hayes", "Aisha Patel", "Tom Nguyen", "Grace Kim", "David Osei"])
+volRole = Col("Role", ["Medical", "Logistics", "Communications", "Search & Rescue", "Medical", "Shelter Mgmt", "Logistics", "Search & Rescue"])
+volAssignment = Col("Assignment", ["Zone A Triage", "Supply Depot B", "Comms Center", "Zone B Grid 4", "Zone C Clinic", "Shelter #2", "Supply Depot A", "Zone D Perimeter"])
+volShift = Col("Shift", ["06:00–14:00", "06:00–14:00", "06:00–18:00", "08:00–16:00", "06:00–14:00", "06:00–18:00", "08:00–16:00", "08:00–20:00"])
+donationsTable = Table([donItem, donQty, donSource, donStatus])
+donItem = Col("Item", ["Bottled Water", "Canned Food", "Blankets", "First Aid Kits", "Clothing", "Baby Formula"])
+donQty = Col("Quantity", ["2,400 units", "1,800 cans", "600", "150 kits", "320 bags", "90 boxes"])
+donSource = Col("Source", ["Red Cross", "Local Grocery Chain", "Community Drive", "Pharmacy Network", "Church Group", "NGO Partner"])
+donStatus = Col("Status", ["Received", "Received", "In Transit", "Received", "Sorting", "Received"])
+hospitalsTable = Table([hospName, hospDist, hospBeds, hospFree, hospStatus])
+hospName = Col("Hospital", ["St. Mary General", "Riverside Medical", "Hillcrest Clinic", "County Trauma Center", "Northgate Health"])
+hospDist = Col("Distance", ["2.1 km", "3.4 km", "5.0 km", "7.8 km", "9.2 km"])
+hospBeds = Col("Total Beds", [220, 180, 85, 310, 120])
+hospFree = Col("Free Beds", [34, 12, 8, 52, 28])
+hospStatus = Col("Status", ["Accepting", "Accepting", "Limited", "Accepting", "Accepting"])
+
+tabInfrastructure = TabItem("infra", "Infrastructure & Routes", [sheltersSection, evacSection, weatherSection, commsSection, roadsSection])
+sheltersSection = SectionBlock([shelterItem])
+shelterItem = SectionItem("shelters", "Shelters — Capacity & Occupancy", [shelterTable])
+shelterTable = Table([shName, shZone, shCapacity, shOccupied, shPct])
+shName = Col("Shelter", ["Lincoln High Gym", "Community Center East", "Fairground Pavilion", "St. Paul Church Hall", "Rec Center North"])
+shZone = Col("Zone", ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"])
+shCapacity = Col("Capacity", [400, 250, 600, 150, 300])
+shOccupied = Col("Occupied", [342, 218, 487, 134, 198])
+shPct = Col("Occupancy %", ["86%", "87%", "81%", "89%", "66%"])
+evacSection = SectionBlock([evacItem])
+evacItem = SectionItem("evac", "Evacuation Routes", [evacTable])
+evacTable = Table([evRoute, evFrom, evTo, evStatus, evCapacity])
+evRoute = Col("Route", ["Route 1 — Highway 7 North", "Route 2 — Bridge St Corridor", "Route 3 — Rail Trail Path", "Route 4 — Coastal Road", "Route 5 — Airport Access"])
+evFrom = Col("From", ["Zone A", "Zone B", "Zone C", "Zone D", "Zone E"])
+evTo = Col("To", ["Fairground Pavilion", "Community Center East", "Hillcrest Safe Zone", "County Shelter", "Northgate Rec Center"])
+evStatus = Col("Status", ["Open", "Congested", "Open", "Closed", "Open"])
+evCapacity = Col("Flow Rate", ["1,200/hr", "600/hr", "400/hr", "0/hr", "800/hr"])
+weatherSection = SectionBlock([weatherItem])
+weatherItem = SectionItem("weather", "48-Hour Weather Forecast", [weatherTable])
+weatherTable = Table([wxTime, wxTemp, wxCondition, wxWind, wxPrecip, wxRisk])
+wxTime = Col("Time", ["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"])
+wxTemp = Col("Temp °C", [22, 20, 18, 17, 19, 21, 23, 22, 20])
+wxCondition = Col("Condition", ["Heavy Rain", "Heavy Rain", "Thunderstorm", "Thunderstorm", "Rain", "Overcast", "Partly Cloudy", "Cloudy", "Light Rain"])
+wxWind = Col("Wind km/h", [45, 52, 68, 72, 38, 25, 18, 22, 30])
+wxPrecip = Col("Precip mm", [28, 35, 42, 38, 15, 4, 0, 2, 12])
+wxRisk = Col("Flood Risk", ["Severe", "Severe", "Extreme", "Extreme", "High", "Moderate", "Low", "Low", "Moderate"])
+commsSection = SectionBlock([commsItem])
+commsItem = SectionItem("comms", "Communication Channels", [commsTable])
+commsTable = Table([chName, chType, chStatus, chNote])
+chName = Col("Channel", ["Radio — Primary", "Radio — Backup", "Satellite Phone", "Cell Network", "Internet / Email", "PA System", "Social Media"])
+chType = Col("Type", ["VHF", "UHF", "Iridium", "LTE/5G", "Fiber", "Analog", "Platform"])
+chStatus = Col("Status", ["Operational", "Operational", "Operational", "Degraded", "Operational", "Operational", "Operational"])
+chNote = Col("Note", ["All units reporting", "Standby", "2 units active", "Zone B tower down", "Stable", "3 zones active", "Public updates live"])
+roadsSection = SectionBlock([roadsItem])
+roadsItem = SectionItem("roads", "Roads Closed", [roadsTable])
+roadsTable = Table([rdName, rdZone, rdReason, rdSince, rdAlt])
+rdName = Col("Road", ["Bridge Street", "Industrial Ave", "Riverside Drive", "Hillcrest Pass", "Airport Connector"])
+rdZone = Col("Zone", ["Zone B", "Zone D", "Zone A", "Zone C", "Zone E"])
+rdReason = Col("Reason", ["Structural Damage", "Chemical Spill", "Flooding", "Landslide Risk", "Debris"])
+rdSince = Col("Closed Since", ["06:30", "09:20", "06:15", "10:45", "08:00"])
+rdAlt = Col("Alternate", ["Detour via Oak St", "Use Route 9", "Boat transport only", "None — isolated", "Route 5 open"])
+
+tabOperations = TabItem("ops", "Operations & Tasks", [aidSection, tasksSection])
+aidSection = SectionBlock([aidItem])
+aidItem = SectionItem("aid", "Aid Requests Awaiting Action (7 pending)", [aidTable])
+aidTable = Table([aidId, aidZone, aidType, aidPriority, aidRequested, aidStatus])
+aidId = Col("ID", ["AR-041", "AR-042", "AR-043", "AR-044", "AR-045", "AR-046", "AR-047"])
+aidZone = Col("Zone", ["Zone A", "Zone B", "Zone B", "Zone C", "Zone D", "Zone D", "Zone E"])
+aidType = Col("Request", ["3 rescue boats", "Insulin supply", "Generator fuel", "Wheelchair access", "Hazmat team", "Structural engineer", "Interpreter (Mandarin)"])
+aidPriority = Col("Priority", ["Critical", "High", "High", "Moderate", "Critical", "High", "Moderate"])
+aidRequested = Col("Requested", ["07:10", "07:45", "08:20", "09:00", "09:30", "10:15", "10:50"])
+aidStatus = Col("Status", ["Unassigned", "Unassigned", "In Review", "Unassigned", "Unassigned", "In Review", "Unassigned"])
+tasksSection = SectionBlock([tasksItem])
+tasksItem = SectionItem("tasks", "Open Tasks (9 active)", [tasksTable])
+tasksTable = Table([taskId, taskDesc, taskAssignee, taskDue, taskPriority])
+taskId = Col("ID", ["T-101", "T-102", "T-103", "T-104", "T-105", "T-106", "T-107", "T-108", "T-109"])
+taskDesc = Col("Task", ["Deploy sandbags Zone A", "Evacuate elderly care home", "Set up triage tent Zone B", "Repair comms tower", "Distribute water Zone C", "Clear debris Route 4", "Coordinate helicopter landing", "Update public advisory", "Restock medical supplies"])
+taskAssignee = Col("Assignee", ["Team Alpha", "Team Bravo", "Med Unit 3", "Comms Team", "Logistics", "Engineering", "Air Support", "PIO Office", "Supply Chain"])
+taskDue = Col("Due", ["11:00", "12:00", "11:30", "14:00", "13:00", "16:00", "12:30", "11:00", "15:00"])
+taskPriority = Col("Priority", ["Critical", "Critical", "High", "High", "High", "Moderate", "High", "Moderate", "Moderate"])
+
+tabActions = TabItem("actions", "Actions", [resourceForm, broadcastForm, zoneForm, sitrepForm])
+resourceForm = Form("request-resources", resourceButtons, [resTypeField, resQtyField, resZoneField, resUrgencyField])
+resTypeField = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("resource_type", [rtVehicles, rtPersonnel, rtMedical, rtSupplies, rtEquipment], "Select type")
+rtVehicles = SelectItem("vehicles", "Vehicles")
+rtPersonnel = SelectItem("personnel", "Personnel")
+rtMedical = SelectItem("medical", "Medical Supplies")
+rtSupplies = SelectItem("supplies", "General Supplies")
+rtEquipment = SelectItem("equipment", "Equipment")
+resQtyField = FormControl("Quantity Needed", resQtyInput)
+resQtyInput = Input("quantity", "e.g. 5", "number")
+resZoneField = FormControl("Target Zone", resZoneSelect)
+resZoneSelect = Select("zone", [rzA, rzB, rzC, rzD, rzE], "Select zone")
+rzA = SelectItem("zone_a", "Zone A — Riverside")
+rzB = SelectItem("zone_b", "Zone B — Downtown")
+rzC = SelectItem("zone_c", "Zone C — Hillcrest")
+rzD = SelectItem("zone_d", "Zone D — Industrial")
+rzE = SelectItem("zone_e", "Zone E — Northgate")
+resUrgencyField = FormControl("Urgency", resUrgencyRadio)
+resUrgencyRadio = RadioGroup("urgency", [urgCritical, urgHigh, urgModerate])
+urgCritical = RadioItem("Critical", "Immediate need — life at risk", "critical")
+urgHigh = RadioItem("High", "Needed within 1 hour", "high")
+urgModerate = RadioItem("Moderate", "Needed within 4 hours", "moderate")
+resourceButtons = Buttons([resSubmitBtn])
+resSubmitBtn = Button("Submit Resource Request", null, "primary")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastMsgField, broadcastChannelField, broadcastPriorityField])
+broadcastMsgField = FormControl("Message", broadcastTextArea)
+broadcastTextArea = TextArea("message", "Type your public update here...", 4)
+broadcastChannelField = FormControl("Broadcast Channel", broadcastSelect)
+broadcastSelect = Select("channel", [bcAll, bcRadio, bcSocial, bcPA], "Select channel")
+bcAll = SelectItem("all", "All Channels")
+bcRadio = SelectItem("radio", "Radio Only")
+bcSocial = SelectItem("social", "Social Media Only")
+bcPA = SelectItem("pa", "PA System Only")
+broadcastPriorityField = FormControl("Priority Level", broadcastPriorityRadio)
+broadcastPriorityRadio = RadioGroup("priority", [bpEmergency, bpUrgent, bpInfo])
+bpEmergency = RadioItem("Emergency", "Interrupt all broadcasts", "emergency")
+bpUrgent = RadioItem("Urgent", "Next available slot", "urgent")
+bpInfo = RadioItem("Informational", "Scheduled update", "info")
+broadcastButtons = Buttons([broadcastBtn])
+broadcastBtn = Button("Send Broadcast", null, "primary")
+zoneForm = Form("focus-zone", zoneButtons, [zoneSelectField])
+zoneSelectField = FormControl("Select Zone to Focus", zoneFocusSelect)
+zoneFocusSelect = Select("focus_zone", [zfA, zfB, zfC, zfD, zfE], "Choose a zone")
+zfA = SelectItem("focus_a", "Zone A — Riverside")
+zfB = SelectItem("focus_b", "Zone B — Downtown")
+zfC = SelectItem("focus_c", "Zone C — Hillcrest")
+zfD = SelectItem("focus_d", "Zone D — Industrial")
+zfE = SelectItem("focus_e", "Zone E — Northgate")
+zoneButtons = Buttons([zoneBtn])
+zoneBtn = Button("Focus on Zone", null, "secondary")
+sitrepForm = Form("situation-report", sitrepButtons, [sitrepZoneField, sitrepSummaryField, sitrepActionsField, sitrepNeedsField, sitrepNextField])
+sitrepZoneField = FormControl("Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [szA, szB, szC, szD, szE], "Select zone")
+szA = SelectItem("sitrep_a", "Zone A — Riverside")
+szB = SelectItem("sitrep_b", "Zone B — Downtown")
+szC = SelectItem("sitrep_c", "Zone C — Hillcrest")
+szD = SelectItem("sitrep_d", "Zone D — Industrial")
+szE = SelectItem("sitrep_e", "Zone E — Northgate")
+sitrepSummaryField = FormControl("Situation Summary", sitrepSummaryArea)
+sitrepSummaryArea = TextArea("summary", "Current situation overview...", 3)
+sitrepActionsField = FormControl("Actions Taken", sitrepActionsArea)
+sitrepActionsArea = TextArea("actions_taken", "What has been done since last report...", 3)
+sitrepNeedsField = FormControl("Outstanding Needs", sitrepNeedsArea)
+sitrepNeedsArea = TextArea("needs", "Resources or support still required...", 3)
+sitrepNextField = FormControl("Next Steps", sitrepNextArea)
+sitrepNextArea = TextArea("next_steps", "Planned actions for next period...", 3)
+sitrepButtons = Buttons([sitrepSubmitBtn, sitrepDraftBtn])
+sitrepSubmitBtn = Button("File Report", null, "primary")
+sitrepDraftBtn = Button("Save as Draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..1eefd9599
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r2.txt
@@ -0,0 +1,185 @@
+root = Card([header, statusAlert, tabs])
+header = CardHeader("Emergency Response Coordination Center", "Region: Metro District | Last updated: 2 min ago")
+statusAlert = Alert("SEVERE WEATHER EVENT ACTIVE", "Hurricane-force winds and flash flooding affecting Zones 3, 5, and 7. All units on high alert.", "destructive")
+tabs = Tabs([tabIncidents, tabResources, tabOperations, tabCommsWeather, tabPeople, tabActions])
+tabIncidents = TabItem("incidents", "Incidents & Status", [incidentsHeading, incidentsTable, severityHeading, severityChart, casualtyHeading, casualtyTable])
+tabResources = TabItem("resources", "Resources", [resHeading, resourcesTable, shelterHeading, sheltersTable, hospHeading, hospitalsTable])
+tabOperations = TabItem("operations", "Operations", [evacHeading, evacTable, roadsHeading, roadsTable, tasksHeading, tasksTable, aidHeading, aidTable])
+tabCommsWeather = TabItem("comms", "Comms & Weather", [commsHeading, commsTable, weatherHeading, weatherTemp, weatherPrecip])
+tabPeople = TabItem("people", "People & Donations", [volHeading, volunteersTable, donHeading, donationsTable])
+tabActions = TabItem("actions", "Actions", [resReqHeading, resourceForm, broadcastHeading, broadcastForm, zoneHeading, zoneForm, sitrepHeading, sitrepForm])
+incidentsHeading = Heading("Active Incidents by Zone", "h3")
+incidentsTable = Table([incZone, incType, incSeverity, incStatus, incTime])
+incZone = Col("Zone", ["Zone 1", "Zone 2", "Zone 3", "Zone 3", "Zone 4", "Zone 5", "Zone 5", "Zone 6", "Zone 7", "Zone 7", "Zone 7", "Zone 8"])
+incType = Col("Incident", ["Structure Fire", "Gas Leak", "Flash Flood", "Building Collapse", "Power Outage", "Flash Flood", "Chemical Spill", "Medical Emergency", "Flash Flood", "Landslide", "Bridge Damage", "Water Main Break"])
+incSeverity = Col("Severity", ["Critical", "High", "Critical", "Critical", "Medium", "Critical", "High", "Medium", "Critical", "Critical", "High", "Medium"])
+incStatus = Col("Status", ["Responding", "Contained", "Responding", "Responding", "Monitoring", "Responding", "Responding", "Stable", "Responding", "Responding", "Assessing", "Responding"])
+incTime = Col("Reported", ["06:12", "07:45", "04:30", "05:58", "08:20", "04:15", "06:50", "09:05", "03:48", "05:22", "07:10", "08:40"])
+severityHeading = Heading("Overall Severity Summary", "h3")
+severityChart = PieChart(["Critical", "High", "Medium", "Low"], [5, 3, 3, 1], "donut")
+casualtyHeading = Heading("Rescued & Casualties", "h3")
+casualtyTable = Table([casMetric, casValue])
+casMetric = Col("Metric", ["People Rescued", "Fatalities", "Injured (Critical)", "Injured (Stable)", "Missing", "Displaced"])
+casValue = Col("Count", [342, 7, 23, 89, 14, 1240])
+resHeading = Heading("Available Resources", "h3")
+resourcesTable = Table([resType, resTotal, resDeployed, resAvailable])
+resType = Col("Resource", ["Fire Trucks", "Ambulances", "Rescue Boats", "Helicopters", "Personnel (Fire)", "Personnel (Medical)", "Personnel (Search & Rescue)", "Food Kits", "Water (liters)", "Blankets", "First Aid Kits", "Generators"])
+resTotal = Col("Total", [24, 18, 12, 4, 180, 95, 60, 5000, 50000, 3000, 800, 15])
+resDeployed = Col("Deployed", [19, 15, 10, 3, 155, 82, 52, 3200, 38000, 2100, 620, 12])
+resAvailable = Col("Available", [5, 3, 2, 1, 25, 13, 8, 1800, 12000, 900, 180, 3])
+shelterHeading = Heading("Shelters — Capacity & Occupancy", "h3")
+sheltersTable = Table([shName, shCap, shOcc, shPct, shStatus])
+shName = Col("Shelter", ["Lincoln High School", "Community Center East", "St. Mary's Church", "Fairgrounds Pavilion", "Riverside Gym", "Armory Building"])
+shCap = Col("Capacity", [400, 250, 150, 600, 300, 200])
+shOcc = Col("Occupied", [387, 241, 148, 412, 278, 156])
+shPct = Col("Occupancy %", ["97%", "96%", "99%", "69%", "93%", "78%"])
+shStatus = Col("Status", ["Near Full", "Near Full", "Full", "Open", "Near Full", "Open"])
+hospHeading = Heading("Nearby Hospitals — Free Beds", "h3")
+hospitalsTable = Table([hospName, hospDist, hospTotal, hospFree, hospICU])
+hospName = Col("Hospital", ["Metro General", "St. Luke's Medical", "Riverside Health", "County Trauma Center", "Northside Clinic"])
+hospDist = Col("Distance", ["2.1 km", "4.5 km", "6.2 km", "8.0 km", "11.3 km"])
+hospTotal = Col("Total Beds", [320, 210, 180, 400, 95])
+hospFree = Col("Free Beds", [18, 34, 52, 41, 12])
+hospICU = Col("ICU Free", [2, 5, 8, 6, 1])
+evacHeading = Heading("Evacuation Routes", "h3")
+evacTable = Table([evRoute, evFrom, evTo, evStatus, evNotes])
+evRoute = Col("Route", ["Route A", "Route B", "Route C", "Route D", "Route E", "Route F"])
+evFrom = Col("From", ["Zone 3", "Zone 5", "Zone 7", "Zone 3", "Zone 5", "Zone 7"])
+evTo = Col("To", ["Shelter North", "Fairgrounds", "Armory", "Community Center", "Riverside Gym", "St. Mary's"])
+evStatus = Col("Status", ["Open", "Open", "Blocked", "Congested", "Open", "Damaged"])
+evNotes = Col("Notes", ["Clear passage", "Flowing normally", "Debris at mile 4", "Heavy traffic, 45 min delay", "Clear passage", "Bridge compromised, light vehicles only"])
+roadsHeading = Heading("Roads Closed", "h3")
+roadsTable = Table([rdName, rdReason, rdSince, rdAlt])
+rdName = Col("Road", ["Highway 12 (Mile 3-8)", "Oak Street Bridge", "Riverside Drive", "Elm Ave Underpass", "Industrial Blvd (Zone 5)", "Mountain Pass Rd"])
+rdReason = Col("Reason", ["Flooding", "Structural Damage", "Flooding", "Flooding", "Chemical Spill", "Landslide"])
+rdSince = Col("Closed Since", ["04:30", "05:22", "03:15", "06:00", "06:50", "05:22"])
+rdAlt = Col("Alternate", ["Detour via Route 9", "Use Ferry Crossing", "Highway 14", "Maple Street", "Commerce Way", "None available"])
+tasksHeading = Heading("Open Tasks", "h3")
+tasksTable = Table([taskDesc, taskAssignee, taskPriority, taskDue])
+taskDesc = Col("Task", ["Clear debris on Route C", "Set up triage at Zone 7", "Deliver water to Fairgrounds", "Repair generator at St. Mary's", "Aerial survey Zone 5 flood zone", "Coordinate with National Guard", "Restock first aid at Riverside Gym", "Establish comms relay Zone 3"])
+taskAssignee = Col("Assignee", ["Team Bravo", "Dr. Chen", "Logistics Unit 2", "Facilities Crew", "Air Unit 1", "Cmd. Rodriguez", "Volunteer Squad C", "Comms Team Alpha"])
+taskPriority = Col("Priority", ["Critical", "Critical", "High", "High", "Medium", "High", "Medium", "Critical"])
+taskDue = Col("Due", ["12:00", "11:30", "13:00", "14:00", "15:00", "12:30", "16:00", "11:00"])
+aidHeading = Heading("Aid Requests Awaiting Action", "h3")
+aidTable = Table([aidId, aidZone, aidRequest, aidPriority, aidWaiting])
+aidId = Col("ID", ["AR-041", "AR-042", "AR-043", "AR-044", "AR-045", "AR-046"])
+aidZone = Col("Zone", ["Zone 3", "Zone 5", "Zone 7", "Zone 7", "Zone 4", "Zone 1"])
+aidRequest = Col("Request", ["Insulin for 12 residents", "Baby formula & diapers", "Wheelchair evacuation", "Sandbags (500 units)", "Portable oxygen (3 units)", "Structural engineer assessment"])
+aidPriority = Col("Priority", ["Critical", "High", "Critical", "High", "Medium", "Medium"])
+aidWaiting = Col("Waiting", ["2h 15m", "1h 40m", "3h 05m", "45m", "5h 20m", "6h 10m"])
+commsHeading = Heading("Communication Channels", "h3")
+commsTable = Table([chName, chType, chStatus, chNotes])
+chName = Col("Channel", ["Radio Net Alpha", "Radio Net Bravo", "Satellite Phone", "Cell Network", "Internet/Fiber", "PA System", "Amateur Radio"])
+chType = Col("Type", ["VHF Radio", "UHF Radio", "Iridium", "Cellular", "Broadband", "Loudspeaker", "HF Radio"])
+chStatus = Col("Status", ["Operational", "Operational", "Operational", "Degraded", "Down", "Operational", "Operational"])
+chNotes = Col("Notes", ["Primary command", "Field units", "Backup comms", "60% capacity, intermittent", "Fiber cut at Zone 5", "Zone 3 & 7 only", "Backup data relay"])
+weatherHeading = Heading("48-Hour Weather Forecast", "h3")
+weatherTemp = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [tempSeries, windSeries], "natural", "Time", "Temp °C / Wind km/h")
+tempSeries = Series("Temperature °C", [22, 21, 19, 18, 17, 18, 20, 22, 24])
+windSeries = Series("Wind km/h", [95, 110, 120, 105, 85, 70, 55, 40, 30])
+weatherPrecip = AreaChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [precipSeries], "natural", "Time", "Rainfall mm")
+precipSeries = Series("Rainfall mm", [12, 28, 35, 22, 15, 8, 4, 2, 1])
+volHeading = Heading("Volunteers on Duty", "h3")
+volunteersTable = Table([volName, volRole, volAssignment, volShift])
+volName = Col("Name", ["Maria Santos", "James Okafor", "Linda Tran", "Robert Kim", "Aisha Patel", "Carlos Mendez", "Sarah Johnson", "David Osei", "Yuki Tanaka", "Ahmed Hassan"])
+volRole = Col("Role", ["Medical", "Logistics", "Comms", "Search & Rescue", "Medical", "Logistics", "Shelter Mgmt", "Search & Rescue", "Comms", "Medical"])
+volAssignment = Col("Assignment", ["Triage Zone 7", "Fairgrounds Supply", "Comms Relay Zone 3", "Zone 5 Flood Search", "St. Mary's Clinic", "Route A Distribution", "Lincoln High Shelter", "Zone 7 Landslide", "Radio Net Bravo", "Riverside Gym Aid"])
+volShift = Col("Shift", ["06:00–18:00", "06:00–18:00", "00:00–12:00", "06:00–18:00", "06:00–18:00", "12:00–00:00", "06:00–18:00", "06:00–18:00", "12:00–00:00", "06:00–18:00"])
+donHeading = Heading("Donations Received", "h3")
+donationsTable = Table([donItem, donQty, donSource, donDate])
+donItem = Col("Item", ["Bottled Water", "Canned Food", "Blankets", "Clothing (boxes)", "First Aid Supplies", "Tarps", "Flashlights", "Diapers"])
+donQty = Col("Quantity", ["12,000 units", "4,500 cans", "2,200", "380 boxes", "600 kits", "1,000", "850", "3,000 packs"])
+donSource = Col("Source", ["Red Cross", "Local Businesses", "Community Drive", "Church Network", "Pharmacy Chain", "Hardware Stores", "Corporate Sponsor", "NGO Partner"])
+donDate = Col("Received", ["Today 05:00", "Today 06:30", "Yesterday", "Today 07:15", "Today 04:00", "Yesterday", "Today 08:00", "Today 06:00"])
+resReqHeading = Heading("Request Additional Resources", "h3")
+resourceForm = Form("resource-request", resReqButtons, [resTypeField, resQtyField, resZoneField, resUrgencyField, resNotesField])
+resTypeField = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("resource_type", [resType1, resType2, resType3, resType4, resType5, resType6, resType7, resType8], "Select resource type")
+resType1 = SelectItem("fire_truck", "Fire Truck")
+resType2 = SelectItem("ambulance", "Ambulance")
+resType3 = SelectItem("rescue_boat", "Rescue Boat")
+resType4 = SelectItem("helicopter", "Helicopter")
+resType5 = SelectItem("personnel", "Personnel")
+resType6 = SelectItem("medical_supplies", "Medical Supplies")
+resType7 = SelectItem("food_water", "Food & Water")
+resType8 = SelectItem("equipment", "Heavy Equipment")
+resQtyField = FormControl("Quantity", resQtyInput, "Number of units or personnel")
+resQtyInput = Input("quantity", "e.g. 5", "number")
+resZoneField = FormControl("Destination Zone", resZoneSelect)
+resZoneSelect = Select("zone", [rz1, rz2, rz3, rz4, rz5, rz6, rz7, rz8], "Select zone")
+rz1 = SelectItem("zone1", "Zone 1")
+rz2 = SelectItem("zone2", "Zone 2")
+rz3 = SelectItem("zone3", "Zone 3")
+rz4 = SelectItem("zone4", "Zone 4")
+rz5 = SelectItem("zone5", "Zone 5")
+rz6 = SelectItem("zone6", "Zone 6")
+rz7 = SelectItem("zone7", "Zone 7")
+rz8 = SelectItem("zone8", "Zone 8")
+resUrgencyField = FormControl("Urgency", resUrgencyRadio)
+resUrgencyRadio = RadioGroup("urgency", [urg1, urg2, urg3])
+urg1 = RadioItem("Immediate", "Life-threatening, deploy now", "immediate")
+urg2 = RadioItem("High", "Needed within 2 hours", "high")
+urg3 = RadioItem("Standard", "Needed within 12 hours", "standard")
+resNotesField = FormControl("Additional Notes", resNotesArea)
+resNotesArea = TextArea("res_notes", "Specify details, location, contact person...", 3)
+resReqButtons = Buttons([resReqSubmit, resReqClear])
+resReqSubmit = Button("Submit Request", null, "primary")
+resReqClear = Button("Clear", null, "tertiary")
+broadcastHeading = Heading("Broadcast Update", "h3")
+broadcastForm = Form("broadcast-update", broadcastButtons, [bcastChannelField, bcastPriorityField, bcastMsgField])
+bcastChannelField = FormControl("Channel", bcastChannelSelect)
+bcastChannelSelect = Select("channel", [bc1, bc2, bc3, bc4], "Select broadcast channel")
+bc1 = SelectItem("all", "All Channels")
+bc2 = SelectItem("radio", "Radio Only")
+bc3 = SelectItem("pa", "PA System")
+bc4 = SelectItem("cell", "Cell Broadcast")
+bcastPriorityField = FormControl("Priority", bcastPrioritySelect)
+bcastPrioritySelect = Select("priority", [bp1, bp2, bp3], "Message priority")
+bp1 = SelectItem("emergency", "Emergency (interrupt all)")
+bp2 = SelectItem("urgent", "Urgent")
+bp3 = SelectItem("info", "Informational")
+bcastMsgField = FormControl("Message", bcastMsgArea, "This will be sent to all selected channels")
+bcastMsgArea = TextArea("broadcast_msg", "Type your broadcast message here...", 4)
+broadcastButtons = Buttons([bcastSend, bcastPreview])
+bcastSend = Button("Broadcast Now", null, "primary", "destructive")
+bcastPreview = Button("Preview", null, "secondary")
+zoneHeading = Heading("Focus on Zone", "h3")
+zoneForm = Form("zone-focus", zoneButtons, [zoneSelectField])
+zoneSelectField = FormControl("Select Zone to Focus", zoneFocusSelect, "Displays detailed status for the selected zone")
+zoneFocusSelect = Select("focus_zone", [zf1, zf2, zf3, zf4, zf5, zf6, zf7, zf8], "Choose a zone")
+zf1 = SelectItem("z1", "Zone 1 — Downtown Core")
+zf2 = SelectItem("z2", "Zone 2 — Industrial Park")
+zf3 = SelectItem("z3", "Zone 3 — Riverside (FLOOD)")
+zf4 = SelectItem("z4", "Zone 4 — Residential North")
+zf5 = SelectItem("z5", "Zone 5 — Lowlands (FLOOD)")
+zf6 = SelectItem("z6", "Zone 6 — Commercial Strip")
+zf7 = SelectItem("z7", "Zone 7 — Hillside (LANDSLIDE)")
+zf8 = SelectItem("z8", "Zone 8 — Suburbs East")
+zoneButtons = Buttons([zoneFocusBtn])
+zoneFocusBtn = Button("Focus Zone", null, "primary")
+sitrepHeading = Heading("File Situation Report", "h3")
+sitrepForm = Form("sitrep", sitrepButtons, [sitrepZoneField, sitrepTimeField, sitrepSummaryField, sitrepNeedsField, sitrepClassificationField])
+sitrepZoneField = FormControl("Zone", sitrepZoneSelect)
+sitrepZoneSelect = Select("sitrep_zone", [sz1, sz2, sz3, sz4, sz5, sz6, sz7, sz8], "Reporting zone")
+sz1 = SelectItem("z1", "Zone 1")
+sz2 = SelectItem("z2", "Zone 2")
+sz3 = SelectItem("z3", "Zone 3")
+sz4 = SelectItem("z4", "Zone 4")
+sz5 = SelectItem("z5", "Zone 5")
+sz6 = SelectItem("z6", "Zone 6")
+sz7 = SelectItem("z7", "Zone 7")
+sz8 = SelectItem("z8", "Zone 8")
+sitrepTimeField = FormControl("Report Time", sitrepTimeInput, "Use 24h format")
+sitrepTimeInput = Input("sitrep_time", "e.g. 10:30", "text")
+sitrepSummaryField = FormControl("Situation Summary", sitrepSummaryArea)
+sitrepSummaryArea = TextArea("sitrep_summary", "Describe current conditions, incidents, and response status...", 5)
+sitrepNeedsField = FormControl("Immediate Needs", sitrepNeedsArea)
+sitrepNeedsArea = TextArea("sitrep_needs", "List any resources, personnel, or support needed...", 3)
+sitrepClassificationField = FormControl("Classification", sitrepClassRadio)
+sitrepClassRadio = RadioGroup("classification", [sc1, sc2, sc3])
+sc1 = RadioItem("Routine", "Standard periodic update", "routine")
+sc2 = RadioItem("Priority", "Significant change in situation", "priority")
+sc3 = RadioItem("Flash", "Critical development requiring immediate attention", "flash")
+sitrepButtons = Buttons([sitrepSubmit, sitrepSaveDraft])
+sitrepSubmit = Button("Submit Report", null, "primary")
+sitrepSaveDraft = Button("Save Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..92c6d507c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-disaster__r4.txt
@@ -0,0 +1,240 @@
+root = Card([header, statusAlert, mainTabs, followUps])
+header = CardHeader("Emergency Response Coordination Center", "Region: Metro District | Last updated: 2024-01-15 14:32 UTC")
+statusAlert = Alert("SEVERE WEATHER WARNING", "Flash flood warning in effect for Zones C and D until 20:00 UTC. All units on high alert.", "destructive")
+mainTabs = Tabs([tabOverview, tabIncidents, tabResources, tabShelters, tabOperations, tabActions])
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed map of Zone C")
+fu2 = FollowUpItem("Generate hourly situation summary")
+fu3 = FollowUpItem("Escalate to state emergency management")
+
+tabOverview = TabItem("overview", "Overview", [severitySummary, rescuedSection, weatherSection])
+tabIncidents = TabItem("incidents", "Incidents & Roads", [incidentsTable, roadsClosedSection])
+tabResources = TabItem("resources", "Resources", [assetsTable, volunteersTable, donationsTable])
+tabShelters = TabItem("shelters", "Shelters & Routes", [sheltersTable, evacRoutesTable])
+tabOperations = TabItem("operations", "Operations", [aidRequestsTable, commsTable, hospitalsTable, tasksTable])
+tabActions = TabItem("actions", "Actions", [resourceForm, broadcastForm, zoneFocusForm, sitrepForm])
+
+severitySummary = Card([sevHeader, sevChart, sevBadges], "sunk", "column", "m")
+sevHeader = Heading("Overall Severity Summary", "h2")
+sevChart = PieChart(["Critical", "High", "Moderate", "Low"], [4, 7, 12, 9], "donut")
+sevBadges = Card([badgeCritical, badgeHigh, badgeMod, badgeLow], "clear", "row", "m")
+badgeCritical = Badge("4 Critical", "destructive")
+badgeHigh = Badge("7 High", "default")
+badgeMod = Badge("12 Moderate", "secondary")
+badgeLow = Badge("9 Low", "outline")
+
+rescuedSection = Card([rescuedHeader, rescuedTable], "sunk", "column", "m")
+rescuedHeader = Heading("Rescue & Casualty Report", "h2")
+rescuedTable = Table([rescuedMetric, rescuedCount, rescuedTrend])
+rescuedMetric = Col("Metric", ["People Rescued", "Casualties (Fatal)", "Casualties (Injured)", "Missing Persons", "Medical Evacuations"])
+rescuedCount = Col("Count", [342, 8, 47, 12, 23])
+rescuedTrend = Col("Last 6h Change", ["+58", "+1", "+9", "-3", "+5"])
+
+weatherSection = Card([weatherHeader, weatherTable], "sunk", "column", "m")
+weatherHeader = Heading("48-Hour Weather Forecast", "h2")
+weatherTable = Table([wxPeriod, wxCondition, wxTemp, wxWind, wxPrecip, wxRisk])
+wxPeriod = Col("Period", ["Now–6h", "6h–12h", "12h–18h", "18h–24h", "24h–30h", "30h–36h", "36h–42h", "42h–48h"])
+wxCondition = Col("Condition", ["Heavy Rain", "Thunderstorm", "Heavy Rain", "Moderate Rain", "Light Rain", "Overcast", "Partly Cloudy", "Clear"])
+wxTemp = Col("Temp (°C)", [14, 13, 12, 13, 15, 16, 18, 19])
+wxWind = Col("Wind (km/h)", [45, 60, 50, 35, 25, 20, 15, 10])
+wxPrecip = Col("Precip (mm)", [38, 52, 30, 18, 8, 2, 0, 0])
+wxRisk = Col("Flood Risk", ["HIGH", "SEVERE", "HIGH", "MODERATE", "LOW", "LOW", "MINIMAL", "MINIMAL"])
+
+incidentsTable = Card([incHeader, incTable], "clear", "column", "m")
+incHeader = Heading("Active Incidents by Zone", "h2")
+incTable = Table([incZone, incType, incSeverity, incStatus, incUnits])
+incZone = Col("Zone", ["A", "A", "B", "B", "C", "C", "C", "D", "D", "D", "E", "E"])
+incType = Col("Incident", ["Structure Fire", "Gas Leak", "Flooding", "Power Outage", "Flash Flood", "Building Collapse", "Chemical Spill", "Flooding", "Landslide", "Bridge Damage", "Wildfire Edge", "Road Washout"])
+incSeverity = Col("Severity", ["High", "Moderate", "Critical", "Low", "Critical", "Critical", "High", "Critical", "High", "High", "Moderate", "Moderate"])
+incStatus = Col("Status", ["Contained", "Responding", "Active", "Monitoring", "Active", "Active", "Responding", "Active", "Responding", "Assessing", "Monitoring", "Responding"])
+incUnits = Col("Units Deployed", [4, 2, 8, 1, 12, 6, 5, 9, 4, 3, 2, 3])
+
+roadsClosedSection = Card([roadsHeader, roadsTable], "clear", "column", "m")
+roadsHeader = Heading("Roads Closed", "h2")
+roadsTable = Table([roadName, roadZone, roadReason, roadSince, roadETA])
+roadName = Col("Road", ["Highway 12 North", "Elm Street", "Riverside Drive", "Bridge St Overpass", "Route 9 East", "Canyon Road", "Mill Creek Crossing"])
+roadZone = Col("Zone", ["B", "C", "C", "D", "D", "E", "A"])
+roadReason = Col("Reason", ["Flooding", "Structural Damage", "Flash Flood", "Bridge Compromised", "Landslide", "Fire Proximity", "Washout"])
+roadSince = Col("Closed Since", ["06:15", "08:30", "09:45", "10:20", "11:00", "12:15", "13:40"])
+roadETA = Col("Est. Reopen", ["Unknown", "48h+", "24h", "72h+", "Unknown", "Unknown", "24h"])
+
+assetsTable = Card([assetsHeader, assetsTbl], "clear", "column", "m")
+assetsHeader = Heading("Available Assets", "h2")
+assetsTbl = Table([assetType, assetTotal, assetDeployed, assetAvail, assetNotes])
+assetType = Col("Asset Type", ["Fire Engines", "Ambulances", "Rescue Boats", "Helicopters", "Police Units", "Engineering Vehicles", "Supply Trucks", "Generators"])
+assetTotal = Col("Total", [24, 18, 10, 4, 30, 8, 15, 20])
+assetDeployed = Col("Deployed", [19, 14, 8, 3, 26, 6, 12, 14])
+assetAvail = Col("Available", [5, 4, 2, 1, 4, 2, 3, 6])
+assetNotes = Col("Notes", ["2 in maintenance", "All units staffed", "1 under repair", "Fuel limited", "4 on standby", "1 en route from state", "3 loading supplies", "2 reserved for hospitals"])
+
+volunteersTable = Card([volHeader, volTbl], "clear", "column", "m")
+volHeader = Heading("Volunteers on Duty", "h2")
+volTbl = Table([volName, volOrg, volAssignment, volShift, volStatus])
+volName = Col("Name", ["Maria Gonzalez", "James Chen", "Aisha Patel", "Robert Kim", "Lisa Thompson", "David Okafor", "Sarah Mitchell", "Carlos Reyes", "Nina Volkov", "Tom Bradley", "Fatima Hassan", "Mike Johnson"])
+volOrg = Col("Organization", ["Red Cross", "CERT Team 4", "Medical Reserve", "Salvation Army", "HAM Radio Club", "CERT Team 2", "Red Cross", "Search & Rescue", "Medical Reserve", "Fire Auxiliary", "Community Aid", "CERT Team 7"])
+volAssignment = Col("Assignment", ["Shelter A - Intake", "Zone C - Sandbagging", "Field Hospital 2", "Shelter B - Logistics", "Comms Relay Station", "Zone D - Evacuation Support", "Shelter C - Medical", "Zone C - Search Grid 4", "Triage Tent 1", "Zone A - Traffic Control", "Donation Center", "Zone E - Perimeter"])
+volShift = Col("Shift", ["06:00–18:00", "06:00–18:00", "06:00–18:00", "06:00–18:00", "00:00–24:00", "06:00–18:00", "06:00–18:00", "06:00–18:00", "06:00–18:00", "06:00–18:00", "08:00–20:00", "06:00–18:00"])
+volStatus = Col("Status", ["Active", "Active", "Active", "Active", "Active", "Active", "On Break", "Active", "Active", "Active", "Active", "Active"])
+
+donationsTable = Card([donHeader, donTbl], "clear", "column", "m")
+donHeader = Heading("Donations Received", "h2")
+donTbl = Table([donItem, donQty, donSource, donLocation, donStatus])
+donItem = Col("Item", ["Bottled Water (cases)", "Blankets", "First Aid Kits", "Canned Food (cases)", "Clothing (boxes)", "Tarps", "Flashlights", "Baby Formula", "Hygiene Kits", "Portable Chargers"])
+donQty = Col("Quantity", [1200, 850, 340, 600, 200, 150, 500, 80, 420, 300])
+donSource = Col("Source", ["State Emergency Mgmt", "Red Cross Regional", "Local Businesses", "Food Bank Network", "Community Drive", "FEMA Shipment", "Corporate Sponsor", "Hospital Network", "NGO Coalition", "Tech Company"])
+donLocation = Col("Stored At", ["Warehouse A", "Shelter B", "Field Hospital 1", "Warehouse A", "Shelter A", "Warehouse B", "Command Center", "Shelter C", "Warehouse A", "Command Center"])
+donStatus = Col("Status", ["Distributed", "Available", "Available", "Partially Distributed", "Available", "Available", "Distributed", "Low Stock", "Available", "Available"])
+
+sheltersTable = Card([shHeader, shTbl, shProgress], "clear", "column", "m")
+shHeader = Heading("Shelter Status", "h2")
+shTbl = Table([shName, shZone, shCapacity, shOccupied, shPct, shStatus, shNeeds])
+shName = Col("Shelter", ["Lincoln High School", "Community Center East", "St. Mary's Church", "Fairgrounds Pavilion", "Rec Center West", "Armory Building"])
+shZone = Col("Zone", ["A", "B", "C", "D", "E", "A"])
+shCapacity = Col("Capacity", [500, 350, 200, 800, 300, 400])
+shOccupied = Col("Occupied", [423, 287, 198, 612, 145, 310])
+shPct = Col("Occupancy %", ["85%", "82%", "99%", "77%", "48%", "78%"])
+shStatus = Col("Status", ["Near Capacity", "Near Capacity", "FULL", "Accepting", "Accepting", "Accepting"])
+shNeeds = Col("Urgent Needs", ["Blankets, Medics", "Food, Water", "EVACUATE - Full", ["None"], ["Staff", "Supplies"], ["Generators"]])
+shProgress = Progress(78, "Overall Shelter Occupancy")
+
+evacRoutesTable = Card([evHeader, evTbl], "clear", "column", "m")
+evHeader = Heading("Evacuation Route Status", "h2")
+evTbl = Table([evRoute, evFrom, evTo, evStatus, evCongestion, evNotes])
+evRoute = Col("Route", ["Route Alpha", "Route Bravo", "Route Charlie", "Route Delta", "Route Echo"])
+evFrom = Col("From Zone", ["C", "C", "D", "D", "E"])
+evTo = Col("To Shelter", ["Fairgrounds", "Community Ctr East", ["Armory"], ["Lincoln HS"], ["Rec Center W"]))
+evStatus = Col("Status", ["OPEN", ["CONGESTED"], ["OPEN"], ["CLOSED"], ["OPEN"]])
+evCongestion = Col("Congestion", ["Light", "Heavy", "Moderate", "N/A", "Light"])
+evNotes = Col("Notes", ["Primary route for Zone C", "Bottleneck at Elm St intersection", "Alternate to Route Delta", "Bridge compromised - DO NOT USE", "Clear, well-marked"])
+
+aidRequestsTable = Card([aidHeader, aidTbl], "clear", "column", "m")
+aidHeader = Heading("Aid Requests Awaiting Action", "h2")
+aidTbl = Table([aidId, aidZone, aidType, aidPriority, aidRequested, aidAge])
+aidId = Col("Request ID", ["AR-041", "AR-042", "AR-043", "AR-044", "AR-045", "AR-046", "AR-047"])
+aidZone = Col("Zone", ["C", "C", "D", "A", "D", "E", "B"])
+aidType = Col("Type", ["Medical Team", "Sandbags (500)", "Water Purification", "Generator", "Search & Rescue K9", "Insulin Supply", "Debris Removal Crew"])
+aidPriority = Col("Priority", ["CRITICAL", "HIGH", "HIGH", "MODERATE", "CRITICAL", "HIGH", "MODERATE"])
+aidRequested = Col("Requested By", ["Field Cmdr. Hayes", ["Zone C Lead"], ["Zone D Lead"], ["Shelter A Mgr"], ["Zone D Lead"], ["Medic Team 3"], ["Zone B Lead"]])
+aidAge = Col("Waiting", ["2h 15m", "1h 40m", "3h 05m", "45m", "4h 20m", "1h 10m", "2h 50m"])
+
+commsTable = Card([commsHeader, commsTbl], "clear", "column", "m")
+commsHeader = Heading("Communication Channels", "h2")
+commsTbl = Table([chName, chType, chStatus, chBackup, chNotes])
+chName = Col("Channel", ["Primary Radio Net", "Backup Radio Net", "Satellite Phone", "Cell Network", "Internet/Email", "HAM Radio Relay", "PA System", "Social Media Desk"])
+chType = Col("Type", ["VHF Radio", "UHF Radio", ["Iridium"], ["LTE/5G"], ["Fiber/4G"], ["HF Radio"], ["Loudspeaker"], ["Online"]])
+chStatus = Col("Status", ["OPERATIONAL", ["OPERATIONAL"], ["OPERATIONAL"], ["DEGRADED"], ["DOWN"], ["OPERATIONAL"], ["OPERATIONAL"], ["OPERATIONAL"]])
+chBackup = Col("Backup", ["N/A", "Primary Radio", "Cell Network", "HAM Radio", "Satellite Phone", "N/A", "N/A", "Radio"])
+chNotes = Col("Notes", ["All units check in hourly", "Activated at 09:00", "3 units available", "Tower damage in Zone C", "Fiber cut near Route 9", "2 operators on duty", "Zones A, B covered", "Posting updates every 30m"])
+
+hospitalsTable = Card([hospHeader, hospTbl], "clear", "column", "m")
+hospHeader = Heading("Nearby Hospitals", "h2")
+hospTbl = Table([hospName, hospDist, hospBedsTotal, hospBedsFree, hospICU, hospStatus, hospContact])
+hospName = Col("Hospital", ["Metro General", "St. Luke's Medical", ["Riverside Clinic"], ["County Trauma Center"], ["Children's Hospital"]])
+hospDist = Col("Distance", ["2.1 km", "4.5 km", "6.2 km", "8.0 km", "12.3 km"])
+hospBedsTotal = Col("Total Beds", [320, 250, 80, 400, 150])
+hospBedsFree = Col("Free Beds", [45, 78, 12, 62, 34])
+hospICU = Col("ICU Free", [3, 8, 1, 6, 4])
+hospStatus = Col("Status", ["Accepting", "Accepting", "Near Capacity", "Accepting", "Accepting"])
+hospContact = Col("Contact", ["555-0101", "555-0202", "555-0303", "555-0404", "555-0505"])
+
+tasksTable = Card([tasksHeader, tasksTbl], "clear", "column", "m")
+tasksHeader = Heading("Open Tasks", "h2")
+tasksTbl = Table([taskId, taskDesc, taskAssignee, taskPriority, taskDue, taskStatus])
+taskId = Col("ID", ["T-101", "T-102", "T-103", "T-104", "T-105", "T-106", "T-107", "T-108"])
+taskDesc = Col("Task", ["Repair fiber line Route 9", "Deliver generators to Shelter C", "Conduct aerial survey Zone D", "Restock Field Hospital 2", "Clear debris on Elm Street", "Set up water purification Zone C", "Coordinate volunteer shift change", "Update evacuation maps"])
+taskAssignee = Col("Assignee", ["Comms Team", ["Logistics"], ["Air Unit 1"], ["Medical Supply"], ["Engineering", ["HazMat Team"], ["Volunteer Coord"], ["Planning Cell"]])
+taskPriority = Col("Priority", ["HIGH", "CRITICAL", "MODERATE", "HIGH", "MODERATE", "CRITICAL", "LOW", "MODERATE"])
+taskDue = Col("Due", ["16:00", "15:30", "18:00", "17:00", "Tomorrow 08:00", "16:30", "20:00", "Tomorrow 12:00"])
+taskStatus = Col("Status", ["In Progress", "En Route", "Scheduled", "In Progress", "Pending", "In Progress", "Not Started", "Not Started"])
+
+resourceForm = Card([resFormHeader, resForm], "sunk", "column", "m")
+resFormHeader = Heading("Request Additional Resources", "h2")
+resForm = Form("resource-request", resFormBtns, [resTypeField, resQtyField, resZoneField, resUrgencyField, resNotesField])
+resTypeField = FormControl("Resource Type", resTypeSelect)
+resTypeSelect = Select("resource_type", [resType1, resType2, resType3, resType4, resType5, resType6, resType7], "Select resource type")
+resType1 = SelectItem("personnel", "Personnel")
+resType2 = SelectItem("vehicles", "Vehicles")
+resType3 = SelectItem("medical", "Medical Supplies")
+resType4 = SelectItem("food_water", "Food & Water")
+resType5 = SelectItem("equipment", "Equipment")
+resType6 = SelectItem("fuel", "Fuel")
+resType7 = SelectItem("other", "Other")
+resQtyField = FormControl("Quantity", resQtyInput)
+resQtyInput = Input("quantity", "e.g., 50 units", "number")
+resZoneField = FormControl("Delivery Zone", resZoneSelect)
+resZoneSelect = Select("zone", [rzA, rzB, rzC, rzD, rzE], "Select zone")
+rzA = SelectItem("A", "Zone A")
+rzB = SelectItem("B", "Zone B")
+rzC = SelectItem("C", "Zone C")
+rzD = SelectItem("D", "Zone D")
+rzE = SelectItem("E", "Zone E")
+resUrgencyField = FormControl("Urgency", resUrgencyRadio)
+resUrgencyRadio = RadioGroup("urgency", [urg1, urg2, urg3])
+urg1 = RadioItem("Immediate", "Needed within 1 hour", "immediate")
+urg2 = RadioItem("Urgent", "Needed within 4 hours", "urgent")
+urg3 = RadioItem("Standard", "Needed within 24 hours", "standard")
+resNotesField = FormControl("Additional Notes", resNotesArea)
+resNotesArea = TextArea("notes", "Specify details, location, contact person...", 3)
+resFormBtns = Buttons([resSubmitBtn, resClearBtn])
+resSubmitBtn = Button("Submit Request", null, "primary")
+resClearBtn = Button("Clear", null, "tertiary")
+
+broadcastForm = Card([bcHeader, bcForm], "sunk", "column", "m")
+bcHeader = Heading("Broadcast Update", "h2")
+bcForm = Form("broadcast", bcFormBtns, [bcChannelField, bcPriorityField, bcMsgField])
+bcChannelField = FormControl("Broadcast Channel", bcChannelCheck)
+bcChannelCheck = CheckBoxGroup("channels", [bcCh1, bcCh2, bcCh3, bcCh4])
+bcCh1 = CheckBoxItem("Radio Net", "All units on primary frequency", "radio", true)
+bcCh2 = CheckBoxItem("PA System", "Loudspeakers in Zones A & B", "pa", false)
+bcCh3 = CheckBoxItem("Social Media", "Official accounts", "social", true)
+bcCh4 = CheckBoxItem("SMS Alert", "Registered residents", "sms", false)
+bcPriorityField = FormControl("Priority Level", bcPrioritySelect)
+bcPrioritySelect = Select("priority", [bcP1, bcP2, bcP3], "Select priority")
+bcP1 = SelectItem("emergency", "EMERGENCY - Immediate attention")
+bcP2 = SelectItem("urgent", "Urgent - Act soon")
+bcP3 = SelectItem("info", "Informational - FYI")
+bcMsgField = FormControl("Message", bcMsgArea)
+bcMsgArea = TextArea("message", "Type broadcast message here...", 4)
+bcFormBtns = Buttons([bcSendBtn, bcPreviewBtn])
+bcSendBtn = Button("Send Broadcast", null, "primary")
+bcPreviewBtn = Button("Preview", null, "secondary")
+
+zoneFocusForm = Card([zfHeader, zfForm], "sunk", "column", "m")
+zfHeader = Heading("Focus on Zone", "h2")
+zfForm = Form("zone-focus", zfFormBtns, [zfZoneField, zfDetailField])
+zfZoneField = FormControl("Select Zone", zfZoneSelect)
+zfZoneSelect = Select("focus_zone", [zfA, zfB, zfC, zfD, zfE], "Choose zone to focus")
+zfA = SelectItem("A", "Zone A - Downtown Core")
+zfB = SelectItem("B", "Zone B - Industrial District")
+zfC = SelectItem("C", "Zone C - Riverside (FLOOD)")
+zfD = SelectItem("D", "Zone D - Hillside (LANDSLIDE)")
+zfE = SelectItem("E", "Zone E - Wildland Interface")
+zfDetailField = FormControl("Detail Level", zfDetailRadio)
+zfDetailRadio = RadioGroup("detail", [zfD1, zfD2, zfD3], "summary")
+zfD1 = RadioItem("Summary", "Key metrics only", "summary")
+zfD2 = RadioItem("Detailed", "All incidents, assets, and personnel", "detailed")
+zfD3 = RadioItem("Full SITREP", "Complete situation with recommendations", "full")
+zfFormBtns = Buttons([zfGoBtn])
+zfGoBtn = Button("Focus Zone", null, "primary")
+
+sitrepForm = Card([srHeader, srForm], "sunk", "column", "m")
+srHeader = Heading("File Situation Report", "h2")
+srForm = Form("sitrep", srFormBtns, [srZoneField, srPeriodField, srSummaryField, srActionsField, srNeedsField, srClassificationField])
+srZoneField = FormControl("Zone / Area", srZoneInput)
+srZoneInput = Input("sitrep_zone", "e.g., Zone C - Riverside", "text")
+srPeriodField = FormControl("Reporting Period", srPeriodInput)
+srPeriodInput = Input("period", "e.g., 12:00 - 14:00 UTC", "text")
+srSummaryField = FormControl("Situation Summary", srSummaryArea)
+srSummaryArea = TextArea("summary", "Describe current conditions, incidents, and changes since last report...", 4)
+srActionsField = FormControl("Actions Taken", srActionsArea)
+srActionsArea = TextArea("actions", "List actions taken during this period...", 3)
+srNeedsField = FormControl("Needs / Requests", srNeedsArea)
+srNeedsArea = TextArea("needs", "List any resources or support needed...", 3)
+srClassificationField = FormControl("Classification", srClassSelect)
+srClassSelect = Select("classification", [srC1, srC2, srC3], "Select classification")
+srC1 = SelectItem("routine", "Routine")
+srC2 = SelectItem("priority", "Priority")
+srC3 = SelectItem("flash", "FLASH - Immediate")
+srFormBtns = Buttons([srSubmitBtn, srSaveDraftBtn])
+srSubmitBtn = Button("Submit SITREP", null, "primary")
+srSaveDraftBtn = Button("Save Draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..b784e7fbb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r1.txt
@@ -0,0 +1,73 @@
+
+
+root = Card([header, controls, separator, kpiHeading, kpiSummary, kpiTable, trendHeading, revenueTrendTitle, revenueTrend, costTrendTitle, costTrend, budgetHeading, budgetChart, headcountHeading, headcountChart, riskHeading, riskTable, initiativeHeading, initiativeTable, gtmHeading, gtmTable, boardHeading, boardList, footerNote], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q3 FY2025 - Global - Board-ready operating summary")
+controls = Card([controlsHeading, controlsForm], "sunk", "column", "m")
+controlsHeading = CardHeader("Pack controls", "Change quarter, focus on one region, and export the pack")
+controlsForm = Form("command-controls", controlButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect, "Choose the reporting quarter")
+quarterSelect = Select("quarter", quarterOptions, "Select quarter", [], "Q3 FY2025")
+quarterOptions = [q4FY24, q1FY25, q2FY25, q3FY25]
+q4FY24 = SelectItem("Q4 FY2024", "Q4 FY2024")
+q1FY25 = SelectItem("Q1 FY2025", "Q1 FY2025")
+q2FY25 = SelectItem("Q2 FY2025", "Q2 FY2025")
+q3FY25 = SelectItem("Q3 FY2025", "Q3 FY2025")
+regionField = FormControl("Region focus", regionSelect, "Filter the command view to one region")
+regionSelect = Select("region", regionOptions, "Select region", [], "Global")
+regionOptions = [globalRegion, amerRegion, emeaRegion, apacRegion]
+globalRegion = SelectItem("Global", "Global")
+amerRegion = SelectItem("AMER", "AMER")
+emeaRegion = SelectItem("EMEA", "EMEA")
+apacRegion = SelectItem("APAC", "APAC")
+controlButtons = Buttons([refreshButton, exportButton])
+refreshButton = Button("Refresh view", null, "primary")
+exportButton = Button("Export board pack", null, "secondary")
+separator = Separator()
+kpiHeading = Heading("Financial performance", "h2")
+kpiSummary = TextContent("Revenue, costs, and profit for the selected quarter.", "small")
+kpiTable = Table([kpiMetric, kpiActual, kpiPlan, kpiVariance])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Profit"])
+kpiActual = Col("Actual", ["$52.4M", "$38.9M", "$13.5M"])
+kpiPlan = Col("Plan", ["$50.0M", "$37.5M", "$12.5M"])
+kpiVariance = Col("Variance", ["+4.8%", "+3.7%", "+8.0%"])
+trendHeading = Heading("Four-quarter trend", "h2")
+revenueTrendTitle = Heading("Revenue over four quarters", "h3")
+revenueTrend = LineChart(trendLabels, [revenueSeries], "natural", "Quarter", "Revenue ($M)")
+costTrendTitle = Heading("Costs over four quarters", "h3")
+costTrend = LineChart(trendLabels, [costSeries], "natural", "Quarter", "Costs ($M)")
+trendLabels = ["Q4 FY2024", "Q1 FY2025", "Q2 FY2025", "Q3 FY2025"]
+revenueSeries = Series("Revenue", [44.2, 46.8, 49.5, 52.4])
+costSeries = Series("Costs", [35.1, 36.4, 37.7, 38.9])
+budgetHeading = Heading("Budget by department against plan", "h2")
+budgetChart = BarChart(departments, [budgetActualSeries, budgetPlanSeries], "grouped", "Department", "USD millions")
+departments = ["Sales", "Marketing", "Engineering", "Customer Success", "G&A"]
+budgetActualSeries = Series("Actual", [11.2, 5.8, 14.6, 4.0, 3.3])
+budgetPlanSeries = Series("Plan", [10.9, 5.9, 14.0, 3.8, 2.9])
+headcountHeading = Heading("Headcount by department", "h2")
+headcountChart = HorizontalBarChart(departments, [headcountSeries], "grouped", "Department", "Employees")
+headcountSeries = Series("Headcount", [142, 68, 216, 54, 41])
+riskHeading = Heading("Top risks", "h2")
+riskTable = Table([riskName, riskOwner, riskSeverity, riskResponse])
+riskName = Col("Risk", ["EMEA enterprise pipeline slippage", "AI infrastructure cost inflation", "Data residency for regulated customers", "Key enterprise account concentration"])
+riskOwner = Col("Owner", ["Chief Revenue Officer", "Chief Financial Officer", "Chief Technology Officer", "Chief Customer Officer"])
+riskSeverity = Col("Severity", ["High", "Medium", "Medium", "High"])
+riskResponse = Col("Response", ["Executive sponsorship for top 10 deals", "Reserved capacity and model efficiency guardrails", "Launch EU data boundary in Q4", "Multi-threaded account plans and renewal incentives"])
+initiativeHeading = Heading("Strategic initiatives", "h2")
+initiativeTable = Table([initiativeName, initiativeOwner, initiativeStatus, initiativeProgress])
+initiativeName = Col("Initiative", ["Multi-region AI platform", "Enterprise security certification", "Pricing and packaging refresh", "Partner ecosystem expansion", "Cost optimization program"])
+initiativeOwner = Col("Owner", ["CTO", "CISO", "CRO", "CCO", "CFO"])
+initiativeStatus = Col("Status", ["On Track", "At Risk", "On Track", "Behind", "Complete"])
+initiativeProgress = Col("Progress", ["68%", "41%", "55%", "23%", "100%"])
+gtmHeading = Heading("Runway, pipeline, customers, and NPS", "h2")
+gtmTable = Table([gtmMetric, gtmValue, gtmDetail])
+gtmMetric = Col("Metric", ["Months of runway", "Sales pipeline value", "Win rate", "Customer count", "Customer churn", "NPS"])
+gtmValue = Col("Value", ["27.0", "$84.6M", "31.8%", "1,284", "2.1%", "62"])
+gtmDetail = Col("Detail", ["Cash runway at current burn", "Open qualified pipeline", "Closed-won / qualified last 90 days", "Active paying customers", "Net revenue churn, trailing 12 months", "Latest quarterly customer survey"])
+boardHeading = Heading("Next board meeting items", "h2")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY26 planning assumptions", "Confirm growth, margin, and headcount guardrails.")
+boardItem2 = ListItem("Review EMEA pipeline recovery", "Discuss executive sponsorship and top deal risks.")
+boardItem3 = ListItem("Approve AI infrastructure cost controls", "Review reserved capacity, budgets, and efficiency metrics.")
+boardItem4 = ListItem("Review security and data residency investments", "Confirm timeline for regulated-industry requirements.")
+boardItem5 = ListItem("Review customer health and NPS actions", "Discuss churn containment and expansion plan.")
+footerNote = TextContent("Selections above update the quarter and region focus. Export produces a board-ready pack.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..7976e1c73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r2.txt
@@ -0,0 +1,64 @@
+
+
+root = Card([header, controlForm, kpiTable, detailTabs, followUps])
+header = CardHeader("Q3 2025 Command View", "CEO Quarterly Dashboard — Updated October 2025")
+controlForm = Form("dashboard-controls", controlButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter", null, "Q3 2025")
+q1Item = SelectItem("Q1 2025", "Q1 2025")
+q2Item = SelectItem("Q2 2025", "Q2 2025")
+q3Item = SelectItem("Q3 2025", "Q3 2025")
+q4Item = SelectItem("Q4 2025", "Q4 2025")
+regionField = FormControl("Region Focus", regionSelect)
+regionSelect = Select("region", [allRegion, naRegion, emeaRegion, apacRegion], "Select region", null, "all")
+allRegion = SelectItem("all", "All Regions")
+naRegion = SelectItem("na", "North America")
+emeaRegion = SelectItem("emea", "EMEA")
+apacRegion = SelectItem("apac", "APAC")
+controlButtons = Buttons([exportBtn])
+exportBtn = Button("Export Board Pack", null, "primary")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Revenue", "Total Costs", "Net Profit", "Runway", "Pipeline Value", "Win Rate", "Active Customers", "Churn Rate", "NPS"])
+kpiValue = Col("Current", ["$48.2M", "$31.7M", "$16.5M", "14.2 months", "$127.4M", "34%", "2,847", "3.1%", "72"])
+kpiChange = Col("vs Q2", ["+12.4%", "+6.8%", "+24.1%", "+1.3 mo", "+18.6%", "+2.1 pp", "+142", "−0.4 pp", "+5"])
+detailTabs = Tabs([finTab, opsTab, salesTab, stratTab])
+finTab = TabItem("financials", "Financial Performance", [revCostChart, budgetChart])
+revCostChart = LineChart(["Q4 '24", "Q1 '25", "Q2 '25", "Q3 '25"], [revSeries, costSeries], "natural", "Quarter", "$M")
+revSeries = Series("Revenue", [38.1, 40.5, 42.9, 48.2])
+costSeries = Series("Costs", [28.4, 29.1, 29.7, 31.7])
+budgetChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "Operations", "G&A"], [budgetActual, budgetPlan], "grouped", "$M", "Department")
+budgetActual = Series("Actual Spend", [12.4, 8.2, 4.1, 3.8, 3.2])
+budgetPlan = Series("Planned Budget", [12.0, 8.5, 4.5, 3.5, 3.0])
+opsTab = TabItem("operations", "Operations", [headcountChart, runwayProgress])
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "Operations", "G&A"], [headcountSeries], "grouped", "Headcount", "Department")
+headcountSeries = Series("Headcount", [186, 94, 42, 38, 24])
+runwayProgress = Progress(14.2, "Months of Runway (target ≥ 12)")
+salesTab = TabItem("sales", "Sales & Customers", [pipelineTable, customerMetrics])
+pipelineTable = Table([pipeStage, pipeValue, pipeCount])
+pipeStage = Col("Stage", ["Discovery", "Qualification", "Proposal", "Negotiation", "Closed-Won"])
+pipeValue = Col("Value", ["$42.1M", "$31.8M", "$24.6M", "$16.2M", "$12.7M"])
+pipeCount = Col("Deals", [84, 52, 31, 18, 24])
+customerMetrics = Table([custMetric, custValue])
+custMetric = Col("Metric", ["Total Customers", "New This Quarter", "Churned", "Churn Rate", "NPS", "NPS Δ vs Q2"])
+custValue = Col("Value", ["2,847", "142", "89", "3.1%", "72", "+5"])
+stratTab = TabItem("strategic", "Strategic View", [riskTable, initiativeTable, boardList])
+riskTable = Table([riskName, riskImpact, riskOwner, riskMitigation])
+riskName = Col("Risk", ["Supply chain disruption", "Key talent attrition", "Regulatory change (EU AI Act)", "Competitor pricing pressure", "FX exposure (APAC)"])
+riskImpact = Col("Impact", ["High", "High", "Medium", "Medium", "Low"])
+riskOwner = Col("Owner", ["COO — M. Chen", "CHRO — L. Patel", "GC — R. Torres", "CRO — J. Williams", "CFO — A. Nakamura"])
+riskMitigation = Col("Mitigation", ["Dual-source critical components", "Retention bonus program launched", "Compliance task force active", "Value-based pricing reposition", "Natural hedging strategy"])
+initiativeTable = Table([initName, initStatus, initOwner, initTarget])
+initName = Col("Initiative", ["Platform v3.0 launch", "APAC market entry", "AI-powered analytics suite", "SOC 2 Type II certification", "Partner ecosystem expansion"])
+initStatus = Col("Status", ["On Track", "At Risk", "On Track", "Complete", "Behind"])
+initOwner = Col("Owner", ["CTO", "VP Sales", "VP Product", "CISO", "VP Partnerships"])
+initTarget = Col("Target", ["Nov 2025", "Jan 2026", "Q1 2026", "Oct 2025", "Q2 2026"])
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("APAC entry budget approval", "Requires $4.2M incremental investment decision")
+boardItem2 = ListItem("Executive compensation plan FY26", "Comp committee recommendation for board vote")
+boardItem3 = ListItem("Series D timing and target raise", "Market conditions favorable; targeting $80–100M")
+boardItem4 = ListItem("EU AI Act compliance roadmap", "Legal to present risk assessment and timeline")
+boardItem5 = ListItem("Board seat nomination — independent director", "Nomination committee shortlist of 3 candidates")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Deep dive on APAC market entry plan")
+fu2 = FollowUpItem("Show department-level P&L breakdown")
+fu3 = FollowUpItem("Compare Q3 2025 vs Q3 2024 year-over-year")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..f62e84a4b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r3.txt
@@ -0,0 +1,58 @@
+
+
+root = Card([header, controlsForm, kpiTable, trendHeading, trendChart, budgetHeading, budgetChart, headcountHeading, headcountChart, risksHeading, risksTable, initiativesHeading, initiativesTable, runwayHeading, runwayProgress, boardHeading, boardList, followUps])
+header = CardHeader("CEO Command View", "Q4 2024 · All Regions · Updated Jan 6 2025")
+controlsForm = Form("quarter-controls", controlsButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter", null, "Q4 2024")
+q1Item = SelectItem("Q1 2024", "Q1 2024")
+q2Item = SelectItem("Q2 2024", "Q2 2024")
+q3Item = SelectItem("Q3 2024", "Q3 2024")
+q4Item = SelectItem("Q4 2024", "Q4 2024")
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [allItem, naItem, emeaItem, apacItem], "Select region", null, "All Regions")
+allItem = SelectItem("all", "All Regions")
+naItem = SelectItem("na", "North America")
+emeaItem = SelectItem("emea", "EMEA")
+apacItem = SelectItem("apac", "APAC")
+controlsButtons = Buttons([applyBtn, exportBtn])
+applyBtn = Button("Apply Filters", null, "primary")
+exportBtn = Button("Export Board Pack", null, "secondary")
+kpiTable = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Revenue", "Costs", "Net Profit", "Runway", "Pipeline Value", "Win Rate", "Customers", "Churn Rate", "NPS"])
+kpiValue = Col("Value", ["$48.2M", "$31.7M", "$16.5M", "14 months", "$62.4M", "34%", "1,247", "3.2%", "62"])
+kpiChange = Col("vs Prior Qtr", ["+7.6%", "+4.3%", "+14.2%", "+1 mo", "+12.1%", "+2 pp", "+48", "−0.4 pp", "+5"])
+trendHeading = Heading("Revenue & Cost Trend", "h3")
+trendChart = LineChart(["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024"], [revSeries, costSeries], "natural", "Quarter", "$M")
+revSeries = Series("Revenue", [38.1, 41.5, 44.8, 48.2])
+costSeries = Series("Costs", [28.3, 29.1, 30.4, 31.7])
+budgetHeading = Heading("Budget by Department vs Plan", "h3")
+budgetChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "Operations", "G&A"], [actualSeries, planSeries], "grouped", "Department", "$M")
+actualSeries = Series("Actual Spend", [12.4, 8.2, 4.1, 3.8, 3.2])
+planSeries = Series("Planned Budget", [11.8, 8.5, 4.5, 3.6, 3.3])
+headcountHeading = Heading("Headcount by Department", "h3")
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Operations", "Marketing", "G&A"], [hcSeries], "grouped", "Department", "People")
+hcSeries = Series("Headcount", [142, 87, 56, 34, 28])
+risksHeading = Heading("Top Risks", "h3")
+risksTable = Table([riskCol, riskOwner, riskSeverity])
+riskCol = Col("Risk", ["Key enterprise contract renewal at risk", "Supply chain disruption in APAC", "EU data regulation change", "Engineering talent attrition", "Currency exposure in EMEA"])
+riskOwner = Col("Owner", ["CRO", "COO", "General Counsel", "CHRO", "CFO"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "Medium", "Low"])
+initiativesHeading = Heading("Strategic Initiatives", "h3")
+initiativesTable = Table([initCol, initStatus, initOwner])
+initCol = Col("Initiative", ["Platform v3.0 Launch", "APAC Market Expansion", "Enterprise Upsell Program", "AI-Powered Analytics", "SOC2 Type II Certification"])
+initStatus = Col("Status", ["On Track", "At Risk", "On Track", "In Planning", "On Track"])
+initOwner = Col("Owner", ["CTO", "VP International", "CRO", "VP Product", "CISO"])
+runwayHeading = Heading("Cash Runway", "h3")
+runwayProgress = Progress(58, "14 of 24 months remaining")
+boardHeading = Heading("Next Board Meeting Agenda", "h3")
+boardList = ListBlock([board1, board2, board3, board4, board5], "number")
+board1 = ListItem("Approve FY25 budget revision", "Finance committee pre-approved; full board vote required")
+board2 = ListItem("Review APAC expansion timeline", "3-month delay due to regulatory hurdles in Singapore")
+board3 = ListItem("Discuss Series D timing", "Bankers recommend Q2 2025 window; target $120M")
+board4 = ListItem("Approve new board member nomination", "Jane Chen, former CFO at ScaleUp Inc.")
+board5 = ListItem("Review cybersecurity audit findings", "Two critical findings remediated; one pending closure")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Deep dive on APAC expansion risks")
+fu2 = FollowUpItem("Compare headcount plan vs actual by level")
+fu3 = FollowUpItem("Generate board pack PDF")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..ea0bf40d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-exec__r4.txt
@@ -0,0 +1,81 @@
+
+
+root = Card([header, controlsSection, mainTabs, followUps])
+header = CardHeader("CEO Command View", "Q3 2024 · Last updated Oct 15, 2024")
+controlsSection = Form("view-controls", controlButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Item, q2Item, q3Item, q4Item], "Select quarter", null, "Q3 2024")
+q1Item = SelectItem("Q1 2024", "Q1 2024")
+q2Item = SelectItem("Q2 2024", "Q2 2024")
+q3Item = SelectItem("Q3 2024", "Q3 2024")
+q4Item = SelectItem("Q4 2024", "Q4 2024 (Projected)")
+regionField = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [allRegion, naRegion, emeaRegion, apacRegion], "All regions", null, "all")
+allRegion = SelectItem("all", "All Regions")
+naRegion = SelectItem("na", "North America")
+emeaRegion = SelectItem("emea", "EMEA")
+apacRegion = SelectItem("apac", "APAC")
+controlButtons = Buttons([exportBtn])
+exportBtn = Button("Export Board Pack", null, "primary")
+mainTabs = Tabs([finTab, opsTab, salesTab, riskTab, boardTab])
+finTab = TabItem("financials", "Financials", [finLabel, finKpis, revLabel, revChart, costLabel, costChart])
+finLabel = TextContent("**Key Financial Metrics**", "large-heavy")
+finKpis = Table([finMetricCol, finValueCol, finChangeCol])
+finMetricCol = Col("Metric", ["Revenue", "Total Costs", "Net Profit", "Months of Runway"])
+finValueCol = Col("Value", ["$42.8M", "$31.2M", "$11.6M", "18 months"])
+finChangeCol = Col("vs Q2", ["+9.5%", "+4.7%", "+24.7%", "+2 mo"])
+revLabel = TextContent("**Revenue Trend (4 Quarters)**", "default")
+revChart = LineChart(["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024 (P)"], [revSeries], "natural", "Quarter", "Revenue ($M)")
+revSeries = Series("Revenue", [36.2, 39.1, 42.8, 46.5])
+costLabel = TextContent("**Cost Trend (4 Quarters)**", "default")
+costChart = LineChart(["Q1 2024", "Q2 2024", "Q3 2024", "Q4 2024 (P)"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Total Costs", [28.4, 29.8, 31.2, 32.5])
+opsTab = TabItem("operations", "Operations", [budgetLabel, budgetChart, headcountLabel, headcountChart])
+budgetLabel = TextContent("**Budget vs Plan by Department ($M)**", "large-heavy")
+budgetChart = BarChart(["Engineering", "Sales", "Marketing", "Operations", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "Spend ($M)")
+budgetActual = Series("Actual", [12.4, 8.2, 4.1, 3.8, 2.7])
+budgetPlan = Series("Plan", [12.0, 8.5, 4.0, 3.5, 3.0])
+headcountLabel = TextContent("**Headcount by Department**", "large-heavy")
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Operations", "Marketing", "G&A"], [headcountSeries], "grouped", "Department", "Headcount")
+headcountSeries = Series("Headcount", [142, 68, 45, 34, 22])
+salesTab = TabItem("sales", "Sales & Customers", [salesLabel, salesKpis, custLabel, custKpis, npsLabel, npsTable])
+salesLabel = TextContent("**Sales Performance**", "large-heavy")
+salesKpis = Table([salesMetricCol, salesValueCol, salesTargetCol])
+salesMetricCol = Col("Metric", ["Pipeline Value", "Win Rate", "Avg Deal Size", "Sales Cycle"])
+salesValueCol = Col("Current", ["$67.3M", "34%", "$128K", "47 days"])
+salesTargetCol = Col("Target", ["$75.0M", "38%", "$135K", "42 days"])
+custLabel = TextContent("**Customer Health**", "large-heavy")
+custKpis = Table([custMetricCol, custValueCol, custChangeCol])
+custMetricCol = Col("Metric", ["Active Customers", "Net Revenue Retention", "Logo Churn (Q3)", "ARR"])
+custValueCol = Col("Value", ["1,247", "118%", "3.2%", "$54.6M"])
+custChangeCol = Col("vs Q2", ["+38", "+2pp", "-0.4pp", "+$3.1M"])
+npsLabel = TextContent("**Net Promoter Score**", "large-heavy")
+npsTable = Table([npsMetricCol, npsValueCol])
+npsMetricCol = Col("Segment", ["Overall NPS", "Enterprise", "Mid-Market", "SMB"])
+npsValueCol = Col("Score", ["62", "71", "58", "49"])
+riskTab = TabItem("risks", "Risks & Initiatives", [riskLabel, riskTable, initLabel, initTable])
+riskLabel = TextContent("**Top Risks**", "large-heavy")
+riskTable = Table([riskNameCol, riskImpactCol, riskOwnerCol, riskMitigationCol])
+riskNameCol = Col("Risk", ["Enterprise contract renewal", "APAC supply chain disruption", "EU data regulation change", "Engineering talent attrition", "Competitor pricing pressure"])
+riskImpactCol = Col("Impact", ["High", "High", "Medium", "Medium", "Medium"])
+riskOwnerCol = Col("Owner", ["Sarah Chen (CRO)", "Mike Torres (COO)", "Lisa Park (GC)", "David Kim (CHRO)", "James Wright (VP Sales)"])
+riskMitigationCol = Col("Mitigation", ["Exec sponsor assigned", "Dual-source strategy", "Compliance sprint Q4", "Retention package rollout", "Value-based repositioning"])
+initLabel = TextContent("**Strategic Initiatives**", "large-heavy")
+initTable = Table([initNameCol, initStatusCol, initOwnerCol, initTargetCol])
+initNameCol = Col("Initiative", ["Platform API Launch", "Enterprise Expansion", "AI Analytics Suite", "EMEA Market Entry", "Self-Service Portal"])
+initStatusCol = Col("Status", ["On Track", "At Risk", "On Track", "Delayed", "Complete"])
+initOwnerCol = Col("Owner", ["CTO", "CRO", "VP Product", "GM EMEA", "VP Engineering"])
+initTargetCol = Col("Target Date", ["Nov 2024", "Q1 2025", "Dec 2024", "Q2 2025", "Shipped Oct 1"])
+boardTab = TabItem("board", "Board Prep", [boardLabel, boardList, boardNote])
+boardLabel = TextContent("**Next Board Meeting Agenda — Nov 12, 2024**", "large-heavy")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Q3 Financial Results Review", "Revenue beat plan by 4%; margin expansion of 180bps")
+boardItem2 = ListItem("FY2025 Budget Approval", "Requesting $148M opex; 22% growth investment")
+boardItem3 = ListItem("Series D Fundraising Timeline", "Target close by Feb 2025; $80M at $600M valuation")
+boardItem4 = ListItem("EMEA Expansion Go/No-Go", "Decision needed; $4.2M investment over 18 months")
+boardItem5 = ListItem("Executive Compensation Plan", "Updated equity refresh for VP+ layer")
+boardNote = TextContent("*Pre-read materials due Nov 5. Contact Chief of Staff for scheduling.*", "small")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Drill into EMEA expansion financials")
+fu2 = FollowUpItem("Show risk mitigation timelines")
+fu3 = FollowUpItem("Compare Q3 actuals vs board expectations")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..4fa5c2589
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r1.txt
@@ -0,0 +1,89 @@
+
+
+root = Card([header, timeframeRow, kpiTable, riskAlerts, mainTabs, actionsSection, followUps])
+header = CardHeader("Trading Desk — Morning Workspace", "Wednesday, June 12, 2025 · 07:42 ET")
+timeframeRow = Card([timeframeLabel, timeframeSelect], "clear", "row", "m", "center")
+timeframeLabel = TextContent("Timeframe:", "small-heavy")
+timeframeSelect = Select("timeframe", [tf1d, tf1w, tf1m, tf3m, tf1y], "Select timeframe", null, "1D")
+tf1d = SelectItem("1D", "1 Day")
+tf1w = SelectItem("1W", "1 Week")
+tf1m = SelectItem("1M", "1 Month")
+tf3m = SelectItem("3M", "3 Months")
+tf1y = SelectItem("1Y", "1 Year")
+kpiTable = Table([kpiName, kpiVal, kpiChg])
+kpiName = Col("Metric", ["Portfolio Value", "P&L Today", "Value at Risk (95%, 1D)", "Margin Utilization"])
+kpiVal = Col("Value", ["$48,231,500", "+$312,800", "$1,245,000", "62%"])
+kpiChg = Col("Detail", ["+0.65% vs prior close", "+0.65% day", "Within $2.0M limit", "$29.9M of $48.0M capacity"])
+riskAlerts = Alert("Risk Limit Warning", "Technology sector concentration at 87% of max (30.5% vs 35% limit). Single-name limit on NVDA at 91% of max. Review before adding exposure.", "warning")
+mainTabs = Tabs([posTab, riskTab, mktTab, perfTab])
+posTab = TabItem("positions", "Positions & Orders", [posTitle, positionsTable, ordTitle, ordersTable])
+posTitle = TextContent("Open Positions", "large-heavy")
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "AMZN", "META", "TSLA"])
+posSize = Col("Size", [12500, 8200, 4100, 15000, 9800, 6500, 7200, 3800])
+posEntry = Col("Entry", ["$189.42", "$412.10", "$875.30", "$198.55", "$112.80", "$178.25", "$495.60", "$242.15"])
+posCurrent = Col("Current", ["$192.18", "$418.75", "$912.45", "$196.20", "$114.95", "$181.30", "$502.85", "$238.40"])
+posPnl = Col("P&L", ["+$34,500", "+$54,530", "+$152,115", "−$35,250", "+$21,070", "+$19,825", "+$52,200", "−$14,250"])
+ordTitle = TextContent("Working Orders", "large-heavy")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordPrice, ordType, ordStatus])
+ordTicker = Col("Ticker", ["GOOGL", "AMD", "NFLX", "BA", "SPY"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY", "SELL", "BUY"])
+ordQty = Col("Qty", [5000, 3200, 1800, 2500, 10000])
+ordPrice = Col("Limit", ["$172.50", "$168.20", "$645.00", "$178.90", "$542.30"])
+ordType = Col("Type", ["Limit", "Limit", "Stop-Limit", "Limit", "VWAP"])
+ordStatus = Col("Status", ["Open", "Open", "Triggered", "Open", "Working"])
+riskTab = TabItem("risk", "Risk & Exposure", [sectorTitle, sectorChart, ddTitle, ddChart, marginTitle, marginProgress])
+sectorTitle = TextContent("Exposure by Sector", "large-heavy")
+sectorChart = PieChart(["Technology", "Financials", "Energy", "Healthcare", "Consumer Disc.", "Industrials"], [30.5, 18.2, 12.8, 14.5, 13.2, 10.8], "donut")
+ddTitle = TextContent("Drawdown — Trailing 12 Months", "large-heavy")
+ddChart = AreaChart(["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Drawdown", [-2.1, -4.8, -3.2, -7.5, -5.1, -1.8, -6.3, -9.2, -4.4, -2.7, -1.2, -0.8])
+marginTitle = TextContent("Margin Utilization", "large-heavy")
+marginProgress = Progress(62, "$29.9M used of $48.0M total capacity")
+mktTab = TabItem("market", "Market Intel", [watchTitle, watchTable, hlTitle, headlinesTable, econTitle, econTable])
+watchTitle = TextContent("Watchlist", "large-heavy")
+watchTable = Table([watchTicker, watchPrice, watchChg])
+watchTicker = Col("Ticker", ["GOOGL", "AMD", "NFLX", "BA", "COIN", "PLTR", "SNOW"])
+watchPrice = Col("Price", ["$174.82", "$165.40", "$648.20", "$176.35", "$225.10", "$24.85", "$142.60"])
+watchChg = Col("Chg", ["+1.2%", "−0.8%", "+2.1%", "−1.4%", "+3.5%", "+1.8%", "−0.3%"])
+hlTitle = TextContent("Market Headlines", "large-heavy")
+headlinesTable = Table([hlTime, hlHeadline, hlSentiment])
+hlTime = Col("Time", ["07:32", "07:15", "06:58", "06:41", "06:22"])
+hlHeadline = Col("Headline", ["Fed officials signal patience on rate cuts amid sticky inflation", "NVIDIA surges on new AI chip announcement, beats estimates", "Oil prices climb as OPEC+ extends production cuts through Q3", "European markets rally on stronger-than-expected PMI data", "Treasury yields edge higher ahead of CPI release"])
+hlSentiment = Col("Sentiment", ["Neutral", "Bullish", "Bullish", "Bullish", "Bearish"])
+econTitle = TextContent("Economic Releases This Week", "large-heavy")
+econTable = Table([econDay, econEvent, econTime, econImpact])
+econDay = Col("Day", ["Wed", "Wed", "Thu", "Thu", "Fri"])
+econEvent = Col("Event", ["CPI (MoM)", "Crude Oil Inventories", "Initial Jobless Claims", "PPI (MoM)", "UMich Consumer Sentiment"])
+econTime = Col("Time", ["8:30 ET", "10:30 ET", "8:30 ET", "8:30 ET", "10:00 ET"])
+econImpact = Col("Impact", ["High", "Medium", "Medium", "High", "Medium"])
+perfTab = TabItem("performance", "Performance", [stratTitle, stratChart, moversTitle, moversTable])
+stratTitle = TextContent("Strategy Returns YTD", "large-heavy")
+stratChart = HorizontalBarChart(["Long/Short Equity", "Global Macro", "Quant Momentum", "Event Driven", "Market Neutral", "Vol Arbitrage"], [stratSeries], "grouped", "Strategy", "Return %")
+stratSeries = Series("YTD Return", [14.2, 8.7, 22.1, 6.3, 4.8, 9.5])
+moversTitle = TextContent("Today's Biggest Movers", "large-heavy")
+moversTable = Table([moverTicker, moverName, moverChg, moverType])
+moverTicker = Col("Ticker", ["NVDA", "META", "AAPL", "TSLA", "JPM", "BA"])
+moverName = Col("Name", ["NVIDIA Corp", "Meta Platforms", "Apple Inc", "Tesla Inc", "JPMorgan Chase", "Boeing Co"])
+moverChg = Col("Change", ["+4.2%", "+1.5%", "+1.5%", "−1.6%", "−1.2%", "−1.4%"])
+moverType = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+actionsSection = Card([rebalanceBtn, orderTitle, orderForm], "sunk", "column", "l")
+rebalanceBtn = Button("Rebalance Portfolio", null, "secondary")
+orderTitle = TextContent("Place Order", "large-heavy")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput, "Enter instrument symbol")
+tickerInput = Input("ticker", "e.g. AAPL")
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("BUY", "Buy")
+sideSell = SelectItem("SELL", "Sell")
+qtyField = FormControl("Quantity", qtyInput, "Number of shares or contracts")
+qtyInput = Input("quantity", "e.g. 1000", "number")
+orderButtons = Buttons([submitOrder, cancelOrder])
+submitOrder = Button("Submit Order", null, "primary")
+cancelOrder = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3, fu4])
+fu1 = FollowUpItem("Show detailed NVDA risk breakdown")
+fu2 = FollowUpItem("Run portfolio stress test")
+fu3 = FollowUpItem("Compare strategy Sharpe ratios")
+fu4 = FollowUpItem("Set alert for CPI release")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..527f819fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r2.txt
@@ -0,0 +1,95 @@
+root = Card([header, kpiRow, riskAlert, mainTabs, actionsRow])
+header = CardHeader("Trading Desk — Morning Workspace", "Wednesday, June 25, 2025 · 7:42 AM ET")
+kpiRow = Card([kpiPortfolio, kpiPnL, kpiVaR, kpiMargin], "sunk", "row", "l")
+kpiPortfolio = TextContent("**Portfolio Value**\n$48,231,500", "large")
+kpiPnL = TextContent("**P&L Today**\n+$312,400 (+0.65%)", "large")
+kpiVaR = TextContent("**VaR (95%, 1-Day)**\n$1,240,000", "large")
+kpiMargin = Progress(72, "Margin in Use: $34.7M / $48.2M")
+riskAlert = Alert("Risk Limit Warning", "Technology sector concentration at 34.2% — hard limit is 35%. Projected breach within 2 sessions at current drift rate.", "warning")
+mainTabs = Tabs([positionsTab, marketTab, riskPerfTab])
+positionsTab = TabItem("positions", "Positions & Orders", [posHeading, positionsTable, sep1, ordHeading, ordersTable])
+posHeading = TextContent("**Open Positions**", "default")
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnL])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "AMZN", "TSLA", "META"])
+posSize = Col("Size", ["5,000", "3,200", "1,800", "4,500", "6,000", "2,400", "1,500", "2,800"])
+posEntry = Col("Entry", ["$189.20", "$412.50", "$875.00", "$198.75", "$112.30", "$178.90", "$245.60", "$498.20"])
+posCurrent = Col("Current", ["$194.85", "$418.30", "$912.40", "$196.20", "$114.85", "$182.15", "$238.90", "$512.75"])
+posPnL = Col("P&L", ["+$28,250", "+$18,560", "+$67,320", "−$11,475", "+$15,300", "+$7,800", "−$10,050", "+$40,740"])
+sep1 = Separator()
+ordHeading = TextContent("**Working Orders**", "default")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordLimit, ordStatus])
+ordTicker = Col("Ticker", ["GOOGL", "AAPL", "NVDA", "JPM", "MSFT"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY", "SELL", "BUY"])
+ordQty = Col("Qty", ["2,000", "1,500", "500", "2,000", "800"])
+ordLimit = Col("Limit", ["$172.50", "$196.00", "$900.00", "$199.50", "$415.00"])
+ordStatus = Col("Status", ["Working", "Working", "Working", "Working", "Working"])
+marketTab = TabItem("market", "Market Intel", [movHeading, moversTable, sep2, wlHeading, watchlistTable, sep3, hlHeading, headlinesTable, sep4, econHeading, econTable])
+movHeading = TextContent("**Today's Biggest Movers**", "default")
+moversTable = Table([movTicker, movChange, movDir])
+movTicker = Col("Ticker", ["NVDA", "META", "AAPL", "TSLA", "JPM", "PFE"])
+movChange = Col("Change", ["+4.3%", "+2.9%", "+3.0%", "−2.7%", "−1.3%", "−1.8%"])
+movDir = Col("", ["▲ Gainer", "▲ Gainer", "▲ Gainer", "▼ Loser", "▼ Loser", "▼ Loser"])
+sep2 = Separator()
+wlHeading = TextContent("**Watchlist**", "default")
+watchlistTable = Table([wlInstrument, wlPrice, wlChange])
+wlInstrument = Col("Instrument", ["GOOGL", "BRK.B", "UNH", "COST", "LLY", "V"])
+wlPrice = Col("Price", ["$174.20", "$428.50", "$512.30", "$892.15", "$785.40", "$278.90"])
+wlChange = Col("Chg", ["+0.8%", "+0.3%", "−0.5%", "+1.2%", "+0.6%", "+0.4%"])
+sep3 = Separator()
+hlHeading = TextContent("**Market Headlines**", "default")
+headlinesTable = Table([hlText, hlSentiment])
+hlText = Col("Headline", ["Fed signals potential rate cut in September", "Tech earnings beat expectations across the board", "Oil prices surge on OPEC+ supply concerns", "China PMI disappoints — manufacturing contracts", "Treasury yields fall as inflation data cools"])
+hlSentiment = Col("Sentiment", ["Bullish", "Bullish", "Mixed", "Bearish", "Bullish"])
+sep4 = Separator()
+econHeading = TextContent("**Economic Releases This Week**", "default")
+econTable = Table([econDate, econEvent, econConsensus, econPrevious])
+econDate = Col("Date", ["Mon 23", "Tue 24", "Wed 25", "Thu 26", "Fri 27"])
+econEvent = Col("Event", ["ISM Manufacturing", "JOLTS Job Openings", "ADP Employment", "Initial Jobless Claims", "Non-Farm Payrolls"])
+econConsensus = Col("Consensus", ["49.8", "8.1M", "175K", "218K", "185K"])
+econPrevious = Col("Previous", ["49.2", "8.06M", "152K", "221K", "272K"])
+riskPerfTab = TabItem("risk", "Risk & Performance", [secHeading, sectorChart, sep5, stratHeading, strategyChart, sep6, ddHeading, drawdownChart])
+secHeading = TextContent("**Sector Exposure**", "default")
+sectorChart = PieChart(["Technology", "Healthcare", "Financials", "Energy", "Consumer", "Industrials"], [34, 18, 15, 12, 11, 10], "donut")
+sep5 = Separator()
+stratHeading = TextContent("**Strategy Returns (YTD)**", "default")
+strategyChart = HorizontalBarChart(["Momentum", "Macro", "Mean Reversion", "Stat Arb", "Volatility"], [strategySeries], "grouped", "Strategy", "Return %")
+strategySeries = Series("YTD Return", [14.2, 11.5, 8.7, 6.3, -2.1])
+sep6 = Separator()
+ddHeading = TextContent("**Drawdown — Trailing 12 Months**", "default")
+drawdownChart = AreaChart(["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Drawdown", [-2.1, -3.4, -1.8, -4.2, -2.9, -5.1, -3.8, -2.4, -1.2, -0.8, -1.5, -0.6])
+actionsRow = Card([rebalanceDialog, orderDialog, timeframeForm], "clear", "row", "m")
+rebalanceDialog = DialogBlock("Rebalance Portfolio", "Rebalance Targets", "Adjust sector weight targets to bring the portfolio back within risk limits.", [rebalanceForm])
+rebalanceForm = Form("rebalance", rebalanceBtns, [techWeight, healthWeight, finWeight, energyWeight])
+techWeight = FormControl("Technology Target %", techInput)
+techInput = Input("tech_weight", "Current: 34%", "number", null, "30")
+healthWeight = FormControl("Healthcare Target %", healthInput)
+healthInput = Input("health_weight", "Current: 18%", "number", null, "20")
+finWeight = FormControl("Financials Target %", finInput)
+finInput = Input("fin_weight", "Current: 15%", "number", null, "18")
+energyWeight = FormControl("Energy Target %", energyInput)
+energyInput = Input("energy_weight", "Current: 12%", "number", null, "12")
+rebalanceBtns = Buttons([rebalanceSubmit])
+rebalanceSubmit = Button("Apply Rebalance", null, "primary")
+orderDialog = DialogBlock("Place Order", "New Order", "Submit a new order to the market.", [orderForm])
+orderForm = Form("new-order", orderBtns, [tickerField, sideField, qtyField])
+tickerField = FormControl("Ticker", tickerInput)
+tickerInput = Input("ticker", "e.g. AAPL", "text")
+sideField = FormControl("Side", sideRadio)
+sideRadio = RadioGroup("side", [sideBuy, sideSell], "buy")
+sideBuy = RadioItem("Buy", "Long entry or short cover", "buy")
+sideSell = RadioItem("Sell", "Short entry or long exit", "sell")
+qtyField = FormControl("Quantity", qtyInput)
+qtyInput = Input("quantity", "e.g. 1000", "number")
+orderBtns = Buttons([orderSubmit])
+orderSubmit = Button("Submit Order", null, "primary")
+timeframeForm = Form("timeframe", tfBtns, [tfField])
+tfField = FormControl("Chart Timeframe", tfRadio)
+tfRadio = RadioGroup("timeframe", [tf1d, tf1w, tf1m, tf3m, tf1y], "1d")
+tf1d = RadioItem("1D", "Intraday", "1d")
+tf1w = RadioItem("1W", "One week", "1w")
+tf1m = RadioItem("1M", "One month", "1m")
+tf3m = RadioItem("3M", "Three months", "3m")
+tf1y = RadioItem("1Y", "One year", "1y")
+tfBtns = Buttons([tfApply])
+tfApply = Button("Apply", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..4abcecb49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r3.txt
@@ -0,0 +1,89 @@
+
+
+root = Card([header, kpiTable, riskAlerts, marginSection, mainTabs, followUps])
+header = CardHeader("Trading Desk — Morning Workspace", "Monday, June 16, 2025 · Markets Open")
+kpiTable = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Portfolio Value", "P&L Today", "VaR (95%, 1D)"])
+kpiValue = Col("Value", ["$47,238,500", "+$312,400", "$1,215,000"])
+kpiChange = Col("Context", ["+0.66% vs prior close", "+0.66% vs prior close", "Within $1.5M limit"])
+riskAlerts = Card([riskAlert1, riskAlert2], "sunk")
+riskAlert1 = Alert("Sector Concentration Warning", "Technology exposure at 38.2% — limit is 40.0%. Breach projected within 2 sessions at current drift.", "warning")
+riskAlert2 = Alert("Single Name Exposure", "NVDA at 9.8% of NAV — limit is 10.0%. Consider trimming 1,200 shares.", "warning")
+marginSection = Card([marginLabel, marginBar], "sunk")
+marginLabel = TextContent("Margin Utilisation", "small-heavy")
+marginBar = Progress(62, "62% of $30M facility — $18.6M deployed")
+mainTabs = Tabs([posTab, mktTab, perfTab, actTab])
+posTab = TabItem("positions", "Positions & Orders", [posTable, sep1, ordersTable])
+posTable = Table([tickerCol, sizeCol, entryCol, currentCol, pnlCol])
+tickerCol = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "AMZN"])
+sizeCol = Col("Size", ["15,000", "8,500", "5,200", "12,000", "20,000", "6,800"])
+entryCol = Col("Entry", ["$178.50", "$412.00", "$875.00", "$195.20", "$104.50", "$178.90"])
+currentCol = Col("Current", ["$182.30", "$418.75", "$912.40", "$193.80", "$106.20", "$181.50"])
+pnlCol = Col("Unrealised P&L", ["+$57,000", "+$57,375", "+$194,480", "-$16,800", "+$34,000", "+$17,680"])
+sep1 = Separator()
+ordersTable = Table([ordTicker, ordSide, ordQty, ordPrice, ordType, ordStatus])
+ordTicker = Col("Ticker", ["TSLA", "META", "AMD"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY"])
+ordQty = Col("Qty", ["5,000", "2,000", "8,000"])
+ordPrice = Col("Price", ["$245.00", "$510.00", "$158.00"])
+ordType = Col("Type", ["Limit", "Limit", "Stop"])
+ordStatus = Col("Status", ["Working", "Working", "Working"])
+mktTab = TabItem("market", "Market", [watchTable, sep2, sectorChart, sep3, headlineTable, sep4, econTable])
+watchTable = Table([watchTicker, watchPrice, watchChange])
+watchTicker = Col("Ticker", ["TSLA", "META", "GOOGL", "AMD", "NFLX"])
+watchPrice = Col("Price", ["$248.50", "$502.30", "$141.80", "$162.40", "$628.90"])
+watchChange = Col("Change", ["+1.8%", "+0.4%", "-0.3%", "+2.1%", "+0.9%"])
+sep2 = Separator()
+sectorChart = PieChart(["Technology", "Financials", "Energy", "Healthcare", "Consumer"], [38, 22, 18, 12, 10], "donut")
+sep3 = Separator()
+headlineTable = Table([headlineText, headlineSentiment])
+headlineText = Col("Headline", ["Fed signals potential rate cut in September", "Tech earnings beat expectations across the board", "Oil prices surge on OPEC+ production cuts", "Banking sector faces new regulatory scrutiny"])
+headlineSentiment = Col("Sentiment", ["Bullish", "Bullish", "Mixed", "Bearish"])
+sep4 = Separator()
+econTable = Table([econDay, econEvent, econImpact])
+econDay = Col("Day", ["Mon", "Tue", "Wed", "Thu", "Fri"])
+econEvent = Col("Event", ["ISM Manufacturing PMI", "JOLTS Job Openings", "FOMC Meeting Minutes", "Initial Jobless Claims", "Non-Farm Payrolls"])
+econImpact = Col("Impact", ["Medium", "Medium", "High", "Medium", "High"])
+perfTab = TabItem("performance", "Performance", [stratChart, sep5, ddChart, sep6, moversTable])
+stratChart = HorizontalBarChart(["L/S Equity", "Global Macro", "Quantitative", "Event Driven", "Relative Value"], [stratSeries], "grouped", "Strategy", "Return %")
+stratSeries = Series("YTD Return", [14.2, 8.7, 11.3, 6.1, 4.8])
+sep5 = Separator()
+ddChart = AreaChart(["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Max Drawdown", [-2.1, -3.4, -1.8, -5.2, -4.1, -2.9, -6.8, -5.5, -3.2, -1.4, -2.7, -1.1])
+sep6 = Separator()
+moversTable = Table([moverTicker, moverChange, moverType])
+moverTicker = Col("Ticker", ["NVDA", "AAPL", "AMZN", "JPM", "PFE", "BA"])
+moverChange = Col("Change", ["+4.3%", "+2.1%", "+1.5%", "-0.7%", "-1.2%", "-2.1%"])
+moverType = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+actTab = TabItem("actions", "Actions", [rebalanceBtns, sep7, orderForm, sep8, timeframeSection])
+rebalanceBtns = Buttons([rebalanceBtn])
+rebalanceBtn = Button("Rebalance Portfolio", null, "primary")
+sep7 = Separator()
+orderForm = Form("place-order", orderFormBtns, [orderTickerField, orderSideField, orderQtyField])
+orderTickerField = FormControl("Ticker", orderTickerInput)
+orderTickerInput = Input("ticker", "e.g. AAPL")
+orderSideField = FormControl("Side", orderSideSelect)
+orderSideSelect = Select("side", [sideBuy, sideSell], "Select side")
+sideBuy = SelectItem("buy", "Buy")
+sideSell = SelectItem("sell", "Sell")
+orderQtyField = FormControl("Quantity", orderQtyInput)
+orderQtyInput = Input("quantity", "e.g. 1000", "number")
+orderFormBtns = Buttons([submitOrderBtn, cancelOrderBtn])
+submitOrderBtn = Button("Submit Order", null, "primary")
+cancelOrderBtn = Button("Cancel", null, "tertiary")
+sep8 = Separator()
+timeframeSection = Form("timeframe", timeframeBtns, [timeframeField])
+timeframeField = FormControl("Timeframe", timeframeRadio)
+timeframeRadio = RadioGroup("timeframe", [tf1D, tf1W, tf1M, tf3M, tf1Y, tfYTD], "1d")
+tf1D = RadioItem("1D", "Intraday", "1d")
+tf1W = RadioItem("1W", "One week", "1w")
+tf1M = RadioItem("1M", "One month", "1m")
+tf3M = RadioItem("3M", "Three months", "3m")
+tf1Y = RadioItem("1Y", "One year", "1y")
+tfYTD = RadioItem("YTD", "Year to date", "ytd")
+timeframeBtns = Buttons([applyTfBtn])
+applyTfBtn = Button("Apply Timeframe", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show detailed risk report")
+fu2 = FollowUpItem("Run scenario analysis on current positions")
+fu3 = FollowUpItem("Export all positions to CSV")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..2f7ad48c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-fund__r4.txt
@@ -0,0 +1,81 @@
+
+
+root = Card([header, kpis, riskAlert, mainTabs, timeframeRow])
+header = CardHeader("Trading Desk — Morning Workspace", "Wednesday, June 12, 2025 • 07:42 ET")
+kpis = Card([portfolioVal, pnlToday, varMetric, marginMetric], "sunk", "row", "l")
+portfolioVal = TextContent("**Portfolio Value**\n$48,231,500", "large-heavy")
+pnlToday = TextContent("**P&L Today**\n+$312,400 (+0.65%)", "large-heavy")
+varMetric = TextContent("**VaR (95%, 1d)**\n$1,205,000", "large")
+marginMetric = Progress(0.72, "Margin Used: 72%")
+riskAlert = Alert("Risk Limit Warning", "Energy sector concentration at 28.4% — limit is 30%. Approaching breach threshold.", "warning")
+mainTabs = Tabs([positionsTab, marketTab, perfTab, actionsTab])
+positionsTab = TabItem("positions", "Positions & Orders", [positionsTable, ordersHeading, ordersTable, watchHeading, watchlistTable])
+positionsTable = Table([posTicker, posSize, posEntry, posCurrent, posPnl])
+posTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "AMZN", "META"])
+posSize = Col("Size", [1200, 800, 450, 1500, 2000, 600, 900])
+posEntry = Col("Entry", ["$189.20", "$412.50", "$875.30", "$198.40", "$104.60", "$178.90", "$495.10"])
+posCurrent = Col("Current", ["$194.85", "$418.20", "$912.45", "$196.10", "$107.30", "$183.40", "$508.75"])
+posPnl = Col("P&L", ["+$6,780", "+$4,560", "+$16,718", "-$3,450", "+$5,400", "+$2,700", "+$12,285"])
+ordersHeading = Heading("Working Orders", "h3")
+ordersTable = Table([ordTicker, ordSide, ordQty, ordPrice, ordStatus])
+ordTicker = Col("Ticker", ["TSLA", "GOOGL", "AAPL", "NVDA"])
+ordSide = Col("Side", ["BUY", "SELL", "BUY", "SELL"])
+ordQty = Col("Qty", [300, 150, 500, 100])
+ordPrice = Col("Limit", ["$248.50", "$176.20", "$192.00", "$920.00"])
+ordStatus = Col("Status", ["Working", "Working", "Working", "Working"])
+watchHeading = Heading("Watchlist", "h3")
+watchlistTable = Table([watchTicker, watchPrice, watchChange])
+watchTicker = Col("Instrument", ["SPY", "QQQ", "VIX", "US 10Y", "Gold", "BTC/USD", "EUR/USD"])
+watchPrice = Col("Price", ["$543.20", "$478.65", "13.42", "4.28%", "$2,348", "$67,850", "1.0842"])
+watchChange = Col("Change", ["+0.42%", "+0.58%", "-3.1%", "+2bp", "+0.8%", "+1.2%", "-0.15%"])
+marketTab = TabItem("market", "Market Intel", [headlinesHeading, headlinesList, econHeading, econReleases, moversHeading, moversTable])
+headlinesHeading = Heading("Headlines & Sentiment", "h3")
+headlinesList = Table([headlineText, headlineSentiment])
+headlineText = Col("Headline", ["Fed signals potential rate cut in September", "NVIDIA earnings beat expectations by 12%", "China PMI shows manufacturing contraction", "Oil prices surge on OPEC+ supply cuts", "Tech rally extends to fifth consecutive session"])
+headlineSentiment = Col("Sentiment", ["Bullish", "Bullish", "Bearish", "Mixed", "Bullish"])
+econHeading = Heading("Economic Releases This Week", "h3")
+econReleases = Table([econDate, econEvent, econForecast, econPrior])
+econDate = Col("Date", ["Jun 12", "Jun 13", "Jun 14", "Jun 14", "Jun 15"])
+econEvent = Col("Event", ["CPI (MoM)", "PPI (MoM)", "Retail Sales", "UMich Sentiment", "Industrial Prod."])
+econForecast = Col("Forecast", ["+0.3%", "+0.2%", "+0.4%", "72.5", "+0.3%"])
+econPrior = Col("Prior", ["+0.4%", "+0.5%", "+0.1%", "69.1", "-0.1%"])
+moversHeading = Heading("Biggest Movers Today", "h3")
+moversTable = Table([moverTicker, moverChange, moverType])
+moverTicker = Col("Ticker", ["SMCI", "MARA", "NVDA", "FSLR", "WBA", "LCID", "PFE", "SNAP"])
+moverChange = Col("Change", ["+8.4%", "+6.2%", "+4.3%", "+3.8%", "-5.1%", "-4.7%", "-3.9%", "-3.2%"])
+moverType = Col("Type", ["Gainer", "Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser", "Loser"])
+perfTab = TabItem("performance", "Performance & Risk", [sectorHeading, sectorChart, stratHeading, strategyChart, ddHeading, drawdownChart])
+sectorHeading = Heading("Exposure by Sector", "h3")
+sectorChart = PieChart(["Technology", "Healthcare", "Energy", "Financials", "Consumer", "Industrials"], [32, 18, 28, 12, 6, 4], "donut")
+stratHeading = Heading("Strategy Returns YTD", "h3")
+strategyChart = BarChart(["Momentum", "Mean Rev.", "Macro", "Stat Arb", "Volatility"], [stratSeries], "grouped", "Strategy", "Return %")
+stratSeries = Series("YTD Return", [14.2, 8.7, 11.3, 6.8, -2.1])
+ddHeading = Heading("Drawdown — Past 12 Months", "h3")
+drawdownChart = AreaChart(["Jul", "Aug", "Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun"], [ddSeries], "natural", "Month", "Drawdown %")
+ddSeries = Series("Drawdown", [0, -2.1, -4.8, -7.2, -5.1, -3.4, -1.2, -6.8, -8.9, -4.2, -2.1, -0.8])
+actionsTab = TabItem("actions", "Actions", [rebalanceDialog, orderHeading, orderForm])
+rebalanceDialog = DialogBlock("Rebalance Portfolio", "Portfolio Rebalancing", "Adjust sector weights toward target allocation", [rebalanceContent, rebalanceButtons])
+rebalanceContent = TextContent("Current allocation deviates from target by **+3.2%** in Energy and **-2.1%** in Technology.\n\n**Recommended:** Reduce Energy exposure by $1.4M, increase Technology by $980K.")
+rebalanceButtons = Buttons([rebalanceExecBtn, rebalanceCancelBtn])
+rebalanceExecBtn = Button("Execute Rebalance", null, "primary")
+rebalanceCancelBtn = Button("Cancel", null, "tertiary")
+orderHeading = Heading("Place New Order", "h3")
+orderForm = Form("new-order", orderFormButtons, [orderTickerField, orderSideField, orderQtyField])
+orderTickerField = FormControl("Ticker", orderTickerInput, "Enter symbol")
+orderTickerInput = Input("ticker", "e.g. AAPL")
+orderSideField = FormControl("Side", orderSideRadio)
+orderSideRadio = RadioGroup("side", [sideBuy, sideSell])
+sideBuy = RadioItem("Buy", "Open or add long", "buy")
+sideSell = RadioItem("Sell", "Short or reduce", "sell")
+orderQtyField = FormControl("Quantity", orderQtyInput, "Number of shares/contracts")
+orderQtyInput = Input("quantity", "e.g. 100", "number")
+orderFormButtons = Buttons([orderSubmitBtn])
+orderSubmitBtn = Button("Submit Order", null, "primary")
+timeframeRow = Card([timeframeLabel, timeframeSelect], "clear", "row", "m")
+timeframeLabel = TextContent("Timeframe:", "small-heavy")
+timeframeSelect = Select("timeframe", [tf1d, tf1w, tf1m, tf3m, tf1y], "1D")
+tf1d = SelectItem("1d", "1 Day")
+tf1w = SelectItem("1w", "1 Week")
+tf1m = SelectItem("1m", "1 Month")
+tf3m = SelectItem("3m", "3 Months")
+tf1y = SelectItem("1y", "1 Year")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r1.txt
new file mode 100644
index 000000000..e2e8cc652
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r1.txt
@@ -0,0 +1,80 @@
+
+
+root = Card([header, kpis, mainTabs, actionsRow, followUps])
+header = CardHeader("Live-Ops Command Center", "Real-time game operations · Updated 12s ago")
+kpis = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Players Online", "DAU", "MAU", "Revenue Today", "ARPU"])
+kpiValue = Col("Value", ["847,293", "2,341,087", "12,847,291", "$1,284,503", "$0.55"])
+kpiChange = Col("vs Yesterday", ["+3.2%", "+1.8%", "+0.4%", "+7.1%", "+5.2%"])
+mainTabs = Tabs([engagementTab, revenueTab, infraTab, eventsTab, modTab, expTab])
+engagementTab = TabItem("engagement", "Engagement", [sessionHeading, sessionChart])
+sessionHeading = Heading("Avg Session Length — Past 14 Days", "h3")
+sessionChart = LineChart(["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg Session", [23.4, 24.1, 22.8, 25.6, 26.2, 24.9, 23.1, 27.3, 28.1, 26.7, 25.4, 29.2, 30.1, 28.8])
+revenueTab = TabItem("revenue", "Revenue", [itemsHeading, itemsChart, inflationHeading, inflationChart])
+itemsHeading = Heading("Best-Selling Items (Units Sold Today)", "h3")
+itemsChart = HorizontalBarChart(["Legendary Skin: Inferno", "Battle Pass Tier Skip", "Starter Bundle", "Emote Pack Vol. 7", "Currency Pack: 5000 Gems", "Weapon Charm: Celestial"], [itemsSeries], "grouped", "Units Sold", "Item")
+itemsSeries = Series("Units", [14832, 11204, 9871, 7643, 6218, 4892])
+inflationHeading = Heading("In-Game Currency Inflation (30-Day Index)", "h3")
+inflationChart = AreaChart(["W1", "W2", "W3", "W4"], [inflationSeries], "natural", "Week", "Index (baseline=100)")
+inflationSeries = Series("Gold Index", [100, 103.2, 107.8, 112.4])
+infraTab = TabItem("infra", "Infrastructure", [serverHeading, serverTable, crashHeading, crashChart])
+serverHeading = Heading("Server Region Health", "h3")
+serverTable = Table([regionCol, statusCol, latencyCol, uptimeCol, playersCol])
+regionCol = Col("Region", ["NA East", "NA West", "EU West", "EU Central", "Asia Pacific", "South America", "Middle East"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Healthy", "Maintenance"])
+latencyCol = Col("Avg Latency", ["23ms", "31ms", "89ms", "28ms", "42ms", "56ms", "—"])
+uptimeCol = Col("Uptime (24h)", ["99.99%", "99.98%", "99.71%", "99.99%", "99.95%", "99.97%", "94.20%"])
+playersCol = Col("Players", ["284K", "198K", "212K", "156K", "187K", "64K", "12K"])
+crashHeading = Heading("Crash Rate by App Version", "h3")
+crashChart = BarChart(["v4.2.0", "v4.2.1", "v4.3.0", "v4.3.1", "v4.4.0-beta"], [crashSeries], "grouped", "Version", "Crash Rate %")
+crashSeries = Series("Crash Rate", [0.12, 0.08, 0.34, 0.05, 1.87])
+eventsTab = TabItem("events", "Live Events", [eventsList])
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Summer Splash Festival", "LIVE · Ends in 2d 14h · 1.2M participants", null, "Details")
+event2 = ListItem("Double XP Weekend", "LIVE · Ends in 8h · 890K participants", null, "Details")
+event3 = ListItem("Ranked Season 12 Finale", "Upcoming · Starts in 3d · Expected 2.1M participants", null, "Details")
+event4 = ListItem("Collab Event: Neon Nights", "Upcoming · Starts in 9d · Expected 3.4M participants", null, "Details")
+modTab = TabItem("moderation", "Moderation", [reportsCallout, bansCallout, modTable])
+reportsCallout = Callout("warning", "Player Reports Queue", "342 reports awaiting review · 47 flagged as high priority · Oldest: 6h 23m")
+bansCallout = Callout("info", "Ban Appeals Queue", "89 appeals awaiting review · 12 with new evidence submitted · SLA breach risk: 8")
+modTable = Table([modType, modCount, modOldest, modPriority])
+modType = Col("Category", ["Toxicity / Harassment", "Cheating / Exploits", "Spam / Scam", "Inappropriate Content", "Account Trading"])
+modCount = Col("Pending", ["124", "87", "63", "41", "27"])
+modOldest = Col("Oldest", ["6h 23m", "4h 11m", "3h 45m", "2h 08m", "1h 32m"])
+modPriority = Col("High Priority", ["18", "22", "3", "2", "2"])
+expTab = TabItem("experiments", "Experiments", [expTable, expNote])
+expTable = Table([expName, expVariant, expMetric, expLift, expSig, expStatus])
+expName = Col("Experiment", ["New Onboarding Flow", "Dynamic Pricing: Gem Packs"])
+expVariant = Col("Variant", ["B: Interactive Tutorial", "B: Personalized Offers"])
+expMetric = Col("Primary Metric", ["D7 Retention", "Conversion Rate"])
+expLift = Col("Lift", ["+4.7%", "+12.3%"])
+expSig = Col("Significance", ["p=0.003 ✓", "p=0.041 ✓"])
+expStatus = Col("Status", ["Day 9 of 14 · Enrolled: 48K", "Day 6 of 14 · Enrolled: 32K"])
+expNote = TextCallout("success", "Both experiments trending positive", "Recommend preparing rollout plans. Onboarding Flow reaches significance threshold; Dynamic Pricing shows strong early signal.")
+actionsRow = Card([patchNotesDialog, focusRegionDialog, hotfixDialog], "clear", "row", "m")
+patchNotesDialog = DialogBlock("Draft Patch Notes", "Draft Patch Notes", "Compose patch notes for the next release", [patchForm], "secondary")
+patchForm = Form("patch-notes", patchButtons, [patchVersionField, patchNotesField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "v4.4.0", "text")
+patchNotesField = FormControl("Notes", patchNotesArea, "Use markdown formatting. Sections: New Features, Bug Fixes, Balance Changes")
+patchNotesArea = TextArea("notes", "## New Features\n- Added Neon Nights weapon skins\n\n## Bug Fixes\n- Fixed crash on login for Android 12 devices\n\n## Balance Changes\n- Reduced Inferno skin damage bonus from 5% to 3%", 8)
+patchButtons = Buttons([patchSaveBtn, patchPreviewBtn])
+patchSaveBtn = Button("Save Draft", null, "primary")
+patchPreviewBtn = Button("Preview", null, "secondary")
+focusRegionDialog = DialogBlock("Focus Region", "Region Deep-Dive", "Select a region to inspect detailed metrics", [regionForm], "secondary")
+regionForm = Form("region-focus", regionButtons, [regionSelectField])
+regionSelectField = FormControl("Server Region", regionSelect)
+regionSelect = Select("region", [regionNA, regionEU, regionAPAC, regionSA, regionME], "Choose a region")
+regionNA = SelectItem("na-east", "NA East (284K players)")
+regionEU = SelectItem("eu-west", "EU West (212K players)")
+regionAPAC = SelectItem("apac", "Asia Pacific (187K players)")
+regionSA = SelectItem("sa", "South America (64K players)")
+regionME = SelectItem("me", "Middle East (12K players)")
+regionButtons = Buttons([regionGoBtn])
+regionGoBtn = Button("Open Region Dashboard", null, "primary")
+hotfixDialog = AlertDialogBlock("Ship Hotfix", "Deploy Hotfix to Production", "This will push hotfix v4.3.2 to all regions immediately. Estimated rollout: 4 minutes. Current crash rate on v4.3.1 is 0.05%. This action cannot be undone.", "Deploy Now", "Cancel", "destructive")
+followUps = FollowUpBlock([follow1, follow2, follow3])
+follow1 = FollowUpItem("Show me the EU West latency breakdown")
+follow2 = FollowUpItem("Compare crash rates across the last 5 releases")
+follow3 = FollowUpItem("Summarize today's revenue by region")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r2.txt
new file mode 100644
index 000000000..37f4f8a67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r2.txt
@@ -0,0 +1,86 @@
+root = Card([header, kpiStrip, mainTabs])
+header = CardHeader("Live-Ops Command Center", "Realm of Legends • Production • Updated 12s ago")
+kpiStrip = Card([kpiOnline, kpiDAU, kpiMAU, kpiRevenue, kpiARPU], "sunk", "row", "l", "center", "evenly")
+kpiOnline = TextContent("🟢 847,293 Online", "large-heavy")
+kpiDAU = TextContent("DAU: 2.41M", "default")
+kpiMAU = TextContent("MAU: 11.8M", "default")
+kpiRevenue = TextContent("Revenue Today: $312,847", "default")
+kpiARPU = TextContent("ARPU: $0.13", "default")
+mainTabs = Tabs([metricsTab, monetizationTab, infraTab, eventsTab, experimentsTab, actionsTab])
+metricsTab = TabItem("metrics", "Metrics", [sessionHeading, sessionChart, crashHeading, crashChart])
+sessionHeading = Heading("Avg Session Length — Past 14 Days", "h3")
+sessionChart = LineChart(["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg Session", [23.1, 22.8, 24.5, 25.2, 26.1, 27.4, 28.0, 26.3, 24.9, 25.5, 26.8, 27.2, 26.9, 27.6])
+crashHeading = Heading("Crash Rate by App Version", "h3")
+crashChart = BarChart(["4.1.0", "4.2.0", "4.2.1", "4.3.0", "4.3.1"], [crashSeries], "grouped", "Version", "Crash Rate %")
+crashSeries = Series("Crash Rate", [1.8, 1.2, 0.7, 1.4, 0.3])
+monetizationTab = TabItem("monetization", "Monetization", [sellersHeading, bestSellersTable, inflationHeading, inflationChart])
+sellersHeading = Heading("Best-Selling Items Today", "h3")
+bestSellersTable = Table([itemNameCol, itemUnitsCol, itemRevenueCol])
+itemNameCol = Col("Item", ["Dragonfire Blade", "Phoenix Wings Skin", "Lucky Loot Crate", "XP Boost (24h)", "Guild Banner Frame", "Starter Bundle", "Mount: Shadow Stallion"])
+itemUnitsCol = Col("Units Sold", [4821, 3917, 3654, 2980, 2245, 1873, 1402])
+itemRevenueCol = Col("Revenue", ["$48,210", "$31,336", "$18,270", "$14,900", "$11,225", "$9,365", "$14,020"])
+inflationHeading = Heading("In-Game Currency Inflation (Gold Supply)", "h3")
+inflationChart = AreaChart(["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"], [inflationSeries], "natural", "Week", "Gold in Circulation (Billions)")
+inflationSeries = Series("Gold Supply", [14.2, 14.8, 15.1, 15.9, 16.4, 17.2, 18.1, 19.3])
+infraTab = TabItem("infra", "Infrastructure", [serverHeading, serverTable])
+serverHeading = Heading("Server Region Health", "h3")
+serverTable = Table([regionCol, statusCol, latencyCol, loadCol, uptimeCol])
+regionCol = Col("Region", ["NA East", "NA West", "EU West", "EU Central", "Asia Pacific", "South America"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Maintenance"])
+latencyCol = Col("Avg Latency", ["32ms", "41ms", "89ms", "38ms", "54ms", "—"])
+loadCol = Col("Load", ["72%", "64%", "91%", "58%", "67%", "—"])
+uptimeCol = Col("Uptime (30d)", ["99.98%", "99.97%", "99.82%", "99.99%", "99.95%", "99.91%"])
+eventsTab = TabItem("events", "Events & Moderation", [eventsHeading, eventsTable, modHeading, reportsCallout, bansCallout])
+eventsHeading = Heading("Live Events", "h3")
+eventsTable = Table([eventNameCol, eventStatusCol, eventStartCol, eventEndCol, eventPlayersCol])
+eventNameCol = Col("Event", ["Summer Solstice Festival", "Guild Wars Season 3", "Dragon Raid: Inferno", "Double XP Weekend"])
+eventStatusCol = Col("Status", ["🟢 Running", "🟢 Running", "🔵 Upcoming", "🔵 Upcoming"])
+eventStartCol = Col("Start", ["Jun 10", "Jun 1", "Jun 18", "Jun 21"])
+eventEndCol = Col("End", ["Jun 24", "Jun 30", "Jun 25", "Jun 23"])
+eventPlayersCol = Col("Participants", ["1.2M", "340K", "—", "—"])
+modHeading = Heading("Moderation Queue", "h3")
+reportsCallout = Callout("warning", "Player Reports Awaiting Review", "1,247 reports in queue • 38 flagged as critical • Oldest: 6h 12m")
+bansCallout = Callout("info", "Ban Appeals Awaiting Review", "89 appeals pending • 12 with new evidence • Avg wait: 2.3 days")
+experimentsTab = TabItem("experiments", "Experiments", [expHeading, expTable, expNote])
+expHeading = Heading("Running Experiments", "h3")
+expTable = Table([expNameCol, expMetricCol, expControlCol, expTreatmentCol, expLiftCol, expStatusCol])
+expNameCol = Col("Experiment", ["New Player Onboarding Flow", "Double XP Weekend Timing"])
+expMetricCol = Col("Primary Metric", ["D7 Retention", "Revenue per Session"])
+expControlCol = Col("Control", ["34.2%", "$2.10"])
+expTreatmentCol = Col("Treatment", ["41.7%", "$2.85"])
+expLiftCol = Col("Lift", ["+7.5pp", "+35.7%"])
+expStatusCol = Col("Status", ["✅ Significant (p<0.01)", "✅ Significant (p<0.05)"])
+expNote = TextCallout("success", "Recommendation", "Both experiments show statistically significant positive results. Consider rolling out New Onboarding to 100% and scheduling Double XP for peak hours.")
+actionsTab = TabItem("actions", "Actions", [actionsHeading, patchNotesDialog, focusRegionDialog, hotfixDialog])
+actionsHeading = Heading("Quick Actions", "h3")
+patchNotesDialog = DialogBlock("Draft Patch Notes", "Patch Notes — v4.3.2", "Compose and submit patch notes for the next release.", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [patchVersionField, patchSummaryField, patchNotesField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "4.3.2", "text")
+patchSummaryField = FormControl("Summary", patchSummaryInput, "One-line summary shown in the update prompt")
+patchSummaryInput = Input("summary", "Performance improvements and bug fixes")
+patchNotesField = FormControl("Full Notes", patchNotesArea, "Markdown supported")
+patchNotesArea = TextArea("notes", "- Fixed crash when entering Dragon Raid\n- Improved matchmaking latency by 15%\n- Balanced Phoenix Wings stats\n- Resolved gold duplication exploit", 6)
+patchButtons = Buttons([patchSubmitBtn, patchSaveBtn])
+patchSubmitBtn = Button("Submit for Review", null, "primary")
+patchSaveBtn = Button("Save Draft", null, "secondary")
+focusRegionDialog = DialogBlock("Focus Region", "Region Deep Dive", "Select a region to pull detailed diagnostics and metrics.", [regionForm])
+regionForm = Form("region-focus", regionButtons, [regionSelectField, regionDepthField])
+regionSelectField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionNAE, regionNAW, regionEUW, regionEUC, regionAPAC, regionSA], "Choose a region")
+regionNAE = SelectItem("na-east", "NA East")
+regionNAW = SelectItem("na-west", "NA West")
+regionEUW = SelectItem("eu-west", "EU West")
+regionEUC = SelectItem("eu-central", "EU Central")
+regionAPAC = SelectItem("apac", "Asia Pacific")
+regionSA = SelectItem("sa", "South America")
+regionDepthField = FormControl("Time Window", regionDepthSelect)
+regionDepthSelect = Select("depth", [depth1h, depth6h, depth24h, depth7d], "Last 1 hour")
+depth1h = SelectItem("1h", "Last 1 hour")
+depth6h = SelectItem("6h", "Last 6 hours")
+depth24h = SelectItem("24h", "Last 24 hours")
+depth7d = SelectItem("7d", "Last 7 days")
+regionButtons = Buttons([regionGoBtn])
+regionGoBtn = Button("Open Diagnostics", null, "primary")
+hotfixDialog = AlertDialogBlock("Ship Hotfix", "Deploy Hotfix to Production", "This will deploy hotfix-4.3.2a to all 6 regions via rolling update. Zero downtime expected. All live events will continue uninterrupted.", "Deploy Now", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r3.txt
new file mode 100644
index 000000000..ebd53edd4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r3.txt
@@ -0,0 +1,136 @@
+
+
+root = Card([header, statusRow, incident, kpis, sessionCard, chartsRow, regionsCard, opsRow, modRow, expCard, actionsCard, followups])
+header = CardHeader("Live-Ops Command Room", "Starfall Raiders · Global · Season 7 · Data as of 18:42 UTC")
+statusRow = Card([liveBadge, updatedText], "clear", "row", "s", "center", "between")
+liveBadge = Badge("● LIVE", "destructive")
+updatedText = TextContent("Shift: Team Blue · On-call: R. Okafor · Auto-refresh every 15s", "small")
+incident = Callout("warning", "Active incident: APAC-Tokyo", "Latency spike plus elevated crash rate on v2.4.1-beta. Hotfix v2.4.2 is staged and ready to ship.")
+kpis = Card([kpiOnline, kpiDau, kpiMau, kpiRev, kpiArpu], "clear", "row", "m", "stretch", null, true)
+kpiOnline = Card([kpiOnlineLabel, kpiOnlineValue, kpiOnlineDelta], "sunk")
+kpiOnlineLabel = TextContent("PLAYERS ONLINE NOW", "small")
+kpiOnlineValue = TextContent("84,312", "large-heavy")
+kpiOnlineDelta = TextContent("▲ 6.2% vs same time yesterday", "small")
+kpiDau = Card([kpiDauLabel, kpiDauValue, kpiDauDelta], "sunk")
+kpiDauLabel = TextContent("DAILY ACTIVE PLAYERS", "small")
+kpiDauValue = TextContent("1.42M", "large-heavy")
+kpiDauDelta = TextContent("▲ 3.8% week over week", "small")
+kpiMau = Card([kpiMauLabel, kpiMauValue, kpiMauDelta], "sunk")
+kpiMauLabel = TextContent("MONTHLY ACTIVE PLAYERS", "small")
+kpiMauValue = TextContent("8.96M", "large-heavy")
+kpiMauDelta = TextContent("Stickiness (DAU/MAU): 15.8%", "small")
+kpiRev = Card([kpiRevLabel, kpiRevValue, kpiRevDelta], "sunk")
+kpiRevLabel = TextContent("REVENUE TODAY", "small")
+kpiRevValue = TextContent("$286,410", "large-heavy")
+kpiRevDelta = TextContent("▲ 12.4% vs yesterday · pacing 104% of target", "small")
+kpiArpu = Card([kpiArpuLabel, kpiArpuValue, kpiArpuDelta], "sunk")
+kpiArpuLabel = TextContent("REVENUE PER USER (DAU)", "small")
+kpiArpuValue = TextContent("$0.202", "large-heavy")
+kpiArpuDelta = TextContent("ARPPU $4.87 · payer rate 4.2%", "small")
+sessionCard = Card([sessionHeader, sessionChart], "card")
+sessionHeader = CardHeader("Session length — past 14 days", "Average minutes per session by platform")
+sessionChart = LineChart(sessionLabels, [sessionIOS, sessionAndroid], "natural", "Day", "Avg minutes")
+sessionLabels = ["May 5", "May 6", "May 7", "May 8", "May 9", "May 10", "May 11", "May 12", "May 13", "May 14", "May 15", "May 16", "May 17", "May 18"]
+sessionIOS = Series("iOS", [26.1, 25.4, 24.8, 25.9, 27.3, 30.2, 31.5, 26.4, 25.7, 25.1, 26.0, 27.8, 31.1, 32.4])
+sessionAndroid = Series("Android", [21.3, 20.8, 20.2, 21.0, 22.4, 25.1, 26.0, 21.6, 20.9, 20.5, 21.2, 22.9, 25.8, 26.7])
+chartsRow = Card([salesCard, crashCard], "clear", "row", "l", "stretch")
+salesCard = Card([salesHeader, salesChart], "card")
+salesHeader = CardHeader("Best-selling items", "Units sold in the last 24 hours")
+salesChart = HorizontalBarChart(salesLabels, [salesSeries], "grouped", "Units sold")
+salesLabels = ["Mythic Weapon Crate", "Season 7 Battle Pass", "500 Gem Pack", "Phoenix Skin Bundle", "XP Booster (24h)", "Starter Gem Vault"]
+salesSeries = Series("Units", [18420, 12960, 9340, 6180, 4720, 2910])
+crashCard = Card([crashHeader, crashChart, crashNote], "card")
+crashHeader = CardHeader("Crash rate by app version", "Crashes per 1,000 sessions · last 24 hours")
+crashChart = BarChart(crashLabels, [crashSeries], "grouped", "Version", "Crashes / 1k sessions")
+crashLabels = ["v2.2.0", "v2.3.0", "v2.3.1", "v2.4.0", "v2.4.1-beta"]
+crashSeries = Series("Crash rate", [1.2, 0.9, 0.7, 1.1, 4.6])
+crashNote = TextCallout("danger", "v2.4.1-beta above the 4.0 threshold", "Spike is driven by APAC-Tokyo matchmaking. Fix is staged in v2.4.2.")
+regionsCard = Card([regionsHeader, regionsTable], "card")
+regionsHeader = CardHeader("Server regions", "Health, latency, load and error rate · live")
+regionsTable = Table([regionCol, healthCol, latencyCol, loadCol, regionPlayersCol, errorCol])
+regionCol = Col("Region", ["NA-East", "NA-West", "EU-Central", "EU-West", "APAC-Singapore", "APAC-Tokyo", "SA-East"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Healthy", "Incident", "Healthy"])
+latencyCol = Col("Avg latency (ms)", [38, 44, 31, 57, 49, 142, 88])
+loadCol = Col("CPU load %", [61, 54, 58, 79, 52, 93, 47])
+regionPlayersCol = Col("Players online", [21450, 14820, 18930, 9640, 11280, 5210, 2982])
+errorCol = Col("Error rate %", [0.2, 0.2, 0.1, 0.9, 0.3, 3.4, 0.4])
+opsRow = Card([eventsCard, economyCard], "clear", "row", "l", "stretch")
+eventsCard = Card([eventsHeader, eventsList], "card")
+eventsHeader = CardHeader("Live events", "Running now and scheduled")
+eventsList = ListBlock([ev1, ev2, ev3, ev4])
+ev1 = ListItem("LIVE · Double XP Weekend", "Ends in 1d 4h · participation 63% · +18% session lift")
+ev2 = ListItem("LIVE · Neon Rift Raid", "World boss at 41% HP · top guild: Voidwalkers")
+ev3 = ListItem("UPCOMING · Guild Wars Finals", "Starts in 2d · 2,048 guilds qualified")
+ev4 = ListItem("UPCOMING · Summer Splash", "Starts Jun 21 · assets deployed, toggle armed")
+economyCard = Card([economyHeader, economyStat, economyChart, economyNote], "card")
+economyHeader = CardHeader("Currency inflation", "Gold supply index · season start = 100")
+economyStat = TextContent("+12.9% vs season start · +3.1% week over week", "small-heavy")
+economyChart = AreaChart(econLabels, [econSeries], "natural", "Week", "Supply index")
+econLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8", "W9", "W10"]
+econSeries = Series("Gold supply index", [100, 103, 105, 108, 110, 114, 117, 121, 125, 129])
+economyNote = TextCallout("warning", "Sinks recovering only 92% of faucets", "Consider an extra gold sink in the Season 7 pass or a raid entry fee.")
+modRow = Card([reportsCard, appealsCard], "clear", "row", "l", "stretch")
+reportsCard = Card([reportsHeader, reportsList], "card")
+reportsHeader = CardHeader("Player reports", "142 awaiting review · SLA 8h")
+reportsList = ListBlock([rep1, rep2, rep3, rep4])
+rep1 = ListItem("Cheating / aimbot", "38 open · oldest 6h 12m · cluster in APAC-Tokyo")
+rep2 = ListItem("Harassment / hate speech", "51 open · oldest 2h 40m")
+rep3 = ListItem("Exploit abuse (gold dupe)", "22 open · linked to ticket #4821")
+rep4 = ListItem("Other", "31 open · auto-triaged")
+appealsCard = Card([appealsHeader, appealsList], "card")
+appealsHeader = CardHeader("Ban appeals", "57 awaiting review")
+appealsList = ListBlock([app1, app2, app3, app4])
+app1 = ListItem("Anti-cheat false positive", "5 appeals · flagged on v2.4.1-beta, likely crash-related")
+app2 = ListItem("Payment fraud", "19 appeals · avg wait 14h")
+app3 = ListItem("Toxic behavior", "24 appeals · avg wait 9h")
+app4 = ListItem("Account sharing", "9 appeals · avg wait 11h")
+expCard = Card([expHeader, expTable, expNote], "card")
+expHeader = CardHeader("Running experiments", "2 in flight · next readout in 6h")
+expTable = Table([expName, expMetric, expControl, expVariant, expLift, expStatus])
+expName = Col("Experiment", ["One-tap gem checkout", "FTUE difficulty rebalance"])
+expMetric = Col("Metric", ["Purchase conversion", "D1 retention"])
+expControl = Col("Control", ["3.1%", "38.2%"])
+expVariant = Col("Variant", ["4.4%", "36.9%"])
+expLift = Col("Lift", ["+1.3 pp (+42%)", "-1.3 pp (-3.4%)"])
+expStatus = Col("Readout", ["Winning · p<0.01 · at 68% traffic", "Losing · recommend rollback"])
+expNote = TextCallout("success", "Recommendation", "Ramp the checkout experiment to 100% and roll back the FTUE rebalance at the next deploy.")
+actionsCard = Card([actionsHeader, actionsRow], "card")
+actionsHeader = CardHeader("Ops actions", "Draft notes, drill into a region, or ship the staged hotfix")
+actionsRow = Card([draftPatch, focusRegion, shipHotfix], "clear", "row", "m")
+draftPatch = DrawerBlock("Draft patch notes", "Patch notes · v2.4.2", "Write the player-facing notes for the staged hotfix.", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [versionField, headlineField, notesField, channelsField])
+versionField = FormControl("Version", versionInput)
+versionInput = Input("version", "Version number", "text", null, "v2.4.2")
+headlineField = FormControl("Headline", headlineInput)
+headlineInput = Input("headline", "e.g. Crash fix for APAC matchmaking", "text")
+notesField = FormControl("Notes", notesArea, "Player-facing, keep under 300 words")
+notesArea = TextArea("notes", "Player-facing patch notes", 8, null, "- Fixed a crash when queueing in APAC-Tokyo\n- Reduced latency spikes during raid hours\n- Patched the gold dupe exploit; affected accounts flagged")
+channelsField = FormControl("Publish to", channelsCheck)
+channelsCheck = CheckBoxGroup("channels", [chStore, chIngame, chDiscord])
+chStore = CheckBoxItem("Store page", "Shown on the update listing", "store", true)
+chIngame = CheckBoxItem("In-game news", "Pinned in the news feed", "ingame", true)
+chDiscord = CheckBoxItem("Discord", "Posts to #patch-notes", "discord", false)
+patchButtons = Buttons([saveDraftBtn, previewBtn])
+saveDraftBtn = Button("Save draft", null, "primary")
+previewBtn = Button("Preview notes", null, "secondary")
+focusRegion = DrawerBlock("Focus on a region", "Region deep dive", "Isolate one region's live metrics on this board.", [focusForm, focusTable])
+focusForm = Form("region-focus", focusButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [rg1, rg2, rg3, rg4, rg5, rg6, rg7], "Pick a region", null, "apac-tokyo")
+rg1 = SelectItem("na-east", "NA-East")
+rg2 = SelectItem("na-west", "NA-West")
+rg3 = SelectItem("eu-central", "EU-Central")
+rg4 = SelectItem("eu-west", "EU-West")
+rg5 = SelectItem("apac-singapore", "APAC-Singapore")
+rg6 = SelectItem("apac-tokyo", "APAC-Tokyo")
+rg7 = SelectItem("sa-east", "SA-East")
+focusButtons = Buttons([applyFocusBtn])
+applyFocusBtn = Button("Apply focus", null, "primary")
+focusTable = Table([focusMetric, focusValue])
+focusMetric = Col("Metric", ["Players online", "Avg latency", "Error rate", "Queue time", "Crash rate", "Revenue share"])
+focusValue = Col("APAC-Tokyo", ["5,210", "142 ms", "3.4%", "45 s", "4.6 / 1k sessions", "6.2%"])
+shipHotfix = AlertDialogBlock("Ship hotfix v2.4.2", "Ship hotfix v2.4.2 to all regions?", "Restarts APAC-Tokyo pods, force-updates v2.4.1-beta clients and re-enables ranked queue. Estimated rollout: 18 minutes.", "Ship hotfix", "Cancel", "destructive")
+followups = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show the APAC-Tokyo incident timeline")
+fu2 = FollowUpItem("Break down today's revenue by item")
+fu3 = FollowUpItem("Summarize the moderation backlog for standup")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r4.txt
new file mode 100644
index 000000000..522880494
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-game__r4.txt
@@ -0,0 +1,68 @@
+
+
+root = Card([header, kpis, sessionHeading, sessionChart, sellersHeading, bestSellers, serverHeading, serverTable, crashHeading, crashChart, eventsHeading, eventsTable, modHeading, modReports, modAppeals, inflationHeading, inflationChart, expHeading, expTable, actionsHeading, patchNotesDrawer, regionDialog, hotfixAlert])
+header = CardHeader("Live-Ops Command Center", "Real-time game operations dashboard")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Metric", ["Players Online", "DAU", "MAU", "Revenue Today", "ARPU"])
+kpiValue = Col("Value", ["847,293", "3,241,087", "12,847,562", "$1,284,392", "$0.40"])
+kpiChange = Col("vs Yesterday", ["+5.2%", "+3.8%", "+1.1%", "+12.4%", "+8.3%"])
+sessionHeading = Heading("Session Length — Past 14 Days", "h3")
+sessionChart = AreaChart(sessionLabels, [sessionSeries], "natural", "Date", "Minutes")
+sessionLabels = ["Jun 1", "Jun 2", "Jun 3", "Jun 4", "Jun 5", "Jun 6", "Jun 7", "Jun 8", "Jun 9", "Jun 10", "Jun 11", "Jun 12", "Jun 13", "Jun 14"]
+sessionSeries = Series("Avg Session", [28.4, 27.1, 29.3, 31.2, 30.8, 26.5, 25.9, 29.7, 30.1, 31.5, 32.3, 28.9, 27.6, 30.4])
+sellersHeading = Heading("Best-Selling Items Today", "h3")
+bestSellers = HorizontalBarChart(sellerLabels, [sellerSeries], "grouped", "Units Sold", "Item")
+sellerLabels = ["Legendary Sword Pack", "Battle Pass Premium", "Gem Bundle (5000)", "Phoenix Skin", "XP Booster (7-day)"]
+sellerSeries = Series("Units", [48291, 38104, 29847, 22156, 18903])
+serverHeading = Heading("Server Region Health", "h3")
+serverTable = Table([serverRegion, serverStatus, serverPing, serverUptime])
+serverRegion = Col("Region", ["NA East", "NA West", "EU West", "EU Central", "Asia Pacific", "South America"])
+serverStatus = Col("Status", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Maintenance"])
+serverPing = Col("Avg Latency", ["12ms", "18ms", "45ms", "22ms", "38ms", "—"])
+serverUptime = Col("Uptime (30d)", ["99.98%", "99.95%", "99.72%", "99.99%", "99.91%", "98.45%"])
+crashHeading = Heading("Crash Rate by App Version", "h3")
+crashChart = BarChart(crashLabels, [crashSeries], "grouped", "Version", "Crash Rate %")
+crashLabels = ["v4.2.1", "v4.2.0", "v4.1.8", "v4.1.7", "v4.0.x"]
+crashSeries = Series("Crash Rate", [0.12, 0.34, 0.89, 1.42, 2.18])
+eventsHeading = Heading("Live & Upcoming Events", "h3")
+eventsTable = Table([eventName, eventStatus, eventTiming])
+eventName = Col("Event", ["Summer Festival", "Double XP Weekend", "Guild Wars Season 8", "Halloween Preview"])
+eventStatus = Col("Status", ["Running", "Running", "Upcoming", "Upcoming"])
+eventTiming = Col("Timing", ["Ends in 3 days", "Ends in 18 hours", "Starts in 5 days", "Starts in 12 days"])
+modHeading = Heading("Moderation Queue", "h3")
+modReports = Callout("warning", "Player Reports", "342 reports awaiting review — 28 flagged as high priority")
+modAppeals = Callout("info", "Ban Appeals", "87 appeals awaiting review — oldest is 4 days")
+inflationHeading = Heading("In-Game Currency Inflation", "h3")
+inflationChart = LineChart(inflationLabels, [inflationSeries], "natural", "Week", "Gold Supply Index")
+inflationLabels = ["W1", "W2", "W3", "W4", "W5", "W6", "W7", "W8"]
+inflationSeries = Series("Gold Supply Index", [100, 103.2, 106.8, 111.4, 115.1, 119.7, 124.3, 128.9])
+expHeading = Heading("Running Experiments", "h3")
+expTable = Table([expName, expMetric, expResult, expSig, expRollout])
+expName = Col("Experiment", ["New Shop Layout", "Reduced Ad Frequency"])
+expMetric = Col("Primary Metric", ["Conversion Rate", "Revenue"])
+expResult = Col("Result", ["+12.3%", "-4.1%"])
+expSig = Col("Significance", ["p < 0.01", "p = 0.08"])
+expRollout = Col("Rollout", ["50%", "25%"])
+actionsHeading = Heading("Quick Actions", "h3")
+patchNotesDrawer = DrawerBlock("Draft Patch Notes", "Draft Patch Notes", "Write and save patch notes for the next release", [patchForm])
+patchForm = Form("patch-notes", patchButtons, [patchVersionField, patchNotesField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "v4.2.2")
+patchNotesField = FormControl("Patch Notes", patchNotesArea, "Use markdown formatting")
+patchNotesArea = TextArea("notes", "## Bug Fixes\n- Fixed crash on login for Android 14\n- Resolved inventory duplication exploit\n\n## Balance Changes\n- Reduced Phoenix Skin damage bonus from 15% to 12%", 8)
+patchButtons = Buttons([patchSaveBtn, patchCancelBtn])
+patchSaveBtn = Button("Save Draft", null, "primary")
+patchCancelBtn = Button("Cancel", null, "tertiary")
+regionDialog = DialogBlock("Focus Region", "Region Deep Dive", "Select a region to view detailed metrics", [regionForm])
+regionForm = Form("region-focus", regionButtons, [regionSelectField])
+regionSelectField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionNAE, regionNAW, regionEUW, regionEUC, regionAPAC, regionSA], "Choose a region")
+regionNAE = SelectItem("na-east", "NA East")
+regionNAW = SelectItem("na-west", "NA West")
+regionEUW = SelectItem("eu-west", "EU West")
+regionEUC = SelectItem("eu-central", "EU Central")
+regionAPAC = SelectItem("apac", "Asia Pacific")
+regionSA = SelectItem("sa", "South America")
+regionButtons = Buttons([regionGoBtn])
+regionGoBtn = Button("Focus", null, "primary")
+hotfixAlert = AlertDialogBlock("Ship Hotfix", "Ship Hotfix to Production", "This will deploy hotfix v4.2.2-hotfix.1 to all regions via rolling deploy. Estimated downtime: 0 minutes. Proceed?", "Deploy", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..1cb457178
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r1.txt
@@ -0,0 +1,78 @@
+root = Card([header, andon1, andon2, andon3, safetyAlert, sep1, mainTabs, sep2, focusHeading, focusForm, exportBtns])
+header = CardHeader("Factory Floor Console", "Plant A — Shift 2 | Live")
+andon1 = Callout("error", "ANDON — Line 3", "Conveyor jam detected at Station 7. Operator response required.")
+andon2 = Callout("warning", "ANDON — Line 1", "Temperature deviation on Oven 2. Monitoring.")
+andon3 = Callout("info", "ANDON — Line 5", "Material changeover in progress. ETA 4 min.")
+safetyAlert = Alert("247 days since last incident", "3 recordable incidents YTD. Last: slip on wet floor, Line 2, Mar 14.", "success")
+sep1 = Separator()
+mainTabs = Tabs([tabProduction, tabQuality, tabMaintenance, tabLogistics])
+tabProduction = TabItem("production", "Production", [oeeChart, unitsTable, linesTable, shiftChart, energyTable])
+tabQuality = TabItem("quality", "Quality & Safety", [defectChart, holdTable])
+tabMaintenance = TabItem("maintenance", "Maintenance", [downtimeChart, maintTable, workOrdersTable, schedForm])
+tabLogistics = TabItem("logistics", "Logistics", [stockChart, deliveriesTable])
+oeeChart = RadialChart(["OEE"], [78.4])
+unitsTable = Table([unitsMetric, unitsValue])
+unitsMetric = Col("Metric", ["Produced", "Target", "Variance"])
+unitsValue = Col("Value", ["4,218", "4,500", "-282 (-6.3%)"])
+linesTable = Table([lineName, lineRate, lineStatus, lineEff])
+lineName = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"])
+lineRate = Col("Rate (u/hr)", [320, 285, 0, 310, 295])
+lineStatus = Col("Status", ["Running", "Running", "STOPPED", "Running", "Changeover"])
+lineEff = Col("Efficiency", ["92%", "88%", "—", "90%", "85%"])
+shiftChart = BarChart(["Shift 1", "Shift 2", "Shift 3"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units", [1520, 1480, 1218])
+energyTable = Table([energyMetric, energyVal])
+energyMetric = Col("Metric", ["Consumption", "Peak Demand", "vs Yesterday"])
+energyVal = Col("Value", ["1,842 kWh", "312 kW", "+4.2%"])
+defectChart = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Week", "Defect %")
+defectSeries = Series("Defect Rate", [2.1, 1.8, 2.4, 1.9])
+holdTable = Table([batchId, holdProduct, holdReason, holdDate])
+batchId = Col("Batch", ["B-4471", "B-4485", "B-4492"])
+holdProduct = Col("Product", ["Widget A", "Housing C", "Bracket F"])
+holdReason = Col("Reason", ["Dimensional OOS", "Surface defect", "Material cert missing"])
+holdDate = Col("Since", ["Jun 10", "Jun 11", "Jun 12"])
+downtimeChart = PieChart(["Mechanical", "Electrical", "Changeover", "Material", "Other"], [34, 18, 25, 15, 8], "donut")
+maintTable = Table([machName, maintType, maintDue, machPriority])
+machName = Col("Machine", ["CNC-04", "Press-12", "Robot-07", "Oven-02"])
+maintType = Col("Type", ["Preventive", "Preventive", "Calibration", "Inspection"])
+maintDue = Col("Due", ["Jun 14", "Jun 15", "Jun 16", "Jun 18"])
+machPriority = Col("Priority", ["High", "Medium", "Low", "Medium"])
+workOrdersTable = Table([woId, woDesc, woPriority, woStatus])
+woId = Col("WO #", ["WO-1042", "WO-1043", "WO-1044", "WO-1045", "WO-1046"])
+woDesc = Col("Description", ["Replace belt L3", "Fix sensor L1", "Lubricate gearbox", "Replace filter", "Align shaft L5"])
+woPriority = Col("Priority", ["Critical", "High", "Medium", "Medium", "Low"])
+woStatus = Col("Status", ["Open", "Open", "In Progress", "Open", "Open"])
+schedForm = Form("schedule-maintenance", schedBtns, [machSelectField, datePickField])
+machSelectField = FormControl("Machine", machSelectInput)
+machSelectInput = Select("machine", [m1, m2, m3, m4, m5, m6], "Select machine")
+m1 = SelectItem("cnc-04", "CNC-04")
+m2 = SelectItem("press-12", "Press-12")
+m3 = SelectItem("robot-07", "Robot-07")
+m4 = SelectItem("oven-02", "Oven-02")
+m5 = SelectItem("conv-03", "Conveyor-03")
+m6 = SelectItem("pack-01", "Packer-01")
+datePickField = FormControl("Scheduled Date", dateInput)
+dateInput = DatePicker("maint_date", "single")
+schedBtns = Buttons([schedSubmit])
+schedSubmit = Button("Schedule", null, "primary")
+stockChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [stockSeries], "grouped", "Material", "Units")
+stockSeries = Series("Stock (units)", [1240, 860, 2100])
+deliveriesTable = Table([supName, supMaterial, supDate, supQty])
+supName = Col("Supplier", ["MetalCo", "PolyResin Inc", "PackRight", "SteelWorks"])
+supMaterial = Col("Material", ["Steel coils", "Resin pellets", "Cartons", "Steel sheets"])
+supDate = Col("ETA", ["Jun 13", "Jun 14", "Jun 14", "Jun 16"])
+supQty = Col("Qty", ["500 kg", "200 kg", "5,000 pcs", "300 kg"])
+sep2 = Separator()
+focusHeading = Heading("Quick Actions", "h3")
+focusForm = Form("focus-line", focusBtns, [lineSelectField])
+lineSelectField = FormControl("Focus on Line", lineSelectInput)
+lineSelectInput = Select("focus_line", [fl1, fl2, fl3, fl4, fl5], "Choose a line")
+fl1 = SelectItem("line-1", "Line 1")
+fl2 = SelectItem("line-2", "Line 2")
+fl3 = SelectItem("line-3", "Line 3")
+fl4 = SelectItem("line-4", "Line 4")
+fl5 = SelectItem("line-5", "Line 5")
+focusBtns = Buttons([focusGo])
+focusGo = Button("Focus", null, "secondary")
+exportBtns = Buttons([exportBtn])
+exportBtn = Button("Export Shift Report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..0f6b9bb54
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r2.txt
@@ -0,0 +1,103 @@
+
+
+root = Card([header, andon1, andon2, safetyCallout, kpiHeader, oeeChart, unitsProgress, energyProgress, mainTabs, followUps])
+header = CardHeader("Factory Floor Console", "Plant A — Live Supervisor View")
+andon1 = Alert("ANDON: Line 3 — Material Jam", "Station 7 blocked. Operator dispatched. Triggered 2 min ago.", "destructive")
+andon2 = Alert("ANDON: Line 1 — Temperature Warning", "Oven zone 2 exceeding threshold by 4 °C. Monitoring.", "warning")
+safetyCallout = Callout("success", "Safety: 247 Days Incident-Free", "2 recordable incidents YTD against a target of ≤ 4. Next review Jun 30.")
+kpiHeader = CardHeader("Key Performance Indicators", "Overall OEE 77 % · Units 78 % of target · Energy 64 % of budget")
+oeeChart = RadialChart(["Availability", "Performance", "Quality"], [92, 87, 96])
+unitsProgress = Progress(78, "Units produced: 3,890 / 5,000")
+energyProgress = Progress(64, "Energy today: 1,280 / 2,000 kWh")
+mainTabs = Tabs([prodTab, opsTab, actionsTab])
+prodTab = TabItem("production", "Production", [linesHeader, linesTable, sep1, defectHeader, defectChart, sep2, shiftHeader, shiftChart, sep3, qualityHeader, qualityTable])
+linesHeader = CardHeader("Production Lines", "Current rate and status per line")
+linesTable = Table([lineCol, rateCol, statusCol, effCol])
+lineCol = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"])
+rateCol = Col("Rate (u/hr)", [420, 385, 0, 410, 395])
+statusCol = Col("Status", ["Running", "Running", "Stopped", "Running", "Running"])
+effCol = Col("Efficiency", ["94 %", "88 %", "—", "91 %", "86 %"])
+sep1 = Separator()
+defectHeader = CardHeader("Defect Rate", "Weekly trend — past 4 weeks")
+defectChart = LineChart(["W1", "W2", "W3", "W4"], [defectSeries], "natural", "Week", "Defect %")
+defectSeries = Series("Defect Rate", [2.4, 2.1, 2.8, 1.9])
+sep2 = Separator()
+shiftHeader = CardHeader("Shift Output Comparison", "Units produced per shift today")
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [shiftSeries], "grouped", "Shift", "Units")
+shiftSeries = Series("Units", [1420, 1310, 1160])
+sep3 = Separator()
+qualityHeader = CardHeader("Batches on Quality Hold", "Pending release or disposition")
+qualityTable = Table([batchCol, productCol, reasonCol, holdDateCol])
+batchCol = Col("Batch", ["B-4471", "B-4468", "B-4455"])
+productCol = Col("Product", ["Widget A", "Housing C", "Bracket F"])
+reasonCol = Col("Reason", ["Dimensional out of spec", "Surface finish fail", "Material cert pending"])
+holdDateCol = Col("Hold Date", ["Jun 12", "Jun 11", "Jun 10"])
+opsTab = TabItem("operations", "Operations", [dtHeader, dtChart, sep4, maintHeader, maintTable, sep5, woHeader, woTable, sep6, stockHeader, stockChart, sep7, delHeader, delTable])
+dtHeader = CardHeader("Downtime by Cause", "Today's unplanned downtime breakdown (minutes)")
+dtChart = PieChart(["Mechanical", "Electrical", "Changeover", "Material", "Operator"], [45, 20, 15, 12, 8], "donut")
+sep4 = Separator()
+maintHeader = CardHeader("Machines Due for Maintenance", "Upcoming scheduled and corrective work")
+maintTable = Table([mMachineCol, mTypeCol, mDueCol, mPriCol])
+mMachineCol = Col("Machine", ["CNC-04", "Press-12", "Welder-07", "Conveyor-02"])
+mTypeCol = Col("Type", ["Preventive", "Preventive", "Corrective", "Inspection"])
+mDueCol = Col("Due Date", ["Jun 14", "Jun 15", "Jun 13", "Jun 18"])
+mPriCol = Col("Priority", ["High", "Medium", "Critical", "Low"])
+sep5 = Separator()
+woHeader = CardHeader("Open Work Orders", "Active and pending maintenance tasks")
+woTable = Table([woIdCol, woMachCol, woDescCol, woPriCol, woStatCol])
+woIdCol = Col("ID", ["WO-1042", "WO-1039", "WO-1037", "WO-1035", "WO-1031"])
+woMachCol = Col("Machine", ["CNC-04", "Press-12", "Welder-07", "Robot-03", "Conveyor-02"])
+woDescCol = Col("Description", ["Spindle bearing replacement", "Hydraulic seal kit", "Wire feed motor", "Calibration check", "Belt tension adjust"])
+woPriCol = Col("Priority", ["High", "Medium", "Critical", "Low", "Low"])
+woStatCol = Col("Status", ["Assigned", "Pending Parts", "In Progress", "Scheduled", "Scheduled"])
+sep6 = Separator()
+stockHeader = CardHeader("Raw Material Stock", "Current level as % of max capacity")
+stockChart = HorizontalBarChart(["Steel", "Resin", "Packaging"], [stockSeries], "grouped", "Material", "% of Max")
+stockSeries = Series("Stock Level", [72, 45, 88])
+sep7 = Separator()
+delHeader = CardHeader("Supplier Deliveries", "Expected arrivals this week")
+delTable = Table([suppCol, matCol, etaCol, qtyCol])
+suppCol = Col("Supplier", ["SteelCo", "PolyChem", "PackRight", "SteelCo"])
+matCol = Col("Material", ["Cold-rolled steel", "ABS resin", "Corrugated boxes", "Galvanized sheet"])
+etaCol = Col("ETA", ["Jun 13 AM", "Jun 14 PM", "Jun 15 AM", "Jun 16 PM"])
+qtyCol = Col("Qty", ["12 t", "800 kg", "5,000 units", "6 t"])
+actionsTab = TabItem("actions", "Actions", [focusHeader, focusForm, sep8, schedHeader, schedForm, sep9, exportHeader, exportBtns])
+focusHeader = CardHeader("Focus on a Line", "Select a production line for detailed drill-down")
+focusForm = Form("focus-line", focusButtons, [focusField])
+focusField = FormControl("Production Line", focusSelect)
+focusSelect = Select("line_focus", [fl1, fl2, fl3, fl4, fl5], "Choose a line")
+fl1 = SelectItem("line1", "Line 1")
+fl2 = SelectItem("line2", "Line 2")
+fl3 = SelectItem("line3", "Line 3")
+fl4 = SelectItem("line4", "Line 4")
+fl5 = SelectItem("line5", "Line 5")
+focusButtons = Buttons([focusBtn])
+focusBtn = Button("Focus Line", null, "primary")
+sep8 = Separator()
+schedHeader = CardHeader("Schedule Maintenance", "Book a machine for upcoming maintenance")
+schedForm = Form("schedule-maint", schedButtons, [schedMachField, schedDateField, schedTypeField])
+schedMachField = FormControl("Machine", schedMachSelect)
+schedMachSelect = Select("machine", [sm1, sm2, sm3, sm4, sm5], "Select machine")
+sm1 = SelectItem("cnc04", "CNC-04")
+sm2 = SelectItem("press12", "Press-12")
+sm3 = SelectItem("welder07", "Welder-07")
+sm4 = SelectItem("robot03", "Robot-03")
+sm5 = SelectItem("conveyor02", "Conveyor-02")
+schedDateField = FormControl("Scheduled Date", schedDatePicker)
+schedDatePicker = DatePicker("maint_date", "single")
+schedTypeField = FormControl("Maintenance Type", schedTypeRadio)
+schedTypeRadio = RadioGroup("maint_type", [rtPrev, rtCorr, rtInsp])
+rtPrev = RadioItem("Preventive", "Scheduled preventive maintenance", "preventive")
+rtCorr = RadioItem("Corrective", "Repair after breakdown or fault", "corrective")
+rtInsp = RadioItem("Inspection", "Routine inspection only", "inspection")
+schedButtons = Buttons([schedSubmitBtn])
+schedSubmitBtn = Button("Schedule Maintenance", null, "primary")
+sep9 = Separator()
+exportHeader = CardHeader("Export Shift Report", "Download the current shift summary")
+exportBtns = Buttons([exportPdf, exportCsv])
+exportPdf = Button("Export PDF", null, "primary")
+exportCsv = Button("Export CSV", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show Line 3 detailed status")
+fu2 = FollowUpItem("Escalate active ANDON alerts")
+fu3 = FollowUpItem("Compare this shift to yesterday")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..3e638d690
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r3.txt
@@ -0,0 +1,104 @@
+root = Card([header, andonSection, safetyCallout, kpiRow, linesSection, detailTabs, lineFocusSection, exportSection])
+header = CardHeader("Factory Floor Console", "Plant A — Live Overview")
+andonSection = Card([andonTitle, andon1, andon2, andon3], "sunk", "column", "s")
+andonTitle = Heading("Live Andon Alerts", "h3")
+andon1 = Alert("Line 3 — Material Jam", "Conveyor belt sensor triggered at Station 7. Operator response required.", "destructive")
+andon2 = Alert("Line 1 — Temperature Deviation", "Oven zone 2 reading 12°C above setpoint for 4 minutes.", "warning")
+andon3 = Alert("Line 5 — Cycle Time Exceeded", "Takt time exceeded by 18s on last 3 cycles.", "warning")
+safetyCallout = Callout("success", "Safety Record", "0 incidents this year. 187 days since last recordable event.")
+kpiRow = Card([oeeCard, unitsCard], "clear", "row", "l")
+oeeCard = Card([oeeLabel, oeeProgress], "sunk", "column", "s")
+oeeLabel = Heading("Overall Equipment Effectiveness", "h4")
+oeeProgress = Progress(84.2, "OEE: 84.2%")
+unitsCard = Card([unitsLabel, unitsProgress, unitsDetail], "sunk", "column", "s")
+unitsLabel = Heading("Units Produced vs Target", "h4")
+unitsProgress = Progress(78.5, "11,780 / 15,000 units")
+unitsDetail = TextContent("78.5% of daily target achieved. Pace: 491 units/hr.", "small")
+linesSection = Card([linesTitle, linesTable], "card", "column", "s")
+linesTitle = Heading("Production Lines", "h3")
+linesTable = Table([lineName, lineRate, lineStatus, lineOEE])
+lineName = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4", "Line 5"])
+lineRate = Col("Rate (u/hr)", [520, 485, 0, 510, 468])
+lineStatus = Col("Status", ["Running", "Running", "STOPPED", "Running", "Running"])
+lineOEE = Col("OEE %", [88, 82, 0, 91, 79])
+detailTabs = Tabs([qualityTab, opsTab, maintTab, supplyTab])
+qualityTab = TabItem("quality", "Quality", [defectHeading, defectChart, holdHeading, holdTable])
+defectHeading = Heading("Defect Rate — Past 30 Days", "h4")
+defectChart = LineChart(["Jun 1", "Jun 5", "Jun 9", "Jun 13", "Jun 17", "Jun 21", "Jun 25", "Jun 29"], [defectSeries], "natural", "Date", "Defect %")
+defectSeries = Series("Defect Rate", [2.4, 2.1, 2.6, 1.9, 2.2, 1.8, 2.0, 1.7])
+holdHeading = Heading("Batches on Quality Hold", "h4")
+holdTable = Table([holdBatch, holdProduct, holdQty, holdReason, holdSince])
+holdBatch = Col("Batch", ["B-4471", "B-4485", "B-4492"])
+holdProduct = Col("Product", ["Widget A", "Widget C", "Widget A"])
+holdQty = Col("Qty", [320, 150, 480])
+holdReason = Col("Reason", ["Dimensional OOS", "Surface defect", "Material mismatch"])
+holdSince = Col("Held Since", ["Jun 27", "Jun 28", "Jun 29"])
+opsTab = TabItem("operations", "Operations", [downtimeHeading, downtimeChart, shiftHeading, shiftChart, energyHeading, energyProgress])
+downtimeHeading = Heading("Downtime by Cause — Today", "h4")
+downtimeChart = PieChart(["Mechanical", "Electrical", "Changeover", "Material", "Operator"], [42, 18, 25, 10, 5], "donut")
+shiftHeading = Heading("Shift Output Comparison", "h4")
+shiftChart = BarChart(["Shift A (06-14)", "Shift B (14-22)", "Shift C (22-06)"], [shiftOutputSeries], "grouped", "Shift", "Units")
+shiftOutputSeries = Series("Units Produced", [4820, 4310, 2650])
+energyHeading = Heading("Energy Use Today", "h4")
+energyProgress = Progress(72.3, "1,847 kWh of 2,550 kWh budget (72.3%)")
+maintTab = TabItem("maintenance", "Maintenance", [machinesHeading, machinesTable, woHeading, woTable, schedHeading, schedForm])
+machinesHeading = Heading("Machines Due for Maintenance", "h4")
+machinesTable = Table([machID, machName, machType, machDue, machHours])
+machID = Col("Machine", ["M-104", "M-217", "M-308", "M-412"])
+machName = Col("Name", ["CNC Mill 4", "Press 2", "Welder 8", "Conveyor 3"])
+machType = Col("Type", ["Preventive", "Preventive", "Corrective", "Inspection"])
+machDue = Col("Due Date", ["Jul 1", "Jul 2", "Jul 1", "Jul 4"])
+machHours = Col("Est. Hours", [4, 6, 8, 2])
+woHeading = Heading("Open Work Orders", "h4")
+woTable = Table([woID, woDesc, woPriority, woStatus, woAssigned])
+woID = Col("WO #", ["WO-1187", "WO-1192", "WO-1195", "WO-1201", "WO-1203"])
+woDesc = Col("Description", ["Replace belt L3", "Calibrate sensor L1", "Hydraulic leak M-217", "Lubrication L5", "Electrical panel M-412"])
+woPriority = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+woStatus = Col("Status", ["Open", "In Progress", "Open", "Open", "Open"])
+woAssigned = Col("Assigned To", ["J. Torres", "A. Kim", "Unassigned", "M. Patel", "Unassigned"])
+schedHeading = Heading("Schedule Maintenance", "h4")
+schedForm = Form("schedule-maintenance", schedButtons, [machField, dateField, typeField, notesField])
+machField = FormControl("Machine", machSelect)
+machSelect = Select("machine", [m104, m217, m308, m412, m501], "Select machine")
+m104 = SelectItem("M-104", "CNC Mill 4")
+m217 = SelectItem("M-217", "Press 2")
+m308 = SelectItem("M-308", "Welder 8")
+m412 = SelectItem("M-412", "Conveyor 3")
+m501 = SelectItem("M-501", "Lathe 1")
+dateField = FormControl("Scheduled Date", datePick)
+datePick = DatePicker("maint_date", "single")
+typeField = FormControl("Maintenance Type", typeRadio)
+typeRadio = RadioGroup("maint_type", [typePrev, typeCorr, typeInsp])
+typePrev = RadioItem("Preventive", "Scheduled routine", "preventive")
+typeCorr = RadioItem("Corrective", "Fix a known issue", "corrective")
+typeInsp = RadioItem("Inspection", "Check condition", "inspection")
+notesField = FormControl("Notes", notesArea, "Optional details for the technician")
+notesArea = TextArea("notes", "Describe the issue or scope...", 3)
+schedButtons = Buttons([schedSubmit, schedClear])
+schedSubmit = Button("Schedule", null, "primary")
+schedClear = Button("Clear", null, "tertiary")
+supplyTab = TabItem("supply", "Supply Chain", [stockHeading, stockChart, delivHeading, delivTable])
+stockHeading = Heading("Raw Material Stock Levels", "h4")
+stockChart = HorizontalBarChart(["Steel (tons)", "Resin (kg)", "Packaging (units)"], [stockSeries, stockMaxSeries], "grouped", "Material", "Quantity")
+stockSeries = Series("Current Stock", [48, 12500, 32000])
+stockMaxSeries = Series("Reorder Point", [30, 8000, 20000])
+delivHeading = Heading("Supplier Deliveries — This Week", "h4")
+delivTable = Table([delivSupplier, delivMaterial, delivQty, delivDate, delivStatus])
+delivSupplier = Col("Supplier", ["MetalCo", "PolyChem", "PackRight", "MetalCo"])
+delivMaterial = Col("Material", ["Steel Coil", "Resin Pellets", "Cartons", "Steel Sheet"])
+delivQty = Col("Qty", ["20 tons", "5,000 kg", "15,000 units", "12 tons"])
+delivDate = Col("Due Date", ["Jul 1", "Jul 2", "Jul 3", "Jul 4"])
+delivStatus = Col("Status", ["Confirmed", "In Transit", "Confirmed", "Pending"])
+lineFocusSection = Card([focusTitle, focusSelect], "sunk", "row", "m")
+focusTitle = Heading("Focus on Line", "h4")
+focusSelect = Select("line_focus", [fl1, fl2, fl3, fl4, fl5], "Select a line to drill down")
+fl1 = SelectItem("line1", "Line 1")
+fl2 = SelectItem("line2", "Line 2")
+fl3 = SelectItem("line3", "Line 3")
+fl4 = SelectItem("line4", "Line 4")
+fl5 = SelectItem("line5", "Line 5")
+exportSection = Card([exportTitle, exportButtons], "clear", "row", "m")
+exportTitle = Heading("Shift Report", "h4")
+exportButtons = Buttons([exportBtn, printBtn])
+exportBtn = Button("Export Shift Report (CSV)", null, "primary")
+printBtn = Button("Print Summary", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..3424a5cfe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-plant__r4.txt
@@ -0,0 +1,107 @@
+
+
+root = Card([header, statusTags, oeeHeading, oeeTable, oeeProgress, prodHeading, prodTable, prodProgress, focusHeading, focusForm, andonHeading, andonAlert1, andonAlert2, andonAlert3, lineHeading, lineTable, downtimeHeading, downtimeChart, defectHeading, defectChart, maintenanceHeading, maintenanceTable, scheduleHeading, scheduleForm, inventoryHeading, inventoryTable, deliveryHeading, deliveryTable, shiftHeading, shiftChart, safetyHeading, safetyCallout, safetyTable, qualityHeading, qualityTable, energyHeading, energyTable, energyProgress, workHeading, workTable, exportHeading, exportButtons], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Plant 3 - Shift B production, maintenance, materials, and safety")
+statusTags = TagBlock(["Live", "Updated 14:22", "Shift B", "OEE target 85%"])
+oeeHeading = Heading("Overall equipment effectiveness", "h2")
+oeeTable = Table([oeeMetric, oeeValue])
+oeeMetric = Col("Metric", ["Overall OEE", "Availability", "Performance", "Quality"], "string")
+oeeValue = Col("Today", ["81.4%", "90.2%", "92.6%", "97.5%"], "string")
+oeeProgress = Progress(81, "Overall OEE vs 85% target")
+prodHeading = Heading("Units produced against today's target", "h2")
+prodTable = Table([prodMetric, prodValue])
+prodMetric = Col("Metric", ["Today's target", "Units produced", "Remaining", "Attainment"], "string")
+prodValue = Col("Value", ["12,500 units", "10,742 units", "1,758 units", "85.9%"], "string")
+prodProgress = Progress(86, "Production attainment")
+focusHeading = Heading("Focus on one line", "h2")
+focusForm = Form("focus-line", focusButtons, [focusLineField])
+focusLineField = FormControl("Production line", focusLineSelect, "Open a detailed view for one production line")
+focusLineSelect = Select("focus_line", [focusLine1, focusLine2, focusLine3, focusLine4], "Select line", ["required"])
+focusLine1 = SelectItem("line-1", "Line 1 - Running")
+focusLine2 = SelectItem("line-2", "Line 2 - Low resin warning")
+focusLine3 = SelectItem("line-3", "Line 3 - Changeover")
+focusLine4 = SelectItem("line-4", "Line 4 - Down")
+focusButtons = Buttons([focusButton])
+focusButton = Button("Focus line", null, "secondary")
+andonHeading = Heading("Live andon alerts", "h2")
+andonAlert1 = Callout("error", "ANDON - Line 4 stopped", "Robot fault E-310 at 14:18. Maintenance mechanic assigned; ETA 15 minutes.")
+andonAlert2 = Callout("warning", "ANDON - Material call at Line 2", "Resin below 4-hour coverage. Material handler notified; delivery expected Thursday.")
+andonAlert3 = Callout("info", "ANDON - Changeover in progress", "Line 3 changeover to SKU 4410. Standard time 27 minutes, forecast complete 14:45.")
+lineHeading = Heading("Production line status", "h2")
+lineTable = Table([lineName, lineRate, lineStatus, lineOee, lineLead])
+lineName = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"], "string")
+lineRate = Col("Rate (units/hr)", [1180, 950, 1035, 0], "number")
+lineStatus = Col("Status", ["Running", "Running - low resin", "Changeover", "Down - robot fault"], "string")
+lineOee = Col("OEE", ["88.1%", "82.4%", "79.8%", "-"], "string")
+lineLead = Col("Lead", ["M. Patel", "S. Okafor", "J. Alvarez", "T. Chen"], "string")
+downtimeHeading = Heading("Downtime split by cause today", "h2")
+downtimeChart = PieChart(["Mechanical", "Electrical", "Material shortage", "Changeover", "Quality checks"], [78, 54, 31, 26, 17], "donut", "circular")
+defectHeading = Heading("Defect rate over past month", "h2")
+defectChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [defectSeries, defectTarget], "natural", "Week", "Defect rate %")
+defectSeries = Series("Actual defect rate", [3.1, 2.8, 2.6, 2.1])
+defectTarget = Series("Target", [2.0, 2.0, 2.0, 2.0])
+maintenanceHeading = Heading("Machines due for maintenance", "h2")
+maintenanceTable = Table([machineId, machineTask, machineDue, machinePriority])
+machineId = Col("Machine", ["Press 12", "Robot R-41", "Conveyor C-08", "Wrapper W-02"], "string")
+machineTask = Col("Task", ["Hydraulic inspection", "Servo calibration", "Belt replacement", "Seal head service"], "string")
+machineDue = Col("Due", ["Today 18:00", "Tomorrow 06:00", "Wed 10:00", "Fri 14:00"], "string")
+machinePriority = Col("Priority", ["High", "Critical", "Medium", "Medium"], "string")
+scheduleHeading = Heading("Schedule maintenance", "h2")
+scheduleForm = Form("schedule-maintenance", scheduleButtons, [scheduleMachineField, scheduleDateField])
+scheduleMachineField = FormControl("Machine", scheduleMachineSelect, "Select the machine that needs maintenance")
+scheduleMachineSelect = Select("machine", [scheduleMachine1, scheduleMachine2, scheduleMachine3, scheduleMachine4, scheduleMachine5], "Select machine", ["required"])
+scheduleMachine1 = SelectItem("press-12", "Press 12")
+scheduleMachine2 = SelectItem("robot-r-41", "Robot R-41")
+scheduleMachine3 = SelectItem("conveyor-c-08", "Conveyor C-08")
+scheduleMachine4 = SelectItem("wrapper-w-02", "Wrapper W-02")
+scheduleMachine5 = SelectItem("cnc-07", "CNC 07")
+scheduleDateField = FormControl("Maintenance date", scheduleDatePicker, "Select the date for the maintenance window")
+scheduleDatePicker = DatePicker("maintenance_date", "single", ["required"])
+scheduleButtons = Buttons([scheduleSubmit, scheduleCancel])
+scheduleSubmit = Button("Schedule maintenance", null, "primary")
+scheduleCancel = Button("Clear selection", null, "tertiary")
+inventoryHeading = Heading("Stock - steel, resin, packaging", "h2")
+inventoryTable = Table([materialName, materialOnHand, materialReorder, materialStatus])
+materialName = Col("Material", ["Steel", "Resin", "Packaging"], "string")
+materialOnHand = Col("On hand", ["14.2 t", "2.6 t", "11,800 units"], "string")
+materialReorder = Col("Reorder point", ["6.0 t", "3.0 t", "8,000 units"], "string")
+materialStatus = Col("Status", ["OK", "Low", "OK"], "string")
+deliveryHeading = Heading("Supplier deliveries due this week", "h2")
+deliveryTable = Table([supplierName, deliveryItem, deliveryDate, deliveryPo, deliveryStatus])
+supplierName = Col("Supplier", ["Orion Metals", "Polychem", "PackRight"], "string")
+deliveryItem = Col("Delivery", ["Steel coil 2.4 mm", "Resin grade A7", "Corrugated trays"], "string")
+deliveryDate = Col("Due", ["Wed 08:00", "Thu 07:30", "Fri 13:00"], "string")
+deliveryPo = Col("PO", ["PO-58211", "PO-58234", "PO-58240"], "string")
+deliveryStatus = Col("Status", ["Confirmed", "At risk", "Confirmed"], "string")
+shiftHeading = Heading("Shift output comparison", "h2")
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [shiftTargetSeries, shiftActualSeries], "grouped", "Shift", "Units")
+shiftTargetSeries = Series("Target", [4300, 4300, 3900])
+shiftActualSeries = Series("Actual", [4350, 4280, 2112])
+safetyHeading = Heading("Safety incidents this year", "h2")
+safetyCallout = Callout("success", "Days since last recordable incident: 247", "Two recordable incidents year to date; zero in the current quarter.")
+safetyTable = Table([safetyMetric, safetyValue])
+safetyMetric = Col("Metric", ["Recordable incidents YTD", "Lost-time incidents YTD", "Near misses YTD", "First aid cases YTD", "Days since last recordable"], "string")
+safetyValue = Col("Value", ["2", "0", "17", "9", "247"], "string")
+qualityHeading = Heading("Batches on quality hold", "h2")
+qualityTable = Table([batchId, batchProduct, batchQty, batchReason, batchAge])
+batchId = Col("Batch", ["B-24187", "B-24192", "B-24196"], "string")
+batchProduct = Col("Product", ["Housing 4400", "Bracket 3200", "Panel 5100"], "string")
+batchQty = Col("Quantity", ["480 units", "210 units", "95 units"], "string")
+batchReason = Col("Hold reason", ["Dimensional check", "Surface finish", "Packaging specification"], "string")
+batchAge = Col("Hold age", ["6 hours", "3 hours", "1 hour"], "string")
+energyHeading = Heading("Energy use today", "h2")
+energyTable = Table([energyMetric, energyValue])
+energyMetric = Col("Metric", ["Consumption so far", "Daily budget", "Projected at end of day", "Peak demand", "Consumption per unit"], "string")
+energyValue = Col("Value", ["1.94 MWh", "2.10 MWh", "2.24 MWh", "412 kW", "0.18 kWh/unit"], "string")
+energyProgress = Progress(92, "Energy consumed vs daily budget")
+workHeading = Heading("Open work orders", "h2")
+workTable = Table([workOrder, workMachine, workTask, workPriority, workStatus])
+workOrder = Col("Work order", ["WO-1042", "WO-1043", "WO-1046", "WO-1047"], "string")
+workMachine = Col("Machine / line", ["Line 4 Robot R-41", "Press 12", "Conveyor C-08", "Wrapper W-02"], "string")
+workTask = Col("Task", ["Robot fault E-310", "Hydraulic inspection", "Belt replacement", "Seal head service"], "string")
+workPriority = Col("Priority", ["Critical", "High", "Medium", "Medium"], "string")
+workStatus = Col("Status", ["In progress", "Scheduled", "Parts staged", "Waiting planner"], "string")
+exportHeading = Heading("Shift report", "h2")
+exportButtons = Buttons([exportShiftReport, exportDowntime])
+exportShiftReport = Button("Export shift report", null, "primary")
+exportDowntime = Button("Export downtime detail", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..c1b1c30d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r1.txt
@@ -0,0 +1,86 @@
+
+
+root = Card([header, kpiTable, tabs, followUps])
+header = CardHeader("StreamOps Command Center", "Real-time operations dashboard • Updated 12s ago")
+kpiTable = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Metric", ["Live Viewers", "Buffering Rate", "Rec Click-Through", "Zero-Result Searches"])
+kpiValue = Col("Value", ["2,847,391", "1.2%", "34.7%", "8.3%"])
+kpiTrend = Col("Trend", ["▲ 12% vs yesterday", "▼ 0.3pp improved", "▲ 2.1pp vs last week", "▼ 1.4pp improved"])
+tabs = Tabs([contentTab, growthTab, perfTab, opsTab])
+contentTab = TabItem("content", "Content", [mostWatched, watchTime, releases, licensesHeading, licensesTable])
+mostWatched = HorizontalBarChart(["The Last Frontier", "Midnight Protocol", "Echoes of Tomorrow", "Crimson Tide Rising", "The Silent Garden"], [hoursSeries], "grouped", "Title", "Hours (M)")
+hoursSeries = Series("Hours Watched", [4.2, 3.8, 3.1, 2.7, 2.3])
+watchTime = AreaChart(["May 1", "May 8", "May 15", "May 22", "May 29"], [watchSeries], "natural", "Week", "Hours (M)")
+watchSeries = Series("Total Watch Time", [142, 156, 149, 168, 174])
+releases = ListBlock([rel1, rel2, rel3, rel4], "number")
+rel1 = ListItem("The Last Frontier S2", "Jun 14 • Drama / Thriller")
+rel2 = ListItem("Neon Nights", "Jun 18 • Sci-Fi")
+rel3 = ListItem("Comedy Central Live", "Jun 22 • Comedy Special")
+rel4 = ListItem("Deep Blue", "Jun 28 • Documentary")
+licensesHeading = Heading("Licenses Expiring Soon", "h3")
+licensesTable = Table([licTitle, licExpiry, licDays])
+licTitle = Col("Title", ["Breaking Point", "The Office (US)", "Stranger Worlds", "Dark Matter"])
+licExpiry = Col("Expiry Date", ["Jun 15", "Jun 20", "Jun 25", "Jun 30"])
+licDays = Col("Days Left", ["3", "8", "13", "18"])
+growthTab = TabItem("growth", "Growth & Revenue", [subChart, revenueHeading, revenuePie, deviceHeading, devicePie])
+subChart = BarChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [newSubs, cancelledSubs], "grouped", "Month", "Subscribers (K)")
+newSubs = Series("New", [312, 287, 345, 398, 421, 389])
+cancelledSubs = Series("Cancelled", [145, 132, 158, 171, 164, 149])
+revenueHeading = Heading("Revenue by Plan", "h3")
+revenuePie = PieChart(["Premium", "Standard", "Basic", "Ad-Supported"], [4.2, 3.1, 1.8, 0.9], "donut")
+deviceHeading = Heading("Viewing by Device", "h3")
+devicePie = PieChart(["Smart TV", "Mobile", "Desktop", "Tablet", "Console"], [38, 27, 18, 10, 7], "donut")
+perfTab = TabItem("performance", "Performance", [genreChart, deliveryHeading, deliveryTable, bufferingCallout])
+genreChart = RadarChart(["Drama", "Comedy", "Thriller", "Sci-Fi", "Documentary", "Action"], [genreSeries])
+genreSeries = Series("Engagement Score", [87, 72, 91, 78, 64, 83])
+deliveryHeading = Heading("Delivery Health by Region", "h3")
+deliveryTable = Table([regionCol, latencyCol, errorCol, statusCol])
+regionCol = Col("Region", ["North America", "Europe", "Asia-Pacific", "Latin America", "Middle East & Africa"])
+latencyCol = Col("Avg Latency", ["42ms", "58ms", "87ms", "112ms", "95ms"])
+errorCol = Col("Error Rate", ["0.3%", "0.5%", "1.2%", "2.1%", "1.8%"])
+statusCol = Col("Status", ["Healthy", "Healthy", "Degraded", "Critical", "Degraded"])
+bufferingCallout = Callout("warning", "Buffering Alert", "LATAM region buffering rate at 3.4% — above the 2% threshold. CDN failover initiated automatically.")
+opsTab = TabItem("operations", "Operations", [flagsHeading, featureFlags, regionDialog, promoteDialog])
+flagsHeading = Heading("Feature Flags", "h3")
+featureFlags = SwitchGroup("feature-flags", [flag1, flag2, flag3, flag4, flag5], "card")
+flag1 = SwitchItem("Ad-Supported Tier", "Enable ad insertion for basic plan users", "ad-tier", true)
+flag2 = SwitchItem("4K Streaming", "Ultra HD playback for premium subscribers", "4k-stream", true)
+flag3 = SwitchItem("Live Events", "Live sports and concerts module", "live-events", false)
+flag4 = SwitchItem("AI Recommendations v2", "New ML model for personalized suggestions", "ai-recs-v2", true)
+flag5 = SwitchItem("Offline Downloads", "Allow content downloads on mobile devices", "offline-dl", true)
+regionDialog = DialogBlock("Focus Region", "Regional Deep Dive", "Select a region to view detailed delivery and engagement metrics", [regionForm], "secondary")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regNA, regEU, regAPAC, regLATAM, regMEA], "Choose a region")
+regNA = SelectItem("na", "North America")
+regEU = SelectItem("eu", "Europe")
+regAPAC = SelectItem("apac", "Asia-Pacific")
+regLATAM = SelectItem("latam", "Latin America")
+regMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([regionSubmit])
+regionSubmit = Button("View Region Metrics", null, "primary")
+promoteDialog = DialogBlock("Promote Title", "Promote on Home Screen", "Feature a title in the hero carousel for all users", [promoteForm], "primary")
+promoteForm = Form("promote-title", promoteButtons, [titleField, positionField, durationField])
+titleField = FormControl("Title", titleSelect)
+titleSelect = Select("title", [promoT1, promoT2, promoT3, promoT4], "Select a title to promote")
+promoT1 = SelectItem("last-frontier", "The Last Frontier S2")
+promoT2 = SelectItem("neon-nights", "Neon Nights")
+promoT3 = SelectItem("midnight-protocol", "Midnight Protocol")
+promoT4 = SelectItem("deep-blue", "Deep Blue")
+positionField = FormControl("Carousel Position", positionSelect)
+positionSelect = Select("position", [pos1, pos2, pos3], "Choose a slot")
+pos1 = SelectItem("1", "Slot 1 — Hero")
+pos2 = SelectItem("2", "Slot 2 — Featured")
+pos3 = SelectItem("3", "Slot 3 — Trending")
+durationField = FormControl("Duration", durationSelect)
+durationSelect = Select("duration", [dur1, dur2, dur3], "How long to feature")
+dur1 = SelectItem("24h", "24 hours")
+dur2 = SelectItem("72h", "72 hours")
+dur3 = SelectItem("7d", "7 days")
+promoteButtons = Buttons([promoteSubmit, promoteCancel])
+promoteSubmit = Button("Promote Now", null, "primary")
+promoteCancel = Button("Cancel", null, "tertiary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show LATAM region details")
+fu2 = FollowUpItem("Compare this week vs last week")
+fu3 = FollowUpItem("Alert on-call about buffering spike")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..e2d7460e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r2.txt
@@ -0,0 +1,107 @@
+
+
+root = Card([header, metricsRow, sep1, watchTimeSection, subSection, sep2, titlesSection, genreSection, sep3, revenueSection, deviceSection, sep4, deliverySection, bufferingSection, recSection, searchSection, sep5, releasesSection, licensesSection, sep6, regionSection, flagsSection, promoteSection])
+header = CardHeader("StreamOps Command Center", "Live operations dashboard — all systems monitored")
+metricsRow = Table([metricName, metricValue, metricStatus])
+metricName = Col("Metric", ["Viewers Now", "Buffering Rate", "Rec Click-Through", "Zero-Result Searches"])
+metricValue = Col("Value", ["2,847,391", "0.42%", "18.7%", "4.2%"])
+metricStatus = Col("Status", ["▲ 12% vs yesterday", "▼ Within SLA", "▲ 2.1pp this week", "▼ 0.8pp improvement"])
+sep1 = Separator()
+watchTimeSection = AreaChart(["Jun 1","Jun 3","Jun 5","Jun 7","Jun 9","Jun 11","Jun 13","Jun 15","Jun 17","Jun 19","Jun 21","Jun 23","Jun 25","Jun 27","Jun 29"], [watchSeries], "natural", "Date", "Hours (millions)")
+watchSeries = Series("Total Watch Time", [412, 438, 425, 461, 478, 455, 492, 510, 487, 523, 541, 518, 556, 572, 589])
+subSection = BarChart(["W1","W2","W3","W4"], [newSubs, cancels], "grouped", "Week", "Count")
+newSubs = Series("New Subscribers", [48200, 51400, 47800, 53600])
+cancels = Series("Cancellations", [12400, 11800, 13200, 11100])
+sep2 = Separator()
+titlesSection = HorizontalBarChart(["The Silent Hour","Neon Depths","Crown of Ashes","Midnight Protocol","The Last Garden","Fractured Light","Echo Chamber","Salt & Storm"], [titleHours], "grouped", "Title", "Hours Watched (M)")
+titleHours = Series("Hours", [84.2, 71.6, 68.3, 55.1, 49.8, 42.5, 38.7, 33.4])
+genreSection = RadarChart(["Drama","Thriller","Comedy","Sci-Fi","Documentary","Romance","Horror","Action"], [genreCurrent, genrePrev])
+genreCurrent = Series("This Month", [92, 85, 74, 81, 63, 58, 47, 88])
+genrePrev = Series("Last Month", [84, 78, 71, 76, 60, 62, 44, 82])
+sep3 = Separator()
+revenueSection = PieChart(["Premium","Standard","Basic","Ad-Supported","Bundle"], [38.4, 27.1, 14.8, 12.3, 7.4], "donut")
+deviceSection = PieChart(["Smart TV","Mobile","Web Browser","Tablet","Console","Streaming Stick"], [34, 28, 16, 9, 8, 5], "pie")
+sep4 = Separator()
+deliverySection = Table([regionCol, cdnCol, latencyCol, uptimeCol, statusCol])
+regionCol = Col("Region", ["North America","Europe","Asia-Pacific","Latin America","Middle East & Africa","Oceania"])
+cdnCol = Col("CDN Partner", ["CloudFront","Akamai","Fastly","CloudFront","Akamai","Fastly"])
+latencyCol = Col("Avg Latency", ["42ms","38ms","55ms","61ms","72ms","44ms"])
+uptimeCol = Col("Uptime", ["99.98%","99.97%","99.94%","99.91%","99.87%","99.96%"])
+statusCol = Col("Health", ["● Healthy","● Healthy","● Healthy","● Degraded","● Degraded","● Healthy"])
+bufferingSection = Table([bufRegion, bufRate, bufTrend])
+bufRegion = Col("Region", ["NA East","NA West","EU West","EU East","APAC","LATAM"])
+bufRate = Col("Buffering %", ["0.31","0.28","0.35","0.48","0.62","0.71"])
+bufTrend = Col("7-Day Trend", ["▼ 0.04","▼ 0.02","▲ 0.01","▲ 0.06","▲ 0.11","▼ 0.03"])
+recSection = Table([recMetric, recValue, recTarget])
+recMetric = Col("Metric", ["Click-Through Rate","Completion Rate","Thumbs Up Ratio","Avg Position Clicked"])
+recValue = Col("Current", ["18.7%","72.3%","81.2%","2.4"])
+recTarget = Col("Target", ["15.0%","70.0%","75.0%","≤ 3.0"])
+searchSection = Table([searchQuery, searchCount, searchOutcome])
+searchQuery = Col("Query", ["the crown season 7","dark waters 2024","korean thriller","untitled marvel","live sports"])
+searchCount = Col("Searches", ["14200","9800","8400","7200","6100"])
+searchOutcome = Col("Outcome", ["No match — title not licensed","No match — not yet released","Partial — 3 results shown","No match — ambiguous query","No match — no live events today"])
+sep5 = Separator()
+releasesSection = ListBlock([rel1, rel2, rel3, rel4, rel5, rel6], "number")
+rel1 = ListItem("The Silent Hour: Season 2", "Drama • Premieres Jul 3 • 8 episodes", null, "View details")
+rel2 = ListItem("Neon Depths: Director's Cut", "Thriller • Premieres Jul 8 • Film", null, "View details")
+rel3 = ListItem("Cosmic Drift", "Sci-Fi • Premieres Jul 12 • 10 episodes", null, "View details")
+rel4 = ListItem("The Comedy Hour: Live Special", "Comedy • Premieres Jul 15 • Special", null, "View details")
+rel5 = ListItem("Beneath the Canopy", "Documentary • Premieres Jul 21 • 6 episodes", null, "View details")
+rel6 = ListItem("Fractured Light: Finale", "Drama • Premieres Jul 28 • 2 episodes", null, "View details")
+licensesSection = Table([licTitle, licHolder, licExpiry, licDaysLeft, licAction])
+licTitle = Col("Title", ["Breaking Point","The Office (US)","Interstellar","Stranger Things S1-3","The Grand Budapest Hotel","Dark (DE)"])
+licHolder = Col("Licensor", ["Sony Pictures","NBC Universal","Paramount","Netflix Originals","Fox Searchlight","Netflix DE"])
+licExpiry = Col("Expiry Date", ["Jul 5, 2025","Jul 12, 2025","Jul 18, 2025","Aug 1, 2025","Aug 9, 2025","Aug 15, 2025"])
+licDaysLeft = Col("Days Left", ["4","11","17","31","39","45"])
+licAction = Col("Status", ["⚠️ URGENT — Renew or remove","⚠️ Renewal in progress","🔔 Negotiation started","✅ Renewed — pending signature","🔔 Not yet contacted","🔔 Not yet contacted"])
+sep6 = Separator()
+regionSection = Card([regionHeader, regionForm], "sunk", "column", "m")
+regionHeader = Heading("Region Focus", "h3")
+regionForm = Form("region-focus", regionButtons, [regionSelectField, regionMetricField])
+regionSelectField = FormControl("Select Region", regionSelect, "Drill into a specific region's metrics")
+regionSelect = Select("region", [regNA, regEU, regAPAC, regLATAM, regMEA, regOCE], "Choose a region")
+regNA = SelectItem("na", "North America")
+regEU = SelectItem("eu", "Europe")
+regAPAC = SelectItem("apac", "Asia-Pacific")
+regLATAM = SelectItem("latam", "Latin America")
+regMEA = SelectItem("mea", "Middle East & Africa")
+regOCE = SelectItem("oce", "Oceania")
+regionMetricField = FormControl("Focus Metric", regionMetricSelect)
+regionMetricSelect = Select("metric", [metViewers, metBuffer, metLatency, metSubs, metRevenue], "What to analyze")
+metViewers = SelectItem("viewers", "Concurrent Viewers")
+metBuffer = SelectItem("buffering", "Buffering Rate")
+metLatency = SelectItem("latency", "CDN Latency")
+metSubs = SelectItem("subscribers", "Subscriber Growth")
+metRevenue = SelectItem("revenue", "Revenue")
+regionButtons = Buttons([regionApplyBtn])
+regionApplyBtn = Button("Apply Focus", null, "primary")
+flagsSection = Card([flagsHeader, flagsGroup], "sunk", "column", "m")
+flagsHeader = Heading("Feature Flags", "h3")
+flagsGroup = SwitchGroup("feature-flags", [flag1, flag2, flag3, flag4, flag5, flag6], "card")
+flag1 = SwitchItem("New Recommendation Engine v3", "ML-based personalization model rollout", "rec-engine-v3", true)
+flag2 = SwitchItem("Ad-Supported Tier", "Enable ad insertion for basic plan", "ad-tier", true)
+flag3 = SwitchItem("Live Events", "Enable live streaming infrastructure", "live-events", false)
+flag4 = SwitchItem("Spatial Audio", "Dolby Atmos support on compatible devices", "spatial-audio", true)
+flag5 = SwitchItem("Download & Go", "Offline download with smart quality selection", "download-go", true)
+flag6 = SwitchItem("Social Watch Party", "Synchronized viewing with chat", "watch-party", false)
+promoteSection = DialogBlock("Promote Title on Home Screen", "Feature a Title", "Select a title and placement to promote it on the home screen carousel.", [promoteForm], "secondary")
+promoteForm = Form("promote-title", promoteButtons, [promoteTitleField, promotePlacementField, promotePriorityField, promoteStartDateField])
+promoteTitleField = FormControl("Title", promoteTitleSelect, "Choose which title to feature")
+promoteTitleSelect = Select("title", [pt1, pt2, pt3, pt4, pt5], "Select a title")
+pt1 = SelectItem("silent-hour-s2", "The Silent Hour: Season 2")
+pt2 = SelectItem("neon-depths-dc", "Neon Depths: Director's Cut")
+pt3 = SelectItem("cosmic-drift", "Cosmic Drift")
+pt4 = SelectItem("comedy-hour", "The Comedy Hour: Live Special")
+pt5 = SelectItem("beneath-canopy", "Beneath the Canopy")
+promotePlacementField = FormControl("Placement", promotePlacementRadio)
+promotePlacementRadio = RadioGroup("placement", [placeHero, placeRow1, placeRow2])
+placeHero = RadioItem("Hero Banner", "Full-width top placement", "hero")
+placeRow1 = RadioItem("Top Row", "First content row", "top-row")
+placeRow2 = RadioItem("Trending Row", "\"Trending Now\" section", "trending")
+promotePriorityField = FormControl("Priority (1 = highest)", promotePrioritySlider)
+promotePrioritySlider = Slider("priority", "discrete", 1, 5, 1, [1])
+promoteStartDateField = FormControl("Start Date", promoteDatePicker)
+promoteDatePicker = DatePicker("start_date", "single")
+promoteButtons = Buttons([promoteSubmitBtn, promoteCancelBtn])
+promoteSubmitBtn = Button("Promote Now", null, "primary")
+promoteCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..402dc3bc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r3.txt
@@ -0,0 +1,85 @@
+root = Card([header, liveRow, tabs])
+header = CardHeader("StreamOps Command Center", "Real-time streaming operations dashboard")
+liveRow = Card([viewersMetric, bufferMetric, ctrMetric, zeroSearchMetric], "sunk", "row", "m")
+viewersMetric = TextContent("**2,847,391**\nViewers watching now", "large-heavy")
+bufferMetric = TextContent("**1.2%**\nBuffering rate", "large-heavy")
+ctrMetric = TextContent("**23.4%**\nRec click-through", "large-heavy")
+zeroSearchMetric = TextContent("**8.7%**\nZero-playback searches", "large-heavy")
+tabs = Tabs([contentTab, growthTab, infraTab])
+contentTab = TabItem("content", "Content", [mwLabel, mwChart, sep1, relLabel, relList, sep2, licLabel, licTable, sep3, promoteDialog])
+mwLabel = TextContent("**Most-Watched Titles** (hours streamed, millions)", "default")
+mwChart = HorizontalBarChart(["The Last Frontier", "Dark Tides", "Neon Nights", "The Quiet Place", "Crimson Peak S2"], [mwSeries])
+mwSeries = Series("Hours (M)", [48.2, 41.7, 38.9, 35.1, 29.8])
+sep1 = Separator()
+relLabel = TextContent("**Upcoming Releases This Month**", "default")
+relList = ListBlock([rel1, rel2, rel3, rel4])
+rel1 = ListItem("Echoes of Tomorrow", "Sci-Fi Thriller • Jan 15")
+rel2 = ListItem("The Deep End", "Drama • Jan 18")
+rel3 = ListItem("Midnight Run S3", "Action • Jan 22")
+rel4 = ListItem("Glass Houses", "Horror • Jan 27")
+sep2 = Separator()
+licLabel = TextContent("**Licenses Expiring Soon**", "default")
+licTable = Table([licTitle, licExpiry, licDays])
+licTitle = Col("Title", ["The Office", "Breaking Bad", "Stranger Things S1–3", "Fleabag"])
+licExpiry = Col("Expiry Date", ["Feb 1, 2025", "Feb 15, 2025", "Mar 1, 2025", "Mar 10, 2025"])
+licDays = Col("Days Left", [18, 32, 45, 54], "number")
+sep3 = Separator()
+promoteDialog = DialogBlock("Promote Title", "Promote a Title", "Select a title to feature on the home screen carousel.", [promoteForm], "primary")
+promoteForm = Form("promote-title", promoteButtons, [promoteField])
+promoteField = FormControl("Title to promote", promoteSelect)
+promoteSelect = Select("title", [pt1, pt2, pt3, pt4, pt5], "Choose a title")
+pt1 = SelectItem("echoes", "Echoes of Tomorrow")
+pt2 = SelectItem("deep-end", "The Deep End")
+pt3 = SelectItem("midnight-s3", "Midnight Run S3")
+pt4 = SelectItem("glass", "Glass Houses")
+pt5 = SelectItem("last-frontier", "The Last Frontier")
+promoteButtons = Buttons([promoteBtn])
+promoteBtn = Button("Promote Now", null, "primary")
+growthTab = TabItem("growth", "Growth & Revenue", [wtLabel, wtChart, sep4, subsLabel, subsChart, sep5, genreLabel, genreChart, sep6, revLabel, revChart, sep7, devLabel, devChart])
+wtLabel = TextContent("**Watch Time — Past 30 Days** (billions of minutes)", "default")
+wtChart = AreaChart(["Jan 1", "Jan 5", "Jan 9", "Jan 13", "Jan 17", "Jan 21", "Jan 25", "Jan 29"], [wtSeries], "natural", "Date", "Billion min")
+wtSeries = Series("Watch Time", [4.2, 4.5, 4.8, 5.1, 4.9, 5.3, 5.6, 5.8])
+sep4 = Separator()
+subsLabel = TextContent("**New Subscribers vs Cancellations** (thousands)", "default")
+subsChart = BarChart(["Aug", "Sep", "Oct", "Nov", "Dec", "Jan"], [newSubs, cancels], "grouped", "Month", "Thousands")
+newSubs = Series("New Subs", [312, 287, 345, 398, 421, 376])
+cancels = Series("Cancellations", [98, 112, 95, 88, 104, 91])
+sep5 = Separator()
+genreLabel = TextContent("**Performance by Genre**", "default")
+genreChart = RadarChart(["Engagement", "Completion", "Retention", "New Starts", "Satisfaction"], [genreDrama, genreComedy, genreThriller])
+genreDrama = Series("Drama", [82, 74, 68, 71, 79])
+genreComedy = Series("Comedy", [75, 81, 62, 78, 73])
+genreThriller = Series("Thriller", [88, 69, 73, 65, 81])
+sep6 = Separator()
+revLabel = TextContent("**Revenue Split by Plan** (monthly, $M)", "default")
+revChart = PieChart(["Premium", "Standard", "Basic", "Ad-Supported"], [4.2, 3.1, 1.8, 0.9], "donut")
+sep7 = Separator()
+devLabel = TextContent("**Viewing Split by Device**", "default")
+devChart = RadialChart(["Smart TV", "Mobile", "Desktop", "Tablet", "Console"], [38, 27, 18, 9, 8])
+infraTab = TabItem("infra", "Infrastructure", [rhLabel, regionTable, sep8, rfLabel, regionForm, sep9, ffLabel, featureFlags])
+rhLabel = TextContent("**Delivery Health by Region**", "default")
+regionTable = Table([regName, regUptime, regLatency, regStatus])
+regName = Col("Region", ["North America", "Europe", "Asia Pacific", "Latin America", "Africa"])
+regUptime = Col("Uptime", ["99.7%", "99.5%", "99.2%", "98.8%", "98.1%"])
+regLatency = Col("Avg Latency", ["45 ms", "62 ms", "78 ms", "95 ms", "120 ms"])
+regStatus = Col("Status", ["Healthy", "Healthy", "Degraded", "Degraded", "At Risk"])
+sep8 = Separator()
+rfLabel = TextContent("**Focus on a Region**", "default")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Filter dashboard metrics to selected region")
+regionSelect = Select("region", [r1, r2, r3, r4, r5], "Select a region")
+r1 = SelectItem("na", "North America")
+r2 = SelectItem("eu", "Europe")
+r3 = SelectItem("apac", "Asia Pacific")
+r4 = SelectItem("latam", "Latin America")
+r5 = SelectItem("africa", "Africa")
+regionButtons = Buttons([regionBtn])
+regionBtn = Button("Apply Filter", null, "primary")
+sep9 = Separator()
+ffLabel = TextContent("**Feature Flags**", "default")
+featureFlags = SwitchGroup("feature-flags", [ff1, ff2, ff3, ff4, ff5], "card")
+ff1 = SwitchItem("New Recommendation Engine", "ML-based personalization v4", "rec-engine-v4", true)
+ff2 = SwitchItem("Adaptive Bitrate v3", "Perceptual quality optimization", "abr-v3", true)
+ff3 = SwitchItem("Social Watch Parties", "Synced viewing with live chat", "watch-parties", false)
+ff4 = SwitchItem("AI Thumbnails", "Auto-generated preview images", "ai-thumbnails", false)
+ff5 = SwitchItem("Offline Downloads v2", "Background download queue", "offline-v2", true)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..a2eaa48b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-streaming__r4.txt
@@ -0,0 +1,77 @@
+
+
+root = Card([header, liveCallout, kpiTable, mainSections, followUps])
+header = CardHeader("StreamOps Command Center", "Real-time operations dashboard • Updated 30s ago")
+liveCallout = Callout("info", "2,847,391 viewers watching right now", "Peak today: 3,102,445 at 21:00 UTC • Concurrent streams healthy")
+kpiTable = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Metric", ["Buffering Rate", "Recommendation CTR", "Zero-Result Searches", "Avg Session Length"])
+kpiValue = Col("Current", ["1.2%", "34.7%", "8.3%", "48 min"])
+kpiTrend = Col("vs Last Week", ["▼ 0.3% improved", "▲ 2.1% up", "▼ 1.4% improved", "▲ 3 min longer"])
+mainSections = SectionBlock([liveSection, contentSection, growthSection, pipelineSection, regionalSection, platformSection], true)
+liveSection = SectionItem("live", "📡 Watch Time & Streaming Health", [watchTimeChart, bufferingCallout])
+watchTimeChart = AreaChart(["Jun 1", "Jun 5", "Jun 10", "Jun 15", "Jun 20", "Jun 25", "Jun 30"], [watchSeries], "natural", "Date", "Hours (M)")
+watchSeries = Series("Total Watch Time", [142, 156, 148, 171, 183, 195, 204])
+bufferingCallout = Callout("success", "Buffering Rate: 1.2%", "Down from 1.5% last week. CDN edge caching optimization is performing well across all regions.")
+contentSection = SectionItem("content", "🎬 Content Performance", [topTitlesChart, genreChart])
+topTitlesChart = HorizontalBarChart(["The Last Signal", "Midnight Run S2", "Echoes of War", "The Garden", "Neon Nights", "Cold Case Files"], [topSeries], "grouped", "Title", "Hours (M)")
+topSeries = Series("Hours Watched", [847, 692, 634, 571, 498, 423])
+genreChart = RadarChart(["Drama", "Thriller", "Comedy", "Sci-Fi", "Documentary", "Romance"], [genreCurrent, genrePrev])
+genreCurrent = Series("This Month", [92, 87, 74, 81, 63, 58])
+genrePrev = Series("Last Month", [85, 82, 71, 76, 60, 62])
+growthSection = SectionItem("growth", "📈 Growth & Revenue", [subsChart, revenueChart, deviceChart])
+subsChart = BarChart(["Jan", "Feb", "Mar", "Apr", "May", "Jun"], [newSubsSeries, cancelSeries], "grouped", "Month", "Count (K)")
+newSubsSeries = Series("New Subscribers", [124, 131, 118, 142, 156, 163])
+cancelSeries = Series("Cancellations", [43, 38, 51, 44, 39, 35])
+revenueChart = PieChart(["Premium", "Standard", "Basic", "Ad-Supported"], [42, 31, 15, 12], "donut")
+deviceChart = PieChart(["Smart TV", "Mobile", "Web Browser", "Tablet", "Console"], [38, 29, 18, 9, 6], "pie")
+pipelineSection = SectionItem("pipeline", "🗓️ Content Pipeline & Licensing", [releasesList, licensesCallout])
+releasesList = ListBlock([rel1, rel2, rel3, rel4, rel5], "number")
+rel1 = ListItem("The Last Signal: Series Finale", "Drama • July 28 • High anticipation score")
+rel2 = ListItem("Neon Nights Season 3", "Thriller • July 21 • Trailer views: 4.2M")
+rel3 = ListItem("Beyond the Stars", "Sci-Fi Film • July 15 • Festival award winner")
+rel4 = ListItem("Comedy Hour: Live Special", "Comedy • July 12 • Live event")
+rel5 = ListItem("The Garden Season 2", "Drama • July 8 • Returning hit")
+licensesCallout = Callout("warning", "3 Licenses Expiring Within 30 Days", "Echoes of War (Jul 18) • Cold Case Files (Jul 22) • The Bridge (Aug 2). Renewal negotiations in progress for all three.")
+regionalSection = SectionItem("regional", "🌍 Regional Delivery & Focus", [regionTable, regionForm])
+regionTable = Table([regionCol, statusCol, latencyCol, uptimeCol, regionViewers])
+regionCol = Col("Region", ["North America", "Europe", "Asia-Pacific", "Latin America", "Middle East & Africa"])
+statusCol = Col("Status", ["🟢 Healthy", "🟢 Healthy", "🟡 Degraded", "🟢 Healthy", "🟢 Healthy"])
+latencyCol = Col("Avg Latency", ["42ms", "38ms", "87ms", "51ms", "63ms"])
+uptimeCol = Col("Uptime (30d)", ["99.97%", "99.95%", "99.82%", "99.91%", "99.89%"])
+regionViewers = Col("Live Viewers", ["1.2M", "890K", "540K", "310K", "97K"])
+regionForm = Form("region-focus", regionButtons, [regionSelectField])
+regionSelectField = FormControl("Focus on a Region", regionSelect, "Drill into region-specific delivery metrics and CDN performance")
+regionSelect = Select("region", [regNA, regEU, regAPAC, regLATAM, regMEA], "Choose a region…")
+regNA = SelectItem("na", "North America")
+regEU = SelectItem("eu", "Europe")
+regAPAC = SelectItem("apac", "Asia-Pacific")
+regLATAM = SelectItem("latam", "Latin America")
+regMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([regionDrillBtn])
+regionDrillBtn = Button("Drill Down", null, "primary")
+platformSection = SectionItem("platform", "⚙️ Platform Controls", [flagsTable, promoteForm])
+flagsTable = Table([flagName, flagDesc, flagStatus])
+flagName = Col("Feature Flag", ["Adaptive Bitrate V2", "Personalized Thumbnails", "Live Chat (Beta)", "Download & Go", "New Rec Engine V3"])
+flagDesc = Col("Description", ["Next-gen ABR algorithm for smoother playback", "AI-generated thumbnails tailored per user", "Real-time chat during live events", "Optimized offline download pipeline", "ML model v3 for content recommendations"])
+flagStatus = Col("State", ["🟢 Enabled", "🟢 Enabled", "🔴 Disabled", "🟢 Enabled", "🔴 Disabled"])
+promoteForm = Form("promote-title", promoteButtons, [titleField, positionField, durationField])
+titleField = FormControl("Title to Promote", titleInput, "Enter the exact title name or content ID")
+titleInput = Input("title_name", "e.g. The Last Signal: Series Finale")
+positionField = FormControl("Home Screen Placement", positionSelect)
+positionSelect = Select("position", [posHero, posRow1, posRow2], "Select banner placement")
+posHero = SelectItem("hero", "Hero Banner (Top of Home)")
+posRow1 = SelectItem("row1", "Trending Row — Position 1")
+posRow2 = SelectItem("row2", "New Releases Row — Position 1")
+durationField = FormControl("Feature Duration", durationSelect)
+durationSelect = Select("duration", [dur24, dur48, dur72, durWeek], "How long to keep it featured")
+dur24 = SelectItem("24h", "24 Hours")
+dur48 = SelectItem("48h", "48 Hours")
+dur72 = SelectItem("72h", "72 Hours")
+durWeek = SelectItem("7d", "1 Week")
+promoteButtons = Buttons([promoteBtn, previewBtn])
+promoteBtn = Button("Promote Now", null, "primary")
+previewBtn = Button("Preview Placement", null, "secondary")
+followUps = FollowUpBlock([fu1, fu2, fu3])
+fu1 = FollowUpItem("Show buffering breakdown by CDN edge location")
+fu2 = FollowUpItem("Compare watch time to same period last year")
+fu3 = FollowUpItem("Which expiring licenses have the highest viewer impact?")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r1.txt
new file mode 100644
index 000000000..13c58a684
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r1.txt
@@ -0,0 +1,90 @@
+root = Card([header, mainTabs])
+header = CardHeader("University Administration Dashboard", "Fall 2025 Semester Overview")
+mainTabs = Tabs([dashTab, programsTab, peopleTab, opsTab, actionsTab])
+dashTab = TabItem("dashboard", "Dashboard", [kpiTable, enrollTrend, scholarshipProgress, semesterCompare])
+kpiTable = Table([kpiLabel, kpiValue, kpiChange])
+kpiLabel = Col("Metric", ["Total Enrollment", "Acceptance Rate", "Tuition Revenue (FY25)", "Scholarship Budget Used", "Housing Occupancy"])
+kpiValue = Col("Value", ["12,450", "34%", "$84.2M", "$12.4M / $16.0M", "92%"])
+kpiChange = Col("YoY Change", ["+1.2%", "−2.1%", "+4.8%", "+6.3%", "+3.5%"])
+enrollTrend = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Total Enrollment", [11200, 11800, 12100, 12300, 12450])
+scholarshipProgress = Progress(77.5, "Scholarship Budget — $12.4M of $16.0M allocated (77.5%)")
+semesterCompare = BarChart(["Enrollment", "Credit Hours", "Sections", "Avg Class Size"], [thisSem, lastSem], "grouped", "Metric", "Count")
+thisSem = Series("Fall 2025", [12450, 89200, 620, 28])
+lastSem = Series("Spring 2025", [12300, 87500, 605, 27])
+programsTab = TabItem("programs", "Programs", [appsChart, waitlistTable, courseFullness])
+appsChart = HorizontalBarChart(["Computer Science", "Business Admin", "Engineering", "Nursing", "Psychology", "Biology"], [appsSeries], "grouped", "Program", "Applications")
+appsSeries = Series("Applications Received", [2400, 1900, 1600, 1200, 980, 850])
+waitlistTable = Table([wlProgram, wlCount, wlSeats])
+wlProgram = Col("Program", ["Computer Science", "Nursing", "Engineering", "Business Admin", "Psychology"])
+wlCount = Col("Waitlisted", [145, 98, 72, 64, 38])
+wlSeats = Col("Seats Remaining", [0, 0, 12, 8, 22])
+courseFullness = HorizontalBarChart(["CS 101", "NUR 110", "BUS 200", "MATH 220", "ENG 301", "PSY 205", "BIO 150", "HIST 101"], [fullSeries], "grouped", "Course", "% Full")
+fullSeries = Series("Capacity Used %", [100, 100, 95, 91, 88, 82, 76, 68])
+peopleTab = TabItem("people", "Faculty & Students", [teachLoad, riskAlert, riskTable, housingProgress])
+teachLoad = Table([facName, facDept, facCredits, facSections])
+facName = Col("Faculty Member", ["Dr. Chen", "Dr. Patel", "Dr. Okafor", "Dr. Martinez", "Dr. Kim", "Dr. Johnson"])
+facDept = Col("Department", ["Computer Science", "Biology", "Engineering", "Business", "Psychology", "Nursing"])
+facCredits = Col("Credit Hours", [12, 9, 12, 9, 12, 6])
+facSections = Col("Sections", [4, 3, 4, 3, 4, 2])
+riskAlert = Alert("Academic Risk", "47 students are currently flagged as at-risk (GPA below 2.0 or insufficient credit progress)", "warning")
+riskTable = Table([riskName, riskGPA, riskStatus])
+riskName = Col("Student", ["A. Thompson", "J. Rivera", "M. Nguyen", "K. Williams", "S. Patel"])
+riskGPA = Col("GPA", ["1.42", "1.68", "1.75", "1.81", "1.93"])
+riskStatus = Col("Status", ["Probation", "Probation", "Warning", "Warning", "Warning"])
+housingProgress = Progress(92, "Housing Occupancy — 4,600 of 5,000 beds filled")
+opsTab = TabItem("operations", "Operations", [eventsList, alumniChart])
+eventsList = ListBlock([ev1, ev2, ev3, ev4, ev5], "number")
+ev1 = ListItem("Homecoming Weekend", "Oct 12–14 · Main Campus Quad")
+ev2 = ListItem("Undergraduate Research Symposium", "Oct 18 · Science Center")
+ev3 = ListItem("Fall Career Fair", "Oct 22 · Student Union Ballroom")
+ev4 = ListItem("Guest Lecture: Ethics in AI", "Oct 25 · Auditorium A")
+ev5 = ListItem("Fall Concert Series", "Oct 28 · Outdoor Amphitheater")
+alumniChart = BarChart(["2022", "2023", "2024", "2025"], [alumniSeries], "grouped", "Year", "Donations ($M)")
+alumniSeries = Series("Alumni Giving", [8.2, 9.1, 10.4, 11.8])
+actionsTab = TabItem("actions", "Actions", [deptFocus, approveCourse, sendMessage])
+deptFocus = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Select Department", deptSelect, "Choose a department to view detailed metrics and reports")
+deptSelect = Select("department", [deptCS, deptBus, deptEng, deptNur, deptPsy, deptBio], "Choose a department")
+deptCS = SelectItem("cs", "Computer Science")
+deptBus = SelectItem("business", "Business Administration")
+deptEng = SelectItem("engineering", "Engineering")
+deptNur = SelectItem("nursing", "Nursing")
+deptPsy = SelectItem("psychology", "Psychology")
+deptBio = SelectItem("biology", "Biology")
+deptButtons = Buttons([deptGoBtn])
+deptGoBtn = Button("View Department Dashboard", null, "primary")
+approveCourse = DialogBlock("Approve New Course", "New Course Approval", "Submit a course proposal for committee review and approval", [courseForm])
+courseForm = Form("new-course", courseButtons, [courseName, courseDept, courseCredits, courseDesc])
+courseName = FormControl("Course Title", courseNameInput)
+courseNameInput = Input("course_title", "e.g. Introduction to Machine Learning")
+courseDept = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("course_dept", [cdCS, cdBus, cdEng, cdNur], "Select department")
+cdCS = SelectItem("cs", "Computer Science")
+cdBus = SelectItem("business", "Business Administration")
+cdEng = SelectItem("engineering", "Engineering")
+cdNur = SelectItem("nursing", "Nursing")
+courseCredits = FormControl("Credit Hours", courseCreditsSlider)
+courseCreditsSlider = Slider("credits", "discrete", 1, 6, 1, [3])
+courseDesc = FormControl("Course Description", courseDescArea)
+courseDescArea = TextArea("description", "Brief description of course content, prerequisites, and learning objectives", 4)
+courseButtons = Buttons([courseSubmitBtn, courseCancelBtn])
+courseSubmitBtn = Button("Submit for Approval", null, "primary")
+courseCancelBtn = Button("Cancel", null, "tertiary")
+sendMessage = DialogBlock("Message Student Group", "Send Message to Student Group", "Compose and send an announcement to a selected student group", [msgForm])
+msgForm = Form("send-message", msgButtons, [msgGroup, msgSubject, msgBody])
+msgGroup = FormControl("Student Group", msgGroupSelect)
+msgGroupSelect = Select("group", [grpAll, grpFresh, grpSoph, grpJunior, grpSenior, grpRisk], "Select target group")
+grpAll = SelectItem("all", "All Students")
+grpFresh = SelectItem("freshmen", "Freshmen")
+grpSoph = SelectItem("sophomores", "Sophomores")
+grpJunior = SelectItem("juniors", "Juniors")
+grpSenior = SelectItem("seniors", "Seniors")
+grpRisk = SelectItem("at-risk", "At-Risk Students")
+msgSubject = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Spring Registration Reminder")
+msgBody = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("message", "Type your message here...", 5)
+msgButtons = Buttons([msgSendBtn, msgCancelBtn])
+msgSendBtn = Button("Send Message", null, "primary")
+msgCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r2.txt
new file mode 100644
index 000000000..953a859e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r2.txt
@@ -0,0 +1,130 @@
+root = Card([header, tabs])
+header = CardHeader("University Administration Dashboard", "Fall 2024 Semester Overview")
+tabs = Tabs([tabOverview, tabPrograms, tabPeople, tabCampus, tabActions])
+
+tabOverview = TabItem("overview", "Overview", [enrollSection, acceptSection, tuitionSection, semCompareSection])
+enrollSection = Card([enrollHeader, enrollChart], "sunk")
+enrollHeader = CardHeader("Total Enrollment", "5-Year Trend")
+enrollChart = AreaChart(["2020", "2021", "2022", "2023", "2024"], [enrollSeries], "natural", "Year", "Students")
+enrollSeries = Series("Enrollment", [14200, 13850, 14600, 15100, 15480])
+acceptSection = Card([acceptHeader, acceptProgress, acceptNote], "sunk")
+acceptHeader = CardHeader("Acceptance Rate", "Fall 2024 Admissions Cycle")
+acceptProgress = Progress(34, "34% Acceptance Rate")
+acceptNote = TextContent("12,847 applications received · 4,368 offers extended · 2,105 enrolled", "small")
+tuitionSection = Card([tuitionHeader, tuitionKPI], "sunk")
+tuitionHeader = CardHeader("Tuition Revenue", "Academic Year 2024–25")
+tuitionKPI = Table([tuitionCol1, tuitionCol2])
+tuitionCol1 = Col("Category", ["Undergraduate", "Graduate", "Professional", "Total"])
+tuitionCol2 = Col("Revenue", ["$98.2M", "$41.7M", "$22.4M", "$162.3M"])
+semCompareSection = Card([semHeader, semChart], "sunk")
+semHeader = CardHeader("Semester Comparison", "Fall 2024 vs Fall 2023")
+semChart = BarChart(["Enrollment", "Retention", "Avg GPA", "Credit Hours"], [semCurrent, semPrevious], "grouped", "Metric", "Value")
+semCurrent = Series("Fall 2024", [15480, 91, 3.21, 182400])
+semPrevious = Series("Fall 2023", [15100, 89, 3.18, 178200])
+
+tabPrograms = TabItem("programs", "Programs & Courses", [appsSection, courseFullSection, waitlistSection])
+appsSection = Card([appsHeader, appsChart], "sunk")
+appsHeader = CardHeader("Applications by Program", "Fall 2024")
+appsChart = HorizontalBarChart(["Engineering", "Business", "Nursing", "Comp Science", "Biology", "Psychology", "Education", "Arts"], [appsSeries], "grouped", "Applications")
+appsSeries = Series("Applications", [3420, 2890, 2150, 2780, 1640, 1520, 980, 1467])
+courseFullSection = Card([courseHeader, courseTable], "sunk")
+courseHeader = CardHeader("Course Offering Capacity", "Current Semester")
+courseTable = Table([courseCol1, courseCol2, courseCol3])
+courseCol1 = Col("Course", ["CS 301", "BIO 210", "ENG 102", "MATH 240", "NUR 350", "BUS 410"])
+courseCol2 = Col("Capacity", [120, 90, 150, 80, 60, 45])
+courseCol3 = Col("Enrolled", [118, 87, 142, 74, 60, 38])
+waitlistSection = Card([waitHeader, waitChart], "sunk")
+waitHeader = CardHeader("Waitlisted Students by Program", "Current Semester")
+waitChart = HorizontalBarChart(["Nursing", "Comp Science", "Engineering", "Business", "Biology", "Psychology"], [waitSeries], "grouped", "Waitlisted")
+waitSeries = Series("Waitlisted", [84, 67, 52, 38, 29, 14])
+
+tabPeople = TabItem("people", "Faculty & Students", [loadSection, riskSection, scholarshipSection])
+loadSection = Card([loadHeader, loadChart], "sunk")
+loadHeader = CardHeader("Teaching Load by Faculty", "Credit Hours This Semester")
+loadChart = BarChart(["Dr. Chen", "Dr. Patel", "Dr. Okafor", "Dr. Reyes", "Dr. Kim", "Dr. Müller", "Dr. Santos", "Dr. Novak"], [loadSeries], "grouped", "Faculty", "Credit Hours")
+loadSeries = Series("Credit Hours", [12, 9, 12, 15, 9, 12, 6, 12])
+riskSection = Card([riskHeader, riskAlert, riskTable], "sunk")
+riskHeader = CardHeader("Students at Academic Risk", "GPA Below 2.0 or Probation")
+riskAlert = Alert("Action Required", "247 students flagged for academic intervention this semester", "warning")
+riskTable = Table([riskCol1, riskCol2, riskCol3])
+riskCol1 = Col("Category", ["GPA < 1.5", "GPA 1.5–2.0", "On Probation", "Total"])
+riskCol2 = Col("Students", [38, 124, 85, 247])
+riskCol3 = Col("Change vs Last Sem", ["+6", "+12", "-3", "+15"])
+scholarshipSection = Card([schHeader, schProgress, schNote], "sunk")
+schHeader = CardHeader("Scholarship Budget Utilization", "Academic Year 2024–25")
+schProgress = Progress(72, "72% of $18.5M Budget Used")
+schNote = TextContent("$13.3M disbursed · $5.2M remaining · 1,842 recipients", "small")
+
+tabCampus = TabItem("campus", "Campus Life", [housingSection, eventsSection, alumniSection])
+housingSection = Card([housingHeader, housingChart], "sunk")
+housingHeader = CardHeader("Housing Occupancy", "All Residence Halls")
+housingChart = RadialChart(["North Hall", "South Hall", "East Tower", "West Commons", "Graduate Housing"], [94, 88, 97, 91, 82])
+eventsSection = Card([eventsHeader, eventsList], "sunk")
+eventsHeader = CardHeader("Campus Events", "October 2024")
+eventsList = ListBlock([ev1, ev2, ev3, ev4, ev5, ev6])
+ev1 = ListItem("Homecoming Weekend", "Oct 4–6 · Main Quad & Stadium")
+ev2 = ListItem("Research Symposium", "Oct 11 · Science Center Atrium")
+ev3 = ListItem("Career Fair", "Oct 15–16 · Student Union Ballroom")
+ev4 = ListItem("Fall Concert Series", "Oct 19 · Amphitheater")
+ev5 = ListItem("Founders' Day Lecture", "Oct 23 · Grand Auditorium")
+ev6 = ListItem("Halloween Community Night", "Oct 31 · Campus Green")
+alumniSection = Card([alumniHeader, alumniChart], "sunk")
+alumniHeader = CardHeader("Alumni Giving", "Past Four Fiscal Years")
+alumniChart = BarChart(["FY 2021", "FY 2022", "FY 2023", "FY 2024"], [alumniSeries], "grouped", "Fiscal Year", "USD (Millions)")
+alumniSeries = Series("Gifts Received", [8.2, 9.7, 11.4, 13.1])
+
+tabActions = TabItem("actions", "Actions", [deptSection, approveSection, messageSection])
+deptSection = Card([deptHeader, deptForm], "sunk")
+deptHeader = CardHeader("Focus on a Department", "Select a department to drill into detailed metrics")
+deptForm = Form("dept-focus", deptButtons, [deptField])
+deptField = FormControl("Department", deptSelect, "Choose a department to view its dashboard")
+deptSelect = Select("department", [deptEng, deptBus, deptNur, deptCS, deptBio, deptPsy, deptEdu, deptArt], "Select department")
+deptEng = SelectItem("engineering", "Engineering")
+deptBus = SelectItem("business", "Business Administration")
+deptNur = SelectItem("nursing", "Nursing")
+deptCS = SelectItem("compsci", "Computer Science")
+deptBio = SelectItem("biology", "Biology")
+deptPsy = SelectItem("psychology", "Psychology")
+deptEdu = SelectItem("education", "Education")
+deptArt = SelectItem("arts", "Arts & Humanities")
+deptButtons = Buttons([deptGoBtn])
+deptGoBtn = Button("View Department Dashboard", null, "primary")
+approveSection = Card([approveHeader, approveDialog], "sunk")
+approveHeader = CardHeader("Course Approval", "Submit a new course for committee review")
+approveDialog = DialogBlock("Approve New Course", "New Course Proposal", "Fill out the course details for academic committee review.", [approveForm])
+approveForm = Form("course-approval", approveButtons, [courseTitleField, courseDeptField, courseCreditsField, courseDescField])
+courseTitleField = FormControl("Course Title", courseTitleInput)
+courseTitleInput = Input("course_title", "e.g. Introduction to Machine Learning")
+courseDeptField = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("course_dept", [cd1, cd2, cd3, cd4, cd5], "Select department")
+cd1 = SelectItem("cs", "Computer Science")
+cd2 = SelectItem("eng", "Engineering")
+cd3 = SelectItem("bus", "Business")
+cd4 = SelectItem("bio", "Biology")
+cd5 = SelectItem("math", "Mathematics")
+courseCreditsField = FormControl("Credit Hours", courseCreditsSlider)
+courseCreditsSlider = Slider("credits", "discrete", 1, 6, 1, [3])
+courseDescField = FormControl("Course Description", courseDescArea)
+courseDescArea = TextArea("description", "Brief description of course content and learning objectives", 4)
+approveButtons = Buttons([approveSubmitBtn, approveCancelBtn])
+approveSubmitBtn = Button("Submit for Review", null, "primary")
+approveCancelBtn = Button("Cancel", null, "tertiary")
+messageSection = Card([msgHeader, msgDialog], "sunk")
+msgHeader = CardHeader("Message Student Group", "Send an announcement to a selected cohort")
+msgDialog = DialogBlock("Send Message", "Compose Message", "Send a notification to a student group.", [msgForm])
+msgForm = Form("student-message", msgButtons, [msgGroupField, msgSubjectField, msgBodyField])
+msgGroupField = FormControl("Student Group", msgGroupSelect)
+msgGroupSelect = Select("group", [g1, g2, g3, g4, g5, g6], "Select group")
+g1 = SelectItem("all", "All Students")
+g2 = SelectItem("freshmen", "Incoming Freshmen")
+g3 = SelectItem("seniors", "Seniors")
+g4 = SelectItem("grad", "Graduate Students")
+g5 = SelectItem("intl", "International Students")
+g6 = SelectItem("probation", "Students on Probation")
+msgSubjectField = FormControl("Subject", msgSubjectInput)
+msgSubjectInput = Input("subject", "e.g. Registration Deadline Reminder")
+msgBodyField = FormControl("Message", msgBodyArea)
+msgBodyArea = TextArea("body", "Write your message here...", 5)
+msgButtons = Buttons([msgSendBtn, msgCancelBtn])
+msgSendBtn = Button("Send Message", null, "primary")
+msgCancelBtn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r3.txt
new file mode 100644
index 000000000..33bd051b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r3.txt
@@ -0,0 +1,102 @@
+
+
+root = Card([header, summaryTable, riskAlert, enrollmentHeader, enrollmentText, enrollmentTrend, applicationsHeader, applicationsChart, acceptanceHeader, acceptanceProgress, tuitionHeader, tuitionText, courseHeader, courseTable, teachingHeader, teachingChart, riskHeader, riskTable, scholarshipHeader, scholarshipProgress, housingHeader, housingProgress, eventsHeader, eventsList, alumniHeader, alumniChart, departmentHeader, departmentForm, semesterHeader, semesterTable, waitlistHeader, waitlistTable, courseApprovalHeader, courseForm, messageHeader, messageForm, followUps], "card", "column", "l")
+header = CardHeader("University Administrator Overview", "Single-screen view of enrollment, finances, academics, housing, events, and administrative actions")
+summaryTable = Table([summaryMetric, summaryValue, summaryStatus])
+summaryMetric = Col("Metric", ["Total enrollment", "Acceptance rate", "Tuition revenue", "Scholarship budget used", "Housing occupancy", "Students at academic risk"])
+summaryValue = Col("Current", ["24,831", "41%", "$186.4M", "62%", "88%", "142"])
+summaryStatus = Col("Status", ["Up 4.2% year over year", "Within target range", "5.1% above budget", "$7.44M of $12.0M", "5,456 of 6,200 beds", "Needs advising intervention"])
+riskAlert = Alert("Academic risk", "142 students are flagged for academic risk; 38 require immediate advising outreach", "warning")
+enrollmentHeader = CardHeader("1. Total enrollment", "Five-year enrollment movement")
+enrollmentText = TextContent("Total enrollment is 24,831 this year, up 4.2% from last year and 12.6% over five years.", "large-heavy")
+enrollmentTrend = LineChart(["2021", "2022", "2023", "2024", "2025"], [enrollmentSeries], "natural", "Year", "Students")
+enrollmentSeries = Series("Total enrollment", [22050, 22640, 23310, 23825, 24831])
+applicationsHeader = CardHeader("2. Applications by program", "Current admissions cycle")
+applicationsChart = HorizontalBarChart(applicationLabels, [applicationSeries], "grouped", "Program", "Applications")
+applicationLabels = ["Business", "Engineering", "Computer Science", "Nursing", "Biology", "Psychology"]
+applicationSeries = Series("Applications", [4820, 4310, 3890, 2980, 2710, 2460])
+acceptanceHeader = CardHeader("3. Acceptance rate", "Overall undergraduate admissions")
+acceptanceProgress = Progress(41, "Acceptance rate: 41%")
+tuitionHeader = CardHeader("4. Tuition revenue", "Current fiscal year")
+tuitionText = TextContent("Tuition revenue this year is $186.4M, tracking 5.1% above budget and 3.8% above last year.", "large-heavy")
+courseHeader = CardHeader("5. Course offering fullness", "Capacity utilization for high-demand courses")
+courseTable = Table([courseName, courseEnrolled, courseCapacity, courseFullness])
+courseName = Col("Course", ["CS 101", "BIO 210", "BUS 330", "NUR 405", "PSY 110"])
+courseEnrolled = Col("Enrolled", [186, 122, 96, 88, 214], "number")
+courseCapacity = Col("Capacity", [200, 140, 120, 90, 240], "number")
+courseFullness = Col("Fullness", ["93%", "87%", "80%", "98%", "89%"])
+teachingHeader = CardHeader("6. Teaching load by faculty member", "Credit hours assigned this semester")
+teachingChart = HorizontalBarChart(facultyLabels, [teachingSeries], "grouped", "Faculty member", "Credit hours")
+facultyLabels = ["Dr. Alvarez", "Dr. Chen", "Dr. Okafor", "Dr. Patel", "Dr. Nguyen"]
+teachingSeries = Series("Teaching load", [12, 9, 12, 6, 10])
+riskHeader = CardHeader("7. Students at academic risk", "Highest-priority students flagged this week")
+riskTable = Table([riskStudent, riskProgram, riskGpa, riskReason])
+riskStudent = Col("Student", ["J. Ramos", "T. Kim", "A. Baker", "M. Hussain", "L. Costa"])
+riskProgram = Col("Program", ["Biology", "Engineering", "Psychology", "Computer Science", "Business"])
+riskGpa = Col("GPA", [1.82, 1.91, 1.76, 1.88, 1.95], "number")
+riskReason = Col("Primary reason", ["Missed midterms", "Attendance below 70%", "Incomplete assignments", "Failed prerequisite", "Advising hold"])
+scholarshipHeader = CardHeader("8. Scholarship budget used against total", "Annual financial aid budget tracking")
+scholarshipProgress = Progress(62, "$7.44M used of $12.0M total scholarship budget")
+housingHeader = CardHeader("9. Housing occupancy", "On-campus residence utilization")
+housingProgress = Progress(88, "5,456 of 6,200 beds occupied")
+eventsHeader = CardHeader("10. Campus events this month", "Major scheduled events")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Spring Career Fair", "Mar 12 - Student Center - 90 employers")
+eventTwo = ListItem("Research Symposium", "Mar 18 - Science Hall - 240 presenters")
+eventThree = ListItem("International Culture Night", "Mar 21 - Main Quad - 1,200 expected")
+eventFour = ListItem("Admitted Student Open House", "Mar 27 - Campus-wide - 1,800 RSVPs")
+alumniHeader = CardHeader("11. Alumni giving", "Past four years")
+alumniChart = BarChart(["2022", "2023", "2024", "2025"], [alumniSeries], "grouped", "Year", "Giving ($M)")
+alumniSeries = Series("Alumni giving", [18.2, 20.5, 22.1, 24.8])
+departmentHeader = CardHeader("12. Focus on one department", "Filter the overview to a selected department")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentButtons = Buttons([departmentFocusButton], "row")
+departmentFocusButton = Button("Focus department", null, "primary")
+departmentField = FormControl("Department", departmentSelect, "Applies department filters to enrollment, courses, risk, and waitlist views")
+departmentSelect = Select("department", [departmentBusiness, departmentEngineering, departmentComputerScience, departmentNursing, departmentPsychology], "Choose a department")
+departmentBusiness = SelectItem("business", "Business")
+departmentEngineering = SelectItem("engineering", "Engineering")
+departmentComputerScience = SelectItem("computer-science", "Computer Science")
+departmentNursing = SelectItem("nursing", "Nursing")
+departmentPsychology = SelectItem("psychology", "Psychology")
+semesterHeader = CardHeader("13. This semester compared with last", "Term-over-term performance")
+semesterTable = Table([semesterMetric, semesterLast, semesterCurrent, semesterChange])
+semesterMetric = Col("Metric", ["Enrollment", "Retention", "Average class size", "Course fill rate", "Waitlisted students"])
+semesterLast = Col("Last semester", ["24,102", "91.2%", "28", "84%", "379"])
+semesterCurrent = Col("This semester", ["24,831", "92.0%", "27", "88%", "418"])
+semesterChange = Col("Change", ["+729", "+0.8 pts", "-1", "+4 pts", "+39"])
+waitlistHeader = CardHeader("14. Waitlisted students per program", "Current waitlist counts")
+waitlistTable = Table([waitlistProgram, waitlistCount, waitlistChange])
+waitlistProgram = Col("Program", ["Computer Science", "Nursing", "Engineering", "Business", "Psychology"])
+waitlistCount = Col("Waitlisted", [112, 96, 84, 71, 55], "number")
+waitlistChange = Col("Change vs last term", ["+18", "+22", "-6", "+4", "+1"])
+courseApprovalHeader = CardHeader("15. Approve a new course", "Review and approve a proposed course")
+courseForm = Form("course-approval", courseButtons, [courseTitleField, courseDepartmentField, courseCreditsField, courseDescriptionField])
+courseButtons = Buttons([courseApproveButton, courseCancelButton], "row")
+courseApproveButton = Button("Approve course", null, "primary")
+courseCancelButton = Button("Cancel", null, "tertiary")
+courseTitleField = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("course_title", "Data Ethics", "text")
+courseDepartmentField = FormControl("Department", courseDepartmentSelect)
+courseDepartmentSelect = Select("course_department", [courseDeptBusiness, courseDeptComputerScience, courseDeptNursing], "Select department")
+courseDeptBusiness = SelectItem("business", "Business")
+courseDeptComputerScience = SelectItem("computer-science", "Computer Science")
+courseDeptNursing = SelectItem("nursing", "Nursing")
+courseCreditsField = FormControl("Credit hours", courseCreditsInput, "Enter the number of credit hours")
+courseCreditsInput = Input("credit_hours", "3", "number")
+courseDescriptionField = FormControl("Course description", courseDescriptionArea)
+courseDescriptionArea = TextArea("course_description", "Learning outcomes, prerequisites, and assessment plan", 4)
+messageHeader = CardHeader("16. Message a student group", "Send an announcement to a selected group")
+messageForm = Form("student-message", messageButtons, [messageGroupField, messageSubjectField, messageBodyField])
+messageButtons = Buttons([messageSendButton, messageCancelButton], "row")
+messageSendButton = Button("Send message", null, "primary")
+messageCancelButton = Button("Cancel", null, "tertiary")
+messageGroupField = FormControl("Student group", messageGroupSelect)
+messageGroupSelect = Select("student_group", [groupAllStudents, groupFirstYears, groupInternationalStudents, groupHonorsProgram, groupStudentAthletes], "Choose a student group")
+groupAllStudents = SelectItem("all-students", "All students")
+groupFirstYears = SelectItem("first-years", "First-year students")
+groupInternationalStudents = SelectItem("international-students", "International students")
+groupHonorsProgram = SelectItem("honors-program", "Honors program")
+groupStudentAthletes = SelectItem("student-athletes", "Student athletes")
+messageSubjectField = FormControl("Subject", messageSubjectInput)
+messageSubjectInput = Input("subject", "Registration reminder", "text")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r4.txt
new file mode 100644
index 000000000..aa77372ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/openui__b5-university__r4.txt
@@ -0,0 +1,99 @@
+
+
+root = Card([header, enrollmentHeading, enrollmentSummary, enrollmentTrend, applicationsHeading, applicationsChart, acceptanceHeading, acceptanceProgress, tuitionHeading, tuitionAlert, courseHeading, courseTable, teachingHeading, teachingChart, riskHeading, riskTable, scholarshipHeading, scholarshipProgress, housingHeading, housingProgress, eventsHeading, eventsList, alumniHeading, alumniChart, semesterHeading, semesterTable, waitlistHeading, waitlistChart, departmentHeading, departmentForm, courseApprovalHeading, courseApprovalForm, messageHeading, messageForm])
+header = CardHeader("University Administrator Overview", "Spring 2026 snapshot across enrollment, academics, finance, housing, and actions")
+enrollmentHeading = Heading("1. Total enrollment trend", "h3")
+enrollmentSummary = TextContent("Total enrollment is 20,140 in 2025, up 1.8% from 2024.", "default")
+enrollmentTrend = LineChart(enrollmentYears, [enrollmentSeries], "natural", "Year", "Students")
+enrollmentYears = ["2021", "2022", "2023", "2024", "2025"]
+enrollmentSeries = Series("Total enrollment", [18450, 18920, 19310, 19780, 20140])
+applicationsHeading = Heading("2. Applications by program", "h3")
+applicationsChart = HorizontalBarChart(programLabels, [applicationsSeries], "grouped", "Program", "Applications")
+programLabels = ["Computer Science", "Business", "Engineering", "Health Sciences", "Arts & Humanities", "Education"]
+applicationsSeries = Series("Applications", [5450, 4900, 4300, 4050, 2150, 1250])
+acceptanceHeading = Heading("3. Acceptance rate", "h3")
+acceptanceProgress = Progress(62, "Acceptance rate: 62% of 22,100 applicants")
+tuitionHeading = Heading("4. Tuition revenue this year", "h3")
+tuitionAlert = Alert("Tuition revenue this year", "$142.8M, up 5.2% versus last year", "success")
+courseHeading = Heading("5. Course offering capacity", "h3")
+courseTable = Table([courseCol, capacityCol, enrolledCol, fullnessCol])
+courseCol = Col("Course", ["CS 210", "BIO 101", "ECON 201", "NUR 305", "ENG 110"])
+capacityCol = Col("Capacity", [180, 240, 220, 120, 260], "number")
+enrolledCol = Col("Enrolled", [179, 228, 169, 118, 203], "number")
+fullnessCol = Col("Fullness", ["99%", "95%", "77%", "98%", "78%"])
+teachingHeading = Heading("6. Teaching load by faculty member", "h3")
+teachingChart = HorizontalBarChart(facultyLabels, [teachingSeries], "grouped", "Faculty", "Courses")
+facultyLabels = ["Dr. Patel", "Dr. Alvarez", "Dr. Chen", "Dr. Okafor", "Dr. Reyes", "Dr. Novak"]
+teachingSeries = Series("Course assignments", [5, 4, 3, 4, 2, 3])
+riskHeading = Heading("7. Students at academic risk", "h3")
+riskTable = Table([riskStudentCol, riskGpaCol, riskCreditsCol, riskFactorCol])
+riskStudentCol = Col("Student", ["S-1043", "S-2087", "S-1932", "S-2210", "S-1554"])
+riskGpaCol = Col("GPA", [1.92, 1.78, 2.05, 1.88, 2.11], "number")
+riskCreditsCol = Col("Credits completed", [24, 18, 42, 30, 51], "number")
+riskFactorCol = Col("Primary risk", ["Failed core math", "Missing advising hold", "Low midterm grades", "Attendance below 70%", "Financial hold"])
+scholarshipHeading = Heading("8. Scholarship budget usage", "h3")
+scholarshipProgress = Progress(74, "Scholarship budget used: $9.6M of $13.0M")
+housingHeading = Heading("9. Housing occupancy", "h3")
+housingProgress = Progress(91, "Housing occupancy: 8,340 of 9,160 beds")
+eventsHeading = Heading("10. Campus events this month", "h3")
+eventsList = ListBlock([event1, event2, event3, event4])
+event1 = ListItem("Career and Internship Fair", "March 12 - Student Center")
+event2 = ListItem("Research Symposium", "March 18 - Science Complex")
+event3 = ListItem("Spring Concert", "March 22 - Quad")
+event4 = ListItem("Wellness Week", "March 25-29 - Campus-wide")
+alumniHeading = Heading("11. Alumni giving over four years", "h3")
+alumniChart = BarChart(alumniYears, [alumniSeries], "grouped", "Year", "Giving ($M)")
+alumniYears = ["2022", "2023", "2024", "2025"]
+alumniSeries = Series("Alumni giving", [18.2, 21.5, 24.1, 27.8])
+semesterHeading = Heading("12. This semester compared with last", "h3")
+semesterTable = Table([semesterMetricCol, lastSemesterCol, thisSemesterCol, changeCol])
+semesterMetricCol = Col("Metric", ["Enrollment", "Applications", "Acceptance rate", "Course fill rate", "Waitlisted students", "Tuition revenue"])
+lastSemesterCol = Col("Last semester", ["19,780", "21,400", "63.1%", "86%", "1,120", "$135.7M"])
+thisSemesterCol = Col("This semester", ["20,140", "22,100", "62.0%", "88%", "1,385", "$142.8M"])
+changeCol = Col("Change", ["+360", "+700", "-1.1 pts", "+2 pts", "+265", "+$7.1M"])
+waitlistHeading = Heading("13. Waitlisted students per program", "h3")
+waitlistChart = HorizontalBarChart(programLabels, [waitlistSeries], "grouped", "Program", "Waitlisted")
+waitlistSeries = Series("Waitlisted students", [265, 185, 210, 145, 90, 70])
+departmentHeading = Heading("14. Focus on one department", "h3")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentButtons = Buttons([departmentFocusBtn])
+departmentFocusBtn = Button("Focus department", null, "primary")
+departmentField = FormControl("Department", departmentSelect, "Choose a department to filter the overview")
+departmentSelect = Select("department", [deptCS, deptBusiness, deptEngineering, deptHealth, deptArts, deptEducation], "Select department")
+deptCS = SelectItem("computer_science", "Computer Science")
+deptBusiness = SelectItem("business", "Business")
+deptEngineering = SelectItem("engineering", "Engineering")
+deptHealth = SelectItem("health_sciences", "Health Sciences")
+deptArts = SelectItem("arts_humanities", "Arts & Humanities")
+deptEducation = SelectItem("education", "Education")
+courseApprovalHeading = Heading("15. Approve a new course", "h3")
+courseApprovalForm = Form("new-course-approval", courseApprovalButtons, [courseCodeField, courseTitleField, courseDeptField, courseCreditsField, courseSeatsField])
+courseApprovalButtons = Buttons([approveCourseBtn, denyCourseBtn])
+approveCourseBtn = Button("Approve course", null, "primary")
+denyCourseBtn = Button("Deny", null, "secondary", "destructive")
+courseCodeField = FormControl("Course code", courseCodeInput)
+courseCodeInput = Input("course_code", "CS 310")
+courseTitleField = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("course_title", "Applied Machine Learning")
+courseDeptField = FormControl("Department", courseDeptSelect)
+courseDeptSelect = Select("course_department", [deptCS, deptBusiness, deptEngineering, deptHealth, deptArts, deptEducation], "Select department")
+courseCreditsField = FormControl("Credit hours", courseCreditsInput)
+courseCreditsInput = Input("credit_hours", "3", "number")
+courseSeatsField = FormControl("Seat capacity", courseSeatsInput)
+courseSeatsInput = Input("seat_capacity", "120", "number")
+messageHeading = Heading("16. Send a message to a student group", "h3")
+messageForm = Form("student-group-message", messageButtons, [groupField, subjectField, messageField])
+messageButtons = Buttons([sendMessageBtn])
+sendMessageBtn = Button("Send message", null, "primary")
+groupField = FormControl("Student group", groupSelect)
+groupSelect = Select("student_group", [groupAll, groupFirstYear, groupSeniors, groupHonors, groupAthletes, groupInternational], "Select student group")
+groupAll = SelectItem("all_students", "All students")
+groupFirstYear = SelectItem("first_year", "First-year students")
+groupSeniors = SelectItem("seniors", "Seniors")
+groupHonors = SelectItem("honors", "Honors program")
+groupAthletes = SelectItem("student_athletes", "Student athletes")
+groupInternational = SelectItem("international", "International students")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Registration reminder")
+messageField = FormControl("Message", messageTextArea)
+messageTextArea = TextArea("message", "Write the message to send", 5)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/qwen/truncated.json b/benchmarks/openui-bench/raw/qwen/truncated.json
new file mode 100644
index 000000000..a7386f2ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/qwen/truncated.json
@@ -0,0 +1,4 @@
+[
+ "openui__b4-power__r1",
+ "openui__b5-university__r3"
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..82737bc95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","children":["invoiceHeader","statusBadge","amountLabel","amountDue","dueDate","separator","invoiceDetails","payButtons"],"direction":"column","gap":"m","align":"stretch"},{"id":"invoiceHeader","component":"CardHeader","title":"Invoice #INV-2026-014","subtitle":"From Alex Morgan · Freelance Designer"},{"id":"statusBadge","component":"Badge","text":"Payment due","variant":"secondary"},{"id":"amountLabel","component":"TextContent","text":"Amount due","size":"small-heavy"},{"id":"amountDue","component":"Heading","text":"USD $2,450.00","level":"h1","accessibility":{"label":"Amount due","description":"Two thousand four hundred fifty US dollars"}},{"id":"dueDate","component":"TextCallout","variant":"info","title":"Due date","description":"September 1, 2026"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"invoiceDetails","component":"TextContent","text":"**Bill to:** Acme Studio\n\nWebsite design and development services","size":"default"},{"id":"payButtons","component":"Buttons","buttons":["payNow"],"direction":"column"},{"id":"payNow","component":"Button","label":"Pay $2,450.00 now","action":[{"type":"pay_invoice","invoiceId":"INV-2026-014","amount":2450,"currency":"USD"}],"variant":"primary","size":"large","accessibility":{"label":"Pay invoice now","description":"Pay 2,450 US dollars for invoice INV-2026-014"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..62e378788
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","children":["invoice-header","status","amount-label","amount","currency","divider","due-label","due-date","pay-actions","payment-note"],"variant":"card","direction":"column","gap":"m","align":"stretch"},{"id":"invoice-header","component":"CardHeader","title":"Invoice #INV-2026-0818","subtitle":"Freelance services"},{"id":"status","component":"Badge","text":"Payment due","variant":"secondary"},{"id":"amount-label","component":"TextContent","text":"Amount due","size":"small"},{"id":"amount","component":"Heading","text":"2,450.00","level":"h1"},{"id":"currency","component":"Tag","text":"USD","variant":"info","size":"md"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"due-label","component":"TextContent","text":"Due date","size":"small-heavy"},{"id":"due-date","component":"TextContent","text":"August 31, 2026","size":"large-heavy"},{"id":"pay-actions","component":"Buttons","buttons":["pay-now"],"direction":"column"},{"id":"pay-now","component":"Button","label":"Pay $2,450.00 USD now","variant":"primary","size":"large","action":[{"type":"payInvoice","invoiceId":"INV-2026-0818","amount":2450,"currency":"USD"}],"accessibility":{"label":"Pay invoice now","description":"Pay 2,450 US dollars for invoice INV-2026-0818"}},{"id":"payment-note","component":"TextContent","text":"Secure payment. You’ll receive a receipt after payment.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..2c9fc3746
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","children":["invoice-header","invoice-status","amount-card","due-date","divider","pay-actions"],"direction":"column","gap":"l","variant":"card"},{"id":"invoice-header","component":"CardHeader","title":"Invoice #INV-2026-0818","subtitle":"Freelance services"},{"id":"invoice-status","component":"Badge","text":"Payment due","variant":"secondary"},{"id":"amount-card","component":"Card","children":["amount-label","amount-value","currency-label"],"direction":"column","gap":"xs","variant":"sunk"},{"id":"amount-label","component":"TextContent","text":"Amount due","size":"small-heavy"},{"id":"amount-value","component":"Heading","text":"$2,450.00","level":"h1"},{"id":"currency-label","component":"TextContent","text":"USD — United States Dollar","size":"small"},{"id":"due-date","component":"TextCallout","variant":"info","title":"Due date","description":"September 1, 2026"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"pay-actions","component":"Buttons","buttons":["pay-now"],"direction":"column"},{"id":"pay-now","component":"Button","label":"Pay $2,450.00 now","variant":"primary","size":"large","action":[{"type":"payInvoice","invoiceId":"INV-2026-0818","amount":2450,"currency":"USD"}],"accessibility":{"label":"Pay invoice now","description":"Pay 2,450 United States dollars for invoice INV-2026-0818"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..2511cb4e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","children":["invoice_header","invoice_status","amount_heading","amount_due","due_date","divider","pay_actions"],"direction":"column","gap":"m"},{"id":"invoice_header","component":"CardHeader","title":"Invoice #INV-2026-018","subtitle":"Freelance services"},{"id":"invoice_status","component":"Badge","text":"Payment due","variant":"outline"},{"id":"amount_heading","component":"TextContent","text":"Amount due","size":"small-heavy"},{"id":"amount_due","component":"Heading","text":"USD 2,450.00","level":"h1","accessibility":{"label":"Amount due","description":"Two thousand four hundred fifty US dollars"}},{"id":"due_date","component":"Callout","variant":"info","title":"Due date","description":"September 1, 2026"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"pay_actions","component":"Buttons","buttons":["pay_now"],"direction":"column"},{"id":"pay_now","component":"Button","label":"Pay USD 2,450.00 now","variant":"primary","size":"large","action":[{"type":"payInvoice","invoiceId":"INV-2026-018","amount":2450,"currency":"USD"}],"accessibility":{"label":"Pay now","description":"Pay invoice INV-2026-018 for 2,450 US dollars"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..a75b3a53c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","children":["header","time","divider","attendees-heading","attendees","join"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Next on your calendar","subtitle":"Upcoming meeting"},{"id":"time","component":"TextContent","text":"## Product roadmap sync\n**Starts at 10:30 AM today**","size":"large"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","text":"Attending","level":"h3"},{"id":"attendees","component":"TagBlock","tags":["You","Maya Chen","Jordan Lee","Alex Rivera"]},{"id":"join","component":"Button","label":"Join video call","action":[{"type":"open_url","url":"https://meet.example.com/product-roadmap-sync"}],"variant":"primary","size":"large","accessibility":{"label":"Join video call","description":"Opens the Product roadmap sync video meeting"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..20e303fd2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","children":["header","meeting-title","start-time","separator","attendees-heading","attendees","join-button"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"meeting-title","component":"Heading","text":"Product roadmap sync","level":"h2"},{"id":"start-time","component":"TextContent","text":"**Starts at 10:30 AM today**","size":"large"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","text":"Attending","level":"h3"},{"id":"attendees","component":"TagBlock","tags":["Alex Morgan","Jordan Lee","Priya Shah","You"]},{"id":"join-button","component":"Button","label":"Join video call","variant":"primary","size":"large","action":[{"type":"openUrl","url":"https://meet.google.com/"}],"accessibility":{"label":"Join video call","description":"Opens the meeting video call"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..09703c5fe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","children":["header","status","meeting-title","meeting-time","separator","attendees-heading","attendees","join-actions"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"status","component":"Badge","text":"Starts soon","variant":"secondary"},{"id":"meeting-title","component":"Heading","text":"Weekly Product Sync","level":"h2"},{"id":"meeting-time","component":"TextContent","text":"Today at 10:30 AM","size":"large-heavy"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","text":"Attending","level":"h3"},{"id":"attendees","component":"TagBlock","tags":["You","Maya Chen","Jordan Lee","Sam Rivera"]},{"id":"join-actions","component":"Buttons","buttons":["join-button"],"direction":"row"},{"id":"join-button","component":"Button","label":"Join video call","action":[{"type":"openUrl","url":"https://meet.example.com/product-sync"}],"variant":"primary","size":"large","accessibility":{"label":"Join video call","description":"Opens the video meeting for Weekly Product Sync"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..0d1559446
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","children":["header","status","meeting-title","start-time","divider","attendees-heading","attendees","join-actions"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"status","component":"Badge","text":"Next meeting","variant":"secondary"},{"id":"meeting-title","component":"Heading","text":"Product roadmap sync","level":"h2"},{"id":"start-time","component":"TextContent","text":"Today at 2:00 PM","size":"large-heavy"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","text":"Attending","level":"h3"},{"id":"attendees","component":"TagBlock","tags":["Alex Morgan","Jordan Lee","Priya Shah","You"]},{"id":"join-actions","component":"Buttons","buttons":["join-button"],"direction":"row"},{"id":"join-button","component":"Button","label":"Join call","action":[{"type":"open_url","url":"https://meet.google.com/"}],"variant":"primary","size":"large","accessibility":{"label":"Join call","description":"Open the video meeting"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..ac8e55721
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Product Weekly"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","children":["header","benefits","signup-form"],"variant":"card","direction":"column","gap":"l","align":"stretch"},{"id":"header","component":"CardHeader","title":"Product Weekly","subtitle":"The best product thinking, delivered every week."},{"id":"benefits","component":"TextContent","text":"Get one concise weekly email featuring practical product insights, useful tools, and standout launches.","size":"large"},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"No spam—unsubscribe anytime."},{"id":"email-input","component":"Input","name":"email","placeholder":"you@example.com","type":"email","rules":[{"required":true,"message":"Enter your email address."},{"type":"email","message":"Enter a valid email address."}]},{"id":"form-buttons","component":"Buttons","buttons":["subscribe-button"],"direction":"row"},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","size":"large","action":[{"type":"submit","form":"newsletter-signup"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..b2520749e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Weekly Product Newsletter"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-newsletter-signup","components":[{"id":"root","component":"Card","children":["header","benefit","signup-form"],"variant":"card","direction":"column","gap":"l","align":"stretch"},{"id":"header","component":"CardHeader","title":"The Weekly Product Brief","subtitle":"One useful email, every week."},{"id":"benefit","component":"TextContent","text":"Get a concise weekly roundup of product insights, practical tactics, and noteworthy launches.","size":"large"},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"No spam—unsubscribe anytime."},{"id":"email-input","component":"Input","name":"email","placeholder":"you@example.com","type":"email","rules":[{"required":true,"message":"Enter your email address."},{"email":true,"message":"Enter a valid email address."}]},{"id":"form-buttons","component":"Buttons","buttons":["subscribe-button"],"direction":"row"},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","type":"normal","size":"large","action":[{"type":"submit","form":"newsletter-signup"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..b503c384a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Product Weekly"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","children":["header","benefit","signup-form"],"variant":"card","direction":"column","gap":"l","align":"stretch"},{"id":"header","component":"CardHeader","title":"Product Weekly","subtitle":"The best product insights, delivered every week."},{"id":"benefit","component":"TextContent","text":"Get one concise weekly email featuring practical product strategies, emerging trends, and tools worth trying.","size":"large"},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"No spam—unsubscribe anytime."},{"id":"email-input","component":"Input","name":"email","placeholder":"you@example.com","type":"email","rules":[{"required":true,"message":"Enter your email address."},{"type":"email","message":"Enter a valid email address."}]},{"id":"form-buttons","component":"Buttons","buttons":["subscribe-button"],"direction":"row"},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","size":"large","action":[{"type":"submit","form":"newsletter-signup"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..3a77c2c8c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Weekly Product Newsletter"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-newsletter-signup","components":[{"id":"root","component":"Card","children":["signup-header","signup-description","signup-form"],"variant":"card","direction":"column","gap":"l","align":"stretch"},{"id":"signup-header","component":"CardHeader","title":"Stay ahead of what’s next","subtitle":"The Weekly Product Newsletter"},{"id":"signup-description","component":"TextContent","text":"Get one concise weekly email featuring practical product insights, emerging trends, and useful tools.","size":"large"},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"No spam—unsubscribe anytime."},{"id":"email-input","component":"Input","name":"email","placeholder":"you@example.com","type":"email","rules":[{"required":true,"message":"Enter your email address."}]},{"id":"form-buttons","component":"Buttons","buttons":["subscribe-button"],"direction":"row"},{"id":"subscribe-button","component":"Button","label":"Subscribe","action":[{"type":"submit","form":"newsletter-signup"}],"variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..d8babfc3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","children":["header","status","progress","location-card","delivery-card","problem-dialog"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Order #PKG-48291"},{"id":"status","component":"Callout","variant":"info","title":"In transit","description":"Your package is moving through the carrier network."},{"id":"progress","component":"Progress","value":72,"label":"Delivery progress"},{"id":"location-card","component":"Card","children":["location-heading","location-text","location-update"],"variant":"sunk","direction":"column","gap":"s"},{"id":"location-heading","component":"Heading","text":"Current package location","level":"h3"},{"id":"location-text","component":"TextContent","text":"**Regional Distribution Center**\nAustin, Texas","size":"large"},{"id":"location-update","component":"TextContent","text":"Last scanned today at 8:42 AM","size":"small"},{"id":"delivery-card","component":"Card","children":["delivery-heading","delivery-date","delivery-window"],"variant":"sunk","direction":"column","gap":"s"},{"id":"delivery-heading","component":"Heading","text":"Estimated delivery","level":"h3"},{"id":"delivery-date","component":"TextContent","text":"**Thursday, August 20, 2026**","size":"large"},{"id":"delivery-window","component":"TextContent","text":"Expected between 10:00 AM and 2:00 PM","size":"small"},{"id":"problem-dialog","component":"DialogBlock","triggerLabel":"Report a delivery problem","title":"Report a problem","description":"Tell us what went wrong, and our delivery support team will review it.","content":["problem-form"],"triggerVariant":"outline"},{"id":"problem-form","component":"Form","name":"delivery-problem","fields":["issue-control","details-control"],"buttons":"problem-buttons"},{"id":"issue-control","component":"FormControl","label":"What is the problem?","input":"issue-select"},{"id":"issue-select","component":"Select","name":"issueType","items":["issue-late","issue-damaged","issue-missing","issue-address","issue-other"],"placeholder":"Select an issue","size":"medium"},{"id":"issue-late","component":"SelectItem","value":"late","label":"Delivery is late"},{"id":"issue-damaged","component":"SelectItem","value":"damaged","label":"Package is damaged"},{"id":"issue-missing","component":"SelectItem","value":"missing","label":"Package says delivered but is missing"},{"id":"issue-address","component":"SelectItem","value":"address","label":"Delivery address problem"},{"id":"issue-other","component":"SelectItem","value":"other","label":"Other issue"},{"id":"details-control","component":"FormControl","label":"Details","input":"details-input","hint":"Do not include payment information."},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the delivery problem","rows":4},{"id":"problem-buttons","component":"Buttons","buttons":["submit-problem"],"direction":"row"},{"id":"submit-problem","component":"Button","label":"Submit report","variant":"primary","size":"medium","action":[{"type":"submit","form":"delivery-problem"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..1ddf6cf11
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","children":["header","status-tag","location-card","date-card","progress","separator","problem-heading","problem-text","problem-dialog"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Order #PKG-48291"},{"id":"status-tag","component":"Tag","text":"In transit","icon":"truck","size":"md","variant":"info"},{"id":"location-card","component":"Card","children":["location-heading","location-text","location-update"],"variant":"sunk","direction":"column","gap":"xs"},{"id":"location-heading","component":"Heading","text":"Current package location","level":"h3"},{"id":"location-text","component":"TextContent","text":"**Northside Distribution Center**\n\nPortland, Oregon","size":"large"},{"id":"location-update","component":"TextContent","text":"Last updated today at 9:42 AM","size":"small"},{"id":"date-card","component":"Card","children":["date-heading","date-text"],"variant":"sunk","direction":"column","gap":"xs"},{"id":"date-heading","component":"Heading","text":"Estimated delivery","level":"h3"},{"id":"date-text","component":"TextContent","text":"**Thursday, August 20, 2026**\n\nExpected by 8:00 PM","size":"large"},{"id":"progress","component":"Progress","value":72,"label":"Delivery progress"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"problem-heading","component":"Heading","text":"Need help with this delivery?","level":"h3"},{"id":"problem-text","component":"TextContent","text":"Report a delay, missing package, damage, or another delivery issue.","size":"default"},{"id":"problem-dialog","component":"DialogBlock","triggerLabel":"Report a problem","title":"Report a delivery problem","description":"Tell us what went wrong and our support team will review it.","content":["problem-form"],"triggerVariant":"destructive"},{"id":"problem-form","component":"Form","name":"delivery_problem","buttons":"problem-buttons","fields":["issue-control","details-control"]},{"id":"issue-control","component":"FormControl","label":"What happened?","input":"issue-select","hint":"Choose the option that best describes the problem."},{"id":"issue-select","component":"Select","name":"issue_type","items":["issue-late","issue-missing","issue-damaged","issue-address","issue-other"],"placeholder":"Select a problem","size":"medium","rules":[{"required":true,"message":"Select a problem type."}]},{"id":"issue-late","component":"SelectItem","value":"late","label":"Delivery is late"},{"id":"issue-missing","component":"SelectItem","value":"missing","label":"Package is missing"},{"id":"issue-damaged","component":"SelectItem","value":"damaged","label":"Package arrived damaged"},{"id":"issue-address","component":"SelectItem","value":"address","label":"Delivery address issue"},{"id":"issue-other","component":"SelectItem","value":"other","label":"Other problem"},{"id":"details-control","component":"FormControl","label":"Additional details","input":"details-input","hint":"Do not include payment or other sensitive information."},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the delivery problem…","rows":4,"rules":[{"required":true,"message":"Please describe the problem."}]},{"id":"problem-buttons","component":"Buttons","buttons":["submit-problem"],"direction":"row"},{"id":"submit-problem","component":"Button","label":"Submit report","variant":"primary","type":"normal","size":"medium","action":[{"type":"submit","form":"delivery_problem"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..ac996fb2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-status","components":[{"id":"root","component":"Card","children":["header","status","location-card","delivery-card","progress","separator","problem-dialog"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Package #PKG-482917"},{"id":"status","component":"Tag","text":"In transit","variant":"info","size":"md","icon":"truck"},{"id":"location-card","component":"Card","children":["location-heading","location-text","location-update"],"variant":"sunk","direction":"column","gap":"s"},{"id":"location-heading","component":"Heading","text":"Current location","level":"h3"},{"id":"location-text","component":"TextContent","text":"**Northside Distribution Center**\n\nPortland, Oregon","size":"large"},{"id":"location-update","component":"TextContent","text":"Last updated today at 9:42 AM","size":"small"},{"id":"delivery-card","component":"Card","children":["delivery-heading","delivery-date","delivery-window"],"variant":"sunk","direction":"column","gap":"s"},{"id":"delivery-heading","component":"Heading","text":"Estimated delivery","level":"h3"},{"id":"delivery-date","component":"TextContent","text":"**Thursday, August 20, 2026**","size":"large"},{"id":"delivery-window","component":"TextContent","text":"Expected between 1:00 PM and 5:00 PM","size":"small"},{"id":"progress","component":"Progress","value":72,"label":"On the way to your local delivery facility"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"problem-dialog","component":"DialogBlock","triggerLabel":"Report a delivery problem","title":"Report a problem","description":"Tell us what went wrong with this delivery. A support specialist will review your report.","content":["problem-form"],"triggerVariant":"outline"},{"id":"problem-form","component":"Form","name":"delivery-problem","fields":["issue-control","details-control"],"buttons":"problem-buttons"},{"id":"issue-control","component":"FormControl","label":"What is the problem?","input":"issue-select","hint":"Choose the option that best describes the issue."},{"id":"issue-select","component":"Select","name":"issue","items":["issue-late","issue-damaged","issue-missing","issue-address","issue-other"],"placeholder":"Select an issue","size":"medium","rules":[{"required":true}]},{"id":"issue-late","component":"SelectItem","value":"late","label":"Delivery is late"},{"id":"issue-damaged","component":"SelectItem","value":"damaged","label":"Package is damaged"},{"id":"issue-missing","component":"SelectItem","value":"missing","label":"Package is missing"},{"id":"issue-address","component":"SelectItem","value":"address","label":"Wrong delivery address"},{"id":"issue-other","component":"SelectItem","value":"other","label":"Other issue"},{"id":"details-control","component":"FormControl","label":"Additional details","input":"details-input","hint":"Do not include payment or other sensitive information."},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe what happened…","rows":4,"rules":[{"required":true}]},{"id":"problem-buttons","component":"Buttons","buttons":["submit-problem"],"direction":"row"},{"id":"submit-problem","component":"Button","label":"Submit report","variant":"primary","size":"medium","action":[{"type":"submit","form":"delivery-problem"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..460587478
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-order__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracker"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","children":["header","status","progress","location","delivery-date","separator","problem-dialog"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Package #PKG-847291"},{"id":"status","component":"Tag","text":"In transit","icon":"truck","size":"md","variant":"info"},{"id":"progress","component":"Progress","value":72,"label":"Delivery progress"},{"id":"location","component":"TextCallout","variant":"info","title":"Current package location","description":"Northside Distribution Center — your package arrived at 8:42 AM and is being prepared for the local delivery route."},{"id":"delivery-date","component":"TextCallout","variant":"success","title":"Estimated delivery","description":"Thursday, August 20, 2026 by 8:00 PM"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"problem-dialog","component":"DialogBlock","triggerLabel":"Report a delivery problem","title":"Report a delivery problem","description":"Tell us what went wrong so the delivery team can investigate.","content":["problem-form"],"triggerVariant":"outline"},{"id":"problem-form","component":"Form","name":"delivery_problem","buttons":"problem-buttons","fields":["issue-control","details-control"]},{"id":"issue-control","component":"FormControl","label":"What happened?","input":"issue-select","hint":"Choose the option that best describes the problem."},{"id":"issue-select","component":"Select","name":"issue_type","items":["issue-late","issue-damaged","issue-missing","issue-wrong-address","issue-other"],"placeholder":"Select a problem","size":"medium"},{"id":"issue-late","component":"SelectItem","value":"late","label":"Delivery is late"},{"id":"issue-damaged","component":"SelectItem","value":"damaged","label":"Package is damaged"},{"id":"issue-missing","component":"SelectItem","value":"missing","label":"Package is missing"},{"id":"issue-wrong-address","component":"SelectItem","value":"wrong_address","label":"Wrong delivery address"},{"id":"issue-other","component":"SelectItem","value":"other","label":"Other problem"},{"id":"details-control","component":"FormControl","label":"Additional details","input":"details-input","hint":"Do not include sensitive personal information."},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the delivery problem…","rows":4},{"id":"problem-buttons","component":"Buttons","buttons":["submit-problem"],"direction":"row"},{"id":"submit-problem","component":"Button","label":"Submit report","variant":"primary","type":"normal","size":"medium","action":[{"type":"submit","form":"delivery_problem"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..61e157e60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","children":["poll-header","poll-form"],"variant":"card","direction":"column","gap":"l"},{"id":"poll-header","component":"CardHeader","title":"Where should we go for lunch on Friday?","subtitle":"Choose one restaurant and cast your vote."},{"id":"poll-form","component":"Form","name":"teamLunchPoll","fields":["restaurant-field"],"buttons":"poll-buttons"},{"id":"restaurant-field","component":"FormControl","label":"Restaurant","input":"restaurant-options","hint":"Select one option."},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["restaurant-1","restaurant-2","restaurant-3"]},{"id":"restaurant-1","component":"RadioItem","label":"Green Garden Bistro","description":"Fresh salads, sandwiches, and vegetarian dishes","value":"green-garden-bistro"},{"id":"restaurant-2","component":"RadioItem","label":"Taco Harbor","description":"Tacos, burritos, and bowls","value":"taco-harbor"},{"id":"restaurant-3","component":"RadioItem","label":"Pasta House","description":"Classic pasta, pizza, and Italian favorites","value":"pasta-house"},{"id":"poll-buttons","component":"Buttons","buttons":["vote-button"],"direction":"row"},{"id":"vote-button","component":"Button","label":"Cast vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..3c6f55290
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","children":["poll-header","poll-form"],"variant":"card","direction":"column","gap":"l"},{"id":"poll-header","component":"CardHeader","title":"Where should we go for lunch on Friday?","subtitle":"Choose one restaurant and cast your vote."},{"id":"poll-form","component":"Form","name":"team-lunch-poll","fields":["restaurant-options"],"buttons":"poll-buttons"},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["option-italian","option-mexican","option-thai"]},{"id":"option-italian","component":"RadioItem","label":"Bella Italia","description":"Classic pasta, pizza, and salads","value":"bella-italia"},{"id":"option-mexican","component":"RadioItem","label":"Casa Verde","description":"Tacos, burritos, and vegetarian bowls","value":"casa-verde"},{"id":"option-thai","component":"RadioItem","label":"Siam Garden","description":"Curries, noodles, and stir-fries","value":"siam-garden"},{"id":"poll-buttons","component":"Buttons","buttons":["vote-button"],"direction":"row"},{"id":"vote-button","component":"Button","label":"Cast vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..ff298545e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","children":["poll-header","poll-form"],"variant":"card","direction":"column","gap":"l"},{"id":"poll-header","component":"CardHeader","title":"Where should we go for lunch on Friday?","subtitle":"Choose one restaurant and cast your vote."},{"id":"poll-form","component":"Form","name":"team-lunch-poll","fields":["restaurant-control"],"buttons":"poll-buttons"},{"id":"restaurant-control","component":"FormControl","label":"Restaurant","input":"restaurant-options","hint":"Select one option."},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["restaurant-1","restaurant-2","restaurant-3"]},{"id":"restaurant-1","component":"RadioItem","label":"Green Garden Bistro","description":"Fresh salads, sandwiches, and vegetarian dishes","value":"green-garden-bistro"},{"id":"restaurant-2","component":"RadioItem","label":"Taco Junction","description":"Tacos, burritos, and customizable bowls","value":"taco-junction"},{"id":"restaurant-3","component":"RadioItem","label":"Pasta House","description":"Classic pasta, pizza, and Italian favorites","value":"pasta-house"},{"id":"poll-buttons","component":"Buttons","buttons":["vote-button"],"direction":"row"},{"id":"vote-button","component":"Button","label":"Cast vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..ac7e441c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-poll__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","children":["poll-header","poll-form"],"variant":"card","direction":"column","gap":"l"},{"id":"poll-header","component":"CardHeader","title":"Where should we go for lunch on Friday?","subtitle":"Choose one restaurant and cast your vote."},{"id":"poll-form","component":"Form","name":"team-lunch-poll","fields":["restaurant-control"],"buttons":"poll-buttons"},{"id":"restaurant-control","component":"FormControl","label":"Restaurant","input":"restaurant-options","hint":"Select one option."},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["option-italian","option-mexican","option-thai"],"rules":[{"required":true,"message":"Please choose a restaurant."}]},{"id":"option-italian","component":"RadioItem","label":"Bella Italia","description":"Pizza, pasta, and salads","value":"bella-italia"},{"id":"option-mexican","component":"RadioItem","label":"Casa Verde","description":"Tacos, burritos, and bowls","value":"casa-verde"},{"id":"option-thai","component":"RadioItem","label":"Siam Garden","description":"Curries, noodles, and stir-fries","value":"siam-garden"},{"id":"poll-buttons","component":"Buttons","buttons":["vote-button"],"direction":"row"},{"id":"vote-button","component":"Button","label":"Vote","variant":"primary","type":"normal","size":"medium","action":[{"type":"submit","form":"team-lunch-poll"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..018b02c15
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","children":["profileHeader","profileBio","divider","messageForm"],"direction":"column","gap":"l","variant":"card"},{"id":"profileHeader","component":"Card","children":["avatar","name","role"],"direction":"column","gap":"s","align":"center","variant":"clear"},{"id":"avatar","component":"Avatar","fallback":"AM","alt":"Alex Morgan"},{"id":"name","component":"Heading","text":"Alex Morgan","level":"h1"},{"id":"role","component":"Badge","text":"Senior Product Designer","variant":"secondary"},{"id":"profileBio","component":"Card","children":["bioHeading","bioText"],"direction":"column","gap":"s","variant":"sunk"},{"id":"bioHeading","component":"Heading","text":"About Alex","level":"h3"},{"id":"bioText","component":"TextContent","text":"Alex designs thoughtful, accessible experiences for the company’s collaboration products. They enjoy turning complex workflows into simple tools and mentoring designers across the organization.","size":"default"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"messageForm","component":"Form","name":"sendMessage","fields":["messageControl"],"buttons":"messageButtons"},{"id":"messageControl","component":"FormControl","label":"Send Alex a message","input":"messageInput","hint":"Write a brief note and Alex will receive it in their inbox."},{"id":"messageInput","component":"TextArea","name":"message","placeholder":"Hi Alex, I’d like to connect about…","rows":5,"rules":[{"required":true,"message":"Please enter a message."}]},{"id":"messageButtons","component":"Buttons","buttons":["sendButton"],"direction":"row"},{"id":"sendButton","component":"Button","label":"Send message","variant":"primary","size":"medium","action":[{"type":"submit","form":"sendMessage"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..bd8f66218
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","children":["profileHeader","profileDetails","divider","messageForm"],"variant":"card","direction":"column","gap":"l"},{"id":"profileHeader","component":"Card","children":["avatar","name","role"],"variant":"clear","direction":"column","gap":"s","align":"center"},{"id":"avatar","component":"Avatar","alt":"Portrait of Maya Chen","fallback":"MC"},{"id":"name","component":"Heading","text":"Maya Chen","level":"h1"},{"id":"role","component":"Badge","text":"Senior Product Designer","variant":"secondary"},{"id":"profileDetails","component":"Card","children":["bioHeading","bio"],"variant":"sunk","direction":"column","gap":"s"},{"id":"bioHeading","component":"Heading","text":"About Maya","level":"h2"},{"id":"bio","component":"TextContent","text":"Maya designs intuitive tools that help teams collaborate and make better decisions. She specializes in design systems and user research, and enjoys mentoring emerging designers across the company.","size":"default"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"messageForm","component":"Form","name":"send-message","buttons":"messageButtons","fields":["messageControl"]},{"id":"messageControl","component":"FormControl","label":"Send Maya a message","input":"messageInput","hint":"Write a brief note and Maya will receive it in their inbox."},{"id":"messageInput","component":"TextArea","name":"message","placeholder":"Hi Maya, I'd like to connect about…","rows":5,"rules":[{"required":true,"message":"Please enter a message."}]},{"id":"messageButtons","component":"Buttons","buttons":["sendButton"],"direction":"row"},{"id":"sendButton","component":"Button","label":"Send message","variant":"primary","size":"medium","action":[{"type":"submit","form":"send-message","recipient":"maya.chen"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..9a293088c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","children":["profile-header","profile-tags","divider","bio-heading","bio-text","message-form"],"direction":"column","gap":"m"},{"id":"profile-header","component":"CardHeader","title":"Maya Chen","subtitle":"Senior Product Designer"},{"id":"profile-tags","component":"TagBlock","tags":["Design","Product","San Francisco"]},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"bio-heading","component":"Heading","text":"About Maya","level":"h3"},{"id":"bio-text","component":"TextContent","text":"Maya leads product design for the company’s collaboration tools. She focuses on making complex workflows clear and approachable, and enjoys mentoring designers across the organization.","size":"default"},{"id":"message-form","component":"Form","name":"send-message","fields":["message-control"],"buttons":"message-buttons"},{"id":"message-control","component":"FormControl","label":"Send Maya a message","input":"message-input","hint":"Your message will be delivered through the company directory."},{"id":"message-input","component":"TextArea","name":"message","placeholder":"Write a message…","rows":5,"rules":[{"required":true,"message":"Please enter a message."}]},{"id":"message-buttons","component":"Buttons","buttons":["send-button"],"direction":"row"},{"id":"send-button","component":"Button","label":"Send message","variant":"primary","size":"medium","action":[{"type":"submit","form":"send-message"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..087007d14
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-profile__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","children":["profile-header","profile-bio","separator","message-form"],"direction":"column","gap":"l"},{"id":"profile-header","component":"Card","children":["avatar","name-role"],"variant":"clear","direction":"row","gap":"m","align":"center"},{"id":"avatar","component":"Avatar","fallback":"AM","alt":"Alex Morgan"},{"id":"name-role","component":"Card","children":["person-name","person-role"],"variant":"clear","direction":"column","gap":"xs"},{"id":"person-name","component":"Heading","text":"Alex Morgan","level":"h1"},{"id":"person-role","component":"TextContent","text":"Senior Product Designer","size":"large"},{"id":"profile-bio","component":"TextContent","text":"Alex designs intuitive tools that help teams collaborate and make better decisions. They’re passionate about accessible experiences, thoughtful research, and turning complex workflows into simple products.","size":"default"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"message-form","component":"Form","name":"send-message","fields":["message-control"],"buttons":"message-buttons"},{"id":"message-control","component":"FormControl","label":"Send Alex a message","input":"message-input","hint":"Your message will be delivered through the company directory."},{"id":"message-input","component":"TextArea","name":"message","placeholder":"Write your message…","rows":5,"rules":[{"required":true,"message":"Please enter a message."}]},{"id":"message-buttons","component":"Buttons","buttons":["send-button"],"direction":"row"},{"id":"send-button","component":"Button","label":"Send message","variant":"primary","size":"medium","action":[{"type":"submit","form":"send-message"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..439572e42
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"mid-morning-shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Check-in"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"mid-morning-shop-checkin","components":[{"id":"root","component":"Card","children":["header","revenue","comparison","progress"],"variant":"card","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Today so far","subtitle":"Mid-morning sales check-in"},{"id":"revenue","component":"TextContent","text":"# $2,840\nRevenue so far today","size":"large-heavy"},{"id":"comparison","component":"Callout","variant":"success","title":"Up 12.7% vs. yesterday","description":"At the same time yesterday, revenue was $2,520 — today is $320 ahead."},{"id":"progress","component":"Progress","value":12.7,"label":"12.7% increase at the same time yesterday"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..c9020a321
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"mid-morning-shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Check-in"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"mid-morning-shop-checkin","components":[{"id":"root","component":"Card","children":["header","revenue","comparison"],"variant":"card","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Today’s mid-morning check-in","subtitle":"Sales recorded so far today"},{"id":"revenue","component":"TextContent","text":"## $2,840\nRevenue so far today","size":"large-heavy"},{"id":"comparison","component":"Callout","variant":"success","title":"12% ahead of yesterday","description":"At the same time yesterday, revenue was $2,536 — today is $304 higher."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..55f7c09c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"mid-morning-shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Check-in"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"mid-morning-shop-checkin","components":[{"id":"root","component":"Card","children":["header","revenue-card","comparison-card"],"variant":"clear","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Mid-morning check-in","subtitle":"Today so far · as of 10:30 AM"},{"id":"revenue-card","component":"Card","children":["revenue-label","revenue-value"],"variant":"card","direction":"column","gap":"xs"},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$2,840","level":"h1"},{"id":"comparison-card","component":"Card","children":["comparison-label","comparison-value","comparison-detail"],"variant":"sunk","direction":"column","gap":"xs"},{"id":"comparison-label","component":"TextContent","text":"Compared with the same time yesterday","size":"small-heavy"},{"id":"comparison-value","component":"Heading","text":"↑ 12.7%","level":"h2"},{"id":"comparison-detail","component":"TextContent","text":"$320 ahead · Yesterday at 10:30 AM: $2,520","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..42553da9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"mid-morning-shop-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Check-in"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"mid-morning-shop-checkin","components":[{"id":"root","component":"Card","children":["header","revenue-card","comparison"],"direction":"column","gap":"m","variant":"clear"},{"id":"header","component":"CardHeader","title":"Mid-morning check-in","subtitle":"Today so far • as of 10:30 AM"},{"id":"revenue-card","component":"Card","children":["revenue-label","revenue-value"],"direction":"column","gap":"xs","variant":"card"},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$2,840","level":"h1"},{"id":"comparison","component":"Callout","variant":"success","title":"12.7% ahead of yesterday","description":"At 10:30 AM yesterday, revenue was $2,520 — today is $320 higher."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..c6b2b75b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-task","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Focus"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-task","components":[{"id":"root","component":"Card","children":["header","urgent-badge","task-title","deadline","status","progress","actions"],"variant":"card","direction":"column","gap":"m","align":"stretch"},{"id":"header","component":"CardHeader","title":"Focus now","subtitle":"Your single most urgent task"},{"id":"urgent-badge","component":"Badge","text":"Most urgent","variant":"destructive"},{"id":"task-title","component":"Heading","text":"Submit quarterly project report","level":"h2"},{"id":"deadline","component":"Alert","title":"Deadline: Today at 5:00 PM","description":"Complete and submit the final report before the deadline.","variant":"warning"},{"id":"status","component":"Tag","text":"In progress","icon":"clock","size":"md","variant":"info"},{"id":"progress","component":"Progress","value":65,"label":"Current status: 65% complete"},{"id":"actions","component":"Buttons","buttons":["done-button"],"direction":"row"},{"id":"done-button","component":"Button","label":"Mark as done","action":[{"type":"markTaskDone","taskId":"quarterly-project-report"}],"variant":"primary","type":"normal","size":"large","accessibility":{"label":"Mark task done","description":"Marks Submit quarterly project report as completed"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..bf5712251
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-task","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Focus View"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-task","components":[{"id":"root","component":"Card","children":["header","urgent-badge","task-title","deadline","status-label","status-progress","actions"],"variant":"card","direction":"column","gap":"m","align":"stretch"},{"id":"header","component":"CardHeader","title":"Your focus task","subtitle":"The single most urgent item right now"},{"id":"urgent-badge","component":"Badge","text":"Most urgent","variant":"destructive"},{"id":"task-title","component":"Heading","text":"Submit quarterly expense report","level":"h2"},{"id":"deadline","component":"Callout","variant":"warning","title":"Deadline: Today at 5:00 PM","description":"Complete and submit the report before the end of the workday."},{"id":"status-label","component":"TextContent","text":"**Current status:** In progress","size":"default"},{"id":"status-progress","component":"Progress","value":60,"label":"60% complete"},{"id":"actions","component":"Buttons","buttons":["done-button"],"direction":"row"},{"id":"done-button","component":"Button","label":"Mark as done","action":[{"type":"completeTask","taskId":"quarterly-expense-report"}],"variant":"primary","type":"normal","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..7cf7edeaa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-task","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Focus"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-task","components":[{"id":"root","component":"Card","children":["header","urgent-badge","task-title","deadline","status-card","actions"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Focus","subtitle":"Your single most urgent task"},{"id":"urgent-badge","component":"Badge","text":"Most urgent","variant":"destructive"},{"id":"task-title","component":"Heading","text":"Submit quarterly report","level":"h1"},{"id":"deadline","component":"Callout","variant":"warning","title":"Deadline","description":"Today at 5:00 PM"},{"id":"status-card","component":"Card","children":["status-label","status-badge","status-progress"],"variant":"sunk","direction":"column","gap":"s"},{"id":"status-label","component":"TextContent","text":"Current status","size":"small-heavy"},{"id":"status-badge","component":"Badge","text":"In progress","variant":"secondary"},{"id":"status-progress","component":"Progress","value":65,"label":"65% complete"},{"id":"actions","component":"Buttons","buttons":["done-button"],"direction":"row"},{"id":"done-button","component":"Button","label":"Mark as done","variant":"primary","size":"large","action":[{"type":"completeTask","task":"Submit quarterly report"}],"accessibility":{"label":"Mark task as done","description":"Marks Submit quarterly report as completed"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..8440eb11e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-task__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-task","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Focus"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-task","components":[{"id":"root","component":"Card","children":["header","urgency","task-title","deadline","status-row","done-button"],"direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Focus","subtitle":"Your single most urgent task"},{"id":"urgency","component":"Badge","text":"Most urgent","variant":"destructive"},{"id":"task-title","component":"Heading","text":"Submit the quarterly report","level":"h2"},{"id":"deadline","component":"TextCallout","variant":"warning","title":"Deadline","description":"Today at 5:00 PM"},{"id":"status-row","component":"Tag","text":"In progress","icon":"clock","size":"md","variant":"info"},{"id":"done-button","component":"Button","label":"Mark as done","action":[{"type":"completeTask","taskId":"quarterly-report"}],"variant":"primary","size":"large","accessibility":{"label":"Mark task done","description":"Marks Submit the quarterly report as completed"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..580b47401
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","children":["header","status","uptime-card","incident-card"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Current API reliability and latest incident update"},{"id":"status","component":"Alert","title":"API operational","description":"All API systems are currently operating normally.","variant":"success"},{"id":"uptime-card","component":"Card","children":["uptime-heading","uptime-value","uptime-note","uptime-progress"],"variant":"card","direction":"column","gap":"s"},{"id":"uptime-heading","component":"Heading","text":"API uptime this month","level":"h2"},{"id":"uptime-value","component":"TextContent","text":"99.98%","size":"large-heavy"},{"id":"uptime-note","component":"TextContent","text":"Measured for the current calendar month.","size":"small"},{"id":"uptime-progress","component":"Progress","value":99.98,"label":"Monthly API uptime: 99.98%"},{"id":"incident-card","component":"Card","children":["incident-heading","incident-title","incident-note","incident-resolved"],"variant":"sunk","direction":"column","gap":"s"},{"id":"incident-heading","component":"Heading","text":"Most recent incident","level":"h2"},{"id":"incident-title","component":"Badge","text":"Resolved","variant":"secondary"},{"id":"incident-note","component":"TextContent","text":"Elevated API latency affected a subset of requests. Service was restored after capacity was rebalanced.","size":"default"},{"id":"incident-resolved","component":"TextContent","text":"Resolved August 17, 2026 at 14:32 UTC","size":"small-heavy"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..236a3bf77
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","children":["header","statusBadge","uptimeCard","incidentCard"],"direction":"column","gap":"l","variant":"clear"},{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Current API reliability and latest incident update"},{"id":"statusBadge","component":"Badge","text":"All systems operational","variant":"outline"},{"id":"uptimeCard","component":"Card","children":["uptimeHeading","uptimeValue","uptimeProgress","uptimeCaption"],"direction":"column","gap":"s","variant":"card"},{"id":"uptimeHeading","component":"Heading","text":"API uptime this month","level":"h2"},{"id":"uptimeValue","component":"TextContent","text":"99.98%","size":"large-heavy"},{"id":"uptimeProgress","component":"Progress","value":99.98,"label":"Monthly API uptime"},{"id":"uptimeCaption","component":"TextContent","text":"Measured across all production API endpoints for the current calendar month.","size":"small"},{"id":"incidentCard","component":"Card","children":["incidentHeading","incidentStatus","incidentNote","resolvedTime"],"direction":"column","gap":"s","variant":"sunk"},{"id":"incidentHeading","component":"Heading","text":"Most recent incident","level":"h2"},{"id":"incidentStatus","component":"Badge","text":"Resolved","variant":"outline"},{"id":"incidentNote","component":"TextContent","text":"Elevated API latency affected a subset of requests. Service performance returned to normal after capacity was restored.","size":"default"},{"id":"resolvedTime","component":"TextContent","text":"Resolved August 17, 2026 at 14:32 UTC","size":"small-heavy"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..1463a73c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptime-card","incident-card"]},{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Current API reliability and latest incident update"},{"id":"uptime-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["uptime-label","uptime-value","uptime-status"]},{"id":"uptime-label","component":"TextContent","text":"API uptime this month","size":"small-heavy"},{"id":"uptime-value","component":"Heading","text":"99.98%","level":"h1"},{"id":"uptime-status","component":"Badge","text":"Operational","variant":"secondary"},{"id":"incident-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["incident-heading","incident-note"]},{"id":"incident-heading","component":"Heading","text":"Most recent incident","level":"h3"},{"id":"incident-note","component":"Alert","variant":"success","title":"Elevated API latency — Resolved","description":"A subset of API requests experienced elevated latency. Service was fully restored and the incident was resolved on August 17, 2026 at 14:32 UTC."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..cc88bb847
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","children":["header","status","uptimeCard","incidentCard"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Platform Status","subtitle":"Current API reliability and latest incident update"},{"id":"status","component":"Alert","title":"API operational","description":"All API systems are currently operating normally.","variant":"success"},{"id":"uptimeCard","component":"Card","children":["uptimeHeading","uptimeValue","uptimeProgress","uptimePeriod"],"variant":"card","direction":"column","gap":"s"},{"id":"uptimeHeading","component":"Heading","text":"API uptime","level":"h2"},{"id":"uptimeValue","component":"TextContent","text":"99.98%","size":"large-heavy"},{"id":"uptimeProgress","component":"Progress","value":99.98,"label":"Monthly uptime"},{"id":"uptimePeriod","component":"TextContent","text":"Current calendar month","size":"small"},{"id":"incidentCard","component":"Card","children":["incidentHeading","incidentBadge","incidentNote","resolvedNote"],"variant":"sunk","direction":"column","gap":"s"},{"id":"incidentHeading","component":"Heading","text":"Most recent incident","level":"h2"},{"id":"incidentBadge","component":"Badge","text":"Resolved","variant":"outline"},{"id":"incidentNote","component":"TextContent","text":"Elevated API latency affected a subset of requests. Service performance returned to normal after capacity was restored.","size":"default"},{"id":"resolvedNote","component":"TextContent","text":"Resolved August 17, 2026 at 14:32 UTC","size":"small-heavy"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..effca5eed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"bengaluru-morning-weather","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"bengaluru-morning-weather","components":[{"id":"root","component":"Card","children":["header","current","sun-card","outlook-title","forecast-table"],"variant":"clear","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Good morning, Bengaluru","subtitle":"Tuesday, 18 August 2026 • Morning weather brief"},{"id":"current","component":"Card","children":["current-heading","current-temp","current-details","current-tags"],"variant":"card","direction":"column","gap":"s"},{"id":"current-heading","component":"Heading","text":"Current conditions","level":"h2"},{"id":"current-temp","component":"TextContent","text":"**22°C · Partly cloudy**","size":"large-heavy"},{"id":"current-details","component":"TextContent","text":"Feels like 22°C · High 28°C / Low 20°C\n\nLight breeze with comfortable morning conditions."},{"id":"current-tags","component":"TagBlock","tags":["Humidity 72%","Wind 9 km/h","Rain chance 20%"]},{"id":"sun-card","component":"Card","children":["sun-heading","sun-times"],"variant":"sunk","direction":"column","gap":"xs"},{"id":"sun-heading","component":"Heading","text":"Sunrise & sunset","level":"h2"},{"id":"sun-times","component":"TextContent","text":"🌅 **Sunrise 6:08 AM**   ·   🌇 **Sunset 6:38 PM**","size":"large"},{"id":"outlook-title","component":"Heading","text":"Next three days","level":"h2"},{"id":"forecast-table","component":"Table","columns":["day-col","conditions-col","high-col","low-col","rain-col"]},{"id":"day-col","component":"Col","label":"Day","data":["Wednesday","Thursday","Friday"],"type":"string"},{"id":"conditions-col","component":"Col","label":"Conditions","data":["Cloudy, afternoon showers","Partly cloudy","Scattered thunderstorms"],"type":"string"},{"id":"high-col","component":"Col","label":"High","data":["27°C","28°C","27°C"],"type":"string"},{"id":"low-col","component":"Col","label":"Low","data":["20°C","20°C","19°C"],"type":"string"},{"id":"rain-col","component":"Col","label":"Rain","data":["60%","30%","70%"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..dd5479924
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"bengaluru-morning-weather","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"bengaluru-morning-weather","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"m","children":["header","current","sun-card","forecast-title","forecast-table","note"]},{"id":"header","component":"CardHeader","title":"Good morning, Bengaluru","subtitle":"Tuesday, 18 August 2026 • Morning weather brief"},{"id":"current","component":"Card","variant":"card","direction":"column","gap":"s","children":["current-label","current-temp","current-condition","current-details"]},{"id":"current-label","component":"Badge","text":"CURRENT CONDITIONS","variant":"secondary"},{"id":"current-temp","component":"Heading","text":"22°C","level":"h1"},{"id":"current-condition","component":"TextContent","text":"☁️ Partly cloudy","size":"large-heavy"},{"id":"current-details","component":"TextContent","text":"Feels like 22°C • Humidity 78% • Light breeze","size":"small"},{"id":"sun-card","component":"Card","variant":"sunk","direction":"row","gap":"xl","justify":"between","children":["sunrise","sunset"]},{"id":"sunrise","component":"TextContent","text":"🌅 **Sunrise**\n6:08 AM","size":"default"},{"id":"sunset","component":"TextContent","text":"🌇 **Sunset**\n6:39 PM","size":"default"},{"id":"forecast-title","component":"Heading","text":"Next three days","level":"h2"},{"id":"forecast-table","component":"Table","columns":["day-col","condition-col","high-col","low-col","rain-col"]},{"id":"day-col","component":"Col","label":"Day","data":["Wed, 19 Aug","Thu, 20 Aug","Fri, 21 Aug"],"type":"string"},{"id":"condition-col","component":"Col","label":"Outlook","data":["🌦️ Scattered showers","☁️ Mostly cloudy","🌦️ Showers"],"type":"string"},{"id":"high-col","component":"Col","label":"High","data":["27°C","27°C","26°C"],"type":"string"},{"id":"low-col","component":"Col","label":"Low","data":["20°C","20°C","20°C"],"type":"string"},{"id":"rain-col","component":"Col","label":"Rain","data":["45%","25%","55%"],"type":"string"},{"id":"note","component":"Callout","variant":"info","title":"Morning tip","description":"A light umbrella may be useful later today. Weather values are illustrative and should be refreshed from a live weather source."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..2af603252
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"bengaluru-morning-weather","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#F59E0B","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"bengaluru-morning-weather","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","current","sun-card","outlook-title","forecast"]},{"id":"header","component":"CardHeader","title":"Good morning, Bengaluru","subtitle":"Tuesday, 18 August 2026 • Morning weather brief"},{"id":"current","component":"Card","variant":"card","direction":"column","gap":"s","children":["current-label","current-temp","current-condition","current-detail"]},{"id":"current-label","component":"Badge","text":"CURRENT CONDITIONS","variant":"secondary"},{"id":"current-temp","component":"Heading","text":"22°C","level":"h1"},{"id":"current-condition","component":"Heading","text":"Partly cloudy","level":"h3"},{"id":"current-detail","component":"TextContent","text":"Feels like 22°C • High 28°C / Low 20°C • Humidity 72%","size":"small"},{"id":"sun-card","component":"Card","variant":"sunk","direction":"row","gap":"l","justify":"between","children":["sunrise","sunset"]},{"id":"sunrise","component":"TextContent","text":"**Sunrise**\n6:08 AM","size":"large"},{"id":"sunset","component":"TextContent","text":"**Sunset**\n6:39 PM","size":"large"},{"id":"outlook-title","component":"Heading","text":"Next three days","level":"h2"},{"id":"forecast","component":"Card","variant":"card","direction":"column","gap":"m","children":["day-one","sep-one","day-two","sep-two","day-three"]},{"id":"day-one","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["day-one-name","day-one-condition","day-one-temp"]},{"id":"day-one-name","component":"TextContent","text":"**Wednesday**","size":"default"},{"id":"day-one-condition","component":"TextContent","text":"Scattered showers","size":"small"},{"id":"day-one-temp","component":"TextContent","text":"27° / 20°","size":"small-heavy"},{"id":"sep-one","component":"Separator","orientation":"horizontal","decorative":true},{"id":"day-two","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["day-two-name","day-two-condition","day-two-temp"]},{"id":"day-two-name","component":"TextContent","text":"**Thursday**","size":"default"},{"id":"day-two-condition","component":"TextContent","text":"Cloudy","size":"small"},{"id":"day-two-temp","component":"TextContent","text":"26° / 20°","size":"small-heavy"},{"id":"sep-two","component":"Separator","orientation":"horizontal","decorative":true},{"id":"day-three","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["day-three-name","day-three-condition","day-three-temp"]},{"id":"day-three-name","component":"TextContent","text":"**Friday**","size":"default"},{"id":"day-three-condition","component":"TextContent","text":"Light rain","size":"small"},{"id":"day-three-temp","component":"TextContent","text":"25° / 19°","size":"small-heavy"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..55e115903
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b1-weather__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"bengaluru-morning-weather","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"bengaluru-morning-weather","components":[{"id":"root","component":"Card","children":["header","current","sun-card","outlook-title","outlook-table","note"],"direction":"column","gap":"m","variant":"card"},{"id":"header","component":"CardHeader","title":"Good morning, Bengaluru","subtitle":"Tuesday, 18 August 2026"},{"id":"current","component":"Card","children":["current-heading","current-temp","current-condition","current-details"],"direction":"column","gap":"xs","variant":"sunk"},{"id":"current-heading","component":"Heading","text":"Current weather","level":"h2"},{"id":"current-temp","component":"TextContent","text":"24°C","size":"large-heavy"},{"id":"current-condition","component":"TextContent","text":"Partly cloudy","size":"large"},{"id":"current-details","component":"TextContent","text":"Feels like 25°C · Humidity 67% · Light breeze","size":"small"},{"id":"sun-card","component":"Card","children":["sun-heading","sun-times"],"direction":"column","gap":"xs","variant":"clear"},{"id":"sun-heading","component":"Heading","text":"Sunrise & sunset","level":"h3"},{"id":"sun-times","component":"TextContent","text":"🌅 Sunrise **6:07 AM**  ·  🌇 Sunset **6:39 PM**","size":"default"},{"id":"outlook-title","component":"Heading","text":"Next three days","level":"h2"},{"id":"outlook-table","component":"Table","columns":["day-col","conditions-col","high-col","low-col"]},{"id":"day-col","component":"Col","label":"Day","data":["Wednesday","Thursday","Friday"],"type":"string"},{"id":"conditions-col","component":"Col","label":"Conditions","data":["Cloudy, scattered showers","Partly cloudy","Light rain"],"type":"string"},{"id":"high-col","component":"Col","label":"High","data":["28°C","29°C","27°C"],"type":"string"},{"id":"low-col","component":"Col","label":"Low","data":["20°C","20°C","19°C"],"type":"string"},{"id":"note","component":"TextCallout","variant":"info","title":"Morning tip","description":"Carry a light umbrella—brief showers are possible later today. Weather values are an illustrative brief and should be refreshed from a live source before use."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..02fda64af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","children":["header","month-form","summary-card","category-card","largest-card","add-expense-form"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Personal budget check","subtitle":"Review your monthly spending and stay on track."},{"id":"month-form","component":"Form","name":"month_selector","fields":["month-control"],"buttons":"month-buttons"},{"id":"month-control","component":"FormControl","label":"View month","input":"month-picker","hint":"Choose a month to update this budget check."},{"id":"month-picker","component":"DatePicker","name":"month","mode":"single","value":["2026-08-01"]},{"id":"month-buttons","component":"Buttons","buttons":["view-month-button"],"direction":"row"},{"id":"view-month-button","component":"Button","label":"View month","variant":"secondary","size":"medium"},{"id":"summary-card","component":"Card","children":["summary-header","summary-text","budget-progress","remaining-callout"],"variant":"card","direction":"column","gap":"m"},{"id":"summary-header","component":"CardHeader","title":"August 2026","subtitle":"Monthly budget overview"},{"id":"summary-text","component":"TextContent","text":"## $3,240 spent of $4,000\n**81% of monthly budget used**","size":"large"},{"id":"budget-progress","component":"Progress","value":81,"label":"Budget used"},{"id":"remaining-callout","component":"Callout","variant":"success","title":"$760 remaining","description":"You are currently within your monthly budget."},{"id":"category-card","component":"Card","children":["category-header","category-chart","category-table"],"variant":"card","direction":"column","gap":"m"},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Where your money went this month"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food","Transport","Utilities","Entertainment","Other"],"values":[1500,620,410,300,240,170],"variant":"donut","appearance":"circular"},{"id":"category-table","component":"Table","columns":["category-col","amount-col","share-col"]},{"id":"category-col","component":"Col","label":"Category","data":["Housing","Food","Transport","Utilities","Entertainment","Other"],"type":"string"},{"id":"amount-col","component":"Col","label":"Spent","data":["$1,500","$620","$410","$300","$240","$170"],"type":"string"},{"id":"share-col","component":"Col","label":"Share","data":["46%","19%","13%","9%","7%","5%"],"type":"string"},{"id":"largest-card","component":"Card","children":["largest-header","largest-alert","largest-details"],"variant":"sunk","direction":"column","gap":"s"},{"id":"largest-header","component":"CardHeader","title":"Largest expense","subtitle":"Your biggest single transaction this month"},{"id":"largest-alert","component":"Alert","title":"$1,500 — Monthly rent","description":"Paid August 1 • Housing","variant":"info"},{"id":"largest-details","component":"TagBlock","tags":["Housing","46% of total spending"]},{"id":"add-expense-form","component":"Form","name":"add_expense","fields":["expense-description-control","expense-amount-control","expense-category-control","expense-date-control"],"buttons":"expense-buttons"},{"id":"expense-description-control","component":"FormControl","label":"Expense description","input":"expense-description","hint":"Enter the merchant or purpose."},{"id":"expense-description","component":"Input","name":"description","placeholder":"e.g. Grocery store","type":"text","rules":[{"required":true}]},{"id":"expense-amount-control","component":"FormControl","label":"Amount","input":"expense-amount","hint":"Enter the expense amount in dollars."},{"id":"expense-amount","component":"Input","name":"amount","placeholder":"0.00","type":"number","rules":[{"required":true},{"min":0.01}]},{"id":"expense-category-control","component":"FormControl","label":"Category","input":"expense-category"},{"id":"expense-category","component":"Select","name":"category","items":["cat-housing","cat-food","cat-transport","cat-utilities","cat-entertainment","cat-other"],"placeholder":"Select a category","size":"medium","rules":[{"required":true}]},{"id":"cat-housing","component":"SelectItem","value":"housing","label":"Housing"},{"id":"cat-food","component":"SelectItem","value":"food","label":"Food"},{"id":"cat-transport","component":"SelectItem","value":"transport","label":"Transport"},{"id":"cat-utilities","component":"SelectItem","value":"utilities","label":"Utilities"},{"id":"cat-entertainment","component":"SelectItem","value":"entertainment","label":"Entertainment"},{"id":"cat-other","component":"SelectItem","value":"other","label":"Other"},{"id":"expense-date-control","component":"FormControl","label":"Date","input":"expense-date"},{"id":"expense-date","component":"DatePicker","name":"expense_date","mode":"single","value":["2026-08-18"],"rules":[{"required":true}]},{"id":"expense-buttons","component":"Buttons","buttons":["add-expense-button"],"direction":"row"},{"id":"add-expense-button","component":"Button","label":"Add expense","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..c1ae0b28d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","children":["header","month-form","summary","category-card","largest-card","add-expense-form"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Personal budget check","subtitle":"Review your monthly spending and add new expenses."},{"id":"month-form","component":"Form","name":"monthSelector","fields":["month-control"],"buttons":"month-buttons"},{"id":"month-control","component":"FormControl","label":"Month","input":"month-select","hint":"Choose another month to review."},{"id":"month-select","component":"Select","name":"month","items":["month-aug","month-jul","month-jun"],"value":"2026-08","size":"medium"},{"id":"month-aug","component":"SelectItem","value":"2026-08","label":"August 2026"},{"id":"month-jul","component":"SelectItem","value":"2026-07","label":"July 2026"},{"id":"month-jun","component":"SelectItem","value":"2026-06","label":"June 2026"},{"id":"month-buttons","component":"Buttons","buttons":["view-month-button"],"direction":"row"},{"id":"view-month-button","component":"Button","label":"View month","variant":"secondary","size":"medium","action":[{"type":"submit","form":"monthSelector"}]},{"id":"summary","component":"Card","children":["summary-header","summary-progress","summary-detail","summary-status"],"variant":"card","direction":"column","gap":"s"},{"id":"summary-header","component":"CardHeader","title":"$3,240 spent of $4,000","subtitle":"August 2026"},{"id":"summary-progress","component":"Progress","value":81,"label":"81% of monthly budget used"},{"id":"summary-detail","component":"TextContent","text":"**$760 remaining** · 13 days left this month","size":"default"},{"id":"summary-status","component":"Badge","text":"On track","variant":"secondary"},{"id":"category-card","component":"Card","children":["category-header","category-chart","category-table"],"variant":"card","direction":"column","gap":"m"},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Where your $3,240 went"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food","Transport","Utilities","Entertainment","Other"],"values":[1450,620,410,320,260,180],"variant":"donut","appearance":"circular"},{"id":"category-table","component":"Table","columns":["category-col","amount-col","share-col"]},{"id":"category-col","component":"Col","label":"Category","data":["Housing","Food","Transport","Utilities","Entertainment","Other"],"type":"string"},{"id":"amount-col","component":"Col","label":"Spent","data":["$1,450","$620","$410","$320","$260","$180"],"type":"string"},{"id":"share-col","component":"Col","label":"Share","data":["44.8%","19.1%","12.7%","9.9%","8.0%","5.6%"],"type":"string"},{"id":"largest-card","component":"Card","children":["largest-badge","largest-header","largest-detail"],"variant":"sunk","direction":"column","gap":"s"},{"id":"largest-badge","component":"Badge","text":"Largest expense","variant":"secondary"},{"id":"largest-header","component":"CardHeader","title":"$1,450 · Monthly rent","subtitle":"Housing · August 1, 2026"},{"id":"largest-detail","component":"TextContent","text":"This expense represents **44.8%** of your spending this month.","size":"default"},{"id":"add-expense-form","component":"Form","name":"addExpense","fields":["expense-description-control","expense-amount-control","expense-category-control","expense-date-control"],"buttons":"expense-buttons"},{"id":"expense-description-control","component":"FormControl","label":"Expense","input":"expense-description","hint":"Enter a short description."},{"id":"expense-description","component":"Input","name":"description","placeholder":"e.g. Groceries","type":"text","rules":[{"required":true,"message":"Description is required"}]},{"id":"expense-amount-control","component":"FormControl","label":"Amount","input":"expense-amount","hint":"Enter the amount in 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expense","variant":"primary","size":"medium","action":[{"type":"submit","form":"addExpense"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..8b6dc7290
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","children":["header","month-form","summary","category-card","largest-card","add-expense-dialog"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Personal budget check","subtitle":"Review your monthly spending and keep your budget on track."},{"id":"month-form","component":"Form","name":"month_selector","fields":["month-control"],"buttons":"month-buttons"},{"id":"month-control","component":"FormControl","label":"Month","input":"month-select","hint":"Choose another month to review."},{"id":"month-select","component":"Select","name":"month","items":["month-aug","month-jul","month-jun"],"value":"2026-08","size":"medium"},{"id":"month-aug","component":"SelectItem","value":"2026-08","label":"August 2026"},{"id":"month-jul","component":"SelectItem","value":"2026-07","label":"July 2026"},{"id":"month-jun","component":"SelectItem","value":"2026-06","label":"June 2026"},{"id":"month-buttons","component":"Buttons","buttons":["view-month"],"direction":"row"},{"id":"view-month","component":"Button","label":"View month","variant":"secondary","size":"medium"},{"id":"summary","component":"Card","children":["summary-header","summary-amount","summary-progress","summary-note"],"variant":"card","direction":"column","gap":"s"},{"id":"summary-header","component":"CardHeader","title":"Monthly spending","subtitle":"August 2026"},{"id":"summary-amount","component":"Heading","text":"$3,240 of $4,000","level":"h2"},{"id":"summary-progress","component":"Progress","value":81,"label":"81% of monthly budget used"},{"id":"summary-note","component":"TextContent","text":"$760 remaining","size":"small-heavy"},{"id":"category-card","component":"Card","children":["category-header","category-chart"],"variant":"card","direction":"column","gap":"m"},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Total: $3,240"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food","Transport","Entertainment","Utilities","Other"],"values":[1500,620,410,280,250,180],"variant":"donut","appearance":"circular"},{"id":"largest-card","component":"Card","children":["largest-badge","largest-heading","largest-details"],"variant":"sunk","direction":"column","gap":"s"},{"id":"largest-badge","component":"Badge","text":"Largest expense","variant":"secondary"},{"id":"largest-heading","component":"Heading","text":"Rent — $1,500","level":"h2"},{"id":"largest-details","component":"TextContent","text":"Housing • August 1, 2026","size":"small"},{"id":"add-expense-dialog","component":"DialogBlock","triggerLabel":"Add expense","title":"Add a new expense","description":"Enter the expense details for August 2026.","content":["expense-form"],"triggerVariant":"default"},{"id":"expense-form","component":"Form","name":"add_expense","fields":["amount-control","category-control","date-control","description-control"],"buttons":"expense-buttons"},{"id":"amount-control","component":"FormControl","label":"Amount","input":"amount-input","hint":"Enter the expense amount."},{"id":"amount-input","component":"Input","name":"amount","placeholder":"0.00","type":"number"},{"id":"category-control","component":"FormControl","label":"Category","input":"category-select"},{"id":"category-select","component":"Select","name":"category","items":["cat-housing","cat-food","cat-transport","cat-entertainment","cat-utilities","cat-other"],"placeholder":"Select a category","size":"medium"},{"id":"cat-housing","component":"SelectItem","value":"housing","label":"Housing"},{"id":"cat-food","component":"SelectItem","value":"food","label":"Food"},{"id":"cat-transport","component":"SelectItem","value":"transport","label":"Transport"},{"id":"cat-entertainment","component":"SelectItem","value":"entertainment","label":"Entertainment"},{"id":"cat-utilities","component":"SelectItem","value":"utilities","label":"Utilities"},{"id":"cat-other","component":"SelectItem","value":"other","label":"Other"},{"id":"date-control","component":"FormControl","label":"Date","input":"expense-date"},{"id":"expense-date","component":"DatePicker","name":"date","mode":"single"},{"id":"description-control","component":"FormControl","label":"Description","input":"description-input","hint":"Optional note about this purchase."},{"id":"description-input","component":"Input","name":"description","placeholder":"e.g. Groceries","type":"text"},{"id":"expense-buttons","component":"Buttons","buttons":["save-expense"],"direction":"row"},{"id":"save-expense","component":"Button","label":"Save expense","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..0208c5157
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-budget__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","children":["header","month-form","overview","category-card","largest-expense","add-expense-dialog"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Personal budget check","subtitle":"Track this month’s spending and stay on budget."},{"id":"month-form","component":"Form","name":"month-selector","buttons":"month-buttons","fields":["month-control"]},{"id":"month-control","component":"FormControl","label":"View month","input":"month-picker","hint":"Choose another month to review."},{"id":"month-picker","component":"DatePicker","name":"month","mode":"single","value":["2026-08-01"]},{"id":"month-buttons","component":"Buttons","buttons":["view-month-button"],"direction":"row"},{"id":"view-month-button","component":"Button","label":"View month","variant":"secondary","size":"small","action":[{"type":"submit","form":"month-selector"}]},{"id":"overview","component":"Card","children":["overview-header","budget-progress","budget-summary","budget-status"],"variant":"card","direction":"column","gap":"s"},{"id":"overview-header","component":"CardHeader","title":"August 2026","subtitle":"Monthly budget progress"},{"id":"budget-progress","component":"Progress","value":72,"label":"72% of budget used"},{"id":"budget-summary","component":"TextContent","text":"**$2,880 spent** of **$4,000 budget**","size":"large-heavy"},{"id":"budget-status","component":"Callout","variant":"success","title":"$1,120 remaining","description":"You are currently within your monthly budget."},{"id":"category-card","component":"Card","children":["category-header","category-chart","category-table"],"variant":"card","direction":"column","gap":"m"},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Where your money went this month"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food","Transport","Entertainment","Utilities","Other"],"values":[1450,520,310,240,210,150],"variant":"donut","appearance":"circular"},{"id":"category-table","component":"Table","columns":["category-col","amount-col","share-col"]},{"id":"category-col","component":"Col","label":"Category","data":["Housing","Food","Transport","Entertainment","Utilities","Other"],"type":"string"},{"id":"amount-col","component":"Col","label":"Spent","data":["$1,450","$520","$310","$240","$210","$150"],"type":"string"},{"id":"share-col","component":"Col","label":"Share","data":["50%","18%","11%","8%","7%","5%"],"type":"string"},{"id":"largest-expense","component":"Card","children":["largest-header","largest-badge","largest-details"],"variant":"sunk","direction":"column","gap":"s"},{"id":"largest-header","component":"CardHeader","title":"Largest expense","subtitle":"Your biggest single transaction this month"},{"id":"largest-badge","component":"Badge","text":"$1,450.00","variant":"destructive"},{"id":"largest-details","component":"TextContent","text":"**Monthly rent** · Housing  \nPaid August 1, 2026","size":"large-heavy"},{"id":"add-expense-dialog","component":"DialogBlock","triggerLabel":"Add expense","title":"Add a new expense","description":"Enter the transaction details below.","content":["expense-form"],"triggerVariant":"default"},{"id":"expense-form","component":"Form","name":"add-expense","buttons":"expense-buttons","fields":["description-control","amount-control","category-control","date-control"]},{"id":"description-control","component":"FormControl","label":"Description","input":"description-input"},{"id":"description-input","component":"Input","name":"description","placeholder":"e.g. Groceries","type":"text"},{"id":"amount-control","component":"FormControl","label":"Amount","input":"amount-input","hint":"Enter the expense amount in dollars."},{"id":"amount-input","component":"Input","name":"amount","placeholder":"0.00","type":"number"},{"id":"category-control","component":"FormControl","label":"Category","input":"category-select"},{"id":"category-select","component":"Select","name":"category","items":["housing-option","food-option","transport-option","entertainment-option","utilities-option","other-option"],"placeholder":"Select a category","size":"medium"},{"id":"housing-option","component":"SelectItem","value":"housing","label":"Housing"},{"id":"food-option","component":"SelectItem","value":"food","label":"Food"},{"id":"transport-option","component":"SelectItem","value":"transport","label":"Transport"},{"id":"entertainment-option","component":"SelectItem","value":"entertainment","label":"Entertainment"},{"id":"utilities-option","component":"SelectItem","value":"utilities","label":"Utilities"},{"id":"other-option","component":"SelectItem","value":"other","label":"Other"},{"id":"date-control","component":"FormControl","label":"Date","input":"expense-date"},{"id":"expense-date","component":"DatePicker","name":"date","mode":"single","value":["2026-08-18"]},{"id":"expense-buttons","component":"Buttons","buttons":["save-expense-button"],"direction":"row"},{"id":"save-expense-button","component":"Button","label":"Save expense","variant":"primary","size":"medium","action":[{"type":"submit","form":"add-expense"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..089c5a8c6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7A4B2A","agentDisplayName":"Corner Café"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[{"id":"root","component":"Card","children":["header","special","veg-filter","menu-tabs","hours"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Corner Café","subtitle":"Freshly brewed, thoughtfully made"},{"id":"special","component":"Callout","variant":"success","title":"Today’s Special · $12.50","description":"Roasted tomato & basil grilled cheese with a cup of creamy vegetable soup. Vegetarian."},{"id":"veg-filter","component":"SwitchGroup","name":"vegetarian_filter","items":["veg-switch"],"variant":"sunk","value":[]},{"id":"veg-switch","component":"SwitchItem","name":"vegetarian_only","label":"Vegetarian items only","description":"Hide menu items containing meat or fish","defaultChecked":false},{"id":"menu-tabs","component":"Tabs","items":["drinks-tab","food-tab"]},{"id":"drinks-tab","component":"TabItem","value":"drinks","trigger":"Drinks","content":["drinks-table"]},{"id":"food-tab","component":"TabItem","value":"food","trigger":"Food","content":["food-table"]},{"id":"drinks-table","component":"Table","columns":["drink-name","drink-price"]},{"id":"drink-name","component":"Col","label":"Drink","data":["Espresso","Cappuccino","Cold Brew","Chai Latte","Fresh Lemonade"],"type":"string"},{"id":"drink-price","component":"Col","label":"Price","data":["$3.00","$4.50","$4.75","$4.25","$3.75"],"type":"string"},{"id":"food-table","component":"Table","columns":["food-name","food-price","food-diet"]},{"id":"food-name","component":"Col","label":"Food","data":["Avocado Toast","Turkey Club","Mushroom Melt","Chicken Caesar Wrap","Berry Yogurt Bowl"],"type":"string"},{"id":"food-price","component":"Col","label":"Price","data":["$9.50","$11.00","$10.25","$10.50","$8.00"],"type":"string"},{"id":"food-diet","component":"Col","label":"Diet","data":["Vegetarian","Contains meat","Vegetarian","Contains meat","Vegetarian"],"type":"string"},{"id":"hours","component":"Card","children":["hours-title","hours-table"],"variant":"sunk","direction":"column","gap":"s"},{"id":"hours-title","component":"Heading","text":"Opening Hours","level":"h3"},{"id":"hours-table","component":"Table","columns":["hours-days","hours-times"]},{"id":"hours-days","component":"Col","label":"Days","data":["Monday–Friday","Saturday","Sunday"],"type":"string"},{"id":"hours-times","component":"Col","label":"Hours","data":["7:00 AM–6:00 PM","8:00 AM–5:00 PM","8:00 AM–3:00 PM"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..607686f9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5E3C","agentDisplayName":"The Corner Café"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[{"id":"root","component":"Card","children":["header","special","veg-filter","menu-tabs","hours"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"Card","children":["title","subtitle"],"variant":"card","direction":"column","gap":"xs","align":"center"},{"id":"title","component":"Heading","text":"The Corner Café","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Fresh coffee, good food, warm company","size":"default"},{"id":"special","component":"Callout","variant":"success","title":"Today's Special · $12.50","description":"Roasted vegetable focaccia with basil pesto, mozzarella, and a side salad. Vegetarian."},{"id":"veg-filter","component":"SwitchGroup","name":"vegetarian_filter","items":["veg-switch"],"variant":"sunk","value":[]},{"id":"veg-switch","component":"SwitchItem","name":"vegetarian_only","label":"Vegetarian items only","description":"Hide menu items containing meat or fish","defaultChecked":false},{"id":"menu-tabs","component":"Tabs","items":["drinks-tab","food-tab"]},{"id":"drinks-tab","component":"TabItem","value":"drinks","trigger":"Drinks","content":["drinks-table"]},{"id":"drinks-table","component":"Table","columns":["drink-name","drink-price","drink-diet"]},{"id":"drink-name","component":"Col","label":"Drink","data":["Espresso","Cappuccino","Cold Brew","Chai Latte","Fresh Orange Juice"],"type":"string"},{"id":"drink-price","component":"Col","label":"Price","data":["$3.00","$4.50","$4.75","$4.25","$5.00"],"type":"string"},{"id":"drink-diet","component":"Col","label":"Diet","data":["Vegetarian","Vegetarian","Vegetarian","Vegetarian","Vegetarian"],"type":"string"},{"id":"food-tab","component":"TabItem","value":"food","trigger":"Food","content":["food-table"]},{"id":"food-table","component":"Table","columns":["food-name","food-price","food-diet"]},{"id":"food-name","component":"Col","label":"Food","data":["Avocado Toast","Roasted Veg Focaccia","Ham & Gruyère Croissant","Chicken Pesto Panini","Blueberry Oat Bowl"],"type":"string"},{"id":"food-price","component":"Col","label":"Price","data":["$9.50","$12.50","$8.00","$11.75","$7.50"],"type":"string"},{"id":"food-diet","component":"Col","label":"Diet","data":["Vegetarian","Vegetarian","Contains meat","Contains meat","Vegetarian"],"type":"string"},{"id":"hours","component":"Card","children":["hours-header","hours-table"],"variant":"sunk","direction":"column","gap":"s"},{"id":"hours-header","component":"CardHeader","title":"Opening Hours","subtitle":"Kitchen closes 30 minutes before café closing"},{"id":"hours-table","component":"Table","columns":["days","times"]},{"id":"days","component":"Col","label":"Days","data":["Monday–Friday","Saturday","Sunday"],"type":"string"},{"id":"times","component":"Col","label":"Hours","data":["7:00 AM–6:00 PM","8:00 AM–6:00 PM","8:00 AM–4:00 PM"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..fa177ec3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#8B5E3C","agentDisplayName":"Oak & Bean Café"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[{"id":"root","component":"Card","children":["header","special","veg-filter","menu-tabs","hours"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"Card","children":["title","subtitle"],"variant":"card","direction":"column","gap":"xs","align":"center"},{"id":"title","component":"Heading","text":"Oak & Bean Café","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Fresh coffee, wholesome food, good company.","size":"default"},{"id":"special","component":"Callout","variant":"success","title":"Today's Special · $12.50","description":"Roasted vegetable focaccia with basil pesto, mozzarella, and a small house salad. Vegetarian."},{"id":"veg-filter","component":"SwitchGroup","name":"vegetarian_filter","items":["veg-switch"],"variant":"sunk","value":[]},{"id":"veg-switch","component":"SwitchItem","name":"vegetarian_only","label":"Vegetarian items only","description":"Hide menu items containing meat or fish.","defaultChecked":false},{"id":"menu-tabs","component":"Tabs","items":["drinks-tab","food-tab"]},{"id":"drinks-tab","component":"TabItem","value":"drinks","trigger":"Drinks","content":["drinks-table"]},{"id":"drinks-table","component":"Table","columns":["drink-name","drink-price"]},{"id":"drink-name","component":"Col","label":"Drink","data":["Espresso","Americano","Cappuccino","Café Latte","Chai Latte","Hot Chocolate","Iced Tea","Fresh Orange Juice"],"type":"string"},{"id":"drink-price","component":"Col","label":"Price","data":["$3.00","$3.50","$4.50","$4.75","$4.50","$4.25","$3.75","$5.00"],"type":"string"},{"id":"food-tab","component":"TabItem","value":"food","trigger":"Food","content":["food-table","veg-note"]},{"id":"food-table","component":"Table","columns":["food-name","food-diet","food-price"]},{"id":"food-name","component":"Col","label":"Food","data":["Butter Croissant","Avocado Toast","Roasted Veggie Focaccia","Ham & Gruyère Toastie","Chicken Pesto Panini","Greek Salad","Blueberry Muffin"],"type":"string"},{"id":"food-diet","component":"Col","label":"Diet","data":["Vegetarian","Vegetarian","Vegetarian","Contains meat","Contains meat","Vegetarian","Vegetarian"],"type":"string"},{"id":"food-price","component":"Col","label":"Price","data":["$4.00","$9.50","$10.50","$11.00","$11.50","$9.75","$4.25"],"type":"string"},{"id":"veg-note","component":"TextContent","text":"Vegetarian items are clearly marked. Please ask our team about allergens and substitutions.","size":"small"},{"id":"hours","component":"Card","children":["hours-header","hours-table"],"variant":"sunk","direction":"column","gap":"s"},{"id":"hours-header","component":"CardHeader","title":"Opening Hours","subtitle":"Kitchen closes 30 minutes before the café."},{"id":"hours-table","component":"Table","columns":["hours-day","hours-time"]},{"id":"hours-day","component":"Col","label":"Day","data":["Monday–Friday","Saturday","Sunday"],"type":"string"},{"id":"hours-time","component":"Col","label":"Hours","data":["7:00 AM–6:00 PM","8:00 AM–6:00 PM","8:00 AM–4:00 PM"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..1e2c32c77
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"cafe-menu","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7A4B2A","agentDisplayName":"The Daily Cup"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"cafe-menu","components":[{"id":"root","component":"Card","children":["menu-header","today-special","vegetarian-filter","menu-tabs","hours-card"],"variant":"clear","direction":"column","gap":"l"},{"id":"menu-header","component":"CardHeader","title":"The Daily Cup","subtitle":"Fresh coffee, good food, every day"},{"id":"today-special","component":"Callout","variant":"success","title":"Today's Special · $12.50","description":"Roasted vegetable focaccia with basil pesto, mozzarella, and a small house lemonade. Vegetarian."},{"id":"vegetarian-filter","component":"SwitchGroup","name":"menu-filter","items":["vegetarian-only"],"variant":"sunk","value":[]},{"id":"vegetarian-only","component":"SwitchItem","name":"vegetarian-only","label":"Vegetarian items only","description":"Hide menu items containing meat or fish","defaultChecked":false},{"id":"menu-tabs","component":"Tabs","items":["drinks-tab","food-tab"]},{"id":"drinks-tab","component":"TabItem","value":"drinks","trigger":"Drinks","content":["drinks-table"]},{"id":"drinks-table","component":"Table","columns":["drink-name","drink-price"]},{"id":"drink-name","component":"Col","label":"Drink","data":["Espresso","Americano","Cappuccino","Café Latte","Chai Latte","House Lemonade","Iced Tea"],"type":"string"},{"id":"drink-price","component":"Col","label":"Price","data":["$3.00","$3.50","$4.50","$4.75","$4.75","$4.00","$3.75"],"type":"string"},{"id":"food-tab","component":"TabItem","value":"food","trigger":"Food","content":["food-table","vegetarian-note"]},{"id":"food-table","component":"Table","columns":["food-name","food-price","food-diet"]},{"id":"food-name","component":"Col","label":"Food","data":["Butter Croissant","Avocado Toast","Roasted Vegetable Focaccia","Turkey & Swiss Sandwich","Granola Yogurt Bowl","Chicken Pesto Panini"],"type":"string"},{"id":"food-price","component":"Col","label":"Price","data":["$4.00","$9.50","$10.50","$11.00","$8.00","$11.50"],"type":"string"},{"id":"food-diet","component":"Col","label":"Diet","data":["Vegetarian","Vegetarian","Vegetarian","","Vegetarian",""],"type":"string"},{"id":"vegetarian-note","component":"TextContent","text":"🌿 Vegetarian items are clearly marked.","size":"small"},{"id":"hours-card","component":"Card","children":["hours-header","hours-table"],"variant":"sunk","direction":"column","gap":"s"},{"id":"hours-header","component":"CardHeader","title":"Opening Hours","subtitle":"Kitchen closes 30 minutes before the café"},{"id":"hours-table","component":"Table","columns":["hours-days","hours-times"]},{"id":"hours-days","component":"Col","label":"Days","data":["Monday–Friday","Saturday","Sunday"],"type":"string"},{"id":"hours-times","component":"Col","label":"Hours","data":["7:00 AM–6:00 PM","8:00 AM–6:00 PM","8:00 AM–4:00 PM"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..70e4b646a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-course__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Course Learning"}}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..161266e71
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-event__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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+</a2ui-json>
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+{"version":"v0.9","updateComponents":{"surfaceId":"conference-landing","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["hero","countdown","agenda-card","speakers-card","tickets-card","registration-card"]},{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"m","children":["event-tags","event-title","event-summary","event-details"]},{"id":"event-tags","component":"TagBlock","tags":["Technology","Design","Leadership"]},{"id":"event-title","component":"Heading","text":"Future Forward Conference 2026","level":"h1"},{"id":"event-summary","component":"TextContent","text":"One inspiring day exploring how technology, design, and human ingenuity will shape what comes next.","size":"large"},{"id":"event-details","component":"TextCallout","variant":"info","title":"October 15, 2026 · 9:00 AM–6:00 PM","description":"Harbor Convention Center · 200 Bay Street, San Francisco, 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Your information will not be sold.","size":"small"}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..8a99d4e57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Daily Fitness"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"id":"root","component":"Card","children":["header","metrics","weekly","log-workout"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Today's activity","subtitle":"Tuesday, August 18"},{"id":"metrics","component":"Card","children":["steps-heading","steps-summary","steps-progress","calories-separator","calories-heading","calories-value"],"variant":"card","direction":"column","gap":"s"},{"id":"steps-heading","component":"Heading","text":"Steps","level":"h2"},{"id":"steps-summary","component":"TextContent","text":"**7,650** of 10,000 steps","size":"large"},{"id":"steps-progress","component":"Progress","value":76.5,"label":"77% of daily goal"},{"id":"calories-separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"calories-heading","component":"Heading","text":"Calories burned","level":"h2"},{"id":"calories-value","component":"TextContent","text":"**540 kcal**","size":"large"},{"id":"weekly","component":"Card","children":["weekly-header","weekly-chart","weekly-series"],"variant":"card","direction":"column","gap":"m"},{"id":"weekly-header","component":"CardHeader","title":"Workouts this week","subtitle":"Minutes trained each day"},{"id":"weekly-chart","component":"BarChart","labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"],"series":["weekly-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},{"id":"weekly-series","component":"Series","category":"Workout minutes","values":[35,0,50,65,25,40,45]},{"id":"log-workout","component":"Card","children":["log-header","workout-form","workout-type-control","workout-type","type-run","type-walk","type-cycle","type-strength","type-yoga","duration-control","duration-input","notes-control","notes-input","form-buttons","save-button"],"variant":"sunk","direction":"column","gap":"m"},{"id":"log-header","component":"CardHeader","title":"Log a new workout","subtitle":"Add today's training to your weekly summary."},{"id":"workout-form","component":"Form","name":"log-workout","buttons":"form-buttons","fields":["workout-type-control","duration-control","notes-control"]},{"id":"workout-type-control","component":"FormControl","label":"Workout type","input":"workout-type"},{"id":"workout-type","component":"Select","name":"workoutType","items":["type-run","type-walk","type-cycle","type-strength","type-yoga"],"placeholder":"Choose a workout","size":"medium"},{"id":"type-run","component":"SelectItem","value":"running","label":"Running"},{"id":"type-walk","component":"SelectItem","value":"walking","label":"Walking"},{"id":"type-cycle","component":"SelectItem","value":"cycling","label":"Cycling"},{"id":"type-strength","component":"SelectItem","value":"strength","label":"Strength training"},{"id":"type-yoga","component":"SelectItem","value":"yoga","label":"Yoga"},{"id":"duration-control","component":"FormControl","label":"Duration (minutes)","input":"duration-input","hint":"Enter the total active time."},{"id":"duration-input","component":"Input","name":"duration","placeholder":"e.g. 45","type":"number"},{"id":"notes-control","component":"FormControl","label":"Notes","input":"notes-input","hint":"Optional"},{"id":"notes-input","component":"TextArea","name":"notes","placeholder":"How did it feel?","rows":3},{"id":"form-buttons","component":"Buttons","buttons":["save-button"],"direction":"row"},{"id":"save-button","component":"Button","label":"Save workout","variant":"primary","size":"medium","action":[{"type":"submit","form":"log-workout"}]}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..72a546871
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..9904755dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..182dde2da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#22C55E","agentDisplayName":"Daily Fitness"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"id":"root","component":"Card","children":["header","metrics","weekly-card","log-card"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Today’s activity","subtitle":"Tuesday, August 18"},{"id":"metrics","component":"Card","children":["steps-title","steps-value","steps-progress","steps-caption","metrics-separator","calories-title","calories-value"],"variant":"card","direction":"column","gap":"s"},{"id":"steps-title","component":"TextContent","text":"Steps","size":"small-heavy"},{"id":"steps-value","component":"Heading","text":"7,840 / 10,000","level":"h2"},{"id":"steps-progress","component":"Progress","value":78.4,"label":"78% of daily goal"},{"id":"steps-caption","component":"TextContent","text":"2,160 steps to go","size":"small"},{"id":"metrics-separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"calories-title","component":"TextContent","text":"Calories burned","size":"small-heavy"},{"id":"calories-value","component":"Heading","text":"540 kcal","level":"h2"},{"id":"weekly-card","component":"Card","children":["weekly-header","weekly-chart","workout-series","weekly-note"],"variant":"card","direction":"column","gap":"m"},{"id":"weekly-header","component":"CardHeader","title":"Workouts this week","subtitle":"Minutes completed each day"},{"id":"weekly-chart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["workout-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},{"id":"workout-series","component":"Series","category":"Workout minutes","values":[35,45,0,50,30,65,40]},{"id":"weekly-note","component":"Callout","variant":"success","title":"Strong week","description":"You completed 5 workouts and 265 active minutes."},{"id":"log-card","component":"Card","children":["log-header","workout-form","workout-type-control","workout-type","type-strength","type-running","type-cycling","type-yoga","duration-control","duration-input","form-buttons","log-button"],"variant":"sunk","direction":"column","gap":"m"},{"id":"log-header","component":"CardHeader","title":"Log a new workout","subtitle":"Add today’s activity to your weekly summary."},{"id":"workout-form","component":"Form","name":"log-workout","buttons":"form-buttons","fields":["workout-type-control","duration-control"]},{"id":"workout-type-control","component":"FormControl","label":"Workout type","input":"workout-type"},{"id":"workout-type","component":"Select","name":"workoutType","items":["type-strength","type-running","type-cycling","type-yoga"],"placeholder":"Choose a workout","size":"medium"},{"id":"type-strength","component":"SelectItem","value":"strength","label":"Strength training"},{"id":"type-running","component":"SelectItem","value":"running","label":"Running"},{"id":"type-cycling","component":"SelectItem","value":"cycling","label":"Cycling"},{"id":"type-yoga","component":"SelectItem","value":"yoga","label":"Yoga"},{"id":"duration-control","component":"FormControl","label":"Duration (minutes)","input":"duration-input","hint":"Enter the total active time."},{"id":"duration-input","component":"Input","name":"duration","placeholder":"30","type":"number"},{"id":"form-buttons","component":"Buttons","buttons":["log-button"],"direction":"row"},{"id":"log-button","component":"Button","label":"Log workout","variant":"primary","size":"medium","action":[{"type":"submit","form":"log-workout"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..b71669931
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#635BFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-job-posting","components":[{"id":"root","component":"Card","children":["job-header","job-summary","divider-1","details-layout","divider-2","apply-form"],"variant":"clear","direction":"column","gap":"l"},{"id":"job-header","component":"Card","children":["job-badge","role-title","team-name","header-actions"],"variant":"card","direction":"column","gap":"s"},{"id":"job-badge","component":"Badge","text":"Now hiring","variant":"secondary"},{"id":"role-title","component":"Heading","text":"Senior Product Designer","level":"h1"},{"id":"team-name","component":"TextContent","text":"Design Team · Product Experience","size":"large-heavy"},{"id":"header-actions","component":"Buttons","buttons":["share-button"],"direction":"row"},{"id":"share-button","component":"Button","label":"Share this posting","action":[{"type":"share","title":"Senior Product Designer","text":"Join the Product Experience design team as a Senior Product Designer.","url":"https://example.com/careers/senior-product-designer"}],"variant":"secondary","size":"medium"},{"id":"job-summary","component":"Card","children":["summary-heading","summary-text"],"variant":"clear","direction":"column","gap":"s"},{"id":"summary-heading","component":"Heading","text":"About the role","level":"h2"},{"id":"summary-text","component":"TextContent","text":"Shape thoughtful, accessible product experiences from early discovery through launch. You’ll partner with product, engineering, research, and content to turn complex customer needs into clear, elegant workflows.","size":"default"},{"id":"divider-1","component":"Separator","orientation":"horizontal","decorative":true},{"id":"details-layout","component":"Card","children":["qualifications-card","compensation-card"],"variant":"clear","direction":"row","gap":"l","align":"stretch"},{"id":"qualifications-card","component":"Card","children":["qualifications-heading","qualifications-list"],"variant":"sunk","direction":"column","gap":"s","weight":2},{"id":"qualifications-heading","component":"Heading","text":"Main qualifications","level":"h2"},{"id":"qualifications-list","component":"MarkDownRenderer","textMarkdown":"- 5+ years designing digital products or complex workflows\n- A portfolio showing strong systems thinking and polished interaction design\n- Experience leading projects from discovery and prototyping through delivery\n- Excellent visual, communication, and cross-functional collaboration skills\n- Commitment to accessible and inclusive design practices","variant":"clear"},{"id":"compensation-card","component":"Card","children":["compensation-heading","salary","salary-note"],"variant":"sunk","direction":"column","gap":"s","weight":1},{"id":"compensation-heading","component":"Heading","text":"Salary range","level":"h2"},{"id":"salary","component":"TextContent","text":"$145,000–$185,000 USD","size":"large-heavy"},{"id":"salary-note","component":"TextContent","text":"Annual base salary. Final compensation depends on location, experience, and skills; benefits and equity may be offered separately.","size":"small"},{"id":"divider-2","component":"Separator","orientation":"horizontal","decorative":true},{"id":"apply-form","component":"Form","name":"design-role-application","buttons":"apply-buttons","fields":["name-control","email-control","resume-control"]},{"id":"name-control","component":"FormControl","label":"Full name","input":"name-input","hint":"Enter your first and last name."},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Jordan Lee","type":"text","rules":[{"required":true,"message":"Please enter your name."}]},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"We’ll use this to contact you about your application."},{"id":"email-input","component":"Input","name":"email","placeholder":"jordan@example.com","type":"email","rules":[{"required":true,"message":"Please enter your email."}]},{"id":"resume-control","component":"FormControl","label":"Resume link","input":"resume-input","hint":"Share a public link to your resume, portfolio, or both."},{"id":"resume-input","component":"Input","name":"resumeUrl","placeholder":"https://portfolio.example.com/resume","type":"url","rules":[{"required":true,"message":"Please provide a resume link."}]},{"id":"apply-buttons","component":"Buttons","buttons":["apply-button"],"direction":"row"},{"id":"apply-button","component":"Button","label":"Submit application","action":[{"type":"submit","form":"design-role-application"}],"variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..3bc095e5d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D5CE7","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-job-posting","components":[{"id":"root","component":"Card","children":["job-header","job-meta","role-description","divider-1","qualifications-heading","qualifications","divider-2","compensation-heading","salary","salary-note","divider-3","application-heading","application-intro","application-form","divider-4","share-heading","share-actions"],"variant":"clear","direction":"column","gap":"m"},{"id":"job-header","component":"CardHeader","title":"Senior Product Designer","subtitle":"Product Design Team"},{"id":"job-meta","component":"TagBlock","tags":["Full-time","Remote-friendly","Design"]},{"id":"role-description","component":"TextContent","text":"Shape intuitive, inclusive product experiences from early discovery through launch. You’ll partner with product, engineering, and research to turn complex customer needs into clear, polished workflows.","size":"large"},{"id":"divider-1","component":"Separator","orientation":"horizontal","decorative":true},{"id":"qualifications-heading","component":"Heading","text":"What we’re looking for","level":"h2"},{"id":"qualifications","component":"MarkDownRenderer","textMarkdown":"- 5+ years of product or UX design experience\n- A portfolio demonstrating end-to-end product thinking and strong visual craft\n- Fluency in user flows, prototyping, interaction design, and design systems\n- Experience conducting or partnering on customer research and usability testing\n- Clear communication and effective cross-functional collaboration\n- Commitment to accessible and inclusive design","variant":"sunk"},{"id":"divider-2","component":"Separator","orientation":"horizontal","decorative":true},{"id":"compensation-heading","component":"Heading","text":"Compensation","level":"h2"},{"id":"salary","component":"TextCallout","variant":"success","title":"$145,000–$180,000 USD","description":"Annual base salary range, plus benefits and equity eligibility."},{"id":"salary-note","component":"TextContent","text":"Final compensation depends on location, experience, skills, and other job-related factors.","size":"small"},{"id":"divider-3","component":"Separator","orientation":"horizontal","decorative":true},{"id":"application-heading","component":"Heading","text":"Apply for this role","level":"h2"},{"id":"application-intro","component":"TextContent","text":"Tell us how to reach you and include a public link to your résumé or CV.","size":"default"},{"id":"application-form","component":"Form","name":"design-role-application","buttons":"application-buttons","fields":["name-control","email-control","resume-control"]},{"id":"name-control","component":"FormControl","label":"Full name","input":"name-input","hint":"Enter your first and last name."},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Jordan Lee","type":"text","rules":[{"required":true,"message":"Full name is required."}]},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"We’ll use this to contact you about your application."},{"id":"email-input","component":"Input","name":"email","placeholder":"jordan@example.com","type":"email","rules":[{"required":true,"message":"Email is required."}]},{"id":"resume-control","component":"FormControl","label":"Résumé or CV link","input":"resume-input","hint":"Use a publicly accessible URL to your résumé, CV, or portfolio."},{"id":"resume-input","component":"Input","name":"resumeUrl","placeholder":"https://example.com/resume","type":"url","rules":[{"required":true,"message":"A résumé link is required."}]},{"id":"application-buttons","component":"Buttons","buttons":["apply-button"],"direction":"row"},{"id":"apply-button","component":"Button","label":"Submit application","action":[{"type":"submit","form":"design-role-application"}],"variant":"primary","size":"large"},{"id":"divider-4","component":"Separator","orientation":"horizontal","decorative":true},{"id":"share-heading","component":"Heading","text":"Share this posting","level":"h2"},{"id":"share-actions","component":"Buttons","buttons":["copy-link-button","share-email-button","share-linkedin-button"],"direction":"row"},{"id":"copy-link-button","component":"Button","label":"Copy link","action":[{"type":"copy","value":"https://careers.example.com/jobs/senior-product-designer"}],"variant":"secondary","size":"medium"},{"id":"share-email-button","component":"Button","label":"Share by email","action":[{"type":"openUrl","url":"mailto:?subject=Senior%20Product%20Designer%20role&body=Take%20a%20look%20at%20this%20role%3A%20https%3A%2F%2Fcareers.example.com%2Fjobs%2Fsenior-product-designer"}],"variant":"tertiary","size":"medium"},{"id":"share-linkedin-button","component":"Button","label":"Share on LinkedIn","action":[{"type":"openUrl","url":"https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fcareers.example.com%2Fjobs%2Fsenior-product-designer"}],"variant":"tertiary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..9b738e1c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#635BFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-posting","components":[{"id":"root","component":"Card","children":["header","summary","details","separator","apply-section","share-section"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"Card","children":["role-title","team-row"],"variant":"card","direction":"column","gap":"s"},{"id":"role-title","component":"Heading","text":"Senior Product Designer","level":"h1"},{"id":"team-row","component":"Card","children":["team-label","location-badge","employment-badge"],"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},{"id":"team-label","component":"TextContent","text":"Design Team","size":"large-heavy"},{"id":"location-badge","component":"Badge","text":"Remote — US","variant":"secondary"},{"id":"employment-badge","component":"Badge","text":"Full-time","variant":"outline"},{"id":"summary","component":"TextContent","text":"Shape thoughtful, accessible experiences used by growing teams worldwide. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..bfa423921
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-job__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#635BFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-job-posting","components":[{"id":"root","component":"Card","children":["header","meta","description","qualifications","salary","separator","apply-form","share-section"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Senior Product Designer","subtitle":"Product Design Team"},{"id":"meta","component":"TagBlock","tags":["Full-time","Remote-friendly","Design"]},{"id":"description","component":"TextCallout","variant":"info","title":"About the role","description":"Shape intuitive, inclusive product experiences from early discovery through launch. You’ll partner with product, engineering, and research to turn complex customer needs into clear, polished workflows."},{"id":"qualifications","component":"Card","children":["qualifications-heading","qualifications-list"],"variant":"sunk","direction":"column","gap":"s"},{"id":"qualifications-heading","component":"Heading","text":"Main qualifications","level":"h2"},{"id":"qualifications-list","component":"MarkDownRenderer","textMarkdown":"- 5+ years of product or UX design experience\n- A portfolio demonstrating strong interaction and visual design\n- Experience leading discovery, prototyping, and usability testing\n- Fluency with modern design and prototyping tools\n- Excellent communication and cross-functional collaboration skills\n- Commitment to accessible, inclusive design","variant":"clear"},{"id":"salary","component":"Callout","variant":"success","title":"Salary range","description":"$145,000–$180,000 USD annually, plus equity and benefits. Final compensation depends on location, experience, and skills."},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"apply-form","component":"Form","name":"design-role-application","buttons":"apply-buttons","fields":["name-control","email-control","resume-control"]},{"id":"name-control","component":"FormControl","label":"Full name","input":"name-input","hint":"Enter your preferred professional name."},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Alex Morgan","type":"text","rules":[{"required":true,"message":"Name is required."}]},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input","hint":"We’ll use this to contact you about your application."},{"id":"email-input","component":"Input","name":"email","placeholder":"alex@example.com","type":"email","rules":[{"required":true,"message":"Email is required."}]},{"id":"resume-control","component":"FormControl","label":"Resume link","input":"resume-input","hint":"Share a public link to your resume or portfolio."},{"id":"resume-input","component":"Input","name":"resumeUrl","placeholder":"https://example.com/resume","type":"url","rules":[{"required":true,"message":"Resume link is required."}]},{"id":"apply-buttons","component":"Buttons","buttons":["apply-button"],"direction":"row"},{"id":"apply-button","component":"Button","label":"Submit application","action":[{"type":"submit","form":"design-role-application"}],"variant":"primary","size":"large"},{"id":"share-section","component":"Card","children":["share-heading","share-text","share-buttons"],"variant":"sunk","direction":"column","gap":"s"},{"id":"share-heading","component":"Heading","text":"Share this opportunity","level":"h3"},{"id":"share-text","component":"TextContent","text":"Know a great designer? Send them this posting.","size":"small"},{"id":"share-buttons","component":"Buttons","buttons":["copy-link-button","email-share-button"],"direction":"row"},{"id":"copy-link-button","component":"Button","label":"Copy posting link","action":[{"type":"copy","value":"https://careers.example.com/jobs/senior-product-designer"}],"variant":"secondary","size":"medium"},{"id":"email-share-button","component":"Button","label":"Share by email","action":[{"type":"openUrl","url":"mailto:?subject=Senior%20Product%20Designer%20opportunity&body=Take%20a%20look%20at%20this%20role%3A%20https%3A%2F%2Fcareers.example.com%2Fjobs%2Fsenior-product-designer"}],"variant":"tertiary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..3db77d6ed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Monthly Sales Check"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"founder-monthly-sales","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","trend-card","products-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["title","download"]},{"id":"title","component":"CardHeader","title":"Monthly sales check","subtitle":"August 2026 performance overview"},{"id":"download","component":"Button","label":"Download numbers","variant":"primary","size":"medium","action":[{"type":"download","format":"csv","filename":"monthly-sales-august-2026.csv"}],"accessibility":{"label":"Download sales numbers","description":"Downloads this month's sales report as a CSV file"}},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","children":["revenue-card","conversion-card"]},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenue-label","revenue-value","revenue-change"],"weight":1},{"id":"revenue-label","component":"TextContent","text":"Revenue this month","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$184,620","level":"h2"},{"id":"revenue-change","component":"Tag","text":"↑ 12.4% vs. last month","variant":"success","size":"sm"},{"id":"conversion-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["conversion-label","conversion-value","conversion-note"],"weight":1},{"id":"conversion-label","component":"TextContent","text":"Conversion","size":"small-heavy"},{"id":"conversion-value","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversion-note","component":"TextContent","text":"9,420 visitors · 452 orders","size":"small"},{"id":"trend-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["trend-header","trend-chart"]},{"id":"trend-header","component":"CardHeader","title":"Revenue trend","subtitle":"Last six months"},{"id":"trend-chart","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},{"id":"revenue-series","component":"Series","category":"Revenue","values":[128400,137900,149200,143800,164300,184620]},{"id":"products-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["products-header","products-table"]},{"id":"products-header","component":"CardHeader","title":"Best-selling products","subtitle":"Top three by units sold this month"},{"id":"products-table","component":"Table","columns":["rank-col","product-col","units-col"]},{"id":"rank-col","component":"Col","label":"Rank","data":[1,2,3],"type":"number"},{"id":"product-col","component":"Col","label":"Product","data":["Growth Pro Plan","Analytics Add-on","Team Starter Plan"],"type":"string"},{"id":"units-col","component":"Col","label":"Units sold","data":[186,143,118],"type":"number"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..be3c3744e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Check"}}}
+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..5c4727461
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Check"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"founder-monthly-sales-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","trend-card","products-card","download-actions"]},{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"August 2026 • Founder overview"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["revenue-card","conversion-card"]},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["revenue-label","revenue-value","revenue-change"]},{"id":"revenue-label","component":"TextContent","text":"Revenue this month","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$128,450","level":"h2"},{"id":"revenue-change","component":"Tag","text":"↑ 12.4% vs. last month","variant":"success","size":"sm"},{"id":"conversion-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["conversion-label","conversion-value","conversion-note"]},{"id":"conversion-label","component":"TextContent","text":"Conversion","size":"small-heavy"},{"id":"conversion-value","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversion-note","component":"TextContent","text":"3,211 orders from 66,896 visits","size":"small"},{"id":"trend-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["trend-header","trend-chart"]},{"id":"trend-header","component":"CardHeader","title":"Revenue trend","subtitle":"Last six months"},{"id":"trend-chart","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},{"id":"revenue-series","component":"Series","category":"Revenue","values":[84200,91750,88600,103400,114280,128450]},{"id":"products-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["products-header","products-table"]},{"id":"products-header","component":"CardHeader","title":"Best-selling products","subtitle":"Top three by units sold this month"},{"id":"products-table","component":"Table","columns":["product-col","units-col","rank-col"]},{"id":"product-col","component":"Col","label":"Product","data":["Starter Kit","Pro Subscription","Analytics Add-on"],"type":"string"},{"id":"units-col","component":"Col","label":"Units sold","data":[1248,936,714],"type":"number"},{"id":"rank-col","component":"Col","label":"Rank","data":["#1","#2","#3"],"type":"string"},{"id":"download-actions","component":"Buttons","direction":"row","buttons":["download-button"]},{"id":"download-button","component":"Button","label":"Download numbers (CSV)","variant":"primary","size":"medium","action":[{"type":"download","format":"csv","filename":"monthly-sales-august-2026.csv"}],"accessibility":{"label":"Download sales numbers","description":"Downloads this monthly sales report as a CSV file"}}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..777e1f050
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-sales__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Monthly Sales Check"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"founder-monthly-sales","components":[{"id":"root","component":"Card","children":["header","metrics","trend-card","products-card","download-actions"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"CardHeader","title":"Monthly Sales Check","subtitle":"August 2026 performance overview"},{"id":"metrics","component":"Card","children":["revenue-label","revenue-value","conversion-label","conversion-value"],"variant":"card","direction":"row","gap":"xl","justify":"between","wrap":true},{"id":"revenue-label","component":"TextContent","text":"Revenue this month","size":"small-heavy"},{"id":"revenue-value","component":"TextContent","text":"**$128,450**","size":"large-heavy"},{"id":"conversion-label","component":"TextContent","text":"Conversion","size":"small-heavy"},{"id":"conversion-value","component":"TextContent","text":"**4.8%**","size":"large-heavy"},{"id":"trend-card","component":"Card","children":["trend-header","revenue-trend"],"variant":"card","direction":"column","gap":"m"},{"id":"trend-header","component":"CardHeader","title":"Revenue over the last six months","subtitle":"March–August 2026"},{"id":"revenue-trend","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},{"id":"revenue-series","component":"Series","category":"Revenue","values":[84200,91300,88750,104600,116900,128450]},{"id":"products-card","component":"Card","children":["products-header","products-table"],"variant":"card","direction":"column","gap":"m"},{"id":"products-header","component":"CardHeader","title":"Top 3 best-selling products","subtitle":"Ranked by units sold this month"},{"id":"products-table","component":"Table","columns":["rank-col","product-col","units-col"]},{"id":"rank-col","component":"Col","label":"Rank","data":[1,2,3],"type":"number"},{"id":"product-col","component":"Col","label":"Product","data":["Pro Plan","Starter Kit","Analytics Add-on"],"type":"string"},{"id":"units-col","component":"Col","label":"Units sold","data":[842,615,397],"type":"number"},{"id":"download-actions","component":"Buttons","buttons":["download-button"],"direction":"row"},{"id":"download-button","component":"Button","label":"Download numbers (CSV)","action":[{"type":"download","format":"csv","filename":"monthly-sales-august-2026.csv"}],"variant":"primary","size":"medium","accessibility":{"label":"Download sales numbers","description":"Downloads the August 2026 monthly sales figures as a CSV file"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..d0c57e274
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup-today","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Remote Team Standup"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup-today","components":[{"id":"root","component":"Card","children":["header","summary","blocked-alert","updates-heading","updates-list","post-card"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"Card","children":["title","date"],"variant":"clear","direction":"column","gap":"xs"},{"id":"title","component":"Heading","text":"Async standup","level":"h1"},{"id":"date","component":"TextContent","text":"Tuesday, August 18, 2026","size":"default"},{"id":"summary","component":"Card","children":["summary-title","summary-progress","summary-text"],"variant":"sunk","direction":"column","gap":"s"},{"id":"summary-title","component":"Heading","text":"Today’s participation","level":"h3"},{"id":"summary-progress","component":"Progress","value":60,"label":"3 of 5 updates posted"},{"id":"summary-text","component":"TextContent","text":"**2 updates still missing** — Priya and Mateo haven’t checked in yet.","size":"small-heavy"},{"id":"blocked-alert","component":"Alert","title":"1 teammate is blocked","description":"Jordan is waiting on production API credentials from Platform. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..e607810b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..706538400
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..aba7ae188
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-standup__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup","components":[{"id":"root","component":"Card","children":["header","summary","blocked-alert","updates-heading","updates","post-heading","post-form"],"variant":"clear","direction":"column","gap":"l"},{"id":"header","component":"Card","children":["title","date"],"variant":"card","direction":"column","gap":"xs"},{"id":"title","component":"Heading","text":"Async Standup","level":"h1"},{"id":"date","component":"TextContent","text":"Today · August 18, 2026","size":"small"},{"id":"summary","component":"Card","children":["summary-title","missing-progress","missing-text"],"variant":"sunk","direction":"column","gap":"s"},{"id":"summary-title","component":"TextContent","text":"Team check-in progress","size":"small-heavy"},{"id":"missing-progress","component":"Progress","value":67,"label":"4 of 6 updates posted"},{"id":"missing-text","component":"Badge","text":"2 updates still missing","variant":"secondary"},{"id":"blocked-alert","component":"Alert","title":"1 teammate is blocked","description":"Priya Shah needs access to the production analytics workspace. Owner: Marcus — please review today.","variant":"warning"},{"id":"updates-heading","component":"Heading","text":"Today’s updates","level":"h2"},{"id":"updates","component":"ListBlock","items":["update-priya","update-marcus","update-elena","update-jonah","update-sofia","update-liam"],"variant":"image"},{"id":"update-priya","component":"ListItem","title":"Priya Shah · Product Design · Blocked","subtitle":"Yesterday: Finished checkout usability revisions. Today: Preparing the handoff and validating analytics events. Blocker: Waiting for production analytics access.","image":["PS"]},{"id":"update-marcus","component":"ListItem","title":"Marcus Lee · Engineering","subtitle":"Yesterday: Merged notification batching. Today: Monitoring rollout and reviewing Priya’s access request. Blockers: None.","image":["ML"]},{"id":"update-elena","component":"ListItem","title":"Elena García · Product","subtitle":"Yesterday: Finalized sprint scope. Today: Writing acceptance criteria for team permissions. Blockers: None.","image":["EG"]},{"id":"update-jonah","component":"ListItem","title":"Jonah Kim · Customer Success","subtitle":"Yesterday: Summarized beta feedback. Today: Scheduling follow-ups with three accounts. Blockers: None.","image":["JK"]},{"id":"update-sofia","component":"ListItem","title":"Sofia Rossi · Data · Update missing","subtitle":"No update posted yet.","image":["SR"]},{"id":"update-liam","component":"ListItem","title":"Liam Okafor · Engineering · Update missing","subtitle":"No update posted yet.","image":["LO"]},{"id":"post-heading","component":"Heading","text":"Post your update","level":"h2"},{"id":"post-form","component":"Form","name":"standup-update","buttons":"post-buttons","fields":["yesterday-control","today-control","blocker-control"]},{"id":"yesterday-control","component":"FormControl","label":"What did you complete yesterday?","input":"yesterday-input","hint":"Keep it brief and outcome-focused."},{"id":"yesterday-input","component":"TextArea","name":"yesterday","placeholder":"Completed…","rows":3,"rules":[{"required":true}]},{"id":"today-control","component":"FormControl","label":"What are you working on today?","input":"today-input"},{"id":"today-input","component":"TextArea","name":"today","placeholder":"Today I’ll…","rows":3,"rules":[{"required":true}]},{"id":"blocker-control","component":"FormControl","label":"Any blockers?","input":"blocker-input","hint":"Leave blank if you’re not blocked."},{"id":"blocker-input","component":"TextArea","name":"blockers","placeholder":"I need help with…","rows":2},{"id":"post-buttons","component":"Buttons","buttons":["post-button"],"direction":"row"},{"id":"post-button","component":"Button","label":"Post update","variant":"primary","size":"medium","action":[{"type":"submit","form":"standup-update"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..7a0e92f64
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Manager"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"id":"root","component":"Card","children":["header","warning","search-form","inventory-table","reorder-actions"],"variant":"clear","direction":"column","gap":"m"},{"id":"header","component":"CardHeader","title":"Low inventory","subtitle":"Review stock levels and reorder items before they run out."},{"id":"warning","component":"Callout","variant":"warning","title":"4 items need attention","description":"Warning threshold: 10 remaining units or fewer."},{"id":"search-form","component":"Form","name":"inventory-search","buttons":"search-buttons","fields":["search-control"]},{"id":"search-control","component":"FormControl","label":"Search items","input":"search-input","hint":"Search by item name or SKU."},{"id":"search-input","component":"Input","name":"query","placeholder":"Search inventory…","type":"text"},{"id":"search-buttons","component":"Buttons","buttons":["search-button"],"direction":"row"},{"id":"search-button","component":"Button","label":"Search","action":[{"type":"searchInventory","queryField":"query"}],"variant":"secondary","size":"medium"},{"id":"inventory-table","component":"Table","columns":["item-column","sku-column","remaining-column","threshold-column"]},{"id":"item-column","component":"Col","label":"Item","data":["Organic Oat Milk","House Blend Coffee Beans","Recycled Paper Towels","Lavender Hand Soap"],"type":"string"},{"id":"sku-column","component":"Col","label":"SKU","data":["OM-1042","CB-2208","PT-3315","HS-4407"],"type":"string"},{"id":"remaining-column","component":"Col","label":"Remaining units","data":[3,5,7,9],"type":"number"},{"id":"threshold-column","component":"Col","label":"Warning threshold","data":[10,10,10,10],"type":"number"},{"id":"reorder-actions","component":"Card","children":["reorder-heading","reorder-oat-milk","reorder-coffee","reorder-towels","reorder-soap"],"variant":"sunk","direction":"column","gap":"s"},{"id":"reorder-heading","component":"Heading","text":"Reorder items","level":"h3"},{"id":"reorder-oat-milk","component":"Button","label":"Reorder Organic Oat Milk — 3 left","action":[{"type":"reorder","sku":"OM-1042","item":"Organic Oat Milk"}],"variant":"primary","size":"medium"},{"id":"reorder-coffee","component":"Button","label":"Reorder House Blend Coffee Beans — 5 left","action":[{"type":"reorder","sku":"CB-2208","item":"House Blend Coffee Beans"}],"variant":"primary","size":"medium"},{"id":"reorder-towels","component":"Button","label":"Reorder Recycled Paper Towels — 7 left","action":[{"type":"reorder","sku":"PT-3315","item":"Recycled Paper Towels"}],"variant":"primary","size":"medium"},{"id":"reorder-soap","component":"Button","label":"Reorder Lavender Hand Soap — 9 left","action":[{"type":"reorder","sku":"HS-4407","item":"Lavender Hand Soap"}],"variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..6cef60541
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Monitor"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","warning","search-form","inventory-card"]},{"id":"header","component":"CardHeader","title":"Low inventory","subtitle":"Review stock levels and reorder items before they run out."},{"id":"warning","component":"Alert","variant":"warning","title":"4 items need attention","description":"Low-stock warnings are triggered when remaining inventory is at or below 10 units."},{"id":"search-form","component":"Form","name":"inventory-search","fields":["search-control"],"buttons":"search-buttons"},{"id":"search-control","component":"FormControl","label":"Search items","input":"search-input","hint":"Search by item name or SKU."},{"id":"search-input","component":"Input","name":"query","type":"text","placeholder":"Search inventory…"},{"id":"search-buttons","component":"Buttons","direction":"row","buttons":["search-button"]},{"id":"search-button","component":"Button","label":"Search","variant":"secondary","size":"medium","action":[{"type":"submit","form":"inventory-search"}]},{"id":"inventory-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["inventory-heading","threshold-tag","inventory-table"]},{"id":"inventory-heading","component":"Heading","text":"Items running low","level":"h2"},{"id":"threshold-tag","component":"Tag","text":"Warning threshold: 10 units or fewer","variant":"warning","size":"md"},{"id":"inventory-table","component":"Table","columns":["item-col","sku-col","remaining-col","threshold-col","action-col"]},{"id":"item-col","component":"Col","label":"Item","type":"string","data":["Organic Whole Milk","House Blend Coffee Beans","Large Paper Shopping Bags","Lavender Hand Soap"]},{"id":"sku-col","component":"Col","label":"SKU","type":"string","data":["MLK-ORG-1L","COF-HSE-1KG","BAG-PPR-LG","SOAP-LAV-500"]},{"id":"remaining-col","component":"Col","label":"Remaining units","type":"number","data":[3,5,7,9]},{"id":"threshold-col","component":"Col","label":"Warning threshold","type":"number","data":[10,10,10,10]},{"id":"action-col","component":"Col","label":"Reorder","type":"action","data":[{"label":"Reorder milk","action":"reorder","sku":"MLK-ORG-1L"},{"label":"Reorder coffee","action":"reorder","sku":"COF-HSE-1KG"},{"label":"Reorder bags","action":"reorder","sku":"BAG-PPR-LG"},{"label":"Reorder soap","action":"reorder","sku":"SOAP-LAV-500"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..5c8c95d8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Monitor"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","warning","search-form","inventory-card"]},{"id":"header","component":"CardHeader","title":"Low inventory","subtitle":"Review stock levels and reorder items before they run out."},{"id":"warning","component":"Alert","variant":"warning","title":"4 items need attention","description":"Low-stock warning threshold: 10 remaining units or fewer."},{"id":"search-form","component":"Form","name":"inventory-search","fields":["search-control"],"buttons":"search-buttons"},{"id":"search-control","component":"FormControl","label":"Search items","hint":"Search by item name or SKU.","input":"search-input"},{"id":"search-input","component":"Input","name":"query","type":"text","placeholder":"Search inventory…","accessibility":{"label":"Search inventory","description":"Enter an item name or SKU."}},{"id":"search-buttons","component":"Buttons","direction":"row","buttons":["search-button"]},{"id":"search-button","component":"Button","label":"Search","variant":"primary","size":"medium","action":[{"type":"submit","form":"inventory-search"}]},{"id":"inventory-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["inventory-heading","inventory-table","reorder-heading","reorder-buttons"]},{"id":"inventory-heading","component":"Heading","text":"Items running low","level":"h2"},{"id":"inventory-table","component":"Table","columns":["item-column","sku-column","remaining-column","threshold-column"]},{"id":"item-column","component":"Col","label":"Item","type":"string","data":["Organic Whole Milk","House Blend Coffee Beans","Large Paper Shopping Bags","Lavender Hand Soap"]},{"id":"sku-column","component":"Col","label":"SKU","type":"string","data":["MLK-ORG-1L","COF-HSE-1KG","BAG-PPR-L","SOAP-LAV-500"]},{"id":"remaining-column","component":"Col","label":"Remaining units","type":"number","data":[3,5,7,9]},{"id":"threshold-column","component":"Col","label":"Warning threshold","type":"number","data":[10,10,10,10]},{"id":"reorder-heading","component":"Heading","text":"Reorder items","level":"h3"},{"id":"reorder-buttons","component":"Buttons","direction":"column","buttons":["reorder-milk","reorder-coffee","reorder-bags","reorder-soap"]},{"id":"reorder-milk","component":"Button","label":"Reorder Organic Whole Milk — 3 left","variant":"primary","size":"medium","action":[{"type":"reorder","sku":"MLK-ORG-1L","item":"Organic Whole Milk"}]},{"id":"reorder-coffee","component":"Button","label":"Reorder House Blend Coffee Beans — 5 left","variant":"secondary","size":"medium","action":[{"type":"reorder","sku":"COF-HSE-1KG","item":"House Blend Coffee Beans"}]},{"id":"reorder-bags","component":"Button","label":"Reorder Large Paper Shopping Bags — 7 left","variant":"secondary","size":"medium","action":[{"type":"reorder","sku":"BAG-PPR-L","item":"Large Paper Shopping Bags"}]},{"id":"reorder-soap","component":"Button","label":"Reorder Lavender Hand Soap — 9 left","variant":"secondary","size":"medium","action":[{"type":"reorder","sku":"SOAP-LAV-500","item":"Lavender Hand Soap"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..fa6e5d3a2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-stock__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Monitor"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","warning","search-form","inventory-table"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Low inventory","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Review items at or below their warning threshold and reorder stock.","size":"default"},{"id":"warning","component":"Alert","variant":"warning","title":"5 items need attention","description":"Warnings appear when remaining units are at or below the threshold shown for each item."},{"id":"search-form","component":"Form","name":"inventory_search","fields":["search-control"],"buttons":"search-buttons"},{"id":"search-control","component":"FormControl","label":"Search items","input":"search-input","hint":"Search by item name or SKU."},{"id":"search-input","component":"Input","name":"query","type":"text","placeholder":"e.g. Coffee beans or SKU-1042","accessibility":{"label":"Search inventory items"}},{"id":"search-buttons","component":"Buttons","direction":"row","buttons":["search-button","clear-button"]},{"id":"search-button","component":"Button","label":"Search","variant":"primary","size":"medium","action":[{"type":"search_inventory"}]},{"id":"clear-button","component":"Button","label":"Clear","variant":"tertiary","size":"medium","action":[{"type":"clear_inventory_search"}]},{"id":"inventory-table","component":"Table","columns":["item-column","sku-column","remaining-column","threshold-column","status-column","reorder-column"]},{"id":"item-column","component":"Col","label":"Item","type":"string","data":["House Blend Coffee Beans","Oat Milk, 1 L","Paper Cups, 12 oz","Vanilla Syrup","Chocolate Croissants"]},{"id":"sku-column","component":"Col","label":"SKU","type":"string","data":["SKU-1042","SKU-2088","SKU-3315","SKU-4107","SKU-5021"]},{"id":"remaining-column","component":"Col","label":"Remaining units","type":"number","data":[4,7,18,2,6]},{"id":"threshold-column","component":"Col","label":"Warning threshold","type":"number","data":[10,12,25,5,8]},{"id":"status-column","component":"Col","label":"Status","type":"string","data":["6 below threshold","5 below threshold","7 below threshold","3 below threshold","2 below threshold"]},{"id":"reorder-column","component":"Col","label":"Reorder","type":"action","data":[{"label":"Reorder","action":"reorder","sku":"SKU-1042"},{"label":"Reorder","action":"reorder","sku":"SKU-2088"},{"label":"Reorder","action":"reorder","sku":"SKU-3315"},{"label":"Reorder","action":"reorder","sku":"SKU-4107"},{"label":"Reorder","action":"reorder","sku":"SKU-5021"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..73847ed0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Morning View"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","controls","recent-card"]},{"id":"header","component":"CardHeader","title":"Good morning","subtitle":"Support operations snapshot"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["open-card","response-card"]},{"id":"open-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["open-label","open-value","open-note"]},{"id":"open-label","component":"TextContent","text":"Open tickets","size":"small-heavy"},{"id":"open-value","component":"Heading","text":"47","level":"h1"},{"id":"open-note","component":"TextContent","text":"8 high priority","size":"small"},{"id":"response-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["response-label","response-value","response-note"]},{"id":"response-label","component":"TextContent","text":"Average first response","size":"small-heavy"},{"id":"response-value","component":"Heading","text":"18 min","level":"h1"},{"id":"response-note","component":"TextContent","text":"Within the 30-minute target","size":"small"},{"id":"controls","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["priority-filter","new-ticket-dialog"]},{"id":"priority-filter","component":"SwitchGroup","name":"ticket-priority-filter","variant":"sunk","items":["high-priority-switch"],"value":[]},{"id":"high-priority-switch","component":"SwitchItem","name":"high-priority-only","label":"High priority only","description":"Show only urgent and high-priority tickets","defaultChecked":false},{"id":"new-ticket-dialog","component":"DialogBlock","triggerLabel":"Open new ticket","title":"Open a new ticket","description":"Create and route a customer support request.","triggerVariant":"default","content":["new-ticket-form"]},{"id":"new-ticket-form","component":"Form","name":"new-ticket","fields":["subject-control","requester-control","priority-control","details-control"],"buttons":"new-ticket-buttons"},{"id":"subject-control","component":"FormControl","label":"Subject","input":"subject-input","hint":"Briefly summarize the issue"},{"id":"subject-input","component":"Input","name":"subject","type":"text","placeholder":"e.g. Unable to access account","rules":[{"required":true}]},{"id":"requester-control","component":"FormControl","label":"Requester email","input":"requester-input"},{"id":"requester-input","component":"Input","name":"requesterEmail","type":"email","placeholder":"customer@example.com","rules":[{"required":true}]},{"id":"priority-control","component":"FormControl","label":"Priority","input":"priority-select"},{"id":"priority-select","component":"Select","name":"priority","placeholder":"Select priority","value":"normal","items":["priority-urgent","priority-high","priority-normal","priority-low"]},{"id":"priority-urgent","component":"SelectItem","value":"urgent","label":"Urgent"},{"id":"priority-high","component":"SelectItem","value":"high","label":"High"},{"id":"priority-normal","component":"SelectItem","value":"normal","label":"Normal"},{"id":"priority-low","component":"SelectItem","value":"low","label":"Low"},{"id":"details-control","component":"FormControl","label":"Details","input":"details-input"},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the customer's issue","rows":5,"rules":[{"required":true}]},{"id":"new-ticket-buttons","component":"Buttons","direction":"row","buttons":["create-ticket-button"]},{"id":"create-ticket-button","component":"Button","label":"Create ticket","variant":"primary","size":"medium","action":[{"type":"submit","form":"new-ticket"}]},{"id":"recent-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["recent-header","recent-table"]},{"id":"recent-header","component":"CardHeader","title":"Five most recent tickets","subtitle":"Newest activity across the support queue"},{"id":"recent-table","component":"Table","columns":["ticket-col","subject-col","requester-col","received-col","priority-col"]},{"id":"ticket-col","component":"Col","label":"Ticket","type":"string","data":["#4821","#4820","#4819","#4818","#4817"]},{"id":"subject-col","component":"Col","label":"Subject","type":"string","data":["Checkout payment declined","Cannot reset password","Duplicate subscription charge","Export is missing records","Update billing address"]},{"id":"requester-col","component":"Col","label":"Requester","type":"string","data":["Maya Chen","Owen Brooks","Priya Shah","Lucas Martin","Sofia Rossi"]},{"id":"received-col","component":"Col","label":"Received","type":"string","data":["8:42 AM","8:35 AM","8:21 AM","8:04 AM","7:56 AM"]},{"id":"priority-col","component":"Col","label":"Priority","type":"string","data":["Urgent","High","Normal","High","Low"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..ff464babb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Desk"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filter","recent-card","new-ticket"]},{"id":"header","component":"CardHeader","title":"Good morning","subtitle":"Support lead overview"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["open-metric","response-metric"]},{"id":"open-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["open-label","open-value"],"weight":1},{"id":"open-label","component":"TextContent","text":"Open tickets","size":"small-heavy"},{"id":"open-value","component":"Heading","text":"47","level":"h2"},{"id":"response-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["response-label","response-value"],"weight":1},{"id":"response-label","component":"TextContent","text":"Average first-response time","size":"small-heavy"},{"id":"response-value","component":"Heading","text":"18 min","level":"h2"},{"id":"filter","component":"SwitchGroup","name":"ticket-priority-filter","variant":"sunk","items":["high-only"]},{"id":"high-only","component":"SwitchItem","name":"high-priority-only","label":"High-priority only","description":"Show only high and urgent tickets","defaultChecked":false},{"id":"recent-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["recent-header","tickets-table"]},{"id":"recent-header","component":"CardHeader","title":"Five most recent tickets","subtitle":"Newest activity across the support queue"},{"id":"tickets-table","component":"Table","columns":["ticket-col","requester-col","priority-col","received-col"]},{"id":"ticket-col","component":"Col","label":"Ticket","type":"string","data":["#1847 · Checkout fails after payment","#1846 · Cannot reset account password","#1845 · Export contains duplicate rows","#1844 · Update billing address","#1843 · Question about team permissions"]},{"id":"requester-col","component":"Col","label":"Requester","type":"string","data":["A. Patel","Morgan Lee","Sofia Reyes","D. Kim","Jamie Chen"]},{"id":"priority-col","component":"Col","label":"Priority","type":"string","data":["Urgent","High","Medium","Low","High"]},{"id":"received-col","component":"Col","label":"Received","type":"string","data":["4 min ago","11 min ago","19 min ago","27 min ago","36 min ago"]},{"id":"new-ticket","component":"DialogBlock","triggerLabel":"Open new ticket","title":"New support ticket","description":"Enter the initial ticket details.","triggerVariant":"default","content":["ticket-form"]},{"id":"ticket-form","component":"Form","name":"new-support-ticket","fields":["subject-control","requester-control","priority-control","details-control"],"buttons":"form-buttons"},{"id":"subject-control","component":"FormControl","label":"Subject","input":"subject-input","hint":"Briefly summarize the issue."},{"id":"subject-input","component":"Input","name":"subject","type":"text","placeholder":"What needs help?","rules":[{"required":true}]},{"id":"requester-control","component":"FormControl","label":"Requester email","input":"requester-input"},{"id":"requester-input","component":"Input","name":"requesterEmail","type":"email","placeholder":"customer@example.com","rules":[{"required":true}]},{"id":"priority-control","component":"FormControl","label":"Priority","input":"priority-select"},{"id":"priority-select","component":"Select","name":"priority","placeholder":"Select priority","value":"medium","items":["priority-low","priority-medium","priority-high","priority-urgent"]},{"id":"priority-low","component":"SelectItem","value":"low","label":"Low"},{"id":"priority-medium","component":"SelectItem","value":"medium","label":"Medium"},{"id":"priority-high","component":"SelectItem","value":"high","label":"High"},{"id":"priority-urgent","component":"SelectItem","value":"urgent","label":"Urgent"},{"id":"details-control","component":"FormControl","label":"Details","input":"details-input"},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the issue and any troubleshooting already attempted.","rows":5,"rules":[{"required":true}]},{"id":"form-buttons","component":"Buttons","direction":"row","buttons":["create-button"]},{"id":"create-button","component":"Button","label":"Create ticket","variant":"primary","size":"medium","action":[{"type":"submit","form":"new-support-ticket"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..984b34142
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Desk"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","controls","recent-card"]},{"id":"header","component":"CardHeader","title":"Good morning","subtitle":"Support lead overview • August 18, 2026"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["open-metric","response-metric"]},{"id":"open-metric","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["open-label","open-value","open-note"]},{"id":"open-label","component":"TextContent","text":"OPEN TICKETS","size":"small-heavy"},{"id":"open-value","component":"Heading","text":"42","level":"h1"},{"id":"open-note","component":"TextContent","text":"6 added since yesterday","size":"small"},{"id":"response-metric","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["response-label","response-value","response-note"]},{"id":"response-label","component":"TextContent","text":"AVG. FIRST RESPONSE","size":"small-heavy"},{"id":"response-value","component":"Heading","text":"18 min","level":"h1"},{"id":"response-note","component":"TextContent","text":"3 min faster than the 7-day average","size":"small"},{"id":"controls","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["priority-filter","new-ticket"]},{"id":"priority-filter","component":"SwitchGroup","name":"highPriorityOnly","variant":"clear","items":["high-priority-switch"],"value":[]},{"id":"high-priority-switch","component":"SwitchItem","name":"high-priority-only","label":"High-priority only","description":"Show only high-priority tickets","defaultChecked":false},{"id":"new-ticket","component":"Button","label":"Open new ticket","variant":"primary","size":"medium","action":[{"type":"openNewTicket"}]},{"id":"recent-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["recent-header","recent-table"]},{"id":"recent-header","component":"CardHeader","title":"Five most recent tickets","subtitle":"Newest activity across the support queue"},{"id":"recent-table","component":"Table","columns":["ticket-col","subject-col","requester-col","updated-col","priority-col"]},{"id":"ticket-col","component":"Col","label":"Ticket","type":"string","data":["#5821","#5820","#5819","#5818","#5817"]},{"id":"subject-col","component":"Col","label":"Subject","type":"string","data":["Checkout failing after update","Unable to reset password","Invoice shows duplicate charge","Export stalls at 90%","How do I add a teammate?"]},{"id":"requester-col","component":"Col","label":"Requester","type":"string","data":["Acme Retail","Jordan Lee","Northstar Labs","Mina Patel","Brightside Co."]},{"id":"updated-col","component":"Col","label":"Received","type":"string","data":["4 min ago","11 min ago","19 min ago","27 min ago","35 min ago"]},{"id":"priority-col","component":"Col","label":"Priority","type":"string","data":["High","Normal","High","Normal","Low"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..a81daafec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b2-support__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","controls","recent-card"]},{"id":"header","component":"CardHeader","title":"Good morning — Support overview","subtitle":"Today’s queue at a glance"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","children":["open-card","response-card"]},{"id":"open-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["open-label","open-value"]},{"id":"open-label","component":"TextContent","text":"Open tickets","size":"small-heavy"},{"id":"open-value","component":"Heading","text":"42","level":"h1"},{"id":"response-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["response-label","response-value"]},{"id":"response-label","component":"TextContent","text":"Average first-response time","size":"small-heavy"},{"id":"response-value","component":"Heading","text":"18 min","level":"h1"},{"id":"controls","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["priority-filter","new-ticket"]},{"id":"priority-filter","component":"SwitchGroup","name":"ticket-priority-filter","variant":"clear","items":["high-only"]},{"id":"high-only","component":"SwitchItem","name":"high-priority-only","label":"High priority only","description":"Show only high-priority tickets","defaultChecked":false},{"id":"new-ticket","component":"DialogBlock","triggerLabel":"Open new ticket","title":"Create a new ticket","description":"Enter the customer’s request and priority.","triggerVariant":"default","content":["new-ticket-form"]},{"id":"new-ticket-form","component":"Form","name":"new-ticket","fields":["subject-control","customer-control","priority-control","details-control"],"buttons":"form-actions"},{"id":"subject-control","component":"FormControl","label":"Subject","input":"subject-input"},{"id":"subject-input","component":"Input","name":"subject","type":"text","placeholder":"Brief summary","rules":[{"required":true}]},{"id":"customer-control","component":"FormControl","label":"Customer email","input":"customer-input"},{"id":"customer-input","component":"Input","name":"customerEmail","type":"email","placeholder":"customer@example.com","rules":[{"required":true}]},{"id":"priority-control","component":"FormControl","label":"Priority","input":"priority-select"},{"id":"priority-select","component":"Select","name":"priority","placeholder":"Choose priority","value":"medium","items":["priority-high","priority-medium","priority-low"]},{"id":"priority-high","component":"SelectItem","value":"high","label":"High"},{"id":"priority-medium","component":"SelectItem","value":"medium","label":"Medium"},{"id":"priority-low","component":"SelectItem","value":"low","label":"Low"},{"id":"details-control","component":"FormControl","label":"Details","input":"details-input"},{"id":"details-input","component":"TextArea","name":"details","placeholder":"Describe the issue","rows":5,"rules":[{"required":true}]},{"id":"form-actions","component":"Buttons","direction":"row","buttons":["create-button"]},{"id":"create-button","component":"Button","label":"Create ticket","variant":"primary","size":"medium","action":[{"type":"submit","form":"new-ticket"}]},{"id":"recent-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["recent-header","ticket-table"]},{"id":"recent-header","component":"CardHeader","title":"Five most recent tickets","subtitle":"Newest activity across the support queue"},{"id":"ticket-table","component":"Table","columns":["ticket-col","subject-col","customer-col","received-col","priority-col"]},{"id":"ticket-col","component":"Col","label":"Ticket","type":"string","data":["#2841","#2840","#2839","#2838","#2837"]},{"id":"subject-col","component":"Col","label":"Subject","type":"string","data":["Checkout failing after update","Unable to reset password","Invoice shows duplicate charge","Export stalls at 90%","Question about team permissions"]},{"id":"customer-col","component":"Col","label":"Customer","type":"string","data":["Northstar Labs","Maya Chen","Brightworks","Acme Retail","Jon Bell"]},{"id":"received-col","component":"Col","label":"Received","type":"string","data":["8:42 AM","8:35 AM","8:21 AM","8:03 AM","7:48 AM"]},{"id":"priority-col","component":"Col","label":"Priority","type":"string","data":["High","Medium","High","Low","Medium"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..aa29bf62b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","date-nav","metrics","next-patient","rooms","appointments","checkin-form"]},{"id":"header","component":"CardHeader","title":"Reception — Today","subtitle":"Tuesday, August 18, 2026"},{"id":"date-nav","component":"Buttons","direction":"row","buttons":["previous-day","today-button","next-day"]},{"id":"previous-day","component":"Button","label":"← Previous day","variant":"secondary","size":"small"},{"id":"today-button","component":"Button","label":"Today","variant":"primary","size":"small"},{"id":"next-day","component":"Button","label":"Next day →","variant":"secondary","size":"small"},{"id":"metrics","component":"Card","variant":"sunk","direction":"row","gap":"xl","wrap":true,"children":["expected-metric","noshow-metric"]},{"id":"expected-metric","component":"TextContent","size":"large-heavy","text":"**12** patients expected today"},{"id":"noshow-metric","component":"TextContent","size":"large-heavy","text":"**6.8%** no-show rate this month"},{"id":"next-patient","component":"Callout","variant":"info","title":"Next patient: Jordan Lee","description":"10:00 AM · Annual physical · Dr. Patel"},{"id":"rooms","component":"Card","variant":"card","direction":"column","gap":"m","children":["rooms-heading","room-tags"]},{"id":"rooms-heading","component":"Heading","text":"Rooms free right now","level":"h2"},{"id":"room-tags","component":"TagBlock","tags":["Room 2","Room 4","Room 6"]},{"id":"appointments","component":"Card","variant":"card","direction":"column","gap":"m","children":["appointments-heading","appointments-table"]},{"id":"appointments-heading","component":"Heading","text":"Today's appointments","level":"h2"},{"id":"appointments-table","component":"Table","columns":["time-column","patient-column","status-column","room-column"]},{"id":"time-column","component":"Col","label":"Time","type":"string","data":["8:00 AM","8:30 AM","9:00 AM","9:30 AM","10:00 AM","10:30 AM","11:15 AM","1:00 PM","1:30 PM","2:15 PM","3:00 PM","4:00 PM"]},{"id":"patient-column","component":"Col","label":"Patient","type":"string","data":["Maya Thompson","Ethan Brooks","Sofia Ramirez","Noah Williams","Jordan Lee","Ava Chen","Liam Davis","Olivia Martin","Lucas Brown","Emma Wilson","Mateo Garcia","Chloe Anderson"]},{"id":"status-column","component":"Col","label":"Status","type":"string","data":["Checked in","With clinician","Arrived","Scheduled","Next","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled"]},{"id":"room-column","component":"Col","label":"Room","type":"string","data":["Room 1","Room 3","Waiting","—","—","—","—","—","—","—","—","—"]},{"id":"checkin-form","component":"Form","name":"patient-check-in","fields":["patient-control","arrival-control"],"buttons":"checkin-buttons"},{"id":"patient-control","component":"FormControl","label":"Check in a patient","input":"patient-select","hint":"Select the arriving patient from today's schedule."},{"id":"patient-select","component":"Select","name":"patient","placeholder":"Choose patient","size":"large","items":["patient-jordan","patient-ava","patient-liam","patient-olivia","patient-lucas","patient-emma","patient-mateo","patient-chloe"]},{"id":"patient-jordan","component":"SelectItem","value":"jordan-lee","label":"10:00 AM — Jordan Lee"},{"id":"patient-ava","component":"SelectItem","value":"ava-chen","label":"10:30 AM — Ava Chen"},{"id":"patient-liam","component":"SelectItem","value":"liam-davis","label":"11:15 AM — Liam Davis"},{"id":"patient-olivia","component":"SelectItem","value":"olivia-martin","label":"1:00 PM — Olivia Martin"},{"id":"patient-lucas","component":"SelectItem","value":"lucas-brown","label":"1:30 PM — Lucas Brown"},{"id":"patient-emma","component":"SelectItem","value":"emma-wilson","label":"2:15 PM — Emma Wilson"},{"id":"patient-mateo","component":"SelectItem","value":"mateo-garcia","label":"3:00 PM — Mateo Garcia"},{"id":"patient-chloe","component":"SelectItem","value":"chloe-anderson","label":"4:00 PM — Chloe Anderson"},{"id":"arrival-control","component":"FormControl","label":"Arrival note","input":"arrival-note","hint":"Optional note for the care team."},{"id":"arrival-note","component":"Input","name":"arrival-note","type":"text","placeholder":"e.g. paperwork completed"},{"id":"checkin-buttons","component":"Buttons","direction":"row","buttons":["checkin-button"]},{"id":"checkin-button","component":"Button","label":"Check patient in","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..b969b69ab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","date-nav","summary-row","next-patient","rooms-card","appointments-card","checkin-card"]},{"id":"header","component":"CardHeader","title":"Reception Day View","subtitle":"Tuesday, August 18, 2026"},{"id":"date-nav","component":"Buttons","direction":"row","buttons":["previous-day","today-button","next-day"]},{"id":"previous-day","component":"Button","label":"← Previous day","variant":"secondary","size":"small","action":[{"type":"navigateDay","direction":"previous"}]},{"id":"today-button","component":"Button","label":"Today · Aug 18","variant":"tertiary","size":"small","action":[{"type":"navigateDay","direction":"today"}]},{"id":"next-day","component":"Button","label":"Next day →","variant":"secondary","size":"small","action":[{"type":"navigateDay","direction":"next"}]},{"id":"summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["expected-card","noshow-card"]},{"id":"expected-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["expected-label","expected-value"]},{"id":"expected-label","component":"TextContent","text":"Patients expected today","size":"small"},{"id":"expected-value","component":"Heading","text":"12","level":"h2"},{"id":"noshow-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["noshow-label","noshow-value"]},{"id":"noshow-label","component":"TextContent","text":"No-show rate this month","size":"small"},{"id":"noshow-value","component":"Heading","text":"8.4%","level":"h2"},{"id":"next-patient","component":"Callout","variant":"info","title":"Next patient: Marcus Lee","description":"9:30 AM with Dr. Chen · Room 3"},{"id":"rooms-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["rooms-header","rooms-list"]},{"id":"rooms-header","component":"CardHeader","title":"Rooms free right now","subtitle":"Updated 9:18 AM"},{"id":"rooms-list","component":"TagBlock","tags":["Room 2","Room 5","Consult Room A"]},{"id":"appointments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["appointments-header","appointments-table"]},{"id":"appointments-header","component":"CardHeader","title":"Today's appointments","subtitle":"12 scheduled · 2 checked in"},{"id":"appointments-table","component":"Table","columns":["time-col","patient-col","clinician-col","status-col"]},{"id":"time-col","component":"Col","label":"Time","type":"string","data":["8:00 AM","8:30 AM","9:00 AM","9:30 AM","10:00 AM","10:30 AM","11:15 AM","1:00 PM","1:45 PM","2:30 PM","3:15 PM","4:00 PM"]},{"id":"patient-col","component":"Col","label":"Patient","type":"string","data":["Olivia Carter","Ethan Brooks","Sophia Patel","Marcus Lee","Ava Robinson","Noah Williams","Mia Garcia","Liam Johnson","Isabella Brown","Lucas Davis","Amelia Wilson","Henry Martinez"]},{"id":"clinician-col","component":"Col","label":"Clinician","type":"string","data":["Dr. Chen","Dr. Rivera","Dr. Chen","Dr. Chen","Dr. Rivera","Dr. Singh","Dr. Singh","Dr. Chen","Dr. Rivera","Dr. Singh","Dr. Chen","Dr. Rivera"]},{"id":"status-col","component":"Col","label":"Status","type":"string","data":["Checked in","With clinician","Arrived","Next","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled"]},{"id":"checkin-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["checkin-header","checkin-form"]},{"id":"checkin-header","component":"CardHeader","title":"Check in a patient","subtitle":"Find the patient by name or date of birth."},{"id":"checkin-form","component":"Form","name":"patient-check-in","fields":["patient-search-control","dob-control"],"buttons":"checkin-buttons"},{"id":"patient-search-control","component":"FormControl","label":"Patient name","input":"patient-search","hint":"Enter at least two characters."},{"id":"patient-search","component":"Input","name":"patientName","type":"text","placeholder":"e.g., Marcus Lee","rules":[{"required":true}]},{"id":"dob-control","component":"FormControl","label":"Date of birth","input":"patient-dob","hint":"Use MM/DD/YYYY."},{"id":"patient-dob","component":"Input","name":"dateOfBirth","type":"text","placeholder":"MM/DD/YYYY"},{"id":"checkin-buttons","component":"Buttons","direction":"row","buttons":["checkin-button"]},{"id":"checkin-button","component":"Button","label":"Check patient in","variant":"primary","size":"medium","action":[{"type":"submit","form":"patient-check-in"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..7682cf867
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","date-nav","metrics","next-patient","rooms","appointments","checkin"]},{"id":"header","component":"CardHeader","title":"Reception — Today","subtitle":"Tuesday, August 18, 2026 · Clinic day view"},{"id":"date-nav","component":"Buttons","direction":"row","buttons":["previous-day","today-button","next-day"]},{"id":"previous-day","component":"Button","label":"← Previous day","variant":"secondary","action":[{"type":"navigate_day","offset":-1}]},{"id":"today-button","component":"Button","label":"Today · Aug 18","variant":"tertiary","action":[{"type":"navigate_day","offset":0}]},{"id":"next-day","component":"Button","label":"Next day →","variant":"secondary","action":[{"type":"navigate_day","offset":1}]},{"id":"metrics","component":"Card","variant":"sunk","direction":"row","gap":"xl","wrap":true,"children":["expected-card","noshow-card"]},{"id":"expected-card","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["expected-label","expected-value"]},{"id":"expected-label","component":"TextContent","text":"EXPECTED PATIENTS","size":"small-heavy"},{"id":"expected-value","component":"TextContent","text":"**12 today** · 3 checked in","size":"large-heavy"},{"id":"noshow-card","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["noshow-label","noshow-value"]},{"id":"noshow-label","component":"TextContent","text":"NO-SHOW RATE THIS MONTH","size":"small-heavy"},{"id":"noshow-value","component":"TextContent","text":"**6.8%** · 5 of 74 appointments","size":"large-heavy"},{"id":"next-patient","component":"Callout","variant":"info","title":"Next patient: Jordan Lee","description":"9:30 AM with Dr. Patel · Room 2 · Please call Jordan Lee from the waiting area."},{"id":"rooms","component":"Card","variant":"card","direction":"column","gap":"m","children":["rooms-header","room-tags"]},{"id":"rooms-header","component":"CardHeader","title":"Rooms free right now","subtitle":"Updated at 9:18 AM"},{"id":"room-tags","component":"TagBlock","tags":["Room 1 — Free","Room 3 — Free","Room 5 — Free"]},{"id":"appointments","component":"Card","variant":"card","direction":"column","gap":"m","children":["appointments-header","appointments-table"]},{"id":"appointments-header","component":"CardHeader","title":"Today's appointments","subtitle":"12 patients expected"},{"id":"appointments-table","component":"Table","columns":["time-col","patient-col","clinician-col","room-col","status-col"]},{"id":"time-col","component":"Col","label":"Time","type":"string","data":["8:00 AM","8:30 AM","9:00 AM","9:30 AM","10:00 AM","10:30 AM","11:15 AM","1:00 PM","1:30 PM","2:15 PM","3:00 PM","4:00 PM"]},{"id":"patient-col","component":"Col","label":"Patient","type":"string","data":["Maya Chen","Robert Diaz","Amina Yusuf","Jordan Lee","Sofia Martin","Ethan Brooks","Priya Shah","Noah Williams","Grace Kim","Liam Turner","Olivia Brown","Daniel Garcia"]},{"id":"clinician-col","component":"Col","label":"Clinician","type":"string","data":["Dr. Patel","Dr. Nguyen","Dr. Patel","Dr. Patel","Dr. Nguyen","Dr. Reed","Dr. Reed","Dr. Patel","Dr. Nguyen","Dr. Reed","Dr. Patel","Dr. Nguyen"]},{"id":"room-col","component":"Col","label":"Room","type":"string","data":["2","4","2","2","4","—","—","—","—","—","—","—"]},{"id":"status-col","component":"Col","label":"Status","type":"string","data":["Completed","Completed","Checked in","Next","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled","Scheduled"]},{"id":"checkin","component":"Card","variant":"card","direction":"column","gap":"m","children":["checkin-header","checkin-form"]},{"id":"checkin-header","component":"CardHeader","title":"Check in a patient","subtitle":"Find the appointment and confirm arrival."},{"id":"checkin-form","component":"Form","name":"patient-checkin","fields":["patient-control","arrival-control"],"buttons":"checkin-buttons"},{"id":"patient-control","component":"FormControl","label":"Patient","input":"patient-select","hint":"Select from today's scheduled appointments."},{"id":"patient-select","component":"Select","name":"patient","placeholder":"Choose a patient","size":"large","items":["patient-jordan","patient-sofia","patient-ethan","patient-priya","patient-noah","patient-grace","patient-liam","patient-olivia","patient-daniel"]},{"id":"patient-jordan","component":"SelectItem","value":"jordan-lee","label":"9:30 AM — Jordan Lee"},{"id":"patient-sofia","component":"SelectItem","value":"sofia-martin","label":"10:00 AM — Sofia Martin"},{"id":"patient-ethan","component":"SelectItem","value":"ethan-brooks","label":"10:30 AM — Ethan Brooks"},{"id":"patient-priya","component":"SelectItem","value":"priya-shah","label":"11:15 AM — Priya Shah"},{"id":"patient-noah","component":"SelectItem","value":"noah-williams","label":"1:00 PM — Noah Williams"},{"id":"patient-grace","component":"SelectItem","value":"grace-kim","label":"1:30 PM — Grace Kim"},{"id":"patient-liam","component":"SelectItem","value":"liam-turner","label":"2:15 PM — Liam Turner"},{"id":"patient-olivia","component":"SelectItem","value":"olivia-brown","label":"3:00 PM — Olivia Brown"},{"id":"patient-daniel","component":"SelectItem","value":"daniel-garcia","label":"4:00 PM — Daniel Garcia"},{"id":"arrival-control","component":"FormControl","label":"Arrival note","input":"arrival-note","hint":"Optional note for the clinical team."},{"id":"arrival-note","component":"Input","name":"arrivalNote","type":"text","placeholder":"e.g., paperwork completed"},{"id":"checkin-buttons","component":"Buttons","direction":"row","buttons":["checkin-button"]},{"id":"checkin-button","component":"Button","label":"Check patient in","variant":"primary","size":"large","action":[{"type":"submit","form":"patient-checkin"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..982010e08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..8a2d2cc4c
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..7bae5235a
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+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r2.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..2f2a34850
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r3.txt
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We Buy?","subtitle":"“Is there a directory for finding a local repair café?” · Yesterday","image":["PS"],"actionLabel":"Reply"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..1c040db7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-content__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"editor-content-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Content Studio"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"editor-content-studio","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["studio-header","category-filter-card","overview-row","readership-card","workspace-tabs","new-draft-dialog"]},{"id":"studio-header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","children":["studio-heading","studio-status"]},{"id":"studio-heading","component":"CardHeader","title":"Content Studio","subtitle":"Plan, publish, and monitor your editorial work."},{"id":"studio-status","component":"Badge","text":"Editorial dashboard","variant":"secondary"},{"id":"category-filter-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["category-filter-label","category-filter"]},{"id":"category-filter-label","component":"Label","text":"Narrow by 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..0cb7f4553
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Workspace"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account-header","renewal-warning","summary-row","main-tabs"]},{"id":"account-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account-name","account-owner","account-tags"]},{"id":"account-name","component":"Heading","text":"Acme Corporation","level":"h1"},{"id":"account-owner","component":"TextContent","text":"**Account owner:** Maya Chen · Enterprise Sales","size":"default"},{"id":"account-tags","component":"TagBlock","tags":["Enterprise","Strategic account","Active"]},{"id":"renewal-warning","component":"Alert","variant":"warning","title":"Renewal approaching","description":"Renewal date: September 12, 2026 — due in 25 days. 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call","variant":"primary","size":"medium","action":[{"type":"submit","form":"log-call"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..f6f268f7a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Account"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account_header","summary_row","renewal_warning","details_tabs","quick_actions"]},{"id":"account_header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account_title","account_owner","account_tags"]},{"id":"account_title","component":"Heading","text":"Northstar Analytics","level":"h1"},{"id":"account_owner","component":"TextContent","text":"**Account owner:** Maya Chen · Enterprise Sales","size":"default"},{"id":"account_tags","component":"TagBlock","tags":["Enterprise","Strategic account","Active"]},{"id":"summary_row","component":"Card","variant":"sunk","direction":"row","gap":"l","wrap":true,"children":["deal_value_card","deal_stage_card","renewal_card"]},{"id":"deal_value_card","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["deal_value_label","deal_value"]},{"id":"deal_value_label","component":"TextContent","text":"TOTAL DEAL VALUE","size":"small-heavy"},{"id":"deal_value","component":"Heading","text":"$485,000","level":"h2"},{"id":"deal_stage_card","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["deal_stage_label","deal_stage"]},{"id":"deal_stage_label","component":"TextContent","text":"CURRENT DEAL STAGE","size":"small-heavy"},{"id":"deal_stage","component":"Tag","text":"Negotiation","variant":"warning","size":"lg"},{"id":"renewal_card","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["renewal_label","renewal_date"]},{"id":"renewal_label","component":"TextContent","text":"RENEWAL DATE","size":"small-heavy"},{"id":"renewal_date","component":"Heading","text":"September 12, 2026","level":"h3"},{"id":"renewal_warning","component":"Alert","title":"Renewal approaching","description":"Renewal is due in 25 days. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..b5645e85a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Account"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account-header","summary-row","renewal-warning","main-tabs"]},{"id":"account-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account-title","account-owner","account-tags"]},{"id":"account-title","component":"Heading","text":"Acme Corporation","level":"h1"},{"id":"account-owner","component":"TextContent","text":"**Account owner:** Maya Chen · Enterprise Sales","size":"default"},{"id":"account-tags","component":"TagBlock","tags":["Enterprise","Strategic account","North America"]},{"id":"summary-row","component":"Card","variant":"sunk","direction":"row","gap":"xl","wrap":true,"children":["deal-value","deal-stage","renewal-summary"]},{"id":"deal-value","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["deal-value-label","deal-value-number"]},{"id":"deal-value-label","component":"TextContent","text":"Total deal value","size":"small"},{"id":"deal-value-number","component":"Heading","text":"$485,000","level":"h2"},{"id":"deal-stage","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["deal-stage-label","deal-stage-badge","deal-stage-progress"]},{"id":"deal-stage-label","component":"TextContent","text":"Current deal stage","size":"small"},{"id":"deal-stage-badge","component":"Badge","text":"Negotiation","variant":"default"},{"id":"deal-stage-progress","component":"Progress","value":75,"label":"Stage 4 of 5"},{"id":"renewal-summary","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["renewal-label","renewal-date"]},{"id":"renewal-label","component":"TextContent","text":"Renewal date","size":"small"},{"id":"renewal-date","component":"Heading","text":"September 12, 2026","level":"h3"},{"id":"renewal-warning","component":"Alert","title":"Renewal approaching","description":"Renewal is due September 12, 2026—25 days away. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..a6ed1462f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-crm__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales CRM"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account-header","renewal-warning","metrics","main-tabs"]},{"id":"account-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account-title","account-owner","account-tags"]},{"id":"account-title","component":"Heading","text":"Acme Corporation","level":"h1"},{"id":"account-owner","component":"TextContent","text":"**Account owner:** Maya Chen · Enterprise Sales","size":"default"},{"id":"account-tags","component":"TagBlock","tags":["Enterprise","Strategic Account","Active"]},{"id":"renewal-warning","component":"Alert","variant":"warning","title":"Renewal approaching","description":"Renewal date: September 12, 2026 — due in 25 days. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..3b5a6c461
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"startup-month-end-finance","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Finance Overview"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"startup-month-end-finance","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","metrics","expense-card","transactions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Month-end finance","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Cash position, runway, expenses, and significant transactions for July 2026.","size":"default"},{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true,"children":["month-control","download-statement"]},{"id":"month-control","component":"FormControl","label":"Reporting month","input":"month-select","hint":"Choose another closed or current 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..b9935e6e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..9f7eb1c9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"startup-month-end-finance","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Month-End Finance"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"startup-month-end-finance","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","metrics","expenses-card","transactions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Month-end finance","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Cash position, runway, expenses, and large transactions for the selected month.","size":"default"},{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true,"children":["month-control","download-buttons"]},{"id":"month-control","component":"FormControl","label":"Reporting month","input":"month-picker","hint":"Select another month to update this view."},{"id":"month-picker","component":"DatePicker","name":"reportingMonth","mode":"single","value":["2026-07-01"]},{"id":"download-buttons","component":"Buttons","direction":"row","buttons":["download-button"]},{"id":"download-button","component":"Button","label":"Download statement","variant":"primary","size":"medium","action":[{"type":"download","format":"pdf","document":"month-end-statement","month":"2026-07"}]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["cash-card","burn-card","runway-card"]},{"id":"cash-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["cash-label","cash-value","cash-note"],"weight":1},{"id":"cash-label","component":"TextContent","text":"Cash on hand","size":"small-heavy"},{"id":"cash-value","component":"Heading","text":"$1,284,600","level":"h2"},{"id":"cash-note","component":"Badge","text":"As of Jul 31, 2026","variant":"secondary"},{"id":"burn-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["burn-label","burn-value","burn-note"],"weight":1},{"id":"burn-label","component":"TextContent","text":"Monthly burn","size":"small-heavy"},{"id":"burn-value","component":"Heading","text":"$142,800","level":"h2"},{"id":"burn-note","component":"Badge","text":"6.4% lower vs June","variant":"outline"},{"id":"runway-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["runway-label","runway-value","runway-progress"],"weight":1},{"id":"runway-label","component":"TextContent","text":"Months of runway","size":"small-heavy"},{"id":"runway-value","component":"Heading","text":"9.0 months","level":"h2"},{"id":"runway-progress","component":"Progress","value":75,"label":"9 of 12-month target"},{"id":"expenses-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["expenses-header","expenses-chart"]},{"id":"expenses-header","component":"CardHeader","title":"Expenses by category","subtitle":"July 2026 · Total operating expenses: $142,800"},{"id":"expenses-chart","component":"HorizontalBarChart","labels":["Payroll & benefits","Cloud & software","Marketing","Professional services","Office & operations","Travel"],"series":["expenses-series"],"variant":"grouped","xLabel":"USD","yLabel":"Category"},{"id":"expenses-series","component":"Series","category":"Expense","values":[78500,22400,16800,12100,8500,4500]},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","transactions-alert","transactions-table"]},{"id":"transactions-header","component":"CardHeader","title":"Transactions above $10,000","subtitle":"Posted during July 2026"},{"id":"transactions-alert","component":"Alert","title":"4 large transactions","description":"These transactions total $103,450 and represent 72.4% of this month's operating expenses.","variant":"info"},{"id":"transactions-table","component":"Table","columns":["date-col","merchant-col","category-col","amount-col","status-col"]},{"id":"date-col","component":"Col","label":"Date","type":"string","data":["Jul 03","Jul 08","Jul 15","Jul 29"]},{"id":"merchant-col","component":"Col","label":"Merchant / payee","type":"string","data":["Gusto Payroll","AWS","Gusto Payroll","Northstar Legal LLP"]},{"id":"category-col","component":"Col","label":"Category","type":"string","data":["Payroll & benefits","Cloud & software","Payroll & benefits","Professional services"]},{"id":"amount-col","component":"Col","label":"Amount","type":"number","data":[39250,14200,39250,10750]},{"id":"status-col","component":"Col","label":"Status","type":"string","data":["Posted","Posted","Posted","Posted"]}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..b817ff4b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-finance__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"startup-month-end-finance","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Finance Overview"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"startup-month-end-finance","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","metrics","expenses-card","transactions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Month-end finance","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Financial position and activity for July 2026","size":"default"},{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true,"children":["month-control","download-buttons"]},{"id":"month-control","component":"FormControl","label":"Reporting month","input":"month-picker","hint":"Choose another month to update this view."},{"id":"month-picker","component":"DatePicker","name":"reporting_month","mode":"single","value":["2026-07-01"]},{"id":"download-buttons","component":"Buttons","direction":"row","buttons":["download-statement"]},{"id":"download-statement","component":"Button","label":"Download statement","variant":"primary","size":"medium","action":[{"type":"download","format":"pdf","document":"month-end-statement","month":"2026-07"}]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["cash-card","burn-card","runway-card"]},{"id":"cash-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["cash-label","cash-value","cash-note"]},{"id":"cash-label","component":"TextContent","text":"Cash on hand","size":"small-heavy"},{"id":"cash-value","component":"Heading","text":"$1,248,600","level":"h2"},{"id":"cash-note","component":"TextContent","text":"As of July 31, 2026","size":"small"},{"id":"burn-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["burn-label","burn-value","burn-note"]},{"id":"burn-label","component":"TextContent","text":"Monthly burn","size":"small-heavy"},{"id":"burn-value","component":"Heading","text":"$184,300","level":"h2"},{"id":"burn-note","component":"TextContent","text":"Net cash used this month","size":"small"},{"id":"runway-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["runway-label","runway-value","runway-progress"]},{"id":"runway-label","component":"TextContent","text":"Runway","size":"small-heavy"},{"id":"runway-value","component":"Heading","text":"6.8 months","level":"h2"},{"id":"runway-progress","component":"Progress","value":57,"label":"6.8 of 12 months"},{"id":"expenses-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["expenses-header","expenses-chart","expenses-total"]},{"id":"expenses-header","component":"CardHeader","title":"Expenses by category","subtitle":"July 2026 operating expenses"},{"id":"expenses-chart","component":"PieChart","labels":["Payroll","Cloud & software","Marketing","Office & operations","Legal & professional","Travel"],"values":[112400,24600,18300,12100,9800,7100],"variant":"donut","appearance":"circular"},{"id":"expenses-total","component":"TextContent","text":"**Total expenses: $184,300**","size":"default"},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","transactions-alert","transactions-table"]},{"id":"transactions-header","component":"CardHeader","title":"Transactions above $10,000","subtitle":"Posted during July 2026"},{"id":"transactions-alert","component":"Alert","title":"5 high-value transactions","description":"Combined value: $143,850","variant":"info"},{"id":"transactions-table","component":"Table","columns":["date-col","merchant-col","category-col","amount-col"]},{"id":"date-col","component":"Col","label":"Date","data":["Jul 02","Jul 05","Jul 12","Jul 18","Jul 29"],"type":"string"},{"id":"merchant-col","component":"Col","label":"Merchant / payee","data":["Gusto Payroll","AWS","Northstar Media","Gusto Payroll","WeWork"],"type":"string"},{"id":"category-col","component":"Col","label":"Category","data":["Payroll","Cloud & software","Marketing","Payroll","Office & operations"],"type":"string"},{"id":"amount-col","component":"Col","label":"Amount","data":["$56,200","$24,600","$18,300","$33,700","$11,050"],"type":"number"}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..eb993ecf7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
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Orleans, LA","Atlanta, GA"],"type":"string"},{"id":"eta-col","component":"Col","label":"ETA","data":["Aug 18, 4:45 PM","Aug 19, 3:30 PM","Aug 18, 7:10 PM","Aug 19, 9:00 AM","Aug 18, 6:20 PM","Aug 20, 11:00 AM","Aug 19, 1:40 PM","Aug 19, 8:15 PM"],"type":"string"},{"id":"status-col","component":"Col","label":"Status","data":["On time","Delayed • 5h","Arriving early","On time","At destination","Delayed • 9h","On time","Delayed • 3h"],"type":"string"},{"id":"flag-form","component":"Form","name":"flag-shipment","fields":["flag-shipment-control","flag-reason-control"],"buttons":"flag-buttons"},{"id":"flag-shipment-control","component":"FormControl","label":"Flag a shipment","input":"flag-shipment-select","hint":"Select a shipment that needs follow-up."},{"id":"flag-shipment-select","component":"Select","name":"shipmentId","placeholder":"Choose shipment","items":["flag-opt-4821","flag-opt-4817","flag-opt-4813","flag-opt-4804","flag-opt-4798","flag-opt-4792","flag-opt-4785","flag-opt-4768"]},{"id":"flag-opt-4821","component":"SelectItem","value":"SHP-4821","label":"SHP-4821 • Phoenix → San Diego"},{"id":"flag-opt-4817","component":"SelectItem","value":"SHP-4817","label":"SHP-4817 • Chicago → Dallas"},{"id":"flag-opt-4813","component":"SelectItem","value":"SHP-4813","label":"SHP-4813 • Miami → Orlando"},{"id":"flag-opt-4804","component":"SelectItem","value":"SHP-4804","label":"SHP-4804 • Denver → Salt Lake City"},{"id":"flag-opt-4798","component":"SelectItem","value":"SHP-4798","label":"SHP-4798 • Boston → Philadelphia"},{"id":"flag-opt-4792","component":"SelectItem","value":"SHP-4792","label":"SHP-4792 • Los Angeles → Seattle"},{"id":"flag-opt-4785","component":"SelectItem","value":"SHP-4785","label":"SHP-4785 • Houston → New Orleans"},{"id":"flag-opt-4768","component":"SelectItem","value":"SHP-4768","label":"SHP-4768 • Newark → Atlanta"},{"id":"flag-reason-control","component":"FormControl","label":"Flag reason","input":"flag-reason-select","hint":"Choose the reason for operational review."},{"id":"flag-reason-select","component":"Select","name":"reason","placeholder":"Choose reason","items":["flag-reason-delay","flag-reason-customer","flag-reason-damage","flag-reason-documentation","flag-reason-other"]},{"id":"flag-reason-delay","component":"SelectItem","value":"delay-risk","label":"Delay risk"},{"id":"flag-reason-customer","component":"SelectItem","value":"customer-priority","label":"Customer priority"},{"id":"flag-reason-damage","component":"SelectItem","value":"damage-concern","label":"Damage concern"},{"id":"flag-reason-documentation","component":"SelectItem","value":"documentation","label":"Documentation issue"},{"id":"flag-reason-other","component":"SelectItem","value":"other","label":"Other"},{"id":"flag-buttons","component":"Buttons","buttons":["flag-submit"],"direction":"row"},{"id":"flag-submit","component":"Button","label":"Flag shipment","variant":"primary","type":"normal","size":"medium","action":[{"type":"submit","form":"flag-shipment"}]},{"id":"analytics-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["carrier-card","weekly-volume-card"]},{"id":"carrier-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["carrier-header","carrier-chart"]},{"id":"carrier-header","component":"CardHeader","title":"Volume split by carrier","subtitle":"Share of shipments this month"},{"id":"carrier-chart","component":"PieChart","labels":["NorthStar Freight","RapidLine Logistics","BluePeak Transport","Atlas Carrier Co.","Other"],"values":[34,27,19,12,8],"variant":"donut","appearance":"circular"},{"id":"weekly-volume-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["weekly-volume-header","weekly-volume-chart"]},{"id":"weekly-volume-header","component":"CardHeader","title":"Weekly volume • past two months","subtitle":"Shipments dispatched by week"},{"id":"weekly-volume-chart","component":"BarChart","labels":["Jun 22","Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10"],"series":["weekly-volume-series"],"variant":"grouped","xLabel":"Week starting","yLabel":"Shipments"},{"id":"weekly-volume-series","component":"Series","category":"Shipments","values":[214,228,205,246,259,271,263,288]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..dba140167
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","refresh","route-search-card","delayed-alert","metrics","analytics","shipments-card"]},{"id":"header","component":"CardHeader","title":"Logistics Coordinator Board","subtitle":"Monitor in-transit shipments, carrier volume, cost, and delivery performance"},{"id":"refresh","component":"Tag","text":"Last refreshed: Aug 18, 2026 at 10:42 AM UTC","icon":"refresh-cw","size":"sm","variant":"neutral"},{"id":"route-search-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["route-search-title","route-search-form"]},{"id":"route-search-title","component":"Heading","text":"Search by route","level":"h3"},{"id":"route-search-form","component":"Form","name":"route_search","fields":["route-search-control"],"buttons":"route-search-buttons"},{"id":"route-search-control","component":"FormControl","label":"Origin or destination","input":"route-search-input","hint":"Enter a city, port, airport, or route such as Chicago → Dallas"},{"id":"route-search-input","component":"Input","name":"route","placeholder":"Search routes…","type":"text"},{"id":"route-search-buttons","component":"Buttons","direction":"row","buttons":["route-search-submit","route-search-clear"]},{"id":"route-search-submit","component":"Button","label":"Search","variant":"primary","size":"medium","action":[{"event":"search_route"}]},{"id":"route-search-clear","component":"Button","label":"Clear","variant":"tertiary","size":"medium","action":[{"event":"clear_route_search"}]},{"id":"delayed-alert","component":"Alert","title":"2 delayed shipments need attention","description":"SHP-10482 is delayed by weather near Denver; SHP-10491 is awaiting customs clearance in Rotterdam.","variant":"warning"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["ontime-card","cost-card","transit-card","delayed-card"]},{"id":"ontime-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["ontime-label","ontime-value","ontime-progress"]},{"id":"ontime-label","component":"TextContent","text":"On-time this month","size":"small-heavy"},{"id":"ontime-value","component":"Heading","text":"94.6%","level":"h2"},{"id":"ontime-progress","component":"Progress","value":94.6,"label":"94.6% on time"},{"id":"cost-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["cost-label","cost-value","cost-note"]},{"id":"cost-label","component":"TextContent","text":"Average cost per shipment","size":"small-heavy"},{"id":"cost-value","component":"Heading","text":"$1,284","level":"h2"},{"id":"cost-note","component":"TextContent","text":"Month to date • down 3.2%","size":"small"},{"id":"transit-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["transit-label","transit-value","transit-note"]},{"id":"transit-label","component":"TextContent","text":"Shipments in transit","size":"small-heavy"},{"id":"transit-value","component":"Heading","text":"128","level":"h2"},{"id":"transit-note","component":"TextContent","text":"Across 37 active routes","size":"small"},{"id":"delayed-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["delayed-label","delayed-value","delayed-note"]},{"id":"delayed-label","component":"TextContent","text":"Currently 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volume","subtitle":"Past two months"},{"id":"weekly-chart","component":"BarChart","labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["weekly-series"],"variant":"grouped","xLabel":"Week starting","yLabel":"Shipments"},{"id":"weekly-series","component":"Series","category":"Shipments","values":[82,91,88,105,97,112,119,108]},{"id":"shipments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["shipments-header","shipments-table","flag-form"]},{"id":"shipments-header","component":"CardHeader","title":"Shipments in transit","subtitle":"Showing priority and recently updated shipments"},{"id":"shipments-table","component":"Table","columns":["shipment-col","origin-col","destination-col","eta-col","status-col"]},{"id":"shipment-col","component":"Col","label":"Shipment","data":["SHP-10482","SHP-10491","SHP-10503","SHP-10507","SHP-10512","SHP-10519"],"type":"string"},{"id":"origin-col","component":"Col","label":"Origin","data":["Seattle, US","Hamburg, DE","Chicago, US","Shenzhen, CN","Toronto, CA","Los Angeles, US"],"type":"string"},{"id":"destination-col","component":"Col","label":"Destination","data":["Denver, US","Rotterdam, NL","Dallas, US","Long Beach, US","New York, US","Phoenix, US"],"type":"string"},{"id":"eta-col","component":"Col","label":"ETA","data":["Aug 19, 4:30 PM","Aug 21, 9:00 AM","Aug 18, 6:15 PM","Aug 24, 2:00 PM","Aug 20, 11:45 AM","Aug 19, 8:20 AM"],"type":"string"},{"id":"status-col","component":"Col","label":"Status","data":["Delayed • Weather","Delayed • Customs","On time","In transit","On time","Arriving soon"],"type":"string"},{"id":"flag-form","component":"Form","name":"flag_shipment","fields":["flag-shipment-control","flag-reason-control"],"buttons":"flag-buttons"},{"id":"flag-shipment-control","component":"FormControl","label":"Flag a shipment","input":"flag-shipment-select","hint":"Select a shipment that needs follow-up"},{"id":"flag-shipment-select","component":"Select","name":"shipment_id","placeholder":"Choose shipment","size":"medium","items":["flag-opt-10482","flag-opt-10491","flag-opt-10503","flag-opt-10507","flag-opt-10512","flag-opt-10519"]},{"id":"flag-opt-10482","component":"SelectItem","value":"SHP-10482","label":"SHP-10482 • Seattle → Denver"},{"id":"flag-opt-10491","component":"SelectItem","value":"SHP-10491","label":"SHP-10491 • Hamburg → Rotterdam"},{"id":"flag-opt-10503","component":"SelectItem","value":"SHP-10503","label":"SHP-10503 • Chicago → Dallas"},{"id":"flag-opt-10507","component":"SelectItem","value":"SHP-10507","label":"SHP-10507 • Shenzhen → Long Beach"},{"id":"flag-opt-10512","component":"SelectItem","value":"SHP-10512","label":"SHP-10512 • Toronto → New York"},{"id":"flag-opt-10519","component":"SelectItem","value":"SHP-10519","label":"SHP-10519 • Los Angeles → Phoenix"},{"id":"flag-reason-control","component":"FormControl","label":"Reason","input":"flag-reason-input","hint":"Add context for the operations team"},{"id":"flag-reason-input","component":"Input","name":"flag_reason","placeholder":"e.g., Customer escalation or missed checkpoint","type":"text"},{"id":"flag-buttons","component":"Buttons","direction":"row","buttons":["flag-submit"]},{"id":"flag-submit","component":"Button","label":"Flag shipment","variant":"primary","type":"normal","size":"medium","action":[{"event":"flag_shipment"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..be290915e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","route-search-card","delayed-callout","metrics-row","carrier-volume-card","weekly-volume-card","shipments-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","children":["header-title","refresh-tag"]},{"id":"header-title","component":"CardHeader","title":"Logistics Coordinator Board","subtitle":"Live shipment visibility, carrier mix, cost, and service performance"},{"id":"refresh-tag","component":"Tag","text":"Last refreshed: Aug 18, 2026 · 14:32 UTC","icon":"refresh-cw","variant":"neutral","size":"md"},{"id":"route-search-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["route-search-title","route-search-form"]},{"id":"route-search-title","component":"Heading","text":"Search by route","level":"h3"},{"id":"route-search-form","component":"Form","name":"route-search","fields":["route-search-control"],"buttons":"route-search-buttons"},{"id":"route-search-control","component":"FormControl","label":"Origin, destination, or route","input":"route-search-input","hint":"Examples: Chicago → Dallas, LAX, or SEA–DEN"},{"id":"route-search-input","component":"Input","name":"route","type":"text","placeholder":"Search route…"},{"id":"route-search-buttons","component":"Buttons","direction":"row","buttons":["route-search-submit","route-search-clear"]},{"id":"route-search-submit","component":"Button","label":"Search shipments","variant":"primary","size":"medium","action":[{"type":"submit","form":"route-search"}]},{"id":"route-search-clear","component":"Button","label":"Clear","variant":"tertiary","size":"medium","action":[{"type":"reset","form":"route-search"}]},{"id":"delayed-callout","component":"Callout","variant":"warning","title":"3 delayed shipments need attention","description":"SHP-10482 is 7h late, SHP-10501 is 4h late, and SHP-10517 is 2h late. Review exceptions and flag shipments requiring escalation."},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["on-time-card","cost-card","transit-card"]},{"id":"on-time-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["on-time-label","on-time-value","on-time-progress"],"weight":1},{"id":"on-time-label","component":"TextContent","text":"On-time this month","size":"small-heavy"},{"id":"on-time-value","component":"Heading","text":"94.6%","level":"h2"},{"id":"on-time-progress","component":"Progress","value":94.6,"label":"Target: 95%"},{"id":"cost-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["cost-label","cost-value","cost-note"],"weight":1},{"id":"cost-label","component":"TextContent","text":"Average cost per 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transit","subtitle":"Priority movements and current exception status"},{"id":"shipments-table","component":"Table","columns":["shipment-id-col","origin-col","destination-col","eta-col","status-col"]},{"id":"shipment-id-col","component":"Col","label":"Shipment","type":"string","data":["SHP-10482","SHP-10501","SHP-10517","SHP-10523","SHP-10528","SHP-10531"]},{"id":"origin-col","component":"Col","label":"Origin","type":"string","data":["Chicago, IL","Los Angeles, CA","Seattle, WA","Atlanta, GA","Newark, NJ","Phoenix, AZ"]},{"id":"destination-col","component":"Col","label":"Destination","type":"string","data":["Dallas, TX","Denver, CO","Portland, OR","Miami, FL","Boston, MA","San Diego, CA"]},{"id":"eta-col","component":"Col","label":"ETA","type":"string","data":["Aug 18 · 09:30","Aug 18 · 12:00","Aug 18 · 15:45","Aug 18 · 18:20","Aug 19 · 07:15","Aug 19 · 11:40"]},{"id":"status-col","component":"Col","label":"Status","type":"string","data":["Delayed · 7h","Delayed · 4h","Delayed · 2h","On time","At risk","On time"]},{"id":"flag-section","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["flag-title","flag-form"]},{"id":"flag-title","component":"Heading","text":"Flag a shipment","level":"h3"},{"id":"flag-form","component":"Form","name":"flag-shipment","fields":["flag-shipment-control","flag-reason-control"],"buttons":"flag-buttons"},{"id":"flag-shipment-control","component":"FormControl","label":"Shipment","input":"flag-shipment-select"},{"id":"flag-shipment-select","component":"Select","name":"shipmentId","placeholder":"Select a shipment","items":["flag-option-10482","flag-option-10501","flag-option-10517","flag-option-10523","flag-option-10528","flag-option-10531"]},{"id":"flag-option-10482","component":"SelectItem","value":"SHP-10482","label":"SHP-10482 · Chicago → Dallas · Delayed"},{"id":"flag-option-10501","component":"SelectItem","value":"SHP-10501","label":"SHP-10501 · Los Angeles → Denver · Delayed"},{"id":"flag-option-10517","component":"SelectItem","value":"SHP-10517","label":"SHP-10517 · Seattle → Portland · Delayed"},{"id":"flag-option-10523","component":"SelectItem","value":"SHP-10523","label":"SHP-10523 · Atlanta → Miami · On time"},{"id":"flag-option-10528","component":"SelectItem","value":"SHP-10528","label":"SHP-10528 · Newark → Boston · At risk"},{"id":"flag-option-10531","component":"SelectItem","value":"SHP-10531","label":"SHP-10531 · Phoenix → San Diego · On time"},{"id":"flag-reason-control","component":"FormControl","label":"Reason","input":"flag-reason-select","hint":"The shipment will be added to the coordinator's exception queue."},{"id":"flag-reason-select","component":"Select","name":"reason","placeholder":"Choose a reason","items":["reason-delay","reason-damage","reason-temperature","reason-customer","reason-other"]},{"id":"reason-delay","component":"SelectItem","value":"delay-escalation","label":"Delay escalation"},{"id":"reason-damage","component":"SelectItem","value":"damage-risk","label":"Damage risk"},{"id":"reason-temperature","component":"SelectItem","value":"temperature-excursion","label":"Temperature excursion"},{"id":"reason-customer","component":"SelectItem","value":"customer-priority","label":"Customer priority"},{"id":"reason-other","component":"SelectItem","value":"other","label":"Other exception"},{"id":"flag-buttons","component":"Buttons","direction":"row","buttons":["flag-submit"]},{"id":"flag-submit","component":"Button","label":"Flag shipment","variant":"primary","type":"normal","size":"medium","action":[{"type":"submit","form":"flag-shipment"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..495916e8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-freight__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Operations"}}}
+</a2ui-json>
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..b5c2fad7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Hiring Overview"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","pipeline-card","details-tabs","open-role-dialog"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Hiring overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Workforce and recruiting snapshot • Updated August 18, 2026","size":"small"},{"id":"metrics","component":"Card","variant":"sunk","direction":"row","gap":"l","wrap":true,"children":["headcount-metric","roles-metric","time-metric","interviews-metric"]},{"id":"headcount-metric","component":"Card","variant":"clear","direction":"column","gap":"xs","weight":1,"children":["headcount-label","headcount-value","headcount-note"]},{"id":"headcount-label","component":"TextContent","text":"Current 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..c8889c6c4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","pipeline-card","details","attrition-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["header-copy","new-role-dialog"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Hiring overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Workforce and recruiting snapshot • August 18, 2026","size":"small"},{"id":"new-role-dialog","component":"DialogBlock","triggerLabel":"Open a new role","title":"Open a new role","description":"Enter the role details, then submit the requisition for 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..3603d497b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..5917b4808
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-hr__r4.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..7ca03c972
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..6da9fb338
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r2.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..69d04ef4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r3.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..b7b64b7d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-learning__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"training-analytics","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Learning Analytics"}}}
+</a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..edbc3c677
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..adcbb2e4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..3a59e82e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..604b8f4e2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..dd8b0eed8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..d6897c3d9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..6c10173fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ecommerce-operations-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Commerce Operations"}}}
+</a2ui-json>
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..c3b984882
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-orders__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ecommerce-operations-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Commerce Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ecommerce-operations-desk","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filters","recent-orders-card","volume-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"E-commerce Operations Desk","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Today’s performance, recent orders, fulfillment, and four-week volume.","size":"small"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["orders-today","revenue-today","average-order-value","refund-rate"]},{"id":"orders-today","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["orders-label","orders-value"]},{"id":"orders-label","component":"TextContent","text":"Orders placed 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..3d5a530c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Service Health"}}}
+</a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..4fe9ace21
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..034098cde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..06fa3b25f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b3-server__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Service Health"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"service-health-oncall","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","region-form","summary-row","usage-card","incidents-card","endpoints-card","threshold-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Service health","level":"h1"},{"id":"subtitle","component":"TextContent","text":"On-call overview · Updated just now","size":"small"},{"id":"region-form","component":"Form","name":"region_filter","fields":["region-control"],"buttons":"region-buttons"},{"id":"region-control","component":"FormControl","label":"Region","input":"region-select","hint":"Narrow all health metrics to a single region."},{"id":"region-select","component":"Select","name":"region","items":["region-all","region-use1","region-usw2","region-euw1","region-apse1"],"value":"all","size":"medium"},{"id":"region-all","component":"SelectItem","value":"all","label":"All regions"},{"id":"region-use1","component":"SelectItem","value":"us-east-1","label":"US East (N. 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quarter","size":"small-heavy"},{"id":"uptime-value","component":"Heading","text":"99.982%","level":"h2"},{"id":"uptime-progress","component":"Progress","value":99.982,"label":"SLO target: 99.95%"},{"id":"error-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["error-label","error-value","error-note"]},{"id":"error-label","component":"TextContent","text":"Error rate right now","size":"small-heavy"},{"id":"error-value","component":"Heading","text":"1.24%","level":"h2"},{"id":"error-note","component":"Badge","text":"Elevated · +0.38% vs 1h avg","variant":"destructive"},{"id":"status-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["status-label","status-value","status-note"]},{"id":"status-label","component":"TextContent","text":"Current status","size":"small-heavy"},{"id":"status-value","component":"Heading","text":"Degraded","level":"h2"},{"id":"status-note","component":"Badge","text":"2 open incidents","variant":"destructive"},{"id":"usage-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["usage-header","usage-chart"]},{"id":"usage-header","component":"CardHeader","title":"Resource usage · Past 24 hours","subtitle":"CPU and memory utilization across the selected region"},{"id":"usage-chart","component":"LineChart","labels":["00:00","02:00","04:00","06:00","08:00","10:00","12:00","14:00","16:00","18:00","20:00","22:00","Now"],"series":["cpu-series","memory-series"],"variant":"natural","xLabel":"Time","yLabel":"Utilization (%)"},{"id":"cpu-series","component":"Series","category":"CPU","values":[38,35,32,34,43,51,58,64,71,68,76,72,69]},{"id":"memory-series","component":"Series","category":"Memory","values":[57,56,55,56,59,62,65,67,70,73,75,77,78]},{"id":"incidents-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["incidents-header","incidents-table","incident-actions"]},{"id":"incidents-header","component":"CardHeader","title":"Open incidents","subtitle":"Active issues requiring on-call attention"},{"id":"incidents-table","component":"Table","columns":["incident-id-col","incident-severity-col","incident-summary-col","incident-region-col","incident-age-col"]},{"id":"incident-id-col","component":"Col","label":"Incident","data":["INC-2841","INC-2837"],"type":"string"},{"id":"incident-severity-col","component":"Col","label":"Severity","data":["SEV-1","SEV-2"],"type":"string"},{"id":"incident-summary-col","component":"Col","label":"Summary","data":["Elevated checkout failures","Search latency regression"],"type":"string"},{"id":"incident-region-col","component":"Col","label":"Region","data":["us-east-1","eu-west-1"],"type":"string"},{"id":"incident-age-col","component":"Col","label":"Open for","data":["18 min","47 min"],"type":"string"},{"id":"incident-actions","component":"Form","name":"acknowledge_incident","fields":["incident-select-control"],"buttons":"ack-buttons"},{"id":"incident-select-control","component":"FormControl","label":"Acknowledge an incident","input":"incident-select","hint":"Select the incident you are taking ownership of."},{"id":"incident-select","component":"Select","name":"incident_id","items":["incident-2841","incident-2837"],"placeholder":"Choose an open incident","size":"medium"},{"id":"incident-2841","component":"SelectItem","value":"INC-2841","label":"INC-2841 · SEV-1 · Checkout failures"},{"id":"incident-2837","component":"SelectItem","value":"INC-2837","label":"INC-2837 · SEV-2 · Search latency"},{"id":"ack-buttons","component":"Buttons","buttons":["ack-button"],"direction":"row"},{"id":"ack-button","component":"Button","label":"Acknowledge incident","variant":"primary","size":"medium","action":[{"type":"acknowledge_incident","source":"acknowledge_incident"}]},{"id":"endpoints-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["endpoints-header","endpoints-table"]},{"id":"endpoints-header","component":"CardHeader","title":"Five slowest endpoints","subtitle":"Current p95 latency"},{"id":"endpoints-table","component":"Table","columns":["endpoint-rank-col","endpoint-path-col","endpoint-method-col","endpoint-latency-col"]},{"id":"endpoint-rank-col","component":"Col","label":"Rank","data":[1,2,3,4,5],"type":"number"},{"id":"endpoint-path-col","component":"Col","label":"Endpoint","data":["/v1/checkout/confirm","/v1/search","/v1/orders/{id}","/v1/recommendations","/v1/catalog/items"],"type":"string"},{"id":"endpoint-method-col","component":"Col","label":"Method","data":["POST","GET","GET","GET","GET"],"type":"string"},{"id":"endpoint-latency-col","component":"Col","label":"p95 latency (ms)","data":[1840,1325,988,842,731],"type":"number"},{"id":"threshold-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["threshold-header","threshold-form"]},{"id":"threshold-header","component":"CardHeader","title":"Alert threshold","subtitle":"Set the error-rate level that should page the on-call engineer."},{"id":"threshold-form","component":"Form","name":"alert_threshold","fields":["threshold-control","threshold-window-control"],"buttons":"threshold-buttons"},{"id":"threshold-control","component":"FormControl","label":"Error rate threshold (%)","input":"threshold-input","hint":"Trigger when the error rate exceeds this percentage."},{"id":"threshold-input","component":"Input","name":"error_rate_percent","type":"number","placeholder":"2.0","value":"2.0"},{"id":"threshold-window-control","component":"FormControl","label":"Evaluation window","input":"threshold-window"},{"id":"threshold-window","component":"Select","name":"window","items":["window-1m","window-5m","window-15m"],"value":"5m","size":"medium"},{"id":"window-1m","component":"SelectItem","value":"1m","label":"1 minute"},{"id":"window-5m","component":"SelectItem","value":"5m","label":"5 minutes"},{"id":"window-15m","component":"SelectItem","value":"15m","label":"15 minutes"},{"id":"threshold-buttons","component":"Buttons","buttons":["save-threshold"],"direction":"row"},{"id":"save-threshold","component":"Button","label":"Save alert threshold","variant":"primary","size":"medium","action":[{"type":"save_alert_threshold","source":"alert_threshold"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..b12f89175
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-operations","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1769AA","agentDisplayName":"Hub Operations Desk"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-operations","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","hub-selector-card","kpi-card","ops-tabs","rebook-dialog","followups"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","children":["title","live-tag"]},{"id":"title","component":"CardHeader","title":"ATL Hub Operations Desk","subtitle":"Tuesday, August 18, 2026 • Live operational overview"},{"id":"live-tag","component":"Tag","text":"LIVE","icon":"activity","size":"md","variant":"success"},{"id":"hub-selector-card","component":"Card","variant":"sunk","direction":"row","align":"end","gap":"m","children":["hub-control","hub-actions"]},{"id":"hub-control","component":"FormControl","label":"View a different hub","input":"hub-select","hint":"Switch the dashboard to another station."},{"id":"hub-select","component":"Select","name":"hub","items":["hub-atl","hub-dfw","hub-ord","hub-lax","hub-jfk"],"value":"ATL","size":"medium"},{"id":"hub-atl","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},{"id":"hub-dfw","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},{"id":"hub-ord","component":"SelectItem","value":"ORD","label":"ORD — Chicago O’Hare"},{"id":"hub-lax","component":"SelectItem","value":"LAX","label":"LAX — Los Angeles"},{"id":"hub-jfk","component":"SelectItem","value":"JFK","label":"JFK — New York JFK"},{"id":"hub-actions","component":"Buttons","direction":"row","buttons":["load-hub","refresh"]},{"id":"load-hub","component":"Button","label":"Load hub","variant":"primary","size":"medium","action":[{"type":"switchHub","hub":"ATL"}]},{"id":"refresh","component":"Button","label":"Refresh data","variant":"secondary","size":"medium","action":[{"type":"refreshOperations"}]},{"id":"kpi-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["kpi-heading","kpi-row-one","kpi-row-two"]},{"id":"kpi-heading","component":"Heading","text":"Today at a glance","level":"h2"},{"id":"kpi-row-one","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["otp-card","load-card","cancel-card","turn-card"]},{"id":"otp-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["otp-label","otp-value","otp-progress"]},{"id":"otp-label","component":"TextContent","text":"On-time performance","size":"small-heavy"},{"id":"otp-value","component":"TextContent","text":"**84.7%** · target 87%","size":"large"},{"id":"otp-progress","component":"Progress","value":84.7,"label":"84.7% on time"},{"id":"load-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["load-label","load-value","load-progress"]},{"id":"load-label","component":"TextContent","text":"Average passenger load","size":"small-heavy"},{"id":"load-value","component":"TextContent","text":"**88.2%** · 31,480 passengers","size":"large"},{"id":"load-progress","component":"Progress","value":88.2,"label":"88.2% average load"},{"id":"cancel-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["cancel-label","cancel-value","cancel-note"]},{"id":"cancel-label","component":"TextContent","text":"Cancellations today","size":"small-heavy"},{"id":"cancel-value","component":"TextContent","text":"**6 flights**","size":"large"},{"id":"cancel-note","component":"Badge","text":"1.2% of schedule","variant":"destructive"},{"id":"turn-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","weight":1,"children":["turn-label","turn-value","turn-note"]},{"id":"turn-label","component":"TextContent","text":"Average turnaround","size":"small-heavy"},{"id":"turn-value","component":"TextContent","text":"**41 min**","size":"large"},{"id":"turn-note","component":"Badge","text":"3 min under target","variant":"secondary"},{"id":"kpi-row-two","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["delay-summary","risk-summary","crew-summary","weather-summary"]},{"id":"delay-summary","component":"Alert","title":"9 delayed flights","description":"3 delays exceed 45 minutes; longest delay is 92 minutes.","variant":"warning","weight":1},{"id":"risk-summary","component":"Alert","title":"38 connections at risk","description":"12 passengers have less than 20 minutes to connect.","variant":"destructive","weight":1},{"id":"crew-summary","component":"Alert","title":"7 crews available","description":"3 cockpit and 4 cabin crews can be reassigned now.","variant":"success","weight":1},{"id":"weather-summary","component":"Alert","title":"Weather advisory","description":"Thunderstorms expected 16:30–19:00; ground-stop risk is elevated.","variant":"warning","weight":1},{"id":"ops-tabs","component":"Tabs","items":["flights-tab","changes-tab","crew-tab","weather-tab","connections-tab"]},{"id":"flights-tab","component":"TabItem","value":"flights","trigger":"Flights","content":["delayed-callout","flight-table"]},{"id":"delayed-callout","component":"Callout","variant":"warning","title":"Delayed flights require attention","description":"DL1842 to BOS is delayed 92 minutes at B12; DL907 to SEA is delayed 58 minutes at A04; DL2215 to MCO is delayed 47 minutes at C31."},{"id":"flight-table","component":"Table","columns":["flight-number-col","route-col","gate-col","status-col"]},{"id":"flight-number-col","component":"Col","label":"Flight","type":"string","data":["DL1842","DL907","DL2215","DL431","DL1180","DL602","DL1533","DL2890"]},{"id":"route-col","component":"Col","label":"Route","type":"string","data":["ATL → BOS","ATL → SEA","ATL → MCO","ATL → LGA","ATL → DFW","ATL → DEN","ATL → MIA","ATL → RDU"]},{"id":"gate-col","component":"Col","label":"Gate","type":"string","data":["B12","A04","C31","T06","B27","A18","D11","C07"]},{"id":"status-col","component":"Col","label":"Status","type":"string","data":["Delayed 92m","Delayed 58m","Delayed 47m","Boarding","On time","Final call","On time","Gate closed"]},{"id":"changes-tab","component":"TabItem","value":"gate-changes","trigger":"Gate changes","content":["changes-header","changes-list"]},{"id":"changes-header","component":"TextCallout","variant":"info","title":"Recent gate changes","description":"Four changes were recorded in the last 35 minutes. Verify signage, ramp assets, and passenger notifications."},{"id":"changes-list","component":"ListBlock","variant":"number","items":["change-1","change-2","change-3","change-4"]},{"id":"change-1","component":"ListItem","title":"DL602 · ATL → DEN","subtitle":"A11 → A18 · 8 minutes ago · Equipment positioning","actionLabel":"Review"},{"id":"change-2","component":"ListItem","title":"DL1533 · ATL → MIA","subtitle":"D07 → D11 · 17 minutes ago · Gate conflict","actionLabel":"Review"},{"id":"change-3","component":"ListItem","title":"DL431 · ATL → LGA","subtitle":"T03 → T06 · 24 minutes ago · Late inbound aircraft","actionLabel":"Review"},{"id":"change-4","component":"ListItem","title":"DL1180 · ATL → DFW","subtitle":"B22 → B27 · 34 minutes ago · Maintenance clearance","actionLabel":"Review"},{"id":"crew-tab","component":"TabItem","value":"crews","trigger":"Available crews","content":["crew-callout","crew-table"]},{"id":"crew-callout","component":"Callout","variant":"success","title":"7 crews available for reassignment","description":"All listed crews are legal through the indicated time. Confirm qualifications and transport before assignment."},{"id":"crew-table","component":"Table","columns":["crew-id-col","crew-type-col","crew-qual-col","crew-location-col","crew-legal-col"]},{"id":"crew-id-col","component":"Col","label":"Crew","type":"string","data":["CPT-214","CPT-087","CPT-331","CAB-412","CAB-208","CAB-519","CAB-633"]},{"id":"crew-type-col","component":"Col","label":"Type","type":"string","data":["Cockpit","Cockpit","Cockpit","Cabin","Cabin","Cabin","Cabin"]},{"id":"crew-qual-col","component":"Col","label":"Qualification","type":"string","data":["A321","B737","B757/767","Domestic","Domestic","International","Domestic"]},{"id":"crew-location-col","component":"Col","label":"Location","type":"string","data":["Concourse B","Ops center","Concourse T","Concourse C","Crew lounge","Concourse E","Ops center"]},{"id":"crew-legal-col","component":"Col","label":"Legal until","type":"string","data":["22:10","21:45","23:05","22:30","21:50","00:15","22:55"]},{"id":"weather-tab","component":"TabItem","value":"weather","trigger":"Weather","content":["weather-alert","weather-details","weather-timeline"]},{"id":"weather-alert","component":"Alert","title":"Hub weather advisory: thunderstorms and gusty winds","description":"Convective activity is forecast near ATL from 16:30 to 19:00 local. Expect intermittent ramp closures and arrival spacing.","variant":"warning"},{"id":"weather-details","component":"Card","variant":"sunk","direction":"row","gap":"m","wrap":true,"children":["wind-card","visibility-card","ceiling-card","risk-card"]},{"id":"wind-card","component":"TextContent","text":"**Wind**\n220° at 14 kt, gusting 24 kt","size":"default","weight":1},{"id":"visibility-card","component":"TextContent","text":"**Visibility**\n8 statute miles","size":"default","weight":1},{"id":"ceiling-card","component":"TextContent","text":"**Ceiling**\nBroken at 3,500 ft","size":"default","weight":1},{"id":"risk-card","component":"TextContent","text":"**Operational risk**\nElevated 16:30–19:00","size":"default","weight":1},{"id":"weather-timeline","component":"Steps","items":["weather-step-1","weather-step-2","weather-step-3"]},{"id":"weather-step-1","component":"StepsItem","title":"15:30–16:30 · Monitor","details":"Isolated cells west of the field; normal operations with added fuel discretion."},{"id":"weather-step-2","component":"StepsItem","title":"16:30–19:00 · Elevated risk","details":"Possible lightning alerts, ramp closures, and 20–35 minute arrival spacing."},{"id":"weather-step-3","component":"StepsItem","title":"After 19:00 · Improving","details":"Storms move east; residual departure congestion may continue through 20:30."},{"id":"connections-tab","component":"TabItem","value":"connections","trigger":"Connections at risk","content":["connection-alert","connections-table","connection-actions"]},{"id":"connection-alert","component":"Alert","title":"38 passengers may miss connections","description":"Prioritize 12 critical passengers with less than 20 minutes of connection time. Protect inventory before inbound arrival.","variant":"destructive"},{"id":"connections-table","component":"Table","columns":["inbound-col","outbound-col","connect-time-col","pax-col","risk-col"]},{"id":"inbound-col","component":"Col","label":"Inbound","type":"string","data":["DL744 from MSY","DL1210 from SAV","DL889 from BNA","DL1662 from JAX","DL204 from LHR"]},{"id":"outbound-col","component":"Col","label":"Outbound","type":"string","data":["DL602 to DEN","DL1842 to BOS","DL907 to SEA","DL1180 to DFW","DL1533 to MIA"]},{"id":"connect-time-col","component":"Col","label":"Connection","type":"string","data":["14 min","17 min","22 min","26 min","31 min"]},{"id":"pax-col","component":"Col","label":"Passengers","type":"number","data":[5,7,9,6,11]},{"id":"risk-col","component":"Col","label":"Risk","type":"string","data":["Critical","Critical","High","High","Moderate"]},{"id":"connection-actions","component":"Buttons","direction":"row","buttons":["open-rebook","notify-gates"]},{"id":"open-rebook","component":"Button","label":"Rebook affected passengers","variant":"primary","size":"large","action":[{"type":"openDialog","target":"rebook-dialog"}]},{"id":"notify-gates","component":"Button","label":"Notify departure gates","variant":"secondary","size":"large","action":[{"type":"notifyDepartureGates"}]},{"id":"rebook-dialog","component":"DialogBlock","triggerLabel":"Open passenger rebooking","title":"Rebook affected passengers","description":"Search an affected flight or passenger record, then choose the rebooking scope.","triggerVariant":"default","content":["rebook-form"]},{"id":"rebook-form","component":"Form","name":"passenger-rebooking","fields":["record-control","scope-control","notes-control"],"buttons":"rebook-buttons"},{"id":"record-control","component":"FormControl","label":"Flight number or passenger record","input":"record-input","hint":"Examples: DL1842 or ABC123."},{"id":"record-input","component":"Input","name":"record","type":"text","placeholder":"Enter flight or confirmation code","rules":[{"required":true}]},{"id":"scope-control","component":"FormControl","label":"Rebooking scope","input":"scope-radio","hint":"Bulk rebooking will preserve parties where possible."},{"id":"scope-radio","component":"RadioGroup","name":"scope","items":["scope-critical","scope-flight","scope-all"],"defaultValue":"critical"},{"id":"scope-critical","component":"RadioItem","label":"Critical connections only","description":"Passengers with less than 20 minutes.","value":"critical"},{"id":"scope-flight","component":"RadioItem","label":"Selected flight","description":"All affected passengers on one inbound or outbound flight.","value":"flight"},{"id":"scope-all","component":"RadioItem","label":"All at-risk connections","description":"Process all 38 currently identified passengers.","value":"all"},{"id":"notes-control","component":"FormControl","label":"Agent notes","input":"notes-input","hint":"Optional instructions for the rebooking team."},{"id":"notes-input","component":"TextArea","name":"notes","placeholder":"Add waiver, priority, or accommodation notes","rows":3},{"id":"rebook-buttons","component":"Buttons","direction":"row","buttons":["find-options","send-to-rebooking"]},{"id":"find-options","component":"Button","label":"Find alternate flights","variant":"primary","size":"medium","action":[{"type":"searchRebookingOptions"}]},{"id":"send-to-rebooking","component":"Button","label":"Send to rebooking queue","variant":"secondary","size":"medium","action":[{"type":"queueRebooking"}]},{"id":"followups","component":"FollowUpBlock","items":["followup-delays","followup-crews","followup-connections"]},{"id":"followup-delays","component":"FollowUpItem","text":"Show only flights delayed more than 30 minutes"},{"id":"followup-crews","component":"FollowUpItem","text":"Match available crews to disrupted flights"},{"id":"followup-connections","component":"FollowUpItem","text":"Prioritize critical passenger connections"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..0834c0c0b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#175CD3","agentDisplayName":"Hub Operations Desk"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-ops","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","hub_controls","weather","metrics","delayed_callout","ops_tabs","actions"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","children":["title","live_badge"]},{"id":"title","component":"CardHeader","title":"Atlanta Hub Operations Desk","subtitle":"ATL · Today, August 18, 2026 · Local time 14:35 EDT"},{"id":"live_badge","component":"Badge","text":"LIVE","variant":"outline"},{"id":"hub_controls","component":"Form","name":"hub_selector","fields":["hub_control"],"buttons":"hub_buttons"},{"id":"hub_control","component":"FormControl","label":"View a different hub","input":"hub_select","hint":"Switching hubs refreshes all operational data."},{"id":"hub_select","component":"Select","name":"hub","value":"ATL","size":"medium","items":["hub_atl","hub_dtw","hub_jfk","hub_lax","hub_msp","hub_sea"],"accessibility":{"label":"Hub airport"}},{"id":"hub_atl","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},{"id":"hub_dtw","component":"SelectItem","value":"DTW","label":"DTW — Detroit"},{"id":"hub_jfk","component":"SelectItem","value":"JFK","label":"JFK — New York"},{"id":"hub_lax","component":"SelectItem","value":"LAX","label":"LAX — Los Angeles"},{"id":"hub_msp","component":"SelectItem","value":"MSP","label":"MSP — Minneapolis"},{"id":"hub_sea","component":"SelectItem","value":"SEA","label":"SEA — Seattle"},{"id":"hub_buttons","component":"Buttons","buttons":["load_hub"],"direction":"row"},{"id":"load_hub","component":"Button","label":"Load hub","variant":"secondary","size":"medium","action":[{"type":"loadHub","hub":"ATL"}]},{"id":"weather","component":"Alert","title":"Weather advisory at ATL","description":"Thunderstorms possible 16:00–19:00 EDT. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..26ccc63b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r3.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..879599754
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-airline__r4.txt
@@ -0,0 +1,7 @@
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AX 5298 to DFW is cancelled."},{"id":"gate-crew-row","component":"Card","variant":"clear","direction":"row","gap":"l","align":"stretch","children":["gate-card","crew-card"]},{"id":"gate-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["gate-title","gate-table"]},{"id":"gate-title","component":"Heading","text":"Recent gate changes","level":"h2"},{"id":"gate-table","component":"Table","columns":["gate-time","gate-flight","gate-change"]},{"id":"gate-time","component":"Col","label":"Time","type":"string","data":["14:28","14:17","14:05","13:52"]},{"id":"gate-flight","component":"Col","label":"Flight","type":"string","data":["AX 1042","AX 3305","AX 7182","AX 6074"]},{"id":"gate-change","component":"Col","label":"Change","type":"string","data":["B12 → B18","E08 → E12","D19 → D22","B09 → B04"]},{"id":"crew-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["crew-title","crew-table","crew-actions"]},{"id":"crew-title","component":"Heading","text":"Crews available for reassignment","level":"h2"},{"id":"crew-table","component":"Table","columns":["crew-id","crew-type","crew-ready","crew-qual"]},{"id":"crew-id","component":"Col","label":"Crew","type":"string","data":["FLC-27","CAB-114","FLC-08","CAB-203"]},{"id":"crew-type","component":"Col","label":"Type","type":"string","data":["Flight deck","Cabin","Flight deck","Cabin"]},{"id":"crew-ready","component":"Col","label":"Available","type":"string","data":["Now","14:50","15:10","15:20"]},{"id":"crew-qual","component":"Col","label":"Qualification","type":"string","data":["A320 family","A321 • 5 crew","B737 family","B737 • 4 crew"]},{"id":"crew-actions","component":"Buttons","direction":"row","buttons":["assign-crew"]},{"id":"assign-crew","component":"Button","label":"Open crew reassignment","variant":"secondary","size":"small","action":[{"type":"openCrewReassignment","hub":"ATL"}]},{"id":"weather-connections-row","component":"Card","variant":"clear","direction":"row","gap":"l","align":"stretch","children":["weather-card","connections-card"]},{"id":"weather-card","component":"Card","variant":"sunk","direction":"column","gap":"m","weight":1,"children":["weather-title","weather-details"]},{"id":"weather-title","component":"Heading","text":"Weather advisories — ATL","level":"h2"},{"id":"weather-details","component":"ListBlock","variant":"number","items":["weather-1","weather-2","weather-3"]},{"id":"weather-1","component":"ListItem","title":"Convective activity","subtitle":"Thunderstorms southwest of the field through 17:00; arrival spacing in effect."},{"id":"weather-2","component":"ListItem","title":"Ramp lightning watch","subtitle":"Active since 14:12. Outdoor ramp work may pause with little notice."},{"id":"weather-3","component":"ListItem","title":"Wind advisory","subtitle":"220° at 18 kt, gusting 28 kt; runway configuration changes possible."},{"id":"connections-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["connections-title","connections-summary","connections-table"]},{"id":"connections-title","component":"Heading","text":"Connections at risk","level":"h2"},{"id":"connections-summary","component":"TextCallout","variant":"warning","title":"38 passengers across 4 inbound flights","description":"Minimum connection thresholds are projected to be missed without intervention."},{"id":"connections-table","component":"Table","columns":["conn-inbound","conn-outbound","conn-pax","conn-window"]},{"id":"conn-inbound","component":"Col","label":"Inbound","type":"string","data":["AX 902 / RDU","AX 155 / SAV","AX 774 / BHM","AX 281 / CHS"]},{"id":"conn-outbound","component":"Col","label":"Connecting to","type":"string","data":["AX 2187 / MCO","AX 3305 / LAX","AX 4410 / ORD","AX 7182 / DEN"]},{"id":"conn-pax","component":"Col","label":"Passengers","type":"number","data":[14,9,8,7]},{"id":"conn-window","component":"Col","label":"Projected connection","type":"string","data":["18 min • high risk","22 min • high risk","27 min • moderate","25 min • moderate"]},{"id":"rebook-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["rebook-title","rebook-callout","rebook-form"]},{"id":"rebook-title","component":"Heading","text":"Rebook affected passengers","level":"h2"},{"id":"rebook-callout","component":"TextCallout","variant":"info","title":"Passenger recovery workspace","description":"Search by flight and choose a recovery priority. The workflow will surface eligible alternatives and protect inventory."},{"id":"rebook-form","component":"Form","name":"passenger_rebooking","fields":["rebook-flight-control","rebook-priority-control","rebook-notes-control"],"buttons":"rebook-buttons"},{"id":"rebook-flight-control","component":"FormControl","label":"Affected flight","input":"rebook-flight","hint":"Enter the cancelled or delayed flight number."},{"id":"rebook-flight","component":"Input","name":"flight_number","type":"text","placeholder":"e.g., AX 5298","rules":[{"required":true,"message":"Flight number is required"}]},{"id":"rebook-priority-control","component":"FormControl","label":"Recovery priority","input":"rebook-priority"},{"id":"rebook-priority","component":"Select","name":"priority","value":"connections","items":["priority-connections","priority-all","priority-special"],"placeholder":"Select priority"},{"id":"priority-connections","component":"SelectItem","value":"connections","label":"Misconnecting passengers first"},{"id":"priority-all","component":"SelectItem","value":"all","label":"All affected passengers"},{"id":"priority-special","component":"SelectItem","value":"special","label":"Special assistance and unaccompanied minors"},{"id":"rebook-notes-control","component":"FormControl","label":"Operations notes","input":"rebook-notes","hint":"Optional constraints for the recovery team."},{"id":"rebook-notes","component":"TextArea","name":"notes","rows":3,"placeholder":"Add routing, inventory, or customer-care instructions"},{"id":"rebook-buttons","component":"Buttons","direction":"row","buttons":["find-options","open-manifest"]},{"id":"find-options","component":"Button","label":"Find rebooking options","variant":"primary","size":"medium","action":[{"type":"submit","form":"passenger_rebooking"}]},{"id":"open-manifest","component":"Button","label":"Open affected passenger list","variant":"secondary","size":"medium","action":[{"type":"openAffectedPassengers","hub":"ATL"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..7bfd0b6da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#176B5B","agentDisplayName":"Personal Banking"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["welcome","balances","main-tabs","quick-actions"]},{"id":"welcome","component":"CardHeader","title":"Good morning, Alex","subtitle":"Your financial overview • Updated today"},{"id":"balances","component":"Card","variant":"card","direction":"column","gap":"m","children":["balances-title","balance-table"]},{"id":"balances-title","component":"Heading","text":"Account balances","level":"h2"},{"id":"balance-table","component":"Table","columns":["balance-account","balance-available","balance-status"]},{"id":"balance-account","component":"Col","label":"Account","data":["Everyday Checking • 4821","High-Yield Savings • 1098","Rewards Credit • 7734"],"type":"string"},{"id":"balance-available","component":"Col","label":"Balance","data":["$4,286.42","$18,740.00","$1,284.16 owed"],"type":"string"},{"id":"balance-status","component":"Col","label":"Available","data":["$4,286.42","$18,740.00","$6,715.84 credit"],"type":"string"},{"id":"main-tabs","component":"Tabs","items":["overview-tab","move-tab","controls-tab"]},{"id":"overview-tab","component":"TabItem","value":"overview","trigger":"Overview","content":["overview-stack"]},{"id":"overview-stack","component":"Card","variant":"clear","direction":"column","gap":"l","children":["transactions-card","spending-card","bills-card","insights-row"]},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-title","transactions-table","dispute-dialog"]},{"id":"transactions-title","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across your accounts"},{"id":"transactions-table","component":"Table","columns":["transaction-merchant","transaction-date","transaction-account","transaction-amount"]},{"id":"transaction-merchant","component":"Col","label":"Merchant","data":["Green Market","Metro Transit","StreamFlix","Corner Coffee","Northside Pharmacy"],"type":"string"},{"id":"transaction-date","component":"Col","label":"Date","data":["Today","Today","Aug 17","Aug 16","Aug 15"],"type":"string"},{"id":"transaction-account","component":"Col","label":"Account","data":["Checking","Credit","Credit","Checking","Credit"],"type":"string"},{"id":"transaction-amount","component":"Col","label":"Amount","data":["−$86.24","−$24.00","−$15.99","−$6.75","−$42.18"],"type":"string"},{"id":"dispute-dialog","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Start a transaction dispute","description":"Choose the transaction and explain what went wrong. We’ll review it and follow up securely.","content":["dispute-form"],"triggerVariant":"outline"},{"id":"dispute-form","component":"Form","name":"transaction-dispute","fields":["dispute-transaction-control","dispute-reason-control","dispute-details-control"],"buttons":"dispute-buttons"},{"id":"dispute-transaction-control","component":"FormControl","label":"Transaction","input":"dispute-transaction"},{"id":"dispute-transaction","component":"Select","name":"transaction","placeholder":"Select a transaction","items":["dispute-option-1","dispute-option-2","dispute-option-3","dispute-option-4","dispute-option-5"]},{"id":"dispute-option-1","component":"SelectItem","value":"green-market-8624","label":"Green Market • $86.24 • Today"},{"id":"dispute-option-2","component":"SelectItem","value":"metro-transit-2400","label":"Metro Transit • $24.00 • Today"},{"id":"dispute-option-3","component":"SelectItem","value":"streamflix-1599","label":"StreamFlix • $15.99 • Aug 17"},{"id":"dispute-option-4","component":"SelectItem","value":"corner-coffee-675","label":"Corner Coffee • $6.75 • Aug 16"},{"id":"dispute-option-5","component":"SelectItem","value":"pharmacy-4218","label":"Northside Pharmacy • $42.18 • Aug 15"},{"id":"dispute-reason-control","component":"FormControl","label":"Reason","input":"dispute-reason"},{"id":"dispute-reason","component":"RadioGroup","name":"reason","items":["reason-unrecognized","reason-wrong-amount","reason-duplicate"],"defaultValue":"unrecognized"},{"id":"reason-unrecognized","component":"RadioItem","label":"I don’t recognize it","description":"The merchant or purchase is unfamiliar.","value":"unrecognized"},{"id":"reason-wrong-amount","component":"RadioItem","label":"The amount is wrong","description":"The charge differs from what you authorized.","value":"wrong-amount"},{"id":"reason-duplicate","component":"RadioItem","label":"I was charged twice","description":"This appears to be a duplicate charge.","value":"duplicate"},{"id":"dispute-details-control","component":"FormControl","label":"Additional details","input":"dispute-details","hint":"Do not include passwords or PINs."},{"id":"dispute-details","component":"TextArea","name":"details","placeholder":"Tell us what happened","rows":4},{"id":"dispute-buttons","component":"Buttons","direction":"row","buttons":["dispute-submit"]},{"id":"dispute-submit","component":"Button","label":"Submit dispute","variant":"primary","size":"medium","action":[{"type":"submit","form":"transaction-dispute"}]},{"id":"spending-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["spending-title","spending-chart","spending-total"]},{"id":"spending-title","component":"CardHeader","title":"Spending this month","subtitle":"August category split"},{"id":"spending-chart","component":"PieChart","labels":["Housing","Food & dining","Shopping","Transport","Subscriptions","Other"],"values":[1450,624,382,276,94,218],"variant":"donut","appearance":"circular"},{"id":"spending-total","component":"TextContent","text":"**$3,044 spent** this month • 8% less than last month","size":"default"},{"id":"bills-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["bills-title","bills-table","bills-total"]},{"id":"bills-title","component":"CardHeader","title":"Bills due soon","subtitle":"Scheduled over the next 14 days"},{"id":"bills-table","component":"Table","columns":["bill-name","bill-due","bill-account","bill-amount"]},{"id":"bill-name","component":"Col","label":"Bill","data":["City Electric","Home Internet","Rewards Credit payment"],"type":"string"},{"id":"bill-due","component":"Col","label":"Due","data":["Aug 21","Aug 25","Aug 29"],"type":"string"},{"id":"bill-account","component":"Col","label":"Pay from","data":["Checking","Checking","Checking"],"type":"string"},{"id":"bill-amount","component":"Col","label":"Amount","data":["$124.60","$79.99","$350.00"],"type":"string"},{"id":"bills-total","component":"Callout","variant":"info","title":"$554.59 due soon","description":"Your checking balance is sufficient for these scheduled bills."},{"id":"insights-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["vacation-card","credit-score-card"]},{"id":"vacation-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["vacation-title","vacation-progress","vacation-copy"]},{"id":"vacation-title","component":"CardHeader","title":"Vacation savings","subtitle":"Goal: $8,000 by June 2027"},{"id":"vacation-progress","component":"Progress","value":68,"label":"68% funded"},{"id":"vacation-copy","component":"TextContent","text":"**$5,440 saved** • $2,560 to go","size":"default"},{"id":"credit-score-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["credit-title","credit-score","credit-badge","credit-copy"]},{"id":"credit-title","component":"CardHeader","title":"Credit score","subtitle":"Updated Aug 12"},{"id":"credit-score","component":"Heading","text":"742","level":"h1"},{"id":"credit-badge","component":"Badge","text":"Very good","variant":"secondary"},{"id":"credit-copy","component":"TextContent","text":"Up 6 points since last month","size":"small"},{"id":"move-tab","component":"TabItem","value":"move-money","trigger":"Move money","content":["move-card"]},{"id":"move-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["move-header","transfer-form"]},{"id":"move-header","component":"CardHeader","title":"Move money between accounts","subtitle":"Transfers between your accounts are typically immediate."},{"id":"transfer-form","component":"Form","name":"internal-transfer","fields":["from-control","to-control","amount-control"],"buttons":"transfer-buttons"},{"id":"from-control","component":"FormControl","label":"From account","input":"from-account"},{"id":"from-account","component":"Select","name":"fromAccount","placeholder":"Choose an account","items":["from-checking","from-savings"],"size":"medium"},{"id":"from-checking","component":"SelectItem","value":"checking","label":"Everyday Checking • $4,286.42"},{"id":"from-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings • $18,740.00"},{"id":"to-control","component":"FormControl","label":"To account","input":"to-account"},{"id":"to-account","component":"Select","name":"toAccount","placeholder":"Choose an account","items":["to-checking","to-savings","to-credit"],"size":"medium"},{"id":"to-checking","component":"SelectItem","value":"checking","label":"Everyday Checking • 4821"},{"id":"to-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings • 1098"},{"id":"to-credit","component":"SelectItem","value":"credit","label":"Rewards Credit • 7734"},{"id":"amount-control","component":"FormControl","label":"Amount","input":"transfer-amount","hint":"Enter the amount in U.S. dollars."},{"id":"transfer-amount","component":"Input","name":"amount","type":"number","placeholder":"0.00"},{"id":"transfer-buttons","component":"Buttons","direction":"row","buttons":["transfer-review"]},{"id":"transfer-review","component":"Button","label":"Review transfer","variant":"primary","size":"medium","action":[{"type":"submit","form":"internal-transfer"}]},{"id":"controls-tab","component":"TabItem","value":"controls","trigger":"Controls & statements","content":["controls-stack"]},{"id":"controls-stack","component":"Card","variant":"clear","direction":"column","gap":"l","children":["credit-controls-card","statement-card","alerts-card"]},{"id":"credit-controls-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["credit-controls-title","freeze-switch","freeze-warning"]},{"id":"credit-controls-title","component":"CardHeader","title":"Credit line controls","subtitle":"Rewards Credit • 7734"},{"id":"freeze-switch","component":"SwitchGroup","name":"credit-line-status","variant":"sunk","items":["freeze-item"],"value":[]},{"id":"freeze-item","component":"SwitchItem","name":"freeze-credit","label":"Freeze credit line","description":"Block new purchases and cash advances. Recurring charges may continue.","defaultChecked":false},{"id":"freeze-warning","component":"Callout","variant":"warning","title":"Need to stop a lost card?","description":"Freezing takes effect immediately and can be reversed here at any time."},{"id":"statement-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["statement-title","statement-form"]},{"id":"statement-title","component":"CardHeader","title":"Statements","subtitle":"Choose an account and statement period."},{"id":"statement-form","component":"Form","name":"statement-picker","fields":["statement-account-control","statement-period-control"],"buttons":"statement-buttons"},{"id":"statement-account-control","component":"FormControl","label":"Account","input":"statement-account"},{"id":"statement-account","component":"Select","name":"statementAccount","items":["statement-checking","statement-savings","statement-credit"],"value":"checking"},{"id":"statement-checking","component":"SelectItem","value":"checking","label":"Everyday Checking • 4821"},{"id":"statement-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings • 1098"},{"id":"statement-credit","component":"SelectItem","value":"credit","label":"Rewards Credit • 7734"},{"id":"statement-period-control","component":"FormControl","label":"Statement period","input":"statement-period"},{"id":"statement-period","component":"Select","name":"statementPeriod","items":["period-july","period-june","period-may","period-april"],"value":"2026-07"},{"id":"period-july","component":"SelectItem","value":"2026-07","label":"July 1–31, 2026"},{"id":"period-june","component":"SelectItem","value":"2026-06","label":"June 1–30, 2026"},{"id":"period-may","component":"SelectItem","value":"2026-05","label":"May 1–31, 2026"},{"id":"period-april","component":"SelectItem","value":"2026-04","label":"April 1–30, 2026"},{"id":"statement-buttons","component":"Buttons","direction":"row","buttons":["statement-view"]},{"id":"statement-view","component":"Button","label":"View statement","variant":"primary","size":"medium","action":[{"type":"submit","form":"statement-picker"}]},{"id":"alerts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["alerts-title","alert-switches","alert-threshold-form"]},{"id":"alerts-title","component":"CardHeader","title":"Alert triggers","subtitle":"Manage which account events notify you."},{"id":"alert-switches","component":"SwitchGroup","name":"alert-triggers","variant":"sunk","items":["alert-low-balance","alert-large-purchase","alert-card-use","alert-bill-due"],"value":["large-purchase","card-use","bill-due"]},{"id":"alert-low-balance","component":"SwitchItem","name":"low-balance","label":"Low balance","description":"Notify me when checking drops below my chosen amount.","defaultChecked":false},{"id":"alert-large-purchase","component":"SwitchItem","name":"large-purchase","label":"Large purchase","description":"Notify me when a transaction exceeds my chosen amount.","defaultChecked":true},{"id":"alert-card-use","component":"SwitchItem","name":"card-use","label":"Card used","description":"Notify me whenever my credit card is used.","defaultChecked":true},{"id":"alert-bill-due","component":"SwitchItem","name":"bill-due","label":"Bill due soon","description":"Notify me three days before a scheduled bill.","defaultChecked":true},{"id":"alert-threshold-form","component":"Form","name":"alert-thresholds","fields":["low-balance-control","purchase-threshold-control"],"buttons":"alert-buttons"},{"id":"low-balance-control","component":"FormControl","label":"Low-balance threshold","input":"low-balance-amount"},{"id":"low-balance-amount","component":"Input","name":"lowBalanceAmount","type":"number","placeholder":"500","value":"500"},{"id":"purchase-threshold-control","component":"FormControl","label":"Large-purchase threshold","input":"purchase-threshold"},{"id":"purchase-threshold","component":"Input","name":"largePurchaseAmount","type":"number","placeholder":"250","value":"250"},{"id":"alert-buttons","component":"Buttons","direction":"row","buttons":["save-alerts"]},{"id":"save-alerts","component":"Button","label":"Save alert settings","variant":"primary","size":"medium","action":[{"type":"submit","form":"alert-thresholds"}]},{"id":"quick-actions","component":"FollowUpBlock","items":["follow-transfer","follow-dispute","follow-statements"]},{"id":"follow-transfer","component":"FollowUpItem","text":"Help me plan a transfer"},{"id":"follow-dispute","component":"FollowUpItem","text":"What happens after I dispute a transaction?"},{"id":"follow-statements","component":"FollowUpItem","text":"Explain my latest statement"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..e63271ff7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#176B5B","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["welcome","balances","main-tabs","quick-actions"]},{"id":"welcome","component":"CardHeader","title":"Good morning, Alex","subtitle":"Here’s your financial snapshot for August 18, 2026."},{"id":"balances","component":"Card","variant":"card","direction":"column","gap":"m","children":["balances-title","balance-list"]},{"id":"balances-title","component":"Heading","text":"Account balances","level":"h2"},{"id":"balance-list","component":"ListBlock","variant":"image","items":["checking-balance","savings-balance","credit-balance"]},{"id":"checking-balance","component":"ListItem","title":"Everyday Checking ••4821","subtitle":"Available balance · $4,286.42","actionLabel":"View account"},{"id":"savings-balance","component":"ListItem","title":"High-Yield Savings ••1098","subtitle":"Available balance · $12,640.00","actionLabel":"View account"},{"id":"credit-balance","component":"ListItem","title":"Rewards Credit ••7730","subtitle":"Current balance · $1,284.16 · $8,715.84 available","actionLabel":"View account"},{"id":"main-tabs","component":"Tabs","items":["overview-tab","money-tab","controls-tab"]},{"id":"overview-tab","component":"TabItem","value":"overview","trigger":"Overview","content":["overview-stack"]},{"id":"money-tab","component":"TabItem","value":"move-money","trigger":"Move money","content":["transfer-card"]},{"id":"controls-tab","component":"TabItem","value":"controls","trigger":"Controls & statements","content":["controls-stack"]},{"id":"overview-stack","component":"Card","variant":"clear","direction":"column","gap":"l","children":["transactions-card","spending-card","bills-card","insights-row"]},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-head","transactions-table","dispute-dialog"]},{"id":"transactions-head","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across your accounts"},{"id":"transactions-table","component":"Table","columns":["transaction-merchant","transaction-account","transaction-date","transaction-amount"]},{"id":"transaction-merchant","component":"Col","label":"Merchant","type":"string","data":["Greenway Market","Metro Transit","CloudStream","Harbor Coffee","Payroll Deposit"]},{"id":"transaction-account","component":"Col","label":"Account","type":"string","data":["Rewards Credit","Everyday Checking","Rewards Credit","Rewards Credit","Everyday Checking"]},{"id":"transaction-date","component":"Col","label":"Date","type":"string","data":["Aug 17","Aug 16","Aug 15","Aug 14","Aug 14"]},{"id":"transaction-amount","component":"Col","label":"Amount","type":"string","data":["−$84.27","−$22.50","−$14.99","−$6.45","+$2,850.00"]},{"id":"dispute-dialog","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Start a transaction dispute","description":"Select the transaction and tell us why you’re disputing it.","triggerVariant":"outline","content":["dispute-form"]},{"id":"dispute-form","component":"Form","name":"transaction-dispute","fields":["dispute-transaction-control","dispute-reason-control","dispute-details-control"],"buttons":"dispute-buttons"},{"id":"dispute-transaction-control","component":"FormControl","label":"Transaction","input":"dispute-transaction"},{"id":"dispute-transaction","component":"Select","name":"transaction","placeholder":"Select a transaction","items":["txn-greenway","txn-metro","txn-cloud","txn-coffee"]},{"id":"txn-greenway","component":"SelectItem","value":"greenway-84-27","label":"Greenway Market · $84.27 · Aug 17"},{"id":"txn-metro","component":"SelectItem","value":"metro-22-50","label":"Metro Transit · $22.50 · Aug 16"},{"id":"txn-cloud","component":"SelectItem","value":"cloud-14-99","label":"CloudStream · $14.99 · Aug 15"},{"id":"txn-coffee","component":"SelectItem","value":"coffee-6-45","label":"Harbor Coffee · $6.45 · Aug 14"},{"id":"dispute-reason-control","component":"FormControl","label":"Reason","input":"dispute-reason"},{"id":"dispute-reason","component":"Select","name":"reason","placeholder":"Choose a reason","items":["reason-unrecognized","reason-duplicate","reason-amount","reason-service"]},{"id":"reason-unrecognized","component":"SelectItem","value":"unrecognized","label":"I don’t recognize this transaction"},{"id":"reason-duplicate","component":"SelectItem","value":"duplicate","label":"I was 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account","input":"transfer-from"},{"id":"transfer-from","component":"Select","name":"fromAccount","placeholder":"Choose an account","items":["from-checking","from-savings"]},{"id":"from-checking","component":"SelectItem","value":"checking-4821","label":"Everyday Checking ••4821 · $4,286.42"},{"id":"from-savings","component":"SelectItem","value":"savings-1098","label":"High-Yield Savings ••1098 · $12,640.00"},{"id":"transfer-to-control","component":"FormControl","label":"To account","input":"transfer-to"},{"id":"transfer-to","component":"Select","name":"toAccount","placeholder":"Choose an account","items":["to-checking","to-savings","to-credit"]},{"id":"to-checking","component":"SelectItem","value":"checking-4821","label":"Everyday Checking ••4821"},{"id":"to-savings","component":"SelectItem","value":"savings-1098","label":"High-Yield Savings ••1098"},{"id":"to-credit","component":"SelectItem","value":"credit-7730","label":"Rewards Credit ••7730"},{"id":"transfer-amount-control","component":"FormControl","label":"Amount","input":"transfer-amount","hint":"Transfers between deposit accounts are usually immediate."},{"id":"transfer-amount","component":"Input","name":"amount","type":"number","placeholder":"0.00"},{"id":"transfer-buttons","component":"Buttons","direction":"row","buttons":["review-transfer"]},{"id":"review-transfer","component":"Button","label":"Review transfer","variant":"primary","size":"medium","action":[{"type":"submit","form":"account-transfer"}]},{"id":"controls-stack","component":"Card","variant":"clear","direction":"column","gap":"l","children":["credit-controls","statement-card","alerts-card"]},{"id":"credit-controls","component":"Card","variant":"card","direction":"column","gap":"m","children":["credit-control-head","freeze-switch","freeze-warning"]},{"id":"credit-control-head","component":"CardHeader","title":"Credit line controls","subtitle":"Rewards Credit ••7730"},{"id":"freeze-switch","component":"SwitchGroup","name":"credit-line-controls","variant":"sunk","items":["freeze-item"]},{"id":"freeze-item","component":"SwitchItem","name":"freeze-credit-line","label":"Freeze credit line","description":"Block new purchases and cash advances. Existing recurring charges may continue.","defaultChecked":false},{"id":"freeze-warning","component":"TextCallout","variant":"warning","title":"Before you freeze","description":"Freezing does not replace reporting a lost or stolen card."},{"id":"statement-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["statement-head","statement-form"]},{"id":"statement-head","component":"CardHeader","title":"Statements","subtitle":"Choose an account and statement period"},{"id":"statement-form","component":"Form","name":"statement-picker","fields":["statement-account-control","statement-period-control"],"buttons":"statement-buttons"},{"id":"statement-account-control","component":"FormControl","label":"Account","input":"statement-account"},{"id":"statement-account","component":"Select","name":"statementAccount","value":"checking","items":["statement-checking","statement-savings","statement-credit"]},{"id":"statement-checking","component":"SelectItem","value":"checking","label":"Everyday Checking ••4821"},{"id":"statement-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings ••1098"},{"id":"statement-credit","component":"SelectItem","value":"credit","label":"Rewards Credit ••7730"},{"id":"statement-period-control","component":"FormControl","label":"Statement period","input":"statement-period"},{"id":"statement-period","component":"Select","name":"statementPeriod","placeholder":"Select a period","items":["period-july","period-june","period-may","period-custom"]},{"id":"period-july","component":"SelectItem","value":"2026-07","label":"July 1–31, 2026"},{"id":"period-june","component":"SelectItem","value":"2026-06","label":"June 1–30, 2026"},{"id":"period-may","component":"SelectItem","value":"2026-05","label":"May 1–31, 2026"},{"id":"period-custom","component":"SelectItem","value":"custom","label":"Custom date range"},{"id":"statement-buttons","component":"Buttons","direction":"row","buttons":["view-statement"]},{"id":"view-statement","component":"Button","label":"View statement","variant":"primary","action":[{"type":"submit","form":"statement-picker"}]},{"id":"alerts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["alerts-head","alert-switches","save-alerts"]},{"id":"alerts-head","component":"CardHeader","title":"Alert triggers","subtitle":"Choose which account events notify you"},{"id":"alert-switches","component":"SwitchGroup","name":"alert-triggers","variant":"sunk","items":["alert-low-balance","alert-large-purchase","alert-deposit","alert-bill","alert-international"]},{"id":"alert-low-balance","component":"SwitchItem","name":"low-balance","label":"Low balance","description":"Alert when checking falls below $500.","defaultChecked":true},{"id":"alert-large-purchase","component":"SwitchItem","name":"large-purchase","label":"Large purchase","description":"Alert for transactions of $250 or more.","defaultChecked":true},{"id":"alert-deposit","component":"SwitchItem","name":"deposit-posted","label":"Deposit posted","description":"Alert when a deposit reaches an account.","defaultChecked":false},{"id":"alert-bill","component":"SwitchItem","name":"bill-due","label":"Bill due soon","description":"Alert three days before a scheduled bill.","defaultChecked":true},{"id":"alert-international","component":"SwitchItem","name":"international-use","label":"International card use","description":"Alert when the credit line is used outside the country.","defaultChecked":true},{"id":"save-alerts","component":"Button","label":"Save alert settings","variant":"primary","size":"medium","action":[{"type":"save","target":"alert-triggers"}]},{"id":"quick-actions","component":"FollowUpBlock","items":["follow-transfer","follow-bills","follow-budget"]},{"id":"follow-transfer","component":"FollowUpItem","text":"Help me plan a transfer to savings"},{"id":"follow-bills","component":"FollowUpItem","text":"Show all upcoming bills"},{"id":"follow-budget","component":"FollowUpItem","text":"Analyze my monthly spending"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..ef72af564
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#176B5B","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["welcome","balances","overview","transactions","bills","vacation","credit-score","money-movement","account-controls"]},{"id":"welcome","component":"CardHeader","title":"Good morning, Alex","subtitle":"Here’s your financial overview for August 18, 2026."},{"id":"balances","component":"Card","variant":"card","direction":"column","gap":"m","children":["balances-title","balances-table"]},{"id":"balances-title","component":"Heading","text":"Account balances","level":"h2"},{"id":"balances-table","component":"Table","columns":["balance-account","balance-number","balance-amount"]},{"id":"balance-account","component":"Col","label":"Account","type":"string","data":["Everyday Checking","High-Yield Savings","Cash Rewards Credit"]},{"id":"balance-number","component":"Col","label":"Account","type":"string","data":["•• 4821","•• 9034","•• 1178"]},{"id":"balance-amount","component":"Col","label":"Balance","type":"string","data":["$4,286.42 available","$18,750.00 available","$1,284.17 owed · $8,715.83 available"]},{"id":"overview","component":"Card","variant":"card","direction":"column","gap":"m","children":["spending-title","spending-chart"]},{"id":"spending-title","component":"CardHeader","title":"Spending this month","subtitle":"$2,480 total across your accounts"},{"id":"spending-chart","component":"PieChart","labels":["Housing","Food & dining","Shopping","Transport","Entertainment","Other"],"values":[1050,462,328,275,190,175],"variant":"donut","appearance":"circular"},{"id":"transactions","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-title","transactions-table","dispute-dialog"]},{"id":"transactions-title","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across all accounts"},{"id":"transactions-table","component":"Table","columns":["transaction-date","transaction-merchant","transaction-account","transaction-amount"]},{"id":"transaction-date","component":"Col","label":"Date","type":"string","data":["Aug 18","Aug 17","Aug 16","Aug 15","Aug 14"]},{"id":"transaction-merchant","component":"Col","label":"Merchant","type":"string","data":["Whole Foods Market","Metro Transit","Northstar Payroll","StreamFlix","Harbor Coffee"]},{"id":"transaction-account","component":"Col","label":"Account","type":"string","data":["Checking","Credit","Checking","Credit","Credit"]},{"id":"transaction-amount","component":"Col","label":"Amount","type":"string","data":["−$84.26","−$24.00","+$2,850.00","−$15.99","−$6.75"]},{"id":"dispute-dialog","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Dispute a transaction","description":"Choose the transaction and tell us why you’re disputing 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off","actionLabel":"Pay"},{"id":"vacation","component":"Card","variant":"card","direction":"column","gap":"s","children":["vacation-header","vacation-progress","vacation-copy"]},{"id":"vacation-header","component":"CardHeader","title":"Vacation savings goal","subtitle":"Portugal trip · Goal date May 2027"},{"id":"vacation-progress","component":"Progress","value":62.5,"label":"$5,000 of $8,000 saved"},{"id":"vacation-copy","component":"TextContent","text":"You’re **62.5% there**. Save $300 per month to reach your goal on time.","size":"small"},{"id":"credit-score","component":"Card","variant":"card","direction":"column","gap":"s","children":["credit-score-header","credit-score-value","credit-score-progress","credit-score-note"]},{"id":"credit-score-header","component":"CardHeader","title":"Credit score","subtitle":"Updated Aug 12 · VantageScore 3.0"},{"id":"credit-score-value","component":"TextContent","text":"**742 · Very good**","size":"large-heavy"},{"id":"credit-score-progress","component":"Progress","value":74.2,"label":"742 out of 850"},{"id":"credit-score-note","component":"TextContent","text":"Up 8 points since last month.","size":"small"},{"id":"money-movement","component":"Card","variant":"card","direction":"column","gap":"m","children":["transfer-title","transfer-form"]},{"id":"transfer-title","component":"CardHeader","title":"Move money","subtitle":"Transfer instantly between your eligible accounts"},{"id":"transfer-form","component":"Form","name":"move-money","fields":["transfer-from-control","transfer-to-control","transfer-amount-control"],"buttons":"transfer-buttons"},{"id":"transfer-from-control","component":"FormControl","label":"From","input":"transfer-from"},{"id":"transfer-to-control","component":"FormControl","label":"To","input":"transfer-to"},{"id":"transfer-amount-control","component":"FormControl","label":"Amount","input":"transfer-amount","hint":"Enter an amount in USD."},{"id":"transfer-buttons","component":"Buttons","direction":"row","buttons":["transfer-submit"]},{"id":"transfer-from","component":"Select","name":"from-account","placeholder":"Choose an account","items":["from-checking","from-savings"]},{"id":"transfer-to","component":"Select","name":"to-account","placeholder":"Choose an 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statement","variant":"primary","action":[{"type":"submit","form":"statement-picker"}]},{"id":"statement-account-1","component":"SelectItem","value":"checking","label":"Everyday Checking · •• 4821"},{"id":"statement-account-2","component":"SelectItem","value":"savings","label":"High-Yield Savings · •• 9034"},{"id":"statement-account-3","component":"SelectItem","value":"credit","label":"Cash Rewards Credit · •• 1178"},{"id":"statement-period-1","component":"SelectItem","value":"2026-07","label":"July 1–31, 2026"},{"id":"statement-period-2","component":"SelectItem","value":"2026-06","label":"June 1–30, 2026"},{"id":"statement-period-3","component":"SelectItem","value":"2026-05","label":"May 1–31, 2026"},{"id":"statement-period-4","component":"SelectItem","value":"2026-04","label":"April 1–30, 2026"},{"id":"freeze-card","component":"SwitchGroup","name":"credit-line-controls","variant":"sunk","value":[],"items":["freeze-credit-line"]},{"id":"freeze-credit-line","component":"SwitchItem","name":"freeze-credit-line","label":"Freeze credit line","description":"Temporarily block new purchases on Cash Rewards Credit •• 1178. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..6c566d5e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-bank__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#176B5B","agentDisplayName":"Personal Banking"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["welcome","account-card","transactions-card","spending-card","bills-card","insights-card","transfer-card","controls-card"]},{"id":"welcome","component":"CardHeader","title":"Good morning, Alex","subtitle":"Here’s your financial snapshot for August 18, 2026."},{"id":"account-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["account-title","account-table"]},{"id":"account-title","component":"Heading","text":"Account balances","level":"h2"},{"id":"account-table","component":"Table","columns":["account-col","balance-col","available-col"]},{"id":"account-col","component":"Col","label":"Account","type":"string","data":["Everyday Checking ••4821","High-Yield Savings ••9034","Cash Rewards Credit 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..2e16b4ac5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r1.txt
@@ -0,0 +1,6 @@
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..defdcf433
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r2.txt
@@ -0,0 +1,6 @@
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..f06c8120d
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..b4a18deb8
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..f52d5bc00
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+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r1.txt
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..5eb6ba086
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r2.txt
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..ceff33aa3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,6 @@
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..9d763776f
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..a31422ed9
--- /dev/null
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r2.txt
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index 000000000..e67e941af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r2.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..ecfacdda2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-power__r3.txt
@@ -0,0 +1,6 @@
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new file mode 100644
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security.","value":"emergency"},{"id":"curtail-reason-control","component":"FormControl","label":"Operational reason","input":"curtail-reason","hint":"This note will be recorded in the operator log."},{"id":"curtail-reason","component":"TextArea","name":"reason","placeholder":"State the constraint, contingency, or balancing need…","rows":3,"rules":[{"required":true}]},{"id":"curtail-buttons","component":"Buttons","direction":"row","buttons":["review-curtailment","clear-curtailment"]},{"id":"review-curtailment","component":"Button","label":"Review and confirm order","variant":"primary","type":"destructive","size":"large","action":[{"type":"review_curtailment_order"}]},{"id":"clear-curtailment","component":"Button","label":"Clear","variant":"secondary","size":"large","action":[{"type":"clear_curtailment_order"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..0dbce8116
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alerts","kpis","traffic-card","operations-tabs","actions-card"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"m","children":["header-title","store-form"]},{"id":"header-title","component":"CardHeader","title":"Daily Store Console","subtitle":"Tuesday, August 18, 2026 • Updated 2:35 PM"},{"id":"store-form","component":"Form","name":"store-selector","fields":["store-control"],"buttons":"store-buttons"},{"id":"store-control","component":"FormControl","label":"Viewing store","input":"store-select","hint":"Switch to another location to refresh this console."},{"id":"store-select","component":"Select","name":"store","items":["store-downtown","store-riverside","store-airport"],"value":"downtown","size":"medium"},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown • Store 014"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside • Store 027"},{"id":"store-airport","component":"SelectItem","value":"airport","label":"Airport • Store 031"},{"id":"store-buttons","component":"Buttons","direction":"row","buttons":["view-store-button"]},{"id":"view-store-button","component":"Button","label":"View store","variant":"primary","size":"medium","action":[{"type":"submit","form":"store-selector"}]},{"id":"alerts","component":"Alert","variant":"warning","title":"4 items are out of stock","description":"Two are high-priority sellers. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..a0654e76a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alert-oos","kpi-row","traffic-card","operations-tabs","reorder-dialog"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"m","children":["title","store-form"]},{"id":"title","component":"CardHeader","title":"Daily Store Console","subtitle":"Tuesday, August 18, 2026 · Updated 2:35 PM"},{"id":"store-form","component":"Form","name":"store-selector","fields":["store-control"],"buttons":"store-buttons"},{"id":"store-control","component":"FormControl","label":"Viewing store","input":"store-select","hint":"Switch to another location to view its live operations."},{"id":"store-select","component":"Select","name":"store","value":"downtown","size":"medium","items":["store-downtown","store-riverside","store-airport"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown · Store 014"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside · Store 027"},{"id":"store-airport","component":"SelectItem","value":"airport","label":"Airport · Store 031"},{"id":"store-buttons","component":"Buttons","direction":"row","buttons":["view-store"]},{"id":"view-store","component":"Button","label":"View store","variant":"primary","size":"medium","action":[{"event":"view_store","store":"$form.store"}]},{"id":"alert-oos","component":"Alert","variant":"warning","title":"4 items are out of stock","description":"Priority: Organic Whole Milk and House Blend Coffee. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..b30020985
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alerts","kpi-row","traffic-card","week-card","operations-tabs","reorder-dialog"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["header-copy","store-form"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18, 2026 • Updated 2:35 PM","size":"small"},{"id":"store-form","component":"Form","name":"store-selector","fields":["store-control"],"buttons":"store-buttons"},{"id":"store-control","component":"FormControl","label":"Viewing store","input":"store-select"},{"id":"store-select","component":"Select","name":"store","value":"downtown","size":"medium","items":["store-downtown","store-riverside","store-airport"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown • Store 014"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside • Store 027"},{"id":"store-airport","component":"SelectItem","value":"airport","label":"Airport • Store 031"},{"id":"store-buttons","component":"Buttons","direction":"row","buttons":["view-store-button"]},{"id":"view-store-button","component":"Button","label":"View store","variant":"secondary","size":"medium","action":[{"event":"view_store"}]},{"id":"alerts","component":"Alert","title":"4 items are out of stock","description":"Two are high-priority sellers. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..ec3b0cf75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-retail__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alerts","kpi-row","traffic-card","performance-tabs","operations-tabs","actions-card"]},{"id":"header","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["header-copy","store-form"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18, 2026 • Updated 2:35 PM","size":"small"},{"id":"store-form","component":"Form","name":"store-selector","fields":["store-control"],"buttons":"store-buttons"},{"id":"store-control","component":"FormControl","label":"Viewing store","input":"store-select"},{"id":"store-select","component":"Select","name":"store","value":"downtown","size":"medium","items":["store-downtown","store-riverside","store-mall"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown — #104"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside — #118"},{"id":"store-mall","component":"SelectItem","value":"mall","label":"Central Mall — #127"},{"id":"store-buttons","component":"Buttons","direction":"row","buttons":["view-store"]},{"id":"view-store","component":"Button","label":"View store","variant":"primary","size":"medium","action":[{"type":"submit","form":"store-selector"}]},{"id":"alerts","component":"Alert","title":"4 items are out of stock","description":"Two high-priority products need reordering today. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..e391e13c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","period-form","metrics","separator-1","growth-section","customers-section","risk-section","product-section","admin-section"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","children":["title","invite-dialog"]},{"id":"title","component":"CardHeader","title":"Admin overview","subtitle":"Revenue, customers, retention, product adoption, and operations"},{"id":"invite-dialog","component":"DialogBlock","triggerLabel":"Invite another admin","title":"Invite an admin","description":"Send an invitation with administrator 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unresponsive."},{"id":"payments-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["payments-header","payments-alert","payment-1","payment-2","payment-3"]},{"id":"payments-header","component":"CardHeader","title":"Failed payments","subtitle":"3 invoices · $18,940 outstanding"},{"id":"payments-alert","component":"Alert","title":"Action required","description":"Retry payments after confirming the customer’s billing details.","variant":"warning"},{"id":"payment-1","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","children":["payment-1-text","payment-1-button"]},{"id":"payment-1-text","component":"TextContent","text":"**Beacon Retail** · $6,800\nCard declined · Aug 17","size":"small"},{"id":"payment-1-button","component":"Button","label":"Retry payment","variant":"primary","size":"small","action":[{"type":"retry_payment","invoiceId":"INV-10482","customer":"Beacon 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..f4e304d45
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#635BFF","agentDisplayName":"SaaS Admin Overview"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","period_form","kpi_card","growth_card","customer_card","risk_payment_card","adoption_card","nps_seats_card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["title","invite_admin"]},{"id":"title","component":"CardHeader","title":"Admin overview","subtitle":"Revenue, customers, risk, payments, and product health"},{"id":"invite_admin","component":"DialogBlock","triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an administrator invitation by 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Consider targeted enablement and right-sizing outreach."}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..a0042ff96
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"SaaS Admin"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["page-header","controls-card","metrics-row","growth-card","customer-plan-card","largest-customers-card","risk-payment-row","adoption-card","utilization-card"]},{"id":"page-header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["page-title","invite-admin-dialog"]},{"id":"page-title","component":"CardHeader","title":"Admin overview","subtitle":"Revenue, retention, customers, payments, and product adoption"},{"id":"invite-admin-dialog","component":"DialogBlock","triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an invitation with the appropriate administrative 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account"},{"id":"risk-3","component":"ListItem","title":"Orchid Retail · $11,800 MRR","subtitle":"Three unresolved priority support tickets","actionLabel":"Review account"},{"id":"risk-4","component":"ListItem","title":"BluePeak Energy · $9,400 MRR","subtitle":"Seat utilization is only 31%","actionLabel":"Review account"},{"id":"risk-5","component":"ListItem","title":"Harbor Security · $7,500 MRR","subtitle":"NPS response was 2/10 with pricing concerns","actionLabel":"Review account"},{"id":"payments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["payments-header","payment-alert","payments-table","payment-customer-col","payment-amount-col","payment-reason-col","payment-action-col"],"weight":1},{"id":"payments-header","component":"CardHeader","title":"Failed payments","subtitle":"4 open failures · $12,740 outstanding"},{"id":"payment-alert","component":"Alert","variant":"warning","title":"Payment recovery needed","description":"Retry individual charges below after confirming the customer's payment method."},{"id":"payments-table","component":"Table","columns":["payment-customer-col","payment-amount-col","payment-reason-col","payment-action-col"]},{"id":"payment-customer-col","component":"Col","label":"Customer","type":"string","data":["Lumen Apps","Kite Analytics","Oak & Co.","Delta Robotics"]},{"id":"payment-amount-col","component":"Col","label":"Amount","type":"string","data":["$4,800","$3,250","$2,940","$1,750"]},{"id":"payment-reason-col","component":"Col","label":"Reason","type":"string","data":["Card declined","Insufficient funds","Expired card","Bank authorization required"]},{"id":"payment-action-col","component":"Col","label":"Action","type":"action","data":[{"label":"Retry","action":[{"type":"retryPayment","customer":"Lumen Apps","amount":4800}]},{"label":"Retry","action":[{"type":"retryPayment","customer":"Kite Analytics","amount":3250}]},{"label":"Retry","action":[{"type":"retryPayment","customer":"Oak & Co.","amount":2940}]},{"label":"Retry","action":[{"type":"retryPayment","customer":"Delta Robotics","amount":1750}]}]},{"id":"adoption-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["adoption-header","adoption-chart","adoption-series"]},{"id":"adoption-header","component":"CardHeader","title":"Adoption of newest features","subtitle":"Share of eligible active accounts using each feature in the last 30 days"},{"id":"adoption-chart","component":"HorizontalBarChart","labels":["AI workflow builder","Custom dashboards","Audit log exports"],"series":["adoption-series"],"variant":"grouped","xLabel":"Adoption (%)","yLabel":"Feature"},{"id":"adoption-series","component":"Series","category":"Adoption","values":[68,51,37]},{"id":"utilization-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["utilization-header","utilization-progress","utilization-details"]},{"id":"utilization-header","component":"CardHeader","title":"Company-wide seat utilization","subtitle":"Across all active customer subscriptions"},{"id":"utilization-progress","component":"Progress","value":78,"label":"78% utilized · 18,624 of 23,877 purchased seats active"},{"id":"utilization-details","component":"TextContent","text":"1,942 seats were activated this period · 5,253 seats remain available · Utilization is up 3 percentage points from the prior period.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..173afd5ea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b4-saas__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#635BFF","agentDisplayName":"SaaS Admin Overview"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","kpi-row","growth-card","customer-plan-row","customer-table-card","risk-payment-row","adoption-card","footer-row"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["title-group","invite-dialog"]},{"id":"title-group","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Admin overview","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Revenue, customers, retention, payments, and product health in one place.","size":"default"},{"id":"invite-dialog","component":"DialogBlock","triggerLabel":"Invite another admin","title":"Invite an admin","description":"Grant administrative access to a teammate.","triggerVariant":"default","content":["invite-form"]},{"id":"invite-form","component":"Form","name":"invite-admin","fields":["invite-email-control","invite-role-control"],"buttons":"invite-buttons"},{"id":"invite-email-control","component":"FormControl","label":"Work email","input":"invite-email","hint":"An invitation will be sent to this address."},{"id":"invite-email","component":"Input","name":"email","type":"email","placeholder":"admin@company.com","rules":[{"required":true}]},{"id":"invite-role-control","component":"FormControl","label":"Role","input":"invite-role"},{"id":"invite-role","component":"Select","name":"role","placeholder":"Select a role","items":["role-admin","role-owner"],"value":"admin"},{"id":"role-admin","component":"SelectItem","value":"admin","label":"Admin"},{"id":"role-owner","component":"SelectItem","value":"owner","label":"Owner"},{"id":"invite-buttons","component":"Buttons","direction":"row","buttons":["send-invite"]},{"id":"send-invite","component":"Button","label":"Send invitation","variant":"primary","size":"medium","action":[{"type":"submit","form":"invite-admin"}]},{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["period-label","period-select"]},{"id":"period-label","component":"TextContent","text":"Reporting period","size":"small-heavy"},{"id":"period-select","component":"Select","name":"reporting-period","size":"medium","value":"90d","items":["period-30d","period-90d","period-qtd","period-ytd"]},{"id":"period-30d","component":"SelectItem","value":"30d","label":"Last 30 days"},{"id":"period-90d","component":"SelectItem","value":"90d","label":"Last 90 days"},{"id":"period-qtd","component":"SelectItem","value":"qtd","label":"Quarter to date"},{"id":"period-ytd","component":"SelectItem","value":"ytd","label":"Year to date"},{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["mrr-card","arr-card","churn-card","nps-card"]},{"id":"mrr-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["mrr-label","mrr-value","mrr-change"]},{"id":"mrr-label","component":"TextContent","text":"Monthly recurring revenue","size":"small"},{"id":"mrr-value","component":"Heading","text":"$482,600","level":"h2"},{"id":"mrr-change","component":"Tag","text":"↑ 6.4% vs prior period","variant":"success","size":"sm"},{"id":"arr-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["arr-label","arr-value","arr-change"]},{"id":"arr-label","component":"TextContent","text":"Annual recurring revenue","size":"small"},{"id":"arr-value","component":"Heading","text":"$5.79M","level":"h2"},{"id":"arr-change","component":"Tag","text":"↑ 7.1% YoY","variant":"success","size":"sm"},{"id":"churn-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["churn-label","churn-value","churn-change"]},{"id":"churn-label","component":"TextContent","text":"Churn this month","size":"small"},{"id":"churn-value","component":"Heading","text":"2.8%","level":"h2"},{"id":"churn-change","component":"Tag","text":"↓ 0.4 pts vs last month","variant":"success","size":"sm"},{"id":"nps-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["nps-label","nps-value","nps-change"]},{"id":"nps-label","component":"TextContent","text":"Current NPS","size":"small"},{"id":"nps-value","component":"Heading","text":"+47","level":"h2"},{"id":"nps-change","component":"Tag","text":"↑ 3 points","variant":"success","size":"sm"},{"id":"growth-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["growth-header","signup-chart"]},{"id":"growth-header","component":"CardHeader","title":"New signups — past 90 days","subtitle":"Weekly signups; 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logs","size":"small-heavy"},{"id":"adoption-value-2","component":"Heading","text":"44%","level":"h3"},{"id":"adoption-progress-2","component":"Progress","value":44,"label":"312 of 709 eligible accounts"},{"id":"adoption-detail-2","component":"Tag","text":"Released 4 weeks ago","variant":"info","size":"sm"},{"id":"adoption-3","component":"Card","variant":"sunk","direction":"column","gap":"s","weight":1,"children":["adoption-name-3","adoption-value-3","adoption-progress-3","adoption-detail-3"]},{"id":"adoption-name-3","component":"TextContent","text":"Custom dashboards","size":"small-heavy"},{"id":"adoption-value-3","component":"Heading","text":"29%","level":"h3"},{"id":"adoption-progress-3","component":"Progress","value":29,"label":"362 of 1,248 accounts"},{"id":"adoption-detail-3","component":"Tag","text":"Released 2 weeks ago","variant":"info","size":"sm"},{"id":"footer-row","component":"TextContent","text":"Data refreshed August 18, 2026 at 09:30 UTC.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..1a871f913
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"city-operations-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"City Operations Center"},"sendDataModel":false}}
+</a2ui-json>
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@@ -0,0 +1,6 @@
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marathon and riverfront festival require weekend traffic coordination."},{"id":"tab-response","component":"TabItem","value":"response","trigger":"Response posture","content":["response-markdown"]},{"id":"response-markdown","component":"MarkDownRenderer","variant":"sunk","textMarkdown":"### Available resources\n- 4 municipal crews available for dispatch.\n- Fire and rescue resources are concentrated in Riverside.\n- Police units are securing North and South incident scenes.\n- No active weather warning affecting response operations."},{"id":"tab-planning","component":"TabItem","value":"planning","trigger":"Planning notes","content":["planning-markdown"]},{"id":"planning-markdown","component":"MarkDownRenderer","variant":"sunk","textMarkdown":"### Upcoming coordination\n- Review overlapping road closures before the Sunday half marathon.\n- Complete Pump Station PS-14 inspection today.\n- Prepare public messaging for Pine Street resurfacing.\n- Monitor Riverside AQI during the outdoor music festival."}]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..372ed138a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-city__r3.txt
@@ -0,0 +1,6 @@
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..41ad08035
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r1.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..391ca9fd0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..5cb517906
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,6 @@
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new file mode 100644
index 000000000..e415b7651
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-disaster__r4.txt
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new file mode 100644
index 000000000..1c306222d
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-exec__r2.txt
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index 000000000..22235577a
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..1e1e27079
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r3.txt
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..9e9da528e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-fund__r4.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..f471a37b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r1.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..85e5cdd6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r2.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..1ae4edd28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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Confirm incident linkage, rollout region, and rollback threshold.","variant":"warning"},{"id":"hotfix-form","component":"Form","name":"hotfix_release","fields":["hotfix-build-control","hotfix-region-control","hotfix-rollout-control","hotfix-incident-control","hotfix-confirm-control"],"buttons":"hotfix-buttons"},{"id":"hotfix-build-control","component":"FormControl","label":"Verified build","input":"hotfix-build-input"},{"id":"hotfix-build-input","component":"Input","name":"build","type":"text","placeholder":"e.g. 2.14.3+hf.1"},{"id":"hotfix-region-control","component":"FormControl","label":"Initial rollout region","input":"hotfix-region-select"},{"id":"hotfix-region-select","component":"Select","name":"initial_region","items":["hotfix-region-use","hotfix-region-usw","hotfix-region-eu","hotfix-region-ap","hotfix-region-sa"],"placeholder":"Select canary region","size":"medium"},{"id":"hotfix-region-use","component":"SelectItem","value":"us-east","label":"US-East"},{"id":"hotfix-region-usw","component":"SelectItem","value":"us-west","label":"US-West"},{"id":"hotfix-region-eu","component":"SelectItem","value":"eu-central","label":"EU-Central"},{"id":"hotfix-region-ap","component":"SelectItem","value":"ap-southeast","label":"AP-Southeast"},{"id":"hotfix-region-sa","component":"SelectItem","value":"south-america","label":"South America"},{"id":"hotfix-rollout-control","component":"FormControl","label":"Initial rollout percentage","input":"hotfix-rollout-slider","hint":"Expand only after health gates pass."},{"id":"hotfix-rollout-slider","component":"Slider","name":"rollout_percent","variant":"discrete","min":1,"max":100,"step":1,"defaultValue":[5],"label":"Rollout %"},{"id":"hotfix-incident-control","component":"FormControl","label":"Incident or ticket","input":"hotfix-incident-input"},{"id":"hotfix-incident-input","component":"Input","name":"incident","type":"text","placeholder":"INC-2048"},{"id":"hotfix-confirm-control","component":"FormControl","label":"Safety confirmation","input":"hotfix-confirm-checks"},{"id":"hotfix-confirm-checks","component":"CheckBoxGroup","name":"safety_checks","items":["hotfix-check-qa","hotfix-check-rollback","hotfix-check-comms"]},{"id":"hotfix-check-qa","component":"CheckBoxItem","name":"qa_verified","label":"QA verification complete","description":"Critical-path smoke tests passed on the exact build."},{"id":"hotfix-check-rollback","component":"CheckBoxItem","name":"rollback_ready","label":"Rollback package ready","description":"Rollback owner and automated thresholds are configured."},{"id":"hotfix-check-comms","component":"CheckBoxItem","name":"comms_ready","label":"On-call teams notified","description":"Engineering, support, and community teams are standing by."},{"id":"hotfix-buttons","component":"Buttons","direction":"row","buttons":["validate-hotfix-button","ship-hotfix-button"]},{"id":"validate-hotfix-button","component":"Button","label":"Validate plan","variant":"secondary","action":[{"type":"submit","form":"hotfix_release","intent":"validate"}]},{"id":"ship-hotfix-button","component":"Button","label":"Review & ship hotfix","variant":"primary","type":"destructive","action":[{"type":"submit","form":"hotfix_release","intent":"ship_with_confirmation"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..766873477
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-game__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"live-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Game Studio Live Ops"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"live-ops-room","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","critical-alert","kpi-card","operations-tabs","actions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["title","live-tag","focus-region"]},{"id":"title","component":"Heading","text":"Live-Ops Command Room","level":"h1"},{"id":"live-tag","component":"Tag","text":"LIVE • Updated 18 Aug 2026, 14:32 UTC","variant":"success","size":"md"},{"id":"focus-region","component":"Select","name":"focusRegion","items":["region-global","region-na","region-eu","region-apac","region-sa"],"value":"global","size":"medium","accessibility":{"label":"Focus region"}},{"id":"region-global","component":"SelectItem","value":"global","label":"Focus: All regions"},{"id":"region-na","component":"SelectItem","value":"na-east","label":"Focus: NA East"},{"id":"region-eu","component":"SelectItem","value":"eu-west","label":"Focus: EU West"},{"id":"region-apac","component":"SelectItem","value":"ap-southeast","label":"Focus: AP Southeast"},{"id":"region-sa","component":"SelectItem","value":"sa-east","label":"Focus: SA East"},{"id":"critical-alert","component":"Alert","title":"EU West degradation","description":"Matchmaking p95 is 2.8s and rising. Crash rate for v4.18.1 is above threshold; hotfix candidate is ready.","variant":"warning"},{"id":"kpi-card","component":"Card","variant":"sunk","direction":"row","gap":"l","wrap":true,"children":["online-kpi","dau-kpi","mau-kpi","revenue-kpi","arpu-kpi","inflation-kpi"]},{"id":"online-kpi","component":"TextContent","text":"### 128,442\n**Players online now**  ▲ 6.4% vs last week"},{"id":"dau-kpi","component":"TextContent","text":"### 612,890\n**Daily active players**  ▲ 3.1%"},{"id":"mau-kpi","component":"TextContent","text":"### 4.82M\n**Monthly active players**  ▲ 8.7%"},{"id":"revenue-kpi","component":"TextContent","text":"### $384,260\n**Revenue today**  ▲ 11.2%"},{"id":"arpu-kpi","component":"TextContent","text":"### $0.63\n**Revenue per user today**  ▲ $0.04"},{"id":"inflation-kpi","component":"TextContent","text":"### +7.8%\n**Currency inflation, 30d**  ⚠ target <5%"},{"id":"operations-tabs","component":"Tabs","items":["overview-tab","reliability-tab","content-tab","trust-tab","experiments-tab"]},{"id":"overview-tab","component":"TabItem","value":"overview","trigger":"Overview","content":["overview-grid"]},{"id":"overview-grid","component":"Card","variant":"clear","direction":"column","gap":"m","children":["session-card","economy-card"]},{"id":"session-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["session-header","session-chart"]},{"id":"session-header","component":"CardHeader","title":"Average session length — past 14 days","subtitle":"Minutes per session • 24.8 min today, up 6.0%"},{"id":"session-chart","component":"LineChart","labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["session-series"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},{"id":"session-series","component":"Series","category":"Avg. session length","values":[22.1,22.4,21.9,23.2,24.1,23.7,22.8,23.4,24.0,24.6,25.2,24.3,23.4,24.8]},{"id":"economy-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["economy-header","economy-chart","economy-note"]},{"id":"economy-header","component":"CardHeader","title":"In-game currency inflation","subtitle":"Median marketplace basket index • baseline 100"},{"id":"economy-chart","component":"LineChart","labels":["May","Jun","Jul","Aug"],"series":["inflation-series"],"variant":"linear","xLabel":"Month","yLabel":"Price index"},{"id":"inflation-series","component":"Series","category":"Basket index","values":[100,102.1,104.9,107.8]},{"id":"economy-note","component":"TextCallout","variant":"warning","title":"Above target","description":"Inflation is +7.8% since May. Gem supply grew 12.4% while sinks grew 4.1%."},{"id":"reliability-tab","component":"TabItem","value":"reliability","trigger":"Servers & crashes","content":["reliability-grid"]},{"id":"reliability-grid","component":"Card","variant":"clear","direction":"column","gap":"m","children":["servers-card","crashes-card"]},{"id":"servers-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["servers-header","servers-table"]},{"id":"servers-header","component":"CardHeader","title":"Server region health","subtitle":"Traffic, availability, and matchmaking latency"},{"id":"servers-table","component":"Table","columns":["server-region-col","server-health-col","server-online-col","server-uptime-col","server-latency-col"]},{"id":"server-region-col","component":"Col","label":"Region","data":["NA East","NA West","EU West","AP Southeast","SA 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1.0%"},{"id":"crash-chart","component":"HorizontalBarChart","labels":["v4.18.1","v4.18.0","v4.17.2","v4.17.1"],"series":["crash-series"],"variant":"grouped","xLabel":"Crash rate (%)","yLabel":"App version"},{"id":"crash-series","component":"Series","category":"Crash rate","values":[1.42,0.78,0.49,0.61]},{"id":"content-tab","component":"TabItem","value":"content","trigger":"Events & store","content":["content-grid"]},{"id":"content-grid","component":"Card","variant":"clear","direction":"column","gap":"m","children":["events-card","items-card"]},{"id":"events-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["events-header","events-table"]},{"id":"events-header","component":"CardHeader","title":"Live events","subtitle":"Running now and upcoming schedule"},{"id":"events-table","component":"Table","columns":["event-status-col","event-name-col","event-window-col","event-audience-col"]},{"id":"event-status-col","component":"Col","label":"Status","data":["RUNNING","RUNNING","UPCOMING","UPCOMING"],"type":"string"},{"id":"event-name-col","component":"Col","label":"Event","data":["Solar Siege","Double XP Weekend","Autumn Forge","Guild Championship"],"type":"string"},{"id":"event-window-col","component":"Col","label":"Window (UTC)","data":["Ends Aug 20 18:00","Ends Aug 19 06:00","Aug 21–28","Aug 24–31"],"type":"string"},{"id":"event-audience-col","component":"Col","label":"Audience","data":["All players","Returning players","Level 20+","Qualified guilds"],"type":"string"},{"id":"items-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["items-header","items-chart"]},{"id":"items-header","component":"CardHeader","title":"Best-selling items today","subtitle":"Units sold across all regions"},{"id":"items-chart","component":"HorizontalBarChart","labels":["Nebula Skin","Battle Pass","500 Gem Pack","Phoenix Mount","Starter Bundle"],"series":["items-series"],"variant":"grouped","xLabel":"Units","yLabel":"Item"},{"id":"items-series","component":"Series","category":"Units sold","values":[18420,15380,12740,8960,7210]},{"id":"trust-tab","component":"TabItem","value":"trust","trigger":"Player safety","content":["trust-grid"]},{"id":"trust-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["reports-card","appeals-card"]},{"id":"reports-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["reports-header","reports-count","reports-table"]},{"id":"reports-header","component":"CardHeader","title":"Player reports awaiting review","subtitle":"Oldest pending: 3h 18m"},{"id":"reports-count","component":"TextContent","text":"## 284 pending\n**37 high priority** • 91 nearing SLA"},{"id":"reports-table","component":"Table","columns":["report-type-col","report-count-col"]},{"id":"report-type-col","component":"Col","label":"Category","data":["Cheating","Harassment","Offensive name","Griefing"],"type":"string"},{"id":"report-count-col","component":"Col","label":"Pending","data":[88,76,41,79],"type":"number"},{"id":"appeals-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["appeals-header","appeals-count","appeals-table"]},{"id":"appeals-header","component":"CardHeader","title":"Ban appeals awaiting review","subtitle":"Oldest pending: 19h 42m"},{"id":"appeals-count","component":"TextContent","text":"## 63 pending\n**12 urgent** • 8 beyond SLA"},{"id":"appeals-table","component":"Table","columns":["appeal-type-col","appeal-count-col"]},{"id":"appeal-type-col","component":"Col","label":"Ban reason","data":["Cheating","Abusive chat","Exploitation","Account compromise"],"type":"string"},{"id":"appeal-count-col","component":"Col","label":"Appeals","data":[21,18,14,10],"type":"number"},{"id":"experiments-tab","component":"TabItem","value":"experiments","trigger":"Experiments","content":["experiments-card"]},{"id":"experiments-card","component":"Card","variant":"clear","direction":"column","gap":"m","children":["experiment-summary","experiment-one","experiment-two"]},{"id":"experiment-summary","component":"TextCallout","variant":"info","title":"2 experiments running","description":"Both have passed sample-ratio checks. No guardrail metrics are currently breached."},{"id":"experiment-one","component":"Card","variant":"card","direction":"column","gap":"s","children":["experiment-one-header","experiment-one-progress","experiment-one-results"]},{"id":"experiment-one-header","component":"CardHeader","title":"XP-204 • Personalized starter offer","subtitle":"50/50 split • 184,220 players • Day 6 of 10"},{"id":"experiment-one-progress","component":"Progress","value":60,"label":"Runtime complete"},{"id":"experiment-one-results","component":"TextContent","text":"**Purchase conversion:** 8.9% vs 7.6% (**+17.1%**, 96% confidence)\n\n**D1 retention:** +0.4 pp • **ARPU:** +$0.07 • **Result:** Promising"},{"id":"experiment-two","component":"Card","variant":"card","direction":"column","gap":"s","children":["experiment-two-header","experiment-two-progress","experiment-two-results"]},{"id":"experiment-two-header","component":"CardHeader","title":"MM-118 • Faster matchmaking tolerance","subtitle":"50/50 split • 226,810 players • Day 9 of 14"},{"id":"experiment-two-progress","component":"Progress","value":64,"label":"Runtime complete"},{"id":"experiment-two-results","component":"TextContent","text":"**Queue time:** 42s vs 55s (**−23.6%**, 99% confidence)\n\n**Match abandonment:** −1.8 pp • **Latency:** +7 ms • **Result:** Winning"},{"id":"actions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["actions-header","patch-form","hotfix-dialog"]},{"id":"actions-header","component":"CardHeader","title":"Release controls","subtitle":"Draft player-facing notes or initiate an emergency hotfix"},{"id":"patch-form","component":"Form","name":"patchNotesDraft","fields":["patch-title-control","patch-version-control","patch-body-control"],"buttons":"patch-buttons"},{"id":"patch-title-control","component":"FormControl","label":"Patch title","input":"patch-title-input"},{"id":"patch-title-input","component":"Input","name":"patchTitle","type":"text","placeholder":"e.g. Patch 4.18.2 — Stability fixes"},{"id":"patch-version-control","component":"FormControl","label":"Target version","input":"patch-version-input","hint":"Use semantic app version format."},{"id":"patch-version-input","component":"Input","name":"patchVersion","type":"text","placeholder":"4.18.2"},{"id":"patch-body-control","component":"FormControl","label":"Patch notes draft","input":"patch-body-input","hint":"Include fixes, balance changes, known issues, and player impact."},{"id":"patch-body-input","component":"TextArea","name":"patchBody","rows":7,"placeholder":"## Fixes\n- Resolved EU West matchmaking instability...\n\n## Known issues\n- ..."},{"id":"patch-buttons","component":"Buttons","direction":"row","buttons":["save-draft-button","preview-notes-button"]},{"id":"save-draft-button","component":"Button","label":"Save draft","variant":"primary","size":"medium","action":[{"type":"savePatchNotesDraft"}]},{"id":"preview-notes-button","component":"Button","label":"Preview notes","variant":"secondary","size":"medium","action":[{"type":"previewPatchNotes"}]},{"id":"hotfix-dialog","component":"AlertDialogBlock","triggerLabel":"Ship hotfix","title":"Ship hotfix 4.18.2?","description":"Deploy the signed candidate to the selected focus region first. This starts a 10% canary, monitors crashes and matchmaking for 15 minutes, then expands automatically if guardrails pass.","confirmLabel":"Start canary deployment","cancelLabel":"Cancel","triggerVariant":"destructive"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..1276f003a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"factory-floor-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Factory Operations Console"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-floor-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","andon","kpi-grid","operations-tabs","action-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true,"children":["header-copy","header-actions"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Factory Floor Supervisor Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Plant 01 · Live operations · Updated 10:42 AM","size":"small"},{"id":"header-actions","component":"Buttons","direction":"row","buttons":["export-report"]},{"id":"export-report","component":"Button","label":"Export shift report","variant":"secondary","size":"medium","action":[{"type":"export","report":"current-shift"}],"accessibility":{"label":"Export shift report"}},{"id":"andon","component":"Alert","variant":"destructive","title":"Live Andon · 2 active alerts","description":"Line 2: filler jam (7 min) · Line 4: guard-door interlock open (2 min)"},{"id":"kpi-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["oee-card","units-card","safety-card","energy-card"]},{"id":"oee-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["oee-title","oee-value","oee-progress","oee-detail"]},{"id":"oee-title","component":"TextContent","text":"Overall equipment effectiveness","size":"small-heavy"},{"id":"oee-value","component":"Heading","text":"82.4%","level":"h2"},{"id":"oee-progress","component":"Progress","value":82.4,"label":"OEE against 85% goal"},{"id":"oee-detail","component":"TextContent","text":"Availability 91.2% · Performance 93.5% · Quality 96.6%","size":"small"},{"id":"units-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["units-title","units-value","units-progress","units-detail"]},{"id":"units-title","component":"TextContent","text":"Units produced / today's target","size":"small-heavy"},{"id":"units-value","component":"Heading","text":"18,460 / 26,000","level":"h2"},{"id":"units-progress","component":"Progress","value":71,"label":"71% of daily target"},{"id":"units-detail","component":"TextContent","text":"Projected finish: 25,780 · 220 below target","size":"small"},{"id":"safety-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["safety-title","safety-value","safety-detail","safety-badge"]},{"id":"safety-title","component":"TextContent","text":"Safety","size":"small-heavy"},{"id":"safety-value","component":"Heading","text":"2 incidents YTD","level":"h2"},{"id":"safety-detail","component":"TextContent","text":"47 days since the last recordable incident","size":"small"},{"id":"safety-badge","component":"Badge","text":"Goal: 365 days","variant":"outline"},{"id":"energy-card","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["energy-title","energy-value","energy-progress","energy-detail"]},{"id":"energy-title","component":"TextContent","text":"Energy use today","size":"small-heavy"},{"id":"energy-value","component":"Heading","text":"38.6 MWh","level":"h2"},{"id":"energy-progress","component":"Progress","value":77.2,"label":"77% of daily energy budget"},{"id":"energy-detail","component":"TextContent","text":"Budget 50 MWh · 4.1% lower than yesterday","size":"small"},{"id":"operations-tabs","component":"Tabs","items":["overview-tab","maintenance-tab","materials-tab","quality-tab"]},{"id":"overview-tab","component":"TabItem","value":"overview","trigger":"Production","content":["focus-card","lines-card","shift-chart","trend-grid"]},{"id":"focus-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true,"children":["focus-control","focus-buttons"]},{"id":"focus-control","component":"FormControl","label":"Focus on one production line","input":"line-focus","hint":"Filter the line view for closer monitoring."},{"id":"line-focus","component":"Select","name":"lineFocus","placeholder":"All production lines","size":"medium","items":["line-all","line-1","line-2","line-3","line-4"],"value":"all"},{"id":"line-all","component":"SelectItem","value":"all","label":"All production lines"},{"id":"line-1","component":"SelectItem","value":"line-1","label":"Line 1 · Press & 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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..97acd9565
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r3.txt
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diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..74aac2e44
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+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-plant__r4.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..43e5da5d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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+</a2ui-json>
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..42add7552
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..e565b6253
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,6 @@
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..0d1169818
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"streaming-operations-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"StreamOps"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"streaming-operations-room","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","status-tags","region-card","kpi-row","audience-tabs","content-row","health-row","ops-row","flags-card","promotion-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Streaming Operations Room","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live audience, content, delivery, growth, revenue, and merchandising controls · Updated moments ago","size":"small"},{"id":"status-tags","component":"TagBlock","tags":["LIVE","Global view","Playback healthy","Monthly window: Jul 20–Aug 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/sol/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..598dee761
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/a2ui__b5-university__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"university-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1D4ED8","agentDisplayName":"University Administration"},"sendDataModel":false}}
+</a2ui-json>
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new file mode 100644
index 000000000..9f26947ae
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+{"version":"v0.9","updateComponents":{"surfaceId":"university-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","filters","kpi-row","enrollment-card","demand-row","operations-row","people-row","engagement-row","actions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"University Administrator Overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Fall 2026 • Enrollment, academics, finance, campus life, and advancement","size":"default"},{"id":"filters","component":"Form","name":"dashboard_filters","fields":["department-filter","semester-filter"],"buttons":"filter-buttons"},{"id":"department-filter","component":"FormControl","label":"Department focus","input":"department-select","hint":"Choose one department or retain the university-wide 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period."},{"id":"semester-select","component":"Select","name":"semester","value":"fall-2026","size":"medium","items":["sem-fall-2026","sem-spring-2026","sem-fall-2025"]},{"id":"sem-fall-2026","component":"SelectItem","value":"fall-2026","label":"Fall 2026"},{"id":"sem-spring-2026","component":"SelectItem","value":"spring-2026","label":"Spring 2026"},{"id":"sem-fall-2025","component":"SelectItem","value":"fall-2025","label":"Fall 2025"},{"id":"filter-buttons","component":"Buttons","direction":"row","buttons":["apply-filter","reset-filter"]},{"id":"apply-filter","component":"Button","label":"Apply focus","variant":"primary","size":"medium"},{"id":"reset-filter","component":"Button","label":"Reset","variant":"tertiary","size":"medium"},{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["enrollment-kpi","acceptance-kpi","revenue-kpi","risk-kpi","scholarship-kpi","housing-kpi"]},{"id":"enrollment-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["enrollment-kpi-header","enrollment-kpi-value","enrollment-kpi-change"]},{"id":"enrollment-kpi-header","component":"CardHeader","title":"Total enrollment","subtitle":"Fall 2026"},{"id":"enrollment-kpi-value","component":"TextContent","text":"**24,860 students**","size":"large-heavy"},{"id":"enrollment-kpi-change","component":"Tag","text":"▲ 3.3% vs Fall 2025","variant":"success","size":"sm"},{"id":"acceptance-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["acceptance-kpi-header","acceptance-kpi-value","acceptance-kpi-change"]},{"id":"acceptance-kpi-header","component":"CardHeader","title":"Acceptance rate","subtitle":"Current admissions cycle"},{"id":"acceptance-kpi-value","component":"TextContent","text":"**61.8%**","size":"large-heavy"},{"id":"acceptance-kpi-change","component":"Tag","text":"▼ 1.6 pp vs last cycle","variant":"warning","size":"sm"},{"id":"revenue-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["revenue-kpi-header","revenue-kpi-value","revenue-kpi-change"]},{"id":"revenue-kpi-header","component":"CardHeader","title":"Tuition revenue","subtitle":"FY 2026 year to date"},{"id":"revenue-kpi-value","component":"TextContent","text":"**$286.4M**","size":"large-heavy"},{"id":"revenue-kpi-change","component":"Tag","text":"▲ 4.7% vs FY 2025","variant":"success","size":"sm"},{"id":"risk-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["risk-kpi-header","risk-kpi-value","risk-kpi-change"]},{"id":"risk-kpi-header","component":"CardHeader","title":"Students at risk","subtitle":"Active academic alerts"},{"id":"risk-kpi-value","component":"TextContent","text":"**428 students**","size":"large-heavy"},{"id":"risk-kpi-change","component":"Tag","text":"▼ 34 vs last semester","variant":"success","size":"sm"},{"id":"scholarship-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["scholarship-kpi-header","scholarship-kpi-value","scholarship-progress","scholarship-caption"]},{"id":"scholarship-kpi-header","component":"CardHeader","title":"Scholarship budget","subtitle":"Awarded against annual total"},{"id":"scholarship-kpi-value","component":"TextContent","text":"**$18.6M / $24.0M**","size":"large-heavy"},{"id":"scholarship-progress","component":"Progress","value":77.5,"label":"77.5% used"},{"id":"scholarship-caption","component":"TextContent","text":"$5.4M remaining","size":"small"},{"id":"housing-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["housing-kpi-header","housing-kpi-value","housing-progress","housing-change"]},{"id":"housing-kpi-header","component":"CardHeader","title":"Housing occupancy","subtitle":"4,982 of 5,240 beds"},{"id":"housing-kpi-value","component":"TextContent","text":"**95.1%**","size":"large-heavy"},{"id":"housing-progress","component":"Progress","value":95.1,"label":"Campus housing occupied"},{"id":"housing-change","component":"Tag","text":"▲ 1.8 pp vs last semester","variant":"success","size":"sm"},{"id":"enrollment-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["enrollment-header","enrollment-chart","semester-comparison"]},{"id":"enrollment-header","component":"CardHeader","title":"Five-year enrollment movement","subtitle":"Total headcount by fall term"},{"id":"enrollment-chart","component":"LineChart","labels":["Fall 2022","Fall 2023","Fall 2024","Fall 2025","Fall 2026"],"series":["enrollment-series"],"variant":"natural","xLabel":"Academic term","yLabel":"Students"},{"id":"enrollment-series","component":"Series","category":"Total enrollment","values":[22140,22780,23510,24060,24860]},{"id":"semester-comparison","component":"Callout","variant":"info","title":"This semester compared with last","description":"Enrollment is up 800 students (+3.3%), course fill is up 2.4 percentage points, housing occupancy is up 1.8 points, and academic-risk alerts are down by 34 students."},{"id":"demand-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["applications-card","waitlist-card"]},{"id":"applications-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["applications-header","applications-chart"]},{"id":"applications-header","component":"CardHeader","title":"Applications by program","subtitle":"Current admissions cycle"},{"id":"applications-chart","component":"HorizontalBarChart","labels":["Computer 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Chen","Prof. M. Rivera","Prof. S. Patel","Prof. J. Williams","Prof. E. Okafor","Prof. L. 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hours."},{"id":"risk-table","component":"Table","columns":["risk-student-col","risk-cohort-col","risk-factor-col","risk-owner-col"]},{"id":"risk-student-col","component":"Col","label":"Student","type":"string","data":["Maya Thompson","Noah Kim","Ava Martinez","Ethan Brooks","Sofia Nguyen"]},{"id":"risk-cohort-col","component":"Col","label":"Group","type":"string","data":["First-year","Sophomore","First-year","Junior","Senior"]},{"id":"risk-factor-col","component":"Col","label":"Primary indicator","type":"string","data":["Attendance","GPA decline","Missing work","Financial hold","Degree progress"]},{"id":"risk-owner-col","component":"Col","label":"Assigned to","type":"string","data":["Advising","Student Success","Advising","Financial Aid","Registrar"]},{"id":"events-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["events-header","events-list"]},{"id":"events-header","component":"CardHeader","title":"Campus events this 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..f92cd2453
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","invoice-summary","invoice-details","payment-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["invoice-title","invoice-status"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"CardHeader","props":{"title":"Invoice #INV-2026-084","subtitle":"Northstar Studio · Issued August 12, 2026"},"children":[]}}
+{"op":"add","path":"/elements/invoice-status","value":{"type":"Badge","props":{"text":"Payment due","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["amount-label","amount-due","due-date"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currencySymbol}${/invoice/amountDue} ${/invoice/currency}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amountDue":"2,450.00","currency":"USD","currencySymbol":"$","dueDate":"August 28, 2026","client":"Acme Creative Co.","service":"Brand identity and website design","paymentStatus":"unpaid"}}
+{"op":"add","path":"/elements/due-date","value":{"type":"TextCallout","props":{"variant":"warning","title":"Due date","description":{"$state":"/invoice/dueDate"}},"children":[]}}
+{"op":"add","path":"/elements/invoice-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["details-heading","client-detail","service-detail"]}}
+{"op":"add","path":"/elements/details-heading","value":{"type":"Heading","props":{"text":"Invoice details","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/client-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Bill to:** ${/invoice/client}"}},"children":[]}}
+{"op":"add","path":"/elements/service-detail","value":{"type":"TextContent","props":{"text":{"$template":"**For:** ${/invoice/service}"}},"children":[]}}
+{"op":"add","path":"/elements/payment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["payment-heading","payment-note","pay-now-button","payment-confirmation"]}}
+{"op":"add","path":"/elements/payment-heading","value":{"type":"Heading","props":{"text":"Ready to pay?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextContent","props":{"text":"Pay securely now to settle this invoice. You will receive a receipt after payment.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currencySymbol}${/invoice/amountDue} ${/invoice/currency} now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
+{"op":"add","path":"/elements/payment-confirmation","value":{"type":"Callout","props":{"variant":"info","title":"Payment initiated","description":"Continue in the secure payment window to complete your payment."},"visible":{"$state":"/paymentStarted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..d2b661fcf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","invoice-summary","invoice-details","payment-card"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-title","invoice-meta"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"TextContent","props":{"text":{"$template":"Invoice ${/invoice/number} · Issued ${/invoice/issuedDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2026-084","issuedDate":"August 12, 2026","amount":"2,450.00","currency":"USD","dueDate":"August 26, 2026","client":"Northstar Studio","project":"Brand identity and website design","status":"Payment due","paid":false}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["status-badge","amount-label","amount-due","due-date"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/invoice/paid"},"$then":"Paid","$else":{"$state":"/invoice/status"}},"variant":{"$cond":{"$state":"/invoice/paid"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"TextCallout","props":{"variant":"warning","title":"Due date","description":{"$state":"/invoice/dueDate"}},"children":[]}}
+{"op":"add","path":"/elements/invoice-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["details-heading","client-detail","project-detail"]}}
+{"op":"add","path":"/elements/details-heading","value":{"type":"Heading","props":{"text":"Invoice details","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/client-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Bill to:** ${/invoice/client}"}},"children":[]}}
+{"op":"add","path":"/elements/project-detail","value":{"type":"TextContent","props":{"text":{"$template":"**For:** ${/invoice/project}"}},"children":[]}}
+{"op":"add","path":"/elements/payment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["payment-heading","payment-note","pay-now-button","payment-success"]}}
+{"op":"add","path":"/elements/payment-heading","value":{"type":"Heading","props":{"text":"Payment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextContent","props":{"text":{"$template":"Pay ${/invoice/currency} ${/invoice/amount} securely now."}},"visible":{"$state":"/invoice/paid","not":true},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amount} now"},"variant":"primary","size":"large"},"visible":{"$state":"/invoice/paid","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/invoice/paid","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/payment-success","value":{"type":"Alert","props":{"title":"Payment complete","description":"Thank you. This invoice has been marked as paid.","variant":"success"},"visible":{"$state":"/invoice/paid"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..6e7d167df
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","invoice-summary","invoice-details","payment-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-title","invoice-meta"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-meta","value":{"type":"TextContent","props":{"text":{"$template":"Invoice ${/invoice/number} · Issued ${/invoice/issuedDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"number":"INV-2026-0818","issuedDate":"August 18, 2026","client":"Northstar Studio","project":"Brand identity and website design","amount":"2,450.00","currency":"USD","dueDate":"September 1, 2026","status":"Payment due"}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["status-badge","amount-label","amount-due","due-date"]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"Callout","props":{"variant":"warning","title":"Due date","description":{"$state":"/invoice/dueDate"}},"children":[]}}
+{"op":"add","path":"/elements/invoice-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["details-heading","client-detail","project-detail"]}}
+{"op":"add","path":"/elements/details-heading","value":{"type":"Heading","props":{"text":"Invoice details","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/client-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Bill to:** ${/invoice/client}"}},"children":[]}}
+{"op":"add","path":"/elements/project-detail","value":{"type":"TextContent","props":{"text":{"$template":"**For:** ${/invoice/project}"}},"children":[]}}
+{"op":"add","path":"/elements/payment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["payment-heading","payment-note","pay-now-button","payment-confirmation"]}}
+{"op":"add","path":"/elements/payment-heading","value":{"type":"Heading","props":{"text":"Payment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextContent","props":{"text":{"$template":"Pay ${/invoice/currency} ${/invoice/amount} securely now."},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/currency} ${/invoice/amount} now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/payment-confirmation","value":{"type":"Alert","props":{"title":"Payment initiated","description":"Your secure payment session is ready. Follow the payment provider's instructions to complete the transaction.","variant":"success"},"visible":{"$state":"/paymentStarted"},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..1dfc8f59a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","invoice-summary","billing-details","invoice-items-section","payment-section"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["invoice-title","invoice-status"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"CardHeader","props":{"title":{"$state":"/invoice/title"},"subtitle":{"$template":"Invoice ${/invoice/number} · Issued ${/invoice/issueDate}"}},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"title":"Invoice","number":"INV-2026-084","issueDate":"August 12, 2026","status":"Payment due","amountDue":"$3,850.00","currency":"USD","dueDate":"August 28, 2026","clientName":"Northstar Labs","clientEmail":"accounts@northstarlabs.com","freelancerName":"Maya Chen","freelancerEmail":"maya@studiochen.co","paymentNote":"Secure payment by card or bank transfer.","reference":"INV-2026-084"}}
+{"op":"add","path":"/elements/invoice-status","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"xl","align":"center","justify":"between","wrap":true},"children":["amount-block","due-date-block"]}}
+{"op":"add","path":"/elements/amount-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["amount-label","amount-value","currency-label"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$state":"/invoice/amountDue"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/currency-label","value":{"type":"Badge","props":{"text":{"$state":"/invoice/currency"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/due-date-block","value":{"type":"Callout","props":{"variant":"warning","title":"Due date","description":{"$state":"/invoice/dueDate"}},"children":[]}}
+{"op":"add","path":"/elements/billing-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"xl","align":"start","justify":"between","wrap":true},"children":["bill-to","from-details"]}}
+{"op":"add","path":"/elements/bill-to","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-to-heading","client-name","client-email"]}}
+{"op":"add","path":"/elements/bill-to-heading","value":{"type":"Heading","props":{"text":"Bill to","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/client-name","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientName"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/client-email","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/clientEmail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/from-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["from-heading","freelancer-name","freelancer-email"]}}
+{"op":"add","path":"/elements/from-heading","value":{"type":"Heading","props":{"text":"From","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/freelancer-name","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancerName"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/freelancer-email","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/freelancerEmail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invoice-items-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["items-heading","invoice-items","totals-separator","invoice-total"]}}
+{"op":"add","path":"/elements/items-heading","value":{"type":"Heading","props":{"text":"Services","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/invoice-items","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/items","key":"id"},"children":["invoice-item"]}}
+{"op":"add","path":"/elements/invoice-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["item-description","item-price"]}}
+{"op":"add","path":"/elements/item-description","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-detail"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-detail","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-price","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/items","value":[]}
+{"op":"add","path":"/state/items/0","value":{"id":"service-1","name":"Product design sprint","description":"Discovery, user flows, and high-fidelity interface concepts","amount":"$2,400.00"}}
+{"op":"add","path":"/state/items/1","value":{"id":"service-2","name":"Design system setup","description":"Reusable components, tokens, and implementation guidance","amount":"$1,200.00"}}
+{"op":"add","path":"/state/items/2","value":{"id":"service-3","name":"Project handoff","description":"Developer documentation and final asset delivery","amount":"$250.00"}}
+{"op":"add","path":"/elements/totals-separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/invoice-total","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["total-label","total-value"]}}
+{"op":"add","path":"/elements/total-label","value":{"type":"TextContent","props":{"text":"Total due","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/total-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/amountDue} ${/invoice/currency}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/payment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["payment-heading","payment-note","pay-now-button","payment-confirmation"]}}
+{"op":"add","path":"/elements/payment-heading","value":{"type":"Heading","props":{"text":"Payment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextContent","props":{"text":{"$template":"${/invoice/paymentNote} Reference: ${/invoice/reference}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":{"$template":"Pay ${/invoice/amountDue} ${/invoice/currency} now"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
+{"op":"add","path":"/elements/payment-confirmation","value":{"type":"Callout","props":{"variant":"info","title":"Payment initiated","description":"Continue in the secure payment window to complete your transaction."},"visible":{"$state":"/paymentStarted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..4a7a2f068
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","next-meeting"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"A quick look at your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/next-meeting","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["meeting-status","meeting-title","meeting-time","meeting-divider","attendees-heading","attendee-list","join-call"]}}
+{"op":"add","path":"/elements/meeting-status","value":{"type":"Badge","props":{"text":"NEXT MEETING","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/title","value":"Product roadmap sync"}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/nextMeeting/startTime}–${/nextMeeting/endTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/startTime","value":"10:30 AM"}
+{"op":"add","path":"/state/nextMeeting/endTime","value":"11:00 AM"}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendee-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-details","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees","value":[]}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"a1","name":"Maya Chen","initials":"MC","role":"Product Lead","status":"Accepted","avatar":"https://i.pravatar.cc/160?img=47"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"a2","name":"Jon Bell","initials":"JB","role":"Engineering Manager","status":"Accepted","avatar":"https://i.pravatar.cc/160?img=12"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"a3","name":"Priya Shah","initials":"PS","role":"Design Lead","status":"Tentative","avatar":"https://i.pravatar.cc/160?img=32"}}
+{"op":"add","path":"/elements/join-call","value":{"type":"Button","props":{"label":"Join video call","action":[{"url":{"$state":"/nextMeeting/joinUrl"}}],"variant":"primary","size":"large"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/joinUrl","value":"https://meet.example.com/product-roadmap-sync"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..9b16d0c2e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","next-meeting"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"A quick look at your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/next-meeting","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["meeting-status","meeting-title","meeting-time","meeting-divider","attendees-heading","attendees-list","join-call"]}}
+{"op":"add","path":"/elements/meeting-status","value":{"type":"Badge","props":{"text":{"$state":"/nextMeeting/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/status","value":"Starts in 18 minutes"}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/title","value":"Product roadmap sync"}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/nextMeeting/startTime}–${/nextMeeting/endTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/startTime","value":"10:30 AM"}
+{"op":"add","path":"/state/nextMeeting/endTime","value":"11:00 AM"}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-details","attendee-response"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-response","value":{"type":"Badge","props":{"text":{"$item":"response"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees","value":[]}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"attendee-1","name":"Maya Chen","initials":"MC","role":"Product Lead · Organizer","response":"Accepted","avatar":"https://i.pravatar.cc/160?img=47"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"attendee-2","name":"Jon Bell","initials":"JB","role":"Engineering Manager","response":"Accepted","avatar":"https://i.pravatar.cc/160?img=12"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"attendee-3","name":"Priya Shah","initials":"PS","role":"Design Lead","response":"Accepted","avatar":"https://i.pravatar.cc/160?img=32"}}
+{"op":"add","path":"/elements/join-call","value":{"type":"Button","props":{"label":"Join video call","action":["https://meet.example.com/product-roadmap-sync"],"variant":"primary","size":"large"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..25406dffa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","next-meeting"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"A quick look at your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/next-meeting","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["meeting-status","meeting-title","meeting-time","meeting-divider","attendees-heading","attendees-list","join-call"]}}
+{"op":"add","path":"/elements/meeting-status","value":{"type":"Badge","props":{"text":"NEXT MEETING","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Product roadmap sync","startTime":"Today at 10:30 AM","joinUrl":"https://meet.example.com/product-roadmap"}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Starts ${/nextMeeting/startTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"repeat":{"statePath":"/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-details","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none","align":"start"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/attendees","value":[]}
+{"op":"add","path":"/state/attendees/0","value":{"id":"attendee-1","name":"Maya Chen","initials":"MC","role":"Product Lead","status":"Accepted","avatar":"https://i.pravatar.cc/160?img=47"}}
+{"op":"add","path":"/state/attendees/1","value":{"id":"attendee-2","name":"Daniel Ortiz","initials":"DO","role":"Engineering Manager","status":"Accepted","avatar":"https://i.pravatar.cc/160?img=12"}}
+{"op":"add","path":"/state/attendees/2","value":{"id":"attendee-3","name":"Priya Shah","initials":"PS","role":"Design Lead","status":"Tentative","avatar":"https://i.pravatar.cc/160?img=32"}}
+{"op":"add","path":"/elements/join-call","value":{"type":"Button","props":{"label":"Join video call","action":[{"url":{"$state":"/nextMeeting/joinUrl"}}],"variant":"primary","size":"large"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..61178cbef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","next-meeting"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"A quick look at your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/next-meeting","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["meeting-status","meeting-title","meeting-time","meeting-divider","attendee-heading","attendee-list","join-call"]}}
+{"op":"add","path":"/elements/meeting-status","value":{"type":"Badge","props":{"text":"Next meeting","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/title","value":"Product roadmap sync"}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/nextMeeting/startTime}–${/nextMeeting/endTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/startTime","value":"10:30 AM"}
+{"op":"add","path":"/state/nextMeeting/endTime","value":"11:00 AM"}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendee-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendee-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["attendee-avatar","attendee-details","attendee-status"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-details","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${role}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/attendee-status","value":{"type":"Badge","props":{"text":{"$item":"response"},"variant":{"$cond":{"$item":"accepted"},"$then":"outline","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees","value":[]}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"attendee-1","name":"Maya Chen","role":"Product Lead","initials":"MC","avatar":"https://i.pravatar.cc/160?img=47","response":"Accepted","accepted":true}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"attendee-2","name":"Jon Bell","role":"Engineering Manager","initials":"JB","avatar":"https://i.pravatar.cc/160?img=12","response":"Accepted","accepted":true}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"attendee-3","name":"Priya Shah","role":"Design Director","initials":"PS","avatar":"https://i.pravatar.cc/160?img=32","response":"Tentative","accepted":false}}
+{"op":"add","path":"/elements/join-call","value":{"type":"Button","props":{"label":"Join video call","action":[],"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/call/joinRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/call/joinRequested","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..48ed61fb0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r1.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"signup-page"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"The Product Weekly","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-description","value":{"type":"TextContent","props":{"text":"Get one concise weekly email featuring standout product launches, practical insights, and tools worth trying.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/signup/email"},"rules":[{"required":true,"message":"Enter your email address."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/signup","value":{"email":""}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"No spam. Unsubscribe anytime."},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/signupValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"column"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/signup-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["page-title","page-description","signup-form"]}}
+{"op":"add","path":"/elements/signup-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"center","justify":"center"},"children":["signup-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..1caddcd82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r2.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"signup-page"}
+{"op":"add","path":"/elements/signup-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch","justify":"center"},"children":["signup-card"]}}
+{"op":"add","path":"/elements/signup-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["signup-header","newsletter-benefit","signup-form","privacy-note","success-message"]}}
+{"op":"add","path":"/elements/signup-header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Brief","subtitle":"One thoughtful email every Friday."},"children":[]}}
+{"op":"add","path":"/elements/newsletter-benefit","value":{"type":"TextContent","props":{"text":"Get practical product insights, emerging trends, and a curated shortlist of tools worth trying each week.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletter-signup","fields":["email-control"],"buttons":"subscribe-buttons"},"children":["email-control","subscribe-buttons"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"No spam—just one useful product newsletter each week."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/email"},"rules":[{"required":true,"message":"Enter your email address."},{"type":"email","message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"row"},"children":["subscribe-button"]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe free","variant":"primary","size":"large","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/privacy-note","value":{"type":"TextContent","props":{"text":"By subscribing, you agree to receive the weekly newsletter. Unsubscribe anytime.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/success-message","value":{"type":"Callout","props":{"variant":"success","title":"You're on the list!","description":"Watch your inbox for the next issue."},"visible":{"$state":"/subscribed"},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..5949cc212
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r3.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"signup-page"}
+{"op":"add","path":"/elements/signup-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch","justify":"center"},"children":["signup-card"]}}
+{"op":"add","path":"/elements/signup-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["signup-header","signup-benefit","signup-form","privacy-note"]}}
+{"op":"add","path":"/elements/signup-header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Brief","subtitle":"One thoughtful email every Friday."},"children":[]}}
+{"op":"add","path":"/elements/signup-benefit","value":{"type":"TextContent","props":{"text":"Get practical product strategy, fresh industry insights, and useful tools curated for busy product teams.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletter-signup","fields":["email-control"],"buttons":"subscribe-buttons"},"children":["email-control","subscribe-buttons","success-message"]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll only use your email to send the weekly newsletter."},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/email"},"rules":[{"required":true,"message":"Enter your email address."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"row"},"children":["subscribe-button"]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/success-message","value":{"type":"Callout","props":{"variant":"success","title":"You’re on the list!","description":"Look out for the next issue in your inbox."},"visible":{"$state":"/subscribed","eq":true},"children":[]}}
+{"op":"add","path":"/elements/privacy-note","value":{"type":"TextContent","props":{"text":"No spam. Unsubscribe anytime.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..75d37315f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-newsletter__r4.txt
@@ -0,0 +1,14 @@
+{"op":"add","path":"/root","value":"signup-page"}
+{"op":"add","path":"/elements/signup-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch","justify":"center"},"children":["signup-card"]}}
+{"op":"add","path":"/elements/signup-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["signup-header","newsletter-description","signup-form","privacy-note","success-message"]}}
+{"op":"add","path":"/elements/signup-header","value":{"type":"CardHeader","props":{"title":"The Weekly Product Brief","subtitle":"One thoughtful email every week."},"children":[]}}
+{"op":"add","path":"/elements/newsletter-description","value":{"type":"TextContent","props":{"text":"Get a concise weekly roundup of practical product insights, emerging trends, and standout launches.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletter-signup","fields":["email-control"],"buttons":"subscribe-buttons"},"on":{"submit":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"Enter the inbox where you want to receive the newsletter."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/email"},"rules":[{"required":true,"message":"Email is required."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/email","value":""}
+{"op":"add","path":"/elements/subscribe-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe free","variant":"primary","size":"large","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/state/subscribed","value":false}
+{"op":"add","path":"/elements/privacy-note","value":{"type":"TextContent","props":{"text":"No spam. Unsubscribe anytime.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/success-message","value":{"type":"Alert","props":{"title":"You’re on the list!","description":"Watch your inbox for the next weekly product brief.","variant":"success"},"visible":{"$state":"/subscribed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..ff24db7f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r1.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["screen-header","status-card","delivery-details","report-problem"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Track your delivery","subtitle":"Order #PKG-48291"},"children":[]}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-row","current-location","status-progress","last-update"]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m"},"children":["status-heading","status-badge"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Where your package is now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"status":"In transit","location":"Northside Distribution Center, Portland, OR","progress":72,"lastUpdated":"Updated today at 10:42 AM","estimatedDate":"Thursday, August 20","estimatedWindow":"1:00 PM–5:00 PM","trackingNumber":"PKG-48291"}}
+{"op":"add","path":"/elements/current-location","value":{"type":"Callout","props":{"variant":"info","title":"Current location","description":{"$state":"/delivery/location"}},"children":[]}}
+{"op":"add","path":"/elements/status-progress","value":{"type":"Progress","props":{"value":{"$state":"/delivery/progress"},"label":"On the way to your local delivery facility"},"children":[]}}
+{"op":"add","path":"/elements/last-update","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/lastUpdated"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delivery-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["estimate-heading","estimate-date","estimate-window"]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"Heading","props":{"text":"Estimated delivery","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$template":"Expected between ${/delivery/estimatedWindow}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/report-problem","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["problem-heading","problem-description","problem-dialog"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Problem with this delivery?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextContent","props":{"text":"Tell us what went wrong and our delivery support team will review it.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a problem","title":"Report a delivery problem","description":"Choose the issue and add any details that may help us resolve it.","triggerVariant":"destructive","content":["problem-form"]},"children":["problem-form"]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-problem","fields":["issue-control","details-control"],"buttons":"problem-buttons"},"children":["issue-control","details-control","problem-buttons"]}}
+{"op":"add","path":"/elements/issue-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"issue-select","hint":"Select the option that best describes the problem."},"children":["issue-select"]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","size":"large","items":["issue-late","issue-damaged","issue-missing","issue-wrong-address"],"value":{"$bindState":"/problem/type"},"rules":[{"required":true,"message":"Choose an issue type."}]},"children":["issue-late","issue-damaged","issue-missing","issue-wrong-address"]}}
+{"op":"add","path":"/state/problem","value":{"type":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/issue-late","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/issue-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package is damaged"},"children":[]}}
+{"op":"add","path":"/elements/issue-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Marked delivered but not received"},"children":[]}}
+{"op":"add","path":"/elements/issue-wrong-address","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Package is going to the wrong address"},"children":[]}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Additional details","input":"details-input","hint":"Do not include payment or other sensitive information."},"children":["details-input"]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"problemDetails","placeholder":"Describe the delivery problem…","rows":4,"value":{"$bindState":"/problem/details"},"rules":[{"required":true,"message":"Add a short description."}]},"children":[]}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"buttons":["submit-problem"],"direction":"row"},"children":["submit-problem"]}}
+{"op":"add","path":"/elements/submit-problem","value":{"type":"Button","props":{"label":"Submit report","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/problemValidation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..7738d5649
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r2.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","delivery-summary","tracking-section","support-section"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Track your delivery","subtitle":{"$template":"Order ${/delivery/orderNumber} · ${/delivery/carrier}"}},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"orderNumber":"#48291","carrier":"Northstar Express","status":"Out for delivery","currentLocation":"Local delivery vehicle near Cedar Park","lastUpdated":"Today at 10:42 AM","estimatedDate":"Tuesday, August 18","estimatedWindow":"1:00 PM–4:00 PM","progress":82}}
+{"op":"add","path":"/elements/delivery-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["status-row","current-location","location-updated","delivery-divider","estimate-label","estimate-date","estimate-window","delivery-progress"]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-heading","status-badge"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Where your package is now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-location","value":{"type":"TextCallout","props":{"variant":"info","title":{"$state":"/delivery/currentLocation"},"description":"Your driver is completing nearby stops before heading to your address."},"children":[]}}
+{"op":"add","path":"/elements/location-updated","value":{"type":"TextContent","props":{"text":{"$template":"Last updated ${/delivery/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delivery-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/estimate-label","value":{"type":"Heading","props":{"text":"Estimated delivery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$template":"Expected between ${/delivery/estimatedWindow}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/delivery-progress","value":{"type":"Progress","props":{"value":{"$state":"/delivery/progress"},"label":"Delivery progress"},"children":[]}}
+{"op":"add","path":"/elements/tracking-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["tracking-heading","tracking-list"]}}
+{"op":"add","path":"/elements/tracking-heading","value":{"type":"Heading","props":{"text":"Tracking updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tracking-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"repeat":{"statePath":"/trackingEvents","key":"id"},"children":["tracking-event"]}}
+{"op":"add","path":"/elements/tracking-event","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${location} · ${time}"}},"children":[]}}
+{"op":"add","path":"/state/trackingEvents","value":[]}
+{"op":"add","path":"/state/trackingEvents/0","value":{"id":"evt-1","title":"Out for delivery","location":"Cedar Park, TX","time":"Today, 8:12 AM"}}
+{"op":"add","path":"/state/trackingEvents/1","value":{"id":"evt-2","title":"Arrived at local facility","location":"Austin, TX","time":"Today, 5:36 AM"}}
+{"op":"add","path":"/state/trackingEvents/2","value":{"id":"evt-3","title":"Departed regional hub","location":"San Antonio, TX","time":"Yesterday, 9:18 PM"}}
+{"op":"add","path":"/elements/support-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["support-heading","support-copy","problem-dialog"]}}
+{"op":"add","path":"/elements/support-heading","value":{"type":"Heading","props":{"text":"Problem with this delivery?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/support-copy","value":{"type":"TextContent","props":{"text":"Tell us what happened and our delivery support team will review your report.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a delivery problem","title":"Report a delivery problem","description":"Choose the issue and add any details that may help us investigate.","triggerVariant":"destructive","content":["problem-form"]},"children":["problem-form"]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-problem","fields":["issue-control","details-control"],"buttons":"report-buttons"},"children":["issue-control","details-control","report-buttons"]}}
+{"op":"add","path":"/elements/issue-control","value":{"type":"FormControl","props":{"label":"What went wrong?","input":"issue-select","hint":"Select the option that best describes the problem."},"children":["issue-select"]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Choose an issue","items":["issue-late","issue-missing","issue-damaged","issue-address"],"value":{"$bindState":"/problem/issueType"},"rules":[{"required":true,"message":"Please choose an issue."}]},"children":["issue-late","issue-missing","issue-damaged","issue-address"]}}
+{"op":"add","path":"/elements/issue-late","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/issue-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Marked delivered but not received"},"children":[]}}
+{"op":"add","path":"/elements/issue-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package is damaged"},"children":[]}}
+{"op":"add","path":"/elements/issue-address","value":{"type":"SelectItem","props":{"value":"address","label":"Delivery address issue"},"children":[]}}
+{"op":"add","path":"/state/problem","value":{"issueType":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Additional details","input":"details-input","hint":"Do not include payment or other sensitive information."},"children":["details-input"]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"issueDetails","placeholder":"Describe the problem…","rows":4,"value":{"$bindState":"/problem/details"}},"children":[]}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report"],"direction":"row"},"children":["submit-report"]}}
+{"op":"add","path":"/elements/submit-report","value":{"type":"Button","props":{"label":"Submit report","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/problem/validation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..744001aa7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r3.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["screen-header","delivery-status","tracking-section","problem-section"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Track your delivery","subtitle":{"$template":"Order ${/delivery/orderNumber} · ${/delivery/carrier}"}},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"orderNumber":"ORD-482917","carrier":"Northstar Express","status":"Out for delivery","currentLocation":"Local delivery vehicle near Cedar Park, Austin, TX","lastUpdated":"Today at 10:42 AM","estimatedDate":"Tuesday, August 18, 2026","estimatedWindow":"1:00 PM–4:00 PM","progress":82}}
+{"op":"add","path":"/elements/delivery-status","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-heading","status-badge","current-location-label","current-location","last-updated","delivery-progress","estimate-divider","estimate-heading","estimate-date","estimate-window"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"Heading","props":{"text":"Where your package is now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-location-label","value":{"type":"TextContent","props":{"text":"Current location","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-location","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/currentLocation"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/last-updated","value":{"type":"TextContent","props":{"text":{"$template":"Last updated ${/delivery/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delivery-progress","value":{"type":"Progress","props":{"value":{"$state":"/delivery/progress"},"label":"Delivery progress"},"children":[]}}
+{"op":"add","path":"/elements/estimate-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"Heading","props":{"text":"Estimated delivery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$template":"Expected between ${/delivery/estimatedWindow}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tracking-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["tracking-heading","tracking-list"]}}
+{"op":"add","path":"/elements/tracking-heading","value":{"type":"Heading","props":{"text":"Recent tracking updates","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/tracking-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trackingEvents","key":"id"},"children":["tracking-event"]}}
+{"op":"add","path":"/elements/tracking-event","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${location} · ${time}"}},"children":[]}}
+{"op":"add","path":"/state/trackingEvents","value":[]}
+{"op":"add","path":"/state/trackingEvents/0","value":{"id":"evt-1","title":"Out for delivery","location":"Austin, TX","time":"Today, 8:15 AM"}}
+{"op":"add","path":"/state/trackingEvents/1","value":{"id":"evt-2","title":"Arrived at local facility","location":"Austin, TX","time":"Today, 5:38 AM"}}
+{"op":"add","path":"/state/trackingEvents/2","value":{"id":"evt-3","title":"In transit","location":"San Antonio, TX","time":"Yesterday, 9:20 PM"}}
+{"op":"add","path":"/elements/problem-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["problem-heading","problem-description","problem-dialog"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Need help with this delivery?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextContent","props":{"text":"Report a missing package, delivery delay, damaged parcel, or another issue."},"children":[]}}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a delivery problem","title":"Report a delivery problem","description":"Tell us what went wrong and how we can contact you.","triggerVariant":"destructive","content":["problem-form","report-success"]},"children":[]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-problem","fields":["issue-control","details-control","email-control"],"buttons":"report-buttons"},"children":[]}}
+{"op":"add","path":"/elements/issue-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"issue-select","hint":"Choose the option that best describes the problem."},"children":[]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","placeholder":"Select an issue","items":["issue-late","issue-missing","issue-damaged","issue-wrong-address","issue-other"],"value":{"$bindState":"/report/issueType"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/issue-late","value":{"type":"SelectItem","props":{"value":"late","label":"Delivery is late"},"children":[]}}
+{"op":"add","path":"/elements/issue-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package is missing"},"children":[]}}
+{"op":"add","path":"/elements/issue-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package is damaged"},"children":[]}}
+{"op":"add","path":"/elements/issue-wrong-address","value":{"type":"SelectItem","props":{"value":"wrong-address","label":"Delivery is going to the wrong address"},"children":[]}}
+{"op":"add","path":"/elements/issue-other","value":{"type":"SelectItem","props":{"value":"other","label":"Another issue"},"children":[]}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Details","input":"details-input","hint":"Do not include payment or account passwords."},"children":[]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"problemDetails","placeholder":"Describe the delivery problem…","rows":4,"value":{"$bindState":"/report/details"}},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Contact email","input":"email-input","hint":"We will send updates about your report here."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"contactEmail","type":"email","placeholder":"you@example.com","value":{"$bindState":"/report/email"}},"children":[]}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-report","value":{"type":"Button","props":{"label":"Submit report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/report-success","value":{"type":"Callout","props":{"variant":"success","title":"Report received","description":"Your delivery report has been recorded. Support will follow up by email."},"visible":{"$state":"/report/submitted"},"children":[]}}
+{"op":"add","path":"/state/report","value":{"issueType":"","details":"","email":"customer@example.com","submitted":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..5995ec1a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-order__r4.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["delivery-header","status-callout","current-location-card","estimate-card","tracking-section","problem-card"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":{"$state":"/delivery/title"},"subtitle":{"$template":"Tracking ${/delivery/trackingNumber}"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"title":"Your delivery","trackingNumber":"PKG-4829-1736","status":"Out for delivery","location":"Northside Delivery Center","locationDetail":"Your package left the local facility and is with the driver.","lastUpdated":"Today at 9:42 AM","estimatedDate":"Wednesday, August 19","estimatedWindow":"Between 1:00 PM and 5:00 PM"}}
+{"op":"add","path":"/elements/status-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/delivery/status"},"description":{"$template":"Latest update: ${/delivery/lastUpdated}"},"children":[]}}
+{"op":"add","path":"/elements/current-location-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["location-heading","location-name","location-detail"]}}
+{"op":"add","path":"/elements/location-heading","value":{"type":"Heading","props":{"text":"Where your package is now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/location-name","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/location"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/location-detail","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/locationDetail"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/estimate-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["estimate-heading","estimate-date","estimate-window"]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"Heading","props":{"text":"Estimated delivery","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedWindow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/tracking-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["tracking-heading","tracking-list"]}}
+{"op":"add","path":"/elements/tracking-heading","value":{"type":"Heading","props":{"text":"Tracking history","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tracking-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trackingEvents","key":"id"},"children":["tracking-event"]}}
+{"op":"add","path":"/elements/tracking-event","value":{"type":"ListItem","props":{"title":{"$item":"status"},"subtitle":{"$template":"${location} • ${time}"}},"children":[]}}
+{"op":"add","path":"/state/trackingEvents","value":[]}
+{"op":"add","path":"/state/trackingEvents/0","value":{"id":"event-1","status":"Out for delivery","location":"Northside Delivery Center","time":"Today, 9:42 AM"}}
+{"op":"add","path":"/state/trackingEvents/1","value":{"id":"event-2","status":"Arrived at local facility","location":"Northside Delivery Center","time":"Today, 6:18 AM"}}
+{"op":"add","path":"/state/trackingEvents/2","value":{"id":"event-3","status":"In transit","location":"Regional Distribution Hub","time":"Yesterday, 8:05 PM"}}
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["problem-heading","problem-description","problem-dialog"]}}
+{"op":"add","path":"/elements/problem-heading","value":{"type":"Heading","props":{"text":"Something wrong with the delivery?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextContent","props":{"text":"Tell us about a missing package, delivery delay, damage, or another issue.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/problem-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Report a delivery problem","title":"Report a problem","description":"Share the issue below so our delivery support team can help.","content":["problem-form"],"triggerVariant":"destructive"},"children":["problem-form"]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-problem","fields":["issue-control","details-control"],"buttons":"problem-buttons"},"children":["issue-control","details-control","problem-buttons","report-success"]}}
+{"op":"add","path":"/elements/issue-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"issue-select","hint":"Choose the option that best describes the problem."},"children":["issue-select"]}}
+{"op":"add","path":"/elements/issue-select","value":{"type":"Select","props":{"name":"issueType","items":["issue-missing","issue-delay","issue-damaged","issue-wrong-place","issue-other"],"placeholder":"Select an issue","size":"large","value":{"$bindState":"/problem/issueType"},"rules":[{"required":true,"message":"Select an issue."}]},"children":["issue-missing","issue-delay","issue-damaged","issue-wrong-place","issue-other"]}}
+{"op":"add","path":"/elements/issue-missing","value":{"type":"SelectItem","props":{"value":"missing","label":"Package marked delivered but missing"},"children":[]}}
+{"op":"add","path":"/elements/issue-delay","value":{"type":"SelectItem","props":{"value":"delay","label":"Delivery is delayed"},"children":[]}}
+{"op":"add","path":"/elements/issue-damaged","value":{"type":"SelectItem","props":{"value":"damaged","label":"Package arrived damaged"},"children":[]}}
+{"op":"add","path":"/elements/issue-wrong-place","value":{"type":"SelectItem","props":{"value":"wrong-location","label":"Delivered to the wrong location"},"children":[]}}
+{"op":"add","path":"/elements/issue-other","value":{"type":"SelectItem","props":{"value":"other","label":"Another issue"},"children":[]}}
+{"op":"add","path":"/state/problem","value":{"issueType":"","details":"","submitted":false}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Details","input":"details-input","hint":"Do not include payment or other sensitive information."},"children":["details-input"]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe the delivery problem…","rows":4,"value":{"$bindState":"/problem/details"},"rules":[{"required":true,"message":"Add a short description."}]},"children":[]}}
+{"op":"add","path":"/elements/problem-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report"],"direction":"row"},"children":["submit-report"]}}
+{"op":"add","path":"/elements/submit-report","value":{"type":"Button","props":{"label":"Submit report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/problem/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/report-success","value":{"type":"Alert","props":{"title":"Report received","description":"Delivery support will review your report and contact you with next steps.","variant":"success"},"visible":{"$state":"/problem/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..3a92ce336
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","poll-options","vote-status"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["poll-badge","poll-question","poll-instructions"]}}
+{"op":"add","path":"/elements/poll-badge","value":{"type":"Badge","props":{"text":"Team lunch poll","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/poll-question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-instructions","value":{"type":"TextContent","props":{"text":"Choose one restaurant below to cast your vote.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-option"]}}
+{"op":"add","path":"/elements/restaurant-option","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch"},"children":["restaurant-name","restaurant-details","restaurant-vote-button"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"TextContent","props":{"text":{"$template":"${cuisine} · ${price} · ${walkTime} walk"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-vote-button","value":{"type":"Button","props":{"label":{"$template":"Vote for ${name}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"r1","name":"Green Fork Kitchen","cuisine":"Mediterranean","price":"$$","walkTime":"6 min"}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"r2","name":"Sakura Bento","cuisine":"Japanese","price":"$$","walkTime":"9 min"}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"r3","name":"Taco Mercado","cuisine":"Mexican","price":"$","walkTime":"5 min"}}
+{"op":"add","path":"/elements/vote-status","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded","description":{"$template":"You voted for ${/selectedRestaurant}. You can change your choice anytime."}},"visible":{"$state":"/selectedRestaurant"},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..6ec4741a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/poll-title","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-subtitle","value":{"type":"TextContent","props":{"text":"Choose one restaurant and cast your vote.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-radio","value":{"type":"RadioItem","props":{"label":{"$item":"name"},"description":{"$item":"description"},"value":{"$item":"id"}},"children":[]}}
+{"op":"add","path":"/elements/restaurant-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-radio"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"olive-grove","name":"Olive Grove Kitchen","description":"Mediterranean bowls, wraps, and fresh salads · $$"}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"taco-junction","name":"Taco Junction","description":"Street tacos, burritos, and vegetarian plates · $"}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"sakura-house","name":"Sakura House","description":"Sushi rolls, ramen, and Japanese lunch specials · $$"}}
+{"op":"add","path":"/elements/restaurant-choice","value":{"type":"RadioGroup","props":{"name":"lunchRestaurant","items":["restaurant-options"],"value":{"$bindState":"/selectedRestaurant"},"rules":[{"required":true,"message":"Choose a restaurant before voting."}]},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":"Cast my vote","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/voteSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/vote-actions","value":{"type":"Buttons","props":{"buttons":["vote-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/vote-confirmation","value":{"type":"Alert","props":{"title":"Vote recorded","description":"Thanks! Your lunch preference has been submitted.","variant":"success"},"visible":[{"$state":"/voteSubmitted"},{"$state":"/selectedRestaurant","neq":""}],"children":[]}}
+{"op":"add","path":"/state/voteSubmitted","value":false}
+{"op":"add","path":"/elements/poll-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["poll-title","poll-subtitle","restaurant-choice","vote-actions","vote-confirmation"]}}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..40534d88b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","poll-options","vote-status"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["poll-title","poll-subtitle"]}}
+{"op":"add","path":"/elements/poll-title","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-subtitle","value":{"type":"TextContent","props":{"text":"Choose one restaurant below. You can change your vote anytime.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-option"]}}
+{"op":"add","path":"/elements/restaurant-option","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch"},"children":["restaurant-name","restaurant-details","restaurant-vote-button"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"TextContent","props":{"text":{"$template":"${cuisine} · ${distance} · ${price}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-vote-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/selectedRestaurant","eq":{"$item":"id"}},"$then":"Selected","$else":{"$template":"Vote for ${name}"}},"variant":{"$cond":{"$state":"/selectedRestaurant","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"},"size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"harbor-kitchen","name":"Harbor Kitchen","cuisine":"Mediterranean","distance":"5 min walk","price":"$$"}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"taco-junction","name":"Taco Junction","cuisine":"Mexican","distance":"8 min walk","price":"$"}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"green-table","name":"The Green Table","cuisine":"Seasonal bowls & salads","distance":"10 min walk","price":"$$"}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/vote-status","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded","description":"Your lunch choice has been selected."},"visible":{"$state":"/selectedRestaurant"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..95eef3e7a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","poll-options","vote-status"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["poll-title","poll-subtitle"]}}
+{"op":"add","path":"/elements/poll-title","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-subtitle","value":{"type":"TextContent","props":{"text":"Choose one restaurant. You can change your vote anytime before Friday.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/poll-options","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-option"]}}
+{"op":"add","path":"/elements/restaurant-option","value":{"type":"Card","props":{"variant":{"$cond":{"$state":"/selectedRestaurant","eq":{"$item":"id"}},"$then":"sunk","$else":"card"},"direction":"row","gap":"m","align":"center","justify":"between"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":["restaurant-details","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["restaurant-name","restaurant-description","restaurant-meta"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-meta","value":{"type":"Tag","props":{"text":{"$item":"meta"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/selectedRestaurant","eq":{"$item":"id"}},"$then":"Selected","$else":"Vote"},"variant":{"$cond":{"$state":"/selectedRestaurant","eq":{"$item":"id"}},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"harbor-kitchen","name":"Harbor Kitchen","description":"Seasonal bowls, sandwiches, and fresh salads with plenty of vegetarian options.","meta":"American · $$ · 8 min walk"}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"saffron-table","name":"Saffron Table","description":"Indian favorites, fragrant curries, and a popular weekday lunch buffet.","meta":"Indian · $$ · 6 min walk"}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"verde-taco","name":"Verde Taco Co.","description":"Street-style tacos, burrito bowls, and house-made salsas in a casual setting.","meta":"Mexican · $ · 4 min walk"}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/vote-status","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded","description":"Your lunch choice has been selected. Tap another restaurant if you change your mind."},"visible":{"$state":"/selectedRestaurant"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..9a2b61778
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"person-page"}
+{"op":"add","path":"/elements/person-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center"},"children":["profile-avatar","profile-details"]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$template":"Portrait of ${/person/name}"},"fallback":{"$state":"/person/initials"}},"children":[]}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["person-name","person-role","person-status"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/person-status","value":{"type":"Badge","props":{"text":{"$state":"/person/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","initials":"MC","role":"Director of Product Design","status":"Available","avatar":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?auto=format&fit=crop&w=256&q=80","bio":"Maya leads the Product Design team, shaping clear and inclusive experiences across the company’s customer platform. She enjoys turning complex workflows into simple products and mentoring emerging design leaders."}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"stretch"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["message-heading","message-description","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":{"$template":"Message ${/person/name}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-description","value":{"type":"TextContent","props":{"text":"Send a direct note. Include enough context to help them respond.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"directory-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},"children":["message-subject-control","message-body-control","message-buttons"]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject","hint":"Briefly summarize your message."},"children":["message-subject"]}}
+{"op":"add","path":"/elements/message-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"What would you like to discuss?","type":"text","value":{"$bindState":"/message/subject"},"rules":[{"required":true,"message":"Enter a subject."}]},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body","hint":"Your note will be sent through the company directory."},"children":["message-body"]}}
+{"op":"add","path":"/elements/message-body","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message…","rows":5,"value":{"$bindState":"/message/body"},"rules":[{"required":true,"message":"Enter a message."}]},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":["send-message-button"]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message ready","description":{"$template":"Your message to ${/person/name} has been submitted."}},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..b1137e0cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,26 @@
+{"op":"add","path":"/root","value":"person-page"}
+{"op":"add","path":"/elements/person-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center"},"children":["profile-avatar","profile-details"]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":"AM"},"children":[]}}
+{"op":"add","path":"/state/person/avatar","value":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?auto=format&fit=crop&w=256&q=80"}
+{"op":"add","path":"/state/person/name","value":"Avery Morgan"}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["person-name","person-role","person-department"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/person/role","value":"Director of Product Design"}
+{"op":"add","path":"/elements/person-department","value":{"type":"Badge","props":{"text":{"$state":"/person/department"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/person/department","value":"Product & Experience"}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/person/bio","value":"Avery leads the product design organization, helping teams turn complex customer needs into clear, accessible experiences. She has more than a decade of experience in design systems and product strategy, and enjoys mentoring emerging design leaders."}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-header","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Send Avery a message","subtitle":"Write a note and Avery will receive it in the company inbox."},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"directory-message","fields":["message-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-input","hint":"Keep it concise and include any helpful context."},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Avery, I'd like to connect about…","rows":5,"value":{"$bindState":"/message/text"},"rules":[{"required":true,"message":"Please enter a message."}]},"children":[]}}
+{"op":"add","path":"/state/message/text","value":""}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/message/sent","value":false}
+{"op":"add","path":"/elements/message-success","value":{"type":"Alert","props":{"title":"Message ready","description":"Your message has been sent to Avery.","variant":"success"},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..2a9ea4219
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"person-page"}
+{"op":"add","path":"/elements/person-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center"},"children":["person-avatar","profile-details"]}}
+{"op":"add","path":"/elements/person-avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":"AM"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Avery Morgan","role":"Director of Product Design","avatar":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?auto=format&fit=crop&w=256&q=80","bio":"Avery leads the product design organization, partnering with engineering and research to create clear, inclusive experiences. They are especially interested in design systems, team mentorship, and turning complex workflows into simple products."}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["person-name","person-role","person-status"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/person-status","value":{"type":"Badge","props":{"text":"Available to connect","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-intro","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a message","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-intro","value":{"type":"TextContent","props":{"text":{"$template":"Write a note to ${/person/name}. They’ll receive it in their company inbox."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"message-person","fields":["message-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-input","hint":"Keep it concise and include any helpful context."},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Hi Avery, I’d like to connect about…","rows":5,"value":{"$bindState":"/message/text"},"rules":[{"required":true,"message":"Please enter a message."}]},"children":[]}}
+{"op":"add","path":"/state/message","value":{"text":"","sent":false}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Alert","props":{"title":"Message ready","description":"Your message has been sent to Avery Morgan.","variant":"success"},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..d71722e52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"person-page"}
+{"op":"add","path":"/elements/person-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["profile-card","bio-card","message-card"]}}
+{"op":"add","path":"/elements/profile-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center"},"children":["profile-avatar","profile-details"]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"src":{"$state":"/person/avatar"},"alt":{"$state":"/person/name"},"fallback":"AM"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Avery Morgan","role":"Director of Product Design","avatar":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?auto=format&fit=crop&w=256&q=80","bio":"Avery leads the product design organization, partnering with engineering and research to create clear, inclusive experiences. She enjoys mentoring emerging leaders and turning complex customer needs into practical product strategy.","email":"avery.morgan@example.com"}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["person-name","person-role","person-status"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/person-status","value":{"type":"Badge","props":{"text":"Available to connect","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-header","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Send a message","subtitle":{"$template":"Reach out directly to ${/person/name}."}},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"directory-message","fields":["subject-control","message-control"],"buttons":"message-buttons"},"children":["subject-control","message-control","message-buttons"]}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input","hint":"Briefly describe what you'd like to discuss."},"children":["subject-input"]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","type":"text","placeholder":"e.g. Product design collaboration","value":{"$bindState":"/message/subject"},"rules":[{"required":true,"message":"Please enter a subject."}]},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/message-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-input","hint":"Include any helpful context or next steps."},"children":["message-input"]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write your message…","rows":6,"value":{"$bindState":"/message/body"},"rules":[{"required":true,"message":"Please write a message."}]},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":["send-message-button"]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Alert","props":{"title":"Message ready","description":{"$template":"Your message to ${/person/name} has been submitted."},"variant":"success"},"visible":{"$state":"/message/sent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..cdb19fb58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","revenue-card","comparison-card","updated-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-morning sales check-in","subtitle":{"$template":"Today at ${/asOfTime} · ${/storeName}"}},"children":[]}}
+{"op":"add","path":"/state/asOfTime","value":"10:30 AM"}
+{"op":"add","path":"/state/storeName","value":"Market Street Shop"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-status"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/todayRevenueDisplay"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/todayRevenueDisplay","value":"$3,840"}
+{"op":"add","path":"/elements/revenue-status","value":{"type":"Badge","props":{"text":"Sales through 10:30 AM","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-heading","comparison-summary","comparison-details","comparison-progress"]}}
+{"op":"add","path":"/elements/comparison-heading","value":{"type":"Heading","props":{"text":"Compared with yesterday","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/comparison-summary","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/comparisonHeadline"},"description":{"$state":"/comparisonDescription"}},"children":[]}}
+{"op":"add","path":"/state/comparisonHeadline","value":"12.6% ahead"}
+{"op":"add","path":"/state/comparisonDescription","value":"Revenue is $430 higher than it was at 10:30 AM yesterday."}
+{"op":"add","path":"/elements/comparison-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"between","wrap":true},"children":["yesterday-metric","difference-metric"]}}
+{"op":"add","path":"/elements/yesterday-metric","value":{"type":"TextContent","props":{"text":{"$template":"**Same time yesterday**\n${/yesterdayRevenueDisplay}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/yesterdayRevenueDisplay","value":"$3,410"}
+{"op":"add","path":"/elements/difference-metric","value":{"type":"TextContent","props":{"text":{"$template":"**Difference today**\n${/differenceDisplay}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/differenceDisplay","value":"+$430"}
+{"op":"add","path":"/elements/comparison-progress","value":{"type":"Progress","props":{"value":{"$state":"/comparisonProgress"},"label":"Today vs. yesterday at the same time"},"children":[]}}
+{"op":"add","path":"/state/comparisonProgress","value":100}
+{"op":"add","path":"/elements/updated-note","value":{"type":"TextContent","props":{"text":{"$template":"Last updated ${/lastUpdated}. Figures reflect completed sales only."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"10:30 AM"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..cd7fa9e85
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","revenue-card","comparison-card","updated-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-morning check-in","subtitle":{"$template":"Today at ${/asOfTime} · Sales performance so far"}},"children":[]}}
+{"op":"add","path":"/state/asOfTime","value":"10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-progress"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/todayRevenue"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/todayRevenue","value":"$3,840"}
+{"op":"add","path":"/elements/revenue-progress","value":{"type":"Progress","props":{"value":{"$state":"/dailyTargetProgress"},"label":{"$template":"${/dailyTargetProgress}% of today’s $8,000 target"}},"children":[]}}
+{"op":"add","path":"/state/dailyTargetProgress","value":48}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-header","comparison-summary","comparison-details"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["comparison-title","comparison-badge"]}}
+{"op":"add","path":"/elements/comparison-title","value":{"type":"Heading","props":{"text":"Same time yesterday","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/comparison-badge","value":{"type":"Badge","props":{"text":{"$template":"+${/comparisonPercent}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/comparisonPercent","value":12.6}
+{"op":"add","path":"/elements/comparison-summary","value":{"type":"TextCallout","props":{"variant":"success","title":{"$template":"Ahead by ${/revenueDifference}"},"description":{"$template":"Yesterday’s revenue at ${/asOfTime} was ${/yesterdayRevenue}. Today is tracking ${/comparisonPercent}% higher."}},"children":[]}}
+{"op":"add","path":"/state/revenueDifference","value":"$430"}
+{"op":"add","path":"/state/yesterdayRevenue","value":"$3,410"}
+{"op":"add","path":"/elements/comparison-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["today-detail","yesterday-detail"]}}
+{"op":"add","path":"/elements/today-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Today**\n${/todayRevenue}"}},"children":[]}}
+{"op":"add","path":"/elements/yesterday-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Yesterday at ${/asOfTime}**\n${/yesterdayRevenue}"}},"children":[]}}
+{"op":"add","path":"/elements/updated-note","value":{"type":"TextContent","props":{"text":{"$template":"Last updated ${/lastUpdated} · Includes completed sales only."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"10:31 AM"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..995abaf52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","revenue-card","comparison-card","status-callout"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-morning sales check-in","subtitle":{"$template":"Today at ${/asOfTime} · Live overview"}},"children":[]}}
+{"op":"add","path":"/state/asOfTime","value":"10:30 AM"}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/todayRevenue"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/todayRevenue","value":"$4,860"}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"TextContent","props":{"text":{"$template":"Recorded from opening through ${/asOfTime}."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-header","comparison-metrics","comparison-bar"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"Compared with yesterday","subtitle":{"$template":"Same cutoff time: ${/asOfTime}"}},"children":[]}}
+{"op":"add","path":"/elements/comparison-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"between","wrap":true},"children":["yesterday-metric","change-metric"]}}
+{"op":"add","path":"/elements/yesterday-metric","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["yesterday-label","yesterday-value"]}}
+{"op":"add","path":"/elements/yesterday-label","value":{"type":"TextContent","props":{"text":"Yesterday by 10:30 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-value","value":{"type":"Heading","props":{"text":{"$state":"/yesterdayRevenue"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/yesterdayRevenue","value":"$4,320"}
+{"op":"add","path":"/elements/change-metric","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["change-label","change-badge","change-amount"]}}
+{"op":"add","path":"/elements/change-label","value":{"type":"TextContent","props":{"text":"Change","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/change-badge","value":{"type":"Badge","props":{"text":{"$state":"/changePercent"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/changePercent","value":"↑ 12.5%"}
+{"op":"add","path":"/elements/change-amount","value":{"type":"TextContent","props":{"text":{"$template":"${/changeAmount} ahead"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/changeAmount","value":"$540"}
+{"op":"add","path":"/elements/comparison-bar","value":{"type":"Progress","props":{"value":{"$state":"/paceIndex"},"label":"Today is at 112.5% of yesterday's mid-morning revenue"},"children":[]}}
+{"op":"add","path":"/state/paceIndex","value":100}
+{"op":"add","path":"/elements/status-callout","value":{"type":"Callout","props":{"variant":"success","title":"Trading ahead of yesterday","description":{"$template":"At ${/asOfTime}, revenue is ${/changeAmount} higher than at the same time yesterday."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..5be49250f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","revenue-card","comparison-card","updated-note"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Mid-morning sales check-in","subtitle":"Today’s revenue compared with the same time yesterday"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-status"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/todayRevenueDisplay"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/todayRevenueDisplay","value":"$4,860"}
+{"op":"add","path":"/elements/revenue-status","value":{"type":"Badge","props":{"text":{"$state":"/tradingWindow"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/tradingWindow","value":"Open 3h 30m"}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-heading","comparison-summary","comparison-details"]}}
+{"op":"add","path":"/elements/comparison-heading","value":{"type":"Heading","props":{"text":"Same-time comparison","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/comparison-summary","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/comparison/title"},"description":{"$state":"/comparison/description"}},"children":[]}}
+{"op":"add","path":"/state/comparison","value":{"title":"12.5% ahead of yesterday","description":"You’ve earned $540 more than at 10:30 AM yesterday."}}
+{"op":"add","path":"/elements/comparison-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","justify":"between","align":"center","wrap":true},"children":["yesterday-value","difference-value"]}}
+{"op":"add","path":"/elements/yesterday-value","value":{"type":"TextContent","props":{"text":{"$template":"**Yesterday at 10:30 AM**\n${/yesterdayRevenueDisplay}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/yesterdayRevenueDisplay","value":"$4,320"}
+{"op":"add","path":"/elements/difference-value","value":{"type":"TextContent","props":{"text":{"$template":"**Change**\n${/differenceDisplay}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/differenceDisplay","value":"+$540 · +12.5%"}
+{"op":"add","path":"/elements/updated-note","value":{"type":"TextContent","props":{"text":{"$state":"/lastUpdated"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"Updated today at 10:30 AM"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..45edd5d0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r1.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"focus-view"}
+{"op":"add","path":"/elements/focus-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["focus-header","urgent-task","completion-message"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent task"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"visible":{"$state":"/task/completed","not":true},"children":["urgency-badge","task-title","deadline-callout","status-card","mark-done-button"]}}
+{"op":"add","path":"/state/task","value":{"id":"task-urgent-1","title":"Submit the quarterly client proposal","deadline":"Today at 4:00 PM","status":"In progress","completed":false}}
+{"op":"add","path":"/elements/urgency-badge","value":{"type":"Badge","props":{"text":"Most urgent","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$state":"/task/deadline"}},"children":[]}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/task/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/mark-done-button","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/completion-message","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"visible":{"$state":"/task/completed"},"children":["done-badge","done-title","done-description","undo-button"]}}
+{"op":"add","path":"/elements/done-badge","value":{"type":"Badge","props":{"text":"Done","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/done-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/done-description","value":{"type":"Callout","props":{"variant":"success","title":"Task completed","description":"Great work—your most urgent task has been marked done."},"children":[]}}
+{"op":"add","path":"/elements/undo-button","value":{"type":"Button","props":{"label":"Undo completion","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":false}}},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..34f70b1e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r2.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"focus-screen"}
+{"op":"add","path":"/elements/focus-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["focus-header","urgent-task"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent priority"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["urgency-tag","task-title","task-deadline","task-status","task-description","task-divider","complete-button","completion-message"]}}
+{"op":"add","path":"/elements/urgency-tag","value":{"type":"Tag","props":{"text":"Most urgent","icon":"clock","size":"md","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task/title","value":"Submit the quarterly client proposal"}
+{"op":"add","path":"/elements/task-deadline","value":{"type":"TextCallout","props":{"variant":"warning","title":"Deadline","description":{"$state":"/task/deadline"}},"children":[]}}
+{"op":"add","path":"/state/task/deadline","value":"Today at 4:00 PM"}
+{"op":"add","path":"/elements/task-status","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/completed","eq":true},"$then":"Done","$else":"In progress"},"variant":{"$cond":{"$state":"/task/completed","eq":true},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/task/completed","value":false}
+{"op":"add","path":"/elements/task-description","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/task/description","value":"Finalize pricing, confirm the implementation timeline, and send the approved proposal to the client."}
+{"op":"add","path":"/elements/task-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/complete-button","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","type":"normal","size":"large"},"visible":{"$state":"/task/completed","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/completion-message","value":{"type":"Callout","props":{"variant":"success","title":"Task completed","description":"Great work—your most urgent task is done."},"visible":{"$state":"/task/completed","eq":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..1653316c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r3.txt
@@ -0,0 +1,13 @@
+{"op":"add","path":"/root","value":"focus-screen"}
+{"op":"add","path":"/elements/focus-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["focus-header","urgent-task","focus-note"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your single most urgent task"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["urgency-row","task-title","task-deadline","task-status","mark-done"]}}
+{"op":"add","path":"/elements/urgency-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["urgent-badge","deadline-badge"]}}
+{"op":"add","path":"/elements/urgent-badge","value":{"type":"Badge","props":{"text":"Most urgent","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/deadline-badge","value":{"type":"Badge","props":{"text":{"$template":"Due ${/task/deadline}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"id":"task-urgent-1","title":"Submit the client launch proposal","deadline":"today at 4:00 PM","status":"In progress","done":false}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/task-deadline","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$template":"This task is due ${/task/deadline}."}},"children":[]}}
+{"op":"add","path":"/elements/task-status","value":{"type":"TextCallout","props":{"variant":{"$cond":{"$state":"/task/done","eq":true},"$then":"success","$else":"info"},"title":"Current status","description":{"$cond":{"$state":"/task/done","eq":true},"$then":"Done","$else":{"$state":"/task/status"}}},"children":[]}}
+{"op":"add","path":"/elements/mark-done","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","size":"large"},"visible":{"$state":"/task/done","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/focus-note","value":{"type":"Alert","props":{"title":"Task completed","description":"Great work. Your most urgent task is now marked done.","variant":"success"},"visible":{"$state":"/task/done"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..055db258f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-task__r4.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"focus-screen"}
+{"op":"add","path":"/elements/focus-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","urgent-task","completion-message"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Personal Focus","subtitle":"Your single most urgent priority"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["urgency-tag","task-title","task-deadline","task-status","task-progress","mark-done"]}}
+{"op":"add","path":"/elements/urgency-tag","value":{"type":"Tag","props":{"text":"Most urgent","icon":"clock","size":"md","variant":"danger"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"id":"task-urgent-1","title":"Submit the quarterly strategy brief","deadline":"Today at 4:00 PM","status":"In progress","progress":65,"done":false}}
+{"op":"add","path":"/elements/task-deadline","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$state":"/task/deadline"}},"children":[]}}
+{"op":"add","path":"/elements/task-status","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/done","eq":true},"$then":"Done","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/done","eq":true},"$then":"secondary","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/task-progress","value":{"type":"Progress","props":{"value":{"$cond":{"$state":"/task/done","eq":true},"$then":100,"$else":{"$state":"/task/progress"}},"label":{"$cond":{"$state":"/task/done","eq":true},"$then":"Complete","$else":"Current progress"}},"children":[]}}
+{"op":"add","path":"/elements/mark-done","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","size":"large"},"visible":{"$state":"/task/done","not":true},"on":{"press":{"action":"setState","params":{"statePath":"/task/done","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/completion-message","value":{"type":"Alert","props":{"title":"Task completed","description":"Great work—your most urgent task is now marked done.","variant":"success"},"visible":{"$state":"/task/done","eq":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..dbb96281b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/status-summary","value":{"type":"TextContent","props":{"text":"Live service health and reliability overview for the platform team."},"children":[]}}
+{"op":"add","path":"/elements/overall-status","value":{"type":"Callout","props":{"variant":"success","title":"All systems operational","description":"The API is operating normally with no active incidents."},"children":[]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"API uptime this month","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/apiUptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":"99.98"}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptimeNumeric"},"label":"Monthly uptime"},"children":[]}}
+{"op":"add","path":"/state/apiUptimeNumeric","value":99.98}
+{"op":"add","path":"/elements/uptime-target","value":{"type":"TextContent","props":{"text":"Target: 99.95% · Reporting period: August 1–18, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-heading","uptime-value","uptime-progress","uptime-target"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most recent incident","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Badge","props":{"text":{"$state":"/incident/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/incident/status","value":"Resolved"}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$state":"/incident/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API latency in the US-East region"}
+{"op":"add","path":"/elements/incident-note","value":{"type":"TextContent","props":{"text":{"$state":"/incident/note"}},"children":[]}}
+{"op":"add","path":"/state/incident/note","value":"A database connection pool saturation event caused slower API responses for a subset of requests. Capacity was increased and connection limits were tuned; service performance has returned to normal."}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"TextCallout","props":{"variant":"success","title":"Resolution time","description":{"$template":"Resolved ${/incident/resolvedAt} after ${/incident/duration}."}},"children":[]}}
+{"op":"add","path":"/state/incident/resolvedAt","value":"August 16, 2026 at 14:42 UTC"}
+{"op":"add","path":"/state/incident/duration","value":"27 minutes"}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-heading","incident-status","incident-title","incident-note","incident-resolved"]}}
+{"op":"add","path":"/elements/status-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["overall-status","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["status-title","status-summary","status-content"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..e23d6cc14
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/status-summary","value":{"type":"TextContent","props":{"text":"Live service health and reliability overview for the platform team."},"children":[]}}
+{"op":"add","path":"/elements/api-header","value":{"type":"CardHeader","props":{"title":"API","subtitle":"Current monthly availability"},"children":[]}}
+{"op":"add","path":"/elements/api-status","value":{"type":"Badge","props":{"text":{"$state":"/api/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/api/status","value":"Operational"}
+{"op":"add","path":"/elements/api-uptime","value":{"type":"Heading","props":{"text":{"$template":"${/api/uptime}% uptime"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/api/uptime","value":"99.98"}
+{"op":"add","path":"/elements/api-period","value":{"type":"TextContent","props":{"text":"API availability for the current calendar month.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/api-progress","value":{"type":"Progress","props":{"value":{"$state":"/api/uptime"},"label":"Monthly uptime"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["api-header","api-status","api-uptime","api-period","api-progress"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"CardHeader","props":{"title":"Most Recent Incident","subtitle":{"$state":"/incident/title"}},"children":[]}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API latency"}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"Badge","props":{"text":"Resolved","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/incident-note","value":{"type":"TextContent","props":{"text":{"$state":"/incident/note"}},"children":[]}}
+{"op":"add","path":"/state/incident/note","value":"A database connection pool saturation event caused elevated latency for a subset of API requests. Capacity was increased and connection limits were tuned; no data was lost."}
+{"op":"add","path":"/elements/incident-time","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/incident/resolvedAt}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/incident/resolvedAt","value":"August 14, 2026 at 16:42 UTC"}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["incident-heading","incident-resolved","incident-note","incident-time"]}}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["status-title","status-summary","uptime-card","incident-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..c6cbd3ea1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live service health and recent incident updates.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/overall-status","value":{"type":"Callout","props":{"variant":"success","title":"All systems operational","description":{"$state":"/status/summary"}},"children":[]}}
+{"op":"add","path":"/state/status/summary","value":"The API is operating normally with no active incidents."}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"API uptime · This month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/status/apiUptime}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/status/apiUptime","value":"99.98"}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/status/apiUptimeNumeric"},"label":"Monthly availability"},"children":[]}}
+{"op":"add","path":"/state/status/apiUptimeNumeric","value":99.98}
+{"op":"add","path":"/elements/uptime-target","value":{"type":"TextContent","props":{"text":"Target SLO: 99.95%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-label","uptime-value","uptime-progress","uptime-target"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Most recent incident","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Badge","props":{"text":{"$state":"/incident/status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/incident/status","value":"Resolved"}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$state":"/incident/title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/incident/title","value":"Elevated API latency in the US East region"}
+{"op":"add","path":"/elements/incident-note","value":{"type":"TextContent","props":{"text":{"$state":"/incident/note"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/incident/note","value":"A database connection pool saturation event caused intermittent slow responses. Capacity was increased and connection limits were tuned; API performance has remained stable since recovery."}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"TextCallout","props":{"variant":"success","title":"Resolved","description":{"$template":"Resolved on ${/incident/resolvedAt} after ${/incident/duration}."}},"children":[]}}
+{"op":"add","path":"/state/incident/resolvedAt","value":"August 16, 2026 at 14:42 UTC"}
+{"op":"add","path":"/state/incident/duration","value":"27 minutes"}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-heading","incident-status","incident-title","incident-note","incident-resolved"]}}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","overall-status","uptime-card","incident-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..16d459094
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["page-header","overall-status","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Platform Status","subtitle":"API availability and recent incident updates"},"children":[]}}
+{"op":"add","path":"/elements/overall-status","value":{"type":"Alert","props":{"title":{"$state":"/platform/statusTitle"},"description":{"$state":"/platform/statusDescription"},"variant":"success"},"children":[]}}
+{"op":"add","path":"/state/platform","value":{"statusTitle":"All systems operational","statusDescription":"The API is operating normally with no active incidents."}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["uptime-header","uptime-value","uptime-progress","uptime-period"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"Heading","props":{"text":"API uptime","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/uptime/percentage}%"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/uptime/percentage"},"label":"Monthly availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-period","value":{"type":"TextContent","props":{"text":{"$state":"/uptime/period"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/uptime","value":{"percentage":99.98,"period":"Current month · August 2026"}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["incident-header","incident-status","incident-note","incident-resolved"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"Heading","props":{"text":"Most recent incident","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Badge","props":{"text":{"$state":"/incident/status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/incident-note","value":{"type":"TextContent","props":{"text":{"$state":"/incident/note"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"TextContent","props":{"text":{"$template":"Resolved ${/incident/resolvedAt}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"status":"Resolved","note":"Elevated API latency affected a subset of requests in the EU region. Traffic was rerouted while the database connection pool was restored; no data was lost.","resolvedAt":"August 14, 2026 at 16:42 UTC"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..65c300ae6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"weather-screen"}
+{"op":"add","path":"/elements/weather-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["brief-header","current-weather","sun-card","outlook-section"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"CardHeader","props":{"title":"Good morning, Bengaluru","subtitle":{"$template":"${/weather/date} · Morning weather brief"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"date":"Tuesday, 18 August","temperature":22,"feelsLike":22,"condition":"Partly cloudy","summary":"A mild start with broken clouds. Expect a warmer afternoon and a light chance of rain later.","high":28,"low":20,"sunrise":"6:08 AM","sunset":"6:39 PM"}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["current-label","current-main","current-condition","current-summary","current-range"]}}
+{"op":"add","path":"/elements/current-label","value":{"type":"Tag","props":{"text":"CURRENT CONDITIONS","icon":"☀️","size":"sm","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/current-main","value":{"type":"Heading","props":{"text":{"$template":"${/weather/temperature}°C"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/condition} · Feels like ${/weather/feelsLike}°C"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-summary","value":{"type":"TextContent","props":{"text":{"$state":"/weather/summary"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/current-range","value":{"type":"Tag","props":{"text":{"$template":"High ${/weather/high}° · Low ${/weather/low}°"},"size":"md","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"🌅 Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":{"$state":"/weather/sunrise"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":{"$state":"/weather/sunset"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"children":["outlook-heading","outlook-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-row"]}}
+{"op":"add","path":"/elements/forecast-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["forecast-day","forecast-details","forecast-temp"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["forecast-condition","forecast-rain"]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"TextContent","props":{"text":{"$template":"${icon} ${condition}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-rain","value":{"type":"TextContent","props":{"text":{"$template":"Rain chance ${rainChance}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temp","value":{"type":"Badge","props":{"text":{"$template":"${high}° / ${low}°"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","icon":"🌦️","condition":"Clouds, late showers","high":28,"low":20,"rainChance":40}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","icon":"⛅","condition":"Partly cloudy","high":29,"low":20,"rainChance":25}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","icon":"🌧️","condition":"Afternoon showers","high":27,"low":19,"rainChance":55}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..f60482bc6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"weather-brief"}
+{"op":"add","path":"/elements/weather-brief","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","current-weather","sun-card","outlook-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Good morning, Bengaluru","subtitle":"Tuesday, 18 August 2026 · Morning weather brief"},"children":[]}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["current-label","current-temperature","current-condition","current-detail"]}}
+{"op":"add","path":"/elements/current-label","value":{"type":"Badge","props":{"text":"CURRENT CONDITIONS","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-temperature","value":{"type":"Heading","props":{"text":{"$template":"${/current/temperature}°C"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/current/temperature","value":22}
+{"op":"add","path":"/elements/current-condition","value":{"type":"Heading","props":{"text":{"$state":"/current/condition"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/current/condition","value":"Partly cloudy"}
+{"op":"add","path":"/elements/current-detail","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/current/feelsLike}°C · High ${/current/high}° / Low ${/current/low}° · Rain ${/current/rainChance}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/current/feelsLike","value":23}
+{"op":"add","path":"/state/current/high","value":28}
+{"op":"add","path":"/state/current/low","value":20}
+{"op":"add","path":"/state/current/rainChance","value":20}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["sunrise","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"TextContent","props":{"text":{"$template":"**Sunrise**\n${/sun/sunrise}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/sun/sunrise","value":"6:07 AM"}
+{"op":"add","path":"/elements/sunset","value":{"type":"TextContent","props":{"text":{"$template":"**Sunset**\n${/sun/sunset}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/sun/sunset","value":"6:38 PM"}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["outlook-heading","forecast-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["forecast-summary","forecast-temps"]}}
+{"op":"add","path":"/elements/forecast-summary","value":{"type":"TextContent","props":{"text":{"$template":"**${day} · ${date}**\n${condition} · Rain ${rainChance}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"**${high}°** / ${low}°"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","date":"19 Aug","condition":"Cloudy with a brief shower","high":27,"low":20,"rainChance":45}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","date":"20 Aug","condition":"Partly cloudy","high":28,"low":20,"rainChance":25}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","date":"21 Aug","condition":"Sunny intervals","high":29,"low":19,"rainChance":15}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..36b5c62cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,31 @@
+{"op":"add","path":"/root","value":"weather-screen"}
+{"op":"add","path":"/elements/weather-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["morning-header","current-weather","sun-card","outlook-section"]}}
+{"op":"add","path":"/elements/morning-header","value":{"type":"CardHeader","props":{"title":"Good morning, Bengaluru","subtitle":{"$template":"${/weather/date} · Morning weather brief"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"date":"Tuesday, 18 August","current":{"temperature":"22°C","condition":"Partly cloudy","feelsLike":"Feels like 23°C","summary":"A mild start with broken clouds and a light breeze. Expect warmer conditions by afternoon."},"sun":{"sunrise":"6:08 AM","sunset":"6:37 PM"}}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["current-label","current-temperature","current-condition","current-feels","current-summary"]}}
+{"op":"add","path":"/elements/current-label","value":{"type":"Badge","props":{"text":"CURRENT CONDITIONS","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-temperature","value":{"type":"Heading","props":{"text":{"$state":"/weather/current/temperature"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"Heading","props":{"text":{"$state":"/weather/current/condition"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/current-feels","value":{"type":"TextContent","props":{"text":{"$state":"/weather/current/feelsLike"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-summary","value":{"type":"TextContent","props":{"text":{"$state":"/weather/current/summary"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"around","wrap":true},"children":["sunrise-block","sun-divider","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"☀️ Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"Heading","props":{"text":{"$state":"/weather/sun/sunrise"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sun-divider","value":{"type":"Separator","props":{"orientation":"vertical","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"🌇 Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"Heading","props":{"text":{"$state":"/weather/sun/sunset"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"children":["outlook-heading","forecast-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day-card"]}}
+{"op":"add","path":"/elements/forecast-day-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["forecast-main","forecast-temperatures"]}}
+{"op":"add","path":"/elements/forecast-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["forecast-day","forecast-condition","forecast-detail"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"Heading","props":{"text":{"$item":"day"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temperatures","value":{"type":"Tag","props":{"text":{"$template":"${high} / ${low}"},"icon":"🌡️","size":"lg","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"🌦️ Scattered showers","detail":"Brief afternoon rain · 45% chance","high":"28°C","low":"20°C"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"⛅ Partly cloudy","detail":"Pleasant with a light easterly breeze","high":"29°C","low":"20°C"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"🌧️ Evening rain","detail":"Clouds building late · 60% chance","high":"27°C","low":"19°C"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..14570ca94
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"weather-screen"}
+{"op":"add","path":"/elements/weather-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["brief-header","current-weather","sun-card","outlook-section"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"CardHeader","props":{"title":"Good morning, Bengaluru","subtitle":{"$template":"${/weather/date} · Updated ${/weather/updatedAt}"}},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"date":"Tuesday, 18 August","updatedAt":"7:15 AM"}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["current-label","current-temperature","current-condition","current-detail"]}}
+{"op":"add","path":"/elements/current-label","value":{"type":"Tag","props":{"text":"CURRENT CONDITIONS","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/current-temperature","value":{"type":"Heading","props":{"text":{"$template":"${/weather/current/temperature}°C"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$state":"/weather/current/condition"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-detail","value":{"type":"TextContent","props":{"text":{"$template":"Feels like ${/weather/current/feelsLike}°C · Humidity ${/weather/current/humidity}% · Wind ${/weather/current/wind}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/weather/current","value":{"temperature":22,"condition":"Partly cloudy","feelsLike":23,"humidity":68,"wind":"8 km/h E"}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["sunrise","sunset"]}}
+{"op":"add","path":"/elements/sunrise","value":{"type":"TextContent","props":{"text":{"$template":"**Sunrise**\n🌅 ${/weather/sunrise}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather/sunrise","value":"6:08 AM"}
+{"op":"add","path":"/elements/sunset","value":{"type":"TextContent","props":{"text":{"$template":"**Sunset**\n🌇 ${/weather/sunset}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather/sunset","value":"6:38 PM"}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["outlook-heading","outlook-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/outlook-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["forecast-summary","forecast-temperature"]}}
+{"op":"add","path":"/elements/forecast-summary","value":{"type":"TextContent","props":{"text":{"$template":"**${day}** · ${condition}\nRain chance: ${rainChance}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temperature","value":{"type":"Tag","props":{"text":{"$template":"${high}° / ${low}°"},"variant":"neutral","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"Cloudy with light showers","high":27,"low":20,"rainChance":45}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"Partly cloudy","high":28,"low":20,"rainChance":25}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"Sunny intervals","high":29,"low":19,"rainChance":15}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..a5ae896f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header-row","summary-card","content-row","add-expense-card"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-heading","month-picker"]}}
+{"op":"add","path":"/elements/page-heading","value":{"type":"CardHeader","props":{"title":"Personal budget check","subtitle":"Review spending, spot your biggest expense, and stay on track."},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"DatePicker","props":{"name":"budgetMonth","mode":"single","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":["2026-08-01"]}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-heading","summary-amount","summary-progress","summary-status"]}}
+{"op":"add","path":"/elements/summary-heading","value":{"type":"Heading","props":{"text":"August 2026 spending","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/summary-amount","value":{"type":"TextContent","props":{"text":{"$template":"**$${/budget/spent} spent** of $${/budget/limit} budget"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/budget","value":{"spent":"3,420","limit":"4,500","percent":76,"remaining":"1,080"}}
+{"op":"add","path":"/elements/summary-progress","value":{"type":"Progress","props":{"value":{"$state":"/budget/percent"},"label":"76% of monthly budget used"},"children":[]}}
+{"op":"add","path":"/elements/summary-status","value":{"type":"Callout","props":{"variant":"success","title":"On track","description":{"$template":"You have $${/budget/remaining} remaining for the month."}},"children":[]}}
+{"op":"add","path":"/elements/content-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["category-card","largest-expense-card"]}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-heading","category-chart","category-list"]}}
+{"op":"add","path":"/elements/category-heading","value":{"type":"Heading","props":{"text":"Spending by category","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Food & dining","Transport","Shopping","Utilities","Entertainment"]}
+{"op":"add","path":"/state/categoryValues","value":[1500,720,410,330,280,180]}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"$1,500","share":"44%"}}
+{"op":"add","path":"/state/categories/1","value":{"id":"food","name":"Food & dining","amount":"$720","share":"21%"}}
+{"op":"add","path":"/state/categories/2","value":{"id":"transport","name":"Transport","amount":"$410","share":"12%"}}
+{"op":"add","path":"/state/categories/3","value":{"id":"shopping","name":"Shopping","amount":"$330","share":"10%"}}
+{"op":"add","path":"/state/categories/4","value":{"id":"utilities","name":"Utilities","amount":"$280","share":"8%"}}
+{"op":"add","path":"/state/categories/5","value":{"id":"entertainment","name":"Entertainment","amount":"$180","share":"5%"}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["category-name","category-share","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/category-share","value":{"type":"Badge","props":{"text":{"$item":"share"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-heading","largest-alert","largest-details"]}}
+{"op":"add","path":"/elements/largest-heading","value":{"type":"Heading","props":{"text":"Largest expense","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"title":{"$state":"/largestExpense/merchant"},"description":{"$template":"$${/largestExpense/amount} · ${/largestExpense/category}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Maple Street Apartments","amount":"1,500.00","category":"Housing","date":"August 1, 2026","note":"Monthly rent"}}
+{"op":"add","path":"/elements/largest-details","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largest-date","largest-note"]}}
+{"op":"add","path":"/elements/largest-date","value":{"type":"TextContent","props":{"text":{"$template":"**Date:** ${/largestExpense/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largest-note","value":{"type":"TextContent","props":{"text":{"$template":"**Note:** ${/largestExpense/note}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-heading","expense-form","expense-added"]}}
+{"op":"add","path":"/elements/add-heading","value":{"type":"Heading","props":{"text":"Add an expense","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpense","fields":["merchant-control","amount-control","category-control","date-control","note-control"],"buttons":"expense-buttons"},"children":[]}}
+{"op":"add","path":"/elements/merchant-control","value":{"type":"FormControl","props":{"label":"Merchant","input":"merchant-input","hint":"Where did you spend?"},"children":[]}}
+{"op":"add","path":"/elements/merchant-input","value":{"type":"Input","props":{"name":"merchant","placeholder":"e.g. Corner Market","type":"text","value":{"$bindState":"/newExpense/merchant"}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"merchant":"","amount":"","category":"","date":[],"note":""}}
+{"op":"add","path":"/elements/amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"amount-input","hint":"Enter the expense amount."},"children":[]}}
+{"op":"add","path":"/elements/amount-input","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/category-control","value":{"type":"FormControl","props":{"label":"Category","input":"category-select"},"children":[]}}
+{"op":"add","path":"/elements/category-select","value":{"type":"Select","props":{"name":"category","placeholder":"Choose a category","items":["option-housing","option-food","option-transport","option-shopping","option-utilities","option-entertainment"],"value":{"$bindState":"/newExpense/category"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/option-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/option-food","value":{"type":"SelectItem","props":{"value":"Food & dining","label":"Food & dining"},"children":[]}}
+{"op":"add","path":"/elements/option-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/option-shopping","value":{"type":"SelectItem","props":{"value":"Shopping","label":"Shopping"},"children":[]}}
+{"op":"add","path":"/elements/option-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/option-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date"},"children":[]}}
+{"op":"add","path":"/elements/expense-date","value":{"type":"DatePicker","props":{"name":"expenseDate","mode":"single","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/note-control","value":{"type":"FormControl","props":{"label":"Note","input":"note-input","hint":"Optional context for this expense."},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"note","placeholder":"Add a note","rows":3,"value":{"$bindState":"/newExpense/note"}},"children":[]}}
+{"op":"add","path":"/elements/expense-buttons","value":{"type":"Buttons","props":{"buttons":["save-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/expenseAdded","value":true}}},"children":[]}}
+{"op":"add","path":"/state/expenseAdded","value":false}
+{"op":"add","path":"/elements/expense-added","value":{"type":"Callout","props":{"variant":"success","title":"Expense ready","description":"Your expense details have been captured."},"visible":{"$state":"/expenseAdded"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..00beb798a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/page-title","value":{"type":"CardHeader","props":{"title":"Personal budget check","subtitle":{"$template":"Overview for ${/selectedMonth}"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"August 2026"}
+{"op":"add","path":"/elements/month-label","value":{"type":"Label","props":{"text":"View a different month"},"children":[]}}
+{"op":"add","path":"/elements/month-aug","value":{"type":"Button","props":{"label":"August 2026","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"August 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-jul","value":{"type":"Button","props":{"label":"July 2026","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"July 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-jun","value":{"type":"Button","props":{"label":"June 2026","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonth","value":"June 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-buttons","value":{"type":"Buttons","props":{"buttons":["month-aug","month-jul","month-jun"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["month-label","month-buttons"]}}
+{"op":"add","path":"/elements/spent-heading","value":{"type":"Heading","props":{"text":"Monthly spending","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/spent-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/summary/spent} spent of $${/summary/budget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spent":"3,420","budget":"4,500","remaining":"1,080","percent":76}}
+{"op":"add","path":"/elements/spent-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/percent"},"label":{"$template":"${/summary/percent}% used"}},"children":[]}}
+{"op":"add","path":"/elements/remaining-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"$${/summary/remaining} remaining"},"description":"You are currently within your monthly budget."},"children":[]}}
+{"op":"add","path":"/elements/spending-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spent-heading","spent-value","spent-progress","remaining-callout"]}}
+{"op":"add","path":"/elements/category-heading","value":{"type":"Heading","props":{"text":"Spending by category","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Food","Transport","Utilities","Leisure","Other"]}
+{"op":"add","path":"/state/categoryValues","value":[1650,720,360,290,250,150]}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-heading","category-chart"]}}
+{"op":"add","path":"/elements/largest-heading","value":{"type":"Heading","props":{"text":"Largest expense","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/largest-badge","value":{"type":"Badge","props":{"text":{"$state":"/largestExpense/category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Parkview Apartments","amount":"1,650.00","category":"Housing","date":"August 1, 2026","note":"Monthly rent"}}
+{"op":"add","path":"/elements/largest-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/largestExpense/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-details","value":{"type":"TextContent","props":{"text":{"$template":"**${/largestExpense/merchant}**\n\n${/largestExpense/date} · ${/largestExpense/note}"}},"children":[]}}
+{"op":"add","path":"/elements/largest-alert","value":{"type":"Alert","props":{"title":"Top transaction this month","description":"This expense represents nearly half of your total monthly spending.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["largest-heading","largest-badge","largest-amount","largest-details","largest-alert"]}}
+{"op":"add","path":"/elements/add-heading","value":{"type":"Heading","props":{"text":"Add an expense","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expenseName","placeholder":"e.g. Grocery store","type":"text","value":{"$bindState":"/newExpense/name"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"Food"}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense","input":"expense-name-input","hint":"Enter the merchant or a short description."},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expenseAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"expense-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/category-food","value":{"type":"SelectItem","props":{"value":"Food","label":"Food"},"children":[]}}
+{"op":"add","path":"/elements/category-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/category-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/category-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/category-leisure","value":{"type":"SelectItem","props":{"value":"Leisure","label":"Leisure"},"children":[]}}
+{"op":"add","path":"/elements/category-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expenseCategory","items":["category-food","category-housing","category-transport","category-utilities","category-leisure","category-other"],"placeholder":"Choose a category","value":{"$bindState":"/newExpense/category"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"month":{"$state":"/selectedMonth"}},"clearStatePath":"/newExpense/name"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-1","name":"Parkview Apartments","amount":"1650.00","category":"Housing","month":"August 2026"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-2","name":"Fresh Market","amount":"186.40","category":"Food","month":"August 2026"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-3","name":"Metro Pass","amount":"120.00","category":"Transport","month":"August 2026"}}
+{"op":"add","path":"/elements/add-expense-buttons","value":{"type":"Buttons","props":{"buttons":["add-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"addExpense","buttons":"add-expense-buttons","fields":["expense-name-control","expense-amount-control","expense-category-control"]},"children":[]}}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-heading","add-expense-form"]}}
+{"op":"add","path":"/elements/dashboard-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["spending-summary","category-card"]}}
+{"op":"add","path":"/elements/details-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["largest-card","add-expense-card"]}}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-title","month-picker","dashboard-grid","details-grid"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..2104fe700
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"DatePicker","props":{"name":"budget-month","mode":"single","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":["2026-08-01"]}
+{"op":"add","path":"/elements/month-control","value":{"type":"FormControl","props":{"label":"View month","input":"month-picker","hint":"Choose a date in the month you want to review."},"children":["month-picker"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["title","month-control"]}}
+{"op":"add","path":"/elements/spent-heading","value":{"type":"Heading","props":{"text":"Monthly spending","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/spent-total","value":{"type":"TextContent","props":{"text":{"$template":"**$${/summary/spent} spent** of $${/summary/budget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spent":"3,240","budget":"4,500","remaining":"1,260","percent":72}}
+{"op":"add","path":"/elements/spent-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/percent"},"label":{"$template":"${/summary/percent}% of monthly budget used"}},"children":[]}}
+{"op":"add","path":"/elements/spent-remaining","value":{"type":"Callout","props":{"variant":"success","title":"On track","description":{"$template":"$${/summary/remaining} remains in this month's budget."}},"children":[]}}
+{"op":"add","path":"/elements/spent-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spent-heading","spent-total","spent-progress","spent-remaining"]}}
+{"op":"add","path":"/elements/category-heading","value":{"type":"Heading","props":{"text":"Spending by category","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Food & dining","Transport","Utilities","Entertainment","Other"]}
+{"op":"add","path":"/state/categoryValues","value":[1450,620,410,330,250,180]}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount} · ${share}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"1,450","share":45}}
+{"op":"add","path":"/state/categories/1","value":{"id":"food","name":"Food & dining","amount":"620","share":19}}
+{"op":"add","path":"/state/categories/2","value":{"id":"transport","name":"Transport","amount":"410","share":13}}
+{"op":"add","path":"/state/categories/3","value":{"id":"utilities","name":"Utilities","amount":"330","share":10}}
+{"op":"add","path":"/state/categories/4","value":{"id":"entertainment","name":"Entertainment","amount":"250","share":8}}
+{"op":"add","path":"/state/categories/5","value":{"id":"other","name":"Other","amount":"180","share":5}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-heading","category-chart","category-list"]}}
+{"op":"add","path":"/elements/largest-badge","value":{"type":"Badge","props":{"text":"Largest expense","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/largest-title","value":{"type":"Heading","props":{"text":{"$state":"/largestExpense/merchant"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Monthly rent","amount":"1,450","category":"Housing","date":"August 1, 2026","note":"Apartment lease payment"}}
+{"op":"add","path":"/elements/largest-amount","value":{"type":"TextContent","props":{"text":{"$template":"**$${/largestExpense/amount}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-details","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense/category} · ${/largestExpense/date}\n\n${/largestExpense/note}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/largest-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-badge","largest-title","largest-amount","largest-details"]}}
+{"op":"add","path":"/elements/overview-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["spent-card","largest-card"]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expense-name","placeholder":"e.g. Grocery store","type":"text","value":{"$bindState":"/newExpense/name"},"rules":[{"required":true,"message":"Enter an expense name."}]},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"Food & dining","date":["2026-08-18"]}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense","input":"expense-name-input"},"children":["expense-name-input"]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expense-amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"},"rules":[{"required":true,"message":"Enter an amount."}]},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount ($)","input":"expense-amount-input"},"children":["expense-amount-input"]}}
+{"op":"add","path":"/elements/category-option-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/category-option-food","value":{"type":"SelectItem","props":{"value":"Food & dining","label":"Food & dining"},"children":[]}}
+{"op":"add","path":"/elements/category-option-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/category-option-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/category-option-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/category-option-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expense-category","items":["category-option-housing","category-option-food","category-option-transport","category-option-utilities","category-option-entertainment","category-option-other"],"placeholder":"Select category","value":{"$bindState":"/newExpense/category"},"size":"medium"},"children":["category-option-housing","category-option-food","category-option-transport","category-option-utilities","category-option-entertainment","category-option-other"]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":["expense-category-select"]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expense-date","mode":"single","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/expense-date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-picker"},"children":["expense-date-picker"]}}
+{"op":"add","path":"/elements/add-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"}},"clearStatePath":"/newExpense/name"}}},"children":[]}}
+{"op":"add","path":"/elements/add-expense-buttons","value":{"type":"Buttons","props":{"buttons":["add-expense-button"],"direction":"row"},"children":["add-expense-button"]}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"add-expense","buttons":"add-expense-buttons","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"]},"children":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control","add-expense-buttons"]}}
+{"op":"add","path":"/elements/add-expense-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Add an expense","title":"Add an expense","description":"Record a purchase for the selected budget month.","content":["add-expense-form"],"triggerVariant":"default"},"children":["add-expense-form"]}}
+{"op":"add","path":"/elements/actions-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"end"},"children":["add-expense-dialog"]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-1","name":"Monthly rent","amount":"1450.00","category":"Housing","date":["2026-08-01"]}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-2","name":"Fresh Market groceries","amount":"186.42","category":"Food & dining","date":["2026-08-06"]}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-3","name":"Electric bill","amount":"128.70","category":"Utilities","date":["2026-08-11"]}}
+{"op":"add","path":"/state/expenses/3","value":{"id":"exp-4","name":"Train pass","amount":"96.00","category":"Transport","date":["2026-08-14"]}}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","overview-grid","category-card","actions-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..86f0476a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","month-card","summary-grid","category-card","add-expense-card"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["screen-title","screen-subtitle"]}}
+{"op":"add","path":"/elements/screen-title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/screen-subtitle","value":{"type":"TextContent","props":{"text":"Review monthly spending, spot your biggest expense, and add new purchases.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["month-heading","month-picker"]}}
+{"op":"add","path":"/elements/month-heading","value":{"type":"Heading","props":{"text":"View a different month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"DatePicker","props":{"name":"budget-month","mode":"single","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":["2026-08-01"]}
+{"op":"add","path":"/elements/summary-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["spending-summary","largest-expense"]}}
+{"op":"add","path":"/elements/spending-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["spending-header","spending-total","spending-progress","spending-remaining"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spent this month","subtitle":{"$state":"/monthLabel"}},"children":[]}}
+{"op":"add","path":"/state/monthLabel","value":"August 2026"}
+{"op":"add","path":"/elements/spending-total","value":{"type":"Heading","props":{"text":{"$template":"$${/totalSpent} of $${/monthlyBudget}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/totalSpent","value":"3,240"}
+{"op":"add","path":"/state/monthlyBudget","value":"4,500"}
+{"op":"add","path":"/elements/spending-progress","value":{"type":"Progress","props":{"value":{"$state":"/budgetUsedPercent"},"label":{"$template":"${/budgetUsedPercent}% of monthly budget used"}},"children":[]}}
+{"op":"add","path":"/state/budgetUsedPercent","value":72}
+{"op":"add","path":"/elements/spending-remaining","value":{"type":"TextCallout","props":{"variant":"success","title":{"$template":"$${/remainingBudget} remaining"},"description":"You are currently within your monthly budget."},"children":[]}}
+{"op":"add","path":"/state/remainingBudget","value":"1,260"}
+{"op":"add","path":"/elements/largest-expense","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-badge","largest-heading","largest-name","largest-meta","largest-note"]}}
+{"op":"add","path":"/elements/largest-badge","value":{"type":"Badge","props":{"text":"Largest expense","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/largest-heading","value":{"type":"Heading","props":{"text":{"$template":"$${/largestExpense/amount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"name":"Apartment rent","amount":"1,650","category":"Housing","date":"August 1, 2026"}}
+{"op":"add","path":"/elements/largest-name","value":{"type":"TextContent","props":{"text":{"$state":"/largestExpense/name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-meta","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense/category} • ${/largestExpense/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largest-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"51% of this month's spending","description":"Housing is the largest contributor to your spending so far."},"children":[]}}
+{"op":"add","path":"/elements/category-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-chart","category-legend"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by category","subtitle":"Where your money went this month"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":[]}
+{"op":"add","path":"/state/categoryLabels/0","value":"Housing"}
+{"op":"add","path":"/state/categoryLabels/1","value":"Food & dining"}
+{"op":"add","path":"/state/categoryLabels/2","value":"Transportation"}
+{"op":"add","path":"/state/categoryLabels/3","value":"Utilities"}
+{"op":"add","path":"/state/categoryLabels/4","value":"Entertainment"}
+{"op":"add","path":"/state/categoryLabels/5","value":"Other"}
+{"op":"add","path":"/state/categoryValues","value":[]}
+{"op":"add","path":"/state/categoryValues/0","value":1650}
+{"op":"add","path":"/state/categoryValues/1","value":620}
+{"op":"add","path":"/state/categoryValues/2","value":340}
+{"op":"add","path":"/state/categoryValues/3","value":310}
+{"op":"add","path":"/state/categoryValues/4","value":180}
+{"op":"add","path":"/state/categoryValues/5","value":140}
+{"op":"add","path":"/elements/category-legend","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount} • ${percent}%"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"1,650","percent":51}}
+{"op":"add","path":"/state/categories/1","value":{"id":"food","name":"Food & dining","amount":"620","percent":19}}
+{"op":"add","path":"/state/categories/2","value":{"id":"transportation","name":"Transportation","amount":"340","percent":10}}
+{"op":"add","path":"/state/categories/3","value":{"id":"utilities","name":"Utilities","amount":"310","percent":10}}
+{"op":"add","path":"/state/categories/4","value":{"id":"entertainment","name":"Entertainment","amount":"180","percent":6}}
+{"op":"add","path":"/state/categories/5","value":{"id":"other","name":"Other","amount":"140","percent":4}}
+{"op":"add","path":"/elements/add-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-expense-header","expense-form","recent-expenses-heading","expense-list"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":"Record a purchase in the selected month"},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"add-expense","fields":["expense-description-control","expense-amount-control","expense-category-control","expense-date-control"],"buttons":"expense-buttons"},"children":[]}}
+{"op":"add","path":"/elements/expense-description-control","value":{"type":"FormControl","props":{"label":"Description","input":"expense-description-input","hint":"For example, groceries or train ticket"},"children":[]}}
+{"op":"add","path":"/elements/expense-description-input","value":{"type":"Input","props":{"name":"expense-description","type":"text","placeholder":"What did you buy?","value":{"$bindState":"/newExpense/description"},"rules":[{"required":true,"message":"Enter an expense description."}]},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"description":"","amount":"","category":"","date":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"expense-amount-input","hint":"Enter the amount in dollars"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expense-amount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"},"rules":[{"required":true,"message":"Enter an amount."}]},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expense-category","items":["category-option-housing","category-option-food","category-option-transport","category-option-utilities","category-option-entertainment","category-option-other"],"placeholder":"Choose a category","value":{"$bindState":"/newExpense/category"},"size":"medium","rules":[{"required":true,"message":"Choose a category."}]},"children":[]}}
+{"op":"add","path":"/elements/category-option-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/category-option-food","value":{"type":"SelectItem","props":{"value":"Food & dining","label":"Food & dining"},"children":[]}}
+{"op":"add","path":"/elements/category-option-transport","value":{"type":"SelectItem","props":{"value":"Transportation","label":"Transportation"},"children":[]}}
+{"op":"add","path":"/elements/category-option-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/category-option-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/category-option-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expense-date","mode":"single","value":{"$bindState":"/newExpense/date"},"rules":[{"required":true,"message":"Choose an expense date."}]},"children":[]}}
+{"op":"add","path":"/elements/expense-buttons","value":{"type":"Buttons","props":{"buttons":["add-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","description":{"$state":"/newExpense/description"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"}},"clearStatePath":"/newExpense/description"}}},"children":[]}}
+{"op":"add","path":"/elements/recent-expenses-heading","value":{"type":"Heading","props":{"text":"Recent expenses","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/expenses","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["expense-row-details","expense-row-actions"]}}
+{"op":"add","path":"/elements/expense-row-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["expense-row-title","expense-row-meta"]}}
+{"op":"add","path":"/elements/expense-row-title","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expense-row-meta","value":{"type":"TextContent","props":{"text":{"$template":"${category} • ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expense-row-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["expense-row-amount","remove-expense-button"]}}
+{"op":"add","path":"/elements/expense-row-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/remove-expense-button","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/expenses","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-1","description":"Apartment rent","amount":"1,650.00","category":"Housing","date":"Aug 1, 2026"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-2","description":"Weekly groceries","amount":"142.80","category":"Food & dining","date":"Aug 15, 2026"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-3","description":"Electric bill","amount":"96.40","category":"Utilities","date":"Aug 12, 2026"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..876b397cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,55 @@
+{"op":"add","path":"/root","value":"menu-screen"}
+{"op":"add","path":"/elements/cafe-title","value":{"type":"Heading","props":{"text":"Juniper Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-subtitle","value":{"type":"TextContent","props":{"text":"Freshly brewed coffee, seasonal food, and neighborhood warmth.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["cafe-title","cafe-subtitle"]}}
+{"op":"add","path":"/elements/special-heading","value":{"type":"Heading","props":{"text":"Today's Special","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/special/name"},"description":{"$template":"${/special/description} · ${/special/price}"}},"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Roasted Tomato & Pesto Toastie","description":"Sourdough, mozzarella, basil pesto, and slow-roasted tomatoes. Vegetarian.","price":"$12.50"}}
+{"op":"add","path":"/elements/special-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["special-heading","special-callout"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Dietary filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-all","value":{"type":"Button","props":{"label":"Show all","variant":{"$cond":{"$state":"/vegetarianOnly","eq":false},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":false}
+{"op":"add","path":"/elements/filter-vegetarian","value":{"type":"Button","props":{"label":"Vegetarian only","variant":{"$cond":{"$state":"/vegetarianOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["filter-all","filter-vegetarian"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/drink-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegetarianOnly","eq":false},{"$item":"vegetarian"}]},"children":["drink-details","drink-price"]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-item"]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with silky steamed milk","price":"$4.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Honey Cinnamon Latte","description":"Espresso, steamed milk, local honey, and cinnamon","price":"$5.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Cold Brew","description":"Slow-steeped for 18 hours and served over ice","price":"$4.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Breakfast Tea","description":"Full-bodied black tea with optional milk","price":"$3.50","vegetarian":true}}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-diet","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"visible":{"$item":"vegetarian"},"children":[]}}
+{"op":"add","path":"/elements/food-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-description","food-diet"]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/food-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegetarianOnly","eq":false},{"$item":"vegetarian"}]},"children":["food-details","food-price"]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-item"]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado & Feta Toast","description":"Sourdough, smashed avocado, feta, radish, and lemon","price":"$11.00","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Ham & Gruyère Croissant","description":"Buttery croissant with smoked ham and melted Gruyère","price":"$8.50","vegetarian":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Mushroom Breakfast Bowl","description":"Herbed mushrooms, roasted potatoes, spinach, and a poached egg","price":"$13.50","vegetarian":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Chicken Pesto Panini","description":"Roasted chicken, basil pesto, provolone, and arugula","price":"$12.00","vegetarian":false}}
+{"op":"add","path":"/state/food/4","value":{"id":"food-5","name":"Almond Berry Overnight Oats","description":"Rolled oats, almond milk, chia seeds, berries, and maple syrup","price":"$7.75","vegetarian":true}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/menu-columns","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","align":"start","wrap":true},"children":["drinks-section","food-section"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"hours"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between","align":"center"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/openingHours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/state/openingHours","value":[]}
+{"op":"add","path":"/state/openingHours/0","value":{"id":"hours-1","day":"Monday–Friday","hours":"7:00 AM–6:00 PM"}}
+{"op":"add","path":"/state/openingHours/1","value":{"id":"hours-2","day":"Saturday","hours":"8:00 AM–5:00 PM"}}
+{"op":"add","path":"/state/openingHours/2","value":{"id":"hours-3","day":"Sunday","hours":"8:00 AM–3:00 PM"}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["hours-heading","hours-list"]}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Please ask our team about allergens and plant-based milk options.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/menu-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["header","special-section","filter-bar","menu-columns","hours-section","footer-note"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..dd656a25a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"menu-screen"}
+{"op":"add","path":"/elements/menu-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["cafe-header","special-callout","filter-controls","all-menu","vegetarian-menu","hours-card"]}}
+{"op":"add","path":"/elements/cafe-header","value":{"type":"CardHeader","props":{"title":"Juniper Café","subtitle":"Freshly brewed drinks and seasonal kitchen favorites"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/special/name"},"description":{"$template":"Today's special · ${/special/description} · ${/special/price}"} },"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Roasted Tomato & Pesto Melt","description":"Mozzarella, basil pesto, and slow-roasted tomatoes on sourdough","price":"$12.50"}}
+{"op":"add","path":"/elements/filter-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Menu preference","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["show-all-button","vegetarian-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/show-all-button","value":{"type":"Button","props":{"label":"Show all","variant":{"$cond":{"$state":"/vegetarianOnly","eq":false},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":false}
+{"op":"add","path":"/elements/vegetarian-button","value":{"type":"Button","props":{"label":"Vegetarian only","variant":{"$cond":{"$state":"/vegetarianOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/all-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"visible":{"$state":"/vegetarianOnly","eq":false},"children":["drinks-section","food-section"]}}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with velvety steamed milk","price":"$4.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Honey Cinnamon Latte","description":"Espresso, local honey, cinnamon, and steamed milk","price":"$5.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Cold Brew","description":"Slow-steeped for 18 hours; smooth and refreshing","price":"$4.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Sparkling Citrus Tea","description":"Jasmine green tea, orange, lemon, and soda","price":"$4.25","vegetarian":true}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drink-copy","drink-price"]}}
+{"op":"add","path":"/elements/drink-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado & Feta Toast","description":"Smashed avocado, feta, herbs, and chili on sourdough","price":"$10.50","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Ham & Gruyère Croissant","description":"Butter croissant with smoked ham and melted Gruyère","price":"$8.75","vegetarian":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Mushroom Breakfast Bowl","description":"Herbed mushrooms, crispy potatoes, spinach, egg, and tahini","price":"$13.00","vegetarian":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Chicken Pesto Panini","description":"Roasted chicken, pesto, provolone, and arugula","price":"$12.75","vegetarian":false}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["food-copy","food-price"]}}
+{"op":"add","path":"/elements/food-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-description","food-diet"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-diet","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"vegetarian"},"$then":"Vegetarian","$else":"Contains meat"},"variant":{"$cond":{"$item":"vegetarian"},"$then":"success","$else":"neutral"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"visible":{"$state":"/vegetarianOnly","eq":true},"children":["vegetarian-heading","vegetarian-note","vegetarian-list"]}}
+{"op":"add","path":"/elements/vegetarian-heading","value":{"type":"Heading","props":{"text":"Vegetarian Menu","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Vegetarian filter active","description":"Showing meat-free drinks and food only."},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-list","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/vegetarianItems","key":"id"},"children":["vegetarian-row"]}}
+{"op":"add","path":"/state/vegetarianItems","value":[]}
+{"op":"add","path":"/state/vegetarianItems/0","value":{"id":"veg-1","name":"Flat White","description":"Double espresso with velvety steamed milk","price":"$4.75","category":"Drink"}}
+{"op":"add","path":"/state/vegetarianItems/1","value":{"id":"veg-2","name":"Honey Cinnamon Latte","description":"Espresso, local honey, cinnamon, and steamed milk","price":"$5.50","category":"Drink"}}
+{"op":"add","path":"/state/vegetarianItems/2","value":{"id":"veg-3","name":"Cold Brew","description":"Slow-steeped for 18 hours; smooth and refreshing","price":"$4.50","category":"Drink"}}
+{"op":"add","path":"/state/vegetarianItems/3","value":{"id":"veg-4","name":"Sparkling Citrus Tea","description":"Jasmine green tea, orange, lemon, and soda","price":"$4.25","category":"Drink"}}
+{"op":"add","path":"/state/vegetarianItems/4","value":{"id":"veg-5","name":"Avocado & Feta Toast","description":"Smashed avocado, feta, herbs, and chili on sourdough","price":"$10.50","category":"Food"}}
+{"op":"add","path":"/state/vegetarianItems/5","value":{"id":"veg-6","name":"Mushroom Breakfast Bowl","description":"Herbed mushrooms, crispy potatoes, spinach, egg, and tahini","price":"$13.00","category":"Food"}}
+{"op":"add","path":"/elements/vegetarian-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["vegetarian-copy","vegetarian-price"]}}
+{"op":"add","path":"/elements/vegetarian-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["vegetarian-name","vegetarian-description","vegetarian-category"]}}
+{"op":"add","path":"/elements/vegetarian-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hours-heading","hours-list","hours-note"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/hours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"id":"hours-1","day":"Monday–Friday","time":"7:00 AM–6:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"id":"hours-2","day":"Saturday","time":"8:00 AM–5:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"id":"hours-3","day":"Sunday","time":"8:00 AM–3:00 PM"}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hours-note","value":{"type":"TextContent","props":{"text":"Kitchen closes 30 minutes before the café.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..8e5a6a758
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,81 @@
+{"op":"add","path":"/root","value":"menu-screen"}
+{"op":"add","path":"/elements/menu-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["cafe-header","special-callout","vegetarian-controls","all-menu","vegetarian-menu","hours-card"]}}
+{"op":"add","path":"/elements/cafe-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["cafe-name","cafe-tagline"]}}
+{"op":"add","path":"/elements/cafe-name","value":{"type":"Heading","props":{"text":"Juniper & Oak Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-tagline","value":{"type":"TextContent","props":{"text":"Fresh coffee, comforting food, and seasonal ingredients.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"Today's Special","description":{"$state":"/special"}},"children":[]}}
+{"op":"add","path":"/state/special","value":"Roasted tomato & mozzarella focaccia with basil pesto — $12.50"}
+{"op":"add","path":"/elements/vegetarian-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["filter-copy","filter-buttons"]}}
+{"op":"add","path":"/elements/filter-copy","value":{"type":"TextContent","props":{"text":"Menu filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["show-all-button","show-vegetarian-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/show-all-button","value":{"type":"Button","props":{"label":"Show all","variant":{"$cond":{"$state":"/vegetarianOnly","eq":false},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":false}
+{"op":"add","path":"/elements/show-vegetarian-button","value":{"type":"Button","props":{"label":"Vegetarian only","variant":{"$cond":{"$state":"/vegetarianOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/vegetarianOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/all-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"visible":{"$state":"/vegetarianOnly","eq":false},"children":["all-drinks-section","all-food-section"]}}
+{"op":"add","path":"/elements/all-drinks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["drink-details","drink-price"]}}
+{"op":"add","path":"/elements/drink-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with velvety steamed milk","price":"$4.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Maple Oat Latte","description":"Espresso, oat milk, and pure maple syrup","price":"$5.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Cold Brew","description":"Slow-steeped for 18 hours; served over ice","price":"$4.50","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Jasmine Green Tea","description":"Fragrant loose-leaf tea","price":"$3.75","vegetarian":true}}
+{"op":"add","path":"/elements/all-food-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["food-details","food-price"]}}
+{"op":"add","path":"/elements/food-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-description","food-diet"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-diet","value":{"type":"Tag","props":{"text":{"$item":"dietLabel"},"variant":{"$cond":{"$item":"vegetarian"},"$then":"success","$else":"neutral"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado Toast","description":"Sourdough, smashed avocado, feta, radish, and seeds","price":"$10.50","vegetarian":true,"dietLabel":"Vegetarian"}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Mushroom & Gruyère Toastie","description":"Roasted mushrooms, Gruyère, and thyme on country bread","price":"$11.75","vegetarian":true,"dietLabel":"Vegetarian"}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Herb Chicken Sandwich","description":"Roasted chicken, greens, tomato, and lemon aioli","price":"$12.25","vegetarian":false,"dietLabel":"Contains meat"}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Seasonal Grain Bowl","description":"Farro, roasted vegetables, chickpeas, greens, and tahini","price":"$13.00","vegetarian":true,"dietLabel":"Vegetarian"}}
+{"op":"add","path":"/state/food/4","value":{"id":"food-5","name":"Ham & Cheddar Croissant","description":"Smoked ham and aged cheddar in a butter croissant","price":"$8.75","vegetarian":false,"dietLabel":"Contains meat"}}
+{"op":"add","path":"/elements/vegetarian-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"visible":{"$state":"/vegetarianOnly","eq":true},"children":["vegetarian-notice","vegetarian-drinks-section","vegetarian-food-section"]}}
+{"op":"add","path":"/elements/vegetarian-notice","value":{"type":"TextCallout","props":{"variant":"success","title":"Vegetarian menu","description":"Showing drinks and food prepared without meat or fish."},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drinks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vegetarian-drinks-heading","vegetarian-drinks-list"]}}
+{"op":"add","path":"/elements/vegetarian-drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegetarianDrinks","key":"id"},"children":["vegetarian-drink-row"]}}
+{"op":"add","path":"/elements/vegetarian-drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["vegetarian-drink-copy","vegetarian-drink-price"]}}
+{"op":"add","path":"/elements/vegetarian-drink-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["vegetarian-drink-name","vegetarian-drink-description"]}}
+{"op":"add","path":"/elements/vegetarian-drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/vegetarianDrinks","value":[]}
+{"op":"add","path":"/state/vegetarianDrinks/0","value":{"id":"veg-drink-1","name":"Flat White","description":"Double espresso with velvety steamed milk","price":"$4.75"}}
+{"op":"add","path":"/state/vegetarianDrinks/1","value":{"id":"veg-drink-2","name":"Maple Oat Latte","description":"Espresso, oat milk, and pure maple syrup","price":"$5.50"}}
+{"op":"add","path":"/state/vegetarianDrinks/2","value":{"id":"veg-drink-3","name":"Cold Brew","description":"Slow-steeped for 18 hours; served over ice","price":"$4.50"}}
+{"op":"add","path":"/state/vegetarianDrinks/3","value":{"id":"veg-drink-4","name":"Jasmine Green Tea","description":"Fragrant loose-leaf tea","price":"$3.75"}}
+{"op":"add","path":"/elements/vegetarian-food-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vegetarian-food-heading","vegetarian-food-list"]}}
+{"op":"add","path":"/elements/vegetarian-food-heading","value":{"type":"Heading","props":{"text":"Vegetarian Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegetarianFood","key":"id"},"children":["vegetarian-food-row"]}}
+{"op":"add","path":"/elements/vegetarian-food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["vegetarian-food-copy","vegetarian-food-price"]}}
+{"op":"add","path":"/elements/vegetarian-food-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["vegetarian-food-name","vegetarian-food-description","vegetarian-food-tag"]}}
+{"op":"add","path":"/elements/vegetarian-food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-tag","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/vegetarianFood","value":[]}
+{"op":"add","path":"/state/vegetarianFood/0","value":{"id":"veg-food-1","name":"Avocado Toast","description":"Sourdough, smashed avocado, feta, radish, and seeds","price":"$10.50"}}
+{"op":"add","path":"/state/vegetarianFood/1","value":{"id":"veg-food-2","name":"Mushroom & Gruyère Toastie","description":"Roasted mushrooms, Gruyère, and thyme on country bread","price":"$11.75"}}
+{"op":"add","path":"/state/vegetarianFood/2","value":{"id":"veg-food-3","name":"Seasonal Grain Bowl","description":"Farro, roasted vegetables, chickpeas, greens, and tahini","price":"$13.00"}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hours-heading","hours-list","hours-note"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/hours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["hours-days","hours-time"]}}
+{"op":"add","path":"/elements/hours-days","value":{"type":"TextContent","props":{"text":{"$item":"days"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"id":"hours-1","days":"Monday–Friday","time":"7:00 AM–6:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"id":"hours-2","days":"Saturday","time":"8:00 AM–5:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"id":"hours-3","days":"Sunday","time":"8:00 AM–3:00 PM"}}
+{"op":"add","path":"/elements/hours-note","value":{"type":"TextContent","props":{"text":"Kitchen closes 30 minutes before the café.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..e34a48a33
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"menu-screen"}
+{"op":"add","path":"/elements/menu-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["cafe-header","today-special","vegetarian-filter","menu-columns","hours-card"]}}
+{"op":"add","path":"/elements/cafe-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs","align":"center"},"children":["cafe-title","cafe-subtitle"]}}
+{"op":"add","path":"/elements/cafe-title","value":{"type":"Heading","props":{"text":"Juniper & Oak Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-subtitle","value":{"type":"TextContent","props":{"text":"Freshly brewed drinks and seasonal kitchen favorites","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/today-special","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/special/title"},"description":{"$template":"${/special/description} · ${/special/price}"} },"children":[]}}
+{"op":"add","path":"/state/special","value":{"title":"Today’s Special — Garden Pesto Melt","description":"Mozzarella, basil pesto, roasted tomato, and arugula on sourdough · Vegetarian","price":"$12.50"}}
+{"op":"add","path":"/elements/vegetarian-filter","value":{"type":"SwitchGroup","props":{"name":"menu-filter","items":["vegetarian-switch"],"variant":"sunk","value":{"$bindState":"/filters"} },"children":[]}}
+{"op":"add","path":"/elements/vegetarian-switch","value":{"type":"SwitchItem","props":{"name":"vegetarian","label":"Show vegetarian items only","description":"Hide menu items containing meat or fish"},"children":[]}}
+{"op":"add","path":"/state/filters","value":[]}
+{"op":"add","path":"/elements/menu-columns","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["drinks-section","food-section"]}}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["drinks-heading","drinks-all","drinks-vegetarian"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"CardHeader","props":{"title":"Drinks","subtitle":"Coffee, tea, and house refreshments"},"children":[]}}
+{"op":"add","path":"/elements/drinks-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"visible":{"$state":"/filters","not":true},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drink-info","drink-price"]}}
+{"op":"add","path":"/elements/drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Cappuccino","description":"Double espresso with silky steamed milk · Vegetarian","price":"$4.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Maple Cold Brew","description":"Slow-steeped coffee with maple cream · Vegetarian","price":"$5.25","vegetarian":true}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Jasmine Green Tea","description":"Fragrant loose-leaf tea · Vegetarian","price":"$3.75","vegetarian":true}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Honey Citrus Fizz","description":"Lemon, orange, honey, and sparkling water · Vegetarian","price":"$4.50","vegetarian":true}}
+{"op":"add","path":"/elements/drinks-vegetarian","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegetarianDrinks","key":"id"},"visible":{"$state":"/filters"},"children":["vegetarian-drink-row"]}}
+{"op":"add","path":"/elements/vegetarian-drink-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["vegetarian-drink-info","vegetarian-drink-price"]}}
+{"op":"add","path":"/elements/vegetarian-drink-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["vegetarian-drink-name","vegetarian-drink-description"]}}
+{"op":"add","path":"/elements/vegetarian-drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-drink-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/vegetarianDrinks","value":[]}
+{"op":"add","path":"/state/vegetarianDrinks/0","value":{"id":"vdrink-1","name":"Cappuccino","description":"Double espresso with silky steamed milk · Vegetarian","price":"$4.75"}}
+{"op":"add","path":"/state/vegetarianDrinks/1","value":{"id":"vdrink-2","name":"Maple Cold Brew","description":"Slow-steeped coffee with maple cream · Vegetarian","price":"$5.25"}}
+{"op":"add","path":"/state/vegetarianDrinks/2","value":{"id":"vdrink-3","name":"Jasmine Green Tea","description":"Fragrant loose-leaf tea · Vegetarian","price":"$3.75"}}
+{"op":"add","path":"/state/vegetarianDrinks/3","value":{"id":"vdrink-4","name":"Honey Citrus Fizz","description":"Lemon, orange, honey, and sparkling water · Vegetarian","price":"$4.50"}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["food-heading","food-all","food-vegetarian"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"CardHeader","props":{"title":"Food","subtitle":"Breakfast, lunch, and bakery selections"},"children":[]}}
+{"op":"add","path":"/elements/food-all","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"visible":{"$state":"/filters","not":true},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["food-info","food-price"]}}
+{"op":"add","path":"/elements/food-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-description"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado Toast","description":"Sourdough, avocado, radish, herbs, and chili flakes · Vegetarian","price":"$10.50","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Turkey Club","description":"Roasted turkey, bacon, tomato, lettuce, and herb aioli","price":"$13.75","vegetarian":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Wild Mushroom Quiche","description":"Mushrooms, caramelized onion, Gruyère, and side greens · Vegetarian","price":"$11.25","vegetarian":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Smoked Salmon Bagel","description":"Cream cheese, capers, cucumber, dill, and pickled onion","price":"$12.95","vegetarian":false}}
+{"op":"add","path":"/state/food/4","value":{"id":"food-5","name":"Berry Almond Overnight Oats","description":"Rolled oats, chia, almond milk, berries, and toasted almonds · Vegetarian","price":"$8.50","vegetarian":true}}
+{"op":"add","path":"/elements/food-vegetarian","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/vegetarianFood","key":"id"},"visible":{"$state":"/filters"},"children":["vegetarian-food-row"]}}
+{"op":"add","path":"/elements/vegetarian-food-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["vegetarian-food-info","vegetarian-food-price"]}}
+{"op":"add","path":"/elements/vegetarian-food-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["vegetarian-food-name","vegetarian-food-description"]}}
+{"op":"add","path":"/elements/vegetarian-food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-food-price","value":{"type":"Badge","props":{"text":{"$item":"price"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/vegetarianFood","value":[]}
+{"op":"add","path":"/state/vegetarianFood/0","value":{"id":"vfood-1","name":"Avocado Toast","description":"Sourdough, avocado, radish, herbs, and chili flakes · Vegetarian","price":"$10.50"}}
+{"op":"add","path":"/state/vegetarianFood/1","value":{"id":"vfood-2","name":"Wild Mushroom Quiche","description":"Mushrooms, caramelized onion, Gruyère, and side greens · Vegetarian","price":"$11.25"}}
+{"op":"add","path":"/state/vegetarianFood/2","value":{"id":"vfood-3","name":"Berry Almond Overnight Oats","description":"Rolled oats, chia, almond milk, berries, and toasted almonds · Vegetarian","price":"$8.50"}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hours-heading","hours-list"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"CardHeader","props":{"title":"Opening Hours","subtitle":"Kitchen closes 30 minutes before the café"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/hours","key":"id"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"days"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hours","value":[]}
+{"op":"add","path":"/state/hours/0","value":{"id":"hours-1","days":"Monday–Friday","time":"7:00 AM–6:00 PM"}}
+{"op":"add","path":"/state/hours/1","value":{"id":"hours-2","days":"Saturday","time":"8:00 AM–6:00 PM"}}
+{"op":"add","path":"/state/hours/2","value":{"id":"hours-3","days":"Sunday","time":"8:00 AM–4:00 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r1.txt
new file mode 100644
index 000000000..fdced2697
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r1.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"course-home"}
+{"op":"add","path":"/elements/course-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["course-header","overview-row","next-lesson","modules-section"]}}
+{"op":"add","path":"/elements/course-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["course-category","course-title","course-instructor"]}}
+{"op":"add","path":"/elements/course-category","value":{"type":"Badge","props":{"text":{"$state":"/course/category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/course/category","value":"UX Design"}
+{"op":"add","path":"/elements/course-title","value":{"type":"Heading","props":{"text":{"$state":"/course/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/course/title","value":"Designing Accessible Digital Products"}
+{"op":"add","path":"/elements/course-instructor","value":{"type":"TextContent","props":{"text":{"$template":"Instructor: ${/course/instructor}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/course/instructor","value":"Dr. Maya Chen"}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["progress-card","rating-card"]}}
+{"op":"add","path":"/elements/progress-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["progress-heading","progress-value","progress-bar","progress-detail"]}}
+{"op":"add","path":"/elements/progress-heading","value":{"type":"Heading","props":{"text":"Overall progress","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/progress-value","value":{"type":"TextContent","props":{"text":{"$template":"${/course/progress}% complete"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":{"$state":"/course/progress"},"label":"Course completion"},"children":[]}}
+{"op":"add","path":"/state/course/progress","value":62}
+{"op":"add","path":"/elements/progress-detail","value":{"type":"TextContent","props":{"text":{"$state":"/course/progressDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/course/progressDetail","value":"8 of 13 lessons completed"}
+{"op":"add","path":"/elements/rating-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["rating-heading","rating-value","rating-detail"]}}
+{"op":"add","path":"/elements/rating-heading","value":{"type":"Heading","props":{"text":"Learner rating","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/rating-value","value":{"type":"TextContent","props":{"text":{"$template":"★ ${/course/rating} out of 5"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/course/rating","value":4.8}
+{"op":"add","path":"/elements/rating-detail","value":{"type":"TextContent","props":{"text":{"$template":"Average from ${/course/ratingCount} learner reviews"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/course/ratingCount","value":"1,284"}
+{"op":"add","path":"/elements/next-lesson","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["next-badge","next-title","next-description","next-meta","continue-button"]}}
+{"op":"add","path":"/elements/next-badge","value":{"type":"Badge","props":{"text":"Up next","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/next-title","value":{"type":"Heading","props":{"text":{"$state":"/nextLesson/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextLesson/title","value":"Lesson 9: Accessible Forms and Error States"}
+{"op":"add","path":"/elements/next-description","value":{"type":"TextContent","props":{"text":{"$state":"/nextLesson/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/nextLesson/description","value":"Learn how clear labels, validation, and helpful error messages make forms easier for everyone to use."}
+{"op":"add","path":"/elements/next-meta","value":{"type":"TextContent","props":{"text":{"$template":"${/nextLesson/duration} • Video and practice activity"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/nextLesson/duration","value":"18 min"}
+{"op":"add","path":"/elements/continue-button","value":{"type":"Button","props":{"label":"Continue learning","variant":"primary","size":"large","action":[{"type":"navigate","target":"next-lesson"}]},"on":{"press":{"action":"setState","params":{"statePath":"/learning/continueRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/learning/continueRequested","value":false}
+{"op":"add","path":"/elements/modules-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["modules-heading","modules-list"]}}
+{"op":"add","path":"/elements/modules-heading","value":{"type":"Heading","props":{"text":"Course modules","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/modules-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/modules","key":"id"},"children":["module-row"]}}
+{"op":"add","path":"/elements/module-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["module-copy","module-status"]}}
+{"op":"add","path":"/elements/module-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["module-title","module-detail"]}}
+{"op":"add","path":"/elements/module-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/module-detail","value":{"type":"TextContent","props":{"text":{"$template":"${lessons} lessons • ${duration}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/module-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"completed"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/modules","value":[]}
+{"op":"add","path":"/state/modules/0","value":{"id":"module-1","title":"1. Foundations of Inclusive Design","lessons":3,"duration":"42 min","status":"Completed","completed":true}}
+{"op":"add","path":"/state/modules/1","value":{"id":"module-2","title":"2. Understanding Assistive Technology","lessons":3,"duration":"51 min","status":"Completed","completed":true}}
+{"op":"add","path":"/state/modules/2","value":{"id":"module-3","title":"3. Accessible Interaction Patterns","lessons":4,"duration":"1 hr 8 min","status":"In progress • 2 of 4","completed":false}}
+{"op":"add","path":"/state/modules/3","value":{"id":"module-4","title":"4. Testing and Continuous Improvement","lessons":3,"duration":"47 min","status":"Not started","completed":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r2.txt
new file mode 100644
index 000000000..8065be95b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-course__r2.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r2.txt
new file mode 100644
index 000000000..834f5961d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r2.txt
@@ -0,0 +1,62 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..98fddb797
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r3.txt
@@ -0,0 +1,55 @@
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+{"op":"add","path":"/state/registration","value":{"name":"","email":"","submitted":false}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"email-input","hint":"Your confirmation will be sent to this address."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"alex@company.com","value":{"$bindState":"/registration/email"},"rules":[{"required":true,"message":"Please enter your email."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/elements/registration-buttons","value":{"type":"Buttons","props":{"buttons":["register-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/register-button","value":{"type":"Button","props":{"label":"Reserve my place","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registration/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/registration-success","value":{"type":"Alert","props":{"title":"Registration received","description":{"$template":"Thanks, ${/registration/name}! We’ll send next steps to ${/registration/email}."},"variant":"success"},"visible":{"$state":"/registration/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..6ef03fa8f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-event__r4.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"conference-screen"}
+{"op":"add","path":"/elements/event-title","value":{"type":"Heading","props":{"text":{"$state":"/event/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/event-details","value":{"type":"TextContent","props":{"text":{"$template":"${/event/date} · ${/event/venue}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/days-badge","value":{"type":"Badge","props":{"text":{"$template":"${/event/daysRemaining} days remaining"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["event-title","event-details","days-badge"]}}
+{"op":"add","path":"/state/event","value":{"name":"FutureCraft 2026","date":"October 15–16, 2026","venue":"Harbor Convention Center · San Francisco, CA","daysRemaining":58}}
+{"op":"add","path":"/elements/agenda-heading","value":{"type":"Heading","props":{"text":"Agenda","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/agenda-session","value":{"type":"TextContent","props":{"text":{"$item":"session"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/agenda-speaker","value":{"type":"TextContent","props":{"text":{"$item":"speaker"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/agenda-entry","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["agenda-time","agenda-session","agenda-speaker"]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-entry"]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"agenda-1","time":"8:30 AM","session":"Registration & Coffee","speaker":"Meet fellow attendees in the main atrium"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"agenda-2","time":"9:30 AM","session":"Opening Keynote: Designing the Next Decade","speaker":"Dr. Maya Chen"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"agenda-3","time":"11:00 AM","session":"Responsible AI in Practice","speaker":"Jon Bell and Priya Raman"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"agenda-4","time":"1:30 PM","session":"Building Products People Trust","speaker":"Elena Torres"}}
+{"op":"add","path":"/state/agenda/4","value":{"id":"agenda-5","time":"3:30 PM","session":"Founder Stories & Closing Panel","speaker":"Moderated by Marcus Lee"}}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["agenda-heading","agenda-list"]}}
+{"op":"add","path":"/elements/speakers-heading","value":{"type":"Heading","props":{"text":"Featured Speakers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/speaker-avatar","value":{"type":"Avatar","props":{"src":{"$item":"image"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/speaker-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/speaker-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"center"},"children":["speaker-avatar","speaker-name","speaker-bio"]}}
+{"op":"add","path":"/elements/speakers-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/speakers","key":"id"},"children":["speaker-card"]}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"speaker-1","name":"Dr. Maya Chen","initials":"MC","image":"https://images.unsplash.com/photo-1494790108377-be9c29b29330?w=400","bio":"Futurist and AI researcher translating emerging technology into human-centered systems."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"speaker-2","name":"Jon Bell","initials":"JB","image":"https://images.unsplash.com/photo-1500648767791-00dcc994a43e?w=400","bio":"Product leader helping global teams build responsible and accessible digital experiences."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"speaker-3","name":"Priya Raman","initials":"PR","image":"https://images.unsplash.com/photo-1534528741775-53994a69daeb?w=400","bio":"Machine-learning ethicist focused on practical governance for high-impact AI."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"speaker-4","name":"Elena Torres","initials":"ET","image":"https://images.unsplash.com/photo-1517841905240-472988babdf9?w=400","bio":"Award-winning designer and author exploring how trust shapes enduring products."}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["speakers-heading","speakers-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Ticket Tiers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-status","value":{"type":"Badge","props":{"text":{"$item":"availability"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ticket-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"start"},"children":["ticket-name","ticket-price","ticket-description","ticket-status"]}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-card"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"ticket-1","name":"Community","price":"$199","description":"Two-day conference access, session recordings, and community lounge.","availability":"Available"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"ticket-2","name":"Professional","price":"$399","description":"Everything in Community, plus workshops, priority seating, and lunch.","availability":"Most popular"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"ticket-3","name":"Executive","price":"$699","description":"Everything in Professional, plus speaker dinner and VIP networking.","availability":"Limited"}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/register-heading","value":{"type":"Heading","props":{"text":"Register for FutureCraft","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"name","placeholder":"Alex Morgan","type":"text","value":{"$bindState":"/registration/name"},"rules":[{"required":true,"message":"Please enter your name."}]},"children":[]}}
+{"op":"add","path":"/state/registration","value":{"name":"","email":"","submitted":false}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Enter the name that should appear on your badge."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"alex@company.com","type":"email","value":{"$bindState":"/registration/email"},"rules":[{"required":true,"message":"Please enter your email."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"email-input","hint":"Your confirmation and event updates will be sent here."},"children":[]}}
+{"op":"add","path":"/elements/register-button","value":{"type":"Button","props":{"label":"Register now","variant":"primary","size":"large","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/registration/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/register-buttons","value":{"type":"Buttons","props":{"buttons":["register-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/registration-form","value":{"type":"Form","props":{"name":"conference-registration","buttons":"register-buttons","fields":["name-control","email-control"]},"children":[]}}
+{"op":"add","path":"/elements/registration-success","value":{"type":"Alert","props":{"title":"You're on the list!","description":{"$template":"Thanks, ${/registration/name}. A confirmation will be sent to ${/registration/email}."},"variant":"success"},"visible":{"$state":"/registration/submitted"},"children":[]}}
+{"op":"add","path":"/elements/register-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-heading","registration-form","registration-success"]}}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["hero","agenda-section","speakers-section","tickets-section","register-section"]}}
+{"op":"add","path":"/elements/conference-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["main-content"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..f5f1cf432
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["summary-header","today-metrics","weekly-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Daily Fitness Summary","subtitle":"Tuesday, August 18 · Keep moving toward your goals"},"children":[]}}
+{"op":"add","path":"/elements/today-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steps-heading","steps-value","steps-progress","steps-remaining"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps today","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/today/steps}** of ${/today/stepGoal} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"steps":"7,842","stepGoal":"10,000","stepProgress":78,"stepsRemaining":"2,158","calories":"536","calorieGoal":"650","calorieProgress":82}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/today/stepProgress"},"label":"78% of daily goal"},"children":[]}}
+{"op":"add","path":"/elements/steps-remaining","value":{"type":"TextCallout","props":{"variant":"info","title":"Almost there","description":{"$template":"${/today/stepsRemaining} more steps to reach your daily goal."}},"children":[]}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["calories-heading","calories-value","calories-progress","calories-note"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"Heading","props":{"text":"Calories burned","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/today/calories} kcal** burned today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-progress","value":{"type":"Progress","props":{"value":{"$state":"/today/calorieProgress"},"label":"82% of 650 kcal target"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":"Includes active calories from walking, workouts, and everyday movement.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-chart","weekly-list"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Workouts this week","subtitle":"5 sessions · 205 total minutes · Strongest day: Saturday"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Workout minutes","values":[35,0,42,28,0,55,45]},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["weekly-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["workout-row"]}}
+{"op":"add","path":"/elements/workout-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["workout-details","workout-status"]}}
+{"op":"add","path":"/elements/workout-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["workout-title","workout-meta"]}}
+{"op":"add","path":"/elements/workout-title","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/workout-meta","value":{"type":"TextContent","props":{"text":{"$template":"${day} · ${duration} min · ${calories} kcal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workout-status","value":{"type":"Tag","props":{"text":{"$item":"effort"},"variant":{"$cond":{"$state":"/unused","eq":"none"},"$then":"neutral","$else":"success"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/unused","value":"active"}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","day":"Monday","name":"Morning Run","duration":35,"calories":310,"effort":"Great"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","day":"Wednesday","name":"Strength Training","duration":42,"calories":285,"effort":"Strong"}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"w3","day":"Thursday","name":"Yoga Flow","duration":28,"calories":120,"effort":"Restorative"}}
+{"op":"add","path":"/state/workouts/3","value":{"id":"w4","day":"Saturday","name":"Cycling","duration":55,"calories":480,"effort":"Personal best"}}
+{"op":"add","path":"/state/workouts/4","value":{"id":"w5","day":"Sunday","name":"Full-Body Circuit","duration":45,"calories":390,"effort":"Great"}}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-header","log-form","log-success"]}}
+{"op":"add","path":"/elements/log-header","value":{"type":"CardHeader","props":{"title":"Log a new workout","subtitle":"Add today’s activity to your weekly summary"},"children":[]}}
+{"op":"add","path":"/elements/workout-name-input","value":{"type":"Input","props":{"name":"workoutName","placeholder":"e.g. Evening Run","type":"text","value":{"$bindState":"/newWorkout/name"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"name":"","type":"Running","duration":30,"calories":250}}
+{"op":"add","path":"/elements/workout-name-control","value":{"type":"FormControl","props":{"label":"Workout name","input":"workout-name-input","hint":"Give your session a short, recognizable name."},"children":[]}}
+{"op":"add","path":"/elements/type-running","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"},"children":[]}}
+{"op":"add","path":"/elements/type-strength","value":{"type":"SelectItem","props":{"value":"Strength Training","label":"Strength Training"},"children":[]}}
+{"op":"add","path":"/elements/type-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/type-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/elements/type-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-select","value":{"type":"Select","props":{"name":"workoutType","items":["type-running","type-strength","type-cycling","type-yoga","type-other"],"placeholder":"Choose an activity","value":{"$bindState":"/newWorkout/type"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-control","value":{"type":"FormControl","props":{"label":"Activity type","input":"workout-type-select"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-input","value":{"type":"Input","props":{"name":"workoutDuration","placeholder":"30","type":"number","value":{"$bindState":"/newWorkout/duration"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"workout-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-input","value":{"type":"Input","props":{"name":"workoutCalories","placeholder":"250","type":"number","value":{"$bindState":"/newWorkout/calories"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-control","value":{"type":"FormControl","props":{"label":"Calories burned","input":"workout-calories-input"},"children":[]}}
+{"op":"add","path":"/elements/log-button","value":{"type":"Button","props":{"label":"Log workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","day":"Today","name":{"$state":"/newWorkout/name"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"},"effort":"Logged"}}},"children":[]}}
+{"op":"add","path":"/elements/log-buttons","value":{"type":"Buttons","props":{"buttons":["log-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Form","props":{"name":"logWorkout","buttons":"log-buttons","fields":["workout-name-control","workout-type-control","workout-duration-control","workout-calories-control"]},"children":[]}}
+{"op":"add","path":"/elements/log-success","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Weekly progress","description":"Newly logged workouts appear immediately in the workout list above."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..052eebaf1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["summary-header","metrics-row","weekly-section","log-workout-section","recent-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["summary-title","summary-date"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Daily fitness summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/summary-date","value":{"type":"TextContent","props":{"text":{"$state":"/summaryDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/summaryDate","value":"Tuesday, August 18"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steps-heading","steps-value","steps-progress","steps-remaining"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps today","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/steps/current}** of ${/steps/goal} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/percent"},"label":"Daily goal progress"},"children":[]}}
+{"op":"add","path":"/elements/steps-remaining","value":{"type":"TextContent","props":{"text":{"$template":"${/steps/remaining} steps left to reach your goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/steps","value":{"current":"7,840","goal":"10,000","percent":78,"remaining":"2,160"}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["calories-heading","calories-value","calories-badge","calories-note"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"Heading","props":{"text":"Calories burned","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/calories/burned} kcal**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-badge","value":{"type":"Badge","props":{"text":{"$state":"/calories/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":{"$state":"/calories/note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/calories","value":{"burned":"612","status":"Above daily average","note":"Includes active and workout calories recorded today."}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-chart","weekly-insight"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Workouts this week","subtitle":"Minutes trained each day"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyWorkout/labels"},"series":["weekly-minutes-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-minutes-series","value":{"type":"Series","props":{"category":"Workout minutes","values":{"$state":"/weeklyWorkout/minutes"}},"children":[]}}
+{"op":"add","path":"/state/weeklyWorkout","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"minutes":[35,48,0,42,55,70,30]}}
+{"op":"add","path":"/elements/weekly-insight","value":{"type":"Callout","props":{"variant":"success","title":"Strong week","description":{"$state":"/weeklyInsight"}},"children":[]}}
+{"op":"add","path":"/state/weeklyInsight","value":"You completed 6 workouts totaling 280 minutes—35 minutes more than last week."}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["log-header","workout-form","log-success"]}}
+{"op":"add","path":"/elements/log-header","value":{"type":"CardHeader","props":{"title":"Log a new workout","subtitle":"Add today’s activity to your summary"},"children":[]}}
+{"op":"add","path":"/elements/workout-form","value":{"type":"Form","props":{"name":"log-workout","fields":["workout-type-control","duration-control","notes-control"],"buttons":"workout-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-control","value":{"type":"FormControl","props":{"label":"Workout type","input":"workout-type-select","hint":"Choose the activity you completed."},"children":[]}}
+{"op":"add","path":"/elements/workout-type-select","value":{"type":"Select","props":{"name":"workoutType","items":["type-run","type-strength","type-cycling","type-yoga","type-swimming"],"placeholder":"Select a workout","value":{"$bindState":"/newWorkout/type"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/type-run","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"},"children":[]}}
+{"op":"add","path":"/elements/type-strength","value":{"type":"SelectItem","props":{"value":"Strength training","label":"Strength training"},"children":[]}}
+{"op":"add","path":"/elements/type-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/type-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/elements/type-swimming","value":{"type":"SelectItem","props":{"value":"Swimming","label":"Swimming"},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","notes":""}}
+{"op":"add","path":"/elements/duration-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"duration-input","hint":"Enter the total active time."},"children":[]}}
+{"op":"add","path":"/elements/duration-input","value":{"type":"Input","props":{"name":"duration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/notes-control","value":{"type":"FormControl","props":{"label":"Notes","input":"notes-input","hint":"Optional details about effort, distance, or how you felt."},"children":[]}}
+{"op":"add","path":"/elements/notes-input","value":{"type":"TextArea","props":{"name":"notes","placeholder":"How did the workout go?","rows":3,"value":{"$bindState":"/newWorkout/notes"}},"children":[]}}
+{"op":"add","path":"/elements/workout-form-buttons","value":{"type":"Buttons","props":{"buttons":["log-workout-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-workout-button","value":{"type":"Button","props":{"label":"Log workout","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/loggedWorkouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"notes":{"$state":"/newWorkout/notes"}}}}},"children":[]}}
+{"op":"add","path":"/elements/log-success","value":{"type":"Callout","props":{"variant":"info","title":"Ready to save","description":"Choose an activity and duration, then log your workout. It will appear below."},"children":[]}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["recent-heading","logged-workouts-list"]}}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Today’s logged workouts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/logged-workouts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/loggedWorkouts","key":"id"},"children":["logged-workout-card"]}}
+{"op":"add","path":"/elements/logged-workout-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["logged-workout-title","logged-workout-notes","remove-workout"]}}
+{"op":"add","path":"/elements/logged-workout-title","value":{"type":"TextContent","props":{"text":{"$template":"**${type}** · ${duration} minutes"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/logged-workout-notes","value":{"type":"TextContent","props":{"text":{"$item":"notes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/remove-workout","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/loggedWorkouts","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/loggedWorkouts","value":[]}
+{"op":"add","path":"/state/loggedWorkouts/0","value":{"id":"workout-1","type":"Morning run","duration":"30","notes":"Easy 5 km at a comfortable pace."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..25931ab6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,36 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Daily Fitness Summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/summary-date","value":{"type":"TextContent","props":{"text":{"$state":"/summary/date"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"date":"Tuesday, August 18","steps":7842,"stepGoal":10000,"stepProgress":78,"calories":612}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/steps-count","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/steps} of ${/summary/stepGoal} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/stepProgress"},"label":"78% of daily goal"},"children":[]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steps-heading","steps-count","steps-progress"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"Heading","props":{"text":"Calories burned","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/calories} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":"Active calories recorded today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["calories-heading","calories-value","calories-note"]}}
+{"op":"add","path":"/elements/today-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/week-heading","value":{"type":"Heading","props":{"text":"Workouts this week","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/week-subtitle","value":{"type":"TextContent","props":{"text":"Minutes trained each day over the past seven days.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workout-minutes-series","value":{"type":"Series","props":{"category":"Workout minutes","values":{"$state":"/weeklyMinutes"}},"children":[]}}
+{"op":"add","path":"/state/weeklyMinutes","value":[35,0,48,25,0,62,40]}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weekLabels"},"series":["workout-minutes-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/state/weekLabels","value":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"]}
+{"op":"add","path":"/elements/week-insight","value":{"type":"Callout","props":{"variant":"success","title":"Strong week","description":"You completed 5 workouts totaling 210 minutes."},"children":[]}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-heading","week-subtitle","week-chart","week-insight"]}}
+{"op":"add","path":"/elements/log-heading","value":{"type":"Heading","props":{"text":"Log a new workout","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-input","value":{"type":"Input","props":{"name":"workoutType","placeholder":"e.g. Strength training","type":"text","value":{"$bindState":"/newWorkout/type"},"rules":[{"required":true,"message":"Enter a workout type"}]},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/workout-type-control","value":{"type":"FormControl","props":{"label":"Workout type","input":"workout-type-input","hint":"Name the activity you completed."},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-input","value":{"type":"Input","props":{"name":"duration","placeholder":"45","type":"number","value":{"$bindState":"/newWorkout/duration"},"rules":[{"required":true,"message":"Enter the duration"}]},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"workout-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-input","value":{"type":"Input","props":{"name":"workoutCalories","placeholder":"300","type":"number","value":{"$bindState":"/newWorkout/calories"},"rules":[{"required":true,"message":"Enter calories burned"}]},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-control","value":{"type":"FormControl","props":{"label":"Calories burned","input":"workout-calories-input"},"children":[]}}
+{"op":"add","path":"/elements/log-workout-button","value":{"type":"Button","props":{"label":"Log workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"},"date":"Today"},"clearStatePath":"/newWorkout"}}},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"workout-1","type":"Outdoor run","duration":40,"calories":386,"date":"Today"}}
+{"op":"add","path":"/elements/log-buttons","value":{"type":"Buttons","props":{"buttons":["log-workout-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-form","value":{"type":"Form","props":{"name":"newWorkoutForm","buttons":"log-buttons","fields":["workout-type-control","workout-duration-control","workout-calories-control"]},"children":[]}}
+{"op":"add","path":"/elements/log-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-heading","log-form"]}}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["summary-title","summary-date","today-metrics","week-card","log-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..74f1d0c5d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["summary-header","metrics-row","weekly-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Daily Fitness Summary","subtitle":{"$state":"/summary/dateLabel"}},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"dateLabel":"Tuesday, August 18","steps":7842,"stepGoal":10000,"stepProgress":78,"calories":612}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steps-heading","steps-count","steps-goal","steps-progress"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"Heading","props":{"text":"Steps Today","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/steps-count","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/steps} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"Daily goal: ${/summary/stepGoal} steps"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/stepProgress"},"label":{"$template":"${/summary/stepProgress}% of goal"}},"children":[]}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","justify":"center"},"children":["calories-heading","calories-value","calories-note"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"Heading","props":{"text":"Calories Burned","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/calories} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"Badge","props":{"text":"Active calories today","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-chart","weekly-insight"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Workouts This Week","subtitle":"Minutes completed each day"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weekly/labels"},"series":["weekly-minutes-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-minutes-series","value":{"type":"Series","props":{"category":"Workout minutes","values":{"$state":"/weekly/minutes"}},"children":[]}}
+{"op":"add","path":"/state/weekly","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"minutes":[35,45,0,30,55,70,25],"totalMinutes":260,"workoutDays":6}}
+{"op":"add","path":"/elements/weekly-insight","value":{"type":"Callout","props":{"variant":"success","title":"Strong week","description":{"$template":"You trained on ${/weekly/workoutDays} days for a total of ${/weekly/totalMinutes} minutes."}},"children":[]}}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-workout-header","workout-form","logged-success","recent-workouts-heading","recent-workouts-list"]}}
+{"op":"add","path":"/elements/log-workout-header","value":{"type":"CardHeader","props":{"title":"Log a New Workout","subtitle":"Add today’s activity to your weekly summary"},"children":[]}}
+{"op":"add","path":"/elements/workout-form","value":{"type":"Form","props":{"name":"log-workout","fields":["workout-type-control","workout-duration-control","workout-calories-control"],"buttons":"workout-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-control","value":{"type":"FormControl","props":{"label":"Workout type","input":"workout-type-select","hint":"Choose the activity you completed"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-select","value":{"type":"Select","props":{"name":"workoutType","items":["type-running","type-cycling","type-strength","type-yoga","type-swimming"],"placeholder":"Select an activity","value":{"$bindState":"/newWorkout/type"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/type-running","value":{"type":"SelectItem","props":{"value":"Running","label":"Running"},"children":[]}}
+{"op":"add","path":"/elements/type-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/type-strength","value":{"type":"SelectItem","props":{"value":"Strength Training","label":"Strength Training"},"children":[]}}
+{"op":"add","path":"/elements/type-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/elements/type-swimming","value":{"type":"SelectItem","props":{"value":"Swimming","label":"Swimming"},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","calories":""}}
+{"op":"add","path":"/elements/workout-duration-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"workout-duration-input","hint":"Enter the total workout time"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-input","value":{"type":"Input","props":{"name":"workoutDuration","placeholder":"e.g. 45","type":"number","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-control","value":{"type":"FormControl","props":{"label":"Calories burned","input":"workout-calories-input","hint":"Optional estimate from your tracker"},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-input","value":{"type":"Input","props":{"name":"workoutCalories","placeholder":"e.g. 320","type":"number","value":{"$bindState":"/newWorkout/calories"}},"children":[]}}
+{"op":"add","path":"/elements/workout-form-buttons","value":{"type":"Buttons","props":{"buttons":["log-workout-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-workout-button","value":{"type":"Button","props":{"label":"Log Workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"},"date":"Today"}}}},"children":[]}}
+{"op":"add","path":"/elements/logged-success","value":{"type":"Alert","props":{"title":"Ready to log","description":"Complete the workout details, then select Log Workout.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/recent-workouts-heading","value":{"type":"Heading","props":{"text":"Recent Workouts","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/recent-workouts-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["recent-workout-item","remove-workout-button"]}}
+{"op":"add","path":"/elements/recent-workout-item","value":{"type":"ListItem","props":{"title":{"$item":"type"},"subtitle":{"$template":"${date} · ${duration} min · ${calories} kcal"},"actionLabel":"Completed"},"children":[]}}
+{"op":"add","path":"/elements/remove-workout-button","value":{"type":"Button","props":{"label":"Remove","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"removeState","params":{"statePath":"/workouts","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"workout-1","type":"Morning Run","duration":35,"calories":310,"date":"Today"}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"workout-2","type":"Strength Training","duration":45,"calories":265,"date":"Yesterday"}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"workout-3","type":"Yoga Flow","duration":30,"calories":120,"date":"Saturday"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..2f2aaddee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r1.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-content"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["job-status","job-title","job-team","job-meta","share-actions"]}}
+{"op":"add","path":"/elements/job-status","value":{"type":"Badge","props":{"text":"Now hiring","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/job-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/job/title","value":"Senior Product Designer"}
+{"op":"add","path":"/elements/job-team","value":{"type":"TextContent","props":{"text":{"$template":"${/job/team} · ${/job/location}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/job/team","value":"Product Design Team"}
+{"op":"add","path":"/state/job/location","value":"New York, NY or Remote (US)"}
+{"op":"add","path":"/elements/job-meta","value":{"type":"TagBlock","props":{"tags":{"$state":"/job/tags"}},"children":[]}}
+{"op":"add","path":"/state/job/tags","value":[]}
+{"op":"add","path":"/state/job/tags/0","value":"Full-time"}
+{"op":"add","path":"/state/job/tags/1","value":"Senior level"}
+{"op":"add","path":"/state/job/tags/2","value":"Product Design"}
+{"op":"add","path":"/elements/share-actions","value":{"type":"Buttons","props":{"buttons":["share-linkedin","share-email"],"direction":"row"},"children":["share-linkedin","share-email"]}}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","action":["https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fexample.com%2Fjobs%2Fsenior-product-designer"],"variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Share by email","action":["mailto:?subject=Senior%20Product%20Designer%20opportunity&body=Take%20a%20look%20at%20this%20role%3A%20https%3A%2F%2Fexample.com%2Fjobs%2Fsenior-product-designer"],"variant":"tertiary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/job-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","align":"start","wrap":true},"children":["role-details","application-panel"]}}
+{"op":"add","path":"/elements/role-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["about-section","details-separator","qualifications-section","salary-section"]}}
+{"op":"add","path":"/elements/about-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["about-heading","about-copy"]}}
+{"op":"add","path":"/elements/about-heading","value":{"type":"Heading","props":{"text":"About the role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/about-copy","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/job/description","value":"Shape intuitive, inclusive experiences for a growing collaboration platform. You’ll partner with product, engineering, research, and content to turn complex workflows into simple customer journeys—from early discovery through polished delivery."}
+{"op":"add","path":"/elements/details-separator","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/qualifications-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/job/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/job/qualifications","value":[]}
+{"op":"add","path":"/state/job/qualifications/0","value":{"id":"q1","text":"5+ years designing high-quality digital products, with a portfolio showing strong systems thinking and craft."}}
+{"op":"add","path":"/state/job/qualifications/1","value":{"id":"q2","text":"Experience leading end-to-end design across discovery, prototyping, testing, and implementation."}}
+{"op":"add","path":"/state/job/qualifications/2","value":{"id":"q3","text":"Clear communication and a track record of productive collaboration with engineering and product partners."}}
+{"op":"add","path":"/state/job/qualifications/3","value":{"id":"q4","text":"Fluency with design systems, accessibility standards, and modern prototyping tools."}}
+{"op":"add","path":"/state/job/qualifications/4","value":{"id":"q5","text":"Comfort using customer insights and product data to make and explain design decisions."}}
+{"op":"add","path":"/elements/salary-section","value":{"type":"Callout","props":{"variant":"info","title":"Salary range","description":{"$template":"${/job/salary} base salary per year, plus equity and benefits. Final compensation depends on location, experience, and skills."}},"children":[]}}
+{"op":"add","path":"/state/job/salary","value":"$145,000–$185,000 USD"}
+{"op":"add","path":"/elements/application-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["apply-header","apply-form","application-note"]}}
+{"op":"add","path":"/elements/apply-header","value":{"type":"CardHeader","props":{"title":"Apply for this role","subtitle":"Tell us how to reach you and share a link to your resume."},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"design-role-application","fields":["name-control","email-control","resume-control"],"buttons":"apply-buttons"},"children":["name-control","email-control","resume-control","apply-buttons"]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input"},"children":["name-input"]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"name","type":"text","placeholder":"Jordan Lee","value":{"$bindState":"/application/name"},"rules":[{"required":true,"message":"Enter your full name."}]},"children":[]}}
+{"op":"add","path":"/state/application/name","value":""}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input"},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jordan@example.com","value":{"$bindState":"/application/email"},"rules":[{"required":true,"message":"Enter your email address."},{"type":"email","message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/application/email","value":""}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume link","input":"resume-input","hint":"Link to a PDF, portfolio, or shared document."},"children":["resume-input"]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeUrl","type":"url","placeholder":"https://portfolio.example.com/resume","value":{"$bindState":"/application/resumeUrl"},"rules":[{"required":true,"message":"Add a resume link."},{"type":"url","message":"Enter a valid URL."}]},"children":[]}}
+{"op":"add","path":"/state/application/resumeUrl","value":""}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-application"],"direction":"column"},"children":["submit-application"]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/applicationValidation"}}},"children":[]}}
+{"op":"add","path":"/state/applicationValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/application-note","value":{"type":"TextContent","props":{"text":"We review every application and aim to respond within two weeks. We are an equal opportunity employer committed to an inclusive workplace.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..27757e279
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r2.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-details","application-card","share-card"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["job-status","role-title","team-name","role-description"]}}
+{"op":"add","path":"/elements/job-status","value":{"type":"Badge","props":{"text":{"$state":"/job/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/job/status","value":"Now hiring · Full-time"}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/job/title","value":"Senior Product Designer"}
+{"op":"add","path":"/elements/team-name","value":{"type":"TextContent","props":{"text":{"$template":"${/job/team} · ${/job/location}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/job/team","value":"Product Design Team"}
+{"op":"add","path":"/state/job/location","value":"New York or Remote (US)"}
+{"op":"add","path":"/elements/role-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/job/description","value":"Shape intuitive, inclusive experiences for a collaborative work platform used by growing teams. You’ll lead projects from discovery through launch, partner closely with product and engineering, and help evolve our design system."}
+{"op":"add","path":"/elements/job-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["qualifications-card","compensation-card"]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/job/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/job/qualifications","value":[]}
+{"op":"add","path":"/state/job/qualifications/0","value":{"id":"q1","text":"5+ years designing polished digital products, including complex end-to-end workflows."}}
+{"op":"add","path":"/state/job/qualifications/1","value":{"id":"q2","text":"A portfolio that demonstrates strong interaction, visual, and systems thinking."}}
+{"op":"add","path":"/state/job/qualifications/2","value":{"id":"q3","text":"Experience turning customer insights and business goals into clear product direction."}}
+{"op":"add","path":"/state/job/qualifications/3","value":{"id":"q4","text":"Excellent communication and facilitation skills across product, engineering, and research."}}
+{"op":"add","path":"/state/job/qualifications/4","value":{"id":"q5","text":"A commitment to accessible, inclusive design and thoughtful craft."}}
+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"start"},"children":["compensation-heading","salary-label","salary-range","salary-note"]}}
+{"op":"add","path":"/elements/compensation-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-label","value":{"type":"Badge","props":{"text":"Base salary range","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/salary-range","value":{"type":"Heading","props":{"text":{"$state":"/job/salary"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/job/salary","value":"$145,000–$185,000 USD"}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":{"$state":"/job/salaryNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/job/salaryNote","value":"Final compensation depends on location, skills, and experience. This role also includes equity, health coverage, flexible time off, and a professional development budget."}
+{"op":"add","path":"/elements/application-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["application-header","application-form","application-success"]}}
+{"op":"add","path":"/elements/application-header","value":{"type":"CardHeader","props":{"title":"Apply for this role","subtitle":"Introduce yourself and share a public link to your résumé or portfolio."},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"job-application","fields":["name-control","email-control","resume-control"],"buttons":"application-buttons"},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Enter your first and last name."},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","type":"text","placeholder":"Jordan Lee","value":{"$bindState":"/application/name"},"rules":[{"required":true,"message":"Name is required."}]},"children":[]}}
+{"op":"add","path":"/state/application/name","value":""}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll use this to contact you about your application."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jordan@example.com","value":{"$bindState":"/application/email"},"rules":[{"required":true,"message":"Email is required."},{"email":true,"message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/application/email","value":""}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Résumé or portfolio link","input":"resume-input","hint":"Use a publicly accessible URL, such as your website or a shared document."},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeUrl","type":"url","placeholder":"https://portfolio.example.com","value":{"$bindState":"/application/resumeUrl"},"rules":[{"required":true,"message":"A résumé or portfolio link is required."},{"url":true,"message":"Enter a valid URL."}]},"children":[]}}
+{"op":"add","path":"/state/application/resumeUrl","value":""}
+{"op":"add","path":"/elements/application-buttons","value":{"type":"Buttons","props":{"buttons":["apply-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/apply-button","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/application-success","value":{"type":"Callout","props":{"variant":"success","title":"Application ready","description":"Your details passed validation and are ready to submit."},"visible":{"$state":"/formValidation/valid","eq":true},"children":[]}}
+{"op":"add","path":"/state/formValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["share-heading","share-description","share-buttons","share-confirmation"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Know a great designer?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/share-description","value":{"type":"TextContent","props":{"text":"Share this opportunity with someone who would be a strong fit.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/share-button","value":{"type":"Button","props":{"label":"Share job posting","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/share/visible","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/share-confirmation","value":{"type":"TextCallout","props":{"variant":"info","title":"Share this posting","description":{"$template":"Copy and send this link: ${/job/shareUrl}"}},"visible":{"$state":"/share/visible"},"children":[]}}
+{"op":"add","path":"/state/share/visible","value":false}
+{"op":"add","path":"/state/job/shareUrl","value":"https://careers.example.com/jobs/senior-product-designer"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..89f29836c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r3.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-details","application-section","share-section"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["job-status","role-title","team-name","role-description"]}}
+{"op":"add","path":"/elements/job-status","value":{"type":"Badge","props":{"text":"Now hiring","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/job/title","value":"Senior Product Designer"}
+{"op":"add","path":"/elements/team-name","value":{"type":"TextContent","props":{"text":{"$template":"Design · ${/job/team} · ${/job/location}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/job/team","value":"Core Product Experience"}
+{"op":"add","path":"/state/job/location","value":"Remote (United States)"}
+{"op":"add","path":"/elements/role-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/job/description","value":"Shape intuitive, inclusive experiences used by growing teams every day. You’ll lead projects from discovery through launch, partner closely with product and engineering, and strengthen our evolving design system."}
+{"op":"add","path":"/elements/job-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["qualifications-card","compensation-card"]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"Main qualifications","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"}},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"q1","text":"5+ years designing polished web or mobile products, with a portfolio showing end-to-end thinking."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"q2","text":"Strong interaction, visual design, prototyping, and information architecture skills."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"q3","text":"Experience conducting research and turning customer insights into clear product decisions."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"q4","text":"Excellent communication and a collaborative approach with product and engineering partners."}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"q5","text":"A practical understanding of accessibility and scalable design systems."}}
+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"start"},"children":["compensation-heading","salary-range","salary-note"]}}
+{"op":"add","path":"/elements/compensation-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-range","value":{"type":"TextContent","props":{"text":{"$state":"/job/salary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/job/salary","value":"$145,000–$180,000 USD"}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":"Annual base salary, plus equity and benefits. Final compensation depends on location, experience, and role scope.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/application-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["application-header","application-form","application-success"]}}
+{"op":"add","path":"/elements/application-header","value":{"type":"CardHeader","props":{"title":"Apply for this role","subtitle":"Tell us who you are and share a link to your résumé. We’ll review every application thoughtfully."},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"design-role-application","fields":["name-control","email-control","resume-control"],"buttons":"application-buttons"},"children":["name-control","email-control","resume-control","application-buttons"]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input"},"children":["name-input"]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","type":"text","placeholder":"Jordan Lee","value":{"$bindState":"/application/name"},"rules":[{"required":true,"message":"Please enter your name."}]},"children":[]}}
+{"op":"add","path":"/state/application/name","value":""}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input"},"children":["email-input"]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"jordan@example.com","value":{"$bindState":"/application/email"},"rules":[{"required":true,"message":"Please enter your email address."},{"type":"email","message":"Enter a valid email address."}]},"children":[]}}
+{"op":"add","path":"/state/application/email","value":""}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Résumé link","input":"resume-input","hint":"Use a public link to your résumé, portfolio, or professional profile."},"children":["resume-input"]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeUrl","type":"url","placeholder":"https://portfolio.example.com/resume","value":{"$bindState":"/application/resumeUrl"},"rules":[{"required":true,"message":"Please provide a résumé link."},{"type":"url","message":"Enter a valid URL."}]},"children":[]}}
+{"op":"add","path":"/state/application/resumeUrl","value":""}
+{"op":"add","path":"/elements/application-buttons","value":{"type":"Buttons","props":{"buttons":["apply-button"],"direction":"row"},"children":["apply-button"]}}
+{"op":"add","path":"/elements/apply-button","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/applicationValidation"}}},"children":[]}}
+{"op":"add","path":"/state/applicationValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/application-success","value":{"type":"Callout","props":{"variant":"success","title":"Application ready","description":"Your details are complete and ready to be submitted to the hiring team."},"visible":{"$state":"/applicationValidation/valid","eq":true},"children":[]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["share-header","share-actions","share-confirmation"]}}
+{"op":"add","path":"/elements/share-header","value":{"type":"CardHeader","props":{"title":"Know a great designer?","subtitle":"Share this opportunity with someone in your network."},"children":[]}}
+{"op":"add","path":"/elements/share-actions","value":{"type":"Buttons","props":{"buttons":["copy-link-button","email-share-button"],"direction":"row"},"children":["copy-link-button","email-share-button"]}}
+{"op":"add","path":"/elements/copy-link-button","value":{"type":"Button","props":{"label":"Copy posting link","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareStatus","value":"copied"}}},"children":[]}}
+{"op":"add","path":"/state/shareStatus","value":""}
+{"op":"add","path":"/elements/email-share-button","value":{"type":"Button","props":{"label":"Share by email","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareStatus","value":"email"}}},"children":[]}}
+{"op":"add","path":"/elements/share-confirmation","value":{"type":"TextCallout","props":{"variant":"success","title":"Posting ready to share","description":{"$cond":{"$state":"/shareStatus","eq":"copied"},"$then":"The posting link has been copied and is ready to paste.","$else":"The posting details are ready to share by email."}},"visible":{"$state":"/shareStatus"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..dc526323d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-job__r4.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-content","application-card","share-card"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["role-status","role-title","role-team","role-meta","role-description"]}}
+{"op":"add","path":"/elements/role-status","value":{"type":"Badge","props":{"text":{"$state":"/job/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/role-team","value":{"type":"TextContent","props":{"text":{"$template":"${/job/team} · ${/job.location}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/role-meta","value":{"type":"TagBlock","props":{"tags":{"$state":"/job/meta"}},"children":[]}}
+{"op":"add","path":"/elements/role-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"status":"Now hiring","title":"Senior Product Designer","team":"Product Design Team","location":"San Francisco, CA · Hybrid","meta":["Full-time","Product Design","Individual Contributor"],"description":"Shape thoughtful, accessible experiences used by growing teams around the world. You’ll partner closely with product, engineering, and research to turn complex workflows into clear, elegant products.","salary":"$155,000–$190,000 USD","salaryNote":"Annual base salary, plus equity and comprehensive benefits."}}
+{"op":"add","path":"/elements/job-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["qualifications-card","compensation-card"]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["qualifications-heading","qualifications-intro","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-intro","value":{"type":"TextContent","props":{"text":"You balance strong craft with systems thinking and collaborative leadership."},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"}},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"q1","text":"6+ years designing polished digital products, with a portfolio showing end-to-end product thinking."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"q2","text":"Expertise in interaction design, visual design, prototyping, and modern design systems."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"q3","text":"A track record of partnering with research, product, and engineering from discovery through launch."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"q4","text":"Excellent communication skills and the ability to explain decisions through customer and business outcomes."}}
+{"op":"add","path":"/state/qualifications/4","value":{"id":"q5","text":"A practical understanding of accessibility and inclusive design standards."}}
+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"start"},"children":["compensation-heading","salary-label","salary-value","salary-note","benefits-heading","benefits-tags"]}}
+{"op":"add","path":"/elements/compensation-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-label","value":{"type":"TextContent","props":{"text":"Base salary range","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/salary-value","value":{"type":"Heading","props":{"text":{"$state":"/job/salary"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/salary-note","value":{"type":"TextContent","props":{"text":{"$state":"/job/salaryNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/benefits-heading","value":{"type":"TextContent","props":{"text":"Highlights","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/benefits-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/benefits"}},"children":[]}}
+{"op":"add","path":"/state/benefits","value":[]}
+{"op":"add","path":"/state/benefits/0","value":"Equity"}
+{"op":"add","path":"/state/benefits/1","value":"Health coverage"}
+{"op":"add","path":"/state/benefits/2","value":"Flexible PTO"}
+{"op":"add","path":"/state/benefits/3","value":"Learning budget"}
+{"op":"add","path":"/elements/application-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["application-heading","application-copy","application-form","application-success"]}}
+{"op":"add","path":"/elements/application-heading","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/application-copy","value":{"type":"TextContent","props":{"text":"Tell us how to reach you and share a public link to your résumé. We review every application thoughtfully."},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"design-role-application","fields":["name-control","email-control","resume-control"],"buttons":"application-buttons"},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input"},"children":[]}}
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+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Know a great designer?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"TextContent","props":{"text":"Share this opportunity with someone who would thrive on the Product Design Team."},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..412374ded
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"sales-check"}
+{"op":"add","path":"/elements/sales-check","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","revenue-trend-card","products-card"]}}
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+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Monthly sales check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/reportPeriod"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/reportPeriod","value":"August 1–18, 2026 · Updated today"}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download numbers","variant":"primary","size":"medium","action":["download-sales-report"]},"children":[]}}
+{"op":"add","path":"/elements/download-sales-report","value":{"type":"InlineCode","props":{"code":"monthly-sales-aug-2026.csv"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["revenue-metric","conversion-metric"]}}
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+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueDisplay"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/revenueChange"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/conversion-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/conversionChange"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/revenue-trend-header","value":{"type":"CardHeader","props":{"title":"Revenue over the last six months","subtitle":"Monthly revenue in USD"},"children":[]}}
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+{"op":"add","path":"/state/topProducts","value":[]}
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+{"op":"add","path":"/state/topProducts/1","value":{"id":"prod-2","rank":2,"name":"Founder Finance Toolkit","category":"Digital toolkit","unitsSold":316}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"prod-3","rank":3,"name":"Sales Playbook Bundle","category":"Training bundle","unitsSold":274}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..07918d865
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,32 @@
+{"op":"add","path":"/root","value":"sales-check"}
+{"op":"add","path":"/elements/sales-check","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header-row","metrics-row","trend-card","products-card"]}}
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+{"op":"add","path":"/state/reportingPeriod","value":"August 2026 performance overview"}
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+{"op":"add","path":"/elements/download-csv","value":{"type":"InlineCode","props":{"code":{"$state":"/downloadFile"}},"children":[]}}
+{"op":"add","path":"/state/downloadFile","value":"monthly-sales-august-2026.csv"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueDisplay"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueDisplay":"$128,450","conversionDisplay":"4.8%"}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"Tag","props":{"text":"Up 12.4% vs. July","icon":"↗","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-label","conversion-value","conversion-note"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion percentage","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/conversionDisplay"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-note","value":{"type":"TextContent","props":{"text":"2,184 purchases from 45,500 qualified sessions","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Six-month revenue movement","subtitle":"Monthly revenue from March through August 2026"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..e31e7ccb5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,36 @@
+{"op":"add","path":"/root","value":"sales-check"}
+{"op":"add","path":"/elements/sales-check","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header-row","metrics-row","revenue-panel","products-panel"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-header","download-button"]}}
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+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download numbers","action":["download"],"variant":"primary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["revenue-metric","conversion-metric"]}}
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+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueFormatted"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueFormatted":"$128,450","conversionFormatted":"4.8%","revenueChange":"+12.6% vs. last month","conversionChange":"+0.7 percentage points vs. last month"}}
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+{"op":"add","path":"/elements/revenue-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenue-chart-header","revenue-chart"]}}
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+{"op":"add","path":"/state/productColumns","value":{"ranks":[],"names":[],"units":[]}}
+{"op":"add","path":"/state/productColumns/ranks/0","value":1}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..dec5e79b8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"sales-check"}
+{"op":"add","path":"/elements/sales-check","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","revenue-trend-card","products-card"]}}
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+{"op":"add","path":"/state/products","value":[]}
+{"op":"add","path":"/state/products/0","value":{"id":"prod-1","rank":"#1","name":"Growth Analytics Pro","units":1248,"detail":"$74,880 revenue"}}
+{"op":"add","path":"/state/products/1","value":{"id":"prod-2","rank":"#2","name":"Founder CRM Suite","units":936,"detail":"$56,160 revenue"}}
+{"op":"add","path":"/state/products/2","value":{"id":"prod-3","rank":"#3","name":"Launch Planner","units":711,"detail":"$35,550 revenue"}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["product-identity","product-units"]}}
+{"op":"add","path":"/elements/product-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["product-rank","product-copy"]}}
+{"op":"add","path":"/elements/product-rank","value":{"type":"Badge","props":{"text":{"$item":"rank"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/product-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["product-name","product-detail"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units sold"},"size":"md","variant":"info"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..5102818e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["standup-header","summary-row","blocked-section","updates-section","post-update-card"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["standup-title","today-date"]}}
+{"op":"add","path":"/elements/standup-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/todayDate}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["team-summary","missing-summary"]}}
+{"op":"add","path":"/elements/team-summary","value":{"type":"TextContent","props":{"text":{"$template":"**${/submittedCount} of ${/teamSize}** teammates have posted"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/state/teamSize","value":6}
+{"op":"add","path":"/elements/missing-summary","value":{"type":"Tag","props":{"text":{"$template":"${/missingCount} updates still missing"},"icon":"clock","size":"lg","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["blocked-heading","blocked-alerts"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked teammates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-alerts","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedTeammates","key":"id"},"children":["blocked-alert"]}}
+{"op":"add","path":"/elements/blocked-alert","value":{"type":"Alert","props":{"title":{"$template":"${name} is blocked"},"description":{"$item":"blocker"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/blockedTeammates","value":[]}
+{"op":"add","path":"/state/blockedTeammates/0","value":{"id":"tm-2","name":"Mateo Silva","blocker":"Waiting for production API credentials from Platform. Needs help from Priya before the release validation can continue."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today's updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-person-row","update-text","update-blocker-callout"]}}
+{"op":"add","path":"/elements/update-person-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["update-person","update-status"]}}
+{"op":"add","path":"/elements/update-person","value":{"type":"CardHeader","props":{"title":{"$item":"name"},"subtitle":{"$template":"${role} · ${time}"}}, "children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"blocked"},"$then":"Blocked","$else":"Posted"},"size":"md","variant":{"$cond":{"$item":"blocked"},"$then":"warning","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/update-text","value":{"type":"TextContent","props":{"text":{"$item":"update"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-blocker-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"up-1","name":"Aisha Khan","role":"Product Designer","time":"08:12 UTC","update":"**Yesterday:** Finalized responsive handoff for onboarding.  \n**Today:** Reviewing the account recovery prototype with Support.  \n**Next:** Document interaction states for engineering.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/1","value":{"id":"up-2","name":"Mateo Silva","role":"Backend Engineer","time":"09:03 UTC","update":"**Yesterday:** Completed the audit-log pagination endpoint.  \n**Today:** Running release validation and adding integration coverage.  \n**Next:** Prepare the service for staging deployment.","blocked":true,"blocker":"Waiting for production API credentials from Platform."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"up-3","name":"Priya Raman","role":"Engineering Manager","time":"09:26 UTC","update":"**Yesterday:** Reviewed the Q3 reliability plan.  \n**Today:** Coordinating the incident drill and unblocking release access.  \n**Next:** Share updated ownership and escalation notes.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/3","value":{"id":"up-4","name":"Noah Williams","role":"Frontend Engineer","time":"10:01 UTC","update":"**Yesterday:** Merged keyboard navigation improvements.  \n**Today:** Fixing mobile layout regressions in settings.  \n**Next:** Pair with Aisha on account recovery states.","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-heading","post-hint","post-form","post-success"]}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"Post your update","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/post-hint","value":{"type":"TextContent","props":{"text":"Share what you completed, what you are doing today, and any blocker the team can help resolve.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Form","props":{"name":"async-standup-update","fields":["own-update-control","own-blocker-control"],"buttons":"post-buttons"},"children":["own-update-control","own-blocker-control","post-buttons"]}}
+{"op":"add","path":"/elements/own-update-control","value":{"type":"FormControl","props":{"label":"Today's status update","input":"own-update-input","hint":"Suggested format: Yesterday / Today / Next"},"children":["own-update-input"]}}
+{"op":"add","path":"/elements/own-update-input","value":{"type":"TextArea","props":{"name":"statusUpdate","placeholder":"Yesterday: …\nToday: …\nNext: …","rows":6,"rules":[{"required":true,"message":"Add a status update before posting."}],"value":{"$bindState":"/draft/update"}},"children":[]}}
+{"op":"add","path":"/state/draft","value":{"update":"","blocker":""}}
+{"op":"add","path":"/elements/own-blocker-control","value":{"type":"FormControl","props":{"label":"Blocker (optional)","input":"own-blocker-input","hint":"Name the dependency or person who can help."},"children":["own-blocker-input"]}}
+{"op":"add","path":"/elements/own-blocker-input","value":{"type":"Input","props":{"name":"blocker","placeholder":"No blocker","type":"text","value":{"$bindState":"/draft/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-update-button"],"direction":"row"},"children":["post-update-button"]}}
+{"op":"add","path":"/elements/post-update-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Remote teammate","time":"Just now","update":{"$state":"/draft/update"},"blocked":false,"blocker":{"$state":"/draft/blocker"}},"clearStatePath":"/draft/update"}}},"children":[]}}
+{"op":"add","path":"/elements/post-success","value":{"type":"Callout","props":{"variant":"info","title":"Async-friendly tip","description":"Post before your local workday ends so teammates in other time zones can respond without waiting."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..895d900a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","summary-row","blocked-section","updates-section","post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","today-date","team-context"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$state":"/today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/team-context","value":{"type":"TextContent","props":{"text":"Product & Engineering · Share progress, plans, and blockers across time zones."},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["submitted-summary","missing-summary"]}}
+{"op":"add","path":"/elements/submitted-summary","value":{"type":"TextContent","props":{"text":{"$template":"**${/submittedCount} of ${/teamSize} updates posted**"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/state/teamSize","value":6}
+{"op":"add","path":"/elements/missing-summary","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} updates still missing"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedTeammates","key":"id"},"children":["blocked-callout"]}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${name} is blocked"},"description":{"$item":"blocker"}},"children":[]}}
+{"op":"add","path":"/state/blockedTeammates","value":[]}
+{"op":"add","path":"/state/blockedTeammates/0","value":{"id":"tm-2","name":"Marcus Chen","blocker":"Waiting for Security to approve the production OAuth redirect URLs. The release cannot proceed until access is granted."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today’s updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/teammates","key":"id"},"children":["teammate-update"]}}
+{"op":"add","path":"/elements/teammate-update","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["teammate-header","teammate-status","teammate-update-text","teammate-blocker-text"]}}
+{"op":"add","path":"/elements/teammate-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["teammate-name","teammate-role"]}}
+{"op":"add","path":"/elements/teammate-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/teammate-role","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/teammate-status","value":{"type":"Tag","props":{"text":{"$item":"statusLabel"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/teammate-update-text","value":{"type":"TextContent","props":{"text":{"$item":"update"}},"children":[]}}
+{"op":"add","path":"/elements/teammate-blocker-text","value":{"type":"TextCallout","props":{"variant":"warning","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/teammates","value":[]}
+{"op":"add","path":"/state/teammates/0","value":{"id":"tm-1","name":"Priya Nair","role":"Product Designer","statusLabel":"Posted · 08:12 UTC","statusVariant":"success","update":"Yesterday: finalized responsive states for onboarding. Today: handing off the annotated prototype and reviewing empty-state copy with Content Design.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/1","value":{"id":"tm-2","name":"Marcus Chen","role":"Backend Engineer","statusLabel":"Blocked · 09:04 UTC","statusVariant":"warning","update":"Yesterday: completed OAuth token rotation and integration tests. Today: preparing the production rollout and monitoring plan.","blocked":true,"blocker":"Waiting for Security to approve the production OAuth redirect URLs."}}
+{"op":"add","path":"/state/teammates/2","value":{"id":"tm-3","name":"Sofia Alvarez","role":"Frontend Engineer","statusLabel":"Posted · 10:27 UTC","statusVariant":"success","update":"Yesterday: merged the dashboard accessibility fixes. Today: implementing keyboard navigation for saved views and adding Playwright coverage.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/3","value":{"id":"tm-4","name":"Noah Williams","role":"Product Manager","statusLabel":"Posted · 11:40 UTC","statusVariant":"success","update":"Yesterday: aligned launch scope with Sales and Support. Today: publishing the rollout brief and confirming beta customer communications.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/4","value":{"id":"tm-5","name":"Amina Okafor","role":"QA Engineer","statusLabel":"Update missing","statusVariant":"neutral","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/5","value":{"id":"tm-6","name":"Liam Park","role":"Data Analyst","statusLabel":"Update missing","statusVariant":"neutral","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-header","post-form","post-confirmation"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Keep it concise: yesterday, today, and any blockers."},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Form","props":{"name":"standup-update","fields":["update-control","blocker-control"],"buttons":"post-buttons"},"children":["update-control","blocker-control","post-buttons"]}}
+{"op":"add","path":"/elements/update-control","value":{"type":"FormControl","props":{"label":"Today’s update","input":"update-input","hint":"What did you finish, and what will you work on next?"},"children":["update-input"]}}
+{"op":"add","path":"/elements/update-input","value":{"type":"TextArea","props":{"name":"update","placeholder":"Yesterday I… Today I’ll…","rows":5,"value":{"$bindState":"/draft/update"},"rules":[{"required":true,"message":"Please enter your standup update."}]},"children":[]}}
+{"op":"add","path":"/state/draft/update","value":""}
+{"op":"add","path":"/elements/blocker-control","value":{"type":"FormControl","props":{"label":"Blockers","input":"blocker-input","hint":"Optional — include what you need and who may be able to help."},"children":["blocker-input"]}}
+{"op":"add","path":"/elements/blocker-input","value":{"type":"TextArea","props":{"name":"blocker","placeholder":"No blockers, or describe what is blocking you…","rows":3,"value":{"$bindState":"/draft/blocker"}},"children":[]}}
+{"op":"add","path":"/state/draft/blocker","value":""}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-button"],"direction":"row"},"children":["post-button"]}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/updatePosted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/post-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Update posted","description":"Your async standup update has been shared with the team."},"visible":{"$state":"/updatePosted"},"children":[]}}
+{"op":"add","path":"/state/updatePosted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..3dd088190
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,49 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["standup-header","summary-row","blocked-section","updates-section","post-update-card"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["standup-title","today-date"]}}
+{"op":"add","path":"/elements/standup-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/todayDate}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["team-progress","missing-count"]}}
+{"op":"add","path":"/elements/team-progress","value":{"type":"Progress","props":{"value":{"$state":"/completionPercent"},"label":{"$template":"${/submittedCount} of ${/teamSize} updates posted"}},"children":[]}}
+{"op":"add","path":"/state/completionPercent","value":67}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/state/teamSize","value":6}
+{"op":"add","path":"/elements/missing-count","value":{"type":"Tag","props":{"text":{"$template":"${/missingCount} updates still missing"},"icon":"clock","size":"lg","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked teammates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedTeammates","key":"id"},"children":["blocked-callout"]}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Alert","props":{"title":{"$template":"${name} is blocked"},"description":{"$item":"blocker"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/blockedTeammates","value":[]}
+{"op":"add","path":"/state/blockedTeammates/0","value":{"id":"tm-2","name":"Mateo Ruiz","blocker":"Waiting for production API credentials from the platform team; checkout verification cannot proceed."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/teammates","key":"id"},"children":["teammate-update"]}}
+{"op":"add","path":"/elements/teammate-update","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["teammate-summary","teammate-status","teammate-blocker"]}}
+{"op":"add","path":"/elements/teammate-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["teammate-name","update-state"]}}
+{"op":"add","path":"/elements/teammate-name","value":{"type":"Heading","props":{"text":{"$template":"${name} · ${role}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/update-state","value":{"type":"Tag","props":{"text":{"$item":"statusLabel"},"size":"sm","variant":{"$item":"statusVariant"}},"children":[]}}
+{"op":"add","path":"/elements/teammate-status","value":{"type":"TextContent","props":{"text":{"$item":"update"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/teammate-blocker","value":{"type":"TextCallout","props":{"variant":"warning","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/teammates","value":[]}
+{"op":"add","path":"/state/teammates/0","value":{"id":"tm-1","name":"Aisha Khan","role":"Product Designer","statusLabel":"Posted","statusVariant":"success","update":"Finalized mobile onboarding flows and shared the prototype for review. Today I’m addressing accessibility notes and preparing handoff specs.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/1","value":{"id":"tm-2","name":"Mateo Ruiz","role":"Backend Engineer","statusLabel":"Blocked","statusVariant":"danger","update":"Completed checkout webhook retries and added integration coverage. Today I’m validating the full payment flow in production.","blocked":true,"blocker":"Waiting for production API credentials from the platform team."}}
+{"op":"add","path":"/state/teammates/2","value":{"id":"tm-3","name":"Priya Shah","role":"Frontend Engineer","statusLabel":"Posted","statusVariant":"success","update":"Shipped the account settings validation changes. Today I’m integrating the new notification preferences endpoint.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/3","value":{"id":"tm-4","name":"Noah Williams","role":"QA Engineer","statusLabel":"Posted","statusVariant":"success","update":"Finished regression testing for release 4.8 and documented two low-priority issues. Today I’m testing notification preferences across browsers.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/4","value":{"id":"tm-5","name":"Elena Petrova","role":"Product Manager","statusLabel":"Missing","statusVariant":"warning","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/5","value":{"id":"tm-6","name":"Jordan Lee","role":"Data Analyst","statusLabel":"Missing","statusVariant":"warning","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-heading","post-guidance","update-form","post-success"]}}
+{"op":"add","path":"/elements/post-heading","value":{"type":"Heading","props":{"text":"Post your update","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/post-guidance","value":{"type":"TextContent","props":{"text":"Share what you completed, what you’re doing today, and any blockers.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/update-form","value":{"type":"Form","props":{"name":"async-standup-update","fields":["update-control","blocker-control"],"buttons":"post-buttons"},"children":["update-control","blocker-control","post-buttons"]}}
+{"op":"add","path":"/elements/update-control","value":{"type":"FormControl","props":{"label":"Today’s update","input":"update-input","hint":"Include yesterday’s progress and today’s focus."},"children":["update-input"]}}
+{"op":"add","path":"/elements/update-input","value":{"type":"TextArea","props":{"name":"standupUpdate","placeholder":"Yesterday I… Today I…","rows":5,"value":{"$bindState":"/myUpdate"},"rules":[{"required":true,"message":"Please enter your standup update."}]},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":""}
+{"op":"add","path":"/elements/blocker-control","value":{"type":"FormControl","props":{"label":"Blockers (optional)","input":"blocker-input","hint":"Name what you need and who may be able to help."},"children":["blocker-input"]}}
+{"op":"add","path":"/elements/blocker-input","value":{"type":"TextArea","props":{"name":"standupBlocker","placeholder":"I’m blocked by…","rows":3,"value":{"$bindState":"/myBlocker"}},"children":[]}}
+{"op":"add","path":"/state/myBlocker","value":""}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-button"],"direction":"row"},"children":["post-button"]}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/formValidation"}}},"children":[]}}
+{"op":"add","path":"/state/formValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/post-success","value":{"type":"Callout","props":{"variant":"success","title":"Update ready","description":"Your standup update passed validation and is ready to share."},"visible":{"$state":"/formValidation/valid","eq":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..367ff7c16
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","summary-row","blocked-section","updates-section","post-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","today-date"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Async Standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/todayDate}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["team-progress","missing-summary"]}}
+{"op":"add","path":"/elements/team-progress","value":{"type":"Progress","props":{"value":{"$state":"/completionPercent"},"label":{"$template":"${/submittedCount} of ${/teamSize} updates posted"}},"children":[]}}
+{"op":"add","path":"/state/completionPercent","value":60}
+{"op":"add","path":"/state/submittedCount","value":3}
+{"op":"add","path":"/state/teamSize","value":5}
+{"op":"add","path":"/elements/missing-summary","value":{"type":"Tag","props":{"text":{"$template":"${/missingCount} updates still missing"},"icon":"clock","size":"lg","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["blocked-heading","blocked-alerts"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-alerts","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedTeammates","key":"id"},"children":["blocked-alert"]}}
+{"op":"add","path":"/elements/blocked-alert","value":{"type":"Alert","props":{"title":{"$template":"${name} is blocked"},"description":{"$item":"blocker"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/blockedTeammates","value":[]}
+{"op":"add","path":"/state/blockedTeammates/0","value":{"id":"tm-2","name":"Mateo Silva","blocker":"Waiting for production OAuth credentials from the security team before the sign-in rollout can continue."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/teammates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-person-row","update-text","blocker-detail"]}}
+{"op":"add","path":"/elements/update-person-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["person-identity","submission-badge"]}}
+{"op":"add","path":"/elements/person-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["person-avatar","person-name-role"]}}
+{"op":"add","path":"/elements/person-avatar","value":{"type":"Avatar","props":{"src":{"$item":"avatar"},"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/person-name-role","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["person-name","person-role"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/submission-badge","value":{"type":"Badge","props":{"text":{"$item":"statusLabel"},"variant":{"$item":"badgeVariant"}},"children":[]}}
+{"op":"add","path":"/elements/update-text","value":{"type":"TextContent","props":{"text":{"$item":"update"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/blocker-detail","value":{"type":"TextCallout","props":{"variant":"warning","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/teammates","value":[]}
+{"op":"add","path":"/state/teammates/0","value":{"id":"tm-1","name":"Aisha Khan","initials":"AK","avatar":"https://i.pravatar.cc/160?img=47","role":"Product Designer · London","statusLabel":"Posted 08:12 UTC","badgeVariant":"secondary","update":"Yesterday: finalized the onboarding prototype and incorporated research feedback. Today: preparing the handoff and documenting responsive states. No blockers.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/1","value":{"id":"tm-2","name":"Mateo Silva","initials":"MS","avatar":"https://i.pravatar.cc/160?img=12","role":"Backend Engineer · São Paulo","statusLabel":"Blocked","badgeVariant":"destructive","update":"Yesterday: completed token refresh handling and added integration tests. Today: connecting the OAuth flow to production and reviewing the audit logs.","blocked":true,"blocker":"Waiting for production OAuth credentials from the security team."}}
+{"op":"add","path":"/state/teammates/2","value":{"id":"tm-3","name":"Priya Raman","initials":"PR","avatar":"https://i.pravatar.cc/160?img=32","role":"Product Manager · Bengaluru","statusLabel":"Posted 06:45 UTC","badgeVariant":"secondary","update":"Yesterday: aligned launch scope with Support and Sales. Today: drafting release notes and confirming the rollout checklist. No blockers.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/3","value":{"id":"tm-4","name":"Noah Williams","initials":"NW","avatar":"https://i.pravatar.cc/160?img=53","role":"Frontend Engineer · Toronto","statusLabel":"Missing","badgeVariant":"outline","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/teammates/4","value":{"id":"tm-5","name":"Elena Rossi","initials":"ER","avatar":"https://i.pravatar.cc/160?img=44","role":"QA Engineer · Rome","statusLabel":"Missing","badgeVariant":"outline","update":"No update posted yet.","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-header","post-form","post-confirmation"]}}
+{"op":"add","path":"/elements/post-header","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Share what you completed, what you are doing today, and any blockers."},"children":[]}}
+{"op":"add","path":"/elements/post-form","value":{"type":"Form","props":{"name":"standup-update","fields":["update-control","blocker-control"],"buttons":"post-buttons"},"children":["update-control","blocker-control","post-buttons"]}}
+{"op":"add","path":"/elements/update-control","value":{"type":"FormControl","props":{"label":"Today's update","input":"update-input","hint":"Include yesterday, today, and any context your teammates need."},"children":["update-input"]}}
+{"op":"add","path":"/elements/update-input","value":{"type":"TextArea","props":{"name":"update","placeholder":"Yesterday I… Today I’ll…","rows":5,"value":{"$bindState":"/draft/update"},"rules":[{"required":true,"message":"Please enter your standup update."}]},"children":[]}}
+{"op":"add","path":"/state/draft","value":{"update":"","blocker":""}}
+{"op":"add","path":"/elements/blocker-control","value":{"type":"FormControl","props":{"label":"Blocker (optional)","input":"blocker-input","hint":"Leave blank if you are not blocked."},"children":["blocker-input"]}}
+{"op":"add","path":"/elements/blocker-input","value":{"type":"Input","props":{"name":"blocker","placeholder":"What is preventing progress?","type":"text","value":{"$bindState":"/draft/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-buttons","value":{"type":"Buttons","props":{"buttons":["post-button"],"direction":"row"},"children":["post-button"]}}
+{"op":"add","path":"/elements/post-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/updatePosted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/post-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Update posted","description":"Your async standup update is now visible to the team."},"visible":{"$state":"/updatePosted"},"children":[]}}
+{"op":"add","path":"/state/updatePosted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..0ca977911
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,28 @@
+{"op":"add","path":"/root","value":"inventory-screen"}
+{"op":"add","path":"/elements/inventory-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","summary-row","search-control","threshold-callout","inventory-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low-inventory warnings","subtitle":"Review items at or below the reorder threshold and replenish stock."},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["low-count","threshold-summary"]}}
+{"op":"add","path":"/elements/low-count","value":{"type":"TextContent","props":{"text":{"$template":"**${/lowItemCount} items** need attention"},"size":"large"},"children":[]}}
+{"op":"add","path":"/state/lowItemCount","value":4}
+{"op":"add","path":"/elements/threshold-summary","value":{"type":"Badge","props":{"text":{"$template":"Warning threshold: ${/warningThreshold} units"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/warningThreshold","value":10}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Search by item name or SKU."},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","type":"text","placeholder":"Search low-inventory items…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Low-stock warning active","description":{"$template":"Items are flagged when remaining inventory reaches ${/warningThreshold} units or fewer."}},"children":[]}}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"repeat":{"statePath":"/lowInventory","key":"id"},"children":["inventory-item"]}}
+{"op":"add","path":"/elements/inventory-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["item-top-row","item-progress","item-reorder-row"]}}
+{"op":"add","path":"/elements/item-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["item-details","remaining-badge"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/remaining-badge","value":{"type":"Badge","props":{"text":{"$template":"${remaining} units left"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/item-progress","value":{"type":"Progress","props":{"value":{"$item":"stockPercent"},"label":{"$template":"${remaining} of ${capacity} units remaining"}},"children":[]}}
+{"op":"add","path":"/elements/item-reorder-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["item-threshold","reorder-button"]}}
+{"op":"add","path":"/elements/item-threshold","value":{"type":"TextContent","props":{"text":{"$template":"Warning threshold: **${threshold} units**"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${name}"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"reorderRequested"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/lowInventory","value":[]}
+{"op":"add","path":"/state/lowInventory/0","value":{"id":"inv-1001","name":"Thermal Receipt Paper","sku":"SUP-TRP-80","category":"Checkout supplies","remaining":3,"threshold":10,"capacity":50,"stockPercent":6,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/1","value":{"id":"inv-1002","name":"Medium Kraft Shopping Bags","sku":"PKG-KRB-M","category":"Packaging","remaining":5,"threshold":10,"capacity":100,"stockPercent":5,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/2","value":{"id":"inv-1003","name":"Organic Oat Milk, 1 L","sku":"BEV-OAT-1L","category":"Beverages","remaining":7,"threshold":10,"capacity":40,"stockPercent":18,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/3","value":{"id":"inv-1004","name":"All-Purpose Cleaner, 750 ml","sku":"CLN-APC-750","category":"Cleaning","remaining":9,"threshold":10,"capacity":60,"stockPercent":15,"reorderRequested":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..544fd9410
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"inventory-screen"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Low inventory","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Review items at or below their warning threshold and reorder stock before it runs out."},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","type":"text","placeholder":"Search by item name or SKU","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Enter an item name or SKU to narrow the list."},"children":[]}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["search-control"]}}
+{"op":"add","path":"/elements/warning-banner","value":{"type":"Alert","props":{"variant":"warning","title":"5 items need attention","description":"These products have reached or fallen below their configured low-stock warning thresholds."},"children":[]}}
+{"op":"add","path":"/elements/list-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/remaining-label","value":{"type":"TextContent","props":{"text":"Remaining","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/remaining-value","value":{"type":"TextContent","props":{"text":{"$template":"${remainingUnits} units"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/remaining-block","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["remaining-label","remaining-value"]}}
+{"op":"add","path":"/elements/threshold-label","value":{"type":"TextContent","props":{"text":"Warning threshold","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/threshold-value","value":{"type":"TextContent","props":{"text":{"$template":"Triggers at ${threshold} units or fewer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/threshold-block","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["threshold-label","threshold-value"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["remaining-block","threshold-block"]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${name}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"reorderRequested"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Reorder requested","description":{"$template":"A replenishment request for ${name} has been queued."}},"visible":{"$item":"reorderRequested"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"start"},"children":["reorder-button","reorder-confirmation"]}}
+{"op":"add","path":"/elements/inventory-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["item-identity","item-details","item-actions"]}}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowInventory","key":"id"},"children":["inventory-item"]}}
+{"op":"add","path":"/state/lowInventory","value":[]}
+{"op":"add","path":"/state/lowInventory/0","value":{"id":"inv-1001","name":"Organic Oat Milk","sku":"DRY-OM-946","category":"Beverages","remainingUnits":3,"threshold":8,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/1","value":{"id":"inv-1002","name":"House Blend Coffee Beans","sku":"COF-HB-1KG","category":"Coffee","remainingUnits":5,"threshold":10,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/2","value":{"id":"inv-1003","name":"Recycled Paper Towels","sku":"HOM-RPT-6PK","category":"Household","remainingUnits":2,"threshold":6,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/3","value":{"id":"inv-1004","name":"Lavender Hand Soap","sku":"CARE-LHS-500","category":"Personal Care","remainingUnits":4,"threshold":7,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventory/4","value":{"id":"inv-1005","name":"Sea Salt Crackers","sku":"SNK-SSC-250","category":"Snacks","remainingUnits":6,"threshold":12,"reorderRequested":false}}
+{"op":"add","path":"/elements/inventory-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["list-heading","inventory-list"]}}
+{"op":"add","path":"/elements/inventory-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","search-card","warning-banner","inventory-content"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..3da13e804
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,23 @@
+{"op":"add","path":"/root","value":"inventory-screen"}
+{"op":"add","path":"/elements/inventory-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","summary","search-control","inventory-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"CardHeader","props":{"title":"Low inventory","subtitle":"Review items at or below the warning threshold and reorder stock."},"children":[]}}
+{"op":"add","path":"/elements/summary","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${/lowInventoryCount} items need attention"},"description":{"$template":"Warnings appear when remaining stock reaches ${/warningThreshold} units or fewer."}},"children":[]}}
+{"op":"add","path":"/state/lowInventoryCount","value":4}
+{"op":"add","path":"/state/warningThreshold","value":10}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","placeholder":"Search by item name or SKU","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search items","input":"search-input","hint":"Enter a product name or SKU to find low-stock items."},"children":[]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/item-units","value":{"type":"Tag","props":{"text":{"$template":"${remainingUnits} units remaining"},"variant":{"$cond":{"$state":"/warningThreshold","gt":5},"$then":"warning","$else":"danger"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/item-threshold","value":{"type":"TextContent","props":{"text":{"$template":"Warning threshold: ${/warningThreshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${name}"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"reorderStatePath"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-confirmation","value":{"type":"TextCallout","props":{"variant":"success","title":"Reorder requested","description":{"$template":"A replenishment request for ${name} has been queued."}},"visible":{"$item":"reorderRequested"},"children":[]}}
+{"op":"add","path":"/elements/inventory-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"stretch"},"children":["item-name","item-sku","item-category","item-units","item-threshold","reorder-button","reorder-confirmation"]}}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m","align":"stretch"},"repeat":{"statePath":"/lowInventoryItems","key":"id"},"children":["inventory-item"]}}
+{"op":"add","path":"/state/lowInventoryItems","value":[]}
+{"op":"add","path":"/state/lowInventoryItems/0","value":{"id":"inv-101","name":"Thermal Shipping Labels","sku":"LBL-4X6-500","category":"Shipping","remainingUnits":3,"reorderRequested":false,"reorderStatePath":"/lowInventoryItems/0/reorderRequested"}}
+{"op":"add","path":"/state/lowInventoryItems/1","value":{"id":"inv-102","name":"Matte Black Travel Mug","sku":"MUG-BLK-16","category":"Drinkware","remainingUnits":5,"reorderRequested":false,"reorderStatePath":"/lowInventoryItems/1/reorderRequested"}}
+{"op":"add","path":"/state/lowInventoryItems/2","value":{"id":"inv-103","name":"Organic Cotton Tote","sku":"TOTE-NAT-01","category":"Accessories","remainingUnits":7,"reorderRequested":false,"reorderStatePath":"/lowInventoryItems/2/reorderRequested"}}
+{"op":"add","path":"/state/lowInventoryItems/3","value":{"id":"inv-104","name":"Cedarwood Candle","sku":"CNDL-CED-08","category":"Home","remainingUnits":9,"reorderRequested":false,"reorderStatePath":"/lowInventoryItems/3/reorderRequested"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..4db522f59
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"inventory-screen"}
+{"op":"add","path":"/elements/inventory-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["page-header","summary-row","search-card","inventory-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Low-inventory warnings","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Review items at or below their warning threshold and create reorders before stock runs out."},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["alert-summary","threshold-summary"]}}
+{"op":"add","path":"/elements/alert-summary","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${/lowInventoryCount} items need attention"},"description":"Prioritize critically low products and submit reorders from the list below."},"children":[]}}
+{"op":"add","path":"/state/lowInventoryCount","value":4}
+{"op":"add","path":"/elements/threshold-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["threshold-label","threshold-value"]}}
+{"op":"add","path":"/elements/threshold-label","value":{"type":"TextContent","props":{"text":"Default warning threshold","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/threshold-value","value":{"type":"Heading","props":{"text":{"$template":"${/defaultThreshold} units"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/defaultThreshold","value":10}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["search-control","search-hint"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search inventory","input":"search-input","hint":"Search by item name, SKU, or supplier."},"children":["search-input"]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","type":"text","placeholder":"Search low-stock items…","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/search-hint","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/searchQuery"},"$then":{"$template":"Searching for “${/searchQuery}”"},"$else":"Showing all current low-inventory warnings."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/inventory-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["inventory-heading","inventory-list"]}}
+{"op":"add","path":"/elements/inventory-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/inventory-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowInventoryItems","key":"id"},"children":["inventory-item"]}}
+{"op":"add","path":"/elements/inventory-item","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["item-top-row","stock-progress","item-details","reorder-button","reorder-confirmation"]}}
+{"op":"add","path":"/elements/item-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["item-identity","stock-status"]}}
+{"op":"add","path":"/elements/item-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · Supplier: ${supplier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-status","value":{"type":"Tag","props":{"text":{"$template":"${remainingUnits} units left"},"variant":{"$cond":{"$item":"critical"},"$then":"danger","$else":"warning"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/stock-progress","value":{"type":"Progress","props":{"value":{"$item":"stockPercent"},"label":{"$template":"${remainingUnits} of ${threshold} threshold units remaining"}},"children":[]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","wrap":true},"children":["remaining-detail","threshold-detail","reorder-detail"]}}
+{"op":"add","path":"/elements/remaining-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Remaining:** ${remainingUnits} units"}},"children":[]}}
+{"op":"add","path":"/elements/threshold-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Warning threshold:** ${threshold} units"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Suggested reorder:** ${reorderQuantity} units"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${reorderQuantity} units"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"reorderRequested"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-confirmation","value":{"type":"Alert","props":{"title":"Reorder requested","description":{"$template":"A reorder request for ${reorderQuantity} units of ${name} is ready for purchasing review."},"variant":"success"},"visible":{"$item":"reorderRequested"},"children":[]}}
+{"op":"add","path":"/state/lowInventoryItems","value":[]}
+{"op":"add","path":"/state/lowInventoryItems/0","value":{"id":"inv-1001","name":"Thermal Receipt Paper","sku":"TRP-80-W","supplier":"Northstar Paper Co.","remainingUnits":3,"threshold":12,"reorderQuantity":48,"stockPercent":25,"critical":true,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventoryItems/1","value":{"id":"inv-1002","name":"Medium Shipping Boxes","sku":"BOX-M-25","supplier":"PackRight Supply","remainingUnits":7,"threshold":15,"reorderQuantity":75,"stockPercent":47,"critical":false,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventoryItems/2","value":{"id":"inv-1003","name":"Matte Black Gift Bags","sku":"GB-MB-12","supplier":"Evergreen Packaging","remainingUnits":2,"threshold":10,"reorderQuantity":40,"stockPercent":20,"critical":true,"reorderRequested":false}}
+{"op":"add","path":"/state/lowInventoryItems/3","value":{"id":"inv-1004","name":"All-Purpose Surface Cleaner","sku":"CLN-AP-1L","supplier":"BrightWorks Wholesale","remainingUnits":6,"threshold":8,"reorderQuantity":24,"stockPercent":75,"critical":false,"reorderRequested":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..6a14afffc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r1.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"morning-view"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Support morning view","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Tuesday, August 18 · Live queue overview","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/new-ticket-dialog-title","value":{"type":"TextContent","props":{"text":"Capture the customer’s issue and assign an initial priority."},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief issue summary","value":{"$bindState":"/newTicket/subject"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket/subject","value":""}
+{"op":"add","path":"/elements/new-ticket-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"new-ticket-subject"},"children":[]}}
+{"op":"add","path":"/elements/priority-high-option","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium-option","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-low-option","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority","value":{"type":"Select","props":{"name":"priority","items":["priority-high-option","priority-medium-option","priority-low-option"],"placeholder":"Choose priority","value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/state/newTicket/priority","value":"Medium"}
+{"op":"add","path":"/elements/new-ticket-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-description","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue and customer impact","rows":5,"value":{"$bindState":"/newTicket/description"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket/description","value":""}
+{"op":"add","path":"/elements/new-ticket-description-control","value":{"type":"FormControl","props":{"label":"Description","input":"new-ticket-description"},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newTicketValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"buttons":["create-ticket-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"new-ticket","buttons":"new-ticket-buttons","fields":["new-ticket-subject-control","new-ticket-priority-control","new-ticket-description-control"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["new-ticket-dialog-title","new-ticket-form"]}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new ticket","title":"New support ticket","description":"Create and triage a new customer request.","content":["new-ticket-content"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/openTickets","value":"47"}
+{"op":"add","path":"/elements/open-note","value":{"type":"TextContent","props":{"text":"8 need assignment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/open-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["open-label","open-value","open-note"]}}
+{"op":"add","path":"/elements/response-label","value":{"type":"TextContent","props":{"text":"Average first response","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageFirstResponse","value":"18 min"}
+{"op":"add","path":"/elements/response-note","value":{"type":"TextContent","props":{"text":"2 min faster than yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/response-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["response-label","response-value","response-note"]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["open-metric","response-metric"]}}
+{"op":"add","path":"/elements/recent-title","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/filter-all","value":{"type":"Button","props":{"label":"All tickets","variant":{"$cond":{"$state":"/highPriorityOnly","eq":false},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/filter-high","value":{"type":"Button","props":{"label":"High priority only","variant":{"$cond":{"$state":"/highPriorityOnly","eq":true},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["filter-all","filter-high"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/recent-toolbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["recent-title","filter-buttons"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-subject","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":{"$cond":{"$item":"priority","eq":"Medium"},"$then":"warning","$else":"neutral"}},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["ticket-summary","ticket-priority"]}}
+{"op":"add","path":"/elements/all-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/recentTickets","key":"id"},"visible":{"$state":"/highPriorityOnly","eq":false},"children":["ticket-row"]}}
+{"op":"add","path":"/state/recentTickets","value":[]}
+{"op":"add","path":"/state/recentTickets/0","value":{"id":"SUP-2847","subject":"Checkout fails after applying a gift card","customer":"Northstar Outfitters","createdAt":"8:42 AM","priority":"High"}}
+{"op":"add","path":"/state/recentTickets/1","value":{"id":"SUP-2846","subject":"Unable to export the July usage report","customer":"Beacon Analytics","createdAt":"8:31 AM","priority":"Medium"}}
+{"op":"add","path":"/state/recentTickets/2","value":{"id":"SUP-2845","subject":"Account locked after SSO migration","customer":"Redwood Health","createdAt":"8:18 AM","priority":"High"}}
+{"op":"add","path":"/state/recentTickets/3","value":{"id":"SUP-2844","subject":"Update billing contact for renewal","customer":"Harbor & Co.","createdAt":"8:05 AM","priority":"Low"}}
+{"op":"add","path":"/state/recentTickets/4","value":{"id":"SUP-2843","subject":"Webhook deliveries delayed by 20 minutes","customer":"Atlas Logistics","createdAt":"7:54 AM","priority":"High"}}
+{"op":"add","path":"/elements/high-ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${createdAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["high-ticket-subject","high-ticket-meta"]}}
+{"op":"add","path":"/elements/high-ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["high-ticket-summary","high-ticket-priority"]}}
+{"op":"add","path":"/elements/high-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"visible":{"$state":"/highPriorityOnly","eq":true},"children":["high-ticket-row"]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"SUP-2847","subject":"Checkout fails after applying a gift card","customer":"Northstar Outfitters","createdAt":"8:42 AM","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"SUP-2845","subject":"Account locked after SSO migration","customer":"Redwood Health","createdAt":"8:18 AM","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"SUP-2843","subject":"Webhook deliveries delayed by 20 minutes","customer":"Atlas Logistics","createdAt":"7:54 AM","priority":"High"}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["recent-toolbar","all-ticket-list","high-ticket-list"]}}
+{"op":"add","path":"/elements/morning-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","metrics","recent-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..00d4526c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r2.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"support-dashboard"}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Support morning overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Tuesday, August 18 · Live queue snapshot","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/new-ticket-button","value":{"type":"Button","props":{"label":"Open new ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newTicketOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/state/newTicketOpen","value":false}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","new-ticket-button"]}}
+{"op":"add","path":"/elements/open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":"47","averageFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/open-context","value":{"type":"Badge","props":{"text":"8 need attention","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/open-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-label","open-value","open-context"]}}
+{"op":"add","path":"/elements/response-label","value":{"type":"TextContent","props":{"text":"Average first-response time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/response-context","value":{"type":"Badge","props":{"text":"Within 30 min target","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/response-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["response-label","response-value","response-context"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["open-metric","response-metric"]}}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recent-description","value":{"type":"TextContent","props":{"text":"Newest customer requests across the support queue.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/recent-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["recent-heading","recent-description"]}}
+{"op":"add","path":"/elements/all-filter","value":{"type":"Button","props":{"label":"All tickets","variant":{"$cond":{"$state":"/highPriorityOnly","eq":false},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/high-filter","value":{"type":"Button","props":{"label":"High priority only","variant":{"$cond":{"$state":"/highPriorityOnly"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["all-filter","high-filter"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/recent-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["recent-copy","filter-buttons"]}}
+{"op":"add","path":"/elements/ticket-title-all","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta-all","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${requester} · ${received}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-summary-all","value":{"type":"TextContent","props":{"text":{"$item":"summary"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority-all","value":{"type":"Badge","props":{"text":{"$template":"${priority} priority"},"variant":{"$cond":{"$item":"isHigh"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/ticket-row-all","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["ticket-title-all","ticket-meta-all","ticket-summary-all","ticket-priority-all"]}}
+{"op":"add","path":"/elements/all-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/recentTickets","key":"id"},"visible":{"$state":"/highPriorityOnly","eq":false},"children":["ticket-row-all"]}}
+{"op":"add","path":"/state/recentTickets","value":[]}
+{"op":"add","path":"/state/recentTickets/0","value":{"id":"SUP-1842","subject":"Unable to export quarterly report","requester":"Maya Chen","received":"8:42 AM","summary":"The CSV export stalls at 90% for the finance workspace.","priority":"High","isHigh":true}}
+{"op":"add","path":"/state/recentTickets/1","value":{"id":"SUP-1841","subject":"Add a teammate to the billing portal","requester":"Owen Brooks","received":"8:31 AM","summary":"An account administrator needs to grant billing access to a new colleague.","priority":"Medium","isHigh":false}}
+{"op":"add","path":"/state/recentTickets/2","value":{"id":"SUP-1840","subject":"SSO login loop after certificate update","requester":"Priya Nair","received":"8:17 AM","summary":"Employees are redirected back to the sign-in page after authentication.","priority":"High","isHigh":true}}
+{"op":"add","path":"/state/recentTickets/3","value":{"id":"SUP-1839","subject":"Clarification on data retention settings","requester":"Lucas Martin","received":"7:58 AM","summary":"The customer wants confirmation of retention behavior after plan changes.","priority":"Low","isHigh":false}}
+{"op":"add","path":"/state/recentTickets/4","value":{"id":"SUP-1838","subject":"Webhook deliveries failing with 503","requester":"Amara Okafor","received":"7:46 AM","summary":"Production webhook attempts have failed repeatedly since early morning.","priority":"High","isHigh":true}}
+{"op":"add","path":"/elements/ticket-title-high","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta-high","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${requester} · ${received}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-summary-high","value":{"type":"TextContent","props":{"text":{"$item":"summary"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority-high","value":{"type":"Badge","props":{"text":"High priority","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/ticket-row-high","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["ticket-title-high","ticket-meta-high","ticket-summary-high","ticket-priority-high"]}}
+{"op":"add","path":"/elements/high-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"visible":{"$state":"/highPriorityOnly"},"children":["ticket-row-high"]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"SUP-1842","subject":"Unable to export quarterly report","requester":"Maya Chen","received":"8:42 AM","summary":"The CSV export stalls at 90% for the finance workspace.","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"SUP-1840","subject":"SSO login loop after certificate update","requester":"Priya Nair","received":"8:17 AM","summary":"Employees are redirected back to the sign-in page after authentication.","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/2","value":{"id":"SUP-1838","subject":"Webhook deliveries failing with 503","requester":"Amara Okafor","received":"7:46 AM","summary":"Production webhook attempts have failed repeatedly since early morning.","priority":"High"}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["recent-header","all-ticket-list","high-ticket-list"]}}
+{"op":"add","path":"/elements/new-ticket-heading","value":{"type":"Heading","props":{"text":"Open a new ticket","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-help","value":{"type":"TextContent","props":{"text":"Capture a customer request and add it to the queue.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Brief issue summary","type":"text","value":{"$bindState":"/newTicket/subject"},"rules":[{"required":true,"message":"Subject is required"}]},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","requester":"","description":""}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input"},"children":[]}}
+{"op":"add","path":"/elements/requester-input","value":{"type":"Input","props":{"name":"requester","placeholder":"Customer name or email","type":"text","value":{"$bindState":"/newTicket/requester"},"rules":[{"required":true,"message":"Requester is required"}]},"children":[]}}
+{"op":"add","path":"/elements/requester-control","value":{"type":"FormControl","props":{"label":"Requester","input":"requester-input"},"children":[]}}
+{"op":"add","path":"/elements/description-input","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue and any troubleshooting already attempted","rows":4,"value":{"$bindState":"/newTicket/description"},"rules":[{"required":true,"message":"Description is required"}]},"children":[]}}
+{"op":"add","path":"/elements/description-control","value":{"type":"FormControl","props":{"label":"Description","input":"description-input"},"children":[]}}
+{"op":"add","path":"/elements/cancel-ticket","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newTicketOpen","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/submit-ticket","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newTicketValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["cancel-ticket","submit-ticket"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"new-ticket","buttons":"form-buttons","fields":["subject-control","requester-control","description-control"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/newTicketOpen"},"children":["new-ticket-heading","new-ticket-help","new-ticket-form"]}}
+{"op":"add","path":"/elements/support-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","metrics-row","new-ticket-panel","recent-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..65e78b783
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r3.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"support-dashboard"}
+{"op":"add","path":"/elements/support-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["dashboard-header","metrics-row","filter-row","recent-section","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["morning-heading","morning-subtitle"]}}
+{"op":"add","path":"/elements/morning-heading","value":{"type":"Heading","props":{"text":"Good morning, Support","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/morning-subtitle","value":{"type":"TextContent","props":{"text":"Here’s the latest snapshot of your support queue.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["open-metric","response-metric"]}}
+{"op":"add","path":"/elements/open-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-label","open-value","open-context"]}}
+{"op":"add","path":"/elements/open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":"42","averageFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/open-context","value":{"type":"Badge","props":{"text":"6 awaiting assignment","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/response-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["response-label","response-value","response-context"]}}
+{"op":"add","path":"/elements/response-label","value":{"type":"TextContent","props":{"text":"Average first response","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/response-context","value":{"type":"Badge","props":{"text":"Within 30 min SLA","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/filter-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["filter-copy","priority-filter"]}}
+{"op":"add","path":"/elements/filter-copy","value":{"type":"TextContent","props":{"text":"Narrow the queue to urgent work","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/priority-filter","value":{"type":"SwitchGroup","props":{"name":"priority-filter","items":["high-priority-switch"],"variant":"clear","value":{"$bindState":"/filters/highPriorityOnly"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"highPriorityOnly":[]}}
+{"op":"add","path":"/elements/high-priority-switch","value":{"type":"SwitchItem","props":{"name":"high-only","label":"High priority only","description":"Show only tickets requiring immediate attention"},"children":[]}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["recent-header","all-ticket-list","high-ticket-list"]}}
+{"op":"add","path":"/elements/recent-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["recent-heading","recent-count"]}}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recent-count","value":{"type":"Badge","props":{"text":"Latest activity","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/all-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"visible":{"$state":"/filters/highPriorityOnly","not":true},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["ticket-details","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-title","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-title","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${received}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"priorityVariant"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TKT-1842","subject":"Checkout fails after applying a discount code","customer":"Northstar Retail","received":"8:42 AM","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TKT-1841","subject":"Unable to export the monthly usage report","customer":"Brightline Analytics","received":"8:27 AM","priority":"Medium","priorityVariant":"warning"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TKT-1840","subject":"SSO login loops back to the sign-in page","customer":"Acme Health","received":"8:11 AM","priority":"High","priorityVariant":"danger"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TKT-1839","subject":"Question about adding seats mid-cycle","customer":"Juniper Labs","received":"7:54 AM","priority":"Low","priorityVariant":"neutral"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TKT-1838","subject":"Webhook delivery delayed for order events","customer":"Harbor Commerce","received":"7:38 AM","priority":"Medium","priorityVariant":"warning"}}
+{"op":"add","path":"/elements/high-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/highPriorityTickets","key":"id"},"visible":{"$state":"/filters/highPriorityOnly},"children":["high-ticket-row"]}}
+{"op":"add","path":"/elements/high-ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["high-ticket-details","high-ticket-priority"]}}
+{"op":"add","path":"/elements/high-ticket-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["high-ticket-title","high-ticket-meta"]}}
+{"op":"add","path":"/elements/high-ticket-title","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${customer} · ${received}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/highPriorityTickets","value":[]}
+{"op":"add","path":"/state/highPriorityTickets/0","value":{"id":"TKT-1842","subject":"Checkout fails after applying a discount code","customer":"Northstar Retail","received":"8:42 AM","priority":"High"}}
+{"op":"add","path":"/state/highPriorityTickets/1","value":{"id":"TKT-1840","subject":"SSO login loops back to the sign-in page","customer":"Acme Health","received":"8:11 AM","priority":"High"}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new ticket","title":"Open a new support ticket","description":"Capture the customer’s issue and assign its initial priority.","content":["new-ticket-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"new-ticket","fields":["subject-control","customer-control","priority-control","details-control"],"buttons":"new-ticket-buttons"},"children":[]}}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input","hint":"Summarize the issue in one sentence."},"children":[]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Customer cannot complete checkout","type":"text","value":{"$bindState":"/newTicket/subject"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","customer":"","priority":"Medium","details":""}}
+{"op":"add","path":"/elements/customer-control","value":{"type":"FormControl","props":{"label":"Customer or account","input":"customer-input"},"children":[]}}
+{"op":"add","path":"/elements/customer-input","value":{"type":"Input","props":{"name":"customer","placeholder":"Account name","type":"text","value":{"$bindState":"/newTicket/customer"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"priority-select"},"children":[]}}
+{"op":"add","path":"/elements/priority-select","value":{"type":"Select","props":{"name":"priority","items":["priority-low","priority-medium","priority-high"],"value":{"$bindState":"/newTicket/priority"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Issue details","input":"details-input","hint":"Include impact, troubleshooting, and any relevant context."},"children":[]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe what the customer is experiencing…","rows":5,"value":{"$bindState":"/newTicket/details"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"buttons":["create-ticket-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newTicketValidation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..fd3385251
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b2-support__r4.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"morning-view"}
+{"op":"add","path":"/elements/morning-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","metrics","toolbar","ticket-list"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["header-copy","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"CardHeader","props":{"title":"Good morning, Support","subtitle":"Here’s the latest snapshot of your queue."},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new ticket","title":"Open a new support ticket","description":"Capture the request and add it to the support queue.","content":["new-ticket-form"],"triggerVariant":"default"},"children":["new-ticket-form"]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"new-ticket","fields":["requester-control","subject-control","priority-control","details-control"],"buttons":"new-ticket-buttons"},"children":["requester-control","subject-control","priority-control","details-control","new-ticket-buttons"]}}
+{"op":"add","path":"/elements/requester-control","value":{"type":"FormControl","props":{"label":"Requester email","input":"requester-input"},"children":["requester-input"]}}
+{"op":"add","path":"/elements/requester-input","value":{"type":"Input","props":{"name":"requesterEmail","type":"email","placeholder":"customer@company.com","value":{"$bindState":"/newTicket/requesterEmail"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket/requesterEmail","value":""}
+{"op":"add","path":"/elements/subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"subject-input"},"children":["subject-input"]}}
+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","type":"text","placeholder":"Briefly describe the issue","value":{"$bindState":"/newTicket/subject"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket/subject","value":""}
+{"op":"add","path":"/elements/priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"priority-select"},"children":["priority-select"]}}
+{"op":"add","path":"/elements/priority-select","value":{"type":"Select","props":{"name":"priority","items":["priority-low","priority-medium","priority-high"],"value":{"$bindState":"/newTicket/priority"},"size":"medium"},"children":["priority-low","priority-medium","priority-high"]}}
+{"op":"add","path":"/state/newTicket/priority","value":"Medium"}
+{"op":"add","path":"/elements/priority-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/details-control","value":{"type":"FormControl","props":{"label":"Details","input":"details-input","hint":"Include impact, troubleshooting completed, and any relevant context."},"children":["details-input"]}}
+{"op":"add","path":"/elements/details-input","value":{"type":"TextArea","props":{"name":"details","placeholder":"Describe the customer’s issue…","rows":5,"value":{"$bindState":"/newTicket/details"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newTicket/details","value":""}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"buttons":["create-ticket-button"],"direction":"row"},"children":["create-ticket-button"]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","number":"NEW","subject":{"$state":"/newTicket/subject"},"requester":{"$state":"/newTicket/requesterEmail"},"priority":{"$state":"/newTicket/priority"},"status":"Open","received":"Just now","details":{"$state":"/newTicket/details"}},"clearStatePath":"/newTicket/subject"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["open-metric","response-metric"]}}
+{"op":"add","path":"/elements/open-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["open-label","open-value","open-context"]}}
+{"op":"add","path":"/elements/open-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/openTickets","value":"42"}
+{"op":"add","path":"/elements/open-context","value":{"type":"TextContent","props":{"text":"8 awaiting first response","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/response-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["response-label","response-value","response-context"]}}
+{"op":"add","path":"/elements/response-label","value":{"type":"TextContent","props":{"text":"Average first-response time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageFirstResponse","value":"18 min"}
+{"op":"add","path":"/elements/response-context","value":{"type":"TextContent","props":{"text":"Within the 30-minute team target","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/toolbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["recent-heading","priority-filter"]}}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/priority-filter","value":{"type":"SwitchGroup","props":{"name":"ticket-priority-filter","items":["high-priority-switch"],"variant":"sunk","value":{"$bindState":"/filters/priority"}},"children":["high-priority-switch"]}}
+{"op":"add","path":"/state/filters/priority","value":[]}
+{"op":"add","path":"/elements/high-priority-switch","value":{"type":"SwitchItem","props":{"label":"High priority only","description":"Narrow the queue to urgent requests","name":"high","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/ticket-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"t-1048","number":"#1048","subject":"Checkout payments failing for EU customers","requester":"Maya Chen · Northstar Retail","priority":"High","status":"Open","received":"8:42 AM","details":"Customers receive a payment authorization error at checkout."}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"t-1047","number":"#1047","subject":"Unable to export quarterly usage report","requester":"Jon Bell · Acme Analytics","priority":"Medium","status":"Open","received":"8:31 AM","details":"CSV export remains queued and never completes."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"t-1046","number":"#1046","subject":"SSO login loop after identity provider update","requester":"Priya Shah · Lumon Health","priority":"High","status":"Open","received":"8:17 AM","details":"Employees return to the sign-in screen after authentication."}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"t-1045","number":"#1045","subject":"Add two administrators to workspace","requester":"Owen Brooks · Fieldstone","priority":"Low","status":"Open","received":"7:58 AM","details":"Requester needs help assigning administrator permissions."}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"t-1044","number":"#1044","subject":"API requests returning intermittent 503 errors","requester":"Elena García · Orbit Systems","priority":"High","status":"Open","received":"7:44 AM","details":"Production integration reports elevated service errors."}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-main","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-title","ticket-requester"]}}
+{"op":"add","path":"/elements/ticket-title","value":{"type":"TextContent","props":{"text":{"$template":"${number} · ${subject}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-requester","value":{"type":"TextContent","props":{"text":{"$item":"requester"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"end"},"children":["ticket-time","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-time","value":{"type":"TextContent","props":{"text":{"$item":"received"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"size":"md","variant":{"$cond":{"$item":"priority","eq":"High"},"$then":"danger","$else":"neutral"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..e6ab31dc1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"clinic-day-view"}
+{"op":"add","path":"/elements/clinic-day-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","date-navigation","metrics-row","next-patient","workspace-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Clinic Reception — Day View","subtitle":{"$template":"${/clinicName} • ${/selectedDateLabel}"}},"children":[]}}
+{"op":"add","path":"/state/clinicName","value":"Riverside Family Clinic"}
+{"op":"add","path":"/state/selectedDateLabel","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/date-navigation","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["previous-day","current-day","next-day"]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDateLabel","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/current-day","value":{"type":"Heading","props":{"text":{"$state":"/selectedDateLabel"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDateLabel","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["expected-metric","no-show-metric","free-rooms-metric"]}}
+{"op":"add","path":"/elements/expected-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Patients expected today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$template":"${/expectedPatients} patients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":8}
+{"op":"add","path":"/elements/no-show-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["no-show-label","no-show-value"]}}
+{"op":"add","path":"/elements/no-show-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/no-show-value","value":{"type":"Heading","props":{"text":{"$template":"${/noShowRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":7.4}
+{"op":"add","path":"/elements/free-rooms-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["free-rooms-label","free-rooms-count","free-rooms-tags"]}}
+{"op":"add","path":"/elements/free-rooms-label","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/free-rooms-count","value":{"type":"Heading","props":{"text":{"$template":"${/freeRoomCount} available"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/freeRoomCount","value":3}
+{"op":"add","path":"/elements/free-rooms-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/freeRooms"}},"children":[]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":"Room 2"}
+{"op":"add","path":"/state/freeRooms/1","value":"Room 4"}
+{"op":"add","path":"/state/freeRooms/2","value":"Consult A"}
+{"op":"add","path":"/elements/next-patient","value":{"type":"Callout","props":{"variant":"info","title":"Next patient to call","description":{"$template":"${/nextPatient/time} — ${/nextPatient/name} • ${/nextPatient/visitType} • ${/nextPatient/room}"}},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Marcus Lee","time":"9:30 AM","visitType":"Annual physical","room":"Room 2"}}
+{"op":"add","path":"/elements/workspace-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["appointments-panel","check-in-panel"]}}
+{"op":"add","path":"/elements/appointments-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointments-header","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-header","value":{"type":"CardHeader","props":{"title":"Today's appointments","subtitle":"Schedule, arrival status, and assigned room"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["appointment-details","appointment-status"]}}
+{"op":"add","path":"/elements/appointment-details","value":{"type":"TextContent","props":{"text":{"$template":"**${time} — ${patientName}**\n${visitType} • ${provider} • ${room}"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/selectedDateLabel","eq":"Tuesday, August 18, 2026"},"$then":"info","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-101","time":"8:00 AM","patientName":"Elena Garcia","visitType":"Follow-up","provider":"Dr. Patel","room":"Room 1","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-102","time":"8:45 AM","patientName":"Thomas Reed","visitType":"Medication review","provider":"Dr. Nguyen","room":"Room 3","status":"With clinician"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-103","time":"9:30 AM","patientName":"Marcus Lee","visitType":"Annual physical","provider":"Dr. Patel","room":"Room 2","status":"Waiting"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-104","time":"10:15 AM","patientName":"Priya Shah","visitType":"New patient consult","provider":"Dr. Nguyen","room":"Room 4","status":"Expected"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-105","time":"11:00 AM","patientName":"Noah Williams","visitType":"Vaccination","provider":"Nurse Carter","room":"Consult A","status":"Expected"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-106","time":"1:00 PM","patientName":"Amelia Brooks","visitType":"Follow-up","provider":"Dr. Patel","room":"Room 1","status":"Expected"}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"apt-107","time":"2:15 PM","patientName":"Samuel Ortiz","visitType":"Lab results review","provider":"Dr. Nguyen","room":"Room 3","status":"Expected"}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"apt-108","time":"3:30 PM","patientName":"Grace Kim","visitType":"Wellness visit","provider":"Dr. Patel","room":"Room 2","status":"Expected"}}
+{"op":"add","path":"/elements/check-in-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["check-in-header","check-in-name-control","check-in-time-control","check-in-button","check-in-success"]}}
+{"op":"add","path":"/elements/check-in-header","value":{"type":"CardHeader","props":{"title":"Check in a patient","subtitle":"Confirm the patient and appointment time"},"children":[]}}
+{"op":"add","path":"/elements/check-in-name-control","value":{"type":"FormControl","props":{"label":"Patient name","input":"check-in-name","hint":"Enter the name as shown on the schedule."},"children":["check-in-name"]}}
+{"op":"add","path":"/elements/check-in-name","value":{"type":"Input","props":{"name":"patientName","placeholder":"e.g. Priya Shah","type":"text","value":{"$bindState":"/checkIn/name"}},"children":[]}}
+{"op":"add","path":"/state/checkIn","value":{"name":"","time":"","confirmed":false}}
+{"op":"add","path":"/elements/check-in-time-control","value":{"type":"FormControl","props":{"label":"Appointment time","input":"check-in-time","hint":"Use the scheduled time, such as 10:15 AM."},"children":["check-in-time"]}}
+{"op":"add","path":"/elements/check-in-time","value":{"type":"Input","props":{"name":"appointmentTime","placeholder":"e.g. 10:15 AM","type":"text","value":{"$bindState":"/checkIn/time"}},"children":[]}}
+{"op":"add","path":"/elements/check-in-button","value":{"type":"Button","props":{"label":"Check patient in","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkIn/confirmed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/check-in-success","value":{"type":"Callout","props":{"variant":"success","title":"Patient checked in","description":{"$template":"${/checkIn/name} has been marked as arrived for ${/checkIn/time}."}},"visible":{"$state":"/checkIn/confirmed"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..7d990e12a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"clinic-day-view"}
+{"op":"add","path":"/elements/clinic-day-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["page-header","day-navigation","metrics-row","operations-row","appointments-section","checkin-dialog"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-title","clinic-status"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"CardHeader","props":{"title":"Reception desk · Day view","subtitle":{"$template":"${/clinicName} · ${/selectedDateLabel}"}},"children":[]}}
+{"op":"add","path":"/state/clinicName","value":"Harbor Family Clinic"}
+{"op":"add","path":"/state/selectedDateLabel","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/clinic-status","value":{"type":"Tag","props":{"text":"Clinic open","icon":"●","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/day-navigation","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["previous-day","current-day","next-day"]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDateLabel","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/current-day","value":{"type":"Heading","props":{"text":{"$state":"/selectedDateLabel"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDateLabel","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["expected-card","noshow-card","free-count-card"]}}
+{"op":"add","path":"/elements/expected-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value","expected-note"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Patients expected today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/expectedPatients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expectedPatients":"8","noShowRate":"6.4%","freeRooms":"2 of 4"}}
+{"op":"add","path":"/elements/expected-note","value":{"type":"TextContent","props":{"text":"Across all providers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-label","noshow-value","noshow-note"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/noshow-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/noShowRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/noshow-note","value":{"type":"TextContent","props":{"text":"5 no-shows from 78 bookings","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/free-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["free-count-label","free-count-value","free-count-note"]}}
+{"op":"add","path":"/elements/free-count-label","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/free-count-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/freeRooms"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/free-count-note","value":{"type":"TextContent","props":{"text":"Updated at 10:24 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["next-patient-card","rooms-card"]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["next-patient-header","next-patient-name","next-patient-details","call-next-button"]}}
+{"op":"add","path":"/elements/next-patient-header","value":{"type":"CardHeader","props":{"title":"Next patient to call","subtitle":"Ready in the waiting area"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$state":"/nextPatient/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Jordan Lee","details":"10:30 AM · Dr. Maya Patel · Room 3"}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"TextContent","props":{"text":{"$state":"/nextPatient/details"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/call-next-button","value":{"type":"Button","props":{"label":"Call Jordan Lee","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/nextPatientCalled","value":true}}},"children":[]}}
+{"op":"add","path":"/state/nextPatientCalled","value":false}
+{"op":"add","path":"/elements/rooms-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["rooms-header","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"CardHeader","props":{"title":"Room availability","subtitle":"Current status"},"children":[]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/rooms","key":"id"},"children":["room-row"]}}
+{"op":"add","path":"/elements/room-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["room-name","room-status"]}}
+{"op":"add","path":"/elements/room-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/room-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"sm","variant":{"$cond":{"$item":"isFree"},"$then":"success","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/state/rooms","value":[]}
+{"op":"add","path":"/state/rooms/0","value":{"id":"room-1","name":"Room 1","status":"In use · Dr. Chen","isFree":false}}
+{"op":"add","path":"/state/rooms/1","value":{"id":"room-2","name":"Room 2","status":"Free","isFree":true}}
+{"op":"add","path":"/state/rooms/2","value":{"id":"room-3","name":"Room 3","status":"Free","isFree":true}}
+{"op":"add","path":"/state/rooms/3","value":{"id":"room-4","name":"Room 4","status":"Cleaning","isFree":false}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointments-header","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-header","value":{"type":"CardHeader","props":{"title":"Today's appointments","subtitle":"8 patients scheduled"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["appointment-main","appointment-status","appointment-checkin"]}}
+{"op":"add","path":"/elements/appointment-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appointment-time-name","appointment-provider"]}}
+{"op":"add","path":"/elements/appointment-time-name","value":{"type":"TextContent","props":{"text":{"$template":"**${time}**  ·  ${patient}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/appointment-provider","value":{"type":"TextContent","props":{"text":{"$template":"${visitType} · ${provider}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"sm","variant":{"$cond":{"$item":"checkedIn"},"$then":"success","$else":"neutral"}},"children":[]}}
+{"op":"add","path":"/elements/appointment-checkin","value":{"type":"Button","props":{"label":{"$cond":{"$item":"checkedIn"},"$then":"Checked in","$else":"Check in"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"checkedIn"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-1","time":"8:30 AM","patient":"Amelia Brooks","visitType":"Annual physical","provider":"Dr. Maya Patel","status":"Completed","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-2","time":"9:00 AM","patient":"Mateo Rivera","visitType":"Follow-up","provider":"Dr. Samuel Chen","status":"With provider","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-3","time":"9:45 AM","patient":"Priya Shah","visitType":"Vaccination","provider":"Nurse Olivia Grant","status":"Checked in","checkedIn":true}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-4","time":"10:30 AM","patient":"Jordan Lee","visitType":"New patient consultation","provider":"Dr. Maya Patel","status":"Waiting","checkedIn":true}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-5","time":"11:15 AM","patient":"Evelyn Carter","visitType":"Medication review","provider":"Dr. Samuel Chen","status":"Not arrived","checkedIn":false}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-6","time":"1:00 PM","patient":"Noah Williams","visitType":"Wellness visit","provider":"Dr. Maya Patel","status":"Not arrived","checkedIn":false}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"apt-7","time":"2:15 PM","patient":"Sofia Martinez","visitType":"Follow-up","provider":"Dr. Samuel Chen","status":"Not arrived","checkedIn":false}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"apt-8","time":"3:30 PM","patient":"Henry Thompson","visitType":"Lab results review","provider":"Dr. Maya Patel","status":"Not arrived","checkedIn":false}}
+{"op":"add","path":"/elements/checkin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Check in another patient","title":"Patient check-in","description":"Find the patient by name, date of birth, or appointment time.","content":["checkin-form"],"triggerVariant":"default"},"children":["checkin-form"]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","fields":["patient-search-control","dob-control"],"buttons":"checkin-buttons"},"children":["patient-search-control","dob-control","checkin-buttons"]}}
+{"op":"add","path":"/elements/patient-search-control","value":{"type":"FormControl","props":{"label":"Patient name or appointment time","input":"patient-search-input","hint":"Example: Evelyn Carter or 11:15 AM"},"children":["patient-search-input"]}}
+{"op":"add","path":"/elements/patient-search-input","value":{"type":"Input","props":{"name":"patientSearch","placeholder":"Search today's schedule","type":"text","value":{"$bindState":"/checkin/patientSearch"}},"children":[]}}
+{"op":"add","path":"/state/checkin","value":{"patientSearch":"","dateOfBirth":[]}}
+{"op":"add","path":"/elements/dob-control","value":{"type":"FormControl","props":{"label":"Date of birth","input":"dob-input","hint":"Used to verify patient identity"},"children":["dob-input"]}}
+{"op":"add","path":"/elements/dob-input","value":{"type":"DatePicker","props":{"name":"dateOfBirth","mode":"single","value":{"$bindState":"/checkin/dateOfBirth"}},"children":[]}}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"buttons":["confirm-checkin"],"direction":"row"},"children":["confirm-checkin"]}}
+{"op":"add","path":"/elements/confirm-checkin","value":{"type":"Button","props":{"label":"Confirm check-in","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/checkinValidation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..20af81272
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"clinic-day-view"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Clinic Reception — Day View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"text":{"$template":"Viewing ${/selectedDate}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/today-button","value":{"type":"Button","props":{"label":"Today","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Tuesday, August 18, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/day-controls","value":{"type":"Buttons","props":{"buttons":["previous-day","today-button","next-day"],"direction":"row"},"children":["previous-day","today-button","next-day"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-title","today-label","day-controls"]}}
+{"op":"add","path":"/elements/expected-title","value":{"type":"TextContent","props":{"text":"Patients expected","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/expected"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expected":"8","noShowRate":"6.2%"}}
+{"op":"add","path":"/elements/expected-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-title","expected-value"]}}
+{"op":"add","path":"/elements/no-show-title","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/no-show-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/noShowRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/no-show-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["no-show-title","no-show-value"]}}
+{"op":"add","path":"/elements/next-patient-title","value":{"type":"TextContent","props":{"text":"Next patient to call","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$state":"/nextPatient/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Marcus Lee","details":"10:00 AM · Dr. Patel · Annual physical"}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"TextContent","props":{"text":{"$state":"/nextPatient/details"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["next-patient-title","next-patient-name","next-patient-details"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["expected-card","no-show-card","next-patient-card"]}}
+{"op":"add","path":"/elements/checkin-heading","value":{"type":"CardHeader","props":{"title":"Check in a patient","subtitle":"Enter the patient's name and confirm arrival."},"children":[]}}
+{"op":"add","path":"/elements/checkin-input","value":{"type":"Input","props":{"name":"patientName","placeholder":"Patient name","type":"text","value":{"$bindState":"/checkInName"},"rules":[{"required":true,"message":"Enter a patient name"}]},"children":[]}}
+{"op":"add","path":"/state/checkInName","value":""}
+{"op":"add","path":"/elements/checkin-control","value":{"type":"FormControl","props":{"label":"Patient","input":"checkin-input","hint":"Use the name shown on the appointment."},"children":["checkin-input"]}}
+{"op":"add","path":"/elements/checkin-submit","value":{"type":"Button","props":{"label":"Check patient in","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkInConfirmed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"buttons":["checkin-submit"],"direction":"row"},"children":["checkin-submit"]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","buttons":"checkin-buttons","fields":["checkin-control"]},"children":["checkin-control","checkin-buttons"]}}
+{"op":"add","path":"/elements/checkin-success","value":{"type":"Alert","props":{"title":"Patient checked in","description":{"$template":"${/checkInName} has been marked as arrived."},"variant":"success"},"visible":{"$state":"/checkInConfirmed"},"children":[]}}
+{"op":"add","path":"/state/checkInConfirmed","value":false}
+{"op":"add","path":"/elements/checkin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["checkin-heading","checkin-form","checkin-success"]}}
+{"op":"add","path":"/elements/rooms-heading","value":{"type":"CardHeader","props":{"title":"Rooms free right now","subtitle":"Available for immediate assignment"},"children":[]}}
+{"op":"add","path":"/elements/room-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/room-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/room-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/room-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["room-name","room-detail","room-status"]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/freeRooms","key":"id"},"children":["room-row"]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":{"id":"room-2","name":"Exam Room 2","detail":"General exam · cleaned 9:32 AM","status":"Free"}}
+{"op":"add","path":"/state/freeRooms/1","value":{"id":"room-4","name":"Exam Room 4","detail":"Accessible room · cleaned 9:40 AM","status":"Free"}}
+{"op":"add","path":"/state/freeRooms/2","value":{"id":"consult-a","name":"Consult Room A","detail":"Consultation only · ready now","status":"Free"}}
+{"op":"add","path":"/elements/rooms-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rooms-heading","rooms-list"]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["checkin-card","rooms-card"]}}
+{"op":"add","path":"/elements/appointments-heading","value":{"type":"CardHeader","props":{"title":"Today's appointments","subtitle":"8 patients scheduled"},"children":[]}}
+{"op":"add","path":"/elements/appointment-time","value":{"type":"Heading","props":{"text":{"$item":"time"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/appointment-name","value":{"type":"TextContent","props":{"text":{"$item":"patient"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-details","value":{"type":"TextContent","props":{"text":{"$template":"${clinician} · ${visitType}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["appointment-time","appointment-name","appointment-details","appointment-status"]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-1","time":"8:30 AM","patient":"Elena Garcia","clinician":"Dr. Nguyen","visitType":"Follow-up","status":"Completed","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-2","time":"9:15 AM","patient":"James Wilson","clinician":"Dr. Patel","visitType":"New patient","status":"In room","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-3","time":"10:00 AM","patient":"Marcus Lee","clinician":"Dr. Patel","visitType":"Annual physical","status":"Waiting","checkedIn":true}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-4","time":"10:30 AM","patient":"Priya Shah","clinician":"Dr. Nguyen","visitType":"Medication review","status":"Expected","checkedIn":false}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-5","time":"11:15 AM","patient":"Olivia Bennett","clinician":"Dr. Carter","visitType":"Follow-up","status":"Expected","checkedIn":false}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-6","time":"1:00 PM","patient":"Noah Thompson","clinician":"Dr. Carter","visitType":"Consultation","status":"Expected","checkedIn":false}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"apt-7","time":"2:15 PM","patient":"Aisha Robinson","clinician":"Dr. Nguyen","visitType":"Annual physical","status":"Expected","checkedIn":false}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"apt-8","time":"3:30 PM","patient":"Daniel Kim","clinician":"Dr. Patel","visitType":"Follow-up","status":"Expected","checkedIn":false}}
+{"op":"add","path":"/elements/appointments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointments-heading","appointments-list"]}}
+{"op":"add","path":"/elements/clinic-day-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","metrics-row","operations-row","appointments-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..31843b350
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,70 @@
+{"op":"add","path":"/root","value":"clinic-day-view"}
+{"op":"add","path":"/elements/clinic-day-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","day-navigation","metrics-row","operations-row","appointments-section","checkin-dialog"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Clinic Reception — Day View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/selectedDayLabel} · Front desk schedule and patient flow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedDayLabel","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/day-navigation","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["previous-day","day-label","next-day"]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDayLabel","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/day-label","value":{"type":"Heading","props":{"text":{"$state":"/selectedDayLabel"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDayLabel","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["expected-card","noshow-card","free-rooms-card"]}}
+{"op":"add","path":"/elements/expected-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value","expected-note"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Patients expected","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$state":"/expectedPatients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":"8"}
+{"op":"add","path":"/elements/expected-note","value":{"type":"TextContent","props":{"text":"Across today's scheduled visits","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-label","noshow-value","noshow-progress"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/noshow-value","value":{"type":"Heading","props":{"text":{"$template":"${/noShowRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/noshow-progress","value":{"type":"Progress","props":{"value":{"$state":"/noShowRate"},"label":"6 no-shows out of 50 appointments"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":12}
+{"op":"add","path":"/elements/free-rooms-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["free-rooms-label","free-rooms-list"]}}
+{"op":"add","path":"/elements/free-rooms-label","value":{"type":"TextContent","props":{"text":"Rooms free right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/free-rooms-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/freeRooms","key":"id"},"children":["free-room-badge"]}}
+{"op":"add","path":"/elements/free-room-badge","value":{"type":"Badge","props":{"text":{"$item":"name"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":{"id":"room-2","name":"Room 2"}}
+{"op":"add","path":"/state/freeRooms/1","value":{"id":"room-4","name":"Room 4"}}
+{"op":"add","path":"/state/freeRooms/2","value":{"id":"room-6","name":"Room 6"}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["next-patient-card","room-status-card"]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["next-patient-heading","next-patient-name","next-patient-details","next-patient-status"]}}
+{"op":"add","path":"/elements/next-patient-heading","value":{"type":"TextContent","props":{"text":"Next patient called","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$state":"/nextPatient/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/time} · ${/nextPatient/visit} · ${/nextPatient/provider}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-status","value":{"type":"Callout","props":{"variant":"info","title":"Please direct to Room 3","description":"Called at 10:26 AM; awaiting patient response."},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Elena Garcia","time":"10:30 AM","visit":"Annual physical","provider":"Dr. Chen"}}
+{"op":"add","path":"/elements/room-status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["room-status-heading","room-status-text","room-status-tags"]}}
+{"op":"add","path":"/elements/room-status-heading","value":{"type":"Heading","props":{"text":"Current room availability","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/room-status-text","value":{"type":"TextContent","props":{"text":"3 of 6 rooms are available. Room 5 is being cleaned and should reopen shortly.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/room-status-tags","value":{"type":"TagBlock","props":{"tags":["Room 2 · Free","Room 4 · Free","Room 6 · Free","Room 5 · Cleaning"]},"children":[]}}
+{"op":"add","path":"/elements/appointments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["appointments-header","appointments-list"]}}
+{"op":"add","path":"/elements/appointments-header","value":{"type":"CardHeader","props":{"title":"Today's appointments","subtitle":"8 scheduled patients · times shown in local clinic time"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["appointment-main","appointment-status"]}}
+{"op":"add","path":"/elements/appointment-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appointment-title","appointment-detail"]}}
+{"op":"add","path":"/elements/appointment-title","value":{"type":"Heading","props":{"text":{"$template":"${time} — ${patient}"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/appointment-detail","value":{"type":"TextContent","props":{"text":{"$template":"${visit} · ${provider} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"checkedIn"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-1","time":"8:00 AM","patient":"Maya Thompson","visit":"Diabetes follow-up","provider":"Dr. Chen","room":"Room 1","status":"Completed","checkedIn":true}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-2","time":"8:45 AM","patient":"Robert Hayes","visit":"Blood pressure review","provider":"Dr. Patel","room":"Room 3","status":"Completed","checkedIn":true}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-3","time":"9:30 AM","patient":"Aisha Williams","visit":"New patient consultation","provider":"Dr. Chen","room":"Room 5","status":"With clinician","checkedIn":true}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-4","time":"10:30 AM","patient":"Elena Garcia","visit":"Annual physical","provider":"Dr. Chen","room":"Room 3","status":"Called","checkedIn":true}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-5","time":"11:15 AM","patient":"Noah Brooks","visit":"Medication review","provider":"Dr. Patel","room":"Unassigned","status":"Arrived","checkedIn":true}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-6","time":"1:00 PM","patient":"Priya Nair","visit":"Vaccination appointment","provider":"Nurse Lewis","room":"Unassigned","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/6","value":{"id":"apt-7","time":"2:15 PM","patient":"James Wilson","visit":"Post-op follow-up","provider":"Dr. Patel","room":"Unassigned","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/state/appointments/7","value":{"id":"apt-8","time":"3:30 PM","patient":"Sofia Martinez","visit":"Pediatric wellness visit","provider":"Dr. Chen","room":"Unassigned","status":"Scheduled","checkedIn":false}}
+{"op":"add","path":"/elements/checkin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Check in a patient","title":"Patient check-in","description":"Confirm the patient's arrival and update the front desk queue.","content":["checkin-form"],"triggerVariant":"default"},"children":["checkin-form"]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","fields":["checkin-patient-control","checkin-time-control","checkin-notes-control"],"buttons":"checkin-buttons"},"children":["checkin-patient-control","checkin-time-control","checkin-notes-control","checkin-buttons"]}}
+{"op":"add","path":"/elements/checkin-patient-control","value":{"type":"FormControl","props":{"label":"Patient name","input":"checkin-patient-input","hint":"Enter the name exactly as shown on the schedule."},"children":["checkin-patient-input"]}}
+{"op":"add","path":"/elements/checkin-patient-input","value":{"type":"Input","props":{"name":"patientName","placeholder":"e.g., Priya Nair","type":"text","value":{"$bindState":"/checkin/patientName"},"rules":[{"required":true,"message":"Patient name is required"}]},"children":[]}}
+{"op":"add","path":"/state/checkin/patientName","value":""}
+{"op":"add","path":"/elements/checkin-time-control","value":{"type":"FormControl","props":{"label":"Appointment time","input":"checkin-time-input"},"children":["checkin-time-input"]}}
+{"op":"add","path":"/elements/checkin-time-input","value":{"type":"Input","props":{"name":"appointmentTime","placeholder":"e.g., 1:00 PM","type":"text","value":{"$bindState":"/checkin/appointmentTime"},"rules":[{"required":true,"message":"Appointment time is required"}]},"children":[]}}
+{"op":"add","path":"/state/checkin/appointmentTime","value":""}
+{"op":"add","path":"/elements/checkin-notes-control","value":{"type":"FormControl","props":{"label":"Reception notes","input":"checkin-notes-input","hint":"Optional accessibility, interpreter, or paperwork notes."},"children":["checkin-notes-input"]}}
+{"op":"add","path":"/elements/checkin-notes-input","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Add optional notes","rows":3,"value":{"$bindState":"/checkin/notes"}},"children":[]}}
+{"op":"add","path":"/state/checkin/notes","value":""}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"buttons":["checkin-submit"],"direction":"row"},"children":["checkin-submit"]}}
+{"op":"add","path":"/elements/checkin-submit","value":{"type":"Button","props":{"label":"Confirm check-in","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/checkinValidation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r1.txt
new file mode 100644
index 000000000..b88632740
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r1.txt
@@ -0,0 +1,76 @@
+{"op":"add","path":"/root","value":"studio"}
+{"op":"add","path":"/elements/studio","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["studio-header","category-filter","overview-row","drafts-section","schedule-section","comments-section"]}}
+{"op":"add","path":"/elements/studio-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["studio-heading","new-draft-button"]}}
+{"op":"add","path":"/elements/studio-heading","value":{"type":"CardHeader","props":{"title":"Content studio","subtitle":"Plan, publish, and track your editorial work."},"children":[]}}
+{"op":"add","path":"/elements/new-draft-button","value":{"type":"Button","props":{"label":"Start a new draft","variant":"primary","size":"large"},"on":{"press":{"action":"pushState","params":{"statePath":"/drafts","value":{"id":"$id","title":"Untitled draft","category":"Uncategorized","status":"Draft","updated":"Just now"}}}},"children":[]}}
+{"op":"add","path":"/elements/category-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["category-label","category-select"]}}
+{"op":"add","path":"/elements/category-label","value":{"type":"TextContent","props":{"text":"Narrow workspace by category","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/category-select","value":{"type":"Select","props":{"name":"category","items":["category-all","category-culture","category-business","category-technology","category-design"],"size":"medium","value":{"$bindState":"/selectedCategory"}},"children":[]}}
+{"op":"add","path":"/elements/category-all","value":{"type":"SelectItem","props":{"value":"All categories","label":"All categories"},"children":[]}}
+{"op":"add","path":"/elements/category-culture","value":{"type":"SelectItem","props":{"value":"Culture","label":"Culture"},"children":[]}}
+{"op":"add","path":"/elements/category-business","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/category-technology","value":{"type":"SelectItem","props":{"value":"Technology","label":"Technology"},"children":[]}}
+{"op":"add","path":"/elements/category-design","value":{"type":"SelectItem","props":{"value":"Design","label":"Design"},"children":[]}}
+{"op":"add","path":"/state/selectedCategory","value":"All categories"}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["published-card","most-read-card","readership-card"]}}
+{"op":"add","path":"/elements/published-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["published-heading","published-list"]}}
+{"op":"add","path":"/elements/published-heading","value":{"type":"CardHeader","props":{"title":"Published this week","subtitle":"Recent pieces now live"},"children":[]}}
+{"op":"add","path":"/elements/published-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/publishedThisWeek","key":"id"},"children":["published-item"]}}
+{"op":"add","path":"/elements/published-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${category} · ${publishedDate} · ${views} reads"},"actionLabel":"View"},"children":[]}}
+{"op":"add","path":"/state/publishedThisWeek","value":[]}
+{"op":"add","path":"/state/publishedThisWeek/0","value":{"id":"pub-1","title":"The Quiet Reinvention of the City Library","category":"Culture","publishedDate":"Monday","views":"18.4K"}}
+{"op":"add","path":"/state/publishedThisWeek/1","value":{"id":"pub-2","title":"Why Small Teams Are Rethinking Growth","category":"Business","publishedDate":"Wednesday","views":"12.7K"}}
+{"op":"add","path":"/state/publishedThisWeek/2","value":{"id":"pub-3","title":"A Practical Guide to Calm Technology","category":"Technology","publishedDate":"Friday","views":"9.8K"}}
+{"op":"add","path":"/elements/most-read-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["most-read-heading","most-read-badge","most-read-title","most-read-meta"]}}
+{"op":"add","path":"/elements/most-read-heading","value":{"type":"CardHeader","props":{"title":"Most-read this month","subtitle":"Top-performing article"},"children":[]}}
+{"op":"add","path":"/elements/most-read-badge","value":{"type":"Badge","props":{"text":{"$state":"/mostRead/category"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/most-read-title","value":{"type":"Heading","props":{"text":{"$state":"/mostRead/title"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/most-read-meta","value":{"type":"TextContent","props":{"text":{"$template":"**${/mostRead/views} reads** · ${/mostRead.avgTime} average reading time\n\nBy ${/mostRead/author} · Published ${/mostRead/publishedDate}"},"children":[]}}
+{"op":"add","path":"/state/mostRead","value":{"title":"The Case for Designing a Slower Internet","category":"Design","views":"86.2K","avgTime":"6m 14s","author":"Maya Chen","publishedDate":"August 3"}}
+{"op":"add","path":"/elements/readership-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["readership-heading","readership-total","readership-chart"]}}
+{"op":"add","path":"/elements/readership-heading","value":{"type":"CardHeader","props":{"title":"Readership","subtitle":"Past 30 days"},"children":[]}}
+{"op":"add","path":"/elements/readership-total","value":{"type":"TextContent","props":{"text":{"$template":"**${/readershipTotal} total reads** · ${/readershipChange} vs. prior period"},"children":[]}}
+{"op":"add","path":"/elements/readership-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/readershipLabels"},"series":["readership-series"],"variant":"natural","xLabel":"Day","yLabel":"Reads"},"children":[]}}
+{"op":"add","path":"/elements/readership-series","value":{"type":"Series","props":{"category":"Reads","values":{"$state":"/readershipValues"}},"children":[]}}
+{"op":"add","path":"/state/readershipTotal","value":"241,680"}
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new file mode 100644
index 000000000..07b45b373
--- /dev/null
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new file mode 100644
index 000000000..155b6558c
--- /dev/null
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r4.txt
new file mode 100644
index 000000000..8c249a721
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-content__r4.txt
@@ -0,0 +1,84 @@
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+{"op":"add","path":"/elements/studio-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["studio-title","new-draft-button"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..aaa7aa948
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r1.txt
@@ -0,0 +1,89 @@
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..e8dff7779
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r2.txt
@@ -0,0 +1,85 @@
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+{"op":"add","path":"/elements/note-confirmation","value":{"type":"TextContent","props":{"text":"Notes are saved to the account timeline.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/call-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["call-heading","call-subject","call-date","call-summary","call-button","call-status"]}}
+{"op":"add","path":"/elements/call-heading","value":{"type":"CardHeader","props":{"title":"Log a call","subtitle":"Record a customer conversation"},"children":[]}}
+{"op":"add","path":"/elements/call-subject","value":{"type":"Input","props":{"name":"call-subject","placeholder":"Call subject","type":"text","value":{"$bindState":"/call/subject"}},"children":[]}}
+{"op":"add","path":"/state/call","value":{"subject":"","date":[],"summary":"","logged":false}}
+{"op":"add","path":"/elements/call-date","value":{"type":"DatePicker","props":{"name":"call-date","mode":"single","value":{"$bindState":"/call/date"}},"children":[]}}
+{"op":"add","path":"/elements/call-summary","value":{"type":"TextArea","props":{"name":"call-summary","placeholder":"Outcome, objections, and next steps…","rows":3,"value":{"$bindState":"/call/summary"}},"children":[]}}
+{"op":"add","path":"/elements/call-button","value":{"type":"Button","props":{"label":"Log call","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/call/logged","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/call-status","value":{"type":"Callout","props":{"variant":"success","title":"Call logged","description":"The call details have been recorded on this account."},"visible":{"$state":"/call/logged"},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..df00216fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"account-page"}
+{"op":"add","path":"/elements/account-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["account-header","renewal-warning","account-summary","workspace"]}}
+{"op":"add","path":"/elements/account-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["account-identity","owner-card","log-call-dialog"]}}
+{"op":"add","path":"/elements/account-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["account-name","account-subtitle"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Northstar Health Systems","owner":"Maya Chen","ownerTitle":"Strategic Account Executive","totalDealValue":"$485,000","dealStage":"Negotiation","renewalDate":"September 12, 2026","renewalDays":25}}
+{"op":"add","path":"/elements/account-subtitle","value":{"type":"TextContent","props":{"text":"Enterprise account · Healthcare technology","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/owner-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["owner-avatar","owner-details"]}}
+{"op":"add","path":"/elements/owner-avatar","value":{"type":"Avatar","props":{"fallback":"MC","alt":"Account owner Maya Chen"},"children":[]}}
+{"op":"add","path":"/elements/owner-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["owner-label","owner-name","owner-title"]}}
+{"op":"add","path":"/elements/owner-label","value":{"type":"TextContent","props":{"text":"Account owner","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/owner-name","value":{"type":"TextContent","props":{"text":{"$state":"/account/owner"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/owner-title","value":{"type":"TextContent","props":{"text":{"$state":"/account/ownerTitle"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/log-call-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Log a call","title":"Log account call","description":"Record the outcome and next step for this customer conversation.","content":["call-form"],"triggerVariant":"default"},"children":["call-form"]}}
+{"op":"add","path":"/elements/call-form","value":{"type":"Form","props":{"name":"log-call","fields":["call-date-control","call-contact-control","call-outcome-control","call-notes-control"],"buttons":"call-buttons"},"children":["call-date-control","call-contact-control","call-outcome-control","call-notes-control","call-buttons"]}}
+{"op":"add","path":"/elements/call-date-control","value":{"type":"FormControl","props":{"label":"Call date","input":"call-date-input"},"children":["call-date-input"]}}
+{"op":"add","path":"/elements/call-date-input","value":{"type":"DatePicker","props":{"name":"callDate","mode":"single","value":{"$bindState":"/call/date"}},"children":[]}}
+{"op":"add","path":"/state/call","value":{"date":[],"contact":"","outcome":"","notes":""}}
+{"op":"add","path":"/elements/call-contact-control","value":{"type":"FormControl","props":{"label":"Contact","input":"call-contact-input"},"children":["call-contact-input"]}}
+{"op":"add","path":"/elements/call-contact-input","value":{"type":"Input","props":{"name":"callContact","placeholder":"Who did you speak with?","type":"text","value":{"$bindState":"/call/contact"}},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-control","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-input"},"children":["call-outcome-input"]}}
+{"op":"add","path":"/elements/call-outcome-input","value":{"type":"Input","props":{"name":"callOutcome","placeholder":"e.g. Positive — legal review underway","type":"text","value":{"$bindState":"/call/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/call-notes-control","value":{"type":"FormControl","props":{"label":"Call notes","input":"call-notes-input"},"children":["call-notes-input"]}}
+{"op":"add","path":"/elements/call-notes-input","value":{"type":"TextArea","props":{"name":"callNotes","placeholder":"Key discussion points, objections, and next steps…","rows":5,"value":{"$bindState":"/call/notes"}},"children":[]}}
+{"op":"add","path":"/elements/call-buttons","value":{"type":"Buttons","props":{"buttons":["save-call-button","cancel-call-button"],"direction":"row"},"children":["save-call-button","cancel-call-button"]}}
+{"op":"add","path":"/elements/save-call-button","value":{"type":"Button","props":{"label":"Save call","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/callValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-call-button","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/call/notes","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/renewal-warning","value":{"type":"Alert","props":{"title":"Renewal approaching","description":{"$template":"Renewal is due ${/account/renewalDate} — ${/account/renewalDays} days remaining. Confirm commercial terms and stakeholder alignment."},"variant":"warning"},"visible":{"$state":"/account/renewalDays","lte":30},"children":[]}}
+{"op":"add","path":"/elements/account-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["deal-value-card","deal-stage-card","renewal-card"]}}
+{"op":"add","path":"/elements/deal-value-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deal-value-label","deal-value-number","deal-value-caption"]}}
+{"op":"add","path":"/elements/deal-value-label","value":{"type":"TextContent","props":{"text":"Total deal value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-value-number","value":{"type":"Heading","props":{"text":{"$state":"/account/totalDealValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/deal-value-caption","value":{"type":"TextContent","props":{"text":"Annual contract value across active opportunities","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deal-stage-label","deal-stage-badge","deal-stage-progress"]}}
+{"op":"add","path":"/elements/deal-stage-label","value":{"type":"TextContent","props":{"text":"Current deal stage","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-badge","value":{"type":"Badge","props":{"text":{"$state":"/account/dealStage"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-progress","value":{"type":"Progress","props":{"value":75,"label":"Negotiation · 75% through pipeline"},"children":[]}}
+{"op":"add","path":"/elements/renewal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["renewal-label","renewal-date","renewal-status"]}}
+{"op":"add","path":"/elements/renewal-label","value":{"type":"TextContent","props":{"text":"Renewal date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/renewal-date","value":{"type":"Heading","props":{"text":{"$state":"/account/renewalDate"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/renewal-status","value":{"type":"Tag","props":{"text":{"$template":"Due in ${/account/renewalDays} days"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/workspace","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["main-column","side-column"]}}
+{"op":"add","path":"/elements/main-column","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["activity-section","note-section"]}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["activity-header","activity-list"]}}
+{"op":"add","path":"/elements/activity-header","value":{"type":"CardHeader","props":{"title":"Recent activity","subtitle":"Newest activity first"},"children":[]}}
+{"op":"add","path":"/elements/activity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/activities","key":"id"},"children":["activity-item"]}}
+{"op":"add","path":"/elements/activity-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["activity-meta","activity-title","activity-detail"]}}
+{"op":"add","path":"/elements/activity-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${type}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/activity-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/activity-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/activities","value":[]}
+{"op":"add","path":"/state/activities/0","value":{"id":"act-1","date":"Aug 18, 2026 · 9:40 AM","type":"Email","title":"Procurement confirmed redline review","detail":"Elena confirmed that legal expects to return the revised MSA by Friday."}}
+{"op":"add","path":"/state/activities/1","value":{"id":"act-2","date":"Aug 16, 2026 · 2:15 PM","type":"Call","title":"Executive sponsor alignment call","detail":"David reiterated the September implementation target and requested final pricing options."}}
+{"op":"add","path":"/state/activities/2","value":{"id":"act-3","date":"Aug 13, 2026 · 11:05 AM","type":"Meeting","title":"Security review completed","detail":"Security team approved the architecture pending completion of the data retention addendum."}}
+{"op":"add","path":"/state/activities/3","value":{"id":"act-4","date":"Aug 10, 2026 · 4:30 PM","type":"Note","title":"Expansion opportunity identified","detail":"Customer is considering an additional 250 seats for the patient operations team."}}
+{"op":"add","path":"/elements/note-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["note-header","note-input","note-actions","note-saved"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"Quick note","subtitle":"Jot down account context or a reminder"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"accountNote","placeholder":"Add a private note about this account…","rows":4,"value":{"$bindState":"/note/draft"}},"children":[]}}
+{"op":"add","path":"/state/note","value":{"draft":"","saved":false}}
+{"op":"add","path":"/elements/note-actions","value":{"type":"Buttons","props":{"buttons":["save-note-button","clear-note-button"],"direction":"row"},"children":["save-note-button","clear-note-button"]}}
+{"op":"add","path":"/elements/save-note-button","value":{"type":"Button","props":{"label":"Save note","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/note/saved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/clear-note-button","value":{"type":"Button","props":{"label":"Clear","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/note/draft","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/note-saved","value":{"type":"Callout","props":{"variant":"success","title":"Note saved","description":"Your account note has been recorded."},"visible":{"$state":"/note/saved"},"children":[]}}
+{"op":"add","path":"/elements/side-column","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["contacts-section","followups-section"]}}
+{"op":"add","path":"/elements/contacts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["contacts-header","contacts-list"]}}
+{"op":"add","path":"/elements/contacts-header","value":{"type":"CardHeader","props":{"title":"Contacts","subtitle":"Key people and buying roles"},"children":[]}}
+{"op":"add","path":"/elements/contacts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/contacts","key":"id"},"children":["contact-row"]}}
+{"op":"add","path":"/elements/contact-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["contact-avatar","contact-info"]}}
+{"op":"add","path":"/elements/contact-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/contact-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["contact-name","contact-title","contact-role"]}}
+{"op":"add","path":"/elements/contact-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/contact-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/contact-role","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/contacts","value":[]}
+{"op":"add","path":"/state/contacts/0","value":{"id":"con-1","initials":"DR","name":"David Ross","title":"Chief Operating Officer","role":"Executive sponsor"}}
+{"op":"add","path":"/state/contacts/1","value":{"id":"con-2","initials":"EP","name":"Elena Patel","title":"VP, Procurement","role":"Decision maker"}}
+{"op":"add","path":"/state/contacts/2","value":{"id":"con-3","initials":"JW","name":"Jordan Williams","title":"Director, Patient Operations","role":"Champion"}}
+{"op":"add","path":"/state/contacts/3","value":{"id":"con-4","initials":"SK","name":"Sam Kim","title":"Security Architect","role":"Technical evaluator"}}
+{"op":"add","path":"/elements/followups-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["followups-header","followups-list"]}}
+{"op":"add","path":"/elements/followups-header","value":{"type":"CardHeader","props":{"title":"Open follow-ups","subtitle":"Outstanding actions by due date"},"children":[]}}
+{"op":"add","path":"/elements/followups-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/followUps","key":"id"},"children":["followup-row"]}}
+{"op":"add","path":"/elements/followup-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["followup-status","followup-task","followup-owner"]}}
+{"op":"add","path":"/elements/followup-status","value":{"type":"Tag","props":{"text":{"$template":"Due ${dueDate}"},"variant":{"$cond":{"$item":"urgent"},"$then":"danger","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/followup-task","value":{"type":"TextContent","props":{"text":{"$item":"task"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followup-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/followUps","value":[]}
+{"op":"add","path":"/state/followUps/0","value":{"id":"fu-1","task":"Send final pricing scenarios to procurement","dueDate":"Aug 19, 2026","owner":"Maya Chen","urgent":true}}
+{"op":"add","path":"/state/followUps/1","value":{"id":"fu-2","task":"Confirm legal redline turnaround","dueDate":"Aug 21, 2026","owner":"Maya Chen","urgent":true}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"fu-3","task":"Schedule implementation planning session","dueDate":"Aug 25, 2026","owner":"Jordan Williams","urgent":false}}
+{"op":"add","path":"/state/followUps/3","value":{"id":"fu-4","task":"Prepare renewal and expansion proposal","dueDate":"Aug 28, 2026","owner":"Maya Chen","urgent":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..f0eae54dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,75 @@
+{"op":"add","path":"/root","value":"account-page"}
+{"op":"add","path":"/elements/account-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["account-header","renewal-warning","metrics-row","workspace-row","note-call-row"]}}
+{"op":"add","path":"/elements/account-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["account-identity","account-status"]}}
+{"op":"add","path":"/elements/account-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["account-name","account-owner"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Northstar Health Systems","owner":"Maya Chen","dealValue":"$485,000","stage":"Contract review","renewalDate":"September 2, 2026","renewalDays":15}}
+{"op":"add","path":"/elements/account-owner","value":{"type":"TextContent","props":{"text":{"$template":"Account owner: **${/account/owner}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/account-status","value":{"type":"Badge","props":{"text":{"$state":"/account/stage"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/renewal-warning","value":{"type":"Alert","props":{"title":"Renewal approaching","description":{"$template":"Renewal is due ${/account/renewalDate} — ${/account/renewalDays} days remaining. Confirm pricing and stakeholder approval this week."},"variant":"warning"},"visible":{"$state":"/account/renewalDays","lte":30},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["deal-value-card","deal-stage-card","renewal-card"]}}
+{"op":"add","path":"/elements/deal-value-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-value-label","deal-value"]}}
+{"op":"add","path":"/elements/deal-value-label","value":{"type":"TextContent","props":{"text":"Total deal value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-value","value":{"type":"Heading","props":{"text":{"$state":"/account/dealValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-stage-label","deal-stage"]}}
+{"op":"add","path":"/elements/deal-stage-label","value":{"type":"TextContent","props":{"text":"Current deal stage","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage","value":{"type":"Heading","props":{"text":{"$state":"/account/stage"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/renewal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["renewal-label","renewal-date"]}}
+{"op":"add","path":"/elements/renewal-label","value":{"type":"TextContent","props":{"text":"Renewal date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/renewal-date","value":{"type":"Heading","props":{"text":{"$state":"/account/renewalDate"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/workspace-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["activity-section","relationship-section"]}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["activity-header","activity-list"]}}
+{"op":"add","path":"/elements/activity-header","value":{"type":"CardHeader","props":{"title":"Recent activity","subtitle":"Newest first"},"children":[]}}
+{"op":"add","path":"/elements/activity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/activities","key":"id"},"children":["activity-item"]}}
+{"op":"add","path":"/elements/activity-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["activity-title","activity-detail","activity-meta"]}}
+{"op":"add","path":"/elements/activity-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/activity-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/activity-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${actor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/activities","value":[]}
+{"op":"add","path":"/state/activities/0","value":{"id":"act-1","title":"Contract redlines received","detail":"Legal returned the MSA with three requested revisions.","date":"Aug 18, 2026 · 9:20 AM","actor":"Maya Chen"}}
+{"op":"add","path":"/state/activities/1","value":{"id":"act-2","title":"Pricing review completed","detail":"Finance approved the proposed three-year pricing structure.","date":"Aug 16, 2026 · 3:45 PM","actor":"Daniel Ortiz"}}
+{"op":"add","path":"/state/activities/2","value":{"id":"act-3","title":"Executive call logged","detail":"Discussed rollout timing, security review, and renewal objectives.","date":"Aug 14, 2026 · 11:00 AM","actor":"Maya Chen"}}
+{"op":"add","path":"/state/activities/3","value":{"id":"act-4","title":"Proposal shared","detail":"Sent the revised enterprise proposal to the buying committee.","date":"Aug 11, 2026 · 4:10 PM","actor":"Maya Chen"}}
+{"op":"add","path":"/elements/relationship-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["contacts-card","followups-card"]}}
+{"op":"add","path":"/elements/contacts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["contacts-header","contacts-list"]}}
+{"op":"add","path":"/elements/contacts-header","value":{"type":"CardHeader","props":{"title":"Contacts","subtitle":"Key people on the account"},"children":[]}}
+{"op":"add","path":"/elements/contacts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/contacts","key":"id"},"children":["contact-row"]}}
+{"op":"add","path":"/elements/contact-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["contact-profile","contact-role"]}}
+{"op":"add","path":"/elements/contact-profile","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["contact-avatar","contact-details"]}}
+{"op":"add","path":"/elements/contact-avatar","value":{"type":"Avatar","props":{"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/contact-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["contact-name","contact-email"]}}
+{"op":"add","path":"/elements/contact-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/contact-email","value":{"type":"TextContent","props":{"text":{"$item":"email"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/contact-role","value":{"type":"Badge","props":{"text":{"$item":"role"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/contacts","value":[]}
+{"op":"add","path":"/state/contacts/0","value":{"id":"con-1","name":"Elena Brooks","initials":"EB","email":"elena.brooks@northstarhealth.com","role":"Economic buyer"}}
+{"op":"add","path":"/state/contacts/1","value":{"id":"con-2","name":"Marcus Reed","initials":"MR","email":"marcus.reed@northstarhealth.com","role":"Champion"}}
+{"op":"add","path":"/state/contacts/2","value":{"id":"con-3","name":"Priya Shah","initials":"PS","email":"priya.shah@northstarhealth.com","role":"Technical evaluator"}}
+{"op":"add","path":"/elements/followups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["followups-header","followups-list"]}}
+{"op":"add","path":"/elements/followups-header","value":{"type":"CardHeader","props":{"title":"Open follow-ups","subtitle":"Next actions and due dates"},"children":[]}}
+{"op":"add","path":"/elements/followups-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/followUps","key":"id"},"children":["followup-row"]}}
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+{"op":"add","path":"/elements/followup-copy","value":{"type":"TextContent","props":{"text":{"$item":"task"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followup-due","value":{"type":"Tag","props":{"text":{"$template":"Due ${dueDate}"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/followUps","value":[]}
+{"op":"add","path":"/state/followUps/0","value":{"id":"fu-1","task":"Send security questionnaire responses","dueDate":"Aug 19","variant":"danger"}}
+{"op":"add","path":"/state/followUps/1","value":{"id":"fu-2","task":"Schedule legal redline review","dueDate":"Aug 21","variant":"warning"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"fu-3","task":"Confirm executive sponsor for renewal","dueDate":"Aug 25","variant":"info"}}
+{"op":"add","path":"/elements/note-call-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["note-card","call-card"]}}
+{"op":"add","path":"/elements/note-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["note-header","note-input","note-buttons","note-confirmation"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"Jot a note","subtitle":"Capture account context for the team"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"account-note","placeholder":"Add meeting context, objections, or next steps…","rows":5,"value":{"$bindState":"/draftNote"}},"children":[]}}
+{"op":"add","path":"/state/draftNote","value":""}
+{"op":"add","path":"/elements/note-buttons","value":{"type":"Buttons","props":{"buttons":["save-note-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-note-button","value":{"type":"Button","props":{"label":"Save note","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/noteSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/note-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Note saved","description":"The note has been added to the account timeline."},"visible":{"$state":"/noteSaved"},"children":[]}}
+{"op":"add","path":"/state/noteSaved","value":false}
+{"op":"add","path":"/elements/call-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["call-header","call-summary-input","call-outcome-input","call-buttons","call-confirmation"]}}
+{"op":"add","path":"/elements/call-header","value":{"type":"CardHeader","props":{"title":"Log a call","subtitle":"Record the latest customer conversation"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"TextArea","props":{"name":"call-summary","placeholder":"What was discussed?","rows":4,"value":{"$bindState":"/callDraft/summary"}},"children":[]}}
+{"op":"add","path":"/state/callDraft","value":{"summary":"","outcome":""}}
+{"op":"add","path":"/elements/call-outcome-input","value":{"type":"Input","props":{"name":"call-outcome","placeholder":"Outcome or next step","type":"text","value":{"$bindState":"/callDraft/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/call-buttons","value":{"type":"Buttons","props":{"buttons":["log-call-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-call-button","value":{"type":"Button","props":{"label":"Log call","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/callLogged","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/call-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Call logged","description":"The call has been recorded on this account."},"visible":{"$state":"/callLogged"},"children":[]}}
+{"op":"add","path":"/state/callLogged","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..a0167ee2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"finance-screen"}
+{"op":"add","path":"/elements/finance-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topbar","summary-row","expense-section","transactions-section","finance-note"]}}
+{"op":"add","path":"/elements/topbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["title-block","month-actions"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Statement period: ${/selectedMonth} · Updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"July 2026"}
+{"op":"add","path":"/state/lastUpdated","value":"August 1, 2026 at 9:15 AM"}
+{"op":"add","path":"/elements/month-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end","wrap":true},"children":["month-control","download-button"]}}
+{"op":"add","path":"/elements/month-control","value":{"type":"FormControl","props":{"label":"Reporting month","input":"month-select","hint":"Choose another closed month"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"reporting-month","items":["month-jul","month-jun","month-may","month-apr"],"value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/month-jul","value":{"type":"SelectItem","props":{"value":"July 2026","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-jun","value":{"type":"SelectItem","props":{"value":"June 2026","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"May 2026","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-apr","value":{"type":"SelectItem","props":{"value":"April 2026","label":"April 2026"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download statement","action":[],"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloadRequested","value":false}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["cash-card","burn-card","runway-card"]}}
+{"op":"add","path":"/elements/cash-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-detail"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$2,480,000","monthlyBurn":"$186,400","runway":"13.3 months"}}
+{"op":"add","path":"/elements/cash-detail","value":{"type":"TextContent","props":{"text":"Across operating and reserve accounts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-detail"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-detail","value":{"type":"TextContent","props":{"text":"Net cash used during the selected month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-progress","runway-detail"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/runway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":67,"label":"13.3 of 20-month planning horizon"},"children":[]}}
+{"op":"add","path":"/elements/runway-detail","value":{"type":"TextContent","props":{"text":"Based on current cash and trailing monthly burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-header","expense-chart"]}}
+{"op":"add","path":"/elements/expense-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Operating expenses for the selected month"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll & benefits","Cloud infrastructure","Marketing","Professional services","Office & operations"],"values":[128500,28700,21400,15600,9200]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-table","transaction-summary"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"Large outflows recorded during the selected month"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["tx-date-col","tx-vendor-col","tx-category-col","tx-amount-col"]},"children":[]}}
+{"op":"add","path":"/elements/tx-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactionColumns/dates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-vendor-col","value":{"type":"Col","props":{"label":"Vendor / description","data":{"$state":"/transactionColumns/vendors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactionColumns/categories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactionColumns/amounts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/transactionColumns","value":{"dates":["Jul 2, 2026","Jul 8, 2026","Jul 15, 2026","Jul 22, 2026","Jul 29, 2026"],"vendors":["Gusto payroll","Amazon Web Services","Northstar Media","Gusto payroll","Wilson & Hart LLP"],"categories":["Payroll & benefits","Cloud infrastructure","Marketing","Payroll & benefits","Professional services"],"amounts":["$64,250","$28,700","$18,500","$64,250","$12,800"]}}
+{"op":"add","path":"/elements/transaction-summary","value":{"type":"TextCallout","props":{"variant":"neutral","title":"5 large transactions · $188,500 total","description":"These transactions represent 92.6% of expenses recorded for July 2026."},"children":[]}}
+{"op":"add","path":"/elements/finance-note","value":{"type":"Callout","props":{"variant":"info","title":"Runway assumption","description":"Runway uses cash on hand divided by the current monthly net burn. It excludes undrawn credit facilities and forecast fundraising."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..7f9f119e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"finance-screen"}
+{"op":"add","path":"/elements/finance-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","content-row","transactions-card"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-header","header-actions"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Month-end finance","subtitle":{"$template":"Financial overview for ${/selectedMonthLabel} · Statement closed ${/statementClosedDate}"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"July 2026"}
+{"op":"add","path":"/state/statementClosedDate","value":"August 3, 2026"}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["month-control","download-button"]}}
+{"op":"add","path":"/elements/month-control","value":{"type":"FormControl","props":{"label":"Reporting month","input":"month-select","hint":"Choose another closed month"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"reporting-month","items":["month-july","month-june","month-may","month-april"],"value":{"$bindState":"/selectedMonth"},"placeholder":"Select month","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-07"}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-april","value":{"type":"SelectItem","props":{"value":"2026-04","label":"April 2026"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download statement","variant":"primary","size":"medium","action":[{"type":"download","format":"PDF","statementMonth":{"$state":"/selectedMonth"}}]},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["cash-card","burn-card","runway-card"]}}
+{"op":"add","path":"/elements/cash-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$2,480,000","monthlyBurn":"$310,000","runwayMonths":"8.0 months"}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Across operating and reserve accounts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash outflow · 6% below plan","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-progress","runway-note"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/runwayMonths"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":{"$state":"/runwayProgress"},"label":"8 of 12-month target"},"children":[]}}
+{"op":"add","path":"/state/runwayProgress","value":67}
+{"op":"add","path":"/elements/runway-note","value":{"type":"TextContent","props":{"text":"Based on trailing three-month average burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/content-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["expense-card","close-summary-card"]}}
+{"op":"add","path":"/elements/expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-header","expense-chart","expense-total"]}}
+{"op":"add","path":"/elements/expense-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"July 2026 operating expenses"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll & benefits","Cloud infrastructure","Sales & marketing","Professional services","Office & operations"],"values":[184000,52000,37000,24000,13000]}}
+{"op":"add","path":"/elements/expense-total","value":{"type":"TextContent","props":{"text":"**Total expenses: $310,000** · Payroll and benefits account for 59.4% of spend.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/close-summary-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["close-summary-header","close-status","close-details"]}}
+{"op":"add","path":"/elements/close-summary-header","value":{"type":"CardHeader","props":{"title":"Close summary","subtitle":"Month-end controls and exceptions"},"children":[]}}
+{"op":"add","path":"/elements/close-status","value":{"type":"Callout","props":{"variant":"success","title":"Statement ready","description":"All bank accounts are reconciled and the July statement is available to download."},"children":[]}}
+{"op":"add","path":"/elements/close-details","value":{"type":"MarkDownRenderer","props":{"variant":"clear","textMarkdown":"**Revenue collected:** $428,000\n\n**Net cash movement:** +$118,000\n\n**Large transactions:** 4 totaling $88,750\n\n**Unreconciled items:** 0"},"children":[]}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-table","transactions-note"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"All qualifying transactions posted in July 2026"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["tx-date-col","tx-vendor-col","tx-category-col","tx-account-col","tx-amount-col"]},"children":[]}}
+{"op":"add","path":"/elements/tx-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactionColumns/dates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/transactionColumns","value":{"dates":["Jul 2, 2026","Jul 8, 2026","Jul 15, 2026","Jul 24, 2026"],"vendors":["AWS","Gusto Payroll","Horizon Legal LLP","Northstar Media"],"categories":["Cloud infrastructure","Payroll & benefits","Professional services","Sales & marketing"],"accounts":["Operating ••4821","Operating ••4821","Operating ••4821","Corporate card ••1098"],"amounts":["$18,750","$42,000","$16,500","$11,500"]}}
+{"op":"add","path":"/elements/tx-vendor-col","value":{"type":"Col","props":{"label":"Vendor / payee","data":{"$state":"/transactionColumns/vendors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactionColumns/categories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-account-col","value":{"type":"Col","props":{"label":"Account","data":{"$state":"/transactionColumns/accounts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/tx-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactionColumns/amounts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transactions-note","value":{"type":"TextContent","props":{"text":"4 transactions · $88,750 total · Threshold excludes internal account transfers.","size":"small"},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..fecc603b2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"finance-screen"}
+{"op":"add","path":"/elements/finance-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","month-controls","metrics-row","details-row","transactions-section"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-header","download-statement"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Month-end finance","subtitle":{"$template":"Financial position and activity for ${/selectedMonthLabel}"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"July 2026"}
+{"op":"add","path":"/elements/download-statement","value":{"type":"Button","props":{"label":{"$template":"Download ${/selectedMonthLabel} statement"},"action":["download-statement-action"],"variant":"primary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/download-statement-action","value":{"type":"Label","props":{"text":"Download PDF statement"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["month-field","close-status"]}}
+{"op":"add","path":"/elements/month-field","value":{"type":"FormControl","props":{"label":"Reporting month","input":"month-select","hint":"Choose another month to review its month-end figures."},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"reportingMonth","items":["month-july","month-june","month-may","month-april"],"value":{"$bindState":"/selectedMonth"},"placeholder":"Select month","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-07"}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonthLabel","value":"July 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonthLabel","value":"June 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonthLabel","value":"May 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/month-april","value":{"type":"SelectItem","props":{"value":"2026-04","label":"April 2026"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedMonthLabel","value":"April 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/close-status","value":{"type":"Tag","props":{"text":"Books closed","icon":"check","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["cash-metric","burn-metric","runway-metric"]}}
+{"op":"add","path":"/elements/cash-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$1,842,600","monthlyBurn":"$214,800","runway":"8.6 months"}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Across operating and reserve accounts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash used during the month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-note"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/runway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-note","value":{"type":"TextContent","props":{"text":"Based on current cash and trailing burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/details-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["expense-chart-card","expense-breakdown-card"]}}
+{"op":"add","path":"/elements/expense-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-chart-header","expense-chart"]}}
+{"op":"add","path":"/elements/expense-chart-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Total operating expenses: $389,500"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll & benefits","Cloud infrastructure","Sales & marketing","Professional services","Office & operations"],"values":[218000,62400,48100,35500,25500]}}
+{"op":"add","path":"/elements/expense-breakdown-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["breakdown-header","expense-list"]}}
+{"op":"add","path":"/elements/breakdown-header","value":{"type":"CardHeader","props":{"title":"Category breakdown","subtitle":"Share of this month's expenses"},"children":[]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenseCategories","key":"id"},"children":["expense-list-row"]}}
+{"op":"add","path":"/state/expenseCategories","value":[]}
+{"op":"add","path":"/state/expenseCategories/0","value":{"id":"payroll","category":"Payroll & benefits","amount":"$218,000","share":"56.0%"}}
+{"op":"add","path":"/state/expenseCategories/1","value":{"id":"cloud","category":"Cloud infrastructure","amount":"$62,400","share":"16.0%"}}
+{"op":"add","path":"/state/expenseCategories/2","value":{"id":"marketing","category":"Sales & marketing","amount":"$48,100","share":"12.3%"}}
+{"op":"add","path":"/state/expenseCategories/3","value":{"id":"services","category":"Professional services","amount":"$35,500","share":"9.1%"}}
+{"op":"add","path":"/state/expenseCategories/4","value":{"id":"operations","category":"Office & operations","amount":"$25,500","share":"6.6%"}}
+{"op":"add","path":"/elements/expense-list-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["expense-category-name","expense-category-amount","expense-category-share"]}}
+{"op":"add","path":"/elements/expense-category-name","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-share","value":{"type":"Badge","props":{"text":{"$item":"share"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-alert","transactions-table"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":{"$template":"Large transactions posted in ${/selectedMonthLabel}"}},"children":[]}}
+{"op":"add","path":"/elements/transactions-alert","value":{"type":"Alert","props":{"title":"5 large transactions reviewed","description":"These transactions represent 67% of total expenses this month.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["transaction-date-col","transaction-vendor-col","transaction-category-col","transaction-description-col","transaction-amount-col"]},"children":[]}}
+{"op":"add","path":"/elements/transaction-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactionColumns/dates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/transactionColumns","value":{"dates":["Jul 02, 2026","Jul 08, 2026","Jul 15, 2026","Jul 21, 2026","Jul 29, 2026"],"vendors":["AWS","Gusto Payroll","Northstar Legal LLP","LinkedIn","WeWork"],"categories":["Cloud infrastructure","Payroll & benefits","Professional services","Sales & marketing","Office & operations"],"descriptions":["Monthly cloud services","Semi-monthly payroll","Financing and corporate counsel","Recruiting and campaign spend","Quarterly office payment"],"amounts":["$42,780","$109,000","$24,500","$18,950","$12,750"]}}
+{"op":"add","path":"/elements/transaction-vendor-col","value":{"type":"Col","props":{"label":"Vendor","data":{"$state":"/transactionColumns/vendors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactionColumns/categories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-description-col","value":{"type":"Col","props":{"label":"Description","data":{"$state":"/transactionColumns/descriptions"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactionColumns/amounts"},"type":"string"},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..488789e61
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"finance-dashboard"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Financial overview for ${/selectedMonth} · Books updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"July 2026"}
+{"op":"add","path":"/state/lastUpdated","value":"August 2, 2026 at 9:30 AM"}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"June 2026","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"July 2026","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-august","value":{"type":"SelectItem","props":{"value":"August 2026","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"statementMonth","items":["month-june","month-july","month-august"],"value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/month-control","value":{"type":"FormControl","props":{"label":"Reporting month","input":"month-select","hint":"Choose another month to review."},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/downloadRequested"},"$then":"Statement ready","$else":"Download statement"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloadRequested","value":false}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"end","wrap":true},"children":["month-control","download-button"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["page-title","page-subtitle","header-actions"]}}
+{"op":"add","path":"/elements/download-alert","value":{"type":"Alert","props":{"title":"Statement prepared","description":{"$template":"Your ${/selectedMonth} statement is ready to download."},"variant":"success"},"visible":{"$state":"/downloadRequested"},"children":[]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Across operating and reserve accounts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cash-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$1,284,600","monthlyBurn":"$186,400","runwayMonths":6.9}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash used during the selected month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/runwayMonths} months"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":57.5,"label":"6.9 of 12 months"},"children":[]}}
+{"op":"add","path":"/elements/runway-note","value":{"type":"TextContent","props":{"text":"Based on current cash and trailing monthly burn","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-progress","runway-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["cash-card","burn-card","runway-card"]}}
+{"op":"add","path":"/elements/expenses-heading","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Operating expenses for the selected month"},"children":[]}}
+{"op":"add","path":"/elements/expenses-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll & benefits","Cloud & software","Sales & marketing","Professional services","Office & operations"],"values":[112500,28400,21700,14300,9500]}}
+{"op":"add","path":"/elements/expense-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expense-share","value":{"type":"Badge","props":{"text":{"$item":"share"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["expense-category","expense-amount","expense-share"]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenseCategories","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/state/expenseCategories","value":[]}
+{"op":"add","path":"/state/expenseCategories/0","value":{"id":"exp-payroll","category":"Payroll & benefits","amount":"$112,500","share":"60.3%"}}
+{"op":"add","path":"/state/expenseCategories/1","value":{"id":"exp-cloud","category":"Cloud & software","amount":"$28,400","share":"15.2%"}}
+{"op":"add","path":"/state/expenseCategories/2","value":{"id":"exp-marketing","category":"Sales & marketing","amount":"$21,700","share":"11.6%"}}
+{"op":"add","path":"/state/expenseCategories/3","value":{"id":"exp-services","category":"Professional services","amount":"$14,300","share":"7.7%"}}
+{"op":"add","path":"/state/expenseCategories/4","value":{"id":"exp-operations","category":"Office & operations","amount":"$9,500","share":"5.1%"}}
+{"op":"add","path":"/elements/expenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["expenses-heading","expenses-chart","expense-list"]}}
+{"op":"add","path":"/elements/transactions-heading","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":{"$template":"Large transactions recorded in ${/selectedMonth}"}},"children":[]}}
+{"op":"add","path":"/elements/transaction-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-vendor","value":{"type":"TextContent","props":{"text":{"$item":"vendor"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-category","value":{"type":"Badge","props":{"text":{"$item":"category"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["transaction-date","transaction-vendor","transaction-description","transaction-category","transaction-amount"]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/largeTransactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/state/largeTransactions","value":[]}
+{"op":"add","path":"/state/largeTransactions/0","value":{"id":"txn-701","date":"Jul 3","vendor":"Gusto Payroll","description":"Semi-monthly payroll and employer taxes","category":"Payroll","amount":"−$56,240"}}
+{"op":"add","path":"/state/largeTransactions/1","value":{"id":"txn-702","date":"Jul 9","vendor":"AWS","description":"Cloud infrastructure and data services","category":"Cloud","amount":"−$18,760"}}
+{"op":"add","path":"/state/largeTransactions/2","value":{"id":"txn-703","date":"Jul 15","vendor":"Gusto Payroll","description":"Semi-monthly payroll and employer taxes","category":"Payroll","amount":"−$56,260"}}
+{"op":"add","path":"/state/largeTransactions/3","value":{"id":"txn-704","date":"Jul 22","vendor":"Northstar Legal LLP","description":"Fundraising and commercial counsel","category":"Professional services","amount":"−$12,800"}}
+{"op":"add","path":"/state/largeTransactions/4","value":{"id":"txn-705","date":"Jul 29","vendor":"Acme Enterprise Inc.","description":"Annual platform subscription payment received","category":"Revenue","amount":"+$48,000"}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["transactions-heading","transactions-list"]}}
+{"op":"add","path":"/elements/detail-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["expenses-card","transactions-card"]}}
+{"op":"add","path":"/elements/finance-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","download-alert","metrics-row","detail-grid"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..df211a7bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","search-panel","metrics-row","analytics-row","delayed-section","shipments-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["board-title","refresh-status"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"CardHeader","props":{"title":"Logistics Control Board","subtitle":"In-transit performance, exceptions, cost, and carrier volume"},"children":[]}}
+{"op":"add","path":"/elements/refresh-status","value":{"type":"Tag","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"icon":"refresh","size":"md","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"August 18, 2026 at 09:42 UTC"}
+{"op":"add","path":"/elements/search-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["route-search-control","route-search-hint"]}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search by route","input":"route-search-input","hint":"Enter an origin, destination, or route code."},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","type":"text","placeholder":"e.g. Chicago → Dallas or ORD-DFW","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/route-search-hint","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/routeSearch"},"$then":{"$template":"Showing route matches for “${/routeSearch}”"},"$else":"All active routes are currently shown."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-on-time","metric-cost","metric-transit"]}}
+{"op":"add","path":"/elements/metric-on-time","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-on-time-label","metric-on-time-value","metric-on-time-progress"]}}
+{"op":"add","path":"/elements/metric-on-time-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-on-time-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePercentage}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercentage"},"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercentage":93,"averageCost":1842,"inTransitCount":6}}
+{"op":"add","path":"/elements/metric-cost","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-cost-label","metric-cost-value","metric-cost-note"]}}
+{"op":"add","path":"/elements/metric-cost-label","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-cost-note","value":{"type":"TextContent","props":{"text":"Month-to-date across completed and active loads","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-transit-label","metric-transit-value","metric-transit-note"]}}
+{"op":"add","path":"/elements/metric-transit-label","value":{"type":"TextContent","props":{"text":"Shipments in transit","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/inTransitCount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-transit-note","value":{"type":"TextContent","props":{"text":"2 loads currently require attention","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["carrier-volume-card","weekly-volume-card"]}}
+{"op":"add","path":"/elements/carrier-volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-volume-header","carrier-volume-chart"]}}
+{"op":"add","path":"/elements/carrier-volume-header","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Active and completed shipments this month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-volume-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Freight","SwiftLine Logistics","BlueRoad Transport","Atlas Cargo"],"values":[34,27,22,17]}}
+{"op":"add","path":"/elements/weekly-volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-volume-header","weekly-volume-chart"]}}
+{"op":"add","path":"/elements/weekly-volume-header","value":{"type":"CardHeader","props":{"title":"Weekly shipment volume","subtitle":"Past eight weeks"},"children":[]}}
+{"op":"add","path":"/elements/weekly-volume-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-volume-series"],"variant":"natural","xLabel":"Week starting","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-volume-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"values":[118,126,121,139,145,151,147,162]}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed shipments","subtitle":"Exceptions requiring coordinator attention"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-callout"]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Alert","props":{"title":{"$template":"${id} · ${origin} → ${destination}"},"description":{"$template":"${reason} Revised ETA: ${eta}. Carrier: ${carrier}."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-4821","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Aug 19, 4:30 PM CDT","carrier":"NorthStar Freight","reason":"Delayed 5h 20m due to severe weather near Springfield."}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-4837","origin":"Savannah, GA","destination":"Nashville, TN","eta":"Aug 20, 11:15 AM CDT","carrier":"BlueRoad Transport","reason":"Delayed 3h 45m after a mechanical inspection."}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["shipments-header","shipment-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Live route, ETA, status, and flag controls"},"children":[]}}
+{"op":"add","path":"/elements/shipment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipment-top-row","shipment-divider","shipment-detail-row"]}}
+{"op":"add","path":"/elements/shipment-top-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["shipment-identity","shipment-controls"]}}
+{"op":"add","path":"/elements/shipment-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-id","shipment-route"]}}
+{"op":"add","path":"/elements/shipment-id","value":{"type":"Heading","props":{"text":{"$item":"id"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"**${origin}** → **${destination}** · ${routeCode}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["shipment-status","shipment-flag-button"]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"md","variant":{"$cond":{"$item":"delayed"},"$then":"warning","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag shipment"},"variant":{"$cond":{"$item":"flagged"},"$then":"secondary","$else":"tertiary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shipment-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/shipment-detail-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","justify":"between","wrap":true},"children":["shipment-eta","shipment-carrier","shipment-cost"]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"**ETA**\n${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-carrier","value":{"type":"TextContent","props":{"text":{"$template":"**Carrier**\n${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-cost","value":{"type":"TextContent","props":{"text":{"$template":"**Shipment cost**\n$${cost}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-4821","routeCode":"ORD-DFW","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Aug 19, 4:30 PM CDT","status":"Delayed · Weather","delayed":true,"carrier":"NorthStar Freight","cost":"2,140","flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-4829","routeCode":"LAX-PHX","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Aug 18, 6:10 PM MST","status":"On time","delayed":false,"carrier":"SwiftLine Logistics","cost":"1,380","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-4833","routeCode":"SEA-PDX","origin":"Seattle, WA","destination":"Portland, OR","eta":"Aug 18, 2:45 PM PDT","status":"On time","delayed":false,"carrier":"Atlas Cargo","cost":"980","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-4837","routeCode":"SAV-BNA","origin":"Savannah, GA","destination":"Nashville, TN","eta":"Aug 20, 11:15 AM CDT","status":"Delayed · Inspection","delayed":true,"carrier":"BlueRoad Transport","cost":"1,760","flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-4842","routeCode":"EWR-BOS","origin":"Newark, NJ","destination":"Boston, MA","eta":"Aug 18, 8:20 PM EDT","status":"On time","delayed":false,"carrier":"NorthStar Freight","cost":"1,220","flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-4848","routeCode":"DEN-SLC","origin":"Denver, CO","destination":"Salt Lake City, UT","eta":"Aug 19, 9:05 AM MDT","status":"On time","delayed":false,"carrier":"SwiftLine Logistics","cost":"1,570","flagged":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..c6d14a275
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/board-title","value":{"type":"Heading","props":{"text":"Logistics Control Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/refresh-status","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"August 18, 2026 at 09:42 UTC"}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["board-title","refresh-status"]}}
+{"op":"add","path":"/elements/on-time-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePercentage}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercentage":94.6,"averageCost":"$1,284"}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercentage"},"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/on-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-label","on-time-value","on-time-progress"]}}
+{"op":"add","path":"/elements/on-time-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-label","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageCost"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Across completed shipments this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cost-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-label","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["on-time-card","cost-card"]}}
+{"op":"add","path":"/elements/delay-title","value":{"type":"Heading","props":{"text":"Delayed shipments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-count","value":{"type":"Badge","props":{"text":{"$template":"${/delayedCount} active delays"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":2}
+{"op":"add","path":"/elements/delay-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["delay-title","delay-count"]}}
+{"op":"add","path":"/elements/delay-alert","value":{"type":"Alert","props":{"title":{"$template":"${reference}: ${origin} → ${destination}"},"description":{"$template":"${reason} New ETA: ${eta}."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delay-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delay-alert"]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-1048","reference":"SHP-1048","origin":"Long Beach, CA","destination":"Phoenix, AZ","eta":"Aug 19, 16:30","reason":"Port congestion caused an 8-hour delay."}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-1053","reference":"SHP-1053","origin":"Chicago, IL","destination":"Columbus, OH","eta":"Aug 20, 11:15","reason":"Severe weather added approximately 5 hours."}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["delay-header","delay-list"]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Freight","BlueLine Logistics","SwiftHaul","Atlas Transport"],"values":[36,28,21,15]}}
+{"op":"add","path":"/elements/carrier-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-title","carrier-chart"]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"values":[182,196,211,205,229,238,251,244]}}
+{"op":"add","path":"/elements/weekly-title","value":{"type":"Heading","props":{"text":"Weekly volume · past two months","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-series"],"variant":"natural","xLabel":"Week starting","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-title","weekly-chart","weekly-series"]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["carrier-card","weekly-card"]}}
+{"op":"add","path":"/elements/shipments-title","value":{"type":"Heading","props":{"text":"Shipments in transit","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Search origin or destination…","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search by route","input":"route-search-input","hint":"Enter a city, state, origin, or destination."},"children":[]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between"},"children":["shipments-title","route-search-control"]}}
+{"op":"add","path":"/elements/shipment-reference","value":{"type":"Heading","props":{"text":{"$item":"reference"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"**${origin}** → **${destination}**"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag shipment"},"variant":{"$cond":{"$item":"flagged"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"end"},"children":["shipment-status","flag-button"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["shipment-reference","shipment-route","shipment-eta","shipment-actions"]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-1048","reference":"SHP-1048","origin":"Long Beach, CA","destination":"Phoenix, AZ","eta":"Aug 19, 16:30","status":"Delayed","delayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-1050","reference":"SHP-1050","origin":"Dallas, TX","destination":"Atlanta, GA","eta":"Aug 19, 20:00","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-1051","reference":"SHP-1051","origin":"Seattle, WA","destination":"Portland, OR","eta":"Aug 19, 13:45","status":"In transit","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-1053","reference":"SHP-1053","origin":"Chicago, IL","destination":"Columbus, OH","eta":"Aug 20, 11:15","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-1056","reference":"SHP-1056","origin":"Newark, NJ","destination":"Boston, MA","eta":"Aug 20, 08:30","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","metrics-row","delayed-section","analytics-row","shipments-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..3e1155aa1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Logistics Control Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor active routes, delays, carrier mix, volume, and shipment costs.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/refresh-status","value":{"type":"Badge","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"August 18, 2026 at 09:42 UTC"}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","refresh-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/on-time-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/on-time-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePercent}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercent"},"label":"Monthly service level"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercent":94,"averageCost":1284,"inTransitCount":6,"delayedCount":2}}
+{"op":"add","path":"/elements/on-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-label","on-time-value","on-time-progress"]}}
+{"op":"add","path":"/elements/cost-label","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Across completed shipments this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cost-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-label","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/transit-label","value":{"type":"TextContent","props":{"text":"Shipments in transit","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/inTransitCount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transit-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/delayedCount} currently delayed"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transit-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transit-label","transit-value","transit-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["on-time-card","cost-card","transit-card"]}}
+{"op":"add","path":"/elements/delay-heading","value":{"type":"Heading","props":{"text":"Delayed shipments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-summary","value":{"type":"Alert","props":{"title":{"$template":"${/metrics/delayedCount} shipments need attention"},"description":"Exceptions are highlighted below. Coordinate with carriers and notify receiving teams.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"**${reference}** · ${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/delayed-detail","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta} · ${delayReason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["delayed-copy","delayed-status"]}}
+{"op":"add","path":"/elements/delayed-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delayed-route","delayed-detail"]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-2048","reference":"SHP-2048","origin":"Chicago, IL","destination":"Atlanta, GA","eta":"Aug 19, 14:30","status":"Delayed 6h","delayReason":"Weather hold at Louisville hub"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-2051","reference":"SHP-2051","origin":"Long Beach, CA","destination":"Phoenix, AZ","eta":"Aug 20, 09:15","status":"Delayed 11h","delayReason":"Port release documentation pending"}}
+{"op":"add","path":"/elements/delays-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delay-heading","delay-summary","delayed-list"]}}
+{"op":"add","path":"/elements/search-heading","value":{"type":"Heading","props":{"text":"Search by route","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/route-search","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Enter origin, destination, or route code","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/search-hint","value":{"type":"TextContent","props":{"text":"Use city names such as “Chicago” or a lane such as “SEA–DEN”.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/search-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["search-heading","route-search","search-hint"]}}
+{"op":"add","path":"/elements/shipments-heading","value":{"type":"Heading","props":{"text":"Shipments in transit","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/shipment-reference","value":{"type":"TextContent","props":{"text":{"$template":"**${reference}** · ${carrier}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"delayed"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag shipment"},"variant":{"$cond":{"$item":"flagged"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shipment-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-reference","shipment-route","shipment-eta"]}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["shipment-status","flag-button"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["shipment-copy","shipment-actions"]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-2043","reference":"SHP-2043","carrier":"FedEx Freight","origin":"Seattle, WA","destination":"Denver, CO","eta":"Aug 18, 18:45","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-2045","reference":"SHP-2045","carrier":"UPS Supply Chain","origin":"Dallas, TX","destination":"Nashville, TN","eta":"Aug 19, 07:20","status":"In transit","delayed":false,"flagged":true}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-2048","reference":"SHP-2048","carrier":"XPO Logistics","origin":"Chicago, IL","destination":"Atlanta, GA","eta":"Aug 19, 14:30","status":"Delayed 6h","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-2049","reference":"SHP-2049","carrier":"Old Dominion","origin":"Newark, NJ","destination":"Boston, MA","eta":"Aug 18, 21:10","status":"At destination hub","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-2051","reference":"SHP-2051","carrier":"J.B. Hunt","origin":"Long Beach, CA","destination":"Phoenix, AZ","eta":"Aug 20, 09:15","status":"Delayed 11h","delayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-2054","reference":"SHP-2054","carrier":"FedEx Freight","origin":"Miami, FL","destination":"Charlotte, NC","eta":"Aug 20, 16:40","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-heading","shipments-list"]}}
+{"op":"add","path":"/elements/carrier-heading","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["FedEx Freight","UPS Supply Chain","XPO Logistics","Old Dominion","J.B. Hunt"],"values":[31,24,18,15,12]}}
+{"op":"add","path":"/elements/carrier-note","value":{"type":"TextContent","props":{"text":"Share of shipment volume this month (%)","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/carrier-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-heading","carrier-chart","carrier-note"]}}
+{"op":"add","path":"/elements/weekly-heading","value":{"type":"Heading","props":{"text":"Weekly volume · past two months","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"values":[184,201,193,228,219,247,256,238]}}
+{"op":"add","path":"/elements/weekly-note","value":{"type":"TextContent","props":{"text":"Eight-week throughput trend across all carriers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-heading","weekly-chart","weekly-note"]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["carrier-section","weekly-section"]}}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["board-header","metrics-row","delays-section","search-panel","shipments-section","analytics-row"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..c5c363fcb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,80 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","route-search-card","metrics-row","analytics-row","delayed-section","shipments-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["board-title","refresh-status"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"CardHeader","props":{"title":"Logistics Control Board","subtitle":"In-transit visibility, carrier volume, cost, and service performance"},"children":[]}}
+{"op":"add","path":"/elements/refresh-status","value":{"type":"Tag","props":{"text":{"$template":"Last refreshed ${/lastRefreshed}"},"icon":"refresh","size":"md","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Aug 18, 2026 at 09:42 UTC"}
+{"op":"add","path":"/elements/route-search-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["route-search-control","route-search-button","route-search-hint"]}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search by route","input":"route-search-input","hint":"Enter an origin, destination, or route code"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","type":"text","placeholder":"e.g. Chicago → Dallas","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/route-search-button","value":{"type":"Button","props":{"label":"Search routes","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/activeRouteSearch","value":{"$state":"/routeSearch"}}}},"children":[]}}
+{"op":"add","path":"/elements/route-search-hint","value":{"type":"TextContent","props":{"text":{"$template":"Active route filter: ${/activeRouteSearch}"},"size":"small"},"visible":{"$state":"/activeRouteSearch"},"children":[]}}
+{"op":"add","path":"/state/activeRouteSearch","value":""}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"between","wrap":true},"children":["on-time-card","cost-card","transit-count-card","delayed-count-card"]}}
+{"op":"add","path":"/elements/on-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-label","on-time-value","on-time-progress"]}}
+{"op":"add","path":"/elements/on-time-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/on-time-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePercentage}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercentage"},"label":"Monthly target: 95%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercentage":94,"averageCost":1842,"inTransitCount":6,"delayedCount":2}}
+{"op":"add","path":"/elements/cost-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-label","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/cost-label","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Month to date, all active carriers","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transit-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transit-label","transit-value","transit-note"]}}
+{"op":"add","path":"/elements/transit-label","value":{"type":"TextContent","props":{"text":"Shipments in transit","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/inTransitCount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transit-note","value":{"type":"TextContent","props":{"text":"Across domestic and cross-border lanes","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delayed-label","delayed-value","delayed-note"]}}
+{"op":"add","path":"/elements/delayed-label","value":{"type":"TextContent","props":{"text":"Delayed shipments","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/delayedCount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delayed-note","value":{"type":"Badge","props":{"text":"Requires attention","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"between","wrap":true},"children":["carrier-volume-card","weekly-volume-card"]}}
+{"op":"add","path":"/elements/carrier-volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-volume-header","carrier-volume-chart"]}}
+{"op":"add","path":"/elements/carrier-volume-header","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Share of shipments this month"},"children":[]}}
+{"op":"add","path":"/elements/carrier-volume-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Freight","BlueLine Logistics","Atlas Transport","SwiftHaul"],"values":[34,28,22,16]}}
+{"op":"add","path":"/elements/weekly-volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-volume-header","weekly-volume-chart"]}}
+{"op":"add","path":"/elements/weekly-volume-header","value":{"type":"CardHeader","props":{"title":"Weekly shipment volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/weekly-volume-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-volume-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"values":[118,126,121,139,147,143,158,151]}}
+{"op":"add","path":"/elements/weekly-volume-series","value":{"type":"Series","props":{"category":"Shipment volume","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayed-header","delayed-callout","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed shipments","subtitle":"Exceptions requiring coordinator review"},"children":[]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Alert","props":{"title":"2 shipments are behind schedule","description":"Weather disruption and a terminal capacity constraint are affecting current ETAs.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["delayed-item-details","delayed-item-status"]}}
+{"op":"add","path":"/elements/delayed-item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delayed-item-route","delayed-item-meta","delayed-item-reason"]}}
+{"op":"add","path":"/elements/delayed-item-route","value":{"type":"Heading","props":{"text":{"$template":"${origin} → ${destination}"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-meta","value":{"type":"TextContent","props":{"text":{"$template":"${id} • Revised ETA ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-item-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"icon":"alert-triangle","size":"md","variant":"danger"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-4821","origin":"Seattle, WA","destination":"Denver, CO","eta":"Aug 19, 16:30","status":"Delayed","reason":"Weather hold near Boise; estimated delay is 7 hours."}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-4798","origin":"Newark, NJ","destination":"Atlanta, GA","eta":"Aug 20, 11:15","status":"Delayed","reason":"Terminal congestion in Newark; estimated delay is 12 hours."}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Live route, ETA, status, and flag controls"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["shipment-identity","shipment-origin","shipment-destination","shipment-eta","shipment-status","shipment-flag-button","shipment-flagged-badge"]}}
+{"op":"add","path":"/elements/shipment-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-id","shipment-carrier"]}}
+{"op":"add","path":"/elements/shipment-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-carrier","value":{"type":"TextContent","props":{"text":{"$item":"carrier"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-origin","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["origin-label","origin-value"]}}
+{"op":"add","path":"/elements/origin-label","value":{"type":"Label","props":{"text":"Origin"},"children":[]}}
+{"op":"add","path":"/elements/origin-value","value":{"type":"TextContent","props":{"text":{"$item":"origin"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-destination","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["destination-label","destination-value"]}}
+{"op":"add","path":"/elements/destination-label","value":{"type":"Label","props":{"text":"Destination"},"children":[]}}
+{"op":"add","path":"/elements/destination-value","value":{"type":"TextContent","props":{"text":{"$item":"destination"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["eta-label","eta-value"]}}
+{"op":"add","path":"/elements/eta-label","value":{"type":"Label","props":{"text":"ETA"},"children":[]}}
+{"op":"add","path":"/elements/eta-value","value":{"type":"TextContent","props":{"text":{"$item":"eta"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"md","variant":{"$cond":{"$item":"delayed"},"$then":"danger","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag-button","value":{"type":"Button","props":{"label":"Flag shipment","variant":"secondary","size":"small"},"visible":{"$item":"flagged","not":true},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shipment-flagged-badge","value":{"type":"Badge","props":{"text":"Flagged","variant":"destructive"},"visible":{"$item":"flagged"},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-4821","carrier":"NorthStar Freight","origin":"Seattle, WA","destination":"Denver, CO","eta":"Aug 19, 16:30","status":"Delayed","delayed":true,"flagged":true}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-4837","carrier":"BlueLine Logistics","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Aug 19, 08:45","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-4814","carrier":"Atlas Transport","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Aug 18, 21:10","status":"Arriving today","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-4798","carrier":"SwiftHaul","origin":"Newark, NJ","destination":"Atlanta, GA","eta":"Aug 20, 11:15","status":"Delayed","delayed":true,"flagged":false}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"SHP-4842","carrier":"NorthStar Freight","origin":"Memphis, TN","destination":"Miami, FL","eta":"Aug 20, 06:20","status":"On schedule","delayed":false,"flagged":false}}
+{"op":"add","path":"/state/shipments/5","value":{"id":"SHP-4850","carrier":"BlueLine Logistics","origin":"Toronto, ON","destination":"Detroit, MI","eta":"Aug 19, 14:05","status":"Customs cleared","delayed":false,"flagged":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..50f91f7f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"hiring-overview"}
+{"op":"add","path":"/elements/hiring-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","roles-pipeline-row","department-interviews-row","attrition-card"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","open-role-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Workforce health, recruiting pipeline, and upcoming interviews at a glance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/open-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open a new role","title":"Open a new role","description":"Add the role details to start the hiring process.","content":["new-role-form"],"triggerVariant":"default"},"children":["new-role-form"]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"new-role","buttons":"new-role-buttons","fields":["role-title-control","role-department-control","role-location-control","role-priority-control"]},"children":["role-title-control","role-department-control","role-location-control","role-priority-control","new-role-buttons"]}}
+{"op":"add","path":"/elements/role-title-control","value":{"type":"FormControl","props":{"label":"Role title","input":"role-title-input","hint":"Use the title candidates will see."},"children":["role-title-input"]}}
+{"op":"add","path":"/elements/role-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer","type":"text","value":{"$bindState":"/newRole/title"},"rules":[{"required":true,"message":"Role title is required"}]},"children":[]}}
+{"op":"add","path":"/state/newRole/title","value":""}
+{"op":"add","path":"/elements/role-department-control","value":{"type":"FormControl","props":{"label":"Department","input":"role-department-select"},"children":["role-department-select"]}}
+{"op":"add","path":"/elements/role-department-select","value":{"type":"Select","props":{"name":"roleDepartment","items":["dept-option-eng","dept-option-sales","dept-option-product","dept-option-marketing","dept-option-people","dept-option-finance"],"placeholder":"Select department","value":{"$bindState":"/newRole/department"},"size":"medium","rules":[{"required":true,"message":"Department is required"}]},"children":["dept-option-eng","dept-option-sales","dept-option-product","dept-option-marketing","dept-option-people","dept-option-finance"]}}
+{"op":"add","path":"/state/newRole/department","value":""}
+{"op":"add","path":"/elements/dept-option-eng","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-product","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-marketing","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-people","value":{"type":"SelectItem","props":{"value":"People","label":"People"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-finance","value":{"type":"SelectItem","props":{"value":"Finance & Ops","label":"Finance & Ops"},"children":[]}}
+{"op":"add","path":"/elements/role-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"role-location-input"},"children":["role-location-input"]}}
+{"op":"add","path":"/elements/role-location-input","value":{"type":"Input","props":{"name":"roleLocation","placeholder":"e.g. New York or Remote","type":"text","value":{"$bindState":"/newRole/location"},"rules":[{"required":true,"message":"Location is required"}]},"children":[]}}
+{"op":"add","path":"/state/newRole/location","value":""}
+{"op":"add","path":"/elements/role-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"role-priority-select"},"children":["role-priority-select"]}}
+{"op":"add","path":"/elements/role-priority-select","value":{"type":"Select","props":{"name":"rolePriority","items":["priority-standard","priority-high","priority-critical"],"value":{"$bindState":"/newRole/priority"},"size":"medium"},"children":["priority-standard","priority-high","priority-critical"]}}
+{"op":"add","path":"/state/newRole/priority","value":"Standard"}
+{"op":"add","path":"/elements/priority-standard","value":{"type":"SelectItem","props":{"value":"Standard","label":"Standard"},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/priority-critical","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/new-role-buttons","value":{"type":"Buttons","props":{"buttons":["create-role-button"],"direction":"row"},"children":["create-role-button"]}}
+{"op":"add","path":"/elements/create-role-button","value":{"type":"Button","props":{"label":"Create role","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newRoleValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["headcount-metric","open-roles-metric","time-to-hire-metric","interviews-metric"]}}
+{"op":"add","path":"/elements/headcount-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["headcount-label","headcount-value","headcount-note"]}}
+{"op":"add","path":"/elements/headcount-label","value":{"type":"TextContent","props":{"text":"Current headcount","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/headcount-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/headcount","value":"248"}
+{"op":"add","path":"/elements/headcount-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/headcountChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/headcountChange","value":"+8 since last month"}
+{"op":"add","path":"/elements/open-roles-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-roles-label","open-roles-value","open-roles-note"]}}
+{"op":"add","path":"/elements/open-roles-label","value":{"type":"TextContent","props":{"text":"Open roles","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-roles-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openRoles"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/openRoles","value":"8"}
+{"op":"add","path":"/elements/open-roles-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics.priorityRoles"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics/priorityRoles","value":"3 high priority"}
+{"op":"add","path":"/elements/time-to-hire-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["time-to-hire-label","time-to-hire-value","time-to-hire-note"]}}
+{"op":"add","path":"/elements/time-to-hire-label","value":{"type":"TextContent","props":{"text":"Average time to hire","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/time-to-hire-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/timeToHire"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/timeToHire","value":"31 days"}
+{"op":"add","path":"/elements/time-to-hire-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics.timeToHireChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics.timeToHireChange","value":"4 days faster QoQ"}
+{"op":"add","path":"/elements/interviews-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["interviews-label","interviews-value","interviews-note"]}}
+{"op":"add","path":"/elements/interviews-label","value":{"type":"TextContent","props":{"text":"Interviews this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interviews-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/interviewsThisWeek"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/interviewsThisWeek","value":"12"}
+{"op":"add","path":"/elements/interviews-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics.interviewsToday"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/metrics.interviewsToday","value":"3 scheduled today"}
+{"op":"add","path":"/elements/roles-pipeline-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["open-roles-card","pipeline-card"]}}
+{"op":"add","path":"/elements/open-roles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["open-roles-header","open-roles-list"]}}
+{"op":"add","path":"/elements/open-roles-header","value":{"type":"CardHeader","props":{"title":"Open roles","subtitle":"Active requisitions by department"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..19f0d0446
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,127 @@
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+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","location":""}}
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+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition — past six months","subtitle":"Monthly voluntary and involuntary departures"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/attritionLabels"},"series":["attrition-series"],"variant":"natural","xLabel":"Month","yLabel":"Departures"},"children":[]}}
+{"op":"add","path":"/elements/attrition-series","value":{"type":"Series","props":{"category":"Departures","values":{"$state":"/attritionValues"}},"children":[]}}
+{"op":"add","path":"/state/attritionLabels","value":[]}
+{"op":"add","path":"/state/attritionLabels/0","value":"Feb"}
+{"op":"add","path":"/state/attritionLabels/1","value":"Mar"}
+{"op":"add","path":"/state/attritionLabels/2","value":"Apr"}
+{"op":"add","path":"/state/attritionLabels/3","value":"May"}
+{"op":"add","path":"/state/attritionLabels/4","value":"Jun"}
+{"op":"add","path":"/state/attritionLabels/5","value":"Jul"}
+{"op":"add","path":"/state/attritionValues","value":[]}
+{"op":"add","path":"/state/attritionValues/0","value":5}
+{"op":"add","path":"/state/attritionValues/1","value":4}
+{"op":"add","path":"/state/attritionValues/2","value":6}
+{"op":"add","path":"/state/attritionValues/3","value":3}
+{"op":"add","path":"/state/attritionValues/4","value":4}
+{"op":"add","path":"/state/attritionValues/5","value":2}
+{"op":"add","path":"/elements/attrition-note","value":{"type":"Callout","props":{"variant":"success","title":"Attrition is trending down","description":"July departures were 50% below the six-month monthly average."},"children":[]}}
+{"op":"add","path":"/elements/interviews-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["interviews-header","interviews-list"]}}
+{"op":"add","path":"/elements/interviews-header","value":{"type":"CardHeader","props":{"title":"Interviews scheduled this week","subtitle":"8 upcoming interviews across priority roles"},"children":[]}}
+{"op":"add","path":"/elements/interviews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/interviews","key":"id"},"children":["interview-row"]}}
+{"op":"add","path":"/elements/interview-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["interview-person","interview-schedule","interview-stage"]}}
+{"op":"add","path":"/elements/interview-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["interview-avatar","interview-person-details"]}}
+{"op":"add","path":"/elements/interview-avatar","value":{"type":"Avatar","props":{"alt":{"$item":"candidate"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/interview-person-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["interview-candidate","interview-role"]}}
+{"op":"add","path":"/elements/interview-candidate","value":{"type":"TextContent","props":{"text":{"$item":"candidate"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interview-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/interview-schedule","value":{"type":"TextContent","props":{"text":{"$template":"${day}, ${time} · ${interviewer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/interview-stage","value":{"type":"Badge","props":{"text":{"$item":"stage"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"int-201","candidate":"Maya Patel","initials":"MP","role":"Senior Backend Engineer","day":"Monday","time":"10:00 AM","interviewer":"Alex Chen","stage":"Technical"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"int-202","candidate":"Jordan Lee","initials":"JL","role":"Product Designer","day":"Monday","time":"2:30 PM","interviewer":"Nina Brooks","stage":"Portfolio"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"int-203","candidate":"Sofia Martinez","initials":"SM","role":"Enterprise Account Executive","day":"Tuesday","time":"11:00 AM","interviewer":"Marcus Hill","stage":"Hiring manager"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"int-204","candidate":"Ethan Williams","initials":"EW","role":"Senior Backend Engineer","day":"Wednesday","time":"9:30 AM","interviewer":"Priya Shah","stage":"System design"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"int-205","candidate":"Avery Thompson","initials":"AT","role":"Lifecycle Marketing Manager","day":"Wednesday","time":"3:00 PM","interviewer":"Dana Kim","stage":"Panel"}}
+{"op":"add","path":"/state/interviews/5","value":{"id":"int-206","candidate":"Noah Johnson","initials":"NJ","role":"People Operations Partner","day":"Thursday","time":"10:30 AM","interviewer":"Riley Morgan","stage":"Final"}}
+{"op":"add","path":"/state/interviews/6","value":{"id":"int-207","candidate":"Chloe Nguyen","initials":"CN","role":"Product Designer","day":"Thursday","time":"1:00 PM","interviewer":"Nina Brooks","stage":"Team interview"}}
+{"op":"add","path":"/state/interviews/7","value":{"id":"int-208","candidate":"Liam Davis","initials":"LD","role":"Enterprise Account Executive","day":"Friday","time":"11:30 AM","interviewer":"Marcus Hill","stage":"Final"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..28afefaea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,94 @@
+{"op":"add","path":"/root","value":"hiring-overview"}
+{"op":"add","path":"/elements/hiring-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","metrics-row","roles-section","pipeline-section","department-section","interviews-section","attrition-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","open-role-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Workforce, recruiting pipeline, interviews, and attrition at a glance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/open-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open a new role","title":"Create a new role","description":"Enter the core details to start a new requisition.","content":["new-role-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"new-role","fields":["role-title-control","role-department-control","role-location-control"],"buttons":"role-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/role-title-control","value":{"type":"FormControl","props":{"label":"Role title","input":"role-title-input","hint":"Use the title candidates will see."},"children":[]}}
+{"op":"add","path":"/elements/role-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer","type":"text","value":{"$bindState":"/newRole/title"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newRole/title","value":""}
+{"op":"add","path":"/elements/role-department-control","value":{"type":"FormControl","props":{"label":"Department","input":"role-department-select"},"children":[]}}
+{"op":"add","path":"/elements/role-department-select","value":{"type":"Select","props":{"name":"roleDepartment","items":["dept-option-engineering","dept-option-product","dept-option-sales","dept-option-marketing","dept-option-operations"],"placeholder":"Select department","value":{"$bindState":"/newRole/department"},"size":"medium","rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newRole/department","value":""}
+{"op":"add","path":"/elements/dept-option-engineering","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-product","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-marketing","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/dept-option-operations","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"},"children":[]}}
+{"op":"add","path":"/elements/role-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"role-location-input","hint":"Specify an office, region, or Remote."},"children":[]}}
+{"op":"add","path":"/elements/role-location-input","value":{"type":"Input","props":{"name":"roleLocation","placeholder":"e.g. New York or Remote","type":"text","value":{"$bindState":"/newRole/location"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/newRole/location","value":""}
+{"op":"add","path":"/elements/role-form-buttons","value":{"type":"Buttons","props":{"buttons":["cancel-role-button","create-role-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/cancel-role-button","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/create-role-button","value":{"type":"Button","props":{"label":"Create role","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newRoleValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["headcount-metric","open-roles-metric","time-to-hire-metric","interviews-metric"]}}
+{"op":"add","path":"/elements/headcount-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["headcount-label","headcount-value","headcount-note"]}}
+{"op":"add","path":"/elements/headcount-label","value":{"type":"TextContent","props":{"text":"Current headcount","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/headcount-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/headcount","value":"248"}
+{"op":"add","path":"/elements/headcount-note","value":{"type":"Badge","props":{"text":"+12 year to date","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/open-roles-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-roles-label","open-roles-value","open-roles-note"]}}
+{"op":"add","path":"/elements/open-roles-label","value":{"type":"TextContent","props":{"text":"Open roles","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-roles-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openRoles"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/openRoles","value":"8"}
+{"op":"add","path":"/elements/open-roles-note","value":{"type":"TextContent","props":{"text":"Across 5 departments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/time-to-hire-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["time-to-hire-label","time-to-hire-value","time-to-hire-note"]}}
+{"op":"add","path":"/elements/time-to-hire-label","value":{"type":"TextContent","props":{"text":"Average time to hire","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/time-to-hire-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageTimeToHire"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageTimeToHire","value":"31 days"}
+{"op":"add","path":"/elements/time-to-hire-note","value":{"type":"Badge","props":{"text":"4 days faster vs. last quarter","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/interviews-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["interviews-label","interviews-value","interviews-note"]}}
+{"op":"add","path":"/elements/interviews-label","value":{"type":"TextContent","props":{"text":"Interviews this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interviews-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/interviewsThisWeek"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/interviewsThisWeek","value":"14"}
+{"op":"add","path":"/elements/interviews-note","value":{"type":"TextContent","props":{"text":"Next: Today at 10:30 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/roles-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["roles-header","roles-list"]}}
+{"op":"add","path":"/elements/roles-header","value":{"type":"CardHeader","props":{"title":"Open roles","subtitle":"Active requisitions by department and hiring progress"},"children":[]}}
+{"op":"add","path":"/elements/roles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-row"]}}
+{"op":"add","path":"/elements/role-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["role-copy","role-status"]}}
+{"op":"add","path":"/elements/role-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["role-title","role-details"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/role-details","value":{"type":"TextContent","props":{"text":{"$template":"${department} · ${location} · Opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/role-status","value":{"type":"Tag","props":{"text":{"$template":"${candidates} candidates"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"role-101","title":"Senior Backend Engineer","department":"Engineering","location":"Remote — US","opened":"Aug 4","candidates":18}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"role-102","title":"Product Designer","department":"Product","location":"New York, NY","opened":"Aug 7","candidates":12}}
+{"op":"add","path":"/state/openRoles/2","value":{"id":"role-103","title":"Enterprise Account Executive","department":"Sales","location":"Chicago, IL","opened":"Aug 9","candidates":21}}
+{"op":"add","path":"/state/openRoles/3","value":{"id":"role-104","title":"Lifecycle Marketing Manager","department":"Marketing","location":"Remote — US","opened":"Aug 11","candidates":9}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"role-105","title":"People Operations Specialist","department":"Operations","location":"Austin, TX","opened":"Aug 13","candidates":7}}
+{"op":"add","path":"/elements/pipeline-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pipeline-header","pipeline-chart"]}}
+{"op":"add","path":"/elements/pipeline-header","value":{"type":"CardHeader","props":{"title":"Candidate pipeline","subtitle":"Candidates currently at each hiring stage"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/pipeline/labels"},"series":["pipeline-series"],"variant":"grouped","xLabel":"Candidates","yLabel":"Pipeline stage"},"children":[]}}
+{"op":"add","path":"/state/pipeline/labels","value":["Applied","Recruiter screen","Hiring manager","Interview loop","Offer","Hired"]}
+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":{"$state":"/pipeline/counts"}},"children":[]}}
+{"op":"add","path":"/state/pipeline/counts","value":[86,42,25,17,6,4]}
+{"op":"add","path":"/elements/department-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-header","department-chart"]}}
+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Headcount by department","subtitle":"Current workforce distribution"},"children":[]}}
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+{"op":"add","path":"/state/departmentHeadcount/labels","value":["Engineering","Sales","Product","Operations","Marketing","Finance & Legal"]}
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+{"op":"add","path":"/elements/interviews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["interviews-header","interviews-list"]}}
+{"op":"add","path":"/elements/interviews-header","value":{"type":"CardHeader","props":{"title":"Interviews scheduled this week","subtitle":"Upcoming candidate conversations and interview loops"},"children":[]}}
+{"op":"add","path":"/elements/interviews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/interviews","key":"id"},"children":["interview-row"]}}
+{"op":"add","path":"/elements/interview-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["interview-copy","interview-type"]}}
+{"op":"add","path":"/elements/interview-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["candidate-name","interview-details"]}}
+{"op":"add","path":"/elements/candidate-name","value":{"type":"TextContent","props":{"text":{"$item":"candidate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interview-details","value":{"type":"TextContent","props":{"text":{"$template":"${day}, ${time} · ${role} · with ${interviewer}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/interview-type","value":{"type":"Tag","props":{"text":{"$item":"stage"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"int-201","candidate":"Maya Chen","day":"Monday","time":"10:30 AM","role":"Product Designer","interviewer":"Lena Ortiz","stage":"Portfolio review"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"int-202","candidate":"Jordan Blake","day":"Tuesday","time":"1:00 PM","role":"Senior Backend Engineer","interviewer":"Marcus Reed","stage":"Technical screen"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"int-203","candidate":"Priya Shah","day":"Wednesday","time":"11:00 AM","role":"Enterprise Account Executive","interviewer":"Nina Foster","stage":"Hiring manager"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"int-204","candidate":"Eli Thompson","day":"Thursday","time":"2:30 PM","role":"Lifecycle Marketing Manager","interviewer":"Samira Cole","stage":"Panel interview"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"int-205","candidate":"Sofia Alvarez","day":"Friday","time":"9:30 AM","role":"People Operations Specialist","interviewer":"Daniel Kim","stage":"Final interview"}}
+{"op":"add","path":"/elements/attrition-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["attrition-header","attrition-chart","attrition-summary"]}}
+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition — past six months","subtitle":"Monthly voluntary and involuntary departures"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/attrition/months"},"series":["voluntary-series","involuntary-series"],"variant":"stacked","xLabel":"Month","yLabel":"Departures"},"children":[]}}
+{"op":"add","path":"/state/attrition/months","value":["Mar","Apr","May","Jun","Jul","Aug"]}
+{"op":"add","path":"/elements/voluntary-series","value":{"type":"Series","props":{"category":"Voluntary","values":{"$state":"/attrition/voluntary"}},"children":[]}}
+{"op":"add","path":"/state/attrition/voluntary","value":[3,4,2,5,3,2]}
+{"op":"add","path":"/elements/involuntary-series","value":{"type":"Series","props":{"category":"Involuntary","values":{"$state":"/attrition/involuntary"}},"children":[]}}
+{"op":"add","path":"/state/attrition/involuntary","value":[1,0,1,1,0,1]}
+{"op":"add","path":"/elements/attrition-summary","value":{"type":"Callout","props":{"variant":"success","title":"Six-month attrition rate: 9.1%","description":"Attrition is down 1.4 percentage points compared with the previous six-month period."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..a0814f26b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,111 @@
+{"op":"add","path":"/root","value":"hiring-overview"}
+{"op":"add","path":"/elements/hiring-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header-row","metrics-row","roles-pipeline-row","workforce-row","interviews-card"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-header","open-role-dialog"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Hiring overview","subtitle":"Workforce, recruiting pipeline, interviews, and attrition at a glance"},"children":[]}}
+{"op":"add","path":"/elements/open-role-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open a new role","title":"Create a new role","description":"Enter the position details to begin the approval and recruiting workflow.","content":["new-role-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"new-role","fields":["role-title-control","role-department-control","role-location-control"],"buttons":"role-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/role-title-control","value":{"type":"FormControl","props":{"label":"Role title","input":"role-title-input","hint":"Use the approved internal title."},"children":[]}}
+{"op":"add","path":"/elements/role-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer","type":"text","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/state/newRole/title","value":""}
+{"op":"add","path":"/elements/role-department-control","value":{"type":"FormControl","props":{"label":"Department","input":"role-department-select"},"children":[]}}
+{"op":"add","path":"/elements/role-department-select","value":{"type":"Select","props":{"name":"roleDepartment","items":["department-engineering","department-product","department-sales","department-marketing","department-operations","department-people"],"placeholder":"Select a department","size":"medium","value":{"$bindState":"/newRole/department"}},"children":[]}}
+{"op":"add","path":"/state/newRole/department","value":""}
+{"op":"add","path":"/elements/department-engineering","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/department-product","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/department-sales","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/department-marketing","value":{"type":"SelectItem","props":{"value":"Marketing","label":"Marketing"},"children":[]}}
+{"op":"add","path":"/elements/department-operations","value":{"type":"SelectItem","props":{"value":"Operations","label":"Operations"},"children":[]}}
+{"op":"add","path":"/elements/department-people","value":{"type":"SelectItem","props":{"value":"People","label":"People"},"children":[]}}
+{"op":"add","path":"/elements/role-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"role-location-input","hint":"Specify an office, region, or remote arrangement."},"children":[]}}
+{"op":"add","path":"/elements/role-location-input","value":{"type":"Input","props":{"name":"roleLocation","placeholder":"e.g. New York or Remote — US","type":"text","value":{"$bindState":"/newRole/location"}},"children":[]}}
+{"op":"add","path":"/state/newRole/location","value":""}
+{"op":"add","path":"/elements/role-form-buttons","value":{"type":"Buttons","props":{"buttons":["create-role-button","cancel-role-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/create-role-button","value":{"type":"Button","props":{"label":"Create role","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newRoleValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-role-button","value":{"type":"Button","props":{"label":"Save draft","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["headcount-metric","open-roles-metric","time-to-hire-metric","interviews-metric"]}}
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+{"op":"add","path":"/elements/headcount-label","value":{"type":"TextContent","props":{"text":"Current headcount","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/headcount-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/headcount-note","value":{"type":"Badge","props":{"text":"+12 year to date","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/open-roles-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-roles-label","open-roles-value","open-roles-note"]}}
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+{"op":"add","path":"/elements/open-roles-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openRoles"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition — past six months","subtitle":"Monthly voluntary and involuntary departures"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/attrition/labels"},"series":["attrition-voluntary-series","attrition-involuntary-series"],"variant":"natural","xLabel":"Month","yLabel":"Departures"},"children":[]}}
+{"op":"add","path":"/state/attrition/labels","value":["Feb","Mar","Apr","May","Jun","Jul"]}
+{"op":"add","path":"/elements/attrition-voluntary-series","value":{"type":"Series","props":{"category":"Voluntary","values":{"$state":"/attrition/voluntary"}},"children":[]}}
+{"op":"add","path":"/state/attrition/voluntary","value":[3,4,2,5,3,2]}
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+{"op":"add","path":"/elements/interview-format","value":{"type":"Tag","props":{"text":{"$item":"format"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"int-201","day":"Mon","time":"10:00 AM","candidate":"Maya Chen","role":"Senior Backend Engineer","stage":"Technical screen","format":"Video"}}
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+{"op":"add","path":"/state/interviews/3","value":{"id":"int-204","day":"Tue","time":"3:00 PM","candidate":"Ethan Williams","role":"Data Analyst","stage":"Technical screen","format":"Video"}}
+{"op":"add","path":"/state/interviews/4","value":{"id":"int-205","day":"Wed","time":"9:30 AM","candidate":"Sofia Martinez","role":"Growth Marketing Manager","stage":"Panel interview","format":"On-site"}}
+{"op":"add","path":"/state/interviews/5","value":{"id":"int-206","day":"Wed","time":"1:00 PM","candidate":"Noah Kim","role":"People Operations Partner","stage":"Recruiter screen","format":"Phone"}}
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+{"op":"add","path":"/state/interviews/7","value":{"id":"int-208","day":"Thu","time":"10:30 AM","candidate":"Liam Patel","role":"Sales Development Representative","stage":"Hiring manager","format":"Video"}}
+{"op":"add","path":"/state/interviews/8","value":{"id":"int-209","day":"Thu","time":"2:00 PM","candidate":"Isabella Reed","role":"Operations Program Manager","stage":"Panel interview","format":"On-site"}}
+{"op":"add","path":"/state/interviews/9","value":{"id":"int-210","day":"Thu","time":"4:30 PM","candidate":"Lucas Garcia","role":"Product Designer","stage":"Team interview","format":"Video"}}
+{"op":"add","path":"/state/interviews/10","value":{"id":"int-211","day":"Fri","time":"9:00 AM","candidate":"Amelia Davis","role":"Data Analyst","stage":"Case study","format":"Video"}}
+{"op":"add","path":"/state/interviews/11","value":{"id":"int-212","day":"Fri","time":"11:30 AM","candidate":"Henry Wilson","role":"Enterprise Account Executive","stage":"Final interview","format":"On-site"}}
+{"op":"add","path":"/state/interviews/12","value":{"id":"int-213","day":"Fri","time":"1:30 PM","candidate":"Mia Robinson","role":"Growth Marketing Manager","stage":"Hiring manager","format":"Video"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..7492a0ef9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning Analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor cohort performance, engagement, and learner risk signals.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cohort-option-all","value":{"type":"SelectItem","props":{"value":"All cohorts","label":"All cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-option-spring","value":{"type":"SelectItem","props":{"value":"Spring 2026","label":"Spring 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-option-enterprise","value":{"type":"SelectItem","props":{"value":"Enterprise Onboarding","label":"Enterprise Onboarding"},"children":[]}}
+{"op":"add","path":"/elements/cohort-option-leadership","value":{"type":"SelectItem","props":{"value":"Leadership Accelerator","label":"Leadership Accelerator"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","items":["cohort-option-all","cohort-option-spring","cohort-option-enterprise","cohort-option-leadership"],"value":{"$bindState":"/selectedCohort"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"All cohorts"}
+{"op":"add","path":"/elements/cohort-filter","value":{"type":"FormControl","props":{"label":"Cohort","input":"cohort-select","hint":"Narrow the dashboard to one learner cohort."},"children":[]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/header-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"end","justify":"between","wrap":true},"children":["header-copy","cohort-filter"]}}
+{"op":"add","path":"/elements/metric-active-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-active-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","completionRate":78,"averageQuizScore":"84%"}}
+{"op":"add","path":"/elements/metric-active-note","value":{"type":"Badge","props":{"text":"+8.6% vs last week","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-active-label","metric-active-value","metric-active-note"]}}
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+{"op":"add","path":"/elements/metric-completion-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/completionRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/completionRate"},"label":"Target: 80%"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-completion-label","metric-completion-value","metric-completion-progress"]}}
+{"op":"add","path":"/elements/metric-quiz-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-note","value":{"type":"Badge","props":{"text":"+3 points this month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-quiz-label","metric-quiz-value","metric-quiz-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-active","metric-completion","metric-quiz"]}}
+{"op":"add","path":"/elements/engagement-title","value":{"type":"CardHeader","props":{"title":"Engagement across the past eight weeks","subtitle":"Weekly active learners and completed learning activities"},"children":[]}}
+{"op":"add","path":"/elements/engagement-active-series","value":{"type":"Series","props":{"category":"Active learners","values":{"$state":"/engagement/activeLearners"}},"children":[]}}
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+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/engagement/labels"},"series":["engagement-active-series","engagement-activity-series"],"variant":"natural","xLabel":"Week","yLabel":"Learners / activities"},"children":[]}}
+{"op":"add","path":"/elements/engagement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-title","engagement-chart"]}}
+{"op":"add","path":"/elements/ranking-title","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Current enrollment across published courses"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":{"$state":"/courseEnrollment/values"}},"children":[]}}
+{"op":"add","path":"/state/courseEnrollment","value":{"labels":["Data Literacy Essentials","New Manager Foundations","Cybersecurity Awareness","Customer Success Academy","Advanced Project Leadership"],"values":[842,716,654,529,418]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/courseEnrollment/labels"},"series":["enrollment-series"],"variant":"grouped","xLabel":"Enrolled learners","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/ranking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ranking-title","enrollment-chart"]}}
+{"op":"add","path":"/elements/charts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["engagement-card","ranking-card"]}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"Prioritized using inactivity, overdue work, and declining assessment performance"},"children":[]}}
+{"op":"add","path":"/elements/risk-name-col","value":{"type":"Col","props":{"label":"Learner","data":{"$state":"/riskTable/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskTable","value":{"names":["Maya Chen","Jon Bell","Priya Nair","Owen Brooks","Sofia Alvarez"],"cohorts":["Spring 2026","Enterprise Onboarding","Leadership Accelerator","Spring 2026","Enterprise Onboarding"],"riskScores":[92,87,81,76,73],"lastActive":["12 days ago","9 days ago","8 days ago","7 days ago","6 days ago"],"reasons":["3 overdue assignments","Quiz average fell 18 points","No module progress in 2 weeks","Missed 2 live sessions","Completion pace below cohort"]}}
+{"op":"add","path":"/elements/risk-cohort-col","value":{"type":"Col","props":{"label":"Cohort","data":{"$state":"/riskTable/cohorts"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-score-col","value":{"type":"Col","props":{"label":"Risk score","data":{"$state":"/riskTable/riskScores"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/risk-active-col","value":{"type":"Col","props":{"label":"Last active","data":{"$state":"/riskTable/lastActive"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-reason-col","value":{"type":"Col","props":{"label":"Primary signal","data":{"$state":"/riskTable/reasons"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-table","value":{"type":"Table","props":{"columns":["risk-name-col","risk-cohort-col","risk-score-col","risk-active-col","risk-reason-col"]},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"5 learners need attention","description":"Two learners have a risk score above 85. Consider sending a check-in today.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-title","risk-alert","risk-table"]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Weekly cohort check-in","type":"text","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Share an update, reminder, or encouragement with this cohort…","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":"This message will be sent to the currently selected cohort."},"children":[]}}
+{"op":"add","path":"/elements/message-send-button","value":{"type":"Button","props":{"label":{"$template":"Message ${/selectedCohort}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["message-send-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","buttons":"message-buttons","fields":["message-subject-control","message-body-control"]},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message queued","description":{"$template":"Your message to ${/selectedCohort} has been queued for delivery."}},"visible":{"$state":"/message/sent"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"CardHeader","props":{"title":"Message a cohort","subtitle":{"$template":"Send an announcement or check-in to ${/selectedCohort}."}},"children":[]}}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["header-row","metrics-row","charts-row","risk-card","message-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..c1192c691
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","cohort-filter-card","metrics-row","analytics-row","risk-card","message-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Learning analytics","subtitle":"Monitor participation, outcomes, engagement, and learner risk across your training programs."},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-filter-control","cohort-context"]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Cohort","input":"cohort-select","hint":"Narrow every metric and learner list to one cohort."},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","items":["cohort-all","cohort-spring","cohort-managers","cohort-onboarding"],"value":{"$bindState":"/selectedCohort"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All active cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-spring","value":{"type":"SelectItem","props":{"value":"spring-2026","label":"Spring 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-managers","value":{"type":"SelectItem","props":{"value":"new-managers","label":"New Managers · Q3"},"children":[]}}
+{"op":"add","path":"/elements/cohort-onboarding","value":{"type":"SelectItem","props":{"value":"august-onboarding","label":"August Onboarding"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/cohort-context","value":{"type":"TextCallout","props":{"variant":"info","title":"Current view","description":{"$cond":{"$state":"/selectedCohort","eq":"all"},"$then":"Showing all active cohorts","$else":{"$template":"Filtered to cohort: ${/selectedCohort}"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-active","metric-completion","metric-score"]}}
+{"op":"add","path":"/elements/metric-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-active-label","metric-active-value","metric-active-note"]}}
+{"op":"add","path":"/elements/metric-active-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-active-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","completionRate":78,"averageQuizScore":"86%"}}
+{"op":"add","path":"/elements/metric-active-note","value":{"type":"Tag","props":{"text":"↑ 8.4% vs last week","icon":"trending-up","size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-completion-label","metric-completion-value","metric-completion-progress"]}}
+{"op":"add","path":"/elements/metric-completion-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/completionRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-completion-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/completionRate"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/elements/metric-score","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-score-label","metric-score-value","metric-score-note"]}}
+{"op":"add","path":"/elements/metric-score-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-score-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-score-note","value":{"type":"TextContent","props":{"text":"3 points above the platform benchmark","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["enrollment-card","engagement-card"]}}
+{"op":"add","path":"/elements/enrollment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Current active enrollments, highest to lowest"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/courseEnrollment/labels"},"series":["enrollment-series"],"variant":"grouped","xLabel":"Active enrollments","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Learners","values":{"$state":"/courseEnrollment/values"}},"children":[]}}
+{"op":"add","path":"/state/courseEnrollment","value":{"labels":["Leadership Essentials","Data Literacy Foundations","Cybersecurity Awareness","Inclusive Communication","Project Management Core"],"values":[642,518,463,397,351]}}
+{"op":"add","path":"/elements/engagement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement across the past eight weeks","subtitle":"Weekly active learners and learning sessions"},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/engagement/labels"},"series":["active-series","sessions-series"],"variant":"natural","xLabel":"Week","yLabel":"Activity"},"children":[]}}
+{"op":"add","path":"/elements/active-series","value":{"type":"Series","props":{"category":"Active learners","values":{"$state":"/engagement/activeLearners"}},"children":[]}}
+{"op":"add","path":"/elements/sessions-series","value":{"type":"Series","props":{"category":"Learning sessions","values":{"$state":"/engagement/sessions"}},"children":[]}}
+{"op":"add","path":"/state/engagement","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"activeLearners":[892,934,978,1015,1068,1124,1186,1284],"sessions":[1540,1628,1702,1789,1864,2015,2188,2364]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-summary","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"Prioritized using inactivity, missed deadlines, and recent assessment performance"},"children":[]}}
+{"op":"add","path":"/elements/risk-summary","value":{"type":"Alert","props":{"title":"18 learners need attention","description":"Five are high risk and have had no learning activity for at least 14 days.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["risk-learner-row"]}}
+{"op":"add","path":"/elements/risk-learner-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-learner-details","risk-learner-status"]}}
+{"op":"add","path":"/elements/risk-learner-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["risk-learner-name","risk-learner-reason"]}}
+{"op":"add","path":"/elements/risk-learner-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-reason","value":{"type":"TextContent","props":{"text":{"$template":"${course} · ${reason} · Last active ${lastActive}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-status","value":{"type":"Tag","props":{"text":{"$item":"risk"},"size":"md","variant":{"$cond":{"$item":"high"},"$then":"danger","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"lrn-1042","name":"Maya Chen","course":"Leadership Essentials","reason":"No activity for 18 days","lastActive":"Jul 31","risk":"High risk","high":true}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"lrn-1187","name":"Jordan Williams","course":"Data Literacy Foundations","reason":"3 overdue assignments","lastActive":"Aug 2","risk":"High risk","high":true}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"lrn-1251","name":"Priya Raman","course":"Project Management Core","reason":"Quiz average fell to 54%","lastActive":"Aug 8","risk":"Medium risk","high":false}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"lrn-1304","name":"Lucas Silva","course":"Cybersecurity Awareness","reason":"Progress stalled at 42%","lastActive":"Aug 7","risk":"Medium risk","high":false}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-header","message-form","message-success"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Message a cohort","subtitle":"Send a targeted announcement, reminder, or encouragement note."},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","fields":["message-cohort-control","message-subject-control","message-body-control"],"buttons":"message-buttons"},"on":{"submit":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-control","value":{"type":"FormControl","props":{"label":"Recipient cohort","input":"message-cohort-select","hint":"Choose the cohort that should receive this message."},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-select","value":{"type":"Select","props":{"name":"recipientCohort","items":["message-cohort-spring","message-cohort-managers","message-cohort-onboarding"],"placeholder":"Select a cohort","value":{"$bindState":"/message/recipientCohort"},"rules":[{"required":true,"message":"Select a recipient cohort"}]},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-spring","value":{"type":"SelectItem","props":{"value":"spring-2026","label":"Spring 2026 · 412 learners"},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-managers","value":{"type":"SelectItem","props":{"value":"new-managers","label":"New Managers · Q3 · 186 learners"},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-onboarding","value":{"type":"SelectItem","props":{"value":"august-onboarding","label":"August Onboarding · 274 learners"},"children":[]}}
+{"op":"add","path":"/state/message","value":{"recipientCohort":"","subject":"","body":""}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Example: Keep your learning streak going","type":"text","value":{"$bindState":"/message/subject"},"rules":[{"required":true,"message":"Enter a subject"}]},"children":[]}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":"Keep the message concise and include a clear next step."},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your cohort message…","rows":5,"value":{"$bindState":"/message/body"},"rules":[{"required":true,"message":"Enter a message"}]},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send to cohort","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message queued","description":"Your cohort message has been queued for delivery."},"visible":{"$state":"/messageSent"},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..0b1b47612
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","cohort-toolbar","metrics-row","analytics-grid","risk-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor learner outcomes, course demand, and engagement signals for the current reporting period."},"children":[]}}
+{"op":"add","path":"/elements/cohort-toolbar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-filter-control","message-cohort-dialog"]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Cohort","input":"cohort-select","hint":"Narrow all analytics to a single learner cohort."},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","items":["cohort-all","cohort-spring","cohort-leadership","cohort-onboarding"],"value":{"$bindState":"/selectedCohort"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-spring","value":{"type":"SelectItem","props":{"value":"spring-2026","label":"Spring 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-leadership","value":{"type":"SelectItem","props":{"value":"leadership","label":"Leadership Academy"},"children":[]}}
+{"op":"add","path":"/elements/cohort-onboarding","value":{"type":"SelectItem","props":{"value":"onboarding","label":"New Hire Onboarding"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/message-cohort-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message cohort","title":"Message selected cohort","description":"Send an announcement or a timely learning reminder.","content":["message-cohort-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-form","value":{"type":"Form","props":{"name":"cohort-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Weekly learning reminder","type":"text","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":""}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":"The message will be addressed to the cohort selected above."},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Share an update, encouragement, or deadline…","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["active-learners-card","completion-card","quiz-score-card"]}}
+{"op":"add","path":"/elements/active-learners-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-learners-label","active-learners-value","active-learners-note"]}}
+{"op":"add","path":"/elements/active-learners-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-note","value":{"type":"Tag","props":{"text":{"$state":"/metrics/activeLearnersTrend"},"icon":"↗","size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","activeLearnersTrend":"+8.6% vs. last week","completionRate":"72%","completionTrend":"+3.2 points this month","averageQuizScore":"84%","quizTrend":"+1.7 points this month"}}
+{"op":"add","path":"/elements/completion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["completion-label","completion-value","completion-progress","completion-note"]}}
+{"op":"add","path":"/elements/completion-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/completion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/completionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/completion-progress","value":{"type":"Progress","props":{"value":72,"label":"72% completed"},"children":[]}}
+{"op":"add","path":"/elements/completion-note","value":{"type":"Tag","props":{"text":{"$state":"/metrics/completionTrend"},"size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quiz-score-label","quiz-score-value","quiz-score-progress","quiz-score-note"]}}
+{"op":"add","path":"/elements/quiz-score-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-progress","value":{"type":"Progress","props":{"value":84,"label":"84% average"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-note","value":{"type":"Tag","props":{"text":{"$state":"/metrics/quizTrend"},"size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/analytics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["enrollment-panel","engagement-panel"]}}
+{"op":"add","path":"/elements/enrollment-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Current enrollments, highest to lowest"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/courseEnrollment/labels"},"series":["enrollment-series"],"variant":"grouped","xLabel":"Learners","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":{"$state":"/courseEnrollment/values"}},"children":[]}}
+{"op":"add","path":"/state/courseEnrollment","value":{"labels":["Data Literacy Essentials","Leading Hybrid Teams","Cybersecurity Foundations","Customer Success Mastery","Project Management Basics"],"values":[486,421,378,332,295]}}
+{"op":"add","path":"/elements/engagement-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement across the past eight weeks","subtitle":"Weekly active learners and learning sessions"},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/engagement/labels"},"series":["active-series","sessions-series"],"variant":"natural","xLabel":"Week","yLabel":"Activity"},"children":[]}}
+{"op":"add","path":"/elements/active-series","value":{"type":"Series","props":{"category":"Active learners","values":{"$state":"/engagement/activeLearners"}},"children":[]}}
+{"op":"add","path":"/elements/sessions-series","value":{"type":"Series","props":{"category":"Learning sessions","values":{"$state":"/engagement/sessions"}},"children":[]}}
+{"op":"add","path":"/state/engagement","value":{"labels":["Jun 22","Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10"],"activeLearners":[910,972,1018,995,1094,1156,1208,1284],"sessions":[1420,1518,1604,1572,1735,1840,1968,2110]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-summary","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"Prioritized using inactivity, missed deadlines, and recent assessment performance"},"children":[]}}
+{"op":"add","path":"/elements/risk-summary","value":{"type":"Callout","props":{"variant":"warning","title":"18 learners need attention","description":"Five are high risk and have had no learning activity for at least 14 days."},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["risk-learner-row"]}}
+{"op":"add","path":"/elements/risk-learner-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-learner-identity","risk-learner-details","risk-level-tag"]}}
+{"op":"add","path":"/elements/risk-learner-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["risk-avatar","risk-name-block"]}}
+{"op":"add","path":"/elements/risk-avatar","value":{"type":"Avatar","props":{"alt":{"$item":"name"},"fallback":{"$item":"initials"}},"children":[]}}
+{"op":"add","path":"/elements/risk-name-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["risk-name","risk-cohort"]}}
+{"op":"add","path":"/elements/risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-cohort","value":{"type":"TextContent","props":{"text":{"$template":"${cohort} · ${course}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-details","value":{"type":"TextContent","props":{"text":{"$template":"Last active: ${lastActive} · Quiz average: ${quizAverage} · ${missedDeadlines} missed deadlines"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-level-tag","value":{"type":"Tag","props":{"text":{"$item":"riskLabel"},"size":"sm","variant":{"$cond":{"$item":"highRisk"},"$then":"danger","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"lrn-1042","name":"Maya Chen","initials":"MC","cohort":"Spring 2026","course":"Data Literacy Essentials","lastActive":"16 days ago","quizAverage":"58%","missedDeadlines":3,"riskLabel":"High risk","highRisk":true}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"lrn-1187","name":"Daniel Okafor","initials":"DO","cohort":"Leadership Academy","course":"Leading Hybrid Teams","lastActive":"14 days ago","quizAverage":"62%","missedDeadlines":2,"riskLabel":"High risk","highRisk":true}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"lrn-1239","name":"Sofia Martinez","initials":"SM","cohort":"New Hire Onboarding","course":"Cybersecurity Foundations","lastActive":"9 days ago","quizAverage":"67%","missedDeadlines":2,"riskLabel":"Medium risk","highRisk":false}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"lrn-1304","name":"Ethan Brooks","initials":"EB","cohort":"Spring 2026","course":"Project Management Basics","lastActive":"8 days ago","quizAverage":"64%","missedDeadlines":1,"riskLabel":"Medium risk","highRisk":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..b901912fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,58 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","filter-actions","metrics","engagement-card","course-ranking-card","risk-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor learner outcomes, engagement, course demand, and dropout risk.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/filter-actions","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-control","message-dialog"]}}
+{"op":"add","path":"/elements/cohort-control","value":{"type":"FormControl","props":{"label":"Cohort","input":"cohort-select","hint":"Narrow all analytics to one learner cohort."},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","items":["cohort-all","cohort-spring","cohort-leadership","cohort-onboarding"],"value":{"$bindState":"/selectedCohort"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-spring","value":{"type":"SelectItem","props":{"value":"spring-2026","label":"Spring 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-leadership","value":{"type":"SelectItem","props":{"value":"leadership-track","label":"Leadership track"},"children":[]}}
+{"op":"add","path":"/elements/cohort-onboarding","value":{"type":"SelectItem","props":{"value":"new-hire-onboarding","label":"New-hire onboarding"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message cohort","title":"Message selected cohort","description":{"$template":"Send an announcement to ${/selectedCohort}."},"content":["message-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject"},"children":[]}}
+{"op":"add","path":"/elements/message-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"Weekly learning update","type":"text","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body","hint":"This message will be delivered to learners in the selected cohort."},"children":[]}}
+{"op":"add","path":"/elements/message-body","value":{"type":"TextArea","props":{"name":"message","placeholder":"Share an update, reminder, or encouragement…","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["active-learners-card","completion-card","quiz-card"]}}
+{"op":"add","path":"/elements/active-learners-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-learners-label","active-learners-value","active-learners-note"]}}
+{"op":"add","path":"/elements/active-learners-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/activeChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","activeChange":"+8.6% vs last week","completionRate":74,"completionNote":"+3.2 points this month","averageQuizScore":"86%","quizNote":"+2.1 points vs prior period"}}
+{"op":"add","path":"/elements/completion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["completion-label","completion-value","completion-progress","completion-note"]}}
+{"op":"add","path":"/elements/completion-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/completion-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/completionRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/completion-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/completionRate"},"label":"Completion"},"children":[]}}
+{"op":"add","path":"/elements/completion-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/completionNote"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/quiz-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quiz-label","quiz-value","quiz-note"]}}
+{"op":"add","path":"/elements/quiz-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quiz-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/quiz-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/quizNote"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/engagement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Engagement across the past eight weeks","subtitle":"Weekly active learners and completed learning sessions"},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/engagement/labels"},"series":["active-series","sessions-series"],"variant":"natural","xLabel":"Week","yLabel":"Learners / sessions"},"children":[]}}
+{"op":"add","path":"/elements/active-series","value":{"type":"Series","props":{"category":"Active learners","values":{"$state":"/engagement/activeLearners"}},"children":[]}}
+{"op":"add","path":"/elements/sessions-series","value":{"type":"Series","props":{"category":"Completed sessions","values":{"$state":"/engagement/completedSessions"}},"children":[]}}
+{"op":"add","path":"/state/engagement","value":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"activeLearners":[910,972,1018,1064,1109,1162,1182,1284],"completedSessions":[1420,1518,1602,1694,1778,1886,1954,2110]}}
+{"op":"add","path":"/elements/course-ranking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-ranking-header","course-ranking-chart"]}}
+{"op":"add","path":"/elements/course-ranking-header","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Current enrollments across the five most popular courses"},"children":[]}}
+{"op":"add","path":"/elements/course-ranking-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/courseRanking/labels"},"series":["enrollment-series"],"variant":"grouped","xLabel":"Enrolled learners","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":{"$state":"/courseRanking/enrollments"}},"children":[]}}
+{"op":"add","path":"/state/courseRanking","value":{"labels":["Data Literacy Essentials","Leading Hybrid Teams","Cybersecurity Foundations","Customer Success Academy","Project Management Core"],"enrollments":[684,592,548,431,387]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-alert","risk-table"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"Prioritized using inactivity, overdue work, and recent assessment performance"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"12 learners need intervention","description":"Five are high risk and have been inactive for at least 10 days.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/risk-table","value":{"type":"Table","props":{"columns":["risk-name-col","risk-course-col","risk-inactive-col","risk-progress-col","risk-level-col"]},"children":[]}}
+{"op":"add","path":"/elements/risk-name-col","value":{"type":"Col","props":{"label":"Learner","data":{"$state":"/riskLearners/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-course-col","value":{"type":"Col","props":{"label":"Course","data":{"$state":"/riskLearners/courses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-inactive-col","value":{"type":"Col","props":{"label":"Last active","data":{"$state":"/riskLearners/lastActive"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-progress-col","value":{"type":"Col","props":{"label":"Progress","data":{"$state":"/riskLearners/progress"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-level-col","value":{"type":"Col","props":{"label":"Risk","data":{"$state":"/riskLearners/risk"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskLearners","value":{"names":["Maya Patel","Jordan Lee","Sofia Ramirez","Ethan Brooks","Amina Yusuf"],"courses":["Data Literacy Essentials","Leading Hybrid Teams","Cybersecurity Foundations","Customer Success Academy","Project Management Core"],"lastActive":["14 days ago","12 days ago","11 days ago","9 days ago","8 days ago"],"progress":["22%","31%","18%","39%","44%"],"risk":["High","High","High","Medium","Medium"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..08f9153c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,73 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","date-controls","summary-row","visitors-card","details-row","campaigns-card","best-campaign"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","export-button"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Performance overview across acquisition, conversion, campaigns, and email.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"primary","size":"medium","action":["Download CSV"]},"on":{"press":{"action":"setState","params":{"statePath":"/exportRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exportRequested","value":false}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["date-range-control","date-status"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Report date range","input":"date-range","hint":"Choose a custom period for every metric on this dashboard."},"children":[]}}
+{"op":"add","path":"/elements/date-range","value":{"type":"DatePicker","props":{"name":"reportDateRange","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/elements/date-status","value":{"type":"Tag","props":{"text":{"$template":"${/dateRangeLabel}"},"icon":"calendar","size":"md","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-07-20","2026-08-18"]}
+{"op":"add","path":"/state/dateRangeLabel","value":"Last 30 days · Jul 20–Aug 18"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["visitors-summary","conversion-summary","subscribers-summary"]}}
+{"op":"add","path":"/elements/visitors-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitors-label","visitors-value","visitors-change"]}}
+{"op":"add","path":"/elements/visitors-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/visitors-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitors"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/visitors-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/visitorsChange"},"icon":"trending-up","size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"visitors":"128,460","visitorsChange":"+12.4% vs previous 30 days","conversionRate":"4.8%","conversionChange":"+0.6 percentage points","subscriberGrowth":"+1,284","subscriberTotal":"38,912 total subscribers","subscriberProgress":78}}
+{"op":"add","path":"/elements/conversion-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-label","conversion-value","conversion-change"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/conversionChange"},"icon":"trending-up","size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/subscribers-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subscribers-label","subscribers-value","subscribers-total","subscribers-progress"]}}
+{"op":"add","path":"/elements/subscribers-label","value":{"type":"TextContent","props":{"text":"Email subscriber growth · this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/subscribers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/subscriberGrowth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subscribers-total","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/subscriberTotal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscribers-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/subscriberProgress"},"label":"78% of monthly growth goal"},"children":[]}}
+{"op":"add","path":"/elements/visitors-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-chart-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-chart-header","value":{"type":"CardHeader","props":{"title":"Site visitors over the last 30 days","subtitle":"Daily unique visitors, Jul 20–Aug 18"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/visitorTrend/values"}},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/visitorTrend/labels"},"series":["visitors-series"],"variant":"natural","xLabel":"Date","yLabel":"Unique visitors"},"children":[]}}
+{"op":"add","path":"/state/visitorTrend","value":{"labels":["Jul 20","Jul 22","Jul 24","Jul 26","Jul 28","Jul 30","Aug 1","Aug 3","Aug 5","Aug 7","Aug 9","Aug 11","Aug 13","Aug 15","Aug 18"],"values":[3420,3710,3590,3980,4120,4050,4380,4210,4560,4720,4490,4880,5010,5170,5460]}}
+{"op":"add","path":"/elements/details-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["traffic-card","subscriber-card"]}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart","traffic-list"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Top five traffic sources","subtitle":"Share of site visits"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/trafficSourceNames"},"values":{"$state":"/trafficSourceShares"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/trafficSourceNames","value":["Organic Search","Paid Search","Direct","Social","Email"]}
+{"op":"add","path":"/state/trafficSourceShares","value":[38,24,17,13,8]}
+{"op":"add","path":"/elements/traffic-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["traffic-row"]}}
+{"op":"add","path":"/elements/traffic-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["traffic-name","traffic-share"]}}
+{"op":"add","path":"/elements/traffic-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/traffic-share","value":{"type":"Badge","props":{"text":{"$template":"${share}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"organic","name":"Organic Search","share":38}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","name":"Paid Search","share":24}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"direct","name":"Direct","share":17}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"social","name":"Social","share":13}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"email","name":"Email","share":8}}
+{"op":"add","path":"/elements/subscriber-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-header","subscriber-chart","subscriber-note"]}}
+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth","subtitle":"Net new subscribers this month"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-series","value":{"type":"Series","props":{"category":"Net new subscribers","values":{"$state":"/subscriberTrend/values"}},"children":[]}}
+{"op":"add","path":"/elements/subscriber-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/subscriberTrend/labels"},"series":["subscriber-series"],"variant":"grouped","xLabel":"Week","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/state/subscriberTrend","value":{"labels":["Week 1","Week 2","Week 3","Week 4"],"values":[246,301,338,399]}}
+{"op":"add","path":"/elements/subscriber-note","value":{"type":"Callout","props":{"variant":"success","title":"Growth is accelerating","description":"Week 4 added 399 net subscribers, 62% more than Week 1."},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Current spend, budget utilization, and performance"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["campaign-top","campaign-progress"]}}
+{"op":"add","path":"/elements/campaign-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["campaign-copy","campaign-status"]}}
+{"op":"add","path":"/elements/campaign-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["campaign-name","campaign-details"]}}
+{"op":"add","path":"/elements/campaign-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-details","value":{"type":"TextContent","props":{"text":{"$template":"Spend: $${spend} of $${budget} · ROAS: ${roas}x"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaign-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"icon":"activity","size":"sm","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/campaign-progress","value":{"type":"Progress","props":{"value":{"$item":"budgetUsed"},"label":{"$template":"${budgetUsed}% of budget used"}},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"summer-search","name":"Summer Search Acquisition","spend":"18,420","budget":"25,000","budgetUsed":74,"roas":"5.8","status":"Running"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"retargeting","name":"Always-on Retargeting","spend":"11,760","budget":"20,000","budgetUsed":59,"roas":"4.2","status":"Running"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"product-launch","name":"Product Launch Social","spend":"14,980","budget":"30,000","budgetUsed":50,"roas":"3.9","status":"Running"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"newsletter","name":"Newsletter Referral Boost","spend":"6,240","budget":"10,000","budgetUsed":62,"roas":"6.4","status":"Running"}}
+{"op":"add","path":"/elements/best-campaign","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Best performer: ${/bestCampaign/name}"},"description":{"$template":"${/bestCampaign/name} leads with ${/bestCampaign/roas}x ROAS, ${/bestCampaign/conversions} conversions, and a $${/bestCampaign/cpa} cost per acquisition."}},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Newsletter Referral Boost","roas":"6.4","conversions":"892","cpa":"7.00"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..876649a44
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","summary-row","visitors-card","details-row","subscriber-card"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","header-actions"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Performance snapshot across acquisition, conversion, campaigns, and subscribers.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end","wrap":true},"children":["date-control","export-button"]}}
+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Date range","input":"date-range","hint":"Adjust the reporting period"},"children":[]}}
+{"op":"add","path":"/elements/date-range","value":{"type":"DatePicker","props":{"name":"report-date-range","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-07-20","2026-08-18"]}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"primary","size":"medium","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/exportRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exportRequested","value":false}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["visitors-metric","conversion-metric","subscriber-metric"]}}
+{"op":"add","path":"/elements/visitors-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitors-label","visitors-value","visitors-change"]}}
+{"op":"add","path":"/elements/visitors-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/visitors-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitors"},"level":"h2"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..5ff762f10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,56 @@
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+{"op":"add","path":"/elements/visitors-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitors"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/bestCampaign","value":{"title":"Best performer: Back-to-School Search","description":"6.2% conversion rate and 4.7× return on ad spend—the strongest results among all running campaigns this week."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..0b8da1809
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"dashboard"}
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+{"op":"add","path":"/state/trafficSourceShares","value":[38,24,17,13,8]}
+{"op":"add","path":"/elements/traffic-source-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["traffic-source-name","traffic-source-share"]}}
+{"op":"add","path":"/elements/traffic-source-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/traffic-source-share","value":{"type":"Badge","props":{"text":{"$template":"${share}%"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/traffic-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["traffic-source-row"]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"organic","name":"Organic Search","share":38}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","name":"Paid Search","share":24}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"direct","name":"Direct","share":17}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"social","name":"Social","share":13}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"email","name":"Email","share":8}}
+{"op":"add","path":"/elements/subscriber-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-chart-header","subscriber-series","subscriber-chart","subscriber-note"]}}
+{"op":"add","path":"/elements/subscriber-chart-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth","subtitle":"Net new subscribers this month"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-series","value":{"type":"Series","props":{"category":"Net new subscribers","values":{"$state":"/subscriberTrend/values"}},"children":[]}}
+{"op":"add","path":"/elements/subscriber-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/subscriberTrend/labels"},"series":["subscriber-series"],"variant":"grouped","xLabel":"Week","yLabel":"Subscribers"},"children":[]}}
+{"op":"add","path":"/state/subscriberTrend","value":{"labels":["Week 1","Week 2","Week 3","Week 4"],"values":[428,516,583,657]}}
+{"op":"add","path":"/elements/subscriber-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Strong acquisition momentum","description":"Signup growth accelerated each week, led by the newsletter referral campaign."},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaigns-table"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Current spend and performance status"},"children":[]}}
+{"op":"add","path":"/elements/campaign-name-col","value":{"type":"Col","props":{"label":"Campaign","data":{"$state":"/campaignColumns/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaign-channel-col","value":{"type":"Col","props":{"label":"Channel","data":{"$state":"/campaignColumns/channels"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend-col","value":{"type":"Col","props":{"label":"Spend","data":{"$state":"/campaignColumns/spend"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaign-roas-col","value":{"type":"Col","props":{"label":"ROAS","data":{"$state":"/campaignColumns/roas"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaign-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/campaignColumns/status"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-table","value":{"type":"Table","props":{"columns":["campaign-name-col","campaign-channel-col","campaign-spend-col","campaign-roas-col","campaign-status-col"]},"children":[]}}
+{"op":"add","path":"/state/campaignColumns","value":{"names":["Summer Search Push","Newsletter Referral Boost","LinkedIn Demand Gen","Back-to-School Social"],"channels":["Google Ads","Email","LinkedIn","Meta"],"spend":["$18,420","$4,860","$12,750","$9,340"],"roas":["3.9×","6.4×","2.8×","3.2×"],"status":["Running","Running","Running","Running"]}}
+{"op":"add","path":"/elements/best-campaign","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Best performer: ${/bestCampaign/name}"},"description":{"$template":"${/bestCampaign/channel} campaign delivering ${/bestCampaign/roas} ROAS on ${/bestCampaign/spend} spend, with ${/bestCampaign/conversions} attributed conversions."}},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Newsletter Referral Boost","channel":"Email","roas":"6.4×","spend":"$4,860","conversions":"1,126"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..afd2e0e29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["page-header","metrics-row","filters-card","orders-section","analytics-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"E-commerce operations desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s performance, review recent orders, and keep fulfillment moving.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["orders-metric","revenue-metric","aov-metric","refund-metric"]}}
+{"op":"add","path":"/elements/orders-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-metric-label","orders-metric-value"]}}
+{"op":"add","path":"/elements/orders-metric-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orders-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/ordersToday","value":"184"}
+{"op":"add","path":"/elements/revenue-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-metric-label","revenue-metric-value"]}}
+{"op":"add","path":"/elements/revenue-metric-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueToday","value":"$24,680.50"}
+{"op":"add","path":"/elements/aov-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-metric-label","aov-metric-value"]}}
+{"op":"add","path":"/elements/aov-metric-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aov-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageOrderValue","value":"$134.13"}
+{"op":"add","path":"/elements/refund-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-metric-label","refund-metric-value","refund-metric-note"]}}
+{"op":"add","path":"/elements/refund-metric-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refund-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refund-metric-note","value":{"type":"Badge","props":{"text":"0.4 pts below last month","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRate","value":"2.1%"}
+{"op":"add","path":"/elements/filters-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["search-control","status-control","clear-filters"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search customer","input":"customer-search","hint":"Enter a customer name to narrow the order list."},"children":[]}}
+{"op":"add","path":"/elements/customer-search","value":{"type":"Input","props":{"name":"customerSearch","type":"text","placeholder":"e.g. Maya Chen","value":{"$bindState":"/filters/customer"}},"children":[]}}
+{"op":"add","path":"/state/filters/customer","value":""}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Order status","input":"status-select","hint":"Show orders in a specific workflow stage."},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"orderStatus","items":["status-all","status-processing","status-paid","status-fulfilled","status-refunded"],"value":{"$bindState":"/filters/status"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/filters/status","value":"all"}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-paid","value":{"type":"SelectItem","props":{"value":"Paid","label":"Paid"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/clear-filters","value":{"type":"Button","props":{"label":"Clear filters","variant":"secondary","size":"medium","action":[]},"on":{"press":{"action":"setState","params":{"statePath":"/filters","value":{"customer":"","status":"all"}}}},"children":[]}}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","orders-list","orders-filter-note"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Latest customer purchases and fulfillment status"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-identity","order-total","order-status","fulfill-order"]}}
+{"op":"add","path":"/elements/order-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id","order-customer"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/filters/status","eq":"Refunded"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/fulfill-order","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small","action":[]},"visible":{"$item":"canFulfill"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"#10482","customer":"Maya Chen","total":"$189.00","status":"Processing","canFulfill":true}}
+{"op":"add","path":"/state/orders/1","value":{"id":"#10481","customer":"Noah Williams","total":"$74.50","status":"Paid","canFulfill":true}}
+{"op":"add","path":"/state/orders/2","value":{"id":"#10480","customer":"Sofia Martinez","total":"$248.90","status":"Fulfilled","canFulfill":false}}
+{"op":"add","path":"/state/orders/3","value":{"id":"#10479","customer":"Ethan Brooks","total":"$96.25","status":"Processing","canFulfill":true}}
+{"op":"add","path":"/state/orders/4","value":{"id":"#10478","customer":"Amara Okafor","total":"$132.00","status":"Refunded","canFulfill":false}}
+{"op":"add","path":"/state/orders/5","value":{"id":"#10477","customer":"Liam Patel","total":"$315.40","status":"Fulfilled","canFulfill":false}}
+{"op":"add","path":"/elements/orders-filter-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Active order filters","description":{"$template":"Customer: ${/filters/customer} · Status: ${/filters/status}"}},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["volume-card","refund-detail-card"]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders placed across the past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/volume/labels"},"series":["volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/volume/orders"}},"children":[]}}
+{"op":"add","path":"/state/volume/labels","value":["Week 1","Week 2","Week 3","Week 4"]}
+{"op":"add","path":"/state/volume/orders","value":[842,915,978,1104]}
+{"op":"add","path":"/elements/refund-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["refund-detail-header","refund-progress","refund-detail-text"]}}
+{"op":"add","path":"/elements/refund-detail-header","value":{"type":"CardHeader","props":{"title":"Monthly refund health","subtitle":"Refunded orders as a share of monthly volume"},"children":[]}}
+{"op":"add","path":"/elements/refund-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/refundRateNumeric"},"label":"2.1% refund rate"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRateNumeric","value":2.1}
+{"op":"add","path":"/elements/refund-detail-text","value":{"type":"TextContent","props":{"text":"Current performance remains below the 3% internal review threshold.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..e5a937a05
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"operations-desk"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"E-commerce Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s performance, review recent orders, and manage fulfillment.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/orders-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orders-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-label","orders-value"]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"128","revenueToday":"$18,742.60","averageOrderValue":"$146.43","refundRate":"2.4%"}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/aov-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-label","aov-value"]}}
+{"op":"add","path":"/elements/refund-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refund-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refund-context","value":{"type":"TextContent","props":{"text":"Down 0.3 percentage points from last month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refund-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-label","refund-value","refund-context"]}}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["orders-card","revenue-card","aov-card","refund-card"]}}
+{"op":"add","path":"/elements/volume-title","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders placed across the past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/orderVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/orderVolume","value":{"labels":["Jul 20–26","Jul 27–Aug 2","Aug 3–9","Aug 10–16"],"values":[612,684,731,795]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/orderVolume/labels"},"series":["volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-title","volume-chart"]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/status-cancelled","value":{"type":"SelectItem","props":{"value":"Cancelled","label":"Cancelled"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"order-status","items":["status-all","status-processing","status-fulfilled","status-refunded","status-cancelled"],"value":{"$bindState":"/filters/status"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"status":"all","customer":""}}
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/customer-search","value":{"type":"Input","props":{"name":"customer-search","placeholder":"Search by customer name","type":"text","value":{"$bindState":"/filters/customer"}},"children":[]}}
+{"op":"add","path":"/elements/customer-control","value":{"type":"FormControl","props":{"label":"Customer search","input":"customer-search"},"children":[]}}
+{"op":"add","path":"/elements/filters","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["status-control","customer-control"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$item":"orderId"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"size":"md","variant":{"$cond":{"$item":"status","eq":"Fulfilled"},"$then":"success","$else":"info"}},"children":[]}}
+{"op":"add","path":"/elements/fulfill-button","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"visible":{"$item":"status","eq":"Processing"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-id","order-customer","order-total","order-status","fulfill-button"]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/recentOrders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/state/recentOrders","value":[]}
+{"op":"add","path":"/state/recentOrders/0","value":{"id":"ord-10482","orderId":"#10482","customer":"Maya Chen","total":"$248.90","status":"Processing"}}
+{"op":"add","path":"/state/recentOrders/1","value":{"id":"ord-10481","orderId":"#10481","customer":"Daniel Brooks","total":"$89.00","status":"Fulfilled"}}
+{"op":"add","path":"/state/recentOrders/2","value":{"id":"ord-10480","orderId":"#10480","customer":"Sofia Martinez","total":"$412.75","status":"Processing"}}
+{"op":"add","path":"/state/recentOrders/3","value":{"id":"ord-10479","orderId":"#10479","customer":"Aisha Patel","total":"$64.50","status":"Refunded"}}
+{"op":"add","path":"/state/recentOrders/4","value":{"id":"ord-10478","orderId":"#10478","customer":"Liam Wilson","total":"$176.20","status":"Fulfilled"}}
+{"op":"add","path":"/state/recentOrders/5","value":{"id":"ord-10477","orderId":"#10477","customer":"Noah Johnson","total":"$129.99","status":"Cancelled"}}
+{"op":"add","path":"/elements/recent-orders-title","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Review customer, total, and fulfillment status"},"children":[]}}
+{"op":"add","path":"/elements/recent-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["recent-orders-title","filters","orders-list"]}}
+{"op":"add","path":"/elements/operations-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","metrics-grid","volume-card","recent-orders-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..9836da79e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"operations-desk"}
+{"op":"add","path":"/elements/operations-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["desk-header","metrics-row","analytics-row","orders-section"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["desk-title","desk-date"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"CardHeader","props":{"title":"E-commerce operations desk","subtitle":"Monitor today’s performance and manage recent orders."},"children":[]}}
+{"op":"add","path":"/elements/desk-date","value":{"type":"Badge","props":{"text":{"$state":"/reportDate"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/reportDate","value":"Today · August 18, 2026"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["orders-today-card","revenue-today-card","aov-card","refund-rate-card"]}}
+{"op":"add","path":"/elements/orders-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-today-label","orders-today-value","orders-today-note"]}}
+{"op":"add","path":"/elements/orders-today-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orders-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/ordersToday","value":"184"}
+{"op":"add","path":"/elements/orders-today-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/ordersTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/ordersTrend","value":"+12.4% vs. yesterday"}
+{"op":"add","path":"/elements/revenue-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-today-label","revenue-today-value","revenue-today-note"]}}
+{"op":"add","path":"/elements/revenue-today-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueToday","value":"$24,680"}
+{"op":"add","path":"/elements/revenue-today-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/revenueTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueTrend","value":"+8.7% vs. yesterday"}
+{"op":"add","path":"/elements/aov-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-label","aov-value","aov-note"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageOrderValue","value":"$134.13"}
+{"op":"add","path":"/elements/aov-note","value":{"type":"TextContent","props":{"text":"Across all orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-rate-label","refund-rate-value","refund-rate-progress"]}}
+{"op":"add","path":"/elements/refund-rate-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRateLabel"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRateLabel","value":"2.8%"}
+{"op":"add","path":"/elements/refund-rate-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/refundRate"},"label":"Target: below 3.0%"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRate","value":2.8}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["volume-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Order volume · past four weeks","subtitle":"Weekly order count, including the current week to date."},"children":[]}}
+{"op":"add","path":"/elements/volume-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/orderVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/orderVolume/values","value":[1058,1184,1269,1316]}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/orderVolume/labels"},"series":["volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":["volume-series"]}}
+{"op":"add","path":"/state/orderVolume/labels","value":["Jul 27–Aug 2","Aug 3–9","Aug 10–16","Aug 17–23"]}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["orders-header","orders-filters","orders-filter-note","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Search customers, narrow by status, and fulfill open orders."},"children":[]}}
+{"op":"add","path":"/elements/customer-search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Search by customer name","type":"text","value":{"$bindState":"/filters/customer"}},"children":[]}}
+{"op":"add","path":"/state/filters/customer","value":""}
+{"op":"add","path":"/elements/customer-search-control","value":{"type":"FormControl","props":{"label":"Customer search","input":"customer-search-input","hint":"Enter a full or partial customer name."},"children":["customer-search-input"]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"Processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"Fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"Refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/status-cancelled","value":{"type":"SelectItem","props":{"value":"Cancelled","label":"Cancelled"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"orderStatus","items":["status-all","status-processing","status-fulfilled","status-refunded","status-cancelled"],"value":{"$bindState":"/filters/status"},"size":"medium"},"children":["status-all","status-processing","status-fulfilled","status-refunded","status-cancelled"]}}
+{"op":"add","path":"/state/filters/status","value":"all"}
+{"op":"add","path":"/elements/status-filter-control","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"status-select","hint":"Choose a status to focus the queue."},"children":["status-select"]}}
+{"op":"add","path":"/elements/orders-filters","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["customer-search-control","status-filter-control"]}}
+{"op":"add","path":"/elements/orders-filter-note","value":{"type":"TextContent","props":{"text":{"$template":"Active filters — customer: ${/filters/customer} · status: ${/filters/status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"fulfilled"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/order-fulfill-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"fulfilled"},"$then":"Fulfilled","$else":"Mark fulfilled"},"variant":{"$cond":{"$item":"fulfilled"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"fulfilled"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-id","order-customer","order-total","order-status","order-fulfill-button"]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"#10482","customer":"Maya Thompson","total":"$248.00","status":"Processing","fulfilled":false}}
+{"op":"add","path":"/state/orders/1","value":{"id":"#10481","customer":"Liam Chen","total":"$89.50","status":"Fulfilled","fulfilled":true}}
+{"op":"add","path":"/state/orders/2","value":{"id":"#10480","customer":"Sofia Martinez","total":"$176.25","status":"Processing","fulfilled":false}}
+{"op":"add","path":"/state/orders/3","value":{"id":"#10479","customer":"Noah Williams","total":"$64.00","status":"Refunded","fulfilled":false}}
+{"op":"add","path":"/state/orders/4","value":{"id":"#10478","customer":"Ava Patel","total":"$312.40","status":"Processing","fulfilled":false}}
+{"op":"add","path":"/state/orders/5","value":{"id":"#10477","customer":"Ethan Brooks","total":"$121.75","status":"Cancelled","fulfilled":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..e3e81bcad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,79 @@
+{"op":"add","path":"/root","value":"operations-desk"}
+{"op":"add","path":"/elements/operations-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["desk-header","metrics-row","analytics-row","orders-section"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["desk-title","desk-date"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"CardHeader","props":{"title":"E-commerce operations desk","subtitle":"Monitor today’s performance and manage recent orders."},"children":[]}}
+{"op":"add","path":"/elements/desk-date","value":{"type":"Badge","props":{"text":{"$state":"/reportingDate"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/reportingDate","value":"Today · August 18, 2026"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["orders-today-card","revenue-today-card","aov-card","refund-rate-card"]}}
+{"op":"add","path":"/elements/orders-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-today-label","orders-today-value","orders-today-note"]}}
+{"op":"add","path":"/elements/orders-today-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/orders-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/ordersToday","value":"184"}
+{"op":"add","path":"/elements/orders-today-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/ordersTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/ordersTrend","value":"↑ 12.4% vs. yesterday"}
+{"op":"add","path":"/elements/revenue-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-today-label","revenue-today-value","revenue-today-note"]}}
+{"op":"add","path":"/elements/revenue-today-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueToday","value":"$18,742.60"}
+{"op":"add","path":"/elements/revenue-today-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/revenueTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueTrend","value":"↑ 8.7% vs. yesterday"}
+{"op":"add","path":"/elements/aov-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-label","aov-value","aov-note"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageOrderValue","value":"$101.86"}
+{"op":"add","path":"/elements/aov-note","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/aovNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/aovNote","value":"Across all orders placed today"}
+{"op":"add","path":"/elements/refund-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-rate-label","refund-rate-value","refund-rate-progress","refund-rate-note"]}}
+{"op":"add","path":"/elements/refund-rate-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRateDisplay"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRateDisplay","value":"2.8%"}
+{"op":"add","path":"/elements/refund-rate-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/refundRate"},"label":"Monthly refund rate"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRate","value":2.8}
+{"op":"add","path":"/elements/refund-rate-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/refundNote"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundNote","value":"Below 3.5% target"}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-header","order-volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Order volume · past four weeks","subtitle":"Weekly orders placed across all sales channels."},"children":[]}}
+{"op":"add","path":"/elements/order-volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/volume/labels"},"series":["order-volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/state/volume/labels","value":["Jul 27–Aug 2","Aug 3–9","Aug 10–16","Aug 17–23"]}
+{"op":"add","path":"/elements/order-volume-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/volume/orders"}},"children":[]}}
+{"op":"add","path":"/state/volume/orders","value":[1048,1126,1194,736]}
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","filter-bar","filter-summary-all","filter-summary-pending","filter-summary-paid","filter-summary-fulfilled","filter-summary-refunded","recent-orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Search customers, narrow by status, and fulfill eligible orders."},"children":[]}}
+{"op":"add","path":"/elements/filter-bar","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["customer-search-control","status-filter-control","reset-filters"]}}
+{"op":"add","path":"/elements/customer-search-control","value":{"type":"FormControl","props":{"label":"Search by customer name","input":"customer-search-input","hint":"Enter a full or partial customer name."},"children":[]}}
+{"op":"add","path":"/elements/customer-search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"e.g. Maya Chen","type":"text","value":{"$bindState":"/filters/customer"}},"children":[]}}
+{"op":"add","path":"/state/filters/customer","value":""}
+{"op":"add","path":"/elements/status-filter-control","value":{"type":"FormControl","props":{"label":"Narrow by status","input":"status-filter-select","hint":"Choose an order status."},"children":[]}}
+{"op":"add","path":"/elements/status-filter-select","value":{"type":"Select","props":{"name":"orderStatus","items":["status-all","status-pending","status-paid","status-fulfilled","status-refunded"],"size":"medium","value":{"$bindState":"/filters/status"}},"children":[]}}
+{"op":"add","path":"/state/filters/status","value":"all"}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-pending","value":{"type":"SelectItem","props":{"value":"pending","label":"Pending"},"children":[]}}
+{"op":"add","path":"/elements/status-paid","value":{"type":"SelectItem","props":{"value":"paid","label":"Paid"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/reset-filters","value":{"type":"Button","props":{"label":"Reset status","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filters/status","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/filter-summary-all","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Showing all recent orders","description":{"$template":"Customer search: ${/filters/customer}"}},"visible":{"$state":"/filters/status","eq":"all"},"children":[]}}
+{"op":"add","path":"/elements/filter-summary-pending","value":{"type":"TextCallout","props":{"variant":"warning","title":"Status filter: Pending","description":{"$template":"Customer search: ${/filters/customer}"}},"visible":{"$state":"/filters/status","eq":"pending"},"children":[]}}
+{"op":"add","path":"/elements/filter-summary-paid","value":{"type":"TextCallout","props":{"variant":"info","title":"Status filter: Paid","description":{"$template":"Customer search: ${/filters/customer}"}},"visible":{"$state":"/filters/status","eq":"paid"},"children":[]}}
+{"op":"add","path":"/elements/filter-summary-fulfilled","value":{"type":"TextCallout","props":{"variant":"success","title":"Status filter: Fulfilled","description":{"$template":"Customer search: ${/filters/customer}"}},"visible":{"$state":"/filters/status","eq":"fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/filter-summary-refunded","value":{"type":"TextCallout","props":{"variant":"danger","title":"Status filter: Refunded","description":{"$template":"Customer search: ${/filters/customer}"}},"visible":{"$state":"/filters/status","eq":"refunded"},"children":[]}}
+{"op":"add","path":"/elements/recent-orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-10842","customer":"Maya Chen","total":"$148.20","status":"Paid","fulfilled":false,"placedAt":"10:42 AM"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-10841","customer":"Liam Brooks","total":"$79.95","status":"Pending","fulfilled":false,"placedAt":"10:31 AM"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-10840","customer":"Sofia Ramirez","total":"$224.50","status":"Fulfilled","fulfilled":true,"placedAt":"10:18 AM"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-10839","customer":"Noah Williams","total":"$56.00","status":"Refunded","fulfilled":false,"placedAt":"9:57 AM"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-10838","customer":"Aisha Patel","total":"$312.75","status":"Paid","fulfilled":false,"placedAt":"9:44 AM"}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-identity","order-total-block","order-status-block","fulfill-order-button","fulfilled-indicator"]}}
+{"op":"add","path":"/elements/order-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id","order-customer","order-time"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"Heading","props":{"text":{"$item":"customer"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/order-time","value":{"type":"TextContent","props":{"text":{"$template":"Placed today at ${placedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-total-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-total-label","order-total"]}}
+{"op":"add","path":"/elements/order-total-label","value":{"type":"Label","props":{"text":"Total"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$item":"total"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-status-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-status-label","order-status"]}}
+{"op":"add","path":"/elements/order-status-label","value":{"type":"Label","props":{"text":"Status"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"fulfilled"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/fulfill-order-button","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"visible":{"$item":"fulfilled","not":true},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"fulfilled"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/fulfilled-indicator","value":{"type":"Badge","props":{"text":"Fulfilled ✓","variant":"secondary"},"visible":{"$item":"fulfilled"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..45ef1b11b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r1.txt
@@ -0,0 +1,67 @@
+{"op":"add","path":"/root","value":"service-health"}
+{"op":"add","path":"/elements/service-health","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","controls","metrics","usage-card","operations-grid","endpoints-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Service health","subtitle":"On-call overview · live operational signals and incident response"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["region-control","threshold-control","save-threshold"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select","hint":"Narrow this view to one deployment region."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-use1","region-usw2","region-euw1","region-apse1"],"size":"medium","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-usw2","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-euw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/region-apse1","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"Asia Pacific (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Error-rate alert threshold (%)","input":"threshold-input","hint":"Alert when the current error rate reaches this value."},"children":[]}}
+{"op":"add","path":"/elements/threshold-input","value":{"type":"Input","props":{"name":"alertThreshold","type":"number","placeholder":"1.0","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":"1.0"}
+{"op":"add","path":"/elements/save-threshold","value":{"type":"Button","props":{"label":"Set alert threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/savedThreshold","value":{"$state":"/alertThreshold"}}}},"children":[]}}
+{"op":"add","path":"/state/savedThreshold","value":"1.0"}
+{"op":"add","path":"/elements/metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["uptime-card","error-card","threshold-status"]}}
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+{"op":"add","path":"/elements/error-status","value":{"type":"Badge","props":{"text":"Elevated · +0.18% in 15m","variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["endpoint-col","method-col","latency-col","trend-col"]},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..a61cdde4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r2.txt
@@ -0,0 +1,69 @@
+{"op":"add","path":"/root","value":"service-health"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Service Health · Payments API","level":"h1"},"children":[]}}
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+{"op":"add","path":"/state/selectedRegion","value":"us-east-1"}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select","hint":"Metrics and incidents are scoped to this region."},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["page-title","page-subtitle","region-control"]}}
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+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/uptime"},"label":"Quarter-to-date availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-title","uptime-value","uptime-progress"]}}
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+{"op":"add","path":"/elements/memory-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["memory-title","memory-value","memory-progress"]}}
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+{"op":"add","path":"/elements/endpoint-rank","value":{"type":"Badge","props":{"text":{"$template":"#${rank}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-name","value":{"type":"InlineCode","props":{"code":{"$item":"endpoint"}},"children":[]}}
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+{"op":"add","path":"/elements/endpoints-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpoint-row"]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..28d31174b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r3.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"service-health"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["header-copy","service-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Service health","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Production API · On-call operational view · Updated moments ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/service-status","value":{"type":"Badge","props":{"text":"Degraded performance","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/region-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["region-copy","region-control"]}}
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+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-use1","region-usw2","region-euw1","region-apse1"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
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+{"op":"add","path":"/elements/region-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
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+{"op":"add","path":"/elements/region-euw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/region-apse1","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"Asia Pacific (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["uptime-card","error-card"]}}
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+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/uptimeQuarter}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/uptime-target","value":{"type":"TextContent","props":{"text":"SLO target: 99.95% · 18m 24s downtime used","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/error-callout","value":{"type":"TextCallout","props":{"variant":"danger","title":"Above alert threshold","description":"5-minute rolling error rate; baseline is 0.18%."},"children":[]}}
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+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Acknowledge an incident to signal that an engineer is responding."},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["incident-details","incident-actions"]}}
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+{"op":"add","path":"/elements/incident-actions","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":{"$cond":{"$item":"acknowledged"},"$then":"secondary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2841","title":"Elevated checkout API failures","severity":"SEV-1","region":"us-east-1","opened":"18 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2839","title":"Queue processing delay","severity":"SEV-2","region":"eu-west-1","opened":"47 minutes ago","acknowledged":true}}
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+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"Current p95 latency, ranked slowest first"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["endpoint-col","method-col","latency-col","requests-col"]},"children":[]}}
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+{"op":"add","path":"/elements/method-col","value":{"type":"Col","props":{"label":"Method","data":{"$state":"/slowEndpoints/methods"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/requests-col","value":{"type":"Col","props":{"label":"Requests/min","data":{"$state":"/slowEndpoints/rates"},"type":"number"},"children":[]}}
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+{"op":"add","path":"/elements/threshold-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Set the error-rate percentage that should page the on-call engineer."},"children":[]}}
+{"op":"add","path":"/elements/threshold-form","value":{"type":"Form","props":{"name":"alert-threshold-form","fields":["threshold-control"],"buttons":"threshold-buttons"},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Error-rate threshold (%)","input":"threshold-input","hint":"Recommended range: 0.5%–5.0% over a 5-minute window."},"children":[]}}
+{"op":"add","path":"/elements/threshold-input","value":{"type":"Input","props":{"name":"errorThreshold","type":"number","placeholder":"1.00","value":{"$bindState":"/alertThreshold"},"rules":[{"required":true},{"min":0.1},{"max":100}]},"children":[]}}
+{"op":"add","path":"/elements/threshold-buttons","value":{"type":"Buttons","props":{"buttons":["save-threshold"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-threshold","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/savedAlertThreshold","value":{"$state":"/alertThreshold"}}}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":"1.00"}
+{"op":"add","path":"/state/savedAlertThreshold","value":"1.00"}
+{"op":"add","path":"/elements/threshold-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"Active paging rule","description":{"$template":"Page when the 5-minute error rate exceeds ${/savedAlertThreshold}%."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..46e25530b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b3-server__r4.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"service-health"}
+{"op":"add","path":"/elements/service-health","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","region-filter-card","metrics-row","resource-card","operations-row","endpoints-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"Service health","subtitle":"On-call overview · Checkout API · Updated moments ago"},"children":[]}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["region-control"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","input":"region-select","hint":"Narrow all service health signals to one deployment region."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-use1","region-usw2","region-euw1","region-apse1"],"size":"medium","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-use1","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-usw2","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-euw1","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/region-apse1","value":{"type":"SelectItem","props":{"value":"ap-southeast-1","label":"Asia Pacific (Singapore)"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"all"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["uptime-card","error-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-heading","uptime-value","uptime-progress","uptime-target"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"Heading","props":{"text":"Uptime this quarter","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/uptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/uptime"},"label":"Quarter-to-date availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-target","value":{"type":"TextCallout","props":{"variant":"success","title":"SLO on track","description":"Target: 99.90% · Error budget remaining: 74%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"uptime":99.97,"errorRate":1.82}}
+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["error-heading","error-value","error-status"]}}
+{"op":"add","path":"/elements/error-heading","value":{"type":"Heading","props":{"text":"Error rate right now","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/error-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-status","value":{"type":"Alert","props":{"variant":"warning","title":"Above normal","description":"5-minute rolling rate · Baseline: 0.35%"},"children":[]}}
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+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU","values":{"$state":"/resourceUsage/cpu"}},"children":[]}}
+{"op":"add","path":"/elements/memory-series","value":{"type":"Series","props":{"category":"Memory","values":{"$state":"/resourceUsage/memory"}},"children":[]}}
+{"op":"add","path":"/elements/resource-legend","value":{"type":"TagBlock","props":{"tags":["CPU: 71% now","Memory: 78% now","Peak CPU: 86%","Peak memory: 82%"]},"children":[]}}
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+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Acknowledge incidents to signal active ownership."},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["incident-summary","incident-meta","incident-ack"]}}
+{"op":"add","path":"/elements/incident-summary","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** · ${severity}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${service} · Opened ${openedAt} · ${region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-ack","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge incident"},"variant":{"$cond":{"$item":"acknowledged"},"$then":"tertiary","$else":"primary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-2481","title":"Elevated checkout failures","severity":"SEV-1","service":"Checkout API","openedAt":"18 min ago","region":"us-east-1","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-2479","title":"Payment provider latency","severity":"SEV-2","service":"Payments Gateway","openedAt":"43 min ago","region":"eu-west-1","acknowledged":true}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-2476","title":"Replica lag above threshold","severity":"SEV-3","service":"Orders Database","openedAt":"1 hr 26 min ago","region":"us-west-2","acknowledged":false}}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["threshold-header","threshold-control","threshold-preview","threshold-save"]}}
+{"op":"add","path":"/elements/threshold-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Trigger an alert when the 5-minute error rate reaches this value."},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Error-rate threshold (%)","input":"threshold-slider","hint":"Choose a value from 0.5% to 10%."},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"alertThreshold","variant":"discrete","min":0.5,"max":10,"step":0.5,"label":"Error rate threshold","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/elements/threshold-preview","value":{"type":"TextContent","props":{"text":{"$template":"Current threshold: **${/alertThreshold}%**"},"size":"default"},"children":[]}}
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+{"op":"add","path":"/state/thresholdSaved","value":false}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-chart","endpoints-list"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency over the last 15 minutes, ranked slowest first."},"children":[]}}
+{"op":"add","path":"/elements/endpoints-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/endpointMetrics/labels"},"series":["latency-series"],"variant":"grouped","xLabel":"p95 latency (ms)","yLabel":"Endpoint"},"children":[]}}
+{"op":"add","path":"/elements/latency-series","value":{"type":"Series","props":{"category":"p95 latency","values":{"$state":"/endpointMetrics/values"}},"children":[]}}
+{"op":"add","path":"/state/endpointMetrics","value":{"labels":["POST /v1/checkout","GET /v1/orders/:id","POST /v1/payments","GET /v1/catalog/search","PATCH /v1/carts/:id"],"values":[1840,1320,1085,940,815]}}
+{"op":"add","path":"/elements/endpoints-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpoint-row"]}}
+{"op":"add","path":"/elements/endpoint-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["endpoint-name","endpoint-latency"]}}
+{"op":"add","path":"/elements/endpoint-name","value":{"type":"TextContent","props":{"text":{"$item":"endpoint"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency","value":{"type":"Badge","props":{"text":{"$template":"${latencyMs} ms p95"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
+{"op":"add","path":"/state/slowEndpoints/0","value":{"id":"ep-1","endpoint":"POST /v1/checkout","latencyMs":1840}}
+{"op":"add","path":"/state/slowEndpoints/1","value":{"id":"ep-2","endpoint":"GET /v1/orders/:id","latencyMs":1320}}
+{"op":"add","path":"/state/slowEndpoints/2","value":{"id":"ep-3","endpoint":"POST /v1/payments","latencyMs":1085}}
+{"op":"add","path":"/state/slowEndpoints/3","value":{"id":"ep-4","endpoint":"GET /v1/catalog/search","latencyMs":940}}
+{"op":"add","path":"/state/slowEndpoints/4","value":{"id":"ep-5","endpoint":"PATCH /v1/carts/:id","latencyMs":815}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..9c6743700
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,94 @@
+{"op":"add","path":"/root","value":"hub-operations"}
+{"op":"add","path":"/elements/hub-operations","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["top-bar","weather-alert","metrics-grid","operations-grid","rebooking-panel"]}}
+{"op":"add","path":"/elements/top-bar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["hub-title","hub-selector-control","refresh-status"]}}
+{"op":"add","path":"/elements/hub-title","value":{"type":"CardHeader","props":{"title":{"$template":"${/hub/code} Hub Operations Desk"},"subtitle":{"$template":"${/hub/name} · Operational day ${/hub/date} · Local time ${/hub/localTime}"}},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"code":"ATL","name":"Hartsfield–Jackson Atlanta International","date":"August 18, 2026","localTime":"14:35 EDT"}}
+{"op":"add","path":"/elements/hub-selector-control","value":{"type":"FormControl","props":{"label":"View a different hub","input":"hub-selector","hint":"Switch the dashboard to another operating hub."},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Select","props":{"name":"hub","items":["hub-atl","hub-jfk","hub-dfw","hub-ord","hub-lax"],"value":{"$bindState":"/selectedHub"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-jfk","value":{"type":"SelectItem","props":{"value":"JFK","label":"JFK — New York"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O’Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-lax","value":{"type":"SelectItem","props":{"value":"LAX","label":"LAX — Los Angeles"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/refresh-status","value":{"type":"Badge","props":{"text":{"$template":"Live · Updated ${/lastUpdated}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"14:34 EDT"}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Alert","props":{"title":{"$state":"/weather/title"},"description":{"$state":"/weather/description"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"title":"Hub weather advisory — thunderstorms and ramp restrictions","description":"Scattered thunderstorms through 17:00 EDT. Ground stop probability is moderate; ramp activity pauses are possible during lightning alerts. West-flow operations with gusts to 28 kt."}}
+{"op":"add","path":"/elements/metrics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-otp","metric-load","metric-cancellations","metric-turnaround"]}}
+{"op":"add","path":"/elements/metric-otp","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-otp-label","metric-otp-value","metric-otp-progress"]}}
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+{"op":"add","path":"/elements/metric-otp-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePerformance}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePerformance"},"label":{"$template":"Target ${/metrics/onTimeTarget}%"}},"children":[]}}
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+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-load-label","metric-load-value","metric-load-detail"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"AVERAGE PASSENGER LOAD TODAY","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averageLoad}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-detail","value":{"type":"TextContent","props":{"text":"Across completed and currently boarding departures","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancellations","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-cancel-label","metric-cancel-value","metric-cancel-detail"]}}
+{"op":"add","path":"/elements/metric-cancel-label","value":{"type":"TextContent","props":{"text":"CANCELLATIONS TODAY","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancel-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/cancellations} flights"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancel-detail","value":{"type":"Badge","props":{"text":"4 weather · 2 maintenance","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["metric-turn-label","metric-turn-value","metric-turn-progress"]}}
+{"op":"add","path":"/elements/metric-turn-label","value":{"type":"TextContent","props":{"text":"AVERAGE TURNAROUND TIME","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-turn-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averageTurnaround} min"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-turn-progress","value":{"type":"Progress","props":{"value":93,"label":{"$template":"Target ≤ ${/metrics/turnaroundTarget} min"}},"children":[]}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["flight-board-section","exceptions-column"]}}
+{"op":"add","path":"/elements/flight-board-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flight-board-header","flight-table"]}}
+{"op":"add","path":"/elements/flight-board-header","value":{"type":"CardHeader","props":{"title":"Active Flight Board","subtitle":"Flight number, route, gate, and current operating status"},"children":[]}}
+{"op":"add","path":"/elements/flight-table","value":{"type":"Table","props":{"columns":["flight-number-col","flight-route-col","flight-gate-col","flight-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/flight-number-col","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/flightColumns/numbers"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-route-col","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flightColumns/routes"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-col","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flightColumns/gates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flightColumns/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns","value":{"numbers":["DL 1452","DL 820","DL 2317","DL 1094","DL 1736","DL 552","DL 2088","DL 410"],"routes":["ATL → BOS","ATL → LAX","MCO → ATL","ATL → LGA","ATL → DEN","SEA → ATL","ATL → MIA","ATL → SFO"],"gates":["B18","A27","C42","T6","B31","E12","A11","E5"],"statuses":["Boarding · On time","Delayed 47 min","Arrived · Gate open","Final call · On time","Delayed 28 min","Inbound delayed 36 min","Boarding · On time","Cancelled"]}}
+{"op":"add","path":"/elements/exceptions-column","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["delayed-section","gate-changes-section","connections-section","crews-section"]}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayed-header","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed Flights","subtitle":"Flights requiring active recovery attention"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delayed-flight-callout"]}}
+{"op":"add","path":"/elements/delayed-flight-callout","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"${number} · ${route} · +${delayMinutes} min"},"description":{"$template":"Gate ${gate} · ${reason} · ${affectedPassengers} passengers affected"}},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"delay-1","number":"DL 820","route":"ATL → LAX","gate":"A27","delayMinutes":47,"reason":"Late inbound aircraft","affectedPassengers":164}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"delay-2","number":"DL 1736","route":"ATL → DEN","gate":"B31","delayMinutes":28,"reason":"Weather flow restriction","affectedPassengers":138}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"delay-3","number":"DL 552","route":"SEA → ATL","gate":"E12","delayMinutes":36,"reason":"En route weather deviation","affectedPassengers":151}}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gate-changes-header","gate-changes-list"]}}
+{"op":"add","path":"/elements/gate-changes-header","value":{"type":"CardHeader","props":{"title":"Recent Gate Changes","subtitle":"Changes posted in the last 30 minutes"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-row"]}}
+{"op":"add","path":"/elements/gate-change-row","value":{"type":"ListItem","props":{"title":{"$template":"${flight}: ${fromGate} → ${toGate}"},"subtitle":{"$template":"${route} · changed ${changedAt} · ${reason}"},"actionLabel":"Notify teams"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gate-1","flight":"DL 1094","route":"ATL → LGA","fromGate":"T2","toGate":"T6","changedAt":"14:28","reason":"Equipment swap"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gate-2","flight":"DL 2317","route":"MCO → ATL","fromGate":"C38","toGate":"C42","changedAt":"14:19","reason":"Gate conflict"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gate-3","flight":"DL 1452","route":"ATL → BOS","fromGate":"B14","toGate":"B18","changedAt":"14:08","reason":"Tow repositioning"}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["connections-header","connections-alert","connections-list"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"CardHeader","props":{"title":"Connections at Risk","subtitle":{"$template":"${/connectionSummary/passengersAtRisk} passengers across ${/connectionSummary/itineraries} itineraries"}},"children":[]}}
+{"op":"add","path":"/state/connectionSummary","value":{"passengersAtRisk":73,"itineraries":4}}
+{"op":"add","path":"/elements/connections-alert","value":{"type":"Callout","props":{"variant":"error","title":"18 passengers have less than 20 minutes","description":"Prioritize meet-and-assist, gate holds, or proactive rebooking for critical connections."},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-row"]}}
+{"op":"add","path":"/elements/connection-row","value":{"type":"ListItem","props":{"title":{"$template":"${inbound} → ${outbound} · ${passengers} passengers"},"subtitle":{"$template":"Arrival ${arrivalGate} to departure ${departureGate} · ${connectionMinutes} min connection · ${risk}"}},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"conn-1","inbound":"DL 552 SEA–ATL","outbound":"DL 1260 ATL–MCO","passengers":18,"arrivalGate":"E12","departureGate":"B9","connectionMinutes":16,"risk":"Critical"}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"conn-2","inbound":"DL 2317 MCO–ATL","outbound":"DL 788 ATL–SLC","passengers":21,"arrivalGate":"C42","departureGate":"A19","connectionMinutes":24,"risk":"High"}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"conn-3","inbound":"DL 904 RDU–ATL","outbound":"DL 820 ATL–LAX","passengers":15,"arrivalGate":"D7","departureGate":"A27","connectionMinutes":29,"risk":"High"}}
+{"op":"add","path":"/state/connectionsAtRisk/3","value":{"id":"conn-4","inbound":"DL 341 SAV–ATL","outbound":"DL 1736 ATL–DEN","passengers":19,"arrivalGate":"C15","departureGate":"B31","connectionMinutes":32,"risk":"Moderate"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crews-header","crew-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"CardHeader","props":{"title":"Crews Available for Reassignment","subtitle":"Reserve and released crews currently within duty limits"},"children":[]}}
+{"op":"add","path":"/elements/crew-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"ListItem","props":{"title":{"$template":"${crewId} · ${role} · ${qualification}"},"subtitle":{"$template":"${members} members · available ${availableAt} · ${dutyRemaining} duty remaining · location ${location}"},"actionLabel":"Assign"},"children":[]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"crew-1","crewId":"ATL-R17","role":"Flight deck","qualification":"A320 family","members":2,"availableAt":"Now","dutyRemaining":"5h 40m","location":"Concourse B"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"crew-2","crewId":"ATL-C42","role":"Cabin crew","qualification":"B737-800/900","members":4,"availableAt":"14:50","dutyRemaining":"6h 15m","location":"Crew lounge T"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"crew-3","crewId":"ATL-R08","role":"Flight deck","qualification":"B757/767","members":2,"availableAt":"15:05","dutyRemaining":"4h 55m","location":"Concourse E"}}
+{"op":"add","path":"/elements/rebooking-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["rebooking-header","rebooking-form","rebooking-result"]}}
+{"op":"add","path":"/elements/rebooking-header","value":{"type":"CardHeader","props":{"title":"Passenger Recovery & Rebooking","subtitle":"Find an affected passenger and start an assisted rebooking workflow."},"children":[]}}
+{"op":"add","path":"/elements/rebooking-form","value":{"type":"Form","props":{"name":"passenger-rebooking","fields":["record-locator-control","last-name-control","affected-flight-control"],"buttons":"rebooking-buttons"},"children":[]}}
+{"op":"add","path":"/elements/record-locator-control","value":{"type":"FormControl","props":{"label":"Record locator","input":"record-locator-input","hint":"Six-character confirmation code"},"children":[]}}
+{"op":"add","path":"/elements/record-locator-input","value":{"type":"Input","props":{"name":"recordLocator","placeholder":"e.g. H7K2QP","type":"text","value":{"$bindState":"/rebooking/recordLocator"},"rules":[{"required":true,"message":"Record locator is required"}]},"children":[]}}
+{"op":"add","path":"/state/rebooking","value":{"recordLocator":"","lastName":"","flightNumber":"","submitted":false}}
+{"op":"add","path":"/elements/last-name-control","value":{"type":"FormControl","props":{"label":"Passenger last name","input":"last-name-input"},"children":[]}}
+{"op":"add","path":"/elements/last-name-input","value":{"type":"Input","props":{"name":"lastName","placeholder":"Last name","type":"text","value":{"$bindState":"/rebooking/lastName"},"rules":[{"required":true,"message":"Last name is required"}]},"children":[]}}
+{"op":"add","path":"/elements/affected-flight-control","value":{"type":"FormControl","props":{"label":"Affected flight","input":"affected-flight-input","hint":"Optional when searching by record locator"},"children":[]}}
+{"op":"add","path":"/elements/affected-flight-input","value":{"type":"Input","props":{"name":"flightNumber","placeholder":"e.g. DL 820","type":"text","value":{"$bindState":"/rebooking/flightNumber"},"children":[]}}
+{"op":"add","path":"/elements/rebooking-buttons","value":{"type":"Buttons","props":{"buttons":["find-options-button","clear-rebooking-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/find-options-button","value":{"type":"Button","props":{"label":"Find Rebooking Options","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebooking/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/clear-rebooking-button","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/rebooking","value":{"recordLocator":"","lastName":"","flightNumber":"","submitted":false}}}},"children":[]}}
+{"op":"add","path":"/elements/rebooking-result","value":{"type":"Callout","props":{"variant":"info","title":"Recovery search started","description":{"$template":"Searching protected inventory and alternate routings for ${/rebooking/recordLocator} ${/rebooking/lastName}. Review options before confirming changes."}},"visible":{"$state":"/rebooking/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..a9d24e934
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"hub-ops"}
+{"op":"add","path":"/elements/hub-title","value":{"type":"Heading","props":{"text":"Airline Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hub-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operating picture · ${/hub/name} (${/hub/code}) · ${/hub/localTime} local"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"code":"ATL","name":"Atlanta Hartsfield-Jackson","localTime":"14:35 ET"}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-jfk","value":{"type":"SelectItem","props":{"value":"JFK","label":"JFK — New York"},"children":[]}}
+{"op":"add","path":"/elements/hub-lax","value":{"type":"SelectItem","props":{"value":"LAX","label":"LAX — Los Angeles"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","items":["hub-atl","hub-dfw","hub-ord","hub-jfk","hub-lax"],"value":{"$bindState":"/selectedHub"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/hub-control","value":{"type":"FormControl","props":{"label":"View a different hub","input":"hub-select","hint":"Switch the operating station view."},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["hub-title","hub-subtitle","hub-control"]}}
+{"op":"add","path":"/elements/otp-heading","value":{"type":"Heading","props":{"text":"On-time performance","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimePerformance}% today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePerformance"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":82,"averagePassengerLoad":87,"cancellations":6,"averageTurnaround":41}}
+{"op":"add","path":"/elements/otp-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["otp-heading","otp-value","otp-progress"]}}
+{"op":"add","path":"/elements/load-heading","value":{"type":"Heading","props":{"text":"Average passenger load","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/averagePassengerLoad}% today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/averagePassengerLoad"},"label":"Across 612 departures"},"children":[]}}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-heading","load-value","load-progress"]}}
+{"op":"add","path":"/elements/cancel-heading","value":{"type":"Heading","props":{"text":"Cancellations today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancellations} flights"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-note","value":{"type":"Badge","props":{"text":"1.0% of schedule","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/cancel-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cancel-heading","cancel-value","cancel-note"]}}
+{"op":"add","path":"/elements/turn-heading","value":{"type":"Heading","props":{"text":"Average turnaround","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/turn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/averageTurnaround} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turn-note","value":{"type":"Badge","props":{"text":"2 min above target","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/turn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["turn-heading","turn-value","turn-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["otp-card","load-card","cancel-card","turn-card"]}}
+{"op":"add","path":"/elements/delays-heading","value":{"type":"Heading","props":{"text":"Delayed flights requiring attention","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-alert","value":{"type":"Alert","props":{"title":{"$template":"${flight} · ${route} · Gate ${gate}"},"description":{"$template":"${delay} min delay — ${reason}. ${passengers} passengers affected."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delays-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delay-alert"]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","flight":"AX2184","route":"ATL → BOS","gate":"B18","delay":72,"reason":"Late inbound aircraft","passengers":164}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","flight":"AX1457","route":"ATL → DEN","gate":"T6","delay":48,"reason":"Thunderstorm flow control","passengers":151}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","flight":"AX3309","route":"ATL → RDU","gate":"C35","delay":35,"reason":"Maintenance inspection","passengers":98}}
+{"op":"add","path":"/elements/delays-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delays-heading","delays-list"]}}
+{"op":"add","path":"/elements/flights-heading","value":{"type":"Heading","props":{"text":"Active flight board","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/flight-number-col","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/flightColumns/numbers"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-route-col","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flightColumns/routes"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate-col","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flightColumns/gates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/flight-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flightColumns/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns","value":{"numbers":["AX1021","AX2184","AX1457","AX3309","AX774","AX906"],"routes":["ATL → MCO","ATL → BOS","ATL → DEN","ATL → RDU","ATL → LAX","ATL → LGA"],"gates":["A12","B18","T6","C35","E14","B27"],"statuses":["Boarding · On time","Delayed 72 min","Delayed 48 min","Delayed 35 min","Departed · On time","Final call · On time"]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["flight-number-col","flight-route-col","flight-gate-col","flight-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flights-heading","flights-table"]}}
+{"op":"add","path":"/elements/gates-heading","value":{"type":"Heading","props":{"text":"Recent gate changes","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"ListItem","props":{"title":{"$template":"${flight}: ${from} → ${to}"},"subtitle":{"$template":"${route} · Changed ${time} · ${reason}"},"actionLabel":"Notify teams"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"AX906","route":"ATL → LGA","from":"B22","to":"B27","time":"8 min ago","reason":"Equipment swap"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"AX774","route":"ATL → LAX","from":"E11","to":"E14","time":"17 min ago","reason":"Gate conflict"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"AX552","route":"ATL → IAH","from":"D4","to":"D9","time":"29 min ago","reason":"Inbound arrival reassignment"}}
+{"op":"add","path":"/elements/gates-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gates-heading","gate-changes-list"]}}
+{"op":"add","path":"/elements/crews-heading","value":{"type":"Heading","props":{"text":"Crews available for reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"ListItem","props":{"title":{"$template":"${crew} · ${qualification}"},"subtitle":{"$template":"${members} members · Available ${available} · Duty time remaining: ${dutyRemaining}"},"actionLabel":"Assign"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"c1","crew":"Crew 7A","qualification":"A320 family","members":6,"available":"now","dutyRemaining":"5h 40m"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"c2","crew":"Crew 12C","qualification":"B737 NG/MAX","members":6,"available":"14:50","dutyRemaining":"6h 15m"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"c3","crew":"Crew 4F","qualification":"B757/767","members":8,"available":"15:10","dutyRemaining":"4h 55m"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crews-heading","crews-list"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"text":"Hub weather advisories","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weather-alert","value":{"type":"Alert","props":{"title":{"$template":"${severity}: ${title}"},"description":{"$template":"${window} · ${description} · Operational impact: ${impact}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/weatherAdvisories","key":"id"},"children":["weather-alert"]}}
+{"op":"add","path":"/state/weatherAdvisories","value":[]}
+{"op":"add","path":"/state/weatherAdvisories/0","value":{"id":"w1","severity":"Warning","title":"Thunderstorms west of field","window":"14:20–16:30 ET","description":"Cells moving east at 20 kt with lightning within 10 NM","impact":"Possible ramp closures and departure metering"}}
+{"op":"add","path":"/state/weatherAdvisories/1","value":{"id":"w2","severity":"Advisory","title":"Gusty southwest winds","window":"15:00–18:00 ET","description":"Gusts up to 28 kt","impact":"Potential runway configuration change"}}
+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weather-heading","weather-list"]}}
+{"op":"add","path":"/elements/risk-heading","value":{"type":"Heading","props":{"text":"Connections at risk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/risk-summary","value":{"type":"Callout","props":{"variant":"error","title":"47 passengers may miss onward flights","description":"Prioritize connections with less than 20 minutes of projected transfer time."},"children":[]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"ListItem","props":{"title":{"$template":"${inbound} → ${outbound} · ${passengers} passengers"},"subtitle":{"$template":"Arrives ${arrivalGate}; departs ${departureGate} · ${minutes} min projected connection · ${priority} priority"},"actionLabel":"Rebook"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/atRiskConnections","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/state/atRiskConnections","value":[]}
+{"op":"add","path":"/state/atRiskConnections/0","value":{"id":"r1","inbound":"AX2184 BOS–ATL","outbound":"AX612 ATL–MSY","passengers":18,"arrivalGate":"B18","departureGate":"D21","minutes":12,"priority":"Critical"}}
+{"op":"add","path":"/state/atRiskConnections/1","value":{"id":"r2","inbound":"AX1457 DEN–ATL","outbound":"AX884 ATL–SAV","passengers":16,"arrivalGate":"T6","departureGate":"C9","minutes":17,"priority":"Critical"}}
+{"op":"add","path":"/state/atRiskConnections/2","value":{"id":"r3","inbound":"AX3309 RDU–ATL","outbound":"AX420 ATL–MIA","passengers":13,"arrivalGate":"C35","departureGate":"A19","minutes":24,"priority":"High"}}
+{"op":"add","path":"/elements/rebook-flight-input","value":{"type":"Input","props":{"name":"affectedFlight","placeholder":"e.g. AX2184","type":"text","value":{"$bindState":"/rebooking/flight"}},"children":[]}}
+{"op":"add","path":"/state/rebooking","value":{"flight":"","passenger":"","validated":false}}
+{"op":"add","path":"/elements/rebook-flight-control","value":{"type":"FormControl","props":{"label":"Affected flight","input":"rebook-flight-input"},"children":[]}}
+{"op":"add","path":"/elements/rebook-passenger-input","value":{"type":"Input","props":{"name":"passenger","placeholder":"Passenger name or confirmation code","type":"text","value":{"$bindState":"/rebooking/passenger"}},"children":[]}}
+{"op":"add","path":"/elements/rebook-passenger-control","value":{"type":"FormControl","props":{"label":"Passenger lookup","input":"rebook-passenger-input"},"children":[]}}
+{"op":"add","path":"/elements/rebook-search","value":{"type":"Button","props":{"label":"Find alternate itineraries","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/rebooking/validation"}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-search"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"passenger-rebooking","buttons":"rebook-buttons","fields":["rebook-flight-control","rebook-passenger-control"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open passenger rebooking","title":"Rebook affected passengers","description":"Search an affected flight and passenger, then review protected alternatives.","content":["rebook-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-heading","risk-summary","risk-list","rebook-dialog"]}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["gates-section","crews-section","weather-section"]}}
+{"op":"add","path":"/elements/hub-ops","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","metrics-row","delays-section","flights-section","operations-grid","risk-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..a82e6e7d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,100 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-title","value":{"type":"Heading","props":{"text":"Airline Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hub-label","value":{"type":"TextContent","props":{"text":{"$template":"Live operating picture · ${/selectedHub} · Updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"Chicago O'Hare (ORD)"}
+{"op":"add","path":"/state/lastUpdated","value":"14:32 CT"}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"Chicago O'Hare (ORD)","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"Dallas/Fort Worth (DFW)","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-clt","value":{"type":"SelectItem","props":{"value":"Charlotte Douglas (CLT)","label":"Charlotte Douglas (CLT)"},"children":[]}}
+{"op":"add","path":"/elements/hub-phx","value":{"type":"SelectItem","props":{"value":"Phoenix Sky Harbor (PHX)","label":"Phoenix Sky Harbor (PHX)"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Select","props":{"name":"hub","items":["hub-ord","hub-dfw","hub-clt","hub-phx"],"value":{"$bindState":"/selectedHub"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/hub-control","value":{"type":"FormControl","props":{"label":"View a different hub","input":"hub-selector","hint":"Switch the operating station shown on this desk."},"children":[]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ops-title","hub-label"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","hub-control"]}}
+{"op":"add","path":"/elements/otp-title","value":{"type":"Heading","props":{"text":"On-time performance","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/otp-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTime}% today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTime"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/state/metrics/onTime","value":82}
+{"op":"add","path":"/elements/otp-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["otp-title","otp-value","otp-progress"]}}
+{"op":"add","path":"/elements/load-title","value":{"type":"Heading","props":{"text":"Average passenger load","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/passengerLoad}% today"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/passengerLoad"},"label":"Across 214 departures"},"children":[]}}
+{"op":"add","path":"/state/metrics/passengerLoad","value":87}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-title","load-value","load-progress"]}}
+{"op":"add","path":"/elements/cancel-title","value":{"type":"Heading","props":{"text":"Cancellations today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cancel-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/cancellations} flights"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-note","value":{"type":"Badge","props":{"text":"1.9% of schedule","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics/cancellations","value":4}
+{"op":"add","path":"/elements/cancel-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cancel-title","cancel-value","cancel-note"]}}
+{"op":"add","path":"/elements/turn-title","value":{"type":"Heading","props":{"text":"Average turnaround","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/turn-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/turnaround} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turn-note","value":{"type":"Badge","props":{"text":"2 min above target","variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/metrics/turnaround","value":47}
+{"op":"add","path":"/elements/turn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["turn-title","turn-value","turn-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["otp-card","load-card","cancel-card","turn-card"]}}
+{"op":"add","path":"/elements/delay-heading","value":{"type":"Heading","props":{"text":"Delayed flights requiring attention","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-alert","value":{"type":"Alert","props":{"title":{"$template":"${flight} · ${route} · ${delay} min late"},"description":{"$template":"Gate ${gate} · ${reason} · ${passengers} passengers affected"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/delays-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delays","key":"id"},"children":["delay-alert"]}}
+{"op":"add","path":"/state/delays","value":[]}
+{"op":"add","path":"/state/delays/0","value":{"id":"d1","flight":"AX 1842","route":"ORD → LGA","gate":"C18","delay":68,"reason":"Late inbound aircraft","passengers":156}}
+{"op":"add","path":"/state/delays/1","value":{"id":"d2","flight":"AX 731","route":"ORD → DEN","gate":"B7","delay":45,"reason":"Thunderstorm flow restriction","passengers":142}}
+{"op":"add","path":"/state/delays/2","value":{"id":"d3","flight":"AX 2260","route":"ORD → BOS","gate":"H12","delay":31,"reason":"Crew connection delay","passengers":119}}
+{"op":"add","path":"/elements/delays-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delay-heading","delays-list"]}}
+{"op":"add","path":"/elements/flights-heading","value":{"type":"Heading","props":{"text":"Flight board","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/flight-number-col","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/flightColumns/numbers"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns/numbers","value":["AX 1842","AX 731","AX 2260","AX 908","AX 1554","AX 402"]}
+{"op":"add","path":"/elements/flight-route-col","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flightColumns/routes"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns/routes","value":["ORD → LGA","ORD → DEN","ORD → BOS","ORD → SFO","ORD → MIA","ORD → MSP"]}
+{"op":"add","path":"/elements/flight-gate-col","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flightColumns/gates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns/gates","value":["C18","B7","H12","K9","G4","E15"]}
+{"op":"add","path":"/elements/flight-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/flightColumns/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/flightColumns/statuses","value":["Delayed 68 min","Delayed 45 min","Delayed 31 min","Boarding","On time","Gate closed"]}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["flight-number-col","flight-route-col","flight-gate-col","flight-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flights-heading","flights-table"]}}
+{"op":"add","path":"/elements/gates-heading","value":{"type":"Heading","props":{"text":"Recent gate changes","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"ListItem","props":{"title":{"$template":"${flight}: ${from} → ${to}"},"subtitle":{"$template":"${route} · Changed ${time} · ${reason}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"g1","flight":"AX 908","route":"ORD → SFO","from":"K5","to":"K9","time":"8 min ago","reason":"Equipment swap"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"g2","flight":"AX 1554","route":"ORD → MIA","from":"G8","to":"G4","time":"17 min ago","reason":"Gate conflict"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"g3","flight":"AX 402","route":"ORD → MSP","from":"E11","to":"E15","time":"29 min ago","reason":"Tow delay"}}
+{"op":"add","path":"/elements/gates-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gates-heading","gate-changes-list"]}}
+{"op":"add","path":"/elements/crews-heading","value":{"type":"Heading","props":{"text":"Crews available for reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crew-item","value":{"type":"ListItem","props":{"title":{"$template":"${crewId} · ${type}"},"subtitle":{"$template":"${members} members · Qualified: ${qualified} · Available ${available}"},"actionLabel":"Assign"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-item"]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"c1","crewId":"Crew 7A","type":"Flight deck","members":2,"qualified":"A320 family","available":"now"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"c2","crewId":"Crew 14C","type":"Cabin","members":4,"qualified":"B737 family","available":"14:45"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"c3","crewId":"Crew 22B","type":"Complete crew","members":6,"qualified":"A319/A320/A321","available":"15:10"}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crews-heading","crews-list"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"Heading","props":{"text":"Hub weather advisories","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$template":"${window} · ${description} · Operational impact: ${impact}"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/weather","key":"id"},"children":["weather-advisory"]}}
+{"op":"add","path":"/state/weather","value":[]}
+{"op":"add","path":"/state/weather/0","value":{"id":"w1","title":"Thunderstorm watch","window":"14:00–18:00 CT","description":"Cells developing west of the field","impact":"Possible ground stops and reroutes","variant":"warning"}}
+{"op":"add","path":"/state/weather/1","value":{"id":"w2","title":"Gusty southwest winds","window":"Through 16:30 CT","description":"Gusts up to 28 kt","impact":"Reduced arrival rate on west flow","variant":"info"}}
+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weather-heading","weather-list"]}}
+{"op":"add","path":"/elements/risk-heading","value":{"type":"Heading","props":{"text":"Connections at risk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/risk-summary","value":{"type":"Callout","props":{"variant":"error","title":{"$template":"${/atRiskPassengers} passengers may miss connections"},"description":"Prioritize tight connections and begin proactive reaccommodation."},"children":[]}}
+{"op":"add","path":"/state/atRiskPassengers","value":38}
+{"op":"add","path":"/elements/risk-item","value":{"type":"ListItem","props":{"title":{"$template":"${inbound} → ${outbound} · ${passengers} passengers"},"subtitle":{"$template":"${connection} · ${minutes} min remaining · Departure gate ${gate}"},"actionLabel":"Rebook"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/connections","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"r1","inbound":"AX 1842","outbound":"AX 611","passengers":14,"connection":"LGA → ORD → SEA","minutes":22,"gate":"K14"}}
+{"op":"add","path":"/state/connections/1","value":{"id":"r2","inbound":"AX 731","outbound":"AX 208","passengers":11,"connection":"DEN → ORD → DCA","minutes":28,"gate":"H6"}}
+{"op":"add","path":"/state/connections/2","value":{"id":"r3","inbound":"AX 2260","outbound":"AX 1490","passengers":8,"connection":"BOS → ORD → SLC","minutes":19,"gate":"B16"}}
+{"op":"add","path":"/state/connections/3","value":{"id":"r4","inbound":"AX 1842","outbound":"AX 990","passengers":5,"connection":"LGA → ORD → PDX","minutes":35,"gate":"K20"}}
+{"op":"add","path":"/elements/rebook-pnr-input","value":{"type":"Input","props":{"name":"pnr","placeholder":"PNR or flight number","type":"text","value":{"$bindState":"/rebook/pnr"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/rebook/pnr","value":""}
+{"op":"add","path":"/elements/rebook-pnr-control","value":{"type":"FormControl","props":{"label":"Affected booking or flight","input":"rebook-pnr-input","hint":"Enter a record locator or delayed flight number."},"children":[]}}
+{"op":"add","path":"/elements/rebook-destination-input","value":{"type":"Input","props":{"name":"destination","placeholder":"Destination airport","type":"text","value":{"$bindState":"/rebook/destination"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/rebook/destination","value":""}
+{"op":"add","path":"/elements/rebook-destination-control","value":{"type":"FormControl","props":{"label":"Destination","input":"rebook-destination-input"},"children":[]}}
+{"op":"add","path":"/elements/rebook-search-button","value":{"type":"Button","props":{"label":"Find rebooking options","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/rebookValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-search-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"affected-passenger-rebooking","buttons":"rebook-buttons","fields":["rebook-pnr-control","rebook-destination-control"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Rebook affected passengers","title":"Passenger reaccommodation","description":"Search alternate flights and protect affected customers.","content":["rebook-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-actions","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-summary","rebook-dialog"]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-heading","risk-actions","risk-list"]}}
+{"op":"add","path":"/elements/activity-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["gates-section","crews-section","weather-section"]}}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","metrics-row","delays-section","flights-section","activity-grid","risk-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..a4b3a6a4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,97 @@
+{"op":"add","path":"/root","value":"hub-ops-screen"}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Airline Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hub-option-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"Atlanta (ATL)"},"children":[]}}
+{"op":"add","path":"/elements/hub-option-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"Dallas/Fort Worth (DFW)"},"children":[]}}
+{"op":"add","path":"/elements/hub-option-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"Chicago O'Hare (ORD)"},"children":[]}}
+{"op":"add","path":"/elements/hub-option-jfk","value":{"type":"SelectItem","props":{"value":"JFK","label":"New York JFK (JFK)"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","items":["hub-option-atl","hub-option-dfw","hub-option-ord","hub-option-jfk"],"value":{"$bindState":"/selectedHub"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ATL"}
+{"op":"add","path":"/elements/hub-control","value":{"type":"FormControl","props":{"label":"View another hub","input":"hub-select","hint":"Operational snapshot updates for the selected station."},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["title","hub-control"]}}
+{"op":"add","path":"/elements/metric-otp","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-otp-label","metric-otp-value"]}}
+{"op":"add","path":"/elements/metric-otp-label","value":{"type":"TextContent","props":{"text":"On-time performance today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-otp-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/onTimePerformance"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":"87.4%","averagePassengerLoad":"82.1%","cancellations":3,"averageTurnaround":"41 min"}}
+{"op":"add","path":"/elements/metric-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-load-label","metric-load-value"]}}
+{"op":"add","path":"/elements/metric-load-label","value":{"type":"TextContent","props":{"text":"Average passenger load today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-load-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averagePassengerLoad"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancellations","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-cancel-label","metric-cancel-value"]}}
+{"op":"add","path":"/elements/metric-cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-cancel-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cancellations"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-turnaround","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-turn-label","metric-turn-value"]}}
+{"op":"add","path":"/elements/metric-turn-label","value":{"type":"TextContent","props":{"text":"Average turnaround time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-turn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageTurnaround"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-otp","metric-load","metric-cancellations","metric-turnaround"]}}
+{"op":"add","path":"/elements/weather-title","value":{"type":"Heading","props":{"text":"Hub weather advisories","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$item":"description"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/weather-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/weatherAdvisories","key":"id"},"children":["weather-advisory"]}}
+{"op":"add","path":"/state/weatherAdvisories","value":[]}
+{"op":"add","path":"/state/weatherAdvisories/0","value":{"id":"wx-1","title":"Thunderstorms west of ATL","description":"Ground stop risk 16:30–18:00 ET. Arrival spacing increased to 38 miles in trail."}}
+{"op":"add","path":"/state/weatherAdvisories/1","value":{"id":"wx-2","title":"Gusty crosswinds","description":"Winds 240° at 19 kt, gusting 29 kt. Runway configuration may change after 17:00 ET."}}
+{"op":"add","path":"/elements/weather-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["weather-title","weather-list"]}}
+{"op":"add","path":"/elements/delays-title","value":{"type":"Heading","props":{"text":"Delayed flights requiring attention","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${flight} · ${route} · Gate ${gate}"},"description":{"$template":"${delayMinutes} min delay — ${reason}. ${passengersAffected} passengers affected."}},"children":[]}}
+{"op":"add","path":"/elements/delays-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedFlights","key":"id"},"children":["delay-callout"]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"dl-1","flight":"AX 1842","route":"ATL → LGA","gate":"B18","delayMinutes":72,"reason":"late inbound aircraft","passengersAffected":146}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"dl-2","flight":"AX 907","route":"ATL → MIA","gate":"A06","delayMinutes":48,"reason":"maintenance inspection","passengersAffected":121}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"dl-3","flight":"AX 2215","route":"ATL → RDU","gate":"C31","delayMinutes":35,"reason":"weather flow control","passengersAffected":88}}
+{"op":"add","path":"/elements/delays-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delays-title","delays-list"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["flight-number","flight-route","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-number","value":{"type":"TextContent","props":{"text":{"$item":"number"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"text":{"$item":"route"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Badge","props":{"text":{"$template":"Gate ${gate}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isDisrupted"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/flights-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"flt-1","number":"AX 410","route":"ATL → BOS","gate":"T09","status":"Boarding · On time","isDisrupted":false}}
+{"op":"add","path":"/state/flights/1","value":{"id":"flt-2","number":"AX 1842","route":"ATL → LGA","gate":"B18","status":"Delayed 72 min","isDisrupted":true}}
+{"op":"add","path":"/state/flights/2","value":{"id":"flt-3","number":"AX 907","route":"ATL → MIA","gate":"A06","status":"Delayed 48 min","isDisrupted":true}}
+{"op":"add","path":"/state/flights/3","value":{"id":"flt-4","number":"AX 622","route":"ATL → DEN","gate":"D12","status":"Final call · On time","isDisrupted":false}}
+{"op":"add","path":"/state/flights/4","value":{"id":"flt-5","number":"AX 305","route":"ATL → DFW","gate":"B04","status":"Cancelled","isDisrupted":true}}
+{"op":"add","path":"/elements/flights-title","value":{"type":"Heading","props":{"text":"Active flights","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flights-title","flights-list"]}}
+{"op":"add","path":"/elements/gate-change-item","value":{"type":"ListItem","props":{"title":{"$template":"${flight}: ${oldGate} → ${newGate}"},"subtitle":{"$template":"${route} · Changed ${changedAt}"},"actionLabel":"Acknowledge"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-item"]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gc-1","flight":"AX 622","route":"ATL → DEN","oldGate":"D08","newGate":"D12","changedAt":"8 min ago"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gc-2","flight":"AX 1190","route":"ATL → BNA","oldGate":"C14","newGate":"C22","changedAt":"17 min ago"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gc-3","flight":"AX 410","route":"ATL → BOS","oldGate":"T05","newGate":"T09","changedAt":"24 min ago"}}
+{"op":"add","path":"/elements/gate-changes-title","value":{"type":"Heading","props":{"text":"Recent gate changes","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gate-changes-title","gate-changes-list"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["crew-name","crew-qualification","crew-availability"]}}
+{"op":"add","path":"/elements/crew-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/crew-qualification","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${aircraft} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-availability","value":{"type":"Badge","props":{"text":{"$template":"Available ${availableAt}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"cr-1","name":"Crew 7A","role":"Flight deck","aircraft":"A320 qualified","location":"Concourse B","availableAt":"16:20"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"cr-2","name":"Crew 12C","role":"Cabin crew","aircraft":"B737 qualified","location":"Concourse T","availableAt":"now"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"cr-3","name":"Crew 4F","role":"Full crew","aircraft":"A321 qualified","location":"Operations center","availableAt":"16:45"}}
+{"op":"add","path":"/elements/crews-title","value":{"type":"Heading","props":{"text":"Crews available for reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crews-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crews-title","crews-list"]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-details","risk-count","risk-severity"]}}
+{"op":"add","path":"/elements/risk-details","value":{"type":"TextContent","props":{"text":{"$template":"**${inbound} → ${outbound}**\n${connection} · ${minutesRemaining} min remaining"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-count","value":{"type":"Badge","props":{"text":{"$template":"${passengers} passengers"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/risk-severity","value":{"type":"Badge","props":{"text":{"$item":"risk"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["risk-row"]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"risk-1","inbound":"AX 1842","outbound":"AX 781","connection":"LGA → ATL → SJO","minutesRemaining":18,"passengers":23,"risk":"Critical"}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"risk-2","inbound":"AX 907","outbound":"AX 506","connection":"MIA → ATL → AMS","minutesRemaining":31,"passengers":14,"risk":"High"}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"risk-3","inbound":"AX 2215","outbound":"AX 332","connection":"RDU → ATL → SEA","minutesRemaining":37,"passengers":19,"risk":"High"}}
+{"op":"add","path":"/elements/risk-title","value":{"type":"Heading","props":{"text":"Connections at risk of being missed","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-title","risk-list"]}}
+{"op":"add","path":"/elements/rebook-record-input","value":{"type":"Input","props":{"name":"recordLocator","placeholder":"e.g. Q7H2LP","type":"text","value":{"$bindState":"/rebook/recordLocator"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/rebook","value":{"recordLocator":"","flightNumber":"","validation":null}}
+{"op":"add","path":"/elements/rebook-record-control","value":{"type":"FormControl","props":{"label":"Passenger record locator","input":"rebook-record-input","hint":"Enter the six-character confirmation code."},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-input","value":{"type":"Input","props":{"name":"affectedFlight","placeholder":"e.g. AX 1842","type":"text","value":{"$bindState":"/rebook/flightNumber"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/rebook-flight-control","value":{"type":"FormControl","props":{"label":"Affected flight","input":"rebook-flight-input"},"children":[]}}
+{"op":"add","path":"/elements/rebook-button","value":{"type":"Button","props":{"label":"Find rebooking options","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/rebook/validation"}}},"children":[]}}
+{"op":"add","path":"/elements/rebook-buttons","value":{"type":"Buttons","props":{"buttons":["rebook-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/rebook-form","value":{"type":"Form","props":{"name":"passenger-rebooking","buttons":"rebook-buttons","fields":["rebook-record-control","rebook-flight-control"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-title","value":{"type":"Heading","props":{"text":"Rebook affected passengers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/rebook-description","value":{"type":"TextContent","props":{"text":"Search protected inventory and alternate itineraries for disrupted customers.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["rebook-title","rebook-description","rebook-form"]}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["flights-section","gate-changes-section","crews-section","risk-section"]}}
+{"op":"add","path":"/elements/hub-identity","value":{"type":"TextContent","props":{"text":{"$template":"Live operating picture for **${/selectedHub}** · Local time 16:12 ET"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/hub-ops-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","hub-identity","metrics-row","weather-section","delays-section","operations-grid","rebook-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..deb38feb2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,151 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["welcome-header","account-section","insights-row","activity-section","money-tools","preferences-section"]}}
+{"op":"add","path":"/elements/welcome-header","value":{"type":"CardHeader","props":{"title":"Good morning, Maya","subtitle":"Here’s your financial overview for August 18, 2026."},"children":[]}}
+{"op":"add","path":"/elements/account-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["account-heading","account-list"]}}
+{"op":"add","path":"/elements/account-heading","value":{"type":"Heading","props":{"text":"Accounts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/accounts","key":"id"},"children":["account-card"]}}
+{"op":"add","path":"/elements/account-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["account-type","account-name","account-balance","account-detail"]}}
+{"op":"add","path":"/elements/account-type","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/account-balance","value":{"type":"Heading","props":{"text":{"$item":"balance"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/account-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"acct-checking","type":"CHECKING","name":"Everyday Checking ••4821","balance":"$4,286.42","detail":"Available balance"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"acct-savings","type":"SAVINGS","name":"High-Yield Savings ••9037","balance":"$18,740.00","detail":"4.25% APY"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"acct-credit","type":"CREDIT","name":"Signature Credit ••1164","balance":"$1,284.63","detail":"Current balance · $8,715.37 available"}}
+{"op":"add","path":"/elements/insights-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["spending-card","goal-card","score-card"]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-header","spending-chart","spending-legend"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending this month","subtitle":{"$template":"${/spendingTotal} spent in August"}},"children":[]}}
+{"op":"add","path":"/state/spendingTotal","value":"$2,146.80"}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spendingCategories"},"values":{"$state":"/spendingValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/spendingCategories","value":[]}
+{"op":"add","path":"/state/spendingCategories/0","value":"Housing"}
+{"op":"add","path":"/state/spendingCategories/1","value":"Food & dining"}
+{"op":"add","path":"/state/spendingCategories/2","value":"Shopping"}
+{"op":"add","path":"/state/spendingCategories/3","value":"Transport"}
+{"op":"add","path":"/state/spendingCategories/4","value":"Other"}
+{"op":"add","path":"/state/spendingValues","value":[]}
+{"op":"add","path":"/state/spendingValues/0","value":980}
+{"op":"add","path":"/state/spendingValues/1","value":468.2}
+{"op":"add","path":"/state/spendingValues/2","value":312.4}
+{"op":"add","path":"/state/spendingValues/3","value":221.75}
+{"op":"add","path":"/state/spendingValues/4","value":164.45}
+{"op":"add","path":"/elements/spending-legend","value":{"type":"TagBlock","props":{"tags":{"$state":"/spendingLegend"}},"children":[]}}
+{"op":"add","path":"/state/spendingLegend","value":[]}
+{"op":"add","path":"/state/spendingLegend/0","value":"Housing 46%"}
+{"op":"add","path":"/state/spendingLegend/1","value":"Food 22%"}
+{"op":"add","path":"/state/spendingLegend/2","value":"Shopping 15%"}
+{"op":"add","path":"/state/spendingLegend/3","value":"Transport 10%"}
+{"op":"add","path":"/state/spendingLegend/4","value":"Other 7%"}
+{"op":"add","path":"/elements/goal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["goal-header","goal-progress","goal-copy"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"CardHeader","props":{"title":"Vacation fund","subtitle":"Portugal · June 2027"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacationGoal/progress"},"label":{"$template":"${/vacationGoal/saved} of ${/vacationGoal/target}"}},"children":[]}}
+{"op":"add","path":"/elements/goal-copy","value":{"type":"Callout","props":{"variant":"success","title":"62% funded","description":{"$template":"Save ${/vacationGoal/monthlyNeeded}/month to stay on track."}},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"progress":62,"saved":"$3,720","target":"$6,000","monthlyNeeded":"$285"}}
+{"op":"add","path":"/elements/score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["score-header","score-value","score-status","score-note"]}}
+{"op":"add","path":"/elements/score-header","value":{"type":"CardHeader","props":{"title":"Credit score","subtitle":"Updated August 15"},"children":[]}}
+{"op":"add","path":"/elements/score-value","value":{"type":"Heading","props":{"text":{"$state":"/creditScore/value"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/score-status","value":{"type":"Badge","props":{"text":{"$state":"/creditScore/rating"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/score-note","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/change"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"value":"782","rating":"Excellent","change":"Up 9 points since last month"}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["transactions-card","bills-card"]}}
+{"op":"add","path":"/elements/transactions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transaction-list"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Recent transactions","subtitle":"Latest activity across your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transaction-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["transaction-info","transaction-actions"]}}
+{"op":"add","path":"/elements/transaction-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-merchant","transaction-meta"]}}
+{"op":"add","path":"/elements/transaction-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${category} · ${account}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["transaction-amount","dispute-button"]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","type":"destructive","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/transactionId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"txn-1048","merchant":"Greenleaf Market","amount":"−$86.24","date":"Aug 18","category":"Groceries","account":"Checking ••4821"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"txn-1047","merchant":"Northstar Payroll","amount":"+$3,420.00","date":"Aug 17","category":"Income","account":"Checking ••4821"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"txn-1046","merchant":"Metro Transit","amount":"−$42.00","date":"Aug 16","category":"Transport","account":"Credit ••1164"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"txn-1045","merchant":"Harbor Coffee Co.","amount":"−$7.85","date":"Aug 16","category":"Dining","account":"Credit ••1164"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"txn-1044","merchant":"StreamWave","amount":"−$15.99","date":"Aug 15","category":"Entertainment","account":"Credit ••1164"}}
+{"op":"add","path":"/state/dispute","value":{"transactionId":""}}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-header","bill-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills due soon","subtitle":"$374.49 due in the next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/bill-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate} · ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-1","name":"City Electric","dueDate":"Aug 21","amount":"$124.80","status":"Autopay on"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-2","name":"Mobile Connect","dueDate":"Aug 24","amount":"$89.69","status":"Scheduled"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-3","name":"Evergreen Insurance","dueDate":"Aug 30","amount":"$160.00","status":"Manual payment"}}
+{"op":"add","path":"/elements/money-tools","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["transfer-card","credit-control-card"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-header","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move money","subtitle":"Transfer instantly between your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"internal-transfer","fields":["transfer-from-control","transfer-to-control","transfer-amount-control"],"buttons":"transfer-buttons"},"children":["transfer-from-control","transfer-to-control","transfer-amount-control","transfer-buttons"]}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"From","input":"transfer-from-select"},"children":["transfer-from-select"]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transferFrom","items":["transfer-from-checking","transfer-from-savings"],"placeholder":"Choose an account","value":{"$bindState":"/transfer/from"}},"children":["transfer-from-checking","transfer-from-savings"]}}
+{"op":"add","path":"/elements/transfer-from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821 — $4,286.42"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••9037 — $18,740.00"},"children":[]}}
+{"op":"add","path":"/state/transfer/from","value":"checking"}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to-select"},"children":["transfer-to-select"]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","items":["transfer-to-checking","transfer-to-savings","transfer-to-credit"],"placeholder":"Choose an account","value":{"$bindState":"/transfer/to"}},"children":["transfer-to-checking","transfer-to-savings","transfer-to-credit"]}}
+{"op":"add","path":"/elements/transfer-to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••9037"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Signature Credit ••1164"},"children":[]}}
+{"op":"add","path":"/state/transfer/to","value":"savings"}
+{"op":"add","path":"/elements/transfer-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input","hint":"Transfers between your accounts have no fee."},"children":["transfer-amount-input"]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"transferAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"},"rules":[{"required":true},{"min":0.01}]},"children":[]}}
+{"op":"add","path":"/state/transfer/amount","value":""}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":["transfer-submit"]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/state/transferValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/credit-control-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["credit-control-header","credit-status","freeze-toggle","freeze-warning"]}}
+{"op":"add","path":"/elements/credit-control-header","value":{"type":"CardHeader","props":{"title":"Credit line controls","subtitle":"Signature Credit ••1164"},"children":[]}}
+{"op":"add","path":"/elements/credit-status","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/creditFrozen","eq":true},"$then":"Credit line frozen","$else":"Credit line active"},"variant":{"$cond":{"$state":"/creditFrozen","eq":true},"$then":"destructive","$else":"default"}},"children":[]}}
+{"op":"add","path":"/elements/freeze-toggle","value":{"type":"SwitchGroup","props":{"name":"credit-freeze","items":["freeze-switch"],"variant":"sunk","value":{"$bindState":"/creditFreezeSelection"}},"children":["freeze-switch"]}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchItem","props":{"name":"freezeCredit","label":"Freeze credit line","description":"Block new purchases and cash advances. Recurring charges may continue.","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/creditFrozen","value":{"$state":"/creditFreezeSelection"}}}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/state/creditFreezeSelection","value":[]}
+{"op":"add","path":"/elements/freeze-warning","value":{"type":"Alert","props":{"title":"Your credit line is frozen","description":"New purchases are blocked. Unfreeze it here whenever you’re ready.","variant":"warning"},"visible":{"$state":"/creditFrozen"},"children":[]}}
+{"op":"add","path":"/elements/preferences-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["statements-card","alerts-card","dispute-card"]}}
+{"op":"add","path":"/elements/statements-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["statements-header","statement-control","statement-summary"]}}
+{"op":"add","path":"/elements/statements-header","value":{"type":"CardHeader","props":{"title":"Statements","subtitle":"Choose a period to view or download"},"children":[]}}
+{"op":"add","path":"/elements/statement-control","value":{"type":"FormControl","props":{"label":"Statement period","input":"statement-select"},"children":["statement-select"]}}
+{"op":"add","path":"/elements/statement-select","value":{"type":"Select","props":{"name":"statementPeriod","items":["statement-august","statement-july","statement-june","statement-q2"],"value":{"$bindState":"/statementPeriod"},"size":"medium"},"children":["statement-august","statement-july","statement-june","statement-q2"]}}
+{"op":"add","path":"/elements/statement-august","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026 (current)"},"children":[]}}
+{"op":"add","path":"/elements/statement-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-q2","value":{"type":"SelectItem","props":{"value":"2026-q2","label":"Q2 2026 summary"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2026-08"}
+{"op":"add","path":"/elements/statement-summary","value":{"type":"TextContent","props":{"text":{"$template":"Selected period: ${/statementPeriod}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alert-switches"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Alert triggers","subtitle":"Choose which account events notify you"},"children":[]}}
+{"op":"add","path":"/elements/alert-switches","value":{"type":"SwitchGroup","props":{"name":"alert-triggers","items":["alert-large-purchase","alert-low-balance","alert-deposit","alert-bill-due","alert-login"],"variant":"sunk","value":{"$bindState":"/alertTriggers"}},"children":["alert-large-purchase","alert-low-balance","alert-deposit","alert-bill-due","alert-login"]}}
+{"op":"add","path":"/elements/alert-large-purchase","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchase","description":"Notify me for purchases over $200","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low balance","description":"Notify me when checking falls below $500","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-deposit","value":{"type":"SwitchItem","props":{"name":"depositReceived","label":"Deposit received","description":"Notify me when a deposit posts","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"name":"billDue","label":"Bill due soon","description":"Remind me three days before a bill is due","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-login","value":{"type":"SwitchItem","props":{"name":"newLogin","label":"New device login","description":"Notify me when a new device accesses my account","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/state/alertTriggers","value":["largePurchase","lowBalance","depositReceived","billDue","newLogin"]}
+{"op":"add","path":"/elements/dispute-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["dispute-header","dispute-instructions","dispute-dialog"]}}
+{"op":"add","path":"/elements/dispute-header","value":{"type":"CardHeader","props":{"title":"Transaction disputes","subtitle":"Report a charge you don’t recognize or a purchase issue"},"children":[]}}
+{"op":"add","path":"/elements/dispute-instructions","value":{"type":"TextContent","props":{"text":"Select **Dispute** beside any recent transaction, or start a claim here. Keep receipts and merchant correspondence available."},"children":[]}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Start a dispute","title":"Dispute a transaction","description":"Choose the transaction and explain what happened. A specialist will review your claim.","content":["dispute-transaction-control","dispute-reason-control","dispute-details-control","dispute-submit"],"triggerVariant":"destructive"},"children":["dispute-transaction-control","dispute-reason-control","dispute-details-control","dispute-submit"]}}
+{"op":"add","path":"/elements/dispute-transaction-control","value":{"type":"FormControl","props":{"label":"Transaction","input":"dispute-transaction-select"},"children":["dispute-transaction-select"]}}
+{"op":"add","path":"/elements/dispute-transaction-select","value":{"type":"Select","props":{"name":"disputeTransaction","items":["dispute-txn-1048","dispute-txn-1046","dispute-txn-1045","dispute-txn-1044"],"placeholder":"Select a transaction","value":{"$bindState":"/dispute/transactionId"}},"children":["dispute-txn-1048","dispute-txn-1046","dispute-txn-1045","dispute-txn-1044"]}}
+{"op":"add","path":"/elements/dispute-txn-1048","value":{"type":"SelectItem","props":{"value":"txn-1048","label":"Greenleaf Market · Aug 18 · $86.24"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-1046","value":{"type":"SelectItem","props":{"value":"txn-1046","label":"Metro Transit · Aug 16 · $42.00"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-1045","value":{"type":"SelectItem","props":{"value":"txn-1045","label":"Harbor Coffee Co. · Aug 16 · $7.85"},"children":[]}}
+{"op":"add","path":"/elements/dispute-txn-1044","value":{"type":"SelectItem","props":{"value":"txn-1044","label":"StreamWave · Aug 15 · $15.99"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-control","value":{"type":"FormControl","props":{"label":"Reason","input":"dispute-reason-select"},"children":["dispute-reason-select"]}}
+{"op":"add","path":"/elements/dispute-reason-select","value":{"type":"Select","props":{"name":"disputeReason","items":["reason-unrecognized","reason-duplicate","reason-amount","reason-service"],"placeholder":"Choose a reason","value":{"$bindState":"/dispute/reason"}},"children":["reason-unrecognized","reason-duplicate","reason-amount","reason-service"]}}
+{"op":"add","path":"/elements/reason-unrecognized","value":{"type":"SelectItem","props":{"value":"unrecognized","label":"I don’t recognize this transaction"},"children":[]}}
+{"op":"add","path":"/elements/reason-duplicate","value":{"type":"SelectItem","props":{"value":"duplicate","label":"I was charged more than once"},"children":[]}}
+{"op":"add","path":"/elements/reason-amount","value":{"type":"SelectItem","props":{"value":"wrong-amount","label":"The amount is incorrect"},"children":[]}}
+{"op":"add","path":"/elements/reason-service","value":{"type":"SelectItem","props":{"value":"service-issue","label":"Product or service issue"},"children":[]}}
+{"op":"add","path":"/state/dispute/reason","value":""}
+{"op":"add","path":"/elements/dispute-details-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"dispute-details"},"children":["dispute-details"]}}
+{"op":"add","path":"/elements/dispute-details","value":{"type":"TextArea","props":{"name":"disputeDetails","placeholder":"Share dates, merchant contact attempts, and any other useful details.","rows":4,"value":{"$bindState":"/dispute/details"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/dispute/details","value":""}
+{"op":"add","path":"/elements/dispute-submit","value":{"type":"Button","props":{"label":"Submit dispute for review","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/disputeValidation"}}},"children":[]}}
+{"op":"add","path":"/state/disputeValidation","value":{"valid":false,"errors":{}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..0db131c1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,122 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Your financial overview for August 18, 2026","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/balances-title","value":{"type":"Heading","props":{"text":"Account balances","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"checking","name":"Everyday Checking ••4821","balance":"$4,286.42","detail":"Available balance"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"savings","name":"High-Yield Savings ••1937","balance":"$18,740.00","detail":"4.10% APY"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"credit","name":"Cash Rewards Credit ••6504","balance":"$1,284.36 owed","detail":"$8,715.64 available"}}
+{"op":"add","path":"/elements/account-balance","value":{"type":"Heading","props":{"text":{"$item":"balance"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/account-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/account-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["account-name","account-balance","account-detail"]}}
+{"op":"add","path":"/elements/accounts-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/accounts","key":"id"},"children":["account-card"]}}
+{"op":"add","path":"/elements/balances-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["balances-title","accounts-list"]}}
+{"op":"add","path":"/elements/move-title","value":{"type":"Heading","props":{"text":"Move money","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••1937"},"children":[]}}
+{"op":"add","path":"/elements/from-account","value":{"type":"Select","props":{"name":"fromAccount","items":["from-checking","from-savings"],"placeholder":"Choose source account","value":{"$bindState":"/transfer/from"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/transfer/from","value":"checking"}
+{"op":"add","path":"/elements/from-control","value":{"type":"FormControl","props":{"label":"From","input":"from-account"},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••1937"},"children":[]}}
+{"op":"add","path":"/elements/to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Cash Rewards Credit ••6504"},"children":[]}}
+{"op":"add","path":"/elements/to-account","value":{"type":"Select","props":{"name":"toAccount","items":["to-checking","to-savings","to-credit"],"placeholder":"Choose destination account","value":{"$bindState":"/transfer/to"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/transfer/to","value":"savings"}
+{"op":"add","path":"/elements/to-control","value":{"type":"FormControl","props":{"label":"To","input":"to-account"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"Input","props":{"name":"transferAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/transfer/amount"},"rules":[{"required":true,"message":"Enter an amount"}]},"children":[]}}
+{"op":"add","path":"/state/transfer/amount","value":""}
+{"op":"add","path":"/elements/amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount","hint":"Transfers between your accounts are immediate."},"children":[]}}
+{"op":"add","path":"/elements/transfer-button","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"moveMoney","fields":["from-control","to-control","amount-control"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/move-money","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["move-title","transfer-form"]}}
+{"op":"add","path":"/elements/security-title","value":{"type":"Heading","props":{"text":"Credit line controls","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/freeze-switch","value":{"type":"SwitchItem","props":{"name":"creditFrozen","label":"Freeze credit line","description":"Block new purchases and cash advances while keeping recurring payments active.","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/freeze-group","value":{"type":"SwitchGroup","props":{"name":"creditControls","items":["freeze-switch"],"variant":"sunk","value":{"$bindState":"/creditControls"}},"children":[]}}
+{"op":"add","path":"/state/creditControls","value":[]}
+{"op":"add","path":"/elements/security-note","value":{"type":"Alert","props":{"title":"Your card is currently active","description":"Freezing does not affect your credit score or existing balance.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/security-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["security-title","freeze-group","security-note"]}}
+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["move-money","security-card"]}}
+{"op":"add","path":"/elements/transactions-title","value":{"type":"Heading","props":{"text":"Recent transactions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transaction-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"tx-1001","merchant":"Whole Foods Market","amount":"−$86.24","date":"Aug 17 · Checking"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"tx-1002","merchant":"Northstar Payroll","amount":"+$2,940.00","date":"Aug 16 · Checking"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"tx-1003","merchant":"Metro Transit","amount":"−$24.00","date":"Aug 15 · Credit"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"tx-1004","merchant":"StreamWave","amount":"−$15.99","date":"Aug 14 · Credit"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"tx-1005","merchant":"Harbor Coffee Co.","amount":"−$8.75","date":"Aug 13 · Credit"}}
+{"op":"add","path":"/elements/transaction-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-merchant","transaction-date"]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/dispute/transactionId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["transaction-info","transaction-amount","dispute-button"]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/dispute-message","value":{"type":"Callout","props":{"variant":"warning","title":"Transaction selected for review","description":"Open the dispute center to report an incorrect, duplicated, or unrecognized charge."},"visible":{"$state":"/dispute/transactionId"},"children":[]}}
+{"op":"add","path":"/state/dispute/transactionId","value":""}
+{"op":"add","path":"/elements/dispute-reason-wrong","value":{"type":"SelectItem","props":{"value":"incorrect","label":"Amount or merchant is incorrect"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-duplicate","value":{"type":"SelectItem","props":{"value":"duplicate","label":"Charged more than once"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason-unrecognized","value":{"type":"SelectItem","props":{"value":"unrecognized","label":"I do not recognize this transaction"},"children":[]}}
+{"op":"add","path":"/elements/dispute-reason","value":{"type":"Select","props":{"name":"disputeReason","items":["dispute-reason-wrong","dispute-reason-duplicate","dispute-reason-unrecognized"],"placeholder":"Select a reason","value":{"$bindState":"/dispute/reason"}},"children":[]}}
+{"op":"add","path":"/state/dispute/reason","value":""}
+{"op":"add","path":"/elements/dispute-reason-control","value":{"type":"FormControl","props":{"label":"Reason for dispute","input":"dispute-reason"},"children":[]}}
+{"op":"add","path":"/elements/dispute-details","value":{"type":"TextArea","props":{"name":"disputeDetails","placeholder":"Tell us what happened","rows":4,"value":{"$bindState":"/dispute/details"}},"children":[]}}
+{"op":"add","path":"/state/dispute/details","value":""}
+{"op":"add","path":"/elements/dispute-details-control","value":{"type":"FormControl","props":{"label":"Additional details","input":"dispute-details"},"children":[]}}
+{"op":"add","path":"/elements/dispute-submit","value":{"type":"Button","props":{"label":"Start dispute","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/disputeValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/dispute-buttons","value":{"type":"Buttons","props":{"buttons":["dispute-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dispute-form","value":{"type":"Form","props":{"name":"transactionDispute","fields":["dispute-reason-control","dispute-details-control"],"buttons":"dispute-buttons"},"children":[]}}
+{"op":"add","path":"/elements/dispute-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open dispute center","title":"Dispute a transaction","description":"Select a recent transaction first, then provide the reason for your dispute.","content":["dispute-form"],"triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-title","transactions-list","dispute-message","dispute-dialog"]}}
+{"op":"add","path":"/elements/spending-title","value":{"type":"Heading","props":{"text":"Spending this month","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/spending/categories","value":["Housing","Groceries","Dining","Transport","Shopping","Subscriptions"]}
+{"op":"add","path":"/state/spending/values","value":[1450,486,312,228,374,96]}
+{"op":"add","path":"/elements/spending-total","value":{"type":"TextCallout","props":{"variant":"neutral","title":"$2,946 spent","description":"Dining is 12% lower than last month."},"children":[]}}
+{"op":"add","path":"/elements/spending-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-title","spending-chart","spending-total"]}}
+{"op":"add","path":"/elements/bills-title","value":{"type":"Heading","props":{"text":"Bills due soon","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-1","name":"City Electric","amount":"$142.18","due":"Due Aug 21 · Autopay on"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-2","name":"Home Internet","amount":"$79.99","due":"Due Aug 24 · Autopay on"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-3","name":"Auto Insurance","amount":"$168.40","due":"Due Aug 29 · Manual payment"}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$item":"due"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bills-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-title","bills-list"]}}
+{"op":"add","path":"/elements/activity-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["spending-section","bills-section"]}}
+{"op":"add","path":"/elements/vacation-title","value":{"type":"Heading","props":{"text":"Vacation savings goal","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/vacation-summary","value":{"type":"TextContent","props":{"text":{"$template":"${/vacation/saved} saved of ${/vacation/goal} · ${/vacation/remaining} to go"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/vacation/saved","value":"$4,650"}
+{"op":"add","path":"/state/vacation/goal","value":"$7,500"}
+{"op":"add","path":"/state/vacation/remaining","value":"$2,850"}
+{"op":"add","path":"/elements/vacation-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacation/progress"},"label":"62% funded"},"children":[]}}
+{"op":"add","path":"/state/vacation/progress","value":62}
+{"op":"add","path":"/elements/vacation-note","value":{"type":"TextContent","props":{"text":"At your current pace, you’ll reach your goal by March 2027.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vacation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vacation-title","vacation-summary","vacation-progress","vacation-note"]}}
+{"op":"add","path":"/elements/score-title","value":{"type":"Heading","props":{"text":"Credit score","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/score-value","value":{"type":"Heading","props":{"text":{"$state":"/creditScore/value"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/creditScore/value","value":"782"}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Badge","props":{"text":"Excellent","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/score-change","value":{"type":"TextContent","props":{"text":"Up 6 points since July · Updated Aug 12","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["score-title","score-value","score-badge","score-change"]}}
+{"op":"add","path":"/elements/goals-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["vacation-card","score-card"]}}
+{"op":"add","path":"/elements/settings-title","value":{"type":"Heading","props":{"text":"Statements & alerts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/period-august","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/period-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/period-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/period-may","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-period","value":{"type":"Select","props":{"name":"statementPeriod","items":["period-august","period-july","period-june","period-may"],"placeholder":"Choose statement period","value":{"$bindState":"/statementPeriod"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2026-08"}
+{"op":"add","path":"/elements/statement-control","value":{"type":"FormControl","props":{"label":"Statement period","input":"statement-period","hint":"Choose a month to view or download its statement."},"children":[]}}
+{"op":"add","path":"/elements/alert-large","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchases","description":"Alert me for purchases over $250.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low checking balance","description":"Alert me when checking falls below $500.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-online","value":{"type":"SwitchItem","props":{"name":"onlinePurchase","label":"Online purchases","description":"Alert me whenever the credit line is used online.","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/alert-deposit","value":{"type":"SwitchItem","props":{"name":"directDeposit","label":"Direct deposits","description":"Alert me when payroll or another deposit arrives.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-settings","value":{"type":"SwitchGroup","props":{"name":"alertTriggers","items":["alert-large","alert-low","alert-online","alert-deposit"],"variant":"sunk","value":{"$bindState":"/alertTriggers"}},"children":[]}}
+{"op":"add","path":"/state/alertTriggers","value":["largePurchase","lowBalance","directDeposit"]}
+{"op":"add","path":"/elements/settings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["settings-title","statement-control","alert-settings"]}}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","balances-section","action-row","transactions-section","activity-row","goals-row","settings-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..96327caf0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,112 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["welcome-header","balance-section","activity-section","insights-row","services-tabs"]}}
+{"op":"add","path":"/elements/welcome-header","value":{"type":"CardHeader","props":{"title":"Good morning, Jordan","subtitle":"Here’s your financial snapshot for August 18, 2026."},"children":[]}}
+{"op":"add","path":"/elements/balance-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["balance-heading","balance-list"]}}
+{"op":"add","path":"/elements/balance-heading","value":{"type":"Heading","props":{"text":"Accounts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/balance-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/accounts","key":"id"},"children":["balance-card"]}}
+{"op":"add","path":"/elements/balance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["balance-type","balance-name","balance-value","balance-detail"]}}
+{"op":"add","path":"/elements/balance-type","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/balance-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/balance-value","value":{"type":"Heading","props":{"text":{"$item":"balance"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/balance-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"checking","type":"CHECKING","name":"Everyday Checking ••4821","balance":"$4,286.40","detail":"Available balance"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"savings","type":"SAVINGS","name":"High-Yield Savings ••9036","balance":"$18,750.00","detail":"4.25% APY"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"credit","type":"CREDIT","name":"Platinum Credit ••1174","balance":"$1,342.18","detail":"Current balance · $8,657.82 available"}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["activity-heading","transaction-list"]}}
+{"op":"add","path":"/elements/activity-heading","value":{"type":"Heading","props":{"text":"Recent transactions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transaction-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["transaction-info","transaction-actions"]}}
+{"op":"add","path":"/elements/transaction-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-merchant","transaction-meta"]}}
+{"op":"add","path":"/elements/transaction-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${account}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["transaction-amount","dispute-button"]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/disputeTransactionId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"txn-1001","merchant":"Greenway Market","amount":"−$84.27","date":"Aug 17","account":"Checking ••4821"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"txn-1002","merchant":"Northstar Payroll","amount":"+$2,840.00","date":"Aug 15","account":"Checking ••4821"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"txn-1003","merchant":"Metro Energy","amount":"−$126.44","date":"Aug 14","account":"Checking ••4821"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"txn-1004","merchant":"Harbor Coffee Co.","amount":"−$6.85","date":"Aug 13","account":"Credit ••1174"}}
+{"op":"add","path":"/state/transactions/4","value":{"id":"txn-1005","merchant":"StreamWave","amount":"−$18.99","date":"Aug 12","account":"Credit ••1174"}}
+{"op":"add","path":"/state/disputeTransactionId","value":""}
+{"op":"add","path":"/elements/insights-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["spending-card","bills-card","vacation-card","credit-score-card"]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-header","spending-chart","spending-total"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending this month","subtitle":"August category split"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/spending-total","value":{"type":"TextContent","props":{"text":{"$template":"Total spent: **${/spending/total}**"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/spending","value":{"categories":["Housing","Groceries","Dining","Transport","Shopping","Subscriptions"],"values":[1450,412,286,198,347,74],"total":"$2,767"}}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills due soon","subtitle":"Next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-name","bill-date"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-date","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate} · ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-1","name":"Metro Energy","dueDate":"Aug 22","amount":"$126.44","status":"Autopay"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-2","name":"City Water","dueDate":"Aug 25","amount":"$48.20","status":"Scheduled"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-3","name":"Home Internet","dueDate":"Aug 29","amount":"$79.99","status":"Autopay"}}
+{"op":"add","path":"/elements/vacation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["vacation-header","vacation-progress","vacation-detail"]}}
+{"op":"add","path":"/elements/vacation-header","value":{"type":"CardHeader","props":{"title":"Vacation goal","subtitle":"Portugal · June 2027"},"children":[]}}
+{"op":"add","path":"/elements/vacation-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacation/progress"},"label":{"$state":"/vacation/progressLabel"}},"children":[]}}
+{"op":"add","path":"/elements/vacation-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/vacation/saved}** saved of ${/vacation/target} · ${/vacation/remaining} to go"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/vacation","value":{"progress":68,"progressLabel":"68% funded","saved":"$4,080","target":"$6,000","remaining":"$1,920"}}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["credit-score-header","credit-score-value","credit-score-status","credit-score-update"]}}
+{"op":"add","path":"/elements/credit-score-header","value":{"type":"CardHeader","props":{"title":"Credit score","subtitle":"VantageScore 3.0"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-value","value":{"type":"Heading","props":{"text":{"$state":"/creditScore/value"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-status","value":{"type":"Badge","props":{"text":{"$state":"/creditScore/rating"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-update","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/update"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"value":"782","rating":"Excellent","update":"Up 6 points · Updated Aug 12"}}
+{"op":"add","path":"/elements/services-tabs","value":{"type":"Tabs","props":{"items":["transfer-tab","card-tab","statements-tab","alerts-tab"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-tab","value":{"type":"TabItem","props":{"value":"transfer","trigger":"Move money","content":["transfer-panel"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["transfer-heading","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-heading","value":{"type":"CardHeader","props":{"title":"Transfer between accounts","subtitle":"Transfers between your accounts are typically immediate."},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"account-transfer","fields":["transfer-from-control","transfer-to-control","transfer-amount-control"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"From","input":"transfer-from-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transfer-from","items":["from-checking","from-savings"],"placeholder":"Select source account","value":{"$bindState":"/transfer/from"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821 — $4,286.40"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••9036 — $18,750.00"},"children":[]}}
+{"op":"add","path":"/state/transfer/from","value":"checking"}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transfer-to","items":["to-checking","to-savings","to-credit"],"placeholder":"Select destination account","value":{"$bindState":"/transfer/to"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking ••4821"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings ••9036"},"children":[]}}
+{"op":"add","path":"/elements/to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Platinum Credit ••1174"},"children":[]}}
+{"op":"add","path":"/state/transfer/to","value":"savings"}
+{"op":"add","path":"/elements/transfer-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input","hint":"Enter an amount in USD."},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"transfer-amount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/transfer/amount","value":""}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["review-transfer-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/review-transfer-button","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/card-tab","value":{"type":"TabItem","props":{"value":"card-controls","trigger":"Credit controls","content":["credit-controls-panel"]},"children":[]}}
+{"op":"add","path":"/elements/credit-controls-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["credit-controls-heading","freeze-alert","freeze-switch-group"]}}
+{"op":"add","path":"/elements/credit-controls-heading","value":{"type":"CardHeader","props":{"title":"Credit line controls","subtitle":"Temporarily prevent new purchases on Platinum Credit ••1174."},"children":[]}}
+{"op":"add","path":"/elements/freeze-alert","value":{"type":"Alert","props":{"title":{"$cond":{"$state":"/creditLineFrozen"},"$then":"Credit line frozen","$else":"Credit line active"},"description":{"$cond":{"$state":"/creditLineFrozen"},"$then":"New purchases are blocked. Recurring transactions may still be processed.","$else":"Your credit line is available for new purchases."},"variant":{"$cond":{"$state":"/creditLineFrozen"},"$then":"warning","$else":"success"}},"children":[]}}
+{"op":"add","path":"/elements/freeze-switch-group","value":{"type":"SwitchGroup","props":{"name":"credit-line-controls","items":["freeze-credit-switch"],"variant":"sunk","value":{"$bindState":"/creditControlSelection"}},"children":[]}}
+{"op":"add","path":"/elements/freeze-credit-switch","value":{"type":"SwitchItem","props":{"label":"Freeze credit line","description":"Block new card purchases until you turn this off.","name":"freeze-credit","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/creditLineFrozen","value":{"$state":"/creditControlSelection"}}}},"children":[]}}
+{"op":"add","path":"/state/creditLineFrozen","value":false}
+{"op":"add","path":"/state/creditControlSelection","value":[]}
+{"op":"add","path":"/elements/statements-tab","value":{"type":"TabItem","props":{"value":"statements","trigger":"Statements","content":["statements-panel"]},"children":[]}}
+{"op":"add","path":"/elements/statements-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["statements-heading","statement-period-control","statement-selection"]}}
+{"op":"add","path":"/elements/statements-heading","value":{"type":"CardHeader","props":{"title":"Statements","subtitle":"Choose a period to view or download."},"children":[]}}
+{"op":"add","path":"/elements/statement-period-control","value":{"type":"FormControl","props":{"label":"Statement period","input":"statement-period-select"},"children":[]}}
+{"op":"add","path":"/elements/statement-period-select","value":{"type":"Select","props":{"name":"statement-period","items":["statement-july","statement-june","statement-may","statement-q2"],"placeholder":"Choose a statement period","value":{"$bindState":"/statementPeriod"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/statement-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 1–31, 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 1–30, 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-may","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 1–31, 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-q2","value":{"type":"SelectItem","props":{"value":"2026-Q2","label":"Quarterly summary · Apr–Jun 2026"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2026-07"}
+{"op":"add","path":"/elements/statement-selection","value":{"type":"TextContent","props":{"text":{"$template":"Selected period: **${/statementPeriod}**"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-tab","value":{"type":"TabItem","props":{"value":"alerts","trigger":"Alert settings","content":["alerts-panel"]},"children":[]}}
+{"op":"add","path":"/elements/alerts-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["alerts-heading","alerts-description","alert-switches"]}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"CardHeader","props":{"title":"Alert triggers","subtitle":"Choose which account events should notify you."},"children":[]}}
+{"op":"add","path":"/elements/alerts-description","value":{"type":"TextContent","props":{"text":"Notifications are sent through your preferred email and push channels.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alert-switches","value":{"type":"SwitchGroup","props":{"name":"alert-triggers","items":["alert-large-purchase","alert-low-balance","alert-deposit","alert-bill-due","alert-card-use"],"variant":"sunk","value":{"$bindState":"/alertTriggers"}},"children":[]}}
+{"op":"add","path":"/elements/alert-large-purchase","value":{"type":"SwitchItem","props":{"label":"Large purchase","description":"Alert me for purchases over $250.","name":"large-purchase","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"label":"Low checking balance","description":"Alert me when checking falls below $500.","name":"low-balance","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-deposit","value":{"type":"SwitchItem","props":{"label":"Deposit received","description":"Alert me when a direct deposit posts.","name":"deposit-received","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"label":"Bill due soon","description":"Alert me three days before a scheduled bill.","name":"bill-due","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-card-use","value":{"type":"SwitchItem","props":{"label":"Every credit card purchase","description":"Alert me whenever the credit line is used.","name":"card-use","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/state/alertTriggers","value":["large-purchase","low-balance","deposit-received","bill-due"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..ce572a9d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["home-header","account-section","overview-grid","transactions-section","money-tools","settings-section"]}}
+{"op":"add","path":"/elements/home-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["welcome-copy","profile-avatar"]}}
+{"op":"add","path":"/elements/welcome-copy","value":{"type":"CardHeader","props":{"title":"Good morning, Maya","subtitle":"Here’s your financial snapshot for August 18, 2026."},"children":[]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"fallback":"MP","alt":"Maya Patel"},"children":[]}}
+{"op":"add","path":"/elements/account-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["account-heading","account-grid"]}}
+{"op":"add","path":"/elements/account-heading","value":{"type":"Heading","props":{"text":"Accounts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/accounts","key":"id"},"children":["account-card"]}}
+{"op":"add","path":"/elements/account-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["account-type","account-name","account-balance","account-detail"]}}
+{"op":"add","path":"/elements/account-type","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":{"$cond":{"$state":"/creditFrozen"},"$then":"outline","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/account-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/account-balance","value":{"type":"Heading","props":{"text":{"$item":"balance"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/account-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"checking","type":"Checking","name":"Everyday Checking ••4821","balance":"$4,286.42","detail":"Available balance"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"savings","type":"Savings","name":"High-Yield Savings ••1907","balance":"$18,740.00","detail":"4.25% APY"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"credit","type":"Credit","name":"Signature Credit ••7724","balance":"$1,284.63","detail":"$8,715.37 available"}}
+{"op":"add","path":"/elements/overview-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["spending-card","bills-card","vacation-card","credit-score-card"]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-header","spending-chart","spending-total"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"Spending this month","subtitle":"August category split"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/values"},"variant":"donut","appearance":"circular"},"children":[]}}
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+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move money","subtitle":"Transfer securely between your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transfer-money","fields":["transfer-from-control","transfer-to-control","transfer-amount-control"],"buttons":"transfer-buttons"},"children":[]}}
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+{"op":"add","path":"/elements/to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Signature Credit ••7724"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount","hint":"Transfers between your accounts are immediate."},"children":[]}}
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+{"op":"add","path":"/state/alertPreferences","value":["large-transaction","low-balance","bill-due","credit-score"]}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..9adbf928b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,113 @@
+{"op":"add","path":"/root","value":"studio"}
+{"op":"add","path":"/elements/studio","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["studio-header","platform-filter","overview-grid","performance-section","audience-schedule-row","inbox-section","schedule-form"]}}
+{"op":"add","path":"/elements/studio-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["studio-title","month-badge"]}}
+{"op":"add","path":"/elements/studio-title","value":{"type":"CardHeader","props":{"title":"Creator Studio","subtitle":"Your cross-platform performance, publishing, community, and earnings hub"},"children":[]}}
+{"op":"add","path":"/elements/month-badge","value":{"type":"Badge","props":{"text":{"$state":"/reportingPeriod"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"August 2026"}
+{"op":"add","path":"/elements/platform-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["platform-filter-copy","platform-filter-control"]}}
+{"op":"add","path":"/elements/platform-filter-copy","value":{"type":"TextContent","props":{"text":"**Platform view** — narrow every metric and workflow to one channel.","size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/platform-all","value":{"type":"SelectItem","props":{"value":"all","label":"All platforms"},"children":[]}}
+{"op":"add","path":"/elements/platform-instagram","value":{"type":"SelectItem","props":{"value":"instagram","label":"Instagram"},"children":[]}}
+{"op":"add","path":"/elements/platform-youtube","value":{"type":"SelectItem","props":{"value":"youtube","label":"YouTube"},"children":[]}}
+{"op":"add","path":"/elements/platform-tiktok","value":{"type":"SelectItem","props":{"value":"tiktok","label":"TikTok"},"children":[]}}
+{"op":"add","path":"/elements/platform-x","value":{"type":"SelectItem","props":{"value":"x","label":"X"},"children":[]}}
+{"op":"add","path":"/state/selectedPlatform","value":"all"}
+{"op":"add","path":"/elements/overview-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["followers-card","engagement-card","earnings-card","best-hour-card"]}}
+{"op":"add","path":"/elements/followers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["followers-label","followers-value","followers-growth","followers-progress"]}}
+{"op":"add","path":"/elements/followers-label","value":{"type":"TextContent","props":{"text":"Total followers","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/followersTotal"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/followers-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/followerGrowthPercent"},"label":"Monthly growth"},"children":[]}}
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+{"op":"add","path":"/elements/best-hour-tag","value":{"type":"Tag","props":{"text":"Based on 90 days of history","variant":"info","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/best-posts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-posts-header","best-posts-list"]}}
+{"op":"add","path":"/elements/best-posts-header","value":{"type":"CardHeader","props":{"title":"Best posts this month","subtitle":"Top content ranked by reach"},"children":[]}}
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+{"op":"add","path":"/elements/best-post-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["best-post-title","best-post-meta"]}}
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+{"op":"add","path":"/state/bestPosts/0","value":{"id":"post-1","title":"I rebuilt my studio in 48 hours","platform":"YouTube","format":"Video","published":"Aug 4","reach":"1.24M"}}
+{"op":"add","path":"/state/bestPosts/1","value":{"id":"post-2","title":"Three lighting tricks that changed my videos","platform":"Instagram","format":"Reel","published":"Aug 11","reach":"842K"}}
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+{"op":"add","path":"/elements/scheduled-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["scheduled-header","scheduled-list"]}}
+{"op":"add","path":"/elements/scheduled-header","value":{"type":"CardHeader","props":{"title":"Scheduled this week","subtitle":"Upcoming posts across your channels"},"children":[]}}
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+{"op":"add","path":"/elements/scheduled-caption","value":{"type":"TextContent","props":{"text":{"$item":"caption"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/scheduled-meta","value":{"type":"TextContent","props":{"text":{"$template":"${platform} · ${day}, ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/scheduled-status","value":{"type":"Tag","props":{"text":"Scheduled","variant":"info","size":"sm"},"children":[]}}
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new file mode 100644
index 000000000..e87dd6f38
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..809b5bcb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,106 @@
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+{"op":"add","path":"/elements/audience-header","value":{"type":"CardHeader","props":{"title":"Audience split by platform","subtitle":"Share of total followers"},"children":[]}}
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+{"op":"add","path":"/state/comments/1","value":{"id":"comment-2","author":"Jon Bell","comment":"Could you make a full tutorial on this workflow?","platform":"YouTube","post":"Monthly content planning","waiting":"5h ago"}}
+{"op":"add","path":"/state/comments/2","value":{"id":"comment-3","author":"Ari Creates","comment":"Does this shortcut work in DaVinci too?","platform":"TikTok","post":"Editing shortcut","waiting":"8h ago"}}
+{"op":"add","path":"/state/comments/3","value":{"id":"comment-4","author":"Nina Patel","comment":"This breakdown was incredibly useful—thank you!","platform":"X","post":"Creator business lessons","waiting":"1d ago"}}
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+{"op":"add","path":"/state/collaborations","value":[]}
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+{"op":"add","path":"/elements/schedule-platform-control","value":{"type":"FormControl","props":{"label":"Platform","input":"schedule-platform-input","hint":"Choose where this post will publish."},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..44c38acf5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,129 @@
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+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Creator Studio","level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/platform-filter-hint","value":{"type":"TextContent","props":{"text":"Narrow the entire studio to one network."},"children":[]}}
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+{"op":"add","path":"/elements/platform-instagram","value":{"type":"SelectItem","props":{"value":"Instagram","label":"Instagram"},"children":[]}}
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+{"op":"add","path":"/elements/followers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["followers-label","followers-value","followers-growth","followers-progress"]}}
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+{"op":"add","path":"/elements/best-time-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/bestHour"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/audienceLabels","value":[]}
+{"op":"add","path":"/state/audienceLabels/0","value":"Instagram"}
+{"op":"add","path":"/state/audienceLabels/1","value":"YouTube"}
+{"op":"add","path":"/state/audienceLabels/2","value":"TikTok"}
+{"op":"add","path":"/state/audienceValues","value":[]}
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+{"op":"add","path":"/state/audienceValues/1","value":32}
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+{"op":"add","path":"/elements/audience-legend","value":{"type":"TagBlock","props":{"tags":{"$state":"/audienceLegend"}},"children":[]}}
+{"op":"add","path":"/state/audienceLegend","value":[]}
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+{"op":"add","path":"/elements/best-posts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-posts-header","best-posts-list"]}}
+{"op":"add","path":"/elements/best-posts-header","value":{"type":"CardHeader","props":{"title":"Best posts this month","subtitle":"Ranked by reach"},"children":[]}}
+{"op":"add","path":"/elements/best-posts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestPosts","key":"id"},"children":["best-post-row"]}}
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+{"op":"add","path":"/elements/best-post-meta","value":{"type":"TextContent","props":{"text":{"$template":"${platform} · ${format} · ${published}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-post-reach","value":{"type":"Tag","props":{"text":{"$template":"${reach} reach"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/bestPosts","value":[]}
+{"op":"add","path":"/state/bestPosts/0","value":{"id":"post-1","title":"I rebuilt my studio in 48 hours","platform":"YouTube","format":"Video","published":"Aug 4","reach":"1.24M"}}
+{"op":"add","path":"/state/bestPosts/1","value":{"id":"post-2","title":"Three lighting tricks that changed my videos","platform":"Instagram","format":"Reel","published":"Aug 11","reach":"842K"}}
+{"op":"add","path":"/state/bestPosts/2","value":{"id":"post-3","title":"The edit before vs. after sound design","platform":"TikTok","format":"Short video","published":"Aug 15","reach":"691K"}}
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+{"op":"add","path":"/elements/scheduled-status","value":{"type":"Badge","props":{"text":"Scheduled","variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/scheduledPosts","value":[]}
+{"op":"add","path":"/state/scheduledPosts/0","value":{"id":"sched-1","caption":"A quiet morning behind the scenes ☕","platform":"Instagram","date":"Tue, Aug 18","time":"7:30 PM"}}
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+{"op":"add","path":"/state/scheduledPosts/2","value":{"id":"sched-3","caption":"The one camera setting I never leave on auto","platform":"TikTok","date":"Fri, Aug 21","time":"7:30 PM"}}
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+{"op":"add","path":"/elements/schedule-header","value":{"type":"CardHeader","props":{"title":"Schedule a post","subtitle":"Add a caption, choose a platform, and set the publishing time."},"children":[]}}
+{"op":"add","path":"/elements/schedule-form","value":{"type":"Form","props":{"name":"schedule-post","fields":["caption-control","schedule-platform-control","date-control","time-control"],"buttons":"schedule-buttons"},"children":[]}}
+{"op":"add","path":"/elements/caption-control","value":{"type":"FormControl","props":{"label":"Caption","input":"caption-input","hint":"Write the copy exactly as it should publish."},"children":[]}}
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+{"op":"add","path":"/state/draft","value":{"caption":"","platform":"Instagram","date":[],"time":"19:30"}}
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+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Publish date","input":"publish-date"},"children":[]}}
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+{"op":"add","path":"/elements/time-control","value":{"type":"FormControl","props":{"label":"Publish time","input":"publish-time","hint":"Historical best: 7:30 PM."},"children":[]}}
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+{"op":"add","path":"/elements/comment-text","value":{"type":"TextContent","props":{"text":{"$item":"comment"}},"children":[]}}
+{"op":"add","path":"/elements/comment-action","value":{"type":"Button","props":{"label":"Reply","variant":"tertiary","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/comments/1","value":{"id":"comment-2","author":"Jordan Ellis","age":"1 hr ago","platform":"Instagram","comment":"What microphone are you using here? The audio sounds incredible."}}
+{"op":"add","path":"/state/comments/2","value":{"id":"comment-3","author":"Nina Patel","age":"3 hrs ago","platform":"TikTok","comment":"This convinced me to finally start posting. Thank you!"}}
+{"op":"add","path":"/elements/collabs-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["collabs-header","collabs-list"]}}
+{"op":"add","path":"/elements/collabs-header","value":{"type":"CardHeader","props":{"title":"Pending collaboration requests","subtitle":"Review opportunities from brands and creators"},"children":[]}}
+{"op":"add","path":"/elements/collabs-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/collaborations","key":"id"},"children":["collab-row"]}}
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+{"op":"add","path":"/elements/collab-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["collab-brand","collab-budget"]}}
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+{"op":"add","path":"/elements/collab-deadline","value":{"type":"TextContent","props":{"text":{"$template":"Respond by ${deadline}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/collab-actions","value":{"type":"Buttons","props":{"buttons":["collab-review","collab-decline"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/collab-review","value":{"type":"Button","props":{"label":"Review","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/collab-decline","value":{"type":"Button","props":{"label":"Decline","variant":"tertiary","type":"destructive","size":"small"},"children":[]}}
+{"op":"add","path":"/state/collaborations","value":[]}
+{"op":"add","path":"/state/collaborations/0","value":{"id":"collab-1","brand":"Lumina Cameras","budget":"$4,500","description":"A three-video launch campaign featuring the new Lumina X2 compact camera.","deadline":"Aug 20"}}
+{"op":"add","path":"/state/collaborations/1","value":{"id":"collab-2","brand":"Northbound Travel","budget":"$2,800 + travel","description":"Create a destination guide and behind-the-scenes short-form series in Lisbon.","deadline":"Aug 22"}}
+{"op":"add","path":"/state/collaborations/2","value":{"id":"collab-3","brand":"Ari Vega","budget":"Creator collab","description":"A joint livestream and editing challenge for both creator communities.","deadline":"Aug 25"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..aa200f283
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,126 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-status","value":{"type":"TextContent","props":{"text":"Live operational overview • Tuesday, August 18, 2026","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/date-calendar","value":{"type":"CalendarBlock","props":{"mode":"single","defaultMonth":"2026-08-01","numberOfMonths":1,"captionLayout":"dropdown"},"children":[]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DialogBlock","props":{"triggerLabel":"Look at another day","title":"Select an operating date","description":"Review hospital operations for another calendar day.","content":["date-calendar"],"triggerVariant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/incident-type","value":{"type":"Input","props":{"name":"incident-type","placeholder":"e.g. Medication delay","type":"text","value":{"$bindState":"/incident/type"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/incident/type","value":""}
+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type"},"children":[]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"TextArea","props":{"name":"incident-details","placeholder":"Describe what happened, where, and any immediate actions taken.","rows":5,"value":{"$bindState":"/incident/details"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/incident/details","value":""}
+{"op":"add","path":"/elements/incident-details-control","value":{"type":"FormControl","props":{"label":"Details","input":"incident-details","hint":"Do not include unnecessary protected health information."},"children":[]}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"File incident","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/incidentValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incident-report","buttons":"incident-buttons","fields":["incident-type-control","incident-details-control"]},"children":[]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an incident","title":"File an operational incident","description":"Submit a report for command-center follow-up.","content":["incident-form"],"triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient","value":{"type":"Input","props":{"name":"transfer-patient","placeholder":"Patient name or MRN","type":"text","value":{"$bindState":"/transfer/patient"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/transfer/patient","value":""}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient","input":"transfer-patient"},"children":[]}}
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+{"op":"add","path":"/state/transfer/from","value":""}
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+{"op":"add","path":"/state/transfer/to","value":""}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to"},"children":[]}}
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+{"op":"add","path":"/state/transfer/reason","value":""}
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+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Request transfer","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"patient-transfer","buttons":"transfer-buttons","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-reason-control"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request patient transfer","title":"Patient transfer request","description":"Route a patient to another unit or facility.","content":["transfer-form"]},"children":[]}}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-title","page-status","header-actions"]}}
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+{"op":"add","path":"/elements/occupancy-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/availableBeds} staffed beds available"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/er-status","value":{"type":"Badge","props":{"text":{"$state":"/metrics/erStatus"},"variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/state/metrics/erStatus","value":"Above 60-min target"}
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+{"op":"add","path":"/state/metrics/erTriage","value":7}
+{"op":"add","path":"/elements/discharge-heading","value":{"type":"Heading","props":{"text":"Ready for discharge","level":"h3"},"children":[]}}
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+{"op":"add","path":"/state/metrics/dischargeReady","value":24}
+{"op":"add","path":"/state/metrics/dischargeBeforeNoon","value":15}
+{"op":"add","path":"/state/metrics/dischargeTransport","value":4}
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+{"op":"add","path":"/elements/or-summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["or-summary-heading","or-summary-value","or-summary-note"]}}
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+{"op":"add","path":"/state/metrics/orRoomsActive","value":6}
+{"op":"add","path":"/state/metrics/orDelayed","value":1}
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+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-title","admissions-chart"]}}
+{"op":"add","path":"/elements/departments-title","value":{"type":"CardHeader","props":{"title":"Patients per department","subtitle":"Current census by service"},"children":[]}}
+{"op":"add","path":"/elements/departments-series","value":{"type":"Series","props":{"category":"Patients","values":[72,64,58,51,43,39,31,24]},"children":[]}}
+{"op":"add","path":"/elements/departments-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Internal Medicine","Surgery","Emergency","Cardiology","Orthopedics","Pediatrics","Oncology","Maternity"],"series":["departments-series"],"variant":"grouped","xLabel":"Patients","yLabel":"Department"},"children":[]}}
+{"op":"add","path":"/elements/departments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["departments-title","departments-chart"]}}
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+{"op":"add","path":"/elements/critical-title","value":{"type":"CardHeader","props":{"title":"Critical patients","subtitle":"Immediate command attention required"},"children":[]}}
+{"op":"add","path":"/elements/critical-callout","value":{"type":"Callout","props":{"variant":"error","title":{"$template":"${name} • ${location}"},"description":{"$template":"${condition} • ${status} • Attending: ${attending}"}},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-callout"]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"cp-101","name":"M. Alvarez","location":"ICU 3B","condition":"Septic shock","status":"Escalating vasopressor support","attending":"Dr. N. Chen"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"cp-102","name":"J. Okafor","location":"ER Resus 2","condition":"Polytrauma","status":"OR activation pending","attending":"Dr. R. Patel"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"cp-103","name":"S. Bennett","location":"Cardiac ICU 1A","condition":"STEMI with cardiogenic shock","status":"Cath lab team mobilized","attending":"Dr. L. Morgan"}}
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["critical-title","critical-list"]}}
+{"op":"add","path":"/elements/discharge-list-title","value":{"type":"CardHeader","props":{"title":"Patients ready for discharge","subtitle":"Pending final coordination"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list-item","value":{"type":"ListItem","props":{"title":{"$template":"${name} • ${unit}"},"subtitle":{"$template":"Destination: ${destination} • Pending: ${pending}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/dischargePatients","key":"id"},"children":["discharge-list-item"]}}
+{"op":"add","path":"/state/dischargePatients","value":[]}
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+{"op":"add","path":"/state/dischargePatients/3","value":{"id":"dc-204","name":"R. Garcia","unit":"Pediatrics 3","destination":"Home","pending":"Final pediatric review"}}
+{"op":"add","path":"/elements/discharge-list-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["discharge-list-title","discharge-list"]}}
+{"op":"add","path":"/elements/priority-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"between","wrap":true},"children":["critical-card","discharge-list-card"]}}
+{"op":"add","path":"/elements/staff-title","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Current command and clinical coverage"},"children":[]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${role} • ${department} • ${shift}"},"actionLabel":"Contact"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"st-1","name":"Dr. Maya Brooks","role":"Hospitalist lead","department":"Command Center","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"st-2","name":"Elena Ruiz, RN","role":"House supervisor","department":"Nursing Operations","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"st-3","name":"Dr. Noah Chen","role":"Intensivist","department":"ICU","shift":"08:00–20:00"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"st-4","name":"Jordan Lee, RN","role":"Charge nurse","department":"Emergency","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"st-5","name":"Priya Shah, PharmD","role":"Clinical pharmacist","department":"Pharmacy","shift":"06:00–18:00"}}
+{"op":"add","path":"/state/staff/5","value":{"id":"st-6","name":"Marcus Hill","role":"Bed coordinator","department":"Patient Flow","shift":"07:00–15:00"}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-title","staff-list"]}}
+{"op":"add","path":"/elements/or-title","value":{"type":"CardHeader","props":{"title":"Today's operating room bookings","subtitle":"Scheduled procedures and room status"},"children":[]}}
+{"op":"add","path":"/elements/or-item","value":{"type":"ListItem","props":{"title":{"$template":"${time} • ${procedure}"},"subtitle":{"$template":"${room} • ${surgeon} • ${status}"},"actionLabel":"Details"},"children":[]}}
+{"op":"add","path":"/elements/or-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-item"]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"or-1","time":"07:30","procedure":"Total knee arthroplasty","room":"OR 2","surgeon":"Dr. E. Foster","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"or-2","time":"09:00","procedure":"Laparoscopic cholecystectomy","room":"OR 4","surgeon":"Dr. A. Rivera","status":"On time"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"or-3","time":"10:15","procedure":"CABG ×3","room":"OR 1","surgeon":"Dr. L. Morgan","status":"Delayed 25 min"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"or-4","time":"12:30","procedure":"Open reduction internal fixation","room":"OR 3","surgeon":"Dr. H. Ibrahim","status":"Pre-op ready"}}
+{"op":"add","path":"/state/orBookings/4","value":{"id":"or-5","time":"14:00","procedure":"Pediatric tonsillectomy","room":"OR 5","surgeon":"Dr. C. Nguyen","status":"Scheduled"}}
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-title","or-list"]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","justify":"between","wrap":true},"children":["staff-card","or-card"]}}
+{"op":"add","path":"/elements/supplies-title","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Items below operational threshold"},"children":[]}}
+{"op":"add","path":"/elements/supply-alert","value":{"type":"Alert","props":{"title":{"$template":"${item} • ${remaining} remaining"},"description":{"$template":"Location: ${location} • Reorder point: ${reorderPoint} • ETA: ${eta}"},"variant":{"$cond":{"$state":"/supplyAlertLevel","eq":"critical"},"$then":"destructive","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-alert"]}}
+{"op":"add","path":"/state/supplyAlertLevel","value":"critical"}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"sp-1","item":"O-negative blood units","remaining":"7 units","location":"Blood Bank","reorderPoint":"12 units","eta":"45 minutes"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"sp-2","item":"Adult oxygen masks","remaining":"18 units","location":"Central Supply","reorderPoint":"30 units","eta":"Today 16:00"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"sp-3","item":"Norepinephrine premix","remaining":"14 bags","location":"ICU Pharmacy","reorderPoint":"20 bags","eta":"Today 13:30"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"sp-4","item":"Sterile surgical gowns","remaining":"26 packs","location":"OR Core","reorderPoint":"40 packs","eta":"Tomorrow 06:00"}}
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-title","supplies-list"]}}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["header","metric-grid","chart-row","priority-row","operations-row","supplies-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..0e70b9f35
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,141 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","status-row","analytics-row","operations-row","action-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","day-picker","transfer-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/hospitalSummary"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hospitalSummary","value":"Central Medical Center · Live operational overview · Updated 10:42 AM"}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"operationsDay","mode":"single","value":{"$bindState":"/selectedDay"}},"children":[]}}
+{"op":"add","path":"/state/selectedDay","value":["2026-08-18"]}
+{"op":"add","path":"/elements/transfer-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request patient transfer","triggerVariant":"default","title":"Request patient transfer","description":"Submit a transfer request to the patient flow team.","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"patient-transfer","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-priority-control","transfer-reason-control"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient / MRN","input":"transfer-patient-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"Name or medical record number","type":"text","value":{"$bindState":"/transfer/patient"}},"children":[]}}
+{"op":"add","path":"/state/transfer/patient","value":""}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"Current department","input":"transfer-from-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Input","props":{"name":"transferFrom","placeholder":"e.g. Emergency Department","type":"text","value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/state/transfer/from","value":""}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"Requested destination","input":"transfer-to-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-input","value":{"type":"Input","props":{"name":"transferTo","placeholder":"Unit or receiving facility","type":"text","value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/state/transfer/to","value":""}
+{"op":"add","path":"/elements/transfer-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"transfer-priority-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-select","value":{"type":"Select","props":{"name":"transferPriority","items":["transfer-priority-routine","transfer-priority-urgent","transfer-priority-critical"],"value":{"$bindState":"/transfer/priority"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-routine","value":{"type":"SelectItem","props":{"value":"Routine","label":"Routine"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-urgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-critical","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/state/transfer/priority","value":"Routine"}
+{"op":"add","path":"/elements/transfer-reason-control","value":{"type":"FormControl","props":{"label":"Clinical reason","input":"transfer-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-input","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Clinical need, required service, and transport considerations","rows":4,"value":{"$bindState":"/transfer/reason"}},"children":[]}}
+{"op":"add","path":"/state/transfer/reason","value":""}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Submit transfer request","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["bed-card","er-card","critical-card","discharge-card"]}}
+{"op":"add","path":"/elements/bed-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-heading","bed-value","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-heading","value":{"type":"Heading","props":{"text":"Bed occupancy","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bed-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/occupiedBeds} of ${/metrics/totalBeds} beds occupied"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/occupiedBeds","value":287}
+{"op":"add","path":"/state/metrics/totalBeds","value":320}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/occupancyPercent"},"label":{"$template":"${/metrics/occupancyPercent}% occupied"}},"children":[]}}
+{"op":"add","path":"/state/metrics/occupancyPercent","value":90}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/bedDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/bedDetail","value":"33 available · 12 staffed beds temporarily closed"}
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-heading","er-value","er-status","er-detail"]}}
+{"op":"add","path":"/elements/er-heading","value":{"type":"Heading","props":{"text":"Current ER wait","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/er-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/erWait"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/erWait","value":"47 minutes"}
+{"op":"add","path":"/elements/er-status","value":{"type":"Badge","props":{"text":{"$state":"/metrics/erStatus"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/erStatus","value":"Elevated"}
+{"op":"add","path":"/elements/er-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/erDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/erDetail","value":"31 waiting · 8 awaiting beds · longest wait 1h 52m"}
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-heading","critical-count","critical-alert"]}}
+{"op":"add","path":"/elements/critical-heading","value":{"type":"Heading","props":{"text":"Critical patients","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/critical-count","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/criticalCount} require immediate oversight"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/criticalCount","value":3}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"title":"Active critical cases","description":{"$state":"/criticalSummary"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/criticalSummary","value":"ICU-12 septic shock · ER-04 major trauma · OR-3 intraoperative complication"}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-heading","discharge-count","discharge-detail"]}}
+{"op":"add","path":"/elements/discharge-heading","value":{"type":"Heading","props":{"text":"Ready for discharge","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/dischargeReady} patients cleared"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics/dischargeReady","value":18}
+{"op":"add","path":"/elements/discharge-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/dischargeDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/dischargeDetail","value":"7 awaiting transport · 5 awaiting medication · 6 paperwork complete"}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["admissions-card","department-card"]}}
+{"op":"add","path":"/elements/admissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-header","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions · Past two weeks","subtitle":"Daily inpatient admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissions/values"}},"children":[]}}
+{"op":"add","path":"/state/admissions/values","value":[34,38,41,36,44,47,39,42,49,53,46,51,48,55]}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/admissions/labels"},"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/state/admissions/labels","value":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"]}
+{"op":"add","path":"/elements/department-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-header","department-chart"]}}
+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Patients per department","subtitle":"Current census by service"},"children":[]}}
+{"op":"add","path":"/elements/department-series","value":{"type":"Series","props":{"category":"Patients","values":{"$state":"/departments/values"}},"children":[]}}
+{"op":"add","path":"/state/departments/values","value":[62,48,41,37,33,29,24,13]}
+{"op":"add","path":"/elements/department-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/departments/labels"},"series":["department-series"],"variant":"grouped","xLabel":"Patients","yLabel":"Department"},"children":[]}}
+{"op":"add","path":"/state/departments/labels","value":["Internal Medicine","Emergency","Cardiology","Surgery","Orthopedics","Pediatrics","Oncology","Maternity"]}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["staff-card","or-card","supplies-card"]}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Current clinical leadership and coverage"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-person"]}}
+{"op":"add","path":"/elements/staff-person","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["staff-identity","staff-role"]}}
+{"op":"add","path":"/elements/staff-identity","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/staff-role","value":{"type":"Badge","props":{"text":{"$template":"${role} · ${department}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"s1","name":"Dr. Maya Chen","role":"Attending physician","department":"Emergency"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"s2","name":"Jordan Brooks, RN","role":"Charge nurse","department":"ICU"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"s3","name":"Dr. Samuel Ortiz","role":"Trauma surgeon","department":"Surgery"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"s4","name":"Priya Nair, RN","role":"House supervisor","department":"Hospital-wide"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"s5","name":"Alex Morgan, RRT","role":"Respiratory therapist","department":"Critical Care"}}
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-header","or-list"]}}
+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"Today's operating rooms","subtitle":"Bookings for the selected operational day"},"children":[]}}
+{"op":"add","path":"/elements/or-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-booking"]}}
+{"op":"add","path":"/elements/or-booking","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["or-case","or-meta"]}}
+{"op":"add","path":"/elements/or-case","value":{"type":"TextContent","props":{"text":{"$template":"${time} · ${room} · ${procedure}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/or-meta","value":{"type":"TextContent","props":{"text":{"$template":"${surgeon} · ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"or1","time":"07:30","room":"OR 1","procedure":"CABG","surgeon":"Dr. Elena Rossi","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"or2","time":"09:15","room":"OR 4","procedure":"Total knee replacement","surgeon":"Dr. Samuel Ortiz","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"or3","time":"11:00","room":"OR 2","procedure":"Laparoscopic colectomy","surgeon":"Dr. Lena Park","status":"Preparing"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"or4","time":"13:30","room":"OR 5","procedure":"Pediatric appendectomy","surgeon":"Dr. Omar Haddad","status":"Scheduled"}}
+{"op":"add","path":"/state/orBookings/4","value":{"id":"or5","time":"15:45","room":"OR 3","procedure":"Hip fracture fixation","surgeon":"Dr. Samuel Ortiz","status":"Scheduled"}}
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-header","supplies-warning","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Items below replenishment threshold"},"children":[]}}
+{"op":"add","path":"/elements/supplies-warning","value":{"type":"Alert","props":{"title":"Replenishment required","description":"Five monitored items need action before the next shift.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["supply-name","supply-level"]}}
+{"op":"add","path":"/elements/supply-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${location}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/supply-level","value":{"type":"Badge","props":{"text":{"$template":"${remaining} remaining"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"sp1","name":"O-negative blood units","location":"Blood bank","remaining":"8 units"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"sp2","name":"N95 respirators","location":"Central supply","remaining":"120 masks"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"sp3","name":"IV saline 1L","location":"Emergency","remaining":"42 bags"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"sp4","name":"Adult epinephrine kits","location":"ICU","remaining":"6 kits"}}
+{"op":"add","path":"/state/lowSupplies/4","value":{"id":"sp5","name":"Sterile surgical gowns","location":"Operating rooms","remaining":"28 gowns"}}
+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["incident-copy","incident-dialog"]}}
+{"op":"add","path":"/elements/incident-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-heading","incident-description"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Safety and incident reporting","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/incident-description","value":{"type":"TextContent","props":{"text":"File a clinical, workplace, medication, equipment, or security incident for immediate review.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an incident","triggerVariant":"destructive","title":"File an incident","description":"Provide the essential details. Urgent threats should also be escalated by phone.","content":["incident-form"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incident-report","fields":["incident-type-control","incident-location-control","incident-summary-control","incident-severity-control"],"buttons":"incident-buttons"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","items":["incident-clinical","incident-medication","incident-equipment","incident-security","incident-workplace"],"placeholder":"Choose a type","value":{"$bindState":"/incident/type"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/incident-clinical","value":{"type":"SelectItem","props":{"value":"Clinical safety","label":"Clinical safety"},"children":[]}}
+{"op":"add","path":"/elements/incident-medication","value":{"type":"SelectItem","props":{"value":"Medication","label":"Medication"},"children":[]}}
+{"op":"add","path":"/elements/incident-equipment","value":{"type":"SelectItem","props":{"value":"Equipment","label":"Equipment"},"children":[]}}
+{"op":"add","path":"/elements/incident-security","value":{"type":"SelectItem","props":{"value":"Security","label":"Security"},"children":[]}}
+{"op":"add","path":"/elements/incident-workplace","value":{"type":"SelectItem","props":{"value":"Workplace injury","label":"Workplace injury"},"children":[]}}
+{"op":"add","path":"/state/incident/type","value":""}
+{"op":"add","path":"/elements/incident-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"Department, room, or area","type":"text","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/state/incident/location","value":""}
+{"op":"add","path":"/elements/incident-summary-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"incident-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-summary-input","value":{"type":"TextArea","props":{"name":"incidentSummary","placeholder":"Describe the event, people affected, and immediate actions taken","rows":5,"value":{"$bindState":"/incident/summary"}},"children":[]}}
+{"op":"add","path":"/state/incident/summary","value":""}
+{"op":"add","path":"/elements/incident-severity-control","value":{"type":"FormControl","props":{"label":"Severity","input":"incident-severity-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity-select","value":{"type":"Select","props":{"name":"incidentSeverity","items":["severity-low","severity-moderate","severity-high","severity-critical"],"value":{"$bindState":"/incident/severity"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/severity-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/severity-moderate","value":{"type":"SelectItem","props":{"value":"Moderate","label":"Moderate"},"children":[]}}
+{"op":"add","path":"/elements/severity-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/severity-critical","value":{"type":"SelectItem","props":{"value":"Critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/state/incident/severity","value":"Moderate"}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"Submit incident report","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/incidentValidation"}}},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..846bfe371
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,124 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["top-bar","urgent-row","metrics-row","analytics-row","operations-row","resources-row"]}}
+{"op":"add","path":"/elements/top-bar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["title-block","date-controls","action-buttons"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational overview · ${/hospitalName} · Last updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/hospitalName","value":"Northbridge Medical Center"}
+{"op":"add","path":"/state/lastUpdated","value":"10:42 AM"}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","wrap":true},"children":["date-label","operations-date"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"Label","props":{"text":"View another day"},"children":[]}}
+{"op":"add","path":"/elements/operations-date","value":{"type":"DatePicker","props":{"name":"operations-date","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/action-buttons","value":{"type":"Buttons","props":{"buttons":["incident-dialog","transfer-drawer"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File incident","title":"File an operational incident","description":"Document the event for review by hospital operations and patient safety.","content":["incident-form"],"triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incident-report","fields":["incident-type-control","incident-location-control","incident-details-control"],"buttons":"incident-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type-select","hint":"Choose the category that best fits the event."},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incident-type","items":["incident-option-safety","incident-option-medication","incident-option-equipment","incident-option-security"],"placeholder":"Select incident type","value":{"$bindState":"/incident/type"}},"children":[]}}
+{"op":"add","path":"/elements/incident-option-safety","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient safety"},"children":[]}}
+{"op":"add","path":"/elements/incident-option-medication","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication"},"children":[]}}
+{"op":"add","path":"/elements/incident-option-equipment","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment"},"children":[]}}
+{"op":"add","path":"/elements/incident-option-security","value":{"type":"SelectItem","props":{"value":"security","label":"Security"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","details":""}}
+{"op":"add","path":"/elements/incident-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incident-location","placeholder":"Unit, room, or department","type":"text","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-details-control","value":{"type":"FormControl","props":{"label":"Incident details","input":"incident-details-input","hint":"Do not include unnecessary identifying information."},"children":[]}}
+{"op":"add","path":"/elements/incident-details-input","value":{"type":"TextArea","props":{"name":"incident-details","placeholder":"Describe what occurred and immediate actions taken","rows":5,"value":{"$bindState":"/incident/details"}},"children":[]}}
+{"op":"add","path":"/elements/incident-form-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"Submit incident","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/incidentValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request transfer","title":"Request a patient transfer","description":"Send a transfer request to bed management and the receiving department.","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"patient-transfer","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-priority-control","transfer-notes-control"],"buttons":"transfer-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient or encounter ID","input":"transfer-patient-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transfer-patient","placeholder":"e.g. ENC-48291","type":"text","value":{"$bindState":"/transfer/patientId"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patientId":"","from":"","to":"","priority":"routine","notes":""}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"Current department","input":"transfer-from-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-input","value":{"type":"Input","props":{"name":"transfer-from","placeholder":"Current unit","type":"text","value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"Receiving department","input":"transfer-to-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-input","value":{"type":"Input","props":{"name":"transfer-to","placeholder":"Requested unit","type":"text","value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"transfer-priority-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-priority-select","value":{"type":"Select","props":{"name":"transfer-priority","items":["priority-routine","priority-urgent","priority-critical"],"value":{"$bindState":"/transfer/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priority-routine","value":{"type":"SelectItem","props":{"value":"routine","label":"Routine"},"children":[]}}
+{"op":"add","path":"/elements/priority-urgent","value":{"type":"SelectItem","props":{"value":"urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/priority-critical","value":{"type":"SelectItem","props":{"value":"critical","label":"Critical"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-control","value":{"type":"FormControl","props":{"label":"Clinical or operational notes","input":"transfer-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-input","value":{"type":"TextArea","props":{"name":"transfer-notes","placeholder":"Reason for transfer, precautions, or equipment needs","rows":4,"value":{"$bindState":"/transfer/notes"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-form-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Send transfer request","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/transferValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/urgent-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["critical-section","discharge-section"]}}
+{"op":"add","path":"/elements/critical-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-header","critical-list"]}}
+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"Critical patients","subtitle":"Immediate attention and escalation watch"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-patient-callout"]}}
+{"op":"add","path":"/elements/critical-patient-callout","value":{"type":"Alert","props":{"title":{"$template":"${patient} · ${location}"},"description":{"$template":"${condition} · Lead: ${lead} · ${status}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"CP-1042","patient":"Patient CP-1042","location":"ICU Bed 7","condition":"Septic shock; vasopressor support","lead":"Dr. Mira Shah","status":"Escalated 8 min ago"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"CP-1188","patient":"Patient CP-1188","location":"ER Resus 2","condition":"Suspected aortic dissection","lead":"Dr. Owen Lee","status":"CT and surgical consult pending"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"CP-0961","patient":"Patient CP-0961","location":"CCU Bed 3","condition":"Recurrent ventricular tachycardia","lead":"Dr. Lena Ortiz","status":"Electrophysiology at bedside"}}
+{"op":"add","path":"/elements/discharge-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-header","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Ready for discharge","subtitle":"Patients cleared or awaiting final step"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/dischargeReady","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"ListItem","props":{"title":{"$template":"${patient} · ${department}"},"subtitle":{"$template":"${destination} · ${nextStep}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/state/dischargeReady","value":[]}
+{"op":"add","path":"/state/dischargeReady/0","value":{"id":"DR-2201","patient":"Patient DR-2201","department":"Orthopedics","destination":"Home with family","nextStep":"Medication reconciliation complete"}}
+{"op":"add","path":"/state/dischargeReady/1","value":{"id":"DR-2254","patient":"Patient DR-2254","department":"Cardiology","destination":"Home health","nextStep":"Awaiting transport at 11:30 AM"}}
+{"op":"add","path":"/state/dischargeReady/2","value":{"id":"DR-2290","patient":"Patient DR-2290","department":"General Medicine","destination":"Skilled nursing facility","nextStep":"Final discharge summary pending"}}
+{"op":"add","path":"/state/dischargeReady/3","value":{"id":"DR-2312","patient":"Patient DR-2312","department":"Maternity","destination":"Home","nextStep":"Education completed; pharmacy delivery pending"}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["bed-card","er-card","admissions-summary-card"]}}
+{"op":"add","path":"/elements/bed-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-header","bed-value","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-header","value":{"type":"CardHeader","props":{"title":"Bed occupancy","subtitle":"All staffed inpatient beds"},"children":[]}}
+{"op":"add","path":"/elements/bed-value","value":{"type":"Heading","props":{"text":{"$template":"${/bedOccupancy/occupied} / ${/bedOccupancy/capacity} beds"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/percent}% occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/bedOccupancy/available} available · ${/bedOccupancy/cleaning} being cleaned · ${/bedOccupancy/blocked} blocked"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/bedOccupancy","value":{"occupied":382,"capacity":420,"percent":91,"available":24,"cleaning":9,"blocked":5}}
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-header","er-wait","er-status","er-detail"]}}
+{"op":"add","path":"/elements/er-header","value":{"type":"CardHeader","props":{"title":"Current ER wait","subtitle":"Arrival to initial clinician assessment"},"children":[]}}
+{"op":"add","path":"/elements/er-wait","value":{"type":"Heading","props":{"text":{"$template":"${/erWait/minutes} minutes"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/er-status","value":{"type":"Badge","props":{"text":{"$state":"/erWait/status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/er-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/erWait/waiting} waiting · ${/erWait/highAcuity} high-acuity · Longest wait ${/erWait/longest} min"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/erWait","value":{"minutes":47,"status":"Above 30-minute target","waiting":31,"highAcuity":6,"longest":82}}
+{"op":"add","path":"/elements/admissions-summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admissions-summary-header","admissions-total","admissions-change"]}}
+{"op":"add","path":"/elements/admissions-summary-header","value":{"type":"CardHeader","props":{"title":"Admissions","subtitle":"Past two weeks"},"children":[]}}
+{"op":"add","path":"/elements/admissions-total","value":{"type":"Heading","props":{"text":{"$template":"${/admissionsSummary/total} admissions"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/admissions-change","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"${/admissionsSummary/change}% vs prior period"},"description":{"$template":"Peak: ${/admissionsSummary/peakCount} on ${/admissionsSummary/peakDay}"}},"children":[]}}
+{"op":"add","path":"/state/admissionsSummary","value":{"total":678,"change":8.4,"peakCount":59,"peakDay":"Aug 15"}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["admissions-chart-card","department-chart-card"]}}
+{"op":"add","path":"/elements/admissions-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-chart-header","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-chart-header","value":{"type":"CardHeader","props":{"title":"Admissions over the past two weeks","subtitle":"Daily completed inpatient admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/admissionsChart/labels"},"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissionsChart/values"}},"children":[]}}
+{"op":"add","path":"/state/admissionsChart","value":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"values":[42,45,47,39,44,51,48,46,53,50,59,55,52,47]}}
+{"op":"add","path":"/elements/department-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-chart-header","department-chart"]}}
+{"op":"add","path":"/elements/department-chart-header","value":{"type":"CardHeader","props":{"title":"Patients per department","subtitle":"Current census by clinical service"},"children":[]}}
+{"op":"add","path":"/elements/department-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/departmentCensus/labels"},"series":["department-series"],"variant":"grouped","xLabel":"Patients","yLabel":"Department"},"children":[]}}
+{"op":"add","path":"/elements/department-series","value":{"type":"Series","props":{"category":"Current patients","values":{"$state":"/departmentCensus/values"}},"children":[]}}
+{"op":"add","path":"/state/departmentCensus","value":{"labels":["General Medicine","Cardiology","Surgery","Orthopedics","Maternity","Pediatrics","Oncology","Neurology","ICU"],"values":[86,48,45,42,36,34,31,29,25]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["staff-card","or-card"]}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Current clinical and operational leads"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staffOnShift","key":"id"},"children":["staff-row"]}}
+{"op":"add","path":"/elements/staff-row","value":{"type":"ListItem","props":{"title":{"$template":"${name} · ${role}"},"subtitle":{"$template":"${department} · ${shift} · ${contact}"},"actionLabel":"Contact"},"children":[]}}
+{"op":"add","path":"/state/staffOnShift","value":[]}
+{"op":"add","path":"/state/staffOnShift/0","value":{"id":"S-01","name":"Dr. Mira Shah","role":"Hospitalist Lead","department":"General Medicine","shift":"7:00 AM–7:00 PM","contact":"Ext. 4102"}}
+{"op":"add","path":"/state/staffOnShift/1","value":{"id":"S-02","name":"Jordan Kim, RN","role":"House Supervisor","department":"Hospital Operations","shift":"7:00 AM–7:00 PM","contact":"Ext. 4000"}}
+{"op":"add","path":"/state/staffOnShift/2","value":{"id":"S-03","name":"Dr. Owen Lee","role":"Attending Physician","department":"Emergency Department","shift":"8:00 AM–8:00 PM","contact":"Ext. 4211"}}
+{"op":"add","path":"/state/staffOnShift/3","value":{"id":"S-04","name":"Priya Nair, RN","role":"Charge Nurse","department":"Intensive Care Unit","shift":"7:00 AM–7:00 PM","contact":"Ext. 4307"}}
+{"op":"add","path":"/state/staffOnShift/4","value":{"id":"S-05","name":"Alex Romero","role":"Bed Management Coordinator","department":"Patient Flow","shift":"6:00 AM–6:00 PM","contact":"Ext. 4055"}}
+{"op":"add","path":"/state/staffOnShift/5","value":{"id":"S-06","name":"Dr. Lena Ortiz","role":"Cardiology Fellow","department":"Cardiac Care Unit","shift":"7:00 AM–5:00 PM","contact":"Ext. 4420"}}
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["or-header","or-list"]}}
+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"Today's operating room bookings","subtitle":"Scheduled cases and room status"},"children":[]}}
+{"op":"add","path":"/elements/or-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-booking-row"]}}
+{"op":"add","path":"/elements/or-booking-row","value":{"type":"ListItem","props":{"title":{"$template":"${time} · ${procedure}"},"subtitle":{"$template":"${room} · ${surgeon} · ${duration} · ${status}"},"actionLabel":"Details"},"children":[]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"OR-101","time":"7:30 AM","procedure":"Total knee arthroplasty","room":"OR 2","surgeon":"Dr. A. Patel","duration":"2h 30m","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"OR-102","time":"9:00 AM","procedure":"Laparoscopic cholecystectomy","room":"OR 5","surgeon":"Dr. S. Chen","duration":"1h 45m","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"OR-103","time":"11:15 AM","procedure":"Coronary artery bypass graft","room":"OR 1","surgeon":"Dr. R. Bennett","duration":"4h 30m","status":"On schedule"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"OR-104","time":"1:30 PM","procedure":"Open reduction internal fixation","room":"OR 4","surgeon":"Dr. T. Wallace","duration":"2h","status":"Pre-op complete"}}
+{"op":"add","path":"/state/orBookings/4","value":{"id":"OR-105","time":"3:45 PM","procedure":"Pediatric appendectomy","room":"OR 6","surgeon":"Dr. N. Ibrahim","duration":"1h 30m","status":"Awaiting clearance"}}
+{"op":"add","path":"/elements/resources-row","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["supplies-header","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Items below replenishment threshold"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"stretch","wrap":true},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-callout"]}}
+{"op":"add","path":"/elements/supply-callout","value":{"type":"TextCallout","props":{"variant":{"$cond":{"$item":"critical"},"$then":"danger","$else":"warning"},"title":{"$template":"${item} · ${location}"},"description":{"$template":"${remaining} remaining · Reorder point ${reorderPoint} · ETA ${eta}"}},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"SUP-01","item":"O-negative blood units","location":"Blood Bank","remaining":6,"reorderPoint":12,"eta":"45 min","critical":true}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"SUP-02","item":"Adult ventilator circuits","location":"Central Supply","remaining":14,"reorderPoint":20,"eta":"2 hours","critical":false}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"SUP-03","item":"Norepinephrine premix bags","location":"Main Pharmacy","remaining":9,"reorderPoint":15,"eta":"1 hour","critical":true}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"SUP-04","item":"Sterile surgical gowns","location":"OR Core","remaining":32,"reorderPoint":40,"eta":"3 hours","critical":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..3cc1dc809
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","status-grid","analytics","clinical-grid","operations-grid","action-center"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","date-control"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational overview • ${/selectedDate} • Last refreshed ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"August 18, 2026"}
+{"op":"add","path":"/state/lastUpdated","value":"10:42 AM"}
+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Look at another day","input":"date-picker","hint":"Change the date to review the command view."},"children":["date-picker"]}}
+{"op":"add","path":"/elements/date-picker","value":{"type":"DatePicker","props":{"name":"command-date","mode":"single","value":{"$bindState":"/viewDate"}},"children":[]}}
+{"op":"add","path":"/state/viewDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/status-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["bed-card","er-card","critical-summary","discharge-summary"]}}
+{"op":"add","path":"/elements/bed-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-heading","bed-value","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-heading","value":{"type":"Heading","props":{"text":"Bed occupancy","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bed-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/metrics/occupiedBeds} / ${/metrics/totalBeds} beds**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"occupiedBeds":318,"totalBeds":360,"occupancyPercent":88,"erWait":"47 min","erWaiting":21,"criticalCount":3,"dischargeReady":12}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/occupancyPercent"},"label":"88% occupied"},"children":[]}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"Badge","props":{"text":"42 beds available","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/er-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-heading","er-value","er-detail","er-alert"]}}
+{"op":"add","path":"/elements/er-heading","value":{"type":"Heading","props":{"text":"Current ER wait","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/er-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/erWait"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/er-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/erWaiting} patients currently waiting"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/er-alert","value":{"type":"Badge","props":{"text":"Above 30-minute target","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/critical-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-summary-heading","critical-summary-value","critical-summary-detail"]}}
+{"op":"add","path":"/elements/critical-summary-heading","value":{"type":"Heading","props":{"text":"Critical patients","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/critical-summary-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/criticalCount"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/critical-summary-detail","value":{"type":"Badge","props":{"text":"Immediate attention","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/discharge-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-summary-heading","discharge-summary-value","discharge-summary-detail"]}}
+{"op":"add","path":"/elements/discharge-summary-heading","value":{"type":"Heading","props":{"text":"Ready for discharge","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/discharge-summary-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/dischargeReady"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/discharge-summary-detail","value":{"type":"Badge","props":{"text":"5 awaiting transport","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/analytics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["admissions-card","department-card"]}}
+{"op":"add","path":"/elements/admissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-heading","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-heading","value":{"type":"CardHeader","props":{"title":"Admissions — past two weeks","subtitle":"Daily inpatient admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/admissions/labels"},"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":["admissions-series"]}}
+{"op":"add","path":"/state/admissions","value":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"values":[42,47,39,51,55,46,49,58,53,61,57,44,50,56]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":{"$state":"/admissions/values"}},"children":[]}}
+{"op":"add","path":"/elements/department-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-heading","department-chart"]}}
+{"op":"add","path":"/elements/department-heading","value":{"type":"CardHeader","props":{"title":"Patients per department","subtitle":"Current census by care area"},"children":[]}}
+{"op":"add","path":"/elements/department-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/departments/labels"},"series":["department-series"],"variant":"grouped","xLabel":"Patients","yLabel":"Department"},"children":["department-series"]}}
+{"op":"add","path":"/state/departments","value":{"labels":["Medical–Surgical","Emergency","Cardiology","Orthopedics","Pediatrics","ICU","Oncology"],"values":[96,63,48,39,31,24,17]}}
+{"op":"add","path":"/elements/department-series","value":{"type":"Series","props":{"category":"Patients","values":{"$state":"/departments/values"}},"children":[]}}
+{"op":"add","path":"/elements/clinical-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["critical-card","discharge-card","staff-card"]}}
+{"op":"add","path":"/elements/critical-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["critical-heading","critical-list"]}}
+{"op":"add","path":"/elements/critical-heading","value":{"type":"Alert","props":{"title":"Critical patients","description":"Escalated cases requiring active command oversight.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-patient"]}}
+{"op":"add","path":"/elements/critical-patient","value":{"type":"Callout","props":{"variant":"error","title":{"$template":"${name} • ${location}"},"description":{"$template":"${condition} — ${status} • Lead: ${lead}"}}, "children":[]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"CP-1042","name":"Elena Ruiz","location":"ICU 4B","condition":"Septic shock","status":"Vasopressor escalation at 10:31 AM","lead":"Dr. Patel"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"CP-1188","name":"Marcus Lee","location":"ER Resus 2","condition":"Polytrauma","status":"Awaiting OR 3 clearance","lead":"Dr. Okafor"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"CP-1201","name":"Nora Bennett","location":"Cardiac ICU 7","condition":"Acute STEMI","status":"Cath lab team mobilized","lead":"Dr. Chen"}}
+{"op":"add","path":"/elements/discharge-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["discharge-heading","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-heading","value":{"type":"CardHeader","props":{"title":"Patients ready for discharge","subtitle":"Prioritized by readiness and remaining barrier"},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/discharges","key":"id"},"children":["discharge-patient"]}}
+{"op":"add","path":"/elements/discharge-patient","value":{"type":"ListItem","props":{"title":{"$template":"${name} • ${location}"},"subtitle":{"$template":"Destination: ${destination} • Barrier: ${barrier}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/state/discharges","value":[]}
+{"op":"add","path":"/state/discharges/0","value":{"id":"D-201","name":"Amir Johnson","location":"5W-512","destination":"Home","barrier":"Pharmacy medications"}}
+{"op":"add","path":"/state/discharges/1","value":{"id":"D-202","name":"Sofia Martinez","location":"3N-318","destination":"Rehabilitation","barrier":"Transport at 1:30 PM"}}
+{"op":"add","path":"/state/discharges/2","value":{"id":"D-203","name":"Grace Kim","location":"Peds-214","destination":"Home","barrier":"Final education"}}
+{"op":"add","path":"/state/discharges/3","value":{"id":"D-204","name":"Walter Brooks","location":"6E-604","destination":"Skilled nursing","barrier":"Facility confirmation"}}
+{"op":"add","path":"/elements/staff-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-heading","staff-list"]}}
+{"op":"add","path":"/elements/staff-heading","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Current command and clinical leads"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staff","key":"id"},"children":["staff-member"]}}
+{"op":"add","path":"/elements/staff-member","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${role} • ${department} • Until ${shiftEnd}"},"actionLabel":"Contact"},"children":[]}}
+{"op":"add","path":"/state/staff","value":[]}
+{"op":"add","path":"/state/staff/0","value":{"id":"S-01","name":"Dr. Maya Patel","role":"Hospitalist Lead","department":"Command Center","shiftEnd":"7:00 PM"}}
+{"op":"add","path":"/state/staff/1","value":{"id":"S-02","name":"Jordan Ellis, RN","role":"House Supervisor","department":"Nursing Operations","shiftEnd":"7:00 PM"}}
+{"op":"add","path":"/state/staff/2","value":{"id":"S-03","name":"Dr. Samuel Okafor","role":"Trauma Surgeon","department":"Emergency","shiftEnd":"6:00 PM"}}
+{"op":"add","path":"/state/staff/3","value":{"id":"S-04","name":"Priya Shah, RRT","role":"Respiratory Therapist","department":"Critical Care","shiftEnd":"7:00 PM"}}
+{"op":"add","path":"/state/staff/4","value":{"id":"S-05","name":"Luis Romero","role":"Patient Flow Coordinator","department":"Bed Management","shiftEnd":"5:00 PM"}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["or-card","supplies-card"]}}
+{"op":"add","path":"/elements/or-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-heading","or-list"]}}
+{"op":"add","path":"/elements/or-heading","value":{"type":"CardHeader","props":{"title":"Today's operating room bookings","subtitle":"Scheduled and urgent procedures"},"children":[]}}
+{"op":"add","path":"/elements/or-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-booking"]}}
+{"op":"add","path":"/elements/or-booking","value":{"type":"ListItem","props":{"title":{"$template":"${time} • ${room} • ${procedure}"},"subtitle":{"$template":"Surgeon: ${surgeon} • Patient: ${patient} • ${status}"},"actionLabel":"Open"},"children":[]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"OR-301","time":"8:00 AM","room":"OR 1","procedure":"Total knee arthroplasty","surgeon":"Dr. Nguyen","patient":"J. Carter","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"OR-302","time":"10:30 AM","room":"OR 4","procedure":"Laparoscopic cholecystectomy","surgeon":"Dr. Singh","patient":"R. Flores","status":"Pre-op ready"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"OR-303","time":"11:15 AM","room":"OR 3","procedure":"Trauma laparotomy","surgeon":"Dr. Okafor","patient":"M. Lee","status":"Urgent add-on"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"OR-304","time":"1:00 PM","room":"OR 2","procedure":"CABG","surgeon":"Dr. Chen","patient":"A. Morgan","status":"Scheduled"}}
+{"op":"add","path":"/state/orBookings/4","value":{"id":"OR-305","time":"3:30 PM","room":"OR 5","procedure":"Pediatric appendectomy","surgeon":"Dr. Ibrahim","patient":"T. Wilson","status":"Scheduled"}}
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-heading","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-heading","value":{"type":"Alert","props":{"title":"Supplies running low","description":"Items below their operational reorder threshold.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${remaining} remaining • Reorder point ${threshold} • ${location}"},"actionLabel":"Reorder"},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"SUP-01","name":"O-negative blood units","remaining":"8 units","threshold":"12 units","location":"Blood Bank"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"SUP-02","name":"Adult non-rebreather masks","remaining":"22","threshold":"40","location":"Central Supply"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"SUP-03","name":"Norepinephrine premix bags","remaining":"14","threshold":"20","location":"ICU Pharmacy"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"SUP-04","name":"Sterile surgical gowns — XL","remaining":"31","threshold":"50","location":"OR Core"}}
+{"op":"add","path":"/elements/action-center","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["action-heading","action-buttons","incident-dialog","transfer-drawer"]}}
+{"op":"add","path":"/elements/action-heading","value":{"type":"CardHeader","props":{"title":"Command actions","subtitle":"File a safety incident or coordinate an inter-facility patient transfer."},"children":[]}}
+{"op":"add","path":"/elements/action-buttons","value":{"type":"Buttons","props":{"buttons":["incident-launch","transfer-launch"],"direction":"row"},"children":["incident-launch","transfer-launch"]}}
+{"op":"add","path":"/elements/incident-launch","value":{"type":"Button","props":{"label":"File an incident","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showIncidentForm","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showIncidentForm","value":false}
+{"op":"add","path":"/elements/transfer-launch","value":{"type":"Button","props":{"label":"Request patient transfer","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showTransferForm","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showTransferForm","value":false}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/showIncidentForm"},"children":["incident-header","incident-form"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"File an incident","subtitle":"Record the event for immediate safety review."},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incident-form","buttons":"incident-form-buttons","fields":["incident-type-control","incident-location-control","incident-description-control"]},"children":["incident-type-control","incident-location-control","incident-description-control","incident-form-buttons"]}}
+{"op":"add","path":"/elements/incident-type-control","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type"},"children":["incident-type"]}}
+{"op":"add","path":"/elements/incident-type","value":{"type":"Select","props":{"name":"incident-type","items":["incident-type-safety","incident-type-medication","incident-type-security","incident-type-equipment"],"placeholder":"Select incident type","value":{"$bindState":"/incident/type"}},"children":["incident-type-safety","incident-type-medication","incident-type-security","incident-type-equipment"]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/elements/incident-type-safety","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient safety"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-medication","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-security","value":{"type":"SelectItem","props":{"value":"security","label":"Security"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-equipment","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment or facility"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location"},"children":["incident-location"]}}
+{"op":"add","path":"/elements/incident-location","value":{"type":"Input","props":{"name":"incident-location","placeholder":"Department, room, or unit","type":"text","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-description-control","value":{"type":"FormControl","props":{"label":"What happened?","input":"incident-description","hint":"Do not include unnecessary identifying information."},"children":["incident-description"]}}
+{"op":"add","path":"/elements/incident-description","value":{"type":"TextArea","props":{"name":"incident-description","placeholder":"Describe the event and immediate actions taken","rows":4,"value":{"$bindState":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-form-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit","incident-cancel"],"direction":"row"},"children":["incident-submit","incident-cancel"]}}
+{"op":"add","path":"/elements/incident-submit","value":{"type":"Button","props":{"label":"Submit incident","variant":"primary","type":"destructive"},"on":{"press":{"action":"validateForm","params":{"statePath":"/incidentValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/incident-cancel","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/showIncidentForm","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/transfer-drawer","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/showTransferForm"},"children":["transfer-header","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Request patient transfer","subtitle":"Send a request to Patient Flow for review and coordination."},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transfer-form","buttons":"transfer-form-buttons","fields":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-priority-control","transfer-reason-control"]},"children":["transfer-patient-control","transfer-from-control","transfer-to-control","transfer-priority-control","transfer-reason-control","transfer-form-buttons"]}}
+{"op":"add","path":"/elements/transfer-patient-control","value":{"type":"FormControl","props":{"label":"Patient identifier","input":"transfer-patient","hint":"Use the medical record number, not the full patient name."},"children":["transfer-patient"]}}
+{"op":"add","path":"/elements/transfer-patient","value":{"type":"Input","props":{"name":"transfer-patient","placeholder":"MRN","type":"text","value":{"$bindState":"/transfer/patientId"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patientId":"","from":"","to":"","priority":"","reason":""}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"Current unit","input":"transfer-from"},"children":["transfer-from"]}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"Input","props":{"name":"transfer-from","placeholder":"Current hospital and unit","type":"text","value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"Requested destination","input":"transfer-to"},"children":["transfer-to"]}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"Input","props":{"name":"transfer-to","placeholder":"Receiving facility or specialty unit","type":"text","value":{"$bindState":"/transfer/to"}},"children":[]}}
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index 000000000..4af46bee0
--- /dev/null
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new file mode 100644
index 000000000..9c0ba9ca3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r2.txt
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+{"op":"add","path":"/state/blockedItems/5","value":{"id":"blk-6","key":"DCX-208","title":"Close carrier contract","project":"Data Center Exit","blocker":"Legal signature","ageDays":9}}
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+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery pace — past six sprints","subtitle":"Completed work versus commitment across the portfolio"},"children":[]}}
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+{"op":"add","path":"/state/teamUtilization","value":[]}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..b8f87e784
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"portfolio-review"}
+{"op":"add","path":"/elements/portfolio-review","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topbar","health-summary","overview-grid","projects-section","operations-grid","delivery-section"]}}
+{"op":"add","path":"/elements/topbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["title-block","review-controls"]}}
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+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Project Portfolio Review","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Executive PMO review · ${/selectedQuarter}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q3 2026"}
+{"op":"add","path":"/elements/review-controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end","wrap":true},"children":["quarter-control","export-button"]}}
+{"op":"add","path":"/elements/quarter-control","value":{"type":"FormControl","props":{"label":"Review quarter","input":"quarter-select","hint":"Switch the reporting period"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["quarter-q2","quarter-q3","quarter-q4","quarter-q1"],"value":{"$bindState":"/selectedQuarter"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q2","value":{"type":"SelectItem","props":{"value":"Q2 2026","label":"Q2 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q3","value":{"type":"SelectItem","props":{"value":"Q3 2026","label":"Q3 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q4","value":{"type":"SelectItem","props":{"value":"Q4 2026","label":"Q4 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q1","value":{"type":"SelectItem","props":{"value":"Q1 2027","label":"Q1 2027"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export review","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exportRequested","value":false}
+{"op":"add","path":"/elements/health-summary","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio health: Watch","description":{"$state":"/portfolioSummary"}},"children":[]}}
+{"op":"add","path":"/state/portfolioSummary","value":"Delivery remains broadly on plan, but two overdue milestones, three blocked work items, and capacity pressure in Engineering require intervention this week."}
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+{"op":"add","path":"/state/projectColumns/names","value":["Customer Identity Modernization","ERP Cloud Migration","Revenue Analytics Platform","Mobile Service Redesign"]}
+{"op":"add","path":"/elements/owner-col","value":{"type":"Col","props":{"label":"Owner","data":{"$state":"/projectColumns/owners"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/projectColumns/owners","value":["Maya Chen","Daniel Ortiz","Priya Shah","Lucas Martin"]}
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+{"op":"add","path":"/elements/health-col","value":{"type":"Col","props":{"label":"Health","data":{"$state":"/projectColumns/health"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/projectColumns/health","value":["At risk","Watch","On track","Complete"]}
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+{"op":"add","path":"/state/projectColumns/actions","value":["Request people","Request people","Request people","Archive project"]}
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+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r-1","severity":"Critical","variant":"danger","project":"ERP Cloud Migration","risk":"Cutover support coverage is below the approved operating model.","owner":"Daniel Ortiz"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r-2","severity":"High","variant":"warning","project":"Customer Identity Modernization","risk":"External security testing may delay pilot approval.","owner":"Maya Chen"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"r-3","severity":"Medium","variant":"info","project":"Revenue Analytics Platform","risk":"Two source-system data contracts remain unsigned.","owner":"Priya Shah"}}
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+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"Blocked work items","subtitle":"Items unable to progress"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"ListItem","props":{"title":{"$item":"item"},"subtitle":{"$template":"${project} · Blocked ${daysBlocked} days · ${blocker}"},"actionLabel":"Escalate"},"children":[]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"bw-1","item":"Finalize SSO production configuration","project":"Customer Identity Modernization","daysBlocked":5,"blocker":"Vendor certificate pending"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"bw-2","item":"Approve finance reconciliation rules","project":"ERP Cloud Migration","daysBlocked":4,"blocker":"CFO delegate decision required"}}
+{"op":"add","path":"/state/blockedItems/2","value":{"id":"bw-3","item":"Connect regional sales dataset","project":"Revenue Analytics Platform","daysBlocked":3,"blocker":"Data-sharing agreement unsigned"}}
+{"op":"add","path":"/elements/delivery-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delivery-header","delivery-chart","delivery-insight"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery pace","subtitle":"Completed work over the past six sprints"},"children":[]}}
+{"op":"add","path":"/elements/delivery-series","value":{"type":"Series","props":{"category":"Completed work items","values":{"$state":"/deliveryPace/completed"}},"children":[]}}
+{"op":"add","path":"/state/deliveryPace/completed","value":[42,47,45,51,54,49]}
+{"op":"add","path":"/elements/delivery-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/deliveryPace/sprints"},"series":["delivery-series"],"variant":"natural","xLabel":"Sprint","yLabel":"Completed items"},"children":[]}}
+{"op":"add","path":"/state/deliveryPace/sprints","value":["Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23","Sprint 24"]}
+{"op":"add","path":"/elements/delivery-insight","value":{"type":"TextContent","props":{"text":"Average pace is **48 items per sprint**. Throughput improved across the period but dipped in Sprint 24 as blocked work increased.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..bc3a7affb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"portfolio-review"}
+{"op":"add","path":"/elements/portfolio-review","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["review-header","health-summary","overview-row","delivery-section","attention-row","risk-section","projects-section"]}}
+{"op":"add","path":"/elements/review-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","header-actions"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Project Portfolio Review","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/selectedQuarter} executive review · Updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q3 2026"}
+{"op":"add","path":"/state/lastUpdated","value":"August 18, 2026"}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["quarter-select","export-button","request-people-dialog"]}}
+{"op":"add","path":"/elements/quarter-q2","value":{"type":"SelectItem","props":{"value":"Q2 2026","label":"Q2 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q3","value":{"type":"SelectItem","props":{"value":"Q3 2026","label":"Q3 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q4","value":{"type":"SelectItem","props":{"value":"Q4 2026","label":"Q4 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q1","value":{"type":"SelectItem","props":{"value":"Q1 2027","label":"Q1 2027"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"portfolioQuarter","items":["quarter-q2","quarter-q3","quarter-q4","quarter-q1"],"value":{"$bindState":"/selectedQuarter"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export review","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exportRequested","value":false}
+{"op":"add","path":"/elements/request-project-item-1","value":{"type":"SelectItem","props":{"value":"Atlas ERP Modernization","label":"Atlas ERP Modernization"},"children":[]}}
+{"op":"add","path":"/elements/request-project-item-2","value":{"type":"SelectItem","props":{"value":"Customer Identity Platform","label":"Customer Identity Platform"},"children":[]}}
+{"op":"add","path":"/elements/request-project-item-3","value":{"type":"SelectItem","props":{"value":"Mobile Checkout Refresh","label":"Mobile Checkout Refresh"},"children":[]}}
+{"op":"add","path":"/elements/request-project-item-4","value":{"type":"SelectItem","props":{"value":"Data Governance Foundation","label":"Data Governance Foundation"},"children":[]}}
+{"op":"add","path":"/elements/request-project-input","value":{"type":"Select","props":{"name":"requestProject","items":["request-project-item-1","request-project-item-2","request-project-item-3","request-project-item-4"],"placeholder":"Choose a project","value":{"$bindState":"/resourceRequest/project"}},"children":[]}}
+{"op":"add","path":"/state/resourceRequest","value":{"project":"","people":2,"role":"","rationale":""}}
+{"op":"add","path":"/elements/request-project-control","value":{"type":"FormControl","props":{"label":"Project","input":"request-project-input"},"children":[]}}
+{"op":"add","path":"/elements/request-people-input","value":{"type":"Input","props":{"name":"people","type":"number","placeholder":"2","value":{"$bindState":"/resourceRequest/people"}},"children":[]}}
+{"op":"add","path":"/elements/request-people-control","value":{"type":"FormControl","props":{"label":"Additional people","input":"request-people-input","hint":"Enter the number of people needed."},"children":[]}}
+{"op":"add","path":"/elements/request-role-input","value":{"type":"Input","props":{"name":"role","type":"text","placeholder":"e.g. Backend engineer","value":{"$bindState":"/resourceRequest/role"}},"children":[]}}
+{"op":"add","path":"/elements/request-role-control","value":{"type":"FormControl","props":{"label":"Primary role needed","input":"request-role-input"},"children":[]}}
+{"op":"add","path":"/elements/request-rationale-input","value":{"type":"TextArea","props":{"name":"rationale","placeholder":"Explain the delivery impact and timing…","rows":3,"value":{"$bindState":"/resourceRequest/rationale"}},"children":[]}}
+{"op":"add","path":"/elements/request-rationale-control","value":{"type":"FormControl","props":{"label":"Business rationale","input":"request-rationale-input"},"children":[]}}
+{"op":"add","path":"/elements/request-submit","value":{"type":"Button","props":{"label":"Submit request","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/resourceRequestSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/resourceRequestSubmitted","value":false}
+{"op":"add","path":"/elements/request-buttons","value":{"type":"Buttons","props":{"buttons":["request-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/request-form","value":{"type":"Form","props":{"name":"resourceRequestForm","buttons":"request-buttons","fields":["request-project-control","request-people-control","request-role-control","request-rationale-control"]},"children":[]}}
+{"op":"add","path":"/elements/request-people-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request people","title":"Request additional project staffing","description":"Send a resourcing request to the portfolio staffing team.","content":["request-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/health-summary","value":{"type":"Alert","props":{"title":"Portfolio health: At risk","description":{"$state":"/portfolioHealthSummary"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/portfolioHealthSummary","value":"Delivery remains achievable, but Atlas ERP and Customer Identity need intervention on staffing, overdue milestones, and critical dependencies."}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["utilization-card","budget-card","deadlines-card"]}}
+{"op":"add","path":"/elements/utilization-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["utilization-header","utilization-progress","utilization-note"]}}
+{"op":"add","path":"/elements/utilization-header","value":{"type":"CardHeader","props":{"title":"Team utilization","subtitle":"Across 46 portfolio contributors"},"children":[]}}
+{"op":"add","path":"/elements/utilization-progress","value":{"type":"Progress","props":{"value":{"$state":"/teamUtilization"},"label":{"$template":"${/teamUtilization}% allocated"}},"children":[]}}
+{"op":"add","path":"/state/teamUtilization","value":91}
+{"op":"add","path":"/elements/utilization-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"Capacity pressure","description":"Engineering is at 96%; six people are split across three or more projects."},"children":[]}}
+{"op":"add","path":"/elements/budget-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["budget-header","budget-chart"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"CardHeader","props":{"title":"Budget spent vs allocation","subtitle":"USD millions by active project"},"children":[]}}
+{"op":"add","path":"/elements/budget-spent-series","value":{"type":"Series","props":{"category":"Spent","values":[3.12,1.74,0.98,0.62]},"children":[]}}
+{"op":"add","path":"/elements/budget-allocation-series","value":{"type":"Series","props":{"category":"Allocation","values":[4.2,2.1,1.6,1.25]},"children":[]}}
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+{"op":"add","path":"/elements/deadlines-header","value":{"type":"CardHeader","props":{"title":"Next two weeks","subtitle":"Committed deadlines through September 1"},"children":[]}}
+{"op":"add","path":"/elements/deadline-item","value":{"type":"ListItem","props":{"title":{"$item":"deliverable"},"subtitle":{"$template":"${project} · ${date} · Owner: ${owner}"},"actionLabel":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/elements/deadline-list","value":{"type":"ListBlock","props":{"items":["deadline-item"],"variant":"number"},"repeat":{"statePath":"/upcomingDeadlines","key":"id"},"children":["deadline-item"]}}
+{"op":"add","path":"/state/upcomingDeadlines","value":[]}
+{"op":"add","path":"/state/upcomingDeadlines/0","value":{"id":"d1","deliverable":"Integration test exit","project":"Atlas ERP Modernization","date":"Aug 22","owner":"Maya Chen","status":"At risk"}}
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+{"op":"add","path":"/state/upcomingDeadlines/2","value":{"id":"d3","deliverable":"App Store release candidate","project":"Mobile Checkout Refresh","date":"Aug 28","owner":"Priya Shah","status":"On track"}}
+{"op":"add","path":"/state/upcomingDeadlines/3","value":{"id":"d4","deliverable":"Data owner operating model","project":"Data Governance Foundation","date":"Sep 1","owner":"Elena Rossi","status":"At risk"}}
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+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery pace — past six sprints","subtitle":"Completed story points across the portfolio"},"children":[]}}
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+{"op":"add","path":"/elements/pace-completed-series","value":{"type":"Series","props":{"category":"Completed","values":[151,163,158,169,172,176]},"children":[]}}
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+{"op":"add","path":"/elements/overdue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["overdue-header","overdue-list"]}}
+{"op":"add","path":"/elements/overdue-header","value":{"type":"CardHeader","props":{"title":"Overdue milestones","subtitle":"3 milestones require recovery plans"},"children":[]}}
+{"op":"add","path":"/elements/overdue-item","value":{"type":"ListItem","props":{"title":{"$item":"milestone"},"subtitle":{"$template":"${project} · Due ${dueDate} · ${daysLate} days late · Owner: ${owner}"},"actionLabel":"Escalate"},"children":[]}}
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+{"op":"add","path":"/state/overdueMilestones","value":[]}
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+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"Blocked work items","subtitle":"Items blocked for more than one business day"},"children":[]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"ListItem","props":{"title":{"$template":"${key} · ${title}"},"subtitle":{"$template":"${project} · Blocked ${blockedDays} days · ${blocker}"},"actionLabel":{"$item":"owner"}},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"ListBlock","props":{"items":["blocked-item"],"variant":"number"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"b1","key":"ERP-1842","title":"Reconcile historical tax records","project":"Atlas ERP Modernization","blockedDays":5,"blocker":"Waiting for vendor extract","owner":"A. Brooks"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"b2","key":"IDP-611","title":"Enable regional consent policy","project":"Customer Identity Platform","blockedDays":3,"blocker":"Legal interpretation pending","owner":"S. Malik"}}
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+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["risk-header","risk-table"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Portfolio risks","subtitle":"Open risks ranked by severity"},"children":[]}}
+{"op":"add","path":"/elements/risk-project-col","value":{"type":"Col","props":{"label":"Project","data":["Atlas ERP Modernization","Customer Identity Platform","Data Governance Foundation","Mobile Checkout Refresh"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-description-col","value":{"type":"Col","props":{"label":"Risk","data":["Migration defects may compress cutover rehearsal","Authentication vendor capacity threatens regional rollout","Business steward participation remains below plan","Payment sandbox instability may delay certification"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/risk-owner-col","value":{"type":"Col","props":{"label":"Risk owner","data":["Maya Chen","Jon Bell","Elena Rossi","Priya Shah"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-table","value":{"type":"Table","props":{"columns":["risk-project-col","risk-description-col","risk-severity-col","risk-owner-col"]},"children":[]}}
+{"op":"add","path":"/elements/projects-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["projects-header","project-list"]}}
+{"op":"add","path":"/elements/projects-header","value":{"type":"CardHeader","props":{"title":"Active projects","subtitle":"Ownership, deadline, health, budget, and portfolio actions"},"children":[]}}
+{"op":"add","path":"/elements/project-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/project-health","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":{"$cond":{"$state":"/projectBadgeMode","eq":"outline"},"$then":"outline","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/projectBadgeMode","value":"secondary"}
+{"op":"add","path":"/elements/project-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["project-name","project-health"]}}
+{"op":"add","path":"/elements/project-meta","value":{"type":"TextContent","props":{"text":{"$template":"**Owner:** ${owner}  ·  **Deadline:** ${deadline}  ·  **Stage:** ${stage}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/project-request-button","value":{"type":"Button","props":{"label":"Request people","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/resourceRequest/project","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/elements/project-archive-button","value":{"type":"Button","props":{"label":"Archive finished project","variant":"tertiary","type":"destructive","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/projects","index":{"$index":true}}}},"visible":{"$item":"finished"},"children":[]}}
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+{"op":"add","path":"/elements/project-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["project-title-row","project-meta","project-budget","project-actions"]}}
+{"op":"add","path":"/elements/project-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/projects","key":"id"},"children":["project-card"]}}
+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"p1","name":"Atlas ERP Modernization","owner":"Maya Chen","deadline":"October 30, 2026","health":"Red · intervention needed","stage":"Integration testing","spentM":"3.12","allocationM":"4.20","budgetPercent":74,"finished":false}}
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+{"op":"add","path":"/state/projects/3","value":{"id":"p4","name":"Data Governance Foundation","owner":"Elena Rossi","deadline":"November 20, 2026","health":"Amber · adoption risk","stage":"Operating model rollout","spentM":"0.62","allocationM":"1.25","budgetPercent":50,"finished":false}}
+{"op":"add","path":"/state/projects/4","value":{"id":"p5","name":"Cloud Network Segmentation","owner":"Marcus Lee","deadline":"August 14, 2026","health":"Green · delivered","stage":"Finished","spentM":"0.88","allocationM":"0.95","budgetPercent":93,"finished":true}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..f8618ff7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r1.txt
@@ -0,0 +1,103 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","region-controls","metrics-row","generation-section","plants-section","outages-section","forecast-section","maintenance-section","alerts-section","curtailment-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["console-title","system-status"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"CardHeader","props":{"title":"Power Network Operations","subtitle":"Live balancing, reliability, dispatch, and market overview"},"children":[]}}
+{"op":"add","path":"/elements/system-status","value":{"type":"Tag","props":{"text":{"$state":"/system/status"},"icon":"●","size":"lg","variant":"success"},"children":[]}}
+{"op":"add","path":"/state/system","value":{"status":"Grid stable"}}
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+{"op":"add","path":"/elements/region-form-control","value":{"type":"FormControl","props":{"label":"Region focus","input":"region-select","hint":"Filter operational readings to one control region."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-north","region-east","region-south","region-west"],"size":"medium","value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
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+{"op":"add","path":"/elements/load-label","value":{"type":"Heading","props":{"text":"Current network load","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/loadMW} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-note","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${/metrics/updatedAt} · ${/selectedRegion}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"loadMW":"31,840","capacityPercent":82,"availableHeadroomMW":"6,980","priceMWh":"€74.60","emissionsTonnes":"8,420","emissionsIntensity":"264 kg CO₂e/MWh","updatedAt":"14:32 UTC"}}
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+{"op":"add","path":"/elements/capacity-label","value":{"type":"Heading","props":{"text":"Capacity utilization","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/capacityPercent"},"label":{"$template":"${/metrics/capacityPercent}% utilized"}},"children":[]}}
+{"op":"add","path":"/elements/capacity-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/availableHeadroomMW} MW available headroom"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/price-label","value":{"type":"Heading","props":{"text":"Current market price","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/priceMWh} / MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-note","value":{"type":"TextContent","props":{"text":"Real-time system reference price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emissions-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["emissions-label","emissions-value","emissions-note"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"Heading","props":{"text":"Emissions today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/emissionsTonnes} tCO₂e"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-note","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/emissionsIntensity"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation split by source","subtitle":"Live dispatched generation across the network"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/generation/labels"},"values":{"$state":"/generation/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/generation","value":{"labels":["Wind","Gas","Nuclear","Solar","Hydro","Imports"],"values":[8900,7600,6800,4100,2740,1700]}}
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+{"op":"add","path":"/elements/plant-meta","value":{"type":"TextContent","props":{"text":{"$template":"${source} · ${region} region"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/plants","value":[]}
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+{"op":"add","path":"/elements/outages-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outages-list"]}}
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+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"o1","asset":"Eastgate 275 kV transformer","region":"East","impact":"420 MW transfer constraint; 38,000 customers exposed to reduced redundancy","started":"13:48 UTC","restoration":"18:30 UTC","variant":"warning"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"o2","asset":"South Coast feeder S-17","region":"South","impact":"12,400 customers interrupted","started":"14:05 UTC","restoration":"16:15 UTC","variant":"destructive"}}
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+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-hour demand forecast","subtitle":"Expected system demand in MW; evening peak forecast at 39,100 MW"},"children":[]}}
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+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m1","asset":"Harbor Nuclear Unit 2","region":"South","window":"20–23 Aug","scope":"Turbine inspection and protection testing","impact":"800 MW"}}
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+{"op":"add","path":"/state/maintenance/2","value":{"id":"m3","asset":"Mesa Solar inverter block C","region":"West","window":"27 Aug, 06:00–14:00","scope":"Firmware and thermal service","impact":"120 MW"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m4","asset":"Riverside CCGT Unit 1","region":"East","window":"29–30 Aug","scope":"Combustion inspection","impact":"540 MW"}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live alerts","subtitle":"Operational events appear here as they arrive"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-row"]}}
+{"op":"add","path":"/elements/alert-row","value":{"type":"Alert","props":{"title":{"$template":"${time} · ${title}"},"description":{"$template":"${message} · Region: ${region}"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"a1","time":"14:31 UTC","title":"Frequency deviation recovered","message":"System frequency returned to 50.00 Hz following a brief dip to 49.86 Hz","region":"All regions","variant":"success"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"a2","time":"14:27 UTC","title":"Reserve margin tightening","message":"Fast reserve requirement increased by 250 MW for the evening ramp","region":"All regions","variant":"warning"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"a3","time":"14:18 UTC","title":"Wind ramp detected","message":"North Ridge output increased 310 MW over 15 minutes","region":"North","variant":"info"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a4","time":"14:06 UTC","title":"Customer interruption","message":"Protection trip confirmed on South Coast feeder S-17","region":"South","variant":"destructive"}}
+{"op":"add","path":"/elements/curtailment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["curtailment-header","curtailment-form","curtailment-result"]}}
+{"op":"add","path":"/elements/curtailment-header","value":{"type":"CardHeader","props":{"title":"Order curtailment","subtitle":"Issue a controlled demand or generation curtailment instruction"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailment-order","fields":["curtailment-region-control","curtailment-amount-control","curtailment-reason-control"],"buttons":"curtailment-buttons"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-control","value":{"type":"FormControl","props":{"label":"Target region","input":"curtailment-region","hint":"Select the balancing region receiving the instruction."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region","value":{"type":"Select","props":{"name":"curtailmentRegion","items":["curtail-north","curtail-east","curtail-south","curtail-west"],"placeholder":"Choose region","rules":[{"required":true,"message":"A target region is required."}],"value":{"$bindState":"/curtailment/region"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curtail-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/curtail-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/curtail-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"East","amountMW":"150","reason":"Transmission constraint management","ordered":false}}
+{"op":"add","path":"/elements/curtailment-amount-control","value":{"type":"FormControl","props":{"label":"Curtailment amount (MW)","input":"curtailment-amount","hint":"Enter the instructed reduction in megawatts."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount","value":{"type":"Input","props":{"name":"curtailmentAmount","type":"number","placeholder":"e.g. 150","rules":[{"required":true,"message":"Curtailment amount is required."}],"value":{"$bindState":"/curtailment/amountMW"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-control","value":{"type":"FormControl","props":{"label":"Operational reason","input":"curtailment-reason","hint":"This text will be included in the dispatch instruction."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason","value":{"type":"TextArea","props":{"name":"curtailmentReason","placeholder":"State the constraint or balancing need","rows":3,"rules":[{"required":true,"message":"An operational reason is required."}],"value":{"$bindState":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["validate-curtailment","issue-curtailment"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/validate-curtailment","value":{"type":"Button","props":{"label":"Validate order","variant":"secondary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/curtailmentValidation"}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/issue-curtailment","value":{"type":"Button","props":{"label":"Issue curtailment order","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/ordered","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-result","value":{"type":"Callout","props":{"variant":"success","title":"Curtailment order issued","description":{"$template":"Instruction sent to the ${/curtailment/region} region for ${/curtailment/amountMW} MW. Reason: ${/curtailment/reason}"}},"visible":{"$state":"/curtailment/ordered","eq":true},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..5fc156b1c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r2.txt
@@ -0,0 +1,119 @@
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+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Grid Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-status","value":{"type":"Callout","props":{"variant":"success","title":"Network stable","description":"Live telemetry online · Dispatch interval: 5 minutes"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region-focus","items":["region-all","region-north","region-central","region-south","region-coastal"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All regions"}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Filters the operational view to one control region."},"children":[]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["console-title","console-status","region-control"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Current network load","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/currentLoadMW} MW"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/load-note","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${/metrics/updatedAt} · Region: ${/selectedRegion}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-label","load-value","load-note"]}}
+{"op":"add","path":"/state/metrics","value":{"currentLoadMW":"8,420","capacityMW":"10,500","capacityPercent":80.2,"reserveMarginPercent":19.8,"priceMWh":87.35,"updatedAt":"14:32 UTC","emissionsTonnes":2840,"emissionsIntensity":337}}
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+{"op":"add","path":"/elements/capacity-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/capacityPercent}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/capacity-note","value":{"type":"TextContent","props":{"text":{"$template":"Reserve margin: ${/metrics/reserveMarginPercent}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-label","capacity-value","capacity-progress","capacity-note"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"TextContent","props":{"text":"Current wholesale price","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/priceMWh} / MWh"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/price-note","value":{"type":"TextContent","props":{"text":"Real-time system marginal price","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["price-label","price-value","price-note"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"TextContent","props":{"text":"Emissions today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/emissionsTonnes} tCO₂e"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/emissions-note","value":{"type":"TextContent","props":{"text":{"$template":"Grid intensity: ${/metrics/emissionsIntensity} kgCO₂e/MWh"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["emissions-label","emissions-value","emissions-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["load-card","capacity-card","price-card","emissions-card"]}}
+{"op":"add","path":"/elements/generation-heading","value":{"type":"CardHeader","props":{"title":"Generation split by source","subtitle":"Current dispatched output across the network"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/generation/labels"},"values":{"$state":"/generation/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/generation","value":{"labels":["Gas","Wind","Nuclear","Solar","Hydro","Imports"],"values":[2520,2010,1680,920,760,530]}}
+{"op":"add","path":"/elements/generation-summary","value":{"type":"TextContent","props":{"text":"**Gas:** 2,520 MW · **Wind:** 2,010 MW · **Nuclear:** 1,680 MW · **Solar:** 920 MW · **Hydro:** 760 MW · **Imports:** 530 MW"},"children":[]}}
+{"op":"add","path":"/elements/generation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-heading","generation-chart","generation-summary"]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"CardHeader","props":{"title":"Demand forecast · Next 24 hours","subtitle":"Expected system demand with evening peak at 19:00"},"children":[]}}
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+{"op":"add","path":"/elements/plants-heading","value":{"type":"CardHeader","props":{"title":"Plant output and status","subtitle":"Live telemetry for connected generating units"},"children":[]}}
+{"op":"add","path":"/elements/plant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$template":"**${outputMW} MW** of ${capacityMW} MW · ${source} · ${region}"},"children":[]}}
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+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["plant-name","plant-output","plant-status"]}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/state/plants","value":[]}
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+{"op":"add","path":"/elements/outage-severity","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/elements/maintenance-details","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${region} · ${impact}"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
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+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"m-71","work":"Northbank Unit 2 inspection","date":"20–21 Aug","region":"North","impact":"350 MW unavailable","status":"Approved"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"m-72","Central transformer oil service","date":"24 Aug","region":"Central","impact":"N-1 constraint for 6 hours","status":"Approved"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"m-73","Coastal export cable testing","date":"27–28 Aug","region":"Coastal","impact":"Wind export capped at 1,300 MW","status":"Scheduled"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"m-74","South reactive compensation upgrade","date":"30 Aug","region":"South","impact":"No customer interruption expected","status":"Scheduled"}}
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+{"op":"add","path":"/elements/alert-time","value":{"type":"Badge","props":{"text":{"$item":"time"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/alert-message","value":{"type":"TextContent","props":{"text":{"$template":"**${title}** — ${message} · ${region}"},"children":[]}}
+{"op":"add","path":"/elements/alert-level","value":{"type":"Badge","props":{"text":{"$item":"level"},"variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/state/alerts","value":[]}
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+{"op":"add","path":"/state/alerts/2","value":{"id":"a-903","time":"14:18","title":"Voltage excursion cleared","message":"Central 400 kV bus returned to normal band","region":"Central","level":"Resolved"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"a-904","time":"14:05","title":"Solar derating","message":"Inverter temperature limits reduced Sunridge capability by 120 MW","region":"South","level":"Warning"}}
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+{"op":"add","path":"/elements/curtailment-heading","value":{"type":"CardHeader","props":{"title":"Order curtailment","subtitle":"Restricted operator action · Confirm dispatch details before issuing"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
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+{"op":"add","path":"/state/curtailment","value":{"region":"South","amountMW":100,"reason":"","duration":"30 minutes","confirmed":false}}
+{"op":"add","path":"/elements/curtailment-region-control","value":{"type":"FormControl","props":{"label":"Target region","input":"curtailment-region-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount-input","value":{"type":"Input","props":{"name":"curtailment-amount","type":"number","placeholder":"MW to curtail","value":{"$bindState":"/curtailment/amountMW"},"rules":[{"required":true},{"min":1},{"max":1000}]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount-control","value":{"type":"FormControl","props":{"label":"Curtailment amount (MW)","input":"curtailment-amount-input","hint":"Maximum single instruction: 1,000 MW."},"children":[]}}
+{"op":"add","path":"/elements/duration-15","value":{"type":"SelectItem","props":{"value":"15 minutes","label":"15 minutes"},"children":[]}}
+{"op":"add","path":"/elements/duration-30","value":{"type":"SelectItem","props":{"value":"30 minutes","label":"30 minutes"},"children":[]}}
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+{"op":"add","path":"/elements/duration-120","value":{"type":"SelectItem","props":{"value":"120 minutes","label":"120 minutes"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-duration-input","value":{"type":"Select","props":{"name":"curtailment-duration","items":["duration-15","duration-30","duration-60","duration-120"],"value":{"$bindState":"/curtailment/duration"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-duration-control","value":{"type":"FormControl","props":{"label":"Duration","input":"curtailment-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-input","value":{"type":"TextArea","props":{"name":"curtailment-reason","placeholder":"Operational reason and instruction reference","rows":3,"value":{"$bindState":"/curtailment/reason"},"rules":[{"required":true},{"minLength":10}]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-control","value":{"type":"FormControl","props":{"label":"Reason / dispatch reference","input":"curtailment-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-confirm-item","value":{"type":"CheckBoxItem","props":{"label":"I have verified reserve, regional impact, and authorization","description":"Required before an instruction can be issued.","name":"confirm-curtailment"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-confirm","value":{"type":"CheckBoxGroup","props":{"name":"curtailment-confirmation","items":["curtailment-confirm-item"],"value":{"$bindState":"/curtailment/confirmed"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-issue","value":{"type":"Button","props":{"label":"Validate & issue curtailment order","variant":"primary","type":"destructive","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/curtailmentValidation"}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["curtailment-issue"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailment-order","buttons":"curtailment-buttons","fields":["curtailment-region-control","curtailment-amount-control","curtailment-duration-control","curtailment-reason-control","curtailment-confirm"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["curtailment-heading","curtailment-form"]}}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["console-header","metrics-row","analytics-row","operations-row","planning-row","curtailment-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..fe5543aa9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r3.txt
@@ -0,0 +1,116 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","region-control","critical-alert","metrics-row","generation-grid","operations-grid","forecast-section","maintenance-section","live-alerts-section","curtailment-dialog"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["console-title","system-status"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"CardHeader","props":{"title":"Power Network Operations","subtitle":"Live system overview • 18 Aug 2026, 14:32 UTC"},"children":[]}}
+{"op":"add","path":"/elements/system-status","value":{"type":"Badge","props":{"text":{"$state":"/systemStatus"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/systemStatus","value":"SYSTEM STABLE"}
+{"op":"add","path":"/elements/region-control","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["region-field","region-focus-note"]}}
+{"op":"add","path":"/elements/region-field","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Filters the operational view to one control area."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-north","region-central","region-east","region-south","region-west"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-note","value":{"type":"TextContent","props":{"text":{"$template":"Current focus: **${/selectedRegion}**"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All regions"}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"title":"Transmission constraint — East corridor","description":"N-1 margin reduced. East–Central transfer capped at 1,150 MW; dispatch review required by 14:45 UTC.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["load-metric","capacity-metric","price-metric","emissions-metric"]}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["load-label","load-value","load-detail"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"Label","props":{"text":"CURRENT NETWORK LOAD"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/loadMw} MW"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/load-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/loadChangePct}% vs previous hour"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"loadMw":"38,420","loadChangePct":"+2.4","capacityPct":82,"availableCapacityMw":"8,430","price":"€92.40","priceChange":"+€6.10","emissions":"8,740 tCO₂e","intensity":"227 gCO₂e/kWh"}}
+{"op":"add","path":"/elements/capacity-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-label","capacity-value","capacity-progress","capacity-detail"]}}
+{"op":"add","path":"/elements/capacity-label","value":{"type":"Label","props":{"text":"CAPACITY UTILIZATION"},"children":[]}}
+{"op":"add","path":"/elements/capacity-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/capacityPct}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/capacityPct"},"label":"Network capacity used"},"children":[]}}
+{"op":"add","path":"/elements/capacity-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/availableCapacityMw} MW available headroom"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/price-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["price-label","price-value","price-detail"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"Label","props":{"text":"CURRENT WHOLESALE PRICE"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/price} / MWh"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/price-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/priceChange} since 13:30 UTC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emissions-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["emissions-label","emissions-value","emissions-detail"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"Label","props":{"text":"EMISSIONS TODAY"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/emissions"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/emissions-detail","value":{"type":"TextContent","props":{"text":{"$template":"Grid intensity: ${/metrics/intensity}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/generation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart","generation-legend"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation split","subtitle":"Live output by source • 39,180 MW total generation"},"children":[]}}
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+{"op":"add","path":"/elements/generation-legend","value":{"type":"TagBlock","props":{"tags":{"$state":"/generation/tags"}},"children":[]}}
+{"op":"add","path":"/state/generation","value":{"labels":["Gas","Wind","Nuclear","Solar","Hydro","Biomass"],"values":[11980,9240,7810,5360,3410,1380],"tags":["Gas 30.6%","Wind 23.6%","Nuclear 19.9%","Solar 13.7%","Hydro 8.7%","Biomass 3.5%"]}}
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+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Plant fleet","subtitle":"Output and operating status"},"children":[]}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["plant-col-name","plant-col-region","plant-col-source","plant-col-output","plant-col-status"]},"children":[]}}
+{"op":"add","path":"/elements/plant-col-name","value":{"type":"Col","props":{"label":"Plant","data":{"$state":"/plantColumns/name"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/outage-item","value":{"type":"Alert","props":{"title":{"$template":"${asset} • ${lostMw} MW unavailable"},"description":{"$template":"Affected region: ${region} • ${cause} • Estimated restoration: ${eta}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"out-101","asset":"Eastgate 400 kV Circuit 2","lostMw":"620","region":"East","cause":"Protection trip under investigation","eta":"16:10 UTC"}}
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+{"op":"add","path":"/elements/reserve-header","value":{"type":"CardHeader","props":{"title":"Operating reserve","subtitle":"Available synchronized and fast-start capacity"},"children":[]}}
+{"op":"add","path":"/elements/reserve-progress","value":{"type":"Progress","props":{"value":68,"label":"3,240 MW available • 68% of target reserve"},"children":[]}}
+{"op":"add","path":"/elements/reserve-note","value":{"type":"Callout","props":{"variant":"info","title":"Reserve requirement elevated","description":"Carry an additional 450 MW through the evening peak due to East corridor constraints."},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-header","forecast-chart","forecast-note"]}}
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+{"op":"add","path":"/elements/forecast-high-series","value":{"type":"Series","props":{"category":"High case","values":{"$state":"/forecast/high"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-low-series","value":{"type":"Series","props":{"category":"Low case","values":{"$state":"/forecast/low"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"Forecast evening peak: 43,760 MW at 19:00 UTC","description":"Expected headroom at peak is 3,090 MW before reserve requirements."},"children":[]}}
+{"op":"add","path":"/state/forecast","value":{"labels":["15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00","00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00"],"expected":[39100,40200,41700,43100,43760,42900,41400,39600,37400,35100,32900,31200,30100,29600,30100,31800,34100,36500,38200,39400,40100,40700,41000,40500],"high":[39900,41100,42600,44100,44850,44000,42500,40700,38500,36200,34000,32300,31200,30700,31200,32900,35200,37600,39300,40500,41200,41800,42100,41600],"low":[38300,39300,40800,42100,42670,41800,40300,38500,36300,34000,31800,30100,29000,28500,29000,30700,33000,35400,37100,38300,39000,39600,39900,39400]}}
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-table"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned maintenance — August 2026","subtitle":"Approved work affecting generation or transmission capacity"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-table","value":{"type":"Table","props":{"columns":["maint-asset-col","maint-region-col","maint-window-col","maint-impact-col","maint-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/maint-asset-col","value":{"type":"Col","props":{"label":"Asset","data":{"$state":"/maintenanceColumns/asset"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-region-col","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/maintenanceColumns/region"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-window-col","value":{"type":"Col","props":{"label":"Window","data":{"$state":"/maintenanceColumns/window"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-impact-col","value":{"type":"Col","props":{"label":"Capacity impact","data":{"$state":"/maintenanceColumns/impact"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/maint-status-col","value":{"type":"Col","props":{"label":"Approval","data":{"$state":"/maintenanceColumns/status"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/maintenanceColumns","value":{"asset":["Hartwell Unit 1 refuelling","North–Central Interconnector","Ravensbank GT-4 inspection","Kestrel Dam governor test"],"region":["West","North / Central","Central","North"],"window":["20–27 Aug","22 Aug, 00:00–08:00","25 Aug, 06:00–18:00","29 Aug, 09:00–13:00"],"impact":["1,050 MW","900 MW transfer limit","310 MW","120 MW"],"status":["Approved","Approved with conditions","Approved","Pending final permit"]}}
+{"op":"add","path":"/elements/live-alerts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live alerts","subtitle":"Newest operational events appear first"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/liveAlerts","key":"id"},"children":["live-alert-item"]}}
+{"op":"add","path":"/elements/live-alert-item","value":{"type":"TextCallout","props":{"variant":{"$item":"variant"},"title":{"$template":"${time} • ${title}"},"description":{"$template":"${region}: ${description}"},"children":[]}}
+{"op":"add","path":"/state/liveAlerts","value":[]}
+{"op":"add","path":"/state/liveAlerts/0","value":{"id":"alert-301","time":"14:31 UTC","title":"Frequency restored","region":"System-wide","description":"Frequency returned to 50.01 Hz after a brief deviation.","variant":"success"}}
+{"op":"add","path":"/state/liveAlerts/1","value":{"id":"alert-302","time":"14:27 UTC","title":"Constraint threshold crossed","region":"East","description":"East–Central corridor loading reached 94% of temporary limit.","variant":"warning"}}
+{"op":"add","path":"/state/liveAlerts/2","value":{"id":"alert-303","time":"14:19 UTC","title":"Plant output change","region":"North","description":"Northshore Wind increased output by 180 MW over 10 minutes.","variant":"info"}}
+{"op":"add","path":"/state/liveAlerts/3","value":{"id":"alert-304","time":"14:08 UTC","title":"Outage update","region":"South","description":"South Fen collector restoration estimate revised to 19 Aug, 11:30 UTC.","variant":"danger"}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Issue curtailment order","title":"Order generation curtailment","description":"Create a controlled dispatch instruction. Review scope and impact before issuing.","content":["curtailment-form"],"triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailment-order","fields":["curtail-region-control","curtail-source-control","curtail-volume-control","curtail-reason-control"],"buttons":"curtail-buttons"},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-control","value":{"type":"FormControl","props":{"label":"Region","input":"curtail-region-input","hint":"Control area receiving the instruction."},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-input","value":{"type":"Select","props":{"name":"curtailment-region","items":["curtail-region-north","curtail-region-central","curtail-region-east","curtail-region-south","curtail-region-west"],"placeholder":"Select region","value":{"$bindState":"/curtailment/region"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/curtail-region-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"East","source":"Wind","volumeMw":"250","reason":"Transmission constraint management","issued":false}}
+{"op":"add","path":"/elements/curtail-source-control","value":{"type":"FormControl","props":{"label":"Generation source","input":"curtail-source-input"},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-input","value":{"type":"Select","props":{"name":"curtailment-source","items":["curtail-source-wind","curtail-source-solar","curtail-source-gas","curtail-source-hydro","curtail-source-biomass"],"value":{"$bindState":"/curtailment/source"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-wind","value":{"type":"SelectItem","props":{"value":"Wind","label":"Wind"},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-solar","value":{"type":"SelectItem","props":{"value":"Solar","label":"Solar"},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-gas","value":{"type":"SelectItem","props":{"value":"Gas","label":"Gas"},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-hydro","value":{"type":"SelectItem","props":{"value":"Hydro","label":"Hydro"},"children":[]}}
+{"op":"add","path":"/elements/curtail-source-biomass","value":{"type":"SelectItem","props":{"value":"Biomass","label":"Biomass"},"children":[]}}
+{"op":"add","path":"/elements/curtail-volume-control","value":{"type":"FormControl","props":{"label":"Curtailment volume (MW)","input":"curtail-volume-input","hint":"Enter the maximum reduction to request."},"children":[]}}
+{"op":"add","path":"/elements/curtail-volume-input","value":{"type":"Input","props":{"name":"curtailment-volume","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/curtailment/volumeMw"},"rules":[{"required":true},{"min":1},{"max":2000}]},"children":[]}}
+{"op":"add","path":"/elements/curtail-reason-control","value":{"type":"FormControl","props":{"label":"Operational reason","input":"curtail-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/curtail-reason-input","value":{"type":"TextArea","props":{"name":"curtailment-reason","rows":3,"placeholder":"State the operational justification","value":{"$bindState":"/curtailment/reason"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/curtail-buttons","value":{"type":"Buttons","props":{"buttons":["curtail-validate-button","curtail-issue-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/curtail-validate-button","value":{"type":"Button","props":{"label":"Validate order","variant":"secondary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/curtailmentValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/curtail-issue-button","value":{"type":"Button","props":{"label":"Issue curtailment order","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/issued","value":true}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentValidation","value":{"valid":false,"errors":{}}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..a03ca0d51
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-power__r4.txt
@@ -0,0 +1,117 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","region-controls","metrics-row","system-alerts","operations-grid","forecast-section","maintenance-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["console-title","system-badge"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"CardHeader","props":{"title":"Power Network Operations","subtitle":"Live system overview • 18 Aug 2026, 14:20"},"children":[]}}
+{"op":"add","path":"/elements/system-badge","value":{"type":"Badge","props":{"text":{"$state":"/system/status"},"variant":{"$cond":{"$state":"/system/status","eq":"Stable"},"$then":"secondary","$else":"destructive"}},"children":[]}}
+{"op":"add","path":"/state/system","value":{"status":"Stable","loadGW":38.7,"capacityGW":46.5,"capacityPct":83,"priceMWh":92.4,"emissionsTodayKt":126.8,"emissionsIntensity":318}}
+{"op":"add","path":"/elements/region-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["region-field","region-summary"]}}
+{"op":"add","path":"/elements/region-field","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Filters plants, outages, maintenance and operational context."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-north","region-central","region-east","region-south","region-west"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All regions"}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/region-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/region-summary","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Operational scope: ${/selectedRegion}"},"description":"Regional selection is applied to operational lists below; system-wide metrics remain visible."},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["load-metric","capacity-metric","price-metric","emissions-metric"]}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["load-label","load-value"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"Heading","props":{"text":"Current network load","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/system/loadGW} GW** of ${/system/capacityGW} GW available"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/capacity-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-label","capacity-progress","capacity-headroom"]}}
+{"op":"add","path":"/elements/capacity-label","value":{"type":"Heading","props":{"text":"Capacity utilization","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/system/capacityPct"},"label":{"$template":"${/system/capacityPct}% utilized"}},"children":[]}}
+{"op":"add","path":"/elements/capacity-headroom","value":{"type":"TextContent","props":{"text":"7.8 GW headroom before rated capacity","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/price-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["price-label","price-value"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"Heading","props":{"text":"Current wholesale price","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"TextContent","props":{"text":{"$template":"**$${/system/priceMWh} / MWh**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["emissions-label","emissions-value","emissions-intensity"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"Heading","props":{"text":"Emissions today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/system/emissionsTodayKt} kt CO₂e**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-intensity","value":{"type":"TextContent","props":{"text":{"$template":"Current intensity: ${/system/emissionsIntensity} kg CO₂e/MWh"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/system-alerts","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alerts-feed"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live alerts","subtitle":"Newest first • updates as events arrive"},"children":[]}}
+{"op":"add","path":"/elements/alerts-feed","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$template":"${time} • ${title}"},"description":{"$template":"${region}: ${description}"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"alert-1","time":"14:18","title":"Reserve margin tightening","region":"System-wide","description":"Operating reserve is 1.9 GW; monitor evening peak conditions.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"alert-2","time":"14:11","title":"Wind output recovering","region":"West","description":"Output increased 420 MW over the last 30 minutes.","variant":"success"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"alert-3","time":"13:56","title":"Transmission constraint active","region":"East","description":"Harbor–Metro 400 kV corridor limited to 1,150 MW.","variant":"info"}}
+{"op":"add","path":"/state/alerts/3","value":{"id":"alert-4","time":"13:42","title":"Unit trip confirmed","region":"North","description":"Northbank Gas 2 tripped automatically; investigation underway.","variant":"destructive"}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["generation-section","plants-section","outages-section","curtailment-section"]}}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart","generation-legend"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation split","subtitle":"Current dispatched output by source"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/generation/labels"},"values":{"$state":"/generation/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/generation","value":{"labels":["Gas","Wind","Nuclear","Solar","Hydro","Imports"],"values":[11.8,9.6,7.4,4.8,3.2,1.9]}}
+{"op":"add","path":"/elements/generation-legend","value":{"type":"TagBlock","props":{"tags":["Gas 11.8 GW","Wind 9.6 GW","Nuclear 7.4 GW","Solar 4.8 GW","Hydro 3.2 GW","Imports 1.9 GW"]},"children":[]}}
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plants-header","plants-list"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Plant output and status","subtitle":"Major generating units in the selected operational scope"},"children":[]}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["plant-details","plant-output","plant-status"]}}
+{"op":"add","path":"/elements/plant-details","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${source} • ${region}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$template":"**${outputMW} MW** / ${capacityMW} MW"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badge"}},"children":[]}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"plant-1","name":"Riverside CCGT","source":"Gas","region":"Central","outputMW":1840,"capacityMW":2100,"status":"Online","badge":"secondary"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"plant-2","name":"Seabreeze Offshore","source":"Wind","region":"East","outputMW":2260,"capacityMW":2800,"status":"Online","badge":"secondary"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"plant-3","name":"North Coast Nuclear","source":"Nuclear","region":"North","outputMW":3180,"capacityMW":3200,"status":"Online","badge":"secondary"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"plant-4","name":"Sunplain Solar Park","source":"Solar","region":"South","outputMW":1120,"capacityMW":1600,"status":"Online","badge":"secondary"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"plant-5","name":"Northbank Gas 2","source":"Gas","region":"North","outputMW":0,"capacityMW":620,"status":"Tripped","badge":"destructive"}}
+{"op":"add","path":"/state/plants/5","value":{"id":"plant-6","name":"Highland Pumped Storage","source":"Hydro","region":"West","outputMW":540,"capacityMW":900,"status":"Dispatching","badge":"outline"}}
+{"op":"add","path":"/elements/outages-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active outages","subtitle":"Generation and transmission events with affected regions"},"children":[]}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-row"]}}
+{"op":"add","path":"/elements/outage-row","value":{"type":"TextCallout","props":{"variant":{"$item":"variant"},"title":{"$template":"${asset} • ${region}"},"description":{"$template":"${impact} | Started ${started} | ETR ${etr}"}},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"out-1","asset":"Northbank Gas 2","region":"North","impact":"620 MW unavailable after unit trip","started":"13:39","etr":"18:00 today","variant":"danger"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"out-2","asset":"Harbor–Metro 400 kV circuit B","region":"East","impact":"Transfer capacity reduced by 450 MW","started":"12:15","etr":"22:30 today","variant":"warning"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"out-3","asset":"Pine Ridge Wind feeders 7–9","region":"West","impact":"180 MW unavailable due to protection fault","started":"10:42","etr":"16:00 today","variant":"warning"}}
+{"op":"add","path":"/elements/curtailment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["curtailment-header","curtailment-callout","curtailment-form","curtailment-confirmation"]}}
+{"op":"add","path":"/elements/curtailment-header","value":{"type":"CardHeader","props":{"title":"Order curtailment","subtitle":"Issue a controlled demand-reduction instruction"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Operator authorization required","description":"Confirm system conditions and notify the affected regional desk before issuing an order."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailment-order","fields":["curtailment-region-field","curtailment-amount-field","curtailment-duration-field","curtailment-reason-field"],"buttons":"curtailment-buttons"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-field","value":{"type":"FormControl","props":{"label":"Region","input":"curtailment-region-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-input","value":{"type":"Select","props":{"name":"curtailmentRegion","items":["curt-north","curt-central","curt-east","curt-south","curt-west"],"placeholder":"Select affected region","value":{"$bindState":"/curtailment/region"}},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"","amountMW":250,"duration":"60 minutes","reason":""}}
+{"op":"add","path":"/elements/curt-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curt-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curt-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/curt-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/curt-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount-field","value":{"type":"FormControl","props":{"label":"Curtailment amount (MW)","input":"curtailment-amount-input","hint":"Permitted range: 50–1,500 MW."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-amount-input","value":{"type":"Input","props":{"name":"curtailmentAmount","type":"number","placeholder":"250","value":{"$bindState":"/curtailment/amountMW"},"rules":[{"required":true},{"min":50},{"max":1500}]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-duration-field","value":{"type":"FormControl","props":{"label":"Duration","input":"curtailment-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-duration-input","value":{"type":"Select","props":{"name":"curtailmentDuration","items":["duration-30","duration-60","duration-90","duration-120"],"value":{"$bindState":"/curtailment/duration"}},"children":[]}}
+{"op":"add","path":"/elements/duration-30","value":{"type":"SelectItem","props":{"value":"30 minutes","label":"30 minutes"},"children":[]}}
+{"op":"add","path":"/elements/duration-60","value":{"type":"SelectItem","props":{"value":"60 minutes","label":"60 minutes"},"children":[]}}
+{"op":"add","path":"/elements/duration-90","value":{"type":"SelectItem","props":{"value":"90 minutes","label":"90 minutes"},"children":[]}}
+{"op":"add","path":"/elements/duration-120","value":{"type":"SelectItem","props":{"value":"120 minutes","label":"120 minutes"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-field","value":{"type":"FormControl","props":{"label":"Operational reason","input":"curtailment-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-input","value":{"type":"TextArea","props":{"name":"curtailmentReason","placeholder":"Describe the constraint and authorization reference","rows":3,"value":{"$bindState":"/curtailment/reason"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["validate-curtailment","issue-curtailment"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/validate-curtailment","value":{"type":"Button","props":{"label":"Validate order","variant":"secondary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/curtailmentValidation"}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentValidation","value":{"valid":false,"errors":{}}}
+{"op":"add","path":"/elements/issue-curtailment","value":{"type":"Button","props":{"label":"Issue curtailment order","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailmentIssued","value":true}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentIssued","value":false}
+{"op":"add","path":"/elements/curtailment-confirmation","value":{"type":"Alert","props":{"title":"Curtailment order queued","description":{"$template":"${/curtailment/amountMW} MW in ${/curtailment/region} for ${/curtailment/duration}. Awaiting dispatch acknowledgment."},"variant":"success"},"visible":{"$state":"/curtailmentIssued"},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-header","forecast-chart","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-hour demand forecast","subtitle":"Expected load with high and low confidence bounds"},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/forecast/labels"},"series":["forecast-expected-series","forecast-high-series","forecast-low-series"],"variant":"natural","xLabel":"Hour","yLabel":"Demand (GW)"},"children":[]}}
+{"op":"add","path":"/elements/forecast-expected-series","value":{"type":"Series","props":{"category":"Expected","values":{"$state":"/forecast/expected"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-high-series","value":{"type":"Series","props":{"category":"High case","values":{"$state":"/forecast/high"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-low-series","value":{"type":"Series","props":{"category":"Low case","values":{"$state":"/forecast/low"}},"children":[]}}
+{"op":"add","path":"/state/forecast","value":{"labels":["15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00","00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00"],"expected":[39.1,40.0,41.4,43.2,44.1,43.6,42.2,40.5,38.8,36.9,35.4,34.1,33.5,33.2,33.8,35.1,37.4,39.6,40.8,40.2,39.5,39.0,38.8,39.2],"high":[40.0,40.9,42.4,44.3,45.3,44.8,43.4,41.7,40.0,38.1,36.6,35.3,34.7,34.4,35.0,36.3,38.6,40.8,42.0,41.4,40.7,40.2,40.0,40.4],"low":[38.2,39.1,40.4,42.1,42.9,42.4,41.0,39.3,37.6,35.7,34.2,32.9,32.3,32.0,32.6,33.9,36.2,38.4,39.6,39.0,38.3,37.8,37.6,38.0]}}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"Forecast peak: 44.1 GW at 19:00","description":"High-case demand reaches 45.3 GW, leaving approximately 1.2 GW below rated network capacity."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned maintenance • August 2026","subtitle":"Approved work affecting generation or transmission capacity"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-row"]}}
+{"op":"add","path":"/elements/maintenance-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["maintenance-details","maintenance-impact","maintenance-status"]}}
+{"op":"add","path":"/elements/maintenance-details","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}**\n${date} • ${region}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-impact","value":{"type":"TextContent","props":{"text":{"$template":"${work}\nImpact: ${impact}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badge"}},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"maint-1","asset":"Riverside CCGT Unit 1","date":"20 Aug, 02:00–08:00","region":"Central","work":"Combustion inspection","impact":"420 MW unavailable","status":"Approved","badge":"secondary"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"maint-2","asset":"Westmoor–Capital 275 kV line","date":"23 Aug, 00:30–06:30","region":"West","work":"Insulator replacement","impact":"Transfer limit reduced 300 MW","status":"Approved","badge":"secondary"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"maint-3","asset":"North Coast Nuclear Unit B","date":"26–28 Aug","region":"North","work":"Planned refueling preparation","impact":"1,580 MW unavailable","status":"Contingency review","badge":"outline"}}
+{"op":"add","path":"/state/maintenance/3","value":{"id":"maint-4","asset":"Sunplain inverter block 4","date":"30 Aug, 07:00–17:00","region":"South","work":"Firmware and protection testing","impact":"190 MW unavailable","status":"Scheduled","badge":"secondary"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..89d9a43a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,127 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","kpi-row","traffic-section","performance-row","operations-row","reorder-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","store-selector-control","business-date"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/selectedStore} · Live operating overview"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"Downtown Flagship — Store 014"}
+{"op":"add","path":"/elements/store-selector-control","value":{"type":"FormControl","props":{"label":"View a different store","input":"store-selector","hint":"Switching updates the console view."},"children":["store-selector"]}}
+{"op":"add","path":"/elements/store-selector","value":{"type":"Select","props":{"name":"store","items":["store-option-1","store-option-2","store-option-3"],"size":"medium","value":{"$bindState":"/selectedStore"}},"children":[]}}
+{"op":"add","path":"/elements/store-option-1","value":{"type":"SelectItem","props":{"value":"Downtown Flagship — Store 014","label":"Downtown Flagship — Store 014"},"children":[]}}
+{"op":"add","path":"/elements/store-option-2","value":{"type":"SelectItem","props":{"value":"Riverside Mall — Store 027","label":"Riverside Mall — Store 027"},"children":[]}}
+{"op":"add","path":"/elements/store-option-3","value":{"type":"SelectItem","props":{"value":"Northgate — Store 031","label":"Northgate — Store 031"},"children":[]}}
+{"op":"add","path":"/elements/business-date","value":{"type":"Tag","props":{"text":{"$state":"/businessDate"},"icon":"calendar","size":"md","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/businessDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["sales-kpi","basket-kpi","returns-kpi","week-kpi"]}}
+{"op":"add","path":"/elements/sales-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-heading","sales-value","sales-target","sales-progress","sales-status"]}}
+{"op":"add","path":"/elements/sales-heading","value":{"type":"Heading","props":{"text":"Sales today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sales-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/salesToday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"salesToday":"$42,680","salesTarget":"$50,000 target","salesProgress":85,"salesPace":"85% achieved · $7,320 remaining","averageBasket":"$68.40","basketChange":"↑ 6.2% vs last week","returnsWeek":"$2,140","returnsDetail":"31 returns · 2.1% of sales","weekSales":"$238,900","weekComparison":"↑ 8.7% vs last week ($219,800)"}}
+{"op":"add","path":"/elements/sales-target","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/salesTarget"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesProgress"},"label":"Daily target progress"},"children":[]}}
+{"op":"add","path":"/elements/sales-status","value":{"type":"Badge","props":{"text":{"$state":"/metrics/salesPace"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/basket-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basket-heading","basket-value","basket-change"]}}
+{"op":"add","path":"/elements/basket-heading","value":{"type":"Heading","props":{"text":"Average basket size","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/averageBasket"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/basketChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/returns-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["returns-heading","returns-value","returns-detail"]}}
+{"op":"add","path":"/elements/returns-heading","value":{"type":"Heading","props":{"text":"Returns this week","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/returnsWeek"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/returnsDetail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/week-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["week-heading","week-value","week-change"]}}
+{"op":"add","path":"/elements/week-heading","value":{"type":"Heading","props":{"text":"This week vs last week","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/week-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/weekSales"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/week-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/weekComparison"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"Hourly entrances today; peak traffic was 1–2 PM."},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/traffic/labels"},"series":["traffic-series"],"variant":"natural","xLabel":"Hour","yLabel":"Visitors"},"children":["traffic-series"]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Today","values":{"$state":"/traffic/values"}},"children":[]}}
+{"op":"add","path":"/state/traffic","value":{"labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM"],"values":[42,76,113,158,204,188,171,149,126,94]}}
+{"op":"add","path":"/elements/performance-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["best-sellers-card","promotions-card","week-chart-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Units sold today"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["best-seller-name","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Badge","props":{"text":{"$template":"${units} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"CloudSoft Crew Sweatshirt","units":84}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Everyday Straight Jeans","units":71}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Ribbed Essential Tee","units":63}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"City Runner Sneakers","units":49}}
+{"op":"add","path":"/elements/promotions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotions-header","promotions-list"]}}
+{"op":"add","path":"/elements/promotions-header","value":{"type":"CardHeader","props":{"title":"Running promotions","subtitle":"Performance against campaign goal"},"children":[]}}
+{"op":"add","path":"/elements/promotions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promotion-row"]}}
+{"op":"add","path":"/elements/promotion-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["promotion-name","promotion-result","promotion-progress"]}}
+{"op":"add","path":"/elements/promotion-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/promotion-result","value":{"type":"TextContent","props":{"text":{"$template":"${result} · ${uplift}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/promotion-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$item":"goalLabel"}},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"promo-1","name":"Summer Essentials — 20% off","result":"$18,420 attributed","uplift":"+14% sales uplift","progress":92,"goalLabel":"92% of revenue goal"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"promo-2","name":"Buy 2 Tees, Get 1 Free","result":"146 redemptions","uplift":"+21% units per basket","progress":81,"goalLabel":"81% of redemption goal"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"promo-3","name":"Members Double Points","result":"238 member baskets","uplift":"+9% member traffic","progress":68,"goalLabel":"68% of participation goal"}}
+{"op":"add","path":"/elements/week-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-chart-header","week-chart"]}}
+{"op":"add","path":"/elements/week-chart-header","value":{"type":"CardHeader","props":{"title":"Weekly sales comparison","subtitle":"Daily sales, this week and last week"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyComparison/labels"},"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($000s)"},"children":["this-week-series","last-week-series"]}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This week","values":{"$state":"/weeklyComparison/thisWeek"}},"children":[]}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last week","values":{"$state":"/weeklyComparison/lastWeek"}},"children":[]}}
+{"op":"add","path":"/state/weeklyComparison","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"thisWeek":[38.2,42.7,35.4,39.8,46.1,36.7,0],"lastWeek":[34.9,39.1,33.8,37.6,42.3,32.1,0]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["stock-card","shift-card","register-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-alert","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Items out of stock","subtitle":"Immediate replenishment attention"},"children":[]}}
+{"op":"add","path":"/elements/stock-alert","value":{"type":"Alert","props":{"title":"4 SKUs unavailable","description":"Two items have active customer demand today.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stock-name","stock-detail"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-detail","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · ${lastSold}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"oos-1","name":"City Runner Sneakers — White / 9","sku":"CRS-WHT-09","lastSold":"last unit sold 11:42 AM"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos-2","name":"Linen Blend Shirt — Navy / M","sku":"LBS-NVY-M","lastSold":"last unit sold 12:18 PM"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"oos-3","name":"Canvas Weekender — Olive","sku":"CWK-OLV","lastSold":"last unit sold yesterday"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos-4","name":"Classic Leather Belt — Brown / 34","sku":"CLB-BRN-34","lastSold":"last unit sold 10:06 AM"}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"Current and upcoming coverage"},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shiftTeam","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["shift-avatar","shift-info","shift-status"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/shift-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["shift-name","shift-hours"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shift-hours","value":{"type":"TextContent","props":{"text":{"$item":"hours"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"active"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/shiftTeam","value":[]}
+{"op":"add","path":"/state/shiftTeam/0","value":{"id":"staff-1","name":"Maya Chen","initials":"MC","role":"Store Manager","hours":"8:00 AM–5:00 PM","status":"On floor","active":true}}
+{"op":"add","path":"/state/shiftTeam/1","value":{"id":"staff-2","name":"Jordan Reed","initials":"JR","role":"Keyholder","hours":"9:00 AM–6:00 PM","status":"On floor","active":true}}
+{"op":"add","path":"/state/shiftTeam/2","value":{"id":"staff-3","name":"Priya Shah","initials":"PS","role":"Sales Associate","hours":"10:00 AM–7:00 PM","status":"On floor","active":true}}
+{"op":"add","path":"/state/shiftTeam/3","value":{"id":"staff-4","name":"Leo Martinez","initials":"LM","role":"Sales Associate","hours":"12:00 PM–9:00 PM","status":"On break","active":false}}
+{"op":"add","path":"/state/shiftTeam/4","value":{"id":"staff-5","name":"Nina Brooks","initials":"NB","role":"Stock Associate","hours":"2:00 PM–10:00 PM","status":"Starts 2 PM","active":false}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-header","register-list"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Live lane availability"},"children":[]}}
+{"op":"add","path":"/elements/register-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${operator}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"open"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","operator":"Jordan","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","operator":"Priya","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","operator":"Unassigned","status":"Closed","open":false}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4","operator":"Maya","status":"Open","open":true}}
+{"op":"add","path":"/state/registers/4","value":{"id":"reg-5","name":"Mobile POS","operator":"Leo","status":"Open","open":true}}
+{"op":"add","path":"/elements/reorder-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["reorder-header","reorder-form","reorder-confirmation"]}}
+{"op":"add","path":"/elements/reorder-header","value":{"type":"CardHeader","props":{"title":"Reorder an item","subtitle":"Create a replenishment request for the selected store."},"children":[]}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorder-item","fields":["reorder-item-control","reorder-quantity-control","reorder-priority-control"],"buttons":"reorder-buttons"},"children":["reorder-item-control","reorder-quantity-control","reorder-priority-control","reorder-buttons"]}}
+{"op":"add","path":"/elements/reorder-item-control","value":{"type":"FormControl","props":{"label":"Item","input":"reorder-item-select","hint":"Includes all currently out-of-stock SKUs."},"children":["reorder-item-select"]}}
+{"op":"add","path":"/elements/reorder-item-select","value":{"type":"Select","props":{"name":"reorderSku","items":["reorder-option-1","reorder-option-2","reorder-option-3","reorder-option-4"],"placeholder":"Choose an item","value":{"$bindState":"/reorder/item"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-1","value":{"type":"SelectItem","props":{"value":"CRS-WHT-09","label":"City Runner Sneakers — White / 9"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-2","value":{"type":"SelectItem","props":{"value":"LBS-NVY-M","label":"Linen Blend Shirt — Navy / M"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-3","value":{"type":"SelectItem","props":{"value":"CWK-OLV","label":"Canvas Weekender — Olive"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-4","value":{"type":"SelectItem","props":{"value":"CLB-BRN-34","label":"Classic Leather Belt — Brown / 34"},"children":[]}}
+{"op":"add","path":"/state/reorder","value":{"item":"","quantity":12,"priority":"Standard","submitted":false}}
+{"op":"add","path":"/elements/reorder-quantity-control","value":{"type":"FormControl","props":{"label":"Quantity","input":"reorder-quantity","hint":"Enter units requested."},"children":["reorder-quantity"]}}
+{"op":"add","path":"/elements/reorder-quantity","value":{"type":"Input","props":{"name":"reorderQuantity","type":"number","placeholder":"12","value":{"$bindState":"/reorder/quantity"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"reorder-priority"},"children":["reorder-priority"]}}
+{"op":"add","path":"/elements/reorder-priority","value":{"type":"RadioGroup","props":{"name":"reorderPriority","items":["priority-standard","priority-urgent"],"value":{"$bindState":"/reorder/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priority-standard","value":{"type":"RadioItem","props":{"label":"Standard","description":"Next scheduled delivery","value":"Standard"},"children":[]}}
+{"op":"add","path":"/elements/priority-urgent","value":{"type":"RadioItem","props":{"label":"Urgent","description":"Expedite due to active demand","value":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/reorder-buttons","value":{"type":"Buttons","props":{"buttons":["submit-reorder"],"direction":"row"},"children":["submit-reorder"]}}
+{"op":"add","path":"/elements/submit-reorder","value":{"type":"Button","props":{"label":"Submit reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorder/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Reorder request created","description":{"$template":"${/reorder/quantity} units of SKU ${/reorder/item} requested with ${/reorder/priority} priority for ${/selectedStore}."}},"visible":{"$state":"/reorder/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..3bc1215a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"manager-console"}
+{"op":"add","path":"/elements/manager-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topbar","alert-stock","kpi-row","traffic-card","performance-row","operations-row","promotions-card","reorder-dialog"]}}
+{"op":"add","path":"/elements/topbar","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["title-block","store-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/selectedStore} · Tuesday, August 18, 2026 · Updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"Downtown — Store 014"}
+{"op":"add","path":"/state/lastUpdated","value":"2:35 PM"}
+{"op":"add","path":"/elements/store-control","value":{"type":"FormControl","props":{"label":"View another store","input":"store-select","hint":"Switches the dashboard location"},"children":["store-select"]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","items":["store-downtown","store-riverside","store-airport"],"size":"medium","value":{"$bindState":"/selectedStore"}},"children":[]}}
+{"op":"add","path":"/elements/store-downtown","value":{"type":"SelectItem","props":{"value":"Downtown — Store 014","label":"Downtown — Store 014"},"children":[]}}
+{"op":"add","path":"/elements/store-riverside","value":{"type":"SelectItem","props":{"value":"Riverside — Store 022","label":"Riverside — Store 022"},"children":[]}}
+{"op":"add","path":"/elements/store-airport","value":{"type":"SelectItem","props":{"value":"Airport — Store 031","label":"Airport — Store 031"},"children":[]}}
+{"op":"add","path":"/elements/alert-stock","value":{"type":"Alert","props":{"title":"4 items are out of stock","description":"Two priority products need immediate replenishment. Use Reorder item below to create a request.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["sales-card","basket-card","returns-card","week-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-label","sales-value","sales-target","sales-progress","sales-status"]}}
+{"op":"add","path":"/elements/sales-label","value":{"type":"TextContent","props":{"text":"Sales today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sales-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/salesToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sales-target","value":{"type":"TextContent","props":{"text":{"$template":"Target ${/metrics/salesTarget} · ${/metrics/salesPercent}% achieved"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesPercent"},"label":"Daily target progress"},"children":[]}}
+{"op":"add","path":"/elements/sales-status","value":{"type":"Badge","props":{"text":"On pace","variant":"default"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"salesToday":"$18,740","salesTarget":"$24,000","salesPercent":78,"averageBasket":"$64.20","basketChange":"+5.8% vs last week","returnsWeek":"$1,184","returnRate":"2.3% of sales","weekSales":"$126,480","lastWeekSales":"$118,920","weekChange":"+6.4%"}}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basket-label","basket-value","basket-change"]}}
+{"op":"add","path":"/elements/basket-label","value":{"type":"TextContent","props":{"text":"Average basket size","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageBasket"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/basket-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/basketChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["returns-label","returns-value","returns-rate"]}}
+{"op":"add","path":"/elements/returns-label","value":{"type":"TextContent","props":{"text":"Returns this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/returnsWeek"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/returns-rate","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/returnRate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["week-label","week-value","week-comparison","week-change"]}}
+{"op":"add","path":"/elements/week-label","value":{"type":"TextContent","props":{"text":"This week vs last week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/week-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/weekSales"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/week-comparison","value":{"type":"TextContent","props":{"text":{"$template":"Last week: ${/metrics/lastWeekSales}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/week-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/weekChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"Hourly visitors; peak traffic occurred at 1 PM"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/traffic/labels"},"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Today","values":{"$state":"/traffic/values"}},"children":[]}}
+{"op":"add","path":"/state/traffic","value":{"labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM"],"values":[42,68,91,126,158,149,133,121,110,84]}}
+{"op":"add","path":"/elements/performance-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["best-sellers-card","week-chart-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Units sold today"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["best-seller-name","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Badge","props":{"text":{"$template":"${units} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"Classic Oxford Shirt","units":86}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Everyday Canvas Tote","units":73}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Slim Chino — Navy","units":61}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"Merino Crew Sweater","units":48}}
+{"op":"add","path":"/elements/week-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-chart-header","week-chart"]}}
+{"op":"add","path":"/elements/week-chart-header","value":{"type":"CardHeader","props":{"title":"Weekly sales comparison","subtitle":"This week is tracking 6.4% ahead"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyComparison/labels"},"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This week","values":{"$state":"/weeklyComparison/thisWeek"}},"children":[]}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last week","values":{"$state":"/weeklyComparison/lastWeek"}},"children":[]}}
+{"op":"add","path":"/state/weeklyComparison","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"thisWeek":[21800,24700,23100,25900,30980,0,0],"lastWeek":[20100,22900,22400,24100,29420,0,0]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["stock-card","shift-card","register-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of stock","subtitle":"Replenishment required"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stock-name","stock-detail"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-detail","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · ${expected}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"oos-1","name":"Merino Crew Sweater — M / Charcoal","sku":"MCS-CH-M","expected":"Supplier lead time: 3 days"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos-2","name":"Leather Belt — 34 / Brown","sku":"LBT-BR-34","expected":"Transfer available tomorrow"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"oos-3","name":"Canvas Tote — Natural","sku":"ECT-NAT","expected":"Supplier lead time: 2 days"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos-4","name":"Slim Chino — 32 / Navy","sku":"SC-NV-32","expected":"Transfer available today"}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"6 team members scheduled"},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shiftTeam","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["shift-person","shift-status"]}}
+{"op":"add","path":"/elements/shift-person","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${role} · ${hours}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/shiftTeam","value":[]}
+{"op":"add","path":"/state/shiftTeam/0","value":{"id":"tm-1","name":"Maya Chen","role":"Store Manager","hours":"8:00 AM–5:00 PM","status":"On floor"}}
+{"op":"add","path":"/state/shiftTeam/1","value":{"id":"tm-2","name":"Jordan Lee","role":"Key Holder","hours":"9:00 AM–6:00 PM","status":"On floor"}}
+{"op":"add","path":"/state/shiftTeam/2","value":{"id":"tm-3","name":"Priya Shah","role":"Sales Associate","hours":"10:00 AM–7:00 PM","status":"Break"}}
+{"op":"add","path":"/state/shiftTeam/3","value":{"id":"tm-4","name":"Luis Romero","role":"Sales Associate","hours":"11:00 AM–8:00 PM","status":"On floor"}}
+{"op":"add","path":"/state/shiftTeam/4","value":{"id":"tm-5","name":"Ava Brooks","role":"Cashier","hours":"9:00 AM–5:30 PM","status":"Register 2"}}
+{"op":"add","path":"/state/shiftTeam/5","value":{"id":"tm-6","name":"Noah Williams","role":"Stock Associate","hours":"7:00 AM–3:30 PM","status":"Stockroom"}}
+{"op":"add","path":"/elements/register-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-header","register-list"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"3 of 4 currently open"},"children":[]}}
+{"op":"add","path":"/elements/register-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${operator}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"isOpen"},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","operator":"Jordan Lee","status":"Open","isOpen":true}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","operator":"Ava Brooks","status":"Open","isOpen":true}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","operator":"Luis Romero","status":"Open","isOpen":true}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Register 4","operator":"No operator assigned","status":"Closed","isOpen":false}}
+{"op":"add","path":"/elements/promotions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotions-header","promotions-list"]}}
+{"op":"add","path":"/elements/promotions-header","value":{"type":"CardHeader","props":{"title":"Running promotions","subtitle":"Performance against campaign targets"},"children":[]}}
+{"op":"add","path":"/elements/promotions-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/promotions","key":"id"},"children":["promotion-item"]}}
+{"op":"add","path":"/elements/promotion-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["promotion-name","promotion-result","promotion-progress","promotion-detail"]}}
+{"op":"add","path":"/elements/promotion-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/promotion-result","value":{"type":"Badge","props":{"text":{"$item":"performance"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/promotion-progress","value":{"type":"Progress","props":{"value":{"$item":"percent"},"label":{"$template":"${percent}% of target"}},"children":[]}}
+{"op":"add","path":"/elements/promotion-detail","value":{"type":"TextContent","props":{"text":{"$template":"${redemptions} redemptions · ${revenue} revenue\n${insight}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"promo-1","name":"Buy 2 Tees, Save 20%","performance":"Ahead of target","percent":112,"redemptions":94,"revenue":"$6,820","insight":"Strongest between 12 PM and 3 PM."}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"promo-2","name":"Member Double Points","performance":"On target","percent":98,"redemptions":137,"revenue":"$8,460","insight":"Member participation is up 14%."}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"promo-3","name":"Back-to-Work Bundles","performance":"Needs attention","percent":71,"redemptions":38,"revenue":"$4,190","insight":"Consider moving signage closer to the entrance."}}
+{"op":"add","path":"/elements/reorder-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Reorder an item","title":"Create replenishment request","description":"Select an out-of-stock item and enter the quantity needed.","content":["reorder-form"],"triggerVariant":"default"},"children":["reorder-form"]}}
+{"op":"add","path":"/elements/reorder-form","value":{"type":"Form","props":{"name":"reorder","fields":["reorder-item-control","reorder-quantity-control","reorder-notes-control"],"buttons":"reorder-buttons"},"children":["reorder-item-control","reorder-quantity-control","reorder-notes-control","reorder-buttons"]}}
+{"op":"add","path":"/elements/reorder-item-control","value":{"type":"FormControl","props":{"label":"Item","input":"reorder-item-select","hint":"Choose the SKU to replenish"},"children":["reorder-item-select"]}}
+{"op":"add","path":"/elements/reorder-item-select","value":{"type":"Select","props":{"name":"reorderItem","items":["reorder-option-1","reorder-option-2","reorder-option-3","reorder-option-4"],"placeholder":"Select an item","value":{"$bindState":"/reorder/item"},"rules":[{"required":true,"message":"Select an item"}]},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-1","value":{"type":"SelectItem","props":{"value":"MCS-CH-M","label":"Merino Crew Sweater — M / Charcoal"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-2","value":{"type":"SelectItem","props":{"value":"LBT-BR-34","label":"Leather Belt — 34 / Brown"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-3","value":{"type":"SelectItem","props":{"value":"ECT-NAT","label":"Canvas Tote — Natural"},"children":[]}}
+{"op":"add","path":"/elements/reorder-option-4","value":{"type":"SelectItem","props":{"value":"SC-NV-32","label":"Slim Chino — 32 / Navy"},"children":[]}}
+{"op":"add","path":"/state/reorder","value":{"item":"","quantity":"12","notes":"","submitted":false}}
+{"op":"add","path":"/elements/reorder-quantity-control","value":{"type":"FormControl","props":{"label":"Quantity","input":"reorder-quantity","hint":"Enter requested units"},"children":["reorder-quantity"]}}
+{"op":"add","path":"/elements/reorder-quantity","value":{"type":"Input","props":{"name":"quantity","type":"number","placeholder":"12","value":{"$bindState":"/reorder/quantity"},"rules":[{"required":true,"message":"Enter a quantity"}]},"children":[]}}
+{"op":"add","path":"/elements/reorder-notes-control","value":{"type":"FormControl","props":{"label":"Notes","input":"reorder-notes","hint":"Optional instructions for the stock team"},"children":["reorder-notes"]}}
+{"op":"add","path":"/elements/reorder-notes","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Priority, transfer preference, or delivery notes","rows":3,"value":{"$bindState":"/reorder/notes"}},"children":[]}}
+{"op":"add","path":"/elements/reorder-buttons","value":{"type":"Buttons","props":{"buttons":["reorder-submit"],"direction":"row"},"children":["reorder-submit"]}}
+{"op":"add","path":"/elements/reorder-submit","value":{"type":"Button","props":{"label":"Submit reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorder/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/reorder-success","value":{"type":"Callout","props":{"variant":"success","title":"Reorder request ready","description":"The replenishment request has been recorded for manager review."},"visible":{"$state":"/reorder/submitted"},"children":[]}}
+{"op":"add","path":"/elements/reorder-form/children/-","value":"reorder-success"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..0107284a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,119 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","kpi-grid","traffic-section","performance-grid","operations-grid","reorder-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","store-control"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/reorder-buttons","value":{"type":"Buttons","props":{"buttons":["reorder-submit"],"direction":"row"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..f3918aebd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,123 @@
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+{"op":"add","path":"/state/selectedStore","value":"Downtown Flagship — Store 014"}
+{"op":"add","path":"/state/lastUpdated","value":"2:35 PM"}
+{"op":"add","path":"/elements/console-status","value":{"type":"Tag","props":{"text":"Live operations","icon":"●","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/store-switcher","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["store-control","refresh-store-button"]}}
+{"op":"add","path":"/elements/store-control","value":{"type":"FormControl","props":{"label":"View a different store","input":"store-select","hint":"Switching updates the console view."},"children":[]}}
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+{"op":"add","path":"/state/stores","value":[]}
+{"op":"add","path":"/state/stores/0","value":{"id":"014","label":"Downtown Flagship — Store 014"}}
+{"op":"add","path":"/state/stores/1","value":{"id":"027","label":"Riverside Center — Store 027"}}
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+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["sales-kpi","basket-kpi","returns-kpi","traffic-kpi"]}}
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+{"op":"add","path":"/elements/sales-kpi-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/salesToday"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/returns-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/returnsChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/traffic-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["traffic-label","traffic-value","traffic-change"]}}
+{"op":"add","path":"/elements/traffic-label","value":{"type":"TextContent","props":{"text":"FOOT TRAFFIC TODAY","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/traffic-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/trafficToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/traffic-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/trafficChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/sales-progress-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-progress-header","sales-progress"]}}
+{"op":"add","path":"/elements/sales-progress-header","value":{"type":"CardHeader","props":{"title":"Sales today against target","subtitle":"Current sales pace is slightly ahead of the required run rate."},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesProgress"},"label":{"$template":"${/metrics/salesToday} of ${/metrics/salesTarget}"}},"children":[]}}
+{"op":"add","path":"/elements/traffic-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"Hourly entries from store opening through the latest interval."},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/traffic/labels"},"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/state/traffic","value":{"labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM"],"values":[92,148,205,238,251,212]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":{"$state":"/traffic/values"}},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["best-sellers-card","stock-card","shift-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Top products by units sold today."},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"Classic Oxford Shirt","units":42,"revenue":"$2,940"}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Everyday Leather Tote","units":36,"revenue":"$4,320"}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Slim Chino Pant","units":31,"revenue":"$2,480"}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"Merino Crew Sweater","units":27,"revenue":"$2,970"}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["best-seller-name","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${revenue} revenue"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-alert","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of stock","subtitle":"Items requiring replenishment action."},"children":[]}}
+{"op":"add","path":"/elements/stock-alert","value":{"type":"Alert","props":{"title":"4 items unavailable","description":"Two items have open purchase orders; two still need action.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"sku-1042","name":"Classic Oxford Shirt — White / M","sku":"SKU 1042","supplier":"Northstar Apparel","status":"Needs reorder","reordered":false}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"sku-2188","name":"Leather Tote — Tan","sku":"SKU 2188","supplier":"Harbor Leather Co.","status":"Needs reorder","reordered":false}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"sku-3304","name":"Merino Crew — Navy / L","sku":"SKU 3304","supplier":"Alpine Knitwear","status":"PO arriving Aug 20","reordered":true}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"sku-4417","name":"Canvas Sneaker — White / 9","sku":"SKU 4417","supplier":"Field & Form","status":"PO arriving Aug 21","reordered":true}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["stock-item-info","stock-item-actions"]}}
+{"op":"add","path":"/elements/stock-item-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${sku} · ${supplier} · ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["stock-status-tag","reorder-button"]}}
+{"op":"add","path":"/elements/stock-status-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"reordered"},"$then":"Reorder placed","$else":"Action needed"},"variant":{"$cond":{"$item":"reordered"},"$then":"success","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"reordered"},"$then":"Reorder again","$else":"Reorder item"},"variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"reordered"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"Current team coverage and assignments."},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shiftTeam","key":"id"},"children":["shift-member"]}}
+{"op":"add","path":"/state/shiftTeam","value":[]}
+{"op":"add","path":"/state/shiftTeam/0","value":{"id":"emp-1","name":"Maya Chen","role":"Store Manager","hours":"8:00 AM–5:00 PM","initials":"MC","status":"On floor"}}
+{"op":"add","path":"/state/shiftTeam/1","value":{"id":"emp-2","name":"Jordan Reed","role":"Assistant Manager","hours":"10:00 AM–7:00 PM","initials":"JR","status":"On floor"}}
+{"op":"add","path":"/state/shiftTeam/2","value":{"id":"emp-3","name":"Priya Shah","role":"Sales Associate","hours":"9:00 AM–4:00 PM","initials":"PS","status":"Register 1"}}
+{"op":"add","path":"/state/shiftTeam/3","value":{"id":"emp-4","name":"Luis Moreno","role":"Sales Associate","hours":"12:00 PM–8:00 PM","initials":"LM","status":"On break"}}
+{"op":"add","path":"/state/shiftTeam/4","value":{"id":"emp-5","name":"Avery Brooks","role":"Stock Associate","hours":"7:00 AM–3:00 PM","initials":"AB","status":"Stockroom"}}
+{"op":"add","path":"/elements/shift-member","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["shift-person","shift-status"]}}
+{"op":"add","path":"/elements/shift-person","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** · ${role}\n${hours}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/performance-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["registers-card","returns-detail-card"]}}
+{"op":"add","path":"/elements/registers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registers-header","registers-list"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Register status","subtitle":"Live checkout availability."},"children":[]}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","open":true,"operator":"Priya Shah","transactions":64}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","open":true,"operator":"Jordan Reed","transactions":51}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","open":false,"operator":"Unassigned","transactions":0}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Mobile POS","open":true,"operator":"Maya Chen","transactions":18}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["register-info","register-status"]}}
+{"op":"add","path":"/elements/register-info","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${operator} · ${transactions} transactions"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"open"},"$then":"Open","$else":"Closed"},"variant":{"$cond":{"$item":"open"},"$then":"success","$else":"neutral"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/returns-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["returns-detail-header","returns-chart","returns-reasons-title","returns-reasons"]}}
+{"op":"add","path":"/elements/returns-detail-header","value":{"type":"CardHeader","props":{"title":"Returns this week","subtitle":"Daily return value totals $1,284, down 12.4% week over week."},"children":[]}}
+{"op":"add","path":"/elements/returns-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/returns/labels"},"series":["returns-series"],"variant":"grouped","xLabel":"Day","yLabel":"Return value ($)"},"children":[]}}
+{"op":"add","path":"/state/returns","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"values":[214,186,205,172,248,163,96],"reasons":["Size or fit — 41%","Changed mind — 27%","Damaged — 18%","Other — 14%"]}}
+{"op":"add","path":"/elements/returns-series","value":{"type":"Series","props":{"category":"Returns","values":{"$state":"/returns/values"}},"children":[]}}
+{"op":"add","path":"/elements/returns-reasons-title","value":{"type":"Heading","props":{"text":"Leading return reasons","level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/returns-reasons","value":{"type":"TagBlock","props":{"tags":{"$state":"/returns/reasons"}},"children":[]}}
+{"op":"add","path":"/elements/promotions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotions-header","promotions-list"]}}
+{"op":"add","path":"/elements/promotions-header","value":{"type":"CardHeader","props":{"title":"Running promotion performance","subtitle":"Progress and incremental results for every active offer."},"children":[]}}
+{"op":"add","path":"/elements/promotions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promotion-row"]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"promo-1","name":"Summer Essentials — 20% Off","period":"Aug 10–23","revenue":"$12,840","lift":"+18.6% sales lift","redemptions":"214 redemptions","progress":82,"status":"Ahead of plan"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"promo-2","name":"Buy 2 Tees, Get 1 Free","period":"Aug 15–21","revenue":"$6,420","lift":"+11.2% sales lift","redemptions":"96 redemptions","progress":68,"status":"On plan"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"promo-3","name":"Member Double Points","period":"Aug 18–20","revenue":"$3,180","lift":"+7.4% sales lift","redemptions":"143 activations","progress":54,"status":"Watch conversion"}}
+{"op":"add","path":"/elements/promotion-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["promotion-top","promotion-progress","promotion-detail"]}}
+{"op":"add","path":"/elements/promotion-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["promotion-name","promotion-status"]}}
+{"op":"add","path":"/elements/promotion-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}**\n${period}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/promotion-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"Ahead of plan"},"$then":"success","$else":"info"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/promotion-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% of promotion goal"}},"children":[]}}
+{"op":"add","path":"/elements/promotion-detail","value":{"type":"TextContent","props":{"text":{"$template":"Revenue **${revenue}** · ${lift} · ${redemptions}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weekly-comparison-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-chart","weekly-summary"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"This week compared with last week","subtitle":"Daily net sales through Sunday; current week includes forecast for remaining days."},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/weekly/labels"},"series":["this-week-series","last-week-series"],"variant":"natural","xLabel":"Day","yLabel":"Net sales ($)"},"children":[]}}
+{"op":"add","path":"/state/weekly","value":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"thisWeek":[14820,18420,17250,19100,22400,26800,21300],"lastWeek":[13950,17040,16580,18120,20750,24900,19800],"thisWeekTotal":"$140,090","lastWeekTotal":"$131,140","change":"+6.8%"}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This week","values":{"$state":"/weekly/thisWeek"}},"children":[]}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last week","values":{"$state":"/weekly/lastWeek"}},"children":[]}}
+{"op":"add","path":"/elements/weekly-summary","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"This week is ${/weekly/change} ahead"},"description":{"$template":"Projected net sales are ${/weekly/thisWeekTotal}, compared with ${/weekly/lastWeekTotal} last week."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..50ce30529
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,112 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["overview-header","period-controls","metrics-row","growth-section","customer-section","risk-billing-row","product-health-section"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["overview-title","invite-admin-dialog"]}}
+{"op":"add","path":"/elements/overview-title","value":{"type":"CardHeader","props":{"title":"Admin overview","subtitle":"Revenue, customer health, billing, and product adoption"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite another admin","title":"Invite an admin","description":"Grant a teammate administrative access to this workspace.","content":["invite-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"invite-admin","fields":["invite-name-control","invite-email-control","invite-role-control"],"buttons":"invite-buttons"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"invite-name-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-input","value":{"type":"Input","props":{"name":"adminName","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/invite/name"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/invite","value":{"name":"","email":"","role":"Admin"}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"invite-email-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"adminEmail","placeholder":"jordan@company.com","type":"email","value":{"$bindState":"/invite/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select","hint":"Admins can manage billing, users, and workspace settings."},"children":[]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"adminRole","items":["invite-role-admin","invite-role-super"],"value":{"$bindState":"/invite/role"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-admin","value":{"type":"SelectItem","props":{"value":"Admin","label":"Admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-super","value":{"type":"SelectItem","props":{"value":"Super Admin","label":"Super Admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/invite-submit","value":{"type":"Button","props":{"label":"Send invitation","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/inviteValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/period-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["period-copy","period-form"]}}
+{"op":"add","path":"/elements/period-copy","value":{"type":"TextContent","props":{"text":"**Reporting period**\nAll dashboard figures update to match the selected range.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/period-form","value":{"type":"Form","props":{"name":"reporting-period","fields":["period-control"],"buttons":"period-buttons"},"children":[]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"period","items":["period-30","period-90","period-quarter","period-year"],"value":{"$bindState":"/reportingPeriod"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"Last 90 days"}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"Last 30 days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"Last 90 days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-quarter","value":{"type":"SelectItem","props":{"value":"This quarter","label":"This quarter"},"children":[]}}
+{"op":"add","path":"/elements/period-year","value":{"type":"SelectItem","props":{"value":"Year to date","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/elements/period-buttons","value":{"type":"Buttons","props":{"buttons":["period-apply"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/period-apply","value":{"type":"Button","props":{"label":"Apply","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-mrr","metric-arr","metric-churn","metric-nps"]}}
+{"op":"add","path":"/elements/metric-mrr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-mrr-label","metric-mrr-value","metric-mrr-note"]}}
+{"op":"add","path":"/elements/metric-mrr-label","value":{"type":"TextContent","props":{"text":"Monthly recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-mrr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"$842,600","arr":"$10.11M","churn":"1.8%","nps":"54","newSignups":"1,284","seatUtilization":78}}
+{"op":"add","path":"/elements/metric-mrr-note","value":{"type":"Badge","props":{"text":"+6.4% vs prior period","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-arr","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-arr-label","metric-arr-value","metric-arr-note"]}}
+{"op":"add","path":"/elements/metric-arr-label","value":{"type":"TextContent","props":{"text":"Annual recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-arr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-arr-note","value":{"type":"Badge","props":{"text":"+18.2% year over year","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-churn","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-churn-label","metric-churn-value","metric-churn-note"]}}
+{"op":"add","path":"/elements/metric-churn-label","value":{"type":"TextContent","props":{"text":"Churn this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-churn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/churn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-churn-note","value":{"type":"Badge","props":{"text":"0.3 pts better than target","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/metric-nps","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-nps-label","metric-nps-value","metric-nps-note"]}}
+{"op":"add","path":"/elements/metric-nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-nps-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/nps"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-nps-note","value":{"type":"Badge","props":{"text":"Excellent · 612 responses","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/growth-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["signups-card","plans-card","utilization-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["signups-header","signups-total","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New signups · past 90 days","subtitle":"Weekly workspace registrations"},"children":[]}}
+{"op":"add","path":"/elements/signups-total","value":{"type":"TextContent","props":{"text":{"$template":"**${/metrics/newSignups} total signups** · up 14% from the previous 90 days"},"size":"large"},"children":[]}}
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+{"op":"add","path":"/state/signupTrend","value":{"labels":["May 20","May 27","Jun 3","Jun 10","Jun 17","Jun 24","Jul 1","Jul 8","Jul 15","Jul 22","Jul 29","Aug 5","Aug 12"]}}
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+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"Newest feature adoption","subtitle":"Share of eligible active accounts using each feature"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..b3509bcb5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,104 @@
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+{"op":"add","path":"/elements/topbar-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["period-control","invite-admin"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting period","input":"period-select"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"reporting-period","items":["period-30","period-90","period-year"],"size":"small","value":{"$bindState":"/reportingPeriod"}},"children":[]}}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-year","value":{"type":"SelectItem","props":{"value":"year","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-admin","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an invitation with administrative access.","content":["invite-form"],"triggerVariant":"default"},"children":[]}}
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+{"op":"add","path":"/elements/invite-name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"invite-name","hint":"The administrator's display name."},"children":[]}}
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+{"op":"add","path":"/state/invite","value":{"name":"","email":""}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"invite-email","hint":"An invitation will be sent to this address."},"children":[]}}
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+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["send-invite"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/inviteValidation","value":{"valid":false,"errors":{}}}
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+{"op":"add","path":"/elements/churn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/churn"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/signup-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["signup-header","signup-chart"]}}
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+{"op":"add","path":"/elements/customer-spend-col","value":{"type":"Col","props":{"label":"Monthly spend","data":{"$state":"/largestCustomers/spend"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/atRisk/1","value":{"id":"risk-2","name":"Nova Education","risk":"High risk","reason":"Executive sponsor left and no replacement has been assigned."}}
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+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed payments","subtitle":"$18,420 in recoverable monthly revenue"},"children":[]}}
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+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"pay-1","customer":"Oak & Stone","amount":"$6,240","reason":"Card declined","date":"Aug 17","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"pay-2","customer":"Clearpath Energy","amount":"$4,980","reason":"Insufficient funds","date":"Aug 16","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"pay-3","customer":"Mosaic Travel","amount":"$3,750","reason":"Expired card","date":"Aug 15","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"pay-4","customer":"Kindred Legal","amount":"$3,450","reason":"Bank authentication required","date":"Aug 14","status":"Failed"}}
+{"op":"add","path":"/elements/product-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoption-header","adoption-grid"]}}
+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"Newest feature adoption","subtitle":"Share of eligible accounts using each feature in the selected period"},"children":[]}}
+{"op":"add","path":"/elements/adoption-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/featureAdoption","key":"id"},"children":["adoption-item"]}}
+{"op":"add","path":"/elements/adoption-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["adoption-name-row","adoption-progress","adoption-detail"]}}
+{"op":"add","path":"/elements/adoption-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","justify":"between"},"children":["adoption-name","adoption-rate"]}}
+{"op":"add","path":"/elements/adoption-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/adoption-rate","value":{"type":"Tag","props":{"text":{"$template":"${rate}% adopted"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/adoption-progress","value":{"type":"Progress","props":{"value":{"$item":"rate"},"label":{"$item":"label"}},"children":[]}}
+{"op":"add","path":"/elements/adoption-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/featureAdoption","value":[]}
+{"op":"add","path":"/state/featureAdoption/0","value":{"id":"feature-1","name":"AI workflow assistant","rate":68,"label":"1,936 active accounts","detail":"Released June 18 · adoption is up 12 points this month."}}
+{"op":"add","path":"/state/featureAdoption/1","value":{"id":"feature-2","name":"Advanced audit logs","rate":47,"label":"1,338 active accounts","detail":"Released July 9 · strongest adoption among Enterprise customers."}}
+{"op":"add","path":"/state/featureAdoption/2","value":{"id":"feature-3","name":"Custom executive dashboards","rate":31,"label":"882 active accounts","detail":"Released July 29 · 426 dashboards created so far."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..760406a21
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,97 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["topbar","metrics-row","growth-section","customer-section","operations-section","product-section"]}}
+{"op":"add","path":"/elements/topbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["overview-header","topbar-actions"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"CardHeader","props":{"title":"Admin overview","subtitle":"Revenue, growth, customer health, and product adoption"},"children":[]}}
+{"op":"add","path":"/elements/topbar-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["period-label","period-select","invite-admin"]}}
+{"op":"add","path":"/elements/period-label","value":{"type":"Label","props":{"text":"Reporting period"},"children":[]}}
+{"op":"add","path":"/elements/period-select","value":{"type":"Select","props":{"name":"reporting-period","items":["period-30","period-90","period-ytd"],"size":"medium","value":{"$bindState":"/reportingPeriod"}},"children":[]}}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-ytd","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/invite-admin","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite another administrator","description":"Send an invitation with administrator access.","content":["invite-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"invite-admin-form","fields":["invite-name-control","invite-email-control"],"buttons":"invite-buttons"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"invite-name-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-name-input","value":{"type":"Input","props":{"name":"admin-name","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/invite/name"}},"children":[]}}
+{"op":"add","path":"/state/invite","value":{}}
+{"op":"add","path":"/state/invite/name","value":""}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"invite-email-input","hint":"They will receive an email invitation."},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"admin-email","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/invite/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/state/invite/email","value":""}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["send-invite"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-invite","value":{"type":"Button","props":{"label":"Send invitation","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/inviteValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["mrr-card","arr-card","churn-card","nps-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mrr-label","mrr-value","mrr-change"]}}
+{"op":"add","path":"/elements/mrr-label","value":{"type":"TextContent","props":{"text":"Monthly recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/mrr","value":"$428,600"}
+{"op":"add","path":"/elements/mrr-change","value":{"type":"Tag","props":{"text":"+6.8% vs prior period","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/arr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["arr-label","arr-value","arr-change"]}}
+{"op":"add","path":"/elements/arr-label","value":{"type":"TextContent","props":{"text":"Annual recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/arr","value":"$5.14M"}
+{"op":"add","path":"/elements/arr-change","value":{"type":"Tag","props":{"text":"+24.1% year over year","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["churn-label","churn-value","churn-change"]}}
+{"op":"add","path":"/elements/churn-label","value":{"type":"TextContent","props":{"text":"Churn this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/churn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/churn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/churn","value":"1.9%"}
+{"op":"add","path":"/elements/churn-change","value":{"type":"Tag","props":{"text":"0.4 pts better than target","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["nps-label","nps-value","nps-change"]}}
+{"op":"add","path":"/elements/nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/nps"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/nps","value":"+47"}
+{"op":"add","path":"/elements/nps-change","value":{"type":"Tag","props":{"text":"+5 points this quarter","variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/growth-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["signups-card","plans-card","utilization-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["signups-header","signups-chart"]}}
+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New signups · past 90 days","subtitle":"Weekly account creation"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"AreaChart","props":{"labels":["May 25","Jun 1","Jun 8","Jun 15","Jun 22","Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["signups-series"],"variant":"natural","xLabel":"Week","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signups-series","value":{"type":"Series","props":{"category":"New signups","values":[182,196,211,205,234,248,241,267,279,301,294,326,342]},"children":[]}}
+{"op":"add","path":"/elements/plans-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plans-header","plans-chart"]}}
+{"op":"add","path":"/elements/plans-header","value":{"type":"CardHeader","props":{"title":"Customers by plan","subtitle":"1,248 active customer accounts"},"children":[]}}
+{"op":"add","path":"/elements/plans-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Business","Enterprise"],"values":[512,438,221,77],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/utilization-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["utilization-header","utilization-progress","utilization-detail"]}}
+{"op":"add","path":"/elements/utilization-header","value":{"type":"CardHeader","props":{"title":"Seat utilization","subtitle":"Across all customer accounts"},"children":[]}}
+{"op":"add","path":"/elements/utilization-progress","value":{"type":"Progress","props":{"value":{"$state":"/seatUtilization/percent"},"label":"82% utilized"},"children":[]}}
+{"op":"add","path":"/state/seatUtilization","value":{}}
+{"op":"add","path":"/state/seatUtilization/percent","value":82}
+{"op":"add","path":"/elements/utilization-detail","value":{"type":"TextContent","props":{"text":{"$state":"/seatUtilization/detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/seatUtilization/detail","value":"18,942 of 23,100 purchased seats are assigned · 4,158 seats available"}
+{"op":"add","path":"/elements/customer-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["largest-customers-card","risk-card"]}}
+{"op":"add","path":"/elements/largest-customers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-header","largest-table"]}}
+{"op":"add","path":"/elements/largest-header","value":{"type":"CardHeader","props":{"title":"Ten largest customers","subtitle":"Ranked by monthly recurring spend"},"children":[]}}
+{"op":"add","path":"/elements/largest-table","value":{"type":"Table","props":{"columns":["customer-col","plan-col","seats-col","spend-col"]},"children":[]}}
+{"op":"add","path":"/elements/customer-col","value":{"type":"Col","props":{"label":"Customer","data":["Northstar Health","Aperture Labs","Vertex Commerce","Meridian Bank","Atlas Logistics","Lumina Media","Cobalt Security","Summit Energy","Evergreen Foods","Helix Systems"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plan-col","value":{"type":"Col","props":{"label":"Plan","data":["Enterprise","Enterprise","Business","Enterprise","Business","Enterprise","Business","Business","Growth","Business"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/seats-col","value":{"type":"Col","props":{"label":"Seats","data":[1240,980,825,760,690,640,575,520,485,450],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/spend-col","value":{"type":"Col","props":{"label":"Monthly spend","data":["$42,800","$36,500","$29,400","$27,900","$24,600","$22,750","$19,800","$18,400","$16,950","$15,600"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at risk","subtitle":"Prioritized from health and engagement signals"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRisk","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Alert","props":{"title":{"$template":"${company} · ${arr} ARR"},"description":{"$item":"reason"},"variant":{"$cond":{"$state":"/noop","eq":"unused"},"$then":"warning","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/noop","value":""}
+{"op":"add","path":"/state/atRisk","value":[]}
+{"op":"add","path":"/state/atRisk/0","value":{"id":"risk-1","company":"Redwood Analytics","arr":"$184K","reason":"Usage fell 38% in 30 days and the executive sponsor recently left."}}
+{"op":"add","path":"/state/atRisk/1","value":{"id":"risk-2","company":"BrightPath Learning","arr":"$142K","reason":"Renewal is due in 21 days; procurement has not responded to three outreach attempts."}}
+{"op":"add","path":"/state/atRisk/2","value":{"id":"risk-3","company":"Ironwood Manufacturing","arr":"$118K","reason":"Only 46% of purchased seats are active and support sentiment declined after an unresolved integration issue."}}
+{"op":"add","path":"/state/atRisk/3","value":{"id":"risk-4","company":"Pioneer Legal","arr":"$96K","reason":"NPS response was 2/10 and weekly active users have declined for six consecutive weeks."}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payments-header","payments-list"]}}
+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed payments","subtitle":"4 payments require attention · $12,460 outstanding"},"children":[]}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-row"]}}
+{"op":"add","path":"/elements/payment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["payment-info","retry-payment"]}}
+{"op":"add","path":"/elements/payment-info","value":{"type":"TextContent","props":{"text":{"$template":"**${customer}** · ${amount}\\n${reason} · Failed ${failedDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/retry-payment","value":{"type":"Button","props":{"label":"Retry payment","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"statusPath"},"value":"retrying"}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"pay-1","customer":"Oak & Finch","amount":"$4,800","reason":"Card declined","failedDate":"Aug 17","statusPath":"/paymentRetries/pay-1"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"pay-2","customer":"NovaWorks","amount":"$3,250","reason":"Insufficient funds","failedDate":"Aug 16","statusPath":"/paymentRetries/pay-2"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"pay-3","customer":"Fieldstone Group","amount":"$2,910","reason":"Expired card","failedDate":"Aug 15","statusPath":"/paymentRetries/pay-3"}}
+{"op":"add","path":"/state/failedPayments/3","value":{"id":"pay-4","customer":"Arcadia Design","amount":"$1,500","reason":"Bank authorization required","failedDate":"Aug 14","statusPath":"/paymentRetries/pay-4"}}
+{"op":"add","path":"/state/paymentRetries","value":{}}
+{"op":"add","path":"/elements/product-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoption-header","adoption-chart","adoption-notes"]}}
+{"op":"add","path":"/elements/adoption-header","value":{"type":"CardHeader","props":{"title":"Newest feature adoption","subtitle":"Share of eligible customer accounts using each feature"},"children":[]}}
+{"op":"add","path":"/elements/adoption-chart","value":{"type":"HorizontalBarChart","props":{"labels":["AI workflow builder","Advanced audit logs","Custom dashboards"],"series":["adoption-series"],"variant":"grouped","xLabel":"Eligible accounts using feature (%)","yLabel":"Feature"},"children":[]}}
+{"op":"add","path":"/elements/adoption-series","value":{"type":"Series","props":{"category":"Adoption","values":[64,48,37]},"children":[]}}
+{"op":"add","path":"/elements/adoption-notes","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["feature-tag-1","feature-tag-2","feature-tag-3"]}}
+{"op":"add","path":"/elements/feature-tag-1","value":{"type":"Tag","props":{"text":"AI workflow builder · 64%","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/feature-tag-2","value":{"type":"Tag","props":{"text":"Advanced audit logs · 48%","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/feature-tag-3","value":{"type":"Tag","props":{"text":"Custom dashboards · 37%","variant":"warning","size":"md"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..ce161c029
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b4-saas__r4.txt
@@ -0,0 +1,140 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Admin overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Revenue, customer health, product adoption, and billing performance in one view.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"30d","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"90d","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-quarter","value":{"type":"SelectItem","props":{"value":"quarter","label":"This quarter"},"children":[]}}
+{"op":"add","path":"/elements/period-year","value":{"type":"SelectItem","props":{"value":"year","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/elements/reporting-period","value":{"type":"Select","props":{"name":"reporting-period","items":["period-30","period-90","period-quarter","period-year"],"value":{"$bindState":"/reportingPeriod"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"90d"}
+{"op":"add","path":"/elements/reporting-control","value":{"type":"FormControl","props":{"label":"Reporting period","input":"reporting-period","hint":"Updates the overview window."},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite another admin","title":"Invite an administrator","description":"Enter the new administrator's details and assign their access.","content":["invite-admin-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"end","wrap":true},"children":["reporting-control","invite-admin-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","header-actions"]}}
+{"op":"add","path":"/elements/invite-name-input","value":{"type":"Input","props":{"name":"admin-name","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/invite/name"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/invite","value":{}}
+{"op":"add","path":"/state/invite/name","value":""}
+{"op":"add","path":"/elements/invite-name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"invite-name-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"admin-email","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/invite/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/state/invite/email","value":""}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Work email","input":"invite-email-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-full","value":{"type":"SelectItem","props":{"value":"full-admin","label":"Full administrator"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-billing","value":{"type":"SelectItem","props":{"value":"billing-admin","label":"Billing administrator"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-support","value":{"type":"SelectItem","props":{"value":"support-admin","label":"Support administrator"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"admin-role","items":["invite-role-full","invite-role-billing","invite-role-support"],"value":{"$bindState":"/invite/role"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/invite/role","value":"full-admin"}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select","hint":"Permissions can be changed later."},"children":[]}}
+{"op":"add","path":"/elements/invite-submit","value":{"type":"Button","props":{"label":"Send invitation","variant":"primary","size":"medium"},"on":{"press":{"action":"validateForm","params":{"statePath":"/inviteValidation"}}},"children":[]}}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["invite-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-form","value":{"type":"Form","props":{"name":"invite-admin","buttons":"invite-buttons","fields":["invite-name-control","invite-email-control","invite-role-control"]},"children":[]}}
+{"op":"add","path":"/elements/mrr-title","value":{"type":"TextContent","props":{"text":"Monthly recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}}
+{"op":"add","path":"/state/metrics/mrr","value":"$842,600"}
+{"op":"add","path":"/elements/mrr-change","value":{"type":"Badge","props":{"text":{"$state":"/metrics/mrrChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/mrrChange","value":"↑ 6.8% vs prior period"}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["mrr-title","mrr-value","mrr-change"]}}
+{"op":"add","path":"/elements/arr-title","value":{"type":"TextContent","props":{"text":"Annual recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/arr","value":"$10.11M"}
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+{"op":"add","path":"/state/metrics/arrChange","value":"↑ 18.4% year over year"}
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+{"op":"add","path":"/elements/churn-detail","value":{"type":"Badge","props":{"text":{"$state":"/metrics/churnDetail"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/metrics/churnDetail","value":"$14,380 MRR lost · ↓ 0.3 pts"}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["churn-title","churn-value","churn-detail"]}}
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+{"op":"add","path":"/state/metrics/npsDetail","value":"Excellent · 1,248 responses"}
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+{"op":"add","path":"/elements/signups-header","value":{"type":"CardHeader","props":{"title":"New signups · past 90 days","subtitle":"Weekly account creation trend"},"children":[]}}
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+{"op":"add","path":"/state/signups","value":{}}
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+{"op":"add","path":"/state/seatUtilization/label","value":"78% utilized"}
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+{"op":"add","path":"/state/seatUtilization/detail","value":"18,642 of 23,900 purchased seats are active. 5,258 seats remain available."}
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+{"op":"add","path":"/elements/adoption-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["adoption-name","adoption-progress","adoption-detail"]}}
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+{"op":"add","path":"/elements/customers-header","value":{"type":"CardHeader","props":{"title":"Ten largest customers","subtitle":"Ranked by monthly recurring spend"},"children":[]}}
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+{"op":"add","path":"/elements/customer-spend","value":{"type":"TextContent","props":{"text":{"$template":"${spend} / month"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/customers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["customers-header","customer-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Accounts at risk","subtitle":"Customer health signals requiring attention"},"children":[]}}
+{"op":"add","path":"/elements/risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-level","value":{"type":"Badge","props":{"text":{"$item":"level"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-value","value":{"type":"TextContent","props":{"text":{"$template":"ARR at risk: ${arr}"},"size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"r-1","name":"Pioneer Labs","level":"High risk","reason":"Usage fell 46% over 30 days and the executive sponsor left.","arr":"$86,400"}}
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+{"op":"add","path":"/elements/payments-header","value":{"type":"CardHeader","props":{"title":"Failed payments","subtitle":"Retry recoverable subscription charges"},"children":[]}}
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+{"op":"add","path":"/elements/payment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-row"]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"p-1","account":"Nova Architecture","amount":"$8,750","reason":"Card declined","date":"Aug 17","retried":false}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"p-2","account":"Harbor Analytics","amount":"$6,200","reason":"Insufficient funds","date":"Aug 16","retried":false}}
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+{"op":"add","path":"/elements/payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payments-header","payment-list"]}}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["header","metrics-grid","growth-row","operations-row","customer-health-row","payments-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..defc12f26
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r1.txt
@@ -0,0 +1,169 @@
+{"op":"add","path":"/root","value":"operations-center"}
+{"op":"add","path":"/elements/operations-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","district-focus","status-grid","operations-grid","response-grid","planning-grid"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["command-title","command-weather","command-clock"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live situational awareness and coordinated response"},"children":[]}}
+{"op":"add","path":"/elements/command-weather","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"${/weather/condition} · ${/weather/temperatureC}°C"},"description":{"$template":"Feels like ${/weather/feelsLikeC}°C · Wind ${/weather/windKph} km/h · Rain ${/weather/rainChance}%"} },"children":[]}}
+{"op":"add","path":"/state/weather","value":{"condition":"Partly cloudy","temperatureC":18,"feelsLikeC":17,"windKph":14,"rainChance":25}}
+{"op":"add","path":"/elements/command-clock","value":{"type":"Badge","props":{"text":{"$template":"Updated ${/lastUpdated}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"10:42 AM"}
+{"op":"add","path":"/elements/district-focus","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["district-label","district-buttons","district-status"]}}
+{"op":"add","path":"/elements/district-label","value":{"type":"Heading","props":{"text":"District focus","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/district-buttons","value":{"type":"Buttons","props":{"buttons":["district-all","district-central","district-north","district-east","district-south"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/district-all","value":{"type":"Button","props":{"label":"All","variant":{"$cond":{"$state":"/selectedDistrict","eq":"All"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDistrict","value":"All"}}},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"All"}
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+{"op":"add","path":"/elements/congestion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["congestion-header","congestion-level","congestion-detail"]}}
+{"op":"add","path":"/elements/congestion-header","value":{"type":"Heading","props":{"text":"Congestion right now","level":"h3"},"children":[]}}
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+{"op":"add","path":"/state/congestion","value":{"level":"High · 72/100","averageSpeed":24,"delayMinutes":11,"hotspot":"Central Ave / 5th St"}}
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+{"op":"add","path":"/state/transit","value":{"onTimePercent":87,"busPercent":84,"railPercent":93,"disruptedRoutes":3}}
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+{"op":"add","path":"/state/water","value":{"usedML":318,"targetML":470,"targetPercent":68,"changePercent":-4}}
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+{"op":"add","path":"/elements/air-quality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["air-header","air-list"]}}
+{"op":"add","path":"/elements/air-header","value":{"type":"CardHeader","props":{"title":"Air quality by district","subtitle":"Live AQI readings"},"children":[]}}
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+{"op":"add","path":"/state/airQuality/1","value":{"id":"aq-2","district":"North","aqi":38,"status":"Good"}}
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+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["energy-header","energy-chart","energy-summary"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy use · Past week","subtitle":"City facilities, MWh"},"children":[]}}
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+{"op":"add","path":"/state/deployments","value":[]}
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+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Citizen reports · Live","subtitle":"Newest submissions as they arrive"},"children":[]}}
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+{"op":"add","path":"/elements/report-meta","value":{"type":"TextContent","props":{"text":{"$template":"${time} · ${location} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"rep-301","message":"Water pooling across the bike lane","time":"10:41 AM","location":"Riverside Dr","category":"Drainage"}}
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+{"op":"add","path":"/elements/backlog-header","value":{"type":"CardHeader","props":{"title":"Service request backlog","subtitle":"Open requests by service"},"children":[]}}
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+{"op":"add","path":"/elements/backlog-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/backlog","key":"id"},"children":["backlog-row"]}}
+{"op":"add","path":"/elements/backlog-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["backlog-name","backlog-count"]}}
+{"op":"add","path":"/elements/backlog-name","value":{"type":"TextContent","props":{"text":{"$item":"service"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/backlog-count","value":{"type":"Badge","props":{"text":{"$template":"${count} open"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/backlog","value":[]}
+{"op":"add","path":"/state/backlog/0","value":{"id":"back-1","service":"Road repairs","count":128}}
+{"op":"add","path":"/state/backlog/1","value":{"id":"back-2","service":"Waste collection","count":94}}
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+{"op":"add","path":"/state/backlog/3","value":{"id":"back-4","service":"Trees and parks","count":77}}
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+{"op":"add","path":"/elements/dispatch-header","value":{"type":"CardHeader","props":{"title":"Dispatch a crew","subtitle":"Create an operational assignment"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-crew-items","value":{"type":"SelectItem","props":{"value":"Roads Crew 4","label":"Roads Crew 4"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-incident-items","value":{"type":"SelectItem","props":{"value":"INC-1041 · Signal outage","label":"INC-1041 · Signal outage"},"children":[]}}
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+{"op":"add","path":"/state/dispatch","value":{"crew":"","incident":"","instructions":"","sent":false}}
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+{"op":"add","path":"/elements/dispatch-incident-control","value":{"type":"FormControl","props":{"label":"Assignment","input":"dispatch-incident-input"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-notes-control","value":{"type":"FormControl","props":{"label":"Instructions","input":"dispatch-notes-input"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-confirmation","value":{"type":"Alert","props":{"title":"Dispatch queued","description":{"$template":"${/dispatch/crew} has been assigned to ${/dispatch/incident}."},"variant":"success"},"visible":{"$state":"/dispatch/sent"},"children":[]}}
+{"op":"add","path":"/elements/public-alert-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-form","alert-confirmation"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Send a public alert","subtitle":"Publish a message to subscribed residents"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-input","value":{"type":"TextArea","props":{"name":"publicMessage","placeholder":"Write a concise public safety message…","rows":4,"value":{"$bindState":"/publicAlert/message"}},"children":[]}}
+{"op":"add","path":"/state/publicAlert","value":{"message":"","audience":"Citywide","sent":false}}
+{"op":"add","path":"/elements/alert-message-control","value":{"type":"FormControl","props":{"label":"Alert message","input":"alert-message-input","hint":"Include the affected area, expected duration, and required action."},"children":[]}}
+{"op":"add","path":"/elements/alert-audience-input","value":{"type":"Input","props":{"name":"audience","placeholder":"Citywide or district name","type":"text","value":{"$bindState":"/publicAlert/audience"}},"children":[]}}
+{"op":"add","path":"/elements/alert-audience-control","value":{"type":"FormControl","props":{"label":"Audience","input":"alert-audience-input"},"children":[]}}
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+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-preview","alert-send"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-list"]}}
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+{"op":"add","path":"/elements/event-details","value":{"type":"TextContent","props":{"text":{"$template":"${day}, ${time} · ${location} · ${attendance} expected"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-impact","value":{"type":"Tag","props":{"text":{"$template":"Traffic impact: ${impact}"},"variant":{"$cond":{"$item":"impact","eq":"High"},"$then":"warning","$else":"info"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"evt-1","name":"Riverfront Music Festival","day":"Saturday","time":"2:00–10:00 PM","location":"Riverfront Park","attendance":"18,000","impact":"High"}}
+{"op":"add","path":"/state/events/1","value":{"id":"evt-2","name":"Downtown Farmers Market","day":"Saturday","time":"8:00 AM–1:00 PM","location":"Civic Plaza","attendance":"4,500","impact":"Medium"}}
+{"op":"add","path":"/state/events/2","value":{"id":"evt-3","name":"City Half Marathon","day":"Sunday","time":"6:30–11:00 AM","location":"Central and North districts","attendance":"9,000","impact":"High"}}
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+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-row"]}}
+{"op":"add","path":"/elements/roadwork-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["roadwork-title","roadwork-dates","roadwork-impact"]}}
+{"op":"add","path":"/elements/roadwork-title","value":{"type":"TextContent","props":{"text":{"$template":"**${project}** · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/roadwork-dates","value":{"type":"TextContent","props":{"text":{"$template":"${startDate}–${endDate} · ${contractor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/roadwork-impact","value":{"type":"Badge","props":{"text":{"$item":"restriction"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"rw-1","project":"Water main renewal","location":"King St, 3rd–7th","startDate":"Aug 19","endDate":"Aug 28","contractor":"Metro Civil","restriction":"One lane closed"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"rw-2","project":"Bridge joint replacement","location":"East River Bridge","startDate":"Aug 22","endDate":"Aug 25","contractor":"Atlas Infrastructure","restriction":"Night closure"}}
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+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Infrastructure maintenance due","subtitle":"Priority jobs requiring scheduling"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceJobs","key":"id"},"children":["maintenance-row"]}}
+{"op":"add","path":"/elements/maintenance-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["maintenance-title","maintenance-meta","maintenance-priority"]}}
+{"op":"add","path":"/elements/maintenance-title","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}** · ${job}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-meta","value":{"type":"TextContent","props":{"text":{"$template":"${location} · Due ${dueDate} · Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$item":"priority","eq":"Urgent"},"$then":"danger","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/maintenanceJobs","value":[]}
+{"op":"add","path":"/state/maintenanceJobs/0","value":{"id":"mnt-1","asset":"Pump Station PS-14","job":"Replace backup generator battery","location":"South District","dueDate":"Aug 20","owner":"Water Operations","priority":"Urgent"}}
+{"op":"add","path":"/state/maintenanceJobs/1","value":{"id":"mnt-2","asset":"Traffic Controller TC-882","job":"Annual cabinet inspection","location":"Central Ave & 9th","dueDate":"Aug 23","owner":"Mobility Systems","priority":"High"}}
+{"op":"add","path":"/state/maintenanceJobs/2","value":{"id":"mnt-3","asset":"Substation E-7","job":"Thermal imaging inspection","location":"East Industrial Park","dueDate":"Aug 27","owner":"Energy Services","priority":"High"}}
+{"op":"add","path":"/state/maintenanceJobs/3","value":{"id":"mnt-4","asset":"Storm Gate SG-03","job":"Lubricate and cycle test","location":"Riverfront","dueDate":"Aug 30","owner":"Flood Control","priority":"Medium"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..a70ebbc9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r2.txt
@@ -0,0 +1,164 @@
+{"op":"add","path":"/root","value":"operations-center"}
+{"op":"add","path":"/elements/operations-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","district-filter","live-overview","environment-grid","operations-grid","dispatch-alert-grid","planning-grid"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["command-title","weather-now","system-status"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live operational picture • Tuesday, August 18, 2026 • 14:32"},"children":[]}}
+{"op":"add","path":"/elements/weather-now","value":{"type":"TextContent","props":{"text":{"$template":"**${/weather/tempC}°C** · ${/weather/condition}\nFeels ${/weather/feelsC}°C · Wind ${/weather/windKph} km/h · Rain ${/weather/rainChance}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"tempC":27,"condition":"Partly cloudy","feelsC":29,"windKph":16,"rainChance":20}}
+{"op":"add","path":"/elements/system-status","value":{"type":"Tag","props":{"text":"LIVE • All feeds connected","icon":"activity","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/district-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","wrap":true},"children":["district-label","district-select","district-focus-note"]}}
+{"op":"add","path":"/elements/district-label","value":{"type":"Heading","props":{"text":"Focus district","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","items":["district-all","district-central","district-north","district-east","district-south","district-west"],"value":{"$bindState":"/selectedDistrict"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/district-all","value":{"type":"SelectItem","props":{"value":"All districts","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/district-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/district-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/district-east","value":{"type":"SelectItem","props":{"value":"East","label":"East"},"children":[]}}
+{"op":"add","path":"/elements/district-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/district-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"All districts"}
+{"op":"add","path":"/elements/district-focus-note","value":{"type":"TextContent","props":{"text":{"$template":"Dashboard focus: **${/selectedDistrict}**"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/live-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["live-overview-title","live-metrics-row","congestion-card","transit-card","parking-card"]}}
+{"op":"add","path":"/elements/live-overview-title","value":{"type":"Heading","props":{"text":"Live mobility & service overview","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/live-metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["congestion-summary","transit-summary","water-summary","backlog-summary"]}}
+{"op":"add","path":"/elements/congestion-summary","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"Congestion: ${/mobility/congestionLevel}"},"description":{"$template":"Network speed ${/mobility/averageSpeedKph} km/h • ${/mobility/congestedSegments} congested segments"}},"children":[]}}
+{"op":"add","path":"/state/mobility","value":{"congestionLevel":"High","averageSpeedKph":24,"congestedSegments":18}}
+{"op":"add","path":"/elements/transit-summary","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Transit punctuality: ${/transit/onTimePercent}%"},"description":{"$template":"Bus ${/transit/busPercent}% • Rail ${/transit/railPercent}% • ${/transit.delayedServices} delayed services"}},"children":[]}}
+{"op":"add","path":"/state/transit","value":{"onTimePercent":87,"busPercent":84,"railPercent":93,"delayedServices":7}}
+{"op":"add","path":"/elements/water-summary","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"Water today: ${/water/todayML} ML"},"description":{"$template":"${/water/changePercent}% vs typical • Peak demand ${/water/peakHour}"}},"children":[]}}
+{"op":"add","path":"/state/water","value":{"todayML":182.4,"changePercent":"+3.1","peakHour":"08:00–09:00"}}
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+{"op":"add","path":"/state/backlog","value":{"total":1248,"overdue":186,"oldestDays":19}}
+{"op":"add","path":"/elements/congestion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["congestion-header","congestion-chart","congestion-series"]}}
+{"op":"add","path":"/elements/congestion-header","value":{"type":"CardHeader","props":{"title":"Congestion right now","subtitle":"Travel-time index by corridor; 1.0 is free-flow"},"children":[]}}
+{"op":"add","path":"/elements/congestion-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/congestion/labels"},"series":["congestion-series"],"variant":"grouped","xLabel":"Travel-time index","yLabel":"Corridor"},"children":[]}}
+{"op":"add","path":"/state/congestion","value":{"labels":["River Parkway","Central Avenue","Airport Link","North Ring Road","Harbor Boulevard"]}}
+{"op":"add","path":"/elements/congestion-series","value":{"type":"Series","props":{"category":"Current index","values":{"$state":"/congestion/values"}},"children":[]}}
+{"op":"add","path":"/state/congestion/values","value":[2.1,1.8,1.6,1.4,1.3]}
+{"op":"add","path":"/elements/transit-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transit-header","transit-chart","transit-series"]}}
+{"op":"add","path":"/elements/transit-header","value":{"type":"CardHeader","props":{"title":"Transit punctuality","subtitle":"On-time performance by mode, trailing 60 minutes"},"children":[]}}
+{"op":"add","path":"/elements/transit-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/transitModes/labels"},"series":["transit-series"],"variant":"grouped","xLabel":"Mode","yLabel":"On time (%)"},"children":[]}}
+{"op":"add","path":"/state/transitModes","value":{"labels":["Bus","Metro","Tram","Ferry"]}}
+{"op":"add","path":"/elements/transit-series","value":{"type":"Series","props":{"category":"On time %","values":{"$state":"/transitModes/values"}},"children":[]}}
+{"op":"add","path":"/state/transitModes/values","value":[84,94,89,91]}
+{"op":"add","path":"/elements/parking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["parking-header","parking-chart"]}}
+{"op":"add","path":"/elements/parking-header","value":{"type":"CardHeader","props":{"title":"Downtown parking availability","subtitle":"1,087 of 3,420 monitored spaces currently available"},"children":[]}}
+{"op":"add","path":"/elements/parking-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/parking/labels"},"values":{"$state":"/parking/values"},"variant":"donut","appearance":"semiCircular"},"children":[]}}
+{"op":"add","path":"/state/parking","value":{"labels":["Available","Occupied","Out of service"],"values":[1087,2264,69]}}
+{"op":"add","path":"/elements/environment-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["air-quality-card","energy-card"]}}
+{"op":"add","path":"/elements/air-quality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["air-quality-header","air-quality-list"]}}
+{"op":"add","path":"/elements/air-quality-header","value":{"type":"CardHeader","props":{"title":"Air quality by district","subtitle":"Live AQI readings; lower is better"},"children":[]}}
+{"op":"add","path":"/elements/air-quality-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/airQuality","key":"id"},"children":["air-quality-row"]}}
+{"op":"add","path":"/elements/air-quality-row","value":{"type":"TextCallout","props":{"variant":{"$item":"variant"},"title":{"$template":"${district} • AQI ${aqi} • ${status}"},"description":{"$template":"Primary pollutant: ${pollutant} • Updated ${updated}"}}, "children":[]}}
+{"op":"add","path":"/state/airQuality","value":[]}
+{"op":"add","path":"/state/airQuality/0","value":{"id":"aq-central","district":"Central","aqi":72,"status":"Moderate","pollutant":"PM2.5","updated":"2 min ago","variant":"warning"}}
+{"op":"add","path":"/state/airQuality/1","value":{"id":"aq-north","district":"North","aqi":41,"status":"Good","pollutant":"O₃","updated":"3 min ago","variant":"success"}}
+{"op":"add","path":"/state/airQuality/2","value":{"id":"aq-east","district":"East","aqi":56,"status":"Moderate","pollutant":"NO₂","updated":"1 min ago","variant":"warning"}}
+{"op":"add","path":"/state/airQuality/3","value":{"id":"aq-south","district":"South","aqi":38,"status":"Good","pollutant":"PM10","updated":"4 min ago","variant":"success"}}
+{"op":"add","path":"/state/airQuality/4","value":{"id":"aq-west","district":"West","aqi":47,"status":"Good","pollutant":"O₃","updated":"2 min ago","variant":"success"}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energy-header","energy-chart","energy-series"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Municipal energy use • past week","subtitle":"Total 11.8 GWh • 4.2% below prior week"},"children":[]}}
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+{"op":"add","path":"/state/energy","value":{"labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy use","values":{"$state":"/energy/values"}},"children":[]}}
+{"op":"add","path":"/state/energy/values","value":[1.74,1.79,1.82,1.55,1.48,1.71,1.69]}
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+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Location, severity and response status"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"TextCallout","props":{"variant":{"$item":"variant"},"title":{"$template":"${severity} • ${type}"},"description":{"$template":"${location} • ${district} District • ${status} • Open ${openFor}"}}, "children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"INC-1048","severity":"Critical","type":"Gas main rupture","location":"8th St & Mason Ave","district":"Central","status":"Fire and utility units responding","openFor":"18 min","variant":"danger"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"INC-1045","severity":"High","type":"Multi-vehicle collision","location":"Airport Link, Exit 7","district":"East","status":"Two lanes closed","openFor":"34 min","variant":"danger"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"INC-1039","severity":"Medium","type":"Flooded underpass","location":"Harbor Blvd & Pier Rd","district":"South","status":"Barricades in place","openFor":"1 hr 12 min","variant":"warning"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"INC-1032","severity":"Low","type":"Signal outage","location":"Oak St & 14th Ave","district":"North","status":"Technician assigned","openFor":"2 hr 5 min","variant":"neutral"}}
+{"op":"add","path":"/elements/deployments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["deployments-header","deployments-list"]}}
+{"op":"add","path":"/elements/deployments-header","value":{"type":"CardHeader","props":{"title":"Emergency vehicle deployments","subtitle":"Active units and current assignment locations"},"children":[]}}
+{"op":"add","path":"/elements/deployments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/deployments","key":"id"},"children":["deployment-row"]}}
+{"op":"add","path":"/elements/deployment-row","value":{"type":"ListItem","props":{"title":{"$template":"${unit} • ${service}"},"subtitle":{"$template":"${location} • ${assignment} • ${eta}"},"actionLabel":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/deployments","value":[]}
+{"op":"add","path":"/state/deployments/0","value":{"id":"DEP-1","unit":"Engine 12","service":"Fire","location":"8th St & Mason Ave","assignment":"Gas rupture perimeter","eta":"On scene","status":"Active"}}
+{"op":"add","path":"/state/deployments/1","value":{"id":"DEP-2","unit":"Medic 4","service":"EMS","location":"Airport Link, Exit 7","assignment":"Collision triage","eta":"On scene","status":"Active"}}
+{"op":"add","path":"/state/deployments/2","value":{"id":"DEP-3","unit":"Patrol 221","service":"Police","location":"Harbor Blvd underpass","assignment":"Traffic control","eta":"On scene","status":"Active"}}
+{"op":"add","path":"/state/deployments/3","value":{"id":"DEP-4","unit":"Rescue 7","service":"Fire","location":"West Station","assignment":"Coverage standby","eta":"Ready","status":"Available"}}
+{"op":"add","path":"/elements/citizen-reports-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["citizen-reports-header","citizen-reports-list"]}}
+{"op":"add","path":"/elements/citizen-reports-header","value":{"type":"CardHeader","props":{"title":"Citizen reports • live feed","subtitle":"Incoming 311, app and hotline submissions"},"children":[]}}
+{"op":"add","path":"/elements/citizen-reports-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/citizenReports","key":"id"},"children":["citizen-report-row"]}}
+{"op":"add","path":"/elements/citizen-report-row","value":{"type":"TextContent","props":{"text":{"$template":"**${time} · ${category}** — ${message}\n${location} • ${channel} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"CR-8821","time":"14:31","category":"Road hazard","message":"Large debris blocking the curb lane.","location":"Pine Ave near 3rd St","channel":"City app","status":"Unverified"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"CR-8820","time":"14:29","category":"Water","message":"Water pooling around a hydrant.","location":"41 Market Street","channel":"311 call","status":"Triage underway"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"CR-8819","time":"14:26","category":"Streetlight","message":"Three consecutive lights are out.","location":"Lake Walk, block 600","channel":"Web","status":"Request created"}}
+{"op":"add","path":"/state/citizenReports/3","value":{"id":"CR-8818","time":"14:22","category":"Noise","message":"Construction activity outside permitted hours.","location":"17 Union Plaza","channel":"Hotline","status":"Routed"}}
+{"op":"add","path":"/elements/dispatch-alert-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["dispatch-form-card","public-alert-card","weekend-events-card"]}}
+{"op":"add","path":"/elements/dispatch-form-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["dispatch-header","dispatch-form","dispatch-success"]}}
+{"op":"add","path":"/elements/dispatch-header","value":{"type":"CardHeader","props":{"title":"Dispatch a crew","subtitle":"Create and assign a field response"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatch-crew","buttons":"dispatch-buttons","fields":["dispatch-type-control","dispatch-location-control","dispatch-priority-control","dispatch-notes-control"]},"children":[]}}
+{"op":"add","path":"/elements/dispatch-type-control","value":{"type":"FormControl","props":{"label":"Crew type","input":"dispatch-type","hint":"Choose the closest operational team."},"children":[]}}
+{"op":"add","path":"/elements/dispatch-type","value":{"type":"Select","props":{"name":"crewType","items":["crew-road","crew-water","crew-electrical","crew-sanitation","crew-parks"],"placeholder":"Select crew","value":{"$bindState":"/dispatch/crewType"}},"children":[]}}
+{"op":"add","path":"/elements/crew-road","value":{"type":"SelectItem","props":{"value":"Road maintenance","label":"Road maintenance"},"children":[]}}
+{"op":"add","path":"/elements/crew-water","value":{"type":"SelectItem","props":{"value":"Water utility","label":"Water utility"},"children":[]}}
+{"op":"add","path":"/elements/crew-electrical","value":{"type":"SelectItem","props":{"value":"Electrical","label":"Electrical"},"children":[]}}
+{"op":"add","path":"/elements/crew-sanitation","value":{"type":"SelectItem","props":{"value":"Sanitation","label":"Sanitation"},"children":[]}}
+{"op":"add","path":"/elements/crew-parks","value":{"type":"SelectItem","props":{"value":"Parks","label":"Parks"},"children":[]}}
+{"op":"add","path":"/state/dispatch","value":{"crewType":"","location":"","priority":"Urgent","notes":""}}
+{"op":"add","path":"/elements/dispatch-location-control","value":{"type":"FormControl","props":{"label":"Location","input":"dispatch-location"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-location","value":{"type":"Input","props":{"name":"dispatchLocation","placeholder":"Street address or intersection","type":"text","value":{"$bindState":"/dispatch/location"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"dispatch-priority"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-priority","value":{"type":"RadioGroup","props":{"name":"dispatchPriority","items":["priority-routine","priority-urgent","priority-emergency"],"value":{"$bindState":"/dispatch/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priority-routine","value":{"type":"RadioItem","props":{"label":"Routine","description":"Schedule within 24 hours","value":"Routine"},"children":[]}}
+{"op":"add","path":"/elements/priority-urgent","value":{"type":"RadioItem","props":{"label":"Urgent","description":"Dispatch within 60 minutes","value":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/priority-emergency","value":{"type":"RadioItem","props":{"label":"Emergency","description":"Dispatch immediately","value":"Emergency"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes-control","value":{"type":"FormControl","props":{"label":"Assignment notes","input":"dispatch-notes"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes","value":{"type":"TextArea","props":{"name":"dispatchNotes","placeholder":"Hazards, access instructions, equipment needed…","rows":3,"value":{"$bindState":"/dispatch/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["dispatch-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-submit","value":{"type":"Button","props":{"label":"Dispatch crew","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatchSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/dispatchSubmitted","value":false}
+{"op":"add","path":"/elements/dispatch-success","value":{"type":"Callout","props":{"variant":"success","title":"Dispatch created","description":{"$template":"${/dispatch/crewType} crew assigned to ${/dispatch/location} at ${/dispatch/priority} priority."}},"visible":{"$state":"/dispatchSubmitted"},"children":[]}}
+{"op":"add","path":"/elements/public-alert-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-form","alert-success"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Send a public alert","subtitle":"Publish a message to subscribed residents"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"public-alert","buttons":"alert-buttons","fields":["alert-audience-control","alert-message-control"]},"children":[]}}
+{"op":"add","path":"/elements/alert-audience-control","value":{"type":"FormControl","props":{"label":"Audience","input":"alert-audience"},"children":[]}}
+{"op":"add","path":"/elements/alert-audience","value":{"type":"Select","props":{"name":"alertAudience","items":["audience-citywide","audience-focused"],"value":{"$bindState":"/publicAlert/audience"}},"children":[]}}
+{"op":"add","path":"/elements/audience-citywide","value":{"type":"SelectItem","props":{"value":"Citywide","label":"Citywide"},"children":[]}}
+{"op":"add","path":"/elements/audience-focused","value":{"type":"SelectItem","props":{"value":"Focused district","label":"Focused district"},"children":[]}}
+{"op":"add","path":"/state/publicAlert","value":{"audience":"Focused district","message":"Avoid Airport Link near Exit 7 due to a multi-vehicle collision. Expect significant delays and use alternate routes."}}
+{"op":"add","path":"/elements/alert-message-control","value":{"type":"FormControl","props":{"label":"Alert message","input":"alert-message","hint":"Keep the message direct, actionable and location-specific."},"children":[]}}
+{"op":"add","path":"/elements/alert-message","value":{"type":"TextArea","props":{"name":"alertMessage","placeholder":"Enter public alert message…","rows":5,"value":{"$bindState":"/publicAlert/message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-preview","alert-send"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/alert-preview","value":{"type":"Button","props":{"label":"Preview","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/alert-send","value":{"type":"Button","props":{"label":"Send public alert","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/alertSent","value":false}
+{"op":"add","path":"/elements/alert-success","value":{"type":"Callout","props":{"variant":"success","title":"Public alert sent","description":{"$template":"Message published to ${/publicAlert/audience} recipients."}},"visible":{"$state":"/alertSent"},"children":[]}}
+{"op":"add","path":"/elements/weekend-events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Public events this weekend","subtitle":"Expected attendance and operational impacts"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/elements/event-row","value":{"type":"ListItem","props":{"title":{"$template":"${name} • ${dayTime}"},"subtitle":{"$template":"${location} • ${attendance} expected • ${impact}"},"actionLabel":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"EV-1","name":"Riverfront Music Festival","dayTime":"Sat 12:00–22:30","location":"Riverfront Park","attendance":"18,000","impact":"Parkway closures from 10:00","status":"Major"}}
+{"op":"add","path":"/state/events/1","value":{"id":"EV-2","name":"City Half Marathon","dayTime":"Sun 06:00–12:00","location":"Central–West route","attendance":"9,500","impact":"Rolling road closures","status":"Major"}}
+{"op":"add","path":"/state/events/2","value":{"id":"EV-3","name":"Downtown Night Market","dayTime":"Sat 17:00–23:00","location":"Market Square","attendance":"4,000","impact":"Parking demand elevated","status":"Moderate"}}
+{"op":"add","path":"/state/events/3","value":{"id":"EV-4","name":"Harbor Family Day","dayTime":"Sun 10:00–16:00","location":"Pier 4","attendance":"2,500","impact":"Additional transit service","status":"Low"}}
+{"op":"add","path":"/elements/planning-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["roadworks-card","maintenance-card","backlog-card"]}}
+{"op":"add","path":"/elements/roadworks-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["roadworks-header","roadworks-list"]}}
+{"op":"add","path":"/elements/roadworks-header","value":{"type":"CardHeader","props":{"title":"Roadworks planned this month","subtitle":"Approved works and expected traffic impacts"},"children":[]}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-row"]}}
+{"op":"add","path":"/elements/roadwork-row","value":{"type":"TextContent","props":{"text":{"$template":"**${dates} · ${project}**\n${location} • ${impact} • ${contractor}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"RW-41","dates":"Aug 20–24","project":"Resurfacing","location":"North Ring Road, km 4–8","impact":"Night lane closures","contractor":"Metro Paving"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"RW-42","dates":"Aug 22–29","project":"Water-main renewal","location":"Cedar Street","impact":"Local access only","contractor":"AquaWorks"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"RW-43","dates":"Aug 25–27","project":"Signal modernization","location":"Central Ave & 10th St","impact":"Intersection delays","contractor":"City Signals"}}
+{"op":"add","path":"/state/roadworks/3","value":{"id":"RW-44","dates":"Aug 28–31","project":"Bridge inspection","location":"Harbor Bridge","impact":"One lane closed","contractor":"Structural Services"}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Infrastructure maintenance due","subtitle":"Priority jobs due within the next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/maintenanceJobs","key":"id"},"children":["maintenance-row"]}}
+{"op":"add","path":"/elements/maintenance-row","value":{"type":"TextCallout","props":{"variant":{"$item":"variant"},"title":{"$template":"${asset} • Due ${due}"},"description":{"$template":"${location} • ${work} • Owner: ${owner}"}}, "children":[]}}
+{"op":"add","path":"/state/maintenanceJobs","value":[]}
+{"op":"add","path":"/state/maintenanceJobs/0","value":{"id":"MJ-301","asset":"Storm pump SP-17","due":"Today","location":"South Flood Station","work":"Quarterly inspection","owner":"Water Operations","variant":"danger"}}
+{"op":"add","path":"/state/maintenanceJobs/1","value":{"id":"MJ-302","asset":"Bridge expansion joints","due":"Aug 20","location":"East River Bridge","work":"Condition assessment","owner":"Structures Team","variant":"warning"}}
+{"op":"add","path":"/state/maintenanceJobs/2","value":{"id":"MJ-303","asset":"Substation transformer T4","due":"Aug 23","location":"Central Substation","work":"Oil and thermal test","owner":"Energy Services","variant":"warning"}}
+{"op":"add","path":"/state/maintenanceJobs/3","value":{"id":"MJ-304","asset":"Reservoir valve V-88","due":"Aug 27","location":"West Reservoir","work":"Exercise and lubricate","owner":"Water Operations","variant":"info"}}
+{"op":"add","path":"/elements/backlog-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["backlog-header","backlog-chart"]}}
+{"op":"add","path":"/elements/backlog-header","value":{"type":"CardHeader","props":{"title":"Service request backlog","subtitle":"Open requests by service; 186 are overdue"},"children":[]}}
+{"op":"add","path":"/elements/backlog-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/backlogByService/labels"},"series":["backlog-series"],"variant":"grouped","xLabel":"Open requests","yLabel":"Service"},"children":[]}}
+{"op":"add","path":"/state/backlogByService","value":{"labels":["Roads","Waste","Streetlights","Water","Parks"]}}
+{"op":"add","path":"/elements/backlog-series","value":{"type":"Series","props":{"category":"Open requests","values":{"$state":"/backlogByService/values"}},"children":[]}}
+{"op":"add","path":"/state/backlogByService/values","value":[386,294,241,178,149]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..0c35bc8f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r3.txt
@@ -0,0 +1,199 @@
+{"op":"add","path":"/root","value":"operations-center"}
+{"op":"add","path":"/elements/operations-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","district-control","weather-row","live-operations","resource-status","community-services","planning-maintenance","action-center"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["command-title","operational-status","last-updated"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"CardHeader","props":{"title":"City Operations Center","subtitle":"Live mobility, utilities, safety, and public service overview"},"children":[]}}
+{"op":"add","path":"/elements/operational-status","value":{"type":"Tag","props":{"text":"Operational","icon":"●","size":"md","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/last-updated","value":{"type":"TextContent","props":{"text":{"$state":"/lastUpdated"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"Live feed updated August 18, 2026 · 14:32"}
+{"op":"add","path":"/elements/district-control","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["district-heading","district-select-control","district-focus-note"]}}
+{"op":"add","path":"/elements/district-heading","value":{"type":"CardHeader","props":{"title":"District Focus","subtitle":"Filter operational attention to one district"},"children":[]}}
+{"op":"add","path":"/elements/district-select-control","value":{"type":"FormControl","props":{"label":"Focus district","input":"district-select","hint":"Updates the command-center focus context"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","items":["district-all","district-central","district-north","district-east","district-south","district-west"],"size":"medium","value":{"$bindState":"/selectedDistrict"}},"children":[]}}
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+{"op":"add","path":"/elements/crew-electrical","value":{"type":"SelectItem","props":{"value":"Electrical Crew E-8","label":"Electrical Crew E-8 · Available"},"children":[]}}
+{"op":"add","path":"/elements/crew-parks","value":{"type":"SelectItem","props":{"value":"Parks Crew P-2","label":"Parks Crew P-2 · Available"},"children":[]}}
+{"op":"add","path":"/state/dispatch/crew","value":""}
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+{"op":"add","path":"/state/dispatch/location","value":""}
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+{"op":"add","path":"/state/dispatch/task","value":""}
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+{"op":"add","path":"/elements/dispatch-priority-select","value":{"type":"Select","props":{"name":"dispatchPriority","items":["dispatch-routine","dispatch-urgent","dispatch-emergency"],"value":{"$bindState":"/dispatch/priority"},"size":"medium"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-urgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-emergency","value":{"type":"SelectItem","props":{"value":"Emergency","label":"Emergency"},"children":[]}}
+{"op":"add","path":"/state/dispatch/priority","value":"Routine"}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["dispatch-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-submit","value":{"type":"Button","props":{"label":"Dispatch Crew","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/dispatchSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/dispatchSent","value":false}
+{"op":"add","path":"/elements/public-alert-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["public-alert-header","public-alert-form"]}}
+{"op":"add","path":"/elements/public-alert-header","value":{"type":"CardHeader","props":{"title":"Send a Public Alert","subtitle":"Publish a message to subscribed residents"},"children":[]}}
+{"op":"add","path":"/elements/public-alert-form","value":{"type":"Form","props":{"name":"publicAlert","fields":["alert-audience-control","alert-channel-control","alert-message-control"],"buttons":"alert-buttons"},"children":[]}}
+{"op":"add","path":"/elements/alert-audience-control","value":{"type":"FormControl","props":{"label":"Audience","input":"alert-audience-select"},"children":[]}}
+{"op":"add","path":"/elements/alert-audience-select","value":{"type":"Select","props":{"name":"alertAudience","items":["audience-citywide","audience-focused","audience-downtown"],"value":{"$bindState":"/publicAlert/audience"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/audience-citywide","value":{"type":"SelectItem","props":{"value":"Citywide","label":"Citywide"},"children":[]}}
+{"op":"add","path":"/elements/audience-focused","value":{"type":"SelectItem","props":{"value":"Focused district","label":"Focused district"},"children":[]}}
+{"op":"add","path":"/elements/audience-downtown","value":{"type":"SelectItem","props":{"value":"Downtown geofence","label":"Downtown geofence"},"children":[]}}
+{"op":"add","path":"/state/publicAlert/audience","value":"Citywide"}
+{"op":"add","path":"/elements/alert-channel-control","value":{"type":"FormControl","props":{"label":"Channels","input":"alert-channel-group","hint":"Select one or more delivery channels"},"children":[]}}
+{"op":"add","path":"/elements/alert-channel-group","value":{"type":"CheckBoxGroup","props":{"name":"alertChannels","items":["channel-sms","channel-app","channel-web"],"value":{"$bindState":"/publicAlert/channels"}},"children":[]}}
+{"op":"add","path":"/elements/channel-sms","value":{"type":"CheckBoxItem","props":{"label":"SMS","description":"Text subscribed mobile numbers","name":"sms","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/channel-app","value":{"type":"CheckBoxItem","props":{"label":"City app","description":"Send a push notification","name":"app","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/channel-web","value":{"type":"CheckBoxItem","props":{"label":"Web banner","description":"Post on the city website","name":"web","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/state/publicAlert/channels","value":["sms","app"]}
+{"op":"add","path":"/elements/alert-message-control","value":{"type":"FormControl","props":{"label":"Alert message","input":"alert-message-input","hint":"Keep the message concise and actionable"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-input","value":{"type":"TextArea","props":{"name":"alertMessage","placeholder":"Enter the public safety or service message","rows":5,"value":{"$bindState":"/publicAlert/message"}},"children":[]}}
+{"op":"add","path":"/state/publicAlert/message","value":""}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-send"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/alert-send","value":{"type":"Button","props":{"label":"Send Public Alert","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/alertSent","value":false}
+{"op":"add","path":"/elements/dispatch-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Crew dispatch submitted","description":{"$template":"${/dispatch/crew} assigned to ${/dispatch/location}. Priority: ${/dispatch/priority}."}},"visible":{"$state":"/dispatchSent"},"children":[]}}
+{"op":"add","path":"/elements/alert-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Public alert sent","description":{"$template":"Alert published to ${/publicAlert/audience}: ${/publicAlert/message}"}},"visible":{"$state":"/alertSent"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r4.txt
new file mode 100644
index 000000000..94057de1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-city__r4.txt
@@ -0,0 +1,174 @@
+{"op":"add","path":"/root","value":"operations-center"}
+{"op":"add","path":"/elements/operations-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","district-focus","live-overview","mobility-section","environment-section","safety-section","community-section","operations-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["header-copy","weather-card"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","updated"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"City Operations Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/updated","value":{"type":"TextContent","props":{"text":{"$template":"Live operational picture • Updated ${/lastUpdated}"}},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"Saturday, Aug 22 at 10:42 AM"}
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["weather-heading","weather-temp","weather-detail"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"TextContent","props":{"text":"Current weather","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/weather-temp","value":{"type":"Heading","props":{"text":{"$template":"${/weather/temperature}°C • ${/weather/condition}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/weather-detail","value":{"type":"TextContent","props":{"text":{"$template":"Feels ${/weather/feelsLike}°C • Wind ${/weather/wind} • Rain ${/weather/rainChance}%"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"temperature":24,"condition":"Partly cloudy","feelsLike":25,"wind":"SW 14 km/h","rainChance":20}}
+{"op":"add","path":"/elements/district-focus","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["district-heading","district-control","district-note"]}}
+{"op":"add","path":"/elements/district-heading","value":{"type":"CardHeader","props":{"title":"District focus","subtitle":"Filter the operational view to one district."},"children":[]}}
+{"op":"add","path":"/elements/district-control","value":{"type":"FormControl","props":{"label":"Focus district","input":"district-select","hint":"Select All districts to restore the citywide view."},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","items":["district-all","district-central","district-north","district-east","district-south","district-west"],"value":{"$bindState":"/selectedDistrict"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/district-all","value":{"type":"SelectItem","props":{"value":"All districts","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/district-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/district-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
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+{"op":"add","path":"/elements/district-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/district-west","value":{"type":"SelectItem","props":{"value":"West","label":"West"},"children":[]}}
+{"op":"add","path":"/elements/district-note","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Current scope: ${/selectedDistrict}"},"description":"District-level feeds and response queues remain live."},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"All districts"}
+{"op":"add","path":"/elements/live-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["overview-heading","overview-grid"]}}
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+{"op":"add","path":"/elements/overview-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["congestion-card","transit-card","water-card","parking-card","backlog-card"]}}
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+{"op":"add","path":"/elements/congestion-label","value":{"type":"TextContent","props":{"text":"Congestion right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/congestion/status"},"level":"h3"},"children":[]}}
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+{"op":"add","path":"/state/metrics","value":{"congestion":{"status":"Heavy","index":72,"averageSpeed":24,"hotspot":"Central Ring Road"}}}
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+{"op":"add","path":"/elements/transit-label","value":{"type":"TextContent","props":{"text":"Transit punctuality","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/transit/onTime}% on time"},"level":"h3"},"children":[]}}
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+{"op":"add","path":"/elements/transit-detail","value":{"type":"TextContent","props":{"text":{"$template":"Bus ${/metrics/transit/bus}% • Rail ${/metrics/transit/rail}% • ${/metrics/transit/disruptions} active disruptions"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/transit","value":{"onTime":91,"bus":89,"rail":95,"disruptions":2}}
+{"op":"add","path":"/elements/water-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["water-label","water-value","water-progress","water-detail"]}}
+{"op":"add","path":"/elements/water-label","value":{"type":"TextContent","props":{"text":"Water use today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/water/used} ML"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/water-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/water/targetPercent"},"label":{"$template":"${/metrics/water/targetPercent}% of daily forecast"}},"children":[]}}
+{"op":"add","path":"/elements/water-detail","value":{"type":"TextContent","props":{"text":{"$template":"Forecast ${/metrics/water/forecast} ML • ${/metrics/water/change}% vs. last Saturday"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/parking-label","value":{"type":"TextContent","props":{"text":"Downtown parking","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/backlog-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["backlog-label","backlog-value","backlog-progress","backlog-detail"]}}
+{"op":"add","path":"/elements/backlog-label","value":{"type":"TextContent","props":{"text":"Service request backlog","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/backlog-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/backlog.overdue} overdue • Oldest ${/metrics/backlog/oldestDays} days"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy use over the past week","subtitle":"Citywide electricity demand in MWh."},"children":[]}}
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+{"op":"add","path":"/elements/roadworks-header","value":{"type":"CardHeader","props":{"title":"Roadworks planned this month","subtitle":"Upcoming works affecting traffic and access."},"children":[]}}
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+{"op":"add","path":"/state/roadworks/1","value":{"id":"rw-102","project":"North Bridge joint replacement","location":"North • Harbor Bridge","dates":"Aug 26–Sep 4","impact":"One lane each direction","status":"Mobilizing"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"rw-103","project":"Water main renewal","location":"East • Cedar Avenue","dates":"Aug 29–31","impact":"Local detour","status":"Scheduled"}}
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+{"op":"add","path":"/elements/environment-heading","value":{"type":"Heading","props":{"text":"Environment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/air-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["air-header","air-chart"]}}
+{"op":"add","path":"/elements/air-header","value":{"type":"CardHeader","props":{"title":"Air quality by district","subtitle":"Current Air Quality Index; lower is better."},"children":[]}}
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+{"op":"add","path":"/elements/air-series","value":{"type":"Series","props":{"category":"AQI","values":{"$state":"/airQuality/values"}},"children":[]}}
+{"op":"add","path":"/state/airQuality","value":{"labels":["Central","North","East","South","West"],"values":[58,34,42,71,39]}}
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+{"op":"add","path":"/elements/safety-heading","value":{"type":"Heading","props":{"text":"Safety & response","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/safety-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["incidents-card","deployments-card"]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Location and severity for active incidents."},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["incident-copy","incident-severity"]}}
+{"op":"add","path":"/elements/incident-copy","value":{"type":"TextContent","props":{"text":{"$template":"**${type}**\n${location} • ${district} • Open ${opened}"},"size":"default"},"children":[]}}
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+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-2401","type":"Multi-vehicle collision","location":"Central Ring Rd & 5th St","district":"Central","severity":"Critical","opened":"18 min ago"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-2402","type":"Gas odor investigation","location":"88 Cedar Avenue","district":"East","severity":"High","opened":"31 min ago"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-2403","type":"Fallen tree blocking lane","location":"Lakeview Dr near Pine Rd","district":"North","severity":"Medium","opened":"47 min ago"}}
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+{"op":"add","path":"/elements/deployments-header","value":{"type":"CardHeader","props":{"title":"Emergency vehicle deployments","subtitle":"Current unit locations and assignments."},"children":[]}}
+{"op":"add","path":"/elements/deployments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/deployments","key":"id"},"children":["deployment-item"]}}
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+{"op":"add","path":"/state/deployments","value":[]}
+{"op":"add","path":"/state/deployments/0","value":{"id":"dep-1","unit":"Engine 7","agency":"Fire","location":"Central Ring Rd & 5th St","assignment":"Collision response","status":"On scene"}}
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+{"op":"add","path":"/elements/dispatch-crew-control","value":{"type":"FormControl","props":{"label":"Crew type","input":"dispatch-crew-input"},"children":[]}}
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+{"op":"add","path":"/elements/crew-streets","value":{"type":"SelectItem","props":{"value":"Streets crew","label":"Streets crew"},"children":[]}}
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+{"op":"add","path":"/elements/crew-sanitation","value":{"type":"SelectItem","props":{"value":"Sanitation crew","label":"Sanitation crew"},"children":[]}}
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+{"op":"add","path":"/elements/dispatch-location-input","value":{"type":"Input","props":{"name":"dispatchLocation","placeholder":"Street address or landmark","value":{"$bindState":"/dispatch/location"}},"children":[]}}
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+{"op":"add","path":"/elements/priority-emergency","value":{"type":"SelectItem","props":{"value":"Emergency","label":"Emergency"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes-control","value":{"type":"FormControl","props":{"label":"Assignment notes","input":"dispatch-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes-input","value":{"type":"TextArea","props":{"name":"dispatchNotes","placeholder":"Describe the task and access details","rows":3,"value":{"$bindState":"/dispatch/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"buttons":["dispatch-submit"]},"children":[]}}
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+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Send a public alert","subtitle":"Publish an urgent message to subscribed residents."},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"publicAlert","fields":["alert-area-control","alert-message-control"],"buttons":"alert-buttons"},"children":[]}}
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+{"op":"add","path":"/elements/alert-citywide","value":{"type":"SelectItem","props":{"value":"Citywide","label":"Citywide"},"children":[]}}
+{"op":"add","path":"/elements/alert-focused","value":{"type":"SelectItem","props":{"value":"Focused district","label":"Focused district"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-control","value":{"type":"FormControl","props":{"label":"Alert message","input":"alert-message-input","hint":"Keep the message concise and include protective action when needed."},"children":[]}}
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+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-submit"]},"children":[]}}
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+{"op":"add","path":"/state/publicAlert","value":{"audience":"Citywide","message":"","sent":false}}
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+{"op":"add","path":"/elements/community-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["events-card","reports-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Public events this weekend","subtitle":"Events with anticipated operational impact."},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${day}, ${time} • ${location} • Expected ${attendance}"},"actionLabel":{"$item":"impact"}},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"evt-1","name":"Riverfront Summer Festival","day":"Saturday","time":"11:00 AM–9:00 PM","location":"Riverfront Park, Central","attendance":"18,000","impact":"High impact"}}
+{"op":"add","path":"/state/events/1","value":{"id":"evt-2","name":"Northside Farmers Market","day":"Saturday","time":"8:00 AM–2:00 PM","location":"Civic Plaza, North","attendance":"3,500","impact":"Moderate"}}
+{"op":"add","path":"/state/events/2","value":{"id":"evt-3","name":"City Half Marathon","day":"Sunday","time":"6:30 AM–12:00 PM","location":"West–Central route","attendance":"12,000","impact":"Road closures"}}
+{"op":"add","path":"/state/events/3","value":{"id":"evt-4","name":"East District Night Market","day":"Sunday","time":"4:00 PM–10:00 PM","location":"Cedar Avenue, East","attendance":"5,000","impact":"Moderate"}}
+{"op":"add","path":"/elements/reports-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["reports-header","reports-live","reports-list"]}}
+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Citizen reports","subtitle":"Incoming reports ordered newest first."},"children":[]}}
+{"op":"add","path":"/elements/reports-live","value":{"type":"Badge","props":{"text":"LIVE","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/citizenReports","key":"id"},"children":["report-item"]}}
+{"op":"add","path":"/elements/report-item","value":{"type":"ListItem","props":{"title":{"$item":"category"},"subtitle":{"$template":"${location} • ${district} • ${time}\n${description}"},"actionLabel":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"cr-501","category":"Street flooding","location":"Oak St underpass","district":"West","time":"2 min ago","description":"Water covering the eastbound lane.","status":"New"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"cr-500","category":"Missed waste pickup","location":"220 Maple Terrace","district":"North","time":"7 min ago","description":"Residential bins remain at curb.","status":"Triaged"}}
+{"op":"add","path":"/state/citizenReports/2","value":{"id":"cr-499","category":"Pothole","location":"Cedar Ave & 9th","district":"East","time":"11 min ago","description":"Large pothole in right travel lane.","status":"Assigned"}}
+{"op":"add","path":"/state/citizenReports/3","value":{"id":"cr-498","category":"Broken streetlight","location":"Market St near Library","district":"Central","time":"16 min ago","description":"Two consecutive lights are out.","status":"New"}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["operations-heading","maintenance-card"]}}
+{"op":"add","path":"/elements/operations-heading","value":{"type":"Heading","props":{"text":"Asset operations","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Infrastructure jobs due for maintenance","subtitle":"Priority preventive and corrective work."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceJobs","key":"id"},"children":["maintenance-item"]}}
+{"op":"add","path":"/elements/maintenance-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["maintenance-copy","maintenance-status"]}}
+{"op":"add","path":"/elements/maintenance-copy","value":{"type":"TextContent","props":{"text":{"$template":"**${asset}**\n${location} • Due ${dueDate} • ${work}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-status","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/maintenanceJobs","value":[]}
+{"op":"add","path":"/state/maintenanceJobs/0","value":{"id":"mnt-801","asset":"Pump Station PS-14","location":"South District","dueDate":"Aug 23","work":"Inspect backup generator and seals","priority":"Overdue"}}
+{"op":"add","path":"/state/maintenanceJobs/1","value":{"id":"mnt-802","asset":"Harbor Bridge sensor array","location":"North District","dueDate":"Aug 25","work":"Calibrate strain and vibration sensors","priority":"High"}}
+{"op":"add","path":"/state/maintenanceJobs/2","value":{"id":"mnt-803","asset":"Substation E-7 transformer","location":"East District","dueDate":"Aug 27","work":"Thermal inspection and oil sample","priority":"High"}}
+{"op":"add","path":"/state/maintenanceJobs/3","value":{"id":"mnt-804","asset":"Traffic Signal Cabinet C-112","location":"Central District","dueDate":"Aug 29","work":"Battery replacement and firmware update","priority":"Medium"}}
+{"op":"add","path":"/state/maintenanceJobs/4","value":{"id":"mnt-805","asset":"Reservoir West telemetry","location":"West District","dueDate":"Aug 31","work":"Replace communications modem","priority":"Medium"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..c7d3b0a15
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,264 @@
+{"op":"add","path":"/root","value":"coordination-center"}
+{"op":"add","path":"/elements/coordination-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","critical-alert","zone-focus","summary-row","operations-tabs","action-center"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","operational-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Regional command dashboard • Operational period: 18 Aug 2026, 06:00–18:00","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/operational-status","value":{"type":"Badge","props":{"text":"LEVEL 3 • FULL ACTIVATION","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"title":"Flash-flood emergency remains in effect","description":"Life-safety operations are concentrated in North and East zones. Route E-4 is closed; use Route E-2 for evacuation traffic.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/zone-focus","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","wrap":true},"children":["zone-focus-heading","zone-all","zone-north","zone-east","zone-south","zone-west","zone-focus-label"]}}
+{"op":"add","path":"/elements/zone-focus-heading","value":{"type":"Heading","props":{"text":"Focus zone","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/zone-all","value":{"type":"Button","props":{"label":"All zones","variant":{"$cond":{"$state":"/focusedZone","eq":"All"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedZone","value":"All"}}},"children":[]}}
+{"op":"add","path":"/state/focusedZone","value":"All"}
+{"op":"add","path":"/elements/zone-north","value":{"type":"Button","props":{"label":"North","variant":{"$cond":{"$state":"/focusedZone","eq":"North"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedZone","value":"North"}}},"children":[]}}
+{"op":"add","path":"/elements/zone-east","value":{"type":"Button","props":{"label":"East","variant":{"$cond":{"$state":"/focusedZone","eq":"East"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedZone","value":"East"}}},"children":[]}}
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+{"op":"add","path":"/elements/zone-west","value":{"type":"Button","props":{"label":"West","variant":{"$cond":{"$state":"/focusedZone","eq":"West"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedZone","value":"West"}}},"children":[]}}
+{"op":"add","path":"/elements/zone-focus-label","value":{"type":"TextContent","props":{"text":{"$template":"Current view: **${/focusedZone}**"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["severity-summary","life-safety-summary","donations-summary","aid-summary"]}}
+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["severity-heading","severity-level","severity-breakdown"]}}
+{"op":"add","path":"/elements/severity-heading","value":{"type":"Heading","props":{"text":"Overall Severity","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/severity-level","value":{"type":"Badge","props":{"text":{"$state":"/summary/overallSeverity"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"overallSeverity":"CRITICAL","rescued":428,"casualties":17,"donations":"$842,650","aidAwaiting":23}}
+{"op":"add","path":"/elements/severity-breakdown","value":{"type":"TextContent","props":{"text":"Critical: **2** • High: **1** • Moderate: **1**","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/life-safety-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["life-heading","rescued-value","casualties-value"]}}
+{"op":"add","path":"/elements/life-heading","value":{"type":"Heading","props":{"text":"Life Safety","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rescued-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/summary/rescued} people rescued**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/casualties-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/casualties} confirmed casualties"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/donations-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["donations-heading","donations-value","donations-note"]}}
+{"op":"add","path":"/elements/donations-heading","value":{"type":"Heading","props":{"text":"Donations Received","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/donations-value","value":{"type":"TextContent","props":{"text":{"$state":"/summary/donations"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/donations-note","value":{"type":"TextContent","props":{"text":"Cash and verified in-kind value • 1,284 donors","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/aid-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["aid-heading","aid-value","aid-note"]}}
+{"op":"add","path":"/elements/aid-heading","value":{"type":"Heading","props":{"text":"Aid Requests","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/aid-value","value":{"type":"TextContent","props":{"text":{"$template":"**${/summary/aidAwaiting} awaiting action**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/aid-note","value":{"type":"TextContent","props":{"text":"7 urgent • Oldest waiting 46 minutes","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/operations-tabs","value":{"type":"Tabs","props":{"items":["tab-incident","tab-resources","tab-infrastructure","tab-people","tab-weather"]},"children":["tab-incident","tab-resources","tab-infrastructure","tab-people","tab-weather"]}}
+{"op":"add","path":"/elements/tab-incident","value":{"type":"TabItem","props":{"value":"incidents","trigger":"Incidents & Evacuation","content":["incident-panel"]},"children":["incident-panel"]}}
+{"op":"add","path":"/elements/incident-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["incidents-section","shelters-section","routes-section","aid-requests-section"]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-heading","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-heading","value":{"type":"CardHeader","props":{"title":"Active Incidents by Zone","subtitle":"Filtered cards remain available below for rapid zone focus"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-card"]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"visible":{"$or":[{"$state":"/focusedZone","eq":"All"},{"$state":"/focusedZone","eq":{"$item":"zone"}}]},"children":["incident-zone","incident-severity","incident-name","incident-details"]}}
+{"op":"add","path":"/elements/incident-zone","value":{"type":"Heading","props":{"text":{"$item":"zone"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"CRITICAL"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/incident-name","value":{"type":"TextContent","props":{"text":{"$item":"incident"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"TextContent","props":{"text":{"$item":"details"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-101","zone":"North","severity":"CRITICAL","incident":"River breach and neighborhood flooding","details":"1,240 residents affected • 6 rescue teams deployed • Rising water at 5.8 m"}}
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+{"op":"add","path":"/state/incidents/3","value":{"id":"inc-104","zone":"West","severity":"MODERATE","incident":"Power outage and localized road flooding","details":"2,100 customers without power • Utility restoration ETA 6 hours"}}
+{"op":"add","path":"/elements/shelters-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shelters-heading","shelters-list"]}}
+{"op":"add","path":"/elements/shelters-heading","value":{"type":"CardHeader","props":{"title":"Shelters","subtitle":"Capacity and current occupancy"},"children":[]}}
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+{"op":"add","path":"/elements/shelter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["shelter-name","shelter-zone","shelter-count","shelter-progress"]}}
+{"op":"add","path":"/elements/shelter-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/shelter-zone","value":{"type":"Badge","props":{"text":{"$item":"zone"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/shelter-count","value":{"type":"TextContent","props":{"text":{"$template":"**${occupancy} occupied** / ${capacity} capacity"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shelter-progress","value":{"type":"Progress","props":{"value":{"$item":"percent"},"label":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/state/shelters","value":[]}
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+{"op":"add","path":"/elements/routes-heading","value":{"type":"CardHeader","props":{"title":"Evacuation Routes","subtitle":"Current route status and operating notes"},"children":[]}}
+{"op":"add","path":"/elements/routes-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/evacuationRoutes","key":"id"},"children":["route-row"]}}
+{"op":"add","path":"/elements/route-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["route-name","route-status","route-detail"]}}
+{"op":"add","path":"/elements/route-name","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** • ${zone} Zone"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/route-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$item":"status","eq":"CLOSED"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/route-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/evacuationRoutes","value":[]}
+{"op":"add","path":"/state/evacuationRoutes/0","value":{"id":"r-1","name":"N-1 River Parkway","zone":"North","status":"OPEN • CONTROLLED","detail":"Outbound only; buses prioritized"}}
+{"op":"add","path":"/state/evacuationRoutes/1","value":{"id":"r-2","name":"E-2 Industrial Bypass","zone":"East","status":"OPEN","detail":"Heavy congestion; 35-minute delay"}}
+{"op":"add","path":"/state/evacuationRoutes/2","value":{"id":"r-3","name":"E-4 Creek Road","zone":"East","status":"CLOSED","detail":"Bridge approach submerged"}}
+{"op":"add","path":"/state/evacuationRoutes/3","value":{"id":"r-4","name":"S-3 Ridge Highway","zone":"South","status":"RESTRICTED","detail":"One lane open; landslide watch"}}
+{"op":"add","path":"/state/evacuationRoutes/4","value":{"id":"r-5","name":"W-6 Coastal Connector","zone":"West","status":"OPEN","detail":"Clear in both directions"}}
+{"op":"add","path":"/elements/aid-requests-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["aid-requests-heading","aid-requests-list"]}}
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+{"op":"add","path":"/elements/sitrep-zone-all","value":{"type":"SelectItem","props":{"value":"All","label":"All Zones / Regional"},"children":[]}}
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+{"op":"add","path":"/elements/sitrep-period-input","value":{"type":"Input","props":{"name":"sitrepPeriod","type":"text","placeholder":"Reporting period","value":{"$bindState":"/forms/sitrep/period"}},"children":[]}}
+{"op":"add","path":"/elements/sitrep-summary-control","value":{"type":"FormControl","props":{"label":"Current situation","input":"sitrep-summary-input"},"children":["sitrep-summary-input"]}}
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+{"op":"add","path":"/elements/sitrep-actions-control","value":{"type":"FormControl","props":{"label":"Actions completed and underway","input":"sitrep-actions-input"},"children":["sitrep-actions-input"]}}
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+{"op":"add","path":"/elements/sitrep-needs-control","value":{"type":"FormControl","props":{"label":"Outstanding needs and constraints","input":"sitrep-needs-input"},"children":["sitrep-needs-input"]}}
+{"op":"add","path":"/elements/sitrep-needs-input","value":{"type":"TextArea","props":{"name":"sitrepNeeds","placeholder":"Document unmet needs, risks, and decisions required…","rows":4,"value":{"$bindState":"/forms/sitrep/needs"}},"children":[]}}
+{"op":"add","path":"/elements/sitrep-buttons","value":{"type":"Buttons","props":{"buttons":["sitrep-submit-button"],"direction":"row"},"children":["sitrep-submit-button"]}}
+{"op":"add","path":"/elements/sitrep-submit-button","value":{"type":"Button","props":{"label":"File Situation Report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/forms/sitrep/submitted","value":true}}},"children":[]}}
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+{"op":"add","path":"/elements/resource-confirmation","value":{"type":"Alert","props":{"title":"Resource request queued","description":"The request has been sent to Logistics for review and assignment.","variant":"success"},"visible":{"$state":"/forms/resource/submitted"},"children":[]}}
+{"op":"add","path":"/elements/broadcast-confirmation","value":{"type":"Alert","props":{"title":"Update broadcast queued","description":"The message has been submitted to approved communication channels.","variant":"success"},"visible":{"$state":"/forms/broadcast/submitted"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-confirmation","value":{"type":"Alert","props":{"title":"Situation report filed","description":"The report has been recorded for the current operational period.","variant":"success"},"visible":{"$state":"/forms/sitrep/submitted"},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..152d5bb8b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,209 @@
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+{"op":"add","path":"/elements/coordination-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","zone-focus","summary-grid","operations-tabs","action-center"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","operational-badge","last-updated"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Unified operating picture • Riverbend Flood Response","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/operational-badge","value":{"type":"Badge","props":{"text":"EOC LEVEL 1 — ACTIVE","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/last-updated","value":{"type":"TextContent","props":{"text":{"$state":"/lastUpdated"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"Last updated: Aug 18, 2026 • 14:35 local"}
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+{"op":"add","path":"/elements/zone-focus-label","value":{"type":"Heading","props":{"text":"Operational focus","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/zone-focus-select","value":{"type":"Select","props":{"name":"focusedZone","items":["zone-all","zone-north","zone-central","zone-south","zone-east"],"value":{"$bindState":"/focusedZone"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/zone-all","value":{"type":"SelectItem","props":{"value":"All zones","label":"All zones"},"children":[]}}
+{"op":"add","path":"/elements/zone-north","value":{"type":"SelectItem","props":{"value":"North","label":"North Zone"},"children":[]}}
+{"op":"add","path":"/elements/zone-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central Zone"},"children":[]}}
+{"op":"add","path":"/elements/zone-south","value":{"type":"SelectItem","props":{"value":"South","label":"South Zone"},"children":[]}}
+{"op":"add","path":"/elements/zone-east","value":{"type":"SelectItem","props":{"value":"East","label":"East Zone"},"children":[]}}
+{"op":"add","path":"/elements/zone-focus-note","value":{"type":"TextContent","props":{"text":{"$template":"Focused view: **${/focusedZone}**. Use the tabs below to inspect operations."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/focusedZone","value":"All zones"}
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+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["severity-title","severity-level","severity-breakdown"]}}
+{"op":"add","path":"/elements/severity-title","value":{"type":"TextContent","props":{"text":"Overall severity","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/severity-level","value":{"type":"Badge","props":{"text":{"$state":"/summary/overallSeverity"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/severity-breakdown","value":{"type":"TextContent","props":{"text":{"$template":"Critical ${/summary/critical} • High ${/summary/high} • Moderate ${/summary/moderate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"overallSeverity":"CRITICAL","critical":2,"high":2,"moderate":1,"rescued":428,"casualties":17,"vehicles":34,"personnel":186,"supplies":"72%","donations":"$248,650","aidRequests":12}}
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+{"op":"add","path":"/elements/rescued-count","value":{"type":"TextContent","props":{"text":{"$template":"**${/summary/rescued} people rescued**"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/supply-progress","value":{"type":"Progress","props":{"value":72,"label":"Critical supplies: 72% of target"},"children":[]}}
+{"op":"add","path":"/elements/donation-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["donation-title","donation-total","donation-note"]}}
+{"op":"add","path":"/elements/donation-title","value":{"type":"TextContent","props":{"text":"Donations received","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/donation-total","value":{"type":"TextContent","props":{"text":{"$state":"/summary/donations"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/donation-note","value":{"type":"TextContent","props":{"text":"Cash equivalent • 1,840 in-kind units","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/request-count","value":{"type":"TextContent","props":{"text":{"$state":"/summary/aidRequests"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/request-warning","value":{"type":"Badge","props":{"text":"4 urgent","variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/elements/tab-incidents","value":{"type":"TabItem","props":{"value":"incidents","trigger":"Incidents","content":["incidents-panel"]},"children":[]}}
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+{"op":"add","path":"/state/shelters","value":[]}
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+{"op":"add","path":"/elements/routes-heading","value":{"type":"CardHeader","props":{"title":"Evacuation routes","subtitle":"Current route status"},"children":[]}}
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+{"op":"add","path":"/state/evacuationRoutes","value":[]}
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+{"op":"add","path":"/state/evacuationRoutes/1","value":{"id":"rt-2","name":"Route Bravo","from":"Central Zone","to":"West Reception Center","condition":"One lane restricted near 8th St","status":"DELAYED"}}
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+{"op":"add","path":"/elements/broadcast-form","value":{"type":"Form","props":{"name":"broadcastUpdate","fields":["broadcast-message-control"],"buttons":"broadcast-buttons"},"children":[]}}
+{"op":"add","path":"/elements/broadcast-message-control","value":{"type":"FormControl","props":{"label":"Message","input":"broadcast-message-input","hint":"This update will be distributed to operational channels"},"children":[]}}
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+{"op":"add","path":"/elements/broadcast-submit","value":{"type":"Button","props":{"label":"Broadcast update","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/confirmations/broadcast","value":true}}},"children":[]}}
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+{"op":"add","path":"/elements/sitrep-form","value":{"type":"Form","props":{"name":"situationReport","fields":["sitrep-title-control","sitrep-report-control"],"buttons":"sitrep-buttons"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-title-control","value":{"type":"FormControl","props":{"label":"Report title","input":"sitrep-title-input"},"children":[]}}
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+{"op":"add","path":"/elements/sitrep-report-control","value":{"type":"FormControl","props":{"label":"Situation summary","input":"sitrep-report-input","hint":"Include changes, actions, unmet needs, and outlook"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-report-input","value":{"type":"TextArea","props":{"name":"sitrepReport","placeholder":"Document the current operating picture…","rows":5,"value":{"$bindState":"/forms/sitrep/report"},"rules":[{"required":true,"message":"A situation summary is required"}]},"children":[]}}
+{"op":"add","path":"/elements/sitrep-buttons","value":{"type":"Buttons","props":{"buttons":["sitrep-submit"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/elements/broadcast-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Update broadcast","description":"The message has been submitted to operational communication channels."},"visible":{"$state":"/confirmations/broadcast"},"children":[]}}
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+{"op":"add","path":"/state/confirmations","value":{"resource":false,"broadcast":false,"sitrep":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..a961c41ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,233 @@
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","operational-badge","last-updated"]}}
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+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"},"children":[]}}
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+{"op":"add","path":"/state/lastUpdated","value":"Last updated: 18 Aug 2026 · 14:32 local"}
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+{"op":"add","path":"/elements/zone-all","value":{"type":"SelectItem","props":{"value":"all","label":"All zones"},"children":[]}}
+{"op":"add","path":"/elements/zone-north","value":{"type":"SelectItem","props":{"value":"north","label":"North"},"children":[]}}
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+{"op":"add","path":"/elements/zone-focus-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Current focus","description":{"$template":"Operational filter: ${/focusedZone}"} },"children":[]}}
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+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["severity-header","severity-bar","severity-counts"]}}
+{"op":"add","path":"/elements/severity-header","value":{"type":"CardHeader","props":{"title":"Overall Severity","subtitle":"Regional posture: Extreme"},"children":[]}}
+{"op":"add","path":"/elements/severity-bar","value":{"type":"SingleStackedBarChart","props":{"labels":{"$state":"/severitySummary/labels"},"values":{"$state":"/severitySummary/values"}},"children":[]}}
+{"op":"add","path":"/elements/severity-counts","value":{"type":"TextContent","props":{"text":{"$state":"/severitySummary/detail"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/severitySummary","value":{"labels":["Extreme","Severe","Moderate","Minor"],"values":[1,2,1,0],"detail":"1 Extreme · 2 Severe · 1 Moderate · 0 Minor"}}
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+{"op":"add","path":"/elements/life-header","value":{"type":"CardHeader","props":{"title":"Life Safety","subtitle":"Confirmed totals to date"},"children":[]}}
+{"op":"add","path":"/elements/rescued","value":{"type":"TextContent","props":{"text":{"$template":"**${/lifeSafety/rescued} people rescued**"},"size":"large-heavy"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..ab947c505
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,226 @@
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+{"op":"add","path":"/state/aidRequests/1","value":{"id":"aid-2","request":"200 cots and 300 blankets","location":"South Community College Shelter","age":"42 minutes ago","owner":"Logistics Desk","priority":"HIGH"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"aid-3","request":"Portable generator, minimum 50 kW","location":"East Water Treatment Plant","age":"1 hour ago","owner":"Infrastructure Desk","priority":"HIGH"}}
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+{"op":"add","path":"/state/forms","value":{"resource":{"type":"","quantity":1,"justification":""},"broadcast":{"message":""},"sitrep":{"zone":"All zones","summary":"","actions":"","needs":""}}}
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+{"op":"add","path":"/elements/resource-quantity-input","value":{"type":"Input","props":{"name":"resourceQuantity","placeholder":"Quantity","type":"number","value":{"$bindState":"/forms/resource/quantity"}},"children":[]}}
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+{"op":"add","path":"/elements/volunteer-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/volunteer-status","value":{"type":"Badge","props":{"text":"ON DUTY","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/volunteers","value":[]}
+{"op":"add","path":"/state/volunteers/0","value":{"id":"vol-1","name":"Maya Chen","assignment":"Shelter registration lead","location":"North High School","shift":"12:00–20:00"}}
+{"op":"add","path":"/state/volunteers/1","value":{"id":"vol-2","name":"Daniel Okafor","assignment":"Meal distribution coordinator","location":"Civic Convention Center","shift":"10:00–18:00"}}
+{"op":"add","path":"/state/volunteers/2","value":{"id":"vol-3","name":"Sofia Alvarez","assignment":"Family reunification desk","location":"South Community College","shift":"14:00–22:00"}}
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+{"op":"add","path":"/state/volunteers/4","value":{"id":"vol-5","name":"Aisha Rahman","assignment":"Accessible transport dispatch","location":"East Recreation Complex","shift":"12:00–20:00"}}
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+{"op":"add","path":"/elements/hospital-beds","value":{"type":"Badge","props":{"text":{"$template":"${freeBeds} free beds"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/hospitals","value":[]}
+{"op":"add","path":"/state/hospitals/0","value":{"id":"hos-1","name":"Regional Medical Center","distance":"4.2 km","edStatus":"Open, high volume","freeBeds":34,"icuBeds":5}}
+{"op":"add","path":"/state/hospitals/1","value":{"id":"hos-2","name":"St. Anne's Hospital","distance":"8.7 km","edStatus":"Open","freeBeds":21,"icuBeds":3}}
+{"op":"add","path":"/state/hospitals/2","value":{"id":"hos-3","name":"University Trauma Center","distance":"12.4 km","edStatus":"Trauma intake active","freeBeds":46,"icuBeds":8}}
+{"op":"add","path":"/state/hospitals/3","value":{"id":"hos-4","name":"Eastside Community Hospital","distance":"10.1 km","edStatus":"Diversion for minor cases","freeBeds":12,"icuBeds":1}}
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+{"op":"add","path":"/elements/donations-detail-header","value":{"type":"CardHeader","props":{"title":"Donations received","subtitle":"Confirmed contributions during this operational period"},"children":[]}}
+{"op":"add","path":"/elements/donations-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/donations","key":"id"},"children":["donation-row"]}}
+{"op":"add","path":"/elements/donation-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["donation-source","donation-purpose","donation-value"]}}
+{"op":"add","path":"/elements/donation-source","value":{"type":"TextContent","props":{"text":{"$item":"source"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/donation-purpose","value":{"type":"TextContent","props":{"text":{"$template":"${type} • ${purpose} • Received ${received}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/donation-value","value":{"type":"Badge","props":{"text":{"$item":"value"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/donations","value":[]}
+{"op":"add","path":"/state/donations/0","value":{"id":"don-1","source":"Community Relief Fund","type":"Monetary","purpose":"Unrestricted emergency response","received":"13:40","value":"$500,000"}}
+{"op":"add","path":"/state/donations/1","value":{"id":"don-2","source":"Harbor Foods Cooperative","type":"In-kind","purpose":"Ready-to-eat meals","received":"12:15","value":"48 pallets"}}
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+{"op":"add","path":"/elements/communication-notes","value":{"type":"TextContent","props":{"text":{"$item":"notes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/communication-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/communicationChannels","value":[]}
+{"op":"add","path":"/state/communicationChannels/0","value":{"id":"com-1","channel":"Public safety radio — Primary","notes":"Clear audio; all repeaters operational","status":"UP"}}
+{"op":"add","path":"/state/communicationChannels/1","value":{"id":"com-2","channel":"Public safety radio — Tactical 2","notes":"Intermittent coverage in North Zone","status":"DEGRADED"}}
+{"op":"add","path":"/state/communicationChannels/2","value":{"id":"com-3","channel":"Emergency telephone hotline","notes":"18 agents active; average wait 2m 10s","status":"UP"}}
+{"op":"add","path":"/state/communicationChannels/3","value":{"id":"com-4","channel":"Cellular network","notes":"Central and South congestion; priority access enabled","status":"DEGRADED"}}
+{"op":"add","path":"/state/communicationChannels/4","value":{"id":"com-5","channel":"Satellite backup","notes":"Tested at 14:10; reserved for command","status":"UP"}}
+{"op":"add","path":"/state/communicationChannels/5","value":{"id":"com-6","channel":"Public alert / siren network","notes":"Siren 14 offline in Riverside district","status":"DEGRADED"}}
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+{"op":"add","path":"/elements/roads-header","value":{"type":"CardHeader","props":{"title":"Roads closed","subtitle":"Confirmed closures affecting response and evacuation"},"children":[]}}
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+{"op":"add","path":"/elements/road-name","value":{"type":"TextContent","props":{"text":{"$item":"road"},"size":"large-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/road-status","value":{"type":"Badge","props":{"text":"CLOSED","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/closedRoads","value":[]}
+{"op":"add","path":"/state/closedRoads/0","value":{"id":"rd-1","road":"Riverside Parkway at 8th Street","zone":"Central","reason":"1.2 m standing water","detour":"Market Avenue"}}
+{"op":"add","path":"/state/closedRoads/1","value":{"id":"rd-2","road":"Old Mill Bridge","zone":"North","reason":"Structural inspection pending","detour":"Highway 14"}}
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+{"op":"add","path":"/state/closedRoads/3","value":{"id":"rd-4","road":"Lakeview Drive","zone":"East","reason":"Downed power lines","detour":"East Bypass"}}
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+{"op":"add","path":"/elements/task-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["task-title","task-assignee","task-priority"]}}
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+{"op":"add","path":"/elements/task-assignee","value":{"type":"TextContent","props":{"text":{"$template":"Assignee: ${assignee} • Due ${due} • ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/task-priority","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/openTasks","value":[]}
+{"op":"add","path":"/state/openTasks/0","value":{"id":"task-1","task":"Complete structural assessment of Old Mill Bridge","assignee":"Priya Singh — Public Works","due":"15:15","status":"In progress","priority":"URGENT"}}
+{"op":"add","path":"/state/openTasks/1","value":{"id":"task-2","task":"Establish pet shelter adjacent to North High School","assignee":"Marcus Lee — Human Services","due":"16:00","status":"Not started","priority":"HIGH"}}
+{"op":"add","path":"/state/openTasks/2","value":{"id":"task-3","task":"Confirm fuel resupply for Medical Staging Alpha","assignee":"Elena Petrova — Logistics","due":"15:30","status":"Vendor contacted","priority":"HIGH"}}
+{"op":"add","path":"/state/openTasks/3","value":{"id":"task-4","task":"Issue multilingual evacuation map update","assignee":"James Carter — Public Information","due":"15:45","status":"Drafting","priority":"MEDIUM"}}
+{"op":"add","path":"/state/openTasks/4","value":{"id":"task-5","task":"Re-test Riverside siren 14 after repair","assignee":"Amir Haddad — Communications","due":"17:00","status":"Crew dispatched","priority":"MEDIUM"}}
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+{"op":"add","path":"/elements/broadcast-header","value":{"type":"CardHeader","props":{"title":"Broadcast an update","subtitle":"Send an operational update to field teams and public-information channels"},"children":[]}}
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+{"op":"add","path":"/elements/broadcast-message-input","value":{"type":"TextArea","props":{"name":"broadcastMessage","placeholder":"Type the update to broadcast…","rows":5,"value":{"$bindState":"/forms/broadcast/message"}},"children":[]}}
+{"op":"add","path":"/elements/broadcast-button","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Review and broadcast","title":"Broadcast this emergency update?","description":"This will distribute the message to all configured operational and public-information channels.","confirmLabel":"Broadcast now","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/broadcast-success","value":{"type":"TextCallout","props":{"variant":"warning","title":"Broadcast protocol","description":"Verify locations, protective actions and timestamps before confirming distribution."},"children":[]}}
+{"op":"add","path":"/elements/sitrep-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sitrep-header","sitrep-zone-control","sitrep-summary-control","sitrep-actions-control","sitrep-needs-control","sitrep-submit","sitrep-success"]}}
+{"op":"add","path":"/elements/sitrep-header","value":{"type":"CardHeader","props":{"title":"File a situation report","subtitle":"Record current conditions, actions and unmet needs"},"children":[]}}
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+{"op":"add","path":"/elements/sitrep-actions-control","value":{"type":"FormControl","props":{"label":"Actions taken","input":"sitrep-actions-input"},"children":["sitrep-actions-input"]}}
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+{"op":"add","path":"/elements/sitrep-needs-control","value":{"type":"FormControl","props":{"label":"Unmet needs / next priorities","input":"sitrep-needs-input"},"children":["sitrep-needs-input"]}}
+{"op":"add","path":"/elements/sitrep-needs-input","value":{"type":"TextArea","props":{"name":"sitrepNeeds","placeholder":"Document resource gaps, decisions needed and priorities…","rows":3,"value":{"$bindState":"/forms/sitrep/needs"}},"children":[]}}
+{"op":"add","path":"/elements/sitrep-submit","value":{"type":"Button","props":{"label":"File situation report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/sitrepSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/sitrep-success","value":{"type":"Alert","props":{"title":"Situation report filed","description":"The report has been time-stamped and added to the command log.","variant":"success"},"visible":{"$state":"/sitrepSubmitted"},"children":[]}}
+{"op":"add","path":"/state/sitrepSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-exec__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-exec__r1.txt
new file mode 100644
index 000000000..e99751127
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-exec__r1.txt
@@ -0,0 +1,114 @@
+{"op":"add","path":"/root","value":"ceo-command"}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"CEO Quarterly Command View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Executive performance, outlook, and board priorities · ${/filters/quarter} · ${/filters/region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"quarter":"Q2 FY2026","region":"Global"}}
+{"op":"add","path":"/elements/quarter-q1","value":{"type":"SelectItem","props":{"value":"Q1 FY2026","label":"Q1 FY2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q2","value":{"type":"SelectItem","props":{"value":"Q2 FY2026","label":"Q2 FY2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q3","value":{"type":"SelectItem","props":{"value":"Q3 FY2026","label":"Q3 FY2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q4","value":{"type":"SelectItem","props":{"value":"Q4 FY2026","label":"Q4 FY2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","items":["quarter-q1","quarter-q2","quarter-q3","quarter-q4"],"value":{"$bindState":"/filters/quarter"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/quarter-control","value":{"type":"FormControl","props":{"label":"Quarter","input":"quarter-select"},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-americas","value":{"type":"SelectItem","props":{"value":"Americas","label":"Americas"},"children":[]}}
+{"op":"add","path":"/elements/region-emea","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-global","region-americas","region-emea","region-apac"],"value":{"$bindState":"/filters/region"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region focus","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export board pack","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/exportRequested","value":false}
+{"op":"add","path":"/elements/export-success","value":{"type":"Callout","props":{"variant":"success","title":"Pack ready","description":"The quarterly board pack has been prepared for export."},"visible":{"$state":"/exportRequested"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["quarter-control","region-control","export-button"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["title","subtitle","controls","export-success"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"revenue":"$48.6M","costs":"$35.2M","profit":"$13.4M","runway":"22 months","pipeline":"$92.4M","winRate":"31.8%","customers":"1,284","churn":"2.6%","nps":"+54"}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"Badge","props":{"text":"+12.4% YoY","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/costs-label","value":{"type":"TextContent","props":{"text":"Costs","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/costs-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/costs"},"level":"h2"},"children":[]}}
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index 000000000..517e6f21e
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-exec__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-exec__r3.txt
new file mode 100644
index 000000000..216c34d57
--- /dev/null
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new file mode 100644
index 000000000..c9b1cb58b
--- /dev/null
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new file mode 100644
index 000000000..beb35a414
--- /dev/null
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index 000000000..66989b790
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index 000000000..fe953c27c
--- /dev/null
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+{"op":"add","path":"/state/headlines","value":[]}
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+{"op":"add","path":"/state/economicReleases/0","value":{"id":"econ-1","event":"CPI inflation","day":"Tuesday","time":"08:30","region":"US","impact":"High","variant":"danger"}}
+{"op":"add","path":"/state/economicReleases/1","value":{"id":"econ-2","event":"Industrial production","day":"Wednesday","time":"09:15","region":"US","impact":"Medium","variant":"warning"}}
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+{"op":"add","path":"/state/economicReleases/3","value":{"id":"econ-4","event":"Initial jobless claims","day":"Thursday","time":"08:30","region":"US","impact":"Medium","variant":"warning"}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..77adae07c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r1.txt
@@ -0,0 +1,164 @@
+{"op":"add","path":"/root","value":"live-ops-room"}
+{"op":"add","path":"/elements/live-ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","kpi-grid","engagement-row","commerce-row","operations-row","events-moderation-row","experiments","release-console"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","region-focus"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","updated"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Live-Ops Command Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/updated","value":{"type":"TextContent","props":{"text":{"$template":"Production telemetry • Updated ${/lastUpdated} UTC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"18 Aug 2026, 14:32"}
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["region-focus-label","region-select"]}}
+{"op":"add","path":"/elements/region-focus-label","value":{"type":"Label","props":{"text":"Focus region"},"children":[]}}
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+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"na-east","label":"NA East"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"eu-west","label":"EU West"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"ap-southeast","label":"AP Southeast"},"children":[]}}
+{"op":"add","path":"/elements/region-sa","value":{"type":"SelectItem","props":{"value":"sa-east","label":"SA East"},"children":[]}}
+{"op":"add","path":"/state/focusedRegion","value":"all"}
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+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-online-label","kpi-online-value","kpi-online-note"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players online now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/online"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/onlineTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"online":"184,392","onlineTrend":"▲ 6.8% vs yesterday","dau":"1.42M","mau":"8.76M","revenueToday":"$684,210","revenueTrend":"▲ 4.1% vs forecast","arpu":"$0.48","arpuNote":"Today per DAU"}}
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+{"op":"add","path":"/elements/kpi-mau-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mau"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/session-header","value":{"type":"CardHeader","props":{"title":"Session length — past two weeks","subtitle":"Average minutes per completed session"},"children":[]}}
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+{"op":"add","path":"/state/sessionLength","value":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"values":[26.8,27.1,27.5,29.2,30.1,28.6,27.9,28.3,28.8,29.4,31.2,32.1,30.4,29.7]}}
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+{"op":"add","path":"/elements/currency-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$state":"/currencyInflation/status"},"description":{"$state":"/currencyInflation/summary"}},"children":[]}}
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+{"op":"add","path":"/state/currencyInflation","value":{"status":"Inflation above target: +7.4%","summary":"Gold supply is growing 2.1× faster than sinks, led by the Dragonfall event reward loop.","labels":["Jul 20","Jul 27","Aug 3","Aug 10","Aug 18"],"values":[100,101.8,103.6,105.9,107.4]}}
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+{"op":"add","path":"/elements/best-sellers-series","value":{"type":"Series","props":{"category":"Units sold","values":{"$state":"/bestSellers/units"}},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":{"labels":["Dragonfire Bundle","Season 12 Pass","Astral Mount","Vault Key Pack","Neon Weapon Skin"],"units":[18420,15108,9634,8211,7496]}}
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..89d982e58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r2.txt
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..631fd4482
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r3.txt
@@ -0,0 +1,170 @@
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+{"op":"add","path":"/elements/crash-sessions-col","value":{"type":"Col","props":{"label":"Sessions","data":{"$state":"/crashes/sessions"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["reports-card","appeals-card"]}}
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+{"op":"add","path":"/elements/reports-header","value":{"type":"CardHeader","props":{"title":"Player Reports Awaiting Review","subtitle":"Prioritized moderation queue"},"children":[]}}
+{"op":"add","path":"/elements/reports-summary","value":{"type":"Alert","props":{"title":"428 reports pending","description":"37 high-severity cases · oldest report waiting 46 minutes.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/reports-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/playerReports","key":"id"},"children":["report-row"]}}
+{"op":"add","path":"/state/playerReports","value":[]}
+{"op":"add","path":"/state/playerReports/0","value":{"id":"report-1","case":"RPT-98431 · Threats / harassment","priority":"Critical","age":"12 min","context":"7 corroborating reports · ranked match"}}
+{"op":"add","path":"/state/playerReports/1","value":{"id":"report-2","case":"RPT-98416 · Suspected aim automation","priority":"High","age":"24 min","context":"Telemetry confidence 94% · competitive playlist"}}
+{"op":"add","path":"/state/playerReports/2","value":{"id":"report-3","case":"RPT-98390 · Offensive guild name","priority":"Medium","age":"46 min","context":"Guild has 81 members · EU region"}}
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+{"op":"add","path":"/elements/appeals-summary","value":{"type":"Alert","props":{"title":"86 appeals pending","description":"12 SLA risks · 9 cases have new supporting evidence.","variant":"info"},"children":[]}}
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+{"op":"add","path":"/state/banAppeals/1","value":{"id":"appeal-2","case":"APL-22097 · 30-day harassment ban","age":"14 hours","evidence":"Voice transcript disputed","risk":"Standard"}}
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+{"op":"add","path":"/elements/appeal-age","value":{"type":"TextContent","props":{"text":{"$template":"Waiting ${age}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/experiments-header","value":{"type":"CardHeader","props":{"title":"Running Experiment Results","subtitle":"Live readout for the two active product experiments"},"children":[]}}
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+{"op":"add","path":"/state/experiments/1","value":{"id":"exp-2","name":"EXP-219 · Dynamic Storefront Bundles","status":"Running · 47% complete","result":"Variant B: +3.1% payer conversion","confidence":"88% confidence · 291K players","recommendation":"Promising but below decision threshold."}}
+{"op":"add","path":"/elements/experiment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["experiment-name","experiment-status","experiment-result","experiment-confidence","experiment-recommendation"]}}
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+{"op":"add","path":"/elements/experiment-result","value":{"type":"Heading","props":{"text":{"$item":"result"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/experiment-confidence","value":{"type":"TextContent","props":{"text":{"$item":"confidence"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/experiment-recommendation","value":{"type":"TextContent","props":{"text":{"$item":"recommendation"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/release-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["patch-notes-card","hotfix-card"]}}
+{"op":"add","path":"/elements/patch-notes-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["patch-notes-header","patch-title-control","patch-body-control","patch-actions","patch-save-status"]}}
+{"op":"add","path":"/elements/patch-notes-header","value":{"type":"CardHeader","props":{"title":"Draft Patch Notes","subtitle":"Prepare player-facing notes for the next release."},"children":[]}}
+{"op":"add","path":"/elements/patch-title-control","value":{"type":"FormControl","props":{"label":"Patch title","input":"patch-title-input","hint":"Use a concise player-facing release name."},"children":[]}}
+{"op":"add","path":"/elements/patch-title-input","value":{"type":"Input","props":{"name":"patchTitle","placeholder":"Example: Update 5.14.3 — Stability Hotfix","type":"text","value":{"$bindState":"/patchDraft/title"}},"children":[]}}
+{"op":"add","path":"/state/patchDraft","value":{"title":"Update 5.14.3 — Stability Hotfix","body":"## Fixes\n- Resolved an Android crash when opening inventory with animated cosmetics.\n- Improved Asia Pacific matchmaking failover.\n- Corrected missing rewards in Solar Siege milestone 4.","saved":false}}
+{"op":"add","path":"/elements/patch-body-control","value":{"type":"FormControl","props":{"label":"Patch notes","input":"patch-body-input","hint":"Markdown is supported. Include fixes, balance changes, and known issues."},"children":[]}}
+{"op":"add","path":"/elements/patch-body-input","value":{"type":"TextArea","props":{"name":"patchBody","placeholder":"Draft release notes…","rows":10,"value":{"$bindState":"/patchDraft/body"}},"children":[]}}
+{"op":"add","path":"/elements/patch-actions","value":{"type":"Buttons","props":{"buttons":["save-patch-button","clear-patch-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-patch-button","value":{"type":"Button","props":{"label":"Save Draft","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/patchDraft/saved","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/clear-patch-button","value":{"type":"Button","props":{"label":"Clear Draft","variant":"tertiary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/patchDraft/body","value":""}}},"children":[]}}
+{"op":"add","path":"/elements/patch-save-status","value":{"type":"Callout","props":{"variant":"success","title":"Draft saved","description":"The patch notes are available to the release team."},"visible":{"$state":"/patchDraft/saved"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["hotfix-header","hotfix-warning","hotfix-version-control","hotfix-region-control","hotfix-summary-control","hotfix-confirm","hotfix-ship-button","hotfix-shipped-status"]}}
+{"op":"add","path":"/elements/hotfix-header","value":{"type":"CardHeader","props":{"title":"Ship a Hotfix","subtitle":"Configure and deploy an emergency release."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-warning","value":{"type":"Alert","props":{"title":"Production deployment","description":"Shipping starts a monitored rollout and immediately pages release engineering.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-version-control","value":{"type":"FormControl","props":{"label":"Version","input":"hotfix-version-input","hint":"Must match an approved release candidate."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-version-input","value":{"type":"Input","props":{"name":"hotfixVersion","placeholder":"5.14.3","type":"text","value":{"$bindState":"/hotfix/version"}},"children":[]}}
+{"op":"add","path":"/state/hotfix","value":{"version":"5.14.3","region":"Asia Pacific","summary":"Fix Android inventory crash and improve APAC matchmaking failover.","confirmed":"no","shipped":false}}
+{"op":"add","path":"/elements/hotfix-region-control","value":{"type":"FormControl","props":{"label":"Rollout region","input":"hotfix-region-select","hint":"Begin with the affected region or choose global."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-select","value":{"type":"Select","props":{"name":"hotfixRegion","items":["hotfix-region-global","hotfix-region-na","hotfix-region-eu","hotfix-region-apac","hotfix-region-sa"],"placeholder":"Choose rollout region","value":{"$bindState":"/hotfix/region"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-sa","value":{"type":"SelectItem","props":{"value":"South America","label":"South America"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-summary-control","value":{"type":"FormControl","props":{"label":"Change summary","input":"hotfix-summary-input","hint":"This summary is attached to the deployment audit record."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-summary-input","value":{"type":"TextArea","props":{"name":"hotfixSummary","placeholder":"Describe the fixes and expected impact…","rows":5,"value":{"$bindState":"/hotfix/summary"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-confirm","value":{"type":"RadioGroup","props":{"name":"hotfixConfirmation","items":["hotfix-confirm-no","hotfix-confirm-yes"],"defaultValue":"no","value":{"$bindState":"/hotfix/confirmed"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-confirm-no","value":{"type":"RadioItem","props":{"label":"Not ready","description":"Keep the deployment blocked.","value":"no"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-confirm-yes","value":{"type":"RadioItem","props":{"label":"I confirm release checks are complete","description":"Enable the production hotfix action.","value":"yes"},"children":[]}}
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+{"op":"add","path":"/elements/hotfix-shipped-status","value":{"type":"Callout","props":{"variant":"success","title":{"$template":"Hotfix ${/hotfix/version} rollout started"},"description":{"$template":"Deployment is now progressing in ${/hotfix/region}. Release engineering has been notified."}},"visible":{"$state":"/hotfix/shipped"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..bf4fe11af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-game__r4.txt
@@ -0,0 +1,159 @@
+{"op":"add","path":"/root","value":"live-ops-room"}
+{"op":"add","path":"/elements/live-ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["room-header","incident-alert","kpi-grid","operations-tabs"]}}
+{"op":"add","path":"/elements/room-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["room-title","region-focus-control","hotfix-dialog"]}}
+{"op":"add","path":"/elements/room-title","value":{"type":"CardHeader","props":{"title":"Live Operations Room","subtitle":"Real-time game health, economy, safety, events, and release control"},"children":[]}}
+{"op":"add","path":"/elements/region-focus-control","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Filters the regional command view"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"focusRegion","items":["region-all","region-na","region-eu","region-apac","region-sa"],"value":{"$bindState":"/focusRegion"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"na-east","label":"NA East"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"eu-west","label":"EU West"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"ap-southeast","label":"AP Southeast"},"children":[]}}
+{"op":"add","path":"/elements/region-sa","value":{"type":"SelectItem","props":{"value":"sa-east","label":"SA East"},"children":[]}}
+{"op":"add","path":"/state/focusRegion","value":"all"}
+{"op":"add","path":"/elements/hotfix-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Ship hotfix","triggerVariant":"destructive","title":"Ship emergency hotfix","description":"Validate the build and deployment scope before starting the rollout.","content":["hotfix-form"]},"children":[]}}
+{"op":"add","path":"/elements/hotfix-form","value":{"type":"Form","props":{"name":"hotfix","fields":["hotfix-build-control","hotfix-scope-control","hotfix-summary-control"],"buttons":"hotfix-buttons"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-build-control","value":{"type":"FormControl","props":{"label":"Build","input":"hotfix-build","hint":"Use a signed build identifier"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-build","value":{"type":"Input","props":{"name":"build","placeholder":"e.g. 2.14.3+1842","value":{"$bindState":"/hotfix/build"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/hotfix","value":{"build":"2.14.3+1842","scope":"canary","summary":"Fix matchmaking reconnect loop and inventory duplication edge case.","validation":null,"status":"Ready for validation"}}
+{"op":"add","path":"/elements/hotfix-scope-control","value":{"type":"FormControl","props":{"label":"Rollout scope","input":"hotfix-scope","hint":"Canary is recommended for emergency releases"},"children":[]}}
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+{"op":"add","path":"/elements/scope-canary","value":{"type":"SelectItem","props":{"value":"canary","label":"5% canary"},"children":[]}}
+{"op":"add","path":"/elements/scope-region","value":{"type":"SelectItem","props":{"value":"focused-region","label":"Focused region only"},"children":[]}}
+{"op":"add","path":"/elements/scope-global","value":{"type":"SelectItem","props":{"value":"global","label":"Global rollout"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-summary-control","value":{"type":"FormControl","props":{"label":"Change summary","input":"hotfix-summary"},"children":[]}}
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+{"op":"add","path":"/elements/ship-hotfix","value":{"type":"Button","props":{"label":"Start rollout","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/hotfix/status","value":"Rollout queued — awaiting release captain approval"}}},"children":[]}}
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+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players online now","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-mau-label","value":{"type":"TextContent","props":{"text":"Monthly active players","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arpu-label","kpi-arpu-value"]}}
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+{"op":"add","path":"/elements/kpi-arpu-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arpu"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/tab-overview","value":{"type":"TabItem","props":{"value":"overview","trigger":"Health & telemetry","content":["overview-layout"]},"children":[]}}
+{"op":"add","path":"/elements/overview-layout","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["session-card","regional-health-card","crash-card"]}}
+{"op":"add","path":"/elements/session-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["session-header","session-chart"]}}
+{"op":"add","path":"/elements/session-header","value":{"type":"CardHeader","props":{"title":"Session length — past two weeks","subtitle":"Average minutes per completed session"},"children":[]}}
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+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Average session","values":{"$state":"/sessionLength/values"}},"children":[]}}
+{"op":"add","path":"/state/sessionLength","value":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"values":[24.1,24.8,25.2,26.4,27.1,26.8,25.9,25.5,26.2,27.6,28.1,27.4,26.9,27.8]}}
+{"op":"add","path":"/elements/regional-health-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["regional-health-header","regional-health-list"]}}
+{"op":"add","path":"/elements/regional-health-header","value":{"type":"CardHeader","props":{"title":"Server regions","subtitle":{"$template":"Operational health · focus: ${/focusRegion}"}},"children":[]}}
+{"op":"add","path":"/elements/regional-health-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-health-row"]}}
+{"op":"add","path":"/elements/region-health-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["region-health-name","region-health-status","region-health-detail"]}}
+{"op":"add","path":"/elements/region-health-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-health-status","value":{"type":"Badge","props":{"text":{"$item":"health"},"variant":{"$cond":{"$state":"/focusRegion","eq":"all"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/region-health-detail","value":{"type":"TextContent","props":{"text":{"$template":"${players} online · P95 ${latency} · ${capacity} capacity"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na-east","name":"NA East","health":"Healthy","players":"42,180","latency":"62 ms","capacity":"58%"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu-west","name":"EU West","health":"Degraded","players":"36,940","latency":"184 ms","capacity":"71%"}}
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..4e13cc9f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r1.txt
@@ -0,0 +1,166 @@
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+{"op":"add","path":"/elements/line-option-1","value":{"type":"SelectItem","props":{"value":"Line 1","label":"Line 1 · Stamping"},"children":[]}}
+{"op":"add","path":"/elements/line-option-2","value":{"type":"SelectItem","props":{"value":"Line 2","label":"Line 2 · Molding"},"children":[]}}
+{"op":"add","path":"/elements/line-option-3","value":{"type":"SelectItem","props":{"value":"Line 3","label":"Line 3 · Assembly"},"children":[]}}
+{"op":"add","path":"/elements/line-option-4","value":{"type":"SelectItem","props":{"value":"Line 4","label":"Line 4 · Packaging"},"children":[]}}
+{"op":"add","path":"/state/focusedLine","value":"All lines"}
+{"op":"add","path":"/elements/line-focus-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"Current focus","description":{"$template":"Showing ${/focusedLine}. Line cards remain live and update with floor telemetry."}},"children":[]}}
+{"op":"add","path":"/elements/line-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/productionLines","key":"id"},"children":["line-card"]}}
+{"op":"add","path":"/elements/line-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["line-name","line-status","line-rate","line-progress","line-detail"]}}
+{"op":"add","path":"/elements/line-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/line-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"${rate} units/hr · Target ${targetRate}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/line-progress","value":{"type":"Progress","props":{"value":{"$item":"ratePercent"},"label":"Rate attainment"},"children":[]}}
+{"op":"add","path":"/elements/line-detail","value":{"type":"TextContent","props":{"text":{"$template":"${process} · ${unitsToday} units today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/productionLines","value":[]}
+{"op":"add","path":"/state/productionLines/0","value":{"id":"line-1","name":"Line 1","process":"Stamping","rate":1240,"targetRate":1200,"ratePercent":100,"unitsToday":4980,"status":"Running","statusVariant":"success"}}
+{"op":"add","path":"/state/productionLines/1","value":{"id":"line-2","name":"Line 2","process":"Injection molding","rate":860,"targetRate":1050,"ratePercent":81.9,"unitsToday":4210,"status":"Andon call","statusVariant":"danger"}}
+{"op":"add","path":"/state/productionLines/2","value":{"id":"line-3","name":"Line 3","process":"Final assembly","rate":1125,"targetRate":1100,"ratePercent":100,"unitsToday":5120,"status":"Running","statusVariant":"success"}}
+{"op":"add","path":"/state/productionLines/3","value":{"id":"line-4","name":"Line 4","process":"Packaging","rate":780,"targetRate":900,"ratePercent":86.7,"unitsToday":4110,"status":"Reduced speed","statusVariant":"warning"}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-chart","shift-summary"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"Shift output comparison","subtitle":"Completed units by shift"},"children":[]}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/shiftChart/labels"},"series":["shift-output-series","shift-target-series"],"variant":"grouped","xLabel":"Shift","yLabel":"Units"},"children":[]}}
+{"op":"add","path":"/elements/shift-output-series","value":{"type":"Series","props":{"category":"Actual output","values":{"$state":"/shiftChart/actual"}},"children":[]}}
+{"op":"add","path":"/elements/shift-target-series","value":{"type":"Series","props":{"category":"Target","values":{"$state":"/shiftChart/target"}},"children":[]}}
+{"op":"add","path":"/state/shiftChart","value":{"labels":["Shift A","Shift B","Shift C"],"actual":[8120,7420,2880],"target":[8000,8000,8000]}}
+{"op":"add","path":"/elements/shift-summary","value":{"type":"TextContent","props":{"text":"Shift A finished 1.5% above target. Shift B is currently 92.8% to its prorated target; Shift C has just started.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["defect-header","defect-chart","defect-summary"]}}
+{"op":"add","path":"/elements/defect-header","value":{"type":"CardHeader","props":{"title":"Defect rate · Past month","subtitle":"Weekly percent of inspected units"},"children":[]}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/defectTrend/labels"},"series":["defect-series","defect-limit-series"],"variant":"natural","xLabel":"Week","yLabel":"Defect rate (%)"},"children":[]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Actual defect rate","values":{"$state":"/defectTrend/actual"}},"children":[]}}
+{"op":"add","path":"/elements/defect-limit-series","value":{"type":"Series","props":{"category":"Control limit","values":{"$state":"/defectTrend/limit"}},"children":[]}}
+{"op":"add","path":"/state/defectTrend","value":{"labels":["Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"actual":[2.4,2.1,1.9,1.6,1.7],"limit":[2,2,2,2,2]}}
+{"op":"add","path":"/elements/defect-summary","value":{"type":"TextCallout","props":{"variant":"success","title":"Current defect rate: 1.7%","description":"Down 0.7 percentage points over the month and below the 2.0% control limit."},"children":[]}}
+{"op":"add","path":"/elements/reliability-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["reliability-header","reliability-grid"]}}
+{"op":"add","path":"/elements/reliability-header","value":{"type":"CardHeader","props":{"title":"Reliability and maintenance","subtitle":"Downtime, preventive maintenance and open work"},"children":[]}}
+{"op":"add","path":"/elements/reliability-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["downtime-card","maintenance-due-card","work-orders-card"]}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["downtime-header","downtime-chart","downtime-total"]}}
+{"op":"add","path":"/elements/downtime-header","value":{"type":"CardHeader","props":{"title":"Downtime by cause","subtitle":"Today · 94 minutes total"},"children":[]}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/downtime/labels"},"values":{"$state":"/downtime/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/downtime","value":{"labels":["Mechanical","Material shortage","Changeover","Quality checks","Electrical"],"values":[31,24,18,13,8]}}
+{"op":"add","path":"/elements/downtime-total","value":{"type":"TextContent","props":{"text":"Mechanical issues account for 33% of downtime; Press P-204 is the largest contributor.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-due-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-due-header","maintenance-due-list"]}}
+{"op":"add","path":"/elements/maintenance-due-header","value":{"type":"CardHeader","props":{"title":"Machines due for maintenance","subtitle":"Due within the next 7 days"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-due-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceDue","key":"id"},"children":["maintenance-due-item"]}}
+{"op":"add","path":"/elements/maintenance-due-item","value":{"type":"ListItem","props":{"title":{"$template":"${machine} · ${service}"},"subtitle":{"$template":"${line} · Due ${dueDate} · ${hoursRemaining} operating hours remaining"},"actionLabel":"Schedule"},"children":[]}}
+{"op":"add","path":"/state/maintenanceDue","value":[]}
+{"op":"add","path":"/state/maintenanceDue/0","value":{"id":"maint-1","machine":"Press P-204","line":"Line 2","service":"Hydraulic inspection","dueDate":"Aug 19","hoursRemaining":8}}
+{"op":"add","path":"/state/maintenanceDue/1","value":{"id":"maint-2","machine":"Robot R-112","line":"Line 1","service":"Axis lubrication","dueDate":"Aug 21","hoursRemaining":26}}
+{"op":"add","path":"/state/maintenanceDue/2","value":{"id":"maint-3","machine":"Conveyor C-307","line":"Line 3","service":"Belt tension check","dueDate":"Aug 23","hoursRemaining":41}}
+{"op":"add","path":"/state/maintenanceDue/3","value":{"id":"maint-4","machine":"Sealer S-418","line":"Line 4","service":"Heater calibration","dueDate":"Aug 24","hoursRemaining":53}}
+{"op":"add","path":"/elements/work-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["work-orders-header","work-orders-list"]}}
+{"op":"add","path":"/elements/work-orders-header","value":{"type":"CardHeader","props":{"title":"Open work orders","subtitle":"Prioritized maintenance backlog"},"children":[]}}
+{"op":"add","path":"/elements/work-orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["work-order-item"]}}
+{"op":"add","path":"/elements/work-order-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["work-order-copy","work-order-priority"]}}
+{"op":"add","path":"/elements/work-order-copy","value":{"type":"TextContent","props":{"text":{"$template":"**${id} · ${machine}**\n${summary} · Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/work-order-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$item":"variant"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-4817","machine":"Press P-204","summary":"Replace worn feed roller","owner":"M. Chen","priority":"Critical","variant":"danger"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-4812","machine":"Sealer S-418","summary":"Investigate heater drift","owner":"A. Patel","priority":"High","variant":"warning"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-4799","machine":"Robot R-112","summary":"Replace gripper proximity sensor","owner":"J. Diaz","priority":"Medium","variant":"info"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-4788","machine":"Conveyor C-307","summary":"Repair side guard latch","owner":"L. Brooks","priority":"Low","variant":"neutral"}}
+{"op":"add","path":"/elements/materials-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["materials-header","materials-grid"]}}
+{"op":"add","path":"/elements/materials-header","value":{"type":"CardHeader","props":{"title":"Materials and inbound supply","subtitle":"Current stock and supplier deliveries due this week"},"children":[]}}
+{"op":"add","path":"/elements/materials-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["stock-card","deliveries-card"]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Material stock","subtitle":"Available inventory and days of cover"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/materialStock","key":"id"},"children":["stock-item"]}}
+{"op":"add","path":"/elements/stock-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["stock-name","stock-quantity","stock-progress","stock-cover"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"Heading","props":{"text":{"$item":"material"},"level":"h4"},"children":[]}}
+{"op":"add","path":"/elements/stock-quantity","value":{"type":"TextContent","props":{"text":{"$template":"${quantity} ${unit} available"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-progress","value":{"type":"Progress","props":{"value":{"$item":"levelPercent"},"label":"Stock level"},"children":[]}}
+{"op":"add","path":"/elements/stock-cover","value":{"type":"TextContent","props":{"text":{"$template":"${daysCover} days of cover · Reorder point ${reorderPoint} ${unit}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/materialStock","value":[]}
+{"op":"add","path":"/state/materialStock/0","value":{"id":"steel","material":"Steel coil","quantity":"86.4","unit":"t","levelPercent":72,"daysCover":6.8,"reorderPoint":"48"}}
+{"op":"add","path":"/state/materialStock/1","value":{"id":"resin","material":"Engineering resin","quantity":"31.2","unit":"t","levelPercent":46,"daysCover":3.1,"reorderPoint":"28"}}
+{"op":"add","path":"/state/materialStock/2","value":{"id":"packaging","material":"Packaging","quantity":"124,000","unit":"sets","levelPercent":63,"daysCover":5.4,"reorderPoint":"70,000"}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["deliveries-header","deliveries-list"]}}
+{"op":"add","path":"/elements/deliveries-header","value":{"type":"CardHeader","props":{"title":"Supplier deliveries due this week","subtitle":"Confirmed inbound appointments"},"children":[]}}
+{"op":"add","path":"/elements/deliveries-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/supplierDeliveries","key":"id"},"children":["delivery-item"]}}
+{"op":"add","path":"/elements/delivery-item","value":{"type":"ListItem","props":{"title":{"$template":"${supplier} · ${material}"},"subtitle":{"$template":"${dueDay}, ${dueTime} · ${quantity} · Dock ${dock} · ${status}"},"actionLabel":"View"},"children":[]}}
+{"op":"add","path":"/state/supplierDeliveries","value":[]}
+{"op":"add","path":"/state/supplierDeliveries/0","value":{"id":"del-1","supplier":"NorthStar Metals","material":"Cold-rolled steel","dueDay":"Wednesday","dueTime":"08:30","quantity":"42 t","dock":"2","status":"Confirmed"}}
+{"op":"add","path":"/state/supplierDeliveries/1","value":{"id":"del-2","supplier":"PolyCore Materials","material":"PA66 resin","dueDay":"Thursday","dueTime":"11:00","quantity":"18 t","dock":"4","status":"In transit"}}
+{"op":"add","path":"/state/supplierDeliveries/2","value":{"id":"del-3","supplier":"PackRight Solutions","material":"Cartons and inserts","dueDay":"Friday","dueTime":"07:45","quantity":"80,000 sets","dock":"1","status":"Confirmed"}}
+{"op":"add","path":"/state/supplierDeliveries/3","value":{"id":"del-4","supplier":"NorthStar Metals","material":"Galvanized steel","dueDay":"Friday","dueTime":"14:15","quantity":"28 t","dock":"2","status":"Awaiting ASN"}}
+{"op":"add","path":"/elements/safety-quality-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["quality-header","quality-hold-card"]}}
+{"op":"add","path":"/elements/quality-header","value":{"type":"CardHeader","props":{"title":"Quality containment","subtitle":"Batches currently blocked from release"},"children":[]}}
+{"op":"add","path":"/elements/quality-hold-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["quality-hold-summary","quality-hold-list"]}}
+{"op":"add","path":"/elements/quality-hold-summary","value":{"type":"Alert","props":{"title":"3 batches on quality hold","description":"18,400 units are quarantined pending inspection or disposition.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/quality-hold-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualityHolds","key":"id"},"children":["quality-hold-item"]}}
+{"op":"add","path":"/elements/quality-hold-item","value":{"type":"ListItem","props":{"title":{"$template":"Batch ${batch} · ${product}"},"subtitle":{"$template":"${quantity} units · ${reason} · Owner ${owner} · Held ${heldSince}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"qh-1","batch":"B26-0817-04","product":"Valve housing","quantity":"6,200","reason":"Dimensional check out of tolerance","owner":"S. Nguyen","heldSince":"Aug 17, 16:20"}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"qh-2","batch":"B26-0818-01","product":"Pump bracket","quantity":"4,800","reason":"Coating adhesion sample pending","owner":"R. Evans","heldSince":"Aug 18, 07:10"}}
+{"op":"add","path":"/state/qualityHolds/2","value":{"id":"qh-3","batch":"B26-0818-03","product":"Control enclosure","quantity":"7,400","reason":"Label traceability mismatch","owner":"K. Morgan","heldSince":"Aug 18, 10:45"}}
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["actions-header","maintenance-form-card","maintenance-success","export-success"]}}
+{"op":"add","path":"/elements/actions-header","value":{"type":"CardHeader","props":{"title":"Supervisor actions","subtitle":"Schedule planned maintenance and manage shift reporting"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-form-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-form-title","maintenance-form"]}}
+{"op":"add","path":"/elements/maintenance-form-title","value":{"type":"Heading","props":{"text":"Schedule maintenance","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-form","value":{"type":"Form","props":{"name":"scheduleMaintenance","fields":["maintenance-machine-control","maintenance-date-control","maintenance-notes-control"],"buttons":"maintenance-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-machine-control","value":{"type":"FormControl","props":{"label":"Machine","input":"maintenance-machine-select","hint":"Select the asset to take out of service."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-machine-select","value":{"type":"Select","props":{"name":"maintenanceMachine","items":["machine-option-p204","machine-option-r112","machine-option-c307","machine-option-s418"],"placeholder":"Choose machine","value":{"$bindState":"/maintenanceForm/machine"},"rules":[{"required":true}],"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-p204","value":{"type":"SelectItem","props":{"value":"Press P-204","label":"Press P-204 · Line 2"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-r112","value":{"type":"SelectItem","props":{"value":"Robot R-112","label":"Robot R-112 · Line 1"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-c307","value":{"type":"SelectItem","props":{"value":"Conveyor C-307","label":"Conveyor C-307 · Line 3"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-s418","value":{"type":"SelectItem","props":{"value":"Sealer S-418","label":"Sealer S-418 · Line 4"},"children":[]}}
+{"op":"add","path":"/state/maintenanceForm","value":{"machine":"","date":[],"notes":""}}
+{"op":"add","path":"/elements/maintenance-date-control","value":{"type":"FormControl","props":{"label":"Maintenance date","input":"maintenance-date-picker","hint":"Production planning will be notified of the outage."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date-picker","value":{"type":"DatePicker","props":{"name":"maintenanceDate","mode":"single","value":{"$bindState":"/maintenanceForm/date"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/maintenance-notes-control","value":{"type":"FormControl","props":{"label":"Work scope","input":"maintenance-notes","hint":"Optional details for the maintenance team."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-notes","value":{"type":"TextArea","props":{"name":"maintenanceNotes","placeholder":"Describe the planned inspection, repair or service…","rows":3,"value":{"$bindState":"/maintenanceForm/notes"}},"children":[]}}
+{"op":"add","path":"/elements/maintenance-form-buttons","value":{"type":"Buttons","props":{"buttons":["schedule-maintenance-button","clear-maintenance-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/schedule-maintenance-button","value":{"type":"Button","props":{"label":"Schedule maintenance","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/maintenanceScheduled","value":true}}},"children":[]}}
+{"op":"add","path":"/state/maintenanceScheduled","value":false}
+{"op":"add","path":"/elements/clear-maintenance-button","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/maintenanceForm","value":{"machine":"","date":[],"notes":""}}}},"children":[]}}
+{"op":"add","path":"/elements/maintenance-success","value":{"type":"Callout","props":{"variant":"success","title":"Maintenance request captured","description":"The maintenance planner will review the selected machine and date."},"visible":{"$state":"/maintenanceScheduled"},"children":[]}}
+{"op":"add","path":"/elements/export-success","value":{"type":"Callout","props":{"variant":"success","title":"Shift report exported","description":"The current shift report has been prepared for download."},"visible":{"$state":"/reportExported"},"children":[]} }
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..c9abfbbf2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,163 @@
+{"op":"add","path":"/root","value":"factory-console"}
+{"op":"add","path":"/elements/factory-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","andon-section","focus-section","kpi-grid","operations-grid","resources-grid","maintenance-grid","quality-safety-grid"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["console-title","header-actions"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"CardHeader","props":{"title":"Factory Floor Supervisor Console","subtitle":"Live operations overview • Tuesday, August 18, 2026"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Buttons","props":{"buttons":["export-shift-report"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/export-shift-report","value":{"type":"Button","props":{"label":"Export shift report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/export-success","value":{"type":"Callout","props":{"variant":"success","title":"Shift report ready","description":"The current shift report has been exported successfully."},"visible":{"$state":"/reportExported"},"children":[]}}
+{"op":"add","path":"/state/reportExported","value":false}
+{"op":"add","path":"/elements/andon-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["andon-heading","andon-alerts"]}}
+{"op":"add","path":"/elements/andon-heading","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/andon-alerts","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["andon-alert-row"]}}
+{"op":"add","path":"/elements/andon-alert-row","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$template":"${line} • ${message} • Open ${openMinutes} min"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"AND-1042","title":"Critical: Press temperature high","line":"Line 3","message":"Forming press P-307 is 14°C above limit","openMinutes":6,"variant":"destructive"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"AND-1041","title":"Material call","line":"Line 2","message":"Resin hopper below 15%","openMinutes":11,"variant":"warning"}}
+{"op":"add","path":"/state/andonAlerts/2","value":{"id":"AND-1039","title":"Inspection response required","line":"Line 1","message":"Vision system rejected three consecutive units","openMinutes":18,"variant":"info"}}
+{"op":"add","path":"/elements/focus-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["focus-heading","focus-controls","focused-line-panel"]}}
+{"op":"add","path":"/elements/focus-heading","value":{"type":"CardHeader","props":{"title":"Line Focus","subtitle":"Select one production line for a focused operating view."},"children":[]}}
+{"op":"add","path":"/elements/focus-controls","value":{"type":"Buttons","props":{"buttons":["focus-all","focus-line-1","focus-line-2","focus-line-3","focus-line-4"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/focus-all","value":{"type":"Button","props":{"label":"All lines","variant":{"$cond":{"$state":"/focusedLine","eq":"All lines"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"All lines"}}},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..da123f9da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,138 @@
+{"op":"add","path":"/root","value":"factory-console"}
+{"op":"add","path":"/elements/factory-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","andon-section","focus-section","kpi-row","operations-grid","production-lines-section","analytics-grid","maintenance-grid","materials-grid","quality-work-grid"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"CardHeader","props":{"title":"Factory Floor Supervisor Console","subtitle":"Plant 04 • Live operations overview • 18 Aug 2026"},"children":[]}}
+{"op":"add","path":"/elements/export-report","value":{"type":"Button","props":{"label":"Export shift report","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reportExported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/export-buttons","value":{"type":"Buttons","props":{"buttons":["export-report"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["console-title","export-buttons"]}}
+{"op":"add","path":"/state/reportExported","value":false}
+{"op":"add","path":"/elements/export-success","value":{"type":"Callout","props":{"variant":"success","title":"Shift report exported","description":"The current shift report has been prepared for download."},"visible":{"$state":"/reportExported"},"children":[]}}
+{"op":"add","path":"/elements/andon-heading","value":{"type":"Heading","props":{"text":"Live Andon Alerts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/andon-alert","value":{"type":"Alert","props":{"title":{"$item":"title"},"description":{"$template":"${line} • ${message} • Open ${minutesOpen} min"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/elements/andon-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/andonAlerts","key":"id"},"children":["andon-alert"]}}
+{"op":"add","path":"/elements/andon-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["export-success","andon-heading","andon-list"]}}
+{"op":"add","path":"/state/andonAlerts","value":[]}
+{"op":"add","path":"/state/andonAlerts/0","value":{"id":"A-104","title":"Critical: Press 7 stopped","line":"Line 2","message":"Hydraulic pressure below safe threshold","minutesOpen":6,"variant":"destructive"}}
+{"op":"add","path":"/state/andonAlerts/1","value":{"id":"A-105","title":"Material call","line":"Line 3","message":"Resin hopper projected empty in 18 minutes","minutesOpen":3,"variant":"warning"}}
+{"op":"add","path":"/state/andonAlerts/2","value":{"id":"A-106","title":"Quality check required","line":"Line 1","message":"Vision inspection drift detected at station 4","minutesOpen":2,"variant":"info"}}
+{"op":"add","path":"/elements/focus-heading","value":{"type":"Heading","props":{"text":"Line Focus","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/focus-all","value":{"type":"Button","props":{"label":"All lines","variant":{"$cond":{"$state":"/focusedLine","eq":"all"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"all"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-l1","value":{"type":"Button","props":{"label":"Line 1","variant":{"$cond":{"$state":"/focusedLine","eq":"Line 1"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"Line 1"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-l2","value":{"type":"Button","props":{"label":"Line 2","variant":{"$cond":{"$state":"/focusedLine","eq":"Line 2"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"Line 2"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-l3","value":{"type":"Button","props":{"label":"Line 3","variant":{"$cond":{"$state":"/focusedLine","eq":"Line 3"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"Line 3"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-l4","value":{"type":"Button","props":{"label":"Line 4","variant":{"$cond":{"$state":"/focusedLine","eq":"Line 4"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedLine","value":"Line 4"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-buttons","value":{"type":"Buttons","props":{"buttons":["focus-all","focus-l1","focus-l2","focus-l3","focus-l4"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/focus-summary","value":{"type":"TextContent","props":{"text":{"$template":"Current view: **${/focusedLine}**. Select a line to focus its production card and related alerts."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/focus-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["focus-heading","focus-buttons","focus-summary"]}}
+{"op":"add","path":"/state/focusedLine","value":"all"}
+{"op":"add","path":"/elements/oee-title","value":{"type":"Heading","props":{"text":"Overall Equipment Effectiveness","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/oee-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/metrics/oee}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/oee"},"label":"World-class benchmark: 85%"},"children":[]}}
+{"op":"add","path":"/elements/oee-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["oee-title","oee-value","oee-progress"]}}
+{"op":"add","path":"/elements/units-title","value":{"type":"Heading","props":{"text":"Units vs Today's Target","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/units-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/metrics/unitsProduced} / ${/metrics/unitsTarget}\n${/metrics/unitsPercent}% complete"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/units-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/unitsPercent"},"label":"Today's production target"},"children":[]}}
+{"op":"add","path":"/elements/units-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["units-title","units-value","units-progress"]}}
+{"op":"add","path":"/elements/safety-title","value":{"type":"Heading","props":{"text":"Safety","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/safety-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/metrics/safetyIncidents} incidents YTD\n**${/metrics/daysSinceIncident} days** since the last recordable incident"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/safety-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["safety-title","safety-value"]}}
+{"op":"add","path":"/elements/energy-title","value":{"type":"Heading","props":{"text":"Energy Use Today","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/energy-value","value":{"type":"TextContent","props":{"text":{"$template":"# ${/metrics/energyMWh} MWh\n${/metrics/energyVariance}% versus daily baseline"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/energy-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/energyBudgetPercent"},"label":"Daily energy budget consumed"},"children":[]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["energy-title","energy-value","energy-progress"]}}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["oee-card","units-card","safety-card","energy-card"]}}
+{"op":"add","path":"/state/metrics","value":{"oee":82.6,"unitsProduced":"18,420","unitsTarget":"24,000","unitsPercent":77,"safetyIncidents":2,"daysSinceIncident":96,"energyMWh":31.8,"energyVariance":"-4.2","energyBudgetPercent":68}}
+{"op":"add","path":"/elements/shift-heading","value":{"type":"Heading","props":{"text":"Shift Output Comparison","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/shift-series","value":{"type":"Series","props":{"category":"Units produced","values":{"$state":"/shiftOutput/values"}},"children":[]}}
+{"op":"add","path":"/elements/shift-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/shiftOutput/labels"},"series":["shift-series"],"variant":"grouped","xLabel":"Shift","yLabel":"Units"},"children":[]}}
+{"op":"add","path":"/elements/shift-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-heading","shift-chart"]}}
+{"op":"add","path":"/state/shiftOutput","value":{"labels":["Night","Day","Evening (current)"],"values":[7850,8120,2450]}}
+{"op":"add","path":"/elements/downtime-heading","value":{"type":"Heading","props":{"text":"Downtime Split by Cause","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/downtime-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/downtime/labels"},"values":{"$state":"/downtime/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/downtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["downtime-heading","downtime-chart"]}}
+{"op":"add","path":"/state/downtime","value":{"labels":["Mechanical","Material shortage","Changeover","Quality","Electrical"],"values":[38,24,18,12,8]}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["shift-card","downtime-card"]}}
+{"op":"add","path":"/elements/lines-heading","value":{"type":"Heading","props":{"text":"Production Lines — Rate & Status","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/line-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/line-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badgeVariant"}},"children":[]}}
+{"op":"add","path":"/elements/line-rate","value":{"type":"TextContent","props":{"text":{"$template":"**${rate} units/hr** • Target ${targetRate} units/hr\nProduct: ${product} • OEE: ${oee}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/line-progress","value":{"type":"Progress","props":{"value":{"$item":"ratePercent"},"label":"Rate versus target"},"children":[]}}
+{"op":"add","path":"/elements/line-card","value":{"type":"Card","props":{"variant":{"$cond":{"$state":"/focusedLine","eq":"all"},"$then":"card","$else":"sunk"},"direction":"column","gap":"s"},"visible":{"$or":[{"$state":"/focusedLine","eq":"all"},{"$state":"/focusedLine","eq":{"$item":"name"}}]},"children":["line-name","line-status","line-rate","line-progress"]}}
+{"op":"add","path":"/elements/lines-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/productionLines","key":"id"},"children":["line-card"]}}
+{"op":"add","path":"/elements/production-lines-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["lines-heading","lines-list"]}}
+{"op":"add","path":"/state/productionLines","value":[]}
+{"op":"add","path":"/state/productionLines/0","value":{"id":"L1","name":"Line 1","status":"Running","badgeVariant":"default","rate":1180,"targetRate":1200,"ratePercent":98,"product":"Stamped housings","oee":88.4}}
+{"op":"add","path":"/state/productionLines/1","value":{"id":"L2","name":"Line 2","status":"Stopped","badgeVariant":"destructive","rate":0,"targetRate":950,"ratePercent":0,"product":"Valve assemblies","oee":61.2}}
+{"op":"add","path":"/state/productionLines/2","value":{"id":"L3","name":"Line 3","status":"Starved","badgeVariant":"secondary","rate":720,"targetRate":900,"ratePercent":80,"product":"Resin covers","oee":79.8}}
+{"op":"add","path":"/state/productionLines/3","value":{"id":"L4","name":"Line 4","status":"Running","badgeVariant":"default","rate":1040,"targetRate":1000,"ratePercent":100,"product":"Packaged kits","oee":91.1}}
+{"op":"add","path":"/elements/defect-heading","value":{"type":"Heading","props":{"text":"Defect Rate — Past Month","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/defect-series","value":{"type":"Series","props":{"category":"Defect rate (%)","values":{"$state":"/defectTrend/values"}},"children":[]}}
+{"op":"add","path":"/elements/defect-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/defectTrend/labels"},"series":["defect-series"],"variant":"natural","xLabel":"Week","yLabel":"Defect %"},"children":[]}}
+{"op":"add","path":"/elements/defect-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["defect-heading","defect-chart"]}}
+{"op":"add","path":"/state/defectTrend","value":{"labels":["Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"values":[2.8,2.5,2.9,2.2,1.9]}}
+{"op":"add","path":"/elements/maintenance-due-heading","value":{"type":"Heading","props":{"text":"Machines Due for Maintenance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-item","value":{"type":"ListItem","props":{"title":{"$item":"machine"},"subtitle":{"$template":"${service} • Due ${dueDate} • ${hoursRemaining} operating hours remaining"},"actionLabel":"Plan service"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceDue","key":"id"},"children":["maintenance-item"]}}
+{"op":"add","path":"/elements/maintenance-due-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-due-heading","maintenance-list"]}}
+{"op":"add","path":"/state/maintenanceDue","value":[]}
+{"op":"add","path":"/state/maintenanceDue/0","value":{"id":"M-07","machine":"Press 7","service":"Hydraulic system inspection","dueDate":"Aug 19","hoursRemaining":6}}
+{"op":"add","path":"/state/maintenanceDue/1","value":{"id":"M-14","machine":"Robot Cell 14","service":"Axis lubrication and calibration","dueDate":"Aug 21","hoursRemaining":23}}
+{"op":"add","path":"/state/maintenanceDue/2","value":{"id":"M-22","machine":"Extruder 2","service":"Screw and barrel inspection","dueDate":"Aug 23","hoursRemaining":41}}
+{"op":"add","path":"/elements/analytics-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["defect-card","maintenance-due-card"]}}
+{"op":"add","path":"/elements/schedule-heading","value":{"type":"Heading","props":{"text":"Schedule Maintenance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-1","value":{"type":"SelectItem","props":{"value":"Press 7","label":"Press 7 — Line 2"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-2","value":{"type":"SelectItem","props":{"value":"Robot Cell 14","label":"Robot Cell 14 — Line 1"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-3","value":{"type":"SelectItem","props":{"value":"Extruder 2","label":"Extruder 2 — Line 3"},"children":[]}}
+{"op":"add","path":"/elements/machine-option-4","value":{"type":"SelectItem","props":{"value":"Packer 4","label":"Packer 4 — Line 4"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-machine-input","value":{"type":"Select","props":{"name":"maintenanceMachine","items":["machine-option-1","machine-option-2","machine-option-3","machine-option-4"],"placeholder":"Choose a machine","value":{"$bindState":"/maintenanceForm/machine"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-machine-control","value":{"type":"FormControl","props":{"label":"Machine","input":"maintenance-machine-input","hint":"Select the asset to take out of service."},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date-input","value":{"type":"DatePicker","props":{"name":"maintenanceDate","mode":"single","value":{"$bindState":"/maintenanceForm/date"}},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date-control","value":{"type":"FormControl","props":{"label":"Maintenance date","input":"maintenance-date-input","hint":"Coordinate with the production plan before confirming."},"children":[]}}
+{"op":"add","path":"/elements/schedule-button","value":{"type":"Button","props":{"label":"Schedule maintenance","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/maintenanceScheduled","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/schedule-buttons","value":{"type":"Buttons","props":{"buttons":["schedule-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-form","value":{"type":"Form","props":{"name":"scheduleMaintenance","buttons":"schedule-buttons","fields":["maintenance-machine-control","maintenance-date-control"]},"children":[]}}
+{"op":"add","path":"/elements/schedule-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Maintenance request scheduled","description":{"$template":"${/maintenanceForm/machine} has been submitted for ${/maintenanceForm/date}."}},"visible":{"$state":"/maintenanceScheduled"},"children":[]}}
+{"op":"add","path":"/elements/schedule-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["schedule-heading","maintenance-form","schedule-confirmation"]}}
+{"op":"add","path":"/state/maintenanceForm","value":{"machine":"","date":[]}}
+{"op":"add","path":"/state/maintenanceScheduled","value":false}
+{"op":"add","path":"/elements/deliveries-heading","value":{"type":"Heading","props":{"text":"Supplier Deliveries Due This Week","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delivery-item","value":{"type":"ListItem","props":{"title":{"$item":"supplier"},"subtitle":{"$template":"${material} • ${quantity} • Due ${due} • ${status}"},"actionLabel":"Track"},"children":[]}}
+{"op":"add","path":"/elements/delivery-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/deliveries","key":"id"},"children":["delivery-item"]}}
+{"op":"add","path":"/elements/deliveries-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["deliveries-heading","delivery-list"]}}
+{"op":"add","path":"/state/deliveries","value":[]}
+{"op":"add","path":"/state/deliveries/0","value":{"id":"PO-4812","supplier":"NorthStar Steel","material":"Cold-rolled steel coils","quantity":"42 t","due":"Tue 10:30","status":"In transit"}}
+{"op":"add","path":"/state/deliveries/1","value":{"id":"PO-4820","supplier":"PolyChem Industries","material":"ABS resin","quantity":"18 t","due":"Thu 08:00","status":"Confirmed"}}
+{"op":"add","path":"/state/deliveries/2","value":{"id":"PO-4827","supplier":"PackRight Solutions","material":"Cartons and inserts","quantity":"36 pallets","due":"Fri 13:00","status":"Awaiting dispatch"}}
+{"op":"add","path":"/elements/maintenance-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["schedule-card","deliveries-card"]}}
+{"op":"add","path":"/elements/stock-heading","value":{"type":"Heading","props":{"text":"Material Stock","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"Heading","props":{"text":{"$item":"material"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/stock-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${quantity} ${unit}** on hand\n${daysCover} days of cover • Reorder point ${reorderPoint} ${unit}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/stock-progress","value":{"type":"Progress","props":{"value":{"$item":"stockPercent"},"label":"Storage level"},"children":[]}}
+{"op":"add","path":"/elements/stock-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badgeVariant"}},"children":[]}}
+{"op":"add","path":"/elements/stock-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["stock-name","stock-detail","stock-progress","stock-status"]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"repeat":{"statePath":"/materialStock","key":"id"},"children":["stock-card"]}}
+{"op":"add","path":"/elements/stock-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-heading","stock-list"]}}
+{"op":"add","path":"/state/materialStock","value":[]}
+{"op":"add","path":"/state/materialStock/0","value":{"id":"steel","material":"Steel","quantity":186,"unit":"t","daysCover":4.8,"reorderPoint":120,"stockPercent":62,"status":"Healthy","badgeVariant":"default"}}
+{"op":"add","path":"/state/materialStock/1","value":{"id":"resin","material":"Resin","quantity":54,"unit":"t","daysCover":2.1,"reorderPoint":48,"stockPercent":36,"status":"Low","badgeVariant":"destructive"}}
+{"op":"add","path":"/state/materialStock/2","value":{"id":"packaging","material":"Packaging","quantity":128,"unit":"pallets","daysCover":6.4,"reorderPoint":60,"stockPercent":71,"status":"Healthy","badgeVariant":"default"}}
+{"op":"add","path":"/elements/materials-grid","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["stock-section"]}}
+{"op":"add","path":"/elements/holds-heading","value":{"type":"Heading","props":{"text":"Batches on Quality Hold","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hold-item","value":{"type":"Alert","props":{"title":{"$template":"Batch ${batch} • ${product}"},"description":{"$template":"${reason} • ${quantity} units • Owner: ${owner} • Held since ${since}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/holds-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualityHolds","key":"id"},"children":["hold-item"]}}
+{"op":"add","path":"/elements/holds-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["holds-heading","holds-list"]}}
+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"QH-301","batch":"B-260818-14","product":"Valve assembly","reason":"Leak test result above specification","quantity":640,"owner":"M. Chen","since":"08:40"}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"QH-302","batch":"B-260818-19","product":"Resin cover","reason":"Color variance pending lab approval","quantity":1180,"owner":"S. Patel","since":"11:15"}}
+{"op":"add","path":"/elements/work-heading","value":{"type":"Heading","props":{"text":"Open Work Orders","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/work-title","value":{"type":"Heading","props":{"text":{"$template":"${id} • ${title}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/work-priority","value":{"type":"Badge","props":{"text":{"$template":"${priority} priority"},"variant":{"$item":"badgeVariant"}},"children":[]}}
+{"op":"add","path":"/elements/work-detail","value":{"type":"TextContent","props":{"text":{"$template":"Asset: **${asset}** • Assigned to ${assignee}\nOpened ${opened} • Status: ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/work-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["work-title","work-priority","work-detail"]}}
+{"op":"add","path":"/elements/work-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workOrders","key":"id"},"children":["work-card"]}}
+{"op":"add","path":"/elements/work-orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["work-heading","work-list"]}}
+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"WO-1842","title":"Restore hydraulic pressure","asset":"Press 7","priority":"Critical","badgeVariant":"destructive","assignee":"A. Rivera","opened":"12:18","status":"In progress"}}
+{"op":"add","path":"/state/workOrders/1","value":{"id":"WO-1838","title":"Replace conveyor photoeye","asset":"Conveyor C-12","priority":"High","badgeVariant":"destructive","assignee":"J. Okafor","opened":"09:05","status":"Parts staged"}}
+{"op":"add","path":"/state/workOrders/2","value":{"id":"WO-1829","title":"Investigate vibration trend","asset":"Extruder 2","priority":"Medium","badgeVariant":"secondary","assignee":"L. Nguyen","opened":"Yesterday","status":"Planned"}}
+{"op":"add","path":"/state/workOrders/3","value":{"id":"WO-1817","title":"Repair guard interlock","asset":"Packer 4","priority":"Low","badgeVariant":"outline","assignee":"T. Brooks","opened":"Aug 15","status":"Awaiting window"}}
+{"op":"add","path":"/elements/quality-work-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["holds-card","work-orders-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..019b372f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,141 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..acd96fa7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,157 @@
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+{"op":"add","path":"/elements/promotion-message-input","value":{"type":"Input","props":{"name":"promotionMessage","placeholder":"Watch the new season now","type":"text","value":{"$bindState":"/promotion/message"}},"children":[]}}
+{"op":"add","path":"/elements/promotion-buttons","value":{"type":"Buttons","props":{"buttons":["promotion-publish-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/promotion-publish-button","value":{"type":"Button","props":{"label":"Publish to home screen","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/published","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/promotion-status","value":{"type":"Callout","props":{"variant":"success","title":"Promotion published","description":{"$template":"${/promotion/title} is now featured in ${/promotion/placement}."}},"visible":{"$state":"/promotion/published"},"children":[]}}
+{"op":"add","path":"/state/promotion","value":{"title":"City of Echoes","placement":"Primary hero","message":"A mystery worth staying up for.","published":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..a57b8647a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,158 @@
+{"op":"add","path":"/root","value":"ops-room"}
+{"op":"add","path":"/elements/ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","live-grid","audience-section","content-section","delivery-section","commercial-section","operations-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","live-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Live audience, delivery, content, growth, and monetization command center.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Badge","props":{"text":"● LIVE · Updated moments ago","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["region-control","region-summary"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"All regional delivery and audience cards use this operational focus."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-all","region-na","region-eu","region-apac","region-latam"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/region-summary","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Operational focus: ${/selectedRegion}"},"description":"Use the selector to narrow the room to one region."},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/live-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["viewers-card","buffering-card","recommendation-card","search-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["viewers-label","viewers-value","viewers-trend"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/currentViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/viewers-trend","value":{"type":"Badge","props":{"text":{"$state":"/kpis/viewerTrend"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"currentViewers":"1,284,730","viewerTrend":"+8.4% vs same time last week","bufferingRate":"0.72%","bufferingTarget":"Target < 1.00%","recommendationCtr":"18.6%","recommendationLift":"+1.9 pts month over month","failedSearches":"42,180","failedSearchRate":"3.1% of searches"}}
+{"op":"add","path":"/elements/buffering-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["buffering-label","buffering-value","buffering-target","buffering-progress"]}}
+{"op":"add","path":"/elements/buffering-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffering-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/bufferingRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/buffering-target","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/bufferingTarget"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/buffering-progress","value":{"type":"Progress","props":{"value":72,"label":"72% of error budget"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["recommendation-label","recommendation-value","recommendation-trend"]}}
+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click-through","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/recommendationCtr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-trend","value":{"type":"Badge","props":{"text":{"$state":"/kpis/recommendationLift"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["search-label","search-value","search-rate"]}}
+{"op":"add","path":"/elements/search-label","value":{"type":"TextContent","props":{"text":"Searches without playback","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/search-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/failedSearches"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/search-rate","value":{"type":"TextContent","props":{"text":{"$state":"/kpis/failedSearchRate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/audience-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["audience-heading","audience-grid"]}}
+{"op":"add","path":"/elements/audience-heading","value":{"type":"Heading","props":{"text":"Audience & growth","level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/watch-time-header","value":{"type":"CardHeader","props":{"title":"Watch time · past month","subtitle":"Millions of hours watched per day"},"children":[]}}
+{"op":"add","path":"/elements/watch-time-series","value":{"type":"Series","props":{"category":"Watch hours (M)","values":[5.8,6.1,5.9,6.4,6.7,7.2,7.6,7.1,6.8,6.6,6.9,7.4,7.8,8.2,8.5,8.1,7.7,7.9,8.4,8.8,9.1,8.7,8.3,8.6,9.0,9.4,9.8,9.5,9.9,10.2]},"children":[]}}
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+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"Subscribers vs cancellations","subtitle":"Weekly account movement, thousands"},"children":[]}}
+{"op":"add","path":"/elements/new-subs-series","value":{"type":"Series","props":{"category":"New subscribers","values":[184,201,196,224]},"children":[]}}
+{"op":"add","path":"/elements/cancel-series","value":{"type":"Series","props":{"category":"Cancellations","values":[72,81,76,89]},"children":[]}}
+{"op":"add","path":"/elements/subscriber-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["new-subs-series","cancel-series"],"variant":"grouped","xLabel":"Week","yLabel":"Accounts (K)"},"children":[]}}
+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["device-header","device-chart"]}}
+{"op":"add","path":"/elements/device-header","value":{"type":"CardHeader","props":{"title":"Viewing split by device","subtitle":"Share of total watch time"},"children":[]}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"PieChart","props":{"labels":["Connected TV","Mobile","Web","Tablet","Game console"],"values":[48,24,14,8,6],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/content-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["content-heading","content-grid"]}}
+{"op":"add","path":"/elements/content-heading","value":{"type":"Heading","props":{"text":"Content performance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/content-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["top-titles-card","genre-card"]}}
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-titles-header","top-titles-list"]}}
+{"op":"add","path":"/elements/top-titles-header","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"Viewing hours in the last 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/top-title-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["top-title-name","top-title-hours"]}}
+{"op":"add","path":"/elements/top-title-name","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/top-title-hours","value":{"type":"Badge","props":{"text":{"$template":"${hours} hours"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/top-titles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topTitles","key":"id"},"children":["top-title-row"]}}
+{"op":"add","path":"/state/topTitles","value":[]}
+{"op":"add","path":"/state/topTitles/0","value":{"id":"t1","title":"The Last Horizon","hours":"2.84M"}}
+{"op":"add","path":"/state/topTitles/1","value":{"id":"t2","title":"City of Echoes","hours":"2.21M"}}
+{"op":"add","path":"/state/topTitles/2","value":{"id":"t3","title":"Kitchen Rivals: Finale","hours":"1.76M"}}
+{"op":"add","path":"/state/topTitles/3","value":{"id":"t4","title":"Orbit Seven","hours":"1.43M"}}
+{"op":"add","path":"/state/topTitles/4","value":{"id":"t5","title":"Wild Coasts","hours":"1.08M"}}
+{"op":"add","path":"/elements/genre-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["genre-header","genre-chart"]}}
+{"op":"add","path":"/elements/genre-header","value":{"type":"CardHeader","props":{"title":"Performance by genre","subtitle":"Watch hours and completion rate index"},"children":[]}}
+{"op":"add","path":"/elements/genre-hours-series","value":{"type":"Series","props":{"category":"Watch hours index","values":[94,88,82,76,69,61]},"children":[]}}
+{"op":"add","path":"/elements/genre-completion-series","value":{"type":"Series","props":{"category":"Completion index","values":[86,72,79,91,75,84]},"children":[]}}
+{"op":"add","path":"/elements/genre-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Drama","Comedy","Action","Documentary","Kids & Family","Reality"],"series":["genre-hours-series","genre-completion-series"],"variant":"grouped","xLabel":"Performance index","yLabel":"Genre"},"children":[]}}
+{"op":"add","path":"/elements/delivery-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["delivery-heading","delivery-card"]}}
+{"op":"add","path":"/elements/delivery-heading","value":{"type":"Heading","props":{"text":"Delivery health by region","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delivery-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["delivery-focus","delivery-table"]}}
+{"op":"add","path":"/elements/delivery-focus","value":{"type":"TextContent","props":{"text":{"$template":"Regional focus: **${/selectedRegion}** · Playback success, buffering, startup time, and CDN health."},"children":[]}}
+{"op":"add","path":"/elements/delivery-region-col","value":{"type":"Col","props":{"label":"Region","data":["North America","Europe","Asia Pacific","Latin America","Middle East & Africa"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-success-col","value":{"type":"Col","props":{"label":"Playback success","data":["99.96%","99.93%","99.88%","99.84%","99.79%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-buffer-col","value":{"type":"Col","props":{"label":"Buffering","data":["0.48%","0.61%","0.83%","1.04%","1.28%"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-start-col","value":{"type":"Col","props":{"label":"Start time","data":["1.2s","1.3s","1.6s","1.8s","2.1s"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-status-col","value":{"type":"Col","props":{"label":"Status","data":["Healthy","Healthy","Monitor","Degraded","Degraded"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/delivery-table","value":{"type":"Table","props":{"columns":["delivery-region-col","delivery-success-col","delivery-buffer-col","delivery-start-col","delivery-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/commercial-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["commercial-heading","commercial-grid"]}}
+{"op":"add","path":"/elements/commercial-heading","value":{"type":"Heading","props":{"text":"Commercial mix","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/commercial-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["revenue-card","revenue-detail-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-header","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue split by plan","subtitle":"Current-month recognized revenue"},"children":[]}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"PieChart","props":{"labels":["Premium","Standard","Ad-supported","Mobile"],"values":[44,31,18,7],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/revenue-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-detail-header","revenue-bar","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-detail-header","value":{"type":"CardHeader","props":{"title":"Plan contribution","subtitle":"Premium and Standard generate 75% of revenue"},"children":[]}}
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+{"op":"add","path":"/elements/revenue-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Ad-supported momentum","description":"Revenue contribution is up 2.4 points versus last month."},"children":[]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["operations-heading","operations-grid","feature-flags-card","promotion-card"]}}
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+{"op":"add","path":"/elements/releases-header","value":{"type":"CardHeader","props":{"title":"Releases coming this month","subtitle":"Upcoming premieres and catalog launches"},"children":[]}}
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+{"op":"add","path":"/state/releases/1","value":{"id":"r2","title":"The Glass Harbor","date":"Aug 24","type":"Original film","regions":"Global"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"r3","title":"Tiny Explorers S3","date":"Aug 27","type":"Kids series","regions":"NA, EU, APAC"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"r4","title":"Championship Stories","date":"Aug 30","type":"Documentary","regions":"EU, LATAM"}}
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licenses-header","licenses-list"]}}
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+{"op":"add","path":"/elements/license-badge","value":{"type":"Badge","props":{"text":{"$template":"Expires ${expiry}"},"variant":"destructive"},"children":[]}}
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+{"op":"add","path":"/state/licenses","value":[]}
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+{"op":"add","path":"/state/licenses/1","value":{"id":"l2","title":"Fast Track Collection","expiry":"Aug 26","regions":"Europe, LATAM","owner":"Apex Studios"}}
+{"op":"add","path":"/state/licenses/2","value":{"id":"l3","title":"Laughing Matters S1–4","expiry":"Sep 2","regions":"Global","owner":"Beacon Television"}}
+{"op":"add","path":"/state/licenses/3","value":{"id":"l4","title":"Ocean Giants","expiry":"Sep 5","regions":"APAC","owner":"Blue Planet Distribution"}}
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+{"op":"add","path":"/state/featureFlags","value":{"nextGenCodec":"Enabled","smartPreload":"Enabled","kidsHomeRefresh":"Disabled","adaptiveArtwork":"Enabled"}}
+{"op":"add","path":"/elements/promotion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotion-header","promotion-form","promotion-preview"]}}
+{"op":"add","path":"/elements/promotion-header","value":{"type":"CardHeader","props":{"title":"Promote a title on the home screen","subtitle":"Configure and publish a featured placement."},"children":[]}}
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+{"op":"add","path":"/elements/promotion-title-control","value":{"type":"FormControl","props":{"label":"Title","input":"promotion-title-input","hint":"The exact catalog title to feature."},"children":[]}}
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+{"op":"add","path":"/elements/slot-hero","value":{"type":"SelectItem","props":{"value":"Hero banner","label":"Hero banner"},"children":[]}}
+{"op":"add","path":"/elements/slot-trending","value":{"type":"SelectItem","props":{"value":"Trending row","label":"Trending row"},"children":[]}}
+{"op":"add","path":"/elements/slot-new","value":{"type":"SelectItem","props":{"value":"New releases row","label":"New releases row"},"children":[]}}
+{"op":"add","path":"/elements/promotion-slot-control","value":{"type":"FormControl","props":{"label":"Home placement","input":"promotion-slot-input","hint":"Choose the destination surface."},"children":[]}}
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+{"op":"add","path":"/elements/promo-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/promotion-region-control","value":{"type":"FormControl","props":{"label":"Audience region","input":"promotion-region-input","hint":"Target the promotion geographically."},"children":[]}}
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+{"op":"add","path":"/state/promotion","value":{"title":"The Last Horizon","slot":"Hero banner","region":"Global","published":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..98b4ea8dc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,135 @@
+{"op":"add","path":"/root","value":"operations-room"}
+{"op":"add","path":"/elements/operations-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-focus","live-kpis","audience-content-row","growth-quality-row","operations-row","commercial-row","controls-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["header-copy","live-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"CardHeader","props":{"title":"Streaming Operations Room","subtitle":"Live audience, content, delivery, growth, and commercial performance"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Tag","props":{"text":"LIVE · Updated moments ago","icon":"activity","size":"md","variant":"success"},"children":[]}}
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+{"op":"add","path":"/elements/region-copy","value":{"type":"CardHeader","props":{"title":"Region focus","subtitle":"Filter the operations view to a delivery market"},"children":[]}}
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+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/region-note","value":{"type":"TextContent","props":{"text":{"$template":"Current focus: **${/selectedRegion}**"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/live-kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["viewers-card","buffering-card","recommendation-card","no-playback-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["viewers-label","viewers-value","viewers-change"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/liveViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/viewers-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/liveViewerTrend"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"liveViewers":"2,847,391","liveViewerTrend":"+8.4% vs last Tuesday","bufferingRate":"0.72%","bufferingStatus":"Within 0.90% SLO","recommendationCtr":"18.6%","recommendationTrend":"+1.9 pts month over month","noPlaybackSearches":"42,180","noPlaybackRate":"3.1% of searches"}}
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+{"op":"add","path":"/elements/most-watched-header","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"Viewing hours, last 24 hours"},"children":[]}}
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+{"op":"add","path":"/elements/promo-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/promo-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/promo-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/promo-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/promo-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/promotion-slot-control","value":{"type":"FormControl","props":{"label":"Home-screen slot","input":"promotion-slot-select"},"children":[]}}
+{"op":"add","path":"/elements/promotion-slot-select","value":{"type":"Select","props":{"name":"promotionSlot","items":["slot-hero","slot-trending","slot-new"],"value":{"$bindState":"/promotion/slot"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/slot-hero","value":{"type":"SelectItem","props":{"value":"Hero banner","label":"Hero banner"},"children":[]}}
+{"op":"add","path":"/elements/slot-trending","value":{"type":"SelectItem","props":{"value":"Trending row","label":"Trending row"},"children":[]}}
+{"op":"add","path":"/elements/slot-new","value":{"type":"SelectItem","props":{"value":"New releases row","label":"New releases row"},"children":[]}}
+{"op":"add","path":"/elements/promotion-message-control","value":{"type":"FormControl","props":{"label":"Campaign message","input":"promotion-message-input","hint":"Short copy shown beside the title artwork."},"children":[]}}
+{"op":"add","path":"/elements/promotion-message-input","value":{"type":"TextArea","props":{"name":"promotionMessage","placeholder":"Stream the new original film now.","rows":3,"value":{"$bindState":"/promotion/message"},"rules":[{"required":true,"message":"Campaign copy is required"}]},"children":[]}}
+{"op":"add","path":"/elements/promotion-buttons","value":{"type":"Buttons","props":{"buttons":["promotion-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/promotion-submit","value":{"type":"Button","props":{"label":"Schedule promotion","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/scheduled","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/promotion-preview","value":{"type":"Callout","props":{"variant":"success","title":"Promotion scheduled","description":{"$template":"${/promotion/title} will appear in the ${/promotion/slot} for ${/promotion/region}."}},"visible":{"$state":"/promotion/scheduled"},"children":[]}}
+{"op":"add","path":"/state/promotion","value":{"title":"After the Storm","region":"Global","slot":"Hero banner","message":"A gripping new original film. Stream it now.","scheduled":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..2c0b829f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,153 @@
+{"op":"add","path":"/root","value":"operations-room"}
+{"op":"add","path":"/elements/operations-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-focus","live-kpis","audience-section","content-section","delivery-section","commercial-section","operations-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","live-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live audience, content, delivery, growth, and monetization oversight","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Badge","props":{"text":"● LIVE · Updated 10:42 UTC","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["region-copy","region-select"]}}
+{"op":"add","path":"/elements/region-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["region-heading","region-description"]}}
+{"op":"add","path":"/elements/region-heading","value":{"type":"Heading","props":{"text":"Regional focus","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/region-description","value":{"type":"TextContent","props":{"text":{"$template":"Dashboard focus: ${/selectedRegion}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-global","region-na","region-emea","region-apac","region-latam"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-emea","value":{"type":"SelectItem","props":{"value":"Europe, Middle East & Africa","label":"Europe, Middle East & Africa"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/live-kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["viewers-card","buffering-card","recommendation-card","search-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["viewers-label","viewers-value","viewers-trend"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/liveViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/kpis","value":{"liveViewers":"2,847,391","bufferingRate":"0.82%","recommendationCtr":"14.7%","noPlaybackSearches":"38,420"}}
+{"op":"add","path":"/elements/viewers-trend","value":{"type":"Badge","props":{"text":"+6.4% vs same time last week","variant":"default"},"children":[]}}
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+{"op":"add","path":"/elements/buffering-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffering-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/bufferingRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/buffering-status","value":{"type":"Badge","props":{"text":"Within 1.0% target","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["recommendation-label","recommendation-value","recommendation-trend"]}}
+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/recommendationCtr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-trend","value":{"type":"Badge","props":{"text":"+1.2 pts month over month","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/search-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["search-label","search-value","search-trend"]}}
+{"op":"add","path":"/elements/search-label","value":{"type":"TextContent","props":{"text":"Searches without playback","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/search-value","value":{"type":"Heading","props":{"text":{"$state":"/kpis/noPlaybackSearches"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/search-trend","value":{"type":"Badge","props":{"text":"3.1% of searches · needs attention","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/audience-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["audience-title","audience-grid"]}}
+{"op":"add","path":"/elements/audience-title","value":{"type":"Heading","props":{"text":"Audience & growth","level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/watchTime","value":{"labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16"]}}
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+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"Subscribers vs cancellations","subtitle":"Weekly account movement, thousands"},"children":[]}}
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+{"op":"add","path":"/state/subscriberFlow/cancelled","value":[91,96,88,102]}
+{"op":"add","path":"/elements/subscriber-note","value":{"type":"Callout","props":{"variant":"success","title":"Net growth +134K","description":"The latest week is 12% above the four-week net growth average."},"children":[]}}
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+{"op":"add","path":"/elements/device-header","value":{"type":"CardHeader","props":{"title":"Viewing split by device","subtitle":"Share of watch hours"},"children":[]}}
+{"op":"add","path":"/elements/device-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/deviceSplit/labels"},"values":{"$state":"/deviceSplit/values"},"variant":"donut","appearance":"circular"},"children":[]}}
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+{"op":"add","path":"/elements/content-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["top-titles-card","genre-card"]}}
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["top-titles-header","top-titles-chart"]}}
+{"op":"add","path":"/elements/top-titles-header","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"Hours watched in the last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/top-titles-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/topTitles/labels"},"series":["top-title-hours"],"variant":"grouped","xLabel":"Hours watched (M)","yLabel":"Title"},"children":[]}}
+{"op":"add","path":"/state/topTitles","value":{"labels":["The Last Horizon","Harbor Unit","Midnight Circuit","Kingdom of Glass","Tiny Giants"]}}
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+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery health by region","subtitle":"CDN availability, startup time, and buffering"},"children":[]}}
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+{"op":"add","path":"/state/delivery/availability","value":["99.99%","99.97%","99.94%","99.91%","99.88%"]}
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+{"op":"add","path":"/state/delivery/status","value":["Healthy","Healthy","Monitor","Degraded","Degraded"]}
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+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"rel-1","title":"The Last Horizon: Season 2","date":"Aug 21","type":"Series","markets":"Global"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"rel-2","title":"Blue Current","date":"Aug 24","type":"Film","markets":"North America & Europe"}}
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+{"op":"add","path":"/elements/licenses-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expiringLicenses","key":"id"},"children":["license-row"]}}
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+{"op":"add","path":"/state/expiringLicenses","value":[]}
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+{"op":"add","path":"/state/expiringLicenses/1","value":{"id":"lic-2","title":"The Silent Map","expiry":"Sep 3","territory":"Europe","hours":"3.2"}}
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+{"op":"add","path":"/elements/flags-header","value":{"type":"CardHeader","props":{"title":"Feature flags","subtitle":"Live rollout state for viewer-facing capabilities"},"children":[]}}
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+{"op":"add","path":"/state/featureFlags","value":{"enabled":["ai-recommendations","low-latency-live","kids-profiles"]}}
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+{"op":"add","path":"/elements/flag-downloads-row","value":{"type":"SwitchItem","props":{"name":"smart-downloads","label":"Smart downloads","description":"Paused after elevated storage errors","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/flag-kids-row","value":{"type":"SwitchItem","props":{"name":"kids-profiles","label":"Enhanced kids profiles","description":"Age-aware navigation and content rails","defaultChecked":true},"children":[]}}
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+{"op":"add","path":"/elements/promotion-header","value":{"type":"CardHeader","props":{"title":"Promote a title","subtitle":"Place a title in the home-screen hero for the selected region"},"children":[]}}
+{"op":"add","path":"/elements/promotion-form","value":{"type":"Form","props":{"name":"home-promotion","fields":["promotion-title-control","promotion-region-control","promotion-slot-control"],"buttons":"promotion-buttons"},"children":[]}}
+{"op":"add","path":"/elements/promotion-title-control","value":{"type":"FormControl","props":{"label":"Title","input":"promotion-title-select","hint":"Choose from active and upcoming catalog titles."},"children":[]}}
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+{"op":"add","path":"/state/promotion","value":{"title":"The Last Horizon: Season 2","region":"Global","slot":"Primary hero","published":false}}
+{"op":"add","path":"/elements/promo-title-1","value":{"type":"SelectItem","props":{"value":"The Last Horizon: Season 2","label":"The Last Horizon: Season 2"},"children":[]}}
+{"op":"add","path":"/elements/promo-title-2","value":{"type":"SelectItem","props":{"value":"Blue Current","label":"Blue Current"},"children":[]}}
+{"op":"add","path":"/elements/promo-title-3","value":{"type":"SelectItem","props":{"value":"Street Kitchen: Seoul","label":"Street Kitchen: Seoul"},"children":[]}}
+{"op":"add","path":"/elements/promo-title-4","value":{"type":"SelectItem","props":{"value":"Orbit Kids","label":"Orbit Kids"},"children":[]}}
+{"op":"add","path":"/elements/promotion-region-control","value":{"type":"FormControl","props":{"label":"Audience region","input":"promotion-region-select","hint":"Promotion targeting can differ from the dashboard focus."},"children":[]}}
+{"op":"add","path":"/elements/promotion-region-select","value":{"type":"Select","props":{"name":"promotion-region","items":["promo-region-global","promo-region-na","promo-region-emea","promo-region-apac","promo-region-latam"],"value":{"$bindState":"/promotion/region"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/promo-region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/promo-region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/promo-region-emea","value":{"type":"SelectItem","props":{"value":"Europe, Middle East & Africa","label":"Europe, Middle East & Africa"},"children":[]}}
+{"op":"add","path":"/elements/promo-region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/promo-region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/promotion-slot-control","value":{"type":"FormControl","props":{"label":"Home-screen placement","input":"promotion-slot-select"},"children":[]}}
+{"op":"add","path":"/elements/promotion-slot-select","value":{"type":"Select","props":{"name":"promotion-slot","items":["promo-slot-primary","promo-slot-secondary","promo-slot-trending"],"value":{"$bindState":"/promotion/slot"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-primary","value":{"type":"SelectItem","props":{"value":"Primary hero","label":"Primary hero"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-secondary","value":{"type":"SelectItem","props":{"value":"Secondary hero","label":"Secondary hero"},"children":[]}}
+{"op":"add","path":"/elements/promo-slot-trending","value":{"type":"SelectItem","props":{"value":"Trending rail","label":"Trending rail"},"children":[]}}
+{"op":"add","path":"/elements/promotion-buttons","value":{"type":"Buttons","props":{"buttons":["promotion-preview-button","promotion-publish-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/promotion-preview-button","value":{"type":"Button","props":{"label":"Preview placement","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/previewed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/promotion-publish-button","value":{"type":"Button","props":{"label":"Publish promotion","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/published","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/promotion-result","value":{"type":"Callout","props":{"variant":"success","title":"Promotion published","description":{"$template":"${/promotion/title} is now assigned to ${/promotion/slot} for ${/promotion/region}."}},"visible":{"$state":"/promotion/published"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..d16b5733b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r1.txt
@@ -0,0 +1,128 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","controls","summary-grid","enrollment-section","program-section","operations-section","people-section","advancement-section","events-section","actions-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"CardHeader","props":{"title":"University Administrator Overview","subtitle":"Fall 2026 • Institutional performance, capacity, student success, and engagement"},"children":[]}}
+{"op":"add","path":"/elements/department-item-all","value":{"type":"SelectItem","props":{"value":"all","label":"All departments"},"children":[]}}
+{"op":"add","path":"/elements/department-item-arts","value":{"type":"SelectItem","props":{"value":"arts-sciences","label":"Arts & Sciences"},"children":[]}}
+{"op":"add","path":"/elements/department-item-business","value":{"type":"SelectItem","props":{"value":"business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/department-item-engineering","value":{"type":"SelectItem","props":{"value":"engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/department-item-health","value":{"type":"SelectItem","props":{"value":"health-sciences","label":"Health Sciences"},"children":[]}}
+{"op":"add","path":"/elements/department-select","value":{"type":"Select","props":{"name":"department","items":["department-item-all","department-item-arts","department-item-business","department-item-engineering","department-item-health"],"value":{"$bindState":"/selectedDepartment"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedDepartment","value":"all"}
+{"op":"add","path":"/elements/department-control","value":{"type":"FormControl","props":{"label":"Focus on department","input":"department-select","hint":"Updates the administrative focus for this overview."},"children":[]}}
+{"op":"add","path":"/elements/semester-comparison","value":{"type":"Callout","props":{"variant":"success","title":"This semester vs. last","description":{"$state":"/semesterComparison"}},"children":[]}}
+{"op":"add","path":"/state/semesterComparison","value":"Enrollment +2.7% • Applications +6.4% • Acceptance rate −1.2 pts • Tuition revenue +4.8%"}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["department-control","semester-comparison"]}}
+{"op":"add","path":"/elements/enrollment-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["enrollment-label","enrollment-value","enrollment-note"]}}
+{"op":"add","path":"/elements/enrollment-label","value":{"type":"TextContent","props":{"text":"Total enrollment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/enrollment"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"enrollment":"24,860","acceptanceRate":"61.8%","tuitionRevenue":"$318.4M","housingOccupancy":"94.2%"}}
+{"op":"add","path":"/elements/enrollment-note","value":{"type":"Badge","props":{"text":"+2.7% vs. last semester","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["acceptance-label","acceptance-value","acceptance-note"]}}
+{"op":"add","path":"/elements/acceptance-label","value":{"type":"TextContent","props":{"text":"Acceptance rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/acceptanceRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-note","value":{"type":"Badge","props":{"text":"−1.2 pts year over year","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/revenue-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-label","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Tuition revenue this year","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/tuitionRevenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"Badge","props":{"text":"98.6% of annual plan","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/housing-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["housing-label","housing-value","housing-progress"]}}
+{"op":"add","path":"/elements/housing-label","value":{"type":"TextContent","props":{"text":"Housing occupancy","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/housing-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/housingOccupancy"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/housing-progress","value":{"type":"Progress","props":{"value":94.2,"label":"5,934 of 6,300 beds occupied"},"children":[]}}
+{"op":"add","path":"/elements/summary-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["enrollment-metric","acceptance-metric","revenue-metric","housing-metric"]}}
+{"op":"add","path":"/elements/enrollment-heading","value":{"type":"CardHeader","props":{"title":"Enrollment trend","subtitle":"Total enrolled students over five academic years"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":[22140,22780,23510,24210,24860]},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"AreaChart","props":{"labels":["2022","2023","2024","2025","2026"],"series":["enrollment-series"],"variant":"natural","xLabel":"Academic year","yLabel":"Students"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-heading","enrollment-chart"]}}
+{"op":"add","path":"/elements/applications-heading","value":{"type":"CardHeader","props":{"title":"Applications by program","subtitle":"Current admission cycle"},"children":[]}}
+{"op":"add","path":"/elements/application-series","value":{"type":"Series","props":{"category":"Applications","values":[4280,3910,3460,2850,2410,1980]},"children":[]}}
+{"op":"add","path":"/elements/applications-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Computer Science","Business Administration","Nursing","Biological Sciences","Psychology","Mechanical Engineering"],"series":["application-series"],"variant":"grouped","xLabel":"Applications","yLabel":"Program"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-heading","value":{"type":"CardHeader","props":{"title":"Waitlisted students per program","subtitle":"Active undergraduate waitlists"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-program-col","value":{"type":"Col","props":{"label":"Program","data":["Computer Science","Nursing","Business Administration","Psychology","Mechanical Engineering"],"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-count-col","value":{"type":"Col","props":{"label":"Waitlisted","data":[186,142,97,74,61],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-table","value":{"type":"Table","props":{"columns":["waitlist-program-col","waitlist-count-col"]},"children":[]}}
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+{"op":"add","path":"/elements/waitlist-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["waitlist-heading","waitlist-table"]}}
+{"op":"add","path":"/elements/courses-heading","value":{"type":"CardHeader","props":{"title":"Course offering capacity","subtitle":"Enrollment as a share of available seats"},"children":[]}}
+{"op":"add","path":"/elements/course-title","value":{"type":"TextContent","props":{"text":{"$template":"**${code} — ${title}** · ${enrolled}/${capacity} seats"},"children":[]}}
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+{"op":"add","path":"/elements/course-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["course-title","course-progress"]}}
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+{"op":"add","path":"/state/courses","value":[]}
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+{"op":"add","path":"/state/courses/4","value":{"id":"c5","code":"PSY 101","title":"Introduction to Psychology","enrolled":198,"capacity":220,"fill":90}}
+{"op":"add","path":"/elements/courses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["courses-heading","course-list"]}}
+{"op":"add","path":"/elements/scholarship-heading","value":{"type":"CardHeader","props":{"title":"Scholarship budget","subtitle":"Awarded against the annual financial-aid allocation"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-amount","value":{"type":"Heading","props":{"text":{"$state":"/scholarship/summary"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/scholarship","value":{"summary":"$38.7M used of $45.0M","percent":86}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":{"$state":"/scholarship/percent"},"label":"86% used • $6.3M remaining"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-alert","value":{"type":"Alert","props":{"title":"On track","description":"Projected year-end utilization is 97%, within the approved allocation.","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["scholarship-heading","scholarship-amount","scholarship-progress","scholarship-alert"]}}
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+{"op":"add","path":"/elements/faculty-name-col","value":{"type":"Col","props":{"label":"Faculty member","data":["Dr. Maya Chen","Prof. Daniel Ortiz","Dr. Amina Patel","Prof. Samuel Brooks","Dr. Elena Rossi"],"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/faculty-load-col","value":{"type":"Col","props":{"label":"Credit hours","data":[12,15,9,12,18],"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/faculty-table","value":{"type":"Table","props":{"columns":["faculty-name-col","faculty-dept-col","faculty-load-col"]},"children":[]}}
+{"op":"add","path":"/elements/faculty-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["faculty-heading","faculty-table"]}}
+{"op":"add","path":"/elements/risk-heading","value":{"type":"CardHeader","props":{"title":"Students at academic risk","subtitle":"Priority cases based on GPA, attendance, and credit progress"},"children":[]}}
+{"op":"add","path":"/elements/risk-student","value":{"type":"ListItem","props":{"title":{"$item":"name"},"subtitle":{"$template":"${program} • GPA ${gpa} • ${reason}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"ListBlock","props":{"items":["risk-student"],"variant":"number"},"repeat":{"statePath":"/atRiskStudents","key":"id"},"children":["risk-student"]}}
+{"op":"add","path":"/state/atRiskStudents","value":[]}
+{"op":"add","path":"/state/atRiskStudents/0","value":{"id":"s1","name":"Jordan Lee","program":"Computer Science","gpa":"1.82","reason":"Low attendance"}}
+{"op":"add","path":"/state/atRiskStudents/1","value":{"id":"s2","name":"Nadia Williams","program":"Nursing","gpa":"1.94","reason":"Clinical course concern"}}
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+{"op":"add","path":"/state/atRiskStudents/3","value":{"id":"s4","name":"Priya Shah","program":"Biological Sciences","gpa":"2.08","reason":"Two gateway course alerts"}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-heading","risk-list"]}}
+{"op":"add","path":"/elements/people-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["faculty-card","risk-card"]}}
+{"op":"add","path":"/elements/alumni-heading","value":{"type":"CardHeader","props":{"title":"Alumni giving","subtitle":"Contributions received over the past four fiscal years"},"children":[]}}
+{"op":"add","path":"/elements/alumni-series","value":{"type":"Series","props":{"category":"Giving ($M)","values":[18.6,21.4,24.9,28.7]},"children":[]}}
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+{"op":"add","path":"/elements/alumni-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alumni-heading","alumni-chart"]}}
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+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${date} • ${time} • ${location}"},"actionLabel":"Details"},"children":[]}}
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+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"e1","title":"New Faculty Welcome Reception","date":"Aug 20","time":"4:00 PM","location":"University Club"}}
+{"op":"add","path":"/state/events/1","value":{"id":"e2","title":"First-Year Student Convocation","date":"Aug 24","time":"10:00 AM","location":"Founders Auditorium"}}
+{"op":"add","path":"/state/events/2","value":{"id":"e3","title":"Fall Research Showcase","date":"Aug 27","time":"1:00 PM","location":"Innovation Center"}}
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+{"op":"add","path":"/state/newCourse","value":{"code":"","title":"","department":"Engineering","credits":"3","rationale":""}}
+{"op":"add","path":"/elements/course-code-control","value":{"type":"FormControl","props":{"label":"Course code","input":"course-code-input"},"children":[]}}
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+{"op":"add","path":"/elements/course-title-control","value":{"type":"FormControl","props":{"label":"Course title","input":"course-title-input"},"children":[]}}
+{"op":"add","path":"/elements/course-rationale-input","value":{"type":"TextArea","props":{"name":"courseRationale","placeholder":"Summarize demand, curriculum fit, and resource needs","rows":4,"value":{"$bindState":"/newCourse/rationale"},"rules":[{"required":true}]},"children":[]}}
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+{"op":"add","path":"/elements/course-form-buttons","value":{"type":"Buttons","props":{"buttons":["course-approve-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/course-form","value":{"type":"Form","props":{"name":"courseApproval","buttons":"course-form-buttons","fields":["course-code-control","course-title-control","course-rationale-control"]},"children":[]}}
+{"op":"add","path":"/elements/course-status","value":{"type":"Callout","props":{"variant":"success","title":"Course approved","description":{"$state":"/courseApprovalStatus"}},"visible":{"$state":"/courseApprovalStatus"},"children":[]}}
+{"op":"add","path":"/state/courseApprovalStatus","value":""}
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+{"op":"add","path":"/elements/course-approval-heading","value":{"type":"CardHeader","props":{"title":"Approve a new course","subtitle":"Review and authorize a proposed catalog offering"},"children":[]}}
+{"op":"add","path":"/elements/group-item-all","value":{"type":"SelectItem","props":{"value":"all-undergraduates","label":"All undergraduate students"},"children":[]}}
+{"op":"add","path":"/elements/group-item-firstyear","value":{"type":"SelectItem","props":{"value":"first-year","label":"First-year students"},"children":[]}}
+{"op":"add","path":"/elements/group-item-risk","value":{"type":"SelectItem","props":{"value":"academic-risk","label":"Students with academic alerts"},"children":[]}}
+{"op":"add","path":"/elements/group-item-residential","value":{"type":"SelectItem","props":{"value":"residential","label":"Residential students"},"children":[]}}
+{"op":"add","path":"/elements/student-group-select","value":{"type":"Select","props":{"name":"studentGroup","items":["group-item-all","group-item-firstyear","group-item-risk","group-item-residential"],"placeholder":"Choose a group","value":{"$bindState":"/message/group"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/message","value":{"group":"","subject":"","body":""}}
+{"op":"add","path":"/elements/student-group-control","value":{"type":"FormControl","props":{"label":"Student group","input":"student-group-select"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"messageSubject","placeholder":"Message subject","value":{"$bindState":"/message/subject"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Write the announcement or guidance for this student group","rows":5,"value":{"$bindState":"/message/body"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageStatus","value":"Message queued for delivery to the selected student group."}}},"children":[]}}
+{"op":"add","path":"/elements/message-form-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"studentGroupMessage","buttons":"message-form-buttons","fields":["student-group-control","message-subject-control","message-body-control"]},"children":[]}}
+{"op":"add","path":"/elements/message-status","value":{"type":"Callout","props":{"variant":"success","title":"Message queued","description":{"$state":"/messageStatus"}},"visible":{"$state":"/messageStatus"},"children":[]}}
+{"op":"add","path":"/state/messageStatus","value":""}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-form","message-status"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"CardHeader","props":{"title":"Message a student group","subtitle":"Send a targeted campus communication"},"children":[]}}
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["course-approval-card","message-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..164ec110a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r2.txt
@@ -0,0 +1,173 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","department-filter","semester-comparison","metrics-row","enrollment-card","program-row","capacity-row","faculty-risk-row","budget-housing-row","events-giving-row","actions-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["page-title","page-status"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"CardHeader","props":{"title":"University Administrator Overview","subtitle":"Fall 2026 institutional performance, student success, and operations"},"children":[]}}
+{"op":"add","path":"/elements/page-status","value":{"type":"Badge","props":{"text":"Updated Aug 18, 2026","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/department-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["department-control","department-focus"]}}
+{"op":"add","path":"/elements/department-control","value":{"type":"FormControl","props":{"label":"Focus department","input":"department-select","hint":"Filters the administrative focus for this overview."},"children":[]}}
+{"op":"add","path":"/elements/department-select","value":{"type":"Select","props":{"name":"department","items":["department-all","department-arts","department-business","department-engineering","department-health","department-sciences"],"value":{"$bindState":"/selectedDepartment"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/department-all","value":{"type":"SelectItem","props":{"value":"All departments","label":"All departments"},"children":[]}}
+{"op":"add","path":"/elements/department-arts","value":{"type":"SelectItem","props":{"value":"Arts & Humanities","label":"Arts & Humanities"},"children":[]}}
+{"op":"add","path":"/elements/department-business","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/department-engineering","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/department-health","value":{"type":"SelectItem","props":{"value":"Health Sciences","label":"Health Sciences"},"children":[]}}
+{"op":"add","path":"/elements/department-sciences","value":{"type":"SelectItem","props":{"value":"Natural Sciences","label":"Natural Sciences"},"children":[]}}
+{"op":"add","path":"/elements/department-focus","value":{"type":"Callout","props":{"variant":"info","title":"Current focus","description":{"$template":"Showing institutional context with emphasis on ${/selectedDepartment}."}},"children":[]}}
+{"op":"add","path":"/state/selectedDepartment","value":"All departments"}
+{"op":"add","path":"/elements/semester-comparison","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["semester-heading","semester-table"]}}
+{"op":"add","path":"/elements/semester-heading","value":{"type":"Heading","props":{"text":"This Semester vs. Last Semester","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/semester-table","value":{"type":"Table","props":{"columns":["semester-metric-col","semester-current-col","semester-last-col","semester-change-col"]},"children":[]}}
+{"op":"add","path":"/elements/semester-metric-col","value":{"type":"Col","props":{"label":"Metric","data":{"$state":"/semesterComparison/metrics"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/semesterComparison","value":{"metrics":["Enrollment","Credit hours","Applications","Retention rate","Average class fill"]}}
+{"op":"add","path":"/elements/semester-current-col","value":{"type":"Col","props":{"label":"Fall 2026","data":{"$state":"/semesterComparison/current"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/semesterComparison/current","value":["24,860","298,450","18,420","91.8%","87%"]}
+{"op":"add","path":"/elements/semester-last-col","value":{"type":"Col","props":{"label":"Spring 2026","data":{"$state":"/semesterComparison/last"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/semesterComparison/last","value":["24,110","286,900","17,230","90.9%","84%"]}
+{"op":"add","path":"/elements/semester-change-col","value":{"type":"Col","props":{"label":"Change","data":{"$state":"/semesterComparison/change"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/semesterComparison/change","value":["+3.1%","+4.0%","+6.9%","+0.9 pts","+3 pts"]}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["enrollment-metric","acceptance-metric","tuition-metric","risk-metric"]}}
+{"op":"add","path":"/elements/enrollment-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["enrollment-label","enrollment-value","enrollment-note"]}}
+{"op":"add","path":"/elements/enrollment-label","value":{"type":"TextContent","props":{"text":"Total enrollment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/enrollment"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"enrollment":"24,860"}}
+{"op":"add","path":"/elements/enrollment-note","value":{"type":"Badge","props":{"text":{"$state":"/metrics/enrollmentChange"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/metrics/enrollmentChange","value":"+3.1% vs. last semester"}
+{"op":"add","path":"/elements/acceptance-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["acceptance-label","acceptance-value","acceptance-note"]}}
+{"op":"add","path":"/elements/acceptance-label","value":{"type":"TextContent","props":{"text":"Acceptance rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/acceptanceRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/acceptanceRate","value":"58.4%"}
+{"op":"add","path":"/elements/acceptance-note","value":{"type":"TextContent","props":{"text":"10,757 offers from 18,420 applications","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tuition-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["tuition-label","tuition-value","tuition-note"]}}
+{"op":"add","path":"/elements/tuition-label","value":{"type":"TextContent","props":{"text":"Tuition revenue this year","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tuition-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/tuitionRevenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/tuitionRevenue","value":"$286.4M"}
+{"op":"add","path":"/elements/tuition-note","value":{"type":"Badge","props":{"text":"72% of annual forecast","variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/risk-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["risk-label","risk-value","risk-note"]}}
+{"op":"add","path":"/elements/risk-label","value":{"type":"TextContent","props":{"text":"Students at academic risk","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/atRisk"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/atRisk","value":"684"}
+{"op":"add","path":"/elements/risk-note","value":{"type":"Badge","props":{"text":"126 require immediate outreach","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-heading","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-heading","value":{"type":"CardHeader","props":{"title":"Five-Year Enrollment Movement","subtitle":"Headcount grew 10.8% from 2022 to 2026."},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/enrollmentTrend/years"},"series":["enrollment-series"],"variant":"natural","xLabel":"Academic year","yLabel":"Students"},"children":[]}}
+{"op":"add","path":"/state/enrollmentTrend","value":{"years":["2022","2023","2024","2025","2026"]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Total enrollment","values":{"$state":"/enrollmentTrend/values"}},"children":[]}}
+{"op":"add","path":"/state/enrollmentTrend/values","value":[22440,23180,23760,24110,24860]}
+{"op":"add","path":"/elements/program-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["applications-card","waitlist-card"]}}
+{"op":"add","path":"/elements/applications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["applications-heading","applications-chart"]}}
+{"op":"add","path":"/elements/applications-heading","value":{"type":"CardHeader","props":{"title":"Applications by Program","subtitle":"Current admissions cycle"},"children":[]}}
+{"op":"add","path":"/elements/applications-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/programDemand/programs"},"series":["applications-series"],"variant":"grouped","xLabel":"Applications","yLabel":"Program"},"children":[]}}
+{"op":"add","path":"/state/programDemand","value":{"programs":["Computer Science","Business Administration","Nursing","Psychology","Biology","Mechanical Engineering"]}}
+{"op":"add","path":"/elements/applications-series","value":{"type":"Series","props":{"category":"Applications","values":{"$state":"/programDemand/applications"}},"children":[]}}
+{"op":"add","path":"/state/programDemand/applications","value":[3820,3460,2980,2740,2260,1980]}
+{"op":"add","path":"/elements/waitlist-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["waitlist-heading","waitlist-chart"]}}
+{"op":"add","path":"/elements/waitlist-heading","value":{"type":"CardHeader","props":{"title":"Waitlisted Students per Program","subtitle":"Programs requiring enrollment decisions"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-chart","value":{"type":"HorizontalBarChart","props":{"labels":{"$state":"/programDemand/programs"},"series":["waitlist-series"],"variant":"grouped","xLabel":"Students","yLabel":"Program"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-series","value":{"type":"Series","props":{"category":"Waitlisted","values":{"$state":"/programDemand/waitlisted"}},"children":[]}}
+{"op":"add","path":"/state/programDemand/waitlisted","value":[214,168,246,92,74,131]}
+{"op":"add","path":"/elements/capacity-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["course-fill-card","housing-card"]}}
+{"op":"add","path":"/elements/course-fill-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-fill-heading","course-fill-list"]}}
+{"op":"add","path":"/elements/course-fill-heading","value":{"type":"CardHeader","props":{"title":"Course Offering Capacity","subtitle":"Enrollment as a share of available seats"},"children":[]}}
+{"op":"add","path":"/elements/course-fill-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/courseOfferings","key":"id"},"children":["course-fill-item"]}}
+{"op":"add","path":"/elements/course-fill-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["course-fill-name","course-fill-progress"]}}
+{"op":"add","path":"/elements/course-fill-name","value":{"type":"TextContent","props":{"text":{"$template":"${code} · ${title} — ${enrolled}/${capacity} seats"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/course-fill-progress","value":{"type":"Progress","props":{"value":{"$item":"fill"},"label":{"$template":"${fill}% full"}},"children":[]}}
+{"op":"add","path":"/state/courseOfferings","value":[]}
+{"op":"add","path":"/state/courseOfferings/0","value":{"id":"c1","code":"CS 301","title":"Algorithms","enrolled":118,"capacity":120,"fill":98}}
+{"op":"add","path":"/state/courseOfferings/1","value":{"id":"c2","code":"BIO 214","title":"Genetics","enrolled":84,"capacity":96,"fill":88}}
+{"op":"add","path":"/state/courseOfferings/2","value":{"id":"c3","code":"BUS 410","title":"Strategic Management","enrolled":71,"capacity":80,"fill":89}}
+{"op":"add","path":"/state/courseOfferings/3","value":{"id":"c4","code":"HIST 205","title":"Modern Europe","enrolled":42,"capacity":65,"fill":65}}
+{"op":"add","path":"/state/courseOfferings/4","value":{"id":"c5","code":"NURS 330","title":"Clinical Practice III","enrolled":47,"capacity":48,"fill":98}}
+{"op":"add","path":"/elements/housing-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["housing-heading","housing-overall","housing-chart"]}}
+{"op":"add","path":"/elements/housing-heading","value":{"type":"CardHeader","props":{"title":"Housing Occupancy","subtitle":"Residence hall utilization"},"children":[]}}
+{"op":"add","path":"/elements/housing-overall","value":{"type":"Progress","props":{"value":{"$state":"/housing/overall"},"label":"Overall occupancy · 94%"},"children":[]}}
+{"op":"add","path":"/state/housing","value":{"overall":94}}
+{"op":"add","path":"/elements/housing-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/housing/halls"},"series":["housing-series"],"variant":"grouped","xLabel":"Residence hall","yLabel":"Occupancy %"},"children":[]}}
+{"op":"add","path":"/state/housing/halls","value":["North Hall","Riverside","Oak Commons","Graduate House"]}
+{"op":"add","path":"/elements/housing-series","value":{"type":"Series","props":{"category":"Occupancy %","values":{"$state":"/housing/rates"}},"children":[]}}
+{"op":"add","path":"/state/housing/rates","value":[98,96,93,87]}
+{"op":"add","path":"/elements/faculty-risk-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["faculty-load-card","risk-students-card"]}}
+{"op":"add","path":"/elements/faculty-load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["faculty-heading","faculty-table"]}}
+{"op":"add","path":"/elements/faculty-heading","value":{"type":"CardHeader","props":{"title":"Teaching Load by Faculty Member","subtitle":"Assigned sections and weekly contact hours"},"children":[]}}
+{"op":"add","path":"/elements/faculty-table","value":{"type":"Table","props":{"columns":["faculty-name-col","faculty-dept-col","faculty-sections-col","faculty-hours-col"]},"children":[]}}
+{"op":"add","path":"/elements/faculty-name-col","value":{"type":"Col","props":{"label":"Faculty","data":{"$state":"/facultyLoad/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/facultyLoad","value":{"names":["Dr. Maya Chen","Prof. Daniel Brooks","Dr. Amina Patel","Prof. Elena García","Dr. Samuel Okafor"]}}
+{"op":"add","path":"/elements/faculty-dept-col","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/facultyLoad/departments"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/facultyLoad/departments","value":["Computer Science","Business","Nursing","History","Biology"]}
+{"op":"add","path":"/elements/faculty-sections-col","value":{"type":"Col","props":{"label":"Sections","data":{"$state":"/facultyLoad/sections"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/facultyLoad/sections","value":[4,3,5,3,4]}
+{"op":"add","path":"/elements/faculty-hours-col","value":{"type":"Col","props":{"label":"Contact hrs/wk","data":{"$state":"/facultyLoad/hours"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/facultyLoad/hours","value":[12,9,18,9,14]}
+{"op":"add","path":"/elements/risk-students-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-students-heading","risk-students-table"]}}
+{"op":"add","path":"/elements/risk-students-heading","value":{"type":"CardHeader","props":{"title":"Students at Academic Risk","subtitle":"Priority cases for coordinated outreach"},"children":[]}}
+{"op":"add","path":"/elements/risk-students-table","value":{"type":"Table","props":{"columns":["risk-name-col","risk-program-col","risk-factor-col","risk-advisor-col"]},"children":[]}}
+{"op":"add","path":"/elements/risk-name-col","value":{"type":"Col","props":{"label":"Student","data":{"$state":"/riskStudents/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskStudents","value":{"names":["Jordan Lee","Priya Shah","Marcus Green","Sofia Alvarez","Noah Williams"]}}
+{"op":"add","path":"/elements/risk-program-col","value":{"type":"Col","props":{"label":"Program","data":{"$state":"/riskStudents/programs"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskStudents/programs","value":["Computer Science","Nursing","Business Administration","Biology","Psychology"]}
+{"op":"add","path":"/elements/risk-factor-col","value":{"type":"Col","props":{"label":"Primary risk","data":{"$state":"/riskStudents/factors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskStudents/factors","value":["GPA below 2.0","Clinical attendance","Low course engagement","Multiple D/F grades","Financial hold"]}
+{"op":"add","path":"/elements/risk-advisor-col","value":{"type":"Col","props":{"label":"Advisor status","data":{"$state":"/riskStudents/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/riskStudents/statuses","value":["Meeting scheduled","Urgent outreach","Contacted","Plan in progress","Referral pending"]}
+{"op":"add","path":"/elements/budget-housing-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["scholarship-card","acceptance-detail-card"]}}
+{"op":"add","path":"/elements/scholarship-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["scholarship-heading","scholarship-progress","scholarship-detail"]}}
+{"op":"add","path":"/elements/scholarship-heading","value":{"type":"CardHeader","props":{"title":"Scholarship Budget","subtitle":"Awarded against the annual allocation"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":{"$state":"/scholarship/percentUsed"},"label":"78% used"},"children":[]}}
+{"op":"add","path":"/state/scholarship","value":{"percentUsed":78}}
+{"op":"add","path":"/elements/scholarship-detail","value":{"type":"TextContent","props":{"text":{"$template":"**${/scholarship/used} awarded** of ${/scholarship/total} total · ${/scholarship/remaining} remaining"}},"children":[]}}
+{"op":"add","path":"/state/scholarship/used","value":"$24.9M"}
+{"op":"add","path":"/state/scholarship/total","value":"$32.0M"}
+{"op":"add","path":"/state/scholarship/remaining","value":"$7.1M"}
+{"op":"add","path":"/elements/acceptance-detail-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["acceptance-detail-heading","acceptance-progress","acceptance-detail-text"]}}
+{"op":"add","path":"/elements/acceptance-detail-heading","value":{"type":"CardHeader","props":{"title":"Admissions Conversion","subtitle":"Institution-wide acceptance performance"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-progress","value":{"type":"Progress","props":{"value":58.4,"label":"58.4% acceptance rate"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-detail-text","value":{"type":"TextContent","props":{"text":"Offer volume is **4.2% above plan** while admitted-student deposits are tracking at **31.6%**."},"children":[]}}
+{"op":"add","path":"/elements/events-giving-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["events-card","giving-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-heading","events-list"]}}
+{"op":"add","path":"/elements/events-heading","value":{"type":"CardHeader","props":{"title":"Campus Events This Month","subtitle":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campusEvents","key":"id"},"children":["event-item"]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["event-title","event-detail"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-detail","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${time} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/campusEvents","value":[]}
+{"op":"add","path":"/state/campusEvents/0","value":{"id":"e1","title":"New Faculty Welcome","date":"Aug 20","time":"9:00 AM","location":"University Center"}}
+{"op":"add","path":"/state/campusEvents/1","value":{"id":"e2","title":"Fall Convocation","date":"Aug 24","time":"10:30 AM","location":"Founders Auditorium"}}
+{"op":"add","path":"/state/campusEvents/2","value":{"id":"e3","title":"Student Organization Fair","date":"Aug 26","time":"2:00 PM","location":"Campus Green"}}
+{"op":"add","path":"/state/campusEvents/3","value":{"id":"e4","title":"Alumni Leadership Reception","date":"Aug 28","time":"6:00 PM","location":"Heritage Hall"}}
+{"op":"add","path":"/elements/giving-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["giving-heading","giving-chart"]}}
+{"op":"add","path":"/elements/giving-heading","value":{"type":"CardHeader","props":{"title":"Alumni Giving — Four-Year Trend","subtitle":"Annual gifts received in millions"},"children":[]}}
+{"op":"add","path":"/elements/giving-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/alumniGiving/years"},"series":["giving-series"],"variant":"natural","xLabel":"Fiscal year","yLabel":"Millions ($)"},"children":[]}}
+{"op":"add","path":"/state/alumniGiving","value":{"years":["FY2023","FY2024","FY2025","FY2026"]}}
+{"op":"add","path":"/elements/giving-series","value":{"type":"Series","props":{"category":"Alumni giving ($M)","values":{"$state":"/alumniGiving/values"}},"children":[]}}
+{"op":"add","path":"/state/alumniGiving/values","value":[18.6,21.4,24.8,27.9]}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["approve-course-dialog","message-group-drawer"]}}
+{"op":"add","path":"/elements/approve-course-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Approve a New Course","title":"Review New Course Proposal","description":"Confirm the academic and resource details before approval.","content":["course-proposal-summary","course-approval-buttons"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/course-proposal-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["course-proposal-title","course-proposal-details","course-proposal-alert"]}}
+{"op":"add","path":"/elements/course-proposal-title","value":{"type":"Heading","props":{"text":"DATA 425 · Responsible Artificial Intelligence","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/course-proposal-details","value":{"type":"TextContent","props":{"text":"**Department:** Computer Science  \n**Credits:** 3  \n**Proposed term:** Spring 2027  \n**Instructor:** Dr. Maya Chen  \n**Projected enrollment:** 40 students"},"children":[]}}
+{"op":"add","path":"/elements/course-proposal-alert","value":{"type":"Alert","props":{"title":"Ready for decision","description":"Curriculum committee and budget office reviews are complete.","variant":"success"},"children":[]}}
+{"op":"add","path":"/elements/course-approval-buttons","value":{"type":"Buttons","props":{"buttons":["approve-course-button","return-course-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/approve-course-button","value":{"type":"Button","props":{"label":"Approve Course","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApprovalStatus","value":"Approved"}}},"children":[]}}
+{"op":"add","path":"/state/courseApprovalStatus","value":"Pending"}
+{"op":"add","path":"/elements/return-course-button","value":{"type":"Button","props":{"label":"Return for Revision","variant":"secondary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApprovalStatus","value":"Revision requested"}}},"children":[]}}
+{"op":"add","path":"/elements/message-group-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Message a Student Group","title":"Send Group Message","description":"Compose an announcement for a selected student audience.","content":["message-form","message-status"]},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"student-group-message","fields":["audience-control","subject-control","message-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/audience-control","value":{"type":"FormControl","props":{"label":"Student group","input":"audience-select","hint":"Choose the audience for this message."},"children":[]}}
+{"op":"add","path":"/elements/audience-select","value":{"type":"Select","props":{"name":"audience","items":["audience-risk","audience-waitlist","audience-first-year","audience-graduating","audience-residents"],"placeholder":"Select a group","value":{"$bindState":"/message/audience"},"size":"medium"},"children":[]}}
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+{"op":"add","path":"/elements/audience-waitlist","value":{"type":"SelectItem","props":{"value":"Waitlisted students","label":"Waitlisted students"},"children":[]}}
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+{"op":"add","path":"/elements/audience-residents","value":{"type":"SelectItem","props":{"value":"Campus residents","label":"Campus residents"},"children":[]}}
+{"op":"add","path":"/state/message","value":{"audience":"Students at academic risk"}}
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+{"op":"add","path":"/elements/subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"Enter a clear subject line","type":"text","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message/subject","value":"Academic support resources available this week"}
+{"op":"add","path":"/elements/message-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-input","hint":"Messages are delivered through email and the student portal."},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Write your message","rows":6,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/state/message/body","value":"Our academic support team is available to help you develop a plan for a successful semester. Please use the student portal to schedule an advising appointment or tutoring session."}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button","validate-message-button"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/message/sent","value":false}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..6200d1355
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r3.txt
@@ -0,0 +1,137 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..2f151e4f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/jsonrender__b5-university__r4.txt
@@ -0,0 +1,141 @@
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+{"op":"add","path":"/state/selectedDepartment","value":"all"}
+{"op":"add","path":"/elements/department-control","value":{"type":"FormControl","props":{"label":"Focus department","input":"department-select","hint":"Filters the administrative focus for this overview."},"children":[]}}
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+{"op":"add","path":"/elements/enrollment-change","value":{"type":"Badge","props":{"text":"+8.9% over five years","variant":"secondary"},"children":[]}}
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+{"op":"add","path":"/elements/action-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["waitlist-card","approve-card","message-card"]}}
+{"op":"add","path":"/elements/footer-note","value":{"type":"TextContent","props":{"text":"Data refreshed August 18, 2026 · Institutional Research & Planning","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["header","summary-row","admissions-row","academic-row","student-success-row","community-row","action-row","footer-note"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..a11020c01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, status, amount, dueDate, actions], "card", "column", "l")
+header = CardHeader("Invoice #INV-2026-0818", "Freelance services for August 2026")
+status = Badge("Payment due", "secondary")
+amount = TextContent("**$2,450.00 USD**\n\nAmount due", "large-heavy")
+dueDate = Callout("info", "Due August 31, 2026", "Please pay by the due date to keep the invoice current.")
+actions = Buttons([payButton])
+payButton = Button("Pay $2,450.00 USD now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..933b85fe1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r2.txt
@@ -0,0 +1,13 @@
+root = Card([header, status, summary, dueAlert, payActions], "card", "column", "l")
+header = CardHeader("Invoice #INV-2026-0818", "Freelance services · Issued to Acme Studio")
+status = Badge("Payment due", "secondary")
+summary = Card([amountSection, dueSection], "sunk", "row", "xl", "start", "between", true)
+amountSection = Card([amountLabel, amountValue], "clear", "column", "xs")
+amountLabel = TextContent("Amount due", "small-heavy")
+amountValue = Heading("$2,450.00 USD", "h1")
+dueSection = Card([dueLabel, dueValue], "clear", "column", "xs")
+dueLabel = TextContent("Due date", "small-heavy")
+dueValue = Heading("August 31, 2026", "h3")
+dueAlert = Alert("Payment requested", "Please pay by August 31, 2026 to keep this invoice current.", "info")
+payActions = Buttons([payButton])
+payButton = Button("Pay $2,450.00 USD now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..c19c43194
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r3.txt
@@ -0,0 +1,7 @@
+root = Card([header, status, amount, dueDate, actions], "card", "column", "l")
+header = CardHeader("Invoice #INV-2026-0818", "Freelance services for Acme Studio")
+status = Badge("Payment due", "outline")
+amount = TextContent("$2,450.00 USD", "large-heavy")
+dueDate = Callout("info", "Due August 31, 2026", "Please pay by the due date to keep the invoice in good standing.")
+actions = Buttons([payButton])
+payButton = Button("Pay $2,450.00 now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..7e1d2f3b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-invoice__r4.txt
@@ -0,0 +1,9 @@
+root = Card([header, status, summary, dueAlert, payActions], "card", "column", "l")
+header = CardHeader("Invoice #INV-2026-0818", "Freelance services for August 2026")
+status = Badge("Payment due", "secondary")
+summary = Table([detailColumn, valueColumn])
+detailColumn = Col("Invoice detail", ["Amount due", "Currency", "Due date"])
+valueColumn = Col("Value", ["2,450.00", "USD", "August 31, 2026"])
+dueAlert = Alert("Amount due: $2,450.00 USD", "Please pay by August 31, 2026.", "info")
+payActions = Buttons([payButton])
+payButton = Button("Pay $2,450.00 USD now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..16c181659
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, meeting, attendeesTitle, attendees, joinActions], "card", "column", "m")
+header = CardHeader("Up next", "Your next calendar event")
+meeting = Card([meetingTitle, meetingTime], "sunk", "column", "xs")
+meetingTitle = Heading("Product roadmap sync", "h2")
+meetingTime = TextContent("Today at 2:00 PM", "large-heavy")
+attendeesTitle = Heading("Attending", "h3")
+attendees = ListBlock([attendeeOne, attendeeTwo, attendeeThree], "image")
+attendeeOne = ListItem("Maya Chen", "Product · Accepted", ["https://i.pravatar.cc/160?img=47"])
+attendeeTwo = ListItem("Noah Williams", "Engineering · Accepted", ["https://i.pravatar.cc/160?img=12"])
+attendeeThree = ListItem("Sofia Patel", "Design · Accepted", ["https://i.pravatar.cc/160?img=32"])
+joinActions = Buttons([joinButton])
+joinButton = Button("Join video call", ["https://meet.google.com/"], "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..2f8e3a6d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, meeting, attendeesTitle, attendees, actions], "card", "column", "m")
+header = CardHeader("Up next", "Your next calendar event")
+meeting = Card([meetingTitle, startTime], "sunk", "column", "xs")
+meetingTitle = Heading("Product roadmap sync", "h2")
+startTime = TextContent("Today at 2:30 PM · Starts in 25 minutes", "large-heavy")
+attendeesTitle = Heading("Attending", "h3")
+attendees = ListBlock([attendeeOne, attendeeTwo, attendeeThree], "image")
+attendeeOne = ListItem("Maya Chen", "Organizer · Accepted", ["https://picsum.photos/seed/maya-chen/96/96"])
+attendeeTwo = ListItem("Alex Morgan", "Accepted", ["https://picsum.photos/seed/alex-morgan/96/96"])
+attendeeThree = ListItem("Jordan Lee", "Tentative", ["https://picsum.photos/seed/jordan-lee/96/96"])
+actions = Buttons([joinButton])
+joinButton = Button("Join video call", ["https://meet.google.com/abc-defg-hij"], "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..db6b1217f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r3.txt
@@ -0,0 +1,7 @@
+root = Card([header, meeting, attendeesTitle, attendees, actions], "card", "column", "m")
+header = CardHeader("Up next", "Your next calendar event")
+meeting = Callout("info", "Product roadmap sync", "Starts today at 2:30 PM")
+attendeesTitle = Heading("Attending", "h3")
+attendees = TagBlock(["Maya Chen", "Jordan Lee", "Sam Rivera", "You"])
+actions = Buttons([joinButton])
+joinButton = Button("Join video call", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..e283ca03a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-meeting__r4.txt
@@ -0,0 +1,7 @@
+root = Card([header, meeting, attendeesTitle, attendees, actions], "card", "column", "m")
+header = CardHeader("Up next", "Your next calendar event")
+meeting = Callout("info", "Weekly product sync", "Starts today at 10:30 AM")
+attendeesTitle = Heading("Attending", "h3")
+attendees = TagBlock(["Maya Chen", "Liam Patel", "Sofia Rodriguez", "You"])
+actions = Buttons([joinButton])
+joinButton = Button("Join video call", ["https://meet.google.com/"], "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..7c8899750
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("The Weekly Product Brief", "One thoughtful email, every week.")
+benefit = TextContent("Get practical product insights, emerging trends, and useful tools curated for busy builders.")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam—unsubscribe anytime.")
+emailInput = Input("email", "you@company.com", "email", ["required"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..9f89ee68a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r2.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Get the weekly product newsletter", "One useful email, delivered every week.")
+benefit = TextContent("Subscribers get concise product updates, practical tips, and a curated roundup of what’s worth knowing.")
+signupForm = Form("newsletter-signup", signupButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam—unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+signupButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..215f268a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Weekly product newsletter", "One useful update, delivered every week.")
+benefit = TextContent("Get concise product news, practical tips, and noteworthy releases in your inbox each week.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam—unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..c9dfd185a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-newsletter__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Get the weekly product newsletter", "One useful update, delivered every week.")
+benefit = TextContent("Subscribers get practical product insights, curated trends, and actionable tips in one concise weekly email.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "No spam. Unsubscribe anytime.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-order__r1.txt
new file mode 100644
index 000000000..8d4609fcd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-order__r1.txt
@@ -0,0 +1,28 @@
+root = Card([header, status, locationCard, deliveryCard, progress, reportDialog], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #PKG-482917")
+status = Badge("In transit", "secondary")
+locationCard = Card([locationHeading, locationText, updateText], "sunk", "column", "s")
+locationHeading = Heading("Current location", "h2")
+locationText = TextContent("Your package is at the Northside Distribution Center in Chicago, IL.", "large-heavy")
+updateText = TextContent("Last updated today at 8:42 AM", "small")
+deliveryCard = Card([deliveryHeading, deliveryDate, deliveryWindow], "sunk", "column", "s")
+deliveryHeading = Heading("Estimated delivery", "h2")
+deliveryDate = TextContent("Wednesday, August 19, 2026", "large-heavy")
+deliveryWindow = TextContent("Expected between 1:00 PM and 5:00 PM", "default")
+progress = Progress(72, "Delivery progress")
+reportDialog = DialogBlock("Report a delivery problem", "Report a problem", "Tell us what went wrong so the delivery team can help.", [problemForm], "destructive")
+problemForm = Form("delivery-problem", problemButtons, [problemField, detailsField, contactField])
+problemField = FormControl("What happened?", problemSelect)
+problemSelect = Select("problem_type", [lateOption, damagedOption, missingOption, addressOption, otherOption], "Choose a problem")
+lateOption = SelectItem("late", "Package is late")
+damagedOption = SelectItem("damaged", "Package arrived damaged")
+missingOption = SelectItem("missing", "Marked delivered but not received")
+addressOption = SelectItem("address", "Delivery address issue")
+otherOption = SelectItem("other", "Other problem")
+detailsField = FormControl("Details", detailsInput, "Include any information that may help us investigate.")
+detailsInput = TextArea("details", "Describe the delivery problem", 4)
+contactField = FormControl("Contact email", contactInput, "We will send updates about your report.")
+contactInput = Input("email", "you@example.com", "email")
+problemButtons = Buttons([submitButton, cancelButton])
+submitButton = Button("Submit report", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-order__r2.txt
new file mode 100644
index 000000000..22bfabcbb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-order__r2.txt
@@ -0,0 +1,16 @@
+root = Card([header, status, locationCard, deliveryCard, progress, problemCallout, problemActions], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #PKG-847291")
+status = Badge("In transit", "secondary")
+locationCard = Card([locationHeading, locationText, locationUpdate], "sunk", "column", "s")
+locationHeading = Heading("Current package location", "h2")
+locationText = TextContent("Chicago Distribution Center, Chicago, IL", "large-heavy")
+locationUpdate = TextContent("Arrived at the regional facility today at 8:42 AM.", "small")
+deliveryCard = Card([deliveryHeading, deliveryDate, deliveryWindow], "sunk", "column", "s")
+deliveryHeading = Heading("Estimated delivery", "h2")
+deliveryDate = TextContent("Thursday, August 20, 2026", "large-heavy")
+deliveryWindow = TextContent("Expected between 1:00 PM and 5:00 PM.", "small")
+progress = Progress(75, "Shipment progress")
+problemCallout = Callout("info", "Need help with this delivery?", "Report a delay, missing package, damage, or another delivery issue.")
+problemActions = Buttons([reportButton, contactButton], "row")
+reportButton = Button("Report a problem", null, "primary")
+contactButton = Button("Contact support", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-order__r3.txt
new file mode 100644
index 000000000..25e00d519
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-order__r3.txt
@@ -0,0 +1,10 @@
+root = Card([header, status, location, delivery, progress, actions], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #847291")
+status = Badge("In transit", "secondary")
+location = Callout("info", "Package location", "Your package is at the Northside Distribution Center and is being prepared for the final delivery route.")
+delivery = Card([deliveryHeading, deliveryDate], "sunk", "column", "xs")
+deliveryHeading = Heading("Estimated delivery", "h3")
+deliveryDate = TextContent("Thursday, August 20, 2026 · by 8:00 PM", "large-heavy")
+progress = Progress(75, "Shipment progress")
+actions = Buttons([reportButton])
+reportButton = Button("Report a delivery problem", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-order__r4.txt
new file mode 100644
index 000000000..bb0827cc4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-order__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, status, location, estimate, progress, details, report])
+header = CardHeader("Track your delivery", "Order #8472-1936")
+status = Badge("In transit", "secondary")
+location = Callout("info", "Current location", "Your package is at the Northside Distribution Center and is being prepared for the final delivery route.")
+estimate = Card([estimateHeading, estimateDate], "sunk", "column", "xs")
+estimateHeading = TextContent("Estimated delivery", "small-heavy")
+estimateDate = TextContent("Thursday, August 20, 2026 by 8:00 PM", "large-heavy")
+progress = Progress(75, "Shipment progress")
+details = Steps([orderedStep, shippedStep, currentStep, deliveryStep])
+orderedStep = StepsItem("Order confirmed", "August 16 at 9:42 AM")
+shippedStep = StepsItem("Package shipped", "August 17 at 3:15 PM")
+currentStep = StepsItem("At local distribution center", "August 18 at 6:28 AM")
+deliveryStep = StepsItem("Out for delivery", "Expected August 20")
+report = DialogBlock("Report a delivery problem", "Report a problem", "Tell us what went wrong so our delivery team can help.", [problemForm], "destructive")
+problemForm = Form("delivery-problem", problemButtons, [problemTypeField, detailsField, contactField])
+problemTypeField = FormControl("Problem type", problemType, "Choose the option that best describes the issue")
+problemType = Select("problem_type", [lateOption, damagedOption, missingOption, wrongAddressOption, otherOption], "Select a problem")
+lateOption = SelectItem("late", "Delivery is late")
+damagedOption = SelectItem("damaged", "Package is damaged")
+missingOption = SelectItem("missing", "Package is marked delivered but missing")
+wrongAddressOption = SelectItem("wrong_address", "Delivery address issue")
+otherOption = SelectItem("other", "Other problem")
+detailsField = FormControl("What happened?", problemDetails)
+problemDetails = TextArea("problem_details", "Describe the delivery problem", 4)
+contactField = FormControl("Contact email", contactInput, "We will send updates about your report")
+contactInput = Input("contact_email", "you@example.com", "email")
+problemButtons = Buttons([submitProblem, cancelProblem])
+submitProblem = Button("Submit report", null, "primary")
+cancelProblem = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..6129989e6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, form])
+header = CardHeader("Team lunch poll", "Where should we go for lunch on Friday?")
+form = Form("lunch-poll", voteButtons, [restaurantField])
+restaurantField = FormControl("Choose one restaurant", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [optionOne, optionTwo, optionThree])
+optionOne = RadioItem("Green Garden Bistro", "Seasonal salads, sandwiches, and vegetarian options", "green-garden")
+optionTwo = RadioItem("Casa Luna", "Tacos, burritos, and Mexican street food", "casa-luna")
+optionThree = RadioItem("Sakura Kitchen", "Sushi, ramen, and rice bowls", "sakura-kitchen")
+voteButtons = Buttons([voteButton])
+voteButton = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..27286e8f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r2.txt
@@ -0,0 +1,10 @@
+root = Card([header, form])
+header = CardHeader("Team lunch poll", "Where should we go for lunch on Friday?")
+form = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Choose one restaurant", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [optionOne, optionTwo, optionThree])
+optionOne = RadioItem("Green Garden Bistro", "Fresh salads, sandwiches, and vegetarian options", "green-garden")
+optionTwo = RadioItem("Taco Junction", "Tacos, burritos, and bowls", "taco-junction")
+optionThree = RadioItem("Sakura Kitchen", "Sushi, ramen, and rice bowls", "sakura-kitchen")
+formButtons = Buttons([voteButton])
+voteButton = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..b1437a0b9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r3.txt
@@ -0,0 +1,10 @@
+root = Card([header, form])
+header = CardHeader("Team lunch poll", "Where should we go for lunch on Friday?")
+form = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Choose one restaurant", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [optionOne, optionTwo, optionThree])
+optionOne = RadioItem("Saffron Table", "Indian curries, biryani, and vegetarian options", "saffron-table")
+optionTwo = RadioItem("Green Fork", "Salads, grain bowls, and sandwiches", "green-fork")
+optionThree = RadioItem("Casa Luna", "Tacos, burritos, and Mexican plates", "casa-luna")
+formButtons = Buttons([voteButton])
+voteButton = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..5aed31413
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-poll__r4.txt
@@ -0,0 +1,10 @@
+root = Card([header, form])
+header = CardHeader("Team lunch poll", "Where should we go for lunch on Friday?")
+form = Form("lunch-poll", formButtons, [restaurantField])
+restaurantField = FormControl("Choose one restaurant", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [optionOne, optionTwo, optionThree])
+optionOne = RadioItem("Green Garden", "Fresh salads, bowls, and vegetarian options", "green-garden")
+optionTwo = RadioItem("Taco Junction", "Tacos, burritos, and quick lunch specials", "taco-junction")
+optionThree = RadioItem("Pasta House", "Italian pasta, pizza, and sandwiches", "pasta-house")
+formButtons = Buttons([voteButton])
+voteButton = Button("Submit vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..dd44a7797
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r1.txt
@@ -0,0 +1,10 @@
+root = Card([profile, bio, messageForm], "card", "column", "l")
+profile = CardHeader("Maya Chen", "Senior Product Designer")
+bio = TextContent("Maya leads product design for the company’s collaboration tools. She enjoys turning complex workflows into simple, accessible experiences and mentoring designers across the organization.")
+messageForm = Form("message-maya-chen", messageButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What would you like to discuss?", "text")
+messageField = FormControl("Message", messageInput, "Your message will be sent directly to Maya.")
+messageInput = TextArea("message", "Write your message…", 5)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..9ace27599
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r2.txt
@@ -0,0 +1,11 @@
+root = Card([profile, role, bio, messageForm], "card", "column", "l")
+profile = Card([avatar, name], "clear", "row", "m", "center")
+avatar = Avatar("https://picsum.photos/seed/maya-chen/200/200", "Maya Chen", "MC")
+name = Heading("Maya Chen", "h1")
+role = Badge("Senior Product Designer", "secondary")
+bio = TextContent("Maya leads product design for the collaboration platform. She focuses on making complex workflows clear, inclusive, and enjoyable, and mentors designers across the company.")
+messageForm = Form("send-message", messageButtons, [messageField])
+messageField = FormControl("Send Maya a message", messageInput, "Your message will be delivered through the company directory.")
+messageInput = TextArea("message", "Write your message…", 5)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..01cf182dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r3.txt
@@ -0,0 +1,10 @@
+root = Card([profile, bio, messageForm], "card", "column", "l")
+profile = CardHeader("Maya Chen", "Senior Product Designer")
+bio = TextContent("Maya leads product design for the collaboration platform, focusing on accessible, intuitive experiences. She enjoys mentoring designers and partnering with teams to turn complex workflows into simple tools.")
+messageForm = Form("message-maya-chen", messageButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What would you like to discuss?", "text")
+messageField = FormControl("Message", messageInput, "Your message will be sent directly to Maya.")
+messageInput = TextArea("message", "Write your message…", 6)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..7c6d72b54
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-profile__r4.txt
@@ -0,0 +1,10 @@
+root = Card([profile, bio, messageForm], "card", "column", "l")
+profile = CardHeader("Maya Chen", "Senior Product Designer")
+bio = TextContent("Maya leads product design for the collaboration platform, translating customer needs into thoughtful, accessible experiences. She enjoys mentoring designers and partnering across product, engineering, and research.")
+messageForm = Form("message-maya-chen", messageButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "What would you like to discuss?", "text")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message", "Write your message to Maya...", 6)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..5209e4af6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r1.txt
@@ -0,0 +1,11 @@
+root = Card([header, metrics, comparison, context], "card", "column", "l")
+header = CardHeader("Mid-morning sales check-in", "Revenue so far today")
+metrics = Card([todayMetric, yesterdayMetric], "sunk", "row", "l", "stretch", "between", true)
+todayMetric = Card([todayLabel, todayValue], "clear", "column", "xs")
+todayLabel = TextContent("Today so far", "small")
+todayValue = TextContent("$3,842", "large-heavy")
+yesterdayMetric = Card([yesterdayLabel, yesterdayValue], "clear", "column", "xs")
+yesterdayLabel = TextContent("Same time yesterday", "small")
+yesterdayValue = TextContent("$3,410", "large-heavy")
+comparison = Callout("success", "Up 12.7% vs yesterday", "Revenue is $432 ahead of the same point yesterday.")
+context = TextContent("Updated at 10:30 AM", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..3ea4267f6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r2.txt
@@ -0,0 +1,5 @@
+root = Card([header, revenue, comparison, status], "card", "column", "m")
+header = CardHeader("Mid-morning check-in", "Revenue as of 10:30 AM")
+revenue = TextContent("$2,840", "large-heavy")
+comparison = TextContent("Yesterday at 10:30 AM: $2,560")
+status = Callout("success", "Up 10.9%", "Revenue is $280 ahead of the same time yesterday.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..53c9c990b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r3.txt
@@ -0,0 +1,7 @@
+root = Card([header, metrics, comparison, status], "card", "column", "m")
+header = CardHeader("Mid-morning shop check-in", "Revenue so far today")
+metrics = Card([todayMetric, yesterdayMetric], "sunk", "row", "l", "center", "between", true)
+todayMetric = TextContent("**$1,842**\nToday so far", "large-heavy")
+yesterdayMetric = TextContent("**$1,650**\nSame time yesterday", "large")
+comparison = Progress(112, "112% of yesterday's same-time revenue")
+status = Callout("success", "Up $192", "Revenue is 11.6% higher than at the same time yesterday.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..14bb026c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-revenue__r4.txt
@@ -0,0 +1,5 @@
+root = Card([header, revenue, comparison, status], "card", "column", "m")
+header = CardHeader("Mid-morning check-in", "Sales performance so far today")
+revenue = TextContent("$3,842", "large-heavy")
+comparison = TextContent("Yesterday at this time: $3,510")
+status = Callout("success", "Up 9.5%", "Revenue is $332 ahead of the same time yesterday.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-task__r1.txt
new file mode 100644
index 000000000..536d3d048
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-task__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, task, deadline, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your single most urgent task")
+task = Heading("Submit quarterly tax return", "h2")
+deadline = Alert("Deadline: Today at 5:00 PM", "Complete and submit the return before the filing window closes.", "warning")
+status = Badge("In progress", "secondary")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-task__r2.txt
new file mode 100644
index 000000000..23c665fc7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-task__r2.txt
@@ -0,0 +1,7 @@
+root = Card([header, task, status, deadline, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your single most urgent task")
+task = Heading("Submit quarterly tax return", "h2")
+status = Badge("In progress", "secondary")
+deadline = Alert("Deadline: Today at 5:00 PM", "Complete and submit the return before the filing window closes.", "warning")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-task__r3.txt
new file mode 100644
index 000000000..59bd7b54b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-task__r3.txt
@@ -0,0 +1,6 @@
+root = Card([header, task, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your single most urgent task")
+task = Callout("warning", "Submit quarterly tax return", "Deadline: Today at 5:00 PM")
+status = Badge("In progress", "secondary")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-task__r4.txt
new file mode 100644
index 000000000..48261075a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-task__r4.txt
@@ -0,0 +1,7 @@
+root = Card([header, task, deadline, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your single most urgent task")
+task = Heading("Submit quarterly tax return", "h1")
+deadline = Alert("Deadline: Today at 5:00 PM", "Complete and submit the return before the filing window closes.", "warning")
+status = Badge("In progress", "secondary")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..9f73e7af6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, statusRow, incident])
+header = CardHeader("Platform Status", "Current service health and recent incidents")
+statusRow = Card([apiLabel, uptime, operational], "sunk", "row", "m", "center", "between", true)
+apiLabel = TextContent("API uptime this month", "large-heavy")
+uptime = TextContent("99.98%", "large-heavy")
+operational = Badge("Operational", "secondary")
+incident = Alert("Most recent incident resolved", "Elevated API latency affected some requests. Service was fully restored on August 14, 2026 at 16:42 UTC.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..ba9f21c06
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r2.txt
@@ -0,0 +1,5 @@
+root = Card([header, status, uptime, incident], "card", "column", "l")
+header = CardHeader("Platform Status", "Current service health and latest incident")
+status = Badge("API operational", "secondary")
+uptime = Progress(99.97, "API uptime this month: 99.97%")
+incident = Callout("success", "Most recent incident resolved", "Elevated API latency affected some requests. Service was fully restored on August 16, 2026 at 14:32 UTC.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..2764ecc62
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r3.txt
@@ -0,0 +1,5 @@
+root = Card([header, status, uptime, incident], "card", "column", "m")
+header = CardHeader("Platform Status", "Current service health and recent incidents")
+status = Badge("API operational", "secondary")
+uptime = Progress(99.98, "API uptime this month: 99.98%")
+incident = Alert("Most recent incident resolved", "Elevated API latency affected some requests. Service was fully restored on August 16, 2026 at 14:32 UTC.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..d8773c9d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-uptime__r4.txt
@@ -0,0 +1,5 @@
+root = Card([header, status, uptime, incident], "card", "column", "m")
+header = CardHeader("Platform Status", "Current service health")
+status = Badge("API operational", "secondary")
+uptime = Progress(99.98, "API uptime this month: 99.98%")
+incident = Alert("Most recent incident resolved", "Elevated API latency affected some requests. Resolved August 16, 2026 at 14:32 UTC.", "success")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..1c5f830d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r1.txt
@@ -0,0 +1,14 @@
+root = Card([header, current, sun, outlookHeader, outlook], "card", "column", "l")
+header = CardHeader("Good morning, Bengaluru", "Tuesday, 18 August 2026")
+current = Card([temperature, condition], "sunk", "row", "m", "center", "between")
+temperature = TextContent("23°C", "large-heavy")
+condition = TextContent("Partly cloudy · Feels like 24°C", "large")
+sun = Card([sunrise, sunset], "clear", "row", "l", "center", "between")
+sunrise = TextContent("🌅 Sunrise · 6:08 AM", "default")
+sunset = TextContent("🌇 Sunset · 6:39 PM", "default")
+outlookHeader = Heading("Next three days", "h2")
+outlook = Table([dayColumn, conditionColumn, highColumn, lowColumn])
+dayColumn = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionColumn = Col("Conditions", ["Cloudy with light showers", "Scattered thunderstorms", "Partly cloudy"])
+highColumn = Col("High", ["28°C", "27°C", "28°C"])
+lowColumn = Col("Low", ["20°C", "20°C", "19°C"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..6167bfd04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r2.txt
@@ -0,0 +1,15 @@
+root = Card([header, current, sun, outlookTitle, outlook], "card", "column", "l")
+header = CardHeader("Good morning, Bengaluru", "Weather brief")
+current = Card([temperature, condition, details], "sunk", "column", "s")
+temperature = Heading("22°C", "h1")
+condition = TextContent("Partly cloudy", "large-heavy")
+details = TextContent("Feels like 23°C · Humidity 72% · Light breeze")
+sun = Card([sunrise, sunset], "clear", "row", "l", "center", "between")
+sunrise = TextContent("🌅 Sunrise · 6:08 AM", "small-heavy")
+sunset = TextContent("🌇 Sunset · 6:37 PM", "small-heavy")
+outlookTitle = Heading("Next three days", "h2")
+outlook = Table([dayColumn, conditionsColumn, highColumn, lowColumn])
+dayColumn = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionsColumn = Col("Conditions", ["Scattered showers", "Partly cloudy", "Mostly sunny"])
+highColumn = Col("High", ["28°C", "29°C", "30°C"])
+lowColumn = Col("Low", ["20°C", "20°C", "21°C"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..5b00bf3bb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, current, sunTimes, outlookHeader, outlook], "card", "column", "l")
+header = CardHeader("Good morning, Bengaluru", "Morning weather brief")
+current = Card([temperature, condition, details], "sunk", "column", "s")
+temperature = Heading("22°C", "h1")
+condition = TextContent("Partly cloudy", "large-heavy")
+details = TextContent("Feels like 23°C · Humidity 72% · Light breeze", "default")
+sunTimes = Card([sunrise, sunset], "clear", "row", "l", "center", "between")
+sunrise = TextCallout("info", "Sunrise", "6:08 AM")
+sunset = TextCallout("warning", "Sunset", "6:37 PM")
+outlookHeader = Heading("Next three days", "h2")
+outlook = Table([dayColumn, conditionColumn, highColumn, lowColumn])
+dayColumn = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionColumn = Col("Conditions", ["Scattered showers", "Partly cloudy", "Mostly sunny"])
+highColumn = Col("High", ["28°C", "29°C", "30°C"])
+lowColumn = Col("Low", ["20°C", "20°C", "19°C"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..feb09c3cf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b1-weather__r4.txt
@@ -0,0 +1,15 @@
+root = Card([header, current, daylight, outlookHeader, outlook], "card", "column", "l")
+header = CardHeader("Good morning, Bengaluru", "Tuesday, 18 August 2026")
+current = Card([temperature, conditions, details], "sunk", "column", "s")
+temperature = Heading("22°C", "h1")
+conditions = TextContent("Partly cloudy with a light breeze", "large-heavy")
+details = TextContent("Feels like 22°C · High 28°C · Low 20°C · Humidity 72%")
+daylight = Card([sunrise, sunset], "clear", "row", "l", "center", "between")
+sunrise = TextContent("🌅 Sunrise · 6:08 AM", "large-heavy")
+sunset = TextContent("🌇 Sunset · 6:38 PM", "large-heavy")
+outlookHeader = Heading("Next three days", "h2")
+outlook = Table([dayColumn, conditionColumn, highColumn, lowColumn])
+dayColumn = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionColumn = Col("Conditions", ["Partly cloudy", "Scattered showers", "Cloudy with light rain"])
+highColumn = Col("High", ["28°C", "27°C", "26°C"])
+lowColumn = Col("Low", ["20°C", "20°C", "19°C"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..ab35a1f67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r1.txt
@@ -0,0 +1,31 @@
+root = Card([header, monthForm, overview, progress, splitHeader, splitChart, largestExpense, addExpenseDialog], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+monthForm = Form("month-view", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthPicker)
+monthPicker = DatePicker("budget_month", "single", [], ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View month", null, "secondary")
+overview = TextContent("$2,840 spent of $3,500 budget", "large-heavy")
+progress = Progress(81, "$660 remaining · 81% used")
+splitHeader = Heading("Spending by category", "h2")
+splitChart = PieChart(["Housing", "Food", "Transport", "Utilities", "Entertainment", "Other"], [1400, 520, 310, 260, 210, 140], "donut", "circular")
+largestExpense = Callout("info", "Largest expense: Rent · $1,400", "Paid August 1 · Housing · 49% of this month's spending")
+addExpenseDialog = DialogBlock("Add an expense", "Add an expense", "Record a purchase for this budget.", [expenseForm], "default")
+expenseForm = Form("add-expense", expenseButtons, [amountField, categoryField, dateField, noteField])
+amountField = FormControl("Amount", amountInput, "Enter the expense amount in USD")
+amountInput = Input("amount", "0.00", "number")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [housingOption, foodOption, transportOption, utilitiesOption, entertainmentOption, otherOption], "Choose a category")
+housingOption = SelectItem("housing", "Housing")
+foodOption = SelectItem("food", "Food")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+entertainmentOption = SelectItem("entertainment", "Entertainment")
+otherOption = SelectItem("other", "Other")
+dateField = FormControl("Date", expenseDate)
+expenseDate = DatePicker("expense_date", "single", [], ["2026-08-18"])
+noteField = FormControl("Description", noteInput)
+noteInput = Input("description", "What was this expense for?")
+expenseButtons = Buttons([saveExpenseButton, cancelExpenseButton])
+saveExpenseButton = Button("Save expense", null, "primary")
+cancelExpenseButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..e760e98e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r2.txt
@@ -0,0 +1,39 @@
+root = Card([header, monthForm, overview, progress, splitHeading, splitChart, largestExpense, addExpenseDialog], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+monthForm = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthPicker)
+monthPicker = DatePicker("budget_month", "single", [], ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View month", null, "secondary")
+overview = Card([spentCard, remainingCard], "sunk", "row", "l", "stretch", "between", true)
+spentCard = Card([spentLabel, spentValue], "clear", "column", "xs")
+spentLabel = TextContent("Spent this month", "small")
+spentValue = TextContent("$3,240 of $4,000", "large-heavy")
+remainingCard = Card([remainingLabel, remainingValue], "clear", "column", "xs")
+remainingLabel = TextContent("Remaining", "small")
+remainingValue = TextContent("$760", "large-heavy")
+progress = Progress(81, "81% of monthly budget used")
+splitHeading = Heading("Spending by category", "h2")
+splitChart = PieChart(["Housing", "Food", "Transport", "Utilities", "Entertainment", "Other"], [1450, 620, 390, 310, 270, 200], "donut", "circular")
+largestExpense = Alert("Largest expense: Rent — $1,450", "Paid August 1 • Housing • 45% of this month's spending", "info")
+addExpenseDialog = DialogBlock("Add an expense", "Add expense", "Record a new purchase for this budget.", [expenseForm], "default")
+expenseForm = Form("add-expense", expenseButtons, [amountField, categoryField, dateField, merchantField, notesField])
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("amount", "0.00", "number", ["required"])
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [housingOption, foodOption, transportOption, utilitiesOption, entertainmentOption, otherOption], "Choose a category", ["required"])
+housingOption = SelectItem("housing", "Housing")
+foodOption = SelectItem("food", "Food")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+entertainmentOption = SelectItem("entertainment", "Entertainment")
+otherOption = SelectItem("other", "Other")
+dateField = FormControl("Date", expenseDate)
+expenseDate = DatePicker("expense_date", "single", ["required"], ["2026-08-18"])
+merchantField = FormControl("Merchant or description", merchantInput)
+merchantInput = Input("merchant", "e.g. Grocery store", "text", ["required"])
+notesField = FormControl("Notes", notesInput, "Optional")
+notesInput = TextArea("notes", "Add any details", 3)
+expenseButtons = Buttons([saveExpenseButton, cancelExpenseButton])
+saveExpenseButton = Button("Save expense", null, "primary")
+cancelExpenseButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..b25442d76
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, monthForm, overview, progress, splitHeading, splitChart, largestExpense, addExpense])
+header = CardHeader("Personal budget check", "August 2026")
+monthForm = Form("month-view", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthPicker)
+monthPicker = DatePicker("budget_month", "single", [], ["2026-08-01"])
+monthButtons = Buttons([viewButton])
+viewButton = Button("View month", null, "secondary")
+overview = TextContent("$3,240 spent of $4,000 budget · $760 remaining", "large-heavy")
+progress = Progress(81, "81% of monthly budget used")
+splitHeading = Heading("Spending by category", "h2")
+splitChart = PieChart(["Housing", "Food", "Transport", "Utilities", "Entertainment", "Other"], [1500, 620, 360, 310, 260, 190], "donut", "circular")
+largestExpense = Callout("info", "Largest expense: Rent — $1,500", "Paid August 1 · Housing · 46% of this month's spending")
+addExpense = DialogBlock("Add expense", "Add an expense", "Record a new purchase for this budget.", [expenseForm], "default")
+expenseForm = Form("add-expense", expenseButtons, [descriptionField, amountField, categoryField, dateField])
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = Input("description", "e.g. Groceries")
+amountField = FormControl("Amount", amountInput, "Enter the amount in dollars")
+amountInput = Input("amount", "0.00", "number")
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [housingOption, foodOption, transportOption, utilitiesOption, entertainmentOption, otherOption], "Choose a category")
+housingOption = SelectItem("housing", "Housing")
+foodOption = SelectItem("food", "Food")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+entertainmentOption = SelectItem("entertainment", "Entertainment")
+otherOption = SelectItem("other", "Other")
+dateField = FormControl("Date", expenseDate)
+expenseDate = DatePicker("expense_date", "single")
+expenseButtons = Buttons([saveExpense, cancelExpense])
+saveExpense = Button("Save expense", null, "primary")
+cancelExpense = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..81b3108c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-budget__r4.txt
@@ -0,0 +1,31 @@
+root = Card([header, monthForm, summary, budgetProgress, categoryHeading, categoryChart, largestExpense, addExpenseDialog], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+monthForm = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthPicker)
+monthPicker = DatePicker("budget_month", "single", [], ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View month", null, "secondary")
+summary = TextContent("$3,240 spent of $4,000 budget · $760 remaining", "large-heavy")
+budgetProgress = Progress(81, "81% of monthly budget used")
+categoryHeading = Heading("Spending by category", "h2")
+categoryChart = PieChart(["Housing", "Food", "Transport", "Utilities", "Entertainment", "Other"], [1450, 620, 390, 310, 270, 200], "donut", "circular")
+largestExpense = Callout("info", "Largest expense: Rent · $1,450", "Paid August 1 · Housing")
+addExpenseDialog = DialogBlock("Add an expense", "Add an expense", "Record a new purchase for this budget.", [expenseForm], "default")
+expenseForm = Form("add-expense", expenseButtons, [descriptionField, amountField, categoryField, dateField])
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = Input("description", "e.g. Groceries", "text", ["required"])
+amountField = FormControl("Amount", amountInput, "Enter the expense in dollars")
+amountInput = Input("amount", "0.00", "number", ["required"])
+categoryField = FormControl("Category", categorySelect)
+categorySelect = Select("category", [housingOption, foodOption, transportOption, utilitiesOption, entertainmentOption, otherOption], "Choose a category", ["required"])
+housingOption = SelectItem("housing", "Housing")
+foodOption = SelectItem("food", "Food")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+entertainmentOption = SelectItem("entertainment", "Entertainment")
+otherOption = SelectItem("other", "Other")
+dateField = FormControl("Date", expenseDate)
+expenseDate = DatePicker("expense_date", "single", ["required"], ["2026-08-18"])
+expenseButtons = Buttons([saveExpenseButton, cancelExpenseButton])
+saveExpenseButton = Button("Save expense", null, "primary")
+cancelExpenseButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..394af8830
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r1.txt
@@ -0,0 +1,26 @@
+root = Card([header, special, filterForm, menuTabs, hours], "card", "column", "l")
+header = CardHeader("Juniper Café", "Fresh coffee, tea, and café favorites")
+special = Callout("success", "Today's special", "Caprese focaccia with basil pesto and a small iced tea — $12.50")
+filterForm = Form("menu-filter", filterButtons, [vegetarianField])
+vegetarianField = FormControl("Dietary filter", vegetarianCheck, "Select to show vegetarian items only")
+vegetarianCheck = CheckBoxGroup("dietary", [vegetarianOption])
+vegetarianOption = CheckBoxItem("Vegetarian only", "Hide items containing meat or fish", "vegetarian")
+filterButtons = Buttons([applyFilter, clearFilter])
+applyFilter = Button("Apply filter", null, "primary")
+clearFilter = Button("Show all", null, "secondary")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Café latte", "Cold brew", "Matcha latte", "Chai tea", "Fresh lemonade"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.75", "$5.00", "$5.25", "$5.50", "$4.75", "$4.50"])
+foodTab = TabItem("food", "Food", [foodTable, vegetarianNote])
+foodTable = Table([foodName, foodPrice, foodDiet])
+foodName = Col("Item", ["Butter croissant", "Avocado toast", "Caprese focaccia", "Mushroom melt", "Turkey club", "Chicken pesto wrap", "Berry yogurt parfait"])
+foodPrice = Col("Price", ["$4.25", "$9.50", "$10.50", "$10.75", "$12.00", "$11.50", "$7.25"])
+foodDiet = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "Vegetarian", "Contains meat", "Contains meat", "Vegetarian"])
+vegetarianNote = TextCallout("info", "Vegetarian choices", "Items marked Vegetarian contain no meat or fish. Ask our team about ingredient substitutions.")
+hours = Card([hoursHeader, hoursTable], "sunk", "column", "m")
+hoursHeader = CardHeader("Opening hours", "Kitchen closes 30 minutes before the café")
+hoursTable = Table([dayColumn, timeColumn])
+dayColumn = Col("Day", ["Monday–Friday", "Saturday", "Sunday"])
+timeColumn = Col("Hours", ["7:00 AM–6:00 PM", "8:00 AM–6:00 PM", "8:00 AM–4:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..b938cc111
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r2.txt
@@ -0,0 +1,22 @@
+root = Card([header, special, menuTabs, vegetarianControl, hours], "card", "column", "l")
+header = CardHeader("The Corner Café", "Freshly brewed drinks and café favorites")
+special = Callout("success", "Today's special · $12.50", "Roasted vegetable focaccia with basil pesto, mozzarella, and a small house salad. Vegetarian.")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+foodTab = TabItem("food", "Food", [foodTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Café latte", "Chai latte", "Iced tea"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.50", "$4.75", "$4.75", "$3.75"])
+foodTable = Table([foodName, foodPrice, foodType])
+foodName = Col("Food", ["Butter croissant", "Avocado toast", "Roasted vegetable focaccia", "Turkey club sandwich", "Tomato soup", "Blueberry muffin"])
+foodPrice = Col("Price", ["$4.00", "$9.50", "$12.50", "$11.00", "$6.50", "$4.25"])
+foodType = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "Contains meat", "Vegetarian", "Vegetarian"])
+vegetarianControl = Card([vegetarianHeading, vegetarianSwitch], "sunk", "column", "s")
+vegetarianHeading = Heading("Menu filter", "h3")
+vegetarianSwitch = SwitchGroup("menu_filter", [vegetarianItem], "clear")
+vegetarianItem = SwitchItem("Vegetarian items only", "Hide menu items containing meat", "vegetarian_only", false)
+hours = Card([hoursHeader, hoursTable], "sunk", "column", "s")
+hoursHeader = CardHeader("Opening hours", "Visit us throughout the week")
+hoursTable = Table([dayColumn, timeColumn])
+dayColumn = Col("Day", ["Monday–Friday", "Saturday", "Sunday"])
+timeColumn = Col("Hours", ["7:00 AM–6:00 PM", "8:00 AM–5:00 PM", "8:00 AM–3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..f7b870ce3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, special, menuTabs, vegetarianFilter, hours], "card", "column", "l")
+header = CardHeader("The Daily Grind Café", "Fresh coffee, comforting food, and local ingredients")
+special = Callout("success", "Today's Special · $12.50", "Roasted vegetable focaccia with basil pesto, mozzarella, and a small house salad. Vegetarian.")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Café Latte", "Chai Latte", "Cold Brew", "Hot Chocolate", "House Iced Tea"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.50", "$4.75", "$4.75", "$4.50", "$4.25", "$3.50"])
+foodTab = TabItem("food", "Food", [foodTable])
+foodTable = Table([foodName, foodType, foodPrice])
+foodName = Col("Item", ["Butter Croissant", "Avocado Toast", "Breakfast Sandwich", "Tomato & Mozzarella Panini", "Turkey Club", "Seasonal Fruit Bowl"])
+foodType = Col("Diet", ["Vegetarian", "Vegetarian", "Contains meat", "Vegetarian", "Contains meat", "Vegetarian"])
+foodPrice = Col("Price", ["$4.00", "$9.50", "$8.75", "$10.50", "$11.50", "$6.50"])
+vegetarianFilter = Form("menu-filter", filterButtons, [vegetarianField])
+vegetarianField = FormControl("Menu filter", vegetarianChoice, "Select to show vegetarian items only.")
+vegetarianChoice = CheckBoxGroup("dietary_filter", [vegetarianOnly])
+vegetarianOnly = CheckBoxItem("Vegetarian items only", "Hide menu items containing meat.", "vegetarian_only")
+filterButtons = Buttons([applyFilter, clearFilter])
+applyFilter = Button("Apply filter", null, "primary")
+clearFilter = Button("Show all items", null, "secondary")
+hours = TextCallout("info", "Opening Hours", "Monday–Friday: 7:00 AM–6:00 PM · Saturday: 8:00 AM–5:00 PM · Sunday: 8:00 AM–3:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..d7f21f249
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-cafe__r4.txt
@@ -0,0 +1,22 @@
+root = Card([header, special, vegForm, menuTabs, hours], "card", "column", "l")
+header = CardHeader("The Daily Grind Café", "Fresh coffee, comforting food, and local ingredients")
+special = Callout("success", "Today's special — Caprese Focaccia", "Fresh mozzarella, tomato, basil pesto, and balsamic glaze · Vegetarian · $11.50")
+vegForm = Form("menu-filter", filterButtons, [vegField])
+vegField = FormControl("Dietary filter", vegOptions, "Apply to show vegetarian menu items only")
+vegOptions = CheckBoxGroup("dietary_filter", [vegOnly])
+vegOnly = CheckBoxItem("Vegetarian items only", "Hide menu items containing meat or fish", "vegetarian_only")
+filterButtons = Buttons([applyFilter, clearFilter])
+applyFilter = Button("Apply filter", null, "primary")
+clearFilter = Button("Show all", null, "secondary")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Café Latte", "Chai Latte", "Matcha Latte", "Fresh Lemonade", "Iced Tea"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.50", "$4.75", "$4.75", "$5.25", "$4.00", "$3.75"])
+foodTab = TabItem("food", "Food", [foodTable, vegLegend])
+foodTable = Table([foodName, foodType, foodPrice])
+foodName = Col("Item", ["Caprese Focaccia", "Avocado Toast", "Breakfast Burrito", "Turkey & Brie Croissant", "Tomato Soup", "Almond Berry Bowl", "Butter Croissant"])
+foodType = Col("Diet", ["Vegetarian", "Vegetarian", "Contains meat", "Contains meat", "Vegetarian", "Vegetarian", "Vegetarian"])
+foodPrice = Col("Price", ["$11.50", "$10.00", "$12.00", "$11.00", "$7.50", "$9.00", "$4.25"])
+vegLegend = TextContent("Vegetarian items are labeled in the Diet column.", "small")
+hours = TextCallout("info", "Opening hours", "Monday–Friday: 7:00 AM–6:00 PM · Saturday: 8:00 AM–5:00 PM · Sunday: 8:00 AM–3:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-course__r1.txt
new file mode 100644
index 000000000..34429b235
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-course__r1.txt
@@ -0,0 +1,14 @@
+root = Card([header, progress, nextLesson, modulesHeader, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Practical Data Visualization", "Instructor: Dr. Maya Chen")
+progress = Progress(68, "Overall progress: 68%")
+nextLesson = Callout("info", "Up next: Choosing the Right Chart", "Module 4 · Lesson 2 · 18 minutes")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([module1, module2, module3, module4, module5], "number")
+module1 = ListItem("1. Visualization Foundations", "Completed · 4 of 4 lessons")
+module2 = ListItem("2. Working with Data", "Completed · 5 of 5 lessons")
+module3 = ListItem("3. Design Principles", "Completed · 4 of 4 lessons")
+module4 = ListItem("4. Chart Selection", "In progress · 1 of 4 lessons")
+module5 = ListItem("5. Building a Data Story", "Not started · 0 of 3 lessons")
+rating = TextCallout("success", "Average learner rating: 4.8 out of 5", "Based on 1,246 learner ratings")
+actions = Buttons([continueButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-course__r2.txt
new file mode 100644
index 000000000..41535295b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-course__r2.txt
@@ -0,0 +1,14 @@
+root = Card([header, progress, nextLesson, modulesHeader, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Practical Data Visualization", "Instructor: Dr. Maya Chen")
+progress = Progress(68, "Overall progress: 68%")
+nextLesson = Callout("info", "Up next: Choosing the Right Chart", "Module 4 · Lesson 2 · 18 minutes")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("1. Visualization Foundations", "Completed · 4 of 4 lessons")
+moduleTwo = ListItem("2. Working with Data", "Completed · 5 of 5 lessons")
+moduleThree = ListItem("3. Design Principles", "Completed · 4 of 4 lessons")
+moduleFour = ListItem("4. Chart Selection", "In progress · 1 of 4 lessons")
+moduleFive = ListItem("5. Storytelling and Presentation", "Not started · 0 of 5 lessons")
+rating = TextCallout("success", "Average learner rating: 4.8 out of 5", "Based on 1,247 learner ratings")
+actions = Buttons([continueButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-course__r3.txt
new file mode 100644
index 000000000..ba164bdbf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-course__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, overview, nextLesson, modulesHeader, modules, continueActions], "card", "column", "l")
+header = CardHeader("Introduction to Data Science", "Instructor: Dr. Maya Chen")
+overview = Card([progress, rating], "sunk", "row", "l", "center", "between", true)
+progress = Progress(64, "Overall progress: 64%")
+rating = TextCallout("success", "Average learner rating", "4.8 out of 5 · 1,246 ratings")
+nextLesson = Callout("info", "Up next: Exploratory Data Analysis", "Module 4 · Lesson 2 · 18 minutes")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("1. Foundations of Data Science", "Completed · 5 of 5 lessons")
+moduleTwo = ListItem("2. Python Essentials", "Completed · 7 of 7 lessons")
+moduleThree = ListItem("3. Working with Data", "Completed · 6 of 6 lessons")
+moduleFour = ListItem("4. Data Analysis", "In progress · 2 of 6 lessons")
+moduleFive = ListItem("5. Communicating Insights", "Not started · 0 of 5 lessons")
+continueActions = Buttons([continueButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-course__r4.txt
new file mode 100644
index 000000000..af572d6ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-course__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, overview, nextLesson, modulesHeader, modules, actions], "card", "column", "l")
+header = CardHeader("Introduction to Data Analytics", "Instructor: Dr. Maya Chen")
+overview = Card([progress, rating], "sunk", "row", "l", "center", "between", true)
+progress = Progress(62, "Overall progress: 62%")
+rating = TextContent("★ 4.8 / 5 average learner rating", "large-heavy")
+nextLesson = Callout("info", "Up next: Building Your First Dashboard", "Module 3 · Lesson 2 · 18 minutes")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour], "number")
+moduleOne = ListItem("1. Analytics Foundations", "Completed · 4 of 4 lessons")
+moduleTwo = ListItem("2. Preparing and Exploring Data", "Completed · 5 of 5 lessons")
+moduleThree = ListItem("3. Data Visualization", "In progress · 2 of 5 lessons")
+moduleFour = ListItem("4. Communicating Insights", "Not started · 0 of 4 lessons")
+actions = Buttons([continueButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-event__r1.txt
new file mode 100644
index 000000000..0c58d42af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-event__r1.txt
@@ -0,0 +1,31 @@
+root = Card([hero, countdown, agendaHeader, agenda, speakersHeader, speakers, ticketsHeader, tickets, registerHeader, registerForm], "card", "column", "l")
+hero = CardHeader("FutureStack 2026", "October 15, 2026 · Moscone Center, San Francisco")
+countdown = Callout("info", "58 days remaining", "Join builders, founders, and technology leaders for one day of practical ideas and meaningful connections.")
+agendaHeader = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["8:00 AM", "9:00 AM", "10:00 AM", "10:45 AM", "12:00 PM", "1:30 PM", "2:30 PM", "3:15 PM", "4:30 PM"])
+agendaSession = Col("Session", ["Registration & breakfast", "Opening keynote: Building what comes next", "AI products beyond the prototype", "Coffee & networking", "Lunch", "Scaling platforms without slowing teams", "Designing trustworthy technology", "Founder and investor panel", "Closing remarks & reception"])
+speakersHeader = Heading("Speakers", "h2")
+speakers = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Dr. Maya Chen", "AI researcher and founder of HumanLayer Labs.")
+speakerTwo = ListItem("Jon Bell", "CTO at Northstar, leading infrastructure for millions of users.")
+speakerThree = ListItem("Priya Raman", "Product design leader focused on responsible technology.")
+speakerFour = ListItem("Marcus Reed", "Partner at Horizon Ventures and longtime startup advisor.")
+ticketsHeader = Heading("Ticket tiers", "h2")
+tickets = Table([ticketTier, ticketIncludes, ticketPrice])
+ticketTier = Col("Tier", ["Early Bird", "General Admission", "VIP"])
+ticketIncludes = Col("Includes", ["Full conference access", "Full conference access", "Priority seating, speaker lounge, and conference access"])
+ticketPrice = Col("Price", ["$249", "$349", "$599"])
+registerHeader = CardHeader("Register now", "Reserve your place at FutureStack 2026.")
+registerForm = Form("conference-registration", registerButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "Your ticket confirmation will be sent here.")
+emailInput = Input("email", "alex@company.com", "email", ["required"])
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("ticket_tier", [earlyOption, generalOption, vipOption], "Choose a ticket", ["required"])
+earlyOption = SelectItem("early-bird", "Early Bird — $249")
+generalOption = SelectItem("general", "General Admission — $349")
+vipOption = SelectItem("vip", "VIP — $599")
+registerButtons = Buttons([registerButton])
+registerButton = Button("Register for FutureStack", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-event__r2.txt
new file mode 100644
index 000000000..41cc62a59
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-event__r2.txt
@@ -0,0 +1,31 @@
+root = Card([hero, countdown, agendaHeading, agenda, speakersHeading, speakers, ticketsHeading, tickets, registrationHeading, registration], "card", "column", "l")
+hero = CardHeader("Future Forward 2026", "October 15, 2026 · Moscone Center, San Francisco")
+countdown = Callout("info", "58 days remaining", "Reserve your place before Future Forward 2026 begins.")
+agendaHeading = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["8:00 AM", "9:00 AM", "9:30 AM", "10:30 AM", "11:00 AM", "12:00 PM", "1:30 PM", "2:30 PM", "3:00 PM", "4:00 PM"])
+agendaSession = Col("Session", ["Registration & breakfast", "Welcome remarks", "Opening keynote: Building What Comes Next", "Coffee break", "Responsible AI in Practice", "Networking lunch", "Designing Products for Everyone", "Afternoon break", "Scaling Innovation Across Teams", "Closing keynote & reception"])
+speakersHeading = Heading("Speakers", "h2")
+speakers = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Dr. Maya Chen", "AI researcher and author exploring responsible, human-centered technology.")
+speakerTwo = ListItem("Jordan Okafor", "Founder of Northstar Labs and advisor to high-growth product teams.")
+speakerThree = ListItem("Sofia Alvarez", "Inclusive design leader creating accessible experiences at global scale.")
+speakerFour = ListItem("Ethan Brooks", "Technology strategist helping organizations turn ideas into lasting impact.")
+ticketsHeading = Heading("Ticket tiers", "h2")
+tickets = Table([ticketTier, ticketPrice, ticketIncludes])
+ticketTier = Col("Tier", ["Early Bird", "General Admission", "VIP"])
+ticketPrice = Col("Price", ["$299", "$449", "$799"])
+ticketIncludes = Col("Includes", ["Full conference access", "Full access and session recordings", "Priority seating, speaker reception, and recordings"])
+registrationHeading = Heading("Register", "h2")
+registration = Form("conference-registration", registrationButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email", emailInput, "Your confirmation and event updates will be sent here.")
+emailInput = Input("email", "alex@example.com", "email", ["required"])
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("ticket_tier", [earlyOption, generalOption, vipOption], "Choose a ticket", ["required"])
+earlyOption = SelectItem("early-bird", "Early Bird — $299")
+generalOption = SelectItem("general", "General Admission — $449")
+vipOption = SelectItem("vip", "VIP — $799")
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-event__r3.txt
new file mode 100644
index 000000000..21446a875
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-event__r3.txt
@@ -0,0 +1,31 @@
+root = Card([hero, countdown, agendaHeading, agendaTable, speakersHeading, speakersList, ticketsHeading, ticketsTable, registrationHeading, registrationForm], "card", "column", "l")
+hero = CardHeader("FutureStack 2026", "October 15, 2026 · Moscone Center, San Francisco")
+countdown = Callout("info", "58 days remaining", "Reserve your place before ticket sales close.")
+agendaHeading = Heading("Agenda", "h2")
+agendaTable = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["8:30 AM", "9:30 AM", "10:30 AM", "11:00 AM", "12:00 PM", "1:30 PM", "2:30 PM", "3:30 PM", "4:30 PM"])
+agendaSession = Col("Session", ["Registration & coffee", "Opening keynote: Building what comes next", "Networking break", "AI systems in production", "Lunch", "Designing resilient platforms", "Responsible innovation panel", "Scaling teams without slowing down", "Closing remarks & reception"])
+speakersHeading = Heading("Speakers", "h2")
+speakersList = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour], "image")
+speakerOne = ListItem("Dr. Maya Chen", "AI researcher and founder of HumanLoop Labs.", ["https://picsum.photos/seed/maya-chen/160/160"])
+speakerTwo = ListItem("Marcus Rivera", "CTO at Northstar, leading infrastructure at global scale.", ["https://picsum.photos/seed/marcus-rivera/160/160"])
+speakerThree = ListItem("Aisha Okafor", "Product leader focused on accessible, human-centered technology.", ["https://picsum.photos/seed/aisha-okafor/160/160"])
+speakerFour = ListItem("Jonas Berg", "Security engineer and author of Resilient by Design.", ["https://picsum.photos/seed/jonas-berg/160/160"])
+ticketsHeading = Heading("Ticket tiers", "h2")
+ticketsTable = Table([ticketTier, ticketPrice, ticketIncludes])
+ticketTier = Col("Tier", ["Community", "Professional", "Executive"])
+ticketPrice = Col("Price", ["$199", "$449", "$799"])
+ticketIncludes = Col("Includes", ["Full conference access", "Conference access + workshop", "All access + speaker dinner"])
+registrationHeading = Heading("Register", "h2")
+registrationForm = Form("conference-registration", registrationButtons, [nameField, emailField, tierField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "Your confirmation and event details will be sent here.")
+emailInput = Input("email", "alex@company.com", "email", ["required"])
+tierField = FormControl("Ticket tier", tierSelect)
+tierSelect = Select("ticket_tier", [communityOption, professionalOption, executiveOption], "Choose a ticket", ["required"])
+communityOption = SelectItem("community", "Community — $199")
+professionalOption = SelectItem("professional", "Professional — $449")
+executiveOption = SelectItem("executive", "Executive — $799")
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-event__r4.txt
new file mode 100644
index 000000000..3b928b7d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-event__r4.txt
@@ -0,0 +1,31 @@
+root = Card([hero, countdown, agendaHeading, agendaTable, speakersHeading, speakersList, ticketsHeading, ticketsTable, registrationHeading, registrationForm], "card", "column", "l")
+hero = CardHeader("FutureStack Conference 2026", "October 15, 2026 · Moscone Center, San Francisco")
+countdown = Callout("info", "58 days remaining", "Join technology leaders, builders, and innovators for one inspiring day.")
+agendaHeading = Heading("Agenda", "h2")
+agendaTable = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["8:00 AM", "9:00 AM", "9:30 AM", "10:30 AM", "11:00 AM", "12:00 PM", "1:30 PM", "2:30 PM", "3:00 PM", "4:00 PM", "5:00 PM"])
+agendaSession = Col("Session", ["Registration & breakfast", "Welcome remarks", "Opening keynote: Building what comes next", "Coffee break", "AI systems in production", "Lunch & networking", "Designing resilient platforms", "Engineering leadership panel", "Afternoon break", "Closing keynote: Technology with purpose", "Reception"])
+speakersHeading = Heading("Speakers", "h2")
+speakersList = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour], "image")
+speakerOne = ListItem("Dr. Maya Chen", "AI researcher and CEO of Lattice Labs.", ["https://picsum.photos/seed/maya-chen/160/160"])
+speakerTwo = ListItem("Jon Bell", "CTO at Northstar, scaling platforms for millions.", ["https://picsum.photos/seed/jon-bell/160/160"])
+speakerThree = ListItem("Amara Okafor", "Design leader creating inclusive digital products.", ["https://picsum.photos/seed/amara-okafor/160/160"])
+speakerFour = ListItem("Luis Rivera", "Open-source maintainer and cloud infrastructure expert.", ["https://picsum.photos/seed/luis-rivera/160/160"])
+ticketsHeading = Heading("Ticket tiers", "h2")
+ticketsTable = Table([ticketTier, ticketPrice, ticketIncludes])
+ticketTier = Col("Tier", ["Early Bird", "Standard", "Team Pass"])
+ticketPrice = Col("Price", ["$299", "$449", "$1,599"])
+ticketIncludes = Col("Includes", ["Full conference access", "Full conference access", "Access for 5 attendees"])
+registrationHeading = Heading("Register", "h2")
+registrationForm = Form("conference-registration", registrationButtons, [nameField, emailField, ticketField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email", emailInput, "Your confirmation and event updates will be sent here.")
+emailInput = Input("email", "alex@company.com", "email", ["required"])
+ticketField = FormControl("Ticket tier", ticketSelect)
+ticketSelect = Select("ticket_tier", [earlyBirdOption, standardOption, teamOption], "Choose a ticket", ["required"])
+earlyBirdOption = SelectItem("early-bird", "Early Bird — $299")
+standardOption = SelectItem("standard", "Standard — $449")
+teamOption = SelectItem("team", "Team Pass — $1,599")
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..be83d71fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r1.txt
@@ -0,0 +1,33 @@
+root = Card([header, progress, metrics, weeklyHeading, weeklyChart, logWorkout], "card", "column", "l")
+header = CardHeader("Daily Fitness Summary", "Today’s activity and weekly workout progress")
+progress = Progress(78, "7,842 of 10,000 steps")
+metrics = Card([stepsCard, caloriesCard], "sunk", "row", "m", "stretch", "between", true)
+stepsCard = Card([stepsLabel, stepsValue], "clear", "column", "xs")
+stepsLabel = TextContent("Steps today", "small")
+stepsValue = TextContent("7,842", "large-heavy")
+caloriesCard = Card([caloriesLabel, caloriesValue], "clear", "column", "xs")
+caloriesLabel = TextContent("Calories burned", "small")
+caloriesValue = TextContent("526 kcal", "large-heavy")
+weeklyHeading = Heading("Workouts over the past week", "h2")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries], "grouped", "Day", "Minutes")
+durationSeries = Series("Workout duration", [35, 0, 45, 30, 50, 60, 25])
+logWorkout = DialogBlock("Log new workout", "Log a workout", "Add the details of your latest activity.", [workoutForm], "default")
+workoutForm = Form("log-workout", formButtons, [typeField, durationField, caloriesField, dateField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption, otherOption], "Choose a workout", ["required"])
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+otherOption = SelectItem("other", "Other")
+durationField = FormControl("Duration", durationInput, "Enter minutes")
+durationInput = Input("duration", "45", "number", ["required"])
+caloriesField = FormControl("Calories burned", caloriesInput, "Optional estimate")
+caloriesInput = Input("calories", "350", "number")
+dateField = FormControl("Workout date", workoutDate)
+workoutDate = DatePicker("workout_date", "single", ["required"])
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did the workout feel?", 3)
+formButtons = Buttons([saveButton, cancelButton])
+saveButton = Button("Save workout", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..cd72800fe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r2.txt
@@ -0,0 +1,31 @@
+root = Card([header, progress, metrics, weeklyTitle, weeklyChart, logWorkout])
+header = CardHeader("Daily Fitness Summary", "Today")
+progress = Progress(78, "7,842 of 10,000 steps")
+metrics = Card([stepsCard, caloriesCard], "sunk", "row", "m", "stretch", "between", true)
+stepsCard = Card([stepsLabel, stepsValue], "clear", "column", "xs")
+stepsLabel = TextContent("Steps today", "small-heavy")
+stepsValue = TextContent("7,842 / 10,000", "large-heavy")
+caloriesCard = Card([caloriesLabel, caloriesValue], "clear", "column", "xs")
+caloriesLabel = TextContent("Calories burned", "small-heavy")
+caloriesValue = TextContent("612 kcal", "large-heavy")
+weeklyTitle = Heading("Workouts over the past week", "h2")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [durationSeries], "grouped", "Day", "Minutes")
+durationSeries = Series("Workout duration", [35, 0, 45, 30, 50, 65, 40])
+logWorkout = DialogBlock("Log new workout", "Log a workout", "Add the activity to today's summary.", [workoutForm], "default")
+workoutForm = Form("log-workout", workoutButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption, otherOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+otherOption = SelectItem("other", "Other")
+durationField = FormControl("Duration", durationInput, "Enter minutes")
+durationInput = Input("duration", "30", "number")
+caloriesField = FormControl("Calories burned", caloriesInput, "Optional estimate")
+caloriesInput = Input("calories", "250", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did the workout feel?", 3)
+workoutButtons = Buttons([saveWorkout, cancelWorkout])
+saveWorkout = Button("Save workout", null, "primary")
+cancelWorkout = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..dffcab40a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r3.txt
@@ -0,0 +1,33 @@
+root = Card([header, goalStatus, metrics, weeklyHeader, weeklyChart, logWorkout])
+header = CardHeader("Daily Fitness Summary", "Today")
+goalStatus = Progress(8240, "8,240 of 10,000 steps")
+metrics = Card([stepsCard, caloriesCard], "sunk", "row", "m", "stretch", "between", true)
+stepsCard = Card([stepsTitle, stepsValue, stepsRemaining], "clear", "column", "xs")
+stepsTitle = TextContent("STEPS", "small-heavy")
+stepsValue = TextContent("8,240", "large-heavy")
+stepsRemaining = TextContent("1,760 to daily goal", "small")
+caloriesCard = Card([caloriesTitle, caloriesValue, caloriesDetail], "clear", "column", "xs")
+caloriesTitle = TextContent("CALORIES BURNED", "small-heavy")
+caloriesValue = TextContent("612 kcal", "large-heavy")
+caloriesDetail = TextContent("Active and workout calories", "small")
+weeklyHeader = CardHeader("Workouts This Week", "Minutes completed each day")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [workoutSeries], "grouped", "Day", "Minutes")
+workoutSeries = Series("Workout", [35, 0, 45, 30, 50, 60, 25])
+logWorkout = DialogBlock("Log new workout", "Log a workout", "Add the activity to today's summary.", [workoutForm], "default")
+workoutForm = Form("log-workout", workoutButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption, otherOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+otherOption = SelectItem("other", "Other")
+durationField = FormControl("Duration", durationInput, "Enter minutes")
+durationInput = Input("duration", "30", "number")
+caloriesField = FormControl("Calories burned", caloriesInput, "Optional estimate")
+caloriesInput = Input("calories", "250", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it go?", 3)
+workoutButtons = Buttons([saveWorkout, cancelWorkout])
+saveWorkout = Button("Save workout", null, "primary")
+cancelWorkout = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..624afe225
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-fitness__r4.txt
@@ -0,0 +1,32 @@
+root = Card([header, progressCard, metricsCard, weeklyCard, logWorkout], "card", "column", "l")
+header = CardHeader("Daily Fitness Summary", "Today")
+progressCard = Card([stepsHeading, stepsProgress, stepsDetail], "sunk", "column", "s")
+stepsHeading = Heading("Steps", "h2")
+stepsProgress = Progress(78, "7,842 of 10,000 steps")
+stepsDetail = TextContent("2,158 steps remaining to reach your daily goal.", "small")
+metricsCard = Card([caloriesHeading, caloriesValue], "sunk", "column", "s")
+caloriesHeading = Heading("Calories burned", "h2")
+caloriesValue = TextContent("486 kcal", "large-heavy")
+weeklyCard = Card([weeklyHeader, workoutChart, weeklySummary], "clear", "column", "m")
+weeklyHeader = CardHeader("Workouts this week", "Active minutes by day")
+workoutChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [minutesSeries], "grouped", "Day", "Minutes")
+minutesSeries = Series("Active minutes", [35, 0, 48, 25, 40, 62, 30])
+weeklySummary = TextContent("5 workouts completed · 240 active minutes", "small-heavy")
+logWorkout = DialogBlock("Log new workout", "Log a workout", "Add today’s workout details.", [workoutForm], "default")
+workoutForm = Form("log-workout", workoutButtons, [typeField, durationField, caloriesField, notesField])
+typeField = FormControl("Workout type", typeSelect)
+typeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption, otherOption], "Choose a workout")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+otherOption = SelectItem("other", "Other")
+durationField = FormControl("Duration", durationInput, "Enter minutes")
+durationInput = Input("duration", "30", "number")
+caloriesField = FormControl("Calories burned", caloriesInput, "Optional")
+caloriesInput = Input("calories", "250", "number")
+notesField = FormControl("Notes", notesInput, "Optional")
+notesInput = TextArea("notes", "How did it feel?", 3)
+workoutButtons = Buttons([saveWorkout, cancelWorkout])
+saveWorkout = Button("Save workout", null, "primary")
+cancelWorkout = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-job__r1.txt
new file mode 100644
index 000000000..c53c96b1e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-job__r1.txt
@@ -0,0 +1,22 @@
+root = Card([header, roleTags, description, qualificationsHeader, qualifications, compensation, applyHeader, applicationForm, shareSection], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Product Design Team")
+roleTags = TagBlock(["Full-time", "Remote-friendly", "Design"])
+description = TextContent("Join our Product Design team to shape intuitive, accessible experiences used by customers worldwide. You’ll partner with product, engineering, and research from early discovery through polished delivery.")
+qualificationsHeader = Heading("Main qualifications", "h2")
+qualifications = MarkDownRenderer("- 5+ years of product or UX design experience\n- A portfolio demonstrating strong interaction and visual design\n- Proficiency with Figma and modern prototyping workflows\n- Experience conducting or partnering on user research\n- Clear communication and cross-functional collaboration skills\n- Working knowledge of accessibility and inclusive design practices", "sunk")
+compensation = Callout("info", "Salary range", "$145,000–$180,000 USD annually, plus benefits and equity. Final compensation depends on location, experience, and skills.")
+applyHeader = CardHeader("Apply for this role", "Enter your details and provide a publicly accessible resume link.")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "We’ll use this address to contact you about your application.")
+emailInput = Input("email", "alex@example.com", "email", ["required"])
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume, portfolio, or professional profile.")
+resumeInput = Input("resume_url", "https://example.com/resume", "url", ["required"])
+applicationButtons = Buttons([applyButton])
+applyButton = Button("Submit application", null, "primary")
+shareSection = Card([shareText, shareButtons], "sunk", "column", "s")
+shareText = TextContent("Know someone who would be a great fit? Share this posting.", "small-heavy")
+shareButtons = Buttons([copyButton, emailShareButton])
+copyButton = Button("Copy job link", null, "secondary")
+emailShareButton = Button("Share by email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-job__r2.txt
new file mode 100644
index 000000000..01547e6e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-job__r2.txt
@@ -0,0 +1,23 @@
+root = Card([header, roleTags, description, qualificationsHeader, qualifications, compensation, applyHeader, applicationForm, shareSection], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Design Team · Full-time · Remote")
+roleTags = TagBlock(["Product Design", "Senior level", "Remote"])
+description = TextContent("Lead end-to-end design for thoughtful, accessible products used by growing teams. You’ll partner closely with product, engineering, and research to turn complex workflows into clear, intuitive experiences.")
+qualificationsHeader = Heading("Main qualifications", "h2")
+qualifications = MarkDownRenderer("- 5+ years of product design experience, including shipped web or mobile products\n- A portfolio demonstrating strong interaction, visual, and systems thinking\n- Experience leading discovery, prototyping, and usability testing\n- Excellent communication and cross-functional collaboration skills\n- Proficiency with Figma and accessible, responsive design practices", "sunk")
+compensation = Callout("info", "Salary range", "$145,000–$180,000 USD annually, plus equity and benefits. Final compensation depends on location, experience, and skills.")
+applyHeader = CardHeader("Apply for this role", "Enter your details and provide a publicly accessible resume link.")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "We’ll use this to contact you about your application.")
+emailInput = Input("email", "alex@example.com", "email", ["required"])
+resumeField = FormControl("Resume link", resumeInput, "Link to your resume, portfolio, or professional profile.")
+resumeInput = Input("resume_url", "https://example.com/resume", "url", ["required"])
+applicationButtons = Buttons([applyButton])
+applyButton = Button("Submit application", null, "primary", "normal", "large")
+shareSection = Card([shareText, shareButtons], "sunk", "column", "s")
+shareText = TextContent("Know someone who would be a great fit? Share this posting.", "small-heavy")
+shareButtons = Buttons([copyButton, linkedinButton, emailShareButton], "row")
+copyButton = Button("Copy job link", null, "secondary")
+linkedinButton = Button("Share on LinkedIn", null, "tertiary")
+emailShareButton = Button("Share by email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-job__r3.txt
new file mode 100644
index 000000000..0e490eae4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-job__r3.txt
@@ -0,0 +1,22 @@
+root = Card([header, roleTags, description, qualificationsHeading, qualifications, compensation, applyHeading, applicationForm, shareHeading, shareButtons], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Product Design Team")
+roleTags = TagBlock(["Full-time", "Remote-friendly", "Design"])
+description = TextContent("Lead end-to-end product design for thoughtful, accessible experiences. You’ll partner with product, engineering, and research to turn complex customer needs into clear workflows and help evolve our design system.")
+qualificationsHeading = Heading("Main qualifications", "h2")
+qualifications = MarkDownRenderer("- 5+ years of product or UX design experience\n- A portfolio demonstrating strong interaction and visual design\n- Experience leading projects from discovery through launch\n- Proficiency with Figma and component-based design systems\n- Excellent communication, collaboration, and facilitation skills\n- Working knowledge of accessibility and inclusive design practices", "sunk")
+compensation = Callout("info", "Salary range", "$145,000–$180,000 USD annually, plus benefits and equity. Final compensation depends on location, experience, and skills.")
+applyHeading = Heading("Apply for this role", "h2")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Alex Morgan", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "We’ll use this to contact you about your application.")
+emailInput = Input("email", "alex@example.com", "email", ["required", "email"])
+resumeField = FormControl("Resume link", resumeInput, "Share a publicly accessible link to your resume or portfolio.")
+resumeInput = Input("resume_url", "https://example.com/resume", "url", ["required", "url"])
+applicationButtons = Buttons([applyButton])
+applyButton = Button("Submit application", null, "primary")
+shareHeading = Heading("Share this posting", "h2")
+shareButtons = Buttons([copyButton, linkedinButton, emailShareButton])
+copyButton = Button("Copy job link", null, "secondary")
+linkedinButton = Button("Share on LinkedIn", null, "secondary")
+emailShareButton = Button("Share by email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-job__r4.txt
new file mode 100644
index 000000000..f94a8e402
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-job__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, roleDescription, qualificationsHeading, qualifications, compensation, applicationHeading, applicationForm, shareHeading, shareActions], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Product Design Team · Remote (US)")
+roleDescription = TextContent("Shape intuitive, accessible experiences across our core product. You’ll partner with product, engineering, and research from discovery through launch, helping evolve our design system and raising the quality bar across the team.", "large")
+qualificationsHeading = Heading("Main qualifications", "h2")
+qualifications = MarkDownRenderer("- 5+ years of product design experience for web or mobile products\n- A portfolio demonstrating strong interaction and visual design\n- Experience leading discovery, prototyping, and usability testing\n- Fluency with Figma and modern design systems\n- Clear communication and effective cross-functional collaboration", "sunk")
+compensation = Callout("info", "Salary range", "$145,000–$180,000 USD annually, plus equity and benefits. Final compensation depends on experience and location.")
+applicationHeading = Heading("Apply for this role", "h2")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your full name", "text", ["required"])
+emailField = FormControl("Email", emailInput, "We’ll use this address to contact you about your application.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+resumeField = FormControl("Resume link", resumeInput, "Share a publicly accessible link to your resume or portfolio.")
+resumeInput = Input("resume_link", "https://example.com/resume", "url", ["required"])
+applicationButtons = Buttons([applyButton])
+applyButton = Button("Submit application", null, "primary")
+shareHeading = Heading("Share this posting", "h2")
+shareActions = Buttons([copyButton, linkedInButton, emailShareButton], "row")
+copyButton = Button("Copy job link", null, "secondary")
+linkedInButton = Button("Share on LinkedIn", null, "secondary")
+emailShareButton = Button("Share by email", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..f2b1201c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r1.txt
@@ -0,0 +1,21 @@
+root = Card([header, metrics, trendHeader, trend, productsHeader, products, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026")
+metrics = Card([revenueCard, conversionCard], "sunk", "row", "l", "stretch", "between", true)
+revenueCard = Card([revenueLabel, revenueValue, revenueChange], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue this month", "small-heavy")
+revenueValue = TextContent("$184,600", "large-heavy")
+revenueChange = Badge("+8.4% vs. July", "secondary")
+conversionCard = Card([conversionLabel, conversionValue, conversionDetail], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion", "small-heavy")
+conversionValue = TextContent("4.7%", "large-heavy")
+conversionDetail = TextContent("1,269 orders from 27,000 visits", "small")
+trendHeader = Heading("Six-month revenue trend", "h2")
+trend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [121400, 134800, 129600, 151200, 170300, 184600])
+productsHeader = Heading("Top-selling products", "h2")
+products = Table([rankColumn, productColumn, unitsColumn])
+rankColumn = Col("Rank", [1, 2, 3], "number")
+productColumn = Col("Product", ["Starter Plan", "Growth Plan", "Analytics Add-on"], "string")
+unitsColumn = Col("Units sold", [486, 342, 271], "number")
+actions = Buttons([downloadButton])
+downloadButton = Button("Download numbers", ["download", "monthly-sales-2026-08.csv"], "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..0bb614763
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, metrics, trendHeader, trend, productsHeader, products, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026")
+metrics = Card([revenueCard, conversionCard], "sunk", "row", "l", "stretch", "between", true)
+revenueCard = Card([revenueLabel, revenueValue, revenueNote], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue this month", "small-heavy")
+revenueValue = TextContent("$184,620", "large-heavy")
+revenueNote = TextContent("Up 8.4% from July", "small")
+conversionCard = Card([conversionLabel, conversionValue, conversionProgress], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion percentage", "small-heavy")
+conversionValue = TextContent("4.7%", "large-heavy")
+conversionProgress = Progress(4.7, "4.7% of visitors converted")
+trendHeader = Heading("Revenue over the last six months", "h2")
+trend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [128400, 136900, 149750, 158200, 170300, 184620])
+productsHeader = Heading("Three best-selling products", "h2")
+products = Table([productCol, unitsCol])
+productCol = Col("Product", ["Pro Workspace", "Analytics Add-on", "Team Starter"])
+unitsCol = Col("Units sold", [842, 615, 487], "number")
+actions = Buttons([downloadButton])
+downloadButton = Button("Download numbers", ["download", "monthly-sales-august-2026.csv"], "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..ea4dc9c5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r3.txt
@@ -0,0 +1,19 @@
+root = Card([header, metrics, trendHeader, trend, productsHeader, products, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026")
+metrics = Card([revenueCard, conversionCard], "sunk", "row", "l", "stretch", "between", true)
+revenueCard = Card([revenueLabel, revenueValue], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue this month", "small-heavy")
+revenueValue = TextContent("$184,600", "large-heavy")
+conversionCard = Card([conversionLabel, conversionValue], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+trendHeader = Heading("Revenue over the last six months", "h2")
+trend = LineChart(months, [revenueSeries], "natural", "Month", "Revenue (USD)")
+months = ["Mar", "Apr", "May", "Jun", "Jul", "Aug"]
+revenueSeries = Series("Revenue", [121400, 134800, 129600, 151200, 168900, 184600])
+productsHeader = Heading("Top three products", "h2")
+products = HorizontalBarChart(productNames, [unitsSeries], "grouped", "Units sold", "Product")
+productNames = ["Pro Workspace", "Analytics Plus", "Team Starter"]
+unitsSeries = Series("Units sold", [842, 615, 487])
+actions = Buttons([downloadButton])
+downloadButton = Button("Download numbers", ["download", "monthly-sales-2026-08.csv"], "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..f1a3e1459
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-sales__r4.txt
@@ -0,0 +1,20 @@
+root = Card([header, metrics, trendHeader, revenueTrend, productsHeader, productsTable, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "August 2026")
+metrics = Card([revenueCard, conversionCard], "sunk", "row", "l", "stretch", "between", true)
+revenueCard = Card([revenueLabel, revenueValue, revenueNote], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue this month", "small-heavy")
+revenueValue = TextContent("$128,400", "large-heavy")
+revenueNote = TextContent("Up 9.2% from July", "small")
+conversionCard = Card([conversionLabel, conversionValue, conversionNote], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+conversionNote = TextContent("3,216 purchases from 67,000 visits", "small")
+trendHeader = Heading("Revenue over the last six months", "h2")
+revenueTrend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [84200, 91700, 88600, 104300, 117600, 128400])
+productsHeader = Heading("Top three products", "h2")
+productsTable = Table([productCol, unitsCol])
+productCol = Col("Product", ["Pro Plan", "Team Plan", "Starter Kit"])
+unitsCol = Col("Units sold", [486, 351, 274], "number")
+actions = Buttons([downloadButton])
+downloadButton = Button("Download numbers", ["download", "monthly-sales-august-2026.csv"], "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..c2d1ef0ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r1.txt
@@ -0,0 +1,25 @@
+root = Card([header, summary, blockedAlert, updatesHeading, updates, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async standup", "Tuesday, August 18, 2026")
+summary = Callout("info", "2 updates still missing", "Waiting on updates from Priya and Mateo.")
+blockedAlert = Alert("Blocked: Jordan Lee", "Production deploy is waiting on Security to approve the new OAuth scopes.", "warning")
+updatesHeading = Heading("Today’s updates", "h2")
+updates = ListBlock([mayaUpdate, jordanUpdate, samUpdate], "image")
+mayaUpdate = ListItem("Maya Chen · Done for today", "Yesterday: shipped billing export. Today: monitoring adoption and drafting the admin guide. Blockers: none.", ["https://picsum.photos/seed/maya-chen/96/96"])
+jordanUpdate = ListItem("Jordan Lee · Blocked", "Yesterday: completed OAuth migration tests. Today: preparing the production deploy. Blocker: Security approval for new OAuth scopes.", ["https://picsum.photos/seed/jordan-lee/96/96"])
+samUpdate = ListItem("Sam Okafor · In progress", "Yesterday: reviewed search relevance metrics. Today: tuning ranking weights and documenting results. Blockers: none.", ["https://picsum.photos/seed/sam-okafor/96/96"])
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("async-standup-update", formButtons, [statusField, yesterdayField, todayField, blockersField])
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusProgress, statusDone, statusBlocked], "Choose your status")
+statusProgress = SelectItem("in-progress", "In progress")
+statusDone = SelectItem("done", "Done for today")
+statusBlocked = SelectItem("blocked", "Blocked")
+yesterdayField = FormControl("What did you complete?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share what you finished since the last standup", 3)
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Share your focus for today", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Write “None” if you are not blocked")
+blockersInput = TextArea("blockers", "Describe what is blocking you and who can help", 2)
+formButtons = Buttons([postButton, clearButton])
+postButton = Button("Post update", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..90c455605
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r2.txt
@@ -0,0 +1,24 @@
+root = Card([header, summary, blockedAlert, updatesHeading, updates, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Tuesday, August 18, 2026")
+summary = Callout("info", "2 updates still missing", "Waiting on Priya Shah and Jordan Lee.")
+blockedAlert = Alert("Blocked: Mateo García", "Production API access is pending approval from the platform team.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updates = ListBlock([mayaUpdate, mateoUpdate, linUpdate], "image")
+mayaUpdate = ListItem("Maya Chen · Done", "Yesterday: finished onboarding analytics. Today: validate events and open the dashboard PR.", ["https://picsum.photos/seed/maya-chen/96/96"])
+mateoUpdate = ListItem("Mateo García · Blocked", "Yesterday: completed the sync worker. Today: deploy to staging. Blocker: waiting for production API access.", ["https://picsum.photos/seed/mateo-garcia/96/96"])
+linUpdate = ListItem("Lin Okafor · In progress", "Yesterday: reviewed accessibility fixes. Today: finish keyboard navigation and pair with QA.", ["https://picsum.photos/seed/lin-okafor/96/96"])
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("standup-update", formButtons, [statusField, yesterdayField, todayField, blockersField])
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusDone, statusProgress, statusBlocked], "Choose your status")
+statusDone = SelectItem("done", "Done")
+statusProgress = SelectItem("in-progress", "In progress")
+statusBlocked = SelectItem("blocked", "Blocked")
+yesterdayField = FormControl("What did you complete?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share what you finished since the last standup", 3)
+todayField = FormControl("What will you work on today?", todayInput)
+todayInput = TextArea("today", "Share your focus for today", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Leave blank if you are not blocked")
+blockersInput = TextArea("blockers", "Describe what is blocking you and who can help", 2)
+formButtons = Buttons([postButton])
+postButton = Button("Post update", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..9b3b94506
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, summary, blockedAlert, updatesHeading, updatesList, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Tuesday, August 18, 2026")
+summary = Card([receivedBadge, missingBadge, completion], "sunk", "row", "m", "center", "between", true)
+receivedBadge = Badge("4 of 6 posted", "secondary")
+missingBadge = Badge("2 updates missing", "destructive")
+completion = Progress(67, "Standup completion")
+blockedAlert = Alert("1 teammate is blocked", "Priya needs production database access before she can finish the migration validation.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updatesList = ListBlock([mayaUpdate, priyaUpdate, leoUpdate, sofiaUpdate, noahMissing, emmaMissing], "image")
+mayaUpdate = ListItem("Maya Chen · Done", "Yesterday: shipped notification preferences. Today: monitor rollout and address feedback. Blockers: none.", ["https://i.pravatar.cc/160?img=47"])
+priyaUpdate = ListItem("Priya Shah · Blocked", "Yesterday: completed migration dry run. Today: validate production migration. Blocker: waiting for production database access.", ["https://i.pravatar.cc/160?img=32"])
+leoUpdate = ListItem("Leo Martins · In progress", "Yesterday: reviewed the mobile release. Today: fix offline sync edge cases. Blockers: none.", ["https://i.pravatar.cc/160?img=12"])
+sofiaUpdate = ListItem("Sofia Alvarez · Done", "Yesterday: finalized onboarding copy. Today: prepare localization handoff. Blockers: none.", ["https://i.pravatar.cc/160?img=44"])
+noahMissing = ListItem("Noah Williams · Missing", "No update posted yet.", ["https://i.pravatar.cc/160?img=11"], "Remind")
+emmaMissing = ListItem("Emma Kim · Missing", "No update posted yet.", ["https://i.pravatar.cc/160?img=25"], "Remind")
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("standup-update", formButtons, [statusField, yesterdayField, todayField, blockersField])
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [statusDone, statusProgress, statusBlocked], "Choose your status")
+statusDone = SelectItem("done", "Done")
+statusProgress = SelectItem("in-progress", "In progress")
+statusBlocked = SelectItem("blocked", "Blocked")
+yesterdayField = FormControl("What did you complete yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share completed work", 3)
+todayField = FormControl("What will you work on today?", todayInput)
+todayInput = TextArea("today", "Share today's focus", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Write “None” if you are not blocked")
+blockersInput = TextArea("blockers", "Describe what you need help with", 2)
+formButtons = Buttons([postButton, saveButton])
+postButton = Button("Post update", null, "primary")
+saveButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..7aa4bf3b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-standup__r4.txt
@@ -0,0 +1,22 @@
+root = Card([header, summary, blockedAlert, updatesHeading, updates, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async standup", "Tuesday, August 18, 2026")
+summary = Callout("info", "2 updates still missing", "Waiting on Priya and Mateo to post today's updates.")
+blockedAlert = Alert("Blocked: Jordan Lee", "Cannot deploy the billing service until production database access is approved.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updates = ListBlock([maya, jordan, sam], "image")
+maya = ListItem("Maya Chen · Done", "Shipped onboarding analytics. Today: review funnel data and draft follow-up experiments.", ["https://picsum.photos/seed/maya-chen/96/96"])
+jordan = ListItem("Jordan Lee · Blocked", "Finished billing tests. Today: deploy the billing service after production database access is approved.", ["https://picsum.photos/seed/jordan-lee/96/96"])
+sam = ListItem("Sam Rivera · In progress", "Completed mobile navigation fixes. Today: finish accessibility checks and open a release PR.", ["https://picsum.photos/seed/sam-rivera/96/96"])
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("async-standup-update", formButtons, [statusField, updateField, blockerField])
+statusField = FormControl("Status", statusSelect)
+statusSelect = Select("status", [doneOption, progressOption, blockedOption], "Choose your status")
+doneOption = SelectItem("done", "Done")
+progressOption = SelectItem("in-progress", "In progress")
+blockedOption = SelectItem("blocked", "Blocked")
+updateField = FormControl("Today's update", updateInput, "Share what you completed and what you plan to do today.")
+updateInput = TextArea("update", "Yesterday I… Today I…", 5)
+blockerField = FormControl("Blockers", blockerInput, "Leave blank if you are not blocked.")
+blockerInput = TextArea("blockers", "I need help with…", 3)
+formButtons = Buttons([postButton])
+postButton = Button("Post update", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..0c585c9ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r1.txt
@@ -0,0 +1,20 @@
+root = Card([header, warning, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low-inventory warnings", "Review remaining stock and reorder items")
+warning = Alert("Warning threshold", "Items appear here when inventory reaches 10 units or fewer.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by item name or SKU")
+searchInput = Input("query", "Search inventory...", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search", null, "primary")
+clearButton = Button("Clear search", null, "tertiary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Organic Whole Milk", "House Blend Coffee Beans", "Large Paper Shopping Bags", "Lavender Hand Soap"])
+skuColumn = Col("SKU", ["DAI-1042", "BEV-2088", "PKG-3015", "HBA-4170"])
+remainingColumn = Col("Remaining units", [3, 5, 7, 9], "number")
+thresholdColumn = Col("Warning threshold", [10, 10, 10, 10], "number")
+statusColumn = Col("Status", ["Critical", "Critical", "Low", "Low"])
+reorderActions = Buttons([reorderMilk, reorderCoffee, reorderBags, reorderSoap], "column")
+reorderMilk = Button("Reorder Organic Whole Milk — 3 left", null, "primary")
+reorderCoffee = Button("Reorder House Blend Coffee Beans — 5 left", null, "primary")
+reorderBags = Button("Reorder Large Paper Shopping Bags — 7 left", null, "secondary")
+reorderSoap = Button("Reorder Lavender Hand Soap — 9 left", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..d3fd24b29
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, warning, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low-inventory warnings", "Review stock levels and reorder items before they sell out")
+warning = Alert("Warning threshold", "Items appear here when remaining inventory is 10 units or fewer.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by item name or SKU")
+searchInput = Input("query", "Search inventory...", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Organic Oat Milk", "Ceramic Travel Mug", "Lavender Hand Soap", "USB-C Charging Cable"])
+skuColumn = Col("SKU", ["OM-1042", "MUG-2381", "SOAP-7710", "USB-4420"])
+remainingColumn = Col("Remaining units", [3, 5, 7, 9], "number")
+thresholdColumn = Col("Warning threshold", [10, 10, 10, 10], "number")
+statusColumn = Col("Status", ["Critical", "Low", "Low", "Low"])
+reorderActions = Buttons([reorderMilk, reorderMug, reorderSoap, reorderCable], "column")
+reorderMilk = Button("Reorder Organic Oat Milk — 3 left", null, "primary")
+reorderMug = Button("Reorder Ceramic Travel Mug — 5 left", null, "primary")
+reorderSoap = Button("Reorder Lavender Hand Soap — 7 left", null, "primary")
+reorderCable = Button("Reorder USB-C Charging Cable — 9 left", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..1a07043e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, warning, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low-inventory warnings", "Search stock levels and reorder items before they run out")
+warning = Alert("Reorder threshold reached", "Items appear here when remaining inventory is 10 units or fewer.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by item name or SKU")
+searchInput = Input("query", "e.g. Coffee Filters or CF-100", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search", null, "primary")
+clearButton = Button("Clear search", null, "tertiary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Coffee Filters", "Oat Milk 1L", "Receipt Paper Rolls", "Vanilla Syrup", "Paper Cups 12 oz"])
+skuColumn = Col("SKU", ["CF-100", "OM-1L", "RP-80", "VS-750", "PC-12"])
+remainingColumn = Col("Remaining units", [3, 5, 6, 8, 10], "number")
+thresholdColumn = Col("Warning threshold", [10, 10, 10, 10, 10], "number")
+statusColumn = Col("Status", ["Critical", "Critical", "Low", "Low", "Low"])
+reorderActions = Buttons([reorderFilters, reorderMilk, reorderPaper, reorderSyrup, reorderCups], "column")
+reorderFilters = Button("Reorder Coffee Filters — 3 left", null, "primary")
+reorderMilk = Button("Reorder Oat Milk 1L — 5 left", null, "primary")
+reorderPaper = Button("Reorder Receipt Paper Rolls — 6 left", null, "secondary")
+reorderSyrup = Button("Reorder Vanilla Syrup — 8 left", null, "secondary")
+reorderCups = Button("Reorder Paper Cups 12 oz — 10 left", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..1f43135fc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-stock__r4.txt
@@ -0,0 +1,21 @@
+root = Card([header, warning, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low-inventory warnings", "Search affected items and reorder stock")
+warning = Alert("Reorder threshold", "This warning appears when available inventory reaches 10 units or fewer.", "warning")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by item name or SKU")
+searchInput = Input("query", "Search inventory", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Organic Oat Milk", "House Blend Coffee Beans", "Large Shipping Boxes", "Vanilla Syrup", "Receipt Paper Rolls"])
+skuColumn = Col("SKU", ["OM-1L-024", "CB-HB-1KG", "BOX-L-050", "SYR-VAN-1L", "RPR-80-050"])
+remainingColumn = Col("Remaining units", [3, 5, 6, 8, 10], "number")
+thresholdColumn = Col("Warning threshold", [10, 10, 10, 10, 10], "number")
+statusColumn = Col("Status", ["Critical", "Critical", "Low", "Low", "At threshold"])
+reorderActions = Buttons([reorderOatMilk, reorderCoffee, reorderBoxes, reorderSyrup, reorderPaper], "column")
+reorderOatMilk = Button("Reorder Organic Oat Milk", null, "primary")
+reorderCoffee = Button("Reorder House Blend Coffee Beans", null, "primary")
+reorderBoxes = Button("Reorder Large Shipping Boxes", null, "primary")
+reorderSyrup = Button("Reorder Vanilla Syrup", null, "primary")
+reorderPaper = Button("Reorder Receipt Paper Rolls", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b2-support__r1.txt
new file mode 100644
index 000000000..631fbc7d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-support__r1.txt
@@ -0,0 +1,39 @@
+root = Card([header, metrics, recentHeader, priorityFilter, ticketTable, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support morning view", "Current queue and latest activity")
+metrics = Card([openMetric, responseMetric], "sunk", "row", "xl", "stretch", "between", true)
+openMetric = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("47", "large-heavy")
+responseMetric = Card([responseLabel, responseValue], "clear", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+recentHeader = Heading("Five most recent tickets", "h2")
+priorityFilter = Form("ticket-filter", filterButtons, [priorityField])
+priorityField = FormControl("Queue view", priorityRadio)
+priorityRadio = RadioGroup("priority", [allPriority, highPriority], "all")
+allPriority = RadioItem("All priorities", "Show the full recent queue", "all")
+highPriority = RadioItem("High priority only", "Narrow the list to urgent work", "high")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "secondary")
+ticketTable = Table([ticketId, ticketSubject, ticketCustomer, ticketPriority, ticketOpened])
+ticketId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+ticketSubject = Col("Subject", ["Checkout failing on mobile", "Unable to reset password", "Invoice shows duplicate charge", "Export stalls at 90%", "Update account owner"])
+ticketCustomer = Col("Customer", ["Northstar Labs", "Maya Chen", "Brightline Co.", "Atlas Health", "Riverside Studio"])
+ticketPriority = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+ticketOpened = Col("Opened", ["8:42 AM", "8:31 AM", "8:17 AM", "7:58 AM", "7:44 AM"])
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Enter the request details and priority.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", newTicketButtons, [requesterField, subjectField, descriptionField, newPriorityField])
+requesterField = FormControl("Requester email", requesterInput)
+requesterInput = Input("requester_email", "customer@company.com", "email")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Add relevant details, impact, and troubleshooting steps", 5)
+newPriorityField = FormControl("Priority", newPrioritySelect)
+newPrioritySelect = Select("new_ticket_priority", [lowOption, mediumOption, highOption], "Choose priority")
+lowOption = SelectItem("low", "Low")
+mediumOption = SelectItem("medium", "Medium")
+highOption = SelectItem("high", "High")
+newTicketButtons = Buttons([createTicket, cancelTicket])
+createTicket = Button("Create ticket", null, "primary")
+cancelTicket = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b2-support__r2.txt
new file mode 100644
index 000000000..757fbcee2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-support__r2.txt
@@ -0,0 +1,37 @@
+root = Card([header, metrics, recentHeader, priorityFilter, tickets, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support morning view", "Current queue snapshot")
+metrics = Card([openMetric, responseMetric], "sunk", "row", "xl", "stretch", "between", true)
+openMetric = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("42", "large-heavy")
+responseMetric = Card([responseLabel, responseValue], "clear", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+recentHeader = CardHeader("Five most recent tickets", "Newest activity first")
+priorityFilter = Buttons([allTicketsButton, highPriorityButton])
+allTicketsButton = Button("All priorities", null, "primary")
+highPriorityButton = Button("Show high-priority only", null, "secondary")
+tickets = Table([ticketIdColumn, subjectColumn, requesterColumn, receivedColumn, priorityColumn])
+ticketIdColumn = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+subjectColumn = Col("Subject", ["Checkout fails after payment", "Cannot reset account password", "Invoice shows duplicate charge", "Export is missing recent records", "How do I add a teammate?"])
+requesterColumn = Col("Requester", ["Maya Chen", "Jon Bell", "Priya Shah", "Owen Brooks", "Sofia Reyes"])
+receivedColumn = Col("Received", ["8:42 AM", "8:31 AM", "8:17 AM", "7:58 AM", "7:44 AM"])
+priorityColumn = Col("Priority", ["High", "High", "Medium", "Low", "Low"])
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Enter the request details and assign its priority.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", newTicketButtons, [requesterField, emailField, subjectField, descriptionField, priorityField])
+requesterField = FormControl("Requester name", requesterInput)
+requesterInput = Input("requester_name", "Full name")
+emailField = FormControl("Requester email", emailInput)
+emailInput = Input("requester_email", "name@company.com", "email")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary")
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Describe the issue", 5)
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [highOption, mediumOption, lowOption], "Select priority")
+highOption = SelectItem("high", "High")
+mediumOption = SelectItem("medium", "Medium")
+lowOption = SelectItem("low", "Low")
+newTicketButtons = Buttons([createButton, cancelButton])
+createButton = Button("Create ticket", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b2-support__r3.txt
new file mode 100644
index 000000000..dcf6608b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-support__r3.txt
@@ -0,0 +1,35 @@
+root = Card([header, metrics, priorityFilter, recentHeader, tickets, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support morning view", "Current queue status and latest activity")
+metrics = Card([openMetric, responseMetric], "sunk", "row", "l", "stretch", "between", true)
+openMetric = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("47", "large-heavy")
+responseMetric = Card([responseLabel, responseValue], "clear", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+priorityFilter = Buttons([allTicketsButton, highPriorityButton])
+allTicketsButton = Button("All priorities", null, "primary")
+highPriorityButton = Button("High priority only", null, "secondary")
+recentHeader = Heading("Five most recent tickets", "h2")
+tickets = Table([ticketIdColumn, subjectColumn, requesterColumn, openedColumn, priorityColumn])
+ticketIdColumn = Col("Ticket", ["#2847", "#2846", "#2845", "#2844", "#2843"])
+subjectColumn = Col("Subject", ["Checkout fails after card verification", "Unable to export monthly report", "Password reset email not received", "Update billing contact details", "Question about team permissions"])
+requesterColumn = Col("Requester", ["Maya Chen", "Owen Brooks", "Priya Shah", "Lucas Martin", "Nora Williams"])
+openedColumn = Col("Opened", ["8:42 AM", "8:31 AM", "8:17 AM", "7:58 AM", "7:44 AM"])
+priorityColumn = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+newTicketDialog = DialogBlock("Open new ticket", "Create support ticket", "Enter the request details and priority.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", newTicketButtons, [subjectField, requesterField, descriptionField, priorityField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Briefly describe the issue", "text", ["required"])
+requesterField = FormControl("Requester email", requesterInput)
+requesterInput = Input("requester_email", "customer@example.com", "email", ["required"])
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Add relevant details, troubleshooting steps, and expected outcome", 5, ["required"])
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [priorityLow, priorityMedium, priorityHigh], "Choose priority", ["required"])
+priorityLow = SelectItem("low", "Low")
+priorityMedium = SelectItem("medium", "Medium")
+priorityHigh = SelectItem("high", "High")
+newTicketButtons = Buttons([createTicketButton, cancelTicketButton])
+createTicketButton = Button("Create ticket", null, "primary")
+cancelTicketButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b2-support__r4.txt
new file mode 100644
index 000000000..e8e7208ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b2-support__r4.txt
@@ -0,0 +1,37 @@
+root = Card([header, metrics, priorityFilter, recentHeader, ticketTable, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support morning view", "Current queue status and newest tickets")
+metrics = Card([openMetric, responseMetric], "sunk", "row", "l", "stretch", "between", true)
+openMetric = Card([openLabel, openValue], "clear", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("47", "large-heavy")
+responseMetric = Card([responseLabel, responseValue], "clear", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+priorityFilter = Buttons([allTicketsButton, highPriorityButton])
+allTicketsButton = Button("All priorities", null, "primary")
+highPriorityButton = Button("High priority only", null, "secondary")
+recentHeader = Heading("Five most recent tickets", "h2")
+ticketTable = Table([ticketIdColumn, subjectColumn, requesterColumn, receivedColumn, priorityColumn])
+ticketIdColumn = Col("Ticket", ["#2841", "#2840", "#2839", "#2838", "#2837"])
+subjectColumn = Col("Subject", ["Checkout fails after payment", "Unable to reset password", "Invoice shows duplicate charge", "Export is missing recent records", "Update billing contact"])
+requesterColumn = Col("Requester", ["Maya Chen", "Ethan Brooks", "Sofia Patel", "Noah Williams", "Ava Martin"])
+receivedColumn = Col("Received", ["8:42 AM", "8:31 AM", "8:17 AM", "7:58 AM", "7:44 AM"])
+priorityColumn = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Enter the request details and choose a priority.", [newTicketForm])
+newTicketForm = Form("new-ticket", newTicketButtons, [requesterField, emailField, subjectField, descriptionField, priorityField])
+requesterField = FormControl("Requester name", requesterInput)
+requesterInput = Input("requester_name", "Full name")
+emailField = FormControl("Requester email", emailInput)
+emailInput = Input("requester_email", "name@company.com", "email")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary")
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Describe the issue", 5)
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [lowPriority, mediumPriority, highPriority], "Choose priority")
+lowPriority = SelectItem("low", "Low")
+mediumPriority = SelectItem("medium", "Medium")
+highPriority = SelectItem("high", "High")
+newTicketButtons = Buttons([createTicketButton, cancelTicketButton])
+createTicketButton = Button("Create ticket", null, "primary")
+cancelTicketButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..d9d253e99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r1.txt
@@ -0,0 +1,35 @@
+root = Card([header, dateNav, metrics, nextPatient, appointmentsHeading, appointments, roomsHeading, rooms, checkInHeading, checkInForm], "card", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Tuesday, August 18, 2026")
+dateNav = Buttons([previousDay, todayButton, nextDay])
+previousDay = Button("← Previous day", null, "secondary")
+todayButton = Button("Today", null, "primary")
+nextDay = Button("Next day →", null, "secondary")
+metrics = Card([expectedCard, noShowCard], "sunk", "row", "l", "stretch", "between", true)
+expectedCard = Card([expectedLabel, expectedValue], "clear", "column", "xs")
+expectedLabel = TextContent("Patients expected", "small-heavy")
+expectedValue = TextContent("12", "large-heavy")
+noShowCard = Card([noShowLabel, noShowValue], "clear", "column", "xs")
+noShowLabel = TextContent("No-show rate this month", "small-heavy")
+noShowValue = TextContent("6.8%", "large-heavy")
+nextPatient = Callout("info", "Next patient: Maya Patel", "Call at 9:30 AM · Dr. Chen · Room 2")
+appointmentsHeading = Heading("Today's appointments", "h2")
+appointments = Table([timeColumn, patientColumn, clinicianColumn, statusColumn])
+timeColumn = Col("Time", ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:15 AM", "11:00 AM", "1:00 PM", "1:45 PM", "2:30 PM", "3:15 PM", "4:00 PM", "4:30 PM"])
+patientColumn = Col("Patient", ["Olivia Martin", "Ethan Brooks", "Sofia Ramirez", "Maya Patel", "Noah Williams", "Ava Thompson", "Liam Davis", "Isabella Moore", "Lucas Anderson", "Emma Wilson", "James Taylor", "Mia Clark"])
+clinicianColumn = Col("Clinician", ["Dr. Chen", "Dr. Lewis", "Dr. Singh", "Dr. Chen", "Dr. Lewis", "Dr. Singh", "Dr. Chen", "Dr. Lewis", "Dr. Singh", "Dr. Chen", "Dr. Lewis", "Dr. Singh"])
+statusColumn = Col("Status", ["Checked in", "With clinician", "Arrived", "Next to call", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected"])
+roomsHeading = Heading("Rooms free right now", "h2")
+rooms = TagBlock(["Room 3", "Room 5", "Consult Room B"])
+checkInHeading = Heading("Check in a patient", "h2")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, appointmentField])
+patientField = FormControl("Patient name", patientInput, "Search by full or last name")
+patientInput = Input("patient_name", "Enter patient name", "text")
+appointmentField = FormControl("Appointment time", appointmentSelect)
+appointmentSelect = Select("appointment_time", [slotOne, slotTwo, slotThree, slotFour], "Select an appointment")
+slotOne = SelectItem("09:30", "9:30 AM — Maya Patel")
+slotTwo = SelectItem("10:15", "10:15 AM — Noah Williams")
+slotThree = SelectItem("11:00", "11:00 AM — Ava Thompson")
+slotFour = SelectItem("13:00", "1:00 PM — Liam Davis")
+checkInButtons = Buttons([checkInButton, walkInButton])
+checkInButton = Button("Check patient in", null, "primary")
+walkInButton = Button("Register walk-in", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..435fd3478
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r2.txt
@@ -0,0 +1,36 @@
+root = Card([header, dateControls, metrics, nextPatient, roomSection, rooms, appointmentSection, appointments, checkInSection, checkInForm], "card", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Tuesday, August 18, 2026")
+dateControls = Buttons([previousDay, todayButton, nextDay])
+previousDay = Button("← Previous day", null, "secondary")
+todayButton = Button("Today", null, "primary")
+nextDay = Button("Next day →", null, "secondary")
+metrics = Card([expectedMetric, noShowMetric], "sunk", "row", "l", "stretch", "between", true)
+expectedMetric = TextCallout("info", "12 patients expected", "10 remaining today")
+noShowMetric = TextCallout("neutral", "6.8% no-show rate", "Month to date")
+nextPatient = Alert("Next patient: Jordan Lee", "Call at 10:00 AM — Annual physical with Dr. Patel", "info")
+roomSection = Heading("Rooms free right now", "h2")
+rooms = TagBlock(["Room 2 — Free", "Room 4 — Free", "Room 6 — Free"])
+appointmentSection = Heading("Today's appointments", "h2")
+appointments = Table([timeColumn, patientColumn, visitColumn, roomColumn, statusColumn])
+timeColumn = Col("Time", ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:15 AM", "1:00 PM", "1:30 PM", "2:15 PM", "3:00 PM", "4:00 PM"])
+patientColumn = Col("Patient", ["Maria Santos", "Ethan Brooks", "Priya Shah", "Noah Williams", "Jordan Lee", "Ava Chen", "Liam Davis", "Sofia Martinez", "Mason Clark", "Emma Wilson", "Lucas Brown", "Olivia Taylor"])
+visitColumn = Col("Visit", ["Follow-up", "Vaccination", "Consultation", "Lab review", "Annual physical", "New patient", "Follow-up", "Pediatric visit", "Consultation", "Procedure", "Medication review", "Follow-up"])
+roomColumn = Col("Room", ["Room 1", "Room 3", "Room 5", "Room 1", "Unassigned", "Room 3", "Room 5", "Unassigned", "Unassigned", "Room 1", "Room 3", "Unassigned"])
+statusColumn = Col("Status", ["Completed", "Completed", "With clinician", "Checked in", "Next to call", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+checkInSection = Heading("Check in a patient", "h2")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, arrivalField])
+patientField = FormControl("Patient", patientSelect, "Select from today's scheduled patients")
+patientSelect = Select("patient", [patientJordan, patientAva, patientLiam, patientSofia, patientMason, patientEmma, patientLucas, patientOlivia], "Choose patient")
+patientJordan = SelectItem("jordan-lee", "Jordan Lee — 10:00 AM")
+patientAva = SelectItem("ava-chen", "Ava Chen — 10:30 AM")
+patientLiam = SelectItem("liam-davis", "Liam Davis — 11:15 AM")
+patientSofia = SelectItem("sofia-martinez", "Sofia Martinez — 1:00 PM")
+patientMason = SelectItem("mason-clark", "Mason Clark — 1:30 PM")
+patientEmma = SelectItem("emma-wilson", "Emma Wilson — 2:15 PM")
+patientLucas = SelectItem("lucas-brown", "Lucas Brown — 3:00 PM")
+patientOlivia = SelectItem("olivia-taylor", "Olivia Taylor — 4:00 PM")
+arrivalField = FormControl("Arrival notes", arrivalNotes, "Optional details for the care team")
+arrivalNotes = TextArea("arrival_notes", "Insurance update, mobility assistance, or other note", 3)
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check patient in", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..700aa9b6c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r3.txt
@@ -0,0 +1,35 @@
+root = Card([header, dayNav, metrics, nextPatient, appointmentsHeader, appointments, roomsHeader, rooms, checkIn])
+header = CardHeader("Clinic Reception — Today", "Tuesday, August 18, 2026")
+dayNav = Buttons([previousDay, todayButton, nextDay])
+previousDay = Button("← Previous day", null, "secondary")
+todayButton = Button("Today", null, "primary")
+nextDay = Button("Next day →", null, "secondary")
+metrics = Card([expectedCard, noShowCard], "sunk", "row", "l", "stretch", "between", true)
+expectedCard = Card([expectedLabel, expectedValue], "clear", "column", "xs")
+expectedLabel = TextContent("Patients expected", "small-heavy")
+expectedValue = TextContent("12", "large-heavy")
+noShowCard = Card([noShowLabel, noShowValue], "clear", "column", "xs")
+noShowLabel = TextContent("No-show rate this month", "small-heavy")
+noShowValue = TextContent("6.8%", "large-heavy")
+nextPatient = Callout("info", "Next patient: Jordan Lee", "10:00 AM with Dr. Patel · Room 2")
+appointmentsHeader = Heading("Today's appointments", "h2")
+appointments = Table([timeColumn, patientColumn, clinicianColumn, statusColumn])
+timeColumn = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:15 AM", "1:00 PM", "1:30 PM", "2:15 PM", "3:00 PM", "3:45 PM", "4:30 PM"])
+patientColumn = Col("Patient", ["Maya Chen", "Robert Davis", "Amira Hassan", "Jordan Lee", "Sofia Martinez", "Ethan Brooks", "Nora Wilson", "Liam Patel", "Grace Kim", "Daniel Ortiz", "Chloe Evans", "Marcus Reed"])
+clinicianColumn = Col("Clinician", ["Dr. Patel", "Dr. Morgan", "Dr. Patel", "Dr. Patel", "Dr. Morgan", "Dr. Morgan", "Dr. Patel", "Dr. Morgan", "Dr. Patel", "Dr. Morgan", "Dr. Patel", "Dr. Morgan"])
+statusColumn = Col("Status", ["Checked in", "With clinician", "Checked in", "Next", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected", "Expected"])
+roomsHeader = Heading("Rooms free right now", "h2")
+rooms = TagBlock(["Room 1", "Room 3", "Room 5"])
+checkIn = DialogBlock("Check in a patient", "Patient check-in", "Find the arriving patient and confirm their appointment.", [checkInForm], "default")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, appointmentField])
+patientField = FormControl("Patient name", patientInput, "Enter the patient's full name")
+patientInput = Input("patient_name", "Search by patient name", "text", ["required"])
+appointmentField = FormControl("Appointment time", appointmentSelect)
+appointmentSelect = Select("appointment_time", [slotOne, slotTwo, slotThree, slotFour], "Select today's appointment", ["required"])
+slotOne = SelectItem("10:00", "10:00 AM — Jordan Lee")
+slotTwo = SelectItem("10:30", "10:30 AM — Sofia Martinez")
+slotThree = SelectItem("11:15", "11:15 AM — Ethan Brooks")
+slotFour = SelectItem("13:00", "1:00 PM — Nora Wilson")
+checkInButtons = Buttons([confirmCheckIn, cancelCheckIn])
+confirmCheckIn = Button("Confirm check-in", null, "primary")
+cancelCheckIn = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..cdc077e7f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-clinic__r4.txt
@@ -0,0 +1,36 @@
+root = Card([header, dateNav, metrics, nextPatient, appointmentsHeading, appointmentsTable, roomsHeading, rooms, checkInHeading, checkInForm], "card", "column", "l")
+header = CardHeader("Clinic Reception — Day View", "Tuesday, August 18, 2026")
+dateNav = Buttons([previousDay, todayButton, nextDay])
+previousDay = Button("Previous day", null, "secondary")
+todayButton = Button("Today", null, "primary")
+nextDay = Button("Next day", null, "secondary")
+metrics = Card([expectedMetric, noShowMetric], "sunk", "row", "l", "stretch", "between", true)
+expectedMetric = TextCallout("info", "12 patients expected", "10 scheduled appointments remain today")
+noShowMetric = TextCallout("neutral", "6.8% no-show rate", "Month to date")
+nextPatient = Callout("success", "Next patient: Maya Patel", "Call for 9:30 AM appointment with Dr. Chen — Room 2")
+appointmentsHeading = Heading("Today's appointments", "h2")
+appointmentsTable = Table([timeColumn, patientColumn, clinicianColumn, statusColumn])
+timeColumn = Col("Time", ["8:00 AM", "8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:15 AM", "1:00 PM", "1:45 PM", "2:30 PM", "3:15 PM", "4:00 PM"])
+patientColumn = Col("Patient", ["Liam Brooks", "Sofia Rivera", "Noah Williams", "Maya Patel", "Ethan Kim", "Olivia Davis", "Ava Thompson", "Lucas Martin", "Isabella Clark", "James Wilson", "Mia Anderson", "Benjamin Lee"])
+clinicianColumn = Col("Clinician", ["Dr. Chen", "Dr. Morgan", "Dr. Chen", "Dr. Chen", "Dr. Morgan", "Dr. Chen", "Dr. Morgan", "Dr. Chen", "Dr. Morgan", "Dr. Chen", "Dr. Morgan", "Dr. Chen"])
+statusColumn = Col("Status", ["Completed", "Checked in", "With clinician", "Next to call", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+roomsHeading = Heading("Rooms free right now", "h2")
+rooms = TagBlock(["Room 1", "Room 3", "Room 5"])
+checkInHeading = Heading("Check in a patient", "h2")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, arrivalField])
+patientField = FormControl("Patient", patientSelect, "Select from today's scheduled patients")
+patientSelect = Select("patient", [mayaOption, ethanOption, oliviaOption, avaOption, lucasOption, isabellaOption, jamesOption, miaOption, benjaminOption], "Choose a patient")
+mayaOption = SelectItem("maya-patel", "Maya Patel — 9:30 AM")
+ethanOption = SelectItem("ethan-kim", "Ethan Kim — 10:00 AM")
+oliviaOption = SelectItem("olivia-davis", "Olivia Davis — 10:30 AM")
+avaOption = SelectItem("ava-thompson", "Ava Thompson — 11:15 AM")
+lucasOption = SelectItem("lucas-martin", "Lucas Martin — 1:00 PM")
+isabellaOption = SelectItem("isabella-clark", "Isabella Clark — 1:45 PM")
+jamesOption = SelectItem("james-wilson", "James Wilson — 2:30 PM")
+miaOption = SelectItem("mia-anderson", "Mia Anderson — 3:15 PM")
+benjaminOption = SelectItem("benjamin-lee", "Benjamin Lee — 4:00 PM")
+arrivalField = FormControl("Arrival notes", arrivalInput, "Optional")
+arrivalInput = Input("arrival_notes", "For example: paperwork completed")
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check patient in", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-content__r1.txt
new file mode 100644
index 000000000..f16c2086a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-content__r1.txt
@@ -0,0 +1,60 @@
+root = Card([header, categoryForm, overview, draftsSection, publishedSection, topArticleSection, readershipSection, scheduleSection, commentsSection, actions], "card", "column", "l")
+header = CardHeader("Content Studio", "Manage drafts, publishing, readership, and reader conversations")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [categoryAll, categoryNews, categoryCulture, categoryTech, categoryOpinion], "Choose a category")
+categoryAll = SelectItem("all", "All categories")
+categoryNews = SelectItem("news", "News")
+categoryCulture = SelectItem("culture", "Culture")
+categoryTech = SelectItem("technology", "Technology")
+categoryOpinion = SelectItem("opinion", "Opinion")
+categoryButtons = Buttons([applyCategory, clearCategory])
+applyCategory = Button("Apply filter", null, "primary")
+clearCategory = Button("Clear", null, "tertiary")
+overview = Card([draftMetric, publishedMetric, commentsMetric], "sunk", "row", "l", "stretch", "between", true)
+draftMetric = Progress(68, "6 of 9 drafts ready for review")
+publishedMetric = Progress(80, "4 of 5 weekly publishing slots filled")
+commentsMetric = Progress(60, "3 of 5 priority comments answered")
+draftsSection = Card([draftsHeader, draftsTable], "clear", "column", "m")
+draftsHeader = CardHeader("Drafts", "Current work and editorial status")
+draftsTable = Table([draftTitle, draftCategory, draftOwner, draftUpdated, draftStatus])
+draftTitle = Col("Title", ["The Quiet Return of Night Trains", "Inside the Battery Recycling Race", "A City Designed for Shade", "Why Local Bookshops Are Thriving"])
+draftCategory = Col("Category", ["Culture", "Technology", "News", "Culture"])
+draftOwner = Col("Editor", ["Maya Chen", "Jon Bell", "Priya Shah", "Luis Ortega"])
+draftUpdated = Col("Updated", ["Today, 10:42", "Today, 09:15", "Yesterday", "Aug 15"])
+draftStatus = Col("Status", ["Ready for review", "Needs revisions", "Fact-checking", "Writing"])
+publishedSection = Card([publishedHeader, publishedTable], "clear", "column", "m")
+publishedHeader = CardHeader("Published this week", "Live pieces from August 17–23")
+publishedTable = Table([publishedTitle, publishedCategory, publishedDate, publishedViews])
+publishedTitle = Col("Piece", ["The New Rules of Urban Cooling", "Five Albums Worth Hearing", "Can Small Reactors Deliver?", "A Field Guide to Better Meetings"])
+publishedCategory = Col("Category", ["News", "Culture", "Technology", "Opinion"])
+publishedDate = Col("Published", ["Mon, Aug 17", "Tue, Aug 18", "Wed, Aug 19", "Thu, Aug 20"])
+publishedViews = Col("Views", [18420, 12780, 22150, 9340], "number")
+topArticleSection = Card([topHeader, topBadge, topDetails, topProgress], "sunk", "column", "s")
+topHeader = CardHeader("Most-read article this month", "Top performer across all categories")
+topBadge = Badge("42,860 views", "secondary")
+topDetails = TextContent("**Can Small Reactors Deliver?** · Technology · Published August 6")
+topProgress = Progress(86, "86% of the monthly traffic goal")
+readershipSection = Card([readershipHeader, readershipChart], "clear", "column", "m")
+readershipHeader = CardHeader("Readership over the past 30 days", "Daily article views")
+readershipChart = AreaChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17"], [readershipSeries], "natural", "Date", "Views")
+readershipSeries = Series("Daily views", [8200, 9100, 8700, 10400, 9800, 11200, 11900, 10800, 13600, 15800, 14100, 16700, 15200, 18100, 19400])
+scheduleSection = Card([scheduleHeader, scheduleForm], "clear", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Set a title and planned publication date")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, publishDateField])
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("piece_title", "Enter the article title", "text", ["required"])
+publishDateField = FormControl("Publish date", publishDatePicker, "Choose the date the piece should go live")
+publishDatePicker = DatePicker("publish_date", "single", ["required"])
+scheduleButtons = Buttons([scheduleButton, saveUnscheduledButton])
+scheduleButton = Button("Schedule piece", null, "primary")
+saveUnscheduledButton = Button("Save without scheduling", null, "secondary")
+commentsSection = Card([commentsHeader, commentsList], "clear", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "Reader conversations needing editorial attention")
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "image")
+commentOne = ListItem("“Could you share the source for the emissions figure?”", "Nina R. · Can Small Reactors Deliver? · 2 hours ago", ["https://picsum.photos/seed/nina-reader/96/96"], "Reply")
+commentTwo = ListItem("“I would love a follow-up focused on smaller cities.”", "Marcus T. · The New Rules of Urban Cooling · 5 hours ago", ["https://picsum.photos/seed/marcus-reader/96/96"], "Reply")
+commentThree = ListItem("“Was the interview recorded before the policy change?”", "Elena P. · Inside the Battery Recycling Race · Yesterday", ["https://picsum.photos/seed/elena-reader/96/96"], "Reply")
+actions = Buttons([newDraftButton, editorialCalendarButton])
+newDraftButton = Button("Start a new draft", null, "primary", "normal", "large")
+editorialCalendarButton = Button("Open editorial calendar", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-content__r2.txt
new file mode 100644
index 000000000..9f973e12b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-content__r2.txt
@@ -0,0 +1,58 @@
+root = Card([header, categoryForm, overview, draftsSection, publishedSection, topArticle, readershipSection, scheduleSection, commentsSection, actions], "card", "column", "l")
+header = CardHeader("Content Studio", "Plan, publish, and monitor editorial work")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [categoryAll, categoryNews, categoryCulture, categoryTech, categoryOpinion], "Choose a category")
+categoryAll = SelectItem("all", "All categories")
+categoryNews = SelectItem("news", "News")
+categoryCulture = SelectItem("culture", "Culture")
+categoryTech = SelectItem("technology", "Technology")
+categoryOpinion = SelectItem("opinion", "Opinion")
+categoryButtons = Buttons([applyCategory, clearCategory])
+applyCategory = Button("Apply filter", null, "primary")
+clearCategory = Button("Clear", null, "tertiary")
+overview = Card([draftCount, publishedCount, replyCount], "sunk", "row", "m", "stretch", "between", true)
+draftCount = TextCallout("neutral", "8 active drafts", "3 need editorial review")
+publishedCount = TextCallout("success", "6 published this week", "Two more than last week")
+replyCount = TextCallout("warning", "4 comments awaiting reply", "Oldest has waited 9 hours")
+draftsSection = Card([draftsHeader, draftsTable], "clear", "column", "m")
+draftsHeader = CardHeader("Drafts", "Current pieces and workflow status")
+draftsTable = Table([draftTitle, draftCategory, draftOwner, draftUpdated, draftStatus])
+draftTitle = Col("Title", ["The Quiet Reinvention of Main Street", "Inside the Battery Recycling Race", "A Field Guide to Better City Trees", "Why Small Museums Are Going Digital", "The New Rules of Remote Mentorship"])
+draftCategory = Col("Category", ["Culture", "Technology", "News", "Culture", "Opinion"])
+draftOwner = Col("Editor", ["Maya Chen", "Jon Bell", "Priya Shah", "Luis Ortega", "Nina Brooks"])
+draftUpdated = Col("Last updated", ["Today, 10:42", "Today, 09:18", "Yesterday, 16:05", "Yesterday, 11:30", "Mon, 14:12"])
+draftStatus = Col("Status", ["Ready for review", "Writing", "Needs fact-check", "Copy edit", "Revisions requested"])
+publishedSection = Card([publishedHeader, publishedTable], "clear", "column", "m")
+publishedHeader = CardHeader("Published this week", "Monday through today")
+publishedTable = Table([publishedTitle, publishedCategory, publishedDate, publishedViews])
+publishedTitle = Col("Piece", ["How Heat Pumps Became a Kitchen-Table Issue", "Seven Independent Bookshops Worth a Detour", "The Five-Minute Meeting Is Catching On", "What Coastal Towns Learned From Last Winter", "A Composer Builds an Orchestra From Street Noise", "Can Repair Cafés Change How We Buy?"])
+publishedCategory = Col("Category", ["News", "Culture", "Opinion", "News", "Culture", "Technology"])
+publishedDate = Col("Published", ["Mon 08:00", "Mon 13:30", "Tue 09:00", "Wed 07:15", "Thu 12:00", "Fri 08:30"])
+publishedViews = Col("Reads", [18420, 12680, 22140, 15930, 9870, 11340], "number")
+topArticle = Callout("success", "Most-read article this month", "\"The Five-Minute Meeting Is Catching On\" leads with 84,620 reads, a 6m 12s average read time, and 3,940 shares.")
+readershipSection = Card([readershipHeader, readershipChart], "clear", "column", "m")
+readershipHeader = CardHeader("Readership — past 30 days", "Daily article reads")
+readershipChart = AreaChart(readershipLabels, [readershipSeries], "natural", "Day", "Reads")
+readershipLabels = ["Jul 20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "Aug 1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18"]
+readershipSeries = Series("Daily reads", [42100, 43800, 40500, 46700, 49200, 51400, 47600, 45100, 43900, 48800, 52700, 55300, 49800, 47200, 46100, 50900, 54800, 57600, 60200, 55900, 53100, 51800, 56400, 61300, 64700, 62100, 58900, 63200, 68100, 70400])
+scheduleSection = Card([scheduleHeader, scheduleForm], "sunk", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Add a title and choose its publication date")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, publishDateField])
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("title", "Enter the piece title", "text", ["required"])
+publishDateField = FormControl("Publish date", publishDatePicker, "Select the intended publication day")
+publishDatePicker = DatePicker("publish_date", "single", ["required"])
+scheduleButtons = Buttons([scheduleButton, scheduleCancel])
+scheduleButton = Button("Schedule piece", null, "primary")
+scheduleCancel = Button("Cancel", null, "tertiary")
+commentsSection = Card([commentsHeader, commentsList], "clear", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "Reader conversations assigned to the editorial team")
+commentsList = ListBlock([commentOne, commentTwo, commentThree, commentFour], "image")
+commentOne = ListItem("Elena R. on “How Heat Pumps Became a Kitchen-Table Issue”", "9h ago · Asks for the source behind the installation-cost estimate.", ["https://picsum.photos/seed/elena-reader/96/96"], "Reply")
+commentTwo = ListItem("Marcus T. on “Seven Independent Bookshops Worth a Detour”", "6h ago · Recommends an additional shop and offers local context.", ["https://picsum.photos/seed/marcus-reader/96/96"], "Reply")
+commentThree = ListItem("Aisha K. on “What Coastal Towns Learned From Last Winter”", "3h ago · Requests clarification on the flood-risk map.", ["https://picsum.photos/seed/aisha-reader/96/96"], "Reply")
+commentFour = ListItem("Theo P. on “Can Repair Cafés Change How We Buy?”", "48m ago · Shares participation figures from a community program.", ["https://picsum.photos/seed/theo-reader/96/96"], "Reply")
+actions = Buttons([newDraftButton, viewCalendarButton])
+newDraftButton = Button("Start a new draft", null, "primary", "normal", "large")
+viewCalendarButton = Button("View editorial calendar", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-content__r3.txt
new file mode 100644
index 000000000..ce2c46d88
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-content__r3.txt
@@ -0,0 +1,60 @@
+root = Card([header, categoryForm, overview, readershipSection, workspace], "card", "column", "l")
+header = CardHeader("Content Studio", "Manage drafts, publishing, readership, and reader conversations")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [categoryAll, categoryNews, categoryCulture, categoryTech, categoryOpinion], "Select a category", null, "all")
+categoryAll = SelectItem("all", "All categories")
+categoryNews = SelectItem("news", "News")
+categoryCulture = SelectItem("culture", "Culture")
+categoryTech = SelectItem("technology", "Technology")
+categoryOpinion = SelectItem("opinion", "Opinion")
+categoryButtons = Buttons([applyCategory, clearCategory])
+applyCategory = Button("Apply filter", null, "primary")
+clearCategory = Button("Clear", null, "tertiary")
+overview = Card([weekSection, topArticle], "clear", "row", "l", "stretch", "start", true)
+weekSection = Card([weekHeader, publishedTable], "sunk", "column", "m")
+weekHeader = CardHeader("Published this week", "4 pieces live")
+publishedTable = Table([publishedTitle, publishedCategory, publishedDate, publishedViews])
+publishedTitle = Col("Piece", ["The Quiet Return of Night Trains", "Inside the New Battery Race", "Five Books for Late Summer", "Why Cities Are Rethinking Shade"])
+publishedCategory = Col("Category", ["Culture", "Technology", "Culture", "News"])
+publishedDate = Col("Published", ["Mon, Aug 17", "Tue, Aug 18", "Thu, Aug 20", "Fri, Aug 21"])
+publishedViews = Col("Reads", [18420, 15380, 9210, 7840], "number")
+topArticle = Card([topHeader, topBadge, topTitle, topStats, topProgress], "sunk", "column", "m")
+topHeader = CardHeader("Most-read this month", "August 2026")
+topBadge = Badge("Top story", "secondary")
+topTitle = Heading("The Quiet Return of Night Trains", "h3")
+topStats = TextContent("42,860 reads · 6m 14s average reading time · Culture", "large-heavy")
+topProgress = Progress(86, "86% of monthly readership goal")
+readershipSection = Card([readershipHeader, readershipChart], "sunk", "column", "m")
+readershipHeader = CardHeader("Readership · past 30 days", "Daily article reads, July 20–August 18")
+readershipChart = AreaChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17", "Aug 18"], [readSeries], "natural", "Date", "Reads")
+readSeries = Series("Reads", [6200, 7100, 6800, 8300, 7900, 9400, 10100, 9700, 11400, 10800, 12600, 11900, 13800, 13200, 15700, 14900])
+workspace = Tabs([draftsTab, scheduleTab, commentsTab])
+draftsTab = TabItem("drafts", "Drafts", [draftsHeader, draftTable, newDraftButtons])
+draftsHeader = CardHeader("Drafts", "5 pieces in progress")
+draftTable = Table([draftTitle, draftCategory, draftOwner, draftUpdated, draftStatus])
+draftTitle = Col("Title", ["A Field Guide to Urban Cooling", "The Case for Smaller Museums", "What Comes After the Password?", "Notes from the Northern Coast", "Interview: Lina Ortega"])
+draftCategory = Col("Category", ["News", "Culture", "Technology", "Culture", "Opinion"])
+draftOwner = Col("Editor", ["Maya Chen", "Jon Bell", "Priya Shah", "Maya Chen", "Jon Bell"])
+draftUpdated = Col("Last updated", ["Today, 09:42", "Today, 08:15", "Yesterday, 17:30", "Yesterday, 14:05", "Aug 15, 11:20"])
+draftStatus = Col("Status", ["Ready for review", "Editing", "Needs fact-check", "Writing", "Awaiting images"])
+newDraftButtons = Buttons([newDraftButton])
+newDraftButton = Button("Start a new draft", null, "primary")
+scheduleTab = TabItem("schedule", "Schedule a piece", [scheduleHeader, scheduleForm])
+scheduleHeader = CardHeader("Schedule a piece", "Set a title and future publication date")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput, "Use the working or final headline")
+scheduleTitleInput = Input("piece_title", "Enter a title", "text", ["required"])
+scheduleDateField = FormControl("Publish date", scheduleDatePicker, "Choose the date the piece should go live")
+scheduleDatePicker = DatePicker("publish_date", "single", ["required"])
+scheduleButtons = Buttons([scheduleButton, scheduleCancel])
+scheduleButton = Button("Schedule piece", null, "primary")
+scheduleCancel = Button("Cancel", null, "tertiary")
+commentsTab = TabItem("comments", "Comments awaiting reply", [commentsHeader, commentsList, commentsButtons])
+commentsHeader = CardHeader("Comments awaiting reply", "3 reader comments need an editorial response")
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "image")
+commentOne = ListItem("Elena R. · The Quiet Return of Night Trains", "“Could you share the source for the ridership comparison with 2019?” · 2 hours ago", ["https://picsum.photos/seed/elena-editorial/96/96"], "Reply")
+commentTwo = ListItem("Marcus T. · Inside the New Battery Race", "“Does the cost estimate include grid storage installations?” · 5 hours ago", ["https://picsum.photos/seed/marcus-editorial/96/96"], "Reply")
+commentThree = ListItem("Samira K. · Why Cities Are Rethinking Shade", "“I would love to see a follow-up focused on smaller cities.” · Yesterday", ["https://picsum.photos/seed/samira-editorial/96/96"], "Reply")
+commentsButtons = Buttons([viewCommentsButton])
+viewCommentsButton = Button("Open comment inbox", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-content__r4.txt
new file mode 100644
index 000000000..928f7fde7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-content__r4.txt
@@ -0,0 +1,57 @@
+root = Card([header, categoryForm, overview, draftsSection, publishedSection, topArticleSection, readershipSection, scheduleSection, commentsSection, newDraftActions], "card", "column", "l")
+header = CardHeader("Content Studio", "Manage drafts, publishing, readership, and reader conversations")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [categoryAll, categoryNews, categoryCulture, categoryTech, categoryOpinion], "Choose a category")
+categoryAll = SelectItem("all", "All categories")
+categoryNews = SelectItem("news", "News")
+categoryCulture = SelectItem("culture", "Culture")
+categoryTech = SelectItem("technology", "Technology")
+categoryOpinion = SelectItem("opinion", "Opinion")
+categoryButtons = Buttons([applyCategory, clearCategory])
+applyCategory = Button("Apply filter", null, "primary")
+clearCategory = Button("Clear", null, "tertiary")
+overview = Callout("info", "This week at a glance", "4 pieces published, 6 active drafts, and 3 comments awaiting reply.")
+draftsSection = Card([draftsHeader, draftsTable], "sunk", "column", "m")
+draftsHeader = CardHeader("Drafts", "Current work and editorial status")
+draftsTable = Table([draftTitle, draftCategory, draftOwner, draftUpdated, draftStatus])
+draftTitle = Col("Title", ["The Quiet Reinvention of Main Street", "Inside the Battery Recycling Race", "A Field Guide to Better Meetings", "City Gardens After Dark", "Why Local Radio Still Matters", "The New Rules of Travel"])
+draftCategory = Col("Category", ["Culture", "Technology", "Opinion", "Culture", "News", "Opinion"])
+draftOwner = Col("Editor", ["Maya Chen", "Jon Bell", "Priya Shah", "Luis Ortega", "Nora Kim", "Sam Reed"])
+draftUpdated = Col("Last updated", ["Today, 10:42 AM", "Today, 9:15 AM", "Yesterday", "Aug 15", "Aug 14", "Aug 12"])
+draftStatus = Col("Status", ["Ready for review", "Fact-checking", "Needs revision", "Copy editing", "Reporting", "Outline"])
+publishedSection = Card([publishedHeader, publishedTable], "sunk", "column", "m")
+publishedHeader = CardHeader("Published this week", "Pieces released August 12–18")
+publishedTable = Table([publishedTitle, publishedCategory, publishedDate, publishedViews])
+publishedTitle = Col("Piece", ["How Heat Is Reshaping the Night Shift", "The Small Museums Winning Back Visitors", "Can AI Make Public Transit More Reliable?", "Five Books for the Last Weeks of Summer"])
+publishedCategory = Col("Category", ["News", "Culture", "Technology", "Culture"])
+publishedDate = Col("Published", ["Aug 18", "Aug 16", "Aug 14", "Aug 12"])
+publishedViews = Col("Views", [18420, 12780, 9650, 8210], "number")
+topArticleSection = Card([topArticleHeader, topArticleBadge, topArticleDetails, topArticleProgress], "sunk", "column", "s")
+topArticleHeader = CardHeader("Most-read article this month", "August performance leader")
+topArticleBadge = Badge("Top story", "secondary")
+topArticleDetails = TextContent("**The Hidden Cost of the Four-Day Workweek** · Opinion · 86,420 views · 6:12 average read time")
+topArticleProgress = Progress(86, "86% of the 100K monthly target")
+readershipSection = Card([readershipHeader, readershipChart], "sunk", "column", "m")
+readershipHeader = CardHeader("Readership over the past 30 days", "Daily article views")
+readershipChart = AreaChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17", "Aug 18"], [readershipSeries], "natural", "Date", "Views")
+readershipSeries = Series("Article views", [21400, 22800, 20500, 24600, 26100, 23900, 27400, 29100, 28300, 31900, 33700, 31200, 35600, 38100, 36700, 40200])
+scheduleSection = Card([scheduleHeader, scheduleForm], "sunk", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Set a title and future publication date")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, publishDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput)
+scheduleTitleInput = Input("piece_title", "Enter the working or final title", "text", ["required"])
+publishDateField = FormControl("Publish date", publishDatePicker, "Choose the date the piece should go live")
+publishDatePicker = DatePicker("publish_date", "single", ["required"])
+scheduleButtons = Buttons([scheduleButton, saveUnscheduledButton])
+scheduleButton = Button("Schedule piece", null, "primary")
+saveUnscheduledButton = Button("Save without scheduling", null, "secondary")
+commentsSection = Card([commentsHeader, commentsList], "sunk", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "3 reader conversations need an editor")
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "image")
+commentOne = ListItem("Elena V. on “How Heat Is Reshaping the Night Shift”", "“Do you have the regional data cited in paragraph six?” · 38 minutes ago", ["https://picsum.photos/seed/elena-reader/96/96"], "Reply")
+commentTwo = ListItem("Marcus T. on “Can AI Make Public Transit More Reliable?”", "“Was the pilot independently evaluated?” · 2 hours ago", ["https://picsum.photos/seed/marcus-reader/96/96"], "Reply")
+commentThree = ListItem("Aisha R. on “The Small Museums Winning Back Visitors”", "“I would love to see a follow-up on rural museums.” · Yesterday", ["https://picsum.photos/seed/aisha-reader/96/96"], "Reply")
+newDraftActions = Buttons([newDraftButton, importDraftButton])
+newDraftButton = Button("Start a new draft", null, "primary", "normal", "large")
+importDraftButton = Button("Import a draft", null, "secondary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..168663cbe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r1.txt
@@ -0,0 +1,53 @@
+root = Card([header, accountSummary, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followUpsHeading, followUpsTable, noteHeading, noteForm, callHeading, callForm], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+accountSummary = Card([dealValueCard, stageCard, renewalCard], "sunk", "row", "l", "stretch", "between", true)
+dealValueCard = Card([dealValueLabel, dealValue], "clear", "column", "xs")
+dealValueLabel = TextContent("Total deal value", "small-heavy")
+dealValue = TextContent("$248,000", "large-heavy")
+stageCard = Card([stageLabel, stageBadge], "clear", "column", "xs")
+stageLabel = TextContent("Current deal stage", "small-heavy")
+stageBadge = Badge("Negotiation", "secondary")
+renewalCard = Card([renewalLabel, renewalDate], "clear", "column", "xs")
+renewalLabel = TextContent("Renewal date", "small-heavy")
+renewalDate = TextContent("September 12, 2026", "large-heavy")
+renewalWarning = Alert("Renewal approaching", "Renewal is due in 25 days. Confirm pricing, stakeholders, and signature timing.", "warning")
+activityHeading = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Pricing review call", "August 17, 2026 · Maya Chen spoke with Priya Shah; revised terms requested.")
+activityTwo = ListItem("Proposal viewed", "August 15, 2026 · Enterprise renewal proposal opened by Daniel Kim.")
+activityThree = ListItem("Follow-up email sent", "August 13, 2026 · Security documentation and implementation timeline shared.")
+activityFour = ListItem("Executive meeting completed", "August 8, 2026 · Expansion goals and renewal scope discussed.")
+contactsHeading = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactEmail])
+contactName = Col("Contact", ["Priya Shah", "Daniel Kim", "Elena Torres"])
+contactRole = Col("Role", ["VP of Operations · Decision maker", "Procurement Manager · Commercial approver", "IT Director · Technical evaluator"])
+contactEmail = Col("Email", ["priya.shah@northstar.example", "daniel.kim@northstar.example", "elena.torres@northstar.example"])
+followUpsHeading = Heading("Open follow-ups", "h2")
+followUpsTable = Table([followUpTask, followUpOwner, followUpDue])
+followUpTask = Col("Follow-up", ["Send revised pricing", "Confirm security review", "Schedule renewal decision call"])
+followUpOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+followUpDue = Col("Due date", ["August 20, 2026", "August 22, 2026", "August 27, 2026"])
+noteHeading = Heading("Jot a note", "h2")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Saved to the account activity timeline.")
+noteInput = TextArea("note", "Add context, stakeholder updates, or next steps…", 4)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callHeading = Heading("Log a call", "h2")
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callOutcomeField, callNotesField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callContactPriya, callContactDaniel, callContactElena], "Select a contact")
+callContactPriya = SelectItem("priya-shah", "Priya Shah")
+callContactDaniel = SelectItem("daniel-kim", "Daniel Kim")
+callContactElena = SelectItem("elena-torres", "Elena Torres")
+callDateField = FormControl("Call date", callDate)
+callDate = DatePicker("call_date", "single")
+callOutcomeField = FormControl("Outcome", callOutcome)
+callOutcome = Select("call_outcome", [outcomeConnected, outcomeVoicemail, outcomeFollowUp], "Select an outcome")
+outcomeConnected = SelectItem("connected", "Connected")
+outcomeVoicemail = SelectItem("voicemail", "Left voicemail")
+outcomeFollowUp = SelectItem("follow-up", "Follow-up required")
+callNotesField = FormControl("Call notes", callNotes)
+callNotes = TextArea("call_notes", "Summarize the discussion and next steps…", 4)
+callButtons = Buttons([logCallButton])
+logCallButton = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..9192aef4b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r2.txt
@@ -0,0 +1,57 @@
+root = Card([header, summary, renewalWarning, activitySection, contactsSection, followupsSection, workspace], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+summary = Card([dealValue, dealStage, renewalDate], "sunk", "row", "l", "stretch", "between", true)
+dealValue = Card([dealValueLabel, dealValueText], "clear", "column", "xs")
+dealValueLabel = TextContent("Total deal value", "small-heavy")
+dealValueText = TextContent("$248,000", "large-heavy")
+dealStage = Card([dealStageLabel, dealStageBadge], "clear", "column", "xs")
+dealStageLabel = TextContent("Current deal stage", "small-heavy")
+dealStageBadge = Badge("Negotiation", "secondary")
+renewalDate = Card([renewalLabel, renewalText], "clear", "column", "xs")
+renewalLabel = TextContent("Renewal date", "small-heavy")
+renewalText = TextContent("September 12, 2026", "large-heavy")
+renewalWarning = Alert("Renewal approaching", "Renewal is due in 25 days. Confirm pricing, stakeholders, and signature timing.", "warning")
+activitySection = Card([activityHeader, activityList], "clear", "column", "m")
+activityHeader = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Proposal revised", "August 18, 2026 · Maya Chen sent updated enterprise pricing")
+activityTwo = ListItem("Customer call completed", "August 15, 2026 · Security review and rollout timing discussed")
+activityThree = ListItem("Email opened", "August 14, 2026 · Renewal proposal viewed by Jordan Lee")
+activityFour = ListItem("Meeting held", "August 11, 2026 · Procurement and legal joined negotiation review")
+contactsSection = Card([contactsHeader, contactsTable], "clear", "column", "m")
+contactsHeader = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactEmail])
+contactName = Col("Contact", ["Jordan Lee", "Priya Shah", "Evan Brooks"])
+contactRole = Col("Role", ["VP of Operations · Economic buyer", "Director of IT · Technical evaluator", "Procurement Manager · Contract approver"])
+contactEmail = Col("Email", ["jordan.lee@northstar.example", "priya.shah@northstar.example", "evan.brooks@northstar.example"])
+followupsSection = Card([followupsHeader, followupsTable], "clear", "column", "m")
+followupsHeader = Heading("Open follow-ups", "h2")
+followupsTable = Table([followupTask, followupOwner, followupDue])
+followupTask = Col("Follow-up", ["Send final security answers", "Confirm legal redlines", "Schedule executive alignment call"])
+followupOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+followupDue = Col("Due date", ["August 20, 2026", "August 22, 2026", "August 25, 2026"])
+workspace = Tabs([noteTab, callTab])
+noteTab = TabItem("note", "Jot a note", [noteForm])
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Saved to the Northstar Analytics account timeline")
+noteInput = TextArea("note", "Add meeting context, risks, or next steps…", 6)
+noteButtons = Buttons([saveNote])
+saveNote = Button("Save note", null, "primary")
+callTab = TabItem("call", "Log a call", [callForm])
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callOutcomeField, callSummaryField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callJordan, callPriya, callEvan], "Select a contact")
+callJordan = SelectItem("jordan-lee", "Jordan Lee")
+callPriya = SelectItem("priya-shah", "Priya Shah")
+callEvan = SelectItem("evan-brooks", "Evan Brooks")
+callDateField = FormControl("Call date", callDate)
+callDate = DatePicker("call_date", "single")
+callOutcomeField = FormControl("Outcome", callOutcome)
+callOutcome = Select("call_outcome", [outcomeConnected, outcomeVoicemail, outcomeFollowup], "Select an outcome")
+outcomeConnected = SelectItem("connected", "Connected")
+outcomeVoicemail = SelectItem("voicemail", "Left voicemail")
+outcomeFollowup = SelectItem("follow-up", "Follow-up required")
+callSummaryField = FormControl("Call summary", callSummary)
+callSummary = TextArea("call_summary", "Capture discussion points and next steps…", 5)
+callButtons = Buttons([logCall])
+logCall = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..089ab2ab6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r3.txt
@@ -0,0 +1,60 @@
+root = Card([header, statusRow, renewalAlert, activitySection, contactsSection, followUpsSection, actionsSection], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+statusRow = Card([dealValueCard, dealStageCard, renewalCard], "clear", "row", "m", "stretch", "between", true)
+dealValueCard = Card([dealValueLabel, dealValue], "sunk", "column", "xs")
+dealValueLabel = TextContent("Total deal value", "small-heavy")
+dealValue = TextContent("$248,000", "large-heavy")
+dealStageCard = Card([dealStageLabel, dealStage], "sunk", "column", "xs")
+dealStageLabel = TextContent("Current deal stage", "small-heavy")
+dealStage = Badge("Contract negotiation", "secondary")
+renewalCard = Card([renewalLabel, renewalDate], "sunk", "column", "xs")
+renewalLabel = TextContent("Renewal date", "small-heavy")
+renewalDate = TextContent("September 12, 2026", "large-heavy")
+renewalAlert = Alert("Renewal approaching", "Renewal is due in 25 days. Confirm pricing, stakeholders, and signature timeline.", "warning")
+activitySection = Card([activityHeader, activityList], "clear", "column", "s")
+activityHeader = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Call completed", "August 18, 2026 · Maya Chen discussed renewal terms with Jordan Lee.")
+activityTwo = ListItem("Proposal viewed", "August 17, 2026 · Enterprise renewal proposal opened by Priya Shah.")
+activityThree = ListItem("Email sent", "August 15, 2026 · Security documentation and implementation timeline shared.")
+activityFour = ListItem("Meeting held", "August 12, 2026 · Quarterly business review completed with the buying committee.")
+contactsSection = Card([contactsHeader, contactsTable], "clear", "column", "s")
+contactsHeader = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactTitle, contactRole])
+contactName = Col("Contact", ["Jordan Lee", "Priya Shah", "Marcus Green"])
+contactTitle = Col("Title", ["VP of Operations", "Chief Financial Officer", "Director of IT"])
+contactRole = Col("Role", ["Champion", "Economic buyer", "Technical evaluator"])
+followUpsSection = Card([followUpsHeader, followUpsTable], "clear", "column", "s")
+followUpsHeader = Heading("Open follow-ups", "h2")
+followUpsTable = Table([followUpTask, followUpDue, followUpOwner])
+followUpTask = Col("Follow-up", ["Send revised pricing", "Schedule security review", "Confirm legal approver"])
+followUpDue = Col("Due date", ["August 20, 2026", "August 22, 2026", "August 25, 2026"])
+followUpOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+actionsSection = Card([actionsHeader, actionTabs], "sunk", "column", "s")
+actionsHeader = Heading("Account actions", "h2")
+actionTabs = Tabs([noteTab, callTab])
+noteTab = TabItem("note", "Jot a note", [noteForm])
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Add context, decisions, or next steps to the account timeline.")
+noteInput = TextArea("note", "Write a note about Northstar Analytics…", 5)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callTab = TabItem("call", "Log a call", [callForm])
+callForm = Form("log-call", callButtons, [callDateField, callContactField, callOutcomeField, callSummaryField])
+callDateField = FormControl("Call date", callDate)
+callDate = DatePicker("call_date", "single", null, ["2026-08-18"])
+callContactField = FormControl("Contact", callContact)
+callContact = Select("call_contact", [callJordan, callPriya, callMarcus], "Choose a contact")
+callJordan = SelectItem("jordan-lee", "Jordan Lee")
+callPriya = SelectItem("priya-shah", "Priya Shah")
+callMarcus = SelectItem("marcus-green", "Marcus Green")
+callOutcomeField = FormControl("Outcome", callOutcome)
+callOutcome = Select("call_outcome", [outcomeConnected, outcomeVoicemail, outcomeNoAnswer, outcomeRescheduled], "Select an outcome")
+outcomeConnected = SelectItem("connected", "Connected")
+outcomeVoicemail = SelectItem("voicemail", "Left voicemail")
+outcomeNoAnswer = SelectItem("no-answer", "No answer")
+outcomeRescheduled = SelectItem("rescheduled", "Rescheduled")
+callSummaryField = FormControl("Call summary", callSummary, "Capture key discussion points and agreed next steps.")
+callSummary = TextArea("call_summary", "What happened on the call?", 5)
+callButtons = Buttons([logCallButton])
+logCallButton = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..c6add4e5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-crm__r4.txt
@@ -0,0 +1,54 @@
+root = Card([header, summary, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followupsHeading, followupsTable, noteHeading, noteForm, callHeading, callForm], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+summary = Card([dealValue, dealStage, renewalDate], "sunk", "row", "l", "stretch", "between", true)
+dealValue = Card([dealValueLabel, dealValueText], "clear", "column", "xs")
+dealValueLabel = TextContent("Total deal value", "small-heavy")
+dealValueText = TextContent("$248,000", "large-heavy")
+dealStage = Card([dealStageLabel, dealStageBadge], "clear", "column", "xs")
+dealStageLabel = TextContent("Current deal stage", "small-heavy")
+dealStageBadge = Badge("Negotiation", "secondary")
+renewalDate = Card([renewalLabel, renewalText], "clear", "column", "xs")
+renewalLabel = TextContent("Renewal date", "small-heavy")
+renewalText = TextContent("September 5, 2026", "large-heavy")
+renewalWarning = Alert("Renewal approaching", "The account renews in 18 days. Confirm pricing, stakeholders, and signature timing.", "warning")
+activityHeading = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Proposal revised", "August 18, 2026 at 10:42 AM · Maya updated pricing and terms")
+activityTwo = ListItem("Call completed", "August 16, 2026 at 3:00 PM · Renewal timeline reviewed with Jordan Lee")
+activityThree = ListItem("Email opened", "August 15, 2026 at 9:18 AM · Security documentation viewed")
+activityFour = ListItem("Meeting held", "August 12, 2026 at 1:30 PM · Product roadmap discussion with buying committee")
+contactsHeading = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactEmail])
+contactName = Col("Contact", ["Jordan Lee", "Priya Raman", "Evan Brooks"])
+contactRole = Col("Role", ["Economic buyer · VP Operations", "Champion · Director of Analytics", "Technical evaluator · Security Lead"])
+contactEmail = Col("Email", ["jordan.lee@northstar.example", "priya.raman@northstar.example", "evan.brooks@northstar.example"])
+followupsHeading = Heading("Open follow-ups", "h2")
+followupsTable = Table([followupTask, followupOwner, followupDue])
+followupTask = Col("Follow-up", ["Send final order form", "Confirm security approval", "Schedule renewal review"])
+followupOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+followupDue = Col("Due date", ["August 20, 2026", "August 22, 2026", "August 25, 2026"])
+noteHeading = Heading("Jot a note", "h2")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("Note", noteInput, "Saved to the account activity timeline")
+noteInput = TextArea("note", "Add context, an update, or an internal reminder…", 4)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callHeading = Heading("Log a call", "h2")
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callOutcomeField, callSummaryField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callContactJordan, callContactPriya, callContactEvan], "Choose a contact")
+callContactJordan = SelectItem("jordan-lee", "Jordan Lee")
+callContactPriya = SelectItem("priya-raman", "Priya Raman")
+callContactEvan = SelectItem("evan-brooks", "Evan Brooks")
+callDateField = FormControl("Call date", callDate)
+callDate = DatePicker("call_date", "single")
+callOutcomeField = FormControl("Outcome", callOutcome)
+callOutcome = Select("call_outcome", [outcomeConnected, outcomeVoicemail, outcomeNoAnswer, outcomeRescheduled], "Select an outcome")
+outcomeConnected = SelectItem("connected", "Connected")
+outcomeVoicemail = SelectItem("voicemail", "Left voicemail")
+outcomeNoAnswer = SelectItem("no-answer", "No answer")
+outcomeRescheduled = SelectItem("rescheduled", "Rescheduled")
+callSummaryField = FormControl("Call notes", callSummary)
+callSummary = TextArea("call_summary", "Summarize the discussion and next steps…", 4)
+callButtons = Buttons([logCallButton])
+logCallButton = Button("Log call", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..020ba42ce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r1.txt
@@ -0,0 +1,21 @@
+root = Card([header, monthForm, kpis, expenseSection, expenseChart, transactionSection, transactionTable, downloadActions], "card", "column", "l")
+header = CardHeader("Month-end finance", "July 2026 • Preliminary close")
+monthForm = Form("finance-month", monthButtons, [monthField])
+monthField = FormControl("Reporting month", monthPicker, "Choose another month to refresh this view")
+monthPicker = DatePicker("reporting_month", "single", [], ["2026-07-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View month", null, "primary")
+kpis = Table([metricColumn, valueColumn])
+metricColumn = Col("Metric", ["Cash on hand", "Monthly burn", "Runway"])
+valueColumn = Col("Value", ["$1,842,600", "$214,300", "8.6 months"])
+expenseSection = Heading("Expenses by category", "h2")
+expenseChart = BarChart(["Payroll", "Cloud & software", "Marketing", "Professional services", "Office & operations"], [expenseSeries], "grouped", "Category", "USD")
+expenseSeries = Series("July expenses", [128400, 32700, 24100, 18600, 10500])
+transactionSection = CardHeader("Transactions above $10,000", "This month • 6 transactions")
+transactionTable = Table([dateColumn, vendorColumn, categoryColumn, amountColumn])
+dateColumn = Col("Date", ["Jul 2", "Jul 5", "Jul 10", "Jul 16", "Jul 22", "Jul 29"])
+vendorColumn = Col("Vendor", ["Gusto Payroll", "AWS", "Northstar Media", "Gusto Payroll", "Wilson Legal LLP", "AWS"])
+categoryColumn = Col("Category", ["Payroll", "Cloud & software", "Marketing", "Payroll", "Professional services", "Cloud & software"])
+amountColumn = Col("Amount", ["$64,200", "$16,480", "$14,750", "$64,200", "$12,900", "$11,240"])
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download July statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..ae1e6d6f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, monthForm, kpis, expenseSection, expenseChart, transactionSection, transactionTable, actions], "card", "column", "l")
+header = CardHeader("Month-end finance", "July 2026 · Preliminary close")
+monthForm = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("Reporting month", monthPicker, "Choose another month to refresh this view")
+monthPicker = DatePicker("reporting_month", "single", [], ["2026-07-01"])
+monthButtons = Buttons([viewButton])
+viewButton = Button("View month", null, "primary")
+kpis = Table([metricColumn, valueColumn])
+metricColumn = Col("Metric", ["Cash on hand", "Monthly burn", "Runway"])
+valueColumn = Col("Value", ["$1,842,600", "$214,300", "8.6 months"])
+expenseSection = CardHeader("Expenses by category", "Total operating expenses: $214,300")
+expenseChart = PieChart(["Payroll & benefits", "Cloud infrastructure", "Marketing", "Professional services", "Office & operations", "Software"], [118400, 32700, 24100, 16800, 12300, 10000], "donut", "circular")
+transactionSection = CardHeader("Transactions above $10,000", "Posted during July 2026")
+transactionTable = Table([dateColumn, merchantColumn, categoryColumn, amountColumn])
+dateColumn = Col("Date", ["Jul 03", "Jul 08", "Jul 15", "Jul 22", "Jul 29"])
+merchantColumn = Col("Merchant", ["Gusto Payroll", "AWS", "Northstar Media", "Gusto Payroll", "Wilson Legal LLP"])
+categoryColumn = Col("Category", ["Payroll & benefits", "Cloud infrastructure", "Marketing", "Payroll & benefits", "Professional services"])
+amountColumn = Col("Amount", ["$58,900", "$18,750", "$14,200", "$59,500", "$12,600"])
+actions = Buttons([downloadButton])
+downloadButton = Button("Download July statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..60914cfa7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r3.txt
@@ -0,0 +1,22 @@
+root = Card([header, monthForm, kpis, expenseHeader, expenseChart, transactionHeader, transactionTable, downloadActions], "card", "column", "l")
+header = CardHeader("Month-end finance", "July 2026 · Preliminary close")
+monthForm = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthPicker, "Choose any date in the month you want to review")
+monthPicker = DatePicker("report_month", "single", [], ["2026-07-31"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View month", null, "secondary")
+kpis = Table([metricColumn, valueColumn, contextColumn])
+metricColumn = Col("Metric", ["Cash on hand", "Monthly burn", "Runway"])
+valueColumn = Col("Value", ["$1,284,600", "$214,100", "6.0 months"])
+contextColumn = Col("Month-end context", ["As of Jul 31", "Net cash used in July", "Cash on hand ÷ monthly burn"])
+expenseHeader = Heading("Expenses by category", "h2")
+expenseChart = BarChart(["Payroll", "Cloud & software", "Marketing", "Professional services", "Office & operations"], [expenseSeries], "grouped", "Category", "USD")
+expenseSeries = Series("July expenses", [128400, 31400, 24600, 18700, 11000])
+transactionHeader = Heading("Transactions above $10,000", "h2")
+transactionTable = Table([dateColumn, vendorColumn, categoryColumn, amountColumn])
+dateColumn = Col("Date", ["Jul 03", "Jul 08", "Jul 15", "Jul 19", "Jul 26", "Jul 31"])
+vendorColumn = Col("Vendor", ["Gusto Payroll", "AWS", "Northstar Media", "Cooley LLP", "Gusto Payroll", "AWS"])
+categoryColumn = Col("Category", ["Payroll", "Cloud & software", "Marketing", "Professional services", "Payroll", "Cloud & software"])
+amountColumn = Col("Amount", ["$64,200", "$15,900", "$18,500", "$12,400", "$64,200", "$15,500"])
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download July statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..c2da41ac2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-finance__r4.txt
@@ -0,0 +1,29 @@
+root = Card([header, controls, metrics, expensesHeader, expensesChart, transactionsHeader, transactionsTable, note], "card", "column", "l")
+header = CardHeader("Month-end finance", "July 2026 · Preliminary close")
+controls = Card([monthForm, downloadActions], "sunk", "row", "m", "end", "between", true)
+monthForm = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("Reporting month", monthPicker, "Choose another month to refresh this view")
+monthPicker = DatePicker("reporting_month", "single", [], ["2026-07-01"])
+monthButtons = Buttons([viewButton])
+viewButton = Button("View month", null, "primary")
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download statement", null, "secondary")
+metrics = Card([cashMetric, burnMetric, runwayMetric], "clear", "row", "m", "stretch", "between", true)
+cashMetric = Card([cashLabel, cashValue], "sunk", "column", "xs")
+cashLabel = TextContent("Cash on hand", "small-heavy")
+cashValue = TextContent("$1,842,600", "large-heavy")
+burnMetric = Card([burnLabel, burnValue], "sunk", "column", "xs")
+burnLabel = TextContent("Monthly burn", "small-heavy")
+burnValue = TextContent("$286,400", "large-heavy")
+runwayMetric = Card([runwayLabel, runwayValue], "sunk", "column", "xs")
+runwayLabel = TextContent("Months of runway", "small-heavy")
+runwayValue = TextContent("6.4 months", "large-heavy")
+expensesHeader = CardHeader("Expenses by category", "Total operating expenses: $412,800")
+expensesChart = PieChart(["Payroll & benefits", "Cloud infrastructure", "Sales & marketing", "Professional services", "Office & operations", "Other"], [238400, 62400, 48100, 29700, 21600, 12600], "donut", "circular")
+transactionsHeader = CardHeader("Transactions above $10,000", "Posted during July 2026")
+transactionsTable = Table([dateColumn, vendorColumn, categoryColumn, amountColumn])
+dateColumn = Col("Date", ["Jul 03", "Jul 08", "Jul 12", "Jul 18", "Jul 24", "Jul 29"])
+vendorColumn = Col("Vendor", ["AWS", "Mercury Payroll", "Brightline Media", "Cooley LLP", "Datadog", "Mercury Payroll"])
+categoryColumn = Col("Category", ["Cloud infrastructure", "Payroll & benefits", "Sales & marketing", "Professional services", "Cloud infrastructure", "Payroll & benefits"])
+amountColumn = Col("Amount", ["$31,840", "$118,900", "$24,500", "$18,750", "$12,460", "$119,500"])
+note = Callout("info", "Runway basis", "Runway is calculated as cash on hand divided by July net burn. Figures are preliminary until the monthly close is finalized.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..bbe87928a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r1.txt
@@ -0,0 +1,52 @@
+root = Card([header, refreshed, metrics, delayed, searchForm, shipments, carrierHeading, carrierSplit, weeklyHeading, weeklyVolume, flagDialog], "card", "column", "l")
+header = CardHeader("Logistics Control Board", "Live shipment visibility and operating performance")
+refreshed = TextContent("Last refreshed: August 18, 2026 at 10:42 AM UTC", "small")
+metrics = Card([onTimeCard, costCard, transitCard], "sunk", "row", "l", "stretch", "between", true)
+onTimeCard = Card([onTimeLabel, onTimeValue, onTimeProgress], "clear", "column", "s")
+onTimeLabel = TextContent("On-time this month", "small-heavy")
+onTimeValue = TextContent("94.6%", "large-heavy")
+onTimeProgress = Progress(94.6, "Target: 95%")
+costCard = Card([costLabel, costValue, costNote], "clear", "column", "s")
+costLabel = TextContent("Average cost per shipment", "small-heavy")
+costValue = TextContent("$1,284", "large-heavy")
+costNote = TextContent("Month to date", "small")
+transitCard = Card([transitLabel, transitValue, transitNote], "clear", "column", "s")
+transitLabel = TextContent("Shipments in transit", "small-heavy")
+transitValue = TextContent("127", "large-heavy")
+transitNote = TextContent("8 require attention", "small")
+delayed = Alert("Delayed shipments", "8 shipments are behind schedule. Highest priority: SHP-4821 is 18 hours late en route from Chicago to Atlanta.", "warning")
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route such as Chicago → Atlanta")
+routeInput = Input("route", "Search origin or destination", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search routes", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+shipments = Card([shipmentsHeader, shipmentTable], "clear", "column", "m")
+shipmentsHeader = CardHeader("Shipments in transit", "Current priority movements")
+shipmentTable = Table([shipmentCol, originCol, destinationCol, etaCol, statusCol, actionCol])
+shipmentCol = Col("Shipment", ["SHP-4821", "SHP-4817", "SHP-4809", "SHP-4798", "SHP-4786", "SHP-4774"])
+originCol = Col("Origin", ["Chicago, IL", "Los Angeles, CA", "Dallas, TX", "Newark, NJ", "Seattle, WA", "Memphis, TN"])
+destinationCol = Col("Destination", ["Atlanta, GA", "Phoenix, AZ", "Denver, CO", "Boston, MA", "Portland, OR", "Miami, FL"])
+etaCol = Col("ETA", ["Aug 18, 4:30 PM", "Aug 18, 7:15 PM", "Aug 19, 9:00 AM", "Aug 19, 12:40 PM", "Aug 18, 2:20 PM", "Aug 20, 8:00 AM"])
+statusCol = Col("Status", ["Delayed · 18h", "On time", "At risk · weather", "On time", "Delayed · 3h", "On time"])
+actionCol = Col("Action", ["Flag SHP-4821", "Flag SHP-4817", "Flag SHP-4809", "Flag SHP-4798", "Flag SHP-4786", "Flag SHP-4774"], "action")
+carrierHeading = Heading("Volume split by carrier", "h2")
+carrierSplit = PieChart(["FedEx Freight", "UPS Supply Chain", "DHL", "XPO Logistics", "Other"], [34, 27, 18, 13, 8], "donut", "circular")
+weeklyHeading = Heading("Weekly shipment volume · past two months", "h2")
+weeklyVolume = BarChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [volumeSeries], "grouped", "Week starting", "Shipments")
+volumeSeries = Series("Shipment volume", [286, 312, 298, 341, 327, 365, 352, 379])
+flagDialog = DialogBlock("Flag a shipment", "Flag shipment for attention", "Create an operational flag for follow-up.", [flagForm], "destructive")
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField, notesField])
+shipmentField = FormControl("Shipment ID", shipmentInput)
+shipmentInput = Input("shipment_id", "SHP-4821", "text", ["required"])
+reasonField = FormControl("Reason", reasonSelect)
+reasonSelect = Select("flag_reason", [delayReason, damageReason, routeReason, otherReason], "Select a reason", ["required"])
+delayReason = SelectItem("delay", "Delay or missed ETA")
+damageReason = SelectItem("damage", "Damage concern")
+routeReason = SelectItem("route", "Route exception")
+otherReason = SelectItem("other", "Other")
+notesField = FormControl("Notes", notesInput, "Add context for the operations team")
+notesInput = TextArea("flag_notes", "Describe the issue and requested follow-up", 4)
+flagButtons = Buttons([flagButton, cancelFlagButton])
+flagButton = Button("Submit flag", null, "primary")
+cancelFlagButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..0f0425bf6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r2.txt
@@ -0,0 +1,46 @@
+root = Card([header, refreshBadge, kpis, delayedAlert, searchForm, shipmentsHeader, shipmentsTable, flagForm, analyticsHeader, carrierChart, weeklyChart], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live view of shipments, service levels, volume, and cost")
+refreshBadge = Badge("Last refreshed: Aug 18, 2026 at 10:42 AM UTC", "outline")
+kpis = Card([onTimeCard, costCard, transitCard], "sunk", "row", "m", "stretch", "between", true)
+onTimeCard = Card([onTimeHeading, onTimeProgress], "clear", "column", "s")
+onTimeHeading = TextContent("On-time this month: 94.2%", "large-heavy")
+onTimeProgress = Progress(94.2, "94.2% on time")
+costCard = Card([costLabel, costValue], "clear", "column", "xs")
+costLabel = TextContent("Average cost per shipment", "small")
+costValue = TextContent("$1,284", "large-heavy")
+transitCard = Card([transitLabel, transitValue], "clear", "column", "xs")
+transitLabel = TextContent("Shipments in transit", "small")
+transitValue = TextContent("128", "large-heavy")
+delayedAlert = Alert("3 delayed shipments need attention", "SHP-48219, SHP-48231, and SHP-48244 are currently beyond their planned milestones.", "warning")
+searchForm = Form("route-search", searchButtons, [originField, destinationField])
+originField = FormControl("Origin", originInput)
+originInput = Input("origin", "City, terminal, or code")
+destinationField = FormControl("Destination", destinationInput)
+destinationInput = Input("destination", "City, terminal, or code")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search route", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+shipmentsHeader = Heading("Shipments in transit", "h2")
+shipmentsTable = Table([shipmentIdCol, originCol, destinationCol, etaCol, statusCol])
+shipmentIdCol = Col("Shipment", ["SHP-48219", "SHP-48223", "SHP-48231", "SHP-48236", "SHP-48240", "SHP-48244"])
+originCol = Col("Origin", ["Los Angeles, CA", "Chicago, IL", "Savannah, GA", "Dallas, TX", "Newark, NJ", "Seattle, WA"])
+destinationCol = Col("Destination", ["Phoenix, AZ", "Columbus, OH", "Nashville, TN", "Denver, CO", "Boston, MA", "Portland, OR"])
+etaCol = Col("ETA", ["Aug 18, 4:30 PM", "Aug 19, 9:00 AM", "Aug 19, 2:15 PM", "Aug 20, 11:30 AM", "Aug 20, 5:45 PM", "Aug 21, 8:00 AM"])
+statusCol = Col("Status", ["Delayed — traffic", "On time", "Delayed — terminal hold", "On time", "On time", "Delayed — weather"])
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField])
+shipmentField = FormControl("Shipment to flag", shipmentSelect)
+shipmentSelect = Select("shipment_id", [shipmentOption1, shipmentOption2, shipmentOption3, shipmentOption4, shipmentOption5, shipmentOption6], "Select a shipment")
+shipmentOption1 = SelectItem("SHP-48219", "SHP-48219 — Los Angeles to Phoenix")
+shipmentOption2 = SelectItem("SHP-48223", "SHP-48223 — Chicago to Columbus")
+shipmentOption3 = SelectItem("SHP-48231", "SHP-48231 — Savannah to Nashville")
+shipmentOption4 = SelectItem("SHP-48236", "SHP-48236 — Dallas to Denver")
+shipmentOption5 = SelectItem("SHP-48240", "SHP-48240 — Newark to Boston")
+shipmentOption6 = SelectItem("SHP-48244", "SHP-48244 — Seattle to Portland")
+reasonField = FormControl("Flag reason", reasonInput, "Add a short note for the operations team")
+reasonInput = TextArea("flag_reason", "Describe the issue or follow-up needed", 3)
+flagButtons = Buttons([flagButton])
+flagButton = Button("Flag shipment", null, "primary")
+analyticsHeader = Heading("Volume analytics", "h2")
+carrierChart = PieChart(["NorthStar Freight", "BlueLine Logistics", "Atlas Transport", "RapidHaul"], [38, 27, 21, 14], "donut", "circular")
+weeklyChart = LineChart(["Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10"], [weeklySeries], "natural", "Week starting", "Shipments")
+weeklySeries = Series("Weekly volume", [214, 228, 221, 247, 259, 251, 276, 268])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..f0195fe71
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r3.txt
@@ -0,0 +1,47 @@
+root = Card([header, refreshed, kpis, delayed, searchForm, shipmentsHeader, shipmentsTable, flagDialog, analyticsHeader, carrierChart, weeklyChart], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live shipment operations and monthly performance")
+refreshed = TextContent("Last refreshed: August 18, 2026 at 10:42 AM UTC", "small")
+kpis = Card([onTimeCard, costCard], "sunk", "row", "l", "stretch", "between", true)
+onTimeCard = Card([onTimeLabel, onTimeProgress], "clear", "column", "s")
+onTimeLabel = TextContent("On-time this month: **94.2%**", "large-heavy")
+onTimeProgress = Progress(94.2, "94.2% on time")
+costCard = Card([costLabel, costValue], "clear", "column", "s")
+costLabel = TextContent("Average cost per shipment", "small-heavy")
+costValue = TextContent("$1,284", "large-heavy")
+delayed = Alert("3 delayed shipments require attention", "SHP-4821: weather disruption near Denver · SHP-4798: customs hold in Toronto · SHP-4774: terminal congestion in Long Beach", "warning")
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route such as Chicago → Atlanta")
+routeInput = Input("route", "Search origin or destination", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search routes", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+shipmentsHeader = Heading("Shipments in transit", "h2")
+shipmentsTable = Table([shipmentCol, originCol, destinationCol, etaCol, statusCol])
+shipmentCol = Col("Shipment", ["SHP-4835", "SHP-4832", "SHP-4829", "SHP-4821", "SHP-4816", "SHP-4807", "SHP-4798", "SHP-4774"])
+originCol = Col("Origin", ["Chicago, IL", "Dallas, TX", "Seattle, WA", "Denver, CO", "Atlanta, GA", "Phoenix, AZ", "Toronto, ON", "Long Beach, CA"])
+destinationCol = Col("Destination", ["Atlanta, GA", "Phoenix, AZ", "Portland, OR", "Kansas City, MO", "Miami, FL", "Las Vegas, NV", "Newark, NJ", "Salt Lake City, UT"])
+etaCol = Col("ETA", ["Aug 18, 2:30 PM", "Aug 18, 5:10 PM", "Aug 18, 6:45 PM", "Aug 19, 9:20 AM", "Aug 19, 11:00 AM", "Aug 19, 3:40 PM", "Aug 20, 8:15 AM", "Aug 20, 4:30 PM"])
+statusCol = Col("Status", ["On time", "On time", "Arriving early", "Delayed", "On time", "On time", "Delayed", "Delayed"])
+flagDialog = DialogBlock("Flag a shipment", "Flag shipment for follow-up", "Select a shipment and explain why it needs attention.", [flagForm], "outline")
+flagForm = Form("flag-shipment", flagButtons, [shipmentField, reasonField, notesField])
+shipmentField = FormControl("Shipment", shipmentSelect)
+shipmentSelect = Select("shipment_id", [shipment4821, shipment4798, shipment4774, shipmentOther], "Choose a shipment")
+shipment4821 = SelectItem("SHP-4821", "SHP-4821 · Denver → Kansas City")
+shipment4798 = SelectItem("SHP-4798", "SHP-4798 · Toronto → Newark")
+shipment4774 = SelectItem("SHP-4774", "SHP-4774 · Long Beach → Salt Lake City")
+shipmentOther = SelectItem("other", "Another shipment")
+reasonField = FormControl("Reason", reasonSelect)
+reasonSelect = Select("flag_reason", [reasonDelay, reasonDamage, reasonDocs, reasonOther], "Choose a reason")
+reasonDelay = SelectItem("delay-risk", "Delay risk")
+reasonDamage = SelectItem("damage", "Possible damage")
+reasonDocs = SelectItem("documentation", "Documentation issue")
+reasonOther = SelectItem("other", "Other")
+notesField = FormControl("Notes", notesInput, "Include the owner or next action if known")
+notesInput = TextArea("notes", "Describe the issue and required follow-up", 4)
+flagButtons = Buttons([flagButton, cancelFlagButton])
+flagButton = Button("Submit flag", null, "primary")
+cancelFlagButton = Button("Cancel", null, "tertiary")
+analyticsHeader = Heading("Volume analytics", "h2")
+carrierChart = PieChart(["NorthStar Freight", "RapidLine Logistics", "BlueRail Transport", "Atlas Parcel"], [38, 27, 21, 14], "donut", "circular")
+weeklyChart = BarChart(["Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10"], [weeklySeries], "grouped", "Week starting", "Shipments")
+weeklySeries = Series("Weekly volume", [412, 438, 401, 467, 492, 476, 518, 536])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..51aaa8b34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-freight__r4.txt
@@ -0,0 +1,47 @@
+root = Card([header, refreshed, metrics, delayed, searchForm, shipmentsHeader, shipments, flagForm, analytics], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "In-transit operations and carrier performance")
+refreshed = TextContent("Last refreshed: August 18, 2026 at 09:42 UTC", "small")
+metrics = Card([onTimeCard, costCard], "sunk", "row", "l", "stretch", "between", true)
+onTimeCard = Card([onTimeLabel, onTimeValue, onTimeProgress], "clear", "column", "s")
+onTimeLabel = TextContent("On-time this month", "small-heavy")
+onTimeValue = TextContent("94.2%", "large-heavy")
+onTimeProgress = Progress(94.2, "Target: 95%")
+costCard = Card([costLabel, costValue, costDetail], "clear", "column", "s")
+costLabel = TextContent("Average cost per shipment", "small-heavy")
+costValue = TextContent("$1,284", "large-heavy")
+costDetail = TextContent("Across 1,146 shipments this month", "small")
+delayed = Alert("3 delayed shipments require attention", "SHP-10482, SHP-10501, and SHP-10518 are behind schedule. Review the in-transit table and flag shipments requiring escalation.", "warning")
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, city pair, or shipment ID")
+routeInput = Input("route", "Example: Chicago to Dallas", "text")
+searchButtons = Buttons([searchButton, clearButton])
+searchButton = Button("Search routes", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+shipmentsHeader = Heading("Shipments in transit", "h2")
+shipments = Table([shipmentId, origin, destination, eta, status])
+shipmentId = Col("Shipment", ["SHP-10471", "SHP-10476", "SHP-10482", "SHP-10489", "SHP-10494", "SHP-10501", "SHP-10507", "SHP-10518"])
+origin = Col("Origin", ["Chicago, IL", "Los Angeles, CA", "Newark, NJ", "Dallas, TX", "Seattle, WA", "Atlanta, GA", "Denver, CO", "Miami, FL"])
+destination = Col("Destination", ["Dallas, TX", "Phoenix, AZ", "Boston, MA", "Nashville, TN", "Portland, OR", "Charlotte, NC", "Salt Lake City, UT", "Orlando, FL"])
+eta = Col("ETA", ["Aug 18, 14:30", "Aug 18, 16:10", "Aug 18, 18:45", "Aug 19, 09:00", "Aug 19, 11:20", "Aug 19, 15:40", "Aug 20, 08:15", "Aug 20, 13:30"])
+status = Col("Status", ["On time", "On time", "Delayed 3h", "On time", "Arriving early", "Delayed 5h", "On time", "Delayed 2h"])
+flagForm = Form("flag-shipment", flagButtons, [flagShipmentField, flagReasonField])
+flagShipmentField = FormControl("Flag a shipment", flagShipmentSelect, "Select an in-transit shipment for coordinator review")
+flagShipmentSelect = Select("shipment_id", [flag10471, flag10476, flag10482, flag10489, flag10494, flag10501, flag10507, flag10518], "Choose shipment")
+flag10471 = SelectItem("SHP-10471", "SHP-10471 — Chicago to Dallas")
+flag10476 = SelectItem("SHP-10476", "SHP-10476 — Los Angeles to Phoenix")
+flag10482 = SelectItem("SHP-10482", "SHP-10482 — Newark to Boston — Delayed")
+flag10489 = SelectItem("SHP-10489", "SHP-10489 — Dallas to Nashville")
+flag10494 = SelectItem("SHP-10494", "SHP-10494 — Seattle to Portland")
+flag10501 = SelectItem("SHP-10501", "SHP-10501 — Atlanta to Charlotte — Delayed")
+flag10507 = SelectItem("SHP-10507", "SHP-10507 — Denver to Salt Lake City")
+flag10518 = SelectItem("SHP-10518", "SHP-10518 — Miami to Orlando — Delayed")
+flagReasonField = FormControl("Reason", flagReason, "Briefly explain why this shipment needs attention")
+flagReason = TextArea("flag_reason", "Example: Contact carrier and escalate revised ETA", 3)
+flagButtons = Buttons([flagButton])
+flagButton = Button("Flag shipment", null, "primary")
+analytics = Card([carrierHeader, carrierSplit, weeklyHeader, weeklyVolume], "clear", "column", "m")
+carrierHeader = Heading("Volume split by carrier", "h2")
+carrierSplit = PieChart(["UPS Freight", "FedEx Freight", "XPO Logistics", "Old Dominion", "DHL"], [31, 26, 18, 15, 10], "donut", "circular")
+weeklyHeader = Heading("Weekly volume — past two months", "h2")
+weeklyVolume = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [volumeSeries], "natural", "Week starting", "Shipments")
+volumeSeries = Series("Shipment volume", [238, 251, 244, 269, 281, 276, 302, 294])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..c28e4ef48
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r1.txt
@@ -0,0 +1,74 @@
+root = Card([header, kpis, mainGrid, openRoleDialog], "card", "column", "l")
+header = CardHeader("Hiring overview", "Workforce and recruiting snapshot • August 18, 2026")
+kpis = Card([headcountCard, openRolesCard, timeToHireCard, interviewsCard], "clear", "row", "m", "stretch", "between", true)
+headcountCard = Card([headcountLabel, headcountValue, headcountNote], "sunk", "column", "xs")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("428", "large-heavy")
+headcountNote = TextContent("↑ 12 since January", "small")
+openRolesCard = Card([openRolesLabel, openRolesValue, openRolesNote], "sunk", "column", "xs")
+openRolesLabel = TextContent("Open roles", "small-heavy")
+openRolesValue = TextContent("12", "large-heavy")
+openRolesNote = TextContent("Across 6 departments", "small")
+timeToHireCard = Card([timeToHireLabel, timeToHireValue, timeToHireNote], "sunk", "column", "xs")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("31 days", "large-heavy")
+timeToHireNote = TextContent("↓ 4 days vs. last quarter", "small")
+interviewsCard = Card([interviewsLabel, interviewsValue, interviewsNote], "sunk", "column", "xs")
+interviewsLabel = TextContent("Interviews this week", "small-heavy")
+interviewsValue = TextContent("18", "large-heavy")
+interviewsNote = TextContent("7 panel • 11 individual", "small")
+mainGrid = Card([rolesSection, pipelineSection, departmentSection, interviewsSection, attritionSection], "clear", "column", "l")
+rolesSection = Card([rolesHeader, rolesTable], "card", "column", "m")
+rolesHeader = CardHeader("Open roles", "Active requisitions by department")
+rolesTable = Table([roleCol, departmentCol, openingsCol, ageCol])
+roleCol = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "People Operations Partner", "Customer Success Manager", "Security Engineer", "Financial Analyst"])
+departmentCol = Col("Department", ["Engineering", "Product", "Sales", "Data", "People", "Customer Success", "Engineering", "Finance"])
+openingsCol = Col("Openings", [2, 1, 2, 1, 1, 2, 1, 2], "number")
+ageCol = Col("Days open", [24, 17, 33, 12, 8, 29, 41, 15], "number")
+pipelineSection = Card([pipelineHeader, pipelineChart], "card", "column", "m")
+pipelineHeader = CardHeader("Candidate pipeline", "Active candidates at each stage")
+pipelineChart = BarChart(["Applied", "Screening", "Hiring manager", "Interview", "Offer"], [candidateSeries], "grouped", "Pipeline stage", "Candidates")
+candidateSeries = Series("Candidates", [186, 74, 39, 22, 7])
+departmentSection = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = CardHeader("Headcount by department", "Current employees: 428")
+departmentChart = HorizontalBarChart(["Engineering", "Sales", "Customer Success", "Product", "Operations", "Marketing", "Finance", "People"], [headcountSeries], "grouped", "Employees", "Department")
+headcountSeries = Series("Headcount", [124, 82, 61, 48, 39, 31, 23, 20])
+interviewsSection = Card([interviewsHeader, interviewsTable], "card", "column", "m")
+interviewsHeader = CardHeader("Interviews scheduled this week", "18 interviews across five business days")
+interviewsTable = Table([dayCol, interviewCountCol, interviewTypeCol])
+dayCol = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"])
+interviewCountCol = Col("Interviews", [3, 5, 4, 4, 2], "number")
+interviewTypeCol = Col("Schedule", ["2 individual • 1 panel", "3 individual • 2 panel", "3 individual • 1 panel", "2 individual • 2 panel", "1 individual • 1 panel"])
+attritionSection = Card([attritionHeader, attritionChart, attritionNote], "card", "column", "m")
+attritionHeader = CardHeader("Attrition trend", "Voluntary and involuntary departures over the past six months")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [5, 7, 4, 8, 6, 5])
+attritionNote = TextContent("Six-month total: 35 departures • Average monthly attrition: 1.4%", "small")
+openRoleDialog = DialogBlock("Open a new role", "Create a job requisition", "Enter the core details for the new opening.", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [titleField, newDepartmentField, locationField, employmentField, openingsField, targetDateField])
+titleField = FormControl("Job title", titleInput)
+titleInput = Input("job_title", "e.g. Senior Product Manager", "text", ["required"])
+newDepartmentField = FormControl("Department", departmentSelect)
+departmentSelect = Select("department", [engineeringOption, productOption, salesOption, marketingOption, peopleOption, financeOption, operationsOption, successOption], "Select a department", ["required"])
+engineeringOption = SelectItem("engineering", "Engineering")
+productOption = SelectItem("product", "Product")
+salesOption = SelectItem("sales", "Sales")
+marketingOption = SelectItem("marketing", "Marketing")
+peopleOption = SelectItem("people", "People")
+financeOption = SelectItem("finance", "Finance")
+operationsOption = SelectItem("operations", "Operations")
+successOption = SelectItem("customer-success", "Customer Success")
+locationField = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. New York or Remote", "text", ["required"])
+employmentField = FormControl("Employment type", employmentSelect)
+employmentSelect = Select("employment_type", [fullTimeOption, partTimeOption, contractOption], "Select employment type", ["required"])
+fullTimeOption = SelectItem("full-time", "Full-time")
+partTimeOption = SelectItem("part-time", "Part-time")
+contractOption = SelectItem("contract", "Contract")
+openingsField = FormControl("Number of openings", openingsInput)
+openingsInput = Input("openings", "1", "number", ["required"])
+targetDateField = FormControl("Target start date", targetDatePicker)
+targetDatePicker = DatePicker("target_start_date", "single", ["required"])
+newRoleButtons = Buttons([createRoleButton, cancelRoleButton])
+createRoleButton = Button("Create role", null, "primary")
+cancelRoleButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..02c9ffed0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r2.txt
@@ -0,0 +1,72 @@
+root = Card([header, metrics, rolesSection, pipelineSection, departmentSection, activitySection, attritionSection, newRoleDialog], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce and recruiting snapshot • August 18, 2026")
+metrics = Card([headcountCard, timeToHireCard, openRolesCard, interviewsCard], "clear", "row", "m", "stretch", "between", true)
+headcountCard = Card([headcountLabel, headcountValue], "sunk", "column", "xs")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("428 employees", "large-heavy")
+timeToHireCard = Card([timeToHireLabel, timeToHireValue], "sunk", "column", "xs")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("31 days", "large-heavy")
+openRolesCard = Card([openRolesLabel, openRolesValue], "sunk", "column", "xs")
+openRolesLabel = TextContent("Open roles", "small-heavy")
+openRolesValue = TextContent("12 positions", "large-heavy")
+interviewsCard = Card([interviewsLabel, interviewsValue], "sunk", "column", "xs")
+interviewsLabel = TextContent("Interviews this week", "small-heavy")
+interviewsValue = TextContent("18 scheduled", "large-heavy")
+rolesSection = Card([rolesHeader, rolesTable], "clear", "column", "m")
+rolesHeader = CardHeader("Open roles", "Active requisitions by department")
+rolesTable = Table([roleColumn, departmentColumn, openingsColumn, ageColumn])
+roleColumn = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "People Operations Partner", "Data Analyst", "Customer Success Manager"])
+departmentColumn = Col("Department", ["Engineering", "Product", "Sales", "People", "Finance", "Customer Success"])
+openingsColumn = Col("Openings", [3, 1, 3, 1, 2, 2], "number")
+ageColumn = Col("Days open", [24, 17, 35, 12, 29, 20], "number")
+pipelineSection = Card([pipelineHeader, pipelineChart], "clear", "column", "m")
+pipelineHeader = CardHeader("Candidate pipeline", "Active candidates at each stage")
+pipelineChart = HorizontalBarChart(["Applied", "Recruiter screen", "Hiring manager", "Technical or case", "Onsite panel", "Offer"], [candidateSeries], "grouped", "Candidates", "Stage")
+candidateSeries = Series("Candidates", [146, 58, 31, 22, 14, 6])
+departmentSection = Card([departmentHeader, departmentChart], "clear", "column", "m")
+departmentHeader = CardHeader("Headcount by department", "Current workforce distribution")
+departmentChart = BarChart(["Engineering", "Sales", "Operations", "Customer Success", "Product", "Finance", "Marketing", "People"], [headcountSeries], "grouped", "Department", "Employees")
+headcountSeries = Series("Headcount", [132, 76, 58, 52, 41, 28, 25, 16])
+activitySection = Card([interviewHeader, interviewTable], "clear", "column", "m")
+interviewHeader = CardHeader("Interviews scheduled this week", "18 interviews across five weekdays")
+interviewTable = Table([dayColumn, interviewCountColumn, focusColumn])
+dayColumn = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"])
+interviewCountColumn = Col("Interviews", [3, 5, 4, 4, 2], "number")
+focusColumn = Col("Primary focus", ["Engineering", "Sales", "Product & Design", "Customer Success", "Finance & People"])
+attritionSection = Card([attritionHeader, attritionChart, attritionNote], "clear", "column", "m")
+attritionHeader = CardHeader("Attrition trend", "Monthly voluntary and involuntary departures over the past six months")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [voluntarySeries, involuntarySeries], "natural", "Month", "Departures")
+voluntarySeries = Series("Voluntary", [5, 7, 6, 8, 5, 4])
+involuntarySeries = Series("Involuntary", [1, 2, 1, 2, 1, 1])
+attritionNote = TextCallout("info", "Six-month attrition", "43 total departures, averaging 7.2 per month.")
+newRoleDialog = DialogBlock("Open a new role", "Create a new role", "Enter the requisition details to start the approval process.", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [titleField, departmentField, locationField, employmentField, openingsField, targetDateField, descriptionField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("role_title", "e.g. Senior Product Manager", "text", ["required"])
+departmentField = FormControl("Department", departmentSelect)
+departmentSelect = Select("department", [engineeringOption, productOption, salesOption, marketingOption, financeOption, peopleOption, operationsOption, successOption], "Select a department", ["required"])
+engineeringOption = SelectItem("engineering", "Engineering")
+productOption = SelectItem("product", "Product")
+salesOption = SelectItem("sales", "Sales")
+marketingOption = SelectItem("marketing", "Marketing")
+financeOption = SelectItem("finance", "Finance")
+peopleOption = SelectItem("people", "People")
+operationsOption = SelectItem("operations", "Operations")
+successOption = SelectItem("customer-success", "Customer Success")
+locationField = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. New York or Remote", "text", ["required"])
+employmentField = FormControl("Employment type", employmentSelect)
+employmentSelect = Select("employment_type", [fullTimeOption, partTimeOption, contractOption], "Select employment type", ["required"])
+fullTimeOption = SelectItem("full-time", "Full-time")
+partTimeOption = SelectItem("part-time", "Part-time")
+contractOption = SelectItem("contract", "Contract")
+openingsField = FormControl("Number of openings", openingsInput)
+openingsInput = Input("number_of_openings", "1", "number", ["required"])
+targetDateField = FormControl("Target start date", targetDatePicker)
+targetDatePicker = DatePicker("target_start_date", "single", ["required"])
+descriptionField = FormControl("Role summary", descriptionInput, "Include the role's purpose and key responsibilities.")
+descriptionInput = TextArea("role_summary", "Describe the role and hiring need", 5, ["required"])
+newRoleButtons = Buttons([createRoleButton, cancelRoleButton])
+createRoleButton = Button("Submit for approval", null, "primary")
+cancelRoleButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..fe65a29fc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r3.txt
@@ -0,0 +1,58 @@
+root = Card([header, kpis, mainRow, lowerRow, attritionChart, newRoleDialog], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce and recruiting snapshot • August 18, 2026")
+kpis = Card([headcountCard, timeToHireCard, interviewsCard], "clear", "row", "m", "stretch", "between", true)
+headcountCard = Card([headcountLabel, headcountValue, headcountNote], "sunk", "column", "xs")
+headcountLabel = TextContent("CURRENT HEADCOUNT", "small-heavy")
+headcountValue = TextContent("428", "large-heavy")
+headcountNote = TextContent("↑ 12 since January", "small")
+timeToHireCard = Card([timeLabel, timeValue, timeNote], "sunk", "column", "xs")
+timeLabel = TextContent("AVERAGE TIME TO HIRE", "small-heavy")
+timeValue = TextContent("31 days", "large-heavy")
+timeNote = TextContent("3 days faster than last quarter", "small")
+interviewsCard = Card([interviewsLabel, interviewsValue, interviewsNote], "sunk", "column", "xs")
+interviewsLabel = TextContent("INTERVIEWS THIS WEEK", "small-heavy")
+interviewsValue = TextContent("24", "large-heavy")
+interviewsNote = TextContent("9 hiring panels scheduled", "small")
+mainRow = Card([rolesSection, pipelineSection], "clear", "row", "l", "stretch", "between", true)
+rolesSection = Card([rolesHeader, rolesTable], "sunk", "column", "m")
+rolesHeader = CardHeader("Open Roles", "18 openings across six departments")
+rolesTable = Table([roleCol, departmentCol, openingsCol])
+roleCol = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "People Operations Partner", "Financial Analyst", "Customer Success Manager"])
+departmentCol = Col("Department", ["Engineering", "Product", "Sales", "People", "Finance", "Customer Success"])
+openingsCol = Col("Openings", [5, 2, 4, 1, 2, 4], "number")
+pipelineSection = Card([pipelineHeader, pipelineChart], "sunk", "column", "m")
+pipelineHeader = CardHeader("Candidate Pipeline", "147 active candidates")
+pipelineChart = HorizontalBarChart(["Applied", "Recruiter screen", "Hiring manager", "Interview", "Offer"], [candidateSeries], "grouped", "Candidates", "Stage")
+candidateSeries = Series("Candidates", [72, 31, 20, 16, 8])
+lowerRow = Card([departmentSection, scheduleSection], "clear", "row", "l", "stretch", "between", true)
+departmentSection = Card([departmentHeader, departmentChart], "sunk", "column", "m")
+departmentHeader = CardHeader("Headcount by Department", "428 total employees")
+departmentChart = PieChart(["Engineering", "Sales", "Customer Success", "Product", "Operations", "People & Finance"], [142, 92, 68, 51, 42, 33], "donut", "circular")
+scheduleSection = Card([scheduleHeader, scheduleList], "sunk", "column", "m")
+scheduleHeader = CardHeader("Interviews Scheduled This Week", "24 interviews • next key sessions")
+scheduleList = ListBlock([interviewOne, interviewTwo, interviewThree, interviewFour], "number")
+interviewOne = ListItem("Senior Backend Engineer", "Tue 10:00 AM • Technical panel • 4 candidates")
+interviewTwo = ListItem("Account Executive", "Wed 1:30 PM • Hiring manager • 3 candidates")
+interviewThree = ListItem("Product Designer", "Thu 11:00 AM • Portfolio review • 2 candidates")
+interviewFour = ListItem("Customer Success Manager", "Fri 2:00 PM • Final panel • 3 candidates")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Attrition rate (%)")
+attritionSeries = Series("Monthly attrition", [1.4, 1.2, 1.7, 1.5, 1.1, 1.3])
+newRoleDialog = DialogBlock("Open a new role", "Create a new role", "Enter the role details to start the approval workflow.", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [titleField, departmentField, openingsField, descriptionField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("role_title", "e.g. Senior Data Analyst", "text", ["required"])
+departmentField = FormControl("Department", departmentSelect)
+departmentSelect = Select("department", [engineeringOption, productOption, salesOption, successOption, peopleOption, financeOption], "Select a department", ["required"])
+engineeringOption = SelectItem("engineering", "Engineering")
+productOption = SelectItem("product", "Product")
+salesOption = SelectItem("sales", "Sales")
+successOption = SelectItem("customer-success", "Customer Success")
+peopleOption = SelectItem("people", "People")
+financeOption = SelectItem("finance", "Finance")
+openingsField = FormControl("Number of openings", openingsInput)
+openingsInput = Input("opening_count", "1", "number", ["required"])
+descriptionField = FormControl("Role summary", descriptionInput, "Include the role's scope and key requirements.")
+descriptionInput = TextArea("role_summary", "Describe the role", 4, ["required"])
+newRoleButtons = Buttons([createRoleButton, cancelRoleButton])
+createRoleButton = Button("Submit for approval", null, "primary")
+cancelRoleButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..54740918e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-hr__r4.txt
@@ -0,0 +1,69 @@
+root = Card([header, kpis, rolesSection, pipelineSection, departmentSection, interviewsSection, attritionSection, openRoleDialog], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce and recruiting snapshot • August 18, 2026")
+kpis = Card([headcountCard, openRolesCard, timeToHireCard, interviewsCard], "sunk", "row", "m", "stretch", "between", true)
+headcountCard = Card([headcountLabel, headcountValue], "clear", "column", "xs")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("428", "large-heavy")
+openRolesCard = Card([openRolesLabel, openRolesValue], "clear", "column", "xs")
+openRolesLabel = TextContent("Open roles", "small-heavy")
+openRolesValue = TextContent("8", "large-heavy")
+timeToHireCard = Card([timeToHireLabel, timeToHireValue], "clear", "column", "xs")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("32 days", "large-heavy")
+interviewsCard = Card([interviewsLabel, interviewsValue], "clear", "column", "xs")
+interviewsLabel = TextContent("Interviews this week", "small-heavy")
+interviewsValue = TextContent("12", "large-heavy")
+rolesSection = Card([rolesHeader, rolesTable], "clear", "column", "m")
+rolesHeader = CardHeader("Open roles", "Active requisitions by department")
+rolesTable = Table([roleColumn, departmentColumn, openingsColumn, statusColumn])
+roleColumn = Col("Role", ["Senior Backend Engineer", "Product Designer", "Account Executive", "Data Analyst", "People Operations Partner", "Customer Success Manager", "Security Engineer", "Financial Analyst"])
+departmentColumn = Col("Department", ["Engineering", "Product & Design", "Sales", "Data", "People", "Customer Success", "Engineering", "Finance"])
+openingsColumn = Col("Openings", [2, 1, 2, 1, 1, 1, 1, 1], "number")
+statusColumn = Col("Status", ["Interviewing", "Sourcing", "Interviewing", "Screening", "Sourcing", "Offer", "Screening", "Sourcing"])
+pipelineSection = Card([pipelineHeader, pipelineChart], "clear", "column", "m")
+pipelineHeader = CardHeader("Candidate pipeline", "Active candidates at each stage")
+pipelineChart = HorizontalBarChart(["Applied", "Recruiter screen", "Hiring manager", "Technical or case", "On-site", "Offer"], [pipelineSeries], "grouped", "Candidates", "Stage")
+pipelineSeries = Series("Candidates", [146, 58, 31, 22, 14, 6])
+departmentSection = Card([departmentHeader, departmentChart], "clear", "column", "m")
+departmentHeader = CardHeader("Headcount by department", "Current employees")
+departmentChart = BarChart(["Engineering", "Sales", "Customer Success", "Product & Design", "Operations", "Finance", "People", "Marketing"], [departmentSeries], "grouped", "Department", "Employees")
+departmentSeries = Series("Headcount", [132, 76, 61, 48, 36, 27, 25, 23])
+interviewsSection = Card([interviewsHeader, interviewsTable], "clear", "column", "m")
+interviewsHeader = CardHeader("Interviews scheduled this week", "12 interviews across 8 open roles")
+interviewsTable = Table([dayColumn, interviewCountColumn, interviewFocusColumn])
+dayColumn = Col("Day", ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"])
+interviewCountColumn = Col("Interviews", [2, 3, 3, 2, 2], "number")
+interviewFocusColumn = Col("Primary focus", ["Engineering", "Sales", "Engineering & Data", "People & Finance", "Product & Customer Success"])
+attritionSection = Card([attritionHeader, attritionChart, attritionNote], "clear", "column", "m")
+attritionHeader = CardHeader("Attrition trend", "Monthly departures over the past six months")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Departures", [5, 7, 6, 9, 8, 6])
+attritionNote = TextContent("Six-month average: 6.8 departures per month.", "small")
+openRoleDialog = DialogBlock("Open a new role", "Create a new role", "Enter the requisition details to begin the approval process.", [roleForm], "default")
+roleForm = Form("new-role", roleFormButtons, [titleField, roleDepartmentField, locationField, employmentField, openingsField, roleDescriptionField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("role_title", "e.g. Senior Product Manager")
+roleDepartmentField = FormControl("Department", roleDepartmentSelect)
+roleDepartmentSelect = Select("department", [engineeringOption, productOption, salesOption, successOption, marketingOption, operationsOption, financeOption, peopleOption], "Select a department")
+engineeringOption = SelectItem("engineering", "Engineering")
+productOption = SelectItem("product-design", "Product & Design")
+salesOption = SelectItem("sales", "Sales")
+successOption = SelectItem("customer-success", "Customer Success")
+marketingOption = SelectItem("marketing", "Marketing")
+operationsOption = SelectItem("operations", "Operations")
+financeOption = SelectItem("finance", "Finance")
+peopleOption = SelectItem("people", "People")
+locationField = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. New York or Remote")
+employmentField = FormControl("Employment type", employmentSelect)
+employmentSelect = Select("employment_type", [fullTimeOption, partTimeOption, contractOption], "Select employment type")
+fullTimeOption = SelectItem("full-time", "Full-time")
+partTimeOption = SelectItem("part-time", "Part-time")
+contractOption = SelectItem("contract", "Contract")
+openingsField = FormControl("Number of openings", openingsInput)
+openingsInput = Input("number_of_openings", "1", "number")
+roleDescriptionField = FormControl("Role summary", roleDescriptionInput, "Include the role's purpose and key responsibilities.")
+roleDescriptionInput = TextArea("role_summary", "Describe the role", 5)
+roleFormButtons = Buttons([createRoleButton, cancelRoleButton])
+createRoleButton = Button("Submit for approval", null, "primary")
+cancelRoleButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..b7f5a7436
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, cohortForm, kpis, rankingsHeader, enrollmentChart, riskHeader, riskAlert, riskTable, engagementHeader, engagementChart, messageHeader, messageForm], "card", "column", "l")
+header = CardHeader("Training Analytics", "Learner performance, engagement, and retention overview")
+cohortForm = Form("cohort-filter", filterButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all analytics to one cohort")
+cohortSelect = Select("cohort", [allCohorts, springCohort, summerCohort, enterpriseCohort], "Select a cohort", null, "all", "medium")
+allCohorts = SelectItem("all", "All cohorts")
+springCohort = SelectItem("spring-2026", "Spring 2026")
+summerCohort = SelectItem("summer-2026", "Summer 2026")
+enterpriseCohort = SelectItem("enterprise-2026", "Enterprise onboarding 2026")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort filter", null, "primary")
+kpis = Table([metricColumn, valueColumn, contextColumn])
+metricColumn = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Current", ["1,284", "72.6%", "84.3%"])
+contextColumn = Col("Change", ["+8.2% vs last week", "+3.1 pts vs prior cohort", "+1.7 pts vs last week"])
+rankingsHeader = Heading("Courses ranked by enrollment", "h2")
+enrollmentChart = HorizontalBarChart(["Leadership Essentials", "Data Literacy", "Cybersecurity Fundamentals", "Project Management", "Customer Success Foundations"], [enrollmentSeries], "grouped", "Enrolled learners", "Course")
+enrollmentSeries = Series("Enrollment", [642, 518, 476, 391, 337])
+riskHeader = Heading("Learners at risk of dropping out", "h2")
+riskAlert = Alert("47 learners need attention", "These learners have low recent activity, missed assignments, or declining assessment scores.", "warning")
+riskTable = Table([learnerColumn, cohortColumn, courseColumn, lastActiveColumn, riskColumn])
+learnerColumn = Col("Learner", ["Maya Chen", "Owen Brooks", "Priya Nair", "Luis Romero", "Sofia Petrov"])
+cohortColumn = Col("Cohort", ["Spring 2026", "Spring 2026", "Enterprise 2026", "Summer 2026", "Enterprise 2026"])
+courseColumn = Col("Course", ["Data Literacy", "Leadership Essentials", "Cybersecurity Fundamentals", "Project Management", "Customer Success Foundations"])
+lastActiveColumn = Col("Last active", ["9 days ago", "8 days ago", "12 days ago", "7 days ago", "11 days ago"])
+riskColumn = Col("Risk level", ["High", "High", "High", "Medium", "Medium"])
+engagementHeader = Heading("Engagement across the past eight weeks", "h2")
+engagementChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [activeSeries, sessionSeries], "natural", "Week starting", "Learners")
+activeSeries = Series("Weekly active learners", [918, 974, 1021, 1088, 1114, 1179, 1216, 1284])
+sessionSeries = Series("Learners completing an activity", [704, 738, 781, 819, 846, 902, 931, 987])
+messageHeader = Heading("Message a cohort", "h2")
+messageForm = Form("cohort-message", messageButtons, [recipientField, subjectField, bodyField])
+recipientField = FormControl("Recipient cohort", recipientSelect)
+recipientSelect = Select("recipient_cohort", [messageSpring, messageSummer, messageEnterprise], "Choose a cohort")
+messageSpring = SelectItem("spring-2026", "Spring 2026")
+messageSummer = SelectItem("summer-2026", "Summer 2026")
+messageEnterprise = SelectItem("enterprise-2026", "Enterprise onboarding 2026")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Keep your learning momentum going")
+bodyField = FormControl("Message", bodyInput, "The message will be sent to every active learner in the selected cohort")
+bodyInput = TextArea("message", "Share an update, reminder, or encouragement...", 6)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send to cohort", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..677ac3c0e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r2.txt
@@ -0,0 +1,44 @@
+root = Card([header, cohortForm, kpis, rankingsHeader, enrollmentChart, riskHeader, riskAlert, riskTable, engagementHeader, engagementChart, messageHeader, messageForm], "card", "column", "l")
+header = CardHeader("Training Analytics", "Learner performance and engagement overview")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all analytics to one cohort")
+cohortSelect = Select("cohort", [allCohorts, springCohort, summerCohort, leadershipCohort], "Select a cohort")
+allCohorts = SelectItem("all", "All cohorts")
+springCohort = SelectItem("spring-2026", "Spring 2026")
+summerCohort = SelectItem("summer-2026", "Summer 2026")
+leadershipCohort = SelectItem("leadership-2026", "Leadership 2026")
+cohortButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort", null, "primary")
+kpis = Table([metricCol, valueCol, changeCol])
+metricCol = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+valueCol = Col("Current", ["1,284", "72.6%", "84.3%"])
+changeCol = Col("vs. previous week", ["+8.4%", "+2.1 pts", "+1.7 pts"])
+rankingsHeader = Heading("Courses ranked by enrollment", "h2")
+enrollmentChart = HorizontalBarChart(["Data Foundations", "Leadership Essentials", "Cybersecurity Awareness", "Project Management", "Customer Success"], [enrollmentSeries], "grouped", "Enrolled learners", "Course")
+enrollmentSeries = Series("Enrollment", [842, 716, 654, 531, 408])
+riskHeader = Heading("Learners at risk of dropping out", "h2")
+riskAlert = Alert("37 learners need attention", "Risk is based on inactivity, missed deadlines, and declining assessment performance.", "warning")
+riskTable = Table([learnerCol, learnerCohortCol, inactivityCol, progressCol, riskCol])
+learnerCol = Col("Learner", ["Maya Chen", "Jordan Patel", "Sam Rivera", "Avery Johnson", "Noah Williams"])
+learnerCohortCol = Col("Cohort", ["Spring 2026", "Spring 2026", "Leadership 2026", "Summer 2026", "Leadership 2026"])
+inactivityCol = Col("Last active", ["12 days ago", "10 days ago", "9 days ago", "8 days ago", "8 days ago"])
+progressCol = Col("Course progress", ["18%", "31%", "24%", "42%", "37%"])
+riskCol = Col("Risk", ["High", "High", "High", "Medium", "Medium"])
+engagementHeader = Heading("Engagement across the past eight weeks", "h2")
+engagementChart = LineChart(["Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10"], [activeSeries, sessionSeries], "natural", "Week starting", "Learners")
+activeSeries = Series("Active learners", [936, 982, 1018, 1064, 1109, 1168, 1214, 1284])
+sessionSeries = Series("Completed learning sessions", [714, 756, 803, 841, 902, 948, 1012, 1096])
+messageHeader = Heading("Message a cohort", "h2")
+messageForm = Form("cohort-message", messageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Recipient cohort", recipientSelect)
+recipientSelect = Select("recipient_cohort", [recipientSpring, recipientSummer, recipientLeadership], "Choose a cohort")
+recipientSpring = SelectItem("spring-2026", "Spring 2026")
+recipientSummer = SelectItem("summer-2026", "Summer 2026")
+recipientLeadership = SelectItem("leadership-2026", "Leadership 2026")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Weekly learning check-in")
+messageField = FormControl("Message", messageInput, "The message will be sent to every active learner in the selected cohort")
+messageInput = TextArea("message", "Share an update, reminder, or encouragement...", 5)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send to cohort", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..1609166a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r3.txt
@@ -0,0 +1,45 @@
+root = Card([header, cohortForm, kpis, enrollmentHeading, enrollmentChart, riskHeading, riskAlert, riskTable, engagementHeading, engagementChart, messageHeading, messageForm], "card", "column", "l")
+header = CardHeader("Training Analytics", "Learner performance, enrollment, risk, and engagement")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all analytics to one cohort")
+cohortSelect = Select("cohort", [allCohorts, springCohort, enterpriseCohort, onboardingCohort], "Select a cohort")
+allCohorts = SelectItem("all", "All cohorts")
+springCohort = SelectItem("spring-2026", "Spring 2026")
+enterpriseCohort = SelectItem("enterprise-q3", "Enterprise Q3")
+onboardingCohort = SelectItem("new-hire-august", "New Hire — August")
+cohortButtons = Buttons([applyFilter, resetFilter])
+applyFilter = Button("Apply cohort", null, "primary")
+resetFilter = Button("Reset", null, "tertiary")
+kpis = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Current", ["1,284", "72.6%", "84.3%"])
+changeColumn = Col("vs. prior week", ["+8.4%", "+2.1 pts", "+1.7 pts"])
+enrollmentHeading = Heading("Courses ranked by enrollment", "h2")
+enrollmentChart = HorizontalBarChart(["Leadership Essentials", "Data Literacy", "Cybersecurity Fundamentals", "Project Management", "Inclusive Communication"], [enrollmentSeries], "grouped", "Enrolled learners", "Course")
+enrollmentSeries = Series("Enrollment", [642, 571, 488, 403, 356])
+riskHeading = Heading("Learners at risk of dropping out", "h2")
+riskAlert = Alert("47 learners need attention", "These learners show low activity, missed deadlines, or declining assessment results.", "warning")
+riskTable = Table([learnerColumn, cohortColumn, riskColumn, lastActiveColumn, actionColumn])
+learnerColumn = Col("Learner", ["Maya Chen", "Jordan Ellis", "Priya Nair", "Samuel Okoro", "Elena García"])
+cohortColumn = Col("Cohort", ["Spring 2026", "Enterprise Q3", "New Hire — August", "Spring 2026", "Enterprise Q3"])
+riskColumn = Col("Risk signal", ["No activity for 12 days", "3 overdue assignments", "Quiz average below 55%", "Completion stalled at 20%", "Engagement down 64%"])
+lastActiveColumn = Col("Last active", ["Aug 6", "Aug 9", "Aug 11", "Aug 7", "Aug 10"])
+actionColumn = Col("Recommended action", ["Send check-in", "Offer deadline support", "Assign tutoring", "Schedule coaching", "Send check-in"])
+engagementHeading = Heading("Engagement across the past eight weeks", "h2")
+engagementChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [weeklyActiveSeries, learningTimeSeries], "natural", "Week starting", "Indexed engagement")
+weeklyActiveSeries = Series("Weekly active learners", [72, 75, 74, 79, 81, 85, 88, 91])
+learningTimeSeries = Series("Learning time", [68, 71, 73, 76, 78, 82, 84, 87])
+messageHeading = Heading("Message a cohort", "h2")
+messageForm = Form("cohort-message", messageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Recipient cohort", recipientSelect)
+recipientSelect = Select("recipient_cohort", [recipientSpring, recipientEnterprise, recipientOnboarding], "Choose a cohort")
+recipientSpring = SelectItem("spring-2026", "Spring 2026")
+recipientEnterprise = SelectItem("enterprise-q3", "Enterprise Q3")
+recipientOnboarding = SelectItem("new-hire-august", "New Hire — August")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Weekly learning update")
+messageField = FormControl("Message", messageInput, "The message will be sent to every learner in the selected cohort")
+messageInput = TextArea("message", "Share an update, reminder, or encouragement...", 5)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send to cohort", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..decf36778
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-learning__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, cohortForm, kpis, rankingsHeader, enrollmentChart, riskHeader, riskAlert, riskTable, engagementHeader, engagementChart, messageHeader, messageForm], "card", "column", "l")
+header = CardHeader("Training Analytics", "Learner performance, enrollment, risk, and engagement")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all analytics to one cohort")
+cohortSelect = Select("cohort", [allCohorts, springCohort, summerCohort, enterpriseCohort], "Select a cohort")
+allCohorts = SelectItem("all", "All cohorts")
+springCohort = SelectItem("spring-2026", "Spring 2026")
+summerCohort = SelectItem("summer-2026", "Summer 2026")
+enterpriseCohort = SelectItem("enterprise-2026", "Enterprise onboarding 2026")
+cohortButtons = Buttons([applyCohort])
+applyCohort = Button("Apply cohort", null, "primary")
+kpis = Table([metricCol, valueCol, changeCol])
+metricCol = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+valueCol = Col("Current", ["1,284", "72.6%", "84.3%"])
+changeCol = Col("vs. previous week", ["+8.4%", "+2.1 pts", "+1.7 pts"])
+rankingsHeader = Heading("Courses ranked by enrollment", "h2")
+enrollmentChart = HorizontalBarChart(["Leadership Essentials", "Data Literacy", "Cybersecurity Fundamentals", "Project Management", "Customer Success Foundations"], [enrollmentSeries], "grouped", "Enrolled learners", "Course")
+enrollmentSeries = Series("Enrollment", [486, 421, 378, 315, 267])
+riskHeader = Heading("Learners at risk of dropping out", "h2")
+riskAlert = Alert("38 learners need attention", "Risk is based on inactivity, missed assignments, and declining quiz performance.", "warning")
+riskTable = Table([learnerCol, riskCohortCol, inactivityCol, progressCol, riskCol])
+learnerCol = Col("Learner", ["Maya Chen", "Jordan Patel", "Luis Romero", "Avery Johnson", "Samira Khan"])
+riskCohortCol = Col("Cohort", ["Spring 2026", "Enterprise 2026", "Spring 2026", "Summer 2026", "Enterprise 2026"])
+inactivityCol = Col("Last active", ["12 days ago", "10 days ago", "9 days ago", "8 days ago", "8 days ago"])
+progressCol = Col("Course progress", ["24%", "31%", "18%", "42%", "27%"])
+riskCol = Col("Risk level", ["High", "High", "High", "Medium", "Medium"])
+engagementHeader = Heading("Engagement across the past eight weeks", "h2")
+engagementChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [activeSeries, sessionsSeries], "natural", "Week starting", "Learners / sessions")
+activeSeries = Series("Active learners", [902, 948, 1015, 1088, 1124, 1176, 1219, 1284])
+sessionsSeries = Series("Learning sessions", [1640, 1725, 1882, 2014, 2138, 2260, 2384, 2516])
+messageHeader = Heading("Message a cohort", "h2")
+messageForm = Form("cohort-message", messageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Recipient cohort", recipientSelect)
+recipientSelect = Select("recipient_cohort", [recipientSpring, recipientSummer, recipientEnterprise], "Choose a cohort", ["required"])
+recipientSpring = SelectItem("spring-2026", "Spring 2026")
+recipientSummer = SelectItem("summer-2026", "Summer 2026")
+recipientEnterprise = SelectItem("enterprise-2026", "Enterprise onboarding 2026")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Weekly learning update", "text", ["required"])
+messageField = FormControl("Message", messageArea, "The message will be sent to all active members of the selected cohort")
+messageArea = TextArea("message", "Share an update, reminder, or encouragement...", 6, ["required"])
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send to cohort", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..9cc7b20f2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r1.txt
@@ -0,0 +1,41 @@
+root = Card([header, controls, summary, visitorsSection, sourcesSection, campaignsSection, subscriberSection], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot across acquisition, conversion, campaigns, and email")
+controls = Card([dateForm, exportActions], "sunk", "row", "m", "end", "between", true)
+dateForm = Form("dashboard-date-range", dateButtons, [dateRangeField])
+dateRangeField = FormControl("Date range", dateRangePicker, "Updates all dashboard metrics")
+dateRangePicker = DatePicker("date_range", "range", [], ["2026-07-20", "2026-08-18"])
+dateButtons = Buttons([applyDateButton])
+applyDateButton = Button("Apply range", null, "primary")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "secondary")
+summary = Card([visitorsKpi, conversionKpi, subscribersKpi], "clear", "row", "m", "stretch", "between", true)
+visitorsKpi = Callout("info", "84,620 site visitors", "Last 30 days · up 12.4% versus the previous 30 days")
+conversionKpi = Callout("success", "4.8% conversion rate", "Up 0.6 percentage points versus the previous period")
+subscribersKpi = Callout("success", "+1,284 email subscribers", "Growth this month · 18.7% ahead of last month")
+visitorsSection = Card([visitorsHeader, visitorsChart], "sunk", "column", "m")
+visitorsHeader = CardHeader("Site visitors — last 30 days", "Daily unique visitors from July 20 to August 18, 2026")
+visitorsChart = AreaChart(visitorLabels, [visitorSeries], "natural", "Date", "Visitors")
+visitorLabels = ["Jul 20", "Jul 21", "Jul 22", "Jul 23", "Jul 24", "Jul 25", "Jul 26", "Jul 27", "Jul 28", "Jul 29", "Jul 30", "Jul 31", "Aug 1", "Aug 2", "Aug 3", "Aug 4", "Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+visitorSeries = Series("Unique visitors", [2210, 2380, 2450, 2310, 2680, 2510, 2400, 2760, 2890, 3010, 2940, 3150, 2720, 2600, 2480, 2790, 2980, 3220, 3370, 3290, 3100, 3460, 3610, 3540, 3820, 3950, 3710, 3490, 3680, 4020])
+sourcesSection = Card([sourcesHeader, sourcesLayout], "clear", "column", "m")
+sourcesHeader = CardHeader("Top five traffic sources", "Share of site visitors in the selected period")
+sourcesLayout = Card([sourcesChart, sourcesTable], "clear", "row", "l", "stretch", "between", true)
+sourcesChart = PieChart(sourceLabels, sourceShares, "donut", "circular")
+sourceLabels = ["Organic search", "Paid search", "Direct", "Social", "Email"]
+sourceShares = [36, 24, 18, 13, 9]
+sourcesTable = Table([sourceNameColumn, sourceShareColumn])
+sourceNameColumn = Col("Traffic source", sourceLabels)
+sourceShareColumn = Col("Share", ["36%", "24%", "18%", "13%", "9%"])
+campaignsSection = Card([campaignsHeader, bestCampaign, campaignsTable], "sunk", "column", "m")
+campaignsHeader = CardHeader("Running campaigns", "Current spend and performance through August 18")
+bestCampaign = Callout("success", "Best performer: Summer Search — High Intent", "6.2% conversion rate and 5.1× return on ad spend, the strongest results among active campaigns.")
+campaignsTable = Table([campaignNameColumn, campaignChannelColumn, campaignSpendColumn, campaignConversionColumn, campaignRoasColumn])
+campaignNameColumn = Col("Campaign", ["Summer Search — High Intent", "Back-to-School Social", "Brand Awareness Video", "Customer Win-Back", "Partner Newsletter"])
+campaignChannelColumn = Col("Channel", ["Paid search", "Paid social", "Video", "Email", "Sponsorship"])
+campaignSpendColumn = Col("Spend", ["$18,450", "$12,780", "$9,320", "$3,640", "$5,900"])
+campaignConversionColumn = Col("Conversion rate", ["6.2%", "4.7%", "2.1%", "5.4%", "3.8%"])
+campaignRoasColumn = Col("ROAS", ["5.1×", "3.8×", "2.2×", "4.6×", "3.1×"])
+subscriberSection = Card([subscriberHeader, subscriberChart], "clear", "column", "m")
+subscriberHeader = CardHeader("Email subscriber growth this month", "Net new subscribers by week · 1,284 total in August")
+subscriberChart = BarChart(["Aug 1–7", "Aug 8–14", "Aug 15–18"], [subscriberSeries], "grouped", "Week", "Net new subscribers")
+subscriberSeries = Series("Net new subscribers", [386, 521, 377])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..4be6adc67
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r2.txt
@@ -0,0 +1,39 @@
+root = Card([header, controls, kpis, visitorsSection, sourcesSection, campaignsSection, subscriberSection], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot across acquisition, conversion, campaigns, and email")
+controls = Card([dateForm, exportActions], "sunk", "row", "m", "end", "between", true)
+dateForm = Form("report-date-range", dateButtons, [dateField])
+dateField = FormControl("Report date range", datePicker, "Choose a custom reporting period")
+datePicker = DatePicker("date_range", "range", [], ["2026-07-20", "2026-08-18"])
+dateButtons = Buttons([applyDateButton])
+applyDateButton = Button("Apply range", null, "primary")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "secondary")
+kpis = Card([visitorsKpi, conversionKpi, subscriberKpi], "clear", "row", "m", "stretch", "between", true)
+visitorsKpi = Callout("info", "84,620 site visitors", "Last 30 days · up 12.4% from the prior period")
+conversionKpi = Callout("success", "4.8% conversion rate", "Up 0.6 percentage points from the prior period")
+subscriberKpi = Callout("neutral", "+1,284 email subscribers", "This month · 18,940 total subscribers")
+visitorsSection = Card([visitorsHeader, visitorsChart], "sunk", "column", "m")
+visitorsHeader = CardHeader("Site visitors", "Daily visitors over the last 30 days")
+visitorsChart = AreaChart(visitorDates, [visitorSeries], "natural", "Date", "Visitors")
+visitorDates = ["Jul 20", "Jul 21", "Jul 22", "Jul 23", "Jul 24", "Jul 25", "Jul 26", "Jul 27", "Jul 28", "Jul 29", "Jul 30", "Jul 31", "Aug 1", "Aug 2", "Aug 3", "Aug 4", "Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+visitorSeries = Series("Visitors", [2380, 2510, 2460, 2690, 2810, 2730, 2250, 2320, 2780, 2890, 3010, 2940, 3120, 3260, 2680, 2570, 3100, 3290, 3410, 3350, 3490, 2860, 2790, 3520, 3680, 3590, 3810, 3720, 3180, 3330])
+sourcesSection = Card([sourcesHeader, sourcesChart], "sunk", "column", "m")
+sourcesHeader = CardHeader("Top five traffic sources", "Share of site visitors for the selected period")
+sourcesChart = HorizontalBarChart(sourceLabels, [sourceSeries], "grouped", "Traffic share (%)", "Source")
+sourceLabels = ["Organic Search", "Paid Search", "Direct", "Social Media", "Email"]
+sourceSeries = Series("Share", [38, 24, 17, 13, 8])
+campaignsSection = Card([campaignsHeader, bestCampaign, campaignTable], "sunk", "column", "m")
+campaignsHeader = CardHeader("Running campaigns", "Current spend and performance")
+bestCampaign = Callout("success", "Best performer: Summer Search Boost", "6.2% conversion rate and 4.7x return on ad spend—the strongest results among active campaigns.")
+campaignTable = Table([campaignNameColumn, campaignChannelColumn, campaignSpendColumn, campaignConversionColumn, campaignStatusColumn])
+campaignNameColumn = Col("Campaign", ["Summer Search Boost", "Back-to-School Social", "Brand Awareness Video", "Newsletter Referral", "Retargeting Essentials"])
+campaignChannelColumn = Col("Channel", ["Paid Search", "Social Media", "Video", "Email", "Display"])
+campaignSpendColumn = Col("Spend", ["$12,480", "$8,760", "$6,320", "$2,150", "$5,940"])
+campaignConversionColumn = Col("Conversion rate", ["6.2%", "4.9%", "2.7%", "5.4%", "4.1%"])
+campaignStatusColumn = Col("Status", ["Running", "Running", "Running", "Running", "Running"])
+subscriberSection = Card([subscriberHeader, subscriberChart, subscriberProgress], "sunk", "column", "m")
+subscriberHeader = CardHeader("Email subscriber growth", "Net new subscribers this month")
+subscriberChart = LineChart(subscriberDates, [subscriberSeries], "natural", "August", "Net new subscribers")
+subscriberDates = ["Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"]
+subscriberSeries = Series("Cumulative growth", [72, 248, 463, 681, 902, 1126, 1284])
+subscriberProgress = Progress(85.6, "1,284 of 1,500 monthly subscriber goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..ae4a09b89
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r3.txt
@@ -0,0 +1,40 @@
+root = Card([header, controls, summary, visitorsHeader, visitorsChart, sourcesHeader, sourcesChart, campaignsHeader, bestCampaign, campaignsTable, subscribersHeader, subscriberGrowth, exportActions], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot across acquisition, conversion, campaigns, and email")
+controls = Form("dashboard-date-range", dateButtons, [dateRangeField])
+dateRangeField = FormControl("Report date range", dateRangePicker, "Choose a custom range for all dashboard metrics")
+dateRangePicker = DatePicker("report_range", "range", [], ["2026-07-20", "2026-08-18"])
+dateButtons = Buttons([applyDateButton])
+applyDateButton = Button("Apply date range", null, "primary")
+summary = Card([visitorsKpi, conversionKpi, subscribersKpi], "sunk", "row", "l", "stretch", "between", true)
+visitorsKpi = Card([visitorsLabel, visitorsValue, visitorsChange], "clear", "column", "xs")
+visitorsLabel = TextContent("Site visitors · last 30 days", "small-heavy")
+visitorsValue = TextContent("128,460", "large-heavy")
+visitorsChange = Badge("↑ 12.4% vs prior 30 days", "secondary")
+conversionKpi = Card([conversionLabel, conversionValue, conversionChange], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion rate", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+conversionChange = Badge("↑ 0.6 percentage points", "secondary")
+subscribersKpi = Card([subscribersLabel, subscribersValue, subscribersChange], "clear", "column", "xs")
+subscribersLabel = TextContent("Email subscriber growth · this month", "small-heavy")
+subscribersValue = TextContent("+2,184", "large-heavy")
+subscribersChange = Badge("Net growth · 8.7%", "secondary")
+visitorsHeader = Heading("Site visitors over the last 30 days", "h2")
+visitorsChart = AreaChart(["Jul 20", "Jul 21", "Jul 22", "Jul 23", "Jul 24", "Jul 25", "Jul 26", "Jul 27", "Jul 28", "Jul 29", "Jul 30", "Jul 31", "Aug 1", "Aug 2", "Aug 3", "Aug 4", "Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Visitors", [3420, 3650, 3510, 3890, 4110, 4380, 4020, 3760, 3950, 4210, 4470, 4590, 4320, 4180, 3970, 4050, 4290, 4630, 4810, 4720, 4950, 4560, 4390, 4680, 5010, 5230, 4890, 4750, 5120, 5380])
+sourcesHeader = Heading("Top five traffic sources", "h2")
+sourcesChart = HorizontalBarChart(["Organic search", "Paid social", "Direct", "Email", "Referral"], [trafficShareSeries], "grouped", "Share (%)", "Source")
+trafficShareSeries = Series("Traffic share", [38, 24, 18, 12, 8])
+campaignsHeader = Heading("Running campaigns", "h2")
+bestCampaign = Callout("success", "Best performer: Summer Search — Brand", "6.9% conversion rate and 5.4× return on ad spend, leading all active campaigns.")
+campaignsTable = Table([campaignNameCol, campaignChannelCol, campaignSpendCol, campaignConversionCol, campaignRoasCol])
+campaignNameCol = Col("Campaign", ["Summer Search — Brand", "Back-to-School Social", "Retargeting — Cart", "Newsletter Referral Push", "Partner Webinar"])
+campaignChannelCol = Col("Channel", ["Paid search", "Paid social", "Display", "Email", "Referral"])
+campaignSpendCol = Col("Spend", ["$12,480", "$9,760", "$6,320", "$2,150", "$4,890"])
+campaignConversionCol = Col("Conversion rate", ["6.9%", "4.4%", "5.7%", "7.2%", "3.8%"])
+campaignRoasCol = Col("ROAS", ["5.4×", "3.1×", "4.6×", "6.2×", "2.8×"])
+subscribersHeader = Heading("Email subscriber growth this month", "h2")
+subscriberGrowth = LineChart(["Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [subscriberSeries], "natural", "Date", "Net new subscribers")
+subscriberSeries = Series("Cumulative net new subscribers", [112, 438, 792, 1136, 1510, 1918, 2184])
+exportActions = Buttons([exportPdfButton, exportCsvButton])
+exportPdfButton = Button("Export report as PDF", null, "primary")
+exportCsvButton = Button("Export data as CSV", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..093021e92
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-marketing__r4.txt
@@ -0,0 +1,43 @@
+root = Card([header, controls, summary, visitorsSection, sourcesSection, campaignsSection, subscriberSection], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot across acquisition, campaigns, and audience growth")
+controls = Card([dateRangeForm, exportActions], "sunk", "row", "m", "end", "between", true)
+dateRangeForm = Form("dashboard-date-range", applyButtons, [dateRangeField])
+dateRangeField = FormControl("Report date range", dateRangePicker, "Choose the period used throughout this report")
+dateRangePicker = DatePicker("report_range", "range", [], ["2026-07-20", "2026-08-18"])
+applyButtons = Buttons([applyButton])
+applyButton = Button("Apply date range", null, "primary")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "secondary")
+summary = Card([visitorsKpi, conversionKpi, subscriberKpi], "clear", "row", "m", "stretch", "between", true)
+visitorsKpi = Callout("info", "84,620 site visitors", "Last 30 days · up 12.4% versus the previous 30 days")
+conversionKpi = Callout("success", "3.8% conversion rate", "Up 0.4 percentage points versus the previous period")
+subscriberKpi = Callout("success", "+1,284 email subscribers", "Growth this month · total list size is now 42,760")
+visitorsSection = Card([visitorsHeader, visitorsChart], "sunk", "column", "m")
+visitorsHeader = CardHeader("Site visitors over the last 30 days", "Daily unique visitors · July 20–August 18, 2026")
+visitorsChart = AreaChart(visitorDates, [visitorSeries], "natural", "Date", "Visitors")
+visitorDates = ["Jul 20", "Jul 21", "Jul 22", "Jul 23", "Jul 24", "Jul 25", "Jul 26", "Jul 27", "Jul 28", "Jul 29", "Jul 30", "Jul 31", "Aug 1", "Aug 2", "Aug 3", "Aug 4", "Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+visitorSeries = Series("Unique visitors", [2380, 2510, 2640, 2490, 2780, 2210, 2090, 2710, 2860, 2940, 3010, 3180, 2890, 2350, 2260, 2960, 3120, 3270, 3190, 3410, 2580, 2470, 3340, 3490, 3610, 3540, 3720, 2810, 2690, 3880])
+sourcesSection = Card([sourcesHeader, sourcesChart, sourcesTable], "sunk", "column", "m")
+sourcesHeader = CardHeader("Top five traffic sources", "Share of site visitors in the selected period")
+sourcesChart = HorizontalBarChart(sourceLabels, [sourceShareSeries], "grouped", "Share (%)", "Traffic source")
+sourceLabels = ["Organic search", "Paid search", "Direct", "Social media", "Email"]
+sourceShareSeries = Series("Traffic share", [38, 24, 17, 13, 8])
+sourcesTable = Table([sourceNameCol, sourceShareCol, sourceVisitorsCol])
+sourceNameCol = Col("Traffic source", sourceLabels)
+sourceShareCol = Col("Share", ["38%", "24%", "17%", "13%", "8%"])
+sourceVisitorsCol = Col("Visitors", [32156, 20309, 14385, 11001, 6769], "number")
+campaignsSection = Card([campaignsHeader, bestCampaign, campaignsTable], "sunk", "column", "m")
+campaignsHeader = CardHeader("Running campaigns", "Active campaign spend and performance for the selected period")
+bestCampaign = Callout("success", "Best performer: Summer Upgrade Search", "6.2% conversion rate and 5.1× return on ad spend on $12,480 spend")
+campaignsTable = Table([campaignNameCol, campaignChannelCol, campaignSpendCol, campaignConversionCol, campaignRoasCol])
+campaignNameCol = Col("Campaign", ["Summer Upgrade Search", "Back-to-School Social", "Brand Awareness Video", "Lifecycle Retargeting", "Partner Newsletter"])
+campaignChannelCol = Col("Channel", ["Paid search", "Social media", "Video", "Display", "Email"])
+campaignSpendCol = Col("Spend", ["$12,480", "$9,760", "$7,350", "$5,920", "$3,400"])
+campaignConversionCol = Col("Conversion rate", ["6.2%", "3.9%", "1.8%", "4.7%", "5.4%"])
+campaignRoasCol = Col("ROAS", ["5.1×", "3.4×", "1.9×", "4.2×", "4.6×"])
+subscriberSection = Card([subscriberHeader, subscriberChart, subscriberProgress], "sunk", "column", "m")
+subscriberHeader = CardHeader("Email subscriber growth this month", "Net new subscribers by week in August 2026")
+subscriberChart = BarChart(subscriberWeeks, [subscriberSeries], "grouped", "Week", "Net new subscribers")
+subscriberWeeks = ["Aug 1–7", "Aug 8–14", "Aug 15–18"]
+subscriberSeries = Series("Net growth", [412, 536, 336])
+subscriberProgress = Progress(86, "1,284 of 1,500 monthly subscriber goal")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..c1087a928
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r1.txt
@@ -0,0 +1,40 @@
+root = Card([header, kpis, filters, recentHeader, orders, fulfillmentActions, analyticsHeader, refundProgress, volumeChart], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Live order activity and four-week performance")
+kpis = Card([ordersKpi, revenueKpi, aovKpi], "sunk", "row", "l", "stretch", "between", true)
+ordersKpi = Card([ordersLabel, ordersValue], "clear", "column", "xs")
+ordersLabel = TextContent("Orders placed today", "small-heavy")
+ordersValue = TextContent("184", "large-heavy")
+revenueKpi = Card([revenueLabel, revenueValue], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = TextContent("$24,860", "large-heavy")
+aovKpi = Card([aovLabel, aovValue], "clear", "column", "xs")
+aovLabel = TextContent("Average order value", "small-heavy")
+aovValue = TextContent("$135.11", "large-heavy")
+filters = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [statusAll, statusPending, statusProcessing, statusFulfilled, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusProcessing = SelectItem("processing", "Processing")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusRefunded = SelectItem("refunded", "Refunded")
+customerField = FormControl("Search by customer name", customerInput)
+customerInput = Input("customer", "Enter customer name", "text")
+filterButtons = Buttons([applyFilters, clearFilters])
+applyFilters = Button("Apply filters", null, "primary")
+clearFilters = Button("Clear", null, "secondary")
+recentHeader = Heading("Recent orders", "h2")
+orders = Table([orderIdCol, customerCol, totalCol, statusCol])
+orderIdCol = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477"])
+customerCol = Col("Customer", ["Maya Chen", "Noah Williams", "Sofia Ramirez", "Ethan Patel", "Olivia Martin", "Liam Johnson"])
+totalCol = Col("Total", ["$186.40", "$74.99", "$329.00", "$118.25", "$52.80", "$241.50"])
+statusCol = Col("Status", ["Pending", "Processing", "Fulfilled", "Pending", "Refunded", "Processing"])
+fulfillmentActions = Buttons([fulfill10482, fulfill10481, fulfill10479, fulfill10477], "row")
+fulfill10482 = Button("Mark #10482 fulfilled", null, "primary")
+fulfill10481 = Button("Mark #10481 fulfilled", null, "secondary")
+fulfill10479 = Button("Mark #10479 fulfilled", null, "secondary")
+fulfill10477 = Button("Mark #10477 fulfilled", null, "secondary")
+analyticsHeader = Heading("Operations analytics", "h2")
+refundProgress = Progress(2.8, "Refund rate this month: 2.8%")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Order volume", [912, 1048, 987, 1164])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..5e3860c0c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r2.txt
@@ -0,0 +1,45 @@
+root = Card([header, metrics, filters, recentHeader, orders, fulfillment, performanceHeader, performance], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Today’s orders, fulfillment, revenue, and monthly performance")
+metrics = Card([ordersMetric, revenueMetric, aovMetric, refundMetric], "clear", "row", "m", "stretch", "between", true)
+ordersMetric = Card([ordersLabel, ordersValue], "sunk", "column", "xs")
+ordersLabel = TextContent("Orders placed today", "small-heavy")
+ordersValue = TextContent("184", "large-heavy")
+revenueMetric = Card([revenueLabel, revenueValue], "sunk", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = TextContent("$24,860", "large-heavy")
+aovMetric = Card([aovLabel, aovValue], "sunk", "column", "xs")
+aovLabel = TextContent("Average order value", "small-heavy")
+aovValue = TextContent("$135.11", "large-heavy")
+refundMetric = Card([refundLabel, refundValue], "sunk", "column", "xs")
+refundLabel = TextContent("Refund rate this month", "small-heavy")
+refundValue = TextContent("2.4%", "large-heavy")
+filters = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [statusAll, statusPending, statusPaid, statusFulfilled, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusPaid = SelectItem("paid", "Paid")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusRefunded = SelectItem("refunded", "Refunded")
+customerField = FormControl("Search by customer name", customerInput)
+customerInput = Input("customer", "e.g. Maya Chen", "text")
+filterButtons = Buttons([applyFilters, clearFilters])
+applyFilters = Button("Apply filters", null, "primary")
+clearFilters = Button("Clear", null, "tertiary")
+recentHeader = Heading("Recent orders", "h2")
+orders = Table([orderId, customer, total, status])
+orderId = Col("Order ID", ["#10584", "#10583", "#10582", "#10581", "#10580", "#10579"])
+customer = Col("Customer", ["Maya Chen", "Noah Williams", "Sofia Patel", "Liam Garcia", "Ava Thompson", "Ethan Kim"])
+total = Col("Total", ["$248.90", "$84.50", "$176.25", "$59.99", "$312.40", "$128.75"])
+status = Col("Status", ["Paid", "Pending", "Fulfilled", "Paid", "Refunded", "Fulfilled"])
+fulfillment = Form("fulfill-order", fulfillmentButtons, [orderField])
+orderField = FormControl("Order to fulfill", orderSelect, "Only paid or pending orders are shown")
+orderSelect = Select("order_id", [fulfill10584, fulfill10583, fulfill10581], "Select an order")
+fulfill10584 = SelectItem("10584", "#10584 — Maya Chen — $248.90")
+fulfill10583 = SelectItem("10583", "#10583 — Noah Williams — $84.50")
+fulfill10581 = SelectItem("10581", "#10581 — Liam Garcia — $59.99")
+fulfillmentButtons = Buttons([markFulfilled])
+markFulfilled = Button("Mark order fulfilled", null, "primary")
+performanceHeader = Heading("Order volume — past four weeks", "h2")
+performance = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Orders", [1086, 1142, 1218, 1297])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..6a9ba5b81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r3.txt
@@ -0,0 +1,43 @@
+root = Card([header, metrics, filters, recentHeader, ordersTable, fulfillment, performanceHeader, refundProgress, volumeChart], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Today’s order activity and monthly performance")
+metrics = Card([ordersMetric, revenueMetric, aovMetric], "sunk", "row", "l", "stretch", "between", true)
+ordersMetric = Card([ordersLabel, ordersValue], "clear", "column", "xs")
+ordersLabel = TextContent("Orders placed today", "small-heavy")
+ordersValue = TextContent("184", "large-heavy")
+revenueMetric = Card([revenueLabel, revenueValue], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = TextContent("$24,860", "large-heavy")
+aovMetric = Card([aovLabel, aovValue], "clear", "column", "xs")
+aovLabel = TextContent("Average order value", "small-heavy")
+aovValue = TextContent("$135.11", "large-heavy")
+filters = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Narrow by status", statusSelect)
+statusSelect = Select("status", [statusAll, statusPending, statusProcessing, statusFulfilled, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusProcessing = SelectItem("processing", "Processing")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusRefunded = SelectItem("refunded", "Refunded")
+customerField = FormControl("Search by customer name", customerInput)
+customerInput = Input("customer", "e.g. Maya Chen", "text")
+filterButtons = Buttons([applyFilters, clearFilters])
+applyFilters = Button("Apply filters", null, "primary")
+clearFilters = Button("Clear", null, "tertiary")
+recentHeader = CardHeader("Recent orders", "Latest customer purchases")
+ordersTable = Table([orderIdCol, customerCol, totalCol, statusCol])
+orderIdCol = Col("Order ID", ["#10584", "#10583", "#10582", "#10581", "#10580", "#10579"])
+customerCol = Col("Customer", ["Maya Chen", "Noah Williams", "Sofia Martinez", "Ethan Brown", "Ava Patel", "Liam Johnson"])
+totalCol = Col("Total", ["$189.40", "$74.99", "$312.00", "$128.50", "$56.25", "$241.80"])
+statusCol = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Refunded", "Fulfilled"])
+fulfillment = Form("fulfill-order", fulfillmentButtons, [orderField])
+orderField = FormControl("Mark an order fulfilled", orderSelect, "Only pending or processing orders are available")
+orderSelect = Select("order_id", [order10584, order10583, order10581], "Choose an order")
+order10584 = SelectItem("10584", "#10584 — Maya Chen")
+order10583 = SelectItem("10583", "#10583 — Noah Williams")
+order10581 = SelectItem("10581", "#10581 — Ethan Brown")
+fulfillmentButtons = Buttons([fulfillButton])
+fulfillButton = Button("Mark fulfilled", null, "primary")
+performanceHeader = CardHeader("Performance", "Current month and trailing four weeks")
+refundProgress = Progress(2.8, "Refund rate this month: 2.8%")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Week", "Orders")
+volumeSeries = Series("Order volume", [1042, 1128, 1096, 1244])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..d2aab2ce2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-orders__r4.txt
@@ -0,0 +1,40 @@
+root = Card([header, metrics, filters, recentHeader, orders, fulfillmentActions, separator, performanceHeader, refundProgress, volumeChart], "card", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Today's order activity and monthly fulfillment performance")
+metrics = Card([ordersMetric, revenueMetric, aovMetric], "sunk", "row", "l", "stretch", "between", true)
+ordersMetric = Card([ordersMetricLabel, ordersMetricValue], "clear", "column", "xs")
+ordersMetricLabel = TextContent("Orders placed today", "small")
+ordersMetricValue = TextContent("184", "large-heavy")
+revenueMetric = Card([revenueMetricLabel, revenueMetricValue], "clear", "column", "xs")
+revenueMetricLabel = TextContent("Revenue today", "small")
+revenueMetricValue = TextContent("$24,860", "large-heavy")
+aovMetric = Card([aovMetricLabel, aovMetricValue], "clear", "column", "xs")
+aovMetricLabel = TextContent("Average order value", "small")
+aovMetricValue = TextContent("$135.11", "large-heavy")
+filters = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Status", statusSelect, "Narrow recent orders by fulfillment status")
+statusSelect = Select("status", [statusAll, statusPending, statusProcessing, statusFulfilled, statusRefunded], "All statuses")
+statusAll = SelectItem("all", "All statuses")
+statusPending = SelectItem("pending", "Pending")
+statusProcessing = SelectItem("processing", "Processing")
+statusFulfilled = SelectItem("fulfilled", "Fulfilled")
+statusRefunded = SelectItem("refunded", "Refunded")
+customerField = FormControl("Customer search", customerInput, "Search by customer name")
+customerInput = Input("customer", "Enter customer name", "text")
+filterButtons = Buttons([applyFilters, clearFilters])
+applyFilters = Button("Apply filters", null, "primary")
+clearFilters = Button("Clear filters", null, "tertiary")
+recentHeader = CardHeader("Recent orders", "Latest orders, newest first")
+orders = Table([orderId, customer, total, status])
+orderId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478", "#10477"])
+customer = Col("Customer", ["Maya Patel", "Ethan Brooks", "Sofia Nguyen", "Liam Carter", "Ava Martinez", "Noah Wilson"])
+total = Col("Total", ["$189.50", "$74.00", "$312.40", "$128.99", "$56.25", "$221.10"])
+status = Col("Status", ["Pending", "Processing", "Fulfilled", "Pending", "Refunded", "Fulfilled"])
+fulfillmentActions = Buttons([fulfill10482, fulfill10481, fulfill10479], "row")
+fulfill10482 = Button("Mark #10482 fulfilled", null, "primary")
+fulfill10481 = Button("Mark #10481 fulfilled", null, "secondary")
+fulfill10479 = Button("Mark #10479 fulfilled", null, "secondary")
+separator = Separator("horizontal", true)
+performanceHeader = CardHeader("Monthly performance", "Refund health and order volume")
+refundProgress = Progress(2.8, "Refund rate this month: 2.8%")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [volumeSeries], "grouped", "Past four weeks", "Orders")
+volumeSeries = Series("Order volume", [1086, 1174, 1241, 1328])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b3-server__r1.txt
new file mode 100644
index 000000000..61993af8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-server__r1.txt
@@ -0,0 +1,76 @@
+root = Card([header, statusRow, resourceHeading, resourceTabs, incidentsHeading, incidentsTable, incidentActions, endpointsHeading, endpointsChart, thresholdHeading, thresholdForm], "card", "column", "l")
+header = CardHeader("Service Health", "On-call overview · Live metrics and incidents")
+statusRow = Card([uptimeCard, errorCard, regionCard], "sunk", "row", "m", "stretch", "between", true)
+uptimeCard = Card([uptimeLabel, uptimeValue, uptimeProgress], "clear", "column", "xs")
+uptimeLabel = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeProgress = Progress(99.982, "SLO target: 99.95%")
+errorCard = Card([errorLabel, errorValue, errorBadge], "clear", "column", "xs")
+errorLabel = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("1.7%", "large-heavy")
+errorBadge = Badge("Elevated", "destructive")
+regionCard = Card([regionLabel, regionForm], "clear", "column", "xs")
+regionLabel = TextContent("Region filter", "small-heavy")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Narrow to one region", regionSelect)
+regionSelect = Select("region", [regionAll, regionUse1, regionUsw2, regionEuw1, regionAps1], "Select region", null, "all", "small")
+regionAll = SelectItem("all", "All regions")
+regionUse1 = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUsw2 = SelectItem("us-west-2", "US West (Oregon)")
+regionEuw1 = SelectItem("eu-west-1", "EU West (Ireland)")
+regionAps1 = SelectItem("ap-southeast-1", "Asia Pacific (Singapore)")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region", null, "primary", "normal", "small")
+resourceHeading = Heading("CPU and memory · Past 24 hours", "h2")
+resourceTabs = Tabs([cpuTab, memoryTab])
+cpuTab = TabItem("cpu", "CPU usage", [cpuChart])
+memoryTab = TabItem("memory", "Memory usage", [memoryChart])
+cpuChart = AreaChart(timeLabels, [cpuSeries], "natural", "Time", "Utilization (%)")
+cpuSeries = Series("CPU", [42, 39, 37, 35, 34, 38, 46, 55, 63, 68, 61, 57, 52])
+memoryChart = AreaChart(timeLabels, [memorySeries], "natural", "Time", "Utilization (%)")
+memorySeries = Series("Memory", [58, 57, 57, 56, 58, 61, 64, 67, 69, 72, 74, 73, 76])
+timeLabels = ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "Now"]
+incidentsHeading = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentIdCol, incidentTitleCol, incidentRegionCol, incidentSeverityCol, incidentAgeCol])
+incidentIdCol = Col("Incident", ["INC-2481", "INC-2479", "INC-2474"])
+incidentTitleCol = Col("Summary", ["Checkout API elevated errors", "Worker queue processing delay", "Intermittent authentication timeouts"])
+incidentRegionCol = Col("Region", ["us-east-1", "eu-west-1", "us-west-2"])
+incidentSeverityCol = Col("Severity", ["SEV-1 Critical", "SEV-2 High", "SEV-3 Moderate"])
+incidentAgeCol = Col("Open for", ["18 min", "47 min", "2 hr 14 min"])
+incidentActions = Card([incidentActionText, acknowledgeDialog], "sunk", "row", "m", "center", "between", true)
+incidentActionText = TextContent("Acknowledge an open incident by entering its incident ID.", "small")
+acknowledgeDialog = DialogBlock("Acknowledge incident", "Acknowledge an open incident", "This records you as the responding engineer.", [acknowledgeForm], "default")
+acknowledgeForm = Form("acknowledge-incident", acknowledgeButtons, [incidentSelectField, acknowledgementNoteField])
+incidentSelectField = FormControl("Incident", incidentSelect)
+incidentSelect = Select("incident_id", [incident2481, incident2479, incident2474], "Choose an incident", ["required"])
+incident2481 = SelectItem("INC-2481", "INC-2481 · SEV-1 · Checkout API elevated errors")
+incident2479 = SelectItem("INC-2479", "INC-2479 · SEV-2 · Worker queue processing delay")
+incident2474 = SelectItem("INC-2474", "INC-2474 · SEV-3 · Authentication timeouts")
+acknowledgementNoteField = FormControl("Response note", acknowledgementNote, "Optional handoff or investigation context")
+acknowledgementNote = TextArea("ack_note", "Investigating now…", 3)
+acknowledgeButtons = Buttons([acknowledgeButton, cancelAckButton])
+acknowledgeButton = Button("Acknowledge", null, "primary")
+cancelAckButton = Button("Cancel", null, "tertiary")
+endpointsHeading = Heading("Five slowest endpoints", "h2")
+endpointsChart = HorizontalBarChart(endpointLabels, [latencySeries], "grouped", "p95 latency (ms)", "Endpoint")
+endpointLabels = ["POST /v1/checkout", "GET /v1/reports/export", "POST /v1/search", "GET /v1/orders/:id", "GET /v1/profile"]
+latencySeries = Series("p95 latency", [1840, 1420, 1185, 940, 815])
+thresholdHeading = Heading("Alert threshold", "h2")
+thresholdForm = Form("alert-threshold", thresholdButtons, [metricField, thresholdField, durationField])
+metricField = FormControl("Metric", metricSelect)
+metricSelect = Select("alert_metric", [metricError, metricCpu, metricMemory, metricLatency], "Choose metric", ["required"], "error_rate")
+metricError = SelectItem("error_rate", "Error rate (%)")
+metricCpu = SelectItem("cpu", "CPU utilization (%)")
+metricMemory = SelectItem("memory", "Memory utilization (%)")
+metricLatency = SelectItem("latency", "p95 endpoint latency (ms)")
+thresholdField = FormControl("Threshold", thresholdInput, "Alert when the selected metric exceeds this value")
+thresholdInput = Input("threshold", "2.0", "number", ["required"], "2.0")
+durationField = FormControl("Sustained duration", durationSelect)
+durationSelect = Select("duration", [duration1, duration5, duration10, duration15], "Choose duration", ["required"], "5m")
+duration1 = SelectItem("1m", "1 minute")
+duration5 = SelectItem("5m", "5 minutes")
+duration10 = SelectItem("10m", "10 minutes")
+duration15 = SelectItem("15m", "15 minutes")
+thresholdButtons = Buttons([saveThresholdButton, resetThresholdButton])
+saveThresholdButton = Button("Save alert threshold", null, "primary")
+resetThresholdButton = Button("Reset", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b3-server__r2.txt
new file mode 100644
index 000000000..9708473a3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-server__r2.txt
@@ -0,0 +1,61 @@
+root = Card([header, statusRow, resourceHeading, resourceCharts, incidentsHeading, incidentsTable, incidentActions, endpointsHeading, endpointsTable, controlsHeading, controls], "card", "column", "l")
+header = CardHeader("Service Health", "On-call operational view · Past 24 hours")
+statusRow = Card([uptimeCard, errorCard, regionCard], "sunk", "row", "l", "stretch", "between", true)
+uptimeCard = Card([uptimeLabel, uptimeValue, uptimeProgress], "clear", "column", "s")
+uptimeLabel = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeProgress = Progress(99.982, "SLO target: 99.95%")
+errorCard = Card([errorLabel, errorValue, errorStatus], "clear", "column", "s")
+errorLabel = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("0.37%", "large-heavy")
+errorStatus = Badge("Below 0.50% threshold", "secondary")
+regionCard = Card([regionLabel, regionSelect], "clear", "column", "s")
+regionLabel = TextContent("Region filter", "small-heavy")
+regionSelect = Select("region", [regionAll, regionUSEast, regionUSWest, regionEUWest, regionAPSE], "Narrow to one region", null, "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionUSEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUSWest = SelectItem("us-west-2", "US West (Oregon)")
+regionEUWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regionAPSE = SelectItem("ap-southeast-1", "Asia Pacific (Singapore)")
+resourceHeading = Heading("CPU and memory usage", "h2")
+resourceCharts = Card([cpuChart, memoryChart], "clear", "row", "l", "stretch", "between", true)
+cpuChart = LineChart(timeLabels, [cpuSeries], "natural", "Time", "CPU %")
+cpuSeries = Series("CPU usage", [42, 38, 35, 37, 44, 51, 57, 62, 59, 54, 48, 46, 49, 55, 61, 68, 72, 65, 58, 53, 47, 45, 50, 56])
+memoryChart = LineChart(timeLabels, [memorySeries], "natural", "Time", "Memory %")
+memorySeries = Series("Memory usage", [61, 60, 59, 60, 62, 64, 66, 68, 69, 70, 68, 67, 69, 71, 73, 76, 78, 77, 74, 72, 71, 70, 72, 74])
+timeLabels = ["00:00", "01:00", "02:00", "03:00", "04:00", "05:00", "06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00", "14:00", "15:00", "16:00", "17:00", "18:00", "19:00", "20:00", "21:00", "22:00", "23:00"]
+incidentsHeading = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentIdCol, incidentSeverityCol, incidentSummaryCol, incidentRegionCol, incidentAgeCol])
+incidentIdCol = Col("Incident", ["INC-2481", "INC-2479", "INC-2476"])
+incidentSeverityCol = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incidentSummaryCol = Col("Summary", ["Elevated checkout failures", "Queue processing delays", "Intermittent cache misses"])
+incidentRegionCol = Col("Region", ["us-east-1", "eu-west-1", "us-west-2"])
+incidentAgeCol = Col("Open for", ["18 min", "43 min", "1 hr 26 min"])
+incidentActions = Buttons([ackIncidentOne, ackIncidentTwo, ackIncidentThree], "row")
+ackIncidentOne = Button("Acknowledge INC-2481", null, "primary")
+ackIncidentTwo = Button("Acknowledge INC-2479", null, "secondary")
+ackIncidentThree = Button("Acknowledge INC-2476", null, "secondary")
+endpointsHeading = Heading("Five slowest endpoints", "h2")
+endpointsTable = Table([endpointRankCol, endpointPathCol, endpointMethodCol, endpointLatencyCol])
+endpointRankCol = Col("Rank", [1, 2, 3, 4, 5], "number")
+endpointPathCol = Col("Endpoint", ["/v1/reports/export", "/v1/checkout/confirm", "/v1/search", "/v1/orders/history", "/v1/catalog/recommendations"])
+endpointMethodCol = Col("Method", ["POST", "POST", "GET", "GET", "GET"])
+endpointLatencyCol = Col("p95 latency", ["2,840 ms", "1,920 ms", "1,460 ms", "1,180 ms", "940 ms"])
+controlsHeading = Heading("Alert configuration", "h2")
+controls = Form("alert-threshold", thresholdButtons, [metricField, thresholdField, windowField])
+metricField = FormControl("Alert metric", metricSelect)
+metricSelect = Select("alert_metric", [metricError, metricCpu, metricMemory, metricLatency], "Choose a metric", null, "error_rate")
+metricError = SelectItem("error_rate", "Error rate")
+metricCpu = SelectItem("cpu", "CPU usage")
+metricMemory = SelectItem("memory", "Memory usage")
+metricLatency = SelectItem("latency", "Endpoint p95 latency")
+thresholdField = FormControl("Threshold", thresholdInput, "Enter a percentage for error, CPU, or memory; milliseconds for latency")
+thresholdInput = Input("threshold", "0.50", "number")
+windowField = FormControl("Evaluation window", windowSelect)
+windowSelect = Select("evaluation_window", [windowOne, windowFive, windowFifteen], "Choose a window", null, "5m")
+windowOne = SelectItem("1m", "1 minute")
+windowFive = SelectItem("5m", "5 minutes")
+windowFifteen = SelectItem("15m", "15 minutes")
+thresholdButtons = Buttons([saveThreshold, resetThreshold])
+saveThreshold = Button("Set alert threshold", null, "primary")
+resetThreshold = Button("Reset", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b3-server__r3.txt
new file mode 100644
index 000000000..e17769a28
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-server__r3.txt
@@ -0,0 +1,66 @@
+root = Card([header, statusRow, resourceHeading, resourceTabs, incidentsHeading, incidentsTable, acknowledgeDialog, endpointsHeading, endpointsChart, thresholdHeading, thresholdForm], "card", "column", "l")
+header = CardHeader("Service Health", "On-call overview · Past 24 hours")
+statusRow = Card([uptimeCard, errorCard, regionForm], "sunk", "row", "l", "stretch", "between", true)
+uptimeCard = Card([uptimeLabel, uptimeValue, uptimeProgress], "clear", "column", "s")
+uptimeLabel = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeProgress = Progress(99.982, "SLO target: 99.95%")
+errorCard = Card([errorLabel, errorValue, errorStatus], "clear", "column", "s")
+errorLabel = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("1.84%", "large-heavy")
+errorStatus = Badge("Elevated", "destructive")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow all service metrics to one region")
+regionSelect = Select("region", [regionAll, regionUSEast, regionUSWest, regionEUWest, regionAP], "Select region", null, "all")
+regionAll = SelectItem("all", "All regions")
+regionUSEast = SelectItem("us-east-1", "US East (N. Virginia)")
+regionUSWest = SelectItem("us-west-2", "US West (Oregon)")
+regionEUWest = SelectItem("eu-west-1", "EU West (Ireland)")
+regionAP = SelectItem("ap-southeast-1", "Asia Pacific (Singapore)")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region", null, "primary")
+resourceHeading = Heading("CPU and memory usage", "h2")
+resourceTabs = Tabs([cpuTab, memoryTab])
+cpuTab = TabItem("cpu", "CPU", [cpuChart])
+cpuChart = AreaChart(cpuLabels, [cpuSeries], "natural", "Hour", "Usage (%)")
+cpuLabels = ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "Now"]
+cpuSeries = Series("CPU", [38, 34, 31, 36, 52, 61, 67, 72, 64, 58, 69, 76, 71])
+memoryTab = TabItem("memory", "Memory", [memoryChart])
+memoryChart = AreaChart(memoryLabels, [memorySeries], "natural", "Hour", "Usage (%)")
+memoryLabels = ["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00", "16:00", "18:00", "20:00", "22:00", "Now"]
+memorySeries = Series("Memory", [57, 56, 55, 58, 62, 66, 68, 71, 73, 72, 75, 78, 79])
+incidentsHeading = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentId, incidentSummary, incidentSeverity, incidentRegion, incidentAge])
+incidentId = Col("Incident", ["INC-2841", "INC-2837", "INC-2829"])
+incidentSummary = Col("Summary", ["Elevated checkout errors", "Replica lag on customer database", "Intermittent image processing timeouts"])
+incidentSeverity = Col("Severity", ["SEV-1 Critical", "SEV-2 High", "SEV-3 Moderate"])
+incidentRegion = Col("Region", ["us-east-1", "eu-west-1", "us-west-2"])
+incidentAge = Col("Open for", ["18 min", "47 min", "2 hr 14 min"])
+acknowledgeDialog = DialogBlock("Acknowledge incident", "Acknowledge an open incident", "Select the incident and confirm ownership.", [acknowledgeForm], "default")
+acknowledgeForm = Form("acknowledge-incident", acknowledgeButtons, [incidentField, ownerField])
+incidentField = FormControl("Incident", incidentSelect)
+incidentSelect = Select("incident_id", [incidentOne, incidentTwo, incidentThree], "Choose an incident")
+incidentOne = SelectItem("INC-2841", "INC-2841 · SEV-1 Critical")
+incidentTwo = SelectItem("INC-2837", "INC-2837 · SEV-2 High")
+incidentThree = SelectItem("INC-2829", "INC-2829 · SEV-3 Moderate")
+ownerField = FormControl("Acknowledged by", ownerInput, "Enter your on-call handle")
+ownerInput = Input("owner", "e.g. @alex-oncall")
+acknowledgeButtons = Buttons([acknowledgeButton, cancelAcknowledge])
+acknowledgeButton = Button("Confirm acknowledgment", null, "primary")
+cancelAcknowledge = Button("Cancel", null, "tertiary")
+endpointsHeading = Heading("Five slowest endpoints", "h2")
+endpointsChart = HorizontalBarChart(endpointLabels, [latencySeries], "grouped", "p95 latency (ms)", "Endpoint")
+endpointLabels = ["POST /v1/reports/export", "GET /v1/orders/:id", "POST /v1/checkout", "GET /v1/search", "GET /v1/customers/:id"]
+latencySeries = Series("p95 latency", [1840, 1320, 1175, 940, 815])
+thresholdHeading = Heading("Alert threshold", "h2")
+thresholdForm = Form("alert-threshold", thresholdButtons, [metricField, thresholdField])
+metricField = FormControl("Metric", metricSelect)
+metricSelect = Select("alert_metric", [metricErrors, metricCPU, metricMemory, metricLatency], "Choose a metric", null, "error_rate")
+metricErrors = SelectItem("error_rate", "Error rate (%)")
+metricCPU = SelectItem("cpu", "CPU usage (%)")
+metricMemory = SelectItem("memory", "Memory usage (%)")
+metricLatency = SelectItem("latency", "p95 latency (ms)")
+thresholdField = FormControl("Trigger when value exceeds", thresholdInput, "Current error-rate threshold: 2.00%")
+thresholdInput = Input("threshold", "2.00", "number")
+thresholdButtons = Buttons([saveThreshold])
+saveThreshold = Button("Save threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b3-server__r4.txt
new file mode 100644
index 000000000..4fb79c02b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b3-server__r4.txt
@@ -0,0 +1,59 @@
+root = Card([header, statusRow, resourceHeader, resourceTabs, incidentsHeader, incidentsTable, acknowledgeDialog, endpointsHeader, endpointsChart, controlsHeader, controlsForm], "card", "column", "l")
+header = CardHeader("Service Health", "On-call overview · Live operational metrics")
+statusRow = Card([uptimeCard, errorCard], "clear", "row", "m", "stretch", "between", true)
+uptimeCard = Card([uptimeLabel, uptimeValue, uptimeProgress], "sunk", "column", "s")
+uptimeLabel = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.97%", "large-heavy")
+uptimeProgress = Progress(99.97, "Target: 99.95%")
+errorCard = Card([errorLabel, errorValue, errorStatus], "sunk", "column", "s")
+errorLabel = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("0.18%", "large-heavy")
+errorStatus = Badge("Within threshold", "secondary")
+resourceHeader = Heading("Resource usage · Past 24 hours", "h2")
+resourceTabs = Tabs([cpuTab, memoryTab])
+cpuTab = TabItem("cpu", "CPU", [cpuChart])
+cpuChart = AreaChart(timeLabels, [cpuSeries], "natural", "Time", "Usage (%)")
+cpuSeries = Series("CPU", [42, 38, 35, 37, 45, 53, 61, 58, 49, 46, 52, 67, 72, 64, 57, 51, 48, 55, 63, 69, 74, 66, 59, 54])
+memoryTab = TabItem("memory", "Memory", [memoryChart])
+memoryChart = AreaChart(timeLabels, [memorySeries], "natural", "Time", "Usage (%)")
+memorySeries = Series("Memory", [61, 60, 60, 62, 63, 65, 67, 68, 66, 65, 67, 70, 73, 75, 74, 72, 71, 73, 76, 78, 79, 77, 75, 74])
+timeLabels = ["00:00", "01:00", "02:00", "03:00", "04:00", "05:00", "06:00", "07:00", "08:00", "09:00", "10:00", "11:00", "12:00", "13:00", "14:00", "15:00", "16:00", "17:00", "18:00", "19:00", "20:00", "21:00", "22:00", "23:00"]
+incidentsHeader = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentIdCol, incidentSeverityCol, incidentSummaryCol, incidentRegionCol, incidentAgeCol])
+incidentIdCol = Col("Incident", ["INC-2481", "INC-2479", "INC-2476"])
+incidentSeverityCol = Col("Severity", ["SEV-1", "SEV-2", "SEV-3"])
+incidentSummaryCol = Col("Summary", ["Elevated checkout failures", "Search latency degradation", "Delayed webhook delivery"])
+incidentRegionCol = Col("Region", ["us-east-1", "eu-west-1", "ap-southeast-1"])
+incidentAgeCol = Col("Open for", ["18 min", "42 min", "1 hr 26 min"])
+acknowledgeDialog = DialogBlock("Acknowledge an incident", "Acknowledge incident", "Select the incident and confirm ownership.", [acknowledgeForm], "default")
+acknowledgeForm = Form("acknowledge-incident", acknowledgeButtons, [incidentField, ownerField, noteField])
+incidentField = FormControl("Incident", incidentSelect)
+incidentSelect = Select("incident_id", [incidentOne, incidentTwo, incidentThree], "Choose an open incident")
+incidentOne = SelectItem("INC-2481", "INC-2481 · SEV-1 · Checkout failures")
+incidentTwo = SelectItem("INC-2479", "INC-2479 · SEV-2 · Search latency")
+incidentThree = SelectItem("INC-2476", "INC-2476 · SEV-3 · Webhook delays")
+ownerField = FormControl("On-call owner", ownerInput)
+ownerInput = Input("owner", "Your name")
+noteField = FormControl("Acknowledgement note", noteInput)
+noteInput = TextArea("note", "Add context or immediate next steps", 3)
+acknowledgeButtons = Buttons([acknowledgeButton, cancelAckButton])
+acknowledgeButton = Button("Acknowledge incident", null, "primary")
+cancelAckButton = Button("Cancel", null, "tertiary")
+endpointsHeader = Heading("Five slowest endpoints", "h2")
+endpointsChart = HorizontalBarChart(endpointLabels, [latencySeries], "grouped", "p95 latency (ms)", "Endpoint")
+endpointLabels = ["POST /v1/checkout", "GET /v1/search", "GET /v1/reports/export", "POST /v1/webhooks/replay", "GET /v1/catalog/items"]
+latencySeries = Series("p95 latency", [1840, 1320, 1105, 940, 815])
+controlsHeader = Heading("View and alert controls", "h2")
+controlsForm = Form("health-controls", controlButtons, [regionField, thresholdField])
+regionField = FormControl("Region", regionSelect, "Narrow all service metrics to one region")
+regionSelect = Select("region", [regionAll, regionUSEast, regionUSWest, regionEUWest, regionAPSouth], "Select a region", [], "all")
+regionAll = SelectItem("all", "All regions")
+regionUSEast = SelectItem("us-east-1", "US East · N. Virginia")
+regionUSWest = SelectItem("us-west-2", "US West · Oregon")
+regionEUWest = SelectItem("eu-west-1", "EU West · Ireland")
+regionAPSouth = SelectItem("ap-southeast-1", "Asia Pacific · Singapore")
+thresholdField = FormControl("Error-rate alert threshold", thresholdSlider, "Trigger an alert when the live error rate exceeds this percentage")
+thresholdSlider = Slider("error_threshold", "discrete", 0.1, 5, 0.1, [1], "1.0%")
+controlButtons = Buttons([applyButton, resetButton])
+applyButton = Button("Apply and save threshold", null, "primary")
+resetButton = Button("Reset", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..560f71bf2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r1.txt
@@ -0,0 +1,75 @@
+root = Card([header, hubForm, kpis, delayedAlert, operationsTabs, rebookDialog], "card", "column", "l")
+header = CardHeader("Airline Hub Operations Desk — ATL", "Live operating picture • August 18, 2026 • Local time")
+hubForm = Form("hub-selector", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect)
+hubSelect = Select("hub", [hubAtl, hubDfw, hubOrd, hubLax, hubJfk], "Select hub", [], "ATL", "medium")
+hubAtl = SelectItem("ATL", "Atlanta (ATL)")
+hubDfw = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubOrd = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubLax = SelectItem("LAX", "Los Angeles (LAX)")
+hubJfk = SelectItem("JFK", "New York JFK (JFK)")
+hubButtons = Buttons([hubButton])
+hubButton = Button("Load hub", null, "secondary")
+kpis = Table([metricColumn, valueColumn, targetColumn])
+metricColumn = Col("Today's metric", ["On-time performance", "Average passenger load", "Cancellations", "Average turnaround time"])
+valueColumn = Col("Current", ["82.4%", "87.1%", 6, "41 min"])
+targetColumn = Col("Target / context", ["≥ 85%", "Network average: 84.6%", "0.4% of schedule", "Target: ≤ 38 min"])
+delayedAlert = Alert("12 delayed flights require attention", "Five departures exceed 45 minutes; three are awaiting aircraft and two are under crew review.", "warning")
+operationsTabs = Tabs([flightsTab, changesTab, crewsTab, weatherTab, connectionsTab])
+flightsTab = TabItem("flights", "Flights", [flightsHeader, flightsTable])
+flightsHeader = CardHeader("Active flight board", "Departures and arrivals in the next 90 minutes")
+flightsTable = Table([flightNumberColumn, routeColumn, gateColumn, statusColumn])
+flightNumberColumn = Col("Flight", ["AX 1042", "AX 2187", "AX 3304", "AX 4511", "AX 782", "AX 1906", "AX 625"])
+routeColumn = Col("Route", ["ATL → BOS", "MCO → ATL", "ATL → DEN", "ATL → LGA", "MIA → ATL", "ATL → SEA", "ATL → DCA"])
+gateColumn = Col("Gate", ["B18", "A06", "C31", "T09", "B04", "E12", "D21"])
+statusColumn = Col("Status", ["On time • 14:20", "Arrived • 14:08", "Delayed 52m • aircraft", "Boarding", "Delayed 28m • weather", "Gate hold 41m", "Final call"])
+changesTab = TabItem("gate-changes", "Gate changes", [changesHeader, changesTable])
+changesHeader = CardHeader("Recent gate changes", "Changes posted during the last 45 minutes")
+changesTable = Table([changeFlightColumn, oldGateColumn, newGateColumn, changeTimeColumn])
+changeFlightColumn = Col("Flight", ["AX 4511", "AX 3304", "AX 782", "AX 625"])
+oldGateColumn = Col("Previous", ["T04", "C27", "A19", "D16"])
+newGateColumn = Col("New gate", ["T09", "C31", "B04", "D21"])
+changeTimeColumn = Col("Changed", ["8 min ago", "17 min ago", "29 min ago", "42 min ago"])
+crewsTab = TabItem("crews", "Available crews", [crewsHeader, crewsTable])
+crewsHeader = CardHeader("Crews available for reassignment", "Qualified reserve and released crews at ATL")
+crewsTable = Table([crewColumn, qualificationColumn, availableColumn, dutyColumn])
+crewColumn = Col("Crew", ["Reserve 14", "Crew 7B", "Reserve 22", "Crew 3D"])
+qualificationColumn = Col("Qualification", ["A320 flight deck", "B737 cabin", "B737 flight deck", "A321 cabin"])
+availableColumn = Col("Available", ["Now", "14:35", "14:50", "15:05"])
+dutyColumn = Col("Duty remaining", ["5h 40m", "4h 15m", "6h 05m", "3h 50m"])
+weatherTab = TabItem("weather", "Weather", [weatherHeader, stormAdvisory, windAdvisory, weatherText])
+weatherHeader = CardHeader("Hub weather advisories", "ATL airfield and terminal area")
+stormAdvisory = Callout("warning", "Ground stop risk: thunderstorms southwest", "Cells are expected within 15 NM from 15:00–16:30 local. Ramp restrictions may be required.")
+windAdvisory = Callout("info", "Runway configuration advisory", "Winds 220° at 14 kt, gusting 23 kt. Arrival spacing has increased to 4 NM.")
+weatherText = TextContent("Visibility 9 mi • Ceiling 4,500 ft • Temperature 31°C • Current airport flow delay: 18 minutes")
+connectionsTab = TabItem("connections", "Connections at risk", [connectionsHeader, connectionsTable, connectionsAlert])
+connectionsHeader = CardHeader("Connections at risk of being missed", "Inbound passengers with less than the protected connection threshold")
+connectionsTable = Table([inboundColumn, onwardColumn, passengersColumn, connectionColumn, riskColumn])
+inboundColumn = Col("Inbound", ["AX 782 / MIA", "AX 2187 / MCO", "AX 990 / MSY", "AX 1440 / RDU"])
+onwardColumn = Col("Onward flight", ["AX 1906 / SEA", "AX 1042 / BOS", "AX 625 / DCA", "AX 3304 / DEN"])
+passengersColumn = Col("Passengers", [18, 11, 7, 5], "number")
+connectionColumn = Col("Connection", ["24 min", "31 min", "27 min", "34 min"])
+riskColumn = Col("Risk", ["Critical", "High", "High", "Moderate"])
+connectionsAlert = Alert("41 passengers currently at risk", "Prioritize AX 782 connections and prepare reaccommodation options before arrival.", "destructive")
+rebookDialog = DialogBlock("Rebook affected passengers", "Passenger reaccommodation", "Find alternatives for passengers impacted by delays, cancellations, or missed connections.", [rebookForm], "default")
+rebookForm = Form("passenger-rebooking", rebookButtons, [bookingField, affectedFlightField, destinationField, travelDateField, preferenceField])
+bookingField = FormControl("Booking reference or passenger list", bookingInput, "Enter one PNR or a disruption list ID")
+bookingInput = Input("booking_reference", "Example: K7LM2Q or LIST-ATL-1042")
+affectedFlightField = FormControl("Affected flight", affectedFlightInput)
+affectedFlightInput = Input("affected_flight", "Example: AX 3304")
+destinationField = FormControl("Destination", destinationSelect)
+destinationSelect = Select("destination", [destinationBos, destinationDen, destinationDca, destinationSea], "Choose destination")
+destinationBos = SelectItem("BOS", "Boston (BOS)")
+destinationDen = SelectItem("DEN", "Denver (DEN)")
+destinationDca = SelectItem("DCA", "Washington National (DCA)")
+destinationSea = SelectItem("SEA", "Seattle (SEA)")
+travelDateField = FormControl("Travel date", travelDate)
+travelDate = DatePicker("travel_date", "single")
+preferenceField = FormControl("Rebooking priority", preferenceRadio)
+preferenceRadio = RadioGroup("rebooking_priority", [preferenceEarliest, preferenceSameCabin, preferenceProtect])
+preferenceEarliest = RadioItem("Earliest arrival", "Use the fastest available itinerary", "earliest")
+preferenceSameCabin = RadioItem("Preserve cabin", "Prefer the originally ticketed cabin", "same-cabin")
+preferenceProtect = RadioItem("Protect connection", "Prioritize itineraries with safer connection times", "protect")
+rebookButtons = Buttons([searchButton, cancelButton])
+searchButton = Button("Search alternatives", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..e29772678
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r2.txt
@@ -0,0 +1,77 @@
+root = Card([header, hubForm, kpis, opsTabs, rebookDialog], "card", "column", "l")
+header = CardHeader("Hub Operations Desk — ATL", "Live operational overview • Updated 14:32 local")
+hubForm = Form("hub-selector", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect)
+hubSelect = Select("hub", [hubAtl, hubDfw, hubOrd, hubJfk, hubLax], "Select hub", [], "ATL", "medium")
+hubAtl = SelectItem("ATL", "Atlanta (ATL)")
+hubDfw = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubOrd = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubJfk = SelectItem("JFK", "New York JFK (JFK)")
+hubLax = SelectItem("LAX", "Los Angeles (LAX)")
+hubButtons = Buttons([hubButton])
+hubButton = Button("Load hub", null, "secondary")
+kpis = Table([metricCol, valueCol, contextCol])
+metricCol = Col("Today's metric", ["On-time performance", "Average passenger load", "Cancellations", "Average turnaround"])
+valueCol = Col("Current", ["84.7%", "86.2%", 3, "41 min"])
+contextCol = Col("Operational context", ["Target: 85.0%", "Network average: 82.9%", "0.6% of scheduled flights", "Target: 38 min"])
+opsTabs = Tabs([flightsTab, exceptionsTab, resourcesTab, conditionsTab])
+flightsTab = TabItem("flights", "Flights", [flightHeading, flightsTable])
+flightHeading = Heading("Active flight board", "h2")
+flightsTable = Table([flightNoCol, routeCol, gateCol, statusCol])
+flightNoCol = Col("Flight", ["AX 1042", "AX 2187", "AX 3304", "AX 4511", "AX 5720", "AX 6098", "AX 7416", "AX 8821"])
+routeCol = Col("Route", ["ATL → BOS", "MCO → ATL", "ATL → LAX", "ORD → ATL", "ATL → MIA", "DCA → ATL", "ATL → DFW", "JFK → ATL"])
+gateCol = Col("Gate", ["B18", "A07", "T12", "C31", "B06", "D22", "A19", "E11"])
+statusCol = Col("Status", ["Boarding • On time", "Arrived • 8 min early", "Delayed • 48 min", "Taxiing • On time", "Gate open • On time", "Delayed • 32 min", "Final call • On time", "En route • On time"])
+exceptionsTab = TabItem("exceptions", "Exceptions", [delayHeading, delayAlertOne, delayAlertTwo, riskHeading, riskTable, gateHeading, gateTable])
+delayHeading = Heading("Delayed flights", "h2")
+delayAlertOne = Alert("AX 3304 to Los Angeles — 48-minute delay", "Aircraft maintenance inspection at gate T12. Revised departure 15:38; 176 passengers affected.", "warning")
+delayAlertTwo = Alert("AX 6098 from Washington — 32-minute delay", "Thunderstorm flow restrictions. Revised arrival 15:21; downstream aircraft rotation is being monitored.", "warning")
+riskHeading = Heading("Connections at risk", "h2")
+riskTable = Table([riskInboundCol, riskConnectionCol, riskTimeCol, riskPaxCol, riskActionCol])
+riskInboundCol = Col("Inbound", ["AX 6098", "AX 4511", "AX 8821"])
+riskConnectionCol = Col("Connecting flight", ["AX 743 → SEA", "AX 192 → MSY", "AX 515 → SAV"])
+riskTimeCol = Col("Projected connection", ["19 min", "27 min", "31 min"])
+riskPaxCol = Col("Passengers", [14, 8, 6], "number")
+riskActionCol = Col("Risk", ["Critical", "High", "High"])
+gateHeading = Heading("Recent gate changes", "h2")
+gateTable = Table([changeTimeCol, changeFlightCol, oldGateCol, newGateCol, reasonCol])
+changeTimeCol = Col("Time", ["14:24", "14:11", "13:56", "13:42"])
+changeFlightCol = Col("Flight", ["AX 7416", "AX 1042", "AX 5720", "AX 3304"])
+oldGateCol = Col("From", ["A12", "B22", "B03", "T09"])
+newGateCol = Col("To", ["A19", "B18", "B06", "T12"])
+reasonCol = Col("Reason", ["Aircraft swap", "Gate conflict", "Inbound proximity", "Maintenance access"])
+resourcesTab = TabItem("resources", "Crews", [crewHeading, crewCallout, crewTable])
+crewHeading = Heading("Crews available for reassignment", "h2")
+crewCallout = Callout("info", "Four crews currently assignable", "Availability reflects qualification, duty limits, and estimated report time.")
+crewTable = Table([crewIdCol, crewTypeCol, crewQualCol, dutyCol, availableCol])
+crewIdCol = Col("Crew", ["FC-218", "FC-304", "CC-117", "CC-289"])
+crewTypeCol = Col("Type", ["Flight deck", "Flight deck", "Cabin crew", "Cabin crew"])
+crewQualCol = Col("Qualification", ["A320 family", "B737", "A320 family", "B737 / A220"])
+dutyCol = Col("Duty remaining", ["5h 40m", "4h 55m", "6h 15m", "5h 05m"])
+availableCol = Col("Available", ["Now", "14:50", "Now", "15:05"])
+conditionsTab = TabItem("conditions", "Weather", [weatherHeading, weatherWarning, weatherInfo])
+weatherHeading = Heading("Weather advisories at ATL", "h2")
+weatherWarning = Alert("Ground stop risk: thunderstorms west of the field", "Convective cells may affect arrivals from 15:00–17:30. FAA flow restrictions are possible; expect intermittent ramp closures.", "warning")
+weatherInfo = Alert("Wind and visibility", "Wind 220° at 14 kt, gusting 22 kt. Visibility 8 miles. Runways are operating normally.", "info")
+rebookDialog = DialogBlock("Rebook affected passengers", "Passenger recovery", "Start rebooking for delayed, cancelled, or at-risk itineraries.", [rebookIntro, rebookForm], "default")
+rebookIntro = Callout("warning", "28 passengers need attention", "Prioritize critical connections and passengers affected by today's three cancellations.")
+rebookForm = Form("passenger-rebooking", rebookButtons, [affectedFlightField, passengerField, optionField, notifyField])
+affectedFlightField = FormControl("Affected flight", affectedFlightSelect)
+affectedFlightSelect = Select("affected_flight", [affected3304, affected6098, affectedCancelled], "Choose a flight")
+affected3304 = SelectItem("AX3304", "AX 3304 • ATL–LAX • Delayed")
+affected6098 = SelectItem("AX6098", "AX 6098 • DCA–ATL • Delayed")
+affectedCancelled = SelectItem("cancelled", "Today's cancelled flights")
+passengerField = FormControl("Passenger or record locator", passengerInput, "Leave blank to process all eligible passengers on the selected flight")
+passengerInput = Input("passenger", "Name or confirmation code", "text")
+optionField = FormControl("Recovery preference", optionRadio)
+optionRadio = RadioGroup("recovery", [nextFlightOption, partnerOption, overnightOption], "next")
+nextFlightOption = RadioItem("Next available flight", "Keep the same destination and cabin where possible", "next")
+partnerOption = RadioItem("Include partner airlines", "Search approved interline options", "partner")
+overnightOption = RadioItem("Allow overnight routing", "Include hotel-eligible next-day options", "overnight")
+notifyField = FormControl("Passenger notification", notifyGroup)
+notifyGroup = CheckBoxGroup("notifications", [smsNotify, emailNotify])
+smsNotify = CheckBoxItem("Send SMS", "Text the updated itinerary", "sms", true)
+emailNotify = CheckBoxItem("Send email", "Email confirmation and vouchers", "email", true)
+rebookButtons = Buttons([findOptionsButton, closeButton])
+findOptionsButton = Button("Find rebooking options", null, "primary")
+closeButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..3c5c671c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r3.txt
@@ -0,0 +1,73 @@
+root = Card([header, hubForm, alertsRow, kpiTable, flightsHeader, flightsTable, operationsRow, crewCard, weatherCard, rebookDialog], "card", "column", "l")
+header = CardHeader("Hub Operations Desk — ATL", "Live operating picture • 18 Aug 2026 • Local time")
+hubForm = Form("hub-selector", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect)
+hubSelect = Select("hub", [hubAtl, hubDfw, hubOrd, hubJfk, hubLax], "Select hub", [], "ATL", "medium")
+hubAtl = SelectItem("ATL", "Atlanta (ATL)")
+hubDfw = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubOrd = SelectItem("ORD", "Chicago O’Hare (ORD)")
+hubJfk = SelectItem("JFK", "New York JFK (JFK)")
+hubLax = SelectItem("LAX", "Los Angeles (LAX)")
+hubButtons = Buttons([hubButton])
+hubButton = Button("Load hub", null, "secondary")
+alertsRow = Card([delayAlert, weatherAlert, connectionAlert], "clear", "row", "m", "stretch", "between", true)
+delayAlert = Alert("Delayed flights", "3 active delays: DL1842 +47m, DL921 +31m, DL2670 +22m.", "warning")
+weatherAlert = Alert("Hub weather advisory", "Thunderstorms possible 16:00–19:00; ramp lightning holds may occur. Southwest winds 18 kt, gusting 27 kt.", "info")
+connectionAlert = Alert("Connections at risk", "42 passengers across 8 inbound connections have less than 35 minutes to connect.", "warning")
+kpiTable = Table([kpiMetric, kpiValue, kpiContext])
+kpiMetric = Col("Today’s metric", ["On-time performance", "Average passenger load", "Cancellations", "Average turnaround time", "At-risk connections"])
+kpiValue = Col("Current", ["84.6%", "87.3%", 4, "41 min", "42 passengers"])
+kpiContext = Col("Target / context", ["Target ≥ 85%", "Network average 83.9%", "0.6% of schedule", "Target ≤ 45 min", "8 inbound flights"])
+flightsHeader = CardHeader("Active flights", "Flight, route, gate and current status")
+flightsTable = Table([flightNumber, flightRoute, flightGate, flightStatus])
+flightNumber = Col("Flight", ["DL1842", "DL510", "DL921", "DL2670", "DL1448", "DL732", "DL2031", "DL388"])
+flightRoute = Col("Route", ["ATL → BOS", "MCO → ATL", "ATL → LAX", "RDU → ATL", "ATL → DCA", "MSY → ATL", "ATL → DEN", "JAX → ATL"])
+flightGate = Col("Gate", ["B18", "A27", "T04", "C36", "B07", "D12", "A16", "B31"])
+flightStatus = Col("Status", ["Delayed 47 min", "Arrived 10:18", "Delayed 31 min", "Delayed 22 min", "Boarding", "On time 11:05", "Gate closed", "On time 11:22"])
+operationsRow = Card([gateCard, riskCard], "clear", "row", "l", "stretch", "between", true)
+gateCard = Card([gateHeader, gateList], "sunk", "column", "m")
+gateHeader = CardHeader("Recent gate changes", "Most recent first")
+gateList = ListBlock([gateOne, gateTwo, gateThree, gateFour], "number")
+gateOne = ListItem("DL1448: B03 → B07", "10:21 • ATL → DCA • boarding moved")
+gateTwo = ListItem("DL921: T11 → T04", "10:13 • ATL → LAX • aircraft swap")
+gateThree = ListItem("DL732: D08 → D12", "10:02 • MSY → ATL • gate conflict")
+gateFour = ListItem("DL2031: A12 → A16", "09:48 • ATL → DEN • late inbound aircraft")
+riskCard = Card([riskHeader, riskTable], "sunk", "column", "m")
+riskHeader = CardHeader("Connections at risk of being missed", "Prioritized by shortest connection time")
+riskTable = Table([riskInbound, riskOutbound, riskTime, riskPassengers])
+riskInbound = Col("Inbound", ["DL2670 / C36", "DL510 / A27", "DL388 / B31", "DL732 / D12"])
+riskOutbound = Col("Connecting to", ["DL608 BOS / B22", "DL1174 SEA / T09", "DL1552 MIA / A03", "DL944 IAD / B11"])
+riskTime = Col("Connection", ["19 min", "24 min", "29 min", "33 min"])
+riskPassengers = Col("Passengers", [11, 14, 7, 10])
+crewCard = Card([crewHeader, crewTable], "sunk", "column", "m")
+crewHeader = CardHeader("Crews available for reassignment", "Qualified reserves currently at ATL")
+crewTable = Table([crewId, crewRole, crewQualification, crewAvailable])
+crewId = Col("Crew / employee", ["Reserve C-17", "Reserve C-22", "Reserve F-09", "Reserve F-14", "Reserve F-31"])
+crewRole = Col("Role", ["Flight deck", "Flight deck", "Cabin crew", "Cabin crew", "Cabin crew"])
+crewQualification = Col("Qualification", ["A320 family", "B737", "Domestic lead", "Domestic", "International"])
+crewAvailable = Col("Available until", ["18:30", "20:00", "17:15", "21:00", "22:30"])
+weatherCard = Card([weatherHeader, weatherDetails], "sunk", "column", "m")
+weatherHeader = CardHeader("ATL weather advisories", "Operational impacts at the hub")
+weatherDetails = ListBlock([weatherOne, weatherTwo, weatherThree], "number")
+weatherOne = ListItem("Convective weather watch", "16:00–19:00 • thunderstorms within 20 NM; airborne holding possible")
+weatherTwo = ListItem("Ramp wind advisory", "Southwest 18 kt, gusting 27 kt through 20:00")
+weatherThree = ListItem("Lightning protocol readiness", "Ramp closure threshold monitoring active; no current ground stop")
+rebookDialog = DialogBlock("Rebook affected passengers", "Passenger reaccommodation", "Search an affected flight and choose rebooking priorities.", [rebookForm], "default")
+rebookForm = Form("passenger-rebooking", rebookButtons, [affectedFlightField, passengerField, priorityField, optionsField])
+affectedFlightField = FormControl("Affected flight", affectedFlightInput, "Enter the delayed or cancelled flight number")
+affectedFlightInput = Input("affected_flight", "e.g. DL1842", "text")
+passengerField = FormControl("Passenger or record locator", passengerInput)
+passengerInput = Input("passenger", "Name or confirmation code", "text")
+priorityField = FormControl("Rebooking priority", prioritySelect)
+prioritySelect = Select("priority", [priorityConnection, priorityAll, prioritySpecial], "Choose priority")
+priorityConnection = SelectItem("connections", "Misconnecting passengers first")
+priorityAll = SelectItem("all", "All affected passengers")
+prioritySpecial = SelectItem("special", "Unaccompanied minors and accessibility needs first")
+optionsField = FormControl("Options", optionsCheck)
+optionsCheck = CheckBoxGroup("options", [optionSameDay, optionNearby, optionCabin])
+optionSameDay = CheckBoxItem("Same-day flights", "Search remaining departures today", "same_day", true)
+optionNearby = CheckBoxItem("Nearby airports", "Include alternate airports where practical", "nearby", false)
+optionCabin = CheckBoxItem("Protect cabin", "Prefer the original cabin when available", "cabin", true)
+rebookButtons = Buttons([findButton, clearButton])
+findButton = Button("Find rebooking options", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..287acc137
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-airline__r4.txt
@@ -0,0 +1,63 @@
+root = Card([header, hubForm, alertsRow, kpiTable, flightHeading, flightTable, delayCallout, gateHeading, gateTable, crewHeading, crewTable, connectionHeading, connectionTable, rebookDialog], "card", "column", "l")
+header = CardHeader("Hub Operations Desk — ATL", "Live operational snapshot • August 18, 2026 • Local time")
+hubForm = Form("hub-selector", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect)
+hubSelect = Select("hub", [hubATL, hubDFW, hubORD, hubDEN, hubJFK], "Select hub", null, "ATL", "medium")
+hubATL = SelectItem("ATL", "Atlanta (ATL)")
+hubDFW = SelectItem("DFW", "Dallas/Fort Worth (DFW)")
+hubORD = SelectItem("ORD", "Chicago O'Hare (ORD)")
+hubDEN = SelectItem("DEN", "Denver (DEN)")
+hubJFK = SelectItem("JFK", "New York–JFK (JFK)")
+hubButtons = Buttons([hubButton])
+hubButton = Button("Load hub", null, "primary")
+alertsRow = Card([weatherAlert, delayAlert], "sunk", "row", "m", "stretch", "between", true)
+weatherAlert = Alert("Weather advisory", "Thunderstorms expected 15:30–18:00. Ground-stop risk is moderate; southwest ramp activity may pause during lightning.", "warning")
+delayAlert = Alert("7 delayed flights", "Three departures exceed 30 minutes. Prioritize DL1842, DL2217, and DL907 for gate and crew recovery.", "destructive")
+kpiTable = Table([metricCol, valueCol, targetCol])
+metricCol = Col("Today's metric", ["On-time performance", "Average passenger load", "Cancellations", "Average turnaround time"])
+valueCol = Col("Current", ["82.4%", "86.7%", 3, "41 min"])
+targetCol = Col("Target / context", ["≥ 85%", "Network average: 84.9%", "0.4% of schedule", "Target: ≤ 38 min"])
+flightHeading = Heading("Active flights", "h2")
+flightTable = Table([flightNoCol, routeCol, gateCol, statusCol])
+flightNoCol = Col("Flight", ["DL1842", "DL512", "DL2217", "DL907", "DL1460", "DL303"])
+routeCol = Col("Route", ["ATL → BOS", "ATL → MCO", "ATL → LAX", "ATL → LGA", "ATL → DFW", "ATL → SEA"])
+gateCol = Col("Gate", ["B18", "A11", "T4", "B27", "C36", "E12"])
+statusCol = Col("Status", ["Delayed 47 min", "Boarding", "Delayed 35 min", "Delayed 62 min", "On time", "Gate closed"])
+delayCallout = Callout("warning", "Delayed-flight action needed", "DL907 awaits an inbound crew; DL1842 is held for weather; DL2217 has a maintenance inspection in progress.")
+gateHeading = Heading("Recent gate changes", "h2")
+gateTable = Table([gateTimeCol, gateFlightCol, oldGateCol, newGateCol, gateReasonCol])
+gateTimeCol = Col("Time", ["14:18", "14:06", "13:52"])
+gateFlightCol = Col("Flight", ["DL1842", "DL512", "DL1460"])
+oldGateCol = Col("From", ["B12", "A7", "C31"])
+newGateCol = Col("To", ["B18", "A11", "C36"])
+gateReasonCol = Col("Reason", ["Aircraft swap", "Gate conflict", "Inbound proximity"])
+crewHeading = Heading("Crews available for reassignment", "h2")
+crewTable = Table([crewCol, crewRoleCol, crewReadyCol, crewLimitCol])
+crewCol = Col("Crew / reserve", ["Reserve 12A", "Reserve 7C", "Crew 418"])
+crewRoleCol = Col("Qualification", ["A320 flight deck", "B737 cabin crew", "A321 full crew"])
+crewReadyCol = Col("Available", ["Now", "14:45", "15:05"])
+crewLimitCol = Col("Duty remaining", ["5h 20m", "6h 05m", "4h 10m"])
+connectionHeading = Heading("Connections at risk", "h2")
+connectionTable = Table([connectInboundCol, connectOutboundCol, connectPassengersCol, connectWindowCol, connectRiskCol])
+connectInboundCol = Col("Inbound", ["DL907 from LGA", "DL1842 from BOS", "DL2217 from LAX"])
+connectOutboundCol = Col("Connection", ["DL1190 to MSY", "DL640 to RDU", "DL1733 to SAV"])
+connectPassengersCol = Col("Passengers", [18, 11, 9])
+connectWindowCol = Col("Projected window", ["12 min", "19 min", "23 min"])
+connectRiskCol = Col("Risk", ["Critical", "High", "High"])
+rebookDialog = DialogBlock("Rebook affected passengers", "Passenger recovery", "Select the affected flight and recovery preference, then submit the rebooking request.", [rebookForm], "default")
+rebookForm = Form("passenger-rebooking", rebookButtons, [affectedFlightField, recoveryField, notesField])
+affectedFlightField = FormControl("Affected flight", affectedFlightSelect)
+affectedFlightSelect = Select("affected_flight", [affected907, affected1842, affected2217], "Choose flight")
+affected907 = SelectItem("DL907", "DL907 — 18 at-risk passengers")
+affected1842 = SelectItem("DL1842", "DL1842 — 11 at-risk passengers")
+affected2217 = SelectItem("DL2217", "DL2217 — 9 at-risk passengers")
+recoveryField = FormControl("Recovery preference", recoveryRadio)
+recoveryRadio = RadioGroup("recovery", [recoveryNext, recoveryPartner, recoveryHotel], "next")
+recoveryNext = RadioItem("Next available flight", "Prioritize the earliest same-carrier itinerary", "next")
+recoveryPartner = RadioItem("Include partner airlines", "Search approved interline options", "partner")
+recoveryHotel = RadioItem("Overnight recovery", "Include hotel and meal accommodation", "overnight")
+notesField = FormControl("Operations notes", notesInput)
+notesInput = TextArea("notes", "Add handling instructions or passenger priorities", 3)
+rebookButtons = Buttons([rebookButton, reviewButton])
+rebookButton = Button("Submit rebooking", null, "primary")
+reviewButton = Button("Review options", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..2a06a2f68
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r1.txt
@@ -0,0 +1,94 @@
+root = Card([header, balances, transactionsHeader, transactions, dispute, spendingHeader, spending, billsHeader, bills, insights, transferHeader, transferForm, controlsHeader, statementForm, alertForm, freezeControl], "card", "column", "l")
+header = CardHeader("Good morning, Alex", "Personal banking home · Updated August 18, 2026")
+balances = Card([checkingCard, savingsCard, creditCard], "clear", "row", "m", "stretch", "between", true)
+checkingCard = Card([checkingLabel, checkingBalance, checkingDetail], "sunk", "column", "xs")
+checkingLabel = TextContent("EVERYDAY CHECKING", "small-heavy")
+checkingBalance = TextContent("$4,286.42", "large-heavy")
+checkingDetail = TextContent("Available balance · ••1842", "small")
+savingsCard = Card([savingsLabel, savingsBalance, savingsDetail], "sunk", "column", "xs")
+savingsLabel = TextContent("HIGH-YIELD SAVINGS", "small-heavy")
+savingsBalance = TextContent("$18,640.00", "large-heavy")
+savingsDetail = TextContent("3.80% APY · ••7301", "small")
+creditCard = Card([creditLabel, creditBalance, creditDetail], "sunk", "column", "xs")
+creditLabel = TextContent("CREDIT LINE", "small-heavy")
+creditBalance = TextContent("$1,284.67", "large-heavy")
+creditDetail = TextContent("$8,715.33 available · Payment due Sep 2", "small")
+transactionsHeader = Heading("Recent transactions", "h2")
+transactions = Table([transactionDate, transactionMerchant, transactionAccount, transactionAmount])
+transactionDate = Col("Date", ["Aug 18", "Aug 17", "Aug 16", "Aug 15", "Aug 14"])
+transactionMerchant = Col("Merchant", ["Green Market", "Metro Transit", "Northstar Energy", "Cloud Nine Coffee", "Payroll Deposit"])
+transactionAccount = Col("Account", ["Credit ••5521", "Checking ••1842", "Checking ••1842", "Credit ••5521", "Checking ••1842"])
+transactionAmount = Col("Amount", ["-$86.24", "-$28.00", "-$142.17", "-$7.80", "+$3,420.00"])
+dispute = DialogBlock("Dispute a transaction", "Start a transaction dispute", "Choose the transaction and tell us what happened. We will review the claim and contact you with next steps.", [disputeForm], "outline")
+disputeForm = Form("transaction-dispute", disputeButtons, [disputeTransactionField, disputeReasonField, disputeDetailsField])
+disputeTransactionField = FormControl("Transaction", disputeTransactionSelect)
+disputeTransactionSelect = Select("transaction", [disputeGreen, disputeMetro, disputeEnergy, disputeCoffee], "Select a transaction")
+disputeGreen = SelectItem("green-market-0826", "Green Market · $86.24 · Aug 18")
+disputeMetro = SelectItem("metro-transit-0826", "Metro Transit · $28.00 · Aug 17")
+disputeEnergy = SelectItem("northstar-energy-0826", "Northstar Energy · $142.17 · Aug 16")
+disputeCoffee = SelectItem("cloud-nine-0826", "Cloud Nine Coffee · $7.80 · Aug 15")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("reason", [reasonUnknown, reasonAmount, reasonDuplicate, reasonService], "Choose a reason")
+reasonUnknown = SelectItem("not-mine", "I do not recognize this transaction")
+reasonAmount = SelectItem("wrong-amount", "The amount is incorrect")
+reasonDuplicate = SelectItem("duplicate", "I was charged more than once")
+reasonService = SelectItem("not-received", "Product or service was not received")
+disputeDetailsField = FormControl("Additional details", disputeDetailsInput, "Do not include passwords or PINs")
+disputeDetailsInput = TextArea("details", "Describe what happened", 4)
+disputeButtons = Buttons([submitDispute, cancelDispute])
+submitDispute = Button("Submit dispute", null, "primary")
+cancelDispute = Button("Cancel", null, "tertiary")
+spendingHeader = Heading("Spending this month", "h2")
+spending = PieChart(["Housing", "Groceries", "Dining", "Transport", "Utilities", "Other"], [1450, 486, 312, 228, 196, 274], "donut", "circular")
+billsHeader = Heading("Bills due soon", "h2")
+bills = ListBlock([billEnergy, billInternet, billCard], "number")
+billEnergy = ListItem("Northstar Energy · $142.17", "Due Aug 22 · Autopay from Checking")
+billInternet = ListItem("FiberLink Internet · $79.99", "Due Aug 25 · Autopay from Checking")
+billCard = ListItem("Credit line minimum · $65.00", "Due Sep 2 · Not scheduled")
+insights = Card([vacationCard, scoreCard], "clear", "row", "m", "stretch", "between", true)
+vacationCard = Card([vacationTitle, vacationAmount, vacationProgress, vacationNote], "sunk", "column", "s")
+vacationTitle = Heading("Vacation savings", "h3")
+vacationAmount = TextContent("$6,400 of $10,000", "large-heavy")
+vacationProgress = Progress(64, "64% funded")
+vacationNote = TextContent("$3,600 to go · Target: June 2027", "small")
+scoreCard = Card([scoreTitle, scoreValue, scoreBadge, scoreNote], "sunk", "column", "s")
+scoreTitle = Heading("Credit score", "h3")
+scoreValue = TextContent("748", "large-heavy")
+scoreBadge = Badge("Very good", "secondary")
+scoreNote = TextContent("Updated Aug 12 · Up 6 points", "small")
+transferHeader = Heading("Move money", "h2")
+transferForm = Form("move-money", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Choose an account")
+fromChecking = SelectItem("checking-1842", "Checking ••1842 · $4,286.42")
+fromSavings = SelectItem("savings-7301", "Savings ••7301 · $18,640.00")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose an account")
+toChecking = SelectItem("checking-1842", "Checking ••1842")
+toSavings = SelectItem("savings-7301", "Savings ••7301")
+toCredit = SelectItem("credit-5521", "Credit line ••5521")
+amountField = FormControl("Amount", amountInput, "Transfers between your accounts are immediate")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+controlsHeader = Heading("Account controls", "h2")
+statementForm = Form("statement-period", statementButtons, [statementField])
+statementField = FormControl("Statement period", statementSelect, "Pick a period to view or download")
+statementSelect = Select("statement_period", [statementAugust, statementJuly, statementJune, statementMay], "Select a statement")
+statementAugust = SelectItem("2026-08", "August 2026")
+statementJuly = SelectItem("2026-07", "July 2026")
+statementJune = SelectItem("2026-06", "June 2026")
+statementMay = SelectItem("2026-05", "May 2026")
+statementButtons = Buttons([viewStatement])
+viewStatement = Button("View statement", null, "secondary")
+alertForm = Form("alert-preferences", alertButtons, [alertTriggersField])
+alertTriggersField = FormControl("Alert triggers", alertTriggers, "Choose the activity that should notify you")
+alertTriggers = CheckBoxGroup("alert_triggers", [alertLowBalance, alertLargePurchase, alertDeposit, alertBill, alertForeign])
+alertLowBalance = CheckBoxItem("Low balance", "Notify me when checking falls below $500", "low_balance", true)
+alertLargePurchase = CheckBoxItem("Large purchase", "Notify me for transactions over $250", "large_purchase", true)
+alertDeposit = CheckBoxItem("Direct deposit", "Notify me when a deposit arrives", "direct_deposit", true)
+alertBill = CheckBoxItem("Bill due", "Notify me three days before a bill is due", "bill_due", true)
+alertForeign = CheckBoxItem("International activity", "Notify me about foreign transactions", "international", true)
+alertButtons = Buttons([saveAlerts])
+saveAlerts = Button("Save alert settings", null, "secondary")
+freezeControl = AlertDialogBlock("Freeze credit line", "Freeze credit line?", "New purchases and cash advances will be declined until you unfreeze it. Existing recurring charges may still process.", "Freeze line", "Keep active", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..71f608531
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r2.txt
@@ -0,0 +1,93 @@
+root = Card([header, balanceHeading, balances, transactionHeading, transactions, disputeDialog, spendingHeading, spendingChart, billsHeading, bills, insights, transferHeading, transferForm, controlsHeading, controls], "card", "column", "l")
+header = CardHeader("Good morning, Alex", "Personal banking overview • August 18, 2026")
+balanceHeading = Heading("Account balances", "h2")
+balances = Table([accountColumn, balanceColumn, detailColumn])
+accountColumn = Col("Account", ["Everyday Checking ••4821", "High-Yield Savings ••7730", "Cash Rewards Credit ••1904"])
+balanceColumn = Col("Balance", ["$4,286.42", "$18,750.00", "$1,284.63 owed"])
+detailColumn = Col("Available", ["$4,086.42", "$18,750.00", "$6,715.37 credit"])
+transactionHeading = Heading("Recent transactions", "h2")
+transactions = Table([dateColumn, merchantColumn, transactionAccountColumn, amountColumn])
+dateColumn = Col("Date", ["Aug 18", "Aug 17", "Aug 16", "Aug 15", "Aug 14"])
+merchantColumn = Col("Merchant", ["Green Market", "Metro Transit", "Northstar Payroll", "StreamWave", "Corner Café"])
+transactionAccountColumn = Col("Account", ["Credit", "Checking", "Checking", "Credit", "Credit"])
+amountColumn = Col("Amount", ["−$64.28", "−$24.00", "+$2,840.00", "−$15.99", "−$8.75"])
+disputeDialog = DialogBlock("Dispute a transaction", "Start a transaction dispute", "Select the transaction and explain what went wrong. A specialist will review your claim.", [disputeForm], "outline")
+disputeForm = Form("transaction-dispute", disputeButtons, [disputeTransactionField, disputeReasonField, disputeDetailsField])
+disputeTransactionField = FormControl("Transaction", disputeTransactionSelect)
+disputeTransactionSelect = Select("transaction", [transactionGreen, transactionMetro, transactionStream, transactionCafe], "Choose a transaction")
+transactionGreen = SelectItem("green-market-0826", "Green Market • $64.28 • Aug 18")
+transactionMetro = SelectItem("metro-transit-0826", "Metro Transit • $24.00 • Aug 17")
+transactionStream = SelectItem("streamwave-0826", "StreamWave • $15.99 • Aug 15")
+transactionCafe = SelectItem("corner-cafe-0826", "Corner Café • $8.75 • Aug 14")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("reason", [reasonUnknown, reasonDuplicate, reasonAmount, reasonService], "Select a reason")
+reasonUnknown = SelectItem("not-mine", "I don't recognize this transaction")
+reasonDuplicate = SelectItem("duplicate", "I was charged more than once")
+reasonAmount = SelectItem("wrong-amount", "The amount is incorrect")
+reasonService = SelectItem("service-issue", "Goods or services were not received")
+disputeDetailsField = FormControl("Details", disputeDetailsInput, "Do not include card numbers or passwords")
+disputeDetailsInput = TextArea("details", "Describe what happened", 4)
+disputeButtons = Buttons([submitDisputeButton, cancelDisputeButton])
+submitDisputeButton = Button("Submit dispute", null, "primary")
+cancelDisputeButton = Button("Cancel", null, "tertiary")
+spendingHeading = Heading("Spending this month", "h2")
+spendingChart = PieChart(["Housing", "Dining", "Groceries", "Transport", "Shopping", "Subscriptions"], [1450, 386, 512, 214, 328, 96], "donut", "circular")
+billsHeading = Heading("Bills due soon", "h2")
+bills = ListBlock([billElectric, billInternet, billCard], "number")
+billElectric = ListItem("City Electric • $118.40", "Due Aug 21 • Autopay on")
+billInternet = ListItem("FiberNet • $79.99", "Due Aug 24 • Autopay on")
+billCard = ListItem("Cash Rewards Credit • $425.00 minimum", "Due Aug 28 • Schedule payment")
+insights = Card([goalCard, scoreCard], "sunk", "row", "l", "stretch", "between", true)
+goalCard = Card([goalHeading, goalAmount, goalProgress, goalNote], "clear", "column", "s")
+goalHeading = Heading("Vacation savings", "h3")
+goalAmount = TextContent("$3,750 of $5,000", "large-heavy")
+goalProgress = Progress(75, "75% funded")
+goalNote = TextContent("$1,250 to go • Target: December 2026", "small")
+scoreCard = Card([scoreHeading, scoreValue, scoreBadge, scoreNote], "clear", "column", "s")
+scoreHeading = Heading("Credit score", "h3")
+scoreValue = TextContent("742", "large-heavy")
+scoreBadge = Badge("Very good", "secondary")
+scoreNote = TextContent("Updated Aug 12 • Up 6 points", "small")
+transferHeading = Heading("Move money", "h2")
+transferForm = Form("move-money", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Choose an account")
+fromChecking = SelectItem("checking-4821", "Everyday Checking • $4,286.42")
+fromSavings = SelectItem("savings-7730", "High-Yield Savings • $18,750.00")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose an account")
+toChecking = SelectItem("checking-4821", "Everyday Checking ••4821")
+toSavings = SelectItem("savings-7730", "High-Yield Savings ••7730")
+toCredit = SelectItem("credit-1904", "Cash Rewards Credit ••1904")
+amountField = FormControl("Amount", amountInput, "Transfers between your accounts are usually immediate")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([reviewTransferButton])
+reviewTransferButton = Button("Review transfer", null, "primary")
+controlsHeading = Heading("Account controls", "h2")
+controls = Card([freezeCard, statementCard, alertCard], "sunk", "column", "l")
+freezeCard = Card([freezeHeading, freezeDescription, freezeAction], "clear", "column", "s")
+freezeHeading = Heading("Credit line", "h3")
+freezeDescription = TextContent("Temporarily block new purchases on Cash Rewards Credit ••1904.")
+freezeAction = AlertDialogBlock("Freeze credit line", "Freeze Cash Rewards Credit?", "New purchases will be declined until you unfreeze the line. Recurring charges and pending transactions may still process.", "Freeze line", "Cancel", "destructive")
+statementCard = Card([statementHeading, statementForm], "clear", "column", "s")
+statementHeading = Heading("Statements", "h3")
+statementForm = Form("statement-period", statementButtons, [statementPeriodField])
+statementPeriodField = FormControl("Statement period", statementPeriodSelect)
+statementPeriodSelect = Select("statement_period", [periodAugust, periodJuly, periodJune, periodAnnual], "Choose a period")
+periodAugust = SelectItem("2026-08", "August 2026")
+periodJuly = SelectItem("2026-07", "July 2026")
+periodJune = SelectItem("2026-06", "June 2026")
+periodAnnual = SelectItem("2025-annual", "2025 annual summary")
+statementButtons = Buttons([viewStatementButton])
+viewStatementButton = Button("View statement", null, "secondary")
+alertCard = Card([alertHeading, alertDescription, alertSettings, alertSaveButtons], "clear", "column", "s")
+alertHeading = Heading("Alert triggers", "h3")
+alertDescription = TextContent("Choose which account events should notify you.")
+alertSettings = SwitchGroup("alert_triggers", [lowBalanceAlert, largePurchaseAlert, depositAlert, billAlert, internationalAlert], "card")
+lowBalanceAlert = SwitchItem("Low balance", "Alert when checking falls below $500", "low_balance", true)
+largePurchaseAlert = SwitchItem("Large purchase", "Alert for transactions over $250", "large_purchase", true)
+depositAlert = SwitchItem("Direct deposit", "Alert when payroll arrives", "direct_deposit", true)
+billAlert = SwitchItem("Bill due", "Alert three days before a bill is due", "bill_due", true)
+internationalAlert = SwitchItem("International activity", "Alert for purchases outside the country", "international_activity", true)
+alertSaveButtons = Buttons([saveAlertsButton])
+saveAlertsButton = Button("Save alert settings", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..f94385407
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r3.txt
@@ -0,0 +1,90 @@
+root = Card([header, securityAlert, balanceHeader, balances, transactionHeader, transactions, spendingHeader, spending, billsHeader, bills, insights, transferHeader, transferForm, controlsHeader, controls], "card", "column", "l")
+header = CardHeader("Good morning, Alex", "Personal banking home • Updated moments ago")
+securityAlert = Alert("Accounts protected", "No unusual account activity detected.", "success")
+balanceHeader = Heading("Account balances", "h2")
+balances = Table([accountCol, balanceCol, availableCol])
+accountCol = Col("Account", ["Everyday Checking ••4821", "High-Yield Savings ••9034", "Cash Rewards Credit ••1178"])
+balanceCol = Col("Current balance", ["$4,286.42", "$18,940.15", "$1,247.63 owed"])
+availableCol = Col("Available", ["$4,086.42", "$18,940.15", "$8,752.37 credit"])
+transactionHeader = Heading("Recent transactions", "h2")
+transactions = Table([dateCol, merchantCol, transactionAccountCol, amountCol, disputeCol])
+dateCol = Col("Date", ["Aug 18", "Aug 17", "Aug 16", "Aug 15", "Aug 14"])
+merchantCol = Col("Merchant", ["Green Market", "Metro Transit", "Northstar Electric", "Corner Coffee", "StreamWave"])
+transactionAccountCol = Col("Account", ["Checking", "Credit", "Checking", "Credit", "Credit"])
+amountCol = Col("Amount", ["-$82.47", "-$24.00", "-$118.62", "-$6.75", "-$15.99"])
+disputeCol = Col("Action", ["Dispute", "Dispute", "Dispute", "Dispute", "Dispute"], "action")
+spendingHeader = Heading("Spending this month", "h2")
+spending = PieChart(["Housing & utilities", "Groceries", "Dining", "Transport", "Shopping", "Subscriptions"], [1420, 486, 312, 228, 194, 96], "donut", "circular")
+billsHeader = Heading("Bills due soon", "h2")
+bills = ListBlock([electricBill, internetBill, cardBill], "number")
+electricBill = ListItem("Northstar Electric • $118.62", "Due Aug 22 • Autopay from checking")
+internetBill = ListItem("CityNet Internet • $74.99", "Due Aug 25 • Autopay from checking")
+cardBill = ListItem("Cash Rewards Credit • $325.00 minimum", "Due Aug 29 • Statement balance $1,247.63")
+insights = Card([goalHeader, goalProgress, goalDetail, scoreHeader, scoreBadge, scoreDetail], "sunk", "column", "s")
+goalHeader = Heading("Vacation savings goal", "h3")
+goalProgress = Progress(68, "$4,760 of $7,000")
+goalDetail = TextContent("$2,240 remaining • Target: June 2027", "small")
+scoreHeader = Heading("Current credit score", "h3")
+scoreBadge = Badge("742 • Very good", "secondary")
+scoreDetail = TextContent("Updated Aug 12 • Up 6 points since last month", "small")
+transferHeader = Heading("Move money", "h2")
+transferForm = Form("move-money", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Choose an account")
+fromChecking = SelectItem("checking", "Everyday Checking ••4821 — $4,286.42")
+fromSavings = SelectItem("savings", "High-Yield Savings ••9034 — $18,940.15")
+toField = FormControl("To", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose an account")
+toChecking = SelectItem("checking", "Everyday Checking ••4821")
+toSavings = SelectItem("savings", "High-Yield Savings ••9034")
+toCredit = SelectItem("credit", "Cash Rewards Credit ••1178")
+amountField = FormControl("Amount", amountInput, "Enter the amount in USD")
+amountInput = Input("transfer_amount", "$0.00", "number", ["required"])
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+controlsHeader = Heading("Account controls", "h2")
+controls = Tabs([cardTab, statementsTab, alertsTab, disputeTab])
+cardTab = TabItem("card-controls", "Credit line", [freezeNotice, freezeControl])
+freezeNotice = TextCallout("warning", "Freeze credit line", "Freezing blocks new purchases and cash advances. Existing recurring charges may continue.")
+freezeControl = AlertDialogBlock("Freeze credit line", "Freeze Cash Rewards Credit?", "New transactions will be declined until you unfreeze it. Existing balances and payments are unaffected.", "Freeze line", "Cancel", "destructive")
+statementsTab = TabItem("statements", "Statements", [statementForm])
+statementForm = Form("statement-period", statementButtons, [statementPeriodField])
+statementPeriodField = FormControl("Statement period", statementPeriodSelect)
+statementPeriodSelect = Select("statement_period", [periodCurrent, periodJuly, periodJune, periodAnnual], "Choose a period")
+periodCurrent = SelectItem("2026-08", "Aug 1–Aug 18, 2026")
+periodJuly = SelectItem("2026-07", "Jul 1–Jul 31, 2026")
+periodJune = SelectItem("2026-06", "Jun 1–Jun 30, 2026")
+periodAnnual = SelectItem("2025", "2025 annual summary")
+statementButtons = Buttons([viewStatementButton])
+viewStatementButton = Button("View statement", null, "primary")
+alertsTab = TabItem("alerts", "Alerts", [alertForm])
+alertForm = Form("alert-preferences", alertButtons, [alertTriggersField])
+alertTriggersField = FormControl("Notify me when", alertTriggers)
+alertTriggers = CheckBoxGroup("alert_triggers", [largePurchaseAlert, lowBalanceAlert, depositAlert, billAlert, cardUseAlert])
+largePurchaseAlert = CheckBoxItem("Large purchase", "A transaction exceeds $250", "large_purchase", true)
+lowBalanceAlert = CheckBoxItem("Low checking balance", "Available balance falls below $500", "low_balance", true)
+depositAlert = CheckBoxItem("Direct deposit arrives", "A payroll deposit posts", "direct_deposit", true)
+billAlert = CheckBoxItem("Bill due soon", "A scheduled bill is due within three days", "bill_due", true)
+cardUseAlert = CheckBoxItem("Credit line activity", "Any purchase or cash advance posts", "credit_activity", false)
+alertButtons = Buttons([saveAlertsButton])
+saveAlertsButton = Button("Save alert preferences", null, "primary")
+disputeTab = TabItem("dispute", "Dispute", [disputeIntro, disputeForm])
+disputeIntro = TextCallout("info", "Dispute a transaction", "Select the transaction you do not recognize or believe is incorrect.")
+disputeForm = Form("transaction-dispute", disputeButtons, [transactionField, disputeReasonField, disputeDetailsField])
+transactionField = FormControl("Transaction", transactionSelect)
+transactionSelect = Select("disputed_transaction", [txGreen, txMetro, txElectric, txCoffee, txStream], "Choose a transaction")
+txGreen = SelectItem("tx_green", "Aug 18 • Green Market • $82.47")
+txMetro = SelectItem("tx_metro", "Aug 17 • Metro Transit • $24.00")
+txElectric = SelectItem("tx_electric", "Aug 16 • Northstar Electric • $118.62")
+txCoffee = SelectItem("tx_coffee", "Aug 15 • Corner Coffee • $6.75")
+txStream = SelectItem("tx_stream", "Aug 14 • StreamWave • $15.99")
+disputeReasonField = FormControl("Reason", disputeReason)
+disputeReason = RadioGroup("dispute_reason", [reasonUnknown, reasonAmount, reasonDuplicate, reasonService])
+reasonUnknown = RadioItem("I don't recognize it", "The transaction was not authorized by me", "unrecognized")
+reasonAmount = RadioItem("The amount is wrong", "The charged amount differs from what I approved", "wrong_amount")
+reasonDuplicate = RadioItem("I was charged twice", "This appears to be a duplicate charge", "duplicate")
+reasonService = RadioItem("Product or service issue", "The purchase was canceled, missing, or not as described", "service_issue")
+disputeDetailsField = FormControl("Additional details", disputeDetails)
+disputeDetails = TextArea("dispute_details", "Tell us what happened", 4)
+disputeButtons = Buttons([submitDisputeButton])
+submitDisputeButton = Button("Start dispute", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..2f44ec159
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-bank__r4.txt
@@ -0,0 +1,86 @@
+root = Card([header, balances, transactions, spending, bills, goalsCredit, transferForm, accountControls, statementForm, alertForm, disputeForm], "clear", "column", "l")
+header = CardHeader("Good morning, Alex", "Personal banking home · Updated August 18, 2026")
+balances = Card([balancesHeader, balanceTable], "card", "column", "m")
+balancesHeader = CardHeader("Account balances", "Available balances and current credit activity")
+balanceTable = Table([accountCol, balanceCol, detailCol])
+accountCol = Col("Account", ["Everyday Checking ••4821", "High-Yield Savings ••7734", "Cash Rewards Credit ••1098"])
+balanceCol = Col("Balance", ["$4,286.42", "$18,750.00", "$1,284.19 owed"])
+detailCol = Col("Details", ["Available", "3.90% APY", "$8,715.81 available"])
+transactions = Card([transactionsHeader, transactionTable], "card", "column", "m")
+transactionsHeader = CardHeader("Recent transactions", "Latest posted and pending activity")
+transactionTable = Table([dateCol, merchantCol, transactionAccountCol, amountCol])
+dateCol = Col("Date", ["Aug 18", "Aug 17", "Aug 16", "Aug 15", "Aug 14"])
+merchantCol = Col("Merchant", ["Greenleaf Market", "Metro Transit", "Northstar Payroll", "StreamWave", "Harbor Coffee"])
+transactionAccountCol = Col("Account", ["Credit", "Checking", "Checking", "Credit", "Credit"])
+amountCol = Col("Amount", ["-$86.24", "-$24.00", "+$2,840.00", "-$15.99", "-$6.75"])
+spending = Card([spendingHeader, spendingChart], "card", "column", "m")
+spendingHeader = CardHeader("Spending this month", "$2,460 total across spending categories")
+spendingChart = PieChart(["Housing", "Groceries", "Dining", "Transport", "Shopping", "Other"], [1050, 420, 285, 230, 275, 200], "donut", "circular")
+bills = Card([billsHeader, billsList], "card", "column", "m")
+billsHeader = CardHeader("Bills due soon", "Upcoming scheduled and expected payments")
+billsList = ListBlock([electricBill, cardBill, internetBill], "number")
+electricBill = ListItem("City Electric · $142.60", "Due Aug 22 · Autopay from checking")
+cardBill = ListItem("Cash Rewards Credit · $425.00", "Minimum due Aug 25 · Autopay enabled")
+internetBill = ListItem("FiberNet Internet · $79.99", "Due Aug 28 · Manual payment")
+goalsCredit = Card([vacationCard, creditScoreCard], "clear", "row", "l", "stretch", "between", true)
+vacationCard = Card([vacationHeader, vacationProgress, vacationText], "card", "column", "m")
+vacationHeader = CardHeader("Vacation savings goal", "Japan trip · Target $8,000")
+vacationProgress = Progress(68, "$5,440 saved")
+vacationText = TextContent("$2,560 remaining · On track for March 2027", "small")
+creditScoreCard = Card([creditHeader, creditScore, creditStatus], "card", "column", "m")
+creditHeader = CardHeader("Credit score", "Updated August 12, 2026")
+creditScore = Heading("742", "h1")
+creditStatus = Badge("Very good", "secondary")
+transferForm = Form("move-money", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From account", fromSelect)
+fromSelect = Select("from_account", [fromChecking, fromSavings], "Choose source account")
+fromChecking = SelectItem("checking", "Everyday Checking ••4821 — $4,286.42")
+fromSavings = SelectItem("savings", "High-Yield Savings ••7734 — $18,750.00")
+toField = FormControl("To account", toSelect)
+toSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose destination account")
+toChecking = SelectItem("checking", "Everyday Checking ••4821")
+toSavings = SelectItem("savings", "High-Yield Savings ••7734")
+toCredit = SelectItem("credit", "Cash Rewards Credit ••1098")
+amountField = FormControl("Amount", amountInput, "Transfers between your accounts are typically immediate")
+amountInput = Input("amount", "0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+accountControls = Card([controlsHeader, freezeControl], "card", "column", "m")
+controlsHeader = CardHeader("Credit line controls", "Manage access to Cash Rewards Credit ••1098")
+freezeControl = AlertDialogBlock("Freeze credit line", "Freeze Cash Rewards Credit?", "New purchases and cash advances will be declined. Recurring charges may still be processed, and you can unfreeze the line anytime.", "Freeze line", "Cancel", "destructive")
+statementForm = Form("statement-period", statementButtons, [statementField])
+statementField = FormControl("Statement period", statementSelect, "Choose a period to view or download")
+statementSelect = Select("statement_period", [statementCurrent, statementJuly, statementJune, statementMay], "Select statement period")
+statementCurrent = SelectItem("2026-08", "August 2026 · Current")
+statementJuly = SelectItem("2026-07", "July 2026")
+statementJune = SelectItem("2026-06", "June 2026")
+statementMay = SelectItem("2026-05", "May 2026")
+statementButtons = Buttons([viewStatementButton])
+viewStatementButton = Button("View statement", null, "primary")
+alertForm = Form("alert-preferences", alertButtons, [alertTriggersField])
+alertTriggersField = FormControl("Alert triggers", alertChecks, "Choose which events should send a notification")
+alertChecks = CheckBoxGroup("alert_triggers", [lowBalanceAlert, largePurchaseAlert, cardPurchaseAlert, billDueAlert, depositAlert])
+lowBalanceAlert = CheckBoxItem("Low balance", "Alert when checking falls below $500", "low_balance", true)
+largePurchaseAlert = CheckBoxItem("Large purchase", "Alert for transactions over $250", "large_purchase", true)
+cardPurchaseAlert = CheckBoxItem("Every credit purchase", "Alert whenever the credit line is used", "credit_purchase", false)
+billDueAlert = CheckBoxItem("Bill due soon", "Alert three days before a tracked bill is due", "bill_due", true)
+depositAlert = CheckBoxItem("Direct deposit received", "Alert when payroll or another direct deposit arrives", "direct_deposit", true)
+alertButtons = Buttons([saveAlertsButton])
+saveAlertsButton = Button("Save alert preferences", null, "primary")
+disputeForm = Form("transaction-dispute", disputeButtons, [disputeTransactionField, disputeReasonField, disputeDetailsField])
+disputeTransactionField = FormControl("Transaction", disputeSelect)
+disputeSelect = Select("dispute_transaction", [disputeMarket, disputeTransit, disputeStream, disputeCoffee], "Select a transaction")
+disputeMarket = SelectItem("greenleaf-0818", "Aug 18 · Greenleaf Market · $86.24")
+disputeTransit = SelectItem("metro-0817", "Aug 17 · Metro Transit · $24.00")
+disputeStream = SelectItem("streamwave-0815", "Aug 15 · StreamWave · $15.99")
+disputeCoffee = SelectItem("harbor-0814", "Aug 14 · Harbor Coffee · $6.75")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [reasonUnknown, reasonDuplicate, reasonAmount, reasonRefund], "Choose a reason")
+reasonUnknown = SelectItem("unknown", "I don't recognize this transaction")
+reasonDuplicate = SelectItem("duplicate", "I was charged more than once")
+reasonAmount = SelectItem("wrong_amount", "The amount is incorrect")
+reasonRefund = SelectItem("refund_missing", "An expected refund is missing")
+disputeDetailsField = FormControl("Additional details", disputeDetails, "Do not include passwords, PINs, or full card numbers")
+disputeDetails = TextArea("dispute_details", "Describe what happened", 4)
+disputeButtons = Buttons([startDisputeButton])
+startDisputeButton = Button("Review dispute", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..65b57e6e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r1.txt
@@ -0,0 +1,73 @@
+root = Card([header, platformForm, summaryRow, growthSection, growthChart, contentRow, audienceSection, audienceChart, scheduleSection, scheduledTable, timingCallout, inboxRow, composer], "card", "column", "l")
+header = CardHeader("Creator Studio", "Cross-platform performance, publishing, community, and earnings · August 2026")
+platformForm = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("Platform view", platformSelect, "Narrow the entire studio to one platform")
+platformSelect = Select("platform", [allPlatforms, instagramPlatform, tiktokPlatform, youtubePlatform, xPlatform], null, null, "all", "medium")
+allPlatforms = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+youtubePlatform = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "primary")
+summaryRow = Card([followersCard, engagementCard, earningsCard], "clear", "row", "m", "stretch", "between", true)
+followersCard = Card([followersHeading, followersValue, followersGrowth], "sunk", "column", "xs")
+followersHeading = Heading("Followers", "h3")
+followersValue = TextContent("284,760", "large-heavy")
+followersGrowth = Badge("+8.4% · +22,080 this month", "secondary")
+engagementCard = Card([engagementHeading, engagementValue, engagementNote], "sunk", "column", "xs")
+engagementHeading = Heading("Engagement rate", "h3")
+engagementValue = TextContent("6.8%", "large-heavy")
+engagementNote = TextContent("Up 0.7 percentage points vs. July", "small")
+earningsCard = Card([earningsHeading, earningsValue, earningsNote], "sunk", "column", "xs")
+earningsHeading = Heading("Earnings this month", "h3")
+earningsValue = TextContent("$12,480", "large-heavy")
+earningsNote = TextContent("$9,840 paid · $2,640 pending", "small")
+growthSection = Heading("Follower growth over the past month", "h2")
+growthChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [followerSeries], "natural", "Date", "Total followers")
+followerSeries = Series("Followers", [262680, 265120, 268430, 271900, 275640, 279180, 282310, 284760])
+contentRow = Card([bestPostsCard, collaborationCard], "clear", "row", "l", "stretch", "between", true)
+bestPostsCard = Card([bestPostsHeader, bestPostsTable], "sunk", "column", "m")
+bestPostsHeader = CardHeader("Best posts this month", "Ranked by reach")
+bestPostsTable = Table([postTitleCol, postPlatformCol, postReachCol])
+postTitleCol = Col("Post", ["30-day studio makeover", "3 edits that saved this reel", "Behind the launch", "Creator desk essentials"])
+postPlatformCol = Col("Platform", ["TikTok", "Instagram", "YouTube", "X"])
+postReachCol = Col("Reach", [486200, 318900, 204600, 128400], "number")
+collaborationCard = Card([collaborationHeader, collaborationList], "sunk", "column", "m")
+collaborationHeader = CardHeader("Pending collaboration requests", "3 awaiting review")
+collaborationList = ListBlock([collabOne, collabTwo, collabThree], "number")
+collabOne = ListItem("Nova Audio", "$3,500 · Two short-form product demos", null, "Review")
+collabTwo = ListItem("Frame Coffee", "$1,800 · Instagram reel and stories", null, "Review")
+collabThree = ListItem("EditFlow", "Affiliate launch · 20% commission", null, "Review")
+audienceSection = Heading("Audience split by platform", "h2")
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [38, 34, 21, 7], "donut", "circular")
+scheduleSection = Heading("Publishing this week", "h2")
+scheduledTable = Table([scheduledDayCol, scheduledTimeCol, scheduledPlatformCol, scheduledPostCol, scheduledStatusCol])
+scheduledDayCol = Col("Day", ["Tue, Aug 18", "Wed, Aug 19", "Fri, Aug 21", "Sun, Aug 23"])
+scheduledTimeCol = Col("Time", ["6:30 PM", "12:00 PM", "7:15 PM", "10:00 AM"])
+scheduledPlatformCol = Col("Platform", ["Instagram", "X", "TikTok", "YouTube"])
+scheduledPostCol = Col("Post", ["Workspace reveal reel", "Editing workflow thread", "Three lighting mistakes", "Weekly creator vlog"])
+scheduledStatusCol = Col("Status", ["Ready", "Ready", "Draft", "Ready"])
+timingCallout = Callout("success", "Best hour to post: 7:00 PM", "Based on the last 90 days, posts published from 7:00–8:00 PM averaged 24% more engagement. Thursday at 7:00 PM performs best.")
+inboxRow = Card([commentsCard, repliesProgress], "sunk", "row", "l", "center", "between", true)
+commentsCard = Card([commentsHeading, commentsValue, commentsNote], "clear", "column", "xs")
+commentsHeading = Heading("Comments waiting for a reply", "h3")
+commentsValue = TextContent("47", "large-heavy")
+commentsNote = TextContent("12 high-priority · oldest waiting 19 hours", "small")
+repliesProgress = Progress(68, "68% of comments answered this week")
+composer = Card([composerHeader, scheduleForm], "sunk", "column", "m")
+composerHeader = CardHeader("Schedule a post", "Create and queue content from one place")
+scheduleForm = Form("schedule-post", scheduleButtons, [postPlatformField, captionField, publishTimeField])
+postPlatformField = FormControl("Platform", postPlatformSelect)
+postPlatformSelect = Select("post_platform", [postInstagram, postTikTok, postYouTube, postX], "Choose a platform")
+postInstagram = SelectItem("instagram", "Instagram")
+postTikTok = SelectItem("tiktok", "TikTok")
+postYouTube = SelectItem("youtube", "YouTube")
+postX = SelectItem("x", "X")
+captionField = FormControl("Caption", captionInput, "Add the copy that will accompany your post")
+captionInput = TextArea("caption", "Write your caption…", 5)
+publishTimeField = FormControl("Publish date and time", publishTimeInput, "Choose a date and enter the time, including time zone")
+publishTimeInput = Input("publish_time", "2026-08-20 7:00 PM EDT", "text")
+scheduleButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..d3c15035d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r2.txt
@@ -0,0 +1,50 @@
+root = Card([header, platformForm, overview, growthHeader, growthChart, postsHeader, bestPosts, audienceHeader, audienceChart, workflowHeader, scheduledPosts, timingCallout, commentsCallout, collaborationsCallout, schedulerHeader, schedulerForm], "card", "column", "l")
+header = CardHeader("Creator Studio", "Cross-platform performance and publishing dashboard · August 2026")
+platformForm = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("Platform", platformSelect, "Narrow the entire studio to one platform")
+platformSelect = Select("platform", [allPlatform, instagramPlatform, tiktokPlatform, youtubePlatform, xPlatform], "Choose platform", null, "all")
+allPlatform = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+youtubePlatform = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "primary")
+overview = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("Metric", ["Followers", "Engagement rate", "Earnings this month"])
+valueColumn = Col("Current", ["248,630", "6.8%", "$12,480"])
+changeColumn = Col("Change", ["+12,420 this month", "+0.7 pts vs last month", "+18% vs last month"])
+growthHeader = Heading("Follower growth over the past month", "h2")
+growthChart = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [followerSeries], "natural", "Date", "Total followers")
+followerSeries = Series("Followers", [236210, 237840, 239760, 241150, 243420, 245180, 247060, 248630])
+postsHeader = Heading("Best posts this month", "h2")
+bestPosts = Table([postColumn, postPlatformColumn, postReachColumn])
+postColumn = Col("Post", ["3 edits that transformed this shot", "A week in my tiny studio", "Creator setup under $500", "The lighting trick nobody tells you"])
+postPlatformColumn = Col("Platform", ["TikTok", "Instagram", "YouTube", "X"])
+postReachColumn = Col("Reach", [842300, 516900, 388400, 174200], "number")
+audienceHeader = Heading("Audience split by platform", "h2")
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [38, 31, 23, 8], "donut", "circular")
+workflowHeader = Heading("This week's workflow", "h2")
+scheduledPosts = Table([scheduleDayColumn, scheduleTimeColumn, schedulePlatformColumn, scheduleCaptionColumn])
+scheduleDayColumn = Col("Scheduled", ["Tue, Aug 18", "Wed, Aug 19", "Fri, Aug 21", "Sun, Aug 23"])
+scheduleTimeColumn = Col("Time", ["6:00 PM", "12:30 PM", "7:15 PM", "10:00 AM"])
+schedulePlatformColumn = Col("Platform", ["Instagram", "X", "TikTok", "YouTube"])
+scheduleCaptionColumn = Col("Caption", ["Behind the scenes from today's shoot ✨", "Three lessons from building a creator workflow", "Wait for the final color grade 🎨", "My complete desk setup tour"])
+timingCallout = Callout("success", "Best hour to post: 7:00 PM", "Historical posts published from 7:00–8:00 PM earned 24% more engagement on average.")
+commentsCallout = Callout("warning", "37 comments waiting for a reply", "Instagram 16 · TikTok 12 · YouTube 7 · X 2")
+collaborationsCallout = Callout("info", "5 pending collaboration requests", "Estimated combined value: $8,750. Two requests expire within 48 hours.")
+schedulerHeader = Heading("Schedule a post", "h2")
+schedulerForm = Form("schedule-post", schedulerButtons, [captionField, publishTimeField, destinationField])
+captionField = FormControl("Caption", captionInput, "Write the text that will accompany your post")
+captionInput = TextArea("caption", "Share something with your audience…", 5)
+publishTimeField = FormControl("Publish date and time", publishTimeInput, "Use local studio time")
+publishTimeInput = Input("publish_time", "2026-08-21 19:00", "text")
+destinationField = FormControl("Platform", destinationSelect)
+destinationSelect = Select("destination", [destinationInstagram, destinationTikTok, destinationYouTube, destinationX], "Choose destination")
+destinationInstagram = SelectItem("instagram", "Instagram")
+destinationTikTok = SelectItem("tiktok", "TikTok")
+destinationYouTube = SelectItem("youtube", "YouTube")
+destinationX = SelectItem("x", "X")
+schedulerButtons = Buttons([scheduleButton, draftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+draftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..31307ca9d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r3.txt
@@ -0,0 +1,95 @@
+root = Card([header, platformFilter, overview, growthHeading, followerGrowth, contentRow, audienceCard, scheduleCard, insightsRow, inboxCard, collaborationCard, composer], "card", "column", "l")
+header = CardHeader("Creator Studio", "Cross-platform performance, publishing, community, and earnings · August 2026")
+platformFilter = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("Platform view", platformSelect, "Narrow every metric and workflow to one platform")
+platformSelect = Select("platform", [allPlatforms, instagramPlatform, tiktokPlatform, youtubePlatform, xPlatform], "Choose platform", null, "all", "medium")
+allPlatforms = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+youtubePlatform = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply platform filter", null, "primary")
+overview = Card([followersCard, engagementCard, earningsCard, bestHourCard], "clear", "row", "m", "stretch", "between", true)
+followersCard = Card([followersTitle, followersValue, followersDelta], "sunk", "column", "xs")
+followersTitle = TextContent("Followers", "small-heavy")
+followersValue = TextContent("842,610", "large-heavy")
+followersDelta = Badge("+4.8% · 38,540 this month", "secondary")
+engagementCard = Card([engagementTitle, engagementValue, engagementNote], "sunk", "column", "xs")
+engagementTitle = TextContent("Engagement rate", "small-heavy")
+engagementValue = TextContent("6.7%", "large-heavy")
+engagementNote = TextContent("Up 0.6 points vs. July", "small")
+earningsCard = Card([earningsTitle, earningsValue, earningsNote], "sunk", "column", "xs")
+earningsTitle = TextContent("Earnings this month", "small-heavy")
+earningsValue = TextContent("$18,420", "large-heavy")
+earningsNote = TextContent("Ads, subscriptions, and partnerships", "small")
+bestHourCard = Card([bestHourTitle, bestHourValue, bestHourNote], "sunk", "column", "xs")
+bestHourTitle = TextContent("Best hour to post", "small-heavy")
+bestHourValue = TextContent("7:00–8:00 PM", "large-heavy")
+bestHourNote = TextContent("Local audience time · based on 90 days", "small")
+growthHeading = Heading("Follower growth · past 30 days", "h2")
+followerGrowth = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 18"], [followersSeries], "natural", "Date", "Total followers")
+followersSeries = Series("Followers", [804070, 808940, 814620, 819880, 825430, 831760, 837920, 842610])
+contentRow = Card([bestPostsCard, scheduledCard], "clear", "row", "l", "stretch", "between", true)
+bestPostsCard = Card([bestPostsHeader, bestPostsTable], "sunk", "column", "m")
+bestPostsHeader = CardHeader("Best posts this month", "Ranked by reach")
+bestPostsTable = Table([postRankCol, postTitleCol, postPlatformCol, postReachCol])
+postRankCol = Col("#", [1, 2, 3, 4], "number")
+postTitleCol = Col("Post", ["A week in my tiny studio", "3 edits that changed my videos", "Behind the launch", "Creator desk tour"])
+postPlatformCol = Col("Platform", ["TikTok", "Instagram", "YouTube", "X"])
+postReachCol = Col("Reach", ["1.84M", "962K", "741K", "318K"])
+scheduledCard = Card([scheduledHeader, scheduledTable], "sunk", "column", "m")
+scheduledHeader = CardHeader("Posts scheduled this week", "5 posts across four platforms")
+scheduledTable = Table([scheduleDayCol, scheduleTimeCol, schedulePlatformCol, schedulePostCol])
+scheduleDayCol = Col("Day", ["Tue", "Wed", "Thu", "Fri", "Sun"])
+scheduleTimeCol = Col("Time", ["7:15 PM", "12:30 PM", "7:30 PM", "6:45 PM", "10:00 AM"])
+schedulePlatformCol = Col("Platform", ["Instagram", "X", "TikTok", "YouTube", "Instagram"])
+schedulePostCol = Col("Post", ["Studio carousel", "Editing workflow thread", "Launch teaser", "Weekly creator vlog", "Community Q&A"])
+audienceCard = Card([audienceHeader, audienceChart], "sunk", "column", "m")
+audienceHeader = CardHeader("Audience split by platform", "Share of 842,610 followers")
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [38, 34, 21, 7], "donut", "circular")
+insightsRow = Card([postingHistoryCard, replySummaryCard], "clear", "row", "l", "stretch", "between", true)
+postingHistoryCard = Card([postingHistoryHeader, postingHistoryChart], "sunk", "column", "m")
+postingHistoryHeader = CardHeader("Historical engagement by hour", "Average engagement rate from the last 90 days")
+postingHistoryChart = BarChart(["8 AM", "11 AM", "2 PM", "5 PM", "7 PM", "8 PM", "10 PM"], [hourSeries], "grouped", "Audience local time", "Engagement rate (%)")
+hourSeries = Series("Engagement rate", [3.1, 4.2, 4.8, 5.9, 8.4, 7.8, 5.2])
+replySummaryCard = Card([replySummaryHeader, replyCount, replyProgress, replyNote], "sunk", "column", "m")
+replySummaryHeader = CardHeader("Comments waiting for a reply", "Community inbox")
+replyCount = TextContent("27", "large-heavy")
+replyProgress = Progress(73, "73% of this week's comments answered")
+replyNote = TextContent("8 are marked high priority", "small")
+inboxCard = Card([inboxHeader, commentList, inboxActions], "sunk", "column", "m")
+inboxHeader = CardHeader("Reply queue", "Oldest unanswered comments")
+commentList = ListBlock([commentOne, commentTwo, commentThree, commentFour], "image")
+commentOne = ListItem("@maya.creates", "Instagram · “Which lens did you use for the night shots?” · 3h ago", ["https://picsum.photos/seed/maya-creator/96/96"], "Reply")
+commentTwo = ListItem("@theoedits", "TikTok · “Could you share the color grade settings?” · 5h ago", ["https://picsum.photos/seed/theo-editor/96/96"], "Reply")
+commentThree = ListItem("@nora.builds", "YouTube · “Would this workflow work on mobile?” · 8h ago", ["https://picsum.photos/seed/nora-builder/96/96"], "Reply")
+commentFour = ListItem("@samstudio", "X · “How long did the full edit take?” · 11h ago", ["https://picsum.photos/seed/sam-studio/96/96"], "Reply")
+inboxActions = Buttons([openInbox])
+openInbox = Button("Open all 27 comments", null, "secondary")
+collaborationCard = Card([collaborationHeader, collaborationCount, collaborationList, collaborationActions], "sunk", "column", "m")
+collaborationHeader = CardHeader("Pending collaboration requests", "Brand and creator proposals")
+collaborationCount = Badge("4 pending", "secondary")
+collaborationList = ListBlock([collabOne, collabTwo, collabThree, collabFour], "number")
+collabOne = ListItem("Luma Camera Co.", "$6,500 · Two short-form videos · Reply by Aug 21", null, "Review")
+collabTwo = ListItem("Noted Workspace", "$3,200 · Desk setup integration · Reply by Aug 23", null, "Review")
+collabThree = ListItem("Ari & Co. Creators", "Revenue share · Three-part editing series", null, "Review")
+collabFour = ListItem("Soundwave Audio", "$4,800 · YouTube mid-roll integration", null, "Review")
+collaborationActions = Buttons([reviewRequests])
+reviewRequests = Button("Review all requests", null, "secondary")
+composer = Card([composerHeader, composerForm], "sunk", "column", "m")
+composerHeader = CardHeader("Schedule a post", "Create and queue content for any connected platform")
+composerForm = Form("schedule-post", composerButtons, [composerPlatformField, captionField, publishTimeField])
+composerPlatformField = FormControl("Platform", composerPlatformSelect)
+composerPlatformSelect = Select("post_platform", [composerInstagram, composerTikTok, composerYouTube, composerX], "Select a platform", ["required"])
+composerInstagram = SelectItem("instagram", "Instagram")
+composerTikTok = SelectItem("tiktok", "TikTok")
+composerYouTube = SelectItem("youtube", "YouTube")
+composerX = SelectItem("x", "X")
+captionField = FormControl("Caption", captionInput, "Add the copy that will accompany your post")
+captionInput = TextArea("caption", "Write your caption…", 5, ["required"])
+publishTimeField = FormControl("Publish date and time", publishTimeInput, "Times use your studio timezone")
+publishTimeInput = Input("publish_at", "2026-08-20 19:00", "text", ["required"])
+composerButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..8400528e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-creator__r4.txt
@@ -0,0 +1,81 @@
+root = Card([header, platformForm, overview, growthHeading, growthChart, contentRow, audienceRow, scheduleHeading, scheduledTable, scheduleForm, inboxRow], "card", "column", "l")
+header = CardHeader("Creator Studio", "Cross-platform performance, publishing, community, and earnings")
+platformForm = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("Platform", platformSelect, "Narrow the entire studio to one platform")
+platformSelect = Select("platform", [allPlatforms, instagramPlatform, youtubePlatform, tiktokPlatform, xPlatform], null, null, "all", "medium")
+allPlatforms = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+youtubePlatform = SelectItem("youtube", "YouTube")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+xPlatform = SelectItem("x", "X")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "primary")
+overview = Card([followersCard, engagementCard, earningsCard, bestHourCard], "clear", "row", "m", "stretch", "between", true)
+followersCard = Card([followersTitle, followersValue, followersGrowth], "sunk", "column", "xs")
+followersTitle = TextContent("Followers", "small-heavy")
+followersValue = TextContent("428,650", "large-heavy")
+followersGrowth = Badge("+6.8% in the past month", "secondary")
+engagementCard = Card([engagementTitle, engagementValue, engagementNote], "sunk", "column", "xs")
+engagementTitle = TextContent("Engagement rate", "small-heavy")
+engagementValue = TextContent("5.7%", "large-heavy")
+engagementNote = TextContent("+0.4 points vs. last month", "small")
+earningsCard = Card([earningsTitle, earningsValue, earningsNote], "sunk", "column", "xs")
+earningsTitle = TextContent("Earnings this month", "small-heavy")
+earningsValue = TextContent("$18,420", "large-heavy")
+earningsNote = TextContent("82% of $22,500 goal", "small")
+bestHourCard = Card([bestHourTitle, bestHourValue, bestHourNote], "sunk", "column", "xs")
+bestHourTitle = TextContent("Best hour to post", "small-heavy")
+bestHourValue = TextContent("7:00 PM", "large-heavy")
+bestHourNote = TextContent("Local time · based on 90-day history", "small")
+growthHeading = Heading("Follower growth · past 30 days", "h2")
+growthChart = LineChart(["Jul 20", "Jul 25", "Jul 30", "Aug 4", "Aug 9", "Aug 14", "Aug 18"], [followersSeries], "natural", "Date", "Followers")
+followersSeries = Series("Followers", [401300, 405900, 410800, 416200, 420900, 425700, 428650])
+contentRow = Card([bestPostsCard, commentsCard], "clear", "row", "l", "stretch", "between", true)
+bestPostsCard = Card([bestPostsHeader, bestPostsTable], "sunk", "column", "m")
+bestPostsHeader = CardHeader("Best posts this month", "Ranked by reach")
+bestPostsTable = Table([postColumn, postPlatformColumn, reachColumn])
+postColumn = Col("Post", ["3 lighting tricks in 30 seconds", "My tiny studio transformation", "Editing workflow: before and after"])
+postPlatformColumn = Col("Platform", ["TikTok", "YouTube", "Instagram"])
+reachColumn = Col("Reach", [684200, 512800, 391400], "number")
+commentsCard = Card([commentsHeader, commentsTable, commentsActions], "sunk", "column", "m")
+commentsHeader = CardHeader("Comments waiting for a reply", "24 open across all platforms")
+commentsTable = Table([commenterColumn, commentColumn, commentPlatformColumn])
+commenterColumn = Col("From", ["@maya.creates", "@FrameByFinn", "@jo_reads"])
+commentColumn = Col("Comment", ["Which light is that?", "Can you share the preset?", "Will this work on Android?"])
+commentPlatformColumn = Col("Platform", ["Instagram", "YouTube", "TikTok"])
+commentsActions = Buttons([openInbox])
+openInbox = Button("Open comment inbox", null, "secondary")
+audienceRow = Card([audienceCard, collaborationsCard], "clear", "row", "l", "stretch", "between", true)
+audienceCard = Card([audienceHeader, audienceChart], "sunk", "column", "m")
+audienceHeader = CardHeader("Audience split by platform", "Share of 428,650 followers")
+audienceChart = PieChart(["Instagram", "YouTube", "TikTok", "X"], [36, 29, 27, 8], "donut", "circular")
+collaborationsCard = Card([collaborationsHeader, collaborationsTable, collaborationActions], "sunk", "column", "m")
+collaborationsHeader = CardHeader("Pending collaboration requests", "3 awaiting review")
+collaborationsTable = Table([brandColumn, collaborationColumn, feeColumn])
+brandColumn = Col("Brand", ["Luma Gear", "EditFlow", "Northstar Coffee"])
+collaborationColumn = Col("Request", ["2-video launch package", "YouTube integration", "Instagram Reel"])
+feeColumn = Col("Proposed fee", ["$4,800", "$2,500", "$1,750"])
+collaborationActions = Buttons([reviewRequests])
+reviewRequests = Button("Review requests", null, "secondary")
+scheduleHeading = Heading("Publishing", "h2")
+scheduledTable = Table([scheduledDayColumn, scheduledTimeColumn, scheduledPlatformColumn, scheduledPostColumn, scheduledStatusColumn])
+scheduledDayColumn = Col("Day", ["Tuesday", "Wednesday", "Friday", "Sunday"])
+scheduledTimeColumn = Col("Time", ["7:00 PM", "12:30 PM", "7:00 PM", "10:00 AM"])
+scheduledPlatformColumn = Col("Platform", ["Instagram", "YouTube", "TikTok", "X"])
+scheduledPostColumn = Col("Posts scheduled this week", ["Studio desk reveal", "Color grading tutorial", "Three camera moves", "Weekly creator notes"])
+scheduledStatusColumn = Col("Status", ["Ready", "Processing", "Ready", "Draft"])
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, schedulePlatformField, publishTimeField])
+captionField = FormControl("Caption", captionInput, "Write the caption that will publish with the post")
+captionInput = TextArea("caption", "Share an update with your audience…", 4)
+schedulePlatformField = FormControl("Platform", schedulePlatformSelect)
+schedulePlatformSelect = Select("schedule_platform", [scheduleInstagram, scheduleYouTube, scheduleTikTok, scheduleX], "Choose a platform")
+scheduleInstagram = SelectItem("instagram", "Instagram")
+scheduleYouTube = SelectItem("youtube", "YouTube")
+scheduleTikTok = SelectItem("tiktok", "TikTok")
+scheduleX = SelectItem("x", "X")
+publishTimeField = FormControl("Publish date and time", publishTimeInput, "Choose a local date and time")
+publishTimeInput = Input("publish_time", "2026-08-20 19:00", "text")
+scheduleButtons = Buttons([schedulePost, saveDraft])
+schedulePost = Button("Schedule post", null, "primary")
+saveDraft = Button("Save draft", null, "tertiary")
+inboxRow = Callout("info", "Community pulse", "24 comments need replies and 3 collaboration requests are pending.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..fea66b65b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r1.txt
@@ -0,0 +1,97 @@
+root = Card([header, dateControls, statusRow, admissionsSection, departmentSection, operationsRow, alertsRow, actions], "card", "column", "l")
+header = CardHeader("Hospital Operations Command", "Live operational overview • Tuesday, August 18, 2026")
+dateControls = Card([dateHeading, datePicker], "sunk", "row", "m", "center", "between", true)
+dateHeading = TextContent("Look at another day", "small-heavy")
+datePicker = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+statusRow = Card([occupancyCard, erCard], "clear", "row", "m", "stretch", "between", true)
+occupancyCard = Card([occupancyHeader, occupancyProgress, occupancyDetail], "sunk", "column", "s")
+occupancyHeader = CardHeader("Bed occupancy", "412 of 480 staffed beds occupied")
+occupancyProgress = Progress(86, "86% occupied")
+occupancyDetail = TextContent("68 beds available • ICU: 92% • Medical: 88% • Surgical: 81%", "small")
+erCard = Card([erHeader, erWait, erDetail], "sunk", "column", "s")
+erHeader = CardHeader("Current ER wait", "Door-to-provider")
+erWait = TextContent("47 minutes", "large-heavy")
+erDetail = Alert("High demand", "31 patients waiting; 6 are high acuity. Target wait is under 30 minutes.", "warning")
+admissionsSection = Card([admissionsHeader, admissionsChart], "clear", "column", "s")
+admissionsHeader = CardHeader("Admissions over the past two weeks", "Daily inpatient admissions")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionsSeries], "natural", "Date", "Admissions")
+admissionsSeries = Series("Admissions", [51, 56, 49, 44, 41, 58, 62, 60, 67, 64, 53, 46, 69, 61])
+departmentSection = Card([departmentHeader, departmentChart], "clear", "column", "s")
+departmentHeader = CardHeader("Patients per department", "Current census by service")
+departmentChart = HorizontalBarChart(["General Medicine", "Emergency", "Surgery", "Cardiology", "Pediatrics", "Oncology", "Intensive Care"], [departmentSeries], "grouped", "Patients", "Department")
+departmentSeries = Series("Patients", [118, 73, 66, 54, 42, 35, 24])
+operationsRow = Card([staffCard, dischargeCard, orCard], "clear", "row", "m", "stretch", "between", true)
+staffCard = Card([staffHeader, staffTable], "sunk", "column", "s")
+staffHeader = CardHeader("Staff on shift", "Current clinical coverage")
+staffTable = Table([staffNameCol, staffRoleCol])
+staffNameCol = Col("Staff member", ["Dr. Maya Chen", "Dr. Elias Grant", "Avery Brooks", "Noah Patel", "Sofia Reyes", "Liam Foster"])
+staffRoleCol = Col("Role", ["ER attending", "Hospitalist", "Charge nurse", "ICU nurse", "Respiratory therapist", "OR coordinator"])
+dischargeCard = Card([dischargeHeader, dischargeList], "sunk", "column", "s")
+dischargeHeader = CardHeader("Ready for discharge", "5 patients awaiting final steps")
+dischargeList = ListBlock([dischargeOne, dischargeTwo, dischargeThree, dischargeFour, dischargeFive], "number")
+dischargeOne = ListItem("M. Alvarez • Room 412", "Medication reconciliation complete; awaiting transport")
+dischargeTwo = ListItem("J. Bennett • Room 527", "Instructions signed; family pickup at 14:30")
+dischargeThree = ListItem("R. Okafor • Room 318", "Home oxygen delivery confirmation pending")
+dischargeFour = ListItem("S. Kim • Room 604", "Pharmacy dispensing final prescription")
+dischargeFive = ListItem("T. Williams • Room 221", "Follow-up appointment scheduled")
+orCard = Card([orHeader, orTable], "sunk", "column", "s")
+orHeader = CardHeader("Today's operating room bookings", "8 total • next scheduled cases")
+orTable = Table([orTimeCol, orRoomCol, orProcedureCol, orStatusCol])
+orTimeCol = Col("Time", ["09:30", "11:00", "12:15", "14:00", "16:30"])
+orRoomCol = Col("OR", ["OR 2", "OR 5", "OR 1", "OR 4", "OR 3"])
+orProcedureCol = Col("Procedure", ["Hip replacement", "Laparoscopic cholecystectomy", "Appendectomy", "CABG", "Fracture fixation"])
+orStatusCol = Col("Status", ["In progress", "Pre-op ready", "Booked", "Booked", "Booked"])
+alertsRow = Card([criticalCard, suppliesCard], "clear", "row", "m", "stretch", "between", true)
+criticalCard = Card([criticalHeader, criticalOne, criticalTwo, criticalThree], "sunk", "column", "s")
+criticalHeader = CardHeader("Critical patients", "Immediate operational attention")
+criticalOne = Alert("ICU-07 • Septic shock", "Vasopressor requirement increasing; critical care review underway.", "destructive")
+criticalTwo = Alert("ER-12 • Major trauma", "Massive transfusion protocol activated; OR 6 held.", "destructive")
+criticalThree = Alert("PICU-03 • Respiratory failure", "Escalated to mechanical ventilation; pediatric intensivist present.", "warning")
+suppliesCard = Card([suppliesHeader, suppliesTable], "sunk", "column", "s")
+suppliesHeader = CardHeader("Supplies running low", "Items below reorder threshold")
+suppliesTable = Table([supplyItemCol, supplyLevelCol, supplyLocationCol])
+supplyItemCol = Col("Item", ["O-negative blood units", "N95 respirators", "IV saline 1 L", "Pediatric oxygen masks"])
+supplyLevelCol = Col("On hand", ["8 units", "140", "72 bags", "18"])
+supplyLocationCol = Col("Location", ["Blood bank", "Central stores", "Central stores", "Respiratory"])
+actions = Card([actionsHeader, actionButtons], "clear", "column", "s")
+actionsHeader = CardHeader("Operational actions", "File an incident or initiate a patient transfer")
+actionButtons = Buttons([incidentDialog, transferDrawer], "row")
+incidentDialog = DialogBlock("File an incident", "File an operational incident", "Record an event for review by hospital operations.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentSafety, incidentMedication, incidentEquipment, incidentSecurity, incidentOther], "Select a type")
+incidentSafety = SelectItem("patient-safety", "Patient safety")
+incidentMedication = SelectItem("medication", "Medication")
+incidentEquipment = SelectItem("equipment", "Equipment")
+incidentSecurity = SelectItem("security", "Security")
+incidentOther = SelectItem("other", "Other")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "Department, unit, or room")
+incidentDetailsField = FormControl("Incident details", incidentDetailsInput, "Do not include unnecessary identifying information.")
+incidentDetailsInput = TextArea("incident_details", "Describe what happened and any immediate action taken", 5)
+incidentButtons = Buttons([incidentSubmit, incidentCancel])
+incidentSubmit = Button("Submit incident", null, "primary")
+incidentCancel = Button("Cancel", null, "tertiary")
+transferDrawer = DrawerBlock("Request patient transfer", "Request a patient transfer", "Coordinate a transfer between units or facilities.", [transferForm])
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferFromField, transferToField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient identifier", transferPatientInput, "Use the approved medical record identifier.")
+transferPatientInput = Input("patient_id", "MRN or encounter number")
+transferFromField = FormControl("Current location", transferFromInput)
+transferFromInput = Input("transfer_from", "Unit and room")
+transferToField = FormControl("Requested destination", transferToSelect)
+transferToSelect = Select("transfer_to", [transferICU, transferStepdown, transferMedicine, transferSurgery, transferExternal], "Choose destination")
+transferICU = SelectItem("icu", "Intensive Care Unit")
+transferStepdown = SelectItem("stepdown", "Step-down Unit")
+transferMedicine = SelectItem("medicine", "General Medicine")
+transferSurgery = SelectItem("surgery", "Surgical Unit")
+transferExternal = SelectItem("external", "External facility")
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergent], "routine")
+priorityRoutine = RadioItem("Routine", "Transfer within standard workflow", "routine")
+priorityUrgent = RadioItem("Urgent", "Transfer needed within 2 hours", "urgent")
+priorityEmergent = RadioItem("Emergent", "Immediate clinical need", "emergent")
+transferReasonField = FormControl("Clinical reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Summarize transfer need and required capabilities", 4)
+transferButtons = Buttons([transferSubmit, transferCancel])
+transferSubmit = Button("Submit transfer request", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..3c1d2eff2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r2.txt
@@ -0,0 +1,109 @@
+root = Card([header, statusRow, occupancySection, flowSection, staffingSection, criticalSection, dischargeSection, orSection, suppliesSection, actionsSection], "card", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational view")
+statusRow = Card([liveBadge, erAlert, dayPicker], "sunk", "row", "m", "center", "between", true)
+liveBadge = Badge("Live updates", "secondary")
+erAlert = Alert("Current ER wait: 47 minutes", "18 patients waiting • Longest wait 1 hr 12 min", "warning")
+dayPicker = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+occupancySection = Card([occupancyHeader, occupancyProgress, occupancyTable], "clear", "column", "m")
+occupancyHeader = CardHeader("Bed occupancy", "412 of 468 staffed beds occupied")
+occupancyProgress = Progress(88, "88% occupied")
+occupancyTable = Table([bedUnitCol, bedOccupiedCol, bedCapacityCol, bedRateCol])
+bedUnitCol = Col("Unit", ["Medical", "Surgical", "ICU", "Pediatrics", "Maternity"])
+bedOccupiedCol = Col("Occupied", [146, 118, 42, 51, 55], "number")
+bedCapacityCol = Col("Staffed beds", [164, 136, 46, 62, 60], "number")
+bedRateCol = Col("Occupancy", ["89%", "87%", "91%", "82%", "92%"])
+flowSection = Card([flowHeader, admissionsChart, departmentChart], "clear", "column", "m")
+flowHeader = CardHeader("Patient flow", "Admissions trend and current department census")
+admissionsChart = LineChart(admissionDates, [admissionSeries], "natural", "Date", "Admissions")
+admissionSeries = Series("Admissions", [72, 68, 75, 81, 77, 89, 84, 79, 86, 91, 88, 94, 83, 90])
+admissionDates = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+departmentChart = HorizontalBarChart(departmentLabels, [departmentSeries], "grouped", "Patients", "Department")
+departmentSeries = Series("Patients", [146, 118, 42, 51, 55, 34, 27])
+departmentLabels = ["Internal Medicine", "Surgery", "Intensive Care", "Pediatrics", "Maternity", "Emergency", "Oncology"]
+staffingSection = Card([staffingHeader, staffingTable], "clear", "column", "m")
+staffingHeader = CardHeader("Staff on shift", "Current clinical and operational coverage")
+staffingTable = Table([staffNameCol, staffRoleCol, staffAreaCol, staffHoursCol])
+staffNameCol = Col("Staff member", ["Dr. Maya Chen", "Dr. Samuel Ortiz", "Priya Nair, RN", "Jordan Lee, RN", "Elena Rossi, RT", "Marcus Green", "Aisha Bello, PharmD", "Noah Williams"])
+staffRoleCol = Col("Role", ["Attending physician", "Trauma surgeon", "Charge nurse", "ICU nurse", "Respiratory therapist", "Bed manager", "Clinical pharmacist", "OR coordinator"])
+staffAreaCol = Col("Assignment", ["Emergency", "Operating rooms", "Medical floor", "ICU", "ICU / Emergency", "Patient flow", "Inpatient pharmacy", "Surgical services"])
+staffHoursCol = Col("Shift", ["07:00–19:00", "08:00–20:00", "07:00–19:00", "07:00–19:00", "06:00–18:00", "07:00–15:00", "08:00–16:00", "06:30–18:30"])
+criticalSection = Card([criticalHeader, criticalAlert, criticalTable], "sunk", "column", "m")
+criticalHeader = CardHeader("Critical patients", "Immediate attention and escalation watchlist")
+criticalAlert = Alert("3 critical patients require active coordination", "One patient has an overdue ICU placement escalation.", "destructive")
+criticalTable = Table([criticalIdCol, criticalLocationCol, criticalStatusCol, criticalNeedCol])
+criticalIdCol = Col("Patient", ["PT-48217", "PT-39104", "PT-52783"])
+criticalLocationCol = Col("Location", ["ER Bay 4", "ICU 3B-12", "OR Recovery 2"])
+criticalStatusCol = Col("Status", ["Septic shock", "Respiratory failure", "Post-op hemorrhage"])
+criticalNeedCol = Col("Immediate need", ["ICU bed overdue 22 min", "ECMO consult pending", "Return-to-OR team mobilizing"])
+dischargeSection = Card([dischargeHeader, dischargeTable], "clear", "column", "m")
+dischargeHeader = CardHeader("Ready for discharge", "7 patients cleared or awaiting final coordination")
+dischargeTable = Table([dischargeIdCol, dischargeUnitCol, dischargeBarrierCol, dischargeTargetCol])
+dischargeIdCol = Col("Patient", ["PT-18402", "PT-22891", "PT-31577", "PT-40716", "PT-44982", "PT-50113", "PT-51806"])
+dischargeUnitCol = Col("Unit", ["Medical 4A", "Surgical 5C", "Maternity 2A", "Pediatrics 3D", "Medical 4B", "Oncology 6A", "Surgical 5B"])
+dischargeBarrierCol = Col("Status / barrier", ["Transport booked", "Medication reconciliation", "No barrier", "Parent education", "Home oxygen delivery", "Follow-up appointment", "Final physiotherapy review"])
+dischargeTargetCol = Col("Target", ["10:30", "11:15", "09:45", "13:00", "14:30", "15:00", "12:15"])
+orSection = Card([orHeader, orTable], "clear", "column", "m")
+orHeader = CardHeader("Today's operating room bookings", "8 scheduled cases • 1 delayed")
+orTable = Table([orTimeCol, orRoomCol, orProcedureCol, orSurgeonCol, orStateCol])
+orTimeCol = Col("Time", ["07:30", "08:00", "09:15", "10:30", "12:00", "13:15", "14:30", "16:00"])
+orRoomCol = Col("Room", ["OR 1", "OR 3", "OR 2", "OR 5", "OR 4", "OR 1", "OR 3", "OR 2"])
+orProcedureCol = Col("Procedure", ["Hip replacement", "Laparoscopic cholecystectomy", "C-section", "CABG", "Appendectomy", "Spinal fusion", "Hernia repair", "Wound debridement"])
+orSurgeonCol = Col("Lead", ["Dr. Patel", "Dr. Ortiz", "Dr. Ahmed", "Dr. Brooks", "Dr. Kim", "Dr. Patel", "Dr. Ortiz", "Dr. Kim"])
+orStateCol = Col("Status", ["In progress", "In progress", "Delayed 25 min", "Pre-op", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+suppliesSection = Card([suppliesHeader, suppliesWarning, suppliesTable], "sunk", "column", "m")
+suppliesHeader = CardHeader("Supplies running low", "Items below operational reorder threshold")
+suppliesWarning = Alert("5 supply lines need attention", "Two items may reach critical stock levels within 24 hours.", "warning")
+suppliesTable = Table([supplyItemCol, supplyAreaCol, supplyStockCol, supplyCoverCol, supplyStatusCol])
+supplyItemCol = Col("Item", ["O-negative blood units", "N95 respirators", "IV saline 1 L", "Adult ventilator circuits", "Surgical gloves size 7"])
+supplyAreaCol = Col("Area", ["Blood bank", "Central stores", "Central stores", "Respiratory", "OR stores"])
+supplyStockCol = Col("On hand", [8, 340, 126, 14, 22], "number")
+supplyCoverCol = Col("Estimated cover", ["10 hours", "1.4 days", "1.1 days", "18 hours", "1.2 days"])
+supplyStatusCol = Col("Priority", ["Critical", "Low", "Low", "Critical", "Low"])
+actionsSection = Card([actionsHeader, actionButtons, incidentDialog, transferDrawer], "clear", "column", "m")
+actionsHeader = CardHeader("Operational actions", "File an incident or request an inter-facility transfer")
+actionButtons = Buttons([changeDayButton], "row")
+changeDayButton = Button("Look at another day", null, "secondary")
+incidentDialog = DialogBlock("File an incident", "New safety or operational incident", "Record the event for command review and follow-up.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentClinical, incidentSafety, incidentEquipment, incidentStaffing, incidentOther], "Select type", ["required"])
+incidentClinical = SelectItem("clinical", "Clinical event")
+incidentSafety = SelectItem("safety", "Patient or staff safety")
+incidentEquipment = SelectItem("equipment", "Equipment failure")
+incidentStaffing = SelectItem("staffing", "Staffing issue")
+incidentOther = SelectItem("other", "Other")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "Unit, room, or department", "text", ["required"])
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("incident_severity", [severityLow, severityModerate, severityHigh, severityCritical], "moderate", ["required"])
+severityLow = RadioItem("Low", "No immediate harm", "low")
+severityModerate = RadioItem("Moderate", "Needs prompt review", "moderate")
+severityHigh = RadioItem("High", "Serious impact or risk", "high")
+severityCritical = RadioItem("Critical", "Immediate command escalation", "critical")
+incidentDetailsField = FormControl("Incident details", incidentDetailsInput, "Do not include unnecessary identifying information.")
+incidentDetailsInput = TextArea("incident_details", "Describe what happened and immediate actions taken", 5, ["required"])
+incidentButtons = Buttons([incidentSubmit, incidentCancel])
+incidentSubmit = Button("Submit incident", null, "primary")
+incidentCancel = Button("Cancel", null, "tertiary")
+transferDrawer = DrawerBlock("Request patient transfer", "Patient transfer request", "Coordinate a transfer to another unit or facility.", [transferForm])
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferFromField, transferDestinationField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient ID", transferPatientInput)
+transferPatientInput = Input("patient_id", "PT-00000", "text", ["required"])
+transferFromField = FormControl("Current location", transferFromInput)
+transferFromInput = Input("current_location", "Unit and room", "text", ["required"])
+transferDestinationField = FormControl("Requested destination", transferDestinationSelect)
+transferDestinationSelect = Select("destination", [destinationIcu, destinationWard, destinationSpecialty, destinationExternal], "Choose destination", ["required"])
+destinationIcu = SelectItem("icu", "Intensive care unit")
+destinationWard = SelectItem("ward", "Inpatient ward")
+destinationSpecialty = SelectItem("specialty", "Specialty center")
+destinationExternal = SelectItem("external", "External hospital")
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "urgent", ["required"])
+priorityRoutine = RadioItem("Routine", "Transfer within 24 hours", "routine")
+priorityUrgent = RadioItem("Urgent", "Transfer within 2 hours", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate transfer coordination", "emergency")
+transferReasonField = FormControl("Clinical reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Reason, required level of care, and transport needs", 4, ["required"])
+transferButtons = Buttons([transferSubmit, transferCancel])
+transferSubmit = Button("Send transfer request", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..e64c4b174
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r3.txt
@@ -0,0 +1,124 @@
+root = Card([header, statusRow, occupancySection, admissionsSection, departmentSection, operationsSection, staffingSection, patientSection, supplySection, actionSection], "card", "column", "l")
+header = CardHeader("Hospital Operations Command", "Live operational overview · Tuesday, August 18, 2026")
+statusRow = Card([occupancyCard, erCard, criticalCard, dischargeCard], "sunk", "row", "m", "stretch", "between", true)
+occupancyCard = Card([occupancyHeading, occupancyValue, occupancyProgress], "clear", "column", "xs")
+occupancyHeading = TextContent("Bed occupancy", "small-heavy")
+occupancyValue = TextContent("287 / 320 beds · 89.7%", "large-heavy")
+occupancyProgress = Progress(89.7, "33 beds available")
+erCard = Card([erHeading, erValue, erNote], "clear", "column", "xs")
+erHeading = TextContent("Current ER wait", "small-heavy")
+erValue = TextContent("47 minutes", "large-heavy")
+erNote = Badge("12 awaiting assessment", "secondary")
+criticalCard = Card([criticalHeading, criticalValue, criticalNote], "clear", "column", "xs")
+criticalHeading = TextContent("Critical patients", "small-heavy")
+criticalValue = TextContent("4 active", "large-heavy")
+criticalNote = Badge("Immediate attention", "destructive")
+dischargeCard = Card([dischargeHeading, dischargeValue, dischargeNote], "clear", "column", "xs")
+dischargeHeading = TextContent("Ready for discharge", "small-heavy")
+dischargeValue = TextContent("11 patients", "large-heavy")
+dischargeNote = Badge("6 awaiting transport", "outline")
+occupancySection = Card([occupancyHeader, occupancyTable], "clear", "column", "m")
+occupancyHeader = Heading("Bed occupancy by unit", "h2")
+occupancyTable = Table([unitColumn, occupiedColumn, capacityColumn, occupancyColumn, availableColumn])
+unitColumn = Col("Unit", ["Medical", "Surgical", "ICU", "Maternity", "Pediatrics"])
+occupiedColumn = Col("Occupied", [91, 76, 28, 42, 50], "number")
+capacityColumn = Col("Capacity", [100, 84, 30, 48, 58], "number")
+occupancyColumn = Col("Occupancy", ["91%", "90%", "93%", "88%", "86%"])
+availableColumn = Col("Available", [9, 8, 2, 6, 8], "number")
+admissionsSection = Card([admissionsHeader, admissionsChart], "clear", "column", "m")
+admissionsHeader = CardHeader("Admissions over the past two weeks", "Daily inpatient admissions")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionsSeries], "natural", "Date", "Admissions")
+admissionsSeries = Series("Admissions", [38, 42, 35, 31, 29, 44, 47, 41, 46, 52, 39, 33, 48, 45])
+departmentSection = Card([departmentHeader, departmentChart], "clear", "column", "m")
+departmentHeader = CardHeader("Patients per department", "Current inpatient census")
+departmentChart = HorizontalBarChart(["Internal Medicine", "Surgery", "Pediatrics", "Maternity", "Cardiology", "Neurology", "Oncology"], [patientSeries], "grouped", "Patients", "Department")
+patientSeries = Series("Patients", [72, 58, 41, 38, 31, 25, 22])
+operationsSection = Card([orHeader, orTable], "clear", "column", "m")
+orHeader = CardHeader("Today's operating room bookings", "8 procedures scheduled · 2 currently in progress")
+orTable = Table([orTimeColumn, orRoomColumn, orProcedureColumn, orSurgeonColumn, orStatusColumn])
+orTimeColumn = Col("Time", ["07:30", "08:15", "09:45", "10:30", "12:00", "13:15", "14:30", "16:00"])
+orRoomColumn = Col("Room", ["OR 1", "OR 3", "OR 2", "OR 4", "OR 1", "OR 3", "OR 2", "OR 4"])
+orProcedureColumn = Col("Procedure", ["Hip replacement", "Laparoscopic appendectomy", "CABG", "Cesarean section", "Knee arthroscopy", "Cholecystectomy", "Craniotomy", "Fracture fixation"])
+orSurgeonColumn = Col("Lead surgeon", ["Dr. Chen", "Dr. Patel", "Dr. Okafor", "Dr. Ruiz", "Dr. Chen", "Dr. Patel", "Dr. Morgan", "Dr. Singh"])
+orStatusColumn = Col("Status", ["Complete", "In progress", "In progress", "Pre-op", "Scheduled", "Scheduled", "Scheduled", "Scheduled"])
+staffingSection = Card([staffHeader, staffTable], "clear", "column", "m")
+staffHeader = CardHeader("Staff on shift", "Day shift · 07:00–19:00")
+staffTable = Table([staffNameColumn, staffRoleColumn, staffAreaColumn, staffShiftColumn])
+staffNameColumn = Col("Staff member", ["Dr. Maya Chen", "Dr. Amir Patel", "Elena Brooks", "Marcus Hill", "Priya Nair", "Jordan Lee", "Sofia Alvarez", "Noah Williams"])
+staffRoleColumn = Col("Role", ["Attending physician", "Emergency physician", "Charge nurse", "ICU nurse", "Respiratory therapist", "Radiology technologist", "Pharmacist", "Patient transport"])
+staffAreaColumn = Col("Assigned area", ["Surgery", "Emergency", "Medical Unit", "ICU", "ICU / ER", "Imaging", "Main Pharmacy", "Hospital-wide"])
+staffShiftColumn = Col("Shift", ["07:00–19:00", "07:00–19:00", "07:00–19:00", "07:00–19:00", "08:00–20:00", "07:00–15:00", "07:00–19:00", "08:00–16:00"])
+patientSection = Card([criticalHeader, criticalAlertOne, criticalAlertTwo, criticalAlertThree, criticalAlertFour, dischargeHeader, dischargeTable], "clear", "column", "m")
+criticalHeader = Heading("Critical patients", "h2")
+criticalAlertOne = Alert("ICU-12 · Patient MRN 483921", "Septic shock; vasopressor requirement increasing. Attending: Dr. Bennett.", "destructive")
+criticalAlertTwo = Alert("ER-04 · Patient MRN 592104", "Suspected STEMI; cath lab activated. Attending: Dr. Patel.", "destructive")
+criticalAlertThree = Alert("ICU-07 · Patient MRN 317845", "Oxygen saturation unstable despite high-flow support. Attending: Dr. Okafor.", "destructive")
+criticalAlertFour = Alert("OR-02 · Patient MRN 640238", "Intraoperative bleeding protocol active. Lead: Dr. Morgan.", "destructive")
+dischargeHeader = CardHeader("Patients ready for discharge", "11 total · highest-priority cases shown")
+dischargeTable = Table([dischargePatientColumn, dischargeUnitColumn, dischargeDestinationColumn, dischargeBarrierColumn])
+dischargePatientColumn = Col("Patient", ["MRN 284710", "MRN 395821", "MRN 427603", "MRN 518294", "MRN 602417", "MRN 719305"])
+dischargeUnitColumn = Col("Unit / bed", ["Medical 3-14", "Surgical 2-08", "Maternity 1-05", "Pediatrics 4-11", "Cardiology 5-03", "Medical 3-21"])
+dischargeDestinationColumn = Col("Destination", ["Home", "Rehabilitation", "Home", "Home", "Skilled nursing", "Home health"])
+dischargeBarrierColumn = Col("Next step", ["Medication reconciliation", "Transport booked 15:00", "Paperwork complete", "Parent education", "Placement confirmation", "Home oxygen delivery"])
+supplySection = Card([supplyHeader, supplyWarning, supplyTable], "clear", "column", "m")
+supplyHeader = CardHeader("Supplies running low", "Items at or below reorder threshold")
+supplyWarning = Callout("warning", "5 supplies need attention", "Two items may reach zero within 24 hours at current usage.")
+supplyTable = Table([supplyItemColumn, supplyAreaColumn, supplyStockColumn, supplyRunwayColumn, supplyStatusColumn])
+supplyItemColumn = Col("Supply", ["O-negative blood units", "N95 respirators", "IV saline 1 L", "Pediatric oxygen masks", "Central line kits"])
+supplyAreaColumn = Col("Location", ["Blood Bank", "Central Supply", "Central Supply", "Pediatrics", "ICU"])
+supplyStockColumn = Col("On hand", [8, 140, 96, 12, 9], "number")
+supplyRunwayColumn = Col("Estimated runway", ["18 hours", "1.5 days", "2 days", "2 days", "1 day"])
+supplyStatusColumn = Col("Status", ["Critical", "Low", "Low", "Low", "Critical"])
+actionSection = Card([actionHeader, actionCards], "sunk", "column", "m")
+actionHeader = Heading("Command actions", "h2")
+actionCards = Card([dayCard, incidentDialog, transferDrawer], "clear", "row", "m", "stretch", "between", true)
+dayCard = Card([dayHeader, dayForm], "card", "column", "m")
+dayHeader = CardHeader("Look at another day", "Choose a date for the operations view")
+dayForm = Form("operations-date", dayButtons, [dayField])
+dayField = FormControl("View date", dayPicker)
+dayPicker = DatePicker("view_date", "single", [], ["2026-08-18"])
+dayButtons = Buttons([viewDayButton])
+viewDayButton = Button("Load selected day", null, "primary")
+incidentDialog = DialogBlock("File an incident", "File an operational incident", "Record a safety, clinical, facility, or staffing event.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentClinical, incidentSafety, incidentFacility, incidentStaffing], "Select type")
+incidentClinical = SelectItem("clinical", "Clinical")
+incidentSafety = SelectItem("safety", "Patient or staff safety")
+incidentFacility = SelectItem("facility", "Facility or equipment")
+incidentStaffing = SelectItem("staffing", "Staffing")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "Unit, room, or department")
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("incident_severity", [severityLow, severityModerate, severityHigh, severityCritical], "moderate")
+severityLow = RadioItem("Low", "No immediate harm", "low")
+severityModerate = RadioItem("Moderate", "Requires follow-up", "moderate")
+severityHigh = RadioItem("High", "Significant operational or clinical impact", "high")
+severityCritical = RadioItem("Critical", "Immediate escalation required", "critical")
+incidentDetailsField = FormControl("Incident details", incidentDetailsArea, "Do not include unnecessary identifying information")
+incidentDetailsArea = TextArea("incident_details", "Describe what happened and immediate actions taken", 5)
+incidentButtons = Buttons([incidentSubmitButton, incidentCancelButton])
+incidentSubmitButton = Button("Submit incident", null, "primary")
+incidentCancelButton = Button("Cancel", null, "tertiary")
+transferDrawer = DrawerBlock("Request patient transfer", "Request a patient transfer", "Coordinate an internal or external transfer.", [transferForm])
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferFromField, transferToField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient MRN", transferPatientInput)
+transferPatientInput = Input("transfer_patient", "Enter medical record number")
+transferFromField = FormControl("Current location", transferFromInput)
+transferFromInput = Input("transfer_from", "Current unit and bed")
+transferToField = FormControl("Requested destination", transferToSelect)
+transferToSelect = Select("transfer_to", [transferICU, transferMedical, transferSurgical, transferExternal], "Choose destination")
+transferICU = SelectItem("icu", "Intensive Care Unit")
+transferMedical = SelectItem("medical", "Medical Unit")
+transferSurgical = SelectItem("surgical", "Surgical Unit")
+transferExternal = SelectItem("external", "External facility")
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "routine")
+priorityRoutine = RadioItem("Routine", "Transfer when a bed becomes available", "routine")
+priorityUrgent = RadioItem("Urgent", "Transfer needed within 2 hours", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate clinical escalation", "emergency")
+transferReasonField = FormControl("Clinical reason", transferReasonArea)
+transferReasonArea = TextArea("transfer_reason", "Summarize the indication and transfer requirements", 4)
+transferButtons = Buttons([transferSubmitButton, transferCancelButton])
+transferSubmitButton = Button("Submit transfer request", null, "primary")
+transferCancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..ce17250bf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-hospital__r4.txt
@@ -0,0 +1,124 @@
+root = Card([header, statusRow, occupancySection, trendSection, departmentSection, operationsSection, alertsSection, staffSection, actionsSection], "card", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational view")
+statusRow = Card([occupancyCard, erCard], "clear", "row", "l", "stretch", "between", true)
+occupancyCard = Card([occupancyHeading, occupancyValue, occupancyProgress, occupancyDetail], "sunk", "column", "s")
+occupancyHeading = Heading("Bed occupancy", "h3")
+occupancyValue = TextContent("287 / 320 beds occupied • 89.7%", "large-heavy")
+occupancyProgress = Progress(89.7, "Hospital-wide occupancy")
+occupancyDetail = TextContent("33 available • 12 staffed beds currently blocked", "small")
+erCard = Card([erHeading, erValue, erAlert, erDetail], "sunk", "column", "s")
+erHeading = Heading("Current ER wait", "h3")
+erValue = TextContent("47 minutes", "large-heavy")
+erAlert = Badge("Above 30-minute target", "destructive")
+erDetail = TextContent("22 waiting • 8 being assessed • longest wait 1h 26m", "small")
+occupancySection = Card([occupancyHeader, occupancyTable], "clear", "column", "m")
+occupancyHeader = CardHeader("Bed availability", "Current staffed capacity by unit")
+occupancyTable = Table([unitCol, occupiedCol, capacityCol, availableCol, utilizationCol])
+unitCol = Col("Unit", ["Medical", "Surgical", "ICU", "Pediatrics", "Maternity"])
+occupiedCol = Col("Occupied", [104, 78, 27, 36, 42], "number")
+capacityCol = Col("Capacity", [112, 88, 30, 44, 46], "number")
+availableCol = Col("Available", [8, 10, 3, 8, 4], "number")
+utilizationCol = Col("Occupancy", ["92.9%", "88.6%", "90.0%", "81.8%", "91.3%"])
+trendSection = Card([trendHeader, admissionsChart], "clear", "column", "m")
+trendHeader = CardHeader("Admissions over the past two weeks", "Daily inpatient admissions")
+admissionsChart = LineChart(admissionDates, [admissionsSeries], "natural", "Date", "Admissions")
+admissionDates = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+admissionsSeries = Series("Admissions", [46, 51, 48, 39, 42, 55, 58, 53, 61, 57, 45, 43, 64, 59])
+departmentSection = Card([departmentHeader, departmentChart], "clear", "column", "m")
+departmentHeader = CardHeader("Patients per department", "Current census, including ER patients")
+departmentChart = HorizontalBarChart(departmentLabels, [departmentSeries], "grouped", "Patients", "Department")
+departmentLabels = ["Internal Medicine", "Surgery", "Emergency", "Maternity", "Pediatrics", "Cardiology", "Oncology", "Neurology"]
+departmentSeries = Series("Patients", [104, 78, 38, 42, 36, 31, 24, 18])
+operationsSection = Card([operationsHeader, operationsTabs], "clear", "column", "m")
+operationsHeader = CardHeader("Today's operations", "Bookings and patient flow")
+operationsTabs = Tabs([orTab, dischargeTab])
+orTab = TabItem("or-bookings", "Operating rooms", [orTable])
+orTable = Table([orTimeCol, orRoomCol, procedureCol, surgeonCol, orStatusCol])
+orTimeCol = Col("Time", ["07:30", "08:15", "10:00", "11:30", "13:00", "14:45", "16:00"])
+orRoomCol = Col("Room", ["OR 2", "OR 5", "OR 1", "OR 4", "OR 3", "OR 6", "OR 2"])
+procedureCol = Col("Procedure", ["Hip replacement", "Laparoscopic appendectomy", "CABG", "Pediatric tonsillectomy", "C-section", "Craniotomy", "Trauma reserve"])
+surgeonCol = Col("Lead surgeon", ["Dr. Chen", "Dr. Patel", "Dr. Alvarez", "Dr. Kim", "Dr. Brooks", "Dr. Singh", "On-call team"])
+orStatusCol = Col("Status", ["In progress", "In progress", "Pre-op", "Confirmed", "Confirmed", "Delayed 25m", "Reserved"])
+dischargeTab = TabItem("discharges", "Ready for discharge", [dischargeCallout, dischargeTable])
+dischargeCallout = Callout("info", "17 patients ready", "Six await transport, four await medication reconciliation, and seven have all discharge steps complete.")
+dischargeTable = Table([patientCol, dischargeUnitCol, destinationCol, dischargeBarrierCol])
+patientCol = Col("Patient", ["PT-10482", "PT-10731", "PT-10904", "PT-11026", "PT-11143", "PT-11208", "PT-11277"])
+dischargeUnitCol = Col("Unit", ["Medical 3", "Surgical 2", "Cardiology", "Maternity", "Pediatrics", "Medical 1", "Surgical 4"])
+destinationCol = Col("Destination", ["Home", "Rehab", "Home", "Home", "Home", "Skilled nursing", "Home"])
+dischargeBarrierCol = Col("Next step", ["Transport", "Transport", "Medication reconciliation", "Complete", "Complete", "Transport", "Medication reconciliation"])
+alertsSection = Card([alertsHeader, criticalAlert, criticalTable, suppliesAlert, suppliesTable], "clear", "column", "m")
+alertsHeader = CardHeader("Priority alerts", "Items requiring operational attention")
+criticalAlert = Alert("5 critical patients", "Two patients have deteriorated within the last hour; rapid response teams are active.", "destructive")
+criticalTable = Table([criticalPatientCol, criticalLocationCol, criticalReasonCol, criticalOwnerCol])
+criticalPatientCol = Col("Patient", ["PT-11291", "PT-10872", "PT-11165", "PT-10648", "PT-11234"])
+criticalLocationCol = Col("Location", ["ICU 8", "ER Resus 2", "ICU 3", "Cardiology 12", "OR 6"])
+criticalReasonCol = Col("Critical status", ["Septic shock", "Respiratory failure", "Post-op hemorrhage", "Unstable arrhythmia", "Neurological decline"])
+criticalOwnerCol = Col("Clinical lead", ["Dr. Morgan", "Dr. Rivera", "Dr. Chen", "Dr. Foster", "Dr. Singh"])
+suppliesAlert = Alert("Supplies running low", "Five items are below their reorder threshold; two may affect care within 12 hours.", "warning")
+suppliesTable = Table([supplyCol, stockCol, thresholdCol, coverageCol, supplyActionCol])
+supplyCol = Col("Supply", ["O-negative blood units", "N95 respirators", "IV saline 1L", "Pediatric oxygen masks", "Surgical sutures 3-0"])
+stockCol = Col("On hand", [8, 240, 76, 14, 32], "number")
+thresholdCol = Col("Reorder at", [15, 300, 100, 20, 40], "number")
+coverageCol = Col("Estimated coverage", ["6 hours", "18 hours", "14 hours", "10 hours", "1.5 days"])
+supplyActionCol = Col("Action", ["Urgent replenishment", "Order placed", "Order placed", "Urgent replenishment", "Order placed"])
+staffSection = Card([staffHeader, staffSummary, staffTable], "clear", "column", "m")
+staffHeader = CardHeader("Staff on shift", "Current command-critical coverage")
+staffSummary = TextContent("142 staff on duty • 18 physicians • 74 nurses • 50 allied, support, and operations staff", "small-heavy")
+staffTable = Table([staffNameCol, staffRoleCol, staffAreaCol, staffHoursCol])
+staffNameCol = Col("Staff member", ["Dr. Maya Morgan", "Dr. Luis Rivera", "Avery Johnson, RN", "Priya Shah, RN", "Jordan Lee, RN", "Sam Okafor, RT", "Elena Rossi, PharmD", "Noah Williams", "Grace Chen"])
+staffRoleCol = Col("Role", ["Hospitalist lead", "ER attending", "ICU charge nurse", "ER charge nurse", "OR charge nurse", "Respiratory therapist", "Clinical pharmacist", "Bed manager", "Operations supervisor"])
+staffAreaCol = Col("Assignment", ["Medical units", "Emergency", "ICU", "Emergency", "Operating rooms", "ICU / ER", "Hospital-wide", "Patient flow", "Command center"])
+staffHoursCol = Col("Shift", ["07:00–19:00", "08:00–20:00", "07:00–19:00", "07:00–19:00", "06:30–18:30", "07:00–19:00", "08:00–16:00", "07:00–15:00", "06:00–18:00"])
+actionsSection = Card([actionsHeader, actionRow], "clear", "column", "m")
+actionsHeader = CardHeader("Command actions", "Report, navigate, or coordinate patient movement")
+actionRow = Card([incidentDialog, dayDrawer, transferDialog], "sunk", "row", "m", "start", "start", true)
+incidentDialog = DialogBlock("File an incident", "File an operational incident", "Record a safety, staffing, facility, supply, or workflow incident.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentSeverityField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentSafety, incidentStaffing, incidentFacility, incidentSupply, incidentWorkflow], "Select type")
+incidentSafety = SelectItem("safety", "Patient or staff safety")
+incidentStaffing = SelectItem("staffing", "Staffing")
+incidentFacility = SelectItem("facility", "Facility or equipment")
+incidentSupply = SelectItem("supply", "Supply")
+incidentWorkflow = SelectItem("workflow", "Workflow")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "Unit, room, or department")
+incidentSeverityField = FormControl("Severity", incidentSeverityRadio)
+incidentSeverityRadio = RadioGroup("incident_severity", [severityLow, severityModerate, severityHigh, severityCritical], "moderate")
+severityLow = RadioItem("Low", "No immediate care impact", "low")
+severityModerate = RadioItem("Moderate", "Operational disruption", "moderate")
+severityHigh = RadioItem("High", "Care may be delayed or compromised", "high")
+severityCritical = RadioItem("Critical", "Immediate threat to safety or continuity", "critical")
+incidentDetailsField = FormControl("Details", incidentDetailsInput)
+incidentDetailsInput = TextArea("incident_details", "Describe what happened and any immediate actions taken", 5)
+incidentButtons = Buttons([incidentSubmit, incidentCancel])
+incidentSubmit = Button("Submit incident", null, "primary")
+incidentCancel = Button("Cancel", null, "tertiary")
+dayDrawer = DrawerBlock("Look at another day", "Select operational date", "Choose a date to open its command view.", [dayCalendar, dayButtons])
+dayCalendar = CalendarBlock("single", "2026-08-18", 2, "dropdown")
+dayButtons = Buttons([dayOpen, dayToday])
+dayOpen = Button("Open selected day", null, "primary")
+dayToday = Button("Return to today", null, "secondary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Send a transfer request to bed management and the receiving service.", [transferForm], "default")
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferFromField, transferToField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient ID", transferPatientInput)
+transferPatientInput = Input("transfer_patient_id", "PT-00000")
+transferFromField = FormControl("Current location", transferFromInput)
+transferFromInput = Input("transfer_from", "Current unit and room")
+transferToField = FormControl("Requested destination", transferToSelect)
+transferToSelect = Select("transfer_destination", [transferICU, transferMedical, transferSurgical, transferCardiology, transferPediatrics], "Select destination")
+transferICU = SelectItem("icu", "Intensive Care Unit")
+transferMedical = SelectItem("medical", "Medical unit")
+transferSurgical = SelectItem("surgical", "Surgical unit")
+transferCardiology = SelectItem("cardiology", "Cardiology")
+transferPediatrics = SelectItem("pediatrics", "Pediatrics")
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("transfer_priority", [transferRoutine, transferUrgent, transferImmediate], "routine")
+transferRoutine = RadioItem("Routine", "Transfer within four hours", "routine")
+transferUrgent = RadioItem("Urgent", "Transfer within one hour", "urgent")
+transferImmediate = RadioItem("Immediate", "Clinical need requires immediate movement", "immediate")
+transferReasonField = FormControl("Clinical reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Summarize the indication and required level of care", 4)
+transferButtons = Buttons([transferSubmit, transferCancel])
+transferSubmit = Button("Send transfer request", null, "primary")
+transferCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..c1f1eb241
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r1.txt
@@ -0,0 +1,96 @@
+root = Card([header, healthSummary, controls, overviewTabs, actions], "card", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 · Updated 18 Aug 2026")
+healthSummary = Callout("warning", "Portfolio health: At risk", "6 active projects: 2 at risk and 1 critical; budget remains within allocation, but milestone delays and high team utilization threaten near-term delivery.")
+controls = Card([quarterForm, exportButtons], "sunk", "row", "m", "end", "between", true)
+quarterForm = Form("quarter-view", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect)
+quarterSelect = Select("quarter", [q2, q3, q4, q1], "Select quarter", [], "2026-q3", "small")
+q2 = SelectItem("2026-q2", "Q2 2026")
+q3 = SelectItem("2026-q3", "Q3 2026")
+q4 = SelectItem("2026-q4", "Q4 2026")
+q1 = SelectItem("2027-q1", "Q1 2027")
+quarterButtons = Buttons([applyQuarter])
+applyQuarter = Button("View quarter", null, "primary")
+exportButtons = Buttons([exportPdf, exportCsv])
+exportPdf = Button("Export PDF", null, "primary")
+exportCsv = Button("Export CSV", null, "secondary")
+overviewTabs = Tabs([projectsTab, deliveryTab, capacityTab, risksTab])
+projectsTab = TabItem("projects", "Projects & budget", [projectHeader, projectTable, budgetHeader, budgetChart, archiveHeader, archiveText, archiveAction])
+projectHeader = CardHeader("Active projects", "Owner, deadline, health, and current budget position")
+projectTable = Table([projectNameCol, ownerCol, deadlineCol, healthCol, spentCol, allocationCol])
+projectNameCol = Col("Project", ["Payments Modernization", "Customer Data Hub", "Mobile App 4.0", "ERP Consolidation", "Security Hardening", "Support Portal"])
+ownerCol = Col("Owner", ["Maya Chen", "Liam Patel", "Sofia Rivera", "Noah Williams", "Ava Thompson", "Ethan Brooks"])
+deadlineCol = Col("Deadline", ["4 Sep 2026", "25 Sep 2026", "28 Aug 2026", "30 Oct 2026", "11 Sep 2026", "18 Sep 2026"])
+healthCol = Col("Health", ["At risk", "Healthy", "Critical", "Healthy", "At risk", "Healthy"])
+spentCol = Col("Spent", ["$740k", "$410k", "$920k", "$560k", "$285k", "$190k"])
+allocationCol = Col("Allocation", ["$1.00m", "$750k", "$1.05m", "$1.20m", "$500k", "$400k"])
+budgetHeader = CardHeader("Budget spent against allocation", "Percentage of approved project budget consumed")
+budgetChart = HorizontalBarChart(["Payments Modernization", "Customer Data Hub", "Mobile App 4.0", "ERP Consolidation", "Security Hardening", "Support Portal"], [budgetSeries], "grouped", "Budget consumed (%)", "Project")
+budgetSeries = Series("Spent", [74, 55, 88, 47, 57, 48])
+archiveHeader = CardHeader("Finished project administration", "Archive completed work after confirming records are retained")
+archiveText = TextContent("Website Replatform finished on 14 Aug 2026 and is ready to archive.")
+archiveAction = AlertDialogBlock("Archive Website Replatform", "Archive finished project?", "Website Replatform will leave the active portfolio and remain available in archived reports.", "Archive project", "Cancel", "destructive")
+deliveryTab = TabItem("delivery", "Delivery", [milestoneHeader, milestoneTable, deadlinesHeader, deadlinesTable, paceHeader, paceChart, blockedHeader, blockedTable])
+milestoneHeader = CardHeader("Overdue milestones", "Open milestones past their committed date")
+milestoneTable = Table([milestoneProjectCol, milestoneCol, dueCol, overdueCol, milestoneOwnerCol])
+milestoneProjectCol = Col("Project", ["Mobile App 4.0", "Payments Modernization", "Security Hardening"])
+milestoneCol = Col("Milestone", ["Release candidate", "Gateway certification", "Privileged access rollout"])
+dueCol = Col("Due", ["12 Aug 2026", "15 Aug 2026", "17 Aug 2026"])
+overdueCol = Col("Overdue", ["6 days", "3 days", "1 day"])
+milestoneOwnerCol = Col("Owner", ["Sofia Rivera", "Maya Chen", "Ava Thompson"])
+deadlinesHeader = CardHeader("Deadlines in the next two weeks", "Due from 18 Aug through 1 Sep 2026")
+deadlinesTable = Table([upcomingDateCol, upcomingProjectCol, upcomingDeliverableCol, upcomingOwnerCol])
+upcomingDateCol = Col("Date", ["21 Aug", "24 Aug", "26 Aug", "28 Aug", "1 Sep"])
+upcomingProjectCol = Col("Project", ["Customer Data Hub", "Security Hardening", "Payments Modernization", "Mobile App 4.0", "Support Portal"])
+upcomingDeliverableCol = Col("Deliverable", ["Data quality sign-off", "Pen-test remediation", "Pilot readiness review", "Production launch", "UAT exit"])
+upcomingOwnerCol = Col("Owner", ["Liam Patel", "Ava Thompson", "Maya Chen", "Sofia Rivera", "Ethan Brooks"])
+paceHeader = CardHeader("Delivery pace", "Completed work over the past six sprints")
+paceChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [committedSeries, completedSeries], "natural", "Sprint", "Work items")
+committedSeries = Series("Committed", [74, 78, 81, 79, 85, 88])
+completedSeries = Series("Completed", [69, 75, 73, 76, 78, 72])
+blockedHeader = CardHeader("Blocked work items", "Items currently unable to progress")
+blockedTable = Table([blockedItemCol, blockedProjectCol, blockerCol, blockedAgeCol, blockedOwnerCol])
+blockedItemCol = Col("Work item", ["PAY-482", "MOB-731", "ERP-204", "SEC-119"])
+blockedProjectCol = Col("Project", ["Payments Modernization", "Mobile App 4.0", "ERP Consolidation", "Security Hardening"])
+blockerCol = Col("Blocker", ["Bank sandbox access", "App Store entitlement", "Vendor data mapping", "Firewall approval"])
+blockedAgeCol = Col("Age", ["8 days", "6 days", "4 days", "3 days"])
+blockedOwnerCol = Col("Owner", ["Maya Chen", "Sofia Rivera", "Noah Williams", "Ava Thompson"])
+capacityTab = TabItem("capacity", "Team utilization", [utilizationHeader, utilizationChart, utilizationAlert, requestHeader, requestForm])
+utilizationHeader = CardHeader("Team utilization", "Planned capacity assigned for the current quarter")
+utilizationChart = HorizontalBarChart(["Mobile Engineering", "Payments Platform", "Data & Analytics", "Enterprise Systems", "Cybersecurity", "Customer Experience"], [utilizationSeries], "grouped", "Utilization (%)", "Team")
+utilizationSeries = Series("Utilization", [108, 102, 94, 87, 105, 91])
+utilizationAlert = Alert("Capacity pressure", "Mobile Engineering, Payments Platform, and Cybersecurity exceed 100% planned utilization.", "warning")
+requestHeader = CardHeader("Request more people", "Submit a portfolio staffing request for a project")
+requestForm = Form("resource-request", requestButtons, [requestProjectField, roleField, peopleField, startField, justificationField])
+requestProjectField = FormControl("Project", requestProjectSelect)
+requestProjectSelect = Select("project", [rp1, rp2, rp3, rp4, rp5, rp6], "Choose a project")
+rp1 = SelectItem("payments", "Payments Modernization")
+rp2 = SelectItem("data-hub", "Customer Data Hub")
+rp3 = SelectItem("mobile", "Mobile App 4.0")
+rp4 = SelectItem("erp", "ERP Consolidation")
+rp5 = SelectItem("security", "Security Hardening")
+rp6 = SelectItem("support", "Support Portal")
+roleField = FormControl("Role needed", roleInput)
+roleInput = Input("role", "e.g. Senior mobile engineer")
+peopleField = FormControl("Number of people", peopleInput)
+peopleInput = Input("people", "2", "number")
+startField = FormControl("Needed from", startDate)
+startDate = DatePicker("start_date", "single")
+justificationField = FormControl("Business justification", justificationInput)
+justificationInput = TextArea("justification", "Describe the capacity gap and delivery impact", 4)
+requestButtons = Buttons([submitRequest, clearRequest])
+submitRequest = Button("Request people", null, "primary")
+clearRequest = Button("Clear", null, "tertiary")
+risksTab = TabItem("risks", "Risks", [riskHeader, riskTable, riskCallout])
+riskHeader = CardHeader("Portfolio risks", "Open risks and severity by project")
+riskTable = Table([riskProjectCol, riskCol, severityCol, mitigationCol, riskOwnerCol])
+riskProjectCol = Col("Project", ["Mobile App 4.0", "Payments Modernization", "Security Hardening", "Customer Data Hub", "ERP Consolidation"])
+riskCol = Col("Risk", ["Launch may miss store approval window", "Certification defects may delay pilot", "Specialist capacity is overcommitted", "Source-data quality below threshold", "Vendor migration estimate may increase"])
+severityCol = Col("Severity", ["Critical", "High", "High", "Medium", "Medium"])
+mitigationCol = Col("Mitigation", ["Escalate review and prepare phased release", "Daily defect triage with bank partner", "Reassign two engineers for three weeks", "Run focused cleansing sprint", "Complete sample migration by 28 Aug"])
+riskOwnerCol = Col("Owner", ["Sofia Rivera", "Maya Chen", "Ava Thompson", "Liam Patel", "Noah Williams"])
+riskCallout = TextCallout("danger", "Immediate attention", "Mobile App 4.0 has the only critical portfolio risk and requires an executive go/no-go decision this week.")
+actions = FollowUpBlock([reviewCritical, draftUpdate, inspectBudget])
+reviewCritical = FollowUpItem("Review the critical Mobile App 4.0 risk")
+draftUpdate = FollowUpItem("Draft an executive portfolio status update")
+inspectBudget = FollowUpItem("Show projects most likely to exceed budget")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..f903ae526
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r2.txt
@@ -0,0 +1,79 @@
+root = Card([header, portfolioHealth, quarterForm, activeHeading, activeProjects, overdueHeading, overdueMilestones, budgetHeading, budgetChart, utilizationHeading, utilizationChart, risksHeading, risksTable, deadlinesHeading, deadlinesList, paceHeading, paceChart, blockedHeading, blockedItems, actionsHeading, actions], "card", "column", "l")
+header = CardHeader("PMO Project Portfolio Review", "Executive delivery, capacity, budget, and risk overview")
+portfolioHealth = Callout("warning", "Portfolio health: At risk", "Delivery remains broadly on plan, but three overdue milestones, two blocked work items, and high utilization on Platform Engineering require intervention.")
+quarterForm = Form("quarter-view", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect, "Select a different quarter to refresh the portfolio review")
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Choose quarter", ["required"], "2026-q3")
+q1 = SelectItem("2026-q1", "Q1 2026")
+q2 = SelectItem("2026-q2", "Q2 2026")
+q3 = SelectItem("2026-q3", "Q3 2026")
+q4 = SelectItem("2026-q4", "Q4 2026")
+quarterButtons = Buttons([viewQuarter])
+viewQuarter = Button("View quarter", null, "primary")
+activeHeading = Heading("Active projects", "h2")
+activeProjects = Table([projectCol, ownerCol, deadlineCol, healthCol])
+projectCol = Col("Project", ["Customer Portal", "ERP Modernization", "Data Governance", "Mobile Checkout", "Identity Migration"])
+ownerCol = Col("Owner", ["Maya Chen", "Owen Brooks", "Priya Shah", "Lucas Martin", "Elena Rossi"])
+deadlineCol = Col("Deadline", ["Sep 18, 2026", "Oct 30, 2026", "Nov 14, 2026", "Aug 28, 2026", "Dec 11, 2026"])
+healthCol = Col("Health", ["At risk", "On track", "On track", "Critical", "At risk"])
+overdueHeading = Heading("Overdue milestones", "h2")
+overdueMilestones = Table([milestoneCol, milestoneProjectCol, milestoneOwnerCol, dueCol, daysLateCol])
+milestoneCol = Col("Milestone", ["Payment gateway certification", "Portal accessibility sign-off", "Identity pilot readiness"])
+milestoneProjectCol = Col("Project", ["Mobile Checkout", "Customer Portal", "Identity Migration"])
+milestoneOwnerCol = Col("Owner", ["Lucas Martin", "Maya Chen", "Elena Rossi"])
+dueCol = Col("Due", ["Aug 12, 2026", "Aug 15, 2026", "Aug 16, 2026"])
+daysLateCol = Col("Days overdue", [6, 3, 2], "number")
+budgetHeading = Heading("Budget spent against allocation", "h2")
+budgetChart = BarChart(["Customer Portal", "ERP Modernization", "Data Governance", "Mobile Checkout", "Identity Migration"], [allocationSeries, spentSeries], "grouped", "Project", "USD thousands")
+allocationSeries = Series("Allocated", [850, 2400, 620, 1100, 780])
+spentSeries = Series("Spent", [612, 1380, 291, 1015, 438])
+utilizationHeading = Heading("Team utilization", "h2")
+utilizationChart = HorizontalBarChart(["Platform Engineering", "Mobile Engineering", "Data & Analytics", "Enterprise Applications", "Design & Research", "Security"], [utilizationSeries], "grouped", "Utilization (%)", "Team")
+utilizationSeries = Series("Utilization", [96, 93, 81, 87, 76, 89])
+risksHeading = Heading("Portfolio risks", "h2")
+risksTable = Table([riskCol, riskProjectCol, severityCol, mitigationCol])
+riskCol = Col("Risk", ["Payment certification may delay launch", "Platform capacity exceeds safe threshold", "Legacy ERP data quality gaps", "Vendor IAM connector instability", "Accessibility remediation scope growth"])
+riskProjectCol = Col("Project", ["Mobile Checkout", "Customer Portal", "ERP Modernization", "Identity Migration", "Customer Portal"])
+severityCol = Col("Severity", ["Critical", "High", "High", "Medium", "Medium"])
+mitigationCol = Col("Mitigation", ["Daily certification war room", "Request two backend engineers", "Fund profiling and cleansing sprint", "Escalate with vendor engineering", "Prioritize defects by user impact"])
+deadlinesHeading = Heading("Deadlines in the next two weeks", "h2")
+deadlinesList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour], "number")
+deadlineOne = ListItem("Mobile Checkout production readiness", "Aug 21, 2026 · Owner: Lucas Martin")
+deadlineTwo = ListItem("Customer Portal accessibility sign-off", "Aug 24, 2026 · Owner: Maya Chen")
+deadlineThree = ListItem("Data Governance policy approval", "Aug 27, 2026 · Owner: Priya Shah")
+deadlineFour = ListItem("Mobile Checkout launch", "Aug 28, 2026 · Owner: Lucas Martin")
+paceHeading = Heading("Delivery pace over the past six sprints", "h2")
+paceChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [committedSeries, completedSeries], "natural", "Sprint", "Work items")
+committedSeries = Series("Committed", [84, 88, 91, 89, 94, 96])
+completedSeries = Series("Completed", [78, 82, 86, 81, 88, 85])
+blockedHeading = Heading("Blocked work items", "h2")
+blockedItems = Table([blockedItemCol, blockedProjectCol, blockerCol, blockedOwnerCol, blockedAgeCol])
+blockedItemCol = Col("Work item", ["MC-418 Gateway production credentials", "CP-287 Customer profile API scaling"])
+blockedProjectCol = Col("Project", ["Mobile Checkout", "Customer Portal"])
+blockerCol = Col("Blocker", ["Bank security approval", "Platform engineering capacity"])
+blockedOwnerCol = Col("Owner", ["Nadia Flores", "Theo Grant"])
+blockedAgeCol = Col("Blocked for", ["5 days", "3 days"])
+actionsHeading = Heading("Portfolio actions", "h2")
+actions = Card([requestPeople, exportButtons, archiveProject], "sunk", "column", "m")
+requestPeople = Form("resource-request", requestButtons, [requestProjectField, roleField, peopleField, needByField, rationaleField])
+requestProjectField = FormControl("Project needing people", requestProjectSelect)
+requestProjectSelect = Select("project", [projectCustomer, projectErp, projectData, projectMobile, projectIdentity], "Select project", ["required"])
+projectCustomer = SelectItem("customer-portal", "Customer Portal")
+projectErp = SelectItem("erp-modernization", "ERP Modernization")
+projectData = SelectItem("data-governance", "Data Governance")
+projectMobile = SelectItem("mobile-checkout", "Mobile Checkout")
+projectIdentity = SelectItem("identity-migration", "Identity Migration")
+roleField = FormControl("Role needed", roleInput)
+roleInput = Input("role", "e.g. Backend engineer", "text", ["required"])
+peopleField = FormControl("Number of people", peopleInput)
+peopleInput = Input("people", "2", "number", ["required"])
+needByField = FormControl("Need by", needByPicker)
+needByPicker = DatePicker("need_by", "single", ["required"])
+rationaleField = FormControl("Business rationale", rationaleInput)
+rationaleInput = TextArea("rationale", "Describe the delivery impact and expected duration", 3, ["required"])
+requestButtons = Buttons([requestButton])
+requestButton = Button("Request more people", null, "primary")
+exportButtons = Buttons([exportPdf, exportCsv])
+exportPdf = Button("Export review as PDF", null, "secondary")
+exportCsv = Button("Export project data as CSV", null, "tertiary")
+archiveProject = AlertDialogBlock("Archive finished project", "Archive a finished project?", "This removes the selected finished project from the active portfolio while retaining its historical reporting data.", "Archive project", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..db4665837
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r3.txt
@@ -0,0 +1,78 @@
+root = Card([header, summary, controls, activeHeading, activeProjects, budgetHeading, budgetChart, utilizationHeading, utilizationChart, deliveryHeading, deliveryChart, attentionTabs, actionsHeading, actions], "card", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 · Updated August 18, 2026")
+summary = Alert("Portfolio health: At risk", "6 active projects; 2 are at risk, 1 is critical, and near-term capacity constraints may affect September commitments.", "warning")
+controls = Form("quarter-view", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect)
+quarterSelect = Select("quarter", [q2, q3, q4, q1], "Choose a quarter", [], "2026-q3", "medium")
+q2 = SelectItem("2026-q2", "Q2 2026")
+q3 = SelectItem("2026-q3", "Q3 2026")
+q4 = SelectItem("2026-q4", "Q4 2026")
+q1 = SelectItem("2027-q1", "Q1 2027")
+quarterButtons = Buttons([applyQuarter, exportReview])
+applyQuarter = Button("View quarter", null, "primary")
+exportReview = Button("Export review", null, "secondary")
+activeHeading = Heading("Active projects", "h2")
+activeProjects = Table([projectCol, ownerCol, deadlineCol, healthCol])
+projectCol = Col("Project", ["Atlas ERP Migration", "Beacon Mobile Launch", "Customer 360", "Data Platform Renewal", "Orion Compliance", "Website Replatform"])
+ownerCol = Col("Owner", ["Maya Chen", "Liam Patel", "Sofia Reyes", "Noah Williams", "Ava Thompson", "Ethan Brooks"])
+deadlineCol = Col("Deadline", ["Sep 25, 2026", "Aug 28, 2026", "Oct 16, 2026", "Nov 6, 2026", "Sep 11, 2026", "Dec 4, 2026"])
+healthCol = Col("Health", ["At risk", "Critical", "On track", "On track", "At risk", "On track"])
+budgetHeading = Heading("Budget spent against allocation", "h2")
+budgetChart = BarChart(["Atlas ERP", "Beacon Mobile", "Customer 360", "Data Platform", "Orion Compliance", "Web Replatform"], [spentSeries, remainingSeries], "stacked", "Project", "USD thousands")
+spentSeries = Series("Spent", [820, 570, 410, 690, 330, 280])
+remainingSeries = Series("Remaining", [380, 30, 490, 710, 120, 470])
+utilizationHeading = Heading("Team utilization", "h2")
+utilizationChart = HorizontalBarChart(["Mobile engineering", "ERP delivery", "Data engineering", "Security & compliance", "Web platform", "Design & research"], [utilizationSeries], "grouped", "Utilization (%)", "Team")
+utilizationSeries = Series("Utilization", [112, 96, 91, 88, 79, 74])
+deliveryHeading = Heading("Delivery pace · past six sprints", "h2")
+deliveryChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [committedSeries, completedSeries], "natural", "Sprint", "Work items")
+committedSeries = Series("Committed", [62, 65, 68, 66, 70, 72])
+completedSeries = Series("Completed", [57, 61, 59, 63, 60, 64])
+attentionTabs = Tabs([milestonesTab, risksTab, deadlinesTab, blockedTab])
+milestonesTab = TabItem("overdue", "Overdue milestones (3)", [overdueList])
+overdueList = ListBlock([milestoneOne, milestoneTwo, milestoneThree], "number")
+milestoneOne = ListItem("Beacon · App Store submission", "Owner: Liam Patel · Due Aug 12 · 6 days overdue")
+milestoneTwo = ListItem("Atlas · Finance data validation", "Owner: Maya Chen · Due Aug 15 · 3 days overdue")
+milestoneThree = ListItem("Orion · Control evidence review", "Owner: Ava Thompson · Due Aug 17 · 1 day overdue")
+risksTab = TabItem("risks", "Risks (5)", [riskTable])
+riskTable = Table([riskProjectCol, riskCol, severityCol, mitigationCol])
+riskProjectCol = Col("Project", ["Beacon Mobile", "Atlas ERP", "Orion Compliance", "Customer 360", "Data Platform"])
+riskCol = Col("Risk", ["Release capacity below launch need", "Finance reconciliation defects", "External audit evidence delay", "Identity-match accuracy below target", "Vendor migration window may slip"])
+severityCol = Col("Severity", ["Critical", "High", "High", "Medium", "Medium"])
+mitigationCol = Col("Response", ["Add 2 mobile engineers", "Daily defect triage", "Escalate evidence owners", "Tune model and review samples", "Reserve alternate weekend"])
+deadlinesTab = TabItem("deadlines", "Next 2 weeks (4)", [deadlineList])
+deadlineList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour], "number")
+deadlineOne = ListItem("Beacon · Production readiness review", "Aug 21 · Owner: Liam Patel")
+deadlineTwo = ListItem("Customer 360 · Identity model sign-off", "Aug 24 · Owner: Sofia Reyes")
+deadlineThree = ListItem("Beacon · Public launch", "Aug 28 · Owner: Liam Patel")
+deadlineFour = ListItem("Atlas · Cutover rehearsal", "Sep 1 · Owner: Maya Chen")
+blockedTab = TabItem("blocked", "Blocked work (4)", [blockedTable])
+blockedTable = Table([blockedItemCol, blockedProjectCol, blockedByCol, blockedAgeCol])
+blockedItemCol = Col("Work item", ["MOB-418 Push notification QA", "ERP-902 Payroll mapping", "CMP-177 Audit evidence upload", "DAT-611 Legacy export"])
+blockedProjectCol = Col("Project", ["Beacon Mobile", "Atlas ERP", "Orion Compliance", "Data Platform"])
+blockedByCol = Col("Blocked by", ["Test devices unavailable", "Payroll SME decision", "Legal approval", "Vendor credentials"])
+blockedAgeCol = Col("Age", ["5 days", "4 days", "3 days", "2 days"])
+actionsHeading = Heading("Portfolio actions", "h2")
+actions = Card([peopleDialog, archiveDialog], "sunk", "row", "m", "center", "start", true)
+peopleDialog = DialogBlock("Request more people", "Resource request", "Ask the PMO to add capacity to a project.", [resourceForm], "default")
+resourceForm = Form("resource-request", resourceButtons, [resourceProjectField, roleField, peopleField, startField, justificationField])
+resourceProjectField = FormControl("Project", resourceProjectSelect)
+resourceProjectSelect = Select("project", [atlasOption, beaconOption, customerOption, dataOption, orionOption, webOption], "Select project")
+atlasOption = SelectItem("atlas", "Atlas ERP Migration")
+beaconOption = SelectItem("beacon", "Beacon Mobile Launch")
+customerOption = SelectItem("customer-360", "Customer 360")
+dataOption = SelectItem("data-platform", "Data Platform Renewal")
+orionOption = SelectItem("orion", "Orion Compliance")
+webOption = SelectItem("web", "Website Replatform")
+roleField = FormControl("Role needed", roleInput)
+roleInput = Input("role", "e.g. Mobile engineer")
+peopleField = FormControl("Number of people", peopleInput)
+peopleInput = Input("people", "2", "number")
+startField = FormControl("Needed from", startDate)
+startDate = DatePicker("start_date", "single")
+justificationField = FormControl("Business justification", justificationInput)
+justificationInput = TextArea("justification", "Describe the delivery impact and requested duration", 4)
+resourceButtons = Buttons([submitResource, cancelResource])
+submitResource = Button("Submit request", null, "primary")
+cancelResource = Button("Cancel", null, "tertiary")
+archiveDialog = AlertDialogBlock("Archive finished project", "Archive a finished project?", "Select the finished project after confirmation. Archiving removes it from active portfolio reporting while retaining its history.", "Continue to archive", "Cancel", "outline")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..f6656d035
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-portfolio__r4.txt
@@ -0,0 +1,83 @@
+root = Card([header, summary, quarterForm, actions, projectsHeading, projectsTable, budgetHeading, budgetChart, milestonesHeading, milestonesTable, deadlinesHeading, deadlinesTable, utilizationHeading, utilizationChart, paceHeading, paceChart, risksHeading, risksTable, blockedHeading, blockedTable, requestDrawer, archiveDialog], "card", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 • Updated August 18, 2026")
+summary = Callout("warning", "Portfolio health: At risk", "3 of 6 active projects need intervention; budget remains controlled, but overdue milestones and capacity constraints threaten near-term delivery.")
+quarterForm = Form("quarter-selector", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect, "Switch the portfolio reporting period")
+quarterSelect = Select("quarter", [q2, q3, q4, q1], "Select quarter", [], "2026-q3", "medium")
+q2 = SelectItem("2026-q2", "Q2 2026")
+q3 = SelectItem("2026-q3", "Q3 2026")
+q4 = SelectItem("2026-q4", "Q4 2026")
+q1 = SelectItem("2027-q1", "Q1 2027")
+quarterButtons = Buttons([viewQuarter])
+viewQuarter = Button("View quarter", null, "secondary")
+actions = Buttons([exportButton])
+exportButton = Button("Export review", null, "primary")
+projectsHeading = Heading("Active projects", "h2")
+projectsTable = Table([projectName, projectOwner, projectDeadline, projectHealth])
+projectName = Col("Project", ["Customer Portal Refresh", "ERP Migration", "Data Governance", "Mobile Checkout", "Identity Modernization", "Support Automation"])
+projectOwner = Col("Owner", ["Maya Chen", "Liam Patel", "Sofia Reyes", "Noah Williams", "Ava Thompson", "Ethan Brooks"])
+projectDeadline = Col("Deadline", ["Sep 25, 2026", "Nov 20, 2026", "Oct 9, 2026", "Aug 28, 2026", "Dec 11, 2026", "Sep 18, 2026"])
+projectHealth = Col("Health", ["On track", "At risk", "On track", "Critical", "At risk", "On track"])
+budgetHeading = Heading("Budget spent against allocation", "h2")
+budgetChart = BarChart(budgetLabels, [spentSeries, remainingSeries], "stacked", "Project", "USD thousands")
+budgetLabels = ["Portal", "ERP", "Governance", "Mobile", "Identity", "Automation"]
+spentSeries = Series("Spent", [410, 1120, 265, 590, 720, 310])
+remainingSeries = Series("Remaining", [190, 680, 235, 60, 480, 140])
+milestonesHeading = Heading("Overdue milestones", "h2")
+milestonesTable = Table([milestoneProject, milestoneName, milestoneDue, milestoneDelay, milestoneOwner])
+milestoneProject = Col("Project", ["ERP Migration", "Mobile Checkout", "Identity Modernization"])
+milestoneName = Col("Milestone", ["Finance data validation", "Payment gateway certification", "Access-policy sign-off"])
+milestoneDue = Col("Due", ["Aug 8, 2026", "Aug 12, 2026", "Aug 15, 2026"])
+milestoneDelay = Col("Overdue", ["10 days", "6 days", "3 days"])
+milestoneOwner = Col("Owner", ["Liam Patel", "Noah Williams", "Ava Thompson"])
+deadlinesHeading = Heading("Deadlines in the next two weeks", "h2")
+deadlinesTable = Table([upcomingDate, upcomingProject, upcomingDeliverable, upcomingOwner])
+upcomingDate = Col("Date", ["Aug 21, 2026", "Aug 24, 2026", "Aug 28, 2026", "Sep 1, 2026"])
+upcomingProject = Col("Project", ["Data Governance", "ERP Migration", "Mobile Checkout", "Customer Portal Refresh"])
+upcomingDeliverable = Col("Deliverable", ["Retention policy approval", "Integration rehearsal", "Production launch", "Accessibility audit"])
+upcomingOwner = Col("Owner", ["Sofia Reyes", "Liam Patel", "Noah Williams", "Maya Chen"])
+utilizationHeading = Heading("Team utilization", "h2")
+utilizationChart = HorizontalBarChart(utilizationLabels, [utilizationSeries], "grouped", "Utilization %", "Team")
+utilizationLabels = ["Engineering", "Product", "Design", "Data", "QA", "Security"]
+utilizationSeries = Series("Utilization", [94, 88, 82, 91, 103, 97])
+paceHeading = Heading("Delivery pace over the past six sprints", "h2")
+paceChart = LineChart(sprintLabels, [committedSeries, completedSeries], "natural", "Sprint", "Work items")
+sprintLabels = ["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"]
+committedSeries = Series("Committed", [84, 88, 91, 89, 96, 94])
+completedSeries = Series("Completed", [78, 83, 87, 81, 85, 82])
+risksHeading = Heading("Portfolio risks", "h2")
+risksTable = Table([riskProject, riskDescription, riskSeverity, riskOwner, riskResponse])
+riskProject = Col("Project", ["Mobile Checkout", "ERP Migration", "Identity Modernization", "Customer Portal Refresh"])
+riskDescription = Col("Risk", ["Certification may delay launch", "Legacy data quality below threshold", "Security review capacity constrained", "Vendor component upgrade pending"])
+riskSeverity = Col("Severity", ["Critical", "High", "High", "Medium"])
+riskOwner = Col("Owner", ["Noah Williams", "Liam Patel", "Ava Thompson", "Maya Chen"])
+riskResponse = Col("Response", ["Daily vendor escalation", "Add reconciliation squad", "Reserve external reviewer", "Hold rollback option"])
+blockedHeading = Heading("Blocked work items", "h2")
+blockedTable = Table([blockedItem, blockedProject, blockedReason, blockedDays, blockedOwner])
+blockedItem = Col("Work item", ["PAY-284", "ERP-611", "IAM-193", "DATA-408"])
+blockedProject = Col("Project", ["Mobile Checkout", "ERP Migration", "Identity Modernization", "Data Governance"])
+blockedReason = Col("Blocker", ["Gateway sandbox unavailable", "Source-system mapping unresolved", "Security architecture decision", "Legal review of retention wording"])
+blockedDays = Col("Blocked", ["7 days", "5 days", "4 days", "2 days"])
+blockedOwner = Col("Owner", ["Noah Williams", "Liam Patel", "Ava Thompson", "Sofia Reyes"])
+requestDrawer = DrawerBlock("Request more people", "Resource request", "Submit a staffing request for an active project.", [resourceForm])
+resourceForm = Form("resource-request", resourceButtons, [resourceProjectField, roleField, peopleField, startField, justificationField])
+resourceProjectField = FormControl("Project", resourceProjectSelect)
+resourceProjectSelect = Select("project", [rp1, rp2, rp3, rp4, rp5, rp6], "Choose a project")
+rp1 = SelectItem("portal", "Customer Portal Refresh")
+rp2 = SelectItem("erp", "ERP Migration")
+rp3 = SelectItem("governance", "Data Governance")
+rp4 = SelectItem("mobile", "Mobile Checkout")
+rp5 = SelectItem("identity", "Identity Modernization")
+rp6 = SelectItem("automation", "Support Automation")
+roleField = FormControl("Role needed", roleInput)
+roleInput = Input("role", "e.g. QA engineer")
+peopleField = FormControl("Number of people", peopleInput)
+peopleInput = Input("people", "2", "number")
+startField = FormControl("Needed from", startDate)
+startDate = DatePicker("start_date", "single")
+justificationField = FormControl("Business justification", justificationInput)
+justificationInput = TextArea("justification", "Describe the capacity gap and delivery impact", 4)
+resourceButtons = Buttons([submitResource, cancelResource])
+submitResource = Button("Submit request", null, "primary")
+cancelResource = Button("Cancel", null, "tertiary")
+archiveDialog = AlertDialogBlock("Archive finished project", "Archive a finished project?", "This removes the selected completed project from active portfolio reporting while retaining its historical records.", "Archive project", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-power__r1.txt
new file mode 100644
index 000000000..e7e898229
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-power__r1.txt
@@ -0,0 +1,72 @@
+root = Card([header, regionForm, liveAlert, metrics, capacityProgress, generationHeading, generationSplit, plantsHeading, plantsTable, outagesHeading, outagesTable, forecastHeading, demandForecast, maintenanceHeading, maintenanceTable, curtailmentDialog], "card", "column", "l")
+header = CardHeader("Power Network Operations Console", "Live system state • 18 Aug 2026, 14:35 UTC")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Filters operational views to one control region")
+regionSelect = Select("region", [regionAll, regionNorth, regionCentral, regionSouth, regionCoastal], "Select region", [], "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionNorth = SelectItem("north", "North")
+regionCentral = SelectItem("central", "Central")
+regionSouth = SelectItem("south", "South")
+regionCoastal = SelectItem("coastal", "Coastal")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region focus", null, "primary")
+liveAlert = Alert("Live alert • 14:34 UTC", "North–Central interconnector loading reached 91%. Contingency reserve remains available.", "warning")
+metrics = Table([metricName, metricValue, metricState])
+metricName = Col("Live metric", ["Current network load", "Available capacity", "Current wholesale price", "Emissions today"])
+metricValue = Col("Value", ["34,820 MW", "40,000 MW", "$86.40/MWh", "142,600 tCO₂e"])
+metricState = Col("Status", ["+2.8% vs yesterday", "87.1% utilized", "+$7.10 since 13:00", "312 gCO₂e/kWh"])
+capacityProgress = Progress(87.1, "Network capacity utilized • 5,180 MW headroom")
+generationHeading = Heading("Generation split by source", "h2")
+generationSplit = PieChart(["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Imports"], [9200, 7100, 6800, 4300, 3200, 2400, 1820], "donut", "circular")
+plantsHeading = Heading("Plant output and status", "h2")
+plantsTable = Table([plantName, plantRegion, plantSource, plantOutput, plantCapacity, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Harbor Nuclear", "Sunplain Solar", "Highland Hydro", "Eastbank Coal", "Bay Storage"])
+plantRegion = Col("Region", ["Central", "North", "Coastal", "South", "North", "Central", "Coastal"])
+plantSource = Col("Source", ["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Battery"])
+plantOutput = Col("Output", ["1,420 MW", "980 MW", "2,180 MW", "760 MW", "640 MW", "520 MW", "210 MW"])
+plantCapacity = Col("Capacity use", ["89%", "70%", "97%", "63%", "80%", "52%", "42%"])
+plantStatus = Col("Status", ["Online", "Online", "Online • constrained", "Online", "Online", "Standby", "Discharging"])
+outagesHeading = Heading("Active outages", "h2")
+outagesTable = Table([outageAsset, outageRegion, outageImpact, outageStart, outageRestoration])
+outageAsset = Col("Asset", ["North–Central Circuit 2", "Southgate Transformer T4", "Coastal Wind Collector B"])
+outageRegion = Col("Affected region", ["North and Central", "South", "Coastal"])
+outageImpact = Col("Impact", ["650 MW transfer reduction", "42,000 customers at risk", "180 MW generation unavailable"])
+outageStart = Col("Started", ["13:52 UTC", "11:20 UTC", "07:45 UTC"])
+outageRestoration = Col("Estimated restoration", ["17:30 UTC", "16:00 UTC", "20:00 UTC"])
+forecastHeading = Heading("Demand forecast • next 24 hours", "h2")
+demandForecast = LineChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00", "15:00"], [forecastSeries, capacitySeries], "natural", "Time (UTC)", "MW")
+forecastSeries = Series("Forecast demand", [35100, 37200, 38900, 37600, 34200, 31100, 29400, 28700, 30600, 32900, 34700, 35800, 36600])
+capacitySeries = Series("Network capacity", [40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000, 40000])
+maintenanceHeading = Heading("Planned maintenance • August 2026", "h2")
+maintenanceTable = Table([maintenanceAsset, maintenanceRegion, maintenanceWindow, maintenanceScope, maintenanceEffect])
+maintenanceAsset = Col("Asset", ["Harbor Nuclear Unit 2", "West Loop Substation", "Highland Hydro Unit 3", "Central Gas Compressor"])
+maintenanceRegion = Col("Region", ["Coastal", "Central", "North", "Central"])
+maintenanceWindow = Col("Window", ["20–22 Aug", "24 Aug, 01:00–06:00", "26–28 Aug", "30 Aug, 02:00–05:00"])
+maintenanceScope = Col("Work", ["Turbine inspection", "Protection relay testing", "Runner maintenance", "Fuel-system inspection"])
+maintenanceEffect = Col("Expected effect", ["900 MW unavailable", "Reduced redundancy", "160 MW unavailable", "300 MW derating"])
+curtailmentDialog = DialogBlock("Order curtailment", "Issue a curtailment order", "Select the affected region, resource type, reduction target, and operating window. Submission sends an operator instruction for confirmation.", [curtailmentWarning, curtailmentForm], "destructive")
+curtailmentWarning = Alert("Operator authorization required", "Curtailment changes dispatched generation. Verify reserve margin and affected assets before submitting.", "warning")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailmentRegionField, resourceField, reductionField, startField, endField, reasonField])
+curtailmentRegionField = FormControl("Region", curtailmentRegion)
+curtailmentRegion = Select("curtailment_region", [curtailNorth, curtailCentral, curtailSouth, curtailCoastal], "Choose affected region")
+curtailNorth = SelectItem("north", "North")
+curtailCentral = SelectItem("central", "Central")
+curtailSouth = SelectItem("south", "South")
+curtailCoastal = SelectItem("coastal", "Coastal")
+resourceField = FormControl("Resource type", resourceSelect)
+resourceSelect = Select("resource_type", [resourceWind, resourceSolar, resourceThermal, resourceImport], "Choose resource")
+resourceWind = SelectItem("wind", "Wind generation")
+resourceSolar = SelectItem("solar", "Solar generation")
+resourceThermal = SelectItem("thermal", "Thermal generation")
+resourceImport = SelectItem("imports", "Interconnector imports")
+reductionField = FormControl("Reduction target (MW)", reductionInput, "Enter the total instructed reduction")
+reductionInput = Input("reduction_mw", "e.g. 250", "number")
+startField = FormControl("Start time", startInput)
+startInput = Input("start_time", "YYYY-MM-DD HH:MM UTC", "text")
+endField = FormControl("End time", endInput)
+endInput = Input("end_time", "YYYY-MM-DD HH:MM UTC", "text")
+reasonField = FormControl("Operational reason", reasonInput)
+reasonInput = TextArea("reason", "Describe the constraint and instruction basis", 3)
+curtailmentButtons = Buttons([submitCurtailment, cancelCurtailment])
+submitCurtailment = Button("Review and issue order", null, "primary", "destructive")
+cancelCurtailment = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-power__r2.txt
new file mode 100644
index 000000000..9c326a879
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-power__r2.txt
@@ -0,0 +1,105 @@
+root = Card([header, regionForm, liveAlerts, summary, generationSection, plantsSection, outagesSection, forecastSection, maintenanceSection, curtailmentSection], "card", "column", "l")
+header = CardHeader("Power Network Operations Console", "Live system view • 18 Aug 2026, 14:32 UTC")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region focus", regionSelect, "Filter operational views to one control region")
+regionSelect = Select("region", [regionAll, regionNorth, regionEast, regionSouth, regionWest], "Select region", null, "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionNorth = SelectItem("north", "North")
+regionEast = SelectItem("east", "East")
+regionSouth = SelectItem("south", "South")
+regionWest = SelectItem("west", "West")
+regionButtons = Buttons([applyRegion, resetRegion])
+applyRegion = Button("Focus region", null, "primary")
+resetRegion = Button("Reset", null, "secondary")
+liveAlerts = Card([alertsHeader, criticalAlert, warningAlert, infoAlert], "sunk", "column", "s")
+alertsHeader = CardHeader("Live alerts", "Newest first • streaming operational events")
+criticalAlert = Alert("Frequency excursion", "14:31 UTC • East region fell to 49.82 Hz; reserve response activated.", "destructive")
+warningAlert = Alert("Transmission constraint", "14:27 UTC • North–Central corridor is at 94% of its thermal limit.", "warning")
+infoAlert = Alert("Wind ramp detected", "14:22 UTC • West region output is increasing by approximately 420 MW/hour.", "info")
+summary = Card([loadCard, capacityCard, priceCard, emissionsCard], "clear", "row", "m", "stretch", "between", true)
+loadCard = Card([loadLabel, loadValue, loadDetail], "sunk", "column", "xs")
+loadLabel = TextContent("CURRENT NETWORK LOAD", "small-heavy")
+loadValue = TextContent("38,420 MW", "large-heavy")
+loadDetail = TextContent("Up 2.8% from this time yesterday", "small")
+capacityCard = Card([capacityLabel, capacityValue, capacityProgress, capacityDetail], "sunk", "column", "xs")
+capacityLabel = TextContent("CAPACITY UTILIZATION", "small-heavy")
+capacityValue = TextContent("82.6%", "large-heavy")
+capacityProgress = Progress(82.6, "38,420 MW of 46,500 MW available")
+capacityDetail = TextContent("8,080 MW available headroom", "small")
+priceCard = Card([priceLabel, priceValue, priceDetail], "sunk", "column", "xs")
+priceLabel = TextContent("CURRENT WHOLESALE PRICE", "small-heavy")
+priceValue = TextContent("$86.40/MWh", "large-heavy")
+priceDetail = TextContent("Five-minute spot price • +$7.10 in the last hour", "small")
+emissionsCard = Card([emissionsLabel, emissionsValue, emissionsDetail], "sunk", "column", "xs")
+emissionsLabel = TextContent("EMISSIONS TODAY", "small-heavy")
+emissionsValue = TextContent("128,600 tCO₂e", "large-heavy")
+emissionsDetail = TextContent("Grid intensity 318 kgCO₂e/MWh • 6.4% below yesterday", "small")
+generationSection = Card([generationHeader, generationChart, generationTable], "card", "column", "m")
+generationHeader = CardHeader("Generation split by source", "Current dispatched output • total 39,080 MW including exports and storage charging")
+generationChart = PieChart(["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Biomass"], [11240, 8960, 7040, 4860, 3820, 2140, 1020], "donut", "circular")
+generationTable = Table([sourceCol, outputCol, shareCol])
+sourceCol = Col("Source", ["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Biomass"])
+outputCol = Col("Output (MW)", [11240, 8960, 7040, 4860, 3820, 2140, 1020], "number")
+shareCol = Col("Share", ["28.8%", "22.9%", "18.0%", "12.4%", "9.8%", "5.5%", "2.6%"])
+plantsSection = Card([plantsHeader, plantsTable], "card", "column", "m")
+plantsHeader = CardHeader("Plant operations", "Current output and live operating status")
+plantsTable = Table([plantNameCol, plantRegionCol, plantSourceCol, plantOutputCol, plantCapacityCol, plantStatusCol])
+plantNameCol = Col("Plant", ["Riverside CCGT", "North Sea Wind Array", "Hartwell Nuclear", "Sunridge Solar", "Highland Hydro", "Eastbank Coal", "Meadow Biomass", "Lakeview Peaker"])
+plantRegionCol = Col("Region", ["Central", "North", "East", "South", "West", "East", "Central", "South"])
+plantSourceCol = Col("Source", ["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Biomass", "Gas"])
+plantOutputCol = Col("Output (MW)", [2380, 3260, 3520, 1840, 1460, 1280, 620, 410], "number")
+plantCapacityCol = Col("Capacity", ["88%", "72%", "96%", "61%", "81%", "64%", "78%", "34%"])
+plantStatusCol = Col("Status", ["Online", "Online", "Online", "Online", "Online", "Constrained", "Online", "Standby"])
+outagesSection = Card([outagesHeader, outagesAlert, outagesTable], "card", "column", "m")
+outagesHeader = CardHeader("Active outages", "Unplanned and forced equipment outages")
+outagesAlert = Alert("3 active outages", "1,010 MW unavailable across three regions; no customer load shedding is currently required.", "warning")
+outagesTable = Table([outageAssetCol, outageRegionCol, outageTypeCol, outageLossCol, outageStartCol, outageEstimateCol])
+outageAssetCol = Col("Asset", ["Bay 4 transformer • Eastbank", "Turbine 2 • Coastal Wind", "Unit 1 • Valley Gas"])
+outageRegionCol = Col("Affected region", ["East", "North Coast", "South"])
+outageTypeCol = Col("Outage", ["Forced", "Unplanned", "Forced"])
+outageLossCol = Col("Unavailable (MW)", [420, 310, 280], "number")
+outageStartCol = Col("Started", ["18 Aug 12:48", "18 Aug 10:15", "17 Aug 23:40"])
+outageEstimateCol = Col("Estimated return", ["18 Aug 20:00", "19 Aug 06:00", "18 Aug 17:30"])
+forecastSection = Card([forecastHeader, forecastChart, forecastCallout], "card", "column", "m")
+forecastHeader = CardHeader("24-hour demand forecast", "System demand from 15:00 today through 14:00 tomorrow")
+forecastChart = LineChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00", "14:00"], [demandSeries, availableSeries], "natural", "Time", "MW")
+demandSeries = Series("Forecast demand", [38900, 41200, 43800, 42100, 38600, 35100, 32900, 33700, 36900, 40100, 41400, 40700, 39800])
+availableSeries = Series("Available capacity", [46500, 46400, 46100, 46000, 45800, 45700, 45600, 45500, 45400, 45200, 45100, 45300, 45500])
+forecastCallout = Callout("info", "Forecast peak", "Demand is expected to reach 43,800 MW at 19:00, leaving approximately 2,300 MW of available headroom.")
+maintenanceSection = Card([maintenanceHeader, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("Planned maintenance this month", "Approved work affecting generation or transmission capacity")
+maintenanceTable = Table([maintenanceAssetCol, maintenanceRegionCol, maintenanceWindowCol, maintenanceImpactCol, maintenanceStateCol])
+maintenanceAssetCol = Col("Asset", ["Hartwell Nuclear Unit 2", "West–Central 400 kV Line", "Highland Hydro Unit 4", "Riverside CCGT Unit B", "South Grid Substation"])
+maintenanceRegionCol = Col("Region", ["East", "West / Central", "West", "Central", "South"])
+maintenanceWindowCol = Col("Window", ["20–23 Aug", "22 Aug 01:00–07:00", "24–26 Aug", "27 Aug 00:00–12:00", "29 Aug 02:00–05:00"])
+maintenanceImpactCol = Col("Capacity impact", ["1,180 MW", "900 MW transfer limit", "240 MW", "620 MW", "Local redundancy reduced"])
+maintenanceStateCol = Col("Status", ["Confirmed", "Confirmed", "Approved", "Approved", "Pending final check"])
+curtailmentSection = Card([curtailmentHeader, curtailmentWarning, curtailmentForm], "card", "column", "m")
+curtailmentHeader = CardHeader("Order curtailment", "Issue a controlled reduction instruction to a region or plant")
+curtailmentWarning = Alert("Operator authorization required", "Curtailment orders affect live generation. Verify scope, amount, duration, and system impact before confirmation.", "warning")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailmentTargetField, curtailmentAmountField, curtailmentDurationField, curtailmentReasonField, curtailmentConfirmField])
+curtailmentTargetField = FormControl("Target region or plant", curtailmentTargetSelect)
+curtailmentTargetSelect = Select("target", [targetNorth, targetEast, targetSouth, targetWest, targetWind, targetSolar, targetEastbank], "Select target", ["required"])
+targetNorth = SelectItem("region-north", "North region")
+targetEast = SelectItem("region-east", "East region")
+targetSouth = SelectItem("region-south", "South region")
+targetWest = SelectItem("region-west", "West region")
+targetWind = SelectItem("plant-north-sea-wind", "North Sea Wind Array")
+targetSolar = SelectItem("plant-sunridge", "Sunridge Solar")
+targetEastbank = SelectItem("plant-eastbank", "Eastbank Coal")
+curtailmentAmountField = FormControl("Curtailment amount", curtailmentAmount, "Set requested reduction from 50 to 1,500 MW")
+curtailmentAmount = Slider("amount_mw", "discrete", 50, 1500, 50, [250], "MW", ["required"])
+curtailmentDurationField = FormControl("Duration", curtailmentDuration)
+curtailmentDuration = Select("duration", [duration15, duration30, duration60, duration120], "Select duration", ["required"])
+duration15 = SelectItem("15", "15 minutes")
+duration30 = SelectItem("30", "30 minutes")
+duration60 = SelectItem("60", "1 hour")
+duration120 = SelectItem("120", "2 hours")
+curtailmentReasonField = FormControl("Operational reason", curtailmentReason)
+curtailmentReason = TextArea("reason", "Describe the constraint or balancing requirement", 3, ["required"])
+curtailmentConfirmField = FormControl("Safety confirmation", curtailmentConfirm)
+curtailmentConfirm = CheckBoxGroup("confirmations", [confirmReview], ["required"])
+confirmReview = CheckBoxItem("I have reviewed system impact and reserve margin", "Required before the order can be submitted.", "impact_reviewed", false)
+curtailmentButtons = Buttons([previewOrder, issueOrder])
+previewOrder = Button("Preview order", null, "secondary")
+issueOrder = Button("Issue curtailment order", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-power__r3.txt
new file mode 100644
index 000000000..ba8844132
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-power__r3.txt
@@ -0,0 +1,93 @@
+root = Card([header, liveAlerts, regionForm, overview, generationSection, plantsSection, outagesSection, forecastSection, maintenanceSection, curtailmentSection], "card", "column", "l")
+header = CardHeader("Power Network Operations Console", "Live system overview • Updated 18 Aug 2026, 14:32 UTC")
+liveAlerts = Card([alertsHeading, alertCritical, alertWarning, alertInfo], "sunk", "column", "s")
+alertsHeading = Heading("Live alerts", "h2")
+alertCritical = Alert("Reserve margin below target", "Available headroom is 8.4%; operator target is 10%.", "warning")
+alertWarning = Alert("North Coast frequency excursion", "Frequency briefly reached 49.86 Hz at 14:29 UTC and is recovering.", "warning")
+alertInfo = Alert("New telemetry received", "Riverbend Hydro Unit 2 output increased by 42 MW.", "info")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Filters operational views to one control region")
+regionSelect = Select("region", [regionAll, regionNorth, regionCentral, regionSouth, regionCoast], "Select region", [], "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionNorth = SelectItem("north", "Northern Grid")
+regionCentral = SelectItem("central", "Central Metro")
+regionSouth = SelectItem("south", "Southern Grid")
+regionCoast = SelectItem("coast", "Coastal Zone")
+regionButtons = Buttons([applyRegion, resetRegion])
+applyRegion = Button("Apply region focus", null, "primary")
+resetRegion = Button("Reset", null, "tertiary")
+overview = Card([overviewHeading, currentLoad, capacityProgress, overviewTable, emissionsCallout], "clear", "column", "m")
+overviewHeading = Heading("Current network conditions", "h2")
+currentLoad = TextContent("**Current electricity load: 42,680 MW**", "large-heavy")
+capacityProgress = Progress(91.6, "91.6% of 46,600 MW available capacity")
+overviewTable = Table([overviewMetric, overviewValue])
+overviewMetric = Col("Metric", ["Available headroom", "Current price", "System frequency", "Emissions today"])
+overviewValue = Col("Live value", ["3,920 MW", "$87.40/MWh", "49.98 Hz", "184,200 tCO₂e"])
+emissionsCallout = TextCallout("neutral", "Emissions intensity", "Current intensity is 412 kgCO₂e/MWh; today's total is 3.8% below the comparable weekday.")
+generationSection = Card([generationHeading, generationChart, generationTable], "clear", "column", "m")
+generationHeading = Heading("Generation split by source", "h2")
+generationChart = PieChart(["Gas", "Coal", "Wind", "Solar", "Hydro", "Nuclear", "Imports"], [11720, 8960, 7420, 4860, 3910, 4120, 1690], "donut", "circular")
+generationTable = Table([sourceCol, outputCol, shareCol])
+sourceCol = Col("Source", ["Gas", "Coal", "Wind", "Solar", "Hydro", "Nuclear", "Imports"])
+outputCol = Col("Output (MW)", [11720, 8960, 7420, 4860, 3910, 4120, 1690], "number")
+shareCol = Col("Share", ["27.5%", "21.0%", "17.4%", "11.4%", "9.2%", "9.7%", "4.0%"])
+plantsSection = Card([plantsHeading, plantsTable], "clear", "column", "m")
+plantsHeading = Heading("Plant output and status", "h2")
+plantsTable = Table([plantName, plantRegion, plantSource, plantOutput, plantCapacity, plantStatus])
+plantName = Col("Plant", ["Harbor CCGT", "Westfield Coal", "Ridge Wind", "Sunplain Solar", "Riverbend Hydro", "Eastbank Nuclear", "Lakeside Peaker", "Bay Offshore Wind"])
+plantRegion = Col("Region", ["Coastal Zone", "Northern Grid", "Northern Grid", "Southern Grid", "Central Metro", "Central Metro", "Southern Grid", "Coastal Zone"])
+plantSource = Col("Source", ["Gas", "Coal", "Wind", "Solar", "Hydro", "Nuclear", "Gas", "Wind"])
+plantOutput = Col("Output (MW)", [1840, 2210, 1380, 1120, 960, 2060, 420, 1740], "number")
+plantCapacity = Col("Capacity (MW)", [2100, 2600, 1800, 1450, 1200, 2200, 900, 2100], "number")
+plantStatus = Col("Status", ["Online", "Online • constrained", "Online", "Online", "Online", "Online", "Standby", "Online • reduced"])
+outagesSection = Card([outagesHeading, outagesAlert, outagesTable], "clear", "column", "m")
+outagesHeading = Heading("Active outages", "h2")
+outagesAlert = Alert("3 active outages", "1,030 MW unavailable across three regions.", "warning")
+outagesTable = Table([outageAsset, outageRegion, outageType, unavailable, restoration])
+outageAsset = Col("Asset", ["Northgate Substation T2", "Westfield Unit 3", "Coastal 400 kV Circuit B"])
+outageRegion = Col("Affected region", ["Northern Grid", "Northern Grid", "Coastal Zone"])
+outageType = Col("Outage", ["Unplanned transformer trip", "Boiler tube fault", "Protection equipment repair"])
+unavailable = Col("Impact", ["180 MW transfer limit", "650 MW generation", "200 MW transfer limit"])
+restoration = Col("Estimated restoration", ["18 Aug, 17:30", "20 Aug, 06:00", "18 Aug, 21:00"])
+forecastSection = Card([forecastHeading, demandChart, forecastCallout], "clear", "column", "m")
+forecastHeading = Heading("Demand forecast — next 24 hours", "h2")
+demandChart = LineChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00", "15:00"], [forecastSeries, capacitySeries], "natural", "Time", "MW")
+forecastSeries = Series("Forecast demand", [43100, 44800, 45950, 44700, 42100, 38900, 36700, 35800, 37400, 40100, 42300, 43800, 44600])
+capacitySeries = Series("Available capacity", [46600, 46400, 46200, 46100, 45900, 45700, 45600, 45800, 46200, 46600, 46900, 47100, 47000])
+forecastCallout = Callout("warning", "Peak forecast", "Demand is expected to reach 45,950 MW at 19:00, leaving approximately 250 MW above the operating reserve requirement.")
+maintenanceSection = Card([maintenanceHeading, maintenanceTable], "clear", "column", "m")
+maintenanceHeading = Heading("Planned maintenance — August 2026", "h2")
+maintenanceTable = Table([maintenanceAsset, maintenanceRegion, maintenanceWindow, maintenanceImpact, maintenanceState])
+maintenanceAsset = Col("Asset", ["Eastbank Nuclear Unit 1", "Southlink Interconnector", "Riverbend Hydro Unit 4", "Central Metro Substation 8", "Bay Offshore Turbine Block C"])
+maintenanceRegion = Col("Region", ["Central Metro", "Southern Grid", "Central Metro", "Central Metro", "Coastal Zone"])
+maintenanceWindow = Col("Window", ["21–24 Aug", "23 Aug, 01:00–05:00", "25–27 Aug", "28 Aug, 00:00–04:00", "30–31 Aug"])
+maintenanceImpact = Col("Expected impact", ["520 MW unavailable", "400 MW import limit", "180 MW unavailable", "Reduced N-1 security", "240 MW unavailable"])
+maintenanceState = Col("Status", ["Approved", "Approved", "Scheduled", "Pending final review", "Approved"])
+curtailmentSection = Card([curtailmentHeading, curtailmentWarning, curtailmentForm], "sunk", "column", "m")
+curtailmentHeading = Heading("Order curtailment", "h2")
+curtailmentWarning = Alert("Operator authorization required", "Curtailment orders affect live generation or demand. Verify the target, volume, reason, and effective time before submission.", "destructive")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailRegionField, curtailTargetField, curtailVolumeField, curtailTimeField, curtailReasonField, curtailConfirmField])
+curtailRegionField = FormControl("Region", curtailRegionSelect)
+curtailRegionSelect = Select("curtail_region", [curtailNorth, curtailCentral, curtailSouth, curtailCoast], "Choose affected region", ["required"])
+curtailNorth = SelectItem("north", "Northern Grid")
+curtailCentral = SelectItem("central", "Central Metro")
+curtailSouth = SelectItem("south", "Southern Grid")
+curtailCoast = SelectItem("coast", "Coastal Zone")
+curtailTargetField = FormControl("Target plant or program", curtailTargetInput, "Enter the dispatch identifier")
+curtailTargetInput = Input("curtail_target", "e.g. Ridge Wind or DR-CM-04", "text", ["required"])
+curtailVolumeField = FormControl("Curtailment volume (MW)", curtailVolumeInput)
+curtailVolumeInput = Input("curtail_volume", "Enter MW", "number", ["required"])
+curtailTimeField = FormControl("Effective date", curtailDate)
+curtailDate = DatePicker("curtail_date", "single", ["required"])
+curtailReasonField = FormControl("Operational reason", curtailReason)
+curtailReason = RadioGroup("curtail_reason", [reasonSecurity, reasonCongestion, reasonOversupply, reasonEmergency], null, ["required"])
+reasonSecurity = RadioItem("System security", "Protect frequency, voltage, or reserve margin", "security")
+reasonCongestion = RadioItem("Network congestion", "Relieve a constrained transmission corridor", "congestion")
+reasonOversupply = RadioItem("Oversupply", "Balance generation above demand", "oversupply")
+reasonEmergency = RadioItem("Emergency instruction", "Immediate action under emergency procedures", "emergency")
+curtailConfirmField = FormControl("Authorization", curtailConfirm)
+curtailConfirm = CheckBoxGroup("curtail_authorization", [authorizationCheck], ["required"])
+authorizationCheck = CheckBoxItem("I am authorized to issue this order", "The instruction will be logged with operator identity and timestamp.", "authorized", false)
+curtailmentButtons = Buttons([reviewOrder, clearOrder])
+reviewOrder = Button("Review curtailment order", null, "primary", "destructive")
+clearOrder = Button("Clear order", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-power__r4.txt
new file mode 100644
index 000000000..c78ffb6ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-power__r4.txt
@@ -0,0 +1,77 @@
+root = Card([header, liveAlert, overview, generationHeading, generationSplit, plantsHeading, plantsTable, outagesHeading, outagesTable, forecastHeading, demandForecast, maintenanceHeading, maintenanceTable, controlsHeading, controls], "card", "column", "l")
+header = CardHeader("Power Network Operations", "Live system console • Updated 18 Aug 2026, 14:32 UTC")
+liveAlert = Alert("Live alert • 14:31 UTC", "North region frequency dipped to 49.86 Hz; reserve generation dispatched. Monitoring recovery.", "warning")
+overview = Card([loadCard, capacityCard, priceCard, emissionsCard], "sunk", "row", "m", "stretch", "between", true)
+loadCard = Card([loadLabel, loadValue], "clear", "column", "xs")
+loadLabel = TextContent("CURRENT NETWORK LOAD", "small-heavy")
+loadValue = TextContent("31,840 MW", "large-heavy")
+capacityCard = Card([capacityLabel, capacityValue, capacityProgress], "clear", "column", "xs")
+capacityLabel = TextContent("CAPACITY UTILIZATION", "small-heavy")
+capacityValue = TextContent("78.6% of 40,500 MW", "large-heavy")
+capacityProgress = Progress(78.6, "8,660 MW headroom")
+priceCard = Card([priceLabel, priceValue, priceChange], "clear", "column", "xs")
+priceLabel = TextContent("CURRENT PRICE", "small-heavy")
+priceValue = TextContent("$84.20/MWh", "large-heavy")
+priceChange = Badge("+6.8% vs prior hour", "secondary")
+emissionsCard = Card([emissionsLabel, emissionsValue, emissionsRate], "clear", "column", "xs")
+emissionsLabel = TextContent("EMISSIONS TODAY", "small-heavy")
+emissionsValue = TextContent("118,420 tCO₂e", "large-heavy")
+emissionsRate = TextContent("Current intensity: 372 kgCO₂e/MWh", "small")
+generationHeading = Heading("Generation split by source", "h2")
+generationSplit = PieChart(["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Imports"], [10120, 6980, 5620, 3510, 2480, 1890, 1240], "donut", "circular")
+plantsHeading = Heading("Plant output and status", "h2")
+plantsTable = Table([plantNameCol, plantRegionCol, plantSourceCol, plantOutputCol, plantCapacityCol, plantStatusCol])
+plantNameCol = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Harbor Nuclear 1", "Sunfield Solar", "Highland Hydro", "Eastbank Coal", "Bay Peaker"])
+plantRegionCol = Col("Region", ["Central", "North", "Coastal", "South", "West", "East", "Coastal"])
+plantSourceCol = Col("Source", ["Gas", "Wind", "Nuclear", "Solar", "Hydro", "Coal", "Gas"])
+plantOutputCol = Col("Output", ["2,180 MW", "1,460 MW", "1,320 MW", "890 MW", "740 MW", "610 MW", "0 MW"])
+plantCapacityCol = Col("Capacity", ["2,400 MW", "1,800 MW", "1,400 MW", "1,100 MW", "900 MW", "1,000 MW", "450 MW"])
+plantStatusCol = Col("Status", ["Online", "Online • constrained", "Online", "Online", "Online", "Reduced output", "Standby"])
+outagesHeading = Heading("Active outages", "h2")
+outagesTable = Table([outageAssetCol, outageRegionCol, outageImpactCol, outageStartCol, outageEtaCol])
+outageAssetCol = Col("Asset", ["North–Central 400 kV Line 2", "East Junction Transformer T3", "West Hydro Unit 4"])
+outageRegionCol = Col("Affected region", ["North", "East", "West"])
+outageImpactCol = Col("Impact", ["620 MW transfer reduction", "85,000 customers on alternate feed", "180 MW generation unavailable"])
+outageStartCol = Col("Started", ["18 Aug 13:47", "18 Aug 09:12", "17 Aug 22:30"])
+outageEtaCol = Col("Estimated restoration", ["18 Aug 17:00", "18 Aug 16:30", "19 Aug 06:00"])
+forecastHeading = Heading("Demand forecast • Next 24 hours", "h2")
+demandForecast = LineChart(["15:00", "17:00", "19:00", "21:00", "23:00", "01:00", "03:00", "05:00", "07:00", "09:00", "11:00", "13:00", "15:00"], [forecastSeries, capacitySeries], "natural", "Time", "MW")
+forecastSeries = Series("Forecast demand", [32200, 34100, 36800, 35400, 32600, 29100, 27300, 28100, 30600, 32900, 33700, 33100, 32500])
+capacitySeries = Series("Available capacity", [40500, 40400, 40100, 39900, 40000, 40200, 40300, 40500, 40700, 40800, 40700, 40600, 40500])
+maintenanceHeading = Heading("Planned maintenance this month", "h2")
+maintenanceTable = Table([maintenanceAssetCol, maintenanceRegionCol, maintenanceWindowCol, maintenanceImpactCol, maintenanceStateCol])
+maintenanceAssetCol = Col("Asset", ["Harbor Nuclear 2", "South–Central Line 1", "Riverside CCGT Unit B", "North Ridge Wind Substation"])
+maintenanceRegionCol = Col("Region", ["Coastal", "South", "Central", "North"])
+maintenanceWindowCol = Col("Window", ["20–24 Aug", "22 Aug 01:00–05:00", "25–27 Aug", "29 Aug 06:00–14:00"])
+maintenanceImpactCol = Col("Expected impact", ["1,350 MW unavailable", "900 MW transfer reduction", "780 MW unavailable", "420 MW constrained"])
+maintenanceStateCol = Col("State", ["Approved", "Approved", "Pending final review", "Approved"])
+controlsHeading = Heading("Operator controls", "h2")
+controls = Card([regionForm, curtailmentForm], "sunk", "row", "l", "start", "between", true)
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Filters plant, outage, alert, and forecast views")
+regionSelect = Select("region", [regionAll, regionNorth, regionSouth, regionEast, regionWest, regionCentral, regionCoastal], "Select a region")
+regionAll = SelectItem("all", "All regions")
+regionNorth = SelectItem("north", "North")
+regionSouth = SelectItem("south", "South")
+regionEast = SelectItem("east", "East")
+regionWest = SelectItem("west", "West")
+regionCentral = SelectItem("central", "Central")
+regionCoastal = SelectItem("coastal", "Coastal")
+regionButtons = Buttons([applyRegionButton, resetRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+resetRegionButton = Button("Reset", null, "tertiary")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailmentRegionField, curtailmentAmountField, curtailmentReasonField])
+curtailmentRegionField = FormControl("Curtailment region", curtailmentRegionSelect)
+curtailmentRegionSelect = Select("curtailment_region", [curtailNorth, curtailSouth, curtailEast, curtailWest, curtailCentral, curtailCoastal], "Select target region", ["required"])
+curtailNorth = SelectItem("north", "North")
+curtailSouth = SelectItem("south", "South")
+curtailEast = SelectItem("east", "East")
+curtailWest = SelectItem("west", "West")
+curtailCentral = SelectItem("central", "Central")
+curtailCoastal = SelectItem("coastal", "Coastal")
+curtailmentAmountField = FormControl("Curtailment amount", curtailmentAmount, "Dispatch order in MW")
+curtailmentAmount = Input("curtailment_mw", "e.g. 250", "number", ["required"])
+curtailmentReasonField = FormControl("Operational reason", curtailmentReason)
+curtailmentReason = TextArea("curtailment_reason", "State the constraint or emergency condition", 3, ["required"])
+curtailmentButtons = Buttons([reviewCurtailmentButton])
+reviewCurtailmentButton = Button("Review curtailment order", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..47026481c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r1.txt
@@ -0,0 +1,74 @@
+root = Card([header, storeControls, salesSection, trafficSection, performanceSection, inventorySection, operationsSection, reorderSection], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Riverside Store #014 · Tuesday, August 18, 2026 · Updated 2:35 PM")
+storeControls = Card([storeLabel, storeButtons], "sunk", "row", "m", "center", "between", true)
+storeLabel = TextContent("Viewing **Riverside Store #014**", "large-heavy")
+storeButtons = Buttons([changeStoreButton, refreshButton])
+changeStoreButton = Button("View a different store", null, "secondary")
+refreshButton = Button("Refresh data", null, "tertiary")
+salesSection = Card([salesHeader, salesProgress, salesMetrics, weeklyComparison], "card", "column", "m")
+salesHeader = CardHeader("Sales today", "$18,420 of $24,000 target · 76.8% achieved")
+salesProgress = Progress(76.8, "$5,580 remaining")
+salesMetrics = Table([salesMetricColumn, salesValueColumn, salesChangeColumn])
+salesMetricColumn = Col("Metric", ["Sales today", "Average basket size", "Returns this week"])
+salesValueColumn = Col("Value", ["$18,420", "$46.80", "$1,284"])
+salesChangeColumn = Col("Comparison", ["+8.4% vs same time last Tuesday", "+$2.70 vs last week", "3.1% of weekly sales"])
+weeklyComparison = BarChart(weekLabels, [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+weekLabels = ["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"]
+thisWeekSeries = Series("This week", [22150, 18420, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [20400, 16980, 23100, 24650, 30200, 35800, 27400])
+trafficSection = Card([trafficHeader, trafficChart, trafficNote], "card", "column", "m")
+trafficHeader = CardHeader("Foot traffic through the day", "1,146 visitors so far · 4.2% above last Tuesday")
+trafficChart = AreaChart(trafficLabels, [trafficSeries], "natural", "Time", "Visitors")
+trafficLabels = ["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM"]
+trafficSeries = Series("Visitors", [62, 104, 139, 176, 214, 238, 213])
+trafficNote = TextCallout("info", "Peak period", "Traffic peaked at 1 PM with 238 visitors; current conversion rate is 34.4%.")
+performanceSection = Card([performanceHeader, bestSellers, promotionChart, promotionTable], "card", "column", "m")
+performanceHeader = CardHeader("Products and promotions", "Top sellers and live campaign performance")
+bestSellers = Table([sellerRankColumn, sellerItemColumn, sellerUnitsColumn])
+sellerRankColumn = Col("Rank", [1, 2, 3, 4, 5], "number")
+sellerItemColumn = Col("Best seller", ["Classic Crew T-Shirt", "Everyday Denim", "Canvas Tote", "Performance Socks 3-Pack", "Lightweight Hoodie"])
+sellerUnitsColumn = Col("Units", [84, 61, 57, 49, 43], "number")
+promotionChart = HorizontalBarChart(promotionLabels, [promotionProgressSeries], "grouped", "% of target", "Promotion")
+promotionLabels = ["Summer Essentials", "2-for-1 Accessories", "Loyalty Bonus Week"]
+promotionProgressSeries = Series("Target achieved", [82, 64, 108])
+promotionTable = Table([promotionNameColumn, promotionSalesColumn, promotionUpliftColumn, promotionStatusColumn])
+promotionNameColumn = Col("Running promotion", ["Summer Essentials", "2-for-1 Accessories", "Loyalty Bonus Week"])
+promotionSalesColumn = Col("Attributed sales", ["$6,240", "$3,180", "$4,860"])
+promotionUpliftColumn = Col("Uplift", ["+14%", "+8%", "+22%"])
+promotionStatusColumn = Col("Performance", ["82% of target", "64% of target", "108% of target"])
+inventorySection = Card([inventoryHeader, stockAlert, outOfStockTable], "card", "column", "m")
+inventoryHeader = CardHeader("Out-of-stock items", "4 items require attention")
+stockAlert = Alert("Lost-sales risk", "Classic Crew T-Shirt in Black / M is a top seller and should be reordered first.", "warning")
+outOfStockTable = Table([stockSkuColumn, stockItemColumn, stockLastSaleColumn, stockSupplierColumn])
+stockSkuColumn = Col("SKU", ["TSH-104-BLK-M", "DEN-220-IND-32", "BOT-018-GRN", "CAP-071-NVY"])
+stockItemColumn = Col("Item", ["Classic Crew T-Shirt · Black / M", "Everyday Denim · Indigo / 32", "Steel Water Bottle · Green", "Logo Cap · Navy"])
+stockLastSaleColumn = Col("Last sold", ["Today, 1:48 PM", "Today, 12:22 PM", "Yesterday", "Sunday"])
+stockSupplierColumn = Col("Supplier lead time", ["2 days", "4 days", "3 days", "5 days"])
+operationsSection = Card([operationsHeader, shiftTable, registerTable], "card", "column", "m")
+operationsHeader = CardHeader("Store operations", "Today's shift coverage and register status")
+shiftTable = Table([staffNameColumn, staffRoleColumn, staffHoursColumn, staffStatusColumn])
+staffNameColumn = Col("On shift today", ["Maya Chen", "Jordan Lee", "Priya Shah", "Luis Romero", "Emma Brooks", "Noah Williams"])
+staffRoleColumn = Col("Role", ["Store Manager", "Shift Lead", "Sales Associate", "Sales Associate", "Cashier", "Stock Associate"])
+staffHoursColumn = Col("Shift", ["8:00 AM–5:00 PM", "10:00 AM–7:00 PM", "9:00 AM–3:00 PM", "12:00 PM–8:00 PM", "11:00 AM–7:00 PM", "7:00 AM–3:00 PM"])
+staffStatusColumn = Col("Status", ["On floor", "On floor", "On floor", "On floor", "At register", "Stockroom"])
+registerTable = Table([registerNameColumn, registerStatusColumn, registerOperatorColumn, registerSalesColumn])
+registerNameColumn = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4"])
+registerStatusColumn = Col("Status", ["Open", "Open", "Closed", "Open"])
+registerOperatorColumn = Col("Operator", ["Emma Brooks", "Jordan Lee", "—", "Maya Chen"])
+registerSalesColumn = Col("Sales today", ["$6,840", "$5,920", "$0", "$5,660"])
+reorderSection = Card([reorderHeader, reorderForm], "card", "column", "m")
+reorderHeader = CardHeader("Reorder an item", "Submit a replenishment request to the inventory team")
+reorderForm = Form("item-reorder", reorderButtons, [reorderSkuField, reorderQuantityField, reorderPriorityField, reorderNotesField])
+reorderSkuField = FormControl("Item or SKU", reorderSkuInput, "Enter an out-of-stock item or any catalog SKU")
+reorderSkuInput = Input("sku", "e.g. TSH-104-BLK-M", "text", ["required"])
+reorderQuantityField = FormControl("Quantity", reorderQuantityInput)
+reorderQuantityInput = Input("quantity", "e.g. 24", "number", ["required"])
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [priorityStandard, priorityUrgent], "Choose priority", ["required"])
+priorityStandard = SelectItem("standard", "Standard replenishment")
+priorityUrgent = SelectItem("urgent", "Urgent · lost-sales risk")
+reorderNotesField = FormControl("Notes", reorderNotesInput)
+reorderNotesInput = TextArea("notes", "Add size, color, supplier, or delivery instructions", 3)
+reorderButtons = Buttons([submitReorderButton, reviewInventoryButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+reviewInventoryButton = Button("Review inventory", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..f4de87867
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r2.txt
@@ -0,0 +1,68 @@
+root = Card([header, storeActions, salesSection, trafficSection, performanceSection, inventorySection, teamSection, promotionsSection, registersSection], "card", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown Store 014 • Tuesday, August 18, 2026 • Updated 2:35 PM")
+storeActions = Buttons([changeStoreButton, refreshButton])
+changeStoreButton = Button("View a different store", null, "secondary")
+refreshButton = Button("Refresh dashboard", null, "tertiary")
+salesSection = Card([salesHeader, salesProgress, salesSummary, weeklyComparison], "sunk", "column", "m")
+salesHeader = CardHeader("Sales today", "$18,460 of $24,000 target")
+salesProgress = Progress(77, "77% of daily target")
+salesSummary = Table([salesMetricCol, salesValueCol, salesChangeCol])
+salesMetricCol = Col("Metric", ["Sales today", "Average basket size", "Returns this week"])
+salesValueCol = Col("Value", ["$18,460", "$68.40", "$1,245"])
+salesChangeCol = Col("Change", ["+8.2% vs last Tuesday", "+$3.10 vs last week", "-6.4% vs last week"])
+weeklyComparison = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [22100, 18460, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [20400, 17060, 23800, 25100, 29600, 34200, 27800])
+trafficSection = Card([trafficHeader, trafficChart], "sunk", "column", "m")
+trafficHeader = CardHeader("Foot traffic through the day", "1,126 visitors so far • Peak at 1 PM")
+trafficChart = AreaChart(["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM"], [trafficSeries], "natural", "Time", "Visitors")
+trafficSeries = Series("Visitors", [42, 76, 121, 168, 214, 286, 219])
+performanceSection = Card([bestSellersHeader, bestSellersChart], "sunk", "column", "m")
+bestSellersHeader = CardHeader("Best sellers", "Units sold today")
+bestSellersChart = HorizontalBarChart(["Classic Crew T-shirt", "Everyday Denim", "Canvas Tote", "Running Sneaker", "Linen Shirt"], [unitsSeries], "grouped", "Units", "Item")
+unitsSeries = Series("Units", [84, 61, 55, 47, 39])
+inventorySection = Card([inventoryHeader, inventoryAlert, outOfStockTable, reorderDialog], "sunk", "column", "m")
+inventoryHeader = CardHeader("Out-of-stock items", "4 items need attention")
+inventoryAlert = Alert("Replenishment required", "Two items have stock available at the regional warehouse.", "warning")
+outOfStockTable = Table([skuCol, itemCol, warehouseCol])
+skuCol = Col("SKU", ["TS-104-BLK-M", "DN-220-IND-32", "SN-410-WHT-9", "AC-055-NAT"])
+itemCol = Col("Item", ["Classic Crew T-shirt — Black M", "Everyday Denim — Indigo 32", "Running Sneaker — White 9", "Canvas Tote — Natural"])
+warehouseCol = Col("Warehouse availability", ["120 units", "48 units", "Unavailable", "75 units"])
+reorderDialog = DialogBlock("Reorder an item", "Create replenishment order", "Enter the item and quantity to request from the warehouse.", [reorderForm], "default")
+reorderForm = Form("reorder-item", reorderButtons, [reorderSkuField, reorderQuantityField, reorderPriorityField])
+reorderSkuField = FormControl("Item or SKU", reorderSkuInput, "Use an out-of-stock SKU or search by item name")
+reorderSkuInput = Input("sku", "Example: TS-104-BLK-M", "text", ["required"])
+reorderQuantityField = FormControl("Quantity", reorderQuantityInput)
+reorderQuantityInput = Input("quantity", "24", "number", ["required"])
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [priorityStandard, priorityUrgent], "Select priority")
+priorityStandard = SelectItem("standard", "Standard replenishment")
+priorityUrgent = SelectItem("urgent", "Urgent transfer")
+reorderButtons = Buttons([submitReorderButton, cancelReorderButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+cancelReorderButton = Button("Cancel", null, "tertiary")
+teamSection = Card([teamHeader, shiftTable], "sunk", "column", "m")
+teamHeader = CardHeader("On shift today", "7 team members scheduled")
+shiftTable = Table([employeeCol, roleCol, shiftCol, statusCol])
+employeeCol = Col("Team member", ["Maya Chen", "Luis Romero", "Priya Shah", "Noah Williams", "Ava Brooks", "Ethan Kim", "Sofia Martinez"])
+roleCol = Col("Role", ["Store Manager", "Shift Lead", "Sales Associate", "Sales Associate", "Cashier", "Cashier", "Stock Associate"])
+shiftCol = Col("Shift", ["8:00–5:00", "9:00–6:00", "10:00–6:00", "12:00–8:00", "8:00–4:00", "12:00–8:00", "7:00–3:00"])
+statusCol = Col("Status", ["On floor", "On floor", "On floor", "Starts at 12", "Register 1", "Register 3", "Stockroom"])
+promotionsSection = Card([promotionsHeader, promotionsTable, promotionChart], "sunk", "column", "m")
+promotionsHeader = CardHeader("Running promotions", "Performance since each promotion began")
+promotionsTable = Table([promotionNameCol, promotionOfferCol, promotionRedemptionsCol, promotionRevenueCol, promotionLiftCol])
+promotionNameCol = Col("Promotion", ["Summer Essentials", "Denim Bundle", "Member Bonus"])
+promotionOfferCol = Col("Offer", ["20% off selected styles", "Buy 2, save $25", "2× loyalty points"])
+promotionRedemptionsCol = Col("Redemptions", [186, 74, 231], "number")
+promotionRevenueCol = Col("Attributed sales", ["$9,420", "$6,180", "$11,760"])
+promotionLiftCol = Col("Sales lift", ["+14%", "+9%", "+18%"])
+promotionChart = BarChart(["Summer Essentials", "Denim Bundle", "Member Bonus"], [promotionTargetSeries, promotionActualSeries], "grouped", "Promotion", "Redemptions")
+promotionTargetSeries = Series("Target", [220, 100, 250])
+promotionActualSeries = Series("Actual", [186, 74, 231])
+registersSection = Card([registersHeader, registersTable], "sunk", "column", "m")
+registersHeader = CardHeader("Registers", "3 open • 1 closed")
+registersTable = Table([registerCol, registerStatusCol, operatorCol, registerSalesCol])
+registerCol = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4"])
+registerStatusCol = Col("Status", ["Open", "Closed", "Open", "Open"])
+operatorCol = Col("Operator", ["Ava Brooks", "—", "Ethan Kim", "Luis Romero"])
+registerSalesCol = Col("Sales today", ["$6,840", "$0", "$5,970", "$5,650"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..a79b83487
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r3.txt
@@ -0,0 +1,96 @@
+root = Card([header, storeControls, salesRow, trafficSection, weeklySection, operationsRow, inventoryRow, promotionsSection, reorderSection], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown • Tuesday, August 18, 2026 • Updated 2:15 PM")
+storeControls = Card([storeLabel, storeForm], "sunk", "row", "m", "center", "between", true)
+storeLabel = TextContent("Viewing store", "small-heavy")
+storeForm = Form("store-selector", storeButtons, [storeField])
+storeField = FormControl("Store", storeSelect)
+storeSelect = Select("store", [storeDowntown, storeMall, storeAirport], "Choose a store", null, "downtown", "small")
+storeDowntown = SelectItem("downtown", "Downtown — #104")
+storeMall = SelectItem("mall", "Westfield Mall — #117")
+storeAirport = SelectItem("airport", "Airport Terminal — #123")
+storeButtons = Buttons([viewStoreButton])
+viewStoreButton = Button("View store", null, "secondary", "normal", "small")
+salesRow = Card([salesCard, basketCard, returnsCard], "card", "row", "l", "stretch", "between", true)
+salesCard = Card([salesHeading, salesValue, salesProgress, salesNote], "sunk", "column", "s")
+salesHeading = Heading("Sales today", "h3")
+salesValue = TextContent("$18,640 / $24,000 target", "large-heavy")
+salesProgress = Progress(77.7, "77.7% of target")
+salesNote = TextContent("$5,360 remaining • pacing 4% ahead", "small")
+basketCard = Card([basketHeading, basketValue, basketNote], "sunk", "column", "s")
+basketHeading = Heading("Average basket", "h3")
+basketValue = TextContent("$46.85", "large-heavy")
+basketNote = TextContent("Today • up $2.30 from last Tuesday", "small")
+returnsCard = Card([returnsHeading, returnsValue, returnsNote], "sunk", "column", "s")
+returnsHeading = Heading("Returns this week", "h3")
+returnsValue = TextContent("$1,284 • 31 items", "large-heavy")
+returnsNote = TextContent("3.1% of sales • down 0.4 points week over week", "small")
+trafficSection = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = CardHeader("Foot traffic through the day", "Hourly entrances today compared with a typical Tuesday")
+trafficChart = AreaChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM", "7 PM", "8 PM"], [trafficToday, trafficTypical], "natural", "Hour", "Visitors")
+trafficToday = Series("Today", [42, 68, 91, 126, 148, 137, 0, 0, 0, 0, 0, 0])
+trafficTypical = Series("Typical Tuesday", [38, 61, 84, 112, 132, 128, 141, 156, 172, 149, 108, 64])
+weeklySection = Card([weeklyHeader, weeklyChart], "card", "column", "m")
+weeklyHeader = CardHeader("This week compared with last week", "Daily net sales; current week is through Tuesday at 2:15 PM")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [22180, 18640, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [20740, 17920, 23110, 24860, 31240, 38200, 26780])
+operationsRow = Card([shiftCard, registerCard], "clear", "row", "l", "stretch", "between", true)
+shiftCard = Card([shiftHeader, shiftList], "card", "column", "m")
+shiftHeader = CardHeader("On shift today", "8 team members scheduled")
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour, shiftFive, shiftSix, shiftSeven, shiftEight], "image")
+shiftOne = ListItem("Maya Chen", "Store manager • 8:00 AM–5:00 PM", ["https://picsum.photos/seed/maya-chen/96/96"])
+shiftTwo = ListItem("Jordan Lee", "Floor lead • 9:00 AM–6:00 PM", ["https://picsum.photos/seed/jordan-lee/96/96"])
+shiftThree = ListItem("Priya Shah", "Cashier • 10:00 AM–7:00 PM", ["https://picsum.photos/seed/priya-shah/96/96"])
+shiftFour = ListItem("Luis Romero", "Cashier • 12:00 PM–9:00 PM", ["https://picsum.photos/seed/luis-romero/96/96"])
+shiftFive = ListItem("Avery Brooks", "Sales associate • 9:00 AM–5:00 PM", ["https://picsum.photos/seed/avery-brooks/96/96"])
+shiftSix = ListItem("Sam Okafor", "Sales associate • 11:00 AM–8:00 PM", ["https://picsum.photos/seed/sam-okafor/96/96"])
+shiftSeven = ListItem("Nina Patel", "Stock associate • 7:00 AM–3:00 PM", ["https://picsum.photos/seed/nina-patel/96/96"])
+shiftEight = ListItem("Eli Turner", "Stock associate • 1:00 PM–9:00 PM", ["https://picsum.photos/seed/eli-turner/96/96"])
+registerCard = Card([registerHeader, registerTable], "card", "column", "m")
+registerHeader = CardHeader("Registers", "Live status and assigned cashier")
+registerTable = Table([registerName, registerStatus, registerCashier, registerSales])
+registerName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4", "Mobile POS"])
+registerStatus = Col("Status", ["Open", "Open", "Closed", "Open", "Open"])
+registerCashier = Col("Assigned", ["Priya Shah", "Luis Romero", "—", "Jordan Lee", "Avery Brooks"])
+registerSales = Col("Sales today", ["$5,840", "$4,965", "$0", "$5,120", "$2,715"])
+inventoryRow = Card([bestSellersCard, stockCard], "clear", "row", "l", "stretch", "between", true)
+bestSellersCard = Card([bestSellersHeader, bestSellersChart], "card", "column", "m")
+bestSellersHeader = CardHeader("Best sellers", "Units sold today")
+bestSellersChart = HorizontalBarChart(["Classic Crew Tee", "Everyday Tote", "Slim Chino", "Cloud Runner", "Ribbed Tank"], [bestSellerSeries], "grouped", "Units", "Item")
+bestSellerSeries = Series("Units sold", [42, 36, 29, 24, 21])
+stockCard = Card([stockHeader, stockAlert, stockTable], "card", "column", "m")
+stockHeader = CardHeader("Items out of stock", "4 SKUs need attention")
+stockAlert = Alert("Lost-sales risk", "Two out-of-stock items are among today's top 20 sellers.", "warning")
+stockTable = Table([stockSku, stockItem, stockLocation, stockIncoming])
+stockSku = Col("SKU", ["TEE-CRW-BLK-M", "TOTE-EVD-NAT", "SOCK-ANK-WHT", "CAP-LOG-NVY"])
+stockItem = Col("Item", ["Classic Crew Tee — Black / M", "Everyday Tote — Natural", "Ankle Socks 3-Pack — White", "Logo Cap — Navy"])
+stockLocation = Col("Location", ["Sales floor", "Sales floor + back room", "Back room", "Sales floor"])
+stockIncoming = Col("Next delivery", ["Aug 21", "None scheduled", "Aug 19", "Aug 24"])
+promotionsSection = Card([promotionsHeader, promotionsTable, promotionsChart], "card", "column", "m")
+promotionsHeader = CardHeader("Running promotions", "Performance since each promotion started")
+promotionsTable = Table([promoName, promoPeriod, promoRedemptions, promoRevenue, promoGoal])
+promoName = Col("Promotion", ["Back-to-School 20% Off", "Buy 2 Tees, Get 1", "Members: Double Points"])
+promoPeriod = Col("Runs", ["Aug 10–23", "Aug 15–21", "Aug 1–31"])
+promoRedemptions = Col("Uses", [286, 94, 418], "number")
+promoRevenue = Col("Attributed sales", ["$14,320", "$6,110", "$18,760"])
+promoGoal = Col("Goal progress", ["82%", "63%", "74%"])
+promotionsChart = BarChart(["Back-to-School 20% Off", "Buy 2 Tees, Get 1", "Members: Double Points"], [promoProgressSeries], "grouped", "Promotion", "Goal progress (%)")
+promoProgressSeries = Series("Goal progress", [82, 63, 74])
+reorderSection = Card([reorderHeader, reorderForm], "card", "column", "m")
+reorderHeader = CardHeader("Reorder an item", "Create a replenishment request for this store")
+reorderForm = Form("inventory-reorder", reorderButtons, [reorderItemField, reorderQuantityField, reorderUrgencyField, reorderDateField, reorderNotesField])
+reorderItemField = FormControl("Item or SKU", reorderItemInput, "Enter an out-of-stock item or any catalog SKU")
+reorderItemInput = Input("item_sku", "e.g. TEE-CRW-BLK-M")
+reorderQuantityField = FormControl("Quantity", reorderQuantityInput)
+reorderQuantityInput = Input("quantity", "e.g. 24", "number")
+reorderUrgencyField = FormControl("Priority", reorderUrgencySelect)
+reorderUrgencySelect = Select("priority", [priorityStandard, priorityUrgent], "Choose priority")
+priorityStandard = SelectItem("standard", "Standard replenishment")
+priorityUrgent = SelectItem("urgent", "Urgent — lost-sales risk")
+reorderDateField = FormControl("Needed by", reorderDatePicker)
+reorderDatePicker = DatePicker("needed_by", "single")
+reorderNotesField = FormControl("Notes", reorderNotesInput)
+reorderNotesInput = TextArea("notes", "Add size, color, supplier, or delivery instructions", 3)
+reorderButtons = Buttons([submitReorderButton, clearReorderButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+clearReorderButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..77f60fc3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-retail__r4.txt
@@ -0,0 +1,92 @@
+root = Card([header, storeActions, salesRow, traffic, performanceRow, promotions, operationsRow, reorderDialog, footerActions], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown • Tuesday, August 18, 2026 • Updated 2:35 PM")
+storeActions = Buttons([changeStore, refresh])
+changeStore = Button("View a different store", null, "secondary")
+refresh = Button("Refresh data", null, "tertiary")
+salesRow = Card([salesCard, basketCard, returnsCard], "clear", "row", "m", "stretch", "between", true)
+salesCard = Card([salesTitle, salesValue, salesProgress, salesNote], "card", "column", "s")
+salesTitle = TextContent("Sales today", "small-heavy")
+salesValue = TextContent("$18,740 of $24,000", "large-heavy")
+salesProgress = Progress(78, "78% of daily target")
+salesNote = TextContent("$5,260 remaining • Tracking 4% ahead of pace", "small")
+basketCard = Card([basketTitle, basketValue, basketNote], "card", "column", "s")
+basketTitle = TextContent("Average basket size", "small-heavy")
+basketValue = TextContent("$46.85", "large-heavy")
+basketNote = TextContent("Up 6.2% from last Tuesday", "small")
+returnsCard = Card([returnsTitle, returnsValue, returnsNote], "card", "column", "s")
+returnsTitle = TextContent("Returns this week", "small-heavy")
+returnsValue = TextContent("$1,284 • 31 items", "large-heavy")
+returnsNote = TextContent("3.1% of sales • Down 0.4 points week over week", "small")
+traffic = Card([trafficHeader, trafficChart], "card", "column", "m")
+trafficHeader = CardHeader("Foot traffic through the day", "Today versus last Tuesday • 1,024 visitors so far")
+trafficChart = LineChart(["8 AM", "9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM"], [trafficToday, trafficLast], "natural", "Time", "Visitors")
+trafficToday = Series("Today", [54, 88, 126, 171, 203, 214, 168])
+trafficLast = Series("Last Tuesday", [49, 81, 119, 158, 190, 201, 161])
+performanceRow = Card([bestSellersCard, weeklyCard], "clear", "row", "m", "stretch", "between", true)
+bestSellersCard = Card([bestSellersHeader, bestSellersChart], "card", "column", "m")
+bestSellersHeader = CardHeader("Best sellers", "Units sold today")
+bestSellersChart = HorizontalBarChart(["Classic Crew T-shirt", "Everyday Denim Jeans", "Canvas Tote Bag", "Running Sneakers", "Ribbed Tank Top"], [bestSellerUnits], "grouped", "Units", "Item")
+bestSellerUnits = Series("Units", [48, 36, 31, 27, 24])
+weeklyCard = Card([weeklyHeader, weeklyChart, weeklyNote], "card", "column", "m")
+weeklyHeader = CardHeader("This week compared with last week", "Sales by day through Tuesday")
+weeklyChart = BarChart(["Monday", "Tuesday to 2:35 PM"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [22160, 18740])
+lastWeekSeries = Series("Last week", [20480, 17990])
+weeklyNote = Callout("success", "Week-to-date sales are up 6.2%", "$40,900 this week versus $38,470 last week.")
+promotions = Card([promotionsHeader, promotionsTable], "card", "column", "m")
+promotionsHeader = CardHeader("Running promotions", "Performance since launch")
+promotionsTable = Table([promoName, promoDates, promoRedemptions, promoRevenue, promoLift, promoStatus])
+promoName = Col("Promotion", ["Buy 2 Tees, Get 1 Free", "20% Off Denim", "Member Double Points"])
+promoDates = Col("Runs", ["Aug 15–22", "Aug 17–20", "Aug 18 only"])
+promoRedemptions = Col("Redemptions", [84, 47, 126], "number")
+promoRevenue = Col("Attributed sales", ["$5,420", "$3,180", "$6,940"])
+promoLift = Col("Lift vs baseline", ["+18%", "+9%", "+24%"])
+promoStatus = Col("Status", ["Ahead", "On pace", "Ahead"])
+operationsRow = Card([stockCard, shiftCard, registerCard], "clear", "row", "m", "stretch", "between", true)
+stockCard = Card([stockHeader, stockAlert, stockTable], "card", "column", "m")
+stockHeader = CardHeader("Items out of stock", "4 items require attention")
+stockAlert = Alert("Lost-sales risk", "Classic Black Hoodie has 12 customer requests recorded today.", "warning")
+stockTable = Table([stockItem, stockSku, stockBackroom, stockInbound])
+stockItem = Col("Item", ["Classic Black Hoodie — M", "Running Sneakers — 9", "Canvas Tote — Natural", "Slim Chino — 32"])
+stockSku = Col("SKU", ["HD-BLK-M", "RS-WHT-09", "CT-NAT-01", "CH-NVY-32"])
+stockBackroom = Col("Backroom", [0, 0, 0, 0], "number")
+stockInbound = Col("Next delivery", ["Aug 20", "Aug 19", "Not scheduled", "Aug 21"])
+shiftCard = Card([shiftHeader, shiftList], "card", "column", "m")
+shiftHeader = CardHeader("On shift today", "7 team members")
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour, shiftFive, shiftSix, shiftSeven], "image")
+shiftOne = ListItem("Maya Chen", "Store Manager • 8:00 AM–5:00 PM", ["https://picsum.photos/seed/maya-chen/96/96"])
+shiftTwo = ListItem("Jordan Lee", "Floor Lead • 9:00 AM–6:00 PM", ["https://picsum.photos/seed/jordan-lee/96/96"])
+shiftThree = ListItem("Priya Shah", "Cashier • 8:00 AM–4:00 PM", ["https://picsum.photos/seed/priya-shah/96/96"])
+shiftFour = ListItem("Alex Rivera", "Cashier • 11:00 AM–7:00 PM", ["https://picsum.photos/seed/alex-rivera/96/96"])
+shiftFive = ListItem("Sam Wilson", "Sales Associate • 10:00 AM–6:00 PM", ["https://picsum.photos/seed/sam-wilson/96/96"])
+shiftSix = ListItem("Nia Brooks", "Sales Associate • 12:00 PM–8:00 PM", ["https://picsum.photos/seed/nia-brooks/96/96"])
+shiftSeven = ListItem("Owen Park", "Stock Associate • 7:00 AM–3:00 PM", ["https://picsum.photos/seed/owen-park/96/96"])
+registerCard = Card([registerHeader, registerTable, registerAlert], "card", "column", "m")
+registerHeader = CardHeader("Register status", "3 of 4 registers open")
+registerTable = Table([registerName, registerStatus, registerOperator, registerSales])
+registerName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4"])
+registerStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+registerOperator = Col("Operator", ["Priya Shah", "Alex Rivera", "—", "Jordan Lee"])
+registerSales = Col("Sales today", ["$6,840", "$5,210", "$0", "$6,690"])
+registerAlert = Callout("warning", "Register 3 is closed", "Cash drawer reconciliation is pending.")
+reorderDialog = DialogBlock("Reorder an item", "Create replenishment order", "Enter the item and quantity to send a reorder request.", [reorderForm], "default")
+reorderForm = Form("item-reorder", reorderButtons, [reorderItemField, reorderSkuField, reorderQuantityField, reorderPriorityField, reorderNotesField])
+reorderItemField = FormControl("Item name", reorderItemInput)
+reorderItemInput = Input("item_name", "Search or enter an item")
+reorderSkuField = FormControl("SKU", reorderSkuInput)
+reorderSkuInput = Input("sku", "e.g. HD-BLK-M")
+reorderQuantityField = FormControl("Quantity", reorderQuantityInput, "Enter the number of units needed")
+reorderQuantityInput = Input("quantity", "24", "number")
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [priorityStandard, priorityUrgent], "Choose priority")
+priorityStandard = SelectItem("standard", "Standard replenishment")
+priorityUrgent = SelectItem("urgent", "Urgent — out of stock")
+reorderNotesField = FormControl("Notes", reorderNotesInput)
+reorderNotesInput = TextArea("notes", "Add supplier or delivery instructions", 3)
+reorderButtons = Buttons([submitReorder, cancelReorder])
+submitReorder = Button("Submit reorder", null, "primary")
+cancelReorder = Button("Cancel", null, "tertiary")
+footerActions = FollowUpBlock([followStore, followInventory, followSchedule])
+followStore = FollowUpItem("Show performance for a different store")
+followInventory = FollowUpItem("Review all low-stock items")
+followSchedule = FollowUpItem("View the full staff schedule")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..1761a2ba5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r1.txt
@@ -0,0 +1,73 @@
+root = Card([header, periodForm, kpiCard, activityTabs, customerTabs, healthTabs, adminSection], "card", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, growth, customer health, and product adoption")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Updates all metrics on this overview")
+periodSelect = Select("period", [period30, period90, periodQuarter, periodYear], "Select period", [], "90-days")
+period30 = SelectItem("30-days", "Last 30 days")
+period90 = SelectItem("90-days", "Last 90 days")
+periodQuarter = SelectItem("quarter", "Current quarter")
+periodYear = SelectItem("year", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+kpiCard = Card([kpiHeading, kpiTable], "sunk", "column", "m")
+kpiHeading = Heading("Key metrics", "h2")
+kpiTable = Table([metricCol, valueCol, changeCol])
+metricCol = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month", "Current NPS"])
+valueCol = Col("Value", ["$428,600", "$5,143,200", "1.8%", "47"])
+changeCol = Col("Change", ["+6.4% MoM", "+18.2% YoY", "-0.3 pts", "+5 pts"])
+activityTabs = Tabs([growthTab, adoptionTab, utilizationTab])
+growthTab = TabItem("growth", "New signups", [signupHeader, signupChart])
+signupHeader = CardHeader("New signups over the past 90 days", "Weekly registrations; 2,184 total")
+signupChart = AreaChart(["May 25", "Jun 1", "Jun 8", "Jun 15", "Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [signupSeries], "natural", "Week", "Signups")
+signupSeries = Series("New signups", [132, 145, 151, 143, 162, 170, 158, 176, 181, 193, 205, 221, 247])
+adoptionTab = TabItem("adoption", "Feature adoption", [adoptionHeader, adoptionChart])
+adoptionHeader = CardHeader("Three newest features", "Share of eligible accounts using each feature")
+adoptionChart = HorizontalBarChart(["AI Workflows", "Advanced Audit Logs", "Custom Dashboards"], [adoptionSeries], "grouped", "Adoption rate (%)", "Feature")
+adoptionSeries = Series("Adoption", [64, 48, 37])
+utilizationTab = TabItem("utilization", "Seat utilization", [utilizationHeader, seatProgress, seatDetail])
+utilizationHeader = CardHeader("Seat utilization across the company", "8,412 of 10,000 purchased seats are active")
+seatProgress = Progress(84.12, "84.1% utilized")
+seatDetail = TextContent("1,588 seats remain available. Utilization increased 2.7 percentage points this reporting period.")
+customerTabs = Tabs([planTab, largestTab])
+planTab = TabItem("plans", "Customers by plan", [planHeader, planChart])
+planHeader = CardHeader("Customers split by plan", "1,248 active customer accounts")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [518, 402, 238, 90], "donut", "circular")
+largestTab = TabItem("largest", "Largest customers", [largestHeader, largestTable])
+largestHeader = CardHeader("Ten largest customers", "Ranked by monthly spend")
+largestTable = Table([rankCol, customerCol, planCol, seatsCol, spendCol])
+rankCol = Col("Rank", [1, 2, 3, 4, 5, 6, 7, 8, 9, 10], "number")
+customerCol = Col("Customer", ["Northstar Labs", "Acme Global", "Vertex Systems", "Summit Health", "BluePeak Finance", "Orbit Commerce", "Cedar Analytics", "Atlas Logistics", "Nova Education", "Harbor Media"])
+planCol = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Business", "Growth"])
+seatsCol = Col("Seats", [620, 540, 475, 410, 360, 335, 288, 260, 225, 190], "number")
+spendCol = Col("Monthly spend", ["$31,000", "$27,000", "$23,750", "$20,500", "$18,000", "$16,750", "$14,400", "$13,000", "$11,250", "$9,500"])
+healthTabs = Tabs([riskTab, paymentsTab])
+riskTab = TabItem("risk", "Accounts at risk", [riskAlert, riskTable])
+riskAlert = Alert("7 accounts need attention", "The five highest-value at-risk accounts are shown below.", "warning")
+riskTable = Table([riskAccountCol, riskPlanCol, riskMrrCol, riskReasonCol])
+riskAccountCol = Col("Account", ["BrightPath Co.", "Redwood Security", "Pioneer Retail", "Lumen Works", "Fieldstone AI"])
+riskPlanCol = Col("Plan", ["Enterprise", "Business", "Business", "Growth", "Enterprise"])
+riskMrrCol = Col("MRR", ["$12,400", "$8,900", "$7,600", "$4,200", "$11,800"])
+riskReasonCol = Col("Reason", ["Usage down 43% in 30 days", "Executive sponsor departed", "Renewal overdue by 12 days", "Three unresolved support escalations", "NPS detractor and low adoption"])
+paymentsTab = TabItem("payments", "Failed payments", [paymentAlert, paymentList])
+paymentAlert = Alert("4 payments failed", "$9,740 in monthly revenue requires collection.", "destructive")
+paymentList = ListBlock([payment1, payment2, payment3, payment4], "number")
+payment1 = ListItem("Kiteworks Studio — $3,600", "Card declined • Failed Aug 17 • Invoice INV-10482", null, "Retry payment")
+payment2 = ListItem("Evergreen Ops — $2,850", "Insufficient funds • Failed Aug 16 • Invoice INV-10471", null, "Retry payment")
+payment3 = ListItem("Mosaic Data — $1,940", "Expired card • Failed Aug 15 • Invoice INV-10463", null, "Retry payment")
+payment4 = ListItem("Clearwater Legal — $1,350", "Bank authorization failed • Failed Aug 14 • Invoice INV-10455", null, "Retry payment")
+adminSection = Card([adminHeader, adminDialog], "sunk", "column", "m")
+adminHeader = CardHeader("Administration", "Manage access to this workspace")
+adminDialog = DialogBlock("Invite another admin", "Invite an administrator", "Grant administrative access by email.", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [adminNameField, adminEmailField, adminRoleField])
+adminNameField = FormControl("Full name", adminNameInput)
+adminNameInput = Input("admin_name", "Jordan Lee", "text")
+adminEmailField = FormControl("Work email", adminEmailInput, "An invitation link will be emailed to this address")
+adminEmailInput = Input("admin_email", "jordan@company.com", "email", ["required"])
+adminRoleField = FormControl("Admin role", adminRoleSelect)
+adminRoleSelect = Select("admin_role", [roleFull, roleBilling, roleSupport], "Choose access level")
+roleFull = SelectItem("full", "Full admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleSupport = SelectItem("support", "Support admin")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invitation", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..04852b35a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r2.txt
@@ -0,0 +1,65 @@
+root = Card([header, controls, periodForm, revenueSection, revenueMetrics, signupSection, signupTrend, customerSection, planSplit, largestSection, largestCustomers, riskSection, riskAlert, riskAccounts, paymentsSection, paymentAlert, failedPayments, adoptionSection, featureAdoption, experienceSection, npsProgress, seatProgress, adminSection, inviteAdmin])
+header = CardHeader("SaaS Admin Overview", "Revenue, customers, product adoption, and account health")
+controls = Card([periodBadge, adminBadge], "sunk", "row", "s", "center", "between", true)
+periodBadge = Badge("Reporting period: Last 90 days", "secondary")
+adminBadge = Badge("Updated today", "outline")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect)
+periodSelect = Select("reporting_period", [period30, period90, periodQuarter, periodYear], "Choose a period", null, "90d")
+period30 = SelectItem("30d", "Last 30 days")
+period90 = SelectItem("90d", "Last 90 days")
+periodQuarter = SelectItem("quarter", "Current quarter")
+periodYear = SelectItem("year", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+revenueSection = Heading("Revenue and retention", "h2")
+revenueMetrics = Table([revenueMetric, revenueValue, revenueChange])
+revenueMetric = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+revenueValue = Col("Current", ["$428,600", "$5,143,200", "2.4%"])
+revenueChange = Col("Change", ["+6.8% MoM", "+31.2% YoY", "-0.3 pts MoM"])
+signupSection = Heading("New signups — past 90 days", "h2")
+signupTrend = LineChart(["May 21", "Jun 4", "Jun 18", "Jul 2", "Jul 16", "Jul 30", "Aug 13", "Aug 18"], [signupSeries], "natural", "Date", "Signups")
+signupSeries = Series("New signups", [118, 134, 149, 143, 171, 188, 203, 126])
+customerSection = Heading("Customers by plan", "h2")
+planSplit = PieChart(["Starter", "Growth", "Business", "Enterprise"], [612, 348, 126, 42], "donut", "circular")
+largestSection = Heading("Ten largest customers", "h2")
+largestCustomers = Table([customerName, customerPlan, customerSeats, customerSpend])
+customerName = Col("Customer", ["Northstar Labs", "Acme Global", "Vertex Systems", "BluePeak Health", "Orbit Commerce", "Summit Financial", "Cedar Works", "Atlas Logistics", "Nova Media", "Harbor Cloud"])
+customerPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Business", "Business"])
+customerSeats = Col("Seats", [1240, 980, 860, 720, 645, 590, 510, 475, 430, 395], "number")
+customerSpend = Col("Monthly spend", ["$42,800", "$36,400", "$31,900", "$28,600", "$24,700", "$22,900", "$19,800", "$18,500", "$16,900", "$15,700"])
+riskSection = Heading("Accounts at risk", "h2")
+riskAlert = Alert("7 accounts need attention", "$38,900 in monthly recurring revenue is currently at risk.", "warning")
+riskAccounts = Table([riskCustomer, riskRevenue, riskReason, riskOwner])
+riskCustomer = Col("Account", ["Pioneer AI", "Greenline Retail", "Beacon Legal", "Redwood Studio", "Lumen Energy", "Cobalt Security", "Everwell Care"])
+riskRevenue = Col("MRR", ["$9,800", "$7,200", "$5,900", "$5,100", "$4,600", "$3,400", "$2,900"])
+riskReason = Col("Reason", ["Usage down 46% in 30 days", "Renewal overdue by 12 days", "Executive sponsor departed", "Three unresolved support escalations", "Only 28% of seats active", "NPS detractor: onboarding complexity", "Payment failed twice"])
+riskOwner = Col("Owner", ["Maya Chen", "Jon Bell", "Priya Shah", "Luis Ortega", "Maya Chen", "Jon Bell", "Priya Shah"])
+paymentsSection = Heading("Failed payments", "h2")
+paymentAlert = Alert("4 payments require action", "$12,240 is outstanding.", "destructive")
+failedPayments = ListBlock([paymentOne, paymentTwo, paymentThree, paymentFour], "number")
+paymentOne = ListItem("Greenline Retail — $5,400", "Card declined • Failed Aug 17", null, "Retry payment")
+paymentTwo = ListItem("Everwell Care — $2,900", "Insufficient funds • Failed Aug 16", null, "Retry payment")
+paymentThree = ListItem("Mosaic Education — $2,140", "Expired card • Failed Aug 15", null, "Retry payment")
+paymentFour = ListItem("Stonebridge Co. — $1,800", "Bank authorization failed • Failed Aug 14", null, "Retry payment")
+adoptionSection = Heading("Newest feature adoption", "h2")
+featureAdoption = BarChart(["AI summaries", "Workflow builder", "Audit exports"], [adoptionSeries], "grouped", "Feature", "Eligible accounts using feature (%)")
+adoptionSeries = Series("Adoption", [64, 47, 31])
+experienceSection = Heading("Customer experience and utilization", "h2")
+npsProgress = Progress(58, "Current NPS: 58")
+seatProgress = Progress(76, "Company-wide seat utilization: 76% — 8,412 of 11,068 seats active")
+adminSection = Heading("Administration", "h2")
+inviteAdmin = DialogBlock("Invite another admin", "Invite an admin", "Send an invitation with administrator access.", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [adminNameField, adminEmailField, adminRoleField])
+adminNameField = FormControl("Full name", adminNameInput)
+adminNameInput = Input("admin_name", "Alex Morgan", "text")
+adminEmailField = FormControl("Work email", adminEmailInput, "The invitation will be sent to this address.")
+adminEmailInput = Input("admin_email", "alex@company.com", "email")
+adminRoleField = FormControl("Admin role", adminRoleSelect)
+adminRoleSelect = Select("admin_role", [roleFull, roleBilling, roleSupport], "Choose access level")
+roleFull = SelectItem("full", "Full administrator")
+roleBilling = SelectItem("billing", "Billing administrator")
+roleSupport = SelectItem("support", "Support administrator")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invitation", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..61dfe2138
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r3.txt
@@ -0,0 +1,91 @@
+root = Card([header, periodForm, kpiRow, signupSection, customerSection, riskSection, paymentSection, adoptionSection, adminActions], "card", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Company performance, customer health, billing, and product adoption")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Updates all time-based metrics")
+periodSelect = Select("reporting_period", [period30, period90, periodQuarter, periodYear], "Select a period", null, "90-days")
+period30 = SelectItem("30-days", "Last 30 days")
+period90 = SelectItem("90-days", "Last 90 days")
+periodQuarter = SelectItem("quarter", "Current quarter")
+periodYear = SelectItem("year", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+kpiRow = Card([mrrCard, arrCard, churnCard, npsCard], "clear", "row", "m", "stretch", "between", true)
+mrrCard = Card([mrrLabel, mrrValue, mrrTrend], "sunk", "column", "xs")
+mrrLabel = TextContent("Monthly recurring revenue", "small-heavy")
+mrrValue = TextContent("$842,600", "large-heavy")
+mrrTrend = Badge("+6.8% vs prior month", "secondary")
+arrCard = Card([arrLabel, arrValue, arrTrend], "sunk", "column", "xs")
+arrLabel = TextContent("Annual recurring revenue", "small-heavy")
+arrValue = TextContent("$10.11M", "large-heavy")
+arrTrend = Badge("+18.4% year over year", "secondary")
+churnCard = Card([churnLabel, churnValue, churnTrend], "sunk", "column", "xs")
+churnLabel = TextContent("Churn this month", "small-heavy")
+churnValue = TextContent("2.3%", "large-heavy")
+churnTrend = Badge("0.4 pts better", "secondary")
+npsCard = Card([npsLabel, npsValue, npsTrend], "sunk", "column", "xs")
+npsLabel = TextContent("Current NPS", "small-heavy")
+npsValue = TextContent("54", "large-heavy")
+npsTrend = Badge("Excellent · 412 responses", "secondary")
+signupSection = Card([signupHeader, signupChart], "clear", "column", "m")
+signupHeader = CardHeader("New signups", "Past 90 days · 5,371 total")
+signupChart = AreaChart(["May 21", "May 28", "Jun 4", "Jun 11", "Jun 18", "Jun 25", "Jul 2", "Jul 9", "Jul 16", "Jul 23", "Jul 30", "Aug 6", "Aug 13"], [signupSeries], "natural", "Week", "Signups")
+signupSeries = Series("New signups", [318, 342, 365, 351, 389, 407, 421, 396, 438, 452, 476, 493, 523])
+customerSection = Card([planCard, utilizationCard, largestCard], "clear", "row", "l", "stretch", "between", true)
+planCard = Card([planHeader, planChart], "sunk", "column", "m")
+planHeader = CardHeader("Customers by plan", "2,486 active customer accounts")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [1084, 742, 481, 179], "donut", "circular")
+utilizationCard = Card([utilizationHeader, utilizationProgress, utilizationDetail], "sunk", "column", "m")
+utilizationHeader = CardHeader("Seat utilization", "Across the company")
+utilizationProgress = Progress(78, "78% utilized")
+utilizationDetail = TextContent("18,642 of 23,900 purchased seats are assigned. 5,258 seats remain available.", "small")
+largestCard = Card([largestHeader, largestTable], "sunk", "column", "m")
+largestHeader = CardHeader("Ten largest customers", "Ranked by monthly spend")
+largestTable = Table([customerNameCol, customerPlanCol, customerSeatsCol, customerSpendCol])
+customerNameCol = Col("Customer", ["Northstar Labs", "Vertex Systems", "Acme Global", "Horizon Health", "Summit Financial", "Atlas Commerce", "Beacon Media", "Nimbus Cloud", "Redwood Logistics", "Polaris Energy"])
+customerPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Business"])
+customerSeatsCol = Col("Seats", [1240, 980, 860, 720, 615, 590, 510, 475, 440, 405], "number")
+customerSpendCol = Col("Monthly spend", ["$48,600", "$41,200", "$36,900", "$31,500", "$27,800", "$25,400", "$22,700", "$20,900", "$19,600", "$18,300"])
+riskSection = Card([riskHeader, riskAlert, riskList], "clear", "column", "m")
+riskHeader = CardHeader("Accounts at risk", "Customer-success attention recommended")
+riskAlert = Alert("7 high-value accounts need attention", "$38,400 in monthly recurring revenue is currently at risk.", "warning")
+riskList = ListBlock([riskOne, riskTwo, riskThree, riskFour, riskFive], "number")
+riskOne = ListItem("BrightPath Education", "$12,400 MRR · Usage down 46% over 30 days", null, "Review account")
+riskTwo = ListItem("Cobalt Security", "$9,800 MRR · NPS detractor and unresolved support escalation", null, "Review account")
+riskThree = ListItem("Evergreen Retail", "$6,900 MRR · Renewal due in 18 days with no executive sponsor", null, "Review account")
+riskFour = ListItem("Lumen Analytics", "$5,300 MRR · Seat utilization fell to 31%", null, "Review account")
+riskFive = ListItem("Oak & Co.", "$4,000 MRR · Three failed payments and billing contact unresponsive", null, "Review account")
+paymentSection = Card([paymentHeader, paymentAlert, paymentTable, paymentActions], "clear", "column", "m")
+paymentHeader = CardHeader("Failed payments", "5 invoices require action · $18,940 outstanding")
+paymentAlert = Alert("Revenue recovery opportunity", "Retry eligible payments or contact customers whose cards require an update.", "destructive")
+paymentTable = Table([paymentCustomerCol, paymentInvoiceCol, paymentAmountCol, paymentReasonCol])
+paymentCustomerCol = Col("Customer", ["Oak & Co.", "Silverline AI", "Harbor Works", "Juniper Studio", "Kinetic Bio"])
+paymentInvoiceCol = Col("Invoice", ["INV-10482", "INV-10477", "INV-10465", "INV-10459", "INV-10441"])
+paymentAmountCol = Col("Amount", ["$4,000", "$5,600", "$3,240", "$2,100", "$4,000"])
+paymentReasonCol = Col("Reason", ["Card declined", "Insufficient funds", "Expired card", "Bank authorization required", "Card declined"])
+paymentActions = Buttons([retryOak, retrySilverline, retryHarbor, retryJuniper, retryKinetic], "row")
+retryOak = Button("Retry Oak & Co.", null, "primary")
+retrySilverline = Button("Retry Silverline AI", null, "secondary")
+retryHarbor = Button("Retry Harbor Works", null, "secondary")
+retryJuniper = Button("Retry Juniper Studio", null, "secondary")
+retryKinetic = Button("Retry Kinetic Bio", null, "secondary")
+adoptionSection = Card([adoptionHeader, adoptionChart, adoptionNote], "clear", "column", "m")
+adoptionHeader = CardHeader("Newest feature adoption", "Share of eligible active accounts using each feature")
+adoptionChart = BarChart(["AI Workflows", "Advanced Audit Log", "Custom Dashboards"], [adoptionSeries], "grouped", "Feature", "Adoption %")
+adoptionSeries = Series("Adoption", [62, 47, 35])
+adoptionNote = TextContent("AI Workflows leads at 62%; Custom Dashboards has the largest enablement opportunity.", "small")
+adminActions = Card([adminHeader, inviteDialog], "sunk", "row", "m", "center", "between")
+adminHeader = CardHeader("Administration", "Manage access for your operations team")
+inviteDialog = DialogBlock("Invite another admin", "Invite an administrator", "Grant a trusted teammate administrative access.", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [inviteNameField, inviteEmailField, inviteRoleField])
+inviteNameField = FormControl("Full name", inviteNameInput)
+inviteNameInput = Input("admin_name", "Jordan Lee", "text")
+inviteEmailField = FormControl("Work email", inviteEmailInput, "An invitation link will be sent to this address")
+inviteEmailInput = Input("admin_email", "jordan@company.com", "email")
+inviteRoleField = FormControl("Admin role", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleFull, roleBilling, roleSupport], "Choose permissions")
+roleFull = SelectItem("full", "Full administrator")
+roleBilling = SelectItem("billing", "Billing administrator")
+roleSupport = SelectItem("support", "Support administrator")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invitation", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..03ea8b41e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b4-saas__r4.txt
@@ -0,0 +1,86 @@
+root = Card([header, periodForm, kpiRow, signupSection, customerPlanSection, largestSection, riskSection, paymentSection, adoptionSection, adminActions], "card", "column", "l")
+header = CardHeader("SaaS Admin Overview", "Revenue, growth, customer health, and product adoption")
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Updates all overview metrics")
+periodSelect = Select("period", [period30, period90, periodYear], "Choose period", [], "90-days", "medium")
+period30 = SelectItem("30-days", "Last 30 days")
+period90 = SelectItem("90-days", "Last 90 days")
+periodYear = SelectItem("year-to-date", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+kpiRow = Card([mrrCard, arrCard, churnCard, npsCard], "clear", "row", "m", "stretch", "between", true)
+mrrCard = Card([mrrLabel, mrrValue, mrrNote], "sunk", "column", "xs")
+mrrLabel = TextContent("Monthly recurring revenue", "small-heavy")
+mrrValue = TextContent("$842,600", "large-heavy")
+mrrNote = TextContent("↑ 6.4% month over month", "small")
+arrCard = Card([arrLabel, arrValue, arrNote], "sunk", "column", "xs")
+arrLabel = TextContent("Annual recurring revenue", "small-heavy")
+arrValue = TextContent("$10.11M", "large-heavy")
+arrNote = TextContent("Based on current MRR", "small")
+churnCard = Card([churnLabel, churnValue, churnNote], "sunk", "column", "xs")
+churnLabel = TextContent("Churn this month", "small-heavy")
+churnValue = TextContent("2.8%", "large-heavy")
+churnNote = TextContent("24 accounts · $23,590 MRR", "small")
+npsCard = Card([npsLabel, npsValue, npsNote], "sunk", "column", "xs")
+npsLabel = TextContent("Current NPS", "small-heavy")
+npsValue = TextContent("47", "large-heavy")
+npsNote = TextContent("512 responses · ↑ 3 points", "small")
+signupSection = Card([signupHeader, signupChart], "clear", "column", "m")
+signupHeader = CardHeader("New signups", "Past 90 days · 3,286 total")
+signupChart = AreaChart(signupLabels, [signupSeries], "natural", "Week", "Signups")
+signupLabels = ["May 25", "Jun 1", "Jun 8", "Jun 15", "Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"]
+signupSeries = Series("New signups", [198, 214, 229, 241, 235, 252, 267, 259, 281, 274, 292, 301, 243])
+customerPlanSection = Card([planCard, utilizationCard], "clear", "row", "l", "stretch", "between", true)
+planCard = Card([planHeader, planChart], "sunk", "column", "m")
+planHeader = CardHeader("Customers by plan", "1,842 active customer accounts")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [812, 579, 337, 114], "donut", "circular")
+utilizationCard = Card([utilizationHeader, utilizationProgress, utilizationDetail], "sunk", "column", "m")
+utilizationHeader = CardHeader("Seat utilization", "Across all active customer accounts")
+utilizationProgress = Progress(78, "78% utilized")
+utilizationDetail = TextContent("18,742 of 24,028 purchased seats are assigned. 5,286 seats remain available.", "default")
+largestSection = Card([largestHeader, largestTable], "clear", "column", "m")
+largestHeader = CardHeader("Ten largest customers", "Ranked by monthly recurring spend")
+largestTable = Table([customerCol, planCol, seatsCol, spendCol])
+customerCol = Col("Customer", ["Northstar Systems", "Atlas Commerce", "Vertex Labs", "Acme Global", "Lumina Health", "Orbit Financial", "Summit Logistics", "Cedar Analytics", "Bluewave Media", "Pioneer Cloud"])
+planCol = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Business"])
+seatsCol = Col("Seats", [1240, 980, 815, 760, 642, 590, 525, 480, 455, 420], "number")
+spendCol = Col("Monthly spend", ["$48,500", "$41,200", "$36,750", "$33,900", "$28,600", "$26,400", "$23,950", "$21,800", "$20,700", "$18,900"])
+riskSection = Card([riskHeader, riskList], "clear", "column", "m")
+riskHeader = CardHeader("Accounts at risk", "Customer health signals requiring attention")
+riskList = ListBlock([riskOne, riskTwo, riskThree, riskFour, riskFive], "number")
+riskOne = ListItem("BrightPath Education", "Critical · Usage down 46% over 30 days; renewal in 18 days")
+riskTwo = ListItem("Harbor Retail Group", "High · Executive sponsor left and no replacement is assigned")
+riskThree = ListItem("Nova Manufacturing", "High · 3 unresolved priority support cases")
+riskFour = ListItem("Evergreen Legal", "Medium · Seat utilization fell from 81% to 43%")
+riskFive = ListItem("Kinetic Works", "Medium · NPS detractor score of 2 with billing complaint")
+paymentSection = Card([paymentHeader, paymentTable, retryButtons], "clear", "column", "m")
+paymentHeader = CardHeader("Failed payments", "4 invoices need collection action")
+paymentTable = Table([paymentCustomerCol, invoiceCol, amountCol, failureCol])
+paymentCustomerCol = Col("Customer", ["Redwood Studio", "Delta Robotics", "Clearview Travel", "Mosaic Foods"])
+invoiceCol = Col("Invoice", ["INV-10482", "INV-10477", "INV-10469", "INV-10461"])
+amountCol = Col("Amount", ["$4,800", "$3,250", "$2,100", "$1,475"])
+failureCol = Col("Reason", ["Card expired", "Insufficient funds", "Bank declined", "Authentication required"])
+retryButtons = Buttons([retryOne, retryTwo, retryThree, retryFour], "row")
+retryOne = Button("Retry Redwood · $4,800", null, "primary")
+retryTwo = Button("Retry Delta · $3,250", null, "secondary")
+retryThree = Button("Retry Clearview · $2,100", null, "secondary")
+retryFour = Button("Retry Mosaic · $1,475", null, "secondary")
+adoptionSection = Card([adoptionHeader, adoptionChart], "clear", "column", "m")
+adoptionHeader = CardHeader("Newest feature adoption", "Share of eligible active accounts using each feature")
+adoptionChart = HorizontalBarChart(["AI Workflow Builder", "Advanced Audit Logs", "Custom Dashboards"], [adoptionSeries], "grouped", "Adoption rate (%)", "Feature")
+adoptionSeries = Series("Adoption", [62, 44, 37])
+adminActions = Card([inviteAdmin], "sunk", "row", "m", "center", "between")
+inviteAdmin = DialogBlock("Invite another admin", "Invite an administrator", "Grant a teammate access to manage the SaaS account.", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [adminNameField, adminEmailField, adminRoleField])
+adminNameField = FormControl("Full name", adminNameInput)
+adminNameInput = Input("admin_name", "Jordan Lee", "text")
+adminEmailField = FormControl("Work email", adminEmailInput, "An invitation link will be sent to this address")
+adminEmailInput = Input("admin_email", "jordan@company.com", "email")
+adminRoleField = FormControl("Admin role", adminRoleSelect)
+adminRoleSelect = Select("admin_role", [roleSuper, roleBilling, roleSupport], "Choose a role")
+roleSuper = SelectItem("super-admin", "Super admin")
+roleBilling = SelectItem("billing-admin", "Billing admin")
+roleSupport = SelectItem("support-admin", "Support admin")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invitation", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-city__r1.txt
new file mode 100644
index 000000000..ace6b702c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-city__r1.txt
@@ -0,0 +1,162 @@
+root = Card([header, weather, districtFocus, liveSection, congestionCard, transitCard, airCard, energyCard, waterCard, incidentsCard, deploymentsCard, parkingCard, eventsCard, reportsCard, backlogCard, roadworksCard, maintenanceCard, actionsSection, dispatchForm, alertForm], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide conditions, operations, and public services • Updated 10:42")
+weather = Callout("info", "Current weather", "18°C, partly cloudy • Feels like 17°C • Wind W 14 km/h • Humidity 61% • Rain chance 20%")
+districtFocus = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on one district", districtSelect, "Filters operational views to the selected district")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest], "Select district", null, "all")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtButtons = Buttons([districtApply, districtReset])
+districtApply = Button("Apply district focus", null, "primary")
+districtReset = Button("Reset", null, "tertiary")
+liveSection = Heading("Live city conditions", "h2")
+congestionCard = Card([congestionHeader, congestionStatus, congestionChart, congestionNote], "card", "column", "m")
+congestionHeader = CardHeader("Congestion right now", "Average network speed: 28 km/h • Congestion index: 67/100")
+congestionStatus = Alert("Heavy congestion", "Central Avenue and River Bridge are experiencing delays of 18–24 minutes.", "warning")
+congestionChart = HorizontalBarChart(["Central Avenue", "River Bridge", "Market Street", "North Parkway", "Harbor Road"], [congestionSeries], "grouped", "Congestion index", "Corridor")
+congestionSeries = Series("Current", [91, 86, 68, 49, 37])
+congestionNote = TextContent("Trend: 8% worse than the same time last Tuesday.", "small")
+transitCard = Card([transitHeader, transitChart, transitTable], "card", "column", "m")
+transitHeader = CardHeader("Transit punctuality", "Citywide on-time performance: 84.7%")
+transitChart = BarChart(["Metro", "Bus", "Tram", "Commuter rail"], [transitSeries], "grouped", "Mode", "On-time %")
+transitSeries = Series("On time", [91, 79, 86, 88])
+transitTable = Table([transitRoute, transitPerformance, transitDelay])
+transitRoute = Col("Affected route", ["Bus 14", "Bus 22", "Green Line", "Tram T3"])
+transitPerformance = Col("On time", ["61%", "69%", "74%", "78%"])
+transitDelay = Col("Primary issue", ["Collision diversion", "Operator shortage", "Signal fault", "Crowding"])
+airCard = Card([airHeader, airChart, airTable], "card", "column", "m")
+airHeader = CardHeader("Air quality by district", "AQI scale: lower is better")
+airChart = BarChart(["Central", "North", "East", "South", "West"], [airSeries], "grouped", "District", "AQI")
+airSeries = Series("AQI", [72, 41, 58, 84, 36])
+airTable = Table([airDistrict, airAqi, airLevel])
+airDistrict = Col("District", ["Central", "North", "East", "South", "West"])
+airAqi = Col("AQI", [72, 41, 58, 84, 36], "number")
+airLevel = Col("Condition", ["Moderate", "Good", "Moderate", "Moderate", "Good"])
+energyCard = Card([energyHeader, energyChart, energySummary], "card", "column", "m")
+energyHeader = CardHeader("Energy use over the past week", "Municipal and grid demand")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy use", [1840, 1915, 1888, 2012, 2075, 1760, 1698])
+energySummary = TextContent("Weekly total: 13,188 MWh • Peak: Friday at 2,075 MWh • 3.4% below last week.", "small")
+waterCard = Card([waterHeader, waterProgress, waterChart, waterAlert], "card", "column", "m")
+waterHeader = CardHeader("Water use today", "Current total: 148.2 million liters")
+waterProgress = Progress(62, "62% of daily forecast used")
+waterChart = BarChart(["00–04", "04–08", "08–12", "12–Now"], [waterSeries], "grouped", "Time", "Million liters")
+waterSeries = Series("Consumption", [21.4, 34.8, 52.1, 39.9])
+waterAlert = Callout("neutral", "Demand status", "Usage is 2.1% above the seasonal weekday average; reservoir supply remains normal.")
+incidentsCard = Card([incidentsHeader, incidentsTable], "card", "column", "m")
+incidentsHeader = CardHeader("Open incidents", "6 active • 2 high severity")
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentDistrict, incidentSeverity, incidentAge])
+incidentId = Col("ID", ["INC-2841", "INC-2838", "INC-2834", "INC-2829", "INC-2827", "INC-2821"])
+incidentType = Col("Incident", ["Water main break", "Traffic collision", "Signal outage", "Fallen tree", "Gas odor", "Street flooding"])
+incidentLocation = Col("Location", ["8th St & Pine Ave", "River Bridge eastbound", "Market St & 3rd", "44 North Parkway", "210 Harbor Rd", "Lake Ave underpass"])
+incidentDistrict = Col("District", ["Central", "East", "Central", "North", "West", "South"])
+incidentSeverity = Col("Severity", ["High", "High", "Medium", "Medium", "Medium", "Low"])
+incidentAge = Col("Open", ["18 min", "27 min", "42 min", "1 hr", "1 hr 12 min", "2 hr 5 min"])
+deploymentsCard = Card([deploymentsHeader, deploymentsTable], "card", "column", "m")
+deploymentsHeader = CardHeader("Emergency vehicle deployments", "Live assigned units")
+deploymentsTable = Table([deploymentUnit, deploymentService, deploymentLocation, deploymentAssignment, deploymentStatus])
+deploymentUnit = Col("Unit", ["E-12", "M-7", "P-31", "R-4", "E-9", "M-11"])
+deploymentService = Col("Service", ["Fire", "EMS", "Police", "Rescue", "Fire", "EMS"])
+deploymentLocation = Col("Deployed at", ["8th St & Pine Ave", "River Bridge", "Central Station", "Lake Ave underpass", "Harbor industrial zone", "North Parkway"])
+deploymentAssignment = Col("Assignment", ["Water main support", "Collision response", "Downtown patrol", "Flood standby", "Gas odor investigation", "Medical response"])
+deploymentStatus = Col("Status", ["On scene", "On scene", "Available", "Staging", "En route", "En route"])
+parkingCard = Card([parkingHeader, parkingChart, parkingTable], "card", "column", "m")
+parkingHeader = CardHeader("Downtown parking availability", "1,126 of 3,240 monitored spaces available")
+parkingChart = HorizontalBarChart(["Civic Center Garage", "Market Square", "Riverfront Garage", "Central Station", "Library Garage"], [parkingSeries], "grouped", "Spaces available", "Facility")
+parkingSeries = Series("Available", [312, 84, 267, 119, 344])
+parkingTable = Table([parkingFacility, parkingAvailability, parkingOccupancy])
+parkingFacility = Col("Facility", ["Civic Center Garage", "Market Square", "Riverfront Garage", "Central Station", "Library Garage"])
+parkingAvailability = Col("Available", [312, 84, 267, 119, 344], "number")
+parkingOccupancy = Col("Occupancy", ["61%", "86%", "55%", "80%", "51%"])
+eventsCard = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Public events this weekend", "Permit-approved events affecting city operations")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Riverfront Music Festival", "Saturday 12:00–22:00 • Riverfront Park • 18,000 expected • Harbor Road closure")
+eventTwo = ListItem("Downtown Farmers Market", "Saturday 08:00–14:00 • Market Square • 4,500 expected")
+eventThree = ListItem("City Half Marathon", "Sunday 06:00–12:00 • Central, East, and South • Rolling road closures")
+eventFour = ListItem("North District Cultural Fair", "Sunday 11:00–19:00 • Unity Plaza • 7,000 expected")
+reportsCard = Card([reportsHeader, reportsStatus, reportsList], "card", "column", "m")
+reportsHeader = CardHeader("Citizen reports", "Incoming live feed • 23 reports in the last hour")
+reportsStatus = Badge("Live", "destructive")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive], "number")
+reportOne = ListItem("Pothole obstructing bike lane", "10:41 • 600 block of Oak Street, North • Photo attached")
+reportTwo = ListItem("Traffic light cycling incorrectly", "10:39 • 3rd Street & Market, Central • 4 confirmations")
+reportThree = ListItem("Overflowing public bin", "10:36 • Riverfront Promenade, East")
+reportFour = ListItem("Low water pressure", "10:33 • Cedar neighborhood, West • 7 households")
+reportFive = ListItem("Streetlight out", "10:29 • 18 Lake Avenue, South")
+backlogCard = Card([backlogHeader, backlogChart, backlogTable], "card", "column", "m")
+backlogHeader = CardHeader("Service request backlog", "1,284 open requests • 312 beyond target")
+backlogChart = HorizontalBarChart(["Roads", "Sanitation", "Streetlights", "Water", "Parks"], [backlogOpen, backlogOverdue], "stacked", "Requests", "Service")
+backlogOpen = Series("Within target", [264, 198, 173, 121, 216])
+backlogOverdue = Series("Overdue", [104, 67, 59, 48, 34])
+backlogTable = Table([backlogService, backlogCount, backlogOldest])
+backlogService = Col("Service", ["Roads", "Sanitation", "Streetlights", "Water", "Parks"])
+backlogCount = Col("Open", [368, 265, 232, 169, 250], "number")
+backlogOldest = Col("Oldest request", ["19 days", "12 days", "16 days", "8 days", "14 days"])
+roadworksCard = Card([roadworksHeader, roadworksTable], "card", "column", "m")
+roadworksHeader = CardHeader("Roadworks planned this month", "Approved works with expected traffic impact")
+roadworksTable = Table([roadworkDates, roadworkLocation, roadworkScope, roadworkDistrict, roadworkImpact])
+roadworkDates = Col("Dates", ["Aug 20–23", "Aug 21–30", "Aug 24–25", "Aug 26–Sep 4", "Aug 29–31"])
+roadworkLocation = Col("Location", ["North Parkway", "Market Street", "River Bridge", "Harbor Road", "Lake Avenue"])
+roadworkScope = Col("Work", ["Resurfacing", "Water pipe renewal", "Expansion joint inspection", "Utility trenching", "Signal modernization"])
+roadworkDistrict = Col("District", ["North", "Central", "East", "West", "South"])
+roadworkImpact = Col("Impact", ["Night closures", "One lane closed", "Weekend closure", "Alternating traffic", "Intersection closures"])
+maintenanceCard = Card([maintenanceHeader, maintenanceAlert, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("Infrastructure jobs due for maintenance", "Assets requiring action within 30 days")
+maintenanceAlert = Alert("Overdue work", "Three high-priority maintenance jobs are past due.", "warning")
+maintenanceTable = Table([maintenanceAsset, maintenanceJob, maintenanceLocation, maintenanceDue, maintenancePriority])
+maintenanceAsset = Col("Asset", ["Pump Station PS-04", "Bridge BR-17", "Substation ES-09", "Reservoir Valve RV-22", "Traffic Controller TC-118", "Storm Drain SD-441"])
+maintenanceJob = Col("Job", ["Pump overhaul", "Bearing inspection", "Transformer oil test", "Valve exercise", "Cabinet replacement", "Jet cleaning"])
+maintenanceLocation = Col("Location", ["South District", "River Bridge", "Central District", "West District", "Market & 3rd", "Lake underpass"])
+maintenanceDue = Col("Due", ["Overdue 6 days", "Overdue 3 days", "Overdue 1 day", "Aug 22", "Aug 25", "Aug 28"])
+maintenancePriority = Col("Priority", ["High", "High", "High", "Medium", "Medium", "Low"])
+actionsSection = Heading("Operational actions", "h2")
+dispatchForm = Form("crew-dispatch", dispatchButtons, [dispatchIncidentField, dispatchCrewField, dispatchPriorityField, dispatchInstructionsField])
+dispatchIncidentField = FormControl("Incident or job", dispatchIncidentInput, "Enter an incident ID, maintenance asset, or location")
+dispatchIncidentInput = Input("dispatch_target", "INC-2841 or 8th St & Pine Ave")
+dispatchCrewField = FormControl("Crew", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew", [crewRoads, crewWater, crewElectrical, crewForestry, crewMulti], "Select available crew")
+crewRoads = SelectItem("roads-3", "Roads Crew 3 • Available")
+crewWater = SelectItem("water-7", "Water Crew 7 • Available in 12 min")
+crewElectrical = SelectItem("electrical-2", "Electrical Crew 2 • Available")
+crewForestry = SelectItem("forestry-1", "Forestry Crew 1 • Available in 20 min")
+crewMulti = SelectItem("multi-5", "Multi-service Crew 5 • Available")
+dispatchPriorityField = FormControl("Dispatch priority", dispatchPriority)
+dispatchPriority = RadioGroup("dispatch_priority", [priorityEmergency, priorityUrgent, priorityRoutine], "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate threat to life or critical infrastructure", "emergency")
+priorityUrgent = RadioItem("Urgent", "Respond as soon as possible", "urgent")
+priorityRoutine = RadioItem("Routine", "Schedule within normal service targets", "routine")
+dispatchInstructionsField = FormControl("Crew instructions", dispatchInstructions)
+dispatchInstructions = TextArea("dispatch_instructions", "Add access details, hazards, equipment, or contact information", 3)
+dispatchButtons = Buttons([dispatchSubmit, dispatchClear])
+dispatchSubmit = Button("Dispatch crew", null, "primary")
+dispatchClear = Button("Clear", null, "tertiary")
+alertForm = Form("public-alert", alertButtons, [alertAreaField, alertChannelField, alertSeverityField, alertMessageField])
+alertAreaField = FormControl("Alert area", alertArea)
+alertArea = Select("alert_area", [alertCitywide, alertCentral, alertNorth, alertEast, alertSouth, alertWest], "Choose affected area")
+alertCitywide = SelectItem("citywide", "Citywide")
+alertCentral = SelectItem("central", "Central District")
+alertNorth = SelectItem("north", "North District")
+alertEast = SelectItem("east", "East District")
+alertSouth = SelectItem("south", "South District")
+alertWest = SelectItem("west", "West District")
+alertChannelField = FormControl("Channels", alertChannels)
+alertChannels = CheckBoxGroup("alert_channels", [channelSms, channelApp, channelWeb, channelSigns])
+channelSms = CheckBoxItem("SMS", "Send to subscribed mobile numbers", "sms", true)
+channelApp = CheckBoxItem("City app", "Send a push notification", "app", true)
+channelWeb = CheckBoxItem("Website", "Post to the city alert banner", "web", true)
+channelSigns = CheckBoxItem("Road signs", "Display on variable-message signs", "signs", false)
+alertSeverityField = FormControl("Alert severity", alertSeverity)
+alertSeverity = RadioGroup("alert_severity", [alertInfo, alertWarning, alertCritical], "warning")
+alertInfo = RadioItem("Information", "General public information", "information")
+alertWarning = RadioItem("Warning", "Action may be required", "warning")
+alertCritical = RadioItem("Critical", "Immediate protective action required", "critical")
+alertMessageField = FormControl("Public message", alertMessage, "Use plain language and include the affected area, timing, and required action")
+alertMessage = TextArea("alert_message", "Example: Avoid River Bridge eastbound until 12:30 due to a collision. Use Harbor Road as an alternate route.", 5)
+alertButtons = Buttons([alertPreview, alertSend])
+alertPreview = Button("Preview alert", null, "secondary")
+alertSend = Button("Send public alert", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-city__r2.txt
new file mode 100644
index 000000000..6a0f7c8ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-city__r2.txt
@@ -0,0 +1,136 @@
+root = Card([header, statusRow, districtForm, separatorOne, liveHeading, liveGrid, separatorTwo, resourcesHeading, resourcesGrid, separatorThree, operationsHeading, incidentsTable, deploymentsTable, citizenReports, separatorFour, planningHeading, planningGrid, separatorFive, actionsHeading, actionGrid], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live situational overview • Updated 18 Aug 2026, 14:32")
+statusRow = Card([weather, congestion, transit, water], "card", "row", "m", "stretch", "between", true)
+weather = TextCallout("info", "Current weather", "24°C • Partly cloudy • Wind 14 km/h SW • Rain risk 20%")
+congestion = TextCallout("warning", "Congestion right now", "Citywide index 68/100 • Heavy on Central Avenue and River Bridge")
+transit = TextCallout("success", "Transit punctuality", "89% on time • Bus 87% • Metro 94% • Tram 86%")
+water = TextCallout("neutral", "Water use today", "184 ML used • 61% of daily forecast • 3% below typical")
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on one district", districtSelect, "Apply a district filter to the operational view")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest, districtHarbor], "Choose district", null, "all", "medium")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtHarbor = SelectItem("harbor", "Harbor")
+districtButtons = Buttons([applyDistrict, clearDistrict])
+applyDistrict = Button("Apply focus", null, "primary")
+clearDistrict = Button("Clear focus", null, "tertiary")
+separatorOne = Separator("horizontal", true)
+liveHeading = Heading("Live city conditions", "h2")
+liveGrid = Card([airCard, energyCard], "clear", "row", "l", "stretch", "between", true)
+airCard = Card([airTitle, airChart], "card", "column", "m")
+airTitle = CardHeader("Air quality by district", "AQI • Lower is better")
+airChart = HorizontalBarChart(["Central", "North", "East", "South", "West", "Harbor"], [airSeries], "grouped", "AQI", "District")
+airSeries = Series("Current AQI", [72, 41, 58, 36, 47, 81])
+energyCard = Card([energyTitle, energyChart], "card", "column", "m")
+energyTitle = CardHeader("Energy use over the past week", "Municipal and citywide demand • GWh")
+energyChart = LineChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], [energySeries], "natural", "Day", "GWh")
+energySeries = Series("Energy use", [38.4, 39.1, 40.2, 35.8, 34.9, 41.3, 40.6])
+separatorTwo = Separator("horizontal", true)
+resourcesHeading = Heading("Mobility and public activity", "h2")
+resourcesGrid = Card([parkingCard, eventsCard], "clear", "row", "l", "stretch", "between", true)
+parkingCard = Card([parkingTitle, parkingProgress, parkingTable], "card", "column", "m")
+parkingTitle = CardHeader("Downtown parking availability", "2,140 monitored spaces")
+parkingProgress = Progress(37, "37% available • 792 spaces")
+parkingTable = Table([parkingFacility, parkingSpaces, parkingStatus])
+parkingFacility = Col("Facility", ["Civic Center Garage", "Market Street Deck", "Riverfront Lot", "Central Station"])
+parkingSpaces = Col("Available", [214, 98, 361, 119], "number")
+parkingStatus = Col("Status", ["Moderate", "Limited", "Good", "Moderate"])
+eventsCard = Card([eventsTitle, eventsList], "card", "column", "m")
+eventsTitle = CardHeader("Public events this weekend", "Permitted events affecting city services")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Riverfront Summer Festival", "Sat 10:00–22:00 • Riverfront Park • 18,000 expected")
+eventTwo = ListItem("Downtown 10K", "Sun 07:00–11:00 • Central and West • Rolling road closures")
+eventThree = ListItem("Harbor Night Market", "Sat 17:00–23:00 • Pier District • 6,500 expected")
+eventFour = ListItem("Northside Community Fair", "Sun 11:00–18:00 • North Commons • 3,000 expected")
+separatorThree = Separator("horizontal", true)
+operationsHeading = Heading("Active operations", "h2")
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentSeverity, incidentAge, incidentStatus])
+incidentId = Col("Incident", ["INC-4821", "INC-4819", "INC-4816", "INC-4812", "INC-4808"])
+incidentType = Col("Type", ["Traffic collision", "Water main leak", "Signal outage", "Building fire", "Fallen tree"])
+incidentLocation = Col("Location", ["Central Ave & 8th St", "42 Harbor Road", "East Blvd & Pine St", "1180 North Street", "West Park Drive"])
+incidentSeverity = Col("Severity", ["High", "Medium", "Medium", "Critical", "Low"])
+incidentAge = Col("Open for", ["18 min", "43 min", "1 hr 12 min", "9 min", "2 hr 05 min"])
+incidentStatus = Col("Status", ["Units on scene", "Crew assigned", "Technician en route", "Active response", "Awaiting crew"])
+deploymentsTable = Table([vehicleUnit, vehicleType, vehicleLocation, vehicleAssignment, vehicleEta])
+vehicleUnit = Col("Unit", ["FIRE-12", "EMS-07", "POL-24", "RESCUE-3", "FIRE-08", "EMS-14"])
+vehicleType = Col("Vehicle", ["Engine", "Ambulance", "Patrol", "Heavy rescue", "Ladder", "Ambulance"])
+vehicleLocation = Col("Deployed at", ["1180 North Street", "Central Ave & 8th St", "Riverfront Park", "1180 North Street", "North St & 12th Ave", "Downtown 10K staging"])
+vehicleAssignment = Col("Assignment", ["Building fire", "Traffic collision", "Event readiness", "Building fire", "Fire coverage", "Event medical post"])
+vehicleEta = Col("Status / ETA", ["On scene", "On scene", "Staged", "4 min", "Available nearby", "Staged"])
+citizenReports = Card([reportsTitle, reportsList], "card", "column", "m")
+reportsTitle = CardHeader("Citizen reports as they come in", "Live 311 and mobile-app intake")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour], "number")
+reportOne = ListItem("Street flooding reported", "14:31 • Oak Street underpass, South • Photo attached")
+reportTwo = ListItem("Traffic light cycling incorrectly", "14:29 • 5th Avenue & King Street, Central")
+reportThree = ListItem("Overflowing public bin", "14:27 • Harbor Promenade entrance")
+reportFour = ListItem("Large pothole in travel lane", "14:23 • West Boulevard near 19th Street")
+separatorFour = Separator("horizontal", true)
+planningHeading = Heading("Backlog and planned work", "h2")
+planningGrid = Card([backlogCard, roadworksCard, maintenanceCard], "clear", "row", "l", "stretch", "between", true)
+backlogCard = Card([backlogTitle, backlogChart, backlogAlert], "card", "column", "m")
+backlogTitle = CardHeader("Service request backlog", "Open requests by service • 1,284 total")
+backlogChart = HorizontalBarChart(["Road repair", "Waste collection", "Street lighting", "Trees & parks", "Water services"], [backlogSeries], "grouped", "Open requests", "Service")
+backlogSeries = Series("Backlog", [412, 286, 231, 198, 157])
+backlogAlert = Alert("Oldest request: 19 days", "Road repair backlog is 12% above the monthly target.", "warning")
+roadworksCard = Card([roadworksTitle, roadworksTable], "card", "column", "m")
+roadworksTitle = CardHeader("Roadworks planned this month", "Upcoming starts and traffic impacts")
+roadworksTable = Table([roadName, roadDistrict, roadDates, roadImpact])
+roadName = Col("Project", ["Central Ave resurfacing", "Harbor Road utilities", "West Boulevard cycle lane", "North Street bridge joints"])
+roadDistrict = Col("District", ["Central", "Harbor", "West", "North"])
+roadDates = Col("Dates", ["20–24 Aug", "22–29 Aug", "25–31 Aug", "27–30 Aug"])
+roadImpact = Col("Impact", ["Night closures", "One lane closed", "Parking suspended", "Weekend detour"])
+maintenanceCard = Card([maintenanceTitle, maintenanceTable], "card", "column", "m")
+maintenanceTitle = CardHeader("Infrastructure jobs due for maintenance", "Due within 30 days")
+maintenanceTable = Table([assetName, assetLocation, assetDue, assetPriority])
+assetName = Col("Asset / job", ["Pump Station PS-14", "River Bridge inspection", "Substation E-07", "Storm drain cleaning", "Traffic cabinet TC-221"])
+assetLocation = Col("Location", ["South district", "Central–Harbor link", "East district", "North industrial area", "West Blvd & 11th"])
+assetDue = Col("Due", ["19 Aug", "21 Aug", "24 Aug", "26 Aug", "30 Aug"])
+assetPriority = Col("Priority", ["High", "Critical", "Medium", "High", "Medium"])
+separatorFive = Separator("horizontal", true)
+actionsHeading = Heading("Operational actions", "h2")
+actionGrid = Card([dispatchForm, alertForm], "clear", "row", "l", "stretch", "between", true)
+dispatchForm = Form("dispatch-crew", dispatchButtons, [dispatchIncidentField, dispatchCrewField, dispatchPriorityField, dispatchNotesField])
+dispatchIncidentField = FormControl("Incident or job", dispatchIncidentInput, "Enter an incident ID, asset, or location")
+dispatchIncidentInput = Input("dispatch_target", "e.g. INC-4819 or Pump Station PS-14")
+dispatchCrewField = FormControl("Crew", dispatchCrewSelect)
+dispatchCrewSelect = Select("crew", [crewRoads, crewWater, crewElectrical, crewParks, crewGeneral], "Select available crew")
+crewRoads = SelectItem("roads-2", "Roads Crew 2 • Available")
+crewWater = SelectItem("water-5", "Water Crew 5 • Available")
+crewElectrical = SelectItem("electrical-3", "Electrical Crew 3 • 12 min")
+crewParks = SelectItem("parks-1", "Parks Crew 1 • Available")
+crewGeneral = SelectItem("general-4", "General Response 4 • 8 min")
+dispatchPriorityField = FormControl("Dispatch priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("dispatch_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "urgent")
+priorityRoutine = RadioItem("Routine", "Standard response queue", "routine")
+priorityUrgent = RadioItem("Urgent", "Expedited operational response", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate dispatch and supervisor notification", "emergency")
+dispatchNotesField = FormControl("Crew instructions", dispatchNotes)
+dispatchNotes = TextArea("dispatch_notes", "Access details, hazards, equipment, or contact information", 3)
+dispatchButtons = Buttons([dispatchButton, dispatchCancel])
+dispatchButton = Button("Dispatch crew", null, "primary")
+dispatchCancel = Button("Clear", null, "tertiary")
+alertForm = Form("public-alert", alertButtons, [alertAreaField, alertChannelField, alertMessageField])
+alertAreaField = FormControl("Alert area", alertAreaSelect)
+alertAreaSelect = Select("alert_area", [alertCitywide, alertCentral, alertNorth, alertEast, alertSouth, alertWest, alertHarbor], "Select affected area")
+alertCitywide = SelectItem("citywide", "Citywide")
+alertCentral = SelectItem("central", "Central district")
+alertNorth = SelectItem("north", "North district")
+alertEast = SelectItem("east", "East district")
+alertSouth = SelectItem("south", "South district")
+alertWest = SelectItem("west", "West district")
+alertHarbor = SelectItem("harbor", "Harbor district")
+alertChannelField = FormControl("Channels", alertChannels)
+alertChannels = CheckBoxGroup("alert_channels", [channelSms, channelApp, channelWeb, channelSigns])
+channelSms = CheckBoxItem("SMS", "Send to opted-in mobile numbers", "sms", true)
+channelApp = CheckBoxItem("City app", "Push notification to app users", "app", true)
+channelWeb = CheckBoxItem("Website", "Publish on the city alert banner", "web", true)
+channelSigns = CheckBoxItem("Road signs", "Display on compatible variable-message signs", "signs", false)
+alertMessageField = FormControl("Public alert message", alertMessage, "Use plain language and include location, timing, and required action")
+alertMessage = TextArea("alert_message", "Enter the message residents will receive", 5)
+alertButtons = Buttons([previewAlert, sendAlert])
+previewAlert = Button("Preview alert", null, "secondary")
+sendAlert = Button("Send public alert", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-city__r3.txt
new file mode 100644
index 000000000..877c75ec5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-city__r3.txt
@@ -0,0 +1,158 @@
+root = Card([header, statusRow, districtForm, mobilityCard, environmentCard, utilitiesCard, safetyCard, operationsCard, communityCard, planningCard, actionCard], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide command view • Updated 18 Aug 2026, 14:32")
+statusRow = Card([weather, cityStatus, activeIncidents, backlogStatus], "sunk", "row", "m", "stretch", "between", true)
+weather = TextCallout("info", "Current weather", "24°C • Partly cloudy • Wind SW 14 km/h • Rain chance 20%")
+cityStatus = TextCallout("warning", "Congestion right now", "High • Citywide speed 27 km/h • 18% slower than normal")
+activeIncidents = TextCallout("danger", "Open incidents", "7 active • 2 high severity")
+backlogStatus = TextCallout("neutral", "Service backlog", "486 open • 38 overdue")
+
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on one district", districtSelect, "Apply a district filter to the operational view")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest], "Choose district")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtButtons = Buttons([applyDistrict, clearDistrict])
+applyDistrict = Button("Focus district", null, "primary")
+clearDistrict = Button("Clear focus", null, "tertiary")
+
+mobilityCard = Card([mobilityHeader, congestionChart, transitHeader, transitTable, parkingHeader, parkingProgress, parkingTable], "card", "column", "m")
+mobilityHeader = CardHeader("Mobility", "Live road, transit, and downtown parking conditions")
+congestionChart = BarChart(["Central", "North", "East", "South", "West"], [congestionSeries], "grouped", "District", "Congestion index")
+congestionSeries = Series("Current congestion", [82, 48, 67, 39, 56])
+transitHeader = Heading("Transit punctuality", "h3")
+transitTable = Table([transitMode, transitOnTime, transitTrend])
+transitMode = Col("Service", ["Metro", "Bus", "Tram", "Commuter rail"])
+transitOnTime = Col("On time", ["91%", "84%", "88%", "93%"])
+transitTrend = Col("Status", ["Stable", "Down 3 pts", "Up 1 pt", "Stable"])
+parkingHeader = Heading("Downtown parking availability", "h3")
+parkingProgress = Progress(31, "1,240 of 4,000 spaces available • 31%")
+parkingTable = Table([parkingFacility, parkingSpaces, parkingOccupancy])
+parkingFacility = Col("Facility", ["Civic Center Garage", "Market Street Deck", "Riverfront Lot", "Central Station"])
+parkingSpaces = Col("Available", [286, 174, 512, 268], "number")
+parkingOccupancy = Col("Occupancy", ["76%", "84%", "49%", "68%"])
+
+environmentCard = Card([environmentHeader, airChart, airTable], "card", "column", "m")
+environmentHeader = CardHeader("Air quality by district", "AQI readings from the latest monitoring cycle")
+airChart = HorizontalBarChart(["Central", "North", "East", "South", "West"], [airSeries], "grouped", "AQI", "District")
+airSeries = Series("AQI", [72, 41, 89, 53, 46])
+airTable = Table([airDistrict, airAqi, airRating, airPollutant])
+airDistrict = Col("District", ["Central", "North", "East", "South", "West"])
+airAqi = Col("AQI", [72, 41, 89, 53, 46], "number")
+airRating = Col("Rating", ["Moderate", "Good", "Moderate", "Moderate", "Good"])
+airPollutant = Col("Primary pollutant", ["PM2.5", "Ozone", "PM2.5", "Ozone", "PM2.5"])
+
+utilitiesCard = Card([utilitiesHeader, energyHeading, energyChart, waterHeading, waterProgress, waterTable], "card", "column", "m")
+utilitiesHeader = CardHeader("Utilities", "Energy over the past week and water use today")
+energyHeading = Heading("Energy use over the past week", "h3")
+energyChart = AreaChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City energy use", [1840, 1915, 1882, 1690, 1645, 1978, 2024])
+waterHeading = Heading("Water use today", "h3")
+waterProgress = Progress(68, "68% of daily forecast used • 42.8 ML")
+waterTable = Table([waterMetric, waterValue])
+waterMetric = Col("Metric", ["Used since midnight", "Daily forecast", "Current flow", "Leakage estimate"])
+waterValue = Col("Value", ["42.8 ML", "63.0 ML", "2.1 ML/hour", "5.4%"])
+
+safetyCard = Card([safetyHeader, incidentsTable, deploymentHeading, deploymentTable], "card", "column", "m")
+safetyHeader = CardHeader("Public safety", "Open incidents and emergency vehicle deployment")
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentSeverity, incidentAge])
+incidentId = Col("Incident", ["INC-2841", "INC-2838", "INC-2835", "INC-2829", "INC-2824", "INC-2817", "INC-2811"])
+incidentType = Col("Type", ["Building fire", "Gas leak", "Traffic collision", "Flooded underpass", "Signal outage", "Medical assist", "Fallen tree"])
+incidentLocation = Col("Location", ["18 King St, Central", "Harbor Rd & Pier 4, East", "Oak Ave & 7th, North", "Canal Blvd, South", "Union Sq, Central", "Westfield Park, West", "Lake Dr, North"])
+incidentSeverity = Col("Severity", ["Critical", "High", "High", "Medium", "Medium", "Low", "Low"])
+incidentAge = Col("Open for", ["12 min", "24 min", "31 min", "48 min", "1 hr 06 min", "1 hr 18 min", "2 hr 04 min"])
+deploymentHeading = Heading("Emergency vehicles deployed", "h3")
+deploymentTable = Table([vehicleUnit, vehicleKind, vehicleDeployment, vehicleStatus])
+vehicleUnit = Col("Unit", ["Engine 12", "Ladder 3", "Medic 7", "Rescue 2", "Police 214", "Police 307", "Utility Response 5"])
+vehicleKind = Col("Type", ["Fire engine", "Ladder truck", "Ambulance", "Heavy rescue", "Patrol", "Patrol", "Utility response"])
+vehicleDeployment = Col("Deployed to", ["18 King St", "18 King St", "Oak Ave & 7th", "Harbor Rd & Pier 4", "Canal Blvd", "Union Sq", "Lake Dr"])
+vehicleStatus = Col("Status", ["On scene", "En route", "On scene", "En route", "Traffic control", "On scene", "Assigned"])
+
+operationsCard = Card([operationsHeader, reportsHeading, reportsList, backlogHeading, backlogChart, backlogTable], "card", "column", "m")
+operationsHeader = CardHeader("Operations queue", "Incoming citizen reports and service request backlog")
+reportsHeading = Heading("Citizen reports as they come in", "h3")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive], "number")
+reportOne = ListItem("Streetlight out", "14:31 • 220 Pine St, Central • Photo attached")
+reportTwo = ListItem("Blocked storm drain", "14:29 • Maple Rd & 2nd, South • Water pooling")
+reportThree = ListItem("Illegal dumping", "14:27 • Service alley behind 81 Harbor Rd, East")
+reportFour = ListItem("Pothole", "14:24 • Northbound Lake Dr near Elm Ave, North")
+reportFive = ListItem("Graffiti on bus shelter", "14:20 • Westfield Station, West")
+backlogHeading = Heading("Service request backlog", "h3")
+backlogChart = HorizontalBarChart(["Roads", "Sanitation", "Lighting", "Parks", "Water"], [backlogSeries], "grouped", "Open requests", "Service")
+backlogSeries = Series("Open requests", [142, 96, 88, 74, 86])
+backlogTable = Table([backlogService, backlogOpen, backlogOverdue, backlogOldest])
+backlogService = Col("Service", ["Roads", "Sanitation", "Lighting", "Parks", "Water"])
+backlogOpen = Col("Open", [142, 96, 88, 74, 86], "number")
+backlogOverdue = Col("Overdue", [14, 8, 5, 4, 7], "number")
+backlogOldest = Col("Oldest request", ["12 days", "8 days", "6 days", "9 days", "7 days"])
+
+communityCard = Card([communityHeader, eventsList], "card", "column", "m")
+communityHeader = CardHeader("Public events this weekend", "Expected attendance and operational impact")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Riverfront Music Festival", "Saturday 12:00–22:00 • Riverfront Park • 18,000 expected • Road closures")
+eventTwo = ListItem("City Marathon", "Sunday 07:00–13:00 • Central–West route • 12,500 expected • Major traffic impact")
+eventThree = ListItem("North District Farmers Market", "Saturday 08:00–14:00 • Civic Plaza • 3,000 expected")
+eventFour = ListItem("Harbor Night Market", "Sunday 16:00–21:00 • Pier 6 • 5,500 expected • Extra transit service")
+
+planningCard = Card([planningHeader, roadworksHeading, roadworksTable, maintenanceHeading, maintenanceTable], "card", "column", "m")
+planningHeader = CardHeader("Planned works and maintenance", "Scheduled activity requiring coordination")
+roadworksHeading = Heading("Roadworks planned this month", "h3")
+roadworksTable = Table([roadworkDates, roadworkLocation, roadworkScope, roadworkImpact])
+roadworkDates = Col("Dates", ["20–22 Aug", "23–29 Aug", "25–27 Aug", "28–31 Aug"])
+roadworkLocation = Col("Location", ["King St, 3rd–6th", "East Harbor Rd", "Lake Dr Bridge", "South Canal Blvd"])
+roadworkScope = Col("Work", ["Resurfacing", "Water main renewal", "Expansion joint repair", "Drainage upgrades"])
+roadworkImpact = Col("Impact", ["Night closure", "One lane each way", "Weekend closure", "Lane restrictions"])
+maintenanceHeading = Heading("Infrastructure jobs due for maintenance", "h3")
+maintenanceTable = Table([assetId, assetType, assetLocation, maintenanceDue, maintenancePriority])
+assetId = Col("Asset", ["PMP-044", "BRG-012", "SIG-188", "SUB-07", "HYD-231"])
+assetType = Col("Type", ["Storm pump", "Bridge", "Traffic signal", "Power substation", "Fire hydrant"])
+assetLocation = Col("Location", ["Canal Station, South", "Lake Dr, North", "Union Sq, Central", "Industrial Park, East", "Pine St, West"])
+maintenanceDue = Col("Due", ["Today", "20 Aug", "21 Aug", "24 Aug", "29 Aug"])
+maintenancePriority = Col("Priority", ["Urgent", "High", "High", "Medium", "Medium"])
+
+actionCard = Card([actionHeader, actionForms], "card", "column", "m")
+actionHeader = CardHeader("Command actions", "Dispatch field resources or issue a public message")
+actionForms = Card([dispatchForm, alertForm], "clear", "row", "l", "stretch", "between", true)
+dispatchForm = Form("crew-dispatch", dispatchButtons, [crewField, dispatchLocationField, dispatchTaskField, dispatchPriorityField])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewRoads, crewWater, crewElectrical, crewParks, crewSanitation], "Select available crew")
+crewRoads = SelectItem("roads-3", "Roads Crew 3 • Available")
+crewWater = SelectItem("water-2", "Water Crew 2 • Available")
+crewElectrical = SelectItem("electrical-5", "Electrical Crew 5 • Available")
+crewParks = SelectItem("parks-1", "Parks Crew 1 • Available")
+crewSanitation = SelectItem("sanitation-4", "Sanitation Crew 4 • Available")
+dispatchLocationField = FormControl("Dispatch location", dispatchLocationInput)
+dispatchLocationInput = Input("dispatch_location", "Street address or intersection")
+dispatchTaskField = FormControl("Task", dispatchTaskInput)
+dispatchTaskInput = TextArea("dispatch_task", "Describe the work required", 3)
+dispatchPriorityField = FormControl("Priority", dispatchPriority)
+dispatchPriority = RadioGroup("dispatch_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "routine")
+priorityRoutine = RadioItem("Routine", "Standard response target", "routine")
+priorityUrgent = RadioItem("Urgent", "Respond as soon as possible", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate dispatch", "emergency")
+dispatchButtons = Buttons([dispatchButton])
+dispatchButton = Button("Dispatch crew", null, "primary")
+
+alertForm = Form("public-alert", alertButtons, [alertAreaField, alertChannelField, alertMessageField])
+alertAreaField = FormControl("Alert area", alertAreaSelect)
+alertAreaSelect = Select("alert_area", [alertCitywide, alertCentral, alertNorth, alertEast, alertSouth, alertWest], "Choose audience")
+alertCitywide = SelectItem("citywide", "Citywide")
+alertCentral = SelectItem("central", "Central district")
+alertNorth = SelectItem("north", "North district")
+alertEast = SelectItem("east", "East district")
+alertSouth = SelectItem("south", "South district")
+alertWest = SelectItem("west", "West district")
+alertChannelField = FormControl("Channels", alertChannels)
+alertChannels = CheckBoxGroup("alert_channels", [channelSms, channelApp, channelWeb, channelBoards])
+channelSms = CheckBoxItem("SMS", "Send to subscribed mobile numbers", "sms", true)
+channelApp = CheckBoxItem("City app", "Push notification to app users", "app", true)
+channelWeb = CheckBoxItem("City website", "Publish an emergency banner", "web", true)
+channelBoards = CheckBoxItem("Roadside signs", "Display a shortened message", "boards", false)
+alertMessageField = FormControl("Public alert message", alertMessageInput, "Use clear instructions and include the affected location")
+alertMessageInput = TextArea("alert_message", "Enter the message residents will receive", 4)
+alertButtons = Buttons([previewAlert, sendAlert])
+previewAlert = Button("Preview alert", null, "secondary")
+sendAlert = Button("Send public alert", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-city__r4.txt
new file mode 100644
index 000000000..7a7ff8dac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-city__r4.txt
@@ -0,0 +1,171 @@
+root = Card([header, weather, districtFocus, liveOverview, congestionSection, transitSection, airSection, energySection, waterSection, incidentsSection, emergencySection, parkingSection, eventsSection, reportsSection, backlogSection, roadworksSection, maintenanceSection, operationsSection], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide conditions, infrastructure, and response coordination")
+weather = Alert("Current weather", "18°C, light rain · Feels like 17°C · Wind SW 18 km/h · 72% humidity · Rain easing by 15:00", "info")
+districtFocus = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on one district", districtSelect, "Filters operational views to the selected district")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest], "Select district", null, "all", "medium")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtButtons = Buttons([applyDistrict, resetDistrict])
+applyDistrict = Button("Apply focus", null, "primary")
+resetDistrict = Button("Reset", null, "tertiary")
+liveOverview = Card([congestionKpi, transitKpi, airKpi, waterKpi, parkingKpi, backlogKpi], "sunk", "row", "m", "stretch", "between", true)
+congestionKpi = TextCallout("warning", "Congestion now", "Citywide index 68/100 · 14% above normal")
+transitKpi = TextCallout("success", "Transit punctuality", "87% on time · Target 90%")
+airKpi = TextCallout("info", "Air quality", "Citywide AQI 54 · Moderate")
+waterKpi = TextCallout("neutral", "Water use today", "184 ML · 61% of daily forecast")
+parkingKpi = TextCallout("warning", "Downtown parking", "1,248 spaces free · 32% available")
+backlogKpi = TextCallout("warning", "Service backlog", "1,436 open · 128 overdue")
+congestionSection = Card([congestionHeader, congestionChart, congestionNote], "card", "column", "m")
+congestionHeader = CardHeader("Congestion right now", "Average corridor travel speed and current congestion index")
+congestionChart = HorizontalBarChart(["Central Loop", "Harbor Parkway", "North Avenue", "East Connector", "South Boulevard", "West Ring Road"], [congestionSeries], "grouped", "Congestion index", "Corridor")
+congestionSeries = Series("Index", [89, 78, 66, 61, 57, 49])
+congestionNote = Callout("warning", "Severe congestion", "Central Loop is operating at 18 km/h following a lane-blocking collision near 5th Street.")
+transitSection = Card([transitHeader, transitChart, transitTable], "card", "column", "m")
+transitHeader = CardHeader("Transit punctuality", "On-time performance during the current service period")
+transitChart = BarChart(["Metro", "Bus", "Tram", "Commuter Rail", "Ferry"], [punctualitySeries], "grouped", "Mode", "On-time %")
+punctualitySeries = Series("On time", [94, 82, 88, 91, 86])
+transitTable = Table([transitMode, transitStatus, transitDelay])
+transitMode = Col("Mode", ["Metro", "Bus", "Tram", "Commuter Rail", "Ferry"])
+transitStatus = Col("Status", ["Good", "Below target", "Watch", "Good", "Watch"])
+transitDelay = Col("Average delay", ["2 min", "7 min", "4 min", "3 min", "5 min"])
+airSection = Card([airHeader, airChart, airTable], "card", "column", "m")
+airHeader = CardHeader("Air quality by district", "Current Air Quality Index; lower is better")
+airChart = BarChart(["Central", "North", "East", "South", "West"], [airSeries], "grouped", "District", "AQI")
+airSeries = Series("AQI", [67, 42, 58, 71, 35])
+airTable = Table([airDistrict, airQuality, airPollutant])
+airDistrict = Col("District", ["Central", "North", "East", "South", "West"])
+airQuality = Col("Category", ["Moderate", "Good", "Moderate", "Moderate", "Good"])
+airPollutant = Col("Primary pollutant", ["PM2.5", "Ozone", "PM2.5", "NO₂", "Ozone"])
+energySection = Card([energyHeader, energyChart], "card", "column", "m")
+energyHeader = CardHeader("Energy use over the past week", "Municipal facilities and public infrastructure")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy use", [428, 445, 462, 451, 479, 392, 371])
+waterSection = Card([waterHeader, waterProgress, waterChart], "card", "column", "m")
+waterHeader = CardHeader("Water use today", "Hourly demand through 14:00")
+waterProgress = Progress(61, "184 ML used of 302 ML daily forecast")
+waterChart = LineChart(["00:00", "02:00", "04:00", "06:00", "08:00", "10:00", "12:00", "14:00"], [waterSeries], "natural", "Time", "ML per hour")
+waterSeries = Series("Demand", [7, 6, 6, 11, 17, 19, 21, 18])
+incidentsSection = Card([incidentsHeader, incidentsAlert, incidentsTable], "card", "column", "m")
+incidentsHeader = CardHeader("Open incidents", "Location and severity for active operational incidents")
+incidentsAlert = Alert("2 high-severity incidents", "Police, fire, traffic, and utility teams are coordinating response.", "warning")
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentDistrict, incidentSeverity, incidentAge])
+incidentId = Col("ID", ["INC-2841", "INC-2839", "INC-2837", "INC-2833", "INC-2828"])
+incidentType = Col("Incident", ["Traffic collision", "Water main break", "Signal outage", "Building fire", "Fallen tree"])
+incidentLocation = Col("Location", ["5th St & Market Ave", "2200 Harbor Pkwy", "East Rd & Pine St", "88 Mason Court", "West Ring near Exit 4"])
+incidentDistrict = Col("District", ["Central", "South", "East", "North", "West"])
+incidentSeverity = Col("Severity", ["High", "High", "Medium", "High", "Low"])
+incidentAge = Col("Open for", ["24 min", "51 min", "1 hr 12 min", "9 min", "2 hr 05 min"])
+emergencySection = Card([emergencyHeader, emergencyTable], "card", "column", "m")
+emergencyHeader = CardHeader("Emergency vehicle deployment", "Current unit assignments and locations")
+emergencyTable = Table([unitId, unitType, unitLocation, unitAssignment, unitStatus])
+unitId = Col("Unit", ["F-12", "F-08", "A-31", "A-17", "P-204", "P-118"])
+unitType = Col("Type", ["Fire engine", "Ladder truck", "Ambulance", "Ambulance", "Police", "Police"])
+unitLocation = Col("Deployed at", ["88 Mason Court", "North Station / 3rd Ave", "5th St & Market Ave", "2200 Harbor Pkwy", "Central Loop", "East Rd & Pine St"])
+unitAssignment = Col("Assignment", ["Building fire", "Fire coverage", "Traffic collision", "Water main injury standby", "Traffic control", "Signal outage traffic control"])
+unitStatus = Col("Status", ["On scene", "Available", "On scene", "Staged", "On scene", "On scene"])
+parkingSection = Card([parkingHeader, parkingProgress, parkingTable], "card", "column", "m")
+parkingHeader = CardHeader("Downtown parking availability", "Live occupancy from connected garages")
+parkingProgress = Progress(32, "1,248 of 3,900 spaces available")
+parkingTable = Table([garageName, garageFree, garageCapacity, garageTrend])
+garageName = Col("Facility", ["Civic Center", "Market Square", "Riverfront", "Central Station", "Library Garage"])
+garageFree = Col("Spaces free", [312, 148, 421, 96, 271], "number")
+garageCapacity = Col("Capacity", [850, 620, 980, 700, 750], "number")
+garageTrend = Col("Trend", ["Filling", "Nearly full", "Stable", "Nearly full", "Clearing"])
+eventsSection = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Public events this weekend", "Expected attendance and operational impact")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Riverfront Music Festival", "Saturday 12:00–22:00 · Riverfront Park · 18,000 expected · Major traffic impact")
+eventTwo = ListItem("Downtown Night Market", "Friday 17:00–23:00 · Market Square · 6,500 expected · Road closure from 15:00")
+eventThree = ListItem("City Half Marathon", "Sunday 07:00–12:00 · Central and West districts · 9,000 expected · Rolling closures")
+eventFour = ListItem("North District Community Fair", "Saturday 10:00–16:00 · Oak Commons · 2,200 expected · Low impact")
+reportsSection = Card([reportsHeader, reportsLive, reportsList], "card", "column", "m")
+reportsHeader = CardHeader("Citizen reports", "Incoming reports, newest first")
+reportsLive = Badge("Live feed · 23 received in the last hour", "secondary")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive], "number")
+reportOne = ListItem("Street flooding", "14:07 · 400 block of Cedar St, South · Photo attached · Triage pending")
+reportTwo = ListItem("Traffic light cycling incorrectly", "14:05 · East Rd & Pine St, East · Linked to INC-2837")
+reportThree = ListItem("Missed waste collection", "14:02 · 71 Grove Lane, North · Routed to sanitation")
+reportFour = ListItem("Large pothole", "13:58 · West Ave near 14th St, West · Safety risk reported")
+reportFive = ListItem("Broken streetlight", "13:54 · 9th St & King Ave, Central · Duplicate report merged")
+backlogSection = Card([backlogHeader, backlogChart, backlogTable], "card", "column", "m")
+backlogHeader = CardHeader("Service request backlog", "Open requests by department")
+backlogChart = HorizontalBarChart(["Roads & Streets", "Waste & Recycling", "Parks", "Water", "Street Lighting", "Permitting"], [backlogSeries], "stacked", "Requests", "Department")
+backlogSeries = Series("Open requests", [418, 307, 226, 184, 173, 128])
+backlogTable = Table([backlogDepartment, backlogOpen, backlogOverdue, backlogOldest])
+backlogDepartment = Col("Department", ["Roads & Streets", "Waste & Recycling", "Parks", "Water", "Street Lighting", "Permitting"])
+backlogOpen = Col("Open", [418, 307, 226, 184, 173, 128], "number")
+backlogOverdue = Col("Overdue", [46, 22, 18, 14, 19, 9], "number")
+backlogOldest = Col("Oldest", ["19 days", "11 days", "16 days", "8 days", "13 days", "21 days"])
+roadworksSection = Card([roadworksHeader, roadworksTable], "card", "column", "m")
+roadworksHeader = CardHeader("Roadworks planned this month", "Scheduled works, locations, and expected disruption")
+roadworksTable = Table([worksProject, worksLocation, worksDates, worksImpact, worksStatus])
+worksProject = Col("Project", ["Resurfacing", "Bridge joint replacement", "Utility trenching", "Cycle lane installation", "Drainage upgrade"])
+worksLocation = Col("Location", ["North Ave, 8th–14th", "Harbor Bridge eastbound", "Pine St at East Rd", "West Ave, Central–Lake", "South Blvd at Willow"])
+worksDates = Col("Dates", ["Aug 19–23", "Aug 21–25", "Aug 24–28", "Aug 26–30", "Aug 29–31"])
+worksImpact = Col("Impact", ["Night closures", "One lane closed", "Local detour", "Daytime lane closure", "Weekend closure"])
+worksStatus = Col("Status", ["Confirmed", "Confirmed", "Permit pending", "Confirmed", "Confirmed"])
+maintenanceSection = Card([maintenanceHeader, maintenanceAlert, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("Infrastructure maintenance due", "Jobs due or overdue across city assets")
+maintenanceAlert = Alert("7 jobs overdue", "Two overdue jobs affect critical assets and require scheduling today.", "warning")
+maintenanceTable = Table([maintenanceAsset, maintenanceJob, maintenanceLocation, maintenanceDue, maintenancePriority])
+maintenanceAsset = Col("Asset", ["Pump Station 4", "Central Tunnel Fan 2", "Bridge Sensor B-17", "Substation C3", "Reservoir Valve 8", "Traffic Controller 219"])
+maintenanceJob = Col("Maintenance job", ["Quarterly pump service", "Bearing inspection", "Calibration", "Thermal inspection", "Exercise and seal check", "Firmware update"])
+maintenanceLocation = Col("Location", ["South District", "Central District", "Harbor Bridge", "East District", "North District", "West Ave & 12th"])
+maintenanceDue = Col("Due", ["Overdue 3 days", "Today", "Tomorrow", "Aug 21", "Overdue 1 day", "Aug 23"])
+maintenancePriority = Col("Priority", ["Critical", "Critical", "High", "Medium", "High", "Medium"])
+operationsSection = Card([operationsHeader, operationsTabs], "card", "column", "m")
+operationsHeader = CardHeader("Operations actions", "Dispatch field resources or issue a public notification")
+operationsTabs = Tabs([dispatchTab, alertTab])
+dispatchTab = TabItem("dispatch", "Dispatch a crew", [dispatchForm])
+dispatchForm = Form("crew-dispatch", dispatchButtons, [crewField, crewLocationField, crewTaskField, crewPriorityField])
+crewField = FormControl("Crew", crewSelect)
+crewSelect = Select("crew", [crewRoads, crewWater, crewElectrical, crewSanitation, crewParks], "Select an available crew")
+crewRoads = SelectItem("roads-7", "Roads Crew 7 · Available")
+crewWater = SelectItem("water-3", "Water Crew 3 · Available")
+crewElectrical = SelectItem("electrical-5", "Electrical Crew 5 · Available")
+crewSanitation = SelectItem("sanitation-2", "Sanitation Crew 2 · Available")
+crewParks = SelectItem("parks-4", "Parks Crew 4 · Available")
+crewLocationField = FormControl("Dispatch location", crewLocationInput)
+crewLocationInput = Input("dispatch_location", "Street address or intersection", "text")
+crewTaskField = FormControl("Task", crewTaskInput)
+crewTaskInput = TextArea("dispatch_task", "Describe the work and any hazards", 4)
+crewPriorityField = FormControl("Priority", crewPriorityRadio)
+crewPriorityRadio = RadioGroup("dispatch_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "urgent")
+priorityRoutine = RadioItem("Routine", "Standard response target", "routine")
+priorityUrgent = RadioItem("Urgent", "Respond as soon as possible", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate life-safety or critical infrastructure response", "emergency")
+dispatchButtons = Buttons([dispatchCrew, clearDispatch])
+dispatchCrew = Button("Dispatch crew", null, "primary")
+clearDispatch = Button("Clear", null, "tertiary")
+alertTab = TabItem("public-alert", "Send a public alert", [publicAlertWarning, publicAlertForm])
+publicAlertWarning = Callout("warning", "Public communication", "Verify the affected area, message, and urgency before sending.")
+publicAlertForm = Form("public-alert", publicAlertButtons, [alertAreaField, alertChannelField, alertUrgencyField, alertMessageField])
+alertAreaField = FormControl("Affected area", alertAreaSelect)
+alertAreaSelect = Select("alert_area", [areaCitywide, areaCentral, areaNorth, areaEast, areaSouth, areaWest], "Select an area")
+areaCitywide = SelectItem("citywide", "Citywide")
+areaCentral = SelectItem("central", "Central district")
+areaNorth = SelectItem("north", "North district")
+areaEast = SelectItem("east", "East district")
+areaSouth = SelectItem("south", "South district")
+areaWest = SelectItem("west", "West district")
+alertChannelField = FormControl("Channels", alertChannels)
+alertChannels = CheckBoxGroup("alert_channels", [channelSms, channelApp, channelWeb, channelSigns])
+channelSms = CheckBoxItem("SMS", "Send to subscribed mobile numbers", "sms", true)
+channelApp = CheckBoxItem("City app", "Push notification to app users", "app", true)
+channelWeb = CheckBoxItem("Website", "Publish on the city status page", "web", true)
+channelSigns = CheckBoxItem("Road signs", "Display a shortened message on variable-message signs", "signs", false)
+alertUrgencyField = FormControl("Urgency", alertUrgency)
+alertUrgency = RadioGroup("alert_urgency", [urgencyAdvisory, urgencyWarning, urgencyEmergency], "advisory")
+urgencyAdvisory = RadioItem("Advisory", "Useful public information", "advisory")
+urgencyWarning = RadioItem("Warning", "Action may be required", "warning")
+urgencyEmergency = RadioItem("Emergency", "Immediate protective action required", "emergency")
+alertMessageField = FormControl("Public message", alertMessage, "Include what happened, where, what people should do, and when the next update is expected")
+alertMessage = TextArea("alert_message", "Enter the public alert message", 5)
+publicAlertButtons = Buttons([previewAlert, sendAlert])
+previewAlert = Button("Preview alert", null, "secondary")
+sendAlert = Button("Send public alert", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..b54471863
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r1.txt
@@ -0,0 +1,217 @@
+root = Card([header, criticalAlert, zoneFocusForm, summaryRow, incidentSection, resourceSection, shelterSection, routeSection, weatherSection, impactSection, volunteerSection, donationSection, aidSection, communicationSection, roadSection, hospitalSection, taskSection, actionTabs], "card", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 18 Aug 2026, 14:30 local")
+criticalAlert = Alert("Critical conditions in Zone North", "Extreme flooding, Route N-2 blocked, and 7 urgent aid requests require coordination.", "destructive")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view", zoneFocusSelect, "Select one zone or return to the all-zone overview")
+zoneFocusSelect = Select("focus_zone", [zoneAll, zoneNorth, zoneEast, zoneSouth, zoneWest], "Choose zone", null, "all", "medium")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north", "Zone North")
+zoneEast = SelectItem("east", "Zone East")
+zoneSouth = SelectItem("south", "Zone South")
+zoneWest = SelectItem("west", "Zone West")
+zoneFocusButtons = Buttons([zoneApplyButton, zoneResetButton])
+zoneApplyButton = Button("Focus zone", null, "primary")
+zoneResetButton = Button("Show all zones", null, "secondary")
+summaryRow = Card([severityCard, impactCard, donationCard], "sunk", "row", "l", "stretch", "between", true)
+severityCard = Card([severityHeading, severityChart], "clear", "column", "s")
+severityHeading = Heading("Overall severity", "h2")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [1, 2, 2, 1], "donut", "circular")
+impactCard = Card([impactHeading, impactMetrics], "clear", "column", "s")
+impactHeading = Heading("Human impact", "h2")
+impactMetrics = Table([impactMetricCol, impactValueCol])
+impactMetricCol = Col("Metric", ["People rescued", "Confirmed casualties", "Missing", "Injured"])
+impactValueCol = Col("Total", [428, 12, 31, 76], "number")
+donationCard = Card([donationHeading, donationMetrics], "clear", "column", "s")
+donationHeading = Heading("Donations received", "h2")
+donationMetrics = Table([donationMetricCol, donationValueCol])
+donationMetricCol = Col("Type", ["Cash", "Food", "Water", "Medical kits"])
+donationValueCol = Col("Received", ["$384,250", "18.4 tonnes", "42,000 L", "1,260 kits"])
+incidentSection = Card([incidentHeader, incidentTable], "card", "column", "m")
+incidentHeader = CardHeader("Active incidents by zone", "6 active incidents • severity and current operational status")
+incidentTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "East", "South", "West", "Central", "River"])
+incidentNameCol = Col("Incident", ["Flash flooding", "Wildfire", "Landslide", "Power-grid failure", "Mass displacement", "Bridge instability"])
+incidentSeverityCol = Col("Severity", ["CRITICAL", "HIGH", "HIGH", "MODERATE", "MODERATE", "LOW"])
+incidentStatusCol = Col("Status", ["Expanding", "Partly contained", "Search underway", "Crews deployed", "Shelter intake active", "Under inspection"])
+resourceSection = Card([resourceHeader, resourceTable, resourceAlert], "card", "column", "m")
+resourceHeader = CardHeader("Available response resources", "Deployable inventory across staging areas")
+resourceTable = Table([resourceTypeCol, resourceAvailableCol, resourceDeployedCol, resourceLocationCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Fire engines", "Rescue boats", "Utility vehicles", "Response personnel", "Medical personnel", "Water", "Food rations", "Blankets"])
+resourceAvailableCol = Col("Available", [14, 9, 11, 22, 186, 48, "68,000 L", "24,500", "8,200"])
+resourceDeployedCol = Col("Deployed", [21, 16, 18, 31, 412, 97, "41,000 L", "37,600", "11,900"])
+resourceLocationCol = Col("Primary staging", ["Central Depot", "East Station", "North Marina", "Logistics Hub", "All zones", "Field Hospital", "Depot A", "Depot B", "Depot B"])
+resourceAlert = Callout("warning", "Low-stock warning", "Trauma kits and portable generators are below the 24-hour operational reserve.")
+shelterSection = Card([shelterHeader, shelterTable, shelterProgress], "card", "column", "m")
+shelterHeader = CardHeader("Shelters", "Capacity and current occupancy")
+shelterTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupancyCol, shelterFreeCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Civic Arena", "North High School", "East Community Hall", "South Sports Center", "West Library Annex"])
+shelterZoneCol = Col("Zone", ["Central", "North", "East", "South", "West"])
+shelterCapacityCol = Col("Capacity", [1200, 650, 500, 800, 300], "number")
+shelterOccupancyCol = Col("Occupied", [934, 612, 356, 487, 219], "number")
+shelterFreeCol = Col("Free spaces", [266, 38, 144, 313, 81], "number")
+shelterStatusCol = Col("Status", ["Open", "Near capacity", "Open", "Open", "Open"])
+shelterProgress = Progress(78, "System-wide occupancy: 2,608 of 3,450 spaces")
+routeSection = Card([routeHeader, routeTable], "card", "column", "m")
+routeHeader = CardHeader("Evacuation routes", "Live route status and destination")
+routeTable = Table([routeNameCol, routeZoneCol, routeStatusCol, routeDestinationCol, routeNoteCol])
+routeNameCol = Col("Route", ["N-1", "N-2", "E-4", "S-3", "W-1", "C-5"])
+routeZoneCol = Col("Zone", ["North", "North", "East", "South", "West", "Central"])
+routeStatusCol = Col("Status", ["OPEN", "CLOSED", "CONGESTED", "OPEN", "OPEN", "RESTRICTED"])
+routeDestinationCol = Col("To", ["Civic Arena", "North High School", "East Community Hall", "South Sports Center", "West Library Annex", "Civic Arena"])
+routeNoteCol = Col("Latest note", ["Clear; buses active", "Bridge approach flooded", "35-minute delay", "One-way outbound", "Clear", "Emergency vehicles only"])
+weatherSection = Card([weatherHeader, weatherAlert, weatherChart, weatherTable], "card", "column", "m")
+weatherHeader = CardHeader("48-hour weather forecast", "Conditions affecting response operations")
+weatherAlert = Alert("Severe weather watch", "Heavy rain and strong winds are expected overnight, increasing flood and access risks.", "warning")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries, windSeries], "natural", "Forecast hour", "Rain mm / Wind km/h")
+rainSeries = Series("Rainfall (mm)", [4, 12, 28, 36, 22, 10, 6, 3, 1])
+windSeries = Series("Wind (km/h)", [26, 34, 48, 61, 55, 42, 31, 24, 19])
+weatherTable = Table([weatherPeriodCol, weatherConditionCol, weatherTempCol, weatherRiskCol])
+weatherPeriodCol = Col("Period", ["0–12 hours", "12–24 hours", "24–36 hours", "36–48 hours"])
+weatherConditionCol = Col("Forecast", ["Rain intensifying", "Heavy rain and gales", "Showers easing", "Mostly cloudy"])
+weatherTempCol = Col("Temperature", ["19–23°C", "17–20°C", "18–22°C", "20–25°C"])
+weatherRiskCol = Col("Operational risk", ["High", "Extreme", "Moderate", "Low"])
+impactSection = Card([impactSectionHeader, impactSectionTable], "card", "column", "m")
+impactSectionHeader = CardHeader("Rescue and casualty totals", "Validated field reports to date")
+impactSectionTable = Table([impactZoneCol, rescuedCol, casualtyCol, missingCol, injuredCol])
+impactZoneCol = Col("Zone", ["North", "East", "South", "West", "Central", "River"])
+rescuedCol = Col("Rescued", [164, 83, 61, 37, 58, 25], "number")
+casualtyCol = Col("Casualties", [5, 3, 2, 0, 1, 1], "number")
+missingCol = Col("Missing", [14, 7, 4, 1, 3, 2], "number")
+injuredCol = Col("Injured", [29, 18, 12, 5, 9, 3], "number")
+volunteerSection = Card([volunteerHeader, volunteerTable], "card", "column", "m")
+volunteerHeader = CardHeader("Volunteers on duty", "Current assignment for each active team lead")
+volunteerTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerShiftCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Omar Diallo", "Sofia Reyes", "Liam Patel", "Ava Johnson", "Noah Kim"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter intake", "Supply distribution", "Family reunification", "Sandbag team", "Radio desk", "Meal service"])
+volunteerZoneCol = Col("Location", ["Civic Arena", "North High School", "East Hall", "Zone North", "Command Center", "South Sports Center"])
+volunteerShiftCol = Col("Shift ends", ["18:00", "20:00", "19:30", "17:00", "22:00", "21:00"])
+donationSection = Card([donationSectionHeader, donationTable], "card", "column", "m")
+donationSectionHeader = CardHeader("Donation ledger", "Confirmed contributions received today")
+donationTable = Table([donorCol, donationTypeCol, donationAmountCol, donationReceivedCol])
+donorCol = Col("Donor", ["Regional Relief Fund", "FreshFoods Cooperative", "AquaSource", "MedSupply Group", "Community Giving Portal"])
+donationTypeCol = Col("Donation", ["Cash", "Food", "Bottled water", "Medical kits", "Cash"])
+donationAmountCol = Col("Amount", ["$250,000", "18.4 tonnes", "42,000 L", "1,260 kits", "$134,250"])
+donationReceivedCol = Col("Received", ["09:15", "10:40", "11:05", "12:20", "14:10"])
+aidSection = Card([aidHeader, aidTable, aidAlert], "card", "column", "m")
+aidHeader = CardHeader("Aid requests awaiting action", "Prioritized unassigned or pending requests")
+aidTable = Table([aidIdCol, aidPriorityCol, aidRequestCol, aidZoneCol, aidAgeCol])
+aidIdCol = Col("Request", ["AR-1842", "AR-1839", "AR-1835", "AR-1828", "AR-1821"])
+aidPriorityCol = Col("Priority", ["CRITICAL", "CRITICAL", "HIGH", "HIGH", "MODERATE"])
+aidRequestCol = Col("Need", ["Boat rescue for 9 people", "Oxygen cylinders", "Drinking water for 420 people", "Generator for shelter", "Infant supplies"])
+aidZoneCol = Col("Location", ["North / Sector 7", "East Clinic", "North High School", "West Library Annex", "Civic Arena"])
+aidAgeCol = Col("Waiting", ["18 min", "27 min", "44 min", "1 hr 12 min", "1 hr 35 min"])
+aidAlert = Callout("error", "2 critical requests unassigned", "Dispatch a rescue boat to Sector 7 and arrange oxygen delivery to East Clinic immediately.")
+communicationSection = Card([communicationHeader, communicationTable], "card", "column", "m")
+communicationHeader = CardHeader("Communication channels", "Availability and latest check")
+communicationTable = Table([channelCol, channelStatusCol, channelCoverageCol, channelCheckCol])
+channelCol = Col("Channel", ["Emergency radio", "Public safety LTE", "Satellite link", "Dispatch telephone", "SMS alert gateway", "Public web status"])
+channelStatusCol = Col("Status", ["UP", "DEGRADED", "UP", "UP", "UP", "DOWN"])
+channelCoverageCol = Col("Coverage", ["All zones", "East and North intermittent", "Command only", "All stations", "Region-wide", "Unavailable"])
+channelCheckCol = Col("Last checked", ["14:29", "14:27", "14:25", "14:28", "14:26", "14:20"])
+roadSection = Card([roadHeader, roadTable], "card", "column", "m")
+roadHeader = CardHeader("Road closures", "Confirmed closures affecting emergency movement")
+roadTable = Table([roadNameCol, roadBetweenCol, roadReasonCol, roadSinceCol, roadReviewCol])
+roadNameCol = Col("Road", ["River Road", "North Bridge Approach", "Pine Ridge Highway", "East Market Street", "Old Quarry Lane"])
+roadBetweenCol = Col("Closed between", ["Mile 4–11", "2nd Ave–Bridge", "Junction 8–14", "Depot Rd–Central Blvd", "Entire length"])
+roadReasonCol = Col("Reason", ["Flooding", "Flooding and debris", "Landslide", "Downed power lines", "Emergency staging"])
+roadSinceCol = Col("Closed since", ["06:40", "08:15", "09:05", "10:32", "11:10"])
+roadReviewCol = Col("Next review", ["18:00", "16:00", "Tomorrow 08:00", "17:30", "20:00"])
+hospitalSection = Card([hospitalHeader, hospitalTable], "card", "column", "m")
+hospitalHeader = CardHeader("Nearby hospitals", "Emergency capability and currently free beds")
+hospitalTable = Table([hospitalNameCol, hospitalDistanceCol, hospitalFreeBedsCol, hospitalTraumaCol, hospitalStatusCol])
+hospitalNameCol = Col("Hospital", ["Central General", "St. Anne Medical", "Eastside Regional", "County Children's", "Riverside Clinic"])
+hospitalDistanceCol = Col("Distance", ["2.4 km", "5.8 km", "8.1 km", "9.6 km", "12.3 km"])
+hospitalFreeBedsCol = Col("Free beds", [34, 18, 27, 12, 9], "number")
+hospitalTraumaCol = Col("Trauma capacity", ["8 bays", "4 bays", "6 bays", "Pediatric only", "2 bays"])
+hospitalStatusCol = Col("Status", ["Receiving", "Receiving", "Receiving", "Receiving pediatric", "Limited intake"])
+taskSection = Card([taskHeader, taskTable], "card", "column", "m")
+taskHeader = CardHeader("Open tasks", "Operational work requiring completion")
+taskTable = Table([taskIdCol, taskPriorityCol, taskTitleCol, taskAssigneeCol, taskDueCol])
+taskIdCol = Col("Task", ["T-291", "T-287", "T-283", "T-279", "T-274", "T-268"])
+taskPriorityCol = Col("Priority", ["Critical", "High", "High", "Moderate", "Moderate", "Low"])
+taskTitleCol = Col("Work item", ["Dispatch boat to Sector 7", "Restock trauma kits", "Inspect Route N-1 culvert", "Expand North shelter", "Restore public status page", "Update volunteer roster"])
+taskAssigneeCol = Col("Assignee", ["Water Rescue 3", "Priya Nair", "Public Works Team B", "Daniel Brooks", "IT Response", "Elena Rossi"])
+taskDueCol = Col("Due", ["Now", "15:00", "16:30", "18:00", "15:30", "17:00"])
+actionTabs = Tabs([resourceTab, broadcastTab, reportTab])
+resourceTab = TabItem("request-resource", "Request resources", [resourceRequestIntro, resourceRequestForm])
+resourceRequestIntro = TextContent("Submit a request to logistics for additional deployable resources.")
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [resourceTypeField, resourceQuantityField, resourceZoneField, resourceUrgencyField, resourceNotesField])
+resourceTypeField = FormControl("Resource type", resourceTypeSelect)
+resourceTypeSelect = Select("resource_type", [resourceVehicleOption, resourcePersonnelOption, resourceMedicalOption, resourceFoodOption, resourceWaterOption, resourceShelterOption, resourceCommsOption], "Select resource type", ["required"])
+resourceVehicleOption = SelectItem("vehicles", "Vehicles")
+resourcePersonnelOption = SelectItem("personnel", "Personnel")
+resourceMedicalOption = SelectItem("medical", "Medical supplies")
+resourceFoodOption = SelectItem("food", "Food")
+resourceWaterOption = SelectItem("water", "Water")
+resourceShelterOption = SelectItem("shelter", "Shelter supplies")
+resourceCommsOption = SelectItem("communications", "Communication equipment")
+resourceQuantityField = FormControl("Quantity", resourceQuantityInput, "Enter units, people, vehicles, liters, or kits")
+resourceQuantityInput = Input("quantity", "e.g. 12", "number", ["required"])
+resourceZoneField = FormControl("Destination zone", resourceZoneSelect)
+resourceZoneSelect = Select("destination_zone", [resourceZoneNorth, resourceZoneEast, resourceZoneSouth, resourceZoneWest, resourceZoneCentral, resourceZoneRiver], "Choose destination", ["required"])
+resourceZoneNorth = SelectItem("north", "Zone North")
+resourceZoneEast = SelectItem("east", "Zone East")
+resourceZoneSouth = SelectItem("south", "Zone South")
+resourceZoneWest = SelectItem("west", "Zone West")
+resourceZoneCentral = SelectItem("central", "Zone Central")
+resourceZoneRiver = SelectItem("river", "Zone River")
+resourceUrgencyField = FormControl("Urgency", resourceUrgencyRadio)
+resourceUrgencyRadio = RadioGroup("urgency", [urgencyRoutine, urgencyHigh, urgencyCritical], "high")
+urgencyRoutine = RadioItem("Routine", "Required within 12 hours", "routine")
+urgencyHigh = RadioItem("High", "Required within 4 hours", "high")
+urgencyCritical = RadioItem("Critical", "Immediate life-safety need", "critical")
+resourceNotesField = FormControl("Operational notes", resourceNotesInput)
+resourceNotesInput = TextArea("resource_notes", "Describe delivery point, contact, and constraints", 3)
+resourceRequestButtons = Buttons([resourceSubmitButton, resourceClearButton])
+resourceSubmitButton = Button("Submit resource request", null, "primary")
+resourceClearButton = Button("Clear", null, "tertiary")
+broadcastTab = TabItem("broadcast-update", "Broadcast update", [broadcastWarning, broadcastForm])
+broadcastWarning = Callout("warning", "Public broadcast", "Messages may be sent across SMS, radio, and public alert channels. Verify details before sending.")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastAudienceField, broadcastChannelField, broadcastMessageField])
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("broadcast_audience", [audienceAll, audienceNorth, audienceEast, audienceSouth, audienceWest, audienceResponders], "Choose audience", ["required"])
+audienceAll = SelectItem("all-public", "All residents")
+audienceNorth = SelectItem("zone-north", "Zone North")
+audienceEast = SelectItem("zone-east", "Zone East")
+audienceSouth = SelectItem("zone-south", "Zone South")
+audienceWest = SelectItem("zone-west", "Zone West")
+audienceResponders = SelectItem("responders", "Responders only")
+broadcastChannelField = FormControl("Channels", broadcastChannelChecks)
+broadcastChannelChecks = CheckBoxGroup("broadcast_channels", [broadcastSms, broadcastRadio, broadcastWeb], ["required"])
+broadcastSms = CheckBoxItem("SMS alerts", "Send through the regional emergency gateway", "sms", true)
+broadcastRadio = CheckBoxItem("Emergency radio", "Read on official radio channels", "radio", true)
+broadcastWeb = CheckBoxItem("Public status page", "Publish when the web channel is restored", "web", false)
+broadcastMessageField = FormControl("Message", broadcastMessageInput, "Use clear instructions and include the affected zone")
+broadcastMessageInput = TextArea("broadcast_message", "Enter verified emergency update", 5, ["required"])
+broadcastButtons = Buttons([broadcastPreviewButton, broadcastSendButton])
+broadcastPreviewButton = Button("Preview broadcast", null, "secondary")
+broadcastSendButton = Button("Send broadcast", null, "primary")
+reportTab = TabItem("situation-report", "File situation report", [reportIntro, reportForm])
+reportIntro = TextContent("Record a structured situation report for command review and operational handover.")
+reportForm = Form("situation-report", reportButtons, [reportZoneField, reportPeriodField, reportSeverityField, reportSummaryField, reportActionsField, reportNeedsField])
+reportZoneField = FormControl("Reporting zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportAllZones, reportNorth, reportEast, reportSouth, reportWest, reportCentral, reportRiver], "Select reporting area", ["required"])
+reportAllZones = SelectItem("all", "All zones")
+reportNorth = SelectItem("north", "Zone North")
+reportEast = SelectItem("east", "Zone East")
+reportSouth = SelectItem("south", "Zone South")
+reportWest = SelectItem("west", "Zone West")
+reportCentral = SelectItem("central", "Zone Central")
+reportRiver = SelectItem("river", "Zone River")
+reportPeriodField = FormControl("Reporting period", reportPeriodPicker)
+reportPeriodPicker = DatePicker("report_period", "range", ["required"])
+reportSeverityField = FormControl("Overall severity", reportSeverityRadio)
+reportSeverityRadio = RadioGroup("report_severity", [reportSeverityLow, reportSeverityModerate, reportSeverityHigh, reportSeverityCritical], "high")
+reportSeverityLow = RadioItem("Low", "Routine monitoring", "low")
+reportSeverityModerate = RadioItem("Moderate", "Sustained response required", "moderate")
+reportSeverityHigh = RadioItem("High", "Major operational impact", "high")
+reportSeverityCritical = RadioItem("Critical", "Immediate life-safety threat", "critical")
+reportSummaryField = FormControl("Situation summary", reportSummaryInput)
+reportSummaryInput = TextArea("situation_summary", "Describe incident conditions, affected population, and changes since the last report", 5, ["required"])
+reportActionsField = FormControl("Actions completed or underway", reportActionsInput)
+reportActionsInput = TextArea("actions_taken", "List deployments, evacuations, rescues, and protective actions", 4, ["required"])
+reportNeedsField = FormControl("Outstanding needs and risks", reportNeedsInput)
+reportNeedsInput = TextArea("outstanding_needs", "List resource gaps, access issues, and anticipated developments", 4)
+reportButtons = Buttons([reportSaveButton, reportSubmitButton])
+reportSaveButton = Button("Save draft", null, "secondary")
+reportSubmitButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..aa239c775
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r2.txt
@@ -0,0 +1,208 @@
+root = Card([header, criticalAlert, zoneFocusForm, summaryCard, incidentsCard, resourcesCard, sheltersCard, routesCard, weatherCard, impactCard, volunteersCard, donationsCard, aidCard, communicationsCard, roadsCard, hospitalsCard, tasksCard, actionTabs], "clear", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 18 Aug 2026, 14:30 local")
+criticalAlert = Alert("Critical conditions in North Zone", "Flash flooding is intensifying near Riverside. Route N-2 is closed and two aid requests require immediate action.", "destructive")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view", zoneFocusSelect, "Select one zone or return to the all-zone overview")
+zoneFocusSelect = Select("focus_zone", [zoneAll, zoneNorth, zoneEast, zoneSouth, zoneWest], "Choose zone")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north", "North Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneFocusButtons = Buttons([zoneApplyButton])
+zoneApplyButton = Button("Apply zone focus", null, "primary")
+summaryCard = Card([summaryHeader, severityChart, summaryBadges], "sunk", "column", "m")
+summaryHeader = CardHeader("Overall severity summary", "7 active incidents across four operational zones")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [1, 2, 3, 1], "donut")
+summaryBadges = TagBlock(["Overall: High", "1 critical", "2 high", "3 moderate", "1 low"])
+incidentsCard = Card([incidentsHeader, incidentsTable])
+incidentsHeader = CardHeader("Active incidents by zone", "Current severity and field status")
+incidentsTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "North", "East", "East", "South", "West", "West"])
+incidentNameCol = Col("Incident", ["Riverside flash flood", "Landslide at Ridge Road", "Industrial fire", "Power grid failure", "Creek overflow", "Brush fire", "Water contamination"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "High", "Moderate", "Moderate", "Moderate", "Low"])
+incidentStatusCol = Col("Status", ["Expanding", "Contained area", "Suppression active", "Crews deployed", "Stable", "60% contained", "Advisory issued"])
+resourcesCard = Card([resourcesHeader, resourceTable, supplyTable])
+resourcesHeader = CardHeader("Available resources", "Deployable vehicles, personnel, and supplies")
+resourceTable = Table([resourceTypeCol, resourceAvailableCol, resourceDeployedCol, resourceLocationCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Fire engines", "Rescue boats", "High-clearance trucks", "Helicopters", "Field personnel"])
+resourceAvailableCol = Col("Available", [8, 5, 6, 11, 2, 146], "number")
+resourceDeployedCol = Col("Deployed", [14, 9, 8, 17, 3, 212], "number")
+resourceLocationCol = Col("Staging", ["Central", "East", "North", "Central", "Air Base", "All zones"])
+supplyTable = Table([supplyNameCol, supplyQtyCol, supplyUnitCol, supplyStatusCol])
+supplyNameCol = Col("Supply", ["Drinking water", "Ready meals", "Medical kits", "Blankets", "Sandbags", "Fuel"])
+supplyQtyCol = Col("Available", [18400, 12600, 420, 3100, 22000, 14800], "number")
+supplyUnitCol = Col("Unit", ["liters", "meals", "kits", "units", "bags", "liters"])
+supplyStatusCol = Col("Stock status", ["Adequate", "Adequate", "Low", "Adequate", "Adequate", "Low"])
+sheltersCard = Card([sheltersHeader, shelterTable])
+sheltersHeader = CardHeader("Shelters", "Capacity and current occupancy")
+shelterTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupiedCol, shelterFreeCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Central High School", "North Civic Hall", "East Sports Center", "South Community Hub", "West Library Annex"])
+shelterZoneCol = Col("Zone", ["Central", "North", "East", "South", "West"])
+shelterCapacityCol = Col("Capacity", [800, 450, 600, 350, 220], "number")
+shelterOccupiedCol = Col("Occupied", [612, 421, 338, 196, 84], "number")
+shelterFreeCol = Col("Free spaces", [188, 29, 262, 154, 136], "number")
+shelterStatusCol = Col("Status", ["Open", "Near capacity", "Open", "Open", "Open"])
+routesCard = Card([routesHeader, routeTable])
+routesHeader = CardHeader("Evacuation routes", "Latest route availability and constraints")
+routeTable = Table([routeNameCol, routeZoneCol, routeStatusCol, routeIssueCol, routeUpdatedCol])
+routeNameCol = Col("Route", ["N-1 Highland", "N-2 Riverside", "E-4 Industrial Bypass", "S-3 Valley Road", "W-1 Coastal Highway", "C-2 Ring Road"])
+routeZoneCol = Col("Zone", ["North", "North", "East", "South", "West", "Central"])
+routeStatusCol = Col("Status", ["Open", "Closed", "Restricted", "Open", "Open", "Congested"])
+routeIssueCol = Col("Condition", ["One-way outbound", "Bridge inundated", "Emergency traffic only", "Clear", "Smoke visibility reduced", "25-minute delay"])
+routeUpdatedCol = Col("Updated", ["14:22", "14:27", "14:18", "14:05", "14:11", "14:29"])
+weatherCard = Card([weatherHeader, weatherChart, weatherTable, weatherWarning])
+weatherHeader = CardHeader("48-hour weather forecast", "Conditions affecting field operations")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries, windSeries], "natural", "Forecast horizon", "Value")
+rainSeries = Series("Rain probability (%)", [85, 95, 90, 70, 55, 40, 35, 30, 25])
+windSeries = Series("Wind (km/h)", [28, 34, 42, 38, 30, 24, 20, 18, 16])
+weatherTable = Table([weatherPeriodCol, weatherConditionCol, weatherTempCol, weatherRainCol, weatherWindCol])
+weatherPeriodCol = Col("Period", ["0–12 hours", "12–24 hours", "24–36 hours", "36–48 hours"])
+weatherConditionCol = Col("Forecast", ["Heavy rain and thunderstorms", "Rain easing", "Scattered showers", "Mostly cloudy"])
+weatherTempCol = Col("Temperature", ["19–23°C", "18–22°C", "17–24°C", "18–25°C"])
+weatherRainCol = Col("Expected rain", ["55–80 mm", "20–35 mm", "5–15 mm", "0–5 mm"])
+weatherWindCol = Col("Wind", ["28–42 km/h", "25–38 km/h", "18–25 km/h", "12–20 km/h"])
+weatherWarning = Callout("warning", "Flash-flood risk through 02:00", "Heavy rainfall may worsen North Zone flooding and trigger additional landslides.")
+impactCard = Card([impactHeader, impactTable, rescueProgress])
+impactHeader = CardHeader("Human impact", "Confirmed totals reported by field teams")
+impactTable = Table([impactMetricCol, impactCountCol, impactNoteCol])
+impactMetricCol = Col("Metric", ["People rescued", "Injured", "Fatalities", "Missing", "Evacuated"])
+impactCountCol = Col("Count", [438, 67, 8, 19, 2841], "number")
+impactNoteCol = Col("Latest note", ["31 rescued since 12:00", "12 in serious condition", "Identifications underway", "Search teams assigned", "Across all zones"])
+rescueProgress = Progress(73, "438 of 600 estimated rescue cases completed")
+volunteersCard = Card([volunteersHeader, volunteerTable])
+volunteersHeader = CardHeader("Volunteers on duty", "Checked-in personnel and current assignments")
+volunteerTable = Table([volunteerNameCol, volunteerSkillCol, volunteerAssignmentCol, volunteerShiftCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Omar Diallo", "Elena García", "Noah Williams", "Priya Shah", "Liam Murphy"])
+volunteerSkillCol = Col("Skill", ["Paramedic", "Boat operator", "Logistics", "Radio operator", "Translator", "Shelter support"])
+volunteerAssignmentCol = Col("Assignment", ["North rescue team", "Riverside launch point", "Central warehouse", "East command post", "North Civic Hall", "Central High School"])
+volunteerShiftCol = Col("On duty", ["12:00–20:00", "10:00–18:00", "14:00–22:00", "08:00–16:00", "12:00–20:00", "14:00–22:00"])
+donationsCard = Card([donationsHeader, donationsSummary, donationsTable])
+donationsHeader = CardHeader("Donations received", "Verified contributions since activation")
+donationsSummary = TextCallout("success", "$428,750 cash and 38,600 in-kind units received", "Priority needs remain medical kits, fuel, infant supplies, and portable generators.")
+donationsTable = Table([donationSourceCol, donationTypeCol, donationValueCol, donationReceivedCol])
+donationSourceCol = Col("Source", ["Community fund", "Regional Foods Co.", "Health Alliance", "PowerWorks", "Public drop-off sites"])
+donationTypeCol = Col("Donation", ["Cash", "Ready meals", "Medical supplies", "Generators", "Mixed goods"])
+donationValueCol = Col("Amount / quantity", ["$285,000", "20,000 meals", "600 kits", "24 units", "18,000 units"])
+donationReceivedCol = Col("Received", ["Confirmed", "Warehouse A", "Medical depot", "18 received, 6 inbound", "Sorted: 76%"])
+aidCard = Card([aidHeader, aidTable, aidAlert])
+aidHeader = CardHeader("Aid requests awaiting action", "Unassigned and pending operational requests")
+aidTable = Table([aidPriorityCol, aidRequestCol, aidZoneCol, aidNeededCol, aidAgeCol])
+aidPriorityCol = Col("Priority", ["Critical", "Critical", "High", "High", "Medium"])
+aidRequestCol = Col("Request", ["Medical evacuation", "Water rescue", "Portable generators", "Food delivery", "Sanitation kits"])
+aidZoneCol = Col("Zone / location", ["North / Riverside", "North / Mill Quarter", "East / Clinic 3", "South / Hill Shelter", "West / Library Annex"])
+aidNeededCol = Col("Need", ["2 ambulances", "2 boats and 8 rescuers", "4 generators", "900 meals", "120 kits"])
+aidAgeCol = Col("Waiting", ["18 min", "24 min", "41 min", "1 hr 12 min", "2 hr 05 min"])
+aidAlert = Alert("Two critical requests unassigned", "Dispatch medical evacuation and water-rescue resources immediately.", "warning")
+communicationsCard = Card([communicationsHeader, communicationsTable])
+communicationsHeader = CardHeader("Communication channels", "Operational status of primary and backup systems")
+communicationsTable = Table([channelNameCol, channelPurposeCol, channelStatusCol, channelQualityCol])
+channelNameCol = Col("Channel", ["Emergency radio A", "Emergency radio B", "Public safety LTE", "Satellite voice", "Dispatch phone", "Public alert system", "Field data network"])
+channelPurposeCol = Col("Use", ["Primary command", "North operations", "Mobile data", "Backup command", "Interagency", "Public warnings", "Maps and reports"])
+channelStatusCol = Col("Status", ["Up", "Degraded", "Up", "Up", "Down", "Up", "Degraded"])
+channelQualityCol = Col("Detail", ["Clear", "Intermittent near ridge", "92% coverage", "Stable", "Carrier outage", "Ready", "High latency"])
+roadsCard = Card([roadsHeader, roadsTable])
+roadsHeader = CardHeader("Road closures", "Confirmed closures affecting response and evacuation")
+roadsTable = Table([roadNameCol, roadZoneCol, roadReasonCol, roadClosureCol, roadDetourCol])
+roadNameCol = Col("Road", ["Ridge Road", "Riverside Drive", "Old Mill Bridge", "Foundry Street", "Pine Creek Lane"])
+roadZoneCol = Col("Zone", ["North", "North", "North", "East", "South"])
+roadReasonCol = Col("Reason", ["Landslide", "Flooding", "Structural damage", "Fire operations", "Washout"])
+roadClosureCol = Col("Closure", ["Full", "Full", "Full", "Partial", "Full"])
+roadDetourCol = Col("Detour", ["Highland Route N-1", "No safe detour", "Route N-1", "Industrial Bypass", "Valley Road"])
+hospitalsCard = Card([hospitalsHeader, hospitalsTable])
+hospitalsHeader = CardHeader("Nearby hospitals", "Emergency capability and currently free beds")
+hospitalsTable = Table([hospitalNameCol, hospitalDistanceCol, hospitalFreeCol, hospitalIcuCol, hospitalStatusCol])
+hospitalNameCol = Col("Hospital", ["Central General", "St. Anne Medical Center", "East Regional", "Valley Community", "Westside Children's"])
+hospitalDistanceCol = Col("Distance", ["3 km", "7 km", "9 km", "14 km", "11 km"])
+hospitalFreeCol = Col("Free beds", [34, 18, 27, 42, 12], "number")
+hospitalIcuCol = Col("Free ICU", [4, 2, 5, 3, 2], "number")
+hospitalStatusCol = Col("Status", ["Receiving", "Receiving", "Receiving", "Receiving", "Pediatric only"])
+tasksCard = Card([tasksHeader, tasksTable])
+tasksHeader = CardHeader("Open tasks", "Current operational work queue")
+tasksTable = Table([taskPriorityCol, taskNameCol, taskAssigneeCol, taskDueCol, taskStatusCol])
+taskPriorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Medium", "Low"])
+taskNameCol = Col("Task", ["Stabilize Riverside levee", "Inspect Old Mill Bridge", "Resupply North Civic Hall", "Restore radio repeater", "Set up East triage point", "Verify donation inventory"])
+taskAssigneeCol = Col("Assignee", ["Engineering Unit 2", "Public Works / J. Cole", "Logistics / E. García", "Comms / N. Williams", "Medical / Dr. Okafor", "Warehouse / S. Kim"])
+taskDueCol = Col("Due", ["15:15", "15:30", "16:00", "16:30", "17:00", "18:00"])
+taskStatusCol = Col("Status", ["In progress", "Dispatched", "Pending vehicle", "Diagnosing", "Not started", "In progress"])
+actionTabs = Tabs([resourceTab, broadcastTab, reportTab])
+resourceTab = TabItem("request-resources", "Request resources", [resourceRequestIntro, resourceRequestForm])
+resourceRequestIntro = TextContent("Submit a request to logistics with the required resource type and quantity.")
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [requestZoneField, requestTypeField, requestQuantityField, requestPriorityField, requestNotesField])
+requestZoneField = FormControl("Destination zone", requestZoneSelect)
+requestZoneSelect = Select("request_zone", [requestZoneNorth, requestZoneEast, requestZoneSouth, requestZoneWest, requestZoneCentral], "Select destination")
+requestZoneNorth = SelectItem("north", "North Zone")
+requestZoneEast = SelectItem("east", "East Zone")
+requestZoneSouth = SelectItem("south", "South Zone")
+requestZoneWest = SelectItem("west", "West Zone")
+requestZoneCentral = SelectItem("central", "Central staging")
+requestTypeField = FormControl("Resource type", requestTypeSelect)
+requestTypeSelect = Select("resource_type", [requestVehicle, requestPersonnel, requestMedical, requestWater, requestFood, requestFuel, requestGenerator, requestOther], "Choose resource type")
+requestVehicle = SelectItem("vehicle", "Vehicle")
+requestPersonnel = SelectItem("personnel", "Personnel")
+requestMedical = SelectItem("medical", "Medical supplies")
+requestWater = SelectItem("water", "Drinking water")
+requestFood = SelectItem("food", "Food")
+requestFuel = SelectItem("fuel", "Fuel")
+requestGenerator = SelectItem("generator", "Generator")
+requestOther = SelectItem("other", "Other")
+requestQuantityField = FormControl("Quantity", requestQuantityInput, "Enter the number of units, people, liters, or kits")
+requestQuantityInput = Input("quantity", "Required quantity", "number")
+requestPriorityField = FormControl("Priority", requestPriorityRadio)
+requestPriorityRadio = RadioGroup("request_priority", [requestPriorityCritical, requestPriorityHigh, requestPriorityRoutine], "high")
+requestPriorityCritical = RadioItem("Critical", "Immediate life-safety need", "critical")
+requestPriorityHigh = RadioItem("High", "Needed within two hours", "high")
+requestPriorityRoutine = RadioItem("Routine", "Needed during this operational period", "routine")
+requestNotesField = FormControl("Operational details", requestNotesInput)
+requestNotesInput = TextArea("request_notes", "Describe location, access constraints, and intended use", 4)
+resourceRequestButtons = Buttons([resourceSubmitButton, resourceClearButton])
+resourceSubmitButton = Button("Submit resource request", null, "primary")
+resourceClearButton = Button("Clear", null, "tertiary")
+broadcastTab = TabItem("broadcast-update", "Broadcast update", [broadcastWarning, broadcastForm])
+broadcastWarning = Callout("warning", "Public broadcast", "Messages may be distributed across public alert, radio, SMS, and partner channels. Verify all details before sending.")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastAudienceField, broadcastZoneField, broadcastMessageField])
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("broadcast_audience", [audiencePublic, audienceResponders, audienceShelters, audiencePartners], "Choose audience")
+audiencePublic = SelectItem("public", "General public")
+audienceResponders = SelectItem("responders", "Emergency responders")
+audienceShelters = SelectItem("shelters", "Shelter managers")
+audiencePartners = SelectItem("partners", "Agency partners")
+broadcastZoneField = FormControl("Coverage", broadcastZoneSelect)
+broadcastZoneSelect = Select("broadcast_zone", [broadcastAll, broadcastNorth, broadcastEast, broadcastSouth, broadcastWest], "Select coverage")
+broadcastAll = SelectItem("all", "All zones")
+broadcastNorth = SelectItem("north", "North Zone")
+broadcastEast = SelectItem("east", "East Zone")
+broadcastSouth = SelectItem("south", "South Zone")
+broadcastWest = SelectItem("west", "West Zone")
+broadcastMessageField = FormControl("Message", broadcastMessageInput, "Include the hazard, affected area, required action, and effective time")
+broadcastMessageInput = TextArea("broadcast_message", "Enter the update to broadcast", 6)
+broadcastButtons = Buttons([broadcastPreviewButton, broadcastSendButton])
+broadcastPreviewButton = Button("Preview message", null, "secondary")
+broadcastSendButton = Button("Broadcast update", null, "primary")
+reportTab = TabItem("situation-report", "File situation report", [reportIntro, reportForm])
+reportIntro = TextContent("File a time-stamped situation report for command staff and partner agencies.")
+reportForm = Form("situation-report", reportButtons, [reportZoneField, reportPeriodField, reportSeverityField, reportSummaryField, reportActionsField, reportNeedsField])
+reportZoneField = FormControl("Reporting zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportAllZones, reportNorth, reportEast, reportSouth, reportWest], "Choose reporting area")
+reportAllZones = SelectItem("all", "All zones / command summary")
+reportNorth = SelectItem("north", "North Zone")
+reportEast = SelectItem("east", "East Zone")
+reportSouth = SelectItem("south", "South Zone")
+reportWest = SelectItem("west", "West Zone")
+reportPeriodField = FormControl("Operational period", reportPeriodInput)
+reportPeriodInput = Input("operational_period", "Example: 14:00–18:00")
+reportSeverityField = FormControl("Current severity", reportSeverityRadio)
+reportSeverityRadio = RadioGroup("report_severity", [reportCritical, reportHigh, reportModerate, reportLow])
+reportCritical = RadioItem("Critical", "Immediate threat to life or command continuity", "critical")
+reportHigh = RadioItem("High", "Major active impacts", "high")
+reportModerate = RadioItem("Moderate", "Significant but controlled impacts", "moderate")
+reportLow = RadioItem("Low", "Limited or improving impacts", "low")
+reportSummaryField = FormControl("Situation summary", reportSummaryInput)
+reportSummaryInput = TextArea("situation_summary", "Describe current conditions, impacts, and changes since the last report", 5)
+reportActionsField = FormControl("Actions completed or underway", reportActionsInput)
+reportActionsInput = TextArea("actions_taken", "List response actions and outcomes", 4)
+reportNeedsField = FormControl("Unmet needs and next priorities", reportNeedsInput)
+reportNeedsInput = TextArea("unmet_needs", "List resource gaps, risks, and planned actions", 4)
+reportButtons = Buttons([reportSaveButton, reportFileButton])
+reportSaveButton = Button("Save draft", null, "secondary")
+reportFileButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..00a72d70a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r3.txt
@@ -0,0 +1,212 @@
+root = Card([header, criticalAlert, zoneFocusForm, summaryRow, incidentSection, resourceSection, shelterSection, routeSection, weatherSection, impactSection, volunteerSection, donationSection, aidSection, communicationsSection, roadSection, hospitalSection, taskSection, actionTabs], "card", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 18 Aug 2026, 14:30 local")
+criticalAlert = Alert("Critical conditions in North Zone", "Extreme flooding, Route N-2 blocked, and shelter occupancy above 90%. Additional rescue teams requested.", "destructive")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view", zoneFocusSelect, "Select a zone, then apply the filter.")
+zoneFocusSelect = Select("focus_zone", [zoneAll, zoneNorth, zoneEast, zoneSouth, zoneWest], "Choose zone")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north", "North Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneFocusButtons = Buttons([zoneApplyButton, zoneResetButton])
+zoneApplyButton = Button("Apply zone focus", null, "primary")
+zoneResetButton = Button("Show all zones", null, "secondary")
+summaryRow = Card([severitySummary, impactSummary, readinessSummary], "sunk", "row", "l", "stretch", "between", true)
+severitySummary = Card([severityHeading, severityChart], "clear", "column", "s")
+severityHeading = Heading("Overall severity", "h2")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [1, 2, 2, 1], "donut")
+impactSummary = Card([impactHeading, impactTable], "clear", "column", "s")
+impactHeading = Heading("Human impact", "h2")
+impactTable = Table([impactMetricCol, impactValueCol])
+impactMetricCol = Col("Metric", ["People rescued", "Confirmed casualties", "Injured"])
+impactValueCol = Col("Total", [428, 12, 67], "number")
+readinessSummary = Card([readinessHeading, readinessTable], "clear", "column", "s")
+readinessHeading = Heading("Response readiness", "h2")
+readinessTable = Table([readinessMetricCol, readinessValueCol])
+readinessMetricCol = Col("Metric", ["Vehicles available", "Personnel available", "Open shelter spaces", "Aid requests pending"])
+readinessValueCol = Col("Available", [34, 126, 490, 7], "number")
+incidentSection = Card([incidentHeader, incidentTable], "card", "column", "m")
+incidentHeader = CardHeader("Active incidents by zone", "Six active incidents requiring coordinated response")
+incidentTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "North", "East", "South", "West", "East"])
+incidentNameCol = Col("Incident", ["River flooding", "Levee breach", "Wildfire", "Landslide", "Power-grid failure", "Chemical spill"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "High", "Moderate", "Moderate", "Low"])
+incidentStatusCol = Col("Status", ["Expanding", "Contained 40%", "Advancing east", "Stable", "Crews deployed", "Contained"])
+resourceSection = Card([resourceHeader, resourceTable, supplyTable], "card", "column", "m")
+resourceHeader = CardHeader("Available response resources", "Deployable assets not currently assigned")
+resourceTable = Table([resourceTypeCol, resourceAvailableCol, resourceStagedCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Fire engines", "Rescue boats", "Utility vehicles", "Medical personnel", "Fire and rescue personnel", "Logistics personnel"])
+resourceAvailableCol = Col("Available", [8, 6, 12, 8, 42, 61, 23], "number")
+resourceStagedCol = Col("Staging area", ["Central Depot", "Station 4", "North Marina", "Central Depot", "Field Hospital", "Stations 2–6", "Warehouse A"])
+supplyTable = Table([supplyNameCol, supplyAvailableCol, supplyUnitCol])
+supplyNameCol = Col("Supply", ["Drinking water", "Meal kits", "Blankets", "Medical kits", "Fuel"])
+supplyAvailableCol = Col("Available", [18500, 9200, 3400, 780, 12400], "number")
+supplyUnitCol = Col("Unit", ["Liters", "Meals", "Units", "Kits", "Liters"])
+shelterSection = Card([shelterHeader, shelterTable], "card", "column", "m")
+shelterHeader = CardHeader("Shelters", "Current capacity and registered occupancy")
+shelterTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupancyCol, shelterFreeCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["North High School", "Civic Arena", "East Community Hall", "South Recreation Center", "West Library"])
+shelterZoneCol = Col("Zone", ["North", "Central", "East", "South", "West"])
+shelterCapacityCol = Col("Capacity", [600, 1000, 350, 500, 250], "number")
+shelterOccupancyCol = Col("Occupied", [558, 710, 246, 401, 95], "number")
+shelterFreeCol = Col("Free spaces", [42, 290, 104, 99, 155], "number")
+shelterStatusCol = Col("Status", ["Near capacity", "Open", "Open", "Busy", "Open"])
+routeSection = Card([routeHeader, routeTable], "card", "column", "m")
+routeHeader = CardHeader("Evacuation routes", "Live accessibility and traffic status")
+routeTable = Table([routeNameCol, routeZoneCol, routeDestinationCol, routeStateCol, routeNoteCol])
+routeNameCol = Col("Route", ["N-1", "N-2", "E-1", "S-1", "W-1"])
+routeZoneCol = Col("Zone", ["North", "North", "East", "South", "West"])
+routeDestinationCol = Col("Destination", ["Civic Arena", "Central District", "East Community Hall", "South Recreation Center", "West Library"])
+routeStateCol = Col("Status", ["Open", "Closed", "Restricted", "Open", "Open"])
+routeNoteCol = Col("Condition", ["Heavy traffic", "Bridge inundated", "Emergency vehicles only", "Clear", "Moderate traffic"])
+weatherSection = Card([weatherHeader, weatherAlert, weatherTable], "card", "column", "m")
+weatherHeader = CardHeader("48-hour weather forecast", "Conditions affecting field operations")
+weatherAlert = Alert("Flash-flood warning", "Heavy rain and strong winds are expected overnight through Wednesday morning.", "warning")
+weatherTable = Table([weatherPeriodCol, weatherConditionCol, weatherTempCol, weatherRainCol, weatherWindCol])
+weatherPeriodCol = Col("Period", ["Tue afternoon", "Tue night", "Wed morning", "Wed afternoon", "Wed night", "Thu morning"])
+weatherConditionCol = Col("Forecast", ["Heavy rain", "Severe storms", "Heavy rain", "Showers", "Cloudy", "Partly cloudy"])
+weatherTempCol = Col("Temperature", ["27°C", "22°C", "23°C", "26°C", "21°C", "24°C"])
+weatherRainCol = Col("Rain chance", ["90%", "95%", "85%", "60%", "30%", "20%"])
+weatherWindCol = Col("Wind", ["35 km/h", "55 km/h", "45 km/h", "30 km/h", "20 km/h", "15 km/h"])
+impactSection = Card([impactSectionHeader, impactZoneTable], "card", "column", "m")
+impactSectionHeader = CardHeader("Rescues and casualties", "Verified totals reported by zone")
+impactZoneTable = Table([impactZoneCol, rescuedCol, casualtiesCol, injuredCol])
+impactZoneCol = Col("Zone", ["North", "East", "South", "West"])
+rescuedCol = Col("Rescued", [231, 104, 67, 26], "number")
+casualtiesCol = Col("Casualties", [7, 3, 2, 0], "number")
+injuredCol = Col("Injured", [31, 18, 12, 6], "number")
+volunteerSection = Card([volunteerHeader, volunteerTable], "card", "column", "m")
+volunteerHeader = CardHeader("Volunteers on duty", "Current assignments and check-in status")
+volunteerTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerShiftCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Omar Haddad", "Sofia Reyes", "Liam Brooks", "Aisha Bello", "Noah Kim"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter registration", "Supply distribution", "Radio dispatch", "Meal service", "Family reunification", "Sandbag team"])
+volunteerZoneCol = Col("Location", ["North High School", "Warehouse A", "Command Center", "Civic Arena", "East Community Hall", "North Zone"])
+volunteerShiftCol = Col("Shift status", ["On duty", "On duty", "On duty", "Break at 15:00", "On duty", "On duty"])
+donationSection = Card([donationHeader, donationTotals, donationTable], "card", "column", "m")
+donationHeader = CardHeader("Donations received", "Confirmed contributions since activation")
+donationTotals = TextCallout("success", "Donation total", "$284,750 cash plus 18,400 in-kind units received.")
+donationTable = Table([donorCol, donationTypeCol, donationAmountCol, donationTimeCol])
+donorCol = Col("Source", ["Community Relief Fund", "FreshMart", "Regional Bank", "Public donations", "MedSupply Co."])
+donationTypeCol = Col("Type", ["Cash", "Bottled water", "Cash", "Cash", "Medical supplies"])
+donationAmountCol = Col("Amount", ["$100,000", "12,000 liters", "$75,000", "$109,750", "6,400 units"])
+donationTimeCol = Col("Received", ["08:20", "09:45", "10:10", "Through 14:00", "13:25"])
+aidSection = Card([aidHeader, aidAlert, aidTable], "card", "column", "m")
+aidHeader = CardHeader("Aid requests awaiting action", "Seven requests pending dispatch or approval")
+aidAlert = Alert("Two urgent requests overdue", "North High School needs drinking water and the North Marina needs boat fuel.", "warning")
+aidTable = Table([aidIdCol, aidRequesterCol, aidNeedCol, aidPriorityCol, aidAgeCol])
+aidIdCol = Col("Request", ["AR-1042", "AR-1043", "AR-1044", "AR-1045", "AR-1046", "AR-1047", "AR-1048"])
+aidRequesterCol = Col("Requester", ["North High School", "North Marina", "East Clinic", "South Recreation Center", "West Utility Crew", "Field Hospital", "Levee Team 3"])
+aidNeedCol = Col("Need", ["2,000 L water", "1,200 L boat fuel", "20 medical kits", "500 meal kits", "2 generators", "15 nurses", "8,000 sandbags"])
+aidPriorityCol = Col("Priority", ["Urgent", "Urgent", "High", "High", "Medium", "High", "High"])
+aidAgeCol = Col("Waiting", ["46 min", "39 min", "28 min", "24 min", "18 min", "12 min", "8 min"])
+communicationsSection = Card([communicationsHeader, communicationsTable], "card", "column", "m")
+communicationsHeader = CardHeader("Communication channels", "Operational status and last successful check")
+communicationsTable = Table([channelNameCol, channelPurposeCol, channelStatusCol, channelCheckCol])
+channelNameCol = Col("Channel", ["Emergency Radio 1", "Emergency Radio 2", "Satellite Link", "Public Safety LTE", "Dispatch Phone", "SMS Alert Gateway", "Amateur Radio"])
+channelPurposeCol = Col("Purpose", ["Primary command", "Field operations", "Backup command", "Responder data", "Agency coordination", "Public alerts", "Community backup"])
+channelStatusCol = Col("Status", ["Up", "Up", "Up", "Degraded", "Up", "Up", "Down"])
+channelCheckCol = Col("Last check", ["14:28", "14:27", "14:25", "14:26", "14:29", "14:24", "13:52"])
+roadSection = Card([roadHeader, roadTable], "card", "column", "m")
+roadHeader = CardHeader("Road closures", "Confirmed closures affecting response and evacuation")
+roadTable = Table([roadNameCol, roadZoneCol, roadClosureCol, roadDetourCol])
+roadNameCol = Col("Road", ["River Road", "North Bridge", "Pine Ridge Highway", "Mill Street", "Harbor Access Road"])
+roadZoneCol = Col("Zone", ["North", "North", "East", "South", "West"])
+roadClosureCol = Col("Reason", ["Flooding", "Structural damage", "Wildfire operations", "Landslide debris", "Downed power lines"])
+roadDetourCol = Col("Detour", ["Use Route N-1", "Use Central Bridge", "Use County Road 8", "Use Lake Avenue", "Use Industrial Parkway"])
+hospitalSection = Card([hospitalHeader, hospitalTable], "card", "column", "m")
+hospitalHeader = CardHeader("Nearby hospitals", "Emergency capability and currently free beds")
+hospitalTable = Table([hospitalNameCol, hospitalDistanceCol, hospitalFreeBedsCol, hospitalTraumaCol, hospitalStatusCol])
+hospitalNameCol = Col("Hospital", ["Central General", "St. Anne Medical Center", "East Regional", "Southside Community", "County Children's"])
+hospitalDistanceCol = Col("Distance", ["3.2 km", "6.8 km", "9.1 km", "11.4 km", "14.0 km"])
+hospitalFreeBedsCol = Col("Free beds", [18, 7, 24, 13, 9], "number")
+hospitalTraumaCol = Col("Capability", ["Level I trauma", "Level II trauma", "Emergency and burns", "Emergency", "Pediatric emergency"])
+hospitalStatusCol = Col("Status", ["Accepting", "Limited", "Accepting", "Accepting", "Accepting"])
+taskSection = Card([taskHeader, taskTable], "card", "column", "m")
+taskHeader = CardHeader("Open tasks", "Outstanding coordination actions and assignees")
+taskTable = Table([taskIdCol, taskTitleCol, taskAssigneeCol, taskPriorityCol, taskDueCol])
+taskIdCol = Col("Task", ["T-221", "T-222", "T-223", "T-224", "T-225", "T-226"])
+taskTitleCol = Col("Action", ["Inspect North Bridge", "Restock shelter water", "Confirm hospital transfers", "Publish route update", "Deploy backup radio", "Reconcile volunteer roster"])
+taskAssigneeCol = Col("Assignee", ["Engineering Unit", "Logistics — D. Patel", "Medical — Dr. Evans", "Public Information — J. Lee", "Comms — R. Okafor", "Volunteer Desk — M. Silva"])
+taskPriorityCol = Col("Priority", ["Urgent", "Urgent", "High", "High", "Medium", "Medium"])
+taskDueCol = Col("Due", ["15:00", "15:10", "15:20", "15:30", "16:00", "16:30"])
+actionTabs = Tabs([resourceTab, broadcastTab, reportTab])
+resourceTab = TabItem("request-resources", "Request resources", [resourceRequestIntro, resourceRequestForm])
+resourceRequestIntro = TextContent("Submit an operational request to logistics. Specify the resource type and quantity required.")
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [requestZoneField, requestTypeField, requestQuantityField, requestPriorityField, requestNotesField])
+requestZoneField = FormControl("Destination zone", requestZoneSelect)
+requestZoneSelect = Select("request_zone", [requestZoneNorth, requestZoneEast, requestZoneSouth, requestZoneWest, requestZoneCentral], "Select destination")
+requestZoneNorth = SelectItem("north", "North Zone")
+requestZoneEast = SelectItem("east", "East Zone")
+requestZoneSouth = SelectItem("south", "South Zone")
+requestZoneWest = SelectItem("west", "West Zone")
+requestZoneCentral = SelectItem("central", "Central staging area")
+requestTypeField = FormControl("Resource type", requestTypeSelect)
+requestTypeSelect = Select("resource_type", [requestVehicle, requestPersonnel, requestWater, requestFood, requestMedical, requestFuel, requestOther], "Select resource type")
+requestVehicle = SelectItem("vehicle", "Vehicle")
+requestPersonnel = SelectItem("personnel", "Personnel")
+requestWater = SelectItem("water", "Drinking water")
+requestFood = SelectItem("food", "Meal kits")
+requestMedical = SelectItem("medical", "Medical supplies")
+requestFuel = SelectItem("fuel", "Fuel")
+requestOther = SelectItem("other", "Other")
+requestQuantityField = FormControl("Quantity", requestQuantityInput, "Enter the number of units required.")
+requestQuantityInput = Input("quantity", "Required quantity", "number")
+requestPriorityField = FormControl("Priority", requestPriorityRadio)
+requestPriorityRadio = RadioGroup("request_priority", [requestPriorityRoutine, requestPriorityHigh, requestPriorityUrgent], "high")
+requestPriorityRoutine = RadioItem("Routine", "Needed within six hours", "routine")
+requestPriorityHigh = RadioItem("High", "Needed within two hours", "high")
+requestPriorityUrgent = RadioItem("Urgent", "Immediate life-safety need", "urgent")
+requestNotesField = FormControl("Operational details", requestNotesInput)
+requestNotesInput = TextArea("request_notes", "Describe the need, delivery point, and receiving contact.", 4)
+resourceRequestButtons = Buttons([resourceSubmitButton, resourceClearButton])
+resourceSubmitButton = Button("Submit resource request", null, "primary")
+resourceClearButton = Button("Clear", null, "tertiary")
+broadcastTab = TabItem("broadcast-update", "Broadcast update", [broadcastWarning, broadcastForm])
+broadcastWarning = Alert("Public broadcast", "Messages may be distributed across SMS, radio, web, and social channels. Verify all instructions before sending.", "warning")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastAudienceField, broadcastZoneField, broadcastMessageField])
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("broadcast_audience", [audiencePublic, audienceResponders, audienceShelters, audienceAll], "Select audience")
+audiencePublic = SelectItem("public", "Public")
+audienceResponders = SelectItem("responders", "Emergency responders")
+audienceShelters = SelectItem("shelters", "Shelter managers")
+audienceAll = SelectItem("all", "All audiences")
+broadcastZoneField = FormControl("Target zone", broadcastZoneSelect)
+broadcastZoneSelect = Select("broadcast_zone", [broadcastAllZones, broadcastNorth, broadcastEast, broadcastSouth, broadcastWest], "Select coverage")
+broadcastAllZones = SelectItem("all", "All zones")
+broadcastNorth = SelectItem("north", "North Zone")
+broadcastEast = SelectItem("east", "East Zone")
+broadcastSouth = SelectItem("south", "South Zone")
+broadcastWest = SelectItem("west", "West Zone")
+broadcastMessageField = FormControl("Message", broadcastMessageInput, "Include the issuing authority, affected area, action, and effective time.")
+broadcastMessageInput = TextArea("broadcast_message", "Enter the verified emergency update.", 6)
+broadcastButtons = Buttons([broadcastPreviewButton, broadcastSendButton])
+broadcastPreviewButton = Button("Preview broadcast", null, "secondary")
+broadcastSendButton = Button("Broadcast update", null, "primary")
+reportTab = TabItem("situation-report", "File situation report", [reportIntro, reportForm])
+reportIntro = TextContent("Record the latest operational picture for command review and interagency distribution.")
+reportForm = Form("situation-report", reportButtons, [reportZoneField, reportPeriodField, reportSeverityField, reportSummaryField, reportActionsField, reportNeedsField])
+reportZoneField = FormControl("Reporting zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportAllZones, reportNorth, reportEast, reportSouth, reportWest], "Select reporting area")
+reportAllZones = SelectItem("all", "All zones / command summary")
+reportNorth = SelectItem("north", "North Zone")
+reportEast = SelectItem("east", "East Zone")
+reportSouth = SelectItem("south", "South Zone")
+reportWest = SelectItem("west", "West Zone")
+reportPeriodField = FormControl("Operational period", reportPeriodInput)
+reportPeriodInput = Input("operational_period", "Example: 14:00–18:00")
+reportSeverityField = FormControl("Current severity", reportSeveritySelect)
+reportSeveritySelect = Select("report_severity", [reportLow, reportModerate, reportHigh, reportCritical], "Select severity")
+reportLow = SelectItem("low", "Low")
+reportModerate = SelectItem("moderate", "Moderate")
+reportHigh = SelectItem("high", "High")
+reportCritical = SelectItem("critical", "Critical")
+reportSummaryField = FormControl("Situation summary", reportSummaryInput)
+reportSummaryInput = TextArea("situation_summary", "Describe current conditions, impacts, and changes since the last report.", 5)
+reportActionsField = FormControl("Actions completed and underway", reportActionsInput)
+reportActionsInput = TextArea("actions", "List completed and ongoing response actions.", 4)
+reportNeedsField = FormControl("Unmet needs and next objectives", reportNeedsInput)
+reportNeedsInput = TextArea("unmet_needs", "List resource gaps, risks, and objectives for the next period.", 4)
+reportButtons = Buttons([reportSaveButton, reportFileButton])
+reportSaveButton = Button("Save draft", null, "secondary")
+reportFileButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..abc29f1d4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-disaster__r4.txt
@@ -0,0 +1,211 @@
+root = Card([header, criticalAlert, zoneFocusForm, summaryRow, incidentsSection, resourcesSection, sheltersSection, routesSection, weatherSection, impactSection, volunteersSection, donationsSection, aidSection, communicationsSection, roadsSection, hospitalsSection, tasksSection, actionTabs], "card", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational dashboard • Updated 18 Aug 2026, 14:30 local")
+criticalAlert = Alert("Priority conditions", "Zone North remains at critical severity. Route N-2 is closed, and three urgent aid requests await dispatch.", "destructive")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operations on one zone", zoneFocusSelect, "Filters incident coordination to the selected zone")
+zoneFocusSelect = Select("zone", [zoneAll, zoneNorth, zoneEast, zoneSouth, zoneWest], "Select zone", null, "all")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north", "North Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneFocusButtons = Buttons([applyZoneButton])
+applyZoneButton = Button("Apply zone focus", null, "primary")
+summaryRow = Card([severitySummary, impactSummary, readinessSummary], "sunk", "row", "l", "stretch", "between", true)
+severitySummary = Card([severityHeading, severityChart], "clear", "column", "s")
+severityHeading = Heading("Overall severity", "h2")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [1, 2, 1, 0], "donut")
+impactSummary = Card([impactHeading, impactTable], "clear", "column", "s")
+impactHeading = Heading("Human impact", "h2")
+impactTable = Table([impactMetricCol, impactValueCol])
+impactMetricCol = Col("Metric", ["People rescued", "Casualties", "Missing"])
+impactValueCol = Col("Total", [428, 17, 9], "number")
+readinessSummary = Card([readinessHeading, readinessTable], "clear", "column", "s")
+readinessHeading = Heading("Response readiness", "h2")
+readinessTable = Table([readinessMetricCol, readinessValueCol])
+readinessMetricCol = Col("Metric", ["Vehicles ready", "Personnel available", "Open shelter beds", "Pending aid requests"])
+readinessValueCol = Col("Available", [23, 146, 770, 5], "number")
+incidentsSection = Card([incidentsHeader, incidentsTable], "card", "column", "m")
+incidentsHeader = CardHeader("Active incidents by zone", "Current severity and operational status")
+incidentsTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "East", "South", "West"])
+incidentNameCol = Col("Incident", ["River flooding", "Industrial fire", "Landslides", "Power and water outage"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "High", "Moderate"])
+incidentStatusCol = Col("Status", ["Expanding", "Contained 60%", "Intermittent movement", "Stabilizing"])
+resourcesSection = Card([resourcesHeader, resourceTable, suppliesTable], "card", "column", "m")
+resourcesHeader = CardHeader("Available resources", "Deployable vehicles, personnel, and supplies")
+resourceTable = Table([resourceTypeCol, resourceTotalCol, resourceAvailableCol, resourceDeployedCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Fire engines", "Rescue boats", "High-clearance trucks", "Medical personnel", "Rescue personnel", "Logistics personnel"])
+resourceTotalCol = Col("Total", [14, 10, 8, 12, 92, 118, 54], "number")
+resourceAvailableCol = Col("Available", [5, 4, 6, 8, 48, 67, 31], "number")
+resourceDeployedCol = Col("Deployed", [9, 6, 2, 4, 44, 51, 23], "number")
+suppliesTable = Table([supplyNameCol, supplyAvailableCol, supplyUnitCol, supplyCoverageCol])
+supplyNameCol = Col("Supply", ["Drinking water", "Meal kits", "Medical kits", "Blankets", "Fuel"])
+supplyAvailableCol = Col("Available", [18500, 9200, 640, 3100, 12400], "number")
+supplyUnitCol = Col("Unit", ["liters", "meals", "kits", "units", "liters"])
+supplyCoverageCol = Col("Estimated coverage", ["31 hours", "26 hours", "Adequate", "Adequate", "38 hours"])
+sheltersSection = Card([sheltersHeader, sheltersTable], "card", "column", "m")
+sheltersHeader = CardHeader("Shelters", "Capacity and current occupancy")
+sheltersTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupancyCol, shelterFreeCol])
+shelterNameCol = Col("Shelter", ["Central High School", "Riverside Arena", "South Community Hall", "West Civic Center"])
+shelterZoneCol = Col("Zone", ["North", "East", "South", "West"])
+shelterCapacityCol = Col("Capacity", [800, 650, 500, 420], "number")
+shelterOccupancyCol = Col("Occupied", [734, 418, 301, 147], "number")
+shelterFreeCol = Col("Free beds", [66, 232, 199, 273], "number")
+routesSection = Card([routesHeader, routesTable], "card", "column", "m")
+routesHeader = CardHeader("Evacuation routes", "Live accessibility and traffic status")
+routesTable = Table([routeNameCol, routeZoneCol, routeStatusCol, routeConditionCol])
+routeNameCol = Col("Route", ["N-1 River Road", "N-2 Valley Bridge", "E-4 Industrial Bypass", "S-3 Ridge Highway", "W-1 Coastal Avenue"])
+routeZoneCol = Col("Zone", ["North", "North", "East", "South", "West"])
+routeStatusCol = Col("Status", ["Restricted", "Closed", "Open", "Restricted", "Open"])
+routeConditionCol = Col("Condition", ["Emergency vehicles only", "Bridge inundated", "Heavy traffic, 25 min delay", "Single lane near km 18", "Clear"])
+weatherSection = Card([weatherHeader, weatherChart, weatherTable], "card", "column", "m")
+weatherHeader = CardHeader("48-hour weather forecast", "Rainfall, wind, and operational hazards")
+weatherChart = BarChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries], "grouped", "Forecast horizon", "Rainfall (mm)")
+rainSeries = Series("Rainfall", [12, 24, 31, 18, 9, 6, 4, 2, 3])
+weatherTable = Table([forecastPeriodCol, forecastConditionCol, forecastTempCol, forecastWindCol, forecastRiskCol])
+forecastPeriodCol = Col("Period", ["0–12h", "12–24h", "24–36h", "36–48h"])
+forecastConditionCol = Col("Conditions", ["Heavy rain and thunderstorms", "Rain easing", "Cloudy with showers", "Mostly cloudy"])
+forecastTempCol = Col("Temperature", ["21–24°C", "20–23°C", "19–25°C", "18–26°C"])
+forecastWindCol = Col("Wind", ["35–50 km/h", "25–40 km/h", "15–25 km/h", "10–20 km/h"])
+forecastRiskCol = Col("Operational risk", ["Flash flooding likely", "Flood levels remain high", "Landslide risk persists", "Improving"])
+impactSection = Card([impactHeader, impactDetailTable], "card", "column", "m")
+impactHeader = CardHeader("Rescues and casualties", "Verified totals by zone")
+impactDetailTable = Table([impactZoneCol, rescuedCol, injuredCol, fatalityCol, missingCol])
+impactZoneCol = Col("Zone", ["North", "East", "South", "West", "Total"])
+rescuedCol = Col("Rescued", [186, 94, 103, 45, 428], "number")
+injuredCol = Col("Injured", [41, 27, 18, 9, 95], "number")
+fatalityCol = Col("Fatalities", [8, 4, 3, 2, 17], "number")
+missingCol = Col("Missing", [5, 1, 3, 0, 9], "number")
+volunteersSection = Card([volunteersHeader, volunteersTable], "card", "column", "m")
+volunteersHeader = CardHeader("Volunteers on duty", "Current assignments and check-in status")
+volunteersTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerShiftCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Omar Haddad", "Sofia Reyes", "Liam Brooks", "Aisha Patel", "Noah Williams"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter intake", "Supply distribution", "Family reunification", "Sandbag team", "Radio liaison", "Meal service"])
+volunteerZoneCol = Col("Zone", ["North", "East", "Central desk", "South", "West", "North"])
+volunteerShiftCol = Col("Shift status", ["On duty until 18:00", "On duty until 20:00", "On duty until 17:00", "On duty until 19:00", "On duty until 22:00", "On duty until 18:30"])
+donationsSection = Card([donationsHeader, donationsTable], "card", "column", "m")
+donationsHeader = CardHeader("Donations received", "Confirmed monetary and in-kind support")
+donationsTable = Table([donationSourceCol, donationTypeCol, donationAmountCol, donationStatusCol])
+donationSourceCol = Col("Source", ["Community Relief Fund", "Northstar Foods", "Regional Pharmacy Group", "Public online appeal", "BuildCo"])
+donationTypeCol = Col("Type", ["Cash", "Meal kits", "Medical supplies", "Cash", "Generators"])
+donationAmountCol = Col("Amount", ["$185,000", "4,000 kits", "$72,000 value", "$96,420", "12 units"])
+donationStatusCol = Col("Status", ["Cleared", "Received", "Received", "Processing", "8 received, 4 in transit"])
+aidSection = Card([aidHeader, aidAlert, aidTable], "card", "column", "m")
+aidHeader = CardHeader("Aid requests awaiting action", "Dispatch or procurement required")
+aidAlert = Alert("Three urgent requests", "Medical oxygen, rescue boats, and infant supplies require immediate action.", "warning")
+aidTable = Table([aidIdCol, aidZoneCol, aidRequestCol, aidPriorityCol, aidAgeCol])
+aidIdCol = Col("Request", ["AR-204", "AR-205", "AR-206", "AR-207", "AR-208"])
+aidZoneCol = Col("Zone", ["North", "North", "East", "South", "West"])
+aidRequestCol = Col("Need", ["40 oxygen cylinders", "2 rescue boats", "Infant formula and diapers", "1 portable generator", "200 blankets"])
+aidPriorityCol = Col("Priority", ["Urgent", "Urgent", "Urgent", "High", "Normal"])
+aidAgeCol = Col("Waiting", ["42 min", "31 min", "24 min", "18 min", "12 min"])
+communicationsSection = Card([communicationsHeader, communicationsTable], "card", "column", "m")
+communicationsHeader = CardHeader("Communication channels", "Availability of operational networks")
+communicationsTable = Table([channelNameCol, channelStatusCol, channelCoverageCol, channelNoteCol])
+channelNameCol = Col("Channel", ["Emergency radio", "Dispatch trunk network", "Satellite phones", "Public alert system", "Cellular network", "Operations internet"])
+channelStatusCol = Col("Status", ["Up", "Up", "Up", "Up", "Degraded", "Up"])
+channelCoverageCol = Col("Coverage", ["All zones", "All zones", "12 of 12 units", "District-wide", "North and East intermittent", "Coordination center"])
+channelNoteCol = Col("Note", ["Clear", "Normal load", "Tested 14:10", "Ready", "Use SMS where possible", "Primary and backup links active"])
+roadsSection = Card([roadsHeader, roadsTable], "card", "column", "m")
+roadsHeader = CardHeader("Roads closed", "Confirmed closures affecting response movement")
+roadsTable = Table([roadNameCol, roadZoneCol, roadReasonCol, roadClosureCol])
+roadNameCol = Col("Road", ["Valley Bridge / N-2", "Mill Creek Road", "Quarry Pass", "Harbor Underpass"])
+roadZoneCol = Col("Zone", ["North", "North", "South", "East"])
+roadReasonCol = Col("Reason", ["Flooding", "Washout", "Landslide debris", "Fire operations"])
+roadClosureCol = Col("Expected review", ["18:00", "Tomorrow 08:00", "In 4 hours", "16:30"])
+hospitalsSection = Card([hospitalsHeader, hospitalsTable], "card", "column", "m")
+hospitalsHeader = CardHeader("Nearby hospitals", "Free beds and emergency capability")
+hospitalsTable = Table([hospitalNameCol, hospitalDistanceCol, hospitalBedsCol, hospitalTraumaCol, hospitalStatusCol])
+hospitalNameCol = Col("Hospital", ["Central General", "St. Anne Medical Center", "Eastside Regional", "County Field Hospital"])
+hospitalDistanceCol = Col("Distance", ["4 km", "9 km", "13 km", "6 km"])
+hospitalBedsCol = Col("Free beds", [18, 31, 12, 46], "number")
+hospitalTraumaCol = Col("Trauma beds free", [3, 5, 2, 8], "number")
+hospitalStatusCol = Col("Status", ["Accepting", "Accepting", "Limited intake", "Accepting"])
+tasksSection = Card([tasksHeader, tasksTable], "card", "column", "m")
+tasksHeader = CardHeader("Open tasks", "Assigned operational work")
+tasksTable = Table([taskIdCol, taskDescriptionCol, taskAssigneeCol, taskPriorityCol, taskDueCol])
+taskIdCol = Col("Task", ["T-118", "T-119", "T-120", "T-121", "T-122"])
+taskDescriptionCol = Col("Description", ["Inspect Riverside levee", "Deliver oxygen to North shelter", "Verify East siren coverage", "Clear Quarry Pass staging area", "Reconcile shelter registries"])
+taskAssigneeCol = Col("Assignee", ["Engineering Unit 2", "Logistics Team Alpha", "Comms Officer Ruiz", "Public Works Crew 4", "Family Services Desk"])
+taskPriorityCol = Col("Priority", ["Urgent", "Urgent", "High", "High", "Normal"])
+taskDueCol = Col("Due", ["15:15", "15:00", "16:00", "17:30", "18:00"])
+actionTabs = Tabs([resourceTab, broadcastTab, reportTab])
+resourceTab = TabItem("request-resources", "Request resources", [resourceRequestIntro, resourceRequestForm])
+resourceRequestIntro = TextContent("Submit a request to logistics for additional deployable resources.")
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [requestZoneField, requestTypeField, requestQuantityField, requestPriorityField, requestNotesField])
+requestZoneField = FormControl("Destination zone", requestZoneSelect)
+requestZoneSelect = Select("request_zone", [requestNorth, requestEast, requestSouth, requestWest], "Select zone")
+requestNorth = SelectItem("north", "North Zone")
+requestEast = SelectItem("east", "East Zone")
+requestSouth = SelectItem("south", "South Zone")
+requestWest = SelectItem("west", "West Zone")
+requestTypeField = FormControl("Resource type", requestTypeSelect)
+requestTypeSelect = Select("resource_type", [typeVehicle, typePersonnel, typeMedical, typeFood, typeWater, typeShelter, typeFuel, typeOther], "Select resource")
+typeVehicle = SelectItem("vehicle", "Vehicle")
+typePersonnel = SelectItem("personnel", "Personnel")
+typeMedical = SelectItem("medical", "Medical supplies")
+typeFood = SelectItem("food", "Food")
+typeWater = SelectItem("water", "Drinking water")
+typeShelter = SelectItem("shelter", "Shelter supplies")
+typeFuel = SelectItem("fuel", "Fuel")
+typeOther = SelectItem("other", "Other")
+requestQuantityField = FormControl("Quantity", requestQuantityInput, "Enter the number of units required")
+requestQuantityInput = Input("quantity", "Required quantity", "number")
+requestPriorityField = FormControl("Priority", requestPriorityRadio)
+requestPriorityRadio = RadioGroup("request_priority", [priorityUrgent, priorityHigh, priorityRoutine], "high")
+priorityUrgent = RadioItem("Urgent", "Immediate threat to life or operations", "urgent")
+priorityHigh = RadioItem("High", "Needed within four hours", "high")
+priorityRoutine = RadioItem("Routine", "Needed within 24 hours", "routine")
+requestNotesField = FormControl("Operational details", requestNotesArea)
+requestNotesArea = TextArea("request_notes", "Location, delivery constraints, and justification", 4)
+resourceRequestButtons = Buttons([submitResourceButton, clearResourceButton])
+submitResourceButton = Button("Submit resource request", null, "primary")
+clearResourceButton = Button("Clear", null, "tertiary")
+broadcastTab = TabItem("broadcast", "Broadcast update", [broadcastIntro, broadcastForm])
+broadcastIntro = TextContent("Send an operational update through selected emergency communication channels.")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastAudienceField, broadcastChannelsField, broadcastMessageField])
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("broadcast_audience", [audiencePublic, audienceResponders, audienceShelters, audienceAll], "Select audience")
+audiencePublic = SelectItem("public", "Public")
+audienceResponders = SelectItem("responders", "Emergency responders")
+audienceShelters = SelectItem("shelters", "Shelter managers")
+audienceAll = SelectItem("all", "All audiences")
+broadcastChannelsField = FormControl("Channels", broadcastChannelsGroup)
+broadcastChannelsGroup = CheckBoxGroup("broadcast_channels", [channelAlert, channelSms, channelRadio, channelSocial])
+channelAlert = CheckBoxItem("Public alert system", "District-wide emergency alerts", "public_alert", true)
+channelSms = CheckBoxItem("SMS", "Mobile text alert", "sms", true)
+channelRadio = CheckBoxItem("Emergency radio", "Responder radio bulletin", "radio", true)
+channelSocial = CheckBoxItem("Official social channels", "Public information accounts", "social", false)
+broadcastMessageField = FormControl("Message", broadcastMessageArea, "Include the affected area, required action, and effective time")
+broadcastMessageArea = TextArea("broadcast_message", "Enter the update to broadcast", 5)
+broadcastButtons = Buttons([sendBroadcastButton, saveDraftButton])
+sendBroadcastButton = Button("Broadcast update", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
+reportTab = TabItem("situation-report", "File situation report", [reportIntro, situationReportForm])
+reportIntro = TextContent("File a timestamped situation report for command review and the operational record.")
+situationReportForm = Form("situation-report", reportButtons, [reportZoneField, reportPeriodField, reportSeverityField, reportSummaryField, reportActionsField, reportNeedsField])
+reportZoneField = FormControl("Reporting zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportAll, reportNorth, reportEast, reportSouth, reportWest], "Select reporting area")
+reportAll = SelectItem("all", "All zones")
+reportNorth = SelectItem("north", "North Zone")
+reportEast = SelectItem("east", "East Zone")
+reportSouth = SelectItem("south", "South Zone")
+reportWest = SelectItem("west", "West Zone")
+reportPeriodField = FormControl("Reporting period", reportPeriodPicker)
+reportPeriodPicker = DatePicker("report_period", "range")
+reportSeverityField = FormControl("Current severity", reportSeverityRadio)
+reportSeverityRadio = RadioGroup("report_severity", [severityCritical, severityHigh, severityModerate, severityLow])
+severityCritical = RadioItem("Critical", "Immediate widespread threat", "critical")
+severityHigh = RadioItem("High", "Major response operations active", "high")
+severityModerate = RadioItem("Moderate", "Localized impacts under management", "moderate")
+severityLow = RadioItem("Low", "Monitoring and recovery activity", "low")
+reportSummaryField = FormControl("Situation summary", reportSummaryArea)
+reportSummaryArea = TextArea("situation_summary", "Describe current conditions, impacts, and changes since the last report", 5)
+reportActionsField = FormControl("Actions completed or underway", reportActionsArea)
+reportActionsArea = TextArea("actions_underway", "List response actions and outcomes", 4)
+reportNeedsField = FormControl("Outstanding needs and risks", reportNeedsArea)
+reportNeedsArea = TextArea("outstanding_needs", "Document unmet needs, constraints, and forecast risks", 4)
+reportButtons = Buttons([fileReportButton, saveReportButton])
+fileReportButton = Button("File situation report", null, "primary")
+saveReportButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..b7b343251
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r1.txt
@@ -0,0 +1,74 @@
+root = Card([header, filters, exportActions, financials, quarterlyTrend, departmentSection, commercialSection, healthSection, executionSection, boardSection], "card", "column", "l")
+header = CardHeader("Quarterly Command View", "Executive performance, risk, and strategy overview")
+filters = Form("command-view-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q126, q425, q325, q225], "Select quarter", null, "Q1 2026")
+q126 = SelectItem("Q1 2026", "Q1 2026")
+q425 = SelectItem("Q4 2025", "Q4 2025")
+q325 = SelectItem("Q3 2025", "Q3 2025")
+q225 = SelectItem("Q2 2025", "Q2 2025")
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionAll, regionNA, regionEMEA, regionAPAC, regionLATAM], "Select region", null, "all")
+regionAll = SelectItem("all", "All regions")
+regionNA = SelectItem("north-america", "North America")
+regionEMEA = SelectItem("emea", "EMEA")
+regionAPAC = SelectItem("apac", "APAC")
+regionLATAM = SelectItem("latam", "Latin America")
+filterButtons = Buttons([applyFilters])
+applyFilters = Button("Apply view", null, "primary")
+exportActions = Buttons([exportPack])
+exportPack = Button("Export board pack", null, "secondary")
+financials = Card([financialHeader, financialTable], "sunk", "column", "m")
+financialHeader = CardHeader("Financial snapshot", "Q1 2026 actuals and forward liquidity")
+financialTable = Table([financialMetric, financialValue, financialContext])
+financialMetric = Col("Metric", ["Revenue", "Costs", "Profit", "Months of runway"])
+financialValue = Col("Value", ["$48.6M", "$36.9M", "$11.7M", "18.4 months"])
+financialContext = Col("Context", ["+12.5% YoY", "+8.1% YoY", "24.1% margin", "Above 15-month threshold"])
+quarterlyTrend = Card([trendHeader, revenueTrend, costTrend], "clear", "column", "m")
+trendHeader = CardHeader("Four-quarter performance", "Revenue and costs in USD millions")
+revenueTrend = LineChart(["Q2 2025", "Q3 2025", "Q4 2025", "Q1 2026"], [revenueSeries], "natural", "Quarter", "USD millions")
+revenueSeries = Series("Revenue", [39.8, 42.7, 45.1, 48.6])
+costTrend = LineChart(["Q2 2025", "Q3 2025", "Q4 2025", "Q1 2026"], [costSeries], "natural", "Quarter", "USD millions")
+costSeries = Series("Costs", [32.4, 33.8, 35.2, 36.9])
+departmentSection = Card([departmentHeader, budgetChart, headcountChart], "clear", "column", "m")
+departmentHeader = CardHeader("Department command", "Budget performance and current headcount")
+budgetChart = BarChart(["Sales", "Engineering", "Marketing", "Operations", "G&A"], [budgetPlan, budgetActual], "grouped", "Department", "USD millions")
+budgetPlan = Series("Plan", [9.2, 12.5, 5.8, 4.7, 5.1])
+budgetActual = Series("Actual", [9.6, 12.1, 6.3, 4.4, 4.5])
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Operations", "Marketing", "G&A"], [headcountSeries], "grouped", "Employees", "Department")
+headcountSeries = Series("Headcount", [214, 168, 96, 72, 54])
+commercialSection = Card([commercialHeader, commercialTable], "sunk", "column", "m")
+commercialHeader = CardHeader("Commercial engine", "Pipeline, conversion, and customer base")
+commercialTable = Table([commercialMetric, commercialValue, commercialSignal])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate", "Customer count", "Quarterly churn"])
+commercialValue = Col("Value", ["$126.4M", "31.8%", "4,286", "2.7%"])
+commercialSignal = Col("Signal", ["2.6x next-quarter target", "+2.4 pts QoQ", "+8.9% QoQ", "-0.3 pts QoQ"])
+healthSection = Card([healthHeader, npsProgress, npsNote], "clear", "column", "m")
+healthHeader = CardHeader("Customer advocacy", "Net Promoter Score")
+npsProgress = Progress(62, "NPS: 62")
+npsNote = TextContent("NPS improved 5 points quarter over quarter and remains above the annual target of 58.")
+executionSection = Card([executionHeader, executionTabs], "clear", "column", "m")
+executionHeader = CardHeader("Execution and exposure", "Strategic initiatives and top enterprise risks")
+executionTabs = Tabs([initiativesTab, risksTab])
+initiativesTab = TabItem("initiatives", "Strategic initiatives", [initiativesTable])
+initiativesTable = Table([initiativeName, initiativeStatus, initiativeOwner, initiativeUpdate])
+initiativeName = Col("Initiative", ["Enterprise platform launch", "EMEA expansion", "AI-assisted support", "Gross margin program"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "Complete"])
+initiativeOwner = Col("Owner", ["Maya Chen", "Luca Bianchi", "Priya Shah", "Daniel Ortiz"])
+initiativeUpdate = Col("Latest update", ["Beta adoption reached 84%", "Hiring delay may shift launch", "Resolution time down 19%", "Annual savings target achieved"])
+risksTab = TabItem("risks", "Top risks", [risksTable])
+risksTable = Table([riskName, riskOwner, riskLevel, riskMitigation])
+riskName = Col("Risk", ["EMEA regulatory approval", "Enterprise renewal concentration", "Cloud infrastructure dependency", "Senior engineering retention"])
+riskOwner = Col("Owner", ["General Counsel", "Chief Revenue Officer", "Chief Technology Officer", "Chief People Officer"])
+riskLevel = Col("Level", ["High", "High", "Medium", "Medium"])
+riskMitigation = Col("Mitigation", ["Local counsel and phased rollout", "Executive renewal program", "Multi-region failover testing", "Targeted retention packages"])
+boardSection = Card([boardHeader, boardItems, boardActions], "sunk", "column", "m")
+boardHeader = CardHeader("Next board meeting", "Proposed agenda and decisions required")
+boardItems = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4], "number")
+boardItem1 = ListItem("Approve FY2027 operating plan", "Decision required on investment envelope and hiring capacity")
+boardItem2 = ListItem("Review EMEA expansion gate", "Assess regulatory timeline, launch scope, and downside case")
+boardItem3 = ListItem("Discuss capital allocation", "Evaluate runway, acquisition capacity, and debt options")
+boardItem4 = ListItem("Confirm executive succession plan", "Review readiness and development actions for critical roles")
+boardActions = Buttons([prepareBoardPack, addBoardItem])
+prepareBoardPack = Button("Prepare board pack", null, "primary")
+addBoardItem = Button("Add agenda item", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..6d66f83e0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r2.txt
@@ -0,0 +1,73 @@
+root = Card([header, filters, exportActions, financials, quarterlyTrend, departmentSection, commercialSection, customerSection, operationsSection, boardSection], "clear", "column", "l")
+header = CardHeader("Quarterly Command View", "Executive performance, outlook, risks, and board priorities")
+filters = Form("command-view-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q2Item, q1Item, q4Item, q3Item], "Select quarter", [], "2026-Q2")
+q2Item = SelectItem("2026-Q2", "Q2 2026")
+q1Item = SelectItem("2026-Q1", "Q1 2026")
+q4Item = SelectItem("2025-Q4", "Q4 2025")
+q3Item = SelectItem("2025-Q3", "Q3 2025")
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [globalItem, americasItem, emeaItem, apacItem], "Select region", [], "global")
+globalItem = SelectItem("global", "Global")
+americasItem = SelectItem("americas", "Americas")
+emeaItem = SelectItem("emea", "EMEA")
+apacItem = SelectItem("apac", "APAC")
+filterButtons = Buttons([applyFilters])
+applyFilters = Button("Apply view", null, "primary")
+exportActions = Buttons([exportPack])
+exportPack = Button("Export board pack", null, "secondary")
+financials = Card([financialHeader, financialTable], "card", "column", "m")
+financialHeader = CardHeader("Financial snapshot", "Q2 2026 actuals and operating outlook")
+financialTable = Table([financialMetric, financialValue, financialContext])
+financialMetric = Col("Metric", ["Revenue", "Costs", "Profit", "Months of runway"])
+financialValue = Col("Current", ["$48.6M", "$36.9M", "$11.7M", "18.4 months"])
+financialContext = Col("Context", ["+12.5% YoY · 101% of plan", "+8.2% YoY · 98% of plan", "24.1% margin · +2.8 pts YoY", "Base case at current burn"])
+quarterlyTrend = Card([trendHeader, revenueTrend, costTrend], "card", "column", "m")
+trendHeader = CardHeader("Four-quarter performance", "Revenue and costs in USD millions")
+revenueTrend = LineChart(["Q3 2025", "Q4 2025", "Q1 2026", "Q2 2026"], [revenueSeries], "natural", "Quarter", "USD millions")
+revenueSeries = Series("Revenue", [39.8, 43.1, 45.7, 48.6])
+costTrend = LineChart(["Q3 2025", "Q4 2025", "Q1 2026", "Q2 2026"], [costSeries], "natural", "Quarter", "USD millions")
+costSeries = Series("Costs", [33.4, 34.8, 35.9, 36.9])
+departmentSection = Card([departmentHeader, budgetChart, headcountChart], "card", "column", "m")
+departmentHeader = CardHeader("Department performance", "Budget against plan and current headcount")
+budgetChart = BarChart(["Sales", "Marketing", "Product & Engineering", "Customer Success", "G&A"], [actualBudgetSeries, plannedBudgetSeries], "grouped", "Department", "Quarterly spend, USD millions")
+actualBudgetSeries = Series("Actual", [8.4, 5.1, 13.8, 4.2, 5.4])
+plannedBudgetSeries = Series("Plan", [8.7, 5.4, 13.5, 4.3, 5.7])
+headcountChart = HorizontalBarChart(["Product & Engineering", "Sales", "Customer Success", "Marketing", "G&A"], [headcountSeries], "grouped", "Employees", "Department")
+headcountSeries = Series("Headcount", [286, 174, 112, 83, 67])
+commercialSection = Card([commercialHeader, commercialTable], "card", "column", "m")
+commercialHeader = CardHeader("Commercial engine", "Pipeline health and conversion")
+commercialTable = Table([commercialMetric, commercialValue, commercialSignal])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate"])
+commercialValue = Col("Current", ["$126.4M", "31.8%"])
+commercialSignal = Col("Signal", ["3.1× next-quarter quota coverage", "+2.4 pts quarter over quarter"])
+customerSection = Card([customerHeader, customerTable], "card", "column", "m")
+customerHeader = CardHeader("Customer health", "Scale, retention, and advocacy")
+customerTable = Table([customerMetric, customerValue, customerSignal])
+customerMetric = Col("Metric", ["Customer count", "Quarterly logo churn", "NPS"])
+customerValue = Col("Current", ["4,286", "2.1%", "54"])
+customerSignal = Col("Signal", ["+312 net customers this quarter", "-0.4 pts quarter over quarter", "+6 points year over year"])
+operationsSection = Card([operationsHeader, operationsTabs], "card", "column", "m")
+operationsHeader = CardHeader("Execution and risk", "Highest-priority exposures and strategic initiatives")
+operationsTabs = Tabs([riskTab, initiativeTab])
+riskTab = TabItem("risks", "Top risks", [riskTable])
+riskTable = Table([riskName, riskSeverity, riskOwner, riskResponse])
+riskName = Col("Risk", ["Enterprise deal slippage", "Cloud infrastructure concentration", "Senior engineering attrition", "EU regulatory readiness"])
+riskSeverity = Col("Level", ["High", "High", "Medium", "Medium"])
+riskOwner = Col("Owner", ["Chief Revenue Officer", "Chief Technology Officer", "Chief People Officer", "General Counsel"])
+riskResponse = Col("Current response", ["Executive close plans for top 20 deals", "Accelerate secondary-region failover", "Retention packages and succession coverage", "Complete controls audit by September"])
+initiativeTab = TabItem("initiatives", "Strategic initiatives", [initiativeTable])
+initiativeTable = Table([initiativeName, initiativeStatus, initiativeOwner, initiativeMilestone])
+initiativeName = Col("Initiative", ["AI product suite launch", "Enterprise expansion", "Platform reliability program", "International channel build"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "Behind"])
+initiativeOwner = Col("Owner", ["Chief Product Officer", "Chief Revenue Officer", "Chief Technology Officer", "SVP International"])
+initiativeMilestone = Col("Next milestone", ["General availability in September", "Close three lighthouse accounts", "Reach 99.99% availability", "Sign two EMEA distributors"])
+boardSection = Card([boardHeader, boardList], "card", "column", "m")
+boardHeader = CardHeader("Next board meeting", "Proposed decision and discussion items")
+boardList = ListBlock([boardItemOne, boardItemTwo, boardItemThree, boardItemFour, boardItemFive], "number")
+boardItemOne = ListItem("Approve FY2027 operating plan assumptions", "Decision · CEO and CFO")
+boardItemTwo = ListItem("Review enterprise growth recovery plan", "Discussion · Chief Revenue Officer")
+boardItemThree = ListItem("Authorize secondary cloud region investment", "Decision · Chief Technology Officer")
+boardItemFour = ListItem("Evaluate acquisition pipeline and capital allocation", "Discussion · CEO and Corporate Development")
+boardItemFive = ListItem("Confirm executive succession and retention actions", "Decision · Chief People Officer")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..e19324908
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r3.txt
@@ -0,0 +1,86 @@
+root = Card([header, controls, financials, trends, departments, commercial, customers, outlook, risks, initiatives, board, actions], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q2 FY2026 • Consolidated performance and board readiness")
+controls = Form("command-view-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1, q2, q3, q4], "Select quarter", [], "q2-fy26")
+q1 = SelectItem("q1-fy26", "Q1 FY2026")
+q2 = SelectItem("q2-fy26", "Q2 FY2026")
+q3 = SelectItem("q3-fy26", "Q3 FY2026")
+q4 = SelectItem("q4-fy26", "Q4 FY2026")
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionAll, regionNA, regionEMEA, regionAPAC, regionLATAM], "Focus on a region", [], "all")
+regionAll = SelectItem("all", "All regions")
+regionNA = SelectItem("north-america", "North America")
+regionEMEA = SelectItem("emea", "EMEA")
+regionAPAC = SelectItem("apac", "APAC")
+regionLATAM = SelectItem("latam", "Latin America")
+filterButtons = Buttons([applyFilters, resetFilters])
+applyFilters = Button("Apply view", null, "primary")
+resetFilters = Button("Reset", null, "tertiary")
+financials = Card([financialHeader, financialTable], "sunk", "column", "m")
+financialHeader = CardHeader("Financial performance", "Quarter actuals versus plan")
+financialTable = Table([financialMetric, financialActual, financialPlan, financialVariance])
+financialMetric = Col("Metric", ["Revenue", "Costs", "Profit"])
+financialActual = Col("Q2 actual", ["$48.6M", "$34.2M", "$14.4M"])
+financialPlan = Col("Q2 plan", ["$47.0M", "$33.5M", "$13.5M"])
+financialVariance = Col("Variance", ["+$1.6M", "-$0.7M", "+$0.9M"])
+trends = Card([trendHeader, revenueTrend, costTrend], "clear", "column", "m")
+trendHeader = CardHeader("Four-quarter trajectory", "Revenue and costs in USD millions")
+revenueTrend = LineChart(["Q3 FY25", "Q4 FY25", "Q1 FY26", "Q2 FY26"], [revenueSeries], "natural", "Quarter", "USD millions")
+revenueSeries = Series("Revenue", [39.8, 43.1, 45.7, 48.6])
+costTrend = LineChart(["Q3 FY25", "Q4 FY25", "Q1 FY26", "Q2 FY26"], [costSeries], "natural", "Quarter", "USD millions")
+costSeries = Series("Costs", [30.4, 31.6, 32.8, 34.2])
+departments = Card([departmentHeader, budgetChart, headcountChart], "sunk", "column", "m")
+departmentHeader = CardHeader("Department operating view", "Budget against plan and current headcount")
+budgetChart = BarChart(["Sales", "Product", "Engineering", "Marketing", "G&A", "Customer Success"], [budgetActual, budgetPlan], "grouped", "Department", "USD millions")
+budgetActual = Series("Actual", [8.1, 5.8, 9.7, 4.2, 3.4, 3.0])
+budgetPlan = Series("Plan", [7.8, 6.0, 9.5, 4.5, 3.3, 2.9])
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Customer Success", "Product", "Marketing", "G&A"], [headcountSeries], "grouped", "Employees", "Department")
+headcountSeries = Series("Headcount", [184, 126, 82, 68, 54, 46])
+commercial = Card([commercialHeader, commercialTable], "clear", "column", "m")
+commercialHeader = CardHeader("Commercial engine", "Pipeline health and conversion")
+commercialTable = Table([commercialMetric, commercialValue, commercialContext])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate"])
+commercialValue = Col("Current", ["$92.4M", "31.8%"])
+commercialContext = Col("Context", ["1.9× next-quarter target", "+2.6 pts quarter over quarter"])
+customers = Card([customerHeader, customerTable, npsProgress], "sunk", "column", "m")
+customerHeader = CardHeader("Customers", "Scale, retention, and advocacy")
+customerTable = Table([customerMetric, customerValue, customerChange])
+customerMetric = Col("Metric", ["Customer count", "Gross logo churn", "Net Promoter Score"])
+customerValue = Col("Current", ["3,842", "1.9%", "54"])
+customerChange = Col("Quarterly movement", ["+214", "-0.3 pts", "+4 pts"])
+npsProgress = Progress(54, "NPS: 54")
+outlook = Card([outlookHeader, outlookTable, runwayProgress], "clear", "column", "m")
+outlookHeader = CardHeader("Liquidity and resilience", "Forward operating capacity")
+outlookTable = Table([outlookMetric, outlookValue, outlookContext])
+outlookMetric = Col("Metric", ["Months of runway"])
+outlookValue = Col("Current", ["22 months"])
+outlookContext = Col("Context", ["Above 18-month board threshold"])
+runwayProgress = Progress(73, "22 of 30 months reference horizon")
+risks = Card([riskHeader, riskTable], "sunk", "column", "m")
+riskHeader = CardHeader("Top risks", "Highest-priority exposures and accountable owners")
+riskTable = Table([riskName, riskLevel, riskOwner, riskMitigation])
+riskName = Col("Risk", ["Enterprise sales cycle elongation", "EU data residency readiness", "Critical engineering hiring", "Cloud infrastructure concentration"])
+riskLevel = Col("Level", ["High", "High", "Medium", "Medium"])
+riskOwner = Col("Owner", ["CRO • Maya Chen", "CLO • Elena Rossi", "CTO • Daniel Okafor", "COO • Priya Shah"])
+riskMitigation = Col("Current response", ["Executive deal desk and revised qualification", "Regional hosting launch by September", "Specialist recruiting sprint", "Secondary provider failover test"])
+initiatives = Card([initiativeHeader, initiativeTable], "clear", "column", "m")
+initiativeHeader = CardHeader("Strategic initiatives", "Enterprise priorities and delivery status")
+initiativeTable = Table([initiativeName, initiativeOwner, initiativeStatus, initiativeTiming])
+initiativeName = Col("Initiative", ["Launch AI workflow suite", "Expand enterprise channel", "Reach SOC 2 Type II", "Improve gross margin"])
+initiativeOwner = Col("Executive owner", ["CPO", "CRO", "CISO", "COO"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "On track"])
+initiativeTiming = Col("Target", ["Q3 FY2026", "Q4 FY2026", "Q3 FY2026", "Q4 FY2026"])
+board = Card([boardHeader, boardList], "sunk", "column", "m")
+boardHeader = CardHeader("Next board meeting", "Proposed agenda and decisions required")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 planning assumptions", "Decision: growth envelope, hiring pace, and margin target")
+boardItem2 = ListItem("Review enterprise go-to-market reset", "Discussion: pipeline quality, sales capacity, and channel expansion")
+boardItem3 = ListItem("Confirm EU infrastructure investment", "Decision: authorize $2.4M regional hosting program")
+boardItem4 = ListItem("Assess strategic risk posture", "Discussion: data residency, vendor concentration, and talent gaps")
+boardItem5 = ListItem("Executive talent and succession review", "Closed session led by the CEO and People Committee")
+actions = Card([actionHeader, exportButtons], "clear", "column", "s")
+actionHeader = CardHeader("Board pack", "Export the current quarter and region view")
+exportButtons = Buttons([exportPdf, exportXlsx])
+exportPdf = Button("Export board pack PDF", null, "primary")
+exportXlsx = Button("Export data workbook", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..370cb453d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-exec__r4.txt
@@ -0,0 +1,65 @@
+root = Card([header, filters, exportActions, financialsHeader, financialKpis, trends, budgetHeader, budgetChart, headcountHeader, headcountChart, commercialHeader, commercialKpis, customerKpis, executionHeader, executionTables, boardHeader, boardItems], "card", "column", "l")
+header = CardHeader("Quarterly Command View", "Executive performance, outlook, and board readiness")
+filters = Form("command-filters", filterButtons, [quarterField, regionField])
+quarterField = FormControl("Quarter", quarterSelect)
+quarterSelect = Select("quarter", [q2, q1, q4, q3], "Select quarter", null, "2026-Q2", "medium")
+q2 = SelectItem("2026-Q2", "Q2 2026")
+q1 = SelectItem("2026-Q1", "Q1 2026")
+q4 = SelectItem("2025-Q4", "Q4 2025")
+q3 = SelectItem("2025-Q3", "Q3 2025")
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionAll, regionNA, regionEMEA, regionAPAC, regionLATAM], "Focus on a region", null, "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionNA = SelectItem("north-america", "North America")
+regionEMEA = SelectItem("emea", "EMEA")
+regionAPAC = SelectItem("apac", "APAC")
+regionLATAM = SelectItem("latam", "Latin America")
+filterButtons = Buttons([applyFilters])
+applyFilters = Button("Update view", null, "primary")
+exportActions = Buttons([exportPack])
+exportPack = Button("Export board pack", null, "secondary")
+financialsHeader = Heading("Financial performance", "h2")
+financialKpis = Table([financialMetric, financialActual, financialPlan, financialVariance])
+financialMetric = Col("Metric", ["Revenue", "Costs", "Profit", "Months of runway"])
+financialActual = Col("Q2 actual", ["$48.6M", "$35.1M", "$13.5M", "18.4 months"])
+financialPlan = Col("Plan", ["$47.0M", "$34.4M", "$12.6M", "18.0 months"])
+financialVariance = Col("Variance", ["+$1.6M", "-$0.7M", "+$0.9M", "+0.4 months"])
+trends = Card([revenueTrend, costsTrend], "sunk", "row", "l", "stretch", "between", true)
+revenueTrend = BarChart(["Q3 2025", "Q4 2025", "Q1 2026", "Q2 2026"], [revenueSeries], "grouped", "Quarter", "USD millions")
+revenueSeries = Series("Revenue", [39.8, 42.7, 45.2, 48.6])
+costsTrend = LineChart(["Q3 2025", "Q4 2025", "Q1 2026", "Q2 2026"], [costsSeries], "natural", "Quarter", "USD millions")
+costsSeries = Series("Costs", [31.4, 32.6, 33.8, 35.1])
+budgetHeader = Heading("Budget by department against plan", "h2")
+budgetChart = BarChart(["Sales", "Engineering", "Marketing", "Customer Success", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "USD millions")
+budgetActual = Series("Actual", [8.4, 12.1, 5.2, 4.1, 5.3])
+budgetPlan = Series("Plan", [8.1, 12.5, 5.0, 4.3, 4.5])
+headcountHeader = Heading("Headcount by department", "h2")
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Customer Success", "Marketing", "G&A"], [headcountSeries], "grouped", "Employees", "Department")
+headcountSeries = Series("Headcount", [284, 176, 112, 74, 69])
+commercialHeader = Heading("Commercial and customer health", "h2")
+commercialKpis = Table([commercialMetric, commercialValue, commercialContext])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate", "Customer count"])
+commercialValue = Col("Current", ["$126.4M", "31.8%", "2,486"])
+commercialContext = Col("Context", ["2.6× next-quarter target", "+2.3 pts vs Q1", "+142 net customers QoQ"])
+customerKpis = Card([churnProgress, npsProgress], "sunk", "row", "l", "stretch", "between", true)
+churnProgress = Progress(2.4, "Quarterly customer churn: 2.4%")
+npsProgress = Progress(64, "NPS: 64")
+executionHeader = Heading("Risks and strategic initiatives", "h2")
+executionTables = Card([riskTable, initiativeTable], "clear", "row", "l", "stretch", "between", true)
+riskTable = Table([riskName, riskSeverity, riskOwner, riskMitigation])
+riskName = Col("Top risk", ["Enterprise sales cycle elongation", "Cloud infrastructure concentration", "Senior engineering attrition", "EMEA regulatory delay"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "Medium"])
+riskOwner = Col("Owner", ["CRO — Maya Patel", "CTO — Daniel Kim", "CPO — Elena Rossi", "General Counsel — Sam Okafor"])
+riskMitigation = Col("Response", ["Executive deal desk and revised qualification", "Complete secondary-cloud failover", "Retention grants and manager action plans", "Local counsel review and phased launch"])
+initiativeTable = Table([initiativeName, initiativeStatus, initiativeOwner, initiativeMilestone])
+initiativeName = Col("Strategic initiative", ["Enterprise platform launch", "AI workflow suite", "International expansion", "Gross-margin program"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "Complete"])
+initiativeOwner = Col("Executive owner", ["CPO", "CTO", "COO", "CFO"])
+initiativeMilestone = Col("Next milestone", ["General availability — Sep 15", "Beta quality gate — Aug 30", "Germany launch — Oct 1", "Savings validation — Aug 22"])
+boardHeader = Heading("Next board meeting", "h2")
+boardItems = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 operating plan assumptions", "Decision required: growth range, hiring envelope, and margin target")
+boardItem2 = ListItem("Review AI workflow suite recovery plan", "CTO to present scope, quality gates, revised timeline, and customer commitments")
+boardItem3 = ListItem("Authorize Germany market entry", "Decision required on entity setup and €4.2M investment envelope")
+boardItem4 = ListItem("Discuss enterprise pipeline conversion", "CRO to cover deal slippage, forecast confidence, and executive sponsorship")
+boardItem5 = ListItem("Confirm risk appetite and succession coverage", "Review cloud concentration, regulatory exposure, and critical leadership roles")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..5694cd153
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r1.txt
@@ -0,0 +1,102 @@
+root = Card([header, timeframeForm, overview, positionsSection, exposureSection, moversSection, watchOrdersRow, newsSection, calendarSection, strategySection, drawdownSection, riskSection, tradingSection], "card", "column", "l")
+header = CardHeader("Trading Desk Morning Workspace", "Live desk snapshot • 18 Aug 2026 • USD")
+timeframeForm = Form("timeframe", timeframeButtons, [timeframeField])
+timeframeField = FormControl("Timeframe", timeframeSelect, "Changes charts, performance and risk views")
+timeframeSelect = Select("timeframe", [tfToday, tfWeek, tfMonth, tfYtd, tfYear], null, null, "1Y", "small")
+tfToday = SelectItem("1D", "Today")
+tfWeek = SelectItem("1W", "1 week")
+tfMonth = SelectItem("1M", "1 month")
+tfYtd = SelectItem("YTD", "Year to date")
+tfYear = SelectItem("1Y", "Past year")
+timeframeButtons = Buttons([applyTimeframe])
+applyTimeframe = Button("Apply timeframe", null, "secondary", "normal", "small")
+overview = Card([overviewHeader, portfolioValue, todayPnl, varMetric, marginMetric], "sunk", "row", "l", "stretch", "between", true)
+overviewHeader = Heading("Portfolio overview", "h2")
+portfolioValue = TextCallout("neutral", "Portfolio value", "$24,862,410")
+todayPnl = TextCallout("success", "P&L today", "+$184,720 • +0.75%")
+varMetric = TextCallout("warning", "Value at risk", "$612,000 • 1-day 99%")
+marginMetric = TextCallout("info", "Margin in use", "$6.84M • 42.7% of $16.0M")
+positionsSection = Card([positionsHeader, positionsTable], "clear", "column", "m")
+positionsHeader = CardHeader("Open positions", "Size, average entry and current market price")
+positionsTable = Table([positionTicker, positionSize, positionEntry, positionCurrent])
+positionTicker = Col("Ticker", ["AAPL", "NVDA", "MSFT", "JPM", "XOM", "TLT"])
+positionSize = Col("Size", ["18,500", "9,200", "12,000", "25,000", "31,000", "−14,000"])
+positionEntry = Col("Entry", ["$218.40", "$176.25", "$512.10", "$287.60", "$112.35", "$88.70"])
+positionCurrent = Col("Current", ["$231.84", "$184.62", "$519.76", "$291.18", "$110.42", "$86.95"])
+exposureSection = Card([exposureHeader, exposureChart], "clear", "column", "m")
+exposureHeader = CardHeader("Exposure by sector", "Gross market value allocation")
+exposureChart = PieChart(["Technology", "Financials", "Energy", "Industrials", "Healthcare", "Rates"], [38, 19, 14, 11, 8, 10], "donut", "circular")
+moversSection = Card([moversHeader, moversTable], "clear", "column", "m")
+moversHeader = CardHeader("Today's biggest movers", "Largest percentage moves across the monitored universe")
+moversTable = Table([moverDirection, moverTicker, moverPrice, moverChange])
+moverDirection = Col("Move", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+moverTicker = Col("Ticker", ["SMCI", "COIN", "ARM", "ELF", "BA", "MRNA"])
+moverPrice = Col("Price", ["$48.72", "$347.18", "$151.36", "$98.44", "$221.09", "$26.81"])
+moverChange = Col("Today", ["+8.9%", "+7.4%", "+6.1%", "−11.2%", "−6.8%", "−5.9%"])
+watchOrdersRow = Card([watchSection, ordersSection], "clear", "row", "l", "stretch", "between", true)
+watchSection = Card([watchHeader, watchTable], "sunk", "column", "m")
+watchHeader = CardHeader("Watchlist", "Instruments under active observation")
+watchTable = Table([watchTicker, watchPrice])
+watchTicker = Col("Instrument", ["SPY", "QQQ", "EUR/USD", "USD/JPY", "BTC/USD", "Gold"])
+watchPrice = Col("Price", ["$672.14", "$604.82", "1.1642", "147.38", "$116,420", "$3,382.60"])
+ordersSection = Card([ordersHeader, ordersTable], "sunk", "column", "m")
+ordersHeader = CardHeader("Working orders", "Open orders awaiting execution")
+ordersTable = Table([orderTicker, orderSide, orderQuantity, orderType, orderLimit, orderStatus])
+orderTicker = Col("Ticker", ["NVDA", "JPM", "TLT", "XOM"])
+orderSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+orderQuantity = Col("Quantity", ["2,500", "8,000", "10,000", "12,000"])
+orderType = Col("Type", ["Limit", "Limit", "Stop limit", "VWAP"])
+orderLimit = Col("Price", ["$181.50", "$294.00", "$85.80 / $85.60", "Market"])
+orderStatus = Col("Status", ["Working", "Part-filled 35%", "Working", "Working"])
+newsSection = Card([newsHeader, newsTable], "clear", "column", "m")
+newsHeader = CardHeader("Market headlines", "Sentiment classification from the desk news feed")
+newsTable = Table([headlineText, headlineSentiment])
+headlineText = Col("Headline", ["Fed minutes signal patience as inflation cools further", "Chipmakers rally on stronger data-center demand outlook", "Oil slips after surprise build in US crude inventories", "European banks warn of softer net-interest income", "China announces targeted support for property developers"])
+headlineSentiment = Col("Sentiment", ["Positive", "Positive", "Negative", "Negative", "Neutral"])
+calendarSection = Card([calendarHeader, releasesTable], "clear", "column", "m")
+calendarHeader = CardHeader("Economic releases this week", "Times shown in New York")
+releasesTable = Table([releaseDay, releaseTime, releaseRegion, releaseName, releaseConsensus])
+releaseDay = Col("Day", ["Tue", "Wed", "Thu", "Thu", "Fri"])
+releaseTime = Col("Time", ["08:30", "14:00", "08:30", "10:00", "10:00"])
+releaseRegion = Col("Region", ["US", "US", "US", "US", "US"])
+releaseName = Col("Release", ["Retail Sales", "FOMC Minutes", "Initial Jobless Claims", "Existing Home Sales", "Fed Chair Remarks"])
+releaseConsensus = Col("Consensus", ["+0.3% MoM", "—", "228K", "3.95M", "—"])
+strategySection = Card([strategyHeader, strategyChart], "clear", "column", "m")
+strategyHeader = CardHeader("Strategy returns this year", "Year-to-date return by active strategy")
+strategyChart = HorizontalBarChart(["US Long/Short", "Global Macro", "Stat Arb", "Event Driven", "Rates RV"], [strategyReturns], "grouped", "Return (%)", "Strategy")
+strategyReturns = Series("YTD return", [12.8, 8.4, 6.9, 4.1, -1.7])
+drawdownSection = Card([drawdownHeader, drawdownChart], "clear", "column", "m")
+drawdownHeader = CardHeader("Drawdown over the past year", "Monthly portfolio drawdown from peak")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-1.2, -3.8, -2.1, -0.6, -1.4, -4.9, -3.2, -6.7, -4.1, -2.6, -1.8, -2.3])
+riskSection = Card([riskHeader, riskAlert, riskTable], "clear", "column", "m")
+riskHeader = CardHeader("Risk limits close to breach", "Thresholds at or above 80% utilization")
+riskAlert = Alert("Action recommended", "Technology concentration and single-name NVDA exposure are within 10% of their hard limits.", "warning")
+riskTable = Table([riskLimit, riskCurrent, riskMaximum, riskUtilization])
+riskLimit = Col("Limit", ["Technology sector gross", "NVDA single-name gross", "1-day 99% VaR", "Margin utilization"])
+riskCurrent = Col("Current", ["38.0%", "9.1%", "$612K", "42.7%"])
+riskMaximum = Col("Hard limit", ["42.0%", "10.0%", "$700K", "50.0%"])
+riskUtilization = Col("Utilization", ["90.5%", "91.0%", "87.4%", "85.4%"])
+tradingSection = Card([tradingHeader, rebalanceDialog, orderForm], "sunk", "column", "m")
+tradingHeader = CardHeader("Desk actions", "Review proposed changes or submit an order")
+rebalanceDialog = DialogBlock("Rebalance portfolio", "Proposed rebalance", "Reduce concentrated risk while preserving target beta.", [rebalanceSummary, rebalanceTable, rebalanceButtons], "secondary")
+rebalanceSummary = TextContent("Estimated result: Technology exposure falls from 38.0% to 33.5%, NVDA single-name exposure falls to 7.2%, and projected VaR falls by approximately $74K.")
+rebalanceTable = Table([rebalanceTicker, rebalanceAction, rebalanceAmount])
+rebalanceTicker = Col("Ticker", ["NVDA", "AAPL", "XLV", "TLT"])
+rebalanceAction = Col("Action", ["Sell", "Sell", "Buy", "Buy"])
+rebalanceAmount = Col("Target quantity", ["1,900", "2,500", "14,000", "6,000"])
+rebalanceButtons = Buttons([previewRebalance, executeRebalance])
+previewRebalance = Button("Refresh preview", null, "secondary")
+executeRebalance = Button("Execute rebalance", null, "primary")
+orderForm = Form("place-order", placeOrderButtons, [tickerField, sideField, quantityField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an exchange-listed symbol")
+tickerInput = Input("ticker", "e.g. AAPL", "text", ["required"])
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buySide, sellSide], "Choose side", ["required"])
+buySide = SelectItem("buy", "Buy")
+sellSide = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput, "Whole shares or contracts")
+quantityInput = Input("quantity", "e.g. 1000", "number", ["required"])
+placeOrderButtons = Buttons([reviewOrder, clearOrder])
+reviewOrder = Button("Review order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..88a12c3a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r2.txt
@@ -0,0 +1,136 @@
+root = Card([header, timeframeForm, overview, positionsSection, exposureSection, moversSection, watchSection, ordersSection, newsSection, releasesSection, strategiesSection, drawdownSection, riskSection, tradingSection], "clear", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Tuesday, August 18, 2026 · 08:30 ET · Illustrative live desk data")
+timeframeForm = Form("timeframe", timeframeButtons, [timeframeField])
+timeframeField = FormControl("Workspace timeframe", timeframeSelect)
+timeframeSelect = Select("timeframe", [tfToday, tfWeek, tfMonth, tfYtd, tfYear], null, null, "today", "small")
+tfToday = SelectItem("today", "Today")
+tfWeek = SelectItem("1w", "1 week")
+tfMonth = SelectItem("1m", "1 month")
+tfYtd = SelectItem("ytd", "Year to date")
+tfYear = SelectItem("1y", "1 year")
+timeframeButtons = Buttons([applyTimeframe])
+applyTimeframe = Button("Apply timeframe", null, "secondary", "normal", "small")
+overview = Card([portfolioCard, pnlCard, varCard, marginCard], "clear", "row", "m", "stretch", "between", true)
+portfolioCard = Card([portfolioLabel, portfolioValue], "sunk", "column", "xs")
+portfolioLabel = TextContent("Portfolio value", "small-heavy")
+portfolioValue = TextContent("$24,862,410", "large-heavy")
+pnlCard = Card([pnlLabel, pnlValue, pnlDetail], "sunk", "column", "xs")
+pnlLabel = TextContent("Profit & loss today", "small-heavy")
+pnlValue = TextContent("+$186,740 · +0.76%", "large-heavy")
+pnlDetail = Badge("Positive session", "secondary")
+varCard = Card([varLabel, varValue, varDetail], "sunk", "column", "xs")
+varLabel = TextContent("Value at risk", "small-heavy")
+varValue = TextContent("$612,000", "large-heavy")
+varDetail = TextContent("1-day 99% VaR · 2.46% of NAV", "small")
+marginCard = Card([marginLabel, marginValue, marginProgress], "sunk", "column", "xs")
+marginLabel = TextContent("Margin in use", "small-heavy")
+marginValue = TextContent("$7.96M of $15.0M · 53.1%", "large-heavy")
+marginProgress = Progress(53.1, "Available margin: $7.04M")
+positionsSection = Card([positionsHeader, positionsTable], "card", "column", "m")
+positionsHeader = CardHeader("Open positions", "Size, average entry, current price and unrealized P&L")
+positionsTable = Table([positionTicker, positionSize, positionEntry, positionCurrent, positionPnl])
+positionTicker = Col("Ticker", ["AAPL", "NVDA", "MSFT", "XOM", "JPM", "TLT", "EUR/USD"])
+positionSize = Col("Size", ["18,000", "9,500", "12,000", "24,000", "16,500", "35,000", "€2.0M"])
+positionEntry = Col("Entry", ["$218.40", "$176.20", "$512.80", "$109.60", "$287.10", "$88.35", "1.1684"])
+positionCurrent = Col("Current", ["$231.74", "$183.92", "$519.36", "$112.48", "$283.65", "$89.12", "1.1718"])
+positionPnl = Col("Unrealized P&L", ["+$240,120", "+$73,340", "+$78,720", "+$69,120", "-$56,925", "+$26,950", "+$6,800"])
+exposureSection = Card([exposureHeader, exposureChart], "card", "column", "m")
+exposureHeader = CardHeader("Exposure by sector", "Gross market value; cash and hedges excluded")
+exposureChart = HorizontalBarChart(["Technology", "Financials", "Energy", "Industrials", "Healthcare", "Consumer", "Rates & FX"], [exposureSeries], "grouped", "USD millions", "Sector")
+exposureSeries = Series("Exposure", [8.4, 3.9, 3.2, 2.7, 2.1, 1.8, 1.6])
+moversSection = Card([moversHeader, moversTabs], "card", "column", "m")
+moversHeader = CardHeader("Today's biggest movers", "Liquid instruments in the desk universe")
+moversTabs = Tabs([gainersTab, losersTab])
+gainersTab = TabItem("gainers", "Gainers", [gainersTable])
+gainersTable = Table([gainerTicker, gainerPrice, gainerMove])
+gainerTicker = Col("Ticker", ["SMCI", "NVDA", "COIN", "PLTR", "XOM"])
+gainerPrice = Col("Price", ["$48.62", "$183.92", "$342.18", "$168.40", "$112.48"])
+gainerMove = Col("Today", ["+8.7%", "+4.4%", "+3.9%", "+3.5%", "+2.6%"])
+losersTab = TabItem("losers", "Losers", [losersTable])
+losersTable = Table([loserTicker, loserPrice, loserMove])
+loserTicker = Col("Ticker", ["MRNA", "BA", "JPM", "NKE", "TLT"])
+loserPrice = Col("Price", ["$27.14", "$224.60", "$283.65", "$73.82", "$89.12"])
+loserMove = Col("Today", ["-6.1%", "-3.8%", "-2.2%", "-1.9%", "-1.3%"])
+watchSection = Card([watchHeader, watchTable], "card", "column", "m")
+watchHeader = CardHeader("Watchlist", "Instruments monitored by the desk")
+watchTable = Table([watchTicker, watchPrice, watchChange])
+watchTicker = Col("Instrument", ["ES Sep 26", "NQ Sep 26", "WTI Oct 26", "Gold Dec 26", "USD/JPY", "BTC/USD"])
+watchPrice = Col("Price", ["6,487.25", "23,914.50", "$66.82", "$3,412.60", "147.36", "$118,420"])
+watchChange = Col("Today", ["+0.42%", "+0.78%", "-0.31%", "+0.55%", "+0.18%", "+1.24%"])
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = CardHeader("Working orders", "Open orders currently routed or staged")
+ordersTable = Table([orderTicker, orderSide, orderQty, orderType, orderLimit, orderStatus])
+orderTicker = Col("Ticker", ["MSFT", "XOM", "TLT", "NVDA"])
+orderSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+orderQty = Col("Quantity", ["3,000", "8,000", "10,000", "2,500"])
+orderType = Col("Type", ["Limit", "Limit", "Limit", "Stop limit"])
+orderLimit = Col("Price", ["$516.00", "$113.20", "$88.70", "$178.00 / $177.50"])
+orderStatus = Col("Status", ["Working", "Partial 3,200/8,000", "Working", "Staged"])
+newsSection = Card([newsHeader, newsTable], "card", "column", "m")
+newsHeader = CardHeader("Market headlines", "Latest desk-relevant news with assessed sentiment")
+newsTable = Table([headlineText, headlineSentiment, headlineTime])
+headlineText = Col("Headline", ["US equity futures rise as chipmakers lead premarket trade", "Oil slips after inventory build offsets supply concerns", "Treasury yields edge higher ahead of Fed minutes", "European banks retreat on softer lending data", "Dollar firms against yen as rate differential widens"])
+headlineSentiment = Col("Sentiment", ["Positive", "Negative", "Neutral", "Negative", "Positive"])
+headlineTime = Col("Time", ["08:22 ET", "08:10 ET", "07:54 ET", "07:31 ET", "07:12 ET"])
+releasesSection = Card([releasesHeader, releasesTable], "card", "column", "m")
+releasesHeader = CardHeader("Economic releases this week", "Consensus times shown in ET")
+releasesTable = Table([releaseDay, releaseTime, releaseEvent, releaseConsensus, releasePrevious])
+releaseDay = Col("Day", ["Tue Aug 18", "Wed Aug 19", "Wed Aug 19", "Thu Aug 20", "Fri Aug 21"])
+releaseTime = Col("Time", ["08:30", "10:30", "14:00", "08:30", "09:45"])
+releaseEvent = Col("Release", ["Housing starts", "EIA crude inventories", "FOMC minutes", "Initial jobless claims", "Flash US manufacturing PMI"])
+releaseConsensus = Col("Consensus", ["1.31M", "-1.2M bbl", "—", "228K", "52.1"])
+releasePrevious = Col("Previous", ["1.28M", "+3.0M bbl", "—", "224K", "51.8"])
+strategiesSection = Card([strategiesHeader, strategiesChart, strategiesTable], "card", "column", "m")
+strategiesHeader = CardHeader("Strategy returns this year", "Net YTD performance through prior close")
+strategiesChart = BarChart(["US Long/Short", "Global Macro", "Stat Arb", "Event Driven", "Volatility"], [strategySeries], "grouped", "Strategy", "Return (%)")
+strategySeries = Series("YTD return", [12.8, 8.4, 6.1, 4.7, -1.9])
+strategiesTable = Table([strategyName, strategyReturn])
+strategyName = Col("Strategy", ["US Long/Short", "Global Macro", "Stat Arb", "Event Driven", "Volatility"])
+strategyReturn = Col("YTD return", ["+12.8%", "+8.4%", "+6.1%", "+4.7%", "-1.9%"])
+drawdownSection = Card([drawdownHeader, drawdownChart, drawdownSummary], "card", "column", "m")
+drawdownHeader = CardHeader("Drawdown over the past year", "Month-end portfolio drawdown from the running peak")
+drawdownChart = AreaChart(["Sep 25", "Oct 25", "Nov 25", "Dec 25", "Jan 26", "Feb 26", "Mar 26", "Apr 26", "May 26", "Jun 26", "Jul 26", "Aug 26"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-0.8, -1.9, -3.6, -2.1, -1.2, -4.8, -6.3, -3.9, -2.4, -1.1, -2.7, -1.5])
+drawdownSummary = TextContent("Maximum drawdown: -6.3% in March 2026 · Current drawdown: -1.5%", "small-heavy")
+riskSection = Card([riskHeader, riskAlert, riskTable], "card", "column", "m")
+riskHeader = CardHeader("Risk limits close to breach", "Thresholds at or above 80% utilization require attention")
+riskAlert = Alert("Two limits need attention", "Technology concentration is at 92% of its limit and single-name NVDA exposure is at 88%.", "warning")
+riskTable = Table([riskMetric, riskUsage, riskLimit, riskUtilization, riskAction])
+riskMetric = Col("Limit", ["Technology net exposure", "NVDA single-name exposure", "1-day 99% VaR", "Gross leverage"])
+riskUsage = Col("Current", ["$8.40M", "$1.75M", "$612K", "2.42x"])
+riskLimit = Col("Maximum", ["$9.10M", "$2.00M", "$750K", "3.00x"])
+riskUtilization = Col("Utilization", ["92%", "88%", "82%", "81%"])
+riskAction = Col("Desk action", ["Reduce or hedge", "Trim position", "Monitor", "Monitor"])
+tradingSection = Card([tradingHeader, tradingTabs], "card", "column", "m")
+tradingHeader = CardHeader("Trading actions", "Stage an order or submit a rebalance request")
+tradingTabs = Tabs([orderTab, rebalanceTab])
+orderTab = TabItem("place-order", "Place order", [orderForm])
+orderForm = Form("place-order", orderButtons, [orderTickerField, orderSideField, orderQuantityField])
+orderTickerField = FormControl("Ticker", orderTickerInput, "Enter an equity, ETF, future or FX symbol")
+orderTickerInput = Input("ticker", "e.g. AAPL", "text")
+orderSideField = FormControl("Side", orderSideSelect)
+orderSideSelect = Select("side", [buySide, sellSide], "Choose side")
+buySide = SelectItem("buy", "Buy")
+sellSide = SelectItem("sell", "Sell")
+orderQuantityField = FormControl("Quantity", orderQuantityInput, "Whole units; review before routing")
+orderQuantityInput = Input("quantity", "e.g. 1000", "number")
+orderButtons = Buttons([reviewOrder, clearOrder])
+reviewOrder = Button("Review order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
+rebalanceTab = TabItem("rebalance", "Rebalance", [rebalanceForm])
+rebalanceForm = Form("rebalance-portfolio", rebalanceButtons, [rebalanceTargetField, rebalanceToleranceField, rebalanceMethodField])
+rebalanceTargetField = FormControl("Target model", rebalanceTargetSelect)
+rebalanceTargetSelect = Select("target_model", [targetCurrent, targetNeutral, targetDefensive], "Select allocation")
+targetCurrent = SelectItem("current", "Current strategic weights")
+targetNeutral = SelectItem("neutral", "Sector-neutral allocation")
+targetDefensive = SelectItem("defensive", "Defensive risk reduction")
+rebalanceToleranceField = FormControl("Drift tolerance", rebalanceToleranceSlider, "Only trade allocations outside this band")
+rebalanceToleranceSlider = Slider("drift_tolerance", "discrete", 1, 10, 1, [3], "Tolerance (%)")
+rebalanceMethodField = FormControl("Execution method", rebalanceMethodRadio)
+rebalanceMethodRadio = RadioGroup("execution_method", [methodPreview, methodVwap, methodClose], "preview")
+methodPreview = RadioItem("Preview only", "Calculate proposed trades without routing", "preview")
+methodVwap = RadioItem("VWAP", "Stage trades for volume-weighted execution", "vwap")
+methodClose = RadioItem("Market on close", "Stage eligible trades for the closing auction", "moc")
+rebalanceButtons = Buttons([previewRebalance, resetRebalance])
+previewRebalance = Button("Preview rebalance", null, "primary")
+resetRebalance = Button("Reset", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..a46ce124d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r3.txt
@@ -0,0 +1,103 @@
+root = Card([header, timeframeForm, summary, positionsHeader, positions, exposureHeader, exposure, moversHeader, movers, watchHeader, watchlist, ordersHeader, workingOrders, strategyHeader, strategyReturns, drawdownHeader, drawdown, riskHeader, riskAlerts, headlinesHeader, headlines, calendarHeader, releases, tradingHeader, tradingTools], "card", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Portfolio, markets, risk and execution • 18 Aug 2026")
+timeframeForm = Form("timeframe", timeframeButtons, [timeframeField])
+timeframeField = FormControl("Timeframe", timeframeSelect)
+timeframeSelect = Select("timeframe", [tfToday, tfWeek, tfMonth, tfQuarter, tfYear], null, null, "today", "small")
+tfToday = SelectItem("today", "Today")
+tfWeek = SelectItem("1w", "1 week")
+tfMonth = SelectItem("1m", "1 month")
+tfQuarter = SelectItem("3m", "3 months")
+tfYear = SelectItem("1y", "1 year")
+timeframeButtons = Buttons([applyTimeframe])
+applyTimeframe = Button("Apply timeframe", null, "secondary", "normal", "small")
+summary = Table([summaryMetric, summaryValue, summaryStatus])
+summaryMetric = Col("Portfolio metric", ["Portfolio value", "P&L today", "Value at Risk (99%, 1-day)", "Margin in use"])
+summaryValue = Col("Value", ["$24,862,400", "+$186,320 (+0.76%)", "$612,000 (2.46%)", "$7,210,000 / $12,000,000 (60.1%)"])
+summaryStatus = Col("Status", ["Live", "Positive", "Within limit", "Moderate"])
+positionsHeader = Heading("Open positions", "h2")
+positions = Table([positionTicker, positionSize, positionEntry, positionCurrent, positionPnl])
+positionTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "TLT"])
+positionSize = Col("Size", ["18,000", "12,500", "9,200", "25,000", "31,000", "−14,000"])
+positionEntry = Col("Entry", ["$214.30", "$506.80", "$172.40", "$289.10", "$108.60", "$88.20"])
+positionCurrent = Col("Current", ["$221.45", "$512.60", "$181.90", "$286.75", "$110.35", "$87.10"])
+positionPnl = Col("Unrealized P&L", ["+$128,700", "+$72,500", "+$87,400", "−$58,750", "+$54,250", "+$15,400"])
+exposureHeader = Heading("Exposure by sector", "h2")
+exposure = PieChart(["Technology", "Financials", "Energy", "Industrials", "Healthcare", "Rates & cash"], [38, 19, 14, 10, 8, 11], "donut", "circular")
+moversHeader = Heading("Today’s biggest movers", "h2")
+movers = Table([moverSide, moverTicker, moverPrice, moverMove])
+moverSide = Col("Group", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+moverTicker = Col("Ticker", ["SMCI", "PLTR", "COIN", "MRNA", "BA", "NKE"])
+moverPrice = Col("Price", ["$52.84", "$187.32", "$338.60", "$27.18", "$221.44", "$72.09"])
+moverMove = Col("Today", ["+8.7%", "+6.2%", "+5.4%", "−7.1%", "−4.8%", "−3.9%"])
+watchHeader = Heading("Watchlist", "h2")
+watchlist = Table([watchTicker, watchPrice, watchChange])
+watchTicker = Col("Instrument", ["SPY", "QQQ", "ES Sep 26", "EUR/USD", "BTC/USD", "US 10Y"])
+watchPrice = Col("Price", ["$692.18", "$628.45", "6,948.25", "1.1642", "$118,420", "4.21%"])
+watchChange = Col("Today", ["+0.41%", "+0.68%", "+0.36%", "−0.12%", "+1.84%", "+3 bp"])
+ordersHeader = Heading("Working orders", "h2")
+workingOrders = Table([orderTicker, orderSide, orderQuantity, orderType, orderPrice, orderStatus])
+orderTicker = Col("Ticker", ["AAPL", "JPM", "XOM", "TLT"])
+orderSide = Col("Side", ["Buy", "Sell", "Buy", "Cover"])
+orderQuantity = Col("Quantity", ["4,000", "8,000", "10,000", "5,000"])
+orderType = Col("Type", ["Limit", "Stop limit", "Limit", "Limit"])
+orderPrice = Col("Price", ["$219.80", "$282.50 / $281.80", "$108.90", "$86.75"])
+orderStatus = Col("Status", ["Working", "Working", "Part-filled 3,000", "Working"])
+strategyHeader = Heading("Strategy returns — year to date", "h2")
+strategyReturns = BarChart(["US Equity L/S", "Global Macro", "Stat Arb", "Event Driven", "Rates RV"], [strategySeries], "grouped", "Strategy", "Return (%)")
+strategySeries = Series("YTD return", [12.8, 7.4, 9.1, 4.6, -1.8])
+drawdownHeader = Heading("Portfolio drawdown — past year", "h2")
+drawdown = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-1.2, -3.8, -2.1, -0.9, -1.5, -4.7, -3.2, -6.4, -4.1, -2.6, -1.8, -2.3])
+riskHeader = Heading("Risk limits", "h2")
+riskAlerts = Card([grossAlert, techAlert, singleNameAlert, grossProgress, techProgress, singleNameProgress], "sunk", "column", "m")
+grossAlert = Alert("Gross exposure near limit", "$44.1M of $48.0M limit is in use (91.9%).", "warning")
+techAlert = Alert("Technology concentration elevated", "Technology exposure is 38% against a 40% limit.", "warning")
+singleNameAlert = Alert("NVDA position close to limit", "NVDA is 7.8% of NAV against an 8.0% single-name limit.", "warning")
+grossProgress = Progress(91.9, "Gross exposure")
+techProgress = Progress(95, "Technology sector limit utilization")
+singleNameProgress = Progress(97.5, "NVDA single-name limit utilization")
+headlinesHeader = Heading("Market headlines", "h2")
+headlines = Table([headlineTime, headlineText, headlineSentiment])
+headlineTime = Col("Time ET", ["08:22", "07:55", "07:31", "06:48", "06:15"])
+headlineText = Col("Headline", ["US equity futures rise as chip shares lead premarket gains", "Treasury yields edge higher ahead of Fed minutes", "Oil advances after larger-than-expected inventory draw", "European stocks slip as industrial earnings disappoint", "Dollar steadies following mixed retail-sales revisions"])
+headlineSentiment = Col("Sentiment", ["Positive", "Neutral", "Positive", "Negative", "Neutral"])
+calendarHeader = Heading("Economic releases this week", "h2")
+releases = Table([releaseDate, releaseTime, releaseEvent, releaseConsensus, releasePrior])
+releaseDate = Col("Date", ["Tue 18 Aug", "Wed 19 Aug", "Thu 20 Aug", "Thu 20 Aug", "Fri 21 Aug"])
+releaseTime = Col("Time ET", ["08:30", "14:00", "08:30", "10:00", "09:45"])
+releaseEvent = Col("Release", ["US Housing Starts", "FOMC Minutes", "Initial Jobless Claims", "Philadelphia Fed Index", "US Flash Manufacturing PMI"])
+releaseConsensus = Col("Consensus", ["1.31M", "—", "228K", "7.5", "51.8"])
+releasePrior = Col("Prior", ["1.29M", "—", "224K", "5.3", "51.9"])
+tradingHeader = Heading("Trading actions", "h2")
+tradingTools = Tabs([orderTab, rebalanceTab])
+orderTab = TabItem("place-order", "Place order", [orderForm])
+rebalanceTab = TabItem("rebalance", "Rebalance", [rebalanceIntro, rebalanceForm])
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an equity, ETF or supported instrument")
+tickerInput = Input("ticker", "e.g. AAPL", "text", ["required"])
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buySide, sellSide, shortSide, coverSide], "Choose side", ["required"])
+buySide = SelectItem("buy", "Buy")
+sellSide = SelectItem("sell", "Sell")
+shortSide = SelectItem("short", "Sell short")
+coverSide = SelectItem("cover", "Buy to cover")
+quantityField = FormControl("Quantity", quantityInput)
+quantityInput = Input("quantity", "e.g. 1000", "number", ["required"])
+orderButtons = Buttons([reviewOrder, clearOrder])
+reviewOrder = Button("Review order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
+rebalanceIntro = TextContent("Set target sector weights, then generate trades for review. Targets should total 100%.")
+rebalanceForm = Form("rebalance-portfolio", rebalanceButtons, [techTargetField, financialTargetField, energyTargetField, defensiveTargetField, ratesTargetField])
+techTargetField = FormControl("Technology target (%)", techTarget)
+techTarget = Input("technology_target", "35", "number", null, "35")
+financialTargetField = FormControl("Financials target (%)", financialTarget)
+financialTarget = Input("financials_target", "20", "number", null, "20")
+energyTargetField = FormControl("Energy & industrials target (%)", energyTarget)
+energyTarget = Input("energy_industrials_target", "22", "number", null, "22")
+defensiveTargetField = FormControl("Healthcare & defensive target (%)", defensiveTarget)
+defensiveTarget = Input("defensive_target", "12", "number", null, "12")
+ratesTargetField = FormControl("Rates & cash target (%)", ratesTarget)
+ratesTarget = Input("rates_cash_target", "11", "number", null, "11")
+rebalanceButtons = Buttons([previewRebalance, resetTargets])
+previewRebalance = Button("Preview rebalance", null, "primary")
+resetTargets = Button("Reset targets", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..4b006e954
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-fund__r4.txt
@@ -0,0 +1,99 @@
+root = Card([header, timeframeForm, overview, positionsSection, exposureSection, moversSection, watchSection, ordersSection, strategySection, drawdownSection, riskSection, newsSection, economicsSection, tradingSection], "clear", "column", "l")
+header = CardHeader("Trading Desk — Morning Workspace", "Live portfolio, market, risk, and execution overview")
+timeframeForm = Form("timeframe", timeframeButtons, [timeframeField])
+timeframeField = FormControl("Timeframe", timeframeSelect)
+timeframeSelect = Select("timeframe", [tfToday, tfWeek, tfMonth, tfQuarter, tfYear], null, null, "Today", "small")
+tfToday = SelectItem("Today", "Today")
+tfWeek = SelectItem("1W", "1 week")
+tfMonth = SelectItem("1M", "1 month")
+tfQuarter = SelectItem("3M", "3 months")
+tfYear = SelectItem("1Y", "1 year")
+timeframeButtons = Buttons([applyTimeframe])
+applyTimeframe = Button("Apply timeframe", null, "secondary", "normal", "small")
+overview = Card([overviewHeader, portfolioValue, pnlToday, varToday, marginUse], "card", "row", "m", "stretch", "between", true)
+overviewHeader = CardHeader("Portfolio Snapshot", "As of 08:30 ET")
+portfolioValue = TextCallout("neutral", "Portfolio value", "$24,816,420")
+pnlToday = TextCallout("success", "P&L today", "+$186,740 (+0.76%)")
+varToday = TextCallout("warning", "Value at risk", "$612,000 one-day 95% VaR")
+marginUse = Progress(68, "Margin in use: 68% · $8.9M of $13.1M")
+positionsSection = Card([positionsHeader, positionsTable], "card", "column", "m")
+positionsHeader = CardHeader("Positions", "Current open holdings")
+positionsTable = Table([positionTicker, positionSize, positionEntry, positionCurrent])
+positionTicker = Col("Ticker", ["AAPL", "MSFT", "NVDA", "JPM", "XOM", "TLT"])
+positionSize = Col("Size", ["18,000", "12,500", "9,200", "22,000", "30,000", "15,000"])
+positionEntry = Col("Entry", ["$218.40", "$414.60", "$171.25", "$286.10", "$108.70", "$87.35"])
+positionCurrent = Col("Current", ["$224.18", "$421.92", "$180.44", "$291.63", "$106.82", "$88.21"])
+exposureSection = Card([exposureHeader, exposureChart], "card", "column", "m")
+exposureHeader = CardHeader("Exposure by Sector", "Gross market value allocation")
+exposureChart = PieChart(["Technology", "Financials", "Energy", "Healthcare", "Industrials", "Rates"], [36, 19, 14, 11, 8, 12], "donut", "circular")
+moversSection = Card([moversHeader, moversTable], "card", "column", "m")
+moversHeader = CardHeader("Today's Biggest Movers", "Desk universe, ranked by session return")
+moversTable = Table([moverTicker, moverDirection, moverPrice, moverChange])
+moverTicker = Col("Ticker", ["PLTR", "COIN", "NVDA", "MRNA", "BA", "RIVN"])
+moverDirection = Col("Move", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+moverPrice = Col("Price", ["$185.72", "$181.34", "$180.44", "$24.61", "$221.18", "$14.08"])
+moverChange = Col("Today", ["+7.8%", "+5.4%", "+4.1%", "-6.2%", "-4.7%", "-4.3%"])
+watchSection = Card([watchHeader, watchTable], "card", "column", "m")
+watchHeader = CardHeader("Watchlist", "Instruments monitored by the desk")
+watchTable = Table([watchInstrument, watchPrice])
+watchInstrument = Col("Instrument", ["SPY", "QQQ", "IWM", "EUR/USD", "USD/JPY", "Gold", "WTI", "US 10Y"])
+watchPrice = Col("Price", ["$645.28", "$577.14", "$228.36", "1.1684", "147.82", "$3,341.60", "$64.18", "4.31%"])
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = CardHeader("Working Orders", "Open and partially filled orders")
+ordersTable = Table([orderTicker, orderSide, orderQuantity, orderLimit, orderStatus])
+orderTicker = Col("Ticker", ["AAPL", "XOM", "TLT", "JPM"])
+orderSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+orderQuantity = Col("Quantity", ["5,000", "10,000", "7,500", "8,000"])
+orderLimit = Col("Limit", ["$222.50", "$107.20", "$87.80", "$293.00"])
+orderStatus = Col("Status", ["Working", "35% filled", "Working", "Working"])
+strategySection = Card([strategyHeader, strategyChart], "card", "column", "m")
+strategyHeader = CardHeader("Strategy Returns YTD", "Net performance by strategy")
+strategyChart = BarChart(["Long/Short Equity", "Macro", "Stat Arb", "Event Driven", "Credit RV"], [strategyReturn], "grouped", "Strategy", "Return (%)")
+strategyReturn = Series("YTD return", [12.8, 8.4, 6.1, 4.7, 3.2])
+drawdownSection = Card([drawdownHeader, drawdownChart], "card", "column", "m")
+drawdownHeader = CardHeader("Drawdown — Past Year", "Month-end peak-to-trough portfolio drawdown")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-1.2, -2.8, -1.6, -0.7, -3.9, -5.4, -3.1, -2.2, -1.0, -4.6, -2.5, -1.4])
+riskSection = Card([riskHeader, riskAlert, sectorLimit, marginLimit, singleNameLimit], "card", "column", "m")
+riskHeader = CardHeader("Risk Limits Close to Breach", "Threshold utilization requiring attention")
+riskAlert = Alert("Three limits above 85%", "Technology exposure and margin utilization require active monitoring; NVDA single-name exposure is near its warning threshold.", "warning")
+sectorLimit = Progress(92, "Technology gross exposure: 92% of limit")
+marginLimit = Progress(85, "Margin usage: 85% of warning limit")
+singleNameLimit = Progress(88, "NVDA single-name exposure: 88% of limit")
+newsSection = Card([newsHeader, newsTable], "card", "column", "m")
+newsHeader = CardHeader("Market Headlines", "Morning news flow with desk sentiment")
+newsTable = Table([headlineText, headlineSentiment])
+headlineText = Col("Headline", ["Fed officials signal patience as inflation cools unevenly", "Chip demand outlook lifted by data-center spending", "Oil slips as inventory build offsets geopolitical risk", "Major bank raises full-year net interest income guidance", "European manufacturing survey misses expectations"])
+headlineSentiment = Col("Sentiment", ["Neutral", "Positive", "Negative", "Positive", "Negative"])
+economicsSection = Card([economicsHeader, economicsTable], "card", "column", "m")
+economicsHeader = CardHeader("Economic Releases This Week", "Scheduled high- and medium-impact events")
+economicsTable = Table([releaseDay, releaseTime, releaseName, releaseConsensus, releaseImpact])
+releaseDay = Col("Day", ["Tue", "Wed", "Thu", "Thu", "Fri"])
+releaseTime = Col("Time ET", ["08:30", "14:00", "08:30", "10:00", "08:30"])
+releaseName = Col("Release", ["Retail Sales", "FOMC Minutes", "Initial Jobless Claims", "Existing Home Sales", "Core PCE"])
+releaseConsensus = Col("Consensus", ["+0.3%", "—", "226K", "3.95M", "+0.2% MoM"])
+releaseImpact = Col("Impact", ["High", "High", "Medium", "Medium", "High"])
+tradingSection = Card([tradingHeader, rebalanceDialog, orderForm], "card", "column", "m")
+tradingHeader = CardHeader("Portfolio Actions", "Rebalance allocations or submit a new order")
+rebalanceDialog = DialogBlock("Rebalance portfolio", "Rebalance Preview", "Generate trades to return sector weights to target allocations.", [rebalanceText, rebalanceTable, rebalanceButtons], "outline")
+rebalanceText = TextContent("Proposed rebalance reduces Technology concentration and margin usage while increasing Healthcare and Rates exposure.")
+rebalanceTable = Table([rebalanceSector, rebalanceCurrent, rebalanceTarget, rebalanceTrade])
+rebalanceSector = Col("Sector", ["Technology", "Financials", "Healthcare", "Rates"])
+rebalanceCurrent = Col("Current", ["36%", "19%", "11%", "12%"])
+rebalanceTarget = Col("Target", ["30%", "18%", "15%", "15%"])
+rebalanceTrade = Col("Estimated trade", ["Sell $1.49M", "Sell $248K", "Buy $993K", "Buy $745K"])
+rebalanceButtons = Buttons([runRebalance, exportRebalance])
+runRebalance = Button("Run rebalance", null, "primary")
+exportRebalance = Button("Export proposal", null, "secondary")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an exchange-listed symbol")
+tickerInput = Input("ticker", "e.g. AAPL", "text", ["required"])
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buySide, sellSide], "Choose side", ["required"])
+buySide = SelectItem("buy", "Buy")
+sellSide = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput, "Whole shares or contracts")
+quantityInput = Input("quantity", "e.g. 1000", "number", ["required"])
+orderButtons = Buttons([reviewOrder, clearOrder])
+reviewOrder = Button("Review order", null, "primary")
+clearOrder = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-game__r1.txt
new file mode 100644
index 000000000..9f2881fb6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-game__r1.txt
@@ -0,0 +1,141 @@
+root = Card([header, liveStatus, kpiRow, activityCard, revenueCard, sessionCard, salesCard, regionCard, qualityCard, eventsCard, moderationCard, economyCard, experimentsCard, operationsCard], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Real-time game health, economy, moderation, and release controls · Updated moments ago")
+liveStatus = Callout("success", "Live services operational", "All regions are accepting players. EU West latency is elevated and under observation.")
+kpiRow = Card([onlineKpi, dauKpi, mauKpi, revenueKpi, arpuKpi], "clear", "row", "m", "stretch", "between", true)
+onlineKpi = Card([onlineLabel, onlineValue, onlineDelta], "card", "column", "xs")
+onlineLabel = TextContent("PLAYERS ONLINE", "small-heavy")
+onlineValue = TextContent("184,392", "large-heavy")
+onlineDelta = Badge("+8.4% vs last Tuesday", "secondary")
+dauKpi = Card([dauLabel, dauValue], "card", "column", "xs")
+dauLabel = TextContent("DAILY ACTIVE", "small-heavy")
+dauValue = TextContent("1.82M", "large-heavy")
+mauKpi = Card([mauLabel, mauValue], "card", "column", "xs")
+mauLabel = TextContent("MONTHLY ACTIVE", "small-heavy")
+mauValue = TextContent("12.6M", "large-heavy")
+revenueKpi = Card([revenueLabel, revenueValue, revenuePace], "card", "column", "xs")
+revenueLabel = TextContent("REVENUE TODAY", "small-heavy")
+revenueValue = TextContent("$428,760", "large-heavy")
+revenuePace = Badge("104% of daily pace", "secondary")
+arpuKpi = Card([arpuLabel, arpuValue], "card", "column", "xs")
+arpuLabel = TextContent("REVENUE / USER", "small-heavy")
+arpuValue = TextContent("$0.236", "large-heavy")
+activityCard = Card([activityHeader, activityChart], "card", "column", "m")
+activityHeader = CardHeader("Active Players", "Daily and monthly reach over the last 14 days")
+activityChart = LineChart(dayLabels, [dauSeries, mauSeries], "natural", "Date", "Players")
+dayLabels = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+dauSeries = Series("DAU", [1540000, 1580000, 1610000, 1760000, 1890000, 1810000, 1680000, 1630000, 1660000, 1710000, 1940000, 2020000, 1910000, 1820000])
+mauSeries = Series("MAU", [11800000, 11860000, 11910000, 11970000, 12040000, 12090000, 12130000, 12170000, 12210000, 12290000, 12380000, 12470000, 12540000, 12600000])
+revenueCard = Card([revenueHeader, revenueChart], "card", "column", "m")
+revenueHeader = CardHeader("Revenue & Revenue per User", "Today by hour · current partial hour included")
+revenueChart = BarChart(hourLabels, [hourlyRevenueSeries, hourlyArpuSeries], "grouped", "Hour UTC", "Revenue / ARPU × 1,000")
+hourLabels = ["08", "09", "10", "11", "12", "13", "14", "15", "16"]
+hourlyRevenueSeries = Series("Revenue ($000)", [31, 38, 44, 49, 56, 61, 58, 53, 39])
+hourlyArpuSeries = Series("ARPU × 1,000", [204, 211, 218, 226, 232, 241, 239, 236, 228])
+sessionCard = Card([sessionHeader, sessionChart], "card", "column", "m")
+sessionHeader = CardHeader("Session Length", "Average minutes per session over the past two weeks")
+sessionChart = LineChart(dayLabels, [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Avg session", [31.2, 31.8, 32.1, 34.6, 36.2, 35.4, 33.1, 32.7, 33.4, 34.1, 37.8, 38.5, 36.9, 35.7])
+salesCard = Card([salesHeader, salesChart], "card", "column", "m")
+salesHeader = CardHeader("Best-Selling Items", "Units sold today")
+salesChart = HorizontalBarChart(itemLabels, [unitsSeries], "grouped", "Units", "Item")
+itemLabels = ["Celestial Blade Bundle", "Season 9 Premium Pass", "Neon Drift Vehicle Skin", "Vault Key Pack", "Emberwing Pet"]
+unitsSeries = Series("Units", [18420, 15780, 9960, 8210, 6740])
+regionCard = Card([regionHeader, regionTable, regionControls], "card", "column", "m")
+regionHeader = CardHeader("Server Regions", "Health, load, latency, and focused investigation")
+regionTable = Table([regionNameCol, regionHealthCol, regionPlayersCol, regionLatencyCol, regionLoadCol])
+regionNameCol = Col("Region", ["NA East", "NA West", "EU West", "Asia Pacific", "South America"])
+regionHealthCol = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+regionPlayersCol = Col("Online", [54620, 38940, 47210, 31980, 11642], "number")
+regionLatencyCol = Col("P95 latency", ["42 ms", "51 ms", "118 ms", "67 ms", "83 ms"])
+regionLoadCol = Col("Capacity", ["68%", "61%", "79%", "64%", "48%"])
+regionControls = Form("region-focus", regionButtons, [regionFocusField])
+regionFocusField = FormControl("Focus on one region", regionFocusSelect, "Opens a filtered operational view for the selected region")
+regionFocusSelect = Select("region", [regionNAE, regionNAW, regionEUW, regionAPAC, regionSA], "Select region")
+regionNAE = SelectItem("na-east", "NA East")
+regionNAW = SelectItem("na-west", "NA West")
+regionEUW = SelectItem("eu-west", "EU West")
+regionAPAC = SelectItem("apac", "Asia Pacific")
+regionSA = SelectItem("sa", "South America")
+regionButtons = Buttons([focusButton])
+focusButton = Button("Focus region", null, "primary")
+qualityCard = Card([qualityHeader, crashChart, crashAlert], "card", "column", "m")
+qualityHeader = CardHeader("Client Stability", "Crash rate by app version · trailing 24 hours")
+crashChart = BarChart(versionLabels, [crashSeries], "grouped", "App version", "Crash rate (%)")
+versionLabels = ["5.8.0", "5.8.1", "5.8.2", "5.9.0", "5.9.1"]
+crashSeries = Series("Crash rate", [0.42, 0.38, 0.31, 1.84, 0.57])
+crashAlert = Alert("Version 5.9.0 exceeds threshold", "Crash rate is 1.84%, above the 1.00% alert threshold. Android GPU initialization is the leading signature.", "warning")
+eventsCard = Card([eventsHeader, eventTable], "card", "column", "m")
+eventsHeader = CardHeader("Live Events", "Running now and upcoming")
+eventTable = Table([eventNameCol, eventStatusCol, eventWindowCol, eventParticipationCol])
+eventNameCol = Col("Event", ["Solar Siege", "Double XP Weekend", "Guild Rush", "Harvest Moon Market"])
+eventStatusCol = Col("Status", ["Running", "Running", "Upcoming", "Upcoming"])
+eventWindowCol = Col("Window", ["Ends Aug 19 18:00 UTC", "Ends Aug 20 06:00 UTC", "Starts Aug 20 16:00 UTC", "Starts Aug 22 12:00 UTC"])
+eventParticipationCol = Col("Players / forecast", ["612,480", "884,120", "540,000 forecast", "390,000 forecast"])
+moderationCard = Card([moderationHeader, moderationRow], "card", "column", "m")
+moderationHeader = CardHeader("Trust & Safety Queues", "Items awaiting human review")
+moderationRow = Card([reportsQueue, appealsQueue], "clear", "row", "m", "stretch", "between", true)
+reportsQueue = Card([reportsTitle, reportsCount, reportsBreakdown, reportsActions], "sunk", "column", "s")
+reportsTitle = Heading("Player reports", "h3")
+reportsCount = TextContent("1,284 awaiting review", "large-heavy")
+reportsBreakdown = TextContent("Harassment 612 · Cheating 438 · Griefing 156 · Other 78")
+reportsActions = Buttons([reviewReportsButton])
+reviewReportsButton = Button("Review player reports", null, "primary")
+appealsQueue = Card([appealsTitle, appealsCount, appealsBreakdown, appealsActions], "sunk", "column", "s")
+appealsTitle = Heading("Ban appeals", "h3")
+appealsCount = TextContent("247 awaiting review", "large-heavy")
+appealsBreakdown = TextContent("Permanent 58 · Temporary 141 · Chat restrictions 48")
+appealsActions = Buttons([reviewAppealsButton])
+reviewAppealsButton = Button("Review ban appeals", null, "secondary")
+economyCard = Card([economyHeader, economyChart, economyWarning], "card", "column", "m")
+economyHeader = CardHeader("In-Game Currency Inflation", "Median market-basket price and currency supply index")
+economyChart = LineChart(economyLabels, [priceIndexSeries, supplyIndexSeries], "natural", "Week", "Index (100 = 8 weeks ago)")
+economyLabels = ["W-7", "W-6", "W-5", "W-4", "W-3", "W-2", "W-1", "Now"]
+priceIndexSeries = Series("Basket price index", [100, 101, 102, 104, 106, 109, 112, 116])
+supplyIndexSeries = Series("Currency supply index", [100, 102, 104, 107, 111, 115, 120, 126])
+economyWarning = Callout("warning", "Inflation accelerating", "The basket price index is up 16% in eight weeks while currency supply is up 26%. Primary source: repeatable Solar Siege rewards.")
+experimentsCard = Card([experimentsHeader, experimentTable, experimentNote], "card", "column", "m")
+experimentsHeader = CardHeader("Running Experiments", "Current results for the two active A/B tests")
+experimentTable = Table([experimentCol, experimentMetricCol, controlCol, variantCol, liftCol, confidenceCol, decisionCol])
+experimentCol = Col("Experiment", ["Starter offer personalization", "Post-match rematch prompt"])
+experimentMetricCol = Col("Primary metric", ["D7 payer conversion", "Sessions per player"])
+controlCol = Col("Control", ["3.84%", "2.31"])
+variantCol = Col("Variant", ["4.19%", "2.39"])
+liftCol = Col("Lift", ["+9.1%", "+3.5%"])
+confidenceCol = Col("Confidence", ["97.2%", "81.4%"])
+decisionCol = Col("Readout", ["Likely winner", "Keep running"])
+experimentNote = TextCallout("info", "Experiment guardrails", "No significant regressions in retention, crash rate, refund rate, or report volume.")
+operationsCard = Card([operationsHeader, operationsRow], "card", "column", "m")
+operationsHeader = CardHeader("Release Operations", "Draft player-facing notes or prepare an emergency fix")
+operationsRow = Card([patchNotesForm, hotfixPanel], "clear", "row", "l", "stretch", "between", true)
+patchNotesForm = Form("patch-notes-draft", patchButtons, [patchTitleField, patchVersionField, patchBodyField])
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("patch_title", "Example: Update 5.9.2 Notes")
+patchVersionField = FormControl("Target version", patchVersionInput)
+patchVersionInput = Input("patch_version", "5.9.2")
+patchBodyField = FormControl("Draft patch notes", patchBodyInput, "Use clear player-facing language; saved drafts are not published")
+patchBodyInput = TextArea("patch_body", "## Fixes\n- Resolved...\n\n## Balance\n- Adjusted...", 10)
+patchButtons = Buttons([saveDraftButton, previewNotesButton])
+saveDraftButton = Button("Save draft", null, "primary")
+previewNotesButton = Button("Preview notes", null, "secondary")
+hotfixPanel = Card([hotfixTitle, hotfixWarning, hotfixForm], "sunk", "column", "m")
+hotfixTitle = Heading("Ship a hotfix", "h3")
+hotfixWarning = Alert("Production change", "Hotfixes require an incident reference, target selection, and explicit confirmation.", "warning")
+hotfixForm = Form("ship-hotfix", hotfixButtons, [hotfixVersionField, hotfixTargetField, incidentField, confirmationField])
+hotfixVersionField = FormControl("Build version", hotfixVersionInput)
+hotfixVersionInput = Input("hotfix_version", "5.9.2")
+hotfixTargetField = FormControl("Deployment target", hotfixTargetSelect)
+hotfixTargetSelect = Select("hotfix_target", [targetAll, targetNAE, targetNAW, targetEUW, targetAPAC, targetSA], "Select target")
+targetAll = SelectItem("all", "All regions")
+targetNAE = SelectItem("na-east", "NA East")
+targetNAW = SelectItem("na-west", "NA West")
+targetEUW = SelectItem("eu-west", "EU West")
+targetAPAC = SelectItem("apac", "Asia Pacific")
+targetSA = SelectItem("sa", "South America")
+incidentField = FormControl("Incident reference", incidentInput, "Required for audit history")
+incidentInput = Input("incident_reference", "INC-2026-")
+confirmationField = FormControl("Release confirmation", confirmationCheck)
+confirmationCheck = CheckBoxGroup("hotfix_confirmation", [confirmationItem])
+confirmationItem = CheckBoxItem("I verified rollback readiness", "Confirms monitoring, rollback build, and on-call coverage are in place", "rollback_ready")
+hotfixButtons = Buttons([validateHotfixButton, shipHotfixButton])
+validateHotfixButton = Button("Validate build", null, "secondary")
+shipHotfixButton = Button("Ship hotfix", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-game__r2.txt
new file mode 100644
index 000000000..58a82d2d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-game__r2.txt
@@ -0,0 +1,168 @@
+root = Card([header, statusRow, kpiRow, engagementSection, commerceSection, reliabilitySection, operationsSection, economySection, experimentsSection, actionSection], "card", "column", "l")
+header = CardHeader("Live-Ops Command Center", "Real-time game health, economy, safety, events, and release controls")
+statusRow = Card([liveBadge, updateText, incidentAlert], "sunk", "row", "m", "center", "between", true)
+liveBadge = Badge("LIVE", "destructive")
+updateText = TextContent("Updated moments ago • Tuesday, Aug 18, 2026 14:32 UTC", "small")
+incidentAlert = Alert("Elevated crashes on v5.14.0", "Crash rate is above the 1.0% target; rollout is paused.", "warning")
+kpiRow = Card([onlineKpi, dauKpi, mauKpi, revenueKpi, arpuKpi], "clear", "row", "m", "stretch", "between", true)
+onlineKpi = Card([onlineLabel, onlineValue, onlineTrend], "sunk", "column", "xs")
+onlineLabel = TextContent("Players online now", "small-heavy")
+onlineValue = Heading("128,742", "h2")
+onlineTrend = TextContent("▲ 8.4% vs. same time yesterday", "small")
+dauKpi = Card([dauLabel, dauValue, dauTrend], "sunk", "column", "xs")
+dauLabel = TextContent("Daily active players", "small-heavy")
+dauValue = Heading("1.84M", "h2")
+dauTrend = TextContent("▲ 5.1% day over day", "small")
+mauKpi = Card([mauLabel, mauValue, mauTrend], "sunk", "column", "xs")
+mauLabel = TextContent("Monthly active players", "small-heavy")
+mauValue = Heading("12.6M", "h2")
+mauTrend = TextContent("▲ 3.7% vs. prior 30 days", "small")
+revenueKpi = Card([revenueLabel, revenueValue, revenueTrend], "sunk", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = Heading("$428,910", "h2")
+revenueTrend = TextContent("92% of daily forecast", "small")
+arpuKpi = Card([arpuLabel, arpuValue, arpuTrend], "sunk", "column", "xs")
+arpuLabel = TextContent("Revenue per user", "small-heavy")
+arpuValue = Heading("$0.233", "h2")
+arpuTrend = TextContent("▲ $0.012 day over day", "small")
+engagementSection = Card([engagementHeader, sessionChart], "card", "column", "m")
+engagementHeader = CardHeader("Engagement", "Average session length over the past two weeks")
+sessionChart = LineChart(sessionDates, [sessionSeries], "natural", "Date", "Minutes")
+sessionDates = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+sessionSeries = Series("Avg. session length", [31.2, 31.8, 32.1, 34.7, 35.3, 32.9, 32.4, 32.8, 33.1, 33.6, 36.2, 36.8, 34.1, 34.5])
+commerceSection = Card([commerceHeader, commerceColumns], "card", "column", "m")
+commerceHeader = CardHeader("Commerce", "Top-selling items and units sold today")
+commerceColumns = Card([itemChart, itemTable], "clear", "row", "l", "stretch", "between", true)
+itemChart = HorizontalBarChart(itemLabels, [itemUnitsSeries], "grouped", "Units sold", "Item")
+itemLabels = ["Celestial Armor Set", "Dragon Mount", "Season Pass", "Emote Bundle", "500 Gem Pack"]
+itemUnitsSeries = Series("Units", [18420, 13780, 12640, 9840, 8210])
+itemTable = Table([itemRankCol, itemNameCol, itemUnitsCol])
+itemRankCol = Col("Rank", [1, 2, 3, 4, 5], "number")
+itemNameCol = Col("Best-selling item", ["Celestial Armor Set", "Dragon Mount", "Season Pass", "Emote Bundle", "500 Gem Pack"])
+itemUnitsCol = Col("Units", [18420, 13780, 12640, 9840, 8210], "number")
+reliabilitySection = Card([reliabilityHeader, reliabilityColumns], "card", "column", "m")
+reliabilityHeader = CardHeader("Reliability & Infrastructure", "Regional server health and crash rate by app version")
+reliabilityColumns = Card([regionCard, crashCard], "clear", "row", "l", "stretch", "between", true)
+regionCard = Card([regionHeading, regionTable, regionActions], "sunk", "column", "m")
+regionHeading = Heading("Server regions", "h3")
+regionTable = Table([regionNameCol, regionHealthCol, regionPlayersCol, regionLatencyCol])
+regionNameCol = Col("Region", ["US East", "US West", "Europe", "Asia Pacific", "South America"])
+regionHealthCol = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Investigating"])
+regionPlayersCol = Col("Online", [38210, 24780, 31940, 26712, 7100], "number")
+regionLatencyCol = Col("P95 latency", ["42 ms", "51 ms", "118 ms", "73 ms", "146 ms"])
+regionActions = Buttons([focusRegionButton])
+focusRegionButton = Button("Focus on one region", null, "secondary")
+crashCard = Card([crashHeading, crashChart, crashCallout], "sunk", "column", "m")
+crashHeading = Heading("Crash rate by app version", "h3")
+crashChart = BarChart(crashVersions, [crashSeries], "grouped", "App version", "Crash rate (%)")
+crashVersions = ["5.12.2", "5.13.0", "5.13.1", "5.14.0"]
+crashSeries = Series("Crash rate", [0.42, 0.58, 0.37, 1.84])
+crashCallout = TextCallout("warning", "v5.14.0 exceeds target", "1.84% crash rate versus the 1.0% alert threshold.")
+operationsSection = Card([operationsHeader, operationsTabs], "card", "column", "m")
+operationsHeader = CardHeader("Live Operations & Player Safety", "Events, reports, and appeals requiring attention")
+operationsTabs = Tabs([eventsTab, reportsTab, appealsTab])
+eventsTab = TabItem("events", "Live events", [eventStatus, eventTable])
+eventStatus = Callout("info", "2 events running • 3 upcoming", "The next scheduled start is Double XP Weekend in 1h 28m.")
+eventTable = Table([eventNameCol, eventStateCol, eventWindowCol, eventAudienceCol])
+eventNameCol = Col("Event", ["Skyfall Invasion", "Guild War Season 9", "Double XP Weekend", "Summer Store Rotation", "Arena Championship"])
+eventStateCol = Col("Status", ["Running", "Running", "Upcoming", "Upcoming", "Upcoming"])
+eventWindowCol = Col("Window", ["Ends Aug 20 18:00 UTC", "Ends Aug 22 00:00 UTC", "Starts today 16:00 UTC", "Starts Aug 19 10:00 UTC", "Starts Aug 21 17:00 UTC"])
+eventAudienceCol = Col("Eligible players", ["All", "Level 20+", "All", "All", "Ranked tier Gold+"])
+reportsTab = TabItem("reports", "Player reports • 247", [reportsCallout, reportsTable, reportsButtons])
+reportsCallout = Callout("warning", "247 player reports awaiting review", "31 high-priority reports are older than the two-hour moderation SLA.")
+reportsTable = Table([reportQueueCol, reportCountCol, reportOldestCol])
+reportQueueCol = Col("Queue", ["Cheating", "Harassment", "Inappropriate name", "Exploits"])
+reportCountCol = Col("Awaiting review", [84, 109, 32, 22], "number")
+reportOldestCol = Col("Oldest", ["3h 12m", "2h 48m", "1h 26m", "54m"])
+reportsButtons = Buttons([reviewReportsButton])
+reviewReportsButton = Button("Review player reports", null, "primary")
+appealsTab = TabItem("appeals", "Ban appeals • 63", [appealsCallout, appealsTable, appealsButtons])
+appealsCallout = Callout("neutral", "63 ban appeals awaiting review", "12 appeals are due for a response within four hours.")
+appealsTable = Table([appealTypeCol, appealCountCol, appealAgeCol])
+appealTypeCol = Col("Ban type", ["Cheating", "Conduct", "Payment abuse", "Account compromise"])
+appealCountCol = Col("Awaiting review", [29, 18, 7, 9], "number")
+appealAgeCol = Col("Oldest", ["18h", "11h", "7h", "5h"])
+appealsButtons = Buttons([reviewAppealsButton])
+reviewAppealsButton = Button("Review ban appeals", null, "primary")
+economySection = Card([economyHeader, economyColumns], "card", "column", "m")
+economyHeader = CardHeader("Game Economy", "In-game currency supply and inflation indicators")
+economyColumns = Card([inflationChart, inflationSummary], "clear", "row", "l", "stretch", "between", true)
+inflationChart = LineChart(inflationWeeks, [currencyIndexSeries], "natural", "Week", "Currency price index")
+inflationWeeks = ["May 18", "May 25", "Jun 1", "Jun 8", "Jun 15", "Jun 22", "Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"]
+currencyIndexSeries = Series("Currency price index", [100, 100.8, 101.7, 102.3, 103.1, 104.4, 105.2, 106.8, 108.1, 109.3, 110.7, 112.2, 113.6, 114.9])
+inflationSummary = Card([inflationValue, inflationProgress, inflationAlert, inflationFacts], "sunk", "column", "m")
+inflationValue = Heading("+14.9%", "h2")
+inflationProgress = Progress(74.5, "Inflation against 20% intervention threshold")
+inflationAlert = Alert("Inflation elevated", "The currency price index rose 2.4% over the last seven days.", "warning")
+inflationFacts = TextContent("Circulating soft currency: **8.42T**  \nSources vs. sinks ratio: **1.18×**  \nLargest source: **Quest rewards (34%)**")
+experimentsSection = Card([experimentsHeader, experimentCards], "card", "column", "m")
+experimentsHeader = CardHeader("Running Experiments", "Current readouts for the two active A/B tests")
+experimentCards = Card([experimentOne, experimentTwo], "clear", "row", "l", "stretch", "between", true)
+experimentOne = Card([experimentOneBadge, experimentOneTitle, experimentOneText, experimentOneChart, experimentOneResult], "sunk", "column", "m")
+experimentOneBadge = Badge("Experiment 1 • Running", "secondary")
+experimentOneTitle = Heading("Starter bundle price", "h3")
+experimentOneText = TextContent("Control: $4.99 • Variant: $3.99 • 182,400 exposed players")
+experimentOneChart = BarChart(["Control", "Variant"], [conversionSeries], "grouped", "Cohort", "Purchase conversion (%)")
+conversionSeries = Series("Conversion", [6.8, 8.1])
+experimentOneResult = Callout("success", "Variant leads by 19.1%", "Revenue per exposed player is up 4.7% with 96% confidence.")
+experimentTwo = Card([experimentTwoBadge, experimentTwoTitle, experimentTwoText, experimentTwoChart, experimentTwoResult], "sunk", "column", "m")
+experimentTwoBadge = Badge("Experiment 2 • Running", "secondary")
+experimentTwoTitle = Heading("Daily quest refresh", "h3")
+experimentTwoText = TextContent("Control: 24-hour refresh • Variant: 20-hour refresh • 164,800 exposed players")
+experimentTwoChart = BarChart(["Control", "Variant"], [retentionSeries, sessionsExperimentSeries], "grouped", "Cohort", "Percent")
+retentionSeries = Series("D7 retention", [31.4, 32.2])
+sessionsExperimentSeries = Series("Quest completion", [54.8, 59.6])
+experimentTwoResult = Callout("info", "Promising, not conclusive", "Quest completion is up 8.8%; D7 retention lift is 0.8 points at 81% confidence.")
+actionSection = Card([actionHeader, actionColumns], "card", "column", "m")
+actionHeader = CardHeader("Release Actions", "Draft communications, narrow the regional view, or prepare an emergency fix")
+actionColumns = Card([patchCard, focusCard, hotfixCard], "clear", "row", "l", "stretch", "between", true)
+patchCard = Card([patchHeading, patchForm], "sunk", "column", "m")
+patchHeading = Heading("Draft patch notes", "h3")
+patchForm = Form("patch-notes-draft", patchButtons, [patchVersionField, patchTitleField, patchBodyField])
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("patch_version", "e.g. 5.14.1", "text")
+patchTitleField = FormControl("Title", patchTitleInput)
+patchTitleInput = Input("patch_title", "Patch title", "text")
+patchBodyField = FormControl("Notes", patchBodyInput, "Summarize fixes, balance changes, and known issues.")
+patchBodyInput = TextArea("patch_body", "Write player-facing patch notes...", 8)
+patchButtons = Buttons([saveDraftButton, previewNotesButton])
+saveDraftButton = Button("Save draft", null, "primary")
+previewNotesButton = Button("Preview", null, "secondary")
+focusCard = Card([focusHeading, focusForm], "sunk", "column", "m")
+focusHeading = Heading("Focus on one region", "h3")
+focusForm = Form("region-focus", focusButtons, [focusRegionField, focusWindowField])
+focusRegionField = FormControl("Server region", focusRegionSelect)
+focusRegionSelect = Select("focus_region", [focusAll, focusUSEast, focusUSWest, focusEurope, focusAPAC, focusSA], "Choose a region")
+focusAll = SelectItem("all", "All regions")
+focusUSEast = SelectItem("us-east", "US East")
+focusUSWest = SelectItem("us-west", "US West")
+focusEurope = SelectItem("europe", "Europe")
+focusAPAC = SelectItem("apac", "Asia Pacific")
+focusSA = SelectItem("south-america", "South America")
+focusWindowField = FormControl("Time window", focusWindowSelect)
+focusWindowSelect = Select("focus_window", [windowLive, windowHour, windowDay], "Choose a window")
+windowLive = SelectItem("live", "Live")
+windowHour = SelectItem("1h", "Last hour")
+windowDay = SelectItem("24h", "Last 24 hours")
+focusButtons = Buttons([applyFocusButton, clearFocusButton])
+applyFocusButton = Button("Apply region focus", null, "primary")
+clearFocusButton = Button("Clear", null, "tertiary")
+hotfixCard = Card([hotfixHeading, hotfixWarning, hotfixForm], "sunk", "column", "m")
+hotfixHeading = Heading("Ship a hotfix", "h3")
+hotfixWarning = Alert("Production release control", "Shipping can disconnect active sessions. Use a staged rollout when possible.", "warning")
+hotfixForm = Form("ship-hotfix", hotfixButtons, [hotfixBuildField, hotfixRegionField, hotfixRolloutField, hotfixReasonField])
+hotfixBuildField = FormControl("Approved build", hotfixBuildInput)
+hotfixBuildInput = Input("hotfix_build", "e.g. 5.14.1+2048", "text")
+hotfixRegionField = FormControl("Target", hotfixRegionSelect)
+hotfixRegionSelect = Select("hotfix_target", [hotfixGlobal, hotfixUSEast, hotfixEurope, hotfixAPAC], "Choose deployment target")
+hotfixGlobal = SelectItem("global", "Global")
+hotfixUSEast = SelectItem("us-east", "US East only")
+hotfixEurope = SelectItem("europe", "Europe only")
+hotfixAPAC = SelectItem("apac", "Asia Pacific only")
+hotfixRolloutField = FormControl("Initial rollout", hotfixRolloutSlider, "Increase after health checks pass.")
+hotfixRolloutSlider = Slider("hotfix_rollout", "discrete", 5, 100, 5, [10], "Traffic percentage")
+hotfixReasonField = FormControl("Release reason", hotfixReasonInput)
+hotfixReasonInput = TextArea("hotfix_reason", "Describe the incident, fix, and rollback criteria...", 4)
+hotfixButtons = Buttons([validateHotfixButton, shipHotfixButton])
+validateHotfixButton = Button("Validate build", null, "secondary")
+shipHotfixButton = Button("Ship hotfix", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-game__r3.txt
new file mode 100644
index 000000000..55ba7882c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-game__r3.txt
@@ -0,0 +1,119 @@
+root = Card([header, liveStatus, kpiRow, engagementCard, economyCard, operationsCard, reviewCard, experimentsCard, patchForm, actionRow], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Global production telemetry • Updated moments ago")
+liveStatus = Alert("Production stable", "All regions are serving traffic. EU West latency is elevated and under observation.", "success")
+kpiRow = Card([onlineCard, dauCard, mauCard, revenueCard, arpuCard], "clear", "row", "m", "stretch", "between", true)
+onlineCard = Card([onlineLabel, onlineValue, onlineDelta], "card", "column", "xs")
+onlineLabel = TextContent("Players online", "small-heavy")
+onlineValue = TextContent("184,392", "large-heavy")
+onlineDelta = Badge("+8.4% vs last Tuesday", "secondary")
+dauCard = Card([dauLabel, dauValue], "card", "column", "xs")
+dauLabel = TextContent("Daily active players", "small-heavy")
+dauValue = TextContent("1.42M", "large-heavy")
+mauCard = Card([mauLabel, mauValue], "card", "column", "xs")
+mauLabel = TextContent("Monthly active players", "small-heavy")
+mauValue = TextContent("8.76M", "large-heavy")
+revenueCard = Card([revenueLabel, revenueValue, revenueDelta], "card", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = TextContent("$684,210", "large-heavy")
+revenueDelta = Badge("+6.1% vs forecast", "secondary")
+arpuCard = Card([arpuLabel, arpuValue], "card", "column", "xs")
+arpuLabel = TextContent("Revenue per user", "small-heavy")
+arpuValue = TextContent("$0.48", "large-heavy")
+engagementCard = Card([engagementHeader, sessionChart], "card", "column", "m")
+engagementHeader = CardHeader("Session length", "Average minutes per session over the past two weeks")
+sessionChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Average session", [31.2, 30.8, 32.1, 33.4, 35.7, 36.2, 34.9, 33.8, 34.5, 35.1, 37.3, 38.1, 36.8, 37.6])
+economyCard = Card([economyHeader, economyTabs], "card", "column", "m")
+economyHeader = CardHeader("Store & economy", "Sales velocity and currency purchasing power")
+economyTabs = Tabs([itemsTab, inflationTab])
+itemsTab = TabItem("items", "Best-selling items", [itemsChart, itemsTable])
+itemsChart = HorizontalBarChart(["Neon Ronin Skin", "Season Pass", "Dragon Mount", "Vault Key Bundle", "Victory Emote"], [unitsSeries], "grouped", "Units sold", "Item")
+unitsSeries = Series("Units", [18420, 15310, 9780, 8240, 6910])
+itemsTable = Table([itemNameCol, itemUnitsCol])
+itemNameCol = Col("Item", ["Neon Ronin Skin", "Season Pass", "Dragon Mount", "Vault Key Bundle", "Victory Emote"])
+itemUnitsCol = Col("Units", [18420, 15310, 9780, 8240, 6910], "number")
+inflationTab = TabItem("inflation", "Currency inflation", [inflationAlert, inflationChart])
+inflationAlert = Alert("Inflation above target", "Gold supply per active player is up 11.8% over 30 days; the target ceiling is 8%.", "warning")
+inflationChart = LineChart(["May", "Jun", "Jul", "Aug"], [supplySeries, sinkSeries], "natural", "Month", "Gold per active player")
+supplySeries = Series("Gold earned", [12800, 13350, 14120, 15340])
+sinkSeries = Series("Gold spent", [11900, 12280, 12740, 13110])
+operationsCard = Card([operationsHeader, operationsTabs], "card", "column", "m")
+operationsHeader = CardHeader("Service operations", "Regional health, client stability, and event schedule")
+operationsTabs = Tabs([regionsTab, crashesTab, eventsTab])
+regionsTab = TabItem("regions", "Server regions", [regionTable, regionActions])
+regionTable = Table([regionCol, healthCol, playersCol, latencyCol])
+regionCol = Col("Region", ["US East", "US West", "EU West", "Asia Pacific", "South America"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+playersCol = Col("Online", [52410, 38120, 46780, 32942, 14140], "number")
+latencyCol = Col("P95 latency", ["48 ms", "61 ms", "142 ms", "79 ms", "96 ms"])
+regionActions = Buttons([focusUsEast, focusUsWest, focusEuWest, focusApac, focusSa], "row")
+focusUsEast = Button("Focus US East", null, "secondary", "normal", "small")
+focusUsWest = Button("Focus US West", null, "secondary", "normal", "small")
+focusEuWest = Button("Focus EU West", null, "primary", "normal", "small")
+focusApac = Button("Focus Asia Pacific", null, "secondary", "normal", "small")
+focusSa = Button("Focus South America", null, "secondary", "normal", "small")
+crashesTab = TabItem("crashes", "Crash rate", [crashAlert, crashChart, crashTable])
+crashAlert = Alert("Version 4.8.1 regression", "Crash rate exceeds the 1% threshold. Android startup failures are the leading signature.", "warning")
+crashChart = BarChart(["4.7.9", "4.8.0", "4.8.1", "4.8.2 beta"], [crashSeries], "grouped", "App version", "Crash rate (%)")
+crashSeries = Series("Crash rate", [0.42, 0.61, 1.38, 0.49])
+crashTable = Table([versionCol, crashRateCol, sessionsCol])
+versionCol = Col("App version", ["4.7.9", "4.8.0", "4.8.1", "4.8.2 beta"])
+crashRateCol = Col("Crash rate", ["0.42%", "0.61%", "1.38%", "0.49%"])
+sessionsCol = Col("Sessions sampled", [842100, 2184300, 3918200, 126400], "number")
+eventsTab = TabItem("events", "Live events", [eventTable])
+eventTable = Table([eventNameCol, eventStateCol, eventWindowCol, eventPlayersCol])
+eventNameCol = Col("Event", ["Solar Siege", "Double XP Weekend", "Guild Gauntlet", "Harvest Moon Festival"])
+eventStateCol = Col("Status", ["Running", "Running", "Upcoming", "Upcoming"])
+eventWindowCol = Col("Window", ["Ends Aug 19, 18:00 UTC", "Ends Aug 20, 00:00 UTC", "Starts Aug 21, 16:00 UTC", "Starts Aug 24, 12:00 UTC"])
+eventPlayersCol = Col("Participants", ["612,840", "948,210", "—", "—"])
+reviewCard = Card([reviewHeader, reviewTabs], "card", "column", "m")
+reviewHeader = CardHeader("Trust & safety queues", "Cases awaiting moderator review")
+reviewTabs = Tabs([reportsTab, appealsTab])
+reportsTab = TabItem("reports", "Player reports • 1,284", [reportsSummary, reportsList, reportsButton])
+reportsSummary = Callout("warning", "Oldest report: 3h 42m", "214 high-priority reports are awaiting review.")
+reportsList = ListBlock([reportOne, reportTwo, reportThree], "number")
+reportOne = ListItem("Harassment • Match chat", "Priority: High • 47 corroborating reports")
+reportTwo = ListItem("Suspected cheating • Ranked", "Priority: High • Detection confidence 92%")
+reportThree = ListItem("Offensive username", "Priority: Normal • 8 corroborating reports")
+reportsButton = Buttons([openReports])
+openReports = Button("Review player reports", null, "primary")
+appealsTab = TabItem("appeals", "Ban appeals • 327", [appealsSummary, appealsList, appealsButton])
+appealsSummary = Callout("info", "SLA status", "41 appeals are due within the next two hours.")
+appealsList = ListBlock([appealOne, appealTwo, appealThree], "number")
+appealOne = ListItem("Permanent ban appeal", "Cheating • Submitted 5h ago")
+appealTwo = ListItem("Seven-day suspension appeal", "Harassment • Submitted 3h ago")
+appealThree = ListItem("Marketplace restriction appeal", "Fraud review • Submitted 2h ago")
+appealsButton = Buttons([openAppeals])
+openAppeals = Button("Review ban appeals", null, "primary")
+experimentsCard = Card([experimentsHeader, experimentsTable, experimentChart], "card", "column", "m")
+experimentsHeader = CardHeader("Running experiments", "Current readout for both active A/B tests")
+experimentsTable = Table([experimentCol, metricCol, resultCol, confidenceCol, recommendationCol])
+experimentCol = Col("Experiment", ["XP Boost Onboarding", "Store Bundle Layout"])
+metricCol = Col("Primary metric", ["D1 retention", "Purchase conversion"])
+resultCol = Col("Result", ["+3.8%", "+6.2%"])
+confidenceCol = Col("Confidence", ["96%", "91%"])
+recommendationCol = Col("Readout", ["Winning", "Promising"])
+experimentChart = BarChart(["XP Boost Onboarding", "Store Bundle Layout"], [controlSeries, treatmentSeries], "grouped", "Experiment", "Indexed metric")
+controlSeries = Series("Control", [100, 100])
+treatmentSeries = Series("Treatment", [103.8, 106.2])
+patchForm = Form("patch-notes-draft", patchButtons, [patchTitleField, patchVersionField, patchSummaryField, patchDetailsField])
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("patch_title", "Hotfix 4.8.1b")
+patchVersionField = FormControl("Target version", patchVersionInput)
+patchVersionInput = Input("target_version", "4.8.1b")
+patchSummaryField = FormControl("Player-facing summary", patchSummaryInput, "Keep the opening concise and focused on player impact.")
+patchSummaryInput = TextArea("patch_summary", "Summarize fixes and improvements…", 3)
+patchDetailsField = FormControl("Patch notes", patchDetailsInput)
+patchDetailsInput = TextArea("patch_details", "• Fixed an issue that caused crashes during Android startup.\n• Improved EU West matchmaking stability.", 8)
+patchButtons = Buttons([saveDraft, previewDraft])
+saveDraft = Button("Save patch notes draft", null, "primary")
+previewDraft = Button("Preview notes", null, "secondary")
+actionRow = Card([actionHeader, shipHotfix, runbookDrawer], "card", "row", "m", "center", "between", true)
+actionHeader = CardHeader("Emergency release", "Hotfix candidate 4.8.1b passed smoke tests and is ready for staged deployment.")
+shipHotfix = AlertDialogBlock("Ship hotfix", "Deploy hotfix 4.8.1b?", "This starts a 5% staged rollout globally, pauses automatically on crash-rate regression, and requires release-manager confirmation.", "Start rollout", "Cancel", "destructive")
+runbookDrawer = DrawerBlock("Open hotfix runbook", "Hotfix deployment runbook", "Preflight and rollback checklist", [runbookSteps])
+runbookSteps = Steps([runbookOne, runbookTwo, runbookThree, runbookFour])
+runbookOne = StepsItem("Verify build", "Confirm signatures, smoke tests, and crash-symbol upload.")
+runbookTwo = StepsItem("Start canary", "Release to 5% of eligible players and monitor for 15 minutes.")
+runbookThree = StepsItem("Expand rollout", "Increase to 25%, 50%, then 100% if guardrails remain green.")
+runbookFour = StepsItem("Rollback if needed", "Halt rollout and restore 4.8.1 when crash rate or latency exceeds thresholds.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-game__r4.txt
new file mode 100644
index 000000000..5d5127b10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-game__r4.txt
@@ -0,0 +1,135 @@
+root = Card([header, statusRow, kpiRow, engagementCard, commerceCard, reliabilityCard, operationsCard, economyCard, experimentsCard, actionCard], "clear", "column", "l")
+header = CardHeader("Live-Ops Command Center", "Global production view • Updated moments ago")
+statusRow = Card([liveBadge, refreshText], "sunk", "row", "m", "center", "between")
+liveBadge = Badge("● LIVE", "secondary")
+refreshText = TextContent("Monitoring 8 server regions • Next refresh in 20s", "small")
+kpiRow = Card([onlineCard, dauCard, mauCard, revenueCard, arpuCard], "clear", "row", "m", "stretch", "between", true)
+onlineCard = Card([onlineLabel, onlineValue], "card", "column", "xs")
+onlineLabel = TextContent("Players online now", "small-heavy")
+onlineValue = TextContent("184,392", "large-heavy")
+dauCard = Card([dauLabel, dauValue], "card", "column", "xs")
+dauLabel = TextContent("Daily active players", "small-heavy")
+dauValue = TextContent("1.42M", "large-heavy")
+mauCard = Card([mauLabel, mauValue], "card", "column", "xs")
+mauLabel = TextContent("Monthly active players", "small-heavy")
+mauValue = TextContent("8.76M", "large-heavy")
+revenueCard = Card([revenueLabel, revenueValue], "card", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small-heavy")
+revenueValue = TextContent("$486,210", "large-heavy")
+arpuCard = Card([arpuLabel, arpuValue], "card", "column", "xs")
+arpuLabel = TextContent("Revenue per user today", "small-heavy")
+arpuValue = TextContent("$0.342", "large-heavy")
+engagementCard = Card([engagementHeader, sessionChart], "card", "column", "m")
+engagementHeader = CardHeader("Player engagement", "Average session length over the past two weeks")
+sessionChart = LineChart(sessionLabels, [sessionSeries], "natural", "Date", "Minutes")
+sessionLabels = ["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"]
+sessionSeries = Series("Average session", [31.8, 32.4, 32.1, 33.6, 36.2, 37.5, 34.8, 33.9, 34.4, 35.1, 38.3, 39.2, 36.7, 35.8])
+commerceCard = Card([commerceHeader, commerceBody], "card", "column", "m")
+commerceHeader = CardHeader("Commerce", "Best-selling items by units sold today")
+commerceBody = Card([itemsChart, itemsTable], "clear", "row", "l", "stretch", "between", true)
+itemsChart = HorizontalBarChart(itemLabels, [itemSeries], "grouped", "Units", "Item")
+itemLabels = ["Dragon Pass", "1,200 Gem Pack", "Neon Ronin Skin", "Builder Bundle", "Phoenix Mount"]
+itemSeries = Series("Units sold", [18420, 12970, 8640, 7310, 5980])
+itemsTable = Table([itemNameCol, itemUnitsCol, itemRevenueCol])
+itemNameCol = Col("Item", ["Dragon Pass", "1,200 Gem Pack", "Neon Ronin Skin", "Builder Bundle", "Phoenix Mount"])
+itemUnitsCol = Col("Units", [18420, 12970, 8640, 7310, 5980], "number")
+itemRevenueCol = Col("Revenue", ["$184,016", "$129,570", "$103,594", "$87,647", "$71,700"])
+reliabilityCard = Card([reliabilityHeader, reliabilityBody], "card", "column", "m")
+reliabilityHeader = CardHeader("Reliability", "Server health and client stability")
+reliabilityBody = Card([serverSection, crashSection], "clear", "row", "l", "start", "between", true)
+serverSection = Card([serverHeading, serverTable], "sunk", "column", "s")
+serverHeading = Heading("Server regions", "h3")
+serverTable = Table([regionCol, healthCol, loadCol, latencyCol])
+regionCol = Col("Region", ["US East", "US West", "EU Central", "EU West", "Asia Pacific", "Japan", "South America", "Oceania"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy", "Healthy", "Investigating", "Healthy"])
+loadCol = Col("Load", ["71%", "64%", "89%", "76%", "68%", "73%", "82%", "55%"])
+latencyCol = Col("P95 latency", ["42 ms", "51 ms", "118 ms", "47 ms", "63 ms", "39 ms", "146 ms", "58 ms"])
+crashSection = Card([crashHeading, crashChart, crashAlert], "sunk", "column", "s")
+crashHeading = Heading("Crash rate by app version", "h3")
+crashChart = BarChart(versionLabels, [crashSeries], "grouped", "App version", "Crash rate (%)")
+versionLabels = ["5.8.0", "5.8.1", "5.8.2", "5.9.0", "5.9.1"]
+crashSeries = Series("Crash rate", [0.92, 0.71, 0.48, 1.84, 0.63])
+crashAlert = Alert("Version 5.9.0 above threshold", "Crash rate is 1.84% versus the 1.00% alert threshold.", "warning")
+operationsCard = Card([operationsHeader, operationsBody], "card", "column", "m")
+operationsHeader = CardHeader("Live operations", "Events and player-safety queues")
+operationsBody = Card([eventSection, queueSection], "clear", "row", "l", "start", "between", true)
+eventSection = Card([eventHeading, eventsTable], "sunk", "column", "s")
+eventHeading = Heading("Live and upcoming events", "h3")
+eventsTable = Table([eventCol, eventStateCol, eventWindowCol, eventAudienceCol])
+eventCol = Col("Event", ["Solar Siege", "Double Guild XP", "Moonfall Raid", "Anniversary Login Track"])
+eventStateCol = Col("State", ["Running", "Running", "Upcoming", "Upcoming"])
+eventWindowCol = Col("Window", ["Ends Aug 20 18:00 UTC", "Ends Aug 19 08:00 UTC", "Starts Aug 21 16:00 UTC", "Starts Aug 24 00:00 UTC"])
+eventAudienceCol = Col("Audience", ["Global", "Global", "Level 40+", "Global"])
+queueSection = Card([queueHeading, queueCards], "sunk", "column", "s")
+queueHeading = Heading("Review queues", "h3")
+queueCards = Card([reportsQueue, appealsQueue], "clear", "row", "m", "stretch", "between", true)
+reportsQueue = Card([reportsLabel, reportsValue, reportsDetail], "card", "column", "xs")
+reportsLabel = TextContent("Player reports awaiting review", "small-heavy")
+reportsValue = TextContent("1,284", "large-heavy")
+reportsDetail = TextContent("96 high-priority • Oldest: 2h 18m", "small")
+appealsQueue = Card([appealsLabel, appealsValue, appealsDetail], "card", "column", "xs")
+appealsLabel = TextContent("Ban appeals awaiting review", "small-heavy")
+appealsValue = TextContent("347", "large-heavy")
+appealsDetail = TextContent("28 escalated • Oldest: 11h 42m", "small")
+economyCard = Card([economyHeader, economyBody], "card", "column", "m")
+economyHeader = CardHeader("Economy watch", "In-game currency inflation over the last eight weeks")
+economyBody = Card([inflationChart, inflationCallout], "clear", "column", "m")
+inflationChart = LineChart(inflationLabels, [priceSeries, supplySeries], "natural", "Week", "Index (100 = baseline)")
+inflationLabels = ["Jun 30", "Jul 7", "Jul 14", "Jul 21", "Jul 28", "Aug 4", "Aug 11", "Aug 18"]
+priceSeries = Series("Marketplace price index", [100, 101.2, 102.4, 103.1, 104.8, 106.3, 108.7, 111.4])
+supplySeries = Series("Currency supply index", [100, 101.8, 103.5, 105.9, 108.6, 111.2, 114.9, 119.1])
+inflationCallout = Callout("warning", "Inflation elevated", "Marketplace prices are up 11.4% from baseline and currency supply is up 19.1%. Sink-to-source ratio is 0.82.")
+experimentsCard = Card([experimentsHeader, experimentBody], "card", "column", "m")
+experimentsHeader = CardHeader("Running experiments", "Current readouts; significance thresholds are pre-registered")
+experimentBody = Card([experimentATable, experimentBTable], "clear", "row", "l", "start", "between", true)
+experimentATable = Table([expAFieldCol, expAValueCol])
+expAFieldCol = Col("Starter Bundle Pricing", ["Status", "Population", "Primary metric", "Control", "Variant", "Lift", "Confidence"])
+expAValueCol = Col("Result", ["Running", "248,120 players", "7-day payer conversion", "4.82%", "5.31%", "+10.2%", "97.4%"])
+experimentBTable = Table([expBFieldCol, expBValueCol])
+expBFieldCol = Col("Daily Quest Refresh", ["Status", "Population", "Primary metric", "Control", "Variant", "Lift", "Confidence"])
+expBValueCol = Col("Result", ["Running", "191,440 players", "Day-3 retention", "41.6%", "42.3%", "+1.7%", "81.2%"])
+actionCard = Card([actionHeader, actionBody], "card", "column", "m")
+actionHeader = CardHeader("Operator actions", "Draft communications, isolate a region, or prepare an emergency release")
+actionBody = Card([patchForm, focusForm, hotfixDialog], "clear", "row", "l", "start", "between", true)
+patchForm = Form("patch-notes-draft", patchButtons, [patchTitleField, patchVersionField, patchNotesField])
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("patch_title", "Patch 5.9.2 Notes")
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("patch_version", "5.9.2")
+patchNotesField = FormControl("Draft patch notes", patchNotesInput, "Use player-facing language; changes are saved as a draft.")
+patchNotesInput = TextArea("patch_notes", "## Highlights\n\n## Balance changes\n\n## Bug fixes\n\n## Known issues", 10)
+patchButtons = Buttons([saveDraftButton, previewDraftButton])
+saveDraftButton = Button("Save patch-note draft", null, "primary")
+previewDraftButton = Button("Preview", null, "secondary")
+focusForm = Form("region-focus", focusButtons, [focusRegionField])
+focusRegionField = FormControl("Focus on one region", focusRegionSelect, "Filters the command center to the selected region.")
+focusRegionSelect = Select("focus_region", [regionGlobal, regionUSEast, regionUSWest, regionEUCentral, regionEUWest, regionAPAC, regionJapan, regionSA, regionOceania], "Choose a region")
+regionGlobal = SelectItem("global", "Global")
+regionUSEast = SelectItem("us-east", "US East")
+regionUSWest = SelectItem("us-west", "US West")
+regionEUCentral = SelectItem("eu-central", "EU Central")
+regionEUWest = SelectItem("eu-west", "EU West")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionJapan = SelectItem("japan", "Japan")
+regionSA = SelectItem("south-america", "South America")
+regionOceania = SelectItem("oceania", "Oceania")
+focusButtons = Buttons([focusButton, resetFocusButton])
+focusButton = Button("Focus region", null, "primary")
+resetFocusButton = Button("Reset to global", null, "tertiary")
+hotfixDialog = DialogBlock("Prepare hotfix", "Ship an emergency hotfix", "Configure the build and rollout before final confirmation.", [hotfixWarning, hotfixForm], "destructive")
+hotfixWarning = Alert("Production change", "Shipping a hotfix can restart services and disconnect active sessions. Use staged rollout unless immediate global deployment is required.", "warning")
+hotfixForm = Form("ship-hotfix", hotfixButtons, [hotfixBuildField, hotfixRegionField, hotfixRolloutField, hotfixReasonField])
+hotfixBuildField = FormControl("Build", hotfixBuildInput)
+hotfixBuildInput = Input("hotfix_build", "5.9.2-hotfix.1")
+hotfixRegionField = FormControl("Target region", hotfixRegionSelect)
+hotfixRegionSelect = Select("hotfix_region", [hotfixGlobal, hotfixEUCentral, hotfixSouthAmerica], "Select target")
+hotfixGlobal = SelectItem("global", "Global")
+hotfixEUCentral = SelectItem("eu-central", "EU Central")
+hotfixSouthAmerica = SelectItem("south-america", "South America")
+hotfixRolloutField = FormControl("Rollout percentage", hotfixRolloutSlider, "Begin with a small cohort and expand after validation.")
+hotfixRolloutSlider = Slider("hotfix_rollout", "discrete", 5, 100, 5, [10], "Initial rollout (%)")
+hotfixReasonField = FormControl("Change summary", hotfixReasonInput)
+hotfixReasonInput = TextArea("hotfix_reason", "Describe the incident, fix, validation, and rollback plan.", 5)
+hotfixButtons = Buttons([validateHotfixButton, shipHotfixButton])
+validateHotfixButton = Button("Validate build", null, "secondary")
+shipHotfixButton = Button("Ship hotfix", null, "primary", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..dfa9aa57e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r1.txt
@@ -0,0 +1,124 @@
+root = Card([header, alerts, kpiRow, productionRow, performanceRow, operationsRow, supplyRow, safetyEnergyRow, workOrders, controlRow, exportActions], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live operations overview • Tuesday, 18 August 2026 • Day shift")
+alerts = Card([alertsHeader, alertOne, alertTwo], "sunk", "column", "s")
+alertsHeader = Heading("Live andon alerts", "h2")
+alertOne = Alert("Line 3 stopped", "Packaging conveyor photo-eye fault • Active for 7 minutes • Technician dispatched", "destructive")
+alertTwo = Alert("Line 1 material warning", "Steel coil estimated to run out in 42 minutes", "warning")
+kpiRow = Card([oeeCard, unitsCard, safetyCard, energyCard], "clear", "row", "m", "stretch", "between", true)
+oeeCard = Card([oeeTitle, oeeProgress, oeeDetail], "card", "column", "s")
+oeeTitle = Heading("Overall equipment effectiveness", "h3")
+oeeProgress = Progress(82.4, "82.4% OEE")
+oeeDetail = TextContent("Availability 88.7% • Performance 94.1% • Quality 98.6%", "small")
+unitsCard = Card([unitsTitle, unitsProgress, unitsDetail], "card", "column", "s")
+unitsTitle = Heading("Today's production", "h3")
+unitsProgress = Progress(68.4, "8,210 / 12,000 units")
+unitsDetail = TextContent("3,790 remaining • Forecast: 11,760", "small")
+safetyCard = Card([safetyTitle, safetyValue, safetyDetail], "card", "column", "s")
+safetyTitle = Heading("Safety", "h3")
+safetyValue = TextContent("2 incidents this year", "large-heavy")
+safetyDetail = TextContent("47 days since the last incident", "small")
+energyCard = Card([energyTitle, energyValue, energyProgress], "card", "column", "s")
+energyTitle = Heading("Energy use today", "h3")
+energyValue = TextContent("18.6 MWh", "large-heavy")
+energyProgress = Progress(74.4, "74% of daily budget")
+productionRow = Card([linesCard, shiftsCard], "clear", "row", "l", "stretch", "between", true)
+linesCard = Card([linesHeader, linesTable], "card", "column", "m")
+linesHeader = CardHeader("Production lines", "Current rate and operating status")
+linesTable = Table([lineName, lineRate, lineStatus, lineOutput])
+lineName = Col("Line", ["Line 1 — Stamping", "Line 2 — Molding", "Line 3 — Packaging", "Line 4 — Assembly"])
+lineRate = Col("Rate", ["420 units/hr", "365 units/hr", "0 units/hr", "298 units/hr"])
+lineStatus = Col("Status", ["Running", "Running", "Stopped", "Changeover"])
+lineOutput = Col("Output today", [2840, 2510, 1210, 1650], "number")
+shiftsCard = Card([shiftsHeader, shiftsChart], "card", "column", "m")
+shiftsHeader = CardHeader("Output by shift", "Units produced versus shift target")
+shiftsChart = BarChart(["Night", "Day", "Evening"], [actualShift, targetShift], "grouped", "Shift", "Units")
+actualShift = Series("Actual", [4020, 4190, 0])
+targetShift = Series("Target", [4000, 4200, 3800])
+performanceRow = Card([defectsCard, downtimeCard], "clear", "row", "l", "stretch", "between", true)
+defectsCard = Card([defectsHeader, defectsChart], "card", "column", "m")
+defectsHeader = CardHeader("Defect rate — past month", "Daily rejected units as a percentage of output")
+defectsChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [1.8, 1.6, 2.1, 1.7, 1.5, 1.9, 1.4, 1.3, 1.6, 1.2, 1.4])
+downtimeCard = Card([downtimeHeader, downtimeChart], "card", "column", "m")
+downtimeHeader = CardHeader("Downtime by cause", "Total: 286 minutes this month")
+downtimeChart = PieChart(["Mechanical", "Changeover", "Material shortage", "Electrical", "Quality checks"], [92, 74, 51, 39, 30], "donut", "circular")
+operationsRow = Card([maintenanceCard, qualityCard], "clear", "row", "l", "stretch", "between", true)
+maintenanceCard = Card([maintenanceHeader, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("Machines due for maintenance", "Upcoming preventive maintenance")
+maintenanceTable = Table([machineCol, maintenanceDueCol, maintenanceTaskCol, maintenanceRiskCol])
+machineCol = Col("Machine", ["Press P-104", "Molder M-208", "Robot R-17", "Compressor C-03"])
+maintenanceDueCol = Col("Due", ["Today", "Aug 19", "Aug 20", "Aug 22"])
+maintenanceTaskCol = Col("Task", ["Hydraulic inspection", "Lubrication", "Axis calibration", "Filter replacement"])
+maintenanceRiskCol = Col("Risk", ["High", "Medium", "Medium", "Low"])
+qualityCard = Card([qualityHeader, qualityTable], "card", "column", "m")
+qualityHeader = CardHeader("Batches on quality hold", "3 batches awaiting disposition")
+qualityTable = Table([batchCol, productCol, holdReasonCol, holdAgeCol])
+batchCol = Col("Batch", ["B-260818-07", "B-260817-14", "B-260816-22"])
+productCol = Col("Product", ["Steel bracket A", "Resin housing C", "Fastener kit D"])
+holdReasonCol = Col("Reason", ["Dimension variance", "Color mismatch", "Torque audit"])
+holdAgeCol = Col("Age", ["3 hours", "19 hours", "2 days"])
+supplyRow = Card([stockCard, deliveriesCard], "clear", "row", "l", "stretch", "between", true)
+stockCard = Card([stockHeader, stockTable], "card", "column", "m")
+stockHeader = CardHeader("Material stock", "On-hand inventory and coverage")
+stockTable = Table([materialCol, stockLevelCol, stockCoverageCol, stockStateCol])
+materialCol = Col("Material", ["Steel", "Resin", "Packaging"])
+stockLevelCol = Col("On hand", ["84.2 tonnes", "31.6 tonnes", "18,400 sets"])
+stockCoverageCol = Col("Coverage", ["3.8 days", "2.1 days", "1.4 days"])
+stockStateCol = Col("Status", ["Healthy", "Watch", "Low"])
+deliveriesCard = Card([deliveriesHeader, deliveriesTable], "card", "column", "m")
+deliveriesHeader = CardHeader("Supplier deliveries due this week", "Inbound materials")
+deliveriesTable = Table([supplierCol, deliveryMaterialCol, deliveryDateCol, deliveryStatusCol])
+supplierCol = Col("Supplier", ["Metro Steel", "PolyChem", "PackRight", "Metro Steel"])
+deliveryMaterialCol = Col("Delivery", ["42 t steel", "18 t resin", "12,000 cartons", "38 t steel"])
+deliveryDateCol = Col("Due", ["Tue Aug 18", "Wed Aug 19", "Thu Aug 20", "Fri Aug 21"])
+deliveryStatusCol = Col("Status", ["At gate", "Confirmed", "Delayed 4h", "Confirmed"])
+safetyEnergyRow = Card([safetyTrendCard, energyTrendCard], "clear", "row", "l", "stretch", "between", true)
+safetyTrendCard = Card([safetyTrendHeader, safetyTrendTable], "card", "column", "m")
+safetyTrendHeader = CardHeader("Safety incident summary", "Year-to-date recordable events")
+safetyTrendTable = Table([safetyMetricCol, safetyResultCol])
+safetyMetricCol = Col("Metric", ["Recordable incidents", "Lost-time incidents", "Near misses reported", "Days since last incident"])
+safetyResultCol = Col("Result", [2, 0, 14, 47])
+energyTrendCard = Card([energyTrendHeader, energyChart], "card", "column", "m")
+energyTrendHeader = CardHeader("Today's energy profile", "Hourly electricity consumption")
+energyChart = AreaChart(["06:00", "08:00", "10:00", "12:00", "14:00", "16:00"], [energySeries], "natural", "Time", "MWh")
+energySeries = Series("Energy", [1.8, 3.9, 7.1, 10.8, 14.9, 18.6])
+workOrders = Card([workOrdersHeader, workOrdersTable], "card", "column", "m")
+workOrdersHeader = CardHeader("Open work orders", "8 open • 3 shown by highest priority")
+workOrdersTable = Table([orderCol, assetCol, issueCol, priorityCol, ownerCol])
+orderCol = Col("Work order", ["WO-4831", "WO-4827", "WO-4819", "WO-4812", "WO-4808"])
+assetCol = Col("Asset", ["Line 3 conveyor", "Press P-104", "Molder M-208", "Robot R-17", "Dock door D-2"])
+issueCol = Col("Issue", ["Photo-eye fault", "Hydraulic pressure drift", "Nozzle temperature variance", "Axis vibration", "Door sensor intermittent"])
+priorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+ownerCol = Col("Owner", ["J. Patel", "M. Chen", "A. Ruiz", "S. Kim", "Facilities"])
+controlRow = Card([focusCard, scheduleCard], "clear", "row", "l", "stretch", "between", true)
+focusCard = Card([focusHeader, focusForm], "card", "column", "m")
+focusHeader = CardHeader("Focus on one line", "Filter the console to a selected production line")
+focusForm = Form("line-focus", focusButtons, [lineFocusField])
+lineFocusField = FormControl("Production line", lineFocusSelect)
+lineFocusSelect = Select("focused_line", [allLines, focusLineOne, focusLineTwo, focusLineThree, focusLineFour], "Choose a line")
+allLines = SelectItem("all", "All production lines")
+focusLineOne = SelectItem("line-1", "Line 1 — Stamping")
+focusLineTwo = SelectItem("line-2", "Line 2 — Molding")
+focusLineThree = SelectItem("line-3", "Line 3 — Packaging")
+focusLineFour = SelectItem("line-4", "Line 4 — Assembly")
+focusButtons = Buttons([applyFocus, clearFocus])
+applyFocus = Button("Apply line focus", null, "primary")
+clearFocus = Button("Show all lines", null, "tertiary")
+scheduleCard = Card([scheduleHeader, maintenanceForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule maintenance", "Select a machine and service date")
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [machineField, dateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [machineOne, machineTwo, machineThree, machineFour, machineFive], "Choose a machine")
+machineOne = SelectItem("press-p104", "Press P-104")
+machineTwo = SelectItem("molder-m208", "Molder M-208")
+machineThree = SelectItem("robot-r17", "Robot R-17")
+machineFour = SelectItem("compressor-c03", "Compressor C-03")
+machineFive = SelectItem("conveyor-l3", "Line 3 conveyor")
+dateField = FormControl("Maintenance date", maintenanceDate)
+maintenanceDate = DatePicker("maintenance_date", "single")
+maintenanceButtons = Buttons([scheduleButton, resetButton])
+scheduleButton = Button("Schedule maintenance", null, "primary")
+resetButton = Button("Reset", null, "tertiary")
+exportActions = Buttons([exportButton, acknowledgeButton], "row")
+exportButton = Button("Export shift report", null, "primary")
+acknowledgeButton = Button("Review andon alerts", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..903e3d1c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r2.txt
@@ -0,0 +1,100 @@
+root = Card([header, liveAlerts, overview, productionSection, reliabilitySection, materialsSection, operationsSection, safetyQualitySection, controlsSection], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live operations • Tuesday, August 18, 2026 • Day shift")
+liveAlerts = Card([alertsHeader, alertOne, alertTwo], "card", "column", "s")
+alertsHeader = CardHeader("Live Andon Alerts", "2 active alerts")
+alertOne = Alert("Line 3 • Station 3B stopped", "Guard interlock open since 14:22. Maintenance notified.", "destructive")
+alertTwo = Alert("Line 2 • Quality warning", "Seal-width measurement is approaching the upper control limit.", "warning")
+overview = Card([oeeCard, targetCard, safetyCard, energyCard], "clear", "row", "m", "stretch", "between", true)
+oeeCard = Card([oeeHeader, oeeProgress, oeeDetail], "card", "column", "s")
+oeeHeader = CardHeader("Overall Equipment Effectiveness", "82.4% today")
+oeeProgress = Progress(82.4, "Target: 85%")
+oeeDetail = TextContent("Availability 89.6% • Performance 94.1% • Quality 97.7%", "small")
+targetCard = Card([targetHeader, targetProgress, targetDetail], "card", "column", "s")
+targetHeader = CardHeader("Units Produced", "18,640 of 24,000")
+targetProgress = Progress(77.7, "77.7% of today's target")
+targetDetail = TextContent("5,360 units remaining • projected finish: 23,780", "small")
+safetyCard = Card([safetyHeader, safetyValue, safetyDetail], "card", "column", "s")
+safetyHeader = CardHeader("Safety", "Year to date")
+safetyValue = TextContent("3 incidents • 47 days since last incident", "large-heavy")
+safetyDetail = TextContent("Goal: zero recordable incidents", "small")
+energyCard = Card([energyHeader, energyProgress, energyDetail], "card", "column", "s")
+energyHeader = CardHeader("Energy Use Today", "31.8 MWh")
+energyProgress = Progress(74.8, "74.8% of daily budget")
+energyDetail = TextContent("Budget 42.5 MWh • 1.71 kWh per unit", "small")
+productionSection = Card([productionHeader, lineTable, shiftChart, defectChart], "card", "column", "m")
+productionHeader = CardHeader("Production Performance", "Rates, line status, shift comparison, and quality trend")
+lineTable = Table([lineNameCol, lineRateCol, lineTargetCol, lineStatusCol])
+lineNameCol = Col("Production line", ["Line 1 • Pressing", "Line 2 • Molding", "Line 3 • Assembly", "Line 4 • Packaging"])
+lineRateCol = Col("Current rate", ["520 units/hr", "445 units/hr", "0 units/hr", "610 units/hr"])
+lineTargetCol = Col("Target rate", ["500 units/hr", "460 units/hr", "480 units/hr", "600 units/hr"])
+lineStatusCol = Col("Status", ["Running", "Running • quality watch", "Stopped • andon", "Running"])
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [shiftActual, shiftTarget], "grouped", "Shift", "Units")
+shiftActual = Series("Output", [8120, 7460, 3060])
+shiftTarget = Series("Target", [8000, 8000, 8000])
+defectChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [2.8, 2.6, 2.9, 2.4, 2.2, 2.5, 2.1, 2.3, 1.9, 2.0, 2.3])
+reliabilitySection = Card([reliabilityHeader, downtimeChart, maintenanceTable, workOrderTable], "card", "column", "m")
+reliabilityHeader = CardHeader("Reliability & Maintenance", "Downtime causes, upcoming service, and open work")
+downtimeChart = PieChart(["Mechanical failure", "Changeover", "Material shortage", "Quality checks", "Electrical", "Other"], [128, 94, 61, 47, 39, 21], "donut", "circular")
+maintenanceTable = Table([maintenanceMachineCol, maintenanceLineCol, maintenanceDueCol, maintenanceReasonCol])
+maintenanceMachineCol = Col("Machine due for maintenance", ["Press P-104", "Molder M-207", "Conveyor C-312", "Robot R-405"])
+maintenanceLineCol = Col("Line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+maintenanceDueCol = Col("Due", ["Today", "Aug 19", "Aug 20", "Aug 21"])
+maintenanceReasonCol = Col("Service", ["500-hour inspection", "Hydraulic filter", "Belt and bearing check", "Axis calibration"])
+workOrderTable = Table([workOrderIdCol, workOrderAssetCol, workOrderIssueCol, workOrderPriorityCol])
+workOrderIdCol = Col("Work order", ["WO-1842", "WO-1845", "WO-1848", "WO-1851", "WO-1853"])
+workOrderAssetCol = Col("Asset", ["Robot R-303", "Molder M-207", "Compressor AC-02", "Press P-102", "Labeler L-401"])
+workOrderIssueCol = Col("Issue", ["Guard interlock fault", "Oil leak inspection", "High discharge temperature", "Vibration above baseline", "Barcode read failures"])
+workOrderPriorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+materialsSection = Card([materialsHeader, stockTable, deliveriesTable], "card", "column", "m")
+materialsHeader = CardHeader("Materials & Inbound Supply", "On-hand stock and deliveries due this week")
+stockTable = Table([stockMaterialCol, stockOnHandCol, stockCoverageCol, stockStatusCol])
+stockMaterialCol = Col("Material", ["Steel", "Resin", "Packaging"])
+stockOnHandCol = Col("On hand", ["186 tonnes", "72 tonnes", "148,000 units"])
+stockCoverageCol = Col("Coverage", ["4.6 days", "2.1 days", "6.3 days"])
+stockStatusCol = Col("Status", ["Healthy", "Reorder soon", "Healthy"])
+deliveriesTable = Table([deliveryDayCol, deliverySupplierCol, deliveryMaterialCol, deliveryQuantityCol, deliveryStatusCol])
+deliveryDayCol = Col("Due", ["Tue Aug 18", "Wed Aug 19", "Thu Aug 20", "Fri Aug 21"])
+deliverySupplierCol = Col("Supplier", ["Northstar Metals", "PolyChem Industries", "PackRight Co.", "Northstar Metals"])
+deliveryMaterialCol = Col("Delivery", ["Steel coil", "Resin R-42", "Cartons and film", "Steel sheet"])
+deliveryQuantityCol = Col("Quantity", ["48 tonnes", "30 tonnes", "60,000 units", "35 tonnes"])
+deliveryStatusCol = Col("Status", ["At gate", "Confirmed", "Confirmed", "Pending dispatch"])
+operationsSection = Card([operationsHeader, qualityHoldTable], "card", "column", "m")
+operationsHeader = CardHeader("Quality Holds", "Batches blocked from release")
+qualityHoldTable = Table([batchIdCol, batchLineCol, batchQuantityCol, batchReasonCol, batchOwnerCol])
+batchIdCol = Col("Batch", ["B-260818-07", "B-260818-11", "B-260817-22"])
+batchLineCol = Col("Line", ["Line 2", "Line 4", "Line 1"])
+batchQuantityCol = Col("Units", [840, 1260, 520])
+batchReasonCol = Col("Hold reason", ["Seal width out of tolerance", "Label verification", "Surface finish inspection"])
+batchOwnerCol = Col("Owner", ["Quality lab", "QA supervisor", "Process engineering"])
+safetyQualitySection = Card([safetyQualityHeader, safetyCallout], "sunk", "column", "s")
+safetyQualityHeader = CardHeader("Safety Watch", "Current floor conditions")
+safetyCallout = Callout("success", "No active safety andon", "Last recordable incident was 47 days ago. Three incidents have been recorded in 2026.")
+controlsSection = Card([controlsHeader, focusForm, maintenanceForm, exportButtons], "card", "column", "m")
+controlsHeader = CardHeader("Supervisor Controls", "Focus the console, schedule service, or export reporting")
+focusForm = Form("line-focus", focusButtons, [focusField])
+focusField = FormControl("Focus on one production line", focusSelect, "Filters the next console view to the selected line")
+focusSelect = Select("focused_line", [focusAll, focusLineOne, focusLineTwo, focusLineThree, focusLineFour], "Choose a line")
+focusAll = SelectItem("all", "All production lines")
+focusLineOne = SelectItem("line-1", "Line 1 • Pressing")
+focusLineTwo = SelectItem("line-2", "Line 2 • Molding")
+focusLineThree = SelectItem("line-3", "Line 3 • Assembly")
+focusLineFour = SelectItem("line-4", "Line 4 • Packaging")
+focusButtons = Buttons([applyFocusButton, clearFocusButton])
+applyFocusButton = Button("Apply line focus", null, "primary")
+clearFocusButton = Button("Show all lines", null, "tertiary")
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [machineField, maintenanceDateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [machinePress, machineMolder, machineConveyor, machineRobot, machineLabeler], "Select a machine", ["required"])
+machinePress = SelectItem("press-p104", "Press P-104 • Line 1")
+machineMolder = SelectItem("molder-m207", "Molder M-207 • Line 2")
+machineConveyor = SelectItem("conveyor-c312", "Conveyor C-312 • Line 3")
+machineRobot = SelectItem("robot-r405", "Robot R-405 • Line 4")
+machineLabeler = SelectItem("labeler-l401", "Labeler L-401 • Line 4")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDate, "Select the planned service date")
+maintenanceDate = DatePicker("maintenance_date", "single", ["required"])
+maintenanceButtons = Buttons([scheduleButton, reviewButton])
+scheduleButton = Button("Schedule maintenance", null, "primary")
+reviewButton = Button("Review maintenance plan", null, "secondary")
+exportButtons = Buttons([exportButton])
+exportButton = Button("Export shift report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..326dda00e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r3.txt
@@ -0,0 +1,122 @@
+root = Card([header, topStatus, productionOverview, lineFocusForm, lineTable, andonSection, defectSection, downtimeSection, shiftSection, maintenanceSection, maintenanceForm, inventorySection, deliverySection, safetySection, qualitySection, operationsSection, exportActions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live operations • Tuesday, 18 August 2026 • Day shift")
+topStatus = Card([oeeCard, outputCard, energyCard, safetyCard], "sunk", "row", "m", "stretch", "between", true)
+oeeCard = Card([oeeHeading, oeeProgress, oeeText], "clear", "column", "xs")
+oeeHeading = Heading("Overall equipment effectiveness", "h3")
+oeeProgress = Progress(84.7, "OEE 84.7%")
+oeeText = TextContent("Availability 91.8% • Performance 94.2% • Quality 97.9%", "small")
+outputCard = Card([outputHeading, outputProgress, outputText], "clear", "column", "xs")
+outputHeading = Heading("Today's production", "h3")
+outputProgress = Progress(76.4, "9,550 of 12,500 units")
+outputText = TextContent("2,950 units remaining • Forecast: 12,680", "small")
+energyCard = Card([energyHeading, energyProgress, energyText], "clear", "column", "xs")
+energyHeading = Heading("Energy use today", "h3")
+energyProgress = Progress(68, "18.4 of 27.0 MWh budget")
+energyText = TextContent("1.93 kWh per unit • 4.2% below baseline", "small")
+safetyCard = Card([safetyHeading, safetyBadge, safetyText], "clear", "column", "xs")
+safetyHeading = Heading("Safety", "h3")
+safetyBadge = Badge("126 days incident-free", "secondary")
+safetyText = TextContent("2 recordable incidents this year • Last incident: 14 April", "small")
+productionOverview = CardHeader("Production lines", "Current rate, plan attainment, and operating status")
+lineFocusForm = Form("line-focus", lineFocusButtons, [lineFocusField])
+lineFocusField = FormControl("Focus on one line", lineFocusSelect, "Select a line, then apply the filter")
+lineFocusSelect = Select("production_line", [allLines, lineA, lineB, lineC, lineD], "Choose line", null, "all", "medium")
+allLines = SelectItem("all", "All production lines")
+lineA = SelectItem("line-a", "Line A — Stamping")
+lineB = SelectItem("line-b", "Line B — Molding")
+lineC = SelectItem("line-c", "Line C — Assembly")
+lineD = SelectItem("line-d", "Line D — Packaging")
+lineFocusButtons = Buttons([applyLineButton, resetLineButton])
+applyLineButton = Button("Apply focus", null, "primary")
+resetLineButton = Button("Show all lines", null, "tertiary")
+lineTable = Table([lineNameCol, lineRateCol, lineTargetRateCol, lineOutputCol, lineStatusCol])
+lineNameCol = Col("Production line", ["Line A — Stamping", "Line B — Molding", "Line C — Assembly", "Line D — Packaging"])
+lineRateCol = Col("Current rate", ["312 units/hr", "246 units/hr", "418 units/hr", "205 units/hr"])
+lineTargetRateCol = Col("Target rate", ["300 units/hr", "270 units/hr", "400 units/hr", "220 units/hr"])
+lineOutputCol = Col("Shift output", [2380, 1910, 3260, 2000], "number")
+lineStatusCol = Col("Status", ["Running", "Starved — resin", "Running", "Minor stop"])
+andonSection = Card([andonHeader, andonCritical, andonWarning, andonInfo], "sunk", "column", "s")
+andonHeader = CardHeader("Live andon alerts", "3 active alerts • Updated moments ago")
+andonCritical = Alert("Line B • Material shortage", "Resin hopper B-04 is below 12%. Replenishment requested; estimated arrival in 18 minutes.", "destructive")
+andonWarning = Alert("Line D • Repeated minor stops", "Cartoner D-12 has stopped four times in 30 minutes due to carton-feed misalignment.", "warning")
+andonInfo = Alert("Line A • Changeover approaching", "Die change is scheduled at 14:30. Tooling and setup crew are confirmed.", "info")
+defectSection = Card([defectHeader, defectChart, defectNote], "card", "column", "s")
+defectHeader = CardHeader("Defect rate — past month", "Daily rejected units as a percentage of production")
+defectChart = LineChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [2.8, 2.5, 2.7, 2.3, 2.1, 2.4, 2.0, 1.9, 2.2, 1.8, 1.7, 2.1, 1.9, 1.6, 1.8])
+defectNote = TextContent("Current rolling average: 2.06% • Goal: below 2.00%", "small")
+downtimeSection = Card([downtimeHeader, downtimeChart, downtimeText], "card", "column", "s")
+downtimeHeader = CardHeader("Downtime by cause", "Today's 142 minutes of recorded downtime")
+downtimeChart = PieChart(["Mechanical", "Material shortage", "Changeover", "Quality checks", "Electrical", "Other"], [42, 31, 27, 19, 14, 9], "donut", "circular")
+downtimeText = TextContent("Largest cause: mechanical, accounting for 29.6% of downtime.", "small")
+shiftSection = Card([shiftHeader, shiftChart, shiftTable], "card", "column", "s")
+shiftHeader = CardHeader("Shift output comparison", "Completed units versus plan")
+shiftChart = BarChart(["Night", "Day", "Evening forecast"], [shiftActualSeries, shiftPlanSeries], "grouped", "Shift", "Units")
+shiftActualSeries = Series("Actual / forecast", [11680, 9550, 12120])
+shiftPlanSeries = Series("Plan", [12000, 12500, 12000])
+shiftTable = Table([shiftNameCol, shiftActualCol, shiftPlanCol, shiftVarianceCol])
+shiftNameCol = Col("Shift", ["Night", "Day — in progress", "Evening — forecast"])
+shiftActualCol = Col("Output", [11680, 9550, 12120], "number")
+shiftPlanCol = Col("Plan", [12000, 12500, 12000], "number")
+shiftVarianceCol = Col("Variance", ["-320", "-2,950 remaining", "+120 forecast"])
+maintenanceSection = Card([maintenanceHeader, maintenanceTable], "card", "column", "s")
+maintenanceHeader = CardHeader("Machines due for maintenance", "Due now or within the next seven days")
+maintenanceTable = Table([machineCol, maintenanceTaskCol, maintenanceDueCol, maintenanceStateCol])
+machineCol = Col("Machine", ["Press A-03", "Molder B-07", "Robot C-11", "Cartoner D-12"])
+maintenanceTaskCol = Col("Maintenance", ["Hydraulic inspection", "Screw and barrel service", "Axis calibration", "Feed-belt replacement"])
+maintenanceDueCol = Col("Due", ["Today", "20 Aug", "22 Aug", "24 Aug"])
+maintenanceStateCol = Col("Status", ["Overdue by 6 hours", "Planned", "Not scheduled", "Not scheduled"])
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [maintenanceMachineField, maintenanceDateField])
+maintenanceMachineField = FormControl("Machine", maintenanceMachineSelect)
+maintenanceMachineSelect = Select("machine", [machineA03, machineB07, machineC11, machineD12], "Select machine")
+machineA03 = SelectItem("press-a03", "Press A-03")
+machineB07 = SelectItem("molder-b07", "Molder B-07")
+machineC11 = SelectItem("robot-c11", "Robot C-11")
+machineD12 = SelectItem("cartoner-d12", "Cartoner D-12")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDatePicker, "Choose an available service date")
+maintenanceDatePicker = DatePicker("maintenance_date", "single")
+maintenanceButtons = Buttons([scheduleButton, viewCalendarButton])
+scheduleButton = Button("Schedule maintenance", null, "primary")
+viewCalendarButton = Button("View maintenance calendar", null, "secondary")
+inventorySection = Card([inventoryHeader, inventoryTable, inventoryAlert], "card", "column", "s")
+inventoryHeader = CardHeader("Production material stock", "On-hand inventory and estimated coverage")
+inventoryTable = Table([materialCol, stockCol, coverageCol, reorderCol, stockStatusCol])
+materialCol = Col("Material", ["Steel", "Resin", "Packaging"])
+stockCol = Col("On hand", ["186 tonnes", "42 tonnes", "128,000 units"])
+coverageCol = Col("Coverage", ["4.6 days", "1.2 days", "3.8 days"])
+reorderCol = Col("Reorder point", ["120 tonnes", "50 tonnes", "90,000 units"])
+stockStatusCol = Col("Status", ["Healthy", "Below reorder point", "Healthy"])
+inventoryAlert = Alert("Resin stock requires attention", "Current stock is below the 50-tonne reorder point. A supplier delivery is due Wednesday.", "warning")
+deliverySection = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = CardHeader("Supplier deliveries due this week", "Inbound materials scheduled at receiving")
+deliveryTable = Table([supplierCol, deliveryMaterialCol, deliveryQtyCol, deliveryDateCol, deliveryStatusCol])
+supplierCol = Col("Supplier", ["Metro Steel", "PolyChem Industries", "PackRight", "Metro Steel"])
+deliveryMaterialCol = Col("Material", ["Steel coils", "Resin pellets", "Cartons and film", "Steel sheets"])
+deliveryQtyCol = Col("Quantity", ["80 tonnes", "36 tonnes", "48,000 units", "45 tonnes"])
+deliveryDateCol = Col("Due", ["Tue 18 Aug, 15:00", "Wed 19 Aug, 09:30", "Thu 20 Aug, 13:00", "Fri 21 Aug, 08:00"])
+deliveryStatusCol = Col("Status", ["In transit", "Confirmed", "Confirmed", "Awaiting dispatch"])
+safetySection = Card([safetyHeader, safetyMetrics, safetyYearChart], "card", "column", "s")
+safetyHeader = CardHeader("Safety performance", "Year-to-date incidents and incident-free days")
+safetyMetrics = Callout("success", "126 days since the last recordable incident", "2 recordable incidents this year, compared with 5 at this point last year.")
+safetyYearChart = BarChart(["2025 YTD", "2026 YTD"], [incidentSeries], "grouped", "Year", "Recordable incidents")
+incidentSeries = Series("Incidents", [5, 2])
+qualitySection = Card([qualityHeader, qualityTable, qualityAlert], "card", "column", "s")
+qualityHeader = CardHeader("Batches on quality hold", "Material blocked from release pending disposition")
+qualityTable = Table([batchCol, productCol, holdReasonCol, holdQtyCol, holdAgeCol])
+batchCol = Col("Batch", ["B-260818-04", "B-260817-11", "B-260816-07"])
+productCol = Col("Product", ["Housing X2", "Valve body V8", "Panel P14"])
+holdReasonCol = Col("Reason", ["Dimensional variance", "Surface contamination", "Weld integrity review"])
+holdQtyCol = Col("Quantity", [420, 180, 265], "number")
+holdAgeCol = Col("On hold", ["3 hours", "21 hours", "2 days"])
+qualityAlert = Alert("One aging quality hold", "Batch B-260816-07 has been on hold for two days and needs engineering disposition.", "warning")
+operationsSection = Card([operationsHeader, workOrderTable], "card", "column", "s")
+operationsHeader = CardHeader("Open work orders", "Active maintenance and facilities work")
+workOrderTable = Table([workOrderCol, workOrderAssetCol, workOrderSummaryCol, workOrderPriorityCol, workOrderOwnerCol])
+workOrderCol = Col("Work order", ["WO-4821", "WO-4818", "WO-4809", "WO-4797", "WO-4788"])
+workOrderAssetCol = Col("Asset", ["Press A-03", "Cartoner D-12", "Molder B-07", "Compressor U-02", "Robot C-11"])
+workOrderSummaryCol = Col("Summary", ["Hydraulic pressure drift", "Carton-feed alignment", "Cooling leak inspection", "High vibration", "Guard interlock intermittent"])
+workOrderPriorityCol = Col("Priority", ["Critical", "High", "High", "Medium", "Low"])
+workOrderOwnerCol = Col("Owner", ["M. Chen", "S. Patel", "J. Rivera", "Facilities", "A. Brooks"])
+exportActions = Buttons([exportShiftButton, printShiftButton], "row")
+exportShiftButton = Button("Export shift report", null, "primary")
+printShiftButton = Button("Print shift summary", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..4b2808f59
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-plant__r4.txt
@@ -0,0 +1,95 @@
+root = Card([header, alerts, overview, productionSection, lineFocusForm, operationsSection, maintenanceSection, inventorySection, qualitySafetySection, workOrdersSection, actions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live operations • Tuesday, August 18, 2026 • Day shift")
+alerts = Card([alertsHeader, alertOne, alertTwo], "sunk", "column", "s")
+alertsHeader = Heading("Live Andon Alerts", "h2")
+alertOne = Alert("Line 3 stopped", "Filler 3B jam detected at 14:08. Maintenance response requested.", "destructive")
+alertTwo = Alert("Line 1 material warning", "Resin hopper is below 20%. Refill estimated within 25 minutes.", "warning")
+overview = Card([overviewHeader, oeeProgress, unitsProgress, energyProgress, safetyTable], "clear", "column", "m")
+overviewHeader = Heading("Plant Overview", "h2")
+oeeProgress = Progress(82.6, "Overall equipment effectiveness: 82.6%")
+unitsProgress = Progress(76.8, "Units produced: 18,420 / 24,000 target")
+energyProgress = Progress(68, "Energy use today: 42.8 MWh / 63 MWh forecast")
+safetyTable = Table([safetyMetric, safetyValue])
+safetyMetric = Col("Safety metric", ["Recordable incidents this year", "Days since last incident"])
+safetyValue = Col("Value", [2, 47], "number")
+productionSection = Card([productionHeader, lineTable, shiftChart, defectChart], "clear", "column", "m")
+productionHeader = Heading("Production Performance", "h2")
+lineTable = Table([lineName, lineRate, lineStatus])
+lineName = Col("Production line", ["Line 1", "Line 2", "Line 3", "Line 4"])
+lineRate = Col("Current rate", ["118 units/min", "96 units/min", "0 units/min", "104 units/min"])
+lineStatus = Col("Status", ["Running", "Changeover", "Stopped — jam", "Running"])
+shiftChart = BarChart(["Day", "Evening", "Night"], [shiftActual, shiftTarget], "grouped", "Shift", "Units")
+shiftActual = Series("Actual output", [18420, 17180, 16340])
+shiftTarget = Series("Target output", [24000, 22000, 21000])
+defectChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [2.1, 1.9, 2.4, 2.2, 1.8, 1.7, 2.0, 1.6, 1.5, 1.8, 1.4])
+lineFocusForm = Form("line-focus", lineFocusButtons, [lineFocusField])
+lineFocusField = FormControl("Focus on one production line", lineFocusSelect, "Apply to filter the console to the selected line")
+lineFocusSelect = Select("line", [focusAll, focusOne, focusTwo, focusThree, focusFour], "Select a line")
+focusAll = SelectItem("all", "All lines")
+focusOne = SelectItem("line-1", "Line 1")
+focusTwo = SelectItem("line-2", "Line 2")
+focusThree = SelectItem("line-3", "Line 3")
+focusFour = SelectItem("line-4", "Line 4")
+lineFocusButtons = Buttons([applyFocusButton])
+applyFocusButton = Button("Apply line focus", null, "primary")
+operationsSection = Card([operationsHeader, downtimeChart, energyTable], "clear", "column", "m")
+operationsHeader = Heading("Downtime & Energy", "h2")
+downtimeChart = PieChart(["Mechanical failure", "Changeover", "Material shortage", "Quality checks", "Operator delay"], [34, 27, 18, 13, 8], "donut", "circular")
+energyTable = Table([energyMetric, energyReading])
+energyMetric = Col("Energy today", ["Consumption", "Forecast", "Peak demand", "Energy per 1,000 units"])
+energyReading = Col("Reading", ["42.8 MWh", "63.0 MWh", "4.9 MW", "2.32 MWh"])
+maintenanceSection = Card([maintenanceHeader, maintenanceTable, maintenanceForm], "clear", "column", "m")
+maintenanceHeader = Heading("Maintenance", "h2")
+maintenanceTable = Table([machineDue, maintenanceType, maintenanceDate, maintenanceCondition])
+machineDue = Col("Machine", ["Press P-04", "Filler 3B", "Robot R-12", "Compressor C-02"])
+maintenanceType = Col("Service due", ["Hydraulic inspection", "Conveyor overhaul", "Axis calibration", "Oil and filter"])
+maintenanceDate = Col("Due date", ["Aug 19", "Aug 20", "Aug 21", "Aug 22"])
+maintenanceCondition = Col("Condition", ["Due tomorrow", "High vibration", "Runtime threshold", "Routine"])
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [machineField, maintenanceDateField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [machinePress, machineFiller, machineRobot, machineCompressor], "Choose a machine")
+machinePress = SelectItem("press-p04", "Press P-04")
+machineFiller = SelectItem("filler-3b", "Filler 3B")
+machineRobot = SelectItem("robot-r12", "Robot R-12")
+machineCompressor = SelectItem("compressor-c02", "Compressor C-02")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDatePicker, "Select an available service date")
+maintenanceDatePicker = DatePicker("maintenance_date", "single")
+maintenanceButtons = Buttons([scheduleButton, clearButton])
+scheduleButton = Button("Schedule maintenance", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+inventorySection = Card([inventoryHeader, stockTable, deliveriesTable], "clear", "column", "m")
+inventoryHeader = Heading("Materials & Inbound Supply", "h2")
+stockTable = Table([materialName, stockLevel, stockCoverage, stockState])
+materialName = Col("Material", ["Steel", "Resin", "Packaging"])
+stockLevel = Col("On hand", ["186 tonnes", "42 tonnes", "318,000 units"])
+stockCoverage = Col("Coverage", ["5.8 days", "2.1 days", "7.4 days"])
+stockState = Col("Status", ["Healthy", "Reorder soon", "Healthy"])
+deliveriesTable = Table([supplierName, deliveryMaterial, deliveryEta, deliveryQuantity, deliveryStatus])
+supplierName = Col("Supplier", ["Northstar Steel", "PolyChem Industries", "PackRight"])
+deliveryMaterial = Col("Delivery", ["Steel coils", "Resin pellets", "Cartons and labels"])
+deliveryEta = Col("Due", ["Wed Aug 19, 09:00", "Thu Aug 20, 13:30", "Fri Aug 21, 08:00"])
+deliveryQuantity = Col("Quantity", ["80 tonnes", "24 tonnes", "120,000 units"])
+deliveryStatus = Col("Status", ["Confirmed", "In transit", "Confirmed"])
+qualitySafetySection = Card([qualityHeader, holdTable, qualityCallout], "clear", "column", "m")
+qualityHeader = Heading("Quality Holds", "h2")
+holdTable = Table([batchId, batchLine, batchProduct, batchReason, batchAge])
+batchId = Col("Batch", ["B-260818-17", "B-260817-42", "B-260816-09"])
+batchLine = Col("Line", ["Line 2", "Line 4", "Line 1"])
+batchProduct = Col("Product", ["Housing A7", "Seal Kit K2", "Panel P9"])
+batchReason = Col("Hold reason", ["Dimensional variance", "Label verification", "Surface finish"])
+batchAge = Col("On hold", ["2h 14m", "19h", "1d 8h"])
+qualityCallout = Callout("warning", "3 batches on quality hold", "Estimated affected quantity: 1,860 units. QA review is in progress.")
+workOrdersSection = Card([workOrdersHeader, workOrdersTable], "clear", "column", "m")
+workOrdersHeader = Heading("Open Work Orders", "h2")
+workOrdersTable = Table([workOrderId, workOrderAsset, workOrderSummary, workOrderPriority, workOrderOwner])
+workOrderId = Col("Work order", ["WO-4821", "WO-4817", "WO-4809", "WO-4798"])
+workOrderAsset = Col("Asset", ["Filler 3B", "Press P-04", "Line 1 hopper", "Robot R-12"])
+workOrderSummary = Col("Task", ["Clear jam and inspect drive", "Investigate hydraulic leak", "Replace low-level sensor", "Calibrate axis 4"])
+workOrderPriority = Col("Priority", ["Critical", "High", "Medium", "Low"])
+workOrderOwner = Col("Owner", ["Maintenance A", "Hydraulics", "Electrical", "Automation"])
+actions = Card([actionsHeader, reportButtons], "sunk", "column", "s")
+actionsHeader = Heading("Shift Reporting", "h2")
+reportButtons = Buttons([exportButton, handoverButton])
+exportButton = Button("Export shift report", null, "primary")
+handoverButton = Button("Prepare shift handover", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..fe7c0ec07
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r1.txt
@@ -0,0 +1,129 @@
+root = Card([header, liveRow, audienceSection, contentRow, qualityRow, discoveryRow, businessRow, operationsRow, releaseRow], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live service health, audience behavior, content performance, and commercial controls")
+liveRow = Card([viewersCard, bufferingCard, recClicksCard, noPlayCard], "clear", "row", "m", "stretch", "between", true)
+viewersCard = Card([viewersLabel, viewersValue, viewersStatus], "card", "column", "xs")
+viewersLabel = TextContent("VIEWERS WATCHING NOW", "small-heavy")
+viewersValue = TextContent("2,847,316", "large-heavy")
+viewersStatus = Badge("▲ 6.8% vs. last hour", "secondary")
+bufferingCard = Card([bufferingLabel, bufferingValue, bufferingStatus], "card", "column", "xs")
+bufferingLabel = TextContent("BUFFERING RATE", "small-heavy")
+bufferingValue = TextContent("0.82%", "large-heavy")
+bufferingStatus = Badge("Within 1.0% target", "secondary")
+recClicksCard = Card([recClicksLabel, recClicksValue, recClicksStatus], "card", "column", "xs")
+recClicksLabel = TextContent("RECOMMENDATION CTR", "small-heavy")
+recClicksValue = TextContent("18.7%", "large-heavy")
+recClicksStatus = Badge("▲ 1.4 pts this month", "secondary")
+noPlayCard = Card([noPlayLabel, noPlayValue, noPlayStatus], "card", "column", "xs")
+noPlayLabel = TextContent("SEARCHES WITHOUT PLAYBACK", "small-heavy")
+noPlayValue = TextContent("7.3%", "large-heavy")
+noPlayStatus = Badge("▼ 0.6 pts this month", "secondary")
+audienceSection = Card([audienceHeader, watchTimeChart, subscriberChart], "card", "column", "m")
+audienceHeader = CardHeader("Audience Trends", "Past 30 days")
+watchTimeChart = LineChart(dayLabels, [watchSeries], "natural", "Day", "Watch hours (M)")
+watchSeries = Series("Watch time", [41.2,42.1,41.8,43.4,44.7,46.1,47.3,45.8,44.9,46.5,48.2,49.1,50.4,51.2,49.8,50.7,52.3,53.8,54.1,52.9,54.7,55.6,56.4,57.8,58.2,57.1,59.4,60.3,61.7,62.5])
+dayLabels = ["Jul 20","21","22","23","24","25","26","27","28","29","30","31","Aug 1","2","3","4","5","6","7","8","9","10","11","12","13","14","15","16","17","18"]
+subscriberChart = BarChart(weekLabels, [newSubscriberSeries, cancellationSeries], "grouped", "Week", "Accounts")
+newSubscriberSeries = Series("New subscribers", [184000,196000,211000,224000])
+cancellationSeries = Series("Cancellations", [71000,68000,74000,69000])
+weekLabels = ["Jul 20–26","Jul 27–Aug 2","Aug 3–9","Aug 10–16"]
+contentRow = Card([topTitlesCard, genreCard], "clear", "row", "l", "stretch", "between", true)
+topTitlesCard = Card([topTitlesHeader, topTitlesChart], "card", "column", "m")
+topTitlesHeader = CardHeader("Most-Watched Titles", "Hours watched this month")
+topTitlesChart = HorizontalBarChart(titleLabels, [titleHoursSeries], "grouped", "Hours watched (M)", "Title")
+titleHoursSeries = Series("Hours", [48.6,41.2,35.9,31.5,27.8])
+titleLabels = ["The Last Horizon","Glass City","Harbor Unit","Wild Atlas","Kitchen Rivals"]
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by Genre", "Watch hours and completion rate")
+genreChart = BarChart(genreLabels, [genreHoursSeries, genreCompletionSeries], "grouped", "Genre", "Indexed performance")
+genreHoursSeries = Series("Watch hours index", [100,84,72,65,58,46])
+genreCompletionSeries = Series("Completion rate", [78,71,83,69,74,62])
+genreLabels = ["Drama","Comedy","Documentary","Action","Reality","Kids"]
+qualityRow = Card([deliveryCard, regionFocusCard], "clear", "row", "l", "stretch", "between", true)
+deliveryCard = Card([deliveryHeader, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery Health by Region", "Current CDN and playback signals")
+deliveryTable = Table([regionCol, healthCol, startupCol, errorCol])
+regionCol = Col("Region", ["North America","Europe","Asia Pacific","Latin America","Middle East & Africa"])
+healthCol = Col("Health", ["Healthy","Healthy","Degraded","Healthy","Monitoring"])
+startupCol = Col("Startup time", ["1.2s","1.3s","2.1s","1.6s","1.9s"])
+errorCol = Col("Playback errors", ["0.18%","0.21%","0.61%","0.29%","0.43%"])
+regionFocusCard = Card([regionFocusHeader, regionForm], "card", "column", "m")
+regionFocusHeader = CardHeader("Region Focus", "Filter the operations view to one market")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Applies a regional focus to the dashboard")
+regionSelect = Select("region", [regionGlobal, regionNA, regionEU, regionAPAC, regionLATAM, regionMEA], "Select a region", null, "global")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionEU = SelectItem("europe", "Europe")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionLATAM = SelectItem("latin-america", "Latin America")
+regionMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([applyRegion, resetRegion])
+applyRegion = Button("Apply focus", null, "primary")
+resetRegion = Button("Reset", null, "tertiary")
+discoveryRow = Card([recommendationCard, searchCard], "clear", "row", "l", "stretch", "between", true)
+recommendationCard = Card([recommendationHeader, recommendationChart], "card", "column", "m")
+recommendationHeader = CardHeader("Recommendation Click Frequency", "Click-through rate by placement")
+recommendationChart = HorizontalBarChart(recPlacementLabels, [recPlacementSeries], "grouped", "CTR (%)", "Placement")
+recPlacementSeries = Series("CTR", [24.8,19.6,17.2,13.9,11.4])
+recPlacementLabels = ["Continue Watching","Because You Watched","Top Picks","Trending Now","New Releases"]
+searchCard = Card([searchHeader, searchChart], "card", "column", "m")
+searchHeader = CardHeader("Searches Ending Without Playback", "Highest-volume unsuccessful queries")
+searchChart = HorizontalBarChart(searchLabels, [searchSeries], "grouped", "No-play searches", "Query")
+searchSeries = Series("Searches", [18400,15300,12700,9600,8100])
+searchLabels = ["Champions League","Moonfall 2","City Hospital","Anime dubbed","Classic westerns"]
+businessRow = Card([revenueCard, deviceCard], "clear", "row", "l", "stretch", "between", true)
+revenueCard = Card([revenueHeader, revenueChart], "card", "column", "m")
+revenueHeader = CardHeader("Revenue Split by Plan", "Monthly recurring revenue")
+revenueChart = PieChart(planLabels, planValues, "donut", "circular")
+planLabels = ["Premium","Standard","Ad-supported","Mobile"]
+planValues = [46,31,17,6]
+deviceCard = Card([deviceHeader, deviceChart], "card", "column", "m")
+deviceHeader = CardHeader("Viewing Split by Device", "Share of watch hours")
+deviceChart = PieChart(deviceLabels, deviceValues, "donut", "circular")
+deviceLabels = ["Connected TV","Mobile","Web","Tablet","Game console"]
+deviceValues = [49,24,14,8,5]
+operationsRow = Card([flagsCard, promotionCard], "clear", "row", "l", "stretch", "between", true)
+flagsCard = Card([flagsHeader, flagsTable], "card", "column", "m")
+flagsHeader = CardHeader("Feature Flags", "Production rollout state")
+flagsTable = Table([flagNameCol, flagStateCol, flagRolloutCol, flagScopeCol])
+flagNameCol = Col("Flag", ["smart-downloads-v2","live-sports-low-latency","ai-search","home-hero-autoplay","kids-profile-refresh"])
+flagStateCol = Col("State", ["On","On","Off","On","Off"])
+flagRolloutCol = Col("Rollout", ["100%","35%","0%","80%","0%"])
+flagScopeCol = Col("Scope", ["Global","North America","Internal only","Global","Europe"])
+promotionCard = Card([promotionHeader, promotionForm], "card", "column", "m")
+promotionHeader = CardHeader("Promote a Title", "Schedule a home-screen placement")
+promotionForm = Form("home-promotion", promotionButtons, [titleField, placementField, marketField, promotionDatesField])
+titleField = FormControl("Title", titleInput)
+titleInput = Input("title", "Search title or enter content ID")
+placementField = FormControl("Placement", placementSelect)
+placementSelect = Select("placement", [heroPlacement, topTenPlacement, trendingPlacement], "Choose placement")
+heroPlacement = SelectItem("hero", "Home hero")
+topTenPlacement = SelectItem("top-ten", "Top 10 row")
+trendingPlacement = SelectItem("trending", "Trending row")
+marketField = FormControl("Market", marketSelect)
+marketSelect = Select("market", [marketGlobal, marketNA, marketEU, marketAPAC], "Choose market")
+marketGlobal = SelectItem("global", "Global")
+marketNA = SelectItem("north-america", "North America")
+marketEU = SelectItem("europe", "Europe")
+marketAPAC = SelectItem("asia-pacific", "Asia Pacific")
+promotionDatesField = FormControl("Campaign dates", promotionDates)
+promotionDates = DatePicker("promotion_dates", "range")
+promotionButtons = Buttons([schedulePromotion, previewPromotion])
+schedulePromotion = Button("Schedule promotion", null, "primary")
+previewPromotion = Button("Preview", null, "secondary")
+releaseRow = Card([releasesCard, licensesCard], "clear", "row", "l", "stretch", "between", true)
+releasesCard = Card([releasesHeader, releasesTable], "card", "column", "m")
+releasesHeader = CardHeader("Releases Coming This Month", "August launch calendar")
+releasesTable = Table([releaseDateCol, releaseTitleCol, releaseTypeCol, releaseMarketsCol])
+releaseDateCol = Col("Date", ["Aug 20","Aug 22","Aug 25","Aug 28","Aug 30"])
+releaseTitleCol = Col("Title", ["Orbit Nine","The Long Weekend","Tiny Giants","Harbor Unit: Season 3","Final Serve"])
+releaseTypeCol = Col("Type", ["Film","Limited series","Documentary","Series","Sports documentary"])
+releaseMarketsCol = Col("Markets", ["Global","Global","US, CA, UK","Global","Europe, LATAM"])
+licensesCard = Card([licensesHeader, licenseAlert, licensesTable], "card", "column", "m")
+licensesHeader = CardHeader("Licenses Expiring Soon", "Rights ending within 30 days")
+licenseAlert = Alert("12 titles require action", "Three high-viewership licenses expire within the next 14 days.", "warning")
+licensesTable = Table([licenseTitleCol, licenseExpiryCol, licenseMarketsCol, licenseRiskCol])
+licenseTitleCol = Col("Title", ["Northern Lights","Metro Detectives","World of Flight","Laugh Track"])
+licenseExpiryCol = Col("Expires", ["Aug 24","Aug 29","Sep 3","Sep 12"])
+licenseMarketsCol = Col("Markets", ["US, CA","Europe","Global","LATAM"])
+licenseRiskCol = Col("Risk", ["High","High","Medium","Low"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..14aebfc72
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r2.txt
@@ -0,0 +1,114 @@
+root = Card([header, liveRow, engagementRow, audienceRow, operationsRow, contentRow, controlsRow], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live platform health, audience activity, content, and commercial performance")
+liveRow = Card([liveViewers, buffering, regionFocus], "clear", "row", "m", "stretch", "start", true)
+liveViewers = Card([liveViewersHeader, liveViewersValue, liveViewersProgress], "card", "column", "s")
+liveViewersHeader = CardHeader("Watching right now", "Concurrent viewers")
+liveViewersValue = TextContent("2,847,193", "large-heavy")
+liveViewersProgress = Progress(81, "81% of forecast peak capacity")
+buffering = Card([bufferingHeader, bufferingValue, bufferingAlert], "card", "column", "s")
+bufferingHeader = CardHeader("Buffering rate", "Playback sessions, last 15 minutes")
+bufferingValue = TextContent("1.28%", "large-heavy")
+bufferingAlert = Alert("Within target", "Down 0.16 percentage points from the prior hour.", "success")
+regionFocus = Card([regionFocusHeader, regionForm], "card", "column", "s")
+regionFocusHeader = CardHeader("Region focus", "Filter the operations view")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect)
+regionSelect = Select("region", [regionGlobal, regionNA, regionLATAM, regionEU, regionAPAC], "Choose a region", null, "global")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionLATAM = SelectItem("latin-america", "Latin America")
+regionEU = SelectItem("europe", "Europe")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply focus", null, "primary")
+engagementRow = Card([topTitlesCard, watchTimeCard], "clear", "row", "m", "stretch", "start", true)
+topTitlesCard = Card([topTitlesHeader, topTitlesChart], "card", "column", "s")
+topTitlesHeader = CardHeader("Most-watched titles", "Viewing hours today")
+topTitlesChart = HorizontalBarChart(["Harbor Lights", "Kingdom of Dust", "Orbit 9", "Second Chances", "Wild Earth"], [topTitlesSeries], "grouped", "Hours watched", "Title")
+topTitlesSeries = Series("Hours", [184200, 161800, 143600, 118900, 97200])
+watchTimeCard = Card([watchTimeHeader, watchTimeChart], "card", "column", "s")
+watchTimeHeader = CardHeader("Watch time over the past month", "Daily viewing hours, millions")
+watchTimeChart = AreaChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [watchTimeSeries], "natural", "Date", "Million hours")
+watchTimeSeries = Series("Watch time", [5.8, 6.1, 6.4, 6.0, 6.7, 7.2, 6.9, 7.5, 7.1, 7.8, 7.4])
+audienceRow = Card([subscriberCard, recommendationsCard, searchCard], "clear", "row", "m", "stretch", "start", true)
+subscriberCard = Card([subscriberHeader, subscriberChart], "card", "column", "s")
+subscriberHeader = CardHeader("Subscribers vs cancellations", "Past four weeks")
+subscriberChart = BarChart(["Jul 21", "Jul 28", "Aug 4", "Aug 11"], [newSubscriberSeries, cancellationSeries], "grouped", "Week", "Accounts")
+newSubscriberSeries = Series("New subscribers", [84200, 91300, 88700, 96400])
+cancellationSeries = Series("Cancellations", [31800, 34600, 32900, 35100])
+recommendationsCard = Card([recommendationsHeader, recommendationsValue, recommendationsProgress], "card", "column", "s")
+recommendationsHeader = CardHeader("Recommendation click rate", "Home and title-detail impressions")
+recommendationsValue = TextContent("14.7%", "large-heavy")
+recommendationsProgress = Progress(74, "74% toward the 20% monthly target")
+searchCard = Card([searchHeader, searchValue, searchDetail], "card", "column", "s")
+searchHeader = CardHeader("Searches without playback", "Past 24 hours")
+searchValue = TextContent("186,420", "large-heavy")
+searchDetail = TextCallout("warning", "8.3% of searches", "Top unmet queries: The Last Frontier, live football, and City Hospital.")
+operationsRow = Card([genreCard, deliveryCard], "clear", "row", "m", "stretch", "start", true)
+genreCard = Card([genreHeader, genreChart], "card", "column", "s")
+genreHeader = CardHeader("Performance by genre", "Completion rate and satisfaction index")
+genreChart = RadarChart(["Completion", "Repeat viewing", "Likes", "Discovery clicks", "Retention"], [dramaSeries, comedySeries, documentarySeries])
+dramaSeries = Series("Drama", [82, 74, 88, 79, 85])
+comedySeries = Series("Comedy", [76, 81, 84, 86, 78])
+documentarySeries = Series("Documentary", [88, 62, 91, 68, 83])
+deliveryCard = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = CardHeader("Delivery health by region", "CDN and playback telemetry")
+deliveryTable = Table([deliveryRegion, deliveryStatus, deliveryStartup, deliveryBuffering, deliveryErrors])
+deliveryRegion = Col("Region", ["North America", "Latin America", "Europe", "Asia Pacific"])
+deliveryStatus = Col("Health", ["Healthy", "Degraded", "Healthy", "Monitoring"])
+deliveryStartup = Col("Startup", ["1.2s", "2.4s", "1.4s", "1.9s"])
+deliveryBuffering = Col("Buffering", ["0.9%", "2.6%", "1.1%", "1.7%"])
+deliveryErrors = Col("Playback errors", ["0.18%", "0.72%", "0.21%", "0.39%"])
+contentRow = Card([releaseCard, licenseCard, revenueCard, deviceCard], "clear", "row", "m", "stretch", "start", true)
+releaseCard = Card([releaseHeader, releaseList], "card", "column", "s")
+releaseHeader = CardHeader("Releases coming this month", "Upcoming global premieres")
+releaseList = ListBlock([releaseOne, releaseTwo, releaseThree], "number")
+releaseOne = ListItem("Glass Horizon", "Aug 21 · Original series · 8 episodes")
+releaseTwo = ListItem("Deep Current", "Aug 25 · Documentary feature")
+releaseThree = ListItem("Weekend Detectives", "Aug 29 · Comedy special")
+licenseCard = Card([licenseHeader, licenseList], "card", "column", "s")
+licenseHeader = CardHeader("Licenses expiring soon", "Action required within 30 days")
+licenseList = ListBlock([licenseOne, licenseTwo, licenseThree], "number")
+licenseOne = ListItem("Northern Roads", "Expires Aug 23 · 14 territories", null, "Review")
+licenseTwo = ListItem("The Quiet Hour", "Expires Sep 2 · Global", null, "Renew")
+licenseThree = ListItem("Metro Stories", "Expires Sep 14 · Europe", null, "Review")
+revenueCard = Card([revenueHeader, revenueChart], "card", "column", "s")
+revenueHeader = CardHeader("Revenue split by plan", "Monthly recurring revenue")
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Mobile"], [46, 31, 17, 6], "donut", "circular")
+deviceCard = Card([deviceHeader, deviceChart], "card", "column", "s")
+deviceHeader = CardHeader("Viewing split by device", "Share of viewing hours")
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Console"], [52, 23, 13, 7, 5], "donut", "circular")
+controlsRow = Card([flagsCard, promotionCard], "clear", "row", "m", "stretch", "start", true)
+flagsCard = Card([flagsHeader, flagsTable, flagsDrawer], "card", "column", "s")
+flagsHeader = CardHeader("Feature flags", "Current production state")
+flagsTable = Table([flagName, flagState, flagRollout, flagOwner])
+flagName = Col("Flag", ["new_home_ranker", "low_latency_live", "smart_downloads_v2", "kids_profile_refresh"])
+flagState = Col("State", ["Enabled", "Enabled", "Disabled", "Testing"])
+flagRollout = Col("Rollout", ["100%", "35%", "0%", "10%"])
+flagOwner = Col("Owner", ["Discovery", "Live Platform", "Playback", "Profiles"])
+flagsDrawer = DrawerBlock("Manage feature flags", "Feature flag controls", "Review state and rollout before changing production behavior.", [flagsWarning])
+flagsWarning = Alert("Production controls", "Changes affect active viewer sessions and should follow the release approval process.", "warning")
+promotionCard = Card([promotionHeader, promotionForm], "card", "column", "s")
+promotionHeader = CardHeader("Promote a title", "Schedule a home-screen placement")
+promotionForm = Form("home-promotion", promotionButtons, [promotionTitleField, promotionRegionField, promotionSlotField, promotionDatesField, promotionMessageField])
+promotionTitleField = FormControl("Title", promotionTitleInput)
+promotionTitleInput = Input("title", "Search title or enter content ID")
+promotionRegionField = FormControl("Target region", promotionRegionSelect)
+promotionRegionSelect = Select("target_region", [promoGlobal, promoNA, promoLATAM, promoEU, promoAPAC], "Choose audience")
+promoGlobal = SelectItem("global", "Global")
+promoNA = SelectItem("north-america", "North America")
+promoLATAM = SelectItem("latin-america", "Latin America")
+promoEU = SelectItem("europe", "Europe")
+promoAPAC = SelectItem("asia-pacific", "Asia Pacific")
+promotionSlotField = FormControl("Home-screen slot", promotionSlotSelect)
+promotionSlotSelect = Select("slot", [slotHero, slotTrending, slotBecause], "Choose placement")
+slotHero = SelectItem("hero", "Hero banner")
+slotTrending = SelectItem("trending", "Trending now")
+slotBecause = SelectItem("recommended", "Recommended rail")
+promotionDatesField = FormControl("Promotion dates", promotionDates)
+promotionDates = DatePicker("promotion_dates", "range")
+promotionMessageField = FormControl("Campaign note", promotionMessage)
+promotionMessage = TextArea("campaign_note", "Add audience or merchandising context", 3)
+promotionButtons = Buttons([previewPromotion, schedulePromotion])
+previewPromotion = Button("Preview", null, "secondary")
+schedulePromotion = Button("Schedule promotion", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..5fad8dad2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r3.txt
@@ -0,0 +1,141 @@
+root = Card([header, liveRow, audienceRow, engagementRow, operationsRow, contentRow, controlsRow], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live audience, content, delivery, growth, and revenue • Updated 18 Aug 2026, 14:32 UTC")
+liveRow = Card([liveViewers, buffering, recommendationCtr, noPlaybackSearches], "clear", "row", "m", "stretch", "between", true)
+liveViewers = Card([liveViewersLabel, liveViewersValue, liveViewersStatus], "card", "column", "xs")
+liveViewersLabel = TextContent("VIEWERS WATCHING NOW", "small-heavy")
+liveViewersValue = TextContent("2,847,391", "large-heavy")
+liveViewersStatus = Badge("▲ 8.4% vs last Tuesday", "secondary")
+buffering = Card([bufferingLabel, bufferingValue, bufferingProgress, bufferingStatus], "card", "column", "xs")
+bufferingLabel = TextContent("BUFFERING RATE", "small-heavy")
+bufferingValue = TextContent("0.74%", "large-heavy")
+bufferingProgress = Progress(74, "74% of 1.0% alert threshold")
+bufferingStatus = Badge("Within target", "secondary")
+recommendationCtr = Card([recommendationLabel, recommendationValue, recommendationDetail], "card", "column", "xs")
+recommendationLabel = TextContent("RECOMMENDATION CLICK RATE", "small-heavy")
+recommendationValue = TextContent("18.6%", "large-heavy")
+recommendationDetail = TextContent("4.9M clicks from 26.3M impressions", "small")
+noPlaybackSearches = Card([searchLabel, searchValue, searchDetail], "card", "column", "xs")
+searchLabel = TextContent("SEARCHES WITHOUT PLAYBACK", "small-heavy")
+searchValue = TextContent("7.2%", "large-heavy")
+searchDetail = TextContent("184K sessions • down 0.6 points", "small")
+audienceRow = Card([watchTimeCard, subscriberCard], "clear", "row", "m", "stretch", "between", true)
+watchTimeCard = Card([watchTimeHeader, watchTimeChart], "card", "column", "m")
+watchTimeHeader = CardHeader("Watch time over the past month", "Daily hours watched • 20 Jul–18 Aug")
+watchTimeChart = AreaChart(watchTimeLabels, [watchTimeSeries], "natural", "Date", "Millions of hours")
+watchTimeLabels = ["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 18"]
+watchTimeSeries = Series("Watch time", [6.8, 7.1, 7.4, 8.2, 7.6, 7.3, 8.5, 9.1, 8.4, 8.8, 10.2, 9.6, 8.9, 9.4, 10.7])
+subscriberCard = Card([subscriberHeader, subscriberChart, subscriberNet], "card", "column", "m")
+subscriberHeader = CardHeader("Subscribers vs cancellations", "Weekly account movement • past month")
+subscriberChart = BarChart(subscriberLabels, [newSubscriberSeries, cancellationSeries], "grouped", "Week", "Accounts")
+subscriberLabels = ["Jul 20", "Jul 27", "Aug 3", "Aug 10"]
+newSubscriberSeries = Series("New subscribers", [184000, 197000, 213000, 226000])
+cancellationSeries = Series("Cancellations", [79000, 83000, 91000, 87000])
+subscriberNet = Callout("success", "Net growth: +480K", "New subscriptions exceeded cancellations in every week.")
+engagementRow = Card([titlesCard, genreCard], "clear", "row", "m", "stretch", "between", true)
+titlesCard = Card([titlesHeader, titlesTable], "card", "column", "m")
+titlesHeader = CardHeader("Most-watched titles", "Hours watched • past 7 days")
+titlesTable = Table([titleNameCol, titleHoursCol, titleChangeCol])
+titleNameCol = Col("Title", ["Shadow Protocol", "Coastal Hearts", "Orbit Nine", "The Last Kitchen", "Wild Earth: Andes"])
+titleHoursCol = Col("Hours", ["18.4M", "14.7M", "12.9M", "9.8M", "8.6M"])
+titleChangeCol = Col("7-day change", ["+12.4%", "+5.8%", "+21.1%", "-2.3%", "+8.7%"])
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by genre", "Hours watched and completion rate index • past 7 days")
+genreChart = BarChart(genreLabels, [genreHoursSeries, genreCompletionSeries], "grouped", "Genre", "Indexed performance")
+genreLabels = ["Drama", "Comedy", "Action", "Documentary", "Kids", "Reality"]
+genreHoursSeries = Series("Watch hours index", [96, 82, 91, 68, 76, 63])
+genreCompletionSeries = Series("Completion index", [88, 79, 84, 93, 86, 71])
+operationsRow = Card([deliveryCard, splitsCard], "clear", "row", "m", "stretch", "between", true)
+deliveryCard = Card([deliveryHeader, deliveryAlert, deliveryTable], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery health by region", "Playback starts, buffering, and CDN availability")
+deliveryAlert = Alert("Elevated buffering in South America", "Brazil South is above the 1.0% buffering threshold; traffic is shifting to the secondary CDN.", "warning")
+deliveryTable = Table([regionCol, activeViewersCol, bufferCol, availabilityCol, healthCol])
+regionCol = Col("Region", ["North America", "Europe", "Asia Pacific", "South America", "Middle East & Africa"])
+activeViewersCol = Col("Viewers", ["912K", "741K", "683K", "296K", "215K"])
+bufferCol = Col("Buffering", ["0.51%", "0.62%", "0.79%", "1.28%", "0.91%"])
+availabilityCol = Col("CDN availability", ["99.99%", "99.98%", "99.96%", "99.91%", "99.94%"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Watch"])
+splitsCard = Card([splitsHeader, splitTabs], "card", "column", "m")
+splitsHeader = CardHeader("Commercial and viewing mix", "Current month to date")
+splitTabs = Tabs([revenueTab, deviceTab])
+revenueTab = TabItem("revenue", "Revenue by plan", [revenueChart, revenueTable])
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Mobile"], [42, 31, 19, 8], "donut", "circular")
+revenueTable = Table([planCol, revenueShareCol])
+planCol = Col("Plan", ["Premium", "Standard", "Ad-supported", "Mobile"])
+revenueShareCol = Col("Revenue share", ["42%", "31%", "19%", "8%"])
+deviceTab = TabItem("device", "Viewing by device", [deviceChart, deviceTable])
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Game console"], [48, 24, 14, 8, 6], "donut", "circular")
+deviceTable = Table([deviceCol, viewingShareCol])
+deviceCol = Col("Device", ["Connected TV", "Mobile", "Web", "Tablet", "Game console"])
+viewingShareCol = Col("Viewing share", ["48%", "24%", "14%", "8%", "6%"])
+contentRow = Card([releaseCard, licenseCard], "clear", "row", "m", "stretch", "between", true)
+releaseCard = Card([releaseHeader, releaseList], "card", "column", "m")
+releaseHeader = CardHeader("Releases coming this month", "Scheduled premieres and catalog additions")
+releaseList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour], "number")
+releaseOne = ListItem("Neon Harbor — Season 2", "21 Aug • Global • 8 episodes")
+releaseTwo = ListItem("The Quiet Signal", "23 Aug • 42 markets • Original film")
+releaseThree = ListItem("Junior Inventors", "26 Aug • Global • Kids series")
+releaseFour = ListItem("Championship Stories", "29 Aug • North America & Europe • Documentary")
+licenseCard = Card([licenseHeader, licenseAlert, licenseTable], "card", "column", "m")
+licenseHeader = CardHeader("Licenses expiring soon", "Titles leaving within 30 days")
+licenseAlert = Alert("3 high-value licenses need action", "Renewal decisions are due within the next 10 days.", "warning")
+licenseTable = Table([licenseTitleCol, expiryCol, territoryCol, watchHoursCol])
+licenseTitleCol = Col("Title", ["City Detectives", "Galaxy Run", "Little Forest Friends", "Empire of Sand"])
+expiryCol = Col("Expires", ["24 Aug", "28 Aug", "2 Sep", "11 Sep"])
+territoryCol = Col("Territory", ["US & Canada", "Global", "Europe", "LATAM"])
+watchHoursCol = Col("30-day hours", ["3.2M", "2.8M", "1.9M", "1.4M"])
+controlsRow = Card([regionFocusCard, flagsCard, promotionCard], "clear", "row", "m", "stretch", "between", true)
+regionFocusCard = Card([regionFocusHeader, regionForm], "card", "column", "m")
+regionFocusHeader = CardHeader("Focus on one region", "Filter the operations room")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Applies to audience, delivery, content, and revenue views")
+regionSelect = Select("region", [regionGlobal, regionNA, regionEU, regionAPAC, regionSA, regionMEA], "Choose a region", [], "global", "medium")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionEU = SelectItem("europe", "Europe")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionSA = SelectItem("south-america", "South America")
+regionMEA = SelectItem("middle-east-africa", "Middle East & Africa")
+regionButtons = Buttons([applyRegionButton, resetRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+resetRegionButton = Button("Reset to global", null, "tertiary")
+flagsCard = Card([flagsHeader, flagsStatusTable, flagsDrawer], "card", "column", "m")
+flagsHeader = CardHeader("Feature flags", "Production state and rollout")
+flagsStatusTable = Table([flagNameCol, flagStateCol, rolloutCol])
+flagNameCol = Col("Flag", ["New home ranking", "AV1 playback", "Skip recap", "Live sports low latency", "Kids profile refresh"])
+flagStateCol = Col("State", ["On", "On", "Off", "On", "Off"])
+rolloutCol = Col("Rollout", ["50%", "100%", "0%", "25%", "0%"])
+flagsDrawer = DrawerBlock("Manage feature flags", "Feature flag controls", "Change production state for each feature.", [flagsForm])
+flagsForm = Form("feature-flags", flagsButtons, [flagField])
+flagField = FormControl("Production flags", flagChecks, "Selected flags are enabled")
+flagChecks = CheckBoxGroup("enabled_flags", [flagRanking, flagAv1, flagRecap, flagLatency, flagKids], [], ["home-ranking", "av1", "low-latency"])
+flagRanking = CheckBoxItem("New home ranking", "50% rollout", "home-ranking", true)
+flagAv1 = CheckBoxItem("AV1 playback", "100% rollout", "av1", true)
+flagRecap = CheckBoxItem("Skip recap", "Currently disabled", "skip-recap", false)
+flagLatency = CheckBoxItem("Live sports low latency", "25% rollout", "low-latency", true)
+flagKids = CheckBoxItem("Kids profile refresh", "Currently disabled", "kids-refresh", false)
+flagsButtons = Buttons([saveFlagsButton, cancelFlagsButton])
+saveFlagsButton = Button("Save flag states", null, "primary")
+cancelFlagsButton = Button("Cancel", null, "tertiary")
+promotionCard = Card([promotionHeader, promotionForm], "card", "column", "m")
+promotionHeader = CardHeader("Promote a title", "Schedule a home-screen placement")
+promotionForm = Form("home-promotion", promotionButtons, [promotionTitleField, promotionRegionField, promotionSlotField, promotionDatesField])
+promotionTitleField = FormControl("Title", promotionTitleInput)
+promotionTitleInput = Input("title", "Search title or enter content ID", "text")
+promotionRegionField = FormControl("Audience region", promotionRegionSelect)
+promotionRegionSelect = Select("promotion_region", [promoGlobal, promoNA, promoEU, promoAPAC, promoSA, promoMEA], "Choose audience")
+promoGlobal = SelectItem("global", "Global")
+promoNA = SelectItem("north-america", "North America")
+promoEU = SelectItem("europe", "Europe")
+promoAPAC = SelectItem("asia-pacific", "Asia Pacific")
+promoSA = SelectItem("south-america", "South America")
+promoMEA = SelectItem("middle-east-africa", "Middle East & Africa")
+promotionSlotField = FormControl("Home-screen placement", promotionSlotSelect)
+promotionSlotSelect = Select("placement", [heroSlot, trendingSlot, continueSlot], "Choose placement")
+heroSlot = SelectItem("hero", "Hero banner")
+trendingSlot = SelectItem("trending", "Trending row")
+continueSlot = SelectItem("recommended", "Recommended for you row")
+promotionDatesField = FormControl("Promotion window", promotionDates)
+promotionDates = DatePicker("promotion_window", "range")
+promotionButtons = Buttons([previewPromotionButton, publishPromotionButton])
+previewPromotionButton = Button("Preview", null, "secondary")
+publishPromotionButton = Button("Publish promotion", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..188f41ac2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-streaming__r4.txt
@@ -0,0 +1,123 @@
+root = Card([header, liveRow, audienceRow, contentRow, experienceRow, commercialRow, operationsRow, controlsRow], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live service, audience, content, delivery, and commercial health • Updated 18 Aug 2026, 14:32 UTC")
+liveRow = Card([liveViewersCard, bufferingCard, recommendationCard, searchCard], "clear", "row", "m", "stretch", "between", true)
+liveViewersCard = Card([liveViewersHeading, liveViewersValue, liveViewersStatus], "card", "column", "s")
+liveViewersHeading = Heading("Watching right now", "h3")
+liveViewersValue = TextContent("2,847,391", "large-heavy")
+liveViewersStatus = TextCallout("success", "Healthy concurrency", "Up 8.4% versus the same time last week")
+bufferingCard = Card([bufferingHeading, bufferingValue, bufferingProgress, bufferingStatus], "card", "column", "s")
+bufferingHeading = Heading("Buffering rate", "h3")
+bufferingValue = TextContent("0.82%", "large-heavy")
+bufferingProgress = Progress(82, "82% of 1.0% alert threshold")
+bufferingStatus = Badge("Within target", "secondary")
+recommendationCard = Card([recommendationHeading, recommendationValue, recommendationDetail], "card", "column", "s")
+recommendationHeading = Heading("Recommendation click rate", "h3")
+recommendationValue = TextContent("14.7%", "large-heavy")
+recommendationDetail = TextContent("Homepage impressions: 186.2M • +1.3 points month over month", "small")
+searchCard = Card([searchHeading, searchValue, searchDetail], "card", "column", "s")
+searchHeading = Heading("Searches without playback", "h3")
+searchValue = TextContent("6.1%", "large-heavy")
+searchDetail = TextContent("1.84M unsuccessful sessions • Down 0.6 points week over week", "small")
+audienceRow = Card([watchTimeCard, subscriberCard], "clear", "row", "m", "stretch", "between", true)
+watchTimeCard = Card([watchTimeHeader, watchTimeChart], "card", "column", "m")
+watchTimeHeader = CardHeader("Watch time over the past month", "Daily hours streamed")
+watchTimeChart = AreaChart(["Jul 20", "Jul 22", "Jul 24", "Jul 26", "Jul 28", "Jul 30", "Aug 1", "Aug 3", "Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17"], [watchTimeSeries], "natural", "Date", "Millions of hours")
+watchTimeSeries = Series("Watch time", [41.2, 42.8, 44.1, 48.7, 46.9, 45.8, 50.4, 53.1, 48.6, 47.9, 55.2, 52.8, 51.4, 57.6, 54.9])
+subscriberCard = Card([subscriberHeader, subscriberChart, subscriberNet], "card", "column", "m")
+subscriberHeader = CardHeader("Subscribers vs cancellations", "Weekly account movement over the past month")
+subscriberChart = BarChart(["Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [newSubscriberSeries, cancellationSeries], "grouped", "Week", "Subscribers")
+newSubscriberSeries = Series("New subscribers", [184000, 201000, 216000, 228000, 241000])
+cancellationSeries = Series("Cancellations", [97000, 103000, 108000, 101000, 112000])
+subscriberNet = Callout("success", "Net growth: +129K this week", "New subscribers exceeded cancellations by 115%")
+contentRow = Card([topTitlesCard, genreCard], "clear", "row", "m", "stretch", "between", true)
+topTitlesCard = Card([topTitlesHeader, topTitlesChart], "card", "column", "m")
+topTitlesHeader = CardHeader("Most-watched titles", "Hours watched in the past 7 days")
+topTitlesChart = HorizontalBarChart(["Harbor City", "The Last Signal", "Orbit Nine", "Wild North", "Kitchen Stories"], [topTitlesSeries], "grouped", "Hours watched", "Title")
+topTitlesSeries = Series("Millions of hours", [38.4, 31.7, 27.9, 22.6, 18.3])
+genreCard = Card([genreHeader, genreChart], "card", "column", "m")
+genreHeader = CardHeader("Performance by genre", "Millions of hours watched and completion rate")
+genreChart = BarChart(["Drama", "Comedy", "Action", "Documentary", "Kids", "Reality"], [genreHoursSeries, genreCompletionSeries], "grouped", "Genre", "Indexed performance")
+genreHoursSeries = Series("Watch hours index", [96, 78, 89, 51, 67, 58])
+genreCompletionSeries = Series("Completion rate %", [74, 68, 71, 82, 77, 64])
+experienceRow = Card([deliveryCard, releasesCard, licensesCard], "clear", "row", "m", "stretch", "between", true)
+deliveryCard = Card([deliveryHeader, deliveryTable, deliveryAlert], "card", "column", "m")
+deliveryHeader = CardHeader("Delivery health by region", "CDN and playback quality")
+deliveryTable = Table([regionCol, healthCol, startupCol, errorCol])
+regionCol = Col("Region", ["North America", "Europe", "Asia Pacific", "Latin America", "Middle East & Africa"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Monitoring"])
+startupCol = Col("Start time", ["1.4s", "1.6s", "2.8s", "1.9s", "2.3s"])
+errorCol = Col("Playback errors", ["0.18%", "0.21%", "0.63%", "0.27%", "0.41%"])
+deliveryAlert = Alert("Asia Pacific degradation", "Elevated startup time is isolated to two CDN points of presence in Southeast Asia.", "warning")
+releasesCard = Card([releasesHeader, releasesList], "card", "column", "m")
+releasesHeader = CardHeader("Releases coming this month", "Scheduled premieres")
+releasesList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour], "number")
+releaseOne = ListItem("Harbor City: Season 3", "Aug 20 • Global series premiere")
+releaseTwo = ListItem("Beyond the Reef", "Aug 23 • Documentary • 42 markets")
+releaseThree = ListItem("Midnight Circuit", "Aug 27 • Original film • Global")
+releaseFour = ListItem("Tiny Explorers", "Aug 30 • Kids series • 18 languages")
+licensesCard = Card([licensesHeader, licensesTable, licensesWarning], "card", "column", "m")
+licensesHeader = CardHeader("Licenses expiring soon", "Next 30 days")
+licensesTable = Table([licenseTitleCol, licenseMarketsCol, licenseExpiryCol])
+licenseTitleCol = Col("Title", ["Northern Lights", "City Detectives", "Fast Lane", "Ancient Worlds"])
+licenseMarketsCol = Col("Markets", ["US, CA", "EU-12", "LATAM", "Global"])
+licenseExpiryCol = Col("Expires", ["Aug 22", "Aug 29", "Sep 3", "Sep 14"])
+licensesWarning = TextCallout("warning", "Renewal attention", "Northern Lights expires in 4 days and represents 2.1M monthly viewing hours.")
+commercialRow = Card([revenueCard, deviceCard], "clear", "row", "m", "stretch", "between", true)
+revenueCard = Card([revenueHeader, revenueChart], "card", "column", "m")
+revenueHeader = CardHeader("Revenue split by plan", "Current month recognized revenue")
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Mobile"], [46, 31, 17, 6], "donut", "circular")
+deviceCard = Card([deviceHeader, deviceChart], "card", "column", "m")
+deviceHeader = CardHeader("Viewing split by device", "Share of streaming hours")
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Game console"], [52, 23, 12, 8, 5], "donut", "circular")
+operationsRow = Card([regionFocusCard, flagsCard], "clear", "row", "m", "stretch", "between", true)
+regionFocusCard = Card([regionFocusHeader, regionForm], "card", "column", "m")
+regionFocusHeader = CardHeader("Focus on one region", "Filter operational metrics and alerts")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Applies to delivery, audience, and playback metrics")
+regionSelect = Select("region", [regionGlobal, regionNA, regionEU, regionAPAC, regionLATAM, regionMEA], "Choose a region", null, "global", "large")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionEU = SelectItem("europe", "Europe")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionLATAM = SelectItem("latin-america", "Latin America")
+regionMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([applyRegionButton, resetRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+resetRegionButton = Button("Reset to global", null, "tertiary")
+flagsCard = Card([flagsHeader, flagsForm], "card", "column", "m")
+flagsHeader = CardHeader("Feature flags", "Current production state")
+flagsForm = Form("feature-flags", flagButtons, [flagsField])
+flagsField = FormControl("Production flags", flagsGroup, "Changes require confirmation and are logged")
+flagsGroup = CheckBoxGroup("flags", [flagAutoplay, flagDownloads, flagLiveChat, flagNewSearch, flagAdaptiveAds], null, ["autoplay-previews", "downloads", "adaptive-ads"])
+flagAutoplay = CheckBoxItem("Autoplay previews", "Enabled globally", "autoplay-previews", true)
+flagDownloads = CheckBoxItem("Offline downloads", "Enabled for Standard and Premium", "downloads", true)
+flagLiveChat = CheckBoxItem("Live-event chat", "Disabled pending moderation review", "live-chat", false)
+flagNewSearch = CheckBoxItem("Semantic search", "Disabled; 10% experiment completed", "semantic-search", false)
+flagAdaptiveAds = CheckBoxItem("Adaptive ad pods", "Enabled in ad-supported markets", "adaptive-ads", true)
+flagButtons = Buttons([saveFlagsButton, reviewFlagsButton])
+saveFlagsButton = Button("Save flag states", null, "primary")
+reviewFlagsButton = Button("Review change log", null, "secondary")
+controlsRow = Card([promotionCard], "clear", "column", "m")
+promotionCard = Card([promotionHeader, promotionForm], "card", "column", "m")
+promotionHeader = CardHeader("Promote a title on the home screen", "Configure a featured placement")
+promotionForm = Form("home-promotion", promotionButtons, [promotionTitleField, promotionRegionField, promotionSlotField, promotionDatesField, promotionMessageField])
+promotionTitleField = FormControl("Title", promotionTitleInput)
+promotionTitleInput = Input("title", "Search by title or catalog ID", "text")
+promotionRegionField = FormControl("Audience region", promotionRegionSelect)
+promotionRegionSelect = Select("promotion-region", [promotionGlobal, promotionNorthAmerica, promotionEurope, promotionAsiaPacific], "Choose audience")
+promotionGlobal = SelectItem("global", "Global")
+promotionNorthAmerica = SelectItem("north-america", "North America")
+promotionEurope = SelectItem("europe", "Europe")
+promotionAsiaPacific = SelectItem("asia-pacific", "Asia Pacific")
+promotionSlotField = FormControl("Home placement", promotionSlotRadio)
+promotionSlotRadio = RadioGroup("placement", [promotionHero, promotionTrending, promotionBecause], "hero")
+promotionHero = RadioItem("Hero banner", "Primary home-screen placement", "hero")
+promotionTrending = RadioItem("Trending row", "First position in the trending rail", "trending")
+promotionBecause = RadioItem("Recommended spotlight", "Boost within personalized recommendations", "recommended")
+promotionDatesField = FormControl("Promotion window", promotionDates)
+promotionDates = DatePicker("promotion-window", "range")
+promotionMessageField = FormControl("Campaign note", promotionMessage, "Visible to operations teams only")
+promotionMessage = TextArea("campaign-note", "Reason, campaign owner, or targeting notes", 3)
+promotionButtons = Buttons([previewPromotionButton, publishPromotionButton])
+previewPromotionButton = Button("Preview placement", null, "secondary")
+publishPromotionButton = Button("Publish promotion", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/sol/openui__b5-university__r1.txt
new file mode 100644
index 000000000..79584d4da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-university__r1.txt
@@ -0,0 +1,87 @@
+root = Card([header, departmentForm, kpiRow, enrollmentChart, applicationsChart, semesterComparison, utilizationSection, studentSection, financeSection, engagementSection, actionsSection], "clear", "column", "l")
+header = CardHeader("University Administration Overview", "Current semester • Institutional performance, capacity, finance, and engagement")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentField = FormControl("Focus department", departmentSelect, "Filter the overview to one academic department")
+departmentSelect = Select("department", [departmentAll, departmentArts, departmentBusiness, departmentEngineering, departmentHealth, departmentScience], "Select a department", null, "all")
+departmentAll = SelectItem("all", "All departments")
+departmentArts = SelectItem("arts", "Arts & Humanities")
+departmentBusiness = SelectItem("business", "Business")
+departmentEngineering = SelectItem("engineering", "Engineering")
+departmentHealth = SelectItem("health", "Health Sciences")
+departmentScience = SelectItem("science", "Natural Sciences")
+departmentButtons = Buttons([departmentApply, departmentReset])
+departmentApply = Button("Apply focus", null, "primary")
+departmentReset = Button("Reset", null, "tertiary")
+kpiRow = Card([enrollmentKpi, acceptanceKpi, revenueKpi, scholarshipKpi, housingKpi], "card", "row", "m", "stretch", "between", true)
+enrollmentKpi = TextCallout("info", "Total enrollment", "24,860 students • +3.1% year over year")
+acceptanceKpi = TextCallout("success", "Acceptance rate", "58.4% • 9,636 of 16,500 applicants")
+revenueKpi = TextCallout("neutral", "Tuition revenue this year", "$286.4M • 72% of $398M target")
+scholarshipKpi = TextCallout("warning", "Scholarship budget", "$31.8M of $42.0M used • 75.7%")
+housingKpi = TextCallout("info", "Housing occupancy", "6,412 of 6,700 beds • 95.7%")
+enrollmentChart = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [21840, 22590, 23410, 24120, 24860])
+applicationsChart = BarChart(["Arts & Humanities", "Business", "Engineering", "Health Sciences", "Natural Sciences"], [applicationSeries, waitlistSeries], "grouped", "Program", "Students")
+applicationSeries = Series("Applications", [2100, 3900, 4450, 3550, 2500])
+waitlistSeries = Series("Waitlisted", [84, 226, 318, 271, 143])
+semesterComparison = Table([comparisonMetric, currentSemester, lastSemester, semesterChange])
+comparisonMetric = Col("Semester comparison", ["Enrollment", "Applications", "Acceptance rate", "Credit hours taught", "Students at risk", "Housing occupancy"])
+currentSemester = Col("This semester", ["24,860", "16,500", "58.4%", "318,240", "612", "95.7%"])
+lastSemester = Col("Last semester", ["24,120", "15,940", "60.1%", "305,880", "548", "93.9%"])
+semesterChange = Col("Change", ["+3.1%", "+3.5%", "-1.7 pts", "+4.0%", "+11.7%", "+1.8 pts"])
+utilizationSection = Card([utilizationHeader, courseFillTable, teachingLoadChart], "card", "column", "m")
+utilizationHeader = CardHeader("Academic Capacity", "Course offering utilization and faculty teaching load")
+courseFillTable = Table([courseName, courseDepartment, courseEnrollment, courseCapacity, courseFill])
+courseName = Col("Course offering", ["BIO 201-01", "BUS 310-02", "CS 240-01", "ENG 105-04", "NUR 330-01", "PSY 101-03"])
+courseDepartment = Col("Department", ["Natural Sciences", "Business", "Engineering", "Arts & Humanities", "Health Sciences", "Arts & Humanities"])
+courseEnrollment = Col("Enrolled", [47, 38, 72, 24, 31, 89], "number")
+courseCapacity = Col("Capacity", [48, 45, 75, 30, 32, 100], "number")
+courseFill = Col("Full", ["97.9%", "84.4%", "96.0%", "80.0%", "96.9%", "89.0%"])
+teachingLoadChart = HorizontalBarChart(["Dr. Maya Chen", "Prof. Daniel Ortiz", "Dr. Amina Patel", "Prof. Laura Kim", "Dr. Samuel Reed", "Prof. Elena García"], [sectionsSeries, creditSeries], "grouped", "Teaching load", "Faculty member")
+sectionsSeries = Series("Course sections", [4, 3, 4, 3, 5, 4])
+creditSeries = Series("Credit hours", [12, 9, 12, 9, 15, 12])
+studentSection = Card([studentHeader, riskAlert, riskTable], "card", "column", "m")
+studentHeader = CardHeader("Student Success", "Students requiring academic intervention")
+riskAlert = Alert("612 students at academic risk", "64 more than last semester; 138 are classified as high priority.", "warning")
+riskTable = Table([riskGroup, riskCount, riskCriteria, riskAction])
+riskGroup = Col("Student group", ["High priority", "Moderate risk", "First-year students", "Seniors near completion"])
+riskCount = Col("Students", [138, 474, 207, 96], "number")
+riskCriteria = Col("Primary indicator", ["GPA below 2.0", "Multiple early alerts", "Low attendance", "Missing degree requirements"])
+riskAction = Col("Recommended action", ["Advisor outreach", "Academic support referral", "Success coaching", "Graduation audit"])
+financeSection = Card([financeHeader, scholarshipProgress, alumniChart], "card", "column", "m")
+financeHeader = CardHeader("Finance & Advancement", "Scholarship utilization and alumni support")
+scholarshipProgress = Progress(75.7, "Scholarship budget used: $31.8M of $42.0M")
+alumniChart = BarChart(["2023", "2024", "2025", "2026"], [alumniGivingSeries], "grouped", "Fiscal year", "USD millions")
+alumniGivingSeries = Series("Alumni giving", [18.6, 21.4, 24.9, 28.7])
+engagementSection = Card([engagementHeader, eventsList], "card", "column", "m")
+engagementHeader = CardHeader("Campus Events This Month", "Upcoming university-wide activities")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour, eventFive], "number")
+eventOne = ListItem("New Student Convocation", "August 20 • 10:00 AM • University Auditorium")
+eventTwo = ListItem("Fall Research Showcase", "August 22 • 1:00 PM • Innovation Center")
+eventThree = ListItem("Community Service Day", "August 24 • 8:30 AM • Campus Green")
+eventFour = ListItem("Faculty Welcome Reception", "August 27 • 5:30 PM • Alumni Hall")
+eventFive = ListItem("Student Organization Fair", "August 29 • 11:00 AM • Main Quad")
+actionsSection = Card([actionsHeader, courseApprovalDialog, messageDrawer], "card", "column", "m")
+actionsHeader = CardHeader("Administrative Actions", "Review a new course proposal or contact a student group")
+courseApprovalDialog = DialogBlock("Review new course", "Approve new course proposal", "Review the submitted course before making a decision.", [courseProposal, courseDetails, courseDecisionButtons], "default")
+courseProposal = CardHeader("DATA 415 — Responsible Artificial Intelligence", "Proposed by the Department of Engineering • 3 credits")
+courseDetails = MarkDownRenderer("**Rationale:** Adds advanced coverage of AI governance, fairness, privacy, and model accountability.\n\n**Prerequisites:** DATA 301 and junior standing  \n**Projected enrollment:** 36 students  \n**Faculty:** Dr. Maya Chen  \n**Resource review:** No additional laboratory or staffing costs  \n**Curriculum committee:** Recommended for approval", "sunk")
+courseDecisionButtons = Buttons([approveCourseButton, returnCourseButton])
+approveCourseButton = Button("Approve course", null, "primary")
+returnCourseButton = Button("Return for revisions", null, "secondary")
+messageDrawer = DrawerBlock("Message a student group", "Send group message", "Choose recipients and compose an announcement.", [messageForm])
+messageForm = Form("student-group-message", messageButtons, [recipientField, subjectField, bodyField])
+recipientField = FormControl("Student group", recipientSelect)
+recipientSelect = Select("student_group", [recipientAll, recipientFirstYear, recipientAtRisk, recipientWaitlisted, recipientResidents, recipientGraduating], "Choose recipients")
+recipientAll = SelectItem("all", "All enrolled students")
+recipientFirstYear = SelectItem("first-year", "First-year students")
+recipientAtRisk = SelectItem("academic-risk", "Students at academic risk")
+recipientWaitlisted = SelectItem("waitlisted", "Waitlisted students")
+recipientResidents = SelectItem("housing", "Campus residents")
+recipientGraduating = SelectItem("graduating", "Graduating seniors")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Enter message subject")
+bodyField = FormControl("Message", bodyInput, "Messages are sent through email and the student portal")
+bodyInput = TextArea("message", "Write your announcement", 6)
+messageButtons = Buttons([sendMessageButton, saveDraftButton])
+sendMessageButton = Button("Send message", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/sol/openui__b5-university__r2.txt
new file mode 100644
index 000000000..f8da08715
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-university__r2.txt
@@ -0,0 +1,119 @@
+root = Card([header, departmentForm, kpiRow, enrollmentSection, admissionsSection, operationsSection, riskSection, financeSection, engagementSection, actionSection], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Fall 2026 • Institution-wide view with department filtering")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentField = FormControl("Focus on one department", departmentSelect, "Updates the overview to the selected academic unit")
+departmentSelect = Select("department", [departmentAll, departmentArts, departmentBusiness, departmentEngineering, departmentHealth, departmentScience], "Choose a department", null, "all", "medium")
+departmentAll = SelectItem("all", "All departments")
+departmentArts = SelectItem("arts", "Arts & Humanities")
+departmentBusiness = SelectItem("business", "Business")
+departmentEngineering = SelectItem("engineering", "Engineering")
+departmentHealth = SelectItem("health", "Health Sciences")
+departmentScience = SelectItem("science", "Natural Sciences")
+departmentButtons = Buttons([departmentApply, departmentReset])
+departmentApply = Button("Apply focus", null, "primary")
+departmentReset = Button("Reset", null, "tertiary")
+kpiRow = Card([enrollmentKpi, acceptanceKpi, revenueKpi, scholarshipKpi, housingKpi], "card", "row", "m", "stretch", "between", true)
+enrollmentKpi = Card([enrollmentLabel, enrollmentValue, enrollmentDelta], "sunk", "column", "xs")
+enrollmentLabel = TextContent("Total enrollment", "small-heavy")
+enrollmentValue = TextContent("24,860", "large-heavy")
+enrollmentDelta = Badge("+2.3% vs last semester", "secondary")
+acceptanceKpi = Card([acceptanceLabel, acceptanceValue, acceptanceDelta], "sunk", "column", "xs")
+acceptanceLabel = TextContent("Acceptance rate", "small-heavy")
+acceptanceValue = TextContent("61.8%", "large-heavy")
+acceptanceDelta = Badge("-1.4 pts vs last semester", "outline")
+revenueKpi = Card([revenueLabel, revenueValue, revenueDelta], "sunk", "column", "xs")
+revenueLabel = TextContent("Tuition revenue this year", "small-heavy")
+revenueValue = TextContent("$286.4M", "large-heavy")
+revenueDelta = Badge("+4.7% year over year", "secondary")
+scholarshipKpi = Card([scholarshipLabel, scholarshipValue, scholarshipProgress], "sunk", "column", "xs")
+scholarshipLabel = TextContent("Scholarship budget", "small-heavy")
+scholarshipValue = TextContent("$34.2M of $42.0M used", "large-heavy")
+scholarshipProgress = Progress(81.4, "81.4% used")
+housingKpi = Card([housingLabel, housingValue, housingProgress], "sunk", "column", "xs")
+housingLabel = TextContent("Housing occupancy", "small-heavy")
+housingValue = TextContent("6,742 of 7,100 beds", "large-heavy")
+housingProgress = Progress(95, "95.0% occupied")
+enrollmentSection = Card([enrollmentHeader, enrollmentTrend, semesterComparison], "card", "column", "m")
+enrollmentHeader = CardHeader("Enrollment trend", "Five academic years and current-semester comparison")
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [22140, 22780, 23520, 24190, 24860])
+semesterComparison = Table([semesterMetric, currentSemester, lastSemester, semesterChange])
+semesterMetric = Col("Metric", ["Enrollment", "Applications", "Acceptance rate", "Tuition billed", "Average course fill"])
+currentSemester = Col("This semester", ["24,860", "39,420", "61.8%", "$149.8M", "87.2%"])
+lastSemester = Col("Last semester", ["24,301", "37,980", "63.2%", "$143.1M", "84.9%"])
+semesterChange = Col("Change", ["+2.3%", "+3.8%", "-1.4 pts", "+4.7%", "+2.3 pts"])
+admissionsSection = Card([admissionsHeader, admissionsCharts, waitlistTable], "card", "column", "m")
+admissionsHeader = CardHeader("Admissions by program", "Applications and current waitlists")
+admissionsCharts = Card([applicationsChart, waitlistChart], "clear", "row", "l", "stretch", "between", true)
+applicationsChart = BarChart(["Business", "Engineering", "Health Sciences", "Natural Sciences", "Arts & Humanities"], [applicationsSeries], "grouped", "Program", "Applications")
+applicationsSeries = Series("Applications", [8420, 7960, 9140, 7210, 6690])
+waitlistChart = HorizontalBarChart(["Health Sciences", "Engineering", "Business", "Natural Sciences", "Arts & Humanities"], [waitlistSeries], "grouped", "Students", "Program")
+waitlistSeries = Series("Waitlisted", [286, 241, 173, 128, 94])
+waitlistTable = Table([waitlistProgram, waitlistStudents, waitlistCapacity, waitlistStatus])
+waitlistProgram = Col("Program", ["Health Sciences", "Engineering", "Business", "Natural Sciences", "Arts & Humanities"])
+waitlistStudents = Col("Waitlisted students", [286, 241, 173, 128, 94], "number")
+waitlistCapacity = Col("Open seats", [18, 31, 46, 39, 52], "number")
+waitlistStatus = Col("Priority", ["High", "High", "Medium", "Medium", "Low"])
+operationsSection = Card([operationsHeader, courseFillTable, facultyLoadChart], "card", "column", "m")
+operationsHeader = CardHeader("Academic operations", "Course utilization and faculty teaching load")
+courseFillTable = Table([courseOffering, courseDepartment, courseEnrollment, courseCapacity, courseFill])
+courseOffering = Col("Course offering", ["BIO 201-01", "CS 310-02", "BUS 240-01", "ENG 115-03", "CHEM 101-04", "HIST 220-01"])
+courseDepartment = Col("Department", ["Natural Sciences", "Engineering", "Business", "Arts & Humanities", "Natural Sciences", "Arts & Humanities"])
+courseEnrollment = Col("Enrolled", [116, 82, 74, 29, 138, 41], "number")
+courseCapacity = Col("Capacity", [120, 84, 90, 40, 140, 55], "number")
+courseFill = Col("Full", ["96.7%", "97.6%", "82.2%", "72.5%", "98.6%", "74.5%"])
+facultyLoadChart = HorizontalBarChart(["Dr. Maya Chen", "Prof. Daniel Ortiz", "Dr. Aisha Patel", "Prof. Liam Brooks", "Dr. Sofia Alvarez", "Prof. Noah Williams"], [creditsSeries, adviseesSeries], "grouped", "Load units", "Faculty member")
+creditsSeries = Series("Teaching credits", [12, 9, 12, 6, 9, 12])
+adviseesSeries = Series("Advisee-equivalent units", [4, 6, 3, 8, 5, 2])
+riskSection = Card([riskHeader, riskAlert, riskTable, riskMessage], "card", "column", "m")
+riskHeader = CardHeader("Students at academic risk", "Students requiring timely outreach")
+riskAlert = Alert("184 students need review", "Thirty-seven students are high risk based on GPA, attendance, and unresolved holds.", "warning")
+riskTable = Table([riskStudent, riskProgram, riskGpa, riskIndicator, riskAdvisor])
+riskStudent = Col("Student", ["Jordan Lee", "Amara Johnson", "Miguel Santos", "Priya Raman", "Ethan Walker"])
+riskProgram = Col("Program", ["Engineering", "Business", "Health Sciences", "Natural Sciences", "Arts & Humanities"])
+riskGpa = Col("GPA", [1.72, 1.88, 2.04, 1.95, 2.11], "number")
+riskIndicator = Col("Primary indicator", ["Low GPA + absences", "Financial hold", "Clinical attendance", "Failed prerequisites", "Missing assignments"])
+riskAdvisor = Col("Advisor", ["M. Chen", "D. Ortiz", "A. Patel", "S. Alvarez", "L. Brooks"])
+riskMessage = DrawerBlock("Message a student group", "Send student-group message", "Choose a group and compose an outreach message.", [messageForm])
+messageForm = Form("student-group-message", messageButtons, [messageGroupField, messageSubjectField, messageBodyField])
+messageGroupField = FormControl("Student group", messageGroupSelect)
+messageGroupSelect = Select("student_group", [messageGroupRisk, messageGroupWaitlist, messageGroupHousing, messageGroupSeniors], "Choose recipients")
+messageGroupRisk = SelectItem("academic-risk", "Students at academic risk")
+messageGroupWaitlist = SelectItem("waitlisted", "Waitlisted students")
+messageGroupHousing = SelectItem("housing", "Campus housing residents")
+messageGroupSeniors = SelectItem("graduating", "Graduating students")
+messageSubjectField = FormControl("Subject", messageSubjectInput)
+messageSubjectInput = Input("subject", "Academic support and next steps")
+messageBodyField = FormControl("Message", messageBodyInput, "Messages are logged in the student communications record")
+messageBodyInput = TextArea("message", "Write your message…", 6)
+messageButtons = Buttons([messageSend, messageSave])
+messageSend = Button("Send message", null, "primary")
+messageSave = Button("Save draft", null, "secondary")
+financeSection = Card([financeHeader, financeDetails, givingChart], "card", "column", "m")
+financeHeader = CardHeader("Financial health", "Tuition, scholarships, housing, and alumni support")
+financeDetails = TextCallout("info", "Current-year position", "Tuition revenue is $286.4M; scholarship spending is $34.2M of a $42.0M budget; housing is 95.0% occupied.")
+givingChart = BarChart(["2023", "2024", "2025", "2026"], [givingSeries], "grouped", "Fiscal year", "Millions USD")
+givingSeries = Series("Alumni giving", [18.6, 21.3, 24.9, 28.7])
+engagementSection = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Campus events this month", "August 2026")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour, eventFive], "number")
+eventOne = ListItem("New Faculty Welcome", "Aug 20 • 9:00 AM • University Center • 120 registered")
+eventTwo = ListItem("Fall Convocation", "Aug 22 • 10:00 AM • Memorial Auditorium • 1,850 expected")
+eventThree = ListItem("Student Organization Fair", "Aug 25 • 11:00 AM • Campus Green • 96 organizations")
+eventFour = ListItem("Alumni Leadership Reception", "Aug 27 • 6:00 PM • Heritage Hall • 240 registered")
+eventFive = ListItem("First-Year Service Day", "Aug 29 • 8:30 AM • Multiple sites • 780 volunteers")
+actionSection = Card([actionHeader, courseApproval], "card", "column", "m")
+actionHeader = CardHeader("Administrative actions", "Review and approve proposed academic offerings")
+courseApproval = DialogBlock("Approve a new course", "New course approval", "Review the proposal and record an approval decision.", [courseSummary, courseApprovalForm], "default")
+courseSummary = MarkDownRenderer("### Proposed course\n**DATA 425 — Applied Machine Learning**  \nDepartment: Engineering  \nCredits: 3  \nProposed term: Spring 2027  \nProjected enrollment: 36  \nCurriculum committee: Recommended 7–1", "sunk")
+courseApprovalForm = Form("new-course-approval", courseApprovalButtons, [courseDecisionField, courseNotesField])
+courseDecisionField = FormControl("Decision", courseDecisionRadio)
+courseDecisionRadio = RadioGroup("decision", [courseApprove, courseReturn, courseReject], "approve")
+courseApprove = RadioItem("Approve", "Authorize the course for catalog scheduling", "approve")
+courseReturn = RadioItem("Return for revision", "Send requested changes to the department", "revise")
+courseReject = RadioItem("Reject", "Decline the proposal", "reject")
+courseNotesField = FormControl("Administrative notes", courseNotesInput)
+courseNotesInput = TextArea("approval_notes", "Add conditions or comments…", 4)
+courseApprovalButtons = Buttons([courseConfirm, courseCancel])
+courseConfirm = Button("Record decision", null, "primary")
+courseCancel = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/sol/openui__b5-university__r3.txt
new file mode 100644
index 000000000..9e58a1cbf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-university__r3.txt
@@ -0,0 +1,95 @@
+root = Card([header, departmentForm, summaryHeading, summaryTable, enrollmentHeading, enrollmentChart, applicationsHeading, applicationsChart, capacityHeading, capacityTable, facultyHeading, facultyChart, riskHeading, riskAlert, riskTable, resourcesHeading, scholarshipProgress, housingProgress, eventsHeading, eventsList, alumniHeading, alumniChart, waitlistHeading, waitlistChart, actionsHeading, actionCards], "card", "column", "l")
+header = CardHeader("University Administration Overview", "Current semester institutional snapshot")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentField = FormControl("Focus department", departmentSelect, "Updates program, course, faculty, risk, and waitlist views")
+departmentSelect = Select("department", [allDepartments, artsDepartment, businessDepartment, engineeringDepartment, healthDepartment, scienceDepartment], "Select department", null, "all", "medium")
+allDepartments = SelectItem("all", "All departments")
+artsDepartment = SelectItem("arts", "Arts & Humanities")
+businessDepartment = SelectItem("business", "Business")
+engineeringDepartment = SelectItem("engineering", "Engineering")
+healthDepartment = SelectItem("health", "Health Sciences")
+scienceDepartment = SelectItem("science", "Natural Sciences")
+departmentButtons = Buttons([applyDepartment, resetDepartment])
+applyDepartment = Button("Apply focus", null, "primary")
+resetDepartment = Button("Reset", null, "tertiary")
+summaryHeading = Heading("Key indicators and semester comparison", "h2")
+summaryTable = Table([summaryMetric, currentSemester, lastSemester, semesterChange])
+summaryMetric = Col("Metric", ["Total enrollment", "Acceptance rate", "Tuition revenue this year", "Housing occupancy"])
+currentSemester = Col("This semester", ["24,860", "61.8%", "$184.6M", "92.4%"])
+lastSemester = Col("Last semester", ["24,310", "59.9%", "$178.2M", "89.7%"])
+semesterChange = Col("Change", ["+2.3%", "+1.9 pts", "+3.6%", "+2.7 pts"])
+enrollmentHeading = Heading("Total enrollment over five years", "h2")
+enrollmentChart = LineChart(enrollmentYears, [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentYears = ["2021–22", "2022–23", "2023–24", "2024–25", "2025–26"]
+enrollmentSeries = Series("Enrollment", [22140, 22980, 23760, 24310, 24860])
+applicationsHeading = Heading("Applications by program", "h2")
+applicationsChart = BarChart(programLabels, [applicationSeries], "grouped", "Program", "Applications")
+programLabels = ["Business", "Engineering", "Health Sciences", "Natural Sciences", "Arts & Humanities"]
+applicationSeries = Series("Applications", [8420, 7310, 6890, 5140, 3980])
+capacityHeading = Heading("Course offering capacity", "h2")
+capacityTable = Table([courseCode, courseTitle, courseEnrollment, courseCapacity, courseFullness])
+courseCode = Col("Course", ["BIO 201", "BUS 310", "CS 225", "ENG 140", "NUR 330", "PSY 101"])
+courseTitle = Col("Offering", ["Genetics", "Corporate Finance", "Data Structures", "World Literature", "Community Health", "Intro Psychology"])
+courseEnrollment = Col("Enrolled", [92, 74, 118, 41, 57, 196], "number")
+courseCapacity = Col("Capacity", [100, 80, 120, 60, 60, 200], "number")
+courseFullness = Col("Full", ["92%", "93%", "98%", "68%", "95%", "98%"])
+facultyHeading = Heading("Teaching load by faculty member", "h2")
+facultyChart = HorizontalBarChart(facultyLabels, [courseLoadSeries, creditLoadSeries], "grouped", "Load", "Faculty member")
+facultyLabels = ["Dr. A. Chen", "Prof. M. Davis", "Dr. S. Patel", "Prof. L. Rivera", "Dr. J. Thompson"]
+courseLoadSeries = Series("Course sections", [4, 3, 4, 3, 5])
+creditLoadSeries = Series("Credit hours", [12, 9, 12, 10, 15])
+riskHeading = Heading("Students at academic risk", "h2")
+riskAlert = Alert("186 students need attention", "42 are high risk based on GPA, attendance, and unresolved academic alerts.", "warning")
+riskTable = Table([riskGroup, riskStudents, riskHighPriority, riskPrimaryFactor])
+riskGroup = Col("Student group", ["First-year", "Sophomore", "Junior", "Senior"])
+riskStudents = Col("At risk", [74, 48, 37, 27], "number")
+riskHighPriority = Col("High priority", [19, 11, 8, 4], "number")
+riskPrimaryFactor = Col("Primary factor", ["Attendance", "GPA below 2.0", "Gateway course failure", "Degree progress"])
+resourcesHeading = Heading("Scholarships and housing", "h2")
+scholarshipProgress = Progress(78, "Scholarship budget used: $24.96M of $32.00M")
+housingProgress = Progress(92.4, "Housing occupancy: 6,468 of 7,000 beds")
+eventsHeading = Heading("Campus events this month", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("New Student Research Showcase", "August 20 · 3:00 PM · Innovation Hall")
+eventTwo = ListItem("Fall Faculty Forum", "August 22 · 10:00 AM · University Center")
+eventThree = ListItem("Community Health Fair", "August 26 · 9:00 AM · Campus Green")
+eventFour = ListItem("Alumni Networking Night", "August 29 · 6:30 PM · Founders Hall")
+alumniHeading = Heading("Alumni giving over four years", "h2")
+alumniChart = AreaChart(givingYears, [givingSeries], "natural", "Fiscal year", "Millions USD")
+givingYears = ["FY2023", "FY2024", "FY2025", "FY2026"]
+givingSeries = Series("Alumni giving", [18.4, 20.1, 22.8, 25.6])
+waitlistHeading = Heading("Waitlisted students per program", "h2")
+waitlistChart = HorizontalBarChart(waitlistPrograms, [waitlistSeries], "grouped", "Students", "Program")
+waitlistPrograms = ["Computer Science", "Nursing", "Business Analytics", "Biology", "Psychology"]
+waitlistSeries = Series("Waitlisted", [184, 146, 97, 72, 61])
+actionsHeading = Heading("Administrative actions", "h2")
+actionCards = Card([courseApprovalDialog, messageDrawer], "sunk", "row", "l", "start", "start", true)
+courseApprovalDialog = DialogBlock("Approve a new course", "New course approval", "Review the proposal and record an approval decision.", [courseProposal, courseApprovalForm], "default")
+courseProposal = TextContent("**Proposed course:** DATA 415 — Responsible Artificial Intelligence\n\n**Department:** Computer Science · **Credits:** 3 · **Requested term:** Spring 2027")
+courseApprovalForm = Form("course-approval", courseApprovalButtons, [approvalDecisionField, approvalNotesField])
+approvalDecisionField = FormControl("Decision", approvalDecision)
+approvalDecision = RadioGroup("decision", [approveOption, revisionsOption, rejectOption], "approve")
+approveOption = RadioItem("Approve", "Authorize the course for catalog scheduling", "approve")
+revisionsOption = RadioItem("Request revisions", "Return the proposal with required changes", "revisions")
+rejectOption = RadioItem("Reject", "Decline the proposal", "reject")
+approvalNotesField = FormControl("Review notes", approvalNotes)
+approvalNotes = TextArea("approval_notes", "Add conditions, rationale, or scheduling guidance", 4)
+courseApprovalButtons = Buttons([submitApproval, cancelApproval])
+submitApproval = Button("Submit decision", null, "primary")
+cancelApproval = Button("Cancel", null, "tertiary")
+messageDrawer = DrawerBlock("Message a student group", "Send student group message", "Choose recipients and compose an announcement.", [messageForm])
+messageForm = Form("student-group-message", messageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Student group", recipientSelect)
+recipientSelect = Select("recipient_group", [allStudentsGroup, firstYearGroup, graduatingGroup, riskGroupOption, housingGroup], "Choose recipients")
+allStudentsGroup = SelectItem("all_students", "All students")
+firstYearGroup = SelectItem("first_year", "First-year students")
+graduatingGroup = SelectItem("graduating", "Graduating students")
+riskGroupOption = SelectItem("academic_risk", "Students at academic risk")
+housingGroup = SelectItem("campus_housing", "Campus housing residents")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Enter announcement subject")
+messageField = FormControl("Message", messageInput, "Messages are sent by email and student portal notification")
+messageInput = TextArea("message", "Write your message", 6)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/sol/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/sol/openui__b5-university__r4.txt
new file mode 100644
index 000000000..c7adbce4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/sol/openui__b5-university__r4.txt
@@ -0,0 +1,99 @@
+root = Card([header, departmentForm, kpiRow, comparison, enrollmentSection, admissionsSection, capacitySection, facultySection, riskSection, resourceRow, eventsSection, givingSection, waitlistSection, actionRow], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Academic year 2026–27 • Fall semester • Updated August 18, 2026")
+departmentForm = Form("department-focus", departmentButtons, [departmentField])
+departmentField = FormControl("Focus department", departmentSelect, "Filters program, course, faculty, risk, and waitlist views")
+departmentSelect = Select("department", [departmentAll, departmentArts, departmentBusiness, departmentEngineering, departmentHealth, departmentScience], "Select a department", null, "all", "medium")
+departmentAll = SelectItem("all", "All departments")
+departmentArts = SelectItem("arts", "Arts & Humanities")
+departmentBusiness = SelectItem("business", "Business")
+departmentEngineering = SelectItem("engineering", "Engineering")
+departmentHealth = SelectItem("health", "Health Sciences")
+departmentScience = SelectItem("science", "Science")
+departmentButtons = Buttons([applyDepartment, resetDepartment])
+applyDepartment = Button("Apply focus", null, "primary")
+resetDepartment = Button("Reset", null, "tertiary")
+kpiRow = Card([enrollmentKpi, acceptanceKpi, revenueKpi], "clear", "row", "m", "stretch", "between", true)
+enrollmentKpi = Callout("info", "Total enrollment", "24,860 students • up 3.2% year over year")
+acceptanceKpi = Callout("success", "Acceptance rate", "61.8% • up 1.4 percentage points")
+revenueKpi = Callout("neutral", "Tuition revenue this year", "$318.4M recognized • 72% of $442.0M forecast")
+comparison = Table([comparisonMetric, currentSemester, lastSemester, semesterChange])
+comparisonMetric = Col("Semester comparison", ["Enrollment", "Applications", "Credits attempted", "Course fill rate", "Academic risk"])
+currentSemester = Col("Fall 2026", ["24,860", "39,420", "352,100", "88.6%", "742"])
+lastSemester = Col("Fall 2025", ["24,088", "37,960", "339,800", "86.9%", "801"])
+semesterChange = Col("Change", ["+3.2%", "+3.8%", "+3.6%", "+1.7 pts", "−7.4%"])
+enrollmentSection = Card([enrollmentHeader, enrollmentTrend], "card", "column", "m")
+enrollmentHeader = CardHeader("Enrollment over five years", "Official fall census headcount")
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Fall term", "Students")
+enrollmentSeries = Series("Total enrollment", [21840, 22590, 23310, 24088, 24860])
+admissionsSection = Card([admissionsHeader, applicationsChart], "card", "column", "m")
+admissionsHeader = CardHeader("Applications by program", "Current admission cycle")
+applicationsChart = HorizontalBarChart(["Computer Science", "Business Administration", "Nursing", "Engineering", "Psychology", "Biology"], [applicationsSeries], "grouped", "Applications", "Program")
+applicationsSeries = Series("Applications", [8240, 6910, 6280, 5740, 4360, 3890])
+capacitySection = Card([capacityHeader, capacityTable], "card", "column", "m")
+capacityHeader = CardHeader("Course offering capacity", "Current enrollment against available seats")
+capacityTable = Table([courseCode, courseTitle, courseEnrollment, courseCapacity, courseFill])
+courseCode = Col("Course", ["CS 201-01", "BUS 310-02", "NURS 220-01", "ENGR 405-01", "PSY 101-04", "BIO 150-03"])
+courseTitle = Col("Offering", ["Data Structures", "Corporate Finance", "Clinical Practice II", "Senior Design", "General Psychology", "Principles of Biology"])
+courseEnrollment = Col("Enrolled", [118, 76, 42, 31, 194, 132])
+courseCapacity = Col("Capacity", [120, 80, 42, 36, 200, 150])
+courseFill = Col("Full", ["98.3%", "95.0%", "100.0%", "86.1%", "97.0%", "88.0%"])
+facultySection = Card([facultyHeader, facultyChart], "card", "column", "m")
+facultyHeader = CardHeader("Teaching load by faculty member", "Assigned credit hours this semester")
+facultyChart = HorizontalBarChart(["Dr. Maya Chen", "Prof. Liam Brooks", "Dr. Sofia Patel", "Prof. Noah Williams", "Dr. Elena García", "Dr. James Okafor"], [facultyLoadSeries], "grouped", "Credit hours", "Faculty member")
+facultyLoadSeries = Series("Assigned load", [12, 9, 15, 12, 6, 12])
+riskSection = Card([riskHeader, riskAlert, riskTable], "card", "column", "m")
+riskHeader = CardHeader("Students at academic risk", "742 students flagged by advising indicators")
+riskAlert = Alert("Priority outreach needed", "86 students have multiple high-risk indicators and no advising appointment.", "warning")
+riskTable = Table([riskGroup, riskCount, riskPrimary, riskOutreach])
+riskGroup = Col("Student group", ["First-year", "Sophomore", "Junior", "Senior", "Graduate"])
+riskCount = Col("At risk", [248, 176, 132, 104, 82])
+riskPrimary = Col("Leading indicator", ["Low midterm grades", "Credit completion", "Attendance", "Degree progress", "Academic standing"])
+riskOutreach = Col("Contacted", ["71%", "64%", "79%", "83%", "88%"])
+resourceRow = Card([scholarshipCard, housingCard], "clear", "row", "m", "stretch", "between", true)
+scholarshipCard = Card([scholarshipHeader, scholarshipProgress, scholarshipText], "card", "column", "m")
+scholarshipHeader = CardHeader("Scholarship budget", "2026–27 institutional aid")
+scholarshipProgress = Progress(76, "$36.5M used of $48.0M total")
+scholarshipText = TextContent("$11.5M remains available; commitments are tracking 2.1% below plan.", "small")
+housingCard = Card([housingHeader, housingProgress, housingText], "card", "column", "m")
+housingHeader = CardHeader("Housing occupancy", "Fall 2026 residence inventory")
+housingProgress = Progress(94, "7,238 occupied of 7,700 beds")
+housingText = TextContent("462 beds remain; first-year housing is 98% occupied.", "small")
+eventsSection = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Campus events this month", "August 2026")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour, eventFive], "number")
+eventOne = ListItem("New Faculty Welcome", "August 20 • 9:00 AM • University Center")
+eventTwo = ListItem("Residence Hall Move-In", "August 22–23 • All residence halls")
+eventThree = ListItem("Fall Convocation", "August 25 • 10:00 AM • Memorial Auditorium")
+eventFour = ListItem("Student Organization Fair", "August 27 • 3:00 PM • Main Quad")
+eventFive = ListItem("Alumni Leadership Reception", "August 29 • 6:30 PM • Founders Hall")
+givingSection = Card([givingHeader, givingTrend], "card", "column", "m")
+givingHeader = CardHeader("Alumni giving over four years", "Gifts and pledges received")
+givingTrend = BarChart(["2023", "2024", "2025", "2026"], [givingSeries], "grouped", "Fiscal year", "USD millions")
+givingSeries = Series("Alumni giving", [18.6, 21.4, 23.1, 27.8])
+waitlistSection = Card([waitlistHeader, waitlistChart], "card", "column", "m")
+waitlistHeader = CardHeader("Waitlisted students per program", "Active program-level waitlists")
+waitlistChart = HorizontalBarChart(["Nursing", "Computer Science", "Business Administration", "Engineering", "Psychology", "Biology"], [waitlistSeries], "grouped", "Students", "Program")
+waitlistSeries = Series("Waitlisted", [184, 162, 97, 81, 64, 43])
+actionRow = Card([courseApprovalDialog, messageDrawer], "clear", "row", "m", "center", "start", true)
+courseApprovalDialog = DialogBlock("Approve new course", "New course approval", "Review the submitted course before recording a decision.", [courseSummary, courseApprovalButtons], "default")
+courseSummary = MarkDownRenderer("### DATA 415 — Applied Machine Learning\n\n**Department:** Computer Science  \n**Credits:** 3  \n**Proposed term:** Spring 2027  \n**Instructor:** Dr. Maya Chen  \n**Capacity:** 40 students  \n**Prerequisites:** CS 301 and STAT 210\n\nCurriculum committee recommendation: **Approve**.", "sunk")
+courseApprovalButtons = Buttons([approveCourse, requestCourseChanges])
+approveCourse = Button("Approve DATA 415", null, "primary")
+requestCourseChanges = Button("Request changes", null, "secondary")
+messageDrawer = DrawerBlock("Message a student group", "Send group message", "Choose recipients and compose an announcement.", [messageForm])
+messageForm = Form("student-group-message", messageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Student group", recipientSelect)
+recipientSelect = Select("recipient_group", [recipientAll, recipientFirstYear, recipientRisk, recipientWaitlist, recipientResidents, recipientGraduating], "Choose recipients")
+recipientAll = SelectItem("all", "All enrolled students")
+recipientFirstYear = SelectItem("first_year", "First-year students")
+recipientRisk = SelectItem("academic_risk", "Students at academic risk")
+recipientWaitlist = SelectItem("waitlisted", "Waitlisted students")
+recipientResidents = SelectItem("residents", "Campus residents")
+recipientGraduating = SelectItem("graduating", "Graduating students")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Enter message subject")
+messageField = FormControl("Message", messageInput, "Messages are delivered by email and student portal.")
+messageInput = TextArea("message", "Write your message…", 6)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r1.txt
new file mode 100644
index 000000000..cad67e249
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice-client","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice-client","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["invoice-header","invoice-summary","payment-card","invoice-note"]},{"id":"invoice-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["invoice-title","invoice-subtitle"]},{"id":"invoice-title","component":"Heading","text":"Invoice from Alex Morgan","level":"h1"},{"id":"invoice-subtitle","component":"TextContent","text":"Design and development services · Invoice #INV-1048","size":"default"},{"id":"invoice-summary","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["amount-label","amount-due","due-date"]},{"id":"amount-label","component":"TextContent","text":"Amount due","size":"small"},{"id":"amount-due","component":"Heading","text":"USD $2,450.00","level":"h2"},{"id":"due-date","component":"TextContent","text":"Due date: September 15, 2026","size":"default"},{"id":"payment-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["payment-heading","payment-description","pay-now-button"]},{"id":"payment-heading","component":"Heading","text":"Ready to pay?","level":"h3"},{"id":"payment-description","component":"TextContent","text":"Pay securely online to complete this invoice.","size":"default"},{"id":"pay-now-button","component":"Button","label":"Pay USD $2,450.00 now","variant":"primary","size":"large","action":[{"type":"pay_invoice","invoiceId":"INV-1048","amount":2450,"currency":"USD"}]},{"id":"invoice-note","component":"TextContent","text":"Questions about this invoice? Reply to your freelancer directly.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r2.txt
new file mode 100644
index 000000000..b0282c45d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["invoiceHeader","amountCard","dueDateCard","paymentCard"]},{"id":"invoiceHeader","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Invoice","level":"h1"},{"id":"subtitle","component":"TextContent","text":"From Alex Morgan · Freelance Design Services","size":"default"},{"id":"amountCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["amountLabel","amountDue","currencyNote"]},{"id":"amountLabel","component":"TextContent","text":"Amount due","size":"small"},{"id":"amountDue","component":"Heading","text":"$2,450.00","level":"h2"},{"id":"currencyNote","component":"TextContent","text":"USD","size":"small"},{"id":"dueDateCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["dueDateLabel","dueDate"]},{"id":"dueDateLabel","component":"TextContent","text":"Due date","size":"small"},{"id":"dueDate","component":"TextContent","text":"September 15, 2026","size":"large-heavy"},{"id":"paymentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["paymentHeading","paymentDescription","payNowButton"]},{"id":"paymentHeading","component":"Heading","text":"Ready to pay?","level":"h3"},{"id":"paymentDescription","component":"TextContent","text":"Securely pay this invoice online.","size":"default"},{"id":"payNowButton","component":"Button","label":"Pay now · $2,450.00 USD","variant":"primary","size":"large","action":["pay_invoice"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r3.txt
new file mode 100644
index 000000000..ba93094f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["invoice-card"]},{"id":"invoice-card","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","divider","amount-section","due-callout","payment-actions"]},{"id":"header","component":"CardHeader","title":"Invoice from Alex Morgan","subtitle":"Invoice #INV-1048 · Design services"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"amount-section","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["amount-label","amount-value"]},{"id":"amount-label","component":"TextContent","text":"Amount due","size":"small"},{"id":"amount-value","component":"Heading","text":"USD 2,450.00","level":"h1"},{"id":"due-callout","component":"Callout","variant":"warning","title":"Due date: September 15, 2026","description":"Please complete payment by the due date to avoid any delay."},{"id":"payment-actions","component":"Buttons","direction":"row","buttons":["pay-now"]},{"id":"pay-now","component":"Button","label":"Pay now","variant":"primary","size":"large","action":[{"type":"pay_invoice","invoiceId":"INV-1048","amount":2450,"currency":"USD"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r4.txt
new file mode 100644
index 000000000..9e58647e6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-invoice__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"freelancer-invoice","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Invoice"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"freelancer-invoice","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["invoiceHeader","amountCard","dueCard","payNow"]},{"id":"invoiceHeader","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Invoice","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Freelance services · Payment requested","size":"default"},{"id":"amountCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["amountLabel","amountDue","currencyNote"]},{"id":"amountLabel","component":"TextContent","text":"Amount due","size":"small"},{"id":"amountDue","component":"Heading","text":"USD 2,450.00","level":"h2"},{"id":"currencyNote","component":"TextContent","text":"Currency: United States Dollar (USD)","size":"small"},{"id":"dueCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["dueLabel","dueDate"]},{"id":"dueLabel","component":"TextContent","text":"Due date","size":"small"},{"id":"dueDate","component":"TextContent","text":"September 15, 2026","size":"large-heavy"},{"id":"payNow","component":"Button","label":"Pay now","variant":"primary","size":"large","accessibility":{"label":"Pay invoice now","description":"Pay USD 2,450.00 before September 15, 2026"}}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r1.txt
new file mode 100644
index 000000000..fbd842fb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","meeting-details","separator","attendees-title","attendees","join-button"]},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"meeting-details","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["meeting-title","meeting-time"]},{"id":"meeting-title","component":"Heading","text":"Weekly Product Sync","level":"h2"},{"id":"meeting-time","component":"TextContent","text":"Today · 10:30 AM–11:00 AM","size":"large-heavy"},{"id":"separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-title","component":"TextContent","text":"Attending","size":"small-heavy"},{"id":"attendees","component":"TagBlock","tags":["You","Maya Chen","Jordan Lee","Priya Shah","Alex Morgan"]},{"id":"join-button","component":"Button","label":"Join call","variant":"primary","size":"large","action":["join_meeting"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r2.txt
new file mode 100644
index 000000000..c756d7e72
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","meeting-card"]},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"meeting-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["meeting-title","meeting-time","divider","attendees-heading","attendees","join-button"]},{"id":"meeting-title","component":"Heading","text":"Weekly Product Sync","level":"h2"},{"id":"meeting-time","component":"TextContent","text":"Today · 10:30 AM–11:00 AM","size":"large"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"TextContent","text":"Attending","size":"small-heavy"},{"id":"attendees","component":"TagBlock","tags":["You","Avery Chen","Jordan Patel","Morgan Lee","Sam Rivera"]},{"id":"join-button","component":"Button","label":"Join call","variant":"primary","size":"large","action":["join_meeting"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r3.txt
new file mode 100644
index 000000000..9176a3aed
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","event-title","start-time","divider","attendees-heading","attendees","join-button"]},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"event-title","component":"Heading","level":"h2","text":"Product Planning Sync"},{"id":"start-time","component":"TextContent","size":"large-heavy","text":"Today · 10:30 AM–11:00 AM"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","level":"h3","text":"Attending"},{"id":"attendees","component":"TagBlock","tags":["You","Maya Chen","Jordan Lee","Priya Shah"]},{"id":"join-button","component":"Button","label":"Join call","variant":"primary","size":"large","action":["join_meeting"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r4.txt
new file mode 100644
index 000000000..0634cc173
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-meeting__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"next-calendar-event","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Calendar"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"next-calendar-event","components":[{"id":"root","component":"Card","variant":"card","direction":"column","gap":"l","children":["header","meeting-title","meeting-time","divider","attendees-heading","attendees","join-button"]},{"id":"header","component":"CardHeader","title":"Up next","subtitle":"Your next calendar event"},{"id":"meeting-title","component":"Heading","text":"Weekly Product Sync","level":"h2"},{"id":"meeting-time","component":"TextContent","text":"Today · 10:30 AM–11:00 AM","size":"large-heavy"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"attendees-heading","component":"Heading","text":"Attending","level":"h3"},{"id":"attendees","component":"TagBlock","tags":["Maya Chen","Jordan Lee","Sam Patel","You"]},{"id":"join-button","component":"Button","label":"Join call","variant":"primary","size":"large","action":["join_meeting"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..1fdac9841
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Product Newsletter"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["title","description","signupForm"]},{"id":"title","component":"Heading","text":"Get the weekly product newsletter","level":"h1"},{"id":"description","component":"TextContent","text":"Every week, get practical product insights, new feature highlights, and curated ideas delivered straight to your inbox.","size":"large"},{"id":"signupForm","component":"Form","name":"newsletterSignup","fields":["emailControl"],"buttons":"signupButtons"},{"id":"emailControl","component":"FormControl","label":"Email address","hint":"We’ll only use your email for the weekly newsletter.","input":"emailInput"},{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":["required","email"]},{"id":"signupButtons","component":"Buttons","direction":"row","buttons":["subscribeButton"]},{"id":"subscribeButton","component":"Button","label":"Subscribe","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..175d06d0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Product Newsletter"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","align":"stretch","children":["header","signup-form"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["title","description"]},{"id":"title","component":"Heading","level":"h1","text":"The Weekly Product Brief"},{"id":"description","component":"TextContent","size":"large","text":"Get a concise weekly roundup of product launches, practical insights, and ideas to help you build better products."},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"signup-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","hint":"We’ll send one helpful email each week.","input":"email-input"},{"id":"email-input","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":["required","email"]},{"id":"signup-buttons","component":"Buttons","direction":"row","buttons":["subscribe-button"]},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..9e77fe48d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Weekly Product Newsletter"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","align":"stretch","justify":"center","children":["header","signup-form"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"s","align":"start","children":["title","description"]},{"id":"title","component":"Heading","level":"h1","text":"Stay ahead of what’s next"},{"id":"description","component":"TextContent","size":"large","text":"Get a concise weekly roundup of product launches, practical tips, and the ideas shaping what we build next."},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"form-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","hint":"We’ll send the newsletter once a week.","input":"email-input"},{"id":"email-input","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":[{"required":true},{"email":true}]},{"id":"form-buttons","component":"Buttons","direction":"row","buttons":["subscribe-button"]},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","size":"large","action":[{"type":"submit","form":"newsletter-signup"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..3bba88c1e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-newsletter__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"weekly-product-newsletter-signup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Product Newsletter"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"weekly-product-newsletter-signup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["header","signup-form"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["title","description"]},{"id":"title","component":"Heading","text":"The Weekly Product Brief","level":"h1"},{"id":"description","component":"TextContent","text":"Get a concise weekly roundup of product launches, practical insights, and the ideas shaping what to build next.","size":"large"},{"id":"signup-form","component":"Form","name":"newsletter-signup","fields":["email-control"],"buttons":"signup-buttons"},{"id":"email-control","component":"FormControl","label":"Email address","hint":"We’ll send the newsletter once a week.","input":"email-input"},{"id":"email-input","component":"Input","name":"email","type":"email","placeholder":"you@example.com","rules":["required","email"]},{"id":"signup-buttons","component":"Buttons","direction":"row","buttons":["subscribe-button"]},{"id":"subscribe-button","component":"Button","label":"Subscribe","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r1.txt
new file mode 100644
index 000000000..73533641a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery tracking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","status-card","eta-card","problem-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Track your delivery","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Order #DLV-48291","size":"default"},{"id":"status-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["status-heading","current-location","location-details"]},{"id":"status-heading","component":"CardHeader","title":"Package location","subtitle":"Live delivery status"},{"id":"current-location","component":"TextContent","text":"**Out for delivery** — your package is with the local courier.","size":"large-heavy"},{"id":"location-details","component":"TextContent","text":"Last scanned at the Downtown Distribution Center · 9:42 AM","size":"small"},{"id":"eta-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["eta-heading","eta-date","eta-details"]},{"id":"eta-heading","component":"CardHeader","title":"Estimated delivery"},{"id":"eta-date","component":"TextContent","text":"Today, August 18","size":"large-heavy"},{"id":"eta-details","component":"TextContent","text":"Expected between 2:00 PM and 6:00 PM","size":"small"},{"id":"problem-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["problem-heading","problem-description","report-button"]},{"id":"problem-heading","component":"Heading","text":"Having an issue?","level":"h3"},{"id":"problem-description","component":"TextContent","text":"Report a missing, damaged, delayed, or incorrectly delivered package.","size":"default"},{"id":"report-button","component":"DialogBlock","triggerLabel":"Report a delivery problem","title":"Report a delivery problem","description":"Tell us what happened and our support team will help.","triggerVariant":"destructive","content":["problem-options"]},{"id":"problem-options","component":"RadioGroup","name":"delivery_issue","defaultValue":"delayed","items":["issue-delayed","issue-missing","issue-damaged","issue-wrong"]},{"id":"issue-delayed","component":"RadioItem","label":"Delivery is delayed","description":"The package has not arrived as expected.","value":"delayed"},{"id":"issue-missing","component":"RadioItem","label":"Package is missing","description":"Marked delivered, but you cannot find it.","value":"missing"},{"id":"issue-damaged","component":"RadioItem","label":"Package is damaged","description":"The contents or packaging arrived damaged.","value":"damaged"},{"id":"issue-wrong","component":"RadioItem","label":"Wrong delivery","description":"You received the wrong package or delivery.","value":"wrong"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r2.txt
new file mode 100644
index 000000000..e9bf8fe7b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracking"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","status-card","eta-card","problem-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Track your delivery","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Order #DLV-48291","size":"default"},{"id":"status-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["status-header","location-callout","status-detail"]},{"id":"status-header","component":"CardHeader","title":"Package location","subtitle":"Latest tracking update"},{"id":"location-callout","component":"Callout","variant":"info","title":"Out for delivery","description":"Your package is currently with the local delivery driver in your area."},{"id":"status-detail","component":"TextContent","text":"Last scanned today at 9:42 AM • Local delivery facility","size":"small"},{"id":"eta-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["eta-header","eta-text","eta-progress"]},{"id":"eta-header","component":"CardHeader","title":"Estimated delivery","subtitle":"Today, August 18"},{"id":"eta-text","component":"TextContent","text":"Expected by 8:00 PM","size":"large-heavy"},{"id":"eta-progress","component":"Progress","value":80,"label":"Delivery progress"},{"id":"problem-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["problem-header","problem-text","report-button"]},{"id":"problem-header","component":"CardHeader","title":"Need help with this delivery?"},{"id":"problem-text","component":"TextContent","text":"Report a missing package, damaged item, incorrect address, or another delivery issue.","size":"default"},{"id":"report-button","component":"DialogBlock","triggerLabel":"Report a delivery problem","title":"Report a delivery problem","description":"Choose the issue that best describes your delivery.","triggerVariant":"destructive","content":["problem-options"]},{"id":"problem-options","component":"RadioGroup","name":"delivery_issue","items":["issue-missing","issue-damaged","issue-address","issue-other"]},{"id":"issue-missing","component":"RadioItem","label":"Package not received","description":"The tracking says delivered, but I cannot find it.","value":"missing"},{"id":"issue-damaged","component":"RadioItem","label":"Package arrived damaged","description":"The package or its contents were damaged.","value":"damaged"},{"id":"issue-address","component":"RadioItem","label":"Wrong delivery address","description":"The delivery address needs to be corrected.","value":"address"},{"id":"issue-other","component":"RadioItem","label":"Other issue","description":"Report another delivery concern.","value":"other"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r3.txt
new file mode 100644
index 000000000..c29a40f86
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery Tracking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","statusCard","deliveryCard","problemCard"]},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Order #DLV-48291"},{"id":"statusCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["statusTitle","statusCallout","locationLabel","locationText","progress"]},{"id":"statusTitle","component":"Heading","text":"Package location","level":"h2"},{"id":"statusCallout","component":"Callout","variant":"info","title":"Out for delivery","description":"Your package is with the local delivery driver."},{"id":"locationLabel","component":"TextContent","text":"**Current location**","size":"small-heavy"},{"id":"locationText","component":"TextContent","text":"Downtown Distribution Center — 2.4 miles away","size":"default"},{"id":"progress","component":"Progress","value":82,"label":"Delivery progress: 82%"},{"id":"deliveryCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["deliveryTitle","deliveryDate"]},{"id":"deliveryTitle","component":"Heading","text":"Estimated delivery","level":"h2"},{"id":"deliveryDate","component":"TextContent","text":"**Today, August 18**\nExpected by **8:00 PM**","size":"large"},{"id":"problemCard","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["problemTitle","problemText","reportButton"]},{"id":"problemTitle","component":"Heading","text":"Having an issue?","level":"h2"},{"id":"problemText","component":"TextContent","text":"If your delivery is delayed, damaged, missing, or was delivered to the wrong place, let us know.","size":"default"},{"id":"reportButton","component":"Button","label":"Report a delivery problem","variant":"primary","type":"normal","size":"medium"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r4.txt
new file mode 100644
index 000000000..721647fe0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-order__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"delivery-tracking","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Delivery tracking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"delivery-tracking","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","statusCard","deliveryCard","problemCard"]},{"id":"header","component":"CardHeader","title":"Track your delivery","subtitle":"Order #DLV-48291"},{"id":"statusCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["statusTitle","statusText","progress"]},{"id":"statusTitle","component":"Heading","text":"Your package is on the way","level":"h2"},{"id":"statusText","component":"TextContent","text":"Current location: **Downtown Distribution Center** — out for delivery."},{"id":"progress","component":"Progress","value":78,"label":"78% through the delivery journey"},{"id":"deliveryCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["deliveryTitle","deliveryDate","deliveryNote"]},{"id":"deliveryTitle","component":"Heading","text":"Estimated delivery","level":"h3"},{"id":"deliveryDate","component":"TextContent","text":"**Today, August 18** by 8:00 PM","size":"large-heavy"},{"id":"deliveryNote","component":"TextContent","text":"Please keep your phone nearby in case the driver needs directions.","size":"small"},{"id":"problemCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["problemTitle","problemDescription","reportButton"]},{"id":"problemTitle","component":"Heading","text":"Having a delivery problem?","level":"h3"},{"id":"problemDescription","component":"TextContent","text":"Report a missing package, damaged item, incorrect address, or another delivery issue."},{"id":"reportButton","component":"DialogBlock","triggerLabel":"Report a problem","title":"Report a delivery problem","description":"Choose the issue that best describes what happened.","triggerVariant":"destructive","content":["issueText"]},{"id":"issueText","component":"TextContent","text":"A support specialist will review your report and contact you with next steps."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r1.txt
new file mode 100644
index 000000000..d91a13092
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["title","question","poll-form"]},{"id":"title","component":"Heading","text":"Team lunch poll","level":"h1"},{"id":"question","component":"TextContent","text":"Where should we go for lunch on Friday?","size":"large-heavy"},{"id":"poll-form","component":"Form","name":"team-lunch-poll","fields":["restaurant-choice"],"buttons":"poll-buttons"},{"id":"restaurant-choice","component":"FormControl","label":"Choose one restaurant","hint":"Select your preferred lunch spot.","input":"restaurant-options"},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["option-taco","option-ramen","option-pizza"]},{"id":"option-taco","component":"RadioItem","label":"Taco Verde","description":"Tacos, burritos, and fresh bowls","value":"taco-verde"},{"id":"option-ramen","component":"RadioItem","label":"Nori Ramen House","description":"Ramen, gyoza, and Japanese comfort food","value":"nori-ramen-house"},{"id":"option-pizza","component":"RadioItem","label":"Piazza Slice","description":"Wood-fired pizza, salads, and sandwiches","value":"piazza-slice"},{"id":"poll-buttons","component":"Buttons","buttons":["submit-vote"]},{"id":"submit-vote","component":"Button","label":"Cast my vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r2.txt
new file mode 100644
index 000000000..f4a3cb653
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","question","options","note"]},{"id":"header","component":"CardHeader","title":"Team lunch poll","subtitle":"Vote for your Friday lunch spot"},{"id":"question","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h2"},{"id":"options","component":"RadioGroup","name":"friday-lunch","items":["option-tacos","option-sushi","option-pizza"]},{"id":"option-tacos","component":"RadioItem","label":"Taco Verde","description":"Casual Mexican • 10-minute walk","value":"taco-verde"},{"id":"option-sushi","component":"RadioItem","label":"Sakura Sushi","description":"Japanese • Vegetarian-friendly","value":"sakura-sushi"},{"id":"option-pizza","component":"RadioItem","label":"Piazza Pizza","description":"Wood-fired pizza • Outdoor seating","value":"piazza-pizza"},{"id":"note","component":"TextContent","text":"Choose one restaurant to cast your vote.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r3.txt
new file mode 100644
index 000000000..717868a46
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","question","poll-form"]},{"id":"header","component":"CardHeader","title":"Team lunch poll","subtitle":"Cast your vote for Friday’s lunch."},{"id":"question","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h2"},{"id":"poll-form","component":"Form","name":"team-lunch-vote","fields":["restaurant-choice"],"buttons":"vote-buttons"},{"id":"restaurant-choice","component":"FormControl","label":"Choose one restaurant","hint":"You can select one option.","input":"restaurant-options"},{"id":"restaurant-options","component":"RadioGroup","name":"restaurant","items":["option-sakura","option-verde","option-smokestack"]},{"id":"option-sakura","component":"RadioItem","label":"Sakura Sushi","description":"Fresh sushi, ramen, and vegetarian rolls.","value":"sakura-sushi"},{"id":"option-verde","component":"RadioItem","label":"Verde Kitchen","description":"Salads, grain bowls, and sandwiches.","value":"verde-kitchen"},{"id":"option-smokestack","component":"RadioItem","label":"Smokestack BBQ","description":"Barbecue plates, sandwiches, and sides.","value":"smokestack-bbq"},{"id":"vote-buttons","component":"Buttons","buttons":["submit-vote"]},{"id":"submit-vote","component":"Button","label":"Submit vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r4.txt
new file mode 100644
index 000000000..4dabe4db6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-poll__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"team-lunch-poll","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Team Lunch Poll"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"team-lunch-poll","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["title","subtitle","poll-card"]},{"id":"title","component":"Heading","text":"Where should we go for lunch on Friday?","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Choose one restaurant for the team lunch.","size":"default"},{"id":"poll-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["restaurant-options","vote-buttons"]},{"id":"restaurant-options","component":"RadioGroup","name":"lunch-restaurant","defaultValue":"green-garden","items":["option-green-garden","option-taco-cielo","option-noodle-house"]},{"id":"option-green-garden","component":"RadioItem","label":"Green Garden Bistro","description":"Fresh salads, sandwiches, and vegetarian options","value":"green-garden"},{"id":"option-taco-cielo","component":"RadioItem","label":"Taco Cielo","description":"Street tacos, bowls, and shareable chips","value":"taco-cielo"},{"id":"option-noodle-house","component":"RadioItem","label":"Noodle House","description":"Ramen, stir-fry noodles, and dumplings","value":"noodle-house"},{"id":"vote-buttons","component":"Buttons","direction":"row","buttons":["submit-vote"]},{"id":"submit-vote","component":"Button","label":"Cast my vote","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r1.txt
new file mode 100644
index 000000000..c6f35e28b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["profile-header","bio-card","message-card"]},{"id":"profile-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["person-name","person-role"]},{"id":"person-name","component":"Heading","text":"Jordan Lee","level":"h1"},{"id":"person-role","component":"TextContent","text":"Senior Product Designer","size":"large"},{"id":"bio-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["bio-title","bio-text"]},{"id":"bio-title","component":"Heading","text":"About Jordan","level":"h2"},{"id":"bio-text","component":"TextContent","text":"Jordan leads product design for internal tools and customer-facing experiences. They enjoy turning complex workflows into clear, thoughtful interfaces and collaborating across teams.","size":"default"},{"id":"message-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["message-title","message-form"]},{"id":"message-title","component":"Heading","text":"Send Jordan a message","level":"h2"},{"id":"message-form","component":"Form","name":"message-jordan","fields":["message-field"],"buttons":"message-buttons"},{"id":"message-field","component":"FormControl","label":"Message","hint":"Your message will be sent to Jordan Lee.","input":"message-input"},{"id":"message-input","component":"TextArea","name":"message","placeholder":"Write a message…","rows":5},{"id":"message-buttons","component":"Buttons","direction":"row","buttons":["send-button"]},{"id":"send-button","component":"Button","label":"Send message","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r2.txt
new file mode 100644
index 000000000..f0bceabf5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["profile-header","bio-card","message-card"]},{"id":"profile-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["person-name","person-role"]},{"id":"person-name","component":"Heading","text":"Jordan Lee","level":"h1"},{"id":"person-role","component":"TextContent","text":"Senior Product Designer","size":"large"},{"id":"bio-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["bio-title","bio-text"]},{"id":"bio-title","component":"Heading","text":"About Jordan","level":"h2"},{"id":"bio-text","component":"TextContent","text":"Jordan designs thoughtful, accessible product experiences for teams across the company. They enjoy turning complex workflows into simple, human-centered tools.","size":"default"},{"id":"message-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["message-title","message-form"]},{"id":"message-title","component":"Heading","text":"Send Jordan a message","level":"h2"},{"id":"message-form","component":"Form","name":"send-message","fields":["message-control"],"buttons":"message-buttons"},{"id":"message-control","component":"FormControl","label":"Message","hint":"Your message will be sent to Jordan Lee.","input":"message-input"},{"id":"message-input","component":"TextArea","name":"message","placeholder":"Write a message to Jordan…","rows":5},{"id":"message-buttons","component":"Buttons","direction":"row","buttons":["send-button"]},{"id":"send-button","component":"Button","label":"Send message","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r3.txt
new file mode 100644
index 000000000..f21f44be4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"company-directory-person","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Company Directory"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"company-directory-person","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["profile-header","bio-card","message-card"]},{"id":"profile-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["person-name","person-role"]},{"id":"person-name","component":"Heading","text":"Jordan Lee","level":"h1"},{"id":"person-role","component":"TextContent","text":"Senior Product Designer","size":"large"},{"id":"bio-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["bio-heading","bio-text"]},{"id":"bio-heading","component":"Heading","text":"About Jordan","level":"h3"},{"id":"bio-text","component":"TextContent","text":"Jordan designs clear, inclusive product experiences for teams across the company. They enjoy turning complex workflows into simple, thoughtful tools and are always happy to collaborate on customer-focused ideas.","size":"default"},{"id":"message-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["message-heading","message-form"]},{"id":"message-heading","component":"Heading","text":"Send Jordan a message","level":"h3"},{"id":"message-form","component":"Form","name":"message-jordan","fields":["message-field"],"buttons":"message-buttons"},{"id":"message-field","component":"FormControl","label":"Your message","hint":"Jordan will receive your note in their company inbox.","input":"message-input"},{"id":"message-input","component":"TextArea","name":"message","placeholder":"Write a message to Jordan…","rows":5},{"id":"message-buttons","component":"Buttons","direction":"row","buttons":["send-message"]},{"id":"send-message","component":"Button","label":"Send message","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r4.txt
new file mode 100644
index 000000000..b29471482
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-profile__r4.txt
@@ -0,0 +1,157 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "company-directory-person",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Company Directory"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "company-directory-person",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "profile-card",
+          "message-card"
+        ]
+      },
+      {
+        "id": "profile-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "profile-header",
+          "profile-role",
+          "bio-heading",
+          "bio-text"
+        ]
+      },
+      {
+        "id": "profile-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "children": [
+          "avatar",
+          "person-name"
+        ]
+      },
+      {
+        "id": "avatar",
+        "component": "Avatar",
+        "fallback": "AM",
+        "alt": "Avery Morgan"
+      },
+      {
+        "id": "person-name",
+        "component": "Heading",
+        "text": "Avery Morgan",
+        "level": "h1"
+      },
+      {
+        "id": "profile-role",
+        "component": "TextContent",
+        "text": "Senior Product Designer · Product Design",
+        "size": "large"
+      },
+      {
+        "id": "bio-heading",
+        "component": "Heading",
+        "text": "About Avery",
+        "level": "h3"
+      },
+      {
+        "id": "bio-text",
+        "component": "TextContent",
+        "text": "Avery designs clear, inclusive experiences for teams building complex products. They partner closely with research and engineering to turn customer insights into practical, polished solutions."
+      },
+      {
+        "id": "message-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "message-heading",
+          "message-form"
+        ]
+      },
+      {
+        "id": "message-heading",
+        "component": "Heading",
+        "text": "Send Avery a message",
+        "level": "h2"
+      },
+      {
+        "id": "message-form",
+        "component": "Form",
+        "name": "send-message",
+        "fields": [
+          "subject-control",
+          "message-control"
+        ],
+        "buttons": "message-buttons"
+      },
+      {
+        "id": "subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "hint": "Briefly describe what you’d like to discuss.",
+        "input": "subject-input"
+      },
+      {
+        "id": "subject-input",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "Project question"
+      },
+      {
+        "id": "message-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "message-input"
+      },
+      {
+        "id": "message-input",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Write your message to Avery...",
+        "rows": 5
+      },
+      {
+        "id": "message-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-button"
+        ]
+      },
+      {
+        "id": "send-button",
+        "component": "Button",
+        "label": "Send message",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r1.txt
new file mode 100644
index 000000000..b0529c116
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop dashboard"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-checkin","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","revenue-card","comparison-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Mid-morning check-in","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Today’s sales performance as of 10:30 AM.","size":"default"},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenue-label","revenue-value","revenue-note"]},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$1,284.50","level":"h2"},{"id":"revenue-note","component":"TextContent","text":"As of 10:30 AM","size":"small"},{"id":"comparison-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["comparison-label","comparison-value","comparison-detail"]},{"id":"comparison-label","component":"TextContent","text":"Compared with the same time yesterday","size":"small-heavy"},{"id":"comparison-value","component":"TextContent","text":"↑ $216.75 · 20.3% ahead","size":"large-heavy"},{"id":"comparison-detail","component":"TextContent","text":"Yesterday at 10:30 AM: $1,067.75","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r2.txt
new file mode 100644
index 000000000..aa4ec65fe
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Check-in"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-checkin","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","revenue-card","comparison-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Mid-morning check-in","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Today’s sales performance at a glance","size":"default"},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenue-label","revenue-value","revenue-note"]},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$1,284.50","level":"h2"},{"id":"revenue-note","component":"TextContent","text":"Through 10:30 AM","size":"small"},{"id":"comparison-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["comparison-label","comparison-value","comparison-detail"]},{"id":"comparison-label","component":"TextContent","text":"Compared with the same time yesterday","size":"small-heavy"},{"id":"comparison-value","component":"TextContent","text":"↑ $186.25 (17.0%)","size":"large-heavy"},{"id":"comparison-detail","component":"TextContent","text":"Yesterday at 10:30 AM: $1,098.25","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r3.txt
new file mode 100644
index 000000000..5f825d2c7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-checkin","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","revenue-card","comparison-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Mid-morning check-in","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Today’s performance as of 10:30 AM.","size":"default"},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenue-label","revenue-value","revenue-note"]},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$2,840","level":"h2"},{"id":"revenue-note","component":"TextContent","text":"Gross sales recorded through 10:30 AM.","size":"small"},{"id":"comparison-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["comparison-label","comparison-value","comparison-detail"]},{"id":"comparison-label","component":"TextContent","text":"Compared with yesterday at this time","size":"small-heavy"},{"id":"comparison-value","component":"TextContent","text":"↑ $390 more (+15.9%)","size":"large-heavy"},{"id":"comparison-detail","component":"TextContent","text":"Yesterday’s revenue by 10:30 AM was $2,450.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r4.txt
new file mode 100644
index 000000000..da6709f49
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-revenue__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"shop-midmorning-checkin","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Shop Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"shop-midmorning-checkin","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","revenue-card","comparison-card"]},{"id":"header","component":"CardHeader","title":"Mid-morning check-in","subtitle":"Today’s sales performance so far"},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenue-label","revenue-value","revenue-note"]},{"id":"revenue-label","component":"TextContent","text":"Revenue so far today","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$1,248.60","level":"h1"},{"id":"revenue-note","component":"TextContent","text":"As of 10:30 AM","size":"small"},{"id":"comparison-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["comparison-label","comparison-value","comparison-detail"]},{"id":"comparison-label","component":"TextContent","text":"Compared with yesterday at this time","size":"small-heavy"},{"id":"comparison-value","component":"Heading","text":"↑ $186.40 (+17.5%)","level":"h2"},{"id":"comparison-detail","component":"TextContent","text":"Yesterday’s revenue by 10:30 AM was $1,062.20.","size":"default"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r1.txt
new file mode 100644
index 000000000..656af95f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r1.txt
@@ -0,0 +1,99 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "personal-focus-task",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Focus"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "personal-focus-task",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "task-card"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Your focus task",
+        "subtitle": "The most urgent item on your list"
+      },
+      {
+        "id": "task-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "urgent-label",
+          "task-title",
+          "deadline",
+          "status",
+          "divider",
+          "done-button"
+        ]
+      },
+      {
+        "id": "urgent-label",
+        "component": "Tag",
+        "text": "Most urgent",
+        "variant": "warning",
+        "size": "sm"
+      },
+      {
+        "id": "task-title",
+        "component": "Heading",
+        "text": "Submit project proposal",
+        "level": "h2"
+      },
+      {
+        "id": "deadline",
+        "component": "TextContent",
+        "text": "**Deadline:** Today, 5:00 PM",
+        "size": "default"
+      },
+      {
+        "id": "status",
+        "component": "Alert",
+        "title": "In progress",
+        "description": "This task is currently active and needs your attention.",
+        "variant": "info"
+      },
+      {
+        "id": "divider",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "done-button",
+        "component": "Button",
+        "label": "Mark as done",
+        "variant": "primary",
+        "size": "large",
+        "accessibility": {
+          "label": "Mark task as done",
+          "description": "Completes the urgent task, Submit project proposal."
+        }
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r2.txt
new file mode 100644
index 000000000..855485bf7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-focus-task","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Focus"},"sendDataModel":false}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-focus-task","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["header","task-card"]},{"id":"header","component":"CardHeader","title":"Your focus","subtitle":"One task at a time"},{"id":"task-card","component":"Card","variant":"card","direction":"column","gap":"m","align":"stretch","children":["task-title","deadline","status","divider","complete-button"]},{"id":"task-title","component":"Heading","level":"h2","text":"Submit the quarterly budget review"},{"id":"deadline","component":"TextCallout","variant":"warning","title":"Deadline: Today, 5:00 PM","description":"This is your most urgent task."},{"id":"status","component":"Tag","text":"In progress","variant":"info","size":"md"},{"id":"divider","component":"Separator","orientation":"horizontal","decorative":true},{"id":"complete-button","component":"Button","label":"Mark as done","variant":"primary","size":"large","action":[{"type":"submit","taskId":"urgent-task","status":"done"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r3.txt
new file mode 100644
index 000000000..410c14b03
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r3.txt
@@ -0,0 +1,110 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "personal-focus-task",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Focus"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "personal-focus-task",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-title",
+          "focus-card"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Your focus",
+        "level": "h1"
+      },
+      {
+        "id": "focus-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "card-header",
+          "task-title",
+          "deadline-callout",
+          "status-row",
+          "mark-done"
+        ]
+      },
+      {
+        "id": "card-header",
+        "component": "CardHeader",
+        "title": "Most urgent task",
+        "subtitle": "Keep your attention on one next step."
+      },
+      {
+        "id": "task-title",
+        "component": "Heading",
+        "text": "Submit the quarterly project report",
+        "level": "h2"
+      },
+      {
+        "id": "deadline-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Deadline: Today at 5:00 PM",
+        "description": "Due in 3 hours."
+      },
+      {
+        "id": "status-row",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "status-label",
+          "status-badge"
+        ]
+      },
+      {
+        "id": "status-label",
+        "component": "TextContent",
+        "text": "Current status",
+        "size": "default"
+      },
+      {
+        "id": "status-badge",
+        "component": "Badge",
+        "text": "In progress",
+        "variant": "secondary"
+      },
+      {
+        "id": "mark-done",
+        "component": "Button",
+        "label": "Mark as done",
+        "variant": "primary",
+        "size": "large",
+        "accessibility": {
+          "label": "Mark task as done",
+          "description": "Completes the urgent task Submit the quarterly project report."
+        }
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r4.txt
new file mode 100644
index 000000000..44203cc9e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-task__r4.txt
@@ -0,0 +1,119 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "personal-focus-task",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Focus"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "personal-focus-task",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-title",
+          "focus-card"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Your focus",
+        "level": "h1"
+      },
+      {
+        "id": "focus-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "urgent-label",
+          "task-title",
+          "deadline-callout",
+          "status-row",
+          "divider",
+          "done-button"
+        ]
+      },
+      {
+        "id": "urgent-label",
+        "component": "Badge",
+        "text": "Most urgent",
+        "variant": "destructive"
+      },
+      {
+        "id": "task-title",
+        "component": "Heading",
+        "text": "Submit project proposal",
+        "level": "h2"
+      },
+      {
+        "id": "deadline-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Deadline: Today at 5:00 PM",
+        "description": "Prioritize this task before moving on to anything else."
+      },
+      {
+        "id": "status-row",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "status-label",
+          "status-badge"
+        ]
+      },
+      {
+        "id": "status-label",
+        "component": "TextContent",
+        "text": "Current status",
+        "size": "small-heavy"
+      },
+      {
+        "id": "status-badge",
+        "component": "Badge",
+        "text": "In progress",
+        "variant": "secondary"
+      },
+      {
+        "id": "divider",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "done-button",
+        "component": "Button",
+        "label": "Mark as done",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          {
+            "type": "markTaskDone",
+            "taskId": "submit-project-proposal"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r1.txt
new file mode 100644
index 000000000..0a517c70d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptime-card","incident-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Platform Status","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Current API availability and latest incident information.","size":"default"},{"id":"uptime-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["uptime-header","uptime-value","uptime-progress","uptime-note"]},{"id":"uptime-header","component":"Heading","text":"API uptime — this month","level":"h2"},{"id":"uptime-value","component":"TextContent","text":"99.98%","size":"large-heavy"},{"id":"uptime-progress","component":"Progress","value":99.98,"label":"Monthly API uptime: 99.98%"},{"id":"uptime-note","component":"TextContent","text":"The API is operating normally.","size":"small"},{"id":"incident-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["incident-header","incident-status","incident-summary"]},{"id":"incident-header","component":"Heading","text":"Most recent incident","level":"h2"},{"id":"incident-status","component":"Tag","text":"Resolved","variant":"success","size":"md"},{"id":"incident-summary","component":"TextContent","text":"A brief period of elevated API error rates affected a subset of requests. The issue was resolved on August 17, 2026 at 14:32 UTC.","size":"default"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r2.txt
new file mode 100644
index 000000000..8f463b2e9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r2.txt
@@ -0,0 +1,127 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "platform-status",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Platform Status"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "platform-status",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "uptime-card",
+          "incident-card"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Platform status",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Current API reliability and recent incident updates.",
+        "size": "default"
+      },
+      {
+        "id": "uptime-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "uptime-header",
+          "uptime-value",
+          "uptime-progress",
+          "uptime-note"
+        ]
+      },
+      {
+        "id": "uptime-header",
+        "component": "CardHeader",
+        "title": "API uptime — this month",
+        "subtitle": "August 2026"
+      },
+      {
+        "id": "uptime-value",
+        "component": "TextContent",
+        "text": "99.98%",
+        "size": "large-heavy"
+      },
+      {
+        "id": "uptime-progress",
+        "component": "Progress",
+        "value": 99.98,
+        "label": "99.98% uptime"
+      },
+      {
+        "id": "uptime-note",
+        "component": "TextContent",
+        "text": "The API is currently operational.",
+        "size": "small"
+      },
+      {
+        "id": "incident-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "incident-header",
+          "incident-alert",
+          "incident-details"
+        ]
+      },
+      {
+        "id": "incident-header",
+        "component": "CardHeader",
+        "title": "Most recent incident",
+        "subtitle": "Resolved"
+      },
+      {
+        "id": "incident-alert",
+        "component": "Alert",
+        "variant": "success",
+        "title": "API latency increase resolved",
+        "description": "A subset of API requests experienced elevated latency during a database failover."
+      },
+      {
+        "id": "incident-details",
+        "component": "TextContent",
+        "text": "Resolved on August 17, 2026 at 14:32 UTC. Service performance has returned to normal.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r3.txt
new file mode 100644
index 000000000..70b8b780b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptime-card","incident-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Platform Status","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live reliability overview for the platform team.","size":"default"},{"id":"uptime-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["uptime-header","uptime-value","uptime-detail","uptime-progress"]},{"id":"uptime-header","component":"CardHeader","title":"API uptime this month","subtitle":"Current month-to-date availability"},{"id":"uptime-value","component":"Heading","text":"99.98%","level":"h2"},{"id":"uptime-detail","component":"TextContent","text":"The API has remained operational for 99.98% of this month.","size":"default"},{"id":"uptime-progress","component":"Progress","value":99.98,"label":"Monthly API uptime"},{"id":"incident-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["incident-header","incident-status","incident-note"]},{"id":"incident-header","component":"CardHeader","title":"Most recent incident","subtitle":"Resolved"},{"id":"incident-status","component":"Badge","text":"Resolved","variant":"default"},{"id":"incident-note","component":"TextContent","text":"A brief increase in API error rates affected a subset of requests. Service was restored and the incident was resolved on August 18, 2026 at 14:32 UTC.","size":"default"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r4.txt
new file mode 100644
index 000000000..d8f6e9fb1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-uptime__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"platform-status","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Platform Status"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"platform-status","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","uptime-card","incident-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Platform Status","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live reliability overview for the platform team.","size":"default"},{"id":"uptime-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["uptime-heading","uptime-value","uptime-detail","uptime-progress"]},{"id":"uptime-heading","component":"Heading","text":"API uptime this month","level":"h2"},{"id":"uptime-value","component":"TextContent","text":"99.98%","size":"large-heavy"},{"id":"uptime-detail","component":"TextContent","text":"The API has remained available for 99.98% of the current month.","size":"small"},{"id":"uptime-progress","component":"Progress","value":99.98,"label":"Monthly API uptime"},{"id":"incident-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["incident-heading","incident-status","incident-note"]},{"id":"incident-heading","component":"Heading","text":"Most recent incident","level":"h2"},{"id":"incident-status","component":"Badge","text":"Resolved","variant":"default"},{"id":"incident-note","component":"TextContent","text":"Elevated API error rates affected a subset of requests. The issue was resolved on August 17, 2026 at 14:32 UTC after traffic was shifted away from the impacted service.","size":"default"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r1.txt
new file mode 100644
index 000000000..4d92e8972
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r1.txt
@@ -0,0 +1,194 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "bengaluru-morning-weather",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Morning Weather"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "bengaluru-morning-weather",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "currentWeather",
+          "outlook",
+          "sunTimes"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Good morning, Bengaluru",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Your weather brief for today"
+      },
+      {
+        "id": "currentWeather",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "currentHeader",
+          "temperature",
+          "condition",
+          "feelsLike"
+        ]
+      },
+      {
+        "id": "currentHeader",
+        "component": "CardHeader",
+        "title": "Current conditions",
+        "subtitle": "Bengaluru • This morning"
+      },
+      {
+        "id": "temperature",
+        "component": "TextContent",
+        "text": "24°C",
+        "size": "large-heavy"
+      },
+      {
+        "id": "condition",
+        "component": "TextContent",
+        "text": "Partly cloudy"
+      },
+      {
+        "id": "feelsLike",
+        "component": "TextContent",
+        "text": "Feels like 25°C • Humidity 72% • Light breeze",
+        "size": "small"
+      },
+      {
+        "id": "outlook",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "outlookHeader",
+          "forecastTable"
+        ]
+      },
+      {
+        "id": "outlookHeader",
+        "component": "CardHeader",
+        "title": "3-day outlook",
+        "subtitle": "A mild week with a chance of afternoon showers"
+      },
+      {
+        "id": "forecastTable",
+        "component": "Table",
+        "columns": [
+          "dayColumn",
+          "conditionColumn",
+          "highColumn",
+          "lowColumn"
+        ]
+      },
+      {
+        "id": "dayColumn",
+        "component": "Col",
+        "label": "Day",
+        "data": [
+          "Today",
+          "Tomorrow",
+          "Thursday"
+        ]
+      },
+      {
+        "id": "conditionColumn",
+        "component": "Col",
+        "label": "Conditions",
+        "data": [
+          "Partly cloudy",
+          "Light showers",
+          "Mostly sunny"
+        ]
+      },
+      {
+        "id": "highColumn",
+        "component": "Col",
+        "label": "High",
+        "type": "number",
+        "data": [
+          29,
+          28,
+          30
+        ]
+      },
+      {
+        "id": "lowColumn",
+        "component": "Col",
+        "label": "Low",
+        "type": "number",
+        "data": [
+          20,
+          21,
+          20
+        ]
+      },
+      {
+        "id": "sunTimes",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "sunHeader",
+          "sunrise",
+          "sunset"
+        ]
+      },
+      {
+        "id": "sunHeader",
+        "component": "CardHeader",
+        "title": "Sun times",
+        "subtitle": "Bengaluru, today"
+      },
+      {
+        "id": "sunrise",
+        "component": "TextContent",
+        "text": "Sunrise  •  6:07 AM",
+        "size": "large"
+      },
+      {
+        "id": "sunset",
+        "component": "TextContent",
+        "text": "Sunset  •  6:35 PM",
+        "size": "large"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r2.txt
new file mode 100644
index 000000000..1d4ea196f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"morning-weather-brief","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"morning-weather-brief","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","current-card","outlook-card","sun-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Bengaluru","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Your weather brief for today","size":"default"},{"id":"current-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["current-heading","current-temp","current-condition","current-details"]},{"id":"current-heading","component":"Heading","text":"Current conditions","level":"h2"},{"id":"current-temp","component":"TextContent","text":"24°C","size":"large-heavy"},{"id":"current-condition","component":"TextContent","text":"Partly cloudy","size":"large"},{"id":"current-details","component":"TextContent","text":"Feels like 25°C · Humidity 68% · Light breeze from the west","size":"small"},{"id":"outlook-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["outlook-heading","outlook-table"]},{"id":"outlook-heading","component":"Heading","text":"3-day outlook","level":"h2"},{"id":"outlook-table","component":"Table","columns":["day-col","condition-col","high-col","low-col"]},{"id":"day-col","component":"Col","label":"Day","data":["Today","Tomorrow","Thursday"],"type":"string"},{"id":"condition-col","component":"Col","label":"Outlook","data":["Partly cloudy","Scattered showers","Mostly sunny"],"type":"string"},{"id":"high-col","component":"Col","label":"High","data":["28°C","27°C","29°C"],"type":"string"},{"id":"low-col","component":"Col","label":"Low","data":["20°C","21°C","20°C"],"type":"string"},{"id":"sun-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["sun-heading","sun-times"]},{"id":"sun-heading","component":"Heading","text":"Sunrise & sunset","level":"h2"},{"id":"sun-times","component":"TextContent","text":"Sunrise 6:09 AM  ·  Sunset 6:35 PM","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r3.txt
new file mode 100644
index 000000000..3746cc004
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"morning-weather-brief","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Weather Brief"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"morning-weather-brief","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["header","current-card","outlook-card","sun-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Bengaluru","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Your weather brief for today","size":"default"},{"id":"current-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["current-header","current-temp","current-condition","current-details"]},{"id":"current-header","component":"CardHeader","title":"Current conditions","subtitle":"Bengaluru · Now"},{"id":"current-temp","component":"Heading","text":"24°C","level":"h2"},{"id":"current-condition","component":"TextContent","text":"Partly cloudy","size":"large-heavy"},{"id":"current-details","component":"TextContent","text":"Feels like 25°C · Humidity 68% · Gentle breeze","size":"small"},{"id":"outlook-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["outlook-header","outlook-table"]},{"id":"outlook-header","component":"CardHeader","title":"3-day outlook","subtitle":"Plan ahead with the forecast"},{"id":"outlook-table","component":"Table","columns":["day-col","condition-col","high-col","low-col"]},{"id":"day-col","component":"Col","label":"Day","data":["Today","Tomorrow","Thursday"],"type":"string"},{"id":"condition-col","component":"Col","label":"Conditions","data":["Partly cloudy","Light rain","Mostly sunny"],"type":"string"},{"id":"high-col","component":"Col","label":"High","data":["28°C","27°C","29°C"],"type":"string"},{"id":"low-col","component":"Col","label":"Low","data":["20°C","21°C","20°C"],"type":"string"},{"id":"sun-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["sun-header","sun-times"]},{"id":"sun-header","component":"CardHeader","title":"Sun times","subtitle":"Bengaluru today"},{"id":"sun-times","component":"TextContent","text":"Sunrise **6:12 AM** · Sunset **6:29 PM**","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r4.txt
new file mode 100644
index 000000000..6aa82719b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b1-weather__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"morning-weather-brief","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Morning Weather"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"morning-weather-brief","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","current-card","outlook-card","sun-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Bengaluru","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Your weather brief for today","size":"default"},{"id":"current-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["current-header","current-temp","current-condition","current-detail"]},{"id":"current-header","component":"CardHeader","title":"Current conditions","subtitle":"Bengaluru · 8:00 AM"},{"id":"current-temp","component":"Heading","text":"24°C","level":"h2"},{"id":"current-condition","component":"Tag","text":"Partly cloudy","variant":"info","size":"lg"},{"id":"current-detail","component":"TextContent","text":"Feels like 25°C · Humidity 68% · Light breeze from the west","size":"small"},{"id":"outlook-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["outlook-header","outlook-table"]},{"id":"outlook-header","component":"CardHeader","title":"3-day outlook","subtitle":"A mild, mostly dry stretch ahead"},{"id":"outlook-table","component":"Table","columns":["day-col","condition-col","high-col","low-col"]},{"id":"day-col","component":"Col","label":"Day","type":"string","data":["Today","Tuesday","Wednesday"]},{"id":"condition-col","component":"Col","label":"Conditions","type":"string","data":["Partly cloudy","Sunny intervals","Light showers"]},{"id":"high-col","component":"Col","label":"High","type":"string","data":["28°C","29°C","27°C"]},{"id":"low-col","component":"Col","label":"Low","type":"string","data":["20°C","20°C","21°C"]},{"id":"sun-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["sun-header","sun-times"]},{"id":"sun-header","component":"CardHeader","title":"Sunrise & sunset","subtitle":"Bengaluru today"},{"id":"sun-times","component":"TextContent","text":"🌅 Sunrise **6:08 AM**   ·   🌇 Sunset **6:32 PM**","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r1.txt
new file mode 100644
index 000000000..f536bb22f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["page-title","month-picker","summary-card","category-card","largest-expense-card","add-expense-button"]},{"id":"page-title","component":"Heading","text":"Personal budget check","level":"h1"},{"id":"month-picker","component":"DatePicker","name":"budget-month","mode":"single","value":["2026-08-01"]},{"id":"summary-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["summary-header","budget-progress","budget-summary-text"]},{"id":"summary-header","component":"CardHeader","title":"August 2026 spending","subtitle":"Track this month against your budget"},{"id":"budget-progress","component":"Progress","value":72,"label":"$2,160 spent of $3,000 budget"},{"id":"budget-summary-text","component":"TextContent","text":"You have **$840 remaining** this month.","size":"default"},{"id":"category-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["category-header","category-chart"]},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Where your money went this month"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food","Transport","Utilities","Entertainment","Other"],"values":[950,420,260,210,180,140],"variant":"donut","appearance":"circular"},{"id":"largest-expense-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["largest-expense-header","largest-expense-tag","largest-expense-description"]},{"id":"largest-expense-header","component":"Heading","text":"Largest expense","level":"h2"},{"id":"largest-expense-tag","component":"Tag","text":"$950 · Rent","variant":"warning","size":"lg"},{"id":"largest-expense-description","component":"TextContent","text":"Paid on August 1. This is your largest single expense this month.","size":"default"},{"id":"add-expense-button","component":"DialogBlock","triggerLabel":"Add expense","title":"Add an expense","description":"Record a new transaction for August 2026.","triggerVariant":"default","content":["expense-form"]},{"id":"expense-form","component":"Form","name":"add-expense","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"],"buttons":"expense-buttons"},{"id":"expense-name-control","component":"FormControl","label":"Expense name","input":"expense-name-input"},{"id":"expense-name-input","component":"Input","name":"expense-name","placeholder":"e.g., Grocery run","type":"text"},{"id":"expense-amount-control","component":"FormControl","label":"Amount","input":"expense-amount-input"},{"id":"expense-amount-input","component":"Input","name":"expense-amount","placeholder":"0.00","type":"number"},{"id":"expense-category-control","component":"FormControl","label":"Category","input":"expense-category-select"},{"id":"expense-category-select","component":"Select","name":"expense-category","placeholder":"Choose a category","items":["category-housing","category-food","category-transport","category-utilities","category-entertainment","category-other"]},{"id":"category-housing","component":"SelectItem","value":"housing","label":"Housing"},{"id":"category-food","component":"SelectItem","value":"food","label":"Food"},{"id":"category-transport","component":"SelectItem","value":"transport","label":"Transport"},{"id":"category-utilities","component":"SelectItem","value":"utilities","label":"Utilities"},{"id":"category-entertainment","component":"SelectItem","value":"entertainment","label":"Entertainment"},{"id":"category-other","component":"SelectItem","value":"other","label":"Other"},{"id":"expense-date-control","component":"FormControl","label":"Date","input":"expense-date-picker"},{"id":"expense-date-picker","component":"DatePicker","name":"expense-date","mode":"single","value":["2026-08-18"]},{"id":"expense-buttons","component":"Buttons","direction":"row","buttons":["save-expense-button","cancel-expense-button"]},{"id":"save-expense-button","component":"Button","label":"Save expense","variant":"primary"},{"id":"cancel-expense-button","component":"Button","label":"Cancel","variant":"secondary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r2.txt
new file mode 100644
index 000000000..9632f36b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r2.txt
@@ -0,0 +1,359 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "personal-budget-check",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#2563EB",
+        "agentDisplayName": "Budget Check"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "personal-budget-check",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "page-title",
+            "month-picker",
+            "summary-card",
+            "category-card",
+            "largest-expense-card",
+            "add-expense-form"
+          ]
+        },
+        {
+          "id": "page-title",
+          "component": "Heading",
+          "text": "Personal budget check",
+          "level": "h1"
+        },
+        {
+          "id": "month-picker",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "month-picker-title",
+            "month-select"
+          ]
+        },
+        {
+          "id": "month-picker-title",
+          "component": "TextContent",
+          "text": "Review a different month",
+          "size": "small-heavy"
+        },
+        {
+          "id": "month-select",
+          "component": "Select",
+          "name": "budget-month",
+          "placeholder": "Choose a month",
+          "value": "2026-08",
+          "items": [
+            "month-aug",
+            "month-jul",
+            "month-jun"
+          ]
+        },
+        {
+          "id": "month-aug",
+          "component": "SelectItem",
+          "value": "2026-08",
+          "label": "August 2026"
+        },
+        {
+          "id": "month-jul",
+          "component": "SelectItem",
+          "value": "2026-07",
+          "label": "July 2026"
+        },
+        {
+          "id": "month-jun",
+          "component": "SelectItem",
+          "value": "2026-06",
+          "label": "June 2026"
+        },
+        {
+          "id": "summary-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "summary-header",
+            "spent-total",
+            "budget-progress",
+            "budget-note"
+          ]
+        },
+        {
+          "id": "summary-header",
+          "component": "CardHeader",
+          "title": "August spending",
+          "subtitle": "Monthly budget overview"
+        },
+        {
+          "id": "spent-total",
+          "component": "Heading",
+          "text": "$2,340 spent of $3,000",
+          "level": "h2"
+        },
+        {
+          "id": "budget-progress",
+          "component": "Progress",
+          "value": 78,
+          "label": "78% of monthly budget used"
+        },
+        {
+          "id": "budget-note",
+          "component": "TextCallout",
+          "variant": "info",
+          "title": "$660 remaining",
+          "description": "You are on track with 13 days left in the month."
+        },
+        {
+          "id": "category-card",
+          "component": "Card",
+          "variant": "card",
+          "direction": "column",
+          "gap": "m",
+          "children": [
+            "category-header",
+            "category-chart",
+            "category-list"
+          ]
+        },
+        {
+          "id": "category-header",
+          "component": "CardHeader",
+          "title": "Spending by category",
+          "subtitle": "Where your money went this month"
+        },
+        {
+          "id": "category-chart",
+          "component": "PieChart",
+          "labels": [
+            "Housing",
+            "Food",
+            "Transport",
+            "Utilities",
+            "Fun"
+          ],
+          "values": [
+            1200,
+            460,
+            280,
+            240,
+            160
+          ],
+          "variant": "donut",
+          "appearance": "circular"
+        },
+        {
+          "id": "category-list",
+          "component": "Table",
+          "columns": [
+            "category-col",
+            "amount-col",
+            "share-col"
+          ]
+        },
+        {
+          "id": "category-col",
+          "component": "Col",
+          "label": "Category",
+          "data": [
+            "Housing",
+            "Food",
+            "Transport",
+            "Utilities",
+            "Fun"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "amount-col",
+          "component": "Col",
+          "label": "Spent",
+          "data": [
+            "$1,200",
+            "$460",
+            "$280",
+            "$240",
+            "$160"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "share-col",
+          "component": "Col",
+          "label": "Share",
+          "data": [
+            "51%",
+            "20%",
+            "12%",
+            "10%",
+            "7%"
+          ],
+          "type": "string"
+        },
+        {
+          "id": "largest-expense-card",
+          "component": "Card",
+          "variant": "sunk",
+          "direction": "column",
+          "gap": "s",
+          "children": [
+            "largest-expense-title",
+            "largest-expense-amount",
+            "largest-expense-detail"
+          ]
+        },
+        {
+          "id": "largest-expense-title",
+          "component": "TextContent",
+          "text": "Largest expense",
+          "size": "small-heavy"
+        },
+        {
+          "id": "largest-expense-amount",
+          "component": "Heading",
+          "text": "$1,200 · Rent",
+          "level": "h2"
+        },
+        {
+          "id": "largest-expense-detail",
+          "component": "TextContent",
+          "text": "Paid August 1 · Housing category",
+          "size": "small"
+        },
+        {
+          "id": "add-expense-form",
+          "component": "Form",
+          "name": "add-expense",
+          "fields": [
+            "expense-name-control",
+            "expense-amount-control",
+            "expense-category-control",
+            "expense-date-control"
+          ],
+          "buttons": "expense-buttons"
+        },
+        {
+          "id": "expense-name-control",
+          "component": "FormControl",
+          "label": "Expense name",
+          "input": "expense-name-input"
+        },
+        {
+          "id": "expense-name-input",
+          "component": "Input",
+          "name": "expense-name",
+          "placeholder": "e.g., Grocery store",
+          "type": "text"
+        },
+        {
+          "id": "expense-amount-control",
+          "component": "FormControl",
+          "label": "Amount",
+          "input": "expense-amount-input"
+        },
+        {
+          "id": "expense-amount-input",
+          "component": "Input",
+          "name": "expense-amount",
+          "placeholder": "0.00",
+          "type": "number"
+        },
+        {
+          "id": "expense-category-control",
+          "component": "FormControl",
+          "label": "Category",
+          "input": "expense-category-select"
+        },
+        {
+          "id": "expense-category-select",
+          "component": "Select",
+          "name": "expense-category",
+          "placeholder": "Choose a category",
+          "items": [
+            "cat-housing",
+            "cat-food",
+            "cat-transport",
+            "cat-utilities",
+            "cat-fun"
+          ]
+        },
+        {
+          "id": "cat-housing",
+          "component": "SelectItem",
+          "value": "housing",
+          "label": "Housing"
+        },
+        {
+          "id": "cat-food",
+          "component": "SelectItem",
+          "value": "food",
+          "label": "Food"
+        },
+        {
+          "id": "cat-transport",
+          "component": "SelectItem",
+          "value": "transport",
+          "label": "Transport"
+        },
+        {
+          "id": "cat-utilities",
+          "component": "SelectItem",
+          "value": "utilities",
+          "label": "Utilities"
+        },
+        {
+          "id": "cat-fun",
+          "component": "SelectItem",
+          "value": "fun",
+          "label": "Fun"
+        },
+        {
+          "id": "expense-date-control",
+          "component": "FormControl",
+          "label": "Date",
+          "input": "expense-date-input"
+        },
+        {
+          "id": "expense-date-input",
+          "component": "DatePicker",
+          "name": "expense-date",
+          "mode": "single"
+        },
+        {
+          "id": "expense-buttons",
+          "component": "Buttons",
+          "direction": "row",
+          "buttons": [
+            "add-expense-button"
+          ]
+        },
+        {
+          "id": "add-expense-button",
+          "component": "Button",
+          "label": "Add expense",
+          "variant": "primary",
+          "size": "medium"
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r3.txt
new file mode 100644
index 000000000..dba46aca6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["title","monthPicker","summaryCard","categoryCard","largestExpenseCard","addExpenseCard"]},{"id":"title","component":"Heading","text":"Personal budget check","level":"h1"},{"id":"monthPicker","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","children":["monthLabel","monthSelect"]},{"id":"monthLabel","component":"TextContent","text":"Viewing month","size":"small-heavy"},{"id":"monthSelect","component":"Select","name":"month","placeholder":"Select a month","value":"2026-08","items":["monthAug","monthJul","monthJun"]},{"id":"monthAug","component":"SelectItem","value":"2026-08","label":"August 2026"},{"id":"monthJul","component":"SelectItem","value":"2026-07","label":"July 2026"},{"id":"monthJun","component":"SelectItem","value":"2026-06","label":"June 2026"},{"id":"summaryCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["summaryHeader","budgetProgress","summaryText"]},{"id":"summaryHeader","component":"CardHeader","title":"This month’s spending","subtitle":"Budget progress for August 2026"},{"id":"budgetProgress","component":"Progress","value":72,"label":"$2,160 of $3,000 budget used"},{"id":"summaryText","component":"TextContent","text":"$840 remaining this month","size":"large-heavy"},{"id":"categoryCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["categoryHeader","categoryChart"]},{"id":"categoryHeader","component":"CardHeader","title":"Spending by category","subtitle":"Total spent: $2,160"},{"id":"categoryChart","component":"PieChart","labels":["Housing","Groceries","Dining","Transport","Entertainment","Other"],"values":[950,380,260,210,170,190],"variant":"donut","appearance":"circular"},{"id":"largestExpenseCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["largestHeader","largestAmount","largestDetails"]},{"id":"largestHeader","component":"CardHeader","title":"Largest expense","subtitle":"Your biggest single purchase this month"},{"id":"largestAmount","component":"TextContent","text":"$950.00 · Monthly rent","size":"large-heavy"},{"id":"largestDetails","component":"TextContent","text":"Paid August 1 · Housing category","size":"small"},{"id":"addExpenseCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["addExpenseHeader","expenseForm","expenseButtons"]},{"id":"addExpenseHeader","component":"CardHeader","title":"Add an expense","subtitle":"Record a new purchase for this month"},{"id":"expenseForm","component":"Form","name":"add-expense","fields":["expenseNameControl","expenseAmountControl","expenseCategoryControl","expenseDateControl"],"buttons":"expenseButtons"},{"id":"expenseNameControl","component":"FormControl","label":"Expense name","input":"expenseNameInput"},{"id":"expenseNameInput","component":"Input","name":"expenseName","placeholder":"e.g., Coffee with friends","type":"text"},{"id":"expenseAmountControl","component":"FormControl","label":"Amount","input":"expenseAmountInput"},{"id":"expenseAmountInput","component":"Input","name":"expenseAmount","placeholder":"0.00","type":"number"},{"id":"expenseCategoryControl","component":"FormControl","label":"Category","input":"expenseCategoryInput"},{"id":"expenseCategoryInput","component":"Select","name":"expenseCategory","placeholder":"Choose a category","items":["catHousing","catGroceries","catDining","catTransport","catEntertainment","catOther"]},{"id":"catHousing","component":"SelectItem","value":"housing","label":"Housing"},{"id":"catGroceries","component":"SelectItem","value":"groceries","label":"Groceries"},{"id":"catDining","component":"SelectItem","value":"dining","label":"Dining"},{"id":"catTransport","component":"SelectItem","value":"transport","label":"Transport"},{"id":"catEntertainment","component":"SelectItem","value":"entertainment","label":"Entertainment"},{"id":"catOther","component":"SelectItem","value":"other","label":"Other"},{"id":"expenseDateControl","component":"FormControl","label":"Date","input":"expenseDateInput"},{"id":"expenseDateInput","component":"DatePicker","name":"expenseDate","mode":"single"},{"id":"expenseButtons","component":"Buttons","direction":"row","buttons":["saveExpenseButton"]},{"id":"saveExpenseButton","component":"Button","label":"Add expense","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r4.txt
new file mode 100644
index 000000000..7823a363f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-budget__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-budget-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Budget Check"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-budget-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","month-selector","summary-card","category-card","largest-expense-card","add-expense-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Personal budget check","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Track this month’s spending, category mix, and biggest purchase.","size":"default"},{"id":"month-selector","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","children":["month-label","month-buttons"]},{"id":"month-label","component":"TextContent","text":"Viewing: August 2026","size":"large-heavy"},{"id":"month-buttons","component":"Buttons","direction":"row","buttons":["previous-month","next-month"]},{"id":"previous-month","component":"Button","label":"Previous month","variant":"secondary","size":"small","action":["change_month","previous"]},{"id":"next-month","component":"Button","label":"Next month","variant":"secondary","size":"small","action":["change_month","next"]},{"id":"summary-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["summary-header","budget-progress","summary-text"]},{"id":"summary-header","component":"CardHeader","title":"Monthly spending","subtitle":"August 1–18, 2026"},{"id":"budget-progress","component":"Progress","value":68,"label":"$2,040 spent of $3,000 budget"},{"id":"summary-text","component":"TextContent","text":"You have **$960 remaining** this month. You are currently within budget.","size":"default"},{"id":"category-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["category-header","category-chart"]},{"id":"category-header","component":"CardHeader","title":"Spending by category","subtitle":"Where your $2,040 went this month"},{"id":"category-chart","component":"PieChart","labels":["Housing","Food & dining","Transport","Shopping","Subscriptions"],"values":[900,430,280,260,170],"variant":"donut","appearance":"circular"},{"id":"largest-expense-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["largest-expense-header","largest-expense-alert","largest-expense-details"]},{"id":"largest-expense-header","component":"CardHeader","title":"Largest expense","subtitle":"Your biggest single purchase this month"},{"id":"largest-expense-alert","component":"Alert","variant":"warning","title":"$680 — Rent payment","description":"Paid August 1 · Housing category"},{"id":"largest-expense-details","component":"TextContent","text":"This expense accounts for **33%** of your total monthly spending.","size":"small"},{"id":"add-expense-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["add-expense-header","expense-form"]},{"id":"add-expense-header","component":"CardHeader","title":"Add an expense","subtitle":"Record a new purchase for August 2026"},{"id":"expense-form","component":"Form","name":"add-expense","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"],"buttons":"expense-form-buttons"},{"id":"expense-name-control","component":"FormControl","label":"Expense name","hint":"Example: Grocery run","input":"expense-name"},{"id":"expense-name","component":"Input","name":"expense_name","placeholder":"What did you spend on?","type":"text"},{"id":"expense-amount-control","component":"FormControl","label":"Amount","hint":"Enter the amount in dollars","input":"expense-amount"},{"id":"expense-amount","component":"Input","name":"expense_amount","placeholder":"0.00","type":"number"},{"id":"expense-category-control","component":"FormControl","label":"Category","input":"expense-category"},{"id":"expense-category","component":"Select","name":"expense_category","placeholder":"Choose a category","items":["category-housing","category-food","category-transport","category-shopping","category-subscriptions","category-other"]},{"id":"category-housing","component":"SelectItem","value":"housing","label":"Housing"},{"id":"category-food","component":"SelectItem","value":"food","label":"Food & dining"},{"id":"category-transport","component":"SelectItem","value":"transport","label":"Transport"},{"id":"category-shopping","component":"SelectItem","value":"shopping","label":"Shopping"},{"id":"category-subscriptions","component":"SelectItem","value":"subscriptions","label":"Subscriptions"},{"id":"category-other","component":"SelectItem","value":"other","label":"Other"},{"id":"expense-date-control","component":"FormControl","label":"Date","input":"expense-date"},{"id":"expense-date","component":"DatePicker","name":"expense_date","mode":"single"},{"id":"expense-form-buttons","component":"Buttons","direction":"row","buttons":["save-expense","cancel-expense"]},{"id":"save-expense","component":"Button","label":"Add expense","variant":"primary","size":"medium","action":["submit_expense"]},{"id":"cancel-expense","component":"Button","label":"Cancel","variant":"tertiary","size":"medium","action":["cancel_expense"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r1.txt
new file mode 100644
index 000000000..e8012d5dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r1.txt
@@ -0,0 +1,252 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7A4B2A",
+      "agentDisplayName": "Café Menu"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "special",
+          "vegetarian-filter",
+          "drinks-section",
+          "food-section",
+          "hours-section"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "menu-title",
+          "menu-subtitle"
+        ]
+      },
+      {
+        "id": "menu-title",
+        "component": "Heading",
+        "text": "Juniper Café",
+        "level": "h1"
+      },
+      {
+        "id": "menu-subtitle",
+        "component": "TextContent",
+        "text": "Today’s menu · Freshly made, thoughtfully sourced",
+        "size": "default"
+      },
+      {
+        "id": "special",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Today’s Special: Roasted Tomato & Basil Toastie — $11.50",
+        "description": "Sourdough, melty mozzarella, slow-roasted tomatoes, basil pesto, and a side salad. Vegetarian."
+      },
+      {
+        "id": "vegetarian-filter",
+        "component": "SwitchGroup",
+        "name": "vegetarianOnly",
+        "variant": "sunk",
+        "items": [
+          "vegetarian-switch"
+        ]
+      },
+      {
+        "id": "vegetarian-switch",
+        "component": "SwitchItem",
+        "name": "vegetarianOnly",
+        "label": "Show vegetarian items only",
+        "description": "Hide menu items containing meat or fish",
+        "defaultChecked": false
+      },
+      {
+        "id": "drinks-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "drinks-heading",
+          "drinks-table",
+          "drinks-note"
+        ]
+      },
+      {
+        "id": "drinks-heading",
+        "component": "Heading",
+        "text": "Drinks",
+        "level": "h2"
+      },
+      {
+        "id": "drinks-table",
+        "component": "Table",
+        "columns": [
+          "drink-name-col",
+          "drink-price-col"
+        ]
+      },
+      {
+        "id": "drink-name-col",
+        "component": "Col",
+        "label": "Drink",
+        "data": [
+          "Espresso",
+          "Americano",
+          "Cappuccino",
+          "Latte",
+          "Matcha Latte",
+          "Iced Tea"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink-price-col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$3.00",
+          "$3.50",
+          "$4.50",
+          "$4.75",
+          "$5.25",
+          "$3.75"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drinks-note",
+        "component": "TextContent",
+        "text": "Oat, almond, and soy milk available +$0.75.",
+        "size": "small"
+      },
+      {
+        "id": "food-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "food-heading",
+          "food-table",
+          "vegetarian-key"
+        ]
+      },
+      {
+        "id": "food-heading",
+        "component": "Heading",
+        "text": "Food",
+        "level": "h2"
+      },
+      {
+        "id": "food-table",
+        "component": "Table",
+        "columns": [
+          "food-name-col",
+          "food-price-col",
+          "food-diet-col"
+        ]
+      },
+      {
+        "id": "food-name-col",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Avocado Toast",
+          "Roasted Tomato & Basil Toastie",
+          "Breakfast Burrito",
+          "Chicken Caesar Wrap",
+          "Blueberry Muffin",
+          "Chocolate Chip Cookie"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food-price-col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$9.50",
+          "$11.50",
+          "$10.75",
+          "$12.25",
+          "$4.25",
+          "$3.00"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food-diet-col",
+        "component": "Col",
+        "label": "Dietary",
+        "data": [
+          "Vegetarian",
+          "Vegetarian · Special",
+          "Contains meat",
+          "Contains meat",
+          "Vegetarian",
+          "Vegetarian"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "vegetarian-key",
+        "component": "TextCallout",
+        "variant": "neutral",
+        "title": "Vegetarian menu",
+        "description": "Use the toggle above to view vegetarian items only."
+      },
+      {
+        "id": "hours-section",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hours-heading",
+          "weekday-hours",
+          "weekend-hours"
+        ]
+      },
+      {
+        "id": "hours-heading",
+        "component": "Heading",
+        "text": "Opening Hours",
+        "level": "h2"
+      },
+      {
+        "id": "weekday-hours",
+        "component": "TextContent",
+        "text": "**Monday–Friday:** 7:00 AM – 6:00 PM",
+        "size": "default"
+      },
+      {
+        "id": "weekend-hours",
+        "component": "TextContent",
+        "text": "**Saturday–Sunday:** 8:00 AM – 4:00 PM",
+        "size": "default"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r2.txt
new file mode 100644
index 000000000..50efb2b93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r2.txt
@@ -0,0 +1,266 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7A4B2A",
+      "agentDisplayName": "Café Menu"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "special",
+          "vegFilter",
+          "menuTabs",
+          "hours"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "level": "h1",
+        "text": "The Daily Grind Café"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "size": "default",
+        "text": "Fresh coffee, comforting food, and a little something sweet."
+      },
+      {
+        "id": "special",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Today's Special — Roasted Veggie Panini · $12",
+        "description": "Grilled sourdough with roasted seasonal vegetables, pesto, mozzarella, and a side salad. Vegetarian."
+      },
+      {
+        "id": "vegFilter",
+        "component": "SwitchGroup",
+        "name": "vegetarianOnly",
+        "variant": "sunk",
+        "value": [],
+        "items": [
+          "vegFilterItem"
+        ]
+      },
+      {
+        "id": "vegFilterItem",
+        "component": "SwitchItem",
+        "name": "vegetarianOnly",
+        "label": "Show vegetarian items only",
+        "description": "Filter the menu to meat-free choices.",
+        "defaultChecked": false
+      },
+      {
+        "id": "menuTabs",
+        "component": "Tabs",
+        "items": [
+          "drinksTab",
+          "foodTab"
+        ]
+      },
+      {
+        "id": "drinksTab",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "Drinks",
+        "content": [
+          "drinksHeading",
+          "drinksTable",
+          "drinksNote"
+        ]
+      },
+      {
+        "id": "drinksHeading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Drinks"
+      },
+      {
+        "id": "drinksTable",
+        "component": "Table",
+        "columns": [
+          "drinkNameCol",
+          "drinkDescriptionCol",
+          "drinkPriceCol"
+        ]
+      },
+      {
+        "id": "drinkNameCol",
+        "component": "Col",
+        "label": "Drink",
+        "data": [
+          "Espresso",
+          "Americano",
+          "Cappuccino",
+          "Vanilla Latte",
+          "Iced Matcha Latte",
+          "Chai Tea",
+          "Fresh Orange Juice"
+        ]
+      },
+      {
+        "id": "drinkDescriptionCol",
+        "component": "Col",
+        "label": "Description",
+        "data": [
+          "Double shot",
+          "Espresso with hot water",
+          "Espresso, steamed milk, foam",
+          "Espresso, vanilla, steamed milk",
+          "Ceremonial matcha and milk",
+          "Spiced black tea with milk",
+          "Freshly squeezed"
+        ]
+      },
+      {
+        "id": "drinkPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "type": "number",
+        "data": [
+          "$3.00",
+          "$3.50",
+          "$4.50",
+          "$5.25",
+          "$5.50",
+          "$4.25",
+          "$4.75"
+        ]
+      },
+      {
+        "id": "drinksNote",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Oat, almond, and soy milk available +$0.75."
+      },
+      {
+        "id": "foodTab",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "Food",
+        "content": [
+          "foodHeading",
+          "foodTable",
+          "vegetarianKey"
+        ]
+      },
+      {
+        "id": "foodHeading",
+        "component": "Heading",
+        "level": "h2",
+        "text": "Food"
+      },
+      {
+        "id": "foodTable",
+        "component": "Table",
+        "columns": [
+          "foodNameCol",
+          "foodDescriptionCol",
+          "foodPriceCol"
+        ]
+      },
+      {
+        "id": "foodNameCol",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Avocado Toast (V)",
+          "Roasted Veggie Panini (V)",
+          "Turkey & Swiss Croissant",
+          "Breakfast Burrito",
+          "Tomato Basil Soup (V)",
+          "Blueberry Muffin (V)",
+          "Chocolate Chip Cookie (V)"
+        ]
+      },
+      {
+        "id": "foodDescriptionCol",
+        "component": "Col",
+        "label": "Description",
+        "data": [
+          "Sourdough, avocado, chili flakes, lemon",
+          "Seasonal vegetables, pesto, mozzarella",
+          "Roasted turkey, Swiss, greens, mustard",
+          "Eggs, potatoes, cheddar, salsa",
+          "Served with toasted sourdough",
+          "Baked fresh this morning",
+          "Sea salt chocolate chunks"
+        ]
+      },
+      {
+        "id": "foodPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "type": "number",
+        "data": [
+          "$9.50",
+          "$12.00",
+          "$11.50",
+          "$10.50",
+          "$7.00",
+          "$4.25",
+          "$3.25"
+        ]
+      },
+      {
+        "id": "vegetarianKey",
+        "component": "TextContent",
+        "size": "small",
+        "text": "(V) Vegetarian"
+      },
+      {
+        "id": "hours",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hoursHeading",
+          "hoursText"
+        ]
+      },
+      {
+        "id": "hoursHeading",
+        "component": "Heading",
+        "level": "h3",
+        "text": "Opening Hours"
+      },
+      {
+        "id": "hoursText",
+        "component": "TextContent",
+        "text": "**Mon–Fri:** 7:00 AM – 6:00 PM  \n**Sat–Sun:** 8:00 AM – 4:00 PM"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r3.txt
new file mode 100644
index 000000000..89d40225c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r3.txt
@@ -0,0 +1,244 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7A4B2A",
+      "agentDisplayName": "Café Menu"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "special",
+          "vegetarian-filter",
+          "menu-tabs",
+          "hours"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Juniper Café",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Fresh coffee, comforting food, and seasonal favorites.",
+        "size": "default"
+      },
+      {
+        "id": "special",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Today's Special — Roasted Veggie Panini",
+        "description": "Grilled ciabatta with roasted vegetables, pesto, mozzarella, and a side salad — $12.50"
+      },
+      {
+        "id": "vegetarian-filter",
+        "component": "SwitchGroup",
+        "name": "vegetarianOnly",
+        "variant": "sunk",
+        "items": [
+          "vegetarian-toggle"
+        ]
+      },
+      {
+        "id": "vegetarian-toggle",
+        "component": "SwitchItem",
+        "name": "vegetarianOnly",
+        "label": "Show vegetarian items only",
+        "description": "Filter the menu to meat-free choices.",
+        "defaultChecked": false
+      },
+      {
+        "id": "menu-tabs",
+        "component": "Tabs",
+        "items": [
+          "drinks-tab",
+          "food-tab"
+        ]
+      },
+      {
+        "id": "drinks-tab",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "Drinks",
+        "content": [
+          "drinks-heading",
+          "drinks-table"
+        ]
+      },
+      {
+        "id": "drinks-heading",
+        "component": "Heading",
+        "text": "Drinks",
+        "level": "h2"
+      },
+      {
+        "id": "drinks-table",
+        "component": "Table",
+        "columns": [
+          "drink-name-col",
+          "drink-description-col",
+          "drink-price-col"
+        ]
+      },
+      {
+        "id": "drink-name-col",
+        "component": "Col",
+        "label": "Drink",
+        "data": [
+          "Espresso",
+          "Cappuccino",
+          "Iced Vanilla Latte",
+          "Matcha Latte",
+          "Fresh Lemonade"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink-description-col",
+        "component": "Col",
+        "label": "Details",
+        "data": [
+          "Double shot",
+          "Espresso, steamed milk, foam",
+          "Cold brew espresso, vanilla, milk",
+          "Ceremonial matcha and milk • Vegetarian",
+          "House-made • Vegetarian"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink-price-col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$3.00",
+          "$4.50",
+          "$5.25",
+          "$5.00",
+          "$3.75"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food-tab",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "Food",
+        "content": [
+          "food-heading",
+          "food-table"
+        ]
+      },
+      {
+        "id": "food-heading",
+        "component": "Heading",
+        "text": "Food",
+        "level": "h2"
+      },
+      {
+        "id": "food-table",
+        "component": "Table",
+        "columns": [
+          "food-name-col",
+          "food-description-col",
+          "food-price-col"
+        ]
+      },
+      {
+        "id": "food-name-col",
+        "component": "Col",
+        "label": "Food",
+        "data": [
+          "Roasted Veggie Panini",
+          "Avocado Toast",
+          "Turkey & Swiss Croissant",
+          "Berry Yogurt Parfait",
+          "Chocolate Chip Cookie"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food-description-col",
+        "component": "Col",
+        "label": "Details",
+        "data": [
+          "Today's special • Vegetarian",
+          "Sourdough, avocado, chili flakes • Vegetarian",
+          "Roasted turkey, Swiss, Dijon",
+          "Granola, berries, Greek yogurt • Vegetarian",
+          "Baked in-house • Vegetarian"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food-price-col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$12.50",
+          "$8.50",
+          "$9.75",
+          "$6.50",
+          "$3.25"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "hours",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hours-heading",
+          "hours-text"
+        ]
+      },
+      {
+        "id": "hours-heading",
+        "component": "Heading",
+        "text": "Opening Hours",
+        "level": "h3"
+      },
+      {
+        "id": "hours-text",
+        "component": "TextContent",
+        "text": "**Monday–Friday:** 7:00 AM–6:00 PM  \n**Saturday–Sunday:** 8:00 AM–4:00 PM",
+        "size": "default"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r4.txt
new file mode 100644
index 000000000..149599bc2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-cafe__r4.txt
@@ -0,0 +1,273 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "cafe-menu",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7A4B2A",
+      "agentDisplayName": "Café Menu"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "cafe-menu",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "special",
+          "veg_filter",
+          "menu_tabs",
+          "hours"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Juniper Café",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Fresh coffee, comforting food, and a little something sweet.",
+        "size": "default"
+      },
+      {
+        "id": "special",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Today’s Special — Roasted Veggie Panini · $12",
+        "description": "Grilled sourdough with roasted zucchini, peppers, pesto, mozzarella, and a side salad. Vegetarian."
+      },
+      {
+        "id": "veg_filter",
+        "component": "SwitchGroup",
+        "name": "vegetarian_only",
+        "variant": "sunk",
+        "value": [],
+        "items": [
+          "veg_filter_item"
+        ]
+      },
+      {
+        "id": "veg_filter_item",
+        "component": "SwitchItem",
+        "name": "vegetarian_only",
+        "label": "Show vegetarian items only",
+        "description": "Filter the menu to meat-free choices.",
+        "defaultChecked": false
+      },
+      {
+        "id": "menu_tabs",
+        "component": "Tabs",
+        "items": [
+          "drinks_tab",
+          "food_tab"
+        ]
+      },
+      {
+        "id": "drinks_tab",
+        "component": "TabItem",
+        "value": "drinks",
+        "trigger": "Drinks",
+        "content": [
+          "drinks_heading",
+          "drinks_table"
+        ]
+      },
+      {
+        "id": "drinks_heading",
+        "component": "Heading",
+        "text": "Drinks",
+        "level": "h2"
+      },
+      {
+        "id": "drinks_table",
+        "component": "Table",
+        "columns": [
+          "drink_name_col",
+          "drink_description_col",
+          "drink_price_col",
+          "drink_veg_col"
+        ]
+      },
+      {
+        "id": "drink_name_col",
+        "component": "Col",
+        "label": "Drink",
+        "data": [
+          "Espresso",
+          "Cappuccino",
+          "Iced Vanilla Latte",
+          "Matcha Latte",
+          "Fresh Orange Juice"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink_description_col",
+        "component": "Col",
+        "label": "Description",
+        "data": [
+          "Double shot, bold and smooth",
+          "Espresso with steamed milk foam",
+          "Cold brew espresso, milk, vanilla",
+          "Ceremonial matcha with your choice of milk",
+          "Pressed daily"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink_price_col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$3.50",
+          "$4.75",
+          "$5.50",
+          "$5.25",
+          "$4.00"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "drink_veg_col",
+        "component": "Col",
+        "label": "Vegetarian",
+        "data": [
+          "Yes",
+          "Yes",
+          "Yes",
+          "Yes",
+          "Yes"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food_tab",
+        "component": "TabItem",
+        "value": "food",
+        "trigger": "Food",
+        "content": [
+          "food_heading",
+          "food_table"
+        ]
+      },
+      {
+        "id": "food_heading",
+        "component": "Heading",
+        "text": "Food",
+        "level": "h2"
+      },
+      {
+        "id": "food_table",
+        "component": "Table",
+        "columns": [
+          "food_name_col",
+          "food_description_col",
+          "food_price_col",
+          "food_veg_col"
+        ]
+      },
+      {
+        "id": "food_name_col",
+        "component": "Col",
+        "label": "Food",
+        "data": [
+          "Roasted Veggie Panini",
+          "Turkey & Swiss Croissant",
+          "Avocado Toast",
+          "Tomato Basil Soup",
+          "Blueberry Muffin"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food_description_col",
+        "component": "Col",
+        "label": "Description",
+        "data": [
+          "Zucchini, peppers, pesto, mozzarella",
+          "Roasted turkey, Swiss, cranberry aioli",
+          "Sourdough, avocado, chili flakes, lemon",
+          "Served with toasted sourdough",
+          "Baked fresh this morning"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food_price_col",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$12.00",
+          "$11.50",
+          "$9.50",
+          "$7.00",
+          "$4.25"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "food_veg_col",
+        "component": "Col",
+        "label": "Vegetarian",
+        "data": [
+          "Yes",
+          "No",
+          "Yes",
+          "Yes",
+          "Yes"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "hours",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "hours_title",
+          "hours_text"
+        ]
+      },
+      {
+        "id": "hours_title",
+        "component": "Heading",
+        "text": "Opening Hours",
+        "level": "h3"
+      },
+      {
+        "id": "hours_text",
+        "component": "TextContent",
+        "text": "**Mon–Fri:** 7:00 AM – 6:00 PM  \n**Sat–Sun:** 8:00 AM – 4:00 PM",
+        "size": "default"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r1.txt
new file mode 100644
index 000000000..548821d7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Course Home"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["course-header","progress-card","next-lesson-card","modules-card","rating-card"]},{"id":"course-header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["course-title","instructor"]},{"id":"course-title","component":"Heading","text":"Foundations of Product Design","level":"h1"},{"id":"instructor","component":"TextContent","text":"Instructor: Maya Chen","size":"large"},{"id":"progress-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["progress-heading","progress-description","course-progress"]},{"id":"progress-heading","component":"Heading","text":"Your progress","level":"h2"},{"id":"progress-description","component":"TextContent","text":"You have completed 42% of this course.","size":"default"},{"id":"course-progress","component":"Progress","value":42,"label":"42% complete"},{"id":"next-lesson-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["next-lesson-heading","next-lesson-title","next-lesson-details","continue-button"]},{"id":"next-lesson-heading","component":"TextContent","text":"UP NEXT","size":"small-heavy"},{"id":"next-lesson-title","component":"Heading","text":"Lesson 3.2: Creating a user journey map","level":"h2"},{"id":"next-lesson-details","component":"TextContent","text":"Module 3 · Research and discovery · 18 min","size":"default"},{"id":"continue-button","component":"Button","label":"Continue learning","variant":"primary","size":"large"},{"id":"modules-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["modules-heading","module-list"]},{"id":"modules-heading","component":"Heading","text":"Course modules","level":"h2"},{"id":"module-list","component":"ListBlock","variant":"number","items":["module-1","module-2","module-3","module-4","module-5"]},{"id":"module-1","component":"ListItem","title":"1. Introduction to product design","subtitle":"Completed · 4 lessons"},{"id":"module-2","component":"ListItem","title":"2. Design thinking fundamentals","subtitle":"Completed · 5 lessons"},{"id":"module-3","component":"ListItem","title":"3. Research and discovery","subtitle":"In progress · 2 of 5 lessons complete","actionLabel":"Continue"},{"id":"module-4","component":"ListItem","title":"4. Ideation and prototyping","subtitle":"Not started · 6 lessons"},{"id":"module-5","component":"ListItem","title":"5. Testing and iteration","subtitle":"Not started · 4 lessons"},{"id":"rating-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["rating-heading","rating-value","rating-details"]},{"id":"rating-heading","component":"Heading","text":"Learner rating","level":"h2"},{"id":"rating-value","component":"TextContent","text":"4.8 / 5","size":"large-heavy"},{"id":"rating-details","component":"TextContent","text":"Average rating from 1,248 learners","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r2.txt
new file mode 100644
index 000000000..9a53f1cd6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Course Home"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["course-header","progress-card","next-lesson-card","modules-card","rating-card"]},{"id":"course-header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["course-title","instructor"]},{"id":"course-title","component":"Heading","text":"Product Design Foundations","level":"h1"},{"id":"instructor","component":"TextContent","text":"Instructor: Maya Chen","size":"default"},{"id":"progress-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["progress-heading","progress-copy","overall-progress"]},{"id":"progress-heading","component":"Heading","text":"Your progress","level":"h3"},{"id":"progress-copy","component":"TextContent","text":"68% complete · 12 of 18 lessons finished","size":"default"},{"id":"overall-progress","component":"Progress","value":68,"label":"Course completion"},{"id":"next-lesson-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["next-lesson-heading","next-lesson-title","next-lesson-description","continue-button"]},{"id":"next-lesson-heading","component":"TextContent","text":"UP NEXT","size":"small-heavy"},{"id":"next-lesson-title","component":"Heading","text":"Lesson 13: Designing for accessibility","level":"h2"},{"id":"next-lesson-description","component":"TextContent","text":"Module 4 · 18 min · Learn practical techniques for inclusive interfaces.","size":"default"},{"id":"continue-button","component":"Button","label":"Continue learning","variant":"primary","size":"large"},{"id":"modules-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["modules-heading","modules-list"]},{"id":"modules-heading","component":"Heading","text":"Course modules","level":"h2"},{"id":"modules-list","component":"ListBlock","variant":"number","items":["module-1","module-2","module-3","module-4","module-5"]},{"id":"module-1","component":"ListItem","title":"1. Design thinking essentials","subtitle":"4 of 4 lessons complete · Completed"},{"id":"module-2","component":"ListItem","title":"2. Research and user insights","subtitle":"3 of 3 lessons complete · Completed"},{"id":"module-3","component":"ListItem","title":"3. Visual hierarchy and layout","subtitle":"3 of 3 lessons complete · Completed"},{"id":"module-4","component":"ListItem","title":"4. Accessible interface design","subtitle":"2 of 4 lessons complete · In progress","actionLabel":"Resume"},{"id":"module-5","component":"ListItem","title":"5. Portfolio project","subtitle":"0 of 4 lessons complete · Locked","actionLabel":"View"},{"id":"rating-card","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","children":["rating-copy","rating-badge"]},{"id":"rating-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["rating-heading","rating-description"]},{"id":"rating-heading","component":"Heading","text":"Learner rating","level":"h3"},{"id":"rating-description","component":"TextContent","text":"Average rating from 2,184 learners","size":"small"},{"id":"rating-badge","component":"Badge","text":"4.8 / 5 ★","variant":"secondary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r3.txt
new file mode 100644
index 000000000..3aa4cfdbb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Learning Hub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["course-header","progress-card","next-lesson-card","modules-card","rating-card"]},{"id":"course-header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["course-title","instructor","course-tags"]},{"id":"course-title","component":"Heading","text":"Product Design Foundations","level":"h1"},{"id":"instructor","component":"TextContent","text":"Instructor: Maya Chen","size":"large"},{"id":"course-tags","component":"TagBlock","tags":["Design","Beginner friendly","12 lessons"]},{"id":"progress-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["progress-header","overall-progress","progress-detail"]},{"id":"progress-header","component":"CardHeader","title":"Your course progress","subtitle":"Keep going—you are building momentum."},{"id":"overall-progress","component":"Progress","value":58,"label":"58% complete"},{"id":"progress-detail","component":"TextContent","text":"7 of 12 lessons completed","size":"small"},{"id":"next-lesson-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["next-lesson-heading","next-lesson-title","next-lesson-description","continue-button"]},{"id":"next-lesson-heading","component":"TextContent","text":"UP NEXT","size":"small-heavy"},{"id":"next-lesson-title","component":"Heading","text":"Lesson 8: Building a Usable Prototype","level":"h2"},{"id":"next-lesson-description","component":"TextContent","text":"Module 3 · 18 minutes · Turn your wireframes into a testable prototype.","size":"default"},{"id":"continue-button","component":"Button","label":"Continue learning","variant":"primary","size":"large","action":["continue_learning"]},{"id":"modules-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["modules-header","modules-list"]},{"id":"modules-header","component":"CardHeader","title":"Course modules","subtitle":"Track your progress through each section."},{"id":"modules-list","component":"ListBlock","variant":"number","items":["module-1","module-2","module-3","module-4"]},{"id":"module-1","component":"ListItem","title":"1. Design thinking essentials","subtitle":"3 of 3 lessons complete","actionLabel":"Completed"},{"id":"module-2","component":"ListItem","title":"2. Research and user insights","subtitle":"4 of 4 lessons complete","actionLabel":"Completed"},{"id":"module-3","component":"ListItem","title":"3. Wireframes and prototypes","subtitle":"0 of 3 lessons complete · Next lesson","actionLabel":"In progress"},{"id":"module-4","component":"ListItem","title":"4. Testing and iteration","subtitle":"0 of 2 lessons complete","actionLabel":"Not started"},{"id":"rating-card","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","gap":"m","children":["rating-copy","rating-badge"]},{"id":"rating-copy","component":"CardHeader","title":"Average learner rating","subtitle":"Based on 1,248 learner reviews"},{"id":"rating-badge","component":"Badge","text":"4.8 / 5 ★","variant":"secondary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r4.txt
new file mode 100644
index 000000000..888e9b668
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-course__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"learner-course-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Course Home"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"learner-course-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["course-header","progress-card","next-lesson-card","modules-card","rating-card"]},{"id":"course-header","component":"Card","variant":"clear","direction":"column","gap":"s","children":["course-title","instructor"]},{"id":"course-title","component":"Heading","text":"Foundations of Product Design","level":"h1"},{"id":"instructor","component":"TextContent","text":"Instructor: Maya Chen","size":"default"},{"id":"progress-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["progress-heading","progress-copy","overall-progress"]},{"id":"progress-heading","component":"Heading","text":"Your progress","level":"h3"},{"id":"progress-copy","component":"TextContent","text":"42% complete","size":"large-heavy"},{"id":"overall-progress","component":"Progress","value":42,"label":"Course completion"},{"id":"next-lesson-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["next-label","next-title","next-description","continue-button"]},{"id":"next-label","component":"Tag","text":"Up next","variant":"info","size":"sm"},{"id":"next-title","component":"Heading","text":"Lesson 4: Designing for real user needs","level":"h2"},{"id":"next-description","component":"TextContent","text":"Module 2 · 18 min remaining","size":"default"},{"id":"continue-button","component":"Button","label":"Continue learning","variant":"primary","size":"large"},{"id":"modules-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["modules-heading","module-list"]},{"id":"modules-heading","component":"Heading","text":"Course modules","level":"h2"},{"id":"module-list","component":"ListBlock","variant":"number","items":["module-1","module-2","module-3","module-4"]},{"id":"module-1","component":"ListItem","title":"1. Design principles","subtitle":"Completed · 4 lessons"},{"id":"module-2","component":"ListItem","title":"2. Understanding users","subtitle":"In progress · 2 of 5 lessons complete"},{"id":"module-3","component":"ListItem","title":"3. Prototyping ideas","subtitle":"Not started · 6 lessons"},{"id":"module-4","component":"ListItem","title":"4. Testing and iteration","subtitle":"Not started · 4 lessons"},{"id":"rating-card","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["rating-copy","rating-badge"]},{"id":"rating-copy","component":"TextContent","text":"Average learner rating","size":"default"},{"id":"rating-badge","component":"Badge","text":"4.8 / 5","variant":"secondary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r1.txt
new file mode 100644
index 000000000..f7eaf4236
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r1.txt
@@ -0,0 +1,349 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "conference-landing",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#6D28D9",
+      "agentDisplayName": "Conference"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "conference-landing",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "hero",
+          "countdown",
+          "agenda-section",
+          "speakers-section",
+          "tickets-section",
+          "register-section"
+        ]
+      },
+      {
+        "id": "hero",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "event-name",
+          "event-details",
+          "event-description"
+        ]
+      },
+      {
+        "id": "event-name",
+        "component": "Heading",
+        "text": "Future Forward Conference 2026",
+        "level": "h1"
+      },
+      {
+        "id": "event-details",
+        "component": "TextContent",
+        "text": "October 22–23, 2026 · The Grand Hall, San Francisco, CA",
+        "size": "large-heavy"
+      },
+      {
+        "id": "event-description",
+        "component": "TextContent",
+        "text": "Two days of ideas, practical workshops, and conversations shaping the next generation of technology and design.",
+        "size": "default"
+      },
+      {
+        "id": "countdown",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "align": "center",
+        "children": [
+          "countdown-title",
+          "countdown-value"
+        ]
+      },
+      {
+        "id": "countdown-title",
+        "component": "TextContent",
+        "text": "Days remaining until the event",
+        "size": "small-heavy"
+      },
+      {
+        "id": "countdown-value",
+        "component": "Heading",
+        "text": "65 days",
+        "level": "h2"
+      },
+      {
+        "id": "agenda-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "agenda-heading",
+          "agenda-table",
+          "agenda-time-col",
+          "agenda-session-col"
+        ]
+      },
+      {
+        "id": "agenda-heading",
+        "component": "Heading",
+        "text": "Agenda",
+        "level": "h2"
+      },
+      {
+        "id": "agenda-table",
+        "component": "Table",
+        "columns": [
+          "agenda-time-col",
+          "agenda-session-col"
+        ]
+      },
+      {
+        "id": "agenda-time-col",
+        "component": "Col",
+        "label": "Time",
+        "type": "string",
+        "data": [
+          "9:00 AM",
+          "10:00 AM",
+          "11:30 AM",
+          "1:00 PM",
+          "2:30 PM",
+          "4:00 PM"
+        ]
+      },
+      {
+        "id": "agenda-session-col",
+        "component": "Col",
+        "label": "Session",
+        "type": "string",
+        "data": [
+          "Welcome keynote: Building what matters",
+          "The AI-native product organization",
+          "Break and networking",
+          "Lunch",
+          "Designing for trust at scale",
+          "Founder panel: The next five years"
+        ]
+      },
+      {
+        "id": "speakers-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "speakers-heading",
+          "speakers-list",
+          "speaker-1",
+          "speaker-2",
+          "speaker-3",
+          "speaker-4"
+        ]
+      },
+      {
+        "id": "speakers-heading",
+        "component": "Heading",
+        "text": "Featured speakers",
+        "level": "h2"
+      },
+      {
+        "id": "speakers-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "speaker-1",
+          "speaker-2",
+          "speaker-3",
+          "speaker-4"
+        ]
+      },
+      {
+        "id": "speaker-1",
+        "component": "ListItem",
+        "title": "Maya Chen — CEO, Northstar Labs",
+        "subtitle": "Building responsible AI products that people trust."
+      },
+      {
+        "id": "speaker-2",
+        "component": "ListItem",
+        "title": "Jon Bell — VP Design, Atlas",
+        "subtitle": "Turning complex systems into clear, human experiences."
+      },
+      {
+        "id": "speaker-3",
+        "component": "ListItem",
+        "title": "Priya Nair — Founder, Signal & Co.",
+        "subtitle": "A practical playbook for resilient company building."
+      },
+      {
+        "id": "speaker-4",
+        "component": "ListItem",
+        "title": "Luis Romero — CTO, Lumen",
+        "subtitle": "How modern engineering teams ship with confidence."
+      },
+      {
+        "id": "tickets-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "tickets-heading",
+          "ticket-table",
+          "ticket-tier-col",
+          "ticket-price-col",
+          "ticket-includes-col"
+        ]
+      },
+      {
+        "id": "tickets-heading",
+        "component": "Heading",
+        "text": "Ticket tiers",
+        "level": "h2"
+      },
+      {
+        "id": "ticket-table",
+        "component": "Table",
+        "columns": [
+          "ticket-tier-col",
+          "ticket-price-col",
+          "ticket-includes-col"
+        ]
+      },
+      {
+        "id": "ticket-tier-col",
+        "component": "Col",
+        "label": "Tier",
+        "type": "string",
+        "data": [
+          "Early Bird",
+          "General Admission",
+          "Team Pass"
+        ]
+      },
+      {
+        "id": "ticket-price-col",
+        "component": "Col",
+        "label": "Price",
+        "type": "string",
+        "data": [
+          "$299",
+          "$399",
+          "$1,499"
+        ]
+      },
+      {
+        "id": "ticket-includes-col",
+        "component": "Col",
+        "label": "Includes",
+        "type": "string",
+        "data": [
+          "Full conference access",
+          "Full access + recordings",
+          "Five passes + priority seating"
+        ]
+      },
+      {
+        "id": "register-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "register-heading",
+          "register-copy",
+          "registration-form",
+          "name-control",
+          "name-input",
+          "email-control",
+          "email-input",
+          "register-buttons",
+          "register-button"
+        ]
+      },
+      {
+        "id": "register-heading",
+        "component": "Heading",
+        "text": "Reserve your place",
+        "level": "h2"
+      },
+      {
+        "id": "register-copy",
+        "component": "TextContent",
+        "text": "Register now and we’ll send your confirmation and ticket details by email.",
+        "size": "default"
+      },
+      {
+        "id": "registration-form",
+        "component": "Form",
+        "name": "conference-registration",
+        "fields": [
+          "name-control",
+          "email-control"
+        ],
+        "buttons": "register-buttons"
+      },
+      {
+        "id": "name-control",
+        "component": "FormControl",
+        "label": "Full name",
+        "hint": "Enter the name for your registration.",
+        "input": "name-input"
+      },
+      {
+        "id": "name-input",
+        "component": "Input",
+        "name": "fullName",
+        "placeholder": "Alex Morgan",
+        "type": "text"
+      },
+      {
+        "id": "email-control",
+        "component": "FormControl",
+        "label": "Email address",
+        "hint": "We’ll send your confirmation here.",
+        "input": "email-input"
+      },
+      {
+        "id": "email-input",
+        "component": "Input",
+        "name": "email",
+        "placeholder": "alex@example.com",
+        "type": "email"
+      },
+      {
+        "id": "register-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "register-button"
+        ]
+      },
+      {
+        "id": "register-button",
+        "component": "Button",
+        "label": "Register now",
+        "variant": "primary",
+        "size": "large"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r2.txt
new file mode 100644
index 000000000..3e7efb2aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"conference-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#5B3DF5","agentDisplayName":"Conference Hub"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"conference-landing","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["hero","agendaSection","speakersSection","ticketsSection","registrationSection"]},{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"m","children":["eventTitle","eventDetails","countdown","heroNote"]},{"id":"eventTitle","component":"Heading","text":"Future Forward 2026","level":"h1"},{"id":"eventDetails","component":"TextContent","size":"large","text":"October 14–15, 2026 · The Glasshouse, New York City"},{"id":"countdown","component":"Callout","variant":"info","title":"57 days remaining","description":"Join builders, designers, and leaders shaping what comes next."},{"id":"heroNote","component":"TextContent","text":"Two days of practical talks, meaningful conversations, and ideas you can put to work immediately."},{"id":"agendaSection","component":"Card","variant":"clear","direction":"column","gap":"m","children":["agendaHeading","agendaTable"]},{"id":"agendaHeading","component":"Heading","text":"Agenda","level":"h2"},{"id":"agendaTable","component":"Table","columns":["agendaTime","agendaSession","agendaLocation"]},{"id":"agendaTime","component":"Col","label":"Time","type":"string","data":["9:00 AM","10:00 AM","11:30 AM","1:00 PM","2:30 PM","4:00 PM"]},{"id":"agendaSession","component":"Col","label":"Session","type":"string","data":["Registration & coffee","Opening keynote: The next decade","Designing AI people trust","Lunch & networking","Product strategy panel","Closing reception"]},{"id":"agendaLocation","component":"Col","label":"Location","type":"string","data":["Atrium","Main Stage","Studio A","Rooftop Terrace","Main Stage","Atrium"]},{"id":"speakersSection","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["speakersHeading","speakersList"]},{"id":"speakersHeading","component":"Heading","text":"Featured speakers","level":"h2"},{"id":"speakersList","component":"ListBlock","variant":"number","items":["speakerOne","speakerTwo","speakerThree","speakerFour"]},{"id":"speakerOne","component":"ListItem","title":"Maya Chen · CEO, Lumen Labs","subtitle":"Building responsible AI products that earn lasting trust."},{"id":"speakerTwo","component":"ListItem","title":"David Okafor · VP Product, Orbit","subtitle":"Turning ambitious product strategy into focused execution."},{"id":"speakerThree","component":"ListItem","title":"Elena Rossi · Design Director, Northstar","subtitle":"Creating human-centered experiences in a rapidly changing world."},{"id":"speakerFour","component":"ListItem","title":"Jon Bell · Founder, Signal Works","subtitle":"How small teams can create momentum that compounds."},{"id":"ticketsSection","component":"Card","variant":"clear","direction":"column","gap":"m","children":["ticketsHeading","ticketTable","ticketNote"]},{"id":"ticketsHeading","component":"Heading","text":"Ticket tiers","level":"h2"},{"id":"ticketTable","component":"Table","columns":["tierName","tierPrice","tierIncludes"]},{"id":"tierName","component":"Col","label":"Tier","type":"string","data":["Early Bird","General Admission","Team Pass"]},{"id":"tierPrice","component":"Col","label":"Price","type":"string","data":["$249","$349","$999"]},{"id":"tierIncludes","component":"Col","label":"Includes","type":"string","data":["Full conference access","Full conference access","Four full-access tickets"]},{"id":"ticketNote","component":"TextCallout","variant":"success","title":"Early Bird pricing ends soon","description":"Reserve your place before the first allocation sells out."},{"id":"registrationSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["registrationHeading","registrationCopy","registrationForm"]},{"id":"registrationHeading","component":"Heading","text":"Register your interest","level":"h2"},{"id":"registrationCopy","component":"TextContent","text":"Leave your details and we’ll send ticket updates, speaker announcements, and the full agenda."},{"id":"registrationForm","component":"Form","name":"conference-registration","fields":["nameControl","emailControl"],"buttons":"registrationButtons"},{"id":"nameControl","component":"FormControl","label":"Full name","hint":"Enter the name you would like on your badge.","input":"nameInput"},{"id":"nameInput","component":"Input","name":"fullName","type":"text","placeholder":"Alex Morgan"},{"id":"emailControl","component":"FormControl","label":"Email address","hint":"We’ll only use this for event updates.","input":"emailInput"},{"id":"emailInput","component":"Input","name":"email","type":"email","placeholder":"alex@example.com"},{"id":"registrationButtons","component":"Buttons","direction":"row","buttons":["registerButton"]},{"id":"registerButton","component":"Button","label":"Notify me about tickets","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r3.txt
new file mode 100644
index 000000000..6d47fde73
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r3.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"conference-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#5B3DF5","agentDisplayName":"Conference"},"sendDataModel":false}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"conference-landing","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["hero","countdown","agenda","speakers","tickets","register"]},{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"m","children":["event-title","event-details","event-description"]},{"id":"event-title","component":"Heading","text":"Future Forward 2026","level":"h1"},{"id":"event-details","component":"TextContent","size":"large-heavy","text":"October 18, 2026 · 9:00 AM–6:00 PM · The Grand Hall, San Francisco"},{"id":"event-description","component":"TextContent","text":"A one-day gathering for builders, designers, and leaders shaping what comes next."},{"id":"countdown","component":"Callout","variant":"info","title":"61 days remaining","description":"Save your seat for Future Forward 2026."},{"id":"agenda","component":"Card","variant":"card","direction":"column","gap":"m","children":["agenda-heading","agenda-table"]},{"id":"agenda-heading","component":"Heading","text":"Agenda","level":"h2"},{"id":"agenda-table","component":"Table","columns":["agenda-time","agenda-session","agenda-speaker"]},{"id":"agenda-time","component":"Col","label":"Time","type":"string","data":["9:00 AM","10:00 AM","11:30 AM","1:00 PM","2:30 PM","4:00 PM"]},{"id":"agenda-session","component":"Col","label":"Session","type":"string","data":["Registration & coffee","Opening keynote: The next frontier","Designing for human intelligence","Lunch & networking","Building resilient products","Closing panel: What’s next?"]},{"id":"agenda-speaker","component":"Col","label":"Featuring","type":"string","data":["—","Maya Chen","Leo Martins","—","Priya Nair","All speakers"]},{"id":"speakers","component":"Card","variant":"card","direction":"column","gap":"m","children":["speakers-heading","speakers-list"]},{"id":"speakers-heading","component":"Heading","text":"Featured speakers","level":"h2"},{"id":"speakers-list","component":"ListBlock","variant":"number","items":["speaker-maya","speaker-leo","speaker-priya"]},{"id":"speaker-maya","component":"ListItem","title":"Maya Chen · CEO, Lumen Labs","subtitle":"Explores how emerging AI changes the way teams imagine and create."},{"id":"speaker-leo","component":"ListItem","title":"Leo Martins · VP Design, Northstar","subtitle":"Shares practical methods for building products people trust."},{"id":"speaker-priya","component":"ListItem","title":"Priya Nair · CTO, ArcWorks","subtitle":"Discusses resilient systems for ambitious, fast-moving organizations."},{"id":"tickets","component":"Card","variant":"card","direction":"column","gap":"m","children":["tickets-heading","ticket-table","ticket-note"]},{"id":"tickets-heading","component":"Heading","text":"Tickets","level":"h2"},{"id":"ticket-table","component":"Table","columns":["tier-name","tier-price","tier-includes"]},{"id":"tier-name","component":"Col","label":"Tier","type":"string","data":["Early Bird","Standard","Student"]},{"id":"tier-price","component":"Col","label":"Price","type":"string","data":["$149","$249","$79"]},{"id":"tier-includes","component":"Col","label":"Includes","type":"string","data":["Full-day access, lunch, recordings","Full-day access, lunch, recordings","Full-day access and recordings"]},{"id":"ticket-note","component":"TextContent","size":"small","text":"Early Bird pricing ends September 1, 2026. Limited availability."},{"id":"register","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["register-heading","register-copy","registration-form"]},{"id":"register-heading","component":"Heading","text":"Reserve your place","level":"h2"},{"id":"register-copy","component":"TextContent","text":"Register now and we’ll send your ticket details by email."},{"id":"registration-form","component":"Form","name":"conference-registration","fields":["name-control","email-control"],"buttons":"registration-buttons"},{"id":"name-control","component":"FormControl","label":"Full name","hint":"Enter the name you want printed on your badge.","input":"name-input"},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Alex Morgan","type":"text"},{"id":"email-control","component":"FormControl","label":"Email address","hint":"We’ll send your confirmation here.","input":"email-input"},{"id":"email-input","component":"Input","name":"email","placeholder":"alex@example.com","type":"email"},{"id":"registration-buttons","component":"Buttons","direction":"row","buttons":["register-button"]},{"id":"register-button","component":"Button","label":"Register now","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r4.txt
new file mode 100644
index 000000000..06d70dfa5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-event__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"conference-landing","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#5B4BFF","agentDisplayName":"Conference Hub"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"conference-landing","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["hero","countdown","agenda","speakers","tickets","registration"]},{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"m","children":["event-title","event-details","event-description"]},{"id":"event-title","component":"Heading","text":"Future Forward 2026","level":"h1"},{"id":"event-details","component":"TextContent","text":"October 16, 2026 · 9:00 AM–6:00 PM\nThe Grand Hall, San Francisco, CA","size":"large-heavy"},{"id":"event-description","component":"TextContent","text":"A one-day gathering for leaders, builders, and creators shaping what comes next.","size":"default"},{"id":"countdown","component":"Card","variant":"sunk","direction":"column","gap":"s","align":"center","children":["countdown-label","countdown-value"]},{"id":"countdown-label","component":"TextContent","text":"TIME UNTIL THE EVENT","size":"small-heavy"},{"id":"countdown-value","component":"Heading","text":"59 days remaining","level":"h2"},{"id":"agenda","component":"Card","variant":"card","direction":"column","gap":"m","children":["agenda-title","agenda-list"]},{"id":"agenda-title","component":"Heading","text":"Agenda","level":"h2"},{"id":"agenda-list","component":"Table","columns":["agenda-time","agenda-session"]},{"id":"agenda-time","component":"Col","label":"Time","data":["9:00 AM","9:30 AM","10:30 AM","12:00 PM","1:30 PM","3:00 PM","5:00 PM"],"type":"string"},{"id":"agenda-session","component":"Col","label":"Session","data":["Registration & coffee","Opening keynote: The next decade","Designing trustworthy AI","Lunch & networking","Product leadership panel","Breakout workshops","Closing reception"],"type":"string"},{"id":"speakers","component":"Card","variant":"card","direction":"column","gap":"m","children":["speakers-title","speaker-list"]},{"id":"speakers-title","component":"Heading","text":"Featured speakers","level":"h2"},{"id":"speaker-list","component":"ListBlock","variant":"number","items":["speaker-1","speaker-2","speaker-3","speaker-4"]},{"id":"speaker-1","component":"ListItem","title":"Maya Chen","subtitle":"CEO, Luma Labs — Building products people trust."},{"id":"speaker-2","component":"ListItem","title":"Jordan Ellis","subtitle":"VP of Design, Northstar — Designing for a changing world."},{"id":"speaker-3","component":"ListItem","title":"Priya Nair","subtitle":"AI Research Lead, Atlas — Responsible intelligence at scale."},{"id":"speaker-4","component":"ListItem","title":"Theo Brooks","subtitle":"Founder, Signal Works — Turning bold ideas into momentum."},{"id":"tickets","component":"Card","variant":"card","direction":"column","gap":"m","children":["tickets-title","ticket-table","ticket-note"]},{"id":"tickets-title","component":"Heading","text":"Tickets","level":"h2"},{"id":"ticket-table","component":"Table","columns":["tier-col","price-col","access-col"]},{"id":"tier-col","component":"Col","label":"Tier","data":["Early Bird","General Admission","VIP Experience"],"type":"string"},{"id":"price-col","component":"Col","label":"Price","data":["$149","$249","$499"],"type":"string"},{"id":"access-col","component":"Col","label":"Includes","data":["Full-day conference pass","Full-day conference pass","Priority seating, speaker lounge & dinner"],"type":"string"},{"id":"ticket-note","component":"TextContent","text":"Early Bird pricing ends September 1, 2026.","size":"small"},{"id":"registration","component":"Card","variant":"card","direction":"column","gap":"m","children":["registration-title","registration-copy","registration-form"]},{"id":"registration-title","component":"Heading","text":"Reserve your spot","level":"h2"},{"id":"registration-copy","component":"TextContent","text":"Register now and we’ll send your ticket confirmation and event updates.","size":"default"},{"id":"registration-form","component":"Form","name":"conference-registration","fields":["name-control","email-control"],"buttons":"registration-buttons"},{"id":"name-control","component":"FormControl","label":"Full name","hint":"Enter the name you want on your badge.","input":"name-input"},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Alex Morgan","type":"text"},{"id":"email-control","component":"FormControl","label":"Email address","hint":"We’ll send your confirmation here.","input":"email-input"},{"id":"email-input","component":"Input","name":"email","placeholder":"alex@example.com","type":"email"},{"id":"registration-buttons","component":"Buttons","direction":"row","buttons":["register-button"]},{"id":"register-button","component":"Button","label":"Register for Future Forward","variant":"primary","size":"large"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r1.txt
new file mode 100644
index 000000000..57fd62aba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Fitness Daily Summary"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","steps-card","metrics-card","week-card","log-workout-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Today’s fitness summary","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18 • Keep building your streak.","size":"default"},{"id":"steps-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["steps-heading","steps-progress","steps-detail"]},{"id":"steps-heading","component":"CardHeader","title":"Steps today","subtitle":"Daily movement goal"},{"id":"steps-progress","component":"Progress","value":76,"label":"7,642 of 10,000 steps"},{"id":"steps-detail","component":"TextContent","text":"2,358 steps to reach your goal","size":"small-heavy"},{"id":"metrics-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["calories-heading","calories-value","calories-note"]},{"id":"calories-heading","component":"CardHeader","title":"Calories burned","subtitle":"Active calories today"},{"id":"calories-value","component":"Heading","text":"486 kcal","level":"h2"},{"id":"calories-note","component":"TextContent","text":"Great work — you’re 86 kcal ahead of your daily average.","size":"small"},{"id":"week-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["week-heading","week-chart","week-summary"]},{"id":"week-heading","component":"CardHeader","title":"Your week in workouts","subtitle":"Completed workout minutes"},{"id":"week-chart","component":"BarChart","labels":["Wed","Thu","Fri","Sat","Sun","Mon","Today"],"series":["workout-minutes"],"variant":"grouped","yLabel":"Minutes"},{"id":"workout-minutes","component":"Series","category":"Workout minutes","values":[35,0,42,28,50,31,24]},{"id":"week-summary","component":"TextContent","text":"5 workouts completed • 210 total minutes this week","size":"small-heavy"},{"id":"log-workout-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["log-heading","log-description","log-button"]},{"id":"log-heading","component":"Heading","text":"Ready for another session?","level":"h3"},{"id":"log-description","component":"TextContent","text":"Add a workout to keep your daily activity up to date.","size":"default"},{"id":"log-button","component":"Button","label":"Log a new workout","variant":"primary","size":"large","action":["log_new_workout"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r2.txt
new file mode 100644
index 000000000..b8754bf5d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Fitness Daily Summary"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","steps-card","calories-card","weekly-card","log-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Today’s fitness summary","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18 • Keep building your streak.","size":"default"},{"id":"steps-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["steps-header","steps-progress","steps-note"]},{"id":"steps-header","component":"CardHeader","title":"Steps today","subtitle":"7,842 of 10,000 daily goal"},{"id":"steps-progress","component":"Progress","value":78,"label":"78% of your daily step goal"},{"id":"steps-note","component":"TextContent","text":"2,158 steps to go — a 20-minute walk can get you there.","size":"small"},{"id":"calories-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["calories-header","calories-value","calories-note"]},{"id":"calories-header","component":"CardHeader","title":"Calories burned","subtitle":"Active calories today"},{"id":"calories-value","component":"Heading","text":"486 kcal","level":"h2"},{"id":"calories-note","component":"TextContent","text":"You’re 86 kcal ahead of your daily average.","size":"small"},{"id":"weekly-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["weekly-header","weekly-chart","weekly-note"]},{"id":"weekly-header","component":"CardHeader","title":"Your workouts this week","subtitle":"4 workouts completed • 185 total minutes"},{"id":"weekly-chart","component":"BarChart","labels":["Wed","Thu","Fri","Sat","Sun","Mon","Today"],"series":["workout-minutes"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},{"id":"workout-minutes","component":"Series","category":"Workout minutes","values":[30,0,45,25,0,40,45]},{"id":"weekly-note","component":"TextContent","text":"Great consistency — you’ve completed 4 of your 5 weekly workouts.","size":"small"},{"id":"log-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["log-header","log-description","log-button"]},{"id":"log-header","component":"Heading","text":"Ready for another session?","level":"h3"},{"id":"log-description","component":"TextContent","text":"Add a workout to keep your progress up to date.","size":"default"},{"id":"log-button","component":"Button","label":"Log a new workout","variant":"primary","size":"large","action":["log_new_workout"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r3.txt
new file mode 100644
index 000000000..29bdd33be
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"fitness-daily-summary","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#16A34A","agentDisplayName":"Fitness Daily Summary"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"fitness-daily-summary","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","steps-card","metrics-card","week-card","log-workout-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Today’s fitness summary","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Keep moving—every bit of activity counts.","size":"default"},{"id":"steps-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["steps-header","steps-progress","steps-detail"]},{"id":"steps-header","component":"CardHeader","title":"Steps today","subtitle":"7,842 of 10,000 daily goal"},{"id":"steps-progress","component":"Progress","value":78,"label":"78% complete"},{"id":"steps-detail","component":"TextContent","text":"2,158 steps to go • You’re on track for a strong finish.","size":"small"},{"id":"metrics-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["calories-heading","calories-burned","calories-note"]},{"id":"calories-heading","component":"Heading","text":"Calories burned","level":"h3"},{"id":"calories-burned","component":"TextContent","text":"**624 active kcal**","size":"large-heavy"},{"id":"calories-note","component":"TextContent","text":"Estimated from today’s steps and workouts.","size":"small"},{"id":"week-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["week-header","workout-chart","week-note"]},{"id":"week-header","component":"CardHeader","title":"Your week in workouts","subtitle":"4 workouts completed • 185 total minutes"},{"id":"workout-chart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["workout-minutes"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},{"id":"workout-minutes","component":"Series","category":"Workout minutes","values":[35,0,45,30,0,50,25]},{"id":"week-note","component":"TextContent","text":"Great consistency—your most active day was Saturday.","size":"small"},{"id":"log-workout-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["log-title","log-description","log-button"]},{"id":"log-title","component":"Heading","text":"Ready for another session?","level":"h3"},{"id":"log-description","component":"TextContent","text":"Add a workout to keep your activity history up to date.","size":"default"},{"id":"log-button","component":"Button","label":"Log new workout","variant":"primary","size":"large","action":["log_new_workout"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r4.txt
new file mode 100644
index 000000000..f1e5fd04c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-fitness__r4.txt
@@ -0,0 +1,307 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "fitness-daily-summary",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2E8B57",
+      "agentDisplayName": "Fitness Daily Summary"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "fitness-daily-summary",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "todayCard",
+          "weeklyCard",
+          "logWorkoutCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Today’s fitness summary",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Tuesday, August 18",
+        "size": "default"
+      },
+      {
+        "id": "todayCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "todayHeader",
+          "stepsProgress",
+          "stepsDetail",
+          "dividerToday",
+          "caloriesRow"
+        ]
+      },
+      {
+        "id": "todayHeader",
+        "component": "CardHeader",
+        "title": "Today’s activity",
+        "subtitle": "Keep your momentum going"
+      },
+      {
+        "id": "stepsProgress",
+        "component": "Progress",
+        "value": 78,
+        "label": "7,842 of 10,000 steps"
+      },
+      {
+        "id": "stepsDetail",
+        "component": "TextContent",
+        "text": "You’re **2,158 steps** away from your daily goal.",
+        "size": "default"
+      },
+      {
+        "id": "dividerToday",
+        "component": "Separator",
+        "orientation": "horizontal",
+        "decorative": true
+      },
+      {
+        "id": "caloriesRow",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "caloriesLabel",
+          "caloriesValue",
+          "caloriesHint"
+        ]
+      },
+      {
+        "id": "caloriesLabel",
+        "component": "TextContent",
+        "text": "Calories burned",
+        "size": "small-heavy"
+      },
+      {
+        "id": "caloriesValue",
+        "component": "Heading",
+        "text": "624 kcal",
+        "level": "h2"
+      },
+      {
+        "id": "caloriesHint",
+        "component": "TextContent",
+        "text": "Active calories so far today",
+        "size": "small"
+      },
+      {
+        "id": "weeklyCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "weeklyHeader",
+          "weeklyChart",
+          "weeklySummary"
+        ]
+      },
+      {
+        "id": "weeklyHeader",
+        "component": "CardHeader",
+        "title": "Workouts this week",
+        "subtitle": "4 workouts completed • 185 minutes total"
+      },
+      {
+        "id": "weeklyChart",
+        "component": "BarChart",
+        "labels": [
+          "Wed",
+          "Thu",
+          "Fri",
+          "Sat",
+          "Sun",
+          "Mon",
+          "Today"
+        ],
+        "series": [
+          "workoutMinutes"
+        ],
+        "variant": "grouped",
+        "xLabel": "Day",
+        "yLabel": "Minutes"
+      },
+      {
+        "id": "workoutMinutes",
+        "component": "Series",
+        "category": "Workout minutes",
+        "values": [
+          30,
+          0,
+          45,
+          20,
+          0,
+          50,
+          40
+        ]
+      },
+      {
+        "id": "weeklySummary",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Great consistency",
+        "description": "You completed 4 of your 5 planned workouts this week."
+      },
+      {
+        "id": "logWorkoutCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "logHeader",
+          "workoutForm"
+        ]
+      },
+      {
+        "id": "logHeader",
+        "component": "CardHeader",
+        "title": "Log a new workout",
+        "subtitle": "Add today’s activity to your progress"
+      },
+      {
+        "id": "workoutForm",
+        "component": "Form",
+        "name": "newWorkout",
+        "fields": [
+          "workoutTypeControl",
+          "durationControl",
+          "notesControl"
+        ],
+        "buttons": "formButtons"
+      },
+      {
+        "id": "workoutTypeControl",
+        "component": "FormControl",
+        "label": "Workout type",
+        "hint": "Choose the activity you completed",
+        "input": "workoutType"
+      },
+      {
+        "id": "workoutType",
+        "component": "Select",
+        "name": "workoutType",
+        "placeholder": "Select an activity",
+        "items": [
+          "runOption",
+          "strengthOption",
+          "cyclingOption",
+          "yogaOption",
+          "walkingOption"
+        ]
+      },
+      {
+        "id": "runOption",
+        "component": "SelectItem",
+        "value": "running",
+        "label": "Running"
+      },
+      {
+        "id": "strengthOption",
+        "component": "SelectItem",
+        "value": "strength",
+        "label": "Strength training"
+      },
+      {
+        "id": "cyclingOption",
+        "component": "SelectItem",
+        "value": "cycling",
+        "label": "Cycling"
+      },
+      {
+        "id": "yogaOption",
+        "component": "SelectItem",
+        "value": "yoga",
+        "label": "Yoga"
+      },
+      {
+        "id": "walkingOption",
+        "component": "SelectItem",
+        "value": "walking",
+        "label": "Walking"
+      },
+      {
+        "id": "durationControl",
+        "component": "FormControl",
+        "label": "Duration",
+        "hint": "Enter total minutes",
+        "input": "durationInput"
+      },
+      {
+        "id": "durationInput",
+        "component": "Input",
+        "name": "duration",
+        "type": "number",
+        "placeholder": "e.g. 30"
+      },
+      {
+        "id": "notesControl",
+        "component": "FormControl",
+        "label": "Notes",
+        "hint": "Optional details about your workout",
+        "input": "notesInput"
+      },
+      {
+        "id": "notesInput",
+        "component": "TextArea",
+        "name": "notes",
+        "placeholder": "How did it go?",
+        "rows": 3
+      },
+      {
+        "id": "formButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "saveWorkoutButton"
+        ]
+      },
+      {
+        "id": "saveWorkoutButton",
+        "component": "Button",
+        "label": "Log workout",
+        "variant": "primary",
+        "size": "large"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r1.txt
new file mode 100644
index 000000000..f814a2787
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r1.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D4AFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-job-posting","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["hero","overview","qualifications","compensation","application","share"]},{"id":"hero","component":"Card","variant":"card","direction":"column","gap":"m","children":["hero-header","team-tag","hero-description"]},{"id":"hero-header","component":"CardHeader","title":"Senior Product Designer","subtitle":"Design Team · Full-time · Hybrid"},{"id":"team-tag","component":"Tag","text":"Product Design","variant":"info","size":"md"},{"id":"hero-description","component":"TextContent","size":"large","text":"Help shape intuitive, thoughtful experiences that make complex work feel simple. You’ll partner with product, engineering, and research to take ideas from early concepts through polished, shipped products."},{"id":"overview","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["overview-heading","overview-text"]},{"id":"overview-heading","component":"Heading","text":"About the role","level":"h2"},{"id":"overview-text","component":"TextContent","text":"As a Senior Product Designer, you’ll lead end-to-end design for high-impact product areas. You’ll turn customer insight into clear workflows, create scalable interaction patterns, and raise the quality bar across our product."},{"id":"qualifications","component":"Card","variant":"card","direction":"column","gap":"m","children":["qualifications-heading","qualifications-list"]},{"id":"qualifications-heading","component":"Heading","text":"What we’re looking for","level":"h2"},{"id":"qualifications-list","component":"ListBlock","variant":"number","items":["qualification-1","qualification-2","qualification-3","qualification-4"]},{"id":"qualification-1","component":"ListItem","title":"5+ years of product design experience","subtitle":"A portfolio demonstrating strong interaction, visual, and systems thinking."},{"id":"qualification-2","component":"ListItem","title":"End-to-end product ownership","subtitle":"Comfort moving from discovery and prototyping through detailed delivery."},{"id":"qualification-3","component":"ListItem","title":"Excellent collaboration skills","subtitle":"Experience partnering closely with product managers, engineers, and researchers."},{"id":"qualification-4","component":"ListItem","title":"Customer-centered craft","subtitle":"A habit of using research, data, and feedback to make practical design decisions."},{"id":"compensation","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["compensation-heading","salary-callout","compensation-note"]},{"id":"compensation-heading","component":"Heading","text":"Compensation","level":"h2"},{"id":"salary-callout","component":"Callout","variant":"success","title":"$135,000–$165,000 USD","description":"Base salary range for this role, depending on experience, location, and relevant skills."},{"id":"compensation-note","component":"TextContent","size":"small","text":"This position also includes equity and a comprehensive benefits package."},{"id":"application","component":"Card","variant":"card","direction":"column","gap":"m","children":["application-heading","application-text","application-form"]},{"id":"application-heading","component":"Heading","text":"Apply for this role","level":"h2"},{"id":"application-text","component":"TextContent","text":"Tell us a little about yourself and include a link to your resume or portfolio."},{"id":"application-form","component":"Form","name":"design-role-application","fields":["name-control","email-control","resume-control"],"buttons":"application-buttons"},{"id":"name-control","component":"FormControl","label":"Full name","input":"name-input"},{"id":"name-input","component":"Input","name":"fullName","type":"text","placeholder":"Your full name"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input"},{"id":"email-input","component":"Input","name":"email","type":"email","placeholder":"you@example.com"},{"id":"resume-control","component":"FormControl","label":"Resume or portfolio link","hint":"Please share a public URL.","input":"resume-input"},{"id":"resume-input","component":"Input","name":"resumeLink","type":"url","placeholder":"https://..."},{"id":"application-buttons","component":"Buttons","direction":"row","buttons":["apply-button"]},{"id":"apply-button","component":"Button","label":"Submit application","variant":"primary","size":"large"},{"id":"share","component":"Card","variant":"clear","direction":"column","gap":"s","children":["share-heading","share-text","share-buttons"]},{"id":"share-heading","component":"Heading","text":"Know a great designer?","level":"h3"},{"id":"share-text","component":"TextContent","text":"Share this posting with someone who could be a great fit."},{"id":"share-buttons","component":"Buttons","direction":"row","buttons":["copy-link-button","share-email-button"]},{"id":"copy-link-button","component":"Button","label":"Copy job link","variant":"secondary","size":"medium"},{"id":"share-email-button","component":"Button","label":"Share by email","variant":"tertiary","size":"medium"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r2.txt
new file mode 100644
index 000000000..734810b3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#5B4BFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-job-posting","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["job-header","role-description","qualifications","compensation","application","share-card"]},{"id":"job-header","component":"Card","variant":"card","direction":"column","gap":"m","children":["job-title","job-team","job-meta"]},{"id":"job-title","component":"Heading","text":"Senior Product Designer","level":"h1"},{"id":"job-team","component":"TextContent","text":"Design Team · Product & Experience","size":"large-heavy"},{"id":"job-meta","component":"TagBlock","tags":["Full-time","Hybrid","New York, NY"]},{"id":"role-description","component":"Card","variant":"clear","direction":"column","gap":"s","children":["role-description-title","role-description-text"]},{"id":"role-description-title","component":"Heading","text":"About the role","level":"h2"},{"id":"role-description-text","component":"TextContent","text":"We’re looking for a thoughtful Senior Product Designer to shape intuitive, high-impact experiences across our core product. You’ll partner closely with product, engineering, and research to turn complex customer needs into clear, elegant solutions.","size":"default"},{"id":"qualifications","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["qualifications-title","qualifications-list"]},{"id":"qualifications-title","component":"Heading","text":"What we’re looking for","level":"h2"},{"id":"qualifications-list","component":"ListBlock","variant":"number","items":["qualification-1","qualification-2","qualification-3","qualification-4"]},{"id":"qualification-1","component":"ListItem","title":"5+ years of product design experience","subtitle":"Experience designing and shipping polished digital products."},{"id":"qualification-2","component":"ListItem","title":"Strong end-to-end design practice","subtitle":"Comfortable with discovery, interaction design, prototyping, and visual systems."},{"id":"qualification-3","component":"ListItem","title":"Excellent collaboration skills","subtitle":"Able to communicate design rationale and work closely with cross-functional partners."},{"id":"qualification-4","component":"ListItem","title":"A portfolio that demonstrates craft and impact","subtitle":"Show us how your work improved real customer and business outcomes."},{"id":"compensation","component":"Card","variant":"card","direction":"column","gap":"s","children":["compensation-title","salary","compensation-note"]},{"id":"compensation-title","component":"Heading","text":"Compensation","level":"h2"},{"id":"salary","component":"TextContent","text":"$145,000 – $175,000 USD","size":"large-heavy"},{"id":"compensation-note","component":"TextContent","text":"Base salary range for this role. Final compensation depends on experience, location, and interview performance.","size":"small"},{"id":"application","component":"Card","variant":"card","direction":"column","gap":"m","children":["application-title","application-description","application-form","apply-name-control","apply-name","apply-email-control","apply-email","apply-resume-control","apply-resume","apply-buttons","apply-button"]},{"id":"application-title","component":"Heading","text":"Apply for this role","level":"h2"},{"id":"application-description","component":"TextContent","text":"Tell us a little about yourself and share a link to your resume or portfolio.","size":"default"},{"id":"application-form","component":"Form","name":"design-role-application","fields":["apply-name-control","apply-email-control","apply-resume-control"],"buttons":"apply-buttons"},{"id":"apply-name-control","component":"FormControl","label":"Full name","input":"apply-name"},{"id":"apply-name","component":"Input","name":"fullName","placeholder":"Your name","type":"text"},{"id":"apply-email-control","component":"FormControl","label":"Email address","input":"apply-email"},{"id":"apply-email","component":"Input","name":"email","placeholder":"you@example.com","type":"email"},{"id":"apply-resume-control","component":"FormControl","label":"Resume or portfolio link","input":"apply-resume","hint":"Share a public link to your resume, portfolio, or LinkedIn profile."},{"id":"apply-resume","component":"Input","name":"resumeLink","placeholder":"https://","type":"url"},{"id":"apply-buttons","component":"Buttons","direction":"row","buttons":["apply-button"]},{"id":"apply-button","component":"Button","label":"Submit application","variant":"primary","size":"large"},{"id":"share-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["share-title","share-description","share-buttons","share-linkedin","share-email","share-copy"]},{"id":"share-title","component":"Heading","text":"Share this opportunity","level":"h2"},{"id":"share-description","component":"TextContent","text":"Know a great designer? Help us find them by sharing this posting.","size":"default"},{"id":"share-buttons","component":"Buttons","direction":"row","buttons":["share-linkedin","share-email","share-copy"]},{"id":"share-linkedin","component":"Button","label":"Share on LinkedIn","variant":"secondary","size":"medium"},{"id":"share-email","component":"Button","label":"Share by email","variant":"secondary","size":"medium"},{"id":"share-copy","component":"Button","label":"Copy link","variant":"tertiary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r3.txt
new file mode 100644
index 000000000..7cb258852
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r3.txt
@@ -0,0 +1,279 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "design-role-job-posting",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#6D4AFF",
+      "agentDisplayName": "Careers"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "design-role-job-posting",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "hero",
+          "details",
+          "application",
+          "share"
+        ]
+      },
+      {
+        "id": "hero",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "role-title",
+          "team-tag",
+          "role-description",
+          "salary"
+        ]
+      },
+      {
+        "id": "role-title",
+        "component": "Heading",
+        "text": "Senior Product Designer",
+        "level": "h1"
+      },
+      {
+        "id": "team-tag",
+        "component": "Tag",
+        "text": "Product Design Team · Full-time",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "role-description",
+        "component": "TextContent",
+        "size": "large",
+        "text": "We’re looking for a thoughtful Senior Product Designer to shape intuitive, high-quality experiences across our core product. You’ll partner with product, engineering, and research to turn complex problems into clear, useful solutions."
+      },
+      {
+        "id": "salary",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Salary range",
+        "description": "$135,000–$165,000 USD base salary, plus equity and benefits."
+      },
+      {
+        "id": "details",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "qualifications-heading",
+          "qualifications"
+        ]
+      },
+      {
+        "id": "qualifications-heading",
+        "component": "Heading",
+        "text": "What we’re looking for",
+        "level": "h2"
+      },
+      {
+        "id": "qualifications",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "qualification-1",
+          "qualification-2",
+          "qualification-3",
+          "qualification-4"
+        ]
+      },
+      {
+        "id": "qualification-1",
+        "component": "ListItem",
+        "title": "5+ years of product design experience",
+        "subtitle": "You have shipped polished digital products from discovery through delivery."
+      },
+      {
+        "id": "qualification-2",
+        "component": "ListItem",
+        "title": "Strong interaction and visual design craft",
+        "subtitle": "You can create clear flows, refined interfaces, and scalable design systems."
+      },
+      {
+        "id": "qualification-3",
+        "component": "ListItem",
+        "title": "Collaborative, user-centered approach",
+        "subtitle": "You work effectively with researchers, engineers, and product managers."
+      },
+      {
+        "id": "qualification-4",
+        "component": "ListItem",
+        "title": "Portfolio demonstrating end-to-end thinking",
+        "subtitle": "Your work shows how you frame problems, explore options, and measure outcomes."
+      },
+      {
+        "id": "application",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "apply-heading",
+          "apply-description",
+          "application-form",
+          "application-buttons",
+          "resume-note"
+        ]
+      },
+      {
+        "id": "apply-heading",
+        "component": "Heading",
+        "text": "Apply for this role",
+        "level": "h2"
+      },
+      {
+        "id": "apply-description",
+        "component": "TextContent",
+        "text": "Tell us a little about yourself and include a link to your resume or portfolio."
+      },
+      {
+        "id": "application-form",
+        "component": "Form",
+        "name": "design-role-application",
+        "fields": [
+          "name-control",
+          "email-control",
+          "resume-control"
+        ],
+        "buttons": "application-buttons"
+      },
+      {
+        "id": "name-control",
+        "component": "FormControl",
+        "label": "Full name",
+        "input": "name-input"
+      },
+      {
+        "id": "name-input",
+        "component": "Input",
+        "name": "fullName",
+        "type": "text",
+        "placeholder": "Your name"
+      },
+      {
+        "id": "email-control",
+        "component": "FormControl",
+        "label": "Email address",
+        "input": "email-input"
+      },
+      {
+        "id": "email-input",
+        "component": "Input",
+        "name": "email",
+        "type": "email",
+        "placeholder": "you@example.com"
+      },
+      {
+        "id": "resume-control",
+        "component": "FormControl",
+        "label": "Resume or portfolio link",
+        "hint": "Share a public link to your resume, portfolio, or LinkedIn profile.",
+        "input": "resume-input"
+      },
+      {
+        "id": "resume-input",
+        "component": "Input",
+        "name": "resumeLink",
+        "type": "url",
+        "placeholder": "https://"
+      },
+      {
+        "id": "application-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-application"
+        ]
+      },
+      {
+        "id": "submit-application",
+        "component": "Button",
+        "label": "Submit application",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "resume-note",
+        "component": "TextContent",
+        "size": "small",
+        "text": "We review every application and will be in touch if your experience looks like a match."
+      },
+      {
+        "id": "share",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "share-heading",
+          "share-description",
+          "share-buttons"
+        ]
+      },
+      {
+        "id": "share-heading",
+        "component": "Heading",
+        "text": "Know someone great?",
+        "level": "h3"
+      },
+      {
+        "id": "share-description",
+        "component": "TextContent",
+        "text": "Share this Senior Product Designer opening with your network."
+      },
+      {
+        "id": "share-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "copy-link",
+          "share-linkedin",
+          "share-email"
+        ]
+      },
+      {
+        "id": "copy-link",
+        "component": "Button",
+        "label": "Copy link",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "share-linkedin",
+        "component": "Button",
+        "label": "Share on LinkedIn",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "share-email",
+        "component": "Button",
+        "label": "Share by email",
+        "variant": "tertiary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r4.txt
new file mode 100644
index 000000000..4f86b88d2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-job__r4.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"design-role-job-posting","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D4AFF","agentDisplayName":"Careers"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"design-role-job-posting","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["header","overview","qualifications","compensation","application","share"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"s","children":["role-title","team-tag","role-summary"]},{"id":"role-title","component":"Heading","text":"Senior Product Designer","level":"h1"},{"id":"team-tag","component":"Tag","text":"Product Design Team","variant":"info","size":"md"},{"id":"role-summary","component":"TextContent","text":"Help shape intuitive, high-impact experiences for the tools our customers use every day. You’ll partner closely with product, engineering, and research to take ideas from early exploration through polished, measurable launches.","size":"large"},{"id":"overview","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["overview-heading","overview-copy"]},{"id":"overview-heading","component":"Heading","text":"About the role","level":"h2"},{"id":"overview-copy","component":"TextContent","text":"As a Senior Product Designer, you will own end-to-end design for complex workflows, turn customer insight into clear product direction, and raise the quality bar across our growing platform.","size":"default"},{"id":"qualifications","component":"Card","variant":"card","direction":"column","gap":"m","children":["qualifications-heading","qualification-list"]},{"id":"qualifications-heading","component":"Heading","text":"What we’re looking for","level":"h2"},{"id":"qualification-list","component":"ListBlock","variant":"number","items":["qualification-1","qualification-2","qualification-3","qualification-4"]},{"id":"qualification-1","component":"ListItem","title":"5+ years of product design experience","subtitle":"Experience designing and shipping digital products from concept to launch."},{"id":"qualification-2","component":"ListItem","title":"Strong interaction and visual design craft","subtitle":"A portfolio demonstrating thoughtful systems, flows, and polished interfaces."},{"id":"qualification-3","component":"ListItem","title":"Collaborative product mindset","subtitle":"Comfort partnering with engineers, product managers, and researchers."},{"id":"qualification-4","component":"ListItem","title":"Clear communication","subtitle":"Ability to explain design decisions and influence cross-functional stakeholders."},{"id":"compensation","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["compensation-heading","salary","salary-note"]},{"id":"compensation-heading","component":"Heading","text":"Compensation","level":"h2"},{"id":"salary","component":"TextContent","text":"$145,000–$175,000 USD","size":"large-heavy"},{"id":"salary-note","component":"TextContent","text":"Base salary range; final compensation depends on experience, location, and role scope.","size":"small"},{"id":"application","component":"Card","variant":"card","direction":"column","gap":"m","children":["application-heading","application-description","application-form","application-note"]},{"id":"application-heading","component":"Heading","text":"Apply for this role","level":"h2"},{"id":"application-description","component":"TextContent","text":"Tell us a little about yourself and include a link to your resume or portfolio.","size":"default"},{"id":"application-form","component":"Form","name":"design-role-application","fields":["name-control","email-control","resume-control"],"buttons":"application-buttons"},{"id":"name-control","component":"FormControl","label":"Full name","input":"name-input"},{"id":"name-input","component":"Input","name":"fullName","placeholder":"Your full name","type":"text"},{"id":"email-control","component":"FormControl","label":"Email address","input":"email-input"},{"id":"email-input","component":"Input","name":"email","placeholder":"you@example.com","type":"email"},{"id":"resume-control","component":"FormControl","label":"Resume or portfolio link","hint":"Share a public link to your resume, portfolio, or LinkedIn profile.","input":"resume-input"},{"id":"resume-input","component":"Input","name":"resumeLink","placeholder":"https://","type":"url"},{"id":"application-buttons","component":"Buttons","direction":"row","buttons":["submit-application"]},{"id":"submit-application","component":"Button","label":"Submit application","variant":"primary","size":"large"},{"id":"application-note","component":"TextContent","text":"We review every application and will reach out if your experience is a match.","size":"small"},{"id":"share","component":"Card","variant":"clear","direction":"column","gap":"s","children":["share-heading","share-copy","share-buttons"]},{"id":"share-heading","component":"Heading","text":"Share this opportunity","level":"h3"},{"id":"share-copy","component":"TextContent","text":"Know a great designer? Help us find them.","size":"default"},{"id":"share-buttons","component":"Buttons","direction":"row","buttons":["copy-link","share-email"]},{"id":"copy-link","component":"Button","label":"Copy job link","variant":"secondary","size":"medium"},{"id":"share-email","component":"Button","label":"Share by email","variant":"tertiary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r1.txt
new file mode 100644
index 000000000..02316a6d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"monthly-sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"monthly-sales-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary-row","trend-card","products-card","download-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Monthly sales check","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Founder view · August 2026","size":"default"},{"id":"summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["revenue-card","conversion-card"]},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenue-label","revenue-value","revenue-note"],"weight":2},{"id":"revenue-label","component":"TextContent","text":"Revenue this month","size":"small"},{"id":"revenue-value","component":"Heading","text":"$84,260","level":"h2"},{"id":"revenue-note","component":"TextContent","text":"↑ 18.4% versus last month","size":"small"},{"id":"conversion-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["conversion-label","conversion-value","conversion-note"],"weight":1},{"id":"conversion-label","component":"TextContent","text":"Conversion rate","size":"small"},{"id":"conversion-value","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversion-note","component":"TextContent","text":"↑ 0.6 percentage points versus last month","size":"small"},{"id":"trend-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["trend-header","revenue-trend","trend-note"]},{"id":"trend-header","component":"CardHeader","title":"Revenue over the last six months","subtitle":"Monthly revenue in USD"},{"id":"revenue-trend","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},{"id":"revenue-series","component":"Series","category":"Revenue","values":[48200,53600,57800,62500,71150,84260]},{"id":"trend-note","component":"TextContent","text":"Revenue has grown 74.8% since March.","size":"small"},{"id":"products-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["products-header","products-table"]},{"id":"products-header","component":"CardHeader","title":"Best-selling products","subtitle":"Top three products by units sold this month"},{"id":"products-table","component":"Table","columns":["product-column","units-column"]},{"id":"product-column","component":"Col","label":"Product","data":["Growth Playbook","Founder CRM Template","Sales Metrics Course"],"type":"string"},{"id":"units-column","component":"Col","label":"Units sold","data":[428,316,241],"type":"number"},{"id":"download-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["download-copy","download-button"]},{"id":"download-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["download-title","download-description"]},{"id":"download-title","component":"TextContent","text":"Download this month’s numbers","size":"small-heavy"},{"id":"download-description","component":"TextContent","text":"Export revenue, conversion, and product sales as a CSV file.","size":"small"},{"id":"download-button","component":"Button","label":"Download CSV","variant":"primary","size":"medium","action":["download","monthly-sales-august-2026.csv"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r2.txt
new file mode 100644
index 000000000..4f12a185a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"founder-monthly-sales-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics-row","trend-card","products-card","download-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Monthly sales check","level":"h1"},{"id":"subtitle","component":"TextContent","text":"A founder-ready view of revenue, momentum, conversion, and top products.","size":"default"},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["revenue-card","conversion-card"]},{"id":"revenue-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenue-label","revenue-value","revenue-note"],"weight":2},{"id":"revenue-label","component":"TextContent","text":"Revenue this month","size":"small-heavy"},{"id":"revenue-value","component":"Heading","text":"$84,260","level":"h2"},{"id":"revenue-note","component":"TextContent","text":"Up 12.4% from last month","size":"small"},{"id":"conversion-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["conversion-label","conversion-value","conversion-note"],"weight":1},{"id":"conversion-label","component":"TextContent","text":"Conversion rate","size":"small-heavy"},{"id":"conversion-value","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversion-note","component":"TextContent","text":"Visitors who completed a purchase","size":"small"},{"id":"trend-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["trend-header","revenue-chart","trend-insight"]},{"id":"trend-header","component":"CardHeader","title":"Revenue over the last six months","subtitle":"Monthly revenue in USD"},{"id":"revenue-chart","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue ($)"},{"id":"revenue-series","component":"Series","category":"Revenue","values":[51200,56800,61400,64750,74900,84260]},{"id":"trend-insight","component":"TextContent","text":"Revenue has grown 64.6% since March, with the strongest month-to-month gain in August.","size":"small"},{"id":"products-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["products-header","top-products-table"]},{"id":"products-header","component":"CardHeader","title":"Best-selling products","subtitle":"Top three products by units sold this month"},{"id":"top-products-table","component":"Table","columns":["product-rank-col","product-name-col","product-units-col"]},{"id":"product-rank-col","component":"Col","label":"Rank","data":["1","2","3"],"type":"number"},{"id":"product-name-col","component":"Col","label":"Product","data":["Growth Playbook","Founder CRM Template","Sales Dashboard Kit"],"type":"string"},{"id":"product-units-col","component":"Col","label":"Units sold","data":[428,317,244],"type":"number"},{"id":"download-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["download-copy","download-button"]},{"id":"download-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["download-title","download-description"],"weight":3},{"id":"download-title","component":"TextContent","text":"Export this month’s numbers","size":"small-heavy"},{"id":"download-description","component":"TextContent","text":"Download revenue, conversion, and product performance as a CSV file.","size":"small"},{"id":"download-button","component":"Button","label":"Download CSV","variant":"primary","size":"medium","action":[{"type":"download","format":"csv","scope":"monthly-sales"}],"weight":1}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r3.txt
new file mode 100644
index 000000000..538fd38ec
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"founder-monthly-sales-check","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"founder-monthly-sales-check","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","trendCard","productsCard","downloadButton"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Monthly sales check","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Founder view · August 2026","size":"default"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["revenueMetric","conversionMetric"]},{"id":"revenueMetric","component":"Card","variant":"card","direction":"column","gap":"s","children":["revenueLabel","revenueValue","revenueNote"],"weight":2},{"id":"revenueLabel","component":"TextContent","text":"Revenue this month","size":"small"},{"id":"revenueValue","component":"Heading","text":"$84,250","level":"h2"},{"id":"revenueNote","component":"TextContent","text":"↑ 18.4% vs. last month","size":"small"},{"id":"conversionMetric","component":"Card","variant":"card","direction":"column","gap":"s","children":["conversionLabel","conversionValue","conversionNote"],"weight":1},{"id":"conversionLabel","component":"TextContent","text":"Conversion rate","size":"small"},{"id":"conversionValue","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversionNote","component":"TextContent","text":"↑ 0.6 percentage points vs. last month","size":"small"},{"id":"trendCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["trendHeader","revenueTrend","trendCaption"]},{"id":"trendHeader","component":"CardHeader","title":"Revenue movement","subtitle":"Last six months"},{"id":"revenueTrend","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["revenueSeries"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},{"id":"revenueSeries","component":"Series","category":"Revenue","values":[48200,53600,51750,62400,71150,84250]},{"id":"trendCaption","component":"TextContent","text":"Revenue has grown 74.8% since March.","size":"small"},{"id":"productsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["productsHeader","productsTable"]},{"id":"productsHeader","component":"CardHeader","title":"Best-selling products","subtitle":"Ranked by units sold this month"},{"id":"productsTable","component":"Table","columns":["productRankCol","productNameCol","unitsSoldCol"]},{"id":"productRankCol","component":"Col","label":"Rank","type":"number","data":[1,2,3]},{"id":"productNameCol","component":"Col","label":"Product","type":"string","data":["Growth Plan","Starter Plan","Analytics Add-on"]},{"id":"unitsSoldCol","component":"Col","label":"Units sold","type":"number","data":[428,311,196]},{"id":"downloadButton","component":"Button","label":"Download monthly sales numbers (CSV)","variant":"primary","size":"large","action":[{"type":"download","format":"csv","filename":"monthly-sales-august-2026.csv"}]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r4.txt
new file mode 100644
index 000000000..ac9ea7255
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-sales__r4.txt
@@ -0,0 +1,253 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "monthly-sales-check",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Sales dashboard"
+    }
+  }
+}
+</a2ui-json>
+
+< a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "monthly-sales-check",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-title",
+          "page-subtitle",
+          "summary-card",
+          "trend-card",
+          "products-card",
+          "download-button"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Monthly sales check",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Founder view · August 2026",
+        "size": "default"
+      },
+      {
+        "id": "summary-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "revenue-block",
+          "conversion-block"
+        ]
+      },
+      {
+        "id": "revenue-block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "revenue-label",
+          "revenue-value",
+          "revenue-note"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "revenue-label",
+        "component": "TextContent",
+        "text": "Revenue this month",
+        "size": "small"
+      },
+      {
+        "id": "revenue-value",
+        "component": "Heading",
+        "text": "$84,260",
+        "level": "h2"
+      },
+      {
+        "id": "revenue-note",
+        "component": "TextContent",
+        "text": "Up 12.4% from July",
+        "size": "small"
+      },
+      {
+        "id": "conversion-block",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "conversion-label",
+          "conversion-value",
+          "conversion-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "conversion-label",
+        "component": "TextContent",
+        "text": "Conversion rate",
+        "size": "small"
+      },
+      {
+        "id": "conversion-value",
+        "component": "Heading",
+        "text": "4.8%",
+        "level": "h2"
+      },
+      {
+        "id": "conversion-note",
+        "component": "TextContent",
+        "text": "Visitors who completed a purchase",
+        "size": "small"
+      },
+      {
+        "id": "trend-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "trend-header",
+          "revenue-trend-chart",
+          "trend-context"
+        ]
+      },
+      {
+        "id": "trend-header",
+        "component": "CardHeader",
+        "title": "Revenue over the last six months",
+        "subtitle": "Monthly revenue in USD"
+      },
+      {
+        "id": "revenue-trend-chart",
+        "component": "LineChart",
+        "labels": [
+          "Mar",
+          "Apr",
+          "May",
+          "Jun",
+          "Jul",
+          "Aug"
+        ],
+        "series": [
+          "revenue-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Month",
+        "yLabel": "Revenue ($)"
+      },
+      {
+        "id": "revenue-series",
+        "component": "Series",
+        "category": "Revenue",
+        "values": [
+          48200,
+          53600,
+          59100,
+          62400,
+          74950,
+          84260
+        ]
+      },
+      {
+        "id": "trend-context",
+        "component": "TextContent",
+        "text": "Revenue increased 74.8% since March.",
+        "size": "small"
+      },
+      {
+        "id": "products-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "products-header",
+          "top-products-table"
+        ]
+      },
+      {
+        "id": "products-header",
+        "component": "CardHeader",
+        "title": "Top-selling products",
+        "subtitle": "Units sold this month"
+      },
+      {
+        "id": "top-products-table",
+        "component": "Table",
+        "columns": [
+          "product-rank-column",
+          "product-name-column",
+          "product-units-column"
+        ]
+      },
+      {
+        "id": "product-rank-column",
+        "component": "Col",
+        "label": "Rank",
+        "type": "number",
+        "data": [
+          1,
+          2,
+          3
+        ]
+      },
+      {
+        "id": "product-name-column",
+        "component": "Col",
+        "label": "Product",
+        "type": "string",
+        "data": [
+          "Growth Plan",
+          "Starter Kit",
+          "Team Add-on"
+        ]
+      },
+      {
+        "id": "product-units-column",
+        "component": "Col",
+        "label": "Units sold",
+        "type": "number",
+        "data": [
+          428,
+          311,
+          186
+        ]
+      },
+      {
+        "id": "download-button",
+        "component": "Button",
+        "label": "Download sales report (CSV)",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "download",
+            "format": "csv",
+            "filename": "monthly-sales-august-2026.csv"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r1.txt
new file mode 100644
index 000000000..558fa5c4e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","missing-callout","blocked-section","updates-heading","updates-list","post-update-card"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"s","children":["title","date","team-summary"]},{"id":"title","component":"Heading","text":"Team async standup","level":"h1"},{"id":"date","component":"TextContent","text":"Tuesday, August 18, 2026","size":"default"},{"id":"team-summary","component":"TextContent","text":"4 of 6 teammates have posted today","size":"small"},{"id":"missing-callout","component":"Callout","variant":"warning","title":"2 updates still missing","description":"Waiting on Priya Shah and Marcus Lee to share their standup updates."},{"id":"blocked-section","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["blocked-heading","blocked-list"]},{"id":"blocked-heading","component":"Heading","text":"Blocked teammates","level":"h2"},{"id":"blocked-list","component":"ListBlock","variant":"number","items":["blocked-ana"]},{"id":"blocked-ana","component":"ListItem","title":"Ana Torres — Blocked on API access","subtitle":"Needs production read access to validate the new billing flow. Waiting on the platform team.","actionLabel":"View update"},{"id":"updates-heading","component":"Heading","text":"Today’s updates","level":"h2"},{"id":"updates-list","component":"ListBlock","variant":"number","items":["update-jordan","update-ana","update-wei","update-sam"]},{"id":"update-jordan","component":"ListItem","title":"Jordan Kim — Frontend","subtitle":"Yesterday: completed dashboard empty states. Today: integrating notification preferences. Blockers: none.","actionLabel":"View details"},{"id":"update-ana","component":"ListItem","title":"Ana Torres — Backend","subtitle":"Yesterday: added billing event validation. Today: validating the flow in production. Blocker: API access pending.","actionLabel":"View details"},{"id":"update-wei","component":"ListItem","title":"Wei Chen — Design","subtitle":"Yesterday: finalized mobile checkout specs. Today: preparing developer handoff and reviewing edge cases. Blockers: none.","actionLabel":"View details"},{"id":"update-sam","component":"ListItem","title":"Sam Patel — QA","subtitle":"Yesterday: ran regression on checkout. Today: testing payment retry scenarios. Blockers: none.","actionLabel":"View details"},{"id":"post-update-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["post-heading","post-description","update-form"]},{"id":"post-heading","component":"Heading","text":"Post your update","level":"h2"},{"id":"post-description","component":"TextContent","text":"Share progress, today’s plan, and anything blocking you.","size":"small"},{"id":"update-form","component":"Form","name":"post-standup-update","fields":["yesterday-control","today-control","blockers-control"],"buttons":"form-buttons"},{"id":"yesterday-control","component":"FormControl","label":"What did you complete yesterday?","input":"yesterday-input"},{"id":"yesterday-input","component":"TextArea","name":"yesterday","placeholder":"Completed, reviewed, or learned…","rows":3},{"id":"today-control","component":"FormControl","label":"What are you working on today?","input":"today-input"},{"id":"today-input","component":"TextArea","name":"today","placeholder":"Your priorities for today…","rows":3},{"id":"blockers-control","component":"FormControl","label":"Any blockers?","hint":"Write “None” if you are unblocked.","input":"blockers-input"},{"id":"blockers-input","component":"TextArea","name":"blockers","placeholder":"What do you need, and from whom?","rows":2},{"id":"form-buttons","component":"Buttons","direction":"row","buttons":["submit-update"]},{"id":"submit-update","component":"Button","label":"Post update","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r2.txt
new file mode 100644
index 000000000..b15c0d260
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","missing-alert","blocked-section","updates-section","post-section"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"s","children":["title","date","summary"]},{"id":"title","component":"Heading","text":"Team async standup","level":"h1"},{"id":"date","component":"TextContent","text":"Tuesday, August 18, 2026","size":"default"},{"id":"summary","component":"TextContent","text":"**4 of 6** teammates have posted today","size":"small"},{"id":"missing-alert","component":"Alert","variant":"warning","title":"2 updates still missing","description":"Waiting on Priya Shah and Marcus Lee to post their standup updates."},{"id":"blocked-section","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["blocked-heading","blocked-callout"]},{"id":"blocked-heading","component":"Heading","text":"Blocked today","level":"h2"},{"id":"blocked-callout","component":"Callout","variant":"warning","title":"Jordan Kim is blocked","description":"Waiting for production database access before starting the migration validation."},{"id":"updates-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["updates-heading","updates-list"]},{"id":"updates-heading","component":"Heading","text":"Today’s updates","level":"h2"},{"id":"updates-list","component":"ListBlock","variant":"number","items":["update-alex","update-jordan","update-sam","update-elena","update-priya","update-marcus"]},{"id":"update-alex","component":"ListItem","title":"Alex Morgan — Posted","subtitle":"Yesterday: shipped the notification preferences UI. Today: wiring analytics events. Blockers: none."},{"id":"update-jordan","component":"ListItem","title":"Jordan Kim — Posted · Blocked","subtitle":"Yesterday: prepared migration scripts. Today: validate migration in production. Blocker: waiting for production database access."},{"id":"update-sam","component":"ListItem","title":"Sam Rivera — Posted","subtitle":"Yesterday: resolved checkout validation bugs. Today: add regression tests and review the release candidate. Blockers: none."},{"id":"update-elena","component":"ListItem","title":"Elena Petrov — Posted","subtitle":"Yesterday: completed customer interview synthesis. Today: share findings and draft the onboarding experiment brief. Blockers: none."},{"id":"update-priya","component":"ListItem","title":"Priya Shah — Update missing","subtitle":"No standup update posted yet today."},{"id":"update-marcus","component":"ListItem","title":"Marcus Lee — Update missing","subtitle":"No standup update posted yet today."},{"id":"post-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["post-heading","standup-form","yesterday-control","yesterday-input","today-control","today-input","blockers-control","blockers-input","form-buttons","submit-button"]},{"id":"post-heading","component":"Heading","text":"Post your update","level":"h2"},{"id":"standup-form","component":"Form","name":"daily-standup","fields":["yesterday-control","today-control","blockers-control"],"buttons":"form-buttons"},{"id":"yesterday-control","component":"FormControl","label":"What did you complete yesterday?","hint":"Share outcomes, links, or decisions.","input":"yesterday-input"},{"id":"yesterday-input","component":"TextArea","name":"yesterday","placeholder":"Yesterday I…","rows":3},{"id":"today-control","component":"FormControl","label":"What are you working on today?","hint":"Focus on your highest-priority work.","input":"today-input"},{"id":"today-input","component":"TextArea","name":"today","placeholder":"Today I will…","rows":3},{"id":"blockers-control","component":"FormControl","label":"Any blockers?","hint":"Write “None” if you are unblocked.","input":"blockers-input"},{"id":"blockers-input","component":"TextArea","name":"blockers","placeholder":"I’m blocked by… / None","rows":2},{"id":"form-buttons","component":"Buttons","direction":"row","buttons":["submit-button"]},{"id":"submit-button","component":"Button","label":"Post update","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r3.txt
new file mode 100644
index 000000000..57ac88b20
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","align":"stretch","children":["header","missingAlert","blockedCallout","updatesCard","postCard"]},{"id":"header","component":"Card","variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","children":["headerText","dateBadge"]},{"id":"headerText","component":"Card","variant":"clear","direction":"column","gap":"xs","align":"start","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Async standup","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18, 2026 · Team updates for today","size":"default"},{"id":"dateBadge","component":"Badge","text":"Today","variant":"secondary"},{"id":"missingAlert","component":"Alert","title":"3 updates still missing","description":"Waiting on updates from Priya, Mateo, and Chen.","variant":"warning"},{"id":"blockedCallout","component":"Callout","variant":"warning","title":"1 teammate is blocked","description":"Jordan needs product copy approval before the onboarding flow can ship."},{"id":"updatesCard","component":"Card","variant":"card","direction":"column","gap":"m","align":"stretch","children":["updatesHeader","updatesList"]},{"id":"updatesHeader","component":"CardHeader","title":"Today’s updates","subtitle":"4 of 7 teammates have posted"},{"id":"updatesList","component":"ListBlock","variant":"image","items":["updateAvery","updateJordan","updateSamira","updateLeo","updatePriya","updateMateo","updateChen"]},{"id":"updateAvery","component":"ListItem","title":"Avery Kim · Engineering","subtitle":"Yesterday: completed API rate-limit tests. Today: wiring metrics dashboard. No blockers."},{"id":"updateJordan","component":"ListItem","title":"Jordan Lee · Design","subtitle":"Yesterday: finalized onboarding screens. Today: preparing handoff. ⚠ Blocked on product copy approval."},{"id":"updateSamira","component":"ListItem","title":"Samira Patel · Product","subtitle":"Yesterday: reviewed activation funnel. Today: prioritizing Q3 experiments. No blockers."},{"id":"updateLeo","component":"ListItem","title":"Leo Martin · Customer Success","subtitle":"Yesterday: followed up with pilot accounts. Today: leading customer onboarding session. No blockers."},{"id":"updatePriya","component":"ListItem","title":"Priya Shah · Engineering","subtitle":"Update not posted yet."},{"id":"updateMateo","component":"ListItem","title":"Mateo Ruiz · Marketing","subtitle":"Update not posted yet."},{"id":"updateChen","component":"ListItem","title":"Chen Wu · Data","subtitle":"Update not posted yet."},{"id":"postCard","component":"Card","variant":"card","direction":"column","gap":"m","align":"stretch","children":["postHeader","standupForm"]},{"id":"postHeader","component":"CardHeader","title":"Post your update","subtitle":"Share progress, today’s focus, and anything blocking you."},{"id":"standupForm","component":"Form","name":"post-standup-update","fields":["updateField"],"buttons":"postButtons"},{"id":"updateField","component":"FormControl","label":"Your update","hint":"Include what you completed, what you plan to do today, and any blockers.","input":"updateTextArea"},{"id":"updateTextArea","component":"TextArea","name":"statusUpdate","placeholder":"Yesterday: …\nToday: …\nBlockers: …","rows":5},{"id":"postButtons","component":"Buttons","direction":"row","buttons":["postButton"]},{"id":"postButton","component":"Button","label":"Post update","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r4.txt
new file mode 100644
index 000000000..6c13a3ec0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-standup__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"async-standup","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Async Standup"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"async-standup","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary","blockedCallout","updatesCard","postCard"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["titleBlock","dateBlock"]},{"id":"titleBlock","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Team async standup","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Share progress, surface blockers, and keep everyone aligned.","size":"default"},{"id":"dateBlock","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["dateLabel","dateValue"]},{"id":"dateLabel","component":"TextContent","text":"Today","size":"small-heavy"},{"id":"dateValue","component":"TextContent","text":"Tuesday, August 18, 2026","size":"default"},{"id":"summary","component":"Card","variant":"sunk","direction":"row","justify":"between","align":"center","children":["summaryText","missingBadge"]},{"id":"summaryText","component":"TextContent","text":"4 of 6 teammates have posted an update.","size":"default"},{"id":"missingBadge","component":"Badge","text":"2 updates missing","variant":"destructive"},{"id":"blockedCallout","component":"Callout","variant":"warning","title":"1 teammate is blocked","description":"Maya Chen is waiting on production API access before she can complete the billing integration."},{"id":"updatesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["updatesHeader","updatesList"]},{"id":"updatesHeader","component":"CardHeader","title":"Today’s updates","subtitle":"Latest status from the team"},{"id":"updatesList","component":"ListBlock","variant":"number","items":["mayaUpdate","jordanUpdate","priyaUpdate","leoUpdate","missingAvery","missingSam"]},{"id":"mayaUpdate","component":"ListItem","title":"Maya Chen — Blocked","subtitle":"Completed billing UI states and test coverage. Blocked on production API access for final integration.","actionLabel":"Blocked"},{"id":"jordanUpdate","component":"ListItem","title":"Jordan Lee — On track","subtitle":"Finished search relevance tuning; starting dashboard performance profiling next.","actionLabel":"Posted"},{"id":"priyaUpdate","component":"ListItem","title":"Priya Shah — On track","subtitle":"Reviewed mobile release candidates and resolved two accessibility issues.","actionLabel":"Posted"},{"id":"leoUpdate","component":"ListItem","title":"Leo Martinez — On track","subtitle":"Shipped database migration plan and is pairing on the analytics event schema.","actionLabel":"Posted"},{"id":"missingAvery","component":"ListItem","title":"Avery Kim — Update missing","subtitle":"No standup update posted yet today.","actionLabel":"Missing"},{"id":"missingSam","component":"ListItem","title":"Sam Wilson — Update missing","subtitle":"No standup update posted yet today.","actionLabel":"Missing"},{"id":"postCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["postHeader","standupForm","formButtons","hint"]},{"id":"postHeader","component":"CardHeader","title":"Post your update","subtitle":"Keep it brief: progress, plans, and blockers."},{"id":"standupForm","component":"Form","name":"post-standup-update","fields":["updateControl","blockerControl"],"buttons":"formButtons"},{"id":"updateControl","component":"FormControl","label":"What did you do, and what’s next?","hint":"Mention key progress and your plan for today.","input":"updateText"},{"id":"updateText","component":"TextArea","name":"update","placeholder":"Yesterday I… Today I…","rows":4},{"id":"blockerControl","component":"FormControl","label":"Any blockers?","hint":"Leave blank if you are unblocked.","input":"blockerText"},{"id":"blockerText","component":"Input","name":"blocker","placeholder":"Waiting on…","type":"text"},{"id":"formButtons","component":"Buttons","direction":"row","buttons":["postButton"]},{"id":"postButton","component":"Button","label":"Post update","variant":"primary","size":"medium"},{"id":"hint","component":"TextContent","text":"Your update will be visible to the team immediately.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r1.txt
new file mode 100644
index 000000000..c998700a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#C2410C","agentDisplayName":"Inventory Monitor"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","warning-callout","search-control","threshold-card","items-heading","inventory-table"]},{"id":"header","component":"CardHeader","title":"Low inventory","subtitle":"Items that need attention before they run out"},{"id":"warning-callout","component":"Callout","variant":"warning","title":"5 items running low","description":"Reorder soon to avoid stockouts."},{"id":"search-control","component":"FormControl","label":"Search low-inventory items","hint":"Search by item name or SKU","input":"search-input"},{"id":"search-input","component":"Input","name":"inventory-search","placeholder":"Search items…","type":"text"},{"id":"threshold-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["threshold-title","threshold-detail"]},{"id":"threshold-title","component":"TextContent","text":"Warning threshold","size":"small-heavy"},{"id":"threshold-detail","component":"TextContent","text":"This warning appears when available stock falls to **10 units or fewer**.","size":"default"},{"id":"items-heading","component":"Heading","text":"Items running low","level":"h2"},{"id":"inventory-table","component":"Table","columns":["item-column","sku-column","remaining-column","status-column","reorder-column"]},{"id":"item-column","component":"Col","label":"Item","data":["Organic Whole Milk","Arabica Coffee Beans","Paper Towels (6-pack)","AA Batteries (24-pack)","Tomato Basil Pasta Sauce"],"type":"string"},{"id":"sku-column","component":"Col","label":"SKU","data":["MILK-ORG-1L","COFF-ARAB-1K","TOWEL-6PK","BATT-AA-24","SAUCE-TB-24"],"type":"string"},{"id":"remaining-column","component":"Col","label":"Remaining units","data":[4,7,8,3,10],"type":"number"},{"id":"status-column","component":"Col","label":"Status","data":["Critical","Low","Low","Critical","At threshold"],"type":"string"},{"id":"reorder-column","component":"Col","label":"Reorder","data":["Reorder Milk","Reorder Coffee","Reorder Towels","Reorder Batteries","Reorder Sauce"],"type":"action"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r2.txt
new file mode 100644
index 000000000..2d9622ebd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r2.txt
@@ -0,0 +1,6 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"low-inventory-warning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#D97706","agentDisplayName":"Inventory Manager"}}}
+</a2ui-json>
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"low-inventory-warning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","warning","searchControl","inventoryTable","thresholdCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Low inventory","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Review items that need replenishment and place reorders before stock runs out.","size":"default"},{"id":"warning","component":"Alert","title":"5 items need attention","description":"These products have reached or fallen below their low-inventory threshold.","variant":"warning"},{"id":"searchControl","component":"FormControl","label":"Search inventory","hint":"Search by item name or SKU","input":"searchInput"},{"id":"searchInput","component":"Input","name":"inventory-search","placeholder":"Search items or SKU","type":"text"},{"id":"inventoryTable","component":"Table","columns":["itemCol","skuCol","remainingCol","thresholdCol","statusCol","reorderCol"]},{"id":"itemCol","component":"Col","label":"Item","type":"string","data":["Organic whole milk","Arabica coffee beans","Classic white t-shirt","AA batteries (24-pack)","Whole wheat bread"]},{"id":"skuCol","component":"Col","label":"SKU","type":"string","data":["MLK-ORG-1GAL","COF-ARB-1KG","TSH-WHT-CLS","BAT-AA-24","BRD-WHT-WW"]},{"id":"remainingCol","component":"Col","label":"Remaining units","type":"number","data":[6,8,11,4,9]},{"id":"thresholdCol","component":"Col","label":"Warning threshold","type":"number","data":[12,15,20,10,12]},{"id":"statusCol","component":"Col","label":"Status","type":"string","data":["6 below threshold","7 below threshold","9 below threshold","6 below threshold","3 below threshold"]},{"id":"reorderCol","component":"Col","label":"Reorder","type":"action","data":["Reorder","Reorder","Reorder","Reorder","Reorder"]},{"id":"thresholdCard","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["thresholdHeading","thresholdDescription"]},{"id":"thresholdHeading","component":"Heading","text":"Low-inventory threshold","level":"h3"},{"id":"thresholdDescription","component":"TextContent","text":"This warning appears when an item's on-hand quantity is at or below its configured warning threshold. Thresholds are shown for every item above.","size":"default"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r3.txt
new file mode 100644
index 000000000..3c59010bd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r3.txt
@@ -0,0 +1,147 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "low-inventory-warning",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#C2410C",
+      "agentDisplayName": "Inventory Manager"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "low-inventory-warning",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "warning",
+          "searchControl",
+          "inventoryTable",
+          "footerNote"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "CardHeader",
+        "title": "Low inventory",
+        "subtitle": "Items that need attention before they run out"
+      },
+      {
+        "id": "warning",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Reorder threshold: 10 units",
+        "description": "Products with 10 or fewer units remaining appear in this list."
+      },
+      {
+        "id": "searchControl",
+        "component": "FormControl",
+        "label": "Search low-inventory items",
+        "hint": "Search by product name, SKU, or category.",
+        "input": "searchInput"
+      },
+      {
+        "id": "searchInput",
+        "component": "Input",
+        "name": "inventorySearch",
+        "type": "text",
+        "placeholder": "Search items..."
+      },
+      {
+        "id": "inventoryTable",
+        "component": "Table",
+        "columns": [
+          "productColumn",
+          "skuColumn",
+          "remainingColumn",
+          "thresholdColumn",
+          "actionColumn"
+        ]
+      },
+      {
+        "id": "productColumn",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Organic whole milk",
+          "Arabica coffee beans",
+          "Paper towels — 6 pack",
+          "AA batteries — 12 pack",
+          "Classic tomato soup"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "skuColumn",
+        "component": "Col",
+        "label": "SKU",
+        "data": [
+          "DAI-1042",
+          "PAN-2218",
+          "HOM-3091",
+          "ELE-4175",
+          "GRO-5820"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "remainingColumn",
+        "component": "Col",
+        "label": "Remaining units",
+        "data": [
+          "3",
+          "5",
+          "7",
+          "8",
+          "10"
+        ],
+        "type": "number"
+      },
+      {
+        "id": "thresholdColumn",
+        "component": "Col",
+        "label": "Warning threshold",
+        "data": [
+          "10 units",
+          "10 units",
+          "10 units",
+          "10 units",
+          "10 units"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "actionColumn",
+        "component": "Col",
+        "label": "Reorder",
+        "data": [
+          "Reorder milk",
+          "Reorder coffee",
+          "Reorder towels",
+          "Reorder batteries",
+          "Reorder soup"
+        ],
+        "type": "action"
+      },
+      {
+        "id": "footerNote",
+        "component": "TextContent",
+        "size": "small",
+        "text": "Showing 5 items at or below the current reorder threshold."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r4.txt
new file mode 100644
index 000000000..18f807764
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-stock__r4.txt
@@ -0,0 +1,164 @@
+<a2ui-json>
+[
+  {
+    "version": "v0.9",
+    "createSurface": {
+      "surfaceId": "low-inventory-warning",
+      "catalogId": "thesys.dev:c1-openui",
+      "theme": {
+        "primaryColor": "#B45309",
+        "agentDisplayName": "Inventory Manager"
+      }
+    }
+  },
+  {
+    "version": "v0.9",
+    "updateComponents": {
+      "surfaceId": "low-inventory-warning",
+      "components": [
+        {
+          "id": "root",
+          "component": "Card",
+          "variant": "clear",
+          "direction": "column",
+          "gap": "l",
+          "children": [
+            "header",
+            "warning",
+            "searchControl",
+            "inventoryTable",
+            "thresholdNote"
+          ]
+        },
+        {
+          "id": "header",
+          "component": "CardHeader",
+          "title": "Low inventory",
+          "subtitle": "Items at or below their reorder threshold"
+        },
+        {
+          "id": "warning",
+          "component": "Alert",
+          "variant": "warning",
+          "title": "6 items need attention",
+          "description": "Reorder soon to avoid stockouts."
+        },
+        {
+          "id": "searchControl",
+          "component": "FormControl",
+          "label": "Search low-inventory items",
+          "hint": "Search by item name or SKU",
+          "input": "searchInput"
+        },
+        {
+          "id": "searchInput",
+          "component": "Input",
+          "name": "inventory-search",
+          "type": "text",
+          "placeholder": "Search items or SKU"
+        },
+        {
+          "id": "inventoryTable",
+          "component": "Table",
+          "columns": [
+            "itemColumn",
+            "skuColumn",
+            "remainingColumn",
+            "thresholdColumn",
+            "statusColumn",
+            "reorderColumn"
+          ]
+        },
+        {
+          "id": "itemColumn",
+          "component": "Col",
+          "label": "Item",
+          "data": [
+            "Organic whole milk",
+            "Arabica coffee beans",
+            "Paper towels, 6-pack",
+            "AA batteries, 12-pack",
+            "Sparkling water, lime",
+            "Granola bars, variety pack"
+          ]
+        },
+        {
+          "id": "skuColumn",
+          "component": "Col",
+          "label": "SKU",
+          "data": [
+            "DAI-1042",
+            "GRC-2281",
+            "HOU-5107",
+            "ELE-3490",
+            "BEV-8724",
+            "SNK-1963"
+          ]
+        },
+        {
+          "id": "remainingColumn",
+          "component": "Col",
+          "label": "Remaining units",
+          "type": "number",
+          "data": [
+            4,
+            7,
+            9,
+            3,
+            11,
+            6
+          ]
+        },
+        {
+          "id": "thresholdColumn",
+          "component": "Col",
+          "label": "Warning threshold",
+          "type": "number",
+          "data": [
+            10,
+            12,
+            15,
+            8,
+            20,
+            10
+          ]
+        },
+        {
+          "id": "statusColumn",
+          "component": "Col",
+          "label": "Status",
+          "data": [
+            "Critical",
+            "Low",
+            "Low",
+            "Critical",
+            "Low",
+            "Low"
+          ]
+        },
+        {
+          "id": "reorderColumn",
+          "component": "Col",
+          "label": "Reorder",
+          "type": "action",
+          "data": [
+            "Reorder",
+            "Reorder",
+            "Reorder",
+            "Reorder",
+            "Reorder",
+            "Reorder"
+          ]
+        },
+        {
+          "id": "thresholdNote",
+          "component": "Callout",
+          "variant": "info",
+          "title": "How warnings work",
+          "description": "An item appears here when its remaining units are equal to or below its configured warning threshold."
+        }
+      ]
+    }
+  }
+]
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r1.txt
new file mode 100644
index 000000000..4e26df6d8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["pageHeader","metricsRow","filterCard","ticketsCard","newTicketButton"]},{"id":"pageHeader","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Support morning overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Monitor queue health and respond to the newest customer requests.","size":"default"},{"id":"metricsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["openTicketsMetric","responseTimeMetric"]},{"id":"openTicketsMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["openTicketsLabel","openTicketsValue"],"weight":1},{"id":"openTicketsLabel","component":"TextContent","text":"Open tickets","size":"small"},{"id":"openTicketsValue","component":"Heading","text":"42","level":"h2"},{"id":"responseTimeMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["responseTimeLabel","responseTimeValue"],"weight":1},{"id":"responseTimeLabel","component":"TextContent","text":"Average first-response time","size":"small"},{"id":"responseTimeValue","component":"Heading","text":"18 min","level":"h2"},{"id":"filterCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["filterText","priorityFilter"]},{"id":"filterText","component":"TextContent","text":"Ticket filter","size":"small-heavy"},{"id":"priorityFilter","component":"SwitchGroup","name":"highPriorityOnly","variant":"clear","items":["highPrioritySwitch"]},{"id":"highPrioritySwitch","component":"SwitchItem","name":"highPriorityOnly","label":"High-priority only","description":"Show urgent and high-priority tickets only","defaultChecked":false},{"id":"ticketsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["ticketsHeader","recentTicketsTable"]},{"id":"ticketsHeader","component":"CardHeader","title":"Most recent tickets","subtitle":"Latest five tickets in the queue"},{"id":"recentTicketsTable","component":"Table","columns":["ticketIdCol","subjectCol","priorityCol","receivedCol"]},{"id":"ticketIdCol","component":"Col","label":"Ticket","type":"string","data":["#1842","#1841","#1840","#1839","#1838"]},{"id":"subjectCol","component":"Col","label":"Subject","type":"string","data":["Unable to reset password","Billing charge appears twice","API requests timing out","Account access for new teammate","Export report is incomplete"]},{"id":"priorityCol","component":"Col","label":"Priority","type":"string","data":["High","Urgent","High","Normal","Low"]},{"id":"receivedCol","component":"Col","label":"Received","type":"string","data":["8 min ago","14 min ago","22 min ago","31 min ago","46 min ago"]},{"id":"newTicketButton","component":"Button","label":"Open new ticket","variant":"primary","size":"large","action":["open_new_ticket"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r2.txt
new file mode 100644
index 000000000..b7b4b2889
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filter-card","tickets-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["title-block","new-ticket-button"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Support morning view","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Review the queue, prioritize urgent work, and start new requests.","size":"default"},{"id":"new-ticket-button","component":"Button","label":"Open new ticket","variant":"primary","size":"medium","action":["open_new_ticket"]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","children":["open-tickets-metric","response-time-metric"]},{"id":"open-tickets-metric","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["open-tickets-label","open-tickets-value"]},{"id":"open-tickets-label","component":"TextContent","text":"Open tickets","size":"small"},{"id":"open-tickets-value","component":"Heading","text":"42","level":"h2"},{"id":"response-time-metric","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["response-time-label","response-time-value"]},{"id":"response-time-label","component":"TextContent","text":"Average first-response time","size":"small"},{"id":"response-time-value","component":"Heading","text":"18 min","level":"h2"},{"id":"filter-card","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","children":["filter-copy","priority-filter"]},{"id":"filter-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["filter-title","filter-description"]},{"id":"filter-title","component":"TextContent","text":"Ticket filter","size":"small-heavy"},{"id":"filter-description","component":"TextContent","text":"Narrow the queue to urgent work.","size":"small"},{"id":"priority-filter","component":"SwitchGroup","name":"high_priority_only","variant":"clear","items":["high-priority-switch"]},{"id":"high-priority-switch","component":"SwitchItem","name":"high_priority_only","label":"High-priority only","description":"Show only high-priority tickets","defaultChecked":false},{"id":"tickets-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["tickets-header","recent-tickets-table"]},{"id":"tickets-header","component":"CardHeader","title":"Most recent tickets","subtitle":"Five latest tickets in the support queue"},{"id":"recent-tickets-table","component":"Table","columns":["ticket-id-column","subject-column","priority-column","updated-column"]},{"id":"ticket-id-column","component":"Col","label":"Ticket","type":"string","data":["#1842","#1841","#1840","#1839","#1838"]},{"id":"subject-column","component":"Col","label":"Subject","type":"string","data":["Unable to reset password","Billing invoice mismatch","Integration sync delayed","Account access request","Export file missing rows"]},{"id":"priority-column","component":"Col","label":"Priority","type":"string","data":["High","Medium","High","Low","Medium"]},{"id":"updated-column","component":"Col","label":"Updated","type":"string","data":["2 min ago","8 min ago","14 min ago","21 min ago","32 min ago"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r3.txt
new file mode 100644
index 000000000..3ee4bbc57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filter-and-action","recent-section"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","level":"h1","text":"Support morning view"},{"id":"page-subtitle","component":"TextContent","size":"default","text":"A quick overview of today’s support queue and recent customer requests."},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["open-tickets-card","response-time-card"]},{"id":"open-tickets-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["open-tickets-label","open-tickets-value","open-tickets-note"],"weight":1},{"id":"open-tickets-label","component":"TextContent","size":"small","text":"Open tickets"},{"id":"open-tickets-value","component":"Heading","level":"h2","text":"42"},{"id":"open-tickets-note","component":"TextContent","size":"small","text":"8 added since yesterday"},{"id":"response-time-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["response-time-label","response-time-value","response-time-note"],"weight":1},{"id":"response-time-label","component":"TextContent","size":"small","text":"Average first-response time"},{"id":"response-time-value","component":"Heading","level":"h2","text":"18 min"},{"id":"response-time-note","component":"TextContent","size":"small","text":"Within the 30-minute target"},{"id":"filter-and-action","component":"Card","variant":"clear","direction":"row","gap":"m","align":"end","justify":"between","children":["priority-filter-control","new-ticket-button"]},{"id":"priority-filter-control","component":"FormControl","label":"Queue filter","hint":"Show only the most urgent requests.","input":"priority-filter","weight":1},{"id":"priority-filter","component":"Select","name":"priorityFilter","placeholder":"All priorities","value":"all","items":["priority-all","priority-high"]},{"id":"priority-all","component":"SelectItem","value":"all","label":"All priorities"},{"id":"priority-high","component":"SelectItem","value":"high","label":"High priority only"},{"id":"new-ticket-button","component":"Button","label":"Open new ticket","variant":"primary","size":"medium","action":[{"type":"open_new_ticket"}]},{"id":"recent-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["recent-header","recent-tickets-table"]},{"id":"recent-header","component":"CardHeader","title":"Five most recent tickets","subtitle":"Newest requests across the support queue"},{"id":"recent-tickets-table","component":"Table","columns":["ticket-id-column","subject-column","customer-column","priority-column","received-column"]},{"id":"ticket-id-column","component":"Col","label":"Ticket","type":"string","data":["#48219","#48218","#48217","#48216","#48215"]},{"id":"subject-column","component":"Col","label":"Subject","type":"string","data":["Unable to reset account password","Billing charge appears twice","API requests timing out","Need help updating team seats","Exported report is missing rows"]},{"id":"customer-column","component":"Col","label":"Customer","type":"string","data":["Northstar Labs","Cedar & Co.","Orbit Systems","Horizon Health","Pineworks"]},{"id":"priority-column","component":"Col","label":"Priority","type":"string","data":["High","Medium","High","Low","Medium"]},{"id":"received-column","component":"Col","label":"Received","type":"string","data":["8 min ago","16 min ago","24 min ago","31 min ago","43 min ago"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r4.txt
new file mode 100644
index 000000000..ca116e6ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b2-support__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"support-lead-morning-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Support Operations"}}}
+</a2ui-json>
+
+< a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"support-lead-morning-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filterCard","recentCard"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["headerText","newTicketButton"]},{"id":"headerText","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Support morning view","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Start the day with your team's ticket workload and latest customer requests.","size":"default"},{"id":"newTicketButton","component":"Button","label":"Open new ticket","variant":"primary","size":"medium","action":["open_new_ticket"]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","children":["openTicketsMetric","responseMetric"]},{"id":"openTicketsMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["openTicketsLabel","openTicketsValue"],"weight":1},{"id":"openTicketsLabel","component":"TextContent","text":"Open tickets","size":"small"},{"id":"openTicketsValue","component":"Heading","text":"42","level":"h2"},{"id":"responseMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["responseLabel","responseValue"],"weight":1},{"id":"responseLabel","component":"TextContent","text":"Average first-response time","size":"small"},{"id":"responseValue","component":"Heading","text":"18 min","level":"h2"},{"id":"filterCard","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","children":["filterText","priorityFilter"]},{"id":"filterText","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["filterTitle","filterDescription"]},{"id":"filterTitle","component":"TextContent","text":"Ticket filter","size":"small-heavy"},{"id":"filterDescription","component":"TextContent","text":"Focus the list on urgent customer requests.","size":"small"},{"id":"priorityFilter","component":"SwitchGroup","name":"high_priority_only","variant":"clear","items":["highPrioritySwitch"]},{"id":"highPrioritySwitch","component":"SwitchItem","name":"high_priority_only","label":"High priority only","description":"Show only high-priority tickets","defaultChecked":false},{"id":"recentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["recentHeader","ticketsTable"]},{"id":"recentHeader","component":"CardHeader","title":"Most recent tickets","subtitle":"Five newest tickets across the support queue"},{"id":"ticketsTable","component":"Table","columns":["ticketIdCol","subjectCol","customerCol","priorityCol","receivedCol"]},{"id":"ticketIdCol","component":"Col","label":"Ticket","data":["#48291","#48290","#48289","#48288","#48287"],"type":"string"},{"id":"subjectCol","component":"Col","label":"Subject","data":["Unable to reset password","Billing invoice mismatch","Mobile app keeps crashing","Request to upgrade plan","Order tracking link expired"],"type":"string"},{"id":"customerCol","component":"Col","label":"Customer","data":["Maya Chen","Northstar Labs","Jordan Williams","Acme Studio","Priya Patel"],"type":"string"},{"id":"priorityCol","component":"Col","label":"Priority","data":["High","Medium","High","Low","Medium"],"type":"string"},{"id":"receivedCol","component":"Col","label":"Received","data":["8 min ago","16 min ago","24 min ago","31 min ago","43 min ago"],"type":"string"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r1.txt
new file mode 100644
index 000000000..2bd8ea3e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary-row","main-row","checkin-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["title-stack","day-nav"]},{"id":"title-stack","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","today-label"]},{"id":"page-title","component":"Heading","text":"Reception Desk","level":"h1"},{"id":"today-label","component":"TextContent","text":"Tuesday, August 18, 2026 · Day view","size":"default"},{"id":"day-nav","component":"Buttons","direction":"row","buttons":["previous-day","today-button","next-day"]},{"id":"previous-day","component":"Button","label":"‹ Previous 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r2.txt
new file mode 100644
index 000000000..dcee8a7fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r3.txt
new file mode 100644
index 000000000..84fcf5666
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"clinic-reception-day-view","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Clinic Reception"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"clinic-reception-day-view","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary-row","schedule-card","checkin-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["title-block","day-navigation"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","date-label"]},{"id":"page-title","component":"Heading","text":"Reception desk","level":"h1"},{"id":"date-label","component":"TextContent","text":"Tuesday, August 18, 2026 · Day view","size":"default"},{"id":"day-navigation","component":"Buttons","direction":"row","buttons":["previous-day","today-button","next-day"]},{"id":"previous-day","component":"Button","label":"← Previous 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status"},{"id":"appointments-table","component":"Table","columns":["time-column","patient-column","provider-column","room-column","status-column"]},{"id":"time-column","component":"Col","label":"Time","type":"string","data":["8:30 AM","9:00 AM","9:30 AM","10:00 AM","10:30 AM","11:00 AM","11:30 AM","12:00 PM"]},{"id":"patient-column","component":"Col","label":"Patient","type":"string","data":["Jordan Lee","Olivia Martin","Noah Williams","Sofia Garcia","Maya Patel","Ethan Brown","Ava Thompson","Liam Wilson"]},{"id":"provider-column","component":"Col","label":"Provider","type":"string","data":["Dr. Chen","Dr. Rivera","Dr. Chen","Dr. Singh","Dr. Chen","Dr. Rivera","Dr. Singh","Dr. Chen"]},{"id":"room-column","component":"Col","label":"Room","type":"string","data":["Room 1","Room 3","Room 5","Room 1","Room 4","Room 3","Room 5","Room 2"]},{"id":"status-column","component":"Col","label":"Status","type":"string","data":["In visit","Checked in","Waiting","Waiting","Next to call","Scheduled","Scheduled","Scheduled"]},{"id":"checkin-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["checkin-header","checkin-form"]},{"id":"checkin-header","component":"CardHeader","title":"Check in a patient","subtitle":"Search by patient name or appointment details."},{"id":"checkin-form","component":"Form","name":"patient-check-in","fields":["patient-name-control","appointment-control","arrival-control"],"buttons":"checkin-buttons"},{"id":"patient-name-control","component":"FormControl","label":"Patient name","hint":"Start typing to find today's appointment.","input":"patient-name-input"},{"id":"patient-name-input","component":"Input","name":"patientName","placeholder":"Search patient name","type":"text"},{"id":"appointment-control","component":"FormControl","label":"Appointment","input":"appointment-select"},{"id":"appointment-select","component":"Select","name":"appointment","placeholder":"Select an appointment","items":["appointment-maya","appointment-ethan","appointment-ava"]},{"id":"appointment-maya","component":"SelectItem","value":"maya-patel-1030","label":"10:30 AM — Maya Patel · Dr. Chen"},{"id":"appointment-ethan","component":"SelectItem","value":"ethan-brown-1100","label":"11:00 AM — Ethan Brown · Dr. Rivera"},{"id":"appointment-ava","component":"SelectItem","value":"ava-thompson-1130","label":"11:30 AM — Ava Thompson · Dr. Singh"},{"id":"arrival-control","component":"FormControl","label":"Arrival time","input":"arrival-input"},{"id":"arrival-input","component":"Input","name":"arrivalTime","placeholder":"10:22 AM","type":"text"},{"id":"checkin-buttons","component":"Buttons","direction":"row","buttons":["checkin-button","clear-button"]},{"id":"checkin-button","component":"Button","label":"Check in patient","variant":"primary","size":"medium"},{"id":"clear-button","component":"Button","label":"Clear","variant":"secondary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r4.txt
new file mode 100644
index 000000000..a62b04ec7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-clinic__r4.txt
@@ -0,0 +1,466 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "clinic-reception-day-view",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Clinic Reception"
+    }
+  }
+}
+</a2ui-json>
+
+< a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "clinic-reception-day-view",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "summary-row",
+          "next-patient-card",
+          "appointments-card",
+          "rooms-card",
+          "checkin-card"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "page-title",
+          "date-controls"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "date-subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Reception desk",
+        "level": "h1"
+      },
+      {
+        "id": "date-subtitle",
+        "component": "TextContent",
+        "text": "Tuesday, August 18, 2026",
+        "size": "default"
+      },
+      {
+        "id": "date-controls",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "previous-day",
+          "today-button",
+          "next-day"
+        ]
+      },
+      {
+        "id": "previous-day",
+        "component": "Button",
+        "label": "‹ Previous",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "today-button",
+        "component": "Button",
+        "label": "Today",
+        "variant": "primary",
+        "size": "small"
+      },
+      {
+        "id": "next-day",
+        "component": "Button",
+        "label": "Next ›",
+        "variant": "secondary",
+        "size": "small"
+      },
+      {
+        "id": "summary-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "expected-card",
+          "noshow-card",
+          "status-card"
+        ]
+      },
+      {
+        "id": "expected-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "expected-label",
+          "expected-value",
+          "expected-detail"
+        ]
+      },
+      {
+        "id": "expected-label",
+        "component": "TextContent",
+        "text": "Expected today",
+        "size": "small"
+      },
+      {
+        "id": "expected-value",
+        "component": "Heading",
+        "text": "24 patients",
+        "level": "h2"
+      },
+      {
+        "id": "expected-detail",
+        "component": "TextContent",
+        "text": "8 checked in · 16 remaining",
+        "size": "small"
+      },
+      {
+        "id": "noshow-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "noshow-label",
+          "noshow-value",
+          "noshow-detail"
+        ]
+      },
+      {
+        "id": "noshow-label",
+        "component": "TextContent",
+        "text": "No-show rate · August",
+        "size": "small"
+      },
+      {
+        "id": "noshow-value",
+        "component": "Heading",
+        "text": "4.8%",
+        "level": "h2"
+      },
+      {
+        "id": "noshow-detail",
+        "component": "TextContent",
+        "text": "6 missed visits out of 126",
+        "size": "small"
+      },
+      {
+        "id": "status-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "status-label",
+          "status-value",
+          "status-detail"
+        ]
+      },
+      {
+        "id": "status-label",
+        "component": "TextContent",
+        "text": "Clinic status",
+        "size": "small"
+      },
+      {
+        "id": "status-value",
+        "component": "Heading",
+        "text": "On schedule",
+        "level": "h2"
+      },
+      {
+        "id": "status-detail",
+        "component": "TextContent",
+        "text": "Average wait: 9 minutes",
+        "size": "small"
+      },
+      {
+        "id": "next-patient-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "next-patient-info",
+          "call-next-button"
+        ]
+      },
+      {
+        "id": "next-patient-info",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "next-patient-label",
+          "next-patient-name",
+          "next-patient-detail"
+        ]
+      },
+      {
+        "id": "next-patient-label",
+        "component": "Badge",
+        "text": "NEXT TO CALL",
+        "variant": "secondary"
+      },
+      {
+        "id": "next-patient-name",
+        "component": "Heading",
+        "text": "Maya Patel · 10:30 AM",
+        "level": "h2"
+      },
+      {
+        "id": "next-patient-detail",
+        "component": "TextContent",
+        "text": "Dr. Chen · Room 3 · Checked in at 10:18 AM",
+        "size": "default"
+      },
+      {
+        "id": "call-next-button",
+        "component": "Button",
+        "label": "Call Maya Patel",
+        "variant": "primary",
+        "size": "large"
+      },
+      {
+        "id": "appointments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "appointments-header",
+          "appointments-table"
+        ]
+      },
+      {
+        "id": "appointments-header",
+        "component": "CardHeader",
+        "title": "Today's appointments",
+        "subtitle": "24 scheduled · Current time 10:22 AM"
+      },
+      {
+        "id": "appointments-table",
+        "component": "Table",
+        "columns": [
+          "time-col",
+          "patient-col",
+          "provider-col",
+          "room-col",
+          "appointment-status-col"
+        ]
+      },
+      {
+        "id": "time-col",
+        "component": "Col",
+        "label": "Time",
+        "type": "string",
+        "data": [
+          "9:00 AM",
+          "9:30 AM",
+          "10:00 AM",
+          "10:30 AM",
+          "11:00 AM",
+          "11:30 AM",
+          "12:00 PM"
+        ]
+      },
+      {
+        "id": "patient-col",
+        "component": "Col",
+        "label": "Patient",
+        "type": "string",
+        "data": [
+          "Robert Williams",
+          "Elena Garcia",
+          "Jordan Lee",
+          "Maya Patel",
+          "Thomas Nguyen",
+          "Olivia Brown",
+          "Samuel Carter"
+        ]
+      },
+      {
+        "id": "provider-col",
+        "component": "Col",
+        "label": "Provider",
+        "type": "string",
+        "data": [
+          "Dr. Chen",
+          "Dr. Morales",
+          "Dr. Chen",
+          "Dr. Chen",
+          "Dr. Morales",
+          "Dr. Chen",
+          "Dr. Morales"
+        ]
+      },
+      {
+        "id": "room-col",
+        "component": "Col",
+        "label": "Room",
+        "type": "string",
+        "data": [
+          "Room 2",
+          "Room 1",
+          "Room 4",
+          "Room 3",
+          "Room 1",
+          "Room 2",
+          "Room 4"
+        ]
+      },
+      {
+        "id": "appointment-status-col",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "In visit",
+          "Complete",
+          "In visit",
+          "Checked in",
+          "Confirmed",
+          "Confirmed",
+          "Confirmed"
+        ]
+      },
+      {
+        "id": "rooms-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "rooms-header",
+          "rooms-tags"
+        ]
+      },
+      {
+        "id": "rooms-header",
+        "component": "CardHeader",
+        "title": "Rooms free right now",
+        "subtitle": "Updated at 10:22 AM"
+      },
+      {
+        "id": "rooms-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Room 5 · Free",
+          "Room 6 · Free",
+          "Consult Room A · Free"
+        ]
+      },
+      {
+        "id": "checkin-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "checkin-header",
+          "checkin-form"
+        ]
+      },
+      {
+        "id": "checkin-header",
+        "component": "CardHeader",
+        "title": "Check in a patient",
+        "subtitle": "Search the schedule or enter a patient name."
+      },
+      {
+        "id": "checkin-form",
+        "component": "Form",
+        "name": "patient-checkin",
+        "fields": [
+          "patient-search-control",
+          "arrival-note-control"
+        ],
+        "buttons": "checkin-buttons"
+      },
+      {
+        "id": "patient-search-control",
+        "component": "FormControl",
+        "label": "Patient",
+        "hint": "Start typing a name to find today's appointment.",
+        "input": "patient-search-input"
+      },
+      {
+        "id": "patient-search-input",
+        "component": "Input",
+        "name": "patient",
+        "placeholder": "Search patient name",
+        "type": "text"
+      },
+      {
+        "id": "arrival-note-control",
+        "component": "FormControl",
+        "label": "Arrival note",
+        "hint": "Optional",
+        "input": "arrival-note-input"
+      },
+      {
+        "id": "arrival-note-input",
+        "component": "Input",
+        "name": "arrival-note",
+        "placeholder": "e.g., Insurance card verified",
+        "type": "text"
+      },
+      {
+        "id": "checkin-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "checkin-button",
+          "walkin-button"
+        ]
+      },
+      {
+        "id": "checkin-button",
+        "component": "Button",
+        "label": "Check in patient",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "walkin-button",
+        "component": "Button",
+        "label": "Add walk-in",
+        "variant": "secondary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r1.txt
new file mode 100644
index 000000000..87d4e72d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r1.txt
@@ -0,0 +1,555 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "editor-content-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Content Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "editor-content-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "topbar",
+          "overviewGrid",
+          "performanceCard",
+          "bottomGrid"
+        ]
+      },
+      {
+        "id": "topbar",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "pageTitle",
+          "newDraftButton"
+        ]
+      },
+      {
+        "id": "pageTitle",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "studioHeading",
+          "studioSubtitle"
+        ]
+      },
+      {
+        "id": "studioHeading",
+        "component": "Heading",
+        "text": "Content Studio",
+        "level": "h1"
+      },
+      {
+        "id": "studioSubtitle",
+        "component": "TextContent",
+        "text": "Plan, publish, and measure your editorial work.",
+        "size": "default"
+      },
+      {
+        "id": "newDraftButton",
+        "component": "Button",
+        "label": "Start new draft",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "overviewGrid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "publishedCard",
+          "topArticleCard",
+          "commentsCard"
+        ]
+      },
+      {
+        "id": "publishedCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "publishedHeader",
+          "publishedCount",
+          "publishedNote"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "publishedHeader",
+        "component": "TextContent",
+        "text": "Published this week",
+        "size": "small-heavy"
+      },
+      {
+        "id": "publishedCount",
+        "component": "Heading",
+        "text": "12 pieces",
+        "level": "h2"
+      },
+      {
+        "id": "publishedNote",
+        "component": "TextContent",
+        "text": "Up 20% from last week",
+        "size": "small"
+      },
+      {
+        "id": "topArticleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "topArticleHeader",
+          "topArticleTitle",
+          "topArticleReads",
+          "topArticleTag"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "topArticleHeader",
+        "component": "TextContent",
+        "text": "Most-read this month",
+        "size": "small-heavy"
+      },
+      {
+        "id": "topArticleTitle",
+        "component": "Heading",
+        "text": "The Practical Guide to Building Better Editorial Workflows",
+        "level": "h3"
+      },
+      {
+        "id": "topArticleReads",
+        "component": "TextContent",
+        "text": "48,260 reads · 6.8 min average engagement",
+        "size": "small"
+      },
+      {
+        "id": "topArticleTag",
+        "component": "Tag",
+        "text": "Guides",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "commentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "commentsHeader",
+          "commentsCount",
+          "commentsNote"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "commentsHeader",
+        "component": "TextContent",
+        "text": "Awaiting reply",
+        "size": "small-heavy"
+      },
+      {
+        "id": "commentsCount",
+        "component": "Heading",
+        "text": "8 comments",
+        "level": "h2"
+      },
+      {
+        "id": "commentsNote",
+        "component": "TextContent",
+        "text": "3 need a response today",
+        "size": "small"
+      },
+      {
+        "id": "performanceCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "performanceHeader",
+          "readershipChart",
+          "performanceFootnote"
+        ]
+      },
+      {
+        "id": "performanceHeader",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "readershipTitle",
+          "readershipTag"
+        ]
+      },
+      {
+        "id": "readershipTitle",
+        "component": "Heading",
+        "text": "Readership · last 30 days",
+        "level": "h2"
+      },
+      {
+        "id": "readershipTag",
+        "component": "Tag",
+        "text": "186,420 total reads",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "readershipChart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 20",
+          "Jul 23",
+          "Jul 26",
+          "Jul 29",
+          "Aug 1",
+          "Aug 4",
+          "Aug 7",
+          "Aug 10",
+          "Aug 13",
+          "Aug 16",
+          "Aug 18"
+        ],
+        "series": [
+          "readershipSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Reads"
+      },
+      {
+        "id": "readershipSeries",
+        "component": "Series",
+        "category": "Reads",
+        "values": [
+          4200,
+          5100,
+          4800,
+          6700,
+          5900,
+          7400,
+          6800,
+          9200,
+          8100,
+          10500,
+          11300
+        ]
+      },
+      {
+        "id": "performanceFootnote",
+        "component": "TextContent",
+        "text": "Readership is up 14.2% compared with the previous 30 days.",
+        "size": "small"
+      },
+      {
+        "id": "bottomGrid",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "start",
+        "children": [
+          "draftsCard",
+          "scheduleCard",
+          "commentsQueueCard"
+        ]
+      },
+      {
+        "id": "draftsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "draftsHeader",
+          "categoryControl",
+          "draftsTable"
+        ],
+        "weight": 3
+      },
+      {
+        "id": "draftsHeader",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "draftsTitle",
+          "draftsCount"
+        ]
+      },
+      {
+        "id": "draftsTitle",
+        "component": "Heading",
+        "text": "Drafts",
+        "level": "h2"
+      },
+      {
+        "id": "draftsCount",
+        "component": "Badge",
+        "text": "6 active",
+        "variant": "secondary"
+      },
+      {
+        "id": "categoryControl",
+        "component": "FormControl",
+        "label": "Narrow by category",
+        "hint": "Filter the draft queue by editorial category.",
+        "input": "categorySelect"
+      },
+      {
+        "id": "categorySelect",
+        "component": "Select",
+        "name": "category",
+        "placeholder": "All categories",
+        "items": [
+          "categoryAll",
+          "categoryNews",
+          "categoryGuides",
+          "categoryOpinion",
+          "categoryCulture"
+        ],
+        "size": "medium"
+      },
+      {
+        "id": "categoryAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All categories"
+      },
+      {
+        "id": "categoryNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "News"
+      },
+      {
+        "id": "categoryGuides",
+        "component": "SelectItem",
+        "value": "guides",
+        "label": "Guides"
+      },
+      {
+        "id": "categoryOpinion",
+        "component": "SelectItem",
+        "value": "opinion",
+        "label": "Opinion"
+      },
+      {
+        "id": "categoryCulture",
+        "component": "SelectItem",
+        "value": "culture",
+        "label": "Culture"
+      },
+      {
+        "id": "draftsTable",
+        "component": "Table",
+        "columns": [
+          "draftTitleColumn",
+          "draftCategoryColumn",
+          "draftStatusColumn",
+          "draftUpdatedColumn"
+        ]
+      },
+      {
+        "id": "draftTitleColumn",
+        "component": "Col",
+        "label": "Draft",
+        "type": "string",
+        "data": [
+          "How AI is changing local reporting",
+          "The fall reading list",
+          "Interview: Maya Chen on design systems",
+          "Five ways to sharpen your newsletter"
+        ]
+      },
+      {
+        "id": "draftCategoryColumn",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "News",
+          "Culture",
+          "Opinion",
+          "Guides"
+        ]
+      },
+      {
+        "id": "draftStatusColumn",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "In review",
+          "Writing",
+          "Ready for edit",
+          "Scheduled"
+        ]
+      },
+      {
+        "id": "draftUpdatedColumn",
+        "component": "Col",
+        "label": "Last updated",
+        "type": "string",
+        "data": [
+          "12 min ago",
+          "Yesterday",
+          "Aug 16",
+          "Aug 14"
+        ]
+      },
+      {
+        "id": "scheduleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "scheduleTitle",
+          "scheduleForm"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "scheduleTitle",
+        "component": "Heading",
+        "text": "Schedule a piece",
+        "level": "h2"
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "schedule-piece",
+        "fields": [
+          "scheduleTitleControl",
+          "publishDateControl"
+        ],
+        "buttons": "scheduleButtons"
+      },
+      {
+        "id": "scheduleTitleControl",
+        "component": "FormControl",
+        "label": "Title",
+        "input": "scheduleTitleInput",
+        "hint": "Choose an existing draft or enter a working title."
+      },
+      {
+        "id": "scheduleTitleInput",
+        "component": "Input",
+        "name": "piece-title",
+        "placeholder": "Enter article title",
+        "type": "text"
+      },
+      {
+        "id": "publishDateControl",
+        "component": "FormControl",
+        "label": "Publish date",
+        "input": "publishDatePicker",
+        "hint": "Select the date this piece should go live."
+      },
+      {
+        "id": "publishDatePicker",
+        "component": "DatePicker",
+        "name": "publish-date",
+        "mode": "single"
+      },
+      {
+        "id": "scheduleButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "scheduleButton"
+        ]
+      },
+      {
+        "id": "scheduleButton",
+        "component": "Button",
+        "label": "Schedule piece",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "commentsQueueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "commentsQueueTitle",
+          "commentsList"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "commentsQueueTitle",
+        "component": "Heading",
+        "text": "Comments awaiting reply",
+        "level": "h2"
+      },
+      {
+        "id": "commentsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "commentOne",
+          "commentTwo",
+          "commentThree"
+        ]
+      },
+      {
+        "id": "commentOne",
+        "component": "ListItem",
+        "title": "“Could you share the source for this statistic?”",
+        "subtitle": "On: How AI is changing local reporting · 18 min ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentTwo",
+        "component": "ListItem",
+        "title": "“This guide helped our team simplify planning.”",
+        "subtitle": "On: The Practical Guide to Building Better Editorial Workflows · 2 hr ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentThree",
+        "component": "ListItem",
+        "title": "“Will there be a follow-up interview?”",
+        "subtitle": "On: Interview: Maya Chen on design systems · Yesterday",
+        "actionLabel": "Reply"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r2.txt
new file mode 100644
index 000000000..910a0fc25
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r2.txt
@@ -0,0 +1,545 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "content-studio-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Content Studio"
+    }
+  }
+}
+</a2ui-json>
+
+< a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "content-studio-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "header",
+          "filters",
+          "overview",
+          "mainContent",
+          "scheduleSection",
+          "commentsSection"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "pageTitle",
+          "newDraftButton"
+        ]
+      },
+      {
+        "id": "pageTitle",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Content Studio",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Plan, publish, and measure your editorial work."
+      },
+      {
+        "id": "newDraftButton",
+        "component": "Button",
+        "label": "Start new draft",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "newDraft"
+          }
+        ]
+      },
+      {
+        "id": "filters",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "categoryControl",
+          "categorySelect"
+        ]
+      },
+      {
+        "id": "categoryControl",
+        "component": "Label",
+        "text": "Category"
+      },
+      {
+        "id": "categorySelect",
+        "component": "Select",
+        "name": "category",
+        "placeholder": "All categories",
+        "value": "all",
+        "items": [
+          "categoryAll",
+          "categoryNews",
+          "categoryFeatures",
+          "categoryGuides",
+          "categoryOpinion"
+        ]
+      },
+      {
+        "id": "categoryAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All categories"
+      },
+      {
+        "id": "categoryNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "News"
+      },
+      {
+        "id": "categoryFeatures",
+        "component": "SelectItem",
+        "value": "features",
+        "label": "Features"
+      },
+      {
+        "id": "categoryGuides",
+        "component": "SelectItem",
+        "value": "guides",
+        "label": "Guides"
+      },
+      {
+        "id": "categoryOpinion",
+        "component": "SelectItem",
+        "value": "opinion",
+        "label": "Opinion"
+      },
+      {
+        "id": "overview",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "children": [
+          "publishedWeekCard",
+          "topArticleCard",
+          "commentsCard"
+        ]
+      },
+      {
+        "id": "publishedWeekCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "publishedWeekLabel",
+          "publishedWeekValue",
+          "publishedWeekNote"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "publishedWeekLabel",
+        "component": "TextContent",
+        "text": "Published this week",
+        "size": "small"
+      },
+      {
+        "id": "publishedWeekValue",
+        "component": "Heading",
+        "text": "12 pieces",
+        "level": "h2"
+      },
+      {
+        "id": "publishedWeekNote",
+        "component": "TextContent",
+        "text": "3 more than last week",
+        "size": "small"
+      },
+      {
+        "id": "topArticleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "topArticleLabel",
+          "topArticleTitle",
+          "topArticleReads",
+          "topArticleTag"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "topArticleLabel",
+        "component": "TextContent",
+        "text": "Most-read this month",
+        "size": "small"
+      },
+      {
+        "id": "topArticleTitle",
+        "component": "Heading",
+        "text": "The practical guide to building a better newsletter",
+        "level": "h3"
+      },
+      {
+        "id": "topArticleReads",
+        "component": "TextContent",
+        "text": "48,290 reads · 6.8% average engagement",
+        "size": "small"
+      },
+      {
+        "id": "topArticleTag",
+        "component": "Tag",
+        "text": "Guides",
+        "variant": "info",
+        "size": "sm"
+      },
+      {
+        "id": "commentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "commentsLabel",
+          "commentsValue",
+          "commentsNote"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "commentsLabel",
+        "component": "TextContent",
+        "text": "Awaiting reply",
+        "size": "small"
+      },
+      {
+        "id": "commentsValue",
+        "component": "Heading",
+        "text": "8 comments",
+        "level": "h2"
+      },
+      {
+        "id": "commentsNote",
+        "component": "TextContent",
+        "text": "2 marked high priority",
+        "size": "small"
+      },
+      {
+        "id": "mainContent",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "draftsPanel",
+          "readershipPanel"
+        ]
+      },
+      {
+        "id": "draftsPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "draftsHeader",
+          "draftsTable"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "draftsHeader",
+        "component": "CardHeader",
+        "title": "Drafts",
+        "subtitle": "Your active editorial queue"
+      },
+      {
+        "id": "draftsTable",
+        "component": "Table",
+        "columns": [
+          "draftTitleColumn",
+          "draftCategoryColumn",
+          "draftStatusColumn",
+          "draftUpdatedColumn"
+        ]
+      },
+      {
+        "id": "draftTitleColumn",
+        "component": "Col",
+        "label": "Title",
+        "type": "string",
+        "data": [
+          "How AI is changing local reporting",
+          "The editor's guide to source verification",
+          "Five story formats to try this quarter",
+          "Interview: Designing for reader trust"
+        ]
+      },
+      {
+        "id": "draftCategoryColumn",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "News",
+          "Guides",
+          "Features",
+          "Opinion"
+        ]
+      },
+      {
+        "id": "draftStatusColumn",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "In review",
+          "Writing",
+          "Ready to publish",
+          "Needs edits"
+        ]
+      },
+      {
+        "id": "draftUpdatedColumn",
+        "component": "Col",
+        "label": "Last updated",
+        "type": "string",
+        "data": [
+          "18 min ago",
+          "Yesterday",
+          "2 days ago",
+          "Aug 12"
+        ]
+      },
+      {
+        "id": "readershipPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "readershipHeader",
+          "readershipChart",
+          "readershipSummary"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "readershipHeader",
+        "component": "CardHeader",
+        "title": "Readership",
+        "subtitle": "Daily reads over the past 30 days"
+      },
+      {
+        "id": "readershipChart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 20",
+          "Jul 23",
+          "Jul 26",
+          "Jul 29",
+          "Aug 1",
+          "Aug 4",
+          "Aug 7",
+          "Aug 10",
+          "Aug 13",
+          "Aug 16",
+          "Aug 18"
+        ],
+        "series": [
+          "readershipSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Reads"
+      },
+      {
+        "id": "readershipSeries",
+        "component": "Series",
+        "category": "Reads",
+        "values": [
+          1820,
+          2140,
+          1980,
+          2760,
+          3110,
+          2890,
+          3540,
+          4020,
+          3780,
+          4510,
+          4890
+        ]
+      },
+      {
+        "id": "readershipSummary",
+        "component": "TextContent",
+        "text": "92,480 total reads · Up 18% compared with the previous 30 days",
+        "size": "small"
+      },
+      {
+        "id": "scheduleSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "scheduleHeader",
+          "scheduleForm"
+        ]
+      },
+      {
+        "id": "scheduleHeader",
+        "component": "CardHeader",
+        "title": "Schedule a piece",
+        "subtitle": "Add an upcoming publication to your editorial calendar."
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "schedule-piece",
+        "fields": [
+          "scheduleTitleControl",
+          "scheduleDateControl"
+        ],
+        "buttons": "scheduleButtons"
+      },
+      {
+        "id": "scheduleTitleControl",
+        "component": "FormControl",
+        "label": "Piece title",
+        "hint": "Use a working title; you can revise it later.",
+        "input": "scheduleTitleInput"
+      },
+      {
+        "id": "scheduleTitleInput",
+        "component": "Input",
+        "name": "pieceTitle",
+        "type": "text",
+        "placeholder": "Enter a title"
+      },
+      {
+        "id": "scheduleDateControl",
+        "component": "FormControl",
+        "label": "Publish date",
+        "input": "scheduleDateInput"
+      },
+      {
+        "id": "scheduleDateInput",
+        "component": "DatePicker",
+        "name": "publishDate",
+        "mode": "single"
+      },
+      {
+        "id": "scheduleButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "scheduleButton",
+          "saveScheduleDraftButton"
+        ]
+      },
+      {
+        "id": "scheduleButton",
+        "component": "Button",
+        "label": "Schedule piece",
+        "variant": "primary",
+        "action": [
+          {
+            "type": "schedulePiece"
+          }
+        ]
+      },
+      {
+        "id": "saveScheduleDraftButton",
+        "component": "Button",
+        "label": "Save as draft",
+        "variant": "secondary",
+        "action": [
+          {
+            "type": "saveDraft"
+          }
+        ]
+      },
+      {
+        "id": "commentsSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "commentsHeader",
+          "commentsList"
+        ]
+      },
+      {
+        "id": "commentsHeader",
+        "component": "CardHeader",
+        "title": "Comments awaiting reply",
+        "subtitle": "Respond to readers and keep the conversation moving."
+      },
+      {
+        "id": "commentsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "commentOne",
+          "commentTwo",
+          "commentThree"
+        ]
+      },
+      {
+        "id": "commentOne",
+        "component": "ListItem",
+        "title": "Maya Chen · “Could you share the source for this figure?”",
+        "subtitle": "On: The practical guide to building a better newsletter · 12 min ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentTwo",
+        "component": "ListItem",
+        "title": "Jordan Lee · “This framework was especially helpful for our team.”",
+        "subtitle": "On: Five story formats to try this quarter · 1 hr ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentThree",
+        "component": "ListItem",
+        "title": "Priya Shah · “Will you cover accessibility in a follow-up?”",
+        "subtitle": "On: Designing for reader trust · Yesterday",
+        "actionLabel": "Reply"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r3.txt
new file mode 100644
index 000000000..2b1d9196d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r3.txt
@@ -0,0 +1,550 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "editor-content-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#4F46E5",
+      "agentDisplayName": "Content Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "editor-content-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "header",
+          "overviewRow",
+          "readershipCard",
+          "draftsCard",
+          "scheduleCard",
+          "commentsCard"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "headerCopy",
+          "newDraftButton"
+        ]
+      },
+      {
+        "id": "headerCopy",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "pageTitle",
+          "pageSubtitle"
+        ]
+      },
+      {
+        "id": "pageTitle",
+        "component": "Heading",
+        "text": "Content Studio",
+        "level": "h1"
+      },
+      {
+        "id": "pageSubtitle",
+        "component": "TextContent",
+        "text": "Plan, publish, and track your editorial work in one place.",
+        "size": "default"
+      },
+      {
+        "id": "newDraftButton",
+        "component": "Button",
+        "label": "Start new draft",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "new_draft"
+          }
+        ]
+      },
+      {
+        "id": "overviewRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "stretch",
+        "children": [
+          "publishedWeekCard",
+          "topArticleCard",
+          "commentsSummaryCard"
+        ]
+      },
+      {
+        "id": "publishedWeekCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "publishedWeekLabel",
+          "publishedWeekValue",
+          "publishedWeekDetail"
+        ]
+      },
+      {
+        "id": "publishedWeekLabel",
+        "component": "TextContent",
+        "text": "Published this week",
+        "size": "small"
+      },
+      {
+        "id": "publishedWeekValue",
+        "component": "Heading",
+        "text": "8 pieces",
+        "level": "h2"
+      },
+      {
+        "id": "publishedWeekDetail",
+        "component": "TextContent",
+        "text": "Up 3 from last week",
+        "size": "small"
+      },
+      {
+        "id": "topArticleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "topArticleLabel",
+          "topArticleTitle",
+          "topArticleDetail"
+        ]
+      },
+      {
+        "id": "topArticleLabel",
+        "component": "TextContent",
+        "text": "Most-read this month",
+        "size": "small"
+      },
+      {
+        "id": "topArticleTitle",
+        "component": "TextContent",
+        "text": "The Practical Guide to Sustainable Growth",
+        "size": "large-heavy"
+      },
+      {
+        "id": "topArticleDetail",
+        "component": "TextContent",
+        "text": "24,860 reads · 6m 18s average time",
+        "size": "small"
+      },
+      {
+        "id": "commentsSummaryCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "commentsSummaryLabel",
+          "commentsSummaryValue",
+          "commentsSummaryDetail"
+        ]
+      },
+      {
+        "id": "commentsSummaryLabel",
+        "component": "TextContent",
+        "text": "Comments awaiting reply",
+        "size": "small"
+      },
+      {
+        "id": "commentsSummaryValue",
+        "component": "Heading",
+        "text": "12",
+        "level": "h2"
+      },
+      {
+        "id": "commentsSummaryDetail",
+        "component": "TextContent",
+        "text": "4 need attention today",
+        "size": "small"
+      },
+      {
+        "id": "readershipCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "readershipHeader",
+          "readershipChart"
+        ]
+      },
+      {
+        "id": "readershipHeader",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "readershipTitle",
+          "readershipPeriod"
+        ]
+      },
+      {
+        "id": "readershipTitle",
+        "component": "Heading",
+        "text": "Readership",
+        "level": "h2"
+      },
+      {
+        "id": "readershipPeriod",
+        "component": "Badge",
+        "text": "Past 30 days",
+        "variant": "secondary"
+      },
+      {
+        "id": "readershipChart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 20",
+          "Jul 23",
+          "Jul 26",
+          "Jul 29",
+          "Aug 1",
+          "Aug 4",
+          "Aug 7",
+          "Aug 10",
+          "Aug 13",
+          "Aug 16",
+          "Aug 18"
+        ],
+        "series": [
+          "readershipSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Article reads"
+      },
+      {
+        "id": "readershipSeries",
+        "component": "Series",
+        "category": "Reads",
+        "values": [
+          1280,
+          1640,
+          1510,
+          2230,
+          1980,
+          2760,
+          2450,
+          3180,
+          2940,
+          3670,
+          4210
+        ]
+      },
+      {
+        "id": "draftsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "draftsHeader",
+          "draftsTable"
+        ]
+      },
+      {
+        "id": "draftsHeader",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "draftsTitle",
+          "categorySelect"
+        ]
+      },
+      {
+        "id": "draftsTitle",
+        "component": "Heading",
+        "text": "Drafts",
+        "level": "h2"
+      },
+      {
+        "id": "categorySelect",
+        "component": "Select",
+        "name": "categoryFilter",
+        "placeholder": "All categories",
+        "value": "all",
+        "items": [
+          "categoryAll",
+          "categoryStrategy",
+          "categoryProduct",
+          "categoryCulture",
+          "categoryNews"
+        ],
+        "size": "medium"
+      },
+      {
+        "id": "categoryAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All categories"
+      },
+      {
+        "id": "categoryStrategy",
+        "component": "SelectItem",
+        "value": "strategy",
+        "label": "Strategy"
+      },
+      {
+        "id": "categoryProduct",
+        "component": "SelectItem",
+        "value": "product",
+        "label": "Product"
+      },
+      {
+        "id": "categoryCulture",
+        "component": "SelectItem",
+        "value": "culture",
+        "label": "Culture"
+      },
+      {
+        "id": "categoryNews",
+        "component": "SelectItem",
+        "value": "news",
+        "label": "Company news"
+      },
+      {
+        "id": "draftsTable",
+        "component": "Table",
+        "columns": [
+          "draftTitleColumn",
+          "draftCategoryColumn",
+          "draftStatusColumn",
+          "draftUpdatedColumn"
+        ]
+      },
+      {
+        "id": "draftTitleColumn",
+        "component": "Col",
+        "label": "Title",
+        "data": [
+          "A Field Guide to Better Editorial Planning",
+          "What We Learned From 100 Customer Interviews",
+          "Designing an Onboarding Experience That Sticks",
+          "August Product Roundup"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftCategoryColumn",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "Strategy",
+          "Research",
+          "Product",
+          "Company news"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftStatusColumn",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "In review",
+          "Writing",
+          "Needs edits",
+          "Ready to schedule"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "draftUpdatedColumn",
+        "component": "Col",
+        "label": "Last updated",
+        "data": [
+          "Today, 9:42 AM",
+          "Yesterday",
+          "Aug 15",
+          "Aug 13"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "scheduleCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "scheduleTitle",
+          "scheduleForm"
+        ]
+      },
+      {
+        "id": "scheduleTitle",
+        "component": "Heading",
+        "text": "Schedule a piece",
+        "level": "h2"
+      },
+      {
+        "id": "scheduleForm",
+        "component": "Form",
+        "name": "schedulePiece",
+        "fields": [
+          "scheduleTitleControl",
+          "scheduleDateControl"
+        ],
+        "buttons": "scheduleButtons"
+      },
+      {
+        "id": "scheduleTitleControl",
+        "component": "FormControl",
+        "label": "Piece title",
+        "hint": "Choose a draft or enter a working title.",
+        "input": "scheduleTitleInput"
+      },
+      {
+        "id": "scheduleTitleInput",
+        "component": "Input",
+        "name": "pieceTitle",
+        "placeholder": "e.g., The future of customer research",
+        "type": "text"
+      },
+      {
+        "id": "scheduleDateControl",
+        "component": "FormControl",
+        "label": "Publish date",
+        "hint": "Select when this piece should go live.",
+        "input": "scheduleDateInput"
+      },
+      {
+        "id": "scheduleDateInput",
+        "component": "DatePicker",
+        "name": "publishDate",
+        "mode": "single"
+      },
+      {
+        "id": "scheduleButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "scheduleButton",
+          "saveScheduleDraftButton"
+        ]
+      },
+      {
+        "id": "scheduleButton",
+        "component": "Button",
+        "label": "Schedule piece",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "schedule_piece"
+          }
+        ]
+      },
+      {
+        "id": "saveScheduleDraftButton",
+        "component": "Button",
+        "label": "Save for later",
+        "variant": "secondary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "save_schedule_draft"
+          }
+        ]
+      },
+      {
+        "id": "commentsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "commentsHeader",
+          "commentsList"
+        ]
+      },
+      {
+        "id": "commentsHeader",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "commentsTitle",
+          "commentsBadge"
+        ]
+      },
+      {
+        "id": "commentsTitle",
+        "component": "Heading",
+        "text": "Comments awaiting reply",
+        "level": "h2"
+      },
+      {
+        "id": "commentsBadge",
+        "component": "Badge",
+        "text": "12 open",
+        "variant": "destructive"
+      },
+      {
+        "id": "commentsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "commentOne",
+          "commentTwo",
+          "commentThree"
+        ]
+      },
+      {
+        "id": "commentOne",
+        "component": "ListItem",
+        "title": "Maya Chen · “Could you share the template mentioned in section three?”",
+        "subtitle": "On: The Practical Guide to Sustainable Growth · 18 minutes ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentTwo",
+        "component": "ListItem",
+        "title": "Jordan Lee · “This is a thoughtful breakdown. How did you measure retention?”",
+        "subtitle": "On: Designing an Onboarding Experience That Sticks · 2 hours ago",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "commentThree",
+        "component": "ListItem",
+        "title": "Priya N. · “Would love a follow-up on the research process.”",
+        "subtitle": "On: What We Learned From 100 Customer Interviews · Yesterday",
+        "actionLabel": "Reply"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r4.txt
new file mode 100644
index 000000000..37686c517
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-content__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"content-studio-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#5B5BD6","agentDisplayName":"Content Studio"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"content-studio-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","overview-row","analytics-card","bottom-row"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-copy","new-draft-button"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Content Studio","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Plan, publish, and track your editorial work in one place.","size":"default"},{"id":"new-draft-button","component":"Button","label":"Start new draft","variant":"primary","size":"medium","action":["new_draft"]},{"id":"overview-row","component":"Card","variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true,"children":["drafts-card","published-card","top-article-card","comments-card"]},{"id":"drafts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["drafts-header","drafts-list"]},{"id":"drafts-header","component":"CardHeader","title":"Drafts","subtitle":"4 pieces in progress"},{"id":"drafts-list","component":"Table","columns":["draft-title-col","draft-status-col","draft-updated-col"]},{"id":"draft-title-col","component":"Col","label":"Title","type":"string","data":["The future of remote collaboration","A guide to sustainable product launches","How we built our editorial calendar","Interview: Designing for attention"]},{"id":"draft-status-col","component":"Col","label":"Status","type":"string","data":["Editing","Needs review","Writing","Outline"]},{"id":"draft-updated-col","component":"Col","label":"Updated","type":"string","data":["Today","Yesterday","Aug 15","Aug 12"]},{"id":"published-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["published-header","published-count","published-note","published-progress"]},{"id":"published-header","component":"CardHeader","title":"Published this week","subtitle":"Aug 12–18"},{"id":"published-count","component":"Heading","text":"6 pieces","level":"h2"},{"id":"published-note","component":"TextContent","text":"Up 2 from last week","size":"small"},{"id":"published-progress","component":"Progress","value":75,"label":"75% of weekly publishing goal"},{"id":"top-article-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["top-article-header","top-article-title","top-article-stats","top-article-tag"]},{"id":"top-article-header","component":"CardHeader","title":"Most-read this month","subtitle":"Top article by unique readers"},{"id":"top-article-title","component":"TextContent","text":"How AI is changing the editorial workflow","size":"large-heavy"},{"id":"top-article-stats","component":"TextContent","text":"18,420 reads · 7m 12s avg. time on page","size":"small"},{"id":"top-article-tag","component":"Tag","text":"Technology","variant":"info","size":"sm"},{"id":"comments-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["comments-header","comments-count","comments-description","comments-button"]},{"id":"comments-header","component":"CardHeader","title":"Comments awaiting reply","subtitle":"Keep the conversation moving"},{"id":"comments-count","component":"Heading","text":"12","level":"h2"},{"id":"comments-description","component":"TextContent","text":"3 comments have been waiting for more than 24 hours.","size":"small"},{"id":"comments-button","component":"Button","label":"Review comments","variant":"secondary","size":"small","action":["review_comments"]},{"id":"analytics-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["analytics-header","analytics-controls","readership-chart","analytics-note"]},{"id":"analytics-header","component":"CardHeader","title":"Readership over the past 30 days","subtitle":"Daily article views across all published content"},{"id":"analytics-controls","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","wrap":true,"children":["chart-summary","category-control"]},{"id":"chart-summary","component":"TextContent","text":"42,680 total reads · +18% vs. previous 30 days","size":"small-heavy"},{"id":"category-control","component":"FormControl","label":"Category","input":"category-select","hint":"Narrow readership results by category"},{"id":"category-select","component":"Select","name":"category","placeholder":"All categories","size":"small","items":["category-all","category-tech","category-culture","category-business","category-design"]},{"id":"category-all","component":"SelectItem","value":"all","label":"All categories"},{"id":"category-tech","component":"SelectItem","value":"technology","label":"Technology"},{"id":"category-culture","component":"SelectItem","value":"culture","label":"Culture"},{"id":"category-business","component":"SelectItem","value":"business","label":"Business"},{"id":"category-design","component":"SelectItem","value":"design","label":"Design"},{"id":"readership-chart","component":"LineChart","labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16","Aug 18"],"series":["readership-series"],"variant":"natural","xLabel":"Date","yLabel":"Reads"},{"id":"readership-series","component":"Series","category":"Reads","values":[920,1080,1170,1010,1320,1490,1260,1540,1680,1910,2140]},{"id":"analytics-note","component":"TextContent","text":"Readership includes published articles, newsletters, and evergreen guides.","size":"small"},{"id":"bottom-row","component":"Card","variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true,"children":["schedule-card","workflow-card"]},{"id":"schedule-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["schedule-header","schedule-form"]},{"id":"schedule-header","component":"CardHeader","title":"Schedule a piece","subtitle":"Set a title and publish date to add it to your calendar"},{"id":"schedule-form","component":"Form","name":"schedule_piece","fields":["schedule-title-control","publish-date-control"],"buttons":"schedule-buttons"},{"id":"schedule-title-control","component":"FormControl","label":"Title","input":"schedule-title-input","hint":"Use a working title—you can edit it later."},{"id":"schedule-title-input","component":"Input","name":"title","type":"text","placeholder":"e.g., The complete guide to editorial planning"},{"id":"publish-date-control","component":"FormControl","label":"Publish date","input":"publish-date-picker"},{"id":"publish-date-picker","component":"DatePicker","name":"publish_date","mode":"single"},{"id":"schedule-buttons","component":"Buttons","direction":"row","buttons":["schedule-button","save-idea-button"]},{"id":"schedule-button","component":"Button","label":"Schedule piece","variant":"primary","size":"medium","action":["schedule_piece"]},{"id":"save-idea-button","component":"Button","label":"Save as idea","variant":"tertiary","size":"medium","action":["save_as_idea"]},{"id":"workflow-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["workflow-header","workflow-steps","workflow-tip"]},{"id":"workflow-header","component":"CardHeader","title":"Editorial workflow","subtitle":"Keep every piece moving toward publication"},{"id":"workflow-steps","component":"Steps","items":["step-idea","step-draft","step-review","step-publish"]},{"id":"step-idea","component":"StepsItem","title":"Capture an idea","details":"Save a topic, angle, or source of inspiration."},{"id":"step-draft","component":"StepsItem","title":"Create a draft","details":"Write, collaborate, and add supporting materials."},{"id":"step-review","component":"StepsItem","title":"Request review","details":"Assign editors and resolve feedback."},{"id":"step-publish","component":"StepsItem","title":"Schedule and publish","details":"Choose a date, then monitor readership and replies."},{"id":"workflow-tip","component":"Callout","variant":"info","title":"Editorial tip","description":"Pieces with a scheduled review date are 30% more likely to publish on time."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r1.txt
new file mode 100644
index 000000000..9e686d079
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r1.txt
@@ -0,0 +1,469 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "sales-account-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Sales Workspace"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "sales-account-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "accountHeader",
+          "renewalWarning",
+          "summaryRow",
+          "mainContent",
+          "quickActions"
+        ]
+      },
+      {
+        "id": "accountHeader",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "accountTitle",
+          "accountOwner",
+          "accountTags"
+        ]
+      },
+      {
+        "id": "accountTitle",
+        "component": "Heading",
+        "text": "Acme Corporation",
+        "level": "h1"
+      },
+      {
+        "id": "accountOwner",
+        "component": "TextContent",
+        "text": "Account owner: Maya Chen · Enterprise Sales",
+        "size": "default"
+      },
+      {
+        "id": "accountTags",
+        "component": "TagBlock",
+        "tags": [
+          "Enterprise",
+          "Strategic account",
+          "Active customer"
+        ]
+      },
+      {
+        "id": "renewalWarning",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Renewal approaching",
+        "description": "Renewal date is September 15, 2026 — 28 days remaining. Confirm renewal plan and stakeholder alignment."
+      },
+      {
+        "id": "summaryRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "dealValueCard",
+          "dealStageCard",
+          "renewalCard"
+        ]
+      },
+      {
+        "id": "dealValueCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "dealValueLabel",
+          "dealValue"
+        ]
+      },
+      {
+        "id": "dealValueLabel",
+        "component": "TextContent",
+        "text": "Total deal value",
+        "size": "small"
+      },
+      {
+        "id": "dealValue",
+        "component": "Heading",
+        "text": "$248,000",
+        "level": "h2"
+      },
+      {
+        "id": "dealStageCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "dealStageLabel",
+          "dealStage"
+        ]
+      },
+      {
+        "id": "dealStageLabel",
+        "component": "TextContent",
+        "text": "Current deal stage",
+        "size": "small"
+      },
+      {
+        "id": "dealStage",
+        "component": "Tag",
+        "text": "Negotiation",
+        "variant": "info",
+        "size": "lg"
+      },
+      {
+        "id": "renewalCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "renewalLabel",
+          "renewalDate"
+        ]
+      },
+      {
+        "id": "renewalLabel",
+        "component": "TextContent",
+        "text": "Renewal date",
+        "size": "small"
+      },
+      {
+        "id": "renewalDate",
+        "component": "Heading",
+        "text": "Sep 15, 2026",
+        "level": "h2"
+      },
+      {
+        "id": "mainContent",
+        "component": "Tabs",
+        "items": [
+          "activityTab",
+          "contactsTab",
+          "followUpsTab"
+        ]
+      },
+      {
+        "id": "activityTab",
+        "component": "TabItem",
+        "value": "activity",
+        "trigger": "Recent activity",
+        "content": [
+          "activityIntro",
+          "activityList"
+        ]
+      },
+      {
+        "id": "activityIntro",
+        "component": "TextContent",
+        "text": "Most recent first",
+        "size": "small"
+      },
+      {
+        "id": "activityList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "activity1",
+          "activity2",
+          "activity3",
+          "activity4"
+        ]
+      },
+      {
+        "id": "activity1",
+        "component": "ListItem",
+        "title": "Proposal reviewed with procurement",
+        "subtitle": "Today, 10:42 AM · Maya Chen"
+      },
+      {
+        "id": "activity2",
+        "component": "ListItem",
+        "title": "Security questionnaire submitted",
+        "subtitle": "Yesterday, 3:18 PM · Solutions Engineering"
+      },
+      {
+        "id": "activity3",
+        "component": "ListItem",
+        "title": "Renewal options shared with executive sponsor",
+        "subtitle": "Aug 14, 2026 · Maya Chen"
+      },
+      {
+        "id": "activity4",
+        "component": "ListItem",
+        "title": "Discovery call completed",
+        "subtitle": "Aug 12, 2026 · Maya Chen"
+      },
+      {
+        "id": "contactsTab",
+        "component": "TabItem",
+        "value": "contacts",
+        "trigger": "Contacts",
+        "content": [
+          "contactsList"
+        ]
+      },
+      {
+        "id": "contactsList",
+        "component": "Table",
+        "columns": [
+          "contactNameCol",
+          "contactRoleCol",
+          "contactEmailCol"
+        ]
+      },
+      {
+        "id": "contactNameCol",
+        "component": "Col",
+        "label": "Contact",
+        "type": "string",
+        "data": [
+          "Jordan Lee",
+          "Priya Nair",
+          "Marcus Reed",
+          "Elena Torres"
+        ]
+      },
+      {
+        "id": "contactRoleCol",
+        "component": "Col",
+        "label": "Role",
+        "type": "string",
+        "data": [
+          "Executive Sponsor · COO",
+          "Economic Buyer · VP Finance",
+          "Technical Champion · Director of IT",
+          "Procurement Lead"
+        ]
+      },
+      {
+        "id": "contactEmailCol",
+        "component": "Col",
+        "label": "Email",
+        "type": "string",
+        "data": [
+          "jordan.lee@acme.com",
+          "priya.nair@acme.com",
+          "marcus.reed@acme.com",
+          "elena.torres@acme.com"
+        ]
+      },
+      {
+        "id": "followUpsTab",
+        "component": "TabItem",
+        "value": "followups",
+        "trigger": "Open follow-ups",
+        "content": [
+          "followUpsList"
+        ]
+      },
+      {
+        "id": "followUpsList",
+        "component": "Table",
+        "columns": [
+          "followUpTaskCol",
+          "followUpOwnerCol",
+          "followUpDueCol"
+        ]
+      },
+      {
+        "id": "followUpTaskCol",
+        "component": "Col",
+        "label": "Follow-up",
+        "type": "string",
+        "data": [
+          "Send revised pricing package",
+          "Schedule executive renewal review",
+          "Confirm security review completion",
+          "Share implementation timeline"
+        ]
+      },
+      {
+        "id": "followUpOwnerCol",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Maya Chen",
+          "Maya Chen",
+          "Solutions Engineering",
+          "Customer Success"
+        ]
+      },
+      {
+        "id": "followUpDueCol",
+        "component": "Col",
+        "label": "Due date",
+        "type": "string",
+        "data": [
+          "Aug 19, 2026",
+          "Aug 21, 2026",
+          "Aug 22, 2026",
+          "Aug 26, 2026"
+        ]
+      },
+      {
+        "id": "quickActions",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "quickActionsTitle",
+          "noteForm",
+          "callForm"
+        ]
+      },
+      {
+        "id": "quickActionsTitle",
+        "component": "Heading",
+        "text": "Quick actions",
+        "level": "h2"
+      },
+      {
+        "id": "noteForm",
+        "component": "Form",
+        "name": "add-account-note",
+        "fields": [
+          "noteControl"
+        ],
+        "buttons": "noteButtons"
+      },
+      {
+        "id": "noteControl",
+        "component": "FormControl",
+        "label": "Jot a note",
+        "hint": "Capture context, decisions, or next steps.",
+        "input": "noteInput"
+      },
+      {
+        "id": "noteInput",
+        "component": "TextArea",
+        "name": "accountNote",
+        "placeholder": "Write a note about Acme Corporation…",
+        "rows": 4
+      },
+      {
+        "id": "noteButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "saveNoteButton"
+        ]
+      },
+      {
+        "id": "saveNoteButton",
+        "component": "Button",
+        "label": "Save note",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "callForm",
+        "component": "Form",
+        "name": "log-account-call",
+        "fields": [
+          "callSummaryControl",
+          "callOutcomeControl"
+        ],
+        "buttons": "callButtons"
+      },
+      {
+        "id": "callSummaryControl",
+        "component": "FormControl",
+        "label": "Log a call",
+        "hint": "Record the conversation summary and commitments.",
+        "input": "callSummaryInput"
+      },
+      {
+        "id": "callSummaryInput",
+        "component": "TextArea",
+        "name": "callSummary",
+        "placeholder": "What was discussed on the call?",
+        "rows": 3
+      },
+      {
+        "id": "callOutcomeControl",
+        "component": "FormControl",
+        "label": "Call outcome",
+        "input": "callOutcomeSelect"
+      },
+      {
+        "id": "callOutcomeSelect",
+        "component": "Select",
+        "name": "callOutcome",
+        "placeholder": "Select an outcome",
+        "items": [
+          "outcomeConnected",
+          "outcomeLeftVoicemail",
+          "outcomeFollowUp",
+          "outcomeNoAnswer"
+        ]
+      },
+      {
+        "id": "outcomeConnected",
+        "component": "SelectItem",
+        "value": "connected",
+        "label": "Connected"
+      },
+      {
+        "id": "outcomeLeftVoicemail",
+        "component": "SelectItem",
+        "value": "voicemail",
+        "label": "Left voicemail"
+      },
+      {
+        "id": "outcomeFollowUp",
+        "component": "SelectItem",
+        "value": "follow-up",
+        "label": "Follow-up required"
+      },
+      {
+        "id": "outcomeNoAnswer",
+        "component": "SelectItem",
+        "value": "no-answer",
+        "label": "No answer"
+      },
+      {
+        "id": "callButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "logCallButton"
+        ]
+      },
+      {
+        "id": "logCallButton",
+        "component": "Button",
+        "label": "Log call",
+        "variant": "secondary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r2.txt
new file mode 100644
index 000000000..4ee977fea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Workspace"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account-header","renewal-warning","summary-row","activity-card","contacts-card","followups-card","actions-card"]},{"id":"account-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account-title","account-owner","account-tags"]},{"id":"account-title","component":"Heading","text":"Northstar Analytics","level":"h1"},{"id":"account-owner","component":"TextContent","text":"Account owner: **Maya Chen** · Enterprise Sales","size":"default"},{"id":"account-tags","component":"TagBlock","tags":["Enterprise","Strategic Account","Active Customer"]},{"id":"renewal-warning","component":"Alert","variant":"warning","title":"Renewal approaching","description":"Renewal date: September 15, 2026 — 28 days remaining. Confirm renewal plan and stakeholder alignment."},{"id":"summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["deal-value-card","deal-stage-card","renewal-card"]},{"id":"deal-value-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["deal-value-label","deal-value"]},{"id":"deal-value-label","component":"TextContent","text":"Total deal value","size":"small"},{"id":"deal-value","component":"TextContent","text":"$248,000","size":"large-heavy"},{"id":"deal-stage-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["deal-stage-label","deal-stage"]},{"id":"deal-stage-label","component":"TextContent","text":"Current deal stage","size":"small"},{"id":"deal-stage","component":"Tag","text":"Proposal & Negotiation","variant":"info","size":"lg"},{"id":"renewal-card","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["renewal-label","renewal-date"]},{"id":"renewal-label","component":"TextContent","text":"Renewal date","size":"small"},{"id":"renewal-date","component":"TextContent","text":"September 15, 2026","size":"large-heavy"},{"id":"activity-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["activity-header","activity-list"]},{"id":"activity-header","component":"CardHeader","title":"Recent activity","subtitle":"Newest first"},{"id":"activity-list","component":"ListBlock","variant":"number","items":["activity-1","activity-2","activity-3","activity-4"]},{"id":"activity-1","component":"ListItem","title":"Proposal sent to procurement","subtitle":"Today, 10:42 AM · Maya Chen"},{"id":"activity-2","component":"ListItem","title":"Discovery call completed with finance team","subtitle":"Yesterday, 3:15 PM · Maya Chen"},{"id":"activity-3","component":"ListItem","title":"Security questionnaire received","subtitle":"Aug 14, 2026 · Jordan Lee"},{"id":"activity-4","component":"ListItem","title":"Executive sponsor introduced","subtitle":"Aug 12, 2026 · Maya Chen"},{"id":"contacts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["contacts-header","contacts-table"]},{"id":"contacts-header","component":"CardHeader","title":"Contacts","subtitle":"Key people at Northstar Analytics"},{"id":"contacts-table","component":"Table","columns":["contact-name-col","contact-role-col","contact-email-col"]},{"id":"contact-name-col","component":"Col","label":"Contact","type":"string","data":["Elena Rodriguez","Marcus Bell","Priya Shah","Tom Nguyen"]},{"id":"contact-role-col","component":"Col","label":"Role","type":"string","data":["Executive Sponsor · VP Operations","Economic Buyer · CFO","Technical Champion · Director of Data","Procurement Lead"]},{"id":"contact-email-col","component":"Col","label":"Email","type":"string","data":["elena.rodriguez@northstar.io","marcus.bell@northstar.io","priya.shah@northstar.io","tom.nguyen@northstar.io"]},{"id":"followups-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["followups-header","followups-table"]},{"id":"followups-header","component":"CardHeader","title":"Open follow-ups","subtitle":"Prioritize items due soon"},{"id":"followups-table","component":"Table","columns":["followup-task-col","followup-owner-col","followup-due-col"]},{"id":"followup-task-col","component":"Col","label":"Follow-up","type":"string","data":["Confirm procurement review timeline","Send security questionnaire responses","Schedule renewal planning session","Share revised pricing options"]},{"id":"followup-owner-col","component":"Col","label":"Owner","type":"string","data":["Maya Chen","Jordan Lee","Maya Chen","Maya Chen"]},{"id":"followup-due-col","component":"Col","label":"Due date","type":"string","data":["Today","Aug 21, 2026","Aug 26, 2026","Aug 29, 2026"]},{"id":"actions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["actions-header","note-control","note-input","call-control","call-form"]},{"id":"actions-header","component":"CardHeader","title":"Add to account","subtitle":"Capture notes and customer interactions"},{"id":"note-control","component":"FormControl","label":"Jot a note","hint":"Notes are saved to the account activity timeline.","input":"note-input"},{"id":"note-input","component":"TextArea","name":"account_note","placeholder":"Add a meeting takeaway, customer request, or next step…","rows":4},{"id":"call-control","component":"FormControl","label":"Log a call","hint":"Record the outcome and any follow-up commitments.","input":"call-form"},{"id":"call-form","component":"TextArea","name":"call_log","placeholder":"Who did you speak with? What was discussed? What happens next?","rows":4}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r3.txt
new file mode 100644
index 000000000..73aac9191
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Workspace"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["account-header","metrics-row","renewal-warning","main-content"]},{"id":"account-header","component":"Card","variant":"card","direction":"column","gap":"s","children":["account-title","account-owner","account-tags"]},{"id":"account-title","component":"Heading","text":"Northstar Analytics","level":"h1"},{"id":"account-owner","component":"TextContent","text":"Account owner: **Maya Chen** · Enterprise Sales","size":"default"},{"id":"account-tags","component":"TagBlock","tags":["Strategic account","FY26 renewal","Active customer"]},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["deal-value-card","deal-stage-card","renewal-card"]},{"id":"deal-value-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["deal-value-label","deal-value"]},{"id":"deal-value-label","component":"TextContent","text":"Total deal value","size":"small"},{"id":"deal-value","component":"Heading","text":"$248,000","level":"h2"},{"id":"deal-stage-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["deal-stage-label","deal-stage"]},{"id":"deal-stage-label","component":"TextContent","text":"Current deal stage","size":"small"},{"id":"deal-stage","component":"Tag","text":"Proposal sent","variant":"info","size":"lg"},{"id":"renewal-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["renewal-label","renewal-date"]},{"id":"renewal-label","component":"TextContent","text":"Renewal date","size":"small"},{"id":"renewal-date","component":"Heading","text":"Sep 12, 2026","level":"h2"},{"id":"renewal-warning","component":"Alert","variant":"warning","title":"Renewal approaching in 25 days","description":"Confirm renewal scope and schedule an executive check-in before September 1."},{"id":"main-content","component":"Tabs","items":["overview-tab","activity-tab","contacts-tab"]},{"id":"overview-tab","component":"TabItem","value":"overview","trigger":"Overview","content":["followups-section","note-section","call-section"]},{"id":"followups-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["followups-heading","followups-list"]},{"id":"followups-heading","component":"Heading","text":"Open follow-ups","level":"h2"},{"id":"followups-list","component":"ListBlock","variant":"number","items":["followup-1","followup-2","followup-3"]},{"id":"followup-1","component":"ListItem","title":"Send revised pricing options","subtitle":"Due Aug 20, 2026 · Owner: Maya Chen","actionLabel":"Complete"},{"id":"followup-2","component":"ListItem","title":"Book security review with IT","subtitle":"Due Aug 22, 2026 · Owner: Maya Chen","actionLabel":"Schedule"},{"id":"followup-3","component":"ListItem","title":"Confirm renewal decision process","subtitle":"Due Aug 27, 2026 · Owner: Maya Chen","actionLabel":"Update"},{"id":"note-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["note-heading","note-form"]},{"id":"note-heading","component":"Heading","text":"Jot a note","level":"h2"},{"id":"note-form","component":"Form","name":"account-note","fields":["note-field"],"buttons":"note-buttons"},{"id":"note-field","component":"FormControl","label":"New note","hint":"Capture context, commitments, or next steps.","input":"note-input"},{"id":"note-input","component":"TextArea","name":"note","placeholder":"Write a note about Northstar Analytics…","rows":4},{"id":"note-buttons","component":"Buttons","direction":"row","buttons":["save-note-button"]},{"id":"save-note-button","component":"Button","label":"Save note","variant":"primary","size":"medium"},{"id":"call-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["call-heading","call-form"]},{"id":"call-heading","component":"Heading","text":"Log a call","level":"h2"},{"id":"call-form","component":"Form","name":"log-call","fields":["call-contact-field","call-summary-field"],"buttons":"call-buttons"},{"id":"call-contact-field","component":"FormControl","label":"Contact","input":"call-contact-select"},{"id":"call-contact-select","component":"Select","name":"call-contact","placeholder":"Select a contact","items":["call-contact-1","call-contact-2","call-contact-3"]},{"id":"call-contact-1","component":"SelectItem","value":"elena","label":"Elena Rodriguez — VP Operations"},{"id":"call-contact-2","component":"SelectItem","value":"david","label":"David Kim — Director of IT"},{"id":"call-contact-3","component":"SelectItem","value":"priya","label":"Priya Shah — Procurement Lead"},{"id":"call-summary-field","component":"FormControl","label":"Call summary","input":"call-summary-input"},{"id":"call-summary-input","component":"TextArea","name":"call-summary","placeholder":"What was discussed, and what are the next steps?","rows":4},{"id":"call-buttons","component":"Buttons","direction":"row","buttons":["log-call-button"]},{"id":"log-call-button","component":"Button","label":"Log call","variant":"primary","size":"medium"},{"id":"activity-tab","component":"TabItem","value":"activity","trigger":"Recent activity","content":["activity-section"]},{"id":"activity-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["activity-heading","activity-list"]},{"id":"activity-heading","component":"Heading","text":"Recent activity","level":"h2"},{"id":"activity-list","component":"ListBlock","variant":"number","items":["activity-1","activity-2","activity-3","activity-4"]},{"id":"activity-1","component":"ListItem","title":"Proposal viewed by Elena Rodriguez","subtitle":"Today, 10:42 AM · Proposal activity"},{"id":"activity-2","component":"ListItem","title":"Maya sent revised commercial terms","subtitle":"Yesterday, 3:18 PM · Email"},{"id":"activity-3","component":"ListItem","title":"Discovery call completed with David Kim","subtitle":"Aug 15, 11:00 AM · Call"},{"id":"activity-4","component":"ListItem","title":"Security questionnaire received","subtitle":"Aug 13, 4:26 PM · Document"},{"id":"contacts-tab","component":"TabItem","value":"contacts","trigger":"Contacts","content":["contacts-section"]},{"id":"contacts-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["contacts-heading","contacts-table"]},{"id":"contacts-heading","component":"Heading","text":"Account contacts","level":"h2"},{"id":"contacts-table","component":"Table","columns":["contact-name-col","contact-role-col","contact-email-col"]},{"id":"contact-name-col","component":"Col","label":"Contact","type":"string","data":["Elena Rodriguez","David Kim","Priya Shah"]},{"id":"contact-role-col","component":"Col","label":"Role","type":"string","data":["Economic buyer · VP Operations","Technical champion · Director of IT","Procurement lead · Strategic Sourcing"]},{"id":"contact-email-col","component":"Col","label":"Email","type":"string","data":["elena.rodriguez@northstar.example","david.kim@northstar.example","priya.shah@northstar.example"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r4.txt
new file mode 100644
index 000000000..13201d6a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-crm__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"sales-account-page","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Sales Workspace"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"sales-account-page","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["accountHeader","summaryRow","renewalWarning","mainContent"]},{"id":"accountHeader","component":"Card","variant":"card","direction":"column","gap":"s","children":["accountTitle","accountOwner","accountTags"]},{"id":"accountTitle","component":"Heading","level":"h1","text":"Acme Corporation"},{"id":"accountOwner","component":"TextContent","size":"default","text":"Account owner: **Maya Chen** · Enterprise Sales"},{"id":"accountTags","component":"TagBlock","tags":["Strategic account","FY26 renewal","Active customer"]},{"id":"summaryRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["dealValueCard","stageCard","renewalCard"]},{"id":"dealValueCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["dealValueLabel","dealValue"]},{"id":"dealValueLabel","component":"TextContent","size":"small","text":"Total deal value"},{"id":"dealValue","component":"TextContent","size":"large-heavy","text":"$248,000"},{"id":"stageCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["stageLabel","stageValue","stageTag"]},{"id":"stageLabel","component":"TextContent","size":"small","text":"Current deal stage"},{"id":"stageValue","component":"TextContent","size":"large-heavy","text":"Proposal"},{"id":"stageTag","component":"Tag","text":"Target close: Sep 30, 2026","variant":"info","size":"sm"},{"id":"renewalCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["renewalLabel","renewalDate"]},{"id":"renewalLabel","component":"TextContent","size":"small","text":"Renewal date"},{"id":"renewalDate","component":"TextContent","size":"large-heavy","text":"September 15, 2026"},{"id":"renewalWarning","component":"Alert","variant":"warning","title":"Renewal approaching in 28 days","description":"Confirm commercial terms and schedule the executive renewal review this week."},{"id":"mainContent","component":"Card","variant":"clear","direction":"row","gap":"m","align":"start","children":["leftColumn","rightColumn"]},{"id":"leftColumn","component":"Card","variant":"clear","direction":"column","gap":"m","weight":2,"children":["activitySection","contactsSection"]},{"id":"activitySection","component":"Card","variant":"card","direction":"column","gap":"m","children":["activityHeader","activityList"]},{"id":"activityHeader","component":"CardHeader","title":"Recent activity","subtitle":"Newest first"},{"id":"activityList","component":"ListBlock","variant":"number","items":["activity1","activity2","activity3","activity4"]},{"id":"activity1","component":"ListItem","title":"Proposal sent to procurement","subtitle":"Today, 10:42 AM · Maya Chen"},{"id":"activity2","component":"ListItem","title":"Discovery call completed with IT leadership","subtitle":"Yesterday, 3:15 PM · Maya Chen"},{"id":"activity3","component":"ListItem","title":"Security questionnaire 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COO"]},{"id":"contactEmailCol","component":"Col","label":"Email","type":"string","data":["jordan.lee@acme.com","priya.nair@acme.com","elena.rodriguez@acme.com","marcus.bell@acme.com"]},{"id":"rightColumn","component":"Card","variant":"clear","direction":"column","gap":"m","weight":1,"children":["followUpsSection","noteSection","callSection"]},{"id":"followUpsSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["followUpsHeader","followUpsList"]},{"id":"followUpsHeader","component":"CardHeader","title":"Open follow-ups","subtitle":"3 items need attention"},{"id":"followUpsList","component":"ListBlock","variant":"number","items":["followUp1","followUp2","followUp3"]},{"id":"followUp1","component":"ListItem","title":"Confirm procurement review timeline","subtitle":"Due Aug 19, 2026"},{"id":"followUp2","component":"ListItem","title":"Send security questionnaire responses","subtitle":"Due Aug 21, 2026"},{"id":"followUp3","component":"ListItem","title":"Book executive renewal review","subtitle":"Due Aug 25, 2026"},{"id":"noteSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["noteHeader","noteForm"]},{"id":"noteHeader","component":"CardHeader","title":"Jot a note","subtitle":"Capture context for the account team"},{"id":"noteForm","component":"Form","name":"account-note","fields":["noteControl"],"buttons":"noteButtons"},{"id":"noteControl","component":"FormControl","label":"New note","hint":"Notes are visible to everyone on the account team.","input":"noteInput"},{"id":"noteInput","component":"TextArea","name":"note","placeholder":"Add an update, decision, or next-step detail…","rows":4},{"id":"noteButtons","component":"Buttons","direction":"row","buttons":["saveNoteButton"]},{"id":"saveNoteButton","component":"Button","label":"Save note","variant":"primary","size":"medium"},{"id":"callSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["callHeader","callForm"]},{"id":"callHeader","component":"CardHeader","title":"Log a call","subtitle":"Record the latest customer conversation"},{"id":"callForm","component":"Form","name":"log-call","fields":["callContactControl","callNotesControl"],"buttons":"callButtons"},{"id":"callContactControl","component":"FormControl","label":"Contact","input":"callContactSelect"},{"id":"callContactSelect","component":"Select","name":"call-contact","placeholder":"Select a contact","items":["callContactJordan","callContactPriya","callContactElena","callContactMarcus"]},{"id":"callContactJordan","component":"SelectItem","value":"jordan-lee","label":"Jordan Lee · Economic buyer"},{"id":"callContactPriya","component":"SelectItem","value":"priya-nair","label":"Priya Nair · Technical champion"},{"id":"callContactElena","component":"SelectItem","value":"elena-rodriguez","label":"Elena Rodriguez · Procurement lead"},{"id":"callContactMarcus","component":"SelectItem","value":"marcus-bell","label":"Marcus Bell · Executive sponsor"},{"id":"callNotesControl","component":"FormControl","label":"Call summary","input":"callNotesInput"},{"id":"callNotesInput","component":"TextArea","name":"call-summary","placeholder":"What was discussed? Include decisions and next steps.","rows":4},{"id":"callButtons","component":"Buttons","direction":"row","buttons":["logCallButton"]},{"id":"logCallButton","component":"Button","label":"Log call","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r1.txt
new file mode 100644
index 000000000..08eac3ba2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r1.txt
@@ -0,0 +1,388 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "startup-month-end-finance",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Finance Dashboard"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "startup-month-end-finance",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "month-control",
+          "metrics",
+          "expense-section",
+          "transactions-section",
+          "statement-actions"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Month-end finance",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "A concise view of liquidity, operating spend, and material transactions for the selected month.",
+        "size": "default"
+      },
+      {
+        "id": "month-control",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "month-label",
+          "month-picker"
+        ]
+      },
+      {
+        "id": "month-label",
+        "component": "TextContent",
+        "text": "Reporting month",
+        "size": "small-heavy"
+      },
+      {
+        "id": "month-picker",
+        "component": "DatePicker",
+        "name": "reporting_month",
+        "mode": "single",
+        "value": [
+          "2026-07-01"
+        ]
+      },
+      {
+        "id": "metrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "cash-card",
+          "burn-card",
+          "runway-card"
+        ]
+      },
+      {
+        "id": "cash-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "cash-label",
+          "cash-value",
+          "cash-note"
+        ]
+      },
+      {
+        "id": "cash-label",
+        "component": "TextContent",
+        "text": "Cash on hand",
+        "size": "small-heavy"
+      },
+      {
+        "id": "cash-value",
+        "component": "Heading",
+        "text": "$1,248,600",
+        "level": "h2"
+      },
+      {
+        "id": "cash-note",
+        "component": "TextContent",
+        "text": "Available balances as of July 31, 2026",
+        "size": "small"
+      },
+      {
+        "id": "burn-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "burn-label",
+          "burn-value",
+          "burn-note"
+        ]
+      },
+      {
+        "id": "burn-label",
+        "component": "TextContent",
+        "text": "Monthly burn",
+        "size": "small-heavy"
+      },
+      {
+        "id": "burn-value",
+        "component": "Heading",
+        "text": "$142,300",
+        "level": "h2"
+      },
+      {
+        "id": "burn-note",
+        "component": "TextContent",
+        "text": "Net cash outflow for July",
+        "size": "small"
+      },
+      {
+        "id": "runway-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "runway-label",
+          "runway-value",
+          "runway-progress"
+        ]
+      },
+      {
+        "id": "runway-label",
+        "component": "TextContent",
+        "text": "Months of runway",
+        "size": "small-heavy"
+      },
+      {
+        "id": "runway-value",
+        "component": "Heading",
+        "text": "8.8 months",
+        "level": "h2"
+      },
+      {
+        "id": "runway-progress",
+        "component": "Progress",
+        "value": 73,
+        "label": "73% of 12-month operating target"
+      },
+      {
+        "id": "expense-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "expense-header",
+          "expense-chart",
+          "expense-summary"
+        ]
+      },
+      {
+        "id": "expense-header",
+        "component": "CardHeader",
+        "title": "Expenses by category",
+        "subtitle": "July 2026 operating expenses"
+      },
+      {
+        "id": "expense-chart",
+        "component": "PieChart",
+        "labels": [
+          "Payroll",
+          "Cloud infrastructure",
+          "Marketing",
+          "Professional services",
+          "Office & operations"
+        ],
+        "values": [
+          84200,
+          21900,
+          16800,
+          12100,
+          7300
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "expense-summary",
+        "component": "Table",
+        "columns": [
+          "expense-category-col",
+          "expense-amount-col",
+          "expense-share-col"
+        ]
+      },
+      {
+        "id": "expense-category-col",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "Payroll",
+          "Cloud infrastructure",
+          "Marketing",
+          "Professional services",
+          "Office & operations"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "expense-amount-col",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "$84,200",
+          "$21,900",
+          "$16,800",
+          "$12,100",
+          "$7,300"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "expense-share-col",
+        "component": "Col",
+        "label": "Share",
+        "data": [
+          "59.3%",
+          "15.4%",
+          "11.8%",
+          "8.5%",
+          "5.1%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transactions-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "transactions-header",
+          "transactions-callout",
+          "transactions-table"
+        ]
+      },
+      {
+        "id": "transactions-header",
+        "component": "CardHeader",
+        "title": "Transactions above $10,000",
+        "subtitle": "Posted during July 2026"
+      },
+      {
+        "id": "transactions-callout",
+        "component": "Callout",
+        "variant": "info",
+        "title": "4 material transactions",
+        "description": "These transactions represent $93,400 of the month’s cash activity."
+      },
+      {
+        "id": "transactions-table",
+        "component": "Table",
+        "columns": [
+          "transaction-date-col",
+          "transaction-merchant-col",
+          "transaction-category-col",
+          "transaction-amount-col"
+        ]
+      },
+      {
+        "id": "transaction-date-col",
+        "component": "Col",
+        "label": "Date",
+        "data": [
+          "Jul 01, 2026",
+          "Jul 05, 2026",
+          "Jul 15, 2026",
+          "Jul 28, 2026"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transaction-merchant-col",
+        "component": "Col",
+        "label": "Vendor / description",
+        "data": [
+          "Payroll — July cycle",
+          "AWS",
+          "Brightline Growth",
+          "Morrison & Finch LLP"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transaction-category-col",
+        "component": "Col",
+        "label": "Category",
+        "data": [
+          "Payroll",
+          "Cloud infrastructure",
+          "Marketing",
+          "Professional services"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "transaction-amount-col",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "-$48,600",
+          "-$21,900",
+          "-$12,500",
+          "-$10,400"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "statement-actions",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "end",
+        "gap": "s",
+        "children": [
+          "download-statement"
+        ]
+      },
+      {
+        "id": "download-statement",
+        "component": "Button",
+        "label": "Download July statement",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "download",
+            "format": "pdf",
+            "document": "month_end_statement",
+            "month": "2026-07"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r2.txt
new file mode 100644
index 000000000..7a76f633e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"month-end-finance","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Finance Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"month-end-finance","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary-row","expense-card","transactions-card","footer-actions"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["header-copy","month-picker"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Month-end finance","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Financial position and cash activity for August 2026.","size":"default"},{"id":"month-picker","component":"DatePicker","name":"reporting_month","mode":"single","value":["2026-08-01"]},{"id":"summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["cash-card","burn-card","runway-card"]},{"id":"cash-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cash-label","cash-value","cash-note"],"weight":1},{"id":"cash-label","component":"TextContent","text":"Cash on hand","size":"small-heavy"},{"id":"cash-value","component":"Heading","text":"$842,500","level":"h2"},{"id":"cash-note","component":"TextContent","text":"Available operating cash as of Aug 31","size":"small"},{"id":"burn-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["burn-label","burn-value","burn-note"],"weight":1},{"id":"burn-label","component":"TextContent","text":"Monthly burn","size":"small-heavy"},{"id":"burn-value","component":"Heading","text":"$96,400","level":"h2"},{"id":"burn-note","component":"TextContent","text":"Net cash outflow this month","size":"small"},{"id":"runway-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["runway-label","runway-value","runway-note"],"weight":1},{"id":"runway-label","component":"TextContent","text":"Months of runway","size":"small-heavy"},{"id":"runway-value","component":"Heading","text":"8.7 months","level":"h2"},{"id":"runway-note","component":"TextContent","text":"At the current monthly burn rate","size":"small"},{"id":"expense-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["expense-header","expense-chart","expense-tags"]},{"id":"expense-header","component":"CardHeader","title":"Expenses by category","subtitle":"Total operating expenses: $118,900"},{"id":"expense-chart","component":"PieChart","labels":["Payroll","Software","Marketing","Professional services","Office & travel"],"values":[62400,18300,15900,12400,9900],"variant":"donut","appearance":"circular"},{"id":"expense-tags","component":"TagBlock","tags":["Payroll · $62,400","Software · $18,300","Marketing · $15,900","Professional services · $12,400","Office & travel · $9,900"]},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","transactions-table","transactions-note"]},{"id":"transactions-header","component":"CardHeader","title":"Transactions over $10,000","subtitle":"This month"},{"id":"transactions-table","component":"Table","columns":["date-col","merchant-col","category-col","amount-col","type-col"]},{"id":"date-col","component":"Col","label":"Date","data":["Aug 30, 2026","Aug 28, 2026","Aug 20, 2026","Aug 15, 2026","Aug 01, 2026"],"type":"string"},{"id":"merchant-col","component":"Col","label":"Merchant / counterparty","data":["Gusto Payroll","AWS","Brightline Media","Wilson & Partners","Acme Ventures"],"type":"string"},{"id":"category-col","component":"Col","label":"Category","data":["Payroll","Software","Marketing","Professional services","Funding"],"type":"string"},{"id":"amount-col","component":"Col","label":"Amount","data":["-$62,400","-$14,850","-$12,500","-$11,200","+$150,000"],"type":"string"},{"id":"type-col","component":"Col","label":"Type","data":["Expense","Expense","Expense","Expense","Income"],"type":"string"},{"id":"transactions-note","component":"TextContent","text":"Showing 5 transactions above $10,000 recorded in August 2026.","size":"small"},{"id":"footer-actions","component":"Buttons","direction":"row","buttons":["download-statement"]},{"id":"download-statement","component":"Button","label":"Download August statement","variant":"primary","size":"medium","action":["download_statement","2026-08"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r3.txt
new file mode 100644
index 000000000..c7c66f916
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"month-end-finance","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Finance Dashboard"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"month-end-finance","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","month-controls","metrics","expense-section","transactions-section","download-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Month-end finance","level":"h1"},{"id":"subtitle","component":"TextContent","text":"A concise view of liquidity, burn, and material spending for August 2026.","size":"default"},{"id":"month-controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["month-control","month-select","download-button"]},{"id":"month-control","component":"FormControl","label":"Reporting month","hint":"Choose a completed month to review.","input":"month-select"},{"id":"month-select","component":"Select","name":"reporting_month","placeholder":"Select month","value":"2026-08","size":"medium","items":["month-aug","month-jul","month-jun"]},{"id":"month-aug","component":"SelectItem","value":"2026-08","label":"August 2026"},{"id":"month-jul","component":"SelectItem","value":"2026-07","label":"July 2026"},{"id":"month-jun","component":"SelectItem","value":"2026-06","label":"June 2026"},{"id":"download-button","component":"Button","label":"Download statement","variant":"primary","size":"medium","action":["download_statement","2026-08"]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["cash-card","burn-card","runway-card"]},{"id":"cash-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["cash-label","cash-value","cash-note"]},{"id":"cash-label","component":"TextContent","text":"Cash on hand","size":"small-heavy"},{"id":"cash-value","component":"Heading","text":"$1,240,000","level":"h2"},{"id":"cash-note","component":"TextContent","text":"As of August 31, 2026","size":"small"},{"id":"burn-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["burn-label","burn-value","burn-note"]},{"id":"burn-label","component":"TextContent","text":"Monthly burn","size":"small-heavy"},{"id":"burn-value","component":"Heading","text":"$186,000","level":"h2"},{"id":"burn-note","component":"TextContent","text":"Net cash outflow in August","size":"small"},{"id":"runway-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["runway-label","runway-value","runway-note"]},{"id":"runway-label","component":"TextContent","text":"Months of runway","size":"small-heavy"},{"id":"runway-value","component":"Heading","text":"6.7 months","level":"h2"},{"id":"runway-note","component":"TextContent","text":"At the current monthly burn rate","size":"small"},{"id":"expense-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["expense-header","expense-chart","expense-summary"]},{"id":"expense-header","component":"CardHeader","title":"Expenses by category","subtitle":"August 2026 operating expenses — $214,500 total"},{"id":"expense-chart","component":"PieChart","labels":["Payroll","Cloud infrastructure","Marketing","Professional services","Software & tools","Other"],"values":[112000,34500,28000,18500,12500,9000],"variant":"donut","appearance":"circular"},{"id":"expense-summary","component":"TagBlock","tags":["Payroll · $112,000","Cloud infrastructure · $34,500","Marketing · $28,000","Professional services · $18,500","Software & tools · $12,500","Other · $9,000"]},{"id":"transactions-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","transactions-alert","transactions-table"]},{"id":"transactions-header","component":"CardHeader","title":"Transactions above $10,000","subtitle":"Material transactions recorded in August 2026"},{"id":"transactions-alert","component":"Alert","title":"5 transactions require review","description":"Each transaction below exceeds the $10,000 threshold.","variant":"info"},{"id":"transactions-table","component":"Table","columns":["txn-date","txn-vendor","txn-category","txn-amount","txn-status"]},{"id":"txn-date","component":"Col","label":"Date","type":"string","data":["Aug 04, 2026","Aug 08, 2026","Aug 14, 2026","Aug 21, 2026","Aug 28, 2026"]},{"id":"txn-vendor","component":"Col","label":"Vendor / description","type":"string","data":["August payroll","AWS","Growth campaign — Q3","Cooley LLP","Product design contractor"]},{"id":"txn-category","component":"Col","label":"Category","type":"string","data":["Payroll","Cloud infrastructure","Marketing","Professional services","Contractors"]},{"id":"txn-amount","component":"Col","label":"Amount","type":"number","data":[112000,24500,18000,14500,12000]},{"id":"txn-status","component":"Col","label":"Status","type":"string","data":["Cleared","Cleared","Cleared","Pending","Cleared"]},{"id":"download-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["download-copy","download-statement-button"]},{"id":"download-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["download-title","download-description"]},{"id":"download-title","component":"TextContent","text":"Need the full statement?","size":"large-heavy"},{"id":"download-description","component":"TextContent","text":"Export the August 2026 month-end statement as a PDF for your records or board packet.","size":"small"},{"id":"download-statement-button","component":"Button","label":"Download PDF statement","variant":"secondary","size":"medium","action":["download_statement_pdf","2026-08"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r4.txt
new file mode 100644
index 000000000..4bf9f10e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-finance__r4.txt
@@ -0,0 +1,339 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "month-end-finance",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Finance Dashboard"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "month-end-finance",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "month-selector",
+          "metrics-card",
+          "expenses-card",
+          "transactions-card",
+          "download-button"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "Month-end finance",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Financial snapshot for August 2026",
+        "size": "default"
+      },
+      {
+        "id": "month-selector",
+        "component": "Select",
+        "name": "reporting_month",
+        "placeholder": "Select a month",
+        "value": "2026-08",
+        "items": [
+          "month-aug",
+          "month-jul",
+          "month-jun"
+        ]
+      },
+      {
+        "id": "month-aug",
+        "component": "SelectItem",
+        "value": "2026-08",
+        "label": "August 2026"
+      },
+      {
+        "id": "month-jul",
+        "component": "SelectItem",
+        "value": "2026-07",
+        "label": "July 2026"
+      },
+      {
+        "id": "month-jun",
+        "component": "SelectItem",
+        "value": "2026-06",
+        "label": "June 2026"
+      },
+      {
+        "id": "metrics-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "metrics-heading",
+          "cash-metric",
+          "burn-metric",
+          "runway-metric"
+        ]
+      },
+      {
+        "id": "metrics-heading",
+        "component": "Heading",
+        "text": "Cash and runway",
+        "level": "h2"
+      },
+      {
+        "id": "cash-metric",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "cash-label",
+          "cash-value"
+        ]
+      },
+      {
+        "id": "cash-label",
+        "component": "TextContent",
+        "text": "Cash on hand",
+        "size": "small"
+      },
+      {
+        "id": "cash-value",
+        "component": "TextContent",
+        "text": "$1,248,500",
+        "size": "large-heavy"
+      },
+      {
+        "id": "burn-metric",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "burn-label",
+          "burn-value",
+          "burn-note"
+        ]
+      },
+      {
+        "id": "burn-label",
+        "component": "TextContent",
+        "text": "Monthly burn",
+        "size": "small"
+      },
+      {
+        "id": "burn-value",
+        "component": "TextContent",
+        "text": "$142,300",
+        "size": "large-heavy"
+      },
+      {
+        "id": "burn-note",
+        "component": "TextContent",
+        "text": "Net cash outflow this month",
+        "size": "small"
+      },
+      {
+        "id": "runway-metric",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "runway-label",
+          "runway-value",
+          "runway-note"
+        ]
+      },
+      {
+        "id": "runway-label",
+        "component": "TextContent",
+        "text": "Months of runway",
+        "size": "small"
+      },
+      {
+        "id": "runway-value",
+        "component": "TextContent",
+        "text": "8.8 months",
+        "size": "large-heavy"
+      },
+      {
+        "id": "runway-note",
+        "component": "TextContent",
+        "text": "At the current monthly burn rate",
+        "size": "small"
+      },
+      {
+        "id": "expenses-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "expenses-heading",
+          "expenses-description",
+          "expense-chart"
+        ]
+      },
+      {
+        "id": "expenses-heading",
+        "component": "Heading",
+        "text": "Expenses by category",
+        "level": "h2"
+      },
+      {
+        "id": "expenses-description",
+        "component": "TextContent",
+        "text": "Total operating expenses: $186,750",
+        "size": "small"
+      },
+      {
+        "id": "expense-chart",
+        "component": "PieChart",
+        "labels": [
+          "Payroll",
+          "Software & tools",
+          "Marketing",
+          "Rent & operations",
+          "Professional services"
+        ],
+        "values": [
+          98500,
+          24250,
+          31800,
+          18700,
+          13500
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "transactions-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "transactions-heading",
+          "transactions-description",
+          "transactions-table"
+        ]
+      },
+      {
+        "id": "transactions-heading",
+        "component": "Heading",
+        "text": "Transactions above $10,000",
+        "level": "h2"
+      },
+      {
+        "id": "transactions-description",
+        "component": "TextContent",
+        "text": "August 2026 transactions exceeding $10,000",
+        "size": "small"
+      },
+      {
+        "id": "transactions-table",
+        "component": "Table",
+        "columns": [
+          "transaction-date",
+          "transaction-vendor",
+          "transaction-category",
+          "transaction-amount"
+        ]
+      },
+      {
+        "id": "transaction-date",
+        "component": "Col",
+        "label": "Date",
+        "type": "string",
+        "data": [
+          "Aug 02, 2026",
+          "Aug 05, 2026",
+          "Aug 12, 2026",
+          "Aug 18, 2026",
+          "Aug 26, 2026"
+        ]
+      },
+      {
+        "id": "transaction-vendor",
+        "component": "Col",
+        "label": "Vendor / payee",
+        "type": "string",
+        "data": [
+          "Gusto Payroll",
+          "Google Cloud",
+          "LinkedIn",
+          "Downtown Office LLC",
+          "Wilson & Hart LLP"
+        ]
+      },
+      {
+        "id": "transaction-category",
+        "component": "Col",
+        "label": "Category",
+        "type": "string",
+        "data": [
+          "Payroll",
+          "Software & tools",
+          "Marketing",
+          "Rent & operations",
+          "Professional services"
+        ]
+      },
+      {
+        "id": "transaction-amount",
+        "component": "Col",
+        "label": "Amount",
+        "type": "number",
+        "data": [
+          98500,
+          14620,
+          12500,
+          15000,
+          13500
+        ]
+      },
+      {
+        "id": "download-button",
+        "component": "Button",
+        "label": "Download August statement",
+        "variant": "primary",
+        "size": "large",
+        "action": [
+          {
+            "type": "download",
+            "format": "pdf",
+            "report": "month_end_statement",
+            "month": "2026-08"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r1.txt
new file mode 100644
index 000000000..6637c1b95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Coordinator"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","alerts","main-content","volume-chart-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-copy","refresh-info"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Logistics Coordinator Board","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live shipment operations overview","size":"default"},{"id":"refresh-info","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["refresh-label","refresh-time"]},{"id":"refresh-label","component":"TextContent","text":"Last refreshed","size":"small"},{"id":"refresh-time","component":"TextContent","text":"Today, 10:42 AM","size":"small-heavy"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["on-time-card","cost-card","carrier-card"]},{"id":"on-time-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["on-time-heading","on-time-progress","on-time-note"]},{"id":"on-time-heading","component":"TextContent","text":"On-time performance · this month","size":"small-heavy"},{"id":"on-time-progress","component":"Progress","value":92,"label":"92% on time"},{"id":"on-time-note","component":"TextContent","text":"Up 3.1% from last month","size":"small"},{"id":"cost-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cost-heading","cost-value","cost-note"]},{"id":"cost-heading","component":"TextContent","text":"Average cost per shipment","size":"small-heavy"},{"id":"cost-value","component":"Heading","text":"$1,284","level":"h2"},{"id":"cost-note","component":"TextContent","text":"Across 486 completed shipments","size":"small"},{"id":"carrier-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["carrier-heading","carrier-chart"]},{"id":"carrier-heading","component":"TextContent","text":"Volume split by carrier","size":"small-heavy"},{"id":"carrier-chart","component":"PieChart","labels":["NorthStar Freight","Apex Logistics","BlueLine Transport","Other"],"values":[38,27,21,14],"variant":"donut","appearance":"circular"},{"id":"alerts","component":"Alert","title":"4 delayed shipments need attention","description":"Two shipments are delayed by more than 12 hours. Review exceptions and flag owners.","variant":"warning"},{"id":"main-content","component":"Card","variant":"clear","direction":"row","gap":"m","align":"start","children":["shipments-card","delayed-card"]},{"id":"shipments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["shipments-header","route-search-control","shipments-table"]},{"id":"shipments-header","component":"CardHeader","title":"Shipments in transit","subtitle":"18 active shipments"},{"id":"route-search-control","component":"FormControl","label":"Search by route","hint":"Search origin, destination, or route code","input":"route-search"},{"id":"route-search","component":"Input","name":"routeSearch","placeholder":"e.g. Chicago → Dallas or RT-204","type":"text"},{"id":"shipments-table","component":"Table","columns":["col-shipment","col-origin","col-destination","col-eta","col-status","col-flag"]},{"id":"col-shipment","component":"Col","label":"Shipment","data":["SH-10482","SH-10477","SH-10465","SH-10451","SH-10439"],"type":"string"},{"id":"col-origin","component":"Col","label":"Origin","data":["Chicago, IL","Long Beach, CA","Atlanta, GA","Newark, NJ","Dallas, TX"],"type":"string"},{"id":"col-destination","component":"Col","label":"Destination","data":["Dallas, TX","Phoenix, AZ","Nashville, TN","Boston, MA","Denver, CO"],"type":"string"},{"id":"col-eta","component":"Col","label":"ETA","data":["Today, 2:30 PM","Today, 6:15 PM","Tomorrow, 9:00 AM","Tomorrow, 11:45 AM","Aug 20, 4:00 PM"],"type":"string"},{"id":"col-status","component":"Col","label":"Status","data":["On time","Delayed · 3h","On time","At risk","On time"],"type":"string"},{"id":"col-flag","component":"Col","label":"Flag","data":["Flag","Flag","Flag","Flag","Flag"],"type":"action"},{"id":"delayed-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["delayed-header","delayed-list"]},{"id":"delayed-header","component":"CardHeader","title":"Delayed shipments","subtitle":"Prioritized by delay duration"},{"id":"delayed-list","component":"ListBlock","variant":"number","items":["delayed-1","delayed-2","delayed-3","delayed-4"]},{"id":"delayed-1","component":"ListItem","title":"SH-10477 · Long Beach → Phoenix","subtitle":"3h late · Apex Logistics · ETA today 6:15 PM","actionLabel":"Flag shipment"},{"id":"delayed-2","component":"ListItem","title":"SH-10412 · Seattle → Reno","subtitle":"14h late · NorthStar Freight · ETA today 1:00 PM","actionLabel":"Flag shipment"},{"id":"delayed-3","component":"ListItem","title":"SH-10398 · Miami → Charlotte","subtitle":"7h late · BlueLine Transport · ETA tomorrow 8:30 AM","actionLabel":"Flag shipment"},{"id":"delayed-4","component":"ListItem","title":"SH-10386 · Houston → Memphis","subtitle":"2h late · NorthStar Freight · ETA tomorrow 10:15 AM","actionLabel":"Flag shipment"},{"id":"volume-chart-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["volume-header","weekly-volume-chart"]},{"id":"volume-header","component":"CardHeader","title":"Weekly shipment volume","subtitle":"Past two months"},{"id":"weekly-volume-chart","component":"BarChart","labels":["Jun 30","Jul 7","Jul 14","Jul 21","Jul 28","Aug 4","Aug 11","Aug 18"],"series":["weekly-volume-series"],"variant":"grouped","xLabel":"Week starting","yLabel":"Shipments"},{"id":"weekly-volume-series","component":"Series","category":"Shipments","values":[104,118,126,121,139,145,132,151]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r2.txt
new file mode 100644
index 000000000..34b06c746
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Coordinator"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","refresh","search-card","metrics-row","content-row","weekly-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["title-block","status-badge"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Logistics Coordinator Board","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live shipment visibility, carrier performance, and exceptions.","size":"default"},{"id":"status-badge","component":"Badge","text":"Operations live","variant":"secondary"},{"id":"refresh","component":"TextContent","text":"Last refreshed: August 18, 2026 · 10:42 AM","size":"small"},{"id":"search-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["search-label","route-search"]},{"id":"search-label","component":"Heading","text":"Find a route","level":"h3"},{"id":"route-search","component":"Input","name":"routeSearch","placeholder":"Search origin, destination, or route (e.g., Chicago → Dallas)","type":"text"},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["ontime-card","cost-card","transit-card"]},{"id":"ontime-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["ontime-title","ontime-value","ontime-progress"]},{"id":"ontime-title","component":"TextContent","text":"On-time this month","size":"small"},{"id":"ontime-value","component":"Heading","text":"94.6%","level":"h2"},{"id":"ontime-progress","component":"Progress","value":94.6,"label":"Goal: 95%"},{"id":"cost-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cost-title","cost-value","cost-note"]},{"id":"cost-title","component":"TextContent","text":"Average cost per shipment","size":"small"},{"id":"cost-value","component":"Heading","text":"$1,284","level":"h2"},{"id":"cost-note","component":"TextContent","text":"Down 3.1% from last month","size":"small"},{"id":"transit-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["transit-title","transit-value","transit-note"]},{"id":"transit-title","component":"TextContent","text":"Shipments in transit","size":"small"},{"id":"transit-value","component":"Heading","text":"38","level":"h2"},{"id":"transit-note","component":"TextContent","text":"6 arriving today","size":"small"},{"id":"content-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"start","children":["transit-card-large","exceptions-card","carrier-card"]},{"id":"transit-card-large","component":"Card","variant":"card","direction":"column","gap":"m","children":["transit-header","shipment-table"]},{"id":"transit-header","component":"CardHeader","title":"In transit","subtitle":"Active movements and upcoming arrival times"},{"id":"shipment-table","component":"Table","columns":["col-shipment","col-origin","col-destination","col-eta","col-status","col-flag"]},{"id":"col-shipment","component":"Col","label":"Shipment","data":["SH-48219","SH-48231","SH-48244","SH-48258","SH-48262"],"type":"string"},{"id":"col-origin","component":"Col","label":"Origin","data":["Los Angeles, CA","Chicago, IL","Newark, NJ","Atlanta, GA","Seattle, WA"],"type":"string"},{"id":"col-destination","component":"Col","label":"Destination","data":["Dallas, TX","Denver, CO","Boston, MA","Miami, FL","Portland, OR"],"type":"string"},{"id":"col-eta","component":"Col","label":"ETA","data":["Today, 2:30 PM","Today, 6:15 PM","Tomorrow, 9:00 AM","Tomorrow, 1:45 PM","Aug 20, 11:30 AM"],"type":"string"},{"id":"col-status","component":"Col","label":"Status","data":["On time","Delayed","On time","At risk","On time"],"type":"string"},{"id":"col-flag","component":"Col","label":"Flag shipment","data":["Flag","Flag","Flag","Flag","Flag"],"type":"action"},{"id":"exceptions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["exceptions-header","delay-alert","delay-list"]},{"id":"exceptions-header","component":"CardHeader","title":"Delayed shipments","subtitle":"Requires coordinator attention"},{"id":"delay-alert","component":"Alert","variant":"warning","title":"2 delayed shipments","description":"Both exceptions are projected to miss their original delivery window."},{"id":"delay-list","component":"ListBlock","variant":"number","items":["delay-one","delay-two"]},{"id":"delay-one","component":"ListItem","title":"SH-48231 · Chicago → Denver","subtitle":"ETA 6:15 PM today · 2h 20m behind schedule · Carrier: NorthStar Freight","actionLabel":"Flag"},{"id":"delay-two","component":"ListItem","title":"SH-48196 · Houston → Phoenix","subtitle":"ETA Aug 19, 8:00 AM · 5h 10m behind schedule · Carrier: SwiftLine","actionLabel":"Flag"},{"id":"carrier-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["carrier-header","carrier-chart","carrier-note"]},{"id":"carrier-header","component":"CardHeader","title":"Volume by carrier","subtitle":"Shipments this month"},{"id":"carrier-chart","component":"PieChart","labels":["NorthStar Freight","SwiftLine","Atlas Logistics","BluePeak Transport","Other"],"values":[128,96,74,53,31],"variant":"donut","appearance":"circular"},{"id":"carrier-note","component":"TextContent","text":"NorthStar Freight carries 34% of monthly shipment volume.","size":"small"},{"id":"weekly-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["weekly-header","weekly-chart"]},{"id":"weekly-header","component":"CardHeader","title":"Weekly shipment volume","subtitle":"Past two months · completed and in-transit shipments"},{"id":"weekly-chart","component":"LineChart","labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["weekly-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},{"id":"weekly-series","component":"Series","category":"Shipment volume","values":[76,84,91,87,102,96,108,89]}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r3.txt
new file mode 100644
index 000000000..248c2edde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Coordinator"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","refresh","metrics","routeSearch","mainContent","weeklyCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Logistics Coordinator Board","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live shipment operations overview","size":"default"},{"id":"refresh","component":"TextCallout","variant":"info","title":"Data refreshed","description":"Last refreshed today at 10:42 AM"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["onTimeMetric","costMetric","inTransitMetric"]},{"id":"onTimeMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["onTimeLabel","onTimeValue","onTimeDetail"],"weight":1},{"id":"onTimeLabel","component":"TextContent","text":"On-time this month","size":"small"},{"id":"onTimeValue","component":"Heading","text":"94.6%","level":"h2"},{"id":"onTimeDetail","component":"TextContent","text":"↑ 1.8 pts vs. last month","size":"small"},{"id":"costMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["costLabel","costValue","costDetail"],"weight":1},{"id":"costLabel","component":"TextContent","text":"Average cost per shipment","size":"small"},{"id":"costValue","component":"Heading","text":"$1,284","level":"h2"},{"id":"costDetail","component":"TextContent","text":"Across 486 completed shipments","size":"small"},{"id":"inTransitMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["inTransitLabel","inTransitValue","inTransitDetail"],"weight":1},{"id":"inTransitLabel","component":"TextContent","text":"Currently in transit","size":"small"},{"id":"inTransitValue","component":"Heading","text":"28","level":"h2"},{"id":"inTransitDetail","component":"TextContent","text":"5 arriving within 24 hours","size":"small"},{"id":"routeSearch","component":"Form","name":"route-search","fields":["routeSearchControl"],"buttons":"routeSearchButtons"},{"id":"routeSearchControl","component":"FormControl","label":"Search shipments by route","input":"routeSearchInput","hint":"Enter an origin, destination, or route code"},{"id":"routeSearchInput","component":"Input","name":"route","placeholder":"e.g., Chicago to Dallas or ORD–DFW","type":"text"},{"id":"routeSearchButtons","component":"Buttons","direction":"row","buttons":["searchButton"]},{"id":"searchButton","component":"Button","label":"Search routes","variant":"primary","size":"medium"},{"id":"mainContent","component":"Card","variant":"clear","direction":"row","gap":"m","align":"start","children":["shipmentsCard","rightRail"]},{"id":"shipmentsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["shipmentsHeader","shipmentsTable"],"weight":2},{"id":"shipmentsHeader","component":"CardHeader","title":"Shipments in transit","subtitle":"28 active shipments across 9 carriers"},{"id":"shipmentsTable","component":"Table","columns":["colShipment","colRoute","colETA","colStatus","colFlag"]},{"id":"colShipment","component":"Col","label":"Shipment","type":"string","data":["SHP-10482","SHP-10477","SHP-10471","SHP-10465","SHP-10459"]},{"id":"colRoute","component":"Col","label":"Origin → Destination","type":"string","data":["Los 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r4.txt
new file mode 100644
index 000000000..d93c5aaad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-freight__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"logistics-coordinator-board","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Logistics Coordinator"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"logistics-coordinator-board","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","refresh","kpi-row","search-card","transit-card","delayed-callout","carrier-card","weekly-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["title-block","status-badge"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Logistics Coordinator Board","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Live shipment operations overview","size":"default"},{"id":"status-badge","component":"Badge","text":"Operations live","variant":"secondary"},{"id":"refresh","component":"TextContent","text":"Last refreshed: August 18, 2026 · 10:42 AM","size":"small"},{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["on-time-kpi","cost-kpi"]},{"id":"on-time-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["on-time-title","on-time-value","on-time-progress"]},{"id":"on-time-title","component":"TextContent","text":"On-time this month","size":"small"},{"id":"on-time-value","component":"Heading","text":"94.2%","level":"h2"},{"id":"on-time-progress","component":"Progress","value":94.2,"label":"1,184 of 1,257 shipments on time"},{"id":"cost-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["cost-title","cost-value","cost-detail"]},{"id":"cost-title","component":"TextContent","text":"Average cost per shipment","size":"small"},{"id":"cost-value","component":"Heading","text":"$486","level":"h2"},{"id":"cost-detail","component":"TextContent","text":"Down 3.8% versus last month","size":"small"},{"id":"search-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["search-heading","route-search-control"]},{"id":"search-heading","component":"Heading","text":"Find a route","level":"h3"},{"id":"route-search-control","component":"FormControl","label":"Search by origin, destination, or route ID","hint":"Example: Chicago → Dallas or RT-2048","input":"route-search-input"},{"id":"route-search-input","component":"Input","name":"routeSearch","placeholder":"Search routes…","type":"text"},{"id":"transit-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transit-header","transit-table"]},{"id":"transit-header","component":"CardHeader","title":"Shipments in transit","subtitle":"18 active shipments currently moving through the network"},{"id":"transit-table","component":"Table","columns":["shipment-col","origin-col","destination-col","eta-col","shipment-status-col","flag-col"]},{"id":"shipment-col","component":"Col","label":"Shipment","data":["SHP-48291","SHP-48276","SHP-48264","SHP-48242","SHP-48218"],"type":"string"},{"id":"origin-col","component":"Col","label":"Origin","data":["Los Angeles, CA","Chicago, IL","Newark, NJ","Atlanta, GA","Seattle, WA"],"type":"string"},{"id":"destination-col","component":"Col","label":"Destination","data":["Phoenix, AZ","Dallas, TX","Boston, MA","Miami, FL","Portland, OR"],"type":"string"},{"id":"eta-col","component":"Col","label":"ETA","data":["Today, 2:30 PM","Today, 6:00 PM","Tomorrow, 9:15 AM","Tomorrow, 1:45 PM","Aug 20, 11:00 AM"],"type":"string"},{"id":"shipment-status-col","component":"Col","label":"Status","data":["On schedule","Delayed","On schedule","At risk","On schedule"],"type":"string"},{"id":"flag-col","component":"Col","label":"Flag shipment","data":["Flag SHP-48291","Flag SHP-48276","Flag SHP-48264","Flag SHP-48242","Flag SHP-48218"],"type":"action"},{"id":"delayed-callout","component":"Callout","variant":"warning","title":"2 delayed shipments need attention","description":"SHP-48276 (Chicago → Dallas) is delayed 4h 20m due to weather. SHP-48193 (Memphis → Denver) is delayed 2h 10m due to a carrier capacity issue."},{"id":"carrier-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["carrier-header","carrier-chart"]},{"id":"carrier-header","component":"CardHeader","title":"Volume split by carrier","subtitle":"Share of 1,257 shipments this month"},{"id":"carrier-chart","component":"PieChart","labels":["NorthStar Freight","BlueLine Logistics","RapidHaul","Atlas Transport","Other"],"values":[396,314,251,189,107],"variant":"donut","appearance":"circular"},{"id":"weekly-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["weekly-header","weekly-chart"]},{"id":"weekly-header","component":"CardHeader","title":"Weekly shipment volume","subtitle":"Past two months"},{"id":"weekly-chart","component":"LineChart","labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["weekly-series"],"variant":"natural","xLabel":"Week starting","yLabel":"Shipments"},{"id":"weekly-series","component":"Series","category":"Shipments","values":[128,142,136,158,151,164,172,149]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r1.txt
new file mode 100644
index 000000000..ff40234b4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"HR Hiring Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","main-content","attrition-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["header-text","new-role-button"]},{"id":"header-text","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Hiring overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"A live view of workforce growth, recruiting activity, and retention.","size":"default"},{"id":"new-role-button","component":"Button","label":"Open new role","variant":"primary","size":"medium","action":["open_new_role"]},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["headcount-metric","time-to-hire-metric","interviews-metric","open-roles-metric"]},{"id":"headcount-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["headcount-label","headcount-value","headcount-note"]},{"id":"headcount-label","component":"TextContent","text":"Current headcount","size":"small"},{"id":"headcount-value","component":"Heading","text":"248","level":"h2"},{"id":"headcount-note","component":"TextContent","text":"↑ 12 since last month","size":"small"},{"id":"time-to-hire-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["time-label","time-value","time-note"]},{"id":"time-label","component":"TextContent","text":"Average time to hire","size":"small"},{"id":"time-value","component":"Heading","text":"31 days","level":"h2"},{"id":"time-note","component":"TextContent","text":"↓ 4 days vs. last quarter","size":"small"},{"id":"interviews-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["interviews-label","interviews-value","interviews-note"]},{"id":"interviews-label","component":"TextContent","text":"Interviews this week","size":"small"},{"id":"interviews-value","component":"Heading","text":"18","level":"h2"},{"id":"interviews-note","component":"TextContent","text":"Across 9 open roles","size":"small"},{"id":"open-roles-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["open-roles-label","open-roles-value","open-roles-note"]},{"id":"open-roles-label","component":"TextContent","text":"Open roles","size":"small"},{"id":"open-roles-value","component":"Heading","text":"12","level":"h2"},{"id":"open-roles-note","component":"TextContent","text":"5 departments hiring","size":"small"},{"id":"main-content","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["roles-card","pipeline-card","department-card"]},{"id":"roles-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["roles-header","roles-table"]},{"id":"roles-header","component":"CardHeader","title":"Open roles","subtitle":"12 active requisitions"},{"id":"roles-table","component":"Table","columns":["role-col","department-col","candidates-col","status-col"]},{"id":"role-col","component":"Col","label":"Role","data":["Senior Product Designer","Backend Engineer","Account Executive","People Operations Manager","Data 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stage"},{"id":"pipeline-series","component":"Series","category":"Candidates","values":[86,42,28,16,7]},{"id":"pipeline-note","component":"TextContent","text":"179 active candidates across all open roles.","size":"small"},{"id":"department-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["department-header","department-chart","department-tags"]},{"id":"department-header","component":"CardHeader","title":"Headcount by department","subtitle":"Current workforce distribution"},{"id":"department-chart","component":"PieChart","labels":["Engineering","Sales","Product","Operations","People","Finance"],"values":[82,61,38,31,19,17],"variant":"donut","appearance":"circular"},{"id":"department-tags","component":"TagBlock","tags":["Engineering 82","Sales 61","Product 38","Operations 31","People 19","Finance 17"]},{"id":"attrition-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["attrition-header","attrition-chart","attrition-callout"]},{"id":"attrition-header","component":"CardHeader","title":"Attrition over the past six months","subtitle":"Voluntary and involuntary departures"},{"id":"attrition-chart","component":"LineChart","labels":["March","April","May","June","July","August"],"series":["voluntary-series","involuntary-series"],"variant":"linear","xLabel":"Month","yLabel":"Employees"},{"id":"voluntary-series","component":"Series","category":"Voluntary","values":[3,4,2,5,3,2]},{"id":"involuntary-series","component":"Series","category":"Involuntary","values":[1,1,2,1,1,0]},{"id":"attrition-callout","component":"Callout","variant":"success","title":"Attrition is trending down","description":"August departures are 50% lower than the six-month monthly average."}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r2.txt
new file mode 100644
index 000000000..2eede6490
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"HR Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summary-row","main-grid","attrition-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-copy","new-role-button"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","level":"h1","text":"Hiring overview"},{"id":"page-subtitle","component":"TextContent","size":"default","text":"A snapshot of workforce growth, recruiting activity, and team health."},{"id":"new-role-button","component":"Button","label":"Open new 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roles"},{"id":"open-roles-value","component":"Heading","level":"h2","text":"14"},{"id":"open-roles-note","component":"TextContent","size":"small","text":"Across 6 departments"},{"id":"time-to-hire-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["time-to-hire-label","time-to-hire-value","time-to-hire-note"]},{"id":"time-to-hire-label","component":"TextContent","size":"small","text":"Average time to hire"},{"id":"time-to-hire-value","component":"Heading","level":"h2","text":"31 days"},{"id":"time-to-hire-note","component":"TextContent","size":"small","text":"4 days faster than last quarter"},{"id":"interviews-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["interviews-label","interviews-value","interviews-note"]},{"id":"interviews-label","component":"TextContent","size":"small","text":"Interviews this week"},{"id":"interviews-value","component":"Heading","level":"h2","text":"27"},{"id":"interviews-note","component":"TextContent","size":"small","text":"9 hiring panels scheduled"},{"id":"main-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["roles-card","pipeline-card","department-card","interviews-list-card"]},{"id":"roles-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["roles-header","roles-table"]},{"id":"roles-header","component":"CardHeader","title":"Open roles","subtitle":"Active requisitions by department"},{"id":"roles-table","component":"Table","columns":["role-col","department-col","status-col"]},{"id":"role-col","component":"Col","label":"Role","data":["Senior Product Designer","Backend Engineer","Account Executive","People Operations Manager","Data 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manager","On-site","Offer"],"series":["pipeline-series"],"variant":"grouped","xLabel":"Candidates"},{"id":"pipeline-series","component":"Series","category":"Candidates","values":[186,74,39,18,6]},{"id":"department-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["department-header","department-chart"]},{"id":"department-header","component":"CardHeader","title":"Headcount by department","subtitle":"Current workforce distribution"},{"id":"department-chart","component":"PieChart","labels":["Engineering","Sales","Product","Customer Success","Operations","People"],"values":[82,54,36,31,29,16],"variant":"donut","appearance":"circular"},{"id":"interviews-list-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["interviews-header","interviews-list"]},{"id":"interviews-header","component":"CardHeader","title":"Scheduled interviews","subtitle":"This week"},{"id":"interviews-list","component":"ListBlock","variant":"number","items":["interview-1","interview-2","interview-3","interview-4"]},{"id":"interview-1","component":"ListItem","title":"Mon · 10:00 AM — Maya Chen","subtitle":"Senior Product Designer · Portfolio review"},{"id":"interview-2","component":"ListItem","title":"Tue · 2:30 PM — James Okafor","subtitle":"Backend Engineer · Technical interview"},{"id":"interview-3","component":"ListItem","title":"Wed · 11:00 AM — Sofia Martinez","subtitle":"Account Executive · Panel interview"},{"id":"interview-4","component":"ListItem","title":"Thu · 3:00 PM — Liam Patel","subtitle":"Data Analyst · Hiring manager interview"},{"id":"attrition-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["attrition-header","attrition-chart","attrition-note"]},{"id":"attrition-header","component":"CardHeader","title":"Attrition trend","subtitle":"Voluntary and involuntary exits over the past six months"},{"id":"attrition-chart","component":"LineChart","labels":["March","April","May","June","July","August"],"series":["voluntary-series","involuntary-series"],"variant":"linear","xLabel":"Month","yLabel":"Employees"},{"id":"voluntary-series","component":"Series","category":"Voluntary","values":[3,5,4,6,5,3]},{"id":"involuntary-series","component":"Series","category":"Involuntary","values":[1,1,2,1,2,1]},{"id":"attrition-note","component":"TextContent","size":"small","text":"6-month attrition rate: 3.6% · Down 0.8 percentage points from the prior period"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r3.txt
new file mode 100644
index 000000000..e483bef81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r3.txt
@@ -0,0 +1,520 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "hiring-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "HR Hiring Overview"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "hiring-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "overview-metrics",
+          "main-content",
+          "attrition-section"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "title-group",
+          "new-role-button"
+        ]
+      },
+      {
+        "id": "title-group",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Hiring overview",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "A live view of workforce growth, recruiting activity, and talent pipeline health.",
+        "size": "default"
+      },
+      {
+        "id": "new-role-button",
+        "component": "Button",
+        "label": "Open new role",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "open_new_role"
+          }
+        ]
+      },
+      {
+        "id": "overview-metrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "headcount-card",
+          "open-roles-card",
+          "pipeline-card",
+          "time-to-hire-card",
+          "interviews-card"
+        ]
+      },
+      {
+        "id": "headcount-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "headcount-label",
+          "headcount-value",
+          "headcount-note"
+        ]
+      },
+      {
+        "id": "headcount-label",
+        "component": "TextContent",
+        "text": "Current headcount",
+        "size": "small"
+      },
+      {
+        "id": "headcount-value",
+        "component": "Heading",
+        "text": "248",
+        "level": "h2"
+      },
+      {
+        "id": "headcount-note",
+        "component": "TextContent",
+        "text": "+12 since last month",
+        "size": "small"
+      },
+      {
+        "id": "open-roles-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "open-roles-label",
+          "open-roles-value",
+          "open-roles-note"
+        ]
+      },
+      {
+        "id": "open-roles-label",
+        "component": "TextContent",
+        "text": "Open roles",
+        "size": "small"
+      },
+      {
+        "id": "open-roles-value",
+        "component": "Heading",
+        "text": "14",
+        "level": "h2"
+      },
+      {
+        "id": "open-roles-note",
+        "component": "TextContent",
+        "text": "Across 6 departments",
+        "size": "small"
+      },
+      {
+        "id": "pipeline-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "pipeline-label",
+          "pipeline-value",
+          "pipeline-note"
+        ]
+      },
+      {
+        "id": "pipeline-label",
+        "component": "TextContent",
+        "text": "Active candidates",
+        "size": "small"
+      },
+      {
+        "id": "pipeline-value",
+        "component": "Heading",
+        "text": "86",
+        "level": "h2"
+      },
+      {
+        "id": "pipeline-note",
+        "component": "TextContent",
+        "text": "In active hiring pipelines",
+        "size": "small"
+      },
+      {
+        "id": "time-to-hire-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "time-to-hire-label",
+          "time-to-hire-value",
+          "time-to-hire-note"
+        ]
+      },
+      {
+        "id": "time-to-hire-label",
+        "component": "TextContent",
+        "text": "Average time to hire",
+        "size": "small"
+      },
+      {
+        "id": "time-to-hire-value",
+        "component": "Heading",
+        "text": "32 days",
+        "level": "h2"
+      },
+      {
+        "id": "time-to-hire-note",
+        "component": "TextContent",
+        "text": "4 days faster than last quarter",
+        "size": "small"
+      },
+      {
+        "id": "interviews-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "interviews-label",
+          "interviews-value",
+          "interviews-note"
+        ]
+      },
+      {
+        "id": "interviews-label",
+        "component": "TextContent",
+        "text": "Interviews this week",
+        "size": "small"
+      },
+      {
+        "id": "interviews-value",
+        "component": "Heading",
+        "text": "27",
+        "level": "h2"
+      },
+      {
+        "id": "interviews-note",
+        "component": "TextContent",
+        "text": "9 scheduled in the next 48 hours",
+        "size": "small"
+      },
+      {
+        "id": "main-content",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "l",
+        "align": "start",
+        "wrap": true,
+        "children": [
+          "open-roles-section",
+          "pipeline-section",
+          "department-section"
+        ]
+      },
+      {
+        "id": "open-roles-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "open-roles-header",
+          "open-roles-table"
+        ]
+      },
+      {
+        "id": "open-roles-header",
+        "component": "CardHeader",
+        "title": "Open roles",
+        "subtitle": "Active requisitions by department"
+      },
+      {
+        "id": "open-roles-table",
+        "component": "Table",
+        "columns": [
+          "role-column",
+          "department-column",
+          "hiring-manager-column",
+          "status-column"
+        ]
+      },
+      {
+        "id": "role-column",
+        "component": "Col",
+        "label": "Role",
+        "data": [
+          "Senior Product Designer",
+          "Backend Engineer",
+          "Account Executive",
+          "People Operations Partner",
+          "Data Analyst"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "department-column",
+        "component": "Col",
+        "label": "Department",
+        "data": [
+          "Product",
+          "Engineering",
+          "Sales",
+          "People",
+          "Finance"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "hiring-manager-column",
+        "component": "Col",
+        "label": "Hiring manager",
+        "data": [
+          "Maya Chen",
+          "Owen Wright",
+          "Priya Shah",
+          "Jordan Lee",
+          "Nina Patel"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "status-column",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Interviewing",
+          "Sourcing",
+          "Offer",
+          "Interviewing",
+          "Sourcing"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "pipeline-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "pipeline-header",
+          "pipeline-chart",
+          "pipeline-summary"
+        ]
+      },
+      {
+        "id": "pipeline-header",
+        "component": "CardHeader",
+        "title": "Candidate pipeline",
+        "subtitle": "Candidates at each stage"
+      },
+      {
+        "id": "pipeline-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Applied",
+          "Recruiter screen",
+          "Hiring manager",
+          "Panel interview",
+          "Offer",
+          "Hired"
+        ],
+        "series": [
+          "pipeline-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Candidates",
+        "yLabel": "Stage"
+      },
+      {
+        "id": "pipeline-series",
+        "component": "Series",
+        "category": "Candidates",
+        "values": [
+          34,
+          21,
+          14,
+          10,
+          5,
+          2
+        ]
+      },
+      {
+        "id": "pipeline-summary",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Pipeline focus",
+        "description": "Five candidates are currently at offer stage and need decisions this week."
+      },
+      {
+        "id": "department-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "department-header",
+          "department-chart",
+          "department-tags"
+        ]
+      },
+      {
+        "id": "department-header",
+        "component": "CardHeader",
+        "title": "Headcount by department",
+        "subtitle": "Current workforce distribution"
+      },
+      {
+        "id": "department-chart",
+        "component": "PieChart",
+        "labels": [
+          "Engineering",
+          "Sales",
+          "Product",
+          "Customer Success",
+          "Operations",
+          "People & Finance"
+        ],
+        "values": [
+          82,
+          54,
+          38,
+          31,
+          25,
+          18
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "department-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Engineering · 82",
+          "Sales · 54",
+          "Product · 38",
+          "Customer Success · 31",
+          "Operations · 25",
+          "People & Finance · 18"
+        ]
+      },
+      {
+        "id": "attrition-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "attrition-header",
+          "attrition-chart",
+          "attrition-callout"
+        ]
+      },
+      {
+        "id": "attrition-header",
+        "component": "CardHeader",
+        "title": "Attrition trend",
+        "subtitle": "Voluntary and involuntary exits over the past six months"
+      },
+      {
+        "id": "attrition-chart",
+        "component": "LineChart",
+        "labels": [
+          "March",
+          "April",
+          "May",
+          "June",
+          "July",
+          "August"
+        ],
+        "series": [
+          "voluntary-series",
+          "involuntary-series"
+        ],
+        "variant": "linear",
+        "xLabel": "Month",
+        "yLabel": "Exits"
+      },
+      {
+        "id": "voluntary-series",
+        "component": "Series",
+        "category": "Voluntary",
+        "values": [
+          4,
+          3,
+          5,
+          2,
+          4,
+          3
+        ]
+      },
+      {
+        "id": "involuntary-series",
+        "component": "Series",
+        "category": "Involuntary",
+        "values": [
+          1,
+          2,
+          1,
+          1,
+          0,
+          1
+        ]
+      },
+      {
+        "id": "attrition-callout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Attrition remains stable",
+        "description": "August attrition is 1.6%, below the six-month average of 2.1%."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r4.txt
new file mode 100644
index 000000000..bb2dba1ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-hr__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"hr-hiring-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"HR Hiring Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"hr-hiring-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics-row","main-content","charts-row"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["header-copy","new-role-button"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Hiring overview","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"A snapshot of workforce growth, recruiting activity, and retention.","size":"default"},{"id":"new-role-button","component":"Button","label":"Open new role","variant":"primary","size":"medium","action":["open_new_role"]},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["headcount-card","time-to-hire-card","interviews-card"]},{"id":"headcount-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["headcount-label","headcount-value","headcount-note"]},{"id":"headcount-label","component":"TextContent","text":"Current headcount","size":"small"},{"id":"headcount-value","component":"Heading","text":"248","level":"h2"},{"id":"headcount-note","component":"TextContent","text":"↑ 12 since last month","size":"small"},{"id":"time-to-hire-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["time-to-hire-label","time-to-hire-value","time-to-hire-note"]},{"id":"time-to-hire-label","component":"TextContent","text":"Average time to hire","size":"small"},{"id":"time-to-hire-value","component":"Heading","text":"34 days","level":"h2"},{"id":"time-to-hire-note","component":"TextContent","text":"↓ 4 days vs. prior quarter","size":"small"},{"id":"interviews-card","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["interviews-label","interviews-value","interviews-note"]},{"id":"interviews-label","component":"TextContent","text":"Interviews this week","size":"small"},{"id":"interviews-value","component":"Heading","text":"27","level":"h2"},{"id":"interviews-note","component":"TextContent","text":"Across 11 open roles","size":"small"},{"id":"main-content","component":"Card","variant":"clear","direction":"row","gap":"l","align":"start","wrap":true,"children":["open-roles-card","pipeline-card"]},{"id":"open-roles-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":2,"children":["open-roles-header","open-roles-table"]},{"id":"open-roles-header","component":"CardHeader","title":"Open roles","subtitle":"11 active requisitions across the organization"},{"id":"open-roles-table","component":"Table","columns":["role-column","department-column","status-column"]},{"id":"role-column","component":"Col","label":"Role","type":"string","data":["Senior Product Designer","Backend Engineer","Sales Development Rep","People Operations Manager","Data Analyst"]},{"id":"department-column","component":"Col","label":"Department","type":"string","data":["Product","Engineering","Sales","People","Finance"]},{"id":"status-column","component":"Col","label":"Status","type":"string","data":["Hiring team review","Interviewing","Sourcing","Interviewing","Hiring manager review"]},{"id":"pipeline-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["pipeline-header","pipeline-chart","pipeline-note"]},{"id":"pipeline-header","component":"CardHeader","title":"Candidate pipeline","subtitle":"Candidates by current stage"},{"id":"pipeline-chart","component":"HorizontalBarChart","labels":["Applied","Screening","Hiring manager","On-site","Offer"],"series":["pipeline-series"],"variant":"grouped","xLabel":"Candidates"},{"id":"pipeline-series","component":"Series","category":"Candidates","values":[186,74,38,17,6]},{"id":"pipeline-note","component":"TextContent","text":"321 active candidates across all open roles.","size":"small"},{"id":"charts-row","component":"Card","variant":"clear","direction":"row","gap":"l","align":"start","wrap":true,"children":["department-card","attrition-card"]},{"id":"department-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["department-header","department-chart"]},{"id":"department-header","component":"CardHeader","title":"Headcount by department","subtitle":"Current workforce distribution"},{"id":"department-chart","component":"PieChart","labels":["Engineering","Sales","Product","Customer Success","Operations","People & Finance"],"values":[82,54,37,31,26,18],"variant":"donut","appearance":"circular"},{"id":"attrition-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["attrition-header","attrition-chart","attrition-note"]},{"id":"attrition-header","component":"CardHeader","title":"Attrition trend","subtitle":"Voluntary and involuntary exits over six months"},{"id":"attrition-chart","component":"LineChart","labels":["Mar","Apr","May","Jun","Jul","Aug"],"series":["voluntary-series","involuntary-series"],"variant":"linear","xLabel":"Month","yLabel":"Employees"},{"id":"voluntary-series","component":"Series","category":"Voluntary","values":[3,4,2,5,3,2]},{"id":"involuntary-series","component":"Series","category":"Involuntary","values":[1,1,2,1,1,0]},{"id":"attrition-note","component":"TextContent","text":"6-month attrition rate: 7.3%","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r1.txt
new file mode 100644
index 000000000..f7838977c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r1.txt
@@ -0,0 +1,494 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "training-analytics-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Training Analytics"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "training-analytics-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "cohort-filter",
+          "metrics-row",
+          "engagement-card",
+          "details-row"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Learning analytics",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Monitor learner progress, engagement, and retention risk across your training programs.",
+        "size": "default"
+      },
+      {
+        "id": "cohort-filter",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "children": [
+          "cohort-control",
+          "message-cohort"
+        ]
+      },
+      {
+        "id": "cohort-control",
+        "component": "FormControl",
+        "label": "Cohort",
+        "hint": "Narrow all analytics to a specific learner cohort.",
+        "input": "cohort-select",
+        "weight": 1
+      },
+      {
+        "id": "cohort-select",
+        "component": "Select",
+        "name": "cohort",
+        "placeholder": "All cohorts",
+        "value": "all",
+        "items": [
+          "cohort-all",
+          "cohort-new-hires",
+          "cohort-sales",
+          "cohort-managers",
+          "cohort-engineering"
+        ]
+      },
+      {
+        "id": "cohort-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All cohorts"
+      },
+      {
+        "id": "cohort-new-hires",
+        "component": "SelectItem",
+        "value": "new-hires-q3",
+        "label": "New hires — Q3"
+      },
+      {
+        "id": "cohort-sales",
+        "component": "SelectItem",
+        "value": "sales-onboarding",
+        "label": "Sales onboarding"
+      },
+      {
+        "id": "cohort-managers",
+        "component": "SelectItem",
+        "value": "manager-development",
+        "label": "Manager development"
+      },
+      {
+        "id": "cohort-engineering",
+        "component": "SelectItem",
+        "value": "engineering-foundations",
+        "label": "Engineering foundations"
+      },
+      {
+        "id": "message-cohort",
+        "component": "DialogBlock",
+        "triggerLabel": "Message cohort",
+        "title": "Message selected cohort",
+        "description": "Send an update, encouragement, or reminder to everyone in the selected cohort.",
+        "triggerVariant": "default",
+        "content": [
+          "message-subject-control",
+          "message-body-control",
+          "message-actions"
+        ]
+      },
+      {
+        "id": "message-subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "message-subject"
+      },
+      {
+        "id": "message-subject",
+        "component": "Input",
+        "name": "messageSubject",
+        "placeholder": "e.g., Keep your learning momentum going"
+      },
+      {
+        "id": "message-body-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "message-body"
+      },
+      {
+        "id": "message-body",
+        "component": "TextArea",
+        "name": "messageBody",
+        "placeholder": "Write a message for this cohort…",
+        "rows": 5
+      },
+      {
+        "id": "message-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-message-button"
+        ]
+      },
+      {
+        "id": "send-message-button",
+        "component": "Button",
+        "label": "Send message",
+        "variant": "primary"
+      },
+      {
+        "id": "metrics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "active-learners-card",
+          "completion-rate-card",
+          "quiz-score-card"
+        ]
+      },
+      {
+        "id": "active-learners-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "active-learners-label",
+          "active-learners-value",
+          "active-learners-change"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "active-learners-label",
+        "component": "TextContent",
+        "text": "Active learners this week",
+        "size": "small"
+      },
+      {
+        "id": "active-learners-value",
+        "component": "Heading",
+        "text": "1,284",
+        "level": "h2"
+      },
+      {
+        "id": "active-learners-change",
+        "component": "Tag",
+        "text": "↑ 12% vs. last week",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "completion-rate-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "completion-rate-label",
+          "completion-rate-value",
+          "completion-progress"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "completion-rate-label",
+        "component": "TextContent",
+        "text": "Course completion rate",
+        "size": "small"
+      },
+      {
+        "id": "completion-rate-value",
+        "component": "Heading",
+        "text": "78%",
+        "level": "h2"
+      },
+      {
+        "id": "completion-progress",
+        "component": "Progress",
+        "value": 78,
+        "label": "78% completed"
+      },
+      {
+        "id": "quiz-score-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "quiz-score-label",
+          "quiz-score-value",
+          "quiz-score-change"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "quiz-score-label",
+        "component": "TextContent",
+        "text": "Average quiz score",
+        "size": "small"
+      },
+      {
+        "id": "quiz-score-value",
+        "component": "Heading",
+        "text": "84.6%",
+        "level": "h2"
+      },
+      {
+        "id": "quiz-score-change",
+        "component": "Tag",
+        "text": "↑ 2.4 pts this month",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "engagement-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "engagement-header",
+          "engagement-chart"
+        ]
+      },
+      {
+        "id": "engagement-header",
+        "component": "CardHeader",
+        "title": "Learner engagement",
+        "subtitle": "Weekly active learners across the past eight weeks"
+      },
+      {
+        "id": "engagement-chart",
+        "component": "LineChart",
+        "labels": [
+          "Jun 29",
+          "Jul 6",
+          "Jul 13",
+          "Jul 20",
+          "Jul 27",
+          "Aug 3",
+          "Aug 10",
+          "Aug 17"
+        ],
+        "series": [
+          "engagement-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Week",
+        "yLabel": "Active learners"
+      },
+      {
+        "id": "engagement-series",
+        "component": "Series",
+        "category": "Active learners",
+        "values": [
+          892,
+          941,
+          1008,
+          976,
+          1104,
+          1158,
+          1146,
+          1284
+        ]
+      },
+      {
+        "id": "details-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "start",
+        "children": [
+          "courses-card",
+          "risk-card"
+        ]
+      },
+      {
+        "id": "courses-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "courses-header",
+          "courses-table"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "courses-header",
+        "component": "CardHeader",
+        "title": "Courses ranked by enrollment",
+        "subtitle": "Most enrolled courses in the selected cohort"
+      },
+      {
+        "id": "courses-table",
+        "component": "Table",
+        "columns": [
+          "course-rank-col",
+          "course-name-col",
+          "course-enrollment-col",
+          "course-completion-col"
+        ]
+      },
+      {
+        "id": "course-rank-col",
+        "component": "Col",
+        "label": "Rank",
+        "data": [
+          "1",
+          "2",
+          "3",
+          "4",
+          "5"
+        ],
+        "type": "number"
+      },
+      {
+        "id": "course-name-col",
+        "component": "Col",
+        "label": "Course",
+        "data": [
+          "Security Awareness Fundamentals",
+          "New Manager Essentials",
+          "Product Knowledge: Core Suite",
+          "Consultative Selling",
+          "Data Literacy Foundations"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "course-enrollment-col",
+        "component": "Col",
+        "label": "Enrolled",
+        "data": [
+          "1,126",
+          "984",
+          "842",
+          "711",
+          "638"
+        ],
+        "type": "number"
+      },
+      {
+        "id": "course-completion-col",
+        "component": "Col",
+        "label": "Completion",
+        "data": [
+          "91%",
+          "76%",
+          "82%",
+          "69%",
+          "73%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risk-header",
+          "risk-alert",
+          "risk-list"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "risk-header",
+        "component": "CardHeader",
+        "title": "Learners at risk",
+        "subtitle": "Low activity or overdue learning milestones"
+      },
+      {
+        "id": "risk-alert",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "46 learners need attention",
+        "description": "These learners have not engaged recently or are behind their expected course pace."
+      },
+      {
+        "id": "risk-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "risk-learner-1",
+          "risk-learner-2",
+          "risk-learner-3",
+          "risk-learner-4"
+        ]
+      },
+      {
+        "id": "risk-learner-1",
+        "component": "ListItem",
+        "title": "Jordan Lee",
+        "subtitle": "No activity for 14 days · 42% course progress",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "risk-learner-2",
+        "component": "ListItem",
+        "title": "Priya Shah",
+        "subtitle": "2 overdue modules · 58% course progress",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "risk-learner-3",
+        "component": "ListItem",
+        "title": "Marcus Brown",
+        "subtitle": "No activity for 11 days · 35% course progress",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "risk-learner-4",
+        "component": "ListItem",
+        "title": "Elena García",
+        "subtitle": "Quiz attempts declining · 61% course progress",
+        "actionLabel": "Review"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r2.txt
new file mode 100644
index 000000000..99281f152
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"training-analytics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Training Analytics"}}}
+</a2ui-json>
+
+<assistant to=system  大发快三大小单双_code>
+{"x":1}
+</assistant to=system  ฝ่ายขายรายการҩык
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r3.txt
new file mode 100644
index 000000000..a7b4dd9db
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"training-analytics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Training Analytics"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"training-analytics-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","filter-card","metrics-row","engagement-card","courses-card","risk-card","message-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Learning analytics","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Monitor participation, outcomes, and learner risk across your training programs.","size":"default"},{"id":"filter-card","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["cohort-filter","filter-note"]},{"id":"cohort-filter","component":"FormControl","label":"Cohort","hint":"Narrow every metric and list to a single cohort.","input":"cohort-select","weight":2},{"id":"cohort-select","component":"Select","name":"cohort","placeholder":"All cohorts","items":["cohort-all","cohort-onboarding","cohort-leadership","cohort-sales"],"value":"all"},{"id":"cohort-all","component":"SelectItem","value":"all","label":"All cohorts"},{"id":"cohort-onboarding","component":"SelectItem","value":"onboarding-q3","label":"New Hire Onboarding — Q3"},{"id":"cohort-leadership","component":"SelectItem","value":"leadership-2026","label":"Leadership Academy — 2026"},{"id":"cohort-sales","component":"SelectItem","value":"sales-enablement","label":"Sales Enablement — West"},{"id":"filter-note","component":"TextContent","text":"Reporting period: past 8 weeks","size":"small","weight":1},{"id":"metrics-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["active-learners-card","completion-rate-card","quiz-score-card"]},{"id":"active-learners-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["active-learners-label","active-learners-value","active-learners-detail"],"weight":1},{"id":"active-learners-label","component":"TextContent","text":"Active learners this week","size":"small"},{"id":"active-learners-value","component":"Heading","text":"1,248","level":"h2"},{"id":"active-learners-detail","component":"TextContent","text":"↑ 8.4% from last week","size":"small"},{"id":"completion-rate-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["completion-rate-label","completion-rate-value","completion-rate-detail"],"weight":1},{"id":"completion-rate-label","component":"TextContent","text":"Course completion rate","size":"small"},{"id":"completion-rate-value","component":"Heading","text":"76%","level":"h2"},{"id":"completion-rate-detail","component":"Progress","value":76,"label":"76% completed"},{"id":"quiz-score-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["quiz-score-label","quiz-score-value","quiz-score-detail"],"weight":1},{"id":"quiz-score-label","component":"TextContent","text":"Average quiz score","size":"small"},{"id":"quiz-score-value","component":"Heading","text":"84.6%","level":"h2"},{"id":"quiz-score-detail","component":"TextContent","text":"↑ 2.1 points from last week","size":"small"},{"id":"engagement-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["engagement-header","engagement-chart"]},{"id":"engagement-header","component":"CardHeader","title":"Engagement over the past eight weeks","subtitle":"Weekly active learners"},{"id":"engagement-chart","component":"LineChart","labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["engagement-series"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},{"id":"engagement-series","component":"Series","category":"Active learners","values":[892,936,1018,984,1095,1142,1151,1248]},{"id":"courses-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["courses-header","courses-table"]},{"id":"courses-header","component":"CardHeader","title":"Courses ranked by enrollment","subtitle":"Most enrolled courses in the selected cohort"},{"id":"courses-table","component":"Table","columns":["course-rank-col","course-name-col","course-enrollment-col","course-completion-col"]},{"id":"course-rank-col","component":"Col","label":"Rank","type":"number","data":[1,2,3,4,5]},{"id":"course-name-col","component":"Col","label":"Course","type":"string","data":["Foundations of Product Knowledge","Manager Essentials","Customer Conversations","Security Awareness","Data Literacy Basics"]},{"id":"course-enrollment-col","component":"Col","label":"Enrollments","type":"number","data":[642,518,467,391,344]},{"id":"course-completion-col","component":"Col","label":"Completion rate","type":"string","data":["82%","74%","69%","91%","63%"]},{"id":"risk-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["risk-header","risk-alert","risk-table"]},{"id":"risk-header","component":"CardHeader","title":"Learners at risk of dropping out","subtitle":"Prioritized by low activity, overdue work, and declining quiz performance"},{"id":"risk-alert","component":"Alert","title":"37 learners need attention","description":"These learners have not engaged recently or are behind on required coursework.","variant":"warning"},{"id":"risk-table","component":"Table","columns":["risk-learner-col","risk-cohort-col","risk-signal-col","risk-last-active-col"]},{"id":"risk-learner-col","component":"Col","label":"Learner","type":"string","data":["Jordan Lee","Priya Shah","Miguel Santos","Avery Chen","Taylor Morgan"]},{"id":"risk-cohort-col","component":"Col","label":"Cohort","type":"string","data":["New Hire Onboarding — Q3","Leadership Academy — 2026","Sales Enablement — West","New Hire Onboarding — Q3","Sales Enablement — West"]},{"id":"risk-signal-col","component":"Col","label":"Risk signal","type":"string","data":["14 days inactive","2 overdue modules","Quiz average down 18 pts","10 days inactive","3 overdue modules"]},{"id":"risk-last-active-col","component":"Col","label":"Last active","type":"string","data":["Aug 4","Aug 7","Aug 9","Aug 8","Aug 3"]},{"id":"message-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["message-header","message-form"]},{"id":"message-header","component":"CardHeader","title":"Message a cohort","subtitle":"Send an update, reminder, or encouragement to the selected cohort."},{"id":"message-form","component":"Form","name":"cohort-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},{"id":"message-subject-control","component":"FormControl","label":"Subject","input":"message-subject"},{"id":"message-subject","component":"Input","name":"subject","placeholder":"e.g., Finish this week's learning activities","type":"text"},{"id":"message-body-control","component":"FormControl","label":"Message","hint":"The selected cohort will receive this message.","input":"message-body"},{"id":"message-body","component":"TextArea","name":"message","placeholder":"Write a message to your cohort…","rows":4},{"id":"message-buttons","component":"Buttons","direction":"row","buttons":["send-message-button","save-draft-button"]},{"id":"send-message-button","component":"Button","label":"Send to cohort","variant":"primary","size":"medium"},{"id":"save-draft-button","component":"Button","label":"Save draft","variant":"secondary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r4.txt
new file mode 100644
index 000000000..3092274fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-learning__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"training-analytics-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Training Analytics"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"training-analytics-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","filters","kpiRow","engagementCard","coursesCard","riskCard","messageCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Learning analytics","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Monitor learner activity, course performance, and engagement trends across your training programs.","size":"default"},{"id":"filters","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["cohortControl","periodControl"]},{"id":"cohortControl","component":"FormControl","label":"Cohort","hint":"Narrow all metrics to one learner cohort.","input":"cohortSelect"},{"id":"cohortSelect","component":"Select","name":"cohort","placeholder":"All cohorts","value":"all","items":["cohortAll","cohortSpring","cohortOnboarding","cohortLeaders"]},{"id":"cohortAll","component":"SelectItem","value":"all","label":"All cohorts"},{"id":"cohortSpring","component":"SelectItem","value":"spring-2026","label":"Spring 2026 intake"},{"id":"cohortOnboarding","component":"SelectItem","value":"new-hire","label":"New hire onboarding"},{"id":"cohortLeaders","component":"SelectItem","value":"leaders","label":"Leadership cohort"},{"id":"periodControl","component":"FormControl","label":"Reporting period","input":"periodSelect"},{"id":"periodSelect","component":"Select","name":"period","value":"eight-weeks","items":["periodEight","periodMonth","periodQuarter"]},{"id":"periodEight","component":"SelectItem","value":"eight-weeks","label":"Past 8 weeks"},{"id":"periodMonth","component":"SelectItem","value":"month","label":"Past 30 days"},{"id":"periodQuarter","component":"SelectItem","value":"quarter","label":"This quarter"},{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["activeLearnersCard","completionCard","quizScoreCard"]},{"id":"activeLearnersCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["activeLearnersLabel","activeLearnersValue","activeLearnersTrend"],"weight":1},{"id":"activeLearnersLabel","component":"TextContent","text":"Active learners this week","size":"small"},{"id":"activeLearnersValue","component":"Heading","text":"1,284","level":"h2"},{"id":"activeLearnersTrend","component":"TextContent","text":"↑ 12.4% vs. last week","size":"small"},{"id":"completionCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["completionLabel","completionValue","completionTrend"],"weight":1},{"id":"completionLabel","component":"TextContent","text":"Course completion rate","size":"small"},{"id":"completionValue","component":"Heading","text":"76%","level":"h2"},{"id":"completionTrend","component":"TextContent","text":"↑ 4.1 percentage points this month","size":"small"},{"id":"quizScoreCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["quizScoreLabel","quizScoreValue","quizScoreTrend"],"weight":1},{"id":"quizScoreLabel","component":"TextContent","text":"Average quiz score","size":"small"},{"id":"quizScoreValue","component":"Heading","text":"84.6%","level":"h2"},{"id":"quizScoreTrend","component":"TextContent","text":"↑ 2.3 percentage points this month","size":"small"},{"id":"engagementCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["engagementHeader","engagementChart"]},{"id":"engagementHeader","component":"CardHeader","title":"Learner engagement","subtitle":"Weekly active learners across the past eight weeks"},{"id":"engagementChart","component":"LineChart","labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["engagementSeries"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},{"id":"engagementSeries","component":"Series","category":"Active learners","values":[842,917,963,1014,1089,1128,1143,1284]},{"id":"coursesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["coursesHeader","coursesTable"]},{"id":"coursesHeader","component":"CardHeader","title":"Courses ranked by enrollment","subtitle":"Most enrolled courses in the selected cohort"},{"id":"coursesTable","component":"Table","columns":["courseRankCol","courseNameCol","enrollmentCol","completionCol"]},{"id":"courseRankCol","component":"Col","label":"Rank","type":"number","data":[1,2,3,4,5]},{"id":"courseNameCol","component":"Col","label":"Course","type":"string","data":["New Manager Foundations","Data Security Essentials","Customer Success Playbook","Inclusive Leadership","Product Knowledge: Core"]},{"id":"enrollmentCol","component":"Col","label":"Enrollments","type":"number","data":[486,421,389,344,318]},{"id":"completionCol","component":"Col","label":"Completion rate","type":"string","data":["82%","91%","74%","69%","78%"]},{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["riskHeader","riskAlert","riskTable"]},{"id":"riskHeader","component":"CardHeader","title":"Learners at risk of dropping out","subtitle":"Prioritized by low activity, overdue work, and declining quiz performance"},{"id":"riskAlert","component":"Alert","variant":"warning","title":"38 learners need attention","description":"These learners have not engaged in the last 10 days or are behind on required coursework."},{"id":"riskTable","component":"Table","columns":["learnerCol","riskReasonCol","lastActiveCol","progressCol"]},{"id":"learnerCol","component":"Col","label":"Learner","type":"string","data":["Maya Chen","Jordan Williams","Priya Nair","Ethan Brooks","Sofia Martinez"]},{"id":"riskReasonCol","component":"Col","label":"Risk signal","type":"string","data":["No activity for 14 days","2 overdue modules","Quiz score declining","No activity for 11 days","Incomplete required course"]},{"id":"lastActiveCol","component":"Col","label":"Last active","type":"string","data":["Aug 4","Aug 7","Aug 9","Aug 10","Aug 11"]},{"id":"progressCol","component":"Col","label":"Course progress","type":"string","data":["32%","48%","57%","21%","63%"]},{"id":"messageCard","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","children":["messageCopy","messageButtons"]},{"id":"messageCopy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["messageTitle","messageDescription"]},{"id":"messageTitle","component":"Heading","text":"Reach your cohort","level":"h3"},{"id":"messageDescription","component":"TextContent","text":"Send a reminder, encouragement, or targeted support message to the currently selected cohort.","size":"default"},{"id":"messageButtons","component":"Buttons","direction":"row","buttons":["messageCohortButton"]},{"id":"messageCohortButton","component":"Button","label":"Message selected cohort","variant":"primary","size":"medium","action":[{"type":"message","target":"selected-cohort"}]}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r1.txt
new file mode 100644
index 000000000..8a95b39d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r1.txt
@@ -0,0 +1,5 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-weekly-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Marketing Dashboard"}}}
+</a2ui-json>
+
+<|end_of_text|>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r2.txt
new file mode 100644
index 000000000..13c8d8b20
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r2.txt
@@ -0,0 +1,467 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "marketing-weekly-dashboard",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Marketing Dashboard"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "marketing-weekly-dashboard",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "dateAndExport",
+          "summaryRow",
+          "performanceRow",
+          "detailRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "dashboardTitle",
+          "dashboardSubtitle"
+        ]
+      },
+      {
+        "id": "dashboardTitle",
+        "component": "Heading",
+        "text": "Weekly Marketing Dashboard",
+        "level": "h1"
+      },
+      {
+        "id": "dashboardSubtitle",
+        "component": "TextContent",
+        "text": "Performance overview for the week ending August 18, 2026.",
+        "size": "default"
+      },
+      {
+        "id": "dateAndExport",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "justify": "between",
+        "children": [
+          "dateControl",
+          "exportButton"
+        ]
+      },
+      {
+        "id": "dateControl",
+        "component": "DatePicker",
+        "name": "reportDateRange",
+        "mode": "range",
+        "value": [
+          "2026-07-20",
+          "2026-08-18"
+        ]
+      },
+      {
+        "id": "exportButton",
+        "component": "Button",
+        "label": "Export report",
+        "variant": "secondary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "export",
+            "format": "csv",
+            "report": "weekly-marketing-dashboard"
+          }
+        ]
+      },
+      {
+        "id": "summaryRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "visitorsCard",
+          "conversionCard",
+          "subscribersCard"
+        ]
+      },
+      {
+        "id": "visitorsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "visitorsHeader",
+          "visitorsValue",
+          "visitorsTrend"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "visitorsHeader",
+        "component": "CardHeader",
+        "title": "Site visitors",
+        "subtitle": "Last 30 days"
+      },
+      {
+        "id": "visitorsValue",
+        "component": "Heading",
+        "text": "128,450",
+        "level": "h2"
+      },
+      {
+        "id": "visitorsTrend",
+        "component": "TextContent",
+        "text": "↑ 12.4% compared with the previous 30 days",
+        "size": "small"
+      },
+      {
+        "id": "conversionCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "conversionHeader",
+          "conversionValue",
+          "conversionTrend"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "conversionHeader",
+        "component": "CardHeader",
+        "title": "Conversion rate",
+        "subtitle": "Visitor-to-lead conversion"
+      },
+      {
+        "id": "conversionValue",
+        "component": "Heading",
+        "text": "4.82%",
+        "level": "h2"
+      },
+      {
+        "id": "conversionTrend",
+        "component": "TextContent",
+        "text": "↑ 0.6 percentage points week over week",
+        "size": "small"
+      },
+      {
+        "id": "subscribersCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "subscribersHeader",
+          "subscribersValue",
+          "subscribersTrend"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "subscribersHeader",
+        "component": "CardHeader",
+        "title": "Email subscriber growth",
+        "subtitle": "This month"
+      },
+      {
+        "id": "subscribersValue",
+        "component": "Heading",
+        "text": "+2,184",
+        "level": "h2"
+      },
+      {
+        "id": "subscribersTrend",
+        "component": "TextContent",
+        "text": "8.1% growth · 29,140 total subscribers",
+        "size": "small"
+      },
+      {
+        "id": "performanceRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "visitorsChartCard",
+          "bestCampaignCard"
+        ]
+      },
+      {
+        "id": "visitorsChartCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "visitorsChartHeader",
+          "visitorsLineChart"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "visitorsChartHeader",
+        "component": "CardHeader",
+        "title": "Site visitors over the last 30 days",
+        "subtitle": "Daily sessions"
+      },
+      {
+        "id": "visitorsLineChart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 20",
+          "Jul 23",
+          "Jul 26",
+          "Jul 29",
+          "Aug 1",
+          "Aug 4",
+          "Aug 7",
+          "Aug 10",
+          "Aug 13",
+          "Aug 16",
+          "Aug 18"
+        ],
+        "series": [
+          "visitorSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Visitors"
+      },
+      {
+        "id": "visitorSeries",
+        "component": "Series",
+        "category": "Visitors",
+        "values": [
+          3420,
+          3680,
+          3910,
+          4070,
+          3890,
+          4250,
+          4440,
+          4310,
+          4620,
+          4890,
+          5120
+        ]
+      },
+      {
+        "id": "bestCampaignCard",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "bestCampaignBadge",
+          "bestCampaignHeader",
+          "bestCampaignName",
+          "bestCampaignDetails",
+          "bestCampaignCallout"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "bestCampaignBadge",
+        "component": "Badge",
+        "text": "Top performer",
+        "variant": "default"
+      },
+      {
+        "id": "bestCampaignHeader",
+        "component": "CardHeader",
+        "title": "Best performing campaign",
+        "subtitle": "Highest return on ad spend"
+      },
+      {
+        "id": "bestCampaignName",
+        "component": "Heading",
+        "text": "Summer Product Launch",
+        "level": "h3"
+      },
+      {
+        "id": "bestCampaignDetails",
+        "component": "TextContent",
+        "text": "**6.8× ROAS** · 1,246 conversions · $18,420 revenue",
+        "size": "default"
+      },
+      {
+        "id": "bestCampaignCallout",
+        "component": "Callout",
+        "variant": "success",
+        "title": "Campaign is exceeding target",
+        "description": "ROAS is 36% above the 5× goal. Consider increasing budget while performance remains strong."
+      },
+      {
+        "id": "detailRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "trafficSourcesCard",
+          "campaignsCard"
+        ]
+      },
+      {
+        "id": "trafficSourcesCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "trafficSourcesHeader",
+          "trafficSourcesChart",
+          "trafficSourcesNote"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "trafficSourcesHeader",
+        "component": "CardHeader",
+        "title": "Top traffic sources",
+        "subtitle": "Share of total visitors"
+      },
+      {
+        "id": "trafficSourcesChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Organic Search",
+          "Paid Search",
+          "Direct",
+          "Email",
+          "Social"
+        ],
+        "series": [
+          "trafficShareSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Share of traffic",
+        "yLabel": "Source"
+      },
+      {
+        "id": "trafficShareSeries",
+        "component": "Series",
+        "category": "Traffic share (%)",
+        "values": [
+          38,
+          24,
+          18,
+          12,
+          8
+        ]
+      },
+      {
+        "id": "trafficSourcesNote",
+        "component": "TextContent",
+        "text": "Organic Search leads with **38%** of all site visitors.",
+        "size": "small"
+      },
+      {
+        "id": "campaignsCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "campaignsHeader",
+          "campaignsTable"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "campaignsHeader",
+        "component": "CardHeader",
+        "title": "Running campaigns",
+        "subtitle": "Active campaign spend"
+      },
+      {
+        "id": "campaignsTable",
+        "component": "Table",
+        "columns": [
+          "campaignNameCol",
+          "campaignChannelCol",
+          "campaignSpendCol",
+          "campaignStatusCol"
+        ]
+      },
+      {
+        "id": "campaignNameCol",
+        "component": "Col",
+        "label": "Campaign",
+        "data": [
+          "Summer Product Launch",
+          "Retargeting Always-On",
+          "Newsletter Growth",
+          "Brand Awareness Video",
+          "Back-to-School Promo"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "campaignChannelCol",
+        "component": "Col",
+        "label": "Channel",
+        "data": [
+          "Paid Search",
+          "Display",
+          "Email",
+          "Social",
+          "Paid Social"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "campaignSpendCol",
+        "component": "Col",
+        "label": "Spend",
+        "data": [
+          "$2,710",
+          "$1,940",
+          "$860",
+          "$1,520",
+          "$1,180"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "campaignStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Active",
+          "Active",
+          "Active",
+          "Active",
+          "Active"
+        ],
+        "type": "string"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r3.txt
new file mode 100644
index 000000000..4210e2bf4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-weekly-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Marketing Dashboard"}}}
+</a2ui-json>
+
+<assistant to=none code>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-weekly-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","kpiRow","visitorsCard","performanceRow","sourcesCard","campaignsCard","subscriberCard"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["titleBlock","exportButton"]},{"id":"titleBlock","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Weekly Marketing Dashboard","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Performance overview for the last 30 days","size":"default"},{"id":"exportButton","component":"Button","label":"Export report","variant":"secondary","size":"medium","action":["export","marketing-weekly-report"]},{"id":"controls","component":"Card","variant":"sunk","direction":"row","align":"center","gap":"m","children":["dateControl","dateHint"]},{"id":"dateControl","component":"DatePicker","name":"dashboardDateRange","mode":"range","value":["2026-07-20","2026-08-18"]},{"id":"dateHint","component":"TextContent","text":"Change date range","size":"small"},{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","children":["conversionKpi","subscriberKpi","bestCampaignKpi"]},{"id":"conversionKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["conversionLabel","conversionValue","conversionNote"],"weight":1},{"id":"conversionLabel","component":"TextContent","text":"Conversion rate","size":"small"},{"id":"conversionValue","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversionNote","component":"TextContent","text":"↑ 0.6 pts vs. previous period","size":"small"},{"id":"subscriberKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["subscriberLabel","subscriberValue","subscriberNote"],"weight":1},{"id":"subscriberLabel","component":"TextContent","text":"Email subscriber growth","size":"small"},{"id":"subscriberValue","component":"Heading","text":"+1,284","level":"h2"},{"id":"subscriberNote","component":"TextContent","text":"This month · 8.9% growth","size":"small"},{"id":"bestCampaignKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["bestLabel","bestValue","bestNote"],"weight":1},{"id":"bestLabel","component":"TextContent","text":"Best performing campaign","size":"small"},{"id":"bestValue","component":"Heading","text":"Summer Launch","level":"h2"},{"id":"bestNote","component":"TextContent","text":"8.2% conversion rate · 4.6× ROAS","size":"small"},{"id":"visitorsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["visitorsHeader","visitorsChart"]},{"id":"visitorsHeader","component":"CardHeader","title":"Site visitors","subtitle":"Last 30 days · 84,620 total visitors · ↑ 12.4% vs. previous period"},{"id":"visitorsChart","component":"LineChart","labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16","Aug 18"],"series":["visitorsSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},{"id":"visitorsSeries","component":"Series","category":"Visitors","values":[2140,2380,2510,2690,2820,3010,2870,3150,3290,3440,3620]},{"id":"performanceRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["sourcesCard","campaignsCard"]},{"id":"sourcesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["sourcesHeader","sourcesChart","sourcesTable"],"weight":1},{"id":"sourcesHeader","component":"CardHeader","title":"Top traffic sources","subtitle":"Share of total visitors"},{"id":"sourcesChart","component":"PieChart","labels":["Organic Search","Paid Search","Direct","Email","Social"],"values":[38,24,18,12,8],"variant":"donut","appearance":"circular"},{"id":"sourcesTable","component":"Table","columns":["sourceCol","shareCol"]},{"id":"sourceCol","component":"Col","label":"Source","data":["Organic Search","Paid Search","Direct","Email","Social"],"type":"string"},{"id":"shareCol","component":"Col","label":"Share","data":["38%","24%","18%","12%","8%"],"type":"string"},{"id":"campaignsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["campaignsHeader","campaignCallout","campaignTable"],"weight":1},{"id":"campaignsHeader","component":"CardHeader","title":"Running campaigns","subtitle":"Current spend and performance"},{"id":"campaignCallout","component":"Callout","variant":"success","title":"Top performer: Summer Launch","description":"Leading with 4.6× ROAS and an 8.2% conversion rate."},{"id":"campaignTable","component":"Table","columns":["campaignNameCol","campaignStatusCol","campaignSpendCol","campaignRoasCol"]},{"id":"campaignNameCol","component":"Col","label":"Campaign","data":["Summer Launch","Brand Search","Retargeting","Newsletter Acquisition","Product Demo"],"type":"string"},{"id":"campaignStatusCol","component":"Col","label":"Status","data":["Active","Active","Active","Active","Active"],"type":"string"},{"id":"campaignSpendCol","component":"Col","label":"Spend","data":["$12,480","$8,920","$6,340","$4,760","$3,180"],"type":"string"},{"id":"campaignRoasCol","component":"Col","label":"ROAS","data":["4.6×","3.8×","3.4×","2.9×","2.5×"],"type":"string"},{"id":"subscriberCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["subscriberHeader","subscriberProgress"]},{"id":"subscriberHeader","component":"CardHeader","title":"Email subscriber growth","subtitle":"+1,284 subscribers this month · 15,684 total subscribers"},{"id":"subscriberProgress","component":"Progress","value":86,"label":"86% of monthly growth goal (1,500 new subscribers)"}]}}
+</assistant>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r4.txt
new file mode 100644
index 000000000..404c6bec5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-marketing__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"marketing-weekly-dashboard","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Marketing Analytics"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"marketing-weekly-dashboard","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","controls","kpiRow","mainRow","lowerRow","footerActions"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Weekly Marketing Dashboard","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Performance overview for the current reporting period.","size":"default"},{"id":"controls","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","justify":"between","children":["dateControl","exportButton"]},{"id":"dateControl","component":"FormControl","label":"Date range","hint":"Reporting period","input":"dateRange"},{"id":"dateRange","component":"DatePicker","name":"dateRange","mode":"range","value":["2026-07-20","2026-08-18"]},{"id":"exportButton","component":"Button","label":"Export report","variant":"secondary","size":"medium","action":["export","marketing-weekly-dashboard"]},{"id":"kpiRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["visitorsKpi","conversionKpi","subscriberKpi"]},{"id":"visitorsKpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["visitorsHeader","visitorsValue","visitorsTrend"]},{"id":"visitorsHeader","component":"TextContent","text":"Site visitors · last 30 days","size":"small"},{"id":"visitorsValue","component":"Heading","text":"128,460","level":"h2"},{"id":"visitorsTrend","component":"TextCallout","variant":"success","title":"↑ 12.4%","description":"Compared with previous 30 days"},{"id":"conversionKpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["conversionHeader","conversionValue","conversionTrend"]},{"id":"conversionHeader","component":"TextContent","text":"Conversion rate","size":"small"},{"id":"conversionValue","component":"Heading","text":"4.8%","level":"h2"},{"id":"conversionTrend","component":"TextCallout","variant":"success","title":"↑ 0.6 pts","description":"Compared with previous period"},{"id":"subscriberKpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["subscriberHeader","subscriberValue","subscriberTrend"]},{"id":"subscriberHeader","component":"TextContent","text":"Email subscriber growth · this month","size":"small"},{"id":"subscriberValue","component":"Heading","text":"+2,184","level":"h2"},{"id":"subscriberTrend","component":"TextCallout","variant":"success","title":"↑ 18.1%","description":"Net new subscribers vs. last month"},{"id":"mainRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["visitorTrendCard","bestCampaignCard"]},{"id":"visitorTrendCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["visitorTrendHeader","visitorTrendChart"]},{"id":"visitorTrendHeader","component":"CardHeader","title":"Site visitors trend","subtitle":"Daily visitors over the last 30 days"},{"id":"visitorTrendChart","component":"LineChart","labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16","Aug 18"],"series":["visitorSeries"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},{"id":"visitorSeries","component":"Series","category":"Visitors","values":[3420,3650,3890,3740,4010,4260,4380,4520,4660,4890,5120]},{"id":"bestCampaignCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["bestCampaignHeader","bestCampaignBadge","bestCampaignName","bestCampaignStats","bestCampaignCallout"]},{"id":"bestCampaignHeader","component":"CardHeader","title":"Best performing campaign","subtitle":"Highest return this reporting period"},{"id":"bestCampaignBadge","component":"Badge","text":"Top performer","variant":"default"},{"id":"bestCampaignName","component":"Heading","text":"Summer Product Launch","level":"h2"},{"id":"bestCampaignStats","component":"Table","columns":["bestMetricCol","bestValueCol"]},{"id":"bestMetricCol","component":"Col","label":"Metric","data":["Spend","Conversions","Conversion rate","ROAS"],"type":"string"},{"id":"bestValueCol","component":"Col","label":"Result","data":["$8,420","1,146","7.2%","5.8×"],"type":"string"},{"id":"bestCampaignCallout","component":"Callout","variant":"success","title":"Exceeded target","description":"ROAS is 45% above the campaign goal."},{"id":"lowerRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["trafficSourcesCard","campaignsCard"]},{"id":"trafficSourcesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["trafficSourcesHeader","trafficSourcesChart","trafficSourcesTable"]},{"id":"trafficSourcesHeader","component":"CardHeader","title":"Top traffic sources","subtitle":"Share of total site visitors"},{"id":"trafficSourcesChart","component":"PieChart","labels":["Organic Search","Paid Search","Direct","Social","Email"],"values":[38,24,18,12,8],"variant":"donut","appearance":"circular"},{"id":"trafficSourcesTable","component":"Table","columns":["sourceCol","shareCol"]},{"id":"sourceCol","component":"Col","label":"Source","data":["Organic Search","Paid Search","Direct","Social","Email"],"type":"string"},{"id":"shareCol","component":"Col","label":"Share","data":["38%","24%","18%","12%","8%"],"type":"string"},{"id":"campaignsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["campaignsHeader","campaignsTable","campaignSpendNote"]},{"id":"campaignsHeader","component":"CardHeader","title":"Running campaigns","subtitle":"Active campaign spend to date"},{"id":"campaignsTable","component":"Table","columns":["campaignNameCol","campaignStatusCol","campaignSpendCol"]},{"id":"campaignNameCol","component":"Col","label":"Campaign","data":["Summer Product Launch","Search — Brand Terms","Retargeting — Website Visitors","Newsletter Acquisition","LinkedIn Lead Generation"],"type":"string"},{"id":"campaignStatusCol","component":"Col","label":"Status","data":["Active","Active","Active","Active","Active"],"type":"string"},{"id":"campaignSpendCol","component":"Col","label":"Spend","data":["$8,420","$5,180","$3,760","$2,940","$2,210"],"type":"number"},{"id":"campaignSpendNote","component":"TextContent","text":"Total active campaign spend: **$22,510**","size":"small"},{"id":"footerActions","component":"Card","variant":"clear","direction":"row","gap":"m","justify":"end","children":["exportButtonFooter"]},{"id":"exportButtonFooter","component":"Button","label":"Export report","variant":"primary","size":"medium","action":["export","marketing-weekly-dashboard"]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r1.txt
new file mode 100644
index 000000000..0bf5b0c57
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r1.txt
@@ -0,0 +1,477 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ecommerce-operations-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Commerce Operations"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ecommerce-operations-desk",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "kpi-row",
+          "orders-section",
+          "analytics-row"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "E-commerce Operations Desk",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Monitor today’s performance, manage incoming orders, and keep fulfillment moving."
+      },
+      {
+        "id": "kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "orders-today-card",
+          "revenue-today-card",
+          "aov-card",
+          "refund-rate-card"
+        ]
+      },
+      {
+        "id": "orders-today-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "orders-today-label",
+          "orders-today-value",
+          "orders-today-note"
+        ]
+      },
+      {
+        "id": "orders-today-label",
+        "component": "TextContent",
+        "text": "Orders placed today",
+        "size": "small"
+      },
+      {
+        "id": "orders-today-value",
+        "component": "Heading",
+        "text": "128",
+        "level": "h2"
+      },
+      {
+        "id": "orders-today-note",
+        "component": "TextContent",
+        "text": "↑ 14% vs. yesterday",
+        "size": "small"
+      },
+      {
+        "id": "revenue-today-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "revenue-today-label",
+          "revenue-today-value",
+          "revenue-today-note"
+        ]
+      },
+      {
+        "id": "revenue-today-label",
+        "component": "TextContent",
+        "text": "Revenue today",
+        "size": "small"
+      },
+      {
+        "id": "revenue-today-value",
+        "component": "Heading",
+        "text": "$18,642.50",
+        "level": "h2"
+      },
+      {
+        "id": "revenue-today-note",
+        "component": "TextContent",
+        "text": "↑ 9% vs. yesterday",
+        "size": "small"
+      },
+      {
+        "id": "aov-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "aov-label",
+          "aov-value",
+          "aov-note"
+        ]
+      },
+      {
+        "id": "aov-label",
+        "component": "TextContent",
+        "text": "Average order value",
+        "size": "small"
+      },
+      {
+        "id": "aov-value",
+        "component": "Heading",
+        "text": "$145.64",
+        "level": "h2"
+      },
+      {
+        "id": "aov-note",
+        "component": "TextContent",
+        "text": "↑ 3% vs. last week",
+        "size": "small"
+      },
+      {
+        "id": "refund-rate-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "weight": 1,
+        "children": [
+          "refund-rate-label",
+          "refund-rate-value",
+          "refund-rate-note"
+        ]
+      },
+      {
+        "id": "refund-rate-label",
+        "component": "TextContent",
+        "text": "Refund rate this month",
+        "size": "small"
+      },
+      {
+        "id": "refund-rate-value",
+        "component": "Heading",
+        "text": "2.4%",
+        "level": "h2"
+      },
+      {
+        "id": "refund-rate-note",
+        "component": "TextContent",
+        "text": "↓ 0.6 pts vs. last month",
+        "size": "small"
+      },
+      {
+        "id": "orders-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "orders-header",
+          "order-filters",
+          "orders-table"
+        ]
+      },
+      {
+        "id": "orders-header",
+        "component": "CardHeader",
+        "title": "Recent orders",
+        "subtitle": "Latest orders requiring review or fulfillment"
+      },
+      {
+        "id": "order-filters",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "wrap": true,
+        "children": [
+          "customer-search-control",
+          "status-filter-control"
+        ]
+      },
+      {
+        "id": "customer-search-control",
+        "component": "FormControl",
+        "label": "Search customer",
+        "hint": "Search by customer name",
+        "input": "customer-search"
+      },
+      {
+        "id": "customer-search",
+        "component": "Input",
+        "name": "customerSearch",
+        "type": "text",
+        "placeholder": "e.g. Maya Thompson"
+      },
+      {
+        "id": "status-filter-control",
+        "component": "FormControl",
+        "label": "Order status",
+        "hint": "Narrow the order list",
+        "input": "status-filter"
+      },
+      {
+        "id": "status-filter",
+        "component": "Select",
+        "name": "statusFilter",
+        "placeholder": "All statuses",
+        "items": [
+          "status-all",
+          "status-pending",
+          "status-processing",
+          "status-fulfilled",
+          "status-refunded"
+        ]
+      },
+      {
+        "id": "status-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All statuses"
+      },
+      {
+        "id": "status-pending",
+        "component": "SelectItem",
+        "value": "pending",
+        "label": "Pending"
+      },
+      {
+        "id": "status-processing",
+        "component": "SelectItem",
+        "value": "processing",
+        "label": "Processing"
+      },
+      {
+        "id": "status-fulfilled",
+        "component": "SelectItem",
+        "value": "fulfilled",
+        "label": "Fulfilled"
+      },
+      {
+        "id": "status-refunded",
+        "component": "SelectItem",
+        "value": "refunded",
+        "label": "Refunded"
+      },
+      {
+        "id": "orders-table",
+        "component": "Table",
+        "columns": [
+          "order-id-column",
+          "customer-column",
+          "total-column",
+          "status-column",
+          "fulfillment-column"
+        ]
+      },
+      {
+        "id": "order-id-column",
+        "component": "Col",
+        "label": "Order ID",
+        "type": "string",
+        "data": [
+          "#10482",
+          "#10481",
+          "#10480",
+          "#10479",
+          "#10478"
+        ]
+      },
+      {
+        "id": "customer-column",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Maya Thompson",
+          "Noah Williams",
+          "Ava Rodriguez",
+          "Liam Chen",
+          "Olivia Patel"
+        ]
+      },
+      {
+        "id": "total-column",
+        "component": "Col",
+        "label": "Total",
+        "type": "number",
+        "data": [
+          "$249.00",
+          "$86.50",
+          "$174.25",
+          "$62.00",
+          "$318.75"
+        ]
+      },
+      {
+        "id": "status-column",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Processing",
+          "Pending",
+          "Fulfilled",
+          "Processing",
+          "Refunded"
+        ]
+      },
+      {
+        "id": "fulfillment-column",
+        "component": "Col",
+        "label": "Fulfillment",
+        "type": "action",
+        "data": [
+          "Mark fulfilled",
+          "Mark fulfilled",
+          "—",
+          "Mark fulfilled",
+          "—"
+        ]
+      },
+      {
+        "id": "analytics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "order-volume-card",
+          "fulfillment-card"
+        ]
+      },
+      {
+        "id": "order-volume-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 2,
+        "children": [
+          "order-volume-header",
+          "order-volume-chart",
+          "order-volume-caption"
+        ]
+      },
+      {
+        "id": "order-volume-header",
+        "component": "CardHeader",
+        "title": "Order volume",
+        "subtitle": "Orders placed across the past four weeks"
+      },
+      {
+        "id": "order-volume-chart",
+        "component": "BarChart",
+        "labels": [
+          "Week 1",
+          "Week 2",
+          "Week 3",
+          "Week 4"
+        ],
+        "series": [
+          "order-volume-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Week",
+        "yLabel": "Orders"
+      },
+      {
+        "id": "order-volume-series",
+        "component": "Series",
+        "category": "Orders",
+        "values": [
+          612,
+          689,
+          731,
+          784
+        ]
+      },
+      {
+        "id": "order-volume-caption",
+        "component": "TextContent",
+        "text": "784 orders this week — up 7.3% from last week.",
+        "size": "small"
+      },
+      {
+        "id": "fulfillment-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "fulfillment-title",
+          "fulfillment-copy",
+          "fulfillment-progress",
+          "fulfillment-action"
+        ]
+      },
+      {
+        "id": "fulfillment-title",
+        "component": "Heading",
+        "text": "Fulfillment queue",
+        "level": "h3"
+      },
+      {
+        "id": "fulfillment-copy",
+        "component": "TextContent",
+        "text": "27 orders are awaiting fulfillment. Select an order in the table to update its status."
+      },
+      {
+        "id": "fulfillment-progress",
+        "component": "Progress",
+        "value": 79,
+        "label": "79% of today’s orders fulfilled"
+      },
+      {
+        "id": "fulfillment-action",
+        "component": "Button",
+        "label": "Mark selected order fulfilled",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "markOrderFulfilled"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r2.txt
new file mode 100644
index 000000000..5cf2d7896
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ecommerce-operations-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"E-commerce Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ecommerce-operations-desk","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filters","ordersCard","analyticsCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Operations desk","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Monitor today’s sales, manage incoming orders, and track fulfillment performance.","size":"default"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["ordersTodayCard","revenueTodayCard","aovCard","refundRateCard"]},{"id":"ordersTodayCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["ordersTodayLabel","ordersTodayValue"],"weight":1},{"id":"ordersTodayLabel","component":"TextContent","text":"Orders placed today","size":"small"},{"id":"ordersTodayValue","component":"Heading","text":"128","level":"h2"},{"id":"revenueTodayCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenueTodayLabel","revenueTodayValue"],"weight":1},{"id":"revenueTodayLabel","component":"TextContent","text":"Revenue today","size":"small"},{"id":"revenueTodayValue","component":"Heading","text":"$14,826.40","level":"h2"},{"id":"aovCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["aovLabel","aovValue"],"weight":1},{"id":"aovLabel","component":"TextContent","text":"Average order value","size":"small"},{"id":"aovValue","component":"Heading","text":"$115.83","level":"h2"},{"id":"refundRateCard","component":"Card","variant":"card","direction":"column","gap":"xs","children":["refundRateLabel","refundRateValue","refundRateNote"],"weight":1},{"id":"refundRateLabel","component":"TextContent","text":"Refund rate this month","size":"small"},{"id":"refundRateValue","component":"Heading","text":"2.4%","level":"h2"},{"id":"refundRateNote","component":"TextContent","text":"Down 0.3% from last month","size":"small"},{"id":"filters","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["customerSearchControl","statusFilterControl"]},{"id":"customerSearchControl","component":"FormControl","label":"Search customer","input":"customerSearch","hint":"Search by customer name","weight":2},{"id":"customerSearch","component":"Input","name":"customerSearch","placeholder":"e.g. Maya Chen","type":"text"},{"id":"statusFilterControl","component":"FormControl","label":"Order status","input":"statusFilter","weight":1},{"id":"statusFilter","component":"Select","name":"statusFilter","placeholder":"All statuses","items":["statusAll","statusPending","statusProcessing","statusFulfilled","statusRefunded"]},{"id":"statusAll","component":"SelectItem","value":"all","label":"All statuses"},{"id":"statusPending","component":"SelectItem","value":"pending","label":"Pending"},{"id":"statusProcessing","component":"SelectItem","value":"processing","label":"Processing"},{"id":"statusFulfilled","component":"SelectItem","value":"fulfilled","label":"Fulfilled"},{"id":"statusRefunded","component":"SelectItem","value":"refunded","label":"Refunded"},{"id":"ordersCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["ordersHeader","ordersTable"]},{"id":"ordersHeader","component":"CardHeader","title":"Recent orders","subtitle":"Newest orders requiring attention and fulfillment"},{"id":"ordersTable","component":"Table","columns":["orderIdCol","customerCol","totalCol","statusCol","fulfillmentCol"]},{"id":"orderIdCol","component":"Col","label":"Order ID","type":"string","data":["#10482","#10481","#10480","#10479","#10478","#10477"]},{"id":"customerCol","component":"Col","label":"Customer","type":"string","data":["Maya Chen","Jordan Williams","Priya Shah","Liam Garcia","Noah Kim","Emma Johnson"]},{"id":"totalCol","component":"Col","label":"Total","type":"number","data":["$248.00","$79.50","$136.25","$412.80","$54.99","$189.00"]},{"id":"statusCol","component":"Col","label":"Status","type":"string","data":["Processing","Pending","Fulfilled","Processing","Refunded","Pending"]},{"id":"fulfillmentCol","component":"Col","label":"Fulfillment","type":"action","data":["Mark fulfilled","Mark fulfilled","—","Mark fulfilled","—","Mark fulfilled"]},{"id":"analyticsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["analyticsHeader","orderVolumeChart","chartNote"]},{"id":"analyticsHeader","component":"CardHeader","title":"Order volume","subtitle":"Orders placed across the past four weeks"},{"id":"orderVolumeChart","component":"BarChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["orderVolumeSeries"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},{"id":"orderVolumeSeries","component":"Series","category":"Orders","values":[642,718,691,804]},{"id":"chartNote","component":"TextContent","text":"Week 4 is up 16.4% compared with Week 3.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r3.txt
new file mode 100644
index 000000000..ecfc1b1b5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"ecommerce-operations-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"E-commerce Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"ecommerce-operations-desk","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","metrics","filters","orders-section","analytics"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"E-commerce operations desk","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Monitor today’s performance, manage recent orders, and keep fulfillment moving.","size":"default"},{"id":"metrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["orders-today-card","revenue-today-card","aov-card","refund-rate-card"]},{"id":"orders-today-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["orders-today-label","orders-today-value"]},{"id":"orders-today-label","component":"TextContent","text":"Orders placed today","size":"small"},{"id":"orders-today-value","component":"Heading","text":"128","level":"h2"},{"id":"revenue-today-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenue-today-label","revenue-today-value"]},{"id":"revenue-today-label","component":"TextContent","text":"Revenue today","size":"small"},{"id":"revenue-today-value","component":"Heading","text":"$14,820.50","level":"h2"},{"id":"aov-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["aov-label","aov-value"]},{"id":"aov-label","component":"TextContent","text":"Average order value","size":"small"},{"id":"aov-value","component":"Heading","text":"$115.79","level":"h2"},{"id":"refund-rate-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["refund-rate-label","refund-rate-value","refund-rate-note"]},{"id":"refund-rate-label","component":"TextContent","text":"Refund rate this month","size":"small"},{"id":"refund-rate-value","component":"Heading","text":"2.4%","level":"h2"},{"id":"refund-rate-note","component":"TextContent","text":"Down 0.3% from last month","size":"small"},{"id":"filters","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["customer-search-control","status-filter-control"]},{"id":"customer-search-control","component":"FormControl","label":"Search customer","hint":"Search by customer name","input":"customer-search"},{"id":"customer-search","component":"Input","name":"customerSearch","placeholder":"e.g. Maya Chen","type":"text"},{"id":"status-filter-control","component":"FormControl","label":"Order status","hint":"Narrow recent orders by status","input":"status-filter"},{"id":"status-filter","component":"Select","name":"orderStatus","placeholder":"All statuses","items":["status-all","status-pending","status-processing","status-fulfilled","status-refunded"]},{"id":"status-all","component":"SelectItem","value":"all","label":"All statuses"},{"id":"status-pending","component":"SelectItem","value":"pending","label":"Pending"},{"id":"status-processing","component":"SelectItem","value":"processing","label":"Processing"},{"id":"status-fulfilled","component":"SelectItem","value":"fulfilled","label":"Fulfilled"},{"id":"status-refunded","component":"SelectItem","value":"refunded","label":"Refunded"},{"id":"orders-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["orders-heading","recent-orders-table"]},{"id":"orders-heading","component":"CardHeader","title":"Recent orders","subtitle":"Latest orders requiring operational attention"},{"id":"recent-orders-table","component":"Table","columns":["order-id-column","customer-column","total-column","status-column","fulfillment-column"]},{"id":"order-id-column","component":"Col","label":"Order ID","type":"string","data":["#10482","#10481","#10480","#10479","#10478"]},{"id":"customer-column","component":"Col","label":"Customer","type":"string","data":["Maya Chen","Jordan Williams","Priya Shah","Noah Martinez","Emma Thompson"]},{"id":"total-column","component":"Col","label":"Total","type":"string","data":["$142.30","$89.00","$236.75","$64.50","$118.20"]},{"id":"status-column","component":"Col","label":"Status","type":"string","data":["Processing","Pending","Fulfilled","Processing","Refunded"]},{"id":"fulfillment-column","component":"Col","label":"Fulfillment","type":"action","data":["Mark fulfilled","Mark fulfilled","—","Mark fulfilled","—"]},{"id":"analytics","component":"Card","variant":"card","direction":"column","gap":"m","children":["volume-heading","order-volume-chart"]},{"id":"volume-heading","component":"CardHeader","title":"Order volume","subtitle":"Orders placed across the past four weeks"},{"id":"order-volume-chart","component":"BarChart","labels":["Week 1","Week 2","Week 3","Week 4"],"series":["order-volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},{"id":"order-volume-series","component":"Series","category":"Orders","values":[612,684,731,758]}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r4.txt
new file mode 100644
index 000000000..1e0f93621
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-orders__r4.txt
@@ -0,0 +1,418 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "ecommerce-operations-desk",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Commerce Operations"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "ecommerce-operations-desk",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "kpi-row",
+          "orders-section",
+          "analytics-section"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "E-commerce operations desk",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Monitor today’s sales, manage recent orders, and keep fulfillment moving.",
+        "size": "default"
+      },
+      {
+        "id": "kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "wrap": true,
+        "children": [
+          "orders-today-card",
+          "revenue-today-card",
+          "aov-card",
+          "refund-rate-card"
+        ]
+      },
+      {
+        "id": "orders-today-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "orders-today-label",
+          "orders-today-value",
+          "orders-today-note"
+        ]
+      },
+      {
+        "id": "orders-today-label",
+        "component": "TextContent",
+        "text": "Orders placed today",
+        "size": "small"
+      },
+      {
+        "id": "orders-today-value",
+        "component": "Heading",
+        "text": "128",
+        "level": "h2"
+      },
+      {
+        "id": "orders-today-note",
+        "component": "TextContent",
+        "text": "Up 12% from yesterday",
+        "size": "small"
+      },
+      {
+        "id": "revenue-today-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "revenue-today-label",
+          "revenue-today-value",
+          "revenue-today-note"
+        ]
+      },
+      {
+        "id": "revenue-today-label",
+        "component": "TextContent",
+        "text": "Revenue today",
+        "size": "small"
+      },
+      {
+        "id": "revenue-today-value",
+        "component": "Heading",
+        "text": "$14,862.40",
+        "level": "h2"
+      },
+      {
+        "id": "revenue-today-note",
+        "component": "TextContent",
+        "text": "Up 8.4% from yesterday",
+        "size": "small"
+      },
+      {
+        "id": "aov-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "aov-label",
+          "aov-value",
+          "aov-note"
+        ]
+      },
+      {
+        "id": "aov-label",
+        "component": "TextContent",
+        "text": "Average order value",
+        "size": "small"
+      },
+      {
+        "id": "aov-value",
+        "component": "Heading",
+        "text": "$116.11",
+        "level": "h2"
+      },
+      {
+        "id": "aov-note",
+        "component": "TextContent",
+        "text": "Across today’s orders",
+        "size": "small"
+      },
+      {
+        "id": "refund-rate-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "refund-rate-label",
+          "refund-rate-value",
+          "refund-rate-note"
+        ]
+      },
+      {
+        "id": "refund-rate-label",
+        "component": "TextContent",
+        "text": "Refund rate this month",
+        "size": "small"
+      },
+      {
+        "id": "refund-rate-value",
+        "component": "Heading",
+        "text": "1.8%",
+        "level": "h2"
+      },
+      {
+        "id": "refund-rate-note",
+        "component": "TextContent",
+        "text": "23 refunds from 1,276 orders",
+        "size": "small"
+      },
+      {
+        "id": "orders-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "orders-header",
+          "orders-filters",
+          "orders-table"
+        ]
+      },
+      {
+        "id": "orders-header",
+        "component": "CardHeader",
+        "title": "Recent orders",
+        "subtitle": "Review incoming orders and mark ready orders as fulfilled."
+      },
+      {
+        "id": "orders-filters",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "end",
+        "wrap": true,
+        "children": [
+          "customer-search-control",
+          "status-filter-control"
+        ]
+      },
+      {
+        "id": "customer-search-control",
+        "component": "FormControl",
+        "label": "Search customer",
+        "hint": "Search by customer name",
+        "input": "customer-search"
+      },
+      {
+        "id": "customer-search",
+        "component": "Input",
+        "name": "customerSearch",
+        "type": "text",
+        "placeholder": "e.g. Maya Chen"
+      },
+      {
+        "id": "status-filter-control",
+        "component": "FormControl",
+        "label": "Order status",
+        "hint": "Narrow the order list by status",
+        "input": "status-filter"
+      },
+      {
+        "id": "status-filter",
+        "component": "Select",
+        "name": "statusFilter",
+        "placeholder": "All statuses",
+        "value": "all",
+        "items": [
+          "status-all",
+          "status-pending",
+          "status-processing",
+          "status-fulfilled",
+          "status-refunded"
+        ]
+      },
+      {
+        "id": "status-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All statuses"
+      },
+      {
+        "id": "status-pending",
+        "component": "SelectItem",
+        "value": "pending",
+        "label": "Pending"
+      },
+      {
+        "id": "status-processing",
+        "component": "SelectItem",
+        "value": "processing",
+        "label": "Processing"
+      },
+      {
+        "id": "status-fulfilled",
+        "component": "SelectItem",
+        "value": "fulfilled",
+        "label": "Fulfilled"
+      },
+      {
+        "id": "status-refunded",
+        "component": "SelectItem",
+        "value": "refunded",
+        "label": "Refunded"
+      },
+      {
+        "id": "orders-table",
+        "component": "Table",
+        "columns": [
+          "order-id-col",
+          "customer-col",
+          "total-col",
+          "status-col",
+          "fulfillment-col"
+        ]
+      },
+      {
+        "id": "order-id-col",
+        "component": "Col",
+        "label": "Order ID",
+        "type": "string",
+        "data": [
+          "#10482",
+          "#10481",
+          "#10480",
+          "#10479",
+          "#10478"
+        ]
+      },
+      {
+        "id": "customer-col",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Maya Chen",
+          "Jordan Williams",
+          "Priya Shah",
+          "Noah Martinez",
+          "Avery Johnson"
+        ]
+      },
+      {
+        "id": "total-col",
+        "component": "Col",
+        "label": "Total",
+        "type": "number",
+        "data": [
+          "$248.00",
+          "$89.50",
+          "$156.75",
+          "$64.00",
+          "$312.20"
+        ]
+      },
+      {
+        "id": "status-col",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Processing",
+          "Pending",
+          "Fulfilled",
+          "Processing",
+          "Pending"
+        ]
+      },
+      {
+        "id": "fulfillment-col",
+        "component": "Col",
+        "label": "Fulfillment",
+        "type": "action",
+        "data": [
+          "Mark fulfilled",
+          "Mark fulfilled",
+          "Already fulfilled",
+          "Mark fulfilled",
+          "Mark fulfilled"
+        ]
+      },
+      {
+        "id": "analytics-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "volume-header",
+          "order-volume-chart",
+          "volume-note"
+        ]
+      },
+      {
+        "id": "volume-header",
+        "component": "CardHeader",
+        "title": "Order volume",
+        "subtitle": "Weekly order count across the past four weeks"
+      },
+      {
+        "id": "order-volume-chart",
+        "component": "BarChart",
+        "labels": [
+          "Jul 20–26",
+          "Jul 27–Aug 2",
+          "Aug 3–9",
+          "Aug 10–16"
+        ],
+        "series": [
+          "order-volume-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Week",
+        "yLabel": "Orders"
+      },
+      {
+        "id": "order-volume-series",
+        "component": "Series",
+        "category": "Orders",
+        "values": [
+          684,
+          742,
+          811,
+          896
+        ]
+      },
+      {
+        "id": "volume-note",
+        "component": "TextContent",
+        "text": "Order volume has increased 31% over the four-week period.",
+        "size": "small"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r1.txt
new file mode 100644
index 000000000..3ab5e1055
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Service Health"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"service-health-oncall","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["page-header","region-control","summary-row","charts-row","incidents-card","endpoints-card","alert-card"]},{"id":"page-header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"On-call service health","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Production overview · Last updated just now","size":"default"},{"id":"region-control","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["region-label","region-select"]},{"id":"region-label","component":"TextContent","text":"Region","size":"small-heavy"},{"id":"region-select","component":"Select","name":"region","placeholder":"Select a region","value":"all","items":["region-all","region-us-east","region-us-west","region-eu-west","region-ap-southeast"]},{"id":"region-all","component":"SelectItem","value":"all","label":"All regions"},{"id":"region-us-east","component":"SelectItem","value":"us-east-1","label":"US East (N. Virginia)"},{"id":"region-us-west","component":"SelectItem","value":"us-west-2","label":"US West (Oregon)"},{"id":"region-eu-west","component":"SelectItem","value":"eu-west-1","label":"EU West (Ireland)"},{"id":"region-ap-southeast","component":"SelectItem","value":"ap-southeast-1","label":"AP Southeast (Singapore)"},{"id":"summary-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["uptime-card","error-card"]},{"id":"uptime-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["uptime-label","uptime-value","uptime-note"],"weight":1},{"id":"uptime-label","component":"TextContent","text":"Uptime this quarter","size":"small-heavy"},{"id":"uptime-value","component":"Heading","text":"99.982%","level":"h2"},{"id":"uptime-note","component":"TextContent","text":"Target: 99.95% · 23m 18s downtime","size":"small"},{"id":"error-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["error-label","error-value","error-status"],"weight":1},{"id":"error-label","component":"TextContent","text":"Error rate right now","size":"small-heavy"},{"id":"error-value","component":"Heading","text":"0.18%","level":"h2"},{"id":"error-status","component":"Tag","text":"Within threshold","variant":"success","size":"md"},{"id":"charts-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["cpu-card","memory-card"]},{"id":"cpu-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cpu-header","cpu-chart"],"weight":1},{"id":"cpu-header","component":"CardHeader","title":"CPU usage","subtitle":"Past 24 hours · % utilization"},{"id":"cpu-chart","component":"AreaChart","labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["cpu-series"],"variant":"natural","xLabel":"Time","yLabel":"CPU %"},{"id":"cpu-series","component":"Series","category":"CPU","values":[32,28,35,47,61,54,72,58,49]},{"id":"memory-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["memory-header","memory-chart"],"weight":1},{"id":"memory-header","component":"CardHeader","title":"Memory usage","subtitle":"Past 24 hours · % utilization"},{"id":"memory-chart","component":"AreaChart","labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["memory-series"],"variant":"natural","xLabel":"Time","yLabel":"Memory %"},{"id":"memory-series","component":"Series","category":"Memory","values":[54,53,55,57,61,63,68,66,64]},{"id":"incidents-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["incidents-header","incident-list"]},{"id":"incidents-header","component":"CardHeader","title":"Open incidents","subtitle":"3 incidents requiring attention"},{"id":"incident-list","component":"ListBlock","variant":"number","items":["incident-1","incident-2","incident-3"]},{"id":"incident-1","component":"ListItem","title":"Elevated 5xx responses in checkout","subtitle":"Critical · US East · Opened 18 minutes ago","actionLabel":"Acknowledge"},{"id":"incident-2","component":"ListItem","title":"Queue processing delay","subtitle":"High · EU West · Opened 42 minutes ago","actionLabel":"Acknowledge"},{"id":"incident-3","component":"ListItem","title":"Increased cache eviction rate","subtitle":"Medium · AP Southeast · Opened 1 hour ago","actionLabel":"Acknowledge"},{"id":"endpoints-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["endpoints-header","endpoints-table"]},{"id":"endpoints-header","component":"CardHeader","title":"Five slowest endpoints","subtitle":"p95 latency over the last 15 minutes"},{"id":"endpoints-table","component":"Table","columns":["endpoint-col","method-col","latency-col","requests-col"]},{"id":"endpoint-col","component":"Col","label":"Endpoint","type":"string","data":["/v1/checkout/submit","/v1/search","/v1/orders/{id}","/v1/reports/export","/v1/auth/token"]},{"id":"method-col","component":"Col","label":"Method","type":"string","data":["POST","GET","GET","POST","POST"]},{"id":"latency-col","component":"Col","label":"p95 latency","type":"number","data":[2840,1920,1480,1260,980]},{"id":"requests-col","component":"Col","label":"Requests/min","type":"number","data":[84,312,196,22,440]},{"id":"alert-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["alert-header","alert-form"]},{"id":"alert-header","component":"CardHeader","title":"Alert threshold","subtitle":"Set the error-rate level that should page the on-call engineer."},{"id":"alert-form","component":"Form","name":"alert-threshold","fields":["threshold-control"],"buttons":"alert-buttons"},{"id":"threshold-control","component":"FormControl","label":"Error rate threshold (%)","hint":"Current error rate: 0.18%","input":"threshold-input"},{"id":"threshold-input","component":"Input","name":"error_rate_threshold","type":"number","value":"1.00","placeholder":"e.g. 1.00"},{"id":"alert-buttons","component":"Buttons","direction":"row","buttons":["save-threshold"]},{"id":"save-threshold","component":"Button","label":"Save threshold","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r2.txt
new file mode 100644
index 000000000..d789f83bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"On-call Service Health"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"service-health-oncall","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","regionControl","overviewRow","performanceSection","incidentsSection","endpointsSection","alertSection"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["pageTitle","pageSubtitle"]},{"id":"pageTitle","component":"Heading","text":"Service health","level":"h1"},{"id":"pageSubtitle","component":"TextContent","text":"On-call overview · Live telemetry across production services","size":"default"},{"id":"regionControl","component":"Card","variant":"card","direction":"column","gap":"s","children":["regionLabel","regionSelect"]},{"id":"regionLabel","component":"TextContent","text":"Region","size":"small-heavy"},{"id":"regionSelect","component":"Select","name":"region","placeholder":"Choose a region","value":"all","items":["regionAll","regionUsEast","regionUsWest","regionEuWest"]},{"id":"regionAll","component":"SelectItem","value":"all","label":"All regions"},{"id":"regionUsEast","component":"SelectItem","value":"us-east-1","label":"US East (N. Virginia)"},{"id":"regionUsWest","component":"SelectItem","value":"us-west-2","label":"US West (Oregon)"},{"id":"regionEuWest","component":"SelectItem","value":"eu-west-1","label":"EU West (Ireland)"},{"id":"overviewRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["uptimeCard","errorCard"]},{"id":"uptimeCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["uptimeTitle","uptimeValue","uptimeDetail"],"weight":1},{"id":"uptimeTitle","component":"TextContent","text":"Uptime this quarter","size":"small-heavy"},{"id":"uptimeValue","component":"Heading","text":"99.982%","level":"h2"},{"id":"uptimeDetail","component":"TextContent","text":"12m 47s total downtime · Quarterly SLO: 99.95%","size":"small"},{"id":"errorCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["errorTitle","errorValue","errorStatus"],"weight":1},{"id":"errorTitle","component":"TextContent","text":"Error rate 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71%","size":"small"},{"id":"incidentsSection","component":"Card","variant":"card","direction":"column","gap":"m","children":["incidentsTitle","incidentAlert","incidentsTable"]},{"id":"incidentsTitle","component":"Heading","text":"Open incidents","level":"h2"},{"id":"incidentAlert","component":"Alert","title":"2 incidents require attention","description":"One critical incident is currently unacknowledged.","variant":"warning"},{"id":"incidentsTable","component":"Table","columns":["incidentIdCol","incidentSummaryCol","incidentSeverityCol","incidentStatusCol","incidentActionCol"]},{"id":"incidentIdCol","component":"Col","label":"Incident","data":["INC-4821","INC-4817","INC-4809"],"type":"string"},{"id":"incidentSummaryCol","component":"Col","label":"Summary","data":["Checkout API elevated 5xx responses","EU West cache latency spike","Background worker queue 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r3.txt
new file mode 100644
index 000000000..91a1b6e4a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"service-health-oncall","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"On-call Service Health"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"service-health-oncall","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","regionControl","summaryRow","metricsSection","incidentsSection","endpointsSection","alertSection"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Service health","level":"h1"},{"id":"subtitle","component":"TextContent","text":"On-call view · Live operational status across production","size":"default"},{"id":"regionControl","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["regionLabel","regionSelect"]},{"id":"regionLabel","component":"TextContent","text":"Region filter","size":"small-heavy"},{"id":"regionSelect","component":"Select","name":"region","placeholder":"All production regions","value":"all","items":["regionAll","regionUsEast","regionUsWest","regionEuWest","regionApSouth"]},{"id":"regionAll","component":"SelectItem","value":"all","label":"All production regions"},{"id":"regionUsEast","component":"SelectItem","value":"us-east-1","label":"US East (N. 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r4.txt
new file mode 100644
index 000000000..b3afff916
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b3-server__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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+</a2ui-json>
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+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r1.txt
new file mode 100644
index 000000000..b5dacbab3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-operations","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B5CAD","agentDisplayName":"Hub Operations Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-operations","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","hub-selector","kpi-row","alerts","main-tabs"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["title-block","date-block"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Hub Operations Desk","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Live operational overview • Atlanta (ATL)","size":"default"},{"id":"date-block","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["date-label","refresh-label"]},{"id":"date-label","component":"TextContent","text":"Today • Tuesday, Aug 18, 2026","size":"small-heavy"},{"id":"refresh-label","component":"TextContent","text":"Last refreshed 09:42 local","size":"small"},{"id":"hub-selector","component":"Card","variant":"card","direction":"row","align":"center","gap":"m","children":["hub-select-label","hub-select"]},{"id":"hub-select-label","component":"Label","text":"Viewing hub"},{"id":"hub-select","component":"Select","name":"hub","placeholder":"Select a hub","value":"ATL","items":["hub-atl","hub-dfw","hub-den","hub-ord","hub-clt"]},{"id":"hub-atl","component":"SelectItem","value":"ATL","label":"Atlanta (ATL)"},{"id":"hub-dfw","component":"SelectItem","value":"DFW","label":"Dallas/Fort Worth (DFW)"},{"id":"hub-den","component":"SelectItem","value":"DEN","label":"Denver (DEN)"},{"id":"hub-ord","component":"SelectItem","value":"ORD","label":"Chicago O’Hare (ORD)"},{"id":"hub-clt","component":"SelectItem","value":"CLT","label":"Charlotte (CLT)"},{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["otp-card","load-card","turnaround-card","cancellations-card"]},{"id":"otp-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["otp-title","otp-value","otp-progress","otp-detail"],"weight":1},{"id":"otp-title","component":"TextContent","text":"On-time performance","size":"small-heavy"},{"id":"otp-value","component":"Heading","text":"86.4%","level":"h2"},{"id":"otp-progress","component":"Progress","value":86.4,"label":"Today’s departures on time"},{"id":"otp-detail","component":"TextContent","text":"Target 88.0% • 412 of 477 departures","size":"small"},{"id":"load-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["load-title","load-value","load-detail"],"weight":1},{"id":"load-title","component":"TextContent","text":"Average passenger load","size":"small-heavy"},{"id":"load-value","component":"Heading","text":"91.2%","level":"h2"},{"id":"load-detail","component":"TextContent","text":"+2.8 pts vs. same weekday last month","size":"small"},{"id":"turnaround-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["turn-title","turn-value","turn-detail"],"weight":1},{"id":"turn-title","component":"TextContent","text":"Average turnaround time","size":"small-heavy"},{"id":"turn-value","component":"Heading","text":"43 min","level":"h2"},{"id":"turn-detail","component":"TextContent","text":"Goal 42 min • 18 aircraft currently turning","size":"small"},{"id":"cancellations-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cancel-title","cancel-value","cancel-detail"],"weight":1},{"id":"cancel-title","component":"TextContent","text":"Cancellations today","size":"small-heavy"},{"id":"cancel-value","component":"Heading","text":"6","level":"h2"},{"id":"cancel-detail","component":"TextContent","text":"3 weather-related • 3 maintenance-related","size":"small"},{"id":"alerts","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["weather-alert","delay-alert","connection-alert"]},{"id":"weather-alert","component":"Alert","variant":"warning","title":"Weather advisory at ATL","description":"Thunderstorms forecast 14:00–18:00 local. 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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r2.txt
new file mode 100644
index 000000000..b4daf19d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-ops-desk","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B5FFF","agentDisplayName":"Hub Operations Desk"}}}
+</a2ui-json>
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+<a2ui-json>
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2088"]},{"id":"gate-route-col","component":"Col","label":"Route","type":"string","data":["ATL → MIA","ATL → SEA","LAX → ATL","ATL → BNA"]},{"id":"gate-from-col","component":"Col","label":"From","type":"string","data":["B12","C08","A04","T03"]},{"id":"gate-to-col","component":"Col","label":"To","type":"string","data":["T12","B09","A11","T09"]},{"id":"gate-time-col","component":"Col","label":"Changed","type":"string","data":["10:31","10:18","10:04","09:52"]},{"id":"crews-tab","component":"TabItem","value":"crews","trigger":"Available crews","content":["crews-heading","crew-list"]},{"id":"crews-heading","component":"Heading","text":"Crews available for reassignment","level":"h2"},{"id":"crew-list","component":"ListBlock","variant":"number","items":["crew-1","crew-2","crew-3","crew-4"]},{"id":"crew-1","component":"ListItem","title":"Crew 481 · A320 qualified","subtitle":"Available now · Concourse B crew room · Duty time remaining: 6h 12m","actionLabel":"Assign"},{"id":"crew-2","component":"ListItem","title":"Crew 229 · B737 qualified","subtitle":"Available in 20 min · Concourse C · Duty time remaining: 5h 38m","actionLabel":"Assign"},{"id":"crew-3","component":"ListItem","title":"Crew 712 · A321 qualified","subtitle":"Available now · Concourse A crew room · Duty time remaining: 4h 55m","actionLabel":"Assign"},{"id":"crew-4","component":"ListItem","title":"Crew 306 · B757 qualified","subtitle":"Available in 35 min · Terminal South · Duty time remaining: 7h 04m","actionLabel":"Assign"},{"id":"connections-tab","component":"TabItem","value":"connections","trigger":"Connections at risk","content":["connections-heading","connections-table","rebook-callout","rebook-button"]},{"id":"connections-heading","component":"Heading","text":"Connections at risk of being 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Thunderstorms are forecast west of the field through mid-afternoon.","size":"default"},{"id":"weather-tags","component":"TagBlock","tags":["Thunderstorm watch","Possible ground stop","Taxi delay risk"]},{"id":"cancellations-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["cancellations-heading","cancellations-list"]},{"id":"cancellations-heading","component":"Heading","text":"Today’s cancellations","level":"h2"},{"id":"cancellations-list","component":"TextContent","text":"DL 405 ATL → EWR · DL 1187 ATL → MCO · DL 267 ATL → IAH · plus 4 additional cancellations","size":"default"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r3.txt
new file mode 100644
index 000000000..20a7e7ce4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B5CAD","agentDisplayName":"Hub Operations Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-ops","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","weather-alert","kpi-row","main-tabs","rebook-dialog"]},{"id":"header","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","gap":"m","children":["header-copy","hub-select"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Hub Operations Desk","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live operating view · Tuesday, August 18 · Local hub time","size":"default"},{"id":"hub-select","component":"Select","name":"hub","placeholder":"Select hub","value":"ATL","size":"medium","items":["hub-atl","hub-dfw","hub-ord","hub-den"]},{"id":"hub-atl","component":"SelectItem","value":"ATL","label":"ATL — Atlanta"},{"id":"hub-dfw","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},{"id":"hub-ord","component":"SelectItem","value":"ORD","label":"ORD — Chicago O'Hare"},{"id":"hub-den","component":"SelectItem","value":"DEN","label":"DEN — Denver"},{"id":"weather-alert","component":"Alert","variant":"warning","title":"Weather advisory — ATL","description":"Thunderstorms expected 15:00–18:30 local. 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expected"]},{"id":"weather-detail","component":"TextContent","text":"Operations recommendation: hold additional gate buffers for inbound aircraft after 15:00 and prioritize turns with tight downstream connections.","size":"default"},{"id":"rebook-dialog","component":"DialogBlock","triggerLabel":"Open rebooking workspace","title":"Rebook affected passengers","description":"Review disrupted itineraries, select alternatives, and confirm passenger re-accommodation.","triggerVariant":"default","content":["rebook-info","rebook-action"]},{"id":"rebook-info","component":"TextContent","text":"72 passengers are currently flagged for potential missed connections. Start with the 18 high-risk passengers on AA 2216.","size":"default"},{"id":"rebook-action","component":"Button","label":"Start rebooking review","variant":"primary","size":"medium"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r4.txt
new file mode 100644
index 000000000..2c6f6d47f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-airline__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"airline-hub-ops","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B5CAB","agentDisplayName":"Hub Operations Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"airline-hub-ops","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","hub-selector","weather-alert","kpi-row","main-tabs"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["title-block","last-updated"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Airline Hub Operations Desk","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Live operational overview · Tuesday, August 18, 2026 · Local hub time","size":"default"},{"id":"last-updated","component":"Badge","text":"Updated 10:42 AM","variant":"secondary"},{"id":"hub-selector","component":"Card","variant":"card","direction":"row","align":"end","gap":"m","children":["hub-control","hub-note"]},{"id":"hub-control","component":"FormControl","label":"Viewing hub","hint":"Select a different airport to load its live operations.","input":"hub-select"},{"id":"hub-select","component":"Select","name":"hub","placeholder":"Choose a hub","value":"ATL","items":["hub-atl","hub-dfw","hub-den","hub-ord","hub-clt"]},{"id":"hub-atl","component":"SelectItem","value":"ATL","label":"ATL — Atlanta (current)"},{"id":"hub-dfw","component":"SelectItem","value":"DFW","label":"DFW — Dallas/Fort Worth"},{"id":"hub-den","component":"SelectItem","value":"DEN","label":"DEN — Denver"},{"id":"hub-ord","component":"SelectItem","value":"ORD","label":"ORD — Chicago O'Hare"},{"id":"hub-clt","component":"SelectItem","value":"CLT","label":"CLT — Charlotte"},{"id":"hub-note","component":"TextContent","text":"Current hub: **ATL — Hartsfield-Jackson Atlanta International Airport**","size":"small"},{"id":"weather-alert","component":"Alert","variant":"warning","title":"Weather advisory: thunderstorms expected 12:30–15:00","description":"Ground-stop risk and ramp restrictions possible. 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TPA"]},{"id":"conn-time-col","component":"Col","label":"Time remaining","data":["18 min","24 min","29 min","33 min"]},{"id":"conn-pax-col","component":"Col","label":"Passengers","data":["42","18","12","9"]},{"id":"conn-risk-col","component":"Col","label":"Risk","data":["Critical","High","High","Moderate"]},{"id":"flight-table-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["flight-heading","flight-table"]},{"id":"flight-heading","component":"CardHeader","title":"Active flights at ATL","subtitle":"Departures and arrivals currently in the operating window"},{"id":"flight-table","component":"Table","columns":["flight-number-col","flight-route-col","flight-gate-col","flight-schedule-col","flight-status-col"]},{"id":"flight-number-col","component":"Col","label":"Flight","data":["AX 418","AX 227","AX 903","AX 611","AX 612","AX 145","AX 774","AX 338"]},{"id":"flight-route-col","component":"Col","label":"Route","data":["ATL → BOS","ATL → MIA","ATL → 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hours"},{"id":"crew-table","component":"Table","columns":["crew-id-col","crew-role-col","crew-location-col","crew-available-col","crew-duty-col"]},{"id":"crew-id-col","component":"Col","label":"Crew","data":["Crew 204","Crew 118","Crew 337","Crew 091"]},{"id":"crew-role-col","component":"Col","label":"Qualification","data":["A320 flight deck","A320 cabin crew","B737 flight deck","A320 cabin crew"]},{"id":"crew-location-col","component":"Col","label":"Current location","data":["Concourse B","Crew center","Concourse A","Crew center"]},{"id":"crew-available-col","component":"Col","label":"Available","data":["Now","10:55 AM","11:10 AM","11:25 AM"]},{"id":"crew-duty-col","component":"Col","label":"Duty time remaining","data":["6h 20m","5h 45m","7h 10m","4h 55m"]},{"id":"rebook-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["rebook-heading","rebook-copy","rebook-buttons"]},{"id":"rebook-heading","component":"CardHeader","title":"Passenger recovery","subtitle":"Rebook customers affected by delays, missed connections, or cancellations"},{"id":"rebook-copy","component":"TextContent","text":"There are **81 passengers** currently at connection risk and **126 passengers** on cancelled flights who may need reaccommodation.","size":"default"},{"id":"rebook-buttons","component":"Buttons","direction":"row","buttons":["rebook-risk-button","rebook-cancel-button"]},{"id":"rebook-risk-button","component":"Button","label":"Rebook at-risk connections","variant":"primary","size":"medium"},{"id":"rebook-cancel-button","component":"Button","label":"Rebook cancelled-flight passengers","variant":"secondary","size":"medium"},{"id":"cancellation-section","component":"Card","variant":"card","direction":"column","gap":"m","children":["cancellation-heading","cancellation-table"]},{"id":"cancellation-heading","component":"CardHeader","title":"Cancellations today","subtitle":"6 cancelled flights · 126 passengers requiring recovery"},{"id":"cancellation-table","component":"Table","columns":["cancel-flight-col","cancel-route-col","cancel-time-col","cancel-reason-col","cancel-pax-col"]},{"id":"cancel-flight-col","component":"Col","label":"Flight","data":["AX 184","AX 529","AX 701","AX 246","AX 890","AX 315"]},{"id":"cancel-route-col","component":"Col","label":"Route","data":["ATL → PHL","ATL → MSY","BWI → ATL","ATL → SAV","ATL → CLE","JAX → ATL"]},{"id":"cancel-time-col","component":"Col","label":"Scheduled","data":["7:10 AM","7:45 AM","8:05 AM","8:30 AM","9:15 AM","9:40 AM"]},{"id":"cancel-reason-col","component":"Col","label":"Reason","data":["Weather","Aircraft maintenance","Crew availability","Weather","Crew legality","Aircraft swap"]},{"id":"cancel-pax-col","component":"Col","label":"Passengers","data":["24","31","18","16","21","16"]}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r1.txt
new file mode 100644
index 000000000..18f4edfa1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1D4ED8","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","balanceRow","overviewTabs","actionsCard","alertsCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Alex","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Here’s your financial snapshot for August.","size":"default"},{"id":"balanceRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["checkingCard","savingsCard","creditCard","scoreCard"]},{"id":"checkingCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["checkingHeader","checkingBalance","checkingDetail"]},{"id":"checkingHeader","component":"TextContent","text":"Everyday Checking","size":"small-heavy"},{"id":"checkingBalance","component":"Heading","text":"$4,286.19","level":"h2"},{"id":"checkingDetail","component":"TextContent","text":"Available balance","size":"small"},{"id":"savingsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["savingsHeader","savingsBalance","savingsDetail"]},{"id":"savingsHeader","component":"TextContent","text":"High-Yield Savings","size":"small-heavy"},{"id":"savingsBalance","component":"Heading","text":"$8,750.00","level":"h2"},{"id":"savingsDetail","component":"TextContent","text":"4.25% APY","size":"small"},{"id":"creditCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["creditHeader","creditBalance","creditDetail","freezeCredit"]},{"id":"creditHeader","component":"TextContent","text":"Credit Line","size":"small-heavy"},{"id":"creditBalance","component":"Heading","text":"$1,248.67","level":"h2"},{"id":"creditDetail","component":"TextContent","text":"Balance • $8,751.33 available","size":"small"},{"id":"freezeCredit","component":"SwitchGroup","name":"freeze_credit_line","variant":"clear","items":["freezeCreditItem"]},{"id":"freezeCreditItem","component":"SwitchItem","name":"freeze_credit","label":"Freeze credit line","description":"Block new purchases immediately","defaultChecked":false},{"id":"scoreCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["scoreHeader","scoreValue","scoreTag","scoreDetail"]},{"id":"scoreHeader","component":"TextContent","text":"Credit Score","size":"small-heavy"},{"id":"scoreValue","component":"Heading","text":"742","level":"h2"},{"id":"scoreTag","component":"Tag","text":"Good","variant":"success","size":"sm"},{"id":"scoreDetail","component":"TextContent","text":"Updated Aug 15","size":"small"},{"id":"overviewTabs","component":"Tabs","items":["activityTab","spendingTab","billsTab","goalsTab"]},{"id":"activityTab","component":"TabItem","value":"activity","trigger":"Recent activity","content":["transactionsCard"]},{"id":"transactionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactionsHeader","transactionsTable","disputeDialog"]},{"id":"transactionsHeader","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across your accounts"},{"id":"transactionsTable","component":"Table","columns":["merchantCol","accountCol","dateCol","amountCol"]},{"id":"merchantCol","component":"Col","label":"Merchant","data":["Whole Foods Market","Netflix","Coffee House","Acme Payroll","City Electric"],"type":"string"},{"id":"accountCol","component":"Col","label":"Account","data":["Checking","Credit Line","Checking","Checking","Checking"],"type":"string"},{"id":"dateCol","component":"Col","label":"Date","data":["Aug 17","Aug 16","Aug 16","Aug 15","Aug 14"],"type":"string"},{"id":"amountCol","component":"Col","label":"Amount","data":["-$86.42","-$15.49","-$5.75","+$2,940.00","-$122.18"],"type":"string"},{"id":"disputeDialog","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Dispute a transaction","description":"Choose the transaction you want us to review.","triggerVariant":"outline","content":["disputeText"]},{"id":"disputeText","component":"TextContent","text":"After opening this form, select the transaction and tell us what looks incorrect.","size":"default"},{"id":"spendingTab","component":"TabItem","value":"spending","trigger":"Spending","content":["spendingCard"]},{"id":"spendingCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["spendingHeader","spendingChart","spendingNote"]},{"id":"spendingHeader","component":"CardHeader","title":"Spending this month","subtitle":"$1,486.20 total through Aug 17"},{"id":"spendingChart","component":"PieChart","labels":["Housing","Food & dining","Transportation","Shopping","Entertainment"],"values":[620,318,210,196,142],"variant":"donut","appearance":"circular"},{"id":"spendingNote","component":"TextContent","text":"Food & dining is 12% lower than last month.","size":"small"},{"id":"billsTab","component":"TabItem","value":"bills","trigger":"Bills due","content":["billsCard"]},{"id":"billsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["billsHeader","billsList"]},{"id":"billsHeader","component":"CardHeader","title":"Bills due soon","subtitle":"Upcoming payments in the next 14 days"},{"id":"billsList","component":"ListBlock","variant":"number","items":["bill1","bill2","bill3"]},{"id":"bill1","component":"ListItem","title":"Rent payment — $1,450.00","subtitle":"Due Aug 20 • Checking","actionLabel":"Pay"},{"id":"bill2","component":"ListItem","title":"Internet service — $69.99","subtitle":"Due Aug 23 • Checking","actionLabel":"Pay"},{"id":"bill3","component":"ListItem","title":"Credit line minimum — $45.00","subtitle":"Due Aug 28 • Checking","actionLabel":"Pay"},{"id":"goalsTab","component":"TabItem","value":"goals","trigger":"Goals","content":["goalCard"]},{"id":"goalCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["goalHeader","goalProgress","goalDetail"]},{"id":"goalHeader","component":"CardHeader","title":"Vacation fund","subtitle":"Target: $5,000 by June 2027"},{"id":"goalProgress","component":"Progress","value":70,"label":"$3,500 saved of $5,000"},{"id":"goalDetail","component":"TextContent","text":"You’re $1,500 away. At $250/month, you’ll reach your goal in 6 months.","size":"small"},{"id":"actionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["actionsHeader","transferForm","statementControl"]},{"id":"actionsHeader","component":"CardHeader","title":"Quick actions","subtitle":"Move money and review statements"},{"id":"transferForm","component":"Form","name":"transfer_money","fields":["fromControl","toControl","amountControl"],"buttons":"transferButtons"},{"id":"fromControl","component":"FormControl","label":"From account","input":"fromSelect"},{"id":"fromSelect","component":"Select","name":"from_account","placeholder":"Choose an account","value":"checking","items":["fromChecking","fromSavings"]},{"id":"fromChecking","component":"SelectItem","value":"checking","label":"Everyday Checking"},{"id":"fromSavings","component":"SelectItem","value":"savings","label":"High-Yield Savings"},{"id":"toControl","component":"FormControl","label":"To account","input":"toSelect"},{"id":"toSelect","component":"Select","name":"to_account","placeholder":"Choose an account","value":"savings","items":["toChecking","toSavings","toCredit"]},{"id":"toChecking","component":"SelectItem","value":"checking","label":"Everyday Checking"},{"id":"toSavings","component":"SelectItem","value":"savings","label":"High-Yield Savings"},{"id":"toCredit","component":"SelectItem","value":"credit","label":"Credit Line"},{"id":"amountControl","component":"FormControl","label":"Amount","input":"transferAmount","hint":"Available to move: $4,286.19"},{"id":"transferAmount","component":"Input","name":"transfer_amount","placeholder":"0.00","type":"number"},{"id":"transferButtons","component":"Buttons","direction":"row","buttons":["transferButton"]},{"id":"transferButton","component":"Button","label":"Move money","variant":"primary","size":"medium"},{"id":"statementControl","component":"FormControl","label":"Statement period","input":"statementPeriod"},{"id":"statementPeriod","component":"DatePicker","name":"statement_period","mode":"range","value":["2026-07-18","2026-08-17"]},{"id":"alertsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["alertsHeader","alertsGroup"]},{"id":"alertsHeader","component":"CardHeader","title":"Alert preferences","subtitle":"Choose the activity you want to hear about"},{"id":"alertsGroup","component":"SwitchGroup","name":"alert_preferences","variant":"clear","items":["largePurchaseAlert","lowBalanceAlert","billDueAlert","paymentAlert"]},{"id":"largePurchaseAlert","component":"SwitchItem","name":"large_purchase","label":"Large purchases","description":"Alert me when a purchase is over $250","defaultChecked":true},{"id":"lowBalanceAlert","component":"SwitchItem","name":"low_balance","label":"Low checking balance","description":"Alert me when checking falls below $500","defaultChecked":true},{"id":"billDueAlert","component":"SwitchItem","name":"bill_due","label":"Bill reminders","description":"Alert me three days before a bill is due","defaultChecked":true},{"id":"paymentAlert","component":"SwitchItem","name":"card_payment","label":"Credit line payments","description":"Alert me when a payment posts","defaultChecked":false}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r2.txt
new file mode 100644
index 000000000..7f39d1bdd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#155EEF","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","accounts-card","insights-row","transactions-card","actions-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Alex","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Here’s your financial snapshot for August.","size":"default"},{"id":"accounts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["accounts-header","accounts-table","account-note"]},{"id":"accounts-header","component":"CardHeader","title":"Your accounts","subtitle":"Available balances as of today"},{"id":"accounts-table","component":"Table","columns":["account-col","balance-col","status-col"]},{"id":"account-col","component":"Col","label":"Account","type":"string","data":["Everyday Checking •••• 4821","High-Yield Savings •••• 1038","Travel Rewards Credit •••• 7714"]},{"id":"balance-col","component":"Col","label":"Balance","type":"string","data":["$4,280.45","$12,640.00","-$1,248.32"]},{"id":"status-col","component":"Col","label":"Available","type":"string","data":["$4,280.45","$12,640.00","$5,751.68 credit available"]},{"id":"account-note","component":"TextContent","text":"Credit payment due Sep 4 • Minimum payment $65.00","size":"small"},{"id":"insights-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true,"children":["spending-card","goal-card","credit-card","bills-card"]},{"id":"spending-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["spending-header","spending-chart","spending-caption"],"weight":1},{"id":"spending-header","component":"CardHeader","title":"Spending this month","subtitle":"$1,842.67 total"},{"id":"spending-chart","component":"PieChart","labels":["Dining","Groceries","Transport","Shopping","Other"],"values":[412,356,185,489,401],"variant":"donut","appearance":"circular"},{"id":"spending-caption","component":"TextContent","text":"Shopping is your largest category this month.","size":"small"},{"id":"goal-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["goal-header","goal-progress","goal-detail"],"weight":1},{"id":"goal-header","component":"CardHeader","title":"Vacation fund","subtitle":"Japan trip • Goal: $15,000"},{"id":"goal-progress","component":"Progress","value":84,"label":"$12,640 saved of $15,000"},{"id":"goal-detail","component":"TextContent","text":"Only $2,360 to go. At your current pace, you’ll reach your goal in about 3 months.","size":"small"},{"id":"credit-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["credit-header","credit-score","credit-status","freeze-control"],"weight":1},{"id":"credit-header","component":"CardHeader","title":"Credit health","subtitle":"Updated today"},{"id":"credit-score","component":"Heading","text":"742","level":"h2"},{"id":"credit-status","component":"Badge","text":"Good credit score","variant":"secondary"},{"id":"freeze-control","component":"SwitchGroup","name":"freeze-credit-line","variant":"sunk","items":["freeze-credit-item"]},{"id":"freeze-credit-item","component":"SwitchItem","name":"freeze-credit","label":"Freeze credit line","description":"Block new purchases until you turn it back on.","defaultChecked":false},{"id":"bills-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["bills-header","bills-list"],"weight":1},{"id":"bills-header","component":"CardHeader","title":"Bills due soon","subtitle":"Next 14 days"},{"id":"bills-list","component":"ListBlock","variant":"number","items":["bill-1","bill-2","bill-3"]},{"id":"bill-1","component":"ListItem","title":"Travel Rewards Credit","subtitle":"Due Sep 4 • Minimum $65.00","actionLabel":"Pay"},{"id":"bill-2","component":"ListItem","title":"Electricity","subtitle":"Due Sep 6 • Estimated $94.20","actionLabel":"Pay"},{"id":"bill-3","component":"ListItem","title":"Internet","subtitle":"Due Sep 11 • $79.99","actionLabel":"Pay"},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","statement-control","transactions-table","dispute-note"]},{"id":"transactions-header","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across your accounts"},{"id":"statement-control","component":"FormControl","label":"Statement period","hint":"Choose the period shown in your activity.","input":"statement-period"},{"id":"statement-period","component":"Select","name":"statement-period","placeholder":"Select a statement period","value":"aug-2026","items":["period-aug","period-jul","period-jun"]},{"id":"period-aug","component":"SelectItem","value":"aug-2026","label":"Aug 1–31, 2026"},{"id":"period-jul","component":"SelectItem","value":"jul-2026","label":"Jul 1–31, 2026"},{"id":"period-jun","component":"SelectItem","value":"jun-2026","label":"Jun 1–30, 2026"},{"id":"transactions-table","component":"Table","columns":["merchant-col","date-col","transaction-account-col","amount-col"]},{"id":"merchant-col","component":"Col","label":"Merchant","type":"string","data":["Whole Foods Market","Metro Transit","Netflix","Payroll Deposit","Skyline Airlines"]},{"id":"date-col","component":"Col","label":"Date","type":"string","data":["Aug 18","Aug 17","Aug 16","Aug 15","Aug 14"]},{"id":"transaction-account-col","component":"Col","label":"Account","type":"string","data":["Travel Rewards Credit","Everyday Checking","Travel Rewards Credit","Everyday Checking","Travel Rewards Credit"]},{"id":"amount-col","component":"Col","label":"Amount","type":"string","data":["-$86.42","-$2.75","-$15.49","+$2,850.00","-$428.60"]},{"id":"dispute-note","component":"Alert","title":"See a charge you don’t recognize?","description":"Use the dispute option below to report a transaction.","variant":"info"},{"id":"actions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["actions-header","transfer-form","action-separator","settings-row"]},{"id":"actions-header","component":"CardHeader","title":"Quick actions","subtitle":"Move money, manage alerts, or get help with a charge"},{"id":"transfer-form","component":"Form","name":"move-money","fields":["from-control","to-control","amount-control"],"buttons":"transfer-buttons"},{"id":"from-control","component":"FormControl","label":"From","input":"from-account"},{"id":"from-account","component":"Select","name":"from-account","placeholder":"Choose an account","items":["from-checking","from-savings","from-credit"]},{"id":"from-checking","component":"SelectItem","value":"checking","label":"Everyday Checking • $4,280.45"},{"id":"from-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings • $12,640.00"},{"id":"from-credit","component":"SelectItem","value":"credit","label":"Travel Rewards Credit • -$1,248.32"},{"id":"to-control","component":"FormControl","label":"To","input":"to-account"},{"id":"to-account","component":"Select","name":"to-account","placeholder":"Choose an account","items":["to-checking","to-savings","to-credit"]},{"id":"to-checking","component":"SelectItem","value":"checking","label":"Everyday Checking • $4,280.45"},{"id":"to-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings • $12,640.00"},{"id":"to-credit","component":"SelectItem","value":"credit","label":"Travel Rewards Credit • -$1,248.32"},{"id":"amount-control","component":"FormControl","label":"Amount","hint":"Enter the amount you want to transfer.","input":"transfer-amount"},{"id":"transfer-amount","component":"Input","name":"transfer-amount","placeholder":"0.00","type":"number"},{"id":"transfer-buttons","component":"Buttons","direction":"row","buttons":["transfer-button"]},{"id":"transfer-button","component":"Button","label":"Move money","variant":"primary","size":"medium"},{"id":"action-separator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"settings-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["alert-settings","dispute-transaction"]},{"id":"alert-settings","component":"DrawerBlock","triggerLabel":"Manage alerts","title":"Alert preferences","description":"Choose the account activity that should notify you.","content":["alert-switches"]},{"id":"alert-switches","component":"SwitchGroup","name":"alert-preferences","variant":"clear","items":["alert-large-purchase","alert-low-balance","alert-bill-due","alert-card-activity"]},{"id":"alert-large-purchase","component":"SwitchItem","name":"large-purchase","label":"Large purchases","description":"Notify me about purchases over $250.","defaultChecked":true},{"id":"alert-low-balance","component":"SwitchItem","name":"low-balance","label":"Low checking balance","description":"Notify me when checking falls below $500.","defaultChecked":true},{"id":"alert-bill-due","component":"SwitchItem","name":"bill-due","label":"Bills due","description":"Remind me three days before a bill is due.","defaultChecked":true},{"id":"alert-card-activity","component":"SwitchItem","name":"card-activity","label":"Credit card activity","description":"Notify me about every new card purchase.","defaultChecked":false},{"id":"dispute-transaction","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Start a transaction dispute","description":"Choose the transaction and tell us what happened.","triggerVariant":"outline","content":["dispute-transaction-control","dispute-reason-control","dispute-submit-buttons"]},{"id":"dispute-transaction-control","component":"FormControl","label":"Transaction","input":"dispute-transaction-select"},{"id":"dispute-transaction-select","component":"Select","name":"dispute-transaction","placeholder":"Choose a transaction","items":["dispute-whole-foods","dispute-metro","dispute-netflix","dispute-airlines"]},{"id":"dispute-whole-foods","component":"SelectItem","value":"whole-foods","label":"Whole Foods Market • Aug 18 • $86.42"},{"id":"dispute-metro","component":"SelectItem","value":"metro","label":"Metro Transit • Aug 17 • $2.75"},{"id":"dispute-netflix","component":"SelectItem","value":"netflix","label":"Netflix • Aug 16 • $15.49"},{"id":"dispute-airlines","component":"SelectItem","value":"airlines","label":"Skyline Airlines • Aug 14 • $428.60"},{"id":"dispute-reason-control","component":"FormControl","label":"What happened?","input":"dispute-reason"},{"id":"dispute-reason","component":"TextArea","name":"dispute-reason","placeholder":"Describe the issue with this transaction.","rows":4},{"id":"dispute-submit-buttons","component":"Buttons","direction":"row","buttons":["dispute-submit"]},{"id":"dispute-submit","component":"Button","label":"Submit dispute","variant":"primary","size":"medium"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r3.txt
new file mode 100644
index 000000000..49dc5d86e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1769AA","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","balances","overviewRow","transactionsCard","toolsCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Alex","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Here’s your financial snapshot for this month.","size":"default"},{"id":"balances","component":"Card","variant":"card","direction":"column","gap":"m","children":["balancesHeader","balancesRow"]},{"id":"balancesHeader","component":"CardHeader","title":"Account balances","subtitle":"Available balances as of today"},{"id":"balancesRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["checkingBalance","savingsBalance","creditBalance"]},{"id":"checkingBalance","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["checkingLabel","checkingAmount"]},{"id":"checkingLabel","component":"TextContent","text":"Checking •••• 4821","size":"small"},{"id":"checkingAmount","component":"Heading","text":"$4,286.19","level":"h3"},{"id":"savingsBalance","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["savingsLabel","savingsAmount"]},{"id":"savingsLabel","component":"TextContent","text":"Savings •••• 1098","size":"small"},{"id":"savingsAmount","component":"Heading","text":"$12,640.00","level":"h3"},{"id":"creditBalance","component":"Card","variant":"sunk","direction":"column","gap":"xs","children":["creditLabel","creditAmount","creditDetail"]},{"id":"creditLabel","component":"TextContent","text":"Credit line •••• 7734","size":"small"},{"id":"creditAmount","component":"Heading","text":"-$1,248.67","level":"h3"},{"id":"creditDetail","component":"TextContent","text":"$6,751.33 available","size":"small"},{"id":"overviewRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["spendingCard","goalCard","creditScoreCard","billsCard"]},{"id":"spendingCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["spendingHeader","spendingChart"]},{"id":"spendingHeader","component":"CardHeader","title":"Spending this month","subtitle":"$2,184.53 across categories"},{"id":"spendingChart","component":"PieChart","labels":["Housing","Food & dining","Transportation","Shopping","Other"],"values":[980,462,286,274,182],"variant":"donut","appearance":"circular"},{"id":"goalCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["goalHeader","goalProgress","goalDetail"]},{"id":"goalHeader","component":"CardHeader","title":"Vacation fund","subtitle":"Goal: $5,000 by July"},{"id":"goalProgress","component":"Progress","value":68,"label":"$3,400 saved • 68%"},{"id":"goalDetail","component":"TextContent","text":"$1,600 left to reach your goal.","size":"small"},{"id":"creditScoreCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["scoreHeader","scoreValue","scoreBadge","scoreDetail"]},{"id":"scoreHeader","component":"CardHeader","title":"Credit score","subtitle":"Updated today"},{"id":"scoreValue","component":"Heading","text":"742","level":"h2"},{"id":"scoreBadge","component":"Badge","text":"Very good","variant":"secondary"},{"id":"scoreDetail","component":"TextContent","text":"Up 8 points since last month.","size":"small"},{"id":"billsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["billsHeader","billsList"]},{"id":"billsHeader","component":"CardHeader","title":"Bills due soon","subtitle":"Next 10 days"},{"id":"billsList","component":"ListBlock","variant":"number","items":["bill1","bill2","bill3"]},{"id":"bill1","component":"ListItem","title":"Electricity","subtitle":"Due May 18 • $86.42"},{"id":"bill2","component":"ListItem","title":"Internet","subtitle":"Due May 21 • $65.00"},{"id":"bill3","component":"ListItem","title":"Credit card payment","subtitle":"Due May 25 • Minimum $75.00"},{"id":"transactionsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactionsHeader","statementPeriod","transactionsTable","disputeButton"]},{"id":"transactionsHeader","component":"CardHeader","title":"Recent transactions","subtitle":"Latest activity across your accounts"},{"id":"statementPeriod","component":"Select","name":"statement-period","placeholder":"Choose statement period","value":"may-2026","items":["periodMay","periodApr","periodMar"]},{"id":"periodMay","component":"SelectItem","value":"may-2026","label":"May 1–31, 2026"},{"id":"periodApr","component":"SelectItem","value":"apr-2026","label":"April 1–30, 2026"},{"id":"periodMar","component":"SelectItem","value":"mar-2026","label":"March 1–31, 2026"},{"id":"transactionsTable","component":"Table","columns":["merchantCol","accountCol","dateCol","amountCol"]},{"id":"merchantCol","component":"Col","label":"Merchant","type":"string","data":["Fresh Market","Metro Transit","StreamFlix","Harbor Coffee","Payroll Deposit"]},{"id":"accountCol","component":"Col","label":"Account","type":"string","data":["Checking","Checking","Credit line","Checking","Checking"]},{"id":"dateCol","component":"Col","label":"Date","type":"string","data":["May 14","May 13","May 12","May 12","May 10"]},{"id":"amountCol","component":"Col","label":"Amount","type":"number","data":[-84.27,-2.75,-15.99,-6.45,2450]},{"id":"disputeButton","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Dispute a transaction","description":"Select the transaction you want us to review.","triggerVariant":"outline","content":["disputeText","disputeSelect","disputeReason","submitDispute"]},{"id":"disputeText","component":"TextContent","text":"We’ll help you report an unfamiliar or incorrect charge.","size":"small"},{"id":"disputeSelect","component":"Select","name":"transaction-to-dispute","placeholder":"Select a recent transaction","items":["disputeFresh","disputeTransit","disputeStream"]},{"id":"disputeFresh","component":"SelectItem","value":"fresh-market-may14","label":"Fresh Market — $84.27"},{"id":"disputeTransit","component":"SelectItem","value":"metro-transit-may13","label":"Metro Transit — $2.75"},{"id":"disputeStream","component":"SelectItem","value":"streamflix-may12","label":"StreamFlix — $15.99"},{"id":"disputeReason","component":"TextArea","name":"dispute-reason","placeholder":"Tell us what happened","rows":3},{"id":"submitDispute","component":"Button","label":"Start dispute","variant":"primary"},{"id":"toolsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["toolsHeader","transferForm","toolsSeparator","freezeCard","alertsCard"]},{"id":"toolsHeader","component":"CardHeader","title":"Quick actions","subtitle":"Manage your money and account preferences"},{"id":"transferForm","component":"Form","name":"move-money","fields":["fromControl","toControl","amountControl"],"buttons":"transferButtons"},{"id":"fromControl","component":"FormControl","label":"From","input":"fromAccount"},{"id":"fromAccount","component":"Select","name":"from-account","items":["fromChecking","fromSavings"]},{"id":"fromChecking","component":"SelectItem","value":"checking","label":"Checking •••• 4821 — $4,286.19"},{"id":"fromSavings","component":"SelectItem","value":"savings","label":"Savings •••• 1098 — $12,640.00"},{"id":"toControl","component":"FormControl","label":"To","input":"toAccount"},{"id":"toAccount","component":"Select","name":"to-account","items":["toChecking","toSavings","toCredit"]},{"id":"toChecking","component":"SelectItem","value":"checking","label":"Checking •••• 4821"},{"id":"toSavings","component":"SelectItem","value":"savings","label":"Savings •••• 1098"},{"id":"toCredit","component":"SelectItem","value":"credit","label":"Credit line •••• 7734"},{"id":"amountControl","component":"FormControl","label":"Amount","hint":"Enter the amount you want to move.","input":"transferAmount"},{"id":"transferAmount","component":"Input","name":"transfer-amount","placeholder":"0.00","type":"number"},{"id":"transferButtons","component":"Buttons","direction":"row","buttons":["transferButton"]},{"id":"transferButton","component":"Button","label":"Move money","variant":"primary"},{"id":"toolsSeparator","component":"Separator","orientation":"horizontal","decorative":true},{"id":"freezeCard","component":"Card","variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","children":["freezeText","freezeSwitch"]},{"id":"freezeText","component":"CardHeader","title":"Freeze credit line","subtitle":"Temporarily block new purchases and cash advances."},{"id":"freezeSwitch","component":"SwitchGroup","name":"freeze-credit-line","variant":"clear","items":["freezeSwitchItem"]},{"id":"freezeSwitchItem","component":"SwitchItem","name":"freeze-credit-line-toggle","label":"Freeze credit line","description":"New transactions will be declined.","defaultChecked":false},{"id":"alertsCard","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["alertsHeader","alertsGroup"]},{"id":"alertsHeader","component":"CardHeader","title":"Alert triggers","subtitle":"Choose which activity should notify you."},{"id":"alertsGroup","component":"SwitchGroup","name":"alert-preferences","variant":"clear","items":["alertLargePurchase","alertLowBalance","alertBillDue","alertCreditActivity"]},{"id":"alertLargePurchase","component":"SwitchItem","name":"large-purchase-alert","label":"Large purchases","description":"Notify me for card purchases over $100.","defaultChecked":true},{"id":"alertLowBalance","component":"SwitchItem","name":"low-balance-alert","label":"Low checking balance","description":"Notify me when checking falls below $250.","defaultChecked":true},{"id":"alertBillDue","component":"SwitchItem","name":"bill-due-alert","label":"Upcoming bills","description":"Notify me three days before a bill is due.","defaultChecked":true},{"id":"alertCreditActivity","component":"SwitchItem","name":"credit-activity-alert","label":"Credit activity","description":"Notify me about new credit line activity.","defaultChecked":true}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r4.txt
new file mode 100644
index 000000000..739109f99
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-bank__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"personal-banking-home","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1B5E8C","agentDisplayName":"Personal Banking"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"personal-banking-home","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","balances-card","overview-row","transactions-card","spending-card","bills-card","transfer-card","credit-card","settings-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Good morning, Alex","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Here’s your financial snapshot for August.","size":"default"},{"id":"balances-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["balances-header","balances-table"]},{"id":"balances-header","component":"CardHeader","title":"Your balances","subtitle":"Available balances as of today"},{"id":"balances-table","component":"Table","columns":["account-col","balance-col","status-col"]},{"id":"account-col","component":"Col","label":"Account","data":["Everyday Checking ••4821","High-Yield Savings ••9014","Rewards Credit Card ••1138"],"type":"string"},{"id":"balance-col","component":"Col","label":"Balance","data":["$4,280.65","$12,450.00","-$1,284.39"],"type":"string"},{"id":"status-col","component":"Col","label":"Available","data":["$4,280.65","$12,450.00","$4,715.61 credit"],"type":"string"},{"id":"overview-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["goal-card","score-card"]},{"id":"goal-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["goal-header","goal-progress","goal-detail"],"weight":1},{"id":"goal-header","component":"CardHeader","title":"Vacation fund","subtitle":"Goal: $5,000 by June 2027"},{"id":"goal-progress","component":"Progress","value":62,"label":"$3,100 saved • 62%"},{"id":"goal-detail","component":"TextContent","text":"You’re $1,900 away from your goal.","size":"small"},{"id":"score-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["score-header","score-value","score-badge","score-detail"],"weight":1},{"id":"score-header","component":"CardHeader","title":"Credit score","subtitle":"Updated August 18, 2026"},{"id":"score-value","component":"Heading","text":"742","level":"h2"},{"id":"score-badge","component":"Badge","text":"Good","variant":"secondary"},{"id":"score-detail","component":"TextContent","text":"Up 8 points since last month.","size":"small"},{"id":"transactions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transactions-header","transactions-table","dispute-button"]},{"id":"transactions-header","component":"CardHeader","title":"Recent transactions","subtitle":"Select a transaction to review or dispute it"},{"id":"transactions-table","component":"Table","columns":["merchant-col","date-col","transaction-account-col","amount-col"]},{"id":"merchant-col","component":"Col","label":"Merchant","data":["Green Market","Metro Transit","StreamFlix","Harbor Coffee","Payroll Deposit"],"type":"string"},{"id":"date-col","component":"Col","label":"Date","data":["Aug 17","Aug 16","Aug 15","Aug 14","Aug 13"],"type":"string"},{"id":"transaction-account-col","component":"Col","label":"Account","data":["Checking","Checking","Credit Card","Checking","Checking"],"type":"string"},{"id":"amount-col","component":"Col","label":"Amount","data":["-$64.28","-$12.50","-$18.99","-$6.75","+$2,850.00"],"type":"string"},{"id":"dispute-button","component":"DialogBlock","triggerLabel":"Dispute a transaction","title":"Dispute a transaction","description":"Choose the transaction you want us to review.","triggerVariant":"outline","content":["dispute-instructions","dispute-select","dispute-submit"]},{"id":"dispute-instructions","component":"TextContent","text":"If you don’t recognize a charge, submit a dispute and we’ll guide you through the next steps.","size":"small"},{"id":"dispute-select","component":"Select","name":"transaction-to-dispute","placeholder":"Choose a recent transaction","items":["dispute-option-1","dispute-option-2","dispute-option-3","dispute-option-4"]},{"id":"dispute-option-1","component":"SelectItem","value":"green-market","label":"Green Market — $64.28"},{"id":"dispute-option-2","component":"SelectItem","value":"metro-transit","label":"Metro Transit — $12.50"},{"id":"dispute-option-3","component":"SelectItem","value":"streamflix","label":"StreamFlix — $18.99"},{"id":"dispute-option-4","component":"SelectItem","value":"harbor-coffee","label":"Harbor Coffee — $6.75"},{"id":"dispute-submit","component":"Button","label":"Start dispute","variant":"primary"},{"id":"spending-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["spending-header","spending-chart","spending-note"]},{"id":"spending-header","component":"CardHeader","title":"Spending this month","subtitle":"$1,486.72 spent across categories"},{"id":"spending-chart","component":"PieChart","labels":["Housing","Groceries","Dining","Transport","Entertainment","Other"],"values":[680,264,186,142,96,118],"variant":"donut","appearance":"circular"},{"id":"spending-note","component":"TextContent","text":"Housing represents 46% of your spending this month.","size":"small"},{"id":"bills-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["bills-header","bills-table","bills-callout"]},{"id":"bills-header","component":"CardHeader","title":"Bills due soon","subtitle":"Upcoming payments in the next 14 days"},{"id":"bills-table","component":"Table","columns":["bill-col","due-col","bill-amount-col","bill-status-col"]},{"id":"bill-col","component":"Col","label":"Bill","data":["Internet service","Rewards Credit Card","Electric utility"],"type":"string"},{"id":"due-col","component":"Col","label":"Due","data":["Aug 21","Aug 24","Aug 29"],"type":"string"},{"id":"bill-amount-col","component":"Col","label":"Amount","data":["$65.00","$125.00 minimum","$84.17"],"type":"string"},{"id":"bill-status-col","component":"Col","label":"Status","data":["Scheduled","Payment needed","Autopay"],"type":"string"},{"id":"bills-callout","component":"Callout","variant":"warning","title":"Credit card payment due in 6 days","description":"Make at least the $125.00 minimum payment by August 24 to avoid a late fee."},{"id":"transfer-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["transfer-header","transfer-form"]},{"id":"transfer-header","component":"CardHeader","title":"Move money","subtitle":"Transfer between your accounts"},{"id":"transfer-form","component":"Form","name":"account-transfer","fields":["from-control","to-control","amount-control"],"buttons":"transfer-buttons"},{"id":"from-control","component":"FormControl","label":"From","input":"from-select"},{"id":"from-select","component":"Select","name":"transfer-from","placeholder":"Choose an account","items":["from-checking","from-savings"]},{"id":"from-checking","component":"SelectItem","value":"checking","label":"Everyday Checking — $4,280.65"},{"id":"from-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings — $12,450.00"},{"id":"to-control","component":"FormControl","label":"To","input":"to-select"},{"id":"to-select","component":"Select","name":"transfer-to","placeholder":"Choose an account","items":["to-checking","to-savings","to-credit"]},{"id":"to-checking","component":"SelectItem","value":"checking","label":"Everyday Checking"},{"id":"to-savings","component":"SelectItem","value":"savings","label":"High-Yield Savings"},{"id":"to-credit","component":"SelectItem","value":"credit","label":"Rewards Credit Card"},{"id":"amount-control","component":"FormControl","label":"Amount","input":"transfer-amount","hint":"Transfers are available immediately between eligible accounts."},{"id":"transfer-amount","component":"Input","name":"transfer-amount","type":"number","placeholder":"0.00"},{"id":"transfer-buttons","component":"Buttons","direction":"row","buttons":["review-transfer-button"]},{"id":"review-transfer-button","component":"Button","label":"Review transfer","variant":"primary"},{"id":"credit-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["credit-header","credit-details","statement-control","freeze-control"]},{"id":"credit-header","component":"CardHeader","title":"Credit card controls","subtitle":"Rewards Credit Card ••1138"},{"id":"credit-details","component":"TextContent","text":"Current balance: **$1,284.39**  \nAvailable credit: **$4,715.61**","size":"default"},{"id":"statement-control","component":"FormControl","label":"Statement period","input":"statement-picker","hint":"Choose a period to view statements and activity."},{"id":"statement-picker","component":"Select","name":"statement-period","value":"aug-2026","items":["statement-aug","statement-jul","statement-jun"]},{"id":"statement-aug","component":"SelectItem","value":"aug-2026","label":"August 2026 (current)"},{"id":"statement-jul","component":"SelectItem","value":"jul-2026","label":"July 2026"},{"id":"statement-jun","component":"SelectItem","value":"jun-2026","label":"June 2026"},{"id":"freeze-control","component":"AlertDialogBlock","triggerLabel":"Freeze credit line","title":"Freeze your credit line?","description":"New purchases and cash advances will be declined until you unfreeze your card. Recurring payments may still process.","confirmLabel":"Freeze line","cancelLabel":"Keep active","triggerVariant":"destructive"},{"id":"settings-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["settings-header","alerts-form"]},{"id":"settings-header","component":"CardHeader","title":"Alert preferences","subtitle":"Choose which account activity should notify you"},{"id":"alerts-form","component":"Form","name":"alert-preferences","fields":["alerts-control"],"buttons":"alerts-buttons"},{"id":"alerts-control","component":"FormControl","label":"Notify me about","input":"alert-switches","hint":"You can change these preferences at any time."},{"id":"alert-switches","component":"SwitchGroup","name":"alert-triggers","variant":"clear","items":["alert-large-purchase","alert-low-balance","alert-bill-due","alert-deposit","alert-card-activity"]},{"id":"alert-large-purchase","component":"SwitchItem","name":"large-purchases","label":"Large purchases","description":"Card purchases over $100","defaultChecked":true},{"id":"alert-low-balance","component":"SwitchItem","name":"low-balance","label":"Low checking balance","description":"When checking drops below $250","defaultChecked":true},{"id":"alert-bill-due","component":"SwitchItem","name":"bill-due","label":"Bills due soon","description":"Three days before a scheduled due date","defaultChecked":true},{"id":"alert-deposit","component":"SwitchItem","name":"deposits","label":"Deposits received","description":"When money arrives in your account","defaultChecked":false},{"id":"alert-card-activity","component":"SwitchItem","name":"card-activity","label":"All card activity","description":"Every approved or declined card transaction","defaultChecked":false},{"id":"alerts-buttons","component":"Buttons","direction":"row","buttons":["save-alerts-button"]},{"id":"save-alerts-button","component":"Button","label":"Save alert preferences","variant":"primary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r1.txt
new file mode 100644
index 000000000..ceededea8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r1.txt
@@ -0,0 +1,648 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "creator-cross-platform-studio",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "Creator Studio"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "creator-cross-platform-studio",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xl",
+        "children": [
+          "studio-header",
+          "platform-filter-card",
+          "overview-card",
+          "performance-card",
+          "best-posts-card",
+          "audience-card",
+          "schedule-card",
+          "inbox-card",
+          "earnings-card",
+          "collaborations-card",
+          "composer-card"
+        ]
+      },
+      {
+        "id": "studio-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "studio-title",
+          "studio-subtitle"
+        ]
+      },
+      {
+        "id": "studio-title",
+        "component": "Heading",
+        "text": "Creator Studio",
+        "level": "h1"
+      },
+      {
+        "id": "studio-subtitle",
+        "component": "TextContent",
+        "text": "Your cross-platform command center · August 1–18, 2026",
+        "size": "default"
+      },
+      {
+        "id": "platform-filter-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "platform-filter-label",
+          "platform-filter"
+        ]
+      },
+      {
+        "id": "platform-filter-label",
+        "component": "TextContent",
+        "text": "View performance by platform",
+        "size": "small-heavy"
+      },
+      {
+        "id": "platform-filter",
+        "component": "Select",
+        "name": "platform_filter",
+        "placeholder": "All platforms",
+        "value": "all",
+        "items": [
+          "platform-all",
+          "platform-instagram",
+          "platform-tiktok",
+          "platform-youtube",
+          "platform-x"
+        ]
+      },
+      {
+        "id": "platform-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All platforms"
+      },
+      {
+        "id": "platform-instagram",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "Instagram"
+      },
+      {
+        "id": "platform-tiktok",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "TikTok"
+      },
+      {
+        "id": "platform-youtube",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "YouTube"
+      },
+      {
+        "id": "platform-x",
+        "component": "SelectItem",
+        "value": "x",
+        "label": "X"
+      },
+      {
+        "id": "overview-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "overview-heading",
+          "followers-total",
+          "followers-growth",
+          "engagement-rate",
+          "best-hour"
+        ]
+      },
+      {
+        "id": "overview-heading",
+        "component": "CardHeader",
+        "title": "Monthly overview",
+        "subtitle": "Across all connected accounts"
+      },
+      {
+        "id": "followers-total",
+        "component": "TextContent",
+        "text": "**128,450 followers**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "followers-growth",
+        "component": "TextCallout",
+        "variant": "success",
+        "title": "+8,240 followers this month",
+        "description": "Up 6.9% compared with the previous 30 days."
+      },
+      {
+        "id": "engagement-rate",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "5.8% engagement rate",
+        "description": "0.7 percentage points above your recent average."
+      },
+      {
+        "id": "best-hour",
+        "component": "TextCallout",
+        "variant": "neutral",
+        "title": "Best time to post: Thursday at 7:00 PM",
+        "description": "Historical posts published then earn 24% more engagement."
+      },
+      {
+        "id": "performance-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "performance-heading",
+          "engagement-chart",
+          "engagement-series"
+        ]
+      },
+      {
+        "id": "performance-heading",
+        "component": "CardHeader",
+        "title": "Engagement trend",
+        "subtitle": "Daily engagement rate over the past month"
+      },
+      {
+        "id": "engagement-chart",
+        "component": "LineChart",
+        "labels": [
+          "Jul 20",
+          "Jul 25",
+          "Jul 30",
+          "Aug 4",
+          "Aug 9",
+          "Aug 14",
+          "Aug 18"
+        ],
+        "series": [
+          "engagement-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Date",
+        "yLabel": "Engagement rate (%)"
+      },
+      {
+        "id": "engagement-series",
+        "component": "Series",
+        "category": "Engagement rate",
+        "values": [
+          4.4,
+          4.9,
+          5.1,
+          5.7,
+          5.3,
+          6.2,
+          5.8
+        ]
+      },
+      {
+        "id": "best-posts-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "best-posts-heading",
+          "best-posts-list"
+        ]
+      },
+      {
+        "id": "best-posts-heading",
+        "component": "CardHeader",
+        "title": "Best posts this month",
+        "subtitle": "Ranked by reach"
+      },
+      {
+        "id": "best-posts-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "best-post-1",
+          "best-post-2",
+          "best-post-3"
+        ]
+      },
+      {
+        "id": "best-post-1",
+        "component": "ListItem",
+        "title": "Behind the scenes: studio makeover",
+        "subtitle": "TikTok · 482K reach · 11.2% engagement",
+        "actionLabel": "View post"
+      },
+      {
+        "id": "best-post-2",
+        "component": "ListItem",
+        "title": "My 5-minute creative reset",
+        "subtitle": "Instagram Reel · 361K reach · 9.6% engagement",
+        "actionLabel": "View post"
+      },
+      {
+        "id": "best-post-3",
+        "component": "ListItem",
+        "title": "How I plan content in one hour",
+        "subtitle": "YouTube Short · 294K reach · 8.4% engagement",
+        "actionLabel": "View post"
+      },
+      {
+        "id": "audience-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "audience-heading",
+          "audience-chart",
+          "audience-platform-tags"
+        ]
+      },
+      {
+        "id": "audience-heading",
+        "component": "CardHeader",
+        "title": "Audience split by platform",
+        "subtitle": "Share of your total follower base"
+      },
+      {
+        "id": "audience-chart",
+        "component": "PieChart",
+        "labels": [
+          "Instagram",
+          "TikTok",
+          "YouTube",
+          "X"
+        ],
+        "values": [
+          44,
+          31,
+          18,
+          7
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "audience-platform-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Instagram 56.5K",
+          "TikTok 39.8K",
+          "YouTube 23.1K",
+          "X 9.0K"
+        ]
+      },
+      {
+        "id": "schedule-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "schedule-heading",
+          "scheduled-list"
+        ]
+      },
+      {
+        "id": "schedule-heading",
+        "component": "CardHeader",
+        "title": "Scheduled this week",
+        "subtitle": "4 posts queued across your channels"
+      },
+      {
+        "id": "scheduled-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "scheduled-post-1",
+          "scheduled-post-2",
+          "scheduled-post-3",
+          "scheduled-post-4"
+        ]
+      },
+      {
+        "id": "scheduled-post-1",
+        "component": "ListItem",
+        "title": "Monday · 6:30 PM",
+        "subtitle": "Instagram · Carousel: “3 editing shortcuts”",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "scheduled-post-2",
+        "component": "ListItem",
+        "title": "Wednesday · 12:00 PM",
+        "subtitle": "YouTube · Short: “Creator desk essentials”",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "scheduled-post-3",
+        "component": "ListItem",
+        "title": "Thursday · 7:00 PM",
+        "subtitle": "TikTok · Video: “Weekly creative recap”",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "scheduled-post-4",
+        "component": "ListItem",
+        "title": "Saturday · 10:00 AM",
+        "subtitle": "X · Thread: “What I learned this month”",
+        "actionLabel": "Edit"
+      },
+      {
+        "id": "inbox-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "inbox-heading",
+          "comments-alert",
+          "comments-list"
+        ]
+      },
+      {
+        "id": "inbox-heading",
+        "component": "CardHeader",
+        "title": "Community inbox",
+        "subtitle": "Conversations that need your attention"
+      },
+      {
+        "id": "comments-alert",
+        "component": "Alert",
+        "title": "18 comments waiting for a reply",
+        "description": "6 are from the last 24 hours. Reply soon to keep the conversation going.",
+        "variant": "warning"
+      },
+      {
+        "id": "comments-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "comment-1",
+          "comment-2",
+          "comment-3"
+        ]
+      },
+      {
+        "id": "comment-1",
+        "component": "ListItem",
+        "title": "@mariacreates · Instagram",
+        "subtitle": "“Which camera lens did you use for this?”",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "comment-2",
+        "component": "ListItem",
+        "title": "@julesfilms · TikTok",
+        "subtitle": "“Could you make a tutorial on your color grade?”",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "comment-3",
+        "component": "ListItem",
+        "title": "@samdesigns · YouTube",
+        "subtitle": "“This helped me finally organize my workflow!”",
+        "actionLabel": "Reply"
+      },
+      {
+        "id": "earnings-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "earnings-heading",
+          "earnings-total",
+          "earnings-progress",
+          "earnings-note"
+        ]
+      },
+      {
+        "id": "earnings-heading",
+        "component": "CardHeader",
+        "title": "Earnings this month",
+        "subtitle": "Brand deals, affiliate revenue, and platform payouts"
+      },
+      {
+        "id": "earnings-total",
+        "component": "TextContent",
+        "text": "**$6,840 earned**",
+        "size": "large-heavy"
+      },
+      {
+        "id": "earnings-progress",
+        "component": "Progress",
+        "value": 76,
+        "label": "$6,840 of your $9,000 monthly goal"
+      },
+      {
+        "id": "earnings-note",
+        "component": "TextCallout",
+        "variant": "success",
+        "title": "+18% versus last month",
+        "description": "$1,240 is expected from confirmed campaigns still in progress."
+      },
+      {
+        "id": "collaborations-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "collaborations-heading",
+          "collaboration-alert",
+          "collaborations-list"
+        ]
+      },
+      {
+        "id": "collaborations-heading",
+        "component": "CardHeader",
+        "title": "Collaboration requests",
+        "subtitle": "Review new partnership opportunities"
+      },
+      {
+        "id": "collaboration-alert",
+        "component": "Alert",
+        "title": "3 requests pending",
+        "description": "Two proposals need a response before Friday.",
+        "variant": "info"
+      },
+      {
+        "id": "collaborations-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "collaboration-1",
+          "collaboration-2",
+          "collaboration-3"
+        ]
+      },
+      {
+        "id": "collaboration-1",
+        "component": "ListItem",
+        "title": "LumaSkin · Sponsored Instagram Reel",
+        "subtitle": "$1,800 offer · Response due Thursday",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "collaboration-2",
+        "component": "ListItem",
+        "title": "FrameLab · YouTube integration",
+        "subtitle": "$2,400 offer · Response due Friday",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "collaboration-3",
+        "component": "ListItem",
+        "title": "Notion Templates · Affiliate campaign",
+        "subtitle": "15% commission · No deadline",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "composer-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "composer-heading",
+          "post-form"
+        ]
+      },
+      {
+        "id": "composer-heading",
+        "component": "CardHeader",
+        "title": "Schedule a post",
+        "subtitle": "Create once, then publish to the right channel at the right time."
+      },
+      {
+        "id": "post-form",
+        "component": "Form",
+        "name": "schedule_post",
+        "fields": [
+          "post-platform-control",
+          "post-caption-control",
+          "post-time-control"
+        ],
+        "buttons": "post-form-buttons"
+      },
+      {
+        "id": "post-platform-control",
+        "component": "FormControl",
+        "label": "Platform",
+        "hint": "Choose where this post will publish.",
+        "input": "post-platform"
+      },
+      {
+        "id": "post-platform",
+        "component": "Select",
+        "name": "post_platform",
+        "placeholder": "Select a platform",
+        "items": [
+          "post-instagram",
+          "post-tiktok",
+          "post-youtube",
+          "post-x"
+        ]
+      },
+      {
+        "id": "post-instagram",
+        "component": "SelectItem",
+        "value": "instagram",
+        "label": "Instagram"
+      },
+      {
+        "id": "post-tiktok",
+        "component": "SelectItem",
+        "value": "tiktok",
+        "label": "TikTok"
+      },
+      {
+        "id": "post-youtube",
+        "component": "SelectItem",
+        "value": "youtube",
+        "label": "YouTube"
+      },
+      {
+        "id": "post-x",
+        "component": "SelectItem",
+        "value": "x",
+        "label": "X"
+      },
+      {
+        "id": "post-caption-control",
+        "component": "FormControl",
+        "label": "Caption",
+        "hint": "Add your copy, hashtags, and call to action.",
+        "input": "post-caption"
+      },
+      {
+        "id": "post-caption",
+        "component": "TextArea",
+        "name": "caption",
+        "placeholder": "Write your caption…",
+        "rows": 5
+      },
+      {
+        "id": "post-time-control",
+        "component": "FormControl",
+        "label": "Publish time",
+        "hint": "Thursday at 7:00 PM is recommended based on your history.",
+        "input": "post-time"
+      },
+      {
+        "id": "post-time",
+        "component": "Input",
+        "name": "publish_time",
+        "type": "text",
+        "placeholder": "e.g., Thu, Aug 20 at 7:00 PM"
+      },
+      {
+        "id": "post-form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "save-draft-button",
+          "schedule-post-button"
+        ]
+      },
+      {
+        "id": "save-draft-button",
+        "component": "Button",
+        "label": "Save draft",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "schedule-post-button",
+        "component": "Button",
+        "label": "Schedule post",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r2.txt
new file mode 100644
index 000000000..7d56d7ddb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"creator-cross-platform-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"creator-cross-platform-studio","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","platformFilter","overviewRow","performanceRow","contentRow","workflowRow","scheduleCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Creator Studio","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Your cross-platform command center for audience, content, community, and earnings.","size":"default"},{"id":"platformFilter","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"center","children":["filterLabel","platformSelect"]},{"id":"filterLabel","component":"TextContent","text":"View platform","size":"small-heavy"},{"id":"platformSelect","component":"Select","name":"platform","placeholder":"All 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platforms"},{"id":"followersTotal","component":"TextContent","text":"248,620","size":"large-heavy"},{"id":"followersGrowth","component":"Tag","text":"+12.8% this month","variant":"success","size":"md"},{"id":"engagementCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["engagementHeader","engagementValue","engagementNote"]},{"id":"engagementHeader","component":"CardHeader","title":"Engagement rate","subtitle":"Past 30 days"},{"id":"engagementValue","component":"TextContent","text":"6.4%","size":"large-heavy"},{"id":"engagementNote","component":"TextContent","text":"Up 0.9 points from last month","size":"small"},{"id":"earningsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["earningsHeader","earningsValue","earningsNote"]},{"id":"earningsHeader","component":"CardHeader","title":"Earnings this month","subtitle":"Estimated payouts"},{"id":"earningsValue","component":"TextContent","text":"$8,460","size":"large-heavy"},{"id":"earningsNote","component":"Tag","text":"+18% vs. last month","variant":"success","size":"md"},{"id":"performanceRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["bestPostsCard","audienceCard"]},{"id":"bestPostsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["bestPostsHeader","bestPostsTable"]},{"id":"bestPostsHeader","component":"CardHeader","title":"Best posts this month","subtitle":"Ranked by reach"},{"id":"bestPostsTable","component":"Table","columns":["postColumn","platformColumn","reachColumn"]},{"id":"postColumn","component":"Col","label":"Post","type":"string","data":["Behind the scenes: launch day","5 creator tools I use daily","Sunday reset routine"]},{"id":"platformColumn","component":"Col","label":"Platform","type":"string","data":["Instagram Reel","TikTok","YouTube 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19.9K"]},{"id":"contentRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["scheduledCard","bestHourCard","commentsCard"]},{"id":"scheduledCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["scheduledHeader","scheduledList"]},{"id":"scheduledHeader","component":"CardHeader","title":"Scheduled this week","subtitle":"4 posts queued"},{"id":"scheduledList","component":"ListBlock","variant":"number","items":["scheduledOne","scheduledTwo","scheduledThree","scheduledFour"]},{"id":"scheduledOne","component":"ListItem","title":"Productivity desk setup","subtitle":"Mon · 9:00 AM · Instagram Reel","actionLabel":"Edit"},{"id":"scheduledTwo","component":"ListItem","title":"Weekly creator Q&A","subtitle":"Wed · 12:30 PM · TikTok","actionLabel":"Edit"},{"id":"scheduledThree","component":"ListItem","title":"Editing workflow tutorial","subtitle":"Thu · 6:00 PM · YouTube 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Posts published around 6 PM average 28% more engagement.","size":"small"},{"id":"bestHourTag","component":"Tag","text":"Peak window: 5–7 PM","variant":"info","size":"md"},{"id":"commentsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["commentsHeader","commentsCount","commentsDetail","commentsButton"]},{"id":"commentsHeader","component":"CardHeader","title":"Comments waiting","subtitle":"Community inbox"},{"id":"commentsCount","component":"TextContent","text":"23","size":"large-heavy"},{"id":"commentsDetail","component":"TextContent","text":"7 high-priority comments mention a question or collaboration.","size":"small"},{"id":"commentsButton","component":"Button","label":"Open inbox","variant":"secondary","size":"small"},{"id":"workflowRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["collaborationCard","growthCard"]},{"id":"collaborationCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["collabHeader","collabCount","collabDetail","collabButton"]},{"id":"collabHeader","component":"CardHeader","title":"Collaboration requests","subtitle":"Pending review"},{"id":"collabCount","component":"TextContent","text":"5 requests","size":"large-heavy"},{"id":"collabDetail","component":"TextContent","text":"Two brand partnerships have deadlines within the next 48 hours.","size":"small"},{"id":"collabButton","component":"Button","label":"Review requests","variant":"primary","size":"small"},{"id":"growthCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["growthHeader","growthChart","growthSummary"]},{"id":"growthHeader","component":"CardHeader","title":"Follower growth","subtitle":"Past month"},{"id":"growthChart","component":"LineChart","labels":["Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["growthSeries"],"variant":"natural","xLabel":"Date","yLabel":"Followers"},{"id":"growthSeries","component":"Series","category":"Followers","values":[220400,226100,232800,240300,248620]},{"id":"growthSummary","component":"TextContent","text":"Added 28,220 followers in the past 30 days.","size":"small"},{"id":"scheduleCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["scheduleHeader","scheduleForm"]},{"id":"scheduleHeader","component":"CardHeader","title":"Schedule a post","subtitle":"Draft once and choose when it goes live"},{"id":"scheduleForm","component":"Form","name":"schedule-post","fields":["captionControl","schedulePlatformControl","scheduleTimeControl"],"buttons":"scheduleButtons"},{"id":"captionControl","component":"FormControl","label":"Caption","hint":"Add your post copy, hashtags, and call to action.","input":"captionInput"},{"id":"captionInput","component":"TextArea","name":"caption","placeholder":"Write your caption…","rows":4},{"id":"schedulePlatformControl","component":"FormControl","label":"Platform","input":"schedulePlatformSelect"},{"id":"schedulePlatformSelect","component":"Select","name":"schedulePlatform","placeholder":"Choose a platform","items":["scheduleInstagram","scheduleTikTok","scheduleYouTube","scheduleX"]},{"id":"scheduleInstagram","component":"SelectItem","value":"instagram","label":"Instagram"},{"id":"scheduleTikTok","component":"SelectItem","value":"tiktok","label":"TikTok"},{"id":"scheduleYouTube","component":"SelectItem","value":"youtube","label":"YouTube"},{"id":"scheduleX","component":"SelectItem","value":"x","label":"X / Twitter"},{"id":"scheduleTimeControl","component":"FormControl","label":"Publish date and time","hint":"Recommended: Thursday at 6:00 PM.","input":"scheduleDatePicker"},{"id":"scheduleDatePicker","component":"DatePicker","name":"publishDateTime","mode":"single"},{"id":"scheduleButtons","component":"Buttons","direction":"row","buttons":["saveDraftButton","schedulePostButton"]},{"id":"saveDraftButton","component":"Button","label":"Save draft","variant":"secondary","size":"medium"},{"id":"schedulePostButton","component":"Button","label":"Schedule post","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r3.txt
new file mode 100644
index 000000000..db8baac5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"creator-cross-platform-studio","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Creator Studio"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"creator-cross-platform-studio","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","platform-filter","overview-section","performance-section","activity-section","schedule-section"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","level":"h1","text":"Creator Studio"},{"id":"subtitle","component":"TextContent","size":"default","text":"Your cross-platform performance, community, and publishing workspace."},{"id":"platform-filter","component":"FormControl","label":"Viewing platform","hint":"Filter all analytics and activity to a single platform.","input":"platform-select"},{"id":"platform-select","component":"Select","name":"platform","placeholder":"All 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r4.txt
new file mode 100644
index 000000000..3b2cf9d2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-creator__r4.txt
@@ -0,0 +1,7 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r1.txt
new file mode 100644
index 000000000..6cd8ebde5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r1.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r2.txt
new file mode 100644
index 000000000..240d4bbe2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r2.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r3.txt
new file mode 100644
index 000000000..88253574b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r3.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r4.txt
new file mode 100644
index 000000000..5325b4491
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-hospital__r4.txt
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r2.txt
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latest sprint softened due to security remediation and ERP migration blockers.","size":"small"},{"id":"blocked-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["blocked-header","blocked-table"]},{"id":"blocked-header","component":"CardHeader","title":"Blocked work items","subtitle":"Items currently preventing planned progress"},{"id":"blocked-table","component":"Table","columns":["blocked-item-col","blocked-project-col","blocked-owner-col","blocked-since-col","blocked-reason-col"]},{"id":"blocked-item-col","component":"Col","label":"Work item","type":"string","data":["Migrate customer master records","Complete vulnerability remediation","Finalize partner API mapping","Validate field-device offline sync","Provision analytics sandbox"]},{"id":"blocked-project-col","component":"Col","label":"Project","type":"string","data":["ERP Modernization","Security Remediation","CRM Integration","Mobile Field App","Data Platform 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project","items":["archive-project-legacy","archive-project-infrastructure"]},{"id":"archive-project-legacy","component":"SelectItem","value":"legacy-decommission","label":"Legacy Reporting Decommission"},{"id":"archive-project-infrastructure","component":"SelectItem","value":"network-refresh","label":"Network Refresh"},{"id":"archive-confirmation","component":"Alert","variant":"warning","title":"Confirm completion before archiving","description":"Ensure financial closeout, handover, and lessons learned are complete."}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..d66c3df1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r3.txt
@@ -0,0 +1,762 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "PMO Portfolio Review"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "portfolio-summary",
+          "overview-section",
+          "active-projects-section",
+          "delivery-section",
+          "risks-section",
+          "actions-section"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "title-block",
+          "header-actions"
+        ]
+      },
+      {
+        "id": "title-block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Project Portfolio Review",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Q3 2026 • Executive delivery, investment, capacity, and risk view",
+        "size": "default"
+      },
+      {
+        "id": "header-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "quarter-selector",
+          "export-review"
+        ]
+      },
+      {
+        "id": "quarter-selector",
+        "component": "Select",
+        "name": "quarter",
+        "placeholder": "Select quarter",
+        "value": "Q3 2026",
+        "items": [
+          "quarter-q2",
+          "quarter-q3",
+          "quarter-q4"
+        ]
+      },
+      {
+        "id": "quarter-q2",
+        "component": "SelectItem",
+        "value": "Q2 2026",
+        "label": "Q2 2026"
+      },
+      {
+        "id": "quarter-q3",
+        "component": "SelectItem",
+        "value": "Q3 2026",
+        "label": "Q3 2026"
+      },
+      {
+        "id": "quarter-q4",
+        "component": "SelectItem",
+        "value": "Q4 2026",
+        "label": "Q4 2026"
+      },
+      {
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+        "label": "Export review",
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+        ]
+      },
+      {
+        "id": "portfolio-summary",
+        "component": "Alert",
+        "variant": "info",
+        "title": "Portfolio health: Watch",
+        "description": "6 active projects are progressing, but two critical milestones are overdue and capacity is tight in the platform and design teams."
+      },
+      {
+        "id": "overview-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "team-utilization-card",
+          "upcoming-deadlines-card",
+          "overdue-milestones-card"
+        ]
+      },
+      {
+        "id": "team-utilization-card",
+        "component": "Card",
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+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "team-utilization-header",
+          "team-utilization-chart",
+          "team-utilization-note"
+        ]
+      },
+      {
+        "id": "team-utilization-header",
+        "component": "CardHeader",
+        "title": "Team utilization",
+        "subtitle": "Current allocation across delivery teams"
+      },
+      {
+        "id": "team-utilization-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Platform Engineering",
+          "Product Design",
+          "Data & Analytics",
+          "Delivery Operations"
+        ],
+        "series": [
+          "utilization-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Utilization %",
+        "yLabel": "Team"
+      },
+      {
+        "id": "utilization-series",
+        "component": "Series",
+        "category": "Allocated capacity",
+        "values": [
+          96,
+          91,
+          78,
+          84
+        ]
+      },
+      {
+        "id": "team-utilization-note",
+        "component": "TextContent",
+        "text": "Platform Engineering is above the 90% planning threshold.",
+        "size": "small"
+      },
+      {
+        "id": "upcoming-deadlines-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "upcoming-deadlines-header",
+          "upcoming-deadlines-list"
+        ]
+      },
+      {
+        "id": "upcoming-deadlines-header",
+        "component": "CardHeader",
+        "title": "Next 14 days",
+        "subtitle": "Deadlines through September 1"
+      },
+      {
+        "id": "upcoming-deadlines-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "deadline-1",
+          "deadline-2",
+          "deadline-3",
+          "deadline-4"
+        ]
+      },
+      {
+        "id": "deadline-1",
+        "component": "ListItem",
+        "title": "Mobile App Beta",
+        "subtitle": "Aug 21 • Customer Experience",
+        "actionLabel": "View"
+      },
+      {
+        "id": "deadline-2",
+        "component": "ListItem",
+        "title": "Security assessment",
+        "subtitle": "Aug 24 • Cloud Modernization",
+        "actionLabel": "View"
+      },
+      {
+        "id": "deadline-3",
+        "component": "ListItem",
+        "title": "Data migration rehearsal",
+        "subtitle": "Aug 28 • ERP Transformation",
+        "actionLabel": "View"
+      },
+      {
+        "id": "deadline-4",
+        "component": "ListItem",
+        "title": "Pilot launch decision",
+        "subtitle": "Sep 1 • AI Service Desk",
+        "actionLabel": "View"
+      },
+      {
+        "id": "overdue-milestones-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "overdue-header",
+          "overdue-callout",
+          "overdue-list"
+        ]
+      },
+      {
+        "id": "overdue-header",
+        "component": "CardHeader",
+        "title": "Overdue milestones",
+        "subtitle": "Require recovery plans"
+      },
+      {
+        "id": "overdue-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "2 milestones overdue",
+        "description": "Both are affecting dependent delivery dates."
+      },
+      {
+        "id": "overdue-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "overdue-1",
+          "overdue-2"
+        ]
+      },
+      {
+        "id": "overdue-1",
+        "component": "ListItem",
+        "title": "Vendor contract signed",
+        "subtitle": "ERP Transformation • 9 days overdue",
+        "actionLabel": "Escalate"
+      },
+      {
+        "id": "overdue-2",
+        "component": "ListItem",
+        "title": "Identity integration complete",
+        "subtitle": "Cloud Modernization • 4 days overdue",
+        "actionLabel": "Escalate"
+      },
+      {
+        "id": "active-projects-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "active-projects-header",
+          "active-projects-table",
+          "project-actions-note"
+        ]
+      },
+      {
+        "id": "active-projects-header",
+        "component": "CardHeader",
+        "title": "Active projects",
+        "subtitle": "Owner, deadline, health, and budget performance"
+      },
+      {
+        "id": "active-projects-table",
+        "component": "Table",
+        "columns": [
+          "project-col",
+          "owner-col",
+          "deadline-col",
+          "health-col",
+          "budget-col",
+          "action-col"
+        ]
+      },
+      {
+        "id": "project-col",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Cloud Modernization",
+          "ERP Transformation",
+          "Customer Experience",
+          "AI Service Desk",
+          "Data Platform",
+          "Workplace Refresh"
+        ]
+      },
+      {
+        "id": "owner-col",
+        "component": "Col",
+        "label": "Owner",
+        "type": "string",
+        "data": [
+          "Maya Chen",
+          "David Okafor",
+          "Sofia Martinez",
+          "Liam Patel",
+          "Jordan Kim",
+          "Ava Reynolds"
+        ]
+      },
+      {
+        "id": "deadline-col",
+        "component": "Col",
+        "label": "Target deadline",
+        "type": "string",
+        "data": [
+          "Sep 30, 2026",
+          "Oct 18, 2026",
+          "Aug 21, 2026",
+          "Sep 12, 2026",
+          "Nov 7, 2026",
+          "Dec 15, 2026"
+        ]
+      },
+      {
+        "id": "health-col",
+        "component": "Col",
+        "label": "Health",
+        "type": "string",
+        "data": [
+          "At risk",
+          "At risk",
+          "On track",
+          "Watch",
+          "On track",
+          "On track"
+        ]
+      },
+      {
+        "id": "budget-col",
+        "component": "Col",
+        "label": "Budget spent / allocation",
+        "type": "string",
+        "data": [
+          "$1.84M / $2.10M (88%)",
+          "$2.36M / $2.50M (94%)",
+          "$620K / $900K (69%)",
+          "$410K / $700K (59%)",
+          "$980K / $1.60M (61%)",
+          "$310K / $800K (39%)"
+        ]
+      },
+      {
+        "id": "action-col",
+        "component": "Col",
+        "label": "Actions",
+        "type": "action",
+        "data": [
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people"
+        ]
+      },
+      {
+        "id": "project-actions-note",
+        "component": "TextContent",
+        "text": "Use the project action to request additional people; finished projects can be archived from the portfolio controls below.",
+        "size": "small"
+      },
+      {
+        "id": "delivery-section",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "delivery-pace-card",
+          "blocked-work-card"
+        ]
+      },
+      {
+        "id": "delivery-pace-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "delivery-pace-header",
+          "delivery-pace-chart",
+          "delivery-pace-note"
+        ]
+      },
+      {
+        "id": "delivery-pace-header",
+        "component": "CardHeader",
+        "title": "Delivery pace",
+        "subtitle": "Completed story points over the past six sprints"
+      },
+      {
+        "id": "delivery-pace-chart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 18",
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23"
+        ],
+        "series": [
+          "delivery-pace-series"
+        ],
+        "variant": "linear",
+        "xLabel": "Sprint",
+        "yLabel": "Completed points"
+      },
+      {
+        "id": "delivery-pace-series",
+        "component": "Series",
+        "category": "Portfolio throughput",
+        "values": [
+          184,
+          201,
+          195,
+          218,
+          226,
+          214
+        ]
+      },
+      {
+        "id": "delivery-pace-note",
+        "component": "TextContent",
+        "text": "Pace is 16% higher than Sprint 18, with a small dip in the latest sprint.",
+        "size": "small"
+      },
+      {
+        "id": "blocked-work-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "blocked-work-header",
+          "blocked-work-list"
+        ]
+      },
+      {
+        "id": "blocked-work-header",
+        "component": "CardHeader",
+        "title": "Blocked work items",
+        "subtitle": "6 items currently blocked"
+      },
+      {
+        "id": "blocked-work-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "blocked-1",
+          "blocked-2",
+          "blocked-3",
+          "blocked-4"
+        ]
+      },
+      {
+        "id": "blocked-1",
+        "component": "ListItem",
+        "title": "CM-184 Identity provider cutover",
+        "subtitle": "Cloud Modernization • Blocked by security approval",
+        "actionLabel": "Open"
+      },
+      {
+        "id": "blocked-2",
+        "component": "ListItem",
+        "title": "ERP-77 Supplier master migration",
+        "subtitle": "ERP Transformation • Blocked by vendor contract",
+        "actionLabel": "Open"
+      },
+      {
+        "id": "blocked-3",
+        "component": "ListItem",
+        "title": "CX-221 App store release candidate",
+        "subtitle": "Customer Experience • Blocked by test-device availability",
+        "actionLabel": "Open"
+      },
+      {
+        "id": "blocked-4",
+        "component": "ListItem",
+        "title": "AI-42 Knowledge-base ingestion",
+        "subtitle": "AI Service Desk • Blocked by data access",
+        "actionLabel": "Open"
+      },
+      {
+        "id": "risks-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risks-header",
+          "risks-table"
+        ]
+      },
+      {
+        "id": "risks-header",
+        "component": "CardHeader",
+        "title": "Portfolio risks",
+        "subtitle": "Open risks by project and severity"
+      },
+      {
+        "id": "risks-table",
+        "component": "Table",
+        "columns": [
+          "risk-project-col",
+          "risk-description-col",
+          "risk-severity-col",
+          "risk-owner-col"
+        ]
+      },
+      {
+        "id": "risk-project-col",
+        "component": "Col",
+        "label": "Project",
+        "type": "string",
+        "data": [
+          "Cloud Modernization",
+          "ERP Transformation",
+          "Customer Experience",
+          "AI Service Desk",
+          "Data Platform"
+        ]
+      },
+      {
+        "id": "risk-description-col",
+        "component": "Col",
+        "label": "Risk",
+        "type": "string",
+        "data": [
+          "Security approval may delay cutover",
+          "Vendor contract delay threatens migration plan",
+          "Beta feedback could expand release scope",
+          "Knowledge quality may reduce pilot confidence",
+          "Source-system access is behind schedule"
+        ]
+      },
+      {
+        "id": "risk-severity-col",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "High",
+          "Critical",
+          "Medium",
+          "Medium",
+          "High"
+        ]
+      },
+      {
+        "id": "risk-owner-col",
+        "component": "Col",
+        "label": "Risk owner",
+        "type": "string",
+        "data": [
+          "Maya Chen",
+          "David Okafor",
+          "Sofia Martinez",
+          "Liam Patel",
+          "Jordan Kim"
+        ]
+      },
+      {
+        "id": "actions-section",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "actions-copy",
+          "portfolio-actions"
+        ]
+      },
+      {
+        "id": "actions-copy",
+        "component": "TextContent",
+        "text": "Portfolio controls: allocate capacity to a project or archive a completed project after confirming its records are retained.",
+        "size": "default"
+      },
+      {
+        "id": "portfolio-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "request-people",
+          "archive-project"
+        ]
+      },
+      {
+        "id": "request-people",
+        "component": "DialogBlock",
+        "triggerLabel": "Request more people",
+        "title": "Request additional project capacity",
+        "description": "Submit a staffing request for PMO review.",
+        "triggerVariant": "default",
+        "content": [
+          "staffing-project-control",
+          "staffing-count-control",
+          "staffing-reason-control",
+          "staffing-submit"
+        ]
+      },
+      {
+        "id": "staffing-project-control",
+        "component": "FormControl",
+        "label": "Project",
+        "input": "staffing-project"
+      },
+      {
+        "id": "staffing-project",
+        "component": "Select",
+        "name": "staffing_project",
+        "placeholder": "Choose a project",
+        "items": [
+          "staffing-project-cloud",
+          "staffing-project-erp",
+          "staffing-project-cx",
+          "staffing-project-ai"
+        ]
+      },
+      {
+        "id": "staffing-project-cloud",
+        "component": "SelectItem",
+        "value": "cloud-modernization",
+        "label": "Cloud Modernization"
+      },
+      {
+        "id": "staffing-project-erp",
+        "component": "SelectItem",
+        "value": "erp-transformation",
+        "label": "ERP Transformation"
+      },
+      {
+        "id": "staffing-project-cx",
+        "component": "SelectItem",
+        "value": "customer-experience",
+        "label": "Customer Experience"
+      },
+      {
+        "id": "staffing-project-ai",
+        "component": "SelectItem",
+        "value": "ai-service-desk",
+        "label": "AI Service Desk"
+      },
+      {
+        "id": "staffing-count-control",
+        "component": "FormControl",
+        "label": "People requested",
+        "input": "staffing-count"
+      },
+      {
+        "id": "staffing-count",
+        "component": "Input",
+        "name": "people_requested",
+        "type": "number",
+        "placeholder": "e.g., 2"
+      },
+      {
+        "id": "staffing-reason-control",
+        "component": "FormControl",
+        "label": "Business justification",
+        "input": "staffing-reason"
+      },
+      {
+        "id": "staffing-reason",
+        "component": "TextArea",
+        "name": "staffing_reason",
+        "placeholder": "Describe delivery impact and required skills",
+        "rows": 3
+      },
+      {
+        "id": "staffing-submit",
+        "component": "Button",
+        "label": "Submit request",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "submit",
+            "target": "staffing-request"
+          }
+        ]
+      },
+      {
+        "id": "archive-project",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Archive finished project",
+        "title": "Archive a finished project?",
+        "description": "Archived projects are removed from the active portfolio view while retaining their reporting history.",
+        "confirmLabel": "Archive project",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "outline"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..59706fdeb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-portfolio__r4.txt
@@ -0,0 +1,685 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "pmo-portfolio-review",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "PMO Portfolio Review"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "pmo-portfolio-review",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "portfolio-summary",
+          "active-projects-card",
+          "mid-row",
+          "analytics-row",
+          "risks-card",
+          "upcoming-card",
+          "blocked-card",
+          "footer-actions"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "header-copy",
+          "header-actions"
+        ]
+      },
+      {
+        "id": "header-copy",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Project Portfolio Review",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Executive delivery, capacity, budget, and risk review",
+        "size": "default"
+      },
+      {
+        "id": "header-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "quarter-select-button",
+          "export-button"
+        ]
+      },
+      {
+        "id": "quarter-select-button",
+        "component": "Button",
+        "label": "Q3 2026 ▾",
+        "variant": "secondary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "selectQuarter",
+            "currentQuarter": "Q3 2026"
+          }
+        ]
+      },
+      {
+        "id": "export-button",
+        "component": "Button",
+        "label": "Export review",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "export",
+            "format": "pdf"
+          }
+        ]
+      },
+      {
+        "id": "portfolio-summary",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Portfolio health: Watch",
+        "description": "6 active projects: 3 are on track, 2 need attention, and 1 is at risk due to delivery blockers and a budget variance."
+      },
+      {
+        "id": "active-projects-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "active-projects-header",
+          "active-projects-table"
+        ]
+      },
+      {
+        "id": "active-projects-header",
+        "component": "CardHeader",
+        "title": "Active projects",
+        "subtitle": "Owner, deadline, health, budget, and actions"
+      },
+      {
+        "id": "active-projects-table",
+        "component": "Table",
+        "columns": [
+          "project-col",
+          "owner-col",
+          "deadline-col",
+          "health-col",
+          "budget-col",
+          "project-action-col"
+        ]
+      },
+      {
+        "id": "project-col",
+        "component": "Col",
+        "label": "Project",
+        "data": [
+          "Customer Portal Refresh",
+          "ERP Modernization",
+          "Mobile Payments",
+          "Data Platform Foundation",
+          "Security Compliance",
+          "CRM Consolidation"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "owner-col",
+        "component": "Col",
+        "label": "Owner",
+        "data": [
+          "Maya Chen",
+          "Daniel Ortiz",
+          "Priya Shah",
+          "Noah Williams",
+          "Ava Thompson",
+          "Leo Martin"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "deadline-col",
+        "component": "Col",
+        "label": "Deadline",
+        "data": [
+          "Aug 28, 2026",
+          "Sep 30, 2026",
+          "Aug 24, 2026",
+          "Oct 16, 2026",
+          "Sep 11, 2026",
+          "Sep 18, 2026"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "health-col",
+        "component": "Col",
+        "label": "Health",
+        "data": [
+          "On track",
+          "At risk",
+          "Needs attention",
+          "On track",
+          "On track",
+          "Needs attention"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "budget-col",
+        "component": "Col",
+        "label": "Budget spent / allocation",
+        "data": [
+          "$420k / $600k (70%)",
+          "$1.05m / $1.20m (88%)",
+          "$310k / $400k (78%)",
+          "$185k / $500k (37%)",
+          "$220k / $300k (73%)",
+          "$275k / $350k (79%)"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "project-action-col",
+        "component": "Col",
+        "label": "Action",
+        "data": [
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people",
+          "Request people"
+        ],
+        "type": "action"
+      },
+      {
+        "id": "mid-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "overdue-card",
+          "utilization-card"
+        ]
+      },
+      {
+        "id": "overdue-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "overdue-header",
+          "overdue-list"
+        ]
+      },
+      {
+        "id": "overdue-header",
+        "component": "CardHeader",
+        "title": "Overdue milestones",
+        "subtitle": "3 milestones require escalation"
+      },
+      {
+        "id": "overdue-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "overdue-1",
+          "overdue-2",
+          "overdue-3"
+        ]
+      },
+      {
+        "id": "overdue-1",
+        "component": "ListItem",
+        "title": "ERP Modernization — Data migration sign-off",
+        "subtitle": "12 days overdue · Owner: Daniel Ortiz"
+      },
+      {
+        "id": "overdue-2",
+        "component": "ListItem",
+        "title": "Mobile Payments — PCI test completion",
+        "subtitle": "5 days overdue · Owner: Priya Shah"
+      },
+      {
+        "id": "overdue-3",
+        "component": "ListItem",
+        "title": "CRM Consolidation — Sales workflow approval",
+        "subtitle": "3 days overdue · Owner: Leo Martin"
+      },
+      {
+        "id": "utilization-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "utilization-header",
+          "utilization-chart",
+          "utilization-note"
+        ]
+      },
+      {
+        "id": "utilization-header",
+        "component": "CardHeader",
+        "title": "Team utilization",
+        "subtitle": "Current delivery capacity by function"
+      },
+      {
+        "id": "utilization-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Engineering",
+          "Product",
+          "Design",
+          "QA",
+          "Data"
+        ],
+        "series": [
+          "utilization-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Utilization %",
+        "yLabel": "Team"
+      },
+      {
+        "id": "utilization-series",
+        "component": "Series",
+        "category": "Utilization",
+        "values": [
+          92,
+          84,
+          76,
+          89,
+          68
+        ]
+      },
+      {
+        "id": "utilization-note",
+        "component": "TextContent",
+        "text": "Engineering is above the 90% sustainable-capacity threshold.",
+        "size": "small"
+      },
+      {
+        "id": "analytics-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "budget-card",
+          "delivery-pace-card"
+        ]
+      },
+      {
+        "id": "budget-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "budget-header",
+          "budget-chart"
+        ]
+      },
+      {
+        "id": "budget-header",
+        "component": "CardHeader",
+        "title": "Budget spent by project",
+        "subtitle": "Spend as a percentage of approved allocation"
+      },
+      {
+        "id": "budget-chart",
+        "component": "BarChart",
+        "labels": [
+          "Portal",
+          "ERP",
+          "Payments",
+          "Data",
+          "Security",
+          "CRM"
+        ],
+        "series": [
+          "budget-spend-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Project",
+        "yLabel": "% allocated budget spent"
+      },
+      {
+        "id": "budget-spend-series",
+        "component": "Series",
+        "category": "Budget spent",
+        "values": [
+          70,
+          88,
+          78,
+          37,
+          73,
+          79
+        ]
+      },
+      {
+        "id": "delivery-pace-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "weight": 1,
+        "children": [
+          "delivery-pace-header",
+          "delivery-pace-chart"
+        ]
+      },
+      {
+        "id": "delivery-pace-header",
+        "component": "CardHeader",
+        "title": "Delivery pace",
+        "subtitle": "Completed story points across the past six sprints"
+      },
+      {
+        "id": "delivery-pace-chart",
+        "component": "LineChart",
+        "labels": [
+          "Sprint 18",
+          "Sprint 19",
+          "Sprint 20",
+          "Sprint 21",
+          "Sprint 22",
+          "Sprint 23"
+        ],
+        "series": [
+          "delivery-pace-series"
+        ],
+        "variant": "linear",
+        "xLabel": "Sprint",
+        "yLabel": "Story points completed"
+      },
+      {
+        "id": "delivery-pace-series",
+        "component": "Series",
+        "category": "Portfolio velocity",
+        "values": [
+          182,
+          195,
+          188,
+          207,
+          214,
+          201
+        ]
+      },
+      {
+        "id": "risks-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risks-header",
+          "risks-table"
+        ]
+      },
+      {
+        "id": "risks-header",
+        "component": "CardHeader",
+        "title": "Portfolio risks",
+        "subtitle": "Open risks and severity by project"
+      },
+      {
+        "id": "risks-table",
+        "component": "Table",
+        "columns": [
+          "risk-project-col",
+          "risk-description-col",
+          "risk-severity-col",
+          "risk-owner-col"
+        ]
+      },
+      {
+        "id": "risk-project-col",
+        "component": "Col",
+        "label": "Project",
+        "data": [
+          "ERP Modernization",
+          "Mobile Payments",
+          "CRM Consolidation",
+          "Customer Portal Refresh"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "risk-description-col",
+        "component": "Col",
+        "label": "Risk",
+        "data": [
+          "Migration vendor capacity may delay cutover",
+          "External security review is not scheduled",
+          "Sales leadership decision is pending",
+          "Accessibility remediation may exceed estimate"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "risk-severity-col",
+        "component": "Col",
+        "label": "Severity",
+        "data": [
+          "Critical",
+          "High",
+          "Medium",
+          "Medium"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "risk-owner-col",
+        "component": "Col",
+        "label": "Owner",
+        "data": [
+          "Daniel Ortiz",
+          "Priya Shah",
+          "Leo Martin",
+          "Maya Chen"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "upcoming-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "upcoming-header",
+          "upcoming-list"
+        ]
+      },
+      {
+        "id": "upcoming-header",
+        "component": "CardHeader",
+        "title": "Deadlines in the next two weeks",
+        "subtitle": "Aug 18–Sep 1, 2026"
+      },
+      {
+        "id": "upcoming-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "upcoming-1",
+          "upcoming-2",
+          "upcoming-3",
+          "upcoming-4"
+        ]
+      },
+      {
+        "id": "upcoming-1",
+        "component": "ListItem",
+        "title": "Aug 21 — Mobile Payments: UAT exit",
+        "subtitle": "Owner: Priya Shah"
+      },
+      {
+        "id": "upcoming-2",
+        "component": "ListItem",
+        "title": "Aug 24 — Customer Portal Refresh: Content freeze",
+        "subtitle": "Owner: Maya Chen"
+      },
+      {
+        "id": "upcoming-3",
+        "component": "ListItem",
+        "title": "Aug 28 — Customer Portal Refresh: Production launch",
+        "subtitle": "Owner: Maya Chen"
+      },
+      {
+        "id": "upcoming-4",
+        "component": "ListItem",
+        "title": "Sep 1 — Security Compliance: Evidence package",
+        "subtitle": "Owner: Ava Thompson"
+      },
+      {
+        "id": "blocked-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "blocked-header",
+          "blocked-list"
+        ]
+      },
+      {
+        "id": "blocked-header",
+        "component": "CardHeader",
+        "title": "Blocked work items",
+        "subtitle": "7 items blocked across 4 projects"
+      },
+      {
+        "id": "blocked-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "blocked-1",
+          "blocked-2",
+          "blocked-3",
+          "blocked-4"
+        ]
+      },
+      {
+        "id": "blocked-1",
+        "component": "ListItem",
+        "title": "ERP-482 — Reconcile legacy customer records",
+        "subtitle": "Blocked by source-data access · ERP Modernization"
+      },
+      {
+        "id": "blocked-2",
+        "component": "ListItem",
+        "title": "PAY-219 — Complete penetration-test remediation",
+        "subtitle": "Blocked by security vendor availability · Mobile Payments"
+      },
+      {
+        "id": "blocked-3",
+        "component": "ListItem",
+        "title": "CRM-107 — Configure territory routing",
+        "subtitle": "Blocked by sales operations decision · CRM Consolidation"
+      },
+      {
+        "id": "blocked-4",
+        "component": "ListItem",
+        "title": "PORT-311 — Finalize accessibility audit fixes",
+        "subtitle": "Blocked by specialist design review · Customer Portal Refresh"
+      },
+      {
+        "id": "footer-actions",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "footer-copy",
+          "footer-buttons"
+        ]
+      },
+      {
+        "id": "footer-copy",
+        "component": "TextContent",
+        "text": "Need to rebalance capacity or close completed work?",
+        "size": "default"
+      },
+      {
+        "id": "footer-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "request-people-button",
+          "archive-project-button"
+        ]
+      },
+      {
+        "id": "request-people-button",
+        "component": "Button",
+        "label": "Request more people",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "requestStaffing",
+            "project": "ERP Modernization"
+          }
+        ]
+      },
+      {
+        "id": "archive-project-button",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Archive finished project",
+        "title": "Archive a finished project",
+        "description": "Select a completed project to remove it from active portfolio reporting. Archived projects remain available in historical reports.",
+        "confirmLabel": "Archive project",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "outline"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r1.txt
new file mode 100644
index 000000000..98cab5c4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"power-network-operator-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B6E4F","agentDisplayName":"Grid Operations Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"power-network-operator-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","live-alert","overview-row","operations-tabs"]},{"id":"header","component":"Card","variant":"card","direction":"row","gap":"l","align":"center","justify":"between","children":["header-copy","region-control"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle","system-status"]},{"id":"title","component":"Heading","text":"Power Network Operator Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live grid conditions • Tuesday, 18 August 2026 • 14:32 local","size":"small"},{"id":"system-status","component":"Tag","text":"Grid stable","variant":"success","size":"md"},{"id":"region-control","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["region-label","region-select"]},{"id":"region-label","component":"Label","text":"Focus region"},{"id":"region-select","component":"Select","name":"region","placeholder":"All regions","value":"all","size":"medium","items":["region-all","region-north","region-central","region-coastal","region-south"]},{"id":"region-all","component":"SelectItem","value":"all","label":"All regions"},{"id":"region-north","component":"SelectItem","value":"north","label":"North"},{"id":"region-central","component":"SelectItem","value":"central","label":"Central"},{"id":"region-coastal","component":"SelectItem","value":"coastal","label":"Coastal"},{"id":"region-south","component":"SelectItem","value":"south","label":"South"},{"id":"live-alert","component":"Alert","title":"Live alert: North transmission corridor under watch","description":"N-1 contingency margin is reduced after the Ravenwood–Northgate line derate. Dispatch teams are monitoring flows.","variant":"warning"},{"id":"overview-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["load-card","capacity-card","price-card","emissions-card"]},{"id":"load-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["load-header","load-value","load-detail"]},{"id":"load-header","component":"CardHeader","title":"Current network load","subtitle":"Real-time demand"},{"id":"load-value","component":"TextContent","text":"42.8 GW","size":"large-heavy"},{"id":"load-detail","component":"TextContent","text":"▲ 1.6 GW vs. same time yesterday","size":"small"},{"id":"capacity-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["capacity-header","capacity-value","capacity-progress"]},{"id":"capacity-header","component":"CardHeader","title":"Capacity margin","subtitle":"Available firm capacity"},{"id":"capacity-value","component":"TextContent","text":"87% utilized • 6.4 GW headroom","size":"large-heavy"},{"id":"capacity-progress","component":"Progress","value":87,"label":"87% of 49.2 GW dispatchable capacity"},{"id":"price-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["price-header","price-value","price-detail"]},{"id":"price-header","component":"CardHeader","title":"Current energy price","subtitle":"System marginal price"},{"id":"price-value","component":"TextContent","text":"$96.40 / MWh","size":"large-heavy"},{"id":"price-detail","component":"TextContent","text":"▲ $8.10 / MWh in the last hour","size":"small"},{"id":"emissions-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["emissions-header","emissions-value","emissions-detail"]},{"id":"emissions-header","component":"CardHeader","title":"Emissions today","subtitle":"Since 00:00 local"},{"id":"emissions-value","component":"TextContent","text":"18,420 tCO₂e","size":"large-heavy"},{"id":"emissions-detail","component":"TextContent","text":"Average intensity: 286 gCO₂e/kWh","size":"small"},{"id":"operations-tabs","component":"Tabs","items":["tab-generation","tab-forecast","tab-outages","tab-maintenance","tab-actions"]},{"id":"tab-generation","component":"TabItem","value":"generation","trigger":"Generation & Plants","content":["generation-layout"]},{"id":"generation-layout","component":"Card","variant":"clear","direction":"column","gap":"m","children":["generation-split-card","plants-card"]},{"id":"generation-split-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["generation-split-header","generation-chart"]},{"id":"generation-split-header","component":"CardHeader","title":"Generation split by source","subtitle":"42.8 GW total generation dispatched"},{"id":"generation-chart","component":"PieChart","labels":["Gas","Wind","Solar","Hydro","Nuclear","Battery","Imports"],"values":[14.2,10.8,6.1,4.7,4.3,1.2,1.5],"variant":"donut","appearance":"circular"},{"id":"plants-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["plants-header","plants-table"]},{"id":"plants-header","component":"CardHeader","title":"Plant dispatch","subtitle":"Output and operational status"},{"id":"plants-table","component":"Table","columns":["plant-name-col","plant-region-col","plant-output-col","plant-fuel-col","plant-status-col"]},{"id":"plant-name-col","component":"Col","label":"Plant","type":"string","data":["Ravenwood CCGT","North Ridge Wind","Helios Solar Park","Clearwater Hydro","Harbor Point Nuclear","Eastgate Battery"]},{"id":"plant-region-col","component":"Col","label":"Region","type":"string","data":["North","North","Central","Coastal","South","Central"]},{"id":"plant-output-col","component":"Col","label":"Output","type":"number","data":["1,420 MW","860 MW","640 MW","1,180 MW","1,240 MW","310 MW"]},{"id":"plant-fuel-col","component":"Col","label":"Source","type":"string","data":["Gas","Wind","Solar","Hydro","Nuclear","Battery"]},{"id":"plant-status-col","component":"Col","label":"Status","type":"string","data":["Derated","Normal","Normal","Normal","Normal","Discharging"]},{"id":"tab-forecast","component":"TabItem","value":"forecast","trigger":"Demand Forecast","content":["forecast-card"]},{"id":"forecast-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["forecast-header","forecast-chart","forecast-note"]},{"id":"forecast-header","component":"CardHeader","title":"24-hour demand forecast","subtitle":"Forecast demand with expected evening peak"},{"id":"forecast-chart","component":"LineChart","labels":["15:00","17:00","19:00","21:00","23:00","01:00","03:00","05:00","07:00","09:00","11:00","13:00"],"series":["forecast-series","actual-series"],"variant":"natural","xLabel":"Local time","yLabel":"Demand (GW)"},{"id":"forecast-series","component":"Series","category":"Forecast","values":[43.1,45.8,48.2,46.9,42.3,38.7,36.9,37.4,40.6,43.8,45.1,44.0]},{"id":"actual-series","component":"Series","category":"Actual","values":[42.8,44.9,47.1,null,null,null,null,null,null,null,null,null]},{"id":"forecast-note","component":"Callout","variant":"info","title":"Peak expected at 19:00","description":"Forecast demand is 48.2 GW, leaving an estimated 1.0 GW operating reserve before additional imports or demand response."},{"id":"tab-outages","component":"TabItem","value":"outages","trigger":"Outages & Alerts","content":["outage-layout"]},{"id":"outage-layout","component":"Card","variant":"clear","direction":"column","gap":"m","children":["outages-card","alerts-card"]},{"id":"outages-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["outages-header","outages-table"]},{"id":"outages-header","component":"CardHeader","title":"Active outages","subtitle":"Current equipment and generation outages by affected region"},{"id":"outages-table","component":"Table","columns":["outage-asset-col","outage-region-col","outage-impact-col","outage-status-col","outage-eta-col"]},{"id":"outage-asset-col","component":"Col","label":"Asset","type":"string","data":["Ravenwood–Northgate 400 kV line","West Basin Unit 2","Seabrook 132 kV transformer","Cedar Falls Wind Cluster"]},{"id":"outage-region-col","component":"Col","label":"Affected region","type":"string","data":["North","Central","Coastal","South"]},{"id":"outage-impact-col","component":"Col","label":"Impact","type":"string","data":["Flow limit reduced 420 MW","520 MW unavailable","180 MW transfer constraint","210 MW unavailable"]},{"id":"outage-status-col","component":"Col","label":"Status","type":"string","data":["Forced derate","Forced outage","Planned repair","Weather related"]},{"id":"outage-eta-col","component":"Col","label":"Expected return","type":"string","data":["19 Aug 06:00","18 Aug 22:30","20 Aug 14:00","18 Aug 18:00"]},{"id":"alerts-card","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["alerts-header","alert-1","alert-2","alert-3"]},{"id":"alerts-header","component":"CardHeader","title":"Live alert feed","subtitle":"Newest events first"},{"id":"alert-1","component":"Callout","variant":"warning","title":"14:31 — North reserve margin below operating target","description":"Reserve margin is 8.1%. Prepare demand response if evening peak rises above forecast."},{"id":"alert-2","component":"Callout","variant":"info","title":"14:26 — Eastgate Battery entered discharge schedule","description":"310 MW scheduled through 17:00 to support Central region ramp."},{"id":"alert-3","component":"Callout","variant":"success","title":"14:18 — Clearwater Hydro ramp completed","description":"Output increased by 240 MW; all unit constraints cleared."},{"id":"tab-maintenance","component":"TabItem","value":"maintenance","trigger":"Maintenance","content":["maintenance-card"]},{"id":"maintenance-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["maintenance-header","maintenance-table","maintenance-note"]},{"id":"maintenance-header","component":"CardHeader","title":"Planned maintenance this month","subtitle":"August 2026 approved outage schedule"},{"id":"maintenance-table","component":"Table","columns":["maintenance-date-col","maintenance-asset-col","maintenance-region-col","maintenance-impact-col","maintenance-work-col"]},{"id":"maintenance-date-col","component":"Col","label":"Window","type":"string","data":["20–21 Aug","23 Aug","26–28 Aug","29 Aug"]},{"id":"maintenance-asset-col","component":"Col","label":"Asset","type":"string","data":["Seabrook 132 kV transformer","North Ridge Wind feeders","Harbor Point Unit 1","Central interconnector protection"]},{"id":"maintenance-region-col","component":"Col","label":"Region","type":"string","data":["Coastal","North","South","Central"]},{"id":"maintenance-impact-col","component":"Col","label":"Expected impact","type":"string","data":["180 MW transfer limit","Up to 95 MW curtailed","620 MW unavailable","No expected capacity loss"]},{"id":"maintenance-work-col","component":"Col","label":"Work","type":"string","data":["Transformer replacement","Protection testing","Turbine inspection","Relay firmware upgrade"]},{"id":"maintenance-note","component":"Callout","variant":"info","title":"Maintenance coordination required","description":"Harbor Point Unit 1 maintenance overlaps with the late-month heat-risk window. Review reserve procurement before 24 August."},{"id":"tab-actions","component":"TabItem","value":"actions","trigger":"Grid Actions","content":["actions-card"]},{"id":"actions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["actions-header","curtailment-callout","curtailment-form","action-note"]},{"id":"actions-header","component":"CardHeader","title":"Curtailment order","subtitle":"Issue a controlled demand-reduction instruction"},{"id":"curtailment-callout","component":"Callout","variant":"warning","title":"Operator authorization required","description":"Curtailment orders may affect contracted customers and must be logged against the active grid event."},{"id":"curtailment-form","component":"Form","name":"curtailment-order","fields":["curtailment-region-control","curtailment-volume-control","curtailment-duration-control","curtailment-reason-control"],"buttons":"curtailment-buttons"},{"id":"curtailment-region-control","component":"FormControl","label":"Target region","input":"curtailment-region-select","hint":"Choose the region where demand response will be activated."},{"id":"curtailment-region-select","component":"Select","name":"curtailmentRegion","placeholder":"Select region","items":["curtailment-north","curtailment-central","curtailment-coastal","curtailment-south"]},{"id":"curtailment-north","component":"SelectItem","value":"north","label":"North"},{"id":"curtailment-central","component":"SelectItem","value":"central","label":"Central"},{"id":"curtailment-coastal","component":"SelectItem","value":"coastal","label":"Coastal"},{"id":"curtailment-south","component":"SelectItem","value":"south","label":"South"},{"id":"curtailment-volume-control","component":"FormControl","label":"Curtailment volume (MW)","input":"curtailment-volume-input","hint":"Maximum currently available contracted demand response: 1,350 MW."},{"id":"curtailment-volume-input","component":"Input","name":"curtailmentVolume","type":"number","placeholder":"e.g. 250"},{"id":"curtailment-duration-control","component":"FormControl","label":"Duration (minutes)","input":"curtailment-duration-input"},{"id":"curtailment-duration-input","component":"Input","name":"curtailmentDuration","type":"number","placeholder":"e.g. 60"},{"id":"curtailment-reason-control","component":"FormControl","label":"Operational reason","input":"curtailment-reason-input"},{"id":"curtailment-reason-input","component":"TextArea","name":"curtailmentReason","rows":3,"placeholder":"Describe the contingency, forecast risk, or reserve requirement."},{"id":"curtailment-buttons","component":"Buttons","direction":"row","buttons":["review-order-button","issue-order-button"]},{"id":"review-order-button","component":"Button","label":"Review order","variant":"secondary","size":"medium"},{"id":"issue-order-button","component":"Button","label":"Issue curtailment order","variant":"primary","type":"destructive","size":"medium"},{"id":"action-note","component":"TextContent","text":"All orders are timestamped, attributed to the operator, and sent to participating demand-response providers.","size":"small"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r2.txt
new file mode 100644
index 000000000..26623626a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r2.txt
@@ -0,0 +1,808 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "power-network-operator-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0B6E4F",
+      "agentDisplayName": "Grid Operations Console"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "power-network-operator-console",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "live-alerts",
+          "overview-row",
+          "generation-and-emissions-row",
+          "plants-and-outages-row",
+          "forecast-and-maintenance-row",
+          "curtailment-card"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "gap": "m",
+        "align": "center",
+        "justify": "between",
+        "children": [
+          "console-title",
+          "region-control"
+        ]
+      },
+      {
+        "id": "console-title",
+        "component": "CardHeader",
+        "title": "Power Network Operations",
+        "subtitle": "Live grid conditions · Updated just now"
+      },
+      {
+        "id": "region-control",
+        "component": "FormControl",
+        "label": "Focus region",
+        "hint": "Filter operational views to a region",
+        "input": "region-select"
+      },
+      {
+        "id": "region-select",
+        "component": "Select",
+        "name": "region",
+        "placeholder": "All regions",
+        "value": "all",
+        "items": [
+          "region-all",
+          "region-north",
+          "region-central",
+          "region-south",
+          "region-coastal"
+        ]
+      },
+      {
+        "id": "region-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All regions"
+      },
+      {
+        "id": "region-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North"
+      },
+      {
+        "id": "region-central",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central"
+      },
+      {
+        "id": "region-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South"
+      },
+      {
+        "id": "region-coastal",
+        "component": "SelectItem",
+        "value": "coastal",
+        "label": "Coastal"
+      },
+      {
+        "id": "live-alerts",
+        "component": "Alert",
+        "variant": "warning",
+        "title": "Live alert · Central reserve margin is tightening",
+        "description": "Available reserve is 7.4%. Monitor evening demand ramp and prepare demand-response resources."
+      },
+      {
+        "id": "overview-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "load-card",
+          "capacity-card",
+          "price-card"
+        ]
+      },
+      {
+        "id": "load-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "load-header",
+          "load-value",
+          "load-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "load-header",
+        "component": "CardHeader",
+        "title": "Current network load",
+        "subtitle": "System demand"
+      },
+      {
+        "id": "load-value",
+        "component": "Heading",
+        "text": "42.8 GW",
+        "level": "h2"
+      },
+      {
+        "id": "load-note",
+        "component": "TextContent",
+        "text": "↑ 1.6 GW in the last hour · Evening peak expected at 19:00",
+        "size": "small"
+      },
+      {
+        "id": "capacity-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "capacity-header",
+          "capacity-progress",
+          "capacity-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "capacity-header",
+        "component": "CardHeader",
+        "title": "Capacity utilization",
+        "subtitle": "42.8 GW of 50.0 GW available"
+      },
+      {
+        "id": "capacity-progress",
+        "component": "Progress",
+        "value": 85.6,
+        "label": "85.6% utilized"
+      },
+      {
+        "id": "capacity-note",
+        "component": "TextContent",
+        "text": "Reserve margin: 7.2 GW · 14.4%",
+        "size": "small"
+      },
+      {
+        "id": "price-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "price-header",
+          "price-value",
+          "price-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "price-header",
+        "component": "CardHeader",
+        "title": "Wholesale energy price",
+        "subtitle": "Real-time market"
+      },
+      {
+        "id": "price-value",
+        "component": "Heading",
+        "text": "$86.40 / MWh",
+        "level": "h2"
+      },
+      {
+        "id": "price-note",
+        "component": "TextContent",
+        "text": "↑ 8.3% from previous interval",
+        "size": "small"
+      },
+      {
+        "id": "generation-and-emissions-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "generation-card",
+          "emissions-card"
+        ]
+      },
+      {
+        "id": "generation-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "generation-header",
+          "generation-chart",
+          "generation-tags"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "generation-header",
+        "component": "CardHeader",
+        "title": "Generation split by source",
+        "subtitle": "Current dispatched output · 42.8 GW"
+      },
+      {
+        "id": "generation-chart",
+        "component": "PieChart",
+        "labels": [
+          "Natural gas",
+          "Wind",
+          "Solar",
+          "Nuclear",
+          "Hydro",
+          "Coal",
+          "Battery"
+        ],
+        "values": [
+          15.4,
+          9.1,
+          5.8,
+          6.2,
+          3.4,
+          2.1,
+          0.8
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "generation-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Natural gas 36.0%",
+          "Wind 21.3%",
+          "Solar 13.6%",
+          "Nuclear 14.5%",
+          "Hydro 7.9%",
+          "Coal 4.9%",
+          "Battery 1.9%"
+        ]
+      },
+      {
+        "id": "emissions-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "emissions-header",
+          "emissions-value",
+          "emissions-intensity",
+          "emissions-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "emissions-header",
+        "component": "CardHeader",
+        "title": "Emissions today",
+        "subtitle": "Estimated grid emissions"
+      },
+      {
+        "id": "emissions-value",
+        "component": "Heading",
+        "text": "18,460 tCO₂e",
+        "level": "h2"
+      },
+      {
+        "id": "emissions-intensity",
+        "component": "Progress",
+        "value": 61,
+        "label": "286 gCO₂e / kWh · 61% of daily reference threshold"
+      },
+      {
+        "id": "emissions-note",
+        "component": "TextContent",
+        "text": "Renewables and nuclear are supplying 57.3% of current generation.",
+        "size": "small"
+      },
+      {
+        "id": "plants-and-outages-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "plants-card",
+          "outages-card"
+        ]
+      },
+      {
+        "id": "plants-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "plants-header",
+          "plants-table"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "plants-header",
+        "component": "CardHeader",
+        "title": "Plant dispatch",
+        "subtitle": "Output and operating status"
+      },
+      {
+        "id": "plants-table",
+        "component": "Table",
+        "columns": [
+          "plant-name-col",
+          "plant-region-col",
+          "plant-output-col",
+          "plant-status-col"
+        ]
+      },
+      {
+        "id": "plant-name-col",
+        "component": "Col",
+        "label": "Plant",
+        "type": "string",
+        "data": [
+          "Riverside CCGT",
+          "North Ridge Wind",
+          "Canyon Nuclear",
+          "Coastal Solar",
+          "Lakeview Hydro",
+          "Eastbank Battery"
+        ]
+      },
+      {
+        "id": "plant-region-col",
+        "component": "Col",
+        "label": "Region",
+        "type": "string",
+        "data": [
+          "Central",
+          "North",
+          "Central",
+          "Coastal",
+          "South",
+          "East"
+        ]
+      },
+      {
+        "id": "plant-output-col",
+        "component": "Col",
+        "label": "Output",
+        "type": "string",
+        "data": [
+          "1,240 MW",
+          "860 MW",
+          "1,560 MW",
+          "420 MW",
+          "610 MW",
+          "180 MW"
+        ]
+      },
+      {
+        "id": "plant-status-col",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Online",
+          "Online",
+          "Online",
+          "Derated",
+          "Online",
+          "Charging"
+        ]
+      },
+      {
+        "id": "outages-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "outages-header",
+          "outages-list"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "outages-header",
+        "component": "CardHeader",
+        "title": "Active outages",
+        "subtitle": "3 open incidents"
+      },
+      {
+        "id": "outages-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "outage-1",
+          "outage-2",
+          "outage-3"
+        ]
+      },
+      {
+        "id": "outage-1",
+        "component": "ListItem",
+        "title": "Central 230 kV Line C-17",
+        "subtitle": "Central region · Forced outage · 310 MW transfer constraint",
+        "actionLabel": "View incident"
+      },
+      {
+        "id": "outage-2",
+        "component": "ListItem",
+        "title": "Seabreeze Solar Inverter Block",
+        "subtitle": "Coastal region · Partial outage · 95 MW unavailable",
+        "actionLabel": "View incident"
+      },
+      {
+        "id": "outage-3",
+        "component": "ListItem",
+        "title": "North Ridge Wind Turbine Cluster 4",
+        "subtitle": "North region · Planned repair · 70 MW unavailable",
+        "actionLabel": "View incident"
+      },
+      {
+        "id": "forecast-and-maintenance-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "forecast-card",
+          "maintenance-card"
+        ]
+      },
+      {
+        "id": "forecast-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "forecast-header",
+          "forecast-chart",
+          "forecast-note"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "forecast-header",
+        "component": "CardHeader",
+        "title": "24-hour demand forecast",
+        "subtitle": "Peak forecast: 46.7 GW at 19:00"
+      },
+      {
+        "id": "forecast-chart",
+        "component": "LineChart",
+        "labels": [
+          "00:00",
+          "02:00",
+          "04:00",
+          "06:00",
+          "08:00",
+          "10:00",
+          "12:00",
+          "14:00",
+          "16:00",
+          "18:00",
+          "19:00",
+          "20:00",
+          "22:00",
+          "00:00"
+        ],
+        "series": [
+          "forecast-series",
+          "actual-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Time",
+        "yLabel": "Demand (GW)"
+      },
+      {
+        "id": "forecast-series",
+        "component": "Series",
+        "category": "Forecast",
+        "values": [
+          31.2,
+          29.4,
+          28.7,
+          30.1,
+          35.8,
+          38.9,
+          40.3,
+          41.1,
+          43.6,
+          46.1,
+          46.7,
+          45.8,
+          39.6,
+          33.4
+        ]
+      },
+      {
+        "id": "actual-series",
+        "component": "Series",
+        "category": "Actual",
+        "values": [
+          31.0,
+          29.8,
+          28.9,
+          30.4,
+          35.5,
+          39.2,
+          40.0,
+          41.4,
+          42.8,
+          null,
+          null,
+          null,
+          null,
+          null
+        ]
+      },
+      {
+        "id": "forecast-note",
+        "component": "TextContent",
+        "text": "Forecast confidence: high through 16:00; moderate during the evening peak due to temperature uncertainty.",
+        "size": "small"
+      },
+      {
+        "id": "maintenance-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "maintenance-header",
+          "maintenance-list"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "maintenance-header",
+        "component": "CardHeader",
+        "title": "Planned maintenance",
+        "subtitle": "This month · 4 scheduled windows"
+      },
+      {
+        "id": "maintenance-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "maintenance-1",
+          "maintenance-2",
+          "maintenance-3",
+          "maintenance-4"
+        ]
+      },
+      {
+        "id": "maintenance-1",
+        "component": "ListItem",
+        "title": "Aug 20 · West Intertie transformer",
+        "subtitle": "02:00–08:00 · 220 MW transfer limit",
+        "actionLabel": "Details"
+      },
+      {
+        "id": "maintenance-2",
+        "component": "ListItem",
+        "title": "Aug 23 · Lakeview Hydro Unit 2",
+        "subtitle": "06:00–18:00 · 180 MW unavailable",
+        "actionLabel": "Details"
+      },
+      {
+        "id": "maintenance-3",
+        "component": "ListItem",
+        "title": "Aug 27 · Central substation protection test",
+        "subtitle": "01:00–04:00 · No expected load impact",
+        "actionLabel": "Details"
+      },
+      {
+        "id": "maintenance-4",
+        "component": "ListItem",
+        "title": "Aug 30 · Coastal Solar feeder inspection",
+        "subtitle": "09:00–15:00 · Up to 120 MW constrained",
+        "actionLabel": "Details"
+      },
+      {
+        "id": "curtailment-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "curtailment-header",
+          "curtailment-callout",
+          "curtailment-form"
+        ]
+      },
+      {
+        "id": "curtailment-header",
+        "component": "CardHeader",
+        "title": "Curtailment control",
+        "subtitle": "Issue a controlled demand-reduction order to an eligible region"
+      },
+      {
+        "id": "curtailment-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "Operator authorization required",
+        "description": "Curtailment orders affect connected customers and must follow operating procedures."
+      },
+      {
+        "id": "curtailment-form",
+        "component": "Form",
+        "name": "curtailment-order",
+        "fields": [
+          "curtailment-region-control",
+          "curtailment-amount-control",
+          "curtailment-duration-control",
+          "curtailment-reason-control"
+        ],
+        "buttons": "curtailment-buttons"
+      },
+      {
+        "id": "curtailment-region-control",
+        "component": "FormControl",
+        "label": "Target region",
+        "input": "curtailment-region-select"
+      },
+      {
+        "id": "curtailment-region-select",
+        "component": "Select",
+        "name": "curtailmentRegion",
+        "placeholder": "Select region",
+        "items": [
+          "curtailment-central",
+          "curtailment-north",
+          "curtailment-south",
+          "curtailment-coastal"
+        ]
+      },
+      {
+        "id": "curtailment-central",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central"
+      },
+      {
+        "id": "curtailment-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North"
+      },
+      {
+        "id": "curtailment-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South"
+      },
+      {
+        "id": "curtailment-coastal",
+        "component": "SelectItem",
+        "value": "coastal",
+        "label": "Coastal"
+      },
+      {
+        "id": "curtailment-amount-control",
+        "component": "FormControl",
+        "label": "Curtailment amount (MW)",
+        "input": "curtailment-amount"
+      },
+      {
+        "id": "curtailment-amount",
+        "component": "Input",
+        "name": "curtailmentAmount",
+        "type": "number",
+        "placeholder": "e.g. 150"
+      },
+      {
+        "id": "curtailment-duration-control",
+        "component": "FormControl",
+        "label": "Duration",
+        "input": "curtailment-duration"
+      },
+      {
+        "id": "curtailment-duration",
+        "component": "Select",
+        "name": "curtailmentDuration",
+        "placeholder": "Select duration",
+        "items": [
+          "duration-30",
+          "duration-60",
+          "duration-120",
+          "duration-240"
+        ]
+      },
+      {
+        "id": "duration-30",
+        "component": "SelectItem",
+        "value": "30",
+        "label": "30 minutes"
+      },
+      {
+        "id": "duration-60",
+        "component": "SelectItem",
+        "value": "60",
+        "label": "1 hour"
+      },
+      {
+        "id": "duration-120",
+        "component": "SelectItem",
+        "value": "120",
+        "label": "2 hours"
+      },
+      {
+        "id": "duration-240",
+        "component": "SelectItem",
+        "value": "240",
+        "label": "4 hours"
+      },
+      {
+        "id": "curtailment-reason-control",
+        "component": "FormControl",
+        "label": "Operating reason",
+        "input": "curtailment-reason"
+      },
+      {
+        "id": "curtailment-reason",
+        "component": "TextArea",
+        "name": "curtailmentReason",
+        "rows": 2,
+        "placeholder": "Document the grid condition and authorization reference"
+      },
+      {
+        "id": "curtailment-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "review-curtailment",
+          "issue-curtailment"
+        ]
+      },
+      {
+        "id": "review-curtailment",
+        "component": "Button",
+        "label": "Review order",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "issue-curtailment",
+        "component": "Button",
+        "label": "Issue curtailment order",
+        "variant": "primary",
+        "type": "destructive",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r3.txt
new file mode 100644
index 000000000..99f7e4315
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r3.txt
@@ -0,0 +1,21 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "power-network-operator-console",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0B6E4F",
+      "agentDisplayName": "Grid Operations Console"
+    }
+  }
+}
+</a2ui-json>
+
+<assistant to=none>tagger  大发快三彩票json
+{"version":"v0.9","updateComponents":{"surfaceId":"power-network-operator-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alert","overview","generation-demand","operations","bottom-grid"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-title","region-control"]},{"id":"header-title","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Power Network Operations","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live grid conditions • Tuesday, 18 August 2026 • 14:32 local","size":"small"},{"id":"region-control","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["region-label","region-select"]},{"id":"region-label","component":"Label","text":"Focus region"},{"id":"region-select","component":"Select","name":"region","placeholder":"All regions","value":"all","items":["region-all","region-north","region-central","region-south"]},{"id":"region-all","component":"SelectItem","value":"all","label":"All regions"},{"id":"region-north","component":"SelectItem","value":"north","label":"North region"},{"id":"region-central","component":"SelectItem","value":"central","label":"Central region"},{"id":"region-south","component":"SelectItem","value":"south","label":"South region"},{"id":"alert","component":"Alert","variant":"warning","title":"Live alert: North reserve margin below target","description":"Reserve margin is 7.8%. North Coast Unit 2 remains unavailable; monitor evening demand ramp."},{"id":"overview","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["load-card","capacity-card","price-card","emissions-card"]},{"id":"load-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["load-header","load-progress"]},{"id":"load-header","component":"CardHeader","title":"Current network load","subtitle":"42.6 GW • +1.4 GW in the last hour"},{"id":"load-progress","component":"Progress","value":76,"label":"76% of available capacity"},{"id":"capacity-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["capacity-header","capacity-callout"]},{"id":"capacity-header","component":"CardHeader","title":"Capacity headroom","subtitle":"13.4 GW available • 7.8% reserve margin"},{"id":"capacity-callout","component":"Callout","variant":"warning","title":"Approaching evening peak","description":"Forecast peak reaches 52.1 GW at 19:00."},{"id":"price-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["price-header","price-tag"]},{"id":"price-header","component":"CardHeader","title":"Current wholesale price","subtitle":"$86.40 per MWh • Up 6.2% today"},{"id":"price-tag","component":"Tag","text":"Real-time market","variant":"info","size":"md"},{"id":"emissions-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["emissions-header","emissions-tag"]},{"id":"emissions-header","component":"CardHeader","title":"Emissions today","subtitle":"18,420 tCO₂e • 0.43 tCO₂e/MWh"},{"id":"emissions-tag","component":"Tag","text":"12% below daily baseline","variant":"success","size":"md"},{"id":"generation-demand","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["generation-card","forecast-card"]},{"id":"generation-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["generation-header","generation-chart"]},{"id":"generation-header","component":"CardHeader","title":"Generation split by source","subtitle":"42.6 GW dispatched"},{"id":"generation-chart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Gas","Wind","Solar","Hydro","Nuclear","Battery"],"values":[14.2,10.8,6.1,4.9,5.4,1.2]},{"id":"forecast-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["forecast-header","forecast-chart","forecast-note"]},{"id":"forecast-header","component":"CardHeader","title":"24-hour demand forecast","subtitle":"Expected peak: 52.1 GW at 19:00"},{"id":"forecast-chart","component":"LineChart","labels":["15:00","17:00","19:00","21:00","23:00","01:00","03:00","05:00","07:00","09:00","11:00","13:00"],"series":["forecast-series"],"variant":"natural","xLabel":"Local time","yLabel":"Demand (GW)"},{"id":"forecast-series","component":"Series","category":"Forecast demand","values":[43.2,48.6,52.1,49.7,43.8,38.4,35.9,36.7,41.5,45.2,46.8,44.1]},{"id":"forecast-note","component":"TextContent","text":"Forecast confidence: high through 06:00; moderate thereafter due to wind uncertainty.","size":"small"},{"id":"operations","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["plants-card","outages-card"]},{"id":"plants-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["plants-header","plants-table"]},{"id":"plants-header","component":"CardHeader","title":"Generating plants","subtitle":"Dispatch output and operating status"},{"id":"plants-table","component":"Table","columns":["plant-name-col","plant-region-col","plant-output-col","plant-status-col"]},{"id":"plant-name-col","component":"Col","label":"Plant","type":"string","data":["North Coast CCGT","Riverbend Hydro","Mesa Solar","East Ridge Wind","Central Nuclear"]},{"id":"plant-region-col","component":"Col","label":"Region","type":"string","data":["North","Central","South","East","Central"]},{"id":"plant-output-col","component":"Col","label":"Output","type":"number","data":[1240,860,610,1280,1350]},{"id":"plant-status-col","component":"Col","label":"Status","type":"string","data":["Online","Online","Online","Derated","Online"]},{"id":"outages-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["outages-header","outages-table"]},{"id":"outages-header","component":"CardHeader","title":"Active outages","subtitle":"3 events affecting network capacity"},{"id":"outages-table","component":"Table","columns":["outage-asset-col","outage-region-col","outage-impact-col","outage-status-col"]},{"id":"outage-asset-col","component":"Col","label":"Asset","type":"string","data":["North Coast Unit 2","West Valley 230 kV line","Harbor Battery B"]},{"id":"outage-region-col","component":"Col","label":"Affected region","type":"string","data":["North","West","Coastal"]},{"id":"outage-impact-col","component":"Col","label":"Impact","type":"string","data":["480 MW unavailable","Transfer limit −320 MW","75 MW unavailable"]},{"id":"outage-status-col","component":"Col","label":"Status","type":"string","data":["Forced outage","Under repair","Investigation"]},{"id":"bottom-grid","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["maintenance-card","curtailment-card","live-alerts-card"]},{"id":"maintenance-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["maintenance-header","maintenance-list"]},{"id":"maintenance-header","component":"CardHeader","title":"Planned maintenance — August","subtitle":"4 scheduled activities this month"},{"id":"maintenance-list","component":"ListBlock","variant":"number","items":["maintenance-1","maintenance-2","maintenance-3","maintenance-4"]},{"id":"maintenance-1","component":"ListItem","title":"Aug 20 • Central Nuclear cooling pump inspection","subtitle":"Central region • 180 MW risk window • 02:00–06:00"},{"id":"maintenance-2","component":"ListItem","title":"Aug 23 • West Valley transmission relay test","subtitle":"West region • Transfer limit review • 01:00–04:00"},{"id":"maintenance-3","component":"ListItem","title":"Aug 27 • Riverbend Hydro turbine service","subtitle":"Central region • 220 MW planned reduction • 00:00–08:00"},{"id":"maintenance-4","component":"ListItem","title":"Aug 30 • East Ridge Wind substation upgrade","subtitle":"East region • 140 MW intermittent constraint • 06:00–14:00"},{"id":"curtailment-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["curtailment-header","curtailment-text","curtailment-button"]},{"id":"curtailment-header","component":"CardHeader","title":"Emergency curtailment","subtitle":"Issue a controlled demand reduction order"},{"id":"curtailment-text","component":"TextContent","text":"Use only after confirming reserve margin, affected region, and market response. Orders are logged for operator review.","size":"small"},{"id":"curtailment-button","component":"AlertDialogBlock","triggerLabel":"Order curtailment","title":"Confirm curtailment order","description":"This action initiates an operator workflow to select the region, load target, duration, and authorized notification list.","confirmLabel":"Begin order workflow","cancelLabel":"Cancel","triggerVariant":"destructive"},{"id":"live-alerts-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["live-alerts-header","live-alerts-list"]},{"id":"live-alerts-header","component":"CardHeader","title":"Live alerts","subtitle":"Streaming operational events"},{"id":"live-alerts-list","component":"ListBlock","variant":"number","items":["live-alert-1","live-alert-2","live-alert-3"]},{"id":"live-alert-1","component":"ListItem","title":"14:31 • North reserve margin warning","subtitle":"Reserve margin fell below 8%; forecast peak monitoring enabled."},{"id":"live-alert-2","component":"ListItem","title":"14:27 • East Ridge Wind derated","subtitle":"Output reduced by 190 MW due to turbine availability."},{"id":"live-alert-3","component":"ListItem","title":"14:18 • Price threshold exceeded","subtitle":"Real-time price crossed $85/MWh in Central region."}]}}
+</assistant to=none>tagger  天天彩票网json
+{"version":"v0.9","updateDataModel":{"surfaceId":"power-network-operator-console","path":"/","value":{"lastUpdated":"2026-08-18T14:32:00","network":{"currentLoadGW":42.6,"availableCapacityGW":56,"capacityUtilizationPercent":76,"headroomGW":13.4,"reserveMarginPercent":7.8,"currentPricePerMWh":86.4,"emissionsTodayTco2e":18420},"regionFocus":"all"}}}
+</assistant to=none  สล็อตโjson
+{"version":"v0.9","updateComponents":{"surfaceId":"power-network-operator-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alert","overview","generation-demand","operations","bottom-grid"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["header-title","region-control"]},{"id":"header-title","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Power Network Operations","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live grid conditions • Tuesday, 18 August 2026 • 14:32 local","size":"small"},{"id":"region-control","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["region-label","region-select"]},{"id":"region-label","component":"Label","text":"Focus region"},{"id":"region-select","component":"Select","name":"region","placeholder":"All regions","value":"all","items":["region-all","region-north","region-central","region-south"]},{"id":"region-all","component":"SelectItem","value":"all","label":"All regions"},{"id":"region-north","component":"SelectItem","value":"north","label":"North region"},{"id":"region-central","component":"SelectItem","value":"central","label":"Central region"},{"id":"region-south","component":"SelectItem","value":"south","label":"South region"},{"id":"alert","component":"Alert","variant":"warning","title":"Live alert: North reserve margin below target","description":"Reserve margin is 7.8%. North Coast Unit 2 remains unavailable; monitor evening demand ramp."},{"id":"overview","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["load-card","capacity-card","price-card","emissions-card"]},{"id":"load-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["load-header","load-progress"]},{"id":"load-header","component":"CardHeader","title":"Current network load","subtitle":"42.6 GW • +1.4 GW in the last hour"},{"id":"load-progress","component":"Progress","value":76,"label":"76% of available capacity"},{"id":"capacity-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["capacity-header","capacity-callout"]},{"id":"capacity-header","component":"CardHeader","title":"Capacity headroom","subtitle":"13.4 GW available • 7.8% reserve margin"},{"id":"capacity-callout","component":"Callout","variant":"warning","title":"Approaching evening peak","description":"Forecast peak reaches 52.1 GW at 19:00."},{"id":"price-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["price-header","price-tag"]},{"id":"price-header","component":"CardHeader","title":"Current wholesale price","subtitle":"$86.40 per MWh • Up 6.2% today"},{"id":"price-tag","component":"Tag","text":"Real-time market","variant":"info","size":"md"},{"id":"emissions-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["emissions-header","emissions-tag"]},{"id":"emissions-header","component":"CardHeader","title":"Emissions today","subtitle":"18,420 tCO₂e • 0.43 tCO₂e/MWh"},{"id":"emissions-tag","component":"Tag","text":"12% below daily baseline","variant":"success","size":"md"},{"id":"generation-demand","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["generation-card","forecast-card"]},{"id":"generation-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["generation-header","generation-chart"]},{"id":"generation-header","component":"CardHeader","title":"Generation split by source","subtitle":"42.6 GW dispatched"},{"id":"generation-chart","component":"PieChart","variant":"donut","appearance":"circular","labels":["Gas","Wind","Solar","Hydro","Nuclear","Battery"],"values":[14.2,10.8,6.1,4.9,5.4,1.2]},{"id":"forecast-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["forecast-header","forecast-chart","forecast-note"]},{"id":"forecast-header","component":"CardHeader","title":"24-hour demand forecast","subtitle":"Expected peak: 52.1 GW at 19:00"},{"id":"forecast-chart","component":"LineChart","labels":["15:00","17:00","19:00","21:00","23:00","01:00","03:00","05:00","07:00","09:00","11:00","13:00"],"series":["forecast-series"],"variant":"natural","xLabel":"Local time","yLabel":"Demand (GW)"},{"id":"forecast-series","component":"Series","category":"Forecast demand","values":[43.2,48.6,52.1,49.7,43.8,38.4,35.9,36.7,41.5,45.2,46.8,44.1]},{"id":"forecast-note","component":"TextContent","text":"Forecast confidence: high through 06:00; 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+</assistant to=none  高频彩大发快三码中特
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r4.txt
new file mode 100644
index 000000000..047d72b48
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-power__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"power-network-operator-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0B6E4F","agentDisplayName":"Grid Operations Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"power-network-operator-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","topMetrics","mainGrid","bottomGrid"]},{"id":"header","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","gap":"m","children":["titleBlock","regionControl"]},{"id":"titleBlock","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["consoleTitle","consoleSubtitle"]},{"id":"consoleTitle","component":"Heading","text":"Power Network Operations","level":"h1"},{"id":"consoleSubtitle","component":"TextContent","text":"Live grid conditions • Updated just now","size":"small"},{"id":"regionControl","component":"FormControl","label":"Operational region","hint":"Focus all dashboard metrics on a region","input":"regionSelect"},{"id":"regionSelect","component":"Select","name":"region","placeholder":"All 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MW","level":"h2"},{"id":"loadNote","component":"TextContent","text":"↑ 3.8% versus prior hour","size":"small"},{"id":"capacityMetric","component":"Card","variant":"card","direction":"column","gap":"s","children":["capacityLabel","capacityValue","capacityProgress"]},{"id":"capacityLabel","component":"TextContent","text":"Capacity utilization","size":"small"},{"id":"capacityValue","component":"Heading","text":"84% of 21,950 MW","level":"h2"},{"id":"capacityProgress","component":"Progress","value":84,"label":"1,530 MW operating reserve"},{"id":"priceMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["priceLabel","priceValue","priceNote"]},{"id":"priceLabel","component":"TextContent","text":"Current spot price","size":"small"},{"id":"priceValue","component":"Heading","text":"$86.40 / MWh","level":"h2"},{"id":"priceNote","component":"TextContent","text":"↑ $7.10 since 12:00","size":"small"},{"id":"emissionsMetric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["emissionsLabel","emissionsValue","emissionsNote"]},{"id":"emissionsLabel","component":"TextContent","text":"Emissions today","size":"small"},{"id":"emissionsValue","component":"Heading","text":"6,840 tCO₂e","level":"h2"},{"id":"emissionsNote","component":"TextContent","text":"Grid intensity: 371 gCO₂e/kWh","size":"small"},{"id":"mainGrid","component":"Card","variant":"clear","direction":"row","gap":"m","align":"start","children":["generationColumn","forecastColumn","alertsColumn"]},{"id":"generationColumn","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["generationHeader","generationChart","plantsHeader","plantsTable"]},{"id":"generationHeader","component":"CardHeader","title":"Generation split by source","subtitle":"18,760 MW dispatched"},{"id":"generationChart","component":"PieChart","labels":["Natural 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Peaker"]},{"id":"plantRegionCol","component":"Col","label":"Region","type":"string","data":["Central","North","North","Coastal","South","Central"]},{"id":"plantOutputCol","component":"Col","label":"Output","type":"number","data":[1240,860,720,980,640,210]},{"id":"plantStatusCol","component":"Col","label":"Status","type":"string","data":["Online","Online","Online","Online","Derated","Standby"]},{"id":"forecastColumn","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["forecastHeader","forecastChart","maintenanceHeader","maintenanceList","curtailmentHeader","curtailmentText","curtailmentButtons"]},{"id":"forecastHeader","component":"CardHeader","title":"24-hour demand forecast","subtitle":"Forecast peak: 20,180 MW at 19:00"},{"id":"forecastChart","component":"LineChart","labels":["Now","14:00","16:00","18:00","20:00","22:00","00:00","02:00","04:00","06:00","08:00","10:00","12:00"],"series":["demandForecastSeries"],"variant":"natural","xLabel":"Local time","yLabel":"MW"},{"id":"demandForecastSeries","component":"Series","category":"Forecast demand","values":[18420,18100,18550,19820,20180,19400,17620,16280,15640,16050,17480,18120,18760]},{"id":"maintenanceHeader","component":"CardHeader","title":"Planned maintenance — August","subtitle":"3 scheduled activities"},{"id":"maintenanceList","component":"ListBlock","variant":"number","items":["maintenance1","maintenance2","maintenance3"]},{"id":"maintenance1","component":"ListItem","title":"Aug 21–22 · Riverside Unit 2","subtitle":"Central • 420 MW gas unit inspection"},{"id":"maintenance2","component":"ListItem","title":"Aug 25 · North Ridge feeder","subtitle":"North • Wind export line relay testing"},{"id":"maintenance3","component":"ListItem","title":"Aug 29–30 · Harbor cooling system","subtitle":"Coastal • Nuclear auxiliary maintenance"},{"id":"curtailmentHeader","component":"CardHeader","title":"Curtailment control","subtitle":"Emergency demand response"},{"id":"curtailmentText","component":"TextContent","text":"Order a controlled curtailment for the selected region. Requires operator confirmation.","size":"small"},{"id":"curtailmentButtons","component":"Buttons","direction":"row","buttons":["curtailmentReview","curtailmentOrder"]},{"id":"curtailmentReview","component":"Button","label":"Review availability","variant":"secondary","size":"small"},{"id":"curtailmentOrder","component":"Button","label":"Order curtailment","variant":"primary","type":"normal","size":"small","action":[{"type":"open_curtailment_confirmation","region":"selected"}]},{"id":"alertsColumn","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["alertsHeader","criticalAlert","warningAlert","infoAlert","outagesHeader","outagesTable"]},{"id":"alertsHeader","component":"CardHeader","title":"Live alerts","subtitle":"Streaming operational events"},{"id":"criticalAlert","component":"Alert","variant":"destructive","title":"Reserve margin below target","description":"Central region reserve margin is 8.3%. Target is 10%. Assess peaker availability."},{"id":"warningAlert","component":"Alert","variant":"warning","title":"Solar output below forecast","description":"South region solar generation is 14% below forecast due to cloud cover."},{"id":"infoAlert","component":"Alert","variant":"info","title":"Transmission constraint cleared","description":"North–Central intertie returned to normal operating limits at 13:42."},{"id":"outagesHeader","component":"CardHeader","title":"Active outages","subtitle":"Affected region and restoration estimate"},{"id":"outagesTable","component":"Table","columns":["outageAssetCol","outageRegionCol","outageImpactCol","outageEtaCol"]},{"id":"outageAssetCol","component":"Col","label":"Outage","type":"string","data":["West Valley 230 kV line","Pine Creek Unit 1","Harbor transformer T3"]},{"id":"outageRegionCol","component":"Col","label":"Affected region","type":"string","data":["South","North","Coastal"]},{"id":"outageImpactCol","component":"Col","label":"Impact","type":"string","data":["180 MW transfer limit","310 MW unavailable","95 MW transfer limit"]},{"id":"outageEtaCol","component":"Col","label":"Est. restoration","type":"string","data":["18:30 today","06:00 tomorrow","Aug 20, 14:00"]},{"id":"bottomGrid","component":"Card","variant":"clear","direction":"row","gap":"m","children":["operatingNote","followUps"]},{"id":"operatingNote","component":"Callout","variant":"info","title":"Operator note","description":"System remains stable. Keep Central reserve resources on standby through the evening peak."},{"id":"followUps","component":"FollowUpBlock","items":["followUp1","followUp2","followUp3"]},{"id":"followUp1","component":"FollowUpItem","text":"Show Central region details"},{"id":"followUp2","component":"FollowUpItem","text":"Review reserve margin drivers"},{"id":"followUp3","component":"FollowUpItem","text":"Prepare curtailment recommendation"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r1.txt
new file mode 100644
index 000000000..eeb1fa846
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","store-selector","sales-card","traffic-card","performance-row","best-sellers-card","stock-card","shifts-card","promotions-card","registers-card","reorder-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18 · Live store performance and operations","size":"default"},{"id":"store-selector","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","children":["store-label","store-select"]},{"id":"store-label","component":"TextContent","text":"Viewing 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1.6% return rate","size":"small"},{"id":"week-card","component":"Card","variant":"card","direction":"column","gap":"xs","children":["week-heading","week-value","week-note"],"weight":1},{"id":"week-heading","component":"TextContent","text":"This week vs. last week","size":"small-heavy"},{"id":"week-value","component":"Heading","text":"+12.4%","level":"h2"},{"id":"week-note","component":"TextContent","text":"$86,320 vs. $76,790 through Tuesday","size":"small"},{"id":"best-sellers-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["best-sellers-header","best-sellers-table"]},{"id":"best-sellers-header","component":"CardHeader","title":"Best sellers","subtitle":"Units sold today"},{"id":"best-sellers-table","component":"Table","columns":["best-item-col","best-units-col","best-sales-col"]},{"id":"best-item-col","component":"Col","label":"Item","data":["Classic Crew Tee","Everyday Water Bottle","Canvas Tote Bag","Relaxed Fit Hoodie","Cedar & Sage 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AM–7:00 PM · On shift"},{"id":"shift-4","component":"ListItem","title":"Avery Chen — Stock Associate","subtitle":"11:00 AM–8:00 PM · Starts in 1 hour"},{"id":"shift-5","component":"ListItem","title":"Sam Rivera — Sales Associate","subtitle":"12:00 PM–9:00 PM · Starts in 2 hours"},{"id":"promotions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["promotions-header","promotions-table"]},{"id":"promotions-header","component":"CardHeader","title":"Running promotions","subtitle":"Performance this week"},{"id":"promotions-table","component":"Table","columns":["promo-name-col","promo-redemptions-col","promo-sales-col","promo-lift-col"]},{"id":"promo-name-col","component":"Col","label":"Promotion","data":["Buy 2 Tees, Get 1 Free","20% Off Members","Back-to-School Bundle"],"type":"string"},{"id":"promo-redemptions-col","component":"Col","label":"Redemptions","data":[124,86,41],"type":"number"},{"id":"promo-sales-col","component":"Col","label":"Attributed 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processed"},{"id":"reorder-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["reorder-header","reorder-form"]},{"id":"reorder-header","component":"CardHeader","title":"Reorder an item","subtitle":"Submit a replenishment request to inventory"},{"id":"reorder-form","component":"Form","name":"reorder-item","fields":["reorder-item-control","reorder-quantity-control","reorder-note-control"],"buttons":"reorder-buttons"},{"id":"reorder-item-control","component":"FormControl","label":"Item","hint":"Select an out-of-stock or low-stock item","input":"reorder-item-select"},{"id":"reorder-item-select","component":"Select","name":"reorderItem","placeholder":"Select item","items":["reorder-item-1","reorder-item-2","reorder-item-3","reorder-item-4"]},{"id":"reorder-item-1","component":"SelectItem","value":"CT-101-BK-M","label":"Classic Crew Tee — Black / M"},{"id":"reorder-item-2","component":"SelectItem","value":"WB-204-NV","label":"Everyday Water Bottle — Navy"},{"id":"reorder-item-3","component":"SelectItem","value":"HF-310-GY-L","label":"Relaxed Fit Hoodie — Gray / L"},{"id":"reorder-item-4","component":"SelectItem","value":"CN-422-CS","label":"Cedar & Sage Candle"},{"id":"reorder-quantity-control","component":"FormControl","label":"Quantity","input":"reorder-quantity-input"},{"id":"reorder-quantity-input","component":"Input","name":"quantity","type":"number","placeholder":"Enter quantity"},{"id":"reorder-note-control","component":"FormControl","label":"Request note","input":"reorder-note-input"},{"id":"reorder-note-input","component":"TextArea","name":"note","placeholder":"Optional note for inventory team","rows":3},{"id":"reorder-buttons","component":"Buttons","direction":"row","buttons":["submit-reorder-button"]},{"id":"submit-reorder-button","component":"Button","label":"Submit reorder request","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r2.txt
new file mode 100644
index 000000000..a1a3f80ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","store-selector","top-metrics","sales-card","traffic-card","best-sellers-card","inventory-card","team-card","promotions-card","registers-card","weekly-card"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Tuesday, August 18 · Live operating view","size":"default"},{"id":"store-selector","component":"Card","variant":"card","direction":"row","gap":"m","align":"end","children":["store-control","store-select"]},{"id":"store-control","component":"FormControl","label":"Viewing store","hint":"Choose a location to view its live performance.","input":"store-select"},{"id":"store-select","component":"Select","name":"store","placeholder":"Select a store","value":"downtown","items":["store-downtown","store-riverside","store-airport"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown Flagship"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside Mall"},{"id":"store-airport","component":"SelectItem","value":"airport","label":"Airport Terminal"},{"id":"top-metrics","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["basket-metric","returns-metric","shift-metric"]},{"id":"basket-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["basket-title","basket-value","basket-note"]},{"id":"basket-title","component":"TextContent","text":"Average basket size","size":"small"},{"id":"basket-value","component":"Heading","text":"$42.80","level":"h2"},{"id":"basket-note","component":"TextContent","text":"↑ 6.2% vs. last week","size":"small"},{"id":"returns-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["returns-title","returns-value","returns-note"]},{"id":"returns-title","component":"TextContent","text":"Returns this week","size":"small"},{"id":"returns-value","component":"Heading","text":"18","level":"h2"},{"id":"returns-note","component":"TextContent","text":"$486 refunded · ↓ 3 vs. last week","size":"small"},{"id":"shift-metric","component":"Card","variant":"card","direction":"column","gap":"xs","children":["shift-title","shift-value","shift-note"]},{"id":"shift-title","component":"TextContent","text":"On shift now","size":"small"},{"id":"shift-value","component":"Heading","text":"7 team members","level":"h2"},{"id":"shift-note","component":"TextContent","text":"Next handoff at 2:00 PM","size":"small"},{"id":"sales-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["sales-header","sales-progress","sales-details"]},{"id":"sales-header","component":"CardHeader","title":"Sales today","subtitle":"Live sales against daily target"},{"id":"sales-progress","component":"Progress","value":78,"label":"$9,360 of $12,000 target · 78%"},{"id":"sales-details","component":"TextContent","text":"Ahead of the same time last Tuesday by **$740**. Need **$2,640** more to reach target.","size":"small"},{"id":"traffic-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["traffic-header","traffic-chart","traffic-note"]},{"id":"traffic-header","component":"CardHeader","title":"Foot traffic through the day","subtitle":"Store entries by hour"},{"id":"traffic-chart","component":"AreaChart","labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},{"id":"traffic-series","component":"Series","category":"Visitors","values":[24,38,61,88,104,79,68,73,91,57]},{"id":"traffic-note","component":"TextContent","text":"Peak traffic was **1 PM** with 104 visitors. Conversion is currently 31%.","size":"small"},{"id":"best-sellers-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["best-sellers-header","best-sellers-table"]},{"id":"best-sellers-header","component":"CardHeader","title":"Best sellers","subtitle":"Units sold today"},{"id":"best-sellers-table","component":"Table","columns":["best-product-col","best-units-col","best-sales-col"]},{"id":"best-product-col","component":"Col","label":"Product","type":"string","data":["Classic Crew Tee","Everyday Tote","Hydration Bottle","Canvas Sneaker","Travel Hoodie"]},{"id":"best-units-col","component":"Col","label":"Units","type":"number","data":[46,31,28,24,19]},{"id":"best-sales-col","component":"Col","label":"Sales","type":"string","data":["$1,104","$930","$784","$1,680","$1,425"]},{"id":"inventory-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["inventory-header","stock-alert","stock-table","reorder-buttons"]},{"id":"inventory-header","component":"CardHeader","title":"Inventory alerts","subtitle":"Items out of stock need attention"},{"id":"stock-alert","component":"Alert","variant":"warning","title":"3 items are out of stock","description":"Reorder now to avoid missed sales during the evening rush."},{"id":"stock-table","component":"Table","columns":["stock-item-col","stock-sku-col","stock-demand-col"]},{"id":"stock-item-col","component":"Col","label":"Out of stock item","type":"string","data":["Canvas Sneaker · White / 9","Hydration Bottle · Sage","Everyday Tote · Black"]},{"id":"stock-sku-col","component":"Col","label":"SKU","type":"string","data":["SNK-WHT-09","BOT-SGE-01","TOT-BLK-01"]},{"id":"stock-demand-col","component":"Col","label":"Recent demand","type":"string","data":["12 requests","9 requests","7 requests"]},{"id":"reorder-buttons","component":"Buttons","direction":"row","buttons":["reorder-button","inventory-button"]},{"id":"reorder-button","component":"Button","label":"Reorder selected item","variant":"primary","size":"medium","action":["reorder_item"]},{"id":"inventory-button","component":"Button","label":"View full inventory","variant":"secondary","size":"medium","action":["view_inventory"]},{"id":"team-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["team-header","team-table"]},{"id":"team-header","component":"CardHeader","title":"Today's shift","subtitle":"Team coverage and current status"},{"id":"team-table","component":"Table","columns":["team-name-col","team-role-col","team-hours-col","team-status-col"]},{"id":"team-name-col","component":"Col","label":"Team member","type":"string","data":["Maya Chen","Jordan Lee","Priya Shah","Evan Brooks","Sofia Martinez","Noah Williams","Avery Taylor"]},{"id":"team-role-col","component":"Col","label":"Role","type":"string","data":["Store Manager","Cashier","Sales Associate","Stock Associate","Cashier","Sales Associate","Keyholder"]},{"id":"team-hours-col","component":"Col","label":"Shift","type":"string","data":["8 AM – 5 PM","9 AM – 6 PM","10 AM – 7 PM","7 AM – 3 PM","12 PM – 9 PM","1 PM – 9 PM","2 PM – 10 PM"]},{"id":"team-status-col","component":"Col","label":"Status","type":"string","data":["On shift","On shift","On shift","On shift","On shift","On shift","Starts at 2 PM"]},{"id":"promotions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["promotions-header","promotions-table"]},{"id":"promotions-header","component":"CardHeader","title":"Running promotions","subtitle":"Performance since each promotion started"},{"id":"promotions-table","component":"Table","columns":["promo-name-col","promo-redemptions-col","promo-sales-col","promo-performance-col"]},{"id":"promo-name-col","component":"Col","label":"Promotion","type":"string","data":["Buy 2 tees, get 1 free","20% off travel essentials","Member double points"]},{"id":"promo-redemptions-col","component":"Col","label":"Redemptions","type":"number","data":[34,21,57]},{"id":"promo-sales-col","component":"Col","label":"Attributed sales","type":"string","data":["$1,428","$1,176","$2,052"]},{"id":"promo-performance-col","component":"Col","label":"Performance","type":"string","data":["↑ 18% vs. plan","On plan","↑ 9% vs. plan"]},{"id":"registers-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["registers-header","registers-table"]},{"id":"registers-header","component":"CardHeader","title":"Registers","subtitle":"Current status and operator assignment"},{"id":"registers-table","component":"Table","columns":["register-id-col","register-status-col","register-operator-col","register-sales-col"]},{"id":"register-id-col","component":"Col","label":"Register","type":"string","data":["Register 1","Register 2","Register 3","Mobile POS 1"]},{"id":"register-status-col","component":"Col","label":"Status","type":"string","data":["Open","Open","Closed","Open"]},{"id":"register-operator-col","component":"Col","label":"Operator","type":"string","data":["Jordan Lee","Sofia Martinez","—","Priya Shah"]},{"id":"register-sales-col","component":"Col","label":"Sales today","type":"string","data":["$3,820","$2,945","$0","$2,595"]},{"id":"weekly-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["weekly-header","weekly-chart","weekly-summary"]},{"id":"weekly-header","component":"CardHeader","title":"This week vs. last week","subtitle":"Daily sales comparison through Tuesday"},{"id":"weekly-chart","component":"BarChart","labels":["Monday","Tuesday"],"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},{"id":"this-week-series","component":"Series","category":"This week","values":[10480,9360]},{"id":"last-week-series","component":"Series","category":"Last week","values":[9820,8620]},{"id":"weekly-summary","component":"TextContent","text":"This week: **$19,840** · Last week at this point: **$18,440** · **↑ 7.6%**","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r3.txt
new file mode 100644
index 000000000..a6fd9d31a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r3.txt
@@ -0,0 +1,7 @@
+< a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+
+< a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","store-selector","overview-row","sales-card","traffic-card","best-sellers-card","inventory-card","operations-card","promotions-card","comparison-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","justify":"between","align":"center","children":["title-block","date-badge"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Monitor sales, staffing, inventory, and store operations at a glance.","size":"default"},{"id":"date-badge","component":"Badge","text":"Tuesday, Aug 18","variant":"secondary"},{"id":"store-selector","component":"Card","variant":"card","direction":"row","justify":"between","align":"center","children":["store-selector-copy","store-select"]},{"id":"store-selector-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["store-selector-title","store-selector-description"]},{"id":"store-selector-title","component":"TextContent","text":"Viewing store","size":"small-heavy"},{"id":"store-selector-description","component":"TextContent","text":"Downtown Flagship • Store #104","size":"small"},{"id":"store-select","component":"Select","name":"store","placeholder":"Choose a store","value":"downtown","items":["store-downtown","store-riverside","store-mall"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown Flagship (#104)"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside (#208)"},{"id":"store-mall","component":"SelectItem","value":"mall","label":"Westfield Mall (#317)"},{"id":"overview-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["sales-kpi","basket-kpi","returns-kpi","week-kpi"]},{"id":"sales-kpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["sales-kpi-title","sales-kpi-value","sales-kpi-progress","sales-kpi-note"]},{"id":"sales-kpi-title","component":"TextContent","text":"Sales today","size":"small-heavy"},{"id":"sales-kpi-value","component":"Heading","text":"$18,420 / $24,000","level":"h3"},{"id":"sales-kpi-progress","component":"Progress","value":77,"label":"77% of daily target"},{"id":"sales-kpi-note","component":"TextContent","text":"$5,580 remaining to target","size":"small"},{"id":"basket-kpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["basket-kpi-title","basket-kpi-value","basket-kpi-note"]},{"id":"basket-kpi-title","component":"TextContent","text":"Average basket size","size":"small-heavy"},{"id":"basket-kpi-value","component":"Heading","text":"$46.80","level":"h3"},{"id":"basket-kpi-note","component":"TextContent","text":"↑ 6.2% vs. yesterday","size":"small"},{"id":"returns-kpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["returns-kpi-title","returns-kpi-value","returns-kpi-note"]},{"id":"returns-kpi-title","component":"TextContent","text":"Returns this week","size":"small-heavy"},{"id":"returns-kpi-value","component":"Heading","text":"$1,284","level":"h3"},{"id":"returns-kpi-note","component":"TextContent","text":"27 items • 1.8% of sales","size":"small"},{"id":"week-kpi","component":"Card","variant":"card","direction":"column","gap":"s","children":["week-kpi-title","week-kpi-value","week-kpi-note"]},{"id":"week-kpi-title","component":"TextContent","text":"This week vs. last week","size":"small-heavy"},{"id":"week-kpi-value","component":"Heading","text":"↑ 8.4%","level":"h3"},{"id":"week-kpi-note","component":"TextContent","text":"$92,640 vs. $85,460 at this point last week","size":"small"},{"id":"sales-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["sales-header","sales-chart"]},{"id":"sales-header","component":"CardHeader","title":"Sales today against target","subtitle":"Hourly sales performance through 2:00 PM"},{"id":"sales-chart","component":"BarChart","labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM","7 PM","8 PM"],"series":["sales-actual","sales-target"],"variant":"grouped","xLabel":"Time","yLabel":"Sales ($)"},{"id":"sales-actual","component":"Series","category":"Actual sales","values":[820,1240,1680,2380,2120,1960,0,0,0,0,0,0]},{"id":"sales-target","component":"Series","category":"Target","values":[900,1300,1700,2200,2100,2050,2100,2300,2600,2800,2400,1550]},{"id":"traffic-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["traffic-header","traffic-chart","traffic-note"]},{"id":"traffic-header","component":"CardHeader","title":"Foot traffic through the day","subtitle":"1,146 visitors so far • Peak: 12–1 PM"},{"id":"traffic-chart","component":"LineChart","labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM","7 PM","8 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},{"id":"traffic-series","component":"Series","category":"Visitors","values":[54,92,141,236,208,176,0,0,0,0,0,0]},{"id":"traffic-note","component":"TextContent","text":"Conversion rate: 34.8% • 2.1 percentage points above last Tuesday","size":"small"},{"id":"best-sellers-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["best-sellers-header","best-sellers-table"]},{"id":"best-sellers-header","component":"CardHeader","title":"Best sellers","subtitle":"Units sold today"},{"id":"best-sellers-table","component":"Table","columns":["best-seller-product","best-seller-units","best-seller-sales"]},{"id":"best-seller-product","component":"Col","label":"Product","type":"string","data":["Classic Crew Tee","Everyday Tote Bag","Hydration Bottle 750ml","Relaxed Fit Jeans","Canvas Low-Top Sneakers"]},{"id":"best-seller-units","component":"Col","label":"Units","type":"number","data":[86,64,51,43,37]},{"id":"best-seller-sales","component":"Col","label":"Sales","type":"string","data":["$1,892","$1,536","$1,071","$2,365","$2,553"]},{"id":"inventory-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["inventory-header","out-of-stock-alert","out-of-stock-table","reorder-button"]},{"id":"inventory-header","component":"CardHeader","title":"Inventory attention","subtitle":"Items currently out of stock"},{"id":"out-of-stock-alert","component":"Alert","title":"4 items need replenishment","description":"These products cannot be sold until inventory is received or transferred.","variant":"warning"},{"id":"out-of-stock-table","component":"Table","columns":["oos-item","oos-sku","oos-last-sale"]},{"id":"oos-item","component":"Col","label":"Item","type":"string","data":["Classic Crew Tee — Black / M","Hydration Bottle 750ml — Sage","Canvas Low-Top Sneakers — 9","Travel Umbrella — Navy"]},{"id":"oos-sku","component":"Col","label":"SKU","type":"string","data":["CT-102-BLK-M","HB-750-SGE","SN-210-WHT-09","TU-088-NVY"]},{"id":"oos-last-sale","component":"Col","label":"Last sold","type":"string","data":["11:42 AM","12:18 PM","1:06 PM","Yesterday"]},{"id":"reorder-button","component":"Button","label":"Create reorder","variant":"primary","size":"medium","action":["reorder_inventory"]},{"id":"operations-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["operations-header","operations-tabs"]},{"id":"operations-header","component":"CardHeader","title":"Store operations","subtitle":"Today’s team and register status"},{"id":"operations-tabs","component":"Tabs","items":["shift-tab","register-tab"]},{"id":"shift-tab","component":"TabItem","value":"shifts","trigger":"On shift today","content":["shift-list"]},{"id":"shift-list","component":"ListBlock","variant":"number","items":["shift-1","shift-2","shift-3","shift-4","shift-5"]},{"id":"shift-1","component":"ListItem","title":"Maya Patel","subtitle":"Store Manager • 8:00 AM–4:30 PM"},{"id":"shift-2","component":"ListItem","title":"Jordan Lee","subtitle":"Sales Associate • 9:00 AM–5:30 PM"},{"id":"shift-3","component":"ListItem","title":"Sofia Ramirez","subtitle":"Cashier • 10:00 AM–6:30 PM"},{"id":"shift-4","component":"ListItem","title":"Ethan Brooks","subtitle":"Stock Associate • 11:00 AM–7:30 PM"},{"id":"shift-5","component":"ListItem","title":"Ava Chen","subtitle":"Sales Associate • 12:00 PM–8:30 PM"},{"id":"register-tab","component":"TabItem","value":"registers","trigger":"Registers","content":["register-table"]},{"id":"register-table","component":"Table","columns":["register-name","register-status","register-cashier","register-sales"]},{"id":"register-name","component":"Col","label":"Register","type":"string","data":["Register 1","Register 2","Register 3","Mobile POS 1"]},{"id":"register-status","component":"Col","label":"Status","type":"string","data":["Open","Open","Closed","Open"]},{"id":"register-cashier","component":"Col","label":"Assigned to","type":"string","data":["Sofia Ramirez","Jordan Lee","—","Ava Chen"]},{"id":"register-sales","component":"Col","label":"Sales today","type":"string","data":["$6,740","$5,980","$0","$2,210"]},{"id":"promotions-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["promotions-header","promotions-table","promotion-note"]},{"id":"promotions-header","component":"CardHeader","title":"Running promotions","subtitle":"Performance today"},{"id":"promotions-table","component":"Table","columns":["promo-name","promo-redemptions","promo-sales","promo-lift"]},{"id":"promo-name","component":"Col","label":"Promotion","type":"string","data":["Buy 2 Tees, Get 1 Free","20% Off Accessories","Member Double Points"]},{"id":"promo-redemptions","component":"Col","label":"Redemptions","type":"number","data":[42,31,78]},{"id":"promo-sales","component":"Col","label":"Attributed sales","type":"string","data":["$1,764","$1,128","$3,420"]},{"id":"promo-lift","component":"Col","label":"Vs. baseline","type":"string","data":["↑ 18%","↑ 9%","↑ 14%"]},{"id":"promotion-note","component":"TextCallout","variant":"success","title":"Promotion momentum","description":"Member Double Points is driving the most attributed revenue and has 3 hours remaining today."},{"id":"comparison-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["comparison-header","comparison-chart","comparison-summary"]},{"id":"comparison-header","component":"CardHeader","title":"This week compared with last week","subtitle":"Sales through Tuesday, 2:00 PM"},{"id":"comparison-chart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},{"id":"this-week-series","component":"Series","category":"This week","values":[42220,50420,0,0,0,0,0]},{"id":"last-week-series","component":"Series","category":"Last week","values":[39460,46000,48120,52200,61100,70400,56800]},{"id":"comparison-summary","component":"TextContent","text":"Week to date: $92,640, up $7,180 (+8.4%) from the same point last week. Stronger average basket size accounts for most of the gain.","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r4.txt
new file mode 100644
index 000000000..a3fba4626
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-retail__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"store-manager-daily-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Store Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"store-manager-daily-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","store-selector","overview-row","sales-card","traffic-card","operations-row","best-sellers-card","stock-card","shift-card","performance-row","returns-card","promotions-card","registers-card","reorder-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["title-block","date-tag"]},{"id":"title-block","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Daily Store Console","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Tuesday, August 18 · Live operational overview","size":"default"},{"id":"date-tag","component":"Tag","text":"Live updates","variant":"success","size":"md"},{"id":"store-selector","component":"Card","variant":"sunk","direction":"row","align":"center","gap":"m","children":["store-label","store-select"]},{"id":"store-label","component":"Label","text":"Viewing store"},{"id":"store-select","component":"Select","name":"store","placeholder":"Choose a store","value":"downtown","items":["store-downtown","store-riverside","store-mall"]},{"id":"store-downtown","component":"SelectItem","value":"downtown","label":"Downtown — Store #104"},{"id":"store-riverside","component":"SelectItem","value":"riverside","label":"Riverside — Store #218"},{"id":"store-mall","component":"SelectItem","value":"mall","label":"North Mall — Store #307"},{"id":"overview-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["sales-kpi","basket-kpi","week-kpi"]},{"id":"sales-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["sales-kpi-title","sales-kpi-value","sales-progress","sales-kpi-detail"]},{"id":"sales-kpi-title","component":"TextContent","text":"Sales today","size":"small"},{"id":"sales-kpi-value","component":"Heading","text":"$18,420 / $24,000","level":"h3"},{"id":"sales-progress","component":"Progress","value":77,"label":"77% of daily target"},{"id":"sales-kpi-detail","component":"TextContent","text":"$5,580 remaining to target","size":"small"},{"id":"basket-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["basket-kpi-title","basket-kpi-value","basket-kpi-detail"]},{"id":"basket-kpi-title","component":"TextContent","text":"Average basket size","size":"small"},{"id":"basket-kpi-value","component":"Heading","text":"$42.16","level":"h3"},{"id":"basket-kpi-detail","component":"TextContent","text":"↑ 6.4% vs. yesterday","size":"small"},{"id":"week-kpi","component":"Card","variant":"card","direction":"column","gap":"xs","weight":1,"children":["week-kpi-title","week-kpi-value","week-kpi-detail"]},{"id":"week-kpi-title","component":"TextContent","text":"This week vs. last week","size":"small"},{"id":"week-kpi-value","component":"Heading","text":"+8.7%","level":"h3"},{"id":"week-kpi-detail","component":"TextContent","text":"$102,860 this week · $94,640 last week","size":"small"},{"id":"sales-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["sales-header","sales-chart"]},{"id":"sales-header","component":"CardHeader","title":"Sales today against target","subtitle":"Hourly sales performance through 4:00 PM"},{"id":"sales-chart","component":"BarChart","labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM"],"series":["actual-sales-series","target-sales-series"],"variant":"grouped","xLabel":"Time","yLabel":"Sales ($)"},{"id":"actual-sales-series","component":"Series","category":"Actual sales","values":[980,1420,1890,3260,2740,2310,2980,2840]},{"id":"target-sales-series","component":"Series","category":"Target","values":[1100,1500,1900,3000,2800,2500,2700,2900]},{"id":"traffic-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["traffic-header","traffic-chart"]},{"id":"traffic-header","component":"CardHeader","title":"Foot traffic through the day","subtitle":"1,146 visitors so far · Peak: 12–1 PM"},{"id":"traffic-chart","component":"LineChart","labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},{"id":"traffic-series","component":"Series","category":"Visitors","values":[62,94,138,226,184,141,167,134]},{"id":"operations-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["best-sellers-card","stock-card"]},{"id":"best-sellers-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["best-sellers-header","best-sellers-table"]},{"id":"best-sellers-header","component":"CardHeader","title":"Best sellers","subtitle":"Units sold today"},{"id":"best-sellers-table","component":"Table","columns":["best-seller-item-col","best-seller-units-col"]},{"id":"best-seller-item-col","component":"Col","label":"Item","data":["Classic Crew Tee","Everyday Denim Jacket","Canvas Tote Bag","Ribbed Tank Top","Leather Belt"],"type":"string"},{"id":"best-seller-units-col","component":"Col","label":"Units","data":[86,54,47,42,38],"type":"number"},{"id":"stock-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["stock-header","stock-alert","stock-list"]},{"id":"stock-header","component":"CardHeader","title":"Out of stock","subtitle":"Action required before next delivery"},{"id":"stock-alert","component":"Alert","title":"4 items need replenishment","description":"Reorder now to reduce missed sales.","variant":"warning"},{"id":"stock-list","component":"ListBlock","variant":"number","items":["stock-item-1","stock-item-2","stock-item-3","stock-item-4"]},{"id":"stock-item-1","component":"ListItem","title":"Classic Crew Tee — Black / M","subtitle":"SKU CT-100-BLK-M","actionLabel":"Reorder"},{"id":"stock-item-2","component":"ListItem","title":"Everyday Denim Jacket — Indigo / L","subtitle":"SKU DJ-210-IND-L","actionLabel":"Reorder"},{"id":"stock-item-3","component":"ListItem","title":"Canvas Tote Bag — Natural","subtitle":"SKU TB-330-NAT","actionLabel":"Reorder"},{"id":"stock-item-4","component":"ListItem","title":"Ribbed Tank Top — White / S","subtitle":"SKU RT-122-WHT-S","actionLabel":"Reorder"},{"id":"shift-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["shift-header","shift-list"]},{"id":"shift-header","component":"CardHeader","title":"On shift today","subtitle":"7 team members scheduled"},{"id":"shift-list","component":"Table","columns":["shift-name-col","shift-role-col","shift-time-col","shift-status-col"]},{"id":"shift-name-col","component":"Col","label":"Team member","data":["Maya Chen","Jordan Patel","Elena Rodriguez","Sam Wilson","Priya Nair","Noah Kim","Avery Brooks"],"type":"string"},{"id":"shift-role-col","component":"Col","label":"Role","data":["Store Manager","Sales Associate","Cashier","Stock Associate","Sales Associate","Cashier","Sales Associate"],"type":"string"},{"id":"shift-time-col","component":"Col","label":"Shift","data":["8 AM–5 PM","9 AM–6 PM","9 AM–5 PM","10 AM–7 PM","11 AM–8 PM","12 PM–8 PM","1 PM–9 PM"],"type":"string"},{"id":"shift-status-col","component":"Col","label":"Status","data":["On shift","On shift","On shift","On shift","On shift","Upcoming","Upcoming"],"type":"string"},{"id":"performance-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["returns-card","promotions-card","registers-card"]},{"id":"returns-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["returns-header","returns-value","returns-detail","returns-chart"]},{"id":"returns-header","component":"CardHeader","title":"Returns this week","subtitle":"Processed through today"},{"id":"returns-value","component":"Heading","text":"31 returns · $1,284","level":"h3"},{"id":"returns-detail","component":"TextContent","text":"2.1% of weekly sales · ↓ 0.4 pts vs. last week","size":"small"},{"id":"returns-chart","component":"BarChart","labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["returns-series"],"variant":"grouped","xLabel":"Day","yLabel":"Returns"},{"id":"returns-series","component":"Series","category":"Returns","values":[6,8,5,7,5,0,0]},{"id":"promotions-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["promotions-header","promotions-table"]},{"id":"promotions-header","component":"CardHeader","title":"Running promotions","subtitle":"Performance today"},{"id":"promotions-table","component":"Table","columns":["promo-name-col","promo-sales-col","promo-redemption-col"]},{"id":"promo-name-col","component":"Col","label":"Promotion","data":["Buy 2 Tees, Save 20%","Denim Weekend","Member Bonus Points"],"type":"string"},{"id":"promo-sales-col","component":"Col","label":"Sales","data":["$2,460","$1,980","$1,230"],"type":"string"},{"id":"promo-redemption-col","component":"Col","label":"Redemption","data":["64 uses · 18.2%","29 uses · 12.6%","87 uses · 9.4%"],"type":"string"},{"id":"registers-card","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["registers-header","registers-table"]},{"id":"registers-header","component":"CardHeader","title":"Registers","subtitle":"Current checkout status"},{"id":"registers-table","component":"Table","columns":["register-col","register-status-col","register-cashier-col"]},{"id":"register-col","component":"Col","label":"Register","data":["Register 1","Register 2","Register 3","Mobile POS"],"type":"string"},{"id":"register-status-col","component":"Col","label":"Status","data":["Open","Open","Closed","Open"],"type":"string"},{"id":"register-cashier-col","component":"Col","label":"Assigned to","data":["Elena Rodriguez","Noah Kim","—","Jordan Patel"],"type":"string"},{"id":"reorder-card","component":"Card","variant":"sunk","direction":"column","gap":"m","children":["reorder-header","reorder-form"]},{"id":"reorder-header","component":"CardHeader","title":"Create a reorder","subtitle":"Submit a replenishment request for an item"},{"id":"reorder-form","component":"Form","name":"reorder-item","fields":["reorder-item-control","reorder-quantity-control","reorder-notes-control"],"buttons":"reorder-buttons"},{"id":"reorder-item-control","component":"FormControl","label":"Item","hint":"Select an item to replenish","input":"reorder-item-select"},{"id":"reorder-item-select","component":"Select","name":"reorder-item","placeholder":"Choose an item","items":["reorder-option-tee","reorder-option-jacket","reorder-option-tote","reorder-option-tank"]},{"id":"reorder-option-tee","component":"SelectItem","value":"CT-100-BLK-M","label":"Classic Crew Tee — Black / M"},{"id":"reorder-option-jacket","component":"SelectItem","value":"DJ-210-IND-L","label":"Everyday Denim Jacket — Indigo / L"},{"id":"reorder-option-tote","component":"SelectItem","value":"TB-330-NAT","label":"Canvas Tote Bag — Natural"},{"id":"reorder-option-tank","component":"SelectItem","value":"RT-122-WHT-S","label":"Ribbed Tank Top — White / S"},{"id":"reorder-quantity-control","component":"FormControl","label":"Quantity","hint":"Suggested quantity is based on recent sales","input":"reorder-quantity-input"},{"id":"reorder-quantity-input","component":"Input","name":"reorder-quantity","type":"number","placeholder":"e.g. 48","value":"48"},{"id":"reorder-notes-control","component":"FormControl","label":"Notes","input":"reorder-notes-input"},{"id":"reorder-notes-input","component":"TextArea","name":"reorder-notes","placeholder":"Optional note for purchasing","rows":2},{"id":"reorder-buttons","component":"Buttons","direction":"row","buttons":["reorder-submit","reorder-cancel"]},{"id":"reorder-submit","component":"Button","label":"Submit reorder","variant":"primary","size":"medium"},{"id":"reorder-cancel","component":"Button","label":"Clear","variant":"secondary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r1.txt
new file mode 100644
index 000000000..180c28f31
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r1.txt
@@ -0,0 +1,789 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "saas-admin-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#2563EB",
+      "agentDisplayName": "Admin Overview"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "saas-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "period-controls",
+          "kpi-row",
+          "revenue-chart-card",
+          "plan-and-seat-row",
+          "customers-card",
+          "risk-and-payments-row",
+          "product-health-row"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "title-block",
+          "invite-admin-button"
+        ]
+      },
+      {
+        "id": "title-block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Admin overview",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Monitor revenue, customers, billing, and product health in one place.",
+        "size": "default"
+      },
+      {
+        "id": "invite-admin-button",
+        "component": "Button",
+        "label": "Invite admin",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "openInviteAdmin"
+          }
+        ]
+      },
+      {
+        "id": "period-controls",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "period-label",
+          "reporting-period-select"
+        ]
+      },
+      {
+        "id": "period-label",
+        "component": "TextContent",
+        "text": "Reporting period",
+        "size": "small-heavy"
+      },
+      {
+        "id": "reporting-period-select",
+        "component": "Select",
+        "name": "reportingPeriod",
+        "placeholder": "Select reporting period",
+        "value": "current-month",
+        "items": [
+          "period-current-month",
+          "period-last-month",
+          "period-quarter",
+          "period-year"
+        ]
+      },
+      {
+        "id": "period-current-month",
+        "component": "SelectItem",
+        "value": "current-month",
+        "label": "Current month"
+      },
+      {
+        "id": "period-last-month",
+        "component": "SelectItem",
+        "value": "last-month",
+        "label": "Last month"
+      },
+      {
+        "id": "period-quarter",
+        "component": "SelectItem",
+        "value": "current-quarter",
+        "label": "Current quarter"
+      },
+      {
+        "id": "period-year",
+        "component": "SelectItem",
+        "value": "current-year",
+        "label": "Current year"
+      },
+      {
+        "id": "kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "mrr-card",
+          "arr-card",
+          "churn-card",
+          "nps-card"
+        ]
+      },
+      {
+        "id": "mrr-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "mrr-label",
+          "mrr-value",
+          "mrr-detail"
+        ]
+      },
+      {
+        "id": "mrr-label",
+        "component": "TextContent",
+        "text": "Monthly recurring revenue",
+        "size": "small"
+      },
+      {
+        "id": "mrr-value",
+        "component": "Heading",
+        "text": "$184,250",
+        "level": "h2"
+      },
+      {
+        "id": "mrr-detail",
+        "component": "TextContent",
+        "text": "↑ 8.4% vs. previous month",
+        "size": "small"
+      },
+      {
+        "id": "arr-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "arr-label",
+          "arr-value",
+          "arr-detail"
+        ]
+      },
+      {
+        "id": "arr-label",
+        "component": "TextContent",
+        "text": "Annual recurring revenue",
+        "size": "small"
+      },
+      {
+        "id": "arr-value",
+        "component": "Heading",
+        "text": "$2.21M",
+        "level": "h2"
+      },
+      {
+        "id": "arr-detail",
+        "component": "TextContent",
+        "text": "↑ 11.2% year over year",
+        "size": "small"
+      },
+      {
+        "id": "churn-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "churn-label",
+          "churn-value",
+          "churn-detail"
+        ]
+      },
+      {
+        "id": "churn-label",
+        "component": "TextContent",
+        "text": "Churn this month",
+        "size": "small"
+      },
+      {
+        "id": "churn-value",
+        "component": "Heading",
+        "text": "1.8%",
+        "level": "h2"
+      },
+      {
+        "id": "churn-detail",
+        "component": "TextContent",
+        "text": "6 accounts · $3,380 MRR lost",
+        "size": "small"
+      },
+      {
+        "id": "nps-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "nps-label",
+          "nps-value",
+          "nps-detail"
+        ]
+      },
+      {
+        "id": "nps-label",
+        "component": "TextContent",
+        "text": "Current NPS",
+        "size": "small"
+      },
+      {
+        "id": "nps-value",
+        "component": "Heading",
+        "text": "54",
+        "level": "h2"
+      },
+      {
+        "id": "nps-detail",
+        "component": "TextContent",
+        "text": "Based on 428 responses this quarter",
+        "size": "small"
+      },
+      {
+        "id": "revenue-chart-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "revenue-header",
+          "signup-chart"
+        ]
+      },
+      {
+        "id": "revenue-header",
+        "component": "CardHeader",
+        "title": "New signups",
+        "subtitle": "Weekly signups over the past 90 days"
+      },
+      {
+        "id": "signup-chart",
+        "component": "BarChart",
+        "labels": [
+          "May 20",
+          "May 27",
+          "Jun 3",
+          "Jun 10",
+          "Jun 17",
+          "Jun 24",
+          "Jul 1",
+          "Jul 8",
+          "Jul 15",
+          "Jul 22",
+          "Jul 29",
+          "Aug 5",
+          "Aug 12"
+        ],
+        "series": [
+          "signup-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Week",
+        "yLabel": "New accounts"
+      },
+      {
+        "id": "signup-series",
+        "component": "Series",
+        "category": "Signups",
+        "values": [
+          42,
+          51,
+          48,
+          64,
+          59,
+          72,
+          68,
+          83,
+          79,
+          91,
+          88,
+          96,
+          104
+        ]
+      },
+      {
+        "id": "plan-and-seat-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "plans-card",
+          "seat-utilization-card"
+        ]
+      },
+      {
+        "id": "plans-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "plans-header",
+          "plans-chart",
+          "plans-tags"
+        ]
+      },
+      {
+        "id": "plans-header",
+        "component": "CardHeader",
+        "title": "Customers by plan",
+        "subtitle": "1,284 active customer accounts"
+      },
+      {
+        "id": "plans-chart",
+        "component": "PieChart",
+        "labels": [
+          "Starter",
+          "Growth",
+          "Business",
+          "Enterprise"
+        ],
+        "values": [
+          612,
+          421,
+          187,
+          64
+        ],
+        "variant": "donut",
+        "appearance": "circular"
+      },
+      {
+        "id": "plans-tags",
+        "component": "TagBlock",
+        "tags": [
+          "Starter · 612",
+          "Growth · 421",
+          "Business · 187",
+          "Enterprise · 64"
+        ]
+      },
+      {
+        "id": "seat-utilization-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "seats-header",
+          "seats-progress",
+          "seats-summary",
+          "seats-callout"
+        ]
+      },
+      {
+        "id": "seats-header",
+        "component": "CardHeader",
+        "title": "Seat utilization",
+        "subtitle": "Across all active customer subscriptions"
+      },
+      {
+        "id": "seats-progress",
+        "component": "Progress",
+        "value": 78,
+        "label": "78% of purchased seats are assigned"
+      },
+      {
+        "id": "seats-summary",
+        "component": "TextContent",
+        "text": "18,430 assigned of 23,620 purchased seats · 5,190 seats available",
+        "size": "default"
+      },
+      {
+        "id": "seats-callout",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Expansion opportunity",
+        "description": "96 accounts are using more than 90% of their purchased seats."
+      },
+      {
+        "id": "customers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "customers-header",
+          "customers-table"
+        ]
+      },
+      {
+        "id": "customers-header",
+        "component": "CardHeader",
+        "title": "Largest customers",
+        "subtitle": "Top 10 accounts by monthly spend"
+      },
+      {
+        "id": "customers-table",
+        "component": "Table",
+        "columns": [
+          "customer-name-col",
+          "customer-plan-col",
+          "customer-seats-col",
+          "customer-spend-col"
+        ]
+      },
+      {
+        "id": "customer-name-col",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Northstar Labs",
+          "Acme Corporation",
+          "Vertex Systems",
+          "Bluebird Health",
+          "Pine & Co.",
+          "Orbit Financial",
+          "Luma Commerce",
+          "Horizon Media",
+          "Cedar Analytics",
+          "Summit Logistics"
+        ]
+      },
+      {
+        "id": "customer-plan-col",
+        "component": "Col",
+        "label": "Plan",
+        "type": "string",
+        "data": [
+          "Enterprise",
+          "Enterprise",
+          "Enterprise",
+          "Business",
+          "Enterprise",
+          "Business",
+          "Business",
+          "Business",
+          "Growth",
+          "Business"
+        ]
+      },
+      {
+        "id": "customer-seats-col",
+        "component": "Col",
+        "label": "Seats",
+        "type": "number",
+        "data": [
+          820,
+          640,
+          510,
+          420,
+          390,
+          365,
+          340,
+          300,
+          275,
+          260
+        ]
+      },
+      {
+        "id": "customer-spend-col",
+        "component": "Col",
+        "label": "Monthly spend",
+        "type": "string",
+        "data": [
+          "$18,400",
+          "$15,600",
+          "$13,250",
+          "$10,920",
+          "$9,750",
+          "$9,125",
+          "$8,840",
+          "$7,800",
+          "$6,325",
+          "$6,240"
+        ]
+      },
+      {
+        "id": "risk-and-payments-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "risk-card",
+          "failed-payments-card"
+        ]
+      },
+      {
+        "id": "risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risk-header",
+          "risk-list"
+        ]
+      },
+      {
+        "id": "risk-header",
+        "component": "CardHeader",
+        "title": "Accounts at risk",
+        "subtitle": "Accounts requiring attention this week"
+      },
+      {
+        "id": "risk-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "risk-item-1",
+          "risk-item-2",
+          "risk-item-3",
+          "risk-item-4"
+        ]
+      },
+      {
+        "id": "risk-item-1",
+        "component": "ListItem",
+        "title": "Bluebird Health",
+        "subtitle": "Usage down 47% over the last 30 days",
+        "actionLabel": "Review account"
+      },
+      {
+        "id": "risk-item-2",
+        "component": "ListItem",
+        "title": "Cedar Analytics",
+        "subtitle": "Renewal in 21 days; champion has not engaged",
+        "actionLabel": "Review account"
+      },
+      {
+        "id": "risk-item-3",
+        "component": "ListItem",
+        "title": "Maple Works",
+        "subtitle": "3 unresolved support tickets older than 7 days",
+        "actionLabel": "Review account"
+      },
+      {
+        "id": "risk-item-4",
+        "component": "ListItem",
+        "title": "Orbit Financial",
+        "subtitle": "NPS detractor response received this month",
+        "actionLabel": "Review account"
+      },
+      {
+        "id": "failed-payments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "failed-payments-header",
+          "failed-payments-table"
+        ]
+      },
+      {
+        "id": "failed-payments-header",
+        "component": "CardHeader",
+        "title": "Failed payments",
+        "subtitle": "4 invoices need a retry"
+      },
+      {
+        "id": "failed-payments-table",
+        "component": "Table",
+        "columns": [
+          "payment-customer-col",
+          "payment-amount-col",
+          "payment-failure-col",
+          "payment-retry-col"
+        ]
+      },
+      {
+        "id": "payment-customer-col",
+        "component": "Col",
+        "label": "Customer",
+        "type": "string",
+        "data": [
+          "Maple Works",
+          "Tandem Studio",
+          "Kite Digital",
+          "Westbridge Group"
+        ]
+      },
+      {
+        "id": "payment-amount-col",
+        "component": "Col",
+        "label": "Amount",
+        "type": "string",
+        "data": [
+          "$2,400",
+          "$1,200",
+          "$780",
+          "$560"
+        ]
+      },
+      {
+        "id": "payment-failure-col",
+        "component": "Col",
+        "label": "Failure reason",
+        "type": "string",
+        "data": [
+          "Card declined",
+          "Insufficient funds",
+          "Expired card",
+          "Payment processor timeout"
+        ]
+      },
+      {
+        "id": "payment-retry-col",
+        "component": "Col",
+        "label": "Action",
+        "type": "action",
+        "data": [
+          "Retry payment",
+          "Retry payment",
+          "Retry payment",
+          "Retry payment"
+        ]
+      },
+      {
+        "id": "product-health-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "feature-adoption-card",
+          "admin-actions-card"
+        ]
+      },
+      {
+        "id": "feature-adoption-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "feature-header",
+          "feature-adoption-chart"
+        ]
+      },
+      {
+        "id": "feature-header",
+        "component": "CardHeader",
+        "title": "New feature adoption",
+        "subtitle": "Share of eligible accounts using the three newest features"
+      },
+      {
+        "id": "feature-adoption-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Workflow Automations",
+          "Custom Dashboards",
+          "AI Summaries"
+        ],
+        "series": [
+          "feature-adoption-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Adoption rate",
+        "yLabel": "Feature"
+      },
+      {
+        "id": "feature-adoption-series",
+        "component": "Series",
+        "category": "Adoption",
+        "values": [
+          46,
+          38,
+          29
+        ]
+      },
+      {
+        "id": "admin-actions-card",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "admin-actions-header",
+          "admin-actions-text",
+          "admin-actions-buttons"
+        ]
+      },
+      {
+        "id": "admin-actions-header",
+        "component": "Heading",
+        "text": "Admin actions",
+        "level": "h3"
+      },
+      {
+        "id": "admin-actions-text",
+        "component": "TextContent",
+        "text": "Manage access and keep your reporting setup current.",
+        "size": "default"
+      },
+      {
+        "id": "admin-actions-buttons",
+        "component": "Buttons",
+        "direction": "column",
+        "buttons": [
+          "invite-admin-secondary",
+          "manage-billing-button"
+        ]
+      },
+      {
+        "id": "invite-admin-secondary",
+        "component": "Button",
+        "label": "Invite another admin",
+        "variant": "primary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "openInviteAdmin"
+          }
+        ]
+      },
+      {
+        "id": "manage-billing-button",
+        "component": "Button",
+        "label": "Manage billing settings",
+        "variant": "secondary",
+        "size": "medium",
+        "action": [
+          {
+            "type": "openBillingSettings"
+          }
+        ]
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r2.txt
new file mode 100644
index 000000000..e40c4fc1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"SaaS Admin"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","period-card","kpi-row","signup-card","plan-card","seat-card","customers-card","risk-card","payments-card","adoption-card","nps-card","admin-card"]},{"id":"header","component":"Card","variant":"clear","direction":"row","align":"center","justify":"between","children":["header-copy","invite-admin"]},{"id":"header-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["page-title","page-subtitle"]},{"id":"page-title","component":"Heading","text":"Admin overview","level":"h1"},{"id":"page-subtitle","component":"TextContent","text":"Revenue, customers, payments, and product health at a glance.","size":"default"},{"id":"invite-admin","component":"DialogBlock","triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an invitation to help manage your company workspace.","triggerVariant":"default","content":["invite-email-control","invite-role-control"]},{"id":"invite-email-control","component":"FormControl","label":"Admin email","hint":"They will receive an email invitation.","input":"invite-email-input"},{"id":"invite-email-input","component":"Input","name":"adminEmail","type":"email","placeholder":"admin@company.com"},{"id":"invite-role-control","component":"FormControl","label":"Role","input":"invite-role-select"},{"id":"invite-role-select","component":"Select","name":"adminRole","placeholder":"Select role","items":["role-owner","role-admin"]},{"id":"role-owner","component":"SelectItem","value":"owner","label":"Owner"},{"id":"role-admin","component":"SelectItem","value":"admin","label":"Admin"},{"id":"period-card","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","children":["period-copy","period-select"]},{"id":"period-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["period-title","period-description"]},{"id":"period-title","component":"Heading","text":"Reporting period","level":"h3"},{"id":"period-description","component":"TextContent","text":"Metrics are compared with the prior equivalent period.","size":"small"},{"id":"period-select","component":"Select","name":"reportingPeriod","value":"last30","items":["period-30","period-90","period-quarter","period-year"]},{"id":"period-30","component":"SelectItem","value":"last30","label":"Last 30 days"},{"id":"period-90","component":"SelectItem","value":"last90","label":"Last 90 days"},{"id":"period-quarter","component":"SelectItem","value":"quarter","label":"This quarter"},{"id":"period-year","component":"SelectItem","value":"year","label":"This year"},{"id":"kpi-row","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["mrr-card","arr-card","churn-card","nps-card"]},{"id":"mrr-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["mrr-label","mrr-value","mrr-trend"]},{"id":"mrr-label","component":"TextContent","text":"Monthly recurring revenue","size":"small"},{"id":"mrr-value","component":"Heading","text":"$248,600","level":"h2"},{"id":"mrr-trend","component":"Tag","text":"↑ 8.4% vs. prior period","variant":"success","size":"sm"},{"id":"arr-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["arr-label","arr-value","arr-trend"]},{"id":"arr-label","component":"TextContent","text":"Annual recurring revenue","size":"small"},{"id":"arr-value","component":"Heading","text":"$2.98M","level":"h2"},{"id":"arr-trend","component":"Tag","text":"↑ 8.4% annualized","variant":"success","size":"sm"},{"id":"churn-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["churn-label","churn-value","churn-trend"]},{"id":"churn-label","component":"TextContent","text":"Churn this month","size":"small"},{"id":"churn-value","component":"Heading","text":"1.8%","level":"h2"},{"id":"churn-trend","component":"Tag","text":"↓ 0.5 pts vs. last month","variant":"success","size":"sm"},{"id":"nps-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["nps-label","nps-value","nps-trend"]},{"id":"nps-label","component":"TextContent","text":"Current NPS","size":"small"},{"id":"nps-value","component":"Heading","text":"54","level":"h2"},{"id":"nps-trend","component":"Tag","text":"↑ 3 points this quarter","variant":"success","size":"sm"},{"id":"signup-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["signup-header","signup-chart"]},{"id":"signup-header","component":"CardHeader","title":"New signups","subtitle":"Past 90 days · 1,284 total signups"},{"id":"signup-chart","component":"BarChart","labels":["Jun","Jul","Aug"],"series":["signup-series"],"variant":"grouped","xLabel":"Month","yLabel":"Signups"},{"id":"signup-series","component":"Series","category":"New signups","values":[356,421,507]},{"id":"plan-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["plan-header","plan-chart","plan-tags"]},{"id":"plan-header","component":"CardHeader","title":"Customers by plan","subtitle":"1,842 active customer accounts"},{"id":"plan-chart","component":"PieChart","labels":["Starter","Growth","Enterprise"],"values":[1038,612,192],"variant":"donut","appearance":"circular"},{"id":"plan-tags","component":"TagBlock","tags":["Starter · 1,038 (56%)","Growth · 612 (33%)","Enterprise · 192 (11%)"]},{"id":"seat-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["seat-header","seat-progress","seat-summary"]},{"id":"seat-header","component":"CardHeader","title":"Seat utilization","subtitle":"Across all active customer subscriptions"},{"id":"seat-progress","component":"Progress","value":76,"label":"76% of purchased seats are assigned"},{"id":"seat-summary","component":"TextContent","text":"48,920 assigned of 64,350 purchased seats · 15,430 seats available","size":"small"},{"id":"customers-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["customers-header","customers-table"]},{"id":"customers-header","component":"CardHeader","title":"Largest customers","subtitle":"Top 10 by monthly spend"},{"id":"customers-table","component":"Table","columns":["customer-col","seats-col","spend-col"]},{"id":"customer-col","component":"Col","label":"Customer","type":"string","data":["Northstar Labs","Acme Corporation","Pioneer Health","Vertex Systems","Atlas Financial","Brightline Media","Summit Logistics","Cedar & Co.","Orbit Retail","Harborworks"]},{"id":"seats-col","component":"Col","label":"Seats","type":"number","data":[1240,980,845,720,640,590,515,460,410,385]},{"id":"spend-col","component":"Col","label":"Monthly spend","type":"string","data":["$24,800","$19,600","$16,900","$14,400","$12,800","$11,800","$10,300","$9,200","$8,200","$7,700"]},{"id":"risk-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["risk-header","risk-list"]},{"id":"risk-header","component":"CardHeader","title":"Accounts at risk","subtitle":"Prioritize outreach based on health signals"},{"id":"risk-list","component":"ListBlock","variant":"number","items":["risk-1","risk-2","risk-3","risk-4"]},{"id":"risk-1","component":"ListItem","title":"Pioneer Health","subtitle":"Usage down 42% over 30 days; renewal in 18 days","actionLabel":"Review account"},{"id":"risk-2","component":"ListItem","title":"Atlas Financial","subtitle":"No admin activity in 21 days; 58% seats unassigned","actionLabel":"Review account"},{"id":"risk-3","component":"ListItem","title":"Cedar & Co.","subtitle":"NPS detractor score; 3 unresolved support tickets","actionLabel":"Review account"},{"id":"risk-4","component":"ListItem","title":"Harborworks","subtitle":"Payment failed twice; renewal in 9 days","actionLabel":"Review account"},{"id":"payments-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["payments-header","payments-table","payment-note"]},{"id":"payments-header","component":"CardHeader","title":"Failed payments","subtitle":"4 invoices need attention"},{"id":"payments-table","component":"Table","columns":["payment-customer-col","payment-amount-col","payment-reason-col","payment-action-col"]},{"id":"payment-customer-col","component":"Col","label":"Customer","type":"string","data":["Harborworks","Lumen Design","Fieldstone Group","Kiteworks Studio"]},{"id":"payment-amount-col","component":"Col","label":"Amount","type":"string","data":["$7,700","$2,400","$1,200","$680"]},{"id":"payment-reason-col","component":"Col","label":"Reason","type":"string","data":["Card declined","Insufficient funds","Expired card","Bank transfer failed"]},{"id":"payment-action-col","component":"Col","label":"Action","type":"action","data":["Retry payment","Retry payment","Retry payment","Retry payment"]},{"id":"payment-note","component":"TextContent","text":"Use the Retry payment action for each invoice to attempt collection again.","size":"small"},{"id":"adoption-card","component":"Card","variant":"card","direction":"column","gap":"m","children":["adoption-header","adoption-chart","adoption-note"]},{"id":"adoption-header","component":"CardHeader","title":"Newest feature adoption","subtitle":"Share of eligible active accounts using each feature"},{"id":"adoption-chart","component":"HorizontalBarChart","labels":["Workflow Builder","AI Summaries","Audit Exports"],"series":["adoption-series"],"variant":"grouped","xLabel":"Adoption rate","yLabel":"Feature"},{"id":"adoption-series","component":"Series","category":"Adoption","values":[63,47,29]},{"id":"adoption-note","component":"TextContent","text":"Workflow Builder launched 8 weeks ago · AI Summaries 5 weeks ago · Audit Exports 3 weeks ago.","size":"small"},{"id":"admin-card","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","children":["admin-copy","admin-invite-button"]},{"id":"admin-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["admin-title","admin-description"]},{"id":"admin-title","component":"Heading","text":"Admin access","level":"h3"},{"id":"admin-description","component":"TextContent","text":"Invite a teammate to manage billing, users, and company settings.","size":"small"},{"id":"admin-invite-button","component":"Button","label":"Invite another admin","variant":"primary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r3.txt
new file mode 100644
index 000000000..2ca0e6b82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"saas-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#4F46E5","agentDisplayName":"Admin Overview"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"saas-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"xl","children":["header","periodControl","revenueSection","growthSection","customersSection","riskSection","adoptionSection","adminSection"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["pageTitle","pageSubtitle"]},{"id":"pageTitle","component":"Heading","text":"Admin overview","level":"h1"},{"id":"pageSubtitle","component":"TextContent","text":"Monitor revenue, customer health, adoption, and company operations in one place.","size":"default"},{"id":"periodControl","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["periodField","periodActions"]},{"id":"periodField","component":"FormControl","label":"Reporting period","hint":"Metrics and charts update for the selected period.","input":"periodSelect"},{"id":"periodSelect","component":"Select","name":"reporting_period","placeholder":"Select reporting period","value":"last_90_days","items":["period30","period90","periodQuarter","periodYear"]},{"id":"period30","component":"SelectItem","value":"last_30_days","label":"Last 30 days"},{"id":"period90","component":"SelectItem","value":"last_90_days","label":"Last 90 days"},{"id":"periodQuarter","component":"SelectItem","value":"current_quarter","label":"Current quarter"},{"id":"periodYear","component":"SelectItem","value":"year_to_date","label":"Year to date"},{"id":"periodActions","component":"Buttons","direction":"row","buttons":["applyPeriod"]},{"id":"applyPeriod","component":"Button","label":"Apply period","variant":"primary","size":"medium"},{"id":"revenueSection","component":"Card","variant":"clear","direction":"column","gap":"m","children":["revenueTitle","revenueMetrics"]},{"id":"revenueTitle","component":"Heading","text":"Revenue performance","level":"h2"},{"id":"revenueMetrics","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["mrrCard","arrCard","churnCard","npsCard"]},{"id":"mrrCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["mrrLabel","mrrValue","mrrTrend"]},{"id":"mrrLabel","component":"TextContent","text":"Monthly recurring revenue","size":"small"},{"id":"mrrValue","component":"Heading","text":"$184,200","level":"h3"},{"id":"mrrTrend","component":"Tag","text":"↑ 8.4% vs. prior period","variant":"success","size":"sm"},{"id":"arrCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["arrLabel","arrValue","arrTrend"]},{"id":"arrLabel","component":"TextContent","text":"Annual recurring revenue","size":"small"},{"id":"arrValue","component":"Heading","text":"$2.21M","level":"h3"},{"id":"arrTrend","component":"Tag","text":"↑ 10.1% annualized","variant":"success","size":"sm"},{"id":"churnCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["churnLabel","churnValue","churnTrend"]},{"id":"churnLabel","component":"TextContent","text":"Churn this month","size":"small"},{"id":"churnValue","component":"Heading","text":"1.8%","level":"h3"},{"id":"churnTrend","component":"Tag","text":"↓ 0.4 pts vs. prior month","variant":"success","size":"sm"},{"id":"npsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["npsLabel","npsValue","npsTrend"]},{"id":"npsLabel","component":"TextContent","text":"Current NPS","size":"small"},{"id":"npsValue","component":"Heading","text":"52","level":"h3"},{"id":"npsTrend","component":"Tag","text":"Excellent · 1,248 responses","variant":"info","size":"sm"},{"id":"growthSection","component":"Card","variant":"clear","direction":"column","gap":"m","children":["growthTitle","growthContent"]},{"id":"growthTitle","component":"Heading","text":"Growth and utilization","level":"h2"},{"id":"growthContent","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["signupsCard","seatsCard"]},{"id":"signupsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["signupsHeader","signupsChart"]},{"id":"signupsHeader","component":"CardHeader","title":"New signups · past 90 days","subtitle":"1,482 new accounts, up 14% from the preceding 90 days"},{"id":"signupsChart","component":"LineChart","labels":["Jun 1","Jun 15","Jul 1","Jul 15","Aug 1","Aug 15"],"series":["signupsSeries"],"variant":"natural","xLabel":"Date","yLabel":"New signups"},{"id":"signupsSeries","component":"Series","category":"New signups","values":[178,214,229,246,281,334]},{"id":"seatsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["seatsHeader","seatsProgress","seatsDetail"]},{"id":"seatsHeader","component":"CardHeader","title":"Seat utilization","subtitle":"Across all active customer accounts"},{"id":"seatsProgress","component":"Progress","value":76,"label":"76% of purchased seats are active"},{"id":"seatsDetail","component":"TextContent","text":"18,420 active seats of 24,240 purchased seats · 5,820 seats available","size":"small"},{"id":"customersSection","component":"Card","variant":"clear","direction":"column","gap":"m","children":["customersTitle","customerSplitAndTop"]},{"id":"customersTitle","component":"Heading","text":"Customers","level":"h2"},{"id":"customerSplitAndTop","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["planSplitCard","topCustomersCard"]},{"id":"planSplitCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["planSplitHeader","planSplitChart","planSplitTags"]},{"id":"planSplitHeader","component":"CardHeader","title":"Customers by plan","subtitle":"1,264 active customers"},{"id":"planSplitChart","component":"PieChart","labels":["Starter","Growth","Business","Enterprise"],"values":[612,401,187,64],"variant":"donut","appearance":"circular"},{"id":"planSplitTags","component":"TagBlock","tags":["Starter · 612","Growth · 401","Business · 187","Enterprise · 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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r4.txt
new file mode 100644
index 000000000..0de7b5054
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b4-saas__r4.txt
@@ -0,0 +1,7 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r1.txt
new file mode 100644
index 000000000..0bd11d1d3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r2.txt
new file mode 100644
index 000000000..2b2a43a1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r2.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r3.txt
new file mode 100644
index 000000000..836c65cdc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r3.txt
@@ -0,0 +1,7 @@
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utility"},{"id":"crewPublicWorks","component":"SelectItem","value":"public-works","label":"Public works"},{"id":"dispatchLocationField","component":"FormControl","label":"Location","input":"dispatchLocation"},{"id":"dispatchLocation","component":"Input","name":"location","placeholder":"Address, intersection, or district","type":"text"},{"id":"dispatchDetailsField","component":"FormControl","label":"Assignment details","input":"dispatchDetails"},{"id":"dispatchDetails","component":"TextArea","name":"details","placeholder":"Describe the work required","rows":3},{"id":"dispatchButtons","component":"Buttons","buttons":["sendDispatch"]},{"id":"sendDispatch","component":"Button","label":"Send dispatch","variant":"primary"},{"id":"citizenCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["citizenHeader","citizenReports","alertDialog"]},{"id":"citizenHeader","component":"CardHeader","title":"Citizen Reports","subtitle":"Live intake • 18 received in the last hour"},{"id":"citizenReports","component":"ListBlock","variant":"number","items":["report1","report2","report3","report4"]},{"id":"report1","component":"ListItem","title":"Streetlight out","subtitle":"Submitted 2 min ago • 18th St, North"},{"id":"report2","component":"ListItem","title":"Overflowing trash bin","subtitle":"Submitted 6 min ago • Civic Plaza, Central"},{"id":"report3","component":"ListItem","title":"Pothole hazard","subtitle":"Submitted 11 min ago • Lakeview Rd, West"},{"id":"report4","component":"ListItem","title":"Noise complaint","subtitle":"Submitted 14 min ago • Harbor district, South"},{"id":"alertDialog","component":"DialogBlock","triggerLabel":"Send public alert","title":"Publish public alert","description":"Send an advisory to residents through city channels.","triggerVariant":"destructive","content":["alertForm"]},{"id":"alertForm","component":"Form","name":"public-alert","fields":["alertMessageField","alertDistrictField"],"buttons":"alertButtons"},{"id":"alertMessageField","component":"FormControl","label":"Alert message","hint":"Keep the message concise and include affected locations.","input":"alertMessage"},{"id":"alertMessage","component":"TextArea","name":"message","placeholder":"Enter public alert message","rows":4},{"id":"alertDistrictField","component":"FormControl","label":"Audience","input":"alertDistrictSelect"},{"id":"alertDistrictSelect","component":"Select","name":"audience","placeholder":"Select audience","items":["audienceCitywide","audienceCentral","audienceNorth","audienceEast","audienceSouth","audienceWest"]},{"id":"audienceCitywide","component":"SelectItem","value":"citywide","label":"Citywide"},{"id":"audienceCentral","component":"SelectItem","value":"central","label":"Central district"},{"id":"audienceNorth","component":"SelectItem","value":"north","label":"North district"},{"id":"audienceEast","component":"SelectItem","value":"east","label":"East district"},{"id":"audienceSouth","component":"SelectItem","value":"south","label":"South district"},{"id":"audienceWest","component":"SelectItem","value":"west","label":"West district"},{"id":"alertButtons","component":"Buttons","buttons":["publishAlert"]},{"id":"publishAlert","component":"Button","label":"Publish alert","variant":"primary","type":"destructive"},{"id":"bottomRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["eventsCard","roadworksCard"]},{"id":"eventsCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["eventsHeader","eventsList"]},{"id":"eventsHeader","component":"CardHeader","title":"Public Events This Weekend","subtitle":"Monitor planned crowd and traffic impacts"},{"id":"eventsList","component":"ListBlock","variant":"number","items":["event1","event2","event3","event4"]},{"id":"event1","component":"ListItem","title":"Riverfront Food Festival","subtitle":"Saturday 11 AM–9 PM • Riverside Park • Expected attendance: 8,000"},{"id":"event2","component":"ListItem","title":"City Marathon","subtitle":"Sunday 6 AM–1 PM • Downtown route • Rolling road closures"},{"id":"event3","component":"ListItem","title":"Summer Concert Series","subtitle":"Saturday 7 PM • Harbor Amphitheater • Expected attendance: 4,500"},{"id":"event4","component":"ListItem","title":"Farmers Market","subtitle":"Sunday 8 AM–2 PM • Central Square • Transit detour nearby"},{"id":"roadworksCard","component":"Card","variant":"card","direction":"column","gap":"m","weight":1,"children":["roadworksHeader","roadworksTable"]},{"id":"roadworksHeader","component":"CardHeader","title":"Roadworks Planned This Month","subtitle":"9 scheduled projects • 3 begin this week"},{"id":"roadworksTable","component":"Table","columns":["roadworkProject","roadworkArea","roadworkDates"]},{"id":"roadworkProject","component":"Col","label":"Project","data":["Lane resurfacing","Water utility renewal","Bridge deck repair","Protected bike lane","Signal modernization"],"type":"string"},{"id":"roadworkArea","component":"Col","label":"Area","data":["Grand Ave, Central","Elm Street, North","Harbor Bridge, South","University Blvd, East","7th Avenue, West"],"type":"string"},{"id":"roadworkDates","component":"Col","label":"Schedule","data":["Aug 19–23","Aug 20–30","Aug 22–Sep 5","Aug 26–29","Aug 28–Sep 2"],"type":"string"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r4.txt
new file mode 100644
index 000000000..a4080f64b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-city__r4.txt
@@ -0,0 +1,1231 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "city-operations-center",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#0B6E99",
+      "agentDisplayName": "City Operations Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "city-operations-center",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "districtControl",
+          "topMetrics",
+          "operationsSection",
+          "planningSection",
+          "actionsSection"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "titleBlock",
+          "weatherBlock"
+        ]
+      },
+      {
+        "id": "titleBlock",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "City Operations Center",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Live citywide status • Tuesday, 10:42 AM",
+        "size": "small"
+      },
+      {
+        "id": "weatherBlock",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "weatherTitle",
+          "weatherValue"
+        ]
+      },
+      {
+        "id": "weatherTitle",
+        "component": "TextContent",
+        "text": "Current weather",
+        "size": "small-heavy"
+      },
+      {
+        "id": "weatherValue",
+        "component": "TextContent",
+        "text": "Partly cloudy • 22°C • Wind 14 km/h • No precipitation expected",
+        "size": "default"
+      },
+      {
+        "id": "districtControl",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "districtLabel",
+          "districtSelect"
+        ]
+      },
+      {
+        "id": "districtLabel",
+        "component": "TextContent",
+        "text": "Operational focus district",
+        "size": "small-heavy"
+      },
+      {
+        "id": "districtSelect",
+        "component": "Select",
+        "name": "district",
+        "placeholder": "All districts",
+        "value": "all",
+        "items": [
+          "districtAll",
+          "districtCentral",
+          "districtNorth",
+          "districtEast",
+          "districtSouth",
+          "districtWest"
+        ]
+      },
+      {
+        "id": "districtAll",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All districts"
+      },
+      {
+        "id": "districtCentral",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central"
+      },
+      {
+        "id": "districtNorth",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North"
+      },
+      {
+        "id": "districtEast",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East"
+      },
+      {
+        "id": "districtSouth",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South"
+      },
+      {
+        "id": "districtWest",
+        "component": "SelectItem",
+        "value": "west",
+        "label": "West"
+      },
+      {
+        "id": "topMetrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "congestionCard",
+          "transitCard",
+          "parkingCard",
+          "waterCard",
+          "backlogCard"
+        ]
+      },
+      {
+        "id": "congestionCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "congestionHeader",
+          "congestionStatus",
+          "congestionDetail"
+        ]
+      },
+      {
+        "id": "congestionHeader",
+        "component": "TextContent",
+        "text": "Congestion right now",
+        "size": "small-heavy"
+      },
+      {
+        "id": "congestionStatus",
+        "component": "Tag",
+        "text": "High · 74 / 100",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "congestionDetail",
+        "component": "TextContent",
+        "text": "8 major corridors delayed. Peak pressure: Central and East.",
+        "size": "small"
+      },
+      {
+        "id": "transitCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "transitHeader",
+          "transitProgress",
+          "transitDetail"
+        ]
+      },
+      {
+        "id": "transitHeader",
+        "component": "TextContent",
+        "text": "Transit punctuality",
+        "size": "small-heavy"
+      },
+      {
+        "id": "transitProgress",
+        "component": "Progress",
+        "value": 91,
+        "label": "91% on time"
+      },
+      {
+        "id": "transitDetail",
+        "component": "TextContent",
+        "text": "12 routes running behind schedule; average delay 6 min.",
+        "size": "small"
+      },
+      {
+        "id": "parkingCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "parkingHeader",
+          "parkingStatus",
+          "parkingDetail"
+        ]
+      },
+      {
+        "id": "parkingHeader",
+        "component": "TextContent",
+        "text": "Downtown parking",
+        "size": "small-heavy"
+      },
+      {
+        "id": "parkingStatus",
+        "component": "Tag",
+        "text": "1,248 spaces available",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "parkingDetail",
+        "component": "TextContent",
+        "text": "38% availability across public garages and curb zones.",
+        "size": "small"
+      },
+      {
+        "id": "waterCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "waterHeader",
+          "waterProgress",
+          "waterDetail"
+        ]
+      },
+      {
+        "id": "waterHeader",
+        "component": "TextContent",
+        "text": "Water use today",
+        "size": "small-heavy"
+      },
+      {
+        "id": "waterProgress",
+        "component": "Progress",
+        "value": 67,
+        "label": "67% of daily forecast"
+      },
+      {
+        "id": "waterDetail",
+        "component": "TextContent",
+        "text": "412 ML used so far. Demand is 4% below seasonal average.",
+        "size": "small"
+      },
+      {
+        "id": "backlogCard",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "backlogHeader",
+          "backlogStatus",
+          "backlogDetail"
+        ]
+      },
+      {
+        "id": "backlogHeader",
+        "component": "TextContent",
+        "text": "Service request backlog",
+        "size": "small-heavy"
+      },
+      {
+        "id": "backlogStatus",
+        "component": "Tag",
+        "text": "186 open requests",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "backlogDetail",
+        "component": "TextContent",
+        "text": "29 overdue • Median resolution time: 2.4 days",
+        "size": "small"
+      },
+      {
+        "id": "operationsSection",
+        "component": "Tabs",
+        "items": [
+          "liveOperationsTab",
+          "environmentTab",
+          "citizenTab"
+        ]
+      },
+      {
+        "id": "liveOperationsTab",
+        "component": "TabItem",
+        "value": "live-operations",
+        "trigger": "Live operations",
+        "content": [
+          "liveOpsLayout"
+        ]
+      },
+      {
+        "id": "liveOpsLayout",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "start",
+        "children": [
+          "incidentsPanel",
+          "emergencyPanel"
+        ]
+      },
+      {
+        "id": "incidentsPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "incidentsHeader",
+          "incidentsTable"
+        ]
+      },
+      {
+        "id": "incidentsHeader",
+        "component": "CardHeader",
+        "title": "Open incidents",
+        "subtitle": "7 active incidents requiring coordination"
+      },
+      {
+        "id": "incidentsTable",
+        "component": "Table",
+        "columns": [
+          "incidentSeverityCol",
+          "incidentLocationCol",
+          "incidentTypeCol",
+          "incidentStatusCol"
+        ]
+      },
+      {
+        "id": "incidentSeverityCol",
+        "component": "Col",
+        "label": "Severity",
+        "type": "string",
+        "data": [
+          "Critical",
+          "High",
+          "High",
+          "Medium",
+          "Medium",
+          "Low",
+          "Low"
+        ]
+      },
+      {
+        "id": "incidentLocationCol",
+        "component": "Col",
+        "label": "Location",
+        "type": "string",
+        "data": [
+          "Harbor Tunnel, east portal",
+          "5th Ave & Pine St",
+          "Riverside Substation",
+          "North Station concourse",
+          "Oak Street water main",
+          "Civic Center plaza",
+          "Westside bike path"
+        ]
+      },
+      {
+        "id": "incidentTypeCol",
+        "component": "Col",
+        "label": "Incident",
+        "type": "string",
+        "data": [
+          "Multi-vehicle collision",
+          "Signal outage",
+          "Power fluctuation",
+          "Medical assistance",
+          "Water leak",
+          "Lost child report",
+          "Obstruction"
+        ]
+      },
+      {
+        "id": "incidentStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Fire & police on scene",
+          "Technician en route",
+          "Utility crew investigating",
+          "Resolved by transit staff",
+          "Crew dispatched",
+          "Patrol searching",
+          "Parks team assigned"
+        ]
+      },
+      {
+        "id": "emergencyPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "emergencyHeader",
+          "emergencyTable",
+          "emergencyNote"
+        ]
+      },
+      {
+        "id": "emergencyHeader",
+        "component": "CardHeader",
+        "title": "Emergency vehicle deployment",
+        "subtitle": "Current field allocation"
+      },
+      {
+        "id": "emergencyTable",
+        "component": "Table",
+        "columns": [
+          "vehicleTypeCol",
+          "vehicleAreaCol",
+          "vehicleCountCol",
+          "vehicleStateCol"
+        ]
+      },
+      {
+        "id": "vehicleTypeCol",
+        "component": "Col",
+        "label": "Unit",
+        "type": "string",
+        "data": [
+          "Fire engines",
+          "Ambulances",
+          "Police patrols",
+          "Traffic response",
+          "Utility response"
+        ]
+      },
+      {
+        "id": "vehicleAreaCol",
+        "component": "Col",
+        "label": "Deployment area",
+        "type": "string",
+        "data": [
+          "Central / Harbor",
+          "Citywide",
+          "Central / North",
+          "East corridor",
+          "South / West"
+        ]
+      },
+      {
+        "id": "vehicleCountCol",
+        "component": "Col",
+        "label": "Active",
+        "type": "number",
+        "data": [
+          6,
+          14,
+          31,
+          5,
+          8
+        ]
+      },
+      {
+        "id": "vehicleStateCol",
+        "component": "Col",
+        "label": "Readiness",
+        "type": "string",
+        "data": [
+          "2 available",
+          "5 available",
+          "12 available",
+          "1 available",
+          "3 available"
+        ]
+      },
+      {
+        "id": "emergencyNote",
+        "component": "Alert",
+        "title": "Coverage watch",
+        "description": "Harbor and Central coverage is below preferred reserve while the tunnel collision remains active.",
+        "variant": "warning"
+      },
+      {
+        "id": "environmentTab",
+        "component": "TabItem",
+        "value": "environment",
+        "trigger": "Environment & utilities",
+        "content": [
+          "environmentLayout"
+        ]
+      },
+      {
+        "id": "environmentLayout",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "start",
+        "children": [
+          "airQualityPanel",
+          "energyPanel"
+        ]
+      },
+      {
+        "id": "airQualityPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "airQualityHeader",
+          "airQualityChart",
+          "airQualityNote"
+        ]
+      },
+      {
+        "id": "airQualityHeader",
+        "component": "CardHeader",
+        "title": "Air quality by district",
+        "subtitle": "Current AQI readings"
+      },
+      {
+        "id": "airQualityChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Central",
+          "North",
+          "East",
+          "South",
+          "West"
+        ],
+        "series": [
+          "aqiSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "AQI",
+        "yLabel": "District"
+      },
+      {
+        "id": "aqiSeries",
+        "component": "Series",
+        "category": "AQI",
+        "values": [
+          68,
+          42,
+          83,
+          55,
+          47
+        ]
+      },
+      {
+        "id": "airQualityNote",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "East district elevated",
+        "description": "AQI 83 is moderate. Monitor construction dust near the East corridor."
+      },
+      {
+        "id": "energyPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "energyHeader",
+          "energyChart",
+          "energyDetail"
+        ]
+      },
+      {
+        "id": "energyHeader",
+        "component": "CardHeader",
+        "title": "Energy use — past week",
+        "subtitle": "Citywide electricity demand in GWh"
+      },
+      {
+        "id": "energyChart",
+        "component": "LineChart",
+        "labels": [
+          "Wed",
+          "Thu",
+          "Fri",
+          "Sat",
+          "Sun",
+          "Mon",
+          "Today"
+        ],
+        "series": [
+          "energySeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Day",
+        "yLabel": "GWh"
+      },
+      {
+        "id": "energySeries",
+        "component": "Series",
+        "category": "Energy use",
+        "values": [
+          31.8,
+          32.4,
+          33.1,
+          29.6,
+          28.9,
+          34.2,
+          32.7
+        ]
+      },
+      {
+        "id": "energyDetail",
+        "component": "TextContent",
+        "text": "Today is tracking 3.1% below Monday’s peak. No grid capacity constraints reported.",
+        "size": "small"
+      },
+      {
+        "id": "citizenTab",
+        "component": "TabItem",
+        "value": "citizen",
+        "trigger": "Citizen reports",
+        "content": [
+          "citizenPanel"
+        ]
+      },
+      {
+        "id": "citizenPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "citizenHeader",
+          "citizenReports",
+          "citizenStatus"
+        ]
+      },
+      {
+        "id": "citizenHeader",
+        "component": "CardHeader",
+        "title": "Citizen reports — live feed",
+        "subtitle": "New reports are triaged automatically and routed to the relevant service team"
+      },
+      {
+        "id": "citizenReports",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "report1",
+          "report2",
+          "report3",
+          "report4",
+          "report5"
+        ]
+      },
+      {
+        "id": "report1",
+        "component": "ListItem",
+        "title": "Pothole reported — 8th Street near Linden",
+        "subtitle": "2 minutes ago • Central • Routed to Streets",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "report2",
+        "component": "ListItem",
+        "title": "Overflowing bin — Maple Park north entrance",
+        "subtitle": "6 minutes ago • North • Routed to Sanitation",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "report3",
+        "component": "ListItem",
+        "title": "Streetlight out — 14 Harbor Road",
+        "subtitle": "11 minutes ago • Harbor • Routed to Electrical",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "report4",
+        "component": "ListItem",
+        "title": "Blocked storm drain — Elm Avenue",
+        "subtitle": "17 minutes ago • East • Awaiting triage",
+        "actionLabel": "Assign"
+      },
+      {
+        "id": "report5",
+        "component": "ListItem",
+        "title": "Noise complaint — Market Square loading bay",
+        "subtitle": "23 minutes ago • Central • Routed to Compliance",
+        "actionLabel": "Review"
+      },
+      {
+        "id": "citizenStatus",
+        "component": "TextCallout",
+        "variant": "info",
+        "title": "Live intake",
+        "description": "42 reports received in the last hour; 89% were automatically categorized."
+      },
+      {
+        "id": "planningSection",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "planningHeader",
+          "planningTabs"
+        ]
+      },
+      {
+        "id": "planningHeader",
+        "component": "CardHeader",
+        "title": "Planning & maintenance",
+        "subtitle": "Forward-looking work that may affect city operations"
+      },
+      {
+        "id": "planningTabs",
+        "component": "Tabs",
+        "items": [
+          "eventsTab",
+          "roadworksTab",
+          "maintenanceTab"
+        ]
+      },
+      {
+        "id": "eventsTab",
+        "component": "TabItem",
+        "value": "events",
+        "trigger": "Weekend events",
+        "content": [
+          "eventsList"
+        ]
+      },
+      {
+        "id": "eventsList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event1",
+          "event2",
+          "event3",
+          "event4"
+        ]
+      },
+      {
+        "id": "event1",
+        "component": "ListItem",
+        "title": "Riverfront Food & Music Festival",
+        "subtitle": "Saturday, 11 AM–9 PM • Riverfront Park • Expected attendance: 18,000",
+        "actionLabel": "View plan"
+      },
+      {
+        "id": "event2",
+        "component": "ListItem",
+        "title": "City Marathon",
+        "subtitle": "Sunday, 6 AM–1 PM • Central, East and Harbor routes • 12 road closures",
+        "actionLabel": "View plan"
+      },
+      {
+        "id": "event3",
+        "component": "ListItem",
+        "title": "Downtown Night Market",
+        "subtitle": "Friday, 5 PM–11 PM • Market Square • Expected attendance: 6,500",
+        "actionLabel": "View plan"
+      },
+      {
+        "id": "event4",
+        "component": "ListItem",
+        "title": "Westside Community Fair",
+        "subtitle": "Sunday, 10 AM–4 PM • Westside Recreation Grounds • Expected attendance: 3,000",
+        "actionLabel": "View plan"
+      },
+      {
+        "id": "roadworksTab",
+        "component": "TabItem",
+        "value": "roadworks",
+        "trigger": "Roadworks this month",
+        "content": [
+          "roadworksTable"
+        ]
+      },
+      {
+        "id": "roadworksTable",
+        "component": "Table",
+        "columns": [
+          "roadworkLocationCol",
+          "roadworkDatesCol",
+          "roadworkImpactCol",
+          "roadworkStatusCol"
+        ]
+      },
+      {
+        "id": "roadworkLocationCol",
+        "component": "Col",
+        "label": "Location",
+        "type": "string",
+        "data": [
+          "Grand Avenue bridge deck",
+          "East Corridor / Route 6",
+          "Pine Street water crossing",
+          "Harbor Boulevard resurfacing",
+          "North Loop signal upgrades"
+        ]
+      },
+      {
+        "id": "roadworkDatesCol",
+        "component": "Col",
+        "label": "Dates",
+        "type": "string",
+        "data": [
+          "Aug 19–30",
+          "Aug 21–Sep 6",
+          "Aug 24–27",
+          "Aug 26–31",
+          "Aug 28–29"
+        ]
+      },
+      {
+        "id": "roadworkImpactCol",
+        "component": "Col",
+        "label": "Impact",
+        "type": "string",
+        "data": [
+          "One lane closed",
+          "Night closures",
+          "Local detour",
+          "Two lanes closed",
+          "Intermittent delays"
+        ]
+      },
+      {
+        "id": "roadworkStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "type": "string",
+        "data": [
+          "Scheduled",
+          "Scheduled",
+          "Permit review",
+          "Scheduled",
+          "Scheduled"
+        ]
+      },
+      {
+        "id": "maintenanceTab",
+        "component": "TabItem",
+        "value": "maintenance",
+        "trigger": "Maintenance due",
+        "content": [
+          "maintenanceTable"
+        ]
+      },
+      {
+        "id": "maintenanceTable",
+        "component": "Table",
+        "columns": [
+          "assetCol",
+          "areaCol",
+          "dueCol",
+          "priorityCol"
+        ]
+      },
+      {
+        "id": "assetCol",
+        "component": "Col",
+        "label": "Infrastructure asset",
+        "type": "string",
+        "data": [
+          "Harbor Tunnel ventilation unit 4",
+          "Riverside pump station generator",
+          "Central traffic signal cluster",
+          "West reservoir pressure valve",
+          "North Station escalator 2"
+        ]
+      },
+      {
+        "id": "areaCol",
+        "component": "Col",
+        "label": "District",
+        "type": "string",
+        "data": [
+          "Harbor",
+          "South",
+          "Central",
+          "West",
+          "North"
+        ]
+      },
+      {
+        "id": "dueCol",
+        "component": "Col",
+        "label": "Due",
+        "type": "string",
+        "data": [
+          "Today",
+          "Today",
+          "In 2 days",
+          "In 4 days",
+          "In 6 days"
+        ]
+      },
+      {
+        "id": "priorityCol",
+        "component": "Col",
+        "label": "Priority",
+        "type": "string",
+        "data": [
+          "Critical",
+          "High",
+          "High",
+          "Medium",
+          "Medium"
+        ]
+      },
+      {
+        "id": "actionsSection",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "gap": "m",
+        "align": "start",
+        "children": [
+          "dispatchForm",
+          "alertForm"
+        ]
+      },
+      {
+        "id": "dispatchForm",
+        "component": "Form",
+        "name": "dispatch-crew",
+        "fields": [
+          "dispatchDistrictControl",
+          "dispatchCrewControl",
+          "dispatchDetailsControl"
+        ],
+        "buttons": "dispatchButtons"
+      },
+      {
+        "id": "dispatchDistrictControl",
+        "component": "FormControl",
+        "label": "Dispatch district",
+        "hint": "Select the operational area for the crew.",
+        "input": "dispatchDistrictSelect"
+      },
+      {
+        "id": "dispatchDistrictSelect",
+        "component": "Select",
+        "name": "dispatchDistrict",
+        "placeholder": "Choose district",
+        "items": [
+          "dispatchCentral",
+          "dispatchNorth",
+          "dispatchEast",
+          "dispatchSouth",
+          "dispatchWest",
+          "dispatchHarbor"
+        ]
+      },
+      {
+        "id": "dispatchCentral",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central"
+      },
+      {
+        "id": "dispatchNorth",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North"
+      },
+      {
+        "id": "dispatchEast",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East"
+      },
+      {
+        "id": "dispatchSouth",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South"
+      },
+      {
+        "id": "dispatchWest",
+        "component": "SelectItem",
+        "value": "west",
+        "label": "West"
+      },
+      {
+        "id": "dispatchHarbor",
+        "component": "SelectItem",
+        "value": "harbor",
+        "label": "Harbor"
+      },
+      {
+        "id": "dispatchCrewControl",
+        "component": "FormControl",
+        "label": "Crew type",
+        "input": "dispatchCrewSelect"
+      },
+      {
+        "id": "dispatchCrewSelect",
+        "component": "Select",
+        "name": "crewType",
+        "placeholder": "Choose crew",
+        "items": [
+          "crewTraffic",
+          "crewStreets",
+          "crewWater",
+          "crewElectrical",
+          "crewParks",
+          "crewEmergency"
+        ]
+      },
+      {
+        "id": "crewTraffic",
+        "component": "SelectItem",
+        "value": "traffic",
+        "label": "Traffic response"
+      },
+      {
+        "id": "crewStreets",
+        "component": "SelectItem",
+        "value": "streets",
+        "label": "Streets maintenance"
+      },
+      {
+        "id": "crewWater",
+        "component": "SelectItem",
+        "value": "water",
+        "label": "Water utility"
+      },
+      {
+        "id": "crewElectrical",
+        "component": "SelectItem",
+        "value": "electrical",
+        "label": "Electrical utility"
+      },
+      {
+        "id": "crewParks",
+        "component": "SelectItem",
+        "value": "parks",
+        "label": "Parks & sanitation"
+      },
+      {
+        "id": "crewEmergency",
+        "component": "SelectItem",
+        "value": "emergency",
+        "label": "Emergency support"
+      },
+      {
+        "id": "dispatchDetailsControl",
+        "component": "FormControl",
+        "label": "Assignment details",
+        "input": "dispatchDetails"
+      },
+      {
+        "id": "dispatchDetails",
+        "component": "TextArea",
+        "name": "dispatchDetails",
+        "placeholder": "Location, issue, requested response, and priority...",
+        "rows": 3
+      },
+      {
+        "id": "dispatchButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "dispatchButton"
+        ]
+      },
+      {
+        "id": "dispatchButton",
+        "component": "Button",
+        "label": "Dispatch crew",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "alertForm",
+        "component": "Form",
+        "name": "public-alert",
+        "fields": [
+          "alertAudienceControl",
+          "alertMessageControl"
+        ],
+        "buttons": "alertButtons"
+      },
+      {
+        "id": "alertAudienceControl",
+        "component": "FormControl",
+        "label": "Alert audience",
+        "hint": "Choose a district or send citywide.",
+        "input": "alertAudienceSelect"
+      },
+      {
+        "id": "alertAudienceSelect",
+        "component": "Select",
+        "name": "alertAudience",
+        "placeholder": "Choose audience",
+        "value": "citywide",
+        "items": [
+          "audienceCitywide",
+          "audienceCentral",
+          "audienceEast",
+          "audienceHarbor",
+          "audienceTransit"
+        ]
+      },
+      {
+        "id": "audienceCitywide",
+        "component": "SelectItem",
+        "value": "citywide",
+        "label": "Citywide"
+      },
+      {
+        "id": "audienceCentral",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central district"
+      },
+      {
+        "id": "audienceEast",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East district"
+      },
+      {
+        "id": "audienceHarbor",
+        "component": "SelectItem",
+        "value": "harbor",
+        "label": "Harbor district"
+      },
+      {
+        "id": "audienceTransit",
+        "component": "SelectItem",
+        "value": "transit",
+        "label": "Transit riders"
+      },
+      {
+        "id": "alertMessageControl",
+        "component": "FormControl",
+        "label": "Public alert message",
+        "hint": "This message will be published to selected public channels.",
+        "input": "alertMessage"
+      },
+      {
+        "id": "alertMessage",
+        "component": "TextArea",
+        "name": "alertMessage",
+        "placeholder": "Write a clear public safety or service alert...",
+        "rows": 3
+      },
+      {
+        "id": "alertButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "previewAlertButton",
+          "sendAlertButton"
+        ]
+      },
+      {
+        "id": "previewAlertButton",
+        "component": "Button",
+        "label": "Preview",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "sendAlertButton",
+        "component": "Button",
+        "label": "Send public alert",
+        "variant": "primary",
+        "type": "normal",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r1.txt
new file mode 100644
index 000000000..637c122e4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"emergency-response-center","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#C62828","agentDisplayName":"Emergency Response Coordination"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"emergency-response-center","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","summaryRow","operationsRow","sheltersRoutesRow","weatherImpactRow","volunteersDonationsRow","communicationsHospitalsRow","tasksRoadsRow","actionsRow"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"s","children":["title","subtitle","incidentAlert"]},{"id":"title","component":"Heading","text":"Emergency Response Coordination Center","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Operational picture • Updated 14:35 local time • Unified command active","size":"default"},{"id":"incidentAlert","component":"Alert","variant":"destructive","title":"Critical incident escalation","description":"Zone North has a major flooding event. Evacuation Route N-2 is closed; deploy water-rescue assets."},{"id":"summaryRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["severityCard","resourcesCard","impactCard"]},{"id":"severityCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["severityHeader","severityChart","severityText"]},{"id":"severityHeader","component":"CardHeader","title":"Overall Severity Summary","subtitle":"Current incident load by priority"},{"id":"severityChart","component":"PieChart","labels":["Critical","High","Moderate","Low"],"values":[2,5,7,4],"variant":"donut","appearance":"circular"},{"id":"severityText","component":"TextContent","text":"**18 active incidents** • 2 critical • 5 high priority","size":"small-heavy"},{"id":"resourcesCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["resourcesHeader","resourcesTable"]},{"id":"resourcesHeader","component":"CardHeader","title":"Available Resources","subtitle":"Ready for deployment"},{"id":"resourcesTable","component":"Table","columns":["resourceTypeCol","resourceAvailableCol","resourceStatusCol"]},{"id":"resourceTypeCol","component":"Col","label":"Resource","data":["Vehicles","Personnel","Medical supplies","Water / food kits"],"type":"string"},{"id":"resourceAvailableCol","component":"Col","label":"Available","data":["42","186","1,240","3,680"],"type":"number"},{"id":"resourceStatusCol","component":"Col","label":"Status","data":["Ready","Ready","Adequate","Adequate"],"type":"string"},{"id":"impactCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["impactHeader","rescuedProgress","casualtiesText","donationsText"]},{"id":"impactHeader","component":"CardHeader","title":"Human Impact & Donations","subtitle":"Cumulative operational totals"},{"id":"rescuedProgress","component":"Progress","value":68,"label":"People rescued: 1,284"},{"id":"casualtiesText","component":"TextContent","text":"**Casualties:** 37 confirmed • 112 receiving care","size":"default"},{"id":"donationsText","component":"TextContent","text":"**Donations received:** $486,250 • 8,940 supply units","size":"default"},{"id":"operationsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["incidentsCard","aidRequestsCard"]},{"id":"incidentsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["incidentsHeader","incidentsTable"]},{"id":"incidentsHeader","component":"CardHeader","title":"Active Incidents by Zone","subtitle":"Severity and current response status"},{"id":"incidentsTable","component":"Table","columns":["incidentZoneCol","incidentTypeCol","incidentSeverityCol","incidentStatusCol"]},{"id":"incidentZoneCol","component":"Col","label":"Zone","data":["North","Central","East","South","West"],"type":"string"},{"id":"incidentTypeCol","component":"Col","label":"Incident","data":["Flash flooding","Building collapse","Wildfire spread","Power outage","Hazmat spill"],"type":"string"},{"id":"incidentSeverityCol","component":"Col","label":"Severity","data":["Critical","High","High","Moderate","Critical"],"type":"string"},{"id":"incidentStatusCol","component":"Col","label":"Status","data":["Rescue underway","Search teams deployed","Containment line active","Utility crews assigned","Isolation in progress"],"type":"string"},{"id":"aidRequestsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["aidHeader","aidRequestsTable"]},{"id":"aidHeader","component":"CardHeader","title":"Aid Requests Awaiting Action","subtitle":"Prioritize and assign immediately"},{"id":"aidRequestsTable","component":"Table","columns":["aidRequestCol","aidZoneCol","aidPriorityCol"]},{"id":"aidRequestCol","component":"Col","label":"Request","data":["High-water rescue boat","Insulin & refrigeration","Portable generators","Infant formula"],"type":"string"},{"id":"aidZoneCol","component":"Col","label":"Zone","data":["North","Central","South","East"],"type":"string"},{"id":"aidPriorityCol","component":"Col","label":"Priority","data":["Critical","High","High","Moderate"],"type":"string"},{"id":"sheltersRoutesRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["sheltersCard","routesCard"]},{"id":"sheltersCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["sheltersHeader","sheltersTable"]},{"id":"sheltersHeader","component":"CardHeader","title":"Shelter Capacity & Occupancy","subtitle":"Evacuee accommodation status"},{"id":"sheltersTable","component":"Table","columns":["shelterNameCol","shelterCapacityCol","shelterOccupiedCol","shelterStatusCol"]},{"id":"shelterNameCol","component":"Col","label":"Shelter","data":["North High School","Civic Arena","East Community Center","South Faith Hall"],"type":"string"},{"id":"shelterCapacityCol","component":"Col","label":"Capacity","data":["600","850","400","300"],"type":"number"},{"id":"shelterOccupiedCol","component":"Col","label":"Occupied","data":["548","621","382","126"],"type":"number"},{"id":"shelterStatusCol","component":"Col","label":"Status","data":["Near capacity","Open","Near capacity","Open"],"type":"string"},{"id":"routesCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["routesHeader","routesTable"]},{"id":"routesHeader","component":"CardHeader","title":"Evacuation Routes","subtitle":"Live route conditions"},{"id":"routesTable","component":"Table","columns":["routeNameCol","routeZoneCol","routeStatusCol"]},{"id":"routeNameCol","component":"Col","label":"Route","data":["N-2 Riverside","C-1 Expressway","E-4 Ridge Road","S-3 Harbor Link","W-1 Industrial Way"],"type":"string"},{"id":"routeZoneCol","component":"Col","label":"Zone","data":["North","Central","East","South","West"],"type":"string"},{"id":"routeStatusCol","component":"Col","label":"Status","data":["Closed — floodwater","Open — congested","Open","Restricted — debris","Closed — hazmat perimeter"],"type":"string"},{"id":"weatherImpactRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["weatherCard","roadsCard"]},{"id":"weatherCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["weatherHeader","weatherChart","weatherNote"]},{"id":"weatherHeader","component":"CardHeader","title":"48-Hour Weather Forecast","subtitle":"Forecast conditions affecting operations"},{"id":"weatherChart","component":"LineChart","labels":["Now","+6h","+12h","+18h","+24h","+30h","+36h","+42h","+48h"],"series":["rainSeries","windSeries"],"variant":"natural","xLabel":"Time","yLabel":"Forecast intensity"},{"id":"rainSeries","component":"Series","category":"Rain probability (%)","values":[65,80,90,85,60,45,35,30,25]},{"id":"windSeries","component":"Series","category":"Wind gusts (km/h)","values":[28,35,48,55,42,30,26,22,18]},{"id":"weatherNote","component":"Callout","variant":"warning","title":"Weather advisory","description":"Heavy rain and strong gusts expected through the next 18 hours. Avoid low-lying routes and unsecured aerial operations."},{"id":"roadsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["roadsHeader","roadsList"]},{"id":"roadsHeader","component":"CardHeader","title":"Roads Closed","subtitle":"Confirmed closures"},{"id":"roadsList","component":"ListBlock","variant":"number","items":["road1","road2","road3","road4"]},{"id":"road1","component":"ListItem","title":"Riverside Drive, km 4–8","subtitle":"Flooding • North Zone"},{"id":"road2","component":"ListItem","title":"West Industrial Way","subtitle":"Hazmat exclusion perimeter • West Zone"},{"id":"road3","component":"ListItem","title":"Harbor Link underpass","subtitle":"Debris and structural inspection • South Zone"},{"id":"road4","component":"ListItem","title":"Pine Ridge access road","subtitle":"Wildfire operations only • East Zone"},{"id":"volunteersDonationsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["volunteersCard","communicationsCard"]},{"id":"volunteersCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["volunteersHeader","volunteersTable"]},{"id":"volunteersHeader","component":"CardHeader","title":"Volunteers on Duty","subtitle":"Current assignments"},{"id":"volunteersTable","component":"Table","columns":["volunteerNameCol","volunteerAssignmentCol","volunteerZoneCol"]},{"id":"volunteerNameCol","component":"Col","label":"Volunteer","data":["Maya Chen","Luis Romero","Aisha Patel","Noah Williams","Elena Brooks"],"type":"string"},{"id":"volunteerAssignmentCol","component":"Col","label":"Assignment","data":["Shelter intake","Food distribution","Family reunification","Traffic support","Supply inventory"],"type":"string"},{"id":"volunteerZoneCol","component":"Col","label":"Zone","data":["North","Central","East","South","West"],"type":"string"},{"id":"communicationsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["communicationsHeader","communicationsTable"]},{"id":"communicationsHeader","component":"CardHeader","title":"Communication Channels","subtitle":"Network health and availability"},{"id":"communicationsTable","component":"Table","columns":["channelCol","channelStatusCol","channelDetailCol"]},{"id":"channelCol","component":"Col","label":"Channel","data":["Emergency radio","Cellular priority network","Satellite phones","Public alert system","Field data network"],"type":"string"},{"id":"channelStatusCol","component":"Col","label":"Status","data":["Up","Degraded","Up","Up","Degraded"],"type":"string"},{"id":"channelDetailCol","component":"Col","label":"Detail","data":["All repeaters online","North Zone congestion","12 units connected","Last alert delivered","East gateway intermittent"],"type":"string"},{"id":"communicationsHospitalsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["hospitalsCard","resourceRequestCard"]},{"id":"hospitalsCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["hospitalsHeader","hospitalsTable"]},{"id":"hospitalsHeader","component":"CardHeader","title":"Nearby Hospitals","subtitle":"Available emergency capacity"},{"id":"hospitalsTable","component":"Table","columns":["hospitalNameCol","hospitalDistanceCol","hospitalBedsCol","hospitalStatusCol"]},{"id":"hospitalNameCol","component":"Col","label":"Hospital","data":["Mercy General","St. Anne Medical","Riverside Regional","Valley Trauma Center"],"type":"string"},{"id":"hospitalDistanceCol","component":"Col","label":"Distance","data":["3.2 km","5.8 km","8.1 km","12.4 km"],"type":"string"},{"id":"hospitalBedsCol","component":"Col","label":"Free beds","data":["18","7","24","11"],"type":"number"},{"id":"hospitalStatusCol","component":"Col","label":"Status","data":["Accepting","Limited","Accepting","Accepting"],"type":"string"},{"id":"resourceRequestCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["resourceRequestHeader","resourceRequestForm","resourceTypeControl","resourceQuantityControl","resourceRequestButtons","resourceSubmit"]},{"id":"resourceRequestHeader","component":"CardHeader","title":"Request More Resources","subtitle":"Send a prioritized request to logistics"},{"id":"resourceRequestForm","component":"Form","name":"resource-request","fields":["resourceTypeControl","resourceQuantityControl","resourceRequestButtons"],"buttons":"resourceSubmit"},{"id":"resourceTypeControl","component":"FormControl","label":"Resource type","input":"resourceTypeSelect"},{"id":"resourceTypeSelect","component":"Select","name":"resourceType","placeholder":"Select resource type","items":["typeVehicle","typePersonnel","typeMedical","typeFood","typeShelter"]},{"id":"typeVehicle","component":"SelectItem","value":"vehicles","label":"Vehicles"},{"id":"typePersonnel","component":"SelectItem","value":"personnel","label":"Personnel"},{"id":"typeMedical","component":"SelectItem","value":"medical-supplies","label":"Medical supplies"},{"id":"typeFood","component":"SelectItem","value":"food-water","label":"Food and water kits"},{"id":"typeShelter","component":"SelectItem","value":"shelter-equipment","label":"Shelter equipment"},{"id":"resourceQuantityControl","component":"FormControl","label":"Quantity","input":"resourceQuantityInput","hint":"Enter the number of units or personnel required."},{"id":"resourceQuantityInput","component":"Input","name":"quantity","type":"number","placeholder":"e.g., 25"},{"id":"resourceRequestButtons","component":"FormControl","label":"Priority","input":"resourcePrioritySelect"},{"id":"resourcePrioritySelect","component":"Select","name":"priority","placeholder":"Select priority","items":["priorityCritical","priorityHigh","priorityNormal"]},{"id":"priorityCritical","component":"SelectItem","value":"critical","label":"Critical"},{"id":"priorityHigh","component":"SelectItem","value":"high","label":"High"},{"id":"priorityNormal","component":"SelectItem","value":"normal","label":"Normal"},{"id":"resourceSubmit","component":"Buttons","buttons":["resourceSubmitButton"]},{"id":"resourceSubmitButton","component":"Button","label":"Submit Resource Request","variant":"primary","size":"medium"},{"id":"tasksRoadsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["tasksCard","zoneFocusCard"]},{"id":"tasksCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":2,"children":["tasksHeader","tasksTable"]},{"id":"tasksHeader","component":"CardHeader","title":"Open Tasks","subtitle":"Tasks requiring completion or follow-up"},{"id":"tasksTable","component":"Table","columns":["taskNameCol","taskAssigneeCol","taskPriorityCol","taskStatusCol"]},{"id":"taskNameCol","component":"Col","label":"Task","data":["Inspect North levee breach","Confirm East evacuation count","Deliver generators to South shelter","Update public road closure map","Replenish trauma supplies"],"type":"string"},{"id":"taskAssigneeCol","component":"Col","label":"Assignee","data":["Capt. Jordan Lee","Maya Chen","Luis Romero","Ops GIS Team","Dr. Priya Shah"],"type":"string"},{"id":"taskPriorityCol","component":"Col","label":"Priority","data":["Critical","High","High","Moderate","High"],"type":"string"},{"id":"taskStatusCol","component":"Col","label":"Status","data":["In progress","Pending","Assigned","In progress","Pending"],"type":"string"},{"id":"zoneFocusCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["zoneFocusHeader","zoneFocusForm","zoneFocusControl","zoneFocusButtons","zoneFocusSubmit"]},{"id":"zoneFocusHeader","component":"CardHeader","title":"Focus Operational View","subtitle":"Filter the command picture by zone"},{"id":"zoneFocusForm","component":"Form","name":"zone-focus","fields":["zoneFocusControl"],"buttons":"zoneFocusButtons"},{"id":"zoneFocusControl","component":"FormControl","label":"Zone","input":"zoneFocusSelect"},{"id":"zoneFocusSelect","component":"Select","name":"zone","placeholder":"All zones","items":["zoneAll","zoneNorth","zoneCentral","zoneEast","zoneSouth","zoneWest"]},{"id":"zoneAll","component":"SelectItem","value":"all","label":"All zones"},{"id":"zoneNorth","component":"SelectItem","value":"north","label":"North"},{"id":"zoneCentral","component":"SelectItem","value":"central","label":"Central"},{"id":"zoneEast","component":"SelectItem","value":"east","label":"East"},{"id":"zoneSouth","component":"SelectItem","value":"south","label":"South"},{"id":"zoneWest","component":"SelectItem","value":"west","label":"West"},{"id":"zoneFocusButtons","component":"Buttons","buttons":["zoneFocusSubmit"]},{"id":"zoneFocusSubmit","component":"Button","label":"Focus Zone","variant":"secondary","size":"medium"},{"id":"actionsRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["broadcastCard","sitrepCard"]},{"id":"broadcastCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["broadcastHeader","broadcastForm","broadcastMessageControl","broadcastAudienceControl","broadcastButtons"]},{"id":"broadcastHeader","component":"CardHeader","title":"Broadcast Update","subtitle":"Send an operational update across selected channels"},{"id":"broadcastForm","component":"Form","name":"broadcast-update","fields":["broadcastMessageControl","broadcastAudienceControl"],"buttons":"broadcastButtons"},{"id":"broadcastMessageControl","component":"FormControl","label":"Message","input":"broadcastMessageInput","hint":"Keep public messaging clear, verified, and action-oriented."},{"id":"broadcastMessageInput","component":"TextArea","name":"broadcastMessage","placeholder":"Enter emergency update…","rows":4},{"id":"broadcastAudienceControl","component":"FormControl","label":"Audience","input":"broadcastAudienceSelect"},{"id":"broadcastAudienceSelect","component":"Select","name":"audience","placeholder":"Select audience","items":["audiencePublic","audienceResponders","audienceShelters"]},{"id":"audiencePublic","component":"SelectItem","value":"public","label":"Public alert channels"},{"id":"audienceResponders","component":"SelectItem","value":"responders","label":"All responders"},{"id":"audienceShelters","component":"SelectItem","value":"shelters","label":"Shelter coordinators"},{"id":"broadcastButtons","component":"Buttons","buttons":["broadcastButton"]},{"id":"broadcastButton","component":"Button","label":"Send Broadcast","variant":"primary","size":"medium"},{"id":"sitrepCard","component":"Card","variant":"card","direction":"column","gap":"s","weight":1,"children":["sitrepHeader","sitrepForm","sitrepSummaryControl","sitrepZoneControl","sitrepButtons"]},{"id":"sitrepHeader","component":"CardHeader","title":"File Situation Report","subtitle":"Record the current field and command assessment"},{"id":"sitrepForm","component":"Form","name":"situation-report","fields":["sitrepSummaryControl","sitrepZoneControl"],"buttons":"sitrepButtons"},{"id":"sitrepSummaryControl","component":"FormControl","label":"Situation summary","input":"sitrepSummaryInput"},{"id":"sitrepSummaryInput","component":"TextArea","name":"situationSummary","placeholder":"Summarize conditions, actions taken, needs, and next operational period…","rows":4},{"id":"sitrepZoneControl","component":"FormControl","label":"Primary zone","input":"sitrepZoneSelect"},{"id":"sitrepZoneSelect","component":"Select","name":"sitrepZone","placeholder":"Select primary zone","items":["sitrepNorth","sitrepCentral","sitrepEast","sitrepSouth","sitrepWest"]},{"id":"sitrepNorth","component":"SelectItem","value":"north","label":"North"},{"id":"sitrepCentral","component":"SelectItem","value":"central","label":"Central"},{"id":"sitrepEast","component":"SelectItem","value":"east","label":"East"},{"id":"sitrepSouth","component":"SelectItem","value":"south","label":"South"},{"id":"sitrepWest","component":"SelectItem","value":"west","label":"West"},{"id":"sitrepButtons","component":"Buttons","buttons":["sitrepButton"]},{"id":"sitrepButton","component":"Button","label":"File Situation Report","variant":"secondary","size":"medium"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r2.txt
new file mode 100644
index 000000000..365502e34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r2.txt
@@ -0,0 +1,1489 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "emergency-response-center",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#B42318",
+      "agentDisplayName": "Emergency Response Coordination Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "emergency-response-center",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "incident-alert",
+          "summary-row",
+          "operations-row",
+          "shelter-route-row",
+          "weather-impact-row",
+          "people-volunteer-row",
+          "support-row",
+          "health-road-row",
+          "tasks-actions-row",
+          "reporting-row"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "card",
+        "direction": "row",
+        "align": "center",
+        "justify": "between",
+        "gap": "m",
+        "children": [
+          "title-block",
+          "zone-focus-control"
+        ]
+      },
+      {
+        "id": "title-block",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Emergency Response Coordination Center",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Operational dashboard • Last synchronized 14:32 local",
+        "size": "small"
+      },
+      {
+        "id": "zone-focus-control",
+        "component": "FormControl",
+        "label": "Focus operational view",
+        "input": "zone-focus-select",
+        "hint": "Filter coordination activity by zone"
+      },
+      {
+        "id": "zone-focus-select",
+        "component": "Select",
+        "name": "zoneFocus",
+        "placeholder": "All zones",
+        "value": "all",
+        "size": "medium",
+        "items": [
+          "zone-all",
+          "zone-north",
+          "zone-central",
+          "zone-east",
+          "zone-south"
+        ]
+      },
+      {
+        "id": "zone-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All zones"
+      },
+      {
+        "id": "zone-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North Zone"
+      },
+      {
+        "id": "zone-central",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central Zone"
+      },
+      {
+        "id": "zone-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East Zone"
+      },
+      {
+        "id": "zone-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South Zone"
+      },
+      {
+        "id": "incident-alert",
+        "component": "Alert",
+        "variant": "destructive",
+        "title": "Critical operational priority",
+        "description": "North Zone flooding is worsening. Route N-4 is closed and Riverside Shelter is at 94% occupancy."
+      },
+      {
+        "id": "summary-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "severity-summary",
+          "people-summary",
+          "communications-summary"
+        ]
+      },
+      {
+        "id": "severity-summary",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "severity-header",
+          "severity-critical",
+          "severity-high",
+          "severity-moderate"
+        ]
+      },
+      {
+        "id": "severity-header",
+        "component": "CardHeader",
+        "title": "Overall Severity",
+        "subtitle": "Regional operating picture"
+      },
+      {
+        "id": "severity-critical",
+        "component": "Tag",
+        "text": "CRITICAL — 2 active incidents",
+        "variant": "danger",
+        "size": "lg"
+      },
+      {
+        "id": "severity-high",
+        "component": "Tag",
+        "text": "HIGH — 3 active incidents",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "severity-moderate",
+        "component": "Tag",
+        "text": "MODERATE — 4 active incidents",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "people-summary",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "people-header",
+          "rescued-tag",
+          "casualties-tag",
+          "missing-tag"
+        ]
+      },
+      {
+        "id": "people-header",
+        "component": "CardHeader",
+        "title": "People Impacted",
+        "subtitle": "Verified totals so far"
+      },
+      {
+        "id": "rescued-tag",
+        "component": "Tag",
+        "text": "1,284 people rescued",
+        "variant": "success",
+        "size": "lg"
+      },
+      {
+        "id": "casualties-tag",
+        "component": "Tag",
+        "text": "18 casualties",
+        "variant": "danger",
+        "size": "md"
+      },
+      {
+        "id": "missing-tag",
+        "component": "Tag",
+        "text": "27 unaccounted for",
+        "variant": "warning",
+        "size": "md"
+      },
+      {
+        "id": "communications-summary",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "comms-header",
+          "comms-table"
+        ]
+      },
+      {
+        "id": "comms-header",
+        "component": "CardHeader",
+        "title": "Communication Channels",
+        "subtitle": "Network availability"
+      },
+      {
+        "id": "comms-table",
+        "component": "Table",
+        "columns": [
+          "comms-channel-col",
+          "comms-status-col",
+          "comms-note-col"
+        ]
+      },
+      {
+        "id": "comms-channel-col",
+        "component": "Col",
+        "label": "Channel",
+        "data": [
+          "Emergency radio",
+          "Cellular network",
+          "Satellite phones",
+          "Public alert system"
+        ]
+      },
+      {
+        "id": "comms-status-col",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "UP",
+          "DEGRADED",
+          "UP",
+          "UP"
+        ]
+      },
+      {
+        "id": "comms-note-col",
+        "component": "Col",
+        "label": "Notes",
+        "data": [
+          "All repeaters operational",
+          "North Zone intermittent",
+          "12 units available",
+          "Last broadcast 14:20"
+        ]
+      },
+      {
+        "id": "operations-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "incidents-card",
+          "resources-card"
+        ]
+      },
+      {
+        "id": "incidents-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 2,
+        "children": [
+          "incidents-header",
+          "incidents-table"
+        ]
+      },
+      {
+        "id": "incidents-header",
+        "component": "CardHeader",
+        "title": "Active Incidents by Zone",
+        "subtitle": "9 incidents currently open"
+      },
+      {
+        "id": "incidents-table",
+        "component": "Table",
+        "columns": [
+          "incident-zone-col",
+          "incident-name-col",
+          "incident-severity-col",
+          "incident-status-col"
+        ]
+      },
+      {
+        "id": "incident-zone-col",
+        "component": "Col",
+        "label": "Zone",
+        "data": [
+          "North",
+          "North",
+          "Central",
+          "East",
+          "South"
+        ]
+      },
+      {
+        "id": "incident-name-col",
+        "component": "Col",
+        "label": "Incident",
+        "data": [
+          "River flooding",
+          "Apartment evacuation",
+          "Power substation fire",
+          "Landslide blockage",
+          "Wildfire perimeter"
+        ]
+      },
+      {
+        "id": "incident-severity-col",
+        "component": "Col",
+        "label": "Severity",
+        "data": [
+          "CRITICAL",
+          "HIGH",
+          "HIGH",
+          "MODERATE",
+          "CRITICAL"
+        ]
+      },
+      {
+        "id": "incident-status-col",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Escalating",
+          "Evacuation active",
+          "Contained",
+          "Assessment underway",
+          "Active suppression"
+        ]
+      },
+      {
+        "id": "resources-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "resources-header",
+          "vehicles-tag",
+          "personnel-tag",
+          "supplies-tag",
+          "resource-progress"
+        ]
+      },
+      {
+        "id": "resources-header",
+        "component": "CardHeader",
+        "title": "Available Resources",
+        "subtitle": "Ready for deployment"
+      },
+      {
+        "id": "vehicles-tag",
+        "component": "Tag",
+        "text": "42 vehicles available",
+        "variant": "info",
+        "size": "md"
+      },
+      {
+        "id": "personnel-tag",
+        "component": "Tag",
+        "text": "186 personnel available",
+        "variant": "success",
+        "size": "md"
+      },
+      {
+        "id": "supplies-tag",
+        "component": "Tag",
+        "text": "3,750 supply kits available",
+        "variant": "neutral",
+        "size": "md"
+      },
+      {
+        "id": "resource-progress",
+        "component": "Progress",
+        "value": 68,
+        "label": "68% of deployable capacity committed"
+      },
+      {
+        "id": "shelter-route-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "shelters-card",
+          "routes-card"
+        ]
+      },
+      {
+        "id": "shelters-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "shelters-header",
+          "shelters-table"
+        ]
+      },
+      {
+        "id": "shelters-header",
+        "component": "CardHeader",
+        "title": "Shelters",
+        "subtitle": "Capacity and current occupancy"
+      },
+      {
+        "id": "shelters-table",
+        "component": "Table",
+        "columns": [
+          "shelter-name-col",
+          "shelter-capacity-col",
+          "shelter-occupancy-col",
+          "shelter-status-col"
+        ]
+      },
+      {
+        "id": "shelter-name-col",
+        "component": "Col",
+        "label": "Shelter",
+        "data": [
+          "Riverside High",
+          "Civic Center",
+          "East Community Hall",
+          "South Arena"
+        ]
+      },
+      {
+        "id": "shelter-capacity-col",
+        "component": "Col",
+        "label": "Capacity",
+        "data": [
+          "600",
+          "850",
+          "400",
+          "1,000"
+        ]
+      },
+      {
+        "id": "shelter-occupancy-col",
+        "component": "Col",
+        "label": "Occupied",
+        "data": [
+          "564",
+          "503",
+          "188",
+          "720"
+        ]
+      },
+      {
+        "id": "shelter-status-col",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "94%",
+          "59%",
+          "47%",
+          "72%"
+        ]
+      },
+      {
+        "id": "routes-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "routes-header",
+          "routes-table"
+        ]
+      },
+      {
+        "id": "routes-header",
+        "component": "CardHeader",
+        "title": "Evacuation Routes",
+        "subtitle": "Current route conditions"
+      },
+      {
+        "id": "routes-table",
+        "component": "Table",
+        "columns": [
+          "route-name-col",
+          "route-zone-col",
+          "route-status-col",
+          "route-note-col"
+        ]
+      },
+      {
+        "id": "route-name-col",
+        "component": "Col",
+        "label": "Route",
+        "data": [
+          "N-4 River Road",
+          "Central Parkway",
+          "E-2 Ridge Pass",
+          "S-7 Coastal Link"
+        ]
+      },
+      {
+        "id": "route-zone-col",
+        "component": "Col",
+        "label": "Zone",
+        "data": [
+          "North",
+          "Central",
+          "East",
+          "South"
+        ]
+      },
+      {
+        "id": "route-status-col",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "CLOSED",
+          "OPEN",
+          "RESTRICTED",
+          "OPEN"
+        ]
+      },
+      {
+        "id": "route-note-col",
+        "component": "Col",
+        "label": "Notes",
+        "data": [
+          "Flooded at bridge",
+          "Clear",
+          "One lane, escorted",
+          "Heavy traffic"
+        ]
+      },
+      {
+        "id": "weather-impact-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "weather-card",
+          "roads-card"
+        ]
+      },
+      {
+        "id": "weather-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "weather-header",
+          "weather-table"
+        ]
+      },
+      {
+        "id": "weather-header",
+        "component": "CardHeader",
+        "title": "48-Hour Weather Forecast",
+        "subtitle": "Conditions affecting response operations"
+      },
+      {
+        "id": "weather-table",
+        "component": "Table",
+        "columns": [
+          "weather-period-col",
+          "weather-condition-col",
+          "weather-temp-col",
+          "weather-impact-col"
+        ]
+      },
+      {
+        "id": "weather-period-col",
+        "component": "Col",
+        "label": "Period",
+        "data": [
+          "Today 18:00–00:00",
+          "Overnight",
+          "Tomorrow 06:00–18:00",
+          "Tomorrow night"
+        ]
+      },
+      {
+        "id": "weather-condition-col",
+        "component": "Col",
+        "label": "Forecast",
+        "data": [
+          "Heavy rain",
+          "Thunderstorms",
+          "Rain easing",
+          "Cloudy, windy"
+        ]
+      },
+      {
+        "id": "weather-temp-col",
+        "component": "Col",
+        "label": "Temp",
+        "data": [
+          "14°C",
+          "11°C",
+          "16°C",
+          "10°C"
+        ]
+      },
+      {
+        "id": "weather-impact-col",
+        "component": "Col",
+        "label": "Operational impact",
+        "data": [
+          "High flood risk",
+          "Aviation restricted",
+          "Improving visibility",
+          "Monitor wind gusts"
+        ]
+      },
+      {
+        "id": "roads-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "roads-header",
+          "roads-table"
+        ]
+      },
+      {
+        "id": "roads-header",
+        "component": "CardHeader",
+        "title": "Road Closures",
+        "subtitle": "Confirmed closures and restrictions"
+      },
+      {
+        "id": "roads-table",
+        "component": "Table",
+        "columns": [
+          "road-name-col",
+          "road-location-col",
+          "road-reason-col",
+          "road-reopen-col"
+        ]
+      },
+      {
+        "id": "road-name-col",
+        "component": "Col",
+        "label": "Road",
+        "data": [
+          "River Road N-4",
+          "Oak Street Bridge",
+          "Ridge Pass E-2",
+          "Harbor Tunnel"
+        ]
+      },
+      {
+        "id": "road-location-col",
+        "component": "Col",
+        "label": "Location",
+        "data": [
+          "North Zone",
+          "Central Zone",
+          "East Zone",
+          "South Zone"
+        ]
+      },
+      {
+        "id": "road-reason-col",
+        "component": "Col",
+        "label": "Reason",
+        "data": [
+          "Flooding",
+          "Structural inspection",
+          "Landslide debris",
+          "Smoke hazard"
+        ]
+      },
+      {
+        "id": "road-reopen-col",
+        "component": "Col",
+        "label": "Review",
+        "data": [
+          "06:00 tomorrow",
+          "18:00 today",
+          "After clearance",
+          "22:00 today"
+        ]
+      },
+      {
+        "id": "people-volunteer-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "volunteers-card",
+          "hospitals-card"
+        ]
+      },
+      {
+        "id": "volunteers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "volunteers-header",
+          "volunteers-table"
+        ]
+      },
+      {
+        "id": "volunteers-header",
+        "component": "CardHeader",
+        "title": "Volunteers on Duty",
+        "subtitle": "36 active volunteers across operations"
+      },
+      {
+        "id": "volunteers-table",
+        "component": "Table",
+        "columns": [
+          "volunteer-name-col",
+          "volunteer-assignment-col",
+          "volunteer-zone-col",
+          "volunteer-shift-col"
+        ]
+      },
+      {
+        "id": "volunteer-name-col",
+        "component": "Col",
+        "label": "Volunteer",
+        "data": [
+          "Maya Chen",
+          "Omar Davis",
+          "Priya Shah",
+          "Luis Romero"
+        ]
+      },
+      {
+        "id": "volunteer-assignment-col",
+        "component": "Col",
+        "label": "Assignment",
+        "data": [
+          "Shelter intake",
+          "Supply distribution",
+          "Family reunification",
+          "Route support"
+        ]
+      },
+      {
+        "id": "volunteer-zone-col",
+        "component": "Col",
+        "label": "Zone",
+        "data": [
+          "North",
+          "Central",
+          "East",
+          "South"
+        ]
+      },
+      {
+        "id": "volunteer-shift-col",
+        "component": "Col",
+        "label": "Shift ends",
+        "data": [
+          "18:00",
+          "20:00",
+          "19:00",
+          "22:00"
+        ]
+      },
+      {
+        "id": "hospitals-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "hospitals-header",
+          "hospitals-table"
+        ]
+      },
+      {
+        "id": "hospitals-header",
+        "component": "CardHeader",
+        "title": "Nearby Hospitals",
+        "subtitle": "Emergency capacity"
+      },
+      {
+        "id": "hospitals-table",
+        "component": "Table",
+        "columns": [
+          "hospital-name-col",
+          "hospital-zone-col",
+          "hospital-freebeds-col",
+          "hospital-status-col"
+        ]
+      },
+      {
+        "id": "hospital-name-col",
+        "component": "Col",
+        "label": "Hospital",
+        "data": [
+          "St. Anne Medical Center",
+          "Memorial General",
+          "Eastside Trauma Center",
+          "South County Hospital"
+        ]
+      },
+      {
+        "id": "hospital-zone-col",
+        "component": "Col",
+        "label": "Zone",
+        "data": [
+          "Central",
+          "North",
+          "East",
+          "South"
+        ]
+      },
+      {
+        "id": "hospital-freebeds-col",
+        "component": "Col",
+        "label": "Free beds",
+        "data": [
+          "24",
+          "8",
+          "17",
+          "31"
+        ]
+      },
+      {
+        "id": "hospital-status-col",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Receiving",
+          "Near capacity",
+          "Receiving",
+          "Receiving"
+        ]
+      },
+      {
+        "id": "support-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "donations-card",
+          "aid-requests-card"
+        ]
+      },
+      {
+        "id": "donations-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "donations-header",
+          "donations-table"
+        ]
+      },
+      {
+        "id": "donations-header",
+        "component": "CardHeader",
+        "title": "Donations Received",
+        "subtitle": "Recorded in the past 24 hours"
+      },
+      {
+        "id": "donations-table",
+        "component": "Table",
+        "columns": [
+          "donation-source-col",
+          "donation-type-col",
+          "donation-amount-col",
+          "donation-time-col"
+        ]
+      },
+      {
+        "id": "donation-source-col",
+        "component": "Col",
+        "label": "Source",
+        "data": [
+          "Community Relief Fund",
+          "Northside Grocers",
+          "Hope Logistics",
+          "Anonymous"
+        ]
+      },
+      {
+        "id": "donation-type-col",
+        "component": "Col",
+        "label": "Donation",
+        "data": [
+          "Cash",
+          "Water and food",
+          "Blankets",
+          "Cash"
+        ]
+      },
+      {
+        "id": "donation-amount-col",
+        "component": "Col",
+        "label": "Amount",
+        "data": [
+          "$48,500",
+          "1,200 kits",
+          "800 units",
+          "$12,000"
+        ]
+      },
+      {
+        "id": "donation-time-col",
+        "component": "Col",
+        "label": "Received",
+        "data": [
+          "14:05",
+          "13:42",
+          "12:30",
+          "11:18"
+        ]
+      },
+      {
+        "id": "aid-requests-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "aid-requests-header",
+          "aid-requests-table"
+        ]
+      },
+      {
+        "id": "aid-requests-header",
+        "component": "CardHeader",
+        "title": "Aid Requests Awaiting Action",
+        "subtitle": "7 requests require coordination"
+      },
+      {
+        "id": "aid-requests-table",
+        "component": "Table",
+        "columns": [
+          "aid-request-col",
+          "aid-zone-col",
+          "aid-priority-col",
+          "aid-waiting-col"
+        ]
+      },
+      {
+        "id": "aid-request-col",
+        "component": "Col",
+        "label": "Request",
+        "data": [
+          "Water purification units",
+          "Wheelchair transport",
+          "Infant formula",
+          "Generator fuel"
+        ]
+      },
+      {
+        "id": "aid-zone-col",
+        "component": "Col",
+        "label": "Zone",
+        "data": [
+          "North",
+          "Central",
+          "East",
+          "South"
+        ]
+      },
+      {
+        "id": "aid-priority-col",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "CRITICAL",
+          "HIGH",
+          "HIGH",
+          "MODERATE"
+        ]
+      },
+      {
+        "id": "aid-waiting-col",
+        "component": "Col",
+        "label": "Waiting",
+        "data": [
+          "18 min",
+          "32 min",
+          "41 min",
+          "55 min"
+        ]
+      },
+      {
+        "id": "tasks-actions-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "tasks-card",
+          "resource-request-card"
+        ]
+      },
+      {
+        "id": "tasks-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "tasks-header",
+          "tasks-table"
+        ]
+      },
+      {
+        "id": "tasks-header",
+        "component": "CardHeader",
+        "title": "Open Tasks",
+        "subtitle": "Assigned response actions"
+      },
+      {
+        "id": "tasks-table",
+        "component": "Table",
+        "columns": [
+          "task-name-col",
+          "task-assignee-col",
+          "task-priority-col",
+          "task-due-col"
+        ]
+      },
+      {
+        "id": "task-name-col",
+        "component": "Col",
+        "label": "Task",
+        "data": [
+          "Inspect Riverside levee",
+          "Open overflow shelter",
+          "Coordinate fuel convoy",
+          "Verify hospital surge beds"
+        ]
+      },
+      {
+        "id": "task-assignee-col",
+        "component": "Col",
+        "label": "Assignee",
+        "data": [
+          "J. Morgan",
+          "A. Patel",
+          "R. Kim",
+          "S. Alvarez"
+        ]
+      },
+      {
+        "id": "task-priority-col",
+        "component": "Col",
+        "label": "Priority",
+        "data": [
+          "CRITICAL",
+          "HIGH",
+          "HIGH",
+          "MODERATE"
+        ]
+      },
+      {
+        "id": "task-due-col",
+        "component": "Col",
+        "label": "Due",
+        "data": [
+          "15:00",
+          "16:00",
+          "16:30",
+          "17:00"
+        ]
+      },
+      {
+        "id": "resource-request-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "resource-request-header",
+          "resource-request-form"
+        ]
+      },
+      {
+        "id": "resource-request-header",
+        "component": "CardHeader",
+        "title": "Request More Resources",
+        "subtitle": "Submit a mutual-aid or logistics request"
+      },
+      {
+        "id": "resource-request-form",
+        "component": "Form",
+        "name": "resourceRequest",
+        "fields": [
+          "resource-type-control",
+          "resource-quantity-control",
+          "resource-zone-control"
+        ],
+        "buttons": "resource-request-buttons"
+      },
+      {
+        "id": "resource-type-control",
+        "component": "FormControl",
+        "label": "Resource type",
+        "input": "resource-type-select"
+      },
+      {
+        "id": "resource-type-select",
+        "component": "Select",
+        "name": "resourceType",
+        "placeholder": "Choose resource type",
+        "items": [
+          "resource-type-vehicles",
+          "resource-type-personnel",
+          "resource-type-medical",
+          "resource-type-supplies"
+        ]
+      },
+      {
+        "id": "resource-type-vehicles",
+        "component": "SelectItem",
+        "value": "vehicles",
+        "label": "Vehicles"
+      },
+      {
+        "id": "resource-type-personnel",
+        "component": "SelectItem",
+        "value": "personnel",
+        "label": "Personnel"
+      },
+      {
+        "id": "resource-type-medical",
+        "component": "SelectItem",
+        "value": "medical",
+        "label": "Medical equipment"
+      },
+      {
+        "id": "resource-type-supplies",
+        "component": "SelectItem",
+        "value": "supplies",
+        "label": "Relief supplies"
+      },
+      {
+        "id": "resource-quantity-control",
+        "component": "FormControl",
+        "label": "Quantity",
+        "input": "resource-quantity-input"
+      },
+      {
+        "id": "resource-quantity-input",
+        "component": "Input",
+        "name": "resourceQuantity",
+        "type": "number",
+        "placeholder": "Enter quantity"
+      },
+      {
+        "id": "resource-zone-control",
+        "component": "FormControl",
+        "label": "Destination zone",
+        "input": "resource-zone-select"
+      },
+      {
+        "id": "resource-zone-select",
+        "component": "Select",
+        "name": "resourceZone",
+        "placeholder": "Select zone",
+        "items": [
+          "request-zone-north",
+          "request-zone-central",
+          "request-zone-east",
+          "request-zone-south"
+        ]
+      },
+      {
+        "id": "request-zone-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North Zone"
+      },
+      {
+        "id": "request-zone-central",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central Zone"
+      },
+      {
+        "id": "request-zone-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East Zone"
+      },
+      {
+        "id": "request-zone-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South Zone"
+      },
+      {
+        "id": "resource-request-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "submit-resource-request"
+        ]
+      },
+      {
+        "id": "submit-resource-request",
+        "component": "Button",
+        "label": "Submit Resource Request",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "reporting-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "broadcast-card",
+          "situation-report-card"
+        ]
+      },
+      {
+        "id": "broadcast-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "broadcast-header",
+          "broadcast-form"
+        ]
+      },
+      {
+        "id": "broadcast-header",
+        "component": "CardHeader",
+        "title": "Broadcast Update",
+        "subtitle": "Send an operational or public information update"
+      },
+      {
+        "id": "broadcast-form",
+        "component": "Form",
+        "name": "broadcastUpdate",
+        "fields": [
+          "broadcast-channel-control",
+          "broadcast-message-control"
+        ],
+        "buttons": "broadcast-buttons"
+      },
+      {
+        "id": "broadcast-channel-control",
+        "component": "FormControl",
+        "label": "Channel",
+        "input": "broadcast-channel-select"
+      },
+      {
+        "id": "broadcast-channel-select",
+        "component": "Select",
+        "name": "broadcastChannel",
+        "placeholder": "Select channel",
+        "items": [
+          "broadcast-public",
+          "broadcast-responders",
+          "broadcast-shelters",
+          "broadcast-volunteers"
+        ]
+      },
+      {
+        "id": "broadcast-public",
+        "component": "SelectItem",
+        "value": "public",
+        "label": "Public alert system"
+      },
+      {
+        "id": "broadcast-responders",
+        "component": "SelectItem",
+        "value": "responders",
+        "label": "Responder radio network"
+      },
+      {
+        "id": "broadcast-shelters",
+        "component": "SelectItem",
+        "value": "shelters",
+        "label": "Shelter coordinators"
+      },
+      {
+        "id": "broadcast-volunteers",
+        "component": "SelectItem",
+        "value": "volunteers",
+        "label": "Volunteer network"
+      },
+      {
+        "id": "broadcast-message-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "broadcast-message-input",
+        "hint": "Use clear, time-sensitive instructions."
+      },
+      {
+        "id": "broadcast-message-input",
+        "component": "TextArea",
+        "name": "broadcastMessage",
+        "placeholder": "Enter broadcast update...",
+        "rows": 4
+      },
+      {
+        "id": "broadcast-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-broadcast"
+        ]
+      },
+      {
+        "id": "send-broadcast",
+        "component": "Button",
+        "label": "Send Broadcast",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "situation-report-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "weight": 1,
+        "children": [
+          "situation-report-header",
+          "situation-report-form"
+        ]
+      },
+      {
+        "id": "situation-report-header",
+        "component": "CardHeader",
+        "title": "File Situation Report",
+        "subtitle": "Record a verified field or coordination update"
+      },
+      {
+        "id": "situation-report-form",
+        "component": "Form",
+        "name": "situationReport",
+        "fields": [
+          "report-zone-control",
+          "report-summary-control"
+        ],
+        "buttons": "situation-report-buttons"
+      },
+      {
+        "id": "report-zone-control",
+        "component": "FormControl",
+        "label": "Reporting zone",
+        "input": "report-zone-select"
+      },
+      {
+        "id": "report-zone-select",
+        "component": "Select",
+        "name": "reportZone",
+        "placeholder": "Select zone",
+        "items": [
+          "report-zone-north",
+          "report-zone-central",
+          "report-zone-east",
+          "report-zone-south"
+        ]
+      },
+      {
+        "id": "report-zone-north",
+        "component": "SelectItem",
+        "value": "north",
+        "label": "North Zone"
+      },
+      {
+        "id": "report-zone-central",
+        "component": "SelectItem",
+        "value": "central",
+        "label": "Central Zone"
+      },
+      {
+        "id": "report-zone-east",
+        "component": "SelectItem",
+        "value": "east",
+        "label": "East Zone"
+      },
+      {
+        "id": "report-zone-south",
+        "component": "SelectItem",
+        "value": "south",
+        "label": "South Zone"
+      },
+      {
+        "id": "report-summary-control",
+        "component": "FormControl",
+        "label": "Situation summary",
+        "input": "report-summary-input",
+        "hint": "Include verified conditions, needs, and actions taken."
+      },
+      {
+        "id": "report-summary-input",
+        "component": "TextArea",
+        "name": "situationSummary",
+        "placeholder": "Enter situation report...",
+        "rows": 4
+      },
+      {
+        "id": "situation-report-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "file-situation-report"
+        ]
+      },
+      {
+        "id": "file-situation-report",
+        "component": "Button",
+        "label": "File Situation Report",
+        "variant": "secondary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r3.txt
new file mode 100644
index 000000000..8ef8fb16b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r4.txt
new file mode 100644
index 000000000..c1e3aafc8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-disaster__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r1.txt
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@@ -0,0 +1,7 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r2.txt
new file mode 100644
index 000000000..c40460996
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r2.txt
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r3.txt
new file mode 100644
index 000000000..da8bc9caa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r3.txt
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r4.txt
new file mode 100644
index 000000000..aa765efd9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-exec__r4.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r1.txt
new file mode 100644
index 000000000..a1f401232
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r1.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r2.txt
new file mode 100644
index 000000000..8de42bbb7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r2.txt
@@ -0,0 +1,7 @@
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r3.txt
new file mode 100644
index 000000000..be2329f6b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r3.txt
@@ -0,0 +1,1017 @@
+<a2ui-json>
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+  "createSurface": {
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+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
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+      "agentDisplayName": "Trading Desk"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
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+  "updateComponents": {
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+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "header",
+          "topMetrics",
+          "mainRow",
+          "bottomRow"
+        ]
+      },
+      {
+        "id": "header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "titleBlock",
+          "timeframeControl"
+        ]
+      },
+      {
+        "id": "titleBlock",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "workspaceTitle",
+          "workspaceSubtitle"
+        ]
+      },
+      {
+        "id": "workspaceTitle",
+        "component": "Heading",
+        "text": "Morning Trading Workspace",
+        "level": "h1"
+      },
+      {
+        "id": "workspaceSubtitle",
+        "component": "TextContent",
+        "text": "Pre-market portfolio, risk, execution, and macro overview",
+        "size": "default"
+      },
+      {
+        "id": "timeframeControl",
+        "component": "Select",
+        "name": "timeframe",
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+        "value": "Today",
+        "items": [
+          "timeframeToday",
+          "timeframeWeek",
+          "timeframeMonth",
+          "timeframeYear"
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+      },
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+        "id": "timeframeToday",
+        "component": "SelectItem",
+        "value": "Today",
+        "label": "Today"
+      },
+      {
+        "id": "timeframeWeek",
+        "component": "SelectItem",
+        "value": "Week",
+        "label": "This week"
+      },
+      {
+        "id": "timeframeMonth",
+        "component": "SelectItem",
+        "value": "Month",
+        "label": "This month"
+      },
+      {
+        "id": "timeframeYear",
+        "component": "SelectItem",
+        "value": "Year",
+        "label": "Year to date"
+      },
+      {
+        "id": "topMetrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "portfolioMetric",
+          "pnlMetric",
+          "varMetric",
+          "marginMetric"
+        ]
+      },
+      {
+        "id": "portfolioMetric",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "portfolioLabel",
+          "portfolioValue"
+        ]
+      },
+      {
+        "id": "portfolioLabel",
+        "component": "TextContent",
+        "text": "Portfolio value",
+        "size": "small"
+      },
+      {
+        "id": "portfolioValue",
+        "component": "Heading",
+        "text": "$24.86M",
+        "level": "h2"
+      },
+      {
+        "id": "pnlMetric",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "pnlLabel",
+          "pnlValue",
+          "pnlTag"
+        ]
+      },
+      {
+        "id": "pnlLabel",
+        "component": "TextContent",
+        "text": "Profit & loss today",
+        "size": "small"
+      },
+      {
+        "id": "pnlValue",
+        "component": "Heading",
+        "text": "+$184,250",
+        "level": "h2"
+      },
+      {
+        "id": "pnlTag",
+        "component": "Tag",
+        "text": "+0.75%",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "varMetric",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "varLabel",
+          "varValue",
+          "varText"
+        ]
+      },
+      {
+        "id": "varLabel",
+        "component": "TextContent",
+        "text": "1-day value at risk",
+        "size": "small"
+      },
+      {
+        "id": "varValue",
+        "component": "Heading",
+        "text": "$612K",
+        "level": "h2"
+      },
+      {
+        "id": "varText",
+        "component": "TextContent",
+        "text": "2.46% of NAV · 99% confidence",
+        "size": "small"
+      },
+      {
+        "id": "marginMetric",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "marginLabel",
+          "marginValue",
+          "marginProgress"
+        ]
+      },
+      {
+        "id": "marginLabel",
+        "component": "TextContent",
+        "text": "Margin in use",
+        "size": "small"
+      },
+      {
+        "id": "marginValue",
+        "component": "Heading",
+        "text": "$8.94M",
+        "level": "h2"
+      },
+      {
+        "id": "marginProgress",
+        "component": "Progress",
+        "value": 58,
+        "label": "58% of available buying power"
+      },
+      {
+        "id": "mainRow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "start",
+        "children": [
+          "positionsPanel",
+          "rightSidebar"
+        ]
+      },
+      {
+        "id": "positionsPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "positionsHeader",
+          "positionsTable",
+          "workingOrdersHeader",
+          "workingOrdersTable",
+          "rebalanceButton"
+        ]
+      },
+      {
+        "id": "positionsHeader",
+        "component": "CardHeader",
+        "title": "Open Positions",
+        "subtitle": "Live marks and entry basis"
+      },
+      {
+        "id": "positionsTable",
+        "component": "Table",
+        "columns": [
+          "posTickerCol",
+          "posSizeCol",
+          "posEntryCol",
+          "posCurrentCol",
+          "posPnlCol"
+        ]
+      },
+      {
+        "id": "posTickerCol",
+        "component": "Col",
+        "label": "Ticker",
+        "data": [
+          "NVDA",
+          "MSFT",
+          "XOM",
+          "TLT",
+          "EUR/USD"
+        ]
+      },
+      {
+        "id": "posSizeCol",
+        "component": "Col",
+        "label": "Size",
+        "data": [
+          "18,000",
+          "12,500",
+          "30,000",
+          "8,000",
+          "4.0M"
+        ],
+        "type": "number"
+      },
+      {
+        "id": "posEntryCol",
+        "component": "Col",
+        "label": "Entry",
+        "data": [
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+          "$421.15",
+          "$108.72",
+          "$92.18",
+          "1.0812"
+        ]
+      },
+      {
+        "id": "posCurrentCol",
+        "component": "Col",
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+          "$91.44",
+          "1.0864"
+        ]
+      },
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+        "id": "posPnlCol",
+        "component": "Col",
+        "label": "Unrealized P&L",
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+          "+$71.9K",
+          "+$109.2K",
+          "-$5.9K",
+          "+$20.8K"
+        ]
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+        "component": "CardHeader",
+        "title": "Working Orders",
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+      },
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+        "id": "workingOrdersTable",
+        "component": "Table",
+        "columns": [
+          "orderTickerCol",
+          "orderSideCol",
+          "orderQtyCol",
+          "orderTypeCol",
+          "orderStatusCol"
+        ]
+      },
+      {
+        "id": "orderTickerCol",
+        "component": "Col",
+        "label": "Ticker",
+        "data": [
+          "AAPL",
+          "ESU6",
+          "GLD"
+        ]
+      },
+      {
+        "id": "orderSideCol",
+        "component": "Col",
+        "label": "Side",
+        "data": [
+          "Buy",
+          "Sell",
+          "Buy"
+        ]
+      },
+      {
+        "id": "orderQtyCol",
+        "component": "Col",
+        "label": "Quantity",
+        "data": [
+          "5,000",
+          "25",
+          "8,000"
+        ],
+        "type": "number"
+      },
+      {
+        "id": "orderTypeCol",
+        "component": "Col",
+        "label": "Order",
+        "data": [
+          "Limit $228.50",
+          "Stop 5,430",
+          "Limit $238.10"
+        ]
+      },
+      {
+        "id": "orderStatusCol",
+        "component": "Col",
+        "label": "Status",
+        "data": [
+          "Working",
+          "Working",
+          "Working"
+        ]
+      },
+      {
+        "id": "rebalanceButton",
+        "component": "Button",
+        "label": "Open Rebalance Planner",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "rightSidebar",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "orderTicket",
+          "riskLimits",
+          "sectorExposure"
+        ]
+      },
+      {
+        "id": "orderTicket",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "orderTicketHeader",
+          "orderForm"
+        ]
+      },
+      {
+        "id": "orderTicketHeader",
+        "component": "CardHeader",
+        "title": "Place Order",
+        "subtitle": "Stage an order for review"
+      },
+      {
+        "id": "orderForm",
+        "component": "Form",
+        "name": "place-order",
+        "fields": [
+          "orderTickerField",
+          "orderSideField",
+          "orderQuantityField"
+        ],
+        "buttons": "orderButtons"
+      },
+      {
+        "id": "orderTickerField",
+        "component": "FormControl",
+        "label": "Ticker",
+        "input": "orderTickerInput",
+        "hint": "Example: NVDA"
+      },
+      {
+        "id": "orderTickerInput",
+        "component": "Input",
+        "name": "ticker",
+        "placeholder": "Enter ticker",
+        "type": "text"
+      },
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+        "id": "orderSideField",
+        "component": "FormControl",
+        "label": "Side",
+        "input": "orderSideSelect"
+      },
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+        "id": "orderSideSelect",
+        "component": "Select",
+        "name": "side",
+        "placeholder": "Choose side",
+        "items": [
+          "buySide",
+          "sellSide"
+        ]
+      },
+      {
+        "id": "buySide",
+        "component": "SelectItem",
+        "value": "buy",
+        "label": "Buy"
+      },
+      {
+        "id": "sellSide",
+        "component": "SelectItem",
+        "value": "sell",
+        "label": "Sell"
+      },
+      {
+        "id": "orderQuantityField",
+        "component": "FormControl",
+        "label": "Quantity",
+        "input": "orderQuantityInput"
+      },
+      {
+        "id": "orderQuantityInput",
+        "component": "Input",
+        "name": "quantity",
+        "placeholder": "Enter quantity",
+        "type": "number"
+      },
+      {
+        "id": "orderButtons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "reviewOrderButton",
+          "clearOrderButton"
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+      },
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+        "component": "Button",
+        "label": "Review Order",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "clearOrderButton",
+        "component": "Button",
+        "label": "Clear",
+        "variant": "tertiary",
+        "size": "medium"
+      },
+      {
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+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
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+          "riskAlert1",
+          "riskAlert2"
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+      },
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+        "component": "CardHeader",
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+        "subtitle": "Monitor before adding exposure"
+      },
+      {
+        "id": "riskAlert1",
+        "component": "Alert",
+        "title": "Technology sector gross exposure: 92%",
+        "description": "$9.2M used of $10.0M sector limit. $800K remaining capacity.",
+        "variant": "warning"
+      },
+      {
+        "id": "riskAlert2",
+        "component": "Alert",
+        "title": "Portfolio VaR: 88%",
+        "description": "$612K used of $700K daily VaR limit. $88K remaining capacity.",
+        "variant": "warning"
+      },
+      {
+        "id": "sectorExposure",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
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+          "sectorHeader",
+          "sectorChart"
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+      },
+      {
+        "id": "sectorHeader",
+        "component": "CardHeader",
+        "title": "Exposure by Sector",
+        "subtitle": "Gross market value"
+      },
+      {
+        "id": "sectorChart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Technology",
+          "Energy",
+          "Financials",
+          "Rates",
+          "FX"
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+          "sectorSeries"
+        ],
+        "variant": "grouped",
+        "xLabel": "Exposure ($M)"
+      },
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+        "id": "sectorSeries",
+        "component": "Series",
+        "category": "Gross Exposure",
+        "values": [
+          9.2,
+          4.8,
+          3.1,
+          2.7,
+          1.9
+        ]
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+        "direction": "row",
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+          "performancePanel",
+          "calendarPanel"
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+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "moversHeader",
+          "moversTabs",
+          "watchlistHeader",
+          "watchlistTable",
+          "headlinesHeader",
+          "headlinesList"
+        ]
+      },
+      {
+        "id": "moversHeader",
+        "component": "CardHeader",
+        "title": "Today's Biggest Movers",
+        "subtitle": "Pre-market percentage change"
+      },
+      {
+        "id": "moversTabs",
+        "component": "Tabs",
+        "items": [
+          "gainersTab",
+          "losersTab"
+        ]
+      },
+      {
+        "id": "gainersTab",
+        "component": "TabItem",
+        "value": "gainers",
+        "trigger": "Gainers",
+        "content": [
+          "gainersTable"
+        ]
+      },
+      {
+        "id": "gainersTable",
+        "component": "Table",
+        "columns": [
+          "gainerTickerCol",
+          "gainerPriceCol",
+          "gainerChangeCol"
+        ]
+      },
+      {
+        "id": "gainerTickerCol",
+        "component": "Col",
+        "label": "Ticker",
+        "data": [
+          "SMCI",
+          "MARA",
+          "COIN"
+        ]
+      },
+      {
+        "id": "gainerPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$48.36",
+          "$19.84",
+          "$281.70"
+        ]
+      },
+      {
+        "id": "gainerChangeCol",
+        "component": "Col",
+        "label": "Change",
+        "data": [
+          "+8.4%",
+          "+6.9%",
+          "+5.7%"
+        ]
+      },
+      {
+        "id": "losersTab",
+        "component": "TabItem",
+        "value": "losers",
+        "trigger": "Losers",
+        "content": [
+          "losersTable"
+        ]
+      },
+      {
+        "id": "losersTable",
+        "component": "Table",
+        "columns": [
+          "loserTickerCol",
+          "loserPriceCol",
+          "loserChangeCol"
+        ]
+      },
+      {
+        "id": "loserTickerCol",
+        "component": "Col",
+        "label": "Ticker",
+        "data": [
+          "BA",
+          "PFE",
+          "RIVN"
+        ]
+      },
+      {
+        "id": "loserPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$176.22",
+          "$26.78",
+          "$12.41"
+        ]
+      },
+      {
+        "id": "loserChangeCol",
+        "component": "Col",
+        "label": "Change",
+        "data": [
+          "-5.8%",
+          "-4.2%",
+          "-3.9%"
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+      },
+      {
+        "id": "watchlistHeader",
+        "component": "CardHeader",
+        "title": "Watchlist",
+        "subtitle": "Instruments being monitored"
+      },
+      {
+        "id": "watchlistTable",
+        "component": "Table",
+        "columns": [
+          "watchTickerCol",
+          "watchNameCol",
+          "watchPriceCol",
+          "watchChangeCol"
+        ]
+      },
+      {
+        "id": "watchTickerCol",
+        "component": "Col",
+        "label": "Ticker",
+        "data": [
+          "SPY",
+          "QQQ",
+          "CL=F",
+          "GC=F",
+          "US10Y"
+        ]
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+      {
+        "id": "watchNameCol",
+        "component": "Col",
+        "label": "Instrument",
+        "data": [
+          "S&P 500 ETF",
+          "Nasdaq 100 ETF",
+          "WTI Crude",
+          "Gold",
+          "US 10Y Yield"
+        ]
+      },
+      {
+        "id": "watchPriceCol",
+        "component": "Col",
+        "label": "Price",
+        "data": [
+          "$538.74",
+          "$476.18",
+          "$78.42",
+          "$2,362.80",
+          "4.24%"
+        ]
+      },
+      {
+        "id": "watchChangeCol",
+        "component": "Col",
+        "label": "Change",
+        "data": [
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+          "+0.48%",
+          "-0.72%",
+          "+0.19%",
+          "+3 bps"
+        ]
+      },
+      {
+        "id": "headlinesHeader",
+        "component": "CardHeader",
+        "title": "Market Headlines",
+        "subtitle": "News flow with desk sentiment"
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+        "id": "headlinesList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "headline1",
+          "headline2",
+          "headline3"
+        ]
+      },
+      {
+        "id": "headline1",
+        "component": "ListItem",
+        "title": "Fed speakers reinforce data-dependent stance ahead of inflation release",
+        "subtitle": "Sentiment: Neutral"
+      },
+      {
+        "id": "headline2",
+        "component": "ListItem",
+        "title": "Semiconductor demand outlook lifts AI infrastructure names",
+        "subtitle": "Sentiment: Bullish"
+      },
+      {
+        "id": "headline3",
+        "component": "ListItem",
+        "title": "Oil retreats as inventory build exceeds expectations",
+        "subtitle": "Sentiment: Bearish"
+      },
+      {
+        "id": "performancePanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "strategyHeader",
+          "strategyTable",
+          "drawdownHeader",
+          "drawdownChart"
+        ]
+      },
+      {
+        "id": "strategyHeader",
+        "component": "CardHeader",
+        "title": "Strategy Returns",
+        "subtitle": "Year to date"
+      },
+      {
+        "id": "strategyTable",
+        "component": "Table",
+        "columns": [
+          "strategyNameCol",
+          "strategyReturnCol",
+          "strategyRiskCol"
+        ]
+      },
+      {
+        "id": "strategyNameCol",
+        "component": "Col",
+        "label": "Strategy",
+        "data": [
+          "Equity Long/Short",
+          "Macro",
+          "Relative Value",
+          "Event Driven"
+        ]
+      },
+      {
+        "id": "strategyReturnCol",
+        "component": "Col",
+        "label": "YTD Return",
+        "data": [
+          "+12.8%",
+          "+7.1%",
+          "+5.4%",
+          "+3.2%"
+        ]
+      },
+      {
+        "id": "strategyRiskCol",
+        "component": "Col",
+        "label": "Risk Budget Used",
+        "data": [
+          "76%",
+          "64%",
+          "58%",
+          "41%"
+        ]
+      },
+      {
+        "id": "drawdownHeader",
+        "component": "CardHeader",
+        "title": "Drawdown",
+        "subtitle": "Trailing 12 months"
+      },
+      {
+        "id": "drawdownChart",
+        "component": "AreaChart",
+        "labels": [
+          "Sep",
+          "Oct",
+          "Nov",
+          "Dec",
+          "Jan",
+          "Feb",
+          "Mar",
+          "Apr",
+          "May",
+          "Jun",
+          "Jul",
+          "Aug"
+        ],
+        "series": [
+          "drawdownSeries"
+        ],
+        "variant": "natural",
+        "xLabel": "Month",
+        "yLabel": "Drawdown (%)"
+      },
+      {
+        "id": "drawdownSeries",
+        "component": "Series",
+        "category": "Portfolio Drawdown",
+        "values": [
+          -1.1,
+          -2.8,
+          -4.6,
+          -3.2,
+          -1.9,
+          -2.4,
+          -0.8,
+          -1.5,
+          -3.7,
+          -2.1,
+          -0.9,
+          -1.3
+        ]
+      },
+      {
+        "id": "calendarPanel",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "calendarHeader",
+          "releasesList",
+          "riskSummary"
+        ]
+      },
+      {
+        "id": "calendarHeader",
+        "component": "CardHeader",
+        "title": "Economic Releases This Week",
+        "subtitle": "Times shown in ET"
+      },
+      {
+        "id": "releasesList",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "release1",
+          "release2",
+          "release3",
+          "release4"
+        ]
+      },
+      {
+        "id": "release1",
+        "component": "ListItem",
+        "title": "Tuesday · 08:30 — CPI inflation",
+        "subtitle": "Consensus: 0.3% MoM · Prior: 0.2%"
+      },
+      {
+        "id": "release2",
+        "component": "ListItem",
+        "title": "Wednesday · 14:00 — FOMC minutes",
+        "subtitle": "Focus: balance-sheet and rate-path guidance"
+      },
+      {
+        "id": "release3",
+        "component": "ListItem",
+        "title": "Thursday · 08:30 — Initial jobless claims",
+        "subtitle": "Consensus: 225K · Prior: 231K"
+      },
+      {
+        "id": "release4",
+        "component": "ListItem",
+        "title": "Friday · 10:00 — Consumer sentiment",
+        "subtitle": "Consensus: 68.4 · Prior: 67.9"
+      },
+      {
+        "id": "riskSummary",
+        "component": "Callout",
+        "variant": "info",
+        "title": "Morning risk check complete",
+        "description": "Focus on technology concentration and VaR capacity before increasing gross exposure."
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r4.txt
new file mode 100644
index 000000000..ed35aadef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-fund__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"trading-desk-morning","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#2563EB","agentDisplayName":"Trading Desk"}}}
+</a2ui-json>
+
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r1.txt
new file mode 100644
index 000000000..d1cdd368f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r2.txt
new file mode 100644
index 000000000..8f3c6e323
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"live-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Live Ops Command"}}}
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+<a2ui-json>
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content"},{"id":"events-table","component":"Table","columns":["event-col","event-status-col","event-window-col","event-engagement-col"]},{"id":"event-col","component":"Col","label":"Event","data":["Neon Rift Season Launch","Double XP Weekend","Guild Wars: Ember Crown","Summer Store Refresh"],"type":"string"},{"id":"event-status-col","component":"Col","label":"Status","data":["Running","Running","Upcoming","Upcoming"],"type":"string"},{"id":"event-window-col","component":"Col","label":"Window","data":["Ends Aug 28, 09:00 UTC","Ends Aug 19, 09:00 UTC","Starts Aug 20, 17:00 UTC","Starts Aug 22, 16:00 UTC"],"type":"string"},{"id":"event-engagement-col","component":"Col","label":"Engagement","data":["68.4%","42.7%","—","—"],"type":"string"},{"id":"moderation-row","component":"Card","variant":"clear","direction":"row","gap":"m","children":["reports-card","appeals-card"]},{"id":"reports-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["reports-header","reports-count","reports-progress","reports-button"],"weight":1},{"id":"reports-header","component":"CardHeader","title":"Player reports","subtitle":"Awaiting review"},{"id":"reports-count","component":"Heading","text":"327","level":"h2"},{"id":"reports-progress","component":"Progress","value":64,"label":"64% reviewed within SLA"},{"id":"reports-button","component":"Button","label":"Open report queue","variant":"secondary","size":"medium"},{"id":"appeals-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["appeals-header","appeals-count","appeals-callout","appeals-button"],"weight":1},{"id":"appeals-header","component":"CardHeader","title":"Ban appeals","subtitle":"Awaiting review"},{"id":"appeals-count","component":"Heading","text":"84","level":"h2"},{"id":"appeals-callout","component":"Callout","variant":"warning","title":"12 appeals near SLA","description":"These appeals have been waiting more than 20 hours."},{"id":"appeals-button","component":"Button","label":"Review ban appeals","variant":"secondary","size":"medium"},{"id":"economy-experiments-row","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["inflation-card","experiments-card"]},{"id":"inflation-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["inflation-header","inflation-chart","inflation-note"],"weight":1},{"id":"inflation-header","component":"CardHeader","title":"In-game currency inflation","subtitle":"Gold supply index — 30-day baseline = 100"},{"id":"inflation-chart","component":"LineChart","labels":["Week 1","Week 2","Week 3","Week 4","Today"],"series":["inflation-series"],"variant":"linear","yLabel":"Index"},{"id":"inflation-series","component":"Series","category":"Gold supply index","values":[100,101.8,103.6,106.9,108.4]},{"id":"inflation-note","component":"Alert","title":"Inflation is elevated","description":"Gold supply is 8.4% above the monthly baseline.","variant":"warning"},{"id":"experiments-card","component":"Card","variant":"card","direction":"column","gap":"s","children":["experiments-header","experiments-table","experiment-note"],"weight":1},{"id":"experiments-header","component":"CardHeader","title":"Running experiments","subtitle":"Current results"},{"id":"experiments-table","component":"Table","columns":["experiment-col","metric-col","control-col","variant-col","result-col"]},{"id":"experiment-col","component":"Col","label":"Experiment","data":["Starter Bundle Price","Matchmaking Warmup"],"type":"string"},{"id":"metric-col","component":"Col","label":"Primary metric","data":["Purchase conversion","Day-1 retention"],"type":"string"},{"id":"control-col","component":"Col","label":"Control","data":["4.8%","41.2%"],"type":"string"},{"id":"variant-col","component":"Col","label":"Variant","data":["5.5%","43.0%"],"type":"string"},{"id":"result-col","component":"Col","label":"Result","data":["▲ +14.6%","▲ +1.8 pts"],"type":"string"},{"id":"experiment-note","component":"Tag","text":"Both experiments are statistically significant","variant":"success","size":"sm"},{"id":"actions-row","component":"Card","variant":"card","direction":"row","gap":"m","align":"center","justify":"between","children":["actions-copy","actions-buttons"]},{"id":"actions-copy","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["actions-title","actions-subtitle"]},{"id":"actions-title","component":"Heading","text":"Release controls","level":"h3"},{"id":"actions-subtitle","component":"TextContent","text":"Prepare player communication or respond to an active incident.","size":"small"},{"id":"actions-buttons","component":"Buttons","direction":"row","buttons":["draft-notes-button","ship-hotfix-button"]},{"id":"draft-notes-button","component":"DialogBlock","triggerLabel":"Draft patch notes","title":"Draft patch notes","description":"Create a player-facing summary for the next release.","triggerVariant":"secondary","content":["patch-notes-form"]},{"id":"patch-notes-form","component":"Form","name":"patchNotes","fields":["patch-version-control","patch-summary-control"],"buttons":"patch-form-buttons"},{"id":"patch-version-control","component":"FormControl","label":"Patch version","input":"patch-version-input"},{"id":"patch-version-input","component":"Input","name":"patchVersion","placeholder":"e.g. 4.12.1","type":"text"},{"id":"patch-summary-control","component":"FormControl","label":"Patch notes","input":"patch-summary-input"},{"id":"patch-summary-input","component":"TextArea","name":"patchSummary","placeholder":"Summarize fixes, balance changes, and known issues…","rows":8},{"id":"patch-form-buttons","component":"Buttons","direction":"row","buttons":["save-draft-button","publish-notes-button"]},{"id":"save-draft-button","component":"Button","label":"Save draft","variant":"secondary","size":"medium"},{"id":"publish-notes-button","component":"Button","label":"Publish notes","variant":"primary","size":"medium"},{"id":"ship-hotfix-button","component":"AlertDialogBlock","triggerLabel":"Ship hotfix","title":"Ship hotfix to production?","description":"This will begin a staged production rollout and notify on-call staff.","confirmLabel":"Start rollout","cancelLabel":"Cancel","triggerVariant":"destructive"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r3.txt
new file mode 100644
index 000000000..f90c369c2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r3.txt
@@ -0,0 +1,972 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "live-ops-command-center",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#7C3AED",
+      "agentDisplayName": "Live Ops Command Center"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "live-ops-command-center",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "incident-callout",
+          "kpi-row",
+          "trend-and-commerce",
+          "operations-row",
+          "quality-and-economy",
+          "experiments-and-workflow"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "children": [
+          "title-stack",
+          "header-actions"
+        ]
+      },
+      {
+        "id": "title-stack",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "page-title",
+          "page-subtitle"
+        ]
+      },
+      {
+        "id": "page-title",
+        "component": "Heading",
+        "text": "Live Ops Room",
+        "level": "h1"
+      },
+      {
+        "id": "page-subtitle",
+        "component": "TextContent",
+        "text": "Realtime game health, player operations, economy, and release controls • Updated just now",
+        "size": "small"
+      },
+      {
+        "id": "header-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "focus-region-button",
+          "ship-hotfix-button"
+        ]
+      },
+      {
+        "id": "focus-region-button",
+        "component": "DrawerBlock",
+        "triggerLabel": "Focus a region",
+        "title": "Regional Operations Focus",
+        "description": "Select a region to prioritize in the live-ops view.",
+        "content": [
+          "region-focus-copy",
+          "region-focus-options"
+        ]
+      },
+      {
+        "id": "region-focus-copy",
+        "component": "TextContent",
+        "text": "Choose the server region you want to monitor closely. This is useful during incidents, launches, and event peaks."
+      },
+      {
+        "id": "region-focus-options",
+        "component": "RadioGroup",
+        "name": "focused-region",
+        "defaultValue": "global",
+        "items": [
+          "focus-global",
+          "focus-na",
+          "focus-eu",
+          "focus-apac",
+          "focus-sa"
+        ]
+      },
+      {
+        "id": "focus-global",
+        "component": "RadioItem",
+        "label": "Global",
+        "description": "All regions combined",
+        "value": "global"
+      },
+      {
+        "id": "focus-na",
+        "component": "RadioItem",
+        "label": "North America",
+        "description": "US and Canada clusters",
+        "value": "na"
+      },
+      {
+        "id": "focus-eu",
+        "component": "RadioItem",
+        "label": "Europe",
+        "description": "EU West and EU Central clusters",
+        "value": "eu"
+      },
+      {
+        "id": "focus-apac",
+        "component": "RadioItem",
+        "label": "Asia Pacific",
+        "description": "Japan, Korea, and Singapore clusters",
+        "value": "apac"
+      },
+      {
+        "id": "focus-sa",
+        "component": "RadioItem",
+        "label": "South America",
+        "description": "Brazil cluster",
+        "value": "sa"
+      },
+      {
+        "id": "ship-hotfix-button",
+        "component": "AlertDialogBlock",
+        "triggerLabel": "Ship hotfix",
+        "title": "Deploy emergency hotfix?",
+        "description": "This begins a staged deployment to 10% of players, with automatic rollback if crash rate or latency thresholds are exceeded.",
+        "confirmLabel": "Start staged rollout",
+        "cancelLabel": "Cancel",
+        "triggerVariant": "destructive"
+      },
+      {
+        "id": "incident-callout",
+        "component": "Callout",
+        "variant": "warning",
+        "title": "APAC latency elevated",
+        "description": "Median matchmaking latency is 18% above baseline in APAC. No player-impacting outage detected."
+      },
+      {
+        "id": "kpi-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "wrap": true,
+        "children": [
+          "online-kpi",
+          "active-kpi",
+          "revenue-kpi",
+          "rpu-kpi"
+        ]
+      },
+      {
+        "id": "online-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "online-label",
+          "online-value",
+          "online-status"
+        ]
+      },
+      {
+        "id": "online-label",
+        "component": "TextContent",
+        "text": "Players online now",
+        "size": "small"
+      },
+      {
+        "id": "online-value",
+        "component": "Heading",
+        "text": "184,260",
+        "level": "h2"
+      },
+      {
+        "id": "online-status",
+        "component": "Tag",
+        "text": "+6.8% vs. last hour",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "active-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "active-label",
+          "dau-value",
+          "mau-value"
+        ]
+      },
+      {
+        "id": "active-label",
+        "component": "TextContent",
+        "text": "Active players",
+        "size": "small"
+      },
+      {
+        "id": "dau-value",
+        "component": "TextContent",
+        "text": "DAU  •  1.42M",
+        "size": "large-heavy"
+      },
+      {
+        "id": "mau-value",
+        "component": "TextContent",
+        "text": "MAU  •  12.8M",
+        "size": "default"
+      },
+      {
+        "id": "revenue-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "revenue-label",
+          "revenue-value",
+          "revenue-status"
+        ]
+      },
+      {
+        "id": "revenue-label",
+        "component": "TextContent",
+        "text": "Revenue today",
+        "size": "small"
+      },
+      {
+        "id": "revenue-value",
+        "component": "Heading",
+        "text": "$428,760",
+        "level": "h2"
+      },
+      {
+        "id": "revenue-status",
+        "component": "Tag",
+        "text": "+11.2% vs. daily baseline",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "rpu-kpi",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "rpu-label",
+          "rpu-value",
+          "rpu-detail"
+        ]
+      },
+      {
+        "id": "rpu-label",
+        "component": "TextContent",
+        "text": "Revenue per user",
+        "size": "small"
+      },
+      {
+        "id": "rpu-value",
+        "component": "Heading",
+        "text": "$0.30",
+        "level": "h2"
+      },
+      {
+        "id": "rpu-detail",
+        "component": "TextContent",
+        "text": "Per daily active player • +3.1%",
+        "size": "small"
+      },
+      {
+        "id": "trend-and-commerce",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "session-card",
+          "best-sellers-card"
+        ]
+      },
+      {
+        "id": "session-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "session-header",
+          "session-chart",
+          "session-note"
+        ]
+      },
+      {
+        "id": "session-header",
+        "component": "CardHeader",
+        "title": "Session length",
+        "subtitle": "Average minutes per session • Past 14 days"
+      },
+      {
+        "id": "session-chart",
+        "component": "LineChart",
+        "labels": [
+          "Aug 5",
+          "Aug 6",
+          "Aug 7",
+          "Aug 8",
+          "Aug 9",
+          "Aug 10",
+          "Aug 11",
+          "Aug 12",
+          "Aug 13",
+          "Aug 14",
+          "Aug 15",
+          "Aug 16",
+          "Aug 17",
+          "Today"
+        ],
+        "series": [
+          "session-series"
+        ],
+        "variant": "natural",
+        "yLabel": "Minutes"
+      },
+      {
+        "id": "session-series",
+        "component": "Series",
+        "category": "Average session length",
+        "values": [
+          31.4,
+          31.8,
+          32.1,
+          31.7,
+          32.5,
+          33.2,
+          32.9,
+          33.6,
+          34.1,
+          33.8,
+          34.5,
+          35.0,
+          34.7,
+          35.2
+        ]
+      },
+      {
+        "id": "session-note",
+        "component": "TextContent",
+        "text": "35.2 min today • +2.4 min versus the prior two-week average",
+        "size": "small"
+      },
+      {
+        "id": "best-sellers-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "best-sellers-header",
+          "best-sellers-table"
+        ]
+      },
+      {
+        "id": "best-sellers-header",
+        "component": "CardHeader",
+        "title": "Best-selling items",
+        "subtitle": "Units sold today"
+      },
+      {
+        "id": "best-sellers-table",
+        "component": "Table",
+        "columns": [
+          "item-col",
+          "units-col",
+          "sales-col"
+        ]
+      },
+      {
+        "id": "item-col",
+        "component": "Col",
+        "label": "Item",
+        "data": [
+          "Neon Ronin Bundle",
+          "Season Pass Premium",
+          "Voidrunner Skin",
+          "1,200 Gem Pack",
+          "Battle Boost x10"
+        ]
+      },
+      {
+        "id": "units-col",
+        "component": "Col",
+        "label": "Units",
+        "type": "number",
+        "data": [
+          18420,
+          12680,
+          9410,
+          8130,
+          6970
+        ]
+      },
+      {
+        "id": "sales-col",
+        "component": "Col",
+        "label": "Gross sales",
+        "data": [
+          "$147.4K",
+          "$101.4K",
+          "$75.3K",
+          "$40.7K",
+          "$27.9K"
+        ]
+      },
+      {
+        "id": "operations-row",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "regions-card",
+          "events-card",
+          "review-queue-card"
+        ]
+      },
+      {
+        "id": "regions-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "regions-header",
+          "regions-list"
+        ]
+      },
+      {
+        "id": "regions-header",
+        "component": "CardHeader",
+        "title": "Server regions",
+        "subtitle": "Current health and player load"
+      },
+      {
+        "id": "regions-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "region-na",
+          "region-eu",
+          "region-apac",
+          "region-sa"
+        ]
+      },
+      {
+        "id": "region-na",
+        "component": "ListItem",
+        "title": "North America • Healthy",
+        "subtitle": "72,180 online • 42 ms median latency • 99.99% uptime"
+      },
+      {
+        "id": "region-eu",
+        "component": "ListItem",
+        "title": "Europe • Healthy",
+        "subtitle": "51,940 online • 49 ms median latency • 99.98% uptime"
+      },
+      {
+        "id": "region-apac",
+        "component": "ListItem",
+        "title": "Asia Pacific • Degraded",
+        "subtitle": "44,610 online • 86 ms median latency • 99.91% uptime"
+      },
+      {
+        "id": "region-sa",
+        "component": "ListItem",
+        "title": "South America • Healthy",
+        "subtitle": "15,530 online • 67 ms median latency • 99.97% uptime"
+      },
+      {
+        "id": "events-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "events-header",
+          "events-tabs"
+        ]
+      },
+      {
+        "id": "events-header",
+        "component": "CardHeader",
+        "title": "Live events",
+        "subtitle": "Running now and scheduled next"
+      },
+      {
+        "id": "events-tabs",
+        "component": "Tabs",
+        "items": [
+          "running-events-tab",
+          "upcoming-events-tab"
+        ]
+      },
+      {
+        "id": "running-events-tab",
+        "component": "TabItem",
+        "value": "running",
+        "trigger": "Running (2)",
+        "content": [
+          "running-events-list"
+        ]
+      },
+      {
+        "id": "running-events-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event-skyfall",
+          "event-double-xp"
+        ]
+      },
+      {
+        "id": "event-skyfall",
+        "component": "ListItem",
+        "title": "Skyfall Invasion",
+        "subtitle": "Ends in 18h 24m • 412K participants • Completion rate 63%"
+      },
+      {
+        "id": "event-double-xp",
+        "component": "ListItem",
+        "title": "Double XP Weekend",
+        "subtitle": "Ends in 1d 6h • 1.08M participants • Engagement +14%"
+      },
+      {
+        "id": "upcoming-events-tab",
+        "component": "TabItem",
+        "value": "upcoming",
+        "trigger": "Upcoming (2)",
+        "content": [
+          "upcoming-events-list"
+        ]
+      },
+      {
+        "id": "upcoming-events-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event-arena",
+          "event-harvest"
+        ]
+      },
+      {
+        "id": "event-arena",
+        "component": "ListItem",
+        "title": "Arena Clash",
+        "subtitle": "Starts Aug 21 • Ranked PvP event • 7-day duration"
+      },
+      {
+        "id": "event-harvest",
+        "component": "ListItem",
+        "title": "Moon Harvest",
+        "subtitle": "Starts Aug 25 • Community collection event • 10-day duration"
+      },
+      {
+        "id": "review-queue-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "review-header",
+          "reports-queue",
+          "appeals-queue"
+        ]
+      },
+      {
+        "id": "review-header",
+        "component": "CardHeader",
+        "title": "Trust & safety queue",
+        "subtitle": "Items awaiting moderator review"
+      },
+      {
+        "id": "reports-queue",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "reports-title",
+          "reports-value",
+          "reports-detail"
+        ]
+      },
+      {
+        "id": "reports-title",
+        "component": "TextContent",
+        "text": "Player reports awaiting review",
+        "size": "small"
+      },
+      {
+        "id": "reports-value",
+        "component": "Heading",
+        "text": "286",
+        "level": "h2"
+      },
+      {
+        "id": "reports-detail",
+        "component": "TextContent",
+        "text": "34 high priority • Oldest report: 41 minutes",
+        "size": "small"
+      },
+      {
+        "id": "appeals-queue",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "appeals-title",
+          "appeals-value",
+          "appeals-detail"
+        ]
+      },
+      {
+        "id": "appeals-title",
+        "component": "TextContent",
+        "text": "Ban appeals awaiting review",
+        "size": "small"
+      },
+      {
+        "id": "appeals-value",
+        "component": "Heading",
+        "text": "74",
+        "level": "h2"
+      },
+      {
+        "id": "appeals-detail",
+        "component": "TextContent",
+        "text": "12 due within SLA • Oldest appeal: 19 hours",
+        "size": "small"
+      },
+      {
+        "id": "quality-and-economy",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "crash-card",
+          "inflation-card"
+        ]
+      },
+      {
+        "id": "crash-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "crash-header",
+          "crash-chart",
+          "crash-note"
+        ]
+      },
+      {
+        "id": "crash-header",
+        "component": "CardHeader",
+        "title": "Crash rate by app version",
+        "subtitle": "Crashes per 1,000 sessions • Last 24 hours"
+      },
+      {
+        "id": "crash-chart",
+        "component": "BarChart",
+        "labels": [
+          "3.14.2",
+          "3.14.1",
+          "3.13.8",
+          "3.13.7",
+          "3.12.9"
+        ],
+        "series": [
+          "crash-series"
+        ],
+        "variant": "grouped",
+        "yLabel": "Crashes / 1K sessions"
+      },
+      {
+        "id": "crash-series",
+        "component": "Series",
+        "category": "Crash rate",
+        "values": [
+          1.8,
+          1.1,
+          0.9,
+          0.8,
+          0.7
+        ]
+      },
+      {
+        "id": "crash-note",
+        "component": "Alert",
+        "title": "Version 3.14.2 is above guardrail",
+        "description": "Crash rate is 1.8 per 1,000 sessions; investigate before expanding rollout.",
+        "variant": "warning"
+      },
+      {
+        "id": "inflation-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "inflation-header",
+          "inflation-chart",
+          "inflation-summary"
+        ]
+      },
+      {
+        "id": "inflation-header",
+        "component": "CardHeader",
+        "title": "In-game currency inflation",
+        "subtitle": "Net currency supply change by currency • 7 days"
+      },
+      {
+        "id": "inflation-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Gold",
+          "Gems",
+          "Arena Tokens",
+          "Crafting Shards"
+        ],
+        "series": [
+          "inflation-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Net supply change"
+      },
+      {
+        "id": "inflation-series",
+        "component": "Series",
+        "category": "Weekly inflation",
+        "values": [
+          4.8,
+          0.6,
+          2.1,
+          -1.3
+        ]
+      },
+      {
+        "id": "inflation-summary",
+        "component": "TextCallout",
+        "variant": "warning",
+        "title": "Gold supply is rising",
+        "description": "Gold supply increased 4.8% this week, primarily from Skyfall reward chests. Watch auction-house pricing."
+      },
+      {
+        "id": "experiments-and-workflow",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "experiments-card",
+          "patch-notes-card"
+        ]
+      },
+      {
+        "id": "experiments-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "experiments-header",
+          "experiment-one",
+          "experiment-two"
+        ]
+      },
+      {
+        "id": "experiments-header",
+        "component": "CardHeader",
+        "title": "Running experiments",
+        "subtitle": "Live A/B test results"
+      },
+      {
+        "id": "experiment-one",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "experiment-one-title",
+          "experiment-one-progress",
+          "experiment-one-result"
+        ]
+      },
+      {
+        "id": "experiment-one-title",
+        "component": "TextContent",
+        "text": "Onboarding reward choice",
+        "size": "large-heavy"
+      },
+      {
+        "id": "experiment-one-progress",
+        "component": "Progress",
+        "value": 68,
+        "label": "68% of target sample collected"
+      },
+      {
+        "id": "experiment-one-result",
+        "component": "TextContent",
+        "text": "Variant B: +4.6% day-1 retention, +1.2% tutorial completion • Confidence: 94%",
+        "size": "small"
+      },
+      {
+        "id": "experiment-two",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "experiment-two-title",
+          "experiment-two-progress",
+          "experiment-two-result"
+        ]
+      },
+      {
+        "id": "experiment-two-title",
+        "component": "TextContent",
+        "text": "Store bundle price test",
+        "size": "large-heavy"
+      },
+      {
+        "id": "experiment-two-progress",
+        "component": "Progress",
+        "value": 82,
+        "label": "82% of target sample collected"
+      },
+      {
+        "id": "experiment-two-result",
+        "component": "TextContent",
+        "text": "Variant B: +7.9% conversion, −2.3% average order value, net revenue +5.4% • Confidence: 97%",
+        "size": "small"
+      },
+      {
+        "id": "patch-notes-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "s",
+        "children": [
+          "patch-header",
+          "patch-form"
+        ]
+      },
+      {
+        "id": "patch-header",
+        "component": "CardHeader",
+        "title": "Draft patch notes",
+        "subtitle": "Prepare player-facing notes for the next release"
+      },
+      {
+        "id": "patch-form",
+        "component": "Form",
+        "name": "patch-notes-draft",
+        "fields": [
+          "patch-version-control",
+          "patch-title-control",
+          "patch-notes-control"
+        ],
+        "buttons": "patch-buttons"
+      },
+      {
+        "id": "patch-version-control",
+        "component": "FormControl",
+        "label": "Patch version",
+        "input": "patch-version-input",
+        "hint": "Example: 3.14.3"
+      },
+      {
+        "id": "patch-version-input",
+        "component": "Input",
+        "name": "patch-version",
+        "placeholder": "3.14.3",
+        "type": "text"
+      },
+      {
+        "id": "patch-title-control",
+        "component": "FormControl",
+        "label": "Patch title",
+        "input": "patch-title-input"
+      },
+      {
+        "id": "patch-title-input",
+        "component": "Input",
+        "name": "patch-title",
+        "placeholder": "Skyfall stability update",
+        "type": "text"
+      },
+      {
+        "id": "patch-notes-control",
+        "component": "FormControl",
+        "label": "Player-facing notes",
+        "input": "patch-notes-input",
+        "hint": "Use concise bullets for fixes, balance changes, and known issues."
+      },
+      {
+        "id": "patch-notes-input",
+        "component": "TextArea",
+        "name": "patch-notes",
+        "placeholder": "• Improved matchmaking stability in APAC\n• Fixed an issue with Skyfall reward chests\n• Adjusted Arena token rewards",
+        "rows": 7
+      },
+      {
+        "id": "patch-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "save-draft-button",
+          "preview-notes-button"
+        ]
+      },
+      {
+        "id": "save-draft-button",
+        "component": "Button",
+        "label": "Save draft",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "preview-notes-button",
+        "component": "Button",
+        "label": "Preview",
+        "variant": "secondary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r4.txt
new file mode 100644
index 000000000..fdc24e864
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-game__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"live-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Live Ops Command"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"live-ops-room","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","criticalActions","kpiSection","trendSection","operationsSection","reviewSection","economyExperimentSection","toolsSection"]},{"id":"header","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","gap":"m","children":["headerTitle","headerStatus"]},{"id":"headerTitle","component":"CardHeader","title":"Live Ops Room","subtitle":"Global game health, economy, events, and player safety — updated live"},{"id":"headerStatus","component":"Tag","text":"All systems monitored","variant":"success","size":"md"},{"id":"criticalActions","component":"Card","variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","children":["incidentText","focusRegionButton","hotfixButton"]},{"id":"incidentText","component":"TextContent","text":"Command controls: focus a region for incident response or ship an emergency hotfix.","size":"small"},{"id":"focusRegionButton","component":"Button","label":"Focus a region","variant":"secondary","size":"medium"},{"id":"hotfixButton","component":"Button","label":"Ship hotfix","variant":"primary","size":"medium"},{"id":"kpiSection","component":"Card","variant":"clear","direction":"column","gap":"s","children":["kpiHeading","kpiCards"]},{"id":"kpiHeading","component":"Heading","text":"Live player & revenue pulse","level":"h2"},{"id":"kpiCards","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["onlineKpi","dauKpi","mauKpi","revenueKpi","rpuKpi"]},{"id":"onlineKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["onlineLabel","onlineValue","onlineDelta"],"weight":1},{"id":"onlineLabel","component":"TextContent","text":"Players online now","size":"small"},{"id":"onlineValue","component":"TextContent","text":"184,260","size":"large-heavy"},{"id":"onlineDelta","component":"Tag","text":"↑ 8.4% vs last hour","variant":"success","size":"sm"},{"id":"dauKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["dauLabel","dauValue","dauDelta"],"weight":1},{"id":"dauLabel","component":"TextContent","text":"Daily active players","size":"small"},{"id":"dauValue","component":"TextContent","text":"1.82M","size":"large-heavy"},{"id":"dauDelta","component":"Tag","text":"↑ 3.1% vs yesterday","variant":"success","size":"sm"},{"id":"mauKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["mauLabel","mauValue","mauDelta"],"weight":1},{"id":"mauLabel","component":"TextContent","text":"Monthly active players","size":"small"},{"id":"mauValue","component":"TextContent","text":"14.6M","size":"large-heavy"},{"id":"mauDelta","component":"Tag","text":"↑ 5.7% vs last month","variant":"success","size":"sm"},{"id":"revenueKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenueLabel","revenueValue","revenueDelta"],"weight":1},{"id":"revenueLabel","component":"TextContent","text":"Revenue today","size":"small"},{"id":"revenueValue","component":"TextContent","text":"$428,950","size":"large-heavy"},{"id":"revenueDelta","component":"Tag","text":"↑ 11.2% vs avg.","variant":"success","size":"sm"},{"id":"rpuKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["rpuLabel","rpuValue","rpuDelta"],"weight":1},{"id":"rpuLabel","component":"TextContent","text":"Revenue per user","size":"small"},{"id":"rpuValue","component":"TextContent","text":"$0.24","size":"large-heavy"},{"id":"rpuDelta","component":"Tag","text":"↑ 2.6% vs yesterday","variant":"success","size":"sm"},{"id":"trendSection","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["sessionCard","salesCard"]},{"id":"sessionCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["sessionHeader","sessionChart","sessionNote"],"weight":2},{"id":"sessionHeader","component":"CardHeader","title":"Session length","subtitle":"Past 14 days · average minutes per session"},{"id":"sessionChart","component":"LineChart","labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Today"],"series":["sessionSeries"],"variant":"natural","xLabel":"Date","yLabel":"Minutes"},{"id":"sessionSeries","component":"Series","category":"Avg. session length","values":[31.4,32.1,31.8,33.2,34.0,33.7,34.5,35.1,34.8,35.6,36.2,35.9,36.8,37.1]},{"id":"sessionNote","component":"Tag","text":"14-day high today: 37.1 min","variant":"success","size":"sm"},{"id":"salesCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["salesHeader","salesTable"],"weight":1},{"id":"salesHeader","component":"CardHeader","title":"Best-selling items","subtitle":"Units sold today"},{"id":"salesTable","component":"Table","columns":["itemCol","unitsCol","grossCol"]},{"id":"itemCol","component":"Col","label":"Item","data":["Neon Ronin Bundle","Battle Pass: Season 9","Mythic Skin: Starfall","2,800 Gem Pack","Emote: Victory Lap"],"type":"string"},{"id":"unitsCol","component":"Col","label":"Units","data":["18,420","14,860","9,740","8,310","7,920"],"type":"number"},{"id":"grossCol","component":"Col","label":"Gross revenue","data":["$184.2K","$148.6K","$77.9K","$66.5K","$23.8K"],"type":"number"},{"id":"operationsSection","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["regionCard","crashCard","eventsCard"]},{"id":"regionCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["regionHeader","regionTable","regionAction"],"weight":2},{"id":"regionHeader","component":"CardHeader","title":"Server regions","subtitle":"Current health and player load"},{"id":"regionTable","component":"Table","columns":["regionCol","healthCol","loadCol","latencyCol"]},{"id":"regionCol","component":"Col","label":"Region","data":["US East","US West","Europe","Asia Pacific","South America"],"type":"string"},{"id":"healthCol","component":"Col","label":"Health","data":["Healthy","Healthy","Degraded","Healthy","Healthy"],"type":"string"},{"id":"loadCol","component":"Col","label":"Load","data":["72%","64%","88%","69%","57%"],"type":"string"},{"id":"latencyCol","component":"Col","label":"p95 latency","data":["48 ms","55 ms","112 ms","62 ms","78 ms"],"type":"string"},{"id":"regionAction","component":"Button","label":"Focus Europe incident view","variant":"secondary","size":"small"},{"id":"crashCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["crashHeader","crashChart","crashAlert"],"weight":1},{"id":"crashHeader","component":"CardHeader","title":"Crash rate by app version","subtitle":"Last 60 minutes"},{"id":"crashChart","component":"BarChart","labels":["3.14.2","3.14.1","3.14.0","3.13.8"],"series":["crashSeries"],"variant":"grouped","xLabel":"App version","yLabel":"Crash rate (%)"},{"id":"crashSeries","component":"Series","category":"Crash rate","values":[0.18,0.31,0.84,0.22]},{"id":"crashAlert","component":"Alert","title":"Investigate v3.14.0","description":"Crash rate is above the 0.50% action threshold.","variant":"warning"},{"id":"eventsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["eventsHeader","eventsList"],"weight":1},{"id":"eventsHeader","component":"CardHeader","title":"Live events","subtitle":"Running and upcoming"},{"id":"eventsList","component":"ListBlock","variant":"number","items":["event1","event2","event3","event4"]},{"id":"event1","component":"ListItem","title":"Neon Nights","subtitle":"Running · ends in 2d 6h · 412K participants"},{"id":"event2","component":"ListItem","title":"Double XP Weekend","subtitle":"Running · ends in 18h · 1.08M participants"},{"id":"event3","component":"ListItem","title":"Guild Clash","subtitle":"Upcoming · starts tomorrow at 16:00 UTC"},{"id":"event4","component":"ListItem","title":"Harvest Hunt","subtitle":"Upcoming · starts Aug 23 at 09:00 UTC"},{"id":"reviewSection","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["reportsCard","appealsCard"]},{"id":"reportsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["reportsHeader","reportsValue","reportsProgress","reportsButton"],"weight":1},{"id":"reportsHeader","component":"CardHeader","title":"Player reports awaiting review","subtitle":"Safety queue"},{"id":"reportsValue","component":"TextContent","text":"1,284 open reports","size":"large-heavy"},{"id":"reportsProgress","component":"Progress","value":61,"label":"61% within 24-hour review SLA"},{"id":"reportsButton","component":"Button","label":"Open reports queue","variant":"secondary","size":"medium"},{"id":"appealsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["appealsHeader","appealsValue","appealsProgress","appealsButton"],"weight":1},{"id":"appealsHeader","component":"CardHeader","title":"Ban appeals awaiting review","subtitle":"Trust & safety queue"},{"id":"appealsValue","component":"TextContent","text":"173 pending appeals","size":"large-heavy"},{"id":"appealsProgress","component":"Progress","value":84,"label":"84% within 48-hour appeal SLA"},{"id":"appealsButton","component":"Button","label":"Review ban appeals","variant":"secondary","size":"medium"},{"id":"economyExperimentSection","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["inflationCard","experimentsCard"]},{"id":"inflationCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["inflationHeader","inflationChart","inflationCallout"],"weight":1},{"id":"inflationHeader","component":"CardHeader","title":"In-game currency inflation","subtitle":"Gold supply index · last 30 days"},{"id":"inflationChart","component":"AreaChart","labels":["Jul 20","Jul 24","Jul 28","Aug 1","Aug 5","Aug 9","Aug 13","Today"],"series":["inflationSeries"],"variant":"natural","xLabel":"Date","yLabel":"Index (100 = baseline)"},{"id":"inflationSeries","component":"Series","category":"Gold supply index","values":[100,101.2,102.8,104.1,105.6,107.4,109.8,111.3]},{"id":"inflationCallout","component":"Callout","variant":"warning","title":"Inflation is accelerating","description":"Gold supply is 11.3% above the seasonal baseline. Review reward sinks before the next event."},{"id":"experimentsCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["experimentsHeader","experimentTable","experimentNote"],"weight":1},{"id":"experimentsHeader","component":"CardHeader","title":"Running experiments","subtitle":"Decision metrics and current results"},{"id":"experimentTable","component":"Table","columns":["experimentCol","statusCol","resultCol","confidenceCol"]},{"id":"experimentCol","component":"Col","label":"Experiment","data":["Storefront bundle pricing","New-player tutorial v2"],"type":"string"},{"id":"statusCol","component":"Col","label":"Status","data":["Running · 50/50 split","Running · 50/50 split"],"type":"string"},{"id":"resultCol","component":"Col","label":"Primary result","data":["+4.8% ARPPU","−9.6% day-1 churn"],"type":"string"},{"id":"confidenceCol","component":"Col","label":"Confidence","data":["94%","98%"],"type":"string"},{"id":"experimentNote","component":"Tag","text":"Tutorial v2 is ready for rollout review","variant":"success","size":"sm"},{"id":"toolsSection","component":"Card","variant":"card","direction":"row","gap":"m","wrap":true,"children":["patchNotesTool","hotfixTool"]},{"id":"patchNotesTool","component":"Card","variant":"clear","direction":"column","gap":"s","children":["patchHeader","patchForm"],"weight":2},{"id":"patchHeader","component":"CardHeader","title":"Draft patch notes","subtitle":"Prepare player-facing release notes for the next deployment"},{"id":"patchForm","component":"Form","name":"patch-notes-draft","fields":["patchTitleControl","patchBodyControl","patchAudienceControl"],"buttons":"patchButtons"},{"id":"patchTitleControl","component":"FormControl","label":"Patch title","hint":"Example: v3.14.3 Hotfix","input":"patchTitleInput"},{"id":"patchTitleInput","component":"Input","name":"patchTitle","placeholder":"Enter patch title","type":"text"},{"id":"patchBodyControl","component":"FormControl","label":"Patch notes","hint":"Use concise player-facing language.","input":"patchBodyInput"},{"id":"patchBodyInput","component":"TextArea","name":"patchNotes","placeholder":"Describe fixes, balance changes, and known issues…","rows":5},{"id":"patchAudienceControl","component":"FormControl","label":"Audience","input":"patchAudienceSelect"},{"id":"patchAudienceSelect","component":"Select","name":"audience","placeholder":"Choose audience","items":["audienceAll","audiencePc","audienceConsole","audienceMobile"]},{"id":"audienceAll","component":"SelectItem","value":"all","label":"All players"},{"id":"audiencePc","component":"SelectItem","value":"pc","label":"PC"},{"id":"audienceConsole","component":"SelectItem","value":"console","label":"Console"},{"id":"audienceMobile","component":"SelectItem","value":"mobile","label":"Mobile"},{"id":"patchButtons","component":"Buttons","direction":"row","buttons":["saveDraftButton","previewPatchButton"]},{"id":"saveDraftButton","component":"Button","label":"Save draft","variant":"primary","size":"medium"},{"id":"previewPatchButton","component":"Button","label":"Preview","variant":"secondary","size":"medium"},{"id":"hotfixTool","component":"Card","variant":"sunk","direction":"column","gap":"s","children":["hotfixHeader","hotfixText","hotfixSafety","hotfixShipButton"],"weight":1},{"id":"hotfixHeader","component":"CardHeader","title":"Hotfix deployment","subtitle":"Emergency release controls"},{"id":"hotfixText","component":"TextContent","text":"Target: v3.14.3 · staged rollout begins at 5% of players. Rollback monitoring remains active.","size":"default"},{"id":"hotfixSafety","component":"Alert","title":"Approval required","description":"Verify crash telemetry and Europe region health before deployment.","variant":"warning"},{"id":"hotfixShipButton","component":"AlertDialogBlock","triggerLabel":"Ship v3.14.3 hotfix","title":"Confirm hotfix deployment","description":"This will begin a staged rollout to 5% of players and enable automated rollback monitoring.","confirmLabel":"Deploy hotfix","cancelLabel":"Cancel","triggerVariant":"destructive"}]}}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r1.txt
new file mode 100644
index 000000000..53b0beadb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"factory-supervisor-console","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#0F766E","agentDisplayName":"Factory Supervisor Console"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"factory-supervisor-console","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","alerts","kpiRow","operationsSection","qualitySection","supplySection","workSection","maintenanceSection","reportActions"]},{"id":"header","component":"Card","variant":"card","direction":"row","align":"center","justify":"between","gap":"m","children":["headerText","lineFocus"]},{"id":"headerText","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"Factory Floor Supervisor Console","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Live production overview • Today, 18 August 2026 • Shift B","size":"default"},{"id":"lineFocus","component":"Select","name":"focus_line","placeholder":"Focus on a production line","value":"all","items":["lineAll","line1Option","line2Option","line3Option","line4Option"]},{"id":"lineAll","component":"SelectItem","value":"all","label":"All production lines"},{"id":"line1Option","component":"SelectItem","value":"line-1","label":"Line 1 — Press & Form"},{"id":"line2Option","component":"SelectItem","value":"line-2","label":"Line 2 — Injection Mold"},{"id":"line3Option","component":"SelectItem","value":"line-3","label":"Line 3 — Assembly"},{"id":"line4Option","component":"SelectItem","value":"line-4","label":"Line 4 — Packaging"},{"id":"alerts","component":"Callout","variant":"warning","title":"Live Andon Alert — Line 2","description":"Molding Cell M-07 is stopped due to a temperature deviation. 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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r2.txt
new file mode 100644
index 000000000..38e10ed34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r2.txt
@@ -0,0 +1,7 @@
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r3.txt
new file mode 100644
index 000000000..a5fbde740
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r4.txt
new file mode 100644
index 000000000..b948c60aa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-plant__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r1.txt
new file mode 100644
index 000000000..ed8fce4c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r1.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r2.txt
new file mode 100644
index 000000000..b5d439967
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"streaming-operations-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Streaming Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r3.txt
new file mode 100644
index 000000000..a96960448
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"streaming-operations-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#6D5DFB","agentDisplayName":"Streaming Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
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+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r4.txt
new file mode 100644
index 000000000..a4c4c221f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-streaming__r4.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"streaming-ops-room","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#7C3AED","agentDisplayName":"Streaming Operations"}}}
+</a2ui-json>
+
+<a2ui-json>
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devices","defaultChecked":true},{"id":"flagSearch","component":"SwitchItem","name":"semantic-search","label":"Semantic search","description":"Experiment paused","defaultChecked":false},{"id":"flagKidsProfiles","component":"SwitchItem","name":"kids-profile-refresh","label":"Kids profile refresh","description":"Enabled globally","defaultChecked":true},{"id":"flagSmartDownloads","component":"SwitchItem","name":"smart-downloads","label":"Smart downloads","description":"Disabled during reliability review","defaultChecked":false},{"id":"promotionCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["promotionHeader","promotionForm"]},{"id":"promotionHeader","component":"CardHeader","title":"Promote a title on Home","subtitle":"Place a featured title in the selected region"},{"id":"promotionForm","component":"Form","name":"home-promotion","fields":["promotionTitleControl","promotionPlacementControl","promotionAudienceControl"],"buttons":"promotionButtons"},{"id":"promotionTitleControl","component":"FormControl","label":"Title","hint":"Choose a title to feature","input":"promotionTitleSelect"},{"id":"promotionTitleSelect","component":"Select","name":"promoted-title","placeholder":"Select a title","items":["promoTitle1","promoTitle2","promoTitle3","promoTitle4"]},{"id":"promoTitle1","component":"SelectItem","value":"harbor-city","label":"Harbor City"},{"id":"promoTitle2","component":"SelectItem","value":"last-signal","label":"The Last Signal"},{"id":"promoTitle3","component":"SelectItem","value":"orbit-nine","label":"Orbit Nine"},{"id":"promoTitle4","component":"SelectItem","value":"wild-frontier","label":"Wild Frontier"},{"id":"promotionPlacementControl","component":"FormControl","label":"Home placement","input":"promotionPlacementSelect"},{"id":"promotionPlacementSelect","component":"Select","name":"home-placement","value":"hero","items":["placementHero","placementTrending","placementGenre"]},{"id":"placementHero","component":"SelectItem","value":"hero","label":"Hero banner"},{"id":"placementTrending","component":"SelectItem","value":"trending","label":"Trending row"},{"id":"placementGenre","component":"SelectItem","value":"genre","label":"Genre spotlight"},{"id":"promotionAudienceControl","component":"FormControl","label":"Audience","input":"promotionAudienceSelect"},{"id":"promotionAudienceSelect","component":"Select","name":"promotion-audience","value":"all-viewers","items":["audienceAll","audienceNew","audienceReturning"]},{"id":"audienceAll","component":"SelectItem","value":"all-viewers","label":"All viewers"},{"id":"audienceNew","component":"SelectItem","value":"new-subscribers","label":"New subscribers"},{"id":"audienceReturning","component":"SelectItem","value":"returning-viewers","label":"Returning viewers"},{"id":"promotionButtons","component":"Buttons","direction":"row","buttons":["previewPromotionButton","publishPromotionButton"]},{"id":"previewPromotionButton","component":"Button","label":"Preview","variant":"secondary","size":"medium"},{"id":"publishPromotionButton","component":"Button","label":"Publish promotion","variant":"primary","size":"medium"},{"id":"releaseRow","component":"Card","variant":"clear","direction":"row","gap":"m","wrap":true,"children":["releasesCard","licensesCard"]},{"id":"releasesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["releasesHeader","releasesList"]},{"id":"releasesHeader","component":"CardHeader","title":"Releases coming this month","subtitle":"Scheduled premieres and drops"},{"id":"releasesList","component":"ListBlock","variant":"number","items":["release1","release2","release3","release4"]},{"id":"release1","component":"ListItem","title":"Midnight Runway — Season 2","subtitle":"Aug 21 · Global premiere","actionLabel":"View release"},{"id":"release2","component":"ListItem","title":"The Deep Archive","subtitle":"Aug 23 · Documentary feature","actionLabel":"View release"},{"id":"release3","component":"ListItem","title":"Solar Drift","subtitle":"Aug 28 · Original film","actionLabel":"View release"},{"id":"release4","component":"ListItem","title":"Kitchen Rivals — Season 5","subtitle":"Aug 30 · Weekly episodes begin","actionLabel":"View release"},{"id":"licensesCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["licensesHeader","licensesTable","licensesAlert"]},{"id":"licensesHeader","component":"CardHeader","title":"Licenses expiring soon","subtitle":"Rights windows ending in the next 30 days"},{"id":"licensesTable","component":"Table","columns":["licenseTitleColumn","licenseRegionColumn","licenseExpiryColumn","licenseActionColumn"]},{"id":"licenseTitleColumn","component":"Col","label":"Title","type":"string","data":["City of Ash","The Redwood Files","Northern Lights","Golden Hour"]},{"id":"licenseRegionColumn","component":"Col","label":"Region","type":"string","data":["Global","Europe","North America","Asia Pacific"]},{"id":"licenseExpiryColumn","component":"Col","label":"Expires","type":"string","data":["Aug 22","Aug 26","Sep 2","Sep 8"]},{"id":"licenseActionColumn","component":"Col","label":"Status","type":"string","data":["Renewal pending","Negotiating","No renewal","Renewal pending"]},{"id":"licensesAlert","component":"Alert","title":"Priority renewal","description":"“City of Ash” expires in 4 days and remains in the top 10 for global watch time.","variant":"warning"},{"id":"controlsRow","component":"Card","variant":"sunk","direction":"row","justify":"between","align":"center","children":["refreshText","refreshButton"]},{"id":"refreshText","component":"TextContent","text":"Last refreshed: just now · Metrics update every 60 seconds","size":"small"},{"id":"refreshButton","component":"Button","label":"Refresh dashboard","variant":"secondary","size":"small"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r1.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r1.txt
new file mode 100644
index 000000000..fcb83efa5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r1.txt
@@ -0,0 +1,1051 @@
+<a2ui-json>
+{
+  "version": "v0.9",
+  "createSurface": {
+    "surfaceId": "university-admin-overview",
+    "catalogId": "thesys.dev:c1-openui",
+    "theme": {
+      "primaryColor": "#1E4D8F",
+      "agentDisplayName": "University Administration"
+    }
+  }
+}
+</a2ui-json>
+
+<a2ui-json>
+{
+  "version": "v0.9",
+  "updateComponents": {
+    "surfaceId": "university-admin-overview",
+    "components": [
+      {
+        "id": "root",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "l",
+        "children": [
+          "page-header",
+          "department-filter",
+          "headline-metrics",
+          "enrollment-revenue",
+          "applications-waitlist",
+          "academic-operations",
+          "student-success",
+          "campus-life",
+          "alumni-section",
+          "admin-actions"
+        ]
+      },
+      {
+        "id": "page-header",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "title",
+          "subtitle"
+        ]
+      },
+      {
+        "id": "title",
+        "component": "Heading",
+        "text": "University Overview",
+        "level": "h1"
+      },
+      {
+        "id": "subtitle",
+        "component": "TextContent",
+        "text": "Executive dashboard · Fall 2026 semester"
+      },
+      {
+        "id": "department-filter",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "align": "end",
+        "gap": "m",
+        "children": [
+          "department-control",
+          "department-select"
+        ]
+      },
+      {
+        "id": "department-control",
+        "component": "FormControl",
+        "label": "Focus on department",
+        "hint": "Dashboard metrics update for the selected academic unit.",
+        "input": "department-select"
+      },
+      {
+        "id": "department-select",
+        "component": "Select",
+        "name": "department",
+        "placeholder": "All departments",
+        "value": "all",
+        "items": [
+          "dept-all",
+          "dept-business",
+          "dept-engineering",
+          "dept-arts",
+          "dept-science",
+          "dept-health"
+        ]
+      },
+      {
+        "id": "dept-all",
+        "component": "SelectItem",
+        "value": "all",
+        "label": "All departments"
+      },
+      {
+        "id": "dept-business",
+        "component": "SelectItem",
+        "value": "business",
+        "label": "Business"
+      },
+      {
+        "id": "dept-engineering",
+        "component": "SelectItem",
+        "value": "engineering",
+        "label": "Engineering"
+      },
+      {
+        "id": "dept-arts",
+        "component": "SelectItem",
+        "value": "arts",
+        "label": "Arts & Humanities"
+      },
+      {
+        "id": "dept-science",
+        "component": "SelectItem",
+        "value": "science",
+        "label": "Science"
+      },
+      {
+        "id": "dept-health",
+        "component": "SelectItem",
+        "value": "health",
+        "label": "Health Sciences"
+      },
+      {
+        "id": "headline-metrics",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "metric-enrollment",
+          "metric-acceptance",
+          "metric-revenue",
+          "metric-semester"
+        ]
+      },
+      {
+        "id": "metric-enrollment",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "metric-enrollment-title",
+          "metric-enrollment-value",
+          "metric-enrollment-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "metric-enrollment-title",
+        "component": "TextContent",
+        "text": "Total enrollment",
+        "size": "small"
+      },
+      {
+        "id": "metric-enrollment-value",
+        "component": "Heading",
+        "text": "18,642",
+        "level": "h2"
+      },
+      {
+        "id": "metric-enrollment-note",
+        "component": "TextContent",
+        "text": "↑ 3.8% from last year",
+        "size": "small-heavy"
+      },
+      {
+        "id": "metric-acceptance",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "metric-acceptance-title",
+          "metric-acceptance-value",
+          "metric-acceptance-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "metric-acceptance-title",
+        "component": "TextContent",
+        "text": "Acceptance rate",
+        "size": "small"
+      },
+      {
+        "id": "metric-acceptance-value",
+        "component": "Heading",
+        "text": "61.4%",
+        "level": "h2"
+      },
+      {
+        "id": "metric-acceptance-note",
+        "component": "TextContent",
+        "text": "↓ 1.2 pts from last cycle",
+        "size": "small-heavy"
+      },
+      {
+        "id": "metric-revenue",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "metric-revenue-title",
+          "metric-revenue-value",
+          "metric-revenue-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "metric-revenue-title",
+        "component": "TextContent",
+        "text": "Tuition revenue · FY2026",
+        "size": "small"
+      },
+      {
+        "id": "metric-revenue-value",
+        "component": "Heading",
+        "text": "$214.8M",
+        "level": "h2"
+      },
+      {
+        "id": "metric-revenue-note",
+        "component": "TextContent",
+        "text": "92% of annual target",
+        "size": "small-heavy"
+      },
+      {
+        "id": "metric-semester",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "xs",
+        "children": [
+          "metric-semester-title",
+          "metric-semester-value",
+          "metric-semester-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "metric-semester-title",
+        "component": "TextContent",
+        "text": "This semester vs. last",
+        "size": "small"
+      },
+      {
+        "id": "metric-semester-value",
+        "component": "Heading",
+        "text": "+642 students",
+        "level": "h2"
+      },
+      {
+        "id": "metric-semester-note",
+        "component": "TextContent",
+        "text": "Enrollment up 3.6%; withdrawals down 8.1%",
+        "size": "small-heavy"
+      },
+      {
+        "id": "enrollment-revenue",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "enrollment-trend-card",
+          "scholarship-card"
+        ]
+      },
+      {
+        "id": "enrollment-trend-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "enrollment-trend-header",
+          "enrollment-trend-chart",
+          "enrollment-trend-caption"
+        ],
+        "weight": 2
+      },
+      {
+        "id": "enrollment-trend-header",
+        "component": "CardHeader",
+        "title": "Enrollment trend",
+        "subtitle": "Five-year total enrollment"
+      },
+      {
+        "id": "enrollment-trend-chart",
+        "component": "LineChart",
+        "labels": [
+          "2022",
+          "2023",
+          "2024",
+          "2025",
+          "2026"
+        ],
+        "series": [
+          "enrollment-series"
+        ],
+        "variant": "natural",
+        "xLabel": "Academic year",
+        "yLabel": "Students"
+      },
+      {
+        "id": "enrollment-series",
+        "component": "Series",
+        "category": "Enrolled students",
+        "values": [
+          15420,
+          16080,
+          16735,
+          17960,
+          18642
+        ]
+      },
+      {
+        "id": "enrollment-trend-caption",
+        "component": "TextContent",
+        "text": "Enrollment has grown 20.9% since 2022, led by Engineering and Health Sciences.",
+        "size": "small"
+      },
+      {
+        "id": "scholarship-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "scholarship-header",
+          "scholarship-progress",
+          "scholarship-detail",
+          "scholarship-tag"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "scholarship-header",
+        "component": "CardHeader",
+        "title": "Scholarship budget",
+        "subtitle": "Used against annual allocation"
+      },
+      {
+        "id": "scholarship-progress",
+        "component": "Progress",
+        "value": 74,
+        "label": "$18.5M of $25.0M used"
+      },
+      {
+        "id": "scholarship-detail",
+        "component": "TextContent",
+        "text": "$6.5M remains for spring awards.",
+        "size": "small"
+      },
+      {
+        "id": "scholarship-tag",
+        "component": "Tag",
+        "text": "On track",
+        "variant": "success",
+        "size": "sm"
+      },
+      {
+        "id": "applications-waitlist",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "applications-header",
+          "applications-chart",
+          "applications-waitlist-table"
+        ]
+      },
+      {
+        "id": "applications-header",
+        "component": "CardHeader",
+        "title": "Applications and waitlist by program",
+        "subtitle": "Current admission cycle"
+      },
+      {
+        "id": "applications-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Computer Science",
+          "Business Administration",
+          "Nursing",
+          "Psychology",
+          "Mechanical Engineering"
+        ],
+        "series": [
+          "applications-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Applications",
+        "yLabel": "Program"
+      },
+      {
+        "id": "applications-series",
+        "component": "Series",
+        "category": "Applications",
+        "values": [
+          3240,
+          2870,
+          2140,
+          1980,
+          1760
+        ]
+      },
+      {
+        "id": "applications-waitlist-table",
+        "component": "Table",
+        "columns": [
+          "waitlist-program-col",
+          "waitlist-count-col",
+          "waitlist-status-col"
+        ]
+      },
+      {
+        "id": "waitlist-program-col",
+        "component": "Col",
+        "label": "Program",
+        "data": [
+          "Computer Science",
+          "Business Administration",
+          "Nursing",
+          "Psychology",
+          "Mechanical Engineering"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "waitlist-count-col",
+        "component": "Col",
+        "label": "Waitlisted students",
+        "data": [
+          184,
+          126,
+          98,
+          74,
+          61
+        ],
+        "type": "number"
+      },
+      {
+        "id": "waitlist-status-col",
+        "component": "Col",
+        "label": "Capacity outlook",
+        "data": [
+          "Limited",
+          "Moderate",
+          "Limited",
+          "Available",
+          "Moderate"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "academic-operations",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "course-fill-card",
+          "faculty-load-card"
+        ]
+      },
+      {
+        "id": "course-fill-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "course-fill-header",
+          "course-fill-table",
+          "course-fill-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "course-fill-header",
+        "component": "CardHeader",
+        "title": "Course offering capacity",
+        "subtitle": "How full active offerings are"
+      },
+      {
+        "id": "course-fill-table",
+        "component": "Table",
+        "columns": [
+          "course-code-col",
+          "course-enrolled-col",
+          "course-capacity-col",
+          "course-fill-col"
+        ]
+      },
+      {
+        "id": "course-code-col",
+        "component": "Col",
+        "label": "Course",
+        "data": [
+          "CS 101",
+          "BUS 210",
+          "NURS 305",
+          "PSY 110",
+          "ME 220"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "course-enrolled-col",
+        "component": "Col",
+        "label": "Enrolled",
+        "data": [
+          118,
+          86,
+          42,
+          96,
+          58
+        ],
+        "type": "number"
+      },
+      {
+        "id": "course-capacity-col",
+        "component": "Col",
+        "label": "Capacity",
+        "data": [
+          120,
+          90,
+          42,
+          110,
+          60
+        ],
+        "type": "number"
+      },
+      {
+        "id": "course-fill-col",
+        "component": "Col",
+        "label": "Filled",
+        "data": [
+          "98%",
+          "96%",
+          "100%",
+          "87%",
+          "97%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "course-fill-note",
+        "component": "TextContent",
+        "text": "47 offerings are at or above 95% capacity.",
+        "size": "small"
+      },
+      {
+        "id": "faculty-load-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "faculty-load-header",
+          "faculty-load-chart",
+          "faculty-load-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "faculty-load-header",
+        "component": "CardHeader",
+        "title": "Teaching load by faculty",
+        "subtitle": "Assigned credit hours this semester"
+      },
+      {
+        "id": "faculty-load-chart",
+        "component": "HorizontalBarChart",
+        "labels": [
+          "Dr. Maya Chen",
+          "Prof. Daniel Ortiz",
+          "Dr. Priya Nair",
+          "Prof. James Walker",
+          "Dr. Elena Rossi"
+        ],
+        "series": [
+          "faculty-load-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Credit hours",
+        "yLabel": "Faculty member"
+      },
+      {
+        "id": "faculty-load-series",
+        "component": "Series",
+        "category": "Teaching load",
+        "values": [
+          15,
+          12,
+          12,
+          9,
+          9
+        ]
+      },
+      {
+        "id": "faculty-load-note",
+        "component": "TextContent",
+        "text": "Average load: 10.8 credit hours. 12 faculty are above the 12-hour guideline.",
+        "size": "small"
+      },
+      {
+        "id": "student-success",
+        "component": "Card",
+        "variant": "clear",
+        "direction": "row",
+        "gap": "m",
+        "align": "stretch",
+        "children": [
+          "risk-card",
+          "housing-card"
+        ]
+      },
+      {
+        "id": "risk-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "risk-header",
+          "risk-alert",
+          "risk-table"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "risk-header",
+        "component": "CardHeader",
+        "title": "Students at academic risk",
+        "subtitle": "Early-alert and academic standing indicators"
+      },
+      {
+        "id": "risk-alert",
+        "component": "Alert",
+        "title": "186 students need outreach",
+        "description": "42 are high priority due to multiple missed assessments or GPA below 2.0.",
+        "variant": "warning"
+      },
+      {
+        "id": "risk-table",
+        "component": "Table",
+        "columns": [
+          "risk-category-col",
+          "risk-students-col",
+          "risk-change-col"
+        ]
+      },
+      {
+        "id": "risk-category-col",
+        "component": "Col",
+        "label": "Risk category",
+        "data": [
+          "High priority",
+          "Attendance concern",
+          "Academic probation",
+          "Financial hold"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "risk-students-col",
+        "component": "Col",
+        "label": "Students",
+        "data": [
+          42,
+          71,
+          48,
+          25
+        ],
+        "type": "number"
+      },
+      {
+        "id": "risk-change-col",
+        "component": "Col",
+        "label": "vs. last semester",
+        "data": [
+          "+6",
+          "-12",
+          "-4",
+          "+2"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "housing-card",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "housing-header",
+          "housing-progress",
+          "housing-table",
+          "housing-note"
+        ],
+        "weight": 1
+      },
+      {
+        "id": "housing-header",
+        "component": "CardHeader",
+        "title": "Housing occupancy",
+        "subtitle": "Residence halls and university apartments"
+      },
+      {
+        "id": "housing-progress",
+        "component": "Progress",
+        "value": 94,
+        "label": "6,768 of 7,200 beds occupied"
+      },
+      {
+        "id": "housing-table",
+        "component": "Table",
+        "columns": [
+          "housing-area-col",
+          "housing-rate-col"
+        ]
+      },
+      {
+        "id": "housing-area-col",
+        "component": "Col",
+        "label": "Area",
+        "data": [
+          "North Residence",
+          "South Residence",
+          "University Apartments"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "housing-rate-col",
+        "component": "Col",
+        "label": "Occupancy",
+        "data": [
+          "98%",
+          "93%",
+          "88%"
+        ],
+        "type": "string"
+      },
+      {
+        "id": "housing-note",
+        "component": "TextContent",
+        "text": "432 beds remain available; 116 students are on the housing waitlist.",
+        "size": "small"
+      },
+      {
+        "id": "campus-life",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "events-header",
+          "events-list"
+        ]
+      },
+      {
+        "id": "events-header",
+        "component": "CardHeader",
+        "title": "Campus events this month",
+        "subtitle": "August 2026"
+      },
+      {
+        "id": "events-list",
+        "component": "ListBlock",
+        "variant": "number",
+        "items": [
+          "event-1",
+          "event-2",
+          "event-3",
+          "event-4"
+        ]
+      },
+      {
+        "id": "event-1",
+        "component": "ListItem",
+        "title": "New Student Convocation",
+        "subtitle": "Aug 21 · 10:00 AM · University Hall",
+        "actionLabel": "View details"
+      },
+      {
+        "id": "event-2",
+        "component": "ListItem",
+        "title": "Faculty Research Showcase",
+        "subtitle": "Aug 24 · 3:00 PM · Innovation Center",
+        "actionLabel": "View details"
+      },
+      {
+        "id": "event-3",
+        "component": "ListItem",
+        "title": "Career & Internship Fair",
+        "subtitle": "Aug 27 · 11:00 AM · Student Union",
+        "actionLabel": "View details"
+      },
+      {
+        "id": "event-4",
+        "component": "ListItem",
+        "title": "Alumni Welcome Reception",
+        "subtitle": "Aug 30 · 6:30 PM · Alumni House",
+        "actionLabel": "View details"
+      },
+      {
+        "id": "alumni-section",
+        "component": "Card",
+        "variant": "card",
+        "direction": "column",
+        "gap": "m",
+        "children": [
+          "alumni-header",
+          "alumni-chart",
+          "alumni-note"
+        ]
+      },
+      {
+        "id": "alumni-header",
+        "component": "CardHeader",
+        "title": "Alumni giving",
+        "subtitle": "Annual gifts received over the past four years"
+      },
+      {
+        "id": "alumni-chart",
+        "component": "BarChart",
+        "labels": [
+          "2023",
+          "2024",
+          "2025",
+          "2026"
+        ],
+        "series": [
+          "alumni-giving-series"
+        ],
+        "variant": "grouped",
+        "xLabel": "Fiscal year",
+        "yLabel": "Gifts received ($M)"
+      },
+      {
+        "id": "alumni-giving-series",
+        "component": "Series",
+        "category": "Alumni giving ($M)",
+        "values": [
+          12.4,
+          14.1,
+          16.8,
+          18.6
+        ]
+      },
+      {
+        "id": "alumni-note",
+        "component": "TextContent",
+        "text": "FY2026 giving is up 10.7% year over year, with 8,420 active donors.",
+        "size": "small"
+      },
+      {
+        "id": "admin-actions",
+        "component": "Card",
+        "variant": "sunk",
+        "direction": "row",
+        "justify": "between",
+        "align": "center",
+        "gap": "m",
+        "children": [
+          "actions-copy",
+          "actions-buttons"
+        ]
+      },
+      {
+        "id": "actions-copy",
+        "component": "CardHeader",
+        "title": "Administrative actions",
+        "subtitle": "Manage academic offerings and communicate with student communities."
+      },
+      {
+        "id": "actions-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "approve-course-button",
+          "message-group-button"
+        ]
+      },
+      {
+        "id": "approve-course-button",
+        "component": "DialogBlock",
+        "triggerLabel": "Approve new course",
+        "title": "Approve new course proposal",
+        "description": "Review the submitted course proposal before approval.",
+        "triggerVariant": "default",
+        "content": [
+          "course-approval-summary",
+          "course-approval-actions"
+        ]
+      },
+      {
+        "id": "course-approval-summary",
+        "component": "TextContent",
+        "text": "**Proposed course:** DATA 245 — Applied Data Ethics  \n**Department:** Computer Science  \n**Credits:** 3  \n**Requested start:** Spring 2027"
+      },
+      {
+        "id": "course-approval-actions",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "course-approve-confirm",
+          "course-return-button"
+        ]
+      },
+      {
+        "id": "course-approve-confirm",
+        "component": "Button",
+        "label": "Approve course",
+        "variant": "primary",
+        "size": "medium"
+      },
+      {
+        "id": "course-return-button",
+        "component": "Button",
+        "label": "Return for revision",
+        "variant": "secondary",
+        "size": "medium"
+      },
+      {
+        "id": "message-group-button",
+        "component": "DialogBlock",
+        "triggerLabel": "Message student group",
+        "title": "Send a message to a student group",
+        "description": "Choose a group and compose an announcement.",
+        "triggerVariant": "secondary",
+        "content": [
+          "message-group-form"
+        ]
+      },
+      {
+        "id": "message-group-form",
+        "component": "Form",
+        "name": "student-group-message",
+        "fields": [
+          "message-group-control",
+          "message-subject-control",
+          "message-body-control"
+        ],
+        "buttons": "message-form-buttons"
+      },
+      {
+        "id": "message-group-control",
+        "component": "FormControl",
+        "label": "Student group",
+        "input": "message-group-select"
+      },
+      {
+        "id": "message-group-select",
+        "component": "Select",
+        "name": "studentGroup",
+        "placeholder": "Select a group",
+        "items": [
+          "group-first-year",
+          "group-residents",
+          "group-waitlisted",
+          "group-seniors"
+        ]
+      },
+      {
+        "id": "group-first-year",
+        "component": "SelectItem",
+        "value": "first-year",
+        "label": "First-year students"
+      },
+      {
+        "id": "group-residents",
+        "component": "SelectItem",
+        "value": "residents",
+        "label": "On-campus residents"
+      },
+      {
+        "id": "group-waitlisted",
+        "component": "SelectItem",
+        "value": "waitlisted",
+        "label": "Waitlisted applicants"
+      },
+      {
+        "id": "group-seniors",
+        "component": "SelectItem",
+        "value": "seniors",
+        "label": "Graduating seniors"
+      },
+      {
+        "id": "message-subject-control",
+        "component": "FormControl",
+        "label": "Subject",
+        "input": "message-subject-input"
+      },
+      {
+        "id": "message-subject-input",
+        "component": "Input",
+        "name": "subject",
+        "placeholder": "Enter a message subject",
+        "type": "text"
+      },
+      {
+        "id": "message-body-control",
+        "component": "FormControl",
+        "label": "Message",
+        "input": "message-body-input"
+      },
+      {
+        "id": "message-body-input",
+        "component": "TextArea",
+        "name": "message",
+        "placeholder": "Write your announcement…",
+        "rows": 5
+      },
+      {
+        "id": "message-form-buttons",
+        "component": "Buttons",
+        "direction": "row",
+        "buttons": [
+          "send-message-button"
+        ]
+      },
+      {
+        "id": "send-message-button",
+        "component": "Button",
+        "label": "Send message",
+        "variant": "primary",
+        "size": "medium"
+      }
+    ]
+  }
+}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r2.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r2.txt
new file mode 100644
index 000000000..b729a1e6f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r2.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"university-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E4D8F","agentDisplayName":"University Administration"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"university-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","deptControl","overviewSection","enrollmentCard","applicationsCard","operationsSection","courseFillCard","facultyLoadCard","riskCard","budgetHousingCard","eventsCard","alumniCard","actionSection","courseApproval","messageGroup"]},{"id":"header","component":"Card","variant":"card","direction":"column","gap":"s","children":["title","subtitle","termBadge"]},{"id":"title","component":"Heading","text":"University Administrator Overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Fall 2026 · Institutional performance, student success, and campus operations","size":"default"},{"id":"termBadge","component":"Badge","text":"Current term: Fall 2026","variant":"secondary"},{"id":"deptControl","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["departmentLabel","departmentSelect"]},{"id":"departmentLabel","component":"TextContent","text":"Focus dashboard on a department","size":"small-heavy"},{"id":"departmentSelect","component":"Select","name":"department","placeholder":"All departments","value":"all","items":["deptAll","deptArts","deptBusiness","deptEngineering","deptScience","deptHealth"]},{"id":"deptAll","component":"SelectItem","value":"all","label":"All departments"},{"id":"deptArts","component":"SelectItem","value":"arts","label":"Arts & Humanities"},{"id":"deptBusiness","component":"SelectItem","value":"business","label":"Business"},{"id":"deptEngineering","component":"SelectItem","value":"engineering","label":"Engineering"},{"id":"deptScience","component":"SelectItem","value":"science","label":"Science"},{"id":"deptHealth","component":"SelectItem","value":"health","label":"Health Sciences"},{"id":"overviewSection","component":"Heading","text":"Enrollment & Admissions","level":"h2"},{"id":"enrollmentCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["enrollmentHeader","enrollmentChart","enrollmentComparison"]},{"id":"enrollmentHeader","component":"CardHeader","title":"Total Enrollment","subtitle":"12,480 students · +3.8% compared with last semester"},{"id":"enrollmentChart","component":"LineChart","labels":["2022","2023","2024","2025","2026"],"series":["enrollmentSeries"],"xLabel":"Academic year","yLabel":"Students"},{"id":"enrollmentSeries","component":"Series","category":"Enrollment","values":[10840,11210,11605,12025,12480]},{"id":"enrollmentComparison","component":"Callout","variant":"success","title":"Semester comparison","description":"Enrollment is up 455 students from Spring 2026, led by Engineering and Health Sciences."},{"id":"applicationsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["applicationsHeader","applicationsChart","acceptanceRate","waitlistTable"]},{"id":"applicationsHeader","component":"CardHeader","title":"Applications by Program","subtitle":"18,640 applications received for Fall 2026"},{"id":"applicationsChart","component":"HorizontalBarChart","labels":["Business Administration","Computer Science","Nursing","Psychology","Mechanical Engineering"],"series":["applicationSeries"],"variant":"grouped","xLabel":"Applications","yLabel":"Program"},{"id":"applicationSeries","component":"Series","category":"Applications","values":[4620,4180,3560,3310,2970]},{"id":"acceptanceRate","component":"Progress","value":62,"label":"Acceptance rate: 62% · 11,557 admitted students"},{"id":"waitlistTable","component":"Table","columns":["waitlistProgram","waitlistStudents"]},{"id":"waitlistProgram","component":"Col","label":"Program waitlist","type":"string","data":["Computer Science","Nursing","Business Administration","Psychology","Mechanical Engineering"]},{"id":"waitlistStudents","component":"Col","label":"Students","type":"number","data":[184,151,126,94,73]},{"id":"operationsSection","component":"Heading","text":"Academic Operations & Student Success","level":"h2"},{"id":"courseFillCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["courseFillHeader","courseFillChart","courseFillNote"]},{"id":"courseFillHeader","component":"CardHeader","title":"Course Offering Capacity","subtitle":"How full each active course offering is"},{"id":"courseFillChart","component":"HorizontalBarChart","labels":["CS 101 · Intro to Programming","NURS 210 · Clinical Practice","BUS 301 · Finance","PSY 101 · General Psychology","ME 220 · Statics"],"series":["enrolledSeries","capacitySeries"],"variant":"grouped","xLabel":"Seats","yLabel":"Course offering"},{"id":"enrolledSeries","component":"Series","category":"Enrolled","values":[118,46,82,174,58]},{"id":"capacitySeries","component":"Series","category":"Capacity","values":[120,48,90,180,60]},{"id":"courseFillNote","component":"Callout","variant":"warning","title":"Capacity watch","description":"23 offerings are above 95% full; 9 have active waitlists."},{"id":"facultyLoadCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["facultyHeader","facultyTable"]},{"id":"facultyHeader","component":"CardHeader","title":"Teaching Load by Faculty Member","subtitle":"Scheduled credit hours this semester"},{"id":"facultyTable","component":"Table","columns":["facultyName","facultyDepartment","facultyCredits","facultyCourses"]},{"id":"facultyName","component":"Col","label":"Faculty member","type":"string","data":["Dr. Maya Chen","Prof. Samuel Ortiz","Dr. Priya Nair","Prof. James Walker","Dr. Elena Rossi"]},{"id":"facultyDepartment","component":"Col","label":"Department","type":"string","data":["Computer Science","Business","Nursing","Psychology","Engineering"]},{"id":"facultyCredits","component":"Col","label":"Credit hours","type":"number","data":[12,9,15,12,9]},{"id":"facultyCourses","component":"Col","label":"Courses","type":"number","data":[4,3,5,4,3]},{"id":"riskCard","component":"Card","variant":"card","direction":"column","gap":"s","children":["riskHeader","riskAlert","riskTags"]},{"id":"riskHeader","component":"CardHeader","title":"Students at Academic Risk","subtitle":"Early-alert indicators requiring outreach"},{"id":"riskAlert","component":"Alert","variant":"warning","title":"186 students need attention","description":"74 have low attendance, 63 have failing grades, and 49 have both indicators."},{"id":"riskTags","component":"TagBlock","tags":["74 low attendance","63 failing grades","49 multiple indicators","31 new alerts this week"]},{"id":"budgetHousingCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["financeHousingHeader","tuitionRevenue","scholarshipBudget","housingOccupancy"]},{"id":"financeHousingHeader","component":"CardHeader","title":"Finance & Campus Living","subtitle":"Current fiscal-year position"},{"id":"tuitionRevenue","component":"Progress","value":88,"label":"Tuition revenue this year: $184.6M of $210.0M forecast"},{"id":"scholarshipBudget","component":"Progress","value":71,"label":"Scholarship budget used: $10.7M of $15.0M"},{"id":"housingOccupancy","component":"Progress","value":94,"label":"Housing occupancy: 6,392 of 6,800 beds"},{"id":"eventsCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["eventsHeader","eventsList"]},{"id":"eventsHeader","component":"CardHeader","title":"Campus Events This Month","subtitle":"August 2026"},{"id":"eventsList","component":"ListBlock","variant":"number","items":["event1","event2","event3","event4"]},{"id":"event1","component":"ListItem","title":"New Student Convocation","subtitle":"Aug 21 · University Hall · 10:00 AM"},{"id":"event2","component":"ListItem","title":"Faculty Research Showcase","subtitle":"Aug 24 · Innovation Center · 3:00 PM"},{"id":"event3","component":"ListItem","title":"Career & Internship Fair","subtitle":"Aug 27 · Fieldhouse · 11:00 AM"},{"id":"event4","component":"ListItem","title":"Alumni Weekend Kickoff","subtitle":"Aug 29 · Alumni Commons · 6:30 PM"},{"id":"alumniCard","component":"Card","variant":"card","direction":"column","gap":"m","children":["alumniHeader","alumniChart"]},{"id":"alumniHeader","component":"CardHeader","title":"Alumni Giving","subtitle":"Annual gifts received over the past four years"},{"id":"alumniChart","component":"BarChart","labels":["2023","2024","2025","2026"],"series":["alumniSeries"],"variant":"grouped","xLabel":"Year","yLabel":"Giving ($M)"},{"id":"alumniSeries","component":"Series","category":"Alumni giving","values":[8.4,9.1,10.3,11.8]},{"id":"actionSection","component":"Heading","text":"Administrative Actions","level":"h2"},{"id":"courseApproval","component":"DialogBlock","triggerLabel":"Review and approve a new course","title":"New Course Approval","description":"Open the curriculum review workflow to approve, return, or request changes to a proposed course.","triggerVariant":"default"},{"id":"messageGroup","component":"DialogBlock","triggerLabel":"Send a message to a student group","title":"Message Student Group","description":"Choose a student group and compose an announcement or targeted outreach message.","triggerVariant":"secondary"}]}}
+</a2ui-json>
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r3.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r3.txt
new file mode 100644
index 000000000..92a2a883a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r3.txt
@@ -0,0 +1,7 @@
+<a2ui-json>
+{"version":"v0.9","createSurface":{"surfaceId":"university-admin-overview","catalogId":"thesys.dev:c1-openui","theme":{"primaryColor":"#1E4E8C","agentDisplayName":"University Administration"}}}
+</a2ui-json>
+
+<a2ui-json>
+{"version":"v0.9","updateComponents":{"surfaceId":"university-admin-overview","components":[{"id":"root","component":"Card","variant":"clear","direction":"column","gap":"l","children":["header","departmentFilter","summaryRow","enrollmentCard","programsRow","operationsRow","resourcesRow","engagementRow","actionsCard"]},{"id":"header","component":"Card","variant":"clear","direction":"column","gap":"xs","children":["title","subtitle"]},{"id":"title","component":"Heading","text":"University Overview","level":"h1"},{"id":"subtitle","component":"TextContent","text":"Executive snapshot for Fall 2026 · Enrollment, academics, student success, and operations","size":"default"},{"id":"departmentFilter","component":"Card","variant":"sunk","direction":"row","gap":"m","align":"end","children":["departmentControl","departmentSelect"]},{"id":"departmentControl","component":"FormControl","label":"Focus on department","hint":"Metrics below update for the selected academic 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Sciences"},{"id":"summaryRow","component":"Card","variant":"clear","direction":"row","gap":"m","align":"stretch","children":["enrollmentKpi","acceptanceKpi","revenueKpi","semesterKpi"]},{"id":"enrollmentKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["enrollmentLabel","enrollmentValue","enrollmentTrend"]},{"id":"enrollmentLabel","component":"TextContent","text":"Total enrollment","size":"small"},{"id":"enrollmentValue","component":"Heading","text":"24,860","level":"h2"},{"id":"enrollmentTrend","component":"TextContent","text":"↑ 3.8% vs. last year","size":"small"},{"id":"acceptanceKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["acceptanceLabel","acceptanceValue","acceptanceNote"]},{"id":"acceptanceLabel","component":"TextContent","text":"Acceptance rate","size":"small"},{"id":"acceptanceValue","component":"Heading","text":"41.6%","level":"h2"},{"id":"acceptanceNote","component":"TextContent","text":"18,420 offers from 44,260 applications","size":"small"},{"id":"revenueKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["revenueLabel","revenueValue","revenueNote"]},{"id":"revenueLabel","component":"TextContent","text":"Tuition revenue · this year","size":"small"},{"id":"revenueValue","component":"Heading","text":"$286.4M","level":"h2"},{"id":"revenueNote","component":"TextContent","text":"↑ 5.1% against annual plan","size":"small"},{"id":"semesterKpi","component":"Card","variant":"card","direction":"column","gap":"xs","children":["semesterLabel","semesterValue","semesterNote"]},{"id":"semesterLabel","component":"TextContent","text":"This semester vs. last","size":"small"},{"id":"semesterValue","component":"Heading","text":"+2.9%","level":"h2"},{"id":"semesterNote","component":"TextContent","text":"Enrollment +700 · retention +1.2 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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r4.txt b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r4.txt
new file mode 100644
index 000000000..c83d0bf1a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/a2ui__b5-university__r4.txt
@@ -0,0 +1,7 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r1.txt
new file mode 100644
index 000000000..7810e1856
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r1.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","amount-card","details-card","pay-button","payment-note"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-title","invoice-subtitle","invoice-status"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice #INV-2026-084","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-subtitle","value":{"type":"TextContent","props":{"text":"From Maya Chen Studio to Northstar Labs","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/invoice-status","value":{"type":"Tag","props":{"text":"Payment due","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/amount-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s","align":"start"},"children":["amount-label","amount-due","currency-note"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Heading","props":{"text":{"$state":"/invoice/amountDue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"amountDue":"USD 2,450.00","dueDate":"September 15, 2026","client":"Northstar Labs","invoiceNumber":"INV-2026-084"}}
+{"op":"add","path":"/elements/currency-note","value":{"type":"TextContent","props":{"text":"All amounts are shown in US Dollars (USD).","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/details-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["due-date-row","invoice-reference-row"]}}
+{"op":"add","path":"/elements/due-date-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/invoice-reference-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["invoice-reference-label","invoice-reference-value"]}}
+{"op":"add","path":"/elements/invoice-reference-label","value":{"type":"TextContent","props":{"text":"Invoice reference","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/invoice-reference-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/invoiceNumber"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/pay-button","value":{"type":"Button","props":{"label":"Pay USD 2,450.00 now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Secure online payment","description":"Pay securely by card or bank transfer. A receipt will be emailed to your billing contact."},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r2.txt
new file mode 100644
index 000000000..ec6c833fb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r2.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["invoice-header","invoice-summary","payment-card","invoice-footer"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["invoice-title","invoice-client","invoice-status"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice #INV-2026-084","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-client","value":{"type":"TextContent","props":{"text":{"$template":"From Maya Chen Studio · Prepared for ${/invoice/clientName}"}},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"clientName":"Northstar Labs","amountDue":"2,450.00","currency":"USD","dueDate":"September 15, 2026","status":"Payment due","description":"Brand identity and website design — final milestone","invoiceNumber":"INV-2026-084"}}
+{"op":"add","path":"/elements/invoice-status","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["amount-label","amount-due","due-date-divider","due-date-label","due-date-value","invoice-description"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/due-date-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/invoice-description","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/payment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m","align":"stretch"},"children":["payment-heading","payment-copy","pay-now-button"]}}
+{"op":"add","path":"/elements/payment-heading","value":{"type":"Heading","props":{"text":"Ready to pay?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/payment-copy","value":{"type":"TextContent","props":{"text":{"$template":"Pay ${/invoice/currency} ${/invoice/amountDue} securely online."}},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":"Pay now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
+{"op":"add","path":"/elements/invoice-footer","value":{"type":"TextContent","props":{"text":"Questions about this invoice? Reply to the email from Maya Chen Studio.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r3.txt
new file mode 100644
index 000000000..749ea3a82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r3.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Invoice ${/invoice/number} from ${/invoice/freelancer}"}},"children":[]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["invoice-title","invoice-subtitle"]}}
+{"op":"add","path":"/state/invoice","value":{"number":"#INV-2026-084","freelancer":"Alex Morgan","client":"Northstar Studio","currency":"USD","amountDue":"2,450.00","dueDate":"August 28, 2026","status":"Awaiting payment"}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"TextContent","props":{"text":{"$template":"Due ${/invoice/dueDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/payment-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s","align":"start"},"children":["status-badge","amount-label","amount-value","due-date"]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":"Pay now","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/payment-note","value":{"type":"TextContent","props":{"text":"Secure payment powered by your preferred payment method.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/payment-actions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"stretch"},"children":["pay-now-button","payment-note"]}}
+{"op":"add","path":"/elements/payment-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Payment checkout opened","description":"Continue to the secure payment page to complete this invoice."},"visible":{"$state":"/paymentStarted"},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["invoice-header","payment-summary","payment-actions","payment-confirmation"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r4.txt
new file mode 100644
index 000000000..f5f1931b1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-invoice__r4.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"invoice-screen"}
+{"op":"add","path":"/elements/invoice-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["invoice-header","invoice-summary","payment-card","invoice-footer"]}}
+{"op":"add","path":"/elements/invoice-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["invoice-title","invoice-subtitle","invoice-status"]}}
+{"op":"add","path":"/elements/invoice-title","value":{"type":"Heading","props":{"text":"Invoice #INV-2026-084","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/invoice-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"From Jordan Lee Studio · Issued to ${/invoice/clientName}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/invoice","value":{"clientName":"Northstar Labs","currency":"USD","amountDue":"2,450.00","dueDate":"September 15, 2026","project":"Website design and development","status":"Payment due"}}
+{"op":"add","path":"/elements/invoice-status","value":{"type":"Badge","props":{"text":{"$state":"/invoice/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/invoice-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["summary-header","amount-due","due-date","project-detail"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Invoice summary","subtitle":"Please remit payment by the due date below."},"children":[]}}
+{"op":"add","path":"/elements/amount-due","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["amount-label","amount-value"]}}
+{"op":"add","path":"/elements/amount-label","value":{"type":"TextContent","props":{"text":"Amount due","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/amount-value","value":{"type":"Heading","props":{"text":{"$template":"${/invoice/currency} ${/invoice/amountDue}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/due-date","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["due-date-label","due-date-value"]}}
+{"op":"add","path":"/elements/due-date-label","value":{"type":"TextContent","props":{"text":"Due date","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/due-date-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/dueDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/project-detail","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["project-label","project-value"]}}
+{"op":"add","path":"/elements/project-label","value":{"type":"TextContent","props":{"text":"For","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/project-value","value":{"type":"TextContent","props":{"text":{"$state":"/invoice/project"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/payment-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payment-header","payment-description","pay-now-button","payment-confirmation"]}}
+{"op":"add","path":"/elements/payment-header","value":{"type":"Heading","props":{"text":"Ready to pay?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/payment-description","value":{"type":"TextContent","props":{"text":{"$template":"Pay ${/invoice/currency} ${/invoice/amountDue} securely online."},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/pay-now-button","value":{"type":"Button","props":{"label":"Pay now","variant":"primary","size":"large","type":"normal"},"on":{"press":{"action":"setState","params":{"statePath":"/paymentStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/paymentStarted","value":false}
+{"op":"add","path":"/elements/payment-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Payment checkout opened","description":"Complete your secure payment to settle this invoice."},"visible":{"$state":"/paymentStarted"},"children":[]}}
+{"op":"add","path":"/elements/invoice-footer","value":{"type":"TextContent","props":{"text":"Questions about this invoice? Reply to your project contact at Jordan Lee Studio.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r1.txt
new file mode 100644
index 000000000..9086beac3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r1.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","meeting-card"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"Your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["meeting-title","meeting-time","meeting-divider","attendees-heading","attendees-list","join-call-button"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Product Design Sync","startTime":"Today · 10:30 AM","meetingUrl":"https://meet.example.com/product-design-sync","attendees":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$state":"/nextMeeting/startTime"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-name"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"att-1","name":"Maya Chen","initials":"MC","role":"Product Manager"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"att-2","name":"Jordan Patel","initials":"JP","role":"Design Lead"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"att-3","name":"Sam Rivera","initials":"SR","role":"Engineering Manager"}}
+{"op":"add","path":"/elements/join-call-button","value":{"type":"Button","props":{"label":"Join call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/callJoinRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/callJoinRequested","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r2.txt
new file mode 100644
index 000000000..b84805afb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r2.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-header","meeting-card"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"A quick look at your calendar"},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["meeting-title","meeting-time","meeting-divider","attendees-heading","attendees-list","join-call"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Product design review","startTime":"Today, 10:30 AM","joinUrl":"https://meet.example.com/product-review","attendees":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Starts ${/nextMeeting/startTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendees-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-name"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"a1","name":"Maya Chen","role":"Product Manager","initials":"MC"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"a2","name":"Jordan Lee","role":"Design Lead","initials":"JL"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"a3","name":"Samir Patel","role":"Engineering","initials":"SP"}}
+{"op":"add","path":"/elements/join-call","value":{"type":"Button","props":{"label":"Join call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/joinMessage","value":"Opening the meeting call…"}}},"children":[]}}
+{"op":"add","path":"/state/joinMessage","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r3.txt
new file mode 100644
index 000000000..f5a2045f8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r3.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["screen-header","meeting-card"]}}
+{"op":"add","path":"/elements/screen-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["screen-title","screen-subtitle"]}}
+{"op":"add","path":"/elements/screen-title","value":{"type":"Heading","props":{"text":"Up next","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/screen-subtitle","value":{"type":"TextContent","props":{"text":"Your next calendar event","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["meeting-header","meeting-time","meeting-divider","attendees-section","join-call-button"]}}
+{"op":"add","path":"/elements/meeting-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"start","gap":"m"},"children":["meeting-title","meeting-status"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"text":{"$state":"/nextMeeting/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Product roadmap review","startTime":"Today, 10:30 AM – 11:15 AM","meetingUrl":"https://meet.google.com/abc-defg-hij","attendees":[]}}
+{"op":"add","path":"/elements/meeting-status","value":{"type":"Badge","props":{"text":"Starts in 25 min","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextCallout","props":{"variant":"info","title":"Start time","description":{"$state":"/nextMeeting/startTime"}},"children":[]}}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["attendees-heading","attendee-list"]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"text":"Attending","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/attendee-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"maya","name":"Maya Chen","role":"Product Manager","initials":"MC"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"daniel","name":"Daniel Ortiz","role":"Engineering Lead","initials":"DO"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"priya","name":"Priya Shah","role":"Design Director","initials":"PS"}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","gap":"s"},"children":["attendee-avatar","attendee-details"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["attendee-name","attendee-role"]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/attendee-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/join-call-button","value":{"type":"Button","props":{"label":"Join video call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/callJoinUrl","value":{"$state":"/nextMeeting/meetingUrl"}}}},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r4.txt
new file mode 100644
index 000000000..37c3d0657
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-meeting__r4.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"calendar-screen"}
+{"op":"add","path":"/elements/calendar-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["screen-heading","meeting-card"]}}
+{"op":"add","path":"/elements/screen-heading","value":{"type":"CardHeader","props":{"title":"Up next","subtitle":"Your next calendar event"},"children":[]}}
+{"op":"add","path":"/elements/meeting-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["meeting-title","meeting-time","meeting-divider","attendees-heading","attendee-list","join-call-button"]}}
+{"op":"add","path":"/elements/meeting-title","value":{"type":"Heading","props":{"level":"h2","text":{"$state":"/nextMeeting/title"}},"children":[]}}
+{"op":"add","path":"/state/nextMeeting","value":{"title":"Weekly product design review","startTime":"Today, 10:30 AM","joinUrl":"https://meet.example.com/product-review","attendees":[]}}
+{"op":"add","path":"/elements/meeting-time","value":{"type":"TextContent","props":{"text":{"$template":"Starts ${/nextMeeting/startTime}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/meeting-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/attendees-heading","value":{"type":"Heading","props":{"level":"h3","text":"Attending"},"children":[]}}
+{"op":"add","path":"/elements/attendee-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/nextMeeting/attendees","key":"id"},"children":["attendee-row"]}}
+{"op":"add","path":"/elements/attendee-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center"},"children":["attendee-avatar","attendee-name"]}}
+{"op":"add","path":"/elements/attendee-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/attendee-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/nextMeeting/attendees/0","value":{"id":"attendee-1","name":"Maya Chen","initials":"MC","role":"Product lead"}}
+{"op":"add","path":"/state/nextMeeting/attendees/1","value":{"id":"attendee-2","name":"Jordan Williams","initials":"JW","role":"Design"}}
+{"op":"add","path":"/state/nextMeeting/attendees/2","value":{"id":"attendee-3","name":"Priya Nair","initials":"PN","role":"Engineering"}}
+{"op":"add","path":"/state/nextMeeting/attendees/3","value":{"id":"attendee-4","name":"Alex Morgan","initials":"AM","role":"Research"}}
+{"op":"add","path":"/elements/join-call-button","value":{"type":"Button","props":{"label":"Join video call","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/nextMeeting/joinRequested","value":true}}},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r1.txt
new file mode 100644
index 000000000..d62de9b68
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r1.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"newsletter-signup"}
+{"op":"add","path":"/elements/newsletter-signup","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"center","justify":"center"},"children":["signup-panel"]}}
+{"op":"add","path":"/elements/signup-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["signup-heading","signup-description","signup-form"]}}
+{"op":"add","path":"/elements/signup-heading","value":{"type":"Heading","props":{"text":"The weekly product brief","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/signup-description","value":{"type":"TextContent","props":{"text":"Get a concise weekly roundup of product launches, practical tips, and the ideas shaping what to build next.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletterSignup","fields":["email-control"],"buttons":"signup-buttons"},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","hint":"We’ll only send the weekly newsletter.","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/newsletter/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/state/newsletter","value":{"email":"","subscribed":false}}
+{"op":"add","path":"/elements/signup-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["subscribe-button"]},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/newsletter/subscribed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r2.txt
new file mode 100644
index 000000000..11f6ff7f5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r2.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"signup-page"}
+{"op":"add","path":"/elements/signup-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"center","justify":"center"},"children":["signup-panel"]}}
+{"op":"add","path":"/elements/signup-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["signup-heading","signup-description","signup-form"]}}
+{"op":"add","path":"/elements/signup-heading","value":{"type":"Heading","props":{"text":"Stay ahead of the product curve","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/signup-description","value":{"type":"TextContent","props":{"text":"Get a concise weekly roundup of product launches, practical insights, and the ideas shaping what to build next.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletterSignup","fields":["email-control"],"buttons":"signup-buttons"},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","hint":"No spam—just one useful email each week.","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@example.com","value":{"$bindState":"/newsletter/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/state/newsletter","value":{"email":""}}
+{"op":"add","path":"/elements/signup-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["subscribe-button"]},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"validateForm","params":{"statePath":"/newsletterValidation"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r3.txt
new file mode 100644
index 000000000..c342ba78b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r3.txt
@@ -0,0 +1,10 @@
+{"op":"add","path":"/root","value":"newsletter-signup"}
+{"op":"add","path":"/elements/newsletter-signup","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"center","justify":"center"},"children":["signup-heading","signup-description","signup-form"]}}
+{"op":"add","path":"/elements/signup-heading","value":{"type":"Heading","props":{"text":"The weekly product brief","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/signup-description","value":{"type":"TextContent","props":{"text":"Get a concise weekly roundup of product launches, practical insights, and tools worth trying.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletterSignup","fields":["email-control"],"buttons":"signup-buttons"},"children":[]}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","hint":"One useful email each week—no spam.","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/newsletter/email"},"children":[]}}}
+{"op":"add","path":"/state/newsletter","value":{"email":""}}
+{"op":"add","path":"/elements/signup-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/newsletter/subscribed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r4.txt
new file mode 100644
index 000000000..92b473878
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-newsletter__r4.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"newsletter-signup"}
+{"op":"add","path":"/elements/hero-title","value":{"type":"Heading","props":{"text":"The weekly product brief","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/hero-description","value":{"type":"TextContent","props":{"text":"Get a concise weekly roundup of product launches, practical insights, and tools worth trying—delivered straight to your inbox.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","type":"email","placeholder":"you@company.com","value":{"$bindState":"/signup/email"},"rules":[{"required":true},{"email":true}]},"children":[]}}
+{"op":"add","path":"/state/signup","value":{"email":"","subscribed":false}}
+{"op":"add","path":"/elements/email-field","value":{"type":"FormControl","props":{"label":"Email address","hint":"No spam. Unsubscribe anytime.","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/subscribe-button","value":{"type":"Button","props":{"label":"Subscribe","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/signup/subscribed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/form-buttons","value":{"type":"Buttons","props":{"buttons":["subscribe-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/signup-form","value":{"type":"Form","props":{"name":"newsletter-signup","fields":["email-field"],"buttons":"form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/success-message","value":{"type":"Callout","props":{"variant":"success","title":"You’re subscribed!","description":"Look for the next weekly product brief in your inbox."},"visible":{"$state":"/signup/subscribed"},"children":[]}}
+{"op":"add","path":"/elements/newsletter-signup","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["hero-title","hero-description","signup-form","success-message"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r1.txt
new file mode 100644
index 000000000..e01405a24
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r1.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["delivery-header","status-card","delivery-estimate","help-card"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delivery-title","tracking-number"]}}
+{"op":"add","path":"/elements/delivery-title","value":{"type":"Heading","props":{"text":"Track your delivery","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"text":{"$template":"Order ${/delivery/orderNumber} · Tracking ${/delivery/trackingNumber}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"orderNumber":"#48291","trackingNumber":"1Z84X29A","status":"Out for delivery","location":"Downtown delivery hub","lastUpdated":"Today at 9:42 AM","estimatedDate":"Today, August 18","estimatedWindow":"Expected between 2:00 PM and 6:00 PM","carrier":"Northstar Express","driverNote":"Your package is with the local driver and will arrive today."}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-header","current-location","status-note"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["status-copy","status-badge"]}}
+{"op":"add","path":"/elements/status-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["status-label","updated-label"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/status"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/updated-label","value":{"type":"TextContent","props":{"text":{"$template":"Last updated ${/delivery/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":"On the way","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-location","value":{"type":"Callout","props":{"variant":"info","title":"Current location","description":{"$template":"Your package is currently at ${/delivery/location}."}},"children":[]}}
+{"op":"add","path":"/elements/status-note","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/driverNote"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/delivery-estimate","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["estimate-heading","estimate-date","estimate-window","carrier-label"]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"TextContent","props":{"text":"Estimated delivery","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"Heading","props":{"text":{"$state":"/delivery/estimatedDate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedWindow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/carrier-label","value":{"type":"TextContent","props":{"text":{"$template":"Delivered by ${/delivery/carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/help-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["help-header","problem-description","report-problem-button","report-confirmation"]}}
+{"op":"add","path":"/elements/help-header","value":{"type":"CardHeader","props":{"title":"Need help with this delivery?","subtitle":"Let us know if something is wrong and our support team will investigate."},"children":[]}}
+{"op":"add","path":"/elements/problem-description","value":{"type":"TextArea","props":{"name":"deliveryProblem","placeholder":"Describe the issue, such as a missing package or damaged item…","rows":4,"value":{"$bindState":"/report/problemDescription"}},"children":[]}}
+{"op":"add","path":"/state/report","value":{"problemDescription":"","submitted":false}}
+{"op":"add","path":"/elements/report-problem-button","value":{"type":"Button","props":{"label":"Report a delivery problem","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/report/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/report-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Report started","description":"Thanks. A delivery specialist will review your report and contact you with next steps."},"visible":{"$state":"/report/submitted"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r2.txt
new file mode 100644
index 000000000..18e14e5a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r2.txt
@@ -0,0 +1,25 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["delivery-header","status-card","eta-card","problem-card"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delivery-title","tracking-text"]}}
+{"op":"add","path":"/elements/delivery-title","value":{"type":"Heading","props":{"text":"Track your delivery","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tracking-text","value":{"type":"TextContent","props":{"text":{"$template":"Tracking number: ${/delivery/trackingNumber}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"trackingNumber":"1Z84X29A0392847612","status":"Out for delivery","location":"With your local courier in Seattle, WA","estimatedDate":"Today, August 18","estimatedWindow":"Expected between 2:00 PM and 6:00 PM","lastUpdated":"Updated 18 minutes ago","problemDescription":""}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-header","status-badge","location-heading","location-text","updated-text"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"CardHeader","props":{"title":"Where your package is now","subtitle":"Latest delivery update"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/location-heading","value":{"type":"Heading","props":{"text":"Current location","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/location-text","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/location"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/updated-text","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/lastUpdated"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/eta-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["eta-header","eta-date","eta-window"]}}
+{"op":"add","path":"/elements/eta-header","value":{"type":"CardHeader","props":{"title":"Estimated delivery","subtitle":"Your package is on its way"},"children":[]}}
+{"op":"add","path":"/elements/eta-date","value":{"type":"Heading","props":{"text":{"$state":"/delivery/estimatedDate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/eta-window","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedWindow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["problem-header","problem-callout","problem-form"]}}
+{"op":"add","path":"/elements/problem-header","value":{"type":"Heading","props":{"text":"Need help with this delivery?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/problem-callout","value":{"type":"TextCallout","props":{"variant":"info","title":"Report a delivery problem","description":"Tell us what went wrong and our support team will review your report."},"children":[]}}
+{"op":"add","path":"/elements/problem-form","value":{"type":"Form","props":{"name":"delivery-problem","buttons":"report-buttons","fields":["problem-description-control"]},"children":[]}}
+{"op":"add","path":"/elements/problem-description-control","value":{"type":"FormControl","props":{"label":"What happened?","hint":"Include helpful details such as a missed delivery, damaged package, or incorrect location.","input":"problem-description-input"},"children":[]}}
+{"op":"add","path":"/elements/problem-description-input","value":{"type":"TextArea","props":{"name":"problemDescription","placeholder":"Describe the delivery problem...","rows":4,"value":{"$bindState":"/delivery/problemDescription"}},"children":[]}}
+{"op":"add","path":"/elements/report-buttons","value":{"type":"Buttons","props":{"buttons":["submit-report-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-report-button","value":{"type":"Button","props":{"label":"Report problem","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reportSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/reportSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r3.txt
new file mode 100644
index 000000000..49ba6961e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r3.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["delivery-header","status-card","estimate-card","issue-card"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delivery-title","tracking-number"]}}
+{"op":"add","path":"/elements/delivery-title","value":{"type":"Heading","props":{"text":"Track your delivery","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"text":{"$template":"Tracking number: ${/delivery/trackingNumber}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"trackingNumber":"DLV-4829-7316","status":"Out for delivery","currentLocation":"With your local courier in Seattle, WA","estimatedDate":"Today, August 18","estimatedWindow":"Expected between 2:00 PM and 5:00 PM","lastUpdated":"Updated at 10:42 AM"}}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-header","location-callout","status-update"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["status-heading","status-badge"]}}
+{"op":"add","path":"/elements/status-heading","value":{"type":"CardHeader","props":{"title":"Package location","subtitle":{"$state":"/delivery/status"}},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/location-callout","value":{"type":"Callout","props":{"variant":"info","title":"Your package is nearby","description":{"$state":"/delivery/currentLocation"}},"children":[]}}
+{"op":"add","path":"/elements/status-update","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/lastUpdated"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/estimate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["estimate-heading","estimate-date","estimate-window"]}}
+{"op":"add","path":"/elements/estimate-heading","value":{"type":"CardHeader","props":{"title":"Estimated delivery","subtitle":"We’ll notify you if this changes."},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedWindow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/issue-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["issue-heading","issue-description","report-problem-button","issue-confirmation"]}}
+{"op":"add","path":"/elements/issue-heading","value":{"type":"Heading","props":{"text":"Need help with this delivery?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/issue-description","value":{"type":"TextContent","props":{"text":"Report a missing, damaged, delayed, or incorrectly delivered package."},"children":[]}}
+{"op":"add","path":"/elements/report-problem-button","value":{"type":"Button","props":{"label":"Report a delivery problem","variant":"secondary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/issueReported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/issue-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Problem report started","description":"A support specialist will help you resolve the delivery issue."},"visible":{"$state":"/issueReported"},"children":[]}}
+{"op":"add","path":"/state/issueReported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r4.txt
new file mode 100644
index 000000000..3a8eadbb4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-order__r4.txt
@@ -0,0 +1,21 @@
+{"op":"add","path":"/root","value":"delivery-screen"}
+{"op":"add","path":"/elements/delivery-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["delivery-header","status-card","estimate-card","problem-card"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","tracking-number"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Track your delivery","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/tracking-number","value":{"type":"TextContent","props":{"text":{"$template":"Order ${/delivery/orderNumber} · Tracking ${/delivery/trackingNumber}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/delivery","value":{"orderNumber":"#LD-48291","trackingNumber":"1Z84X7A203948","status":"Out for delivery","location":"With your local courier in Seattle, WA","estimatedDate":"Today, August 18","estimatedWindow":"Expected between 2:00 PM and 5:00 PM","carrier":"Northstar Delivery"}}
+{"op":"add","path":"/elements/status-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["status-header","current-location-callout","status-detail"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["status-title","status-badge"]}}
+{"op":"add","path":"/elements/status-title","value":{"type":"Heading","props":{"text":"Current location","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/delivery/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-location-callout","value":{"type":"Callout","props":{"variant":"info","title":"Your package is on the way","description":{"$state":"/delivery/location"}},"children":[]}}
+{"op":"add","path":"/elements/status-detail","value":{"type":"TextContent","props":{"text":{"$template":"Carrier: ${/delivery/carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/estimate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["estimate-title","estimate-date","estimate-window"]}}
+{"op":"add","path":"/elements/estimate-title","value":{"type":"Heading","props":{"text":"Estimated delivery","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/estimate-date","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/estimate-window","value":{"type":"TextContent","props":{"text":{"$state":"/delivery/estimatedWindow"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/problem-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["problem-copy","report-problem-button","problem-confirmation"]}}
+{"op":"add","path":"/elements/problem-copy","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Something not right?","description":"Report a missing, damaged, delayed, or incorrectly delivered package and our support team will help."},"children":[]}}
+{"op":"add","path":"/elements/report-problem-button","value":{"type":"Button","props":{"label":"Report a delivery problem","variant":"secondary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/problemReported","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/problem-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Problem report started","description":"Thanks. A support specialist will contact you with next steps."},"visible":{"$state":"/problemReported"},"children":[]}}
+{"op":"add","path":"/state/problemReported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r1.txt
new file mode 100644
index 000000000..640b15da4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r1.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/poll-title","value":{"type":"Heading","props":{"text":"Team lunch poll","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-question","value":{"type":"TextContent","props":{"text":{"$state":"/poll/question"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/poll","value":{"question":"Where should we go for lunch on Friday?"}}
+{"op":"add","path":"/elements/poll-subtitle","value":{"type":"TextContent","props":{"text":"Pick one option. Your vote helps the team decide.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"TextContent","props":{"text":{"$template":"${cuisine} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-votes","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["restaurant-name","restaurant-details","restaurant-votes","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"osteria-verde","name":"Osteria Verde","cuisine":"Italian","location":"2 min walk","votes":6}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"taco-cantina","name":"Taco Cantina","cuisine":"Mexican","location":"5 min walk","votes":4}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"green-bowl","name":"Green Bowl","cuisine":"Mediterranean","location":"4 min walk","votes":3}}
+{"op":"add","path":"/elements/poll-note","value":{"type":"Callout","props":{"variant":"info","title":"Voting closes Thursday at 3:00 PM","description":"The restaurant with the most votes will be booked for Friday lunch."},"children":[]}}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-title","poll-question","poll-subtitle","restaurant-list","poll-note"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r2.txt
new file mode 100644
index 000000000..999cf3734
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r2.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","poll-intro","restaurant-list"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"CardHeader","props":{"title":"Team lunch poll","subtitle":"Vote for your Friday favorite"},"children":[]}}
+{"op":"add","path":"/elements/poll-intro","value":{"type":"Callout","props":{"variant":"info","title":"Where should we go for lunch on Friday?","description":"Choose one restaurant below. Voting closes Thursday at 4:00 PM."},"children":[]}}
+{"op":"add","path":"/elements/restaurant-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-option"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"harbor-bowl","name":"Harbor Bowl","description":"Fresh grain bowls, salads, and seasonal soups.","votes":8}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"pasta-corner","name":"Pasta Corner","description":"Handmade pasta, sandwiches, and Italian classics.","votes":6}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"taco-street","name":"Taco Street","description":"Tacos, burritos, and shareable chips with guacamole.","votes":5}}
+{"op":"add","path":"/elements/restaurant-option","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["restaurant-details","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["restaurant-name","restaurant-description","vote-count"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-count","value":{"type":"Tag","props":{"text":{"$template":"${votes} votes"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r3.txt
new file mode 100644
index 000000000..e3206b756
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r3.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","poll-intro","restaurant-list","poll-note"]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"CardHeader","props":{"title":"Team lunch poll","subtitle":"Cast your vote before Thursday at 3:00 PM"},"children":[]}}
+{"op":"add","path":"/elements/poll-intro","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-option"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"cedar-table","name":"Cedar Table","cuisine":"Mediterranean · 8 min walk","votes":6}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"noodle-house","name":"Noodle House","cuisine":"Asian bowls · 5 min walk","votes":4}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"green-kitchen","name":"Green Kitchen","cuisine":"Salads & sandwiches · 3 min walk","votes":3}}
+{"op":"add","path":"/elements/restaurant-option","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["restaurant-details","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["restaurant-name","restaurant-cuisine","restaurant-votes"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-cuisine","value":{"type":"TextContent","props":{"text":{"$item":"cuisine"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-votes","value":{"type":"TextContent","props":{"text":{"$template":"${votes} votes"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":"Vote","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/poll-note","value":{"type":"TextCallout","props":{"variant":"info","title":"One vote per teammate","description":"Choose the restaurant you prefer. The team will go with the most votes."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r4.txt
new file mode 100644
index 000000000..cf98a1d81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-poll__r4.txt
@@ -0,0 +1,18 @@
+{"op":"add","path":"/root","value":"lunch-poll"}
+{"op":"add","path":"/elements/poll-question","value":{"type":"Heading","props":{"text":"Where should we go for lunch on Friday?","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/poll-subtitle","value":{"type":"TextContent","props":{"text":"Cast your vote for the team lunch spot. Voting closes Thursday at 4:00 PM.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/poll-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s","align":"start"},"children":["poll-question","poll-subtitle"]}}
+{"op":"add","path":"/elements/restaurant-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-details","value":{"type":"TextContent","props":{"text":{"$template":"${cuisine} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/restaurant-votes","value":{"type":"Badge","props":{"text":{"$template":"${votes} votes"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/vote-button","value":{"type":"Button","props":{"label":{"$template":"Vote for ${name}"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedRestaurant","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/restaurant-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["restaurant-name","restaurant-details","restaurant-description","restaurant-votes","vote-button"]}}
+{"op":"add","path":"/elements/restaurant-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/restaurants","key":"id"},"children":["restaurant-card"]}}
+{"op":"add","path":"/state/restaurants","value":[]}
+{"op":"add","path":"/state/restaurants/0","value":{"id":"harbor-bowl","name":"Harbor Bowl","cuisine":"Asian fusion","location":"2 blocks away","description":"Build-your-own rice bowls, noodles, and fresh seasonal sides.","votes":8}}
+{"op":"add","path":"/state/restaurants/1","value":{"id":"osteria-verde","name":"Osteria Verde","cuisine":"Italian","location":"Main Street","description":"Handmade pasta, wood-fired pizza, and a sunny patio.","votes":6}}
+{"op":"add","path":"/state/restaurants/2","value":{"id":"taco-cielo","name":"Taco Cielo","cuisine":"Mexican","location":"Market Square","description":"Street tacos, shareable plates, and vegetarian-friendly options.","votes":5}}
+{"op":"add","path":"/elements/selection-callout","value":{"type":"Callout","props":{"variant":"success","title":"Vote recorded","description":{"$template":"You voted for ${/selectedRestaurant}."}},"visible":{"$state":"/selectedRestaurant"},"children":[]}}
+{"op":"add","path":"/state/selectedRestaurant","value":""}
+{"op":"add","path":"/elements/lunch-poll","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["poll-header","restaurant-list","selection-callout"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r1.txt
new file mode 100644
index 000000000..5bd66f856
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r1.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"directory-profile"}
+{"op":"add","path":"/elements/profile-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","role":"Director of Product Design","bio":"Maya leads the product design team, partnering with engineering and research to create clear, accessible experiences for customers. She has over a decade of experience building collaborative teams and thoughtful digital products.","email":"maya.chen@northstar.example"}}}
+{"op":"add","path":"/elements/profile-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"fallback":"MC","alt":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center"},"children":["profile-avatar","profile-name","profile-role"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write a message to Maya…","rows":5,"value":{"$bindState":"/messageText"}},"children":[]}}
+{"op":"add","path":"/state/messageText","value":""}
+{"op":"add","path":"/elements/message-field","value":{"type":"FormControl","props":{"label":"Message","hint":{"$template":"Your message will be sent to ${/person/email}."},"input":"message-input"},"children":[]}}
+{"op":"add","path":"/elements/send-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"send-message","buttons":"message-buttons","fields":["message-field"]},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message ready to send","description":"Your note to Maya has been prepared."},"visible":{"$state":"/messageSent"},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send Maya a message","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-form","message-success"]}}
+{"op":"add","path":"/elements/directory-profile","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["profile-header","bio-card","message-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r2.txt
new file mode 100644
index 000000000..9de0d1946
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r2.txt
@@ -0,0 +1,24 @@
+{"op":"add","path":"/root","value":"directory-profile"}
+{"op":"add","path":"/elements/profile-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","role":"Director of Product Design","bio":"Maya leads the product design team, partnering with engineering and research to create clear, accessible tools for customers. She is passionate about inclusive design systems, mentoring emerging designers, and turning complex workflows into thoughtful experiences.","email":"maya.chen@northstar.example","location":"San Francisco, CA","department":"Product Design"}}}
+{"op":"add","path":"/elements/profile-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/profile-department","value":{"type":"Badge","props":{"text":{"$state":"/person/department"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/profile-location","value":{"type":"TextContent","props":{"text":{"$template":"Based in ${/person/location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["profile-role","profile-department","profile-location"]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"fallback":"MC","alt":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center"},"children":["profile-avatar","profile-name","profile-details"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About Maya","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-copy","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bio-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-heading","bio-copy"]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"messageSubject","placeholder":"What is this about?","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}}
+{"op":"add","path":"/elements/message-subject-field","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":{"$template":"Write a message to ${/person/name}…"},"rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-body-field","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":{"$template":"This will be sent to ${/person/email}"}},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message ready to send","description":{"$template":"Your message to ${/person/name} has been queued."}},"visible":{"$state":"/message/sent"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"sendMessage","buttons":"message-buttons","fields":["message-subject-field","message-body-field"]},"children":[]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send a message","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-form","message-success"]}}
+{"op":"add","path":"/elements/directory-profile","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["profile-header","bio-section","message-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r3.txt
new file mode 100644
index 000000000..e00374eca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r3.txt
@@ -0,0 +1,19 @@
+{"op":"add","path":"/root","value":"directory-profile"}
+{"op":"add","path":"/elements/profile-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","role":"Director of Product Design","bio":"Maya leads the product design team, partnering with engineering and research to create clear, human-centered experiences. She has 12 years of experience building collaboration tools and enjoys mentoring emerging designers.","email":"maya.chen@northstar.co","location":"San Francisco, CA","team":"Product Design"}}
+{"op":"add","path":"/elements/profile-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"TextContent","props":{"text":{"$template":"${/person/team} · ${/person/location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["profile-name","profile-role","profile-details"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About Maya","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bio-text","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/bio-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["bio-heading","bio-text"]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write a message to Maya…","rows":5,"value":{"$bindState":"/message/text"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"text":"","sent":false}}
+{"op":"add","path":"/elements/message-control","value":{"type":"FormControl","props":{"label":"Your message","hint":{"$template":"This message will be sent to ${/person/email}."},"input":"message-input"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"send-message","buttons":"message-buttons","fields":["message-control"]},"children":[]}}
+{"op":"add","path":"/elements/message-success","value":{"type":"Callout","props":{"variant":"success","title":"Message ready to send","description":{"$template":"Your note for ${/person/name} has been prepared."}},"visible":{"$state":"/message/sent"},"children":[]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":"Send Maya a message","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-form","message-success"]}}
+{"op":"add","path":"/elements/directory-profile","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["profile-header","bio-card","message-card"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r4.txt
new file mode 100644
index 000000000..539282efc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-profile__r4.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"directory-profile"}
+{"op":"add","path":"/elements/directory-profile","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["profile-header","profile-details","message-card"]}}
+{"op":"add","path":"/elements/profile-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center"},"children":["profile-avatar","profile-identity"]}}
+{"op":"add","path":"/elements/profile-avatar","value":{"type":"Avatar","props":{"fallback":{"$state":"/person/initials"},"alt":{"$state":"/person/name"}},"children":[]}}
+{"op":"add","path":"/state/person","value":{"name":"Maya Chen","initials":"MC","role":"Director of Product Design","department":"Product & Design","bio":"Maya leads the product design team, helping turn complex customer needs into clear, thoughtful experiences. She partners closely with engineering and research and is passionate about inclusive, practical design."}}
+{"op":"add","path":"/elements/profile-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["person-name","person-role","person-department"]}}
+{"op":"add","path":"/elements/person-name","value":{"type":"Heading","props":{"text":{"$state":"/person/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/person-role","value":{"type":"TextContent","props":{"text":{"$state":"/person/role"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/person-department","value":{"type":"Badge","props":{"text":{"$state":"/person/department"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/profile-details","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bio-heading","person-bio"]}}
+{"op":"add","path":"/elements/bio-heading","value":{"type":"Heading","props":{"text":"About Maya","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/person-bio","value":{"type":"TextContent","props":{"text":{"$state":"/person/bio"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-heading","message-description","message-form"]}}
+{"op":"add","path":"/elements/message-heading","value":{"type":"Heading","props":{"text":{"$template":"Send ${/person/name} a message"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-description","value":{"type":"TextContent","props":{"text":"Your message will be delivered directly to Maya.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"send-message","fields":["message-field"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-field","value":{"type":"FormControl","props":{"label":"Message","hint":"Keep it concise and include any relevant context.","input":"message-input"},"children":[]}}
+{"op":"add","path":"/elements/message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Write a message to Maya…","rows":5,"value":{"$bindState":"/messageDraft"}},"children":[]}}
+{"op":"add","path":"/state/messageDraft","value":""}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["send-message-button"]},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r1.txt
new file mode 100644
index 000000000..09034bbdc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r1.txt
@@ -0,0 +1,19 @@
+{"op":"add","path":"/root","value":"morning-dashboard"}
+{"op":"add","path":"/elements/morning-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","revenue-summary","comparison-card","insight-callout"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/asOf"}},"children":[]}}
+{"op":"add","path":"/state/dashboard","value":{"asOf":"Tuesday, 10:42 AM · Today so far","todayRevenue":"$4,860","yesterdayRevenue":"$4,120","difference":"$740","percentChange":"+18.0%","status":"Ahead of yesterday"}} 
+{"op":"add","path":"/elements/revenue-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-context"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue so far today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/dashboard/todayRevenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-context","value":{"type":"TextContent","props":{"text":"Sales recorded from opening through 10:42 AM.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-heading","comparison-row","comparison-note"]}}
+{"op":"add","path":"/elements/comparison-heading","value":{"type":"Heading","props":{"text":"Compared with yesterday","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/comparison-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["comparison-amounts","comparison-badge"]}}
+{"op":"add","path":"/elements/comparison-amounts","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["difference-text","yesterday-text"]}}
+{"op":"add","path":"/elements/difference-text","value":{"type":"TextContent","props":{"text":{"$template":"${/dashboard/difference} more than this time yesterday"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-text","value":{"type":"TextContent","props":{"text":{"$template":"Yesterday by 10:42 AM: ${/dashboard/yesterdayRevenue}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comparison-badge","value":{"type":"Badge","props":{"text":{"$state":"/dashboard/percentChange"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/comparison-note","value":{"type":"TextContent","props":{"text":"Your store is pacing ahead of the same point yesterday.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/insight-callout","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/dashboard/status"},"description":"Keep the momentum going—your morning sales are stronger than yesterday’s pace."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r2.txt
new file mode 100644
index 000000000..f63b6901e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r2.txt
@@ -0,0 +1,22 @@
+{"op":"add","path":"/root","value":"morning-dashboard"}
+{"op":"add","path":"/elements/morning-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","revenue-summary","comparison-card","insight-callout"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Tuesday, August 18 · Check-in at ${/checkInTime}"}},"children":[]}}
+{"op":"add","path":"/state/checkInTime","value":"10:42 AM"}
+{"op":"add","path":"/elements/revenue-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["revenue-header","revenue-amount","revenue-progress","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue so far today","subtitle":{"$template":"Sales recorded through ${/checkInTime}"}},"children":[]}}
+{"op":"add","path":"/elements/revenue-amount","value":{"type":"TextContent","props":{"text":{"$template":"${/today/revenue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"revenue":"$2,847.50","sales":38,"targetProgress":57}}
+{"op":"add","path":"/elements/revenue-progress","value":{"type":"Progress","props":{"value":{"$state":"/today/targetProgress"},"label":"57% of today’s $5,000 target"},"children":[]}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"TextContent","props":{"text":{"$template":"${/today/sales} completed sales this morning"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/comparison-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["comparison-header","comparison-value","comparison-detail","comparison-tags"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"Compared with yesterday","subtitle":{"$template":"Same time yesterday: ${/yesterday/revenue}"}},"children":[]}}
+{"op":"add","path":"/elements/comparison-value","value":{"type":"TextContent","props":{"text":{"$template":"↑ ${/comparison/percent}% ahead"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/yesterday","value":{"revenue":"$2,315.00","sales":31}}
+{"op":"add","path":"/state/comparison","value":{"percent":23,"difference":"$532.50","salesDifference":7}}
+{"op":"add","path":"/elements/comparison-detail","value":{"type":"TextContent","props":{"text":{"$template":"That’s ${/comparison/difference} more revenue and ${/comparison/salesDifference} more sales than yesterday by 10:42 AM."}},"children":[]}}
+{"op":"add","path":"/elements/comparison-tags","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"children":["ahead-tag","sales-tag"]}}
+{"op":"add","path":"/elements/ahead-tag","value":{"type":"Tag","props":{"text":"Revenue up 23%","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/sales-tag","value":{"type":"Tag","props":{"text":"7 more sales","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/insight-callout","value":{"type":"Callout","props":{"variant":"success","title":"A strong start","description":"You’re ahead of yesterday’s pace. Keep an eye on the lunch rush to stay on track for today’s target."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r3.txt
new file mode 100644
index 000000000..b55289041
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r3.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"morning-dashboard"}
+{"op":"add","path":"/elements/morning-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","revenue-summary"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["greeting","timestamp"]}}
+{"op":"add","path":"/elements/greeting","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/timestamp","value":{"type":"TextContent","props":{"text":{"$template":"Tuesday, August 18 · Checked at ${/dashboard/checkedAt}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/dashboard","value":{"checkedAt":"10:42 AM","todayRevenue":"$3,842.60","yesterdayRevenue":"$3,215.40","difference":"$627.20","percentChange":"19.5%","comparisonTime":"10:42 AM"}} 
+{"op":"add","path":"/elements/revenue-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["revenue-header","revenue-amount","revenue-divider","comparison-row","positive-callout"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue so far today","subtitle":{"$template":"Sales recorded through ${/dashboard/comparisonTime}"}},"children":[]}}
+{"op":"add","path":"/elements/revenue-amount","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/todayRevenue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/comparison-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["comparison-label","yesterday-amount","difference-text"]}}
+{"op":"add","path":"/elements/comparison-label","value":{"type":"TextContent","props":{"text":{"$template":"Same time yesterday (${ /dashboard/comparisonTime })"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-amount","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/yesterdayRevenue"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/difference-text","value":{"type":"TextContent","props":{"text":{"$template":"Up ${/dashboard/difference} (${ /dashboard/percentChange }) compared with yesterday"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/positive-callout","value":{"type":"Callout","props":{"variant":"success","title":"A strong start to the day","description":{"$template":"You are ${/dashboard/percentChange} ahead of where you were at this time yesterday."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r4.txt
new file mode 100644
index 000000000..5149af05b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-revenue__r4.txt
@@ -0,0 +1,6 @@
+{"op":"add","path":"/root","value":"morning-dashboard"}
+{"op":"add","path":"/elements/morning-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","revenue-summary","comparison-card","insight-callout"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["greeting","date-label"]}}
+{"op":"add","path":"/elements/greeting","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/dateLabel"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/dashboard","value":{"dateLabel":"Tuesday, August 18 · 10:42 AM","todayRevenue":"$4,286.50","todayOrders":37,"yesterdayRevenue":"$3,742.10","changePercent":14.5,"comparisonTime":"10:42 AM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r1.txt
new file mode 100644
index 000000000..5fb854f7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r1.txt
@@ -0,0 +1,13 @@
+{"op":"add","path":"/root","value":"focus-view"}
+{"op":"add","path":"/elements/focus-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["focus-header","urgent-task-card"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Focus view","subtitle":"Your most urgent task, ready for action."},"children":[]}}
+{"op":"add","path":"/elements/urgent-task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["urgent-label","task-title","task-description","deadline-callout","status-row","done-button"]}}
+{"op":"add","path":"/elements/urgent-label","value":{"type":"Tag","props":{"text":"Most urgent","variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"id":"task-001","title":"Send the Q3 client proposal","description":"Review final pricing, attach the scope document, and email the proposal to Northstar Labs.","deadline":"Today, 4:00 PM","status":"In progress","completed":false}}
+{"op":"add","path":"/elements/task-description","value":{"type":"TextContent","props":{"text":{"$state":"/task/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$state":"/task/deadline"}},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$cond":{"$state":"/task/completed"},"$then":"Done","$else":{"$state":"/task/status"}},"variant":{"$cond":{"$state":"/task/completed"},"$then":"default","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/completed"},"$then":"Completed","$else":"Mark as done"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r2.txt
new file mode 100644
index 000000000..0b4cd7f0f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r2.txt
@@ -0,0 +1,9 @@
+{"op":"add","path":"/root","value":"focus-view"}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"id":"task-urgent-1","title":"Send final client proposal","deadline":"Today, 4:00 PM","status":"In progress","completed":false}}
+{"op":"add","path":"/elements/task-deadline","value":{"type":"TextContent","props":{"text":{"$template":"Deadline: ${/task/deadline}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/task-status","value":{"type":"Tag","props":{"text":{"$state":"/task/status"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m"},"children":["task-deadline","task-status"]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/completed"},"$then":"Completed","$else":"Mark as done"},"variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/completed-message","value":{"type":"Callout","props":{"variant":"success","title":"Task completed","description":"Great work — this urgent task is now marked done."},"visible":{"$state":"/task/completed"},"children":[]}}
+{"op":"add","path":"/elements/focus-view","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["task-title","status-row","done-button","completed-message"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r3.txt
new file mode 100644
index 000000000..99acc2539
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r3.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"focus-view"}
+{"op":"add","path":"/elements/focus-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["focus-header","urgent-task-card"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["focus-title","focus-subtitle"]}}
+{"op":"add","path":"/elements/focus-title","value":{"type":"Heading","props":{"text":"Focus","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/focus-subtitle","value":{"type":"TextContent","props":{"text":"Your most urgent task, ready for your full attention.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l","align":"stretch"},"children":["urgent-label","task-title","deadline-callout","status-row","task-actions"]}}
+{"op":"add","path":"/elements/urgent-label","value":{"type":"Tag","props":{"text":"MOST URGENT","variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Send the revised project proposal","deadline":"Today at 4:00 PM","status":"In progress","completed":false}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$template":"${/task/deadline} — prioritize this before anything else."}},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/task/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/task-actions","value":{"type":"Buttons","props":{"buttons":["mark-done-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/mark-done-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/task/completed"},"$then":"Task completed","$else":"Mark as done"},"variant":"primary","type":"normal","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r4.txt
new file mode 100644
index 000000000..902365fdb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-task__r4.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"focus-view"}
+{"op":"add","path":"/elements/focus-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["focus-header","urgent-task-card"]}}
+{"op":"add","path":"/elements/focus-header","value":{"type":"CardHeader","props":{"title":"Focus","subtitle":"Your most urgent task, right now"},"children":[]}}
+{"op":"add","path":"/elements/urgent-task-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"stretch"},"children":["urgent-label","task-title","deadline-callout","status-row","done-button"]}}
+{"op":"add","path":"/elements/urgent-label","value":{"type":"Tag","props":{"text":"Most urgent","variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/task-title","value":{"type":"Heading","props":{"text":{"$state":"/task/title"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/task","value":{"title":"Send the revised project proposal","deadline":"Today at 4:00 PM","status":"In progress","completed":false}}
+{"op":"add","path":"/elements/deadline-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Deadline","description":{"$state":"/task/deadline"}},"children":[]}}
+{"op":"add","path":"/elements/status-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["status-label","status-badge"]}}
+{"op":"add","path":"/elements/status-label","value":{"type":"TextContent","props":{"text":"Current status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/status-badge","value":{"type":"Badge","props":{"text":{"$state":"/task/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/done-button","value":{"type":"Button","props":{"label":"Mark as done","variant":"primary","type":"normal","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/task/completed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r1.txt
new file mode 100644
index 000000000..fe6070e91
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r1.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["status-header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live reliability overview for the platform team.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API uptime","subtitle":"Current month"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/apiUptime}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.98}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"The API is operating normally.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-status","incident-summary"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most recent incident","subtitle":{"$template":"Resolved ${/recentIncident/resolvedAt}"}},"children":[]}}
+{"op":"add","path":"/state/recentIncident","value":{"title":"Elevated API latency","summary":"Between 09:12 and 09:34 UTC, a database connection pool saturation caused elevated response times for a subset of API requests. Capacity was increased and traffic normalized.","resolvedAt":"August 17, 2026 at 09:34 UTC","status":"Resolved"}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Badge","props":{"text":{"$state":"/recentIncident/status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incident-summary","value":{"type":"TextContent","props":{"text":{"$state":"/recentIncident/summary"},"size":"default"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r2.txt
new file mode 100644
index 000000000..c82a2a881
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r2.txt
@@ -0,0 +1,17 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["status-header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Current service health for the platform team.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API uptime this month","subtitle":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/apiUptime}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.98}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"The API is operating normally.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-status","incident-summary","incident-resolved"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most recent incident","subtitle":"Resolved"},"children":[]}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Badge","props":{"text":"Resolved","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incident-summary","value":{"type":"TextContent","props":{"text":{"$state":"/recentIncident/note"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/recentIncident","value":{"note":"Elevated API error rates affected a subset of requests after a configuration rollout. The change was rolled back and service performance returned to normal.","resolvedAt":"August 14, 2026 at 16:42 UTC"}}
+{"op":"add","path":"/elements/incident-resolved","value":{"type":"TextCallout","props":{"variant":"success","title":"Incident resolved","description":{"$template":"Resolved on ${/recentIncident/resolvedAt}."}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r3.txt
new file mode 100644
index 000000000..5fabaa48c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r3.txt
@@ -0,0 +1,16 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["status-header","uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live reliability and incident updates for the platform team.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["uptime-header","uptime-value","uptime-progress","uptime-note"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"API uptime this month","subtitle":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/apiUptime}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.98}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly API availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-note","value":{"type":"TextContent","props":{"text":"Availability is measured across the public API gateway and core request processing.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-alert","incident-details"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most recent incident","subtitle":"Resolved"},"children":[]}}
+{"op":"add","path":"/elements/incident-alert","value":{"type":"Alert","props":{"variant":"success","title":{"$state":"/recentIncident/title"},"description":{"$template":"Resolved ${/recentIncident/resolvedAt}"},"children":[]}}
+{"op":"add","path":"/state/recentIncident","value":{"title":"Elevated API latency in the US-East region","resolvedAt":"August 17, 2026 at 14:42 UTC","note":"A database connection pool saturation caused intermittent latency for a subset of API requests. Capacity was increased and traffic was rebalanced; service has remained stable since resolution."}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"TextCallout","props":{"variant":"info","title":"Incident summary","description":{"$state":"/recentIncident/note"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r4.txt
new file mode 100644
index 000000000..d743da986
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-uptime__r4.txt
@@ -0,0 +1,15 @@
+{"op":"add","path":"/root","value":"status-page"}
+{"op":"add","path":"/elements/status-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["status-header","api-uptime-card","incident-card"]}}
+{"op":"add","path":"/elements/status-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Platform Status","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live reliability overview for the platform team.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/api-uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["api-uptime-header","api-uptime-value","api-uptime-progress"]}}
+{"op":"add","path":"/elements/api-uptime-header","value":{"type":"CardHeader","props":{"title":"API uptime this month","subtitle":"Measured from August 1 through today"},"children":[]}}
+{"op":"add","path":"/elements/api-uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/apiUptime}% uptime"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/apiUptime","value":99.98}
+{"op":"add","path":"/elements/api-uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/apiUptime"},"label":"Monthly availability"},"children":[]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-header","incident-status","incident-note"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Most recent incident","subtitle":"Latest platform incident update"},"children":[]}}
+{"op":"add","path":"/elements/incident-status","value":{"type":"Callout","props":{"variant":"success","title":{"$state":"/recentIncident/title"},"description":{"$template":"Resolved ${/recentIncident/resolvedAt}"},"children":[]}}
+{"op":"add","path":"/state/recentIncident","value":{"title":"API elevated error rates","resolvedAt":"August 16, 2026 at 14:42 UTC","note":"A database connection pool saturation caused intermittent 502 responses for approximately 11 minutes. Capacity was increased and connection limits were tuned; all API services have remained stable since resolution."}}
+{"op":"add","path":"/elements/incident-note","value":{"type":"TextCallout","props":{"variant":"neutral","title":"Incident note","description":{"$state":"/recentIncident/note"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r1.txt
new file mode 100644
index 000000000..b27347719
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r1.txt
@@ -0,0 +1,34 @@
+{"op":"add","path":"/root","value":"weather-brief"}
+{"op":"add","path":"/elements/weather-brief","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["brief-header","current-weather","forecast-section","sun-times"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Good morning, Bengaluru","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Tuesday, August 18 · Updated ${/weather/updatedAt}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"updatedAt":"7:15 AM","city":"Bengaluru","temperature":"22°C","condition":"Partly cloudy","feelsLike":"Feels like 23°C","humidity":"78%","wind":"9 km/h · WSW","high":"27°C","low":"20°C","sunrise":"6:06 AM","sunset":"6:42 PM"}}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-header","temperature-row","current-details","current-note"]}}
+{"op":"add","path":"/elements/current-header","value":{"type":"CardHeader","props":{"title":{"$state":"/weather/city"},"subtitle":"Current conditions"},"children":[]}}
+{"op":"add","path":"/elements/temperature-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["temperature","condition-badge"]}}
+{"op":"add","path":"/elements/temperature","value":{"type":"TextContent","props":{"text":{"$state":"/weather/temperature"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/condition-badge","value":{"type":"Badge","props":{"text":{"$state":"/weather/condition"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/current-details","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/feelsLike} · Humidity ${/weather/humidity} · Wind ${/weather/wind}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/current-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Morning outlook","description":{"$template":"A mild start with a high near ${/weather/high}. Keep a light umbrella handy later today."}},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["forecast-heading","forecast-list"]}}
+{"op":"add","path":"/elements/forecast-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day"]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"Light rain","high":"26°C","low":"20°C","rain":"55% chance of rain"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"Cloudy","high":"27°C","low":"20°C","rain":"25% chance of rain"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"Partly sunny","high":"28°C","low":"21°C","rain":"10% chance of rain"}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["forecast-day-name","forecast-condition","forecast-temps","forecast-rain"]}}
+{"op":"add","path":"/elements/forecast-day-name","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"Badge","props":{"text":{"$item":"condition"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temps","value":{"type":"TextContent","props":{"text":{"$template":"${high} / ${low}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-rain","value":{"type":"TextContent","props":{"text":{"$item":"rain"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["sun-heading","sun-row"]}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sunrise & sunset","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sun-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"l"},"children":["sunrise-card","sunset-card"]}}
+{"op":"add","path":"/elements/sunrise-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/weather/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-card","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/weather/sunset"},"size":"large-heavy"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r2.txt
new file mode 100644
index 000000000..7f7f8668f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r2.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"weather-brief"}
+{"op":"add","path":"/elements/weather-brief","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["brief-header","current-weather-card","outlook-section","sun-card"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["brief-title","brief-subtitle"]}}
+{"op":"add","path":"/elements/brief-title","value":{"type":"Heading","props":{"text":"Good morning, Bengaluru","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/brief-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/briefDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/briefDate","value":"Tuesday, 18 August • Your morning weather brief"}
+{"op":"add","path":"/elements/current-weather-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-header","current-temp","current-condition","current-details"]}}
+{"op":"add","path":"/elements/current-header","value":{"type":"CardHeader","props":{"title":"Current conditions","subtitle":{"$state":"/current/location"}},"children":[]}}
+{"op":"add","path":"/state/current","value":{"location":"Bengaluru, Karnataka","temperature":"22°C","condition":"Partly cloudy with a gentle breeze","feelsLike":"Feels like 22°C","humidity":"78% humidity","wind":"Wind ESE 11 km/h"}}
+{"op":"add","path":"/elements/current-temp","value":{"type":"TextContent","props":{"text":{"$state":"/current/temperature"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$state":"/current/condition"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/current-details","value":{"type":"TagBlock","props":{"tags":[{"$state":"/current/feelsLike"},{"$state":"/current/humidity"},{"$state":"/current/wind"}]},"children":[]}}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["outlook-heading","forecast-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Three-day outlook","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["forecast-day-name","forecast-summary"]}}
+{"op":"add","path":"/elements/forecast-day-name","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["forecast-date","forecast-condition"]}}
+{"op":"add","path":"/elements/forecast-date","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["forecast-temp","forecast-rain"]}}
+{"op":"add","path":"/elements/forecast-temp","value":{"type":"TextContent","props":{"text":{"$template":"${high}° / ${low}°"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-rain","value":{"type":"Tag","props":{"text":{"$template":"Rain ${rain}%"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"Cloudy intervals","high":27,"low":20,"rain":20}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"Afternoon showers","high":26,"low":20,"rain":55}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"Mostly sunny","high":28,"low":19,"rain":10}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["sun-heading","sun-times"]}}
+{"op":"add","path":"/elements/sun-heading","value":{"type":"Heading","props":{"text":"Sunrise & sunset","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","gap":"l"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/sunrise","value":"6:07 AM"}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sunset"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/sunset","value":"6:43 PM"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r3.txt
new file mode 100644
index 000000000..727580f58
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r3.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"weather-brief"}
+{"op":"add","path":"/elements/weather-brief","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["brief-header","current-weather","outlook-section","sun-section"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["brief-title","brief-subtitle"]}}
+{"op":"add","path":"/elements/brief-title","value":{"type":"Heading","props":{"text":"Good morning, Bengaluru","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/brief-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/briefDate"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/briefDate","value":"Tuesday, 18 August · Your morning weather brief"}
+{"op":"add","path":"/elements/current-weather","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-header","current-temp-row","current-detail","current-note"]}}
+{"op":"add","path":"/elements/current-header","value":{"type":"CardHeader","props":{"title":"Right now","subtitle":{"$state":"/current/location"}},"children":[]}}
+{"op":"add","path":"/state/current","value":{"location":"Bengaluru, Karnataka","temperature":"22°C","condition":"Partly cloudy","feelsLike":"Feels like 21°C","humidity":"78% humidity","wind":"Wind ESE 11 km/h","note":"A cool, calm start. Light clouds will give way to brighter skies by late morning."}}
+{"op":"add","path":"/elements/current-temp-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center"},"children":["current-temperature","current-condition"]}}
+{"op":"add","path":"/elements/current-temperature","value":{"type":"TextContent","props":{"text":{"$state":"/current/temperature"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["condition-tag","feels-like"]}}
+{"op":"add","path":"/elements/condition-tag","value":{"type":"Tag","props":{"text":{"$state":"/current/condition"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/feels-like","value":{"type":"TextContent","props":{"text":{"$state":"/current/feelsLike"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/current/humidity} · ${/current/wind}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/current-note","value":{"type":"Callout","props":{"variant":"info","title":"Morning takeaway","description":{"$state":"/current/note"}},"children":[]}}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["outlook-heading","forecast-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"3-day outlook","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-card"]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"Mostly sunny","high":"28°C","low":"19°C","rain":"10% chance of rain","note":"Warm afternoon with gentle breezes."}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"Cloudy intervals","high":"27°C","low":"20°C","rain":"25% chance of rain","note":"Cloud cover builds later in the day."}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"Light showers","high":"25°C","low":"20°C","rain":"60% chance of rain","note":"Keep an umbrella handy for the commute."}}
+{"op":"add","path":"/elements/forecast-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["forecast-main","forecast-temperature","forecast-rain"]}}
+{"op":"add","path":"/elements/forecast-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["forecast-day","forecast-condition","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"Tag","props":{"text":{"$item":"condition"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"TextContent","props":{"text":{"$item":"note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temperature","value":{"type":"TextContent","props":{"text":{"$template":"High ${high} · Low ${low}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-rain","value":{"type":"Badge","props":{"text":{"$item":"rain"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/sun-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sun-header","sun-times"]}}
+{"op":"add","path":"/elements/sun-header","value":{"type":"CardHeader","props":{"title":"Sunrise & sunset","subtitle":"Bengaluru today"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","justify":"around","align":"center"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/sun","value":{"sunrise":"6:05 AM","sunset":"6:43 PM"}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/sun/sunset"},"size":"large-heavy"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r4.txt
new file mode 100644
index 000000000..096c2cd5e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b1-weather__r4.txt
@@ -0,0 +1,35 @@
+{"op":"add","path":"/root","value":"weather-brief"}
+{"op":"add","path":"/elements/weather-brief","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["brief-header","current-weather-card","outlook-section","sun-card"]}}
+{"op":"add","path":"/elements/brief-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["brief-title","brief-subtitle"]}}
+{"op":"add","path":"/elements/brief-title","value":{"type":"Heading","props":{"text":"Good morning, Bengaluru","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/brief-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Tuesday, 18 August · Updated ${/weather/updated}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"updated":"7:15 AM","current":{"temperature":"22°C","condition":"Partly cloudy","feelsLike":"Feels like 23°C","humidity":"78%","wind":"SW 11 km/h"},"sun":{"sunrise":"6:08 AM","sunset":"6:42 PM"}}}
+{"op":"add","path":"/elements/current-weather-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["current-header","current-temperature","current-condition","current-details"]}}
+{"op":"add","path":"/elements/current-header","value":{"type":"CardHeader","props":{"title":"Current conditions","subtitle":"Bengaluru, Karnataka"},"children":[]}}
+{"op":"add","path":"/elements/current-temperature","value":{"type":"TextContent","props":{"text":{"$state":"/weather/current/temperature"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-condition","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/current/condition} · ${/weather/current/feelsLike}"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/current-details","value":{"type":"TagBlock","props":{"tags":[{"$template":"Humidity ${/weather/current/humidity}"},{"$template":"Wind ${/weather/current/wind}"}]},"children":[]}}
+{"op":"add","path":"/elements/outlook-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["outlook-heading","forecast-list"]}}
+{"op":"add","path":"/elements/outlook-heading","value":{"type":"Heading","props":{"text":"Next three days","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/forecast-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/forecast","key":"id"},"children":["forecast-day-card"]}}
+{"op":"add","path":"/state/forecast","value":[]}
+{"op":"add","path":"/state/forecast/0","value":{"id":"wed","day":"Wednesday","condition":"Light rain","high":"26°C","low":"20°C","rain":"60% chance of rain"}}
+{"op":"add","path":"/state/forecast/1","value":{"id":"thu","day":"Thursday","condition":"Cloudy with sunny breaks","high":"27°C","low":"20°C","rain":"25% chance of rain"}}
+{"op":"add","path":"/state/forecast/2","value":{"id":"fri","day":"Friday","condition":"Partly cloudy","high":"28°C","low":"21°C","rain":"15% chance of rain"}}
+{"op":"add","path":"/elements/forecast-day-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["forecast-day-info","forecast-temp-info"]}}
+{"op":"add","path":"/elements/forecast-day-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["forecast-day","forecast-condition","forecast-rain"]}}
+{"op":"add","path":"/elements/forecast-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-condition","value":{"type":"TextContent","props":{"text":{"$item":"condition"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/forecast-rain","value":{"type":"TextContent","props":{"text":{"$item":"rain"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/forecast-temp-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["forecast-high","forecast-low"]}}
+{"op":"add","path":"/elements/forecast-high","value":{"type":"TextContent","props":{"text":{"$template":"High ${high}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/forecast-low","value":{"type":"TextContent","props":{"text":{"$template":"Low ${low}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/sun-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["sun-header","sun-times"]}}
+{"op":"add","path":"/elements/sun-header","value":{"type":"CardHeader","props":{"title":"Sun schedule","subtitle":"Plan your daylight hours"},"children":[]}}
+{"op":"add","path":"/elements/sun-times","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","justify":"around"},"children":["sunrise-block","sunset-block"]}}
+{"op":"add","path":"/elements/sunrise-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunrise-label","sunrise-time"]}}
+{"op":"add","path":"/elements/sunrise-label","value":{"type":"TextContent","props":{"text":"Sunrise","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunrise-time","value":{"type":"TextContent","props":{"text":{"$state":"/weather/sun/sunrise"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["sunset-label","sunset-time"]}}
+{"op":"add","path":"/elements/sunset-label","value":{"type":"TextContent","props":{"text":"Sunset","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sunset-time","value":{"type":"TextContent","props":{"text":{"$state":"/weather/sun/sunset"},"size":"large-heavy"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r1.txt
new file mode 100644
index 000000000..03957aae3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r1.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","month-selector","summary-card","category-section","largest-expense-card","add-expense-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["page-title","month-badge"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/month-badge","value":{"type":"Badge","props":{"text":{"$state":"/selectedMonthLabel"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"August 2026"}
+{"op":"add","path":"/elements/month-selector","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["month-selector-header","month-control"]}}
+{"op":"add","path":"/elements/month-selector-header","value":{"type":"CardHeader","props":{"title":"View a different month","subtitle":"Choose the period you want to review."},"children":[]}}
+{"op":"add","path":"/elements/month-control","value":{"type":"Select","props":{"name":"month","placeholder":"Select month","items":["month-july","month-august","month-september"],"value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-august","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-september","value":{"type":"SelectItem","props":{"value":"2026-09","label":"September 2026"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-08"}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-header","budget-progress","summary-details"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Monthly spending","subtitle":{"$template":"${/summary/spentFormatted} spent of ${/summary/budgetFormatted} budget"}},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spentFormatted":"$2,184.50","budgetFormatted":"$3,000.00","remainingFormatted":"$815.50","percentUsed":73}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/percentUsed"},"label":{"$template":"${/summary/percentUsed}% of budget used"}},"children":[]}}
+{"op":"add","path":"/elements/summary-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["remaining-label","remaining-value"]}}
+{"op":"add","path":"/elements/remaining-label","value":{"type":"TextContent","props":{"text":"Remaining this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/remaining-value","value":{"type":"TextContent","props":{"text":{"$state":"/summary/remainingFormatted"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-chart","category-list"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by category","subtitle":"How your expenses are split this month."},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryChart/labels"},"values":{"$state":"/categoryChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryChart","value":{"labels":["Housing","Food & dining","Transport","Utilities","Entertainment"],"values":[1200,412.75,245.4,198.35,128]}}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"$1,200.00","share":"55%"}}
+{"op":"add","path":"/state/categories/1","value":{"id":"food","name":"Food & dining","amount":"$412.75","share":"19%"}}
+{"op":"add","path":"/state/categories/2","value":{"id":"transport","name":"Transport","amount":"$245.40","share":"11%"}}
+{"op":"add","path":"/state/categories/3","value":{"id":"utilities","name":"Utilities","amount":"$198.35","share":"9%"}}
+{"op":"add","path":"/state/categories/4","value":{"id":"entertainment","name":"Entertainment","amount":"$128.00","share":"6%"}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${share}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-expense-header","largest-expense-callout","largest-expense-details"]}}
+{"op":"add","path":"/elements/largest-expense-header","value":{"type":"CardHeader","props":{"title":"Largest expense","subtitle":"Your biggest single transaction this month."},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${/largestExpense/merchant} — ${/largestExpense/amount}"},"description":{"$template":"${/largestExpense/category} · ${/largestExpense/date}"}},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Oakwood Apartments","amount":"$1,200.00","category":"Housing","date":"August 1, 2026","note":"Monthly rent payment"}}
+{"op":"add","path":"/elements/largest-expense-details","value":{"type":"TextContent","props":{"text":{"$state":"/largestExpense/note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-expense-header","expense-form"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":"Record a new purchase for August 2026."},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"add-expense","fields":["merchant-control","amount-control","category-control","date-control","note-control"],"buttons":"expense-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/merchant-control","value":{"type":"FormControl","props":{"label":"Merchant or description","hint":"Example: Corner Market","input":"merchant-input"},"children":[]}}
+{"op":"add","path":"/elements/merchant-input","value":{"type":"Input","props":{"name":"merchant","placeholder":"What did you buy?","type":"text","value":{"$bindState":"/newExpense/merchant"}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"merchant":"","amount":"","category":"","date":[],"note":""}}
+{"op":"add","path":"/elements/amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"amount-input"},"children":[]}}
+{"op":"add","path":"/elements/amount-input","value":{"type":"Input","props":{"name":"amount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expense-category","placeholder":"Choose a category","items":["expense-cat-housing","expense-cat-food","expense-cat-transport","expense-cat-utilities","expense-cat-entertainment"],"value":{"$bindState":"/newExpense/category"}},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-food","value":{"type":"SelectItem","props":{"value":"Food & dining","label":"Food & dining"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/date-control","value":{"type":"FormControl","props":{"label":"Expense date","input":"expense-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expense-date","mode":"single","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/note-control","value":{"type":"FormControl","props":{"label":"Note (optional)","input":"expense-note-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-note-input","value":{"type":"TextArea","props":{"name":"expense-note","placeholder":"Add a note","rows":3,"value":{"$bindState":"/newExpense/note"}},"children":[]}}
+{"op":"add","path":"/elements/expense-form-buttons","value":{"type":"Buttons","props":{"buttons":["save-expense-button","cancel-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","merchant":{"$state":"/newExpense/merchant"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"},"note":{"$state":"/newExpense/note"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-1","merchant":"Oakwood Apartments","amount":"1200.00","category":"Housing","date":["2026-08-01"],"note":"Monthly rent payment"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-2","merchant":"Fresh Table Market","amount":"86.42","category":"Food & dining","date":["2026-08-14"],"note":"Weekly groceries"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-3","merchant":"Metro Transit","amount":"62.00","category":"Transport","date":["2026-08-08"],"note":"Monthly transit pass"}}
+{"op":"add","path":"/elements/cancel-expense-button","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","type":"normal","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newExpense","value":{"merchant":"","amount":"","category":"","date":[],"note":""}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r2.txt
new file mode 100644
index 000000000..03114726e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r2.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["budget-header","month-controls","summary-card","category-section","largest-expense-card","add-expense-form"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["budget-title","budget-subtitle"]}}
+{"op":"add","path":"/elements/budget-title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/budget-subtitle","value":{"type":"TextContent","props":{"text":"Review your monthly spending, spot trends, and add new expenses.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["month-picker-control","month-status"]}}
+{"op":"add","path":"/elements/month-picker-control","value":{"type":"FormControl","props":{"label":"Viewing month","hint":"Choose a month to review","input":"month-picker"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"DatePicker","props":{"name":"budgetMonth","mode":"single","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":["2026-08-01"]}
+{"op":"add","path":"/elements/month-status","value":{"type":"Tag","props":{"text":{"$template":"Budget period: ${/selectedMonthLabel}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"August 2026"}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-header","budget-progress","summary-details"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Monthly spending","subtitle":{"$template":"${/selectedMonthLabel} overview"}},"children":[]}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/budgetPercent"},"label":{"$template":"$${/totalSpent} spent of $${/monthlyBudget} budget"}},"children":[]}}
+{"op":"add","path":"/state/totalSpent","value":1874.5}
+{"op":"add","path":"/state/monthlyBudget","value":2500}
+{"op":"add","path":"/state/budgetPercent","value":75}
+{"op":"add","path":"/elements/summary-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","wrap":true},"children":["remaining-budget","daily-average"]}}
+{"op":"add","path":"/elements/remaining-budget","value":{"type":"TextContent","props":{"text":{"$template":"**Remaining:** $${/remainingBudget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/remainingBudget","value":625.5}
+{"op":"add","path":"/elements/daily-average","value":{"type":"TextContent","props":{"text":{"$template":"Daily average: $${/dailyAverage}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/dailyAverage","value":104.14}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-chart","category-list"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by category","subtitle":"Where your money went this month"}},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Groceries","Dining","Transport","Utilities","Entertainment"]}
+{"op":"add","path":"/state/categoryValues","value":[850,312.4,248.6,190,173.5,100]}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$template":"${name}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"Tag","props":{"text":{"$template":"$${amount}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"850.00"}}
+{"op":"add","path":"/state/categories/1","value":{"id":"groceries","name":"Groceries","amount":"312.40"}}
+{"op":"add","path":"/state/categories/2","value":{"id":"dining","name":"Dining","amount":"248.60"}}
+{"op":"add","path":"/state/categories/3","value":{"id":"transport","name":"Transport","amount":"190.00"}}
+{"op":"add","path":"/state/categories/4","value":{"id":"utilities","name":"Utilities","amount":"173.50"}}
+{"op":"add","path":"/state/categories/5","value":{"id":"entertainment","name":"Entertainment","amount":"100.00"}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-expense-header","largest-expense-alert","largest-expense-detail"]}}
+{"op":"add","path":"/elements/largest-expense-header","value":{"type":"CardHeader","props":{"title":"Largest expense","subtitle":"Your biggest single purchase this month"}},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-alert","value":{"type":"Alert","props":{"title":{"$template":"${/largestExpense/merchant} — $${/largestExpense/amount}"},"description":{"$template":"${/largestExpense/category} on ${/largestExpense/date}"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"Riverside Apartments","amount":"850.00","category":"Housing","date":"August 1, 2026","note":"Monthly rent payment"}}
+{"op":"add","path":"/elements/largest-expense-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense/note}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"addExpense","buttons":"expense-form-buttons","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"]},"children":[]}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense name","input":"expense-name-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expenseName","placeholder":"e.g. Coffee with team","type":"text","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"","date":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"expense-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expenseAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expenseCategory","placeholder":"Select a category","items":["category-option-housing","category-option-groceries","category-option-dining","category-option-transport","category-option-utilities","category-option-entertainment"],"value":{"$bindState":"/newExpense/category"}},"children":[]}}
+{"op":"add","path":"/elements/category-option-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/category-option-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/category-option-dining","value":{"type":"SelectItem","props":{"value":"Dining","label":"Dining"},"children":[]}}
+{"op":"add","path":"/elements/category-option-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/category-option-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/category-option-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expenseDate","mode":"single","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/expense-form-buttons","value":{"type":"Buttons","props":{"buttons":["add-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-001","name":"Monthly rent","amount":"850.00","category":"Housing","date":"2026-08-01"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-002","name":"Market groceries","amount":"126.45","category":"Groceries","date":"2026-08-14"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-003","name":"Train pass","amount":"95.00","category":"Transport","date":"2026-08-03"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r3.txt
new file mode 100644
index 000000000..c75f1ba2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r3.txt
@@ -0,0 +1,78 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["budget-header","month-controls","summary-card","category-section","largest-expense-card","add-expense-section"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["budget-title","budget-subtitle"]}}
+{"op":"add","path":"/elements/budget-title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/budget-subtitle","value":{"type":"TextContent","props":{"text":"Review your monthly spending, spot trends, and log new expenses.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["month-picker-control","month-picker","month-note"]}}
+{"op":"add","path":"/elements/month-picker-control","value":{"type":"FormControl","props":{"label":"Viewing month","input":"month-picker","hint":"Choose a month to review its budget."},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Select","props":{"name":"selectedMonth","items":["month-july","month-august","month-september"],"placeholder":"Select a month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-08"}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-august","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-september","value":{"type":"SelectItem","props":{"value":"2026-09","label":"September 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-note","value":{"type":"TextContent","props":{"text":{"$template":"Current view: ${/selectedMonth}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-header","budget-progress","summary-details","budget-status"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"This month's spending","subtitle":{"$template":"${/monthLabel} budget overview"}},"children":[]}}
+{"op":"add","path":"/state/monthLabel","value":"August 2026"}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/budgetProgress"},"label":{"$template":"$${/totalSpent} spent of $${/monthlyBudget}"}},"children":[]}}
+{"op":"add","path":"/state/budgetProgress","value":73}
+{"op":"add","path":"/state/totalSpent","value":1834.5}
+{"op":"add","path":"/state/monthlyBudget","value":2500}
+{"op":"add","path":"/elements/summary-details","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","justify":"between","wrap":true},"children":["spent-detail","remaining-detail"]}}
+{"op":"add","path":"/elements/spent-detail","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["spent-label","spent-value"]}}
+{"op":"add","path":"/elements/spent-label","value":{"type":"TextContent","props":{"text":"Total spent","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/spent-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/totalSpent}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/remaining-detail","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["remaining-label","remaining-value"]}}
+{"op":"add","path":"/elements/remaining-label","value":{"type":"TextContent","props":{"text":"Remaining","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/remaining-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/remainingBudget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/remainingBudget","value":665.5}
+{"op":"add","path":"/elements/budget-status","value":{"type":"Callout","props":{"variant":"success","title":"On track","description":{"$template":"You have $${/remainingBudget} left to spend this month."}},"children":[]}}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-chart","category-list"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by category","subtitle":"Where your money went this month"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categoryLabels"},"values":{"$state":"/categoryValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categoryLabels","value":["Housing","Groceries","Transport","Dining","Utilities","Entertainment"]}
+{"op":"add","path":"/state/categoryValues","value":[900,312.4,185.6,156.5,140,140]}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/categories","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/state/categories","value":[]}
+{"op":"add","path":"/state/categories/0","value":{"id":"housing","name":"Housing","amount":"900.00","share":"49%"}}
+{"op":"add","path":"/state/categories/1","value":{"id":"groceries","name":"Groceries","amount":"312.40","share":"17%"}}
+{"op":"add","path":"/state/categories/2","value":{"id":"transport","name":"Transport","amount":"185.60","share":"10%"}}
+{"op":"add","path":"/state/categories/3","value":{"id":"dining","name":"Dining","amount":"156.50","share":"9%"}}
+{"op":"add","path":"/state/categories/4","value":{"id":"utilities","name":"Utilities","amount":"140.00","share":"8%"}}
+{"op":"add","path":"/state/categories/5","value":{"id":"entertainment","name":"Entertainment","amount":"140.00","share":"8%"}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${share}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-expense-header","largest-expense-content"]}}
+{"op":"add","path":"/elements/largest-expense-header","value":{"type":"CardHeader","props":{"title":"Largest expense","subtitle":"Your biggest single purchase this month"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-content","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["largest-expense-info","largest-expense-amount"]}}
+{"op":"add","path":"/elements/largest-expense-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["largest-expense-name","largest-expense-meta","largest-expense-tag"]}}
+{"op":"add","path":"/elements/largest-expense-name","value":{"type":"TextContent","props":{"text":{"$state":"/largestExpense/name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-meta","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense/category} · ${/largestExpense/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-tag","value":{"type":"Tag","props":{"text":"Largest transaction","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/largest-expense-amount","value":{"type":"TextContent","props":{"text":{"$template":"$${/largestExpense/amount}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"name":"August rent","category":"Housing","date":"Aug 1, 2026","amount":"900.00"}}
+{"op":"add","path":"/elements/add-expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-expense-header","add-expense-form"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":"Record a purchase to keep your budget current."},"children":[]}}
+{"op":"add","path":"/elements/add-expense-form","value":{"type":"Form","props":{"name":"addExpense","buttons":"add-expense-buttons","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"]},"children":[]}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense name","input":"expense-name-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expenseName","placeholder":"e.g. Coffee with Sam","type":"text","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"","date":[]}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"expense-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expenseAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expenseCategory","items":["expense-cat-housing","expense-cat-groceries","expense-cat-transport","expense-cat-dining","expense-cat-utilities","expense-cat-entertainment"],"placeholder":"Choose a category","value":{"$bindState":"/newExpense/category"}},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-dining","value":{"type":"SelectItem","props":{"value":"Dining","label":"Dining"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-utilities","value":{"type":"SelectItem","props":{"value":"Utilities","label":"Utilities"},"children":[]}}
+{"op":"add","path":"/elements/expense-cat-entertainment","value":{"type":"SelectItem","props":{"value":"Entertainment","label":"Entertainment"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-picker","value":{"type":"DatePicker","props":{"name":"expenseDate","mode":"single","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/add-expense-buttons","value":{"type":"Buttons","props":{"buttons":["add-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","type":"normal","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"exp-001","name":"August rent","amount":"900.00","category":"Housing","date":"2026-08-01"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"exp-002","name":"Weekly groceries","amount":"124.80","category":"Groceries","date":"2026-08-14"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"exp-003","name":"Train pass","amount":"96.00","category":"Transport","date":"2026-08-03"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r4.txt
new file mode 100644
index 000000000..39bf94794
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-budget__r4.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"budget-screen"}
+{"op":"add","path":"/elements/budget-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["budget-header","month-controls","summary-card","category-section","largest-expense-card","add-expense-section"]}}
+{"op":"add","path":"/elements/budget-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["budget-title","budget-subtitle"]}}
+{"op":"add","path":"/elements/budget-title","value":{"type":"Heading","props":{"text":"Personal budget check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/budget-subtitle","value":{"type":"TextContent","props":{"text":"A clear view of where your money went this month.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["month-picker-control","month-picker","month-note"]}}
+{"op":"add","path":"/elements/month-picker-control","value":{"type":"FormControl","props":{"label":"Review month","input":"month-picker","hint":"Choose a month to review spending."},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Input","props":{"name":"budgetMonth","type":"text","placeholder":"August 2026","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"August 2026"}
+{"op":"add","path":"/elements/month-note","value":{"type":"TextContent","props":{"text":{"$template":"Showing activity for ${/selectedMonth}."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["summary-header","spent-total","budget-progress","budget-remaining"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"CardHeader","props":{"title":"Monthly spending","subtitle":{"$template":"${/selectedMonth} budget overview"}},"children":[]}}
+{"op":"add","path":"/elements/spent-total","value":{"type":"TextContent","props":{"text":{"$template":"$${/summary/spent} spent of $${/summary/budget} budget"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"spent":"1,842.50","budget":"2,500.00","remaining":"657.50","progress":74}}
+{"op":"add","path":"/elements/budget-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/progress"},"label":"74% of monthly budget used"},"children":[]}}
+{"op":"add","path":"/elements/budget-remaining","value":{"type":"Callout","props":{"variant":"success","title":"$657.50 remaining","description":"You are currently within your monthly budget."},"children":[]}}
+{"op":"add","path":"/elements/category-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["category-header","category-chart","category-list"]}}
+{"op":"add","path":"/elements/category-header","value":{"type":"CardHeader","props":{"title":"Spending by category","subtitle":"Your largest budget areas this month"},"children":[]}}
+{"op":"add","path":"/elements/category-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/categories/labels"},"values":{"$state":"/categories/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/categories","value":{"labels":["Housing","Groceries","Dining","Transport","Subscriptions"],"values":[900,312.4,248.65,196.45,185]}}
+{"op":"add","path":"/elements/category-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/categoryDetails","key":"id"},"children":["category-row"]}}
+{"op":"add","path":"/elements/category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["category-name","category-amount"]}}
+{"op":"add","path":"/elements/category-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${share}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/category-amount","value":{"type":"Badge","props":{"text":{"$template":"$${amount}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/categoryDetails","value":[]}
+{"op":"add","path":"/state/categoryDetails/0","value":{"id":"housing","name":"Housing","amount":"900.00","share":49}}
+{"op":"add","path":"/state/categoryDetails/1","value":{"id":"groceries","name":"Groceries","amount":"312.40","share":17}}
+{"op":"add","path":"/state/categoryDetails/2","value":{"id":"dining","name":"Dining","amount":"248.65","share":13}}
+{"op":"add","path":"/state/categoryDetails/3","value":{"id":"transport","name":"Transport","amount":"196.45","share":11}}
+{"op":"add","path":"/state/categoryDetails/4","value":{"id":"subscriptions","name":"Subscriptions","amount":"185.00","share":10}}
+{"op":"add","path":"/elements/largest-expense-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["largest-expense-alert","largest-expense-details"]}}
+{"op":"add","path":"/elements/largest-expense-alert","value":{"type":"Alert","props":{"variant":"info","title":"Largest expense","description":{"$template":"${/largestExpense/merchant} was your biggest single purchase this month at $${/largestExpense/amount}."}},"children":[]}}
+{"op":"add","path":"/state/largestExpense","value":{"merchant":"August rent payment","amount":"900.00","category":"Housing","date":"August 1, 2026"}}
+{"op":"add","path":"/elements/largest-expense-details","value":{"type":"TextContent","props":{"text":{"$template":"${/largestExpense/category} · ${/largestExpense/date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/add-expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["add-expense-header","expense-form"]}}
+{"op":"add","path":"/elements/add-expense-header","value":{"type":"CardHeader","props":{"title":"Add an expense","subtitle":"Record a purchase and keep this month up to date."},"children":[]}}
+{"op":"add","path":"/elements/expense-form","value":{"type":"Form","props":{"name":"addExpense","buttons":"expense-form-buttons","fields":["expense-name-control","expense-amount-control","expense-category-control","expense-date-control"]},"children":[]}}
+{"op":"add","path":"/elements/expense-name-control","value":{"type":"FormControl","props":{"label":"Expense name","input":"expense-name-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-name-input","value":{"type":"Input","props":{"name":"expenseName","type":"text","placeholder":"e.g. Coffee with Sam","value":{"$bindState":"/newExpense/name"}},"children":[]}}
+{"op":"add","path":"/state/newExpense","value":{"name":"","amount":"","category":"","date":""}}
+{"op":"add","path":"/elements/expense-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"expense-amount-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-input","value":{"type":"Input","props":{"name":"expenseAmount","type":"number","placeholder":"0.00","value":{"$bindState":"/newExpense/amount"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-control","value":{"type":"FormControl","props":{"label":"Category","input":"expense-category-select"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-select","value":{"type":"Select","props":{"name":"expenseCategory","items":["expense-category-housing","expense-category-groceries","expense-category-dining","expense-category-transport","expense-category-other"],"placeholder":"Select a category","value":{"$bindState":"/newExpense/category"}},"children":[]}}
+{"op":"add","path":"/elements/expense-category-housing","value":{"type":"SelectItem","props":{"value":"Housing","label":"Housing"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-groceries","value":{"type":"SelectItem","props":{"value":"Groceries","label":"Groceries"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-dining","value":{"type":"SelectItem","props":{"value":"Dining","label":"Dining"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-transport","value":{"type":"SelectItem","props":{"value":"Transport","label":"Transport"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-other","value":{"type":"SelectItem","props":{"value":"Other","label":"Other"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-control","value":{"type":"FormControl","props":{"label":"Date","input":"expense-date-input"},"children":[]}}
+{"op":"add","path":"/elements/expense-date-input","value":{"type":"Input","props":{"name":"expenseDate","type":"text","placeholder":"August 18, 2026","value":{"$bindState":"/newExpense/date"}},"children":[]}}
+{"op":"add","path":"/elements/expense-form-buttons","value":{"type":"Buttons","props":{"buttons":["save-expense-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-expense-button","value":{"type":"Button","props":{"label":"Add expense","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/expenses","value":{"id":"$id","name":{"$state":"/newExpense/name"},"amount":{"$state":"/newExpense/amount"},"category":{"$state":"/newExpense/category"},"date":{"$state":"/newExpense/date"}},"clearStatePath":"/newExpense"}}},"children":[]}}
+{"op":"add","path":"/state/expenses","value":[]}
+{"op":"add","path":"/state/expenses/0","value":{"id":"expense-1","name":"August rent payment","amount":"900.00","category":"Housing","date":"August 1, 2026"}}
+{"op":"add","path":"/state/expenses/1","value":{"id":"expense-2","name":"Weekly groceries","amount":"128.40","category":"Groceries","date":"August 14, 2026"}}
+{"op":"add","path":"/state/expenses/2","value":{"id":"expense-3","name":"Train pass","amount":"96.00","category":"Transport","date":"August 3, 2026"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r1.txt
new file mode 100644
index 000000000..ab0f87c2b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r1.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"cafe-menu"}
+{"op":"add","path":"/elements/cafe-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["menu-header","special-card","filter-card","drinks-section","food-section","hours-card"]}}
+{"op":"add","path":"/elements/menu-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["cafe-title","cafe-subtitle"]}}
+{"op":"add","path":"/elements/cafe-title","value":{"type":"Heading","props":{"text":"Juniper Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-subtitle","value":{"type":"TextContent","props":{"text":"Fresh coffee, comforting food, and a little room to linger.","size":"large"},"children":[]}}
+{"op":"add","path":"/elements/special-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["special-badge","special-title","special-description","special-price"]}}
+{"op":"add","path":"/elements/special-badge","value":{"type":"Badge","props":{"text":"TODAY'S SPECIAL","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/special-title","value":{"type":"Heading","props":{"text":{"$state":"/special/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Roasted Tomato & Basil Toastie","description":"Sourdough pressed with roasted tomatoes, basil pesto, mozzarella, and a side salad.","price":"$12.50"}}
+{"op":"add","path":"/elements/special-description","value":{"type":"TextContent","props":{"text":{"$state":"/special/description"}},"children":[]}}
+{"op":"add","path":"/elements/special-price","value":{"type":"TextContent","props":{"text":{"$state":"/special/price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-copy","vegetarian-filter"]}}
+{"op":"add","path":"/elements/filter-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["filter-title","filter-description"]}}
+{"op":"add","path":"/elements/filter-title","value":{"type":"TextContent","props":{"text":"Menu preferences","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-description","value":{"type":"TextContent","props":{"text":"Show vegetarian options only","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-filter","value":{"type":"SwitchGroup","props":{"name":"dietary-filter","variant":"clear","items":["vegetarian-switch"],"value":{"$bindState":"/vegetarianOnly"}},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":false}
+{"op":"add","path":"/elements/vegetarian-switch","value":{"type":"SwitchItem","props":{"name":"vegetarian-only","label":"Vegetarian","description":"Hide meat and fish dishes"},"children":[]}}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with silky steamed milk","price":"$4.80"}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Iced Oat Latte","description":"Espresso, oat milk, and house vanilla syrup","price":"$5.90"}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Matcha Cloud","description":"Ceremonial matcha with cold foam","price":"$6.20"}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Fresh Orange Juice","description":"Pressed to order","price":"$5.50"}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drink-details","drink-price"]}}
+{"op":"add","path":"/elements/drink-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado & Feta Toast","description":"Smashed avocado, whipped feta, chili flakes, and lemon","price":"$11.00","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Breakfast Brioche","description":"Free-range egg, cheddar, bacon, and tomato relish","price":"$10.50","vegetarian":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Mushroom Melt","description":"Garlic mushrooms, caramelized onion, and Swiss cheese","price":"$12.00","vegetarian":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Smoked Salmon Bagel","description":"Cream cheese, capers, dill, and pickled onion","price":"$13.50","vegetarian":false}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegetarianOnly","not":true},{"$item":"vegetarian","eq":true}]},"children":["food-details","food-price"]}}
+{"op":"add","path":"/elements/food-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name-row","food-description"]}}
+{"op":"add","path":"/elements/food-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["food-name","vegetarian-tag"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-tag","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"visible":{"$item":"vegetarian","eq":true},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hours-heading","hours-list"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openingHours","key":"day"},"children":["hours-row"]}}
+{"op":"add","path":"/state/openingHours","value":[]}
+{"op":"add","path":"/state/openingHours/0","value":{"day":"Monday – Friday","hours":"7:00 AM – 4:00 PM"}}
+{"op":"add","path":"/state/openingHours/1","value":{"day":"Saturday","hours":"8:00 AM – 3:00 PM"}}
+{"op":"add","path":"/state/openingHours/2","value":{"day":"Sunday","hours":"8:00 AM – 2:00 PM"}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","justify":"between"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"hours"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r2.txt
new file mode 100644
index 000000000..bd77e689f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r2.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"cafe-menu"}
+{"op":"add","path":"/elements/cafe-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["menu-header","special-callout","vegetarian-filter","drinks-section","food-section","hours-section"]}}
+{"op":"add","path":"/elements/menu-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["cafe-title","cafe-subtitle"]}}
+{"op":"add","path":"/elements/cafe-title","value":{"type":"Heading","props":{"text":"Juniper Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-subtitle","value":{"type":"TextContent","props":{"text":"Fresh coffee, wholesome food, and a little time to linger.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/special-callout","value":{"type":"Callout","props":{"variant":"success","title":"Today’s Special","description":{"$template":"${/special/name} — ${/special/description} • ${/special/price}"}},"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Roasted Tomato & Basil Toastie","description":"Sourdough, mozzarella, slow-roasted tomatoes, basil pesto, and side salad","price":"$12.50"}}
+{"op":"add","path":"/elements/vegetarian-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["vegetarian-filter-text","vegetarian-switch"]}}
+{"op":"add","path":"/elements/vegetarian-filter-text","value":{"type":"TextContent","props":{"text":"Show vegetarian items only","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-switch","value":{"type":"SwitchGroup","props":{"name":"vegetarianFilter","items":["vegetarian-switch-item"],"variant":"clear","value":{"$bindState":"/vegetarianOnly"}},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-switch-item","value":{"type":"SwitchItem","props":{"name":"vegetarianOnly","label":"Vegetarian only","description":"Filter the menu"},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":[]}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drink-details","drink-price"]}}
+{"op":"add","path":"/elements/drink-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"Tag","props":{"text":{"$item":"price"},"size":"lg","variant":"info"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with silky steamed milk","price":"$4.80"}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Iced Vanilla Latte","description":"Espresso, vanilla, milk, and ice","price":"$5.90"}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Matcha Latte","description":"Ceremonial matcha with your choice of milk","price":"$5.60"}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Fresh Orange Juice","description":"Pressed to order","price":"$5.20"}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegetarianOnly","not":true},{"$item":"vegetarian","eq":true}]},"children":["food-details","food-price"]}}
+{"op":"add","path":"/elements/food-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name-row","food-description"]}}
+{"op":"add","path":"/elements/food-name-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["food-name","vegetarian-badge"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/vegetarian-badge","value":{"type":"Badge","props":{"text":"Vegetarian","variant":"secondary"},"visible":{"$item":"vegetarian","eq":true},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"Tag","props":{"text":{"$item":"price"},"size":"lg","variant":"success"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
+{"op":"add","path":"/state/food/0","value":{"id":"food-1","name":"Avocado & Feta Smash","description":"Sourdough toast, avocado, feta, lemon, chili flakes, and herbs","price":"$13.00","vegetarian":true}}
+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Breakfast Brioche","description":"Free-range egg, bacon, cheddar, and house relish","price":"$11.50","vegetarian":false}}
+{"op":"add","path":"/state/food/2","value":{"id":"food-3","name":"Mushroom & Halloumi Bowl","description":"Herbed grains, roasted mushrooms, halloumi, greens, and tahini","price":"$15.00","vegetarian":true}}
+{"op":"add","path":"/state/food/3","value":{"id":"food-4","name":"Chicken Caesar Wrap","description":"Grilled chicken, cos lettuce, parmesan, and Caesar dressing","price":"$14.50","vegetarian":false}}
+{"op":"add","path":"/elements/hours-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["hours-heading","hours-list"]}}
+{"op":"add","path":"/elements/hours-heading","value":{"type":"Heading","props":{"text":"Opening Hours","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/hours-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openingHours","key":"day"},"children":["hours-row"]}}
+{"op":"add","path":"/elements/hours-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between"},"children":["hours-day","hours-time"]}}
+{"op":"add","path":"/elements/hours-day","value":{"type":"TextContent","props":{"text":{"$item":"day"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/hours-time","value":{"type":"TextContent","props":{"text":{"$item":"hours"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/openingHours","value":[]}
+{"op":"add","path":"/state/openingHours/0","value":{"day":"Monday – Friday","hours":"7:00 AM – 4:00 PM"}}
+{"op":"add","path":"/state/openingHours/1","value":{"day":"Saturday","hours":"8:00 AM – 3:00 PM"}}
+{"op":"add","path":"/state/openingHours/2","value":{"day":"Sunday","hours":"8:00 AM – 2:00 PM"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r3.txt
new file mode 100644
index 000000000..b6b713c60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r3.txt
@@ -0,0 +1,51 @@
+{"op":"add","path":"/root","value":"cafe-menu"}
+{"op":"add","path":"/elements/cafe-menu","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["menu-header","special-card","vegetarian-filter","drinks-section","food-section","hours-card"]}}
+{"op":"add","path":"/elements/menu-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"center"},"children":["cafe-title","cafe-subtitle"]}}
+{"op":"add","path":"/elements/cafe-title","value":{"type":"Heading","props":{"text":"Juniper Café","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/cafe-subtitle","value":{"type":"TextContent","props":{"text":"Today’s menu · Crafted coffee, fresh food, and good company","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/special-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["special-badge","special-title","special-description","special-price"]}}
+{"op":"add","path":"/elements/special-badge","value":{"type":"Tag","props":{"text":"TODAY'S SPECIAL","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/special-title","value":{"type":"Heading","props":{"text":{"$state":"/special/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/special-description","value":{"type":"TextContent","props":{"text":{"$state":"/special/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/special-price","value":{"type":"TextContent","props":{"text":{"$template":"${/special/price} · Available until 2 PM"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/special","value":{"name":"Roasted Tomato & Mozzarella Toastie","description":"Sourdough, slow-roasted tomatoes, basil pesto, mozzarella, and a bright side salad.","price":"$11.50"}}
+{"op":"add","path":"/elements/vegetarian-filter","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["filter-copy","veg-switch"]}}
+{"op":"add","path":"/elements/filter-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["filter-title","filter-description"]}}
+{"op":"add","path":"/elements/filter-title","value":{"type":"TextContent","props":{"text":"Menu preferences","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-description","value":{"type":"TextContent","props":{"text":"Show vegetarian items only","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/veg-switch","value":{"type":"SwitchGroup","props":{"name":"vegetarian-filter","items":["veg-switch-item"],"variant":"clear","value":{"$bindState":"/vegetarianOnly"}},"children":[]}}
+{"op":"add","path":"/elements/veg-switch-item","value":{"type":"SwitchItem","props":{"name":"vegetarian-only","label":"Vegetarian only"},"children":[]}}
+{"op":"add","path":"/state/vegetarianOnly","value":false}
+{"op":"add","path":"/elements/drinks-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["drinks-heading","drinks-list"]}}
+{"op":"add","path":"/elements/drinks-heading","value":{"type":"Heading","props":{"text":"Drinks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/drinks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/drinks","key":"id"},"children":["drink-row"]}}
+{"op":"add","path":"/elements/drink-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["drink-details","drink-price"]}}
+{"op":"add","path":"/elements/drink-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["drink-name","drink-description","drink-veg"]}}
+{"op":"add","path":"/elements/drink-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/drink-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/drink-veg","value":{"type":"Tag","props":{"text":"Vegetarian","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/drink-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/drinks","value":[]}
+{"op":"add","path":"/state/drinks/0","value":{"id":"drink-1","name":"Flat White","description":"Double espresso with silky steamed milk","price":"$4.80"}}
+{"op":"add","path":"/state/drinks/1","value":{"id":"drink-2","name":"Iced Oat Latte","description":"Espresso, oat milk, and house vanilla syrup","price":"$5.60"}}
+{"op":"add","path":"/state/drinks/2","value":{"id":"drink-3","name":"Matcha Lemonade","description":"Ceremonial matcha, fresh lemon, and sparkling water","price":"$5.20"}}
+{"op":"add","path":"/state/drinks/3","value":{"id":"drink-4","name":"Spiced Chai","description":"Aromatic chai concentrate with your choice of milk","price":"$4.90"}}
+{"op":"add","path":"/elements/food-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["food-heading","food-list"]}}
+{"op":"add","path":"/elements/food-heading","value":{"type":"Heading","props":{"text":"Food","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/food-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/food","key":"id"},"children":["food-row"]}}
+{"op":"add","path":"/elements/food-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/vegetarianOnly","not":true},{"$item":"vegetarian","eq":true}]},"children":["food-details","food-price"]}}
+{"op":"add","path":"/elements/food-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["food-name","food-description","food-tag"]}}
+{"op":"add","path":"/elements/food-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/food-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/food-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"vegetarian","eq":true},"$then":"Vegetarian","$else":"Chef's pick"},"variant":{"$cond":{"$item":"vegetarian","eq":true},"$then":"success","$else":"neutral"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/food-price","value":{"type":"TextContent","props":{"text":{"$item":"price"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/food","value":[]}
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+{"op":"add","path":"/state/food/1","value":{"id":"food-2","name":"Roasted Tomato & Mozzarella Toastie","description":"Basil pesto, mozzarella, roasted tomatoes, side salad","price":"$11.50","vegetarian":true}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r4.txt
new file mode 100644
index 000000000..4401557ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-cafe__r4.txt
@@ -0,0 +1,46 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r1.txt
new file mode 100644
index 000000000..e04dd9e54
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"course-home"}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r2.txt
new file mode 100644
index 000000000..94844000e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r2.txt
@@ -0,0 +1,35 @@
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r3.txt
new file mode 100644
index 000000000..f0211e581
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r3.txt
@@ -0,0 +1,35 @@
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new file mode 100644
index 000000000..d5c9ca62c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-course__r4.txt
@@ -0,0 +1,38 @@
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r1.txt
new file mode 100644
index 000000000..32fd9a6f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r1.txt
@@ -0,0 +1,56 @@
+{"op":"add","path":"/root","value":"conference-page"}
+{"op":"add","path":"/elements/conference-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","registration-section"]}}
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+{"op":"add","path":"/elements/registration-copy","value":{"type":"TextContent","props":{"text":"Share your details and we’ll send ticket availability, program updates, and event news."},"children":[]}}
+{"op":"add","path":"/elements/registration-form","value":{"type":"Form","props":{"name":"conference-registration","buttons":"registration-buttons","fields":["name-control","email-control"]},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r2.txt
new file mode 100644
index 000000000..7970dc154
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r2.txt
@@ -0,0 +1,56 @@
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+{"op":"add","path":"/elements/event-title","value":{"type":"Heading","props":{"text":"Future Forward 2026","level":"h1"},"children":[]}}
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+{"op":"add","path":"/elements/conference-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"2xl","align":"stretch"},"children":["hero","agenda-section","speakers-section","tickets-section","register-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r3.txt
new file mode 100644
index 000000000..62aa3e3c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r3.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"conference-screen"}
+{"op":"add","path":"/elements/conference-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","registration-section"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["event-title","event-details","event-description"]}}
+{"op":"add","path":"/elements/event-title","value":{"type":"Heading","props":{"text":{"$state":"/event/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/event","value":{"name":"Future Forward Summit 2026","date":"October 15, 2026","venue":"The Glasshouse, New York City","description":"A one-day gathering for leaders building the next generation of products, teams, and technology."}}
+{"op":"add","path":"/elements/event-details","value":{"type":"TextContent","props":{"text":{"$template":"${/event/date} · ${/event/venue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-description","value":{"type":"TextContent","props":{"text":{"$state":"/event/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["countdown-label","countdown-value"]}}
+{"op":"add","path":"/elements/countdown-label","value":{"type":"TextContent","props":{"text":"Days remaining until the summit","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/countdown-value","value":{"type":"Badge","props":{"text":{"$template":"${/event/daysRemaining} days"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/event/daysRemaining","value":58}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["agenda-heading","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-heading","value":{"type":"Heading","props":{"text":"Agenda","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-item"]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"opening","time":"9:00 AM","title":"Opening keynote: Designing for what’s next","speaker":"Maya Chen"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"panel","time":"10:30 AM","title":"The AI-native product organization","speaker":"Jordan Ellis, Priya Nair & Tomas Vega"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"lunch","time":"12:15 PM","title":"Lunch and community networking","speaker":"All attendees"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"workshop","time":"1:30 PM","title":"Workshop: From insight to impact","speaker":"Elena Rossi"}}
+{"op":"add","path":"/state/agenda/4","value":{"id":"closing","time":"4:15 PM","title":"Closing conversation and reception","speaker":"All speakers"}}
+{"op":"add","path":"/elements/agenda-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"start"},"children":["agenda-time","agenda-copy"]}}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/agenda-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["agenda-title","agenda-speaker"]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/agenda-speaker","value":{"type":"TextContent","props":{"text":{"$item":"speaker"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["speakers-heading","speakers-list"]}}
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+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"maya","name":"Maya Chen","role":"Chief Product Officer, Atlas Labs","bio":"Leads teams creating human-centered technology used by millions."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"jordan","name":"Jordan Ellis","role":"Founder, Signal Works","bio":"Helps ambitious companies turn emerging technology into durable advantage."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"priya","name":"Priya Nair","role":"VP of Engineering, Northstar","bio":"Builds high-performing engineering organizations for complex platforms."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"elena","name":"Elena Rossi","role":"Design Director, Fieldcraft","bio":"Transforms research insights into products people trust and love."}}
+{"op":"add","path":"/elements/speaker-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["speaker-name","speaker-role","speaker-bio"]}}
+{"op":"add","path":"/elements/speaker-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/speaker-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-card"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"general","tier":"General admission","price":"$249","description":"Full-day access to talks, workshops, lunch, and the closing reception."}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"team","tier":"Team pass","price":"$199 each","description":"For groups of four or more. Includes all General admission benefits."}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"vip","tier":"VIP experience","price":"$499","description":"Priority seating, speaker meet-and-greet, and a private leadership dinner."}}
+{"op":"add","path":"/elements/ticket-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-copy","ticket-price"]}}
+{"op":"add","path":"/elements/ticket-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-tier","ticket-description"]}}
+{"op":"add","path":"/elements/ticket-tier","value":{"type":"TextContent","props":{"text":{"$item":"tier"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"Tag","props":{"text":{"$item":"price"},"variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/registration-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["registration-heading","registration-copy","registration-form","registration-success"]}}
+{"op":"add","path":"/elements/registration-heading","value":{"type":"Heading","props":{"text":"Reserve your place","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/registration-copy","value":{"type":"TextContent","props":{"text":"Register now and we’ll send your ticket details and event updates.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/registration-form","value":{"type":"Form","props":{"name":"conference-registration","buttons":"registration-buttons","fields":["name-control","email-control"]},"children":[],"visible":{"$state":"/registrationSubmitted","not":true}}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","hint":"Enter the name you would like on your badge.","input":"name-input"},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Alex Morgan","type":"text","value":{"$bindState":"/registration/name"}},"children":[]}}
+{"op":"add","path":"/state/registration","value":{"name":"","email":""}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","hint":"We’ll send your confirmation here.","input":"email-input"},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"alex@example.com","type":"email","value":{"$bindState":"/registration/email"}},"children":[]}}
+{"op":"add","path":"/elements/registration-buttons","value":{"type":"Buttons","props":{"buttons":["register-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/register-button","value":{"type":"Button","props":{"label":"Register for the summit","variant":"primary","size":"large"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/registrationSubmitted","value":true}}}}}
+{"op":"add","path":"/state/registrationSubmitted","value":false}
+{"op":"add","path":"/elements/registration-success","value":{"type":"Callout","props":{"variant":"success","title":"You’re on the list!","description":{"$template":"Thanks, ${/registration/name}. We’ll send confirmation details to ${/registration/email}."}},"children":[],"visible":{"$state":"/registrationSubmitted"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r4.txt
new file mode 100644
index 000000000..06b099c44
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-event__r4.txt
@@ -0,0 +1,57 @@
+{"op":"add","path":"/root","value":"conference-screen"}
+{"op":"add","path":"/elements/conference-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["hero","countdown","agenda-section","speakers-section","tickets-section","registration-section"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m","align":"start"},"children":["event-name","event-details","event-description"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"Heading","props":{"text":{"$state":"/event/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/event","value":{"name":"Future Forward Conference 2026","date":"October 14–15, 2026","venue":"Harbor Convention Center · Seattle, WA","description":"Two days of practical ideas, ambitious conversations, and meaningful connections for people building what comes next.","daysRemaining":57}}
+{"op":"add","path":"/elements/event-details","value":{"type":"TextContent","props":{"text":{"$template":"${/event/date} · ${/event/venue}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-description","value":{"type":"TextContent","props":{"text":{"$state":"/event/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/countdown","value":{"type":"Callout","props":{"variant":"info","title":{"$template":"${/event/daysRemaining} days to go"},"description":"Reserve your place at Future Forward before ticket tiers sell out."},"children":[]}}
+{"op":"add","path":"/elements/agenda-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["agenda-heading","agenda-list"]}}
+{"op":"add","path":"/elements/agenda-heading","value":{"type":"Heading","props":{"text":"Agenda","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/agenda-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/agenda","key":"id"},"children":["agenda-item"]}}
+{"op":"add","path":"/elements/agenda-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["agenda-time","agenda-content"]}}
+{"op":"add","path":"/elements/agenda-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/agenda-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["agenda-title","agenda-detail"]}}
+{"op":"add","path":"/elements/agenda-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/agenda-detail","value":{"type":"TextContent","props":{"text":{"$template":"${speaker} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/agenda","value":[]}
+{"op":"add","path":"/state/agenda/0","value":{"id":"agenda-1","time":"9:00 AM","title":"Opening Keynote: The Next Decade","speaker":"Maya Chen","room":"Grand Hall"}}
+{"op":"add","path":"/state/agenda/1","value":{"id":"agenda-2","time":"10:30 AM","title":"Designing for Trust at Scale","speaker":"Jon Bell","room":"Studio A"}}
+{"op":"add","path":"/state/agenda/2","value":{"id":"agenda-3","time":"1:00 PM","title":"AI That Works for People","speaker":"Dr. Priya Nair","room":"Grand Hall"}}
+{"op":"add","path":"/state/agenda/3","value":{"id":"agenda-4","time":"3:15 PM","title":"Building Resilient Teams","speaker":"Elena Rodríguez","room":"Studio B"}}
+{"op":"add","path":"/elements/speakers-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["speakers-heading","speakers-list"]}}
+{"op":"add","path":"/elements/speakers-heading","value":{"type":"Heading","props":{"text":"Featured speakers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/speakers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/speakers","key":"id"},"children":["speaker-item"]}}
+{"op":"add","path":"/elements/speaker-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center"},"children":["speaker-avatar","speaker-copy"]}}
+{"op":"add","path":"/elements/speaker-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/speaker-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["speaker-name","speaker-bio"]}}
+{"op":"add","path":"/elements/speaker-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/speaker-bio","value":{"type":"TextContent","props":{"text":{"$item":"bio"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/speakers","value":[]}
+{"op":"add","path":"/state/speakers/0","value":{"id":"speaker-1","name":"Maya Chen","role":"CEO, Lumen Labs","initials":"MC","bio":"Building human-centered products used by millions around the world."}}
+{"op":"add","path":"/state/speakers/1","value":{"id":"speaker-2","name":"Dr. Priya Nair","role":"AI Researcher","initials":"PN","bio":"Exploring responsible machine intelligence and its real-world impact."}}
+{"op":"add","path":"/state/speakers/2","value":{"id":"speaker-3","name":"Jon Bell","role":"Chief Design Officer, Northstar","initials":"JB","bio":"Helping organizations turn complexity into clear customer experiences."}}
+{"op":"add","path":"/state/speakers/3","value":{"id":"speaker-4","name":"Elena Rodríguez","role":"Author & Team Coach","initials":"ER","bio":"Teaching leaders how to create resilient, high-trust teams."}}
+{"op":"add","path":"/elements/tickets-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["tickets-heading","tickets-list"]}}
+{"op":"add","path":"/elements/tickets-heading","value":{"type":"Heading","props":{"text":"Choose your ticket","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-item"]}}
+{"op":"add","path":"/elements/ticket-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["ticket-copy","ticket-price"]}}
+{"op":"add","path":"/elements/ticket-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-name","ticket-description"]}}
+{"op":"add","path":"/elements/ticket-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-price","value":{"type":"Tag","props":{"text":{"$item":"price"},"variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"ticket-1","name":"Early Bird","description":"Full conference access and all sessions.","price":"$249"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"ticket-2","name":"Standard","description":"Full conference access after early bird closes.","price":"$349"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"ticket-3","name":"Team Pass","description":"Five full-access tickets for your team.","price":"$1,495"}}
+{"op":"add","path":"/elements/registration-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registration-heading","registration-copy","registration-form"]}}
+{"op":"add","path":"/elements/registration-heading","value":{"type":"Heading","props":{"text":"Register your interest","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/registration-copy","value":{"type":"TextContent","props":{"text":"Leave your details and we’ll send ticket availability, program updates, and venue information."},"children":[]}}
+{"op":"add","path":"/elements/registration-form","value":{"type":"Form","props":{"name":"conference-registration","fields":["name-control","email-control"],"buttons":"registration-buttons"},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Enter the name you’d like on your badge."},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Alex Morgan","type":"text","value":{"$bindState":"/registration/name"}},"children":[]}}
+{"op":"add","path":"/state/registration","value":{"name":"","email":"","submitted":false}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll only use this for conference updates."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"alex@example.com","type":"email","value":{"$bindState":"/registration/email"}},"children":[]}}
+{"op":"add","path":"/elements/registration-buttons","value":{"type":"Buttons","props":{"buttons":["register-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/register-button","value":{"type":"Button","props":{"label":"Register interest","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/registration/submitted","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r1.txt
new file mode 100644
index 000000000..14b870593
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r1.txt
@@ -0,0 +1,55 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["summary-header","metrics-row","week-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["summary-title","summary-date"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Today’s fitness summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/summary-date","value":{"type":"TextContent","props":{"text":{"$state":"/todayLabel"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/todayLabel","value":"Tuesday, August 18"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["steps-heading","steps-total","steps-progress","steps-note"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"TextContent","props":{"text":"Steps today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-total","value":{"type":"TextContent","props":{"text":{"$template":"${/steps/today} of ${/steps/goal} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/steps/progress"},"label":{"$template":"${/steps/progress}% of daily goal"}},"children":[]}}
+{"op":"add","path":"/elements/steps-note","value":{"type":"TextContent","props":{"text":{"$template":"Only ${/steps/remaining} steps to reach your goal."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/steps","value":{"today":"8,420","goal":"10,000","progress":84,"remaining":"1,580"}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["calories-heading","calories-total","calories-note","calories-tag"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"TextContent","props":{"text":"Calories burned","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-total","value":{"type":"TextContent","props":{"text":{"$template":"${/calories/burned} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":{"$template":"${/calories/workout} kcal from workouts today"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/calories-tag","value":{"type":"Tag","props":{"text":{"$template":"${/calories/change} vs. your daily average"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/calories","value":{"burned":"612","workout":"280","change":"+8%"}}
+{"op":"add","path":"/elements/week-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-header","week-chart","week-insight","recent-workouts-list"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"Your week in workouts","subtitle":"Minutes of activity over the past 7 days"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyActivity/labels"},"series":["weekly-minutes-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-minutes-series","value":{"type":"Series","props":{"category":"Workout minutes","values":{"$state":"/weeklyActivity/minutes"}},"children":[]}}
+{"op":"add","path":"/state/weeklyActivity","value":{"labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"],"minutes":[35,48,0,62,40,30,45]}}
+{"op":"add","path":"/elements/week-insight","value":{"type":"Callout","props":{"variant":"success","title":"Great consistency","description":{"$state":"/weeklyInsight"}},"children":[]}}
+{"op":"add","path":"/state/weeklyInsight","value":"You completed 5 workouts this week for 260 active minutes—45 minutes more than last week."}
+{"op":"add","path":"/elements/recent-workouts-list","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"repeat":{"statePath":"/recentWorkouts","key":"id"},"children":["recent-workout-row"]}}
+{"op":"add","path":"/elements/recent-workout-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["recent-workout-details","recent-workout-duration"]}}
+{"op":"add","path":"/elements/recent-workout-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["recent-workout-title","recent-workout-subtitle"]}}
+{"op":"add","path":"/elements/recent-workout-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recent-workout-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${day} · ${calories} kcal"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-workout-header","log-workout-form"]}}
+{"op":"add","path":"/elements/log-workout-header","value":{"type":"CardHeader","props":{"title":"Log a new workout","subtitle":"Add today’s activity to keep your progress up to date"},"children":[]}}
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+{"op":"add","path":"/elements/type-cycling","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/type-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/state/newWorkout/type","value":""}
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+{"op":"add","path":"/state/newWorkout/duration","value":""}
+{"op":"add","path":"/elements/workout-calories-control","value":{"type":"FormControl","props":{"label":"Calories burned","hint":"Optional estimate","input":"workout-calories-input"},"children":[]}}
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+{"op":"add","path":"/state/newWorkout/calories","value":""}
+{"op":"add","path":"/elements/log-workout-buttons","value":{"type":"Buttons","props":{"buttons":["save-workout-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-workout-button","value":{"type":"Button","props":{"label":"Log workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/recentWorkouts","value":{"id":"$id","title":{"$state":"/newWorkout/type"},"day":"Today","duration":{"$state":"/newWorkout/duration"},"calories":{"$state":"/newWorkout/calories"}},"clearStatePath":"/newWorkout"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r2.txt
new file mode 100644
index 000000000..31ecdff81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["summary-header","metrics-row","week-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["summary-title","summary-date"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Today’s fitness summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/summary-date","value":{"type":"TextContent","props":{"text":{"$state":"/summary/date"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"date":"Tuesday, August 18","steps":8420,"stepGoal":10000,"caloriesBurned":612,"calorieGoal":700}} 
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["steps-header","steps-progress","steps-note"]}}
+{"op":"add","path":"/elements/steps-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["steps-label","steps-value"]}}
+{"op":"add","path":"/elements/steps-label","value":{"type":"TextContent","props":{"text":"Steps today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/steps} of ${/summary/stepGoal} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":84,"label":"84% of daily goal"},"children":[]}}
+{"op":"add","path":"/elements/steps-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Almost there","description":"You’re 1,580 steps away from your daily goal."},"children":[]}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["calories-label","calories-value","calories-progress","calories-note"]}}
+{"op":"add","path":"/elements/calories-label","value":{"type":"TextContent","props":{"text":"Calories burned","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/caloriesBurned} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-progress","value":{"type":"Progress","props":{"value":87,"label":"87% of 700 kcal target"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":"Active calories from walking, workouts, and daily movement.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/week-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-header","workout-chart","workout-list"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"This week’s workouts","subtitle":"A steady week—keep building your routine."},"children":[]}}
+{"op":"add","path":"/elements/workout-series","value":{"type":"Series","props":{"category":"Workout minutes","values":[35,0,48,30,55,42,0]},"children":[]}}
+{"op":"add","path":"/elements/workout-chart","value":{"type":"BarChart","props":{"labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"],"series":["workout-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/workout-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["workout-item"]}}
+{"op":"add","path":"/elements/workout-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["workout-info","workout-duration"]}}
+{"op":"add","path":"/elements/workout-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["workout-name","workout-meta"]}}
+{"op":"add","path":"/elements/workout-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/workout-meta","value":{"type":"TextContent","props":{"text":{"$template":"${day} · ${calories} kcal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration","value":{"type":"Tag","props":{"text":{"$template":"${minutes} min"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"w1","name":"Morning Run","day":"Mon","minutes":42,"calories":410}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"w2","name":"Strength Training","day":"Sun","minutes":55,"calories":365}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"w3","name":"Yoga Flow","day":"Sat","minutes":30,"calories":140}}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["log-workout-header","workout-form"]}}
+{"op":"add","path":"/elements/log-workout-header","value":{"type":"CardHeader","props":{"title":"Log a workout","subtitle":"Add today’s activity to keep your progress accurate."},"children":[]}}
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+{"op":"add","path":"/elements/workout-name-control","value":{"type":"FormControl","props":{"label":"Workout name","input":"workout-name-input"},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"name":"","minutes":"","calories":""}}
+{"op":"add","path":"/elements/workout-minutes-input","value":{"type":"Input","props":{"name":"workoutMinutes","placeholder":"30","type":"number","value":{"$bindState":"/newWorkout/minutes"}},"children":[]}}
+{"op":"add","path":"/elements/workout-minutes-control","value":{"type":"FormControl","props":{"label":"Duration (minutes)","input":"workout-minutes-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-input","value":{"type":"Input","props":{"name":"workoutCalories","placeholder":"250","type":"number","value":{"$bindState":"/newWorkout/calories"}},"children":[]}}
+{"op":"add","path":"/elements/workout-calories-control","value":{"type":"FormControl","props":{"label":"Calories burned","input":"workout-calories-input"},"children":[]}}
+{"op":"add","path":"/elements/log-workout-button","value":{"type":"Button","props":{"label":"Add workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","name":{"$state":"/newWorkout/name"},"day":"Today","minutes":{"$state":"/newWorkout/minutes"},"calories":{"$state":"/newWorkout/calories"}},"clearStatePath":"/newWorkout"}}},"children":[]}}
+{"op":"add","path":"/elements/workout-form-buttons","value":{"type":"Buttons","props":{"buttons":["log-workout-button"],"direction":"row"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r3.txt
new file mode 100644
index 000000000..76a92cb19
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r3.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["summary-header","metrics-row","weekly-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Daily Summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/summary/dateLabel"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"dateLabel":"Tuesday, August 18"}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["steps-header","steps-progress","steps-detail"]}}
+{"op":"add","path":"/elements/steps-header","value":{"type":"CardHeader","props":{"title":"Steps today","subtitle":{"$template":"${/summary/steps} of ${/summary/stepGoal} step goal"}},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/stepProgress"},"label":{"$template":"${/summary/stepProgress}% complete"}},"children":[]}}
+{"op":"add","path":"/elements/steps-detail","value":{"type":"TextContent","props":{"text":{"$template":"Only ${/summary/stepsRemaining} steps to reach your daily goal."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/summary/steps","value":8420}
+{"op":"add","path":"/state/summary/stepGoal","value":10000}
+{"op":"add","path":"/state/summary/stepProgress","value":84}
+{"op":"add","path":"/state/summary/stepsRemaining","value":1580}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["calories-header","calories-value","calories-note"]}}
+{"op":"add","path":"/elements/calories-header","value":{"type":"CardHeader","props":{"title":"Calories burned","subtitle":"Active calories today"},"children":[]}}
+{"op":"add","path":"/elements/calories-value","value":{"type":"Heading","props":{"text":{"$template":"${/summary/caloriesBurned} kcal"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/caloriesAboveBaseline} kcal above your daily baseline."},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/summary/caloriesBurned","value":615}
+{"op":"add","path":"/state/summary/caloriesAboveBaseline","value":175}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["weekly-header","weekly-chart","weekly-insight"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Your week in workouts","subtitle":"Minutes of activity over the past 7 days"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/weeklyWorkoutLabels"},"series":["weekly-workout-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-workout-series","value":{"type":"Series","props":{"category":"Workout minutes","values":{"$state":"/weeklyWorkoutMinutes"}},"children":[]}}
+{"op":"add","path":"/state/weeklyWorkoutLabels","value":[]}
+{"op":"add","path":"/state/weeklyWorkoutLabels/0","value":"Wed"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/1","value":"Thu"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/2","value":"Fri"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/3","value":"Sat"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/4","value":"Sun"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/5","value":"Mon"}
+{"op":"add","path":"/state/weeklyWorkoutLabels/6","value":"Tue"}
+{"op":"add","path":"/state/weeklyWorkoutMinutes","value":[]}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/0","value":35}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/1","value":50}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/2","value":0}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/3","value":65}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/4","value":40}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/5","value":30}
+{"op":"add","path":"/state/weeklyWorkoutMinutes/6","value":45}
+{"op":"add","path":"/elements/weekly-insight","value":{"type":"Callout","props":{"variant":"success","title":"Strong consistency","description":{"$state":"/summary/weeklyInsight"}},"children":[]}}
+{"op":"add","path":"/state/summary/weeklyInsight","value":"You completed 5 workouts this week for 265 active minutes—45 minutes more than last week."}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["log-workout-header","workout-form","recent-workouts"]}}
+{"op":"add","path":"/elements/log-workout-header","value":{"type":"CardHeader","props":{"title":"Log a workout","subtitle":"Add today’s activity to your progress"},"children":[]}}
+{"op":"add","path":"/elements/workout-form","value":{"type":"Form","props":{"name":"logWorkout","fields":["workout-type-control","workout-duration-control","workout-notes-control"],"buttons":"workout-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-control","value":{"type":"FormControl","props":{"label":"Workout type","hint":"Choose the activity you completed.","input":"workout-type-select"},"children":[]}}
+{"op":"add","path":"/elements/workout-type-select","value":{"type":"Select","props":{"name":"workoutType","items":["workout-option-run","workout-option-strength","workout-option-cycle","workout-option-yoga","workout-option-walk"],"placeholder":"Select workout type","value":{"$bindState":"/newWorkout/type"}},"children":[]}}
+{"op":"add","path":"/elements/workout-option-run","value":{"type":"SelectItem","props":{"value":"Run","label":"Run"},"children":[]}}
+{"op":"add","path":"/elements/workout-option-strength","value":{"type":"SelectItem","props":{"value":"Strength training","label":"Strength training"},"children":[]}}
+{"op":"add","path":"/elements/workout-option-cycle","value":{"type":"SelectItem","props":{"value":"Cycling","label":"Cycling"},"children":[]}}
+{"op":"add","path":"/elements/workout-option-yoga","value":{"type":"SelectItem","props":{"value":"Yoga","label":"Yoga"},"children":[]}}
+{"op":"add","path":"/elements/workout-option-walk","value":{"type":"SelectItem","props":{"value":"Walk","label":"Walk"},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"type":"","duration":"","notes":""}}
+{"op":"add","path":"/elements/workout-duration-control","value":{"type":"FormControl","props":{"label":"Duration","hint":"Enter the total active minutes.","input":"workout-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-input","value":{"type":"Input","props":{"name":"workoutDuration","type":"number","placeholder":"e.g. 45","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/workout-notes-control","value":{"type":"FormControl","props":{"label":"Notes","hint":"Optional details about your session.","input":"workout-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-notes-input","value":{"type":"TextArea","props":{"name":"workoutNotes","placeholder":"How did it feel?","rows":3,"value":{"$bindState":"/newWorkout/notes"}},"children":[]}}
+{"op":"add","path":"/elements/workout-form-buttons","value":{"type":"Buttons","props":{"buttons":["save-workout-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-workout-button","value":{"type":"Button","props":{"label":"Save workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/recentWorkouts","value":{"id":"$id","type":{"$state":"/newWorkout/type"},"duration":{"$state":"/newWorkout/duration"},"notes":{"$state":"/newWorkout/notes"}},"clearStatePath":"/newWorkout"}}},"children":[]}}
+{"op":"add","path":"/elements/recent-workouts","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"repeat":{"statePath":"/recentWorkouts","key":"id"},"children":["recent-workout-row"]}}
+{"op":"add","path":"/elements/recent-workout-row","value":{"type":"ListItem","props":{"title":{"$template":"${type} · ${duration} min"},"subtitle":{"$item":"notes"}},"children":[]}}
+{"op":"add","path":"/state/recentWorkouts","value":[]}
+{"op":"add","path":"/state/recentWorkouts/0","value":{"id":"workout-1","type":"Morning run","duration":"45","notes":"Easy pace through Riverside Park."}}
+{"op":"add","path":"/state/recentWorkouts/1","value":{"id":"workout-2","type":"Strength training","duration":"30","notes":"Full-body circuit completed."}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r4.txt
new file mode 100644
index 000000000..31f4b1da6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-fitness__r4.txt
@@ -0,0 +1,42 @@
+{"op":"add","path":"/root","value":"daily-summary"}
+{"op":"add","path":"/elements/daily-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["summary-header","today-metrics","weekly-section","log-workout-section"]}}
+{"op":"add","path":"/elements/summary-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["summary-title","summary-subtitle"]}}
+{"op":"add","path":"/elements/summary-title","value":{"type":"Heading","props":{"text":"Daily summary","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/summary-subtitle","value":{"type":"TextContent","props":{"text":{"$state":"/today/date"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/today","value":{"date":"Tuesday, August 18","steps":8420,"stepGoal":10000,"calories":612}}}
+{"op":"add","path":"/elements/today-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"stretch","wrap":true},"children":["steps-card","calories-card"]}}
+{"op":"add","path":"/elements/steps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["steps-heading","steps-count","steps-progress","steps-goal"]}}
+{"op":"add","path":"/elements/steps-heading","value":{"type":"TextContent","props":{"text":"Steps today","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-count","value":{"type":"TextContent","props":{"text":{"$template":"${/today/steps} steps"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/steps-progress","value":{"type":"Progress","props":{"value":84,"label":"84% of daily goal"},"children":[]}}
+{"op":"add","path":"/elements/steps-goal","value":{"type":"TextContent","props":{"text":{"$template":"Goal: ${/today/stepGoal} steps · ${/today/steps} completed"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/calories-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["calories-heading","calories-count","calories-note","calories-tag"]}}
+{"op":"add","path":"/elements/calories-heading","value":{"type":"TextContent","props":{"text":"Calories burned","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-count","value":{"type":"TextContent","props":{"text":{"$template":"${/today/calories} kcal"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/calories-note","value":{"type":"TextContent","props":{"text":"Active calories from your movement and workouts today.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/calories-tag","value":{"type":"Tag","props":{"text":"On track","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["weekly-header","weekly-chart","weekly-list"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Weekly workout activity","subtitle":"Your completed workouts over the past 7 days"},"children":[]}}
+{"op":"add","path":"/elements/workout-series","value":{"type":"Series","props":{"category":"Workout minutes","values":[35,0,42,28,50,0,38]},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"BarChart","props":{"labels":["Wed","Thu","Fri","Sat","Sun","Mon","Tue"],"series":["workout-series"],"variant":"grouped","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/weekly-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/workouts","key":"id"},"children":["workout-row"]}}
+{"op":"add","path":"/elements/workout-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["workout-details","workout-duration"]}}
+{"op":"add","path":"/elements/workout-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["workout-name","workout-date"]}}
+{"op":"add","path":"/elements/workout-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/workout-date","value":{"type":"TextContent","props":{"text":{"$item":"date"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration","value":{"type":"Tag","props":{"text":{"$template":"${duration} min"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/workouts","value":[]}
+{"op":"add","path":"/state/workouts/0","value":{"id":"workout-1","name":"Morning Run","date":"Today","duration":38}}
+{"op":"add","path":"/state/workouts/1","value":{"id":"workout-2","name":"Strength Training","date":"Sunday","duration":50}}
+{"op":"add","path":"/state/workouts/2","value":{"id":"workout-3","name":"Yoga Flow","date":"Saturday","duration":28}}
+{"op":"add","path":"/state/workouts/3","value":{"id":"workout-4","name":"Cycling","date":"Friday","duration":42}}
+{"op":"add","path":"/elements/log-workout-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["log-workout-header","workout-form"]}}
+{"op":"add","path":"/elements/log-workout-header","value":{"type":"CardHeader","props":{"title":"Log a new workout","subtitle":"Add today's activity to your fitness history"},"children":[]}}
+{"op":"add","path":"/elements/workout-form","value":{"type":"Form","props":{"name":"new-workout","fields":["workout-name-control","workout-duration-control"],"buttons":"workout-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/workout-name-input","value":{"type":"Input","props":{"name":"workoutName","placeholder":"e.g. Evening walk","type":"text","value":{"$bindState":"/newWorkout/name"}},"children":[]}}
+{"op":"add","path":"/state/newWorkout","value":{"name":"","duration":30}}}
+{"op":"add","path":"/elements/workout-name-control","value":{"type":"FormControl","props":{"label":"Workout type","hint":"Choose a clear activity name.","input":"workout-name-input"},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-input","value":{"type":"Input","props":{"name":"workoutDuration","placeholder":"Minutes","type":"number","value":{"$bindState":"/newWorkout/duration"}},"children":[]}}
+{"op":"add","path":"/elements/workout-duration-control","value":{"type":"FormControl","props":{"label":"Duration","hint":"Enter the number of minutes.","input":"workout-duration-input"},"children":[]}}
+{"op":"add","path":"/elements/save-workout-button","value":{"type":"Button","props":{"label":"Log workout","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/workouts","value":{"id":"$id","name":{"$state":"/newWorkout/name"},"date":"Today","duration":{"$state":"/newWorkout/duration"}},"clearStatePath":"/newWorkout/name"}}},"children":[]}}
+{"op":"add","path":"/elements/workout-form-buttons","value":{"type":"Buttons","props":{"buttons":["save-workout-button"],"direction":"row"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r1.txt
new file mode 100644
index 000000000..175fe2ab3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r1.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"job-posting"}
+{"op":"add","path":"/elements/job-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["role-title","team-tag","role-summary"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"title":"Senior Product Designer","team":"Product Design","description":"Join our Product Design team to shape thoughtful, accessible experiences for the tools creative teams use every day.","salaryRange":"$145,000–$175,000 USD","location":"Remote · United States","employmentType":"Full-time"}}
+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":{"$template":"${/job/team} · ${/job/location}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/role-summary","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overview-header","employment-detail","salary-callout"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"CardHeader","props":{"title":"About the role","subtitle":"Design systems, product strategy, and polished end-to-end experiences."},"children":[]}}
+{"op":"add","path":"/elements/employment-detail","value":{"type":"TextContent","props":{"text":{"$template":"**Employment:** ${/job/employmentType}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/salary-callout","value":{"type":"Callout","props":{"variant":"success","title":"Salary range","description":{"$template":"${/job/salaryRange} base salary, plus equity and comprehensive benefits."}},"children":[]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• **${title}** — ${detail}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"portfolio","title":"Strong portfolio","detail":"Demonstrates product thinking and high-quality interaction design across shipped digital products."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"systems","title":"Systems mindset","detail":"Experience creating and evolving design systems that scale across teams and platforms."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"collaboration","title":"Cross-functional collaboration","detail":"Comfort partnering closely with product managers, engineers, and researchers."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"accessibility","title":"Accessibility fluency","detail":"Working knowledge of inclusive design practices and accessible interaction patterns."}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["apply-header","application-form"]}}
+{"op":"add","path":"/elements/apply-header","value":{"type":"CardHeader","props":{"title":"Apply for this role","subtitle":"Tell us a little about yourself and share your portfolio or resume."},"children":[]}}
+{"op":"add","path":"/elements/applicant-name-input","value":{"type":"Input","props":{"name":"applicantName","placeholder":"Your full name","type":"text","value":{"$bindState":"/application/name"}},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resumeLink":"","submitted":false}}
+{"op":"add","path":"/elements/applicant-name-control","value":{"type":"FormControl","props":{"label":"Name","input":"applicant-name-input"},"children":[]}}
+{"op":"add","path":"/elements/applicant-email-input","value":{"type":"Input","props":{"name":"applicantEmail","placeholder":"you@example.com","type":"email","value":{"$bindState":"/application/email"}},"children":[]}}
+{"op":"add","path":"/elements/applicant-email-control","value":{"type":"FormControl","props":{"label":"Email","input":"applicant-email-input"},"children":[]}}
+{"op":"add","path":"/elements/resume-link-input","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://linkedin.com/in/your-name or portfolio link","type":"url","value":{"$bindState":"/application/resumeLink"}},"children":[]}}
+{"op":"add","path":"/elements/resume-link-control","value":{"type":"FormControl","props":{"label":"Resume or portfolio link","input":"resume-link-input","hint":"Share a public link to your resume, portfolio, or LinkedIn profile."},"children":[]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/application/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"design-role-application","buttons":"submit-application","fields":["applicant-name-control","applicant-email-control","resume-link-control"]},"children":[]}}
+{"op":"add","path":"/elements/application-success","value":{"type":"Callout","props":{"variant":"success","title":"Application ready to send","description":"Thanks for your interest. Our recruiting team will review your details and follow up if there’s a match."},"visible":{"$state":"/application/submitted"},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["share-copy","share-button"]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"TextContent","props":{"text":"Know a great designer? Share this opportunity with your network.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/share-button","value":{"type":"Button","props":{"label":"Share posting","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareStatus","value":"Posting link copied — ready to share!"}}},"children":[]}}
+{"op":"add","path":"/state/shareStatus","value":""}
+{"op":"add","path":"/elements/share-confirmation","value":{"type":"TextCallout","props":{"variant":"info","title":"Shared","description":{"$state":"/shareStatus"}},"visible":{"$state":"/shareStatus"},"children":[]}}
+{"op":"add","path":"/elements/job-posting","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-header","overview-card","qualifications-card","apply-card","application-success","share-card","share-confirmation"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r2.txt
new file mode 100644
index 000000000..d572f1ea2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r2.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-content","application-card","share-card"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["team-tag","role-title","role-location","role-description"]}}
+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":{"$state":"/job/team"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"team":"Product Design","title":"Senior Product Designer","location":"New York, NY · Hybrid","description":"Join our Product Design team to shape thoughtful, accessible experiences for the tools that help small businesses run and grow.","salary":"$145,000–$175,000 USD","qualifications":[]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/role-location","value":{"type":"TextContent","props":{"text":{"$state":"/job/location"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/role-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/job-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"xl","align":"start","wrap":true},"children":["qualifications-card","compensation-card"]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["qualifications-heading","qualification-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualification-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/job/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/job/qualifications/0","value":{"id":"q1","text":"5+ years of product design experience creating polished web or mobile experiences."}}
+{"op":"add","path":"/state/job/qualifications/1","value":{"id":"q2","text":"A portfolio that demonstrates strong interaction design, visual craft, and systems thinking."}}
+{"op":"add","path":"/state/job/qualifications/2","value":{"id":"q3","text":"Experience partnering closely with product managers, engineers, and researchers."}}
+{"op":"add","path":"/state/job/qualifications/3","value":{"id":"q4","text":"Clear communication skills and a collaborative, feedback-driven mindset."}}
+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["compensation-heading","salary-text","compensation-note"]}}
+{"op":"add","path":"/elements/compensation-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-text","value":{"type":"TextContent","props":{"text":{"$state":"/job/salary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compensation-note","value":{"type":"TextContent","props":{"text":"Final compensation is based on experience, location, and role-related skills. We also offer equity and comprehensive benefits.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/application-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["apply-heading","apply-description","apply-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/apply-description","value":{"type":"TextContent","props":{"text":"Tell us a little about yourself and include a link to your resume or portfolio.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/apply-form","value":{"type":"Form","props":{"name":"design-role-application","buttons":"apply-buttons","fields":["name-control","email-control","resume-control"]},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Use the name you’d like us to use in our correspondence."},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/application/name"}},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resumeLink":"","submitted":false}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll use this to contact you about your application."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"jordan@example.com","type":"email","value":{"$bindState":"/application/email"}},"children":[]}}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume or portfolio link","input":"resume-input","hint":"Share a public link to your resume, portfolio, or LinkedIn profile."},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeLink","placeholder":"https://portfolio.example.com","type":"url","value":{"$bindState":"/application/resumeLink"}},"children":[]}}
+{"op":"add","path":"/elements/apply-buttons","value":{"type":"Buttons","props":{"buttons":["submit-application"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/application/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["share-heading","share-description","share-buttons"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Know someone great?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/share-description","value":{"type":"TextContent","props":{"text":"Share this Senior Product Designer opening with your network.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["copy-link-button","share-email-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/copy-link-button","value":{"type":"Button","props":{"label":"Copy posting link","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMessage","value":"Posting link copied — ready to share."}}},"children":[]}}
+{"op":"add","path":"/state/shareMessage","value":""}
+{"op":"add","path":"/elements/share-email-button","value":{"type":"Button","props":{"label":"Share by email","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/shareMessage","value":"Create a new email to share this job posting."}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r3.txt
new file mode 100644
index 000000000..760497864
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r3.txt
@@ -0,0 +1,41 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-header","overview-card","qualifications-card","compensation-card","apply-card","share-card"]}}
+{"op":"add","path":"/elements/job-header","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["job-title","team-tag","job-location"]}}
+{"op":"add","path":"/elements/job-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"title":"Senior Product Designer","team":"Product Design · Growth","location":"Remote (United States)","description":"Join our Growth team to shape clear, thoughtful product experiences that help people discover value faster. You’ll partner with product, engineering, research, and marketing to take ambitious ideas from early concepts to polished, measurable releases.","salary":"$145,000–$175,000 USD","employmentType":"Full-time","qualifications":[]}}
+{"op":"add","path":"/elements/team-tag","value":{"type":"Tag","props":{"text":{"$state":"/job/team"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/job-location","value":{"type":"TextContent","props":{"text":{"$template":"${/job/location} · ${/job/employmentType}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/overview-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overview-heading","role-description"]}}
+{"op":"add","path":"/elements/overview-heading","value":{"type":"Heading","props":{"text":"About the role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/role-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["qualifications-heading","qualifications-list"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/job/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/job/qualifications/0","value":{"id":"q1","text":"5+ years of product design experience creating intuitive, high-quality digital experiences."}}
+{"op":"add","path":"/state/job/qualifications/1","value":{"id":"q2","text":"A strong portfolio demonstrating end-to-end UX and visual design thinking."}}
+{"op":"add","path":"/state/job/qualifications/2","value":{"id":"q3","text":"Comfort collaborating closely with product managers, engineers, and researchers."}}
+{"op":"add","path":"/state/job/qualifications/3","value":{"id":"q4","text":"Fluency with Figma and a practical understanding of accessible design systems."}}
+{"op":"add","path":"/elements/compensation-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["compensation-heading","salary-range","compensation-note"]}}
+{"op":"add","path":"/elements/compensation-heading","value":{"type":"Heading","props":{"text":"Compensation","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/salary-range","value":{"type":"TextContent","props":{"text":{"$state":"/job/salary"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/compensation-note","value":{"type":"TextContent","props":{"text":"Final compensation is based on experience, location, and role scope. This position also includes equity and comprehensive benefits.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/apply-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["apply-heading","apply-description","application-form"]}}
+{"op":"add","path":"/elements/apply-heading","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/apply-description","value":{"type":"TextContent","props":{"text":"Tell us a little about yourself and share a link to your resume or portfolio.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"jobApplication","buttons":"application-buttons","fields":["name-control","email-control","resume-control"]},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Use the name you’d like us to use in correspondence."},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"fullName","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/application/name"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resumeUrl":"","submitted":false}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll use this to follow up about your application."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"jordan@example.com","type":"email","value":{"$bindState":"/application/email"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume or portfolio link","input":"resume-input","hint":"Share a public link to your resume, portfolio, or LinkedIn profile."},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resumeUrl","placeholder":"https://your-portfolio.com","type":"url","value":{"$bindState":"/application/resumeUrl"},"rules":[{"required":true}]},"children":[]}}
+{"op":"add","path":"/elements/application-buttons","value":{"type":"Buttons","props":{"buttons":["submit-application"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/application/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/share-card","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["share-copy","share-button"]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["share-heading","share-description"]}}
+{"op":"add","path":"/elements/share-heading","value":{"type":"Heading","props":{"text":"Know someone great?","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/share-description","value":{"type":"TextContent","props":{"text":"Share this opportunity with your network.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/share-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/sharing/shared"},"$then":"Link copied","$else":"Share posting"},"variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/sharing/shared","value":true}}},"children":[]}}
+{"op":"add","path":"/state/sharing","value":{"shared":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r4.txt
new file mode 100644
index 000000000..bd9b00092
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-job__r4.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"job-page"}
+{"op":"add","path":"/elements/job-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl","align":"stretch"},"children":["job-hero","job-details","application-section","share-section"]}}
+{"op":"add","path":"/elements/job-hero","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["job-team","job-title","job-description","job-meta"]}}
+{"op":"add","path":"/elements/job-team","value":{"type":"Tag","props":{"text":{"$state":"/job/team"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/job","value":{"team":"Product Design","title":"Senior Product Designer","description":"Join our Product Design team to shape clear, thoughtful experiences for the tools our customers rely on every day.","location":"Remote · United States","employmentType":"Full-time","salary":"$145,000–$175,000 USD"}}}
+{"op":"add","path":"/elements/job-title","value":{"type":"Heading","props":{"text":{"$state":"/job/title"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/job-description","value":{"type":"TextContent","props":{"text":{"$state":"/job/description"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/job-meta","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"l","wrap":true,"align":"center"},"children":["job-location","job-type","job-salary"]}}
+{"op":"add","path":"/elements/job-location","value":{"type":"TextContent","props":{"text":{"$state":"/job/location"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/job-type","value":{"type":"TextContent","props":{"text":{"$state":"/job/employmentType"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/job-salary","value":{"type":"Badge","props":{"text":{"$template":"Salary: ${/job/salary}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/job-details","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["qualifications-heading","qualifications-list","salary-callout"]}}
+{"op":"add","path":"/elements/qualifications-heading","value":{"type":"Heading","props":{"text":"What we’re looking for","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/qualifications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/qualifications","key":"id"},"children":["qualification-item"]}}
+{"op":"add","path":"/state/qualifications","value":[]}
+{"op":"add","path":"/state/qualifications/0","value":{"id":"q1","text":"5+ years of experience designing digital products, from early concepts through polished delivery."}}
+{"op":"add","path":"/state/qualifications/1","value":{"id":"q2","text":"A portfolio demonstrating strong interaction design, visual craft, and systems thinking."}}
+{"op":"add","path":"/state/qualifications/2","value":{"id":"q3","text":"Experience partnering with product managers and engineers in a collaborative, iterative environment."}}
+{"op":"add","path":"/state/qualifications/3","value":{"id":"q4","text":"Clear communication skills and a customer-centered approach to solving complex problems."}}
+{"op":"add","path":"/elements/qualification-item","value":{"type":"TextContent","props":{"text":{"$template":"• ${text}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/salary-callout","value":{"type":"Callout","props":{"variant":"info","title":"Compensation","description":{"$template":"The expected base salary range for this role is ${/job/salary}, plus equity and comprehensive benefits."}},"children":[]}}
+{"op":"add","path":"/elements/application-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["application-heading","application-copy","application-form"]}}
+{"op":"add","path":"/elements/application-heading","value":{"type":"Heading","props":{"text":"Apply for this role","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/application-copy","value":{"type":"TextContent","props":{"text":"Tell us a little about yourself and share a link to your resume or portfolio.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/application-form","value":{"type":"Form","props":{"name":"design-role-application","buttons":"application-buttons","fields":["name-control","email-control","resume-control"]},"children":[]}}
+{"op":"add","path":"/elements/name-control","value":{"type":"FormControl","props":{"label":"Full name","input":"name-input","hint":"Use the name you’d like us to use in correspondence."},"children":[]}}
+{"op":"add","path":"/elements/name-input","value":{"type":"Input","props":{"name":"name","placeholder":"Jordan Lee","type":"text","value":{"$bindState":"/application/name"}},"children":[]}}
+{"op":"add","path":"/state/application","value":{"name":"","email":"","resumeUrl":"","submitted":false}}
+{"op":"add","path":"/elements/email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"email-input","hint":"We’ll use this to follow up about your application."},"children":[]}}
+{"op":"add","path":"/elements/email-input","value":{"type":"Input","props":{"name":"email","placeholder":"jordan@example.com","type":"email","value":{"$bindState":"/application/email"}},"children":[]}}
+{"op":"add","path":"/elements/resume-control","value":{"type":"FormControl","props":{"label":"Resume or portfolio link","input":"resume-input","hint":"Share a public URL to your resume, portfolio, or LinkedIn profile."},"children":[]}}
+{"op":"add","path":"/elements/resume-input","value":{"type":"Input","props":{"name":"resume","placeholder":"https://portfolio.example.com","type":"url","value":{"$bindState":"/application/resumeUrl"}},"children":[]}}
+{"op":"add","path":"/elements/application-buttons","value":{"type":"Buttons","props":{"buttons":["submit-application"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-application","value":{"type":"Button","props":{"label":"Submit application","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/application/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/share-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["share-copy","share-buttons"]}}
+{"op":"add","path":"/elements/share-copy","value":{"type":"TextContent","props":{"text":"Know a great designer? Share this opportunity.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/share-buttons","value":{"type":"Buttons","props":{"buttons":["share-linkedin","share-email"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/share-linkedin","value":{"type":"Button","props":{"label":"Share on LinkedIn","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/share/lastMethod","value":"LinkedIn"}}},"children":[]}}
+{"op":"add","path":"/state/share","value":{"lastMethod":""}}
+{"op":"add","path":"/elements/share-email","value":{"type":"Button","props":{"label":"Share by email","variant":"tertiary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/share/lastMethod","value":"Email"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r1.txt
new file mode 100644
index 000000000..700e6a4c3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r1.txt
@@ -0,0 +1,8 @@
+{"op":"add","path":"/root","value":"sales-dashboard"}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Monthly sales check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"A clear view of this month’s performance and the trends behind it.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueThisMonth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"TextContent","props":{"text":{"$state":"/summary/revenueNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueThisMonth":"$84,260","revenueNote":"Up 12.4% from last month","conversion":"4.8%"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r2.txt
new file mode 100644
index 000000000..18554a79e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r2.txt
@@ -0,0 +1,39 @@
+{"op":"add","path":"/root","value":"sales-dashboard"}
+{"op":"add","path":"/elements/sales-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","metrics-row","revenue-trend-section","products-section","download-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","reporting-period"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"CardHeader","props":{"title":"Monthly sales check","subtitle":"A founder’s view of revenue, momentum, and top products"},"children":[]}}
+{"op":"add","path":"/elements/reporting-period","value":{"type":"Tag","props":{"text":{"$state":"/reportingPeriod"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"August 2026"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["revenue-metric","conversion-metric"]}}
+{"op":"add","path":"/elements/revenue-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-label","revenue-value","revenue-comparison"]}}
+{"op":"add","path":"/elements/revenue-label","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueThisMonth"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueThisMonth":"$84,260","revenueChange":"+18.4% vs. July","conversionRate":"4.8%","conversionChange":"+0.7 pts vs. July"}}
+{"op":"add","path":"/elements/revenue-comparison","value":{"type":"Tag","props":{"text":{"$state":"/summary/revenueChange"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/conversion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-label","conversion-value","conversion-comparison"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Store conversion","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/conversionRate"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/conversion-comparison","value":{"type":"Tag","props":{"text":{"$state":"/summary/conversionChange"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/revenue-trend-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trend-header","revenue-line-chart"]}}
+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Revenue movement","subtitle":"Monthly revenue over the last six months"},"children":[]}}
+{"op":"add","path":"/elements/revenue-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/revenueTrend/labels"},"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueTrend/values"}},"children":[]}}
+{"op":"add","path":"/state/revenueTrend","value":{"labels":["March","April","May","June","July","August"],"values":[48200,53600,59100,62400,71120,84260]}}
+{"op":"add","path":"/elements/products-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-header","top-products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Best-selling products","subtitle":"Top three products by units sold this month"},"children":[]}}
+{"op":"add","path":"/elements/top-products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["product-details","product-units"]}}
+{"op":"add","path":"/elements/product-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["product-name","product-category"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${unitsSold} units sold"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"prod-aurora","name":"Aurora Desk Lamp","category":"Home office","unitsSold":428}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"prod-commute","name":"Commute Backpack","category":"Travel","unitsSold":351}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"prod-focus","name":"Focus Planner","category":"Stationery","unitsSold":296}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["download-copy","download-button"]}}
+{"op":"add","path":"/elements/download-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["download-title","download-description"]}}
+{"op":"add","path":"/elements/download-title","value":{"type":"TextContent","props":{"text":"Export monthly numbers","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/download-description","value":{"type":"TextContent","props":{"text":"Download revenue, conversion, and product sales as a CSV file.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/downloadRequested","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r3.txt
new file mode 100644
index 000000000..ebf6f1007
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r3.txt
@@ -0,0 +1,38 @@
+{"op":"add","path":"/root","value":"sales-dashboard"}
+{"op":"add","path":"/elements/sales-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","metrics-row","revenue-trend-section","top-products-section","download-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Monthly sales check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"A founder’s snapshot of performance for August 2026.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true,"align":"stretch"},"children":["revenue-metric","conversion-metric"]}}
+{"op":"add","path":"/elements/revenue-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-header","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueThisMonth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueThisMonth":"$84,260","conversionRate":"4.8%","conversionNote":"Up 0.6 percentage points from July","revenueNote":"12.4% ahead of July"}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"Tag","props":{"text":{"$state":"/summary/revenueNote"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/conversion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-header","conversion-value","conversion-note"]}}
+{"op":"add","path":"/elements/conversion-header","value":{"type":"TextContent","props":{"text":"Conversion percentage","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-note","value":{"type":"TextContent","props":{"text":{"$state":"/summary/conversionNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-trend-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trend-header","revenue-line-chart"]}}
+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Revenue movement","subtitle":"Monthly revenue over the last six months"},"children":[]}}
+{"op":"add","path":"/elements/revenue-line-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/revenueTrend/labels"},"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueTrend/values"}},"children":[]}}
+{"op":"add","path":"/state/revenueTrend","value":{"labels":["March","April","May","June","July","August"],"values":[48200,53750,59100,62840,74920,84260]}}
+{"op":"add","path":"/elements/top-products-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-header","products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Best-selling products","subtitle":"Top three products by units sold this month"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["product-details","product-units"]}}
+{"op":"add","path":"/elements/product-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["product-name","product-category"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Badge","props":{"text":{"$template":"${unitsSold} units sold"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"prod-1","name":"Growth Analytics Pro","category":"Annual subscription","unitsSold":148}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"prod-2","name":"Team Workspace","category":"Monthly subscription","unitsSold":96}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"prod-3","name":"Founder Playbook","category":"Digital guide","unitsSold":73}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["download-copy","download-button"]}}
+{"op":"add","path":"/elements/download-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["download-title","download-description"]}}
+{"op":"add","path":"/elements/download-title","value":{"type":"TextContent","props":{"text":"Export monthly numbers","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/download-description","value":{"type":"TextContent","props":{"text":"Download revenue, conversion, and product sales details as a CSV.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Your August sales report is ready to download."}}},"children":[]}}
+{"op":"add","path":"/state/exportStatus","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r4.txt
new file mode 100644
index 000000000..27b088800
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-sales__r4.txt
@@ -0,0 +1,40 @@
+{"op":"add","path":"/root","value":"sales-dashboard"}
+{"op":"add","path":"/elements/sales-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","metric-row","revenue-trend-section","products-section","download-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","period-tag"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Monthly sales check","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"A founder’s snapshot for August 2026","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/period-tag","value":{"type":"Tag","props":{"text":"August 2026","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/metric-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["revenue-card","conversion-card"]}}
+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-header","revenue-value","revenue-note"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"TextContent","props":{"text":"Revenue this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/revenueFormatted"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"revenueFormatted":"$84,260","conversionFormatted":"4.8%","revenueChange":"+12.4% vs. July","conversionNote":"+0.6 pts vs. July"}}
+{"op":"add","path":"/elements/revenue-note","value":{"type":"TextContent","props":{"text":{"$state":"/summary/revenueChange"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-header","conversion-value","conversion-note"]}}
+{"op":"add","path":"/elements/conversion-header","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/conversionFormatted"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-note","value":{"type":"TextContent","props":{"text":{"$state":"/summary/conversionNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-trend-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["trend-header","revenue-chart"]}}
+{"op":"add","path":"/elements/trend-header","value":{"type":"CardHeader","props":{"title":"Revenue movement","subtitle":"Monthly revenue over the last six months"},"children":[]}}
+{"op":"add","path":"/elements/revenue-series","value":{"type":"Series","props":{"category":"Revenue","values":{"$state":"/revenueTrend/values"}},"children":[]}}
+{"op":"add","path":"/elements/revenue-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/revenueTrend/months"},"series":["revenue-series"],"variant":"natural","xLabel":"Month","yLabel":"Revenue (USD)"},"children":[]}}
+{"op":"add","path":"/state/revenueTrend","value":{"months":["March","April","May","June","July","August"],"values":[48200,53750,59100,62840,74920,84260]}}
+{"op":"add","path":"/elements/products-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["products-header","products-list"]}}
+{"op":"add","path":"/elements/products-header","value":{"type":"CardHeader","props":{"title":"Best-selling products","subtitle":"Top three products by units sold this month"},"children":[]}}
+{"op":"add","path":"/elements/products-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/topProducts","key":"id"},"children":["product-row"]}}
+{"op":"add","path":"/elements/product-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["product-details","product-units"]}}
+{"op":"add","path":"/elements/product-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["product-name","product-category"]}}
+{"op":"add","path":"/elements/product-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/product-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/product-units","value":{"type":"Tag","props":{"text":{"$template":"${unitsSold} units sold"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/topProducts","value":[]}
+{"op":"add","path":"/state/topProducts/0","value":{"id":"prod-01","name":"Growth Playbook","category":"Digital guide","unitsSold":684}}
+{"op":"add","path":"/state/topProducts/1","value":{"id":"prod-02","name":"Founder CRM Template","category":"Notion template","unitsSold":512}}
+{"op":"add","path":"/state/topProducts/2","value":{"id":"prod-03","name":"Sales Sprint Workshop","category":"Live workshop","unitsSold":287}}
+{"op":"add","path":"/elements/download-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["download-copy","download-button"]}}
+{"op":"add","path":"/elements/download-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["download-title","download-description"]}}
+{"op":"add","path":"/elements/download-title","value":{"type":"TextContent","props":{"text":"Need the underlying numbers?","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/download-description","value":{"type":"TextContent","props":{"text":"Download this month’s sales summary as a CSV file.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download sales CSV","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/downloadStatus","value":"Your sales CSV is ready to download."}}},"children":[]}}
+{"op":"add","path":"/state/downloadStatus","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r1.txt
new file mode 100644
index 000000000..682cd9d9f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r1.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"standup-root"}
+{"op":"add","path":"/elements/standup-root","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["standup-header","blocked-section","updates-section","post-update-section"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-copy","missing-summary"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["standup-title","today-date"]}}
+{"op":"add","path":"/elements/standup-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/todayDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/missing-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["missing-count","missing-label"]}}
+{"op":"add","path":"/elements/missing-count","value":{"type":"TextContent","props":{"text":{"$template":"${/missingUpdates}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/missingUpdates","value":2}
+{"op":"add","path":"/elements/missing-label","value":{"type":"TextContent","props":{"text":"updates still missing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked teammates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedTeammates","key":"id"},"children":["blocked-callout"]}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${name} is blocked"},"description":{"$template":"${blocker} · Needs help from ${needsHelpFrom}"}},"children":[]}}
+{"op":"add","path":"/state/blockedTeammates","value":[]}
+{"op":"add","path":"/state/blockedTeammates/0","value":{"id":"marco","name":"Marco Ruiz","blocker":"Waiting on API access for the billing sandbox","needsHelpFrom":"Platform team"}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today’s updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-topline","update-progress","update-blocker"]}}
+{"op":"add","path":"/elements/update-topline","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"start","gap":"m"},"children":["update-person","update-status-tag"]}}
+{"op":"add","path":"/elements/update-person","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["update-name","update-role","update-text"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/update-text","value":{"type":"TextContent","props":{"text":{"$item":"update"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-status-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/updates","eq":"blocked"},"$then":"warning","$else":"success"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/update-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% complete"}},"children":[]}}
+{"op":"add","path":"/elements/update-blocker","value":{"type":"TextCallout","props":{"variant":"warning","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"isBlocked"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"aisha","name":"Aisha Patel","role":"Product designer","status":"On track","update":"Finalized the onboarding flow and shared the prototype for review. Today I’m refining empty states.","progress":80,"isBlocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/1","value":{"id":"marco","name":"Marco Ruiz","role":"Backend engineer","status":"Blocked","update":"Completed webhook retry logic and added integration tests. Today I planned to validate billing events.","progress":60,"isBlocked":true,"blocker":"Waiting on API access for the billing sandbox."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"jules","name":"Jules Kim","role":"Customer success","status":"On track","update":"Prepared the enterprise rollout checklist and followed up with three pilot customers.","progress":70,"isBlocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/3","value":{"id":"noah","name":"Noah Williams","role":"Frontend engineer","status":"On track","update":"Shipped the dashboard performance improvements and started accessibility fixes for the settings page.","progress":55,"isBlocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-update-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-update-heading","post-update-form"]}}
+{"op":"add","path":"/elements/post-update-heading","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Share what you completed, what you’ll do next, and anything blocking you."},"children":[]}}
+{"op":"add","path":"/elements/post-update-form","value":{"type":"Form","props":{"name":"my-standup-update","buttons":"post-update-buttons","fields":["my-update-field","my-blocker-field"]},"children":[]}}
+{"op":"add","path":"/elements/my-update-field","value":{"type":"FormControl","props":{"label":"Your update","hint":"Keep it concise and specific.","input":"my-update-input"},"children":[]}}
+{"op":"add","path":"/elements/my-update-input","value":{"type":"TextArea","props":{"name":"myUpdate","placeholder":"Yesterday I… Today I…","rows":4,"value":{"$bindState":"/draftUpdate"}},"children":[]}}
+{"op":"add","path":"/state/draftUpdate","value":""}
+{"op":"add","path":"/elements/my-blocker-field","value":{"type":"FormControl","props":{"label":"Blockers (optional)","hint":"Mention who can help if you are blocked.","input":"my-blocker-input"},"children":[]}}
+{"op":"add","path":"/elements/my-blocker-input","value":{"type":"Input","props":{"name":"myBlocker","placeholder":"e.g. Need review from Design","value":{"$bindState":"/draftBlocker"}},"children":[]}}
+{"op":"add","path":"/state/draftBlocker","value":""}
+{"op":"add","path":"/elements/post-update-buttons","value":{"type":"Buttons","props":{"buttons":["post-update-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/post-update-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Team member","status":"Posted","update":{"$state":"/draftUpdate"},"progress":0,"isBlocked":false,"blocker":{"$state":"/draftBlocker"}},"clearStatePath":"/draftUpdate"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r2.txt
new file mode 100644
index 000000000..96410864b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r2.txt
@@ -0,0 +1,44 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["standup-header","missing-callout","blocked-section","updates-section","post-update-section"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between","gap":"m"},"children":["header-copy","missing-badge"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","today-date"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/today}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/missing-badge","value":{"type":"Badge","props":{"text":{"$template":"${/missingCount} updates missing"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/missing-callout","value":{"type":"Callout","props":{"variant":"info","title":"Waiting on 2 teammates","description":"Priya and Jordan have not posted their standup updates yet. Send them a quick reminder when convenient."},"children":[]}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Blocked teammates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedUpdates","key":"id"},"children":["blocked-update-card"]}}
+{"op":"add","path":"/elements/blocked-update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["blocked-person","blocked-status","blocked-reason"]}}
+{"op":"add","path":"/elements/blocked-person","value":{"type":"TextContent","props":{"text":{"$template":"🚧 ${name} · ${role}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/blocked-status","value":{"type":"TextContent","props":{"text":{"$template":"Today: ${todayFocus}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/blocked-reason","value":{"type":"TextCallout","props":{"variant":"danger","title":"Blocker","description":{"$item":"blocker"}},"children":[]}}
+{"op":"add","path":"/state/blockedUpdates","value":[]}
+{"op":"add","path":"/state/blockedUpdates/0","value":{"id":"marcus","name":"Marcus Lee","role":"Backend Engineer","todayFocus":"Finish the billing webhook retry flow","blocker":"Waiting for production Stripe webhook credentials from Finance."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today’s updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-person","update-yesterday","update-today","update-blocker"]}}
+{"op":"add","path":"/elements/update-person","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-yesterday","value":{"type":"TextContent","props":{"text":{"$template":"Yesterday: ${yesterday}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-today","value":{"type":"TextContent","props":{"text":{"$template":"Today: ${todayFocus}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-blocker","value":{"type":"TextContent","props":{"text":{"$template":"Blockers: ${blocker}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"elena","name":"Elena Torres","role":"Product Designer","yesterday":"Completed the mobile onboarding prototype and incorporated accessibility feedback.","todayFocus":"Prepare handoff notes for the onboarding flow and review settings screens.","blocker":"None"}}
+{"op":"add","path":"/state/updates/1","value":{"id":"marcus","name":"Marcus Lee","role":"Backend Engineer","yesterday":"Added idempotency handling to the billing webhook service.","todayFocus":"Finish the billing webhook retry flow.","blocker":"Waiting for production Stripe webhook credentials from Finance."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"noah","name":"Noah Williams","role":"Frontend Engineer","yesterday":"Resolved the dashboard loading-state regressions.","todayFocus":"Connect the new activity feed to the API and add empty states.","blocker":"None"}}
+{"op":"add","path":"/state/updates/3","value":{"id":"sana","name":"Sana Patel","role":"QA Engineer","yesterday":"Ran regression testing on release 2.14 and logged three minor defects.","todayFocus":"Verify fixes for the checkout flow and update the release checklist.","blocker":"None"}}
+{"op":"add","path":"/elements/post-update-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-update-heading","post-update-form"]}}
+{"op":"add","path":"/elements/post-update-heading","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Share what you completed, what you plan to do today, and anything blocking you."},"children":[]}}
+{"op":"add","path":"/elements/post-update-form","value":{"type":"Form","props":{"name":"my-standup","fields":["yesterday-control","today-control","blocker-control"],"buttons":"post-update-buttons"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-control","value":{"type":"FormControl","props":{"label":"What did you complete yesterday?","hint":"Keep it concise and outcome-focused.","input":"yesterday-input"},"children":[]}}
+{"op":"add","path":"/elements/yesterday-input","value":{"type":"TextArea","props":{"name":"yesterday","placeholder":"Completed work, reviews, or decisions...","rows":3,"value":{"$bindState":"/myUpdate/yesterday"}},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":{"yesterday":"","todayFocus":"","blocker":""}}
+{"op":"add","path":"/elements/today-control","value":{"type":"FormControl","props":{"label":"What are you focused on today?","input":"today-input"},"children":[]}}
+{"op":"add","path":"/elements/today-input","value":{"type":"TextArea","props":{"name":"todayFocus","placeholder":"Your top priorities for today...","rows":3,"value":{"$bindState":"/myUpdate/todayFocus"}},"children":[]}}
+{"op":"add","path":"/elements/blocker-control","value":{"type":"FormControl","props":{"label":"Anything blocking you?","hint":"Write “None” if you are unblocked.","input":"blocker-input"},"children":[]}}
+{"op":"add","path":"/elements/blocker-input","value":{"type":"TextArea","props":{"name":"blocker","placeholder":"Dependencies, decisions, or access you need...","rows":2,"value":{"$bindState":"/myUpdate/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-update-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["post-update-button"]},"children":[]}}
+{"op":"add","path":"/elements/post-update-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Team member","yesterday":{"$state":"/myUpdate/yesterday"},"todayFocus":{"$state":"/myUpdate/todayFocus"},"blocker":{"$state":"/myUpdate/blocker"}}}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r3.txt
new file mode 100644
index 000000000..448d7bbcf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r3.txt
@@ -0,0 +1,37 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["standup-header","blocked-callout","updates-section","post-update-section"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"l"},"children":["header-copy","missing-summary"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","today-date"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-date","value":{"type":"TextContent","props":{"text":{"$template":"Today · ${/todayDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/todayDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/missing-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["missing-count","missing-label"]}}
+{"op":"add","path":"/elements/missing-count","value":{"type":"TextContent","props":{"text":{"$template":"${/missingUpdates}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/missingUpdates","value":2}
+{"op":"add","path":"/elements/missing-label","value":{"type":"TextContent","props":{"text":"updates still missing","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/blocked-callout","value":{"type":"Callout","props":{"variant":"warning","title":"1 teammate is blocked","description":"Priya needs the production API credentials to complete the partner webhook integration."},"children":[]}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Team updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-topline","update-status","update-blocker"]}}
+{"op":"add","path":"/elements/update-topline","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["teammate-name","update-state-tag"]}}
+{"op":"add","path":"/elements/teammate-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-state-tag","value":{"type":"Tag","props":{"text":{"$cond":{"$item":"blocked"},"$then":"Blocked","$else":"On track"},"variant":{"$cond":{"$item":"blocked"},"$then":"danger","$else":"success"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"TextContent","props":{"text":{"$item":"status"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-blocker","value":{"type":"TextCallout","props":{"variant":"danger","title":"Blocker","description":{"$item":"blocker"}},"visible":{"$item":"blocked"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"maya","name":"Maya Chen","role":"Product Designer","status":"Finalizing the onboarding flow and handing off responsive specs for the billing settings screens.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/1","value":{"id":"priya","name":"Priya Nair","role":"Backend Engineer","status":"Completed webhook retry logic and started the partner integration test suite.","blocked":true,"blocker":"Waiting for production API credentials from the partner team."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"lucas","name":"Lucas Martin","role":"Frontend Engineer","status":"Shipped the new activity feed filters and reviewing accessibility fixes for the dashboard.","blocked":false,"blocker":""}}
+{"op":"add","path":"/state/updates/3","value":{"id":"elena","name":"Elena Rossi","role":"Customer Success","status":"Prepared launch outreach for the pilot cohort and summarized feedback from last week's interviews.","blocked":false,"blocker":""}}
+{"op":"add","path":"/elements/post-update-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-update-heading","post-update-form"]}}
+{"op":"add","path":"/elements/post-update-heading","value":{"type":"CardHeader","props":{"title":"Post your update","subtitle":"Share what you completed, what you plan next, and anything blocking you."},"children":[]}}
+{"op":"add","path":"/elements/post-update-form","value":{"type":"Form","props":{"name":"daily-standup","fields":["my-update-field","my-blocker-field"],"buttons":"post-update-buttons"},"children":[]}}
+{"op":"add","path":"/elements/my-update-field","value":{"type":"FormControl","props":{"label":"Today's update","hint":"What did you do, and what is next?","input":"my-update-input"},"children":[]}}
+{"op":"add","path":"/elements/my-update-input","value":{"type":"TextArea","props":{"name":"myUpdate","placeholder":"Example: Finished the release notes and will review the analytics dashboard.","rows":4,"value":{"$bindState":"/myUpdate"}},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":""}
+{"op":"add","path":"/elements/my-blocker-field","value":{"type":"FormControl","props":{"label":"Blocker (optional)","hint":"Leave blank if you are not blocked.","input":"my-blocker-input"},"children":[]}}
+{"op":"add","path":"/elements/my-blocker-input","value":{"type":"Input","props":{"name":"myBlocker","placeholder":"What do you need to move forward?","value":{"$bindState":"/myBlocker"}},"children":[]}}
+{"op":"add","path":"/state/myBlocker","value":""}
+{"op":"add","path":"/elements/post-update-buttons","value":{"type":"Buttons","props":{"buttons":["post-update-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/post-update-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Team member","status":{"$state":"/myUpdate"},"blocked":false,"blocker":{"$state":"/myBlocker"}},"clearStatePath":"/myUpdate"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r4.txt
new file mode 100644
index 000000000..f876bf164
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-standup__r4.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"standup-screen"}
+{"op":"add","path":"/elements/standup-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["standup-header","standup-summary","blocked-section","updates-section","post-update-section"]}}
+{"op":"add","path":"/elements/standup-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-copy","date-badge"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Async standup","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Share progress, surface blockers, and keep the team aligned.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/date-badge","value":{"type":"Badge","props":{"text":{"$state":"/today"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/today","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/standup-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["summary-copy","missing-alert"]}}
+{"op":"add","path":"/elements/summary-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["summary-heading","summary-text"]}}
+{"op":"add","path":"/elements/summary-heading","value":{"type":"Heading","props":{"text":"Team check-in","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/summary-text","value":{"type":"TextContent","props":{"text":{"$template":"${/submittedCount} of ${/teamCount} updates submitted"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/submittedCount","value":4}
+{"op":"add","path":"/state/teamCount","value":6}
+{"op":"add","path":"/elements/missing-alert","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"${/missingCount} updates still missing"},"description":"Waiting on Priya Shah and Daniel Ortiz to post their standups."},"children":[]}}
+{"op":"add","path":"/state/missingCount","value":2}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["blocked-heading","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-heading","value":{"type":"Heading","props":{"text":"Needs attention","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockers","key":"id"},"children":["blocker-callout"]}}
+{"op":"add","path":"/elements/blocker-callout","value":{"type":"Callout","props":{"variant":"warning","title":{"$template":"${name} is blocked"},"description":{"$template":"${blocker} — ${helpNeeded}"}},"children":[]}}
+{"op":"add","path":"/state/blockers","value":[]}
+{"op":"add","path":"/state/blockers/0","value":{"id":"morgan","name":"Morgan Lee","blocker":"Waiting for production API credentials","helpNeeded":"DevOps: can someone confirm the access request?"}}
+{"op":"add","path":"/state/blockers/1","value":{"id":"elena","name":"Elena Rossi","blocker":"Design review is pending for the billing flow","helpNeeded":"Product: please approve the latest prototype."}}
+{"op":"add","path":"/elements/updates-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["updates-heading","updates-list"]}}
+{"op":"add","path":"/elements/updates-heading","value":{"type":"Heading","props":{"text":"Today's updates","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/updates-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/updates","key":"id"},"children":["update-card"]}}
+{"op":"add","path":"/elements/update-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["update-topline","update-yesterday","update-today","update-blocker"]}}
+{"op":"add","path":"/elements/update-topline","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s"},"children":["update-name","update-status"]}}
+{"op":"add","path":"/elements/update-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/update-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/updates","not":true},"$then":"neutral","$else":"info"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/update-yesterday","value":{"type":"TextContent","props":{"text":{"$template":"**Completed:** ${completed}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-today","value":{"type":"TextContent","props":{"text":{"$template":"**Today:** ${today}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/update-blocker","value":{"type":"TextContent","props":{"text":{"$template":"**Blockers:** ${blocker}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/updates","value":[]}
+{"op":"add","path":"/state/updates/0","value":{"id":"aisha","name":"Aisha Patel","role":"Engineering","status":"On track","completed":"Finished the notification preference API and added integration tests.","today":"Wire the API into the settings screen and review the mobile PR.","blocker":"None."}}
+{"op":"add","path":"/state/updates/1","value":{"id":"morgan","name":"Morgan Lee","role":"Platform","status":"Blocked","completed":"Completed the deployment runbook and staged the worker queue changes.","today":"Validate the queue changes in production once credentials arrive.","blocker":"Waiting for production API credentials."}}
+{"op":"add","path":"/state/updates/2","value":{"id":"elena","name":"Elena Rossi","role":"Design","status":"Blocked","completed":"Refined empty states for the billing experience.","today":"Prepare handoff specs after the billing flow review.","blocker":"Design review is pending for the billing flow."}}
+{"op":"add","path":"/state/updates/3","value":{"id":"jordan","name":"Jordan Kim","role":"Product","status":"On track","completed":"Synthesized customer interview notes and prioritized onboarding feedback.","today":"Draft the Q4 onboarding experiment brief.","blocker":"None."}}
+{"op":"add","path":"/elements/post-update-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["post-update-heading","post-update-form"]}}
+{"op":"add","path":"/elements/post-update-heading","value":{"type":"Heading","props":{"text":"Post your update","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/post-update-form","value":{"type":"Form","props":{"name":"myStandup","buttons":"post-update-buttons","fields":["completed-control","today-control","blocker-control"]},"children":[]}}
+{"op":"add","path":"/elements/completed-control","value":{"type":"FormControl","props":{"label":"What did you complete?","hint":"Share your most meaningful progress.","input":"completed-input"},"children":[]}}
+{"op":"add","path":"/elements/completed-input","value":{"type":"TextArea","props":{"name":"completed","placeholder":"Finished, shipped, or learned…","rows":3,"value":{"$bindState":"/myUpdate/completed"}},"children":[]}}
+{"op":"add","path":"/state/myUpdate","value":{"completed":"","today":"","blocker":""}}
+{"op":"add","path":"/elements/today-control","value":{"type":"FormControl","props":{"label":"What are you working on today?","hint":"Focus on your next priority.","input":"today-input"},"children":[]}}
+{"op":"add","path":"/elements/today-input","value":{"type":"TextArea","props":{"name":"today","placeholder":"Today's plan…","rows":3,"value":{"$bindState":"/myUpdate/today"}},"children":[]}}
+{"op":"add","path":"/elements/blocker-control","value":{"type":"FormControl","props":{"label":"Anything blocking you?","hint":"Say who or what could help unblock you.","input":"blocker-input"},"children":[]}}
+{"op":"add","path":"/elements/blocker-input","value":{"type":"TextArea","props":{"name":"blocker","placeholder":"No blockers, or describe what you need…","rows":2,"value":{"$bindState":"/myUpdate/blocker"}},"children":[]}}
+{"op":"add","path":"/elements/post-update-buttons","value":{"type":"Buttons","props":{"buttons":["post-update-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/post-update-button","value":{"type":"Button","props":{"label":"Post update","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/updates","value":{"id":"$id","name":"You","role":"Team member","status":"Submitted","completed":{"$state":"/myUpdate/completed"},"today":{"$state":"/myUpdate/today"},"blocker":{"$state":"/myUpdate/blocker"}},"clearStatePath":"/myUpdate"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r1.txt
new file mode 100644
index 000000000..4d084ef11
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r1.txt
@@ -0,0 +1,30 @@
+{"op":"add","path":"/root","value":"inventory-warning"}
+{"op":"add","path":"/elements/inventory-warning","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["warning-header","warning-callout","search-panel","inventory-section"]}}
+{"op":"add","path":"/elements/warning-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["warning-title","threshold-badge"]}}
+{"op":"add","path":"/elements/warning-title","value":{"type":"CardHeader","props":{"title":"Low inventory","subtitle":"Review items that need replenishment before they run out."},"children":[]}}
+{"op":"add","path":"/elements/threshold-badge","value":{"type":"Badge","props":{"text":{"$template":"Warning threshold: ${/inventoryThreshold} units"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/inventoryThreshold","value":12}
+{"op":"add","path":"/elements/warning-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Reorder recommended","description":"Items shown below have reached or fallen below your low-stock threshold of 12 units."},"children":[]}}
+{"op":"add","path":"/elements/search-panel","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["search-label","search-input"]}}
+{"op":"add","path":"/elements/search-label","value":{"type":"TextContent","props":{"text":"Search low-inventory items","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","placeholder":"Search by item name or SKU","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/inventory-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["inventory-section-header","low-stock-list"]}}
+{"op":"add","path":"/elements/inventory-section-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"baseline","gap":"m"},"children":["inventory-heading","inventory-count"]}}
+{"op":"add","path":"/elements/inventory-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/inventory-count","value":{"type":"TextContent","props":{"text":{"$template":"${/lowStockItemsCount} items need attention"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lowStockItemsCount","value":4}
+{"op":"add","path":"/elements/low-stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["low-stock-item"]}}
+{"op":"add","path":"/elements/low-stock-item","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["item-details","item-actions"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku","item-stock-status"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku} · Reorder point: ${threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-stock-status","value":{"type":"Badge","props":{"text":{"$template":"${remaining} units remaining"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/item-actions","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"s"},"children":["item-reorder-info","reorder-button"]}}
+{"op":"add","path":"/elements/item-reorder-info","value":{"type":"TextContent","props":{"text":{"$template":"Suggested reorder: ${reorderQuantity} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":"Reorder item","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastReorder","value":{"itemId":{"$item":"id"},"itemName":{"$item":"name"},"status":"Reorder request started"}}}},"children":[]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"sku-1042","name":"Organic Whole Bean Coffee, 12 oz","sku":"COF-1042","remaining":4,"threshold":12,"reorderQuantity":36}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"sku-2087","name":"Matte Black Water Bottle, 20 oz","sku":"BOT-2087","remaining":7,"threshold":12,"reorderQuantity":24}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"sku-3115","name":"Cotton Canvas Tote Bag","sku":"TOT-3115","remaining":9,"threshold":12,"reorderQuantity":30}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"sku-4521","name":"Lavender Hand Soap Refill, 16 oz","sku":"SOAP-4521","remaining":11,"threshold":12,"reorderQuantity":48}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r2.txt
new file mode 100644
index 000000000..a5d249dd2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r2.txt
@@ -0,0 +1,33 @@
+{"op":"add","path":"/root","value":"inventory-warning-screen"}
+{"op":"add","path":"/elements/inventory-warning-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["inventory-header","inventory-alert","search-control","threshold-card","low-stock-section"]}}
+{"op":"add","path":"/elements/inventory-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["inventory-title","inventory-subtitle"]}}
+{"op":"add","path":"/elements/inventory-title","value":{"type":"Heading","props":{"text":"Low inventory","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/inventory-subtitle","value":{"type":"TextContent","props":{"text":"Review items that need replenishment and place reorder requests before stock runs out.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/inventory-alert","value":{"type":"Alert","props":{"title":"Reorder attention needed","description":{"$template":"${/lowStockCount} items are at or below their low-inventory threshold."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/lowStockCount","value":4}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search low-inventory items","hint":"Search by product name, SKU, or category.","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventorySearch","placeholder":"Search items…","type":"text","value":{"$bindState":"/inventorySearch"}},"children":[]}}
+{"op":"add","path":"/state/inventorySearch","value":""}
+{"op":"add","path":"/elements/threshold-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["threshold-copy","threshold-badge"]}}
+{"op":"add","path":"/elements/threshold-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["threshold-heading","threshold-description"]}}
+{"op":"add","path":"/elements/threshold-heading","value":{"type":"Heading","props":{"text":"Warning threshold","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/threshold-description","value":{"type":"TextContent","props":{"text":{"$template":"Items appear here when available stock reaches ${/warningThreshold} units or fewer."},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/threshold-badge","value":{"type":"Badge","props":{"text":{"$template":"≤ ${/warningThreshold} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/warningThreshold","value":12}
+{"op":"add","path":"/elements/low-stock-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["low-stock-heading","low-stock-list"]}}
+{"op":"add","path":"/elements/low-stock-heading","value":{"type":"Heading","props":{"text":"Items running low","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/low-stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["low-stock-item"]}}
+{"op":"add","path":"/elements/low-stock-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["item-details","item-stock-status","reorder-button"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-sku","item-category"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"size":"sm","variant":"neutral"},"children":[]}}
+{"op":"add","path":"/elements/item-stock-status","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["remaining-units","item-threshold"]}}
+{"op":"add","path":"/elements/remaining-units","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units left"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-threshold","value":{"type":"TextContent","props":{"text":{"$template":"Warning at ${threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderNotice","value":{"$template":"Reorder request started for ${name}."}}}},"children":[]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"sku-10482","name":"Organic Whole Bean Coffee","sku":"COF-10482","category":"Grocery","remaining":4,"threshold":12}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"sku-20917","name":"Insulated Travel Mug, 16 oz","sku":"DRK-20917","category":"Drinkware","remaining":7,"threshold":10}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"sku-31506","name":"Cedar & Sage Hand Soap","sku":"HOM-31506","category":"Home care","remaining":3,"threshold":8}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"sku-48721","name":"Classic Canvas Tote Bag","sku":"ACC-48721","category":"Accessories","remaining":9,"threshold":12}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r3.txt
new file mode 100644
index 000000000..7d5072cf1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r3.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"inventory-warning"}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Low inventory","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Review items approaching their reorder point and replenish stock before it runs out.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/threshold-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Low-stock threshold","description":{"$template":"Items with ${/settings/lowStockThreshold} or fewer units on hand appear in this warning view."}},"children":[]}}
+{"op":"add","path":"/state/settings","value":{"lowStockThreshold":12}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventory-search","placeholder":"Search by item name or SKU","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search low-inventory items","hint":"Find an item to review or reorder.","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/list-heading","value":{"type":"Heading","props":{"text":"Items needing attention","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/low-stock-count","value":{"type":"Badge","props":{"text":{"$template":"${/inventorySummary/lowStockCount} items low"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/inventorySummary","value":{"lowStockCount":4}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"start"},"children":["item-name","item-sku","item-category"]}}
+{"op":"add","path":"/elements/units-remaining","value":{"type":"TextContent","props":{"text":{"$template":"${units} units remaining"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/reorder-point","value":{"type":"TextContent","props":{"text":{"$template":"Warning threshold: ${threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-status","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["units-remaining","reorder-point"]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedReorderItem","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/elements/low-stock-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["item-details","stock-status","reorder-button"]}}
+{"op":"add","path":"/elements/low-stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["low-stock-row"]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"inv-101","name":"Organic Whole Bean Coffee","sku":"COF-ORG-1KG","category":"Grocery","units":4,"threshold":12}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"inv-102","name":"Matte Black Water Bottle","sku":"BOT-MBK-750","category":"Drinkware","units":7,"threshold":12}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"inv-103","name":"Linen Notebook, Sand","sku":"NOTE-LIN-SND","category":"Stationery","units":9,"threshold":12}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"inv-104","name":"Cedar + Sage Candle","sku":"CND-CED-240","category":"Home Fragrance","units":2,"threshold":12}}
+{"op":"add","path":"/elements/reorder-confirmation","value":{"type":"Callout","props":{"variant":"success","title":"Reorder item selected","description":{"$template":"Ready to create a purchase order for item ${/selectedReorderItem}."}},"visible":{"$state":"/selectedReorderItem"},"children":[]}}
+{"op":"add","path":"/state/selectedReorderItem","value":""}
+{"op":"add","path":"/elements/inventory-warning","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l","align":"stretch"},"children":["page-title","page-subtitle","threshold-callout","search-control","list-heading","low-stock-count","low-stock-list","reorder-confirmation"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r4.txt
new file mode 100644
index 000000000..f34484a63
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-stock__r4.txt
@@ -0,0 +1,29 @@
+{"op":"add","path":"/root","value":"low-inventory-screen"}
+{"op":"add","path":"/elements/low-inventory-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["inventory-header","inventory-alert","search-section","inventory-list-section"]}}
+{"op":"add","path":"/elements/inventory-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Low inventory","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Review items that have reached their reorder threshold and restock before they run out.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/inventory-alert","value":{"type":"Alert","props":{"title":"Restock attention needed","description":{"$template":"${/lowInventoryCount} products are at or below their configured warning threshold."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/lowInventoryCount","value":4}
+{"op":"add","path":"/elements/search-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["search-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search low-stock items","hint":"Search by product name, SKU, or category.","input":"search-input"},"children":[]}}
+{"op":"add","path":"/elements/search-input","value":{"type":"Input","props":{"name":"inventorySearch","placeholder":"Search items…","type":"text","value":{"$bindState":"/searchQuery"}},"children":[]}}
+{"op":"add","path":"/state/searchQuery","value":""}
+{"op":"add","path":"/elements/inventory-list-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["inventory-section-heading","low-stock-list"]}}
+{"op":"add","path":"/elements/inventory-section-heading","value":{"type":"Heading","props":{"text":"Items to reorder","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/low-stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/lowStockItems","key":"id"},"children":["low-stock-item"]}}
+{"op":"add","path":"/state/lowStockItems","value":[]}
+{"op":"add","path":"/state/lowStockItems/0","value":{"id":"sku-10482","name":"Organic Whole Bean Coffee, 12 oz","sku":"SKU-10482","category":"Grocery","remaining":6,"threshold":12,"reorderQuantity":36}}
+{"op":"add","path":"/state/lowStockItems/1","value":{"id":"sku-20819","name":"Matte Black Water Bottle, 24 oz","sku":"SKU-20819","category":"Drinkware","remaining":3,"threshold":10,"reorderQuantity":24}}
+{"op":"add","path":"/state/lowStockItems/2","value":{"id":"sku-31507","name":"Linen Blend Market Tote","sku":"SKU-31507","category":"Accessories","remaining":8,"threshold":15,"reorderQuantity":30}}
+{"op":"add","path":"/state/lowStockItems/3","value":{"id":"sku-44261","name":"Cedar & Sage Candle, 8 oz","sku":"SKU-44261","category":"Home Fragrance","remaining":2,"threshold":8,"reorderQuantity":20}}
+{"op":"add","path":"/elements/low-stock-item","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["item-details","item-stock-summary","reorder-button"]}}
+{"op":"add","path":"/elements/item-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["item-name","item-meta","item-category"]}}
+{"op":"add","path":"/elements/item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/item-meta","value":{"type":"TextContent","props":{"text":{"$template":"SKU: ${sku}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/item-category","value":{"type":"Tag","props":{"text":{"$item":"category"},"variant":"secondary","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/item-stock-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"center"},"children":["remaining-units","threshold-text"]}}
+{"op":"add","path":"/elements/remaining-units","value":{"type":"TextContent","props":{"text":{"$template":"${remaining} units remaining"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/threshold-text","value":{"type":"TextContent","props":{"text":{"$template":"Warning threshold: ${threshold} units"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":{"$template":"Reorder ${reorderQuantity} units"},"variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/lastReorderItem","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/lastReorderItem","value":""}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r1.txt
new file mode 100644
index 000000000..694cb33a7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r1.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"support-dashboard"}
+{"op":"add","path":"/elements/support-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","metrics-row","ticket-controls","recent-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"CardHeader","props":{"title":"Support morning view","subtitle":"Monitor workload and respond to the newest customer requests."},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new ticket","title":"Create support ticket","description":"Capture a new customer request for the support queue.","triggerVariant":"default","content":["new-ticket-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","fields":["new-ticket-subject-control","new-ticket-priority-control","new-ticket-description-control"],"buttons":"new-ticket-buttons"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject-control","value":{"type":"FormControl","props":{"label":"Subject","hint":"Briefly describe the customer issue.","input":"new-ticket-subject"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Unable to export monthly report","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","priority":"High","description":""}}
+{"op":"add","path":"/elements/new-ticket-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority","value":{"type":"Select","props":{"name":"priority","items":["priority-low","priority-medium","priority-high","priority-urgent"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priority-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/priority-urgent","value":{"type":"SelectItem","props":{"value":"Urgent","label":"Urgent"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-description-control","value":{"type":"FormControl","props":{"label":"Description","input":"new-ticket-description"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-description","value":{"type":"TextArea","props":{"name":"description","placeholder":"Add customer context, impact, and troubleshooting details.","rows":4,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["create-ticket-button"]},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"customer":"New customer","updated":"Just now","status":"Open"},"clearStatePath":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["open-tickets-metric","response-time-metric"]}}
+{"op":"add","path":"/elements/open-tickets-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["open-tickets-label","open-tickets-value"]}}
+{"op":"add","path":"/elements/open-tickets-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-tickets-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":24,"averageFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/response-time-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["response-time-label","response-time-value"]}}
+{"op":"add","path":"/elements/response-time-label","value":{"type":"TextContent","props":{"text":"Avg. first-response time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-time-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/ticket-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["ticket-filter-copy","priority-filter"]}}
+{"op":"add","path":"/elements/ticket-filter-copy","value":{"type":"TextContent","props":{"text":"Queue filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/priority-filter","value":{"type":"SwitchGroup","props":{"name":"priorityFilter","variant":"clear","items":["high-priority-toggle"],"value":{"$bindState":"/filters/highPriorityOnly"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"highPriorityOnly":[]}}
+{"op":"add","path":"/elements/high-priority-toggle","value":{"type":"SwitchItem","props":{"name":"highPriorityOnly","label":"High-priority only","description":"Show urgent and high-priority tickets first."},"children":[]}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["recent-header","tickets-list"]}}
+{"op":"add","path":"/elements/recent-header","value":{"type":"CardHeader","props":{"title":"Five most recent tickets","subtitle":"Latest activity in the support queue"},"children":[]}}
+{"op":"add","path":"/elements/tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["ticket-details","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-subject","ticket-meta"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · Updated ${updated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/filters/highPriorityOnly"},"$then":"danger","$else":"warning"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"T-10482","subject":"Checkout page returns a 500 error","priority":"Urgent","customer":"Northstar Labs","updated":"8 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"T-10481","subject":"SSO provisioning is delayed for new hires","priority":"High","customer":"Helio Health","updated":"16 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"T-10480","subject":"Invoice export is missing line-item details","priority":"High","customer":"Cedar & Co.","updated":"27 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"T-10479","subject":"Question about team permission settings","priority":"Medium","customer":"Brightfield Studio","updated":"41 min ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"T-10478","subject":"Request to update billing contact email","priority":"Low","customer":"Atlas Freight","updated":"1 hr ago","status":"Open"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r2.txt
new file mode 100644
index 000000000..646fae07a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r2.txt
@@ -0,0 +1,46 @@
+{"op":"add","path":"/root","value":"support-dashboard"}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Support Morning View","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Start the day with a clear view of your team’s queue and newest customer requests.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-button","value":{"type":"Button","props":{"label":"Open new ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newTicketOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/top-bar","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","new-ticket-button","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/open-tickets-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/open-tickets-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":24,"averageFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/open-tickets-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["open-tickets-label","open-tickets-value"]}}
+{"op":"add","path":"/elements/response-time-label","value":{"type":"TextContent","props":{"text":"Average first-response time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/response-time-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/response-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["response-time-label","response-time-value"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch"},"children":["open-tickets-card","response-time-card"]}}
+{"op":"add","path":"/elements/filter-high-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/highPriorityOnly"},"$then":"Showing high priority","$else":"High priority only"},"variant":{"$cond":{"$state":"/highPriorityOnly"},"$then":"primary","$else":"secondary"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/highPriorityOnly","value":{"$cond":{"$state":"/highPriorityOnly"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/state/highPriorityOnly","value":false}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recent-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["recent-heading","filter-high-button"]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-customer","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${updatedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Badge","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/highPriorityOnly"},"$then":"destructive","$else":"secondary"}},"children":[]}}
+{"op":"add","path":"/elements/ticket-main","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-subject","ticket-customer"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["ticket-main","ticket-priority"]}}
+{"op":"add","path":"/elements/recent-ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/recentTickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/state/recentTickets","value":[]}
+{"op":"add","path":"/state/recentTickets/0","value":{"id":"TKT-1048","subject":"Unable to reset account password","customer":"Maya Chen","priority":"High","updatedAt":"9:12 AM"}}
+{"op":"add","path":"/state/recentTickets/1","value":{"id":"TKT-1047","subject":"Invoice shows duplicate charge","customer":"Northstar Labs","priority":"High","updatedAt":"9:04 AM"}}
+{"op":"add","path":"/state/recentTickets/2","value":{"id":"TKT-1046","subject":"Question about SSO setup","customer":"Jordan Williams","priority":"Medium","updatedAt":"8:56 AM"}}
+{"op":"add","path":"/state/recentTickets/3","value":{"id":"TKT-1045","subject":"Export report is missing columns","customer":"Cedar & Co.","priority":"Medium","updatedAt":"8:41 AM"}}
+{"op":"add","path":"/state/recentTickets/4","value":{"id":"TKT-1044","subject":"Request to update billing contact","customer":"Priya Nair","priority":"Low","updatedAt":"8:29 AM"}}
+{"op":"add","path":"/elements/new-ticket-title","value":{"type":"Heading","props":{"text":"Open a new ticket","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject-input","value":{"type":"Input","props":{"name":"ticketSubject","placeholder":"Briefly describe the issue","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","customer":"","priority":"Medium"}}
+{"op":"add","path":"/elements/new-ticket-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"new-ticket-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-customer-input","value":{"type":"Input","props":{"name":"ticketCustomer","placeholder":"Customer name or company","value":{"$bindState":"/newTicket/customer"}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-customer-control","value":{"type":"FormControl","props":{"label":"Customer","input":"new-ticket-customer-input"},"children":[]}}
+{"op":"add","path":"/elements/priority-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-input","value":{"type":"Select","props":{"name":"ticketPriority","items":["priority-low","priority-medium","priority-high"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority-input"},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/recentTickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"updatedAt":"Just now"},"clearStatePath":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/cancel-ticket-button","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newTicketOpen","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-actions","value":{"type":"Buttons","props":{"buttons":["create-ticket-button","cancel-ticket-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/newTicketOpen"},"children":["new-ticket-title","new-ticket-subject-control","new-ticket-customer-control","new-ticket-priority-control","new-ticket-actions"]}}
+{"op":"add","path":"/state/newTicketOpen","value":false}
+{"op":"add","path":"/elements/support-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["top-bar","metrics-row","recent-header","recent-ticket-list","new-ticket-form"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r3.txt
new file mode 100644
index 000000000..6aca64611
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r3.txt
@@ -0,0 +1,50 @@
+{"op":"add","path":"/root","value":"support-morning"}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Support morning view","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Start with the queue that needs attention today.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/open-tickets-header","value":{"type":"CardHeader","props":{"title":"Open tickets","subtitle":"Current queue"},"children":[]}}
+{"op":"add","path":"/elements/open-tickets-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/openTickets} tickets awaiting resolution"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":27,"avgFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/open-tickets-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["open-tickets-header","open-tickets-value"]}}
+{"op":"add","path":"/elements/response-header","value":{"type":"CardHeader","props":{"title":"Average first response","subtitle":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/response-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/avgFirstResponse}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-note","value":{"type":"TextContent","props":{"text":"Within the team's 30-minute target.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/response-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["response-header","response-value","response-note"]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["open-tickets-card","response-card"]}}
+{"op":"add","path":"/elements/filter-label","value":{"type":"TextContent","props":{"text":"Queue filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/all-tickets-button","value":{"type":"Button","props":{"label":"All recent tickets","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filter/highPriorityOnly","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/high-priority-button","value":{"type":"Button","props":{"label":"High priority only","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/filter/highPriorityOnly","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/filter-buttons","value":{"type":"Buttons","props":{"buttons":["all-tickets-button","high-priority-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/state/filter","value":{"highPriorityOnly":false}}
+{"op":"add","path":"/elements/filter-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["filter-label","filter-buttons"]}}
+{"op":"add","path":"/elements/new-ticket-title","value":{"type":"Heading","props":{"text":"Open a new ticket","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject-input","value":{"type":"Input","props":{"name":"new-ticket-subject","placeholder":"Briefly describe the issue","type":"text","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":""}}
+{"op":"add","path":"/elements/new-ticket-subject-field","value":{"type":"FormControl","props":{"label":"Subject","hint":"Add a concise summary for the support queue.","input":"new-ticket-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-high","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-normal","value":{"type":"SelectItem","props":{"value":"Normal","label":"Normal"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-low","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-input","value":{"type":"Select","props":{"name":"new-ticket-priority","items":["new-ticket-priority-high","new-ticket-priority-normal","new-ticket-priority-low"],"placeholder":"Choose priority","value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/state/newTicket/priority","value":"Normal"}
+{"op":"add","path":"/elements/new-ticket-priority-field","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority-input"},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"priority":{"$state":"/newTicket/priority"},"requester":"New requester","updated":"Just now","status":"Open"},"clearStatePath":"/newTicket/subject"}}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"buttons":["create-ticket-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"new-ticket-form","buttons":"new-ticket-buttons","fields":["new-ticket-subject-field","new-ticket-priority-field"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"New ticket","title":"Open a new support ticket","description":"Create a ticket and set its initial priority.","content":["new-ticket-title","new-ticket-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/recent-heading","value":{"type":"Heading","props":{"text":"Five most recent tickets","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recent-description","value":{"type":"TextContent","props":{"text":"Sorted by most recently updated. Use the filter to focus on urgent work.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/ticket-requester","value":{"type":"TextContent","props":{"text":{"$template":"Requester: ${requester}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-updated","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${updated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"size":"md","variant":{"$cond":{"$state":"/filter/highPriorityOnly","eq":true},"$then":"danger","$else":"info"}},"children":[]}}
+{"op":"add","path":"/elements/ticket-detail","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ticket-subject","ticket-requester","ticket-updated"]}}
+{"op":"add","path":"/elements/ticket-row","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between"},"visible":{"$or":[{"$state":"/filter/highPriorityOnly","not":true},{"$item":"priority","eq":"High"}]},"children":["ticket-detail","ticket-priority"]}}
+{"op":"add","path":"/elements/ticket-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tickets","key":"id"},"children":["ticket-row"]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TCK-1048","subject":"Checkout fails for EU customers","priority":"High","requester":"Maya Chen","updated":"8 minutes ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TCK-1047","subject":"Unable to reset account password","priority":"Normal","requester":"Jordan Bell","updated":"16 minutes ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TCK-1046","subject":"Production API returning 502 errors","priority":"High","requester":"Northstar Health","updated":"24 minutes ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TCK-1045","subject":"Invoice export missing tax column","priority":"Low","requester":"Priya Shah","updated":"39 minutes ago","status":"Open"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TCK-1044","subject":"Request to add a billing administrator","priority":"Normal","requester":"Liam O'Connor","updated":"54 minutes ago","status":"Open"}}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["recent-heading","recent-description","ticket-list"]}}
+{"op":"add","path":"/elements/topbar","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["title","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/support-morning","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["topbar","subtitle","metrics-row","filter-card","recent-section"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r4.txt
new file mode 100644
index 000000000..740129db3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b2-support__r4.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"support-dashboard"}
+{"op":"add","path":"/elements/support-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","metrics-row","ticket-controls","recent-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-copy","new-ticket-dialog"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Support morning view","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor the queue, prioritize urgent work, and respond quickly.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new ticket","title":"Open a new support ticket","description":"Capture the customer issue and assign a priority.","content":["new-ticket-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-form","value":{"type":"Form","props":{"name":"newTicket","buttons":"new-ticket-buttons","fields":["new-ticket-subject-control","new-ticket-customer-control","new-ticket-priority-control","new-ticket-description-control"]},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject-control","value":{"type":"FormControl","props":{"label":"Subject","hint":"Use a concise summary of the issue.","input":"new-ticket-subject"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-subject","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Unable to reset password","value":{"$bindState":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/state/newTicket","value":{"subject":"","customer":"","priority":"High","description":""}}
+{"op":"add","path":"/elements/new-ticket-customer-control","value":{"type":"FormControl","props":{"label":"Customer","input":"new-ticket-customer"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-customer","value":{"type":"Input","props":{"name":"customer","placeholder":"Customer name or organization","value":{"$bindState":"/newTicket/customer"}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority-control","value":{"type":"FormControl","props":{"label":"Priority","input":"new-ticket-priority"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-priority","value":{"type":"Select","props":{"name":"priority","items":["priority-high-option","priority-medium-option","priority-low-option"],"value":{"$bindState":"/newTicket/priority"}},"children":[]}}
+{"op":"add","path":"/elements/priority-high-option","value":{"type":"SelectItem","props":{"value":"High","label":"High"},"children":[]}}
+{"op":"add","path":"/elements/priority-medium-option","value":{"type":"SelectItem","props":{"value":"Medium","label":"Medium"},"children":[]}}
+{"op":"add","path":"/elements/priority-low-option","value":{"type":"SelectItem","props":{"value":"Low","label":"Low"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-description-control","value":{"type":"FormControl","props":{"label":"Description","input":"new-ticket-description"},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-description","value":{"type":"TextArea","props":{"name":"description","placeholder":"Describe the issue, impact, and relevant details.","rows":4,"value":{"$bindState":"/newTicket/description"}},"children":[]}}
+{"op":"add","path":"/elements/new-ticket-buttons","value":{"type":"Buttons","props":{"buttons":["create-ticket-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/create-ticket-button","value":{"type":"Button","props":{"label":"Create ticket","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/tickets","value":{"id":"$id","subject":{"$state":"/newTicket/subject"},"customer":{"$state":"/newTicket/customer"},"priority":{"$state":"/newTicket/priority"},"created":"Just now","status":"Open"},"clearStatePath":"/newTicket/subject"}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["open-ticket-metric","response-time-metric"]}}
+{"op":"add","path":"/elements/open-ticket-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["open-ticket-label","open-ticket-value","open-ticket-note"]}}
+{"op":"add","path":"/elements/open-ticket-label","value":{"type":"TextContent","props":{"text":"Open tickets","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/open-ticket-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/openTickets"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"openTickets":24,"avgFirstResponse":"18 min"}}
+{"op":"add","path":"/elements/open-ticket-note","value":{"type":"TextContent","props":{"text":"Across all active support queues","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/response-time-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["response-time-label","response-time-value","response-time-note"]}}
+{"op":"add","path":"/elements/response-time-label","value":{"type":"TextContent","props":{"text":"Average first-response time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/response-time-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/avgFirstResponse"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/response-time-note","value":{"type":"TextContent","props":{"text":"Rolling average for the last 7 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/ticket-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["filter-copy","priority-filter"]}}
+{"op":"add","path":"/elements/filter-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["filter-title","filter-description"]}}
+{"op":"add","path":"/elements/filter-title","value":{"type":"TextContent","props":{"text":"Queue filter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/filter-description","value":{"type":"TextContent","props":{"text":"Narrow the recent ticket list by priority.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/priority-filter","value":{"type":"Select","props":{"name":"ticketPriorityFilter","items":["filter-all-option","filter-high-option"],"value":{"$bindState":"/ticketFilter"}},"children":[]}}
+{"op":"add","path":"/elements/filter-all-option","value":{"type":"SelectItem","props":{"value":"All","label":"All priorities"},"children":[]}}
+{"op":"add","path":"/elements/filter-high-option","value":{"type":"SelectItem","props":{"value":"High","label":"High priority only"},"children":[]}}
+{"op":"add","path":"/state/ticketFilter","value":"All"}
+{"op":"add","path":"/elements/recent-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["recent-header","all-tickets-list","high-tickets-list"]}}
+{"op":"add","path":"/elements/recent-header","value":{"type":"CardHeader","props":{"title":"Five most recent tickets","subtitle":"Newest incoming customer requests"},"children":[]}}
+{"op":"add","path":"/elements/all-tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"visible":{"$state":"/ticketFilter","eq":"All"},"repeat":{"statePath":"/tickets","key":"id"},"children":["all-ticket-row"]}}
+{"op":"add","path":"/elements/all-ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["all-ticket-details","all-ticket-priority"]}}
+{"op":"add","path":"/elements/all-ticket-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["all-ticket-subject","all-ticket-meta"]}}
+{"op":"add","path":"/elements/all-ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/all-ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${created}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/all-ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":{"$cond":{"$state":"/ticketFilter","eq":"High"},"$then":"danger","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/tickets","value":[]}
+{"op":"add","path":"/state/tickets/0","value":{"id":"TKT-1048","subject":"Checkout fails for corporate cards","customer":"Northstar Labs","priority":"High","created":"9:12 AM","status":"Open"}}
+{"op":"add","path":"/state/tickets/1","value":{"id":"TKT-1047","subject":"Unable to invite a new team member","customer":"Mira Chen","priority":"Medium","created":"8:56 AM","status":"Open"}}
+{"op":"add","path":"/state/tickets/2","value":{"id":"TKT-1046","subject":"Invoice PDF is missing tax details","customer":"Harbor & Pine","priority":"High","created":"8:41 AM","status":"Open"}}
+{"op":"add","path":"/state/tickets/3","value":{"id":"TKT-1045","subject":"Question about annual plan renewal","customer":"Jordan Ellis","priority":"Low","created":"8:27 AM","status":"Open"}}
+{"op":"add","path":"/state/tickets/4","value":{"id":"TKT-1044","subject":"Dashboard export times out","customer":"Atlas Freight","priority":"High","created":"8:03 AM","status":"Open"}}
+{"op":"add","path":"/elements/high-tickets-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"visible":{"$state":"/ticketFilter","eq":"High"},"repeat":{"statePath":"/tickets","key":"id"},"children":["high-ticket-row"]}}
+{"op":"add","path":"/elements/high-ticket-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"visible":{"$item":"priority","eq":"High"},"children":["high-ticket-details","high-ticket-priority"]}}
+{"op":"add","path":"/elements/high-ticket-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["high-ticket-subject","high-ticket-meta"]}}
+{"op":"add","path":"/elements/high-ticket-subject","value":{"type":"TextContent","props":{"text":{"$item":"subject"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-meta","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${created}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/high-ticket-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"danger","size":"sm"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r1.txt
new file mode 100644
index 000000000..1a07810c1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r1.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"clinic-day"}
+{"op":"add","path":"/elements/clinic-day","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","metrics-row","schedule-section","rooms-section","checkin-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-copy","date-controls"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","today-label"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Reception Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/today-label","value":{"type":"TextContent","props":{"text":{"$template":"Day view · ${/dayLabel}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/dayLabel","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Buttons","props":{"direction":"row","buttons":["previous-day","date-display","next-day"]},"children":[]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"‹ Previous","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/date-display","value":{"type":"Button","props":{"label":"Today","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Tuesday, August 18, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next ›","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expected-card","noshow-card","next-patient-card"]}}
+{"op":"add","path":"/elements/expected-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-heading","expected-value"]}}
+{"op":"add","path":"/elements/expected-heading","value":{"type":"TextContent","props":{"text":"Expected today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"TextContent","props":{"text":{"$template":"${/expectedPatients} patients"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":18}
+{"op":"add","path":"/elements/noshow-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-heading","noshow-value","noshow-note"]}}
+{"op":"add","path":"/elements/noshow-heading","value":{"type":"TextContent","props":{"text":"No-show rate · August","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":4.8}
+{"op":"add","path":"/elements/noshow-note","value":{"type":"TextContent","props":{"text":"3 missed visits out of 62 scheduled","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["next-heading","next-name","next-details","call-next-button"]}}
+{"op":"add","path":"/elements/next-heading","value":{"type":"TextContent","props":{"text":"Next patient to call","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-name","value":{"type":"TextContent","props":{"text":{"$state":"/nextPatient/name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maya Patel","time":"9:40 AM","provider":"Dr. Elena Torres","room":"Room 3"}}
+{"op":"add","path":"/elements/next-details","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/time} · ${/nextPatient/provider} · ${/nextPatient/room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/call-next-button","value":{"type":"Button","props":{"label":"Call patient","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/nextPatientCalled","value":true}}},"children":[]}}
+{"op":"add","path":"/state/nextPatientCalled","value":false}
+{"op":"add","path":"/elements/schedule-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["schedule-header","appointments-list"]}}
+{"op":"add","path":"/elements/schedule-header","value":{"type":"CardHeader","props":{"title":"Today’s appointments","subtitle":"Live schedule and check-in status"},"children":[]}}
+{"op":"add","path":"/elements/appointments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-001","time":"9:00 AM","name":"James Wilson","provider":"Dr. Elena Torres","visit":"Annual physical","room":"Room 1","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-002","time":"9:20 AM","name":"Olivia Chen","provider":"Dr. Marcus Reed","visit":"Follow-up visit","room":"Room 2","status":"In room"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-003","time":"9:40 AM","name":"Maya Patel","provider":"Dr. Elena Torres","visit":"New patient consult","room":"Room 3","status":"Ready to call"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-004","time":"10:00 AM","name":"Robert Garcia","provider":"Dr. Marcus Reed","visit":"Blood pressure check","room":"Room 1","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-005","time":"10:20 AM","name":"Sophia Bennett","provider":"Dr. Elena Torres","visit":"Lab review","room":"Room 4","status":"Scheduled"}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["appointment-time","appointment-details","appointment-status"]}}
+{"op":"add","path":"/elements/appointment-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appointment-name","appointment-meta"]}}
+{"op":"add","path":"/elements/appointment-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-meta","value":{"type":"TextContent","props":{"text":{"$template":"${visit} · ${provider} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rooms-header","room-list"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"CardHeader","props":{"title":"Rooms available now","subtitle":"Updated from the live room board"},"children":[]}}
+{"op":"add","path":"/elements/room-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/freeRooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":{"id":"room-4","name":"Room 4","note":"Available now"}}
+{"op":"add","path":"/state/freeRooms/1","value":{"id":"room-5","name":"Room 5","note":"Available now"}}
+{"op":"add","path":"/state/freeRooms/2","value":{"id":"room-6","name":"Room 6","note":"Available now"}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"${name} · ${note}"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/checkin-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["checkin-header","checkin-form"]}}
+{"op":"add","path":"/elements/checkin-header","value":{"type":"CardHeader","props":{"title":"Check in a patient","subtitle":"Search the schedule or enter the patient’s name"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","fields":["checkin-name-control","checkin-room-control"],"buttons":"checkin-buttons"},"children":[]}}
+{"op":"add","path":"/elements/checkin-name-control","value":{"type":"FormControl","props":{"label":"Patient name","hint":"Enter the patient name as it appears on the schedule","input":"checkin-name-input"},"children":[]}}
+{"op":"add","path":"/elements/checkin-name-input","value":{"type":"Input","props":{"name":"patientName","placeholder":"e.g., Maya Patel","type":"text","value":{"$bindState":"/checkin/name"}},"children":[]}}
+{"op":"add","path":"/state/checkin","value":{"name":"","room":"Room 4"}}
+{"op":"add","path":"/elements/checkin-room-control","value":{"type":"FormControl","props":{"label":"Assign room","input":"checkin-room-select"},"children":[]}}
+{"op":"add","path":"/elements/checkin-room-select","value":{"type":"Select","props":{"name":"room","items":["room-option-4","room-option-5","room-option-6"],"placeholder":"Select a room","value":{"$bindState":"/checkin/room"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/room-option-4","value":{"type":"SelectItem","props":{"value":"Room 4","label":"Room 4 — Available"},"children":[]}}
+{"op":"add","path":"/elements/room-option-5","value":{"type":"SelectItem","props":{"value":"Room 5","label":"Room 5 — Available"},"children":[]}}
+{"op":"add","path":"/elements/room-option-6","value":{"type":"SelectItem","props":{"value":"Room 6","label":"Room 6 — Available"},"children":[]}}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["checkin-submit","checkin-clear"]},"children":[]}}
+{"op":"add","path":"/elements/checkin-submit","value":{"type":"Button","props":{"label":"Check in patient","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkinComplete","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/checkin-clear","value":{"type":"Button","props":{"label":"Clear","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkin","value":{"name":"","room":"Room 4"}}}},"children":[]}}
+{"op":"add","path":"/state/checkinComplete","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r2.txt
new file mode 100644
index 000000000..f5959ac1b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r2.txt
@@ -0,0 +1,59 @@
+{"op":"add","path":"/root","value":"clinic-day"}
+{"op":"add","path":"/elements/clinic-day","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","day-controls","metrics-row","next-patient-card","schedule-section","rooms-card","checkin-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["page-title","today-badge"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["clinic-heading","clinic-subtitle"]}}
+{"op":"add","path":"/elements/clinic-heading","value":{"type":"Heading","props":{"text":"Reception desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/clinic-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Day view · ${/selectedDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/today-badge","value":{"type":"Badge","props":{"text":"Live schedule","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/day-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["previous-day","current-day-label","next-day"]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/current-day-label","value":{"type":"TextContent","props":{"text":{"$state":"/selectedDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expected-metric","noshow-metric"]}}
+{"op":"add","path":"/elements/expected-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Patients expected today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/expectedPatients} scheduled"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expectedPatients":14,"noShowRate":4.8}}
+{"op":"add","path":"/elements/noshow-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-label","noshow-value"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/noShowRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["next-patient-details","call-next-button"]}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["next-patient-label","next-patient-name","next-patient-meta"]}}
+{"op":"add","path":"/elements/next-patient-label","value":{"type":"Badge","props":{"text":"NEXT PATIENT","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$state":"/nextPatient/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maya Chen","time":"9:30 AM","provider":"Dr. Elena Morris","room":"Exam Room 2"}}
+{"op":"add","path":"/elements/next-patient-meta","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/time} · ${/nextPatient/provider} · ${/nextPatient/room}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/call-next-button","value":{"type":"Button","props":{"label":"Call patient","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/nextPatientCalled","value":true}}},"children":[]}}
+{"op":"add","path":"/state/nextPatientCalled","value":false}
+{"op":"add","path":"/elements/schedule-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["schedule-header","appointment-list"]}}
+{"op":"add","path":"/elements/schedule-header","value":{"type":"CardHeader","props":{"title":"Today’s appointments","subtitle":"14 patients scheduled · Times shown in local clinic time"},"children":[]}}
+{"op":"add","path":"/elements/appointment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-001","time":"8:30 AM","name":"Jordan Williams","provider":"Dr. Elena Morris","type":"Annual wellness visit","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-002","time":"9:00 AM","name":"Samuel Ortiz","provider":"Dr. Priya Shah","type":"Follow-up consultation","status":"In room"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-003","time":"9:30 AM","name":"Maya Chen","provider":"Dr. Elena Morris","type":"New patient visit","status":"Ready to call"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-004","time":"10:00 AM","name":"Avery Johnson","provider":"Dr. Priya Shah","type":"Medication review","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-005","time":"10:30 AM","name":"Noah Patel","provider":"Dr. Elena Morris","type":"Lab results review","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-006","time":"11:00 AM","name":"Olivia Brooks","provider":"Dr. Marcus Lee","type":"Routine follow-up","status":"Scheduled"}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["appointment-info","appointment-status"]}}
+{"op":"add","path":"/elements/appointment-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appointment-time-name","appointment-provider-type"]}}
+{"op":"add","path":"/elements/appointment-time-name","value":{"type":"TextContent","props":{"text":{"$template":"${time} · ${name}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-provider-type","value":{"type":"TextContent","props":{"text":{"$template":"${provider} · ${type}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/nextPatientCalled"},"$then":"secondary","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/rooms-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rooms-header","rooms-list"]}}
+{"op":"add","path":"/elements/rooms-header","value":{"type":"CardHeader","props":{"title":"Rooms free right now","subtitle":"Available for the next patient"},"children":[]}}
+{"op":"add","path":"/elements/rooms-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/freeRooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":{"id":"room-2","name":"Exam Room 2"}}
+{"op":"add","path":"/state/freeRooms/1","value":{"id":"room-4","name":"Exam Room 4"}}
+{"op":"add","path":"/state/freeRooms/2","value":{"id":"room-6","name":"Consult Room 1"}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$item":"name"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/checkin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["checkin-header","checkin-form"]}}
+{"op":"add","path":"/elements/checkin-header","value":{"type":"CardHeader","props":{"title":"Check in a patient","subtitle":"Search or enter the patient name, then confirm arrival."},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","fields":["checkin-name-control"],"buttons":"checkin-buttons"},"children":[]}}
+{"op":"add","path":"/elements/checkin-name-control","value":{"type":"FormControl","props":{"label":"Patient name","hint":"Enter a name to record arrival.","input":"checkin-name-input"},"children":[]}}
+{"op":"add","path":"/elements/checkin-name-input","value":{"type":"Input","props":{"name":"patientName","placeholder":"e.g., Maya Chen","type":"text","value":{"$bindState":"/checkin/patientName"}},"children":[]}}
+{"op":"add","path":"/state/checkin","value":{"patientName":"","confirmed":false}}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"buttons":["confirm-checkin"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/confirm-checkin","value":{"type":"Button","props":{"label":"Check in patient","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkin/confirmed","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r3.txt
new file mode 100644
index 000000000..3000bb736
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r3.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"clinic-day-view"}
+{"op":"add","path":"/elements/clinic-day-view","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","day-navigation","metrics-row","next-patient-card","schedule-section","rooms-section","checkin-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","today-badge"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Reception Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Day view · ${/selectedDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/today-badge","value":{"type":"Badge","props":{"text":"Open · 8:00 AM–5:00 PM","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/day-navigation","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["previous-day-button","selected-day-label","next-day-button"]}}
+{"op":"add","path":"/elements/previous-day-button","value":{"type":"Button","props":{"label":"← Previous day","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Monday, August 17, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/selected-day-label","value":{"type":"Heading","props":{"text":{"$state":"/selectedDate"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/next-day-button","value":{"type":"Button","props":{"label":"Next day →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDate","value":"Wednesday, August 19, 2026"}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expected-patients-metric","no-show-metric","schedule-progress-metric"]}}
+{"op":"add","path":"/elements/expected-patients-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value","expected-detail"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Expected today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/expectedPatients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/expected-detail","value":{"type":"TextContent","props":{"text":"12 scheduled appointments","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"expectedPatients":12,"noShowRate":4.8,"checkedIn":5}}
+{"op":"add","path":"/elements/no-show-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["no-show-label","no-show-value","no-show-detail"]}}
+{"op":"add","path":"/elements/no-show-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/no-show-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/noShowRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/no-show-detail","value":{"type":"TextContent","props":{"text":"Below clinic target of 6%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/schedule-progress-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["progress-label","progress-bar"]}}
+{"op":"add","path":"/elements/progress-label","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/checkedIn} of ${/metrics/expectedPatients} checked in"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/progress-bar","value":{"type":"Progress","props":{"value":42,"label":"Today's arrivals"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["next-patient-details","call-next-button"]}}
+{"op":"add","path":"/elements/next-patient-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["next-patient-label","next-patient-name","next-patient-meta"]}}
+{"op":"add","path":"/elements/next-patient-label","value":{"type":"Badge","props":{"text":"NEXT PATIENT","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-name","value":{"type":"Heading","props":{"text":{"$state":"/nextPatient/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/next-patient-meta","value":{"type":"TextContent","props":{"text":{"$template":"${/nextPatient/time} · ${/nextPatient/provider} · ${/nextPatient/room}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/nextPatient","value":{"name":"Maya Patel","time":"10:30 AM","provider":"Dr. Elena Morris","room":"Exam Room 2"}}
+{"op":"add","path":"/elements/call-next-button","value":{"type":"Button","props":{"label":"Call Maya","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/nextPatientCalled","value":true}}},"children":[]}}
+{"op":"add","path":"/state/nextPatientCalled","value":false}
+{"op":"add","path":"/elements/schedule-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["schedule-header","appointment-list"]}}
+{"op":"add","path":"/elements/schedule-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["schedule-title","schedule-count"]}}
+{"op":"add","path":"/elements/schedule-title","value":{"type":"Heading","props":{"text":"Today's appointments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/schedule-count","value":{"type":"Badge","props":{"text":{"$template":"${/metrics/expectedPatients} patients"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/appointment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/appointments","key":"id"},"children":["appointment-row"]}}
+{"op":"add","path":"/elements/appointment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["appointment-time","appointment-info","appointment-status"]}}
+{"op":"add","path":"/elements/appointment-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["appointment-patient","appointment-provider"]}}
+{"op":"add","path":"/elements/appointment-patient","value":{"type":"TextContent","props":{"text":{"$item":"patient"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/appointment-provider","value":{"type":"TextContent","props":{"text":{"$template":"${provider} · ${reason} · ${room}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/appointment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/appointments","value":[]}
+{"op":"add","path":"/state/appointments/0","value":{"id":"apt-01","time":"8:30 AM","patient":"Jordan Lee","provider":"Dr. Morris","reason":"Annual physical","room":"Exam Room 1","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/1","value":{"id":"apt-02","time":"9:00 AM","patient":"Robert Chen","provider":"Dr. Morris","reason":"Follow-up","room":"Exam Room 3","status":"In progress"}}
+{"op":"add","path":"/state/appointments/2","value":{"id":"apt-03","time":"10:00 AM","patient":"Sofia Ramirez","provider":"Dr. Ahmed","reason":"Lab review","room":"Exam Room 4","status":"Checked in"}}
+{"op":"add","path":"/state/appointments/3","value":{"id":"apt-04","time":"10:30 AM","patient":"Maya Patel","provider":"Dr. Morris","reason":"New patient visit","room":"Exam Room 2","status":"Ready to call"}}
+{"op":"add","path":"/state/appointments/4","value":{"id":"apt-05","time":"11:00 AM","patient":"Daniel Brooks","provider":"Dr. Ahmed","reason":"Medication review","room":"Exam Room 1","status":"Scheduled"}}
+{"op":"add","path":"/state/appointments/5","value":{"id":"apt-06","time":"11:30 AM","patient":"Olivia Grant","provider":"Dr. Morris","reason":"Wellness visit","room":"Exam Room 3","status":"Scheduled"}}
+{"op":"add","path":"/elements/rooms-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["rooms-title","room-list"]}}
+{"op":"add","path":"/elements/rooms-title","value":{"type":"Heading","props":{"text":"Rooms free right now","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/room-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","wrap":true},"repeat":{"statePath":"/freeRooms","key":"id"},"children":["room-tag"]}}
+{"op":"add","path":"/elements/room-tag","value":{"type":"Tag","props":{"text":{"$template":"${name} · Available"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/freeRooms","value":[]}
+{"op":"add","path":"/state/freeRooms/0","value":{"id":"room-5","name":"Exam Room 5"}}
+{"op":"add","path":"/state/freeRooms/1","value":{"id":"room-6","name":"Exam Room 6"}}
+{"op":"add","path":"/state/freeRooms/2","value":{"id":"room-procedure","name":"Procedure Room"}}
+{"op":"add","path":"/elements/checkin-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["checkin-title","checkin-form"]}}
+{"op":"add","path":"/elements/checkin-title","value":{"type":"Heading","props":{"text":"Check in a patient","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/checkin-form","value":{"type":"Form","props":{"name":"patient-checkin","fields":["checkin-patient-control"],"buttons":"checkin-buttons"},"children":[]}}
+{"op":"add","path":"/elements/checkin-patient-control","value":{"type":"FormControl","props":{"label":"Patient","hint":"Select an arriving patient from today's schedule.","input":"checkin-patient-select"},"children":[]}}
+{"op":"add","path":"/elements/checkin-patient-select","value":{"type":"Select","props":{"name":"checkinPatient","placeholder":"Choose a patient","items":["checkin-option-1","checkin-option-2","checkin-option-3"],"value":{"$bindState":"/checkinPatient"}},"children":[]}}
+{"op":"add","path":"/state/checkinPatient","value":""}
+{"op":"add","path":"/elements/checkin-option-1","value":{"type":"SelectItem","props":{"value":"Maya Patel","label":"Maya Patel · 10:30 AM"},"children":[]}}
+{"op":"add","path":"/elements/checkin-option-2","value":{"type":"SelectItem","props":{"value":"Daniel Brooks","label":"Daniel Brooks · 11:00 AM"},"children":[]}}
+{"op":"add","path":"/elements/checkin-option-3","value":{"type":"SelectItem","props":{"value":"Olivia Grant","label":"Olivia Grant · 11:30 AM"},"children":[]}}
+{"op":"add","path":"/elements/checkin-buttons","value":{"type":"Buttons","props":{"buttons":["checkin-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/checkin-button","value":{"type":"Button","props":{"label":"Check in patient","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/checkinConfirmation","value":true}}},"children":[]}}
+{"op":"add","path":"/state/checkinConfirmation","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r4.txt
new file mode 100644
index 000000000..ab30490d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-clinic__r4.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"clinic-day"}
+{"op":"add","path":"/elements/clinic-day","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["day-header","metrics-row","next-patient-card","schedule-section","rooms-section","checkin-card"]}}
+{"op":"add","path":"/elements/day-header","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","justify":"between","gap":"m"},"children":["day-title","day-navigation"]}}
+{"op":"add","path":"/elements/day-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["day-heading","day-subtitle"]}}
+{"op":"add","path":"/elements/day-heading","value":{"type":"Heading","props":{"text":{"$template":"Clinic schedule — ${/dayLabel}"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/day-subtitle","value":{"type":"TextContent","props":{"text":"Front desk day view • Live appointment status","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/day-navigation","value":{"type":"Buttons","props":{"buttons":["previous-day","today-button","next-day"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/previous-day","value":{"type":"Button","props":{"label":"← Previous","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Monday, August 17"}}},"children":[]}}
+{"op":"add","path":"/elements/today-button","value":{"type":"Button","props":{"label":"Today","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Tuesday, August 18"}}},"children":[]}}
+{"op":"add","path":"/elements/next-day","value":{"type":"Button","props":{"label":"Next →","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/dayLabel","value":"Wednesday, August 19"}}},"children":[]}}
+{"op":"add","path":"/state/dayLabel","value":"Tuesday, August 18"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["expected-metric","noshow-metric","rooms-metric"]}}
+{"op":"add","path":"/elements/expected-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["expected-label","expected-value"]}}
+{"op":"add","path":"/elements/expected-label","value":{"type":"TextContent","props":{"text":"Patients expected","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expected-value","value":{"type":"Heading","props":{"text":{"$state":"/expectedPatients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/expectedPatients","value":18}
+{"op":"add","path":"/elements/noshow-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["noshow-label","noshow-value","noshow-note"]}}
+{"op":"add","path":"/elements/noshow-label","value":{"type":"TextContent","props":{"text":"No-show rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/noshow-value","value":{"type":"Heading","props":{"text":{"$template":"${/noShowRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/noshow-note","value":{"type":"TextContent","props":{"text":"Below the 5% clinic target","size":"small"},"children":[]}}
+{"op":"add","path":"/state/noShowRate","value":3.8}
+{"op":"add","path":"/elements/rooms-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["rooms-label","rooms-value"]}}
+{"op":"add","path":"/elements/rooms-label","value":{"type":"TextContent","props":{"text":"Rooms free now","size":"small"},"children":[]}}
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new file mode 100644
index 000000000..9ef7d0f9c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-content__r1.txt
@@ -0,0 +1,71 @@
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-content__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-content__r2.txt
new file mode 100644
index 000000000..9a81f707d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-content__r2.txt
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r1.txt
new file mode 100644
index 000000000..ae154ac5a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r1.txt
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r2.txt
new file mode 100644
index 000000000..d1c4e4bc5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r2.txt
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+{"op":"add","path":"/state/followUps/1","value":{"id":"follow-2","task":"Confirm implementation timeline","dueDate":"Aug 21"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"follow-3","task":"Schedule renewal planning call","dueDate":"Aug 25"}}
+{"op":"add","path":"/elements/note-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["note-heading","note-input","save-note-button"]}}
+{"op":"add","path":"/elements/note-heading","value":{"type":"Heading","props":{"text":"Jot a note","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"accountNote","placeholder":"Capture an update, decision, or next step…","rows":4,"value":{"$bindState":"/newNote"}},"children":[]}}
+{"op":"add","path":"/state/newNote","value":""}
+{"op":"add","path":"/elements/save-note-button","value":{"type":"Button","props":{"label":"Save note","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","title":"Note added","detail":{"$state":"/newNote"},"time":"Just now"},"clearStatePath":"/newNote"}}},"children":[]}}
+{"op":"add","path":"/elements/call-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["call-heading","call-summary-input","log-call-button"]}}
+{"op":"add","path":"/elements/call-heading","value":{"type":"Heading","props":{"text":"Log a call","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"Input","props":{"name":"callSummary","placeholder":"Brief call summary","type":"text","value":{"$bindState":"/callSummary"}},"children":[]}}
+{"op":"add","path":"/state/callSummary","value":""}
+{"op":"add","path":"/elements/log-call-button","value":{"type":"Button","props":{"label":"Log call","variant":"secondary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","title":"Call completed","detail":{"$state":"/callSummary"},"time":"Just now"},"clearStatePath":"/callSummary"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r3.txt
new file mode 100644
index 000000000..e50ace7ff
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r3.txt
@@ -0,0 +1,90 @@
+{"op":"add","path":"/root","value":"account-page"}
+{"op":"add","path":"/elements/account-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["account-header","account-summary","renewal-alert","main-content"]}}
+{"op":"add","path":"/elements/account-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["account-title","owner-block","quick-actions"]}}
+{"op":"add","path":"/elements/account-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["account-name","account-meta"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/account-meta","value":{"type":"TextContent","props":{"text":{"$template":"Account ID: ${/account/id} • Enterprise customer"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"id":"ACC-2048","name":"Northstar Analytics","owner":"Maya Chen","ownerInitials":"MC","dealValue":"$148,000","stage":"Proposal sent","renewalDate":"September 12, 2026","renewalDays":25}}}
+{"op":"add","path":"/elements/owner-block","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["owner-avatar","owner-text"]}}
+{"op":"add","path":"/elements/owner-avatar","value":{"type":"Avatar","props":{"fallback":{"$state":"/account/ownerInitials"},"alt":{"$template":"${/account/owner}, account owner"}},"children":[]}}
+{"op":"add","path":"/elements/owner-text","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["owner-label","owner-name"]}}
+{"op":"add","path":"/elements/owner-label","value":{"type":"TextContent","props":{"text":"Account owner","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/owner-name","value":{"type":"TextContent","props":{"text":{"$state":"/account/owner"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quick-actions","value":{"type":"Buttons","props":{"buttons":["log-call-button","add-note-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-call-button","value":{"type":"Button","props":{"label":"Log a call","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showCallForm","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/add-note-button","value":{"type":"Button","props":{"label":"Jot a note","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showNoteForm","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showCallForm","value":false}
+{"op":"add","path":"/state/showNoteForm","value":false}
+{"op":"add","path":"/elements/account-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["deal-value-card","deal-stage-card","renewal-card"]}}
+{"op":"add","path":"/elements/deal-value-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-value-label","deal-value"]}}
+{"op":"add","path":"/elements/deal-value-label","value":{"type":"TextContent","props":{"text":"Total deal value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-value","value":{"type":"TextContent","props":{"text":{"$state":"/account/dealValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-stage-label","deal-stage"]}}
+{"op":"add","path":"/elements/deal-stage-label","value":{"type":"TextContent","props":{"text":"Current deal stage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage","value":{"type":"Tag","props":{"text":{"$state":"/account/stage"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/renewal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["renewal-label","renewal-date"]}}
+{"op":"add","path":"/elements/renewal-label","value":{"type":"TextContent","props":{"text":"Renewal date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/renewal-date","value":{"type":"TextContent","props":{"text":{"$state":"/account/renewalDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/renewal-alert","value":{"type":"Alert","props":{"title":"Renewal approaching","description":{"$template":"Renewal is due in ${/account/renewalDays} days. Confirm the renewal plan and stakeholder alignment this week."},"variant":"warning"},"visible":{"$state":"/account/renewalDays","lte":30},"children":[]}}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["call-form","note-form","activity-section","contacts-section","followups-section"]}}
+{"op":"add","path":"/elements/call-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/showCallForm"},"children":["call-form-header","call-form-fields","call-form-actions"]}}
+{"op":"add","path":"/elements/call-form-header","value":{"type":"CardHeader","props":{"title":"Log a call","subtitle":"Capture the outcome while it is fresh."},"children":[]}}
+{"op":"add","path":"/elements/call-form-fields","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["call-subject-control","call-summary-control"]}}
+{"op":"add","path":"/elements/call-subject-control","value":{"type":"FormControl","props":{"label":"Call subject","input":"call-subject-input","hint":"Example: Renewal planning discussion"},"children":[]}}
+{"op":"add","path":"/elements/call-subject-input","value":{"type":"Input","props":{"name":"callSubject","placeholder":"What was the call about?","value":{"$bindState":"/newCall/subject"}},"children":[]}}
+{"op":"add","path":"/state/newCall","value":{"subject":"","summary":""}}
+{"op":"add","path":"/elements/call-summary-control","value":{"type":"FormControl","props":{"label":"Call summary","input":"call-summary-input","hint":"Include decisions, objections, and next steps."},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"TextArea","props":{"name":"callSummary","placeholder":"Write a concise call recap…","rows":4,"value":{"$bindState":"/newCall/summary"}},"children":[]}}
+{"op":"add","path":"/elements/call-form-actions","value":{"type":"Buttons","props":{"buttons":["save-call-button","cancel-call-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-call-button","value":{"type":"Button","props":{"label":"Save call","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","type":"Call logged","title":{"$state":"/newCall/subject"},"detail":{"$state":"/newCall/summary"},"time":"Just now"},"clearStatePath":"/newCall/summary"}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-call-button","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/showCallForm","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/note-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/showNoteForm"},"children":["note-form-header","note-control","note-form-actions"]}}
+{"op":"add","path":"/elements/note-form-header","value":{"type":"CardHeader","props":{"title":"Jot a note","subtitle":"Add context for your team."},"children":[]}}
+{"op":"add","path":"/elements/note-control","value":{"type":"FormControl","props":{"label":"Note","input":"note-input","hint":"Notes are visible to account collaborators."},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"accountNote","placeholder":"Add a note about this account…","rows":4,"value":{"$bindState":"/newNote"}},"children":[]}}
+{"op":"add","path":"/state/newNote","value":""}
+{"op":"add","path":"/elements/note-form-actions","value":{"type":"Buttons","props":{"buttons":["save-note-button","cancel-note-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-note-button","value":{"type":"Button","props":{"label":"Save note","variant":"primary"},"on":{"press":{"action":"pushState","params":{"statePath":"/activities","value":{"id":"$id","type":"Note added","title":"Account note","detail":{"$state":"/newNote"},"time":"Just now"},"clearStatePath":"/newNote"}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-note-button","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/showNoteForm","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["activity-header","activity-list"]}}
+{"op":"add","path":"/elements/activity-header","value":{"type":"CardHeader","props":{"title":"Recent activity","subtitle":"Latest account interactions, newest first"},"children":[]}}
+{"op":"add","path":"/elements/activity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/activities","key":"id"},"children":["activity-item"]}}
+{"op":"add","path":"/elements/activity-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["activity-item-top","activity-detail"]}}
+{"op":"add","path":"/elements/activity-item-top","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"baseline","gap":"s"},"children":["activity-title-block","activity-time"]}}
+{"op":"add","path":"/elements/activity-title-block","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["activity-type","activity-title"]}}
+{"op":"add","path":"/elements/activity-type","value":{"type":"Badge","props":{"text":{"$item":"type"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/activity-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/activity-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/activity-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/activities","value":[]}
+{"op":"add","path":"/state/activities/0","value":{"id":"act-1","type":"Call","title":"Renewal planning discussion","detail":"Priya confirmed budget approval is on track. Send the revised renewal proposal by Friday.","time":"Today, 10:32 AM"}}
+{"op":"add","path":"/state/activities/1","value":{"id":"act-2","type":"Email","title":"Proposal shared","detail":"Maya sent the annual platform proposal and implementation timeline to the buying committee.","time":"Yesterday, 3:18 PM"}}
+{"op":"add","path":"/state/activities/2","value":{"id":"act-3","type":"Meeting","title":"Executive business review","detail":"Usage adoption is strong in the data engineering team; executive reporting is the next expansion opportunity.","time":"Aug 14, 11:00 AM"}}
+{"op":"add","path":"/state/activities/3","value":{"id":"act-4","type":"Note","title":"Champion identified","detail":"Lena Ortiz is coordinating internal feedback and should be included in renewal updates.","time":"Aug 12, 4:45 PM"}}
+{"op":"add","path":"/elements/contacts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["contacts-header","contacts-list"]}}
+{"op":"add","path":"/elements/contacts-header","value":{"type":"CardHeader","props":{"title":"Contacts","subtitle":"Key people involved with this account"},"children":[]}}
+{"op":"add","path":"/elements/contacts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/contacts","key":"id"},"children":["contact-item"]}}
+{"op":"add","path":"/elements/contact-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["contact-identity","contact-role"]}}
+{"op":"add","path":"/elements/contact-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["contact-avatar","contact-info"]}}
+{"op":"add","path":"/elements/contact-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$template":"${name} contact"}},"children":[]}}
+{"op":"add","path":"/elements/contact-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["contact-name","contact-email"]}}
+{"op":"add","path":"/elements/contact-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/contact-email","value":{"type":"TextContent","props":{"text":{"$item":"email"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/contact-role","value":{"type":"Tag","props":{"text":{"$item":"role"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/contacts","value":[]}
+{"op":"add","path":"/state/contacts/0","value":{"id":"con-1","name":"Priya Nair","initials":"PN","email":"priya.nair@northstaranalytics.com","role":"Economic buyer"}}
+{"op":"add","path":"/state/contacts/1","value":{"id":"con-2","name":"Lena Ortiz","initials":"LO","email":"lena.ortiz@northstaranalytics.com","role":"Champion"}}
+{"op":"add","path":"/state/contacts/2","value":{"id":"con-3","name":"Marcus Bell","initials":"MB","email":"marcus.bell@northstaranalytics.com","role":"Technical evaluator"}}
+{"op":"add","path":"/state/contacts/3","value":{"id":"con-4","name":"Evelyn Park","initials":"EP","email":"evelyn.park@northstaranalytics.com","role":"Procurement"}}
+{"op":"add","path":"/elements/followups-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["followups-header","followups-list"]}}
+{"op":"add","path":"/elements/followups-header","value":{"type":"CardHeader","props":{"title":"Open follow-ups","subtitle":"Keep the renewal motion moving"},"children":[]}}
+{"op":"add","path":"/elements/followups-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/followUps","key":"id"},"children":["followup-item"]}}
+{"op":"add","path":"/elements/followup-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"center","justify":"between","gap":"m","wrap":true},"children":["followup-content","followup-actions"]}}
+{"op":"add","path":"/elements/followup-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["followup-title","followup-due"]}}
+{"op":"add","path":"/elements/followup-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followup-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/followup-actions","value":{"type":"Button","props":{"label":"Complete","variant":"tertiary","type":"normal","size":"small"},"on":{"press":{"action":"removeState","params":{"statePath":"/followUps","index":{"$index":true}}}},"children":[]}}
+{"op":"add","path":"/state/followUps","value":[]}
+{"op":"add","path":"/state/followUps/0","value":{"id":"fu-1","title":"Send revised renewal proposal to Priya","dueDate":"Aug 21, 2026"}}
+{"op":"add","path":"/state/followUps/1","value":{"id":"fu-2","title":"Confirm procurement review timeline with Evelyn","dueDate":"Aug 22, 2026"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"fu-3","title":"Schedule technical roadmap review with Marcus","dueDate":"Aug 26, 2026"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r4.txt
new file mode 100644
index 000000000..835742b7c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-crm__r4.txt
@@ -0,0 +1,83 @@
+{"op":"add","path":"/root","value":"account-page"}
+{"op":"add","path":"/elements/account-page","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["account-header","account-summary","renewal-warning","main-content"]}}
+{"op":"add","path":"/elements/account-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["account-identity","account-owner","quick-actions"]}}
+{"op":"add","path":"/elements/account-identity","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["account-name","account-type"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$state":"/account/name"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/state/account","value":{"name":"Northstar Analytics","owner":"Maya Chen","industry":"Business Intelligence","totalDealValue":"$148,000","stage":"Proposal sent","renewalDate":"September 5, 2026","renewalNear":true}}
+{"op":"add","path":"/elements/account-type","value":{"type":"TextContent","props":{"text":{"$template":"${/account/industry} account"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/account-owner","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["owner-avatar","owner-details"]}}
+{"op":"add","path":"/elements/owner-avatar","value":{"type":"Avatar","props":{"fallback":"MC","alt":"Maya Chen"},"children":[]}}
+{"op":"add","path":"/elements/owner-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["owner-label","owner-name"]}}
+{"op":"add","path":"/elements/owner-label","value":{"type":"TextContent","props":{"text":"Account owner","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/owner-name","value":{"type":"TextContent","props":{"text":{"$state":"/account/owner"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quick-actions","value":{"type":"Buttons","props":{"buttons":["log-call-button","add-note-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/log-call-button","value":{"type":"Button","props":{"label":"Log a call","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showCallLog","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showCallLog","value":false}
+{"op":"add","path":"/elements/add-note-button","value":{"type":"Button","props":{"label":"Jot a note","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/showNoteForm","value":true}}},"children":[]}}
+{"op":"add","path":"/state/showNoteForm","value":false}
+{"op":"add","path":"/elements/account-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["deal-value-card","deal-stage-card","renewal-card"]}}
+{"op":"add","path":"/elements/deal-value-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-value-label","deal-value"]}}
+{"op":"add","path":"/elements/deal-value-label","value":{"type":"TextContent","props":{"text":"Total deal value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-value","value":{"type":"TextContent","props":{"text":{"$state":"/account/totalDealValue"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["deal-stage-label","deal-stage"]}}
+{"op":"add","path":"/elements/deal-stage-label","value":{"type":"TextContent","props":{"text":"Current deal stage","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/deal-stage","value":{"type":"Tag","props":{"text":{"$state":"/account/stage"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/renewal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["renewal-label","renewal-date"]}}
+{"op":"add","path":"/elements/renewal-label","value":{"type":"TextContent","props":{"text":"Renewal date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/renewal-date","value":{"type":"TextContent","props":{"text":{"$state":"/account/renewalDate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/renewal-warning","value":{"type":"Alert","props":{"title":"Renewal approaching","description":"Northstar Analytics renews in 18 days. Confirm renewal plan and executive sponsor coverage.","variant":"warning"},"visible":{"$state":"/account/renewalNear"},"children":[]}}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["call-log-form","note-form","activity-section","contacts-section","followups-section"]}}
+{"op":"add","path":"/elements/call-log-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/showCallLog"},"children":["call-log-header","call-form"]}}
+{"op":"add","path":"/elements/call-log-header","value":{"type":"CardHeader","props":{"title":"Log a call","subtitle":"Capture the outcome while it is fresh."},"children":[]}}
+{"op":"add","path":"/elements/call-form","value":{"type":"Form","props":{"name":"log-call","fields":["call-summary-control","call-outcome-control"],"buttons":"call-form-buttons"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-control","value":{"type":"FormControl","props":{"label":"Call summary","hint":"Include key decisions and next steps.","input":"call-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/call-summary-input","value":{"type":"TextArea","props":{"name":"callSummary","placeholder":"Discussed renewal priorities, stakeholders, and timeline…","rows":3,"value":{"$bindState":"/callLog/summary"}},"children":[]}}
+{"op":"add","path":"/state/callLog","value":{"summary":"","outcome":""}}
+{"op":"add","path":"/elements/call-outcome-control","value":{"type":"FormControl","props":{"label":"Outcome","input":"call-outcome-input"},"children":[]}}
+{"op":"add","path":"/elements/call-outcome-input","value":{"type":"Input","props":{"name":"callOutcome","placeholder":"e.g. Follow-up demo scheduled","value":{"$bindState":"/callLog/outcome"}},"children":[]}}
+{"op":"add","path":"/elements/call-form-buttons","value":{"type":"Buttons","props":{"buttons":["save-call-button","cancel-call-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-call-button","value":{"type":"Button","props":{"label":"Save call","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/showCallLog","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-call-button","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/showCallLog","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/note-form","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"visible":{"$state":"/showNoteForm"},"children":["note-header","note-input-control","note-buttons"]}}
+{"op":"add","path":"/elements/note-header","value":{"type":"CardHeader","props":{"title":"New note","subtitle":"Add context for the account team."},"children":[]}}
+{"op":"add","path":"/elements/note-input-control","value":{"type":"FormControl","props":{"label":"Note","input":"note-input"},"children":[]}}
+{"op":"add","path":"/elements/note-input","value":{"type":"TextArea","props":{"name":"newNote","placeholder":"Write an account note…","rows":4,"value":{"$bindState":"/newNote"}},"children":[]}}
+{"op":"add","path":"/state/newNote","value":""}
+{"op":"add","path":"/elements/note-buttons","value":{"type":"Buttons","props":{"buttons":["save-note-button","cancel-note-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-note-button","value":{"type":"Button","props":{"label":"Save note","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/showNoteForm","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-note-button","value":{"type":"Button","props":{"label":"Cancel","variant":"tertiary"},"on":{"press":{"action":"setState","params":{"statePath":"/showNoteForm","value":false}}},"children":[]}}
+{"op":"add","path":"/elements/activity-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["activity-header","activity-list"]}}
+{"op":"add","path":"/elements/activity-header","value":{"type":"CardHeader","props":{"title":"Recent activity","subtitle":"Newest activity first"},"children":[]}}
+{"op":"add","path":"/elements/activity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/activities","key":"id"},"children":["activity-item"]}}
+{"op":"add","path":"/elements/activity-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["activity-title","activity-details"]}}
+{"op":"add","path":"/elements/activity-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/activity-details","value":{"type":"TextContent","props":{"text":{"$template":"${description} · ${date}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/activities","value":[]}
+{"op":"add","path":"/state/activities/0","value":{"id":"activity-1","title":"Proposal reviewed","description":"Maya sent revised pricing and implementation milestones to the buying committee","date":"Today, 10:42 AM"}}
+{"op":"add","path":"/state/activities/1","value":{"id":"activity-2","title":"Discovery call completed","description":"Priya confirmed data governance and SSO are the remaining technical questions","date":"Yesterday, 3:15 PM"}}
+{"op":"add","path":"/state/activities/2","value":{"id":"activity-3","title":"Follow-up task created","description":"Schedule executive sponsor alignment before renewal discussion","date":"Aug 14, 2026"}}
+{"op":"add","path":"/state/activities/3","value":{"id":"activity-4","title":"Product usage report shared","description":"Monthly adoption summary sent to the analytics operations team","date":"Aug 12, 2026"}}
+{"op":"add","path":"/elements/contacts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["contacts-header","contacts-list"]}}
+{"op":"add","path":"/elements/contacts-header","value":{"type":"CardHeader","props":{"title":"Contacts","subtitle":"Key stakeholders on this account"},"children":[]}}
+{"op":"add","path":"/elements/contacts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/contacts","key":"id"},"children":["contact-row"]}}
+{"op":"add","path":"/elements/contact-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["contact-info","contact-role"]}}
+{"op":"add","path":"/elements/contact-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["contact-name","contact-email"]}}
+{"op":"add","path":"/elements/contact-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/contact-email","value":{"type":"TextContent","props":{"text":{"$item":"email"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/contact-role","value":{"type":"Tag","props":{"text":{"$item":"role"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/contacts","value":[]}
+{"op":"add","path":"/state/contacts/0","value":{"id":"contact-1","name":"Priya Nair","email":"priya.nair@northstaranalytics.com","role":"Economic buyer"}}
+{"op":"add","path":"/state/contacts/1","value":{"id":"contact-2","name":"Daniel Ortiz","email":"daniel.ortiz@northstaranalytics.com","role":"Technical champion"}}
+{"op":"add","path":"/state/contacts/2","value":{"id":"contact-3","name":"Elena Brooks","email":"elena.brooks@northstaranalytics.com","role":"Procurement lead"}}
+{"op":"add","path":"/elements/followups-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["followups-header","followups-list"]}}
+{"op":"add","path":"/elements/followups-header","value":{"type":"CardHeader","props":{"title":"Open follow-ups","subtitle":"Prioritize the next actions to advance the deal."},"children":[]}}
+{"op":"add","path":"/elements/followups-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/followUps","key":"id"},"children":["followup-row"]}}
+{"op":"add","path":"/elements/followup-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["followup-content","followup-due"]}}
+{"op":"add","path":"/elements/followup-content","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["followup-title","followup-owner"]}}
+{"op":"add","path":"/elements/followup-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/followup-owner","value":{"type":"TextContent","props":{"text":{"$template":"Owner: ${owner}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/followup-due","value":{"type":"Tag","props":{"text":{"$template":"Due ${dueDate}"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/followUps","value":[]}
+{"op":"add","path":"/state/followUps/0","value":{"id":"followup-1","title":"Confirm executive sponsor for renewal meeting","owner":"Maya Chen","dueDate":"Aug 20, 2026"}}
+{"op":"add","path":"/state/followUps/1","value":{"id":"followup-2","title":"Send security questionnaire responses","owner":"Maya Chen","dueDate":"Aug 22, 2026"}}
+{"op":"add","path":"/state/followUps/2","value":{"id":"followup-3","title":"Book technical validation session with Daniel","owner":"Maya Chen","dueDate":"Aug 26, 2026"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r1.txt
new file mode 100644
index 000000000..1300cf349
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r1.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"finance-dashboard"}
+{"op":"add","path":"/elements/finance-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","month-controls","summary-metrics","expense-section","transactions-section","statement-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["dashboard-title","dashboard-status"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-heading","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-heading","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Financial position and spending activity for ${/selectedMonthLabel}."},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"July 2026"}
+{"op":"add","path":"/elements/dashboard-status","value":{"type":"Badge","props":{"text":"Month closed","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["month-picker-control","download-statement-button"]}}
+{"op":"add","path":"/elements/month-picker-control","value":{"type":"FormControl","props":{"label":"Reporting month","hint":"Select a month to review its statement.","input":"month-picker"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Select","props":{"name":"reportingMonth","items":["month-june","month-july","month-august"],"value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-07"}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-august","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/download-statement-button","value":{"type":"Button","props":{"label":"Download statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/statementDownloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/statementDownloadRequested","value":false}
+{"op":"add","path":"/elements/summary-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["cash-metric","burn-metric","runway-metric"]}}
+{"op":"add","path":"/elements/cash-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/cashOnHand}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Available operating cash at month-end.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$842,600","monthlyBurn":"$96,400","runway":"8.7 months"}}
+{"op":"add","path":"/elements/burn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash outflow during the selected month.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/runway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":73,"label":"73% of 12-month operating target"},"children":[]}}
+{"op":"add","path":"/elements/expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-header","expense-chart","expense-breakdown"]}}
+{"op":"add","path":"/elements/expense-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Total operating expenses: $118,900"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll","Cloud infrastructure","Marketing","Professional services","Office & travel"],"values":[68400,18400,14200,10300,7600]}}
+{"op":"add","path":"/elements/expense-breakdown","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenseCategories","key":"id"},"children":["expense-row"]}}
+{"op":"add","path":"/state/expenseCategories","value":[]}
+{"op":"add","path":"/state/expenseCategories/0","value":{"id":"payroll","category":"Payroll","amount":"$68,400","share":"58%"}}
+{"op":"add","path":"/state/expenseCategories/1","value":{"id":"cloud","category":"Cloud infrastructure","amount":"$18,400","share":"15%"}}
+{"op":"add","path":"/state/expenseCategories/2","value":{"id":"marketing","category":"Marketing","amount":"$14,200","share":"12%"}}
+{"op":"add","path":"/state/expenseCategories/3","value":{"id":"services","category":"Professional services","amount":"$10,300","share":"9%"}}
+{"op":"add","path":"/state/expenseCategories/4","value":{"id":"office","category":"Office & travel","amount":"$7,600","share":"6%"}}
+{"op":"add","path":"/elements/expense-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["expense-category-name","expense-amount-group"]}}
+{"op":"add","path":"/elements/expense-category-name","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount-group","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["expense-share","expense-amount"]}}
+{"op":"add","path":"/elements/expense-share","value":{"type":"Badge","props":{"text":{"$item":"share"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/elements/expense-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","large-transactions-table","transactions-note"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"Selected month activity requiring review"},"children":[]}}
+{"op":"add","path":"/elements/large-transactions-table","value":{"type":"Table","props":{"columns":["transaction-date-col","transaction-vendor-col","transaction-category-col","transaction-amount-col","transaction-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/transaction-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/largeTransactions/date"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/largeTransactions","value":{"date":["Jul 01, 2026","Jul 08, 2026","Jul 15, 2026","Jul 22, 2026","Jul 29, 2026"],"vendor":["Northstar Payroll","AWS","Brightline Media","Harris & Cole LLP","Vertex Systems"],"category":["Payroll","Cloud infrastructure","Marketing","Professional services","Software"],"amount":["-$42,800","-$16,750","-$12,500","-$10,300","-$11,200"],"status":["Cleared","Cleared","Cleared","Cleared","Pending review"]}}
+{"op":"add","path":"/elements/transaction-vendor-col","value":{"type":"Col","props":{"label":"Vendor","data":{"$state":"/largeTransactions/vendor"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/largeTransactions/category"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/largeTransactions/amount"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/largeTransactions/status"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transactions-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Review item","description":"Vertex Systems is pending review before the month-end statement is finalized."},"children":[]}}
+{"op":"add","path":"/elements/statement-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["statement-copy","statement-download-status"]}}
+{"op":"add","path":"/elements/statement-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["statement-heading","statement-description"]}}
+{"op":"add","path":"/elements/statement-heading","value":{"type":"Heading","props":{"text":"Month-end statement","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/statement-description","value":{"type":"TextContent","props":{"text":"Download a PDF-ready statement with balances, category detail, and transaction activity.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statement-download-status","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/statementDownloadRequested","eq":true},"$then":"Statement download prepared.","$else":"Ready to download."},"size":"small-heavy"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r2.txt
new file mode 100644
index 000000000..94416dcb9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r2.txt
@@ -0,0 +1,47 @@
+{"op":"add","path":"/root","value":"finance-dashboard"}
+{"op":"add","path":"/elements/finance-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","month-controls","metrics-row","expense-section","transactions-section","statement-actions"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Financial snapshot for ${/selectedMonth}"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"July 2026"}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["month-selector-control","month-status"]}}
+{"op":"add","path":"/elements/month-selector-control","value":{"type":"FormControl","props":{"label":"Reporting month","hint":"Choose a completed month to review.","input":"month-selector"},"children":[]}}
+{"op":"add","path":"/elements/month-selector","value":{"type":"Select","props":{"name":"reportingMonth","placeholder":"Select month","items":["month-july","month-june","month-may"],"value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"July 2026","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"June 2026","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"May 2026","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-status","value":{"type":"Badge","props":{"text":"Month closed","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["cash-metric","burn-metric","runway-metric"]}}
+{"op":"add","path":"/elements/cash-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Available operating cash at month end.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"cashOnHand":"$2,480,000","monthlyBurn":"$312,000","monthsRunway":"7.9 months"}}
+{"op":"add","path":"/elements/burn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash used during the selected month.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/monthsRunway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":66,"label":"Against a 12-month runway target"},"children":[]}}
+{"op":"add","path":"/elements/expense-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expense-header","expense-chart"]}}
+{"op":"add","path":"/elements/expense-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Operating expenses for the selected month"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseCategories"},"values":{"$state":"/expenseValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseCategories","value":["Payroll","Cloud infrastructure","Marketing","Professional services","Office & admin"]}
+{"op":"add","path":"/state/expenseValues","value":[184000,47200,35600,24800,20400]}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-table"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"Large cash outflows recorded this month"},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["transaction-date-col","transaction-vendor-col","transaction-category-col","transaction-amount-col","transaction-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/transaction-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/transactionColumns/dates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/transactionColumns","value":{"dates":["Jul 31, 2026","Jul 24, 2026","Jul 18, 2026","Jul 15, 2026","Jul 08, 2026"],"vendors":["Gusto Payroll Services","Amazon Web Services","Brightline Media","Wilson & Hart LLP","Northstar Health Benefits"],"categories":["Payroll","Cloud infrastructure","Marketing","Professional services","Benefits"],"amounts":["$184,000","$27,450","$18,750","$16,500","$13,200"],"statuses":["Cleared","Cleared","Cleared","Cleared","Pending review"]}}
+{"op":"add","path":"/elements/transaction-vendor-col","value":{"type":"Col","props":{"label":"Vendor","data":{"$state":"/transactionColumns/vendors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/transactionColumns/categories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/transactionColumns/amounts"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/transaction-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/transactionColumns/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/statement-actions","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["statement-copy","download-statement-button"]}}
+{"op":"add","path":"/elements/statement-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["statement-title","statement-description"]}}
+{"op":"add","path":"/elements/statement-title","value":{"type":"TextContent","props":{"text":"Month-end statement","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/statement-description","value":{"type":"TextContent","props":{"text":"Download a PDF statement with balances, expense detail, and transaction activity.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/download-statement-button","value":{"type":"Button","props":{"label":"Download statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/statementDownloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/statementDownloadRequested","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r3.txt
new file mode 100644
index 000000000..34794c8cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r3.txt
@@ -0,0 +1,53 @@
+{"op":"add","path":"/root","value":"finance-dashboard"}
+{"op":"add","path":"/elements/finance-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","month-controls","metrics-row","expenses-section","transactions-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"l"},"children":["dashboard-title","download-statement"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Financial position for ${/selectedMonth}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"July 2026"}
+{"op":"add","path":"/elements/download-statement","value":{"type":"Button","props":{"label":"Download statement","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/statementDownloadReady","value":true}}},"children":[]}}
+{"op":"add","path":"/state/statementDownloadReady","value":false}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"end","gap":"m","wrap":true},"children":["month-label","month-select","month-note"]}}
+{"op":"add","path":"/elements/month-label","value":{"type":"TextContent","props":{"text":"Reporting month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/month-select","value":{"type":"Select","props":{"name":"reportingMonth","items":["month-july","month-june","month-may"],"placeholder":"Choose a month","value":{"$bindState":"/selectedMonth"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"July 2026","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"June 2026","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"May 2026","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-note","value":{"type":"TextContent","props":{"text":"All figures are in USD and reflect posted transactions.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["cash-metric","burn-metric","runway-metric"]}}
+{"op":"add","path":"/elements/cash-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-detail"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"cashOnHand":"$482,750","monthlyBurn":"$74,300","runway":"6.5 months"}}
+{"op":"add","path":"/elements/cash-detail","value":{"type":"TextContent","props":{"text":"Across operating and reserve accounts","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-detail"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-detail","value":{"type":"TextContent","props":{"text":"Net cash outflow in the selected month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-detail"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/runway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-detail","value":{"type":"TextContent","props":{"text":"At the current monthly burn rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/expenses-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expenses-header","expense-chart","expense-list"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"July 2026 spend allocation"},"children":[]}}
+{"op":"add","path":"/elements/expense-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseChart/labels"},"values":{"$state":"/expenseChart/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseChart","value":{"labels":["Payroll","Cloud infrastructure","Marketing","Professional services","Office & operations"],"values":[42800,12150,9800,6200,3350]}}
+{"op":"add","path":"/elements/expense-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/expenseCategories","key":"id"},"children":["expense-category-row"]}}
+{"op":"add","path":"/state/expenseCategories","value":[]}
+{"op":"add","path":"/state/expenseCategories/0","value":{"id":"payroll","category":"Payroll","amount":"$42,800","share":"57.6%"}}
+{"op":"add","path":"/state/expenseCategories/1","value":{"id":"cloud","category":"Cloud infrastructure","amount":"$12,150","share":"16.4%"}}
+{"op":"add","path":"/state/expenseCategories/2","value":{"id":"marketing","category":"Marketing","amount":"$9,800","share":"13.2%"}}
+{"op":"add","path":"/state/expenseCategories/3","value":{"id":"services","category":"Professional services","amount":"$6,200","share":"8.3%"}}
+{"op":"add","path":"/state/expenseCategories/4","value":{"id":"operations","category":"Office & operations","amount":"$3,350","share":"4.5%"}}
+{"op":"add","path":"/elements/expense-category-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["expense-category-name","expense-category-values"]}}
+{"op":"add","path":"/elements/expense-category-name","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/expense-category-values","value":{"type":"TextContent","props":{"text":{"$template":"${amount} · ${share}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-callout","transactions-table"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"Large posted transactions in July 2026"},"children":[]}}
+{"op":"add","path":"/elements/transactions-callout","value":{"type":"Callout","props":{"variant":"info","title":"Review required","description":"Four transactions exceeded the $10,000 review threshold this month."},"children":[]}}
+{"op":"add","path":"/elements/transactions-table","value":{"type":"Table","props":{"columns":["transaction-date-col","transaction-vendor-col","transaction-category-col","transaction-amount-col"]},"children":[]}}
+{"op":"add","path":"/elements/transaction-date-col","value":{"type":"Col","props":{"label":"Date","data":{"$state":"/largeTransactionColumns/dates"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/largeTransactionColumns","value":{"dates":["Jul 03, 2026","Jul 08, 2026","Jul 15, 2026","Jul 29, 2026"],"vendors":["Northstar Payroll","Amazon Web Services","Brightside Media","Harbor Legal LLP"],"categories":["Payroll","Cloud infrastructure","Marketing","Professional services"],"amounts":["-$21,400","-$12,150","-$14,500","-$11,800"]}}
+{"op":"add","path":"/elements/transaction-vendor-col","value":{"type":"Col","props":{"label":"Vendor","data":{"$state":"/largeTransactionColumns/vendors"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-category-col","value":{"type":"Col","props":{"label":"Category","data":{"$state":"/largeTransactionColumns/categories"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount-col","value":{"type":"Col","props":{"label":"Amount","data":{"$state":"/largeTransactionColumns/amounts"},"type":"number"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r4.txt
new file mode 100644
index 000000000..890525fa9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-finance__r4.txt
@@ -0,0 +1,52 @@
+{"op":"add","path":"/root","value":"finance-dashboard"}
+{"op":"add","path":"/elements/finance-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","month-controls","metrics-row","expenses-section","transactions-section","statement-actions"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","period-badge"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Month-end finance","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Financial snapshot for ${/selectedMonthLabel}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedMonthLabel","value":"July 2026"}}
+{"op":"add","path":"/elements/period-badge","value":{"type":"Badge","props":{"text":"Month closed","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/month-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"end","gap":"m","wrap":true},"children":["month-picker-control","month-picker","download-button"]}}
+{"op":"add","path":"/elements/month-picker-control","value":{"type":"FormControl","props":{"label":"Review a different month","hint":"Select a closed month to refresh this view.","input":"month-picker"},"children":[]}}
+{"op":"add","path":"/elements/month-picker","value":{"type":"Select","props":{"name":"month","items":["month-july","month-june","month-may"],"placeholder":"Choose a month","value":{"$bindState":"/selectedMonth"}},"children":[]}}
+{"op":"add","path":"/state/selectedMonth","value":"2026-07"}}
+{"op":"add","path":"/elements/month-july","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-june","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/elements/month-may","value":{"type":"SelectItem","props":{"value":"2026-05","label":"May 2026"},"children":[]}}
+{"op":"add","path":"/elements/download-button","value":{"type":"Button","props":{"label":"Download statement","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/statementDownloadRequested","value":true}}},"children":[]}}
+{"op":"add","path":"/state/statementDownloadRequested","value":false}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["cash-metric","burn-metric","runway-metric"]}}
+{"op":"add","path":"/elements/cash-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cash-label","cash-value","cash-note"]}}
+{"op":"add","path":"/elements/cash-label","value":{"type":"TextContent","props":{"text":"Cash on hand","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cash-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cashOnHand"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"cashOnHand":"$842,500","monthlyBurn":"$118,400","runway":"7.1 months"}}
+{"op":"add","path":"/elements/cash-note","value":{"type":"TextContent","props":{"text":"Available operating cash at month-end.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/burn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["burn-label","burn-value","burn-note"]}}
+{"op":"add","path":"/elements/burn-label","value":{"type":"TextContent","props":{"text":"Monthly burn","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/burn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/monthlyBurn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/burn-note","value":{"type":"TextContent","props":{"text":"Net cash outflow during the selected month.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/runway-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["runway-label","runway-value","runway-progress"]}}
+{"op":"add","path":"/elements/runway-label","value":{"type":"TextContent","props":{"text":"Months of runway","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/runway-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/runway"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/runway-progress","value":{"type":"Progress","props":{"value":59,"label":"Runway against a 12-month target"},"children":[]}}
+{"op":"add","path":"/elements/expenses-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["expenses-header","expenses-chart","expense-summary"]}}
+{"op":"add","path":"/elements/expenses-header","value":{"type":"CardHeader","props":{"title":"Expenses by category","subtitle":"Total operating expenses for July 2026"},"children":[]}}
+{"op":"add","path":"/elements/expenses-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/expenseCategories"},"values":{"$state":"/expenseValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/expenseCategories","value":["Payroll","Cloud infrastructure","Marketing","Professional services","Office & admin"]} 
+{"op":"add","path":"/state/expenseValues","value":[68400,18200,14600,9300,7900]} 
+{"op":"add","path":"/elements/expense-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"Total expenses: $118,400","description":"Payroll represented 58% of monthly spend, followed by cloud infrastructure at 15%."},"children":[]}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transactions-list"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Transactions above $10,000","subtitle":"Large transactions posted during July 2026"},"children":[]}}
+{"op":"add","path":"/elements/transactions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/largeTransactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/state/largeTransactions","value":[]}
+{"op":"add","path":"/state/largeTransactions/0","value":{"id":"txn-001","vendor":"Northstar Payroll","date":"Jul 31, 2026","category":"Payroll","amount":"-$68,400"}}
+{"op":"add","path":"/state/largeTransactions/1","value":{"id":"txn-002","vendor":"Amazon Web Services","date":"Jul 18, 2026","category":"Cloud infrastructure","amount":"-$12,850"}}
+{"op":"add","path":"/state/largeTransactions/2","value":{"id":"txn-003","vendor":"Brightline Media","date":"Jul 12, 2026","category":"Marketing","amount":"-$11,200"}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["transaction-details","transaction-amount"]}}
+{"op":"add","path":"/elements/transaction-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-vendor","transaction-meta"]}}
+{"op":"add","path":"/elements/transaction-vendor","value":{"type":"TextContent","props":{"text":{"$item":"vendor"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"Tag","props":{"text":{"$item":"amount"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/statement-actions","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["download-confirmation","download-note"]}}
+{"op":"add","path":"/elements/download-confirmation","value":{"type":"Alert","props":{"title":"Statement download ready","description":"Your July 2026 month-end statement will download as a PDF.","variant":"success"},"visible":{"$state":"/statementDownloadRequested"},"children":[]}}
+{"op":"add","path":"/elements/download-note","value":{"type":"TextContent","props":{"text":"Statements include the cash summary, expense breakdown, and all transactions from the selected month.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r1.txt
new file mode 100644
index 000000000..d2065f720
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r1.txt
@@ -0,0 +1,71 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","metrics-row","operations-row","volume-section","shipments-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","refresh-block"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["board-title","board-subtitle"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"Heading","props":{"text":"Logistics Control Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/board-subtitle","value":{"type":"TextContent","props":{"text":"Live shipment coordination across active routes","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/refresh-block","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["refresh-label","refresh-time"]}}
+{"op":"add","path":"/elements/refresh-label","value":{"type":"TextContent","props":{"text":"Last refreshed","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refresh-time","value":{"type":"TextContent","props":{"text":{"$template":"${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today, 10:42 AM"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["on-time-metric","cost-metric","active-metric"]}}
+{"op":"add","path":"/elements/on-time-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-heading","on-time-progress","on-time-detail"]}}
+{"op":"add","path":"/elements/on-time-heading","value":{"type":"CardHeader","props":{"title":"On-time performance","subtitle":"This month"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercent"},"label":{"$template":"${/metrics/onTimePercent}% on time"}},"children":[]}}
+{"op":"add","path":"/elements/on-time-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/onTimeShipments} of ${/metrics/totalShipments} shipments arrived within SLA"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercent":94,"onTimeShipments":218,"totalShipments":232,"averageCost":842,"activeInTransit":18}}
+{"op":"add","path":"/elements/cost-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-heading","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/cost-heading","value":{"type":"CardHeader","props":{"title":"Average cost","subtitle":"Per shipment"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Blended line-haul, fuel, and accessorial cost","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/active-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-heading","active-value","active-note"]}}
+{"op":"add","path":"/elements/active-heading","value":{"type":"CardHeader","props":{"title":"In transit","subtitle":"Active shipments"},"children":[]}}
+{"op":"add","path":"/elements/active-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/activeInTransit}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-note","value":{"type":"TextContent","props":{"text":"Monitored across 12 active lanes","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["delayed-panel","route-search-panel"]}}
+{"op":"add","path":"/elements/delayed-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayed-header","delayed-alert","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed shipments","subtitle":"Requires coordinator attention"},"children":[]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Alert","props":{"title":{"$template":"${/delayedCount} shipments delayed"},"description":"Review exceptions and flag shipments that need escalation.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/delayedCount","value":2}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-route","delayed-info"]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"${reference} · ${origin} → ${destination}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"ETA ${eta} · ${delayReason}"},"description":{"$template":"Carrier: ${carrier} | Delay: ${delay}"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"shp-1048","reference":"SHP-1048","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Today, 4:30 PM","carrier":"Northstar Freight","delay":"3h 15m","delayReason":"Weather hold"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"shp-1062","reference":"SHP-1062","origin":"Savannah, GA","destination":"Atlanta, GA","eta":"Tomorrow, 9:00 AM","carrier":"BlueLine Logistics","delay":"5h 40m","delayReason":"Terminal congestion"}}
+{"op":"add","path":"/elements/route-search-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["route-search-header","route-search-form","search-result-note"]}}
+{"op":"add","path":"/elements/route-search-header","value":{"type":"CardHeader","props":{"title":"Find a route","subtitle":"Search active shipments by origin or destination"},"children":[]}}
+{"op":"add","path":"/elements/route-search-form","value":{"type":"Form","props":{"name":"routeSearch","buttons":"route-search-buttons","fields":["route-search-control"]},"children":[]}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Route","hint":"Example: Chicago to Dallas","input":"route-search-input"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeQuery","placeholder":"Search origin or destination","type":"text","value":{"$bindState":"/routeQuery"}},"children":[]}}
+{"op":"add","path":"/state/routeQuery","value":""}
+{"op":"add","path":"/elements/route-search-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["route-search-button"]},"children":[]}}
+{"op":"add","path":"/elements/route-search-button","value":{"type":"Button","props":{"label":"Search routes","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/lastSearch","value":{"$state":"/routeQuery"}}}},"children":[]}}
+{"op":"add","path":"/elements/search-result-note","value":{"type":"TextContent","props":{"text":{"$template":"Search query: ${/lastSearch}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastSearch","value":"All active routes"}
+{"op":"add","path":"/elements/volume-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-header","volume-chart","carrier-divider","carrier-title","carrier-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Weekly shipment volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"LineChart","props":{"labels":["Jun 24","Jul 1","Jul 8","Jul 15","Jul 22","Jul 29","Aug 5","Aug 12"],"series":["weekly-volume-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-volume-series","value":{"type":"Series","props":{"category":"Shipments","values":[184,201,196,218,225,211,238,229]},"children":[]}}
+{"op":"add","path":"/elements/carrier-divider","value":{"type":"Separator","props":{"orientation":"horizontal","decorative":true},"children":[]}}
+{"op":"add","path":"/elements/carrier-title","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":["Northstar Freight","BlueLine Logistics","Pioneer Transport","Atlas Express"],"values":[38,27,21,14],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-header","shipment-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Current active loads with route, ETA, and operational status"},"children":[]}}
+{"op":"add","path":"/elements/shipment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["shipment-details","shipment-status-area","shipment-flag-button"]}}
+{"op":"add","path":"/elements/shipment-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-reference","shipment-route","shipment-carrier"]}}
+{"op":"add","path":"/elements/shipment-reference","value":{"type":"TextContent","props":{"text":{"$template":"${reference}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-carrier","value":{"type":"TextContent","props":{"text":{"$template":"${carrier} · ${mode}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status-area","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["shipment-eta","shipment-status"]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/flaggedShipmentId","eq":{"$item":"id"}},"$then":"danger","$else":"info"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/flaggedShipmentId","eq":{"$item":"id"}},"$then":"Flagged","$else":"Flag shipment"},"variant":"secondary","type":"normal","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/flaggedShipmentId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/flaggedShipmentId","value":""}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"shp-1041","reference":"SHP-1041","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Today, 2:15 PM","status":"On schedule","carrier":"Atlas Express","mode":"FTL"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"shp-1048","reference":"SHP-1048","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Today, 4:30 PM","status":"Delayed","carrier":"Northstar Freight","mode":"FTL"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"shp-1055","reference":"SHP-1055","origin":"Newark, NJ","destination":"Boston, MA","eta":"Today, 6:00 PM","status":"On schedule","carrier":"BlueLine Logistics","mode":"LTL"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"shp-1062","reference":"SHP-1062","origin":"Savannah, GA","destination":"Atlanta, GA","eta":"Tomorrow, 9:00 AM","status":"Delayed","carrier":"BlueLine Logistics","mode":"FTL"}}
+{"op":"add","path":"/state/shipments/4","value":{"id":"shp-1067","reference":"SHP-1067","origin":"Denver, CO","destination":"Salt Lake City, UT","eta":"Tomorrow, 11:45 AM","status":"On schedule","carrier":"Pioneer Transport","mode":"FTL"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r2.txt
new file mode 100644
index 000000000..3898ba2e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r2.txt
@@ -0,0 +1,61 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","metrics-row","delay-section","volume-section","weekly-section","shipments-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","refresh-block"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["board-title","board-subtitle"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/board-subtitle","value":{"type":"TextContent","props":{"text":"Live view of active freight, service performance, and carrier distribution.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/refresh-block","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["refresh-label","refresh-time"]}}
+{"op":"add","path":"/elements/refresh-label","value":{"type":"TextContent","props":{"text":"Last refreshed","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refresh-time","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/lastRefreshed"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dashboard","value":{"lastRefreshed":"Today, 10:42 AM","onTimePercentage":94,"averageCost":1285}} 
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["on-time-card","cost-card","active-card"]}}
+{"op":"add","path":"/elements/on-time-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-heading","on-time-progress","on-time-note"]}}
+{"op":"add","path":"/elements/on-time-heading","value":{"type":"Heading","props":{"text":{"$template":"On-time this month: ${/dashboard/onTimePercentage}%"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/dashboard/onTimePercentage"},"label":"Delivered within scheduled ETA"},"children":[]}}
+{"op":"add","path":"/elements/on-time-note","value":{"type":"TextContent","props":{"text":"Target: 95%","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cost-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-heading","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/cost-heading","value":{"type":"Heading","props":{"text":"Average cost per shipment","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/dashboard/averageCost}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Across completed shipments this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/active-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-heading","active-value","active-note"]}}
+{"op":"add","path":"/elements/active-heading","value":{"type":"Heading","props":{"text":"Active shipments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/active-value","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/activeShipments"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-note","value":{"type":"TextContent","props":{"text":"Currently in transit","size":"small"},"children":[]}}
+{"op":"add","path":"/state/dashboard/activeShipments","value":18}
+{"op":"add","path":"/elements/delay-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delay-header","delayed-list"]}}
+{"op":"add","path":"/elements/delay-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["delay-title","delay-badge"]}}
+{"op":"add","path":"/elements/delay-title","value":{"type":"Heading","props":{"text":"Delayed shipments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delay-badge","value":{"type":"Badge","props":{"text":{"$template":"${/delayedShipmentsCount} require attention"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedShipmentsCount","value":2}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Alert","props":{"title":{"$template":"${id} · ${origin} → ${destination}"},"description":{"$template":"${status}. Revised ETA: ${eta}. Delay reason: ${delayReason}."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-48291","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Tomorrow, 2:00 PM","status":"Delayed 6 hours","delayReason":"Severe weather near St. Louis"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-48307","origin":"Newark, NJ","destination":"Atlanta, GA","eta":"Friday, 11:30 AM","status":"Delayed 1 day","delayReason":"Carrier equipment issue"}}
+{"op":"add","path":"/elements/volume-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-heading","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-heading","value":{"type":"Heading","props":{"text":"Volume split by carrier","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Freight","BlueLine Logistics","Pioneer Transport","Summit Express"],"values":[42,28,18,12]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-heading","weekly-series","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-heading","value":{"type":"Heading","props":{"text":"Weekly shipment volume · past 2 months","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 30","Jul 7","Jul 14","Jul 21","Jul 28","Aug 4","Aug 11","Aug 18"],"values":[112,126,119,138,145,133,152,148]}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-header","route-search-control","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"Heading","props":{"text":"Shipments in transit","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"Search origin, destination, or shipment ID","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search by route","hint":"Filter active shipments by lane or shipment ID.","input":"route-search-input"},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["shipment-details","shipment-actions"]}}
+{"op":"add","path":"/elements/shipment-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-route","shipment-meta","shipment-status"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"Heading","props":{"text":{"$template":"${id} · ${origin} → ${destination}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/shipment-meta","value":{"type":"TextContent","props":{"text":{"$template":"Carrier: ${carrier} · ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/routeSearch","eq":"delayed"},"$then":"warning","$else":"info"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/routeSearch","eq":"flagged"},"$then":"Flagged","$else":"Flag shipment"},"variant":"secondary","type":"normal","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/lastFlaggedShipment","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/lastFlaggedShipment","value":""}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-48321","origin":"Los Angeles, CA","destination":"Phoenix, AZ","eta":"Today, 4:15 PM","status":"On schedule","carrier":"NorthStar Freight"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-48318","origin":"Seattle, WA","destination":"Denver, CO","eta":"Tomorrow, 9:00 AM","status":"On schedule","carrier":"BlueLine Logistics"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-48291","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Tomorrow, 2:00 PM","status":"Delayed","carrier":"Pioneer Transport"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-48307","origin":"Newark, NJ","destination":"Atlanta, GA","eta":"Friday, 11:30 AM","status":"Delayed","carrier":"Summit Express"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r3.txt
new file mode 100644
index 000000000..c0233150e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r3.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","metrics-row","delayed-section","carrier-section","weekly-section","shipments-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-area","refresh-area","route-search-control"]}}
+{"op":"add","path":"/elements/title-area","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["board-title","board-subtitle"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/board-subtitle","value":{"type":"TextContent","props":{"text":"Live overview of active freight, service performance, and carrier capacity.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/refresh-area","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["refresh-label","refresh-time"]}}
+{"op":"add","path":"/elements/refresh-label","value":{"type":"TextContent","props":{"text":"Last refreshed","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/refresh-time","value":{"type":"TextContent","props":{"text":{"$state":"/dashboard/lastRefreshed"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/dashboard","value":{"lastRefreshed":"Today, 10:42 AM","onTimePercentage":94,"averageCost":1284}}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search route","input":"route-search-input","hint":"Search by origin, destination, or shipment ID"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago to Dallas","type":"text","value":{"$bindState":"/filters/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"routeSearch":""}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["on-time-metric","cost-metric","active-metric"]}}
+{"op":"add","path":"/elements/on-time-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-label","on-time-value","on-time-progress"]}}
+{"op":"add","path":"/elements/on-time-label","value":{"type":"TextContent","props":{"text":"On-time this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/on-time-value","value":{"type":"Heading","props":{"text":{"$template":"${/dashboard/onTimePercentage}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/dashboard/onTimePercentage"},"label":"Target: 95%"},"children":[]}}
+{"op":"add","path":"/elements/cost-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-label","cost-value","cost-note"]}}
+{"op":"add","path":"/elements/cost-label","value":{"type":"TextContent","props":{"text":"Average cost per shipment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/dashboard/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-note","value":{"type":"TextContent","props":{"text":"Across completed and active loads","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/active-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-label","active-value","active-note"]}}
+{"op":"add","path":"/elements/active-label","value":{"type":"TextContent","props":{"text":"Shipments in transit","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-value","value":{"type":"Heading","props":{"text":"18","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-note","value":{"type":"TextContent","props":{"text":"3 require attention","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delayed-header","delayed-callout","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-header","value":{"type":"CardHeader","props":{"title":"Delayed shipments","subtitle":"Loads currently projected to miss their scheduled delivery window"},"children":[]}}
+{"op":"add","path":"/elements/delayed-callout","value":{"type":"Callout","props":{"variant":"warning","title":"3 shipments need intervention","description":"Prioritize customer updates and carrier follow-up for the delayed loads below."},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-item"]}}
+{"op":"add","path":"/elements/delayed-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["delayed-details","delayed-status"]}}
+{"op":"add","path":"/elements/delayed-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delayed-route","delayed-id","delayed-eta"]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-id","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-eta","value":{"type":"TextContent","props":{"text":{"$template":"Revised ETA: ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"SHP-48291","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Today, 6:30 PM","carrier":"NorthStar Freight","status":"Delayed 4h"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"SHP-48307","origin":"Newark, NJ","destination":"Atlanta, GA","eta":"Tomorrow, 11:00 AM","carrier":"Arrow Logistics","status":"Delayed 1 day"}}
+{"op":"add","path":"/state/delayedShipments/2","value":{"id":"SHP-48322","origin":"Reno, NV","destination":"Phoenix, AZ","eta":"Today, 8:15 PM","carrier":"Summit Transport","status":"Delayed 2h"}}
+{"op":"add","path":"/elements/carrier-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-header","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-header","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Active shipment volume by assigned carrier"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Freight","Arrow Logistics","Summit Transport","BlueLine Carriers"],"values":[38,27,21,14]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-header","weekly-series","weekly-chart"]}}
+{"op":"add","path":"/elements/weekly-header","value":{"type":"CardHeader","props":{"title":"Weekly shipment volume","subtitle":"Completed and in-transit shipments across the past two months"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"AreaChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 22","Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10"],"values":[86,94,91,103,98,112,107,118]}}
+{"op":"add","path":"/elements/shipments-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shipments-header","shipments-list"]}}
+{"op":"add","path":"/elements/shipments-header","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Track route progress, delivery ETA, and shipment status"},"children":[]}}
+{"op":"add","path":"/elements/shipments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-row"]}}
+{"op":"add","path":"/elements/shipment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["shipment-route-block","shipment-eta-block","shipment-status-block","shipment-flag-button"]}}
+{"op":"add","path":"/elements/shipment-route-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-route","shipment-id-carrier"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-id-carrier","value":{"type":"TextContent","props":{"text":{"$template":"${id} · ${carrier}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-eta-label","shipment-eta"]}}
+{"op":"add","path":"/elements/shipment-eta-label","value":{"type":"TextContent","props":{"text":"ETA","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$item":"eta"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-status-label","shipment-status"]}}
+{"op":"add","path":"/elements/shipment-status-label","value":{"type":"TextContent","props":{"text":"Status","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/shipment-flag-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"flagged"},"$then":"Flagged","$else":"Flag shipment"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"flagged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"SHP-48341","origin":"Los Angeles, CA","destination":"Denver, CO","eta":"Today, 4:45 PM","carrier":"NorthStar Freight","status":"On schedule","flagged":false}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"SHP-48344","origin":"Seattle, WA","destination":"Boise, ID","eta":"Today, 7:20 PM","carrier":"Summit Transport","status":"On schedule","flagged":false}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"SHP-48352","origin":"Houston, TX","destination":"Memphis, TN","eta":"Tomorrow, 9:30 AM","carrier":"Arrow Logistics","status":"In transit","flagged":false}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"SHP-48358","origin":"Miami, FL","destination":"Charlotte, NC","eta":"Tomorrow, 2:15 PM","carrier":"BlueLine Carriers","status":"On schedule","flagged":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r4.txt
new file mode 100644
index 000000000..c4b38c0a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-freight__r4.txt
@@ -0,0 +1,62 @@
+{"op":"add","path":"/root","value":"logistics-board"}
+{"op":"add","path":"/elements/logistics-board","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["board-header","refresh-note","kpi-row","alerts-section","carrier-section","weekly-section","shipment-section"]}}
+{"op":"add","path":"/elements/board-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["board-title","route-search-control"]}}
+{"op":"add","path":"/elements/board-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-heading","board-subtitle"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"Logistics Coordinator Board","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/board-subtitle","value":{"type":"TextContent","props":{"text":"Live shipment visibility, carrier performance, and exception management.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/route-search-control","value":{"type":"FormControl","props":{"label":"Search by route","hint":"Filter shipments by origin, destination, or route code.","input":"route-search-input"},"children":[]}}
+{"op":"add","path":"/elements/route-search-input","value":{"type":"Input","props":{"name":"routeSearch","placeholder":"e.g. Chicago to Dallas","type":"text","value":{"$bindState":"/routeSearch"}},"children":[]}}
+{"op":"add","path":"/state/routeSearch","value":""}
+{"op":"add","path":"/elements/refresh-note","value":{"type":"TextContent","props":{"text":{"$template":"Last refreshed: ${/lastRefreshed}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"Today, 9:42 AM"}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["on-time-kpi","cost-kpi","transit-kpi"]}}
+{"op":"add","path":"/elements/on-time-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["on-time-title","on-time-progress","on-time-detail"]}}
+{"op":"add","path":"/elements/on-time-title","value":{"type":"CardHeader","props":{"title":"On-time performance","subtitle":"This month"},"children":[]}}
+{"op":"add","path":"/elements/on-time-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePercentage"},"label":{"$template":"${/metrics/onTimePercentage}% on time"}},"children":[]}}
+{"op":"add","path":"/elements/on-time-detail","value":{"type":"TextContent","props":{"text":"Target: 95%","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePercentage":94,"averageCost":1286,"inTransitCount":18}}
+{"op":"add","path":"/elements/cost-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cost-title","cost-value","cost-detail"]}}
+{"op":"add","path":"/elements/cost-title","value":{"type":"CardHeader","props":{"title":"Average cost per shipment","subtitle":"Current month"},"children":[]}}
+{"op":"add","path":"/elements/cost-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/averageCost}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cost-detail","value":{"type":"TextContent","props":{"text":"Includes linehaul, fuel, and accessorial charges.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transit-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transit-title","transit-value","transit-detail"]}}
+{"op":"add","path":"/elements/transit-title","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Active loads"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/inTransitCount}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transit-detail","value":{"type":"TextContent","props":{"text":"Across 6 active carrier partners.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["delayed-heading","delayed-list"]}}
+{"op":"add","path":"/elements/delayed-heading","value":{"type":"Heading","props":{"text":"Delayed shipments","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/delayed-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/delayedShipments","key":"id"},"children":["delayed-card"]}}
+{"op":"add","path":"/elements/delayed-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["delayed-info","delayed-status"]}}
+{"op":"add","path":"/elements/delayed-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delayed-route","delayed-meta"]}}
+{"op":"add","path":"/elements/delayed-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination} · ${shipmentId}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delayed-meta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta} · ${carrier} · ${delayReason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delayed-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/delayedShipments","value":[]}
+{"op":"add","path":"/state/delayedShipments/0","value":{"id":"d1","shipmentId":"SH-48291","origin":"Long Beach, CA","destination":"Phoenix, AZ","eta":"Today, 4:30 PM","carrier":"Desert Freight","status":"Delayed 3h","delayReason":"Port congestion"}}
+{"op":"add","path":"/state/delayedShipments/1","value":{"id":"d2","shipmentId":"SH-48307","origin":"Atlanta, GA","destination":"Orlando, FL","eta":"Tomorrow, 10:00 AM","carrier":"Southeast Express","status":"Delayed 5h","delayReason":"Weather hold"}}
+{"op":"add","path":"/elements/carrier-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["carrier-heading","carrier-chart"]}}
+{"op":"add","path":"/elements/carrier-heading","value":{"type":"CardHeader","props":{"title":"Volume split by carrier","subtitle":"Share of active shipment volume"},"children":[]}}
+{"op":"add","path":"/elements/carrier-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/carrierVolume/labels"},"values":{"$state":"/carrierVolume/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/carrierVolume","value":{"labels":["NorthStar Logistics","BlueLine Transport","Desert Freight","Southeast Express","Other"],"values":[32,24,18,15,11]}}
+{"op":"add","path":"/elements/weekly-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["weekly-heading","weekly-chart","weekly-series"]}}
+{"op":"add","path":"/elements/weekly-heading","value":{"type":"CardHeader","props":{"title":"Weekly shipment volume","subtitle":"Past two months"},"children":[]}}
+{"op":"add","path":"/elements/weekly-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/weeklyVolume/labels"},"series":["weekly-series"],"variant":"natural","xLabel":"Week","yLabel":"Shipments"},"children":[]}}
+{"op":"add","path":"/elements/weekly-series","value":{"type":"Series","props":{"category":"Shipments","values":{"$state":"/weeklyVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/weeklyVolume","value":{"labels":["Jun 30","Jul 7","Jul 14","Jul 21","Jul 28","Aug 4","Aug 11","Aug 18"],"values":[142,156,149,168,174,161,183,177]}}
+{"op":"add","path":"/elements/shipment-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["shipment-heading","shipment-list"]}}
+{"op":"add","path":"/elements/shipment-heading","value":{"type":"CardHeader","props":{"title":"Shipments in transit","subtitle":"Monitor route progress, ETA, and shipment status."},"children":[]}}
+{"op":"add","path":"/elements/shipment-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shipments","key":"id"},"children":["shipment-card"]}}
+{"op":"add","path":"/elements/shipment-card","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["shipment-details","shipment-actions"]}}
+{"op":"add","path":"/elements/shipment-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shipment-route","shipment-summary","shipment-eta"]}}
+{"op":"add","path":"/elements/shipment-route","value":{"type":"TextContent","props":{"text":{"$template":"${origin} → ${destination}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shipment-summary","value":{"type":"TextContent","props":{"text":{"$template":"${shipmentId} · ${carrier} · ${routeCode}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shipment-eta","value":{"type":"TextContent","props":{"text":{"$template":"ETA: ${eta}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/shipment-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["shipment-status","flag-shipment-button"]}}
+{"op":"add","path":"/elements/shipment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/flaggedShipmentId","eq":{"$item":"id"}},"$then":"warning","$else":"success"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/flag-shipment-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/flaggedShipmentId","eq":{"$item":"id"}},"$then":"Flagged","$else":"Flag shipment"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/flaggedShipmentId","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/flaggedShipmentId","value":""}
+{"op":"add","path":"/state/shipments","value":[]}
+{"op":"add","path":"/state/shipments/0","value":{"id":"s1","shipmentId":"SH-48318","origin":"Chicago, IL","destination":"Dallas, TX","eta":"Today, 2:15 PM","carrier":"NorthStar Logistics","routeCode":"CHI-DAL-04","status":"On schedule"}}
+{"op":"add","path":"/state/shipments/1","value":{"id":"s2","shipmentId":"SH-48322","origin":"Seattle, WA","destination":"Denver, CO","eta":"Today, 7:40 PM","carrier":"BlueLine Transport","routeCode":"SEA-DEN-11","status":"On schedule"}}
+{"op":"add","path":"/state/shipments/2","value":{"id":"s3","shipmentId":"SH-48329","origin":"Newark, NJ","destination":"Boston, MA","eta":"Tomorrow, 8:30 AM","carrier":"Northeast Cargo","routeCode":"EWR-BOS-02","status":"On schedule"}}
+{"op":"add","path":"/state/shipments/3","value":{"id":"s4","shipmentId":"SH-48334","origin":"Houston, TX","destination":"Nashville, TN","eta":"Tomorrow, 1:00 PM","carrier":"Southeast Express","routeCode":"HOU-BNA-08","status":"On schedule"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r1.txt
new file mode 100644
index 000000000..97ec0582d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r1.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"hr-overview"}
+{"op":"add","path":"/elements/hr-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["overview-header","metrics-row","main-content","attrition-section"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","open-role-button"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Workforce health, recruiting progress, and upcoming interviews at a glance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/open-role-button","value":{"type":"Button","props":{"label":"Open new role","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newRoleOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["headcount-metric","time-to-hire-metric","interviews-metric"]}}
+{"op":"add","path":"/elements/headcount-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headcount-label","headcount-value","headcount-note"]}}
+{"op":"add","path":"/elements/headcount-label","value":{"type":"TextContent","props":{"text":"Current headcount","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/headcount-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/headcount-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/headcountChange} since last month"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"headcount":248,"headcountChange":"+8","averageTimeToHire":"32 days","interviewsThisWeek":14}}}
+{"op":"add","path":"/elements/time-to-hire-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["time-to-hire-label","time-to-hire-value","time-to-hire-note"]}}
+{"op":"add","path":"/elements/time-to-hire-label","value":{"type":"TextContent","props":{"text":"Average time to hire","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/time-to-hire-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageTimeToHire"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/time-to-hire-note","value":{"type":"TextContent","props":{"text":"Across closed roles in the last 90 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/interviews-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["interviews-label","interviews-value","interviews-note"]}}
+{"op":"add","path":"/elements/interviews-label","value":{"type":"TextContent","props":{"text":"Interviews this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interviews-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/interviewsThisWeek"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/interviews-note","value":{"type":"TextContent","props":{"text":"9 candidate panels and 5 recruiter screens","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["open-roles-section","pipeline-section","department-section"]}}
+{"op":"add","path":"/elements/open-roles-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["open-roles-header","roles-list"]}}
+{"op":"add","path":"/elements/open-roles-header","value":{"type":"CardHeader","props":{"title":"Open roles","subtitle":"6 active requisitions"},"children":[]}}
+{"op":"add","path":"/elements/roles-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/openRoles","key":"id"},"children":["role-row"]}}
+{"op":"add","path":"/elements/role-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["role-details","role-status"]}}
+{"op":"add","path":"/elements/role-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["role-title","role-department"]}}
+{"op":"add","path":"/elements/role-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/role-department","value":{"type":"TextContent","props":{"text":{"$template":"${department} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/role-status","value":{"type":"Badge","props":{"text":{"$template":"${candidates} candidates"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/openRoles","value":[]}
+{"op":"add","path":"/state/openRoles/0","value":{"id":"role-1","title":"Senior Product Designer","department":"Product","location":"New York / Hybrid","candidates":18}}
+{"op":"add","path":"/state/openRoles/1","value":{"id":"role-2","title":"Backend Engineer","department":"Engineering","location":"Remote — US","candidates":24}}
+{"op":"add","path":"/state/openRoles/2","value":{"id":"role-3","title":"Account Executive","department":"Sales","location":"Chicago / Hybrid","candidates":31}}
+{"op":"add","path":"/state/openRoles/3","value":{"id":"role-4","title":"People Operations Partner","department":"People","location":"Remote — US","candidates":12}}
+{"op":"add","path":"/state/openRoles/4","value":{"id":"role-5","title":"Financial Analyst","department":"Finance","location":"New York","candidates":16}}
+{"op":"add","path":"/state/openRoles/5","value":{"id":"role-6","title":"Customer Success Manager","department":"Customer Success","location":"Austin / Hybrid","candidates":21}}
+{"op":"add","path":"/elements/pipeline-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["pipeline-header","pipeline-chart"]}}
+{"op":"add","path":"/elements/pipeline-header","value":{"type":"CardHeader","props":{"title":"Candidate pipeline","subtitle":"Active candidates by stage"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/pipeline/labels"},"series":["pipeline-series"],"variant":"grouped","xLabel":"Pipeline stage","yLabel":"Candidates"},"children":[]}}
+{"op":"add","path":"/elements/pipeline-series","value":{"type":"Series","props":{"category":"Candidates","values":{"$state":"/pipeline/values"}},"children":[]}}
+{"op":"add","path":"/state/pipeline","value":{"labels":["Applied","Recruiter screen","Hiring manager","On-site","Offer"],"values":[122,68,37,19,7]}}}
+{"op":"add","path":"/elements/department-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-header","department-chart","department-summary"]}}
+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Headcount by department","subtitle":"248 employees across six teams"},"children":[]}}
+{"op":"add","path":"/elements/department-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/departments/labels"},"values":{"$state":"/departments/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/department-summary","value":{"type":"TextContent","props":{"text":"Engineering is the largest team, representing 35% of total headcount.","size":"small"},"children":[]}}
+{"op":"add","path":"/state/departments","value":{"labels":["Engineering","Sales","Product","Customer Success","Operations","People & Finance"],"values":[86,54,32,29,27,20]}}}
+{"op":"add","path":"/elements/attrition-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["attrition-header","attrition-chart","attrition-note"]}}
+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition trend","subtitle":"Voluntary and involuntary departures over the past six months"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/attrition/labels"},"series":["voluntary-series","involuntary-series"],"variant":"linear","xLabel":"Month","yLabel":"Employees"},"children":[]}}
+{"op":"add","path":"/elements/voluntary-series","value":{"type":"Series","props":{"category":"Voluntary","values":{"$state":"/attrition/voluntary"}},"children":[]}}
+{"op":"add","path":"/elements/involuntary-series","value":{"type":"Series","props":{"category":"Involuntary","values":{"$state":"/attrition/involuntary"}},"children":[]}}
+{"op":"add","path":"/elements/attrition-note","value":{"type":"Callout","props":{"variant":"success","title":"Attrition is trending down","description":"Total departures decreased from 7 in March to 3 in August."},"children":[]}}
+{"op":"add","path":"/state/attrition","value":{"labels":["March","April","May","June","July","August"],"voluntary":[5,4,4,3,3,2],"involuntary":[2,2,1,2,1,1]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r2.txt
new file mode 100644
index 000000000..a1e17df32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r2.txt
@@ -0,0 +1,82 @@
+{"op":"add","path":"/root","value":"hiring-overview"}
+{"op":"add","path":"/elements/hiring-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["overview-header","summary-row","open-roles-section","pipeline-section","department-section","interviews-section","attrition-section"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"l"},"children":["overview-title","new-role-button"]}}
+{"op":"add","path":"/elements/overview-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-heading","page-subtitle"]}}
+{"op":"add","path":"/elements/page-heading","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"A live view of workforce growth, recruiting activity, and retention trends.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/new-role-button","value":{"type":"DialogBlock","props":{"triggerLabel":"Open new role","title":"Open a new role","description":"Create a requisition for a new position.","triggerVariant":"default","content":["new-role-form"]},"children":[]}}
+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"new-role","buttons":"new-role-actions","fields":["new-role-title-field","new-role-department-field"]},"children":[]}}
+{"op":"add","path":"/elements/new-role-title-field","value":{"type":"FormControl","props":{"label":"Role title","input":"new-role-title-input","hint":"Use a clear, searchable job title."},"children":[]}}
+{"op":"add","path":"/elements/new-role-title-input","value":{"type":"Input","props":{"name":"roleTitle","placeholder":"e.g. Senior Product Designer","type":"text","value":{"$bindState":"/newRole/title"}},"children":[]}}
+{"op":"add","path":"/state/newRole","value":{"title":"","department":"Engineering"}}
+{"op":"add","path":"/elements/new-role-department-field","value":{"type":"FormControl","props":{"label":"Department","input":"new-role-department-select"},"children":[]}}
+{"op":"add","path":"/elements/new-role-department-select","value":{"type":"Select","props":{"name":"department","items":["dept-engineering-option","dept-product-option","dept-sales-option","dept-people-option"],"placeholder":"Choose a department","value":{"$bindState":"/newRole/department"}},"children":[]}}
+{"op":"add","path":"/elements/dept-engineering-option","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/dept-product-option","value":{"type":"SelectItem","props":{"value":"Product","label":"Product"},"children":[]}}
+{"op":"add","path":"/elements/dept-sales-option","value":{"type":"SelectItem","props":{"value":"Sales","label":"Sales"},"children":[]}}
+{"op":"add","path":"/elements/dept-people-option","value":{"type":"SelectItem","props":{"value":"People","label":"People"},"children":[]}}
+{"op":"add","path":"/elements/new-role-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["create-role-button"]},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r3.txt
new file mode 100644
index 000000000..c52337813
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r3.txt
@@ -0,0 +1,82 @@
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+{"op":"add","path":"/elements/hr-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","overview-metrics","open-roles-section","pipeline-section","department-section","interviews-section","attrition-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","new-role-button"]}}
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+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"A live view of workforce growth, recruiting progress, and upcoming interviews.","size":"default"},"children":[]}}
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+{"op":"add","path":"/elements/new-role-form","value":{"type":"Form","props":{"name":"new-role","fields":["role-title-control","role-department-control","role-location-control"],"buttons":"role-form-buttons"},"children":[]}}
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+{"op":"add","path":"/state/newRole","value":{"title":"","department":"","location":""}}
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+{"op":"add","path":"/elements/time-to-hire-label","value":{"type":"TextContent","props":{"text":"Average time to hire","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/open-roles-label","value":{"type":"TextContent","props":{"text":"Open roles","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/interviews-label","value":{"type":"TextContent","props":{"text":"Interviews this week","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/open-role-meta","value":{"type":"TextContent","props":{"text":{"$template":"${department} · ${location}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/pipeline-header","value":{"type":"CardHeader","props":{"title":"Candidate pipeline","subtitle":"Active candidates at each hiring stage"},"children":[]}}
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+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Headcount by department","subtitle":"Current employee distribution"},"children":[]}}
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+{"op":"add","path":"/elements/interview-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["interview-details","interview-time"]}}
+{"op":"add","path":"/elements/interview-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["interview-candidate","interview-role"]}}
+{"op":"add","path":"/elements/interview-candidate","value":{"type":"TextContent","props":{"text":{"$item":"candidate"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/interview-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${stage}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/interview-time","value":{"type":"Tag","props":{"text":{"$item":"time"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/interviews","value":[]}
+{"op":"add","path":"/state/interviews/0","value":{"id":"int-1","candidate":"Maya Patel","role":"Senior Backend Engineer","stage":"Technical panel","time":"Today · 10:00 AM"}}
+{"op":"add","path":"/state/interviews/1","value":{"id":"int-2","candidate":"Jordan Lee","role":"Product Marketing Manager","stage":"Hiring manager","time":"Tue · 2:30 PM"}}
+{"op":"add","path":"/state/interviews/2","value":{"id":"int-3","candidate":"Avery Chen","role":"Enterprise Account Executive","stage":"Final interview","time":"Wed · 11:00 AM"}}
+{"op":"add","path":"/state/interviews/3","value":{"id":"int-4","candidate":"Samira Khan","role":"People Operations Partner","stage":"Recruiter screen","time":"Thu · 4:00 PM"}}
+{"op":"add","path":"/elements/attrition-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["attrition-header","attrition-chart","attrition-note"]}}
+{"op":"add","path":"/elements/attrition-header","value":{"type":"CardHeader","props":{"title":"Attrition trend","subtitle":"Voluntary and involuntary exits over the past six months"},"children":[]}}
+{"op":"add","path":"/elements/attrition-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/attrition/labels"},"series":["voluntary-series","involuntary-series"],"variant":"natural","xLabel":"Month","yLabel":"Employees exited"},"children":[]}}
+{"op":"add","path":"/elements/voluntary-series","value":{"type":"Series","props":{"category":"Voluntary","values":{"$state":"/attrition/voluntary"}},"children":[]}}
+{"op":"add","path":"/elements/involuntary-series","value":{"type":"Series","props":{"category":"Involuntary","values":{"$state":"/attrition/involuntary"}},"children":[]}}
+{"op":"add","path":"/state/attrition","value":{"labels":["March","April","May","June","July","August"],"voluntary":[4,3,5,2,3,2],"involuntary":[1,1,0,1,1,0]}}
+{"op":"add","path":"/elements/attrition-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Attrition remains stable","description":"The trailing six-month attrition rate is 4.8%, below the 6.0% benchmark."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r4.txt
new file mode 100644
index 000000000..3db4a4768
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-hr__r4.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"hr-overview"}
+{"op":"add","path":"/elements/hr-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["overview-header","metrics-row","roles-section","pipeline-section","department-section","interviews-section","attrition-section"]}}
+{"op":"add","path":"/elements/overview-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["overview-title","open-role-button"]}}
+{"op":"add","path":"/elements/overview-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-heading","page-subtitle"]}}
+{"op":"add","path":"/elements/page-heading","value":{"type":"Heading","props":{"text":"Hiring overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Workforce health, recruiting progress, and upcoming interviews at a glance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/open-role-button","value":{"type":"Button","props":{"label":"Open new role","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/newRoleOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["headcount-metric","time-to-hire-metric","open-roles-metric"]}}
+{"op":"add","path":"/elements/headcount-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["headcount-label","headcount-value","headcount-note"]}}
+{"op":"add","path":"/elements/headcount-label","value":{"type":"TextContent","props":{"text":"Current headcount","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/headcount-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/headcount"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"headcount":248,"avgTimeToHire":"34 days","openRoles":8}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r1.txt
new file mode 100644
index 000000000..385e2b333
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r1.txt
@@ -0,0 +1,9 @@
+{"op":"add","path":"/root","value":"analytics-dashboard"}
+{"op":"add","path":"/elements/analytics-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","cohort-filter-card","metric-row","engagement-card","enrollment-card","risk-card","message-card"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Track learner participation, progress, and intervention opportunities across your training programs.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-filter-control","cohort-filter-note"]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Cohort","hint":"Metrics update for the selected learner group.","input":"cohort-select"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Select a cohort","items":["cohort-all","cohort-onboarding","cohort-leadership","cohort-sales"],"value":{"$bindState":"/selectedCohort"}},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r2.txt
new file mode 100644
index 000000000..0083055a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r2.txt
@@ -0,0 +1,65 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","cohort-filter-section","metric-row","engagement-section","ranking-section","risk-section","message-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor learner progress, course performance, and engagement for your training programs.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-section","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-filter-control","cohort-context"]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Cohort","hint":"Metrics update for the selected learner group.","input":"cohort-select"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Choose a cohort","items":["cohort-all","cohort-onboarding","cohort-leadership","cohort-sales"],"value":{"$bindState":"/selectedCohort"}},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All active cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-onboarding","value":{"type":"SelectItem","props":{"value":"onboarding","label":"New Hire Onboarding — Q3"},"children":[]}}
+{"op":"add","path":"/elements/cohort-leadership","value":{"type":"SelectItem","props":{"value":"leadership","label":"Emerging Leaders"},"children":[]}}
+{"op":"add","path":"/elements/cohort-sales","value":{"type":"SelectItem","props":{"value":"sales","label":"Sales Enablement — West"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/cohort-context","value":{"type":"TextCallout","props":{"variant":"info","title":"Viewing all active cohorts","description":"Reporting period: July 1–August 25, 2026"},"children":[]}}
+{"op":"add","path":"/elements/metric-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["active-learners-card","completion-rate-card","quiz-score-card"]}}
+{"op":"add","path":"/elements/active-learners-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-learners-label","active-learners-value","active-learners-detail"]}}
+{"op":"add","path":"/elements/active-learners-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","completionRate":78,"averageQuizScore":86}}
+{"op":"add","path":"/elements/active-learners-detail","value":{"type":"TextContent","props":{"text":"↑ 12% compared with last week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["completion-rate-label","completion-rate-value","completion-rate-progress"]}}
+{"op":"add","path":"/elements/completion-rate-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/completionRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/completionRate"},"label":"Target: 80%"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quiz-score-label","quiz-score-value","quiz-score-detail"]}}
+{"op":"add","path":"/elements/quiz-score-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averageQuizScore}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-detail","value":{"type":"TextContent","props":{"text":"↑ 3 points from the prior eight-week period","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/engagement-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Learner engagement","subtitle":"Weekly active learners across the past eight weeks"},"children":[]}}
+{"op":"add","path":"/elements/engagement-series","value":{"type":"Series","props":{"category":"Active learners","values":[842,901,936,1008,1054,1127,1146,1284]},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"AreaChart","props":{"labels":["Jul 1","Jul 8","Jul 15","Jul 22","Jul 29","Aug 5","Aug 12","Aug 19"],"series":["engagement-series"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},"children":[]}}
+{"op":"add","path":"/elements/ranking-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ranking-header","course-ranking-chart"]}}
+{"op":"add","path":"/elements/ranking-header","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Top courses by active enrollment"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrolled learners","values":[624,518,402,356,289]},"children":[]}}
+{"op":"add","path":"/elements/course-ranking-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Foundations of Product Knowledge","Manager Essentials","Consultative Selling","Security & Compliance","Customer Success Playbook"],"series":["enrollment-series"],"variant":"grouped","xLabel":"Enrolled learners","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-alert","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"No activity in 10+ days or progress stalled before completion"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"variant":"warning","title":"24 learners need attention","description":"Prioritize outreach to learners with low recent activity and incomplete required coursework."},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["risk-learner-row"]}}
+{"op":"add","path":"/elements/risk-learner-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-learner-info","risk-learner-status"]}}
+{"op":"add","path":"/elements/risk-learner-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["risk-learner-name","risk-learner-detail"]}}
+{"op":"add","path":"/elements/risk-learner-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-detail","value":{"type":"TextContent","props":{"text":{"$template":"${course} · ${progress}% complete · Last active ${lastActive}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-status","value":{"type":"Badge","props":{"text":{"$item":"riskLabel"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"lrn-1042","name":"Maya Chen","course":"Manager Essentials","progress":38,"lastActive":"14 days ago","riskLabel":"High risk"}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"lrn-1078","name":"Jordan Williams","course":"Security & Compliance","progress":52,"lastActive":"12 days ago","riskLabel":"High risk"}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"lrn-1116","name":"Priya Nair","course":"Consultative Selling","progress":64,"lastActive":"10 days ago","riskLabel":"At risk"}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"lrn-1131","name":"Ethan Brooks","course":"Foundations of Product Knowledge","progress":27,"lastActive":"11 days ago","riskLabel":"At risk"}}
+{"op":"add","path":"/elements/message-section","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["message-copy","message-dialog"]}}
+{"op":"add","path":"/elements/message-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["message-title","message-description"]}}
+{"op":"add","path":"/elements/message-title","value":{"type":"Heading","props":{"text":"Reach your cohort","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/message-description","value":{"type":"TextContent","props":{"text":"Send a targeted reminder, encouragement, or update to learners in the selected cohort.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Message selected cohort","title":"Message cohort","description":"Compose an announcement for the learners in your selected cohort.","triggerVariant":"default","content":["message-form"]},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"messageSubject","placeholder":"e.g. Keep your learning momentum going","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":""}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input"},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Write your message to the selected cohort…","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-send-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/message-cancel-button","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["message-cancel-button","message-send-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r3.txt
new file mode 100644
index 000000000..fcd1a1ebb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r3.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"analytics-screen"}
+{"op":"add","path":"/elements/analytics-screen","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","cohort-filter-card","metrics-row","engagement-card","courses-card","risk-card","message-card"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor learner progress, engagement, and retention signals across your training programs.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["cohort-filter-control","filter-status"]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Cohort","hint":"Metrics update for the selected learner group.","input":"cohort-select"},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","placeholder":"Choose a cohort","items":["cohort-all","cohort-sales","cohort-leaders","cohort-engineering"],"value":{"$bindState":"/selectedCohort"}},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All active cohorts"},"children":[]}}
+{"op":"add","path":"/elements/cohort-sales","value":{"type":"SelectItem","props":{"value":"sales-onboarding","label":"Sales onboarding · August"},"children":[]}}
+{"op":"add","path":"/elements/cohort-leaders","value":{"type":"SelectItem","props":{"value":"new-managers","label":"New managers · Q3"},"children":[]}}
+{"op":"add","path":"/elements/cohort-engineering","value":{"type":"SelectItem","props":{"value":"engineering-foundations","label":"Engineering foundations · Fall"},"children":[]}}
+{"op":"add","path":"/elements/filter-status","value":{"type":"Tag","props":{"text":{"$template":"Viewing: ${/selectedCohortLabel}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/state/selectedCohortLabel","value":"All active cohorts"}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["metric-active-learners","metric-completion-rate","metric-quiz-score"]}}
+{"op":"add","path":"/elements/metric-active-learners","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-learners-label","active-learners-value","active-learners-detail"]}}
+{"op":"add","path":"/elements/active-learners-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/activeLearnersChange} vs. last week"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/metric-completion-rate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["completion-label","completion-value","completion-detail","completion-progress"]}}
+{"op":"add","path":"/elements/completion-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/completion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/completionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/completion-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/completionChange} this month"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/completion-progress","value":{"type":"Progress","props":{"value":76,"label":"Completion target: 80%"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-score","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quiz-label","quiz-value","quiz-detail"]}}
+{"op":"add","path":"/elements/quiz-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quiz-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/quiz-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/quizScoreChange} compared with prior 8 weeks"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/engagement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"CardHeader","props":{"title":"Learner engagement","subtitle":"Weekly active learners across the past eight weeks"},"children":[]}}
+{"op":"add","path":"/elements/engagement-series","value":{"type":"Series","props":{"category":"Active learners","values":[962,1018,1087,1115,1094,1173,1182,1284]},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"AreaChart","props":{"labels":["Jun 29","Jul 6","Jul 13","Jul 20","Jul 27","Aug 3","Aug 10","Aug 17"],"series":["engagement-series"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},"children":[]}}
+{"op":"add","path":"/elements/courses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["courses-header","courses-chart"]}}
+{"op":"add","path":"/elements/courses-header","value":{"type":"CardHeader","props":{"title":"Courses ranked by enrollment","subtitle":"Current enrollments for the selected cohort"},"children":[]}}
+{"op":"add","path":"/elements/course-enrollment-series","value":{"type":"Series","props":{"category":"Enrollments","values":[486,412,365,298,241]},"children":[]}}
+{"op":"add","path":"/elements/courses-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Leadership Essentials","Customer Discovery","Data Literacy for Teams","Security Awareness 2026","Effective Feedback"],"series":["course-enrollment-series"],"variant":"grouped","xLabel":"Enrolled learners","yLabel":"Course"},"children":[]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-alert","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Learners at risk of dropping out","subtitle":"No learning activity for 10+ days or progress stalled below 30%"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"18 learners need attention","description":"Reach out this week to improve re-engagement before the next course milestone.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["risk-learner-row"]}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"lrn-1042","name":"Maya Chen","course":"Leadership Essentials","lastActive":"12 days ago","progress":"24% complete","risk":"High risk"}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"lrn-1087","name":"Jordan Williams","course":"Customer Discovery","lastActive":"14 days ago","progress":"18% complete","risk":"High risk"}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"lrn-1124","name":"Priya Nair","course":"Data Literacy for Teams","lastActive":"10 days ago","progress":"29% complete","risk":"At risk"}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"lrn-1198","name":"Ethan Brooks","course":"Security Awareness 2026","lastActive":"11 days ago","progress":"27% complete","risk":"At risk"}}
+{"op":"add","path":"/elements/risk-learner-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-learner-info","risk-learner-status"]}}
+{"op":"add","path":"/elements/risk-learner-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["risk-learner-name","risk-learner-course","risk-learner-activity"]}}
+{"op":"add","path":"/elements/risk-learner-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-course","value":{"type":"TextContent","props":{"text":{"$item":"course"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-activity","value":{"type":"TextContent","props":{"text":{"$template":"${lastActive} · ${progress}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-learner-status","value":{"type":"Tag","props":{"text":{"$item":"risk"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/message-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["message-header","message-form"]}}
+{"op":"add","path":"/elements/message-header","value":{"type":"CardHeader","props":{"title":"Message a cohort","subtitle":"Send a timely encouragement or reminder to learners in the selected cohort."},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","fields":["message-subject-control","message-body-control"],"buttons":"message-buttons"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"messageSubject","placeholder":"e.g. Keep your momentum going","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"subject":"","body":"","sent":false}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":"This message will be sent to the selected cohort."},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Write a supportive note for your learners…","rows":4,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-cohort-message"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-cohort-message","value":{"type":"Button","props":{"label":"Send message to cohort","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r4.txt
new file mode 100644
index 000000000..b8ee34cc0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-learning__r4.txt
@@ -0,0 +1,84 @@
+{"op":"add","path":"/root","value":"analytics-dashboard"}
+{"op":"add","path":"/elements/analytics-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","cohort-filter-card","metric-row","engagement-section","ranking-risk-row","message-cohort-card"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Learning analytics","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Monitor learner engagement, course performance, and retention signals across your training programs.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"end","justify":"between","wrap":true},"children":["cohort-filter-heading","cohort-filter-control"]}}
+{"op":"add","path":"/elements/cohort-filter-heading","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["cohort-filter-title","cohort-filter-description"]}}
+{"op":"add","path":"/elements/cohort-filter-title","value":{"type":"Heading","props":{"text":"Cohort view","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-description","value":{"type":"TextContent","props":{"text":"Narrow dashboard results to a learner cohort.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cohort-filter-control","value":{"type":"FormControl","props":{"label":"Selected cohort","input":"cohort-select","hint":"Metrics update for the selected group."},"children":[]}}
+{"op":"add","path":"/elements/cohort-select","value":{"type":"Select","props":{"name":"cohort","items":["cohort-all","cohort-sales","cohort-leadership","cohort-onboarding"],"placeholder":"Choose a cohort","value":{"$bindState":"/selectedCohort"}},"children":[]}}
+{"op":"add","path":"/elements/cohort-all","value":{"type":"SelectItem","props":{"value":"all","label":"All active learners"},"children":[]}}
+{"op":"add","path":"/elements/cohort-sales","value":{"type":"SelectItem","props":{"value":"sales-q3","label":"Sales Enablement — Q3"},"children":[]}}
+{"op":"add","path":"/elements/cohort-leadership","value":{"type":"SelectItem","props":{"value":"leadership-2026","label":"Leadership Foundations — 2026"},"children":[]}}
+{"op":"add","path":"/elements/cohort-onboarding","value":{"type":"SelectItem","props":{"value":"onboarding-aug","label":"New Hire Onboarding — August"},"children":[]}}
+{"op":"add","path":"/state/selectedCohort","value":"all"}
+{"op":"add","path":"/elements/metric-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["metric-active-learners","metric-completion-rate","metric-quiz-score"]}}
+{"op":"add","path":"/elements/metric-active-learners","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["active-learners-label","active-learners-value","active-learners-note"]}}
+{"op":"add","path":"/elements/active-learners-label","value":{"type":"TextContent","props":{"text":"Active learners this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/activeLearners"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/active-learners-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/activeLearnersChange} versus last week"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"activeLearners":"1,284","activeLearnersChange":"+8.6%","completionRate":"74%","completionChange":"+4.1 pts","averageQuizScore":"82%","quizScoreChange":"+2.3 pts"}}
+{"op":"add","path":"/elements/metric-completion-rate","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["completion-rate-label","completion-rate-value","completion-rate-progress","completion-rate-note"]}}
+{"op":"add","path":"/elements/completion-rate-label","value":{"type":"TextContent","props":{"text":"Course completion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/completionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-progress","value":{"type":"Progress","props":{"value":74,"label":"Completion target: 80%"},"children":[]}}
+{"op":"add","path":"/elements/completion-rate-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/completionChange} versus previous period"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metric-quiz-score","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["quiz-score-label","quiz-score-value","quiz-score-note"]}}
+{"op":"add","path":"/elements/quiz-score-label","value":{"type":"TextContent","props":{"text":"Average quiz score","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageQuizScore"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/quiz-score-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/quizScoreChange} versus previous period"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/engagement-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["engagement-header","engagement-chart"]}}
+{"op":"add","path":"/elements/engagement-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["engagement-title","engagement-description"]}}
+{"op":"add","path":"/elements/engagement-title","value":{"type":"Heading","props":{"text":"Engagement over the past eight weeks","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/engagement-description","value":{"type":"TextContent","props":{"text":"Weekly learners completing an activity, lesson, or quiz.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/engagement-chart","value":{"type":"LineChart","props":{"labels":["Jun 30","Jul 7","Jul 14","Jul 21","Jul 28","Aug 4","Aug 11","Aug 18"],"series":["engagement-series"],"variant":"natural","xLabel":"Week","yLabel":"Active learners"},"children":[]}}
+{"op":"add","path":"/elements/engagement-series","value":{"type":"Series","props":{"category":"Active learners","values":[982,1048,1096,1132,1104,1176,1210,1284]},"children":[]}}
+{"op":"add","path":"/elements/ranking-risk-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true,"align":"start"},"children":["course-ranking-card","at-risk-card"]}}
+{"op":"add","path":"/elements/course-ranking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-ranking-header","course-ranking-list"]}}
+{"op":"add","path":"/elements/course-ranking-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["course-ranking-title","course-ranking-description"]}}
+{"op":"add","path":"/elements/course-ranking-title","value":{"type":"Heading","props":{"text":"Courses ranked by enrollment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/course-ranking-description","value":{"type":"TextContent","props":{"text":"Most enrolled courses in the selected cohort.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/course-ranking-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/courses","key":"id"},"children":["course-ranking-item"]}}
+{"op":"add","path":"/elements/course-ranking-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["course-ranking-copy","course-enrollment-badge"]}}
+{"op":"add","path":"/elements/course-ranking-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["course-ranking-name","course-ranking-meta"]}}
+{"op":"add","path":"/elements/course-ranking-name","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/course-ranking-meta","value":{"type":"TextContent","props":{"text":{"$template":"${completionRate} completion rate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/course-enrollment-badge","value":{"type":"Badge","props":{"text":{"$template":"${enrollment} enrolled"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/courses","value":[]}
+{"op":"add","path":"/state/courses/0","value":{"id":"course-1","title":"Customer Discovery Essentials","enrollment":486,"completionRate":"78%"}}
+{"op":"add","path":"/state/courses/1","value":{"id":"course-2","title":"Manager Fundamentals","enrollment":412,"completionRate":"71%"}}
+{"op":"add","path":"/state/courses/2","value":{"id":"course-3","title":"Data Literacy for Teams","enrollment":367,"completionRate":"76%"}}
+{"op":"add","path":"/state/courses/3","value":{"id":"course-4","title":"Security & Privacy Basics","enrollment":329,"completionRate":"84%"}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-header","at-risk-alert","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["at-risk-title","at-risk-description"]}}
+{"op":"add","path":"/elements/at-risk-title","value":{"type":"Heading","props":{"text":"Learners at risk of dropping out","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-description","value":{"type":"TextContent","props":{"text":"No activity for 10+ days or progress stalled below 40%.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-alert","value":{"type":"Alert","props":{"title":"18 learners need attention","description":"Prioritize outreach to learners with low progress and extended inactivity.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskLearners","key":"id"},"children":["at-risk-learner-row"]}}
+{"op":"add","path":"/elements/at-risk-learner-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["at-risk-learner-copy","at-risk-progress"]}}
+{"op":"add","path":"/elements/at-risk-learner-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["at-risk-learner-name","at-risk-learner-detail"]}}
+{"op":"add","path":"/elements/at-risk-learner-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-learner-detail","value":{"type":"TextContent","props":{"text":{"$template":"${course} · Last active ${lastActive}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-progress","value":{"type":"Badge","props":{"text":{"$template":"${progress}% complete"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/atRiskLearners","value":[]}
+{"op":"add","path":"/state/atRiskLearners/0","value":{"id":"learner-1","name":"Jordan Patel","course":"Manager Fundamentals","lastActive":"14 days ago","progress":32}}
+{"op":"add","path":"/state/atRiskLearners/1","value":{"id":"learner-2","name":"Maya Chen","course":"Data Literacy for Teams","lastActive":"12 days ago","progress":28}}
+{"op":"add","path":"/state/atRiskLearners/2","value":{"id":"learner-3","name":"Ethan Brooks","course":"Customer Discovery Essentials","lastActive":"11 days ago","progress":39}}
+{"op":"add","path":"/state/atRiskLearners/3","value":{"id":"learner-4","name":"Sofia Ramirez","course":"Security & Privacy Basics","lastActive":"16 days ago","progress":18}}
+{"op":"add","path":"/elements/message-cohort-card","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["message-cohort-copy","message-cohort-action"]}}
+{"op":"add","path":"/elements/message-cohort-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["message-cohort-title","message-cohort-description"]}}
+{"op":"add","path":"/elements/message-cohort-title","value":{"type":"Heading","props":{"text":"Message this cohort","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-description","value":{"type":"TextContent","props":{"text":"Send a targeted reminder, encouragement, or update to learners in the current cohort.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/message-cohort-action","value":{"type":"DialogBlock","props":{"triggerLabel":"Compose message","title":"Message cohort","description":"Prepare an outreach message for learners in the selected cohort.","content":["message-form"]},"children":[]}}
+{"op":"add","path":"/elements/message-form","value":{"type":"Form","props":{"name":"cohort-message","buttons":"message-form-buttons","fields":["message-subject-control","message-body-control"]},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"subject","placeholder":"e.g. Keep your learning momentum going","value":{"$bindState":"/messageDraft/subject"}},"children":[]}}
+{"op":"add","path":"/state/messageDraft","value":{"subject":"","body":""}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input","hint":"This will be sent to learners in the selected cohort."},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"body","placeholder":"Write your message to the cohort…","rows":5,"value":{"$bindState":"/messageDraft/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-form-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button","cancel-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/messageSent","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-message-button","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary","size":"medium"},"children":[]}}
+{"op":"add","path":"/state/messageSent","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r1.txt
new file mode 100644
index 000000000..d44045035
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r1.txt
@@ -0,0 +1,68 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","controls-row","overview-row","visitors-section","sources-section","campaigns-section","subscriber-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","export-button"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Performance snapshot across acquisition, conversion, campaigns, and email.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Report export prepared"}}},"children":[]}}
+{"op":"add","path":"/state/exportStatus","value":""}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"end","gap":"m","wrap":true},"children":["date-range-control","date-range-input","export-status"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Choose the date range for this dashboard.","input":"date-range-input"},"children":[]}}
+{"op":"add","path":"/elements/date-range-input","value":{"type":"DatePicker","props":{"name":"dateRange","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-07-20","2026-08-18"]}
+{"op":"add","path":"/elements/export-status","value":{"type":"TextContent","props":{"text":{"$state":"/exportStatus"},"size":"small"},"visible":{"$state":"/exportStatus"},"children":[]}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["visitor-metric","conversion-metric","best-campaign-card"]}}
+{"op":"add","path":"/elements/visitor-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["visitor-label","visitor-value","visitor-change"]}}
+{"op":"add","path":"/elements/visitor-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/visitor-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitors"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"visitors":"48,260","visitorChange":"+12.4% vs. previous 30 days","conversionRate":"4.8%","conversionChange":"+0.6 pts vs. previous 30 days","subscriberGrowth":842,"subscriberTarget":1200}}
+{"op":"add","path":"/elements/visitor-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/visitorChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conversion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-change"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/conversionChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["best-campaign-label","best-campaign-name","best-campaign-description","best-campaign-tag"]}}
+{"op":"add","path":"/elements/best-campaign-label","value":{"type":"TextContent","props":{"text":"Best performing campaign","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-name","value":{"type":"Heading","props":{"text":{"$state":"/bestCampaign/name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Summer Product Launch","description":"Generated 1,184 conversions at a 6.9% conversion rate.","tag":"Top ROI · 4.2x return"}}
+{"op":"add","path":"/elements/best-campaign-description","value":{"type":"TextContent","props":{"text":{"$state":"/bestCampaign/description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-tag","value":{"type":"Tag","props":{"text":{"$state":"/bestCampaign/tag"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/visitors-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site visitors over the last 30 days","subtitle":"Daily sessions from all channels"},"children":[]}}
+{"op":"add","path":"/elements/visitor-series","value":{"type":"Series","props":{"category":"Visitors","values":[1210,1340,1285,1460,1515,1630,1580,1490,1725,1810,1760,1895,2010,1940,2105,2180,2050,2240,2315,2190,2380,2460,2550,2485,2630,2710,2665,2820,2940,3015]},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"AreaChart","props":{"labels":["Jul 20","Jul 21","Jul 22","Jul 23","Jul 24","Jul 25","Jul 26","Jul 27","Jul 28","Jul 29","Jul 30","Jul 31","Aug 1","Aug 2","Aug 3","Aug 4","Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["visitor-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/sources-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sources-header","sources-list"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top traffic sources","subtitle":"Share of total site visitors"},"children":[]}}
+{"op":"add","path":"/elements/sources-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["source-row"]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"organic","name":"Organic Search","share":"38%","visitors":"18,339"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","name":"Paid Search","share":"24%","visitors":"11,582"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"social","name":"Social Media","share":"17%","visitors":"8,204"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"email","name":"Email","share":"12%","visitors":"5,791"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"referral","name":"Referral","share":"9%","visitors":"4,344"}}
+{"op":"add","path":"/elements/source-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["source-name","source-details"]}}
+{"op":"add","path":"/elements/source-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/source-details","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"center","gap":"s"},"children":["source-visitors","source-share"]}}
+{"op":"add","path":"/elements/source-visitors","value":{"type":"TextContent","props":{"text":{"$template":"${visitors} visitors"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/source-share","value":{"type":"Tag","props":{"text":{"$item":"share"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Active campaign spend and current performance"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"summer-launch","name":"Summer Product Launch","channel":"Paid Search","spend":"$8,420","status":"Active","statusVariant":"success","conversions":"1,184 conversions"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"retargeting","name":"Q3 Retargeting","channel":"Display","spend":"$4,760","status":"Active","statusVariant":"success","conversions":"642 conversions"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"webinar","name":"Growth Webinar Series","channel":"Email + Social","spend":"$2,180","status":"Active","statusVariant":"success","conversions":"389 registrations"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"content","name":"Content Syndication","channel":"Referral","spend":"$1,540","status":"Optimizing","statusVariant":"warning","conversions":"174 leads"}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["campaign-info","campaign-spend-block"]}}
+{"op":"add","path":"/elements/campaign-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["campaign-name","campaign-channel","campaign-conversions"]}}
+{"op":"add","path":"/elements/campaign-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-channel","value":{"type":"TextContent","props":{"text":{"$item":"channel"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaign-conversions","value":{"type":"TextContent","props":{"text":{"$item":"conversions"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["campaign-spend","campaign-status"]}}
+{"op":"add","path":"/elements/campaign-spend","value":{"type":"TextContent","props":{"text":{"$template":"Spend: ${spend}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-header","subscriber-metric","subscriber-progress","subscriber-note"]}}
+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth this month","subtitle":"New subscribers toward the monthly acquisition goal"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-metric","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/subscriberGrowth} new subscribers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-progress","value":{"type":"Progress","props":{"value":70,"label":{"$template":"${/metrics/subscriberGrowth} of ${/metrics/subscriberTarget} monthly goal"}},"children":[]}}
+{"op":"add","path":"/elements/subscriber-note","value":{"type":"TextContent","props":{"text":"Subscriber growth is pacing 18% ahead of last month.","size":"small"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r2.txt
new file mode 100644
index 000000000..bc9be6625
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r2.txt
@@ -0,0 +1,74 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","date-controls","summary-row","visitors-section","sources-section","campaigns-section","subscriber-section","footer-actions"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","export-button"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Weekly marketing dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Performance snapshot for {\"$state\":\"/dateRangeLabel\"}","size":"default"},"children":[]}}
+{"op":"add","path":"/state/dateRangeLabel","value":"Jul 20 – Aug 18, 2026"}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Report export prepared"}}},"children":[]}}
+{"op":"add","path":"/elements/date-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["date-range-control","export-status"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Choose the date range for this dashboard","input":"date-range-select"},"children":[]}}
+{"op":"add","path":"/elements/date-range-select","value":{"type":"Select","props":{"name":"dateRange","items":["range-30","range-7","range-month"],"value":{"$bindState":"/dateRange"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/range-30","value":{"type":"SelectItem","props":{"value":"last30","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/range-7","value":{"type":"SelectItem","props":{"value":"last7","label":"Last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/range-month","value":{"type":"SelectItem","props":{"value":"month","label":"This month"},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":"last30"}
+{"op":"add","path":"/elements/export-status","value":{"type":"TextContent","props":{"text":{"$state":"/exportStatus"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/exportStatus","value":"Ready to export CSV or PDF"}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["visitors-metric","conversion-metric","subscriber-metric","best-campaign-metric"]}}
+{"op":"add","path":"/elements/visitors-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["visitors-label","visitors-value","visitors-change"]}}
+{"op":"add","path":"/elements/visitors-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/visitors-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/siteVisitors"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"siteVisitors":"48,260","conversionRate":"4.8%","subscriberGrowth":"+1,284","subscriberProgress":72,"bestCampaign":"Summer Product Launch","bestCampaignDetail":"6.9% conversion rate · 312 leads"}}}
+{"op":"add","path":"/elements/visitors-change","value":{"type":"Tag","props":{"text":"+12.4% vs. previous 30 days","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conversion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["conversion-label","conversion-value","conversion-change"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-change","value":{"type":"Tag","props":{"text":"+0.6 pts week over week","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["subscriber-label","subscriber-value","subscriber-note"]}}
+{"op":"add","path":"/elements/subscriber-label","value":{"type":"TextContent","props":{"text":"Email subscriber growth · August","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/subscriberGrowth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-note","value":{"type":"TextContent","props":{"text":"New subscribers this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["best-label","best-value","best-detail"]}}
+{"op":"add","path":"/elements/best-label","value":{"type":"TextContent","props":{"text":"Best performing campaign","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/bestCampaign"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/best-detail","value":{"type":"Tag","props":{"text":{"$state":"/metrics/bestCampaignDetail"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/visitors-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-header","visitor-line-chart","visitors-insight"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site visitors over the last 30 days","subtitle":"Daily sessions across all acquisition channels"},"children":[]}}
+{"op":"add","path":"/elements/visitor-line-chart","value":{"type":"LineChart","props":{"labels":["Jul 20","Jul 24","Jul 28","Aug 1","Aug 5","Aug 9","Aug 13","Aug 18"],"series":["visitor-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitor-series","value":{"type":"Series","props":{"category":"Visitors","values":[1120,1380,1460,1590,1725,1650,1940,2110]},"children":[]}}
+{"op":"add","path":"/elements/visitors-insight","value":{"type":"Callout","props":{"variant":"info","title":"Traffic trend","description":"Visitor volume accelerated during the final week, led by paid search and the product-launch email."},"children":[]}}
+{"op":"add","path":"/elements/sources-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sources-header","traffic-source-list"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top traffic sources","subtitle":"Share of total site visitors for the selected period"},"children":[]}}
+{"op":"add","path":"/elements/traffic-source-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["traffic-source-row"]}}
+{"op":"add","path":"/elements/traffic-source-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["traffic-source-name","traffic-source-share"]}}
+{"op":"add","path":"/elements/traffic-source-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/traffic-source-share","value":{"type":"Tag","props":{"text":{"$template":"${share} share · ${visitors} visitors"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"organic","name":"Organic search","share":"38%","visitors":"18,339"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","name":"Paid search","share":"24%","visitors":"11,582"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"email","name":"Email","share":"16%","visitors":"7,722"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"social","name":"Paid social","share":"13%","visitors":"6,274"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"referral","name":"Referral","share":"9%","visitors":"4,343"}}
+{"op":"add","path":"/elements/campaigns-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaign-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Active marketing programs and spend to date"},"children":[]}}
+{"op":"add","path":"/elements/campaign-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["campaign-info","campaign-spend"]}}
+{"op":"add","path":"/elements/campaign-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["campaign-name","campaign-channel"]}}
+{"op":"add","path":"/elements/campaign-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-channel","value":{"type":"Tag","props":{"text":{"$template":"${channel} · ${status}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["campaign-spend-label","campaign-result"]}}
+{"op":"add","path":"/elements/campaign-spend-label","value":{"type":"TextContent","props":{"text":{"$template":"Spend: ${spend}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/campaign-result","value":{"type":"TextContent","props":{"text":{"$template":"${conversions} conversions · ${conversionRate} CVR"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"summer-launch","name":"Summer Product Launch","channel":"Paid search + email","status":"Active","spend":"$8,420","conversions":"312","conversionRate":"6.9%"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"retargeting","name":"Retargeting Always-On","channel":"Display","status":"Active","spend":"$4,180","conversions":"146","conversionRate":"4.3%"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"webinar","name":"Growth Leaders Webinar","channel":"LinkedIn","status":"Active","spend":"$2,760","conversions":"98","conversionRate":"5.1%"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"newsletter","name":"August Newsletter Nurture","channel":"Email","status":"Active","spend":"$860","conversions":"74","conversionRate":"5.8%"}}
+{"op":"add","path":"/elements/subscriber-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-header","subscriber-progress","subscriber-chart"]}}
+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth this month","subtitle":"1,284 new subscribers toward the August acquisition goal"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/subscriberProgress"},"label":"72% of monthly goal reached"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-chart","value":{"type":"AreaChart","props":{"labels":["Aug 1","Aug 4","Aug 8","Aug 11","Aug 15","Aug 18"],"series":["subscriber-series"],"variant":"natural","xLabel":"Date","yLabel":"New subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-series","value":{"type":"Series","props":{"category":"New subscribers","values":[88,164,293,512,901,1284]},"children":[]}}
+{"op":"add","path":"/elements/footer-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"end","gap":"m"},"children":["footer-export-button"]}}
+{"op":"add","path":"/elements/footer-export-button","value":{"type":"Button","props":{"label":"Export full weekly report","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Full weekly report export prepared"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r3.txt
new file mode 100644
index 000000000..6fdbe1242
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r3.txt
@@ -0,0 +1,63 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","summary-row","main-content","subscriber-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","header-actions"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Performance snapshot across acquisition, conversion, and campaign activity.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/header-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"end","wrap":true},"children":["date-range-control","export-report"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Choose the date range for this report.","input":"date-range-picker"},"children":[]}}
+{"op":"add","path":"/elements/date-range-picker","value":{"type":"DatePicker","props":{"name":"reportingPeriod","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-07-20","2026-08-18"]}
+{"op":"add","path":"/elements/export-report","value":{"type":"Button","props":{"label":"Export report","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Your marketing report is ready to download."}}},"children":[]}}
+{"op":"add","path":"/elements/summary-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["visitors-metric","conversion-metric","best-campaign-metric"]}}
+{"op":"add","path":"/elements/visitors-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitors-label","visitors-value","visitors-detail"]}}
+{"op":"add","path":"/elements/visitors-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/visitors-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/siteVisitors"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"siteVisitors":"48,260","conversionRate":"4.8%","conversionChange":"+0.6 pts","subscriberGrowth":"+1,284","subscriberTotal":"32,914"}}
+{"op":"add","path":"/elements/visitors-detail","value":{"type":"Tag","props":{"text":"+12.4% vs. prior 30 days","variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/conversion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-label","conversion-value","conversion-detail"]}}
+{"op":"add","path":"/elements/conversion-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/conversion-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-detail","value":{"type":"Tag","props":{"text":{"$template":"${/metrics/conversionChange} vs. prior period"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["best-label","best-name","best-detail"]}}
+{"op":"add","path":"/elements/best-label","value":{"type":"TextContent","props":{"text":"Best performing campaign","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/best-name","value":{"type":"Heading","props":{"text":{"$state":"/bestCampaign/name"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Summer Product Launch","channel":"Paid Social","roas":"5.8x ROAS","conversions":"684 conversions","spend":"$8,940"}}
+{"op":"add","path":"/elements/best-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/bestCampaign/channel} · ${/bestCampaign/roas} · ${/bestCampaign/conversions}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["visitors-chart-card","sources-card","campaigns-card"]}}
+{"op":"add","path":"/elements/visitors-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-chart-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-chart-header","value":{"type":"CardHeader","props":{"title":"Site visitors over the last 30 days","subtitle":"Daily sessions across all channels"},"children":[]}}
+{"op":"add","path":"/elements/visitors-series","value":{"type":"Series","props":{"category":"Visitors","values":[1120,1245,1180,1360,1415,1520,1490,1585,1640,1590,1710,1685,1760,1825,1790,1880,1955,1905,2020,2110,2075,2190,2245,2310,2280,2375,2420,2495,2560,2635]},"children":[]}}
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+{"op":"add","path":"/elements/sources-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sources-header","sources-list"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top traffic sources","subtitle":"Share of total site visitors"},"children":[]}}
+{"op":"add","path":"/elements/sources-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["source-row"]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
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+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","source":"Paid Social","share":"24%","visitors":"11,582"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"email","source":"Email","share":"17%","visitors":"8,204"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"direct","source":"Direct","share":"12%","visitors":"5,791"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"referral","source":"Referral","share":"9%","visitors":"4,344"}}
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+{"op":"add","path":"/elements/source-name","value":{"type":"TextContent","props":{"text":{"$template":"${source} · ${visitors} visitors"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/source-share","value":{"type":"Tag","props":{"text":{"$item":"share"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaigns-list"]}}
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+{"op":"add","path":"/state/unused","value":""}
+{"op":"add","path":"/elements/campaign-bottom-row","value":{"type":"TextContent","props":{"text":{"$template":"${channel} · Spend ${spend} · ${roas} ROAS"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-section","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["subscriber-copy","subscriber-progress"]}}
+{"op":"add","path":"/elements/subscriber-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["subscriber-title","subscriber-growth","subscriber-total"]}}
+{"op":"add","path":"/elements/subscriber-title","value":{"type":"Heading","props":{"text":"Email subscriber growth this month","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-growth","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/subscriberGrowth} net new subscribers"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-total","value":{"type":"TextContent","props":{"text":{"$template":"Total list size: ${/metrics/subscriberTotal} · 18% ahead of monthly goal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-progress","value":{"type":"Progress","props":{"value":86,"label":"86% of August subscriber goal"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r4.txt
new file mode 100644
index 000000000..1d73b6101
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-marketing__r4.txt
@@ -0,0 +1,72 @@
+{"op":"add","path":"/root","value":"dashboard"}
+{"op":"add","path":"/elements/dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","kpi-row","visitors-section","insights-row","sources-section","campaigns-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","export-button"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Weekly Marketing Dashboard","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Performance overview for { $state: /dateRangeLabel }","size":"default"},"children":[]}}
+{"op":"add","path":"/state/dateRangeLabel","value":"Jul 20 – Aug 18, 2026"}
+{"op":"add","path":"/elements/export-button","value":{"type":"Button","props":{"label":"Export report","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/exportStatus","value":"Report export prepared"}}},"children":[]}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"end","gap":"m","wrap":true},"children":["date-range-control","export-status"]}}
+{"op":"add","path":"/elements/date-range-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Choose the dates included in this dashboard","input":"date-range-picker"},"children":[]}}
+{"op":"add","path":"/elements/date-range-picker","value":{"type":"DatePicker","props":{"name":"dateRange","mode":"range","value":{"$bindState":"/dateRange"}},"children":[]}}
+{"op":"add","path":"/state/dateRange","value":["2026-07-20","2026-08-18"]}
+{"op":"add","path":"/elements/export-status","value":{"type":"TextContent","props":{"text":{"$state":"/exportStatus"},"size":"small"},"visible":{"$state":"/exportStatus"},"children":[]}}
+{"op":"add","path":"/state/exportStatus","value":""}
+{"op":"add","path":"/elements/kpi-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["visitors-kpi","conversion-kpi","subscriber-kpi"]}}
+{"op":"add","path":"/elements/visitors-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["visitors-kpi-label","visitors-kpi-value","visitors-kpi-change"]}}
+{"op":"add","path":"/elements/visitors-kpi-label","value":{"type":"TextContent","props":{"text":"Site visitors · last 30 days","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/visitors-kpi-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/visitors"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/visitors-kpi-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/visitorChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"visitors":"48,620","visitorChange":"+12.4% vs. previous 30 days","conversionRate":"4.8%","conversionChange":"+0.6 pts vs. previous period","subscriberGrowth":"+1,284","subscriberTotal":"18,942 active subscribers","subscriberProgress":71}}
+{"op":"add","path":"/elements/conversion-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["conversion-kpi-label","conversion-kpi-value","conversion-kpi-change"]}}
+{"op":"add","path":"/elements/conversion-kpi-label","value":{"type":"TextContent","props":{"text":"Conversion rate","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/conversion-kpi-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/conversionRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/conversion-kpi-change","value":{"type":"Tag","props":{"text":{"$state":"/metrics/conversionChange"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-kpi","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["subscriber-kpi-label","subscriber-kpi-value","subscriber-kpi-detail","subscriber-progress"]}}
+{"op":"add","path":"/elements/subscriber-kpi-label","value":{"type":"TextContent","props":{"text":"Email subscriber growth · August","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-kpi-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/subscriberGrowth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-kpi-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/subscriberTotal"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/subscriberProgress"},"label":"71% of monthly subscriber goal"},"children":[]}}
+{"op":"add","path":"/elements/visitors-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["visitors-header","visitors-chart"]}}
+{"op":"add","path":"/elements/visitors-header","value":{"type":"CardHeader","props":{"title":"Site visitors over the last 30 days","subtitle":"Daily unique visitors across all acquisition channels"},"children":[]}}
+{"op":"add","path":"/elements/visitors-chart","value":{"type":"AreaChart","props":{"labels":["Jul 20","Jul 24","Jul 28","Aug 1","Aug 5","Aug 9","Aug 13","Aug 18"],"series":["visitor-series"],"variant":"natural","xLabel":"Date","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/visitor-series","value":{"type":"Series","props":{"category":"Visitors","values":[1240,1395,1510,1430,1720,1885,2010,2245]},"children":[]}}
+{"op":"add","path":"/elements/insights-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["best-campaign-card","subscriber-growth-card"]}}
+{"op":"add","path":"/elements/best-campaign-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-campaign-header","best-campaign-name","best-campaign-summary","best-campaign-tags","best-campaign-callout"]}}
+{"op":"add","path":"/elements/best-campaign-header","value":{"type":"CardHeader","props":{"title":"Best performing campaign","subtitle":"Highest return on ad spend this week"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-name","value":{"type":"Heading","props":{"text":{"$state":"/bestCampaign/name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-summary","value":{"type":"TextContent","props":{"text":{"$state":"/bestCampaign/summary"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/bestCampaign/tags"}},"children":[]}}
+{"op":"add","path":"/elements/best-campaign-callout","value":{"type":"Callout","props":{"variant":"success","title":"Top result","description":{"$state":"/bestCampaign/callout"}},"children":[]}}
+{"op":"add","path":"/state/bestCampaign","value":{"name":"Back-to-School Search","summary":"Generated 312 qualified leads at a 5.9x return on ad spend.","tags":["$4,860 spend","312 leads","5.9x ROAS","6.4% CVR"],"callout":"This campaign is outperforming the account average by 38%. Consider increasing its daily budget by 15%."}}
+{"op":"add","path":"/elements/subscriber-growth-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-growth-header","subscriber-growth-chart"]}}
+{"op":"add","path":"/elements/subscriber-growth-header","value":{"type":"CardHeader","props":{"title":"Email subscriber growth","subtitle":"Net new subscribers this month"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-growth-chart","value":{"type":"BarChart","props":{"labels":["Week 1","Week 2","Week 3","Week 4"],"series":["subscriber-series"],"variant":"grouped","xLabel":"August","yLabel":"New subscribers"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-series","value":{"type":"Series","props":{"category":"New subscribers","values":[248,301,356,379]},"children":[]}}
+{"op":"add","path":"/elements/sources-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sources-header","sources-list"]}}
+{"op":"add","path":"/elements/sources-header","value":{"type":"CardHeader","props":{"title":"Top traffic sources","subtitle":"Share of total site visitors during the selected period"},"children":[]}}
+{"op":"add","path":"/elements/sources-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/trafficSources","key":"id"},"children":["source-row"]}}
+{"op":"add","path":"/elements/source-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["source-name","source-share"]}}
+{"op":"add","path":"/elements/source-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${visitors} visitors"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/source-share","value":{"type":"Tag","props":{"text":{"$template":"${share}%"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/trafficSources","value":[]}
+{"op":"add","path":"/state/trafficSources/0","value":{"id":"organic","name":"Organic Search","share":38,"visitors":"18,477"}}
+{"op":"add","path":"/state/trafficSources/1","value":{"id":"paid","name":"Paid Search","share":24,"visitors":"11,669"}}
+{"op":"add","path":"/state/trafficSources/2","value":{"id":"email","name":"Email","share":17,"visitors":"8,265"}}
+{"op":"add","path":"/state/trafficSources/3","value":{"id":"social","name":"Paid Social","share":12,"visitors":"5,834"}}
+{"op":"add","path":"/state/trafficSources/4","value":{"id":"referral","name":"Referral","share":9,"visitors":"4,375"}}
+{"op":"add","path":"/elements/campaigns-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["campaigns-header","campaigns-list"]}}
+{"op":"add","path":"/elements/campaigns-header","value":{"type":"CardHeader","props":{"title":"Running campaigns","subtitle":"Active campaigns and spend to date"},"children":[]}}
+{"op":"add","path":"/elements/campaigns-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campaigns","key":"id"},"children":["campaign-row"]}}
+{"op":"add","path":"/elements/campaign-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["campaign-info","campaign-spend"]}}
+{"op":"add","path":"/elements/campaign-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["campaign-name","campaign-status"]}}
+{"op":"add","path":"/elements/campaign-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/campaign-status","value":{"type":"Badge","props":{"text":{"$template":"${channel} · ${status}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["campaign-spend-label","campaign-spend-value"]}}
+{"op":"add","path":"/elements/campaign-spend-label","value":{"type":"TextContent","props":{"text":"Spend to date","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/campaign-spend-value","value":{"type":"Tag","props":{"text":{"$template":"${spend}"},"variant":"neutral","size":"md"},"children":[]}}
+{"op":"add","path":"/state/campaigns","value":[]}
+{"op":"add","path":"/state/campaigns/0","value":{"id":"back-to-school-search","name":"Back-to-School Search","channel":"Google Ads","status":"Active","spend":"$4,860"}}
+{"op":"add","path":"/state/campaigns/1","value":{"id":"product-launch-social","name":"Product Launch Retargeting","channel":"LinkedIn Ads","status":"Active","spend":"$3,420"}}
+{"op":"add","path":"/state/campaigns/2","value":{"id":"august-newsletter","name":"August Newsletter Series","channel":"Email","status":"Active","spend":"$1,180"}}
+{"op":"add","path":"/state/campaigns/3","value":{"id":"webinar-promo","name":"Q3 Webinar Promotion","channel":"Meta Ads","status":"Active","spend":"$2,740"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r1.txt
new file mode 100644
index 000000000..cb6fc8bcb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r1.txt
@@ -0,0 +1,12 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","metrics-row","filters-card","orders-section","analytics-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["page-title","today-tag"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"E-commerce operations desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s sales, manage fulfillment, and review recent orders.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/today-tag","value":{"type":"Tag","props":{"text":"Today · Aug 18, 2026","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["orders-metric","revenue-metric","aov-metric","refund-metric"]}}
+{"op":"add","path":"/elements/orders-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-metric-label","orders-metric-value"]}}
+{"op":"add","path":"/elements/orders-metric-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orders-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":48,"revenueToday":"$6,842.50","averageOrderValue":"$142.55","refundRate":"1.8%"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r2.txt
new file mode 100644
index 000000000..dc41b0f38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r2.txt
@@ -0,0 +1,54 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["desk-header","metric-row","filters-card","volume-card","orders-card"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["desk-title","desk-status"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-heading","subtitle"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"E-commerce Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s sales, manage fulfillment, and review recent orders.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/desk-status","value":{"type":"Badge","props":{"text":"Live today","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metric-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["orders-today-card","revenue-today-card","aov-card","refund-rate-card"]}}
+{"op":"add","path":"/elements/orders-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-today-label","orders-today-value"]}}
+{"op":"add","path":"/elements/orders-today-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orders-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"48","revenueToday":"$8,742.60","averageOrderValue":"$182.14","refundRate":"1.8%"}} 
+{"op":"add","path":"/elements/revenue-today-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-today-label","revenue-today-value"]}}
+{"op":"add","path":"/elements/revenue-today-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-today-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/aov-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-label","aov-value"]}}
+{"op":"add","path":"/elements/aov-label","value":{"type":"TextContent","props":{"text":"Average order value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/aov-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-rate-label","refund-rate-value","refund-rate-note"]}}
+{"op":"add","path":"/elements/refund-rate-label","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refund-rate-note","value":{"type":"TextContent","props":{"text":"Below the 2.5% monthly target","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/filters-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["filters-heading","customer-search-control","status-filter-control"]}}
+{"op":"add","path":"/elements/filters-heading","value":{"type":"Heading","props":{"text":"Find orders","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/customer-search-control","value":{"type":"FormControl","props":{"label":"Search customer","hint":"Search by customer name","input":"customer-search-input"},"children":[]}}
+{"op":"add","path":"/elements/customer-search-input","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"e.g. Maya Chen","type":"text","value":{"$bindState":"/filters/customerSearch"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"customerSearch":"","status":"all"}} 
+{"op":"add","path":"/elements/status-filter-control","value":{"type":"FormControl","props":{"label":"Order status","hint":"Narrow the recent order list","input":"status-filter-select"},"children":[]}}
+{"op":"add","path":"/elements/status-filter-select","value":{"type":"Select","props":{"name":"statusFilter","items":["status-all","status-paid","status-processing","status-fulfilled","status-refunded"],"placeholder":"All statuses","value":{"$bindState":"/filters/status"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-paid","value":{"type":"SelectItem","props":{"value":"paid","label":"Paid"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-header","order-volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders placed across the past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/order-volume-series","value":{"type":"Series","props":{"category":"Orders","values":[214,247,231,286]},"children":[]}}
+{"op":"add","path":"/elements/order-volume-chart","value":{"type":"BarChart","props":{"labels":["Jul 21–27","Jul 28–Aug 3","Aug 4–10","Aug 11–17"],"series":["order-volume-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/orders-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-header","orders-list"]}}
+{"op":"add","path":"/elements/orders-header","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Latest customer orders awaiting review or fulfillment"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/state/orders","value":[]}
+{"op":"add","path":"/state/orders/0","value":{"id":"ORD-10482","customer":"Maya Chen","total":"$248.00","status":"processing"}}
+{"op":"add","path":"/state/orders/1","value":{"id":"ORD-10481","customer":"Jordan Williams","total":"$89.50","status":"paid"}}
+{"op":"add","path":"/state/orders/2","value":{"id":"ORD-10480","customer":"Priya Nair","total":"$412.75","status":"processing"}}
+{"op":"add","path":"/state/orders/3","value":{"id":"ORD-10479","customer":"Elena Rodriguez","total":"$156.20","status":"fulfilled"}}
+{"op":"add","path":"/state/orders/4","value":{"id":"ORD-10478","customer":"Noah Thompson","total":"$67.99","status":"refunded"}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["order-details","order-status","fulfill-order-button"]}}
+{"op":"add","path":"/elements/order-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id","order-customer","order-total"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$item":"id"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$template":"Customer: ${customer}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"Total: ${total}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/filters/status","eq":"refunded"},"$then":"danger","$else":"info"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/fulfill-order-button","value":{"type":"Button","props":{"label":"Mark fulfilled","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"fulfilled"}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r3.txt
new file mode 100644
index 000000000..787526dc3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r3.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","metrics-row","controls-card","orders-section","analytics-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"E-commerce Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s trading activity, manage fulfillment, and review order performance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["metric-orders","metric-revenue","metric-aov","metric-refunds"]}}
+{"op":"add","path":"/elements/metric-orders","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["metric-orders-label","metric-orders-value","metric-orders-note"]}}
+{"op":"add","path":"/elements/metric-orders-label","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/metric-orders-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/metric-orders-note","value":{"type":"TextContent","props":{"text":"12% above yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"ordersToday":"48","revenueToday":"$6,842.50","averageOrderValue":"$142.55","refundRate":"2.1%"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r4.txt
new file mode 100644
index 000000000..5886894d0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-orders__r4.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["desk-header","metrics-row","filters-card","orders-section","analytics-row"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["desk-title","live-badge"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-heading","desk-subtitle"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"E-commerce operations desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/desk-subtitle","value":{"type":"TextContent","props":{"text":"Monitor today’s orders, fulfillment, and revenue performance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-badge","value":{"type":"Badge","props":{"text":"Live today","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["orders-metric","revenue-metric","aov-metric","refund-metric"]}}
+{"op":"add","path":"/elements/orders-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["orders-metric-header","orders-metric-value"]}}
+{"op":"add","path":"/elements/orders-metric-header","value":{"type":"TextContent","props":{"text":"Orders placed today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/orders-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/ordersToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{}} 
+{"op":"add","path":"/state/metrics/ordersToday","value":"128"} 
+{"op":"add","path":"/elements/revenue-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["revenue-metric-header","revenue-metric-value"]}}
+{"op":"add","path":"/elements/revenue-metric-header","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/revenueToday","value":"$14,862.40"} 
+{"op":"add","path":"/elements/aov-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["aov-metric-header","aov-metric-value"]}}
+{"op":"add","path":"/elements/aov-metric-header","value":{"type":"TextContent","props":{"text":"Average order value","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/aov-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageOrderValue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/averageOrderValue","value":"$116.11"} 
+{"op":"add","path":"/elements/refund-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["refund-metric-header","refund-metric-value","refund-metric-note"]}}
+{"op":"add","path":"/elements/refund-metric-header","value":{"type":"TextContent","props":{"text":"Refund rate this month","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/refund-metric-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/refundRateMonth"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/refund-metric-note","value":{"type":"TextContent","props":{"text":"Down 0.3% from last month","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/refundRateMonth","value":"1.8%"} 
+{"op":"add","path":"/elements/filters-card","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["search-control","status-control"]}}
+{"op":"add","path":"/elements/search-control","value":{"type":"FormControl","props":{"label":"Search customer","hint":"Find orders by customer name","input":"customer-search"},"children":[]}}
+{"op":"add","path":"/elements/customer-search","value":{"type":"Input","props":{"name":"customerSearch","placeholder":"Search customer name","type":"text","value":{"$bindState":"/filters/customerSearch"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{}} 
+{"op":"add","path":"/state/filters/customerSearch","value":""} 
+{"op":"add","path":"/elements/status-control","value":{"type":"FormControl","props":{"label":"Order status","hint":"Narrow the order queue","input":"status-select"},"children":[]}}
+{"op":"add","path":"/elements/status-select","value":{"type":"Select","props":{"name":"orderStatus","placeholder":"All statuses","items":["status-all","status-paid","status-processing","status-fulfilled","status-refunded"],"value":{"$bindState":"/filters/status"}},"children":[]}}
+{"op":"add","path":"/elements/status-all","value":{"type":"SelectItem","props":{"value":"all","label":"All statuses"},"children":[]}}
+{"op":"add","path":"/elements/status-paid","value":{"type":"SelectItem","props":{"value":"paid","label":"Paid"},"children":[]}}
+{"op":"add","path":"/elements/status-processing","value":{"type":"SelectItem","props":{"value":"processing","label":"Processing"},"children":[]}}
+{"op":"add","path":"/elements/status-fulfilled","value":{"type":"SelectItem","props":{"value":"fulfilled","label":"Fulfilled"},"children":[]}}
+{"op":"add","path":"/elements/status-refunded","value":{"type":"SelectItem","props":{"value":"refunded","label":"Refunded"},"children":[]}}
+{"op":"add","path":"/state/filters/status","value":"all"} 
+{"op":"add","path":"/elements/orders-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["orders-heading","orders-list"]}}
+{"op":"add","path":"/elements/orders-heading","value":{"type":"CardHeader","props":{"title":"Recent orders","subtitle":"Latest purchases awaiting review and fulfillment"},"children":[]}}
+{"op":"add","path":"/elements/orders-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/recentOrders","key":"id"},"children":["order-row"]}}
+{"op":"add","path":"/elements/order-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["order-details","order-status","fulfill-button"]}}
+{"op":"add","path":"/elements/order-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["order-id","order-customer","order-total"]}}
+{"op":"add","path":"/elements/order-id","value":{"type":"TextContent","props":{"text":{"$template":"Order #${id}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/order-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/order-total","value":{"type":"TextContent","props":{"text":{"$template":"Total: ${total}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/order-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/filters/status","eq":"refunded"},"$then":"danger","$else":"info"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/fulfill-button","value":{"type":"Button","props":{"label":{"$cond":{"$item":"fulfilled"},"$then":"Fulfilled","$else":"Mark fulfilled"},"variant":"primary","size":"small"},"visible":{"$item":"canFulfill"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Fulfilled"}}},"children":[]}}
+{"op":"add","path":"/state/recentOrders","value":[]} 
+{"op":"add","path":"/state/recentOrders/0","value":{"id":"10482","customer":"Maya Chen","total":"$248.00","status":"Processing","fulfilled":false,"canFulfill":true}} 
+{"op":"add","path":"/state/recentOrders/1","value":{"id":"10481","customer":"Jordan Williams","total":"$89.50","status":"Paid","fulfilled":false,"canFulfill":true}} 
+{"op":"add","path":"/state/recentOrders/2","value":{"id":"10480","customer":"Sofia Martinez","total":"$156.75","status":"Fulfilled","fulfilled":true,"canFulfill":false}} 
+{"op":"add","path":"/state/recentOrders/3","value":{"id":"10479","customer":"Ethan Brooks","total":"$42.00","status":"Refunded","fulfilled":false,"canFulfill":false}} 
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["volume-card","refund-note-card"]}}
+{"op":"add","path":"/elements/volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["volume-header","volume-chart"]}}
+{"op":"add","path":"/elements/volume-header","value":{"type":"CardHeader","props":{"title":"Order volume","subtitle":"Orders placed across the past four weeks"},"children":[]}}
+{"op":"add","path":"/elements/volume-chart","value":{"type":"BarChart","props":{"labels":{"$state":"/orderVolume/labels"},"series":["weekly-order-series"],"variant":"grouped","xLabel":"Week","yLabel":"Orders"},"children":[]}}
+{"op":"add","path":"/elements/weekly-order-series","value":{"type":"Series","props":{"category":"Orders","values":{"$state":"/orderVolume/values"}},"children":[]}}
+{"op":"add","path":"/state/orderVolume","value":{}} 
+{"op":"add","path":"/state/orderVolume/labels","value":["Jul 21–27","Jul 28–Aug 3","Aug 4–10","Aug 11–17"]} 
+{"op":"add","path":"/state/orderVolume/values","value":[612,684,731,756]} 
+{"op":"add","path":"/elements/refund-note-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["refund-heading","refund-callout","refund-progress"]}}
+{"op":"add","path":"/elements/refund-heading","value":{"type":"Heading","props":{"text":"Monthly refund health","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/refund-callout","value":{"type":"Callout","props":{"variant":"success","title":"Refund rate is within target","description":"The current 1.8% rate is below the 2.5% operating threshold."},"children":[]}}
+{"op":"add","path":"/elements/refund-progress","value":{"type":"Progress","props":{"value":72,"label":"72% of monthly refund threshold used"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r1.txt
new file mode 100644
index 000000000..8dd08320c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r1.txt
@@ -0,0 +1,66 @@
+{"op":"add","path":"/root","value":"health-dashboard"}
+{"op":"add","path":"/elements/health-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","region-control","overview-row","usage-section","incidents-section","endpoints-section","alert-settings"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["dashboard-title","dashboard-status"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Service Health","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"On-call view · live production telemetry","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-status","value":{"type":"Badge","props":{"text":"Monitoring active","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"center","gap":"m"},"children":["region-label","region-select"]}}
+{"op":"add","path":"/elements/region-label","value":{"type":"TextContent","props":{"text":"Region scope","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","items":["region-all","region-us-east","region-us-west","region-eu-west"],"value":{"$bindState":"/filters/region"}},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"region":"all"}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All production regions"},"children":[]}}
+{"op":"add","path":"/elements/region-us-east","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-us-west","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["uptime-card","error-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-heading","uptime-value","uptime-progress","uptime-detail"]}}
+{"op":"add","path":"/elements/uptime-heading","value":{"type":"TextContent","props":{"text":"Uptime this quarter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/uptimeQuarter}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"uptimeQuarter":99.982,"errorRate":0.14}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/uptimeQuarter"},"label":"Quarterly availability"},"children":[]}}
+{"op":"add","path":"/elements/uptime-detail","value":{"type":"TextContent","props":{"text":"Target: 99.95% · 3m 53s of unplanned downtime","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["error-heading","error-value","error-status","error-detail"]}}
+{"op":"add","path":"/elements/error-heading","value":{"type":"TextContent","props":{"text":"Error rate right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/errorRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/error-status","value":{"type":"Badge","props":{"text":"Within SLO","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/error-detail","value":{"type":"TextContent","props":{"text":"Last 5 minutes · 14 errors across 10,021 requests","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/usage-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["usage-header","usage-chart"]}}
+{"op":"add","path":"/elements/usage-header","value":{"type":"CardHeader","props":{"title":"Resource usage","subtitle":"CPU and memory utilization over the past 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/usage-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["cpu-series","memory-series"],"variant":"natural","xLabel":"Time (24 hours)","yLabel":"Utilization (%)"},"children":[]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU","values":[38,35,42,56,63,59,71,64,52]},"children":[]}}
+{"op":"add","path":"/elements/memory-series","value":{"type":"Series","props":{"category":"Memory","values":[61,60,62,64,67,68,70,69,66]},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Active incidents requiring on-call attention"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-4821","title":"Elevated checkout API latency","severity":"Critical","region":"US East","opened":"18 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-4819","title":"Payment webhook delivery delays","severity":"High","region":"EU West","opened":"42 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-4816","title":"Background job retry backlog","severity":"Medium","region":"US West","opened":"2 hours ago","acknowledged":true}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["incident-summary","incident-action"]}}
+{"op":"add","path":"/elements/incident-summary","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-meta","incident-severity"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${region} · Opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Badge","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$state":"/filters/region","eq":"all"},"$then":"destructive","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/elements/incident-action","value":{"type":"Button","props":{"label":{"$cond":{"$item":"acknowledged"},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/endpoints-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-list"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency over the last 15 minutes"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpoint-row"]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
+{"op":"add","path":"/state/slowEndpoints/0","value":{"id":"endpoint-1","method":"POST","path":"/v1/checkout/confirm","latency":"2.84 s","requests":"184 req/min"}}
+{"op":"add","path":"/state/slowEndpoints/1","value":{"id":"endpoint-2","method":"GET","path":"/v1/reports/revenue","latency":"1.92 s","requests":"37 req/min"}}
+{"op":"add","path":"/state/slowEndpoints/2","value":{"id":"endpoint-3","method":"POST","path":"/v1/payments/authorize","latency":"1.47 s","requests":"96 req/min"}}
+{"op":"add","path":"/state/slowEndpoints/3","value":{"id":"endpoint-4","method":"GET","path":"/v1/catalog/search","latency":"1.18 s","requests":"242 req/min"}}
+{"op":"add","path":"/state/slowEndpoints/4","value":{"id":"endpoint-5","method":"PATCH","path":"/v1/orders/{id}","latency":"0.94 s","requests":"58 req/min"}}
+{"op":"add","path":"/elements/endpoint-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["endpoint-name","endpoint-latency"]}}
+{"op":"add","path":"/elements/endpoint-name","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["endpoint-path","endpoint-requests"]}}
+{"op":"add","path":"/elements/endpoint-path","value":{"type":"TextContent","props":{"text":{"$template":"${method} ${path}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-requests","value":{"type":"TextContent","props":{"text":{"$item":"requests"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency","value":{"type":"Badge","props":{"text":{"$template":"p95 ${latency}"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/alert-settings","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","threshold-control"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Set the error-rate threshold that pages the on-call engineer"},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"Card","props":{"variant":"clear","direction":"row","align":"end","gap":"m","wrap":true},"children":["threshold-field","threshold-save"]}}
+{"op":"add","path":"/elements/threshold-field","value":{"type":"FormControl","props":{"label":"Error rate threshold (%)","hint":"Current paging threshold: 1.00%","input":"threshold-input"},"children":[]}}
+{"op":"add","path":"/elements/threshold-input","value":{"type":"Input","props":{"name":"alertThreshold","type":"number","placeholder":"1.00","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":"1.00"}
+{"op":"add","path":"/elements/threshold-save","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/alertThresholdSaved","value":true}}},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r2.txt
new file mode 100644
index 000000000..73d726b0d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r2.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"service-health"}
+{"op":"add","path":"/elements/service-health","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["health-header","health-controls","health-summary","resource-section","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/health-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["health-title","health-subtitle"]}}
+{"op":"add","path":"/elements/health-title","value":{"type":"Heading","props":{"text":"Service Health","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/health-subtitle","value":{"type":"TextContent","props":{"text":"On-call overview for Checkout API · live operational signals and active response work.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/health-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["region-control"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Region","hint":"Filter health signals to a single deployment region.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select a region","items":["region-all","region-us-east","region-us-west","region-eu-west"],"value":{"$bindState":"/filters/region"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-us-east","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-us-west","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"region":"all"}}
+{"op":"add","path":"/elements/health-summary","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["uptime-card","error-rate-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-label","uptime-value","uptime-detail"]}}
+{"op":"add","path":"/elements/uptime-label","value":{"type":"TextContent","props":{"text":"Uptime this quarter","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/quarterUptime"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/uptime-detail","value":{"type":"TextContent","props":{"text":"Target: 99.95% · 18m 42s total downtime","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"quarterUptime":"99.982%","errorRate":"0.18%"}}
+{"op":"add","path":"/elements/error-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["error-rate-label","error-rate-value","error-rate-status"]}}
+{"op":"add","path":"/elements/error-rate-label","value":{"type":"TextContent","props":{"text":"Error rate right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-rate-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/errorRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/error-rate-status","value":{"type":"Badge","props":{"text":"Within alert threshold","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/resource-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["resource-header","resource-charts"]}}
+{"op":"add","path":"/elements/resource-header","value":{"type":"CardHeader","props":{"title":"Resource usage · past 24 hours","subtitle":"CPU and memory utilization across the selected region."},"children":[]}}
+{"op":"add","path":"/elements/resource-charts","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["cpu-chart","memory-chart"]}}
+{"op":"add","path":"/elements/cpu-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["cpu-series"],"variant":"natural","xLabel":"Time","yLabel":"CPU %"},"children":[]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU utilization","values":[38,42,57,63,51,46,49]},"children":[]}}
+{"op":"add","path":"/elements/memory-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["memory-series"],"variant":"natural","xLabel":"Time","yLabel":"Memory %"},"children":[]}}
+{"op":"add","path":"/elements/memory-series","value":{"type":"Series","props":{"category":"Memory utilization","values":[61,63,65,68,70,69,71]},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Acknowledge incidents to confirm active ownership."},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["incident-info","incident-actions"]}}
+{"op":"add","path":"/elements/incident-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-description","incident-meta"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"Severity: ${severity} · Opened ${openedAt}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/incidents","eq":null},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-4821","title":"Elevated checkout failures","description":"5xx responses are elevated for payment authorization requests in US East.","severity":"SEV-2","openedAt":"12 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-4817","title":"Delayed order events","description":"Order confirmation events are delayed by approximately 8 minutes in EU West.","severity":"SEV-3","openedAt":"38 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-4809","title":"Cache node saturation","description":"Two cache nodes are operating above the recommended memory watermark.","severity":"SEV-3","openedAt":"1 hour ago","acknowledged":true}}
+{"op":"add","path":"/elements/endpoints-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-list"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"P95 latency over the last 15 minutes."},"children":[]}}
+{"op":"add","path":"/elements/endpoints-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpoint-row"]}}
+{"op":"add","path":"/elements/endpoint-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between"},"children":["endpoint-name","endpoint-latency"]}}
+{"op":"add","path":"/elements/endpoint-name","value":{"type":"InlineCode","props":{"code":{"$item":"path"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency","value":{"type":"Badge","props":{"text":{"$template":"${latency} ms p95"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
+{"op":"add","path":"/state/slowEndpoints/0","value":{"id":"ep-1","path":"POST /v1/checkout/authorize","latency":1840}}
+{"op":"add","path":"/state/slowEndpoints/1","value":{"id":"ep-2","path":"GET /v1/orders/{orderId}","latency":1265}}
+{"op":"add","path":"/state/slowEndpoints/2","value":{"id":"ep-3","path":"POST /v1/payments/capture","latency":1098}}
+{"op":"add","path":"/state/slowEndpoints/3","value":{"id":"ep-4","path":"GET /v1/catalog/search","latency":842}}
+{"op":"add","path":"/state/slowEndpoints/4","value":{"id":"ep-5","path":"POST /v1/cart/validate","latency":711}}
+{"op":"add","path":"/elements/alert-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-control"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Set the error-rate percentage that triggers an on-call notification."},"children":[]}}
+{"op":"add","path":"/elements/alert-control","value":{"type":"FormControl","props":{"label":"Error-rate alert threshold (%)","hint":"Current error rate is 0.18%.","input":"alert-threshold-slider"},"children":[]}}
+{"op":"add","path":"/elements/alert-threshold-slider","value":{"type":"Slider","props":{"name":"errorRateThreshold","variant":"discrete","min":0.1,"max":5,"step":0.1,"label":"Error rate threshold","value":{"$bindState":"/alerts/errorRateThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":{"errorRateThreshold":[1]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r3.txt
new file mode 100644
index 000000000..519ed2c87
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r3.txt
@@ -0,0 +1,64 @@
+{"op":"add","path":"/root","value":"service-health"}
+{"op":"add","path":"/elements/service-health","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["health-header","region-control","overview-row","usage-section","incidents-section","endpoints-section","alert-section"]}}
+{"op":"add","path":"/elements/health-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["health-title","health-subtitle"]}}
+{"op":"add","path":"/elements/health-title","value":{"type":"Heading","props":{"text":"Service health","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/health-subtitle","value":{"type":"TextContent","props":{"text":"On-call view for Checkout API • live operational signals","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["region-field"]}}
+{"op":"add","path":"/elements/region-field","value":{"type":"FormControl","props":{"label":"Region","hint":"Narrow all service health signals to one deployment region.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select a region","items":["region-all","region-us-east","region-us-west","region-eu-west"],"value":{"$bindState":"/filters/region"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"region":"all"}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-us-east","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-us-west","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["uptime-card","error-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-header","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Since July 1, 2026"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/uptime}% availability"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"uptime":99.982,"errorRate":0.18}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/summary/uptime"},"label":"Quarterly SLO: 99.95%"},"children":[]}}
+{"op":"add","path":"/elements/error-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["error-header","error-value","error-status"]}}
+{"op":"add","path":"/elements/error-header","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"Rolling 5-minute window"},"children":[]}}
+{"op":"add","path":"/elements/error-value","value":{"type":"TextContent","props":{"text":{"$template":"${/summary/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-status","value":{"type":"Tag","props":{"text":"Within alert threshold","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/usage-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["usage-header","usage-chart"]}}
+{"op":"add","path":"/elements/usage-header","value":{"type":"CardHeader","props":{"title":"CPU and memory usage","subtitle":"Past 24 hours • selected region"},"children":[]}}
+{"op":"add","path":"/elements/usage-chart","value":{"type":"LineChart","props":{"labels":["00:00","04:00","08:00","12:00","16:00","20:00","Now"],"series":["cpu-series","memory-series"],"variant":"natural","xLabel":"Time (24 hours)","yLabel":"Utilization (%)"},"children":[]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU","values":[38,42,51,63,58,47,44]},"children":[]}}
+{"op":"add","path":"/elements/memory-series","value":{"type":"Series","props":{"category":"Memory","values":[61,63,66,71,69,67,65]},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incident-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Acknowledge active incidents to confirm ownership."},"children":[]}}
+{"op":"add","path":"/elements/incident-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-4821","title":"Elevated payment authorization failures","severity":"Critical","region":"us-east-1","opened":"12 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-4819","title":"Increased checkout latency","severity":"High","region":"eu-west-1","opened":"37 minutes ago","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-4814","title":"Background reconciliation queue delayed","severity":"Medium","region":"us-west-2","opened":"2 hours ago","acknowledged":true}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["incident-details","incident-actions"]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-meta","incident-severity"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-meta","value":{"type":"TextContent","props":{"text":{"$template":"${region} • Opened ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$state":"/incidents","not":true},"$then":"neutral","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/incidents","not":true},"$then":"Acknowledged","$else":"Acknowledge"},"variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/elements/endpoints-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoint-list"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency over the last 15 minutes"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/slowEndpoints","key":"id"},"children":["endpoint-row"]}}
+{"op":"add","path":"/state/slowEndpoints","value":[]}
+{"op":"add","path":"/state/slowEndpoints/0","value":{"id":"ep-1","method":"POST","path":"/v1/checkout/authorize","latency":"2.84 s","status":"Degraded"}}
+{"op":"add","path":"/state/slowEndpoints/1","value":{"id":"ep-2","method":"GET","path":"/v1/orders/{id}/summary","latency":"1.96 s","status":"Elevated"}}
+{"op":"add","path":"/state/slowEndpoints/2","value":{"id":"ep-3","method":"POST","path":"/v1/payments/capture","latency":"1.72 s","status":"Elevated"}}
+{"op":"add","path":"/state/slowEndpoints/3","value":{"id":"ep-4","method":"GET","path":"/v1/catalog/search","latency":"1.31 s","status":"Watch"}}
+{"op":"add","path":"/state/slowEndpoints/4","value":{"id":"ep-5","method":"POST","path":"/v1/cart/validate","latency":"1.18 s","status":"Watch"}}
+{"op":"add","path":"/elements/endpoint-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["endpoint-name","endpoint-latency"]}}
+{"op":"add","path":"/elements/endpoint-name","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["endpoint-path","endpoint-method"]}}
+{"op":"add","path":"/elements/endpoint-path","value":{"type":"InlineCode","props":{"code":{"$item":"path"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-method","value":{"type":"TextContent","props":{"text":{"$item":"method"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency","value":{"type":"Tag","props":{"text":{"$template":"p95 ${latency}"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/alert-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-header","alert-form"]}}
+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Set the error-rate threshold that should page the on-call engineer."},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"alert-threshold","fields":["threshold-field"],"buttons":"threshold-buttons"},"children":[]}}
+{"op":"add","path":"/elements/threshold-field","value":{"type":"FormControl","props":{"label":"Error rate threshold (%)","hint":"A page is triggered when the rolling 5-minute error rate exceeds this value.","input":"threshold-slider"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"errorThreshold","variant":"continuous","min":0.1,"max":10,"step":0.1,"label":"Error rate threshold","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":[1]}
+{"op":"add","path":"/elements/threshold-buttons","value":{"type":"Buttons","props":{"buttons":["save-threshold"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-threshold","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r4.txt
new file mode 100644
index 000000000..551e9390d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b3-server__r4.txt
@@ -0,0 +1,60 @@
+{"op":"add","path":"/root","value":"health-dashboard"}
+{"op":"add","path":"/elements/health-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["dashboard-header","region-filter-card","overview-row","usage-card","incidents-card","endpoints-card","alert-settings-card"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","dashboard-status"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-heading","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-heading","value":{"type":"Heading","props":{"text":"Service Health","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"On-call overview · Updated moments ago","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-status","value":{"type":"Badge","props":{"text":"Monitoring active","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/region-filter-card","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["region-filter-control"]}}
+{"op":"add","path":"/elements/region-filter-control","value":{"type":"FormControl","props":{"label":"Region","hint":"Filter metrics and incidents by deployment region.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","items":["region-all","region-us-east","region-us-west","region-eu-west"],"value":{"$bindState":"/filters/region"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-us-east","value":{"type":"SelectItem","props":{"value":"us-east-1","label":"US East (N. Virginia)"},"children":[]}}
+{"op":"add","path":"/elements/region-us-west","value":{"type":"SelectItem","props":{"value":"us-west-2","label":"US West (Oregon)"},"children":[]}}
+{"op":"add","path":"/elements/region-eu-west","value":{"type":"SelectItem","props":{"value":"eu-west-1","label":"EU West (Ireland)"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"region":"all"}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","wrap":true},"children":["uptime-card","error-rate-card"]}}
+{"op":"add","path":"/elements/uptime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["uptime-header","uptime-value","uptime-progress"]}}
+{"op":"add","path":"/elements/uptime-header","value":{"type":"CardHeader","props":{"title":"Uptime this quarter","subtitle":"Quarter to date"},"children":[]}}
+{"op":"add","path":"/elements/uptime-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/uptime}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/uptime-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/uptime"},"label":"Availability target: 99.90%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"uptime":99.97,"errorRate":0.18}}
+{"op":"add","path":"/elements/error-rate-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["error-rate-header","error-rate-value","error-rate-callout"]}}
+{"op":"add","path":"/elements/error-rate-header","value":{"type":"CardHeader","props":{"title":"Error rate right now","subtitle":"Rolling 5-minute window"},"children":[]}}
+{"op":"add","path":"/elements/error-rate-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/errorRate}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/error-rate-callout","value":{"type":"TextCallout","props":{"variant":"success","title":"Within threshold","description":"Current error rate is below the configured alert threshold."},"children":[]}}
+{"op":"add","path":"/elements/usage-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"l"},"children":["usage-header","usage-chart"]}}
+{"op":"add","path":"/elements/usage-header","value":{"type":"CardHeader","props":{"title":"CPU & memory usage","subtitle":"Past 24 hours · all regions"},"children":[]}}
+{"op":"add","path":"/elements/usage-chart","value":{"type":"LineChart","props":{"labels":["00:00","03:00","06:00","09:00","12:00","15:00","18:00","21:00","Now"],"series":["cpu-series","memory-series"],"variant":"linear","xLabel":"Time","yLabel":"Utilization (%)"},"children":[]}}
+{"op":"add","path":"/elements/cpu-series","value":{"type":"Series","props":{"category":"CPU","values":[36,31,29,42,58,63,49,44,51]},"children":[]}}
+{"op":"add","path":"/elements/memory-series","value":{"type":"Series","props":{"category":"Memory","values":[54,55,56,58,61,64,65,63,62]},"children":[]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Requires on-call attention"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["incident-details","incident-actions"]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-description","incident-severity"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-description","value":{"type":"TextContent","props":{"text":{"$template":"${region} · Opened ${openedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"Critical"},"$then":"danger","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Button","props":{"label":"Acknowledge","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"acknowledged"},"value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-1042","title":"Elevated checkout failures","region":"us-east-1","openedAt":"14 min ago","severity":"Critical","acknowledged":false}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-1041","title":"API latency above SLO","region":"eu-west-1","openedAt":"38 min ago","severity":"High","acknowledged":false}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-1039","title":"Background queue processing delayed","region":"us-west-2","openedAt":"1 hr ago","severity":"Medium","acknowledged":false}}
+{"op":"add","path":"/elements/endpoints-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["endpoints-header","endpoints-table"]}}
+{"op":"add","path":"/elements/endpoints-header","value":{"type":"CardHeader","props":{"title":"Five slowest endpoints","subtitle":"p95 latency over the past 15 minutes"},"children":[]}}
+{"op":"add","path":"/elements/endpoints-table","value":{"type":"Table","props":{"columns":["endpoint-rank-col","endpoint-path-col","endpoint-method-col","endpoint-latency-col","endpoint-region-col"]},"children":[]}}
+{"op":"add","path":"/elements/endpoint-rank-col","value":{"type":"Col","props":{"label":"Rank","type":"number","data":{"$state":"/endpointColumns/rank"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-path-col","value":{"type":"Col","props":{"label":"Endpoint","type":"string","data":{"$state":"/endpointColumns/path"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-method-col","value":{"type":"Col","props":{"label":"Method","type":"string","data":{"$state":"/endpointColumns/method"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-latency-col","value":{"type":"Col","props":{"label":"p95 latency","type":"string","data":{"$state":"/endpointColumns/latency"}},"children":[]}}
+{"op":"add","path":"/elements/endpoint-region-col","value":{"type":"Col","props":{"label":"Region","type":"string","data":{"$state":"/endpointColumns/region"}},"children":[]}}
+{"op":"add","path":"/state/endpointColumns","value":{"rank":[1,2,3,4,5],"path":["/v1/checkout/confirm","/v1/reports/export","/v1/search","/v1/orders/{id}","/v1/catalog/sync"],"method":["POST","POST","GET","GET","POST"],"latency":["2.84 s","2.31 s","1.96 s","1.72 s","1.48 s"],"region":["us-east-1","eu-west-1","us-east-1","us-west-2","eu-west-1"]}}
+{"op":"add","path":"/elements/alert-settings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alert-settings-header","threshold-control","threshold-actions"]}}
+{"op":"add","path":"/elements/alert-settings-header","value":{"type":"CardHeader","props":{"title":"Alert threshold","subtitle":"Trigger an on-call alert when the rolling error rate exceeds this value."},"children":[]}}
+{"op":"add","path":"/elements/threshold-control","value":{"type":"FormControl","props":{"label":"Error rate threshold (%)","hint":"Current threshold applies to all selected regions.","input":"threshold-slider"},"children":[]}}
+{"op":"add","path":"/elements/threshold-slider","value":{"type":"Slider","props":{"name":"errorRateThreshold","variant":"continuous","min":0.1,"max":10,"step":0.1,"label":"Error rate threshold","value":{"$bindState":"/alertThreshold"}},"children":[]}}
+{"op":"add","path":"/state/alertThreshold","value":[1]}
+{"op":"add","path":"/elements/threshold-actions","value":{"type":"Buttons","props":{"direction":"row","buttons":["save-threshold-button"]},"children":[]}}
+{"op":"add","path":"/elements/save-threshold-button","value":{"type":"Button","props":{"label":"Save threshold","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/thresholdSaved","value":true}}},"children":[]}}
+{"op":"add","path":"/state/thresholdSaved","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r1.txt
new file mode 100644
index 000000000..76590cab7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r1.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"ops-dashboard"}
+{"op":"add","path":"/elements/ops-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","hub-selector","overview-metrics","alerts-row","flight-section","gate-change-section","crew-section","connection-section","rebook-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["dashboard-title","dashboard-status"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational view · ${/hub/name} (${/hub/code}) · Tuesday, August 18"}},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"name":"Chicago O'Hare International","code":"ORD"}}
+{"op":"add","path":"/elements/dashboard-status","value":{"type":"Tag","props":{"text":"Live updates active","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["hub-select-control","hub-summary"]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"Viewing hub","hint":"Select another station to switch the operations view.","input":"hub-select"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Choose a hub","items":["hub-ord","hub-den","hub-dfw","hub-clt"],"value":{"$bindState":"/hub/code"}},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-clt","value":{"type":"SelectItem","props":{"value":"CLT","label":"CLT — Charlotte"},"children":[]}}
+{"op":"add","path":"/elements/hub-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"ORD operating plan","description":"184 departures scheduled today · Peak bank underway through 18:30 CT."},"children":[]}}
+{"op":"add","path":"/elements/overview-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["otp-metric","load-metric","turnaround-metric","cancellation-metric"]}}
+{"op":"add","path":"/elements/otp-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["otp-label","otp-value","otp-progress"]}}
+{"op":"add","path":"/elements/otp-label","value":{"type":"TextContent","props":{"text":"On-time performance today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePerformance}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePerformance"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":82,"averagePassengerLoad":87,"averageTurnaround":46,"cancellations":3}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-label","load-value","load-note"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Average passenger load today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averagePassengerLoad}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/load-note","value":{"type":"TextContent","props":{"text":"High demand across transcontinental departures","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["turnaround-label","turnaround-value","turnaround-note"]}}
+{"op":"add","path":"/elements/turnaround-label","value":{"type":"TextContent","props":{"text":"Average turnaround time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averageTurnaround} min"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-note","value":{"type":"TextContent","props":{"text":"2 minutes above daily plan","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cancellation-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["cancellation-label","cancellation-value","cancellation-note"]}}
+{"op":"add","path":"/elements/cancellation-label","value":{"type":"TextContent","props":{"text":"Cancellations today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancellation-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cancellations"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cancellation-note","value":{"type":"TextContent","props":{"text":"1 weather-related · 2 equipment-related","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["delayed-alert","weather-advisory"]}}
+{"op":"add","path":"/elements/delayed-alert","value":{"type":"Callout","props":{"variant":"warning","title":"4 delayed departures require attention","description":"Most significant: UA 1847 to Denver is delayed 55 minutes pending an inbound aircraft and crew alignment."},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Callout","props":{"variant":"info","title":"Hub weather advisory","description":"Wind gusts 28–34 kt from the northwest through 17:00 CT. Expect runway spacing and minor ground-delay impacts."},"children":[]}}
+{"op":"add","path":"/elements/flight-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flight-header","flight-list"]}}
+{"op":"add","path":"/elements/flight-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["flight-heading","flight-filter-tag"]}}
+{"op":"add","path":"/elements/flight-heading","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["flight-title","flight-description"]}}
+{"op":"add","path":"/elements/flight-title","value":{"type":"Heading","props":{"text":"Active flights","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/flight-description","value":{"type":"TextContent","props":{"text":"Upcoming departures and active gate assignments","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flight-filter-tag","value":{"type":"Tag","props":{"text":"Next 90 minutes","variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/flight-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["flight-details","flight-gate","flight-status"]}}
+{"op":"add","path":"/elements/flight-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["flight-number","flight-route"]}}
+{"op":"add","path":"/elements/flight-number","value":{"type":"TextContent","props":{"text":{"$item":"number"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"text":{"$template":"${route} · Scheduled ${scheduled}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"TextContent","props":{"text":{"$template":"Gate ${gate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/unused","eq":"x"},"$then":"success","$else":"warning"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"ua1847","number":"UA 1847","route":"ORD → DEN","gate":"C19","scheduled":"15:40","status":"Delayed 55 min"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"ua622","number":"UA 622","route":"ORD → SFO","gate":"B12","scheduled":"15:55","status":"Boarding"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"ua291","number":"UA 291","route":"ORD → LGA","gate":"E7","scheduled":"16:10","status":"On time"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"ua1450","number":"UA 1450","route":"ORD → IAH","gate":"C24","scheduled":"16:20","status":"Delayed 25 min"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"ua931","number":"UA 931","route":"ORD → SEA","gate":"B4","scheduled":"16:35","status":"Gate change"}}
+{"op":"add","path":"/elements/gate-change-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gate-change-title","gate-change-list"]}}
+{"op":"add","path":"/elements/gate-change-title","value":{"type":"Heading","props":{"text":"Recent gate changes","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/gateChanges","key":"id"},"children":["gate-change-row"]}}
+{"op":"add","path":"/elements/gate-change-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["gate-change-flight","gate-change-detail","gate-change-time"]}}
+{"op":"add","path":"/elements/gate-change-flight","value":{"type":"TextContent","props":{"text":{"$template":"${flight} · ${route}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-detail","value":{"type":"Tag","props":{"text":{"$template":"${fromGate} → ${toGate}"},"variant":"warning","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/gate-change-time","value":{"type":"TextContent","props":{"text":{"$template":"Updated ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gc1","flight":"UA 931","route":"ORD → SEA","fromGate":"B18","toGate":"B4","time":"14:52"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gc2","flight":"UA 1450","route":"ORD → IAH","fromGate":"C16","toGate":"C24","time":"14:41"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gc3","flight":"UA 778","route":"ORD → BOS","fromGate":"E11","toGate":"E5","time":"14:26"}}
+{"op":"add","path":"/elements/crew-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crew-title","crew-list"]}}
+{"op":"add","path":"/elements/crew-title","value":{"type":"Heading","props":{"text":"Crews available for reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crew-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/crews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["crew-name","crew-availability","crew-action"]}}
+{"op":"add","path":"/elements/crew-name","value":{"type":"TextContent","props":{"text":{"$template":"${crew} · ${role}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/crew-availability","value":{"type":"TextContent","props":{"text":{"$template":"Available ${availableAt} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-action","value":{"type":"Button","props":{"label":"Assign crew","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/state/crews","value":[]}
+{"op":"add","path":"/state/crews/0","value":{"id":"crew1","crew":"Crew 4A","role":"A320 flight deck + cabin","availableAt":"15:30","location":"Terminal 1"}}
+{"op":"add","path":"/state/crews/1","value":{"id":"crew2","crew":"Crew 7C","role":"737 flight deck","availableAt":"15:45","location":"Concourse C"}}
+{"op":"add","path":"/state/crews/2","value":{"id":"crew3","crew":"Crew 12B","role":"Cabin crew","availableAt":"16:05","location":"Terminal 2"}}
+{"op":"add","path":"/elements/connection-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["connection-header","connection-list"]}}
+{"op":"add","path":"/elements/connection-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["connection-title","connection-risk-badge"]}}
+{"op":"add","path":"/elements/connection-title","value":{"type":"Heading","props":{"text":"Connections at risk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/connection-risk-badge","value":{"type":"Badge","props":{"text":"126 passengers","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/connection-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connections","key":"id"},"children":["connection-row"]}}
+{"op":"add","path":"/elements/connection-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["connection-detail","connection-risk","connection-rebook"]}}
+{"op":"add","path":"/elements/connection-detail","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound} · ${passengers} passengers"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/connection-risk","value":{"type":"TextContent","props":{"text":{"$template":"${minutes} min connection · ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connection-rebook","value":{"type":"Button","props":{"label":"Rebook passengers","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/rebooking/selectedConnection","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/connections","value":[]}
+{"op":"add","path":"/state/connections/0","value":{"id":"conn1","inbound":"UA 1847 DEN","outbound":"UA 302 MIA","passengers":48,"minutes":18,"reason":"Inbound delay"}}
+{"op":"add","path":"/state/connections/1","value":{"id":"conn2","inbound":"UA 1450 IAH","outbound":"UA 931 SEA","passengers":37,"minutes":22,"reason":"Gate change"}}
+{"op":"add","path":"/state/connections/2","value":{"id":"conn3","inbound":"UA 511 MSP","outbound":"UA 622 SFO","passengers":41,"minutes":25,"reason":"Ramp congestion"}}
+{"op":"add","path":"/state/rebooking","value":{"selectedConnection":null}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["rebook-copy","rebook-dialog"]}}
+{"op":"add","path":"/elements/rebook-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["rebook-title","rebook-description"]}}
+{"op":"add","path":"/elements/rebook-title","value":{"type":"Heading","props":{"text":"Affected passenger recovery","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rebook-description","value":{"type":"TextContent","props":{"text":"Open the recovery workspace to review alternate flights, protect connections, and issue rebooking options.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/rebook-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Open rebooking workspace","title":"Passenger rebooking","description":"Review affected itineraries and select the best available recovery option.","triggerVariant":"default","content":["rebook-dialog-content"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-dialog-content","value":{"type":"TextCallout","props":{"variant":"info","title":"Recovery queue ready","description":"126 passengers are currently identified as connection-risk candidates. Prioritize passengers with onward international and last-flight-of-day itineraries."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r2.txt
new file mode 100644
index 000000000..7702e8f1f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r2.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"hub-ops"}
+{"op":"add","path":"/elements/hub-ops","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["ops-header","hub-selector","weather-advisory","performance-row","flight-section","delays-section","gate-changes-section","crew-section","connections-section","rebook-section"]}}
+{"op":"add","path":"/elements/ops-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","ops-status"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["screen-title","screen-subtitle"]}}
+{"op":"add","path":"/elements/screen-title","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/screen-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational view · ${/hub/name} (${/hub/code}) · Tuesday, August 18"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"code":"ORD","name":"Chicago O’Hare International Airport"}}
+{"op":"add","path":"/elements/ops-status","value":{"type":"Tag","props":{"text":"Live updates enabled","icon":"●","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["hub-select-control","hub-summary"]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"View a different hub","hint":"Switch the operations desk to another hub.","input":"hub-select"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","items":["hub-ord","hub-dfw","hub-atl","hub-den"],"value":{"$bindState":"/selectedHub"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O’Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver"},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/hub-summary","value":{"type":"TextCallout","props":{"variant":"neutral","title":"ORD operating profile","description":"Morning bank in progress. 184 departures and 171 arrivals scheduled today."},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Alert","props":{"title":"Weather advisory at ORD","description":"Thunderstorms expected 15:00–18:30 CT. Ramp activity may pause during lightning alerts; allow additional taxi and turnaround buffer.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/performance-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["otp-metric","load-metric","cancellations-metric","turnaround-metric"]}}
+{"op":"add","path":"/elements/otp-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["otp-label","otp-value","otp-progress"]}}
+{"op":"add","path":"/elements/otp-label","value":{"type":"TextContent","props":{"text":"On-time performance today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePerformance}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePerformance"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":82,"averagePassengerLoad":88,"cancellations":4,"averageTurnaround":47}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-label","load-value","load-note"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Average passenger load today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averagePassengerLoad}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/load-note","value":{"type":"TextContent","props":{"text":"High demand across the afternoon transcon bank.","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/cancel-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/cancellations"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cancel-note","value":{"type":"TextContent","props":{"text":"2 weather-related · 2 maintenance-related","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/turnaround-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["turn-label","turn-value","turn-note"]}}
+{"op":"add","path":"/elements/turn-label","value":{"type":"TextContent","props":{"text":"Average turnaround time","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turn-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averageTurnaround} min"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/turn-note","value":{"type":"TextContent","props":{"text":"3 minutes above daily plan","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/delay-badge","value":{"type":"Badge","props":{"text":{"$template":"${affectedConnections} connections at risk"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
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+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"delay-ua912","number":"UA 912","route":"ORD → Frankfurt (FRA)","gate":"M17","delayMinutes":40,"reason":"Weather hold","affectedConnections":9}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"delay-ua548","number":"UA 548","route":"ORD → Seattle (SEA)","gate":"C25","delayMinutes":32,"reason":"Crew reassignment","affectedConnections":12}}
+{"op":"add","path":"/elements/gate-changes-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["gate-changes-header","gate-change-list"]}}
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+{"op":"add","path":"/elements/gate-change-detail","value":{"type":"Tag","props":{"text":{"$template":"${oldGate} → ${newGate} · ${time}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gate-ua398","number":"UA 398","route":"ORD → Washington (IAD)","oldGate":"B14","newGate":"C19","time":"13:18"}}
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+{"op":"add","path":"/elements/crew-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crew-header","crew-list"]}}
+{"op":"add","path":"/elements/crew-header","value":{"type":"CardHeader","props":{"title":"Crews available for reassignment","subtitle":"Qualified reserves currently within hub availability windows"},"children":[]}}
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+{"op":"add","path":"/elements/crew-qualification","value":{"type":"TextContent","props":{"text":{"$template":"${qualification} · Currently at ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/crew-availability","value":{"type":"Badge","props":{"text":{"$template":"Available ${availableUntil}"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/availableCrews","value":[]}
+{"op":"add","path":"/state/availableCrews/0","value":{"id":"crew-1","crew":"Crew 4A","role":"Flight deck","qualification":"B737 / A320 qualified","location":"Terminal 1 crew room","availableUntil":"16:30"}}
+{"op":"add","path":"/state/availableCrews/1","value":{"id":"crew-2","crew":"Crew 7C","role":"Cabin crew","qualification":"Domestic narrowbody","location":"Concourse C","availableUntil":"17:15"}}
+{"op":"add","path":"/state/availableCrews/2","value":{"id":"crew-3","crew":"Crew 2F","role":"Flight deck","qualification":"E175 qualified","location":"Terminal 2 crew room","availableUntil":"18:00"}}
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+{"op":"add","path":"/elements/connections-callout","value":{"type":"Callout","props":{"variant":"error","title":"39 passengers need proactive protection","description":"Prioritize UA 2206 and UA 548 connections before boarding cutoffs."},"children":[]}}
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+{"op":"add","path":"/elements/connection-route","value":{"type":"TextContent","props":{"text":{"$template":"${inbound} → ${outbound}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/connection-passengers","value":{"type":"TextContent","props":{"text":{"$template":"${passengers} passengers · Departing gate ${departureGate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connection-risk","value":{"type":"Badge","props":{"text":{"$template":"${minutes} min connection"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"conn-1","inbound":"UA 2206 from EWR","outbound":"UA 912 to FRA","passengers":18,"departureGate":"M17","minutes":22}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"conn-2","inbound":"UA 548 from SEA","outbound":"UA 1847 to DEN","passengers":12,"departureGate":"C12","minutes":28}}
+{"op":"add","path":"/state/connectionsAtRisk/2","value":{"id":"conn-3","inbound":"UA 1462 from IAH","outbound":"UA 398 to IAD","passengers":9,"departureGate":"C19","minutes":31}}
+{"op":"add","path":"/elements/rebook-section","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["rebook-copy","rebook-button"]}}
+{"op":"add","path":"/elements/rebook-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["rebook-title","rebook-description"]}}
+{"op":"add","path":"/elements/rebook-title","value":{"type":"Heading","props":{"text":"Rebook affected passengers","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/rebook-description","value":{"type":"TextContent","props":{"text":"Open the disruption queue to protect customers on delayed, cancelled, or misconnecting itineraries.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/rebook-button","value":{"type":"Button","props":{"label":"Open rebooking queue","variant":"primary","size":"large"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookingQueueOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/state/rebookingQueueOpen","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r3.txt
new file mode 100644
index 000000000..8296d28bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r3.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["desk-header","hub-selector","weather-advisory","metrics-row","operations-columns"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["desk-title","desk-status"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operating view • ${/hub/name} (${/hub/code}) • ${/hub/date}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"name":"Chicago O'Hare International","code":"ORD","date":"Tuesday, August 18, 2026"}}
+{"op":"add","path":"/elements/desk-status","value":{"type":"Tag","props":{"text":"Live updates active","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["hub-select-control","hub-summary"]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"View another hub","hint":"Switch the operational view","input":"hub-select"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","items":["hub-ord","hub-dfw","hub-den","hub-atl"],"value":{"$bindState":"/selectedHub"}},"children":[]}}
+{"op":"add","path":"/state/selectedHub","value":"ORD"}
+{"op":"add","path":"/elements/hub-ord","value":{"type":"SelectItem","props":{"value":"ORD","label":"ORD — Chicago O'Hare"},"children":[]}}
+{"op":"add","path":"/elements/hub-dfw","value":{"type":"SelectItem","props":{"value":"DFW","label":"DFW — Dallas/Fort Worth"},"children":[]}}
+{"op":"add","path":"/elements/hub-den","value":{"type":"SelectItem","props":{"value":"DEN","label":"DEN — Denver"},"children":[]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-summary","value":{"type":"TextCallout","props":{"variant":"info","title":"ORD operating plan","description":"Peak departure bank: 15:30–18:15 CT. Monitor weather and tight connections."},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Alert","props":{"variant":"warning","title":"Weather advisory at ORD","description":"Thunderstorms expected 16:00–18:30 CT. Ramp operations may pause intermittently; allow additional taxi and turnaround time."},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["otp-metric","load-metric","cancel-metric","turn-metric"]}}
+{"op":"add","path":"/elements/otp-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["otp-label","otp-progress"]}}
+{"op":"add","path":"/elements/otp-label","value":{"type":"TextContent","props":{"text":{"$template":"On-time performance today: ${/metrics/onTimePerformance}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/onTimePerformance"},"label":"Target: 85%"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":82,"averagePassengerLoad":87,"cancellations":4,"averageTurnaround":46}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["load-label","load-detail"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":{"$template":"Average passenger load: ${/metrics/averagePassengerLoad}%"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-detail","value":{"type":"TextContent","props":{"text":"Across 186 completed departures","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/cancel-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["cancel-label","cancel-detail"]}}
+{"op":"add","path":"/elements/cancel-label","value":{"type":"TextContent","props":{"text":{"$template":"Cancellations today: ${/metrics/cancellations}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-detail","value":{"type":"TextContent","props":{"text":"2 weather-related • 2 maintenance-related","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/turn-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["turn-label","turn-detail"]}}
+{"op":"add","path":"/elements/turn-label","value":{"type":"TextContent","props":{"text":{"$template":"Average turnaround: ${/metrics/averageTurnaround} min"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/turn-detail","value":{"type":"TextContent","props":{"text":"Goal: 43 min • 3 min above plan","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/operations-columns","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["flight-operations","support-operations"]}}
+{"op":"add","path":"/elements/flight-operations","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["flights-section","delays-section","connections-section"]}}
+{"op":"add","path":"/elements/flights-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["flights-header","flight-list"]}}
+{"op":"add","path":"/elements/flights-header","value":{"type":"CardHeader","props":{"title":"Active flights","subtitle":"Departure and arrival movements requiring operational awareness"},"children":[]}}
+{"op":"add","path":"/elements/flight-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/flights","key":"id"},"children":["flight-row"]}}
+{"op":"add","path":"/state/flights","value":[]}
+{"op":"add","path":"/state/flights/0","value":{"id":"ua1842","number":"UA 1842","route":"ORD → Denver (DEN)","gate":"C21","status":"Boarding","statusVariant":"success","time":"15:40"}}
+{"op":"add","path":"/state/flights/1","value":{"id":"ua672","number":"UA 672","route":"ORD → San Francisco (SFO)","gate":"B14","status":"Delayed 55 min","statusVariant":"danger","time":"15:55"}}
+{"op":"add","path":"/state/flights/2","value":{"id":"ua2291","number":"UA 2291","route":"Boston (BOS) → ORD","gate":"F6","status":"Arrived","statusVariant":"info","time":"16:05"}}
+{"op":"add","path":"/state/flights/3","value":{"id":"ua318","number":"UA 318","route":"ORD → Newark (EWR)","gate":"C9","status":"Gate change","statusVariant":"warning","time":"16:20"}}
+{"op":"add","path":"/state/flights/4","value":{"id":"ua907","number":"UA 907","route":"Frankfurt (FRA) → ORD","gate":"M28","status":"On time","statusVariant":"success","time":"16:35"}}
+{"op":"add","path":"/elements/flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["flight-number","flight-route","flight-gate","flight-time","flight-status"]}}
+{"op":"add","path":"/elements/flight-number","value":{"type":"TextContent","props":{"text":{"$item":"number"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/flight-route","value":{"type":"TextContent","props":{"text":{"$item":"route"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/flight-gate","value":{"type":"Tag","props":{"text":{"$template":"Gate ${gate}"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/flight-time","value":{"type":"TextContent","props":{"text":{"$item":"time"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flight-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/delays-header","value":{"type":"CardHeader","props":{"title":"Delayed flights","subtitle":"Prioritized by passenger impact and recovery window"},"children":[]}}
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+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"d1","number":"UA 672","route":"ORD → San Francisco","delay":"55 min","reason":"Late inbound aircraft","impact":"42 protected connections"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"d2","number":"UA 1459","route":"ORD → Austin","delay":"40 min","reason":"Ramp weather hold","impact":"18 protected connections"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"d3","number":"UA 511","route":"Washington Dulles → ORD","delay":"35 min","reason":"Air traffic control","impact":"11 onward connections"}}
+{"op":"add","path":"/elements/delayed-flight-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["delay-flight-info","delay-tag","delay-impact"]}}
+{"op":"add","path":"/elements/delay-flight-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["delay-flight-name","delay-reason"]}}
+{"op":"add","path":"/elements/delay-flight-name","value":{"type":"TextContent","props":{"text":{"$template":"${number} • ${route}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delay-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/delay-tag","value":{"type":"Tag","props":{"text":{"$item":"delay"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/delay-impact","value":{"type":"TextContent","props":{"text":{"$item":"impact"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/connections-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["connections-header","connection-list","rebook-button"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"CardHeader","props":{"title":"Connections at risk","subtitle":"Passengers projected to miss their onward flight"},"children":[]}}
+{"op":"add","path":"/elements/connection-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-row"]}}
+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
+{"op":"add","path":"/state/connectionsAtRisk/0","value":{"id":"c1","inbound":"UA 511 from IAD","outbound":"UA 672 to SFO","passengers":23,"connection":"24 min","risk":"High"}}
+{"op":"add","path":"/state/connectionsAtRisk/1","value":{"id":"c2","inbound":"UA 907 from FRA","outbound":"UA 1459 to AUS","passengers":17,"connection":"31 min","risk":"High"}}
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+{"op":"add","path":"/state/rebookingOpen","value":false}
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+{"op":"add","path":"/elements/crew-role","value":{"type":"TextContent","props":{"text":{"$item":"role"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/crew-availability","value":{"type":"Tag","props":{"text":{"$item":"available"},"variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/rebooking-header","value":{"type":"CardHeader","props":{"title":"Passenger rebooking queue","subtitle":"Connection-risk customers are ready for protected re-accommodation"},"children":[]}}
+{"op":"add","path":"/elements/rebooking-note","value":{"type":"Callout","props":{"variant":"success","title":"52 passengers selected","description":"Suggested alternatives and seat availability have been prepared for the highest-risk connections."},"children":[]}}
+{"op":"add","path":"/elements/close-rebooking","value":{"type":"Button","props":{"label":"Close rebooking queue","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookingOpen","value":false}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r4.txt
new file mode 100644
index 000000000..25d14b6a6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-airline__r4.txt
@@ -0,0 +1,102 @@
+{"op":"add","path":"/root","value":"ops-desk"}
+{"op":"add","path":"/elements/ops-desk","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["desk-header","hub-selector","weather-advisory","metrics-row","operations-content","rebook-dialog"]}}
+{"op":"add","path":"/elements/desk-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["desk-title","desk-status"]}}
+{"op":"add","path":"/elements/desk-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hub Operations Desk","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational view • ${/hub/name} (${/hub/code}) • Tuesday, August 18"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/hub","value":{"code":"ATL","name":"Atlanta Hartsfield-Jackson"}}
+{"op":"add","path":"/elements/desk-status","value":{"type":"Tag","props":{"text":"LIVE • Updated 10:42 ET","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/hub-selector","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["hub-select-control","hub-summary"]}}
+{"op":"add","path":"/elements/hub-select-control","value":{"type":"FormControl","props":{"label":"View a different hub","hint":"Switch the operational view for another hub.","input":"hub-select"},"children":[]}}
+{"op":"add","path":"/elements/hub-select","value":{"type":"Select","props":{"name":"hub","placeholder":"Select hub","items":["hub-atl","hub-dtw","hub-msp","hub-slc"],"value":{"$bindState":"/hub/code"}},"children":[]}}
+{"op":"add","path":"/elements/hub-atl","value":{"type":"SelectItem","props":{"value":"ATL","label":"ATL — Atlanta"},"children":[]}}
+{"op":"add","path":"/elements/hub-dtw","value":{"type":"SelectItem","props":{"value":"DTW","label":"DTW — Detroit"},"children":[]}}
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+{"op":"add","path":"/elements/hub-slc","value":{"type":"SelectItem","props":{"value":"SLC","label":"SLC — Salt Lake City"},"children":[]}}
+{"op":"add","path":"/elements/hub-summary","value":{"type":"TextContent","props":{"text":"Today: 486 scheduled departures • 18 active gates","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/weather-advisory","value":{"type":"Callout","props":{"variant":"warning","title":"Weather advisory — convective activity expected","description":"Thunderstorms are forecast from 14:00–18:00 ET. Plan for ramp restrictions and potential departure sequencing delays."},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["otp-metric","load-metric","cancel-metric","turnaround-metric"]}}
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+{"op":"add","path":"/elements/otp-label","value":{"type":"TextContent","props":{"text":"On-time performance today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/otp-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/onTimePerformance}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/metrics","value":{"onTimePerformance":82,"averagePassengerLoad":87,"cancellations":6,"averageTurnaround":47}}
+{"op":"add","path":"/elements/load-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-label","load-value","load-detail"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Average passenger load","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/averagePassengerLoad}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/cancel-label","value":{"type":"TextContent","props":{"text":"Cancellations today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/cancel-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/cancellations}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/cancel-detail","value":{"type":"TextContent","props":{"text":"4 weather-related • 2 maintenance","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/operations-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["flights-panel","side-column"]}}
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+{"op":"add","path":"/elements/flights-note","value":{"type":"Tag","props":{"text":"5 exceptions require attention","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/flights-table","value":{"type":"Table","props":{"columns":["flight-col","route-col","gate-col","status-col","scheduled-col"]},"children":[]}}
+{"op":"add","path":"/elements/flight-col","value":{"type":"Col","props":{"label":"Flight","data":{"$state":"/flightTable/flight"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/route-col","value":{"type":"Col","props":{"label":"Route","data":{"$state":"/flightTable/route"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/gate-col","value":{"type":"Col","props":{"label":"Gate","data":{"$state":"/flightTable/gate"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/scheduled-col","value":{"type":"Col","props":{"label":"Scheduled","data":{"$state":"/flightTable/scheduled"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/delay-tag","value":{"type":"Tag","props":{"text":{"$template":"${delay} min • ${reason}"},"variant":"danger","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/delayedFlights","value":[]}
+{"op":"add","path":"/state/delayedFlights/0","value":{"id":"delay-1","flight":"DL 891","route":"ATL → MCO","gate":"A07","delay":"55","reason":"Crew timing"}}
+{"op":"add","path":"/state/delayedFlights/1","value":{"id":"delay-2","flight":"DL 1876","route":"ATL → DEN","gate":"D12","delay":"35","reason":"Late inbound"}}
+{"op":"add","path":"/state/delayedFlights/2","value":{"id":"delay-3","flight":"DL 630","route":"ATL → ORD","gate":"C22","delay":"28","reason":"Weather"}}
+{"op":"add","path":"/elements/connections-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["connections-header","connections-list","rebook-button"]}}
+{"op":"add","path":"/elements/connections-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["connections-title","connections-count"]}}
+{"op":"add","path":"/elements/connections-title","value":{"type":"Heading","props":{"text":"Connections at risk","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/connections-count","value":{"type":"Badge","props":{"text":"47 passengers","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/connections-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/connectionsAtRisk","key":"id"},"children":["connection-row"]}}
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+{"op":"add","path":"/state/connectionsAtRisk","value":[]}
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+{"op":"add","path":"/state/gateChanges","value":[]}
+{"op":"add","path":"/state/gateChanges/0","value":{"id":"gate-1","flight":"DL 315","route":"ATL → BOS","from":"B16","to":"B04","time":"10:28"}}
+{"op":"add","path":"/state/gateChanges/1","value":{"id":"gate-2","flight":"DL 2201","route":"ATL → AUS","from":"A19","to":"A14","time":"10:16"}}
+{"op":"add","path":"/state/gateChanges/2","value":{"id":"gate-3","flight":"DL 76","route":"ATL → SFO","from":"C09","to":"C14","time":"09:54"}}
+{"op":"add","path":"/elements/crews-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crews-header","crews-list"]}}
+{"op":"add","path":"/elements/crews-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["crews-title","crews-count"]}}
+{"op":"add","path":"/elements/crews-title","value":{"type":"Heading","props":{"text":"Crews available for reassignment","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/crews-count","value":{"type":"Badge","props":{"text":"3 available","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/crews-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/availableCrews","key":"id"},"children":["crew-row"]}}
+{"op":"add","path":"/elements/crew-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["crew-info","crew-duty"]}}
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+{"op":"add","path":"/state/availableCrews/0","value":{"id":"crew-1","crew":"Crew 4B","role":"A320 flight deck + cabin","availableAt":"now","dutyRemaining":"6h 20m"}}
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+{"op":"add","path":"/elements/rebook-workspace","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["rebook-summary","rebook-options","rebook-close"]}}
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+{"op":"add","path":"/elements/rebook-options","value":{"type":"ListBlock","props":{"items":["rebook-option-1","rebook-option-2","rebook-option-3"]},"children":[]}}
+{"op":"add","path":"/elements/rebook-option-1","value":{"type":"ListItem","props":{"title":"DL 404 ATL → SEA","subtitle":"Move 19 passengers to 13:10 departure • 12 seats remaining","actionLabel":"Select"},"children":[]}}
+{"op":"add","path":"/elements/rebook-option-2","value":{"type":"ListItem","props":{"title":"DL 118 ATL → CDG","subtitle":"Protect 14 passengers via JFK • 18 seats remaining","actionLabel":"Select"},"children":[]}}
+{"op":"add","path":"/elements/rebook-option-3","value":{"type":"ListItem","props":{"title":"DL 76 ATL → SFO","subtitle":"Move 14 passengers to 14:25 departure • 21 seats remaining","actionLabel":"Select"},"children":[]}}
+{"op":"add","path":"/elements/rebook-close","value":{"type":"Button","props":{"label":"Close workspace","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/rebookingOpen","value":false}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r1.txt
new file mode 100644
index 000000000..c70a72b82
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r1.txt
@@ -0,0 +1,98 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","account-section","transactions-section","insights-row","actions-row","settings-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["welcome-copy","security-badge"]}}
+{"op":"add","path":"/elements/welcome-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["welcome-heading","welcome-text"]}}
+{"op":"add","path":"/elements/welcome-heading","value":{"type":"Heading","props":{"text":"Good morning, Jordan","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/welcome-text","value":{"type":"TextContent","props":{"text":"Here is your money snapshot for August 2026.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/security-badge","value":{"type":"Badge","props":{"text":"Accounts secured","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/account-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["accounts-heading","account-list"]}}
+{"op":"add","path":"/elements/accounts-heading","value":{"type":"Heading","props":{"text":"Your balances","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"repeat":{"statePath":"/accounts","key":"id"},"children":["account-card"]}}
+{"op":"add","path":"/elements/account-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["account-name","account-balance","account-detail","account-status"]}}
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+{"op":"add","path":"/elements/account-balance","value":{"type":"TextContent","props":{"text":{"$template":"${balanceLabel}: ${balance}"},"size":"large"},"children":[]}}
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+{"op":"add","path":"/state/accounts/1","value":{"id":"savings","name":"High-Yield Savings","balanceLabel":"Current balance","balance":"$12,750.00","detail":"4.35% APY • •••• 9021","status":"On track","statusVariant":"info"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"credit","name":"Travel Rewards Credit","balanceLabel":"Current balance","balance":"$1,248.63","detail":"$4,751.37 available of $6,000","status":"Payment due Sep 4","statusVariant":"warning"}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transaction-list"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"CardHeader","props":{"title":"Recent transactions","subtitle":"Latest activity across your accounts"},"children":[]}}
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+{"op":"add","path":"/elements/transaction-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["merchant-name","transaction-meta"]}}
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+{"op":"add","path":"/elements/transaction-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${account} • ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDispute","value":{"$item":"id"}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"txn-001","merchant":"Greenway Market","amount":"-$86.24","date":"Today, 9:14 AM","account":"Checking","category":"Groceries"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"txn-002","merchant":"Metro Transit","amount":"-$24.00","date":"Yesterday","account":"Credit","category":"Transportation"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"txn-003","merchant":"Northstar Payroll","amount":"+$2,840.00","date":"Aug 14","account":"Checking","category":"Income"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"txn-004","merchant":"Streamline Media","amount":"-$15.99","date":"Aug 13","account":"Credit","category":"Entertainment"}}
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+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-header","spending-chart","spending-tags"]}}
+{"op":"add","path":"/elements/spending-header","value":{"type":"CardHeader","props":{"title":"August spending","subtitle":"$1,842.16 spent this month"},"children":[]}}
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+{"op":"add","path":"/state/spending","value":{"categories":["Housing","Groceries","Dining","Transport","Entertainment"],"amounts":[820,346,274,186,216]}}
+{"op":"add","path":"/elements/spending-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/spending/tagSummary"}},"children":[]}}
+{"op":"add","path":"/state/spending/tagSummary","value":["Housing $820","Groceries $346","Dining $274","Transport $186","Entertainment $216"]}
+{"op":"add","path":"/elements/goal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["goal-header","goal-progress","goal-detail"]}}
+{"op":"add","path":"/elements/goal-header","value":{"type":"CardHeader","props":{"title":"Vacation fund","subtitle":"Lisbon getaway • Target: $5,000"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacationGoal/progress"},"label":{"$template":"${/vacationGoal/saved} saved of ${/vacationGoal/target}"},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"progress":64,"saved":"$3,200","target":"$5,000","remaining":"$1,800 remaining"}}
+{"op":"add","path":"/elements/goal-detail","value":{"type":"TextContent","props":{"text":{"$state":"/vacationGoal/remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["credit-header","credit-score","credit-score-note","freeze-credit-button"]}}
+{"op":"add","path":"/elements/credit-header","value":{"type":"CardHeader","props":{"title":"Credit score","subtitle":"Updated Aug 15, 2026"},"children":[]}}
+{"op":"add","path":"/elements/credit-score","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/value"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"value":"782 • Excellent","note":"Your score increased 6 points this month.","frozen":false}}
+{"op":"add","path":"/elements/credit-score-note","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/note"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freeze-credit-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/creditScore/frozen"},"$then":"Unfreeze credit line","$else":"Freeze credit line"},"variant":"secondary","type":"normal","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/creditScore/frozen","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-header","bills-list"]}}
+{"op":"add","path":"/elements/bills-header","value":{"type":"CardHeader","props":{"title":"Bills due soon","subtitle":"Plan ahead for upcoming payments"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-name","bill-due-date"]}}
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+{"op":"add","path":"/elements/bill-due-date","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"Tag","props":{"text":{"$item":"amount"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-1","name":"Travel Rewards Credit Card","dueDate":"Sep 4","amount":"$1,248.63"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-2","name":"City Electric","dueDate":"Sep 6","amount":"$118.42"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-3","name":"Fiber Internet","dueDate":"Sep 9","amount":"$69.99"}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["transfer-card","statement-card"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-header","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Move money","subtitle":"Transfer between your accounts"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transfer-money","fields":["from-control","to-control","amount-control"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/from-control","value":{"type":"FormControl","props":{"label":"From","input":"from-select"},"children":[]}}
+{"op":"add","path":"/elements/from-select","value":{"type":"Select","props":{"name":"fromAccount","items":["from-checking","from-savings"],"placeholder":"Choose an account","value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking • $4,286.42"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings • $12,750.00"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"checking","to":"savings","amount":""}}
+{"op":"add","path":"/elements/to-control","value":{"type":"FormControl","props":{"label":"To","input":"to-select"},"children":[]}}
+{"op":"add","path":"/elements/to-select","value":{"type":"Select","props":{"name":"toAccount","items":["to-checking","to-savings","to-credit"],"placeholder":"Choose destination","value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"checking","label":"Everyday Checking"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"savings","label":"High-Yield Savings"},"children":[]}}
+{"op":"add","path":"/elements/to-credit","value":{"type":"SelectItem","props":{"value":"credit","label":"Travel Rewards Credit"},"children":[]}}
+{"op":"add","path":"/elements/amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount","hint":"Transfers scheduled before 8 PM ET post today."},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"Input","props":{"name":"transferAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/reviewing","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/statement-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["statement-header","statement-control","alerts-button"]}}
+{"op":"add","path":"/elements/statement-header","value":{"type":"CardHeader","props":{"title":"Statements & alerts","subtitle":"Choose a period and manage notifications"},"children":[]}}
+{"op":"add","path":"/elements/statement-control","value":{"type":"FormControl","props":{"label":"Statement period","input":"statement-period-select"},"children":[]}}
+{"op":"add","path":"/elements/statement-period-select","value":{"type":"Select","props":{"name":"statementPeriod","items":["period-aug","period-jul","period-jun"],"placeholder":"Select period","value":{"$bindState":"/statementPeriod"}},"children":[]}}
+{"op":"add","path":"/elements/period-aug","value":{"type":"SelectItem","props":{"value":"2026-08","label":"August 2026"},"children":[]}}
+{"op":"add","path":"/elements/period-jul","value":{"type":"SelectItem","props":{"value":"2026-07","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/period-jun","value":{"type":"SelectItem","props":{"value":"2026-06","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"2026-08"}
+{"op":"add","path":"/elements/alerts-button","value":{"type":"DrawerBlock","props":{"triggerLabel":"Manage alert triggers","title":"Alert preferences","description":"Choose the activity you want us to notify you about.","content":["alerts-switch-group"]},"children":[]}}
+{"op":"add","path":"/elements/alerts-switch-group","value":{"type":"SwitchGroup","props":{"name":"alertTriggers","items":["alert-large-purchase","alert-low-balance","alert-card-activity","alert-bill-due"],"variant":"clear","value":{"$bindState":"/alertTriggers"}},"children":[]}}
+{"op":"add","path":"/elements/alert-large-purchase","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchases","description":"Notify me for purchases over $250.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low checking balance","description":"Notify me when checking falls below $500.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-card-activity","value":{"type":"SwitchItem","props":{"name":"cardActivity","label":"Card activity","description":"Notify me every time my credit card is used.","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"name":"billDue","label":"Bill reminders","description":"Notify me three days before a bill is due.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/state/alertTriggers","value":["largePurchase","lowBalance","billDue"]}
+{"op":"add","path":"/elements/settings-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["dispute-status"]}}
+{"op":"add","path":"/elements/dispute-status","value":{"type":"Callout","props":{"variant":"info","title":"Need to dispute a transaction?","description":"Use the Dispute button beside any recent transaction to start a claim."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r2.txt
new file mode 100644
index 000000000..71affdce9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r2.txt
@@ -0,0 +1,104 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["hero","account-section","transactions-section","insights-row","tools-section"]}}
+{"op":"add","path":"/elements/hero","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["welcome-heading","welcome-copy"]}}
+{"op":"add","path":"/elements/welcome-heading","value":{"type":"Heading","props":{"text":"Good morning, Jordan","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/welcome-copy","value":{"type":"TextContent","props":{"text":"Here’s a clear view of your money, upcoming bills, and goals.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/account-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["accounts-heading","account-cards"]}}
+{"op":"add","path":"/elements/accounts-heading","value":{"type":"Heading","props":{"text":"Your accounts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-cards","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["account-card-repeat"]}}
+{"op":"add","path":"/elements/account-card-repeat","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"repeat":{"statePath":"/accounts","key":"id"},"children":["account-name","account-balance","account-detail","account-status"]}}
+{"op":"add","path":"/elements/account-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/account-balance","value":{"type":"TextContent","props":{"text":{"$template":"${balanceLabel}: ${balance}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/account-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/account-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$item":"badgeVariant"}},"children":[]}}
+{"op":"add","path":"/state/accounts","value":[]}
+{"op":"add","path":"/state/accounts/0","value":{"id":"checking","name":"Everyday Checking","balanceLabel":"Available balance","balance":"$4,286.19","detail":"•••• 1842","status":"Active","badgeVariant":"secondary"}}
+{"op":"add","path":"/state/accounts/1","value":{"id":"savings","name":"Vacation Savings","balanceLabel":"Current balance","balance":"$6,750.00","detail":"•••• 7710","status":"Goal account","badgeVariant":"success"}}
+{"op":"add","path":"/state/accounts/2","value":{"id":"credit","name":"Travel Rewards Credit","balanceLabel":"Current balance","balance":"-$1,284.63","detail":"•••• 9021 · $8,715.37 available","status":"Payment due Sep 2","badgeVariant":"warning"}}
+{"op":"add","path":"/elements/transactions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transaction-list"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["transactions-heading","statement-picker-control"]}}
+{"op":"add","path":"/elements/transactions-heading","value":{"type":"Heading","props":{"text":"Recent transactions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/statement-picker-control","value":{"type":"FormControl","props":{"label":"Statement period","input":"statement-period","hint":"Choose the activity period to review."},"children":[]}}
+{"op":"add","path":"/elements/statement-period","value":{"type":"Select","props":{"name":"statementPeriod","items":["period-current","period-august","period-july"],"value":{"$bindState":"/statementPeriod"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/period-current","value":{"type":"SelectItem","props":{"value":"Aug 19 – Sep 18, 2026","label":"Current period"},"children":[]}}
+{"op":"add","path":"/elements/period-august","value":{"type":"SelectItem","props":{"value":"Jul 19 – Aug 18, 2026","label":"August statement"},"children":[]}}
+{"op":"add","path":"/elements/period-july","value":{"type":"SelectItem","props":{"value":"Jun 19 – Jul 18, 2026","label":"July statement"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"Aug 19 – Sep 18, 2026"}
+{"op":"add","path":"/elements/transaction-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["transaction-info","transaction-side"]}}
+{"op":"add","path":"/elements/transaction-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-merchant","transaction-meta"]}}
+{"op":"add","path":"/elements/transaction-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-side","value":{"type":"Card","props":{"variant":"clear","direction":"column","align":"end","gap":"xs"},"children":["transaction-amount","dispute-button"]}}
+{"op":"add","path":"/elements/transaction-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDispute","value":{"$item":"merchant"}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"txn-01","merchant":"Whole Foods Market","amount":"-$86.42","date":"Today","category":"Groceries"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"txn-02","merchant":"Metro Transit","amount":"-$2.75","date":"Today","category":"Transportation"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"txn-03","merchant":"Acme Design Studio","amount":"+$2,450.00","date":"Aug 17","category":"Income"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"txn-04","merchant":"Cedar & Stone","amount":"-$54.18","date":"Aug 16","category":"Dining"}}
+{"op":"add","path":"/state/selectedDispute","value":""}
+{"op":"add","path":"/elements/insights-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["spending-card","bills-card","goal-card","credit-score-card"]}}
+{"op":"add","path":"/elements/spending-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-heading","spending-chart","spending-summary"]}}
+{"op":"add","path":"/elements/spending-heading","value":{"type":"Heading","props":{"text":"Spending this month","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/labels"},"values":{"$state":"/spending/values"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/spending","value":{"labels":["Housing","Groceries","Dining","Transportation","Shopping"],"values":[1420,486,312,168,245]}}
+{"op":"add","path":"/elements/spending-summary","value":{"type":"TextContent","props":{"text":{"$state":"/spending/summary"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/spending/summary","value":"$2,631 spent so far. Housing and groceries account for 72% of monthly spending."}
+{"op":"add","path":"/elements/bills-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-heading","bill-list"]}}
+{"op":"add","path":"/elements/bills-heading","value":{"type":"Heading","props":{"text":"Bills due soon","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bill-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-name","bill-details"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-details","value":{"type":"TextContent","props":{"text":{"$template":"${amount} · Due ${dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-01","name":"Travel Rewards Credit","amount":"$1,284.63","dueDate":"Sep 2"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-02","name":"Electricity","amount":"$118.40","dueDate":"Sep 5"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-03","name":"Mobile plan","amount":"$74.00","dueDate":"Sep 8"}}
+{"op":"add","path":"/elements/goal-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["goal-heading","goal-progress","goal-copy"]}}
+{"op":"add","path":"/elements/goal-heading","value":{"type":"Heading","props":{"text":"Vacation savings goal","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacationGoal/progress"},"label":{"$state":"/vacationGoal/label"}},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"progress":75,"label":"$6,750 of $9,000 saved"}}
+{"op":"add","path":"/elements/goal-copy","value":{"type":"TextContent","props":{"text":{"$state":"/vacationGoal/message"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/vacationGoal/message","value":"You’re $2,250 away from your Costa Rica trip goal."}
+{"op":"add","path":"/elements/credit-score-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["score-heading","score-value","score-badge","score-copy"]}}
+{"op":"add","path":"/elements/score-heading","value":{"type":"Heading","props":{"text":"Credit score","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/score-value","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/value"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"value":"742","rating":"Good","summary":"Updated Aug 15 · Up 8 points since last month"}}
+{"op":"add","path":"/elements/score-badge","value":{"type":"Badge","props":{"text":{"$state":"/creditScore/rating"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/score-copy","value":{"type":"TextContent","props":{"text":{"$state":"/creditScore/summary"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tools-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["tools-heading","tools-row"]}}
+{"op":"add","path":"/elements/tools-heading","value":{"type":"Heading","props":{"text":"Manage your money","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tools-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["transfer-card","credit-controls-card","alerts-card","dispute-callout"]}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-heading","transfer-from-control","transfer-to-control","transfer-amount-control","transfer-button"]}}
+{"op":"add","path":"/elements/transfer-heading","value":{"type":"Heading","props":{"text":"Move money","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"From","input":"transfer-from"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from","value":{"type":"Select","props":{"name":"transferFrom","items":["from-checking","from-savings"],"value":{"$bindState":"/transfer/from"}},"children":[]}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"Everyday Checking","label":"Everyday Checking"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"Vacation Savings","label":"Vacation Savings"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"Everyday Checking","to":"Vacation Savings","amount":""}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to","value":{"type":"Select","props":{"name":"transferTo","items":["to-checking","to-savings"],"value":{"$bindState":"/transfer/to"}},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"Everyday Checking","label":"Everyday Checking"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"Vacation Savings","label":"Vacation Savings"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount","hint":"Transfers between your accounts are available immediately."},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount","value":{"type":"Input","props":{"name":"transferAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-button","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/transfer/reviewReady","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/credit-controls-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["credit-controls-heading","freeze-control","freeze-status"]}}
+{"op":"add","path":"/elements/credit-controls-heading","value":{"type":"Heading","props":{"text":"Credit line controls","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/freeze-control","value":{"type":"SwitchGroup","props":{"name":"creditControls","items":["freeze-credit-line"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/freeze-credit-line","value":{"type":"SwitchItem","props":{"label":"Freeze credit line","description":"Block new purchases while keeping account access.","name":"freezeCredit","defaultChecked":false},"on":{"change":{"action":"setState","params":{"statePath":"/creditFrozen","value":true}}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/freeze-status","value":{"type":"TextContent","props":{"text":{"$cond":{"$state":"/creditFrozen"},"$then":"Your credit line is frozen for new purchases.","$else":"Your credit line is active for new purchases."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-heading","alerts-control","alerts-copy"]}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"Heading","props":{"text":"Alert preferences","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/alerts-control","value":{"type":"SwitchGroup","props":{"name":"alertPreferences","items":["alert-purchases","alert-low-balance","alert-bills"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/alert-purchases","value":{"type":"SwitchItem","props":{"label":"Purchase alerts","description":"Get notified for card purchases.","name":"purchaseAlerts","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"label":"Low balance alerts","description":"Know when checking falls below $500.","name":"lowBalanceAlerts","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bills","value":{"type":"SwitchItem","props":{"label":"Bill reminders","description":"Receive a reminder 3 days before bills are due.","name":"billAlerts","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alerts-copy","value":{"type":"TextContent","props":{"text":"Choose the account activity that should trigger a notification.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dispute-callout","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"m"},"visible":{"$state":"/selectedDispute"},"children":["dispute-heading","dispute-description","dispute-action"]}}
+{"op":"add","path":"/elements/dispute-heading","value":{"type":"Heading","props":{"text":"Dispute a transaction","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/dispute-description","value":{"type":"TextContent","props":{"text":{"$template":"You selected ${/selectedDispute}. Start a dispute if you don’t recognize this charge or there is a problem with it."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dispute-action","value":{"type":"Button","props":{"label":"Start dispute","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/disputeStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/disputeStarted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r3.txt
new file mode 100644
index 000000000..328b929bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r3.txt
@@ -0,0 +1,109 @@
+{"op":"add","path":"/root","value":"banking-home"}
+{"op":"add","path":"/elements/banking-home","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","accounts-section","main-content","banking-actions"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["welcome-copy","alerts-summary"]}}
+{"op":"add","path":"/elements/welcome-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["welcome-heading","welcome-subtitle"]}}
+{"op":"add","path":"/elements/welcome-heading","value":{"type":"Heading","props":{"text":"Good morning, Maya","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/welcome-subtitle","value":{"type":"TextContent","props":{"text":"Here is your financial snapshot for August 2026.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/alerts-summary","value":{"type":"Badge","props":{"text":{"$template":"${/alertsEnabled} alerts enabled"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/alertsEnabled","value":3}
+{"op":"add","path":"/elements/accounts-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["accounts-heading","account-cards"]}}
+{"op":"add","path":"/elements/accounts-heading","value":{"type":"Heading","props":{"text":"Your accounts","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/account-cards","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["checking-card","savings-card","credit-card"]}}
+{"op":"add","path":"/elements/checking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["checking-label","checking-balance","checking-detail"]}}
+{"op":"add","path":"/elements/checking-label","value":{"type":"TextContent","props":{"text":"Everyday Checking •• 4821","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/checking-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/checking/balance}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/checking-detail","value":{"type":"TextContent","props":{"text":{"$template":"Available balance · ${/accounts/checking/status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/accounts","value":{"checking":{"balance":"4,286.19","status":"Updated moments ago"},"savings":{"balance":"12,740.00","status":"4.10% APY"},"credit":{"balance":"1,284.37","limit":"8,000.00","available":"6,715.63"}}}
+{"op":"add","path":"/elements/savings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["savings-label","savings-balance","savings-detail"]}}
+{"op":"add","path":"/elements/savings-label","value":{"type":"TextContent","props":{"text":"High-Yield Savings •• 9114","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/savings-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/savings/balance}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/savings-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/accounts/savings/status} · Available now"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/credit-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["credit-label","credit-balance","credit-detail","freeze-credit-button"]}}
+{"op":"add","path":"/elements/credit-label","value":{"type":"TextContent","props":{"text":"Travel Credit Card •• 7730","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/credit-balance","value":{"type":"Heading","props":{"text":{"$template":"$${/accounts/credit/balance}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/credit-detail","value":{"type":"TextContent","props":{"text":{"$template":"$${/accounts/credit/available} available of $${/accounts/credit/limit}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/freeze-credit-button","value":{"type":"Button","props":{"label":{"$cond":{"$state":"/creditFrozen"},"$then":"Unfreeze credit line","$else":"Freeze credit line"},"variant":"secondary","type":{"$cond":{"$state":"/creditFrozen"},"$then":"normal","$else":"destructive"},"size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/creditFrozen","value":{"$cond":{"$state":"/creditFrozen"},"$then":false,"$else":true}}}},"children":[]}}
+{"op":"add","path":"/state/creditFrozen","value":false}
+{"op":"add","path":"/elements/main-content","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["activity-column","insights-column"]}}
+{"op":"add","path":"/elements/activity-column","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["transactions-panel","bills-panel"]}}
+{"op":"add","path":"/elements/transactions-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transactions-header","transaction-list"]}}
+{"op":"add","path":"/elements/transactions-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["transactions-heading","statement-picker"]}}
+{"op":"add","path":"/elements/transactions-heading","value":{"type":"Heading","props":{"text":"Recent transactions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/statement-picker","value":{"type":"Select","props":{"name":"statementPeriod","placeholder":"Statement period","items":["statement-current","statement-july","statement-june"],"value":{"$bindState":"/statementPeriod"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/statement-current","value":{"type":"SelectItem","props":{"value":"Aug 1–18, 2026","label":"Current statement"},"children":[]}}
+{"op":"add","path":"/elements/statement-july","value":{"type":"SelectItem","props":{"value":"Jul 1–31, 2026","label":"July 2026"},"children":[]}}
+{"op":"add","path":"/elements/statement-june","value":{"type":"SelectItem","props":{"value":"Jun 1–30, 2026","label":"June 2026"},"children":[]}}
+{"op":"add","path":"/state/statementPeriod","value":"Aug 1–18, 2026"}
+{"op":"add","path":"/elements/transaction-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/transactions","key":"id"},"children":["transaction-row"]}}
+{"op":"add","path":"/elements/transaction-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["transaction-info","transaction-amount-block","dispute-transaction-button"]}}
+{"op":"add","path":"/elements/transaction-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["transaction-merchant","transaction-date"]}}
+{"op":"add","path":"/elements/transaction-merchant","value":{"type":"TextContent","props":{"text":{"$item":"merchant"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transaction-date","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${category}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/transaction-amount-block","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/dispute-transaction-button","value":{"type":"Button","props":{"label":"Dispute","variant":"tertiary","size":"extra-small"},"on":{"press":{"action":"setState","params":{"statePath":"/selectedDispute","value":{"$item":"merchant"}}}},"children":[]}}
+{"op":"add","path":"/state/transactions","value":[]}
+{"op":"add","path":"/state/transactions/0","value":{"id":"txn-001","merchant":"Whole Foods Market","amount":"-$86.42","date":"Aug 18","category":"Groceries"}}
+{"op":"add","path":"/state/transactions/1","value":{"id":"txn-002","merchant":"Metro Transit","amount":"-$24.00","date":"Aug 17","category":"Transportation"}}
+{"op":"add","path":"/state/transactions/2","value":{"id":"txn-003","merchant":"Northstar Design Co.","amount":"+$2,450.00","date":"Aug 16","category":"Deposit"}}
+{"op":"add","path":"/state/transactions/3","value":{"id":"txn-004","merchant":"Luna Coffee Roasters","amount":"-$6.75","date":"Aug 15","category":"Dining"}}
+{"op":"add","path":"/state/selectedDispute","value":""}
+{"op":"add","path":"/elements/bills-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["bills-heading","bills-list"]}}
+{"op":"add","path":"/elements/bills-heading","value":{"type":"Heading","props":{"text":"Bills due soon","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/bills-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bills","key":"id"},"children":["bill-row"]}}
+{"op":"add","path":"/elements/bill-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center"},"children":["bill-info","bill-amount"]}}
+{"op":"add","path":"/elements/bill-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["bill-name","bill-due"]}}
+{"op":"add","path":"/elements/bill-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/bill-due","value":{"type":"TextContent","props":{"text":{"$template":"Due ${dueDate}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/bill-amount","value":{"type":"TextContent","props":{"text":{"$item":"amount"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/bills","value":[]}
+{"op":"add","path":"/state/bills/0","value":{"id":"bill-001","name":"Travel Credit Card","dueDate":"Aug 22","amount":"$184.37"}}
+{"op":"add","path":"/state/bills/1","value":{"id":"bill-002","name":"City Electric","dueDate":"Aug 24","amount":"$96.18"}}
+{"op":"add","path":"/state/bills/2","value":{"id":"bill-003","name":"StreamFlix","dueDate":"Aug 28","amount":"$18.99"}}
+{"op":"add","path":"/elements/insights-column","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["spending-panel","goal-panel","credit-score-panel"]}}
+{"op":"add","path":"/elements/spending-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["spending-heading","spending-chart","spending-tags"]}}
+{"op":"add","path":"/elements/spending-heading","value":{"type":"Heading","props":{"text":"This month's spending","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/spending-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/spending/categories"},"values":{"$state":"/spending/amounts"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/spending","value":{"categories":["Housing","Groceries","Dining","Transportation","Shopping"],"amounts":[1450,486,214,168,129]}}
+{"op":"add","path":"/elements/spending-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/spending/summary"}},"children":[]}}
+{"op":"add","path":"/state/spending/summary","value":["Housing $1,450","Groceries $486","Dining $214","Transportation $168","Shopping $129"]}
+{"op":"add","path":"/elements/goal-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["goal-heading","goal-copy","goal-progress"]}}
+{"op":"add","path":"/elements/goal-heading","value":{"type":"Heading","props":{"text":"Vacation savings goal","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/goal-copy","value":{"type":"TextContent","props":{"text":{"$template":"${/vacationGoal/saved} saved of ${/vacationGoal/target} for Japan · ${/vacationGoal/monthsRemaining} months to go"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/goal-progress","value":{"type":"Progress","props":{"value":{"$state":"/vacationGoal/progress"},"label":{"$template":"${/vacationGoal/progress}% complete"}},"children":[]}}
+{"op":"add","path":"/state/vacationGoal","value":{"saved":"$3,240","target":"$5,000","monthsRemaining":4,"progress":65}}
+{"op":"add","path":"/elements/credit-score-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["credit-score-heading","credit-score-value","credit-score-status"]}}
+{"op":"add","path":"/elements/credit-score-heading","value":{"type":"Heading","props":{"text":"Credit score","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-value","value":{"type":"Heading","props":{"text":{"$state":"/creditScore/value"},"level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/credit-score-status","value":{"type":"TextCallout","props":{"variant":"success","title":{"$state":"/creditScore/rating"},"description":{"$template":"Updated ${/creditScore/updated}. Your score increased 8 points this month."}},"children":[]}}
+{"op":"add","path":"/state/creditScore","value":{"value":"782","rating":"Excellent","updated":"Aug 15, 2026"}}
+{"op":"add","path":"/elements/banking-actions","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["transfer-panel","alerts-panel","dispute-panel"]}}
+{"op":"add","path":"/elements/transfer-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-heading","transfer-form"]}}
+{"op":"add","path":"/elements/transfer-heading","value":{"type":"Heading","props":{"text":"Move money","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferForm","fields":["transfer-from-control","transfer-to-control","transfer-amount-control"],"buttons":"transfer-buttons"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-control","value":{"type":"FormControl","props":{"label":"From","input":"transfer-from-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-from-select","value":{"type":"Select","props":{"name":"transferFrom","items":["from-checking","from-savings"],"value":{"$bindState":"/transfer/from"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/from-checking","value":{"type":"SelectItem","props":{"value":"Checking •• 4821","label":"Checking •• 4821"},"children":[]}}
+{"op":"add","path":"/elements/from-savings","value":{"type":"SelectItem","props":{"value":"Savings •• 9114","label":"Savings •• 9114"},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"from":"Checking •• 4821","to":"Savings •• 9114","amount":""}}
+{"op":"add","path":"/elements/transfer-to-control","value":{"type":"FormControl","props":{"label":"To","input":"transfer-to-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-to-select","value":{"type":"Select","props":{"name":"transferTo","items":["to-checking","to-savings"],"value":{"$bindState":"/transfer/to"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/to-checking","value":{"type":"SelectItem","props":{"value":"Checking •• 4821","label":"Checking •• 4821"},"children":[]}}
+{"op":"add","path":"/elements/to-savings","value":{"type":"SelectItem","props":{"value":"Savings •• 9114","label":"Savings •• 9114"},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-control","value":{"type":"FormControl","props":{"label":"Amount","input":"transfer-amount-input","hint":"Transfers are available immediately between your accounts."},"children":[]}}
+{"op":"add","path":"/elements/transfer-amount-input","value":{"type":"Input","props":{"name":"transferAmount","placeholder":"0.00","type":"number","value":{"$bindState":"/transfer/amount"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit","value":{"type":"Button","props":{"label":"Review transfer","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/transferReviewOpen","value":true}}},"children":[]}}
+{"op":"add","path":"/state/transferReviewOpen","value":false}
+{"op":"add","path":"/elements/alerts-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-heading","alerts-description","alerts-switches"]}}
+{"op":"add","path":"/elements/alerts-heading","value":{"type":"Heading","props":{"text":"Alert preferences","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/alerts-description","value":{"type":"TextContent","props":{"text":"Choose which account activity should notify you.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-switches","value":{"type":"SwitchGroup","props":{"name":"alertPreferences","items":["alert-large-purchase","alert-low-balance","alert-bill-due"],"variant":"clear"},"children":[]}}
+{"op":"add","path":"/elements/alert-large-purchase","value":{"type":"SwitchItem","props":{"name":"largePurchase","label":"Large purchases","description":"Notify me when a purchase exceeds $250.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-low-balance","value":{"type":"SwitchItem","props":{"name":"lowBalance","label":"Low checking balance","description":"Notify me when checking drops below $500.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/alert-bill-due","value":{"type":"SwitchItem","props":{"name":"billDue","label":"Bills due soon","description":"Remind me three days before a bill is due.","defaultChecked":true},"children":[]}}
+{"op":"add","path":"/elements/dispute-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["dispute-heading","dispute-description","dispute-selected","dispute-button"]}}
+{"op":"add","path":"/elements/dispute-heading","value":{"type":"Heading","props":{"text":"Need to dispute a charge?","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/dispute-description","value":{"type":"TextContent","props":{"text":"Select Dispute beside a recent transaction, then start your claim here.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dispute-selected","value":{"type":"TextCallout","props":{"variant":"info","title":"Selected transaction","description":{"$cond":{"$state":"/selectedDispute"},"$then":{"$template":"${/selectedDispute} is ready for review."},"$else":"No transaction selected yet."}},"children":[]}}
+{"op":"add","path":"/elements/dispute-button","value":{"type":"Button","props":{"label":"Start dispute","variant":"secondary","size":"medium"},"visible":{"$state":"/selectedDispute"},"on":{"press":{"action":"setState","params":{"statePath":"/disputeStarted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/disputeStarted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r4.txt
new file mode 100644
index 000000000..dfe4216c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-bank__r4.txt
@@ -0,0 +1,97 @@
+{"op":"add","path":"/root","value":"banking-home"}
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+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["welcome-heading","welcome-copy"]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r1.txt
new file mode 100644
index 000000000..ea26afeac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r1.txt
@@ -0,0 +1,100 @@
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new file mode 100644
index 000000000..9b4e2d7b1
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r3.txt
new file mode 100644
index 000000000..c68713bd4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r3.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"studio"}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r4.txt
new file mode 100644
index 000000000..8729e7f09
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-creator__r4.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"studio"}
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+{"op":"add","path":"/state/selectedPlatform","value":"all"}
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+{"op":"add","path":"/state/newPost","value":{"caption":"","platform":"Instagram","scheduledTime":"2026-08-20T18:00"}}
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+{"op":"add","path":"/elements/schedule-youtube","value":{"type":"SelectItem","props":{"value":"YouTube","label":"YouTube"},"children":[]}}
+{"op":"add","path":"/elements/schedule-time-control","value":{"type":"FormControl","props":{"label":"Publish time","hint":"Suggested: Thursday at 6:00 PM","input":"schedule-time-input"},"children":[]}}
+{"op":"add","path":"/elements/schedule-time-input","value":{"type":"Input","props":{"name":"scheduledTime","type":"text","placeholder":"YYYY-MM-DD HH:MM","value":{"$bindState":"/newPost/scheduledTime"}},"children":[]}}
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+{"op":"add","path":"/elements/upcoming-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["upcoming-heading","scheduled-posts-list"]}}
+{"op":"add","path":"/elements/upcoming-heading","value":{"type":"CardHeader","props":{"title":"Scheduled this week","subtitle":"Your upcoming publishing queue"},"children":[]}}
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+{"op":"add","path":"/state/pendingComments","value":[]}
+{"op":"add","path":"/state/pendingComments/0","value":{"id":"comment-1","author":"Maya Chen","platform":"Instagram","comment":"Where did you get that desk lamp? It looks amazing!"}}
+{"op":"add","path":"/state/pendingComments/1","value":{"id":"comment-2","author":"Jordan Blake","platform":"TikTok","comment":"Could you share the editing preset you used here?"}}
+{"op":"add","path":"/state/pendingComments/2","value":{"id":"comment-3","author":"Nora Studio","platform":"YouTube","comment":"This workflow breakdown was exactly what I needed."}}
+{"op":"add","path":"/elements/comment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["comment-author","comment-text","comment-platform"]}}
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+{"op":"add","path":"/elements/comment-platform","value":{"type":"Tag","props":{"text":{"$item":"platform"},"variant":"neutral","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/collabs-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["collabs-heading","collabs-list"]}}
+{"op":"add","path":"/elements/collabs-heading","value":{"type":"CardHeader","props":{"title":"Pending collaboration requests","subtitle":"Review partnership opportunities waiting on you."},"children":[]}}
+{"op":"add","path":"/elements/collabs-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/collaborationRequests","key":"id"},"children":["collab-row"]}}
+{"op":"add","path":"/state/collaborationRequests","value":[]}
+{"op":"add","path":"/state/collaborationRequests/0","value":{"id":"collab-1","brand":"Northstar Coffee","campaign":"Autumn cold brew launch","offer":"$1,200 · Instagram Reel","deadline":"Reply by Aug 21"}}
+{"op":"add","path":"/state/collaborationRequests/1","value":{"id":"collab-2","brand":"Frame & Form","campaign":"Creator workspace collection","offer":"$2,000 · TikTok series","deadline":"Reply by Aug 23"}}
+{"op":"add","path":"/state/collaborationRequests/2","value":{"id":"collab-3","brand":"Luma Labs","campaign":"Smart lighting review","offer":"$1,650 · YouTube integration","deadline":"Reply by Aug 25"}}
+{"op":"add","path":"/elements/collab-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["collab-brand","collab-campaign","collab-offer","collab-deadline"]}}
+{"op":"add","path":"/elements/collab-brand","value":{"type":"TextContent","props":{"text":{"$item":"brand"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/collab-campaign","value":{"type":"TextContent","props":{"text":{"$item":"campaign"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/collab-offer","value":{"type":"Tag","props":{"text":{"$item":"offer"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/collab-deadline","value":{"type":"TextContent","props":{"text":{"$item":"deadline"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/earnings-section","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["earnings-summary-title","earnings-summary-copy"]}}
+{"op":"add","path":"/elements/earnings-summary-title","value":{"type":"Heading","props":{"text":"Monthly earnings snapshot","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/earnings-summary-copy","value":{"type":"TextContent","props":{"text":{"$template":"You've earned ${/metrics/earnings} so far this month. Keep your strongest content scheduled around ${/metrics/bestHour} to build momentum."},"size":"default"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r1.txt
new file mode 100644
index 000000000..b737f539d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r1.txt
@@ -0,0 +1,139 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","overview-row","admissions-section","department-section","operations-row","staff-section","critical-section","discharge-section","supplies-section","actions-row"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["command-title","command-date","date-picker-control"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["command-heading","command-subtitle"]}}
+{"op":"add","path":"/elements/command-heading","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/command-subtitle","value":{"type":"TextContent","props":{"text":"Live operational overview for clinical leadership","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/command-date","value":{"type":"Tag","props":{"text":{"$template":"Today · ${/selectedDate}"},"variant":"info","size":"md"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"August 18, 2026"}
+{"op":"add","path":"/elements/date-picker-control","value":{"type":"DatePicker","props":{"name":"commandDate","mode":"single","value":{"$bindState":"/commandDate"}},"children":[]}}
+{"op":"add","path":"/state/commandDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bed-occupancy-card","er-wait-card","transfer-request-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-occupancy-header","bed-occupancy-progress","bed-occupancy-detail"]}}
+{"op":"add","path":"/elements/bed-occupancy-header","value":{"type":"CardHeader","props":{"title":"Bed occupancy","subtitle":{"$template":"${/bedOccupancy/occupied} of ${/bedOccupancy/total} beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occupancy-progress","value":{"type":"Progress","props":{"value":{"$state":"/bedOccupancy/percent"},"label":{"$template":"${/bedOccupancy/percent}% occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occupancy-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/bedOccupancy/available} beds available · ${/bedOccupancy/cleaning} beds being cleaned"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/bedOccupancy","value":{"occupied":286,"total":320,"available":34,"cleaning":8,"percent":89}}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-wait-header","er-wait-value","er-wait-alert"]}}
+{"op":"add","path":"/elements/er-wait-header","value":{"type":"CardHeader","props":{"title":"Current ER wait","subtitle":"Emergency Department"}},"children":[]}}
+{"op":"add","path":"/elements/er-wait-value","value":{"type":"Heading","props":{"text":{"$template":"${/erWait/minutes} minutes"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-alert","value":{"type":"Alert","props":{"title":"High volume","description":{"$template":"${/erWait.waitingPatients} patients are waiting; ${/erWait.ambulances} ambulances en route."},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/erWait","value":{"minutes":47,"waitingPatients":18,"ambulances":2}}
+{"op":"add","path":"/elements/transfer-request-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transfer-request-header","transfer-request-dialog"]}}
+{"op":"add","path":"/elements/transfer-request-header","value":{"type":"CardHeader","props":{"title":"Patient transfer","subtitle":"Coordinate an internal or external transfer"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-request-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Request transfer","title":"Request patient transfer","description":"Submit transfer details to the patient flow team.","triggerVariant":"default","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferRequest","buttons":"transfer-buttons","fields":["transfer-patient-field","transfer-destination-field","transfer-reason-field"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-field","value":{"type":"FormControl","props":{"label":"Patient identifier","input":"transfer-patient-input","hint":"Use MRN or encounter number"},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g., MRN 0048217","value":{"$bindState":"/transfer/patient"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patient":"","destination":"","reason":""}}
+{"op":"add","path":"/elements/transfer-destination-field","value":{"type":"FormControl","props":{"label":"Destination","input":"transfer-destination-input"},"children":[]}}
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+{"op":"add","path":"/elements/transfer-reason-field","value":{"type":"FormControl","props":{"label":"Clinical reason","input":"transfer-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-input","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Brief reason and level of care required","rows":3,"value":{"$bindState":"/transfer/reason"}},"children":[]}}
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+{"op":"add","path":"/elements/transfer-submit-button","value":{"type":"Button","props":{"label":"Send request","variant":"primary","size":"medium"},"children":[]}}
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+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions — past two weeks","subtitle":"Daily inpatient admissions"}},"children":[]}}
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+{"op":"add","path":"/state/orBookings","value":[]}
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+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"Critical patients","subtitle":"Escalated clinical watch list"}},"children":[]}}
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+{"op":"add","path":"/elements/critical-patient-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["critical-patient-name","critical-patient-detail"]}}
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+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"crit-1","patient":"MRN 0048217","location":"ICU Bed 12","condition":"Septic shock; vasopressor support","attending":"Dr. Ruiz","priority":"Immediate review"}}
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+{"op":"add","path":"/elements/discharge-name","value":{"type":"TextContent","props":{"text":{"$template":"${patient} · ${unit}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/discharge-detail","value":{"type":"TextContent","props":{"text":{"$template":"${disposition} · Transport: ${transport}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/discharge-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/dischargePatients","value":[]}
+{"op":"add","path":"/state/dischargePatients/0","value":{"id":"dc-1","patient":"MRN 0082104","unit":"Med-Surg 4A","disposition":"Home with follow-up","transport":"Family pickup 10:30","status":"Documents complete"}}
+{"op":"add","path":"/state/dischargePatients/1","value":{"id":"dc-2","patient":"MRN 0039076","unit":"Cardiology 3C","disposition":"Skilled nursing facility","transport":"Ambulance 12:00","status":"Placement confirmed"}}
+{"op":"add","path":"/state/dischargePatients/2","value":{"id":"dc-3","patient":"MRN 0075561","unit":"Pediatrics 2B","disposition":"Home with services","transport":"Parent pickup 14:00","status":"Medication review"}}
+{"op":"add","path":"/elements/supplies-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-header","supplies-alert","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Inventory below reorder threshold"}},"children":[]}}
+{"op":"add","path":"/elements/supplies-alert","value":{"type":"Callout","props":{"variant":"warning","title":"Replenishment required","description":"Coordinate with materials management before the next delivery cycle."},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-row"]}}
+{"op":"add","path":"/elements/supply-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["supply-info","supply-level"]}}
+{"op":"add","path":"/elements/supply-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["supply-name","supply-location"]}}
+{"op":"add","path":"/elements/supply-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/supply-location","value":{"type":"TextContent","props":{"text":{"$template":"${location} · Reorder point: ${reorderPoint}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/supply-level","value":{"type":"Tag","props":{"text":{"$template":"${onHand} on hand"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"sup-1","name":"N95 respirators","location":"Central Supply","onHand":180,"reorderPoint":300}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"sup-2","name":"IV pump tubing sets","location":"ICU supply room","onHand":24,"reorderPoint":50}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"sup-3","name":"O negative blood units","location":"Blood bank","onHand":7,"reorderPoint":12}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"sup-4","name":"Sterile surgical gowns","location":"OR core","onHand":36,"reorderPoint":75}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["incident-card","day-navigation-card"]}}
+{"op":"add","path":"/elements/incident-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["incident-header","incident-dialog"]}}
+{"op":"add","path":"/elements/incident-header","value":{"type":"CardHeader","props":{"title":"Safety & incident reporting","subtitle":"Document a clinical, safety, or operational event"}},"children":[]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an incident","title":"File an incident report","description":"Provide concise details for immediate review by the safety team.","triggerVariant":"destructive","content":["incident-form"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentReport","buttons":"incident-buttons","fields":["incident-type-field","incident-location-field","incident-description-field"]},"children":[]}}
+{"op":"add","path":"/elements/incident-type-field","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","items":["incident-type-safety","incident-type-clinical","incident-type-equipment","incident-type-security"],"placeholder":"Select incident type","value":{"$bindState":"/incident/type"}},"children":[]}}
+{"op":"add","path":"/elements/incident-type-safety","value":{"type":"SelectItem","props":{"value":"Safety event","label":"Safety event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-clinical","value":{"type":"SelectItem","props":{"value":"Clinical event","label":"Clinical event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-equipment","value":{"type":"SelectItem","props":{"value":"Equipment issue","label":"Equipment issue"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-security","value":{"type":"SelectItem","props":{"value":"Security concern","label":"Security concern"},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/elements/incident-location-field","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"Unit, room, or department","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-description-field","value":{"type":"FormControl","props":{"label":"Description","input":"incident-description-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-description-input","value":{"type":"TextArea","props":{"name":"incidentDescription","placeholder":"Describe what happened and any immediate actions taken","rows":4,"value":{"$bindState":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-submit-button","value":{"type":"Button","props":{"label":"Submit incident report","variant":"primary","type":"destructive","size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/day-navigation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["day-navigation-header","day-navigation-text","day-navigation-picker"]}}
+{"op":"add","path":"/elements/day-navigation-header","value":{"type":"CardHeader","props":{"title":"Review another day","subtitle":"Select a date to view historical command data"}},"children":[]}}
+{"op":"add","path":"/elements/day-navigation-text","value":{"type":"TextContent","props":{"text":"Use the calendar to switch the operational view to another date.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/day-navigation-picker","value":{"type":"CalendarBlock","props":{"mode":"single","defaultMonth":"2026-08-01","numberOfMonths":1,"captionLayout":"dropdown"},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r2.txt
new file mode 100644
index 000000000..4bf4a29f9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r2.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","overview-row","admissions-section","operations-row","staff-section","critical-section","discharge-section","supplies-section","actions-row"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["command-title","day-picker"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational overview • ${/selectedDate}"}, "size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":"Monday, August 18, 2026"}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"commandDate","mode":"single","value":{"$bindState":"/commandDate"}},"children":[]}}
+{"op":"add","path":"/state/commandDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bed-occupancy","er-wait","admissions-summary","department-volume"]}}
+{"op":"add","path":"/elements/bed-occupancy","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-header","bed-progress","bed-detail"]}}
+{"op":"add","path":"/elements/bed-header","value":{"type":"CardHeader","props":{"title":"Bed occupancy","subtitle":{"$template":"${/occupancy/occupied} of ${/occupancy/total} beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-progress","value":{"type":"Progress","props":{"value":{"$state":"/occupancy/percent"},"label":{"$template":"${/occupancy/percent}% occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-detail","value":{"type":"TextContent","props":{"text":{"$template":"Available: ${/occupancy/available} beds • ICU: ${/occupancy/icuAvailable} available"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/occupancy","value":{"occupied":284,"total":320,"percent":89,"available":36,"icuAvailable":2}}
+{"op":"add","path":"/elements/er-wait","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-header","er-wait-value","er-status"]}}
+{"op":"add","path":"/elements/er-header","value":{"type":"CardHeader","props":{"title":"Current ER wait","subtitle":"All acuity levels"}},"children":[]}}
+{"op":"add","path":"/elements/er-wait-value","value":{"type":"Heading","props":{"text":{"$template":"${/erWait/minutes} minutes"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/er-status","value":{"type":"Badge","props":{"text":{"$state":"/erWait/status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/erWait","value":{"minutes":47,"status":"Above target"}}
+{"op":"add","path":"/elements/admissions-summary","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["admissions-header","admissions-value","admissions-note"]}}
+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions today","subtitle":"Since midnight"}},"children":[]}}
+{"op":"add","path":"/elements/admissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/todayAdmissions}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/admissions-note","value":{"type":"TextContent","props":{"text":"12 pending bed assignment","size":"small"},"children":[]}}
+{"op":"add","path":"/state/todayAdmissions","value":38}
+{"op":"add","path":"/elements/department-volume","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["department-header","department-note","department-chart"]}}
+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Patients by department","subtitle":"Current census"}},"children":[]}}
+{"op":"add","path":"/elements/department-note","value":{"type":"TextContent","props":{"text":"Highest volume: Emergency Department","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/department-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Emergency","Medical-Surgical","Cardiology","ICU","Pediatrics","Oncology"],"series":["department-series"],"xLabel":"Patients","yLabel":"Department"},"children":[]}}
+{"op":"add","path":"/elements/department-series","value":{"type":"Series","props":{"category":"Patients","values":[42,86,37,18,29,24]},"children":[]}}
+{"op":"add","path":"/elements/admissions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-header-two","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-header-two","value":{"type":"CardHeader","props":{"title":"Admissions over the past two weeks","subtitle":"Daily inpatient admissions"}},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[31,28,35,27,24,22,30,33,37,34,29,25,32,38]},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["or-bookings-card","transfer-card"]}}
+{"op":"add","path":"/elements/or-bookings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-header","or-bookings-list"]}}
+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"Today's operating room bookings","subtitle":"6 scheduled procedures"}},"children":[]}}
+{"op":"add","path":"/elements/or-bookings-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-booking-item"]}}
+{"op":"add","path":"/elements/or-booking-item","value":{"type":"ListItem","props":{"title":{"$template":"${time} • OR ${room} — ${procedure}"},"subtitle":{"$template":"${surgeon} • ${status}"},"actionLabel":"View"},"children":[]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"or-1","time":"07:30","room":"1","procedure":"CABG","surgeon":"Dr. Maya Chen","status":"In progress"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"or-2","time":"09:00","room":"3","procedure":"Total hip arthroplasty","surgeon":"Dr. Daniel Ortiz","status":"Preparing"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"or-3","time":"10:15","room":"5","procedure":"Laparoscopic cholecystectomy","surgeon":"Dr. Priya Shah","status":"Confirmed"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"or-4","time":"13:30","room":"2","procedure":"Craniotomy","surgeon":"Dr. James Okafor","status":"Confirmed"}}
+{"op":"add","path":"/elements/transfer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["transfer-header","transfer-description","transfer-button"]}}
+{"op":"add","path":"/elements/transfer-header","value":{"type":"CardHeader","props":{"title":"Patient transfer","subtitle":"Coordinate an inter-facility or internal transfer"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-description","value":{"type":"TextContent","props":{"text":"Submit a transfer request with destination, level of care, and transport requirements."},"children":[]}}
+{"op":"add","path":"/elements/transfer-button","value":{"type":"DialogBlock","props":{"triggerLabel":"Request patient transfer","title":"Request patient transfer","description":"Enter transfer details and route the request to the patient flow team.","content":["transfer-form"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferRequest","buttons":"transfer-form-buttons","fields":["transfer-patient-field","transfer-destination-field","transfer-level-field","transfer-notes-field"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-field","value":{"type":"FormControl","props":{"label":"Patient identifier","input":"transfer-patient-input","hint":"Use MRN or encounter number."},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"patientIdentifier","placeholder":"e.g., MRN 1048291","value":{"$bindState":"/transfer/patientIdentifier"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patientIdentifier":"","destination":"","levelOfCare":"","notes":""}}
+{"op":"add","path":"/elements/transfer-destination-field","value":{"type":"FormControl","props":{"label":"Destination","input":"transfer-destination-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-destination-input","value":{"type":"Input","props":{"name":"transferDestination","placeholder":"Unit or receiving facility","value":{"$bindState":"/transfer/destination"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-level-field","value":{"type":"FormControl","props":{"label":"Level of care","input":"transfer-level-select"},"children":[]}}
+{"op":"add","path":"/elements/transfer-level-select","value":{"type":"Select","props":{"name":"transferLevel","items":["transfer-level-icu","transfer-level-telemetry","transfer-level-medical"],"placeholder":"Select level of care","value":{"$bindState":"/transfer/levelOfCare"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-level-icu","value":{"type":"SelectItem","props":{"value":"ICU","label":"ICU"},"children":[]}}
+{"op":"add","path":"/elements/transfer-level-telemetry","value":{"type":"SelectItem","props":{"value":"Telemetry","label":"Telemetry"},"children":[]}}
+{"op":"add","path":"/elements/transfer-level-medical","value":{"type":"SelectItem","props":{"value":"Medical-Surgical","label":"Medical-Surgical"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-field","value":{"type":"FormControl","props":{"label":"Clinical notes","input":"transfer-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-notes-input","value":{"type":"TextArea","props":{"name":"transferNotes","placeholder":"Reason for transfer, acuity, transport needs","rows":3,"value":{"$bindState":"/transfer/notes"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-form-buttons","value":{"type":"Buttons","props":{"buttons":["transfer-submit-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/transfer-submit-button","value":{"type":"Button","props":{"label":"Submit transfer request","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Day shift • 07:00–19:00"}},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staffOnShift","key":"id"},"children":["staff-item"]}}
+{"op":"add","path":"/elements/staff-item","value":{"type":"ListItem","props":{"title":{"$template":"${name} — ${role}"},"subtitle":{"$template":"${department} • ${shift}"},"actionLabel":"Contact"},"children":[]}}
+{"op":"add","path":"/state/staffOnShift","value":[]}
+{"op":"add","path":"/state/staffOnShift/0","value":{"id":"staff-1","name":"Elena Ruiz, RN","role":"Charge Nurse","department":"Emergency Department","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/1","value":{"id":"staff-2","name":"Marcus Bell, MD","role":"Hospitalist","department":"Medical-Surgical","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/2","value":{"id":"staff-3","name":"Aisha Patel, RRT","role":"Respiratory Therapist","department":"Critical Care","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/3","value":{"id":"staff-4","name":"Noah Kim, PharmD","role":"Clinical Pharmacist","department":"Pharmacy","shift":"08:00–16:30"}}
+{"op":"add","path":"/state/staffOnShift/4","value":{"id":"staff-5","name":"Grace Morgan, RN","role":"OR Coordinator","department":"Surgical Services","shift":"07:00–15:30"}}
+{"op":"add","path":"/elements/critical-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["critical-header","critical-alert","critical-list"]}}
+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"Critical patients","subtitle":"Immediate clinical attention required"}},"children":[]}}
+{"op":"add","path":"/elements/critical-alert","value":{"type":"Alert","props":{"title":"3 critical care alerts active","description":"Review escalation status and assigned response teams.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-patient-item"]}}
+{"op":"add","path":"/elements/critical-patient-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["critical-patient-info","critical-patient-tag"]}}
+{"op":"add","path":"/elements/critical-patient-info","value":{"type":"TextContent","props":{"text":{"$template":"${patient} • ${location}\n${reason} • Escalated ${escalated}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/critical-patient-tag","value":{"type":"Tag","props":{"text":{"$item":"acuity"},"variant":"danger","size":"md"},"children":[]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"critical-1","patient":"MRN 1048291","location":"ICU Bed 12","reason":"Refractory hypotension","escalated":"08:42","acuity":"Code response"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"critical-2","patient":"MRN 2094738","location":"ED Resuscitation 2","reason":"Acute respiratory failure","escalated":"09:06","acuity":"High acuity"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"critical-3","patient":"MRN 3881204","location":"Cardiology 4B","reason":"Sustained ventricular tachycardia","escalated":"09:18","acuity":"Rapid response"}}
+{"op":"add","path":"/elements/discharge-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["discharge-header","discharge-list"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Patients ready for discharge","subtitle":"Awaiting final orders, transport, or pharmacy"}},"children":[]}}
+{"op":"add","path":"/elements/discharge-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/readyForDischarge","key":"id"},"children":["discharge-item"]}}
+{"op":"add","path":"/elements/discharge-item","value":{"type":"ListItem","props":{"title":{"$template":"${patient} • ${unit}"},"subtitle":{"$template":"${disposition} • Ready since ${readySince}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/state/readyForDischarge","value":[]}
+{"op":"add","path":"/state/readyForDischarge/0","value":{"id":"discharge-1","patient":"MRN 5102847","unit":"Medical-Surgical 6A","disposition":"Home with home health","readySince":"07:20"}}
+{"op":"add","path":"/state/readyForDischarge/1","value":{"id":"discharge-2","patient":"MRN 6271940","unit":"Orthopedics 5C","disposition":"Skilled nursing facility","readySince":"08:05"}}
+{"op":"add","path":"/state/readyForDischarge/2","value":{"id":"discharge-3","patient":"MRN 7140382","unit":"Cardiology 4A","disposition":"Home","readySince":"08:40"}}
+{"op":"add","path":"/state/readyForDischarge/3","value":{"id":"discharge-4","patient":"MRN 8902651","unit":"Pediatrics 3B","disposition":"Home","readySince":"09:10"}}
+{"op":"add","path":"/elements/supplies-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-header","supplies-callout","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Reorder before next shift"}},"children":[]}}
+{"op":"add","path":"/elements/supplies-callout","value":{"type":"Callout","props":{"variant":"warning","title":"4 supply items below par level","description":"Prioritize ICU and Emergency Department replenishment."},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-item"]}}
+{"op":"add","path":"/elements/supply-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["supply-info","supply-status"]}}
+{"op":"add","path":"/elements/supply-info","value":{"type":"TextContent","props":{"text":{"$template":"${item} • ${location}\n${remaining} remaining (par: ${par})"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/supply-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"supply-1","item":"Norepinephrine 4 mg/250 mL","location":"ICU medication room","remaining":6,"par":20,"status":"Critical"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"supply-2","item":"O negative blood units","location":"Blood bank","remaining":4,"par":12,"status":"Critical"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"supply-3","item":"Adult ventilator circuits","location":"Central supply","remaining":9,"par":25,"status":"Low"}}
+{"op":"add","path":"/state/lowSupplies/3","value":{"id":"supply-4","item":"IV extension sets","location":"Emergency Department","remaining":18,"par":60,"status":"Low"}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["incident-dialog","refresh-button"]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an incident","title":"File an incident report","description":"Document a safety, clinical, or operational incident for review.","content":["incident-form"],"triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentReport","buttons":"incident-form-buttons","fields":["incident-type-field","incident-location-field","incident-description-field"]},"children":[]}}
+{"op":"add","path":"/elements/incident-type-field","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","items":["incident-type-safety","incident-type-clinical","incident-type-equipment","incident-type-security"],"placeholder":"Select incident type","value":{"$bindState":"/incident/type"}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/elements/incident-type-safety","value":{"type":"SelectItem","props":{"value":"Safety event","label":"Safety event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-clinical","value":{"type":"SelectItem","props":{"value":"Clinical event","label":"Clinical event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-equipment","value":{"type":"SelectItem","props":{"value":"Equipment issue","label":"Equipment issue"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-security","value":{"type":"SelectItem","props":{"value":"Security concern","label":"Security concern"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-field","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"Unit, room, or department","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-description-field","value":{"type":"FormControl","props":{"label":"Description","input":"incident-description-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-description-input","value":{"type":"TextArea","props":{"name":"incidentDescription","placeholder":"Describe what occurred and any immediate actions taken","rows":4,"value":{"$bindState":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-form-buttons","value":{"type":"Buttons","props":{"buttons":["incident-submit-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/incident-submit-button","value":{"type":"Button","props":{"label":"Submit incident report","variant":"primary"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidentSubmitted","value":false}
+{"op":"add","path":"/elements/refresh-button","value":{"type":"Button","props":{"label":"Refresh operational data","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/lastRefreshed","value":"Just now"}}},"children":[]}}
+{"op":"add","path":"/state/lastRefreshed","value":"09:22"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r3.txt
new file mode 100644
index 000000000..45a969410
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r3.txt
@@ -0,0 +1,107 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","command-alerts","overview-row","admissions-section","operations-row","staff-section","incident-actions"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","header-controls"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["command-title","command-subtitle","command-date"]}}
+{"op":"add","path":"/elements/command-title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/command-subtitle","value":{"type":"TextContent","props":{"text":"Live operational view for patient flow, staffing, capacity, and safety.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/command-date","value":{"type":"Badge","props":{"text":{"$template":"Viewing: ${/selectedDay}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/selectedDay","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/header-controls","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center","wrap":true},"children":["day-picker-control","transfer-request"]}}
+{"op":"add","path":"/elements/day-picker-control","value":{"type":"FormControl","props":{"label":"View another day","input":"day-picker","hint":"Select a date for planned operations and staffing."},"children":[]}}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"commandDate","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/transfer-request","value":{"type":"DrawerBlock","props":{"triggerLabel":"Request patient transfer","title":"Patient transfer request","description":"Coordinate an internal or external transfer with the bed management team.","content":["transfer-form"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-form","value":{"type":"Form","props":{"name":"transferRequest","buttons":"transfer-buttons","fields":["transfer-patient-field","transfer-destination-field","transfer-reason-field"]},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-field","value":{"type":"FormControl","props":{"label":"Patient identifier","input":"transfer-patient-input","hint":"Use the medical record number or encounter ID."},"children":[]}}
+{"op":"add","path":"/elements/transfer-patient-input","value":{"type":"Input","props":{"name":"transferPatient","placeholder":"e.g., MRN 00482917","value":{"$bindState":"/transfer/patient"}},"children":[]}}
+{"op":"add","path":"/state/transfer","value":{"patient":"","destination":"","reason":""}}
+{"op":"add","path":"/elements/transfer-destination-field","value":{"type":"FormControl","props":{"label":"Destination","input":"transfer-destination-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-destination-input","value":{"type":"Input","props":{"name":"transferDestination","placeholder":"Receiving unit or facility","value":{"$bindState":"/transfer/destination"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-field","value":{"type":"FormControl","props":{"label":"Transfer reason","input":"transfer-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/transfer-reason-input","value":{"type":"TextArea","props":{"name":"transferReason","placeholder":"Clinical reason and urgency","rows":3,"value":{"$bindState":"/transfer/reason"}},"children":[]}}
+{"op":"add","path":"/elements/transfer-buttons","value":{"type":"Buttons","props":{"buttons":["submit-transfer-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-transfer-button","value":{"type":"Button","props":{"label":"Submit transfer request","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/transferSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/transferSubmitted","value":false}
+{"op":"add","path":"/elements/command-alerts","value":{"type":"Callout","props":{"variant":"warning","title":"Capacity watch","description":{"$template":"ED boarding is elevated: ${/metrics/boardingPatients} admitted patients are awaiting inpatient beds."}},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"boardingPatients":11,"occupiedBeds":286,"totalBeds":320,"occupancyRate":89,"erWaitMinutes":47,"erPatientsWaiting":29}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["bed-occupancy-card","er-wait-card","critical-patients-card","discharge-ready-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-occupancy-header","bed-occupancy-progress","bed-occupancy-detail"]}}
+{"op":"add","path":"/elements/bed-occupancy-header","value":{"type":"CardHeader","props":{"title":"Bed occupancy","subtitle":{"$template":"${/metrics/occupiedBeds} of ${/metrics/totalBeds} staffed beds occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occupancy-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/occupancyRate"},"label":{"$template":"${/metrics/occupancyRate}% occupied"}},"children":[]}}
+{"op":"add","path":"/elements/bed-occupancy-detail","value":{"type":"TextContent","props":{"text":"34 beds currently available across inpatient units.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-wait-header","er-wait-value","er-wait-detail"]}}
+{"op":"add","path":"/elements/er-wait-header","value":{"type":"CardHeader","props":{"title":"Current ER wait","subtitle":"Median door-to-provider time"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/erWaitMinutes} minutes"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/erPatientsWaiting} patients waiting • 11 awaiting inpatient placement"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/critical-patients-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-header","critical-list"]}}
+{"op":"add","path":"/elements/critical-header","value":{"type":"CardHeader","props":{"title":"Critical patients","subtitle":"Immediate clinical attention required"},"children":[]}}
+{"op":"add","path":"/elements/critical-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/criticalPatients","key":"id"},"children":["critical-patient-row"]}}
+{"op":"add","path":"/state/criticalPatients","value":[]}
+{"op":"add","path":"/state/criticalPatients/0","value":{"id":"cp-01","name":"J. Moreno","unit":"ICU 2 • Bed 14","status":"Septic shock escalation"}}
+{"op":"add","path":"/state/criticalPatients/1","value":{"id":"cp-02","name":"R. Patel","unit":"ED Resus • Bay 3","status":"STEMI team activated"}}
+{"op":"add","path":"/state/criticalPatients/2","value":{"id":"cp-03","name":"L. Chen","unit":"NICU • Pod B","status":"Ventilator support review"}}
+{"op":"add","path":"/elements/critical-patient-row","value":{"type":"TextCallout","props":{"variant":"danger","title":{"$template":"${name} — ${unit}"},"description":{"$item":"status"}},"children":[]}}
+{"op":"add","path":"/elements/discharge-ready-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["discharge-header","discharge-count","discharge-detail"]}}
+{"op":"add","path":"/elements/discharge-header","value":{"type":"CardHeader","props":{"title":"Ready for discharge","subtitle":"Pending final discharge workflow"},"children":[]}}
+{"op":"add","path":"/elements/discharge-count","value":{"type":"Heading","props":{"text":{"$template":"${/dischargeSummary/count} patients"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/dischargeSummary","value":{"count":18,"beforeNoon":12}}
+{"op":"add","path":"/elements/discharge-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/dischargeSummary/beforeNoon} expected to leave before noon. Prioritize transport and medication reconciliation."},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/admissions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["admissions-header","admissions-chart"]}}
+{"op":"add","path":"/elements/admissions-header","value":{"type":"CardHeader","props":{"title":"Admissions over the past two weeks","subtitle":"Daily inpatient admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-chart","value":{"type":"AreaChart","props":{"labels":["Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17","Aug 18"],"series":["admissions-series"],"variant":"natural","xLabel":"Date","yLabel":"Admissions"},"children":[]}}
+{"op":"add","path":"/elements/admissions-series","value":{"type":"Series","props":{"category":"Admissions","values":[74,81,77,69,65,62,79,84,88,91,76,68,82,87]},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["department-volume-card","or-bookings-card","supplies-card"]}}
+{"op":"add","path":"/elements/department-volume-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["department-header","department-chart"]}}
+{"op":"add","path":"/elements/department-header","value":{"type":"CardHeader","props":{"title":"Patients per department","subtitle":"Current census by service"},"children":[]}}
+{"op":"add","path":"/elements/department-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Medical-Surgical","Emergency","ICU","Cardiology","Orthopedics","Pediatrics"],"series":["department-series"],"variant":"grouped","xLabel":"Patients","yLabel":"Department"},"children":[]}}
+{"op":"add","path":"/elements/department-series","value":{"type":"Series","props":{"category":"Current patients","values":[96,58,31,28,24,19]},"children":[]}}
+{"op":"add","path":"/elements/or-bookings-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["or-header","or-bookings-list"]}}
+{"op":"add","path":"/elements/or-header","value":{"type":"CardHeader","props":{"title":"Today's operating room bookings","subtitle":"8 rooms scheduled • 2 turnovers in progress"},"children":[]}}
+{"op":"add","path":"/elements/or-bookings-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/orBookings","key":"id"},"children":["or-booking-row"]}}
+{"op":"add","path":"/state/orBookings","value":[]}
+{"op":"add","path":"/state/orBookings/0","value":{"id":"or-01","time":"08:00","room":"OR 1","procedure":"CABG","surgeon":"Dr. Alvarez"}}
+{"op":"add","path":"/state/orBookings/1","value":{"id":"or-02","time":"09:30","room":"OR 3","procedure":"Total hip arthroplasty","surgeon":"Dr. Brooks"}}
+{"op":"add","path":"/state/orBookings/2","value":{"id":"or-03","time":"11:00","room":"OR 5","procedure":"Laparoscopic cholecystectomy","surgeon":"Dr. Singh"}}
+{"op":"add","path":"/state/orBookings/3","value":{"id":"or-04","time":"13:30","room":"OR 2","procedure":"Craniotomy","surgeon":"Dr. Kim"}}
+{"op":"add","path":"/elements/or-booking-row","value":{"type":"ListItem","props":{"title":{"$template":"${time} • ${room} — ${procedure}"},"subtitle":{"$template":"${surgeon}"},"actionLabel":"View case"},"children":[]}}
+{"op":"add","path":"/elements/supplies-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["supplies-header","supplies-list"]}}
+{"op":"add","path":"/elements/supplies-header","value":{"type":"CardHeader","props":{"title":"Supplies running low","subtitle":"Reorder before the next delivery window"},"children":[]}}
+{"op":"add","path":"/elements/supplies-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/lowSupplies","key":"id"},"children":["supply-row"]}}
+{"op":"add","path":"/state/lowSupplies","value":[]}
+{"op":"add","path":"/state/lowSupplies/0","value":{"id":"s-01","item":"O negative blood units","detail":"6 units remaining • minimum 10","severity":"Critical"}}
+{"op":"add","path":"/state/lowSupplies/1","value":{"id":"s-02","item":"N95 respirators","detail":"124 remaining • minimum 200","severity":"Low"}}
+{"op":"add","path":"/state/lowSupplies/2","value":{"id":"s-03","item":"Piperacillin/tazobactam 4.5 g","detail":"18 doses remaining • minimum 30","severity":"Low"}}
+{"op":"add","path":"/elements/supply-row","value":{"type":"TextCallout","props":{"variant":"warning","title":{"$template":"${item} — ${severity}"},"description":{"$item":"detail"}},"children":[]}}
+{"op":"add","path":"/elements/staff-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staff-header","staff-list"]}}
+{"op":"add","path":"/elements/staff-header","value":{"type":"CardHeader","props":{"title":"Staff on shift","subtitle":"Current clinical and operational coverage"},"children":[]}}
+{"op":"add","path":"/elements/staff-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/staffOnShift","key":"id"},"children":["staff-row"]}}
+{"op":"add","path":"/state/staffOnShift","value":[]}
+{"op":"add","path":"/state/staffOnShift/0","value":{"id":"staff-01","initials":"AM","name":"Alicia Morgan","role":"Charge Nurse","unit":"Emergency Department","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/1","value":{"id":"staff-02","initials":"DR","name":"Daniel Ruiz, MD","role":"Hospitalist","unit":"Medical-Surgical","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/2","value":{"id":"staff-03","initials":"SK","name":"Sana Kapoor, RN","role":"ICU Nurse","unit":"Intensive Care Unit","shift":"07:00–19:00"}}
+{"op":"add","path":"/state/staffOnShift/3","value":{"id":"staff-04","initials":"JT","name":"Jordan Taylor","role":"Patient Flow Coordinator","unit":"Bed Management","shift":"08:00–20:00"}}
+{"op":"add","path":"/elements/staff-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["staff-identity","staff-shift"]}}
+{"op":"add","path":"/elements/staff-identity","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["staff-avatar","staff-details"]}}
+{"op":"add","path":"/elements/staff-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/staff-details","value":{"type":"TextContent","props":{"text":{"$template":"**${name}** — ${role}\n${unit}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/staff-shift","value":{"type":"Badge","props":{"text":{"$item":"shift"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/incident-actions","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["incident-copy","incident-dialog"]}}
+{"op":"add","path":"/elements/incident-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-description"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"Heading","props":{"text":"Safety and incident reporting","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/incident-description","value":{"type":"TextContent","props":{"text":"Report a safety event, near miss, or operational concern for review.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"File an incident","title":"File an incident report","description":"Provide a concise account of the event. Submit urgent clinical events through the appropriate escalation pathway.","triggerVariant":"destructive","content":["incident-form"]},"children":[]}}
+{"op":"add","path":"/elements/incident-form","value":{"type":"Form","props":{"name":"incidentReport","buttons":"incident-buttons","fields":["incident-type-field","incident-location-field","incident-description-field"]},"children":[]}}
+{"op":"add","path":"/elements/incident-type-field","value":{"type":"FormControl","props":{"label":"Incident type","input":"incident-type-select"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-select","value":{"type":"Select","props":{"name":"incidentType","items":["incident-type-safety","incident-type-medication","incident-type-equipment","incident-type-near-miss"],"placeholder":"Select incident type","value":{"$bindState":"/incident/type"}},"children":[]}}
+{"op":"add","path":"/state/incident","value":{"type":"","location":"","description":""}}
+{"op":"add","path":"/elements/incident-type-safety","value":{"type":"SelectItem","props":{"value":"patient-safety","label":"Patient safety event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-medication","value":{"type":"SelectItem","props":{"value":"medication","label":"Medication event"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-equipment","value":{"type":"SelectItem","props":{"value":"equipment","label":"Equipment or facility issue"},"children":[]}}
+{"op":"add","path":"/elements/incident-type-near-miss","value":{"type":"SelectItem","props":{"value":"near-miss","label":"Near miss"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-field","value":{"type":"FormControl","props":{"label":"Location","input":"incident-location-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-location-input","value":{"type":"Input","props":{"name":"incidentLocation","placeholder":"Unit, room, or department","value":{"$bindState":"/incident/location"}},"children":[]}}
+{"op":"add","path":"/elements/incident-description-field","value":{"type":"FormControl","props":{"label":"What happened?","input":"incident-description-input"},"children":[]}}
+{"op":"add","path":"/elements/incident-description-input","value":{"type":"TextArea","props":{"name":"incidentDescription","placeholder":"Include relevant facts, timing, and immediate actions taken.","rows":4,"value":{"$bindState":"/incident/description"}},"children":[]}}
+{"op":"add","path":"/elements/incident-buttons","value":{"type":"Buttons","props":{"buttons":["submit-incident-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-incident-button","value":{"type":"Button","props":{"label":"Submit incident report","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/incidentSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/incidentSubmitted","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r4.txt
new file mode 100644
index 000000000..16d08894c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-hospital__r4.txt
@@ -0,0 +1,115 @@
+{"op":"add","path":"/root","value":"hospital-command"}
+{"op":"add","path":"/elements/hospital-command","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["command-header","command-alert","metrics-row","admissions-section","department-section","operations-row","incident-actions"]}}
+{"op":"add","path":"/elements/command-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-copy","day-picker"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Hospital Operations Command","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operational view • ${/dashboardDate}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/dashboardDate","value":"Tuesday, August 18, 2026"}
+{"op":"add","path":"/elements/day-picker","value":{"type":"DatePicker","props":{"name":"dashboardDatePicker","mode":"single","value":{"$bindState":"/selectedDate"}},"children":[]}}
+{"op":"add","path":"/state/selectedDate","value":["2026-08-18"]}
+{"op":"add","path":"/elements/command-alert","value":{"type":"Alert","props":{"title":"Operational status: elevated demand","description":"Emergency Department volume is above target. Two critical care beds remain available.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["bed-occupancy-card","er-wait-card","critical-count-card","discharge-count-card"]}}
+{"op":"add","path":"/elements/bed-occupancy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["bed-occupancy-title","bed-occupancy-progress","bed-occupancy-detail"]}}
+{"op":"add","path":"/elements/bed-occupancy-title","value":{"type":"Heading","props":{"text":"Bed Occupancy","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/bed-occupancy-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/bedOccupancyPercent"},"label":{"$template":"${/metrics/occupiedBeds} of ${/metrics/totalBeds} beds occupied"}},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"bedOccupancyPercent":87,"occupiedBeds":261,"totalBeds":300,"erWaitMinutes":46,"erPatientsWaiting":18,"criticalPatients":4,"readyForDischarge":17}}
+{"op":"add","path":"/elements/bed-occupancy-detail","value":{"type":"TextContent","props":{"text":"39 beds available across all inpatient units.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["er-wait-title","er-wait-value","er-wait-detail"]}}
+{"op":"add","path":"/elements/er-wait-title","value":{"type":"Heading","props":{"text":"Current ER Wait","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/erWaitMinutes} minutes"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/er-wait-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/erPatientsWaiting} patients awaiting placement"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/critical-count-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["critical-count-title","critical-count-value","critical-count-detail"]}}
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+{"op":"add","path":"/state/incident","value":{"type":"","summary":""}}
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+{"op":"add","path":"/state/transfer","value":{"patientReference":"","destination":"","reason":""}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r1.txt
new file mode 100644
index 000000000..9b94e530a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r1.txt
@@ -0,0 +1,99 @@
+{"op":"add","path":"/root","value":"portfolio-review"}
+{"op":"add","path":"/elements/portfolio-review","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["review-header","portfolio-summary","controls-row","active-projects-section","delivery-budget-row","risk-deadline-row","blocked-work-section","review-actions"]}}
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+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Project Portfolio Review","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Executive review • ${/selectedQuarter} • Updated 18 Aug 2026"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedQuarter","value":"Q3 2026"}
+{"op":"add","path":"/elements/portfolio-summary","value":{"type":"Callout","props":{"variant":"warning","title":"Portfolio health: Watch closely","description":{"$state":"/portfolioHealthSummary"}},"children":[]}}
+{"op":"add","path":"/state/portfolioHealthSummary","value":"4 active projects are underway; 2 milestones are overdue, delivery pace is improving, and Atlas needs staffing support to protect its October launch."}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"end","wrap":true},"children":["quarter-control","export-review"]}}
+{"op":"add","path":"/elements/quarter-control","value":{"type":"FormControl","props":{"label":"Review quarter","hint":"Switch the reporting period","input":"quarter-select"},"children":[]}}
+{"op":"add","path":"/elements/quarter-select","value":{"type":"Select","props":{"name":"quarter","placeholder":"Select quarter","items":["quarter-q2","quarter-q3","quarter-q4"],"value":{"$bindState":"/selectedQuarter"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q2","value":{"type":"SelectItem","props":{"value":"Q2 2026","label":"Q2 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q3","value":{"type":"SelectItem","props":{"value":"Q3 2026","label":"Q3 2026"},"children":[]}}
+{"op":"add","path":"/elements/quarter-q4","value":{"type":"SelectItem","props":{"value":"Q4 2026","label":"Q4 2026"},"children":[]}}
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+{"op":"add","path":"/state/exportRequested","value":false}
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+{"op":"add","path":"/state/projects","value":[]}
+{"op":"add","path":"/state/projects/0","value":{"id":"atlas","name":"Atlas Platform Modernization","owner":"Maya Chen","deadline":"16 Oct 2026","health":"At risk","spent":"$684k","allocation":"$900k","budgetPercent":76}}
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+{"op":"add","path":"/state/projects/2","value":{"id":"meridian","name":"Meridian Data Foundation","owner":"Priya Nair","deadline":"21 Nov 2026","health":"Watch","spent":"$531k","allocation":"$720k","budgetPercent":74}}
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+{"op":"add","path":"/state/staffingRequestProject","value":""}
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+{"op":"add","path":"/elements/delivery-pace-header","value":{"type":"CardHeader","props":{"title":"Delivery pace","subtitle":"Completed story points over the past six sprints"},"children":[]}}
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+{"op":"add","path":"/elements/team-utilization-header","value":{"type":"CardHeader","props":{"title":"Team utilization","subtitle":"Capacity assigned across active delivery teams"},"children":[]}}
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+{"op":"add","path":"/elements/utilization-series","value":{"type":"Series","props":{"category":"Utilization","values":[92,84,78,88,81]},"children":[]}}
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+{"op":"add","path":"/elements/overdue-milestones-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["overdue-header","overdue-list"]}}
+{"op":"add","path":"/elements/overdue-header","value":{"type":"CardHeader","props":{"title":"Overdue milestones","subtitle":"Requires recovery plan or revised commitment"},"children":[]}}
+{"op":"add","path":"/elements/overdue-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/overdueMilestones","key":"id"},"children":["overdue-item"]}}
+{"op":"add","path":"/elements/overdue-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["overdue-title","overdue-detail","overdue-status"]}}
+{"op":"add","path":"/elements/overdue-title","value":{"type":"TextContent","props":{"text":{"$item":"milestone"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/overdue-detail","value":{"type":"TextContent","props":{"text":{"$template":"${project} • Due ${dueDate}"},"size":"small"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r2.txt
new file mode 100644
index 000000000..47b34be36
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r2.txt
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+{"op":"add","path":"/state/portfolioHealthSummary","value":"Delivery remains on track overall, but two overdue milestones, elevated platform risk, and constrained engineering capacity require attention this week."}
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+{"op":"add","path":"/state/deliveryPace","value":{"labels":["Sprint 18","Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23"],"values":[74,81,77,89,92,86]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r3.txt
new file mode 100644
index 000000000..7e37509ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r3.txt
@@ -0,0 +1,113 @@
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+{"op":"add","path":"/state/portfolioHealthSummary","value":"12 active projects are progressing, but 3 overdue milestones, elevated utilization, and 6 blocked work items require leadership attention this week."}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r4.txt
new file mode 100644
index 000000000..ce64d53a5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-portfolio__r4.txt
@@ -0,0 +1,98 @@
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+{"op":"add","path":"/state/portfolioSummary","value":"Portfolio is amber: 5 active projects are progressing, but 2 overdue milestones, 3 blocked work items, and capacity pressure on Platform Engineering need attention this week."}
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+{"op":"add","path":"/elements/overdue-header","value":{"type":"CardHeader","props":{"title":"Overdue milestones","subtitle":"Items requiring recovery plans"},"children":[]}}
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+{"op":"add","path":"/elements/overdue-item","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${project}: ${milestone}"},"description":{"$template":"${daysOverdue} days overdue · Accountable owner: ${owner}"}},"children":[]}}
+{"op":"add","path":"/state/overdueMilestones","value":[]}
+{"op":"add","path":"/state/overdueMilestones/0","value":{"id":"m1","project":"ERP Modernization","milestone":"Integration design approval","daysOverdue":9,"owner":"Owen Patel"}}
+{"op":"add","path":"/state/overdueMilestones/1","value":{"id":"m2","project":"Customer Hub","milestone":"Identity provider integration","daysOverdue":4,"owner":"Maya Chen"}}
+{"op":"add","path":"/elements/staffing-request-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["staffing-header","staffing-form"]}}
+{"op":"add","path":"/elements/staffing-header","value":{"type":"CardHeader","props":{"title":"Request more people","subtitle":"Submit a capacity request for a project"},"children":[]}}
+{"op":"add","path":"/elements/staffing-form","value":{"type":"Form","props":{"name":"staffingRequest","fields":["staffing-project-control","staffing-count-control","staffing-reason-control"],"buttons":"staffing-buttons"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-control","value":{"type":"FormControl","props":{"label":"Project","input":"staffing-project-select"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-select","value":{"type":"Select","props":{"name":"staffingProject","items":["staffing-project-1","staffing-project-2","staffing-project-3","staffing-project-4","staffing-project-5"],"value":{"$bindState":"/staffingRequest/project"}},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-1","value":{"type":"SelectItem","props":{"value":"Customer Hub","label":"Customer Hub"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-2","value":{"type":"SelectItem","props":{"value":"ERP Modernization","label":"ERP Modernization"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-3","value":{"type":"SelectItem","props":{"value":"Security Uplift","label":"Security Uplift"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-4","value":{"type":"SelectItem","props":{"value":"Supply Chain Insights","label":"Supply Chain Insights"},"children":[]}}
+{"op":"add","path":"/elements/staffing-project-5","value":{"type":"SelectItem","props":{"value":"Mobile Field Service","label":"Mobile Field Service"},"children":[]}}
+{"op":"add","path":"/state/staffingRequest","value":{"project":"ERP Modernization","people":"2","reason":""}}
+{"op":"add","path":"/elements/staffing-count-control","value":{"type":"FormControl","props":{"label":"Additional people needed","input":"staffing-count-input"},"children":[]}}
+{"op":"add","path":"/elements/staffing-count-input","value":{"type":"Input","props":{"name":"peopleNeeded","type":"number","placeholder":"e.g. 2","value":{"$bindState":"/staffingRequest/people"}},"children":[]}}
+{"op":"add","path":"/elements/staffing-reason-control","value":{"type":"FormControl","props":{"label":"Business justification","input":"staffing-reason-input"},"children":[]}}
+{"op":"add","path":"/elements/staffing-reason-input","value":{"type":"TextArea","props":{"name":"staffingReason","placeholder":"Describe delivery impact and required skills","rows":3,"value":{"$bindState":"/staffingRequest/reason"}},"children":[]}}
+{"op":"add","path":"/elements/staffing-buttons","value":{"type":"Buttons","props":{"buttons":["submit-staffing-request"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-staffing-request","value":{"type":"Button","props":{"label":"Submit request","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/staffingRequestSubmitted","value":true}}},"children":[]}}
+{"op":"add","path":"/state/staffingRequestSubmitted","value":false}
+{"op":"add","path":"/elements/archive-project-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["archive-header","archive-project-control","archive-confirm"]}}
+{"op":"add","path":"/elements/archive-header","value":{"type":"CardHeader","props":{"title":"Archive finished project","subtitle":"Remove completed work from active portfolio review"},"children":[]}}
+{"op":"add","path":"/elements/archive-project-control","value":{"type":"FormControl","props":{"label":"Finished project","input":"archive-project-select"},"children":[]}}
+{"op":"add","path":"/elements/archive-project-select","value":{"type":"Select","props":{"name":"archiveProject","items":["archive-project-1","archive-project-2"],"value":{"$bindState":"/archiveProject"}},"children":[]}}
+{"op":"add","path":"/elements/archive-project-1","value":{"type":"SelectItem","props":{"value":"Network Refresh","label":"Network Refresh — completed"},"children":[]}}
+{"op":"add","path":"/elements/archive-project-2","value":{"type":"SelectItem","props":{"value":"CRM Discovery","label":"CRM Discovery — completed"},"children":[]}}
+{"op":"add","path":"/state/archiveProject","value":"Network Refresh"}
+{"op":"add","path":"/elements/archive-confirm","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Archive project","title":"Archive finished project?","description":"This will remove the selected completed project from the active portfolio view.","confirmLabel":"Archive","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/delivery-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["delivery-header","delivery-chart"]}}
+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery pace","subtitle":"Completed story points over the past six sprints"},"children":[]}}
+{"op":"add","path":"/elements/delivery-chart","value":{"type":"LineChart","props":{"labels":["Sprint 18","Sprint 19","Sprint 20","Sprint 21","Sprint 22","Sprint 23"],"series":["delivery-series"],"variant":"linear","xLabel":"Sprint","yLabel":"Story points completed"},"children":[]}}
+{"op":"add","path":"/elements/delivery-series","value":{"type":"Series","props":{"category":"Completed story points","values":[74,81,77,89,84,92]},"children":[]}}
+{"op":"add","path":"/elements/risks-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risks-header","risks-list"]}}
+{"op":"add","path":"/elements/risks-header","value":{"type":"CardHeader","props":{"title":"Portfolio risks","subtitle":"Active risks by project and severity"},"children":[]}}
+{"op":"add","path":"/elements/risks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/risks","key":"id"},"children":["risk-item"]}}
+{"op":"add","path":"/elements/risk-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["risk-description","risk-severity"]}}
+{"op":"add","path":"/elements/risk-description","value":{"type":"TextContent","props":{"text":{"$template":"**${project}** — ${description} · Owner: ${owner}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/risk-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"Critical"},"$then":"danger","$else":"warning"}},"children":[]}}
+{"op":"add","path":"/state/risks","value":[]}
+{"op":"add","path":"/state/risks/0","value":{"id":"r1","project":"ERP Modernization","description":"Vendor API performance remains below the agreed throughput target.","owner":"Owen Patel","severity":"Critical"}}
+{"op":"add","path":"/state/risks/1","value":{"id":"r2","project":"Customer Hub","description":"Identity integration dependency may delay beta launch.","owner":"Maya Chen","severity":"High"}}
+{"op":"add","path":"/state/risks/2","value":{"id":"r3","project":"Supply Chain Insights","description":"Source data quality remediation is not yet funded.","owner":"Jordan Kim","severity":"High"}}
+{"op":"add","path":"/state/risks/3","value":{"id":"r4","project":"Mobile Field Service","description":"Regional pilot adoption is tracking below forecast.","owner":"Priya Nair","severity":"Medium"}}
+{"op":"add","path":"/elements/blocked-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["blocked-header","blocked-list"]}}
+{"op":"add","path":"/elements/blocked-header","value":{"type":"CardHeader","props":{"title":"Blocked work items","subtitle":"Items waiting on decisions, dependencies, or external delivery"},"children":[]}}
+{"op":"add","path":"/elements/blocked-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/blockedItems","key":"id"},"children":["blocked-item"]}}
+{"op":"add","path":"/elements/blocked-item","value":{"type":"Alert","props":{"variant":"warning","title":{"$template":"${project} — ${title}"},"description":{"$template":"Blocked by: ${blocker} · Since ${blockedSince} · Owner: ${owner}"}},"children":[]}}
+{"op":"add","path":"/state/blockedItems","value":[]}
+{"op":"add","path":"/state/blockedItems/0","value":{"id":"b1","project":"ERP Modernization","title":"SAP interface build","blocker":"Vendor API access approval","blockedSince":"11 Aug 2026","owner":"Liam Brooks"}}
+{"op":"add","path":"/state/blockedItems/1","value":{"id":"b2","project":"Customer Hub","title":"Single sign-on test cycle","blocker":"Identity provider configuration","blockedSince":"14 Aug 2026","owner":"Nora Silva"}}
+{"op":"add","path":"/state/blockedItems/2","value":{"id":"b3","project":"Supply Chain Insights","title":"Forecast model validation","blocker":"Historical inventory data extract","blockedSince":"15 Aug 2026","owner":"Marcus Lee"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r1.txt
new file mode 100644
index 000000000..756deb089
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r1.txt
@@ -0,0 +1,125 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","overview-row","generation-section","plants-section","forecast-section","operations-row","alerts-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","region-control","curtailment-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle","system-status"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Grid Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live network view • ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/lastUpdated","value":"Updated 14:32 UTC"}
+{"op":"add","path":"/elements/system-status","value":{"type":"Badge","props":{"text":{"$state":"/systemStatus"},"variant":"default"},"children":[]}}
+{"op":"add","path":"/state/systemStatus","value":"System stable"}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","hint":"Filters operational attention to the selected control area.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select a region","items":["region-all","region-north","region-central","region-coastal","region-south"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All regions","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All regions"}
+{"op":"add","path":"/elements/curtailment-control","value":{"type":"DialogBlock","props":{"triggerLabel":"Order curtailment","title":"Issue curtailment order","description":"Use only when instructed by the duty controller. This order will be logged and dispatched to participating loads.","triggerVariant":"destructive","content":["curtailment-note","curtailment-form"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-note","value":{"type":"Alert","props":{"title":"Operational safeguard","description":"Confirm the target region and requested reduction before issuing an order.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailmentOrder","buttons":"curtailment-buttons","fields":["curtailment-region-field","curtailment-mw-field"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-field","value":{"type":"FormControl","props":{"label":"Target region","input":"curtailment-region-select"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-select","value":{"type":"Select","props":{"name":"curtailmentTarget","items":["curtailment-north","curtailment-central","curtailment-coastal","curtailment-south"],"value":{"$bindState":"/curtailment/region"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/state/curtailment/region","value":"Central"}
+{"op":"add","path":"/elements/curtailment-mw-field","value":{"type":"FormControl","props":{"label":"Requested reduction (MW)","input":"curtailment-mw-input","hint":"Enter the verified demand reduction target."},"children":[]}}
+{"op":"add","path":"/elements/curtailment-mw-input","value":{"type":"Input","props":{"name":"curtailmentMW","type":"number","placeholder":"e.g. 150","value":{"$bindState":"/curtailment/mw"}},"children":[]}}
+{"op":"add","path":"/state/curtailment/mw","value":"150"}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["confirm-curtailment","cancel-curtailment"]},"children":[]}}
+{"op":"add","path":"/elements/confirm-curtailment","value":{"type":"Button","props":{"label":"Submit order","variant":"primary","type":"destructive"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/submitted","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/cancel-curtailment","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailment/submitted","value":false}}},"children":[]}}
+{"op":"add","path":"/state/curtailment/submitted","value":false}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["load-card","capacity-card","price-card","emissions-card"]}}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-header","load-value","load-detail"]}}
+{"op":"add","path":"/elements/load-header","value":{"type":"CardHeader","props":{"title":"Current network load","subtitle":"Real-time demand"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/currentLoad} MW"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/currentLoad","value":8420}
+{"op":"add","path":"/elements/load-detail","value":{"type":"TextContent","props":{"text":{"$template":"Net change: +${/metrics/loadChange} MW in the last hour"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/loadChange","value":310}
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-header","capacity-value","capacity-progress","capacity-detail"]}}
+{"op":"add","path":"/elements/capacity-header","value":{"type":"CardHeader","props":{"title":"Capacity utilization","subtitle":"Available dispatchable capacity"},"children":[]}}
+{"op":"add","path":"/elements/capacity-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/capacityUtilization}% utilized"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/capacityUtilization","value":86}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/capacityUtilization"},"label":"Network capacity"},"children":[]}}
+{"op":"add","path":"/elements/capacity-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/reserveMargin} MW operating reserve remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/reserveMargin","value":1370}
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["price-header","price-value","price-detail"]}}
+{"op":"add","path":"/elements/price-header","value":{"type":"CardHeader","props":{"title":"Current energy price","subtitle":"Day-ahead balancing market"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/pricePerMWh}/MWh"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/pricePerMWh","value":87.45}
+{"op":"add","path":"/elements/price-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/priceTrend} versus previous interval"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/priceTrend","value":"Up 4.2%"}
+{"op":"add","path":"/elements/emissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["emissions-header","emissions-value","emissions-detail"]}}
+{"op":"add","path":"/elements/emissions-header","value":{"type":"CardHeader","props":{"title":"Emissions today","subtitle":"Estimated grid emissions"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/emissionsToday} tCO₂e"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics/emissionsToday","value":12840}
+{"op":"add","path":"/elements/emissions-detail","value":{"type":"TextContent","props":{"text":{"$template":"Carbon intensity: ${/metrics/carbonIntensity} gCO₂e/kWh"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics/carbonIntensity","value":286}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart","generation-legend"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation split by source","subtitle":"Current dispatched output"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":{"$state":"/generationLabels"},"values":{"$state":"/generationValues"},"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/state/generationLabels","value":["Gas","Wind","Solar","Nuclear","Hydro","Imports"]}
+{"op":"add","path":"/state/generationValues","value":[3010,2140,1260,980,640,390]}
+{"op":"add","path":"/elements/generation-legend","value":{"type":"TagBlock","props":{"tags":{"$state":"/generationSummary"}},"children":[]}}
+{"op":"add","path":"/state/generationSummary","value":["Gas 35.8%","Wind 25.4%","Solar 15.0%","Nuclear 11.6%","Hydro 7.6%","Imports 4.6%"]}
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plants-header","plant-list"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Plant dispatch","subtitle":"Output and operating status"},"children":[]}}
+{"op":"add","path":"/elements/plant-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"plant-1","name":"Riverside CCGT","region":"Central","output":"1,240 MW","status":"Online","statusVariant":"success"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"plant-2","name":"North Ridge Wind","region":"North","output":"860 MW","status":"Online","statusVariant":"success"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"plant-3","name":"Seabank Solar","region":"Coastal","output":"610 MW","status":"Curtailment ready","statusVariant":"warning"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"plant-4","name":"Hartwell Nuclear","region":"Central","output":"980 MW","status":"Online","statusVariant":"success"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"plant-5","name":"South Valley Hydro","region":"South","output":"420 MW","status":"Ramp limited","statusVariant":"warning"}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["plant-name-block","plant-output-block","plant-status"]}}
+{"op":"add","path":"/elements/plant-name-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["plant-name","plant-region"]}}
+{"op":"add","path":"/elements/plant-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/plant-region","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/plant-output-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs","align":"end"},"children":["plant-output-label","plant-output"]}}
+{"op":"add","path":"/elements/plant-output-label","value":{"type":"TextContent","props":{"text":"Current output","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$item":"output"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"statusVariant"},"size":"md"},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-header","forecast-chart","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-hour demand forecast","subtitle":"Forecast load with expected evening peak"},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":{"$state":"/forecast/labels"},"series":["forecast-series"],"variant":"natural","xLabel":"Hour","yLabel":"Demand (MW)"},"children":[]}}
+{"op":"add","path":"/state/forecast/labels","value":["15:00","18:00","21:00","00:00","03:00","06:00","09:00","12:00"]}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast demand","values":{"$state":"/forecast/values"}},"children":[]}}
+{"op":"add","path":"/state/forecast/values","value":[8560,9140,8870,7540,6920,7150,8010,8460]}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"Callout","props":{"variant":"info","title":"Peak forecast","description":{"$template":"Expected peak of ${/forecast/peakLoad} MW at ${/forecast/peakTime}; reserve margin projected at ${/forecast/peakReserve} MW."}},"children":[]}}
+{"op":"add","path":"/state/forecast/peakLoad","value":9140}
+{"op":"add","path":"/state/forecast/peakTime","value":"18:00"}
+{"op":"add","path":"/state/forecast/peakReserve","value":650}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["outages-card","maintenance-card"]}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outage-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active outages","subtitle":"Affected regions and restoration status"},"children":[]}}
+{"op":"add","path":"/elements/outage-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-row"]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"out-1","title":"Eastmoor 132 kV feeder fault","region":"Coastal","detail":"1,850 customers affected • Crew dispatched","severity":"High","variant":"danger"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"out-2","title":"Northgate transformer derating","region":"North","detail":"120 MW capacity reduction • Inspection in progress","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"out-3","title":"West Basin interconnector constraint","region":"Central","detail":"Imports limited to 390 MW • Reassessment at 16:00","severity":"Medium","variant":"warning"}}
+{"op":"add","path":"/elements/outage-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["outage-title-row","outage-detail"]}}
+{"op":"add","path":"/elements/outage-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["outage-title","outage-severity"]}}
+{"op":"add","path":"/elements/outage-title","value":{"type":"TextContent","props":{"text":{"$template":"${title} — ${region}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/outage-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/outage-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned maintenance this month","subtitle":"Scheduled operational work"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-row"]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"maint-1","title":"Riverside CCGT turbine inspection","date":"22 Aug","impact":"180 MW unavailable","region":"Central"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"maint-2","title":"Seabank Solar inverter upgrade","date":"25 Aug","impact":"240 MW reduced output","region":"Coastal"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"maint-3","title":"South Valley Hydro gate service","date":"29 Aug","impact":"90 MW unavailable","region":"South"}}
+{"op":"add","path":"/elements/maintenance-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["maintenance-title","maintenance-detail"]}}
+{"op":"add","path":"/elements/maintenance-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-detail","value":{"type":"TextContent","props":{"text":{"$template":"${date} • ${region} • ${impact}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","live-alert-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live alerts","subtitle":"Incoming operational events"},"children":[]}}
+{"op":"add","path":"/elements/live-alert-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["live-alert"]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"alert-1","title":"Reserve margin below preferred threshold","description":"Central region reserve margin is 8.1%. Monitor evening ramp requirements.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"alert-2","title":"Wind forecast revised downward","description":"North Ridge expected output reduced by 95 MW for the 18:00–21:00 interval.","variant":"info"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"alert-3","title":"Feeder restoration crew on site","description":"Eastmoor 132 kV feeder assessment is underway; next update expected in 20 minutes.","variant":"success"}}
+{"op":"add","path":"/elements/live-alert","value":{"type":"Callout","props":{"variant":{"$item":"variant"},"title":{"$item":"title"},"description":{"$item":"description"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r2.txt
new file mode 100644
index 000000000..d0e527d60
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r2.txt
@@ -0,0 +1,88 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","controls-row","overview-row","generation-section","plants-section","forecast-section","operations-row","alerts-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","system-status"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Grid Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live network view • ${/network/region} • Updated ${/network/updatedAt}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/network","value":{"region":"All Regions","updatedAt":"14:32 UTC","loadMW":42860,"capacityMW":50000,"utilization":86,"price":94.5,"emissionsTonnes":18420}}
+{"op":"add","path":"/elements/system-status","value":{"type":"Tag","props":{"text":"Grid stable","variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/controls-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","wrap":true},"children":["region-control","curtailment-dialog"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","hint":"Filters operational attention to a service area","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select a region","items":["region-all","region-north","region-central","region-coastal"],"value":{"$bindState":"/network/region"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Order curtailment","title":"Issue curtailment order","description":"Send a controlled demand-reduction instruction to the selected region.","triggerVariant":"destructive","content":["curtailment-message","curtailment-form"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-message","value":{"type":"Alert","props":{"title":"Operator authorization required","description":"Confirm the targeted region and requested reduction before dispatching.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailment-order","fields":["curtailment-region-control","curtailment-mw-control","curtailment-reason-control"],"buttons":"curtailment-buttons"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-control","value":{"type":"FormControl","props":{"label":"Target region","input":"curtailment-region"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region","value":{"type":"Input","props":{"name":"targetRegion","value":{"$bindState":"/curtailment/region"}},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"Central","mw":"","reason":""}}
+{"op":"add","path":"/elements/curtailment-mw-control","value":{"type":"FormControl","props":{"label":"Reduction requested (MW)","input":"curtailment-mw"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-mw","value":{"type":"Input","props":{"name":"reductionMW","type":"number","placeholder":"e.g. 250","value":{"$bindState":"/curtailment/mw"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-control","value":{"type":"FormControl","props":{"label":"Operational reason","input":"curtailment-reason"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason","value":{"type":"TextArea","props":{"name":"reason","rows":3,"placeholder":"Describe the grid condition requiring curtailment","value":{"$bindState":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["cancel-curtailment","submit-curtailment"]},"children":[]}}
+{"op":"add","path":"/elements/cancel-curtailment","value":{"type":"Button","props":{"label":"Cancel","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/submit-curtailment","value":{"type":"Button","props":{"label":"Dispatch order","variant":"primary","type":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["load-card","capacity-card","price-card","emissions-card"]}}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-label","load-value"]}}
+{"op":"add","path":"/elements/load-label","value":{"type":"TextContent","props":{"text":"Current network load","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"Heading","props":{"text":{"$template":"${/network/loadMW} MW"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-label","capacity-value","capacity-progress"]}}
+{"op":"add","path":"/elements/capacity-label","value":{"type":"TextContent","props":{"text":"Capacity utilization","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/capacity-value","value":{"type":"TextContent","props":{"text":{"$template":"${/network/utilization}% of ${/network/capacityMW} MW available"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/network/utilization"},"label":"Network capacity"},"children":[]}}
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["price-label","price-value"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"TextContent","props":{"text":"Current wholesale price","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/network/price} / MWh"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/emissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["emissions-label","emissions-value"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"TextContent","props":{"text":"Emissions today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/network/emissionsTonnes} tCO₂e"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart"]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation split by source","subtitle":"Dispatch contribution to current network load"},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":["Wind","Solar","Gas","Hydro","Nuclear"],"values":[12400,6480,11120,4860,8000],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/plants-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plants-header","plants-list"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Generating plants","subtitle":"Live output and operating status"},"children":[]}}
+{"op":"add","path":"/elements/plants-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/plants","key":"id"},"children":["plant-row"]}}
+{"op":"add","path":"/state/plants","value":[]}
+{"op":"add","path":"/state/plants/0","value":{"id":"plant-01","name":"North Ridge Wind Farm","region":"North","outputMW":12400,"status":"Online"}}
+{"op":"add","path":"/state/plants/1","value":{"id":"plant-02","name":"Riverside CCGT","region":"Central","outputMW":7420,"status":"Online"}}
+{"op":"add","path":"/state/plants/2","value":{"id":"plant-03","name":"Coastal Solar Park","region":"Coastal","outputMW":6480,"status":"Online"}}
+{"op":"add","path":"/state/plants/3","value":{"id":"plant-04","name":"Lakeview Hydro","region":"North","outputMW":4860,"status":"Constrained"}}
+{"op":"add","path":"/state/plants/4","value":{"id":"plant-05","name":"Central Nuclear Station","region":"Central","outputMW":8000,"status":"Online"}}
+{"op":"add","path":"/elements/plant-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["plant-info","plant-output","plant-status"]}}
+{"op":"add","path":"/elements/plant-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["plant-name","plant-region"]}}
+{"op":"add","path":"/elements/plant-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/plant-region","value":{"type":"TextContent","props":{"text":{"$template":"Region: ${region}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/plant-output","value":{"type":"TextContent","props":{"text":{"$template":"${outputMW} MW"},"size":"large"},"children":[]}}
+{"op":"add","path":"/elements/plant-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/network/region","eq":"All Regions"},"$then":"success","$else":"info"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-header","forecast-chart"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-hour demand forecast","subtitle":"Projected system load in MW"},"children":[]}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast load","values":[39200,37800,36500,35800,36200,38100,41000,43800,45200,46100,46800,47200,46500,45800,45100,44700,45400,46800,48100,48900,47600,45200,43100,41000]},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"LineChart","props":{"labels":["00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00","15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00"],"series":["forecast-series"],"variant":"natural","xLabel":"Hour","yLabel":"Demand (MW)"},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["outages-card","maintenance-card"]}}
+{"op":"add","path":"/elements/outages-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outages-list"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active outages","subtitle":"Affected regions and restoration status"},"children":[]}}
+{"op":"add","path":"/elements/outages-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"out-01","title":"East feeder protection trip","region":"Central","detail":"1,240 customers affected • Restoration ETA 15:10 UTC"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"out-02","title":"Substation transformer fault","region":"North","detail":"420 customers affected • Field crew dispatched"}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${region} • ${detail}"},"actionLabel":"View"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned maintenance this month","subtitle":"Scheduled work with expected capacity impact"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-item"]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"maint-01","title":"Riverside CCGT turbine inspection","date":"22 Aug","detail":"Central • 320 MW unavailable"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"maint-02","title":"North Ridge transmission line work","date":"26 Aug","detail":"North • N-1 contingency in effect"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"maint-03","title":"Coastal Solar inverter servicing","date":"29 Aug","detail":"Coastal • 180 MW derated"}}
+{"op":"add","path":"/elements/maintenance-item","value":{"type":"ListItem","props":{"title":{"$template":"${date} — ${title}"},"subtitle":{"$item":"detail"},"actionLabel":"Details"},"children":[]}}
+{"op":"add","path":"/elements/alerts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live alerts","subtitle":"Incoming operational notifications"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"alert-01","severity":"warning","title":"Reserve margin tightening","description":"Projected evening reserve margin is 9.4% in the Central region."}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"alert-02","severity":"info","title":"Wind output increased","description":"North Ridge generation is 680 MW above the last dispatch forecast."}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"alert-03","severity":"error","title":"Transformer fault under investigation","description":"North substation crew has isolated the affected transformer bank."}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"variant":{"$item":"severity"},"title":{"$item":"title"},"description":{"$item":"description"}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r3.txt
new file mode 100644
index 000000000..58d175893
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r3.txt
@@ -0,0 +1,96 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Power Network Operator Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":"Live grid conditions, generation dispatch, and operational controls","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Focus on all regions","items":["region-all","region-north","region-central","region-coastal"],"value":{"$bindState":"/filters/region"}},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"all","label":"All regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"end","justify":"between","wrap":true},"children":["region-select"]}}
+{"op":"add","path":"/state/filters","value":{"region":"all"}}
+{"op":"add","path":"/elements/current-load","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["current-load-label","current-load-value","current-load-detail"]}}
+{"op":"add","path":"/elements/current-load-label","value":{"type":"TextContent","props":{"text":"Current Network Load","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/current-load-value","value":{"type":"Heading","props":{"text":{"$template":"${/grid/currentLoad} GW"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/current-load-detail","value":{"type":"TextContent","props":{"text":{"$template":"Peak today: ${/grid/peakToday} GW • Updated ${/grid/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/grid","value":{"currentLoad":"42.8","peakToday":"44.1","lastUpdated":"14:32 UTC","capacity":"50.0","capacityPercent":86,"price":"91.40","emissions":"12,480","emissionsUnit":"tCO₂e"}}
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-label","capacity-progress","capacity-detail"]}}
+{"op":"add","path":"/elements/capacity-label","value":{"type":"TextContent","props":{"text":{"$template":"Capacity Utilization — ${/grid/capacityPercent}%"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":{"$state":"/grid/capacityPercent"},"label":{"$template":"${/grid/currentLoad} GW of ${/grid/capacity} GW available capacity"}},"children":[]}}
+{"op":"add","path":"/elements/capacity-detail","value":{"type":"TextCallout","props":{"variant":"warning","title":"Reserve margin: 7.2 GW","description":"Capacity is elevated. Monitor evening ramp and contingency reserves."},"children":[]}}
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["price-label","price-value","price-detail"]}}
+{"op":"add","path":"/elements/price-label","value":{"type":"TextContent","props":{"text":"Current Wholesale Price","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"Heading","props":{"text":{"$template":"$${/grid/price} / MWh"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/price-detail","value":{"type":"Tag","props":{"text":"Up 6.4% from previous hour","variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/emissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["emissions-label","emissions-value","emissions-detail"]}}
+{"op":"add","path":"/elements/emissions-label","value":{"type":"TextContent","props":{"text":"Emissions Today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"Heading","props":{"text":{"$template":"${/grid/emissions} ${/grid/emissionsUnit}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/emissions-detail","value":{"type":"TextContent","props":{"text":"Grid intensity: 292 gCO₂e/kWh • 18% below monthly average","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/metrics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["current-load","capacity-card","price-card","emissions-card"]}}
+{"op":"add","path":"/elements/generation-series","value":{"type":"Series","props":{"category":"Generation (GW)","values":[16.2,11.4,7.8,4.1,2.3,1]},"children":[]}}
+{"op":"add","path":"/elements/generation-chart","value":{"type":"PieChart","props":{"labels":["Natural Gas","Wind","Solar","Nuclear","Hydro","Battery"],"values":[16.2,11.4,7.8,4.1,2.3,1],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/generation-header","value":{"type":"CardHeader","props":{"title":"Generation Split by Source","subtitle":"42.8 GW dispatched across connected assets"},"children":[]}}
+{"op":"add","path":"/elements/generation-tags","value":{"type":"TagBlock","props":{"tags":["Natural Gas 37.9%","Wind 26.6%","Solar 18.2%","Nuclear 9.6%","Hydro 5.4%","Battery 2.3%"]},"children":[]}}
+{"op":"add","path":"/elements/generation-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["generation-header","generation-chart","generation-tags"]}}
+{"op":"add","path":"/elements/forecast-series","value":{"type":"Series","props":{"category":"Forecast Load (GW)","values":[35.1,33.8,32.7,32.2,33.4,36.8,40.2,42.9,44.6,45.3,44.8,43.6,42.1,41.4,41.8,43.5,46.2,48.1,48.8,47.9,45.6,42.8,39.7,37.1]},"children":[]}}
+{"op":"add","path":"/elements/forecast-chart","value":{"type":"AreaChart","props":{"labels":["15:00","16:00","17:00","18:00","19:00","20:00","21:00","22:00","23:00","00:00","01:00","02:00","03:00","04:00","05:00","06:00","07:00","08:00","09:00","10:00","11:00","12:00","13:00","14:00"],"series":["forecast-series"],"variant":"natural","xLabel":"Next 24 hours","yLabel":"GW"}},"children":[]}}
+{"op":"add","path":"/elements/forecast-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["forecast-header","forecast-chart","forecast-note"]}}
+{"op":"add","path":"/elements/forecast-header","value":{"type":"CardHeader","props":{"title":"24-Hour Demand Forecast","subtitle":"Expected peak: 48.8 GW at 09:00 UTC tomorrow"},"children":[]}}
+{"op":"add","path":"/elements/forecast-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Forecast confidence: High","description":"Weather-adjusted demand model updated at 14:20 UTC. Peak reserve margin forecast: 2.4%."},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["generation-panel","forecast-panel"]}}
+{"op":"add","path":"/elements/plants-header","value":{"type":"CardHeader","props":{"title":"Plant Dispatch Status","subtitle":"Current output and availability by generation plant"},"children":[]}}
+{"op":"add","path":"/elements/plant-name-col","value":{"type":"Col","props":{"label":"Plant","data":{"$state":"/plants/name"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plant-region-col","value":{"type":"Col","props":{"label":"Region","data":{"$state":"/plants/region"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plant-source-col","value":{"type":"Col","props":{"label":"Source","data":{"$state":"/plants/source"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plant-output-col","value":{"type":"Col","props":{"label":"Output (MW)","data":{"$state":"/plants/output"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/plant-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/plants/status"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/plants-table","value":{"type":"Table","props":{"columns":["plant-name-col","plant-region-col","plant-source-col","plant-output-col","plant-status-col"]},"children":[]}}
+{"op":"add","path":"/state/plants","value":{"name":["Riverside CCGT","North Ridge Wind","Solterra East","Harbor Nuclear","Pine Valley Hydro","Metro Battery"],"region":["Central","North","Coastal","Coastal","North","Central"],"source":["Natural Gas","Wind","Solar","Nuclear","Hydro","Battery"],"output":[1240,860,640,980,410,185],"status":["Online","Online","Online","Derated","Online","Discharging"]}}
+{"op":"add","path":"/elements/plants-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plants-header","plants-table"]}}
+{"op":"add","path":"/elements/outages-header","value":{"type":"CardHeader","props":{"title":"Active Outages","subtitle":"Equipment and transmission constraints requiring attention"},"children":[]}}
+{"op":"add","path":"/elements/outage-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outages","key":"id"},"children":["outage-item"]}}
+{"op":"add","path":"/elements/outage-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"m","justify":"between","align":"center","wrap":true},"children":["outage-details","outage-status"]}}
+{"op":"add","path":"/elements/outage-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["outage-title","outage-description"]}}
+{"op":"add","path":"/elements/outage-title","value":{"type":"TextContent","props":{"text":{"$template":"${asset} — ${region}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/outage-description","value":{"type":"TextContent","props":{"text":{"$template":"${impact} affected • ETA ${eta}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/outage-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/outages","value":[]}
+{"op":"add","path":"/state/outages/0","value":{"id":"out-01","asset":"Eastshore 230 kV Line","region":"Coastal","impact":"320 MW transfer limit","eta":"18:30 UTC","status":"Investigating"}}
+{"op":"add","path":"/state/outages/1","value":{"id":"out-02","asset":"Harbor Unit 2","region":"Coastal","impact":"240 MW unavailable","eta":"Tomorrow 06:00","status":"Derated"}}
+{"op":"add","path":"/state/outages/2","value":{"id":"out-03","asset":"North Intertie Transformer","region":"North","impact":"150 MW transfer limit","eta":"19 Aug 12:00","status":"Planned repair"}}
+{"op":"add","path":"/elements/outages-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["outages-header","outage-list"]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["plants-panel","outages-panel"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Planned Maintenance — August","subtitle":"Scheduled work affecting network assets this month"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenance","key":"id"},"children":["maintenance-item"]}}
+{"op":"add","path":"/elements/maintenance-item","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["maintenance-title","maintenance-detail"]}}
+{"op":"add","path":"/elements/maintenance-title","value":{"type":"TextContent","props":{"text":{"$template":"${date} — ${asset}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-detail","value":{"type":"TextContent","props":{"text":{"$template":"${region} • ${work} • Expected impact: ${impact}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/maintenance","value":[]}
+{"op":"add","path":"/state/maintenance/0","value":{"id":"maint-01","date":"20 Aug","asset":"Riverside CCGT Unit 3","region":"Central","work":"Combustion inspection","impact":"180 MW offline"}}
+{"op":"add","path":"/state/maintenance/1","value":{"id":"maint-02","date":"24–26 Aug","asset":"North Ridge Wind Cluster","region":"North","work":"Turbine gearbox service","impact":"220 MW reduced availability"}}
+{"op":"add","path":"/state/maintenance/2","value":{"id":"maint-03","date":"29 Aug","asset":"Central 400 kV Substation","region":"Central","work":"Protection relay testing","impact":"No expected customer impact"}}
+{"op":"add","path":"/elements/maintenance-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/alerts-header","value":{"type":"CardHeader","props":{"title":"Live Alerts","subtitle":"Streaming operational events"},"children":[]}}
+{"op":"add","path":"/elements/alerts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/alerts","key":"id"},"children":["alert-item"]}}
+{"op":"add","path":"/elements/alert-item","value":{"type":"Alert","props":{"title":{"$template":"${time} — ${title}"},"description":{"$item":"description"},"variant":{"$item":"variant"}},"children":[]}}
+{"op":"add","path":"/state/alerts","value":[]}
+{"op":"add","path":"/state/alerts/0","value":{"id":"alert-01","time":"14:31 UTC","title":"Frequency recovery","description":"System frequency returned to 49.98 Hz after automatic reserve response.","variant":"success"}}
+{"op":"add","path":"/state/alerts/1","value":{"id":"alert-02","time":"14:27 UTC","title":"Coastal transfer constraint","description":"Eastshore line outage has reduced import capability into Coastal region.","variant":"warning"}}
+{"op":"add","path":"/state/alerts/2","value":{"id":"alert-03","time":"14:18 UTC","title":"Wind forecast revised","description":"North Ridge wind output forecast increased by 180 MW for 18:00–21:00 UTC.","variant":"info"}}
+{"op":"add","path":"/elements/alerts-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alerts-header","alerts-list"]}}
+{"op":"add","path":"/elements/curtailment-region","value":{"type":"Select","props":{"name":"curtailmentRegion","placeholder":"Select region","items":["curtail-north","curtail-central","curtail-coastal"],"value":{"$bindState":"/curtailment/region"}},"children":[]}}
+{"op":"add","path":"/elements/curtail-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/curtail-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/curtail-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-mw","value":{"type":"Input","props":{"name":"curtailmentMW","placeholder":"MW to curtail","type":"number","value":{"$bindState":"/curtailment/mw"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason","value":{"type":"TextArea","props":{"name":"curtailmentReason","placeholder":"Operational reason and instructions","rows":3,"value":{"$bindState":"/curtailment/reason"}},"children":[]}}
+{"op":"add","path":"/elements/curtailment-region-field","value":{"type":"FormControl","props":{"label":"Affected region","input":"curtailment-region","hint":"Select the area where curtailment will apply"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-mw-field","value":{"type":"FormControl","props":{"label":"Curtailment amount","input":"curtailment-mw","hint":"Enter requested load reduction in MW"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-reason-field","value":{"type":"FormControl","props":{"label":"Dispatch instruction","input":"curtailment-reason"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-confirm","value":{"type":"AlertDialogBlock","props":{"triggerLabel":"Order Curtailment","title":"Confirm curtailment order","description":"This will issue an operational curtailment instruction to the selected region. Verify the region, MW amount, and dispatch reason before proceeding.","confirmLabel":"Issue Order","cancelLabel":"Cancel","triggerVariant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-form","value":{"type":"Form","props":{"name":"curtailmentOrder","buttons":"curtailment-buttons","fields":["curtailment-region-field","curtailment-mw-field","curtailment-reason-field"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-buttons","value":{"type":"Buttons","props":{"buttons":["curtailment-confirm"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/state/curtailment","value":{"region":"","mw":"","reason":""}}
+{"op":"add","path":"/elements/curtailment-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["curtailment-header","curtailment-form"]}}
+{"op":"add","path":"/elements/curtailment-header","value":{"type":"CardHeader","props":{"title":"Curtailment Order","subtitle":"Issue controlled demand reduction when reserves require intervention"},"children":[]}}
+{"op":"add","path":"/elements/bottom-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["maintenance-panel","alerts-panel","curtailment-panel"]}}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-title","console-subtitle","region-control","metrics-row","analytics-row","operations-row","bottom-row"]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r4.txt
new file mode 100644
index 000000000..6477fe70a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-power__r4.txt
@@ -0,0 +1,43 @@
+{"op":"add","path":"/root","value":"operator-console"}
+{"op":"add","path":"/elements/operator-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","overview-row","generation-section","operations-row","forecast-section","alerts-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","align":"center","justify":"between","wrap":true},"children":["title-block","region-control","curtailment-control"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Grid Operations Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live network view • Region: ${/selectedRegion} • Updated 14:32 UTC"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"All Regions"}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","hint":"Filter operational attention by service area","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Select region","items":["region-all","region-north","region-central","region-coastal","region-south"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-all","value":{"type":"SelectItem","props":{"value":"All Regions","label":"All Regions"},"children":[]}}
+{"op":"add","path":"/elements/region-north","value":{"type":"SelectItem","props":{"value":"North","label":"North"},"children":[]}}
+{"op":"add","path":"/elements/region-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/region-coastal","value":{"type":"SelectItem","props":{"value":"Coastal","label":"Coastal"},"children":[]}}
+{"op":"add","path":"/elements/region-south","value":{"type":"SelectItem","props":{"value":"South","label":"South"},"children":[]}}
+{"op":"add","path":"/elements/curtailment-control","value":{"type":"DialogBlock","props":{"triggerLabel":"Order curtailment","title":"Issue curtailment order","description":"Confirm a controlled demand reduction instruction for the selected operating region.","triggerVariant":"destructive","content":["curtailment-note","confirm-curtailment"]},"children":[]}}
+{"op":"add","path":"/elements/curtailment-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"Operator action","description":{"$template":"This order will be recorded for ${/selectedRegion} and escalated to dispatch."}},"children":[]}}
+{"op":"add","path":"/elements/confirm-curtailment","value":{"type":"Button","props":{"label":"Confirm 150 MW curtailment","variant":"primary","type":"destructive","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/curtailmentOrdered","value":true}}},"children":[]}}
+{"op":"add","path":"/state/curtailmentOrdered","value":false}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["load-card","capacity-card","price-card","emissions-card"]}}
+{"op":"add","path":"/elements/load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["load-heading","load-value","load-detail"]}}
+{"op":"add","path":"/elements/load-heading","value":{"type":"CardHeader","props":{"title":"Current network load","subtitle":"Real-time system demand"},"children":[]}}
+{"op":"add","path":"/elements/load-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/currentLoad} MW"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"currentLoad":8420,"capacity":9600,"price":86.4,"emissions":3120}}
+{"op":"add","path":"/elements/load-detail","value":{"type":"TextContent","props":{"text":"↑ 3.8% versus the same time yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["capacity-heading","capacity-progress","capacity-detail"]}}
+{"op":"add","path":"/elements/capacity-heading","value":{"type":"CardHeader","props":{"title":"Capacity utilization","subtitle":"Available capacity: 9,600 MW"},"children":[]}}
+{"op":"add","path":"/elements/capacity-progress","value":{"type":"Progress","props":{"value":88,"label":"88% utilized"},"children":[]}}
+{"op":"add","path":"/elements/capacity-detail","value":{"type":"TextCallout","props":{"variant":"warning","title":"1,180 MW reserve margin","description":"Reserve is below the preferred 15% operating threshold."},"children":[]}}
+{"op":"add","path":"/elements/price-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["price-heading","price-value","price-detail"]}}
+{"op":"add","path":"/elements/price-heading","value":{"type":"CardHeader","props":{"title":"Current market price","subtitle":"Day-ahead balancing price"},"children":[]}}
+{"op":"add","path":"/elements/price-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/price}/MWh"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/price-detail","value":{"type":"TextContent","props":{"text":"↑ $6.20/MWh in the last hour","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/emissions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["emissions-heading","emissions-value","emissions-detail"]}}
+{"op":"add","path":"/elements/emissions-heading","value":{"type":"CardHeader","props":{"title":"Emissions today","subtitle":"Estimated grid carbon output"},"children":[]}}
+{"op":"add","path":"/elements/emissions-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/emissions} tCO₂e"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emissions-detail","value":{"type":"TextContent","props":{"text":"Grid intensity: 371 gCO₂e/kWh","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/generation-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["generation-heading","generation-row","plants-panel"]}}
+{"op":"add","path":"/elements/generation-heading","value":{"type":"Heading","props":{"text":"Generation & plant status","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/generation-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["generation-split-card","generation-chart-card"]}}
+{"op":"add","path":"/elements/generation-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["generation-split-header","generation-tags"]}}
+{"op":"add","path":"/elements/generation-split-header","value":{"type":"CardHeader","props":{"title":"Generation split by source","subtitle":"8,420 MW dispatched"},"children":[]}}
+{"op":"add","path":"/elements/generation-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/generationTags"}},"children":[]}}
+{"op":"add","path":"/state/generationTags","value":["Gas 3,240 MW · 38%","Wind 2,020 MW · 24%","Solar 1,410 MW · 17%","Hydro 1,050 MW · 12%","Nuclear 700 MW · 8%"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r1.txt
new file mode 100644
index 000000000..68cd9a8ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r1.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","sales-section","traffic-section","best-sellers-section","operations-row","promotions-section","week-comparison-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["console-title","store-selector"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-heading","console-subtitle"]}}
+{"op":"add","path":"/elements/console-heading","value":{"type":"Heading","props":{"text":"Store Manager Daily Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/store/name} · Tuesday, August 18, 2026"}},"children":[]}}
+{"op":"add","path":"/state/store","value":{"name":"Downtown Market","selectedStore":"downtown"}}
+{"op":"add","path":"/elements/store-selector","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["store-select-label","store-select"]}}
+{"op":"add","path":"/elements/store-select-label","value":{"type":"TextContent","props":{"text":"Viewing store","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Choose a store","items":["store-downtown","store-riverside","store-airport"],"value":{"$bindState":"/store/selectedStore"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/store-downtown","value":{"type":"SelectItem","props":{"value":"downtown","label":"Downtown Market"},"children":[]}}
+{"op":"add","path":"/elements/store-riverside","value":{"type":"SelectItem","props":{"value":"riverside","label":"Riverside Plaza"},"children":[]}}
+{"op":"add","path":"/elements/store-airport","value":{"type":"SelectItem","props":{"value":"airport","label":"Airport Express"},"children":[]}}
+{"op":"add","path":"/elements/sales-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sales-header","sales-metrics"]}}
+{"op":"add","path":"/elements/sales-header","value":{"type":"CardHeader","props":{"title":"Sales today","subtitle":"Live performance against daily target"},"children":[]}}
+{"op":"add","path":"/elements/sales-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"center","wrap":true},"children":["sales-amount","sales-progress","basket-metric","returns-metric"]}}
+{"op":"add","path":"/elements/sales-amount","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["sales-amount-label","sales-amount-value","sales-target-text"]}}
+{"op":"add","path":"/elements/sales-amount-label","value":{"type":"TextContent","props":{"text":"Net sales","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sales-amount-value","value":{"type":"Heading","props":{"text":{"$template":"$${/sales/today}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sales-target-text","value":{"type":"TextContent","props":{"text":{"$template":"Target: $${/sales/target} · ${/sales/remaining} remaining"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/sales","value":{"today":"12,480","target":"15,000","remaining":"2,520","targetPercent":83}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/sales/targetPercent"},"label":"83% of daily target"},"children":[]}}
+{"op":"add","path":"/elements/basket-metric","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["basket-label","basket-value","basket-note"]}}
+{"op":"add","path":"/elements/basket-label","value":{"type":"TextContent","props":{"text":"Average basket size","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"text":{"$template":"$${/basket/average}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/basket-note","value":{"type":"TextContent","props":{"text":{"$template":"${/basket/change} vs. last week"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/basket","value":{"average":"38.70","change":"+4.8%"}}
+{"op":"add","path":"/elements/returns-metric","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["returns-label","returns-value","returns-note"]}}
+{"op":"add","path":"/elements/returns-label","value":{"type":"TextContent","props":{"text":"Returns this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"text":{"$template":"${/returns/count}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/returns-note","value":{"type":"TextContent","props":{"text":{"$template":"$${/returns/value} refunded · ${/returns/rate} of sales"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/returns","value":{"count":18,"value":"642.50","rate":"1.2%"}}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"1,146 visitors so far · peak hour 12–1 PM"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM","6 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[42,76,118,184,167,121,96,88,142,112]},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Top products by units sold today"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["best-seller-info","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["best-seller-name","best-seller-category"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-category","value":{"type":"TextContent","props":{"text":{"$item":"category"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Tag","props":{"text":{"$template":"${units} units"},"variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"Harbor Blend Coffee, 12 oz","category":"Grocery · Coffee","units":86}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Organic Gala Apples, 3 lb","category":"Produce","units":74}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Sourdough Loaf","category":"Bakery","units":61}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"Sparkling Water Variety Pack","category":"Beverages","units":53}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["stock-section","shifts-section","registers-section"]}}
+{"op":"add","path":"/elements/stock-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-alert","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of stock","subtitle":"Reorder critical items before the next delivery"},"children":[]}}
+{"op":"add","path":"/elements/stock-alert","value":{"type":"Alert","props":{"title":"4 items need attention","description":"Two top-selling products are unavailable on the floor.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-item-row"]}}
+{"op":"add","path":"/elements/stock-item-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["stock-item-info","stock-item-actions"]}}
+{"op":"add","path":"/elements/stock-item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["stock-item-name","stock-item-detail"]}}
+{"op":"add","path":"/elements/stock-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-item-detail","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · Last delivery ${lastDelivery}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/stock-item-actions","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderItem","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"oos-1","name":"Harbor Blend Coffee, 12 oz","sku":"CB-1204","lastDelivery":"Aug 15"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos-2","name":"Whole Milk, 1 gal","sku":"DA-0318","lastDelivery":"Aug 16"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"oos-3","name":"Free-Range Eggs, 12 ct","sku":"DA-0451","lastDelivery":"Aug 14"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos-4","name":"Sourdough Loaf","sku":"BK-0088","lastDelivery":"Aug 17"}}
+{"op":"add","path":"/state/reorderItem","value":""}
+{"op":"add","path":"/elements/shifts-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shifts-header","shifts-list"]}}
+{"op":"add","path":"/elements/shifts-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"8 team members scheduled"},"children":[]}}
+{"op":"add","path":"/elements/shifts-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shifts","key":"id"},"children":["shift-row"]}}
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+{"op":"add","path":"/elements/shift-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["shift-avatar","shift-details"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/shift-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shift-name","shift-role"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shift-role","value":{"type":"TextContent","props":{"text":{"$template":"${role} · ${hours}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/shifts","value":[]}
+{"op":"add","path":"/state/shifts/0","value":{"id":"shift-1","name":"Maya Chen","initials":"MC","role":"Store Manager","hours":"8 AM–5 PM","status":"On floor"}}
+{"op":"add","path":"/state/shifts/1","value":{"id":"shift-2","name":"Jordan Rivera","initials":"JR","role":"Assistant Manager","hours":"9 AM–6 PM","status":"On floor"}}
+{"op":"add","path":"/state/shifts/2","value":{"id":"shift-3","name":"Priya Shah","initials":"PS","role":"Cashier","hours":"8 AM–4 PM","status":"On break"}}
+{"op":"add","path":"/state/shifts/3","value":{"id":"shift-4","name":"Evan Brooks","initials":"EB","role":"Stock Associate","hours":"10 AM–7 PM","status":"On floor"}}
+{"op":"add","path":"/elements/registers-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["registers-header","registers-list"]}}
+{"op":"add","path":"/elements/registers-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Checkout availability and current status"},"children":[]}}
+{"op":"add","path":"/elements/registers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${associate}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/registers","not":true},"$then":"neutral","$else":"success"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","associate":"Priya","status":"Open"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","associate":"Luis","status":"Open"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","associate":"—","status":"Closed"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Self-checkout","associate":"Monitored","status":"Open"}}
+{"op":"add","path":"/elements/promotions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotions-header","promotions-table"]}}
+{"op":"add","path":"/elements/promotions-header","value":{"type":"CardHeader","props":{"title":"Running promotions","subtitle":"Performance today across active offers"},"children":[]}}
+{"op":"add","path":"/elements/promotions-table","value":{"type":"Table","props":{"columns":["promo-name-col","promo-redemptions-col","promo-sales-col","promo-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/promo-name-col","value":{"type":"Col","props":{"label":"Promotion","data":{"$state":"/promotionColumns/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-redemptions-col","value":{"type":"Col","props":{"label":"Redemptions","data":{"$state":"/promotionColumns/redemptions"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/promo-sales-col","value":{"type":"Col","props":{"label":"Attributed sales","data":{"$state":"/promotionColumns/sales"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-status-col","value":{"type":"Col","props":{"label":"Performance","data":{"$state":"/promotionColumns/performance"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/promotionColumns","value":{"names":["Buy 2, Save 20% — Sparkling Water","Fresh Bakery Bundle","Members: Double Points","Back-to-School Essentials"],"redemptions":[64,39,112,27],"sales":["$768.00","$546.00","$2,184.00","$413.00"],"performance":["Above plan","On plan","Above plan","Below plan"]}}
+{"op":"add","path":"/elements/week-comparison-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["week-comparison-header","week-chart","week-summary"]}}
+{"op":"add","path":"/elements/week-comparison-header","value":{"type":"CardHeader","props":{"title":"This week vs. last week","subtitle":"Sales comparison through Tuesday"},"children":[]}}
+{"op":"add","path":"/elements/week-chart","value":{"type":"BarChart","props":{"labels":["Monday","Tuesday"],"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This week","values":[14320,12480]},"children":[]}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last week","values":[13210,11760]},"children":[]}}
+{"op":"add","path":"/elements/week-summary","value":{"type":"Callout","props":{"variant":"success","title":"Week-to-date sales are up 7.1%","description":"$26,800 this week compared with $24,970 at the same point last week."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r2.txt
new file mode 100644
index 000000000..16bd90e76
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r2.txt
@@ -0,0 +1,105 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","store-controls","priority-alert","sales-section","traffic-section","operations-row","promotions-section","comparison-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","date-block"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live operating view for ${/store/name}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/store","value":{"name":"Harbor Point • Store 014","manager":"Maya Chen"}}
+{"op":"add","path":"/elements/date-block","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs","align":"end"},"children":["date-label","manager-label"]}}
+{"op":"add","path":"/elements/date-label","value":{"type":"TextContent","props":{"text":"Tuesday, August 18, 2026","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/manager-label","value":{"type":"TextContent","props":{"text":{"$template":"Manager on duty: ${/store/manager}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/store-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["store-selector-control","store-selector","view-store-button"]}}
+{"op":"add","path":"/elements/store-selector-control","value":{"type":"FormControl","props":{"label":"Viewing store","hint":"Switch to review another location","input":"store-selector"},"children":[]}}
+{"op":"add","path":"/elements/store-selector","value":{"type":"Select","props":{"name":"store","placeholder":"Choose a store","items":["store-option-014","store-option-021","store-option-033"],"value":{"$bindState":"/selectedStore"}},"children":[]}}
+{"op":"add","path":"/elements/store-option-014","value":{"type":"SelectItem","props":{"value":"014","label":"Harbor Point • Store 014"},"children":[]}}
+{"op":"add","path":"/elements/store-option-021","value":{"type":"SelectItem","props":{"value":"021","label":"Downtown Market • Store 021"},"children":[]}}
+{"op":"add","path":"/elements/store-option-033","value":{"type":"SelectItem","props":{"value":"033","label":"Riverside Plaza • Store 033"},"children":[]}}
+{"op":"add","path":"/state/selectedStore","value":"014"}
+{"op":"add","path":"/elements/view-store-button","value":{"type":"Button","props":{"label":"View selected store","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/storeViewNotice","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/priority-alert","value":{"type":"Alert","props":{"title":"Attention required","description":"Two high-demand items are out of stock. Reorder before the afternoon rush.","variant":"warning"},"visible":{"$state":"/storeViewNotice","not":true},"children":[]}}
+{"op":"add","path":"/state/storeViewNotice","value":false}
+{"op":"add","path":"/elements/sales-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["sales-heading","sales-metrics"]}}
+{"op":"add","path":"/elements/sales-heading","value":{"type":"Heading","props":{"text":"Today at a glance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sales-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["sales-card","basket-card","returns-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-card-header","sales-value","sales-progress","sales-detail"]}}
+{"op":"add","path":"/elements/sales-card-header","value":{"type":"CardHeader","props":{"title":"Sales today","subtitle":"Against daily target"},"children":[]}}
+{"op":"add","path":"/elements/sales-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/salesToday} of $${/metrics/salesTarget}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"salesToday":"12,480","salesTarget":"15,000","salesProgress":83,"averageBasket":"42.16","returnsThisWeek":"1,184","returnsCount":27}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesProgress"},"label":"83% of target"},"children":[]}}
+{"op":"add","path":"/elements/sales-detail","value":{"type":"TextContent","props":{"text":"$2,520 remaining to target","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basket-header","basket-value","basket-detail"]}}
+{"op":"add","path":"/elements/basket-header","value":{"type":"CardHeader","props":{"title":"Average basket size","subtitle":"Per completed transaction"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/averageBasket}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-detail","value":{"type":"TextContent","props":{"text":"Up 4.8% versus last week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["returns-header","returns-value","returns-detail"]}}
+{"op":"add","path":"/elements/returns-header","value":{"type":"CardHeader","props":{"title":"Returns this week","subtitle":"Refunded value and count"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"TextContent","props":{"text":{"$template":"$${/metrics/returnsThisWeek}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/returnsCount} return transactions • 2.1% of sales"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"Door counter visits by hour"},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["9 AM","10 AM","11 AM","12 PM","1 PM","2 PM","3 PM","4 PM","5 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[34,58,76,121,146,112,98,127,154]},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["best-sellers-panel","stock-panel","shift-panel","register-panel"]}}
+{"op":"add","path":"/elements/best-sellers-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Units sold today"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["best-seller-name","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Badge","props":{"text":{"$template":"${units} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"sku-4102","name":"Coastal Blend Coffee, 12 oz","units":86}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"sku-2208","name":"Organic Whole Milk, 1 gal","units":74}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"sku-7814","name":"Sourdough Loaf","units":63}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"sku-3190","name":"Trail Mix Snack Pack","units":51}}
+{"op":"add","path":"/elements/stock-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of stock","subtitle":"Reorder high-priority items"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["stock-item-info","reorder-button"]}}
+{"op":"add","path":"/elements/stock-item-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["stock-item-name","stock-item-detail"]}}
+{"op":"add","path":"/elements/stock-item-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-item-detail","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} • Last delivery: ${lastDelivery}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"pushState","params":{"statePath":"/reorderRequests","value":{"id":"$id","itemId":{"$item":"id"},"itemName":{"$item":"name"},"requestedAt":"Today","status":"Requested"}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"sku-9921","name":"Sparkling Water Lime, 8-pack","sku":"9921","lastDelivery":"Aug 15"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"sku-5548","name":"Vanilla Greek Yogurt, 4-pack","sku":"5548","lastDelivery":"Aug 14"}}
+{"op":"add","path":"/state/reorderRequests","value":[]}
+{"op":"add","path":"/elements/shift-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"Current and upcoming coverage"},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shifts","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["shift-person","shift-status"]}}
+{"op":"add","path":"/elements/shift-person","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["shift-name","shift-role-time"]}}
+{"op":"add","path":"/elements/shift-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/shift-role-time","value":{"type":"TextContent","props":{"text":{"$template":"${role} • ${time}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/shiftStatusPlaceholder","eq":"On now"},"$then":"default","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/shiftStatusPlaceholder","value":"On now"}
+{"op":"add","path":"/state/shifts","value":[]}
+{"op":"add","path":"/state/shifts/0","value":{"id":"emp-01","name":"Maya Chen","role":"Store Manager","time":"8:00 AM – 5:00 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/1","value":{"id":"emp-02","name":"Jordan Lee","role":"Cashier","time":"9:00 AM – 6:00 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/2","value":{"id":"emp-03","name":"Priya Shah","role":"Floor Associate","time":"10:00 AM – 7:00 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/3","value":{"id":"emp-04","name":"Noah Williams","role":"Stock Associate","time":"12:00 PM – 8:00 PM","status":"Starts 12 PM"}}
+{"op":"add","path":"/elements/register-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-header","register-list"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Registers","subtitle":"Live lane status"},"children":[]}}
+{"op":"add","path":"/elements/register-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} • ${associate}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","associate":"Jordan","status":"Open"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","associate":"Priya","status":"Open"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","associate":"—","status":"Closed"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Express Lane","associate":"Maya","status":"Open"}}
+{"op":"add","path":"/elements/promotions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotions-header","promotions-table"]}}
+{"op":"add","path":"/elements/promotions-header","value":{"type":"CardHeader","props":{"title":"Running promotions","subtitle":"Performance since each promotion launched"},"children":[]}}
+{"op":"add","path":"/elements/promotions-table","value":{"type":"Table","props":{"columns":["promo-name-col","promo-period-col","promo-redemptions-col","promo-sales-col","promo-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/promo-name-col","value":{"type":"Col","props":{"label":"Promotion","data":{"$state":"/promotionTable/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/promotionTable","value":{"names":["Buy 2, Save 20% — Snacks","Member Double Points","Fresh Bakery Bundle"],"periods":["Aug 15–21","Aug 1–31","Aug 17–23"],"redemptions":["142","318","67"],"sales":["$1,946","$3,284","$871"],"statuses":["Ahead of plan","On plan","Needs attention"]}}
+{"op":"add","path":"/elements/promo-period-col","value":{"type":"Col","props":{"label":"Period","data":{"$state":"/promotionTable/periods"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-redemptions-col","value":{"type":"Col","props":{"label":"Redemptions","data":{"$state":"/promotionTable/redemptions"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/promo-sales-col","value":{"type":"Col","props":{"label":"Attributed sales","data":{"$state":"/promotionTable/sales"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/promo-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/promotionTable/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/comparison-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["comparison-header","comparison-chart","comparison-callout"]}}
+{"op":"add","path":"/elements/comparison-header","value":{"type":"CardHeader","props":{"title":"This week vs. last week","subtitle":"Daily sales comparison through Tuesday"},"children":[]}}
+{"op":"add","path":"/elements/comparison-chart","value":{"type":"BarChart","props":{"labels":["Monday","Tuesday"],"series":["this-week-series","last-week-series"],"variant":"grouped","xLabel":"Day","yLabel":"Sales ($)"},"children":[]}}
+{"op":"add","path":"/elements/this-week-series","value":{"type":"Series","props":{"category":"This week","values":[14320,12480]},"children":[]}}
+{"op":"add","path":"/elements/last-week-series","value":{"type":"Series","props":{"category":"Last week","values":[13280,11890]},"children":[]}}
+{"op":"add","path":"/elements/comparison-callout","value":{"type":"Callout","props":{"variant":"success","title":"Week-to-date sales are up 6.1%","description":"$26,800 this week versus $25,170 at the same point last week. Keep the afternoon conversion focus."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r3.txt
new file mode 100644
index 000000000..74ae82a95
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r3.txt
@@ -0,0 +1,101 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","sales-section","traffic-section","operations-section","performance-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","store-control"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"${/store/name} · ${/store/date} · Live operating view"}},"children":[]}}
+{"op":"add","path":"/state/store","value":{"name":"Downtown Market — Store 014","date":"Tuesday, August 18"}}
+{"op":"add","path":"/elements/store-control","value":{"type":"FormControl","props":{"label":"Viewing store","hint":"Switch locations to review another store.","input":"store-select"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Select a store","items":["store-014","store-021","store-037"],"value":{"$bindState":"/store/selected"}},"children":[]}}
+{"op":"add","path":"/elements/store-014","value":{"type":"SelectItem","props":{"value":"014","label":"Downtown Market — Store 014"},"children":[]}}
+{"op":"add","path":"/elements/store-021","value":{"type":"SelectItem","props":{"value":"021","label":"Riverside Plaza — Store 021"},"children":[]}}
+{"op":"add","path":"/elements/store-037","value":{"type":"SelectItem","props":{"value":"037","label":"Northgate Center — Store 037"},"children":[]}}
+{"op":"add","path":"/state/store/selected","value":"014"}
+{"op":"add","path":"/elements/sales-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["sales-heading","sales-metrics"]}}
+{"op":"add","path":"/elements/sales-heading","value":{"type":"Heading","props":{"text":"Today at a glance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sales-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["sales-card","basket-card","returns-card","week-card"]}}
+{"op":"add","path":"/elements/sales-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-card-header","sales-progress","sales-note"]}}
+{"op":"add","path":"/elements/sales-card-header","value":{"type":"CardHeader","props":{"title":"Sales today","subtitle":{"$template":"${/metrics/salesToday} of ${/metrics/salesTarget} target"}},"children":[]}}
+{"op":"add","path":"/elements/sales-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesProgress"},"label":{"$template":"${/metrics/salesProgress}% of daily target"}},"children":[]}}
+{"op":"add","path":"/elements/sales-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/salesRemaining} remaining to target · ${/metrics/salesPace} vs. this time yesterday"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"salesToday":"$18,640","salesTarget":"$22,000","salesProgress":85,"salesRemaining":"$3,360","salesPace":"+8.4%","averageBasket":"$42.75","returnsWeek":"$1,184","returnsCount":27,"weekSales":"$121,480","lastWeekSales":"$113,920","weekChange":"+6.6%"}}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basket-header","basket-value","basket-note"]}}
+{"op":"add","path":"/elements/basket-header","value":{"type":"CardHeader","props":{"title":"Average basket size","subtitle":"Completed transactions today"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageBasket"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/basket-note","value":{"type":"TextContent","props":{"text":"Up $2.10 from last Tuesday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["returns-header","returns-value","returns-note"]}}
+{"op":"add","path":"/elements/returns-header","value":{"type":"CardHeader","props":{"title":"Returns this week","subtitle":{"$template":"${/metrics/returnsCount} return transactions"}},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/returnsWeek"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/returns-note","value":{"type":"TextContent","props":{"text":"0.9% of weekly sales · within goal","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/week-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["week-header","week-value","week-note"]}}
+{"op":"add","path":"/elements/week-header","value":{"type":"CardHeader","props":{"title":"This week vs. last week","subtitle":{"$template":"${/metrics/weekSales} this week · ${/metrics/lastWeekSales} last week"}},"children":[]}}
+{"op":"add","path":"/elements/week-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/weekChange"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/week-note","value":{"type":"TextContent","props":{"text":"Sales are ahead of last week's pace","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/traffic-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["traffic-header","traffic-chart"]}}
+{"op":"add","path":"/elements/traffic-header","value":{"type":"CardHeader","props":{"title":"Foot traffic through the day","subtitle":"Store entries by hour · 8 AM–8 PM"}},"children":[]}}
+{"op":"add","path":"/elements/traffic-chart","value":{"type":"AreaChart","props":{"labels":["8 AM","10 AM","12 PM","2 PM","4 PM","6 PM","8 PM"],"series":["traffic-series"],"variant":"natural","xLabel":"Time","yLabel":"Visitors"},"children":[]}}
+{"op":"add","path":"/elements/traffic-series","value":{"type":"Series","props":{"category":"Visitors","values":[34,76,142,118,96,131,58]},"children":[]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["best-sellers-panel","stock-panel","shift-panel","register-panel"]}}
+{"op":"add","path":"/elements/best-sellers-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-list"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best sellers","subtitle":"Units sold today"}},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/bestSellers","key":"id"},"children":["best-seller-row"]}}
+{"op":"add","path":"/elements/best-seller-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["best-seller-name","best-seller-units"]}}
+{"op":"add","path":"/elements/best-seller-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/best-seller-units","value":{"type":"Badge","props":{"text":{"$template":"${units} units"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":[]}
+{"op":"add","path":"/state/bestSellers/0","value":{"id":"bs-1","name":"Sparkling Water Variety Pack","units":86}}
+{"op":"add","path":"/state/bestSellers/1","value":{"id":"bs-2","name":"Organic Avocados (4 ct)","units":74}}
+{"op":"add","path":"/state/bestSellers/2","value":{"id":"bs-3","name":"Cold Brew Coffee 32 oz","units":61}}
+{"op":"add","path":"/state/bestSellers/3","value":{"id":"bs-4","name":"Sourdough Sandwich Loaf","units":57}}
+{"op":"add","path":"/elements/stock-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["stock-header","stock-alert","stock-list"]}}
+{"op":"add","path":"/elements/stock-header","value":{"type":"CardHeader","props":{"title":"Out of stock","subtitle":"Reorder priority items"}},"children":[]}}
+{"op":"add","path":"/elements/stock-alert","value":{"type":"Alert","props":{"title":"4 items need attention","description":"Reorder now to protect the afternoon sales window.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/stock-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/outOfStock","key":"id"},"children":["stock-row"]}}
+{"op":"add","path":"/elements/stock-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between","wrap":true},"children":["stock-details","reorder-button"]}}
+{"op":"add","path":"/elements/stock-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["stock-name","stock-sku"]}}
+{"op":"add","path":"/elements/stock-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/stock-sku","value":{"type":"TextContent","props":{"text":{"$template":"SKU ${sku} · Last delivery: ${lastDelivery}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/reorder-button","value":{"type":"Button","props":{"label":"Reorder","variant":"primary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/reorderItem","value":{"$item":"name"}}}},"children":[]}}
+{"op":"add","path":"/state/outOfStock","value":[]}
+{"op":"add","path":"/state/outOfStock/0","value":{"id":"oos-1","name":"Whole Milk 1 gal","sku":"MILK-WHOLE-1G","lastDelivery":"Yesterday"}}
+{"op":"add","path":"/state/outOfStock/1","value":{"id":"oos-2","name":"Free Range Eggs 12 ct","sku":"EGG-FR-12","lastDelivery":"Yesterday"}}
+{"op":"add","path":"/state/outOfStock/2","value":{"id":"oos-3","name":"Bananas","sku":"PROD-BAN-01","lastDelivery":"Today 6:15 AM"}}
+{"op":"add","path":"/state/outOfStock/3","value":{"id":"oos-4","name":"Turkey Club Wrap","sku":"DELI-TCW-01","lastDelivery":"Today 7:00 AM"}}
+{"op":"add","path":"/state/reorderItem","value":""}
+{"op":"add","path":"/elements/shift-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["shift-header","shift-list"]}}
+{"op":"add","path":"/elements/shift-header","value":{"type":"CardHeader","props":{"title":"On shift today","subtitle":"Current and upcoming coverage"}},"children":[]}}
+{"op":"add","path":"/elements/shift-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/shifts","key":"id"},"children":["shift-row"]}}
+{"op":"add","path":"/elements/shift-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["shift-person","shift-status"]}}
+{"op":"add","path":"/elements/shift-person","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"s","align":"center"},"children":["shift-avatar","shift-copy"]}}
+{"op":"add","path":"/elements/shift-avatar","value":{"type":"Avatar","props":{"fallback":{"$item":"initials"},"alt":{"$item":"name"}},"children":[]}}
+{"op":"add","path":"/elements/shift-copy","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${role}\n${hours}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/shift-status","value":{"type":"Badge","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/shiftStatusPlaceholder","eq":"unused"},"$then":"secondary","$else":"success"}},"children":[]}}
+{"op":"add","path":"/state/shiftStatusPlaceholder","value":"active"}
+{"op":"add","path":"/state/shifts","value":[]}
+{"op":"add","path":"/state/shifts/0","value":{"id":"sh-1","name":"Maya Chen","initials":"MC","role":"Store Manager","hours":"7:00 AM–3:30 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/1","value":{"id":"sh-2","name":"Jordan Lee","initials":"JL","role":"Cashier","hours":"8:00 AM–4:00 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/2","value":{"id":"sh-3","name":"Avery Patel","initials":"AP","role":"Stock Associate","hours":"9:00 AM–5:30 PM","status":"On now"}}
+{"op":"add","path":"/state/shifts/3","value":{"id":"sh-4","name":"Noah Williams","initials":"NW","role":"Cashier","hours":"12:00 PM–8:30 PM","status":"Starts 12 PM"}}
+{"op":"add","path":"/elements/register-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["register-header","register-list"]}}
+{"op":"add","path":"/elements/register-header","value":{"type":"CardHeader","props":{"title":"Register status","subtitle":"Front-end lanes"}},"children":[]}}
+{"op":"add","path":"/elements/register-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/registers","key":"id"},"children":["register-row"]}}
+{"op":"add","path":"/elements/register-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","gap":"s","align":"center","justify":"between"},"children":["register-name","register-status"]}}
+{"op":"add","path":"/elements/register-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${operator}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/register-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$cond":{"$state":"/registerVariantPlaceholder","eq":"unused"},"$then":"neutral","$else":"success"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/registerVariantPlaceholder","value":"active"}
+{"op":"add","path":"/state/registers","value":[]}
+{"op":"add","path":"/state/registers/0","value":{"id":"reg-1","name":"Register 1","operator":"Jordan Lee","status":"Open"}}
+{"op":"add","path":"/state/registers/1","value":{"id":"reg-2","name":"Register 2","operator":"Maya Chen","status":"Open"}}
+{"op":"add","path":"/state/registers/2","value":{"id":"reg-3","name":"Register 3","operator":"—","status":"Closed"}}
+{"op":"add","path":"/state/registers/3","value":{"id":"reg-4","name":"Self-checkout","operator":"Monitored","status":"Open"}}
+{"op":"add","path":"/elements/performance-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["promotions-heading","promotions-list"]}}
+{"op":"add","path":"/elements/promotions-heading","value":{"type":"Heading","props":{"text":"Running promotions","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/promotions-list","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"repeat":{"statePath":"/promotions","key":"id"},"children":["promotion-card"]}}
+{"op":"add","path":"/elements/promotion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["promotion-title","promotion-progress","promotion-stats"]}}
+{"op":"add","path":"/elements/promotion-title","value":{"type":"CardHeader","props":{"title":{"$item":"name"},"subtitle":{"$template":"${redemptions} redemptions · ${sales} attributed sales"}},"children":[]}}
+{"op":"add","path":"/elements/promotion-progress","value":{"type":"Progress","props":{"value":{"$item":"progress"},"label":{"$template":"${progress}% toward ${goal}"}},"children":[]}}
+{"op":"add","path":"/elements/promotion-stats","value":{"type":"TextContent","props":{"text":{"$template":"Conversion: ${conversion} · ${status}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/promotions","value":[]}
+{"op":"add","path":"/state/promotions/0","value":{"id":"promo-1","name":"Buy 2, Save 20% — Snacks","redemptions":94,"sales":"$1,128","progress":76,"goal":"weekly goal","conversion":"18.2%","status":"Ahead of plan"}}
+{"op":"add","path":"/state/promotions/1","value":{"id":"promo-2","name":"Fresh Produce Bundle","redemptions":61,"sales":"$842","progress":58,"goal":"weekly goal","conversion":"12.6%","status":"On track"}}
+{"op":"add","path":"/state/promotions/2","value":{"id":"promo-3","name":"Coffee + Pastry Combo","redemptions":39,"sales":"$468","progress":41,"goal":"weekly goal","conversion":"9.8%","status":"Needs attention"}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r4.txt
new file mode 100644
index 000000000..10706e12b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-retail__r4.txt
@@ -0,0 +1,102 @@
+{"op":"add","path":"/root","value":"daily-console"}
+{"op":"add","path":"/elements/daily-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","sales-section","traffic-section","operations-section","performance-section"]}}
+{"op":"add","path":"/elements/console-header","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"center","justify":"between","wrap":true},"children":["header-copy","store-control"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["console-title","console-subtitle"]}}
+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Daily Store Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Tuesday, August 18 · Live view for ${/selectedStoreName}"}},"children":[]}}
+{"op":"add","path":"/state/selectedStoreName","value":"Downtown Flagship"}
+{"op":"add","path":"/elements/store-control","value":{"type":"FormControl","props":{"label":"Viewing store","hint":"Choose another location to review its daily performance.","input":"store-select"},"children":[]}}
+{"op":"add","path":"/elements/store-select","value":{"type":"Select","props":{"name":"store","placeholder":"Select a store","items":["store-downtown","store-riverside","store-northside"],"value":{"$bindState":"/selectedStoreName"}},"children":[]}}
+{"op":"add","path":"/elements/store-downtown","value":{"type":"SelectItem","props":{"value":"Downtown Flagship","label":"Downtown Flagship"},"children":[]}}
+{"op":"add","path":"/elements/store-riverside","value":{"type":"SelectItem","props":{"value":"Riverside Mall","label":"Riverside Mall"},"children":[]}}
+{"op":"add","path":"/elements/store-northside","value":{"type":"SelectItem","props":{"value":"Northside Market","label":"Northside Market"},"children":[]}}
+{"op":"add","path":"/elements/sales-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["sales-heading","sales-metrics"]}}
+{"op":"add","path":"/elements/sales-heading","value":{"type":"Heading","props":{"text":"Today at a glance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/sales-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["sales-target-card","basket-card","returns-card","week-comparison-card"]}}
+{"op":"add","path":"/elements/sales-target-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["sales-target-header","sales-target-value","sales-target-progress","sales-target-note"]}}
+{"op":"add","path":"/elements/sales-target-header","value":{"type":"TextContent","props":{"text":"Sales today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/sales-target-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/salesToday} of ${/metrics/salesTarget}"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/sales-target-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/salesTargetPercent"},"label":{"$template":"${/metrics/salesTargetPercent}% of target"}},"children":[]}}
+{"op":"add","path":"/elements/sales-target-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Ahead of pace","description":{"$template":"${/metrics/salesPaceNote}"}},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"salesToday":"$18,640","salesTarget":"$22,000","salesTargetPercent":85,"salesPaceNote":"Projected to finish $1,200 above target at the current hourly run rate.","averageBasket":"$46.12","returnsThisWeek":18,"returnsValue":"$742","weekSales":"$96,420","lastWeekSales":"$88,760","weekChange":"+8.6%","weekNote":"Sales are up $7,660 versus the same point last week."}}
+{"op":"add","path":"/elements/basket-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["basket-label","basket-value","basket-note"]}}
+{"op":"add","path":"/elements/basket-label","value":{"type":"TextContent","props":{"text":"Average basket size","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/basket-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/averageBasket"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/basket-note","value":{"type":"TextContent","props":{"text":"Up $2.18 from yesterday","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/returns-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["returns-label","returns-value","returns-note"]}}
+{"op":"add","path":"/elements/returns-label","value":{"type":"TextContent","props":{"text":"Returns this week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/returns-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/returnsThisWeek} returns"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/returns-note","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/returnsValue} refunded · 1.9% of sales","size":"small"}},"children":[]}}
+{"op":"add","path":"/elements/week-comparison-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["week-label","week-value","week-comparison-tag","week-note"]}}
+{"op":"add","path":"/elements/week-label","value":{"type":"TextContent","props":{"text":"This week vs. last week","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/week-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/weekSales}"},"level":"h3"},"children":[]}}
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+{"op":"add","path":"/state/promotionColumns","value":{"name":["Buy 2, Save 20%","Back-to-School Bundle","Member Double Points","Coffee & Tote Combo"],"period":["Aug 15–21","Aug 10–31","Aug 18 only","Aug 16–23"],"redemptions":[74,31,128,19],"sales":["$2,960","$1,488","$4,220","$684"],"performance":["Above plan +18%","On plan +2%","Above plan +26%","Below plan -9%"]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r1.txt
new file mode 100644
index 000000000..cbed4128c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r1.txt
@@ -0,0 +1,119 @@
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+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Admin overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Revenue, customer health, and product adoption at a glance."},"children":[]}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["nps-label","nps-score","nps-detail"]}}
+{"op":"add","path":"/elements/nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nps-score","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/nps}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/nps-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/npsResponseRate}% response rate"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"nps":48,"npsResponseRate":32}}
+{"op":"add","path":"/elements/period-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","align":"end","gap":"m","wrap":true},"children":["period-control","period-note"]}}
+{"op":"add","path":"/elements/period-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Metrics update for the selected period.","input":"period-select"},"children":[]}}
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+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"last30","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-90","value":{"type":"SelectItem","props":{"value":"last90","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-ytd","value":{"type":"SelectItem","props":{"value":"ytd","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"last30"}
+{"op":"add","path":"/elements/period-note","value":{"type":"TextContent","props":{"text":{"$template":"Showing results for: ${/reportingPeriod}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/revenue-heading","value":{"type":"Heading","props":{"text":"Revenue","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["mrr-card","arr-card","churn-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mrr-label","mrr-value","mrr-change"]}}
+{"op":"add","path":"/elements/mrr-label","value":{"type":"TextContent","props":{"text":"Monthly recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/mrr}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/mrr-change","value":{"type":"Tag","props":{"text":{"$template":"+${/metrics/mrrGrowth}% vs. last month"},"variant":"success","size":"sm"},"children":[]}}
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+{"op":"add","path":"/elements/arr-label","value":{"type":"TextContent","props":{"text":"Annual recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"Heading","props":{"text":{"$template":"$${/metrics/arr}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/arr-detail","value":{"type":"TextContent","props":{"text":"Annualized subscription revenue","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/churn-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/churnedCustomers} customer accounts lost"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/signups-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/newSignups90}"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/state/metrics/newSignups90","value":448}
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+{"op":"add","path":"/state/metrics/purchasedSeats","value":800}
+{"op":"add","path":"/state/metrics/availableSeats","value":176}
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+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["plan-title","plan-chart"]}}
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+{"op":"add","path":"/elements/largest-customers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["largest-title","largest-table"]}}
+{"op":"add","path":"/elements/largest-title","value":{"type":"TextContent","props":{"text":"Ten largest customers","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/largest-table","value":{"type":"Table","props":{"columns":["customer-col","plan-col","seats-col","spend-col"]},"children":[]}}
+{"op":"add","path":"/elements/customer-col","value":{"type":"Col","props":{"label":"Customer","data":{"$state":"/largestCustomerColumns/names"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/state/largestCustomerColumns","value":{"names":["Northstar Labs","Vertex Health","Cedar & Co.","Atlas Logistics","Brightline Media","Harbor Financial","Nimbus Retail","Summit Education","Orchard Systems","Pioneer Works"],"plans":["Enterprise","Enterprise","Scale","Enterprise","Scale","Scale","Growth","Scale","Growth","Growth"],"seats":[128,96,74,68,59,52,46,41,38,34],"spend":["$18,400","$14,200","$9,800","$9,100","$7,600","$6,950","$5,400","$4,900","$4,500","$4,100"]}}
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+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"risk-1","name":"Rivermark Studio","reason":"Weekly active users down 42%"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"risk-2","name":"Helio Partners","reason":"No activity in 21 days"}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"id":"risk-3","name":"Oak & Iron","reason":"Contract renewal in 14 days"}}
+{"op":"add","path":"/state/atRiskAccounts/3","value":{"id":"risk-4","name":"Cobalt Ventures","reason":"Support escalation unresolved"}}
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+{"op":"add","path":"/elements/payment-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["payment-customer","payment-detail"]}}
+{"op":"add","path":"/elements/payment-customer","value":{"type":"TextContent","props":{"text":{"$item":"customer"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/payment-detail","value":{"type":"TextContent","props":{"text":{"$template":"${amount} · ${reason}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/retry-payment","value":{"type":"Button","props":{"label":"Retry payment","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Retry requested"}}},"children":[]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"payment-1","customer":"Willow Analytics","amount":"$2,400","reason":"Card declined","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"payment-2","customer":"Maple Commerce","amount":"$980","reason":"Insufficient funds","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"payment-3","customer":"Fathom Design","amount":"$1,650","reason":"Card expired","status":"Failed"}}
+{"op":"add","path":"/elements/product-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["product-heading","feature-adoption-card"]}}
+{"op":"add","path":"/elements/product-heading","value":{"type":"Heading","props":{"text":"Product adoption","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["feature-title","feature-list"]}}
+{"op":"add","path":"/elements/feature-title","value":{"type":"TextContent","props":{"text":"Three newest features","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/feature-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/newFeatures","key":"id"},"children":["feature-row"]}}
+{"op":"add","path":"/elements/feature-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["feature-name","feature-progress","feature-detail"]}}
+{"op":"add","path":"/elements/feature-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/feature-progress","value":{"type":"Progress","props":{"value":{"$item":"adoption"},"label":{"$template":"${adoption}% of eligible accounts adopted"}},"children":[]}}
+{"op":"add","path":"/elements/feature-detail","value":{"type":"TextContent","props":{"text":{"$template":"Released ${released}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/newFeatures","value":[]}
+{"op":"add","path":"/state/newFeatures/0","value":{"id":"feature-1","name":"Workflow automations","adoption":41,"released":"July 2026"}}
+{"op":"add","path":"/state/newFeatures/1","value":{"id":"feature-2","name":"AI account summaries","adoption":28,"released":"June 2026"}}
+{"op":"add","path":"/state/newFeatures/2","value":{"id":"feature-3","name":"Custom audit exports","adoption":19,"released":"May 2026"}}
+{"op":"add","path":"/elements/admin-actions","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["admin-action-copy","invite-dialog"]}}
+{"op":"add","path":"/elements/admin-action-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["admin-action-title","admin-action-detail"]}}
+{"op":"add","path":"/elements/admin-action-title","value":{"type":"TextContent","props":{"text":"Admin access","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/admin-action-detail","value":{"type":"TextContent","props":{"text":"Invite a teammate to help manage billing, customers, and reporting.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invite-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an administrator invitation by email.","triggerVariant":"default","content":["invite-form"]},"children":[]}}
+{"op":"add","path":"/elements/invite-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-buttons","fields":["invite-email-control"]},"children":[]}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Admin email","hint":"They will receive an email invitation.","input":"invite-email"},"children":[]}}
+{"op":"add","path":"/elements/invite-email","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-buttons","value":{"type":"Buttons","props":{"buttons":["send-invite-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-invite-button","value":{"type":"Button","props":{"label":"Send invitation","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteStatus","value":"Invitation sent"}}},"children":[]}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r2.txt
new file mode 100644
index 000000000..88094cce5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r2.txt
@@ -0,0 +1,101 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","reporting-controls","revenue-section","growth-section","customers-section","operations-section","product-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"l"},"children":["title-stack","invite-admin"]}}
+{"op":"add","path":"/elements/title-stack","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Admin overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Monitor revenue, customer health, adoption, and team capacity.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite an administrator","description":"Send an invitation to a teammate who needs full administrative access.","content":["invite-email-field","invite-role-note"],"triggerVariant":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-field","value":{"type":"FormControl","props":{"label":"Email address","hint":"The invite will be sent immediately.","input":"invite-email-input"},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"inviteAdminEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteAdminEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteAdminEmail","value":""}
+{"op":"add","path":"/elements/invite-role-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Administrator access","description":"Admins can manage billing, users, security settings, and reporting."},"children":[]}}
+{"op":"add","path":"/elements/reporting-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["reporting-period-control","reporting-note"]}}
+{"op":"add","path":"/elements/reporting-period-control","value":{"type":"FormControl","props":{"label":"Reporting period","hint":"Metrics update for the selected period.","input":"reporting-period-select"},"children":[]}}
+{"op":"add","path":"/elements/reporting-period-select","value":{"type":"Select","props":{"name":"reportingPeriod","items":["period-30","period-quarter","period-ytd","period-year"],"value":{"$bindState":"/reportingPeriod"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/state/reportingPeriod","value":"last_90_days"}
+{"op":"add","path":"/elements/period-30","value":{"type":"SelectItem","props":{"value":"last_30_days","label":"Last 30 days"},"children":[]}}
+{"op":"add","path":"/elements/period-quarter","value":{"type":"SelectItem","props":{"value":"last_90_days","label":"Last 90 days"},"children":[]}}
+{"op":"add","path":"/elements/period-ytd","value":{"type":"SelectItem","props":{"value":"year_to_date","label":"Year to date"},"children":[]}}
+{"op":"add","path":"/elements/period-year","value":{"type":"SelectItem","props":{"value":"last_12_months","label":"Last 12 months"},"children":[]}}
+{"op":"add","path":"/elements/reporting-note","value":{"type":"TextContent","props":{"text":{"$template":"Showing data for: ${/reportingPeriod}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/revenue-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["revenue-heading","revenue-metrics"]}}
+{"op":"add","path":"/elements/revenue-heading","value":{"type":"Heading","props":{"text":"Revenue performance","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/revenue-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["mrr-card","arr-card","churn-card","nps-card"]}}
+{"op":"add","path":"/elements/mrr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["mrr-label","mrr-value","mrr-note"]}}
+{"op":"add","path":"/elements/mrr-label","value":{"type":"TextContent","props":{"text":"Monthly recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/mrr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/mrr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"mrr":"$248,640","arr":"$2.98M","churn":"1.8%","nps":"54","signups90":"486","seatUtilization":78}}
+{"op":"add","path":"/elements/mrr-note","value":{"type":"TextCallout","props":{"variant":"success","title":"+8.4%","description":"Compared with the previous period"},"children":[]}}
+{"op":"add","path":"/elements/arr-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["arr-label","arr-value","arr-note"]}}
+{"op":"add","path":"/elements/arr-label","value":{"type":"TextContent","props":{"text":"Annual recurring revenue","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/arr-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/arr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/arr-note","value":{"type":"TextContent","props":{"text":"Forecast based on current subscriptions","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/churn-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["churn-label","churn-value","churn-note"]}}
+{"op":"add","path":"/elements/churn-label","value":{"type":"TextContent","props":{"text":"Churn this month","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/churn-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/churn"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/churn-note","value":{"type":"TextCallout","props":{"variant":"warning","title":"4 accounts lost","description":"Two cancellations cited budget constraints"},"children":[]}}
+{"op":"add","path":"/elements/nps-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["nps-label","nps-value","nps-note"]}}
+{"op":"add","path":"/elements/nps-label","value":{"type":"TextContent","props":{"text":"Current NPS","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/nps-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/nps"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/nps-note","value":{"type":"TextCallout","props":{"variant":"success","title":"Excellent","description":"Based on 312 responses this quarter"},"children":[]}}
+{"op":"add","path":"/elements/growth-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["growth-heading","growth-grid"]}}
+{"op":"add","path":"/elements/growth-heading","value":{"type":"Heading","props":{"text":"Growth and capacity","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/growth-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["signups-card","plan-split-card","seat-utilization-card"]}}
+{"op":"add","path":"/elements/signups-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["signups-title","signups-value","signups-chart"]}}
+{"op":"add","path":"/elements/signups-title","value":{"type":"TextContent","props":{"text":"New signups · past 90 days","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/signups-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/signups90"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/signups-chart","value":{"type":"LineChart","props":{"labels":["Jun","Jul","Aug"],"series":["signup-series"],"variant":"natural","xLabel":"Month","yLabel":"Signups"},"children":[]}}
+{"op":"add","path":"/elements/signup-series","value":{"type":"Series","props":{"category":"New signups","values":[142,161,183]},"children":[]}}
+{"op":"add","path":"/elements/plan-split-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["plan-split-title","plan-split-chart"]}}
+{"op":"add","path":"/elements/plan-split-title","value":{"type":"TextContent","props":{"text":"Customers by plan","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/plan-split-chart","value":{"type":"PieChart","props":{"labels":["Starter","Growth","Scale","Enterprise"],"values":[428,276,119,37],"variant":"donut","appearance":"circular"},"children":[]}}
+{"op":"add","path":"/elements/seat-utilization-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["seat-title","seat-progress","seat-summary"]}}
+{"op":"add","path":"/elements/seat-title","value":{"type":"TextContent","props":{"text":"Seat utilization across the company","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/seat-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/seatUtilization"},"label":"78% of purchased seats assigned"},"children":[]}}
+{"op":"add","path":"/elements/seat-summary","value":{"type":"TextContent","props":{"text":"12,480 of 16,000 seats are active; 3,520 remain available.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/customers-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["customers-heading","largest-customers-table"]}}
+{"op":"add","path":"/elements/customers-heading","value":{"type":"Heading","props":{"text":"Largest customers","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/largest-customers-table","value":{"type":"Table","props":{"columns":["customer-name-col","customer-plan-col","customer-seats-col","customer-spend-col"]},"children":[]}}
+{"op":"add","path":"/elements/customer-name-col","value":{"type":"Col","props":{"label":"Customer","data":{"$state":"/largestCustomers/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/largestCustomers","value":{"names":["Northstar Health","Apex Logistics","Cedar & Co.","Brightline Media","Orion Financial","HarborWorks","Veridian Labs","Summit Retail","Atlas Education","Mosaic Systems"],"plans":["Enterprise","Enterprise","Scale","Enterprise","Enterprise","Scale","Growth","Scale","Growth","Scale"],"seats":[840,620,510,460,420,380,340,310,285,260],"spend":["$42,000","$31,000","$20,400","$23,000","$37,800","$15,200","$10,200","$12,400","$8,550","$10,400"]}}
+{"op":"add","path":"/elements/customer-plan-col","value":{"type":"Col","props":{"label":"Plan","data":{"$state":"/largestCustomers/plans"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/customer-seats-col","value":{"type":"Col","props":{"label":"Seats","data":{"$state":"/largestCustomers/seats"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/customer-spend-col","value":{"type":"Col","props":{"label":"Monthly spend","data":{"$state":"/largestCustomers/spend"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["operations-heading","operations-grid"]}}
+{"op":"add","path":"/elements/operations-heading","value":{"type":"Heading","props":{"text":"Customer health and billing","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"start","wrap":true},"children":["at-risk-card","failed-payments-card"]}}
+{"op":"add","path":"/elements/at-risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["at-risk-title","at-risk-list"]}}
+{"op":"add","path":"/elements/at-risk-title","value":{"type":"TextContent","props":{"text":"Accounts at risk","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["at-risk-row"]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"risk-1","name":"Pioneer Analytics","reason":"Usage dropped 46% in the last 30 days","severity":"warning"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"risk-2","name":"Kiteworks Studio","reason":"Renewal is due in 14 days with no champion activity","severity":"danger"}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"id":"risk-3","name":"Lumen Partners","reason":"Support satisfaction fell below target","severity":"warning"}}
+{"op":"add","path":"/elements/at-risk-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["at-risk-name","at-risk-reason"]}}
+{"op":"add","path":"/elements/at-risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/at-risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/failed-payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["failed-payments-title","failed-payments-list"]}}
+{"op":"add","path":"/elements/failed-payments-title","value":{"type":"TextContent","props":{"text":"Failed payments","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/failed-payments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-row"]}}
+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"payment-1","customer":"Redwood Capital","amount":"$4,800","reason":"Card expired","status":"Needs retry"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"payment-2","customer":"Nova Design Group","amount":"$1,250","reason":"Insufficient funds","status":"Needs retry"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"payment-3","customer":"Fieldstone Legal","amount":"$2,900","reason":"Payment processor declined","status":"Needs retry"}}
+{"op":"add","path":"/elements/payment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["payment-details","retry-payment-button"]}}
+{"op":"add","path":"/elements/payment-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["payment-customer","payment-reason"]}}
+{"op":"add","path":"/elements/payment-customer","value":{"type":"TextContent","props":{"text":{"$template":"${customer} · ${amount}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/payment-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/retry-payment-button","value":{"type":"Button","props":{"label":"Retry payment","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":{"$item":"status"},"value":"Retry requested"}}},"children":[]}}
+{"op":"add","path":"/elements/product-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["product-heading","adoption-card"]}}
+{"op":"add","path":"/elements/product-heading","value":{"type":"Heading","props":{"text":"Product adoption","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["adoption-intro","feature-adoption-list"]}}
+{"op":"add","path":"/elements/adoption-intro","value":{"type":"TextContent","props":{"text":"Adoption of the three newest features, measured as the percentage of active accounts using each feature in the last 30 days.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"repeat":{"statePath":"/featureAdoption","key":"id"},"children":["feature-adoption-row"]}}
+{"op":"add","path":"/state/featureAdoption","value":[]}
+{"op":"add","path":"/state/featureAdoption/0","value":{"id":"feature-1","name":"Workflow Automations","released":"Released 6 weeks ago","adoption":62}}
+{"op":"add","path":"/state/featureAdoption/1","value":{"id":"feature-2","name":"Executive Dashboards","released":"Released 4 weeks ago","adoption":44}}
+{"op":"add","path":"/state/featureAdoption/2","value":{"id":"feature-3","name":"AI Summary Assistant","released":"Released 2 weeks ago","adoption":27}}
+{"op":"add","path":"/elements/feature-adoption-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["feature-name","feature-release","feature-progress"]}}
+{"op":"add","path":"/elements/feature-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/feature-release","value":{"type":"TextContent","props":{"text":{"$item":"released"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/feature-progress","value":{"type":"Progress","props":{"value":{"$item":"adoption"},"label":{"$template":"${adoption}% of active accounts"}}, "children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r3.txt
new file mode 100644
index 000000000..854c8e899
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r3.txt
@@ -0,0 +1,123 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","period-controls","revenue-section","growth-section","customers-section","operations-section","product-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["page-title","invite-admin"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Admin overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Revenue, customer health, product adoption, and operational activity in one place.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an invitation to manage billing, customers, and reporting.","triggerVariant":"default","content":["invite-email-control","invite-role-control","invite-note"]},"children":[]}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Admin email","hint":"They will receive an email invitation.","input":"invite-email"},"children":[]}}
+{"op":"add","path":"/elements/invite-email","value":{"type":"Input","props":{"name":"inviteEmail","type":"email","placeholder":"admin@company.com","value":{"$bindState":"/inviteEmail"}},"children":[]}}
+{"op":"add","path":"/state/inviteEmail","value":""}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role"},"children":[]}}
+{"op":"add","path":"/elements/invite-role","value":{"type":"Select","props":{"name":"inviteRole","items":["invite-role-owner","invite-role-admin"],"value":{"$bindState":"/inviteRole"}},"children":[]}}
+{"op":"add","path":"/elements/invite-role-owner","value":{"type":"SelectItem","props":{"value":"Owner","label":"Owner"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-admin","value":{"type":"SelectItem","props":{"value":"Admin","label":"Admin"},"children":[]}}
+{"op":"add","path":"/state/inviteRole","value":"Admin"}
+{"op":"add","path":"/elements/invite-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Secure access","description":"Invited admins must accept the invitation before they can access this workspace."},"children":[]}}
+{"op":"add","path":"/elements/period-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["period-label","period-select"]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r4.txt
new file mode 100644
index 000000000..ce9bd74cd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b4-saas__r4.txt
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+{"op":"add","path":"/elements/customer-col","value":{"type":"Col","props":{"label":"Customer","data":{"$state":"/largestCustomers/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/largestCustomers","value":{"names":["Northstar Labs","Cedar & Co.","Atlas Freight","Brightline Health","Vantage Systems","Harbor Financial","LoopWorks","Summit Education","Veridian Energy","Kite Commerce"],"plans":["Enterprise","Enterprise","Scale","Enterprise","Scale","Enterprise","Growth","Scale","Enterprise","Growth"],"seats":[840,612,488,421,395,372,338,306,284,261],"spend":["$18,900/mo","$15,300/mo","$11,760/mo","$10,525/mo","$9,875/mo","$9,300/mo","$7,436/mo","$7,344/mo","$7,100/mo","$5,742/mo"]}}
+{"op":"add","path":"/elements/plan-col","value":{"type":"Col","props":{"label":"Plan","data":{"$state":"/largestCustomers/plans"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/seats-col","value":{"type":"Col","props":{"label":"Seats","data":{"$state":"/largestCustomers/seats"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/spend-col","value":{"type":"Col","props":{"label":"Monthly spend","data":{"$state":"/largestCustomers/spend"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["operations-heading","risk-and-payments"]}}
+{"op":"add","path":"/elements/operations-heading","value":{"type":"Heading","props":{"text":"Customer operations","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/risk-and-payments","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["risk-card","payments-card"]}}
+{"op":"add","path":"/elements/risk-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-heading","risk-list"]}}
+{"op":"add","path":"/elements/risk-heading","value":{"type":"Heading","props":{"text":"Accounts at risk","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/atRiskAccounts","key":"id"},"children":["risk-row"]}}
+{"op":"add","path":"/elements/risk-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["risk-name","risk-reason","risk-badge"]}}
+{"op":"add","path":"/elements/risk-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/risk-reason","value":{"type":"TextContent","props":{"text":{"$item":"reason"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/risk-badge","value":{"type":"Badge","props":{"text":{"$item":"riskLevel"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/atRiskAccounts","value":[]}
+{"op":"add","path":"/state/atRiskAccounts/0","value":{"id":"risk-1","name":"Meridian Legal","reason":"Weekly active seats down 46% over the last 30 days.","riskLevel":"High risk"}}
+{"op":"add","path":"/state/atRiskAccounts/1","value":{"id":"risk-2","name":"Oakwell Retail","reason":"Renewal is in 21 days and the champion has not logged in.","riskLevel":"High risk"}}
+{"op":"add","path":"/state/atRiskAccounts/2","value":{"id":"risk-3","name":"Pioneer Studio","reason":"Support satisfaction fell below target after three open tickets.","riskLevel":"Medium risk"}}
+{"op":"add","path":"/elements/payments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["payments-heading","payments-list"]}}
+{"op":"add","path":"/elements/payments-heading","value":{"type":"Heading","props":{"text":"Failed payments","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/payments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/failedPayments","key":"id"},"children":["payment-row"]}}
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+{"op":"add","path":"/elements/payment-meta","value":{"type":"TextContent","props":{"text":{"$template":"${amount} · ${failureReason}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/failedPayments","value":[]}
+{"op":"add","path":"/state/failedPayments/0","value":{"id":"payment-1","customer":"Bluebird Manufacturing","amount":"$2,400","failureReason":"Card expired","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/1","value":{"id":"payment-2","customer":"Wavelength Media","amount":"$1,250","failureReason":"Insufficient funds","status":"Failed"}}
+{"op":"add","path":"/state/failedPayments/2","value":{"id":"payment-3","customer":"Crestpoint Advisors","amount":"$890","failureReason":"Payment authorization declined","status":"Failed"}}
+{"op":"add","path":"/elements/product-section","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["product-heading","feature-adoption-list"]}}
+{"op":"add","path":"/elements/product-heading","value":{"type":"Heading","props":{"text":"Newest feature adoption","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/featureAdoption","key":"id"},"children":["feature-adoption-card"]}}
+{"op":"add","path":"/elements/feature-adoption-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["feature-name","feature-description","feature-progress","feature-adoption-note"]}}
+{"op":"add","path":"/elements/feature-name","value":{"type":"Heading","props":{"text":{"$item":"name"},"level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/feature-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/feature-progress","value":{"type":"Progress","props":{"value":{"$item":"adoption"},"label":{"$template":"${adoption}% of eligible accounts adopted"}},"children":[]}}
+{"op":"add","path":"/elements/feature-adoption-note","value":{"type":"Badge","props":{"text":{"$template":"Launched ${launched}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/featureAdoption","value":[]}
+{"op":"add","path":"/state/featureAdoption/0","value":{"id":"feature-1","name":"Workflow Automations","description":"Automate recurring handoffs and account updates.","adoption":41,"launched":"18 days ago"}}
+{"op":"add","path":"/state/featureAdoption/1","value":{"id":"feature-2","name":"Revenue Forecasting","description":"Build pipeline-based recurring revenue forecasts.","adoption":29,"launched":"34 days ago"}}
+{"op":"add","path":"/state/featureAdoption/2","value":{"id":"feature-3","name":"Team Spaces","description":"Create dedicated workspaces for departments and projects.","adoption":18,"launched":"47 days ago"}}
+{"op":"add","path":"/elements/admin-actions","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["admin-action-copy","invite-admin-dialog"]}}
+{"op":"add","path":"/elements/admin-action-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["admin-action-heading","admin-action-description"]}}
+{"op":"add","path":"/elements/admin-action-heading","value":{"type":"Heading","props":{"text":"Admin access","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/admin-action-description","value":{"type":"TextContent","props":{"text":"Invite a teammate to manage billing, customer operations, and reporting.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Invite admin","title":"Invite another admin","description":"Send an administrator invitation with access to company settings and reporting.","triggerVariant":"default","content":["invite-admin-form"]},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-form","value":{"type":"Form","props":{"name":"inviteAdmin","buttons":"invite-admin-buttons","fields":["invite-email-control","invite-role-control"]},"children":[]}}
+{"op":"add","path":"/elements/invite-email-control","value":{"type":"FormControl","props":{"label":"Email address","input":"invite-email-input","hint":"We'll email an invitation link."},"children":[]}}
+{"op":"add","path":"/elements/invite-email-input","value":{"type":"Input","props":{"name":"inviteEmail","placeholder":"admin@company.com","type":"email","value":{"$bindState":"/inviteAdmin/email"}},"children":[]}}
+{"op":"add","path":"/state/inviteAdmin","value":{"email":"","role":"Admin"}}
+{"op":"add","path":"/elements/invite-role-control","value":{"type":"FormControl","props":{"label":"Role","input":"invite-role-select"},"children":[]}}
+{"op":"add","path":"/elements/invite-role-select","value":{"type":"Select","props":{"name":"inviteRole","items":["role-admin","role-billing"],"value":{"$bindState":"/inviteAdmin/role"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/role-admin","value":{"type":"SelectItem","props":{"value":"Admin","label":"Admin"},"children":[]}}
+{"op":"add","path":"/elements/role-billing","value":{"type":"SelectItem","props":{"value":"Billing admin","label":"Billing admin"},"children":[]}}
+{"op":"add","path":"/elements/invite-admin-buttons","value":{"type":"Buttons","props":{"buttons":["send-invite-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-invite-button","value":{"type":"Button","props":{"label":"Send invitation","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/inviteAdmin/sent","value":true}}},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r1.txt
new file mode 100644
index 000000000..10a423271
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r1.txt
@@ -0,0 +1,156 @@
+{"op":"add","path":"/root","value":"city-ops"}
+{"op":"add","path":"/elements/city-ops","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["ops-header","top-metrics","district-controls","operations-grid","incidents-section","dispatch-section","events-section","citizen-section","planning-section"]}}
+{"op":"add","path":"/elements/ops-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["ops-title","weather-card"]}}
+{"op":"add","path":"/elements/ops-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["ops-heading","ops-subtitle","live-tag"]}}
+{"op":"add","path":"/elements/ops-heading","value":{"type":"Heading","props":{"text":"City Operations Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/ops-subtitle","value":{"type":"TextContent","props":{"text":"Live overview of mobility, utilities, public safety, and resident services.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-tag","value":{"type":"Tag","props":{"text":"LIVE • Updated 10:42 AM","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["weather-heading","weather-details"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"TextContent","props":{"text":"Current weather","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/weather-details","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/condition} · ${/weather/temperature} · Wind ${/weather/wind}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"condition":"Partly cloudy","temperature":"24°C","wind":"14 km/h NW"}}
+{"op":"add","path":"/elements/top-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["congestion-metric","transit-metric","parking-metric","water-metric","backlog-metric"]}}
+{"op":"add","path":"/elements/congestion-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["congestion-label","congestion-value","congestion-status"]}}
+{"op":"add","path":"/elements/congestion-label","value":{"type":"TextContent","props":{"text":"Congestion right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/congestionScore}/100"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-status","value":{"type":"Badge","props":{"text":{"$state":"/metrics/congestionStatus"},"variant":"destructive"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"congestionScore":78,"congestionStatus":"Heavy on central corridors","transitPunctuality":"91.6%","parkingAvailability":"1,284 spaces","waterUse":"8.7 ML","serviceBacklog":"326 requests"}}
+{"op":"add","path":"/elements/transit-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["transit-label","transit-value","transit-status"]}}
+{"op":"add","path":"/elements/transit-label","value":{"type":"TextContent","props":{"text":"Transit punctuality","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/transitPunctuality"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/transit-status","value":{"type":"Badge","props":{"text":"Above target","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/parking-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["parking-label","parking-value","parking-status"]}}
+{"op":"add","path":"/elements/parking-label","value":{"type":"TextContent","props":{"text":"Downtown parking","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/parking-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/parkingAvailability"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/parking-status","value":{"type":"Badge","props":{"text":"42% available","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/water-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["water-label","water-value","water-status"]}}
+{"op":"add","path":"/elements/water-label","value":{"type":"TextContent","props":{"text":"Water use today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/waterUse"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-status","value":{"type":"Badge","props":{"text":"3% below forecast","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/backlog-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["backlog-label","backlog-value","backlog-status"]}}
+{"op":"add","path":"/elements/backlog-label","value":{"type":"TextContent","props":{"text":"Service request backlog","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/backlog-value","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/serviceBacklog"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/backlog-status","value":{"type":"Badge","props":{"text":"48 overdue","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/district-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["district-control","district-select","district-summary"]}}
+{"op":"add","path":"/elements/district-control","value":{"type":"TextContent","props":{"text":"Focus operations by district","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"Choose a district","items":["district-all","district-central","district-riverside","district-northside","district-harbor"],"value":{"$bindState":"/selectedDistrict"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/district-all","value":{"type":"SelectItem","props":{"value":"all","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/district-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/district-riverside","value":{"type":"SelectItem","props":{"value":"Riverside","label":"Riverside"},"children":[]}}
+{"op":"add","path":"/elements/district-northside","value":{"type":"SelectItem","props":{"value":"Northside","label":"Northside"},"children":[]}}
+{"op":"add","path":"/elements/district-harbor","value":{"type":"SelectItem","props":{"value":"Harbor","label":"Harbor"},"children":[]}}
+{"op":"add","path":"/elements/district-summary","value":{"type":"TextContent","props":{"text":{"$template":"Viewing: ${/selectedDistrict}"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"all"}
+{"op":"add","path":"/elements/operations-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["air-quality-card","energy-card","emergency-card","service-progress-card"]}}
+{"op":"add","path":"/elements/air-quality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["air-quality-header","air-quality-list"]}}
+{"op":"add","path":"/elements/air-quality-header","value":{"type":"CardHeader","props":{"title":"Air quality by district","subtitle":"AQI readings from 10:30 AM"},"children":[]}}
+{"op":"add","path":"/elements/air-quality-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/airQuality","key":"id"},"children":["air-quality-row"]}}
+{"op":"add","path":"/elements/air-quality-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["air-quality-district","air-quality-reading"]}}
+{"op":"add","path":"/elements/air-quality-district","value":{"type":"TextContent","props":{"text":{"$item":"district"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/air-quality-reading","value":{"type":"Tag","props":{"text":{"$template":"AQI ${aqi} · ${status}"},"variant":{"$cond":{"$item":"status","eq":"Good"},"$then":"success","$else":"warning"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/state/airQuality","value":[]}
+{"op":"add","path":"/state/airQuality/0","value":{"id":"aq1","district":"Central","aqi":62,"status":"Moderate"}}
+{"op":"add","path":"/state/airQuality/1","value":{"id":"aq2","district":"Riverside","aqi":38,"status":"Good"}}
+{"op":"add","path":"/state/airQuality/2","value":{"id":"aq3","district":"Northside","aqi":47,"status":"Good"}}
+{"op":"add","path":"/state/airQuality/3","value":{"id":"aq4","district":"Harbor","aqi":71,"status":"Moderate"}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["energy-header","energy-chart"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy use — past week","subtitle":"Citywide electricity demand (MWh)"},"children":[]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy use","values":[412,398,421,436,448,472,459]},"children":[]}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Mon","Tue","Wed","Thu","Fri","Sat","Sun"],"series":["energy-series"],"variant":"natural","xLabel":"Day","yLabel":"MWh"},"children":[]}}
+{"op":"add","path":"/elements/emergency-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["emergency-header","emergency-list"]}}
+{"op":"add","path":"/elements/emergency-header","value":{"type":"CardHeader","props":{"title":"Emergency vehicle deployment","subtitle":"Active units by location"},"children":[]}}
+{"op":"add","path":"/elements/emergency-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/emergencyDeployments","key":"id"},"children":["emergency-row"]}}
+{"op":"add","path":"/elements/emergency-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["emergency-unit","emergency-location"]}}
+{"op":"add","path":"/elements/emergency-unit","value":{"type":"TextContent","props":{"text":{"$template":"${unit} · ${status}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/emergency-location","value":{"type":"TextContent","props":{"text":{"$template":"${location} — ${assignment}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/emergencyDeployments","value":[]}
+{"op":"add","path":"/state/emergencyDeployments/0","value":{"id":"ev1","unit":"Medic 12","status":"On scene","location":"8th Ave & Pine St","assignment":"Medical response"}}
+{"op":"add","path":"/state/emergencyDeployments/1","value":{"id":"ev2","unit":"Engine 4","status":"Staged","location":"Harbor Station","assignment":"Fire coverage"}}
+{"op":"add","path":"/state/emergencyDeployments/2","value":{"id":"ev3","unit":"Patrol 23","status":"En route","location":"Riverside Park","assignment":"Event traffic control"}}
+{"op":"add","path":"/elements/service-progress-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["service-progress-header","service-progress"]}}
+{"op":"add","path":"/elements/service-progress-header","value":{"type":"CardHeader","props":{"title":"Service request backlog","subtitle":"Resolved within target today"},"children":[]}}
+{"op":"add","path":"/elements/service-progress","value":{"type":"Progress","props":{"value":74,"label":"74% of today's requests completed"},"children":[]}}
+{"op":"add","path":"/elements/incidents-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Prioritized by severity and operational impact"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
+{"op":"add","path":"/elements/incident-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["incident-details","incident-severity"]}}
+{"op":"add","path":"/elements/incident-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-location"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-location","value":{"type":"TextContent","props":{"text":{"$template":"${location} · Open ${opened}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$item":"severity","eq":"Critical"},"$then":"danger","$else":"warning"},"size":"md"},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc1","title":"Multi-vehicle collision","location":"Grand Blvd & 5th Street, Central","severity":"Critical","opened":"18 min ago"}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc2","title":"Water main pressure loss","location":"Maple Road, Northside","severity":"High","opened":"42 min ago"}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc3","title":"Signal outage","location":"Harbor Drive & Terminal Way, Harbor","severity":"High","opened":"1 hr ago"}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"inc4","title":"Debris blocking cycle lane","location":"Riverside Trail at Oak Bridge, Riverside","severity":"Moderate","opened":"1 hr 24 min ago"}}
+{"op":"add","path":"/elements/dispatch-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"start"},"children":["dispatch-card","alert-card"]}}
+{"op":"add","path":"/elements/dispatch-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["dispatch-header","dispatch-form"]}}
+{"op":"add","path":"/elements/dispatch-header","value":{"type":"CardHeader","props":{"title":"Dispatch a crew","subtitle":"Assign a field crew to an active issue"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatchCrew","fields":["crew-field","dispatch-location-field","dispatch-notes-field"],"buttons":"dispatch-buttons"},"children":[]}}
+{"op":"add","path":"/elements/crew-field","value":{"type":"FormControl","props":{"label":"Crew","input":"crew-select"},"children":[]}}
+{"op":"add","path":"/elements/crew-select","value":{"type":"Select","props":{"name":"crew","items":["crew-utilities","crew-traffic","crew-streets"],"value":{"$bindState":"/dispatch/crew"}},"children":[]}}
+{"op":"add","path":"/elements/crew-utilities","value":{"type":"SelectItem","props":{"value":"Utilities Crew 7","label":"Utilities Crew 7"},"children":[]}}
+{"op":"add","path":"/elements/crew-traffic","value":{"type":"SelectItem","props":{"value":"Traffic Response 3","label":"Traffic Response 3"},"children":[]}}
+{"op":"add","path":"/elements/crew-streets","value":{"type":"SelectItem","props":{"value":"Streets Crew 11","label":"Streets Crew 11"},"children":[]}}
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+{"op":"add","path":"/state/dispatch","value":{"crew":"Utilities Crew 7","location":"Maple Road water main pressure loss","notes":"Bring valve isolation equipment and traffic control signs.","status":""}}
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+{"op":"add","path":"/elements/alert-header","value":{"type":"CardHeader","props":{"title":"Send public alert","subtitle":"Publish a message to subscribed residents"},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"publicAlert","fields":["alert-message-field"],"buttons":"alert-buttons"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-field","value":{"type":"FormControl","props":{"label":"Alert message","input":"alert-message-input","hint":"Use clear location and safety guidance."},"children":[]}}
+{"op":"add","path":"/elements/alert-message-input","value":{"type":"TextArea","props":{"name":"alertMessage","placeholder":"Write an alert for the public…","rows":4,"value":{"$bindState":"/publicAlert/message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-send-button"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/publicAlert","value":{"message":"Expect delays near Grand Blvd and 5th Street while crews clear a collision. Please use alternate routes.","status":""}}
+{"op":"add","path":"/elements/events-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Public events this weekend","subtitle":"Events requiring city coordination"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/events","key":"id"},"children":["event-row"]}}
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+{"op":"add","path":"/elements/event-meta","value":{"type":"TextContent","props":{"text":{"$template":"${date} · ${location}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-attendance","value":{"type":"Badge","props":{"text":{"$template":"${attendance} expected"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"event1","name":"Riverside Summer Market","date":"Saturday, 9 AM–3 PM","location":"Riverside Park","attendance":"4,500"}}
+{"op":"add","path":"/state/events/1","value":{"id":"event2","name":"Harbor Night Run","date":"Saturday, 7 PM–10 PM","location":"Harbor Promenade","attendance":"2,100"}}
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+{"op":"add","path":"/elements/citizen-report-tag","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"info","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/citizenReports","value":[]}
+{"op":"add","path":"/state/citizenReports/0","value":{"id":"report1","report":"Streetlight flickering near bus stop","district":"Northside","time":"2 min ago","status":"New"}}
+{"op":"add","path":"/state/citizenReports/1","value":{"id":"report2","report":"Overflowing litter bin","district":"Central","time":"7 min ago","status":"Triaged"}}
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+{"op":"add","path":"/elements/roadworks-header","value":{"type":"CardHeader","props":{"title":"Roadworks planned this month","subtitle":"Scheduled traffic impacts"},"children":[]}}
+{"op":"add","path":"/elements/roadworks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/roadworks","key":"id"},"children":["roadwork-row"]}}
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+{"op":"add","path":"/state/roadworks","value":[]}
+{"op":"add","path":"/state/roadworks/0","value":{"id":"rw1","project":"Bridge deck resurfacing","dates":"Aug 19–28","location":"Oak Bridge, Riverside"}}
+{"op":"add","path":"/state/roadworks/1","value":{"id":"rw2","project":"Protected bike lane installation","dates":"Aug 22–Sep 5","location":"7th Avenue, Central"}}
+{"op":"add","path":"/state/roadworks/2","value":{"id":"rw3","project":"Utility trench restoration","dates":"Aug 26–30","location":"Harbor Drive, Harbor"}}
+{"op":"add","path":"/elements/maintenance-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["maintenance-header","maintenance-list"]}}
+{"op":"add","path":"/elements/maintenance-header","value":{"type":"CardHeader","props":{"title":"Infrastructure maintenance due","subtitle":"Jobs requiring action in the next 14 days"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/maintenanceJobs","key":"id"},"children":["maintenance-row"]}}
+{"op":"add","path":"/elements/maintenance-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["maintenance-details","maintenance-due"]}}
+{"op":"add","path":"/elements/maintenance-details","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["maintenance-title","maintenance-location"]}}
+{"op":"add","path":"/elements/maintenance-title","value":{"type":"TextContent","props":{"text":{"$item":"job"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-location","value":{"type":"TextContent","props":{"text":{"$item":"location"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-due","value":{"type":"Tag","props":{"text":{"$template":"Due ${due}"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/maintenanceJobs","value":[]}
+{"op":"add","path":"/state/maintenanceJobs/0","value":{"id":"mj1","job":"Pump station inspection","location":"Riverside Pump Station 2","due":"Aug 20"}}
+{"op":"add","path":"/state/maintenanceJobs/1","value":{"id":"mj2","job":"Traffic signal cabinet service","location":"Grand Blvd & 5th Street","due":"Aug 22"}}
+{"op":"add","path":"/state/maintenanceJobs/2","value":{"id":"mj3","job":"Bridge expansion joint assessment","location":"Northside Viaduct","due":"Aug 26"}}
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r2.txt
new file mode 100644
index 000000000..578b7c0fd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r2.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"ops-center"}
+{"op":"add","path":"/elements/ops-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-title","district-controls","weather-congestion-row","transit-air-row","energy-water-row","incidents-section","emergency-parking-row","events-reports-row","service-maintenance-row","roadworks-section","dispatch-alert-row"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-copy","system-status"]}}
+{"op":"add","path":"/elements/title-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["main-heading","subtitle"]}}
+{"op":"add","path":"/elements/main-heading","value":{"type":"Heading","props":{"text":"City Operations Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Live operational view • Tuesday, August 18 • 10:42 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/system-status","value":{"type":"Badge","props":{"text":"Systems operational","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/district-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["district-control","district-select","district-focus-note"]}}
+{"op":"add","path":"/elements/district-control","value":{"type":"TextContent","props":{"text":"District focus","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"districtFocus","placeholder":"Select a district","items":["district-all","district-central","district-riverside","district-north","district-east"],"value":{"$bindState":"/districtFocus"}},"children":[]}}
+{"op":"add","path":"/state/districtFocus","value":"all"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r3.txt
new file mode 100644
index 000000000..57ea2b341
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-city__r3.txt
@@ -0,0 +1,132 @@
+{"op":"add","path":"/root","value":"city-ops"}
+{"op":"add","path":"/elements/city-ops","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","controls","overview-row","analytics-row","operations-row","reports-row","planning-row"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["header-copy","weather-card"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle","status-tag"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"City Operations Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Live operational picture • Monday, 18 August 2026 • 09:42","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/status-tag","value":{"type":"Tag","props":{"text":"Systems operational","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/weather-card","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["weather-heading","weather-detail"]}}
+{"op":"add","path":"/elements/weather-heading","value":{"type":"TextContent","props":{"text":"Current weather","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/weather-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/weather/condition} • ${/weather/temperature}°C • Wind ${/weather/wind} km/h • Humidity ${/weather/humidity}%"},"size":"default"},"children":[]}}
+{"op":"add","path":"/state/weather","value":{"condition":"Partly cloudy","temperature":22,"wind":14,"humidity":58}}
+{"op":"add","path":"/elements/controls","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end","wrap":true},"children":["district-control","dispatch-dialog","alert-dialog"]}}
+{"op":"add","path":"/elements/district-control","value":{"type":"FormControl","props":{"label":"Focus district","hint":"Filter the operational view by district","input":"district-select"},"children":[]}}
+{"op":"add","path":"/elements/district-select","value":{"type":"Select","props":{"name":"district","placeholder":"All districts","items":["district-all","district-central","district-riverside","district-northside","district-harbor"],"value":{"$bindState":"/selectedDistrict"}},"children":[]}}
+{"op":"add","path":"/elements/district-all","value":{"type":"SelectItem","props":{"value":"All districts","label":"All districts"},"children":[]}}
+{"op":"add","path":"/elements/district-central","value":{"type":"SelectItem","props":{"value":"Central","label":"Central"},"children":[]}}
+{"op":"add","path":"/elements/district-riverside","value":{"type":"SelectItem","props":{"value":"Riverside","label":"Riverside"},"children":[]}}
+{"op":"add","path":"/elements/district-northside","value":{"type":"SelectItem","props":{"value":"Northside","label":"Northside"},"children":[]}}
+{"op":"add","path":"/elements/district-harbor","value":{"type":"SelectItem","props":{"value":"Harbor","label":"Harbor"},"children":[]}}
+{"op":"add","path":"/state/selectedDistrict","value":"All districts"}
+{"op":"add","path":"/elements/dispatch-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Dispatch crew","title":"Dispatch a field crew","description":"Assign a crew to an active incident or service request.","triggerVariant":"default","content":["dispatch-form"]},"children":[]}}
+{"op":"add","path":"/elements/dispatch-form","value":{"type":"Form","props":{"name":"dispatchCrew","fields":["dispatch-crew-control","dispatch-location-control","dispatch-notes-control"],"buttons":"dispatch-buttons"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-crew-control","value":{"type":"FormControl","props":{"label":"Crew","input":"dispatch-crew-select"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-crew-select","value":{"type":"Select","props":{"name":"crew","items":["crew-streets","crew-water","crew-electrical"],"value":{"$bindState":"/dispatch/crew"}},"children":[]}}
+{"op":"add","path":"/elements/crew-streets","value":{"type":"SelectItem","props":{"value":"Streets Unit 4","label":"Streets Unit 4"},"children":[]}}
+{"op":"add","path":"/elements/crew-water","value":{"type":"SelectItem","props":{"value":"Water Response 2","label":"Water Response 2"},"children":[]}}
+{"op":"add","path":"/elements/crew-electrical","value":{"type":"SelectItem","props":{"value":"Electrical Team 7","label":"Electrical Team 7"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-location-control","value":{"type":"FormControl","props":{"label":"Location or incident","input":"dispatch-location-input"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-location-input","value":{"type":"Input","props":{"name":"location","placeholder":"e.g. INC-2048 or 5th & Market","value":{"$bindState":"/dispatch/location"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes-control","value":{"type":"FormControl","props":{"label":"Dispatch notes","input":"dispatch-notes-input"},"children":[]}}
+{"op":"add","path":"/elements/dispatch-notes-input","value":{"type":"TextArea","props":{"name":"notes","placeholder":"Instructions for the crew","rows":3,"value":{"$bindState":"/dispatch/notes"}},"children":[]}}
+{"op":"add","path":"/elements/dispatch-buttons","value":{"type":"Buttons","props":{"direction":"row","buttons":["dispatch-submit"]},"children":[]}}
+{"op":"add","path":"/elements/dispatch-submit","value":{"type":"Button","props":{"label":"Send dispatch","variant":"primary"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/dispatch/status","value":"Crew dispatched"}}}}}
+{"op":"add","path":"/state/dispatch","value":{"crew":"Streets Unit 4","location":"","notes":"","status":""}}
+{"op":"add","path":"/elements/alert-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Send public alert","title":"Publish public alert","description":"This message will be sent to subscribed residents and city channels.","triggerVariant":"destructive","content":["alert-form"]},"children":[]}}
+{"op":"add","path":"/elements/alert-form","value":{"type":"Form","props":{"name":"publicAlert","fields":["alert-message-control"],"buttons":"alert-buttons"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-control","value":{"type":"FormControl","props":{"label":"Alert message","hint":"Keep messages clear and action-oriented.","input":"alert-message-input"},"children":[]}}
+{"op":"add","path":"/elements/alert-message-input","value":{"type":"TextArea","props":{"name":"message","placeholder":"Enter public safety message…","rows":4,"value":{"$bindState":"/publicAlert/message"}},"children":[]}}
+{"op":"add","path":"/elements/alert-buttons","value":{"type":"Buttons","props":{"buttons":["alert-submit"]},"children":[]}}
+{"op":"add","path":"/elements/alert-submit","value":{"type":"Button","props":{"label":"Send alert","variant":"primary","type":"destructive"},"children":[],"on":{"press":{"action":"setState","params":{"statePath":"/publicAlert/sent","value":true}}}}}
+{"op":"add","path":"/state/publicAlert","value":{"message":"","sent":false}}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["congestion-card","punctuality-card","parking-card","water-card"]}}
+{"op":"add","path":"/elements/congestion-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["congestion-title","congestion-value","congestion-note","congestion-progress"]}}
+{"op":"add","path":"/elements/congestion-title","value":{"type":"TextContent","props":{"text":"Congestion right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/congestion}% network congestion"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/congestion-note","value":{"type":"TextContent","props":{"text":"Highest delays: Central corridor and East Loop","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/congestion-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/congestion"},"label":"Moderate traffic"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"congestion":67,"punctuality":91,"parking":38,"waterUse":72,"serviceBacklog":184}}
+{"op":"add","path":"/elements/punctuality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["punctuality-title","punctuality-value","punctuality-note","punctuality-progress"]}}
+{"op":"add","path":"/elements/punctuality-title","value":{"type":"TextContent","props":{"text":"Transit punctuality","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/punctuality-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/punctuality}% on time"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/punctuality-note","value":{"type":"TextContent","props":{"text":"Bus 14 and Green Line recovering from earlier delays","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/punctuality-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/punctuality"},"label":"Citywide scheduled service"},"children":[]}}
+{"op":"add","path":"/elements/parking-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["parking-title","parking-value","parking-note","parking-progress"]}}
+{"op":"add","path":"/elements/parking-title","value":{"type":"TextContent","props":{"text":"Downtown parking availability","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/parking-value","value":{"type":"TextContent","props":{"text":{"$template":"${/metrics/parking}% spaces available"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/parking-note","value":{"type":"TextContent","props":{"text":"1,148 of 3,020 monitored spaces open","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/parking-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/parking"},"label":"Downtown garages and curbside"},"children":[]}}
+{"op":"add","path":"/elements/water-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["water-title","water-value","water-note","water-progress"]}}
+{"op":"add","path":"/elements/water-title","value":{"type":"TextContent","props":{"text":"Water use today","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-value","value":{"type":"TextContent","props":{"text":"72% of daily forecast","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/water-note","value":{"type":"TextContent","props":{"text":"412 ML consumed • 3% below seasonal baseline","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/water-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/waterUse"},"label":"Daily demand forecast"},"children":[]}}
+{"op":"add","path":"/elements/analytics-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["air-quality-card","energy-card"]}}
+{"op":"add","path":"/elements/air-quality-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["air-quality-header","air-quality-chart"]}}
+{"op":"add","path":"/elements/air-quality-header","value":{"type":"CardHeader","props":{"title":"Air quality by district","subtitle":"Current AQI — lower is better"},"children":[]}}
+{"op":"add","path":"/elements/air-quality-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Central","Riverside","Northside","Harbor","West End"],"series":["air-quality-series"],"xLabel":"AQI","yLabel":"District"},"children":[]}}
+{"op":"add","path":"/elements/air-quality-series","value":{"type":"Series","props":{"category":"AQI","values":[58,42,36,64,47]},"children":[]}}
+{"op":"add","path":"/elements/energy-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["energy-header","energy-chart"]}}
+{"op":"add","path":"/elements/energy-header","value":{"type":"CardHeader","props":{"title":"Energy use — past week","subtitle":"Municipal grid demand in MWh"},"children":[]}}
+{"op":"add","path":"/elements/energy-chart","value":{"type":"AreaChart","props":{"labels":["Tue","Wed","Thu","Fri","Sat","Sun","Mon"],"series":["energy-series"],"variant":"natural","xLabel":"Day","yLabel":"MWh"},"children":[]}}
+{"op":"add","path":"/elements/energy-series","value":{"type":"Series","props":{"category":"Energy use","values":[1280,1345,1318,1402,1190,1125,1370]},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true,"align":"stretch"},"children":["incidents-card","emergency-card","backlog-card"]}}
+{"op":"add","path":"/elements/incidents-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incidents-header","incidents-list"]}}
+{"op":"add","path":"/elements/incidents-header","value":{"type":"CardHeader","props":{"title":"Open incidents","subtitle":"Active city incidents with location and severity"},"children":[]}}
+{"op":"add","path":"/elements/incidents-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-row"]}}
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new file mode 100644
index 000000000..27428b281
--- /dev/null
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r1.txt
new file mode 100644
index 000000000..15c77d10e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r1.txt
@@ -0,0 +1,187 @@
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+{"op":"add","path":"/elements/donation-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["donation-details","donation-value"]}}
+{"op":"add","path":"/elements/donation-details","value":{"type":"TextContent","props":{"text":{"$template":"${donor}\n${item}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/donation-value","value":{"type":"Badge","props":{"text":{"$item":"value"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/donations","value":[]}
+{"op":"add","path":"/state/donations/0","value":{"id":"don-1","donor":"Harbor Foods Cooperative","item":"Bottled water and ready meals","value":"$18,500"}}
+{"op":"add","path":"/state/donations/1","value":{"id":"don-2","donor":"Community Relief Fund","item":"Cash contribution","value":"$42,000"}}
+{"op":"add","path":"/state/donations/2","value":{"id":"don-3","donor":"Northside Pharmacy","item":"First-aid supplies","value":"$7,200"}}
+{"op":"add","path":"/elements/aid-requests-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["aid-requests-header","aid-requests-list"]}}
+{"op":"add","path":"/elements/aid-requests-header","value":{"type":"CardHeader","props":{"title":"Aid requests awaiting action","subtitle":"Unassigned and pending review"},"children":[]}}
+{"op":"add","path":"/elements/aid-requests-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/aidRequests","key":"id"},"children":["aid-request-row"]}}
+{"op":"add","path":"/elements/aid-request-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["aid-request-details","aid-request-priority"]}}
+{"op":"add","path":"/elements/aid-request-details","value":{"type":"TextContent","props":{"text":{"$template":"${location}\n${request}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/aid-request-priority","value":{"type":"Tag","props":{"text":{"$item":"priority"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/aidRequests","value":[]}
+{"op":"add","path":"/state/aidRequests/0","value":{"id":"aid-1","location":"North Zone, Oak Street","request":"Wheelchair-accessible transport for 6 residents","priority":"High"}}
+{"op":"add","path":"/state/aidRequests/1","value":{"id":"aid-2","location":"Riverside Zone, Pier 4","request":"Sandbags and portable lighting","priority":"Critical"}}
+{"op":"add","path":"/state/aidRequests/2","value":{"id":"aid-3","location":"Central Zone, Ward 8","request":"Infant formula and hygiene kits","priority":"Moderate"}}
+{"op":"add","path":"/elements/communications-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["communications-header","communications-list"]}}
+{"op":"add","path":"/elements/communications-header","value":{"type":"CardHeader","props":{"title":"Communication channels","subtitle":"Network availability"},"children":[]}}
+{"op":"add","path":"/elements/communications-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/communications","key":"id"},"children":["communication-row"]}}
+{"op":"add","path":"/elements/communication-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s"},"children":["communication-name","communication-status"]}}
+{"op":"add","path":"/elements/communication-name","value":{"type":"TextContent","props":{"text":{"$template":"${channel}\n${detail}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/communication-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":"success","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/communications","value":[]}
+{"op":"add","path":"/state/communications/0","value":{"id":"com-1","channel":"Emergency radio network","detail":"VHF command channel","status":"Up"}}
+{"op":"add","path":"/state/communications/1","value":{"id":"com-2","channel":"Public alert system","detail":"SMS and push notifications","status":"Up"}}
+{"op":"add","path":"/state/communications/2","value":{"id":"com-3","channel":"North Zone repeater","detail":"Backup radio relay","status":"Degraded"}}
+{"op":"add","path":"/state/communications/3","value":{"id":"com-4","channel":"Satellite phone pool","detail":"12 devices available","status":"Up"}}
+{"op":"add","path":"/elements/roads-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["roads-header","roads-list"]}}
+{"op":"add","path":"/elements/roads-header","value":{"type":"CardHeader","props":{"title":"Road closures","subtitle":"Do not route response traffic through these areas"},"children":[]}}
+{"op":"add","path":"/elements/roads-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/roadClosures","key":"id"},"children":["road-row"]}}
+{"op":"add","path":"/elements/road-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["road-name","road-reason"]}}
+{"op":"add","path":"/elements/road-name","value":{"type":"TextContent","props":{"text":{"$item":"road"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/road-reason","value":{"type":"TextContent","props":{"text":{"$template":"${reason} · Expected review: ${reviewTime}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/roadClosures","value":[]}
+{"op":"add","path":"/state/roadClosures/0","value":{"id":"road-1","road":"Riverfront Drive","reason":"Flooded underpass","reviewTime":"16:00"}}
+{"op":"add","path":"/state/roadClosures/1","value":{"id":"road-2","road":"Highland Pass","reason":"Landslide debris","reviewTime":"18:30"}}
+{"op":"add","path":"/state/roadClosures/2","value":{"id":"road-3","road":"8th Street Bridge","reason":"Structural inspection","reviewTime":"17:15"}}
+{"op":"add","path":"/elements/tasks-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["tasks-header","tasks-list"]}}
+{"op":"add","path":"/elements/tasks-header","value":{"type":"CardHeader","props":{"title":"Open tasks","subtitle":"Assigned operational actions"},"children":[]}}
+{"op":"add","path":"/elements/tasks-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/tasks","key":"id"},"children":["task-row"]}}
+{"op":"add","path":"/elements/task-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["task-details","task-assignee"]}}
+{Jsiiuser to=assistant code
+{"op":"add","path":"/elements/task-details","value":{"type":"TextContent","props":{"text":{"$template":"${task}\nDue: ${due}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/task-assignee","value":{"type":"Badge","props":{"text":{"$template":"${assignee}"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/tasks","value":[]}
+{"op":"add","path":"/state/tasks/0","value":{"id":"task-1","task":"Confirm evacuation buses for Riverside Zone","assignee":"L. Morgan","due":"15:00"}}
+{"op":"add","path":"/state/tasks/1","value":{"id":"task-2","task":"Inspect generator fuel levels at shelters","assignee":"R. Patel","due":"15:30"}}
+{"op":"add","path":"/state/tasks/2","value":{"id":"task-3","task":"Issue multilingual flood safety update","assignee":"A. Nguyen","due":"14:45"}}
+{"op":"add","path":"/elements/forms-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"l","align":"start","wrap":true},"children":["resource-request-panel","broadcast-panel","sitrep-panel"]}}
+{"op":"add","path":"/elements/resource-request-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["resource-request-header","resource-request-form"]}}
+{"op":"add","path":"/elements/resource-request-header","value":{"type":"CardHeader","props":{"title":"Request more resources","subtitle":"Submit a prioritized deployment request"},"children":[]}}
+{"op":"add","path":"/elements/resource-request-form","value":{"type":"Form","props":{"name":"resource-request","fields":["resource-type-control","resource-quantity-control","resource-zone-control"],"buttons":"resource-request-buttons"},"children":[]}}
+{"op":"add","path":"/elements/resource-type-control","value":{"type":"FormControl","props":{"label":"Resource type","input":"resource-type-input"},"children":[]}}
+{"op":"add","path":"/elements/resource-type-input","value":{"type":"Input","props":{"name":"resourceType","placeholder":"e.g., Rescue boats","value":{"$bindState":"/resourceRequest/type"}},"children":[]}}
+{"op":"add","path":"/state/resourceRequest","value":{"type":"","quantity":"","zone":""}}
+{"op":"add","path":"/elements/resource-quantity-control","value":{"type":"FormControl","props":{"label":"Quantity","input":"resource-quantity-input"},"children":[]}}
+{"op":"add","path":"/elements/resource-quantity-input","value":{"type":"Input","props":{"name":"resourceQuantity","type":"number","placeholder":"0","value":{"$bindState":"/resourceRequest/quantity"}},"children":[]}}
+{"op":"add","path":"/elements/resource-zone-control","value":{"type":"FormControl","props":{"label":"Destination zone","input":"resource-zone-input"},"children":[]}}
+{"op":"add","path":"/elements/resource-zone-input","value":{"type":"Input","props":{"name":"resourceZone","placeholder":"Zone or staging area","value":{"$bindState":"/resourceRequest/zone"}},"children":[]}}
+{"op":"add","path":"/elements/resource-request-buttons","value":{"type":"Buttons","props":{"buttons":["submit-resource-request"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-resource-request","value":{"type":"Button","props":{"label":"Submit resource request","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/aidRequests","value":{"id":"$id","location":{"$state":"/resourceRequest/zone"},"request":{"$template":"${/resourceRequest/quantity} × ${/resourceRequest/type}"},"priority":"New"},"clearStatePath":"/resourceRequest/type"}}},"children":[]}}
+{"op":"add","path":"/elements/broadcast-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["broadcast-header","broadcast-form"]}}
+{"op":"add","path":"/elements/broadcast-header","value":{"type":"CardHeader","props":{"title":"Broadcast update","subtitle":"Send an operational message to response partners"},"children":[]}}
+{"op":"add","path":"/elements/broadcast-form","value":{"type":"Form","props":{"name":"broadcast-update","fields":["broadcast-message-control"],"buttons":"broadcast-buttons"},"children":[]}}
+{"op":"add","path":"/elements/broadcast-message-control","value":{"type":"FormControl","props":{"label":"Message","input":"broadcast-message-input","hint":"Use clear, actionable language."},"children":[]}}
+{"op":"add","path":"/elements/broadcast-message-input","value":{"type":"TextArea","props":{"name":"broadcastMessage","placeholder":"Enter update for all response channels…","rows":4,"value":{"$bindState":"/broadcastMessage"}},"children":[]}}
+{"op":"add","path":"/state/broadcastMessage","value":""}
+{"op":"add","path":"/elements/broadcast-buttons","value":{"type":"Buttons","props":{"buttons":["send-broadcast"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-broadcast","value":{"type":"Button","props":{"label":"Broadcast update","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/lastBroadcast","value":{"$state":"/broadcastMessage"}}}},"children":[]}}
+{"op":"add","path":"/state/lastBroadcast","value":""}
+{"op":"add","path":"/elements/sitrep-panel","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["sitrep-header","sitrep-form"]}}
+{"op":"add","path":"/elements/sitrep-header","value":{"type":"CardHeader","props":{"title":"File situation report","subtitle":"Record a concise field status update"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-form","value":{"type":"Form","props":{"name":"situation-report","fields":["sitrep-zone-control","sitrep-summary-control"],"buttons":"sitrep-buttons"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-zone-control","value":{"type":"FormControl","props":{"label":"Zone","input":"sitrep-zone-input"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-zone-input","value":{"type":"Input","props":{"name":"sitrepZone","placeholder":"Affected zone","value":{"$bindState":"/sitrep/zone"}},"children":[]}}
+{"op":"add","path":"/state/sitrep","value":{"zone":"","summary":""}}
+{"op":"add","path":"/elements/sitrep-summary-control","value":{"type":"FormControl","props":{"label":"Situation summary","input":"sitrep-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/sitrep-summary-input","value":{"type":"TextArea","props":{"name":"sitrepSummary","placeholder":"Impacts, actions taken, needs, and next steps…","rows":4,"value":{"$bindState":"/sitrep/summary"}},"children":[]}}
+{"op":"add","path":"/elements/sitrep-buttons","value":{"type":"Buttons","props":{"buttons":["submit-sitrep"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/submit-sitrep","value":{"type":"Button","props":{"label":"File situation report","variant":"primary","size":"medium"},"on":{"press":{"action":"pushState","params":{"statePath":"/situationReports","value":{"id":"$id","zone":{"$state":"/sitrep/zone"},"summary":{"$state":"/sitrep/summary"},"submittedAt":"Just now"},"clearStatePath":"/sitrep/summary"}}},"children":[]}}
+{"op":"add","path":"/state/situationReports","value":[]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r2.txt
new file mode 100644
index 000000000..df6038f93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r2.txt
@@ -0,0 +1,45 @@
+{"op":"add","path":"/root","value":"coordination-center"}
+{"op":"add","path":"/elements/coordination-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","severity-summary","zone-focus","incident-section","resources-section","shelter-section","routes-section","weather-section","impact-section","volunteers-section","donations-section","aid-section","communications-section","roads-section","hospitals-section","tasks-section","resource-request-section","broadcast-section","situation-report-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["header-copy","operational-status"]}}
+{"op":"add","path":"/elements/header-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Live operational picture • Updated 14:30 local time","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/operational-status","value":{"type":"Badge","props":{"text":"Multi-agency response active","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"s"},"children":["severity-heading","severity-callout","severity-tags"]}}
+{"op":"add","path":"/elements/severity-heading","value":{"type":"Heading","props":{"text":"Overall Severity Summary","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/severity-callout","value":{"type":"Alert","props":{"title":{"$template":"Overall status: ${/summary/level}"},"description":{"$state":"/summary/description"},"variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"level":"SEVERE","description":"Flooding and wind damage continue across three zones. Prioritize life safety, shelter capacity, and route clearance."}}
+{"op":"add","path":"/elements/severity-tags","value":{"type":"TagBlock","props":{"tags":{"$state":"/summary/tags"}},"children":[]}}
+{"op":"add","path":"/state/summary/tags","value":["12 active incidents","3 critical","4 routes restricted","2 hospitals near capacity"]}}
+{"op":"add","path":"/elements/zone-focus","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["zone-focus-heading","zone-select-control"]}}
+{"op":"add","path":"/elements/zone-focus-heading","value":{"type":"Heading","props":{"text":"Operational Focus","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/zone-select-control","value":{"type":"FormControl","props":{"label":"Focus dashboard on zone","hint":"Select a zone to prioritize coordination details.","input":"zone-select"},"children":[]}}
+{"op":"add","path":"/elements/zone-select","value":{"type":"Select","props":{"name":"focusZone","placeholder":"All zones","items":["zone-all","zone-north","zone-river","zone-east","zone-south"],"value":{"$bindState":"/focusZone"}},"children":[]}}
+{"op":"add","path":"/elements/zone-all","value":{"type":"SelectItem","props":{"value":"All Zones","label":"All Zones"},"children":[]}}
+{"op":"add","path":"/elements/zone-north","value":{"type":"SelectItem","props":{"value":"North District","label":"North District"},"children":[]}}
+{"op":"add","path":"/elements/zone-river","value":{"type":"SelectItem","props":{"value":"River Corridor","label":"River Corridor"},"children":[]}}
+{"op":"add","path":"/elements/zone-east","value":{"type":"SelectItem","props":{"value":"East Industrial","label":"East Industrial"},"children":[]}}
+{"op":"add","path":"/elements/zone-south","value":{"type":"SelectItem","props":{"value":"South Valley","label":"South Valley"},"children":[]}}
+{"op":"add","path":"/state/focusZone","value":"All Zones"}
+{"op":"add","path":"/elements/incident-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["incident-heading","incident-list"]}}
+{"op":"add","path":"/elements/incident-heading","value":{"type":"Heading","props":{"text":"Active Incidents by Zone","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/incident-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/incidents","key":"id"},"children":["incident-item"]}}
+{"op":"add","path":"/elements/incident-item","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["incident-copy","incident-severity"]}}
+{"op":"add","path":"/elements/incident-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["incident-title","incident-detail"]}}
+{"op":"add","path":"/elements/incident-title","value":{"type":"TextContent","props":{"text":{"$template":"${zone} — ${title}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/incident-detail","value":{"type":"TextContent","props":{"text":{"$template":"${status} • ${responders} responders assigned"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/incident-severity","value":{"type":"Tag","props":{"text":{"$item":"severity"},"variant":{"$cond":{"$state":"/focusZone","eq":"unused"},"$then":"neutral","$else":"danger"}},"children":[]}}
+{"op":"add","path":"/state/incidents","value":[]}
+{"op":"add","path":"/state/incidents/0","value":{"id":"inc-01","zone":"North District","title":"Apartment complex fire","severity":"Critical","status":"Fire contained; search in progress","responders":24}}
+{"op":"add","path":"/state/incidents/1","value":{"id":"inc-02","zone":"River Corridor","title":"Flash flooding at Riverside Estates","severity":"High","status":"Evacuation underway","responders":31}}
+{"op":"add","path":"/state/incidents/2","value":{"id":"inc-03","zone":"East Industrial","title":"Hazardous materials spill","severity":"High","status":"Perimeter secured; cleanup pending","responders":18}}
+{"op":"add","path":"/state/incidents/3","value":{"id":"inc-04","zone":"South Valley","title":"Power outage affecting care homes","severity":"Moderate","status":"Generators being deployed","responders":12}}
+{"op":"add","path":"/elements/resources-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["resources-heading","resources-table"]}}
+{"op":"add","path":"/elements/resources-heading","value":{"type":"Heading","props":{"text":"Available Resources","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/resources-table","value":{"type":"Table","props":{"columns":["resource-type-col","resource-available-col","resource-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/resource-type-col","value":{"type":"Col","props":{"label":"Resource","data":{"$state":"/resources/types"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/resources/types","value":["Vehicles","Personnel","Supplies"]}
+{"op":"add","path":"/elements/resource-available-col","value":{"type":"Col","props":{"label":"Available","data":{"$state":"/resources/available"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/resources/available","value":[38,146,8200]}
+{"op":"add","path":"/elements/resource-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/resources/status"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/resources/status","value":["12 ambulances, 18 high-water vehicles, 8 buses","Fire, medical, logistics, and law enforcement teams","Meals, water, blankets, medical kits"]}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r3.txt
new file mode 100644
index 000000000..506e1b211
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r3.txt
@@ -0,0 +1,20 @@
+{"op":"add","path":"/root","value":"command-center"}
+{"op":"add","path":"/elements/command-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","severity-summary","control-panel","incidents-section","resources-section","shelters-section","routes-weather-row","impact-volunteers-row","donations-requests-row","communications-roads-row","hospitals-tasks-row","reporting-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","command-status"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Emergency Response Coordination Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Operational picture • Updated 08:30 local time","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/command-status","value":{"type":"Tag","props":{"text":"Level 3 Activation","variant":"danger","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/severity-summary","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"around","align":"center","gap":"m","wrap":true},"children":["severity-title","critical-count","high-count","moderate-count","people-rescued","casualties"]}}
+{"op":"add","path":"/elements/severity-title","value":{"type":"TextContent","props":{"text":"Overall Severity","size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/critical-count","value":{"type":"Tag","props":{"text":{"$template":"Critical: ${/summary/criticalIncidents}"},"variant":"danger","size":"lg"},"children":[]}}
+{"op":"add","path":"/state/summary","value":{"criticalIncidents":2,"highIncidents":3,"moderateIncidents":4,"rescued":186,"casualties":12}}
+{"op":"add","path":"/elements/high-count","value":{"type":"Tag","props":{"text":{"$template":"High: ${/summary/highIncidents}"},"variant":"warning","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/moderate-count","value":{"type":"Tag","props":{"text":{"$template":"Moderate: ${/summary/moderateIncidents}"},"variant":"info","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/people-rescued","value":{"type":"TextContent","props":{"text":{"$template":"People rescued: **${/summary/rescued}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/casualties","value":{"type":"TextContent","props":{"text":{"$template":"Casualties reported: **${/summary/casualties}**"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/control-panel","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"l","wrap":true,"align":"end"},"children":["zone-focus-control","resource-request-form","broadcast-form"]}}
+{"op":"add","path":"/elements/zone-focus-control","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"children":["zone-focus-heading","zone-focus-select"]}}
+{"op":"add","path":"/elements/zone-focus-heading","value":{"type":"Heading","props":{"text":"Focus operational view","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/zone-focus-select","value":{"type":"Select","props":{"name":"focusZone","placeholder":"Select a zone","items":["zone-all","zone-north","zone-east","zone-south","zone-west"],"value":{"$bindState":"/focusZone"}},"children":[]}}
+{"op":"add","path":"/state/focusZone","value":"all"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r4.txt
new file mode 100644
index 000000000..cd9ccacba
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-disaster__r4.txt
@@ -0,0 +1,8 @@
+{"op":"add","path":"/root","value":"coordination-center"}
+{"op":"add","path":"/elements/coordination-center","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","severity-summary","focus-zone-panel","operations-grid","resources-grid","forms-grid"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["title-block","incident-status"]}}
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index 000000000..13a06ce9f
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index 000000000..632487633
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index 000000000..6f368bc0c
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new file mode 100644
index 000000000..d74c22034
--- /dev/null
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new file mode 100644
index 000000000..544832ff2
--- /dev/null
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index 000000000..9d9ccf810
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r1.txt
new file mode 100644
index 000000000..db6a909ee
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r1.txt
@@ -0,0 +1,142 @@
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+{"op":"add","path":"/state/patchNotesSaved","value":false}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r2.txt
new file mode 100644
index 000000000..18d6493d5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r2.txt
@@ -0,0 +1,123 @@
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+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Asterfall Online · Real-time player, economy, stability, and community operations"},"children":[]}}
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+{"op":"add","path":"/state/focusedRegionLabel","value":"Global overview"}
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+{"op":"add","path":"/elements/monthly-active","value":{"type":"TextContent","props":{"text":{"$template":"MAU  ${/metrics/monthlyActive}"},"size":"small"},"children":[]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r3.txt
new file mode 100644
index 000000000..dfa5bc1c8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r3.txt
@@ -0,0 +1,143 @@
+{"op":"add","path":"/root","value":"liveops-root"}
+{"op":"add","path":"/elements/liveops-root","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","focus-controls","kpi-grid","session-section","operations-row","commerce-row","quality-row","events-row","workflow-row"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-stack","hotfix-dialog"]}}
+{"op":"add","path":"/elements/title-stack","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Live Ops Command Center","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Real-time player health, economy, events, and release operations.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Ship hotfix","title":"Ship hotfix","description":"Prepare an emergency production deployment for the selected region.","triggerVariant":"destructive","content":["hotfix-form"]},"children":[]}}
+{"op":"add","path":"/elements/hotfix-form","value":{"type":"Form","props":{"name":"hotfix","buttons":"hotfix-buttons","fields":["hotfix-version-control","hotfix-summary-control","hotfix-region-control"]},"children":[]}}
+{"op":"add","path":"/elements/hotfix-version-control","value":{"type":"FormControl","props":{"label":"Build version","input":"hotfix-version-input","hint":"Use a validated production build."},"children":[]}}
+{"op":"add","path":"/elements/hotfix-version-input","value":{"type":"Input","props":{"name":"hotfixVersion","placeholder":"e.g. 3.8.2-hotfix.1","value":{"$bindState":"/hotfix/version"}},"children":[]}}
+{"op":"add","path":"/state/hotfix","value":{"version":"","summary":"","region":"global"}}
+{"op":"add","path":"/elements/hotfix-summary-control","value":{"type":"FormControl","props":{"label":"Release summary","input":"hotfix-summary-input"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-summary-input","value":{"type":"TextArea","props":{"name":"hotfixSummary","placeholder":"Describe the player-facing fix and rollback plan.","rows":3,"value":{"$bindState":"/hotfix/summary"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-control","value":{"type":"FormControl","props":{"label":"Deployment scope","input":"hotfix-region-select"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-select","value":{"type":"Select","props":{"name":"hotfixRegion","items":["hotfix-region-global","hotfix-region-na","hotfix-region-eu","hotfix-region-apac"],"value":{"$bindState":"/hotfix/region"}},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-global","value":{"type":"SelectItem","props":{"value":"global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-na","value":{"type":"SelectItem","props":{"value":"na","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-eu","value":{"type":"SelectItem","props":{"value":"eu","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-region-apac","value":{"type":"SelectItem","props":{"value":"apac","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-buttons","value":{"type":"Buttons","props":{"buttons":["hotfix-cancel","hotfix-ship"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-cancel","value":{"type":"Button","props":{"label":"Save draft","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/hotfix-ship","value":{"type":"Button","props":{"label":"Deploy hotfix","variant":"primary","type":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/focus-controls","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m","wrap":true},"children":["focus-copy","region-buttons"]}}
+{"op":"add","path":"/elements/focus-copy","value":{"type":"TextContent","props":{"text":{"$template":"Operational focus: ${/focusedRegion}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/state/focusedRegion","value":"Global"}
+{"op":"add","path":"/elements/region-buttons","value":{"type":"Buttons","props":{"buttons":["focus-global","focus-na","focus-eu","focus-apac"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/focus-global","value":{"type":"Button","props":{"label":"Global","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":"Global"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-na","value":{"type":"Button","props":{"label":"North America","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":"North America"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-eu","value":{"type":"Button","props":{"label":"Europe","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":"Europe"}}},"children":[]}}
+{"op":"add","path":"/elements/focus-apac","value":{"type":"Button","props":{"label":"Asia Pacific","variant":"secondary","size":"small"},"on":{"press":{"action":"setState","params":{"statePath":"/focusedRegion","value":"Asia Pacific"}}},"children":[]}}
+{"op":"add","path":"/elements/kpi-grid","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["kpi-online","kpi-active","kpi-revenue","kpi-arpu"]}}
+{"op":"add","path":"/elements/kpi-online","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-online-label","kpi-online-value","kpi-online-status"]}}
+{"op":"add","path":"/elements/kpi-online-label","value":{"type":"TextContent","props":{"text":"Players online now","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-online-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/playersOnline"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"playersOnline":"184,260","dailyActive":"1.42M","monthlyActive":"8.76M","revenueToday":"$428,650","revenuePerUser":"$0.49"}}
+{"op":"add","path":"/elements/kpi-online-status","value":{"type":"Badge","props":{"text":"▲ 8.4% vs. last Tuesday","variant":"default"},"children":[]}}
+{"op":"add","path":"/elements/kpi-active","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-active-label","kpi-dau","kpi-mau"]}}
+{"op":"add","path":"/elements/kpi-active-label","value":{"type":"TextContent","props":{"text":"Active players","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-dau","value":{"type":"TextContent","props":{"text":{"$template":"Daily active: ${/metrics/dailyActive}"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/kpi-mau","value":{"type":"TextContent","props":{"text":{"$template":"Monthly active: ${/metrics/monthlyActive}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-revenue-label","kpi-revenue-value","kpi-revenue-note"]}}
+{"op":"add","path":"/elements/kpi-revenue-label","value":{"type":"TextContent","props":{"text":"Revenue today","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenueToday"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-revenue-note","value":{"type":"Badge","props":{"text":"91% of daily target","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["kpi-arpu-label","kpi-arpu-value","kpi-arpu-note"]}}
+{"op":"add","path":"/elements/kpi-arpu-label","value":{"type":"TextContent","props":{"text":"Revenue per active user","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/revenuePerUser"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/kpi-arpu-note","value":{"type":"TextContent","props":{"text":"Blended gross revenue / DAU","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/session-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["session-header","session-chart"]}}
+{"op":"add","path":"/elements/session-header","value":{"type":"CardHeader","props":{"title":"Session length — past two weeks","subtitle":"Average minutes per completed session"},"children":[]}}
+{"op":"add","path":"/elements/session-chart","value":{"type":"LineChart","props":{"labels":["Aug 4","Aug 5","Aug 6","Aug 7","Aug 8","Aug 9","Aug 10","Aug 11","Aug 12","Aug 13","Aug 14","Aug 15","Aug 16","Aug 17"],"series":["session-series"],"variant":"natural","xLabel":"Day","yLabel":"Minutes"},"children":[]}}
+{"op":"add","path":"/elements/session-series","value":{"type":"Series","props":{"category":"Average session length","values":[38.4,39.1,38.7,40.2,41.0,40.6,42.3,43.1,42.8,44.2,45.0,44.6,46.1,45.7]},"children":[]}}
+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["regions-card","review-queues-card"]}}
+{"op":"add","path":"/elements/regions-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["regions-header","regions-list"]}}
+{"op":"add","path":"/elements/regions-header","value":{"type":"CardHeader","props":{"title":"Server regions","subtitle":"Health, latency, and capacity"},"children":[]}}
+{"op":"add","path":"/elements/regions-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/regions","key":"id"},"children":["region-row"]}}
+{"op":"add","path":"/state/regions","value":[]}
+{"op":"add","path":"/state/regions/0","value":{"id":"na","name":"North America","health":"Healthy","latency":"42 ms","capacity":"68%","variant":"success"}}
+{"op":"add","path":"/state/regions/1","value":{"id":"eu","name":"Europe","health":"Healthy","latency":"51 ms","capacity":"74%","variant":"success"}}
+{"op":"add","path":"/state/regions/2","value":{"id":"apac","name":"Asia Pacific","health":"Degraded","latency":"126 ms","capacity":"88%","variant":"warning"}}
+{"op":"add","path":"/state/regions/3","value":{"id":"sa","name":"South America","health":"Healthy","latency":"79 ms","capacity":"61%","variant":"success"}}
+{"op":"add","path":"/elements/region-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["region-name","region-meta","region-health"]}}
+{"op":"add","path":"/elements/region-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/region-meta","value":{"type":"TextContent","props":{"text":{"$template":"${latency} · ${capacity} capacity"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/region-health","value":{"type":"Tag","props":{"text":{"$item":"health"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/review-queues-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["review-header","reports-alert","appeals-alert","review-actions"]}}
+{"op":"add","path":"/elements/review-header","value":{"type":"CardHeader","props":{"title":"Trust & safety queues","subtitle":"Items awaiting moderator review"},"children":[]}}
+{"op":"add","path":"/elements/reports-alert","value":{"type":"Alert","props":{"title":{"$template":"${/queues/playerReports} player reports awaiting review"},"description":"18 high-priority reports require action within the next 30 minutes.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/state/queues","value":{"playerReports":126,"banAppeals":34}}
+{"op":"add","path":"/elements/appeals-alert","value":{"type":"Alert","props":{"title":{"$template":"${/queues/banAppeals} ban appeals awaiting review"},"description":"Median appeal age is 6 hours. Maintain the 24-hour response SLA.","variant":"info"},"children":[]}}
+{"op":"add","path":"/elements/review-actions","value":{"type":"Buttons","props":{"buttons":["open-reports","open-appeals"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/open-reports","value":{"type":"Button","props":{"label":"Review reports","variant":"primary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/open-appeals","value":{"type":"Button","props":{"label":"Review appeals","variant":"secondary","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/commerce-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["best-sellers-card","inflation-card"]}}
+{"op":"add","path":"/elements/best-sellers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["best-sellers-header","best-sellers-table"]}}
+{"op":"add","path":"/elements/best-sellers-header","value":{"type":"CardHeader","props":{"title":"Best-selling items","subtitle":"Units sold today"},"children":[]}}
+{"op":"add","path":"/elements/best-sellers-table","value":{"type":"Table","props":{"columns":["item-col","units-col","gross-col"]},"children":[]}}
+{"op":"add","path":"/elements/item-col","value":{"type":"Col","props":{"label":"Item","data":{"$state":"/bestSellers/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/bestSellers","value":{"names":["Celestial Battle Pass","Voidrunner Skin","2,800 Gem Pack","Phoenix Mount","Seasonal Starter Bundle"],"units":["12,842","8,491","6,218","4,966","4,102"],"gross":["$154,104","$101,892","$310,900","$74,490","$61,530"]}}
+{"op":"add","path":"/elements/units-col","value":{"type":"Col","props":{"label":"Units","data":{"$state":"/bestSellers/units"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/gross-col","value":{"type":"Col","props":{"label":"Gross revenue","data":{"$state":"/bestSellers/gross"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/inflation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["inflation-header","inflation-chart","inflation-callout"]}}
+{"op":"add","path":"/elements/inflation-header","value":{"type":"CardHeader","props":{"title":"In-game currency inflation","subtitle":"Net currency supply index, 30-day baseline = 100"},"children":[]}}
+{"op":"add","path":"/elements/inflation-chart","value":{"type":"LineChart","props":{"labels":["Week -4","Week -3","Week -2","Week -1","Today"],"series":["inflation-series"],"variant":"linear","xLabel":"Period","yLabel":"Supply index"},"children":[]}}
+{"op":"add","path":"/elements/inflation-series","value":{"type":"Series","props":{"category":"Gold supply index","values":[100,101.8,103.4,105.9,108.7]},"children":[]}}
+{"op":"add","path":"/elements/inflation-callout","value":{"type":"Callout","props":{"variant":"warning","title":"Inflation above guardrail","description":"Gold supply is 8.7% above baseline. Review weekend reward multipliers before the next event rotation."},"children":[]}}
+{"op":"add","path":"/elements/quality-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["crash-card","experiments-card"]}}
+{"op":"add","path":"/elements/crash-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["crash-header","crash-chart","crash-note"]}}
+{"op":"add","path":"/elements/crash-header","value":{"type":"CardHeader","props":{"title":"Crash rate by app version","subtitle":"Crash-free sessions over the last 24 hours"},"children":[]}}
+{"op":"add","path":"/elements/crash-chart","value":{"type":"BarChart","props":{"labels":["3.8.1","3.8.0","3.7.4","3.7.3"],"series":["crash-series"],"variant":"grouped","xLabel":"App version","yLabel":"Crash rate (%)"},"children":[]}}
+{"op":"add","path":"/elements/crash-series","value":{"type":"Series","props":{"category":"Crash rate","values":[0.42,0.71,0.36,0.39]},"children":[]}}
+{"op":"add","path":"/elements/crash-note","value":{"type":"Alert","props":{"title":"Version 3.8.0 needs attention","description":"Crash rate is above the 0.60% release guardrail. Hotfix rollout is recommended.","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/experiments-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["experiments-header","experiments-list"]}}
+{"op":"add","path":"/elements/experiments-header","value":{"type":"CardHeader","props":{"title":"Running experiments","subtitle":"Live results with current decision signal"},"children":[]}}
+{"op":"add","path":"/elements/experiments-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/experiments","key":"id"},"children":["experiment-row"]}}
+{"op":"add","path":"/state/experiments","value":[]}
+{"op":"add","path":"/state/experiments/0","value":{"id":"xp-boost","name":"Daily Quest XP Boost","metric":"D1 retention","result":"+2.8% vs control","detail":"95% confidence · 50/50 split · 184k players","status":"Promising","variant":"success"}}
+{"op":"add","path":"/state/experiments/1","value":{"id":"store-layout","name":"Store Layout Refresh","metric":"Purchase conversion","result":"-0.6% vs control","detail":"82% confidence · 50/50 split · 176k players","status":"Monitor","variant":"warning"}}
+{"op":"add","path":"/elements/experiment-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["experiment-title-row","experiment-result","experiment-detail"]}}
+{"op":"add","path":"/elements/experiment-title-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"s"},"children":["experiment-name","experiment-status"]}}
+{"op":"add","path":"/elements/experiment-name","value":{"type":"TextContent","props":{"text":{"$template":"${name} · ${metric}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/experiment-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/experiment-result","value":{"type":"TextContent","props":{"text":{"$item":"result"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/experiment-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/events-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["events-card","event-summary-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Live events","subtitle":"Running now and upcoming schedule"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/liveEvents","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/state/liveEvents","value":[]}
+{"op":"add","path":"/state/liveEvents/0","value":{"id":"eclipse","name":"Eclipse Siege","timing":"Running · ends in 3h 18m","detail":"1.08M participants · +14% engagement","status":"LIVE","variant":"success"}}
+{"op":"add","path":"/state/liveEvents/1","value":{"id":"arena","name":"Arena Double Rewards","timing":"Running · ends in 8h 42m","detail":"Queue time stable at 46 seconds","status":"LIVE","variant":"success"}}
+{"op":"add","path":"/state/liveEvents/2","value":{"id":"harvest","name":"Moon Harvest Festival","timing":"Upcoming · starts Aug 19, 09:00 UTC","detail":"Content approved · localization complete","status":"UPCOMING","variant":"info"}}
+{"op":"add","path":"/state/liveEvents/3","value":{"id":"guild","name":"Guild Rivalry Week","timing":"Upcoming · starts Aug 21, 16:00 UTC","detail":"Reward tuning pending economy review","status":"UPCOMING","variant":"warning"}}
+{"op":"add","path":"/elements/event-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"s","wrap":true},"children":["event-copy","event-status"]}}
+{"op":"add","path":"/elements/event-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["event-name","event-timing","event-detail"]}}
+{"op":"add","path":"/elements/event-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/event-timing","value":{"type":"TextContent","props":{"text":{"$item":"timing"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-detail","value":{"type":"TextContent","props":{"text":{"$item":"detail"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/event-status","value":{"type":"Tag","props":{"text":{"$item":"status"},"variant":{"$item":"variant"},"size":"sm"},"children":[]}}
+{"op":"add","path":"/elements/event-summary-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["event-summary-header","event-progress","event-alert"]}}
+{"op":"add","path":"/elements/event-summary-header","value":{"type":"CardHeader","props":{"title":"Eclipse Siege performance","subtitle":"Current live-event operating target"},"children":[]}}
+{"op":"add","path":"/elements/event-progress","value":{"type":"Progress","props":{"value":86,"label":"86% of participation target"},"children":[]}}
+{"op":"add","path":"/elements/event-alert","value":{"type":"Callout","props":{"variant":"success","title":"Event health is strong","description":"Participation and matchmaking remain within target bands. No intervention required."},"children":[]}}
+{"op":"add","path":"/elements/workflow-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","align":"stretch","wrap":true},"children":["patch-notes-card","ops-playbook-card"]}}
+{"op":"add","path":"/elements/patch-notes-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["patch-notes-header","patch-notes-form"]}}
+{"op":"add","path":"/elements/patch-notes-header","value":{"type":"CardHeader","props":{"title":"Draft patch notes","subtitle":"Prepare player-facing notes for the next release"},"children":[]}}
+{"op":"add","path":"/elements/patch-notes-form","value":{"type":"Form","props":{"name":"patchNotes","buttons":"patch-note-buttons","fields":["patch-title-control","patch-version-control","patch-body-control"]},"children":[]}}
+{"op":"add","path":"/elements/patch-title-control","value":{"type":"FormControl","props":{"label":"Title","input":"patch-title-input"},"children":[]}}
+{"op":"add","path":"/elements/patch-title-input","value":{"type":"Input","props":{"name":"patchTitle","placeholder":"e.g. Update 3.8.2 — Stability & Eclipse Siege","value":{"$bindState":"/patchNotes/title"}},"children":[]}}
+{"op":"add","path":"/state/patchNotes","value":{"title":"","version":"","body":""}}
+{"op":"add","path":"/elements/patch-version-control","value":{"type":"FormControl","props":{"label":"Version","input":"patch-version-input"},"children":[]}}
+{"op":"add","path":"/elements/patch-version-input","value":{"type":"Input","props":{"name":"patchVersion","placeholder":"3.8.2","value":{"$bindState":"/patchNotes/version"}},"children":[]}}
+{"op":"add","path":"/elements/patch-body-control","value":{"type":"FormControl","props":{"label":"Notes","input":"patch-body-input","hint":"Use clear headings for fixes, balance changes, and known issues."},"children":[]}}
+{"op":"add","path":"/elements/patch-body-input","value":{"type":"TextArea","props":{"name":"patchBody","placeholder":"## Fixes\n- Resolved...\n\n## Balance\n- Updated...","rows":7,"value":{"$bindState":"/patchNotes/body"}},"children":[]}}
+{"op":"add","path":"/elements/patch-note-buttons","value":{"type":"Buttons","props":{"buttons":["save-patch-draft","preview-patch-notes"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/save-patch-draft","value":{"type":"Button","props":{"label":"Save draft","variant":"primary"},"children":[]}}
+{"op":"add","path":"/elements/preview-patch-notes","value":{"type":"Button","props":{"label":"Preview","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/ops-playbook-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["ops-playbook-header","ops-playbook-list"]}}
+{"op":"add","path":"/elements/ops-playbook-header","value":{"type":"CardHeader","props":{"title":"On-call priorities","subtitle":"Recommended actions for the current operating window"},"children":[]}}
+{"op":"add","path":"/elements/ops-playbook-list","value":{"type":"ListBlock","props":{"items":["priority-one","priority-two","priority-three"],"variant":"number"},"children":[]}}
+{"op":"add","path":"/elements/priority-one","value":{"type":"ListItem","props":{"title":"Investigate APAC capacity","subtitle":"Capacity is at 88% with elevated latency; prepare overflow routing."},"children":[]}}
+{"op":"add","path":"/elements/priority-two","value":{"type":"ListItem","props":{"title":"Review 3.8.0 crash regression","subtitle":"Validate the hotfix candidate before the next peak concurrency window."},"children":[]}}
+{"op":"add","path":"/elements/priority-three","value":{"type":"ListItem","props":{"title":"Tune weekend gold rewards","subtitle":"Currency supply has crossed the economy inflation guardrail."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r4.txt
new file mode 100644
index 000000000..c60bdddb8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-game__r4.txt
@@ -0,0 +1,110 @@
+{"op":"add","path":"/root","value":"liveops-root"}
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+{"op":"add","path":"/elements/crash-header","value":{"type":"CardHeader","props":{"title":"Crash rate by app version","subtitle":"Crashes per 1,000 sessions"},"children":[]}}
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+{"op":"add","path":"/elements/appeals-pending","value":{"type":"TextCallout","props":{"variant":"warning","title":"14 ban appeals awaiting review","description":"3 appeals are nearing the 24-hour response SLA."},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r1.txt
new file mode 100644
index 000000000..89c2291e7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r1.txt
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+{"op":"add","path":"/state/supplierDeliveries","value":[]}
+{"op":"add","path":"/state/supplierDeliveries/0","value":{"id":"d1","supplier":"Midwest Steel Supply","material":"Steel coil","quantity":"24 tonnes","dueDate":"Wed, Aug 19"}}
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+{"op":"add","path":"/state/shiftReportExported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r2.txt
new file mode 100644
index 000000000..36e1d80b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r2.txt
@@ -0,0 +1,132 @@
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+{"op":"add","path":"/state/facilityName","value":"North Plant — Assembly Hall A"}
+{"op":"add","path":"/state/updatedAt","value":"10:42 AM"}
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+{"op":"add","path":"/state/focusedLine","value":"all"}
+{"op":"add","path":"/state/shiftReportExported","value":false}
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+{"op":"add","path":"/elements/production-detail","value":{"type":"TextContent","props":{"text":"3,580 units remaining • On pace with recovery plan","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/andonAlerts","value":[]}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r3.txt
new file mode 100644
index 000000000..3b4ac7e2e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r3.txt
@@ -0,0 +1,146 @@
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+{"op":"add","path":"/state/maintenanceDue/0","value":{"id":"maint-1","machine":"Press PR-03","task":"Hydraulic inspection","dueDate":"Today","urgency":"Overdue","variant":"danger"}}
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+{"op":"add","path":"/state/maintenanceDue/2","value":{"id":"maint-3","machine":"Packer P-12","task":"Sealer jaw service","dueDate":"Aug 23","urgency":"Scheduled","variant":"info"}}
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+{"op":"add","path":"/elements/report-action-detail","value":{"type":"TextContent","props":{"text":"Export current production, downtime, quality and safety performance for handover.","size":"small"},"children":[]}}
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+{"op":"add","path":"/state/reportExported","value":false}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r4.txt
new file mode 100644
index 000000000..b2f4267fa
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-plant__r4.txt
@@ -0,0 +1,142 @@
+{"op":"add","path":"/root","value":"factory-console"}
+{"op":"add","path":"/elements/factory-console","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["console-header","live-alerts","overview-row","production-section","analytics-row","operations-row","supply-row","workorders-section","maintenance-section","report-footer"]}}
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+{"op":"add","path":"/elements/console-title","value":{"type":"Heading","props":{"text":"Factory Floor Supervisor Console","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/console-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live production overview • ${/plantName} • Updated ${/lastUpdated}"},"size":"small"},"children":[]}}
+{"op":"add","path":"/state/plantName","value":"North Assembly Plant"}
+{"op":"add","path":"/state/lastUpdated","value":"10:42 AM"}
+{"op":"add","path":"/elements/line-focus-control","value":{"type":"FormControl","props":{"label":"Focus production line","input":"line-focus-select","hint":"Filter the console to one line"},"children":[]}}
+{"op":"add","path":"/elements/line-focus-select","value":{"type":"Select","props":{"name":"focusedLine","placeholder":"All production lines","items":["focus-all","focus-line-1","focus-line-2","focus-line-3","focus-line-4"],"value":{"$bindState":"/focusedLine"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/focus-all","value":{"type":"SelectItem","props":{"value":"all","label":"All production lines"},"children":[]}}
+{"op":"add","path":"/elements/focus-line-1","value":{"type":"SelectItem","props":{"value":"line-1","label":"Line 1 — Precision Press"},"children":[]}}
+{"op":"add","path":"/elements/focus-line-2","value":{"type":"SelectItem","props":{"value":"line-2","label":"Line 2 — Injection Molding"},"children":[]}}
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+{"op":"add","path":"/state/focusedLine","value":"all"}
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+{"op":"add","path":"/elements/oee-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/oee"},"label":"Target: 85%"},"children":[]}}
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+{"op":"add","path":"/state/productionLines","value":[]}
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+{"op":"add","path":"/state/productionLines/1","value":{"id":"line-2","name":"Line 2 — Injection Molding","product":"Housing Shell","rate":315,"produced":"2,780","oee":74,"status":"Material Warning","statusVariant":"warning"}}
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+{"op":"add","path":"/elements/defect-chart-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["defect-heading","defect-chart"]}}
+{"op":"add","path":"/elements/defect-heading","value":{"type":"CardHeader","props":{"title":"Defect Rate — Past Month","subtitle":"Percentage of units failing first-pass inspection"},"children":[]}}
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+{"op":"add","path":"/elements/operations-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["maintenance-due-card","quality-holds-card"]}}
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+{"op":"add","path":"/elements/maintenance-due-heading","value":{"type":"CardHeader","props":{"title":"Machines Due for Maintenance","subtitle":"Scheduled within the next 7 days"},"children":[]}}
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+{"op":"add","path":"/state/maintenanceDue/2","value":{"id":"m3","machine":"Robot R-22","dueDate":"Aug 23","task":"End-effector service","urgency":"Scheduled","variant":"info"}}
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+{"op":"add","path":"/state/qualityHolds","value":[]}
+{"op":"add","path":"/state/qualityHolds/0","value":{"id":"q1","batch":"B-240818-17","line":"Line 2","quantity":480,"reason":"Surface finish variance","status":"Inspection pending"}}
+{"op":"add","path":"/state/qualityHolds/1","value":{"id":"q2","batch":"B-240818-21","line":"Line 3","quantity":240,"reason":"Torque audit sample","status":"Engineering review"}}
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+{"op":"add","path":"/state/materialStock/0","value":{"id":"steel","material":"Steel coil","onHand":"18.4","unit":"tons","percent":61,"reorderPoint":"12.0","status":"Healthy"}}
+{"op":"add","path":"/state/materialStock/1","value":{"id":"resin","material":"ABS resin","onHand":"3.2","unit":"tons","percent":28,"reorderPoint":"3.0","status":"Low — delivery due Thursday"}}
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+{"op":"add","path":"/state/workOrders","value":[]}
+{"op":"add","path":"/state/workOrders/0","value":{"id":"wo1","orderNumber":"WO-4821","title":"Replace labeler drive belt","owner":"Maintenance","dueDate":"Today 12:00","priority":"Critical","variant":"danger"}}
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+{"op":"add","path":"/state/workOrders/2","value":{"id":"wo3","orderNumber":"WO-4798","title":"Inspect compressed air leak","owner":"Facilities","dueDate":"Aug 20","priority":"Medium","variant":"info"}}
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+{"op":"add","path":"/elements/maintenance-heading","value":{"type":"CardHeader","props":{"title":"Schedule Maintenance","subtitle":"Create a planned maintenance request for a machine"},"children":[]}}
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+{"op":"add","path":"/elements/maintenance-machine-control","value":{"type":"FormControl","props":{"label":"Machine","input":"maintenance-machine-select"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-machine-select","value":{"type":"Select","props":{"name":"maintenanceMachine","placeholder":"Select a machine","items":["machine-p14","machine-im07","machine-r22","machine-lab04"],"value":{"$bindState":"/maintenanceForm/machine"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/machine-p14","value":{"type":"SelectItem","props":{"value":"Press P-14","label":"Press P-14"},"children":[]}}
+{"op":"add","path":"/elements/machine-im07","value":{"type":"SelectItem","props":{"value":"Molder IM-07","label":"Molder IM-07"},"children":[]}}
+{"op":"add","path":"/elements/machine-r22","value":{"type":"SelectItem","props":{"value":"Robot R-22","label":"Robot R-22"},"children":[]}}
+{"op":"add","path":"/elements/machine-lab04","value":{"type":"SelectItem","props":{"value":"Labeler LAB-04","label":"Labeler LAB-04"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date-control","value":{"type":"FormControl","props":{"label":"Maintenance date","input":"maintenance-date-picker"},"children":[]}}
+{"op":"add","path":"/elements/maintenance-date-picker","value":{"type":"DatePicker","props":{"name":"maintenanceDate","mode":"single","value":{"$bindState":"/maintenanceForm/date"}},"children":[]}}
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+{"op":"add","path":"/elements/maintenance-task-input","value":{"type":"Input","props":{"name":"maintenanceTask","placeholder":"e.g., Replace hydraulic filter","type":"text","value":{"$bindState":"/maintenanceForm/task"}},"children":[]}}
+{"op":"add","path":"/elements/maintenance-buttons","value":{"type":"Buttons","props":{"buttons":["schedule-maintenance-button"],"direction":"row"},"children":[]}}
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+{"op":"add","path":"/state/maintenanceForm","value":{"machine":"","date":[],"task":""}}
+{"op":"add","path":"/state/scheduledMaintenance","value":[]}
+{"op":"add","path":"/elements/report-footer","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"visible":{"$state":"/reportExported"},"children":["report-exported-callout"]}}
+{"op":"add","path":"/elements/report-exported-callout","value":{"type":"Callout","props":{"variant":"success","title":"Shift report prepared","description":"The current shift report has been exported with production, quality, safety, and downtime details."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r1.txt
new file mode 100644
index 000000000..188b18421
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r1.txt
@@ -0,0 +1,153 @@
+{"op":"add","path":"/root","value":"ops-room"}
+{"op":"add","path":"/elements/ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["page-header","region-focus","live-metrics","analytics-tabs","operations-tabs"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["title-block","live-status"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live audience, delivery quality, content operations, and growth performance.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Badge","props":{"text":"LIVE MONITORING","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["region-control","region-note"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus operations view on a region","hint":"Metrics below update for the selected delivery region.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Choose a region","items":["region-global","region-na","region-eu","region-apac","region-latam"],"value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global network"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/region-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Regional focus active","description":{"$template":"Showing delivery and audience signals for ${/selectedRegion}."}},"children":[]}}
+{"op":"add","path":"/elements/live-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["viewers-card","buffering-card","recommendation-card","searches-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["viewers-label","viewers-value","viewers-detail"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/liveViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"liveViewers":"1,284,630","bufferingRate":"0.42%","recommendationCtr":"18.7%","zeroPlaybackSearches":"6.3%"}}
+{"op":"add","path":"/elements/viewers-detail","value":{"type":"TextContent","props":{"text":"↑ 8.4% versus the same time last week","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/buffering-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["buffering-label","buffering-value","buffering-detail"]}}
+{"op":"add","path":"/elements/buffering-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffering-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/bufferingRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/buffering-detail","value":{"type":"TextContent","props":{"text":"Target: under 0.50% • healthy","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click-through","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/recommendationCtr"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-detail","value":{"type":"TextContent","props":{"text":"↑ 1.9 pts after ranking refresh","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/searches-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["searches-label","searches-value","searches-detail"]}}
+{"op":"add","path":"/elements/searches-label","value":{"type":"TextContent","props":{"text":"Searches without playback","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/searches-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/zeroPlaybackSearches"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/searches-detail","value":{"type":"TextContent","props":{"text":"Top gap: “Coastal Detectives”","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/analytics-tabs","value":{"type":"Tabs","props":{"items":["audience-tab","growth-tab","content-tab"]},"children":[]}}
+{"op":"add","path":"/elements/audience-tab","value":{"type":"TabItem","props":{"value":"audience","trigger":"Audience & viewing","content":["audience-panel"]},"children":[]}}
+{"op":"add","path":"/elements/audience-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["watchtime-card","top-titles-card","genre-card","device-card"]}}
+{"op":"add","path":"/elements/watchtime-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["watchtime-header","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-header","value":{"type":"CardHeader","props":{"title":"Watch time over the past month","subtitle":"Daily viewing hours across all plans"},"children":[]}}
+{"op":"add","path":"/elements/watchtime-series","value":{"type":"Series","props":{"category":"Viewing hours","values":[842000,865000,891000,876000,914000,938000,962000,981000,1003000,987000,1021000,1054000]},"children":[]}}
+{"op":"add","path":"/elements/watchtime-chart","value":{"type":"AreaChart","props":{"labels":["Jul 20","Jul 23","Jul 26","Jul 29","Aug 1","Aug 4","Aug 7","Aug 10","Aug 13","Aug 16","Aug 17","Aug 18"],"series":["watchtime-series"],"variant":"natural","xLabel":"Date","yLabel":"Hours watched"},"children":[]}}
+{"op":"add","path":"/elements/top-titles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["top-titles-header","top-titles-list"]}}
+{"op":"add","path":"/elements/top-titles-header","value":{"type":"CardHeader","props":{"title":"Most-watched titles","subtitle":"Hours watched in the last 7 days"},"children":[]}}
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+{"op":"add","path":"/elements/top-title-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["top-title-name","top-title-hours"]}}
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+{"op":"add","path":"/elements/top-title-hours","value":{"type":"Badge","props":{"text":{"$template":"${hours} hours"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/topTitles","value":[]}
+{"op":"add","path":"/state/topTitles/0","value":{"id":"t1","title":"The Last Orbit","hours":"428,600"}}
+{"op":"add","path":"/state/topTitles/1","value":{"id":"t2","title":"Harbor Line","hours":"391,240"}}
+{"op":"add","path":"/state/topTitles/2","value":{"id":"t3","title":"After the Signal","hours":"347,820"}}
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+{"op":"add","path":"/elements/genre-series","value":{"type":"Series","props":{"category":"Hours watched","values":[4.8,3.9,3.5,2.7,2.3,1.8]},"children":[]}}
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+{"op":"add","path":"/elements/device-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["device-header","device-chart"]}}
+{"op":"add","path":"/elements/device-header","value":{"type":"CardHeader","props":{"title":"Viewing split by device","subtitle":"Share of completed streams"},"children":[]}}
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+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"New subscribers against cancellations","subtitle":"Daily subscriber movement over the last 14 days"},"children":[]}}
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+{"op":"add","path":"/elements/revenue-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["revenue-header","revenue-chart"]}}
+{"op":"add","path":"/elements/revenue-header","value":{"type":"CardHeader","props":{"title":"Revenue split by plan","subtitle":"Recognized monthly recurring revenue"},"children":[]}}
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+{"op":"add","path":"/elements/search-gap-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["search-gap-header","search-gap-list"]}}
+{"op":"add","path":"/elements/search-gap-header","value":{"type":"CardHeader","props":{"title":"Searches ending without playback","subtitle":"Highest-volume unmet searches in the last 7 days"},"children":[]}}
+{"op":"add","path":"/elements/search-gap-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/searchGaps","key":"id"},"children":["search-gap-row"]}}
+{"op":"add","path":"/elements/search-gap-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["search-gap-term","search-gap-count"]}}
+{"op":"add","path":"/elements/search-gap-term","value":{"type":"TextContent","props":{"text":{"$item":"term"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/search-gap-count","value":{"type":"Badge","props":{"text":{"$template":"${searches} searches"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/searchGaps","value":[]}
+{"op":"add","path":"/state/searchGaps/0","value":{"id":"s1","term":"Coastal Detectives","searches":"18,420"}}
+{"op":"add","path":"/state/searchGaps/1","value":{"id":"s2","term":"Northern Lights season 3","searches":"12,860"}}
+{"op":"add","path":"/state/searchGaps/2","value":{"id":"s3","term":"Metro League highlights","searches":"9,740"}}
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+{"op":"add","path":"/elements/content-panel","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"m"},"children":["releases-card","licenses-card","promotion-card"]}}
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+{"op":"add","path":"/elements/releases-header","value":{"type":"CardHeader","props":{"title":"Releases coming this month","subtitle":"Scheduled launches and home page readiness"},"children":[]}}
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+{"op":"add","path":"/elements/release-date","value":{"type":"Badge","props":{"text":{"$item":"date"},"variant":"secondary"},"children":[]}}
+{"op":"add","path":"/state/releases","value":[]}
+{"op":"add","path":"/state/releases/0","value":{"id":"r1","title":"Ember City","type":"Original series • Season 1","date":"Aug 21"}}
+{"op":"add","path":"/state/releases/1","value":{"id":"r2","title":"The Deepest Map","type":"Documentary feature","date":"Aug 24"}}
+{"op":"add","path":"/state/releases/2","value":{"id":"r3","title":"Night Shift: Tokyo","type":"Licensed drama • Season 2","date":"Aug 28"}}
+{"op":"add","path":"/state/releases/3","value":{"id":"r4","title":"Small Worlds","type":"Kids & Family film","date":"Aug 30"}}
+{"op":"add","path":"/elements/licenses-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["licenses-header","licenses-alert","licenses-list"]}}
+{"op":"add","path":"/elements/licenses-header","value":{"type":"CardHeader","props":{"title":"Licenses expiring soon","subtitle":"Rights windows ending within 45 days"},"children":[]}}
+{"op":"add","path":"/elements/licenses-alert","value":{"type":"Alert","props":{"title":"2 high-impact renewals need action","description":"Titles with more than 100k weekly viewing hours expire in the next 30 days.","variant":"warning"},"children":[]}}
+{"op":"add","path":"/elements/licenses-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"repeat":{"statePath":"/expiringLicenses","key":"id"},"children":["license-row"]}}
+{"op":"add","path":"/elements/license-row","value":{"type":"Card","props":{"variant":"sunk","direction":"row","justify":"between","align":"center","gap":"m"},"children":["license-info","license-expiry"]}}
+{"op":"add","path":"/elements/license-info","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["license-title","license-hours"]}}
+{"op":"add","path":"/elements/license-title","value":{"type":"TextContent","props":{"text":{"$item":"title"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/license-hours","value":{"type":"TextContent","props":{"text":{"$template":"${weeklyHours} weekly hours"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/license-expiry","value":{"type":"Badge","props":{"text":{"$template":"Expires ${expiry}"},"variant":{"$cond":{"$state":"/selectedRegion","eq":"Global"},"$then":"warning","$else":"outline"}},"children":[]}}
+{"op":"add","path":"/state/expiringLicenses","value":[]}
+{"op":"add","path":"/state/expiringLicenses/0","value":{"id":"l1","title":"The Glass Harbor","weeklyHours":"186,000","expiry":"Aug 29"}}
+{"op":"add","path":"/state/expiringLicenses/1","value":{"id":"l2","title":"City of Echoes","weeklyHours":"141,000","expiry":"Sep 3"}}
+{"op":"add","path":"/state/expiringLicenses/2","value":{"id":"l3","title":"Planet Makers","weeklyHours":"72,000","expiry":"Sep 14"}}
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+{"op":"add","path":"/elements/promotion-header","value":{"type":"CardHeader","props":{"title":"Promote a title on the home screen","subtitle":"Select a title and placement for the next merchandising slot."},"children":[]}}
+{"op":"add","path":"/elements/promotion-form","value":{"type":"Form","props":{"name":"homePromotion","fields":["promotion-title-control","promotion-placement-control"],"buttons":"promotion-buttons"},"children":[]}}
+{"op":"add","path":"/elements/promotion-title-control","value":{"type":"FormControl","props":{"label":"Title","input":"promotion-title-select"},"children":[]}}
+{"op":"add","path":"/elements/promotion-title-select","value":{"type":"Select","props":{"name":"promotionTitle","placeholder":"Select a title","items":["promo-title-ember","promo-title-orbit","promo-title-map"],"value":{"$bindState":"/promotion/title"}},"children":[]}}
+{"op":"add","path":"/elements/promo-title-ember","value":{"type":"SelectItem","props":{"value":"Ember City","label":"Ember City"},"children":[]}}
+{"op":"add","path":"/elements/promo-title-orbit","value":{"type":"SelectItem","props":{"value":"The Last Orbit","label":"The Last Orbit"},"children":[]}}
+{"op":"add","path":"/elements/promo-title-map","value":{"type":"SelectItem","props":{"value":"The Deepest Map","label":"The Deepest Map"},"children":[]}}
+{"op":"add","path":"/state/promotion","value":{"title":"Ember City","placement":"Hero banner","published":false}}
+{"op":"add","path":"/elements/promotion-placement-control","value":{"type":"FormControl","props":{"label":"Home screen placement","input":"promotion-placement-select"},"children":[]}}
+{"op":"add","path":"/elements/promotion-placement-select","value":{"type":"Select","props":{"name":"promotionPlacement","items":["placement-hero","placement-trending","placement-continue"],"value":{"$bindState":"/promotion/placement"}},"children":[]}}
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+{"op":"add","path":"/elements/placement-continue","value":{"type":"SelectItem","props":{"value":"Recommended for you","label":"Recommended for you"},"children":[]}}
+{"op":"add","path":"/elements/promotion-buttons","value":{"type":"Buttons","props":{"buttons":["publish-promotion"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/publish-promotion","value":{"type":"Button","props":{"label":"Publish promotion","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/published","value":true}}},"children":[]}}
+{"op":"add","path":"/elements/operations-tabs","value":{"type":"Tabs","props":{"items":["delivery-tab","flags-tab"]},"children":[]}}
+{"op":"add","path":"/elements/delivery-tab","value":{"type":"TabItem","props":{"value":"delivery","trigger":"Delivery health","content":["delivery-panel"]},"children":[]}}
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+{"op":"add","path":"/elements/delivery-header","value":{"type":"CardHeader","props":{"title":"Delivery health by region","subtitle":"CDN availability, startup time, and buffering signals"},"children":[]}}
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+{"op":"add","path":"/elements/delivery-row","value":{"type":"Card","props":{"variant":"card","direction":"row","justify":"between","align":"center","gap":"m"},"children":["delivery-region","delivery-metrics","delivery-status"]}}
+{"op":"add","path":"/elements/delivery-region","value":{"type":"TextContent","props":{"text":{"$item":"region"},"size":"large-heavy"},"children":[]}}
+{"op":"add","path":"/elements/delivery-metrics","value":{"type":"TextContent","props":{"text":{"$template":"Availability ${availability} • Startup ${startup} • Buffering ${buffering}"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/deliveryHealth","value":[]}
+{"op":"add","path":"/state/deliveryHealth/0","value":{"id":"d1","region":"North America","availability":"99.99%","startup":"1.18s","buffering":"0.31%","status":"Healthy"}}
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+{"op":"add","path":"/state/deliveryHealth/2","value":{"id":"d3","region":"Asia Pacific","availability":"99.91%","startup":"1.61s","buffering":"0.68%","status":"Watch"}}
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+{"op":"add","path":"/elements/flags-tab","value":{"type":"TabItem","props":{"value":"flags","trigger":"Feature flags","content":["flags-panel"]},"children":[]}}
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+{"op":"add","path":"/elements/flag-copy","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"none"},"children":["flag-name","flag-description"]}}
+{"op":"add","path":"/elements/flag-name","value":{"type":"TextContent","props":{"text":{"$item":"name"},"size":"default"},"children":[]}}
+{"op":"add","path":"/elements/flag-description","value":{"type":"TextContent","props":{"text":{"$item":"description"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/flag-switch","value":{"type":"SwitchItem","props":{"name":{"$item":"id"},"label":"Enabled","defaultChecked":false},"children":[]}}
+{"op":"add","path":"/state/featureFlags","value":[]}
+{"op":"add","path":"/state/featureFlags/0","value":{"id":"adaptiveBitrateV3","name":"Adaptive bitrate v3","description":"Improved bitrate selection for unstable connections","enabled":true}}
+{"op":"add","path":"/state/featureFlags/1","value":{"id":"smartTrailerAutoplay","name":"Smart trailer autoplay","description":"Autoplay trailers only for high-intent browsing sessions","enabled":true}}
+{"op":"add","path":"/state/featureFlags/2","value":{"id":"kidsProfileRefresh","name":"Kids profile refresh","description":"Updated navigation and parental control prompts","enabled":false}}
+{"op":"add","path":"/state/featureFlags/3","value":{"id":"searchSemanticRanking","name":"Semantic search ranking","description":"Intent-aware ranking model for catalog search","enabled":true}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r2.txt
new file mode 100644
index 000000000..6408c7208
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r2.txt
@@ -0,0 +1,134 @@
+{"op":"add","path":"/root","value":"ops-room"}
+{"op":"add","path":"/elements/ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["header","region-focus","live-metrics","watchtime-section","subscriber-section","genre-section","health-section","content-section","discovery-section","revenue-section","device-section","flags-section","promotion-section"]}}
+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["page-title","live-status"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["title","subtitle"]}}
+{"op":"add","path":"/elements/title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/subtitle","value":{"type":"TextContent","props":{"text":"Live audience, delivery, content, and growth signals","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Tag","props":{"text":"Live monitoring","variant":"success","size":"lg"},"children":[]}}
+{"op":"add","path":"/elements/region-focus","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["region-control","region-note"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus operations view on region","hint":"Metrics below update for the selected delivery region.","input":"region-select"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Choose a region","items":["region-global","region-na","region-emea","region-apac","region-latam"],"value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-emea","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/region-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Regional focus","description":{"$template":"Showing delivery and audience detail for ${/selectedRegion}."}},"children":[]}}
+{"op":"add","path":"/elements/live-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["viewers-card","buffer-card","recommendation-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["viewers-label","viewers-value","viewers-trend"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/currentViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"currentViewers":"1,284,630","bufferingRate":0.42,"recommendationCtr":8.7}}
+{"op":"add","path":"/elements/viewers-trend","value":{"type":"Tag","props":{"text":"↑ 6.4% vs. last hour","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/buffer-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["buffer-label","buffer-value","buffer-progress"]}}
+{"op":"add","path":"/elements/buffer-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffer-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/bufferingRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/buffer-progress","value":{"type":"Progress","props":{"value":{"$state":"/metrics/bufferingRate"},"label":"Target: under 0.50%"},"children":[]}}
+{"op":"add","path":"/elements/recommendation-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["recommendation-label","recommendation-value","recommendation-note"]}}
+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click-through","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/recommendation-note","value":{"type":"Tag","props":{"text":"Above 8.0% target","variant":"success","size":"md"},"children":[]}}
+{"op":"add","path":"/elements/watchtime-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["watchtime-header","watchtime-chart"]}}
+{"op":"add","path":"/elements/watchtime-header","value":{"type":"CardHeader","props":{"title":"Watch time over the past month","subtitle":"Daily streamed hours in millions"},"children":[]}}
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+{"op":"add","path":"/elements/subscriber-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["subscriber-header","subscriber-chart"]}}
+{"op":"add","path":"/elements/subscriber-header","value":{"type":"CardHeader","props":{"title":"New subscribers vs. cancellations","subtitle":"Daily account movement over the past 14 days"},"children":[]}}
+{"op":"add","path":"/elements/subscriber-chart","value":{"type":"BarChart","props":{"labels":["Aug 4","Aug 6","Aug 8","Aug 10","Aug 12","Aug 14","Aug 16"],"series":["new-subs-series","cancellations-series"],"variant":"grouped","xLabel":"Date","yLabel":"Accounts"},"children":[]}}
+{"op":"add","path":"/elements/new-subs-series","value":{"type":"Series","props":{"category":"New subscribers","values":[18200,20100,19400,22600,23800,25100,26300]},"children":[]}}
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+{"op":"add","path":"/elements/genre-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["genre-header","genre-chart"]}}
+{"op":"add","path":"/elements/genre-header","value":{"type":"CardHeader","props":{"title":"Performance by genre","subtitle":"Viewing hours this month"},"children":[]}}
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+{"op":"add","path":"/elements/health-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["health-header","health-list"]}}
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+{"op":"add","path":"/state/deliveryHealth","value":[]}
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+{"op":"add","path":"/state/deliveryHealth/3","value":{"id":"latam","region":"Latin America","availability":"99.95","startTime":"1.61","status":"Healthy"}}
+{"op":"add","path":"/elements/content-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["titles-card","releases-card","licenses-card"]}}
+{"op":"add","path":"/elements/titles-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["titles-header","titles-list"]}}
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+{"op":"add","path":"/state/expiringLicenses/2","value":{"id":"l3","title":"Paper Kingdom","expiry":"Sep 11","territory":"EMEA"}}
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+{"op":"add","path":"/elements/searches-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["searches-header","searches-list"]}}
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+{"op":"add","path":"/elements/promotion-header","value":{"type":"CardHeader","props":{"title":"Promote a title on the home screen","subtitle":"Create a priority placement for the selected audience"},"children":[]}}
+{"op":"add","path":"/elements/promotion-form","value":{"type":"Form","props":{"name":"homePromotion","fields":["promotion-title-control","promotion-rail-control","promotion-region-control"],"buttons":"promotion-buttons"},"children":[]}}
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+{"op":"add","path":"/state/promotion","value":{"title":"","rail":"Trending Now","region":"Global","published":false}}
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+{"op":"add","path":"/elements/rail-new","value":{"type":"SelectItem","props":{"value":"New This Week","label":"New This Week"},"children":[]}}
+{"op":"add","path":"/elements/rail-recommended","value":{"type":"SelectItem","props":{"value":"Recommended for You","label":"Recommended for You"},"children":[]}}
+{"op":"add","path":"/elements/promotion-region-control","value":{"type":"FormControl","props":{"label":"Audience region","input":"promotion-region-select"},"children":[]}}
+{"op":"add","path":"/elements/promotion-region-select","value":{"type":"Select","props":{"name":"promotionRegion","items":["promo-global","promo-na","promo-emea","promo-apac"],"value":{"$bindState":"/promotion/region"}},"children":[]}}
+{"op":"add","path":"/elements/promo-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/promo-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/promo-emea","value":{"type":"SelectItem","props":{"value":"EMEA","label":"EMEA"},"children":[]}}
+{"op":"add","path":"/elements/promo-apac","value":{"type":"SelectItem","props":{"value":"APAC","label":"APAC"},"children":[]}}
+{"op":"add","path":"/elements/promotion-buttons","value":{"type":"Buttons","props":{"buttons":["publish-promotion"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/publish-promotion","value":{"type":"Button","props":{"label":"Publish promotion","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/promotion/published","value":true}}},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r3.txt
new file mode 100644
index 000000000..b27ee6c9b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r3.txt
@@ -0,0 +1,142 @@
+{"op":"add","path":"/root","value":"ops-room"}
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+{"op":"add","path":"/elements/header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center"},"children":["title-block","live-status"]}}
+{"op":"add","path":"/elements/title-block","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":"Live audience, delivery quality, content operations, and commercial health.","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/live-status","value":{"type":"Badge","props":{"text":"LIVE MONITORING","variant":"destructive"},"children":[]}}
+{"op":"add","path":"/elements/region-controls","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m","wrap":true},"children":["region-control","region-select","region-note"]}}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Dashboards below update to the selected delivery region."},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","placeholder":"Choose a region","items":["region-global","region-na","region-eu","region-apac"],"value":{"$bindState":"/selectedRegion"}},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-note","value":{"type":"TextCallout","props":{"variant":"info","title":"Current scope","description":{"$template":"Showing operational metrics for ${/selectedRegion}."}},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/overview-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["viewers-card","buffering-card","recommendation-card"]}}
+{"op":"add","path":"/elements/viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["viewers-label","viewers-value","viewers-note"]}}
+{"op":"add","path":"/elements/viewers-label","value":{"type":"TextContent","props":{"text":"Viewers watching right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/liveViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/viewers-note","value":{"type":"TextContent","props":{"text":"Up 8.4% from the same time last week","size":"small"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"liveViewers":"2,847,190","bufferingRate":0.42,"recommendationCtr":18.6}}
+{"op":"add","path":"/elements/buffering-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"s"},"children":["buffering-label","buffering-value","buffering-progress"]}}
+{"op":"add","path":"/elements/buffering-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffering-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/bufferingRate}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click-through","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/state/releases/1","value":{"id":"r2","title":"Midnight Atlas","date":"Aug 24","type":"Feature film"}}
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+{"op":"add","path":"/state/releases/3","value":{"id":"r4","title":"Wild Circuit","date":"Aug 30","type":"Kids & Family"}}
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+{"op":"add","path":"/elements/promotion-copy-control","value":{"type":"FormControl","props":{"label":"Promotion message","input":"promotion-copy-input","hint":"Optional headline shown on the home screen."},"children":[]}}
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+{"op":"replace","path":"/elements/promotion-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["promotion-header","promotion-form","promotion-success"]}}
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r4.txt
new file mode 100644
index 000000000..4397dd381
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-streaming__r4.txt
@@ -0,0 +1,106 @@
+{"op":"add","path":"/root","value":"ops-room"}
+{"op":"add","path":"/elements/ops-room","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["top-bar","viewer-kpis","watchtime-section","growth-section","quality-section","content-section","engagement-section","revenue-section","controls-section"]}}
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+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"Streaming Operations Room","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/page-subtitle","value":{"type":"TextContent","props":{"text":{"$template":"Live service health • Region focus: ${/selectedRegion}"}},"children":[]}}
+{"op":"add","path":"/state/selectedRegion","value":"Global"}
+{"op":"add","path":"/elements/region-control","value":{"type":"FormControl","props":{"label":"Focus region","input":"region-select","hint":"Filters the operational context"},"children":[]}}
+{"op":"add","path":"/elements/region-select","value":{"type":"Select","props":{"name":"region","items":["region-global","region-na","region-eu","region-apac","region-latam"],"value":{"$bindState":"/selectedRegion"},"size":"medium"},"children":[]}}
+{"op":"add","path":"/elements/region-global","value":{"type":"SelectItem","props":{"value":"Global","label":"Global"},"children":[]}}
+{"op":"add","path":"/elements/region-na","value":{"type":"SelectItem","props":{"value":"North America","label":"North America"},"children":[]}}
+{"op":"add","path":"/elements/region-eu","value":{"type":"SelectItem","props":{"value":"Europe","label":"Europe"},"children":[]}}
+{"op":"add","path":"/elements/region-apac","value":{"type":"SelectItem","props":{"value":"Asia Pacific","label":"Asia Pacific"},"children":[]}}
+{"op":"add","path":"/elements/region-latam","value":{"type":"SelectItem","props":{"value":"Latin America","label":"Latin America"},"children":[]}}
+{"op":"add","path":"/elements/viewer-kpis","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["live-viewers-card","buffering-card","recommendation-card"]}}
+{"op":"add","path":"/elements/live-viewers-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["live-viewers-label","live-viewers-value","live-viewers-note"]}}
+{"op":"add","path":"/elements/live-viewers-label","value":{"type":"TextContent","props":{"text":"Watching right now","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/live-viewers-value","value":{"type":"Heading","props":{"text":{"$state":"/metrics/liveViewers"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"liveViewers":"1,284,630","bufferingRate":0.42,"recommendationCtr":18.7}}
+{"op":"add","path":"/elements/live-viewers-note","value":{"type":"TextContent","props":{"text":"▲ 8.4% versus this time last week","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/buffering-label","value":{"type":"TextContent","props":{"text":"Buffering rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/buffering-value","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/bufferingRate}%"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/recommendation-label","value":{"type":"TextContent","props":{"text":"Recommendation click-through","size":"small-heavy"},"children":[]}}
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+{"op":"add","path":"/elements/recommendation-note","value":{"type":"TextContent","props":{"text":"▲ 1.9 points after homepage refresh","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/release-3","value":{"type":"ListItem","props":{"title":"August 29 — Match Point","subtitle":"Sports documentary • North America"},"children":[]}}
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+{"op":"add","path":"/elements/license-expiry","value":{"type":"Tag","props":{"text":{"$template":"${daysLeft} days"},"variant":"warning","size":"sm"},"children":[]}}
+{"op":"add","path":"/state/expiringLicenses","value":[]}
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+{"op":"add","path":"/state/expiringLicenses/1","value":{"id":"l2","title":"City of Glass","territory":"Global","daysLeft":12}}
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+{"op":"add","path":"/elements/search-header","value":{"type":"CardHeader","props":{"title":"Searches without playback","subtitle":"High-volume searches with no session started"},"children":[]}}
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+{"op":"add","path":"/elements/search-query","value":{"type":"TextContent","props":{"text":{"$item":"query"}},"children":[]}}
+{"op":"add","path":"/elements/search-count","value":{"type":"Badge","props":{"text":{"$template":"${searches} searches"},"variant":"outline"},"children":[]}}
+{"op":"add","path":"/state/zeroPlaybackSearches","value":[]}
+{"op":"add","path":"/state/zeroPlaybackSearches/0","value":{"id":"s1","query":"The Glass Harbor","searches":1842}}
+{"op":"add","path":"/state/zeroPlaybackSearches/1","value":{"id":"s2","query":"World Cup archive","searches":1260}}
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+{"op":"add","path":"/elements/promotion-header","value":{"type":"CardHeader","props":{"title":"Promote a title on the home screen","subtitle":"Choose a featured title for the next homepage slot"},"children":[]}}
+{"op":"add","path":"/elements/promotion-form","value":{"type":"Form","props":{"name":"homepagePromotion","fields":["promotion-title-control"],"buttons":"promotion-buttons"},"children":[]}}
+{"op":"add","path":"/elements/promotion-title-control","value":{"type":"FormControl","props":{"label":"Featured title","input":"promotion-title-select","hint":"This title will be queued for homepage editorial review."},"children":[]}}
+{"op":"add","path":"/elements/promotion-title-select","value":{"type":"Select","props":{"name":"featuredTitle","items":["promo-title-1","promo-title-2","promo-title-3"],"value":{"$bindState":"/promotionTitle"}},"children":[]}}
+{"op":"add","path":"/state/promotionTitle","value":"Signal Lost"}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r1.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r1.txt
new file mode 100644
index 000000000..2b344c04f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r1.txt
@@ -0,0 +1,124 @@
+{"op":"add","path":"/root","value":"admin-dashboard"}
+{"op":"add","path":"/elements/admin-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","department-filter","headline-metrics","enrollment-section","programs-section","operations-section","faculty-section","student-success-section","community-section","actions-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-title","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Heading","props":{"text":"University Administration Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Fall 2026 semester • Institution-wide performance and operational snapshot","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/department-filter","value":{"type":"Card","props":{"variant":"card","direction":"row","gap":"m","align":"end"},"children":["department-filter-control"]}}
+{"op":"add","path":"/elements/department-filter-control","value":{"type":"FormControl","props":{"label":"Focus on a department","hint":"Dashboard metrics update for the selected academic area.","input":"department-select"},"children":[]}}
+{"op":"add","path":"/elements/department-select","value":{"type":"Select","props":{"name":"department","placeholder":"All departments","items":["dept-all","dept-business","dept-engineering","dept-arts","dept-health"],"value":{"$bindState":"/filters/department"}},"children":[]}}
+{"op":"add","path":"/elements/dept-all","value":{"type":"SelectItem","props":{"value":"all","label":"All departments"},"children":[]}}
+{"op":"add","path":"/elements/dept-business","value":{"type":"SelectItem","props":{"value":"business","label":"Business & Economics"},"children":[]}}
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+{"op":"add","path":"/elements/dept-arts","value":{"type":"SelectItem","props":{"value":"arts","label":"Arts & Sciences"},"children":[]}}
+{"op":"add","path":"/elements/dept-health","value":{"type":"SelectItem","props":{"value":"health","label":"Health Sciences"},"children":[]}}
+{"op":"add","path":"/state/filters","value":{"department":"all"}}
+{"op":"add","path":"/elements/headline-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["enrollment-metric","acceptance-metric","tuition-metric","semester-comparison"]}}
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+{"op":"add","path":"/elements/enrollment-label","value":{"type":"TextContent","props":{"text":"Total enrollment","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/totalEnrollment"},"level":"h2"},"children":[]}}
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+{"op":"add","path":"/elements/acceptance-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/acceptanceRate"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-note","value":{"type":"TextContent","props":{"text":"First-year admissions cycle","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tuition-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["tuition-label","tuition-value","tuition-note"]}}
+{"op":"add","path":"/elements/tuition-label","value":{"type":"TextContent","props":{"text":"Tuition revenue this year","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tuition-value","value":{"type":"Heading","props":{"text":{"$state":"/summary/tuitionRevenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tuition-note","value":{"type":"TextContent","props":{"text":"Recognized through October","size":"small"},"children":[]}}
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+{"op":"add","path":"/elements/semester-label","value":{"type":"TextContent","props":{"text":"This semester vs. last","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/semester-value","value":{"type":"Heading","props":{"text":{"$template":"↑ ${/summary/semesterChange}"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/semester-note","value":{"type":"TextContent","props":{"text":{"$state":"/summary/semesterNote"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Enrollment trend","subtitle":"Total enrolled students over the past five academic years"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"LineChart","props":{"labels":["2022","2023","2024","2025","2026"],"series":["enrollment-series"],"variant":"natural","xLabel":"Academic year","yLabel":"Students"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Enrollment","values":[15940,16620,17185,17908,18642]},"children":[]}}
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+{"op":"add","path":"/elements/applications-header","value":{"type":"CardHeader","props":{"title":"Applications by program","subtitle":"Current admission cycle"},"children":[]}}
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+{"op":"add","path":"/elements/applications-series","value":{"type":"Series","props":{"category":"Applications","values":[2840,2615,1940,1765,1420]},"children":[]}}
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+{"op":"add","path":"/elements/waitlist-table","value":{"type":"Table","props":{"columns":["waitlist-program-col","waitlist-count-col","waitlist-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/waitlist-program-col","value":{"type":"Col","props":{"label":"Program","data":{"$state":"/waitlist/programs"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-count-col","value":{"type":"Col","props":{"label":"Waitlisted","data":{"$state":"/waitlist/counts"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-status-col","value":{"type":"Col","props":{"label":"Priority","data":{"$state":"/waitlist/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/waitlist","value":{"programs":["Computer Science","Nursing","Business Administration","Psychology","Mechanical Engineering"],"counts":[86,74,53,39,28],"statuses":["High","High","Medium","Medium","Low"]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["course-capacity-card","scholarship-card","housing-card"]}}
+{"op":"add","path":"/elements/course-capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-capacity-header","course-capacity-list"]}}
+{"op":"add","path":"/elements/course-capacity-header","value":{"type":"CardHeader","props":{"title":"Course offering capacity","subtitle":"Enrollment fill rate for high-demand offerings"},"children":[]}}
+{"op":"add","path":"/elements/course-capacity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/courses","key":"id"},"children":["course-capacity-row"]}}
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+{"op":"add","path":"/elements/course-progress","value":{"type":"Progress","props":{"value":{"$item":"fillRate"},"label":{"$template":"${fillRate}% full"}},"children":[]}}
+{"op":"add","path":"/state/courses","value":[]}
+{"op":"add","path":"/state/courses/0","value":{"id":"cs-301","code":"CS 301","name":"Algorithms","enrolled":118,"capacity":120,"fillRate":98}}
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+{"op":"add","path":"/state/courses/3","value":{"id":"psych-101","code":"PSY 101","name":"Introduction to Psychology","enrolled":181,"capacity":220,"fillRate":82}}
+{"op":"add","path":"/elements/scholarship-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["scholarship-header","scholarship-progress","scholarship-detail"]}}
+{"op":"add","path":"/elements/scholarship-header","value":{"type":"CardHeader","props":{"title":"Scholarship budget","subtitle":"Awarded aid against annual allocation"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":{"$state":"/financialAid/budgetUsedPercent"},"label":{"$template":"${/financialAid/budgetUsedPercent}% of budget used"}},"children":[]}}
+{"op":"add","path":"/elements/scholarship-detail","value":{"type":"TextContent","props":{"text":{"$template":"${/financialAid/awarded} awarded of ${/financialAid/totalBudget} total budget"},"size":"small"},"children":[]}}
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+{"op":"add","path":"/state/housing","value":{"occupancyPercent":94,"occupiedBeds":"5,386","totalBeds":"5,720"}}
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+{"op":"add","path":"/elements/faculty-table","value":{"type":"Table","props":{"columns":["faculty-name-col","faculty-dept-col","faculty-courses-col","faculty-load-col"]},"children":[]}}
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+{"op":"add","path":"/elements/faculty-dept-col","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/faculty/departments"},"type":"string"},"children":[]}}
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+{"op":"add","path":"/elements/faculty-load-col","value":{"type":"Col","props":{"label":"Credit hours","data":{"$state":"/faculty/creditHours"},"type":"number"},"children":[]}}
+{"op":"add","path":"/state/faculty","value":{"names":["Dr. Maya Chen","Prof. Daniel Ortiz","Dr. Priya Nair","Prof. Marcus Reed","Dr. Elena Vasquez"],"departments":["Computer Science","Business & Economics","Nursing","Psychology","Mechanical Engineering"],"courses":[3,4,3,4,3],"creditHours":[9,12,10,12,9]}}
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+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Students at academic risk","subtitle":"Students flagged for immediate outreach"},"children":[]}}
+{"op":"add","path":"/elements/risk-alert","value":{"type":"Alert","props":{"title":"42 students need intervention","description":"Flags include low attendance, GPA decline, and incomplete coursework.","variant":"warning"},"children":[]}}
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+{"op":"add","path":"/elements/risk-item","value":{"type":"ListItem","props":{"title":{"$template":"${student} — ${program}"},"subtitle":{"$template":"${reason} • Advisor: ${advisor}"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/state/academicRisk","value":[]}
+{"op":"add","path":"/state/academicRisk/0","value":{"id":"risk-1","student":"Avery Johnson","program":"Computer Science","reason":"Attendance below 70%","advisor":"M. Chen"}}
+{"op":"add","path":"/state/academicRisk/1","value":{"id":"risk-2","student":"Jordan Patel","program":"Nursing","reason":"GPA declined to 2.14","advisor":"P. Nair"}}
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+{"op":"add","path":"/elements/alumni-header","value":{"type":"CardHeader","props":{"title":"Alumni giving","subtitle":"Annual gifts received over the past four years"},"children":[]}}
+{"op":"add","path":"/elements/alumni-chart","value":{"type":"BarChart","props":{"labels":["2023","2024","2025","2026"],"series":["alumni-series"],"variant":"grouped","xLabel":"Fiscal year","yLabel":"Gifts ($M)"},"children":[]}}
+{"op":"add","path":"/elements/alumni-series","value":{"type":"Series","props":{"category":"Alumni giving ($M)","values":[8.4,9.1,10.3,11.7]},"children":[]}}
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+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Campus events this month","subtitle":"Key student, academic, and community events"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"ListBlock","props":{"items":["event-item"]},"repeat":{"statePath":"/events","key":"id"},"children":[]}}
+{"op":"add","path":"/elements/event-item","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$template":"${date} • ${location}"},"actionLabel":"View"},"children":[]}}
+{"op":"add","path":"/state/events","value":[]}
+{"op":"add","path":"/state/events/0","value":{"id":"evt-1","title":"Fall Research Showcase","date":"October 8, 2026","location":"Innovation Hall"}}
+{"op":"add","path":"/state/events/1","value":{"id":"evt-2","title":"Family & Alumni Weekend","date":"October 16–18, 2026","location":"Main Campus"}}
+{"op":"add","path":"/state/events/2","value":{"id":"evt-3","title":"Graduate Programs Open House","date":"October 22, 2026","location":"Student Union"}}
+{"op":"add","path":"/state/events/3","value":{"id":"evt-4","title":"Community Service Day","date":"October 29, 2026","location":"Riverside Park"}}
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+{"op":"add","path":"/elements/approve-course-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Approve new course","title":"Approve new course offering","description":"Review the proposed course and confirm approval for the next registration cycle.","triggerVariant":"default","content":["course-approval-summary","course-approval-buttons"]},"children":[]}}
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+{"op":"add","path":"/elements/course-approval-buttons","value":{"type":"Buttons","props":{"buttons":["approve-course-button","return-course-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/approve-course-button","value":{"type":"Button","props":{"label":"Approve course","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApproval/status","value":"approved"}}},"children":[]}}
+{"op":"add","path":"/elements/return-course-button","value":{"type":"Button","props":{"label":"Return for revision","variant":"secondary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/courseApproval/status","value":"revision_requested"}}},"children":[]}}
+{"op":"add","path":"/state/courseApproval","value":{"status":"pending"}}
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+{"op":"add","path":"/elements/message-group-control","value":{"type":"FormControl","props":{"label":"Student group","input":"message-group-select"},"children":[]}}
+{"op":"add","path":"/elements/message-group-select","value":{"type":"Select","props":{"name":"recipientGroup","placeholder":"Choose a student group","items":["group-first-year","group-residents","group-seniors","group-scholarship"],"value":{"$bindState":"/message/recipientGroup"}},"children":[]}}
+{"op":"add","path":"/elements/group-first-year","value":{"type":"SelectItem","props":{"value":"first_year","label":"First-year students"},"children":[]}}
+{"op":"add","path":"/elements/group-residents","value":{"type":"SelectItem","props":{"value":"residents","label":"On-campus residents"},"children":[]}}
+{"op":"add","path":"/elements/group-seniors","value":{"type":"SelectItem","props":{"value":"seniors","label":"Graduating seniors"},"children":[]}}
+{"op":"add","path":"/elements/group-scholarship","value":{"type":"SelectItem","props":{"value":"scholarship","label":"Scholarship recipients"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-control","value":{"type":"FormControl","props":{"label":"Subject","input":"message-subject-input"},"children":[]}}
+{"op":"add","path":"/elements/message-subject-input","value":{"type":"Input","props":{"name":"messageSubject","placeholder":"Enter a subject line","value":{"$bindState":"/message/subject"}},"children":[]}}
+{"op":"add","path":"/elements/message-body-control","value":{"type":"FormControl","props":{"label":"Message","input":"message-body-input"},"children":[]}}
+{"op":"add","path":"/elements/message-body-input","value":{"type":"TextArea","props":{"name":"messageBody","placeholder":"Write your message to students…","rows":5,"value":{"$bindState":"/message/body"}},"children":[]}}
+{"op":"add","path":"/elements/message-buttons","value":{"type":"Buttons","props":{"buttons":["send-message-button"],"direction":"row"},"children":[]}}
+{"op":"add","path":"/elements/send-message-button","value":{"type":"Button","props":{"label":"Send message","variant":"primary","size":"medium"},"on":{"press":{"action":"setState","params":{"statePath":"/message/sent","value":true}}},"children":[]}}
+{"op":"add","path":"/state/message","value":{"recipientGroup":"","subject":"","body":"","sent":false}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r2.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r2.txt
new file mode 100644
index 000000000..4c0ba2661
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r2.txt
@@ -0,0 +1,141 @@
+{"op":"add","path":"/root","value":"admin-overview"}
+{"op":"add","path":"/elements/admin-overview","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xl"},"children":["page-header","department-filter","priority-alert","kpi-grid","enrollment-section","applications-section","operations-section","faculty-section","risk-section","engagement-section","actions-section"]}}
+{"op":"add","path":"/elements/page-header","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["page-title","page-subtitle"]}}
+{"op":"add","path":"/elements/page-title","value":{"type":"Heading","props":{"text":"University Administrator Overview","level":"h1"},"children":[]}}
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diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r3.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r3.txt
new file mode 100644
index 000000000..b6fa6946a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r3.txt
@@ -0,0 +1,112 @@
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+{"op":"add","path":"/elements/dept-business","value":{"type":"SelectItem","props":{"value":"Business","label":"Business"},"children":[]}}
+{"op":"add","path":"/elements/dept-engineering","value":{"type":"SelectItem","props":{"value":"Engineering","label":"Engineering"},"children":[]}}
+{"op":"add","path":"/elements/dept-arts","value":{"type":"SelectItem","props":{"value":"Arts & Humanities","label":"Arts & Humanities"},"children":[]}}
+{"op":"add","path":"/elements/dept-science","value":{"type":"SelectItem","props":{"value":"Science","label":"Science"},"children":[]}}
+{"op":"add","path":"/elements/department-summary","value":{"type":"TextCallout","props":{"variant":"info","title":{"$template":"Viewing: ${/selectedDepartment}"},"description":"Use this filter to focus leadership review and operational follow-up."},"children":[]}}
+{"op":"add","path":"/elements/key-metrics","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["enrollment-metric","acceptance-metric","tuition-metric","semester-comparison"]}}
+{"op":"add","path":"/elements/enrollment-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["enrollment-label","enrollment-total","enrollment-change"]}}
+{"op":"add","path":"/elements/enrollment-label","value":{"type":"TextContent","props":{"text":"Total enrollment","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-total","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/totalEnrollment} students"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-change","value":{"type":"TextCallout","props":{"variant":"success","title":{"$template":"+${/metrics/enrollmentChangePercent}% year over year"},"description":"Up 312 students from Fall 2025."},"children":[]}}
+{"op":"add","path":"/state/metrics","value":{"totalEnrollment":18420,"enrollmentChangePercent":1.7,"acceptanceRate":61,"tuitionRevenue":"$214.8M","semesterChange":"+2.4% enrollment, +3.1% tuition revenue"}}
+{"op":"add","path":"/elements/acceptance-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["acceptance-label","acceptance-total","acceptance-detail"]}}
+{"op":"add","path":"/elements/acceptance-label","value":{"type":"TextContent","props":{"text":"Acceptance rate","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-total","value":{"type":"Heading","props":{"text":{"$template":"${/metrics/acceptanceRate}%"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/acceptance-detail","value":{"type":"TextContent","props":{"text":"4,986 offers from 8,174 completed applications.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/tuition-metric","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["tuition-label","tuition-total","tuition-detail"]}}
+{"op":"add","path":"/elements/tuition-label","value":{"type":"TextContent","props":{"text":"Tuition revenue this year","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/tuition-total","value":{"type":"Heading","props":{"text":{"$state":"/metrics/tuitionRevenue"},"level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/tuition-detail","value":{"type":"TextContent","props":{"text":"92% of annual tuition target recognized through October.","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/semester-comparison","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"xs"},"children":["semester-label","semester-title","semester-detail"]}}
+{"op":"add","path":"/elements/semester-label","value":{"type":"TextContent","props":{"text":"This semester vs. last","size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/semester-title","value":{"type":"Heading","props":{"text":"Ahead of plan","level":"h2"},"children":[]}}
+{"op":"add","path":"/elements/semester-detail","value":{"type":"TextContent","props":{"text":{"$state":"/metrics/semesterChange"},"size":"small"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["enrollment-header","enrollment-chart"]}}
+{"op":"add","path":"/elements/enrollment-header","value":{"type":"CardHeader","props":{"title":"Enrollment trend","subtitle":"Five-year total enrollment trajectory"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-chart","value":{"type":"LineChart","props":{"labels":["Fall 2022","Fall 2023","Fall 2024","Fall 2025","Fall 2026"],"series":["enrollment-series"],"variant":"natural","xLabel":"Academic year","yLabel":"Students"},"children":[]}}
+{"op":"add","path":"/elements/enrollment-series","value":{"type":"Series","props":{"category":"Total enrollment","values":[16840,17210,17685,18108,18420]},"children":[]}}
+{"op":"add","path":"/elements/applications-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["applications-header","applications-chart","waitlist-header","waitlist-table"]}}
+{"op":"add","path":"/elements/applications-header","value":{"type":"CardHeader","props":{"title":"Applications by program","subtitle":"Completed applications for Fall 2026 admission"},"children":[]}}
+{"op":"add","path":"/elements/applications-chart","value":{"type":"HorizontalBarChart","props":{"labels":["Computer Science","Business Administration","Nursing","Psychology","Mechanical Engineering"],"series":["applications-series"],"variant":"grouped","xLabel":"Applications","yLabel":"Program"},"children":[]}}
+{"op":"add","path":"/elements/applications-series","value":{"type":"Series","props":{"category":"Applications","values":[1840,1625,1190,1085,940]},"children":[]}}
+{"op":"add","path":"/elements/waitlist-header","value":{"type":"Heading","props":{"text":"Waitlisted students by program","level":"h3"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-table","value":{"type":"Table","props":{"columns":["waitlist-program-col","waitlist-count-col","waitlist-status-col"]},"children":[]}}
+{"op":"add","path":"/elements/waitlist-program-col","value":{"type":"Col","props":{"label":"Program","data":{"$state":"/waitlist/programs"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/waitlist","value":{"programs":["Computer Science","Nursing","Business Administration","Mechanical Engineering"],"counts":[86,54,42,31],"statuses":["High demand","High demand","Reviewing","Reviewing"]}}
+{"op":"add","path":"/elements/waitlist-count-col","value":{"type":"Col","props":{"label":"Waitlisted","data":{"$state":"/waitlist/counts"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/waitlist-status-col","value":{"type":"Col","props":{"label":"Status","data":{"$state":"/waitlist/statuses"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/operations-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["course-capacity-card","faculty-load-card","scholarship-card","housing-card"]}}
+{"op":"add","path":"/elements/course-capacity-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["course-capacity-header","course-capacity-list"]}}
+{"op":"add","path":"/elements/course-capacity-header","value":{"type":"CardHeader","props":{"title":"Course offering capacity","subtitle":"Current enrollment as a share of available seats"},"children":[]}}
+{"op":"add","path":"/elements/course-capacity-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/courseOfferings","key":"id"},"children":["course-capacity-row"]}}
+{"op":"add","path":"/state/courseOfferings","value":[]}
+{"op":"add","path":"/state/courseOfferings/0","value":{"id":"cs301","course":"CS 301 • Algorithms","occupancy":98,"detail":"117 / 120 seats"}}
+{"op":"add","path":"/state/courseOfferings/1","value":{"id":"bus210","course":"BUS 210 • Financial Accounting","occupancy":91,"detail":"82 / 90 seats"}}
+{"op":"add","path":"/state/courseOfferings/2","value":{"id":"bio115","course":"BIO 115 • General Biology","occupancy":84,"detail":"168 / 200 seats"}}
+{"op":"add","path":"/state/courseOfferings/3","value":{"id":"eng202","course":"ENG 202 • World Literature","occupancy":67,"detail":"40 / 60 seats"}}
+{"op":"add","path":"/elements/course-capacity-row","value":{"type":"Card","props":{"variant":"sunk","direction":"column","gap":"xs"},"children":["course-capacity-title","course-capacity-progress"]}}
+{"op":"add","path":"/elements/course-capacity-title","value":{"type":"TextContent","props":{"text":{"$template":"${course} — ${detail}"},"size":"small-heavy"},"children":[]}}
+{"op":"add","path":"/elements/course-capacity-progress","value":{"type":"Progress","props":{"value":{"$item":"occupancy"},"label":{"$template":"${occupancy}% full"}},"children":[]}}
+{"op":"add","path":"/elements/faculty-load-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["faculty-load-header","faculty-load-table"]}}
+{"op":"add","path":"/elements/faculty-load-header","value":{"type":"CardHeader","props":{"title":"Teaching load by faculty","subtitle":"Assigned credit hours for the current semester"},"children":[]}}
+{"op":"add","path":"/elements/faculty-load-table","value":{"type":"Table","props":{"columns":["faculty-name-col","faculty-dept-col","faculty-load-col"]},"children":[]}}
+{"op":"add","path":"/elements/faculty-name-col","value":{"type":"Col","props":{"label":"Faculty member","data":{"$state":"/facultyLoads/names"},"type":"string"},"children":[]}}
+{"op":"add","path":"/state/facultyLoads","value":{"names":["Dr. Maya Chen","Prof. Daniel Ortiz","Dr. Priya Nair","Prof. James Walker"],"departments":["Computer Science","Business","Biology","English"],"loads":[12,15,9,12]}}
+{"op":"add","path":"/elements/faculty-dept-col","value":{"type":"Col","props":{"label":"Department","data":{"$state":"/facultyLoads/departments"},"type":"string"},"children":[]}}
+{"op":"add","path":"/elements/faculty-load-col","value":{"type":"Col","props":{"label":"Credit hours","data":{"$state":"/facultyLoads/loads"},"type":"number"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["scholarship-header","scholarship-progress","scholarship-detail"]}}
+{"op":"add","path":"/elements/scholarship-header","value":{"type":"CardHeader","props":{"title":"Scholarship budget","subtitle":"Awarded against annual allocation"},"children":[]}}
+{"op":"add","path":"/elements/scholarship-progress","value":{"type":"Progress","props":{"value":{"$state":"/financials/scholarshipPercent"},"label":{"$template":"${/financials/scholarshipUsed} of ${/financials/scholarshipBudget} used"}},"children":[]}}
+{"op":"add","path":"/state/financials","value":{"scholarshipPercent":74,"scholarshipUsed":"$8.9M","scholarshipBudget":"$12.0M"}}
+{"op":"add","path":"/elements/scholarship-detail","value":{"type":"TextCallout","props":{"variant":"warning","title":"26% remains","description":"Reserve funding is sufficient for the next award cycle, with priority review due in November."},"children":[]}}
+{"op":"add","path":"/elements/housing-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["housing-header","housing-progress","housing-detail"]}}
+{"op":"add","path":"/elements/housing-header","value":{"type":"CardHeader","props":{"title":"Housing occupancy","subtitle":"Residence halls and university apartments"},"children":[]}}
+{"op":"add","path":"/elements/housing-progress","value":{"type":"Progress","props":{"value":{"$state":"/housing/occupancyPercent"},"label":{"$template":"${/housing/occupiedBeds} of ${/housing/totalBeds} beds occupied"}},"children":[]}}
+{"op":"add","path":"/state/housing","value":{"occupancyPercent":96,"occupiedBeds":5428,"totalBeds":5650}}
+{"op":"add","path":"/elements/housing-detail","value":{"type":"TextCallout","props":{"variant":"info","title":"222 beds available","description":"Most availability is in North Residence and graduate apartments."},"children":[]}}
+{"op":"add","path":"/elements/risk-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["risk-header","risk-callout","risk-list"]}}
+{"op":"add","path":"/elements/risk-header","value":{"type":"CardHeader","props":{"title":"Students at academic risk","subtitle":"Students flagged by attendance, GPA, and early assessment indicators"},"children":[]}}
+{"op":"add","path":"/elements/risk-callout","value":{"type":"Alert","props":{"variant":"warning","title":"128 students require outreach","description":"42 are newly flagged this week; 19 have not yet been contacted by an advisor."},"children":[]}}
+{"op":"add","path":"/elements/risk-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/riskGroups","key":"id"},"children":["risk-group-row"]}}
+{"op":"add","path":"/state/riskGroups","value":[]}
+{"op":"add","path":"/state/riskGroups/0","value":{"id":"attendance","title":"Attendance concern","subtitle":"56 students with two or more missed sessions"}}
+{"op":"add","path":"/state/riskGroups/1","value":{"id":"gpa","title":"GPA intervention","subtitle":"43 students below the 2.0 threshold"}}
+{"op":"add","path":"/state/riskGroups/2","value":{"id":"assessment","title":"Early assessment concern","subtitle":"29 students with low first-assessment scores"}}
+{"op":"add","path":"/elements/risk-group-row","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"subtitle"},"actionLabel":"Review"},"children":[]}}
+{"op":"add","path":"/elements/engagement-section","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["events-card","alumni-card"]}}
+{"op":"add","path":"/elements/events-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["events-header","events-list"]}}
+{"op":"add","path":"/elements/events-header","value":{"type":"CardHeader","props":{"title":"Campus events this month","subtitle":"October 2026"},"children":[]}}
+{"op":"add","path":"/elements/events-list","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"s"},"repeat":{"statePath":"/campusEvents","key":"id"},"children":["event-row"]}}
+{"op":"add","path":"/state/campusEvents","value":[]}
+{"op":"add","path":"/state/campusEvents/0","value":{"id":"career","title":"Fall Career & Internship Fair","subtitle":"Oct 9 • Student Union • 10:00 AM"}}
+{"op":"add","path":"/state/campusEvents/1","value":{"id":"homecoming","title":"Homecoming Weekend","subtitle":"Oct 17–19 • Main Campus"}}
+{"op":"add","path":"/state/campusEvents/2","value":{"id":"research","title":"Undergraduate Research Showcase","subtitle":"Oct 23 • Innovation Hall • 1:00 PM"}}
+{"op":"add","path":"/state/campusEvents/3","value":{"id":"wellness","title":"Student Wellness Week","subtitle":"Oct 27–31 • Multiple locations"}}
+{"op":"add","path":"/elements/event-row","value":{"type":"ListItem","props":{"title":{"$item":"title"},"subtitle":{"$item":"subtitle"},"actionLabel":"Details"},"children":[]}}
+{"op":"add","path":"/elements/alumni-card","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["alumni-header","alumni-chart","alumni-note"]}}
+{"op":"add","path":"/elements/alumni-header","value":{"type":"CardHeader","props":{"title":"Alumni giving","subtitle":"Annual gifts received over the past four years"},"children":[]}}
+{"op":"add","path":"/elements/alumni-chart","value":{"type":"BarChart","props":{"labels":["FY 2023","FY 2024","FY 2025","FY 2026"],"series":["alumni-giving-series"],"variant":"grouped","xLabel":"Fiscal year","yLabel":"Gifts ($M)"},"children":[]}}
+{"op":"add","path":"/elements/alumni-giving-series","value":{"type":"Series","props":{"category":"Alumni giving ($M)","values":[18.4,21.1,24.7,27.3]},"children":[]}}
+{"op":"add","path":"/elements/alumni-note","value":{"type":"TextCallout","props":{"variant":"success","title":"10.5% growth year over year","description":"Giving has exceeded the annual advancement target for the second consecutive year."},"children":[]}}
+{"op":"add","path":"/elements/actions-section","value":{"type":"Card","props":{"variant":"card","direction":"column","gap":"m"},"children":["actions-header","actions-row"]}}
+{"op":"add","path":"/elements/actions-header","value":{"type":"CardHeader","props":{"title":"Administrative actions","subtitle":"Complete high-priority academic and student communications tasks"},"children":[]}}
+{"op":"add","path":"/elements/actions-row","value":{"type":"Card","props":{"variant":"clear","direction":"row","gap":"m","wrap":true},"children":["approve-course-dialog","message-students-drawer"]}}
+{"op":"add","path":"/elements/approve-course-dialog","value":{"type":"DialogBlock","props":{"triggerLabel":"Approve new course","title":"Approve new course offering","description":"Review the proposed course before adding it to the academic catalog.","triggerVariant":"default","content":["course-approval-summary","course-approval-alert"]},"children":[]}}
+{"op":"add","path":"/elements/course-approval-summary","value":{"type":"TextContent","props":{"text":"**Proposed course:** DATA 245 — Applied Data Visualization\n\n**Department:** Computer Science\n\n**Credits:** 3\n\n**Requested term:** Spring 2027","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/course-approval-alert","value":{"type":"Alert","props":{"variant":"success","title":"Curriculum review complete","description":"Prerequisites, faculty assignment, and room capacity have been verified."},"children":[]}}
+{"op":"add","path":"/elements/message-students-drawer","value":{"type":"DrawerBlock","props":{"triggerLabel":"Message student group","title":"Send a student group message","description":"Prepare a targeted communication for students who need timely information.","content":["message-recipient","message-body","message-guidance"]},"children":[]}}
+{"op":"add","path":"/elements/message-recipient","value":{"type":"TextContent","props":{"text":"**Recipient group:** Students at academic risk\n\n**Estimated audience:** 128 students","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-body","value":{"type":"TextContent","props":{"text":"Suggested message: “Academic support appointments are available this week. Please connect with your advisor to discuss resources and next steps.”","size":"default"},"children":[]}}
+{"op":"add","path":"/elements/message-guidance","value":{"type":"TextCallout","props":{"variant":"info","title":"Communication guidance","description":"Use a supportive, action-oriented message and include advising appointment links before sending."},"children":[]}}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r4.txt b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r4.txt
new file mode 100644
index 000000000..182b9f091
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/jsonrender__b5-university__r4.txt
@@ -0,0 +1,11 @@
+{"op":"add","path":"/root","value":"admin-dashboard"}
+{"op":"add","path":"/elements/admin-dashboard","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"l"},"children":["dashboard-header","department-filter","semester-summary","enrollment-section","admissions-section","operations-section","academic-section","engagement-section","actions-section"]}}
+{"op":"add","path":"/elements/dashboard-header","value":{"type":"Card","props":{"variant":"clear","direction":"row","justify":"between","align":"center","gap":"m"},"children":["dashboard-title","dashboard-status"]}}
+{"op":"add","path":"/elements/dashboard-title","value":{"type":"Card","props":{"variant":"clear","direction":"column","gap":"xs"},"children":["dashboard-heading","dashboard-subtitle"]}}
+{"op":"add","path":"/elements/dashboard-heading","value":{"type":"Heading","props":{"text":"University Overview","level":"h1"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-subtitle","value":{"type":"TextContent","props":{"text":"Fall 2026 administrative dashboard • Updated today at 8:30 AM","size":"small"},"children":[]}}
+{"op":"add","path":"/elements/dashboard-status","value":{"type":"Badge","props":{"text":"Fall 2026 • In session","variant":"secondary"},"children":[]}}
+{"op":"add","path":"/elements/department-filter","value":{"type":"Card","props":{"variant":"card","direction":"row","align":"end","gap":"m"},"children":["department-filter-control","department-filter-note"]}}
+{"op":"add","path":"/elements/department-filter-control","value":{"type":"FormControl","props":{"label":"Focus dashboard on department","hint":"Metrics below update to the selected academic unit.","input":"department-select"},"children":[]}}
+{"op":"add","path":"/elements/department-select","value":{"type":"Select","props":{"name":"department","placeholder":"All departments","items":["dept-all","dept-business","dept-engineering","dept-arts","dept-health"],"value":{"$bindState":"/selectedDepartment"}},"children":[]}}
+{"op":"add","path":"/state/selectedDepartment","value":"all"}
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r1.txt
new file mode 100644
index 000000000..0de2464d7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, amountDue, dueDate, paymentCallout, paymentButtons], "card", "column", "l")
+header = CardHeader("Invoice #INV-2026-084", "From Alex Morgan · Freelance design services")
+amountDue = TextCallout("success", "Amount due", "$2,450.00 USD")
+dueDate = TextCallout("warning", "Due date", "September 1, 2026")
+paymentCallout = Callout("info", "Ready to pay?", "Secure online payment is available now.")
+paymentButtons = Buttons([payNowButton, downloadButton])
+payNowButton = Button("Pay $2,450.00 USD now", null, "primary", "normal", "large")
+downloadButton = Button("Download invoice", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r2.txt
new file mode 100644
index 000000000..9c8d0f3a4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, invoiceStatus, summary, invoiceDetails, paymentActions], "card", "column", "l")
+header = CardHeader("Invoice #1048", "From Avery Morgan · Design & development services")
+invoiceStatus = Callout("warning", "Payment due", "Please pay by September 1, 2026 to keep your project on schedule.")
+summary = Card([amountLabel, amountDue, currencyBadge], "sunk", "column", "s", "start")
+amountLabel = TextContent("Amount due", "small-heavy")
+amountDue = TextContent("$2,450.00", "large-heavy")
+currencyBadge = Badge("USD", "secondary")
+invoiceDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Invoice details", ["Client", "Issued", "Due date"])
+detailValue = Col("Value", ["Northstar Studio", "August 18, 2026", "September 1, 2026"])
+paymentActions = Buttons([payNowButton])
+payNowButton = Button("Pay now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r3.txt
new file mode 100644
index 000000000..919bd9795
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r3.txt
@@ -0,0 +1,10 @@
+root = Card([header, status, invoiceDetails, paymentActions, note], "card", "column", "l")
+header = CardHeader("Invoice #1048", "From Alex Morgan • Freelance design services")
+status = Callout("warning", "Payment due", "USD 2,450.00 is due by September 15, 2026.")
+invoiceDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Invoice details", ["Amount due", "Currency", "Due date"])
+detailValue = Col("Value", ["2,450.00", "USD", "September 15, 2026"])
+paymentActions = Buttons([payNowButton, downloadButton])
+payNowButton = Button("Pay USD 2,450.00 now", null, "primary", "normal", "large")
+downloadButton = Button("Download invoice", null, "secondary")
+note = TextContent("Secure online payment is available by card or bank transfer.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r4.txt
new file mode 100644
index 000000000..d5089b36f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-invoice__r4.txt
@@ -0,0 +1,9 @@
+root = Card([header, invoiceDetails, paymentCallout, actions], "card", "column", "l")
+header = CardHeader("Invoice #INV-1048", "From Alex Morgan · Freelance Design Services")
+invoiceDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Invoice details", ["Amount due", "Due date", "Currency"])
+detailValue = Col("Value", ["$2,450.00", "September 15, 2026", "USD"])
+paymentCallout = Callout("info", "Payment ready", "Pay the outstanding balance securely online before the due date.")
+actions = Buttons([payNowButton, downloadButton])
+payNowButton = Button("Pay $2,450.00 USD now", null, "primary", "normal", "large")
+downloadButton = Button("Download invoice", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r1.txt
new file mode 100644
index 000000000..d57bf37dd
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r1.txt
@@ -0,0 +1,13 @@
+root = Card([header, meeting, attendees, joinActions], "card", "column", "l")
+header = CardHeader("Up next", "A quick look at your calendar")
+meeting = Card([meetingTitle, meetingTime], "sunk", "column", "xs")
+meetingTitle = Heading("Product roadmap sync", "h2")
+meetingTime = TextContent("Today, 10:30 AM–11:00 AM", "large-heavy")
+attendees = Card([attendeeHeading, attendeeList], "clear", "column", "s")
+attendeeHeading = Heading("Attending", "h3")
+attendeeList = ListBlock([attendeeOne, attendeeTwo, attendeeThree])
+attendeeOne = ListItem("Maya Chen", "Organizer")
+attendeeTwo = ListItem("Jordan Lee", "Product")
+attendeeThree = ListItem("Sam Rivera", "Engineering")
+joinActions = Buttons([joinButton])
+joinButton = Button("Join video call", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r2.txt
new file mode 100644
index 000000000..c5f9e08f0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r2.txt
@@ -0,0 +1,12 @@
+root = Card([header, meeting, attendees, joinActions], "card", "column", "m")
+header = CardHeader("Up next", "A quick look at your calendar")
+meeting = Card([meetingTitle, meetingTime], "sunk", "column", "xs")
+meetingTitle = Heading("Product roadmap sync", "h2")
+meetingTime = TextContent("Today, 10:30 AM–11:00 AM", "large-heavy")
+attendees = ListBlock([attendeeOne, attendeeTwo, attendeeThree])
+attendeeOne = ListItem("Maya Chen", "Organizer")
+attendeeTwo = ListItem("Jordan Lee", "Attending")
+attendeeThree = ListItem("Sam Patel", "Attending")
+joinActions = Buttons([joinButton, detailsButton])
+joinButton = Button("Join call", null, "primary", "normal", "large")
+detailsButton = Button("View meeting details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r3.txt
new file mode 100644
index 000000000..7b0df189e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r3.txt
@@ -0,0 +1,16 @@
+root = Card([header, nextMeeting, separator, attendees, joinActions], "card", "column", "l")
+header = CardHeader("Up next", "A quick look at your calendar")
+nextMeeting = Card([meetingTitle, meetingTime, meetingStatus], "sunk", "column", "s")
+meetingTitle = Heading("Product roadmap sync", "h2")
+meetingTime = TextContent("Today, 10:30 AM–11:00 AM", "large")
+meetingStatus = Badge("Starts in 25 minutes", "secondary")
+separator = Separator("horizontal", true)
+attendees = Card([attendeeHeading, attendeeList], "clear", "column", "s")
+attendeeHeading = Heading("Attending", "h3")
+attendeeList = ListBlock([attendeeOne, attendeeTwo, attendeeThree], "image")
+attendeeOne = ListItem("Maya Chen", "Product Manager", ["https://picsum.photos/seed/maya-chen/96/96"])
+attendeeTwo = ListItem("Jordan Lee", "Engineering Lead", ["https://picsum.photos/seed/jordan-lee/96/96"])
+attendeeThree = ListItem("Sam Rivera", "Design Director", ["https://picsum.photos/seed/sam-rivera/96/96"])
+joinActions = Buttons([joinButton, detailsButton])
+joinButton = Button("Join call", null, "primary", "normal", "large")
+detailsButton = Button("View meeting details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r4.txt
new file mode 100644
index 000000000..dc8703e4f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-meeting__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, meeting, attendees, joinActions], "card", "column", "l")
+header = CardHeader("Up next", "A quick look at your calendar")
+meeting = Card([meetingTitle, meetingTime], "sunk", "column", "s")
+meetingTitle = Heading("Weekly Product Sync", "h2")
+meetingTime = TextContent("Today, 10:30 AM–11:00 AM", "large-heavy")
+attendees = Card([attendeeHeading, attendeeList], "clear", "column", "s")
+attendeeHeading = Heading("Attending", "h3")
+attendeeList = ListBlock([attendeeOne, attendeeTwo, attendeeThree])
+attendeeOne = ListItem("Maya Chen", "Product Manager")
+attendeeTwo = ListItem("Jordan Lee", "Engineering Lead")
+attendeeThree = ListItem("Sam Rivera", "Design Lead")
+joinActions = Buttons([joinButton, detailsButton])
+joinButton = Button("Join call", null, "primary", "normal", "large")
+detailsButton = Button("View meeting details", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r1.txt
new file mode 100644
index 000000000..d83a10b81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r1.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l", "center")
+header = CardHeader("The Weekly Product Brief", "A concise newsletter for product builders")
+benefit = TextContent("Get practical product insights, curated tools, and one actionable idea delivered to your inbox every week.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We’ll only use this to send the weekly newsletter.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r2.txt
new file mode 100644
index 000000000..d4f74f3b0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r2.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Weekly Product Newsletter", "Stay current with the products and ideas shaping your work.")
+benefit = TextContent("Every week, get concise product updates, practical tips, and curated launches delivered to your inbox.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We’ll only use your email for this weekly newsletter.")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r3.txt
new file mode 100644
index 000000000..d841f59e8
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r3.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("Stay ahead of the product", "A weekly newsletter for product builders")
+benefit = TextContent("Get a concise weekly roundup of product insights, practical tactics, and noteworthy launches.", "large")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We will only use your email for this newsletter.")
+emailInput = Input("email", "you@example.com", "email", ["required"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r4.txt
new file mode 100644
index 000000000..333a991de
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-newsletter__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, benefit, signupForm], "card", "column", "l")
+header = CardHeader("The Weekly Product Brief", "A concise newsletter for product teams")
+benefit = TextContent("Get practical product insights, curated tools, and one actionable idea delivered to your inbox every week.")
+signupForm = Form("newsletter-signup", formButtons, [emailField])
+emailField = FormControl("Email address", emailInput, "We’ll only use your email to send the weekly newsletter.")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+formButtons = Buttons([subscribeButton])
+subscribeButton = Button("Subscribe", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-order__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-order__r1.txt
new file mode 100644
index 000000000..2b090a335
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-order__r1.txt
@@ -0,0 +1,12 @@
+root = Card([header, currentStatus, deliveryEstimate, trackingDetails, reportProblem], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #DLV-48291")
+currentStatus = Callout("info", "Your package is out for delivery", "It is currently with the local courier in Seattle, WA and is expected to arrive today.")
+deliveryEstimate = TextCallout("success", "Estimated delivery", "Tuesday, August 18, by 8:00 PM")
+trackingDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Tracking detail", ["Current location", "Latest update", "Carrier"])
+detailValue = Col("Status", ["Seattle, WA distribution route", "Out for delivery at 9:14 AM", "NorthStar Delivery"])
+reportProblem = DialogBlock("Report a delivery problem", "Tell us what happened", "Choose this option if your package is delayed, damaged, missing, or delivered to the wrong address.", [problemText, problemActions], "destructive")
+problemText = TextContent("Include any useful details, such as where you looked for the package or visible damage.")
+problemActions = Buttons([submitProblem, cancelProblem])
+submitProblem = Button("Submit delivery issue", null, "primary")
+cancelProblem = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-order__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-order__r2.txt
new file mode 100644
index 000000000..6135d1036
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-order__r2.txt
@@ -0,0 +1,13 @@
+root = Card([header, location, deliveryDate, trackingDetails, reportProblem], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #DLV-48291")
+location = Callout("info", "Your package is out for delivery", "It is currently with the local courier in downtown Seattle and is scheduled for delivery today.")
+deliveryDate = TextCallout("success", "Estimated delivery", "Tuesday, August 18, by 8:00 PM")
+trackingDetails = Table([detailLabel, detailValue])
+detailLabel = Col("Tracking detail", ["Current location", "Last update", "Delivery address"])
+detailValue = Col("Status", ["Seattle local delivery hub", "8:42 AM — Loaded onto delivery vehicle", "123 Pine Street, Seattle, WA"])
+reportProblem = DialogBlock("Report a delivery problem", "Tell us what happened", "Choose an option or describe the issue so we can help.", [problemText, problemActions], "destructive")
+problemText = TextContent("Examples: package has not arrived, address issue, damaged package, or delivery instructions were missed.")
+problemActions = Buttons([notArrivedButton, addressIssueButton, damagedButton])
+notArrivedButton = Button("Package has not arrived", null, "primary")
+addressIssueButton = Button("Address or delivery instructions issue", null, "secondary")
+damagedButton = Button("Report damaged package", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-order__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-order__r3.txt
new file mode 100644
index 000000000..799b8b631
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-order__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, currentStatus, deliveryEstimate, progress, trackingDetails, issueSection], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #DLV-48291")
+currentStatus = Callout("info", "Your package is out for delivery", "It is with the local courier and is expected to arrive today.")
+deliveryEstimate = TextCallout("success", "Estimated delivery", "Tuesday, August 18, by 8:00 PM")
+progress = Progress(82, "Delivery progress")
+trackingDetails = Table([eventColumn, locationColumn, timeColumn])
+eventColumn = Col("Tracking update", ["Out for delivery", "Arrived at local facility", "In transit"])
+locationColumn = Col("Location", ["Downtown delivery hub", "Riverside sorting center", "Regional distribution center"])
+timeColumn = Col("Time", ["Today, 9:12 AM", "Today, 6:40 AM", "Yesterday, 8:15 PM"])
+issueSection = Card([issueHeading, issueText, issueButtons], "sunk", "column", "s")
+issueHeading = Heading("Need help with this delivery?", "h3")
+issueText = TextContent("Report a missing package, damaged item, delivery delay, or incorrect delivery location.")
+issueButtons = Buttons([reportProblemButton, contactSupportButton])
+reportProblemButton = Button("Report a delivery problem", null, "primary")
+contactSupportButton = Button("Contact support", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-order__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-order__r4.txt
new file mode 100644
index 000000000..6f6379b4c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-order__r4.txt
@@ -0,0 +1,13 @@
+root = Card([header, location, delivery, separator, problem], "card", "column", "l")
+header = CardHeader("Track your delivery", "Order #DLV-48291")
+location = Callout("info", "Your package is out for delivery", "It is currently with the local courier in your area and is scheduled for delivery today.")
+delivery = Card([deliveryLabel, deliveryDate, progress], "sunk", "column", "s")
+deliveryLabel = TextContent("Estimated delivery", "small-heavy")
+deliveryDate = TextContent("Tuesday, August 18, by 8:00 PM", "large-heavy")
+progress = Progress(85, "Delivery progress")
+separator = Separator("horizontal", true)
+problem = Card([problemHeading, problemText, problemButtons], "clear", "column", "s")
+problemHeading = Heading("Having an issue?", "h3")
+problemText = TextContent("Let us know if your delivery is delayed, damaged, missing, or needs another change.")
+problemButtons = Buttons([reportButton])
+reportButton = Button("Report a delivery problem", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-poll__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r1.txt
new file mode 100644
index 000000000..1b2090456
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r1.txt
@@ -0,0 +1,10 @@
+root = Card([header, pollForm], "card", "column", "l")
+header = CardHeader("Team lunch poll", "Where should we go for lunch on Friday?")
+pollForm = Form("lunch-poll", pollButtons, [restaurantField])
+restaurantField = FormControl("Choose one restaurant", restaurantOptions)
+restaurantOptions = RadioGroup("restaurant", [restaurantOne, restaurantTwo, restaurantThree])
+restaurantOne = RadioItem("Saffron Kitchen", "Indian cuisine · 8-minute walk", "saffron-kitchen")
+restaurantTwo = RadioItem("Green Bowl Café", "Salads and sandwiches · 5-minute walk", "green-bowl-cafe")
+restaurantThree = RadioItem("Harbor Noodles", "Ramen and dumplings · 12-minute walk", "harbor-noodles")
+pollButtons = Buttons([voteButton])
+voteButton = Button("Cast my vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-poll__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r2.txt
new file mode 100644
index 000000000..d7e631fca
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r2.txt
@@ -0,0 +1,11 @@
+root = Card([header, prompt, restaurantList, voteActions], "card", "column", "l")
+header = CardHeader("Team Lunch Poll", "Vote for this Friday's lunch destination")
+prompt = Heading("Where should we go for lunch on Friday?", "h2")
+restaurantList = ListBlock([restaurantOne, restaurantTwo, restaurantThree])
+restaurantOne = ListItem("Saffron Kitchen", "Indian cuisine • 8-minute walk")
+restaurantTwo = ListItem("Green Bowl Café", "Salads and sandwiches • 5-minute walk")
+restaurantThree = ListItem("Pasta House", "Italian comfort food • 10-minute walk")
+voteActions = Buttons([voteSaffron, voteGreenBowl, votePasta], "column")
+voteSaffron = Button("Vote for Saffron Kitchen", null, "primary")
+voteGreenBowl = Button("Vote for Green Bowl Café", null, "secondary")
+votePasta = Button("Vote for Pasta House", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-poll__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r3.txt
new file mode 100644
index 000000000..069511636
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r3.txt
@@ -0,0 +1,11 @@
+root = Card([header, prompt, restaurantList, voteActions], "card", "column", "l")
+header = CardHeader("Team Lunch Poll", "Cast your vote for Friday")
+prompt = Heading("Where should we go for lunch on Friday?", "h2")
+restaurantList = ListBlock([restaurantOne, restaurantTwo, restaurantThree], "number")
+restaurantOne = ListItem("Taco Verde", "Tacos, bowls, and vegetarian options")
+restaurantTwo = ListItem("Pasta House", "Fresh pasta, salads, and sandwiches")
+restaurantThree = ListItem("Sakura Sushi", "Sushi rolls, ramen, and bento boxes")
+voteActions = Buttons([voteTaco, votePasta, voteSushi], "column")
+voteTaco = Button("Vote for Taco Verde", null, "primary")
+votePasta = Button("Vote for Pasta House", null, "secondary")
+voteSushi = Button("Vote for Sakura Sushi", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-poll__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r4.txt
new file mode 100644
index 000000000..8986eb9bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-poll__r4.txt
@@ -0,0 +1,9 @@
+root = Card([header, question, restaurantList, actions], "card", "column", "l")
+header = CardHeader("Team lunch poll", "Vote for this Friday's team lunch")
+question = Heading("Where should we go for lunch on Friday?", "h2")
+restaurantList = ListBlock([restaurantOne, restaurantTwo, restaurantThree], "number")
+restaurantOne = ListItem("Cedar & Spice", "Mediterranean bowls and wraps")
+restaurantTwo = ListItem("Nori House", "Sushi, ramen, and Japanese small plates")
+restaurantThree = ListItem("Green Table", "Seasonal salads, sandwiches, and vegetarian options")
+actions = Buttons([voteButton])
+voteButton = Button("Cast my vote", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-profile__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r1.txt
new file mode 100644
index 000000000..19082ff81
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r1.txt
@@ -0,0 +1,17 @@
+root = Card([header, profile, bioHeading, bio, separator, messageHeading, messageForm], "card", "column", "l")
+header = CardHeader("Company Directory", "Employee profile")
+profile = Card([avatar, identity], "clear", "row", "m", "center")
+avatar = Avatar(null, "Jordan Lee", "JL")
+identity = Card([name, role], "clear", "column", "xs")
+name = Heading("Jordan Lee", "h1")
+role = TextContent("Senior Product Designer", "large")
+bioHeading = Heading("About Jordan", "h2")
+bio = TextContent("Jordan designs clear, accessible product experiences and partners closely with engineering and research teams. Outside work, they enjoy mentoring new designers and exploring local coffee shops.")
+separator = Separator("horizontal", true)
+messageHeading = Heading("Send Jordan a message", "h2")
+messageForm = Form("message-jordan", messageButtons, [messageField])
+messageField = FormControl("Message", messageInput, "Your message will be sent to Jordan Lee.")
+messageInput = TextArea("message", "Write a message to Jordan...", 5)
+messageButtons = Buttons([sendButton, cancelButton])
+sendButton = Button("Send message", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-profile__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r2.txt
new file mode 100644
index 000000000..3d37a9bf9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r2.txt
@@ -0,0 +1,11 @@
+root = Card([profileHeader, profileDetails, messageForm], "card", "column", "l")
+profileHeader = CardHeader("Maya Chen", "Senior Product Designer")
+profileDetails = Card([avatar, bioHeading, bio], "clear", "column", "s", "start")
+avatar = Avatar("https://picsum.photos/seed/maya-chen/160/160", "Maya Chen", "MC")
+bioHeading = Heading("About Maya", "h3")
+bio = TextContent("Maya designs intuitive tools for enterprise teams. She partners closely with research and engineering to turn complex workflows into clear, accessible experiences.")
+messageForm = Form("message-maya", messageButtons, [messageField])
+messageField = FormControl("Send Maya a message", messageInput, "Your message will be delivered to Maya.")
+messageInput = TextArea("message", "Write a message...", 4)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-profile__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r3.txt
new file mode 100644
index 000000000..d9b9e1765
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r3.txt
@@ -0,0 +1,8 @@
+root = Card([profileHeader, bioSection, messageForm], "card", "column", "l")
+profileHeader = CardHeader("Maya Chen", "Senior Product Designer")
+bioSection = TextContent("Maya designs clear, accessible product experiences for teams and customers. She partners closely with engineering and research to turn complex workflows into intuitive tools.", "default")
+messageForm = Form("send-message", messageButtons, [messageField])
+messageField = FormControl("Message", messageInput, "Your message will be sent to Maya.")
+messageInput = TextArea("message", "Write a message to Maya...", 5)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-profile__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r4.txt
new file mode 100644
index 000000000..9b0f5da34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-profile__r4.txt
@@ -0,0 +1,8 @@
+root = Card([profileHeader, bioSection, messageSection], "card", "column", "l")
+profileHeader = CardHeader("Maya Chen", "Senior Product Designer")
+bioSection = TextContent("Maya is a product designer focused on making complex workflows feel simple. She partners with engineering and research teams to build accessible, customer-centered experiences.")
+messageSection = Form("send-message", messageButtons, [messageField])
+messageField = FormControl("Send Maya a message", messageInput, "Your message will be delivered to Maya.")
+messageInput = TextArea("message", "Write a message...", 4)
+messageButtons = Buttons([sendButton])
+sendButton = Button("Send message", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r1.txt
new file mode 100644
index 000000000..f0ec98381
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r1.txt
@@ -0,0 +1,9 @@
+root = Card([header, revenue, comparison, detail], "card", "column", "l")
+header = CardHeader("Mid-morning check-in", "Today through 10:30 AM")
+revenue = TextCallout("success", "Revenue so far today", "$2,840")
+comparison = Callout("info", "Ahead of yesterday", "$2,840 today versus $2,410 at the same time yesterday — up $430 (17.8%).")
+detail = Table([metricCol, todayCol, yesterdayCol, changeCol])
+metricCol = Col("Metric", ["Revenue through 10:30 AM"])
+todayCol = Col("Today", ["$2,840"])
+yesterdayCol = Col("Yesterday, same time", ["$2,410"])
+changeCol = Col("Change", ["+$430 · +17.8%"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r2.txt
new file mode 100644
index 000000000..7c22ba89a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r2.txt
@@ -0,0 +1,8 @@
+root = Card([header, revenue, comparison, trend], "card", "column", "l")
+header = CardHeader("Mid-morning check-in", "Sales performance as of 10:30 AM")
+revenue = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Revenue so far today", "Orders so far today"])
+valueCol = Col("Value", ["$1,842", "37"])
+comparison = Callout("success", "Up $286 versus yesterday", "At the same time yesterday, revenue was $1,556. Today is 18.4% ahead.")
+trend = BarChart(["Yesterday 10:30 AM", "Today 10:30 AM"], [revenueSeries], "grouped", "Checkpoint", "Revenue (USD)")
+revenueSeries = Series("Revenue", [1556, 1842])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r3.txt
new file mode 100644
index 000000000..2b9bea0da
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r3.txt
@@ -0,0 +1,18 @@
+root = Card([header, revenueCard, comparisonCallout, hourlyTrend, detailTable, actions], "card", "column", "l")
+header = CardHeader("Mid-morning check-in", "Today through 10:30 AM")
+revenueCard = Card([revenueLabel, revenueValue, revenueProgress], "sunk", "column", "s")
+revenueLabel = TextContent("Revenue so far today", "small-heavy")
+revenueValue = TextContent("$2,840", "large-heavy")
+revenueProgress = Progress(68, "68% of yesterday's full-day revenue")
+comparisonCallout = Callout("success", "Ahead of yesterday", "$2,840 today versus $2,410 at the same time yesterday — up $430 (17.8%).")
+hourlyTrend = BarChart(["8 AM", "9 AM", "10 AM", "10:30 AM"], [todaySeries, yesterdaySeries], "grouped", "Time", "Revenue ($)")
+todaySeries = Series("Today", [420, 980, 1110, 330])
+yesterdaySeries = Series("Yesterday", [360, 840, 940, 270])
+detailTable = Table([metricColumn, todayColumn, yesterdayColumn, changeColumn])
+metricColumn = Col("Metric", ["Revenue", "Orders", "Average order"])
+todayColumn = Col("Today", ["$2,840", "46", "$61.74"])
+yesterdayColumn = Col("Yesterday at 10:30 AM", ["$2,410", "41", "$58.78"])
+changeColumn = Col("Change", ["+$430 · 17.8%", "+5 · 12.2%", "+$2.96 · 5.0%"])
+actions = Buttons([viewOrdersButton, viewReportButton])
+viewOrdersButton = Button("View today's orders", null, "primary")
+viewReportButton = Button("Open sales report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r4.txt
new file mode 100644
index 000000000..f9b39dbeb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-revenue__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, revenue, comparison, trend], "card", "column", "l")
+header = CardHeader("Mid-morning check-in", "Sales performance as of 10:30 AM")
+revenue = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Revenue so far today", "Orders today", "Average order value"])
+valueCol = Col("Value", ["$1,842", "47", "$39.19"])
+comparison = Callout("success", "Ahead of yesterday", "$1,842 is $286 higher than the $1,556 earned by 10:30 AM yesterday — up 18.4%.")
+trend = BarChart(["Yesterday", "Today"], [revenueSeries], "grouped", "As of 10:30 AM", "Revenue (USD)")
+revenueSeries = Series("Revenue", [1556, 1842])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-task__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-task__r1.txt
new file mode 100644
index 000000000..5432d3fde
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-task__r1.txt
@@ -0,0 +1,7 @@
+root = Card([header, taskTitle, deadline, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your most urgent task")
+taskTitle = Heading("Submit the client proposal", "h2")
+deadline = Callout("warning", "Due today", "Deadline: August 18, 2026 at 5:00 PM")
+status = TextCallout("info", "In progress", "The proposal is drafted and awaiting final review.")
+actions = Buttons([completeButton])
+completeButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-task__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-task__r2.txt
new file mode 100644
index 000000000..acf9c352c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-task__r2.txt
@@ -0,0 +1,8 @@
+root = Card([header, urgentTask, status, actionGroup], "card", "column", "l")
+header = CardHeader("Focus", "Your most urgent task")
+urgentTask = Card([taskTitle, deadline], "sunk", "column", "s")
+taskTitle = TextContent("Submit the quarterly budget forecast", "large-heavy")
+deadline = TextContent("Due today at 4:00 PM", "default")
+status = Callout("warning", "In progress", "This task is due soon and has not been completed.")
+actionGroup = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-task__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-task__r3.txt
new file mode 100644
index 000000000..c1384a3b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-task__r3.txt
@@ -0,0 +1,6 @@
+root = Card([header, urgentTask, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your highest-priority task right now")
+urgentTask = Callout("warning", "Submit quarterly budget review", "Due today at 4:00 PM — finalize the summary and send it to Finance.")
+status = TextCallout("info", "In progress", "You have completed the analysis. The final review and submission remain.")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-task__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-task__r4.txt
new file mode 100644
index 000000000..649ec692f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-task__r4.txt
@@ -0,0 +1,8 @@
+root = Card([header, urgentTask, status, actions], "card", "column", "l")
+header = CardHeader("Focus", "Your most urgent task")
+urgentTask = Card([taskTitle, deadline], "sunk", "column", "s")
+taskTitle = Heading("Submit the quarterly budget proposal", "h2")
+deadline = TextContent("Deadline: Today, 4:00 PM", "large-heavy")
+status = Callout("warning", "In progress", "The proposal is due in 2 hours. Review the final figures and submit it.")
+actions = Buttons([doneButton])
+doneButton = Button("Mark as done", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r1.txt
new file mode 100644
index 000000000..f0874df65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r1.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident])
+header = CardHeader("Platform Status", "Current API health and recent incident updates")
+uptime = Callout("success", "API uptime this month: 99.98%", "The API is operational and meeting its monthly availability target.")
+incident = Callout("info", "Most recent incident resolved", "Elevated API latency was resolved on August 16, 2026 at 14:32 UTC. Root cause mitigation has been deployed and service performance is normal.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r2.txt
new file mode 100644
index 000000000..5c8f19549
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r2.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident], "card", "column", "l")
+header = CardHeader("Platform Status", "Live service health for the platform team")
+uptime = Progress(99.98, "API uptime this month — 99.98%")
+incident = Callout("success", "Most recent incident resolved", "Elevated API error rates affected a subset of requests on August 16. The issue was resolved at 14:32 UTC after traffic was shifted away from an unhealthy service node.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r3.txt
new file mode 100644
index 000000000..0163fd217
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r3.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident], "card", "column", "l")
+header = CardHeader("Platform Status", "Current service health for the platform team")
+uptime = Callout("success", "API uptime: 99.98%", "Measured for the current month. All API services are operating normally.")
+incident = TextCallout("info", "Most recent incident", "Elevated API latency affected a subset of requests on August 16. The issue was resolved at 14:32 UTC after traffic was rebalanced.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r4.txt
new file mode 100644
index 000000000..fac5ed8af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-uptime__r4.txt
@@ -0,0 +1,4 @@
+root = Card([header, uptime, incident], "card", "column", "l")
+header = CardHeader("Platform Status", "Live service health for the platform team")
+uptime = Callout("success", "API uptime this month: 99.98%", "The API has remained operational for 99.98% of the current month.")
+incident = Callout("info", "Most recent incident resolved", "Elevated API latency affected a subset of requests on August 16, 2026. The issue was resolved at 14:32 UTC.")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-weather__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r1.txt
new file mode 100644
index 000000000..9ad04d207
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r1.txt
@@ -0,0 +1,16 @@
+root = Card([header, current, separatorOne, outlookHeading, outlook, separatorTwo, sunHeading, sunTable], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru • Tuesday, 18 August")
+current = Callout("info", "24°C • Partly cloudy", "Feels like 25°C. Gentle winds from the west at 10 km/h, with a 20% chance of rain this morning.")
+separatorOne = Separator()
+outlookHeading = Heading("Next three days", "h2")
+outlook = Table([dayCol, conditionsCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionsCol = Col("Outlook", ["Light showers", "Cloudy with sunny breaks", "Partly cloudy"])
+highCol = Col("High", ["27°C", "28°C", "29°C"])
+lowCol = Col("Low", ["20°C", "20°C", "21°C"])
+rainCol = Col("Rain chance", ["55%", "30%", "20%"])
+separatorTwo = Separator()
+sunHeading = Heading("Sunrise & sunset", "h2")
+sunTable = Table([eventCol, timeCol])
+eventCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:08 AM", "6:42 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-weather__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r2.txt
new file mode 100644
index 000000000..288890b80
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r2.txt
@@ -0,0 +1,15 @@
+root = Card([header, current, separator, outlookHeading, outlook, separator, sunHeading, sunTable], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru • Tuesday, 18 August")
+current = Callout("info", "24°C — Partly cloudy", "Feels like 25°C. Humidity is 78% with a light southwest breeze at 9 km/h. A brief shower is possible later this afternoon.")
+separator = Separator()
+outlookHeading = Heading("Next three days", "h2")
+outlook = Table([dayCol, conditionCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Today", "Wednesday", "Thursday"])
+conditionCol = Col("Outlook", ["Partly cloudy, chance of shower", "Cloudy with intermittent rain", "Mostly cloudy, warmer"])
+highCol = Col("High", ["27°C", "26°C", "28°C"])
+lowCol = Col("Low", ["21°C", "20°C", "21°C"])
+rainCol = Col("Rain chance", ["45%", "65%", "30%"])
+sunHeading = Heading("Sunrise & sunset", "h2")
+sunTable = Table([eventCol, timeCol])
+eventCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Local time", ["6:07 AM", "6:42 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-weather__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r3.txt
new file mode 100644
index 000000000..8558623b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r3.txt
@@ -0,0 +1,13 @@
+root = Card([header, current, outlookHeading, outlook, sunHeading, sunTimes], "card", "column", "l")
+header = CardHeader("Morning Weather Brief", "Bengaluru • Tuesday, August 18")
+current = Callout("info", "24°C • Partly cloudy", "Feels like 25°C. Gentle winds and a comfortable start to the day.")
+outlookHeading = Heading("Next three days", "h2")
+outlook = Table([dayCol, conditionCol, highCol, lowCol])
+dayCol = Col("Day", ["Today", "Wednesday", "Thursday"])
+conditionCol = Col("Outlook", ["Partly cloudy", "Light rain", "Cloudy with breaks"])
+highCol = Col("High", ["28°C", "27°C", "29°C"])
+lowCol = Col("Low", ["20°C", "20°C", "21°C"])
+sunHeading = Heading("Sun times", "h2")
+sunTimes = Table([eventCol, timeCol])
+eventCol = Col("Event", ["Sunrise", "Sunset"])
+timeCol = Col("Time", ["6:05 AM", "6:38 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b1-weather__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r4.txt
new file mode 100644
index 000000000..92ab82242
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b1-weather__r4.txt
@@ -0,0 +1,14 @@
+root = Card([header, current, outlookHeader, outlook, sunHeader, sunTable], "card", "column", "l")
+header = CardHeader("Morning weather brief", "Bengaluru • Tuesday, August 18")
+current = Callout("info", "24°C • Partly cloudy", "Feels like 25°C. Light winds from the west; humidity is 72%.")
+outlookHeader = Heading("Next three days", "h2")
+outlook = Table([dayCol, conditionCol, highCol, lowCol, rainCol])
+dayCol = Col("Day", ["Wednesday", "Thursday", "Friday"])
+conditionCol = Col("Outlook", ["Scattered showers", "Mostly cloudy", "Thunderstorms possible"])
+highCol = Col("High", ["27°C", "28°C", "26°C"])
+lowCol = Col("Low", ["20°C", "20°C", "19°C"])
+rainCol = Col("Rain chance", ["45%", "30%", "60%"])
+sunHeader = Heading("Sun times", "h2")
+sunTable = Table([sunEventCol, sunTimeCol])
+sunEventCol = Col("Event", ["Sunrise", "Sunset"])
+sunTimeCol = Col("Time", ["6:08 AM", "6:43 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-budget__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r1.txt
new file mode 100644
index 000000000..494736434
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r1.txt
@@ -0,0 +1,29 @@
+root = Card([header, budgetProgress, budgetSummary, categoryHeading, categoryChart, largestExpense, monthPicker, addExpenseForm], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+budgetProgress = Progress(1840, "$1,840 spent of $2,500 monthly budget")
+budgetSummary = TextCallout("info", "On track", "$660 remains this month. You have used 74% of your budget.")
+categoryHeading = Heading("Spending by category", "h3")
+categoryChart = PieChart(["Housing", "Groceries", "Dining", "Transport", "Entertainment", "Other"], [900, 340, 210, 160, 120, 110], "donut")
+largestExpense = Callout("warning", "Largest expense", "Rent payment — $900 on August 1")
+monthPicker = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthInput)
+monthInput = DatePicker("budget_month", "single", null, ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View selected month", null, "secondary")
+addExpenseForm = Form("add-expense", expenseButtons, [expenseNameField, expenseAmountField, expenseCategoryField, expenseDateField])
+expenseNameField = FormControl("Expense name", expenseNameInput)
+expenseNameInput = Input("expense_name", "e.g. Grocery store")
+expenseAmountField = FormControl("Amount", expenseAmountInput)
+expenseAmountInput = Input("expense_amount", "0.00", "number")
+expenseCategoryField = FormControl("Category", expenseCategoryInput)
+expenseCategoryInput = Select("expense_category", [housingOption, groceriesOption, diningOption, transportOption, entertainmentOption, otherOption], "Choose a category")
+housingOption = SelectItem("housing", "Housing")
+groceriesOption = SelectItem("groceries", "Groceries")
+diningOption = SelectItem("dining", "Dining")
+transportOption = SelectItem("transport", "Transport")
+entertainmentOption = SelectItem("entertainment", "Entertainment")
+otherOption = SelectItem("other", "Other")
+expenseDateField = FormControl("Date", expenseDateInput)
+expenseDateInput = DatePicker("expense_date", "single")
+expenseButtons = Buttons([addExpenseButton])
+addExpenseButton = Button("Add expense", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-budget__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r2.txt
new file mode 100644
index 000000000..ea9def7ae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r2.txt
@@ -0,0 +1,30 @@
+root = Card([header, budgetProgress, budgetSummary, categoryHeading, categorySplit, largestExpense, monthPicker, addExpenseForm], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+budgetProgress = Progress(72, "$2,160 spent of $3,000 monthly budget")
+budgetSummary = Table([summaryMetric, summaryAmount])
+summaryMetric = Col("This month", ["Budget", "Spent", "Remaining"])
+summaryAmount = Col("Amount", ["$3,000", "$2,160", "$840"])
+categoryHeading = Heading("Spending by category", "h3")
+categorySplit = PieChart(["Housing", "Groceries", "Transport", "Dining", "Other"], [950, 420, 280, 310, 200], "donut")
+largestExpense = Callout("warning", "Largest expense: Rent", "$950 paid on August 1 — 44% of this month's spending.")
+monthPicker = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthInput)
+monthInput = DatePicker("budget_month", "single", null, ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View selected month", null, "secondary")
+addExpenseForm = Form("add-expense", expenseButtons, [expenseNameField, expenseAmountField, expenseCategoryField, expenseDateField])
+expenseNameField = FormControl("Expense name", expenseNameInput)
+expenseNameInput = Input("expense_name", "e.g. Coffee shop")
+expenseAmountField = FormControl("Amount", expenseAmountInput)
+expenseAmountInput = Input("expense_amount", "0.00", "number")
+expenseCategoryField = FormControl("Category", expenseCategoryInput)
+expenseCategoryInput = Select("expense_category", [housingOption, groceriesOption, transportOption, diningOption, otherOption], "Choose a category")
+housingOption = SelectItem("housing", "Housing")
+groceriesOption = SelectItem("groceries", "Groceries")
+transportOption = SelectItem("transport", "Transport")
+diningOption = SelectItem("dining", "Dining")
+otherOption = SelectItem("other", "Other")
+expenseDateField = FormControl("Date", expenseDateInput)
+expenseDateInput = DatePicker("expense_date", "single")
+expenseButtons = Buttons([addExpenseButton])
+addExpenseButton = Button("Add expense", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-budget__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r3.txt
new file mode 100644
index 000000000..77ad94dd3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r3.txt
@@ -0,0 +1,30 @@
+root = Card([header, budgetProgress, summary, categoryChart, largestExpense, monthPicker, expenseForm], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026")
+budgetProgress = Progress(68, "$2,040 spent of $3,000 monthly budget")
+summary = Table([summaryMetric, summaryValue])
+summaryMetric = Col("Budget snapshot", ["Monthly budget", "Spent so far", "Remaining"])
+summaryValue = Col("Amount", ["$3,000", "$2,040", "$960"])
+categoryChart = PieChart(["Housing", "Food", "Transport", "Utilities", "Fun"], [900, 420, 260, 310, 150], "donut")
+largestExpense = Callout("warning", "Largest expense: Rent — $900", "Paid on August 1. This is 30% of your monthly budget.")
+monthPicker = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("View a different month", monthInput, "Choose the month you want to review.")
+monthInput = DatePicker("budget_month", "single", null, ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View selected month", null, "secondary")
+expenseForm = Form("add-expense", expenseButtons, [expenseNameField, expenseAmountField, expenseCategoryField, expenseDateField])
+expenseNameField = FormControl("Expense name", expenseNameInput)
+expenseNameInput = Input("expense_name", "e.g. Grocery shopping")
+expenseAmountField = FormControl("Amount", expenseAmountInput)
+expenseAmountInput = Input("expense_amount", "0.00", "number")
+expenseCategoryField = FormControl("Category", expenseCategoryInput)
+expenseCategoryInput = Select("expense_category", [housingOption, foodOption, transportOption, utilitiesOption, funOption], "Select a category")
+housingOption = SelectItem("housing", "Housing")
+foodOption = SelectItem("food", "Food")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+funOption = SelectItem("fun", "Fun")
+expenseDateField = FormControl("Date", expenseDateInput)
+expenseDateInput = DatePicker("expense_date", "single")
+expenseButtons = Buttons([addExpenseButton, cancelExpenseButton])
+addExpenseButton = Button("Add expense", null, "primary")
+cancelExpenseButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-budget__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r4.txt
new file mode 100644
index 000000000..a1046a916
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-budget__r4.txt
@@ -0,0 +1,28 @@
+root = Card([header, monthPicker, summary, budgetProgress, categoryHeading, categoryChart, largestExpense, expenseForm], "card", "column", "l")
+header = CardHeader("Personal budget check", "August 2026 spending overview")
+monthPicker = CalendarBlock("single", "2026-08", 1, "dropdown")
+summary = Table([summaryMetric, summaryValue])
+summaryMetric = Col("This month", ["Budget", "Spent", "Remaining"])
+summaryValue = Col("Amount", ["$3,200", "$2,418", "$782"])
+budgetProgress = Progress(76, "$2,418 of $3,200 budget used")
+categoryHeading = Heading("Spending by category", "h2")
+categoryChart = PieChart(["Housing", "Groceries", "Dining", "Transport", "Utilities", "Other"], [1100, 486, 312, 205, 178, 137], "donut", "circular")
+largestExpense = Callout("warning", "Largest expense: Rent — $1,100", "Paid August 1. This is 46% of your spending so far this month.")
+expenseForm = Form("add-expense", expenseButtons, [expenseNameField, expenseAmountField, expenseCategoryField, expenseDateField])
+expenseNameField = FormControl("Expense name", expenseNameInput)
+expenseNameInput = Input("expense_name", "e.g. Coffee shop")
+expenseAmountField = FormControl("Amount", expenseAmountInput)
+expenseAmountInput = Input("amount", "0.00", "number")
+expenseCategoryField = FormControl("Category", expenseCategorySelect)
+expenseCategorySelect = Select("category", [housingOption, groceriesOption, diningOption, transportOption, utilitiesOption, otherOption], "Choose a category")
+housingOption = SelectItem("housing", "Housing")
+groceriesOption = SelectItem("groceries", "Groceries")
+diningOption = SelectItem("dining", "Dining")
+transportOption = SelectItem("transport", "Transport")
+utilitiesOption = SelectItem("utilities", "Utilities")
+otherOption = SelectItem("other", "Other")
+expenseDateField = FormControl("Date", expenseDatePicker)
+expenseDatePicker = DatePicker("expense_date", "single")
+expenseButtons = Buttons([addExpenseButton, cancelButton])
+addExpenseButton = Button("Add expense", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r1.txt
new file mode 100644
index 000000000..73afd10ef
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r1.txt
@@ -0,0 +1,23 @@
+root = Card([header, special, menuTabs, hours], "card", "column", "l")
+header = CardHeader("Juniper Cafe", "Fresh coffee, comforting food, and a little something sweet")
+special = Callout("success", "Today's Special: Roasted Tomato & Basil Toastie", "Grilled sourdough with roasted tomatoes, basil pesto, mozzarella, and a side salad — $12.50")
+menuTabs = Tabs([allTab, vegetarianTab])
+allTab = TabItem("all", "Full Menu", [drinksHeading, drinksTable, foodHeading, foodTable])
+vegetarianTab = TabItem("vegetarian", "Vegetarian Only", [vegetarianNote, vegetarianTable])
+drinksHeading = Heading("Drinks", "h2")
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Flat White", "Cappuccino", "Iced Latte", "Chai Latte", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.50", "$4.50", "$4.50", "$5.00", "$4.75", "$5.25"])
+foodHeading = Heading("Food", "h2")
+foodTable = Table([foodName, foodDescription, foodPrice])
+foodName = Col("Item", ["Avocado Toast", "Roasted Tomato & Basil Toastie", "Turkey & Swiss Croissant", "Mushroom Breakfast Bowl", "Berry Yogurt Parfait", "Chocolate Chip Cookie"])
+foodDescription = Col("Description", ["Sourdough, smashed avocado, chili flakes", "Vegetarian • Today's special", "Turkey, Swiss, tomato, mustard", "Vegetarian • Quinoa, mushrooms, poached egg", "Vegetarian • Granola, Greek yogurt, seasonal berries", "Vegetarian • Baked in-house"])
+foodPrice = Col("Price", ["$10.00", "$12.50", "$11.75", "$13.00", "$8.50", "$3.25"])
+vegetarianNote = TextCallout("info", "Vegetarian menu", "These selections are prepared without meat or fish.")
+vegetarianTable = Table([vegName, vegDescription, vegPrice])
+vegName = Col("Item", ["Avocado Toast", "Roasted Tomato & Basil Toastie", "Mushroom Breakfast Bowl", "Berry Yogurt Parfait", "Chocolate Chip Cookie"])
+vegDescription = Col("Description", ["Sourdough, smashed avocado, chili flakes", "Grilled sourdough, roasted tomatoes, basil pesto, mozzarella", "Quinoa, mushrooms, greens, poached egg", "Granola, Greek yogurt, seasonal berries", "Baked in-house"])
+vegPrice = Col("Price", ["$10.00", "$12.50", "$13.00", "$8.50", "$3.25"])
+hours = ListBlock([weekdayHours, weekendHours], "number")
+weekdayHours = ListItem("Monday–Friday", "7:00 AM – 5:00 PM")
+weekendHours = ListItem("Saturday–Sunday", "8:00 AM – 4:00 PM")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r2.txt
new file mode 100644
index 000000000..48cc62a5c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r2.txt
@@ -0,0 +1,25 @@
+root = Card([header, special, menuTabs, hours], "card", "column", "l")
+header = CardHeader("Juniper Café", "Fresh coffee, wholesome food, and baked daily treats")
+special = Callout("success", "Today's Special: Roasted Vegetable Focaccia", "Grilled seasonal vegetables, basil pesto, mozzarella, and a side salad — $12.50")
+menuTabs = Tabs([drinksTab, foodTab, vegetarianTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksHeading, drinksTable])
+foodTab = TabItem("food", "Food", [foodHeading, foodTable])
+vegetarianTab = TabItem("vegetarian", "Vegetarian Only", [vegetarianHeading, vegetarianCallout, vegetarianTable])
+drinksHeading = Heading("Drinks", "h2")
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Latte", "Matcha Latte", "Iced Tea", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.50", "$4.75", "$5.25", "$3.75", "$4.50"])
+foodHeading = Heading("Food", "h2")
+foodTable = Table([foodName, foodPrice])
+foodName = Col("Food", ["Avocado Toast (V)", "Roasted Vegetable Focaccia (V)", "Turkey & Swiss Croissant", "Breakfast Burrito", "Tomato Soup (V)", "Blueberry Muffin (V)"])
+foodPrice = Col("Price", ["$9.50", "$12.50", "$10.75", "$11.25", "$7.50", "$4.25"])
+vegetarianHeading = Heading("Vegetarian Food", "h2")
+vegetarianCallout = TextCallout("info", "Vegetarian filter active", "Showing meat-free menu items. Items marked (V) are vegetarian.")
+vegetarianTable = Table([vegetarianName, vegetarianPrice])
+vegetarianName = Col("Vegetarian item", ["Avocado Toast (V)", "Roasted Vegetable Focaccia (V)", "Tomato Soup (V)", "Blueberry Muffin (V)"])
+vegetarianPrice = Col("Price", ["$9.50", "$12.50", "$7.50", "$4.25"])
+hours = SectionBlock([hoursSection])
+hoursSection = SectionItem("hours", "Opening Hours", [hoursTable])
+hoursTable = Table([dayColumn, timeColumn])
+dayColumn = Col("Day", ["Monday–Friday", "Saturday", "Sunday"])
+timeColumn = Col("Hours", ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r3.txt
new file mode 100644
index 000000000..264fc2d04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r3.txt
@@ -0,0 +1,22 @@
+root = Card([header, special, menuTabs, hours], "card", "column", "l")
+header = CardHeader("Juniper Café", "Fresh drinks, simple food, and a warm welcome")
+special = Callout("success", "Today’s special: Roasted Tomato & Basil Toastie", "Served with a small house salad — $11.50")
+menuTabs = Tabs([drinksTab, foodTab])
+drinksTab = TabItem("drinks", "Drinks", [drinksHeading, drinksTable])
+foodTab = TabItem("food", "Food", [vegFilter, foodHeading, foodTable])
+drinksHeading = Heading("Drinks", "h2")
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Flat white", "Cappuccino", "Iced latte", "Loose-leaf tea", "Fresh orange juice"])
+drinkPrice = Col("Price", ["$3.50", "$4.50", "$4.50", "$5.25", "$3.75", "$5.00"])
+vegFilter = SwitchGroup("vegetarian-filter", [vegetarianOnly], "clear")
+vegetarianOnly = SwitchItem("Vegetarian items only", "Hide dishes containing meat or fish", "vegetarian", false)
+foodHeading = Heading("Food", "h2")
+foodTable = Table([foodName, foodPrice, foodDiet])
+foodName = Col("Item", ["Avocado toast", "Roasted Tomato & Basil Toastie", "Breakfast burrito", "Chicken pesto focaccia", "Berry yogurt parfait", "Smoked salmon bagel"])
+foodPrice = Col("Price", ["$9.50", "$11.50", "$10.75", "$12.25", "$7.50", "$11.75"])
+foodDiet = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "—", "Vegetarian", "—"])
+hours = SectionBlock([hoursSection])
+hoursSection = SectionItem("hours", "Opening hours", [hoursTable])
+hoursTable = Table([dayColumn, timeColumn])
+dayColumn = Col("Day", ["Monday–Friday", "Saturday", "Sunday"])
+timeColumn = Col("Hours", ["7:00 AM – 5:00 PM", "8:00 AM – 4:00 PM", "8:00 AM – 2:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r4.txt
new file mode 100644
index 000000000..c6f2ef8e1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-cafe__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, special, filterForm, menuTitle, drinksSection, foodSection, hoursSection], "clear", "column", "l")
+header = CardHeader("Juniper Café", "Fresh coffee, simple food, all day")
+special = Callout("success", "Today’s Special: Roasted Tomato & Mozzarella Toastie", "Served with a small house salad — $12.50")
+filterForm = Form("menu-filter", filterButtons, [dietaryFilter])
+dietaryFilter = FormControl("Menu filter", vegetarianToggle, "Select to show vegetarian items only")
+vegetarianToggle = CheckBoxGroup("vegetarian_only", [vegetarianOption])
+vegetarianOption = CheckBoxItem("Vegetarian items only", "Hide items containing meat or fish", "vegetarian", false)
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "secondary")
+menuTitle = Heading("Menu", "h2")
+drinksSection = SectionBlock([drinksItem], false)
+drinksItem = SectionItem("drinks", "Drinks", [drinksTable])
+drinksTable = Table([drinkName, drinkPrice])
+drinkName = Col("Drink", ["Espresso", "Americano", "Cappuccino", "Flat White", "Chai Latte", "Fresh Orange Juice"])
+drinkPrice = Col("Price", ["$3.00", "$3.50", "$4.25", "$4.25", "$4.75", "$5.00"])
+foodSection = SectionBlock([foodItem], false)
+foodItem = SectionItem("food", "Food", [foodTable, vegetarianNote])
+foodTable = Table([foodName, foodPrice, foodDiet])
+foodName = Col("Food", ["Butter Croissant", "Avocado Toast", "Roasted Tomato & Mozzarella Toastie", "Turkey & Swiss Sandwich", "Greek Yogurt Granola Bowl"])
+foodPrice = Col("Price", ["$3.75", "$9.50", "$12.50", "$11.75", "$8.25"])
+foodDiet = Col("Diet", ["Vegetarian", "Vegetarian", "Vegetarian", "—", "Vegetarian"])
+vegetarianNote = TextContent("Vegetarian items are marked in the Diet column.", "small")
+hoursSection = SectionBlock([hoursItem], false)
+hoursItem = SectionItem("hours", "Opening Hours", [hoursTable])
+hoursTable = Table([dayColumn, hoursColumn])
+dayColumn = Col("Day", ["Monday–Friday", "Saturday", "Sunday"])
+hoursColumn = Col("Hours", ["7:00 AM – 6:00 PM", "8:00 AM – 5:00 PM", "8:00 AM – 3:00 PM"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-course__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-course__r1.txt
new file mode 100644
index 000000000..48396b1b3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-course__r1.txt
@@ -0,0 +1,15 @@
+root = Card([header, progress, nextLesson, moduleHeading, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Introduction to Product Design", "Instructor: Maya Chen")
+progress = Progress(62, "Overall course progress")
+nextLesson = Callout("info", "Up next: Designing your first wireframe", "Module 4 · Lesson 2 · Estimated time: 18 minutes")
+moduleHeading = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("1. Design foundations", "Completed · 5 lessons")
+moduleTwo = ListItem("2. Understanding users", "Completed · 4 lessons")
+moduleThree = ListItem("3. Mapping user journeys", "Completed · 6 lessons")
+moduleFour = ListItem("4. Wireframing essentials", "In progress · 2 of 5 lessons complete")
+moduleFive = ListItem("5. Prototyping and feedback", "Not started · 0 of 4 lessons complete")
+rating = TextCallout("success", "Average learner rating: 4.8 / 5", "Based on 1,246 learner reviews")
+actions = Buttons([continueButton, syllabusButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
+syllabusButton = Button("View full syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-course__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-course__r2.txt
new file mode 100644
index 000000000..e50fcd409
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-course__r2.txt
@@ -0,0 +1,15 @@
+root = Card([header, progress, nextLesson, modulesHeader, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Product Design Foundations", "Instructor: Maya Chen")
+progress = Progress(68, "Course progress — 68% complete")
+nextLesson = Callout("info", "Up next: Designing with constraints", "Module 4 • Lesson 2 • 18 minutes. Continue where you left off.")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("1. Design thinking essentials", "Completed • 5 lessons")
+moduleTwo = ListItem("2. Research and user needs", "Completed • 4 lessons")
+moduleThree = ListItem("3. Information architecture", "Completed • 6 lessons")
+moduleFour = ListItem("4. Interaction design", "In progress • 2 of 5 lessons complete")
+moduleFive = ListItem("5. Testing and iteration", "Not started • 4 lessons")
+rating = TextCallout("success", "Average learner rating: 4.8 / 5", "Based on 2,146 learner reviews")
+actions = Buttons([continueButton, syllabusButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
+syllabusButton = Button("View course syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-course__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-course__r3.txt
new file mode 100644
index 000000000..6c08ee55b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-course__r3.txt
@@ -0,0 +1,15 @@
+root = Card([header, progress, nextLesson, modulesHeader, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Introduction to Product Design", "Instructor: Maya Chen")
+progress = Progress(68, "Course progress — 68% complete")
+nextLesson = Callout("info", "Up next: Lesson 4.2 — Designing for accessibility", "Estimated time: 18 minutes. Continue where you left off and apply inclusive design principles.")
+modulesHeader = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("1. Design foundations", "Completed · 5 lessons")
+moduleTwo = ListItem("2. Research and user insights", "Completed · 6 lessons")
+moduleThree = ListItem("3. Information architecture", "Completed · 4 lessons")
+moduleFour = ListItem("4. Interface design", "In progress · 3 of 5 lessons complete")
+moduleFive = ListItem("5. Prototype and test", "Not started · 4 lessons")
+rating = TextCallout("success", "Average learner rating: 4.8 / 5", "Based on 2,146 learner reviews")
+actions = Buttons([continueButton, syllabusButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
+syllabusButton = Button("View course syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-course__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-course__r4.txt
new file mode 100644
index 000000000..73e8a1f02
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-course__r4.txt
@@ -0,0 +1,15 @@
+root = Card([header, progress, nextLesson, modulesHeading, modules, rating, actions], "card", "column", "l")
+header = CardHeader("Foundations of Product Design", "Instructor: Maya Chen")
+progress = Progress(62, "Course progress — 62% complete")
+nextLesson = Callout("info", "Up next: Lesson 4.3 — Designing for accessibility", "Continue with a 14-minute lesson on inclusive color, contrast, and interaction patterns.")
+modulesHeading = Heading("Course modules", "h2")
+modules = ListBlock([moduleOne, moduleTwo, moduleThree, moduleFour, moduleFive], "number")
+moduleOne = ListItem("Module 1: Design thinking essentials", "Completed")
+moduleTwo = ListItem("Module 2: Research and user insights", "Completed")
+moduleThree = ListItem("Module 3: Information architecture", "Completed")
+moduleFour = ListItem("Module 4: Interface design", "In progress — 3 of 6 lessons complete")
+moduleFive = ListItem("Module 5: Testing and iteration", "Not started")
+rating = TextCallout("success", "Average learner rating: 4.8 / 5", "Based on 1,246 learner reviews.")
+actions = Buttons([continueButton, syllabusButton])
+continueButton = Button("Continue learning", null, "primary", "normal", "large")
+syllabusButton = Button("View course syllabus", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-event__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-event__r1.txt
new file mode 100644
index 000000000..669bf7750
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-event__r1.txt
@@ -0,0 +1,28 @@
+root = Card([header, countdown, eventDetails, agendaHeading, agenda, speakersHeading, speakers, ticketsHeading, tickets, registrationHeading, registration], "clear", "column", "l")
+header = CardHeader("FutureCraft Conference 2026", "Ideas, tools, and people shaping what comes next")
+countdown = Callout("info", "42 days remaining", "Join us on October 8, 2026 at the Harbor Convention Center in Seattle, Washington.")
+eventDetails = TextContent("**October 8, 2026** · 9:00 AM–6:30 PM  \n**Harbor Convention Center** · 1200 Alaskan Way, Seattle, WA", "large")
+agendaHeading = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession, agendaLocation])
+agendaTime = Col("Time", ["9:00 AM", "10:00 AM", "11:30 AM", "1:00 PM", "2:30 PM", "4:00 PM", "5:30 PM"])
+agendaSession = Col("Session", ["Registration & coffee", "Opening keynote: Designing for the next decade", "Product strategy panel", "Lunch & networking", "AI workshop: From prototype to practice", "Founder lightning talks", "Closing reception"])
+agendaLocation = Col("Location", ["Grand Lobby", "Main Stage", "Main Stage", "Rooftop Terrace", "Studio B", "Main Stage", "Harbor Hall"])
+speakersHeading = Heading("Featured speakers", "h2")
+speakers = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Maya Chen · VP of Product, Orbit", "Building product teams that move quickly without losing customer focus.")
+speakerTwo = ListItem("Jon Bell · Founder, Lumen Labs", "Turning emerging technology into durable, human-centered businesses.")
+speakerThree = ListItem("Aisha Rahman · Design Director, Northstar", "Creating inclusive systems that work across products, platforms, and cultures.")
+speakerFour = ListItem("Diego Morales · AI Research Lead, Fieldnote", "Practical approaches for bringing responsible AI into everyday workflows.")
+ticketsHeading = Heading("Tickets", "h2")
+tickets = Table([ticketTier, ticketPrice, ticketAccess])
+ticketTier = Col("Tier", ["Early Bird", "General Admission", "Team Pass"])
+ticketPrice = Col("Price", ["$249", "$349", "$999"])
+ticketAccess = Col("Includes", ["Full-day conference access", "Full-day access + reception", "4 admissions + reserved seating"])
+registrationHeading = Heading("Reserve your place", "h2")
+registration = Form("conference-registration", registrationButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name", "text", ["required"])
+emailField = FormControl("Email address", emailInput, "Your confirmation and ticket details will be sent here.")
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register for FutureCraft", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-event__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-event__r2.txt
new file mode 100644
index 000000000..b2e4a9a93
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-event__r2.txt
@@ -0,0 +1,27 @@
+root = Card([header, countdown, eventInfo, agendaHeading, agenda, speakersHeading, speakers, ticketsHeading, tickets, registrationHeading, registration], "clear", "column", "l")
+header = CardHeader("Future Forward Conference 2026", "Ideas, technology, and people shaping what comes next")
+countdown = Callout("info", "42 days remaining", "Join us on October 8, 2026 for a full day of practical insight and meaningful connections.")
+eventInfo = TextContent("**Thursday, October 8, 2026** · 9:00 AM–6:00 PM  \nHarbor Convention Center, Grand Hall · Seattle, Washington", "large-heavy")
+agendaHeading = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession])
+agendaTime = Col("Time", ["9:00 AM", "9:45 AM", "11:00 AM", "12:30 PM", "2:00 PM", "3:30 PM", "5:00 PM"])
+agendaSession = Col("Session", ["Registration and coffee", "Opening keynote: Building for the next decade", "Panel: Responsible AI in practice", "Networking lunch", "Breakouts: Product, design, and engineering", "Fireside chat: Leading through change", "Closing reception"])
+speakersHeading = Heading("Featured speakers", "h2")
+speakers = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Maya Chen · CEO, Luma Labs", "Building organizations that adapt faster than the market.")
+speakerTwo = ListItem("Jordan Ellis · VP Product, Northstar", "Turning emerging technology into products customers trust.")
+speakerThree = ListItem("Priya Nair · Design Director, Fieldwork", "Designing inclusive systems for complex human needs.")
+speakerFour = ListItem("Andre Wallace · Author and strategist", "Leading teams with clarity in an era of constant change.")
+ticketsHeading = Heading("Tickets", "h2")
+tickets = Table([tierCol, priceCol, accessCol])
+tierCol = Col("Tier", ["Early Bird", "Standard", "Team Pass"])
+priceCol = Col("Price", ["$249", "$349", "$999"])
+accessCol = Col("Includes", ["Full conference access", "Full conference access + reception", "4 full-access tickets + team lounge"])
+registrationHeading = Heading("Reserve your place", "h2")
+registration = Form("conference-registration", registrationButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name")
+emailField = FormControl("Email address", emailInput, "Your confirmation and ticket details will be sent here.")
+emailInput = Input("email", "you@example.com", "email")
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-event__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-event__r3.txt
new file mode 100644
index 000000000..96e1fa54b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-event__r3.txt
@@ -0,0 +1,35 @@
+root = Card([header, countdown, agendaSection, speakersSection, ticketsSection, registrationSection], "clear", "column", "l")
+header = CardHeader("Future Forward 2026", "October 14–15, 2026 · The Grand Hall, San Francisco")
+countdown = Callout("info", "57 days remaining", "Join innovators, builders, and leaders for two days of practical ideas and meaningful connections.")
+agendaSection = SectionBlock([agendaDayOne, agendaDayTwo], false)
+agendaDayOne = SectionItem("day-one", "Day 1 · Wednesday, October 14", [agendaTableOne])
+agendaDayTwo = SectionItem("day-two", "Day 2 · Thursday, October 15", [agendaTableTwo])
+agendaTableOne = Table([agendaOneTime, agendaOneSession])
+agendaOneTime = Col("Time", ["09:00", "10:00", "11:30", "13:00", "14:30", "16:00"])
+agendaOneSession = Col("Agenda", ["Registration & coffee", "Opening keynote: Designing the next decade", "Product strategy panel", "Lunch & networking", "AI in the real world", "Community reception"])
+agendaTableTwo = Table([agendaTwoTime, agendaTwoSession])
+agendaTwoTime = Col("Time", ["09:30", "10:30", "12:00", "13:30", "15:00", "16:30"])
+agendaTwoSession = Col("Agenda", ["Breakfast roundtables", "Building resilient teams", "Founder stories: from zero to scale", "Lunch", "Interactive workshops", "Closing keynote & farewell"])
+speakersSection = SectionBlock([speakersItem], false)
+speakersItem = SectionItem("speakers", "Featured speakers", [speakersList])
+speakersList = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Maya Chen · CEO, Orbit Labs", "Maya builds human-centered AI products used by teams around the world.")
+speakerTwo = ListItem("David Okafor · VP Engineering, Northstar", "David shares lessons from scaling reliable platforms and high-trust engineering teams.")
+speakerThree = ListItem("Elena Rossi · Founder, Studio Forma", "Elena explores how design systems turn ambitious ideas into enduring experiences.")
+speakerFour = ListItem("Jordan Lee · Climate Tech Investor", "Jordan connects emerging technology with practical paths toward a lower-carbon future.")
+ticketsSection = SectionBlock([ticketsItem], false)
+ticketsItem = SectionItem("tickets", "Tickets", [ticketTable, ticketNote])
+ticketTable = Table([ticketTier, ticketPrice, ticketIncludes])
+ticketTier = Col("Tier", ["Early Bird", "Standard", "Student"])
+ticketPrice = Col("Price", ["$349", "$499", "$149"])
+ticketIncludes = Col("Includes", ["Full conference access, meals, reception", "Full conference access, meals, reception", "Full conference access"])
+ticketNote = TextContent("Early Bird pricing ends September 1, 2026.", "small")
+registrationSection = Card([registrationHeader, registrationForm], "card", "column", "m")
+registrationHeader = Heading("Reserve your place", "h2")
+registrationForm = Form("conference-registration", registrationButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name", "text", ["required"])
+emailField = FormControl("Email address", emailInput)
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-event__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-event__r4.txt
new file mode 100644
index 000000000..8304dae65
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-event__r4.txt
@@ -0,0 +1,27 @@
+root = Card([header, countdown, agendaHeader, agenda, speakersHeader, speakers, ticketsHeader, tickets, registrationHeader, registration], "clear", "column", "l")
+header = CardHeader("Future Frontiers 2026", "October 14–15, 2026 • Harbor Convention Center, San Francisco")
+countdown = Callout("info", "57 days remaining", "Join builders, designers, and leaders shaping what comes next.")
+agendaHeader = Heading("Agenda", "h2")
+agenda = Table([agendaTime, agendaSession, agendaLocation])
+agendaTime = Col("Time", ["9:00 AM", "10:15 AM", "12:30 PM", "2:00 PM", "4:15 PM"])
+agendaSession = Col("Session", ["Opening keynote: The next decade", "Designing trusted AI products", "Networking lunch", "Founder panel: From idea to impact", "Closing conversation & reception"])
+agendaLocation = Col("Location", ["Grand Hall", "Studio A", "Bay Terrace", "Grand Hall", "Skyline Lounge"])
+speakersHeader = Heading("Featured speakers", "h2")
+speakers = ListBlock([speakerOne, speakerTwo, speakerThree, speakerFour])
+speakerOne = ListItem("Maya Chen", "CEO, Lumen Labs — Building practical AI systems for everyday teams.")
+speakerTwo = ListItem("Jordan Ellis", "Product Design Director, Northstar — Designing technology people can trust.")
+speakerThree = ListItem("Priya Nair", "Founder, Fieldwork — Turning climate data into local action.")
+speakerFour = ListItem("Andre Walker", "Investor & operator — Helping early-stage founders scale responsibly.")
+ticketsHeader = Heading("Tickets", "h2")
+tickets = Table([ticketTier, ticketPrice, ticketAccess])
+ticketTier = Col("Tier", ["Early Bird", "General Admission", "Executive Pass"])
+ticketPrice = Col("Price", ["$249", "$349", "$699"])
+ticketAccess = Col("Includes", ["Two-day conference access", "Conference access + lunch", "All access + speaker dinner + lounge"])
+registrationHeader = Heading("Reserve your place", "h2")
+registration = Form("conference-registration", registrationButtons, [nameField, emailField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name")
+emailField = FormControl("Email address", emailInput, "Your confirmation and event updates will be sent here.")
+emailInput = Input("email", "you@example.com", "email")
+registrationButtons = Buttons([registerButton])
+registerButton = Button("Register now", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r1.txt
new file mode 100644
index 000000000..08fdc276d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r1.txt
@@ -0,0 +1,25 @@
+root = Card([header, progress, calories, weekly, logWorkout], "clear", "column", "l")
+header = CardHeader("Daily Summary", "Tuesday, August 18")
+progress = Progress(8246, "8,246 of 10,000 steps")
+calories = Card([calorieHeader, calorieText], "sunk", "column", "xs")
+calorieHeader = Heading("Calories burned", "h3")
+calorieText = TextContent("642 active calories", "large-heavy")
+weekly = Card([weeklyHeader, workoutChart], "card", "column", "m")
+weeklyHeader = CardHeader("Weekly workouts", "Minutes completed over the past 7 days")
+workoutChart = BarChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Today"], [workoutMinutes], "grouped", "Day", "Minutes")
+workoutMinutes = Series("Workout minutes", [35, 0, 42, 55, 30, 48, 25])
+logWorkout = DialogBlock("Log a workout", "New workout", "Add today’s activity to your summary.", [workoutForm])
+workoutForm = Form("log-workout", formButtons, [activityField, durationField, notesField])
+activityField = FormControl("Activity", activitySelect)
+activitySelect = Select("activity", [runOption, walkOption, cycleOption, strengthOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+walkOption = SelectItem("walking", "Walking")
+cycleOption = SelectItem("cycling", "Cycling")
+strengthOption = SelectItem("strength", "Strength training")
+durationField = FormControl("Duration (minutes)", durationInput)
+durationInput = Input("duration", "30", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it feel?", 3)
+formButtons = Buttons([saveButton, cancelButton])
+saveButton = Button("Save workout", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r2.txt
new file mode 100644
index 000000000..b29a36ba6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r2.txt
@@ -0,0 +1,24 @@
+root = Card([header, progress, metrics, weeklyHeading, weeklyChart, logWorkout], "clear", "column", "l")
+header = CardHeader("Daily fitness summary", "Tuesday, August 18")
+progress = Progress(7842, "7,842 of 10,000 daily steps")
+metrics = Table([metricName, metricValue])
+metricName = Col("Today", ["Calories burned", "Active minutes", "Distance"])
+metricValue = Col("Value", ["486 kcal", "52 min", "5.9 km"])
+weeklyHeading = Heading("Workouts this week", "h3")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [workoutSeries], "grouped", "Day", "Minutes")
+workoutSeries = Series("Workout minutes", [35, 0, 48, 30, 55, 40, 0])
+logWorkout = DialogBlock("Log new workout", "Log a workout", "Add today’s activity to your fitness summary.", [workoutForm], "default")
+workoutForm = Form("new-workout", workoutButtons, [workoutTypeField, durationField, notesField])
+workoutTypeField = FormControl("Workout type", workoutType)
+workoutType = Select("workout_type", [runOption, strengthOption, cycleOption, yogaOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cycleOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration", durationInput, "Minutes completed")
+durationInput = Input("duration", "e.g. 45", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it feel?", 3)
+workoutButtons = Buttons([saveWorkout, cancelWorkout])
+saveWorkout = Button("Save workout", null, "primary")
+cancelWorkout = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r3.txt
new file mode 100644
index 000000000..3b35a8ee5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r3.txt
@@ -0,0 +1,30 @@
+root = Card([header, stepsCard, caloriesCard, weeklyCard, logWorkout], "clear", "column", "l")
+header = CardHeader("Daily fitness summary", "Tuesday, August 18")
+stepsCard = Card([stepsHeading, stepsProgress, stepsText], "card", "column", "s")
+stepsHeading = Heading("Steps today", "h2")
+stepsProgress = Progress(8246, "8,246 of 10,000 steps")
+stepsText = TextContent("1,754 steps to reach your daily goal.", "default")
+caloriesCard = Card([caloriesHeading, caloriesValue, caloriesNote], "card", "column", "s")
+caloriesHeading = Heading("Calories burned", "h2")
+caloriesValue = TextContent("642 active calories", "large-heavy")
+caloriesNote = TextContent("Estimated from your activity today.", "small")
+weeklyCard = Card([weeklyHeading, weeklyChart, weeklyNote], "card", "column", "s")
+weeklyHeading = Heading("Workouts this week", "h2")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [workoutMinutes], "grouped", "Day", "Minutes")
+workoutMinutes = Series("Workout minutes", [32, 45, 0, 28, 51, 36, 0])
+weeklyNote = TextContent("4 workouts completed • 192 total minutes", "small-heavy")
+logWorkout = DialogBlock("Log a workout", "Log a new workout", "Add today's activity to your fitness history.", [workoutForm])
+workoutForm = Form("log-workout", formButtons, [workoutTypeField, durationField, notesField])
+workoutTypeField = FormControl("Workout type", workoutTypeSelect)
+workoutTypeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration", durationInput, "Enter minutes")
+durationInput = Input("duration", "30", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it feel?", 3)
+formButtons = Buttons([saveWorkout, cancelWorkout])
+saveWorkout = Button("Save workout", null, "primary")
+cancelWorkout = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r4.txt
new file mode 100644
index 000000000..b1c5115a1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-fitness__r4.txt
@@ -0,0 +1,31 @@
+root = Card([header, stepsSection, caloriesSection, workoutSection, logWorkoutSection], "clear", "column", "l")
+header = CardHeader("Daily Summary", "Tuesday, August 18")
+stepsSection = Card([stepsHeading, stepsProgress, stepsDetail], "card", "column", "s")
+stepsHeading = Heading("Today's steps", "h2")
+stepsProgress = Progress(8240, "8,240 of 10,000 steps")
+stepsDetail = TextContent("You are 1,760 steps away from your daily goal.", "small")
+caloriesSection = Card([caloriesHeading, caloriesTable], "card", "column", "s")
+caloriesHeading = Heading("Calories burned", "h2")
+caloriesTable = Table([calorieMetric, calorieValue])
+calorieMetric = Col("Metric", ["Active calories", "Total calories", "Daily target"])
+calorieValue = Col("Today", ["486 kcal", "2,104 kcal", "600 active kcal"])
+workoutSection = Card([workoutHeading, workoutText, workoutChart], "card", "column", "s")
+workoutHeading = Heading("Workout activity", "h2")
+workoutText = TextContent("Your completed workout minutes over the past 7 days.", "small")
+workoutChart = BarChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Today"], [workoutMinutes], "grouped", "Day", "Minutes")
+workoutMinutes = Series("Workout minutes", [35, 0, 42, 28, 50, 31, 24])
+logWorkoutSection = Card([logWorkoutHeading, workoutForm], "card", "column", "s")
+logWorkoutHeading = Heading("Log a new workout", "h2")
+workoutForm = Form("log-workout", formButtons, [workoutTypeField, durationField, notesField])
+workoutTypeField = FormControl("Workout type", workoutTypeSelect)
+workoutTypeSelect = Select("workout_type", [runOption, strengthOption, cyclingOption, yogaOption], "Choose an activity")
+runOption = SelectItem("running", "Running")
+strengthOption = SelectItem("strength", "Strength training")
+cyclingOption = SelectItem("cycling", "Cycling")
+yogaOption = SelectItem("yoga", "Yoga")
+durationField = FormControl("Duration", durationInput, "Enter total minutes")
+durationInput = Input("duration", "30", "number")
+notesField = FormControl("Notes", notesInput)
+notesInput = TextArea("notes", "How did it go?", 3)
+formButtons = Buttons([saveWorkoutButton])
+saveWorkoutButton = Button("Save workout", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-job__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-job__r1.txt
new file mode 100644
index 000000000..4baf57db2
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-job__r1.txt
@@ -0,0 +1,22 @@
+root = Card([header, overview, qualificationsSection, compensation, applicationForm, shareActions], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Design Team")
+overview = TextContent("Join our Design Team to shape intuitive, accessible experiences for the tools our customers use every day. You will partner closely with product, engineering, and research to take ideas from discovery through polished delivery.", "large")
+qualificationsSection = SectionBlock([qualificationsItem], false)
+qualificationsItem = SectionItem("qualifications", "What we are looking for", [qualificationsList])
+qualificationsList = ListBlock([qualificationOne, qualificationTwo, qualificationThree, qualificationFour])
+qualificationOne = ListItem("5+ years of product design experience", "A portfolio demonstrating thoughtful end-to-end work across complex digital products.")
+qualificationTwo = ListItem("Strong interaction and visual design craft", "Comfortable creating flows, wireframes, prototypes, and high-fidelity interfaces.")
+qualificationThree = ListItem("Collaborative product mindset", "Experienced partnering with product managers, engineers, and researchers.")
+qualificationFour = ListItem("Accessibility and systems fluency", "Working knowledge of inclusive design practices and component-based design systems.")
+compensation = Callout("success", "Salary range: $135,000–$165,000 USD", "Final compensation is based on experience, location, and role-related skills.")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name")
+emailField = FormControl("Email address", emailInput)
+emailInput = Input("email", "you@example.com", "email")
+resumeField = FormControl("Resume or portfolio link", resumeInput, "Share a public URL to your resume, portfolio, or LinkedIn profile.")
+resumeInput = Input("resume_link", "https://", "url")
+applicationButtons = Buttons([applyButton])
+applyButton = Button("Submit application", null, "primary")
+shareActions = Buttons([shareButton])
+shareButton = Button("Share this job posting", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-job__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-job__r2.txt
new file mode 100644
index 000000000..c51db6b1d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-job__r2.txt
@@ -0,0 +1,24 @@
+root = Card([header, overview, qualificationsSection, compensation, applicationForm, shareActions], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Product Design Team")
+overview = TextContent("Join our Product Design team to shape clear, thoughtful experiences for the tools our customers use every day. You will partner with product, engineering, and research to take ideas from early concepts through polished, accessible releases.", "large")
+qualificationsSection = SectionBlock([qualificationsItem], false)
+qualificationsItem = SectionItem("qualifications", "Main qualifications", [qualificationsList])
+qualificationsList = ListBlock([qualificationOne, qualificationTwo, qualificationThree, qualificationFour], "number")
+qualificationOne = ListItem("5+ years of product design experience", "Experience designing digital products across the full product-development lifecycle.")
+qualificationTwo = ListItem("Strong interaction and visual design craft", "A portfolio demonstrating systems thinking, polished UI, and clear user flows.")
+qualificationThree = ListItem("Collaborative communication", "Comfort partnering with product managers, engineers, researchers, and stakeholders.")
+qualificationFour = ListItem("Accessibility-minded practice", "Working knowledge of inclusive design principles and accessible interface patterns.")
+compensation = Callout("info", "Salary range", "$135,000–$165,000 USD annually, plus equity and comprehensive benefits.")
+applicationForm = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name", "text", ["required"])
+emailField = FormControl("Email address", emailInput)
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+resumeField = FormControl("Resume link", resumeInput, "Share a public link to your resume, portfolio, or LinkedIn profile.")
+resumeInput = Input("resume_link", "https://", "url", ["required"])
+applicationButtons = Buttons([applyButton, saveButton])
+applyButton = Button("Submit application", null, "primary")
+saveButton = Button("Save for later", null, "secondary")
+shareActions = Buttons([shareButton, copyLinkButton])
+shareButton = Button("Share this role", null, "secondary")
+copyLinkButton = Button("Copy posting link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-job__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-job__r3.txt
new file mode 100644
index 000000000..639207979
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-job__r3.txt
@@ -0,0 +1,23 @@
+root = Card([header, description, qualifications, compensation, application, shareActions], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Design Team")
+description = TextContent("Join our Design Team to shape intuitive, accessible product experiences from early concepts through polished launches. You will partner closely with product, engineering, and research to solve meaningful customer problems.", "large")
+qualifications = SectionBlock([qualificationSection])
+qualificationSection = SectionItem("qualifications", "What we are looking for", [qualificationList])
+qualificationList = ListBlock([qualificationOne, qualificationTwo, qualificationThree, qualificationFour], "number")
+qualificationOne = ListItem("5+ years of product design experience", "A portfolio demonstrating thoughtful end-to-end work across complex digital products.")
+qualificationTwo = ListItem("Strong interaction and visual design craft", "You can turn customer needs into clear flows, wireframes, prototypes, and high-fidelity interfaces.")
+qualificationThree = ListItem("Collaborative product mindset", "You communicate decisions clearly and work effectively with product managers, engineers, and researchers.")
+qualificationFour = ListItem("Accessible, systems-oriented thinking", "You understand inclusive design practices and can contribute to scalable design systems.")
+compensation = Callout("info", "Salary range", "$135,000–$165,000 USD annually, plus equity, benefits, and professional development support.")
+application = Form("design-role-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name")
+emailField = FormControl("Email address", emailInput, "Use an email address where we can reach you.")
+emailInput = Input("email", "you@example.com", "email")
+resumeField = FormControl("Resume or portfolio link", resumeInput, "Share a public link to your resume, portfolio, or both.")
+resumeInput = Input("resume_link", "https://", "url")
+applicationButtons = Buttons([applyButton, saveButton])
+applyButton = Button("Submit application", null, "primary")
+saveButton = Button("Save for later", null, "secondary")
+shareActions = Buttons([shareButton])
+shareButton = Button("Share this job", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-job__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-job__r4.txt
new file mode 100644
index 000000000..cb51bce01
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-job__r4.txt
@@ -0,0 +1,25 @@
+root = Card([header, summary, qualificationsSection, compensation, separator, applicationHeader, applicationForm, shareActions], "card", "column", "l")
+header = CardHeader("Senior Product Designer", "Design Team")
+summary = TextContent("Join our Design Team to shape clear, thoughtful product experiences for thousands of customers. You will partner with product, engineering, and research to turn complex workflows into intuitive tools.", "large")
+qualificationsSection = SectionBlock([qualificationItem], false)
+qualificationItem = SectionItem("qualifications", "What we are looking for", [qualificationList])
+qualificationList = ListBlock([qualificationOne, qualificationTwo, qualificationThree, qualificationFour])
+qualificationOne = ListItem("5+ years of product design experience", "A portfolio demonstrating end-to-end work on digital products.")
+qualificationTwo = ListItem("Strong interaction and visual design skills", "Comfortable creating flows, wireframes, prototypes, and polished interfaces.")
+qualificationThree = ListItem("Collaborative product mindset", "Experience partnering closely with product managers, engineers, and researchers.")
+qualificationFour = ListItem("Excellent communication", "Able to explain design decisions clearly and incorporate feedback constructively.")
+compensation = Callout("success", "Salary range", "$135,000–$165,000 USD annually, plus equity, benefits, and professional development support.")
+separator = Separator()
+applicationHeader = Heading("Apply for this role", "h2")
+applicationForm = Form("senior-product-designer-application", applicationButtons, [nameField, emailField, resumeField])
+nameField = FormControl("Full name", nameInput)
+nameInput = Input("full_name", "Your name", "text", ["required"])
+emailField = FormControl("Email address", emailInput)
+emailInput = Input("email", "you@example.com", "email", ["required", "email"])
+resumeField = FormControl("Resume or portfolio link", resumeInput, "Share a public URL to your resume, portfolio, or LinkedIn profile.")
+resumeInput = Input("resume_link", "https://", "url", ["required"])
+applicationButtons = Buttons([submitApplication])
+submitApplication = Button("Submit application", null, "primary")
+shareActions = Buttons([sharePosting, copyLink])
+sharePosting = Button("Share this job", null, "secondary")
+copyLink = Button("Copy posting link", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-sales__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r1.txt
new file mode 100644
index 000000000..be7a1660c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r1.txt
@@ -0,0 +1,13 @@
+root = Card([header, revenueKpi, conversionKpi, trendHeading, revenueTrend, productsHeading, productsTable, downloadActions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "A founder's snapshot of sales performance")
+revenueKpi = Callout("success", "Revenue this month: $84,260", "Up 12.4% from last month")
+conversionKpi = Callout("info", "Conversion rate: 4.8%", "Visitors who completed a purchase this month")
+trendHeading = Heading("Revenue over the last six months", "h2")
+revenueTrend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [51200, 58600, 62100, 67750, 74900, 84260])
+productsHeading = Heading("Best-selling products", "h2")
+productsTable = Table([productColumn, unitsColumn])
+productColumn = Col("Product", ["Growth Playbook", "Team Analytics", "Founder CRM"])
+unitsColumn = Col("Units sold", [428, 311, 247], "number")
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download sales numbers", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-sales__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r2.txt
new file mode 100644
index 000000000..a1f4ed5f0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r2.txt
@@ -0,0 +1,20 @@
+root = Card([header, kpis, revenueTrend, productsSection, downloadActions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "Founder overview for August 2026")
+kpis = Card([revenueMetric, conversionMetric], "sunk", "row", "m", "stretch", "between")
+revenueMetric = Card([revenueLabel, revenueValue], "clear", "column", "xs")
+revenueLabel = TextContent("Revenue this month", "small-heavy")
+revenueValue = TextContent("$84,260", "large-heavy")
+conversionMetric = Card([conversionLabel, conversionValue], "clear", "column", "xs")
+conversionLabel = TextContent("Conversion rate", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+revenueTrend = Card([trendHeading, trendChart], "clear", "column", "s")
+trendHeading = Heading("Revenue over the last six months", "h3")
+trendChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [51200, 58600, 63400, 59750, 72100, 84260])
+productsSection = Card([productsHeading, productsTable], "clear", "column", "s")
+productsHeading = Heading("Best-selling products", "h3")
+productsTable = Table([productNames, productUnits])
+productNames = Col("Product", ["Growth Playbook", "Team Analytics", "Founder CRM Template"])
+productUnits = Col("Units sold", [412, 287, 194], "number")
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download sales numbers", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-sales__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r3.txt
new file mode 100644
index 000000000..d33de5774
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r3.txt
@@ -0,0 +1,18 @@
+root = Card([header, summary, revenueTrend, productsSection, conversionSection, actions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "Founder view • August 2026")
+summary = Table([metricCol, valueCol])
+metricCol = Col("Metric", ["Revenue this month", "Month-over-month change"])
+valueCol = Col("Value", ["$84,260", "+12.4%"])
+revenueTrend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [52100, 58750, 63400, 68120, 74900, 84260])
+productsSection = Card([productsHeading, productsTable], "sunk", "column", "m")
+productsHeading = Heading("Top-selling products", "h3")
+productsTable = Table([productCol, unitsCol])
+productCol = Col("Product", ["Growth Analytics Pro", "Team Workspace", "Conversion Toolkit"])
+unitsCol = Col("Units sold", [286, 214, 173], "number")
+conversionSection = Card([conversionHeading, conversionProgress, conversionText], "sunk", "column", "s")
+conversionHeading = Heading("Conversion rate", "h3")
+conversionProgress = Progress(4.8, "4.8% of visitors became customers")
+conversionText = TextContent("Up from 4.3% last month.", "small")
+actions = Buttons([downloadButton])
+downloadButton = Button("Download sales numbers", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-sales__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r4.txt
new file mode 100644
index 000000000..e01ec799e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-sales__r4.txt
@@ -0,0 +1,19 @@
+root = Card([header, summary, revenueTrend, productsSection, conversionSection, downloadActions], "card", "column", "l")
+header = CardHeader("Monthly Sales Check", "Founder view • August 2026")
+summary = Table([metricColumn, valueColumn])
+metricColumn = Col("Metric", ["Revenue this month", "Orders", "Average order value"])
+valueColumn = Col("Value", ["$84,260", "1,438", "$58.60"])
+revenueTrend = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [revenueSeries], "natural", "Month", "Revenue (USD)")
+revenueSeries = Series("Revenue", [56200, 61400, 68300, 72100, 77900, 84260])
+productsSection = Card([productsHeading, productsTable], "sunk", "column", "m")
+productsHeading = Heading("Best-selling products", "h2")
+productsTable = Table([productColumn, unitsColumn, salesColumn])
+productColumn = Col("Product", ["Growth Playbook", "Team Analytics Pro", "Founder CRM"])
+unitsColumn = Col("Units sold", [486, 372, 291], "number")
+salesColumn = Col("Revenue", ["$24,300", "$22,320", "$17,460"])
+conversionSection = Card([conversionHeading, conversionProgress, conversionNote], "sunk", "column", "m")
+conversionHeading = Heading("Conversion", "h2")
+conversionProgress = Progress(4.8, "4.8% visitor-to-customer conversion")
+conversionNote = TextContent("Up 0.6 percentage points from last month.", "small")
+downloadActions = Buttons([downloadButton])
+downloadButton = Button("Download sales numbers", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-standup__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r1.txt
new file mode 100644
index 000000000..3a261ed53
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r1.txt
@@ -0,0 +1,22 @@
+root = Card([header, dateBadge, blockedAlert, updatesHeading, updatesList, missingCallout, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Team updates for today")
+dateBadge = Badge("Tuesday, August 18, 2026", "secondary")
+blockedAlert = Alert("1 teammate is blocked", "Maya needs a review of the API authentication approach before she can continue.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updatesList = ListBlock([mayaUpdate, liamUpdate, sofiaUpdate, noahUpdate], "number")
+mayaUpdate = ListItem("Maya Chen — Blocked", "Yesterday: completed the billing API endpoints. Today: preparing integration tests. Blocked: needs an API authentication review.")
+liamUpdate = ListItem("Liam Patel", "Yesterday: fixed mobile navigation issues. Today: polishing the settings screen and submitting a QA build.")
+sofiaUpdate = ListItem("Sofia Reyes", "Yesterday: finalized onboarding copy. Today: drafting the release notes and help-center updates.")
+noahUpdate = ListItem("Noah Williams", "Yesterday: reviewed analytics events. Today: validating dashboard metrics with the data team.")
+missingCallout = Callout("info", "2 updates still missing", "Ava Johnson and Ethan Brooks have not posted their standup updates yet.")
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("async-standup-update", formButtons, [yesterdayField, todayField, blockersField])
+yesterdayField = FormControl("What did you complete yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share completed work, decisions, or progress", 3)
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Share your priorities for today", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Leave blank if you are not blocked.")
+blockersInput = TextArea("blockers", "Describe anything preventing progress", 2)
+formButtons = Buttons([postButton, saveDraftButton])
+postButton = Button("Post update", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-standup__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r2.txt
new file mode 100644
index 000000000..8999d6319
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r2.txt
@@ -0,0 +1,24 @@
+root = Card([header, dateInfo, missingAlert, updatesHeading, updatesList, blockedHeading, blockedAlert, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Team updates for today")
+dateInfo = TextContent("Tuesday, August 18, 2026", "large-heavy")
+missingAlert = Alert("2 updates still missing", "Waiting on Priya Shah and Marcus Lee to share their standup.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updatesList = ListBlock([updateAva, updateNoah, updateElena, updatePriya, updateMarcus], "number")
+updateAva = ListItem("Ava Chen", "Yesterday: completed the billing settings UI. Today: connecting the API and writing tests. No blockers.")
+updateNoah = ListItem("Noah Williams", "Yesterday: reviewed the onboarding flow. Today: resolving mobile layout feedback. Blocked by final product copy.")
+updateElena = ListItem("Elena Rodriguez", "Yesterday: deployed search performance improvements. Today: monitoring metrics and planning the next index update. No blockers.")
+updatePriya = ListItem("Priya Shah", "No update posted yet.")
+updateMarcus = ListItem("Marcus Lee", "No update posted yet.")
+blockedHeading = Heading("Blocked", "h2")
+blockedAlert = Callout("warning", "Noah Williams needs help", "Waiting on final product copy to complete mobile onboarding layout work.")
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("async-standup-update", formButtons, [yesterdayField, todayField, blockersField])
+yesterdayField = FormControl("What did you complete yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share completed work, reviews, or progress", 3)
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Share your focus and planned outcomes", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Write “None” if you are unblocked.")
+blockersInput = TextArea("blockers", "Describe anything preventing progress", 2)
+formButtons = Buttons([postButton, saveButton])
+postButton = Button("Post update", null, "primary")
+saveButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-standup__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r3.txt
new file mode 100644
index 000000000..25f09df4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r3.txt
@@ -0,0 +1,23 @@
+root = Card([header, dateBadge, missingAlert, updatesHeading, updatesList, blockedCallout, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Team updates for today")
+dateBadge = Badge("Tuesday, August 18, 2026", "secondary")
+missingAlert = Alert("2 updates still missing", "Waiting on Priya Shah and Marcus Lee to post their standup.", "warning")
+updatesHeading = Heading("Today's updates", "h2")
+updatesList = ListBlock([mayaUpdate, jordanUpdate, elenaUpdate, priyaMissing, marcusMissing])
+mayaUpdate = ListItem("Maya Chen", "Yesterday: shipped onboarding fixes. Today: reviewing mobile navigation. Blockers: none.")
+jordanUpdate = ListItem("Jordan Rivera", "Yesterday: completed API caching. Today: load-testing the new endpoint. Blocker: waiting for production database access.")
+elenaUpdate = ListItem("Elena Petrova", "Yesterday: finalized campaign copy. Today: preparing the customer newsletter. Blockers: none.")
+priyaMissing = ListItem("Priya Shah", "No update posted yet.")
+marcusMissing = ListItem("Marcus Lee", "No update posted yet.")
+blockedCallout = Callout("warning", "Blocked: Jordan Rivera", "Jordan needs production database access before load-testing can continue. Please help unblock this today.")
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("daily-standup", formButtons, [yesterdayField, todayField, blockersField])
+yesterdayField = FormControl("What did you complete yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share completed work, decisions, or progress", 3)
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Share your priorities and planned work", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Write “None” if you are unblocked.")
+blockersInput = TextArea("blockers", "Dependencies, questions, or risks", 2)
+formButtons = Buttons([postButton, saveDraftButton])
+postButton = Button("Post update", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-standup__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r4.txt
new file mode 100644
index 000000000..ae7d40d2c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-standup__r4.txt
@@ -0,0 +1,22 @@
+root = Card([header, dateBadge, summary, updatesHeading, updatesList, blockedAlert, postHeading, updateForm], "card", "column", "l")
+header = CardHeader("Async Standup", "Team updates for today")
+dateBadge = Badge("Tuesday, August 18, 2026", "secondary")
+summary = TextCallout("info", "2 updates still missing", "Priya and Mateo have not posted their standup yet.")
+updatesHeading = Heading("Today's updates", "h2")
+updatesList = ListBlock([alexUpdate, jordanUpdate, samUpdate, priyaMissing, mateoMissing])
+alexUpdate = ListItem("Alex Chen", "Yesterday: shipped the billing export. Today: reviewing onboarding analytics. Blockers: none.")
+jordanUpdate = ListItem("Jordan Lee", "Yesterday: completed API caching tests. Today: deploying the cache layer. Blocked: waiting for production access.")
+samUpdate = ListItem("Sam Rivera", "Yesterday: finalized mobile navigation. Today: starting accessibility fixes. Blockers: none.")
+priyaMissing = ListItem("Priya Shah", "Update not posted yet.")
+mateoMissing = ListItem("Mateo García", "Update not posted yet.")
+blockedAlert = Alert("Blocked teammate", "Jordan Lee is waiting for production access before deploying the cache layer.", "warning")
+postHeading = Heading("Post your update", "h2")
+updateForm = Form("async-standup-update", formButtons, [yesterdayField, todayField, blockersField])
+yesterdayField = FormControl("What did you complete yesterday?", yesterdayInput)
+yesterdayInput = TextArea("yesterday", "Share completed work, decisions, or progress", 3)
+todayField = FormControl("What are you working on today?", todayInput)
+todayInput = TextArea("today", "Share your planned focus", 3)
+blockersField = FormControl("Any blockers?", blockersInput, "Write “None” if you are unblocked.")
+blockersInput = TextArea("blockers", "Describe what is blocking you and who can help", 2)
+formButtons = Buttons([postButton])
+postButton = Button("Post update", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-stock__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r1.txt
new file mode 100644
index 000000000..375be332e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r1.txt
@@ -0,0 +1,18 @@
+root = Card([header, warning, threshold, searchForm, inventoryTable, actions], "card", "column", "l")
+header = CardHeader("Low Inventory", "Review items below their reorder threshold and replenish stock.")
+warning = Alert("5 items need attention", "These products have fallen below their configured warning levels.", "warning")
+threshold = TextCallout("info", "Warning threshold", "Items appear here when available inventory is at or below 10 units.")
+searchForm = Form("search-inventory", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by product name, SKU, or category.")
+searchInput = Input("inventory_search", "Search low-inventory items")
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search", null, "secondary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, reorderColumn])
+itemColumn = Col("Item", ["Organic Coffee Beans", "Sparkling Water 12-Pack", "Canvas Tote Bag", "Lavender Hand Soap", "Wireless Mouse"])
+skuColumn = Col("SKU", ["COF-ORG-1KG", "DRK-SPK-12", "BAG-CAN-NAT", "SOAP-LAV-12", "TEC-MOU-WL"])
+remainingColumn = Col("Remaining units", [4, 6, 8, 3, 9], "number")
+thresholdColumn = Col("Warning threshold", [10, 10, 10, 8, 10], "number")
+reorderColumn = Col("Reorder", ["Reorder Coffee Beans", "Reorder Sparkling Water", "Reorder Tote Bags", "Reorder Hand Soap", "Reorder Wireless Mouse"], "action")
+actions = Buttons([reorderAllButton, viewInventoryButton])
+reorderAllButton = Button("Reorder all low-stock items", null, "primary")
+viewInventoryButton = Button("View full inventory", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-stock__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r2.txt
new file mode 100644
index 000000000..aab855c69
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r2.txt
@@ -0,0 +1,21 @@
+root = Card([header, warning, threshold, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low inventory", "Review items nearing their reorder point")
+warning = Alert("5 items need attention", "Stock has reached or fallen below the configured warning threshold.", "warning")
+threshold = TextCallout("info", "Warning threshold", "Items appear here when remaining stock is 10 units or fewer.")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by item name or SKU")
+searchInput = Input("search", "e.g. Espresso beans or SKU-1042")
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search inventory", null, "secondary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Espresso Beans", "Whole Milk", "Paper Cups — 12 oz", "Vanilla Syrup", "Croissants"])
+skuColumn = Col("SKU", ["BEAN-ESP-1K", "DAIRY-WM-01", "CUP-12-500", "SYR-VAN-750", "BAKE-CROI-24"])
+remainingColumn = Col("Remaining units", [4, 7, 9, 3, 6], "number")
+thresholdColumn = Col("Warning at", [10, 10, 10, 10, 10], "number")
+statusColumn = Col("Status", ["Critical", "Low", "Low", "Critical", "Low"])
+reorderActions = ListBlock([reorderBeans, reorderMilk, reorderCups, reorderSyrup, reorderCroissants])
+reorderBeans = ListItem("Espresso Beans", "4 units remaining • Reorder to restore stock", null, "Reorder")
+reorderMilk = ListItem("Whole Milk", "7 units remaining • Reorder to restore stock", null, "Reorder")
+reorderCups = ListItem("Paper Cups — 12 oz", "9 units remaining • Reorder to restore stock", null, "Reorder")
+reorderSyrup = ListItem("Vanilla Syrup", "3 units remaining • Reorder to restore stock", null, "Reorder")
+reorderCroissants = ListItem("Croissants", "6 units remaining • Reorder to restore stock", null, "Reorder")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-stock__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r3.txt
new file mode 100644
index 000000000..2a43ba7c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r3.txt
@@ -0,0 +1,21 @@
+root = Card([header, warning, threshold, searchForm, inventoryTable, reorderActions], "card", "column", "l")
+header = CardHeader("Low Inventory", "Review items that need replenishment")
+warning = Alert("5 items need attention", "Stock has fallen to or below the configured reorder threshold.", "warning")
+threshold = TextCallout("info", "Warning threshold", "Items appear here when available stock reaches 12 units or fewer.")
+searchForm = Form("inventory-search", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by product name, SKU, or category")
+searchInput = Input("inventory_search", "e.g. Organic coffee", "text")
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search inventory", null, "secondary")
+inventoryTable = Table([itemColumn, skuColumn, remainingColumn, thresholdColumn, statusColumn])
+itemColumn = Col("Item", ["Organic Coffee Beans", "Sparkling Water 12-Pack", "Canvas Tote Bag", "Lavender Hand Soap", "USB-C Charging Cable"])
+skuColumn = Col("SKU", ["COF-OR-001", "DRK-SP-012", "BAG-CN-004", "HOM-LV-018", "ELE-UC-022"])
+remainingColumn = Col("Remaining units", [4, 7, 9, 11, 12], "number")
+thresholdColumn = Col("Warning at", [12, 12, 12, 12, 12], "number")
+statusColumn = Col("Status", ["Critical", "Low", "Low", "Low", "At threshold"])
+reorderActions = ListBlock([coffeeItem, waterItem, toteItem, soapItem, cableItem])
+coffeeItem = ListItem("Organic Coffee Beans — 4 units left", "Below threshold by 8 units", null, "Reorder")
+waterItem = ListItem("Sparkling Water 12-Pack — 7 units left", "Below threshold by 5 units", null, "Reorder")
+toteItem = ListItem("Canvas Tote Bag — 9 units left", "Below threshold by 3 units", null, "Reorder")
+soapItem = ListItem("Lavender Hand Soap — 11 units left", "Below threshold by 1 unit", null, "Reorder")
+cableItem = ListItem("USB-C Charging Cable — 12 units left", "At the reorder threshold", null, "Reorder")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-stock__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r4.txt
new file mode 100644
index 000000000..3e9e37c94
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-stock__r4.txt
@@ -0,0 +1,18 @@
+root = Card([header, warning, threshold, searchForm, inventoryTable, actions], "card", "column", "l")
+header = CardHeader("Low inventory", "Review items that need replenishment")
+warning = Alert("5 items need attention", "Stock has fallen below the configured reorder threshold.", "warning")
+threshold = TextCallout("info", "Warning threshold", "Items appear here when available stock is 10 units or fewer.")
+searchForm = Form("search-inventory", searchButtons, [searchField])
+searchField = FormControl("Search items", searchInput, "Search by product name or SKU")
+searchInput = Input("inventory_search", "e.g. Ceramic mug or SKU-1042", "text")
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search items", null, "secondary")
+inventoryTable = Table([itemCol, skuCol, remainingCol, thresholdCol, reorderCol])
+itemCol = Col("Item", ["Ceramic Mug", "Organic Coffee Beans", "Canvas Tote Bag", "Lavender Candle", "Notebook Set"])
+skuCol = Col("SKU", ["MUG-1042", "COF-2088", "TOTE-3150", "CND-4421", "NOTE-5093"])
+remainingCol = Col("Remaining units", [4, 7, 3, 8, 5], "number")
+thresholdCol = Col("Warning threshold", [10, 10, 10, 10, 10], "number")
+reorderCol = Col("Reorder", ["Reorder Ceramic Mug", "Reorder Coffee Beans", "Reorder Canvas Tote", "Reorder Lavender Candle", "Reorder Notebook Set"], "action")
+actions = Buttons([reorderAllButton, adjustThresholdButton])
+reorderAllButton = Button("Reorder all low-stock items", null, "primary")
+adjustThresholdButton = Button("Adjust warning threshold", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-support__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b2-support__r1.txt
new file mode 100644
index 000000000..6e3ab680d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-support__r1.txt
@@ -0,0 +1,21 @@
+root = Card([header, overview, metrics, recentHeader, recentTickets, filters, actions], "card", "column", "l")
+header = CardHeader("Support morning view", "Monday, August 18 • Team queue health and recent activity")
+overview = Callout("info", "Morning queue check", "Review open work, prioritize urgent requests, and create a new ticket when needed.")
+metrics = Table([metricNames, metricValues])
+metricNames = Col("Metric", ["Open tickets", "Average first-response time"])
+metricValues = Col("Today", ["42", "18 min"])
+recentHeader = Heading("Five most recent tickets", "h2")
+recentTickets = Table([ticketId, ticketSubject, ticketPriority, ticketUpdated])
+ticketId = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+ticketSubject = Col("Subject", ["Unable to reset account password", "Billing invoice shows duplicate charge", "API requests returning 503 errors", "Need help updating team members", "Exported report is missing data"])
+ticketPriority = Col("Priority", ["High", "Medium", "High", "Low", "Medium"])
+ticketUpdated = Col("Last updated", ["9:12 AM", "9:04 AM", "8:57 AM", "8:43 AM", "8:31 AM"])
+filters = Form("ticket-filter", filterButtons, [priorityFilter])
+priorityFilter = FormControl("Show tickets", prioritySelect, "Narrow the queue to urgent work")
+prioritySelect = Select("priority", [allPriorities, highPriority], "Choose a view", null, "all")
+allPriorities = SelectItem("all", "All priorities")
+highPriority = SelectItem("high", "High priority only")
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply filter", null, "secondary")
+actions = Buttons([newTicket])
+newTicket = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-support__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b2-support__r2.txt
new file mode 100644
index 000000000..114774192
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-support__r2.txt
@@ -0,0 +1,21 @@
+root = Card([header, summary, metrics, recentHeading, recentTickets, filterForm, newTicketButton], "card", "column", "l")
+header = CardHeader("Support Operations", "Morning ticket view")
+summary = Callout("info", "Queue status", "42 tickets are currently open across the support queue.")
+metrics = Table([metricName, metricValue])
+metricName = Col("Metric", ["Open tickets", "Average first-response time"])
+metricValue = Col("Today", ["42", "18 minutes"])
+recentHeading = Heading("Five most recent tickets", "h2")
+recentTickets = Table([ticketId, ticketSubject, ticketPriority, ticketUpdated])
+ticketId = Col("Ticket", ["#18492", "#18491", "#18490", "#18489", "#18488"])
+ticketSubject = Col("Subject", ["Cannot reset account password", "Billing invoice shows duplicate charge", "API requests returning 429 errors", "Need help updating team members", "Dashboard export is incomplete"])
+ticketPriority = Col("Priority", ["High", "Normal", "High", "Low", "Normal"])
+ticketUpdated = Col("Received", ["9:14 AM", "9:02 AM", "8:47 AM", "8:31 AM", "8:18 AM"])
+filterForm = Form("ticket-filter", filterButtons, [priorityField])
+priorityField = FormControl("Show tickets", prioritySelect, "Use this filter to focus the queue.")
+prioritySelect = Select("priority_filter", [allPriorities, highPriority], "Choose a view", null, "all")
+allPriorities = SelectItem("all", "All priorities")
+highPriority = SelectItem("high", "High priority only")
+filterButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply filter", null, "secondary")
+newTicketButton = Buttons([createTicketButton])
+createTicketButton = Button("Open new ticket", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-support__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b2-support__r3.txt
new file mode 100644
index 000000000..370d5b1bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-support__r3.txt
@@ -0,0 +1,33 @@
+root = Card([header, summary, recentHeader, ticketTable, filters, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support Morning View", "Monitor queue health and respond to new customer requests")
+summary = Card([openTickets, responseTime], "clear", "row", "m", "stretch")
+openTickets = Card([openLabel, openValue], "sunk", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("42", "large-heavy")
+responseTime = Card([responseLabel, responseValue], "sunk", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+recentHeader = Heading("Five most recent tickets", "h2")
+ticketTable = Table([ticketIdCol, ticketSubjectCol, ticketPriorityCol, ticketUpdatedCol])
+ticketIdCol = Col("Ticket", ["#4821", "#4820", "#4819", "#4818", "#4817"])
+ticketSubjectCol = Col("Subject", ["Checkout payment declined", "Cannot reset account password", "Data export is incomplete", "Mobile app crashes on launch", "Question about invoice charges"])
+ticketPriorityCol = Col("Priority", ["High", "Normal", "High", "Urgent", "Low"])
+ticketUpdatedCol = Col("Received", ["8:42 AM", "8:31 AM", "8:18 AM", "8:05 AM", "7:54 AM"])
+filters = Buttons([highPriorityFilter, allTicketsFilter])
+highPriorityFilter = Button("Show high-priority only", null, "primary")
+allTicketsFilter = Button("Show all tickets", null, "secondary")
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Capture the customer issue and assign its priority.", [newTicketForm], "default")
+newTicketForm = Form("new-support-ticket", newTicketButtons, [subjectField, priorityField, detailsField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief description of the issue")
+priorityField = FormControl("Priority", prioritySelect)
+prioritySelect = Select("priority", [lowOption, normalOption, highOption, urgentOption], "Select priority")
+lowOption = SelectItem("low", "Low")
+normalOption = SelectItem("normal", "Normal")
+highOption = SelectItem("high", "High")
+urgentOption = SelectItem("urgent", "Urgent")
+detailsField = FormControl("Details", detailsInput)
+detailsInput = TextArea("details", "Describe the customer issue, impact, and relevant context", 4)
+newTicketButtons = Buttons([createTicketButton, cancelTicketButton])
+createTicketButton = Button("Create ticket", null, "primary")
+cancelTicketButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b2-support__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b2-support__r4.txt
new file mode 100644
index 000000000..d32c54ba3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b2-support__r4.txt
@@ -0,0 +1,38 @@
+root = Card([header, summary, recentHeading, ticketTable, filterForm, newTicketDialog], "card", "column", "l")
+header = CardHeader("Support morning view", "Monitor workload, prioritize urgent requests, and create new tickets")
+summary = Card([openTickets, responseTime], "clear", "row", "m", "stretch")
+openTickets = Card([openLabel, openValue], "sunk", "column", "xs")
+openLabel = TextContent("Open tickets", "small-heavy")
+openValue = TextContent("42", "large-heavy")
+responseTime = Card([responseLabel, responseValue], "sunk", "column", "xs")
+responseLabel = TextContent("Average first-response time", "small-heavy")
+responseValue = TextContent("18 min", "large-heavy")
+recentHeading = Heading("Five most recent tickets", "h2")
+ticketTable = Table([ticketIdCol, ticketSubjectCol, ticketPriorityCol, ticketUpdatedCol])
+ticketIdCol = Col("Ticket", ["#18492", "#18491", "#18490", "#18489", "#18488"])
+ticketSubjectCol = Col("Subject", ["Cannot reset account password", "Billing invoice missing", "API returns 502 errors", "Request to update team seats", "Mobile app login loop"])
+ticketPriorityCol = Col("Priority", ["High", "Normal", "High", "Low", "High"])
+ticketUpdatedCol = Col("Last updated", ["2 min ago", "8 min ago", "14 min ago", "21 min ago", "29 min ago"])
+filterForm = Form("ticket-filter", filterButtons, [priorityFilterField])
+priorityFilterField = FormControl("Ticket priority", priorityFilter, "Choose High to focus on urgent tickets")
+priorityFilter = Select("priority", [allPriority, highPriority], "All priorities", null, "all")
+allPriority = SelectItem("all", "All priorities")
+highPriority = SelectItem("high", "High priority only")
+filterButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply filter", null, "secondary")
+newTicketDialog = DialogBlock("Open new ticket", "Create a support ticket", "Capture the issue details and assign its priority.", [newTicketForm], "default")
+newTicketForm = Form("new-ticket", newTicketButtons, [subjectField, requesterField, newPriorityField, descriptionField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Brief summary of the issue")
+requesterField = FormControl("Requester email", requesterInput)
+requesterInput = Input("requester_email", "customer@example.com", "email")
+newPriorityField = FormControl("Priority", newPrioritySelect)
+newPrioritySelect = Select("new_priority", [newLowPriority, newNormalPriority, newHighPriority], "Select priority", null, "normal")
+newLowPriority = SelectItem("low", "Low")
+newNormalPriority = SelectItem("normal", "Normal")
+newHighPriority = SelectItem("high", "High")
+descriptionField = FormControl("Description", descriptionInput)
+descriptionInput = TextArea("description", "Describe the customer issue, impact, and any troubleshooting already completed.", 4)
+newTicketButtons = Buttons([createTicketButton, cancelTicketButton])
+createTicketButton = Button("Create ticket", null, "primary")
+cancelTicketButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r1.txt
new file mode 100644
index 000000000..31e6d2ef0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r1.txt
@@ -0,0 +1,32 @@
+root = Card([header, summary, scheduleHeading, appointments, roomsHeading, rooms, nextPatient, checkInForm, calendar, actions], "card", "column", "l")
+header = CardHeader("Clinic Reception · Today", "Tuesday, August 18, 2026")
+summary = Card([expected, noShow], "clear", "row", "m", "stretch", "between")
+expected = Callout("info", "18 patients expected", "14 scheduled arrivals remain today.")
+noShow = Callout("warning", "3.8% no-show rate", "This month: 6 no-shows out of 158 appointments.")
+scheduleHeading = Heading("Today's appointments", "h2")
+appointments = Table([timeCol, patientCol, visitCol, statusCol])
+timeCol = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:15 AM", "11:00 AM", "11:30 AM"])
+patientCol = Col("Patient", ["Maya Patel", "James Wilson", "Olivia Chen", "Robert Garcia", "Ava Thompson", "Noah Williams"])
+visitCol = Col("Visit", ["Annual physical", "Follow-up", "Lab review", "New patient", "Vaccination", "Consultation"])
+statusCol = Col("Status", ["Checked in", "In room 2", "Arrived", "Scheduled", "Scheduled", "Scheduled"])
+roomsHeading = Heading("Rooms free right now", "h2")
+rooms = ListBlock([roomOne, roomThree, roomFive])
+roomOne = ListItem("Exam Room 1", "Available now · cleaned at 8:20 AM")
+roomThree = ListItem("Exam Room 3", "Available now · ready for next patient")
+roomFive = ListItem("Exam Room 5", "Available at 9:15 AM · currently being cleaned")
+nextPatient = Callout("success", "Next patient: Olivia Chen", "9:30 AM lab review · Dr. Morgan · Please call from the waiting room.")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, appointmentField])
+patientField = FormControl("Patient name or date of birth", patientInput, "Search for a scheduled patient")
+patientInput = Input("patient_search", "Start typing a patient name or DOB")
+appointmentField = FormControl("Appointment", appointmentSelect)
+appointmentSelect = Select("appointment", [oliviaOption, robertOption, avaOption], "Select an appointment")
+oliviaOption = SelectItem("olivia-930", "Olivia Chen · 9:30 AM · Lab review")
+robertOption = SelectItem("robert-1015", "Robert Garcia · 10:15 AM · New patient")
+avaOption = SelectItem("ava-1100", "Ava Thompson · 11:00 AM · Vaccination")
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check in patient", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+calendar = CalendarBlock("single", "2026-08-01", 1, "dropdown")
+actions = Buttons([previousDay, nextDay])
+previousDay = Button("Previous day", null, "secondary")
+nextDay = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r2.txt
new file mode 100644
index 000000000..bc355eb10
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r2.txt
@@ -0,0 +1,43 @@
+root = Card([header, summary, appointmentHeading, appointments, roomsHeading, rooms, nextCallout, checkInForm, calendar, actions], "card", "column", "l")
+header = CardHeader("Clinic Reception • Today", "Tuesday, August 18, 2026")
+summary = Card([expected, noShow], "clear", "row", "m", "stretch", "start", true)
+expected = Card([expectedLabel, expectedValue], "sunk", "column", "xs")
+expectedLabel = TextContent("Patients expected", "small")
+expectedValue = TextContent("18", "large-heavy")
+noShow = Card([noShowLabel, noShowValue], "sunk", "column", "xs")
+noShowLabel = TextContent("No-show rate • August", "small")
+noShowValue = TextContent("4.2%", "large-heavy")
+appointmentHeading = Heading("Today's appointments", "h2")
+appointments = Table([timeColumn, patientColumn, visitColumn, statusColumn])
+timeColumn = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM"])
+patientColumn = Col("Patient", ["Maya Chen", "Robert Williams", "Sofia Martinez", "James Patel", "Ava Thompson", "Daniel Kim"])
+visitColumn = Col("Visit", ["Annual physical", "Follow-up", "Pediatrics", "Lab review", "Consultation", "Vaccination"])
+statusColumn = Col("Status", ["Checked in", "In room", "Arrived", "Scheduled", "Scheduled", "Scheduled"])
+roomsHeading = Heading("Rooms free now", "h2")
+rooms = Card([room101, room103, room105], "clear", "row", "m", "stretch", "start", true)
+room101 = Card([room101Name, room101Status], "sunk", "column", "xs")
+room101Name = TextContent("Exam Room 101", "small-heavy")
+room101Status = Badge("Free now", "secondary")
+room103 = Card([room103Name, room103Status], "sunk", "column", "xs")
+room103Name = TextContent("Exam Room 103", "small-heavy")
+room103Status = Badge("Free now", "secondary")
+room105 = Card([room105Name, room105Status], "sunk", "column", "xs")
+room105Name = TextContent("Procedure Room 105", "small-heavy")
+room105Status = Badge("Free now", "secondary")
+nextCallout = Callout("info", "Next patient: Sofia Martinez", "9:30 AM • Pediatrics • Please call Sofia to the front desk.")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, appointmentField])
+patientField = FormControl("Patient name or date of birth", patientInput, "Search for a scheduled patient")
+patientInput = Input("patient_search", "Start typing a name or DOB")
+appointmentField = FormControl("Appointment", appointmentSelect)
+appointmentSelect = Select("appointment", [sofiaOption, jamesOption, avaOption], "Select today's appointment")
+sofiaOption = SelectItem("sofia-930", "9:30 AM — Sofia Martinez")
+jamesOption = SelectItem("james-1000", "10:00 AM — James Patel")
+avaOption = SelectItem("ava-1030", "10:30 AM — Ava Thompson")
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check in patient", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+calendar = CalendarBlock("single", "2026-08-01", 1, "dropdown")
+actions = Buttons([previousDay, nextDay, viewSchedule])
+previousDay = Button("Previous day", null, "secondary")
+nextDay = Button("Next day", null, "secondary")
+viewSchedule = Button("Go to selected day", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r3.txt
new file mode 100644
index 000000000..0c29ae0a9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r3.txt
@@ -0,0 +1,39 @@
+root = Card([header, summary, scheduleHeading, appointments, roomsHeading, rooms, nextPatient, checkInForm, dayNavigation], "clear", "column", "l")
+header = CardHeader("Reception desk", "Tuesday, August 18, 2026")
+summary = Card([expectedPatients, noShowRate], "clear", "row", "m", "stretch", "start", true)
+expectedPatients = Card([expectedLabel, expectedValue], "card", "column", "xs")
+expectedLabel = TextContent("Patients expected today", "small")
+expectedValue = TextContent("18", "large-heavy")
+noShowRate = Card([noShowLabel, noShowValue], "card", "column", "xs")
+noShowLabel = TextContent("No-show rate this month", "small")
+noShowValue = TextContent("4.8%", "large-heavy")
+scheduleHeading = Heading("Today's appointments", "h2")
+appointments = Table([timeCol, patientCol, clinicianCol, statusCol])
+timeCol = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM"])
+patientCol = Col("Patient", ["Maya Patel", "James Wilson", "Elena Garcia", "Noah Thompson", "Priya Shah", "Robert Chen"])
+clinicianCol = Col("Clinician", ["Dr. Lee", "Dr. Morgan", "Dr. Lee", "Dr. Patel", "Dr. Morgan", "Dr. Lee"])
+statusCol = Col("Status", ["Checked in", "Waiting", "Confirmed", "Confirmed", "Confirmed", "Confirmed"])
+roomsHeading = Heading("Rooms free now", "h2")
+rooms = Card([room101, room103, room105], "clear", "row", "m", "stretch", "start", true)
+room101 = Card([room101Name, room101Status], "card", "column", "xs")
+room101Name = TextContent("Exam Room 101", "small-heavy")
+room101Status = Badge("Free now", "secondary")
+room103 = Card([room103Name, room103Status], "card", "column", "xs")
+room103Name = TextContent("Exam Room 103", "small-heavy")
+room103Status = Badge("Free now", "secondary")
+room105 = Card([room105Name, room105Status], "card", "column", "xs")
+room105Name = TextContent("Consult Room 105", "small-heavy")
+room105Status = Badge("Free now", "secondary")
+nextPatient = Callout("info", "Next patient: James Wilson", "9:00 AM with Dr. Morgan • Waiting in reception")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, arrivalField])
+patientField = FormControl("Find patient", patientInput, "Search by patient name or date of birth")
+patientInput = Input("patient_search", "Start typing a patient name")
+arrivalField = FormControl("Arrival time", arrivalInput)
+arrivalInput = Input("arrival_time", "9:00 AM", "text", null, "8:55 AM")
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check in patient", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+dayNavigation = Buttons([previousDayButton, todayButton, nextDayButton])
+previousDayButton = Button("Previous day", null, "secondary")
+todayButton = Button("Today", null, "primary")
+nextDayButton = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r4.txt
new file mode 100644
index 000000000..680841964
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-clinic__r4.txt
@@ -0,0 +1,32 @@
+root = Card([header, summary, scheduleHeading, appointments, roomsHeading, rooms, nextPatient, checkInForm, dayControls], "clear", "column", "l")
+header = CardHeader("Reception Desk — Today", "Tuesday, August 18, 2026")
+summary = Card([expected, noShow], "card", "row", "m", "stretch", "between")
+expected = TextCallout("info", "Expected today", "18 patients scheduled")
+noShow = TextCallout("warning", "No-show rate this month", "4.8% • 3 of 62 appointments")
+scheduleHeading = Heading("Today's appointments", "h2")
+appointments = Table([timeCol, patientCol, visitCol, statusCol])
+timeCol = Col("Time", ["8:30 AM", "9:00 AM", "9:30 AM", "10:00 AM", "10:30 AM", "11:00 AM"], "string")
+patientCol = Col("Patient", ["Maya Chen", "Daniel Ortiz", "Priya Shah", "Eleanor Brooks", "Marcus Lee", "Sofia Nguyen"], "string")
+visitCol = Col("Visit", ["Annual physical", "Follow-up", "Dermatology consult", "Lab review", "New patient", "Vaccination"], "string")
+statusCol = Col("Status", ["Checked in", "With clinician", "Arrived", "Scheduled", "Scheduled", "Scheduled"], "string")
+roomsHeading = Heading("Rooms available now", "h2")
+rooms = Card([roomTags, roomNote], "sunk", "column", "s")
+roomTags = TagBlock(["Exam Room 2", "Exam Room 4", "Consult Room B"])
+roomNote = TextContent("Three rooms are currently free. Exam Room 1 is being cleaned.", "small")
+nextPatient = Callout("success", "Next patient: Priya Shah", "9:30 AM dermatology consult • Please call Priya to Exam Room 2.")
+checkInForm = Form("patient-check-in", checkInButtons, [patientField, arrivalField])
+patientField = FormControl("Find patient", patientInput, "Search by patient name, date of birth, or appointment time.")
+patientInput = Input("patient_search", "Start typing a patient name")
+arrivalField = FormControl("Arrival status", arrivalSelect)
+arrivalSelect = Select("arrival_status", [arrivedOption, lateOption], "Select status")
+arrivedOption = SelectItem("arrived", "Arrived")
+lateOption = SelectItem("late", "Arrived late")
+checkInButtons = Buttons([checkInButton, clearButton])
+checkInButton = Button("Check in patient", null, "primary")
+clearButton = Button("Clear", null, "tertiary")
+dayControls = Card([dayLabel, dayButtons], "card", "row", "m", "center", "between")
+dayLabel = TextContent("Viewing Tuesday, August 18", "large-heavy")
+dayButtons = Buttons([previousDay, todayButton, nextDay])
+previousDay = Button("Previous day", null, "secondary")
+todayButton = Button("Today", null, "tertiary")
+nextDay = Button("Next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-content__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-content__r1.txt
new file mode 100644
index 000000000..36a5a1fae
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-content__r1.txt
@@ -0,0 +1,47 @@
+root = Card([header, actions, categoryForm, overview, draftsHeader, draftsTable, readershipHeader, readershipChart, scheduleHeader, scheduleForm, commentsHeader, commentsList], "clear", "column", "l")
+header = CardHeader("Content Studio", "Plan, publish, and track your editorial work")
+actions = Buttons([newDraftButton])
+newDraftButton = Button("Start new draft", null, "primary")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply category", null, "secondary")
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [allCategory, cultureCategory, businessCategory, guidesCategory], "All categories", null, "all", "medium")
+allCategory = SelectItem("all", "All categories")
+cultureCategory = SelectItem("culture", "Culture")
+businessCategory = SelectItem("business", "Business")
+guidesCategory = SelectItem("guides", "Guides")
+overview = Card([publishedMetric, topArticle, commentMetric], "sunk", "row", "m", "stretch", "between", true)
+publishedMetric = Card([publishedBadge, publishedText], "card", "column", "s")
+publishedBadge = Badge("Published this week", "secondary")
+publishedText = TextContent("8 pieces went live across Culture, Business, and Guides.", "large-heavy")
+topArticle = Card([topBadge, topText], "card", "column", "s")
+topBadge = Badge("Most-read this month", "secondary")
+topText = TextContent("“The Practical Guide to Better Editorial Briefs” — 24,860 reads.", "large-heavy")
+commentMetric = Card([commentBadge, commentText], "card", "column", "s")
+commentBadge = Badge("Awaiting reply", "destructive")
+commentText = TextContent("12 reader comments need an editor response.", "large-heavy")
+draftsHeader = Heading("Drafts", "h2")
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftStatusCol, draftUpdatedCol])
+draftTitleCol = Col("Title", ["How Small Teams Ship Big Ideas", "Five Interview Questions That Unlock Better Stories", "The Editor’s Checklist for a Clean Launch", "What Our Readers Want Next"])
+draftCategoryCol = Col("Category", ["Business", "Guides", "Guides", "Culture"])
+draftStatusCol = Col("Status", ["In review", "Draft", "Needs edits", "Draft"])
+draftUpdatedCol = Col("Last updated", ["Today, 10:42 AM", "Yesterday", "Aug 15", "Aug 12"])
+readershipHeader = Heading("Readership — past 30 days", "h2")
+readershipChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [readershipSeries], "natural", "Date", "Reads")
+readershipSeries = Series("Article reads", [1840, 2120, 1980, 2460, 2890, 3150, 2780, 3420, 3890, 4210, 4680])
+scheduleHeader = Heading("Schedule a piece", "h2")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, publishDateField])
+scheduleButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule publication", null, "primary")
+saveDraftButton = Button("Save as draft", null, "tertiary")
+scheduleTitleField = FormControl("Title", scheduleTitleInput)
+scheduleTitleInput = Input("scheduled_title", "Enter article title")
+publishDateField = FormControl("Publish date", publishDatePicker)
+publishDatePicker = DatePicker("publish_date", "single")
+commentsHeader = Heading("Comments awaiting reply", "h2")
+commentsList = ListBlock([commentOne, commentTwo, commentThree, commentFour], "number")
+commentOne = ListItem("Maya Chen on “How Small Teams Ship Big Ideas”", "“Could you share the template mentioned in section three?”", null, "Reply")
+commentTwo = ListItem("Jordan Lee on “The Practical Guide to Better Editorial Briefs”", "“This helped our team reset our planning process. Thank you.”", null, "Reply")
+commentThree = ListItem("Priya Shah on “The Editor’s Checklist for a Clean Launch”", "“Is there a version of this checklist for newsletters?”", null, "Reply")
+commentFour = ListItem("Alex Morgan on “What Our Readers Want Next”", "“I would love to see more reporting on independent creators.”", null, "Reply")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-content__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-content__r2.txt
new file mode 100644
index 000000000..c3cb88c00
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-content__r2.txt
@@ -0,0 +1,50 @@
+root = Card([header, actions, categoryForm, overview, readership, draftsSection, commentsSection, scheduleSection], "clear", "column", "l")
+header = CardHeader("Content Studio", "Plan, publish, and manage your editorial work")
+actions = Buttons([newDraftButton])
+newDraftButton = Button("Start new draft", null, "primary", "normal", "large")
+categoryForm = Form("category-filter", filterButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect, "Filter the studio view by editorial category")
+categorySelect = Select("category", [allCategory, cultureCategory, businessCategory, technologyCategory, opinionCategory], "All categories", null, "all", "medium")
+allCategory = SelectItem("all", "All categories")
+cultureCategory = SelectItem("culture", "Culture")
+businessCategory = SelectItem("business", "Business")
+technologyCategory = SelectItem("technology", "Technology")
+opinionCategory = SelectItem("opinion", "Opinion")
+filterButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply filter", null, "secondary")
+overview = Card([publishedHeader, publishedTable, topReadHeader, topReadCallout], "card", "column", "m")
+publishedHeader = Heading("Published this week", "h2")
+publishedTable = Table([publishedTitleCol, publishedCategoryCol, publishedDateCol, publishedReadsCol])
+publishedTitleCol = Col("Article", ["The return of the neighborhood bookshop", "What teams get wrong about AI adoption", "A practical guide to better city cycling"])
+publishedCategoryCol = Col("Category", ["Culture", "Technology", "Lifestyle"])
+publishedDateCol = Col("Published", ["Mon, Aug 17", "Wed, Aug 19", "Fri, Aug 21"])
+publishedReadsCol = Col("Reads", [8420, 6130, 4890], "number")
+topReadHeader = Heading("Most-read this month", "h2")
+topReadCallout = Callout("success", "The quiet power of a four-day workweek", "32,480 reads this month • Business • Published Aug 3")
+readership = Card([readershipHeader, readershipChart], "card", "column", "m")
+readershipHeader = CardHeader("Readership over the past 30 days", "Daily article reads across all published pieces")
+readershipChart = LineChart(["Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 19", "Aug 22"], [readershipSeries], "natural", "Date", "Reads")
+readershipSeries = Series("Reads", [4120, 4680, 4390, 5210, 6040, 5780, 6920, 7340, 6810, 8120, 7650])
+draftsSection = Card([draftsHeader, draftsTable], "card", "column", "m")
+draftsHeader = CardHeader("Drafts", "Current pieces in progress")
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftStatusCol, draftUpdatedCol])
+draftTitleCol = Col("Draft", ["Inside the new era of independent cinema", "Why local data matters", "The 10-minute morning reset", "Interview: Maya Chen on resilient design"])
+draftCategoryCol = Col("Category", ["Culture", "Business", "Wellness", "Design"])
+draftStatusCol = Col("Status", ["In review", "Writing", "Needs edits", "Ready to schedule"])
+draftUpdatedCol = Col("Last updated", ["Today, 10:42 AM", "Yesterday", "Aug 18", "Aug 16"])
+commentsSection = Card([commentsHeader, commentsList], "card", "column", "m")
+commentsHeader = CardHeader("Comments awaiting reply", "3 reader conversations need your attention")
+commentsList = ListBlock([commentOne, commentTwo, commentThree])
+commentOne = ListItem("Elena R. on “The return of the neighborhood bookshop”", "“Do you have recommendations for independent shops in Portland?”", null, "Reply")
+commentTwo = ListItem("Marcus L. on “What teams get wrong about AI adoption”", "“Could you expand on how smaller teams can evaluate vendors?”", null, "Reply")
+commentThree = ListItem("Priya S. on “A practical guide to better city cycling”", "“This route-planning section was especially helpful—thank you.”", null, "Reply")
+scheduleSection = Card([scheduleHeader, scheduleForm], "card", "column", "m")
+scheduleHeader = CardHeader("Schedule a piece", "Choose a title and publish date for an upcoming article")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, publishDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput)
+scheduleTitleInput = Input("piece_title", "Enter the article title")
+publishDateField = FormControl("Publish date", publishDatePicker)
+publishDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleButton, saveScheduleButton])
+scheduleButton = Button("Schedule publication", null, "primary")
+saveScheduleButton = Button("Save for later", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-content__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-content__r3.txt
new file mode 100644
index 000000000..be9224fea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-content__r3.txt
@@ -0,0 +1,51 @@
+root = Card([header, overview, categoryForm, scheduleForm, draftsSection, readershipSection, commentsSection, actions], "clear", "column", "l")
+header = CardHeader("Content Studio", "Plan, publish, and respond to your readers")
+overview = Card([publishedKpi, topArticle, newDraftButton], "card", "row", "m", "stretch", "between")
+publishedKpi = Card([publishedTitle, publishedValue, publishedDetail], "sunk", "column", "xs")
+publishedTitle = TextContent("Published this week", "small-heavy")
+publishedValue = TextContent("8 pieces", "large-heavy")
+publishedDetail = TextContent("2 more than last week", "small")
+topArticle = Card([topTitle, topHeadline, topStats], "sunk", "column", "xs")
+topTitle = TextContent("Most-read this month", "small-heavy")
+topHeadline = TextContent("The practical guide to sustainable content systems", "large-heavy")
+topStats = TextContent("18,420 reads • 6.8 min average time", "small")
+newDraftButton = Buttons([createDraft])
+createDraft = Button("Start new draft", null, "primary", "medium")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect)
+categorySelect = Select("category", [allCategories, strategyCategory, productCategory, cultureCategory, newsCategory], "All categories", null, "all", "medium")
+allCategories = SelectItem("all", "All categories")
+strategyCategory = SelectItem("strategy", "Content strategy")
+productCategory = SelectItem("product", "Product updates")
+cultureCategory = SelectItem("culture", "Company culture")
+newsCategory = SelectItem("news", "Industry news")
+categoryButtons = Buttons([applyCategory])
+applyCategory = Button("Apply filter", null, "secondary")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput)
+scheduleTitleInput = Input("scheduled_title", "Enter a title for the scheduled piece")
+scheduleDateField = FormControl("Publish date", scheduleDatePicker)
+scheduleDatePicker = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([schedulePiece])
+schedulePiece = Button("Schedule piece", null, "primary")
+draftsSection = Card([draftsHeading, draftsTable], "card", "column", "m")
+draftsHeading = Heading("Drafts", "h2")
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftUpdatedCol, draftStatusCol])
+draftTitleCol = Col("Title", ["How to build an editorial calendar your team will use", "Release notes: smarter audience segments", "Five interview questions that uncover better stories", "Behind the scenes: our accessibility review"])
+draftCategoryCol = Col("Category", ["Content strategy", "Product updates", "Company culture", "Company culture"])
+draftUpdatedCol = Col("Last updated", ["Today, 10:42 AM", "Yesterday", "Aug 15", "Aug 12"])
+draftStatusCol = Col("Status", ["In review", "Draft", "Needs edits", "Draft"])
+readershipSection = Card([readershipHeading, readershipChart, readershipNote], "card", "column", "m")
+readershipHeading = Heading("Readership · past 30 days", "h2")
+readershipChart = AreaChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [readsSeries], "natural", "Date", "Article reads")
+readsSeries = Series("Reads", [820, 940, 1010, 890, 1180, 1320, 1260, 1490, 1640, 1710, 1860])
+readershipNote = TextContent("30-day total: 34,860 reads • Up 12% from the previous 30 days", "small")
+commentsSection = Card([commentsHeading, commentsList], "card", "column", "m")
+commentsHeading = Heading("Comments awaiting reply", "h2")
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "number")
+commentOne = ListItem("Maya Chen", "“Could you share an example of how you prioritize evergreen updates?” • On: The practical guide to sustainable content systems", null, "Reply")
+commentTwo = ListItem("Jordan Patel", "“The new audience segments look useful. Is there an export option planned?” • On: Release notes: smarter audience segments", null, "Reply")
+commentThree = ListItem("Elena Ruiz", "“Loved the interview framework—especially the follow-up prompts.” • On: Five interview questions that uncover better stories", null, "Reply")
+actions = Buttons([reviewDrafts, viewCalendar])
+reviewDrafts = Button("Review all drafts", null, "secondary")
+viewCalendar = Button("View publishing calendar", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-content__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-content__r4.txt
new file mode 100644
index 000000000..b4ba839f4
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-content__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, overview, categoryForm, scheduleForm, draftsSection, readershipSection, commentsSection, actions], "clear", "column", "l")
+header = CardHeader("Content Studio", "Plan, publish, and respond to your audience")
+overview = Card([publishedMetric, topArticle], "card", "row", "m", "stretch", "between")
+publishedMetric = Card([publishedLabel, publishedValue, publishedNote], "sunk", "column", "xs")
+publishedLabel = TextContent("Published this week", "small-heavy")
+publishedValue = TextContent("12 pieces", "large-heavy")
+publishedNote = TextContent("3 more than last week", "small")
+topArticle = Card([topLabel, topTitle, topReadership], "sunk", "column", "xs")
+topLabel = TextContent("Most-read this month", "small-heavy")
+topTitle = TextContent("How to Build a Content Calendar That Actually Works", "large-heavy")
+topReadership = TextContent("18,426 reads · 6.8 min average engagement", "small")
+categoryForm = Form("category-filter", categoryButtons, [categoryField])
+categoryField = FormControl("Narrow by category", categorySelect, "Apply a category to focus your workspace")
+categorySelect = Select("category", [allCategory, strategyCategory, productCategory, cultureCategory, newsCategory], "All categories", null, "all", "medium")
+allCategory = SelectItem("all", "All categories")
+strategyCategory = SelectItem("strategy", "Content strategy")
+productCategory = SelectItem("product", "Product updates")
+cultureCategory = SelectItem("culture", "Company culture")
+newsCategory = SelectItem("news", "Industry news")
+categoryButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply filter", null, "secondary")
+scheduleForm = Form("schedule-piece", scheduleButtons, [scheduleTitleField, scheduleDateField])
+scheduleTitleField = FormControl("Piece title", scheduleTitleInput)
+scheduleTitleInput = Input("scheduled_title", "Enter a working title")
+scheduleDateField = FormControl("Publish date", scheduleDateInput)
+scheduleDateInput = DatePicker("publish_date", "single")
+scheduleButtons = Buttons([scheduleButton])
+scheduleButton = Button("Schedule piece", null, "primary")
+draftsSection = Card([draftsHeading, draftsTable], "card", "column", "m")
+draftsHeading = Heading("Drafts", "h2")
+draftsTable = Table([draftTitleCol, draftCategoryCol, draftStatusCol, draftUpdatedCol])
+draftTitleCol = Col("Title", ["The 2026 Creator Economy Report", "Five Customer Stories Worth Telling", "Behind the Scenes: Our New Design System", "A Practical Guide to Content Audits"])
+draftCategoryCol = Col("Category", ["Industry news", "Company culture", "Product updates", "Content strategy"])
+draftStatusCol = Col("Status", ["In review", "Needs edits", "Draft", "Ready to schedule"])
+draftUpdatedCol = Col("Last updated", ["Today, 10:42 AM", "Yesterday", "Aug 15", "Aug 12"])
+readershipSection = Card([readershipHeading, readershipSubtitle, readershipChart], "card", "column", "m")
+readershipHeading = Heading("Readership · past 30 days", "h2")
+readershipSubtitle = TextContent("Total article reads by day", "small")
+readershipChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [readershipSeries], "natural", "Date", "Reads")
+readershipSeries = Series("Reads", [1240, 1480, 1360, 1720, 1960, 1840, 2210, 2380, 2140, 2670, 2910])
+commentsSection = Card([commentsHeading, commentsAlert, commentsList], "card", "column", "m")
+commentsHeading = Heading("Comments awaiting reply", "h2")
+commentsAlert = Alert("7 comments need attention", "Two have been waiting longer than 24 hours.", "warning")
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "number")
+commentOne = ListItem("Maya Chen · “A Practical Guide to Content Audits”", "“Could you share the template you use to score existing content?”", null, "Reply")
+commentTwo = ListItem("Jon Bell · “How to Build a Content Calendar That Actually Works”", "“This was useful—how often do you revisit your calendar?”", null, "Reply")
+commentThree = ListItem("Priya Nair · “Behind the Scenes: Our New Design System”", "“Will the component library be available publicly?”", null, "Reply")
+actions = Buttons([newDraftButton])
+newDraftButton = Button("Start new draft", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-crm__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r1.txt
new file mode 100644
index 000000000..d3d7159d1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r1.txt
@@ -0,0 +1,52 @@
+root = Card([header, accountSummary, renewalWarning, activitySection, contactsSection, followUpsSection, noteSection, callSection], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+accountSummary = Table([summaryMetric, summaryValue])
+summaryMetric = Col("Account detail", ["Total deal value", "Current deal stage", "Renewal date"])
+summaryValue = Col("Value", ["$184,000", "Proposal review", "September 12, 2026"])
+renewalWarning = Alert("Renewal approaching", "Renewal is in 25 days. Confirm decision timeline and renewal scope with the customer.", "warning")
+activitySection = SectionBlock([activityItem], false)
+activityItem = SectionItem("recent-activity", "Recent activity", [activityList])
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Today, 10:15 AM — Proposal opened", "Jordan Lee viewed the revised annual proposal.")
+activityTwo = ListItem("Yesterday, 3:40 PM — Email sent", "Maya sent pricing options and implementation milestones.")
+activityThree = ListItem("Aug 14, 2:00 PM — Discovery call completed", "Customer confirmed security review is the remaining approval step.")
+activityFour = ListItem("Aug 12, 9:30 AM — Stakeholder added", "Priya Nair joined as executive sponsor.")
+contactsSection = SectionBlock([contactsItem], false)
+contactsItem = SectionItem("contacts", "Contacts", [contactsTable])
+contactsTable = Table([contactName, contactRole, contactStatus])
+contactName = Col("Contact", ["Jordan Lee", "Priya Nair", "Elena Gomez"])
+contactRole = Col("Role", ["Director of Data", "VP Operations", "Procurement Manager"])
+contactStatus = Col("Relationship", ["Primary champion", "Executive sponsor", "Commercial approver"])
+followUpsSection = SectionBlock([followUpsItem], false)
+followUpsItem = SectionItem("open-follow-ups", "Open follow-ups", [followUpsTable])
+followUpsTable = Table([followUpTask, followUpDue, followUpOwner])
+followUpTask = Col("Follow-up", ["Send security questionnaire responses", "Schedule executive renewal review", "Confirm procurement approval process"])
+followUpDue = Col("Due date", ["Aug 20, 2026", "Aug 22, 2026", "Aug 26, 2026"])
+followUpOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+noteSection = SectionBlock([noteItem], false)
+noteItem = SectionItem("add-note", "Jot a note", [noteForm])
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("New note", noteInput, "Notes are saved to the account activity timeline.")
+noteInput = TextArea("note", "Capture meeting context, risks, commitments, or next steps...", 4)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callSection = SectionBlock([callItem], false)
+callItem = SectionItem("log-call", "Log a call", [callForm])
+callForm = Form("log-call", callButtons, [callDateField, callContactField, callOutcomeField, callNotesField])
+callDateField = FormControl("Call date", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [jordanOption, priyaOption, elenaOption], "Select a contact")
+jordanOption = SelectItem("jordan-lee", "Jordan Lee — Director of Data")
+priyaOption = SelectItem("priya-nair", "Priya Nair — VP Operations")
+elenaOption = SelectItem("elena-gomez", "Elena Gomez — Procurement Manager")
+callOutcomeField = FormControl("Call outcome", callOutcomeSelect)
+callOutcomeSelect = Select("call_outcome", [completedOption, voicemailOption, followUpOption], "Select outcome")
+completedOption = SelectItem("completed", "Connected — productive conversation")
+voicemailOption = SelectItem("voicemail", "Left voicemail")
+followUpOption = SelectItem("follow-up", "Follow-up needed")
+callNotesField = FormControl("Call notes", callNotesInput)
+callNotesInput = TextArea("call_notes", "Summarize discussion, commitments, and next steps...", 4)
+callButtons = Buttons([logCallButton, cancelCallButton])
+logCallButton = Button("Log call", null, "primary")
+cancelCallButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-crm__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r2.txt
new file mode 100644
index 000000000..24bdd27ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r2.txt
@@ -0,0 +1,42 @@
+root = Card([header, accountSummary, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followUpsHeading, followUpsList, noteHeading, noteForm, callHeading, callForm], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+accountSummary = Table([summaryMetric, summaryValue])
+summaryMetric = Col("Account detail", ["Total deal value", "Current deal stage", "Renewal date"])
+summaryValue = Col("Value", ["$184,000", "Proposal", "September 12, 2026"])
+renewalWarning = Alert("Renewal approaching", "Renewal is in 25 days. Confirm stakeholders and begin renewal planning.", "warning")
+activityHeading = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Proposal reviewed with finance", "Today, 10:42 AM — Maya Chen shared revised pricing.")
+activityTwo = ListItem("Discovery call completed", "Yesterday, 3:15 PM — Product analytics requirements confirmed.")
+activityThree = ListItem("Security questionnaire received", "August 14, 2026 — Sent to solutions engineering for review.")
+activityFour = ListItem("Executive sponsor introduced", "August 11, 2026 — Priya Raman, VP of Data, joined the account team.")
+contactsHeading = Heading("Key contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactEmail])
+contactName = Col("Contact", ["Priya Raman", "Daniel Ortiz", "Elena Park"])
+contactRole = Col("Role", ["Executive sponsor", "Economic buyer", "Technical champion"])
+contactEmail = Col("Email", ["priya.raman@northstar.example", "daniel.ortiz@northstar.example", "elena.park@northstar.example"])
+followUpsHeading = Heading("Open follow-ups", "h2")
+followUpsList = ListBlock([followUpOne, followUpTwo, followUpThree])
+followUpOne = ListItem("Send security response package", "Due Aug 20, 2026 — Owner: Maya Chen", null, "Complete")
+followUpTwo = ListItem("Schedule pricing review with Daniel", "Due Aug 22, 2026 — Owner: Maya Chen", null, "Schedule")
+followUpThree = ListItem("Confirm implementation timeline", "Due Aug 26, 2026 — Owner: Solutions team", null, "Assign")
+noteHeading = Heading("Jot a note", "h2")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("New note", noteInput, "Notes are saved to the account activity timeline.")
+noteInput = TextArea("note", "Add meeting context, objections, or next steps...", 4)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callHeading = Heading("Log a call", "h2")
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callSummaryField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callPriya, callDaniel, callElena], "Choose a contact")
+callPriya = SelectItem("priya", "Priya Raman — Executive sponsor")
+callDaniel = SelectItem("daniel", "Daniel Ortiz — Economic buyer")
+callElena = SelectItem("elena", "Elena Park — Technical champion")
+callDateField = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callSummaryField = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("call_summary", "Capture outcomes, objections, and agreed next steps...", 4)
+callButtons = Buttons([logCallButton, cancelCallButton])
+logCallButton = Button("Log call", null, "primary")
+cancelCallButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-crm__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r3.txt
new file mode 100644
index 000000000..bc19e66d6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r3.txt
@@ -0,0 +1,42 @@
+root = Card([header, summary, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followUpsHeading, followUpsTable, noteHeading, noteForm, callHeading, callForm], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+summary = Card([dealValue, dealStage], "sunk", "row", "m", "stretch", "between")
+dealValue = TextCallout("success", "Total deal value", "$184,000 open pipeline")
+dealStage = TextCallout("info", "Current deal stage", "Proposal review")
+renewalWarning = Alert("Renewal approaching", "Renewal date: September 12, 2026 — 25 days remaining. Confirm renewal plan with the customer.", "warning")
+activityHeading = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Proposal sent", "Today, 10:42 AM — Maya Chen shared the revised annual proposal.")
+activityTwo = ListItem("Discovery call completed", "Yesterday, 3:15 PM — Customer requested SSO and analytics add-on pricing.")
+activityThree = ListItem("Product usage report reviewed", "August 14 — Usage is up 18% month over month.")
+activityFour = ListItem("Executive sponsor introduced", "August 12 — Priya Raman, VP Operations, joined the account team.")
+contactsHeading = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactStatus])
+contactName = Col("Contact", ["Priya Raman", "Daniel Ortiz", "Lena Park"])
+contactRole = Col("Role", ["Executive sponsor", "Economic buyer", "Technical champion"])
+contactStatus = Col("Relationship", ["Engaged", "Active", "Active"])
+followUpsHeading = Heading("Open follow-ups", "h2")
+followUpsTable = Table([followUpTask, followUpOwner, followUpDue])
+followUpTask = Col("Follow-up", ["Confirm security review timeline", "Send SSO implementation outline", "Schedule renewal planning call"])
+followUpOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+followUpDue = Col("Due date", ["Aug 20, 2026", "Aug 21, 2026", "Aug 25, 2026"])
+noteHeading = Heading("Jot a note", "h2")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("New note", noteInput, "Capture a customer update, decision, or next step.")
+noteInput = TextArea("note", "Write a note for Northstar Analytics...", 4)
+noteButtons = Buttons([saveNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+callHeading = Heading("Log a call", "h2")
+callForm = Form("log-call", callButtons, [callContactField, callSummaryField, callDateField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [callPriya, callDaniel, callLena], "Select a contact")
+callPriya = SelectItem("priya-raman", "Priya Raman — Executive sponsor")
+callDaniel = SelectItem("daniel-ortiz", "Daniel Ortiz — Economic buyer")
+callLena = SelectItem("lena-park", "Lena Park — Technical champion")
+callSummaryField = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("call_summary", "What was discussed?", 3)
+callDateField = FormControl("Call date", callDateInput)
+callDateInput = DatePicker("call_date", "single")
+callButtons = Buttons([logCallButton, cancelCallButton])
+logCallButton = Button("Log call", null, "primary")
+cancelCallButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-crm__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r4.txt
new file mode 100644
index 000000000..12efb5e52
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-crm__r4.txt
@@ -0,0 +1,43 @@
+root = Card([header, summary, renewalWarning, activityHeading, activityList, contactsHeading, contactsTable, followUpsHeading, followUpsTable, noteHeading, noteForm, callHeading, callForm], "card", "column", "l")
+header = CardHeader("Northstar Analytics", "Account owner: Maya Chen")
+summary = Table([summaryMetric, summaryValue])
+summaryMetric = Col("Account overview", ["Total deal value", "Current deal stage", "Renewal date"])
+summaryValue = Col("Value", ["$148,000", "Proposal", "September 2, 2026"])
+renewalWarning = Alert("Renewal approaching", "Renewal is in 15 days. Confirm renewal plan and executive sponsor.", "warning")
+activityHeading = Heading("Recent activity", "h2")
+activityList = ListBlock([activityOne, activityTwo, activityThree, activityFour], "number")
+activityOne = ListItem("Proposal sent", "Today, 10:24 AM — Maya Chen shared the annual platform proposal.")
+activityTwo = ListItem("Discovery call completed", "Yesterday, 3:30 PM — Data governance and rollout timeline discussed.")
+activityThree = ListItem("Pricing review requested", "Aug 14, 2026 — Priya Shah asked for enterprise pricing options.")
+activityFour = ListItem("Product usage report shared", "Aug 11, 2026 — Usage trends sent to the operations team.")
+contactsHeading = Heading("Contacts", "h2")
+contactsTable = Table([contactName, contactRole, contactStatus])
+contactName = Col("Contact", ["Priya Shah", "Daniel Ortiz", "Elena Brooks"])
+contactRole = Col("Role", ["VP, Data & Analytics", "Director of Operations", "Procurement Manager"])
+contactStatus = Col("Relationship", ["Executive sponsor", "Primary champion", "Commercial approver"])
+followUpsHeading = Heading("Open follow-ups", "h2")
+followUpsTable = Table([followUpTask, followUpOwner, followUpDue])
+followUpTask = Col("Follow-up", ["Send revised implementation timeline", "Schedule security review", "Confirm renewal decision meeting"])
+followUpOwner = Col("Owner", ["Maya Chen", "Maya Chen", "Maya Chen"])
+followUpDue = Col("Due date", ["Aug 20, 2026", "Aug 22, 2026", "Aug 28, 2026"])
+noteHeading = Heading("Jot a note", "h2")
+noteForm = Form("account-note", noteButtons, [noteField])
+noteField = FormControl("New note", noteInput, "Visible to the account team")
+noteInput = TextArea("note", "Add context, decisions, or next steps...", 4)
+noteButtons = Buttons([saveNoteButton, cancelNoteButton])
+saveNoteButton = Button("Save note", null, "primary")
+cancelNoteButton = Button("Cancel", null, "tertiary")
+callHeading = Heading("Log a call", "h2")
+callForm = Form("log-call", callButtons, [callContactField, callDateField, callSummaryField])
+callContactField = FormControl("Contact", callContactSelect)
+callContactSelect = Select("call_contact", [priyaOption, danielOption, elenaOption], "Choose a contact")
+priyaOption = SelectItem("priya-shah", "Priya Shah — VP, Data & Analytics")
+danielOption = SelectItem("daniel-ortiz", "Daniel Ortiz — Director of Operations")
+elenaOption = SelectItem("elena-brooks", "Elena Brooks — Procurement Manager")
+callDateField = FormControl("Call date", callDatePicker)
+callDatePicker = DatePicker("call_date", "single")
+callSummaryField = FormControl("Call summary", callSummaryInput)
+callSummaryInput = TextArea("call_summary", "Key discussion points, objections, and next steps...", 4)
+callButtons = Buttons([logCallButton, discardCallButton])
+logCallButton = Button("Log call", null, "primary")
+discardCallButton = Button("Discard", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-finance__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r1.txt
new file mode 100644
index 000000000..f4b4f31c0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r1.txt
@@ -0,0 +1,26 @@
+root = Card([header, monthControl, kpis, expenseSection, transactionSection, actions], "card", "column", "l")
+header = CardHeader("Month-end finance", "August 2026 close")
+monthControl = Card([monthLabel, monthPicker], "sunk", "row", "m", "center", "between")
+monthLabel = TextContent("Reporting month", "small-heavy")
+monthPicker = CalendarBlock("single", "2026-08-01", 1, "dropdown")
+kpis = Table([metricCol, valueCol, noteCol])
+metricCol = Col("Metric", ["Cash on hand", "Monthly burn", "Months of runway"])
+valueCol = Col("Value", ["$842,600", "$96,400", "8.7"])
+noteCol = Col("Month-end view", ["Available cash balance", "Net cash used in August", "At current burn rate"])
+expenseSection = Card([expenseHeader, expenseChart, expenseTable], "clear", "column", "m")
+expenseHeader = Heading("Expenses by category", "h2")
+expenseChart = PieChart(["Payroll", "Cloud infrastructure", "Sales & marketing", "Contractors", "Operations"], [54800, 14200, 11900, 9400, 6100], "donut")
+expenseTable = Table([categoryCol, amountCol, shareCol])
+categoryCol = Col("Category", ["Payroll", "Cloud infrastructure", "Sales & marketing", "Contractors", "Operations"])
+amountCol = Col("Amount", ["$54,800", "$14,200", "$11,900", "$9,400", "$6,100"])
+shareCol = Col("Share of spend", ["57%", "15%", "12%", "10%", "6%"])
+transactionSection = Card([transactionHeader, transactionNote, transactionTable], "clear", "column", "m")
+transactionHeader = Heading("Transactions above $10,000", "h2")
+transactionNote = TextContent("August 1–31, 2026", "small")
+transactionTable = Table([dateCol, vendorCol, categoryTxnCol, transactionAmountCol])
+dateCol = Col("Date", ["Aug 02", "Aug 09", "Aug 16", "Aug 23", "Aug 30"])
+vendorCol = Col("Vendor / payee", ["Gusto Payroll", "Amazon Web Services", "Google Ads", "Northstar Consulting", "Stripe"])
+categoryTxnCol = Col("Category", ["Payroll", "Cloud infrastructure", "Sales & marketing", "Contractors", "Payment processing"])
+transactionAmountCol = Col("Amount", ["-$54,800", "-$14,200", "-$11,900", "-$12,500", "-$10,840"])
+actions = Buttons([downloadButton])
+downloadButton = Button("Download statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-finance__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r2.txt
new file mode 100644
index 000000000..91929b23f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r2.txt
@@ -0,0 +1,40 @@
+root = Card([header, monthControls, kpis, expenseSection, transactionsSection, statementActions], "clear", "column", "l")
+header = CardHeader("Month-end finance", "August 2026 close • USD")
+monthControls = Card([monthField, monthHint], "sunk", "column", "s")
+monthField = FormControl("Reporting month", monthPicker, "Select another month to refresh the month-end view")
+monthPicker = DatePicker("reporting_month", "single", null, ["2026-08-01"])
+monthHint = TextContent("Current view reflects finalized activity through August 31, 2026.", "small")
+kpis = Card([cashKpi, burnKpi, runwayKpi], "clear", "row", "m", "stretch", "between", true)
+cashKpi = Card([cashLabel, cashValue, cashNote], "card", "column", "xs")
+cashLabel = TextContent("Cash on hand", "small-heavy")
+cashValue = TextContent("$842,600", "large-heavy")
+cashNote = TextContent("Across operating and savings accounts", "small")
+burnKpi = Card([burnLabel, burnValue, burnNote], "card", "column", "xs")
+burnLabel = TextContent("Monthly burn", "small-heavy")
+burnValue = TextContent("$118,400", "large-heavy")
+burnNote = TextContent("Net cash outflow in August", "small")
+runwayKpi = Card([runwayLabel, runwayValue, runwayNote, runwayProgress], "card", "column", "xs")
+runwayLabel = TextContent("Months of runway", "small-heavy")
+runwayValue = TextContent("7.1 months", "large-heavy")
+runwayNote = TextContent("At the current monthly burn rate", "small")
+runwayProgress = Progress(59, "Runway toward 12-month target")
+expenseSection = Card([expenseHeader, expenseChart, expenseTable], "card", "column", "m")
+expenseHeader = Heading("Expenses by category", "h2")
+expenseChart = PieChart(["Payroll", "Cloud infrastructure", "Marketing", "Professional services", "Office & travel"], [68400, 18600, 14200, 9700, 7500], "donut")
+expenseTable = Table([expenseCategory, expenseAmount, expenseShare])
+expenseCategory = Col("Category", ["Payroll", "Cloud infrastructure", "Marketing", "Professional services", "Office & travel"])
+expenseAmount = Col("August spend", ["$68,400", "$18,600", "$14,200", "$9,700", "$7,500"], "string")
+expenseShare = Col("Share of expenses", ["58%", "16%", "12%", "8%", "6%"], "string")
+transactionsSection = Card([transactionsHeader, transactionNotice, transactionsTable], "card", "column", "m")
+transactionsHeader = Heading("Transactions above $10,000", "h2")
+transactionNotice = TextContent("Five transactions exceeded $10,000 in August 2026.", "small")
+transactionsTable = Table([transactionDate, transactionVendor, transactionCategory, transactionAmount])
+transactionDate = Col("Date", ["Aug 02", "Aug 05", "Aug 12", "Aug 18", "Aug 29"])
+transactionVendor = Col("Vendor / payee", ["Northstar Payroll", "AWS", "GrowthWorks Media", "Legal Harbor LLP", "Northstar Payroll"])
+transactionCategory = Col("Category", ["Payroll", "Cloud infrastructure", "Marketing", "Professional services", "Payroll"])
+transactionAmount = Col("Amount", ["-$34,200", "-$18,600", "-$14,200", "-$12,400", "-$34,200"])
+statementActions = Card([statementText, downloadButtons], "sunk", "column", "s")
+statementText = TextContent("Download the finalized August 2026 month-end statement for reconciliation and reporting.", "default")
+downloadButtons = Buttons([downloadStatement, exportTransactions])
+downloadStatement = Button("Download statement PDF", null, "primary")
+exportTransactions = Button("Export transactions CSV", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-finance__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r3.txt
new file mode 100644
index 000000000..ce6cfa01a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, monthControl, kpis, expenseSection, transactionSection, actions], "card", "column", "l")
+header = CardHeader("Month-end finance", "August 2026 close")
+monthControl = Card([monthField, monthHint], "sunk", "column", "s")
+monthField = FormControl("Reporting month", monthPicker)
+monthPicker = DatePicker("reporting_month", "single", null, ["2026-08-01"])
+monthHint = TextContent("Choose a different month to review its cash position, burn, expenses, and transactions.", "small")
+kpis = Card([cashMetric, burnMetric, runwayMetric], "clear", "row", "m", "stretch", "between", true)
+cashMetric = Card([cashLabel, cashValue, cashNote], "sunk", "column", "xs")
+cashLabel = TextContent("Cash on hand", "small-heavy")
+cashValue = TextContent("$842,600", "large-heavy")
+cashNote = TextContent("Available operating cash at month end", "small")
+burnMetric = Card([burnLabel, burnValue, burnNote], "sunk", "column", "xs")
+burnLabel = TextContent("Monthly burn", "small-heavy")
+burnValue = TextContent("$118,400", "large-heavy")
+burnNote = TextContent("Net cash outflow in August", "small")
+runwayMetric = Card([runwayLabel, runwayValue, runwayNote], "sunk", "column", "xs")
+runwayLabel = TextContent("Months of runway", "small-heavy")
+runwayValue = TextContent("7.1 months", "large-heavy")
+runwayNote = TextContent("Based on current monthly burn", "small")
+expenseSection = Card([expenseHeader, expenseChart, expenseTable], "clear", "column", "m")
+expenseHeader = Heading("Expenses by category", "h2")
+expenseChart = PieChart(["Payroll", "Cloud infrastructure", "Sales & marketing", "Software", "Professional services", "Office & travel"], [68400, 18200, 14100, 7200, 6100, 4400], "donut")
+expenseTable = Table([expenseCategory, expenseAmount, expenseShare])
+expenseCategory = Col("Category", ["Payroll", "Cloud infrastructure", "Sales & marketing", "Software", "Professional services", "Office & travel"])
+expenseAmount = Col("Amount", ["$68,400", "$18,200", "$14,100", "$7,200", "$6,100", "$4,400"], "number")
+expenseShare = Col("Share of spend", ["57.7%", "15.4%", "11.9%", "6.1%", "5.2%", "3.7%"])
+transactionSection = Card([transactionHeader, transactionNote, transactionTable], "clear", "column", "m")
+transactionHeader = Heading("Transactions above $10,000", "h2")
+transactionNote = TextContent("Five transactions exceeded $10,000 in August.", "small")
+transactionTable = Table([transactionDate, transactionVendor, transactionCategory, transactionAmount])
+transactionDate = Col("Date", ["Aug 01", "Aug 05", "Aug 12", "Aug 19", "Aug 28"])
+transactionVendor = Col("Vendor / payee", ["Northstar Payroll", "AWS", "GrowthWorks Media", "Harbor Insurance", "Vertex Legal"])
+transactionCategory = Col("Category", ["Payroll", "Cloud infrastructure", "Sales & marketing", "Insurance", "Professional services"])
+transactionAmount = Col("Amount", ["-$68,400", "-$18,200", "-$14,100", "-$12,800", "-$10,600"], "number")
+actions = Buttons([downloadButton])
+downloadButton = Button("Download August statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-finance__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r4.txt
new file mode 100644
index 000000000..70ee50312
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-finance__r4.txt
@@ -0,0 +1,25 @@
+root = Card([header, monthControl, kpis, expenseSection, transactionSection, actions], "card", "column", "l")
+header = CardHeader("Month-end finance", "August 2026 close")
+monthControl = Form("month-selector", monthButtons, [monthField])
+monthField = FormControl("Reporting month", monthInput, "Select a different month to refresh the finance view")
+monthInput = DatePicker("reporting_month", "single", null, ["2026-08-01"])
+monthButtons = Buttons([viewMonthButton])
+viewMonthButton = Button("View selected month", null, "secondary")
+kpis = Table([metricColumn, valueColumn, noteColumn])
+metricColumn = Col("Metric", ["Cash on hand", "Monthly burn", "Months of runway"])
+valueColumn = Col("Value", ["$1,248,000", "$182,400", "6.8 months"])
+noteColumn = Col("Month-end detail", ["Available operating cash", "Net cash outflow in August", "Based on current monthly burn"])
+expenseSection = Card([expenseHeader, expenseChart, expenseTags], "sunk", "column", "m")
+expenseHeader = Heading("Expenses by category", "h2")
+expenseChart = PieChart(["Payroll", "Cloud infrastructure", "Marketing", "Contractors", "Office & tools", "Legal & accounting"], [104800, 28600, 19400, 16200, 7900, 5500], "donut")
+expenseTags = TagBlock(["Payroll — $104,800", "Cloud infrastructure — $28,600", "Marketing — $19,400", "Contractors — $16,200", "Office & tools — $7,900", "Legal & accounting — $5,500"])
+transactionSection = Card([transactionHeader, transactionNote, transactionTable], "sunk", "column", "m")
+transactionHeader = Heading("Transactions above $10,000", "h2")
+transactionNote = TextContent("Large transactions recorded in August 2026.", "small")
+transactionTable = Table([dateColumn, vendorColumn, categoryColumn, amountColumn])
+dateColumn = Col("Date", ["Aug 02", "Aug 09", "Aug 15", "Aug 21", "Aug 28"])
+vendorColumn = Col("Vendor / payee", ["Gusto", "AWS", "Brightline Media", "Northstar Talent", "Gusto"])
+categoryColumn = Col("Category", ["Payroll", "Cloud infrastructure", "Marketing", "Contractors", "Payroll"])
+amountColumn = Col("Amount", ["-$52,400", "-$18,760", "-$14,500", "-$12,000", "-$52,400"])
+actions = Buttons([downloadButton])
+downloadButton = Button("Download August statement", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-freight__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r1.txt
new file mode 100644
index 000000000..96ffcbce5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r1.txt
@@ -0,0 +1,26 @@
+root = Card([header, refreshInfo, kpiTable, delayAlert, shipmentHeading, shipmentTable, carrierHeading, carrierChart, volumeHeading, volumeChart, routeForm, shipmentActions], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live shipment operations for August 2026")
+refreshInfo = TextCallout("info", "Last refreshed", "Today at 09:42 AM • Data updates every 15 minutes")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Operational metric", ["On-time delivery this month", "Average cost per shipment", "Shipments currently in transit"])
+kpiValue = Col("Value", ["94.6%", "$428.75", "38"])
+delayAlert = Alert("3 delayed shipments need attention", "Two shipments are delayed by weather and one is awaiting customs clearance.", "warning")
+shipmentHeading = Heading("Shipments in transit", "h2")
+shipmentTable = Table([shipmentId, shipmentOrigin, shipmentDestination, shipmentEta, shipmentStatus])
+shipmentId = Col("Shipment", ["SH-48291", "SH-48284", "SH-48277", "SH-48266", "SH-48251"])
+shipmentOrigin = Col("Origin", ["Los Angeles, CA", "Chicago, IL", "Dallas, TX", "Seattle, WA", "Newark, NJ"])
+shipmentDestination = Col("Destination", ["Phoenix, AZ", "Atlanta, GA", "Denver, CO", "Portland, OR", "Boston, MA"])
+shipmentEta = Col("ETA", ["Today, 14:30", "Today, 18:00", "Tomorrow, 09:15", "Tomorrow, 11:45", "Tomorrow, 16:20"])
+shipmentStatus = Col("Status", ["On time", "Delayed — weather", "On time", "Delayed — customs", "At risk"])
+carrierHeading = Heading("Volume split by carrier", "h2")
+carrierChart = PieChart(["NorthStar Freight", "SwiftLine Logistics", "BlueRail Transport", "Apex Parcel", "Other"], [34, 27, 19, 13, 7], "donut", "circular")
+volumeHeading = Heading("Weekly shipment volume", "h2")
+volumeChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [volumeSeries], "natural", "Week starting", "Shipments")
+volumeSeries = Series("Shipments", [184, 201, 196, 218, 225, 239, 231, 247])
+routeForm = Form("route-search", routeButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route pair")
+routeInput = Input("route_search", "e.g., Los Angeles to Phoenix")
+routeButtons = Buttons([searchButton])
+searchButton = Button("Search routes", null, "primary")
+shipmentActions = Buttons([flagButton])
+flagButton = Button("Flag a shipment", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-freight__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r2.txt
new file mode 100644
index 000000000..a02597b34
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r2.txt
@@ -0,0 +1,29 @@
+root = Card([header, refreshStatus, kpiTable, delayedAlert, shipmentHeading, shipmentTable, carrierHeading, carrierSplit, volumeHeading, weeklyVolume, routeForm, flagDialog], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live shipment visibility and exception management")
+refreshStatus = TextCallout("info", "Last refreshed", "Today at 10:42 AM")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("This month", ["On-time delivery", "Average cost per shipment", "Shipments in transit"])
+kpiValue = Col("Value", ["94.6%", "$428", "18"])
+delayedAlert = Alert("3 delayed shipments need attention", "Delays are concentrated on the Chicago and Dallas routes. Review the highlighted shipments below.", "warning")
+shipmentHeading = Heading("Shipments in transit", "h2")
+shipmentTable = Table([shipmentId, shipmentOrigin, shipmentDestination, shipmentEta, shipmentStatus])
+shipmentId = Col("Shipment", ["SH-48219", "SH-48231", "SH-48244", "SH-48257", "SH-48263", "SH-48271"])
+shipmentOrigin = Col("Origin", ["Los Angeles, CA", "Chicago, IL", "Newark, NJ", "Dallas, TX", "Seattle, WA", "Atlanta, GA"])
+shipmentDestination = Col("Destination", ["Phoenix, AZ", "Denver, CO", "Boston, MA", "Houston, TX", "Portland, OR", "Miami, FL"])
+shipmentEta = Col("ETA", ["Today, 3:30 PM", "Today, 6:00 PM", "Tomorrow, 9:00 AM", "Tomorrow, 12:15 PM", "Tomorrow, 4:45 PM", "Fri, 10:30 AM"])
+shipmentStatus = Col("Status", ["On schedule", "Delayed 2h", "On schedule", "Delayed 5h", "On schedule", "Delayed 1d"])
+carrierHeading = Heading("Volume split by carrier", "h2")
+carrierSplit = PieChart(["NorthStar Freight", "SwiftLine", "Atlas Logistics", "Pioneer Express"], [38, 27, 21, 14], "donut")
+volumeHeading = Heading("Weekly shipment volume", "h2")
+weeklyVolume = LineChart(["Jun 24", "Jul 1", "Jul 8", "Jul 15", "Jul 22", "Jul 29", "Aug 5", "Aug 12"], [volumeSeries], "natural", "Week", "Shipments")
+volumeSeries = Series("Shipments", [184, 201, 196, 218, 225, 209, 237, 228])
+routeForm = Form("route-search", routeButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route pair")
+routeInput = Input("route", "e.g. Chicago to Denver")
+routeButtons = Buttons([searchButton])
+searchButton = Button("Search shipments", null, "primary")
+flagDialog = DialogBlock("Flag a shipment", "Flag shipment for review", "Add an exception flag for the operations team.", [flagText, flagActions], "outline")
+flagText = TextContent("Select the shipment in the shipment table, then record the reason for follow-up.")
+flagActions = Buttons([flagButton, cancelButton])
+flagButton = Button("Flag for review", null, "primary")
+cancelButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-freight__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r3.txt
new file mode 100644
index 000000000..b5066ad04
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r3.txt
@@ -0,0 +1,31 @@
+root = Card([header, refreshStatus, kpiTable, delayAlert, shipmentSection, shipmentTable, carrierSection, carrierChart, volumeSection, volumeChart, searchForm, flagForm], "card", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live shipment operations overview")
+refreshStatus = TextCallout("info", "Last refreshed", "Today at 10:42 AM • Data updates every 15 minutes")
+kpiTable = Table([kpiMetric, kpiValue])
+kpiMetric = Col("Metric", ["On-time this month", "Average cost per shipment", "Shipments in transit", "Delayed shipments"])
+kpiValue = Col("Current value", ["94.2%", "$486", "18", "3"])
+delayAlert = Alert("3 shipments need attention", "Two shipments are running more than 12 hours behind schedule, and one requires carrier confirmation.", "warning")
+shipmentSection = Heading("Shipments in transit", "h2")
+shipmentTable = Table([shipmentId, shipmentOrigin, shipmentDestination, shipmentEta, shipmentStatus])
+shipmentId = Col("Shipment", ["SHP-48291", "SHP-48288", "SHP-48275", "SHP-48263", "SHP-48254"])
+shipmentOrigin = Col("Origin", ["Chicago, IL", "Dallas, TX", "Long Beach, CA", "Atlanta, GA", "Newark, NJ"])
+shipmentDestination = Col("Destination", ["Denver, CO", "Memphis, TN", "Phoenix, AZ", "Charlotte, NC", "Boston, MA"])
+shipmentEta = Col("ETA", ["Today, 4:30 PM", "Today, 7:15 PM", "Tomorrow, 9:00 AM", "Tomorrow, 1:45 PM", "Tomorrow, 6:20 PM"])
+shipmentStatus = Col("Status", ["On time", "Delayed — 6h", "Delayed — 14h", "On time", "Delayed — carrier review"])
+carrierSection = Heading("Volume by carrier", "h2")
+carrierChart = PieChart(["NorthStar Freight", "BlueLine Logistics", "SwiftHaul", "Atlas Transport", "Other"], [36, 27, 18, 12, 7], "donut")
+volumeSection = Heading("Weekly shipment volume", "h2")
+volumeChart = LineChart(["Jun 24", "Jul 1", "Jul 8", "Jul 15", "Jul 22", "Jul 29", "Aug 5", "Aug 12"], [volumeSeries], "natural", "Week", "Shipments")
+volumeSeries = Series("Shipment volume", [128, 142, 136, 151, 164, 158, 173, 169])
+searchForm = Form("route-search", searchButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route pair")
+routeInput = Input("route_search", "e.g. Chicago to Denver")
+searchButtons = Buttons([searchButton])
+searchButton = Button("Search routes", null, "primary")
+flagForm = Form("shipment-flag", flagButtons, [shipmentField, flagReasonField])
+shipmentField = FormControl("Shipment to flag", shipmentInput)
+shipmentInput = Input("shipment_id", "Enter shipment ID")
+flagReasonField = FormControl("Flag reason", flagReasonInput)
+flagReasonInput = TextArea("flag_reason", "Describe the issue requiring follow-up", 3)
+flagButtons = Buttons([flagButton])
+flagButton = Button("Flag shipment", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-freight__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r4.txt
new file mode 100644
index 000000000..5c09c839a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-freight__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, refresh, kpis, delayAlert, shipmentSection, carrierSection, weeklySection, routeForm, flagForm], "clear", "column", "l")
+header = CardHeader("Logistics Coordinator Board", "Live shipment visibility and route management")
+refresh = TextContent("Last refreshed: August 18, 2026 at 09:42 AM", "small")
+kpis = Card([onTime, averageCost], "card", "row", "m", "stretch", "between")
+onTime = Progress(94, "On-time this month: 94%")
+averageCost = TextCallout("info", "Average cost per shipment", "$1,286 across 428 shipments this month")
+delayAlert = Callout("warning", "3 delayed shipments need attention", "Delays are concentrated on the Los Angeles to Dallas and Newark to Atlanta routes.")
+shipmentSection = SectionBlock([transitSection, delayedSection], false)
+transitSection = SectionItem("in-transit", "Shipments in transit", [shipmentTable])
+delayedSection = SectionItem("delayed", "Delayed shipments", [delayedTable])
+shipmentTable = Table([shipmentIdCol, originCol, destinationCol, etaCol, statusCol])
+shipmentIdCol = Col("Shipment", ["SHP-48291", "SHP-48307", "SHP-48318", "SHP-48326", "SHP-48344"])
+originCol = Col("Origin", ["Seattle, WA", "Chicago, IL", "Los Angeles, CA", "Newark, NJ", "Houston, TX"])
+destinationCol = Col("Destination", ["Denver, CO", "Nashville, TN", "Dallas, TX", "Atlanta, GA", "Phoenix, AZ"])
+etaCol = Col("ETA", ["Today, 14:30", "Today, 18:00", "Tomorrow, 09:15", "Tomorrow, 11:45", "Aug 20, 16:00"])
+statusCol = Col("Status", ["On time", "On time", "Delayed", "Delayed", "In transit"])
+delayedTable = Table([delayedIdCol, delayedRouteCol, delayedEtaCol, delayedReasonCol])
+delayedIdCol = Col("Shipment", ["SHP-48318", "SHP-48326", "SHP-48274"])
+delayedRouteCol = Col("Route", ["Los Angeles, CA → Dallas, TX", "Newark, NJ → Atlanta, GA", "Portland, OR → Salt Lake City, UT"])
+delayedEtaCol = Col("Revised ETA", ["Tomorrow, 09:15", "Tomorrow, 11:45", "Aug 19, 20:30"])
+delayedReasonCol = Col("Reason", ["Weather disruption", "Carrier capacity", "Mechanical inspection"])
+carrierSection = Card([carrierHeader, carrierChart], "card", "column", "m")
+carrierHeader = Heading("Volume split by carrier", "h3")
+carrierChart = PieChart(["NorthStar Freight", "SwiftLine Logistics", "Atlas Transport", "BlueRail Cargo"], [162, 118, 89, 59], "donut")
+weeklySection = Card([weeklyHeader, weeklyChart], "card", "column", "m")
+weeklyHeader = Heading("Weekly shipment volume", "h3")
+weeklyChart = LineChart(["Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17", "Aug 24"], [volumeSeries], "natural", "Week", "Shipments")
+volumeSeries = Series("Shipments", [46, 51, 48, 57, 62, 59, 66, 39])
+routeForm = Form("route-search", routeButtons, [routeField])
+routeField = FormControl("Search by route", routeInput, "Enter an origin, destination, or route")
+routeInput = Input("route", "e.g. Los Angeles to Dallas")
+routeButtons = Buttons([searchButton])
+searchButton = Button("Search shipments", null, "primary")
+flagForm = Form("shipment-flag", flagButtons, [shipmentField, flagReasonField])
+shipmentField = FormControl("Shipment to flag", shipmentInput)
+shipmentInput = Input("shipment_id", "Enter shipment ID")
+flagReasonField = FormControl("Flag reason", flagReasonInput)
+flagReasonInput = Select("flag_reason", [delayOption, damageOption, customerOption, reviewOption], "Choose a reason")
+delayOption = SelectItem("delay", "Potential delay")
+damageOption = SelectItem("damage", "Damage concern")
+customerOption = SelectItem("customer", "Customer escalation")
+reviewOption = SelectItem("review", "Requires review")
+flagButtons = Buttons([flagButton])
+flagButton = Button("Flag shipment", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-hr__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r1.txt
new file mode 100644
index 000000000..68e982c08
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r1.txt
@@ -0,0 +1,40 @@
+root = Card([header, summary, rolesSection, pipelineSection, departmentSection, interviewsSection, attritionSection, actions], "clear", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce health, recruiting pipeline, and upcoming interviews")
+summary = Card([headcountMetric, timeToHireMetric], "card", "row", "m", "stretch", "between")
+headcountMetric = Card([headcountLabel, headcountValue, headcountNote], "sunk", "column", "xs")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("248 employees", "large-heavy")
+headcountNote = TextContent("Up 12 since the start of the quarter", "small")
+timeToHireMetric = Card([timeToHireLabel, timeToHireValue, timeToHireNote], "sunk", "column", "xs")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("34 days", "large-heavy")
+timeToHireNote = TextContent("3 days faster than last quarter", "small")
+rolesSection = Card([rolesHeader, rolesTable], "card", "column", "m")
+rolesHeader = Heading("Open roles", "h2")
+rolesTable = Table([roleCol, departmentCol, locationCol, applicantsCol])
+roleCol = Col("Role", ["Senior Product Designer", "Backend Engineer", "People Operations Manager", "Account Executive"])
+departmentCol = Col("Department", ["Product", "Engineering", "People", "Sales"])
+locationCol = Col("Location", ["New York / Hybrid", "Remote", "London / Hybrid", "Remote"])
+applicantsCol = Col("Active candidates", [18, 26, 9, 31], "number")
+pipelineSection = Card([pipelineHeader, pipelineChart], "card", "column", "m")
+pipelineHeader = Heading("Candidates by pipeline stage", "h2")
+pipelineChart = BarChart(["Applied", "Screening", "Hiring manager", "On-site", "Offer"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [84, 42, 25, 14, 6])
+departmentSection = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = Heading("Headcount by department", "h2")
+departmentChart = PieChart(["Engineering", "Sales", "Product", "Customer Success", "People & Finance"], [92, 61, 38, 34, 23], "donut")
+interviewsSection = Card([interviewsHeader, interviewsList], "card", "column", "m")
+interviewsHeader = Heading("Interviews scheduled this week", "h2")
+interviewsList = ListBlock([interviewOne, interviewTwo, interviewThree, interviewFour], "number")
+interviewOne = ListItem("Mon, 10:00 AM — Maya Chen", "Backend Engineer · Technical interview")
+interviewTwo = ListItem("Tue, 2:30 PM — Jordan Patel", "Senior Product Designer · Portfolio review")
+interviewThree = ListItem("Wed, 11:00 AM — Sofia Martinez", "Account Executive · Hiring manager interview")
+interviewFour = ListItem("Thu, 3:00 PM — Liam O'Connor", "People Operations Manager · Final interview")
+attritionSection = Card([attritionHeader, attritionChart, attritionNote], "card", "column", "m")
+attritionHeader = Heading("Attrition over the past six months", "h2")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [voluntarySeries, involuntarySeries], "natural", "Month", "Employees")
+voluntarySeries = Series("Voluntary", [3, 4, 2, 5, 3, 2])
+involuntarySeries = Series("Involuntary", [1, 1, 2, 1, 1, 0])
+attritionNote = TextContent("Voluntary attrition is trending down, with 2 departures in August to date.", "small")
+actions = Buttons([newRoleButton])
+newRoleButton = Button("Open a new role", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-hr__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r2.txt
new file mode 100644
index 000000000..7bd639baf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r2.txt
@@ -0,0 +1,35 @@
+root = Card([header, summary, separatorOne, rolesHeader, rolesTable, separatorTwo, pipelineHeader, pipelineChart, separatorThree, departmentHeader, departmentChart, separatorFour, interviewsHeader, interviewsList, separatorFive, attritionHeader, attritionChart, actions], "card", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce and recruiting snapshot")
+summary = Card([headcountMetric, timeToHireMetric], "sunk", "row", "l", "stretch", "between")
+headcountMetric = Card([headcountLabel, headcountValue], "clear", "column", "xs")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("248 employees", "large-heavy")
+timeToHireMetric = Card([timeToHireLabel, timeToHireValue], "clear", "column", "xs")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("34 days", "large-heavy")
+separatorOne = Separator()
+rolesHeader = Heading("Open roles", "h2")
+rolesTable = Table([roleColumn, departmentColumn, openingsColumn])
+roleColumn = Col("Role", ["Senior Product Designer", "Account Executive", "Data Analyst", "Backend Engineer", "People Operations Manager"])
+departmentColumn = Col("Department", ["Product", "Sales", "Data", "Engineering", "People"])
+openingsColumn = Col("Openings", [1, 3, 1, 2, 1], "number")
+separatorTwo = Separator()
+pipelineHeader = Heading("Candidates by pipeline stage", "h2")
+pipelineChart = BarChart(["Applied", "Screening", "Interview", "Offer", "Hired"], [pipelineSeries], "grouped", "Stage", "Candidates")
+pipelineSeries = Series("Candidates", [86, 42, 24, 7, 12])
+separatorThree = Separator()
+departmentHeader = Heading("Headcount by department", "h2")
+departmentChart = PieChart(["Engineering", "Sales", "Product", "Customer Success", "Operations", "People"], [92, 58, 31, 38, 19, 10], "donut")
+separatorFour = Separator()
+interviewsHeader = Heading("Interviews scheduled this week", "h2")
+interviewsList = ListBlock([interviewOne, interviewTwo, interviewThree, interviewFour], "number")
+interviewOne = ListItem("Mon, Aug 18 · 10:00 AM", "Backend Engineer — Maya Chen · Technical interview")
+interviewTwo = ListItem("Tue, Aug 19 · 2:30 PM", "Account Executive — Jordan Williams · Hiring manager interview")
+interviewThree = ListItem("Wed, Aug 20 · 11:00 AM", "Senior Product Designer — Priya Shah · Portfolio review")
+interviewFour = ListItem("Thu, Aug 21 · 3:00 PM", "Data Analyst — Alex Morgan · Final interview")
+separatorFive = Separator()
+attritionHeader = Heading("Attrition over the past six months", "h2")
+attritionChart = LineChart(["Mar", "Apr", "May", "Jun", "Jul", "Aug"], [attritionSeries], "natural", "Month", "Departures")
+attritionSeries = Series("Voluntary departures", [4, 3, 5, 2, 4, 3])
+actions = Buttons([newRoleButton])
+newRoleButton = Button("Open a new role", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-hr__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r3.txt
new file mode 100644
index 000000000..a348a294e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r3.txt
@@ -0,0 +1,51 @@
+root = Card([header, overview, separatorOne, rolesHeader, rolesTable, pipelineHeader, pipelineChart, separatorTwo, hiringMetrics, departmentHeader, departmentChart, interviewsHeader, interviewsList, attritionHeader, attritionChart, createRole], "clear", "column", "l")
+header = CardHeader("Hiring overview", "Team capacity, recruiting pipeline, and workforce movement")
+overview = Card([headcountMetric, timeToHireMetric], "card", "row", "l", "stretch", "between")
+headcountMetric = Card([headcountLabel, headcountValue, headcountNote], "sunk", "column", "s")
+headcountLabel = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("248 employees", "large-heavy")
+headcountNote = TextContent("+12 since January", "small")
+timeToHireMetric = Card([timeToHireLabel, timeToHireValue, timeToHireNote], "sunk", "column", "s")
+timeToHireLabel = TextContent("Average time to hire", "small-heavy")
+timeToHireValue = TextContent("34 days", "large-heavy")
+timeToHireNote = TextContent("Down 4 days from last quarter", "small")
+separatorOne = Separator()
+rolesHeader = Heading("Open roles", "h2")
+rolesTable = Table([roleColumn, departmentColumn, locationColumn, statusColumn])
+roleColumn = Col("Role", ["Senior Product Designer", "Backend Engineer", "Sales Development Representative", "People Operations Partner"])
+departmentColumn = Col("Department", ["Product", "Engineering", "Sales", "People"])
+locationColumn = Col("Location", ["New York / Hybrid", "Remote", "Austin", "London / Hybrid"])
+statusColumn = Col("Status", ["Interviewing", "Sourcing", "Offer stage", "Sourcing"])
+pipelineHeader = Heading("Candidates by pipeline stage", "h2")
+pipelineChart = HorizontalBarChart(["Applied", "Screening", "Hiring manager", "Onsite", "Offer"], [pipelineSeries], "grouped", "Candidates", "Pipeline stage")
+pipelineSeries = Series("Candidates", [86, 42, 24, 13, 5])
+separatorTwo = Separator()
+hiringMetrics = Card([departmentSection, interviewsSection], "clear", "row", "l", "start", "stretch")
+departmentSection = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = Heading("Headcount by department", "h2")
+departmentChart = PieChart(["Engineering", "Sales", "Product", "Customer Success", "People & Finance"], [92, 58, 34, 41, 23], "donut")
+interviewsSection = Card([interviewsHeader, interviewsList], "card", "column", "m")
+interviewsHeader = Heading("Interviews this week", "h2")
+interviewsList = ListBlock([interviewOne, interviewTwo, interviewThree, interviewFour])
+interviewOne = ListItem("Mon, 10:00 AM — Senior Product Designer", "Maya Chen · Portfolio review")
+interviewTwo = ListItem("Tue, 2:30 PM — Backend Engineer", "Jordan Davis · Technical interview")
+interviewThree = ListItem("Wed, 11:00 AM — SDR", "Priya Shah · Hiring manager interview")
+interviewFour = ListItem("Thu, 3:00 PM — People Ops Partner", "Alex Morgan · Initial screen")
+attritionHeader = Heading("Attrition over the past six months", "h2")
+attritionChart = LineChart(["March", "April", "May", "June", "July", "August"], [attritionSeries], "natural", "Month", "Employees leaving")
+attritionSeries = Series("Voluntary attrition", [5, 4, 6, 3, 5, 2])
+createRole = DialogBlock("Open a new role", "Create a new role", "Add a requisition to begin hiring.", [newRoleForm], "default")
+newRoleForm = Form("new-role", newRoleButtons, [titleField, departmentField, locationField])
+titleField = FormControl("Role title", titleInput)
+titleInput = Input("role_title", "e.g. Senior Data Analyst")
+departmentField = FormControl("Department", departmentSelect)
+departmentSelect = Select("department", [engineeringOption, productOption, salesOption, peopleOption], "Select a department")
+engineeringOption = SelectItem("engineering", "Engineering")
+productOption = SelectItem("product", "Product")
+salesOption = SelectItem("sales", "Sales")
+peopleOption = SelectItem("people", "People")
+locationField = FormControl("Location", locationInput)
+locationInput = Input("location", "e.g. Remote")
+newRoleButtons = Buttons([createRoleButton, cancelRoleButton])
+createRoleButton = Button("Create role", null, "primary")
+cancelRoleButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-hr__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r4.txt
new file mode 100644
index 000000000..a76bffbb3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-hr__r4.txt
@@ -0,0 +1,44 @@
+root = Card([header, overview, rolesSection, pipelineSection, hiringMetrics, departmentSection, interviewsSection, attritionSection, actions], "clear", "column", "l")
+header = CardHeader("Hiring Overview", "Workforce and recruiting snapshot")
+overview = Card([headcountCard, timeToHireCard], "card", "row", "m", "stretch", "between")
+headcountCard = Card([headcountTitle, headcountValue, headcountNote], "sunk", "column", "s")
+headcountTitle = TextContent("Current headcount", "small-heavy")
+headcountValue = TextContent("248 employees", "large-heavy")
+headcountNote = TextContent("Up 12 from the start of the quarter", "small")
+timeToHireCard = Card([timeTitle, timeValue, timeNote], "sunk", "column", "s")
+timeTitle = TextContent("Average time to hire", "small-heavy")
+timeValue = TextContent("31 days", "large-heavy")
+timeNote = TextContent("Down 4 days versus last quarter", "small")
+rolesSection = Card([rolesHeader, rolesTable], "card", "column", "m")
+rolesHeader = CardHeader("Open roles", "7 active requisitions across the organization")
+rolesTable = Table([roleColumn, departmentColumn, statusColumn])
+roleColumn = Col("Role", ["Senior Product Designer", "Account Executive", "Data Analyst", "People Operations Manager", "Backend Engineer", "Customer Success Manager", "Marketing Specialist"])
+departmentColumn = Col("Department", ["Product", "Sales", "Data", "People", "Engineering", "Customer Success", "Marketing"])
+statusColumn = Col("Status", ["Interviewing", "Sourcing", "Interviewing", "Offer pending", "Sourcing", "Interviewing", "Sourcing"])
+pipelineSection = Card([pipelineHeader, pipelineChart], "card", "column", "m")
+pipelineHeader = CardHeader("Candidate pipeline", "Active candidates by stage")
+pipelineChart = BarChart(["Applied", "Screening", "Hiring manager", "Onsite", "Offer"], [pipelineSeries], "grouped", "Pipeline stage", "Candidates")
+pipelineSeries = Series("Candidates", [86, 42, 24, 13, 5])
+hiringMetrics = Card([interviewsCard, pipelineNote], "card", "row", "m", "stretch", "between")
+interviewsCard = Card([interviewsTitle, interviewsValue, interviewsDetail], "sunk", "column", "s")
+interviewsTitle = TextContent("Interviews this week", "small-heavy")
+interviewsValue = TextContent("18 scheduled", "large-heavy")
+interviewsDetail = TextContent("6 phone screens · 9 panels · 3 final rounds", "small")
+pipelineNote = Callout("info", "Recruiting focus", "Five candidates are currently at offer stage. Prioritize approvals for the People Operations Manager and Senior Product Designer roles.")
+departmentSection = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = CardHeader("Headcount by department", "Distribution of 248 employees")
+departmentChart = PieChart(["Engineering", "Sales", "Product", "Customer Success", "Marketing", "People", "Data"], [82, 61, 34, 29, 18, 14, 10], "donut")
+interviewsSection = Card([interviewHeader, interviewList], "card", "column", "m")
+interviewHeader = CardHeader("Scheduled interviews", "Upcoming interviews this week")
+interviewList = ListBlock([interviewOne, interviewTwo, interviewThree, interviewFour], "number")
+interviewOne = ListItem("Mon, 10:00 AM — Senior Product Designer", "Jordan Lee · Portfolio review with Product team")
+interviewTwo = ListItem("Tue, 2:30 PM — Backend Engineer", "Avery Patel · Technical panel with Engineering")
+interviewThree = ListItem("Wed, 11:00 AM — Account Executive", "Morgan Chen · Sales leadership interview")
+interviewFour = ListItem("Thu, 3:00 PM — People Operations Manager", "Taylor Brooks · Final round with HR leadership")
+attritionSection = Card([attritionHeader, attritionChart], "card", "column", "m")
+attritionHeader = CardHeader("Attrition trend", "Voluntary and involuntary departures over the past six months")
+attritionChart = LineChart(["March", "April", "May", "June", "July", "August"], [voluntarySeries, involuntarySeries], "natural", "Month", "Employees")
+voluntarySeries = Series("Voluntary", [3, 4, 2, 5, 3, 2])
+involuntarySeries = Series("Involuntary", [1, 2, 1, 1, 2, 1])
+actions = Buttons([newRoleButton])
+newRoleButton = Button("Open new role", null, "primary", "normal", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-learning__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r1.txt
new file mode 100644
index 000000000..b338e6a8e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r1.txt
@@ -0,0 +1,47 @@
+root = Card([header, cohortForm, kpiTable, engagementChart, enrollmentSection, riskSection, messageSection], "clear", "column", "l")
+header = CardHeader("Training analytics", "Monitor learner outcomes, engagement, and cohort health")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Metrics update for the selected learner group")
+cohortSelect = Select("cohort", [allCohorts, salesCohort, onboardingCohort, leadershipCohort], "All cohorts", null, "all", "medium")
+allCohorts = SelectItem("all", "All cohorts")
+salesCohort = SelectItem("sales-q3", "Sales onboarding — Q3")
+onboardingCohort = SelectItem("new-hires", "New hires — August")
+leadershipCohort = SelectItem("leadership", "Leadership development")
+cohortButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort", null, "primary")
+kpiTable = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("Metric", ["Active learners this week", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Current", ["1,248", "76%", "84%"])
+changeColumn = Col("vs. prior week", ["+8.4%", "+3.1 pts", "+1.8 pts"])
+engagementChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "This week"], [engagedLearners, completedLessons], "natural", "Week", "Learners")
+engagedLearners = Series("Active learners", [980, 1045, 1090, 1128, 1175, 1142, 1206, 1248])
+completedLessons = Series("Lessons completed", [710, 785, 842, 901, 938, 916, 972, 1018])
+enrollmentSection = SectionBlock([enrollmentItem])
+enrollmentItem = SectionItem("enrollment-rankings", "Courses ranked by enrollment", [enrollmentTable])
+enrollmentTable = Table([rankColumn, courseColumn, enrolledColumn, completionColumn])
+rankColumn = Col("Rank", [1, 2, 3, 4, 5], "number")
+courseColumn = Col("Course", ["Product Foundations", "Consultative Selling", "Security Essentials", "Manager Fundamentals", "Customer Success Playbook"])
+enrolledColumn = Col("Enrolled", [486, 412, 389, 276, 231], "number")
+completionColumn = Col("Completion", ["82%", "74%", "91%", "68%", "71%"])
+riskSection = SectionBlock([riskItem])
+riskItem = SectionItem("at-risk-learners", "Learners at risk of dropping out", [riskAlert, riskTable])
+riskAlert = Alert("42 learners need attention", "These learners have low recent activity or are behind their assigned learning schedule.", "warning")
+riskTable = Table([learnerColumn, cohortColumn, lastActiveColumn, riskReasonColumn])
+learnerColumn = Col("Learner", ["Maya Chen", "Jordan Patel", "Eli Rodriguez", "Samira Khan", "Noah Williams"])
+cohortColumn = Col("Cohort", ["Sales onboarding — Q3", "New hires — August", "Sales onboarding — Q3", "Leadership development", "New hires — August"])
+lastActiveColumn = Col("Last active", ["12 days ago", "10 days ago", "9 days ago", "8 days ago", "7 days ago"])
+riskReasonColumn = Col("Risk signal", ["2 overdue modules", "Quiz score below 60%", "No activity this week", "Behind pace by 3 weeks", "Incomplete required course"])
+messageSection = SectionBlock([messageItem])
+messageItem = SectionItem("cohort-message", "Message a cohort", [messageForm])
+messageForm = Form("cohort-message-form", messageButtons, [messageCohortField, messageBodyField])
+messageCohortField = FormControl("Recipients", messageCohortSelect)
+messageCohortSelect = Select("message_cohort", [messageAllCohorts, messageSalesCohort, messageOnboardingCohort, messageLeadershipCohort], "Choose a cohort")
+messageAllCohorts = SelectItem("all", "All cohorts")
+messageSalesCohort = SelectItem("sales-q3", "Sales onboarding — Q3")
+messageOnboardingCohort = SelectItem("new-hires", "New hires — August")
+messageLeadershipCohort = SelectItem("leadership", "Leadership development")
+messageBodyField = FormControl("Message", messageBodyInput, "Send a reminder, encouragement, or deadline update")
+messageBodyInput = TextArea("message", "Write a message to this cohort...", 4)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-learning__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r2.txt
new file mode 100644
index 000000000..a226b25f7
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r2.txt
@@ -0,0 +1,40 @@
+root = Card([header, cohortForm, kpiTable, engagementChart, enrollmentTable, riskSection, messageDialog], "clear", "column", "l")
+header = CardHeader("Training analytics", "Monitor learner progress, engagement, and retention across your programs")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all metrics to a single learner cohort")
+cohortSelect = Select("cohort", [allCohorts, onboardingCohort, leadershipCohort, salesCohort], "All cohorts", null, "all")
+allCohorts = SelectItem("all", "All cohorts")
+onboardingCohort = SelectItem("onboarding-aug", "August onboarding")
+leadershipCohort = SelectItem("leadership-q3", "Leadership development — Q3")
+salesCohort = SelectItem("sales-enablement", "Sales enablement")
+cohortButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort", null, "primary")
+kpiTable = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("This week", ["Active learners", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Value", ["1,248", "76.4%", "84.7%"], "number")
+changeColumn = Col("vs. last week", ["+8.2%", "+3.1 pts", "+1.9 pts"])
+engagementChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [activeSeries, completionSeries], "natural", "Week", "Learners / completion rate")
+activeSeries = Series("Active learners", [1018, 1086, 1124, 1098, 1162, 1196, 1154, 1248])
+completionSeries = Series("Completion rate (%)", [68.1, 69.4, 70.2, 71.8, 72.6, 74.1, 73.3, 76.4])
+enrollmentTable = Table([courseRankColumn, courseColumn, enrollmentColumn, completionColumn])
+courseRankColumn = Col("Rank", [1, 2, 3, 4, 5], "number")
+courseColumn = Col("Course", ["Foundations of Product Management", "Security Awareness 2026", "Consultative Selling", "New Manager Essentials", "Data Literacy Fundamentals"])
+enrollmentColumn = Col("Enrolled", [842, 716, 604, 489, 421], "number")
+completionColumn = Col("Completion", ["81%", "92%", "74%", "69%", "77%"])
+riskSection = SectionBlock([riskItem])
+riskItem = SectionItem("at-risk-learners", "Learners at risk of dropping out", [riskCallout, riskTable])
+riskCallout = Callout("warning", "37 learners need attention", "These learners have not completed a lesson or activity in the past 10 days.")
+riskTable = Table([learnerColumn, cohortColumn, lastActiveColumn, progressColumn])
+learnerColumn = Col("Learner", ["Maya Chen", "Jordan Williams", "Priya Nair", "Ethan Brooks", "Sofia Martinez"])
+cohortColumn = Col("Cohort", ["August onboarding", "Sales enablement", "Leadership development — Q3", "August onboarding", "Sales enablement"])
+lastActiveColumn = Col("Last active", ["14 days ago", "13 days ago", "12 days ago", "11 days ago", "10 days ago"])
+progressColumn = Col("Course progress", ["24%", "41%", "18%", "36%", "29%"])
+messageDialog = DialogBlock("Message a cohort", "Send a cohort message", "Compose an update, reminder, or encouragement for the selected cohort.", [messageForm], "secondary")
+messageForm = Form("cohort-message", messageButtons, [messageSubjectField, messageBodyField])
+messageSubjectField = FormControl("Subject", messageSubject)
+messageSubject = Input("subject", "Keep your learning momentum going")
+messageBodyField = FormControl("Message", messageBody)
+messageBody = TextArea("message", "Hi team,\n\nYou are making great progress. Please complete your next lesson this week to stay on track.", 5)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-learning__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r3.txt
new file mode 100644
index 000000000..e75df49e5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r3.txt
@@ -0,0 +1,36 @@
+root = Card([header, cohortForm, kpis, enrollmentHeading, enrollmentChart, engagementHeading, engagementChart, riskHeading, riskTable, messagePanel], "clear", "column", "l")
+header = CardHeader("Learning analytics", "Monitor learner progress, engagement, and retention")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Filter all metrics to a single learner cohort")
+cohortSelect = Select("cohort", [allCohorts, newManagers, salesOnboarding, dataAcademy], "All cohorts", null, "all")
+allCohorts = SelectItem("all", "All cohorts")
+newManagers = SelectItem("managers-q3", "New Managers — Q3")
+salesOnboarding = SelectItem("sales-q3", "Sales Onboarding — Q3")
+dataAcademy = SelectItem("data-q3", "Data Academy — Q3")
+cohortButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort", null, "secondary")
+kpis = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("This week", ["Active learners", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Value", ["1,248", "76%", "84.6%"])
+changeColumn = Col("Change", ["+8.4%", "+3.1 pts", "+1.8 pts"])
+enrollmentHeading = Heading("Courses ranked by enrollment", "h2")
+enrollmentChart = HorizontalBarChart(["Leadership Essentials", "Product Foundations", "Data Literacy", "Customer Discovery", "Security Awareness"], [enrollmentSeries], "grouped", "Enrollments", "Course")
+enrollmentSeries = Series("Enrolled learners", [842, 716, 634, 488, 391])
+engagementHeading = Heading("Engagement over the past eight weeks", "h2")
+engagementChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8"], [engagementSeries], "natural", "Week", "Active learners")
+engagementSeries = Series("Active learners", [982, 1046, 1098, 1072, 1141, 1186, 1152, 1248])
+riskHeading = Heading("Learners at risk of dropping out", "h2")
+riskTable = Table([learnerColumn, courseColumn, activityColumn, riskColumn])
+learnerColumn = Col("Learner", ["Maya Chen", "Jordan Williams", "Priya Nair", "Ethan Brooks"])
+courseColumn = Col("Course", ["Data Literacy", "Leadership Essentials", "Product Foundations", "Customer Discovery"])
+activityColumn = Col("Last activity", ["12 days ago", "10 days ago", "9 days ago", "8 days ago"])
+riskColumn = Col("Risk level", ["High", "High", "Medium", "Medium"])
+messagePanel = DialogBlock("Message a cohort", "Send cohort message", "Share an update, reminder, or encouragement with learners in the selected cohort.", [messageForm], "secondary")
+messageForm = Form("cohort-message", sendButtons, [subjectField, messageField])
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Weekly learning reminder")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message", "Hi team, you are making great progress. Please complete your next lesson this week.", 4)
+sendButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-learning__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r4.txt
new file mode 100644
index 000000000..c510d88e3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-learning__r4.txt
@@ -0,0 +1,51 @@
+root = Card([header, cohortForm, kpis, enrollmentSection, riskSection, engagementSection, messageDialog], "clear", "column", "l")
+header = CardHeader("Learning analytics", "Monitor learner health, course demand, and cohort engagement")
+cohortForm = Form("cohort-filter", cohortButtons, [cohortField])
+cohortField = FormControl("Cohort", cohortSelect, "Narrow all metrics to a single learner cohort")
+cohortSelect = Select("cohort", [allCohorts, springCohort, salesCohort, newHireCohort], "All cohorts", null, "all")
+allCohorts = SelectItem("all", "All cohorts")
+springCohort = SelectItem("spring-2026", "Spring 2026 onboarding")
+salesCohort = SelectItem("sales-enablement", "Sales enablement")
+newHireCohort = SelectItem("new-hires", "New hires")
+cohortButtons = Buttons([applyFilter])
+applyFilter = Button("Apply cohort", null, "primary")
+kpis = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("This week", ["Active learners", "Course completion rate", "Average quiz score"])
+valueColumn = Col("Value", ["1,248", "78.4%", "84.6%"], "string")
+changeColumn = Col("Change", ["+9.2% vs. last week", "+3.1 pts vs. last week", "+1.8 pts vs. last week"])
+enrollmentSection = Card([enrollmentHeader, enrollmentChart, enrollmentTable], "card", "column", "m")
+enrollmentHeader = CardHeader("Courses ranked by enrollment", "Current active enrollments across selected cohort")
+enrollmentChart = HorizontalBarChart(["Customer Discovery", "Product Foundations", "Manager Essentials", "Data Literacy", "Security Awareness"], [enrollmentSeries], "grouped", "Active enrollments", "Course")
+enrollmentSeries = Series("Enrollments", [486, 421, 356, 298, 244])
+enrollmentTable = Table([rankColumn, courseColumn, enrolledColumn, completionColumn])
+rankColumn = Col("Rank", [1, 2, 3, 4, 5], "number")
+courseColumn = Col("Course", ["Customer Discovery", "Product Foundations", "Manager Essentials", "Data Literacy", "Security Awareness"])
+enrolledColumn = Col("Enrolled", [486, 421, 356, 298, 244], "number")
+completionColumn = Col("Completion", ["81%", "76%", "73%", "69%", "91%"])
+riskSection = Card([riskHeader, riskAlert, riskList], "card", "column", "m")
+riskHeader = CardHeader("Learners at risk of dropping out", "Prioritized by inactivity, missed deadlines, and low assessment performance")
+riskAlert = Alert("62 learners need attention", "These learners have not engaged in 10+ days or are behind on required course milestones.", "warning")
+riskList = ListBlock([riskLearnerOne, riskLearnerTwo, riskLearnerThree, riskLearnerFour], "number")
+riskLearnerOne = ListItem("Maya Chen", "14 days inactive · 38% course progress · Quiz average 61%", null, "View learner")
+riskLearnerTwo = ListItem("Jordan Williams", "11 days inactive · 42% course progress · 2 overdue activities", null, "View learner")
+riskLearnerThree = ListItem("Priya Nair", "9 days inactive · 27% course progress · Quiz average 58%", null, "View learner")
+riskLearnerFour = ListItem("Ethan Brooks", "8 days inactive · 49% course progress · 1 overdue activity", null, "View learner")
+engagementSection = Card([engagementHeader, engagementChart], "card", "column", "m")
+engagementHeader = CardHeader("Engagement over the past eight weeks", "Weekly active learners and completed learning activities")
+engagementChart = LineChart(["Jun 29", "Jul 6", "Jul 13", "Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [activeLearnerSeries, activitySeries], "natural", "Week", "Count")
+activeLearnerSeries = Series("Active learners", [982, 1018, 1064, 1093, 1128, 1164, 1207, 1248])
+activitySeries = Series("Completed activities", [1840, 1965, 2118, 2234, 2371, 2498, 2630, 2784])
+messageDialog = DialogBlock("Message a cohort", "Send cohort message", "Reach learners in a selected cohort with an announcement or reminder.", [messageForm], "secondary")
+messageForm = Form("cohort-message", messageButtons, [messageCohortField, subjectField, messageField])
+messageCohortField = FormControl("Recipients", messageCohortSelect)
+messageCohortSelect = Select("message_cohort", [messageSpring, messageSales, messageNewHire], "Choose a cohort")
+messageSpring = SelectItem("spring-2026", "Spring 2026 onboarding · 312 learners")
+messageSales = SelectItem("sales-enablement", "Sales enablement · 184 learners")
+messageNewHire = SelectItem("new-hires", "New hires · 96 learners")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Weekly learning reminder")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message", "Share an update, encouragement, or deadline reminder with this cohort.", 4)
+messageButtons = Buttons([sendMessage, saveDraft])
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r1.txt
new file mode 100644
index 000000000..11b258931
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r1.txt
@@ -0,0 +1,44 @@
+root = Card([header, dateControl, summary, visitorsSection, conversionSection, sourcesSection, campaignsSection, bestCampaign, subscriberSection, exportActions], "clear", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot for the last 30 days")
+dateControl = Form("date-range", dateButtons, [dateRangeField])
+dateRangeField = FormControl("Reporting period", dateRangePicker, "Adjust the dashboard date range")
+dateRangePicker = DatePicker("reporting_period", "range", null, ["2026-07-20", "2026-08-18"])
+dateButtons = Buttons([applyDatesButton])
+applyDatesButton = Button("Apply date range", null, "secondary")
+summary = Card([conversionKpi, subscribersKpi], "sunk", "row", "m", "stretch", "between")
+conversionKpi = Card([conversionTitle, conversionValue, conversionNote], "clear", "column", "xs")
+conversionTitle = TextContent("Conversion rate", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+conversionNote = TextContent("Up 0.6 percentage points from the prior 30 days", "small")
+subscribersKpi = Card([subscriberTitle, subscriberValue, subscriberNote], "clear", "column", "xs")
+subscriberTitle = TextContent("New email subscribers", "small-heavy")
+subscriberValue = TextContent("1,284", "large-heavy")
+subscriberNote = TextContent("18.4% growth this month", "small")
+visitorsSection = Card([visitorsHeader, visitorsChart], "card", "column", "m")
+visitorsHeader = Heading("Site visitors — last 30 days", "h2")
+visitorsChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Visitors", [4820, 5160, 4980, 5740, 6210, 6030, 6890, 7120, 7480, 7910, 8240])
+conversionSection = Callout("success", "Conversion performance is strong", "The current 4.8% conversion rate is above the 4.2% target for this period.")
+sourcesSection = Card([sourcesHeader, sourcesChart, sourcesTable], "card", "column", "m")
+sourcesHeader = Heading("Top traffic sources", "h2")
+sourcesChart = PieChart(["Organic Search", "Paid Search", "Email", "Social", "Referral"], [42, 24, 16, 11, 7], "donut")
+sourcesTable = Table([sourceName, sourceShare, sourceVisitors])
+sourceName = Col("Source", ["Organic Search", "Paid Search", "Email", "Social", "Referral"])
+sourceShare = Col("Share", ["42%", "24%", "16%", "11%", "7%"])
+sourceVisitors = Col("Visitors", [18420, 10510, 7015, 4820, 3070], "number")
+campaignsSection = Card([campaignsHeader, campaignsTable], "card", "column", "m")
+campaignsHeader = Heading("Running campaigns", "h2")
+campaignsTable = Table([campaignName, campaignChannel, campaignSpend, campaignConversions, campaignStatus])
+campaignName = Col("Campaign", ["Summer Product Launch", "Retargeting Always-On", "Newsletter Welcome Series", "LinkedIn Lead Generation", "Partner Webinar"])
+campaignChannel = Col("Channel", ["Paid Search", "Display", "Email", "LinkedIn", "Partner"])
+campaignSpend = Col("Spend", ["$8,420", "$5,760", "$1,180", "$3,940", "$2,250"])
+campaignConversions = Col("Conversions", [486, 212, 338, 146, 89], "number")
+campaignStatus = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+bestCampaign = Callout("success", "Best performing campaign: Summer Product Launch", "Generated 486 conversions on $8,420 spend, delivering the strongest conversion volume and an estimated 5.8% conversion rate.")
+subscriberSection = Card([subscriberHeader, subscriberChart, subscriberProgress], "card", "column", "m")
+subscriberHeader = Heading("Email subscriber growth this month", "h2")
+subscriberChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subscriberSeries], "grouped", "Week", "New subscribers")
+subscriberSeries = Series("New subscribers", [244, 286, 341, 413])
+subscriberProgress = Progress(86, "1,284 of 1,500 monthly subscriber goal")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r2.txt
new file mode 100644
index 000000000..17a567c1e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r2.txt
@@ -0,0 +1,35 @@
+root = Card([header, controls, summary, visitorsChart, sourcesSection, campaignsSection, subscriberChart, exportActions], "clear", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance overview for the last 30 days")
+controls = Card([dateField, bestCampaign], "card", "row", "m", "start", "between", true)
+dateField = FormControl("Reporting period", datePicker)
+datePicker = DatePicker("reporting_period", "range", null, ["2026-07-20", "2026-08-18"])
+bestCampaign = Callout("success", "Best performing campaign: Summer Launch", "Generated 482 conversions at a 6.8% conversion rate with $9,240 in spend.")
+summary = Card([conversionKpi, subscriberKpi], "card", "row", "l", "stretch", "between", true)
+conversionKpi = Card([conversionTitle, conversionValue, conversionDetail], "sunk", "column", "xs")
+conversionTitle = TextContent("Conversion rate", "small-heavy")
+conversionValue = TextContent("4.7%", "large-heavy")
+conversionDetail = TextContent("Up 0.6 percentage points from the previous period", "small")
+subscriberKpi = Card([subscriberTitle, subscriberValue, subscriberDetail], "sunk", "column", "xs")
+subscriberTitle = TextContent("New email subscribers", "small-heavy")
+subscriberValue = TextContent("1,284", "large-heavy")
+subscriberDetail = TextContent("18.4% growth this month", "small")
+visitorsChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Site visitors", [8420, 9150, 8870, 10320, 11140, 10890, 12450, 11980, 13220, 14110, 14860])
+sourcesSection = Card([sourcesHeader, sourcesChart, sourcesTable], "card", "column", "m")
+sourcesHeader = Heading("Top traffic sources", "h2")
+sourcesChart = PieChart(["Organic search", "Paid search", "Direct", "Social", "Referral"], [38, 24, 18, 12, 8], "donut")
+sourcesTable = Table([sourceName, sourceShare, sourceVisitors])
+sourceName = Col("Source", ["Organic search", "Paid search", "Direct", "Social", "Referral"])
+sourceShare = Col("Share", ["38%", "24%", "18%", "12%", "8%"])
+sourceVisitors = Col("Visitors", ["18,942", "11,965", "8,973", "5,982", "3,988"], "number")
+campaignsSection = Card([campaignsHeader, campaignsTable], "card", "column", "m")
+campaignsHeader = Heading("Running campaigns", "h2")
+campaignsTable = Table([campaignName, campaignStatus, campaignSpend, campaignConversions])
+campaignName = Col("Campaign", ["Summer Launch", "Retargeting Always On", "Product Webinar", "LinkedIn Lead Gen", "Newsletter Acquisition"])
+campaignStatus = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+campaignSpend = Col("Spend", ["$9,240", "$6,780", "$4,350", "$3,920", "$2,610"], "number")
+campaignConversions = Col("Conversions", [482, 286, 174, 133, 97], "number")
+subscriberChart = AreaChart(["Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [subscriberSeries], "natural", "Date", "Total subscribers")
+subscriberSeries = Series("Email subscribers", [18420, 18610, 18885, 19140, 19380, 19592, 19704])
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r3.txt
new file mode 100644
index 000000000..da8fcb409
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r3.txt
@@ -0,0 +1,32 @@
+root = Card([header, dateForm, overview, visitorChart, trafficSection, campaignSection, subscriberSection, exportActions], "card", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot for the last 30 days")
+dateForm = Form("date-range", dateButtons, [dateRangeField])
+dateRangeField = FormControl("Reporting period", dateRangePicker, "Adjust the dates used across this dashboard")
+dateRangePicker = DatePicker("reporting_range", "range", null, ["2026-07-20", "2026-08-18"])
+dateButtons = Buttons([applyDatesButton])
+applyDatesButton = Button("Apply date range", null, "secondary")
+overview = Card([conversionHeader, conversionRate, bestCampaign], "sunk", "column", "s")
+conversionHeader = Heading("Conversion performance", "h2")
+conversionRate = Progress(4.8, "Website conversion rate: 4.8%")
+bestCampaign = Callout("success", "Best performing campaign: Summer Product Launch", "Generated 428 conversions at a 6.7% conversion rate with $18,400 in attributed revenue.")
+visitorChart = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Site visitors", [1840, 2010, 1950, 2240, 2380, 2510, 2430, 2790, 2910, 3120, 3280])
+trafficSection = Card([trafficHeader, trafficChart, trafficTable], "clear", "column", "m")
+trafficHeader = Heading("Top traffic sources", "h2")
+trafficChart = PieChart(["Organic Search", "Paid Search", "Email", "Social", "Referral"], [42, 24, 16, 11, 7], "donut")
+trafficTable = Table([sourceColumn, shareColumn])
+sourceColumn = Col("Source", ["Organic Search", "Paid Search", "Email", "Social", "Referral"])
+shareColumn = Col("Share", ["42%", "24%", "16%", "11%", "7%"])
+campaignSection = Card([campaignHeader, campaignTable], "clear", "column", "m")
+campaignHeader = Heading("Running campaigns", "h2")
+campaignTable = Table([campaignNameColumn, campaignStatusColumn, campaignSpendColumn])
+campaignNameColumn = Col("Campaign", ["Summer Product Launch", "Retargeting Always-On", "Q3 Webinar Series", "Back-to-School Email", "Brand Awareness Video"])
+campaignStatusColumn = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+campaignSpendColumn = Col("Spend", ["$6,820", "$4,250", "$2,980", "$1,640", "$3,410"])
+subscriberSection = Card([subscriberHeader, subscriberGrowth, subscriberNote], "sunk", "column", "s")
+subscriberHeader = Heading("Email subscriber growth", "h2")
+subscriberGrowth = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [subscriberSeries], "grouped", "This month", "New subscribers")
+subscriberSeries = Series("New subscribers", [184, 231, 276, 318])
+subscriberNote = TextContent("1,009 new subscribers this month, up 18% from last month.", "large-heavy")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r4.txt
new file mode 100644
index 000000000..9aa161fb3
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-marketing__r4.txt
@@ -0,0 +1,48 @@
+root = Card([header, controls, overview, visitorSection, conversionSection, sourceSection, campaignSection, subscriberSection, exportActions], "clear", "column", "l")
+header = CardHeader("Weekly Marketing Dashboard", "Performance snapshot for the last 30 days")
+controls = Card([dateControl, rangeHint], "card", "row", "m", "end", "between")
+dateControl = CalendarBlock("range", "2026-08", 1, "dropdown")
+rangeHint = TextContent("Reporting range: Jul 20–Aug 18, 2026", "small-heavy")
+overview = Card([visitorKpi, conversionKpi, subscriberKpi], "clear", "row", "m", "stretch", "between", true)
+visitorKpi = Card([visitorLabel, visitorValue, visitorChange], "card", "column", "s")
+visitorLabel = TextContent("Site visitors", "small-heavy")
+visitorValue = TextContent("84,260", "large-heavy")
+visitorChange = Badge("+12.4% vs. previous 30 days", "secondary")
+conversionKpi = Card([conversionLabel, conversionValue, conversionChange], "card", "column", "s")
+conversionLabel = TextContent("Conversion rate", "small-heavy")
+conversionValue = TextContent("4.8%", "large-heavy")
+conversionChange = Badge("+0.6 pts vs. previous period", "secondary")
+subscriberKpi = Card([subscriberLabel, subscriberValue, subscriberChange], "card", "column", "s")
+subscriberLabel = TextContent("Email subscribers this month", "small-heavy")
+subscriberValue = TextContent("+1,842", "large-heavy")
+subscriberChange = Badge("18,420 total subscribers", "outline")
+visitorSection = Card([visitorHeader, visitorTrend], "card", "column", "m")
+visitorHeader = Heading("Site visitors — last 30 days", "h2")
+visitorTrend = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [visitorSeries], "natural", "Date", "Visitors")
+visitorSeries = Series("Visitors", [2140, 2380, 2510, 2760, 2630, 2890, 3010, 3190, 2940, 3360, 3520])
+conversionSection = Card([conversionHeader, conversionProgress, conversionNote], "card", "column", "m")
+conversionHeader = Heading("Conversion rate", "h2")
+conversionProgress = Progress(4.8, "4.8% of visitors completed a conversion")
+conversionNote = TextContent("Goal: 5.0%. You are 0.2 percentage points away from the monthly target.", "small")
+sourceSection = Card([sourceHeader, sourceChart, sourceTable], "card", "column", "m")
+sourceHeader = Heading("Top traffic sources", "h2")
+sourceChart = PieChart(["Organic Search", "Paid Search", "Email", "Social", "Referral"], [38, 24, 16, 13, 9], "donut")
+sourceTable = Table([sourceName, sourceShare, sourceVisitors])
+sourceName = Col("Source", ["Organic Search", "Paid Search", "Email", "Social", "Referral"])
+sourceShare = Col("Share", ["38%", "24%", "16%", "13%", "9%"])
+sourceVisitors = Col("Visitors", [32019, 20222, 13482, 10954, 7583], "number")
+campaignSection = Card([campaignHeader, bestCampaign, campaignTable], "card", "column", "m")
+campaignHeader = Heading("Running campaigns", "h2")
+bestCampaign = Callout("success", "Best performing campaign: Summer Product Launch", "Generated 426 conversions at a 6.9% conversion rate with $8,400 in spend.")
+campaignTable = Table([campaignName, campaignStatus, campaignSpend, campaignConversions, campaignRate])
+campaignName = Col("Campaign", ["Summer Product Launch", "Search — Brand Terms", "Newsletter: August Offer", "Retargeting — Cart Abandoners", "LinkedIn Lead Generation"])
+campaignStatus = Col("Status", ["Active", "Active", "Active", "Active", "Active"])
+campaignSpend = Col("Spend", ["$8,400", "$6,250", "$2,100", "$3,780", "$4,600"])
+campaignConversions = Col("Conversions", [426, 318, 174, 201, 156], "number")
+campaignRate = Col("Conv. rate", ["6.9%", "5.8%", "5.3%", "4.9%", "3.7%"])
+subscriberSection = Card([subscriberHeader, subscriberTrend], "card", "column", "m")
+subscriberHeader = Heading("Email subscriber growth — August", "h2")
+subscriberTrend = AreaChart(["Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16", "Aug 18"], [subscriberSeries], "natural", "Date", "New subscribers")
+subscriberSeries = Series("New subscribers", [126, 184, 231, 268, 314, 356, 363])
+exportActions = Buttons([exportButton])
+exportButton = Button("Export report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-orders__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r1.txt
new file mode 100644
index 000000000..29a5876ad
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r1.txt
@@ -0,0 +1,48 @@
+root = Card([header, metrics, filters, recentOrders, refundRate, orderVolume, fulfillmentActions], "clear", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monitor today's sales, manage recent orders, and keep fulfillment moving")
+metrics = Card([ordersToday, revenueToday, averageOrderValue], "clear", "row", "m", "stretch", "between", true)
+ordersToday = Card([ordersTodayLabel, ordersTodayValue], "card", "column", "xs")
+ordersTodayLabel = TextContent("Orders placed today", "small-heavy")
+ordersTodayValue = TextContent("128", "large-heavy")
+revenueToday = Card([revenueTodayLabel, revenueTodayValue], "card", "column", "xs")
+revenueTodayLabel = TextContent("Revenue today", "small-heavy")
+revenueTodayValue = TextContent("$14,862.40", "large-heavy")
+averageOrderValue = Card([averageOrderValueLabel, averageOrderValueValue], "card", "column", "xs")
+averageOrderValueLabel = TextContent("Average order value", "small-heavy")
+averageOrderValueValue = TextContent("$116.11", "large-heavy")
+filters = Form("order-filters", filterButtons, [customerSearchField, statusFilterField])
+customerSearchField = FormControl("Search by customer name", customerSearchInput, "Find orders by customer")
+customerSearchInput = Input("customer_search", "Search customers")
+statusFilterField = FormControl("Order status", statusFilterSelect, "Narrow the order list by current status")
+statusFilterSelect = Select("status", [allStatus, pendingStatus, processingStatus, fulfilledStatus, refundedStatus], "All statuses")
+allStatus = SelectItem("all", "All statuses")
+pendingStatus = SelectItem("pending", "Pending")
+processingStatus = SelectItem("processing", "Processing")
+fulfilledStatus = SelectItem("fulfilled", "Fulfilled")
+refundedStatus = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([applyFiltersButton, clearFiltersButton])
+applyFiltersButton = Button("Apply filters", null, "primary")
+clearFiltersButton = Button("Clear", null, "tertiary")
+recentOrders = Card([recentOrdersHeading, recentOrdersTable], "card", "column", "m")
+recentOrdersHeading = Heading("Recent orders", "h2")
+recentOrdersTable = Table([orderIdColumn, customerColumn, totalColumn, statusColumn, fulfillColumn])
+orderIdColumn = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+customerColumn = Col("Customer", ["Maya Chen", "Jordan Williams", "Priya Shah", "Ethan Brooks", "Sofia Martinez"])
+totalColumn = Col("Total", ["$184.00", "$72.50", "$249.99", "$58.00", "$129.25"])
+statusColumn = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Pending"])
+fulfillColumn = Col("Fulfillment", ["Mark fulfilled", "Mark fulfilled", "Already fulfilled", "Mark fulfilled", "Mark fulfilled"], "action")
+refundRate = Card([refundRateHeading, refundRateValue, refundRateProgress], "card", "column", "s")
+refundRateHeading = Heading("Refund rate this month", "h2")
+refundRateValue = TextContent("2.4% of completed orders were refunded", "default")
+refundRateProgress = Progress(2.4, "Refund rate")
+orderVolume = Card([orderVolumeHeading, orderVolumeChart], "card", "column", "m")
+orderVolumeHeading = Heading("Order volume across the past four weeks", "h2")
+orderVolumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [orderVolumeSeries], "grouped", "Week", "Orders")
+orderVolumeSeries = Series("Orders", [612, 684, 731, 798])
+fulfillmentActions = Card([fulfillmentHeading, fulfillmentText, fulfillmentButtons], "card", "column", "s")
+fulfillmentHeading = Heading("Fulfillment actions", "h2")
+fulfillmentText = TextContent("Select an order from the recent orders list, then update its shipping status.")
+fulfillmentButtons = Buttons([mark10482Fulfilled, mark10481Fulfilled, mark10479Fulfilled])
+mark10482Fulfilled = Button("Mark #10482 fulfilled", null, "primary")
+mark10481Fulfilled = Button("Mark #10481 fulfilled", null, "secondary")
+mark10479Fulfilled = Button("Mark #10479 fulfilled", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-orders__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r2.txt
new file mode 100644
index 000000000..ed9a1d71f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r2.txt
@@ -0,0 +1,42 @@
+root = Card([header, kpis, filters, recentHeader, ordersTable, fulfillmentActions, refundStatus, volumeHeader, volumeChart], "clear", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Live order performance and fulfillment workflow")
+kpis = Card([ordersToday, revenueToday, averageOrderValue], "card", "row", "m", "stretch", "between")
+ordersToday = Card([ordersTodayLabel, ordersTodayValue], "sunk", "column", "xs")
+ordersTodayLabel = TextContent("Orders placed today", "small")
+ordersTodayValue = TextContent("128", "large-heavy")
+revenueToday = Card([revenueTodayLabel, revenueTodayValue], "sunk", "column", "xs")
+revenueTodayLabel = TextContent("Revenue today", "small")
+revenueTodayValue = TextContent("$14,862.40", "large-heavy")
+averageOrderValue = Card([aovLabel, aovValue], "sunk", "column", "xs")
+aovLabel = TextContent("Average order value", "small")
+aovValue = TextContent("$116.11", "large-heavy")
+filters = Form("order-filters", filterButtons, [customerSearchField, statusField])
+customerSearchField = FormControl("Search by customer", customerSearchInput, "Find recent orders by customer name")
+customerSearchInput = Input("customer_search", "e.g. Maya Chen")
+statusField = FormControl("Order status", statusSelect)
+statusSelect = Select("order_status", [allStatus, pendingStatus, processingStatus, fulfilledStatus, refundedStatus], "All statuses", null, "all")
+allStatus = SelectItem("all", "All statuses")
+pendingStatus = SelectItem("pending", "Pending")
+processingStatus = SelectItem("processing", "Processing")
+fulfilledStatus = SelectItem("fulfilled", "Fulfilled")
+refundedStatus = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([applyFiltersButton, clearFiltersButton])
+applyFiltersButton = Button("Apply filters", null, "primary")
+clearFiltersButton = Button("Clear", null, "tertiary")
+recentHeader = Heading("Recent orders", "h2")
+ordersTable = Table([orderIdCol, customerCol, totalCol, statusCol])
+orderIdCol = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+customerCol = Col("Customer", ["Maya Chen", "Jordan Ellis", "Priya Shah", "Noah Williams", "Elena Garcia"])
+totalCol = Col("Total", ["$184.00", "$72.50", "$249.99", "$58.00", "$126.40"])
+statusCol = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Refunded"])
+fulfillmentActions = Card([fulfillmentText, fulfillmentButtons], "sunk", "column", "s")
+fulfillmentText = TextContent("Select an order in your workflow, then update its fulfillment status.", "default")
+fulfillmentButtons = Buttons([markFulfilledButton])
+markFulfilledButton = Button("Mark selected order fulfilled", null, "primary")
+refundStatus = Card([refundHeader, refundProgress, refundDetail], "card", "column", "s")
+refundHeader = Heading("Refund rate this month", "h3")
+refundProgress = Progress(2.8, "2.8% refunded")
+refundDetail = TextContent("18 refunds from 643 completed orders this month.", "small")
+volumeHeader = Heading("Order volume — past four weeks", "h2")
+volumeChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [orderVolumeSeries], "grouped", "Week", "Orders")
+orderVolumeSeries = Series("Orders", [712, 768, 805, 846])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-orders__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r3.txt
new file mode 100644
index 000000000..86f1a3572
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r3.txt
@@ -0,0 +1,38 @@
+root = Card([header, metrics, filters, recentOrders, refundCallout, volumeChart, fulfillmentActions], "clear", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monitor today's performance and manage incoming orders")
+metrics = Table([metricName, metricValue])
+metricName = Col("Today", ["Orders placed", "Revenue", "Average order value"])
+metricValue = Col("Value", ["128", "$14,862.40", "$116.11"])
+filters = Form("order-filters", filterButtons, [statusField, customerField])
+statusField = FormControl("Order status", statusSelect, "Narrow the recent-order list by fulfillment status")
+statusSelect = Select("status", [allStatus, pendingStatus, processingStatus, fulfilledStatus, refundedStatus], "All statuses")
+allStatus = SelectItem("all", "All statuses")
+pendingStatus = SelectItem("pending", "Pending")
+processingStatus = SelectItem("processing", "Processing")
+fulfilledStatus = SelectItem("fulfilled", "Fulfilled")
+refundedStatus = SelectItem("refunded", "Refunded")
+customerField = FormControl("Search customer", customerInput, "Search by customer name")
+customerInput = Input("customer_search", "Enter a customer name")
+filterButtons = Buttons([applyFilters, clearFilters])
+applyFilters = Button("Apply filters", null, "primary")
+clearFilters = Button("Clear", null, "secondary")
+recentOrders = Table([orderId, customerName, orderTotal, orderStatus])
+orderId = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+customerName = Col("Customer", ["Maya Chen", "Jordan Williams", "Priya Patel", "Alex Morgan", "Sofia Ramirez"])
+orderTotal = Col("Total", ["$184.50", "$72.00", "$249.99", "$96.40", "$138.75"], "number")
+orderStatus = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Pending"])
+refundCallout = Callout("info", "Refund rate this month: 1.8%", "23 refunds from 1,276 completed orders. This is below the 2.5% monthly target.")
+volumeChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4"], [orderVolume], "natural", "Past four weeks", "Orders")
+orderVolume = Series("Order volume", [742, 815, 768, 904])
+fulfillmentActions = SectionBlock([fulfillmentSection])
+fulfillmentSection = SectionItem("fulfillment", "Fulfill an order", [fulfillmentText, fulfillmentForm])
+fulfillmentText = TextContent("Select an order and confirm fulfillment to notify the customer and update its status.")
+fulfillmentForm = Form("fulfill-order", fulfillmentButtons, [orderField])
+orderField = FormControl("Order to fulfill", orderSelect)
+orderSelect = Select("order_id", [order10482, order10481, order10479, order10478], "Choose a processing or pending order")
+order10482 = SelectItem("10482", "#10482 — Maya Chen — $184.50")
+order10481 = SelectItem("10481", "#10481 — Jordan Williams — $72.00")
+order10479 = SelectItem("10479", "#10479 — Alex Morgan — $96.40")
+order10478 = SelectItem("10478", "#10478 — Sofia Ramirez — $138.75")
+fulfillmentButtons = Buttons([markFulfilled])
+markFulfilled = Button("Mark as fulfilled", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-orders__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r4.txt
new file mode 100644
index 000000000..6a6242331
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-orders__r4.txt
@@ -0,0 +1,47 @@
+root = Card([header, kpis, controls, recentOrders, refundRate, volumeChart, fulfillmentActions], "clear", "column", "l")
+header = CardHeader("E-commerce Operations Desk", "Monitor today’s orders, revenue, fulfillment, and refunds")
+kpis = Card([ordersToday, revenueToday, averageOrderValue], "card", "row", "m", "stretch", "between", true)
+ordersToday = Card([ordersLabel, ordersValue], "sunk", "column", "xs")
+ordersLabel = TextContent("Orders placed today", "small")
+ordersValue = TextContent("128", "large-heavy")
+revenueToday = Card([revenueLabel, revenueValue], "sunk", "column", "xs")
+revenueLabel = TextContent("Revenue today", "small")
+revenueValue = TextContent("$12,846.50", "large-heavy")
+averageOrderValue = Card([aovLabel, aovValue], "sunk", "column", "xs")
+aovLabel = TextContent("Average order value", "small")
+aovValue = TextContent("$100.36", "large-heavy")
+controls = Form("order-filters", filterButtons, [customerSearchField, statusFilterField])
+customerSearchField = FormControl("Search by customer", customerSearch, "Search recent orders by customer name")
+customerSearch = Input("customer_search", "e.g. Maya Chen")
+statusFilterField = FormControl("Order status", statusFilter)
+statusFilter = Select("order_status", [allStatus, pendingStatus, processingStatus, fulfilledStatus, refundedStatus], "All statuses")
+allStatus = SelectItem("all", "All statuses")
+pendingStatus = SelectItem("pending", "Pending")
+processingStatus = SelectItem("processing", "Processing")
+fulfilledStatus = SelectItem("fulfilled", "Fulfilled")
+refundedStatus = SelectItem("refunded", "Refunded")
+filterButtons = Buttons([applyFiltersButton, clearFiltersButton])
+applyFiltersButton = Button("Apply filters", null, "primary")
+clearFiltersButton = Button("Clear", null, "tertiary")
+recentOrders = Card([recentOrdersHeader, ordersTable], "card", "column", "m")
+recentOrdersHeader = Heading("Recent orders", "h2")
+ordersTable = Table([orderIdColumn, customerColumn, totalColumn, statusColumn, actionColumn])
+orderIdColumn = Col("Order ID", ["#10482", "#10481", "#10480", "#10479", "#10478"])
+customerColumn = Col("Customer", ["Maya Chen", "Jordan Williams", "Priya Patel", "Noah Thompson", "Elena Garcia"])
+totalColumn = Col("Total", ["$142.00", "$86.50", "$219.99", "$64.00", "$178.25"])
+statusColumn = Col("Status", ["Processing", "Pending", "Fulfilled", "Processing", "Refunded"])
+actionColumn = Col("Action", ["Mark fulfilled", "Mark fulfilled", "—", "Mark fulfilled", "—"], "action")
+refundRate = Card([refundHeader, refundValue, refundDetail], "card", "column", "xs")
+refundHeader = Heading("Refund rate this month", "h2")
+refundValue = Progress(2.8, "2.8% refund rate")
+refundDetail = TextContent("18 refunds from 642 completed orders this month.", "small")
+volumeChart = Card([volumeHeader, weeklyOrders], "card", "column", "m")
+volumeHeader = Heading("Order volume: past four weeks", "h2")
+weeklyOrders = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [orderVolumeSeries], "grouped", "Week", "Orders")
+orderVolumeSeries = Series("Orders", [684, 731, 708, 792])
+fulfillmentActions = Card([fulfillmentHeader, fulfillmentText, fulfillmentButtons], "card", "column", "m")
+fulfillmentHeader = Heading("Fulfillment actions", "h2")
+fulfillmentText = TextContent("Select an order from the recent orders list and confirm fulfillment when it has shipped.")
+fulfillmentButtons = Buttons([markFulfilledButton, viewOrdersButton])
+markFulfilledButton = Button("Mark selected order fulfilled", null, "primary")
+viewOrdersButton = Button("View all orders", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-server__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b3-server__r1.txt
new file mode 100644
index 000000000..6adb21487
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-server__r1.txt
@@ -0,0 +1,47 @@
+root = Card([header, regionForm, overview, resourceUsage, incidentSection, endpointSection, thresholdForm], "clear", "column", "l")
+header = CardHeader("Service Health", "On-call view • Production • Updated just now")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region", null, "secondary")
+regionField = FormControl("Region", regionSelect, "Narrow all health signals to a single deployment region")
+regionSelect = Select("region", [allRegions, usEast, usWest, euWest, apSoutheast], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+usEast = SelectItem("us-east-1", "US East")
+usWest = SelectItem("us-west-2", "US West")
+euWest = SelectItem("eu-west-1", "EU West")
+apSoutheast = SelectItem("ap-southeast-1", "AP Southeast")
+overview = Card([uptimeCard, errorCard], "card", "row", "m", "stretch", "between", true)
+uptimeCard = Card([uptimeHeading, uptimeValue, uptimeProgress], "sunk", "column", "s")
+uptimeHeading = Heading("Uptime this quarter", "h3")
+uptimeValue = TextContent("99.982% • 12 minutes of downtime", "large-heavy")
+uptimeProgress = Progress(99.982, "Quarterly availability")
+errorCard = Card([errorHeading, errorValue, errorStatus], "sunk", "column", "s")
+errorHeading = Heading("Error rate right now", "h3")
+errorValue = TextContent("0.18% of requests", "large-heavy")
+errorStatus = Callout("success", "Within target", "Current error rate is below the 1.0% paging threshold.")
+resourceUsage = Card([resourceHeader, cpuMemoryChart], "card", "column", "m")
+resourceHeader = CardHeader("Resource usage", "CPU and memory utilization over the past 24 hours")
+cpuMemoryChart = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"], [cpuSeries, memorySeries], "natural", "Time", "Utilization (%)")
+cpuSeries = Series("CPU", [32, 28, 35, 48, 56, 62, 51, 44, 47])
+memorySeries = Series("Memory", [61, 60, 62, 64, 68, 71, 70, 69, 68])
+incidentSection = Card([incidentHeader, incidentAlert, incidentsTable, acknowledgeButton], "card", "column", "m")
+incidentHeader = CardHeader("Open incidents", "2 incidents require attention")
+incidentAlert = Alert("Active customer impact", "One incident is affecting checkout traffic in US East.", "warning")
+incidentsTable = Table([incidentIdColumn, severityColumn, incidentSummaryColumn, incidentAgeColumn])
+incidentIdColumn = Col("Incident", ["INC-4821", "INC-4817"])
+severityColumn = Col("Severity", ["SEV-1", "SEV-2"])
+incidentSummaryColumn = Col("Summary", ["Elevated checkout API failures", "Delayed event processing"])
+incidentAgeColumn = Col("Open for", ["18 min", "1 hr 42 min"])
+acknowledgeButton = AlertDialogBlock("Acknowledge selected incident", "Acknowledge incident?", "This records that you are investigating the selected incident and notifies the on-call rotation.", "Acknowledge", "Cancel", "default")
+endpointSection = Card([endpointHeader, endpointsTable], "card", "column", "m")
+endpointHeader = CardHeader("Five slowest endpoints", "P95 latency over the last 15 minutes")
+endpointsTable = Table([endpointColumn, methodColumn, latencyColumn, requestColumn])
+endpointColumn = Col("Endpoint", ["/api/v1/checkout", "/api/v1/search", "/api/v1/orders/{id}", "/api/v1/catalog", "/api/v1/auth/token"])
+methodColumn = Col("Method", ["POST", "GET", "GET", "GET", "POST"])
+latencyColumn = Col("P95 latency", ["2.84 s", "1.96 s", "1.72 s", "1.41 s", "1.18 s"])
+requestColumn = Col("Requests/min", [184, 621, 238, 492, 76])
+thresholdForm = Form("alert-threshold", thresholdButtons, [thresholdField])
+thresholdButtons = Buttons([saveThresholdButton])
+saveThresholdButton = Button("Save alert threshold", null, "primary")
+thresholdField = FormControl("Error-rate alert threshold", thresholdSlider, "Page the on-call engineer when the rolling 5-minute error rate exceeds this value")
+thresholdSlider = Slider("error_rate_threshold", "discrete", 0.1, 5, 0.1, [1], "Percent error rate")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-server__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b3-server__r2.txt
new file mode 100644
index 000000000..744d26c90
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-server__r2.txt
@@ -0,0 +1,37 @@
+root = Card([header, regionForm, overview, resourceUsage, incidentsHeader, incidentsTable, endpointHeader, endpointsTable, alertForm], "clear", "column", "l")
+header = CardHeader("Service Health", "On-call overview • Updated just now")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow this view to a single deployment region")
+regionSelect = Select("region", [allRegions, usEast, usWest, euWest, apSoutheast], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+usEast = SelectItem("us-east-1", "US East (N. Virginia)")
+usWest = SelectItem("us-west-2", "US West (Oregon)")
+euWest = SelectItem("eu-west-1", "EU West (Ireland)")
+apSoutheast = SelectItem("ap-southeast-1", "AP Southeast (Singapore)")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region", null, "secondary")
+overview = Card([uptime, errorRate], "sunk", "row", "m", "stretch", "between")
+uptime = Progress(99.982, "Quarter uptime: 99.982%")
+errorRate = Callout("warning", "Error rate: 1.8%", "Current 5-minute error rate is above the 1.0% warning threshold.")
+resourceUsage = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"], [cpuSeries, memorySeries], "natural", "Past 24 hours", "Usage (%)")
+cpuSeries = Series("CPU", [38, 34, 31, 45, 58, 64, 72, 61, 68])
+memorySeries = Series("Memory", [61, 60, 62, 64, 66, 69, 71, 72, 73])
+incidentsHeader = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentSeverity, incidentTitle, incidentRegion, incidentStarted, incidentAction])
+incidentSeverity = Col("Severity", ["Critical", "High", "Medium"])
+incidentTitle = Col("Incident", ["Elevated checkout failures", "API latency degradation", "Delayed event processing"])
+incidentRegion = Col("Region", ["US East", "EU West", "AP Southeast"])
+incidentStarted = Col("Started", ["18 min ago", "42 min ago", "1 hr 12 min ago"])
+incidentAction = Col("Action", ["Acknowledge", "Acknowledge", "Acknowledge"], "action")
+endpointHeader = Heading("Five slowest endpoints", "h2")
+endpointsTable = Table([endpointName, endpointMethod, endpointLatency, endpointP95, endpointRequests])
+endpointName = Col("Endpoint", ["/v1/checkout/submit", "/v1/orders/{id}", "/v1/search", "/v1/inventory/reserve", "/v1/users/profile"])
+endpointMethod = Col("Method", ["POST", "GET", "GET", "POST", "GET"])
+endpointLatency = Col("Avg latency", ["2.84 s", "1.96 s", "1.72 s", "1.48 s", "1.21 s"])
+endpointP95 = Col("p95 latency", ["4.92 s", "3.45 s", "3.08 s", "2.66 s", "2.14 s"])
+endpointRequests = Col("Requests/min", [182, 426, 813, 145, 298], "number")
+alertForm = Form("alert-threshold", alertButtons, [thresholdField])
+thresholdField = FormControl("Error-rate alert threshold", thresholdSlider, "Notify the on-call rotation when the 5-minute error rate exceeds this value")
+thresholdSlider = Slider("error_threshold", "continuous", 0.1, 10, 0.1, [1], "Threshold (%)")
+alertButtons = Buttons([saveThreshold])
+saveThreshold = Button("Save alert threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-server__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b3-server__r3.txt
new file mode 100644
index 000000000..de7f04360
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-server__r3.txt
@@ -0,0 +1,46 @@
+root = Card([header, regionForm, healthSummary, resourceHeading, resourceChart, incidentsHeading, incidentsTable, incidentActions, endpointsHeading, endpointsTable, thresholdHeading, thresholdForm], "clear", "column", "l")
+header = CardHeader("Service Health", "On-call overview • Updated just now")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Narrow this view to a single deployment region")
+regionSelect = Select("region", [allRegions, usEast, usWest, euWest, apSoutheast], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+usEast = SelectItem("us-east-1", "US East (N. Virginia)")
+usWest = SelectItem("us-west-2", "US West (Oregon)")
+euWest = SelectItem("eu-west-1", "EU West (Ireland)")
+apSoutheast = SelectItem("ap-southeast-1", "Asia Pacific (Singapore)")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region", null, "secondary")
+healthSummary = Card([uptimeBlock, errorBlock], "card", "row", "l", "stretch", "between", true)
+uptimeBlock = Card([uptimeLabel, uptimeValue, uptimeProgress], "clear", "column", "s")
+uptimeLabel = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeProgress = Progress(99.982, "Quarter-to-date availability")
+errorBlock = Card([errorLabel, errorValue, errorStatus], "clear", "column", "s")
+errorLabel = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("0.42%", "large-heavy")
+errorStatus = Callout("warning", "Above normal baseline", "Current error rate is above the 0.25% operational baseline.")
+resourceHeading = Heading("CPU and memory usage — past 24 hours", "h2")
+resourceChart = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"], [cpuSeries, memorySeries], "natural", "Time", "Usage %")
+cpuSeries = Series("CPU", [34, 29, 31, 46, 58, 64, 52, 43, 48])
+memorySeries = Series("Memory", [61, 60, 62, 65, 68, 71, 70, 69, 67])
+incidentsHeading = Heading("Open incidents", "h2")
+incidentsTable = Table([incidentIdCol, incidentTitleCol, incidentSeverityCol, incidentStatusCol])
+incidentIdCol = Col("Incident", ["INC-4821", "INC-4817", "INC-4809"])
+incidentTitleCol = Col("Summary", ["Elevated checkout API errors", "EU cache eviction rate increased", "Delayed event processing"])
+incidentSeverityCol = Col("Severity", ["SEV-2", "SEV-3", "SEV-3"])
+incidentStatusCol = Col("Status", ["Investigating", "Mitigating", "Monitoring"])
+incidentActions = Buttons([acknowledgeIncident, viewIncident])
+acknowledgeIncident = Button("Acknowledge incident", null, "primary")
+viewIncident = Button("View incident details", null, "secondary")
+endpointsHeading = Heading("Five slowest endpoints", "h2")
+endpointsTable = Table([endpointCol, methodCol, latencyCol, requestCol])
+endpointCol = Col("Endpoint", ["/v1/checkout/confirm", "/v1/orders/{id}", "/v1/search", "/v1/catalog/recommendations", "/v1/payments/authorize"])
+methodCol = Col("Method", ["POST", "GET", "GET", "GET", "POST"])
+latencyCol = Col("p95 latency", ["2.84 s", "1.96 s", "1.72 s", "1.48 s", "1.31 s"])
+requestCol = Col("Requests/min", [184, 326, 512, 241, 97])
+thresholdHeading = Heading("Alert threshold", "h2")
+thresholdForm = Form("alert-threshold", thresholdButtons, [thresholdField])
+thresholdField = FormControl("Error-rate alert threshold", thresholdSlider, "Trigger an alert when the live error rate exceeds this percentage")
+thresholdSlider = Slider("error_threshold", "continuous", 0.1, 5, 0.1, [0.5], "0.5% error rate")
+thresholdButtons = Buttons([saveThreshold])
+saveThreshold = Button("Save alert threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b3-server__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b3-server__r4.txt
new file mode 100644
index 000000000..c8727b799
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b3-server__r4.txt
@@ -0,0 +1,49 @@
+root = Card([header, regionForm, overview, usageSection, incidentsSection, endpointsSection, thresholdForm], "clear", "column", "l")
+header = CardHeader("Service Health", "On-call overview • Past 24 hours")
+regionForm = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Choose a region to narrow this view")
+regionSelect = Select("region", [allRegions, usEast, usWest, euWest, apSoutheast], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+usEast = SelectItem("us-east-1", "US East")
+usWest = SelectItem("us-west-2", "US West")
+euWest = SelectItem("eu-west-1", "EU West")
+apSoutheast = SelectItem("ap-southeast-1", "AP Southeast")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region", null, "secondary")
+overview = Card([uptimeMetric, errorMetric], "card", "row", "m", "stretch", "between", true)
+uptimeMetric = Card([uptimeHeading, uptimeValue, uptimeProgress], "sunk", "column", "s")
+uptimeHeading = TextContent("Uptime this quarter", "small-heavy")
+uptimeValue = TextContent("99.982%", "large-heavy")
+uptimeProgress = Progress(99.982, "Quarter-to-date availability")
+errorMetric = Card([errorHeading, errorValue, errorAlert], "sunk", "column", "s")
+errorHeading = TextContent("Error rate right now", "small-heavy")
+errorValue = TextContent("0.18%", "large-heavy")
+errorAlert = Alert("Within alert threshold", "Current error rate is below the 0.50% alert threshold.", "success")
+usageSection = Card([usageHeader, usageChart], "card", "column", "m")
+usageHeader = CardHeader("Resource usage", "CPU and memory over the past 24 hours")
+usageChart = LineChart(["00:00", "03:00", "06:00", "09:00", "12:00", "15:00", "18:00", "21:00", "Now"], [cpuSeries, memorySeries], "natural", "Time", "Usage %")
+cpuSeries = Series("CPU", [42, 38, 35, 51, 68, 61, 73, 58, 64])
+memorySeries = Series("Memory", [58, 57, 59, 61, 66, 69, 71, 70, 72])
+incidentsSection = Card([incidentsHeader, incidentsTable, acknowledgeButtons], "card", "column", "m")
+incidentsHeader = CardHeader("Open incidents", "2 incidents require attention")
+incidentsTable = Table([incidentIdCol, severityCol, incidentSummaryCol, regionCol, statusCol])
+incidentIdCol = Col("Incident", ["INC-4821", "INC-4817"])
+severityCol = Col("Severity", ["SEV-1", "SEV-2"])
+incidentSummaryCol = Col("Summary", ["Elevated checkout failures", "Increased API latency"])
+regionCol = Col("Region", ["US East", "EU West"])
+statusCol = Col("Status", ["Investigating", "Mitigating"])
+acknowledgeButtons = Buttons([acknowledgeSev1, acknowledgeSev2])
+acknowledgeSev1 = Button("Acknowledge INC-4821", null, "primary")
+acknowledgeSev2 = Button("Acknowledge INC-4817", null, "secondary")
+endpointsSection = Card([endpointsHeader, endpointsTable], "card", "column", "m")
+endpointsHeader = CardHeader("Slowest endpoints", "Top five by p95 latency")
+endpointsTable = Table([endpointCol, methodCol, latencyCol, requestsCol])
+endpointCol = Col("Endpoint", ["/v1/checkout/confirm", "/v1/orders/{id}", "/v1/search", "/v1/payments/authorize", "/v1/catalog/products"])
+methodCol = Col("Method", ["POST", "GET", "GET", "POST", "GET"])
+latencyCol = Col("p95 latency", ["2.84 s", "1.96 s", "1.72 s", "1.48 s", "1.21 s"])
+requestsCol = Col("Requests/min", [184, 326, 912, 148, 641])
+thresholdForm = Form("alert-threshold", thresholdButtons, [thresholdField])
+thresholdField = FormControl("Error-rate alert threshold", thresholdSlider, "Page the on-call engineer when the error rate exceeds this percentage")
+thresholdSlider = Slider("error_threshold", "continuous", 0.1, 5, 0.1, [0.5], "0.50%")
+thresholdButtons = Buttons([saveThreshold])
+saveThreshold = Button("Save alert threshold", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-airline__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r1.txt
new file mode 100644
index 000000000..02283c18a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r1.txt
@@ -0,0 +1,60 @@
+root = Card([header, kpis, operationsTabs, rebookActions, hubActions], "clear", "column", "l")
+header = CardHeader("Hub Operations Desk", "ATL • Tuesday, August 18 • Live operational overview")
+kpis = Table([kpiMetric, kpiValue, kpiTrend])
+kpiMetric = Col("Today", ["On-time performance", "Average passenger load", "Average turnaround", "Cancellations"])
+kpiValue = Col("Current", ["86%", "84%", "47 min", "6"])
+kpiTrend = Col("Operational note", ["2 pts below target", "High load on evening bank", "3 min above target", "2 weather-related"])
+operationsTabs = Tabs([flightsTab, delaysTab, gatesTab, crewsTab, weatherTab, connectionsTab])
+flightsTab = TabItem("flights", "Flight board", [flightBoardHeader, flightBoard])
+flightBoardHeader = Heading("Active flights", "h3")
+flightBoard = Table([flightNumber, flightRoute, flightGate, flightStatus])
+flightNumber = Col("Flight", ["DL 412", "DL 1689", "DL 903", "DL 2214", "DL 584", "DL 1172"])
+flightRoute = Col("Route", ["ATL → LGA", "MIA → ATL", "ATL → DEN", "BOS → ATL", "ATL → DFW", "ORD → ATL"])
+flightGate = Col("Gate", ["B18", "A04", "C27", "T12", "B06", "A19"])
+flightStatus = Col("Status", ["Boarding", "Arrived", "Delayed 45 min", "On time", "Final call", "Delayed 30 min"])
+delaysTab = TabItem("delays", "Delays & cancellations", [delayAlert, delayedFlights, cancellationHeader, cancellationList])
+delayAlert = Alert("2 active delays require attention", "DL 903 and DL 1172 are affected by inbound aircraft and weather sequencing.", "warning")
+delayedFlights = Table([delayFlight, delayReason, delayDeparture, delayImpact])
+delayFlight = Col("Flight", ["DL 903", "DL 1172"])
+delayReason = Col("Delay reason", ["Inbound aircraft late", "Thunderstorm sequencing"])
+delayDeparture = Col("Revised departure", ["16:35", "17:10"])
+delayImpact = Col("Connection impact", ["18 passengers at risk", "11 passengers at risk"])
+cancellationHeader = Heading("Cancellations today", "h3")
+cancellationList = ListBlock([cancelOne, cancelTwo, cancelThree], "number")
+cancelOne = ListItem("DL 746 • ATL → RDU", "Cancelled 08:15 • Crew availability")
+cancelTwo = ListItem("DL 1980 • ATL → BNA", "Cancelled 11:40 • Weather disruption")
+cancelThree = ListItem("DL 331 • ATL → SAV", "Cancelled 14:05 • Aircraft maintenance")
+gatesTab = TabItem("gates", "Gate activity", [gateHeader, gateChanges])
+gateHeader = Heading("Recent gate changes", "h3")
+gateChanges = Table([gateFlight, gatePrevious, gateNew, gateTime])
+gateFlight = Col("Flight", ["DL 1689", "DL 584", "DL 2214", "DL 903"])
+gatePrevious = Col("Previous gate", ["A02", "B11", "T09", "C24"])
+gateNew = Col("New gate", ["A04", "B06", "T12", "C27"])
+gateTime = Col("Changed", ["14:08", "14:16", "14:24", "14:31"])
+crewsTab = TabItem("crews", "Crew availability", [crewHeader, crewList])
+crewHeader = Heading("Crews available for reassignment", "h3")
+crewList = ListBlock([crewOne, crewTwo, crewThree, crewFour])
+crewOne = ListItem("Crew 42 • A320 qualified", "Available now • Concourse B • Duty time remaining: 5h 20m", null, "Assign")
+crewTwo = ListItem("Crew 17 • B737 qualified", "Available in 25 min • Concourse A • Duty time remaining: 6h 10m", null, "Assign")
+crewThree = ListItem("Crew 68 • A321 qualified", "Available now • Terminal T • Duty time remaining: 4h 45m", null, "Assign")
+crewFour = ListItem("Reserve Crew 09 • B737 qualified", "Report-ready in 40 min • Operations center", null, "Assign")
+weatherTab = TabItem("weather", "Weather", [weatherAlert, weatherDetails])
+weatherAlert = Alert("Hub weather advisory in effect", "Thunderstorms within 15 miles of ATL are causing intermittent ground stops and arrival spacing.", "warning")
+weatherDetails = Table([weatherMetric, weatherCurrent, weatherOutlook])
+weatherMetric = Col("Condition", ["Wind", "Visibility", "Precipitation", "Advisory window"])
+weatherCurrent = Col("Current", ["220° at 18 kt, gusts 31", "5 miles", "Moderate thunderstorms", "15:30–18:00"])
+weatherOutlook = Col("Operational impact", ["Runway configuration changes possible", "Arrival rate reduced", "Ramp activity may pause", "Expect 20–45 min delays"])
+connectionsTab = TabItem("connections", "Connections at risk", [connectionAlert, connectionTable])
+connectionAlert = Alert("29 passenger connections at risk", "Prioritize rebooking for passengers arriving on DL 903 and DL 1172.", "destructive")
+connectionTable = Table([connectionInbound, connectionOutbound, connectionPax, connectionMinutes, connectionRisk])
+connectionInbound = Col("Inbound flight", ["DL 903", "DL 903", "DL 1172", "DL 1172"])
+connectionOutbound = Col("Connecting flight", ["DL 488 ATL → SEA", "DL 204 ATL → MCO", "DL 1330 ATL → JFK", "DL 772 ATL → AUS"])
+connectionPax = Col("Passengers", [9, 9, 6, 5])
+connectionMinutes = Col("Connection time", ["22 min", "31 min", "19 min", "28 min"])
+connectionRisk = Col("Risk", ["High", "High", "Critical", "High"])
+rebookActions = Buttons([rebookButton, notifyButton])
+rebookButton = Button("Rebook affected passengers", null, "primary", "normal", "large")
+notifyButton = Button("Send disruption update", null, "secondary")
+hubActions = Buttons([switchHubButton, refreshButton])
+switchHubButton = Button("View a different hub", null, "secondary")
+refreshButton = Button("Refresh operations data", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-airline__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r2.txt
new file mode 100644
index 000000000..9783fb176
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r2.txt
@@ -0,0 +1,35 @@
+root = Card([header, performance, kpis, flightsHeading, flightsTable, delayAlert, gateChangesHeading, gateChanges, crewsHeading, crewsTable, weatherAlert, connectionsHeading, connectionsTable, actions], "card", "column", "l")
+header = CardHeader("Hub Operations Desk", "ATL • Live operational overview • Tuesday, August 18")
+performance = Progress(86, "On-time performance today")
+kpis = Table([metricCol, valueCol, noteCol])
+metricCol = Col("Metric", ["Average passenger load", "Cancellations today", "Average turnaround", "Connections at risk"])
+valueCol = Col("Value", ["84%", "6", "47 min", "128 passengers"])
+noteCol = Col("Operational note", ["Up 3 pts vs. yesterday", "Weather and crew constraints", "Target: 45 min", "Across 14 inbound connections"])
+flightsHeading = Heading("Active flights", "h2")
+flightsTable = Table([flightNumberCol, routeCol, gateCol, statusCol])
+flightNumberCol = Col("Flight", ["DL 1248", "DL 382", "DL 906", "DL 2171", "DL 441", "DL 1880"])
+routeCol = Col("Route", ["ATL → LGA", "BOS → ATL", "ATL → MCO", "DTW → ATL", "ATL → DFW", "ATL → ORD"])
+gateCol = Col("Gate", ["B18", "A06", "C31", "T12", "B04", "A21"])
+statusCol = Col("Status", ["Boarding", "Delayed 52 min", "On time", "Delayed 34 min", "Final call", "Cancelled"])
+delayAlert = Alert("2 delayed departures need attention", "DL 382 is awaiting inbound crew at A06; DL 2171 is delayed by ramp congestion at T12.", "warning")
+gateChangesHeading = Heading("Recent gate changes", "h2")
+gateChanges = ListBlock([gateChangeOne, gateChangeTwo, gateChangeThree])
+gateChangeOne = ListItem("DL 906 • ATL → MCO", "Moved C27 → C31 • 14:18 • Passenger notifications sent")
+gateChangeTwo = ListItem("DL 441 • ATL → DFW", "Moved B09 → B04 • 14:05 • Boarding group update pending")
+gateChangeThree = ListItem("DL 1330 • ATL → RDU", "Moved A14 → A21 • 13:42 • Connection signage updated")
+crewsHeading = Heading("Crews available for reassignment", "h2")
+crewsTable = Table([crewCol, locationCol, availabilityCol, qualificationCol])
+crewCol = Col("Crew", ["Crew 5A", "Crew 8C", "Reserve 12", "Crew 3B"])
+locationCol = Col("Current location", ["Concourse B", "Concourse A", "Crew Center", "Concourse T"])
+availabilityCol = Col("Available", ["Now", "In 18 min", "Now", "In 32 min"])
+qualificationCol = Col("Qualification", ["A320 family", "B737 family", "A320 / B737", "B757 family"])
+weatherAlert = Alert("Hub weather advisory", "Thunderstorms within 15 miles of ATL. Expect intermittent ramp closures and 20–35 minute ground delays through 17:30.", "warning")
+connectionsHeading = Heading("Connections at risk", "h2")
+connectionsTable = Table([connectionCol, inboundCol, onwardCol, riskCol])
+connectionCol = Col("Passengers", ["34", "27", "19", "48"])
+inboundCol = Col("Inbound flight", ["DL 382 from BOS", "DL 2171 from DTW", "DL 760 from MIA", "DL 109 from BNA"])
+onwardCol = Col("Onward flight", ["DL 441 to DFW", "DL 1880 to ORD", "DL 522 to SEA", "DL 1470 to DEN"])
+riskCol = Col("Risk", ["High • 12 min connection", "High • gate transfer", "Medium • 19 min connection", "High • inbound delayed"])
+actions = Buttons([rebookButton, hubButton])
+rebookButton = Button("Rebook affected passengers", null, "primary")
+hubButton = Button("View a different hub", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-airline__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r3.txt
new file mode 100644
index 000000000..6be6deb3a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r3.txt
@@ -0,0 +1,41 @@
+root = Card([header, overview, performance, flightsHeading, flightsTable, delayedAlert, gateChangesHeading, gateChanges, crewsHeading, crewsTable, weatherAlert, loadProgress, connectionsHeading, connectionsTable, cancellationsAlert, turnaroundProgress, actionsHeading, actions])
+header = CardHeader("Hub Operations Desk", "ATL • Live operating view • Today")
+overview = Card([otpBadge, loadBadge, cancellationBadge], "sunk", "row", "m", "center", "between", true)
+otpBadge = Badge("On-time performance: 84%", "secondary")
+loadBadge = Badge("Average passenger load: 88%", "outline")
+cancellationBadge = Badge("Cancellations today: 3", "destructive")
+performance = LineChart(["06:00", "09:00", "12:00", "15:00", "18:00", "21:00"], [otpSeries], "natural", "Local time", "On-time %")
+otpSeries = Series("On-time performance", [91, 88, 86, 84, 82, 85])
+flightsHeading = Heading("Active flights", "h2")
+flightsTable = Table([flightNumberCol, routeCol, gateCol, statusCol])
+flightNumberCol = Col("Flight", ["DL 418", "DL 1290", "DL 886", "DL 2471", "DL 503"], "string")
+routeCol = Col("Route", ["ATL → LGA", "MCO → ATL", "ATL → DFW", "BOS → ATL", "ATL → DEN"], "string")
+gateCol = Col("Gate", ["B18", "A06", "C32", "T11", "B27"], "string")
+statusCol = Col("Status", ["Boarding", "Delayed 55 min", "On time", "Arrived", "Gate change"], "string")
+delayedAlert = Alert("Delayed flights require attention", "DL 1290 to ATL is delayed 55 minutes at A06; DL 602 to ORD is delayed 40 minutes at B12. Review downstream connections and passenger reaccommodation.", "warning")
+gateChangesHeading = Heading("Recent gate changes", "h2")
+gateChanges = ListBlock([gateChangeOne, gateChangeTwo, gateChangeThree])
+gateChangeOne = ListItem("DL 2471 • BOS → ATL", "Moved from T08 to T11 • 14:22")
+gateChangeTwo = ListItem("DL 503 • ATL → DEN", "Moved from B24 to B27 • 14:15")
+gateChangeThree = ListItem("DL 602 • ATL → ORD", "Moved from B09 to B12 • 14:03")
+crewsHeading = Heading("Crews available for reassignment", "h2")
+crewsTable = Table([crewCol, qualificationCol, locationCol, availableCol])
+crewCol = Col("Crew", ["Crew 18", "Crew 42", "Crew 07"], "string")
+qualificationCol = Col("Qualification", ["A320 / B737", "B757 / A321", "Regional jet"], "string")
+locationCol = Col("Current location", ["Concourse B", "Concourse A", "Concourse C"], "string")
+availableCol = Col("Available", ["Now", "In 18 min", "In 32 min"], "string")
+weatherAlert = Alert("Weather advisory at ATL", "Thunderstorms are forecast within 15 miles of the hub from 16:30–18:00 local. Expect possible ramp restrictions and departure sequencing.", "warning")
+loadProgress = Progress(88, "Average passenger load today")
+connectionsHeading = Heading("Connections at risk", "h2")
+connectionsTable = Table([connectionFlightCol, connectionRouteCol, minutesCol, riskCol])
+connectionFlightCol = Col("Inbound flight", ["DL 1290", "DL 602", "DL 1744", "DL 391"], "string")
+connectionRouteCol = Col("Connecting onward", ["ATL → RDU", "ATL → ORD", "ATL → SEA", "ATL → AUS"], "string")
+minutesCol = Col("Connection time", ["22 min", "28 min", "31 min", "35 min"], "string")
+riskCol = Col("Risk", ["High", "High", "Medium", "Medium"], "string")
+cancellationsAlert = Alert("3 cancellations today", "DL 811 ATL → PHL, DL 2250 ATL → BNA, and DL 906 ATL → MSP have been cancelled. Affected passenger queues are ready for review.", "destructive")
+turnaroundProgress = Progress(47, "Average turnaround time today: 47 minutes")
+actionsHeading = Heading("Operations actions", "h2")
+actions = Buttons([rebookButton, hubButton, crewButton])
+rebookButton = Button("Rebook affected passengers", null, "primary")
+hubButton = Button("View a different hub", null, "secondary")
+crewButton = Button("Assign available crew", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-airline__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r4.txt
new file mode 100644
index 000000000..2f9d9c4cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-airline__r4.txt
@@ -0,0 +1,48 @@
+root = Card([header, overview, performanceTable, delayedAlert, delayedFlights, gateChanges, crewTable, weatherAlert, connectionTable, operationsMetrics, hubForm, rebookActions], "clear", "column", "l")
+header = CardHeader("Hub Operations Desk", "ATL • Live operational view • Tuesday, August 18")
+overview = Card([otp, passengerLoad, cancellations, turnaround], "card", "row", "m", "stretch", "between", true)
+otp = Progress(86, "On-time performance today • 86%")
+passengerLoad = TextCallout("info", "Average passenger load", "82% across 412 departures today")
+cancellations = TextCallout("danger", "Cancellations today", "6 flights cancelled • 1,148 passengers affected")
+turnaround = TextCallout("success", "Average turnaround", "42 minutes • 3 minutes under target")
+performanceTable = Table([flightNumberCol, routeCol, gateCol, statusCol])
+flightNumberCol = Col("Flight", ["DL 1042", "DL 287", "DL 516", "DL 1934", "DL 742", "DL 88"])
+routeCol = Col("Route", ["ATL → LGA", "ATL → ORD", "ATL → MIA", "ATL → BOS", "ATL → DFW", "ATL → LAX"])
+gateCol = Col("Gate", ["B18", "A06", "C32", "B04", "T12", "E27"])
+statusCol = Col("Status", ["Boarding", "Delayed 55 min", "On time", "Gate change", "Cancelled", "Delayed 1h 20m"])
+delayedAlert = Callout("warning", "2 active delays require attention", "DL 287 to Chicago and DL 88 to Los Angeles have missed-connection exposure. Coordinate crews and rebooking now.")
+delayedFlights = ListBlock([delayOne, delayTwo], "number")
+delayOne = ListItem("DL 287 • ATL → ORD • Gate A06", "Scheduled 14:10 • Revised 15:05 • Aircraft arrival delay • 38 connections at risk", null, "Open flight")
+delayTwo = ListItem("DL 88 • ATL → LAX • Gate E27", "Scheduled 14:35 • Revised 15:55 • Crew timing constraint • 24 connections at risk", null, "Open flight")
+gateChanges = ListBlock([gateChangeOne, gateChangeTwo, gateChangeThree])
+gateChangeOne = ListItem("DL 1934 • ATL → BOS", "Moved B12 → B04 • 13:48 • Passenger notifications sent")
+gateChangeTwo = ListItem("DL 610 • ATL → DCA", "Moved A19 → A24 • 13:31 • Boarding remains on schedule")
+gateChangeThree = ListItem("DL 2267 • ATL → MCO", "Moved C41 → C36 • 13:12 • Ramp congestion mitigation")
+crewTable = Table([crewNameCol, crewRoleCol, crewLocationCol, crewAvailabilityCol])
+crewNameCol = Col("Crew", ["Crew 421", "Crew 118", "Crew 307", "Reserve 19"])
+crewRoleCol = Col("Role", ["A320 flight crew", "Cabin crew", "B737 flight crew", "Cabin crew"])
+crewLocationCol = Col("Current location", ["Concourse A", "Concourse E", "Concourse B", "Operations center"])
+crewAvailabilityCol = Col("Available", ["14:25", "14:10", "15:00", "Now"])
+weatherAlert = Alert("Hub weather advisory", "Thunderstorms are forecast within 15 miles of ATL from 15:30–17:00. Expect possible ramp closures and departure flow restrictions.", "warning")
+connectionTable = Table([connectionFlightCol, connectionPaxCol, connectionTimeCol, connectionRiskCol])
+connectionFlightCol = Col("Inbound → outbound", ["DL 287 → DL 1450", "DL 88 → DL 221", "DL 610 → DL 912"])
+connectionPaxCol = Col("Passengers", [21, 17, 14])
+connectionTimeCol = Col("Connection window", ["18 min", "22 min", "25 min"])
+connectionRiskCol = Col("Risk", ["High", "High", "Moderate"])
+operationsMetrics = Card([loadBadge, turnaroundBadge, cancellationBadge], "sunk", "row", "m", "center", "around", true)
+loadBadge = Badge("Passenger load: 82%", "secondary")
+turnaroundBadge = Badge("Avg turnaround: 42 min", "secondary")
+cancellationBadge = Badge("6 cancellations", "destructive")
+hubForm = Form("hub-selector", hubButtons, [hubField])
+hubField = FormControl("View a different hub", hubSelect, "Switch the operational dashboard to another station")
+hubSelect = Select("hub", [atlOption, dtwOption, mspOption, slcOption, jfkOption], "Select hub", null, "ATL")
+atlOption = SelectItem("ATL", "Atlanta (ATL)")
+dtwOption = SelectItem("DTW", "Detroit (DTW)")
+mspOption = SelectItem("MSP", "Minneapolis–Saint Paul (MSP)")
+slcOption = SelectItem("SLC", "Salt Lake City (SLC)")
+jfkOption = SelectItem("JFK", "New York JFK (JFK)")
+hubButtons = Buttons([viewHubButton])
+viewHubButton = Button("View selected hub", null, "secondary")
+rebookActions = Buttons([rebookButton, passengerListButton], "row")
+rebookButton = Button("Rebook affected passengers", null, "primary")
+passengerListButton = Button("View impacted passenger list", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-bank__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r1.txt
new file mode 100644
index 000000000..a99959f41
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r1.txt
@@ -0,0 +1,85 @@
+root = Card([header, overview, balancesSection, transactionsSection, spendingSection, billsSection, goalSection, creditSection, transferSection, controlsSection, followUps], "clear", "column", "l")
+header = CardHeader("Good morning, Alex", "Your personal banking overview")
+overview = Card([availableBalance, accountStatus], "sunk", "row", "m", "center", "between")
+availableBalance = TextContent("Available to spend: **$4,286.18**", "large-heavy")
+accountStatus = Badge("All accounts secure", "secondary")
+balancesSection = Card([balancesTitle, balancesTable], "card", "column", "s")
+balancesTitle = Heading("Account balances", "h2")
+balancesTable = Table([accountCol, balanceCol, availableCol])
+accountCol = Col("Account", ["Everyday Checking •••• 4821", "High-Yield Savings •••• 9004", "Travel Rewards Credit •••• 1187"])
+balanceCol = Col("Balance", ["$4,286.18", "$12,640.00", "-$1,248.62"])
+availableCol = Col("Available", ["$4,286.18", "$12,640.00", "$5,751.38"])
+transactionsSection = Card([transactionsTitle, transactionsTable, disputeDialog], "card", "column", "s")
+transactionsTitle = Heading("Recent transactions", "h2")
+transactionsTable = Table([merchantCol, transactionAccountCol, amountCol])
+merchantCol = Col("Merchant", ["Whole Foods Market", "Metro Transit", "StreamFlix", "Brightside Payroll", "Cedar Coffee"])
+transactionAccountCol = Col("Account", ["Checking", "Checking", "Credit", "Checking", "Credit"])
+amountCol = Col("Amount", ["-$86.42", "-$2.75", "-$15.99", "+$2,840.00", "-$6.80"])
+disputeDialog = DialogBlock("Dispute a transaction", "Dispute a transaction", "Choose the transaction and tell us what happened.", [disputeForm], "outline")
+disputeForm = Form("transaction-dispute", disputeButtons, [disputeTransactionField, disputeReasonField])
+disputeTransactionField = FormControl("Transaction", disputeTransactionSelect)
+disputeTransactionSelect = Select("dispute_transaction", [wholeFoodsOption, metroOption, streamOption, coffeeOption], "Select a transaction")
+wholeFoodsOption = SelectItem("whole-foods", "Whole Foods Market — $86.42")
+metroOption = SelectItem("metro", "Metro Transit — $2.75")
+streamOption = SelectItem("streamflix", "StreamFlix — $15.99")
+coffeeOption = SelectItem("coffee", "Cedar Coffee — $6.80")
+disputeReasonField = FormControl("Reason", disputeReasonInput)
+disputeReasonInput = TextArea("dispute_reason", "Describe the issue", 3)
+disputeButtons = Buttons([submitDisputeButton, cancelDisputeButton])
+submitDisputeButton = Button("Submit dispute", null, "primary")
+cancelDisputeButton = Button("Cancel", null, "tertiary")
+spendingSection = Card([spendingTitle, spendingChart], "card", "column", "s")
+spendingTitle = Heading("Spending this month", "h2")
+spendingChart = PieChart(["Dining", "Groceries", "Travel", "Subscriptions", "Shopping"], [412, 368, 245, 96, 184], "donut")
+billsSection = Card([billsTitle, billsList], "card", "column", "s")
+billsTitle = Heading("Bills due soon", "h2")
+billsList = ListBlock([rentBill, creditBill, internetBill], "number")
+rentBill = ListItem("Apartment rent", "Due Aug 22 • $1,850.00")
+creditBill = ListItem("Travel Rewards Credit", "Due Aug 25 • Minimum payment $65.00")
+internetBill = ListItem("Home internet", "Due Aug 28 • $69.99")
+goalSection = Card([goalTitle, goalProgress, goalText], "card", "column", "s")
+goalTitle = Heading("Vacation savings goal", "h2")
+goalProgress = Progress(63, "$3,150 of $5,000 saved")
+goalText = TextContent("You are **$1,850** away from your beach vacation goal.")
+creditSection = Card([creditTitle, scoreRow, statementField], "card", "column", "s")
+creditTitle = Heading("Credit health", "h2")
+scoreRow = Card([creditScore, scoreStatus], "clear", "row", "m", "center", "between")
+creditScore = TextContent("Credit score: **742**", "large-heavy")
+scoreStatus = Badge("Very good", "secondary")
+statementField = FormControl("Statement period", statementSelect)
+statementSelect = Select("statement_period", [currentStatement, julyStatement, juneStatement], "Choose a statement period", null, "current")
+currentStatement = SelectItem("current", "Current statement • Aug 1–18")
+julyStatement = SelectItem("july", "July 1–31, 2026")
+juneStatement = SelectItem("june", "June 1–30, 2026")
+transferSection = Card([transferTitle, transferForm], "card", "column", "s")
+transferTitle = Heading("Move money", "h2")
+transferForm = Form("move-money", transferButtons, [fromAccountField, toAccountField, transferAmountField])
+fromAccountField = FormControl("From", fromAccountSelect)
+fromAccountSelect = Select("transfer_from", [checkingFrom, savingsFrom], "Select source account")
+checkingFrom = SelectItem("checking", "Everyday Checking • $4,286.18")
+savingsFrom = SelectItem("savings", "High-Yield Savings • $12,640.00")
+toAccountField = FormControl("To", toAccountSelect)
+toAccountSelect = Select("transfer_to", [checkingTo, savingsTo], "Select destination account")
+checkingTo = SelectItem("checking", "Everyday Checking • $4,286.18")
+savingsTo = SelectItem("savings", "High-Yield Savings • $12,640.00")
+transferAmountField = FormControl("Amount", transferAmountInput)
+transferAmountInput = Input("transfer_amount", "$0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+controlsSection = Card([controlsTitle, freezeAlert, freezeDialog, alertSettings], "card", "column", "s")
+controlsTitle = Heading("Security and alerts", "h2")
+freezeAlert = Alert("Credit line is active", "Freeze your card instantly if it is lost or you notice unexpected activity.", "info")
+freezeDialog = AlertDialogBlock("Freeze credit line", "Freeze your credit line?", "New purchases will be declined until you unfreeze it. Recurring payments may still process.", "Freeze line", "Keep active", "destructive")
+alertSettings = Form("alert-preferences", alertButtons, [alertTriggersField])
+alertTriggersField = FormControl("Alert triggers", alertTriggersInput, "Choose when you want us to notify you.")
+alertTriggersInput = CheckBoxGroup("alert_triggers", [largePurchaseAlert, lowBalanceAlert, billDueAlert, creditChangeAlert])
+largePurchaseAlert = CheckBoxItem("Large purchases", "Notify me about purchases over $250.", "large_purchase", true)
+lowBalanceAlert = CheckBoxItem("Low balance", "Notify me when checking falls below $500.", "low_balance", true)
+billDueAlert = CheckBoxItem("Bills due", "Remind me three days before a bill is due.", "bill_due", true)
+creditChangeAlert = CheckBoxItem("Credit score changes", "Notify me when my score changes.", "credit_change", false)
+alertButtons = Buttons([saveAlertsButton])
+saveAlertsButton = Button("Save alert settings", null, "secondary")
+followUps = FollowUpBlock([viewStatementsFollowUp, reviewBudgetFollowUp, contactSupportFollowUp])
+viewStatementsFollowUp = FollowUpItem("Show my full statements")
+reviewBudgetFollowUp = FollowUpItem("Help me create a monthly budget")
+contactSupportFollowUp = FollowUpItem("Contact support")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-bank__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r2.txt
new file mode 100644
index 000000000..8adfa66a0
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r2.txt
@@ -0,0 +1,63 @@
+root = Card([header, overview, balancesTitle, balances, activityTitle, transactions, spendingTitle, spending, billsTitle, bills, goalTitle, goal, creditTitle, credit, transferTitle, transferForm, controlsTitle, controls], "clear", "column", "l")
+header = CardHeader("Good morning, Jordan", "Your personal banking overview")
+overview = Callout("info", "Available to spend", "$4,280.65 across your deposit accounts")
+balancesTitle = Heading("Account balances", "h2")
+balances = Table([accountCol, balanceCol, statusCol])
+accountCol = Col("Account", ["Everyday Checking ••4821", "High-Yield Savings ••1094", "Travel Rewards Credit ••7718"])
+balanceCol = Col("Balance", ["$2,840.65", "$18,450.00", "-$1,284.32"])
+statusCol = Col("Status", ["Available", "4.25% APY", "$5,715.68 available"])
+activityTitle = Heading("Recent transactions", "h2")
+transactions = Table([merchantCol, dateCol, amountCol])
+merchantCol = Col("Merchant", ["Green Market", "Metro Transit", "StreamWave", "Harbor Coffee", "Payroll Deposit"])
+dateCol = Col("Date", ["Today", "Yesterday", "Aug 15", "Aug 14", "Aug 13"])
+amountCol = Col("Amount", ["-$64.28", "-$2.75", "-$15.99", "-$6.40", "+$2,940.00"])
+spendingTitle = Heading("Spending this month", "h2")
+spending = PieChart(["Dining", "Groceries", "Transport", "Shopping", "Bills"], [412, 368, 146, 289, 531], "donut")
+billsTitle = Heading("Bills due soon", "h2")
+bills = ListBlock([billOne, billTwo, billThree])
+billOne = ListItem("Electricity", "Due Aug 21 • Estimated $86.40", null, "Pay bill")
+billTwo = ListItem("Internet", "Due Aug 24 • $65.00", null, "Pay bill")
+billThree = ListItem("Credit card payment", "Due Aug 28 • Minimum $45.00", null, "Make payment")
+goalTitle = Heading("Vacation savings goal", "h2")
+goal = Progress(68, "$3,400 of $5,000 saved for Lisbon")
+creditTitle = Heading("Credit health", "h2")
+credit = Card([creditScore, creditNote], "sunk", "column", "s")
+creditScore = TextContent("742 • Good", "large-heavy")
+creditNote = TextContent("Your score increased 6 points since last month.", "small")
+transferTitle = Heading("Move money", "h2")
+transferForm = Form("transfer-money", transferButtons, [fromField, toField, amountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("transfer_from", [checkingOption, savingsOption], "Choose an account")
+checkingOption = SelectItem("checking", "Everyday Checking ••4821")
+savingsOption = SelectItem("savings", "High-Yield Savings ••1094")
+toField = FormControl("To", toSelect)
+toSelect = Select("transfer_to", [savingsDestination, checkingDestination], "Choose an account")
+savingsDestination = SelectItem("savings", "High-Yield Savings ••1094")
+checkingDestination = SelectItem("checking", "Everyday Checking ••4821")
+amountField = FormControl("Amount", amountInput)
+amountInput = Input("transfer_amount", "$0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+controlsTitle = Heading("Account controls", "h2")
+controls = Card([statementField, alertsField, freezeControls, disputeButton], "card", "column", "m")
+statementField = FormControl("Statement period", statementPicker, "Select a period to view statements and activity")
+statementPicker = DatePicker("statement_period", "range")
+alertsField = FormControl("Alert preferences", alertOptions, "Choose the events that should notify you")
+alertOptions = CheckBoxGroup("alerts", [lowBalanceAlert, largePurchaseAlert, billDueAlert])
+lowBalanceAlert = CheckBoxItem("Low balance", "Notify me when checking falls below $250", "low_balance", true)
+largePurchaseAlert = CheckBoxItem("Large purchase", "Notify me about card purchases over $250", "large_purchase", true)
+billDueAlert = CheckBoxItem("Bill due", "Remind me three days before a scheduled bill", "bill_due", true)
+freezeControls = Buttons([freezeButton])
+freezeButton = Button("Freeze credit line", null, "secondary")
+disputeButton = DialogBlock("Dispute a transaction", "Dispute a transaction", "Choose the transaction you want us to review.", [disputeText, disputeForm], "outline")
+disputeText = TextContent("We will temporarily review the charge and keep you updated on the investigation.")
+disputeForm = Form("dispute-transaction", disputeButtons, [disputeTransactionField, disputeReasonField])
+disputeTransactionField = FormControl("Transaction", disputeTransactionSelect)
+disputeTransactionSelect = Select("dispute_transaction", [greenMarketOption, metroOption, streamWaveOption], "Select a transaction")
+greenMarketOption = SelectItem("green-market", "Green Market • -$64.28")
+metroOption = SelectItem("metro", "Metro Transit • -$2.75")
+streamWaveOption = SelectItem("streamwave", "StreamWave • -$15.99")
+disputeReasonField = FormControl("Reason", disputeReasonInput)
+disputeReasonInput = TextArea("dispute_reason", "Tell us what looks incorrect", 3)
+disputeButtons = Buttons([submitDisputeButton])
+submitDisputeButton = Button("Submit dispute", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-bank__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r3.txt
new file mode 100644
index 000000000..bbe6358b6
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r3.txt
@@ -0,0 +1,62 @@
+root = Card([header, balanceSection, activitySection, spendingSection, billsSection, goalsSection, creditSection, transferSection, controlsSection], "clear", "column", "l")
+header = CardHeader("Good morning, Alex", "Your personal banking overview")
+balanceSection = Card([balanceHeading, balances], "card", "column", "m")
+balanceHeading = Heading("Account balances", "h2")
+balances = Table([accountCol, balanceCol, availableCol])
+accountCol = Col("Account", ["Everyday Checking", "High-Yield Savings", "Travel Rewards Credit"])
+balanceCol = Col("Balance", ["$4,286.19", "$12,740.00", "-$1,184.62"])
+availableCol = Col("Available", ["$4,286.19", "$12,740.00", "$5,815.38"])
+activitySection = Card([activityHeading, transactions, disputeAction], "card", "column", "m")
+activityHeading = Heading("Recent transactions", "h2")
+transactions = Table([merchantCol, transactionDateCol, amountCol])
+merchantCol = Col("Merchant", ["Green Market", "Metro Transit", "CloudStream", "Paycheck Deposit"])
+transactionDateCol = Col("Date", ["Today", "Yesterday", "Aug 15", "Aug 14"])
+amountCol = Col("Amount", ["-$64.28", "-$2.75", "-$15.99", "+$2,940.00"])
+disputeAction = Buttons([disputeButton])
+disputeButton = Button("Dispute a transaction", null, "secondary")
+spendingSection = Card([spendingHeading, spendingChart], "card", "column", "m")
+spendingHeading = Heading("This month's spending", "h2")
+spendingChart = PieChart(["Dining", "Groceries", "Transport", "Shopping", "Entertainment"], [318, 246, 112, 184, 96], "donut")
+billsSection = Card([billsHeading, bills], "card", "column", "m")
+billsHeading = Heading("Bills due soon", "h2")
+bills = ListBlock([billOne, billTwo, billThree])
+billOne = ListItem("Travel Rewards Credit", "$184.62 minimum payment due Aug 22", null, "Pay now")
+billTwo = ListItem("Electricity", "$86.40 due Aug 25", null, "Pay now")
+billThree = ListItem("Internet service", "$59.99 due Aug 28", null, "Pay now")
+goalsSection = Card([goalHeading, vacationProgress, goalText], "card", "column", "m")
+goalHeading = Heading("Vacation savings goal", "h2")
+vacationProgress = Progress(68, "$3,400 of $5,000 saved")
+goalText = TextContent("You are $1,600 away from your summer vacation fund.", "small")
+creditSection = Card([creditHeading, scoreBadge, scoreText, freezeControls], "card", "column", "m")
+creditHeading = Heading("Credit health", "h2")
+scoreBadge = Badge("Credit score: 742", "secondary")
+scoreText = TextContent("Excellent standing • Updated today", "small")
+freezeControls = SwitchGroup("credit-line-controls", [freezeSwitch], "sunk")
+freezeSwitch = SwitchItem("Freeze credit line", "Temporarily block new purchases and cash advances.", "freeze-credit-line", false)
+transferSection = Card([transferHeading, transferForm], "card", "column", "m")
+transferHeading = Heading("Move money", "h2")
+transferForm = Form("account-transfer", transferButtons, [fromField, toField, transferAmountField])
+fromField = FormControl("From", fromSelect)
+fromSelect = Select("from-account", [fromChecking, fromSavings], "Choose an account")
+fromChecking = SelectItem("checking", "Everyday Checking • $4,286.19")
+fromSavings = SelectItem("savings", "High-Yield Savings • $12,740.00")
+toField = FormControl("To", toSelect)
+toSelect = Select("to-account", [toChecking, toSavings], "Choose an account")
+toChecking = SelectItem("checking", "Everyday Checking • $4,286.19")
+toSavings = SelectItem("savings", "High-Yield Savings • $12,740.00")
+transferAmountField = FormControl("Amount", transferAmountInput)
+transferAmountInput = Input("transfer-amount", "0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+controlsSection = Card([statementHeading, statementField, alertsHeading, alertControls], "card", "column", "m")
+statementHeading = Heading("Statements", "h2")
+statementField = FormControl("Statement period", statementSelect)
+statementSelect = Select("statement-period", [periodCurrent, periodJuly, periodJune], "Select a period")
+periodCurrent = SelectItem("august-2026", "August 1–18, 2026")
+periodJuly = SelectItem("july-2026", "July 1–31, 2026")
+periodJune = SelectItem("june-2026", "June 1–30, 2026")
+alertsHeading = Heading("Alert preferences", "h2")
+alertControls = SwitchGroup("alert-preferences", [largePurchaseAlert, lowBalanceAlert, billDueAlert], "sunk")
+largePurchaseAlert = SwitchItem("Large purchases", "Alert me for card purchases over $250.", "large-purchase-alert", true)
+lowBalanceAlert = SwitchItem("Low checking balance", "Alert me when checking falls below $500.", "low-balance-alert", true)
+billDueAlert = SwitchItem("Upcoming bills", "Alert me three days before a bill is due.", "bill-due-alert", true)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-bank__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r4.txt
new file mode 100644
index 000000000..496f69892
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-bank__r4.txt
@@ -0,0 +1,84 @@
+root = Card([header, overview, accounts, transactionsSection, spendingSection, billsSection, goalSection, creditSection, transferSection, statementSection, alertsSection, disputeSection], "clear", "column", "l")
+header = CardHeader("Good morning, Jordan", "Your personal banking overview")
+overview = Callout("info", "Available to use", "$8,420.16 across checking and savings. Your next bill is due in 3 days.")
+accounts = Card([accountsTitle, accountTable], "card", "column", "s")
+accountsTitle = Heading("Account balances", "h2")
+accountTable = Table([accountName, accountType, accountBalance])
+accountName = Col("Account", ["Everyday Checking", "High-Yield Savings", "Platinum Credit Card"])
+accountType = Col("Type", ["Checking", "Savings", "Credit"])
+accountBalance = Col("Balance", ["$3,245.18", "$5,174.98", "-$842.37"])
+transactionsSection = Card([transactionsTitle, transactionTable, disputeButton], "card", "column", "s")
+transactionsTitle = Heading("Recent transactions", "h2")
+transactionTable = Table([transactionMerchant, transactionDate, transactionAmount])
+transactionMerchant = Col("Merchant", ["Green Market", "Metro Transit", "CloudStream", "Harbor Cafe", "Northside Pharmacy"])
+transactionDate = Col("Date", ["Aug 17", "Aug 16", "Aug 15", "Aug 14", "Aug 13"])
+transactionAmount = Col("Amount", ["-$64.28", "-$18.00", "-$15.99", "-$12.45", "-$27.63"])
+disputeButton = DialogBlock("Dispute a transaction", "Dispute a transaction", "Choose the transaction and tell us what happened.", [disputeForm])
+disputeForm = Form("transaction-dispute", disputeButtons, [disputeTransactionField, disputeReasonField, disputeDetailsField])
+disputeTransactionField = FormControl("Transaction", disputeTransactionSelect)
+disputeTransactionSelect = Select("dispute_transaction", [disputeOptionOne, disputeOptionTwo, disputeOptionThree], "Select a transaction")
+disputeOptionOne = SelectItem("green-market", "Green Market — $64.28")
+disputeOptionTwo = SelectItem("metro-transit", "Metro Transit — $18.00")
+disputeOptionThree = SelectItem("cloudstream", "CloudStream — $15.99")
+disputeReasonField = FormControl("Reason", disputeReasonSelect)
+disputeReasonSelect = Select("dispute_reason", [reasonUnrecognized, reasonIncorrect, reasonDuplicate], "Select a reason")
+reasonUnrecognized = SelectItem("unrecognized", "I do not recognize this charge")
+reasonIncorrect = SelectItem("incorrect", "The amount is incorrect")
+reasonDuplicate = SelectItem("duplicate", "I was charged more than once")
+disputeDetailsField = FormControl("Details", disputeDetailsInput)
+disputeDetailsInput = TextArea("dispute_details", "Add any helpful details", 3)
+disputeButtons = Buttons([submitDisputeButton, cancelDisputeButton])
+submitDisputeButton = Button("Submit dispute", null, "primary")
+cancelDisputeButton = Button("Cancel", null, "tertiary")
+spendingSection = Card([spendingTitle, spendingChart], "card", "column", "s")
+spendingTitle = Heading("Spending this month", "h2")
+spendingChart = PieChart(["Dining", "Groceries", "Transport", "Shopping", "Subscriptions"], [286, 421, 146, 198, 64], "donut")
+billsSection = Card([billsTitle, billsList], "card", "column", "s")
+billsTitle = Heading("Bills due soon", "h2")
+billsList = ListBlock([billOne, billTwo, billThree])
+billOne = ListItem("Electricity", "Due Aug 21 • Estimated $86.40", null, "Pay bill")
+billTwo = ListItem("Internet", "Due Aug 24 • $69.99", null, "Pay bill")
+billThree = ListItem("Credit card payment", "Due Aug 28 • Minimum $45.00", null, "Make payment")
+goalSection = Card([goalTitle, vacationProgress, goalText], "card", "column", "s")
+goalTitle = Heading("Vacation savings goal", "h2")
+vacationProgress = Progress(64, "64% of your $8,000 goal")
+goalText = TextContent("$5,175 saved • $2,825 to go • Target: June 2027")
+creditSection = Card([creditTitle, creditScore, creditText, freezeCreditButton], "card", "column", "s")
+creditTitle = Heading("Credit health", "h2")
+creditScore = RadialChart(["Credit score"], [742])
+creditText = TextContent("742 • Excellent range • Updated Aug 16", "large-heavy")
+freezeCreditButton = AlertDialogBlock("Freeze credit line", "Freeze your credit line?", "New purchases will be declined until you unfreeze the line. Recurring charges may still process.", "Freeze line", "Keep active", "destructive")
+transferSection = Card([transferTitle, transferForm], "card", "column", "s")
+transferTitle = Heading("Move money", "h2")
+transferForm = Form("account-transfer", transferButtons, [fromAccountField, toAccountField, transferAmountField])
+fromAccountField = FormControl("From", fromAccountSelect)
+fromAccountSelect = Select("from_account", [fromChecking, fromSavings], "Choose an account")
+fromChecking = SelectItem("checking", "Everyday Checking • $3,245.18")
+fromSavings = SelectItem("savings", "High-Yield Savings • $5,174.98")
+toAccountField = FormControl("To", toAccountSelect)
+toAccountSelect = Select("to_account", [toChecking, toSavings, toCredit], "Choose an account")
+toChecking = SelectItem("checking", "Everyday Checking")
+toSavings = SelectItem("savings", "High-Yield Savings")
+toCredit = SelectItem("credit", "Platinum Credit Card")
+transferAmountField = FormControl("Amount", transferAmountInput)
+transferAmountInput = Input("transfer_amount", "$0.00", "number")
+transferButtons = Buttons([transferButton])
+transferButton = Button("Review transfer", null, "primary")
+statementSection = Card([statementTitle, statementForm], "card", "column", "s")
+statementTitle = Heading("Statements", "h2")
+statementForm = Form("statement-period", statementButtons, [statementPeriodField])
+statementPeriodField = FormControl("Statement period", statementPeriodSelect)
+statementPeriodSelect = Select("statement_period", [periodCurrent, periodJuly, periodJune], "Choose a statement period")
+periodCurrent = SelectItem("august-2026", "August 1–18, 2026")
+periodJuly = SelectItem("july-2026", "July 1–31, 2026")
+periodJune = SelectItem("june-2026", "June 1–30, 2026")
+statementButtons = Buttons([viewStatementButton])
+viewStatementButton = Button("View statement", null, "secondary")
+alertsSection = Card([alertsTitle, alertsText, alertSettings], "card", "column", "s")
+alertsTitle = Heading("Alert preferences", "h2")
+alertsText = TextContent("Choose which account activity should notify you.")
+alertSettings = SwitchGroup("alert_triggers", [alertLargePurchase, alertLowBalance, alertBillDue, alertCardDeclined], "sunk")
+alertLargePurchase = SwitchItem("Large purchases", "Notify me for purchases over $250", "large_purchase", true)
+alertLowBalance = SwitchItem("Low checking balance", "Notify me when checking drops below $500", "low_balance", true)
+alertBillDue = SwitchItem("Upcoming bills", "Notify me 3 days before bills are due", "bill_due", true)
+alertCardDeclined = SwitchItem("Declined card transactions", "Notify me immediately when a charge is declined", "card_declined", true)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-creator__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r1.txt
new file mode 100644
index 000000000..12efb2817
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r1.txt
@@ -0,0 +1,53 @@
+root = Card([header, platformFilter, overviewHeading, metrics, growthChart, audienceHeading, audienceChart, contentHeading, bestPosts, scheduleHeading, scheduledPosts, bestTime, inboxHeading, replies, collaborations, composerHeading, scheduleForm], "clear", "column", "l")
+header = CardHeader("Creator Studio", "Your cross-platform command center for August")
+platformFilter = Form("platform-filter", filterButtons, [platformField])
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply platform filter", null, "secondary")
+platformField = FormControl("View platform", platformSelect, "Choose a channel to narrow the dashboard")
+platformSelect = Select("platform", [allPlatforms, instagramPlatform, tiktokPlatform, youtubePlatform, xPlatform], "All platforms", null, "all", "medium")
+allPlatforms = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+youtubePlatform = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+overviewHeading = Heading("Monthly performance", "h2")
+metrics = Table([metricName, metricValue, metricChange])
+metricName = Col("Metric", ["Followers", "Engagement rate", "Earnings this month"])
+metricValue = Col("Value", ["248,620", "6.8%", "$4,860"])
+metricChange = Col("Monthly change", ["+12,480 (+5.3%)", "+0.9 pts", "+18.4%"])
+growthChart = LineChart(["Jul 19", "Jul 26", "Aug 2", "Aug 9", "Aug 16"], [followerSeries], "natural", "Date", "Followers")
+followerSeries = Series("Total followers", [236140, 239780, 242310, 245920, 248620])
+audienceHeading = Heading("Audience split by platform", "h2")
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [112400, 84600, 38200, 13420], "donut", "circular")
+contentHeading = Heading("Best posts this month", "h2")
+bestPosts = Table([postTitle, postPlatform, postReach, postEngagement])
+postTitle = Col("Post", ["Behind the scenes: studio reset", "3 editing shortcuts I use daily", "My creator desk setup"])
+postPlatform = Col("Platform", ["TikTok", "Instagram", "YouTube"])
+postReach = Col("Reach", ["186,400", "142,800", "96,200"])
+postEngagement = Col("Engagement", ["11.2%", "9.6%", "8.9%"])
+scheduleHeading = Heading("Scheduled this week", "h2")
+scheduledPosts = ListBlock([scheduledOne, scheduledTwo, scheduledThree], "number")
+scheduledOne = ListItem("Monday · 9:00 AM", "Instagram Reel — “Morning workflow in 30 seconds”")
+scheduledTwo = ListItem("Wednesday · 12:30 PM", "TikTok — “Three hooks that stop the scroll”")
+scheduledThree = ListItem("Friday · 5:00 PM", "YouTube Short — “Editing a full video on my phone”")
+bestTime = Callout("info", "Best hour to post: 12:30 PM", "Your historical posts receive the strongest first-hour engagement between 12 PM and 1 PM, especially on Wednesdays.")
+inboxHeading = Heading("Community and partnerships", "h2")
+replies = Alert("14 comments waiting for a reply", "Five high-priority comments are from repeat followers. Responding today can help sustain this week's engagement.", "warning")
+collaborations = ListBlock([collabOne, collabTwo], "number")
+collabOne = ListItem("Lumina Skincare", "Paid Instagram partnership request · Reply due in 2 days", null, "Review request")
+collabTwo = ListItem("FrameLab", "YouTube integration proposal · Product plus $1,200", null, "Review request")
+composerHeading = Heading("Schedule a post", "h2")
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, postPlatformField, postTimeField])
+scheduleButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
+captionField = FormControl("Caption", captionInput, "Write the caption your audience will see")
+captionInput = TextArea("caption", "Share an update with your audience...", 4)
+postPlatformField = FormControl("Platform", postPlatformSelect)
+postPlatformSelect = Select("post_platform", [postInstagram, postTikTok, postYoutube, postX], "Select platform")
+postInstagram = SelectItem("instagram", "Instagram")
+postTikTok = SelectItem("tiktok", "TikTok")
+postYoutube = SelectItem("youtube", "YouTube")
+postX = SelectItem("x", "X")
+postTimeField = FormControl("Publish time", publishTimeInput, "Choose when this post should go live")
+publishTimeInput = Input("publish_time", "2026-08-19 12:30 PM", "text")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-creator__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r2.txt
new file mode 100644
index 000000000..5a7023f0b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r2.txt
@@ -0,0 +1,51 @@
+root = Card([header, platformFilter, overviewHeading, metrics, performanceHeading, bestPosts, audienceHeading, audienceSplit, planningHeading, scheduleList, bestTime, workflowHeading, replyQueue, collaborationQueue, composer], "clear", "column", "l")
+header = CardHeader("Creator Studio", "Your cross-platform command center for August")
+platformFilter = Form("platform-filter", filterButtons, [platformField])
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply platform filter", null, "secondary")
+platformField = FormControl("View platform", platformSelect, "Narrow all metrics and content to a single channel")
+platformSelect = Select("platform", [allPlatforms, instagram, tiktok, youtube, xPlatform], "All platforms", null, "all")
+allPlatforms = SelectItem("all", "All platforms")
+instagram = SelectItem("instagram", "Instagram")
+tiktok = SelectItem("tiktok", "TikTok")
+youtube = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+overviewHeading = Heading("Monthly overview", "h2")
+metrics = Table([metricName, metricValue, metricChange])
+metricName = Col("Metric", ["Total followers", "Engagement rate", "Earnings this month"])
+metricValue = Col("Current", ["248,640", "6.8%", "$8,420"])
+metricChange = Col("Month-over-month", ["+12,480 (+5.3%)", "+0.9 pts", "+18.6%"])
+performanceHeading = Heading("Best posts this month", "h2")
+bestPosts = Table([postTitle, postPlatform, postReach, postEngagement])
+postTitle = Col("Post", ["Behind the scenes: studio reset", "3 editing shortcuts I use daily", "Creator desk tour"])
+postPlatform = Col("Platform", ["TikTok", "Instagram", "YouTube"])
+postReach = Col("Reach", ["186,400", "142,800", "98,600"])
+postEngagement = Col("Engagement", ["11.2%", "9.4%", "8.7%"])
+audienceHeading = Heading("Audience by platform", "h2")
+audienceSplit = PieChart(["Instagram", "TikTok", "YouTube", "X"], [102400, 81400, 48700, 16140], "donut")
+planningHeading = Heading("Publishing plan", "h2")
+scheduleList = ListBlock([scheduledOne, scheduledTwo, scheduledThree], "number")
+scheduledOne = ListItem("Monday · 9:00 AM", "Instagram Reel — “Morning creative ritual”")
+scheduledTwo = ListItem("Wednesday · 12:30 PM", "TikTok — “One-minute lighting setup”")
+scheduledThree = ListItem("Friday · 6:00 PM", "YouTube Short — “Editing before and after”")
+bestTime = Callout("success", "Best hour to post: 12:00 PM", "Your historical data shows the strongest average reach and engagement between 12:00–1:00 PM, especially on TikTok and Instagram.")
+workflowHeading = Heading("Inbox and partnerships", "h2")
+replyQueue = Alert("18 comments need a reply", "Seven are high-intent questions from the last 24 hours. Reply soon to maintain momentum.", "warning")
+collaborationQueue = ListBlock([collabOne, collabTwo, collabThree])
+collabOne = ListItem("Lumina Labs", "Product demo campaign · $1,800 proposed", null, "Review request")
+collabTwo = ListItem("North Coast Coffee", "Sponsored short-form series · $950 proposed", null, "Review request")
+collabThree = ListItem("Frame & Field", "Affiliate partnership inquiry", null, "Review request")
+composer = Form("schedule-post", composerButtons, [captionField, publishTimeField, publishPlatformField])
+composerButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
+captionField = FormControl("Caption", captionInput, "Write the caption your audience will see")
+captionInput = TextArea("caption", "Share your post idea, hook, and call to action...", 4)
+publishTimeField = FormControl("Publish time", publishTimeInput, "Choose a time this week")
+publishTimeInput = Input("publish_time", "Friday, 12:00 PM", "text")
+publishPlatformField = FormControl("Publish to", publishPlatformSelect)
+publishPlatformSelect = Select("publish_platform", [publishInstagram, publishTiktok, publishYoutube, publishX], "Choose platform")
+publishInstagram = SelectItem("instagram", "Instagram")
+publishTiktok = SelectItem("tiktok", "TikTok")
+publishYoutube = SelectItem("youtube", "YouTube")
+publishX = SelectItem("x", "X")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-creator__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r3.txt
new file mode 100644
index 000000000..299414241
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r3.txt
@@ -0,0 +1,76 @@
+root = Card([header, platformFilter, overview, growthChart, performanceSection, audienceChart, scheduleSection, replySection, earningsSection, collaborationSection, composerSection], "clear", "column", "l")
+header = CardHeader("Creator Studio", "Your cross-platform command center for August")
+platformFilter = Form("platform-filter", filterButtons, [platformField])
+platformField = FormControl("View platform", platformSelect, "Narrow analytics, posts, and inbox to one channel")
+platformSelect = Select("platform", [allPlatforms, instagramPlatform, tiktokPlatform, youtubePlatform, xPlatform], "All platforms", null, "all")
+allPlatforms = SelectItem("all", "All platforms")
+instagramPlatform = SelectItem("instagram", "Instagram")
+tiktokPlatform = SelectItem("tiktok", "TikTok")
+youtubePlatform = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+filterButtons = Buttons([applyFilterButton])
+applyFilterButton = Button("Apply filter", null, "secondary")
+overview = Table([metricColumn, valueColumn, changeColumn])
+metricColumn = Col("Overview", ["Total followers", "Engagement rate", "Earnings this month", "Comments awaiting reply"])
+valueColumn = Col("Current", ["284,620", "6.8%", "$8,940", "37"])
+changeColumn = Col("This month", ["+12.4% / +31,420", "+0.9 pts", "+18.7%", "9 urgent"])
+growthChart = LineChart(["Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [followerSeries], "natural", "Date", "Followers")
+followerSeries = Series("Followers", [253200, 260100, 267800, 276400, 284620])
+performanceSection = SectionBlock([bestPostsSection], false)
+bestPostsSection = SectionItem("best-posts", "Best posts this month", [bestPostsTable])
+bestPostsTable = Table([postColumn, platformColumn, reachColumn, engagementColumn])
+postColumn = Col("Post", ["Behind the scenes: studio reset", "3 lighting setups in 30 seconds", "Creator income Q&A"])
+platformColumn = Col("Platform", ["TikTok", "Instagram", "YouTube"])
+reachColumn = Col("Reach", ["842,000", "611,000", "428,000"])
+engagementColumn = Col("Engagement", ["11.2%", "9.4%", "7.8%"])
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [112400, 98100, 54620, 19500], "donut", "circular")
+scheduleSection = SectionBlock([scheduledPostsSection, bestTimeSection], false)
+scheduledPostsSection = SectionItem("scheduled-posts", "Posts scheduled this week", [scheduledPostsTable])
+scheduledPostsTable = Table([scheduledDayColumn, scheduledTimeColumn, scheduledPlatformColumn, scheduledTitleColumn])
+scheduledDayColumn = Col("Day", ["Tue", "Wed", "Fri", "Sun"])
+scheduledTimeColumn = Col("Time", ["10:30 AM", "6:00 PM", "12:15 PM", "5:30 PM"])
+scheduledPlatformColumn = Col("Platform", ["Instagram", "TikTok", "YouTube", "Instagram"])
+scheduledTitleColumn = Col("Post", ["Morning routine reel", "Editing shortcut", "Monthly creator recap", "Community photo dump"])
+bestTimeSection = SectionItem("best-hour", "Best hour to post", [bestTimeCallout, hourlyChart])
+bestTimeCallout = Callout("success", "Best posting window: 6:00 PM", "Your posts published between 5:30–6:30 PM earn 24% more engagement than your average.")
+hourlyChart = BarChart(["9 AM", "12 PM", "3 PM", "6 PM", "9 PM"], [engagementHourSeries], "grouped", "Publish hour", "Avg. engagement %")
+engagementHourSeries = Series("Engagement", [4.1, 5.6, 6.2, 8.4, 6.9])
+replySection = SectionBlock([commentsSection], false)
+commentsSection = SectionItem("reply-comments", "Comments waiting for a reply", [commentsList, replyButtonGroup])
+commentsList = ListBlock([commentOne, commentTwo, commentThree], "number")
+commentOne = ListItem("Maya R. · Instagram", "“Which mic are you using for these voiceovers?”", null, "Reply")
+commentTwo = ListItem("Jordan K. · TikTok", "“Can you share the template from this post?”", null, "Reply")
+commentThree = ListItem("Avery L. · YouTube", "“Loved this breakdown—what should beginners focus on first?”", null, "Reply")
+replyButtonGroup = Buttons([openInboxButton])
+openInboxButton = Button("Open reply inbox", null, "primary")
+earningsSection = SectionBlock([earningsDetailsSection], false)
+earningsDetailsSection = SectionItem("earnings", "Earnings this month", [earningsCallout, earningsTable])
+earningsCallout = Callout("success", "$8,940 earned in August", "You are 18.7% ahead of last month, with $2,160 still pending payout.")
+earningsTable = Table([earningsSourceColumn, earningsAmountColumn, earningsStatusColumn])
+earningsSourceColumn = Col("Source", ["Brand partnerships", "Platform revenue", "Affiliate sales"])
+earningsAmountColumn = Col("Amount", ["$5,200", "$2,480", "$1,260"])
+earningsStatusColumn = Col("Status", ["$1,800 pending", "Paid", "Paid"])
+collaborationSection = SectionBlock([collaborationRequestsSection], false)
+collaborationRequestsSection = SectionItem("collaborations", "Pending collaboration requests", [collaborationList, collaborationButtons])
+collaborationList = ListBlock([collaborationOne, collaborationTwo, collaborationThree], "number")
+collaborationOne = ListItem("Northstar Audio", "Sponsored short-form product demo · Due Aug 29", null, "Review")
+collaborationTwo = ListItem("FrameLab", "YouTube integration proposal · Budget: $1,500", null, "Review")
+collaborationThree = ListItem("Bloom Coffee", "Instagram reel collaboration · Due Sep 2", null, "Review")
+collaborationButtons = Buttons([reviewCollaborationsButton])
+reviewCollaborationsButton = Button("Review 3 requests", null, "secondary")
+composerSection = SectionBlock([scheduleComposerSection], false)
+scheduleComposerSection = SectionItem("schedule-post", "Schedule a post", [postForm])
+postForm = Form("schedule-post", postFormButtons, [captionField, postTimeField, postPlatformField])
+captionField = FormControl("Caption", captionInput, "Add your post copy, hashtags, and call to action")
+captionInput = TextArea("caption", "Write your caption...", 5)
+postTimeField = FormControl("Publish time", postTimeInput, "Choose when this post should go live")
+postTimeInput = Input("publish_time", "Aug 21, 2026 at 6:00 PM")
+postPlatformField = FormControl("Publish to", postPlatformSelect)
+postPlatformSelect = Select("publish_platform", [instagramPublish, tiktokPublish, youtubePublish, xPublish], "Choose a platform")
+instagramPublish = SelectItem("instagram", "Instagram")
+tiktokPublish = SelectItem("tiktok", "TikTok")
+youtubePublish = SelectItem("youtube", "YouTube")
+xPublish = SelectItem("x", "X")
+postFormButtons = Buttons([schedulePostButton, saveDraftButton])
+schedulePostButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-creator__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r4.txt
new file mode 100644
index 000000000..0fc2efbeb
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-creator__r4.txt
@@ -0,0 +1,54 @@
+root = Card([header, platformFilter, summary, growthChart, audienceChart, bestPosts, scheduleSection, bestTime, replyQueue, earnings, collaborations, scheduleForm], "clear", "column", "l")
+header = CardHeader("Creator Studio", "Your cross-platform command center for August")
+platformFilter = Form("platform-filter", filterButtons, [platformField])
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply platform filter", null, "secondary")
+platformField = FormControl("Platform", platformSelect, "Narrow all metrics to one channel")
+platformSelect = Select("platform", [allPlatforms, instagram, tiktok, youtube, xPlatform], "All platforms", null, "all")
+allPlatforms = SelectItem("all", "All platforms")
+instagram = SelectItem("instagram", "Instagram")
+tiktok = SelectItem("tiktok", "TikTok")
+youtube = SelectItem("youtube", "YouTube")
+xPlatform = SelectItem("x", "X")
+summary = Table([metricCol, valueCol, changeCol])
+metricCol = Col("Metric", ["Total followers", "Engagement rate", "Earnings this month", "Pending collaborations"])
+valueCol = Col("Value", ["248,620", "6.8%", "$4,860", "5"])
+changeCol = Col("Monthly change", ["+12,480 (+5.3%)", "+0.9 pts", "+18.4%", "2 new today"])
+growthChart = LineChart(["Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [followersSeries], "natural", "Date", "Followers")
+followersSeries = Series("Followers", [236140, 238900, 241760, 245180, 248620])
+audienceChart = PieChart(["Instagram", "TikTok", "YouTube", "X"], [112400, 78400, 42620, 15200], "donut")
+bestPosts = Table([postTitleCol, platformCol, reachCol, engagementCol])
+postTitleCol = Col("Best posts this month", ["Behind the scenes: studio makeover", "3 edits that changed my workflow", "Weekend city guide", "Creator setup tour"])
+platformCol = Col("Platform", ["TikTok", "Instagram", "YouTube", "X"])
+reachCol = Col("Reach", ["184,200", "121,600", "96,400", "48,900"])
+engagementCol = Col("Engagement", ["11.4%", "9.8%", "8.7%", "7.2%"])
+scheduleSection = ListBlock([scheduledOne, scheduledTwo, scheduledThree], "number")
+scheduledOne = ListItem("Monday · 9:30 AM", "Instagram Reel — “My 5-minute lighting setup”")
+scheduledTwo = ListItem("Wednesday · 12:15 PM", "TikTok — “Editing shortcut you need”")
+scheduledThree = ListItem("Friday · 6:00 PM", "YouTube Short — “Weekly creator recap”")
+bestTime = Callout("success", "Best hour to post: 6:00 PM", "Your historical performance is strongest between 5:30–6:30 PM, with average engagement 24% above your baseline.")
+replyQueue = ListBlock([commentOne, commentTwo, commentThree])
+commentOne = ListItem("@mariaedits", "“Which microphone are you using here?”", null, "Reply")
+commentTwo = ListItem("@jaydencreates", "“Could you share the preset?”", null, "Reply")
+commentThree = ListItem("@sophiafilms", "“This workflow saved me so much time!”", null, "Reply")
+earnings = Callout("info", "Earnings this month: $4,860", "$3,240 from brand partnerships, $1,120 from platform revenue, and $500 from affiliate links.")
+collaborations = ListBlock([collabOne, collabTwo, collabThree])
+collabOne = ListItem("LumaGear", "Product launch campaign · Due for review Aug 20", null, "Review")
+collabTwo = ListItem("Frame & Form", "Sponsored studio tour · Proposed budget $1,200", null, "Review")
+collabThree = ListItem("Northstar Audio", "Podcast equipment partnership · Awaiting response", null, "Review")
+scheduleForm = Form("schedule-post", scheduleButtons, [captionField, postPlatformField, dateField, timeField])
+scheduleButtons = Buttons([scheduleButton, saveDraftButton])
+scheduleButton = Button("Schedule post", null, "primary")
+saveDraftButton = Button("Save draft", null, "tertiary")
+captionField = FormControl("Caption", captionInput)
+captionInput = TextArea("caption", "Write your caption…", 4)
+postPlatformField = FormControl("Publish to", postPlatformSelect)
+postPlatformSelect = Select("publish_platform", [publishInstagram, publishTikTok, publishYoutube, publishX], "Choose a platform")
+publishInstagram = SelectItem("instagram", "Instagram")
+publishTikTok = SelectItem("tiktok", "TikTok")
+publishYoutube = SelectItem("youtube", "YouTube")
+publishX = SelectItem("x", "X")
+dateField = FormControl("Date", postDate)
+postDate = DatePicker("publish_date", "single")
+timeField = FormControl("Time", postTime)
+postTime = Input("publish_time", "6:00 PM", "text")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r1.txt
new file mode 100644
index 000000000..318140d75
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r1.txt
@@ -0,0 +1,108 @@
+root = Card([header, overview, occupancy, erWait, admissions, departmentLoad, staffSection, criticalPatients, dischargePatients, orBookings, supplies, actions], "clear", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational overview")
+overview = Card([occupancyBadge, erBadge, criticalBadge], "sunk", "row", "m", "center", "between", true)
+occupancyBadge = Badge("Bed occupancy: 87%", "secondary")
+erBadge = Badge("ER wait: 42 min", "outline")
+criticalBadge = Badge("6 critical patients", "destructive")
+occupancy = Card([occupancyHeader, occupancyProgress, occupancyTable], "card", "column", "m")
+occupancyHeader = Heading("Bed occupancy", "h2")
+occupancyProgress = Progress(87, "261 of 300 staffed beds occupied")
+occupancyTable = Table([bedUnitCol, bedOccupiedCol, bedAvailableCol])
+bedUnitCol = Col("Unit", ["Medical/Surgical", "ICU", "Telemetry", "Pediatrics"])
+bedOccupiedCol = Col("Occupied", [112, 27, 68, 54], "number")
+bedAvailableCol = Col("Available", [18, 3, 7, 11], "number")
+erWait = Card([erHeader, erCallout, erMetrics], "card", "column", "m")
+erHeader = Heading("Current ER wait", "h2")
+erCallout = Callout("warning", "Elevated emergency department demand", "Current door-to-provider wait is 42 minutes. Six patients are awaiting inpatient beds.")
+erMetrics = Table([erMetricCol, erValueCol])
+erMetricCol = Col("Metric", ["Patients in waiting room", "Door-to-provider", "Longest current wait", "Ambulances inbound"])
+erValueCol = Col("Current", [19, "42 min", "1 hr 18 min", 3])
+admissions = Card([admissionsHeader, admissionsChart], "card", "column", "m")
+admissionsHeader = Heading("Admissions over the past two weeks", "h2")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionSeries], "natural", "Date", "Admissions")
+admissionSeries = Series("Admissions", [42, 47, 45, 39, 36, 34, 41, 48, 52, 50, 44, 38, 46, 49])
+departmentLoad = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = Heading("Patients per department", "h2")
+departmentChart = HorizontalBarChart(["Medical/Surgical", "Emergency", "Telemetry", "Pediatrics", "ICU", "Maternity", "Oncology"], [departmentSeries], "grouped", "Department", "Patients")
+departmentSeries = Series("Current patients", [112, 47, 68, 54, 27, 31, 22])
+staffSection = Card([staffHeader, staffTable], "card", "column", "m")
+staffHeader = Heading("Staff on shift", "h2")
+staffTable = Table([staffNameCol, staffRoleCol, staffUnitCol, staffStatusCol])
+staffNameCol = Col("Staff member", ["Dr. Maya Chen", "Dr. Luis Ramirez", "Jordan Patel, RN", "Avery Morgan, RN", "Samira Khan, RT", "Eli Brooks, PharmD"])
+staffRoleCol = Col("Role", ["Hospitalist", "Emergency physician", "Charge nurse", "ICU nurse", "Respiratory therapist", "Clinical pharmacist"])
+staffUnitCol = Col("Assigned area", ["Medical/Surgical", "Emergency Department", "Telemetry", "ICU", "Critical Care", "Pharmacy"])
+staffStatusCol = Col("Status", ["On shift", "On shift", "On shift", "On shift", "On call", "On shift"])
+criticalPatients = Card([criticalHeader, criticalAlert, criticalTable], "card", "column", "m")
+criticalHeader = Heading("Critical patients", "h2")
+criticalAlert = Alert("Immediate attention required", "Six patients are classified as critical; two require ICU bed placement.", "destructive")
+criticalTable = Table([criticalPatientCol, criticalLocationCol, criticalReasonCol, criticalActionCol])
+criticalPatientCol = Col("Patient", ["Patient A-1042", "Patient B-7719", "Patient C-2854"])
+criticalLocationCol = Col("Location", ["ER Bay 12", "Telemetry 4B", "PACU 3"])
+criticalReasonCol = Col("Concern", ["Septic shock", "Acute respiratory decline", "Post-operative bleeding"])
+criticalActionCol = Col("Next action", ["ICU placement pending", "Rapid response active", "Surgeon notified"])
+dischargePatients = Card([dischargeHeader, dischargeTable], "card", "column", "m")
+dischargeHeader = Heading("Patients ready for discharge", "h2")
+dischargeTable = Table([dischargePatientCol, dischargeUnitCol, dischargeBarrierCol, dischargeTimeCol])
+dischargePatientCol = Col("Patient", ["Patient D-3901", "Patient E-6217", "Patient F-8430", "Patient G-1195"])
+dischargeUnitCol = Col("Unit", ["Medical/Surgical", "Pediatrics", "Telemetry", "Maternity"])
+dischargeBarrierCol = Col("Status", ["Orders complete", "Medication delivery pending", "Transport requested", "Family education complete"])
+dischargeTimeCol = Col("Target", ["10:30 AM", "11:15 AM", "12:00 PM", "1:00 PM"])
+orBookings = Card([orHeader, orTable], "card", "column", "m")
+orHeader = Heading("Today's operating room bookings", "h2")
+orTable = Table([orRoomCol, orTimeCol, orProcedureCol, orTeamCol, orStatusCol])
+orRoomCol = Col("OR", ["OR 1", "OR 2", "OR 3", "OR 5"])
+orTimeCol = Col("Time", ["8:00 AM", "9:30 AM", "11:00 AM", "1:00 PM"])
+orProcedureCol = Col("Procedure", ["Laparoscopic cholecystectomy", "Total knee arthroplasty", "Appendectomy", "Cesarean delivery"])
+orTeamCol = Col("Lead team", ["Dr. Foster", "Dr. Nguyen", "Dr. Shah", "Dr. Bennett"])
+orStatusCol = Col("Status", ["In progress", "Pre-op", "Scheduled", "Scheduled"])
+supplies = Card([suppliesHeader, suppliesAlert, suppliesTable], "card", "column", "m")
+suppliesHeader = Heading("Supplies running low", "h2")
+suppliesAlert = Callout("warning", "Replenishment recommended", "Three items are below the preferred reorder threshold.")
+suppliesTable = Table([supplyItemCol, supplyLocationCol, supplyOnHandCol, supplyThresholdCol])
+supplyItemCol = Col("Item", ["N95 respirators", "IV saline bags (1 L)", "Type O-negative blood", "Sterile surgical gloves"])
+supplyLocationCol = Col("Primary location", ["Central Supply", "ER Supply", "Blood Bank", "OR Core"])
+supplyOnHandCol = Col("On hand", [180, 64, 9, 240], "number")
+supplyThresholdCol = Col("Reorder threshold", [250, 100, 12, 300], "number")
+actions = Card([actionHeader, actionButtons, incidentDialog, transferDialog, dayDrawer], "card", "column", "m")
+actionHeader = Heading("Operations actions", "h2")
+actionButtons = Buttons([refreshButton, dischargeButton])
+refreshButton = Button("Refresh command view", null, "secondary")
+dischargeButton = Button("Review discharge queue", null, "tertiary")
+incidentDialog = DialogBlock("File an incident", "File an incident report", "Document an operational, safety, or clinical incident for review.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeInput)
+incidentTypeInput = Select("incident_type", [incidentSafety, incidentClinical, incidentEquipment, incidentSecurity], "Select incident type")
+incidentSafety = SelectItem("safety", "Patient safety")
+incidentClinical = SelectItem("clinical", "Clinical escalation")
+incidentEquipment = SelectItem("equipment", "Equipment or facility")
+incidentSecurity = SelectItem("security", "Security")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "e.g., ER Bay 4")
+incidentDetailsField = FormControl("Details", incidentDetailsInput)
+incidentDetailsInput = TextArea("incident_details", "Describe what happened and any immediate actions taken.", 4)
+incidentButtons = Buttons([submitIncidentButton, cancelIncidentButton])
+submitIncidentButton = Button("Submit incident", null, "primary")
+cancelIncidentButton = Button("Cancel", null, "tertiary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Send a transfer request to bed management and the receiving service.", [transferForm], "default")
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferDestinationField, transferPriorityField, transferReasonField])
+transferPatientField = FormControl("Patient identifier", transferPatientInput)
+transferPatientInput = Input("transfer_patient", "e.g., Patient A-1042")
+transferDestinationField = FormControl("Requested destination", transferDestinationInput)
+transferDestinationInput = Select("transfer_destination", [transferIcu, transferTelemetry, transferMedSurg, transferExternal], "Select destination")
+transferIcu = SelectItem("icu", "Intensive Care Unit")
+transferTelemetry = SelectItem("telemetry", "Telemetry")
+transferMedSurg = SelectItem("medsurg", "Medical/Surgical")
+transferExternal = SelectItem("external", "External facility")
+transferPriorityField = FormControl("Priority", transferPriorityInput)
+transferPriorityInput = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergent], "urgent")
+priorityRoutine = RadioItem("Routine", "Can transfer when bed is available", "routine")
+priorityUrgent = RadioItem("Urgent", "Needs transfer within four hours", "urgent")
+priorityEmergent = RadioItem("Emergent", "Immediate higher-level care needed", "emergent")
+transferReasonField = FormControl("Clinical reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Summarize the reason for transfer.", 3)
+transferButtons = Buttons([submitTransferButton, cancelTransferButton])
+submitTransferButton = Button("Send transfer request", null, "primary")
+cancelTransferButton = Button("Cancel", null, "tertiary")
+dayDrawer = DrawerBlock("View another day", "Select operational date", "Review a prior or upcoming daily command view.", [dayCalendar, dayNote])
+dayCalendar = CalendarBlock("single", "2026-08-01", 1, "dropdown")
+dayNote = TextContent("Choose a date to load its admissions, occupancy, staffing, operating room, and supply snapshot.", "small")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r2.txt
new file mode 100644
index 000000000..cb274648b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r2.txt
@@ -0,0 +1,97 @@
+root = Card([header, statusRow, occupancy, erWait, admissions, departmentPatients, staffing, criticalPatients, dischargePatients, orBookings, supplies, actions], "clear", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational overview")
+statusRow = Card([capacityBadge, liveBadge, datePicker], "clear", "row", "m", "center", "between")
+capacityBadge = Badge("Hospital capacity: 87%", "secondary")
+liveBadge = Badge("Live updates", "outline")
+datePicker = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+occupancy = Card([occupancyHeader, occupancyChart, occupancyNote], "card", "column", "m")
+occupancyHeader = Heading("Bed occupancy", "h2")
+occupancyChart = BarChart(["ICU", "Medical", "Surgical", "Maternity", "Pediatrics"], [occupiedSeries, availableSeries], "stacked", "Department", "Beds")
+occupiedSeries = Series("Occupied", [28, 74, 61, 32, 29])
+availableSeries = Series("Available", [4, 12, 9, 8, 11])
+occupancyNote = TextContent("224 of 268 staffed beds are occupied. ICU capacity is the primary constraint.", "small")
+erWait = Card([erHeader, erAlert, erMetrics], "card", "column", "m")
+erHeader = Heading("Emergency department", "h2")
+erAlert = Alert("Current ER wait: 42 minutes", "18 patients are waiting; 5 have been waiting longer than 30 minutes.", "warning")
+erMetrics = Table([erMetricCol, erValueCol])
+erMetricCol = Col("Measure", ["Patients in waiting room", "Patients in treatment", "Ambulances en route", "Left without being seen"])
+erValueCol = Col("Current", [18, 36, 3, "2.1%"])
+admissions = Card([admissionsHeader, admissionsChart], "card", "column", "m")
+admissionsHeader = Heading("Admissions over the past two weeks", "h2")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionSeries], "natural", "Date", "Admissions")
+admissionSeries = Series("Admissions", [46, 51, 48, 54, 57, 43, 45, 52, 59, 62, 56, 47, 53, 58])
+departmentPatients = Card([departmentHeader, departmentChart], "card", "column", "m")
+departmentHeader = Heading("Patients per department", "h2")
+departmentChart = HorizontalBarChart(["Emergency", "Medical", "Surgical", "ICU", "Pediatrics", "Maternity", "Cardiology"], [patientSeries], "grouped", "Patients", "Department")
+patientSeries = Series("Current patients", [54, 74, 61, 28, 29, 32, 41])
+staffing = Card([staffingHeader, staffingTable], "card", "column", "m")
+staffingHeader = Heading("Staff on shift", "h2")
+staffingTable = Table([staffNameCol, staffRoleCol, staffAreaCol, staffUntilCol])
+staffNameCol = Col("Staff member", ["Dr. Maya Patel", "Jordan Kim, RN", "Luis Romero, RN", "Dr. Ethan Brooks", "Ava Chen, PharmD", "Noah Williams"])
+staffRoleCol = Col("Role", ["Attending physician", "Charge nurse", "ICU nurse", "ER physician", "Clinical pharmacist", "Respiratory therapist"])
+staffAreaCol = Col("Assigned area", ["Medical", "Surgical", "ICU", "Emergency", "Pharmacy", "ICU"])
+staffUntilCol = Col("Shift ends", ["19:00", "19:00", "19:00", "20:00", "18:30", "19:30"])
+criticalPatients = Card([criticalHeader, criticalAlert, criticalTable], "card", "column", "m")
+criticalHeader = Heading("Critical patients", "h2")
+criticalAlert = Callout("error", "3 patients require immediate attention", "Critical-care team and attending physicians have been notified.")
+criticalTable = Table([criticalPatientCol, criticalLocationCol, criticalIssueCol, criticalStatusCol])
+criticalPatientCol = Col("Patient", ["MRN 482913", "MRN 775204", "MRN 190638"])
+criticalLocationCol = Col("Location", ["ICU Bed 12", "ER Bay 7", "Surgical Ward 3B"])
+criticalIssueCol = Col("Primary concern", ["Septic shock", "Acute stroke evaluation", "Post-operative hemorrhage"])
+criticalStatusCol = Col("Status", ["Escalated", "Stroke team en route", "Surgeon notified"])
+dischargePatients = Card([dischargeHeader, dischargeTable], "card", "column", "m")
+dischargeHeader = Heading("Patients ready for discharge", "h2")
+dischargeTable = Table([dischargePatientCol, dischargeUnitCol, dischargeBarrierCol, dischargeTimeCol])
+dischargePatientCol = Col("Patient", ["MRN 318452", "MRN 641907", "MRN 902116", "MRN 556028"])
+dischargeUnitCol = Col("Unit", ["Medical 4A", "Surgical 2C", "Maternity", "Pediatrics"])
+dischargeBarrierCol = Col("Next step", ["Transport arranged", "Medication reconciliation", "Family pickup confirmed", "Final physician sign-off"])
+dischargeTimeCol = Col("Expected", ["11:30", "12:15", "13:00", "14:00"])
+orBookings = Card([orHeader, orTable], "card", "column", "m")
+orHeader = Heading("Today's operating room bookings", "h2")
+orTable = Table([orRoomCol, orTimeCol, orProcedureCol, orSurgeonCol, orStatusCol])
+orRoomCol = Col("OR", ["OR 1", "OR 2", "OR 3", "OR 4", "OR 5"])
+orTimeCol = Col("Time", ["08:00–10:30", "09:00–11:00", "10:45–13:15", "12:00–14:00", "14:30–16:00"])
+orProcedureCol = Col("Procedure", ["Laparoscopic cholecystectomy", "Total knee arthroplasty", "Coronary angiography", "Appendectomy", "Cataract extraction"])
+orSurgeonCol = Col("Lead clinician", ["Dr. Nguyen", "Dr. Ellis", "Dr. Shah", "Dr. Martin", "Dr. Rivera"])
+orStatusCol = Col("Status", ["In progress", "In progress", "Preparing", "Scheduled", "Scheduled"])
+supplies = Card([suppliesHeader, suppliesAlert, suppliesTable], "card", "column", "m")
+suppliesHeader = Heading("Supplies running low", "h2")
+suppliesAlert = Callout("warning", "4 supply items below reorder threshold", "Expedite orders are recommended for critical-care inventory.")
+suppliesTable = Table([supplyItemCol, supplyLocationCol, supplyStockCol, supplyThresholdCol, supplyActionCol])
+supplyItemCol = Col("Item", ["Norepinephrine 4 mg/4 mL", "O-negative blood units", "N95 respirators", "IV infusion pumps"])
+supplyLocationCol = Col("Location", ["ICU pharmacy", "Blood bank", "Central supply", "Biomedical stores"])
+supplyStockCol = Col("On hand", ["18 vials", "6 units", "140 masks", "4 available"])
+supplyThresholdCol = Col("Reorder at", ["25 vials", "10 units", "200 masks", "8 available"])
+supplyActionCol = Col("Action", ["Order placed", "Urgent request", "Order placed", "Maintenance review"])
+actions = Card([incidentDialog, transferDialog, dayActions], "card", "column", "m")
+incidentDialog = DialogBlock("File an incident", "File an incident report", "Document a safety, operational, or clinical incident for review.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [safetyOption, equipmentOption, staffingOption, otherOption], "Select incident type")
+safetyOption = SelectItem("safety", "Patient safety")
+equipmentOption = SelectItem("equipment", "Equipment or facility")
+staffingOption = SelectItem("staffing", "Staffing or workflow")
+otherOption = SelectItem("other", "Other")
+incidentDetailsField = FormControl("Details", incidentDetailsInput)
+incidentDetailsInput = TextArea("incident_details", "Describe what happened, location, and immediate actions taken.", 4)
+incidentButtons = Buttons([submitIncidentButton, cancelIncidentButton])
+submitIncidentButton = Button("Submit incident", null, "primary")
+cancelIncidentButton = Button("Cancel", null, "tertiary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Send a transfer request to a receiving unit or facility.", [transferForm], "default")
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferDestinationField, transferReasonField])
+transferPatientField = FormControl("Patient medical record number", transferPatientInput)
+transferPatientInput = Input("patient_mrn", "Enter MRN")
+transferDestinationField = FormControl("Receiving destination", transferDestinationSelect)
+transferDestinationSelect = Select("transfer_destination", [icuOption, medicalOption, surgicalOption, externalOption], "Choose destination")
+icuOption = SelectItem("icu", "Intensive care unit")
+medicalOption = SelectItem("medical", "Medical unit")
+surgicalOption = SelectItem("surgical", "Surgical unit")
+externalOption = SelectItem("external", "External facility")
+transferReasonField = FormControl("Transfer reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Clinical reason and required level of care.", 3)
+transferButtons = Buttons([submitTransferButton, cancelTransferButton])
+submitTransferButton = Button("Send transfer request", null, "primary")
+cancelTransferButton = Button("Cancel", null, "tertiary")
+dayActions = Buttons([previousDayButton, nextDayButton], "row")
+previousDayButton = Button("View previous day", null, "secondary")
+nextDayButton = Button("View next day", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r3.txt
new file mode 100644
index 000000000..7c1de0cf9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r3.txt
@@ -0,0 +1,101 @@
+root = Card([header, overview, occupancy, admissions, departmentPatients, staffSection, criticalSection, dischargeSection, orSection, suppliesSection, actions], "clear", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational view")
+overview = Card([erWait, occupancyProgress, dayPicker], "card", "row", "m", "stretch", "between", true)
+erWait = Alert("Current ER wait: 42 minutes", "18 patients are waiting; 4 are high-acuity.", "warning")
+occupancyProgress = Progress(87, "Bed occupancy • 261 of 300 beds")
+dayPicker = CalendarBlock("single", "2026-08-01", 1, "dropdown")
+occupancy = Card([occupancyTitle, occupancyTable], "card", "column", "s")
+occupancyTitle = Heading("Bed occupancy by unit", "h2")
+occupancyTable = Table([unitCol, occupiedCol, availableCol, statusCol])
+unitCol = Col("Unit", ["Medical/Surgical", "ICU", "Telemetry", "Pediatrics", "Maternity"])
+occupiedCol = Col("Occupied", [112, 28, 54, 31, 36], "number")
+availableCol = Col("Available", [18, 2, 6, 9, 4], "number")
+statusCol = Col("Status", ["High", "Critical", "High", "Stable", "High"])
+admissions = Card([admissionsTitle, admissionsChart], "card", "column", "s")
+admissionsTitle = Heading("Admissions over the past two weeks", "h2")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionSeries], "natural", "Date", "Admissions")
+admissionSeries = Series("Admissions", [42, 47, 51, 38, 35, 31, 44, 49, 53, 56, 41, 37, 48, 52])
+departmentPatients = Card([departmentTitle, departmentChart], "card", "column", "s")
+departmentTitle = Heading("Patients by department", "h2")
+departmentChart = HorizontalBarChart(["Emergency", "Medical/Surgical", "ICU", "Telemetry", "Pediatrics", "Maternity"], [patientSeries], "grouped", "Department", "Patients")
+patientSeries = Series("Current patients", [18, 112, 28, 54, 31, 36])
+staffSection = Card([staffTitle, staffList], "card", "column", "s")
+staffTitle = Heading("Staff on shift", "h2")
+staffList = ListBlock([staff1, staff2, staff3, staff4, staff5, staff6])
+staff1 = ListItem("Dr. Maya Chen", "Emergency Medicine • ER", null, "Contact")
+staff2 = ListItem("Dr. Samuel Ortiz", "Intensivist • ICU", null, "Contact")
+staff3 = ListItem("Aisha Patel, RN", "Charge Nurse • Medical/Surgical", null, "Contact")
+staff4 = ListItem("Jordan Williams, RN", "Charge Nurse • Telemetry", null, "Contact")
+staff5 = ListItem("Elena Rossi, PharmD", "Clinical Pharmacist • Pharmacy", null, "Contact")
+staff6 = ListItem("Marcus Lee", "Respiratory Therapist • ICU", null, "Contact")
+criticalSection = Card([criticalTitle, criticalAlert, criticalList], "card", "column", "s")
+criticalTitle = Heading("Critical patients", "h2")
+criticalAlert = Alert("3 patients require immediate attention", "Escalation team has been notified for all listed cases.", "destructive")
+criticalList = ListBlock([critical1, critical2, critical3])
+critical1 = ListItem("Patient MRN 204891", "ICU Bed 12 • Septic shock • Vasopressor escalation", null, "Open chart")
+critical2 = ListItem("Patient MRN 177304", "ER Bay 6 • STEMI • Cath lab requested", null, "Open chart")
+critical3 = ListItem("Patient MRN 330517", "Telemetry 418 • Acute respiratory distress", null, "Open chart")
+dischargeSection = Card([dischargeTitle, dischargeTable], "card", "column", "s")
+dischargeTitle = Heading("Patients ready for discharge", "h2")
+dischargeTable = Table([dischargePatientCol, dischargeUnitCol, dischargeBarrierCol, dischargeActionCol])
+dischargePatientCol = Col("Patient", ["MRN 481209", "MRN 518774", "MRN 292640", "MRN 601338"])
+dischargeUnitCol = Col("Unit", ["Medical/Surgical 214", "Pediatrics 307", "Telemetry 406", "Maternity 118"])
+dischargeBarrierCol = Col("Remaining item", ["Transport", "Medication reconciliation", "Family pickup", "Final newborn screening"])
+dischargeActionCol = Col("Status", ["Ready now", "Ready now", "Ready at 14:00", "Ready at 16:00"])
+orSection = Card([orTitle, orTable], "card", "column", "s")
+orTitle = Heading("Today's operating room bookings", "h2")
+orTable = Table([orRoomCol, orTimeCol, orProcedureCol, orTeamCol, orStatusCol])
+orRoomCol = Col("OR", ["OR 1", "OR 2", "OR 3", "OR 4", "OR 5"])
+orTimeCol = Col("Time", ["08:00–10:30", "09:00–11:00", "10:00–12:45", "13:00–15:00", "15:30–17:00"])
+orProcedureCol = Col("Procedure", ["Laparoscopic cholecystectomy", "Total knee arthroplasty", "Coronary angiography", "Appendectomy", "C-section"])
+orTeamCol = Col("Lead", ["Dr. Nguyen", "Dr. Brooks", "Dr. Shah", "Dr. Bennett", "Dr. Alvarez"])
+orStatusCol = Col("Status", ["In progress", "In progress", "Scheduled", "Scheduled", "Scheduled"])
+suppliesSection = Card([suppliesTitle, suppliesAlert, suppliesTable], "card", "column", "s")
+suppliesTitle = Heading("Supplies running low", "h2")
+suppliesAlert = Callout("warning", "Reorder attention needed", "Three items are below their configured par level.")
+suppliesTable = Table([supplyItemCol, supplyLocationCol, supplyOnHandCol, supplyParCol, supplyActionCol])
+supplyItemCol = Col("Item", ["N95 respirators", "IV pump tubing", "O-negative blood units", "Contrast media"])
+supplyLocationCol = Col("Location", ["Central Supply", "ER Supply", "Blood Bank", "Radiology"])
+supplyOnHandCol = Col("On hand", [84, 32, 6, 11], "number")
+supplyParCol = Col("Par level", [150, 75, 12, 25], "number")
+supplyActionCol = Col("Action", ["Order placed", "Reorder now", "Urgent request", "Reorder now"])
+actions = Card([actionTitle, actionButtons, incidentDialog, transferDialog], "card", "column", "s")
+actionTitle = Heading("Operations actions", "h2")
+actionButtons = Buttons([refreshButton, exportButton])
+refreshButton = Button("Refresh command view", null, "primary")
+exportButton = Button("Export daily snapshot", null, "secondary")
+incidentDialog = DialogBlock("File an incident", "File an incident report", "Document a safety, operational, or clinical incident for follow-up.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentFormButtons, [incidentTypeField, incidentLocationField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentTypeSelect)
+incidentTypeSelect = Select("incident_type", [incidentType1, incidentType2, incidentType3, incidentType4], "Select incident type")
+incidentType1 = SelectItem("safety", "Patient safety")
+incidentType2 = SelectItem("equipment", "Equipment or supply")
+incidentType3 = SelectItem("staffing", "Staffing or workflow")
+incidentType4 = SelectItem("security", "Security")
+incidentLocationField = FormControl("Location", incidentLocationInput)
+incidentLocationInput = Input("incident_location", "e.g., ER Bay 4")
+incidentDetailsField = FormControl("Description", incidentDetailsInput)
+incidentDetailsInput = TextArea("incident_details", "Describe what happened and immediate actions taken.", 4)
+incidentFormButtons = Buttons([submitIncidentButton, cancelIncidentButton])
+submitIncidentButton = Button("Submit incident", null, "primary")
+cancelIncidentButton = Button("Cancel", null, "tertiary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Send a transfer request to the receiving unit or facility.", [transferForm], "secondary")
+transferForm = Form("patient-transfer", transferFormButtons, [transferPatientField, transferDestinationField, transferReasonField, transferPriorityField])
+transferPatientField = FormControl("Patient MRN", transferPatientInput)
+transferPatientInput = Input("patient_mrn", "Enter medical record number")
+transferDestinationField = FormControl("Destination", transferDestinationSelect)
+transferDestinationSelect = Select("transfer_destination", [transferDestination1, transferDestination2, transferDestination3, transferDestination4], "Select destination")
+transferDestination1 = SelectItem("icu", "Intensive Care Unit")
+transferDestination2 = SelectItem("telemetry", "Telemetry")
+transferDestination3 = SelectItem("rehab", "Inpatient Rehabilitation")
+transferDestination4 = SelectItem("external", "External facility")
+transferReasonField = FormControl("Clinical reason", transferReasonInput)
+transferReasonInput = TextArea("transfer_reason", "Summarize clinical need and current condition.", 4)
+transferPriorityField = FormControl("Priority", transferPriorityRadio)
+transferPriorityRadio = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergent], "routine")
+priorityRoutine = RadioItem("Routine", "Transfer within 24 hours", "routine")
+priorityUrgent = RadioItem("Urgent", "Transfer within 4 hours", "urgent")
+priorityEmergent = RadioItem("Emergent", "Immediate escalation required", "emergent")
+transferFormButtons = Buttons([submitTransferButton, cancelTransferButton])
+submitTransferButton = Button("Send transfer request", null, "primary")
+cancelTransferButton = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r4.txt
new file mode 100644
index 000000000..48963fa9a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-hospital__r4.txt
@@ -0,0 +1,91 @@
+root = Card([header, status, occupancy, erWait, admissions, departmentLoad, staff, critical, discharge, orBookings, supplies, incidentDialog, dayDrawer, transferDialog], "clear", "column", "l")
+header = CardHeader("Hospital Operations Command", "Tuesday, August 18, 2026 • Live operational overview")
+status = Callout("info", "Command status", "All core systems reporting. Last refresh: 10:42 AM.")
+occupancy = Card([occupancyTitle, occupancyProgress, occupancyDetails], "card", "column", "s")
+occupancyTitle = Heading("Bed occupancy", "h2")
+occupancyProgress = Progress(87, "348 of 400 staffed beds occupied")
+occupancyDetails = TextContent("52 beds available • 18 beds pending turnover • ICU occupancy: 92%", "small")
+erWait = Card([erTitle, erMetric, erNote], "card", "column", "s")
+erTitle = Heading("Current ER wait", "h2")
+erMetric = TextContent("46 minutes", "large-heavy")
+erNote = TextContent("Median door-to-provider time • 31 patients currently in the emergency department", "small")
+admissions = Card([admissionsTitle, admissionsChart], "card", "column", "s")
+admissionsTitle = Heading("Admissions — past two weeks", "h2")
+admissionsChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [admissionSeries], "natural", "Date", "Admissions")
+admissionSeries = Series("Admissions", [42, 47, 51, 44, 39, 36, 41, 48, 53, 50, 46, 38, 45, 49])
+departmentLoad = Card([departmentTitle, departmentChart], "card", "column", "s")
+departmentTitle = Heading("Patients per department", "h2")
+departmentChart = HorizontalBarChart(["Medical-Surgical", "Emergency", "ICU", "Cardiology", "Orthopedics", "Pediatrics"], [departmentSeries], "grouped", "Patients", "Department")
+departmentSeries = Series("Current patients", [126, 31, 22, 48, 37, 29])
+staff = Card([staffTitle, staffTable], "card", "column", "s")
+staffTitle = Heading("Staff on shift", "h2")
+staffTable = Table([staffName, staffRole, staffUnit, staffStatus])
+staffName = Col("Staff member", ["Dr. Maya Chen", "Jordan Williams, RN", "Dr. Samuel Ortiz", "Priya Nair, RN", "Alex Morgan, RT", "Elena Rossi, PharmD"])
+staffRole = Col("Role", ["Hospitalist", "Charge Nurse", "Emergency Physician", "ICU Nurse", "Respiratory Therapist", "Clinical Pharmacist"])
+staffUnit = Col("Unit", ["Medical-Surgical", "Operations", "Emergency Department", "ICU", "Critical Care", "Pharmacy"])
+staffStatus = Col("Status", ["On shift", "On shift", "On shift", "On shift", "On shift", "On call"])
+critical = Card([criticalTitle, criticalAlert, criticalList], "card", "column", "s")
+criticalTitle = Heading("Critical patients", "h2")
+criticalAlert = Alert("3 patients require immediate attention", "Escalations have been sent to the assigned clinical teams.", "destructive")
+criticalList = ListBlock([criticalOne, criticalTwo, criticalThree])
+criticalOne = ListItem("ICU-12 • Patient A.", "Septic shock • Vasopressor escalation • Attending notified")
+criticalTwo = ListItem("ED-07 • Patient B.", "STEMI pathway active • Cath lab requested • Arrival 10:31 AM")
+criticalThree = ListItem("ICU-04 • Patient C.", "Acute respiratory failure • Ventilator support • Rapid response in progress")
+discharge = Card([dischargeTitle, dischargeTable], "card", "column", "s")
+dischargeTitle = Heading("Ready for discharge", "h2")
+dischargeTable = Table([dischargePatient, dischargeUnit, dischargeBarrier])
+dischargePatient = Col("Patient", ["Patient D.", "Patient E.", "Patient F.", "Patient G.", "Patient H."])
+dischargeUnit = Col("Unit", ["Medical-Surgical", "Orthopedics", "Cardiology", "Pediatrics", "Medical-Surgical"])
+dischargeBarrier = Col("Next step", ["Final medication reconciliation", "Transport confirmation", "Discharge summary signature", "Family pickup at 2:00 PM", "Home health referral"])
+orBookings = Card([orTitle, orTable], "card", "column", "s")
+orTitle = Heading("Today's operating room bookings", "h2")
+orTable = Table([orRoom, orTime, orProcedure, orStatus])
+orRoom = Col("OR", ["OR 1", "OR 2", "OR 3", "OR 4", "OR 5"])
+orTime = Col("Time", ["11:00 AM", "12:30 PM", "1:15 PM", "2:00 PM", "3:30 PM"])
+orProcedure = Col("Procedure", ["Laparoscopic cholecystectomy", "Total knee arthroplasty", "Cardiac catheterization", "Appendectomy", "Spinal fusion"])
+orStatus = Col("Status", ["In progress", "Patient prepped", "Scheduled", "Scheduled", "Scheduled"])
+supplies = Card([suppliesTitle, suppliesAlert, suppliesTable], "card", "column", "s")
+suppliesTitle = Heading("Supplies running low", "h2")
+suppliesAlert = Callout("warning", "Reorder attention needed", "Four inventory items are below their established minimum level.")
+suppliesTable = Table([supplyItem, supplyStock, supplyMinimum, supplyAction])
+supplyItem = Col("Supply", ["N95 respirators", "O-negative blood units", "IV infusion pumps", "Contrast media"])
+supplyStock = Col("Available", [84, 6, 9, 12])
+supplyMinimum = Col("Minimum", [120, 10, 15, 20])
+supplyAction = Col("Action", ["Order placed", "Blood bank alerted", "Biomed review", "Expedite vendor"])
+incidentDialog = DialogBlock("File an incident", "File an incident report", "Document a safety, clinical, or operational incident for review.", [incidentForm], "destructive")
+incidentForm = Form("incident-report", incidentButtons, [incidentTypeField, incidentLocationField, incidentDetailsField])
+incidentTypeField = FormControl("Incident type", incidentType)
+incidentType = Select("incident_type", [incidentSafety, incidentClinical, incidentOperational], "Select incident type")
+incidentSafety = SelectItem("safety", "Safety event")
+incidentClinical = SelectItem("clinical", "Clinical event")
+incidentOperational = SelectItem("operational", "Operational issue")
+incidentLocationField = FormControl("Location", incidentLocation)
+incidentLocation = Input("location", "e.g., ICU, Room 12")
+incidentDetailsField = FormControl("Details", incidentDetails)
+incidentDetails = TextArea("details", "Describe what happened and any immediate actions taken.", 4)
+incidentButtons = Buttons([submitIncident, cancelIncident])
+submitIncident = Button("Submit incident", null, "primary")
+cancelIncident = Button("Cancel", null, "tertiary")
+dayDrawer = DrawerBlock("View another day", "Select operational date", "Review occupancy, admissions, bookings, and staffing for another day.", [datePicker, dateButtons])
+datePicker = CalendarBlock("single", "2026-08-18", 1, "dropdown")
+dateButtons = Buttons([loadDay])
+loadDay = Button("Load selected day", null, "primary")
+transferDialog = DialogBlock("Request patient transfer", "Request a patient transfer", "Send a transfer request to the receiving unit or partner facility.", [transferForm], "secondary")
+transferForm = Form("patient-transfer", transferButtons, [transferPatientField, transferDestinationField, transferReasonField, transferPriorityField])
+transferPatientField = FormControl("Patient identifier", transferPatient)
+transferPatient = Input("patient_identifier", "Enter medical record number")
+transferDestinationField = FormControl("Destination", transferDestination)
+transferDestination = Select("destination", [destinationICU, destinationMedSurg, destinationPartner], "Choose receiving destination")
+destinationICU = SelectItem("icu", "Intensive Care Unit")
+destinationMedSurg = SelectItem("medsurg", "Medical-Surgical Unit")
+destinationPartner = SelectItem("partner", "Partner facility")
+transferReasonField = FormControl("Transfer reason", transferReason)
+transferReason = TextArea("transfer_reason", "Clinical reason and required level of care.", 3)
+transferPriorityField = FormControl("Priority", transferPriority)
+transferPriority = RadioGroup("transfer_priority", [priorityRoutine, priorityUrgent, priorityEmergent], "urgent")
+priorityRoutine = RadioItem("Routine", "Transfer can be coordinated within the shift.", "routine")
+priorityUrgent = RadioItem("Urgent", "Transfer needed within four hours.", "urgent")
+priorityEmergent = RadioItem("Emergent", "Immediate transfer required.", "emergent")
+transferButtons = Buttons([submitTransfer, cancelTransfer])
+submitTransfer = Button("Send transfer request", null, "primary")
+cancelTransfer = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r1.txt
new file mode 100644
index 000000000..23e002361
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r1.txt
@@ -0,0 +1,85 @@
+root = Card([header, portfolioHealth, quarterForm, projectTable, overdueSection, budgetSection, utilizationSection, risksSection, deadlinesSection, paceSection, blockedSection, peopleRequest, actions], "clear", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 • PMO operating review")
+portfolioHealth = Callout("info", "Portfolio health: Watchlist", "8 active projects are progressing; Atlas and Mobile Checkout need attention due to delivery risk, milestone slippage, and capacity constraints.")
+quarterForm = Form("review-quarter", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect, "Select a different reporting period")
+quarterSelect = Select("quarter", [q2Option, q3Option, q4Option], "Choose quarter", null, "q3-2026")
+q2Option = SelectItem("q2-2026", "Q2 2026")
+q3Option = SelectItem("q3-2026", "Q3 2026")
+q4Option = SelectItem("q4-2026", "Q4 2026")
+quarterButtons = Buttons([loadQuarterButton])
+loadQuarterButton = Button("Load quarter", null, "secondary")
+projectTable = Table([projectCol, ownerCol, deadlineCol, healthCol])
+projectCol = Col("Active project", ["Atlas Platform", "Mobile Checkout", "Data Governance", "Customer Insights", "Cloud Migration", "Partner Portal", "Security Uplift", "ERP Modernization"])
+ownerCol = Col("Owner", ["Maya Chen", "Luis Romero", "Priya Shah", "Noah Williams", "Elena Petrova", "Samir Patel", "Jordan Lee", "Ava Martin"])
+deadlineCol = Col("Deadline", ["Sep 04, 2026", "Aug 28, 2026", "Sep 18, 2026", "Sep 11, 2026", "Oct 02, 2026", "Sep 25, 2026", "Sep 30, 2026", "Oct 16, 2026"])
+healthCol = Col("Health", ["At risk", "At risk", "On track", "On track", "Watch", "On track", "Watch", "On track"])
+overdueSection = SectionBlock([overdueItem], false)
+overdueItem = SectionItem("overdue", "Overdue milestones (3)", [overdueTable, overdueAlert])
+overdueTable = Table([overdueProjectCol, milestoneCol, dueCol, overdueOwnerCol])
+overdueProjectCol = Col("Project", ["Mobile Checkout", "Atlas Platform", "Cloud Migration"])
+milestoneCol = Col("Milestone", ["Payment gateway certification", "Data model sign-off", "Wave 2 cutover readiness"])
+dueCol = Col("Due date", ["Aug 12, 2026", "Aug 14, 2026", "Aug 16, 2026"])
+overdueOwnerCol = Col("Owner", ["Luis Romero", "Maya Chen", "Elena Petrova"])
+overdueAlert = Alert("Escalation required", "Two overdue milestones are on critical-path work and require recovery dates before the next steering meeting.", "warning")
+budgetSection = SectionBlock([budgetItem], false)
+budgetItem = SectionItem("budget", "Budget spent vs. allocation", [budgetTable])
+budgetTable = Table([budgetProjectCol, allocationCol, spentCol, remainingCol, budgetStatusCol])
+budgetProjectCol = Col("Project", ["Atlas Platform", "Mobile Checkout", "Data Governance", "Customer Insights", "Cloud Migration", "Partner Portal", "Security Uplift", "ERP Modernization"])
+allocationCol = Col("Allocation", ["$1.20M", "$850K", "$620K", "$540K", "$1.50M", "$410K", "$730K", "$1.10M"])
+spentCol = Col("Spent", ["$1.03M", "$790K", "$375K", "$302K", "$1.08M", "$221K", "$498K", "$614K"])
+remainingCol = Col("Remaining", ["$170K", "$60K", "$245K", "$238K", "$420K", "$189K", "$232K", "$486K"])
+budgetStatusCol = Col("Status", ["86% spent", "93% spent", "60% spent", "56% spent", "72% spent", "54% spent", "68% spent", "56% spent"])
+utilizationSection = SectionBlock([utilizationItem], false)
+utilizationItem = SectionItem("utilization", "Team utilization", [utilizationChart, utilizationText])
+utilizationChart = BarChart(["Product", "Engineering", "Design", "Data", "QA", "Operations"], [plannedUtilization, actualUtilization], "grouped", "Team", "Utilization %")
+plannedUtilization = Series("Planned", [82, 85, 78, 76, 80, 72])
+actualUtilization = Series("Actual", [88, 96, 71, 83, 91, 69])
+utilizationText = TextContent("Engineering is over capacity at 96%; Design and Operations have near-term capacity available for rebalancing.", "small")
+risksSection = SectionBlock([risksItem], false)
+risksItem = SectionItem("risks", "Open risks by project", [riskTable])
+riskTable = Table([riskProjectCol, riskDescriptionCol, severityCol, riskOwnerCol])
+riskProjectCol = Col("Project", ["Atlas Platform", "Mobile Checkout", "Cloud Migration", "Security Uplift", "Data Governance"])
+riskDescriptionCol = Col("Risk", ["Vendor API performance may miss SLA", "Certification approval remains unresolved", "Legacy interface defects may delay cutover", "Specialist hiring pipeline is behind plan", "Source-system data quality is inconsistent"])
+severityCol = Col("Severity", ["High", "Critical", "High", "Medium", "Medium"])
+riskOwnerCol = Col("Risk owner", ["Maya Chen", "Luis Romero", "Elena Petrova", "Jordan Lee", "Priya Shah"])
+deadlinesSection = SectionBlock([deadlinesItem], false)
+deadlinesItem = SectionItem("deadlines", "Deadlines in the next two weeks", [deadlineList])
+deadlineList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour, deadlineFive], "number")
+deadlineOne = ListItem("Aug 21 — Atlas Platform", "Architecture decision record approval • Maya Chen")
+deadlineTwo = ListItem("Aug 22 — Security Uplift", "Penetration test remediation complete • Jordan Lee")
+deadlineThree = ListItem("Aug 25 — Customer Insights", "Pilot launch readiness review • Noah Williams")
+deadlineFour = ListItem("Aug 28 — Mobile Checkout", "Production release deadline • Luis Romero")
+deadlineFive = ListItem("Sep 01 — Data Governance", "Policy controls rollout • Priya Shah")
+paceSection = SectionBlock([paceItem], false)
+paceItem = SectionItem("pace", "Delivery pace: past six sprints", [paceChart])
+paceChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [plannedPace, completedPace], "natural", "Sprint", "Story points")
+plannedPace = Series("Planned", [182, 190, 195, 200, 205, 210])
+completedPace = Series("Completed", [176, 184, 171, 193, 188, 201])
+blockedSection = SectionBlock([blockedItem], false)
+blockedItem = SectionItem("blocked", "Blocked work items (5)", [blockedTable])
+blockedTable = Table([blockedProjectCol, workItemCol, blockedReasonCol, blockedSinceCol])
+blockedProjectCol = Col("Project", ["Mobile Checkout", "Atlas Platform", "Cloud Migration", "Security Uplift", "Partner Portal"])
+workItemCol = Col("Work item", ["MOB-482 Payment retry flow", "ATL-217 Customer data schema", "CLD-094 ERP interface test", "SEC-138 MFA rollout", "PRT-066 Partner onboarding API"])
+blockedReasonCol = Col("Blocker", ["External certification response", "Legal data-retention decision", "Test environment instability", "Identity provider configuration", "Partner sandbox credentials"])
+blockedSinceCol = Col("Blocked since", ["Aug 12", "Aug 14", "Aug 15", "Aug 16", "Aug 17"])
+peopleRequest = DialogBlock("Request more people", "Request project staffing", "Submit a capacity request for PMO review.", [staffingForm], "secondary")
+staffingForm = Form("staffing-request", staffingButtons, [staffProjectField, staffingRoleField, staffingCountField, staffingReasonField])
+staffProjectField = FormControl("Project", staffingProjectSelect)
+staffingProjectSelect = Select("staffing_project", [staffAtlas, staffMobile, staffCloud, staffSecurity], "Select project")
+staffAtlas = SelectItem("atlas", "Atlas Platform")
+staffMobile = SelectItem("mobile", "Mobile Checkout")
+staffCloud = SelectItem("cloud", "Cloud Migration")
+staffSecurity = SelectItem("security", "Security Uplift")
+staffingRoleField = FormControl("Role needed", staffingRoleInput)
+staffingRoleInput = Input("role_needed", "e.g., Backend engineer")
+staffingCountField = FormControl("Number of people", staffingCountInput)
+staffingCountInput = Input("headcount", "1", "number")
+staffingReasonField = FormControl("Business justification", staffingReasonInput)
+staffingReasonInput = TextArea("justification", "Describe the delivery impact and requested start date", 3)
+staffingButtons = Buttons([submitStaffingButton, cancelStaffingButton])
+submitStaffingButton = Button("Submit request", null, "primary")
+cancelStaffingButton = Button("Cancel", null, "tertiary")
+actions = Buttons([exportButton, archiveButton])
+exportButton = Button("Export review", null, "secondary")
+archiveButton = AlertDialogBlock("Archive finished project", "Archive a finished project?", "Archived projects are removed from the active portfolio and retained in the historical review record.", "Archive project", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r2.txt
new file mode 100644
index 000000000..071a9c598
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r2.txt
@@ -0,0 +1,90 @@
+root = Card([header, portfolioHealth, quarterControl, activeProjects, overdueMilestones, budgetSection, utilizationSection, riskSection, upcomingDeadlines, deliveryPace, blockedItems, requestPeople, reviewActions, archiveProject], "clear", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 • PMO operating review")
+portfolioHealth = Callout("info", "Portfolio health: Watch", "6 active projects are progressing; delivery capacity and three high-severity risks require attention.")
+quarterControl = Form("quarter-selector", quarterButtons, [quarterField])
+quarterButtons = Buttons([viewQuarterButton])
+viewQuarterButton = Button("View selected quarter", null, "secondary")
+quarterField = FormControl("Review quarter", quarterSelect, "Switch the portfolio review period")
+quarterSelect = Select("quarter", [q2Option, q3Option, q4Option], "Choose a quarter", null, "q3-2026")
+q2Option = SelectItem("q2-2026", "Q2 2026")
+q3Option = SelectItem("q3-2026", "Q3 2026")
+q4Option = SelectItem("q4-2026", "Q4 2026")
+activeProjects = SectionBlock([activeProjectsSection])
+activeProjectsSection = SectionItem("active-projects", "Active projects", [activeProjectsTable])
+activeProjectsTable = Table([projectNameCol, ownerCol, deadlineCol, healthCol])
+projectNameCol = Col("Project", ["Atlas CRM migration", "Northstar mobile app", "Orion data platform", "Phoenix security uplift", "Helix automation", "Nova partner portal"])
+ownerCol = Col("Owner", ["Maya Chen", "Jordan Lee", "Priya Nair", "Ethan Brooks", "Sofia Martinez", "Noah Williams"])
+deadlineCol = Col("Deadline", ["Sep 04", "Sep 12", "Sep 20", "Sep 27", "Oct 02", "Oct 10"])
+healthCol = Col("Health", ["At risk", "On track", "Watch", "At risk", "On track", "Watch"])
+overdueMilestones = SectionBlock([overdueSection])
+overdueSection = SectionItem("overdue-milestones", "Overdue milestones", [overdueList])
+overdueList = ListBlock([overdueOne, overdueTwo, overdueThree], "number")
+overdueOne = ListItem("Atlas: data migration rehearsal", "Due Aug 12 • 6 days overdue • Owner: Maya Chen")
+overdueTwo = ListItem("Phoenix: penetration test sign-off", "Due Aug 14 • 4 days overdue • Owner: Ethan Brooks")
+overdueThree = ListItem("Orion: source-system mapping", "Due Aug 16 • 2 days overdue • Owner: Priya Nair")
+budgetSection = SectionBlock([budgetItem])
+budgetItem = SectionItem("budget", "Budget spent vs. allocation", [budgetTable])
+budgetTable = Table([budgetProjectCol, allocationCol, spentCol, remainingCol])
+budgetProjectCol = Col("Project", ["Atlas CRM migration", "Northstar mobile app", "Orion data platform", "Phoenix security uplift", "Helix automation", "Nova partner portal"])
+allocationCol = Col("Allocated", ["$820k", "$640k", "$1.10m", "$480k", "$350k", "$420k"])
+spentCol = Col("Spent", ["$697k", "$410k", "$814k", "$451k", "$192k", "$228k"])
+remainingCol = Col("Remaining", ["$123k", "$230k", "$286k", "$29k", "$158k", "$192k"])
+utilizationSection = SectionBlock([utilizationItem])
+utilizationItem = SectionItem("team-utilization", "Team utilization", [utilizationChart, utilizationNote])
+utilizationChart = BarChart(["Product", "Engineering", "Design", "Data", "QA", "Security"], [utilizationSeries], "grouped", "Team", "Utilization %")
+utilizationSeries = Series("Allocated capacity", [92, 96, 84, 89, 78, 101])
+utilizationNote = TextContent("Security is over capacity at 101%; Engineering has only 4% remaining capacity.", "small")
+riskSection = SectionBlock([riskItem])
+riskItem = SectionItem("portfolio-risks", "Open risks", [riskTable])
+riskTable = Table([riskProjectCol, riskDescriptionCol, severityCol, riskOwnerCol])
+riskProjectCol = Col("Project", ["Atlas CRM migration", "Phoenix security uplift", "Orion data platform", "Northstar mobile app", "Nova partner portal"])
+riskDescriptionCol = Col("Risk", ["Customer master data quality may delay cutover", "External test vendor has limited availability", "Source-system access is incomplete", "App-store compliance review may slip", "Partner API specification is still changing"])
+severityCol = Col("Severity", ["High", "High", "High", "Medium", "Medium"])
+riskOwnerCol = Col("Owner", ["Maya Chen", "Ethan Brooks", "Priya Nair", "Jordan Lee", "Noah Williams"])
+upcomingDeadlines = SectionBlock([upcomingItem])
+upcomingItem = SectionItem("next-two-weeks", "Deadlines in the next two weeks", [deadlineList])
+deadlineList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour, deadlineFive], "number")
+deadlineOne = ListItem("Aug 20 • Northstar beta release", "Owner: Jordan Lee • On track")
+deadlineTwo = ListItem("Aug 22 • Atlas migration go/no-go", "Owner: Maya Chen • At risk")
+deadlineThree = ListItem("Aug 26 • Helix workflow pilot", "Owner: Sofia Martinez • On track")
+deadlineFour = ListItem("Aug 29 • Phoenix remediation plan", "Owner: Ethan Brooks • At risk")
+deadlineFive = ListItem("Sep 01 • Orion architecture review", "Owner: Priya Nair • Watch")
+deliveryPace = SectionBlock([paceItem])
+paceItem = SectionItem("delivery-pace", "Delivery pace — past six sprints", [paceChart])
+paceChart = LineChart(["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"], [completedSeries, committedSeries], "natural", "Sprint", "Story points")
+completedSeries = Series("Completed", [164, 172, 158, 181, 176, 169])
+committedSeries = Series("Committed", [170, 175, 175, 180, 184, 182])
+blockedItems = SectionBlock([blockedItem])
+blockedItem = SectionItem("blocked-work", "Blocked work items", [blockedList])
+blockedList = ListBlock([blockedOne, blockedTwo, blockedThree, blockedFour], "number")
+blockedOne = ListItem("ATLAS-284: Reconcile duplicate customer records", "Blocked by data stewardship decision • 6 days")
+blockedTwo = ListItem("PHX-117: Deploy endpoint monitoring agent", "Blocked by security vendor access • 4 days")
+blockedThree = ListItem("ORI-392: Build finance data connector", "Blocked by source-system credentials • 3 days")
+blockedFour = ListItem("NOVA-88: Finalize partner onboarding flow", "Blocked by API contract approval • 2 days")
+requestPeople = DialogBlock("Request more people", "Capacity request", "Submit a staffing request for a project.", [staffingForm], "secondary")
+staffingForm = Form("staffing-request", staffingButtons, [staffingProjectField, staffingRoleField, staffingCountField, staffingReasonField])
+staffingButtons = Buttons([submitRequestButton, cancelRequestButton])
+submitRequestButton = Button("Submit request", null, "primary")
+cancelRequestButton = Button("Cancel", null, "tertiary")
+staffingProjectField = FormControl("Project", staffingProjectSelect)
+staffingProjectSelect = Select("staffing_project", [staffAtlas, staffNorthstar, staffOrion, staffPhoenix, staffHelix, staffNova], "Select a project")
+staffAtlas = SelectItem("atlas", "Atlas CRM migration")
+staffNorthstar = SelectItem("northstar", "Northstar mobile app")
+staffOrion = SelectItem("orion", "Orion data platform")
+staffPhoenix = SelectItem("phoenix", "Phoenix security uplift")
+staffHelix = SelectItem("helix", "Helix automation")
+staffNova = SelectItem("nova", "Nova partner portal")
+staffingRoleField = FormControl("Requested role", staffingRoleSelect)
+staffingRoleSelect = Select("requested_role", [roleEngineer, roleAnalyst, roleDesigner, roleQa, roleSecurity], "Select a role")
+roleEngineer = SelectItem("engineer", "Software engineer")
+roleAnalyst = SelectItem("analyst", "Business analyst")
+roleDesigner = SelectItem("designer", "Product designer")
+roleQa = SelectItem("qa", "QA engineer")
+roleSecurity = SelectItem("security", "Security specialist")
+staffingCountField = FormControl("Number of people", staffingCountInput)
+staffingCountInput = Input("headcount", "e.g., 2", "number")
+staffingReasonField = FormControl("Business justification", staffingReasonInput)
+staffingReasonInput = TextArea("justification", "Describe the delivery impact and duration needed", 3)
+reviewActions = Buttons([exportReviewButton])
+exportReviewButton = Button("Export review", null, "primary")
+archiveProject = AlertDialogBlock("Archive finished project", "Archive a finished project?", "Archived projects are removed from active portfolio reporting. You can restore them later from the archive.", "Archive project", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r3.txt
new file mode 100644
index 000000000..3d24f01bc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r3.txt
@@ -0,0 +1,69 @@
+root = Card([header, healthSummary, quarterControl, portfolioTable, overdueSection, budgetSection, utilizationSection, risksSection, deadlinesSection, paceSection, blockedSection, actions], "clear", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 • PMO operating review")
+healthSummary = Alert("Portfolio health: watch list", "5 active projects are in flight; 2 need intervention due to overdue milestones, delivery blockers, or budget pressure.", "warning")
+quarterControl = Form("quarter-selector", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect, "Switch the portfolio review period")
+quarterSelect = Select("quarter", [q2Option, q3Option, q4Option], "Select quarter", null, "q3", "medium")
+q2Option = SelectItem("q2", "Q2 2026")
+q3Option = SelectItem("q3", "Q3 2026")
+q4Option = SelectItem("q4", "Q4 2026")
+quarterButtons = Buttons([refreshReview])
+refreshReview = Button("View quarter", null, "secondary")
+portfolioTable = Table([projectCol, ownerCol, deadlineCol, healthCol, statusCol])
+projectCol = Col("Active project", ["Atlas CRM", "Northstar Mobile", "Ledger Modernization", "Customer Data Hub", "Security Baseline"])
+ownerCol = Col("Owner", ["Maya Chen", "Jordan Patel", "Elena Rossi", "Sam Okafor", "Priya Nair"])
+deadlineCol = Col("Deadline", ["Sep 06", "Sep 12", "Sep 20", "Sep 27", "Oct 04"])
+healthCol = Col("Health", ["At risk", "On track", "At risk", "On track", "Watch"])
+statusCol = Col("Stage", ["Build", "Pilot", "Migration", "Discovery", "Rollout"])
+overdueSection = SectionBlock([overdueItem])
+overdueItem = SectionItem("overdue", "Overdue milestones • 3", [overdueList])
+overdueList = ListBlock([milestoneOne, milestoneTwo, milestoneThree], "number")
+milestoneOne = ListItem("Atlas CRM — Data migration sign-off", "Due Aug 14 • 4 days overdue • Owner: Maya Chen")
+milestoneTwo = ListItem("Ledger Modernization — Reconciliation test", "Due Aug 16 • 2 days overdue • Owner: Elena Rossi")
+milestoneThree = ListItem("Security Baseline — Vendor access review", "Due Aug 17 • 1 day overdue • Owner: Priya Nair")
+budgetSection = SectionBlock([budgetItem])
+budgetItem = SectionItem("budget", "Budget spent vs. allocation", [budgetChart, budgetTable])
+budgetChart = BarChart(["Atlas CRM", "Northstar Mobile", "Ledger Modernization", "Customer Data Hub", "Security Baseline"], [allocatedSeries, spentSeries], "grouped", "Project", "USD (thousands)")
+allocatedSeries = Series("Allocated", [480, 360, 620, 300, 240])
+spentSeries = Series("Spent", [398, 214, 551, 132, 188])
+budgetTable = Table([budgetProjectCol, allocationCol, spentCol, remainingCol])
+budgetProjectCol = Col("Project", ["Atlas CRM", "Northstar Mobile", "Ledger Modernization", "Customer Data Hub", "Security Baseline"])
+allocationCol = Col("Allocation", ["$480k", "$360k", "$620k", "$300k", "$240k"])
+spentCol = Col("Spent", ["$398k", "$214k", "$551k", "$132k", "$188k"])
+remainingCol = Col("Remaining", ["$82k", "$146k", "$69k", "$168k", "$52k"])
+utilizationSection = SectionBlock([utilizationItem])
+utilizationItem = SectionItem("utilization", "Team utilization", [utilizationChart, utilizationText])
+utilizationChart = HorizontalBarChart(["Engineering", "Product", "Design", "Data", "QA"], [utilizationSeries], "grouped", "Team", "Utilization %")
+utilizationSeries = Series("Allocated capacity", [91, 84, 76, 88, 79])
+utilizationText = TextContent("Engineering is above the 85% planning threshold; reserve capacity or add support before the next sprint.", "small")
+risksSection = SectionBlock([risksItem])
+risksItem = SectionItem("risks", "Open risks • 5", [riskTable])
+riskTable = Table([riskProjectCol, riskCol, severityCol, mitigationCol])
+riskProjectCol = Col("Project", ["Atlas CRM", "Northstar Mobile", "Ledger Modernization", "Customer Data Hub", "Security Baseline"])
+riskCol = Col("Risk", ["Source data quality", "App store review timing", "Cutover reconciliation", "Consent model decision", "Vendor remediation delay"])
+severityCol = Col("Severity", ["High", "Medium", "High", "Medium", "High"])
+mitigationCol = Col("Mitigation", ["Daily data triage", "Submit build early", "Parallel validation", "Legal workshop Aug 21", "Escalate vendor SLA"])
+deadlinesSection = SectionBlock([deadlinesItem])
+deadlinesItem = SectionItem("deadlines", "Deadlines in the next two weeks", [deadlineList])
+deadlineList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour, deadlineFive], "number")
+deadlineOne = ListItem("Aug 20 — Northstar Mobile beta release", "Owner: Jordan Patel • Health: On track")
+deadlineTwo = ListItem("Aug 22 — Customer Data Hub consent workshop", "Owner: Sam Okafor • Health: On track")
+deadlineThree = ListItem("Aug 26 — Atlas CRM migration wave 2", "Owner: Maya Chen • Health: At risk")
+deadlineFour = ListItem("Aug 29 — Ledger Modernization cutover readiness", "Owner: Elena Rossi • Health: At risk")
+deadlineFive = ListItem("Sep 01 — Security Baseline control rollout", "Owner: Priya Nair • Health: Watch")
+paceSection = SectionBlock([paceItem])
+paceItem = SectionItem("pace", "Delivery pace • past six sprints", [paceChart])
+paceChart = LineChart(["Sprint 18", "Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23"], [plannedSeries, deliveredSeries], "natural", "Sprint", "Story points")
+plannedSeries = Series("Planned", [92, 96, 94, 98, 100, 102])
+deliveredSeries = Series("Delivered", [88, 91, 86, 93, 89, 95])
+blockedSection = SectionBlock([blockedItem])
+blockedItem = SectionItem("blocked", "Blocked work items • 4", [blockedList])
+blockedList = ListBlock([blockOne, blockTwo, blockThree, blockFour], "number")
+blockOne = ListItem("ATLAS-184 — Resolve duplicate customer records", "Blocked by source-system extract • Atlas CRM • Owner: Data Engineering")
+blockTwo = ListItem("LEDGER-72 — Finalize reconciliation rules", "Blocked by finance sign-off • Ledger Modernization • Owner: Elena Rossi")
+blockThree = ListItem("NORTH-219 — Enable push notification certificates", "Blocked by vendor credentials • Northstar Mobile • Owner: Mobile Platform")
+blockFour = ListItem("SEC-44 — Validate privileged access controls", "Blocked by vendor remediation evidence • Security Baseline • Owner: Priya Nair")
+actions = Buttons([requestPeople, exportReview, archiveProject])
+requestPeople = Button("Request more people", null, "primary")
+exportReview = Button("Export review", null, "secondary")
+archiveProject = Button("Archive finished project", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r4.txt
new file mode 100644
index 000000000..40381cd3e
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-portfolio__r4.txt
@@ -0,0 +1,64 @@
+root = Card([header, healthSummary, quarterControl, activeProjects, overdueMilestones, budgetSection, utilizationSection, risksSection, upcomingDeadlines, deliveryPace, blockedWork, actionButtons, archiveProject], "clear", "column", "l")
+header = CardHeader("Project Portfolio Review", "Q3 2026 • PMO operating review")
+healthSummary = Alert("Portfolio health: Watch", "6 active projects are progressing; Atlas and Horizon need schedule recovery, while staffing demand is approaching capacity.", "warning")
+quarterControl = Form("quarter-selector", quarterButtons, [quarterField])
+quarterField = FormControl("Review quarter", quarterSelect, "Switch the portfolio period")
+quarterSelect = Select("quarter", [q2Option, q3Option, q4Option], "Choose quarter", null, "q3", "small")
+q2Option = SelectItem("q2", "Q2 2026")
+q3Option = SelectItem("q3", "Q3 2026")
+q4Option = SelectItem("q4", "Q4 2026")
+quarterButtons = Buttons([viewQuarterButton])
+viewQuarterButton = Button("View selected quarter", null, "secondary", "normal", "small")
+activeProjects = Table([projectCol, ownerCol, deadlineCol, healthCol])
+projectCol = Col("Active project", ["Atlas Platform", "Horizon Mobile", "Northstar Data", "Relay Automation", "Orion Security"])
+ownerCol = Col("Owner", ["Maya Chen", "Luis Romero", "Priya Shah", "Ethan Brooks", "Nadia Okafor"])
+deadlineCol = Col("Deadline", ["Sep 05, 2026", "Aug 28, 2026", "Sep 12, 2026", "Sep 19, 2026", "Sep 30, 2026"])
+healthCol = Col("Health", ["At risk", "At risk", "On track", "On track", "Watch"])
+overdueMilestones = SectionBlock([overdueSection], false)
+overdueSection = SectionItem("overdue", "Overdue milestones • 3", [overdueList])
+overdueList = ListBlock([overdueOne, overdueTwo, overdueThree], "number")
+overdueOne = ListItem("Atlas: API contract sign-off", "Due Aug 12 • 6 days overdue • Owner: Maya Chen")
+overdueTwo = ListItem("Horizon: Beta accessibility review", "Due Aug 14 • 4 days overdue • Owner: Luis Romero")
+overdueThree = ListItem("Orion: Threat-model approval", "Due Aug 16 • 2 days overdue • Owner: Nadia Okafor")
+budgetSection = SectionBlock([budgetItem], false)
+budgetItem = SectionItem("budget", "Budget spent against allocation", [budgetTable])
+budgetTable = Table([budgetProjectCol, allocationCol, spentCol, remainingCol])
+budgetProjectCol = Col("Project", ["Atlas Platform", "Horizon Mobile", "Northstar Data", "Relay Automation", "Orion Security"])
+allocationCol = Col("Allocation", ["$420k", "$310k", "$280k", "$190k", "$240k"])
+spentCol = Col("Spent", ["$356k", "$287k", "$154k", "$98k", "$201k"])
+remainingCol = Col("Remaining", ["$64k", "$23k", "$126k", "$92k", "$39k"])
+utilizationSection = SectionBlock([utilizationItem], false)
+utilizationItem = SectionItem("utilization", "Team utilization", [utilizationChart, utilizationNote])
+utilizationChart = BarChart(["Engineering", "Design", "Product", "QA", "Data"], [allocatedSeries, availableSeries], "stacked", "Team", "Percent")
+allocatedSeries = Series("Allocated", [91, 84, 88, 79, 73])
+availableSeries = Series("Available", [9, 16, 12, 21, 27])
+utilizationNote = TextContent("Engineering is above the 85% planning threshold; Atlas requires two additional backend engineers to recover its critical path.", "small")
+risksSection = SectionBlock([riskItem], false)
+riskItem = SectionItem("risks", "Open risks • 5", [riskTable])
+riskTable = Table([riskProjectCol, riskDescriptionCol, severityCol])
+riskProjectCol = Col("Project", ["Atlas Platform", "Horizon Mobile", "Northstar Data", "Relay Automation", "Orion Security"])
+riskDescriptionCol = Col("Risk", ["Vendor API capacity may delay integration", "App-store review window is uncertain", "Source data quality is below target", "Workflow adoption is slower than forecast", "External penetration test is not scheduled"])
+severityCol = Col("Severity", ["High", "High", "Medium", "Medium", "High"])
+upcomingDeadlines = SectionBlock([deadlineItem], false)
+deadlineItem = SectionItem("next-two-weeks", "Deadlines in the next two weeks", [deadlineList])
+deadlineList = ListBlock([deadlineOne, deadlineTwo, deadlineThree, deadlineFour], "number")
+deadlineOne = ListItem("Horizon Mobile: Release candidate", "Aug 28 • 10 days away • Owner: Luis Romero")
+deadlineTwo = ListItem("Atlas Platform: Integration readiness review", "Sep 05 • 18 days away • Owner: Maya Chen")
+deadlineThree = ListItem("Northstar Data: Model validation", "Sep 01 • 14 days away • Owner: Priya Shah")
+deadlineFour = ListItem("Relay Automation: Pilot launch", "Aug 29 • 11 days away • Owner: Ethan Brooks")
+deliveryPace = SectionBlock([paceItem], false)
+paceItem = SectionItem("delivery-pace", "Delivery pace • past six sprints", [paceChart])
+paceChart = LineChart(["Sprint 19", "Sprint 20", "Sprint 21", "Sprint 22", "Sprint 23", "Sprint 24"], [committedSeries, completedSeries], "natural", "Sprint", "Story points")
+committedSeries = Series("Committed", [142, 148, 151, 156, 160, 164])
+completedSeries = Series("Completed", [136, 141, 139, 147, 151, 154])
+blockedWork = SectionBlock([blockedItem], false)
+blockedItem = SectionItem("blocked-work", "Blocked work items • 4", [blockedList])
+blockedList = ListBlock([blockedOne, blockedTwo, blockedThree, blockedFour], "number")
+blockedOne = ListItem("AT-184: Partner authentication integration", "Atlas Platform • Blocked by vendor sandbox access • 6 days")
+blockedTwo = ListItem("HM-092: Accessibility remediation", "Horizon Mobile • Blocked by design approval • 4 days")
+blockedThree = ListItem("NS-311: Customer data reconciliation", "Northstar Data • Blocked by source-system extract • 3 days")
+blockedFour = ListItem("OS-057: Security test environment", "Orion Security • Blocked by infrastructure provisioning • 2 days")
+actionButtons = Buttons([requestPeopleButton, exportButton])
+requestPeopleButton = Button("Request more people", null, "primary")
+exportButton = Button("Export review", null, "secondary")
+archiveProject = AlertDialogBlock("Archive finished project", "Archive a completed project?", "Archived projects are removed from the active portfolio and retained in the historical record.", "Archive project", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-power__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-power__r1.txt
new file mode 100644
index 000000000..cae78d505
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-power__r1.txt
@@ -0,0 +1,95 @@
+root = Card([header, overview, capacity, generation, plantTable, outageTable, forecast, marketAndEmissions, maintenance, alerts, controls], "clear", "column", "l")
+header = CardHeader("Grid Operations Console", "National transmission network • Live operational view • Updated 14:32")
+overview = Card([loadMetric, priceMetric, emissionsMetric], "card", "row", "m", "stretch", "between")
+loadMetric = Card([loadTitle, loadValue, loadDetail], "sunk", "column", "xs")
+loadTitle = TextContent("CURRENT NETWORK LOAD", "small-heavy")
+loadValue = TextContent("42.8 GW", "large-heavy")
+loadDetail = TextContent("Demand is 1.6 GW above the same time yesterday.", "small")
+priceMetric = Card([priceTitle, priceValue, priceDetail], "sunk", "column", "xs")
+priceTitle = TextContent("WHOLESALE PRICE", "small-heavy")
+priceValue = TextContent("$86.40 / MWh", "large-heavy")
+priceDetail = TextContent("Day-ahead price • Up 4.2% in the last hour.", "small")
+emissionsMetric = Card([emissionsTitle, emissionsValue, emissionsDetail], "sunk", "column", "xs")
+emissionsTitle = TextContent("EMISSIONS TODAY", "small-heavy")
+emissionsValue = TextContent("18,640 tCO₂e", "large-heavy")
+emissionsDetail = TextContent("Average intensity: 286 gCO₂e/kWh.", "small")
+capacity = Card([capacityHeader, capacityProgress, capacityNote], "card", "column", "s")
+capacityHeader = Heading("Network Capacity", "h3")
+capacityProgress = Progress(82, "42.8 GW of 52.0 GW available transfer capacity")
+capacityNote = Callout("warning", "Reserve margin tightening", "Available operating reserve is 9.2 GW. Evening peak is expected to reach 47.1 GW at 19:00.")
+generation = Card([generationHeader, generationChart, generationText], "card", "column", "s")
+generationHeader = Heading("Generation Split", "h3")
+generationChart = PieChart(["Gas", "Wind", "Solar", "Nuclear", "Hydro", "Coal", "Imports"], [14600, 9200, 6100, 5400, 3600, 2100, 1800], "donut", "circular")
+generationText = TextContent("Total generation: 42.8 GW • Renewables supply 44% of current demand.", "small")
+plantTable = Card([plantHeader, plants], "card", "column", "s")
+plantHeader = Heading("Plant Dispatch", "h3")
+plants = Table([plantName, plantRegion, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Helios Solar Park", "Lakeview Nuclear", "Cedar Falls Hydro", "Eastport Coal"])
+plantRegion = Col("Region", ["Central", "North", "South", "East", "West", "East"])
+plantOutput = Col("Output", ["1,240 MW", "2,180 MW", "1,460 MW", "1,800 MW", "740 MW", "620 MW"])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Derated", "Online", "Standby"])
+outageTable = Card([outageHeader, outageAlert, outages], "card", "column", "s")
+outageHeader = Heading("Active Outages", "h3")
+outageAlert = Alert("3 active events", "One transmission outage is reducing transfer capability into the East region.", "warning")
+outages = Table([outageAsset, outageRegion, outageImpact, outageState])
+outageAsset = Col("Asset / Event", ["East Intertie 400 kV", "Harbor Gas Unit 2", "North Valley 132 kV feeder"])
+outageRegion = Col("Affected region", ["East", "Coastal", "North"])
+outageImpact = Col("Impact", ["850 MW transfer limit", "310 MW unavailable", "42 MW load transferred"])
+outageState = Col("Status", ["Crew dispatched", "Repair in progress", "Restoration 16:00"])
+forecast = Card([forecastHeader, forecastChart, forecastNote], "card", "column", "s")
+forecastHeader = Heading("24-Hour Demand Forecast", "h3")
+forecastChart = LineChart(["15:00", "18:00", "21:00", "00:00", "03:00", "06:00", "09:00", "12:00"], [actualDemand, forecastDemand], "natural", "Time", "GW")
+actualDemand = Series("Current / observed", [42.8, 45.6, 46.2, null, null, null, null, null])
+forecastDemand = Series("Forecast", [43.1, 46.4, 45.8, 39.7, 35.6, 34.2, 38.9, 43.5])
+forecastNote = TextContent("Forecast evening peak: 47.1 GW at 19:00 • Confidence interval: ±1.2 GW.", "small")
+marketAndEmissions = Card([priceDetailCard, emissionsDetailCard], "clear", "row", "m", "stretch")
+priceDetailCard = Card([marketHeader, marketTable], "card", "column", "s")
+marketHeader = Heading("Market Signals", "h3")
+marketTable = Table([marketMetric, marketValue])
+marketMetric = Col("Metric", ["Real-time energy", "Ancillary reserve", "Congestion premium", "Peak-hour forward"])
+marketValue = Col("Value", ["$86.40 / MWh", "$14.20 / MW-h", "$7.80 / MWh", "$112.00 / MWh"])
+emissionsDetailCard = Card([emissionsHeader, emissionsChart, emissionsNote], "card", "column", "s")
+emissionsHeader = Heading("Emissions Mix", "h3")
+emissionsChart = SingleStackedBarChart(["Zero-carbon", "Low-carbon gas", "Coal"], [48, 37, 15])
+emissionsNote = TextContent("Avoided emissions today: 9,820 tCO₂e versus a fossil-only dispatch baseline.", "small")
+maintenance = Card([maintenanceHeader, maintenanceList], "card", "column", "s")
+maintenanceHeader = Heading("Planned Maintenance — August", "h3")
+maintenanceList = ListBlock([maintenanceOne, maintenanceTwo, maintenanceThree, maintenanceFour], "number")
+maintenanceOne = ListItem("Aug 20 • West River Substation", "Transformer inspection; 120 MW switching constraint expected.", null, "View plan")
+maintenanceTwo = ListItem("Aug 23–24 • Lakeview Nuclear", "Scheduled condenser cleaning; Unit 1 limited to 70% output.", null, "View plan")
+maintenanceThree = ListItem("Aug 27 • Central 500 kV corridor", "Protection relay testing; no customer interruption expected.", null, "View plan")
+maintenanceFour = ListItem("Aug 30–31 • South Coast Solar", "Inverter firmware upgrade; up to 180 MW unavailable during daylight.", null, "View plan")
+alerts = Card([alertsHeader, liveAlerts], "card", "column", "s")
+alertsHeader = Heading("Live Alerts", "h3")
+liveAlerts = ListBlock([alertOne, alertTwo, alertThree])
+alertOne = ListItem("14:31 • East reserve margin below operating target", "Margin is 7.4%; monitor imports and fast-start availability.", null, "Acknowledge")
+alertTwo = ListItem("14:26 • Wind output revised downward", "North Ridge forecast reduced by 420 MW for the 18:00–21:00 period.", null, "Review")
+alertThree = ListItem("14:18 • Frequency response activated", "Automatic response delivered 180 MW following generator ramp deviation.", null, "Open event")
+controls = Card([controlHeader, regionForm, curtailmentForm], "card", "column", "m")
+controlHeader = Heading("Operator Controls", "h3")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus operational view on region", regionSelect, "Filters plant, outage, and demand detail to the selected region.")
+regionSelect = Select("region", [allRegions, northRegion, southRegion, eastRegion, westRegion, centralRegion], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+northRegion = SelectItem("north", "North")
+southRegion = SelectItem("south", "South")
+eastRegion = SelectItem("east", "East")
+westRegion = SelectItem("west", "West")
+centralRegion = SelectItem("central", "Central")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region focus", null, "secondary")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailmentRegionField, curtailmentAmountField, curtailmentReasonField])
+curtailmentRegionField = FormControl("Curtailment region", curtailmentRegionSelect)
+curtailmentRegionSelect = Select("curtailment_region", [curtailEast, curtailSouth, curtailNorth, curtailWest, curtailCentral], "Select region")
+curtailEast = SelectItem("east", "East")
+curtailSouth = SelectItem("south", "South")
+curtailNorth = SelectItem("north", "North")
+curtailWest = SelectItem("west", "West")
+curtailCentral = SelectItem("central", "Central")
+curtailmentAmountField = FormControl("Requested reduction", curtailmentAmount, "Dispatchable load reduction in MW.")
+curtailmentAmount = Input("curtailment_mw", "e.g. 250", "number")
+curtailmentReasonField = FormControl("Operating reason", curtailmentReason)
+curtailmentReason = TextArea("curtailment_reason", "Describe the reliability or congestion condition", 3)
+curtailmentButtons = Buttons([issueCurtailmentButton, reviewCurtailmentButton])
+issueCurtailmentButton = Button("Issue curtailment order", null, "primary", "destructive")
+reviewCurtailmentButton = Button("Review eligible loads", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-power__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-power__r2.txt
new file mode 100644
index 000000000..d12b9494c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-power__r2.txt
@@ -0,0 +1,68 @@
+root = Card([header, regionForm, overview, generationSection, plantsSection, outagesSection, forecastSection, maintenanceSection, alertsSection, curtailmentSection, emissionsSection], "clear", "column", "l")
+header = CardHeader("Grid Operations Console", "Live network conditions • Tuesday, 18 August 2026 • 14:35 local")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus region", regionSelect, "Filter operational views to a control area")
+regionSelect = Select("region", [allRegions, northRegion, centralRegion, coastalRegion, southRegion], "All regions", null, "all")
+allRegions = SelectItem("all", "All regions")
+northRegion = SelectItem("north", "North")
+centralRegion = SelectItem("central", "Central")
+coastalRegion = SelectItem("coastal", "Coastal")
+southRegion = SelectItem("south", "South")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region focus", null, "secondary")
+overview = Card([loadHeader, loadTable, capacityProgress, priceAlert], "card", "column", "m")
+loadHeader = Heading("Network load & capacity", "h2")
+loadTable = Table([loadMetric, loadValue, loadChange])
+loadMetric = Col("Metric", ["Current electricity load", "Available capacity", "Operating reserve"])
+loadValue = Col("Value", ["42,680 MW", "48,900 MW", "6,220 MW"])
+loadChange = Col("Status", ["↑ 3.8% vs. prior hour", "87.3% utilized", "14.6% reserve margin"])
+capacityProgress = Progress(87.3, "Network capacity utilization")
+priceAlert = Alert("Current wholesale price", "$96.40 per MWh • Peak pricing expected from 17:00–20:00.", "info")
+generationSection = Card([generationHeader, generationChart, generationTags], "card", "column", "m")
+generationHeader = Heading("Generation split by source", "h2")
+generationChart = PieChart(["Natural gas", "Wind", "Solar", "Hydro", "Nuclear", "Battery"], [16420, 9220, 6140, 4380, 4120, 2400], "donut")
+generationTags = TagBlock(["Natural gas 38.5%", "Wind 21.6%", "Solar 14.4%", "Hydro 10.3%", "Nuclear 9.7%", "Battery 5.6%"])
+plantsSection = Card([plantsHeader, plantsTable], "card", "column", "m")
+plantsHeader = Heading("Plant dispatch", "h2")
+plantsTable = Table([plantName, plantRegion, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Mesa Solar", "Lakeview Hydro", "Harbor Nuclear", "Central Battery"])
+plantRegion = Col("Region", ["Central", "North", "South", "Coastal", "Coastal", "Central"])
+plantOutput = Col("Output", ["1,840 MW", "2,460 MW", "1,180 MW", "940 MW", "1,030 MW", "620 MW"])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Ramping up", "Online", "Discharging"])
+outagesSection = Card([outagesHeader, outageWarning, outagesTable], "card", "column", "m")
+outagesHeader = Heading("Active outages", "h2")
+outageWarning = Callout("warning", "3 active outages", "Total unavailable generation: 1,130 MW. No customer load shedding is currently required.")
+outagesTable = Table([outageAsset, outageRegion, outageImpact, outageCause])
+outageAsset = Col("Asset", ["Eastbank Unit 2", "Cedar 115 kV line", "Valley Solar Inverter Block"])
+outageRegion = Col("Affected region", ["Central", "North", "South"])
+outageImpact = Col("Impact", ["640 MW unavailable", "85 MW transfer constraint", "405 MW unavailable"])
+outageCause = Col("Cause / ETA", ["Boiler feedwater issue • 22:00", "Storm damage • 19 Aug 06:00", "Equipment fault • 18:30"])
+forecastSection = Card([forecastHeader, forecastChart, forecastNote], "card", "column", "m")
+forecastHeader = Heading("24-hour demand forecast", "h2")
+forecastChart = LineChart(["15:00", "18:00", "21:00", "00:00", "03:00", "06:00", "09:00", "12:00"], [forecastSeries], "natural", "Time", "MW")
+forecastSeries = Series("Forecast demand", [42680, 45620, 43840, 38900, 36200, 37450, 41800, 44120])
+forecastNote = TextContent("Forecast peak: 45,620 MW at 18:00. Expected reserve margin at peak: 7.2%.", "small-heavy")
+maintenanceSection = Card([maintenanceHeader, maintenanceList], "card", "column", "m")
+maintenanceHeader = Heading("Planned maintenance — August", "h2")
+maintenanceList = ListBlock([maintenanceOne, maintenanceTwo, maintenanceThree, maintenanceFour])
+maintenanceOne = ListItem("Harbor Nuclear auxiliary transformer", "20–22 Aug • Coastal • 180 MW derate", null, "View work order")
+maintenanceTwo = ListItem("North Ridge Wind turbine inspection", "23 Aug • North • 220 MW expected unavailable", null, "View work order")
+maintenanceThree = ListItem("Cedar substation relay upgrade", "26 Aug • North • Overnight switching window", null, "View work order")
+maintenanceFour = ListItem("Mesa Solar inverter servicing", "29–30 Aug • South • 140 MW expected unavailable", null, "View work order")
+alertsSection = Card([alertsHeader, alertOne, alertTwo, alertThree], "card", "column", "m")
+alertsHeader = Heading("Live alerts", "h2")
+alertOne = Alert("Reserve margin watch", "Central region reserve margin has fallen below the 10% operating target.", "warning")
+alertTwo = Alert("Wind forecast revised", "North Ridge wind output forecast reduced by 380 MW for 17:00–20:00.", "info")
+alertThree = Alert("Transmission outage acknowledged", "Cedar 115 kV line isolation is in progress; field crew is en route.", "default")
+curtailmentSection = Card([curtailmentHeader, curtailmentText, curtailmentButtons], "card", "column", "m")
+curtailmentHeader = Heading("Curtailment control", "h2")
+curtailmentText = TextContent("Order targeted demand curtailment only when reserve conditions require intervention. Current recommendation: standby.", "default")
+curtailmentButtons = Buttons([orderCurtailment, reviewCurtailment])
+orderCurtailment = AlertDialogBlock("Order curtailment", "Confirm curtailment order", "This will issue a request for 250 MW of demand reduction across the selected region.", "Issue order", "Cancel", "destructive")
+reviewCurtailment = Button("Review eligible resources", null, "secondary")
+emissionsSection = Card([emissionsHeader, emissionsTable, emissionsProgress], "card", "column", "m")
+emissionsHeader = Heading("Emissions today", "h2")
+emissionsTable = Table([emissionsMetric, emissionsValue])
+emissionsMetric = Col("Metric", ["Grid emissions", "Average carbon intensity", "Renewable generation share"])
+emissionsValue = Col("Value", ["18,740 tCO₂e", "439 gCO₂e/kWh", "46.0%"])
+emissionsProgress = Progress(46, "Renewable share of generation")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-power__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-power__r3.txt
new file mode 100644
index 000000000..aa6a85994
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-power__r3.txt
@@ -0,0 +1,97 @@
+root = Card([header, controls, overview, capacity, generation, plants, outages, forecast, price, maintenance, alerts, emissions, curtailment], "clear", "column", "l")
+header = CardHeader("Grid Operations Console", "Live network conditions • Tuesday, 18 August 2026 • 14:32 local")
+controls = Card([regionField, controlButtons], "card", "row", "m", "end", "between", true)
+regionField = FormControl("Focus region", regionSelect, "Filters operational detail to the selected service area")
+regionSelect = Select("region", [allRegions, northRegion, metroRegion, coastalRegion, inlandRegion], "All regions", null, "all", "medium")
+allRegions = SelectItem("all", "All regions")
+northRegion = SelectItem("north", "North Region")
+metroRegion = SelectItem("metro", "Metro Region")
+coastalRegion = SelectItem("coastal", "Coastal Region")
+inlandRegion = SelectItem("inland", "Inland Region")
+controlButtons = Buttons([refreshButton, regionalViewButton])
+refreshButton = Button("Refresh live data", null, "secondary")
+regionalViewButton = Button("Open regional view", null, "tertiary")
+overview = Card([loadHeader, loadTable, loadStatus], "card", "column", "s")
+loadHeader = Heading("Current network load", "h2")
+loadTable = Table([loadMetric, loadValue, loadChange])
+loadMetric = Col("Metric", ["System demand", "Available generation", "Operating reserve", "Peak today"])
+loadValue = Col("Current value", ["42,680 MW", "49,120 MW", "6,440 MW", "44,210 MW"])
+loadChange = Col("Change", ["↑ 1.8% / 15 min", "Stable", "15.1%", "13:05 local"])
+loadStatus = Callout("success", "Network remains secure", "Demand is below the afternoon peak forecast and reserve requirements are being met.")
+capacity = Card([capacityHeader, capacityProgress, capacityText], "card", "column", "s")
+capacityHeader = Heading("Capacity headroom", "h2")
+capacityProgress = Progress(87, "42,680 MW of 49,120 MW available capacity")
+capacityText = TextContent("System utilization is 86.9%. Remaining headroom is 6,440 MW; alert threshold begins at 90% utilization.", "small")
+generation = Card([generationHeader, generationChart, generationTags], "card", "column", "s")
+generationHeader = Heading("Generation split by source", "h2")
+generationChart = PieChart(["Natural gas", "Wind", "Solar", "Nuclear", "Hydro", "Battery discharge"], [16400, 10380, 6240, 5400, 4120, 1580], "donut", "circular")
+generationTags = TagBlock(["Natural gas 37.3%", "Wind 23.6%", "Solar 14.2%", "Nuclear 12.3%", "Hydro 9.4%", "Battery 3.2%"])
+plants = Card([plantsHeader, plantsTable], "card", "column", "s")
+plantsHeader = Heading("Plant dispatch", "h2")
+plantsTable = Table([plantName, plantRegion, plantOutput, plantCapacity, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Sunvale Solar", "Lakeview Nuclear", "Cedar Falls Hydro", "Metro Battery Hub"])
+plantRegion = Col("Region", ["Metro", "North", "Inland", "Coastal", "North", "Metro"])
+plantOutput = Col("Output", ["1,840 MW", "2,960 MW", "1,720 MW", "1,350 MW", "980 MW", "620 MW"])
+plantCapacity = Col("Available", ["2,000 MW", "3,400 MW", "2,100 MW", "1,400 MW", "1,100 MW", "800 MW"])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Derated", "Online", "Discharging"])
+outages = Card([outageHeader, outageAlert, outageTable], "card", "column", "s")
+outageHeader = Heading("Active outages", "h2")
+outageAlert = Alert("3 active outages", "No customer load shedding is currently required. Dispatch is covering all contingency impacts.", "warning")
+outageTable = Table([outageAsset, outageRegion, outageImpact, outageState, outageRestore])
+outageAsset = Col("Asset", ["East Junction 230 kV line", "Harbor Unit 3", "Pine Creek feeder"])
+outageRegion = Col("Affected region", ["Coastal", "Metro", "North"])
+outageImpact = Col("Impact", ["420 MW transfer limit", "310 MW unavailable", "18 MW local constraint"])
+outageState = Col("Status", ["Emergency repair", "Forced outage", "Crew dispatched"])
+outageRestore = Col("Estimated restoration", ["18:30", "Tomorrow 06:00", "16:15"])
+forecast = Card([forecastHeader, forecastChart, forecastNote], "card", "column", "s")
+forecastHeader = Heading("Demand forecast — next 24 hours", "h2")
+forecastChart = LineChart(["15:00", "18:00", "21:00", "00:00", "03:00", "06:00", "09:00", "12:00", "15:00"], [forecastSeries, actualSeries], "natural", "Local time", "MW")
+forecastSeries = Series("Forecast", [43100, 44800, 42100, 37600, 34900, 36100, 39800, 43500, 45200])
+actualSeries = Series("Actual", [42680, 0, 0, 0, 0, 0, 0, 0, 0])
+forecastNote = TextContent("Tomorrow's forecast peak: 45,200 MW at 15:00. Expected operating reserve at peak: 8.2%.", "small")
+price = Card([priceHeader, priceTable, priceNote], "card", "column", "s")
+priceHeader = Heading("Wholesale electricity price", "h2")
+priceTable = Table([priceMetric, priceValue])
+priceMetric = Col("Market", ["Real-time system price", "Day-ahead average", "Peak-hour forecast", "Congestion adder"])
+priceValue = Col("Price", ["$86.40 / MWh", "$74.10 / MWh", "$112.00 / MWh", "$6.80 / MWh"])
+priceNote = TextContent("Real-time price increased $4.20/MWh in the last 15 minutes due to evening ramp requirements.", "small")
+maintenance = Card([maintenanceHeader, maintenanceList], "card", "column", "s")
+maintenanceHeader = Heading("Planned maintenance — August", "h2")
+maintenanceList = ListBlock([maintenanceOne, maintenanceTwo, maintenanceThree, maintenanceFour], "number")
+maintenanceOne = ListItem("Lakeview Nuclear — turbine inspection", "22–24 Aug • Coastal • 250 MW planned derate", null, "View work order")
+maintenanceTwo = ListItem("Westgate 500 kV transformer", "25 Aug • Metro • Overnight switching window", null, "View work order")
+maintenanceThree = ListItem("North Ridge Wind — blade inspection", "27–29 Aug • North • Up to 180 MW unavailable", null, "View work order")
+maintenanceFour = ListItem("Cedar Falls Hydro — spillway testing", "30 Aug • North • 120 MW dispatch constraint", null, "View work order")
+alerts = Card([alertsHeader, alertOne, alertTwo, alertThree], "card", "column", "s")
+alertsHeader = Heading("Live alerts", "h2")
+alertOne = Alert("14:31 — Reserve margin narrowing", "Operating reserve fell below 16% after a 420 MW transmission constraint in Coastal.", "warning")
+alertTwo = Alert("14:27 — Wind forecast revised", "North Region wind output is expected to be 540 MW below prior forecast between 18:00 and 21:00.", "info")
+alertThree = Alert("14:18 — Outage crew mobilized", "Pine Creek feeder repair crew is en route; no customer interruptions reported.", "success")
+emissions = Card([emissionsHeader, emissionsTable, emissionsChart], "card", "column", "s")
+emissionsHeader = Heading("Emissions today", "h2")
+emissionsTable = Table([emissionMetric, emissionValue])
+emissionMetric = Col("Metric", ["Total CO₂ emitted", "Average grid intensity", "Avoided renewable emissions", "Gas generation share"])
+emissionValue = Col("Today", ["18,940 tCO₂", "312 gCO₂/kWh", "9,860 tCO₂ avoided", "37.3%"])
+emissionsChart = BarChart(["00:00", "06:00", "12:00", "14:00"], [emissionSeries], "grouped", "Local time", "gCO₂/kWh")
+emissionSeries = Series("Grid carbon intensity", [348, 326, 298, 312])
+curtailment = Card([curtailmentHeader, curtailmentWarning, curtailmentForm], "card", "column", "s")
+curtailmentHeader = Heading("Curtailment order", "h2")
+curtailmentWarning = Callout("warning", "Operator action", "Curtailment orders affect dispatch and may require supervisory approval. Confirm the target region and requested reduction.")
+curtailmentForm = Form("curtailment-order", curtailmentButtons, [curtailmentRegionField, curtailmentAmountField, curtailmentReasonField, curtailmentPriorityField])
+curtailmentRegionField = FormControl("Target region", curtailmentRegionSelect)
+curtailmentRegionSelect = Select("curtailment_region", [curtailmentNorth, curtailmentMetro, curtailmentCoastal, curtailmentInland], "Select a region", ["required"])
+curtailmentNorth = SelectItem("north", "North Region")
+curtailmentMetro = SelectItem("metro", "Metro Region")
+curtailmentCoastal = SelectItem("coastal", "Coastal Region")
+curtailmentInland = SelectItem("inland", "Inland Region")
+curtailmentAmountField = FormControl("Requested reduction (MW)", curtailmentAmountInput, "Maximum recommended automated reduction: 500 MW")
+curtailmentAmountInput = Input("curtailment_mw", "Enter MW", "number", ["required"])
+curtailmentReasonField = FormControl("Operational reason", curtailmentReasonInput)
+curtailmentReasonInput = TextArea("curtailment_reason", "Describe the network condition requiring curtailment", 3, ["required"])
+curtailmentPriorityField = FormControl("Order priority", curtailmentPriorityRadio)
+curtailmentPriorityRadio = RadioGroup("curtailment_priority", [priorityStandard, priorityUrgent], "standard")
+priorityStandard = RadioItem("Standard", "Issue for the next dispatch interval", "standard")
+priorityUrgent = RadioItem("Urgent", "Issue immediately and escalate to supervisor", "urgent")
+curtailmentButtons = Buttons([reviewCurtailmentButton, cancelCurtailmentButton])
+reviewCurtailmentButton = Button("Review curtailment order", null, "primary")
+cancelCurtailmentButton = Button("Clear form", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-power__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-power__r4.txt
new file mode 100644
index 000000000..84b667079
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-power__r4.txt
@@ -0,0 +1,67 @@
+root = Card([header, overview, capacity, generation, plants, outages, forecast, market, maintenance, alerts, regionControl, curtailment, emissions], "clear", "column", "l")
+header = CardHeader("Grid Operations Console", "National transmission network • Live operational view")
+overview = Card([loadMetric, priceMetric], "card", "row", "m", "stretch", "between")
+loadMetric = TextCallout("info", "Current network load", "42.8 GW • 96.4% of forecast demand")
+priceMetric = TextCallout("neutral", "Current wholesale price", "$86.40 per MWh • Up $4.10 in the last hour")
+capacity = Card([capacityHeading, capacityProgress, capacityNote], "card", "column", "s")
+capacityHeading = Heading("Network capacity", "h3")
+capacityProgress = Progress(82, "42.8 GW of 52.0 GW available transfer capacity")
+capacityNote = Callout("warning", "Reserve margin narrowing", "Operating reserve is 9.2 GW. Evening peak is expected between 18:00 and 21:00.")
+generation = Card([generationHeading, generationChart], "card", "column", "s")
+generationHeading = Heading("Generation by source", "h3")
+generationChart = PieChart(["Natural gas", "Wind", "Solar", "Hydro", "Nuclear", "Imports"], [18.6, 9.4, 5.8, 3.7, 3.2, 2.1], "donut", "circular")
+plants = Card([plantsHeading, plantsTable], "card", "column", "s")
+plantsHeading = Heading("Plant dispatch", "h3")
+plantsTable = Table([plantName, plantRegion, plantOutput, plantStatus])
+plantName = Col("Plant", ["Riverside CCGT", "North Ridge Wind", "Mesa Solar", "Lakeview Hydro", "Hartwell Nuclear", "East Intertie"])
+plantRegion = Col("Region", ["Central", "North", "Southwest", "West", "East", "Eastern"])
+plantOutput = Col("Output", ["1,240 MW", "860 MW", "710 MW", "540 MW", "1,120 MW", "680 MW"])
+plantStatus = Col("Status", ["Online", "Online", "Online", "Ramping up", "Online", "Constrained"])
+outages = Card([outagesHeading, outageList], "card", "column", "s")
+outagesHeading = Heading("Active outages", "h3")
+outageList = ListBlock([outageOne, outageTwo, outageThree])
+outageOne = ListItem("Pine Valley 230 kV line", "North region • Forced outage • Restoration estimate 16:30")
+outageTwo = ListItem("Harbor gas turbine 4", "Coastal region • 180 MW unavailable • Investigation in progress")
+outageThree = ListItem("Westgate transformer bank", "West region • Planned isolation • Restoration estimate 19:00")
+forecast = Card([forecastHeading, forecastChart], "card", "column", "s")
+forecastHeading = Heading("24-hour demand forecast", "h3")
+forecastChart = LineChart(["Now", "14:00", "16:00", "18:00", "20:00", "22:00", "00:00", "02:00", "04:00", "06:00", "08:00", "10:00"], [forecastSeries], "natural", "Time", "GW")
+forecastSeries = Series("Forecast demand", [42.8, 43.6, 45.1, 48.7, 49.4, 46.2, 40.8, 37.6, 36.1, 38.9, 43.3, 45.6])
+market = Card([marketHeading, marketText], "card", "column", "s")
+marketHeading = Heading("Market conditions", "h3")
+marketText = TextContent("Real-time energy price is **$86.40/MWh**. Peak-hour price forecast: **$112–$128/MWh**. Ancillary reserve price: **$14.20/MW-h**.")
+maintenance = Card([maintenanceHeading, maintenanceList], "card", "column", "s")
+maintenanceHeading = Heading("Planned maintenance this month", "h3")
+maintenanceList = ListBlock([maintenanceOne, maintenanceTwo, maintenanceThree], "number")
+maintenanceOne = ListItem("Aug 21–22", "South Basin substation breaker replacement • South region")
+maintenanceTwo = ListItem("Aug 25", "Cedar Falls hydro unit inspection • West region")
+maintenanceThree = ListItem("Aug 29–31", "Metro East 500 kV line relay upgrade • East region")
+alerts = Card([alertsHeading, alertOne, alertTwo, alertThree], "card", "column", "s")
+alertsHeading = Heading("Live alerts", "h3")
+alertOne = Alert("Voltage deviation", "North region voltage is 2.8% below target at Pine Valley.", "warning")
+alertTwo = Alert("Wind forecast revised", "North Ridge output forecast reduced by 240 MW for the 19:00 peak.", "info")
+alertThree = Alert("Reserve activation", "Fast-start reserve unit Harbor GT-2 is synchronized and available.", "success")
+regionControl = Card([regionHeading, regionForm], "card", "column", "s")
+regionHeading = Heading("Regional focus", "h3")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("View operational data for", regionSelect)
+regionSelect = Select("region", [allRegions, northRegion, centralRegion, eastRegion, westRegion, southwestRegion], "Select a region", null, "all")
+allRegions = SelectItem("all", "All regions")
+northRegion = SelectItem("north", "North")
+centralRegion = SelectItem("central", "Central")
+eastRegion = SelectItem("east", "East")
+westRegion = SelectItem("west", "West")
+southwestRegion = SelectItem("southwest", "Southwest")
+regionButtons = Buttons([applyRegion])
+applyRegion = Button("Apply region focus", null, "primary")
+curtailment = Card([curtailmentHeading, curtailmentText, curtailmentButtons], "card", "column", "s")
+curtailmentHeading = Heading("Curtailment control", "h3")
+curtailmentText = TextContent("Use only when directed by the system operator. Current estimated relief available: **1,450 MW**.")
+curtailmentButtons = Buttons([orderCurtailment, reviewCurtailment])
+orderCurtailment = Button("Order curtailment", null, "primary", "destructive")
+reviewCurtailment = Button("Review eligible loads", null, "secondary")
+emissions = Card([emissionsHeading, emissionsText, emissionsChart], "card", "column", "s")
+emissionsHeading = Heading("Emissions today", "h3")
+emissionsText = TextContent("Grid emissions: **18,420 tCO₂e** today • Average intensity: **431 gCO₂e/kWh** • 7% lower than yesterday.")
+emissionsChart = BarChart(["00–06", "06–12", "12–18", "18–24"], [emissionsSeries], "grouped", "Period", "tCO₂e")
+emissionsSeries = Series("Estimated emissions", [3820, 4680, 5120, 4800])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-retail__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r1.txt
new file mode 100644
index 000000000..0a707e65f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r1.txt
@@ -0,0 +1,77 @@
+root = Card([header, storeActions, salesSection, trafficSection, performanceSection, bestSellersSection, inventorySection, shiftsSection, promotionsSection, registersSection, reorderSection], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Tuesday, August 18 • Store 042 — Market Street")
+storeActions = Buttons([viewStoreButton, exportButton])
+viewStoreButton = Button("View a different store", null, "secondary")
+exportButton = Button("Export daily report", null, "tertiary")
+salesSection = Card([salesHeader, salesKpis, salesProgress, weeklyComparison], "card", "column", "m")
+salesHeader = Heading("Sales today", "h2")
+salesKpis = Table([salesMetricCol, salesValueCol])
+salesMetricCol = Col("Metric", ["Sales today", "Daily target", "Average basket size", "Returns this week"])
+salesValueCol = Col("Value", ["$18,640", "$22,000", "$42.85", "$1,126"])
+salesProgress = Progress(84.7, "84.7% of daily target")
+weeklyComparison = Callout("info", "This week is ahead", "Sales are $4,280 higher than the same point last week (+9.8%).")
+trafficSection = Card([trafficHeader, trafficChart, trafficNote], "card", "column", "m")
+trafficHeader = Heading("Foot traffic through the day", "h2")
+trafficChart = LineChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM", "6 PM"], [trafficSeries], "natural", "Time", "Visitors")
+trafficSeries = Series("Visitors", [18, 34, 61, 94, 87, 72, 68, 83, 109, 76])
+trafficNote = TextContent("Peak traffic is expected between 5 PM and 6 PM. Current visitor count: 76.", "small")
+performanceSection = Card([performanceHeader, weeklyChart], "card", "column", "m")
+performanceHeader = Heading("This week vs. last week", "h2")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [18420, 18640, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [16980, 17120, 15840, 16210, 18990, 22450, 19780])
+bestSellersSection = Card([bestSellersHeader, bestSellersTable], "card", "column", "m")
+bestSellersHeader = Heading("Best sellers today", "h2")
+bestSellersTable = Table([sellerRankCol, sellerItemCol, sellerUnitsCol, sellerSalesCol])
+sellerRankCol = Col("#", [1, 2, 3, 4, 5], "number")
+sellerItemCol = Col("Item", ["Cold Brew Coffee", "Organic Bananas", "Chicken Caesar Wrap", "Sparkling Water 12-pack", "Greek Yogurt"])
+sellerUnitsCol = Col("Units sold", [86, 74, 52, 41, 39], "number")
+sellerSalesCol = Col("Sales", ["$387.00", "$51.80", "$442.00", "$287.00", "$77.61"])
+inventorySection = Card([inventoryHeader, stockAlert, stockList], "card", "column", "m")
+inventoryHeader = Heading("Inventory attention", "h2")
+stockAlert = Alert("4 items are out of stock", "Reorder priority items before tomorrow's opening.", "warning")
+stockList = ListBlock([stockItemOne, stockItemTwo, stockItemThree, stockItemFour])
+stockItemOne = ListItem("Oat Milk, 1L", "Out of stock • Last delivery: Aug 14", null, "Reorder")
+stockItemTwo = ListItem("Avocado Toast Kit", "Out of stock • 18 units sold yesterday", null, "Reorder")
+stockItemThree = ListItem("AA Batteries, 8-pack", "Out of stock • Shelf location: Aisle 6", null, "Reorder")
+stockItemFour = ListItem("Vanilla Protein Shake", "Out of stock • Supplier lead time: 2 days", null, "Reorder")
+shiftsSection = Card([shiftsHeader, shiftList], "card", "column", "m")
+shiftsHeader = Heading("On shift today", "h2")
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour, shiftFive])
+shiftOne = ListItem("Maya Chen", "Store manager • 8:00 AM–4:00 PM")
+shiftTwo = ListItem("Jordan Williams", "Cashier • 9:00 AM–5:00 PM")
+shiftThree = ListItem("Priya Patel", "Floor associate • 10:00 AM–6:00 PM")
+shiftFour = ListItem("Ethan Brooks", "Stock associate • 11:00 AM–7:00 PM")
+shiftFive = ListItem("Sofia Martinez", "Cashier • 2:00 PM–10:00 PM")
+promotionsSection = Card([promotionsHeader, promotionsTable], "card", "column", "m")
+promotionsHeader = Heading("Running promotions", "h2")
+promotionsTable = Table([promotionCol, promotionStatusCol, promotionRedemptionsCol, promotionSalesCol])
+promotionCol = Col("Promotion", ["Buy 2, get 1 free — Sparkling Water", "20% off prepared meals", "Member double points"])
+promotionStatusCol = Col("Status", ["Active", "Active", "Active"])
+promotionRedemptionsCol = Col("Redemptions", [38, 27, 112], "number")
+promotionSalesCol = Col("Attributed sales", ["$456", "$621", "$1,784"])
+registersSection = Card([registersHeader, registerTable], "card", "column", "m")
+registersHeader = Heading("Registers", "h2")
+registerTable = Table([registerNameCol, registerStatusCol, registerAssociateCol, registerSalesCol])
+registerNameCol = Col("Register", ["Register 1", "Register 2", "Register 3", "Mobile POS"])
+registerStatusCol = Col("Status", ["Open", "Open", "Closed", "Open"])
+registerAssociateCol = Col("Assigned to", ["Jordan Williams", "Sofia Martinez", "—", "Priya Patel"])
+registerSalesCol = Col("Sales today", ["$6,820", "$5,940", "$0", "$5,880"])
+reorderSection = Card([reorderHeader, reorderForm], "card", "column", "m")
+reorderHeader = Heading("Reorder an item", "h2")
+reorderForm = Form("reorder-item", reorderButtons, [reorderItemField, reorderQuantityField, reorderPriorityField])
+reorderItemField = FormControl("Item", reorderItemSelect)
+reorderItemSelect = Select("item", [reorderOatMilk, reorderAvocadoKit, reorderBatteries, reorderProteinShake], "Choose an out-of-stock item")
+reorderOatMilk = SelectItem("oat-milk", "Oat Milk, 1L")
+reorderAvocadoKit = SelectItem("avocado-kit", "Avocado Toast Kit")
+reorderBatteries = SelectItem("batteries", "AA Batteries, 8-pack")
+reorderProteinShake = SelectItem("protein-shake", "Vanilla Protein Shake")
+reorderQuantityField = FormControl("Quantity", reorderQuantityInput, "Suggested quantity is based on the last 14 days of sales.")
+reorderQuantityInput = Input("quantity", "Enter units", "number")
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [priorityStandard, priorityUrgent], "Select priority")
+priorityStandard = SelectItem("standard", "Standard delivery")
+priorityUrgent = SelectItem("urgent", "Urgent delivery")
+reorderButtons = Buttons([submitReorderButton, saveDraftButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+saveDraftButton = Button("Save draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-retail__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r2.txt
new file mode 100644
index 000000000..a024ceebf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r2.txt
@@ -0,0 +1,49 @@
+root = Card([header, alert, kpiTable, salesProgress, trafficHeading, trafficChart, bestSellerHeading, bestSellerTable, inventoryHeading, stockoutList, shiftHeading, shiftList, returnsHeading, returnsTable, promotionHeading, promotionTable, registerHeading, registerTable, comparisonHeading, comparisonChart, actions], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown Market • Tuesday, August 18")
+alert = Alert("2 items need attention", "Sparkling Water 12-packs and Large Paper Bags are out of stock.", "warning")
+kpiTable = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Today at a glance", ["Sales today", "Average basket", "Returns this week"])
+kpiValue = Col("Value", ["$8,460", "$42.30", "$386"])
+kpiStatus = Col("Status", ["84% of $10,000 target", "Up $3.10 vs last week", "9 returns processed"])
+salesProgress = Progress(84, "Sales target: $8,460 of $10,000")
+trafficHeading = Heading("Foot traffic through the day", "h2")
+trafficChart = LineChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM"], [trafficSeries], "natural", "Time", "Store entries")
+trafficSeries = Series("Visitors", [18, 31, 47, 82, 96, 71, 58, 66, 43])
+bestSellerHeading = Heading("Best sellers today", "h2")
+bestSellerTable = Table([sellerProduct, sellerUnits, sellerSales])
+sellerProduct = Col("Product", ["Cold Brew Coffee", "Chicken Caesar Wrap", "Organic Bananas", "Sparkling Water 12-pack"])
+sellerUnits = Col("Units sold", [46, 38, 34, 29], "number")
+sellerSales = Col("Sales", ["$230", "$342", "$31", "$203"])
+inventoryHeading = Heading("Out of stock", "h2")
+stockoutList = ListBlock([stockoutOne, stockoutTwo], "number")
+stockoutOne = ListItem("Sparkling Water 12-pack", "Last sold at 2:18 PM • Reorder recommended", null, "Reorder")
+stockoutTwo = ListItem("Large Paper Bags", "Last sold at 11:42 AM • 0 units on hand", null, "Reorder")
+shiftHeading = Heading("On shift today", "h2")
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour])
+shiftOne = ListItem("Maya Chen", "Store manager • 8:00 AM–4:00 PM")
+shiftTwo = ListItem("Jordan Lee", "Cashier • 9:00 AM–5:00 PM")
+shiftThree = ListItem("Avery Patel", "Stock associate • 10:00 AM–6:00 PM")
+shiftFour = ListItem("Sam Rivera", "Cashier • 12:00 PM–8:00 PM")
+returnsHeading = Heading("Returns this week", "h2")
+returnsTable = Table([returnMetric, returnValue, returnTrend])
+returnMetric = Col("Metric", ["Returned items", "Return value", "Return rate"])
+returnValue = Col("Value", ["9", "$386", "1.8%"])
+returnTrend = Col("Compared with last week", ["2 fewer", "$74 lower", "Down 0.4 pts"])
+promotionHeading = Heading("Running promotions", "h2")
+promotionTable = Table([promoName, promoRedemptions, promoSales, promoResult])
+promoName = Col("Promotion", ["Buy 2, Get 1 Free Snacks", "20% Off Ready-to-Eat", "Member Coffee Monday"])
+promoRedemptions = Col("Redemptions", [34, 21, 57], "number")
+promoSales = Col("Attributed sales", ["$418", "$286", "$171"])
+promoResult = Col("Performance", ["Above plan", "On plan", "Above plan"])
+registerHeading = Heading("Registers", "h2")
+registerTable = Table([registerName, registerStatus, registerAssociate])
+registerName = Col("Register", ["Register 1", "Register 2", "Register 3", "Mobile POS"])
+registerStatus = Col("Status", ["Open", "Open", "Closed", "Open"])
+registerAssociate = Col("Assigned to", ["Jordan Lee", "Sam Rivera", "—", "Maya Chen"])
+comparisonHeading = Heading("This week vs last week", "h2")
+comparisonChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [7420, 8460, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [6980, 7810, 8240, 8620, 9110, 12480, 10320])
+actions = Buttons([reorderButton, storeButton], "row")
+reorderButton = Button("Reorder an item", null, "primary")
+storeButton = Button("View a different store", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-retail__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r3.txt
new file mode 100644
index 000000000..48deaa616
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r3.txt
@@ -0,0 +1,67 @@
+root = Card([header, storeControls, alerts, kpis, salesProgress, trafficSection, bestSellersSection, inventorySection, shiftsSection, promotionsSection, registersSection, weeklySection, reorderForm], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Tuesday, August 18 • Downtown Market")
+storeControls = Buttons([storeButton, refreshButton])
+storeButton = Button("View a different store", null, "secondary")
+refreshButton = Button("Refresh dashboard", null, "tertiary")
+alerts = Callout("warning", "Inventory attention needed", "3 items are out of stock. Reorder high-demand products before the evening rush.")
+kpis = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Today at a glance", ["Sales today", "Average basket size", "Returns this week", "Open registers"])
+kpiValue = Col("Value", ["$12,480 / $16,000 target", "$42.30", "18 returns • $624", "3 of 4"])
+kpiStatus = Col("Status", ["78% to target", "+$3.10 vs last week", "-4 returns vs last week", "Register 4 closed"])
+salesProgress = Progress(78, "Sales target progress — $12,480 of $16,000")
+trafficSection = SectionBlock([trafficItem], false)
+trafficItem = SectionItem("traffic", "Foot traffic through the day", [trafficText, trafficChart])
+trafficText = TextContent("412 visitors so far. Peak traffic is expected between 5 PM and 7 PM.", "default")
+trafficChart = LineChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM", "5 PM"], [trafficSeries], "natural", "Time", "Visitors")
+trafficSeries = Series("Visitors", [18, 31, 46, 72, 64, 52, 38, 41, 50])
+bestSellersSection = SectionBlock([bestSellersItem], false)
+bestSellersItem = SectionItem("best-sellers", "Best sellers today", [bestSellersTable])
+bestSellersTable = Table([sellerProduct, sellerUnits, sellerRevenue])
+sellerProduct = Col("Product", ["Cold Brew Coffee", "Turkey Avocado Wrap", "Sparkling Water 12-pack", "Chocolate Chip Cookies", "Organic Bananas"])
+sellerUnits = Col("Units sold", [86, 54, 41, 38, 35], "number")
+sellerRevenue = Col("Sales", ["$430", "$594", "$328", "$114", "$42"])
+inventorySection = SectionBlock([outOfStockItem], false)
+outOfStockItem = SectionItem("out-of-stock", "Items out of stock", [outOfStockTable])
+outOfStockTable = Table([stockProduct, stockLastSold, stockAction])
+stockProduct = Col("Item", ["Oat Milk 1L", "Sea Salt Kettle Chips", "Large Paper Bags"])
+stockLastSold = Col("Last sold", ["11:42 AM", "10:18 AM", "9:05 AM"])
+stockAction = Col("Priority", ["High demand", "Medium demand", "Operational"])
+shiftsSection = SectionBlock([shiftItem], false)
+shiftItem = SectionItem("shifts", "Team on shift today", [shiftList])
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour], "number")
+shiftOne = ListItem("Maya Chen", "Store manager • 8 AM–4 PM")
+shiftTwo = ListItem("Jordan Lee", "Cashier • 9 AM–5 PM")
+shiftThree = ListItem("Avery Patel", "Floor associate • 10 AM–6 PM")
+shiftFour = ListItem("Sam Rivera", "Stock associate • 12 PM–8 PM")
+promotionsSection = SectionBlock([promotionItem], false)
+promotionItem = SectionItem("promotions", "Running promotion performance", [promotionTable])
+promotionTable = Table([promoName, promoRedemptions, promoSales, promoResult])
+promoName = Col("Promotion", ["Buy 2, Get 1 Free Snacks", "20% Off Cold Drinks", "Loyalty Double Points"])
+promoRedemptions = Col("Redemptions", [42, 67, 129], "number")
+promoSales = Col("Attributed sales", ["$318", "$536", "$1,204"])
+promoResult = Col("Performance", ["Above plan", "On plan", "Above plan"])
+registersSection = SectionBlock([registerItem], false)
+registerItem = SectionItem("registers", "Register status", [registerTable])
+registerTable = Table([registerName, registerStatus, registerCashier])
+registerName = Col("Register", ["Register 1", "Register 2", "Register 3", "Register 4"])
+registerStatus = Col("Status", ["Open", "Open", "Open", "Closed"])
+registerCashier = Col("Assigned to", ["Jordan Lee", "Maya Chen", "Avery Patel", "—"])
+weeklySection = SectionBlock([weeklyItem], false)
+weeklyItem = SectionItem("weekly-comparison", "This week vs last week", [weeklyText, weeklyChart])
+weeklyText = TextContent("This week is trending ahead of last week in sales and average basket value, while returns are lower.", "default")
+weeklyChart = BarChart(["Sales", "Transactions", "Average basket", "Returns"], [thisWeekSeries, lastWeekSeries], "grouped", "Metric", "Indexed value")
+thisWeekSeries = Series("This week", [100, 100, 100, 100])
+lastWeekSeries = Series("Last week", [91, 94, 93, 122])
+reorderForm = Form("reorder-item", reorderButtons, [reorderItemField, reorderQuantityField, reorderNoteField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("item", [oatMilkOption, chipsOption, bagsOption], "Choose an out-of-stock item")
+oatMilkOption = SelectItem("oat-milk", "Oat Milk 1L")
+chipsOption = SelectItem("kettle-chips", "Sea Salt Kettle Chips")
+bagsOption = SelectItem("paper-bags", "Large Paper Bags")
+reorderQuantityField = FormControl("Order quantity", reorderQuantityInput, "Suggested quantity is based on recent sales.")
+reorderQuantityInput = Input("quantity", "Enter units", "number")
+reorderNoteField = FormControl("Order note", reorderNoteInput)
+reorderNoteInput = TextArea("note", "Add supplier or delivery instructions", 2)
+reorderButtons = Buttons([submitReorderButton, saveDraftButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+saveDraftButton = Button("Save as draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-retail__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r4.txt
new file mode 100644
index 000000000..7d1247020
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-retail__r4.txt
@@ -0,0 +1,86 @@
+root = Card([header, storeActions, overview, salesProgress, traffic, bestSellers, inventorySection, teamSection, performanceSection, promotions, registers, reorderForm], "clear", "column", "l")
+header = CardHeader("Daily Store Console", "Downtown Market • Tuesday, August 18")
+storeActions = Buttons([viewStoreButton, exportButton])
+viewStoreButton = Button("View a different store", null, "secondary")
+exportButton = Button("Export daily report", null, "tertiary")
+overview = Card([salesKpi, basketKpi, returnsKpi, weekKpi], "card", "row", "m", "stretch", "between", true)
+salesKpi = Card([salesLabel, salesValue], "sunk", "column", "xs")
+salesLabel = TextContent("Sales today", "small-heavy")
+salesValue = TextContent("$18,460 • target $22,000", "large-heavy")
+basketKpi = Card([basketLabel, basketValue], "sunk", "column", "xs")
+basketLabel = TextContent("Average basket size", "small-heavy")
+basketValue = TextContent("$42.80", "large-heavy")
+returnsKpi = Card([returnsLabel, returnsValue], "sunk", "column", "xs")
+returnsLabel = TextContent("Returns this week", "small-heavy")
+returnsValue = TextContent("$684 • 16 items", "large-heavy")
+weekKpi = Card([weekLabel, weekValue], "sunk", "column", "xs")
+weekLabel = TextContent("This week vs last week", "small-heavy")
+weekValue = TextContent("+8.4%", "large-heavy")
+salesProgress = Card([salesHeading, salesBar, salesNote], "card", "column", "s")
+salesHeading = Heading("Sales against target", "h2")
+salesBar = Progress(84, "$18,460 of $22,000 target")
+salesNote = TextContent("You need $3,540 more to reach today’s target. Peak sales period begins at 4 PM.", "small")
+traffic = Card([trafficHeading, trafficChart], "card", "column", "s")
+trafficHeading = Heading("Foot traffic through the day", "h2")
+trafficChart = AreaChart(["9 AM", "10 AM", "11 AM", "12 PM", "1 PM", "2 PM", "3 PM", "4 PM"], [trafficSeries], "natural", "Time", "Visitors")
+trafficSeries = Series("Visitors", [18, 42, 76, 128, 112, 84, 69, 91])
+bestSellers = Card([bestHeading, bestTable], "card", "column", "s")
+bestHeading = Heading("Best sellers today", "h2")
+bestTable = Table([bestProductCol, bestUnitsCol, bestSalesCol])
+bestProductCol = Col("Item", ["Cold Brew Coffee", "Turkey Avocado Wrap", "Sparkling Water 12-pack", "Blueberry Muffin", "Organic Bananas"])
+bestUnitsCol = Col("Units sold", [86, 54, 41, 38, 35], "number")
+bestSalesCol = Col("Sales", ["$387", "$621", "$328", "$133", "$42"])
+inventorySection = Card([inventoryHeading, stockAlert, stockTable], "card", "column", "s")
+inventoryHeading = Heading("Inventory attention", "h2")
+stockAlert = Alert("4 items are out of stock", "Reorder high-demand items before the evening rush.", "warning")
+stockTable = Table([stockItemCol, stockCategoryCol, stockStatusCol])
+stockItemCol = Col("Out of stock item", ["Oat Milk 1L", "Chicken Caesar Salad", "AA Batteries 8-pack", "Vanilla Protein Shake"])
+stockCategoryCol = Col("Category", ["Dairy alternatives", "Prepared foods", "Household", "Beverages"])
+stockStatusCol = Col("Priority", ["High", "High", "Medium", "Medium"])
+teamSection = Card([teamHeading, shiftList], "card", "column", "s")
+teamHeading = Heading("On shift today", "h2")
+shiftList = ListBlock([shiftOne, shiftTwo, shiftThree, shiftFour, shiftFive])
+shiftOne = ListItem("Maya Chen", "Store manager • 8:00 AM–5:00 PM")
+shiftTwo = ListItem("Jordan Lee", "Cashier • 9:00 AM–5:30 PM")
+shiftThree = ListItem("Priya Shah", "Floor associate • 10:00 AM–6:00 PM")
+shiftFour = ListItem("Luis Romero", "Stock associate • 11:00 AM–7:00 PM")
+shiftFive = ListItem("Avery Brooks", "Cashier • 12:00 PM–8:00 PM")
+performanceSection = Card([performanceHeading, weeklyChart, performanceNote], "card", "column", "s")
+performanceHeading = Heading("This week compared with last week", "h2")
+weeklyChart = BarChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [thisWeekSeries, lastWeekSeries], "grouped", "Day", "Sales ($)")
+thisWeekSeries = Series("This week", [15420, 18460, 0, 0, 0, 0, 0])
+lastWeekSeries = Series("Last week", [14280, 17030, 16210, 17580, 19840, 24320, 18110])
+performanceNote = TextContent("Week-to-date sales are $33,880, up $2,630 from the same point last week.", "small")
+promotions = Card([promotionHeading, promotionTable], "card", "column", "s")
+promotionHeading = Heading("Running promotions", "h2")
+promotionTable = Table([promoNameCol, promoSalesCol, promoRedemptionsCol, promoStatusCol])
+promoNameCol = Col("Promotion", ["Buy 2, get 1 free snacks", "20% off cold drinks", "Weekend loyalty bonus"])
+promoSalesCol = Col("Attributed sales", ["$1,240", "$860", "$515"])
+promoRedemptionsCol = Col("Redemptions", [73, 96, 41], "number")
+promoStatusCol = Col("Performance", ["Ahead of plan", "On track", "Below plan"])
+registers = Card([registerHeading, registerTable], "card", "column", "s")
+registerHeading = Heading("Register status", "h2")
+registerTable = Table([registerNameCol, registerStatusCol, registerAssociateCol, registerSalesCol])
+registerNameCol = Col("Register", ["Register 1", "Register 2", "Register 3", "Mobile POS"])
+registerStatusCol = Col("Status", ["Open", "Open", "Closed", "Open"])
+registerAssociateCol = Col("Assigned to", ["Jordan Lee", "Avery Brooks", "—", "Priya Shah"])
+registerSalesCol = Col("Sales today", ["$6,820", "$5,940", "$0", "$5,700"])
+reorderForm = Form("reorder-item", reorderButtons, [reorderItemField, reorderQuantityField, reorderPriorityField, reorderNotesField])
+reorderItemField = FormControl("Item to reorder", reorderItemSelect)
+reorderItemSelect = Select("item", [oatMilkOption, saladOption, batteriesOption, shakeOption], "Choose an item")
+oatMilkOption = SelectItem("oat-milk", "Oat Milk 1L")
+saladOption = SelectItem("caesar-salad", "Chicken Caesar Salad")
+batteriesOption = SelectItem("batteries", "AA Batteries 8-pack")
+shakeOption = SelectItem("protein-shake", "Vanilla Protein Shake")
+reorderQuantityField = FormControl("Order quantity", reorderQuantityInput, "Enter the number of units needed")
+reorderQuantityInput = Input("quantity", "e.g. 24", "number")
+reorderPriorityField = FormControl("Priority", reorderPrioritySelect)
+reorderPrioritySelect = Select("priority", [urgentPriority, standardPriority, lowPriority], "Select priority")
+urgentPriority = SelectItem("urgent", "Urgent — next delivery")
+standardPriority = SelectItem("standard", "Standard replenishment")
+lowPriority = SelectItem("low", "Low priority")
+reorderNotesField = FormControl("Notes for purchasing", reorderNotesInput)
+reorderNotesInput = TextArea("notes", "Add supplier or delivery notes", 3)
+reorderButtons = Buttons([submitReorderButton, saveDraftButton])
+submitReorderButton = Button("Submit reorder", null, "primary")
+saveDraftButton = Button("Save as draft", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-saas__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r1.txt
new file mode 100644
index 000000000..54bb4e48a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r1.txt
@@ -0,0 +1,78 @@
+root = Card([header, periodForm, revenueSection, signupsSection, planSection, customersSection, riskSection, paymentsSection, adoptionSection, npsSection, utilizationSection, adminActions], "clear", "column", "l")
+header = CardHeader("Admin overview", "Subscription health, customer activity, and operational actions")
+
+periodForm = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Choose the time window used for dashboard reporting")
+periodSelect = Select("reporting_period", [period30, period90, periodYear], "Select a period", null, "90-days", "medium")
+period30 = SelectItem("30-days", "Last 30 days")
+period90 = SelectItem("90-days", "Last 90 days")
+periodYear = SelectItem("year-to-date", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+
+revenueSection = Card([revenueHeading, revenueTable], "card", "column", "m")
+revenueHeading = Heading("Revenue", "h2")
+revenueTable = Table([revenueMetric, revenueValue, revenueChange])
+revenueMetric = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+revenueValue = Col("Current value", ["$248,600", "$2.98M", "2.4%"])
+revenueChange = Col("Change", ["+8.1% vs. prior month", "+8.1% annualized", "-0.6 pts vs. prior month"])
+
+signupsSection = Card([signupsHeading, signupsChart], "card", "column", "m")
+signupsHeading = Heading("New signups — past 90 days", "h2")
+signupsChart = LineChart(["Jun 1", "Jun 15", "Jul 1", "Jul 15", "Aug 1", "Aug 15", "Aug 30"], [signupSeries], "natural", "Date", "New signups")
+signupSeries = Series("New signups", [94, 121, 108, 146, 173, 158, 196])
+
+planSection = Card([planHeading, planChart], "card", "column", "m")
+planHeading = Heading("Customers by plan", "h2")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [482, 276, 118, 42], "donut")
+
+customersSection = Card([customersHeading, customersTable], "card", "column", "m")
+customersHeading = Heading("Ten largest customers", "h2")
+customersTable = Table([customerName, customerPlan, customerSeats, customerSpend])
+customerName = Col("Customer", ["Northstar Labs", "Acme Systems", "Vertex Health", "Cedar Financial", "Orbit Commerce", "Pioneer Media", "Atlas Logistics", "Brightline Energy", "Meridian Group", "Harbor & Co."])
+customerPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Enterprise", "Business", "Growth", "Business"])
+customerSeats = Col("Seats", [420, 365, 312, 248, 221, 196, 184, 168, 142, 126], "number")
+customerSpend = Col("Monthly spend", ["$21,000", "$18,250", "$15,600", "$9,920", "$11,050", "$7,840", "$9,200", "$6,720", "$4,260", "$5,040"])
+
+riskSection = Card([riskHeading, riskList], "card", "column", "m")
+riskHeading = Heading("Accounts at risk", "h2")
+riskList = ListBlock([riskOne, riskTwo, riskThree, riskFour])
+riskOne = ListItem("Cedar Financial", "Usage fell 38% over the last 30 days")
+riskTwo = ListItem("Meridian Group", "Renewal is in 21 days; no active champion engagement")
+riskThree = ListItem("Sable Studios", "Support satisfaction dropped after three unresolved tickets")
+riskFour = ListItem("Horizon Works", "Admin has not logged in for 45 days")
+
+paymentsSection = Card([paymentsHeading, paymentsTable], "card", "column", "m")
+paymentsHeading = Heading("Failed payments", "h2")
+paymentsTable = Table([paymentCustomer, paymentAmount, paymentDate, paymentAction])
+paymentCustomer = Col("Customer", ["Horizon Works", "Lumen Partners", "Kite & Finch"])
+paymentAmount = Col("Amount", ["$1,240", "$480", "$2,100"])
+paymentDate = Col("Failed on", ["Aug 17, 2026", "Aug 16, 2026", "Aug 14, 2026"])
+paymentAction = Col("Action", ["Retry payment", "Retry payment", "Retry payment"], "action")
+
+adoptionSection = Card([adoptionHeading, adoptionChart], "card", "column", "m")
+adoptionHeading = Heading("Newest feature adoption", "h2")
+adoptionChart = BarChart(["Workflow Builder", "AI Summaries", "Team Spaces"], [adoptionSeries], "grouped", "Feature", "Adoption rate")
+adoptionSeries = Series("Adoption rate", [46, 31, 24])
+
+npsSection = Card([npsHeading, npsScore, npsDetail], "card", "column", "m")
+npsHeading = Heading("Current NPS", "h2")
+npsScore = Progress(62, "NPS score: 62")
+npsDetail = TextContent("Based on 384 survey responses this quarter. Promoters: 71%, Passives: 20%, Detractors: 9%.", "default")
+
+utilizationSection = Card([utilizationHeading, utilizationChart, utilizationDetail], "card", "column", "m")
+utilizationHeading = Heading("Seat utilization across the company", "h2")
+utilizationChart = SingleStackedBarChart(["Assigned seats", "Available seats"], [8420, 1580])
+utilizationDetail = TextContent("8,420 of 10,000 purchased seats are assigned — 84.2% utilization.", "default")
+
+adminActions = Card([adminActionsHeading, inviteAdmin], "card", "column", "m")
+adminActionsHeading = Heading("Administration", "h2")
+inviteAdmin = DialogBlock("Invite another admin", "Invite an admin", "Send an invitation with administrator access.", [inviteForm], "secondary")
+inviteForm = Form("invite-admin", inviteButtons, [inviteNameField, inviteEmailField])
+inviteNameField = FormControl("Full name", inviteNameInput)
+inviteNameInput = Input("admin_name", "Alex Morgan")
+inviteEmailField = FormControl("Work email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "alex@company.com", "email")
+inviteButtons = Buttons([sendInvite, cancelInvite])
+sendInvite = Button("Send invitation", null, "primary")
+cancelInvite = Button("Cancel", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-saas__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r2.txt
new file mode 100644
index 000000000..23cef91c9
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r2.txt
@@ -0,0 +1,65 @@
+root = Card([header, controls, revenueSection, signupSection, planSection, customerSection, riskSection, paymentSection, adoptionSection, npsSection, utilizationSection, adminSection], "clear", "column", "l")
+header = CardHeader("Admin overview", "Company health, revenue, customers, and product adoption")
+controls = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Metrics update for the selected period")
+periodSelect = Select("period", [period30, period90, periodYtd], "Select a period", null, "90-days", "medium")
+period30 = SelectItem("30-days", "Last 30 days")
+period90 = SelectItem("90-days", "Last 90 days")
+periodYtd = SelectItem("ytd", "Year to date")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+revenueSection = Card([revenueHeader, revenueTable], "card", "column", "m")
+revenueHeader = Heading("Revenue", "h2")
+revenueTable = Table([revenueMetric, revenueValue, revenueChange])
+revenueMetric = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+revenueValue = Col("Current", ["$248,600", "$2.98M", "2.4%"])
+revenueChange = Col("Change", ["+8.1% vs. prior period", "+8.1% run rate", "-0.6 pts vs. prior month"])
+signupSection = Card([signupHeader, signupChart], "card", "column", "m")
+signupHeader = Heading("New signups · past 90 days", "h2")
+signupChart = LineChart(["Week 1", "Week 2", "Week 3", "Week 4", "Week 5", "Week 6", "Week 7", "Week 8", "Week 9", "Week 10", "Week 11", "Week 12", "Week 13"], [signupSeries], "natural", "Week", "Signups")
+signupSeries = Series("New signups", [82, 91, 88, 104, 112, 119, 126, 121, 138, 145, 154, 162, 171])
+planSection = Card([planHeader, planChart], "card", "column", "m")
+planHeader = Heading("Customers by plan", "h2")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [418, 236, 94, 27], "donut", "circular")
+customerSection = Card([customerHeader, customerTable], "card", "column", "m")
+customerHeader = Heading("Largest customers", "h2")
+customerTable = Table([customerName, customerPlan, customerSeats, customerSpend])
+customerName = Col("Customer", ["Northstar Labs", "Acme Holdings", "Vertex Systems", "Brightline Health", "Summit Financial", "Atlas Commerce", "Helio Networks", "Cedar & Co.", "Orbit Logistics", "Pioneer Media"])
+customerPlan = Col("Plan", ["Enterprise", "Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Business", "Growth"])
+customerSeats = Col("Seats", [480, 365, 310, 248, 220, 186, 172, 154, 138, 126], "number")
+customerSpend = Col("Monthly spend", ["$28,800", "$21,900", "$18,600", "$12,400", "$17,600", "$9,300", "$8,600", "$12,320", "$6,900", "$3,780"])
+riskSection = Card([riskHeader, riskList], "card", "column", "m")
+riskHeader = Heading("Accounts at risk", "h2")
+riskList = ListBlock([riskOne, riskTwo, riskThree, riskFour])
+riskOne = ListItem("Brightline Health", "Weekly active users down 42% over the last 30 days")
+riskTwo = ListItem("Orbit Logistics", "Contract renewal is due in 18 days; no renewal activity recorded")
+riskThree = ListItem("Pioneer Media", "Support escalations increased from 1 to 7 this month")
+riskFour = ListItem("Cedar & Co.", "Seat utilization fell below 35% for three consecutive weeks")
+paymentSection = Card([paymentHeader, paymentTable], "card", "column", "m")
+paymentHeader = Heading("Failed payments", "h2")
+paymentTable = Table([paymentCustomer, paymentAmount, paymentFailure, paymentAction])
+paymentCustomer = Col("Customer", ["Luma Studio", "Kiteworks", "Mosaic Legal", "Harbor Foods"])
+paymentAmount = Col("Amount", ["$1,240", "$780", "$3,600", "$420"])
+paymentFailure = Col("Reason", ["Card expired", "Insufficient funds", "Payment processor declined", "Card expired"])
+paymentAction = Col("Action", ["Retry payment", "Retry payment", "Retry payment", "Retry payment"], "action")
+adoptionSection = Card([adoptionHeader, adoptionChart], "card", "column", "m")
+adoptionHeader = Heading("Newest feature adoption", "h2")
+adoptionChart = BarChart(["Workflow builder", "AI summaries", "Audit exports"], [adoptionSeries], "grouped", "Feature", "Adoption rate")
+adoptionSeries = Series("Active accounts (%)", [64, 47, 31])
+npsSection = Card([npsHeader, npsScore, npsText], "card", "column", "m")
+npsHeader = Heading("Current NPS", "h2")
+npsScore = Progress(58, "NPS score: 58")
+npsText = TextContent("Based on 412 responses this quarter. Promoters: 68% · Passives: 22% · Detractors: 10%.", "default")
+utilizationSection = Card([utilizationHeader, utilizationChart, utilizationText], "card", "column", "m")
+utilizationHeader = Heading("Seat utilization across the company", "h2")
+utilizationChart = SingleStackedBarChart(["Assigned seats", "Available seats"], [6840, 1960])
+utilizationText = TextContent("6,840 of 8,800 purchased seats are assigned (78% utilization).", "default")
+adminSection = Card([adminHeader, inviteForm], "card", "column", "m")
+adminHeader = Heading("Admin access", "h2")
+inviteForm = Form("invite-admin", inviteButtons, [adminNameField, adminEmailField])
+adminNameField = FormControl("Admin name", adminNameInput)
+adminNameInput = Input("admin_name", "Jordan Lee")
+adminEmailField = FormControl("Admin email", adminEmailInput)
+adminEmailInput = Input("admin_email", "jordan@company.com", "email")
+inviteButtons = Buttons([inviteAdmin])
+inviteAdmin = Button("Invite admin", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-saas__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r3.txt
new file mode 100644
index 000000000..a46f8ca03
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r3.txt
@@ -0,0 +1,74 @@
+root = Card([header, periodControl, revenueSection, signupSection, planSection, customersSection, riskSection, paymentsSection, adoptionSection, npsSection, utilizationSection, adminActions], "clear", "column", "l")
+header = CardHeader("Admin overview", "Company performance, customer health, and account operations")
+periodControl = Form("reporting-period", periodButtons, [periodField])
+periodButtons = Buttons([applyPeriodButton])
+applyPeriodButton = Button("Apply period", null, "primary")
+periodField = FormControl("Reporting period", periodSelect, "Choose the date range used for dashboard reporting")
+periodSelect = Select("reporting_period", [period30, period90, periodQuarter, periodYear], "Select period", null, "last_90_days")
+period30 = SelectItem("last_30_days", "Last 30 days")
+period90 = SelectItem("last_90_days", "Last 90 days")
+periodQuarter = SelectItem("this_quarter", "This quarter")
+periodYear = SelectItem("this_year", "This year")
+revenueSection = Card([revenueHeader, revenueTable], "card", "column", "m")
+revenueHeader = Heading("Revenue health", "h2")
+revenueTable = Table([revenueMetricCol, revenueValueCol, revenueChangeCol])
+revenueMetricCol = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+revenueValueCol = Col("Current", ["$184,200", "$2,210,400", "2.4%"])
+revenueChangeCol = Col("Change", ["+8.6% vs. prior month", "+11.9% projected annualized", "-0.5 pts vs. prior month"])
+signupSection = Card([signupHeader, signupChart], "card", "column", "m")
+signupHeader = Heading("New signups — past 90 days", "h2")
+signupChart = LineChart(["May 20", "Jun 3", "Jun 17", "Jul 1", "Jul 15", "Jul 29", "Aug 12"], [signupSeries], "natural", "Week", "New signups")
+signupSeries = Series("New signups", [42, 51, 48, 63, 72, 68, 81])
+planSection = Card([planHeader, planChart], "card", "column", "m")
+planHeader = Heading("Customers by plan", "h2")
+planChart = PieChart(["Starter", "Growth", "Scale", "Enterprise"], [312, 184, 76, 28], "donut")
+customersSection = Card([customersHeader, customersTable], "card", "column", "m")
+customersHeader = Heading("Largest customers", "h2")
+customersTable = Table([customerNameCol, customerPlanCol, customerSeatsCol, customerSpendCol])
+customerNameCol = Col("Customer", ["Northstar Labs", "Acme Systems", "Helix Health", "Vertex Commerce", "Pioneer Finance", "Orbit Media", "Cedar & Co.", "Atlas Logistics", "Brightline Energy", "Mosaic Studio"])
+customerPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Scale", "Enterprise", "Scale", "Growth", "Scale", "Growth", "Scale", "Growth"])
+customerSeatsCol = Col("Seats", [840, 720, 510, 475, 390, 310, 288, 260, 242, 198], "number")
+customerSpendCol = Col("Monthly spend", ["$18,900", "$16,200", "$10,800", "$10,450", "$8,580", "$5,890", "$5,760", "$4,940", "$4,840", "$3,960"])
+riskSection = Card([riskHeader, riskList], "card", "column", "m")
+riskHeader = Heading("Accounts at risk", "h2")
+riskList = ListBlock([riskOne, riskTwo, riskThree, riskFour], "number")
+riskOne = ListItem("Pioneer Finance", "Usage declined 43% over the past 30 days; executive sponsor has not logged in for 21 days", null, "Review account")
+riskTwo = ListItem("Orbit Media", "Contract renewal is in 18 days and health score fell below 60", null, "Contact owner")
+riskThree = ListItem("Cedar & Co.", "Only 38% of purchased seats are active; support tickets increased 30%", null, "Review account")
+riskFour = ListItem("Mosaic Studio", "Payment method expires this month and product adoption remains low", null, "Contact owner")
+paymentsSection = Card([paymentsHeader, paymentsTable, paymentNotice], "card", "column", "m")
+paymentsHeader = Heading("Failed payments", "h2")
+paymentsTable = Table([paymentCustomerCol, paymentAmountCol, paymentDateCol, paymentActionCol])
+paymentCustomerCol = Col("Customer", ["Mosaic Studio", "Bluebird Analytics", "Kiteworks Agency", "Harbor Retail"])
+paymentAmountCol = Col("Amount", ["$3,960", "$1,440", "$960", "$720"])
+paymentDateCol = Col("Failed on", ["Aug 16, 2026", "Aug 15, 2026", "Aug 14, 2026", "Aug 12, 2026"])
+paymentActionCol = Col("Action", ["Retry payment", "Retry payment", "Retry payment", "Retry payment"], "action")
+paymentNotice = Alert("4 payments need attention", "Retry a payment from the table or contact the account owner before service is affected.", "warning")
+adoptionSection = Card([adoptionHeader, adoptionChart], "card", "column", "m")
+adoptionHeader = Heading("Newest feature adoption", "h2")
+adoptionChart = BarChart(["Workflow Builder", "AI Summary", "Audit Export"], [adoptionSeries], "grouped", "Feature", "Active customer adoption")
+adoptionSeries = Series("Adoption rate", [58, 41, 27])
+npsSection = Card([npsHeader, npsScore, npsText], "card", "column", "m")
+npsHeader = Heading("Current NPS", "h2")
+npsScore = Progress(62, "NPS score: 62")
+npsText = TextContent("Based on 428 responses collected during the current reporting period. Promoters: 71% · Passives: 20% · Detractors: 9%.")
+utilizationSection = Card([utilizationHeader, utilizationChart, utilizationText], "card", "column", "m")
+utilizationHeader = Heading("Company seat utilization", "h2")
+utilizationChart = SingleStackedBarChart(["Active seats", "Available seats"], [18432, 4168])
+utilizationText = TextContent("18,432 of 22,600 purchased seats are active across all customer accounts — 81.6% utilization.")
+adminActions = Card([adminActionsHeader, inviteAdminButton], "card", "column", "m")
+adminActionsHeader = Heading("Administration", "h2")
+inviteAdminButton = DialogBlock("Invite another admin", "Invite an administrator", "Send an invitation to a teammate who needs administrative access.", [inviteForm], "default")
+inviteForm = Form("invite-admin", inviteButtons, [inviteNameField, inviteEmailField, inviteRoleField])
+inviteButtons = Buttons([sendInviteButton, cancelInviteButton])
+sendInviteButton = Button("Send invitation", null, "primary")
+cancelInviteButton = Button("Cancel", null, "tertiary")
+inviteNameField = FormControl("Full name", inviteNameInput)
+inviteNameInput = Input("admin_name", "Jordan Lee")
+inviteEmailField = FormControl("Work email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "jordan@company.com", "email")
+inviteRoleField = FormControl("Admin role", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleAdmin, roleBilling, roleAnalyst], "Select role")
+roleAdmin = SelectItem("admin", "Administrator")
+roleBilling = SelectItem("billing", "Billing administrator")
+roleAnalyst = SelectItem("analyst", "Analytics administrator")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b4-saas__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r4.txt
new file mode 100644
index 000000000..727611547
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b4-saas__r4.txt
@@ -0,0 +1,69 @@
+root = Card([header, periodControl, revenueSection, growthSection, customerSection, riskSection, paymentSection, productSection, npsSection, utilizationSection, adminActions], "clear", "column", "l")
+header = CardHeader("Admin overview", "Company health, revenue, customers, and product adoption")
+periodControl = Form("reporting-period", periodButtons, [periodField])
+periodField = FormControl("Reporting period", periodSelect, "Metrics update based on the selected period")
+periodSelect = Select("reporting_period", [period30, period90, periodQuarter, periodYear], "Select reporting period", null, "last_30_days")
+period30 = SelectItem("last_30_days", "Last 30 days")
+period90 = SelectItem("last_90_days", "Last 90 days")
+periodQuarter = SelectItem("this_quarter", "This quarter")
+periodYear = SelectItem("this_year", "This year")
+periodButtons = Buttons([applyPeriod])
+applyPeriod = Button("Apply period", null, "primary")
+revenueSection = Card([revenueHeader, revenueMetrics], "card", "column", "m")
+revenueHeader = Heading("Revenue", "h2")
+revenueMetrics = Table([revenueMetricCol, revenueValueCol, revenueTrendCol])
+revenueMetricCol = Col("Metric", ["Monthly recurring revenue", "Annual recurring revenue", "Churn this month"])
+revenueValueCol = Col("Current value", ["$248,600", "$2.98M", "1.8%"])
+revenueTrendCol = Col("Change", ["+8.4% vs prior period", "+8.4% vs prior period", "-0.5 pts vs prior period"])
+growthSection = Card([growthHeader, signupChart], "card", "column", "m")
+growthHeader = Heading("New signups — past 90 days", "h2")
+signupChart = LineChart(["May 20", "Jun 3", "Jun 17", "Jul 1", "Jul 15", "Jul 29", "Aug 12"], [signupSeries], "natural", "Date", "New signups")
+signupSeries = Series("New signups", [38, 46, 51, 63, 58, 72, 81])
+customerSection = Card([customerHeader, planChart, largestHeader, largestCustomers], "card", "column", "m")
+customerHeader = Heading("Customers by plan", "h2")
+planChart = PieChart(["Starter", "Growth", "Business", "Enterprise"], [412, 286, 104, 38], "donut", "circular")
+largestHeader = Heading("Ten largest customers", "h3")
+largestCustomers = Table([customerNameCol, customerPlanCol, customerSeatsCol, customerSpendCol])
+customerNameCol = Col("Customer", ["Northstar Labs", "Apex Financial", "Cedar Health", "Vantage Retail", "Orbit Logistics", "Brightline Media", "Pioneer Systems", "Luma Commerce", "Harbor Works", "Summit Legal"])
+customerPlanCol = Col("Plan", ["Enterprise", "Enterprise", "Business", "Enterprise", "Business", "Business", "Enterprise", "Business", "Growth", "Business"])
+customerSeatsCol = Col("Seats", [840, 710, 485, 420, 365, 310, 288, 245, 198, 176], "number")
+customerSpendCol = Col("Monthly spend", ["$18,900", "$16,400", "$11,200", "$10,800", "$8,600", "$7,900", "$7,400", "$6,800", "$4,200", "$4,000"])
+riskSection = Card([riskHeader, riskAlert, riskAccounts], "card", "column", "m")
+riskHeader = Heading("Accounts at risk", "h2")
+riskAlert = Alert("7 accounts need attention", "These accounts show declining engagement, unresolved support issues, or renewal risk.", "warning")
+riskAccounts = Table([riskAccountCol, riskReasonCol, riskOwnerCol])
+riskAccountCol = Col("Account", ["Bluebird Analytics", "Kite & Co.", "Mosaic Partners", "Redwood Studio", "Atlas Manufacturing"])
+riskReasonCol = Col("Risk reason", ["Weekly active users down 42%", "Renewal in 21 days with no champion activity", "Three critical support tickets open", "Seat utilization below 35%", "No feature usage in 28 days"])
+riskOwnerCol = Col("Recommended action", ["Schedule success check-in", "Contact executive sponsor", "Escalate support review", "Offer adoption workshop", "Send re-engagement campaign"])
+paymentSection = Card([paymentHeader, paymentAlert, failedPayments], "card", "column", "m")
+paymentHeader = Heading("Failed payments", "h2")
+paymentAlert = Alert("3 invoices require retry", "Retry failed charges or contact the account owner before service is interrupted.", "destructive")
+failedPayments = Table([paymentAccountCol, paymentAmountCol, paymentDateCol, paymentActionCol])
+paymentAccountCol = Col("Account", ["Meridian Group", "Willow Ventures", "Cobalt Systems"])
+paymentAmountCol = Col("Invoice amount", ["$3,240", "$1,180", "$860"])
+paymentDateCol = Col("Failed on", ["Aug 16, 2026", "Aug 15, 2026", "Aug 14, 2026"])
+paymentActionCol = Col("Action", ["Retry payment", "Retry payment", "Retry payment"], "action")
+productSection = Card([productHeader, featureAdoption], "card", "column", "m")
+productHeader = Heading("Newest feature adoption", "h2")
+featureAdoption = BarChart(["Workflow Automations", "Team Spaces", "AI Insights"], [adoptionSeries], "grouped", "Feature", "Adoption rate")
+adoptionSeries = Series("Adoption rate", [46, 31, 18])
+npsSection = Card([npsHeader, npsScore, npsText], "card", "column", "m")
+npsHeader = Heading("Current NPS", "h2")
+npsScore = Progress(62, "NPS score: 62")
+npsText = TextContent("Based on 184 responses in the current reporting period. Promoters are strongest among Enterprise accounts.", "small")
+utilizationSection = Card([utilizationHeader, utilizationChart, utilizationText], "card", "column", "m")
+utilizationHeader = Heading("Seat utilization across the company", "h2")
+utilizationChart = SingleStackedBarChart(["Assigned seats", "Available seats"], [6840, 2160])
+utilizationText = TextContent("6,840 of 9,000 purchased seats are assigned, for 76% utilization.", "small")
+adminActions = Card([adminHeader, inviteForm], "card", "column", "m")
+adminHeader = Heading("Admin management", "h2")
+inviteForm = Form("invite-admin", inviteButtons, [inviteEmailField, inviteRoleField])
+inviteEmailField = FormControl("Admin email", inviteEmailInput)
+inviteEmailInput = Input("admin_email", "admin@company.com", "email")
+inviteRoleField = FormControl("Role", inviteRoleSelect)
+inviteRoleSelect = Select("admin_role", [roleAdmin, roleBilling, roleAnalyst], "Choose a role")
+roleAdmin = SelectItem("admin", "Admin")
+roleBilling = SelectItem("billing", "Billing admin")
+roleAnalyst = SelectItem("analyst", "Analytics viewer")
+inviteButtons = Buttons([inviteAdmin])
+inviteAdmin = Button("Invite admin", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-city__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-city__r1.txt
new file mode 100644
index 000000000..c4e9f227b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-city__r1.txt
@@ -0,0 +1,172 @@
+root = Card([header, weather, districtForm, overview, trafficSection, airSection, energySection, waterSection, incidentsSection, emergencySection, parkingSection, eventsSection, reportsSection, backlogSection, roadworksSection, maintenanceSection, dispatchForm, alertForm], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide status • Tuesday, 18 August 2026 • 10:42 AM")
+
+weather = Card([weatherTitle, weatherDetails], "card", "row", "m", "center", "between")
+weatherTitle = TextContent("Current weather", "large-heavy")
+weatherDetails = TextContent("Partly cloudy • 24°C • Wind W 14 km/h • Humidity 58% • No severe weather alerts", "default")
+
+districtForm = Form("district-focus", districtButtons, [districtControl])
+districtControl = FormControl("Focus on a district", districtSelect, "Updates dashboard context for operational review")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest], "Select district", null, "all")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central District")
+districtNorth = SelectItem("north", "North District")
+districtEast = SelectItem("east", "East District")
+districtSouth = SelectItem("south", "South District")
+districtWest = SelectItem("west", "West District")
+districtButtons = Buttons([applyDistrict])
+applyDistrict = Button("Apply district focus", null, "primary")
+
+overview = Card([congestionCard, punctualityCard, parkingCard, backlogCard], "clear", "row", "m", "stretch", "between", true)
+congestionCard = Card([congestionLabel, congestionValue, congestionNote], "card", "column", "s")
+congestionLabel = TextContent("Congestion right now", "small-heavy")
+congestionValue = TextContent("Moderate • 62%", "large-heavy")
+congestionNote = TextContent("12 corridors slower than normal; peak pressure on Central Ring.", "small")
+punctualityCard = Card([punctualityLabel, punctualityValue, punctualityNote], "card", "column", "s")
+punctualityLabel = TextContent("Transit punctuality", "small-heavy")
+punctualityValue = TextContent("91.6%", "large-heavy")
+punctualityNote = TextContent("On-time arrivals across rail, bus, and tram.", "small")
+parkingCard = Card([parkingLabel, parkingValue, parkingNote], "card", "column", "s")
+parkingLabel = TextContent("Downtown parking", "small-heavy")
+parkingValue = TextContent("1,184 spaces", "large-heavy")
+parkingNote = TextContent("38% availability across monitored garages and curb zones.", "small")
+backlogCard = Card([backlogLabel, backlogValue, backlogNote], "card", "column", "s")
+backlogLabel = TextContent("Service request backlog", "small-heavy")
+backlogValue = TextContent("486 open", "large-heavy")
+backlogNote = TextContent("74 requests are past their target response time.", "small")
+
+trafficSection = Card([trafficHeader, trafficChart, trafficAlert], "card", "column", "m")
+trafficHeader = CardHeader("Traffic conditions", "Live corridor travel-time index")
+trafficChart = HorizontalBarChart(["Central Ring", "Harbor Bridge", "Airport Parkway", "North Avenue", "Riverside Drive"], [trafficSeries], "grouped", "Congestion index", "Corridor")
+trafficSeries = Series("Current congestion", [78, 71, 64, 52, 43])
+trafficAlert = Alert("Central Ring delay", "Average travel time is 18 minutes above baseline after a multi-vehicle collision near Exit 6.", "warning")
+
+airSection = Card([airHeader, airTable], "card", "column", "m")
+airHeader = CardHeader("Air quality by district", "Latest hourly AQI reading")
+airTable = Table([airDistrictCol, airAqiCol, airStatusCol, airTrendCol])
+airDistrictCol = Col("District", ["Central", "North", "East", "South", "West"])
+airAqiCol = Col("AQI", [74, 42, 58, 91, 49], "number")
+airStatusCol = Col("Status", ["Moderate", "Good", "Moderate", "Moderate", "Good"])
+airTrendCol = Col("1-hour trend", ["Rising", "Stable", "Falling", "Rising", "Stable"])
+
+energySection = Card([energyHeader, energyChart], "card", "column", "m")
+energyHeader = CardHeader("Energy use", "Citywide electricity demand over the past week")
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Electricity demand", [1820, 1885, 1910, 1860, 1988, 1740, 1695])
+
+waterSection = Card([waterHeader, waterProgress, waterText], "card", "column", "m")
+waterHeader = CardHeader("Water use today", "Consumption against expected daily operating range")
+waterProgress = Progress(68, "68% of expected daily demand • 412 ML used")
+waterText = TextContent("Usage is tracking 4% below the seasonal average. Two pressure zones remain under observation in East District.", "small")
+
+incidentsSection = Card([incidentsHeader, incidentsTable], "card", "column", "m")
+incidentsHeader = CardHeader("Open incidents", "Active operational incidents with location and severity")
+incidentsTable = Table([incidentIdCol, incidentTypeCol, incidentLocationCol, incidentSeverityCol, incidentStatusCol])
+incidentIdCol = Col("Incident", ["INC-4821", "INC-4818", "INC-4815", "INC-4809", "INC-4802"])
+incidentTypeCol = Col("Type", ["Traffic collision", "Water main leak", "Signal outage", "Structure fire", "Power interruption"])
+incidentLocationCol = Col("Location", ["Central Ring, Exit 6", "18 Harbor Street", "North Ave & 5th", "Willow Market", "East Industrial Park"])
+incidentSeverityCol = Col("Severity", ["High", "High", "Medium", "Critical", "Medium"])
+incidentStatusCol = Col("Status", ["Response on scene", "Crew dispatched", "Technician en route", "Fire command active", "Utility assessing"])
+
+emergencySection = Card([emergencyHeader, emergencyTable], "card", "column", "m")
+emergencyHeader = CardHeader("Emergency vehicle deployment", "Current field allocation")
+emergencyTable = Table([vehicleTypeCol, vehicleUnitCol, vehicleLocationCol, vehicleAssignmentCol, vehicleAvailabilityCol])
+vehicleTypeCol = Col("Vehicle", ["Ambulance", "Fire engine", "Police unit", "Rescue truck", "Traffic response"])
+vehicleUnitCol = Col("Unit", ["MED-12", "FIRE-04", "PD-27", "RES-03", "TRF-09"])
+vehicleLocationCol = Col("Deployed area", ["Central Ring", "Willow Market", "Harbor precinct", "East Industrial Park", "North Avenue"])
+vehicleAssignmentCol = Col("Assignment", ["Collision response", "Structure fire", "Crowd management", "Power interruption", "Signal outage"])
+vehicleAvailabilityCol = Col("Availability", ["Committed", "Committed", "Patrolling", "Committed", "Committed"])
+
+parkingSection = Card([parkingHeader, parkingChart, parkingText], "card", "column", "m")
+parkingHeader = CardHeader("Downtown parking availability", "Live spaces by facility")
+parkingChart = BarChart(["Civic Center", "Market Garage", "Riverfront", "Station West", "Library Deck"], [parkingSeries], "grouped", "Facility", "Open spaces")
+parkingSeries = Series("Available spaces", [248, 134, 319, 207, 276])
+parkingText = TextContent("Downtown occupancy is 62%. Market Garage is nearing capacity; direct drivers to Riverfront or Library Deck.", "small")
+
+eventsSection = Card([eventsHeader, eventsList], "card", "column", "m")
+eventsHeader = CardHeader("Public events this weekend", "Expected attendance and operational notes")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Summer Night Market", "Friday 5:00 PM–10:00 PM • Harbor Plaza • Expected attendance: 8,000", null, "View operations plan")
+eventTwo = ListItem("City Marathon", "Saturday 6:30 AM–1:00 PM • Central and Riverside routes • Expected attendance: 18,000", null, "View road closures")
+eventThree = ListItem("Riverside Music Festival", "Saturday 2:00 PM–11:00 PM • Riverfront Park • Expected attendance: 12,500", null, "View staffing plan")
+eventFour = ListItem("Community Football Final", "Sunday 3:00 PM–6:00 PM • North Stadium • Expected attendance: 21,000", null, "View transit plan")
+
+reportsSection = Card([reportsHeader, reportsList], "card", "column", "m")
+reportsHeader = CardHeader("Incoming citizen reports", "Newest reports received through the city app")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive])
+reportOne = ListItem("Streetlight out", "2 minutes ago • 44 Maple Lane, West District • Photo attached", null, "Assign")
+reportTwo = ListItem("Illegal dumping", "6 minutes ago • Service alley behind 9th Street Market • Medium priority", null, "Review")
+reportThree = ListItem("Blocked storm drain", "11 minutes ago • Oak Road & Mill Street • Water pooling reported", null, "Assign")
+reportFour = ListItem("Noise complaint", "17 minutes ago • 210 Harbor View Apartments • Repeated late-night disturbance", null, "Review")
+reportFive = ListItem("Damaged sidewalk", "24 minutes ago • Eastwood Elementary entrance • Accessibility concern", null, "Assign")
+
+backlogSection = Card([backlogHeader, backlogChart, backlogTable], "card", "column", "m")
+backlogHeader = CardHeader("Service request backlog", "Open requests by service area")
+backlogChart = HorizontalBarChart(["Roads & sidewalks", "Waste collection", "Parks", "Water services", "Street lighting"], [backlogSeries], "grouped", "Open requests", "Service area")
+backlogSeries = Series("Backlog", [142, 108, 91, 76, 69])
+backlogTable = Table([backlogServiceCol, backlogOpenCol, backlogOverdueCol, backlogTargetCol])
+backlogServiceCol = Col("Service area", ["Roads & sidewalks", "Waste collection", "Parks", "Water services", "Street lighting"])
+backlogOpenCol = Col("Open", [142, 108, 91, 76, 69], "number")
+backlogOverdueCol = Col("Past target", [28, 17, 9, 12, 8], "number")
+backlogTargetCol = Col("Median resolution", ["4.2 days", "2.8 days", "5.1 days", "3.6 days", "3.9 days"])
+
+roadworksSection = Card([roadworksHeader, roadworksTable], "card", "column", "m")
+roadworksHeader = CardHeader("Roadworks planned this month", "Scheduled works requiring traffic coordination")
+roadworksTable = Table([roadworkProjectCol, roadworkLocationCol, roadworkDatesCol, roadworkImpactCol, roadworkStatusCol])
+roadworkProjectCol = Col("Project", ["Bridge deck resurfacing", "Water utility renewal", "Protected bike lane build", "Signal modernization", "Drainage rehabilitation"])
+roadworkLocationCol = Col("Location", ["Harbor Bridge", "Southgate Boulevard", "North Avenue", "Central Square", "Riverside Drive"])
+roadworkDatesCol = Col("Planned dates", ["Aug 20–28", "Aug 22–Sep 9", "Aug 24–31", "Aug 26–29", "Aug 29–Sep 12"])
+roadworkImpactCol = Col("Traffic impact", ["Night closures", "One lane closed", "Detour required", "Intersection controls", "Alternating flow"])
+roadworkStatusCol = Col("Status", ["Approved", "Approved", "Permit review", "Scheduled", "Utility clearance"])
+
+maintenanceSection = Card([maintenanceHeader, maintenanceTable], "card", "column", "m")
+maintenanceHeader = CardHeader("Infrastructure maintenance due", "Priority jobs due within the next 14 days")
+maintenanceTable = Table([maintenanceAssetCol, maintenanceLocationCol, maintenanceDueCol, maintenancePriorityCol, maintenanceWorkCol])
+maintenanceAssetCol = Col("Asset", ["Pump Station 4", "Bridge sensor array", "Traffic signal cabinet", "Reservoir valve set", "Streetlight circuit"])
+maintenanceLocationCol = Col("Location", ["East District", "Harbor Bridge", "North Ave & 5th", "South Reservoir", "West District"])
+maintenanceDueCol = Col("Due", ["Today", "Aug 19", "Aug 20", "Aug 23", "Aug 27"])
+maintenancePriorityCol = Col("Priority", ["High", "High", "Medium", "Medium", "Low"])
+maintenanceWorkCol = Col("Required work", ["Inspect vibration alarm", "Replace battery modules", "Clean and test controller", "Exercise isolation valves", "Inspect recurring faults"])
+
+dispatchForm = Form("crew-dispatch", dispatchButtons, [crewTypeControl, dispatchLocationControl, dispatchPriorityControl, dispatchNotesControl])
+crewTypeControl = FormControl("Crew type", crewTypeSelect)
+crewTypeSelect = Select("crew_type", [crewRoad, crewWater, crewElectrical, crewWaste, crewParks, crewTraffic], "Select a crew")
+crewRoad = SelectItem("road", "Roads and sidewalks crew")
+crewWater = SelectItem("water", "Water services crew")
+crewElectrical = SelectItem("electrical", "Electrical and lighting crew")
+crewWaste = SelectItem("waste", "Waste response crew")
+crewParks = SelectItem("parks", "Parks and public realm crew")
+crewTraffic = SelectItem("traffic", "Traffic operations crew")
+dispatchLocationControl = FormControl("Dispatch location", dispatchLocationInput)
+dispatchLocationInput = Input("dispatch_location", "Enter address, intersection, or district")
+dispatchPriorityControl = FormControl("Priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("dispatch_priority", [priorityCritical, priorityHigh, priorityRoutine], "high")
+priorityCritical = RadioItem("Critical", "Immediate life-safety or network failure response", "critical")
+priorityHigh = RadioItem("High", "Respond within 2 hours", "high")
+priorityRoutine = RadioItem("Routine", "Schedule within standard service window", "routine")
+dispatchNotesControl = FormControl("Dispatch instructions", dispatchNotesInput)
+dispatchNotesInput = TextArea("dispatch_notes", "Describe the task, access constraints, and safety notes", 3)
+dispatchButtons = Buttons([dispatchCrew, clearDispatch])
+dispatchCrew = Button("Dispatch crew", null, "primary")
+clearDispatch = Button("Clear", null, "tertiary")
+
+alertForm = Form("public-alert", alertButtons, [alertAudienceControl, alertMessageControl, alertChannelControl])
+alertAudienceControl = FormControl("Audience", alertAudienceSelect)
+alertAudienceSelect = Select("alert_audience", [audienceCitywide, audienceCentral, audienceNorth, audienceEast, audienceSouth, audienceWest], "Choose alert audience", null, "citywide")
+audienceCitywide = SelectItem("citywide", "Citywide")
+audienceCentral = SelectItem("central", "Central District")
+audienceNorth = SelectItem("north", "North District")
+audienceEast = SelectItem("east", "East District")
+audienceSouth = SelectItem("south", "South District")
+audienceWest = SelectItem("west", "West District")
+alertMessageControl = FormControl("Public alert message", alertMessageInput, "Keep the message clear, time-bound, and action-oriented")
+alertMessageInput = TextArea("alert_message", "Enter the public alert message", 4)
+alertChannelControl = FormControl("Delivery channels", alertChannelGroup)
+alertChannelGroup = CheckBoxGroup("alert_channels", [channelApp, channelSms, channelWeb, channelSigns])
+channelApp = CheckBoxItem("City app notification", "Send to subscribed residents", "app", true)
+channelSms = CheckBoxItem("SMS alert", "Send to registered emergency recipients", "sms")
+channelWeb = CheckBoxItem("City website banner", "Publish to public status page", "web", true)
+channelSigns = CheckBoxItem("Variable message signs", "Display on roadside information boards", "signs")
+alertButtons = Buttons([sendAlert, previewAlert])
+sendAlert = Button("Send public alert", null, "primary")
+previewAlert = Button("Preview alert", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-city__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-city__r2.txt
new file mode 100644
index 000000000..abf07fc30
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-city__r2.txt
@@ -0,0 +1,160 @@
+root = Card([header, weather, districtForm, mobilitySection, environmentSection, utilitiesSection, incidentsSection, emergencySection, parkingSection, eventsSection, reportsSection, serviceSection, roadworksSection, maintenanceSection, dispatchForm, alertForm], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide status • Tuesday, 10:42 AM")
+
+weather = Card([weatherTitle, weatherStats], "card", "row", "m", "center", "between")
+weatherTitle = TextContent("Current weather: **Partly cloudy, 22°C**", "large-heavy")
+weatherStats = Table([weatherMetric, weatherValue])
+weatherMetric = Col("Condition", ["Wind", "Humidity", "Rain chance"])
+weatherValue = Col("Now", ["14 km/h SW", "58%", "10%"])
+
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on one district", districtSelect, "Updates dashboard filters for the selected area")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtEast, districtSouth, districtWest], "All districts", null, "all")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "North")
+districtEast = SelectItem("east", "East")
+districtSouth = SelectItem("south", "South")
+districtWest = SelectItem("west", "West")
+districtButtons = Buttons([focusButton])
+focusButton = Button("Apply district focus", null, "primary")
+
+mobilitySection = SectionBlock([congestionItem, transitItem])
+congestionItem = SectionItem("congestion", "Congestion right now", [congestionCallout, congestionChart])
+congestionCallout = Callout("warning", "Moderate congestion", "Network travel time is 18% above normal. Riverside Avenue and the Central Ring are the main pressure points.")
+congestionChart = HorizontalBarChart(["Central Ring", "Riverside Avenue", "Airport Parkway", "North Bridge", "Market Street"], [congestionSeries], "grouped", "Travel time above normal", "Percent")
+congestionSeries = Series("Congestion", [42, 36, 24, 19, 14])
+transitItem = SectionItem("transit", "Transit punctuality", [transitTable])
+transitTable = Table([transitMode, transitOnTime, transitStatus])
+transitMode = Col("Service", ["Metro", "Bus", "Tram", "Commuter rail"])
+transitOnTime = Col("On-time", ["94%", "88%", "91%", "96%"])
+transitStatus = Col("Status", ["Normal", "Minor delays", "Normal", "Normal"])
+
+environmentSection = SectionBlock([airItem])
+airItem = SectionItem("air-quality", "Air quality by district", [airTable])
+airTable = Table([airDistrict, airAqi, airStatus])
+airDistrict = Col("District", ["Central", "North", "East", "South", "West"])
+airAqi = Col("AQI", [68, 42, 74, 51, 39], "number")
+airStatus = Col("Assessment", ["Moderate", "Good", "Moderate", "Good", "Good"])
+
+utilitiesSection = SectionBlock([energyItem, waterItem])
+energyItem = SectionItem("energy", "Energy use — past week", [energyChart])
+energyChart = AreaChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Electricity demand", [1840, 1915, 1880, 1960, 2035, 1760, 1695])
+waterItem = SectionItem("water", "Water use today", [waterProgress, waterText])
+waterProgress = Progress(63, "6.3 million m³ of 10.0 million m³ daily planning threshold")
+waterText = TextContent("Current demand is **4% below** the seasonal average. Peak demand is expected between 6:00 PM and 8:00 PM.")
+
+incidentsSection = SectionBlock([incidentsItem])
+incidentsItem = SectionItem("open-incidents", "Open incidents", [incidentsTable])
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentSeverity, incidentStatus])
+incidentId = Col("ID", ["INC-4821", "INC-4817", "INC-4812", "INC-4806"])
+incidentType = Col("Incident", ["Signal outage", "Water main leak", "Vehicle collision", "Power interruption"])
+incidentLocation = Col("Location", ["8th & Pine, Central", "Harbor Road, East", "North Bridge, North", "Oak Street, West"])
+incidentSeverity = Col("Severity", ["High", "High", "Medium", "Medium"])
+incidentStatus = Col("Status", ["Crew en route", "Repair active", "Police on scene", "Utility notified"])
+
+emergencySection = SectionBlock([emergencyItem])
+emergencyItem = SectionItem("emergency-vehicles", "Emergency vehicle deployment", [emergencyTable])
+emergencyTable = Table([vehicleUnit, vehicleType, vehicleDistrict, vehicleAssignment])
+vehicleUnit = Col("Unit", ["Medic 12", "Engine 4", "Patrol 27", "Rescue 3", "Hazmat 1"])
+vehicleType = Col("Type", ["Ambulance", "Fire engine", "Police", "Rescue", "Specialist"])
+vehicleDistrict = Col("Deployed to", ["Central", "East", "North", "South", "Central"])
+vehicleAssignment = Col("Assignment", ["8th & Pine", "Harbor Road", "North Bridge", "Riverwalk standby", "Station 2 ready"])
+
+parkingSection = SectionBlock([parkingItem])
+parkingItem = SectionItem("parking", "Downtown parking availability", [parkingChart, parkingText])
+parkingChart = PieChart(["Available", "Occupied", "Reserved"], [1240, 4180, 310], "donut")
+parkingText = TextContent("**1,240 spaces available** across downtown garages and curbside zones. Best availability: Civic Center Garage (42%).")
+
+eventsSection = SectionBlock([eventsItem])
+eventsItem = SectionItem("weekend-events", "Public events this weekend", [eventsList])
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Riverfront Food Festival", "Saturday 11:00 AM–9:00 PM • Riverwalk Park • Expected attendance: 12,000")
+eventTwo = ListItem("City Marathon", "Sunday 7:00 AM–1:00 PM • Central and North districts • Rolling road closures")
+eventThree = ListItem("Open-Air Cinema", "Saturday 8:30 PM • Civic Square • Expected attendance: 2,500")
+eventFour = ListItem("East Market Night", "Friday 5:00 PM–10:00 PM • East Market Street • Transit diversion in effect")
+
+reportsSection = SectionBlock([reportsItem])
+reportsItem = SectionItem("citizen-reports", "Citizen reports — live intake", [reportsList, reportsPagination])
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive])
+reportOne = ListItem("Pothole reported", "2 minutes ago • 14 Willow Lane, West • Photo attached")
+reportTwo = ListItem("Streetlight out", "5 minutes ago • 301 Harbor Road, East • Awaiting triage")
+reportThree = ListItem("Missed waste collection", "9 minutes ago • 77 Elm Court, South • Routed to sanitation")
+reportFour = ListItem("Blocked storm drain", "14 minutes ago • 6th & Maple, Central • Priority review")
+reportFive = ListItem("Noise complaint", "18 minutes ago • 19 Northgate Avenue, North • Logged for patrol")
+reportsPagination = PaginationBlock(1, 8)
+
+serviceSection = SectionBlock([serviceItem])
+serviceItem = SectionItem("service-backlog", "Service request backlog", [serviceChart, serviceTable])
+serviceChart = BarChart(["Sanitation", "Roads", "Parks", "Water", "Streetlights"], [openRequests, overdueRequests], "grouped", "Department", "Requests")
+openRequests = Series("Open", [186, 142, 74, 61, 93])
+overdueRequests = Series("Overdue", [18, 24, 6, 9, 14])
+serviceTable = Table([serviceDepartment, serviceOpen, serviceOverdue, serviceTarget])
+serviceDepartment = Col("Department", ["Sanitation", "Roads", "Parks", "Water", "Streetlights"])
+serviceOpen = Col("Open", [186, 142, 74, 61, 93], "number")
+serviceOverdue = Col("Overdue", [18, 24, 6, 9, 14], "number")
+serviceTarget = Col("Within target", ["90%", "83%", "92%", "85%", "88%"])
+
+roadworksSection = SectionBlock([roadworksItem])
+roadworksItem = SectionItem("roadworks", "Roadworks planned this month", [roadworksTable])
+roadworksTable = Table([roadworkProject, roadworkLocation, roadworkDates, roadworkImpact])
+roadworkProject = Col("Project", ["Bridge deck resurfacing", "Waterline replacement", "Protected bike lane", "Signal modernization"])
+roadworkLocation = Col("Location", ["North Bridge", "Riverside Avenue", "Market Street", "Central Ring"])
+roadworkDates = Col("Planned dates", ["Aug 20–28", "Aug 22–Sep 6", "Aug 24–31", "Aug 26–30"])
+roadworkImpact = Col("Traffic impact", ["Night closures", "One lane closed", "Parking restrictions", "Intermittent delays"])
+
+maintenanceSection = SectionBlock([maintenanceItem])
+maintenanceItem = SectionItem("maintenance", "Infrastructure jobs due for maintenance", [maintenanceTable])
+maintenanceTable = Table([maintenanceAsset, maintenanceLocation, maintenanceDue, maintenancePriority])
+maintenanceAsset = Col("Asset", ["Pump Station 4", "Central Tunnel ventilation", "North Substation transformer", "Harbor lift bridge", "West district water valve"])
+maintenanceLocation = Col("Location", ["South", "Central", "North", "East", "West"])
+maintenanceDue = Col("Due", ["Today", "Today", "Tomorrow", "Aug 21", "Aug 22"])
+maintenancePriority = Col("Priority", ["High", "High", "Medium", "Medium", "Low"])
+
+dispatchForm = Form("crew-dispatch", dispatchButtons, [dispatchTypeField, dispatchDistrictField, dispatchDetailsField, dispatchPriorityField])
+dispatchTypeField = FormControl("Crew type", dispatchTypeSelect)
+dispatchTypeSelect = Select("crew_type", [crewRoads, crewWater, crewElectrical, crewSanitation, crewParks], "Select crew")
+crewRoads = SelectItem("roads", "Roads and traffic crew")
+crewWater = SelectItem("water", "Water utility crew")
+crewElectrical = SelectItem("electrical", "Electrical and signals crew")
+crewSanitation = SelectItem("sanitation", "Sanitation crew")
+crewParks = SelectItem("parks", "Parks and public realm crew")
+dispatchDistrictField = FormControl("District", dispatchDistrictSelect)
+dispatchDistrictSelect = Select("dispatch_district", [dispatchCentral, dispatchNorth, dispatchEast, dispatchSouth, dispatchWest], "Select district")
+dispatchCentral = SelectItem("central", "Central")
+dispatchNorth = SelectItem("north", "North")
+dispatchEast = SelectItem("east", "East")
+dispatchSouth = SelectItem("south", "South")
+dispatchWest = SelectItem("west", "West")
+dispatchDetailsField = FormControl("Assignment details", dispatchDetailsInput)
+dispatchDetailsInput = TextArea("dispatch_details", "Location, incident reference, and instructions", 3)
+dispatchPriorityField = FormControl("Dispatch priority", dispatchPriorityRadio)
+dispatchPriorityRadio = RadioGroup("dispatch_priority", [priorityRoutine, priorityUrgent, priorityEmergency], "urgent")
+priorityRoutine = RadioItem("Routine", "Schedule within normal service window", "routine")
+priorityUrgent = RadioItem("Urgent", "Deploy next available qualified crew", "urgent")
+priorityEmergency = RadioItem("Emergency", "Immediate dispatch and escalation", "emergency")
+dispatchButtons = Buttons([dispatchButton, dispatchCancelButton])
+dispatchButton = Button("Dispatch crew", null, "primary")
+dispatchCancelButton = Button("Clear assignment", null, "tertiary")
+
+alertForm = Form("public-alert", alertButtons, [alertMessageField, alertAudienceField, alertChannelField])
+alertMessageField = FormControl("Public alert message", alertMessageInput, "Keep the message concise and include affected locations or timing.")
+alertMessageInput = TextArea("public_alert_message", "Example: Avoid Riverside Avenue between Harbor Road and 9th Street due to emergency water repairs.", 4)
+alertAudienceField = FormControl("Audience", alertAudienceSelect)
+alertAudienceSelect = Select("alert_audience", [audienceCitywide, audienceCentral, audienceNorth, audienceEast, audienceSouth, audienceWest], "Choose audience", null, "citywide")
+audienceCitywide = SelectItem("citywide", "Citywide")
+audienceCentral = SelectItem("central", "Central district")
+audienceNorth = SelectItem("north", "North district")
+audienceEast = SelectItem("east", "East district")
+audienceSouth = SelectItem("south", "South district")
+audienceWest = SelectItem("west", "West district")
+alertChannelField = FormControl("Delivery channels", alertChannelChecks)
+alertChannelChecks = CheckBoxGroup("alert_channels", [channelApp, channelSms, channelWeb, channelSocial])
+channelApp = CheckBoxItem("City app notification", "Send to mobile app subscribers", "app", true)
+channelSms = CheckBoxItem("SMS", "Send to opted-in residents", "sms", false)
+channelWeb = CheckBoxItem("City website banner", "Publish on the public homepage", "web", true)
+channelSocial = CheckBoxItem("Social media", "Post to official city accounts", "social", false)
+alertButtons = Buttons([sendAlertButton, previewAlertButton])
+sendAlertButton = Button("Send public alert", null, "primary")
+previewAlertButton = Button("Preview alert", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-city__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-city__r3.txt
new file mode 100644
index 000000000..aa3ff3cce
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-city__r3.txt
@@ -0,0 +1,133 @@
+root = Card([header, weather, districtForm, overview, transit, airQuality, energy, water, incidents, emergency, parking, events, reports, backlog, roadworks, maintenance, dispatchForm, alertForm], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live coordination dashboard • Tuesday, 10:42 AM")
+weather = Card([weatherTitle, weatherTable], "card", "column", "s")
+weatherTitle = Heading("Current weather", "h3")
+weatherTable = Table([weatherMetric, weatherValue])
+weatherMetric = Col("Metric", ["Conditions", "Temperature", "Wind", "Rain chance"])
+weatherValue = Col("Now", ["Partly cloudy", "22°C", "NW 18 km/h", "15%"])
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on a district", districtSelect, "Updates the operational view for the selected area")
+districtSelect = Select("district", [districtAll, districtCentral, districtNorth, districtRiver, districtHarbor], "All districts", null, "all")
+districtAll = SelectItem("all", "All districts")
+districtCentral = SelectItem("central", "Central")
+districtNorth = SelectItem("north", "Northside")
+districtRiver = SelectItem("river", "Riverside")
+districtHarbor = SelectItem("harbor", "Harbor")
+districtButtons = Buttons([focusButton])
+focusButton = Button("Apply district focus", null, "primary")
+overview = Card([overviewTitle, congestionChart, congestionNote], "card", "column", "s")
+overviewTitle = Heading("Congestion right now", "h3")
+congestionChart = HorizontalBarChart(["Central Loop", "Market Corridor", "North Bridge", "Riverside Drive", "Harbor Route"], [congestionSeries], "grouped", "Congestion index", "Road segment")
+congestionSeries = Series("Live congestion", [88, 76, 69, 54, 42])
+congestionNote = Alert("Heavy traffic in Central Loop", "Average travel time is 31% above normal. Signal timing team has been notified.", "warning")
+transit = Card([transitTitle, transitTable, transitStatus], "card", "column", "s")
+transitTitle = Heading("Transit punctuality", "h3")
+transitTable = Table([transitMode, transitOnTime, transitChange])
+transitMode = Col("Service", ["Metro", "Bus", "Tram", "Commuter rail"])
+transitOnTime = Col("On time", ["94%", "88%", "91%", "96%"])
+transitChange = Col("vs. target", ["+2%", "-4%", "-1%", "+1%"])
+transitStatus = Badge("Network punctuality: 91%", "secondary")
+airQuality = Card([airTitle, airTable, airAlert], "card", "column", "s")
+airTitle = Heading("Air quality by district", "h3")
+airTable = Table([airDistrict, airAqi, airCondition])
+airDistrict = Col("District", ["Central", "Northside", "Riverside", "Harbor", "West End"])
+airAqi = Col("AQI", [78, 52, 61, 96, 44], "number")
+airCondition = Col("Condition", ["Moderate", "Good", "Moderate", "Moderate", "Good"])
+airAlert = Callout("info", "Harbor monitoring", "Fine particulate readings are elevated near the freight corridor but remain below the health advisory threshold.")
+energy = Card([energyTitle, energyChart], "card", "column", "s")
+energyTitle = Heading("Energy use — past week", "h3")
+energyChart = AreaChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Tue"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("City energy demand", [1280, 1345, 1398, 1215, 1180, 1422, 1368])
+water = Card([waterTitle, waterChart, waterText], "card", "column", "s")
+waterTitle = Heading("Water use today", "h3")
+waterChart = LineChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00", "Now"], [waterSeries], "natural", "Time", "ML/hour")
+waterSeries = Series("Water demand", [18, 14, 31, 42, 39, 35, 28])
+waterText = TextContent("Total consumption today: **612 ML** • 4% below the seasonal weekday average.")
+incidents = Card([incidentsTitle, incidentsTable], "card", "column", "s")
+incidentsTitle = Heading("Open incidents", "h3")
+incidentsTable = Table([incidentId, incidentType, incidentLocation, incidentSeverity, incidentStatus])
+incidentId = Col("ID", ["INC-2041", "INC-2038", "INC-2035", "INC-2029"])
+incidentType = Col("Incident", ["Traffic collision", "Water main leak", "Power outage", "Building alarm"])
+incidentLocation = Col("Location", ["North Bridge / 8th Ave", "Pine St, Riverside", "Harbor Warehouse District", "Civic Square"])
+incidentSeverity = Col("Severity", ["High", "High", "Medium", "Low"])
+incidentStatus = Col("Status", ["Response on scene", "Crew en route", "Utility restoring", "Under assessment"])
+emergency = Card([emergencyTitle, emergencyTable], "card", "column", "s")
+emergencyTitle = Heading("Emergency vehicle deployment", "h3")
+emergencyTable = Table([vehicleZone, vehicleType, vehicleCount, vehicleAssignment])
+vehicleZone = Col("Zone", ["Central", "Northside", "Riverside", "Harbor"])
+vehicleType = Col("Vehicles", ["Ambulances", "Fire units", "Police units", "Rescue units"])
+vehicleCount = Col("Deployed", [8, 5, 12, 3], "number")
+vehicleAssignment = Col("Primary assignment", ["Peak traffic coverage", "North Bridge collision", "Water leak perimeter", "Freight corridor standby"])
+parking = Card([parkingTitle, parkingChart, parkingText], "card", "column", "s")
+parkingTitle = Heading("Downtown parking availability", "h3")
+parkingChart = PieChart(["Available", "Occupied", "Reserved"], [1240, 4860, 300], "donut", "circular")
+parkingText = TextContent("**1,240 spaces available** across downtown garages and curbside zones. Highest availability: Riverfront Garage (38%).")
+events = Card([eventsTitle, eventsList], "card", "column", "s")
+eventsTitle = Heading("Public events this weekend", "h3")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Saturday Farmers Market", "Central Plaza • Sat 8:00 AM–2:00 PM • Expected attendance: 4,000")
+eventTwo = ListItem("Riverside Music Festival", "Riverside Park • Sat 3:00 PM–10:00 PM • Expected attendance: 12,000")
+eventThree = ListItem("City Marathon", "Northside to Civic Square • Sun 6:00 AM–1:00 PM • Road closures planned")
+eventFour = ListItem("Harbor Night Market", "Harbor Promenade • Sun 5:00 PM–10:00 PM • Expected attendance: 6,500")
+reports = Card([reportsTitle, reportsList, reportsStatus], "card", "column", "s")
+reportsTitle = Heading("Citizen reports — live intake", "h3")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour])
+reportOne = ListItem("Pothole reported", "2 minutes ago • 114 Cedar Lane, West End • Photo attached")
+reportTwo = ListItem("Streetlight outage", "6 minutes ago • 7th Ave near North Bridge")
+reportThree = ListItem("Missed waste collection", "11 minutes ago • 58 Garden Row, Riverside")
+reportFour = ListItem("Illegal dumping", "18 minutes ago • Harbor Service Road")
+reportsStatus = Badge("27 reports received in the last hour", "outline")
+backlog = Card([backlogTitle, backlogChart, backlogTable], "card", "column", "s")
+backlogTitle = Heading("Service request backlog", "h3")
+backlogChart = BarChart(["Roads", "Waste", "Parks", "Lighting", "Water"], [backlogSeries], "grouped", "Service area", "Open requests")
+backlogSeries = Series("Open requests", [184, 96, 71, 143, 58])
+backlogTable = Table([backlogPriority, backlogCount, backlogSla])
+backlogPriority = Col("Priority", ["Urgent", "High", "Standard"])
+backlogCount = Col("Open requests", [18, 126, 408], "number")
+backlogSla = Col("Within SLA", ["94%", "88%", "81%"])
+roadworks = Card([roadworksTitle, roadworksTable], "card", "column", "s")
+roadworksTitle = Heading("Roadworks planned this month", "h3")
+roadworksTable = Table([roadworkProject, roadworkLocation, roadworkDates, roadworkImpact])
+roadworkProject = Col("Project", ["Resurfacing", "Bridge inspection", "Water utility upgrade", "Cycle lane installation"])
+roadworkLocation = Col("Location", ["Market Corridor", "North Bridge", "Riverside Drive", "West End Boulevard"])
+roadworkDates = Col("Planned dates", ["Aug 19–23", "Aug 21–22", "Aug 26–30", "Aug 28–Sep 6"])
+roadworkImpact = Col("Traffic impact", ["Night lane closures", "Single-lane operation", "Detour in place", "Reduced parking"])
+maintenance = Card([maintenanceTitle, maintenanceTable], "card", "column", "s")
+maintenanceTitle = Heading("Infrastructure jobs due for maintenance", "h3")
+maintenanceTable = Table([maintenanceAsset, maintenanceLocation, maintenanceDue, maintenancePriority])
+maintenanceAsset = Col("Asset", ["Pump Station 4", "Traffic signal cluster", "Stormwater grate", "Streetlight circuit"])
+maintenanceLocation = Col("Location", ["Riverside", "Central Loop", "West End", "Harbor"])
+maintenanceDue = Col("Due", ["Today", "Today", "Tomorrow", "Aug 22"])
+maintenancePriority = Col("Priority", ["High", "High", "Medium", "Medium"])
+dispatchForm = Form("crew-dispatch", dispatchButtons, [crewTypeField, crewLocationField, crewPriorityField, crewNotesField])
+crewTypeField = FormControl("Crew type", crewTypeSelect)
+crewTypeSelect = Select("crew_type", [crewRoads, crewWater, crewElectrical, crewWaste, crewParks], "Choose a crew")
+crewRoads = SelectItem("roads", "Roads and traffic crew")
+crewWater = SelectItem("water", "Water utility crew")
+crewElectrical = SelectItem("electrical", "Electrical maintenance crew")
+crewWaste = SelectItem("waste", "Waste services crew")
+crewParks = SelectItem("parks", "Parks and public realm crew")
+crewLocationField = FormControl("Dispatch location", crewLocationInput)
+crewLocationInput = Input("dispatch_location", "Enter address, intersection, or asset ID")
+crewPriorityField = FormControl("Priority", crewPriorityRadio)
+crewPriorityRadio = RadioGroup("dispatch_priority", [priorityUrgent, priorityHigh, priorityStandard], "high")
+priorityUrgent = RadioItem("Urgent", "Immediate safety or service risk", "urgent")
+priorityHigh = RadioItem("High", "Respond within two hours", "high")
+priorityStandard = RadioItem("Standard", "Schedule within the service window", "standard")
+crewNotesField = FormControl("Dispatch notes", crewNotesInput)
+crewNotesInput = TextArea("dispatch_notes", "Describe the assignment and access requirements", 3)
+dispatchButtons = Buttons([dispatchButton])
+dispatchButton = Button("Dispatch crew", null, "primary")
+alertForm = Form("public-alert", alertButtons, [alertAudienceField, alertMessageField])
+alertAudienceField = FormControl("Alert audience", alertAudienceSelect)
+alertAudienceSelect = Select("alert_audience", [audienceAll, audienceCentral, audienceNorth, audienceRiver, audienceHarbor], "Select audience")
+audienceAll = SelectItem("all_residents", "All city residents")
+audienceCentral = SelectItem("central_residents", "Central district residents")
+audienceNorth = SelectItem("north_residents", "Northside residents")
+audienceRiver = SelectItem("river_residents", "Riverside residents")
+audienceHarbor = SelectItem("harbor_residents", "Harbor district residents")
+alertMessageField = FormControl("Public alert message", alertMessageInput, "Keep the message concise and include the expected duration where known")
+alertMessageInput = TextArea("public_alert_message", "Example: North Bridge is reduced to one lane until 4 PM due to an active incident.", 4)
+alertButtons = Buttons([sendAlertButton, previewAlertButton])
+sendAlertButton = Button("Send public alert", null, "primary")
+previewAlertButton = Button("Preview alert", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-city__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-city__r4.txt
new file mode 100644
index 000000000..61bdd1bdf
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-city__r4.txt
@@ -0,0 +1,123 @@
+root = Card([header, weatherRow, districtForm, congestion, transit, airQuality, energy, water, incidents, emergency, parking, events, citizenReports, backlog, dispatchForm, alertForm, roadworks, maintenance], "clear", "column", "l")
+header = CardHeader("City Operations Center", "Live citywide status • Tuesday, 18 August 2026 • 10:42 AM")
+weatherRow = Card([weather, overallStatus], "card", "row", "m", "center", "between")
+weather = TextContent("**Current weather:** 24°C, partly cloudy • Wind W 14 km/h • Humidity 58% • No weather warnings", "large")
+overallStatus = Badge("Operations stable", "secondary")
+districtForm = Form("district-focus", districtButtons, [districtField])
+districtField = FormControl("Focus on a district", districtSelect, "Filter operational views to a local area")
+districtSelect = Select("district", [centralOption, northOption, eastOption, southOption, westOption], "All districts")
+centralOption = SelectItem("central", "Central")
+northOption = SelectItem("north", "North")
+eastOption = SelectItem("east", "East")
+southOption = SelectItem("south", "South")
+westOption = SelectItem("west", "West")
+districtButtons = Buttons([focusButton])
+focusButton = Button("Apply district focus", null, "primary")
+congestion = Card([congestionHeader, congestionChart, congestionNote], "card", "column", "s")
+congestionHeader = CardHeader("Congestion right now", "Network speed is 82% of normal; 3 corridors are heavily congested")
+congestionChart = HorizontalBarChart(["Harbor Tunnel", "Central Ring Road", "Market Street", "Airport Parkway", "Riverside Drive"], [congestionSeries], "grouped", "Congestion index", "Corridor")
+congestionSeries = Series("Current congestion", [92, 81, 67, 46, 38])
+congestionNote = Callout("warning", "Peak congestion at Harbor Tunnel", "Average travel time is 19 minutes above normal. Signal operations team is monitoring the northbound approach.")
+transit = Card([transitHeader, transitChart, transitTable], "card", "column", "s")
+transitHeader = CardHeader("Transit punctuality", "89% of trips are on time across bus, rail, and tram services")
+transitChart = BarChart(["Bus", "Metro", "Tram", "Commuter Rail"], [onTimeSeries], "grouped", "Mode", "On-time %")
+onTimeSeries = Series("On-time performance", [86, 94, 91, 84])
+transitTable = Table([routeCol, punctualityCol, statusCol])
+routeCol = Col("Route", ["Bus 12", "Metro Blue", "Tram T3", "Rail North"])
+punctualityCol = Col("On time", ["78%", "96%", "89%", "81%"])
+statusCol = Col("Status", ["Delayed", "Normal", "Minor delay", "Delayed"])
+airQuality = Card([airHeader, airChart, airNote], "card", "column", "s")
+airHeader = CardHeader("Air quality by district", "Citywide AQI: 54 — moderate")
+airChart = BarChart(["Central", "North", "East", "South", "West"], [aqiSeries], "grouped", "District", "AQI")
+aqiSeries = Series("AQI", [62, 41, 58, 71, 47])
+airNote = TextCallout("warning", "South district elevated", "AQI 71 is driven by ozone levels near the industrial corridor. Sensitive groups should limit prolonged outdoor activity.")
+energy = Card([energyHeader, energyChart], "card", "column", "s")
+energyHeader = CardHeader("Energy use — past week", "Daily municipal and citywide demand in MWh")
+energyChart = AreaChart(["Wed", "Thu", "Fri", "Sat", "Sun", "Mon", "Today"], [energySeries], "natural", "Day", "MWh")
+energySeries = Series("Energy use", [1180, 1215, 1260, 1095, 1040, 1290, 1245])
+water = Card([waterHeader, waterProgress, waterText], "card", "column", "s")
+waterHeader = CardHeader("Water use today", "Demand is tracking below the seasonal average")
+waterProgress = Progress(68, "68% of projected daily capacity used")
+waterText = TextContent("Current usage: **412 ML** • Projected end-of-day: **606 ML** • Reservoir storage: **84%**")
+incidents = Card([incidentHeader, incidentTable], "card", "column", "s")
+incidentHeader = CardHeader("Open incidents", "6 active incidents requiring coordination")
+incidentTable = Table([incidentTypeCol, incidentLocationCol, incidentSeverityCol, incidentStatusCol])
+incidentTypeCol = Col("Incident", ["Water main break", "Traffic collision", "Power outage", "Structure fire", "Gas leak", "Signal failure"])
+incidentLocationCol = Col("Location", ["8th Ave & Pine St", "Harbor Tunnel NB", "Eastwood Station", "214 Mason Rd", "Westgate Plaza", "Market St & 3rd"])
+incidentSeverityCol = Col("Severity", ["High", "High", "Medium", "Critical", "High", "Medium"])
+incidentStatusCol = Col("Status", ["Crew on site", "Police attending", "Utility dispatched", "Fire command active", "Evacuating area", "Technician en route"])
+emergency = Card([emergencyHeader, emergencyTable], "card", "column", "s")
+emergencyHeader = CardHeader("Emergency vehicle deployment", "34 units deployed; 12 units available")
+emergencyTable = Table([unitCol, deploymentCol, countCol, readinessCol])
+unitCol = Col("Unit type", ["Ambulance", "Fire engine", "Police patrol", "Rescue unit"])
+deploymentCol = Col("Primary deployment", ["Central & East", "Westgate fire", "Harbor Tunnel", "North district"])
+countCol = Col("Deployed", [12, 8, 11, 3])
+readinessCol = Col("Availability", ["4 available", "2 available", "5 available", "1 available"])
+parking = Card([parkingHeader, parkingChart, parkingNote], "card", "column", "s")
+parkingHeader = CardHeader("Downtown parking availability", "1,146 spaces currently available across monitored facilities")
+parkingChart = PieChart(["Available", "Occupied", "Reserved"], [1146, 3832, 222], "donut")
+parkingNote = TextContent("Best availability: **Riverfront Garage (42%)** and **Civic Center Garage (35%)**. Street parking occupancy is 91%.")
+events = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = CardHeader("Public events this weekend", "Expected attendance and operational notes")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Summer Night Market", "Friday 5:00–10:00 PM • Central Plaza • Expected attendance: 8,000")
+eventTwo = ListItem("City Marathon", "Saturday 7:00 AM–1:00 PM • Riverside route • Expected attendance: 15,000 • Road closures planned")
+eventThree = ListItem("Harbor Music Festival", "Saturday–Sunday • Harbor Park • Expected attendance: 22,000")
+eventFour = ListItem("Community Clean-up Day", "Sunday 9:00 AM–12:00 PM • 14 neighborhood sites • Expected attendance: 1,200")
+citizenReports = Card([reportsHeader, reportsList], "card", "column", "s")
+reportsHeader = CardHeader("Citizen reports — live intake", "27 reports received in the last hour")
+reportsList = ListBlock([reportOne, reportTwo, reportThree, reportFour, reportFive])
+reportOne = ListItem("Pothole reported", "2 minutes ago • 44 Linden Street • Photo attached")
+reportTwo = ListItem("Missed waste collection", "6 minutes ago • South district • Route 18")
+reportThree = ListItem("Blocked storm drain", "11 minutes ago • Oak Street near 5th Avenue")
+reportFour = ListItem("Streetlight outage", "18 minutes ago • Northbridge pedestrian path")
+reportFive = ListItem("Illegal dumping", "24 minutes ago • East industrial access road")
+backlog = Card([backlogHeader, backlogChart, backlogText], "card", "column", "s")
+backlogHeader = CardHeader("Service request backlog", "486 open requests; 72 are beyond target response time")
+backlogChart = HorizontalBarChart(["Roads", "Waste", "Parks", "Streetlights", "Water", "Permits"], [backlogSeries], "grouped", "Open requests", "Service")
+backlogSeries = Series("Backlog", [138, 96, 71, 64, 52, 65])
+backlogText = TextCallout("info", "Priority queue", "Roads and waste requests account for 48% of the current backlog. Weekend crews are scheduled for 64 work orders.")
+dispatchForm = Form("crew-dispatch", dispatchButtons, [crewTypeField, dispatchLocationField, dispatchPriorityField, dispatchNotesField])
+crewTypeField = FormControl("Crew type", crewTypeSelect)
+crewTypeSelect = Select("crew_type", [roadCrewOption, waterCrewOption, electricalCrewOption, wasteCrewOption, parksCrewOption], "Select crew")
+roadCrewOption = SelectItem("roads", "Road maintenance crew")
+waterCrewOption = SelectItem("water", "Water utility crew")
+electricalCrewOption = SelectItem("electrical", "Electrical / streetlight crew")
+wasteCrewOption = SelectItem("waste", "Waste services crew")
+parksCrewOption = SelectItem("parks", "Parks and public realm crew")
+dispatchLocationField = FormControl("Dispatch location", dispatchLocationInput)
+dispatchLocationInput = Input("dispatch_location", "Enter address, intersection, or district")
+dispatchPriorityField = FormControl("Priority", dispatchPrioritySelect)
+dispatchPrioritySelect = Select("dispatch_priority", [priorityCritical, priorityHigh, priorityNormal], "Select priority")
+priorityCritical = SelectItem("critical", "Critical")
+priorityHigh = SelectItem("high", "High")
+priorityNormal = SelectItem("normal", "Normal")
+dispatchNotesField = FormControl("Dispatch notes", dispatchNotesInput)
+dispatchNotesInput = TextArea("dispatch_notes", "Describe the task, access details, and safety requirements", 3)
+dispatchButtons = Buttons([dispatchButton])
+dispatchButton = Button("Dispatch crew", null, "primary")
+alertForm = Form("public-alert", alertButtons, [alertAudienceField, alertMessageField])
+alertAudienceField = FormControl("Alert audience", alertAudienceSelect)
+alertAudienceSelect = Select("alert_audience", [allResidentsOption, centralResidentsOption, southResidentsOption, travelersOption], "Select audience")
+allResidentsOption = SelectItem("all", "All residents")
+centralResidentsOption = SelectItem("central", "Central district residents")
+southResidentsOption = SelectItem("south", "South district residents")
+travelersOption = SelectItem("travelers", "Commuters and travelers")
+alertMessageField = FormControl("Public alert message", alertMessageInput, "Keep the message clear, actionable, and location-specific")
+alertMessageInput = TextArea("alert_message", "Write the public alert message", 4)
+alertButtons = Buttons([sendAlertButton])
+sendAlertButton = Button("Send public alert", null, "primary")
+roadworks = Card([roadworksHeader, roadworksTable], "card", "column", "s")
+roadworksHeader = CardHeader("Roadworks planned this month", "12 planned projects; 4 begin within the next seven days")
+roadworksTable = Table([workProjectCol, workLocationCol, workDatesCol, workImpactCol])
+workProjectCol = Col("Project", ["Bridge resurfacing", "Waterline renewal", "Signal upgrade", "Cycle lane construction", "Pavement repairs"])
+workLocationCol = Col("Location", ["Northbridge", "Pine Street", "Market & 3rd", "Riverside Drive", "Airport Parkway"])
+workDatesCol = Col("Dates", ["Aug 20–28", "Aug 22–Sep 6", "Aug 25–27", "Aug 26–Sep 14", "Aug 29–31"])
+workImpactCol = Col("Traffic impact", ["Lane closures", "Local detours", "Night work", "Reduced lanes", "Weekend closures"])
+maintenance = Card([maintenanceHeader, maintenanceTable], "card", "column", "s")
+maintenanceHeader = CardHeader("Infrastructure jobs due for maintenance", "8 jobs due within 14 days")
+maintenanceTable = Table([assetCol, maintenanceLocationCol, dueCol, conditionCol])
+assetCol = Col("Asset", ["Pump Station 4", "Northbridge expansion joint", "Traffic signal cabinet", "Central library HVAC", "Stormwater gate 12", "Streetlight circuit E-7"])
+maintenanceLocationCol = Col("Location", ["South district", "Northbridge", "Market Street", "Civic Square", "Harbor Basin", "Eastwood"])
+dueCol = Col("Due", ["Today", "Aug 20", "Aug 21", "Aug 23", "Aug 25", "Aug 28"])
+conditionCol = Col("Condition", ["High priority", "Monitor closely", "Service required", "Scheduled", "Inspection due", "Service required"])
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r1.txt
new file mode 100644
index 000000000..a49c1788c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r1.txt
@@ -0,0 +1,121 @@
+root = Card([header, severitySummary, zoneFocusForm, incidentsTable, resourceTable, shelterTable, routeTable, weatherChart, peopleTable, volunteerTable, donationsTable, aidTable, communicationsTable, roadsTable, hospitalsTable, tasksTable, resourceRequestForm, broadcastForm, situationForm], "clear", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 08:30 local time")
+severitySummary = Card([severityHeader, severityChart, severityAlert], "card", "column", "m")
+severityHeader = Heading("Overall severity summary", "h2")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [3, 5, 7, 4], "donut")
+severityAlert = Alert("Priority escalation", "Three critical incidents require immediate command review.", "destructive")
+zoneFocusForm = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view on zone", zoneFocusSelect)
+zoneFocusSelect = Select("focus_zone", [zoneNorth, zoneEast, zoneCentral, zoneSouth, zoneWest], "Select a zone")
+zoneNorth = SelectItem("north", "North Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneCentral = SelectItem("central", "Central Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneFocusButtons = Buttons([applyZoneButton])
+applyZoneButton = Button("Focus zone", null, "primary")
+incidentsTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "North", "East", "Central", "South", "West"])
+incidentNameCol = Col("Active incident", ["River flooding", "Apartment fire", "Bridge collapse", "Power outage", "Landslide", "Hazmat spill"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "Critical", "High", "Moderate", "High"])
+incidentStatusCol = Col("Status", ["Rescue underway", "Contained", "Access restricted", "Crews deployed", "Assessment active", "Isolation active"])
+resourceTable = Table([resourceTypeCol, resourceAvailableCol, resourceReadyCol])
+resourceTypeCol = Col("Available resources", ["Ambulances", "Fire engines", "High-water vehicles", "Rescue boats", "Personnel", "Medical kits", "Food parcels", "Water cases"])
+resourceAvailableCol = Col("Available", [18, 11, 7, 9, 146, 320, 1800, 2400], "number")
+resourceReadyCol = Col("Readiness", ["16 deployable", "10 deployable", "6 deployable", "8 deployable", "112 on duty", "Ready", "Ready", "Ready"])
+shelterTable = Table([shelterNameCol, shelterCapacityCol, shelterOccupancyCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["North High School", "East Community Center", "Central Arena", "South Church Hall", "West Recreation Center"])
+shelterCapacityCol = Col("Capacity", [500, 350, 800, 250, 400], "number")
+shelterOccupancyCol = Col("Occupancy", [412, 286, 603, 144, 321], "number")
+shelterStatusCol = Col("Status", ["Near capacity", "Open", "Open", "Open", "Near capacity"])
+routeTable = Table([routeNameCol, routeStatusCol, routeDetailCol])
+routeNameCol = Col("Evacuation route", ["Route A: Northbound", "Route B: East Corridor", "Route C: Central Loop", "Route D: South Highway", "Route E: West Ridge"])
+routeStatusCol = Col("Status", ["Open", "Restricted", "Closed", "Open", "Restricted"])
+routeDetailCol = Col("Operational detail", ["Police escort active", "One lane, buses only", "Flooded underpass", "Clear to shelter network", "Debris clearance in progress"])
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [temperatureSeries, rainSeries, windSeries], "natural", "Forecast horizon", "Conditions")
+temperatureSeries = Series("Temperature °C", [24, 22, 20, 19, 21, 23, 25, 24, 22])
+rainSeries = Series("Rain probability %", [70, 85, 90, 75, 55, 40, 35, 50, 65])
+windSeries = Series("Wind km/h", [18, 24, 32, 38, 30, 22, 16, 20, 28])
+peopleTable = Table([peopleMetricCol, peopleCountCol, peopleDetailCol])
+peopleMetricCol = Col("People impact", ["Rescued", "Evacuated", "Casualties", "Missing persons"])
+peopleCountCol = Col("Count", [287, 1465, 12, 19], "number")
+peopleDetailCol = Col("Current detail", ["Since activation", "Across all zones", "8 treated, 4 critical", "Search teams assigned"])
+volunteerTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerStatusCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Daniel Ortiz", "Priya Shah", "Ethan Brooks", "Lena Okafor", "Noah Williams"])
+volunteerAssignmentCol = Col("Assignment", ["North shelter intake", "East supply distribution", "Central family reunification", "South route support", "West medical triage", "Command communications"])
+volunteerStatusCol = Col("Status", ["On duty", "On duty", "On duty", "On duty", "On duty", "On duty"])
+donationsTable = Table([donationTypeCol, donationAmountCol, donationUseCol])
+donationTypeCol = Col("Donations received", ["Cash", "Bottled water", "Blankets", "Ready meals", "Medical supplies"])
+donationAmountCol = Col("Amount", ["$184,500", "4,200 cases", "1,860 units", "3,400 meals", "760 kits"])
+donationUseCol = Col("Allocation", ["Emergency procurement", "Shelter distribution", "North and West shelters", "All shelter kitchens", "Medical response teams"])
+aidTable = Table([aidRequestCol, aidZoneCol, aidPriorityCol, aidStatusCol])
+aidRequestCol = Col("Aid request awaiting action", ["Insulin and refrigerated transport", "Portable generators", "Infant formula", "Wheelchair-accessible transport", "Sandbags"])
+aidZoneCol = Col("Zone", ["North", "Central", "East", "South", "West"])
+aidPriorityCol = Col("Priority", ["Critical", "High", "High", "Moderate", "Moderate"])
+aidStatusCol = Col("Status", ["Awaiting dispatch", "Awaiting approval", "Awaiting supply check", "Awaiting vehicle", "Awaiting crew"])
+communicationsTable = Table([channelCol, channelStatusCol, channelDetailCol])
+channelCol = Col("Communication channel", ["Emergency radio network", "Cellular network", "Satellite phones", "Public alert system", "Operations chat", "Shelter hotline"])
+channelStatusCol = Col("Status", ["Up", "Degraded", "Up", "Up", "Up", "Degraded"])
+channelDetailCol = Col("Detail", ["All repeaters operational", "Congestion in North Zone", "12 units connected", "Last alert delivered 08:15", "Command rooms connected", "High call volume"])
+roadsTable = Table([roadNameCol, roadReasonCol, roadClosureCol])
+roadNameCol = Col("Closed road", ["Riverside Drive", "East Bridge Approach", "Central Underpass", "Pine Ridge Road", "Harbor Tunnel"])
+roadReasonCol = Col("Reason", ["Floodwater", "Structural inspection", "Flooding", "Landslide debris", "Hazmat perimeter"])
+roadClosureCol = Col("Closure status", ["Closed both directions", "Closed to heavy vehicles", "Fully closed", "Closed pending clearance", "Fully closed"])
+hospitalsTable = Table([hospitalNameCol, hospitalBedsCol, hospitalCapabilityCol])
+hospitalNameCol = Col("Nearby hospital", ["St. Anne Medical Center", "Riverside General", "Eastside Trauma Hospital", "Mercy Community Hospital", "West Valley Clinic"])
+hospitalBedsCol = Col("Free beds", [18, 11, 7, 23, 9], "number")
+hospitalCapabilityCol = Col("Capability", ["Trauma and ICU", "Emergency surgery", "Major trauma", "General emergency", "Urgent care"])
+tasksTable = Table([taskNameCol, taskAssigneeCol, taskPriorityCol, taskStatusCol])
+taskNameCol = Col("Open task", ["Inspect North levee", "Deliver generators to Central", "Confirm East shelter supplies", "Clear Pine Ridge Road", "Reconcile missing-person reports", "Update public evacuation map"])
+taskAssigneeCol = Col("Assignee", ["Engineering Team 2", "Logistics Unit Bravo", "Shelter Lead Priya Shah", "Public Works Crew 4", "Search Coordinator Daniel Ortiz", "Public Information Officer"])
+taskPriorityCol = Col("Priority", ["Critical", "High", "High", "High", "Critical", "Moderate"])
+taskStatusCol = Col("Status", ["In progress", "Assigned", "Assigned", "In progress", "In progress", "Pending"])
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [resourceTypeField, resourceQuantityField, resourceZoneField])
+resourceTypeField = FormControl("Resource type", resourceTypeSelect)
+resourceTypeSelect = Select("resource_type", [ambulanceOption, personnelOption, waterOption, foodOption, medicalOption, generatorOption], "Choose resource type")
+ambulanceOption = SelectItem("ambulances", "Ambulances")
+personnelOption = SelectItem("personnel", "Personnel")
+waterOption = SelectItem("water", "Water cases")
+foodOption = SelectItem("food", "Food parcels")
+medicalOption = SelectItem("medical", "Medical kits")
+generatorOption = SelectItem("generators", "Portable generators")
+resourceQuantityField = FormControl("Quantity requested", resourceQuantityInput)
+resourceQuantityInput = Input("quantity", "Enter quantity", "number")
+resourceZoneField = FormControl("Destination zone", resourceZoneSelect)
+resourceZoneSelect = Select("destination_zone", [requestNorth, requestEast, requestCentral, requestSouth, requestWest], "Select destination")
+requestNorth = SelectItem("north", "North Zone")
+requestEast = SelectItem("east", "East Zone")
+requestCentral = SelectItem("central", "Central Zone")
+requestSouth = SelectItem("south", "South Zone")
+requestWest = SelectItem("west", "West Zone")
+resourceRequestButtons = Buttons([submitResourceRequestButton])
+submitResourceRequestButton = Button("Request resources", null, "primary")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastMessageField, broadcastChannelField])
+broadcastMessageField = FormControl("Broadcast message", broadcastMessageInput)
+broadcastMessageInput = TextArea("broadcast_message", "Enter public or operational update", 4)
+broadcastChannelField = FormControl("Broadcast channel", broadcastChannelSelect)
+broadcastChannelSelect = Select("broadcast_channel", [publicAlertOption, radioOption, chatOption, hotlineOption], "Select channel")
+publicAlertOption = SelectItem("public_alert", "Public alert system")
+radioOption = SelectItem("radio", "Emergency radio network")
+chatOption = SelectItem("chat", "Operations chat")
+hotlineOption = SelectItem("hotline", "Shelter hotline")
+broadcastButtons = Buttons([sendBroadcastButton])
+sendBroadcastButton = Button("Broadcast update", null, "primary")
+situationForm = Form("situation-report", situationButtons, [situationZoneField, situationSummaryField, situationSeverityField])
+situationZoneField = FormControl("Reporting zone", situationZoneSelect)
+situationZoneSelect = Select("report_zone", [reportNorth, reportEast, reportCentral, reportSouth, reportWest], "Select reporting zone")
+reportNorth = SelectItem("north", "North Zone")
+reportEast = SelectItem("east", "East Zone")
+reportCentral = SelectItem("central", "Central Zone")
+reportSouth = SelectItem("south", "South Zone")
+reportWest = SelectItem("west", "West Zone")
+situationSummaryField = FormControl("Situation report", situationSummaryInput)
+situationSummaryInput = TextArea("situation_summary", "Describe conditions, needs, actions, and risks", 5)
+situationSeverityField = FormControl("Severity", situationSeveritySelect)
+situationSeveritySelect = Select("report_severity", [criticalSeverity, highSeverity, moderateSeverity, lowSeverity], "Select severity")
+criticalSeverity = SelectItem("critical", "Critical")
+highSeverity = SelectItem("high", "High")
+moderateSeverity = SelectItem("moderate", "Moderate")
+lowSeverity = SelectItem("low", "Low")
+situationButtons = Buttons([fileSituationButton])
+fileSituationButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r2.txt
new file mode 100644
index 000000000..dd7cc1c2d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r2.txt
@@ -0,0 +1,148 @@
+root = Card([header, severityAlert, zoneFocus, incidentsSection, resourcesSection, sheltersSection, routesSection, weatherSection, outcomesSection, volunteersSection, donationsSection, aidSection, communicationsSection, roadsSection, hospitalsSection, tasksSection, resourceRequestForm, broadcastForm, situationReportForm], "clear", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational dashboard • Updated 14:30 local time")
+severityAlert = Alert("Overall severity: Critical", "3 active incidents require immediate coordination. Priority focus: North River, Central District, and East Industrial.", "destructive")
+zoneFocus = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view on zone", zoneFocusSelect)
+zoneFocusSelect = Select("focus_zone", [zoneAll, zoneNorth, zoneCentral, zoneEast, zoneSouth], "Select a zone", null, "all", "medium")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north-river", "North River")
+zoneCentral = SelectItem("central", "Central District")
+zoneEast = SelectItem("east-industrial", "East Industrial")
+zoneSouth = SelectItem("south-hills", "South Hills")
+zoneFocusButtons = Buttons([applyZoneButton])
+applyZoneButton = Button("Apply zone focus", null, "primary")
+incidentsSection = SectionBlock([incidentsItem], false)
+incidentsItem = SectionItem("active-incidents", "Active incidents by zone", [incidentsTable])
+incidentsTable = Table([incidentZoneCol, incidentTypeCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North River", "Central District", "East Industrial", "South Hills", "West Harbor"])
+incidentTypeCol = Col("Incident", ["Flash flooding", "Building collapse", "Chemical fire", "Landslide risk", "Power outage"])
+incidentSeverityCol = Col("Severity", ["Critical", "Critical", "High", "Moderate", "High"])
+incidentStatusCol = Col("Status", ["Evacuation active", "Search and rescue", "Hazmat containment", "Monitoring", "Utility restoration"])
+resourcesSection = SectionBlock([resourcesItem], false)
+resourcesItem = SectionItem("available-resources", "Available vehicles, personnel, and supplies", [resourcesTable])
+resourcesTable = Table([resourceTypeCol, resourceAvailableCol, resourceReadyCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Fire engines", "Rescue boats", "Response personnel", "Medical kits", "Water rations", "Emergency blankets"])
+resourceAvailableCol = Col("Available", [18, 11, 7, 146, 420, 1850, 960])
+resourceReadyCol = Col("Readiness", ["15 deployable", "9 deployable", "6 deployable", "128 on duty", "320 packed", "1,200 distributed-ready", "740 distributed-ready"])
+sheltersSection = SectionBlock([sheltersItem], false)
+sheltersItem = SectionItem("shelters", "Shelters: capacity and occupancy", [sheltersTable])
+sheltersTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupancyCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Riverside Community Hall", "Central High School", "East Sports Arena", "South Civic Center"])
+shelterZoneCol = Col("Zone", ["North River", "Central District", "East Industrial", "South Hills"])
+shelterCapacityCol = Col("Capacity", [600, 850, 500, 400])
+shelterOccupancyCol = Col("Occupied", [512, 734, 286, 191])
+shelterStatusCol = Col("Status", ["Near capacity", "Near capacity", "Open", "Open"])
+routesSection = SectionBlock([routesItem], false)
+routesItem = SectionItem("evacuation-routes", "Evacuation route status", [routesTable])
+routesTable = Table([routeNameCol, routeZoneCol, routeStatusCol, routeDetailCol])
+routeNameCol = Col("Route", ["E-1 Riverside Parkway", "E-2 Central Loop", "E-3 East Connector", "E-4 Hillside Road"])
+routeZoneCol = Col("Zone", ["North River", "Central District", "East Industrial", "South Hills"])
+routeStatusCol = Col("Status", ["Restricted", "Open", "Closed", "Open"])
+routeDetailCol = Col("Operational note", ["One lane outbound; escorted buses only", "Clear; traffic control active", "Closed due to smoke and debris", "Open for staged evacuation"])
+weatherSection = SectionBlock([weatherItem], false)
+weatherItem = SectionItem("weather-48h", "Weather forecast: next 48 hours", [weatherChart, weatherNote])
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [temperatureSeries, rainfallSeries], "natural", "Forecast period", "Temperature °C / Rainfall mm")
+temperatureSeries = Series("Temperature °C", [24, 23, 21, 20, 22, 25, 26, 24, 22])
+rainfallSeries = Series("Rainfall mm", [8, 14, 22, 18, 9, 4, 2, 6, 12])
+weatherNote = Callout("warning", "Weather risk", "Heavy rain is expected through the next 18 hours, with possible renewed flooding in low-lying North River areas.")
+outcomesSection = SectionBlock([outcomesItem], false)
+outcomesItem = SectionItem("rescue-casualties", "People rescued and casualties", [outcomesTable])
+outcomesTable = Table([outcomeMetricCol, outcomeCountCol, outcomeUpdateCol])
+outcomeMetricCol = Col("Metric", ["People rescued", "Evacuated to shelters", "Treated on scene", "Serious injuries", "Confirmed fatalities"])
+outcomeCountCol = Col("Count", [287, 1723, 64, 19, 3])
+outcomeUpdateCol = Col("Last update", ["14:20", "14:25", "14:18", "14:22", "14:10"])
+volunteersSection = SectionBlock([volunteersItem], false)
+volunteersItem = SectionItem("volunteers", "Volunteers on duty", [volunteersTable])
+volunteersTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerStatusCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Daniel Ortiz", "Priya Shah", "Lucas Martin", "Amina Yusuf"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter intake", "Water distribution", "Family reunification", "Route support", "Medical logistics"])
+volunteerZoneCol = Col("Zone", ["Central District", "North River", "East Industrial", "South Hills", "Central District"])
+volunteerStatusCol = Col("Status", ["On duty", "On duty", "On duty", "En route", "On duty"])
+donationsSection = SectionBlock([donationsItem], false)
+donationsItem = SectionItem("donations", "Donations received", [donationsTable])
+donationsTable = Table([donationTypeCol, donationReceivedCol, donationDistributionCol])
+donationTypeCol = Col("Donation", ["Cash contributions", "Bottled water", "Ready-to-eat meals", "Blankets", "Hygiene kits"])
+donationReceivedCol = Col("Received", ["$184,500", "3,240 cases", "2,870 meals", "1,420 units", "860 kits"])
+donationDistributionCol = Col("Distribution status", ["Allocated to operations", "1,390 cases dispatched", "1,960 meals dispatched", "680 units dispatched", "310 kits dispatched"])
+aidSection = SectionBlock([aidItem], false)
+aidItem = SectionItem("aid-requests", "Aid requests awaiting action", [aidTable])
+aidTable = Table([aidRequestCol, aidZoneCol, aidPriorityCol, aidAgeCol])
+aidRequestCol = Col("Request", ["Portable generators for dialysis clinic", "Wheelchair-accessible evacuation transport", "Infant formula and diapers", "Sandbag delivery", "Interpreter support"])
+aidZoneCol = Col("Zone", ["West Harbor", "North River", "Central District", "South Hills", "East Industrial"])
+aidPriorityCol = Col("Priority", ["Critical", "High", "High", "Moderate", "Moderate"])
+aidAgeCol = Col("Waiting", ["18 min", "26 min", "34 min", "41 min", "52 min"])
+communicationsSection = SectionBlock([communicationsItem], false)
+communicationsItem = SectionItem("communications", "Communication channel status", [communicationsTable])
+communicationsTable = Table([channelCol, channelStatusCol, channelDetailCol])
+channelCol = Col("Channel", ["Emergency radio network", "Cellular network", "Satellite phones", "Public alert system", "Responder messaging platform"])
+channelStatusCol = Col("Status", ["Up", "Degraded", "Up", "Up", "Up"])
+channelDetailCol = Col("Detail", ["All repeaters operational", "Congestion in North River", "12 units checked in", "Last alert sent 13:55", "Delivery rate 98%"])
+roadsSection = SectionBlock([roadsItem], false)
+roadsItem = SectionItem("road-closures", "Roads closed", [roadsTable])
+roadsTable = Table([roadNameCol, roadZoneCol, roadReasonCol, roadReopenCol])
+roadNameCol = Col("Road", ["East Connector Bridge", "Harbor Tunnel", "Riverbank Avenue", "Old Mill Road"])
+roadZoneCol = Col("Zone", ["East Industrial", "West Harbor", "North River", "South Hills"])
+roadReasonCol = Col("Closure reason", ["Smoke and debris", "Flooded access ramp", "Water over roadway", "Landslide assessment"])
+roadReopenCol = Col("Estimated review", ["16:00", "18:00", "17:30", "15:45"])
+hospitalsSection = SectionBlock([hospitalsItem], false)
+hospitalsItem = SectionItem("hospitals", "Nearby hospitals with free beds", [hospitalsTable])
+hospitalsTable = Table([hospitalNameCol, hospitalZoneCol, hospitalFreeBedsCol, hospitalTraumaCol])
+hospitalNameCol = Col("Hospital", ["St. Anne Medical Center", "Metro General Hospital", "Riverside Regional", "Eastside Community Hospital"])
+hospitalZoneCol = Col("Zone", ["Central District", "West Harbor", "North River", "East Industrial"])
+hospitalFreeBedsCol = Col("Free beds", [24, 17, 9, 13])
+hospitalTraumaCol = Col("Trauma status", ["Accepting critical", "Accepting critical", "Limited intake", "Accepting moderate"])
+tasksSection = SectionBlock([tasksItem], false)
+tasksItem = SectionItem("open-tasks", "Open tasks and assignees", [tasksTable])
+tasksTable = Table([taskTitleCol, taskAssigneeCol, taskPriorityCol, taskDueCol])
+taskTitleCol = Col("Task", ["Confirm North River shelter overflow plan", "Deploy hazmat monitoring team", "Coordinate hospital transfer convoy", "Inspect South Hills landslide barrier", "Publish next public update"])
+taskAssigneeCol = Col("Assignee", ["Operations Lead: J. Patel", "Fire Command: R. Lewis", "Medical Coordinator: S. Kim", "Public Works: T. Nguyen", "Communications: E. Brooks"])
+taskPriorityCol = Col("Priority", ["Critical", "Critical", "High", "High", "Moderate"])
+taskDueCol = Col("Due", ["14:45", "14:40", "15:00", "15:15", "15:00"])
+resourceRequestForm = Form("resource-request", resourceRequestButtons, [resourceTypeField, resourceQuantityField, resourceDestinationField])
+resourceTypeField = FormControl("Request resource type", resourceTypeSelect)
+resourceTypeSelect = Select("resource_type", [resourceAmbulance, resourceBoat, resourcePersonnel, resourceMedical, resourceWater, resourceGenerator], "Choose resource type", null, null, "medium")
+resourceAmbulance = SelectItem("ambulance", "Ambulance")
+resourceBoat = SelectItem("rescue-boat", "Rescue boat")
+resourcePersonnel = SelectItem("personnel", "Response personnel")
+resourceMedical = SelectItem("medical-kits", "Medical kits")
+resourceWater = SelectItem("water", "Water rations")
+resourceGenerator = SelectItem("generator", "Portable generator")
+resourceQuantityField = FormControl("Quantity", resourceQuantityInput)
+resourceQuantityInput = Input("quantity", "Enter quantity", "number")
+resourceDestinationField = FormControl("Destination zone", resourceDestinationSelect)
+resourceDestinationSelect = Select("destination_zone", [destinationNorth, destinationCentral, destinationEast, destinationSouth, destinationWest], "Choose destination", null, null, "medium")
+destinationNorth = SelectItem("north-river", "North River")
+destinationCentral = SelectItem("central", "Central District")
+destinationEast = SelectItem("east-industrial", "East Industrial")
+destinationSouth = SelectItem("south-hills", "South Hills")
+destinationWest = SelectItem("west-harbor", "West Harbor")
+resourceRequestButtons = Buttons([sendResourceRequestButton])
+sendResourceRequestButton = Button("Request resources", null, "primary")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastMessageField, broadcastAudienceField])
+broadcastMessageField = FormControl("Broadcast message", broadcastMessageInput)
+broadcastMessageInput = TextArea("broadcast_message", "Enter public or responder update", 4)
+broadcastAudienceField = FormControl("Audience", broadcastAudienceSelect)
+broadcastAudienceSelect = Select("audience", [audiencePublic, audienceResponders, audienceShelters], "Choose audience", null, "public", "medium")
+audiencePublic = SelectItem("public", "Public alert channels")
+audienceResponders = SelectItem("responders", "All responders")
+audienceShelters = SelectItem("shelters", "Shelter coordinators")
+broadcastButtons = Buttons([sendBroadcastButton])
+sendBroadcastButton = Button("Broadcast update", null, "primary")
+situationReportForm = Form("situation-report", situationReportButtons, [reportSummaryField, reportSeverityField, reportZoneField])
+reportSummaryField = FormControl("Situation report summary", reportSummaryInput)
+reportSummaryInput = TextArea("situation_summary", "Describe conditions, actions taken, and immediate needs", 5)
+reportSeverityField = FormControl("Report severity", reportSeveritySelect)
+reportSeveritySelect = Select("report_severity", [reportCritical, reportHigh, reportModerate, reportLow], "Select severity", null, "high", "medium")
+reportCritical = SelectItem("critical", "Critical")
+reportHigh = SelectItem("high", "High")
+reportModerate = SelectItem("moderate", "Moderate")
+reportLow = SelectItem("low", "Low")
+reportZoneField = FormControl("Affected zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportNorth, reportCentral, reportEast, reportSouth, reportWest], "Select affected zone", null, null, "medium")
+reportNorth = SelectItem("north-river", "North River")
+reportCentral = SelectItem("central", "Central District")
+reportEast = SelectItem("east-industrial", "East Industrial")
+reportSouth = SelectItem("south-hills", "South Hills")
+reportWest = SelectItem("west-harbor", "West Harbor")
+situationReportButtons = Buttons([fileSituationReportButton])
+fileSituationReportButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r3.txt
new file mode 100644
index 000000000..a3ea79800
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r3.txt
@@ -0,0 +1,102 @@
+root = Card([header, severitySummary, incidentTable, resourceTable, shelterTable, routeTable, weatherChart, outcomesTable, volunteerTable, donationsTable, aidRequests, commsTable, roadsTable, hospitalsTable, tasksTable, resourceForm, broadcastForm, zoneForm, sitrepForm], "clear", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 14:30 local time")
+severitySummary = Card([severityHeading, severityChart, severityAlert], "card", "column", "m")
+severityHeading = Heading("Overall severity summary", "h2")
+severityChart = PieChart(["Critical", "High", "Moderate", "Low"], [2, 4, 6, 3], "donut")
+severityAlert = Alert("Level 4 emergency", "Two critical incidents require immediate resource coordination.", "destructive")
+incidentTable = Table([incidentZoneCol, incidentTypeCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North River", "Downtown", "East Hills", "South Industrial", "West Lake"])
+incidentTypeCol = Col("Active incident", ["Flash flooding", "Building collapse", "Wildfire edge", "Chemical spill", "Power outage"])
+incidentSeverityCol = Col("Severity", ["Critical", "Critical", "High", "High", "Moderate"])
+incidentStatusCol = Col("Status", ["Rescue underway", "USAR deployed", "Evacuation active", "Hazmat contained", "Crews assessing"])
+resourceTable = Table([resourceTypeCol, resourceAvailableCol, resourceReadyCol])
+resourceTypeCol = Col("Available resources", ["Ambulances", "Fire engines", "Rescue boats", "Personnel", "Medical kits", "Water pallets"])
+resourceAvailableCol = Col("Available", [18, 12, 7, 146, 380, 920])
+resourceReadyCol = Col("Readiness", ["14 ready", "10 ready", "6 ready", "118 deployable", "320 packed", "760 staged"])
+shelterTable = Table([shelterNameCol, shelterCapacityCol, shelterOccupancyCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Central High School", "Riverside Arena", "East Community Center", "Westfield Church"])
+shelterCapacityCol = Col("Capacity", [850, 1200, 500, 300])
+shelterOccupancyCol = Col("Occupied", [612, 948, 214, 187])
+shelterStatusCol = Col("Status", ["Open", "Near capacity", "Open", "Open"])
+routeTable = Table([routeNameCol, routeStatusCol, routeDetailCol])
+routeNameCol = Col("Evacuation route", ["Route A: North River → Central", "Route B: East Hills → Riverside", "Route C: Downtown → Westfield", "Route D: South Industrial → Central"])
+routeStatusCol = Col("Status", ["Restricted", "Open", "Closed", "Open"])
+routeDetailCol = Col("Operational note", ["One lane open; escorted convoys only", "Clear for buses and private vehicles", "Blocked by collapse debris", "Hazmat perimeter cleared"])
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries, windSeries], "natural", "Forecast horizon", "Rain mm / Wind km/h")
+rainSeries = Series("Rainfall", [12, 18, 26, 21, 14, 9, 6, 4, 3])
+windSeries = Series("Wind", [28, 34, 42, 38, 31, 26, 22, 19, 16])
+outcomesTable = Table([outcomeMetricCol, outcomeValueCol, outcomeNoteCol])
+outcomeMetricCol = Col("People impact", ["Rescued", "Evacuated", "Casualties", "Unaccounted for"])
+outcomeValueCol = Col("Count", [327, 1846, 12, 19])
+outcomeNoteCol = Col("Current status", ["Since activation", "Moved to safe locations", "Confirmed; hospitals notified", "Search teams assigned"])
+volunteerTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerStatusCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Daniel Ortiz", "Priya Nair", "James Walker", "Amina Bello"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter registration", "Sandbag distribution", "Family reunification desk", "Supply warehouse", "Evacuation transport support"])
+volunteerZoneCol = Col("Zone", ["Central High", "North River", "Riverside Arena", "South Industrial", "East Hills"])
+volunteerStatusCol = Col("Status", ["On duty", "On duty", "On duty", "On duty", "On duty"])
+donationsTable = Table([donationTypeCol, donationAmountCol, donationStatusCol])
+donationTypeCol = Col("Donations received", ["Cash", "Bottled water", "Blankets", "Ready-to-eat meals", "Fuel vouchers"])
+donationAmountCol = Col("Amount", ["$84,250", "14,600 bottles", "2,180 units", "6,400 meals", "310 vouchers"])
+donationStatusCol = Col("Status", ["Verified", "Staged", "Distributed", "Staged", "Allocated"])
+aidRequests = ListBlock([aidRequestOne, aidRequestTwo, aidRequestThree, aidRequestFour], "number")
+aidRequestOne = ListItem("North River: rescue boat team", "Awaiting dispatch approval; 14 residents reported isolated", null, "Assign team")
+aidRequestTwo = ListItem("East Hills: pediatric medical supplies", "Shelter clinic requests 40 pediatric kits", null, "Approve request")
+aidRequestThree = ListItem("Downtown: structural engineer", "Assessment needed before reopening Route C", null, "Assign specialist")
+aidRequestFour = ListItem("West Lake: portable generators", "Two care facilities require backup power", null, "Allocate generators")
+commsTable = Table([channelCol, channelStatusCol, channelNoteCol])
+channelCol = Col("Communication channel", ["Emergency radio network", "Cellular service", "Satellite phones", "Public alert system", "Incident command chat"])
+channelStatusCol = Col("Status", ["Up", "Degraded", "Up", "Up", "Up"])
+channelNoteCol = Col("Operational note", ["All repeaters active", "Congestion in North River", "12 devices online", "Last alert sent 14:05", "All command posts connected"])
+roadsTable = Table([roadCol, closureReasonCol, closureStatusCol])
+roadCol = Col("Closed road", ["Harbor Avenue", "8th Street Bridge", "Pine Ridge Road", "Industrial Parkway"])
+closureReasonCol = Col("Reason", ["Floodwater", "Structural inspection", "Wildfire operations", "Chemical spill perimeter"])
+closureStatusCol = Col("Status", ["Closed until water recedes", "Closed; inspection underway", "Closed to public", "Restricted access only"])
+hospitalsTable = Table([hospitalCol, hospitalBedsCol, hospitalCapabilityCol])
+hospitalCol = Col("Nearby hospital", ["St. Anne Medical Center", "Riverside General", "Eastside Trauma Hospital", "Mercy Community Hospital"])
+hospitalBedsCol = Col("Free beds", [24, 18, 11, 32])
+hospitalCapabilityCol = Col("Capability", ["Emergency and ICU", "Emergency and pediatrics", "Level I trauma", "General and overflow"])
+tasksTable = Table([taskCol, assigneeCol, priorityCol, taskStatusCol])
+taskCol = Col("Open task", ["Confirm North River boat launch point", "Inspect Downtown collapse perimeter", "Restock Riverside shelter clinic", "Coordinate fuel delivery to West Lake", "Update family reunification list"])
+assigneeCol = Col("Assignee", ["Lt. Morgan", "Eng. Patel", "Dr. Reyes", "Logistics Team B", "Maya Chen"])
+priorityCol = Col("Priority", ["Critical", "Critical", "High", "High", "Moderate"])
+taskStatusCol = Col("Status", ["In progress", "Awaiting access", "Assigned", "Scheduled", "In progress"])
+resourceForm = Form("resource-request", resourceButtons, [resourceTypeField, resourceQuantityField, resourceZoneField])
+resourceTypeField = FormControl("Resource type", resourceTypeInput)
+resourceTypeInput = Select("resource_type", [resourceOptionVehicles, resourceOptionPersonnel, resourceOptionMedical, resourceOptionSupplies], "Select resource type")
+resourceOptionVehicles = SelectItem("vehicles", "Vehicles")
+resourceOptionPersonnel = SelectItem("personnel", "Personnel")
+resourceOptionMedical = SelectItem("medical", "Medical supplies")
+resourceOptionSupplies = SelectItem("supplies", "General supplies")
+resourceQuantityField = FormControl("Quantity", resourceQuantityInput)
+resourceQuantityInput = Input("quantity", "Enter quantity", "number")
+resourceZoneField = FormControl("Destination zone", resourceZoneInput)
+resourceZoneInput = Select("destination_zone", [zoneNorth, zoneDowntown, zoneEast, zoneSouth, zoneWest], "Select zone")
+resourceButtons = Buttons([resourceSubmitButton])
+resourceSubmitButton = Button("Request more resources", null, "primary")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastMessageField, broadcastAudienceField])
+broadcastMessageField = FormControl("Broadcast message", broadcastMessageInput)
+broadcastMessageInput = TextArea("message", "Enter emergency update for responders and public", 3)
+broadcastAudienceField = FormControl("Audience", broadcastAudienceInput)
+broadcastAudienceInput = Select("audience", [audienceAll, audienceResponders, audiencePublic], "Select audience")
+audienceAll = SelectItem("all", "All channels")
+audienceResponders = SelectItem("responders", "Responders only")
+audiencePublic = SelectItem("public", "Public alert channels")
+broadcastButtons = Buttons([broadcastButton])
+broadcastButton = Button("Broadcast update", null, "primary")
+zoneForm = Form("zone-focus", zoneButtons, [focusZoneField])
+focusZoneField = FormControl("Focus zone", focusZoneInput)
+focusZoneInput = Select("focus_zone", [zoneNorth, zoneDowntown, zoneEast, zoneSouth, zoneWest], "Select a zone")
+zoneButtons = Buttons([focusButton])
+focusButton = Button("Focus on zone", null, "secondary")
+sitrepForm = Form("situation-report", sitrepButtons, [sitrepZoneField, sitrepSummaryField])
+sitrepZoneField = FormControl("Zone", sitrepZoneInput)
+sitrepZoneInput = Select("sitrep_zone", [zoneNorth, zoneDowntown, zoneEast, zoneSouth, zoneWest], "Select reporting zone")
+sitrepSummaryField = FormControl("Situation report", sitrepSummaryInput)
+sitrepSummaryInput = TextArea("situation_summary", "Describe conditions, actions taken, needs, and next steps", 5)
+sitrepButtons = Buttons([sitrepButton])
+sitrepButton = Button("File situation report", null, "primary")
+zoneNorth = SelectItem("north-river", "North River")
+zoneDowntown = SelectItem("downtown", "Downtown")
+zoneEast = SelectItem("east-hills", "East Hills")
+zoneSouth = SelectItem("south-industrial", "South Industrial")
+zoneWest = SelectItem("west-lake", "West Lake")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r4.txt
new file mode 100644
index 000000000..f62fcca3d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-disaster__r4.txt
@@ -0,0 +1,138 @@
+root = Card([header, severityAlert, zoneFocus, incidentHeading, incidentsTable, summaryHeading, severitySummary, resourcesHeading, resourcesTable, sheltersHeading, sheltersTable, routesHeading, routesTable, weatherHeading, weatherChart, outcomesHeading, outcomesTable, volunteersHeading, volunteersTable, donationsHeading, donationsTable, aidHeading, aidTable, communicationsHeading, communicationsTable, roadsHeading, roadsTable, hospitalsHeading, hospitalsTable, tasksHeading, tasksTable, resourceRequestHeading, resourceForm, broadcastHeading, broadcastForm, situationHeading, situationForm], "clear", "column", "l")
+header = CardHeader("Emergency Response Coordination Center", "Operational picture • Updated 14:30 local time")
+severityAlert = Alert("Overall severity: Critical", "Three active high-impact incidents require coordinated evacuation, medical support, and supply movement.", "destructive")
+zoneFocus = Form("zone-focus", zoneFocusButtons, [zoneFocusField])
+zoneFocusField = FormControl("Focus operational view on zone", zoneFocusSelect)
+zoneFocusSelect = Select("focus_zone", [zoneAll, zoneNorth, zoneEast, zoneSouth, zoneWest], "Select a zone", null, "all", "medium")
+zoneAll = SelectItem("all", "All zones")
+zoneNorth = SelectItem("north", "North Zone")
+zoneEast = SelectItem("east", "East Zone")
+zoneSouth = SelectItem("south", "South Zone")
+zoneWest = SelectItem("west", "West Zone")
+zoneFocusButtons = Buttons([applyZoneButton])
+applyZoneButton = Button("Apply zone focus", null, "primary")
+incidentHeading = Heading("Active incidents by zone", "h2")
+incidentsTable = Table([incidentZoneCol, incidentNameCol, incidentSeverityCol, incidentStatusCol])
+incidentZoneCol = Col("Zone", ["North", "East", "South", "West"])
+incidentNameCol = Col("Active incident", ["River flooding", "Industrial fire", "Landslide", "Power outage"])
+incidentSeverityCol = Col("Severity", ["Critical", "High", "High", "Moderate"])
+incidentStatusCol = Col("Status", ["Evacuation active", "Fire containment 70%", "Road access limited", "Restoration crews deployed"])
+summaryHeading = Heading("Overall severity summary", "h2")
+severitySummary = PieChart(["Critical", "High", "Moderate", "Low"], [1, 2, 1, 0], "donut", "circular")
+resourcesHeading = Heading("Available response resources", "h2")
+resourcesTable = Table([resourceTypeCol, resourceAvailableCol, resourceReadyCol])
+resourceTypeCol = Col("Resource", ["Ambulances", "Rescue vehicles", "Fire engines", "Personnel", "Medical supply kits", "Food and water pallets"])
+resourceAvailableCol = Col("Available", [18, 26, 9, 184, 620, 340])
+resourceReadyCol = Col("Readiness", ["16 deployable", "22 deployable", "8 deployable", "142 on duty", "520 ready to distribute", "310 ready to distribute"])
+sheltersHeading = Heading("Shelters: capacity and occupancy", "h2")
+sheltersTable = Table([shelterNameCol, shelterZoneCol, shelterCapacityCol, shelterOccupiedCol, shelterStatusCol])
+shelterNameCol = Col("Shelter", ["Central High School", "Riverside Community Hall", "East Sports Arena", "West Civic Center"])
+shelterZoneCol = Col("Zone", ["North", "North", "East", "West"])
+shelterCapacityCol = Col("Capacity", [600, 350, 800, 450])
+shelterOccupiedCol = Col("Occupied", [512, 278, 621, 184])
+shelterStatusCol = Col("Status", ["Near capacity", "Open", "Open", "Open"])
+routesHeading = Heading("Evacuation route status", "h2")
+routesTable = Table([routeNameCol, routeFromCol, routeStatusCol, routeDetailCol])
+routeNameCol = Col("Route", ["E-1 Riverway", "E-2 North Ridge", "E-3 East Connector", "E-4 West Bypass"])
+routeFromCol = Col("Serving", ["North Zone", "North Zone", "East Zone", "West Zone"])
+routeStatusCol = Col("Status", ["Restricted", "Open", "Closed", "Open"])
+routeDetailCol = Col("Detail", ["One lane; escorted buses only", "Clear for outbound traffic", "Blocked by landslide", "Clear; heavy congestion"])
+weatherHeading = Heading("Weather forecast: next 48 hours", "h2")
+weatherChart = LineChart(["Now", "+6h", "+12h", "+18h", "+24h", "+30h", "+36h", "+42h", "+48h"], [rainSeries, windSeries], "natural", "Forecast horizon", "Rain probability / wind km/h")
+rainSeries = Series("Rain probability (%)", [80, 90, 85, 70, 55, 40, 35, 45, 60])
+windSeries = Series("Wind (km/h)", [24, 31, 38, 42, 35, 28, 22, 26, 33])
+outcomesHeading = Heading("Rescue and casualty totals", "h2")
+outcomesTable = Table([outcomeMetricCol, outcomeTotalCol, outcomeChangeCol])
+outcomeMetricCol = Col("Metric", ["People rescued", "People evacuated", "Injured treated", "Confirmed casualties", "Missing persons"])
+outcomeTotalCol = Col("Total", [428, 1395, 76, 8, 19])
+outcomeChangeCol = Col("Last 6 hours", ["+64", "+211", "+18", "+1", "-3"])
+volunteersHeading = Heading("Volunteers on duty", "h2")
+volunteersTable = Table([volunteerNameCol, volunteerAssignmentCol, volunteerZoneCol, volunteerStatusCol])
+volunteerNameCol = Col("Volunteer", ["Maya Chen", "Luis Romero", "Aisha Patel", "Daniel Kim", "Sofia Alvarez"])
+volunteerAssignmentCol = Col("Assignment", ["Shelter intake", "Food distribution", "Family reunification", "Route support", "Medical logistics"])
+volunteerZoneCol = Col("Zone", ["North", "East", "North", "West", "East"])
+volunteerStatusCol = Col("Status", ["On duty", "On duty", "On duty", "En route", "On duty"])
+donationsHeading = Heading("Donations received", "h2")
+donationsTable = Table([donationTypeCol, donationAmountCol, donationSourceCol])
+donationTypeCol = Col("Donation", ["Cash funding", "Bottled water", "Blankets", "Ready-to-eat meals", "Hygiene kits"])
+donationAmountCol = Col("Received", ["$186,400", "14,800 bottles", "2,140 units", "8,600 meals", "1,320 kits"])
+donationSourceCol = Col("Source", ["Public and corporate donors", "Regional warehouse", "Community drive", "Relief partners", "Health network"])
+aidHeading = Heading("Aid requests awaiting action", "h2")
+aidTable = Table([aidRequestCol, aidZoneCol, aidPriorityCol, aidAgeCol])
+aidRequestCol = Col("Request", ["Portable water tank", "Trauma medical team", "Evacuation buses", "Generator fuel", "Infant supplies"])
+aidZoneCol = Col("Zone", ["North", "East", "North", "West", "Riverside Shelter"])
+aidPriorityCol = Col("Priority", ["Critical", "Critical", "High", "High", "Moderate"])
+aidAgeCol = Col("Waiting", ["18 min", "26 min", "34 min", "41 min", "55 min"])
+communicationsHeading = Heading("Communication channels", "h2")
+communicationsTable = Table([channelNameCol, channelStatusCol, channelDetailCol])
+channelNameCol = Col("Channel", ["Emergency radio network", "Cellular network", "Satellite phones", "Public alert system", "Dispatch data link"])
+channelStatusCol = Col("Status", ["Up", "Degraded", "Up", "Up", "Up"])
+channelDetailCol = Col("Detail", ["All repeaters operational", "Intermittent in North Zone", "12 units connected", "Last alert delivered 14:20", "Latency normal"])
+roadsHeading = Heading("Roads closed", "h2")
+roadsTable = Table([roadNameCol, roadZoneCol, roadReasonCol, roadUpdatedCol])
+roadNameCol = Col("Road", ["East Connector Road", "Riverbank Drive", "Hillside Route 7", "Old Mill Bridge"])
+roadZoneCol = Col("Zone", ["East", "North", "East", "North"])
+roadReasonCol = Col("Closure reason", ["Landslide debris", "Floodwater", "Slope instability", "Structural inspection"])
+roadUpdatedCol = Col("Last update", ["14:12", "14:05", "13:48", "13:30"])
+hospitalsHeading = Heading("Nearby hospitals and free beds", "h2")
+hospitalsTable = Table([hospitalNameCol, hospitalDistanceCol, hospitalBedsCol, hospitalCapabilityCol])
+hospitalNameCol = Col("Hospital", ["St. Anne Medical Center", "Regional General Hospital", "Eastside Trauma Center", "Westfield Clinic"])
+hospitalDistanceCol = Col("Distance", ["3.2 km", "7.8 km", "11.4 km", "6.1 km"])
+hospitalBedsCol = Col("Free beds", [14, 32, 8, 19])
+hospitalCapabilityCol = Col("Capability", ["Emergency and pediatrics", "Trauma and surgery", "Level II trauma", "Urgent care"])
+tasksHeading = Heading("Open tasks", "h2")
+tasksTable = Table([taskNameCol, taskAssigneeCol, taskPriorityCol, taskStatusCol])
+taskNameCol = Col("Task", ["Clear Riverbank Drive checkpoint", "Move water to Central High School", "Verify East Connector closure", "Deploy trauma team to East Zone", "Update family reunification list"])
+taskAssigneeCol = Col("Assignee", ["Operations Unit Bravo", "Luis Romero", "Roads Department", "Dr. N. Shah", "Aisha Patel"])
+taskPriorityCol = Col("Priority", ["Critical", "High", "High", "Critical", "Moderate"])
+taskStatusCol = Col("Status", ["In progress", "Assigned", "Awaiting confirmation", "Dispatching", "In progress"])
+resourceRequestHeading = Heading("Request additional resources", "h2")
+resourceForm = Form("resource-request", resourceButtons, [resourceTypeField, resourceQuantityField, resourceZoneField])
+resourceTypeField = FormControl("Resource type", resourceTypeSelect)
+resourceTypeSelect = Select("resource_type", [resourceAmbulance, resourceWater, resourceMedical, resourceFood, resourceFuel, resourcePersonnel], "Choose resource type")
+resourceAmbulance = SelectItem("ambulance", "Ambulances")
+resourceWater = SelectItem("water", "Water and sanitation supplies")
+resourceMedical = SelectItem("medical", "Medical supplies")
+resourceFood = SelectItem("food", "Food supplies")
+resourceFuel = SelectItem("fuel", "Fuel")
+resourcePersonnel = SelectItem("personnel", "Response personnel")
+resourceQuantityField = FormControl("Quantity", resourceQuantityInput)
+resourceQuantityInput = Input("quantity", "Enter quantity", "number")
+resourceZoneField = FormControl("Destination zone", resourceZoneSelect)
+resourceZoneSelect = Select("request_zone", [requestNorth, requestEast, requestSouth, requestWest], "Select destination zone")
+requestNorth = SelectItem("north", "North Zone")
+requestEast = SelectItem("east", "East Zone")
+requestSouth = SelectItem("south", "South Zone")
+requestWest = SelectItem("west", "West Zone")
+resourceButtons = Buttons([submitResourceButton])
+submitResourceButton = Button("Submit resource request", null, "primary")
+broadcastHeading = Heading("Broadcast an update", "h2")
+broadcastForm = Form("broadcast-update", broadcastButtons, [broadcastMessageField, broadcastChannelField])
+broadcastMessageField = FormControl("Message", broadcastMessageInput)
+broadcastMessageInput = TextArea("broadcast_message", "Write an operational update for responders and the public", 4)
+broadcastChannelField = FormControl("Broadcast channel", broadcastChannelSelect)
+broadcastChannelSelect = Select("broadcast_channel", [broadcastAll, broadcastRadio, broadcastPublic, broadcastShelters], "Choose channel")
+broadcastAll = SelectItem("all", "All available channels")
+broadcastRadio = SelectItem("radio", "Emergency radio network")
+broadcastPublic = SelectItem("public", "Public alert system")
+broadcastShelters = SelectItem("shelters", "Shelter coordinators")
+broadcastButtons = Buttons([sendBroadcastButton])
+sendBroadcastButton = Button("Send broadcast", null, "primary")
+situationHeading = Heading("File a situation report", "h2")
+situationForm = Form("situation-report", situationButtons, [reportZoneField, reportSeverityField, reportDetailsField])
+reportZoneField = FormControl("Zone", reportZoneSelect)
+reportZoneSelect = Select("report_zone", [reportNorth, reportEast, reportSouth, reportWest], "Select zone")
+reportNorth = SelectItem("north", "North Zone")
+reportEast = SelectItem("east", "East Zone")
+reportSouth = SelectItem("south", "South Zone")
+reportWest = SelectItem("west", "West Zone")
+reportSeverityField = FormControl("Severity", reportSeveritySelect)
+reportSeveritySelect = Select("report_severity", [severityCritical, severityHigh, severityModerate, severityLow], "Select severity")
+severityCritical = SelectItem("critical", "Critical")
+severityHigh = SelectItem("high", "High")
+severityModerate = SelectItem("moderate", "Moderate")
+severityLow = SelectItem("low", "Low")
+reportDetailsField = FormControl("Situation details", reportDetailsInput)
+reportDetailsInput = TextArea("situation_details", "Describe conditions, needs, actions taken, and recommended next steps", 5)
+situationButtons = Buttons([fileReportButton])
+fileReportButton = Button("File situation report", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-exec__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r1.txt
new file mode 100644
index 000000000..c0bfa3dea
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r1.txt
@@ -0,0 +1,65 @@
+root = Card([header, controls, kpis, performanceHeading, revenueTrend, costTrend, departmentHeading, budgetTable, headcountChart, commercialHeading, commercialTable, customerTable, governanceHeading, risksTable, initiativesTable, boardItems, exportActions], "clear", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q2 FY2026 executive operating review")
+controls = Form("command-view-controls", controlButtons, [quarterControl, regionControl])
+quarterControl = FormControl("Reporting quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Option, q2Option, q3Option, q4Option], "Select quarter", null, "Q2 FY2026")
+q1Option = SelectItem("Q1 FY2026", "Q1 FY2026")
+q2Option = SelectItem("Q2 FY2026", "Q2 FY2026")
+q3Option = SelectItem("Q3 FY2026", "Q3 FY2026")
+q4Option = SelectItem("Q4 FY2026", "Q4 FY2026")
+regionControl = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [globalOption, americasOption, emeaOption, apacOption], "Select region", null, "Global")
+globalOption = SelectItem("Global", "Global")
+americasOption = SelectItem("Americas", "Americas")
+emeaOption = SelectItem("EMEA", "EMEA")
+apacOption = SelectItem("APAC", "APAC")
+controlButtons = Buttons([applyFiltersButton])
+applyFiltersButton = Button("Apply view", null, "primary")
+kpis = Table([kpiMetric, kpiValue, kpiContext])
+kpiMetric = Col("Executive metric", ["Revenue", "Costs", "Profit", "Months of runway", "Sales pipeline", "Win rate", "Customer count", "Churn", "NPS"])
+kpiValue = Col("Q2 FY2026", ["$48.6M", "$37.2M", "$11.4M", "18.7 months", "$72.8M", "31.4%", "4,820", "2.1%", "54"])
+kpiContext = Col("Context", ["104% of plan", "98% of plan", "121% of plan", "+1.9 months QoQ", "3.2x next-quarter target", "+2.6 pts QoQ", "+6.8% QoQ", "-0.4 pts QoQ", "+5 points QoQ"])
+performanceHeading = Heading("Quarterly financial performance", "h2")
+revenueTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [revenueSeries, revenuePlanSeries], "natural", "Quarter", "Revenue ($M)")
+revenueSeries = Series("Actual revenue", [39.8, 42.7, 45.1, 48.6])
+revenuePlanSeries = Series("Revenue plan", [40.0, 42.0, 44.0, 46.8])
+costTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [costSeries, costPlanSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Actual costs", [32.4, 34.8, 36.1, 37.2])
+costPlanSeries = Series("Cost plan", [33.0, 35.0, 36.8, 38.0])
+departmentHeading = Heading("Department performance", "h2")
+budgetTable = Table([budgetDepartment, budgetPlan, budgetActual, budgetVariance])
+budgetDepartment = Col("Department", ["Sales", "Marketing", "Product & Engineering", "Customer Success", "G&A"])
+budgetPlan = Col("Budget plan ($M)", [12.4, 8.2, 10.8, 4.1, 2.5], "number")
+budgetActual = Col("Actual spend ($M)", [12.1, 8.5, 10.4, 3.9, 2.3], "number")
+budgetVariance = Col("Variance", ["$0.3M favorable", "$0.3M over plan", "$0.4M favorable", "$0.2M favorable", "$0.2M favorable"])
+headcountChart = HorizontalBarChart(["Sales", "Marketing", "Product & Engineering", "Customer Success", "G&A"], [headcountSeries], "grouped", "Headcount", "Department")
+headcountSeries = Series("Employees", [186, 74, 248, 96, 58])
+commercialHeading = Heading("Commercial and customer health", "h2")
+commercialTable = Table([commercialMetric, commercialValue, commercialTrend])
+commercialMetric = Col("Metric", ["Qualified pipeline", "Pipeline coverage", "Win rate", "Average deal size", "New ARR booked"])
+commercialValue = Col("Value", ["$72.8M", "3.2x", "31.4%", "$184K", "$13.6M"])
+commercialTrend = Col("Quarterly trend", ["+12.0%", "+0.4x", "+2.6 pts", "+7.5%", "+18.3%"])
+customerTable = Table([customerMetric, customerValue, customerTrend])
+customerMetric = Col("Customer metric", ["Active customers", "Gross revenue retention", "Net revenue retention", "Logo churn", "NPS"])
+customerValue = Col("Value", ["4,820", "93.8%", "112.4%", "2.1%", "54"])
+customerTrend = Col("Quarterly trend", ["+6.8%", "+0.7 pts", "+1.9 pts", "-0.4 pts", "+5 points"])
+governanceHeading = Heading("Risks, initiatives, and board readiness", "h2")
+risksTable = Table([riskName, riskOwner, riskLevel, riskMitigation])
+riskName = Col("Top risk", ["Enterprise renewal concentration", "EMEA regulatory readiness", "Platform reliability capacity", "Hiring pace in engineering"])
+riskOwner = Col("Owner", ["Chief Revenue Officer", "General Counsel", "Chief Technology Officer", "Chief People Officer"])
+riskLevel = Col("Status", ["High", "High", "Medium", "Medium"])
+riskMitigation = Col("Current response", ["Executive renewal plans for top 12 accounts", "Complete compliance gap assessment by July 15", "Add regional failover capacity in Q3", "Prioritize critical platform roles and internal mobility"])
+initiativesTable = Table([initiativeName, initiativeOwner, initiativeStatus, initiativeProgress])
+initiativeName = Col("Strategic initiative", ["Enterprise expansion", "AI product launch", "International growth", "Operational efficiency program"])
+initiativeOwner = Col("Executive owner", ["Chief Revenue Officer", "Chief Product Officer", "Chief Operating Officer", "Chief Financial Officer"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "On track"])
+initiativeProgress = Col("Progress", ["78%", "62%", "71%", "84%"])
+boardItems = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 investment envelope", "Decision required: authorize $18M incremental growth investment across sales capacity, AI product development, and EMEA expansion.")
+boardItem2 = ListItem("Review Q2 financial performance", "Revenue finished $1.8M above plan; profit finished $2.0M above plan.")
+boardItem3 = ListItem("Discuss enterprise renewal concentration", "Review mitigation plans for the 12 largest renewals representing 19% of annual recurring revenue.")
+boardItem4 = ListItem("Approve AI product launch gates", "Confirm launch timing, customer readiness thresholds, and operating metrics for the Q3 release.")
+boardItem5 = ListItem("Review CEO succession and leadership bench", "Confidential talent review and proposed executive development actions.")
+exportActions = Buttons([exportPackButton, downloadBoardMaterialsButton])
+exportPackButton = Button("Export quarterly pack", null, "primary")
+downloadBoardMaterialsButton = Button("Download board materials", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-exec__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r2.txt
new file mode 100644
index 000000000..500de2218
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r2.txt
@@ -0,0 +1,59 @@
+root = Card([header, filters, kpiTable, financialHeading, revenueTrend, costTrend, departmentHeading, budgetChart, headcountChart, commercialHeading, commercialTable, customerTable, peopleHeading, riskTable, initiativeTable, boardHeading, boardList, exportActions], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q2 FY2026 performance, outlook, and board readiness")
+filters = Card([quarterControl, regionControl], "sunk", "row", "m", "stretch", "start", true)
+quarterControl = FormControl("Reporting quarter", quarterSelect)
+quarterSelect = Select("quarter", [quarterQ1, quarterQ2, quarterQ3, quarterQ4], "Select quarter", null, "Q2 FY2026", "medium")
+quarterQ1 = SelectItem("Q1 FY2026", "Q1 FY2026")
+quarterQ2 = SelectItem("Q2 FY2026", "Q2 FY2026")
+quarterQ3 = SelectItem("Q3 FY2026", "Q3 FY2026")
+quarterQ4 = SelectItem("Q4 FY2026", "Q4 FY2026")
+regionControl = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [regionGlobal, regionAmericas, regionEMEA, regionAPAC], "Select region", null, "Global", "medium")
+regionGlobal = SelectItem("Global", "Global")
+regionAmericas = SelectItem("Americas", "Americas")
+regionEMEA = SelectItem("EMEA", "EMEA")
+regionAPAC = SelectItem("APAC", "APAC")
+kpiTable = Table([kpiMetric, kpiValue, kpiPlan])
+kpiMetric = Col("Executive metric", ["Revenue", "Costs", "Profit", "Months of runway", "Sales pipeline", "Win rate", "Customer count", "Customer churn", "NPS"])
+kpiValue = Col("Current quarter", ["$48.6M", "$37.2M", "$11.4M", "19.2 months", "$82.0M", "31%", "2,840", "2.8%", "54"])
+kpiPlan = Col("Plan / change", ["103% of plan", "98% of plan", "118% of plan", "+1.4 months QoQ", "3.1× coverage", "+3 pts QoQ", "+6.2% QoQ", "-0.4 pts QoQ", "+5 pts QoQ"])
+financialHeading = Heading("Financial performance", "h2")
+revenueTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [revenueSeries], "natural", "Quarter", "Revenue ($M)")
+revenueSeries = Series("Revenue", [39.8, 43.1, 45.2, 48.6])
+costTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Costs", [32.9, 34.5, 36.1, 37.2])
+departmentHeading = Heading("Department performance", "h2")
+budgetChart = BarChart(["Sales", "Marketing", "Product", "Engineering", "G&A", "Customer Success"], [budgetActual, budgetPlan], "grouped", "Department", "Spend ($M)")
+budgetActual = Series("Actual spend", [10.8, 5.2, 4.1, 9.6, 3.8, 3.7])
+budgetPlan = Series("Plan", [11.2, 5.5, 4.0, 9.4, 4.1, 3.9])
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Customer Success", "Product", "Marketing", "G&A"], [headcountSeries], "grouped", "Headcount", "Employees")
+headcountSeries = Series("Headcount", [286, 174, 121, 68, 54, 47])
+commercialHeading = Heading("Commercial and customer health", "h2")
+commercialTable = Table([commercialMetric, commercialCurrent, commercialComment])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate", "Enterprise pipeline", "Average sales cycle"])
+commercialCurrent = Col("Value", ["$82.0M", "31%", "$46.5M", "74 days"])
+commercialComment = Col("Executive readout", ["3.1× next-quarter target", "Above 28% plan", "Strongest in Americas", "Down 6 days QoQ"])
+customerTable = Table([customerMetric, customerValue, customerTrend])
+customerMetric = Col("Customer metric", ["Customer count", "Gross churn", "Net revenue retention", "NPS"])
+customerValue = Col("Current", ["2,840", "2.8%", "116%", "54"])
+customerTrend = Col("Trend", ["+166 customers QoQ", "-0.4 pts QoQ", "+2 pts QoQ", "+5 pts QoQ"])
+peopleHeading = Heading("Risks and strategic initiatives", "h2")
+riskTable = Table([riskName, riskSeverity, riskOwner, riskMitigation])
+riskName = Col("Top risk", ["Enterprise renewal concentration", "EMEA pipeline conversion", "Platform reliability capacity", "Hiring pace in engineering"])
+riskSeverity = Col("Severity", ["High", "High", "Medium", "Medium"])
+riskOwner = Col("Owner", ["Chief Revenue Officer", "VP EMEA", "Chief Technology Officer", "Chief People Officer"])
+riskMitigation = Col("Current action", ["Executive renewal plans for top 12 accounts", "Weekly deal review and partner coverage", "Capacity expansion completes in August", "Recruiting sprint for priority roles"])
+initiativeTable = Table([initiativeName, initiativeStatus, initiativeOwner, initiativeNext])
+initiativeName = Col("Strategic initiative", ["Enterprise expansion", "AI product launch", "International growth", "Operational efficiency"])
+initiativeStatus = Col("Status", ["On track", "At risk", "On track", "On track"])
+initiativeOwner = Col("Executive owner", ["Chief Revenue Officer", "Chief Product Officer", "Chief Operating Officer", "Chief Financial Officer"])
+initiativeNext = Col("Next milestone", ["Close 8 strategic expansions", "Resolve model-quality gate by July 18", "Open Singapore sales hub", "Deliver $3M annualized savings"])
+boardHeading = Heading("Next board meeting", "h2")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 operating plan", "Decision required: investment envelope and hiring plan")
+boardItem2 = ListItem("Review AI launch readiness", "Discuss quality gate, customer pilots, and launch timing")
+boardItem3 = ListItem("Discuss top-12 enterprise renewals", "Review retention exposure and executive sponsor plans")
+boardItem4 = ListItem("Confirm international expansion milestones", "Singapore hub launch, EMEA conversion plan, and regional coverage")
+boardItem5 = ListItem("Review capital allocation and runway", "Confirm cash priorities and 19.2-month runway outlook")
+exportActions = Buttons([exportButton])
+exportButton = Button("Export board pack", null, "primary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-exec__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r3.txt
new file mode 100644
index 000000000..4d9907ecc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r3.txt
@@ -0,0 +1,61 @@
+root = Card([header, controls, financialHeading, financialKpis, revenueTrend, costTrend, departmentHeading, budgetChart, headcountChart, commercialHeading, commercialKpis, customerTable, executionHeading, risksTable, initiativesTable, boardHeading, boardItems, exportActions], "card", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q2 FY2026 performance, outlook, and board readiness")
+controls = Card([quarterControl, regionControl], "sunk", "row", "m", "center", "between", true)
+quarterControl = FormControl("Reporting quarter", quarterSelect)
+quarterSelect = Select("quarter", [quarterQ1, quarterQ2, quarterQ3, quarterQ4], "Select quarter", null, "q2-fy26")
+quarterQ1 = SelectItem("q1-fy26", "Q1 FY2026")
+quarterQ2 = SelectItem("q2-fy26", "Q2 FY2026")
+quarterQ3 = SelectItem("q3-fy26", "Q3 FY2026")
+quarterQ4 = SelectItem("q4-fy26", "Q4 FY2026")
+regionControl = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [regionGlobal, regionAmericas, regionEMEA, regionAPAC], "Select region", null, "global")
+regionGlobal = SelectItem("global", "Global")
+regionAmericas = SelectItem("americas", "Americas")
+regionEMEA = SelectItem("emea", "EMEA")
+regionAPAC = SelectItem("apac", "APAC")
+financialHeading = Heading("Financial performance", "h2")
+financialKpis = Table([financialMetric, financialActual, financialPlan, financialVariance])
+financialMetric = Col("Metric", ["Revenue", "Costs", "Profit", "Months of runway"])
+financialActual = Col("Actual", ["$42.8M", "$31.6M", "$11.2M", "18.4 months"])
+financialPlan = Col("Plan", ["$40.0M", "$32.5M", "$7.5M", "16.0 months"])
+financialVariance = Col("vs. plan", ["+$2.8M", "-$0.9M", "+$3.7M", "+2.4 months"])
+revenueTrend = LineChart(["Q3 FY25", "Q4 FY25", "Q1 FY26", "Q2 FY26"], [revenueSeries], "natural", "Quarter", "Revenue ($M)")
+revenueSeries = Series("Revenue", [31.2, 35.6, 38.9, 42.8])
+costTrend = LineChart(["Q3 FY25", "Q4 FY25", "Q1 FY26", "Q2 FY26"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Costs", [27.8, 29.4, 30.8, 31.6])
+departmentHeading = Heading("Department performance", "h2")
+budgetChart = BarChart(["Sales", "Marketing", "Product", "Engineering", "G&A"], [budgetActual, budgetPlan], "grouped", "Department", "Budget ($M)")
+budgetActual = Series("Actual", [8.7, 4.1, 5.4, 9.2, 4.2])
+budgetPlan = Series("Plan", [8.3, 4.5, 5.8, 9.6, 4.3])
+headcountChart = HorizontalBarChart(["Sales", "Marketing", "Product", "Engineering", "G&A"], [headcountSeries], "grouped", "Department", "Headcount")
+headcountSeries = Series("Employees", [142, 58, 76, 184, 63])
+commercialHeading = Heading("Commercial health", "h2")
+commercialKpis = Table([commercialMetric, commercialValue, commercialChange])
+commercialMetric = Col("Metric", ["Sales pipeline value", "Win rate", "Customer count", "Customer churn", "NPS"])
+commercialValue = Col("Current", ["$96.4M", "29.8%", "1,842", "2.7%", "54"])
+commercialChange = Col("Quarter change", ["+$11.6M", "+2.1 pts", "+94", "-0.5 pts", "+4 pts"])
+customerTable = Table([customerSegment, customerCount, customerChurn])
+customerSegment = Col("Customer segment", ["Enterprise", "Mid-market", "SMB"])
+customerCount = Col("Customers", [286, 614, 942])
+customerChurn = Col("Quarterly churn", ["1.1%", "2.4%", "3.6%"])
+executionHeading = Heading("Execution and risk", "h2")
+risksTable = Table([riskName, riskOwner, riskLevel, riskMitigation])
+riskName = Col("Top risk", ["Enterprise renewal concentration", "Hiring pace in engineering", "EMEA regulatory readiness", "Cloud infrastructure cost volatility"])
+riskOwner = Col("Owner", ["Chief Revenue Officer", "Chief Technology Officer", "General Counsel", "Chief Financial Officer"])
+riskLevel = Col("Status", ["High", "Medium", "Medium", "Medium"])
+riskMitigation = Col("Mitigation", ["Executive renewal plans for top 12 accounts", "Prioritize platform and AI roles", "Complete data residency controls by Q3", "Commitment discounts and workload optimization"])
+initiativesTable = Table([initiativeName, initiativeOwner, initiativeStatus, initiativeMilestone])
+initiativeName = Col("Strategic initiative", ["Enterprise expansion", "AI product launch", "International scale", "Operational efficiency"])
+initiativeOwner = Col("Owner", ["CRO", "CPO", "COO", "CFO"])
+initiativeStatus = Col("Status", ["On track", "On track", "At risk", "On track"])
+initiativeMilestone = Col("Next milestone", ["Close 8 strategic accounts", "Public beta in July", "EMEA launch readiness review", "Reach 74% gross margin"])
+boardHeading = Heading("Next board meeting", "h2")
+boardItems = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 operating plan", "Review investment envelope, hiring plan, and margin targets.")
+boardItem2 = ListItem("Discuss international expansion decision", "Confirm EMEA launch timing, risk controls, and local leadership plan.")
+boardItem3 = ListItem("Review enterprise renewal concentration", "Assess retention plans for the twelve largest renewals.")
+boardItem4 = ListItem("Approve AI product commercialization roadmap", "Align launch milestones, packaging, and revenue targets.")
+boardItem5 = ListItem("Review capital allocation and runway", "Confirm cash priorities and 18.4-month runway outlook.")
+exportActions = Buttons([exportButton, refreshButton])
+exportButton = Button("Export board pack", null, "primary")
+refreshButton = Button("Refresh command view", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-exec__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r4.txt
new file mode 100644
index 000000000..25dd36f44
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-exec__r4.txt
@@ -0,0 +1,67 @@
+root = Card([header, controls, financialHeading, financials, revenueTrend, costTrend, operatingHeading, budgetChart, headcountChart, commercialHeading, commercialMetrics, customerMetrics, riskHeading, risksTable, initiativeHeading, initiativesTable, boardHeading, boardList, exportActions], "clear", "column", "l")
+header = CardHeader("CEO Quarterly Command View", "Q2 FY2026 performance, operating priorities, and board readiness")
+controls = Card([quarterControl, regionControl], "card", "row", "m", "end", "between", true)
+quarterControl = Form("quarter-filter", quarterButtons, [quarterField])
+quarterField = FormControl("Reporting quarter", quarterSelect)
+quarterSelect = Select("quarter", [q1Option, q2Option, q3Option, q4Option], "Select quarter", null, "q2-fy2026")
+q1Option = SelectItem("q1-fy2026", "Q1 FY2026")
+q2Option = SelectItem("q2-fy2026", "Q2 FY2026")
+q3Option = SelectItem("q3-fy2026", "Q3 FY2026")
+q4Option = SelectItem("q4-fy2026", "Q4 FY2026")
+quarterButtons = Buttons([applyQuarterButton])
+applyQuarterButton = Button("Apply quarter", null, "primary")
+regionControl = Form("region-filter", regionButtons, [regionField])
+regionField = FormControl("Region focus", regionSelect)
+regionSelect = Select("region", [globalOption, americasOption, emeaOption, apacOption], "Select region", null, "global")
+globalOption = SelectItem("global", "Global")
+americasOption = SelectItem("americas", "Americas")
+emeaOption = SelectItem("emea", "EMEA")
+apacOption = SelectItem("apac", "APAC")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Focus region", null, "secondary")
+financialHeading = Heading("Financial performance", "h2")
+financials = Table([financialMetricCol, financialValueCol, financialChangeCol])
+financialMetricCol = Col("Metric", ["Revenue", "Costs", "Profit", "Months of runway"])
+financialValueCol = Col("Q2 FY2026", ["$42.8M", "$31.6M", "$11.2M", "18.4 months"])
+financialChangeCol = Col("vs. Q1", ["+9.1%", "+4.3%", "+24.6%", "+1.2 months"])
+revenueTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [revenueSeries], "natural", "Quarter", "Revenue ($M)")
+revenueSeries = Series("Revenue", [32.4, 35.8, 39.2, 42.8])
+costTrend = LineChart(["Q3 FY2025", "Q4 FY2025", "Q1 FY2026", "Q2 FY2026"], [costSeries], "natural", "Quarter", "Costs ($M)")
+costSeries = Series("Costs", [27.1, 28.6, 30.3, 31.6])
+operatingHeading = Heading("Operating plan", "h2")
+budgetChart = BarChart(["Engineering", "Sales", "Marketing", "Customer Success", "G&A"], [actualBudgetSeries, planBudgetSeries], "grouped", "Department", "Spend ($M)")
+actualBudgetSeries = Series("Actual", [11.8, 7.4, 4.1, 3.2, 5.1])
+planBudgetSeries = Series("Plan", [12.2, 7.1, 4.5, 3.4, 5.0])
+headcountChart = HorizontalBarChart(["Engineering", "Sales", "Marketing", "Customer Success", "G&A"], [headcountSeries], "grouped", "Department", "Employees")
+headcountSeries = Series("Headcount", [248, 134, 62, 71, 85])
+commercialHeading = Heading("Commercial health", "h2")
+commercialMetrics = Table([commercialMetricCol, commercialValueCol, commercialTrendCol])
+commercialMetricCol = Col("Metric", ["Sales pipeline value", "Win rate", "New ARR"])
+commercialValueCol = Col("Q2 FY2026", ["$96.5M", "31.8%", "$8.7M"])
+commercialTrendCol = Col("vs. Q1", ["+14.6%", "+2.4 pts", "+11.5%"])
+customerMetrics = Table([customerMetricCol, customerValueCol, customerTrendCol])
+customerMetricCol = Col("Customer metric", ["Customer count", "Gross churn", "NPS"])
+customerValueCol = Col("Q2 FY2026", ["1,842", "2.6%", "54"])
+customerTrendCol = Col("vs. Q1", ["+96", "-0.4 pts", "+3 points"])
+riskHeading = Heading("Top risks", "h2")
+risksTable = Table([riskNameCol, riskSeverityCol, riskOwnerCol, riskResponseCol])
+riskNameCol = Col("Risk", ["Enterprise renewal concentration", "EMEA pipeline coverage", "Platform reliability", "Hiring pace in engineering"])
+riskSeverityCol = Col("Severity", ["High", "High", "Medium", "Medium"])
+riskOwnerCol = Col("Owner", ["Maya Chen, CRO", "Luca Moretti, VP EMEA", "Priya Nair, CTO", "Daniel Brooks, Chief People Officer"])
+riskResponseCol = Col("Mitigation", ["Executive renewal plans for top 12 accounts", "Weekly deal inspection and partner activation", "Complete resilience program before Q3 peak", "Expand recruiting partners and referral incentives"])
+initiativeHeading = Heading("Strategic initiatives", "h2")
+initiativesTable = Table([initiativeNameCol, initiativeStatusCol, initiativeOwnerCol, initiativeNextCol])
+initiativeNameCol = Col("Initiative", ["Enterprise expansion", "AI product launch", "International scale-up", "Margin improvement"])
+initiativeStatusCol = Col("Status", ["On track", "At risk", "On track", "On track"])
+initiativeOwnerCol = Col("Executive owner", ["Maya Chen, CRO", "Priya Nair, CTO", "Luca Moretti, VP EMEA", "Elena Torres, CFO"])
+initiativeNextCol = Col("Next milestone", ["Close 3 strategic accounts by July", "Private beta readiness by August", "Open Paris office by September", "Reach 28% operating margin by Q4"])
+boardHeading = Heading("Next board meeting", "h2")
+boardList = ListBlock([boardItem1, boardItem2, boardItem3, boardItem4, boardItem5], "number")
+boardItem1 = ListItem("Approve FY2027 operating plan", "Review growth investment, hiring plan, and margin targets.")
+boardItem2 = ListItem("Review strategic account renewals", "Discuss renewal strategy for the top 12 enterprise customers.")
+boardItem3 = ListItem("Decide on AI launch investment", "Confirm beta launch scope, roadmap, and go-to-market budget.")
+boardItem4 = ListItem("Assess international expansion", "Review EMEA performance and recommendation for the Paris office.")
+boardItem5 = ListItem("Review risk and resilience update", "Examine reliability progress, security posture, and mitigation owners.")
+exportActions = Buttons([exportButton, boardPackButton])
+exportButton = Button("Export quarterly pack", null, "primary")
+boardPackButton = Button("Prepare board pack", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-fund__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r1.txt
new file mode 100644
index 000000000..1784a375b
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r1.txt
@@ -0,0 +1,73 @@
+root = Card([header, timeframeControls, overviewHeader, overviewTable, riskAlert, positionsHeader, positionsTable, exposureHeader, exposureChart, moversHeader, moversTable, watchlistHeader, watchlistTable, ordersHeader, ordersTable, headlinesHeader, headlinesTable, releasesHeader, releasesTable, strategiesHeader, strategiesChart, drawdownHeader, drawdownChart, actionsHeader, orderForm, rebalanceActions], "clear", "column", "l")
+header = CardHeader("Morning Trading Desk", "Tuesday, August 18 • Pre-market workspace")
+timeframeControls = Buttons([todayButton, weekButton, monthButton, yearButton])
+todayButton = Button("Today", null, "primary")
+weekButton = Button("1 Week", null, "secondary")
+monthButton = Button("1 Month", null, "secondary")
+yearButton = Button("1 Year", null, "secondary")
+overviewHeader = Heading("Portfolio & Risk Snapshot", "h2")
+overviewTable = Table([overviewMetric, overviewValue, overviewChange])
+overviewMetric = Col("Metric", ["Portfolio value", "P&L today", "Value at Risk (1D, 95%)", "Margin in use"])
+overviewValue = Col("Value", ["$24,860,420", "+$318,740", "$684,000", "$6,215,105"])
+overviewChange = Col("Status", ["", "+1.30%", "2.75% of NAV", "25.0% of buying power"])
+riskAlert = Alert("Risk limit close to breach", "Technology gross exposure is at 92% of its $9.0M limit. Reduce concentration or request an approved limit increase.", "warning")
+positionsHeader = Heading("Open Positions", "h2")
+positionsTable = Table([positionTicker, positionSize, positionEntry, positionCurrent, positionPnl])
+positionTicker = Col("Ticker", ["NVDA", "MSFT", "XOM", "TLT", "EUR/USD", "SPY"])
+positionSize = Col("Size", ["12,500", "8,000", "30,000", "18,000", "€4.0M", "6,500"])
+positionEntry = Col("Entry", ["$121.40", "$442.10", "$109.85", "$92.36", "1.0842", "$548.75"])
+positionCurrent = Col("Current", ["$128.62", "$448.90", "$112.14", "$91.74", "1.0891", "$556.18"])
+positionPnl = Col("Unrealized P&L", ["+$90,250", "+$54,400", "+$68,700", "-$11,160", "+$19,600", "+$48,295"])
+exposureHeader = Heading("Exposure by Sector", "h2")
+exposureChart = HorizontalBarChart(["Technology", "Financials", "Energy", "Healthcare", "Industrials", "Rates & FX"], [exposureSeries], "grouped", "Gross exposure ($M)", "Sector")
+exposureSeries = Series("Exposure", [8.28, 4.91, 3.36, 2.74, 2.18, 3.05])
+moversHeader = Heading("Today's Biggest Movers", "h2")
+moversTable = Table([moverTicker, moverDirection, moverPrice, moverChange])
+moverTicker = Col("Ticker", ["AMD", "XOM", "NVDA", "TSLA", "PFE", "BA"])
+moverDirection = Col("Move", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+moverPrice = Col("Last", ["$182.34", "$112.14", "$128.62", "$214.08", "$27.66", "$166.92"])
+moverChange = Col("Today", ["+6.8%", "+4.2%", "+3.9%", "-5.1%", "-3.7%", "-2.9%"])
+watchlistHeader = Heading("Watchlist", "h2")
+watchlistTable = Table([watchTicker, watchPrice, watchChange])
+watchTicker = Col("Instrument", ["AAPL", "AMZN", "GLD", "US 10Y Yield", "WTI Crude", "Bitcoin"])
+watchPrice = Col("Price", ["$228.41", "$186.72", "$231.58", "4.18%", "$78.46", "$59,820"])
+watchChange = Col("Today", ["+0.7%", "+1.1%", "-0.4%", "+3 bps", "+1.9%", "-2.2%"])
+ordersHeader = Heading("Working Orders", "h2")
+ordersTable = Table([orderTicker, orderSide, orderQuantity, orderType, orderStatus])
+orderTicker = Col("Ticker", ["META", "TLT", "XLF", "EUR/USD"])
+orderSide = Col("Side", ["Buy", "Sell", "Buy", "Sell"])
+orderQuantity = Col("Quantity", ["4,000", "10,000", "25,000", "€2.0M"])
+orderType = Col("Order", ["Limit $524.00", "Stop $90.90", "Limit $48.20", "Limit 1.0915"])
+orderStatus = Col("Status", ["Working", "Working", "Partial: 8,500", "Working"])
+headlinesHeader = Heading("Market Headlines", "h2")
+headlinesTable = Table([headlineText, headlineSentiment])
+headlineText = Col("Headline", ["Chipmakers rally as AI infrastructure spending forecasts rise", "Fed officials signal data-dependent path ahead of Jackson Hole", "Oil climbs after inventory draw exceeds analyst expectations", "European equities slip amid renewed tariff concerns"])
+headlineSentiment = Col("Sentiment", ["Bullish", "Neutral", "Bullish", "Bearish"])
+releasesHeader = Heading("Economic Releases This Week", "h2")
+releasesTable = Table([releaseDate, releaseEvent, releaseConsensus, releaseImportance])
+releaseDate = Col("When", ["Tue 10:00 ET", "Wed 14:00 ET", "Thu 08:30 ET", "Fri 10:00 ET"])
+releaseEvent = Col("Release", ["Housing Starts", "FOMC Minutes", "Initial Jobless Claims", "Existing Home Sales"])
+releaseConsensus = Col("Consensus", ["1.34M", "Policy details", "228K", "3.92M"])
+releaseImportance = Col("Impact", ["Medium", "High", "High", "Medium"])
+strategiesHeader = Heading("Strategy Returns This Year", "h2")
+strategiesChart = BarChart(["Equity Long/Short", "Macro", "Volatility Arb", "Event Driven", "Index Overlay"], [strategySeries], "grouped", "Strategy", "Return (%)")
+strategySeries = Series("YTD Return", [14.8, 8.6, 6.2, 4.9, 2.7])
+drawdownHeader = Heading("Portfolio Drawdown — Past Year", "h2")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-1.2, -3.8, -2.4, -0.9, -4.6, -2.7, -1.8, -3.1, -1.4, -0.6, -2.2, -0.8])
+actionsHeader = Heading("Trade & Rebalance", "h2")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an equity, ETF, future, or FX pair")
+tickerInput = Input("ticker", "e.g. AAPL")
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buyOption, sellOption], "Choose side")
+buyOption = SelectItem("buy", "Buy")
+sellOption = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput)
+quantityInput = Input("quantity", "Enter quantity", "number")
+orderButtons = Buttons([previewOrderButton, submitOrderButton])
+previewOrderButton = Button("Preview Order", null, "secondary")
+submitOrderButton = Button("Place Order", null, "primary")
+rebalanceActions = Buttons([rebalanceButton, exportButton])
+rebalanceButton = Button("Rebalance Portfolio", null, "primary")
+exportButton = Button("Export Morning Report", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-fund__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r2.txt
new file mode 100644
index 000000000..66b74e33c
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r2.txt
@@ -0,0 +1,107 @@
+root = Card([header, timeframeControls, overview, pnlChart, positions, sectorExposure, riskSummary, movers, watchlist, orders, headlines, releases, strategyReturns, drawdown, riskLimits, tradingActions], "clear", "column", "l")
+header = CardHeader("Morning Trading Desk", "Tuesday, August 18, 2026 • Market open workspace")
+timeframeControls = Buttons([todayButton, weekButton, monthButton, yearButton])
+todayButton = Button("Today", null, "primary")
+weekButton = Button("1 Week", null, "secondary")
+monthButton = Button("1 Month", null, "secondary")
+yearButton = Button("YTD", null, "secondary")
+overview = Card([portfolioValue, dailyPnl, marginUse, valueAtRisk], "card", "row", "m", "stretch", "between", true)
+portfolioValue = Card([portfolioTitle, portfolioAmount], "sunk", "column", "xs")
+portfolioTitle = TextContent("Portfolio Value", "small-heavy")
+portfolioAmount = TextContent("$24.86M", "large-heavy")
+dailyPnl = Card([pnlTitle, pnlAmount], "sunk", "column", "xs")
+pnlTitle = TextContent("P&L Today", "small-heavy")
+pnlAmount = TextContent("+$184,620 (+0.75%)", "large-heavy")
+marginUse = Card([marginTitle, marginAmount, marginProgress], "sunk", "column", "xs")
+marginTitle = TextContent("Margin in Use", "small-heavy")
+marginAmount = TextContent("$8.42M / $12.00M", "large-heavy")
+marginProgress = Progress(70, "70% utilized")
+valueAtRisk = Card([varTitle, varAmount, varNote], "sunk", "column", "xs")
+varTitle = TextContent("1-Day Value at Risk", "small-heavy")
+varAmount = TextContent("$612K", "large-heavy")
+varNote = TextContent("95% confidence • 2.46% of NAV", "small")
+pnlChart = LineChart(["09:30", "10:00", "10:30", "11:00", "11:30", "12:00", "12:30", "13:00"], [pnlSeries], "natural", "Time", "P&L ($K)")
+pnlSeries = Series("Intraday P&L", [0, 42, 88, 64, 121, 156, 139, 185])
+positions = Card([positionsHeader, positionsTable], "card", "column", "s")
+positionsHeader = Heading("Open Positions", "h2")
+positionsTable = Table([positionTicker, positionSize, positionEntry, positionCurrent, positionPnl])
+positionTicker = Col("Ticker", ["NVDA", "MSFT", "XOM", "JPM", "TLT", "GLD"])
+positionSize = Col("Size", ["18,000", "12,500", "32,000", "9,000", "15,000", "8,500"], "number")
+positionEntry = Col("Entry Price", ["$126.40", "$438.20", "$111.85", "$214.60", "$91.30", "$228.10"])
+positionCurrent = Col("Current Price", ["$131.72", "$441.80", "$109.42", "$218.35", "$90.74", "$231.56"])
+positionPnl = Col("Unrealized P&L", ["+$95,760", "+$45,000", "-$77,760", "+$33,750", "-$8,400", "+$29,410"])
+sectorExposure = Card([sectorHeader, sectorChart], "card", "column", "s")
+sectorHeader = Heading("Exposure by Sector", "h2")
+sectorChart = PieChart(["Technology", "Financials", "Energy", "Treasuries", "Materials", "Cash"], [38, 21, 14, 12, 8, 7], "donut")
+riskSummary = Card([riskHeader, riskTable], "card", "column", "s")
+riskHeader = Heading("Risk Snapshot", "h2")
+riskTable = Table([riskMetric, riskValue, riskThreshold, riskStatus])
+riskMetric = Col("Metric", ["Gross Exposure", "Net Exposure", "Beta-Adjusted Exposure", "1-Day VaR", "Stress Loss"])
+riskValue = Col("Current", ["$41.2M", "$18.6M", "$15.9M", "$612K", "$2.18M"])
+riskThreshold = Col("Limit", ["$45.0M", "$22.0M", "$18.0M", "$750K", "$2.50M"])
+riskStatus = Col("Status", ["Near limit", "Within limit", "Near limit", "Within limit", "Near limit"])
+movers = Card([moversHeader, moversTable], "card", "column", "s")
+moversHeader = Heading("Today's Biggest Movers", "h2")
+moversTable = Table([moverTicker, moverDirection, moverPrice, moverChange])
+moverTicker = Col("Ticker", ["SMCI", "AMD", "UBER", "XOM", "BA", "PFE"])
+moverDirection = Col("Move", ["Gainer", "Gainer", "Gainer", "Loser", "Loser", "Loser"])
+moverPrice = Col("Last Price", ["$912.40", "$178.66", "$82.15", "$109.42", "$171.08", "$27.34"])
+moverChange = Col("Change", ["+8.4%", "+5.7%", "+4.1%", "-3.2%", "-4.8%", "-5.6%"])
+watchlist = Card([watchlistHeader, watchlistTable], "card", "column", "s")
+watchlistHeader = Heading("Watchlist", "h2")
+watchlistTable = Table([watchTicker, watchPrice, watchChange, watchNote])
+watchTicker = Col("Instrument", ["AAPL", "TSLA", "SPY", "EUR/USD", "WTI Crude", "BTC/USD"])
+watchPrice = Col("Price", ["$224.18", "$312.65", "$563.42", "1.0942", "$78.61", "$67,840"])
+watchChange = Col("Today", ["+0.8%", "-1.9%", "+0.4%", "+0.2%", "-0.7%", "+2.3%"])
+watchNote = Col("Focus", ["Earnings setup", "Delivery data", "Index resistance", "Central bank", "Inventory data", "Risk appetite"])
+orders = Card([ordersHeader, ordersTable], "card", "column", "s")
+ordersHeader = Heading("Working Orders", "h2")
+ordersTable = Table([orderTicker, orderSide, orderQuantity, orderType, orderLimit, orderStatus])
+orderTicker = Col("Ticker", ["NVDA", "XOM", "TLT", "MSFT"])
+orderSide = Col("Side", ["Sell", "Buy", "Buy", "Sell"])
+orderQuantity = Col("Quantity", ["4,000", "10,000", "7,500", "3,000"], "number")
+orderType = Col("Order Type", ["Limit", "Limit", "Stop", "Limit"])
+orderLimit = Col("Price", ["$133.50", "$108.90", "$90.10", "$445.00"])
+orderStatus = Col("Status", ["Working", "Working", "Working", "Partial: 1,200 filled"])
+headlines = Card([headlinesHeader, headlinesList], "card", "column", "s")
+headlinesHeader = Heading("Market Headlines", "h2")
+headlinesList = ListBlock([headlineOne, headlineTwo, headlineThree, headlineFour], "number")
+headlineOne = ListItem("Chip demand outlook lifts semiconductor shares", "Bullish • AI infrastructure spending remains resilient")
+headlineTwo = ListItem("Treasury yields edge higher ahead of inflation data", "Neutral • Rates market pricing a cautious Fed path")
+headlineThree = ListItem("Oil slips as inventory build exceeds forecasts", "Bearish • Energy sector under pressure in early trading")
+headlineFour = ListItem("Large banks report stronger-than-expected trading revenue", "Bullish • Financials leading broad market gains")
+releases = Card([releasesHeader, releasesTable], "card", "column", "s")
+releasesHeader = Heading("Economic Releases This Week", "h2")
+releasesTable = Table([releaseDate, releaseEvent, releaseConsensus, releaseImportance])
+releaseDate = Col("Date", ["Tue Aug 18", "Wed Aug 19", "Thu Aug 20", "Fri Aug 21"])
+releaseEvent = Col("Release", ["Retail Sales", "FOMC Minutes", "Initial Jobless Claims", "PMI Flash"])
+releaseConsensus = Col("Consensus", ["+0.4% MoM", "Policy guidance", "228K", "52.1"])
+releaseImportance = Col("Importance", ["High", "High", "Medium", "High"])
+strategyReturns = Card([strategyHeader, strategyChart], "card", "column", "s")
+strategyHeader = Heading("Strategy Returns This Year", "h2")
+strategyChart = BarChart(["Equity Long/Short", "Macro", "Relative Value", "Volatility", "Event Driven"], [strategySeries], "grouped", "Strategy", "YTD Return (%)")
+strategySeries = Series("YTD Return", [12.8, 8.4, 6.1, 4.7, 9.3])
+drawdown = Card([drawdownHeader, drawdownChart], "card", "column", "s")
+drawdownHeader = Heading("Portfolio Drawdown — Past Year", "h2")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [0, -1.2, -3.8, -2.6, -1.4, -4.9, -3.1, -2.0, -1.6, -2.8, -1.1, -0.7])
+riskLimits = Card([riskLimitsHeader, grossAlert, betaAlert, stressAlert], "card", "column", "s")
+riskLimitsHeader = Heading("Risk Limits Close to Breach", "h2")
+grossAlert = Alert("Gross exposure at 91.6% of limit", "$41.2M used against a $45.0M limit. Reduce gross exposure by $1.7M to restore buffer.", "warning")
+betaAlert = Alert("Beta-adjusted exposure at 88.3% of limit", "$15.9M used against an $18.0M limit. Technology concentration is the primary contributor.", "warning")
+stressAlert = Alert("Stress loss at 87.2% of limit", "$2.18M estimated loss in adverse scenario versus a $2.50M limit.", "warning")
+tradingActions = Card([actionsHeader, rebalanceButton, orderForm], "card", "column", "m")
+actionsHeader = Heading("Trade Actions", "h2")
+rebalanceButton = Button("Rebalance Portfolio", null, "primary", "normal", "large")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an equity, ETF, future, or currency pair")
+tickerInput = Input("ticker", "e.g. NVDA")
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buyOption, sellOption], "Choose side")
+buyOption = SelectItem("buy", "Buy")
+sellOption = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput)
+quantityInput = Input("quantity", "Number of shares or contracts", "number")
+orderButtons = Buttons([placeOrderButton, reviewOrderButton])
+placeOrderButton = Button("Place Order", null, "primary")
+reviewOrderButton = Button("Review Order", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-fund__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r3.txt
new file mode 100644
index 000000000..d99b28956
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r3.txt
@@ -0,0 +1,106 @@
+root = Card([header, timeframeControls, summary, pnlChart, positionsSection, exposureSection, riskSection, moversSection, watchlistSection, ordersSection, headlinesSection, releasesSection, strategiesSection, drawdownSection, rebalanceActions, orderForm], "clear", "column", "l")
+header = CardHeader("Morning Trading Desk", "Tuesday, August 18 • Pre-market workspace")
+timeframeControls = Buttons([todayButton, weekButton, monthButton, yearButton])
+todayButton = Button("Today", null, "primary", "normal", "small")
+weekButton = Button("1 Week", null, "secondary", "normal", "small")
+monthButton = Button("1 Month", null, "secondary", "normal", "small")
+yearButton = Button("YTD", null, "secondary", "normal", "small")
+summary = Card([portfolioValue, todayPnl, varMetric, marginMetric], "card", "row", "m", "stretch", "between", true)
+portfolioValue = Card([portfolioLabel, portfolioAmount], "sunk", "column", "xs")
+portfolioLabel = TextContent("Portfolio value", "small")
+portfolioAmount = TextContent("$24.86M", "large-heavy")
+todayPnl = Card([pnlLabel, pnlAmount], "sunk", "column", "xs")
+pnlLabel = TextContent("P&L today", "small")
+pnlAmount = TextContent("+$184,320 (+0.75%)", "large-heavy")
+varMetric = Card([varLabel, varAmount], "sunk", "column", "xs")
+varLabel = TextContent("1-day Value at Risk", "small")
+varAmount = TextContent("$412,000", "large-heavy")
+marginMetric = Card([marginLabel, marginAmount], "sunk", "column", "xs")
+marginLabel = TextContent("Margin in use", "small")
+marginAmount = TextContent("$6.31M / $9.00M", "large-heavy")
+pnlChart = LineChart(["09:30", "10:30", "11:30", "12:30", "13:30", "14:30", "15:30", "16:00"], [pnlSeries], "natural", "Time", "P&L ($k)")
+pnlSeries = Series("Intraday P&L", [12, 46, 81, 64, 102, 141, 169, 184])
+positionsSection = SectionBlock([positionsItem])
+positionsItem = SectionItem("positions", "Open positions", [positionsTable])
+positionsTable = Table([tickerCol, sizeCol, entryCol, currentCol, positionPnlCol])
+tickerCol = Col("Ticker", ["NVDA", "MSFT", "XOM", "JPM", "TLT"])
+sizeCol = Col("Size", ["18,000", "12,500", "34,000", "15,000", "22,000"], "number")
+entryCol = Col("Entry", ["$121.40", "$442.15", "$109.82", "$218.70", "$92.64"])
+currentCol = Col("Current", ["$126.85", "$448.20", "$112.36", "$216.90", "$91.78"])
+positionPnlCol = Col("Unrealized P&L", ["+$98,100", "+$75,625", "+$86,360", "-$27,000", "-$18,920"])
+exposureSection = Card([exposureHeader, exposureChart], "card", "column", "m")
+exposureHeader = Heading("Exposure by sector", "h3")
+exposureChart = HorizontalBarChart(["Technology", "Energy", "Financials", "Health Care", "Industrials", "Rates"], [exposureSeries], "grouped", "Net exposure ($M)", "Sector")
+exposureSeries = Series("Exposure", [8.4, 4.9, 3.7, 2.8, 2.1, 1.6])
+riskSection = Card([riskHeader, riskLimits], "card", "column", "m")
+riskHeader = Heading("Risk limits close to breach", "h3")
+riskLimits = ListBlock([sectorLimit, varLimit, concentrationLimit])
+sectorLimit = ListItem("Technology sector exposure", "$8.4M of $9.0M limit • 93% utilized")
+varLimit = ListItem("1-day Value at Risk", "$412K of $450K limit • 92% utilized")
+concentrationLimit = ListItem("NVDA position concentration", "11.8% of NAV vs. 12.5% limit • 94% utilized")
+moversSection = Card([moversHeader, moversTable], "card", "column", "m")
+moversHeader = Heading("Today's biggest gainers and losers", "h3")
+moversTable = Table([moverTickerCol, moveCol, lastPriceCol, directionCol])
+moverTickerCol = Col("Ticker", ["SMCI", "NVDA", "XOM", "JPM", "TLT"])
+moveCol = Col("Move", ["+6.8%", "+4.5%", "+2.3%", "-1.1%", "-2.0%"])
+lastPriceCol = Col("Last", ["$892.40", "$126.85", "$112.36", "$216.90", "$91.78"])
+directionCol = Col("Type", ["Gainer", "Gainer", "Gainer", "Loser", "Loser"])
+watchlistSection = Card([watchlistHeader, watchlistTable], "card", "column", "m")
+watchlistHeader = Heading("Watchlist", "h3")
+watchlistTable = Table([watchTickerCol, watchPriceCol, watchChangeCol])
+watchTickerCol = Col("Instrument", ["AAPL", "AMZN", "META", "ES", "EUR/USD"])
+watchPriceCol = Col("Price", ["$228.15", "$184.72", "$541.90", "5,612.25", "1.0924"])
+watchChangeCol = Col("Today", ["+0.8%", "+1.4%", "-0.6%", "+0.3%", "-0.2%"])
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = Heading("Working orders", "h3")
+ordersTable = Table([orderTickerCol, orderSideCol, orderQuantityCol, orderTypeCol, orderStatusCol])
+orderTickerCol = Col("Ticker", ["AAPL", "XLE", "TLT"])
+orderSideCol = Col("Side", ["Buy", "Sell", "Buy"])
+orderQuantityCol = Col("Quantity", ["5,000", "12,000", "8,000"], "number")
+orderTypeCol = Col("Order", ["Limit $227.50", "Limit $94.10", "Stop $91.20"])
+orderStatusCol = Col("Status", ["Working", "Working", "Working"])
+headlinesSection = Card([headlinesHeader, headlinesList], "card", "column", "m")
+headlinesHeader = Heading("Market headlines", "h3")
+headlinesList = ListBlock([headlineOne, headlineTwo, headlineThree, headlineFour])
+headlineOne = ListItem("Nvidia supplier guidance points to sustained AI infrastructure demand", "Bullish sentiment")
+headlineTwo = ListItem("Oil rises as inventories fall more than expected", "Bullish sentiment")
+headlineThree = ListItem("Fed speakers reiterate data-dependent policy path", "Neutral sentiment")
+headlineFour = ListItem("European equities slip on weaker industrial production data", "Bearish sentiment")
+releasesSection = Card([releasesHeader, releasesTable], "card", "column", "m")
+releasesHeader = Heading("Economic releases this week", "h3")
+releasesTable = Table([releaseDateCol, releaseNameCol, consensusCol, priorCol])
+releaseDateCol = Col("Date", ["Tue 08:30", "Wed 14:00", "Thu 08:30", "Fri 10:00"])
+releaseNameCol = Col("Release", ["Retail Sales", "FOMC Minutes", "Initial Jobless Claims", "Consumer Sentiment"])
+consensusCol = Col("Consensus", ["0.4%", "—", "228K", "67.2"])
+priorCol = Col("Prior", ["0.2%", "—", "235K", "66.4"])
+strategiesSection = Card([strategiesHeader, strategiesChart], "card", "column", "m")
+strategiesHeader = Heading("Strategy returns this year", "h3")
+strategiesChart = BarChart(["Equity Long/Short", "Macro", "Event Driven", "Relative Value", "Volatility"], [strategySeries], "grouped", "Strategy", "YTD return (%)")
+strategySeries = Series("YTD Return", [12.4, 8.7, 6.1, 4.8, -1.9])
+drawdownSection = Card([drawdownHeader, drawdownChart], "card", "column", "m")
+drawdownHeader = Heading("Drawdown over the past year", "h3")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Portfolio drawdown", [-1.2, -3.8, -5.6, -4.1, -2.7, -3.3, -1.8, -0.9, -2.4, -1.5, -0.6, -1.1])
+rebalanceActions = Card([rebalanceHeader, rebalanceText, rebalanceButtons], "card", "column", "m")
+rebalanceHeader = Heading("Portfolio actions", "h3")
+rebalanceText = TextContent("Review current exposures and generate trades to bring the portfolio back to target weights.")
+rebalanceButtons = Buttons([rebalanceButton, reviewTargetsButton])
+rebalanceButton = Button("Rebalance portfolio", null, "primary")
+reviewTargetsButton = Button("Review target weights", null, "secondary")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField, orderTypeField])
+tickerField = FormControl("Ticker", tickerInput, "Enter an equity, ETF, future, or FX symbol")
+tickerInput = Input("ticker", "e.g. AAPL")
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buyOption, sellOption], "Choose side")
+buyOption = SelectItem("buy", "Buy")
+sellOption = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput)
+quantityInput = Input("quantity", "0", "number")
+orderTypeField = FormControl("Order type", orderTypeSelect)
+orderTypeSelect = Select("order_type", [marketOption, limitOption, stopOption], "Choose order type")
+marketOption = SelectItem("market", "Market")
+limitOption = SelectItem("limit", "Limit")
+stopOption = SelectItem("stop", "Stop")
+orderButtons = Buttons([placeOrderButton, clearOrderButton])
+placeOrderButton = Button("Place order", null, "primary")
+clearOrderButton = Button("Clear", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-fund__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r4.txt
new file mode 100644
index 000000000..68cbef032
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-fund__r4.txt
@@ -0,0 +1,104 @@
+root = Card([header, timeframeControls, overview, riskAlert, positionsSection, exposureSection, performanceSection, moversSection, watchlistSection, ordersSection, headlinesSection, releasesSection, rebalanceActions, orderForm], "clear", "column", "l")
+header = CardHeader("Morning Trading Desk", "Tuesday, August 18 • Pre-market workspace")
+timeframeControls = Buttons([todayButton, weekButton, monthButton, yearButton])
+todayButton = Button("Today", null, "primary", "normal", "small")
+weekButton = Button("1 Week", null, "secondary", "normal", "small")
+monthButton = Button("1 Month", null, "secondary", "normal", "small")
+yearButton = Button("YTD", null, "secondary", "normal", "small")
+overview = Card([portfolioValue, pnlToday, varMetric, marginMetric], "card", "row", "m", "stretch", "between", true)
+portfolioValue = Card([portfolioTitle, portfolioAmount], "sunk", "column", "xs")
+portfolioTitle = TextContent("Portfolio value", "small")
+portfolioAmount = TextContent("$24,816,430", "large-heavy")
+pnlToday = Card([pnlTitle, pnlAmount], "sunk", "column", "xs")
+pnlTitle = TextContent("P&L today", "small")
+pnlAmount = TextContent("+$184,920 (+0.75%)", "large-heavy")
+varMetric = Card([varTitle, varAmount], "sunk", "column", "xs")
+varTitle = TextContent("1-day Value at Risk (95%)", "small")
+varAmount = TextContent("$612,000", "large-heavy")
+marginMetric = Card([marginTitle, marginAmount, marginProgress], "sunk", "column", "xs")
+marginTitle = TextContent("Margin in use", "small")
+marginAmount = TextContent("$8.94M / $12.00M", "large-heavy")
+marginProgress = Progress(74.5, "74.5% utilized")
+riskAlert = Alert("Risk limit close to breach", "Technology gross exposure is at 92% of its $7.5M limit. Reduce exposure or request a limit adjustment before adding risk.", "warning")
+positionsSection = SectionBlock([positionsItem], false)
+positionsItem = SectionItem("positions", "Open positions", [positionsTable])
+positionsTable = Table([tickerCol, sizeCol, entryCol, currentCol, unrealizedCol])
+tickerCol = Col("Ticker", ["NVDA", "MSFT", "XOM", "JPM", "TLT", "GLD"])
+sizeCol = Col("Size", [4200, 3100, 8500, 5400, 12000, 2800], "number")
+entryCol = Col("Entry price", ["$121.40", "$438.20", "$111.85", "$221.60", "$92.10", "$2,318.00"])
+currentCol = Col("Current price", ["$126.78", "$441.90", "$109.42", "$224.35", "$91.26", "$2,346.80"])
+unrealizedCol = Col("Unrealized P&L", ["+$22,596", "+$11,470", "-$20,655", "+$14,850", "-$10,080", "+$80,640"])
+exposureSection = Card([exposureHeader, exposureChart], "card", "column", "m")
+exposureHeader = Heading("Exposure by sector", "h3")
+exposureChart = HorizontalBarChart(["Technology", "Financials", "Energy", "Fixed Income", "Materials", "Healthcare"], [exposureSeries], "grouped", "Gross exposure ($M)", "Sector")
+exposureSeries = Series("Exposure", [6.9, 4.8, 3.7, 3.1, 2.4, 1.9])
+performanceSection = Card([performanceHeader, strategyReturns, drawdownHeader, drawdownChart], "card", "column", "m")
+performanceHeader = Heading("Strategy returns this year", "h3")
+strategyReturns = BarChart(["Equity Long/Short", "Macro", "Event Driven", "Volatility Arb", "Credit"], [returnSeries], "grouped", "Strategy", "YTD return (%)")
+returnSeries = Series("YTD Return", [12.8, 8.4, 6.7, 4.9, 3.2])
+drawdownHeader = Heading("Portfolio drawdown — past year", "h3")
+drawdownChart = AreaChart(["Sep", "Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug"], [drawdownSeries], "natural", "Month", "Drawdown (%)")
+drawdownSeries = Series("Drawdown", [-1.2, -3.8, -5.6, -2.9, -1.7, -4.1, -2.4, -1.3, -2.1, -0.8, -1.9, -1.1])
+moversSection = Card([moversHeader, moversTable], "card", "column", "m")
+moversHeader = Heading("Today’s biggest gainers and losers", "h3")
+moversTable = Table([moverTickerCol, moverPriceCol, moverChangeCol, moverVolumeCol])
+moverTickerCol = Col("Instrument", ["PLTR", "AMD", "META", "TSLA", "BA", "NKE"])
+moverPriceCol = Col("Last", ["$31.84", "$176.22", "$534.70", "$213.18", "$168.42", "$72.66"])
+moverChangeCol = Col("Change", ["+8.6%", "+5.1%", "+3.8%", "-6.4%", "-4.7%", "-3.9%"])
+moverVolumeCol = Col("Volume vs avg", ["2.8x", "1.9x", "1.4x", "3.2x", "2.1x", "1.6x"])
+watchlistSection = Card([watchlistHeader, watchlistTable], "card", "column", "m")
+watchlistHeader = Heading("Watchlist", "h3")
+watchlistTable = Table([watchTickerCol, watchPriceCol, watchChangeCol, watchNoteCol])
+watchTickerCol = Col("Ticker", ["SPY", "QQQ", "AAPL", "AMZN", "EUR/USD", "WTI"])
+watchPriceCol = Col("Price", ["$564.28", "$486.91", "$229.44", "$181.76", "1.0918", "$76.42"])
+watchChangeCol = Col("Change", ["+0.42%", "+0.68%", "+0.31%", "+0.54%", "-0.18%", "+1.12%"])
+watchNoteCol = Col("Focus", ["Index resistance", "AI leadership", "Earnings follow-through", "Retail sales read-through", "ECB commentary", "Inventory data"])
+ordersSection = Card([ordersHeader, ordersTable], "card", "column", "m")
+ordersHeader = Heading("Working orders", "h3")
+ordersTable = Table([orderIdCol, orderTickerCol, orderSideCol, orderQuantityCol, orderTypeCol, orderStatusCol])
+orderIdCol = Col("Order", ["#10482", "#10479", "#10476", "#10471"])
+orderTickerCol = Col("Ticker", ["NVDA", "XOM", "TLT", "META"])
+orderSideCol = Col("Side", ["Sell", "Buy", "Buy", "Sell"])
+orderQuantityCol = Col("Quantity", [1000, 2500, 5000, 800], "number")
+orderTypeCol = Col("Type", ["Limit $128.00", "Limit $108.90", "Stop $90.80", "Limit $540.00"])
+orderStatusCol = Col("Status", ["Working", "Partially filled", "Working", "Working"])
+headlinesSection = Card([headlinesHeader, headlinesList], "card", "column", "m")
+headlinesHeader = Heading("Market headlines", "h3")
+headlinesList = ListBlock([headlineOne, headlineTwo, headlineThree, headlineFour], "number")
+headlineOne = ListItem("U.S. futures rise as chip shares lead pre-market gains", "Bullish sentiment • Semiconductors and mega-cap technology are bid.")
+headlineTwo = ListItem("Oil advances after larger-than-expected crude inventory draw", "Bullish sentiment • Energy complex strengthens ahead of OPEC commentary.")
+headlineThree = ListItem("Treasury yields edge higher ahead of Fed speakers", "Neutral sentiment • Rates market awaits guidance on the policy path.")
+headlineFour = ListItem("European banks fall after weak regional lending data", "Bearish sentiment • Financials may face a softer open in Europe.")
+releasesSection = Card([releasesHeader, releasesTable], "card", "column", "m")
+releasesHeader = Heading("Economic releases this week", "h3")
+releasesTable = Table([releaseDayCol, releaseTimeCol, releaseEventCol, releaseConsensusCol, releasePreviousCol])
+releaseDayCol = Col("Day", ["Tuesday", "Wednesday", "Thursday", "Friday"])
+releaseTimeCol = Col("Time ET", ["8:30 AM", "2:00 PM", "8:30 AM", "10:00 AM"])
+releaseEventCol = Col("Release", ["Retail Sales", "FOMC Minutes", "Initial Jobless Claims", "PMI Composite"])
+releaseConsensusCol = Col("Consensus", ["0.4% MoM", "—", "228K", "52.1"])
+releasePreviousCol = Col("Previous", ["0.2% MoM", "—", "235K", "51.8"])
+rebalanceActions = Card([rebalanceHeader, rebalanceText, rebalanceButtons], "card", "column", "m")
+rebalanceHeader = Heading("Portfolio rebalance", "h3")
+rebalanceText = TextContent("Technology exposure is elevated. Generate a proposed rebalance to bring sector weights back within target bands.")
+rebalanceButtons = Buttons([generateRebalanceButton, reviewTargetsButton])
+generateRebalanceButton = Button("Generate rebalance", null, "primary")
+reviewTargetsButton = Button("Review target weights", null, "secondary")
+orderForm = Form("place-order", orderButtons, [tickerField, sideField, quantityField, orderTypeField, limitPriceField])
+tickerField = FormControl("Ticker", tickerInput, "Enter a listed equity, ETF, future, or FX pair.")
+tickerInput = Input("ticker", "e.g. NVDA")
+sideField = FormControl("Side", sideSelect)
+sideSelect = Select("side", [buyOption, sellOption], "Choose side")
+buyOption = SelectItem("buy", "Buy")
+sellOption = SelectItem("sell", "Sell")
+quantityField = FormControl("Quantity", quantityInput)
+quantityInput = Input("quantity", "0", "number")
+orderTypeField = FormControl("Order type", orderTypeSelect)
+orderTypeSelect = Select("order_type", [marketOption, limitOption, stopOption], "Choose order type")
+marketOption = SelectItem("market", "Market")
+limitOption = SelectItem("limit", "Limit")
+stopOption = SelectItem("stop", "Stop")
+limitPriceField = FormControl("Limit / stop price", limitPriceInput, "Required for limit and stop orders.")
+limitPriceInput = Input("limit_price", "0.00", "number")
+orderButtons = Buttons([placeOrderButton, previewOrderButton])
+placeOrderButton = Button("Place order", null, "primary")
+previewOrderButton = Button("Preview order", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-game__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-game__r1.txt
new file mode 100644
index 000000000..1d8625d51
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-game__r1.txt
@@ -0,0 +1,82 @@
+root = Card([header, liveStatus, kpis, sessionSection, salesSection, operationsSection, qualitySection, economySection, experimentsSection, eventsSection, moderationSection, patchNotesForm, actionButtons], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Real-time health, player activity, economy, and release controls")
+liveStatus = Callout("success", "Live service stable", "All core game services are operational. Peak concurrency is expected in 3 hours.")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Live metric", ["Players online now", "Daily active players", "Monthly active players", "Revenue today", "Revenue per user"])
+kpiValue = Col("Current value", ["184,260", "1.42M", "18.7M", "$286,940", "$0.20"])
+kpiChange = Col("vs. prior period", ["+8.4%", "+5.1%", "+3.2%", "+11.8%", "+6.4%"])
+sessionSection = SectionBlock([sessionItem])
+sessionItem = SectionItem("sessions", "Session length — past 14 days", [sessionChart, sessionSummary])
+sessionChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Average session length", [31.4, 32.1, 31.8, 33.2, 34.0, 33.6, 34.5, 35.1, 34.7, 35.8, 36.2, 35.9, 36.8, 37.4])
+sessionSummary = TextContent("Average session length is 37.4 minutes, up 4.8 minutes from two weeks ago.", "small")
+salesSection = SectionBlock([salesItem])
+salesItem = SectionItem("sales", "Best-selling items today", [salesTable])
+salesTable = Table([itemName, itemUnits, itemRevenue])
+itemName = Col("Item", ["Season Pass: Neon Frontier", "2,800 Gem Pack", "Voidrunner Skin", "Battle Boost Bundle", "Legendary Loot Chest"])
+itemUnits = Col("Units sold", [12480, 9820, 7410, 6280, 5190], "number")
+itemRevenue = Col("Revenue", ["$124,800", "$78,560", "$51,870", "$43,960", "$36,330"])
+operationsSection = SectionBlock([regionsItem])
+regionsItem = SectionItem("regions", "Server regions and health", [regionsTable, regionFocus])
+regionsTable = Table([regionName, regionPlayers, regionLatency, regionHealth])
+regionName = Col("Region", ["North America East", "North America West", "Europe", "Asia Pacific", "South America", "Middle East"])
+regionPlayers = Col("Online players", [52840, 34720, 49610, 31280, 10940, 4870], "number")
+regionLatency = Col("Median latency", ["42 ms", "48 ms", "39 ms", "61 ms", "72 ms", "84 ms"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Healthy", "Monitoring"])
+regionFocus = Select("focus_region", [regionAll, regionNAE, regionNAW, regionEU, regionAPAC, regionSA, regionME], "Focus a region", null, "all", "medium")
+regionAll = SelectItem("all", "All regions")
+regionNAE = SelectItem("na-east", "North America East")
+regionNAW = SelectItem("na-west", "North America West")
+regionEU = SelectItem("eu", "Europe")
+regionAPAC = SelectItem("apac", "Asia Pacific")
+regionSA = SelectItem("sa", "South America")
+regionME = SelectItem("me", "Middle East")
+qualitySection = SectionBlock([crashItem])
+crashItem = SectionItem("crashes", "Crash rate by app version", [crashChart, crashAlert])
+crashChart = BarChart(["2.14.0", "2.14.1", "2.14.2", "2.15.0", "2.15.1"], [crashSeries], "grouped", "App version", "Crash rate (%)")
+crashSeries = Series("Crash rate", [0.42, 0.38, 0.35, 0.91, 0.47])
+crashAlert = Alert("Version 2.15.0 needs attention", "Its crash rate is above the 0.7% intervention threshold. Rollout has been paused.", "warning")
+economySection = SectionBlock([inflationItem])
+inflationItem = SectionItem("inflation", "In-game currency inflation", [inflationChart, inflationText])
+inflationChart = AreaChart(["Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 18"], [currencySeries], "natural", "Date", "Currency supply index")
+currencySeries = Series("Gold supply index", [100, 101.2, 102.7, 104.1, 105.9, 107.8, 109.6])
+inflationText = TextContent("Currency supply is up 9.6% over two weeks. Monitor high-yield dungeon rewards before the weekend event.", "small")
+experimentsSection = SectionBlock([experimentsItem])
+experimentsItem = SectionItem("experiments", "Running experiments", [experimentTable])
+experimentTable = Table([experimentName, experimentAudience, experimentResult, experimentDecision])
+experimentName = Col("Experiment", ["Starter Bundle Pricing", "Matchmaking Queue Rules"])
+experimentAudience = Col("Audience", ["50% of new players", "30% of ranked players"])
+experimentResult = Col("Current result", ["Conversion +7.2%; ARPPU +3.1%", "Queue time -18%; retention +1.4%"])
+experimentDecision = Col("Status", ["Continue through Aug 22", "Expand to 60% tomorrow"])
+eventsSection = SectionBlock([eventsItem])
+eventsItem = SectionItem("events", "Live events", [eventsList])
+eventsList = ListBlock([eventLive, eventUpcomingOne, eventUpcomingTwo])
+eventLive = ListItem("Neon Frontier Weekend", "Running now • Ends Aug 19, 09:00 UTC • 184,260 participants")
+eventUpcomingOne = ListItem("Guild Raid: Leviathan", "Upcoming • Starts Aug 20, 16:00 UTC • Rewards configured")
+eventUpcomingTwo = ListItem("Double XP Sprint", "Upcoming • Starts Aug 23, 00:00 UTC • Targeted push notification scheduled")
+moderationSection = SectionBlock([reportsItem])
+reportsItem = SectionItem("moderation", "Moderation review queue", [moderationTable, moderationAlert])
+moderationTable = Table([queueType, queueCount, queueOldest, queuePriority])
+queueType = Col("Queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+queueCount = Col("Awaiting review", [326, 87], "number")
+queueOldest = Col("Oldest item", ["2h 14m", "5h 42m"])
+queuePriority = Col("Priority", ["High", "Normal"])
+moderationAlert = Callout("warning", "Player report backlog rising", "326 reports await review. Assign two additional moderators before the evening peak.")
+patchNotesForm = Form("patch-notes-draft", patchButtons, [patchVersionField, patchTitleField, patchNotesField, patchAudienceField])
+patchVersionField = FormControl("Patch version", patchVersionInput)
+patchVersionInput = Input("patch_version", "e.g. 2.15.2", "text")
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("patch_title", "e.g. Stability hotfix", "text")
+patchNotesField = FormControl("Patch notes draft", patchNotesInput, "Use player-facing language and include known issues.")
+patchNotesInput = TextArea("patch_notes", "Write patch notes...", 6)
+patchAudienceField = FormControl("Publish audience", patchAudienceSelect)
+patchAudienceSelect = Select("patch_audience", [audienceInternal, audienceCommunity, audienceAll], "Choose audience", null, "internal", "medium")
+audienceInternal = SelectItem("internal", "Internal review only")
+audienceCommunity = SelectItem("community", "Community managers")
+audienceAll = SelectItem("all", "All players")
+patchButtons = Buttons([saveDraftButton, previewNotesButton])
+saveDraftButton = Button("Save patch notes draft", null, "primary")
+previewNotesButton = Button("Preview player-facing notes", null, "secondary")
+actionButtons = Buttons([focusRegionButton, hotfixButton], "row")
+focusRegionButton = Button("Focus selected region", null, "secondary")
+hotfixButton = Button("Ship hotfix", null, "primary", "destructive", "large")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-game__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-game__r2.txt
new file mode 100644
index 000000000..0bf9343ac
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-game__r2.txt
@@ -0,0 +1,68 @@
+root = Card([header, liveStatus, kpis, sessionHeading, sessionTrend, salesHeading, salesTable, regionHeading, regionTable, crashHeading, crashChart, eventsHeading, eventsList, moderationHeading, moderationTable, economyHeading, inflationChart, experimentsHeading, experimentsTable, operationsHeading, regionForm, patchDialog, hotfixDialog], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Real-time studio dashboard • Tuesday, 14:32 UTC")
+liveStatus = Callout("success", "Live service stable", "All core systems are operational. 184,260 players are online right now.")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Live metric", ["Players online now", "Daily active players", "Monthly active players", "Revenue today", "Revenue per user"])
+kpiValue = Col("Current", ["184,260", "1.42M", "12.8M", "$486,920", "$0.34"])
+kpiChange = Col("Change", ["+8.6% vs last Tuesday", "+4.1% vs yesterday", "+6.8% vs last month", "+12.3% vs yesterday", "+3.0% vs yesterday"])
+sessionHeading = Heading("Session length • past two weeks", "h2")
+sessionTrend = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Average session length", [31.2, 31.8, 32.4, 31.9, 33.1, 34.0, 33.6, 34.2, 34.8, 35.1, 34.5, 35.4, 36.0, 35.7])
+salesHeading = Heading("Best-selling items today", "h2")
+salesTable = Table([itemName, itemType, itemUnits, itemRevenue])
+itemName = Col("Item", ["Neon Ronin Bundle", "Season Pass: Eclipse", "Crystal Cache", "Phoenix Mount", "Starter Upgrade"])
+itemType = Col("Category", ["Cosmetic bundle", "Battle pass", "Currency", "Mount", "Bundle"])
+itemUnits = Col("Units sold", [18240, 14780, 12620, 8940, 7210], "number")
+itemRevenue = Col("Revenue", ["$145,920", "$118,240", "$63,100", "$89,400", "$36,050"])
+regionHeading = Heading("Server regions", "h2")
+regionTable = Table([regionName, regionPlayers, regionLatency, regionHealth])
+regionName = Col("Region", ["US East", "US West", "Europe", "Asia Pacific", "South America"])
+regionPlayers = Col("Players", [52140, 38920, 47480, 36210, 9520], "number")
+regionLatency = Col("Median latency", ["42 ms", "48 ms", "51 ms", "67 ms", "74 ms"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Healthy", "Degraded", "Healthy"])
+crashHeading = Heading("Crash rate by app version", "h2")
+crashChart = BarChart(["3.14.0", "3.13.2", "3.13.1", "3.12.0"], [crashSeries], "grouped", "App version", "Crashes per 1,000 sessions")
+crashSeries = Series("Crash rate", [1.8, 0.9, 1.1, 2.6])
+eventsHeading = Heading("Live events", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Eclipse Siege", "Running now • Ends in 3h 28m • 91,440 participants")
+eventTwo = ListItem("Double XP Weekend", "Running now • Ends Monday 09:00 UTC • 128,320 participants")
+eventThree = ListItem("Guild Wars: Week 6", "Upcoming • Starts tomorrow 16:00 UTC")
+eventFour = ListItem("Celestial Market", "Upcoming • Starts Friday 12:00 UTC")
+moderationHeading = Heading("Moderation queues", "h2")
+moderationTable = Table([queueType, queuePending, queueOldest, queuePriority])
+queueType = Col("Queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+queuePending = Col("Pending", [286, 43], "number")
+queueOldest = Col("Oldest item", ["2h 14m", "18h 42m"])
+queuePriority = Col("Priority", ["High", "Medium"])
+economyHeading = Heading("In-game currency inflation", "h2")
+inflationChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [inflationSeries], "natural", "Date", "Gold supply index")
+inflationSeries = Series("Gold supply index", [100.0, 100.3, 100.5, 100.7, 101.0, 101.4, 101.8, 102.1, 102.6, 103.0, 103.4, 103.9, 104.2, 104.8])
+experimentsHeading = Heading("Running experiments", "h2")
+experimentsTable = Table([experimentName, experimentAudience, experimentResult, experimentStatus])
+experimentName = Col("Experiment", ["New player store layout", "Matchmaking protection window"])
+experimentAudience = Col("Audience", ["50% of new accounts", "25% of ranked players"])
+experimentResult = Col("Current result", ["+7.4% first-purchase conversion", "-11.8% early match abandons"])
+experimentStatus = Col("Status", ["Positive • 6 days remaining", "Positive • 3 days remaining"])
+operationsHeading = Heading("Operations controls", "h2")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus dashboard on region", regionSelect, "Filters operational views to the selected server region.")
+regionSelect = Select("region", [allRegions, usEast, usWest, europe, apac, southAmerica], "Choose a region", null, "all", "medium")
+allRegions = SelectItem("all", "All regions")
+usEast = SelectItem("us-east", "US East")
+usWest = SelectItem("us-west", "US West")
+europe = SelectItem("europe", "Europe")
+apac = SelectItem("apac", "Asia Pacific")
+southAmerica = SelectItem("south-america", "South America")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+patchDialog = DialogBlock("Draft patch notes", "Draft patch notes", "Prepare player-facing notes for the next release.", [patchForm], "secondary")
+patchForm = Form("patch-notes", patchButtons, [patchTitleField, patchBodyField])
+patchTitleField = FormControl("Patch title", patchTitleInput)
+patchTitleInput = Input("patch_title", "e.g. Update 3.14.1", "text")
+patchBodyField = FormControl("Patch notes", patchBodyInput)
+patchBodyInput = TextArea("patch_body", "Summarize fixes, balance changes, events, and known issues.", 8)
+patchButtons = Buttons([saveDraftButton, previewNotesButton])
+saveDraftButton = Button("Save draft", null, "primary")
+previewNotesButton = Button("Preview notes", null, "secondary")
+hotfixDialog = AlertDialogBlock("Ship hotfix", "Ship hotfix to production?", "This will begin the staged deployment to all server regions. Confirm only after validating rollback and monitoring plans.", "Ship hotfix", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-game__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-game__r3.txt
new file mode 100644
index 000000000..4a4d05db1
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-game__r3.txt
@@ -0,0 +1,65 @@
+root = Card([header, kpis, sessionSection, sessionTrend, salesSection, salesTable, regionSection, regionTable, regionFocus, stabilitySection, crashChart, eventsSection, eventsList, moderationSection, moderationTable, economySection, inflationChart, experimentsSection, experimentsTable, patchNotesDialog, hotfixDialog], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Real-time game health, player activity, economy, and release controls")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Live metric", ["Players online now", "Daily active players", "Monthly active players", "Revenue today", "Revenue per user"])
+kpiValue = Col("Value", ["184,260", "1.42M", "8.76M", "$428,540", "$0.30"])
+kpiChange = Col("Trend", ["+8.4% vs last hour", "+5.1% vs yesterday", "+3.7% vs last month", "+11.2% vs yesterday", "+2.9% vs yesterday"])
+sessionSection = Heading("Session length — past 14 days", "h2")
+sessionTrend = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Average session length", [31.2, 31.8, 32.1, 31.6, 32.7, 33.4, 34.1, 33.8, 34.5, 35.2, 34.9, 35.7, 36.1, 36.4])
+salesSection = Heading("Best-selling items today", "h2")
+salesTable = Table([itemName, itemUnits, itemRevenue])
+itemName = Col("Item", ["Neon Ronin Skin", "Battle Pass: Season 12", "Crystal Vault Bundle", "Phoenix Mount", "Double XP Booster"])
+itemUnits = Col("Units sold", [18420, 15380, 12110, 6840, 52900], "number")
+itemRevenue = Col("Gross revenue", ["$147,360", "$230,700", "$96,880", "$82,080", "$52,900"])
+regionSection = Heading("Server regions", "h2")
+regionTable = Table([regionName, regionHealth, regionPlayers, regionLatency])
+regionName = Col("Region", ["US East", "US West", "Europe", "Asia Pacific", "South America"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Investigating"])
+regionPlayers = Col("Players", [48210, 36140, 51180, 38920, 9820], "number")
+regionLatency = Col("Median latency", ["42 ms", "51 ms", "78 ms", "64 ms", "112 ms"])
+regionFocus = DrawerBlock("Focus a region", "Region operations", "Select a region to inspect traffic, incidents, and capacity.", [regionFocusForm])
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionSelectField])
+regionFocusButtons = Buttons([openRegionBtn])
+openRegionBtn = Button("Open region dashboard", null, "primary")
+regionSelectField = FormControl("Server region", regionSelect)
+regionSelect = Select("region", [regionEast, regionWest, regionEurope, regionApac, regionSouthAmerica], "Choose a region")
+regionEast = SelectItem("us-east", "US East")
+regionWest = SelectItem("us-west", "US West")
+regionEurope = SelectItem("eu", "Europe")
+regionApac = SelectItem("apac", "Asia Pacific")
+regionSouthAmerica = SelectItem("sa", "South America")
+stabilitySection = Heading("Crash rate by app version", "h2")
+crashChart = BarChart(["2.14.0", "2.14.1", "2.15.0", "2.15.1", "2.16.0"], [crashSeries], "grouped", "App version", "Crash rate (%)")
+crashSeries = Series("Crash rate", [0.42, 0.31, 0.68, 0.27, 0.19])
+eventsSection = Heading("Live events", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Solar Siege", "Running now · Ends in 3h 18m · 92,410 participants")
+eventTwo = ListItem("Guild Clash Weekend", "Running now · Ends in 1d 6h · 48,620 participants")
+eventThree = ListItem("Harvest Moon Hunt", "Upcoming · Starts Aug 20, 09:00 UTC")
+eventFour = ListItem("Season 12 Finale", "Upcoming · Starts Aug 23, 17:00 UTC")
+moderationSection = Heading("Review queue", "h2")
+moderationTable = Table([queueType, queueCount, queueOldest, queueAction])
+queueType = Col("Queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+queueCount = Col("Open cases", [347, 86], "number")
+queueOldest = Col("Oldest case", ["2h 14m", "9h 42m"])
+queueAction = Col("Priority", ["High", "Medium"])
+economySection = Heading("In-game currency inflation", "h2")
+inflationChart = AreaChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [inflationSeries], "natural", "Date", "Currency supply index")
+inflationSeries = Series("Gold supply index", [100, 100.4, 100.9, 101.3, 101.8, 102.2, 102.9, 103.6, 104.1, 104.8, 105.6, 106.1, 106.9, 107.5])
+experimentsSection = Heading("Running experiments", "h2")
+experimentsTable = Table([experimentName, experimentAudience, experimentResult, experimentStatus])
+experimentName = Col("Experiment", ["Starter Bundle Pricing", "Matchmaking Queue Rules"])
+experimentAudience = Col("Audience", ["50% of new players", "25% of ranked players"])
+experimentResult = Col("Current result", ["+6.8% first-purchase conversion", "-9.4% queue time; retention neutral"])
+experimentStatus = Col("Status", ["Running · 4 days remaining", "Running · 2 days remaining"])
+patchNotesDialog = DialogBlock("Draft patch notes", "Draft patch notes", "Prepare player-facing notes for the next release.", [patchNotesForm], "secondary")
+patchNotesForm = Form("patch-notes", patchNotesButtons, [patchVersionField, patchNotesField])
+patchNotesButtons = Buttons([saveDraftBtn, previewNotesBtn])
+saveDraftBtn = Button("Save draft", null, "primary")
+previewNotesBtn = Button("Preview notes", null, "secondary")
+patchVersionField = FormControl("Version", patchVersionInput)
+patchVersionInput = Input("version", "2.16.1", "text")
+patchNotesField = FormControl("Patch notes", patchNotesInput)
+patchNotesInput = TextArea("notes", "Summarize fixes, balance changes, and known issues", 8)
+hotfixDialog = AlertDialogBlock("Ship hotfix", "Ship hotfix to production?", "This will begin a staged rollout to all server regions. Confirm only after validating the release candidate.", "Ship hotfix", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-game__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-game__r4.txt
new file mode 100644
index 000000000..b59971e4d
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-game__r4.txt
@@ -0,0 +1,83 @@
+root = Card([header, liveStatus, kpis, sessionSection, salesSection, regionsSection, crashSection, eventsSection, moderationSection, economySection, experimentsSection, patchNotesForm, operationsActions], "clear", "column", "l")
+header = CardHeader("Live Ops Command Center", "Real-time player, economy, reliability, and release operations")
+liveStatus = Callout("success", "Live service stable", "All core services are operational. Peak concurrency is projected in 3 hours.")
+kpis = Table([kpiMetric, kpiValue, kpiChange])
+kpiMetric = Col("Live metric", ["Players online now", "Daily active players", "Monthly active players", "Revenue today", "Revenue per user"])
+kpiValue = Col("Current", ["184,260", "1.42M", "8.76M", "$286,940", "$0.20"])
+kpiChange = Col("Trend", ["+8.4% vs. last hour", "+5.1% vs. yesterday", "+3.7% vs. last month", "+12.6% vs. yesterday", "+4.2% vs. yesterday"])
+sessionSection = Card([sessionHeader, sessionChart], "card", "column", "s")
+sessionHeader = Heading("Session length — past 14 days", "h2")
+sessionChart = LineChart(["Aug 5", "Aug 6", "Aug 7", "Aug 8", "Aug 9", "Aug 10", "Aug 11", "Aug 12", "Aug 13", "Aug 14", "Aug 15", "Aug 16", "Aug 17", "Aug 18"], [sessionSeries], "natural", "Date", "Minutes")
+sessionSeries = Series("Average session length", [31.8, 32.4, 32.1, 33.0, 34.2, 35.1, 34.7, 35.6, 36.4, 36.0, 37.2, 38.1, 37.6, 38.4])
+salesSection = Card([salesHeader, salesTable], "card", "column", "s")
+salesHeader = Heading("Best-selling items today", "h2")
+salesTable = Table([itemName, itemUnits, itemRevenue])
+itemName = Col("Item", ["Season Pass: Neon Frontier", "Legendary Loot Crate", "2,800 Gem Bundle", "Battle Boost: 7 Days", "Voidrunner Skin"])
+itemUnits = Col("Units sold", [18420, 12680, 8940, 7210, 5360], "number")
+itemRevenue = Col("Gross revenue", ["$110,520", "$63,400", "$44,700", "$28,840", "$26,800"])
+regionsSection = Card([regionsHeader, regionsTable, regionFocus], "card", "column", "s")
+regionsHeader = Heading("Server regions", "h2")
+regionsTable = Table([regionName, regionHealth, regionLatency, regionCapacity])
+regionName = Col("Region", ["US East", "US West", "Europe", "Asia Pacific", "South America"])
+regionHealth = Col("Health", ["Healthy", "Healthy", "Degraded", "Healthy", "Healthy"])
+regionLatency = Col("Median latency", ["32 ms", "41 ms", "78 ms", "54 ms", "68 ms"])
+regionCapacity = Col("Capacity", ["71%", "64%", "89%", "76%", "58%"])
+regionFocus = DrawerBlock("Focus a region", "Region focus", "Select a region to inspect routing, capacity, alerts, and player impact.", [regionFocusForm])
+regionFocusForm = Form("region-focus", regionFocusButtons, [regionSelectField])
+regionSelectField = FormControl("Server region", regionSelect, "Changes the operational dashboard focus.")
+regionSelect = Select("region", [regionUSEast, regionUSWest, regionEurope, regionAPAC, regionSA], "Choose a region")
+regionUSEast = SelectItem("us-east", "US East")
+regionUSWest = SelectItem("us-west", "US West")
+regionEurope = SelectItem("europe", "Europe")
+regionAPAC = SelectItem("apac", "Asia Pacific")
+regionSA = SelectItem("south-america", "South America")
+regionFocusButtons = Buttons([applyRegionFocus, cancelRegionFocus])
+applyRegionFocus = Button("Focus region", null, "primary")
+cancelRegionFocus = Button("Cancel", null, "tertiary")
+crashSection = Card([crashHeader, crashChart], "card", "column", "s")
+crashHeader = Heading("Crash rate by app version", "h2")
+crashChart = BarChart(["2.14.0", "2.14.1", "2.15.0", "2.15.1", "2.16.0"], [crashSeries], "grouped", "App version", "Crash rate (%)")
+crashSeries = Series("Crash-free session loss", [0.18, 0.22, 0.41, 0.29, 0.16])
+eventsSection = Card([eventsHeader, eventsList], "card", "column", "s")
+eventsHeader = Heading("Live events", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Neon Frontier Season", "Running now • Ends in 12 days • 61% participation")
+eventTwo = ListItem("Double XP Weekend", "Running now • Ends Monday 09:00 UTC • 38% participation")
+eventThree = ListItem("Guild War: Eclipse", "Upcoming • Starts Aug 22 • Registration opens in 2 days")
+eventFour = ListItem("Harvest Festival", "Upcoming • Starts Sep 1 • Reward table awaiting final approval")
+moderationSection = Card([moderationHeader, moderationTable, moderationActions], "card", "column", "s")
+moderationHeader = Heading("Player safety queue", "h2")
+moderationTable = Table([queueType, queueWaiting, queueOldest, queuePriority])
+queueType = Col("Queue", ["Player reports awaiting review", "Ban appeals awaiting review"])
+queueWaiting = Col("Awaiting review", [247, 38], "number")
+queueOldest = Col("Oldest case", ["3h 18m", "18h 42m"])
+queuePriority = Col("Priority", ["High", "Medium"])
+moderationActions = Buttons([openReports, openAppeals])
+openReports = Button("Review player reports", null, "secondary")
+openAppeals = Button("Review ban appeals", null, "secondary")
+economySection = Card([economyHeader, economyCallout, economyChart], "card", "column", "s")
+economyHeader = Heading("In-game currency inflation", "h2")
+economyCallout = Callout("warning", "Soft currency inflation is elevated", "Coins entering the economy are 6.8% above the 30-day baseline, driven by the Double XP Weekend reward multiplier.")
+economyChart = AreaChart(["Aug 5", "Aug 7", "Aug 9", "Aug 11", "Aug 13", "Aug 15", "Aug 17", "Aug 18"], [coinInflationSeries, gemInflationSeries], "natural", "Date", "Index (100 = baseline)")
+coinInflationSeries = Series("Coins", [100.4, 101.1, 101.8, 102.4, 103.2, 104.8, 106.1, 106.8])
+gemInflationSeries = Series("Gems", [100.0, 100.1, 100.0, 100.2, 100.4, 100.3, 100.5, 100.6])
+experimentsSection = Card([experimentsHeader, experimentsTable], "card", "column", "s")
+experimentsHeader = Heading("Running experiments", "h2")
+experimentsTable = Table([experimentName, experimentStatus, experimentResult, experimentDecision])
+experimentName = Col("Experiment", ["Onboarding Quest Flow", "Store Bundle Personalization"])
+experimentStatus = Col("Status", ["Running • Day 9 of 14", "Running • Day 12 of 21"])
+experimentResult = Col("Current result", ["D1 retention +3.9% • 95% confidence", "Revenue per user +2.7% • 88% confidence"])
+experimentDecision = Col("Recommendation", ["Continue to planned readout", "Continue; monitor refund rate"])
+patchNotesForm = Form("patch-notes-draft", patchNotesButtons, [patchTitleField, patchVersionField, patchNotesField])
+patchTitleField = FormControl("Patch notes title", patchTitleInput)
+patchTitleInput = Input("patch_title", "e.g. Patch 2.16.1 — Stability Update")
+patchVersionField = FormControl("Target app version", patchVersionInput)
+patchVersionInput = Input("patch_version", "e.g. 2.16.1")
+patchNotesField = FormControl("Draft patch notes", patchNotesInput, "Use player-facing language and include known issues when relevant.")
+patchNotesInput = TextArea("patch_notes", "Write patch notes for players...", 6)
+patchNotesButtons = Buttons([savePatchDraft, previewPatchDraft])
+savePatchDraft = Button("Save draft", null, "primary")
+previewPatchDraft = Button("Preview notes", null, "secondary")
+operationsActions = Card([operationsHeader, hotfixAlert], "sunk", "column", "s")
+operationsHeader = Heading("Release controls", "h2")
+hotfixAlert = AlertDialogBlock("Ship hotfix", "Ship emergency hotfix?", "This will begin phased deployment to all server regions and notify on-call engineering.", "Ship hotfix", "Cancel", "destructive")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-plant__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r1.txt
new file mode 100644
index 000000000..5f5ecab38
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r1.txt
@@ -0,0 +1,101 @@
+root = Card([header, alerts, kpis, productionSection, qualitySection, maintenanceSection, materialsSection, operationsSection, safetySection, energySection, controls], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Tuesday, August 18 • Live production overview")
+alerts = Callout("warning", "Live Andon Alerts", "Line 2 is running below target rate; Press 4 packaging sensor requires inspection.")
+kpis = Card([oee, units, safetyKpi, energyKpi], "card", "row", "m", "stretch", "between", true)
+oee = Progress(82, "Overall Equipment Effectiveness • Target 85%")
+units = Progress(7460, "Units produced today • 7,460 / 9,000 target")
+safetyKpi = TextCallout("success", "Safety", "1 incident this year • 46 days since last incident")
+energyKpi = TextCallout("info", "Energy today", "18.4 MWh used • 6% below plan")
+productionSection = SectionBlock([linesSection, shiftsSection, defectsSection, downtimeSection], false)
+linesSection = SectionItem("lines", "Production Lines", [linesTable, focusButtons])
+linesTable = Table([lineName, lineRate, lineStatus, lineOee])
+lineName = Col("Line", ["Line 1 • Steel Forming", "Line 2 • Injection", "Line 3 • Assembly", "Line 4 • Packaging"])
+lineRate = Col("Rate", ["142 units/hr", "96 units/hr", "128 units/hr", "131 units/hr"])
+lineStatus = Col("Status", ["Running", "Below target", "Running", "Running"])
+lineOee = Col("OEE", ["88%", "71%", "84%", "86%"])
+focusButtons = Buttons([focusLine1, focusLine2, focusLine3, focusLine4], "row")
+focusLine1 = Button("Focus Line 1", ["focus-line-1"], "secondary", "normal", "small")
+focusLine2 = Button("Focus Line 2", ["focus-line-2"], "secondary", "normal", "small")
+focusLine3 = Button("Focus Line 3", ["focus-line-3"], "secondary", "normal", "small")
+focusLine4 = Button("Focus Line 4", ["focus-line-4"], "secondary", "normal", "small")
+shiftsSection = SectionItem("shifts", "Shift Output Comparison", [shiftChart])
+shiftChart = BarChart(["Night", "Day", "Evening"], [shiftOutput, shiftTarget], "grouped", "Shift", "Units")
+shiftOutput = Series("Produced", [2180, 3010, 2270])
+shiftTarget = Series("Target", [2400, 3300, 2400])
+defectsSection = SectionItem("defects", "Defect Rate • Past Month", [defectChart])
+defectChart = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 18"], [defectSeries], "natural", "Date", "Defect rate %")
+defectSeries = Series("Defect rate", [2.8, 2.5, 2.7, 2.2, 2.1, 1.9, 2.0, 1.7])
+downtimeSection = SectionItem("downtime", "Downtime by Cause • Today", [downtimeChart])
+downtimeChart = PieChart(["Changeover", "Mechanical", "Material shortage", "Quality check", "Unplanned stop"], [38, 24, 16, 13, 9], "donut", "circular")
+qualitySection = SectionBlock([qualityHoldSection, workOrdersSection], false)
+qualityHoldSection = SectionItem("quality-holds", "Batches on Quality Hold", [qualityTable])
+qualityTable = Table([batchId, batchLine, holdReason, holdAge])
+batchId = Col("Batch", ["B-240818-17", "B-240818-21", "B-240817-44"])
+batchLine = Col("Line", ["Line 2", "Line 3", "Line 1"])
+holdReason = Col("Hold reason", ["Color variance", "Torque sample failure", "Surface finish review"])
+holdAge = Col("Age", ["42 min", "1 hr 18 min", "3 hr 06 min"])
+workOrdersSection = SectionItem("work-orders", "Open Work Orders", [workOrdersTable])
+workOrdersTable = Table([workOrderId, workOrderMachine, workOrderTask, workOrderPriority])
+workOrderId = Col("Work order", ["WO-4821", "WO-4828", "WO-4834", "WO-4840"])
+workOrderMachine = Col("Machine", ["Press 4", "Mixer 2", "Conveyor 7", "Robot Cell 3"])
+workOrderTask = Col("Task", ["Inspect packaging sensor", "Replace agitator seal", "Align belt tracking", "Calibrate gripper"])
+workOrderPriority = Col("Priority", ["Critical", "High", "Medium", "Low"])
+maintenanceSection = SectionBlock([maintenanceDueSection, maintenanceScheduleSection], false)
+maintenanceDueSection = SectionItem("maintenance-due", "Machines Due for Maintenance", [maintenanceList])
+maintenanceList = ListBlock([machineOne, machineTwo, machineThree, machineFour], "number")
+machineOne = ListItem("Press 4", "Due today • 1,240 operating hours • Sensor inspection")
+machineTwo = ListItem("Mixer 2", "Due in 1 day • 2,980 operating hours • Seal replacement")
+machineThree = ListItem("Robot Cell 3", "Due in 2 days • 1,760 operating hours • Calibration")
+machineFour = ListItem("Conveyor 7", "Due in 4 days • 4,120 operating hours • Belt alignment")
+maintenanceScheduleSection = SectionItem("schedule-maintenance", "Schedule Maintenance", [maintenanceForm])
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [machineField, dateField, maintenanceTypeField, maintenanceNotesField])
+machineField = FormControl("Machine", machineSelect)
+machineSelect = Select("machine", [pressOption, mixerOption, robotOption, conveyorOption], "Select a machine")
+pressOption = SelectItem("press-4", "Press 4")
+mixerOption = SelectItem("mixer-2", "Mixer 2")
+robotOption = SelectItem("robot-cell-3", "Robot Cell 3")
+conveyorOption = SelectItem("conveyor-7", "Conveyor 7")
+dateField = FormControl("Maintenance date", maintenanceDate)
+maintenanceDate = DatePicker("maintenance_date", "single")
+maintenanceTypeField = FormControl("Service type", maintenanceType)
+maintenanceType = Select("service_type", [preventiveOption, correctiveOption, inspectionOption], "Choose service type")
+preventiveOption = SelectItem("preventive", "Preventive maintenance")
+correctiveOption = SelectItem("corrective", "Corrective repair")
+inspectionOption = SelectItem("inspection", "Inspection")
+maintenanceNotesField = FormControl("Notes", maintenanceNotes)
+maintenanceNotes = TextArea("maintenance_notes", "Describe required work", 3)
+maintenanceButtons = Buttons([scheduleButton, clearButton])
+scheduleButton = Button("Schedule maintenance", ["schedule-maintenance"], "primary")
+clearButton = Button("Clear", ["clear-maintenance-form"], "tertiary")
+materialsSection = SectionBlock([stockSection, deliveriesSection], false)
+stockSection = SectionItem("stock", "Material Stock", [stockTable])
+stockTable = Table([materialName, materialOnHand, materialCoverage, materialStatus])
+materialName = Col("Material", ["Steel coil", "Resin pellets", "Packaging cartons"])
+materialOnHand = Col("On hand", ["42.8 tonnes", "18.6 tonnes", "24,500 units"])
+materialCoverage = Col("Coverage", ["4.2 days", "2.1 days", "3.4 days"])
+materialStatus = Col("Status", ["Healthy", "Reorder soon", "Healthy"])
+deliveriesSection = SectionItem("deliveries", "Supplier Deliveries Due This Week", [deliveryTable])
+deliveryTable = Table([deliveryDate, deliverySupplier, deliveryMaterial, deliveryQuantity])
+deliveryDate = Col("Due", ["Wed Aug 19", "Thu Aug 20", "Fri Aug 21", "Mon Aug 24"])
+deliverySupplier = Col("Supplier", ["Northstar Steel", "PolySource Ltd.", "PackRight", "Northstar Steel"])
+deliveryMaterial = Col("Material", ["Steel coil", "Resin pellets", "Packaging cartons", "Steel coil"])
+deliveryQuantity = Col("Quantity", ["20 tonnes", "12 tonnes", "18,000 units", "25 tonnes"])
+operationsSection = SectionBlock([andonSection], false)
+andonSection = SectionItem("andon", "Live Andon Board", [andonList])
+andonList = ListBlock([andonOne, andonTwo, andonThree])
+andonOne = ListItem("Line 2 rate below target", "96 units/hr against 120 target • Active for 18 minutes", null, "Investigate")
+andonTwo = ListItem("Press 4 sensor fault", "Packaging sensor intermittent • Maintenance notified", null, "Acknowledge")
+andonThree = ListItem("Resin stock approaching reorder point", "2.1 days of coverage remaining • Purchase order pending", null, "Review")
+safetySection = SectionBlock([safetyDetailsSection], false)
+safetyDetailsSection = SectionItem("safety-details", "Safety Performance", [safetyTable])
+safetyTable = Table([safetyMetric, safetyValue])
+safetyMetric = Col("Metric", ["Incidents this year", "Days since last incident", "Near misses this month", "Safety observations completed"])
+safetyValue = Col("Value", ["1", "46 days", "3", "87"])
+energySection = SectionBlock([energyDetailsSection], false)
+energyDetailsSection = SectionItem("energy-details", "Energy Use Today", [energyChart, energyText])
+energyChart = AreaChart(["00:00", "04:00", "08:00", "12:00", "16:00", "20:00"], [energySeries], "natural", "Time", "MWh")
+energySeries = Series("Energy consumed", [0.8, 0.6, 3.9, 5.2, 5.8, 2.1])
+energyText = TextContent("Total energy use: **18.4 MWh** today, tracking 6% below the planned 19.6 MWh.", "default")
+controls = Buttons([exportShiftReport, refreshConsole], "row")
+exportShiftReport = Button("Export shift report", ["export-shift-report"], "primary")
+refreshConsole = Button("Refresh live data", ["refresh-console"], "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-plant__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r2.txt
new file mode 100644
index 000000000..e8f21682f
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r2.txt
@@ -0,0 +1,87 @@
+root = Card([header, alerts, overviewHeading, kpiTable, separator1, linesHeading, linesTable, lineFocusForm, separator2, qualityHeading, defectTrend, downtimeChart, qualityHoldTable, separator3, maintenanceHeading, maintenanceTable, maintenanceForm, separator4, materialsHeading, stockTable, deliveriesTable, separator5, operationsHeading, shiftChart, energyProgress, workOrdersTable, separator6, safetyHeading, safetyTable, exportActions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live production, quality, maintenance, and supply status for today")
+alerts = Callout("warning", "Live Andon Alerts", "Line 2: conveyor sensor fault • Line 3: material replenishment requested • Press 4: quality check overdue")
+overviewHeading = Heading("Today at a glance", "h2")
+kpiTable = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Metric", ["Overall equipment effectiveness", "Units produced", "Today’s target", "Safety incidents this year", "Days since last incident"])
+kpiValue = Col("Current", ["78.4%", "18,640", "24,000", "3", "47"])
+kpiStatus = Col("Status", ["Below 82% goal", "77.7% complete", "5,360 remaining", "No lost-time incidents", "Improving"])
+separator1 = Separator()
+linesHeading = Heading("Production lines", "h2")
+linesTable = Table([lineName, lineRate, lineStatus, lineOutput])
+lineName = Col("Line", ["Line 1 — Steel Forming", "Line 2 — Injection Molding", "Line 3 — Assembly", "Line 4 — Packaging"])
+lineRate = Col("Rate", ["142 units/hr", "0 units/hr", "118 units/hr", "136 units/hr"])
+lineStatus = Col("Status", ["Running", "Andon: Sensor fault", "Running", "Running"])
+lineOutput = Col("Shift output", ["3,980", "2,740", "3,610", "3,420"])
+lineFocusForm = Form("line-focus", lineFocusButtons, [lineFocusField])
+lineFocusField = FormControl("Focus dashboard on production line", lineFocusSelect, "Choose a line to review its live details")
+lineFocusSelect = Select("focus_line", [focusAll, focusLine1, focusLine2, focusLine3, focusLine4], "Select a line")
+focusAll = SelectItem("all", "All production lines")
+focusLine1 = SelectItem("line-1", "Line 1 — Steel Forming")
+focusLine2 = SelectItem("line-2", "Line 2 — Injection Molding")
+focusLine3 = SelectItem("line-3", "Line 3 — Assembly")
+focusLine4 = SelectItem("line-4", "Line 4 — Packaging")
+lineFocusButtons = Buttons([focusButton])
+focusButton = Button("Focus line", null, "primary")
+separator2 = Separator()
+qualityHeading = Heading("Quality and downtime", "h2")
+defectTrend = LineChart(["Jul 20", "Jul 23", "Jul 26", "Jul 29", "Aug 1", "Aug 4", "Aug 7", "Aug 10", "Aug 13", "Aug 16"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [2.8, 2.5, 2.9, 2.3, 2.1, 2.4, 1.9, 2.0, 1.7, 1.8])
+downtimeChart = PieChart(["Mechanical", "Material shortage", "Quality hold", "Changeover", "Sensor / controls"], [38, 22, 16, 14, 10], "donut")
+qualityHoldTable = Table([holdBatch, holdLine, holdReason, holdAge])
+holdBatch = Col("Batch", ["B-240816-07", "B-240816-11", "B-240815-22"])
+holdLine = Col("Line", ["Line 3", "Line 2", "Line 1"])
+holdReason = Col("Hold reason", ["Dimensional variance", "Color consistency", "Surface finish inspection"])
+holdAge = Col("Age", ["2 hr 14 min", "1 hr 06 min", "5 hr 32 min"])
+separator3 = Separator()
+maintenanceHeading = Heading("Maintenance", "h2")
+maintenanceTable = Table([machineName, maintenanceDue, maintenanceType, maintenanceRisk])
+machineName = Col("Machine", ["Press 04", "Molder 02", "Conveyor C-7", "Robot Cell 3"])
+maintenanceDue = Col("Due", ["Today", "Tomorrow", "Aug 21", "Aug 23"])
+maintenanceType = Col("Work", ["Hydraulic inspection", "Filter replacement", "Belt tension check", "End-effector calibration"])
+maintenanceRisk = Col("Risk", ["High", "Medium", "Medium", "Low"])
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [maintenanceMachineField, maintenanceDateField, maintenanceNotesField])
+maintenanceMachineField = FormControl("Machine", maintenanceMachineSelect)
+maintenanceMachineSelect = Select("maintenance_machine", [machinePress, machineMolder, machineConveyor, machineRobot], "Select machine")
+machinePress = SelectItem("press-04", "Press 04")
+machineMolder = SelectItem("molder-02", "Molder 02")
+machineConveyor = SelectItem("conveyor-c7", "Conveyor C-7")
+machineRobot = SelectItem("robot-3", "Robot Cell 3")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDatePicker)
+maintenanceDatePicker = DatePicker("maintenance_date", "single")
+maintenanceNotesField = FormControl("Maintenance notes", maintenanceNotesInput)
+maintenanceNotesInput = TextArea("maintenance_notes", "Describe required work", 3)
+maintenanceButtons = Buttons([scheduleButton])
+scheduleButton = Button("Schedule maintenance", null, "primary")
+separator4 = Separator()
+materialsHeading = Heading("Materials and supplier deliveries", "h2")
+stockTable = Table([stockMaterial, stockAvailable, stockCoverage, stockState])
+stockMaterial = Col("Material", ["Steel coil", "Resin pellets", "Packaging cartons"])
+stockAvailable = Col("Available", ["84.2 tonnes", "31.6 tonnes", "18,400 units"])
+stockCoverage = Col("Coverage", ["4.8 days", "2.1 days", "1.7 days"])
+stockState = Col("Status", ["Healthy", "Reorder soon", "Low"])
+deliveriesTable = Table([deliverySupplier, deliveryMaterial, deliveryDue, deliveryQuantity])
+deliverySupplier = Col("Supplier", ["Northstar Metals", "PolyForm Supply", "PackRight Logistics", "Northstar Metals"])
+deliveryMaterial = Col("Delivery", ["Steel coil", "Resin pellets", "Packaging cartons", "Steel coil"])
+deliveryDue = Col("Due this week", ["Tue, Aug 19", "Wed, Aug 20", "Thu, Aug 21", "Fri, Aug 22"])
+deliveryQuantity = Col("Quantity", ["24 tonnes", "18 tonnes", "12,000 units", "30 tonnes"])
+separator5 = Separator()
+operationsHeading = Heading("Shift output and energy", "h2")
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [actualOutput, targetOutput], "grouped", "Shift", "Units")
+actualOutput = Series("Actual output", [6820, 6410, 5410])
+targetOutput = Series("Target output", [7500, 7500, 9000])
+energyProgress = Progress(68, "Energy use today: 42.6 MWh of 62.5 MWh daily operating budget")
+workOrdersTable = Table([workOrderId, workOrderTitle, workOrderArea, workOrderPriority])
+workOrderId = Col("Work order", ["WO-10482", "WO-10491", "WO-10503", "WO-10511"])
+workOrderTitle = Col("Task", ["Repair Line 2 sensor array", "Inspect Press 04 hydraulics", "Replace Conveyor C-7 belt", "Calibrate Robot Cell 3"])
+workOrderArea = Col("Area", ["Line 2", "Line 1", "Line 3", "Line 4"])
+workOrderPriority = Col("Priority", ["Critical", "High", "Medium", "Low"])
+separator6 = Separator()
+safetyHeading = Heading("Safety", "h2")
+safetyTable = Table([safetyMetric, safetyValue, safetyDetail])
+safetyMetric = Col("Metric", ["Recordable incidents", "Near misses reported", "Days since last incident"])
+safetyValue = Col("Value", ["3", "18", "47"])
+safetyDetail = Col("Year to date", ["1 recordable, 2 first-aid", "All reviewed within 24 hours", "Last incident: Jul 2"])
+exportActions = Buttons([exportShiftReport, acknowledgeAlerts])
+exportShiftReport = Button("Export shift report", null, "primary")
+acknowledgeAlerts = Button("Acknowledge andon alerts", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-plant__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r3.txt
new file mode 100644
index 000000000..2e9d5bf32
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r3.txt
@@ -0,0 +1,78 @@
+root = Card([header, liveAlerts, performanceHeading, performanceTable, productionProgress, lineHeading, lineTable, focusControls, qualityHeading, defectTrend, downtimeChart, qualityHoldTable, maintenanceHeading, maintenanceDueTable, maintenanceForm, inventoryHeading, inventoryTable, deliveryTable, workforceHeading, shiftChart, safetyTable, energyProgress, workOrderHeading, workOrderTable, reportActions], "clear", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Today • Live operational overview")
+liveAlerts = Alert("Live andon alerts", "Line 2 has a material feed warning; Press 4 has been stopped for a safety interlock check.", "warning")
+performanceHeading = Heading("Today’s performance", "h2")
+performanceTable = Table([performanceMetricCol, performanceValueCol, performanceStatusCol])
+performanceMetricCol = Col("Metric", ["Overall equipment effectiveness", "Availability", "Performance", "Quality"])
+performanceValueCol = Col("Value", ["78.4%", "86.1%", "91.2%", "99.4%"])
+performanceStatusCol = Col("Status", ["Below plan", "Watch", "On target", "On target"])
+productionProgress = Progress(6840, "6,840 units produced of 8,500 today")
+lineHeading = Heading("Production lines", "h2")
+lineTable = Table([lineNameCol, lineRateCol, lineStatusCol, lineDetailCol])
+lineNameCol = Col("Line", ["Line 1 • Steel Forming", "Line 2 • Resin Molding", "Line 3 • Assembly", "Line 4 • Packaging"])
+lineRateCol = Col("Current rate", ["118 units/hr", "72 units/hr", "96 units/hr", "104 units/hr"])
+lineStatusCol = Col("Status", ["Running", "Material warning", "Running", "Running"])
+lineDetailCol = Col("Detail", ["98% of planned rate", "Awaiting resin feed", "102% of planned rate", "94% of planned rate"])
+focusControls = Buttons([focusLine1Btn, focusLine2Btn, focusLine3Btn, focusLine4Btn], "row")
+focusLine1Btn = Button("Focus Line 1", null, "secondary", "normal", "small")
+focusLine2Btn = Button("Focus Line 2", null, "secondary", "normal", "small")
+focusLine3Btn = Button("Focus Line 3", null, "secondary", "normal", "small")
+focusLine4Btn = Button("Focus Line 4", null, "secondary", "normal", "small")
+qualityHeading = Heading("Quality and downtime", "h2")
+defectTrend = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [defectSeries], "natural", "Date", "Defect rate (%)")
+defectSeries = Series("Defect rate", [1.8, 1.5, 1.7, 1.3, 1.2, 1.4, 1.1, 0.9])
+downtimeChart = PieChart(["Material shortage", "Changeover", "Equipment fault", "Quality inspection", "Other"], [34, 26, 21, 12, 7], "donut")
+qualityHoldTable = Table([holdBatchCol, holdReasonCol, holdAgeCol, holdOwnerCol])
+holdBatchCol = Col("Batch on quality hold", ["B-24187", "B-24192", "B-24201"])
+holdReasonCol = Col("Reason", ["Surface finish variance", "Dimensional inspection", "Label verification"])
+holdAgeCol = Col("Age", ["3h 20m", "1h 45m", "35m"])
+holdOwnerCol = Col("Owner", ["Quality Lab", "Quality Lab", "Packaging QA"])
+maintenanceHeading = Heading("Maintenance", "h2")
+maintenanceDueTable = Table([machineCol, maintenanceTaskCol, maintenanceDueCol, maintenanceRiskCol])
+machineCol = Col("Machine", ["Press 4", "Molder 2", "Conveyor C-7", "Packer 1"])
+maintenanceTaskCol = Col("Due maintenance", ["Safety interlock inspection", "Hydraulic oil analysis", "Belt tension check", "Sealer calibration"])
+maintenanceDueCol = Col("Due", ["Today", "Today", "Tomorrow", "Aug 21"])
+maintenanceRiskCol = Col("Priority", ["Critical", "High", "Medium", "Medium"])
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [maintenanceMachineField, maintenanceDateField, maintenanceNotesField])
+maintenanceMachineField = FormControl("Machine", maintenanceMachineSelect)
+maintenanceMachineSelect = Select("machine", [press4Option, molder2Option, conveyorOption, packerOption], "Choose a machine")
+press4Option = SelectItem("press-4", "Press 4")
+molder2Option = SelectItem("molder-2", "Molder 2")
+conveyorOption = SelectItem("conveyor-c7", "Conveyor C-7")
+packerOption = SelectItem("packer-1", "Packer 1")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDatePicker)
+maintenanceDatePicker = DatePicker("maintenance_date", "single")
+maintenanceNotesField = FormControl("Work details", maintenanceNotesInput)
+maintenanceNotesInput = TextArea("maintenance_notes", "Describe required work", 3)
+maintenanceButtons = Buttons([scheduleMaintenanceBtn, clearMaintenanceBtn])
+scheduleMaintenanceBtn = Button("Schedule maintenance", null, "primary")
+clearMaintenanceBtn = Button("Clear", null, "tertiary")
+inventoryHeading = Heading("Materials and incoming deliveries", "h2")
+inventoryTable = Table([materialCol, stockCol, coverageCol, inventoryStatusCol])
+materialCol = Col("Material", ["Steel coil", "Resin pellets", "Packaging cartons"])
+stockCol = Col("On hand", ["42.6 tonnes", "18.2 tonnes", "24,800 units"])
+coverageCol = Col("Estimated coverage", ["4.8 days", "2.1 days", "3.6 days"])
+inventoryStatusCol = Col("Status", ["Healthy", "Low", "Watch"])
+deliveryTable = Table([supplierCol, deliveryMaterialCol, deliveryEtaCol, deliveryQuantityCol])
+supplierCol = Col("Supplier", ["Northstar Steel", "PolySource Materials", "PackRight Logistics", "Northstar Steel"])
+deliveryMaterialCol = Col("Delivery", ["Steel coil", "Resin pellets", "Packaging cartons", "Steel coil"])
+deliveryEtaCol = Col("Due this week", ["Tue 09:00", "Wed 14:30", "Thu 08:00", "Fri 11:00"])
+deliveryQuantityCol = Col("Quantity", ["20 tonnes", "12 tonnes", "18,000 units", "25 tonnes"])
+workforceHeading = Heading("Shift, safety, and energy", "h2")
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [shiftOutputSeries, shiftTargetSeries], "grouped", "Shift", "Units")
+shiftOutputSeries = Series("Output", [2680, 2410, 1750])
+shiftTargetSeries = Series("Target", [2800, 2800, 2900])
+safetyTable = Table([safetyMetricCol, safetyValueCol])
+safetyMetricCol = Col("Safety metric", ["Recordable incidents this year", "Near-miss reports this year", "Days since last incident"])
+safetyValueCol = Col("Value", ["2", "17", "126 days"])
+energyProgress = Progress(72, "Energy use today: 18.4 MWh of 25.5 MWh daily operating budget")
+workOrderHeading = Heading("Open work orders", "h2")
+workOrderTable = Table([workOrderIdCol, workOrderTitleCol, workOrderMachineCol, workOrderPriorityCol, workOrderDueCol])
+workOrderIdCol = Col("Work order", ["WO-10482", "WO-10479", "WO-10465", "WO-10451"])
+workOrderTitleCol = Col("Work", ["Inspect safety interlock", "Replace resin feed sensor", "Calibrate packaging sealer", "Repair conveyor guard"])
+workOrderMachineCol = Col("Machine", ["Press 4", "Line 2", "Packer 1", "Conveyor C-7"])
+workOrderPriorityCol = Col("Priority", ["Critical", "High", "Medium", "High"])
+workOrderDueCol = Col("Due", ["Today 10:30", "Today 13:00", "Tomorrow", "Tomorrow"])
+reportActions = Buttons([exportShiftReportBtn, refreshConsoleBtn])
+exportShiftReportBtn = Button("Export shift report", null, "primary")
+refreshConsoleBtn = Button("Refresh live data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-plant__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r4.txt
new file mode 100644
index 000000000..8eeddd274
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-plant__r4.txt
@@ -0,0 +1,85 @@
+root = Card([header, liveAlert, overviewHeading, kpiTable, productionHeading, lineTable, lineFocusForm, defectHeading, defectTrend, downtimeHeading, downtimeChart, maintenanceHeading, maintenanceList, maintenanceForm, inventoryHeading, inventoryTable, deliveryHeading, deliveryList, shiftHeading, shiftChart, safetyHeading, safetyTable, qualityHeading, qualityHoldTable, energyHeading, energyProgress, workOrdersHeading, workOrdersTable, reportActions], "card", "column", "l")
+header = CardHeader("Factory Floor Supervisor Console", "Live production, maintenance, inventory, and safety overview for today")
+liveAlert = Alert("Live Andon Alert", "Line 2 is running below target rate due to a conveyor sensor fault. Maintenance has been notified.", "warning")
+overviewHeading = Heading("Today at a glance", "h2")
+kpiTable = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Metric", ["Overall equipment effectiveness", "Units produced", "Today's target", "Energy use today"])
+kpiValue = Col("Value", ["82.6%", "18,420", "22,000", "14.8 MWh"])
+kpiStatus = Col("Status", ["Below 85% goal", "83.7% complete", "3,580 remaining", "Within daily budget"])
+productionHeading = Heading("Production lines", "h2")
+lineTable = Table([lineName, lineRate, lineStatus, lineNote])
+lineName = Col("Line", ["Line 1 — Steel Forming", "Line 2 — Injection Molding", "Line 3 — Assembly", "Line 4 — Packaging"])
+lineRate = Col("Current rate", ["124 units/hr", "78 units/hr", "110 units/hr", "118 units/hr"])
+lineStatus = Col("Status", ["Running", "Attention", "Running", "Running"])
+lineNote = Col("Detail", ["At 96% of plan", "At 62% of plan", "At 91% of plan", "At 98% of plan"])
+lineFocusForm = Form("line-focus", lineFocusButtons, [lineFocusField])
+lineFocusField = FormControl("Focus production view on", lineFocusSelect, "Choose a line to review its live details")
+lineFocusSelect = Select("focused_line", [focusAll, focusLine1, focusLine2, focusLine3, focusLine4], "Select a production line", null, "all", "medium")
+focusAll = SelectItem("all", "All production lines")
+focusLine1 = SelectItem("line-1", "Line 1 — Steel Forming")
+focusLine2 = SelectItem("line-2", "Line 2 — Injection Molding")
+focusLine3 = SelectItem("line-3", "Line 3 — Assembly")
+focusLine4 = SelectItem("line-4", "Line 4 — Packaging")
+lineFocusButtons = Buttons([applyFocusButton])
+applyFocusButton = Button("Apply line focus", null, "primary")
+defectHeading = Heading("Defect rate — past month", "h2")
+defectTrend = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [defectSeries], "natural", "Date", "Defect rate %")
+defectSeries = Series("Defect rate", [2.8, 2.5, 2.7, 2.2, 2.1, 1.9, 2.0, 1.7])
+downtimeHeading = Heading("Downtime by cause", "h2")
+downtimeChart = PieChart(["Mechanical", "Material shortage", "Changeover", "Quality check", "Sensor fault"], [186, 94, 72, 51, 38], "donut", "circular")
+maintenanceHeading = Heading("Machines due for maintenance", "h2")
+maintenanceList = ListBlock([maintenanceMachine1, maintenanceMachine2, maintenanceMachine3, maintenanceMachine4])
+maintenanceMachine1 = ListItem("Press P-14", "Due today — hydraulic pressure inspection", null, "Schedule")
+maintenanceMachine2 = ListItem("Molder M-07", "Due in 1 day — nozzle cleaning and calibration", null, "Schedule")
+maintenanceMachine3 = ListItem("Robot R-22", "Due in 2 days — end-effector inspection", null, "Schedule")
+maintenanceMachine4 = ListItem("Packer PK-03", "Due in 3 days — belt tension check", null, "Schedule")
+maintenanceForm = Form("schedule-maintenance", maintenanceButtons, [maintenanceMachineField, maintenanceDateField, maintenanceNotesField])
+maintenanceMachineField = FormControl("Machine", maintenanceMachineSelect)
+maintenanceMachineSelect = Select("maintenance_machine", [machineP14, machineM07, machineR22, machinePK03], "Select machine")
+machineP14 = SelectItem("p-14", "Press P-14")
+machineM07 = SelectItem("m-07", "Molder M-07")
+machineR22 = SelectItem("r-22", "Robot R-22")
+machinePK03 = SelectItem("pk-03", "Packer PK-03")
+maintenanceDateField = FormControl("Maintenance date", maintenanceDatePicker)
+maintenanceDatePicker = DatePicker("maintenance_date", "single")
+maintenanceNotesField = FormControl("Work notes", maintenanceNotesInput, "Optional instructions for the maintenance team")
+maintenanceNotesInput = TextArea("maintenance_notes", "Describe planned work", 3)
+maintenanceButtons = Buttons([scheduleMaintenanceButton])
+scheduleMaintenanceButton = Button("Schedule maintenance", null, "primary")
+inventoryHeading = Heading("Raw material and packaging stock", "h2")
+inventoryTable = Table([inventoryMaterial, inventoryOnHand, inventoryCoverage, inventoryStatus])
+inventoryMaterial = Col("Material", ["Steel coil", "Resin pellets", "Packaging cartons"])
+inventoryOnHand = Col("On hand", ["42.5 tonnes", "18.2 tonnes", "31,600 units"])
+inventoryCoverage = Col("Coverage", ["5.2 production days", "2.1 production days", "3.8 production days"])
+inventoryStatus = Col("Status", ["Healthy", "Reorder soon", "Healthy"])
+deliveryHeading = Heading("Supplier deliveries due this week", "h2")
+deliveryList = ListBlock([delivery1, delivery2, delivery3, delivery4])
+delivery1 = ListItem("Northstar Steel", "Monday, 09:00 — 20 tonnes of galvanized steel coil")
+delivery2 = ListItem("PolyChem Materials", "Tuesday, 14:00 — 12 tonnes of resin pellets")
+delivery3 = ListItem("PackRight Supply", "Thursday, 10:30 — 18,000 packaging cartons")
+delivery4 = ListItem("Allied Components", "Friday, 08:00 — 4,500 fastener kits")
+shiftHeading = Heading("Shift output comparison", "h2")
+shiftChart = BarChart(["Shift A", "Shift B", "Shift C"], [actualOutputSeries, targetOutputSeries], "grouped", "Shift", "Units produced")
+actualOutputSeries = Series("Actual output", [7420, 6810, 4190])
+targetOutputSeries = Series("Target output", [7600, 7400, 7000])
+safetyHeading = Heading("Safety performance", "h2")
+safetyTable = Table([safetyMetric, safetyValue])
+safetyMetric = Col("Metric", ["Safety incidents this year", "Days since last incident", "Near-miss reports this month"])
+safetyValue = Col("Value", ["3", "47 days", "8"])
+qualityHeading = Heading("Batches on quality hold", "h2")
+qualityHoldTable = Table([batchId, batchLine, batchReason, batchQuantity])
+batchId = Col("Batch", ["B-240817-09", "B-240817-12", "B-240818-03"])
+batchLine = Col("Line", ["Line 2", "Line 1", "Line 3"])
+batchReason = Col("Hold reason", ["Surface blemish review", "Dimensional variance", "Torque test pending"])
+batchQuantity = Col("Quantity", ["640 units", "280 units", "190 units"])
+energyHeading = Heading("Energy use today", "h2")
+energyProgress = Progress(74, "14.8 MWh used of 20.0 MWh daily operating budget")
+workOrdersHeading = Heading("Open work orders", "h2")
+workOrdersTable = Table([workOrderId, workOrderTitle, workOrderPriority, workOrderOwner])
+workOrderId = Col("Work order", ["WO-1842", "WO-1847", "WO-1851", "WO-1856"])
+workOrderTitle = Col("Task", ["Repair Line 2 conveyor sensor", "Inspect Press P-14 hydraulics", "Replace Molder M-07 nozzle", "Verify Line 3 torque station"])
+workOrderPriority = Col("Priority", ["Critical", "High", "High", "Medium"])
+workOrderOwner = Col("Assigned to", ["Maintenance — J. Rivera", "Maintenance — K. Chen", "Maintenance — A. Patel", "Quality — M. Lewis"])
+reportActions = Buttons([exportShiftReportButton, refreshConsoleButton])
+exportShiftReportButton = Button("Export shift report", null, "primary")
+refreshConsoleButton = Button("Refresh live data", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r1.txt
new file mode 100644
index 000000000..5d2fd9379
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r1.txt
@@ -0,0 +1,130 @@
+root = Card([header, liveViewers, titleHours, watchTime, subscriberFlow, genrePerformance, bufferingRate, deliveryHealth, releases, expiringLicenses, recommendationClicks, noPlaybackSearches, revenueSplit, deviceSplit, regionFocus, featureFlags, promotionForm], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live audience, delivery health, content operations, and growth signals")
+
+liveViewers = Card([liveHeader, liveMetric, liveDetail], "card", "column", "s")
+liveHeader = Heading("Viewers watching right now", "h2")
+liveMetric = TextContent("1,284,630 concurrent viewers", "large-heavy")
+liveDetail = TextContent("Up 8.4% from the same time last week. Peak expected at 9:15 PM UTC.", "default")
+
+titleHours = Card([titlesHeader, titlesTable], "card", "column", "s")
+titlesHeader = Heading("Most-watched titles", "h2")
+titlesTable = Table([titleCol, hoursCol, viewersCol])
+titleCol = Col("Title", ["Harbor Lights", "The Last Orbit", "Kitchen Rivals", "Wild Frontier", "Paper Kingdom"])
+hoursCol = Col("Hours watched", ["184,200", "151,840", "126,310", "98,720", "84,560"], "number")
+viewersCol = Col("Active viewers", ["92,430", "71,220", "64,180", "48,900", "41,760"], "number")
+
+watchTime = Card([watchHeader, watchChart], "card", "column", "s")
+watchHeader = Heading("Watch time over the past month", "h2")
+watchChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [watchSeries], "natural", "Date", "Millions of hours")
+watchSeries = Series("Watch time", [8.6, 9.1, 8.9, 9.8, 10.4, 10.1, 11.2, 11.6])
+
+subscriberFlow = Card([subscriberHeader, subscriberChart], "card", "column", "s")
+subscriberHeader = Heading("New subscribers vs cancellations", "h2")
+subscriberChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubscriberSeries, cancellationSeries], "grouped", "Week", "Subscribers")
+newSubscriberSeries = Series("New subscribers", [48200, 51800, 55900, 60300])
+cancellationSeries = Series("Cancellations", [12400, 13100, 11800, 14200])
+
+genrePerformance = Card([genreHeader, genreChart], "card", "column", "s")
+genreHeader = Heading("Performance by genre", "h2")
+genreChart = HorizontalBarChart(["Drama", "Comedy", "Documentary", "Action", "Kids", "Reality"], [genreSeries], "grouped", "Hours watched (M)", "Genre")
+genreSeries = Series("Hours watched", [31.8, 26.4, 18.9, 17.6, 14.2, 11.8])
+
+bufferingRate = Card([bufferHeader, bufferValue, bufferStatus], "card", "column", "s")
+bufferHeader = Heading("Buffering rate", "h2")
+bufferValue = Progress(99.42, "Playback starts without buffering")
+bufferStatus = Callout("success", "Within target", "Global rebuffering rate is 0.58%, below the 0.75% operational threshold.")
+
+deliveryHealth = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = Heading("Delivery health by region", "h2")
+deliveryTable = Table([regionCol, availabilityCol, startupCol, rebufferCol, healthCol])
+regionCol = Col("Region", ["North America", "Europe", "Latin America", "Asia Pacific", "Middle East & Africa"])
+availabilityCol = Col("Availability", ["99.99%", "99.98%", "99.94%", "99.96%", "99.91%"])
+startupCol = Col("Start time", ["1.2s", "1.4s", "1.9s", "1.7s", "2.3s"])
+rebufferCol = Col("Rebuffer rate", ["0.31%", "0.42%", "0.81%", "0.63%", "1.04%"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Watch", "Healthy", "Watch"])
+
+releases = Card([releasesHeader, releasesList], "card", "column", "s")
+releasesHeader = Heading("Releases coming this month", "h2")
+releasesList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour])
+releaseOne = ListItem("Northbound", "Aug 21 • Original drama • Global release")
+releaseTwo = ListItem("Signal Lost", "Aug 24 • Sci-fi film • Global release")
+releaseThree = ListItem("Tiny Chefs: Season 3", "Aug 28 • Kids series • Global release")
+releaseFour = ListItem("The Archive Room", "Aug 31 • Documentary • Select territories")
+
+expiringLicenses = Card([licensesHeader, licensesAlert, licensesTable], "card", "column", "s")
+licensesHeader = Heading("Licenses expiring soon", "h2")
+licensesAlert = Alert("3 licenses require action", "Titles with less than 30 days remaining may need renewal or scheduled removal.", "warning")
+licensesTable = Table([licenseTitleCol, territoryCol, expiryCol, ownerCol])
+licenseTitleCol = Col("Title", ["City of Glass", "Summer League", "Deep Current"])
+territoryCol = Col("Territories", ["US, Canada", "Europe", "Latin America"])
+expiryCol = Col("Expires", ["Aug 25", "Sep 2", "Sep 11"])
+ownerCol = Col("Owner", ["Content Acquisitions", "Sports Rights", "Regional Content"])
+
+recommendationClicks = Card([recommendationHeader, recommendationMetric, recommendationChart], "card", "column", "s")
+recommendationHeader = Heading("Recommendation click-through", "h2")
+recommendationMetric = TextContent("12.8% click-through rate", "large-heavy")
+recommendationChart = LineChart(["Mon", "Tue", "Wed", "Thu", "Fri", "Sat", "Sun"], [recommendationSeries], "natural", "Day", "CTR %")
+recommendationSeries = Series("Recommendation CTR", [11.9, 12.2, 12.6, 12.4, 13.1, 13.4, 12.8])
+
+noPlaybackSearches = Card([searchHeader, searchTable], "card", "column", "s")
+searchHeader = Heading("Searches ending without playback", "h2")
+searchTable = Table([searchTermCol, searchCountCol, noPlayRateCol, suggestedActionCol])
+searchTermCol = Col("Search term", ["the office", "premier league", "anime movies", "old classics", "live news"])
+searchCountCol = Col("Searches", ["18,420", "14,870", "12,330", "9,840", "8,910"], "number")
+noPlayRateCol = Col("No-playback rate", ["38%", "46%", "34%", "41%", "52%"])
+suggestedActionCol = Col("Suggested action", ["Improve matching", "Clarify availability", "Add collections", "Curate catalog rail", "Surface live channels"])
+
+revenueSplit = Card([revenueHeader, revenueChart], "card", "column", "s")
+revenueHeader = Heading("Revenue split by plan", "h2")
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Annual"], [46, 28, 17, 9], "donut", "circular")
+
+deviceSplit = Card([deviceHeader, deviceChart], "card", "column", "s")
+deviceHeader = Heading("Viewing split by device", "h2")
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Set-top box"], [52, 24, 14, 6, 4], "donut", "circular")
+
+regionFocus = Card([regionHeader, regionForm], "card", "column", "s")
+regionHeader = Heading("Focus operations by region", "h2")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Filters regional delivery, audience, and content signals.")
+regionSelect = Select("region", [regionGlobal, regionNA, regionEU, regionLATAM, regionAPAC, regionMEA], "Select a region", null, "global")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionEU = SelectItem("europe", "Europe")
+regionLATAM = SelectItem("latin-america", "Latin America")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionMEA = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([applyRegionButton, resetRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+resetRegionButton = Button("Reset to global", null, "secondary")
+
+featureFlags = Card([flagsHeader, flagsTable], "card", "column", "s")
+flagsHeader = Heading("Feature flags", "h2")
+flagsTable = Table([flagNameCol, flagStateCol, flagScopeCol, flagOwnerCol])
+flagNameCol = Col("Feature", ["Autoplay next episode", "AV1 streaming", "Personalized hero rail", "Low-latency live mode", "Smart download"])
+flagStateCol = Col("State", ["Enabled", "Enabled", "Experiment", "Disabled", "Enabled"])
+flagScopeCol = Col("Audience", ["100% global", "35% compatible devices", "20% North America", "Internal only", "60% mobile users"])
+flagOwnerCol = Col("Owner", ["Playback", "Video Platform", "Discovery", "Live Operations", "Mobile"])
+
+promotionForm = Card([promotionHeader, promotionFormContent], "card", "column", "s")
+promotionHeader = Heading("Promote a title on the home screen", "h2")
+promotionFormContent = Form("home-promotion", promotionButtons, [promotionTitleField, promotionRegionField, promotionStartField, promotionDurationField])
+promotionTitleField = FormControl("Title to promote", promotionTitleInput)
+promotionTitleInput = Input("promoted_title", "Search or enter a title")
+promotionRegionField = FormControl("Placement region", promotionRegionSelect)
+promotionRegionSelect = Select("promotion_region", [promotionGlobalOption, promotionNAOption, promotionEUOption, promotionLATAMOption, promotionAPACOption], "Choose placement region")
+promotionGlobalOption = SelectItem("global", "Global home screen")
+promotionNAOption = SelectItem("north-america", "North America")
+promotionEUOption = SelectItem("europe", "Europe")
+promotionLATAMOption = SelectItem("latin-america", "Latin America")
+promotionAPACOption = SelectItem("asia-pacific", "Asia Pacific")
+promotionStartField = FormControl("Promotion start date", promotionStartDate)
+promotionStartDate = DatePicker("promotion_start", "single")
+promotionDurationField = FormControl("Duration", promotionDurationSelect)
+promotionDurationSelect = Select("promotion_duration", [durationOne, durationThree, durationSeven, durationFourteen], "Select duration")
+durationOne = SelectItem("1", "1 day")
+durationThree = SelectItem("3", "3 days")
+durationSeven = SelectItem("7", "7 days")
+durationFourteen = SelectItem("14", "14 days")
+promotionButtons = Buttons([schedulePromotionButton, previewPromotionButton])
+schedulePromotionButton = Button("Schedule promotion", null, "primary")
+previewPromotionButton = Button("Preview placement", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r2.txt
new file mode 100644
index 000000000..89e393696
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r2.txt
@@ -0,0 +1,123 @@
+root = Card([header, liveViewers, topTitles, watchTime, subscriberFlow, genrePerformance, bufferingRate, deliveryHealth, upcomingReleases, expiringLicenses, recommendationClicks, abandonedSearches, revenueSplit, deviceSplit, regionFocus, featureFlags, promotionForm], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live audience, delivery quality, catalog operations, and growth controls")
+liveViewers = Card([liveHeader, liveMetric, liveStatus], "card", "column", "s")
+liveHeader = Heading("Viewers watching right now", "h2")
+liveMetric = TextContent("1,284,630 concurrent viewers", "large-heavy")
+liveStatus = Callout("success", "Live audience stable", "Concurrent viewing is 4.8% above the same time last week.")
+topTitles = Card([titlesHeader, titlesTable], "card", "column", "s")
+titlesHeader = Heading("Most-watched titles", "h2")
+titlesTable = Table([titleCol, hoursCol, viewersCol])
+titleCol = Col("Title", ["Northern Lights", "The Last Orbit", "Harbor District", "Wild Current", "After Midnight"])
+hoursCol = Col("Hours watched", ["184,200", "161,450", "138,900", "122,670", "109,340"], "number")
+viewersCol = Col("Active viewers", ["94,820", "83,110", "71,490", "64,230", "58,610"], "number")
+watchTime = Card([watchHeader, watchChart], "card", "column", "s")
+watchHeader = Heading("Watch time over the past month", "h2")
+watchChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [watchSeries], "natural", "Date", "Millions of hours")
+watchSeries = Series("Watch time", [5.8, 6.1, 6.4, 6.2, 6.8, 7.1, 6.9, 7.4])
+subscriberFlow = Card([subscriberHeader, subscriberChart], "card", "column", "s")
+subscriberHeader = Heading("New subscribers vs cancellations", "h2")
+subscriberChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubscribers, cancellations], "grouped", "Week", "Subscribers")
+newSubscribers = Series("New subscribers", [48200, 51600, 49800, 57300])
+cancellations = Series("Cancellations", [12600, 13900, 12100, 14700])
+genrePerformance = Card([genreHeader, genreChart], "card", "column", "s")
+genreHeader = Heading("Performance by genre", "h2")
+genreChart = HorizontalBarChart(["Drama", "Comedy", "Documentary", "Action", "Kids", "Reality"], [genreHours], "grouped", "Millions of hours", "Genre")
+genreHours = Series("Hours watched", [42.8, 35.4, 22.1, 29.7, 18.6, 15.2])
+bufferingRate = Card([bufferHeader, bufferMetric, bufferProgress, bufferNote], "card", "column", "s")
+bufferHeader = Heading("Buffering rate", "h2")
+bufferMetric = TextContent("0.42% of playback starts buffer for more than 3 seconds", "large-heavy")
+bufferProgress = Progress(42, "Target: below 1.00%")
+bufferNote = TextCallout("success", "Within target", "Global buffering is down 0.09 percentage points from yesterday.")
+deliveryHealth = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = Heading("Delivery health by region", "h2")
+deliveryTable = Table([regionCol, availabilityCol, startupCol, bufferCol, healthCol])
+regionCol = Col("Region", ["North America", "Europe", "Latin America", "Asia Pacific", "Middle East & Africa"])
+availabilityCol = Col("Availability", ["99.99%", "99.98%", "99.94%", "99.97%", "99.91%"])
+startupCol = Col("Start time", ["1.2s", "1.4s", "1.9s", "1.6s", "2.1s"])
+bufferCol = Col("Buffering", ["0.31%", "0.38%", "0.74%", "0.46%", "0.89%"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Watch", "Healthy", "Watch"])
+upcomingReleases = Card([releaseHeader, releaseList], "card", "column", "s")
+releaseHeader = Heading("Releases coming this month", "h2")
+releaseList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour], "number")
+releaseOne = ListItem("Echoes of Tomorrow", "Premieres Aug 21 • Sci-fi drama • Global")
+releaseTwo = ListItem("Kitchen Rivals: Season 4", "Premieres Aug 24 • Reality • North America and Europe")
+releaseThree = ListItem("The Quiet Mountain", "Premieres Aug 28 • Documentary • Global")
+releaseFour = ListItem("City of Glass", "Premieres Aug 31 • Crime thriller • Global")
+expiringLicenses = Card([licenseHeader, licenseAlert, licenseTable], "card", "column", "s")
+licenseHeader = Heading("Licenses expiring soon", "h2")
+licenseAlert = Alert("3 licenses need action", "Two high-viewership titles expire within 14 days.", "warning")
+licenseTable = Table([licenseTitleCol, territoryCol, expiryCol, actionCol])
+licenseTitleCol = Col("Title", ["Harbor District", "Summer House", "The Archive"])
+territoryCol = Col("Territory", ["Latin America", "Global", "Europe"])
+expiryCol = Col("Expires", ["Aug 25", "Aug 29", "Sep 2"])
+actionCol = Col("Next step", ["Renewal in review", "Negotiation open", "Remove from rails"])
+recommendationClicks = Card([recommendationHeader, recommendationMetric, recommendationChart], "card", "column", "s")
+recommendationHeader = Heading("Recommendation click-through", "h2")
+recommendationMetric = TextContent("8.7% recommendation click-through rate", "large-heavy")
+recommendationChart = LineChart(["Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [recommendationSeries], "natural", "Week", "Click-through rate (%)")
+recommendationSeries = Series("CTR", [7.9, 8.2, 8.5, 8.3, 8.7])
+abandonedSearches = Card([searchHeader, searchTable], "card", "column", "s")
+searchHeader = Heading("Searches ending without playback", "h2")
+searchTable = Table([queryCol, searchesCol, noPlayCol, opportunityCol])
+queryCol = Col("Search query", ["classic space movies", "live football", "season 3", "anime romance", "nature in 4k"])
+searchesCol = Col("Searches", [18420, 15680, 12940, 11430, 9820], "number")
+noPlayCol = Col("No-play rate", ["62%", "54%", "49%", "46%", "43%"])
+opportunityCol = Col("Opportunity", ["Catalog gap", "Rights unavailable", "Ambiguous results", "Ranking improvement", "Metadata improvement"])
+revenueSplit = Card([revenueHeader, revenueChart], "card", "column", "s")
+revenueHeader = Heading("Revenue split by plan", "h2")
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Mobile"], [46, 29, 19, 6], "donut", "circular")
+deviceSplit = Card([deviceHeader, deviceChart], "card", "column", "s")
+deviceHeader = Heading("Viewing split by device", "h2")
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Game console"], [48, 24, 16, 7, 5], "donut", "circular")
+regionFocus = Card([regionHeader, regionForm], "card", "column", "s")
+regionHeader = Heading("Focus operations by region", "h2")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Region", regionSelect, "Filters the operational view and alerts for the selected market.")
+regionSelect = Select("region", [globalOption, northAmericaOption, europeOption, latinAmericaOption, asiaPacificOption, meaOption], "Select a region", null, "global")
+globalOption = SelectItem("global", "Global")
+northAmericaOption = SelectItem("north-america", "North America")
+europeOption = SelectItem("europe", "Europe")
+latinAmericaOption = SelectItem("latin-america", "Latin America")
+asiaPacificOption = SelectItem("asia-pacific", "Asia Pacific")
+meaOption = SelectItem("mea", "Middle East & Africa")
+regionButtons = Buttons([applyRegionButton, resetRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+resetRegionButton = Button("Reset to global", null, "secondary")
+featureFlags = Card([flagsHeader, flagsForm], "card", "column", "s")
+flagsHeader = Heading("Feature flags", "h2")
+flagsForm = Form("feature-flags", flagButtons, [flagsField])
+flagsField = FormControl("Active experiments", flagsSwitches, "Toggle live product capabilities. Changes should be monitored after rollout.")
+flagsSwitches = SwitchGroup("flags", [autoplayFlag, previewFlag, smartDownloadsFlag, sportsAlertsFlag], "card")
+autoplayFlag = SwitchItem("Autoplay next episode", "Enabled for 100% of eligible profiles", "autoplay-next", true)
+previewFlag = SwitchItem("Homepage video previews", "Enabled for 50% of connected TV users", "home-previews", true)
+smartDownloadsFlag = SwitchItem("Smart downloads", "Paused while storage impact is evaluated", "smart-downloads", false)
+sportsAlertsFlag = SwitchItem("Live sports alerts", "Enabled for subscribers in supported markets", "sports-alerts", true)
+flagButtons = Buttons([saveFlagsButton])
+saveFlagsButton = Button("Save feature flag changes", null, "primary")
+promotionForm = Card([promotionHeader, promotionCallout, promotionWorkflow], "card", "column", "s")
+promotionHeader = Heading("Promote a title on the home screen", "h2")
+promotionCallout = TextCallout("info", "Homepage placement", "Choose a title and placement to schedule a promoted home-screen rail.")
+promotionWorkflow = Form("homepage-promotion", promotionButtons, [promotionTitleField, placementField, promotionDateField, audienceField])
+promotionTitleField = FormControl("Title", promotionTitleSelect)
+promotionTitleSelect = Select("promoted_title", [promoTitleOne, promoTitleTwo, promoTitleThree, promoTitleFour], "Choose a title")
+promoTitleOne = SelectItem("echoes-tomorrow", "Echoes of Tomorrow")
+promoTitleTwo = SelectItem("kitchen-rivals", "Kitchen Rivals: Season 4")
+promoTitleThree = SelectItem("quiet-mountain", "The Quiet Mountain")
+promoTitleFour = SelectItem("city-glass", "City of Glass")
+placementField = FormControl("Home-screen placement", placementSelect)
+placementSelect = Select("placement", [heroPlacement, trendingPlacement, featuredPlacement, genrePlacement], "Choose placement")
+heroPlacement = SelectItem("hero", "Hero banner")
+trendingPlacement = SelectItem("trending", "Trending now rail")
+featuredPlacement = SelectItem("featured", "Featured this week rail")
+genrePlacement = SelectItem("genre", "Genre spotlight rail")
+promotionDateField = FormControl("Promotion date", promotionDate)
+promotionDate = DatePicker("promotion_date", "single")
+audienceField = FormControl("Audience", audienceSelect)
+audienceSelect = Select("audience", [allAudience, newAudience, returningAudience, premiumAudience], "Choose audience")
+allAudience = SelectItem("all", "All eligible viewers")
+newAudience = SelectItem("new", "New subscribers")
+returningAudience = SelectItem("returning", "Returning viewers")
+premiumAudience = SelectItem("premium", "Premium plan viewers")
+promotionButtons = Buttons([schedulePromotionButton, previewPromotionButton])
+schedulePromotionButton = Button("Schedule promotion", null, "primary")
+previewPromotionButton = Button("Preview placement", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r3.txt
new file mode 100644
index 000000000..05eb509cc
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r3.txt
@@ -0,0 +1,127 @@
+root = Card([header, liveViewers, topTitles, watchTime, subscriberTrend, genrePerformance, bufferingRate, regionFocus, deliveryHealth, releases, expiringLicenses, recommendationClicks, failedSearches, revenueSplit, deviceSplit, featureFlags, promotionForm], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live audience, delivery quality, catalog, growth, and merchandising")
+
+liveViewers = Card([liveHeader, liveMetric, liveNote], "card", "column", "s")
+liveHeader = Heading("Viewers watching right now", "h2")
+liveMetric = TextContent("248,716", "large-heavy")
+liveNote = TextContent("Up 8.4% from the same time last week", "small")
+
+topTitles = Card([topTitlesHeader, topTitlesTable], "card", "column", "s")
+topTitlesHeader = Heading("Most-watched titles", "h2")
+topTitlesTable = Table([titleCol, hoursCol, viewersCol])
+titleCol = Col("Title", ["Harbor Lights", "The Last Signal", "Kitchen Rivals", "Orbit Nine", "Wild North"])
+hoursCol = Col("Hours watched", ["42,860", "36,410", "29,775", "24,190", "18,630"], "number")
+viewersCol = Col("Active viewers", ["31,204", "26,880", "19,342", "16,509", "12,774"], "number")
+
+watchTime = Card([watchTimeHeader, watchTimeChart], "card", "column", "s")
+watchTimeHeader = Heading("Watch time over the past month", "h2")
+watchTimeChart = AreaChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [watchTimeSeries], "natural", "Date", "Millions of hours")
+watchTimeSeries = Series("Hours watched", [5.8, 6.1, 6.4, 6.0, 6.7, 7.2, 7.0, 7.6])
+
+subscriberTrend = Card([subscriberHeader, subscriberChart], "card", "column", "s")
+subscriberHeader = Heading("New subscribers vs cancellations", "h2")
+subscriberChart = BarChart(["Week 1", "Week 2", "Week 3", "Week 4"], [newSubscribersSeries, cancellationsSeries], "grouped", "Week", "Subscribers")
+newSubscribersSeries = Series("New subscribers", [18400, 21100, 19750, 23800])
+cancellationsSeries = Series("Cancellations", [6200, 7100, 6600, 7400])
+
+genrePerformance = Card([genreHeader, genreChart], "card", "column", "s")
+genreHeader = Heading("Performance by genre", "h2")
+genreChart = HorizontalBarChart(["Drama", "Comedy", "Action", "Documentary", "Kids", "Reality"], [genreHoursSeries], "grouped", "Hours watched (M)", "Genre")
+genreHoursSeries = Series("Hours watched", [18.4, 15.9, 13.7, 8.2, 7.6, 6.9])
+
+bufferingRate = Card([bufferHeader, bufferProgress, bufferNote], "card", "column", "s")
+bufferHeader = Heading("Buffering rate", "h2")
+bufferProgress = Progress(98.7, "Playback sessions without buffering")
+bufferNote = TextContent("Current buffering rate: 1.3% • Target: below 1.5%", "small")
+
+regionFocus = Card([regionHeader, regionForm], "card", "column", "s")
+regionHeader = Heading("Focus region", "h2")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Delivery region", regionSelect, "Filters the operational view for on-call review")
+regionSelect = Select("region", [northAmerica, europe, latinAmerica, asiaPacific], "Select a region", null, "global")
+northAmerica = SelectItem("north-america", "North America")
+europe = SelectItem("europe", "Europe")
+latinAmerica = SelectItem("latin-america", "Latin America")
+asiaPacific = SelectItem("asia-pacific", "Asia Pacific")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+
+deliveryHealth = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = Heading("Delivery health by region", "h2")
+deliveryTable = Table([regionCol, availabilityCol, startupCol, bufferCol, healthCol])
+regionCol = Col("Region", ["North America", "Europe", "Latin America", "Asia Pacific"])
+availabilityCol = Col("Availability", ["99.99%", "99.97%", "99.91%", "99.95%"])
+startupCol = Col("Start time", ["1.4s", "1.7s", "2.3s", "1.9s"])
+bufferCol = Col("Buffering", ["0.8%", "1.1%", "2.4%", "1.6%"])
+healthCol = Col("Health", ["Healthy", "Healthy", "Watch", "Healthy"])
+
+releases = Card([releasesHeader, releasesList], "card", "column", "s")
+releasesHeader = Heading("Releases coming this month", "h2")
+releasesList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour], "number")
+releaseOne = ListItem("August 21 — City of Glass", "Original drama series • Global")
+releaseTwo = ListItem("August 23 — Match Point", "Sports documentary • North America and Europe")
+releaseThree = ListItem("August 28 — Little Explorers: Season 4", "Kids animation • Global")
+releaseFour = ListItem("August 30 — Midnight Circuit", "Action film • Global")
+
+expiringLicenses = Card([licenseHeader, licenseAlert, licenseTable], "card", "column", "s")
+licenseHeader = Heading("Licenses expiring soon", "h2")
+licenseAlert = Alert("3 licenses require action this week", "Renewal decisions are needed before titles leave the service.", "warning")
+licenseTable = Table([licenseTitleCol, territoryCol, expiryCol, ownerCol])
+licenseTitleCol = Col("Title", ["The Paper Garden", "Coastal Patrol", "Archive 81"])
+territoryCol = Col("Territory", ["Global", "Europe", "North America"])
+expiryCol = Col("Expires", ["Aug 22", "Aug 24", "Aug 26"])
+ownerCol = Col("Owner", ["Content Partnerships", "Acquisitions", "Legal"])
+
+recommendationClicks = Card([recommendationHeader, recommendationChart, recommendationNote], "card", "column", "s")
+recommendationHeader = Heading("Recommendation click rate", "h2")
+recommendationChart = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [recommendationSeries], "natural", "Date", "Click-through rate (%)")
+recommendationSeries = Series("Recommendation CTR", [8.1, 8.4, 8.2, 8.8, 9.0, 9.3, 9.1, 9.6])
+recommendationNote = TextContent("9.6% of recommendation impressions resulted in a title click today.", "small")
+
+failedSearches = Card([searchHeader, searchTable], "card", "column", "s")
+searchHeader = Heading("Searches without playback", "h2")
+searchTable = Table([searchTermCol, searchesCol, noPlaybackCol])
+searchTermCol = Col("Search term", ["summer detectives", "classic space opera", "world cup replay", "midnight diner", "nature live"])
+searchesCol = Col("Searches", [4820, 3910, 2875, 2440, 1980], "number")
+noPlaybackCol = Col("No playback", ["62%", "58%", "54%", "49%", "46%"])
+
+revenueSplit = Card([revenueHeader, revenueChart], "card", "column", "s")
+revenueHeader = Heading("Revenue split by plan", "h2")
+revenueChart = PieChart(["Premium", "Standard", "Ad-supported", "Annual"], [44, 27, 18, 11], "donut", "circular")
+
+deviceSplit = Card([deviceHeader, deviceChart], "card", "column", "s")
+deviceHeader = Heading("Viewing split by device", "h2")
+deviceChart = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Console"], [48, 24, 16, 7, 5], "donut", "circular")
+
+featureFlags = Card([flagsHeader, flagsForm], "card", "column", "s")
+flagsHeader = Heading("Feature flags", "h2")
+flagsForm = Form("feature-flags", flagButtons, [flagField])
+flagField = FormControl("Operational flags", flagSwitches, "Changes apply to new sessions within five minutes")
+flagSwitches = SwitchGroup("flags", [autoplayFlag, av1Flag, searchFlag, homepageFlag], "card")
+autoplayFlag = SwitchItem("Smart autoplay", "Personalized next-episode selection", "smart-autoplay", true)
+av1Flag = SwitchItem("AV1 streaming", "Enable AV1 for compatible devices", "av1-streaming", true)
+searchFlag = SwitchItem("Semantic search", "Natural-language search ranking", "semantic-search", false)
+homepageFlag = SwitchItem("Dynamic home hero", "Contextual featured title artwork", "dynamic-home-hero", true)
+flagButtons = Buttons([saveFlagsButton])
+saveFlagsButton = Button("Save feature flags", null, "primary")
+
+promotionForm = Card([promotionHeader, promotionEditor], "card", "column", "s")
+promotionHeader = Heading("Promote a title on the home screen", "h2")
+promotionEditor = Form("home-promotion", promotionButtons, [promotionTitleField, promotionPlacementField, promotionCopyField, promotionDateField])
+promotionTitleField = FormControl("Title", promotionTitleSelect)
+promotionTitleSelect = Select("promoted-title", [promoteHarbor, promoteSignal, promoteOrbit], "Choose a title")
+promoteHarbor = SelectItem("harbor-lights", "Harbor Lights")
+promoteSignal = SelectItem("the-last-signal", "The Last Signal")
+promoteOrbit = SelectItem("orbit-nine", "Orbit Nine")
+promotionPlacementField = FormControl("Home placement", placementSelect)
+placementSelect = Select("placement", [heroPlacement, trendingPlacement, continuePlacement], "Choose placement")
+heroPlacement = SelectItem("hero", "Main hero banner")
+trendingPlacement = SelectItem("trending", "Trending row")
+continuePlacement = SelectItem("because-you-watched", "Because you watched row")
+promotionCopyField = FormControl("Promotion message", promotionCopy)
+promotionCopy = TextArea("promotion-copy", "Add a short campaign message", 3, null, "Now streaming: a mystery that changes with every tide.")
+promotionDateField = FormControl("Promotion window", promotionDates)
+promotionDates = DatePicker("promotion-window", "range")
+promotionButtons = Buttons([schedulePromotionButton, previewPromotionButton])
+schedulePromotionButton = Button("Schedule promotion", null, "primary")
+previewPromotionButton = Button("Preview home screen", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r4.txt
new file mode 100644
index 000000000..399a83039
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-streaming__r4.txt
@@ -0,0 +1,92 @@
+root = Card([header, liveViewers, titlesSection, watchTime, subscriberTrend, genrePerformance, bufferingRate, deliveryHealth, releasesSection, licensesSection, recommendationRate, failedSearches, revenueSplit, deviceSplit, regionForm, featureFlags, promotionForm], "clear", "column", "l")
+header = CardHeader("Streaming Operations Room", "Live audience, delivery health, catalog operations, and growth signals")
+liveViewers = Card([liveViewerTitle, liveViewerValue, liveViewerNote], "card", "column", "s")
+liveViewerTitle = TextContent("Viewers watching right now", "small-heavy")
+liveViewerValue = TextContent("184,620", "large-heavy")
+liveViewerNote = TextContent("Up 8.4% from the same time last week", "small")
+titlesSection = Card([titlesHeader, titlesTable], "card", "column", "s")
+titlesHeader = Heading("Most-watched titles", "h3")
+titlesTable = Table([titleCol, hoursCol, viewersCol])
+titleCol = Col("Title", ["Northstar", "The Last Harbor", "Signal Lost", "Wild Cities", "Paper Kingdom"])
+hoursCol = Col("Hours watched", ["42,810", "37,460", "31,920", "26,740", "22,380"], "number")
+viewersCol = Col("Active viewers", ["18,420", "15,880", "13,210", "10,940", "9,760"], "number")
+watchTime = LineChart(["Jul 20", "Jul 24", "Jul 28", "Aug 1", "Aug 5", "Aug 9", "Aug 13", "Aug 17"], [watchSeries], "natural", "Date", "Hours watched")
+watchSeries = Series("Watch time", [412000, 438000, 426000, 471000, 489000, 512000, 503000, 541000])
+subscriberTrend = BarChart(["Jul 20", "Jul 27", "Aug 3", "Aug 10", "Aug 17"], [newSubscribers, cancellations], "grouped", "Week", "Subscribers")
+newSubscribers = Series("New subscribers", [18400, 20120, 22480, 23860, 25140])
+cancellations = Series("Cancellations", [4920, 5180, 4760, 5410, 5080])
+genrePerformance = HorizontalBarChart(["Drama", "Comedy", "Action", "Documentary", "Kids", "Reality"], [genreHours], "grouped", "Hours watched", "Genre")
+genreHours = Series("Hours watched", [186400, 143200, 128900, 81400, 69300, 52800])
+bufferingRate = Card([bufferingHeader, bufferingProgress, bufferingNote], "card", "column", "s")
+bufferingHeader = TextContent("Buffering rate", "small-heavy")
+bufferingProgress = Progress(0.62, "0.62% of playback sessions")
+bufferingNote = TextContent("Within the 0.80% service target", "small")
+deliveryHealth = Card([deliveryHeader, deliveryTable], "card", "column", "s")
+deliveryHeader = Heading("Delivery health by region", "h3")
+deliveryTable = Table([regionCol, availabilityCol, startupCol, bufferCol])
+regionCol = Col("Region", ["North America", "Europe", "Latin America", "Asia Pacific", "Middle East & Africa"])
+availabilityCol = Col("Availability", ["99.99%", "99.98%", "99.94%", "99.97%", "99.91%"])
+startupCol = Col("Start time", ["1.2s", "1.4s", "1.9s", "1.6s", "2.3s"])
+bufferCol = Col("Buffering", ["0.34%", "0.48%", "0.86%", "0.57%", "1.12%"])
+releasesSection = Card([releasesHeader, releasesList], "card", "column", "s")
+releasesHeader = Heading("Releases coming this month", "h3")
+releasesList = ListBlock([releaseOne, releaseTwo, releaseThree, releaseFour])
+releaseOne = ListItem("August 21 · Glass Horizon", "Original sci-fi drama · Global release")
+releaseTwo = ListItem("August 23 · Match Point", "Sports documentary series · 8 episodes")
+releaseThree = ListItem("August 28 · Tiny Explorers", "Animated family feature · Global release")
+releaseFour = ListItem("August 30 · Night Shift", "Crime thriller · North America and Europe")
+licensesSection = Card([licensesHeader, licensesTable], "card", "column", "s")
+licensesHeader = Heading("Licenses expiring soon", "h3")
+licensesTable = Table([licenseTitleCol, expirationCol, territoryCol, decisionCol])
+licenseTitleCol = Col("Title", ["The Red Archive", "Coastal Roads", "Chef's Table: Home", "Orbit Seven"])
+expirationCol = Col("Expires", ["Aug 22", "Aug 26", "Aug 31", "Sep 4"])
+territoryCol = Col("Territory", ["Global", "Europe", "North America", "Asia Pacific"])
+decisionCol = Col("Status", ["Renewal in review", "Negotiating", "Renewal approved", "Rights ending"])
+recommendationRate = Card([recommendationHeader, recommendationProgress, recommendationNote], "card", "column", "s")
+recommendationHeader = TextContent("Recommendation click-through rate", "small-heavy")
+recommendationProgress = Progress(18.7, "18.7% clicked a recommended title")
+recommendationNote = TextContent("Up 1.9 percentage points after the home-screen ranking update", "small")
+failedSearches = Card([searchHeader, searchTable], "card", "column", "s")
+searchHeader = Heading("Searches ending without playback", "h3")
+searchTable = Table([searchQueryCol, searchCountCol, searchRateCol])
+searchQueryCol = Col("Search query", ["summer romance", "classic detective", "nature live", "space cooking", "retro cartoons"])
+searchCountCol = Col("Searches", [12480, 9830, 7640, 6120, 5890], "number")
+searchRateCol = Col("No-playback rate", ["71%", "64%", "58%", "55%", "53%"])
+revenueSplit = PieChart(["Premium", "Standard", "Ad-supported", "Annual"], [46, 29, 17, 8], "donut", "circular")
+deviceSplit = PieChart(["Connected TV", "Mobile", "Web", "Tablet", "Game console"], [54, 24, 13, 6, 3], "donut", "circular")
+regionForm = Form("region-focus", regionButtons, [regionField])
+regionField = FormControl("Focus dashboard on region", regionSelect, "Updates regional delivery and audience views")
+regionSelect = Select("region", [regionGlobal, regionNA, regionEU, regionLATAM, regionAPAC, regionMEA], "Select a region", null, "global")
+regionGlobal = SelectItem("global", "Global")
+regionNA = SelectItem("north-america", "North America")
+regionEU = SelectItem("europe", "Europe")
+regionLATAM = SelectItem("latin-america", "Latin America")
+regionAPAC = SelectItem("asia-pacific", "Asia Pacific")
+regionMEA = SelectItem("middle-east-africa", "Middle East & Africa")
+regionButtons = Buttons([applyRegionButton])
+applyRegionButton = Button("Apply region focus", null, "primary")
+featureFlags = Card([flagsHeader, flagsList], "card", "column", "s")
+flagsHeader = Heading("Feature flags", "h3")
+flagsList = ListBlock([flagOne, flagTwo, flagThree, flagFour, flagFive])
+flagOne = ListItem("Smart autoplay previews", "Enabled · 100% of eligible connected TV users")
+flagTwo = ListItem("Personalized hero artwork", "Enabled · 50% experiment cohort")
+flagThree = ListItem("Low-latency live playback", "Enabled · North America and Europe")
+flagFour = ListItem("Download quality selector", "Disabled · Awaiting mobile release approval")
+flagFive = ListItem("Kids profile voice search", "Enabled · 10% beta cohort")
+promotionForm = Form("home-promotion", promotionButtons, [promotionTitleField, promotionSlotField, promotionDatesField])
+promotionTitleField = FormControl("Title to promote", promotionTitleSelect)
+promotionTitleSelect = Select("promoted_title", [promoNorthstar, promoHarbor, promoSignal, promoWildCities], "Choose a title")
+promoNorthstar = SelectItem("northstar", "Northstar")
+promoHarbor = SelectItem("last-harbor", "The Last Harbor")
+promoSignal = SelectItem("signal-lost", "Signal Lost")
+promoWildCities = SelectItem("wild-cities", "Wild Cities")
+promotionSlotField = FormControl("Home screen placement", promotionSlotSelect)
+promotionSlotSelect = Select("promotion_slot", [slotHero, slotTrending, slotRecommended], "Choose placement")
+slotHero = SelectItem("hero", "Hero banner")
+slotTrending = SelectItem("trending", "Trending now rail")
+slotRecommended = SelectItem("recommended", "Recommended for you rail")
+promotionDatesField = FormControl("Promotion window", promotionDates)
+promotionDates = DatePicker("promotion_window", "range")
+promotionButtons = Buttons([schedulePromotionButton, previewPromotionButton])
+schedulePromotionButton = Button("Schedule home promotion", null, "primary")
+previewPromotionButton = Button("Preview placement", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-university__r1.txt b/benchmarks/openui-bench/raw/terra/openui__b5-university__r1.txt
new file mode 100644
index 000000000..ff49d448a
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-university__r1.txt
@@ -0,0 +1,79 @@
+root = Card([header, departmentFilter, overviewTitle, enrollmentTable, enrollmentTrend, applicationsTitle, applicationsChart, acceptanceTable, financeTitle, tuitionRevenue, scholarshipBudget, housingOccupancy, academicsTitle, courseCapacity, teachingLoad, riskAlert, comparisonTitle, semesterComparison, waitlistTitle, waitlistChart, engagementTitle, eventsList, alumniGiving, actionsTitle, approveCourse, messageStudents], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Academic, financial, and campus operations snapshot")
+departmentFilter = Form("department-focus", filterButtons, [departmentField])
+filterButtons = Buttons([applyFilter])
+applyFilter = Button("Apply department focus", null, "secondary")
+departmentField = FormControl("Department", departmentSelect, "Choose a department to focus the dashboard")
+departmentSelect = Select("department", [allDepartments, artsDepartment, businessDepartment, engineeringDepartment, sciencesDepartment], "All departments", null, "all")
+allDepartments = SelectItem("all", "All departments")
+artsDepartment = SelectItem("arts", "Arts & Humanities")
+businessDepartment = SelectItem("business", "Business")
+engineeringDepartment = SelectItem("engineering", "Engineering")
+sciencesDepartment = SelectItem("sciences", "Sciences")
+overviewTitle = Heading("Enrollment and admissions", "h2")
+enrollmentTable = Table([enrollmentMetric, enrollmentValue, enrollmentChange])
+enrollmentMetric = Col("Metric", ["Total enrollment", "Undergraduate", "Graduate"])
+enrollmentValue = Col("This semester", [18420, 14260, 4160], "number")
+enrollmentChange = Col("Year-over-year", ["+3.8%", "+2.9%", "+7.1%"])
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [16100, 16680, 17240, 17745, 18420])
+applicationsTitle = Heading("Applications by program", "h2")
+applicationsChart = HorizontalBarChart(["Business Administration", "Computer Science", "Nursing", "Psychology", "Mechanical Engineering"], [applicationsSeries], "grouped", "Applications", "Program")
+applicationsSeries = Series("Applications", [3280, 2940, 2210, 1985, 1760])
+acceptanceTable = Table([acceptanceMetric, acceptanceValue])
+acceptanceMetric = Col("Admissions metric", ["Applications received", "Offers made", "Acceptance rate"])
+acceptanceValue = Col("Current cycle", [14250, 7838, "55.0%"])
+financeTitle = Heading("Financial health", "h2")
+tuitionRevenue = Callout("success", "Tuition revenue this year", "$286.4M collected against a $301.0M annual target; collections are 4.6% ahead of last year.")
+scholarshipBudget = Progress(72, "Scholarship budget used: $18.0M of $25.0M")
+housingOccupancy = Progress(94, "Housing occupancy: 6,204 of 6,600 beds filled")
+academicsTitle = Heading("Academic operations", "h2")
+courseCapacity = Table([courseName, courseEnrollment, courseCapacity, courseFill])
+courseName = Col("Course offering", ["CS 101: Programming I", "BUS 210: Financial Accounting", "BIO 120: General Biology", "ENG 215: World Literature"])
+courseEnrollment = Col("Enrolled", [178, 112, 146, 73], "number")
+courseCapacity = Col("Capacity", [180, 120, 150, 90], "number")
+courseFill = Col("Filled", ["99%", "93%", "97%", "81%"])
+teachingLoad = Table([facultyName, facultyDepartment, facultyLoad, facultyTarget])
+facultyName = Col("Faculty member", ["Dr. Maya Chen", "Prof. Daniel Ortiz", "Dr. Priya Nair", "Prof. Samuel Reed"])
+facultyDepartment = Col("Department", ["Computer Science", "Business", "Biology", "English"])
+facultyLoad = Col("Teaching load", ["3 courses / 96 students", "4 courses / 128 students", "2 courses / 88 students", "3 courses / 74 students"])
+facultyTarget = Col("Load status", ["At target", "Above target", "At target", "Below target"])
+riskAlert = Alert("Students at academic risk", "214 students have a GPA below 2.0, repeated course failures, or attendance flags. 68 have not yet been assigned an intervention.", "warning")
+comparisonTitle = Heading("This semester vs. last semester", "h2")
+semesterComparison = Table([comparisonMetric, currentSemester, lastSemester, variance])
+comparisonMetric = Col("Metric", ["Enrollment", "Average course fill", "Withdrawal rate", "Tuition collected"])
+currentSemester = Col("This semester", [18420, "91%", "2.8%", "$286.4M"])
+lastSemester = Col("Last semester", [17745, "88%", "3.3%", "$273.8M"])
+variance = Col("Change", ["+3.8%", "+3 pts", "-0.5 pts", "+4.6%"])
+waitlistTitle = Heading("Waitlisted students by program", "h2")
+waitlistChart = BarChart(["Computer Science", "Nursing", "Business Administration", "Psychology", "Mechanical Engineering"], [waitlistSeries], "grouped", "Program", "Students")
+waitlistSeries = Series("Waitlisted students", [186, 142, 118, 74, 63])
+engagementTitle = Heading("Campus and alumni engagement", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour])
+eventOne = ListItem("Fall Convocation", "August 22 · Main Quad · Expected attendance: 3,500", null, "View details")
+eventTwo = ListItem("Career & Internship Fair", "August 26 · Student Union · 84 employers registered", null, "View details")
+eventThree = ListItem("Research Showcase", "August 28 · Innovation Hall · 46 faculty presentations", null, "View details")
+eventFour = ListItem("Welcome Week Student Activities", "August 30 · Campus-wide · 22 student organizations participating", null, "View details")
+alumniGiving = AreaChart(["2023", "2024", "2025", "2026"], [givingSeries], "natural", "Fiscal year", "Alumni giving (USD millions)")
+givingSeries = Series("Alumni giving", [18.6, 21.4, 24.1, 27.8])
+actionsTitle = Heading("Administrative actions", "h2")
+approveCourse = DialogBlock("Approve new course", "New course approval", "Review and approve a proposed course offering.", [courseProposal, courseApprovalButtons], "secondary")
+courseProposal = TextContent("Proposed course: DATA 325 — Applied Data Ethics\nDepartment: Computer Science\nCredits: 3\nInstructor: Dr. Maya Chen\nRequested enrollment cap: 40", "default")
+courseApprovalButtons = Buttons([approveButton, returnButton])
+approveButton = Button("Approve course", null, "primary")
+returnButton = Button("Return for revision", null, "tertiary")
+messageStudents = DialogBlock("Message a student group", "Send student group message", "Compose a message for a selected student audience.", [studentMessageForm], "secondary")
+studentMessageForm = Form("student-group-message", messageButtons, [recipientField, subjectField, messageField])
+messageButtons = Buttons([sendMessageButton, saveDraftButton])
+sendMessageButton = Button("Send message", null, "primary")
+saveDraftButton = Button("Save draft", null, "tertiary")
+recipientField = FormControl("Student group", recipientSelect)
+recipientSelect = Select("recipient_group", [riskStudentsGroup, waitlistedGroup, residentsGroup, graduatingGroup], "Select a group")
+riskStudentsGroup = SelectItem("academic-risk", "Students at academic risk")
+waitlistedGroup = SelectItem("waitlisted", "Waitlisted students")
+residentsGroup = SelectItem("housing-residents", "Campus housing residents")
+graduatingGroup = SelectItem("graduating", "Graduating students")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("subject", "Important university update")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message", "Write your message to the selected student group.", 5)
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-university__r2.txt b/benchmarks/openui-bench/raw/terra/openui__b5-university__r2.txt
new file mode 100644
index 000000000..cfa96f2af
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-university__r2.txt
@@ -0,0 +1,53 @@
+root = Card([header, departmentField, semesterComparison, enrollmentTable, enrollmentTrend, applicationsChart, acceptanceRate, tuitionRevenue, courseFillTable, facultyLoadTable, riskAlert, scholarshipProgress, housingProgress, eventsList, alumniGiving, waitlistChart, actions], "clear", "column", "l")
+header = CardHeader("University Administration Overview", "Current academic year performance, capacity, and student success")
+departmentField = Form("department-focus", departmentButtons, [departmentControl])
+departmentButtons = Buttons([applyDepartmentButton])
+departmentControl = FormControl("Focus department", departmentSelect, "Filter the overview to one academic department")
+departmentSelect = Select("department", [allDepartments, businessDepartment, engineeringDepartment, artsDepartment, scienceDepartment], "All departments", null, "all")
+allDepartments = SelectItem("all", "All departments")
+businessDepartment = SelectItem("business", "Business")
+engineeringDepartment = SelectItem("engineering", "Engineering")
+artsDepartment = SelectItem("arts", "Arts & Humanities")
+scienceDepartment = SelectItem("science", "Science")
+applyDepartmentButton = Button("Apply department focus", null, "primary")
+semesterComparison = Table([comparisonMetric, lastSemester, currentSemester, semesterChange])
+comparisonMetric = Col("Metric", ["Enrollment", "Applications", "Acceptance rate", "Tuition revenue"])
+lastSemester = Col("Last semester", ["18,940", "12,480", "61.2%", "$84.6M"])
+currentSemester = Col("This semester", ["19,380", "13,210", "59.8%", "$88.1M"])
+semesterChange = Col("Change", ["+2.3%", "+5.8%", "-1.4 pts", "+4.1%"])
+enrollmentTable = Table([enrollmentMetric, enrollmentValue])
+enrollmentMetric = Col("Enrollment metric", ["Total enrollment", "Undergraduate", "Graduate", "International students"])
+enrollmentValue = Col("This year", ["19,380", "15,220", "4,160", "2,940"])
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [17620, 18140, 18590, 18940, 19380])
+applicationsChart = HorizontalBarChart(["Business Administration", "Computer Science", "Nursing", "Psychology", "Mechanical Engineering"], [applicationSeries], "grouped", "Applications", "Program")
+applicationSeries = Series("Applications", [2840, 2630, 2180, 1960, 1740])
+acceptanceRate = Progress(59.8, "Acceptance rate")
+tuitionRevenue = Table([revenueMetric, revenueValue])
+revenueMetric = Col("Revenue metric", ["Tuition revenue this year", "Collected to date", "Outstanding balance"])
+revenueValue = Col("Value", ["$88.1M", "$81.7M", "$6.4M"])
+courseFillTable = Table([courseOffering, enrolledSeats, capacitySeats, fillRate])
+courseOffering = Col("Course offering", ["CS 101: Intro to Computing", "BUS 220: Financial Accounting", "BIO 105: General Biology", "ENG 210: Academic Writing", "NUR 301: Clinical Practice"])
+enrolledSeats = Col("Enrolled", [184, 92, 146, 71, 58], "number")
+capacitySeats = Col("Capacity", [190, 100, 150, 80, 60], "number")
+fillRate = Col("Full", ["97%", "92%", "97%", "89%", "97%"])
+facultyLoadTable = Table([facultyName, facultyDepartment, assignedCredits, studentCount])
+facultyName = Col("Faculty member", ["Dr. Maya Chen", "Prof. Daniel Ruiz", "Dr. Amina Patel", "Prof. Sarah Williams", "Dr. James Okafor"])
+facultyDepartment = Col("Department", ["Computer Science", "Business", "Biology", "English", "Nursing"])
+assignedCredits = Col("Teaching load", ["12 credits", "9 credits", "12 credits", "9 credits", "15 credits"])
+studentCount = Col("Students taught", [184, 146, 132, 119, 158], "number")
+riskAlert = Alert("Students at academic risk", "126 students are flagged for intervention: 42 high risk and 84 moderate risk. Advising outreach is recommended this week.", "warning")
+scholarshipProgress = Progress(78, "Scholarship budget used: $11.7M of $15.0M")
+housingProgress = Progress(94, "Housing occupancy: 4,982 of 5,300 beds")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("Fall Career & Internship Fair", "September 6 · Student Union · Expected attendance: 1,200")
+eventTwo = ListItem("Faculty Senate Meeting", "September 12 · Administration Hall · 3:00 PM")
+eventThree = ListItem("Family Weekend", "September 20–22 · Campus-wide · Registration open")
+eventFour = ListItem("Research Showcase", "September 27 · Innovation Center · 5:30 PM")
+alumniGiving = BarChart(["2023", "2024", "2025", "2026"], [givingSeries], "grouped", "Year", "Millions USD")
+givingSeries = Series("Alumni giving", [18.4, 21.7, 24.1, 26.8])
+waitlistChart = HorizontalBarChart(["Computer Science", "Nursing", "Business Administration", "Psychology", "Mechanical Engineering"], [waitlistSeries], "grouped", "Waitlisted students", "Program")
+waitlistSeries = Series("Waitlisted", [186, 142, 98, 76, 64])
+actions = Buttons([approveCourseButton, messageStudentsButton], "row")
+approveCourseButton = Button("Approve new course", null, "primary")
+messageStudentsButton = Button("Message student group", null, "secondary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-university__r3.txt b/benchmarks/openui-bench/raw/terra/openui__b5-university__r3.txt
new file mode 100644
index 000000000..872fccfab
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-university__r3.txt
@@ -0,0 +1,93 @@
+root = Card([header, departmentFocus, overview, enrollmentTrend, applications, courseFill, teachingLoad, riskAlert, scholarship, housing, events, alumniGiving, semesterComparison, waitlist, courseApproval, studentMessage], "clear", "column", "l")
+header = CardHeader("University Administration Overview", "Fall 2026 operational snapshot")
+departmentFocus = Form("department-focus", departmentButtons, [departmentField])
+departmentField = FormControl("Focus on department", departmentSelect, "Filters administrative review to a selected academic unit")
+departmentSelect = Select("department", [allDepartments, businessDepartment, engineeringDepartment, artsDepartment, scienceDepartment, healthDepartment], "All departments", null, "all")
+allDepartments = SelectItem("all", "All departments")
+businessDepartment = SelectItem("business", "Business")
+engineeringDepartment = SelectItem("engineering", "Engineering")
+artsDepartment = SelectItem("arts", "Arts & Humanities")
+scienceDepartment = SelectItem("science", "Science")
+healthDepartment = SelectItem("health", "Health Sciences")
+departmentButtons = Buttons([applyDepartment])
+applyDepartment = Button("Apply focus", null, "secondary")
+overview = Card([enrollmentKpi, acceptanceKpi, revenueKpi], "card", "row", "m", "stretch", "between", true)
+enrollmentKpi = Card([enrollmentBadge, enrollmentText], "sunk", "column", "s")
+enrollmentBadge = Badge("18,640 students", "secondary")
+enrollmentText = TextContent("Total enrollment is up 4.2% from last year.", "default")
+acceptanceKpi = Card([acceptanceBadge, acceptanceText], "sunk", "column", "s")
+acceptanceBadge = Badge("61.8% acceptance rate", "secondary")
+acceptanceText = TextContent("6,112 offers from 9,890 completed applications.", "default")
+revenueKpi = Card([revenueBadge, revenueText], "sunk", "column", "s")
+revenueBadge = Badge("$214.6M tuition revenue", "secondary")
+revenueText = TextContent("This academic year, 3.8% ahead of plan.", "default")
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [16240, 16810, 17420, 17890, 18640])
+applications = BarChart(["Business", "Engineering", "Health Sciences", "Science", "Arts & Humanities"], [applicationSeries], "grouped", "Program", "Applications")
+applicationSeries = Series("Applications", [2480, 2210, 1960, 1740, 1500])
+courseFill = Table([courseColumn, capacityColumn, enrolledColumn, fillColumn])
+courseColumn = Col("Course offering", ["CS 101 · Intro to Computing", "BIO 220 · Genetics", "BUS 310 · Finance", "ENG 215 · World Literature", "NUR 301 · Clinical Practice"])
+capacityColumn = Col("Capacity", [180, 96, 72, 48, 60], "number")
+enrolledColumn = Col("Enrolled", [176, 91, 70, 39, 60], "number")
+fillColumn = Col("Fill rate", ["98%", "95%", "97%", "81%", "100%"])
+teachingLoad = Table([facultyColumn, departmentColumn, creditsColumn, studentsColumn])
+facultyColumn = Col("Faculty member", ["Dr. Maya Chen", "Prof. Daniel Ortiz", "Dr. Priya Nair", "Prof. James Walker", "Dr. Elena Rossi"])
+departmentColumn = Col("Department", ["Engineering", "Business", "Biology", "Arts & Humanities", "Health Sciences"])
+creditsColumn = Col("Teaching credits", [12, 9, 12, 6, 15], "number")
+studentsColumn = Col("Students taught", [176, 142, 121, 88, 96], "number")
+riskAlert = Alert("Students at academic risk", "184 students are flagged for intervention: 57 high risk, 127 moderate risk. Advisors should review outreach queues this week.", "warning")
+scholarship = Card([scholarshipHeader, scholarshipProgress], "card", "column", "s")
+scholarshipHeader = Heading("Scholarship budget", "h3")
+scholarshipProgress = Progress(72, "$10.8M of $15.0M allocated")
+housing = Card([housingHeader, housingProgress, housingText], "card", "column", "s")
+housingHeader = Heading("Housing occupancy", "h3")
+housingProgress = Progress(94, "4,136 of 4,400 beds occupied")
+housingText = TextContent("264 beds remain available; Cedar Hall has the highest availability.", "small")
+events = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("New Student Convocation", "September 3 · 10:00 AM · University Quad")
+eventTwo = ListItem("Faculty Research Showcase", "September 10 · 4:00 PM · Innovation Center")
+eventThree = ListItem("Career & Internship Fair", "September 17 · 11:00 AM · Fieldhouse")
+eventFour = ListItem("Alumni Homecoming Weekend", "September 25–27 · Campus-wide")
+alumniGiving = AreaChart(["2023", "2024", "2025", "2026"], [givingSeries], "natural", "Fiscal year", "Millions USD")
+givingSeries = Series("Alumni giving", [18.4, 20.1, 22.7, 25.3])
+semesterComparison = Table([metricColumn, currentColumn, priorColumn, changeColumn])
+metricColumn = Col("Metric", ["Enrollment", "Credit hours", "Course fill rate", "Tuition revenue", "Students at risk"])
+currentColumn = Col("This semester", ["18,640", "221,480", "92.6%", "$108.2M", "184"])
+priorColumn = Col("Last semester", ["17,890", "214,320", "90.8%", "$103.7M", "201"])
+changeColumn = Col("Change", ["+4.2%", "+3.3%", "+1.8 pts", "+4.3%", "−8.5%"])
+waitlist = HorizontalBarChart(["Engineering", "Health Sciences", "Business", "Science", "Arts & Humanities"], [waitlistSeries], "grouped", "Students", "Program")
+waitlistSeries = Series("Waitlisted students", [184, 136, 91, 74, 42])
+courseApproval = DialogBlock("Approve a new course", "New course approval", "Review and submit a proposed course for curriculum approval.", [courseApprovalForm], "default")
+courseApprovalForm = Form("new-course-approval", courseApprovalButtons, [courseTitleField, courseDepartmentField, courseCreditsField, courseDescriptionField])
+courseTitleField = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("course_title", "e.g., Applied Data Ethics")
+courseDepartmentField = FormControl("Department", courseDepartmentSelect)
+courseDepartmentSelect = Select("course_department", [approvalEngineering, approvalBusiness, approvalArts, approvalScience, approvalHealth], "Select department")
+approvalEngineering = SelectItem("engineering", "Engineering")
+approvalBusiness = SelectItem("business", "Business")
+approvalArts = SelectItem("arts", "Arts & Humanities")
+approvalScience = SelectItem("science", "Science")
+approvalHealth = SelectItem("health", "Health Sciences")
+courseCreditsField = FormControl("Credit hours", courseCreditsInput)
+courseCreditsInput = Input("credit_hours", "3", "number")
+courseDescriptionField = FormControl("Catalog description", courseDescriptionInput)
+courseDescriptionInput = TextArea("course_description", "Brief description, learning outcomes, and prerequisites", 4)
+courseApprovalButtons = Buttons([submitCourseApproval, saveCourseDraft])
+submitCourseApproval = Button("Submit for approval", null, "primary")
+saveCourseDraft = Button("Save draft", null, "tertiary")
+studentMessage = DialogBlock("Message a student group", "Send student communication", "Compose a targeted message for an enrolled student group.", [studentMessageForm], "default")
+studentMessageForm = Form("student-group-message", studentMessageButtons, [recipientField, subjectField, messageField])
+recipientField = FormControl("Student group", recipientSelect)
+recipientSelect = Select("recipient_group", [allStudents, firstYearStudents, atRiskStudents, residentStudents, graduatingStudents], "Choose a group")
+allStudents = SelectItem("all_students", "All enrolled students")
+firstYearStudents = SelectItem("first_year", "First-year students")
+atRiskStudents = SelectItem("academic_risk", "Students at academic risk")
+residentStudents = SelectItem("residents", "On-campus residents")
+graduatingStudents = SelectItem("graduating", "Graduating students")
+subjectField = FormControl("Subject", subjectInput)
+subjectInput = Input("message_subject", "Important campus update")
+messageField = FormControl("Message", messageInput)
+messageInput = TextArea("message_body", "Write your message to the selected student group", 5)
+studentMessageButtons = Buttons([sendMessage, saveMessageDraft])
+sendMessage = Button("Send message", null, "primary")
+saveMessageDraft = Button("Save draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/raw/terra/openui__b5-university__r4.txt b/benchmarks/openui-bench/raw/terra/openui__b5-university__r4.txt
new file mode 100644
index 000000000..37b945ef5
--- /dev/null
+++ b/benchmarks/openui-bench/raw/terra/openui__b5-university__r4.txt
@@ -0,0 +1,100 @@
+root = Card([header, departmentField, overviewCallout, enrollmentHeading, enrollmentTrend, applicationsHeading, applicationsChart, kpiTable, comparisonHeading, comparisonTable, courseHeading, courseTable, facultyHeading, facultyTable, riskHeading, riskTable, scholarshipHeading, scholarshipProgress, housingHeading, housingChart, eventsHeading, eventsList, alumniHeading, alumniTrend, waitlistHeading, waitlistChart, actionsHeading, actionButtons, courseApproval, messageDialog], "clear", "column", "l")
+header = CardHeader("University Administrator Overview", "Current academic year performance, operations, and student success")
+departmentField = Form("department-focus", departmentButtons, [departmentControl])
+departmentButtons = Buttons([applyDepartment])
+departmentControl = FormControl("Focus department", departmentSelect, "Filter dashboard metrics and operational details")
+departmentSelect = Select("department", [allDepartments, businessDepartment, engineeringDepartment, artsDepartment, scienceDepartment], "All departments", null, "all", "medium")
+allDepartments = SelectItem("all", "All departments")
+businessDepartment = SelectItem("business", "Business")
+engineeringDepartment = SelectItem("engineering", "Engineering")
+artsDepartment = SelectItem("arts", "Arts & Humanities")
+scienceDepartment = SelectItem("science", "Science")
+applyDepartment = Button("Apply department focus", null, "primary")
+overviewCallout = Callout("info", "August snapshot", "Enrollment is ahead of plan, while early outreach is recommended for 86 students flagged at academic risk.")
+enrollmentHeading = Heading("Enrollment trend", "h2")
+enrollmentTrend = LineChart(["2022", "2023", "2024", "2025", "2026"], [enrollmentSeries], "natural", "Academic year", "Students")
+enrollmentSeries = Series("Total enrollment", [18420, 18960, 19340, 19880, 20450])
+applicationsHeading = Heading("Applications by program", "h2")
+applicationsChart = HorizontalBarChart(["Business Administration", "Computer Science", "Nursing", "Psychology", "Mechanical Engineering"], [applicationSeries], "grouped", "Program", "Applications")
+applicationSeries = Series("Applications", [3240, 2985, 2410, 2160, 1875])
+kpiTable = Table([kpiMetric, kpiValue, kpiStatus])
+kpiMetric = Col("Key metric", ["Acceptance rate", "Tuition revenue this year", "Scholarship budget used", "Housing occupancy"])
+kpiValue = Col("Current value", ["62.4%", "$186.7M", "$12.4M of $15.0M", "94.1%"])
+kpiStatus = Col("Status", ["Up 1.8 pts", "96% of annual target", "82.7% used", "On target"])
+comparisonHeading = Heading("This semester compared with last", "h2")
+comparisonTable = Table([comparisonMetric, lastSemester, currentSemester, changeColumn])
+comparisonMetric = Col("Metric", ["Enrollment", "Credit hours attempted", "Average course fill", "Retention indicator"])
+lastSemester = Col("Last semester", ["20,080", "286,400", "84.6%", "91.2%"])
+currentSemester = Col("This semester", ["20,450", "294,180", "87.9%", "92.0%"])
+changeColumn = Col("Change", ["+1.8%", "+2.7%", "+3.3 pts", "+0.8 pts"])
+courseHeading = Heading("Course offering capacity", "h2")
+courseTable = Table([courseName, courseEnrolled, courseCapacity, courseFill])
+courseName = Col("Course offering", ["CS 101: Intro to Programming", "BUS 210: Financial Accounting", "BIO 220: Human Anatomy", "PSY 101: General Psychology", "ENG 105: Academic Writing"])
+courseEnrolled = Col("Enrolled", [178, 116, 92, 204, 71], "number")
+courseCapacity = Col("Capacity", [180, 120, 96, 210, 90], "number")
+courseFill = Col("Fill rate", ["98.9%", "96.7%", "95.8%", "97.1%", "78.9%"])
+facultyHeading = Heading("Teaching load by faculty member", "h2")
+facultyTable = Table([facultyName, facultyDepartment, facultyCourses, facultyCredits, facultyLoad])
+facultyName = Col("Faculty member", ["Dr. Maya Chen", "Prof. Daniel Ruiz", "Dr. Aisha Patel", "Prof. Marcus Lee", "Dr. Elena Novak"])
+facultyDepartment = Col("Department", ["Computer Science", "Business", "Biology", "Psychology", "English"])
+facultyCourses = Col("Course sections", [3, 4, 3, 4, 3], "number")
+facultyCredits = Col("Credit hours", [9, 12, 10, 12, 9], "number")
+facultyLoad = Col("Load status", ["100%", "111%", "100%", "109%", "90%"])
+riskHeading = Heading("Students at academic risk", "h2")
+riskTable = Table([riskCategory, riskStudents, riskAction])
+riskCategory = Col("Risk category", ["Low attendance", "GPA below 2.0", "Missing assignments", "Financial hold"])
+riskStudents = Col("Students", [31, 24, 19, 12], "number")
+riskAction = Col("Recommended action", ["Advisor outreach", "Academic success plan", "Faculty intervention", "Financial aid review"])
+scholarshipHeading = Heading("Scholarship budget", "h2")
+scholarshipProgress = Progress(82.7, "$12.4M used of $15.0M annual scholarship budget")
+housingHeading = Heading("Housing occupancy", "h2")
+housingChart = PieChart(["Occupied beds", "Available beds"], [6115, 385], "donut", "circular")
+eventsHeading = Heading("Campus events this month", "h2")
+eventsList = ListBlock([eventOne, eventTwo, eventThree, eventFour], "number")
+eventOne = ListItem("New Student Convocation", "August 22 · University Auditorium · Expected attendance: 2,400")
+eventTwo = ListItem("Fall Career and Internship Fair", "August 25 · Student Union Ballroom · 86 employers registered")
+eventThree = ListItem("Research Showcase", "August 28 · Innovation Hall · Faculty and graduate student presentations")
+eventFour = ListItem("Community Service Day", "August 30 · Campus-wide · 1,100 student volunteers expected")
+alumniHeading = Heading("Alumni giving", "h2")
+alumniTrend = BarChart(["2023", "2024", "2025", "2026"], [givingSeries], "grouped", "Fiscal year", "Millions USD")
+givingSeries = Series("Alumni giving", [18.6, 21.3, 24.1, 26.8])
+waitlistHeading = Heading("Waitlisted students by program", "h2")
+waitlistChart = HorizontalBarChart(["Computer Science", "Nursing", "Business Administration", "Psychology", "Data Science"], [waitlistSeries], "grouped", "Program", "Students")
+waitlistSeries = Series("Waitlisted students", [184, 126, 98, 74, 63])
+actionsHeading = Heading("Administrative actions", "h2")
+actionButtons = Buttons([approveCourseButton, messageStudentsButton], "row")
+approveCourseButton = Button("Approve new course", null, "primary")
+messageStudentsButton = Button("Message student group", null, "secondary")
+courseApproval = DialogBlock("Open course approval form", "Approve a new course", "Review and submit a proposed course for curriculum approval.", [courseApprovalForm], "outline")
+courseApprovalForm = Form("new-course-approval", courseApprovalButtons, [courseCodeControl, courseTitleControl, courseDepartmentControl, courseCreditsControl])
+courseApprovalButtons = Buttons([submitCourseApproval, cancelCourseApproval])
+courseCodeControl = FormControl("Course code", courseCodeInput)
+courseCodeInput = Input("course_code", "e.g., DS 315")
+courseTitleControl = FormControl("Course title", courseTitleInput)
+courseTitleInput = Input("course_title", "e.g., Applied Data Visualization")
+courseDepartmentControl = FormControl("Department", courseDepartmentSelect)
+courseDepartmentSelect = Select("course_department", [courseBusiness, courseEngineering, courseScience, courseArts], "Select department")
+courseBusiness = SelectItem("business", "Business")
+courseEngineering = SelectItem("engineering", "Engineering")
+courseScience = SelectItem("science", "Science")
+courseArts = SelectItem("arts", "Arts & Humanities")
+courseCreditsControl = FormControl("Credit hours", courseCreditsInput)
+courseCreditsInput = Input("credit_hours", "3", "number")
+submitCourseApproval = Button("Submit for approval", null, "primary")
+cancelCourseApproval = Button("Cancel", null, "tertiary")
+messageDialog = DialogBlock("Compose student group message", "Message a student group", "Send a targeted announcement to enrolled students.", [messageForm], "secondary")
+messageForm = Form("student-group-message", messageButtons, [recipientControl, subjectControl, messageControl])
+messageButtons = Buttons([sendMessage, saveDraft])
+recipientControl = FormControl("Recipient group", recipientSelect)
+recipientSelect = Select("recipient_group", [allStudentsGroup, firstYearGroup, atRiskGroup, residentsGroup, graduatingGroup], "Select a group")
+allStudentsGroup = SelectItem("all_students", "All students")
+firstYearGroup = SelectItem("first_year", "First-year students")
+atRiskGroup = SelectItem("academic_risk", "Students at academic risk")
+residentsGroup = SelectItem("housing_residents", "Campus housing residents")
+graduatingGroup = SelectItem("graduating", "Graduating students")
+subjectControl = FormControl("Subject", subjectInput)
+subjectInput = Input("message_subject", "Important campus update")
+messageControl = FormControl("Message", messageTextArea)
+messageTextArea = TextArea("message_body", "Write your message to the selected student group", 5)
+sendMessage = Button("Send message", null, "primary")
+saveDraft = Button("Save draft", null, "tertiary")
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-gemini.json b/benchmarks/openui-bench/results/results-gemini.json
new file mode 100644
index 000000000..98d067a31
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-gemini.json
@@ -0,0 +1,10258 @@
+[
+ {
+  "fmt": "openui",
+  "scenario": "b1-invoice",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": 473,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 20
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-invoice",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": 656,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 27
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-invoice",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": 581,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 27
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-invoice",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": 740,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 33
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-meeting",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": 265,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 11
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-meeting",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": 353,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 18
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-meeting",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": 444,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 21
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-meeting",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": 310,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 19
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": 227,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 12
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": 219,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 12
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": 266,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 15
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": 309,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 14
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-order",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": 498,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 24
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-order",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": 534,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 27
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-order",
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+  "repeat": 3,
+  "tokens": 495,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 25
+ },
+ {
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+  "scenario": "b1-order",
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+  "repeat": 4,
+  "tokens": 535,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 23
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-poll",
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+  "repeat": 1,
+  "tokens": 206,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+ },
+ {
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+  "tokens": 442,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-poll",
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+  "tokens": 440,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 21
+ },
+ {
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+  "scenario": "b1-poll",
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+  "tokens": 257,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 13
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-profile",
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+  "repeat": 1,
+  "tokens": 234,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 13
+ },
+ {
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+  "scenario": "b1-profile",
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+  "repeat": 2,
+  "tokens": 328,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 18
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-profile",
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+  "repeat": 3,
+  "tokens": 345,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 19
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-profile",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": 373,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 20
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-revenue",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": 696,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 28
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-revenue",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": 591,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 25
+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-revenue",
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+    "cls": "reference-graph",
+    "detail": "orphan:col-ep-rank"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:endpoints-card"
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+    "cls": "reference-graph",
+    "detail": "orphan:endpoints-header"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:endpoints-table"
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+    "cls": "reference-graph",
+    "detail": "orphan:opt-all"
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+    "cls": "reference-graph",
+    "detail": "orphan:opt-ap-southeast"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-eu-west"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-m-cpu"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-m-error"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-m-latency"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-us-east"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:opt-us-west"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:region-select"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:resource-card"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:resource-header"
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+    "cls": "reference-graph",
+    "detail": "orphan:series-cpu-avg"
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+   {
+    "cls": "reference-graph",
+    "detail": "orphan:series-cpu-peak"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:series-mem-used"
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+   {
+    "cls": "renderer-rejected",
+    "detail": "A2uiValidationError: Validation failed for component 'FormControl' (region-control): input: Required"
+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
+   }
+  ],
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+   "renderer-rejected",
+   "root-missing"
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+  "fmt": "a2ui",
+  "scenario": "b3-server",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "classes": [],
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+  "fmt": "a2ui",
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+  "tokens": null,
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+  "tokens": null,
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+  "fmt": "a2ui",
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+  "fmt": "a2ui",
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+  "fmt": "a2ui",
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+  "complete": true,
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+  "fmt": "a2ui",
+  "scenario": "b4-creator",
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+    "cls": "malformed-syntax",
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+   {
+    "cls": "root-missing",
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+  "fmt": "a2ui",
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+   {
+    "cls": "malformed-syntax",
+    "detail": "parse: Failed to parse JSON: Expecting ',' delimiter: line 629 column 19 (char 14889)"
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+   {
+    "cls": "root-missing",
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+  "fmt": "a2ui",
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+  "tokens": null,
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+  "complete": true,
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+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-hospital",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 130
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+ {
+  "fmt": "a2ui",
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+  "complete": true,
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+  "classes": [],
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+  "fmt": "a2ui",
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+  "classes": [],
+  "n": 109
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+ {
+  "fmt": "a2ui",
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+  "renderable": true,
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+  "n": 93
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-portfolio",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 94
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-portfolio",
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+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 135
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-power",
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+  "complete": true,
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+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "renderable": true,
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+  "errs": [],
+  "classes": [],
+  "n": 86
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+  "fmt": "a2ui",
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+  "fmt": "a2ui",
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+  "renderable": false,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "parse: Failed to parse JSON: Expecting ',' delimiter: line 1 column 2645 (char 2644)"
+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
+   }
+  ],
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+  "fmt": "a2ui",
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+  "classes": [],
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+  "fmt": "a2ui",
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+  "complete": true,
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+  "classes": [],
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+ {
+  "fmt": "a2ui",
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+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "complete": true,
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+  "classes": [],
+  "n": 81
+ },
+ {
+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "tokens": null,
+  "renderable": false,
+  "complete": false,
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+    "detail": "validate: [size] 'default-heavy' is not one of ['small', 'default', 'large', 'small-heavy', 'large-h"
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+   {
+    "cls": "malformed-syntax",
+    "detail": "invite-admin-dialog: missing or non-string 'component' field"
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+   {
+    "cls": "enum-mismatch",
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+   {
+    "cls": "enum-mismatch",
+    "detail": "f2-text: [size] 'default-heavy' is not one of ['small', 'default', 'large', 'small-heavy', 'large-h"
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+   {
+    "cls": "enum-mismatch",
+    "detail": "f3-text: [size] 'default-heavy' is not one of ['small', 'default', 'large', 'small-heavy', 'large-h"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-buttons"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-email-field"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-email-input"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-role-field"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-role-select"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:invite-submit-btn"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:role-opt-1"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:role-opt-2"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:role-opt-3"
+   },
+   {
+    "cls": "renderer-rejected",
+    "detail": "A2uiValidationError: Validation failed for component 'TextContent' (f1-text): size: Invalid enum value. Expected 'small'"
+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
+   }
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+  "classes": [
+   "enum-mismatch",
+   "malformed-syntax",
+   "reference-graph",
+   "renderer-rejected",
+   "root-missing"
+  ],
+  "n": 93
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-saas",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 93
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-saas",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": false,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "parse: Failed to parse JSON: Expecting ':' delimiter: line 1 column 8632 (char 8631)"
+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
+   }
+  ],
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+   "malformed-syntax",
+   "root-missing"
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+  "n": 0
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b5-city",
+  "axis": "reqs",
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+  "tokens": null,
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+  "complete": true,
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+  "classes": [],
+  "n": 120
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: [root] Unevaluated properties are not allowed ('inf-col-asset' was unexpected)\n[root] Unev"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "inf-col-asset: [root] Unevaluated properties are not allowed ('inf-col-asset' was unexpected)"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "events-actions-container: [root] Unevaluated properties are not allowed ('events-actions-container' was unexpected)"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 136
+ },
+ {
+  "fmt": "a2ui",
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+  "renderable": true,
+  "complete": true,
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+  "n": 149
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+ {
+  "fmt": "a2ui",
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 170
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+ {
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+  "scenario": "b5-disaster",
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+  "complete": true,
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+   {
+    "cls": "malformed-syntax",
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+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
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+  "fmt": "a2ui",
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+  "renderable": true,
+  "complete": true,
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 113
+ },
+ {
+  "fmt": "a2ui",
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+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: [root] Unevaluated properties are not allowed ('select-patch-type' was unexpected)"
+   },
+   {
+    "cls": "signature-mismatch",
+    "detail": "select-patch-type: [root] Unevaluated properties are not allowed ('select-patch-type' was unexpected)"
+   }
+  ],
+  "classes": [
+   "malformed-syntax",
+   "signature-mismatch"
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+ {
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+    "detail": "orphan:col-risk-id"
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+    "detail": "orphan:col-risk-desc"
+   },
+   {
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+    "detail": "orphan:col-risk-proj"
+   },
+   {
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+    "detail": "orphan:col-risk-sev"
+   },
+   {
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+    "detail": "orphan:col-risk-mitigation"
+   },
+   {
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+    "detail": "orphan:analytics-grid"
+   },
+   {
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+    "detail": "orphan:pace-chart-card"
+   },
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+    "detail": "orphan:pace-heading"
+   },
+   {
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+    "detail": "orphan:pace-chart"
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+   {
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+    "detail": "orphan:series-planned"
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+   {
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+    "detail": "orphan:series-actual"
+   },
+   {
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+    "detail": "orphan:utilization-card"
+   },
+   {
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+    "detail": "orphan:util-heading"
+   },
+   {
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+    "detail": "orphan:util-chart"
+   },
+   {
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+    "detail": "orphan:series-target-util"
+   },
+   {
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+    "detail": "orphan:series-actual-util"
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
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+    "detail": "dangling:risk-item-2.content>r2-desc"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:risk-item-2-desc"
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+  ],
+  "classes": [
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+ },
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+  "renderable": true,
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+ },
+ {
+  "fmt": "jsonrender",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
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+    "detail": "dangling:forecast-card>forecast-chart"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:forecast-series-demand"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:forecast-series-cap"
+   }
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+  "classes": [
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+ },
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+  "renderable": true,
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+  "classes": [],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-power",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
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+    "detail": "dangling:curtailment-buttons.buttons>curtail-submit"
+   }
+  ],
+  "classes": [
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+ },
+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+  "scenario": "b4-retail",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
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+    "detail": "dangling:log-item-row>log-status-tag"
+   },
+   {
+    "cls": "reference-graph",
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+   },
+   {
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+    "detail": "orphan:log-item-status-tag"
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+ {
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+  "renderable": true,
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+ },
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+    "detail": "dangling:dashboard>inventory-reorder-section"
+   },
+   {
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+    "detail": "orphan:bestsellers-header"
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+   {
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+    "detail": "orphan:col-units"
+   },
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+    "detail": "orphan:stockout-header"
+   },
+   {
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+   },
+   {
+    "cls": "reference-graph",
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+    "detail": "orphan:stockout-item"
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+    "detail": "orphan:stockout-sku"
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+    "detail": "dangling:fin-chart.series>series-profit"
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+  "renderable": true,
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+  "errs": [
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+    "detail": "orphan:export-alert"
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+    "cls": "required-field",
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+    "detail": "undefined-element:due-col-pm"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec threw: Cannot read properties of undefined (reading 'children')"
+   },
+   {
+    "cls": "signature-mismatch",
+    "detail": "elements/due-col-pm: Invalid input: expected object, received undefined"
+   }
+  ],
+  "classes": [
+   "reference-graph",
+   "required-field",
+   "malformed-syntax",
+   "signature-mismatch"
+  ],
+  "n": 147
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 116
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 125
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 97
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 99
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 122
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 127
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:action-row>course-approval-drawer"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:approve-course-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:inp-course-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-dept"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:inp-course-dept"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:item-dept-cs"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:item-dept-eng"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:item-dept-bus"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-code"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:inp-course-code"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-credits"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:inp-course-credits"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-desc"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:inp-course-desc"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:approve-form-buttons"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:btn-submit-approve"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 132
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 113
+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-kimi.json b/benchmarks/openui-bench/results/results-kimi.json
new file mode 100644
index 000000000..cf94c084b
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-kimi.json
@@ -0,0 +1,7424 @@
+[
+ {
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+  "scenario": "b1-invoice",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 21
+ },
+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+ },
+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+ },
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+ },
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+  "errs": [],
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+ },
+ {
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "classes": [],
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+ },
+ {
+  "fmt": "openui",
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+  "renderable": true,
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+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
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+  "renderable": true,
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+  "errs": [],
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+ },
+ {
+  "fmt": "openui",
+  "scenario": "b1-newsletter",
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+ },
+ {
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+ },
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+ },
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+ },
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+ },
+ {
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
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+ },
+ {
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+  "renderable": true,
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+ },
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+ },
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+  "renderable": true,
+  "complete": true,
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+ },
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+ },
+ {
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+  "renderable": true,
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+ },
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+ },
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+  "renderable": true,
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+ },
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+ },
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+ },
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+  "renderable": true,
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+ },
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
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+  "tokens": null,
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+  "n": 52
+ },
+ {
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+ {
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+  "renderable": true,
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+  "axis": "reqs",
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+  "renderable": true,
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+  "axis": "reqs",
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+ {
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+  "renderable": true,
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+  "n": 25
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+ {
+  "fmt": "a2ui",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 32
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+ {
+  "fmt": "a2ui",
+  "scenario": "b3-freight",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 65
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+ {
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
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+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Component 'stat2c' is not reachable from 'root'"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:stat2c"
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+  "classes": [
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+ {
+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 58
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+ {
+  "fmt": "a2ui",
+  "scenario": "b3-hr",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 69
+ },
+ {
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+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+  "n": 72
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
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+  "errs": [],
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+  "n": 61
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+ {
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+  "n": 62
+ },
+ {
+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
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+ {
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+  "n": 61
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 57
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+ {
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "classes": [],
+  "n": 38
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 38
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 40
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
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+  "renderable": true,
+  "complete": true,
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+  "n": 35
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+ {
+  "fmt": "a2ui",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Invalid function call 'markFulfilled': Unknown function: markFulfilled"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "fulfillBtn: Invalid function call 'markFulfilled': Unknown function: markFulfilled"
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+  "classes": [
+   "malformed-syntax"
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+  "n": 41
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 43
+ },
+ {
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+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
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+  "errs": [],
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+  "n": 42
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 37
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+ {
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 51
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Component 'root' references non-existent component 'errorRateCard' in field 'children'"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:errorRateCard"
+   }
+  ],
+  "classes": [
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+  "n": 49
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 46
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "classes": [],
+  "n": 69
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 84
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 56
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+ {
+  "fmt": "a2ui",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Component 'root' references non-existent component 'mainRow2' in field 'children'"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:mainRow2"
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+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
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+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: [root] Unevaluated properties are not allowed ('defaultChecked' was unexpected)"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "r1: [root] Unevaluated properties are not allowed ('defaultChecked' was unexpected)"
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+  "classes": [
+   "malformed-syntax"
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+  "n": 99
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 98
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+ {
+  "fmt": "a2ui",
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+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 69
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 85
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+ {
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+  "scenario": "b4-creator",
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+  "complete": true,
+  "errs": [],
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+ {
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+ {
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+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 105
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+ {
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+  "renderable": true,
+  "complete": true,
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+  "classes": [],
+  "n": 89
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+  "complete": true,
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+ {
+  "fmt": "a2ui",
+  "scenario": "b4-portfolio",
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+  "n": 80
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+  "n": 85
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+  "tokens": null,
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+ {
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+  "renderable": true,
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+ },
+ {
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+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": false,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "parse: Failed to parse JSON: Expecting value: line 30 column 66 (char 1990)"
+   },
+   {
+    "cls": "root-missing",
+    "detail": "renderer surface has no root"
+   }
+  ],
+  "classes": [
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+   "root-missing"
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+  "n": 0
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+ {
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+  "n": 72
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+ {
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+  "n": 76
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+ {
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+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 75
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+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 87
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+  "complete": true,
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+  "classes": [],
+  "n": 70
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+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
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+  "complete": true,
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+  "n": 73
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+ {
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+  "tokens": null,
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+  "complete": true,
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+ {
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+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 100
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+ {
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
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+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-muse.json b/benchmarks/openui-bench/results/results-muse.json
new file mode 100644
index 000000000..266f242ff
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-muse.json
@@ -0,0 +1,7635 @@
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+   {
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+   {
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+   {
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+  ],
+  "classes": [
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+ },
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+  "renderable": true,
+  "complete": true,
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+ },
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+  "renderable": true,
+  "complete": false,
+  "errs": [
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+    "detail": "dangling:commentMetaRow>commentReplyBtn"
+   }
+  ],
+  "classes": [
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+  "n": 88
+ },
+ {
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+  "renderable": true,
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+ },
+ {
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+  "renderable": true,
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+  "n": 96
+ },
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+  "scenario": "b3-crm",
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 85
+ },
+ {
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+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:logCallCard>logCallButton"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 75
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 88
+ },
+ {
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+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 96
+ },
+ {
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+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 1,
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 48
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 62
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 55
+ },
+ {
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+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 55
+ },
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+  "renderable": true,
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+  "classes": [],
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+ },
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
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+    "cls": "reference-graph",
+    "detail": "dangling:headerRight>refreshBtn"
+   }
+  ],
+  "classes": [
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+  ],
+  "n": 67
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:searchActions.buttons>clearBtn"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 64
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 92
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 84
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 98
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 88
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:newRoleButtons.buttons>btnCreate"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 102
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 78
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+  "axis": "reqs",
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+  "renderable": true,
+  "complete": true,
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+  "classes": [],
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+ {
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+  "axis": "reqs",
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 71
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:atRiskRow>atRiskAction"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 70
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 59
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 68
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 75
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 85
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:orderRow>orderStatus"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 51
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": false,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "root-missing",
+    "detail": "spec has no elements"
+   }
+  ],
+  "classes": [
+   "root-missing"
+  ]
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 83
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-orders",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 68
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 91
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 69
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 57
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:thresholdSavedCallout"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:alertCardWithCallout"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 72
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:rebookButtons.buttons>rebookBtn"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:rebookButtons.buttons>rebookHoldBtn"
+   },
+   {
+    "cls": "enum-mismatch",
+    "detail": "Badge.variant=\"success\""
+   }
+  ],
+  "classes": [
+   "reference-graph",
+   "enum-mismatch"
+  ],
+  "n": 103
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 99
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec : Element \"delayedList\" has \"repeat\" inside \"props\". It should be a top-level fiel"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec : Element \"gateChangesList\" has \"repeat\" inside \"props\". It should be a top-level "
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec : Element \"crewList\" has \"repeat\" inside \"props\". It should be a top-level field o"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec : Element \"weatherList\" has \"repeat\" inside \"props\". It should be a top-level fiel"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 104
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 121
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 131
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:transRight>transDisputeBtn"
+   },
+   {
+    "cls": "required-field",
+    "detail": "SwitchGroup.name missing (freezeSwitchGroup)"
+   },
+   {
+    "cls": "required-field",
+    "detail": "SwitchGroup.name missing (alertsSwitchGroup)"
+   }
+  ],
+  "classes": [
+   "reference-graph",
+   "required-field"
+  ],
+  "n": 115
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 117
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-bank",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 121
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-creator",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:main>filterActiveCallout"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:commentItem>commentReplyBtn"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:collabItemRight>collabAcceptBtn"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:collabItemRight>collabDeclineBtn"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:scheduleButtons.buttons>scheduleButton"
+   }
+  ],
+  "classes": [
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+  ],
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+ },
+ {
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+  "axis": "reqs",
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+  "renderable": true,
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+  "classes": [],
+  "n": 111
+ },
+ {
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+  "scenario": "b4-creator",
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+  "renderable": true,
+  "complete": true,
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+ },
+ {
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+  "complete": true,
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+  "renderable": true,
+  "complete": true,
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+  "n": 132
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-portfolio",
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+  "renderable": true,
+  "complete": true,
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+ },
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+ },
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+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:outOfStockInner>oosReorderBtn"
+   }
+  ],
+  "classes": [
+   "reference-graph"
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+  "n": 105
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-retail",
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+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-opus48.json b/benchmarks/openui-bench/results/results-opus48.json
new file mode 100644
index 000000000..7cd56972c
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-opus48.json
@@ -0,0 +1,7101 @@
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+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
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+  "n": 42
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+  "n": 35
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+ {
+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+  "n": 31
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-fitness",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 40
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-fitness",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 29
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-fitness",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 35
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-job",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 29
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-job",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 34
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-job",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 33
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-job",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 31
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-sales",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 24
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-sales",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 26
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-sales",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 25
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-sales",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 23
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-standup",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 52
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-standup",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 48
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-standup",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 35
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-standup",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 50
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-stock",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 20
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-stock",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 26
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-stock",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 21
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-stock",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Invalid function call 'searchInventory': Unknown function: searchInventory\nInvalid functio"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "search-btn: Invalid function call 'searchInventory': Unknown function: searchInventory"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "item-1-reorder: Invalid function call 'reorderItem': Unknown function: reorderItem"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "item-2-reorder: Invalid function call 'reorderItem': Unknown function: reorderItem"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "item-3-reorder: Invalid function call 'reorderItem': Unknown function: reorderItem"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "item-4-reorder: Invalid function call 'reorderItem': Unknown function: reorderItem"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 24
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-support",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Invalid function call 'filterTickets': Unknown function: filterTickets"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "btn-high-priority: Invalid function call 'filterTickets': Unknown function: filterTickets"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 23
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-support",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 25
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-support",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 22
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b2-support",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Invalid function call 'filterTickets': Unknown function: filterTickets\nInvalid function ca"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "highPriorityBtn: Invalid function call 'filterTickets': Unknown function: filterTickets"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "newTicketBtn: Invalid function call 'openNewTicket': Unknown function: openNewTicket"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 21
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-clinic",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 49
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-clinic",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validate: Invalid function call 'navigateDay': Unknown function: navigateDay\nInvalid function call '"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "prev-day: Invalid function call 'navigateDay': Unknown function: navigateDay"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "today-btn: Invalid function call 'navigateDay': Unknown function: navigateDay"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "next-day: Invalid function call 'navigateDay': Unknown function: navigateDay"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "pick-day: Invalid function call 'openDatePicker': Unknown function: openDatePicker"
+   },
+   {
+    "cls": "malformed-syntax",
+    "detail": "btn-checkin: Invalid function call 'checkInPatient': Unknown function: checkInPatient"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 45
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-clinic",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 57
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-clinic",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 53
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-content",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 61
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-content",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 59
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-content",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 51
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-content",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 55
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 58
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 58
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 43
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-crm",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 58
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 39
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 40
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 34
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-finance",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 44
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 47
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 53
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 57
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-freight",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 49
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-hr",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 81
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 57
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 66
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-hr",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 64
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 58
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 59
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 56
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-learning",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 59
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-marketing",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 40
+ },
+ {
+  "fmt": "a2ui",
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+  "n": 43
+ },
+ {
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+  "renderable": true,
+  "complete": true,
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+  "n": 51
+ },
+ {
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 47
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 38
+ },
+ {
+  "fmt": "a2ui",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 39
+ },
+ {
+  "fmt": "a2ui",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 41
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-orders",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 43
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 45
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 58
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-server",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 52
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b3-server",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 69
+ },
+ {
+  "fmt": "a2ui",
+  "scenario": "b4-airline",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 76
+ },
+ {
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 65
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b4-retail",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
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+ },
+ {
+  "fmt": "jsonrender",
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+  "renderable": true,
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+ },
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
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+    "cls": "reference-graph",
+    "detail": "dangling:failed-row>failed-info"
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+  ],
+  "classes": [
+   "reference-graph"
+  ],
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+ },
+ {
+  "fmt": "jsonrender",
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+ },
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+ },
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:incident-row>incident-info"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:emergency-row>emergency-unit"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:report-row>report-text"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:events-list.items>event-item"
+   }
+  ],
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+  ],
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+ },
+ {
+  "fmt": "jsonrender",
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+ },
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:emergency-row>emerg-unit"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:roadwork-row>roadwork-info"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:maint-row>maint-info"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 104
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-city",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 94
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:incident-row>incident-info"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:shelter-row>shelter-name"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 152
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
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+  "renderable": true,
+  "complete": true,
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+ },
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+  "renderable": true,
+  "complete": true,
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+ },
+ {
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 128
+ },
+ {
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+  "scenario": "b5-exec",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:main-with-note"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 92
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 88
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
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+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+  "renderable": true,
+  "complete": true,
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+ },
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+  "renderable": true,
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+  "errs": [],
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+ },
+ {
+  "fmt": "jsonrender",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:main>secondrow"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:event-row>event-name"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
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+ },
+ {
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:region-row>region-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:event-row>event-name"
+   }
+  ],
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+ },
+ {
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+  "renderable": true,
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+ },
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+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:region-row>region-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:event-row>event-name"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
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+  "renderable": true,
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+ },
+ {
+  "fmt": "jsonrender",
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+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
+  "axis": "reqs",
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+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 102
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 104
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
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+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "malformed-syntax",
+    "detail": "validateSpec : Element \"promote-note\" has \"visible\" inside \"props\". It should be a top-level fi"
+   }
+  ],
+  "classes": [
+   "malformed-syntax"
+  ],
+  "n": 98
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 86
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 99
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 109
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 112
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 111
+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-qwen.json b/benchmarks/openui-bench/results/results-qwen.json
new file mode 100644
index 000000000..1b9a3a6a2
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-qwen.json
@@ -0,0 +1,9659 @@
+[
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+ },
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+ },
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+    "detail": "orphan:teaching-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:teaching-table"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:tl-col-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:tl-col-dept"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:tl-col-courses"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:tl-col-students"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:tl-col-load"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:at-risk-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:at-risk-alert"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:at-risk-table"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:ar-col-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:ar-col-id"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:ar-col-gpa"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:ar-col-issues"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:ar-col-advisor"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:scholarship-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:scholarship-progress"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:scholarship-detail"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:alumni-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:alumni-chart"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:alumni-series"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:housing-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:housing-progress"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:housing-detail"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:events-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:events-list"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:event-1"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:event-2"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:event-3"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:event-4"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:event-5"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:approve-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:approve-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:input-course-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-dept"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:select-course-dept"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:cd-cs"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:cd-eng"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:cd-bio"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:cd-bus"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:cd-psy"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-credits"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:input-course-credits"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-course-instructor"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:input-course-instructor"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:approve-buttons"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:btn-approve"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:btn-reject"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:msg-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:msg-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-msg-group"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:select-msg-group"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-all"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-freshmen"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-seniors"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-intl"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-athletes"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:mg-honors"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-msg-subject"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:input-msg-subject"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:fc-msg-body"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:textarea-msg-body"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:msg-buttons"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:btn-send"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:sent-msg-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:sent-msg-item"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 109
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 100
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 135
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 122
+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-sol.json b/benchmarks/openui-bench/results/results-sol.json
new file mode 100644
index 000000000..d36ce2efe
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-sol.json
@@ -0,0 +1,6979 @@
+[
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\ No newline at end of file
diff --git a/benchmarks/openui-bench/results/results-terra.json b/benchmarks/openui-bench/results/results-terra.json
new file mode 100644
index 000000000..43d249ee8
--- /dev/null
+++ b/benchmarks/openui-bench/results/results-terra.json
@@ -0,0 +1,7896 @@
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+   },
+   {
+    "cls": "root-missing",
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+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:roadwork-row>roadwork-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:roadwork-row>roadwork-detail"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:roadwork-row>roadwork-tag"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 109
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-city",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 116
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 124
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>shelter-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>routes-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>weather-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>impact-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>volunteers-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>donations-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>aid-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>communications-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>roads-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>hospitals-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>tasks-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>resource-request-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>broadcast-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>situation-report-section"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 33
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>incidents-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>resources-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>shelters-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>routes-weather-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>impact-volunteers-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>donations-requests-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>communications-roads-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>hospitals-tasks-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:command-center>reporting-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:control-panel>resource-request-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:control-panel>broadcast-form"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:zone-focus-select.items>zone-all"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:zone-focus-select.items>zone-north"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:zone-focus-select.items>zone-east"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:zone-focus-select.items>zone-south"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:zone-focus-select.items>zone-west"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 17
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-disaster",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>severity-summary"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>focus-zone-panel"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>operations-grid"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>resources-grid"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:coordination-center>forms-grid"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 6
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 101
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 108
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ceo-command-view>headline-metrics"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ceo-command-view>trend-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ceo-command-view>operations-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ceo-command-view>execution-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ceo-command-view>board-section"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 19
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-exec",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 97
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:workspace>releases-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:headline-row>headline-sentiment"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:headline-copy>headline-title"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:headline-copy>headline-source"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:submit-order-button.buttons>submit-order"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 100
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:submit-order-button.buttons>submit-order-action"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 107
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 104
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-fund",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 109
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-game",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 114
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-game",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 99
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-game",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 123
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-game",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:liveops-root>actions-row"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:experiment-row>experiment-name"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:experiment-row>experiment-audience"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:experiment-row>experiment-result"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:experiment-row>experiment-signal"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:region-focus-control.input>region-select"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:region-all"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:region-na"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:region-eu"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "orphan:region-apac"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 91
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 122
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 99
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 112
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-plant",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 104
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 120
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 101
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 107
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-streaming",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ops-room>revenue-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:ops-room>controls-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:promotion-form.buttons>promotion-buttons"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:promotion-title-select.items>promo-title-1"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:promotion-title-select.items>promo-title-2"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:promotion-title-select.items>promo-title-3"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 84
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 1,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 101
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 2,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 113
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 3,
+  "tokens": null,
+  "renderable": true,
+  "complete": true,
+  "errs": [],
+  "classes": [],
+  "n": 91
+ },
+ {
+  "fmt": "jsonrender",
+  "scenario": "b5-university",
+  "axis": "reqs",
+  "repeat": 4,
+  "tokens": null,
+  "renderable": true,
+  "complete": false,
+  "errs": [
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>semester-summary"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>enrollment-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>admissions-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>operations-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>academic-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>engagement-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:admin-dashboard>actions-section"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-filter>department-filter-note"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-select.items>dept-all"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-select.items>dept-business"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-select.items>dept-engineering"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-select.items>dept-arts"
+   },
+   {
+    "cls": "reference-graph",
+    "detail": "dangling:department-select.items>dept-health"
+   }
+  ],
+  "classes": [
+   "reference-graph"
+  ],
+  "n": 9
+ }
+]
\ No newline at end of file
diff --git a/benchmarks/openui-bench/run.mjs b/benchmarks/openui-bench/run.mjs
new file mode 100644
index 000000000..f390dfcd9
--- /dev/null
+++ b/benchmarks/openui-bench/run.mjs
@@ -0,0 +1,217 @@
+// Generation runner: sends every brief to one model in one or more protocol
+// formats and stores the raw responses. Scoring is separate (score.mjs), so
+// every verdict is reproducible offline from the committed raws.
+//
+// Usage:
+//   BENCH_MODEL=google/gemini-3.6-flash BENCH_LABEL=gemini node run.mjs openui jsonrender a2ui
+//
+// Env:
+//   BENCH_MODEL       provider model id (required)
+//   BENCH_LABEL       raw/results directory label (required)
+//   BENCH_PROVIDER    openrouter (default) | openai | anthropic | google
+//   BENCH_REPEATS     generations per brief (default 4)
+//   BENCH_MAX_TOKENS  output ceiling (default 16384)
+//   BENCH_CONCURRENCY parallel requests (default 6)
+//   BENCH_TIMEOUT_MS  per-request timeout (default 240000)
+//   BENCH_TEMP        temperature (default 0.7; anthropic runs its model default)
+//   BENCH_ONLY        comma-separated brief names (probe runs)
+//   BENCH_REASONING_EFFORT  reasoning override; "none" keeps the family default
+//   BENCH_PROVIDER_ORDER    OpenRouter provider routing, e.g. baseten,fireworks
+//
+// Keys: OPENROUTER_API_KEY / OPENAI_API_KEY / ANTHROPIC_API_KEY / GEMINI_KEY.
+// Raws are idempotent: existing non-empty files are never regenerated, so an
+// interrupted run resumes by re-running the same command.
+import { existsSync, mkdirSync, readFileSync, writeFileSync } from "node:fs";
+import { dirname, join } from "node:path";
+import { fileURLToPath } from "node:url";
+
+import { SCENARIOS } from "./briefs/briefs.mjs";
+import { systemPrompt as openuiSystemPrompt } from "./protocols/openui/prompt.ts";
+import {
+  systemPrompt as jrSystemPrompt,
+  userPrompt as jrUserPrompt,
+} from "./protocols/jsonrender/prompt.ts";
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+
+const MODEL = process.env.BENCH_MODEL;
+const LABEL = process.env.BENCH_LABEL;
+if (!MODEL || !LABEL) {
+  console.error("BENCH_MODEL and BENCH_LABEL are required");
+  process.exit(1);
+}
+
+const FORMATS = {
+  openui: {
+    dir: LABEL,
+    system: () => openuiSystemPrompt(),
+    user: (brief) => brief.prompt,
+  },
+  jsonrender: {
+    dir: LABEL,
+    system: () => jrSystemPrompt(),
+    user: (brief) => jrUserPrompt(brief.prompt),
+  },
+  a2ui: {
+    dir: LABEL,
+    system: () => readFileSync(join(__dirname, "protocols/a2ui/system-prompt.txt"), "utf8"),
+    user: (brief) => brief.prompt,
+  },
+};
+
+const fmts = process.argv.slice(2).filter((f) => FORMATS[f]);
+if (!fmts.length) {
+  console.error(`pass formats: ${Object.keys(FORMATS).join(" ")}`);
+  process.exit(1);
+}
+
+const PROVIDER = process.env.BENCH_PROVIDER || "openrouter";
+const API_URL =
+  PROVIDER === "openai"
+    ? "https://api.openai.com/v1/chat/completions"
+    : PROVIDER === "anthropic"
+      ? "https://api.anthropic.com/v1/messages"
+      : PROVIDER === "google"
+        ? "https://generativelanguage.googleapis.com/v1beta/openai/chat/completions"
+        : "https://openrouter.ai/api/v1/chat/completions";
+const KEY_ENV =
+  PROVIDER === "openai"
+    ? "OPENAI_API_KEY"
+    : PROVIDER === "anthropic"
+      ? "ANTHROPIC_API_KEY"
+      : PROVIDER === "google"
+        ? "GEMINI_KEY"
+        : "OPENROUTER_API_KEY";
+const API_KEY = process.env[KEY_ENV];
+if (!API_KEY) {
+  console.error(`${KEY_ENV} not set`);
+  process.exit(1);
+}
+
+// Reasoning defaults per family; benchmark condition is minimal/none reasoning.
+const REASONING = MODEL.includes("gemini")
+  ? { effort: "minimal" }
+  : MODEL.includes("claude")
+    ? { enabled: false }
+    : MODEL.includes("gpt-") || MODEL.includes("deepseek") || MODEL.includes("qwen") || MODEL.includes("kimi")
+      ? { effort: "minimal" }
+      : undefined;
+const REASONING_OVERRIDE =
+  process.env.BENCH_REASONING_EFFORT && process.env.BENCH_REASONING_EFFORT !== "none"
+    ? { effort: process.env.BENCH_REASONING_EFFORT }
+    : null;
+const PROVIDER_ORDER = process.env.BENCH_PROVIDER_ORDER?.split(",").map((s) => s.trim());
+const MAX_TOKENS = Number(process.env.BENCH_MAX_TOKENS) || 16384;
+const REPEATS = Number(process.env.BENCH_REPEATS) || 4;
+const CONCURRENCY = Number(process.env.BENCH_CONCURRENCY) || 6;
+const ONLY = process.env.BENCH_ONLY?.split(",").map((s) => s.trim());
+const BRIEFS = ONLY ? SCENARIOS.filter((s) => ONLY.includes(s.name)) : SCENARIOS;
+
+async function generate(systemText, userText) {
+  const body =
+    PROVIDER === "anthropic"
+      ? {
+          // No temperature: the API rejects it for Opus 5 ("deprecated for
+          // this model"); it runs at the model default.
+          model: MODEL,
+          max_tokens: MAX_TOKENS,
+          system: systemText,
+          messages: [{ role: "user", content: userText }],
+        }
+      : {
+          model: MODEL,
+          // OpenAI rejects non-default temperature when reasoning is enabled.
+          ...(PROVIDER === "openai" && process.env.BENCH_REASONING_EFFORT && process.env.BENCH_REASONING_EFFORT !== "none"
+            ? {}
+            : { temperature: Number(process.env.BENCH_TEMP) || 0.7 }),
+          ...(PROVIDER === "openai"
+            ? { max_completion_tokens: MAX_TOKENS, reasoning_effort: process.env.BENCH_REASONING_EFFORT || "none" }
+            : {
+                max_tokens: MAX_TOKENS,
+                ...(REASONING_OVERRIDE ?? REASONING ? { reasoning: REASONING_OVERRIDE ?? REASONING } : {}),
+                ...(PROVIDER_ORDER ? { provider: { order: PROVIDER_ORDER, allow_fallbacks: true } } : {}),
+              }),
+          messages: [
+            { role: "system", content: systemText },
+            { role: "user", content: userText },
+          ],
+        };
+  const headers =
+    PROVIDER === "anthropic"
+      ? { "x-api-key": API_KEY, "anthropic-version": "2023-06-01", "Content-Type": "application/json" }
+      : { Authorization: `Bearer ${API_KEY}`, "Content-Type": "application/json" };
+  for (let attempt = 0; attempt < 4; attempt++) {
+    let res;
+    try {
+      res = await fetch(API_URL, {
+        method: "POST",
+        headers,
+        body: JSON.stringify(body),
+        signal: AbortSignal.timeout(Number(process.env.BENCH_TIMEOUT_MS) || 240000),
+      });
+    } catch (e) {
+      if (attempt === 3) throw e;
+      await new Promise((r) => setTimeout(r, 5000 * (attempt + 1)));
+      continue;
+    }
+    const json = await res.json();
+    if (!res.ok || json?.error) {
+      if (attempt < 3) {
+        await new Promise((r) => setTimeout(r, 8000 * (attempt + 1)));
+        continue;
+      }
+      throw new Error(json?.error?.message || `HTTP ${res.status}`);
+    }
+    if (PROVIDER === "anthropic") {
+      return {
+        text: json.content?.map((c) => c.text ?? "").join("") ?? "",
+        truncated: json.stop_reason === "max_tokens",
+      };
+    }
+    return {
+      text: json.choices[0]?.message?.content ?? "",
+      truncated: json.choices[0]?.finish_reason === "length",
+    };
+  }
+}
+
+// truncated.json per raw dir records generations that hit the output ceiling:
+// the only generation-time fact a raw file cannot carry, consumed by score.mjs.
+function markTruncated(dir, id) {
+  const path = join(dir, "truncated.json");
+  const list = existsSync(path) ? JSON.parse(readFileSync(path, "utf8")) : [];
+  if (!list.includes(id)) writeFileSync(path, JSON.stringify([...list, id].sort(), null, 1));
+}
+
+const tasks = [];
+for (const fmt of fmts) {
+  const system = FORMATS[fmt].system();
+  console.log(`${fmt}: system prompt ${system.length} chars`);
+  for (const brief of BRIEFS)
+    for (let r = 1; r <= REPEATS; r++) tasks.push({ fmt, brief, r, system });
+}
+const total = tasks.length;
+let done = 0;
+
+async function worker() {
+  for (;;) {
+    const t = tasks.shift();
+    if (!t) return;
+    const dir = join(__dirname, "raw", FORMATS[t.fmt].dir);
+    mkdirSync(dir, { recursive: true });
+    const id = `${t.fmt}__${t.brief.name}__r${t.r}`;
+    const file = join(dir, `${id}.txt`);
+    const n = ++done;
+    if (existsSync(file) && readFileSync(file, "utf8").trim().length > 0) continue;
+    try {
+      const gen = await generate(t.system, FORMATS[t.fmt].user(t.brief));
+      writeFileSync(file, gen.text);
+      if (gen.truncated) markTruncated(dir, id);
+      console.log(`[${n}/${total}] ${id} ${gen.text.length} chars${gen.truncated ? " (truncated)" : ""}`);
+    } catch (e) {
+      console.log(`[${n}/${total}] ${id} ERROR ${e.message}`);
+    }
+  }
+}
+await Promise.all(Array.from({ length: Math.min(CONCURRENCY, tasks.length) }, worker));
+console.log(`done. score with: node score.mjs ${LABEL}`);
diff --git a/benchmarks/openui-bench/score.mjs b/benchmarks/openui-bench/score.mjs
new file mode 100644
index 000000000..bf42d1bb8
--- /dev/null
+++ b/benchmarks/openui-bench/score.mjs
@@ -0,0 +1,93 @@
+// Offline scorer: replays every committed raw through each protocol's own
+// validator and writes results/results-<label>.json. Needs no API keys, so
+// anyone can rescore the published data and diff the verdicts.
+//
+// Usage: node score.mjs [label ...]        (default: every label under raw/)
+// Env:   A2UI_PYTHON  python with the official A2UI agent SDK installed
+//        BENCH_MAX_REP  score repeats <= N (default 4, the published rule)
+import { existsSync, readFileSync, readdirSync, writeFileSync } from "node:fs";
+import { dirname, join } from "node:path";
+import { fileURLToPath } from "node:url";
+
+import { SCENARIOS } from "./briefs/briefs.mjs";
+import { evaluate as evalOpenui } from "./protocols/openui/validator.ts";
+import { evaluate as evalJr } from "./protocols/jsonrender/validator.ts";
+import { evalA2ui } from "./protocols/a2ui/validator.mjs";
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+const RAW = join(__dirname, "raw");
+const briefByName = new Map(SCENARIOS.map((s) => [s.name, s]));
+const MAXREP = Number(process.env.BENCH_MAX_REP) || 4;
+
+const labels = process.argv.slice(2).length ? process.argv.slice(2) : readdirSync(RAW).sort();
+
+// Row order in the results files: openui, a2ui, jsonrender, each sorted by
+// filename. Keep stable so rescoring committed raws reproduces the committed
+// results byte for byte.
+const FMT_RANK = { openui: 0, a2ui: 1, jsonrender: 2 };
+
+for (const label of labels) {
+  const rows = [];
+  // Recorded output-token counts survive rescoring; they come from the
+  // generation-time API usage fields, which raws cannot carry.
+  const prevTokens = new Map();
+  const resultsPath = join(__dirname, `results/results-${label}.json`);
+  if (existsSync(resultsPath)) {
+    for (const r of JSON.parse(readFileSync(resultsPath, "utf8"))) {
+      prevTokens.set(`${r.fmt}__${r.scenario}__r${r.repeat}`, r.tokens ?? null);
+    }
+  }
+
+  const dir = join(RAW, label);
+  const truncPath = join(dir, "truncated.json");
+  const truncated = new Set(existsSync(truncPath) ? JSON.parse(readFileSync(truncPath, "utf8")) : []);
+  const files = readdirSync(dir)
+    .map((f) => ({ f, m: f.match(/^(openui|jsonrender|a2ui)__(.+)__r(\d+)\.txt$/) }))
+    .filter((x) => x.m)
+    .sort((a, b) => FMT_RANK[a.m[1]] - FMT_RANK[b.m[1]] || a.f.localeCompare(b.f));
+  for (const { f, m } of files) {
+    const [, fmt, scn, r] = m;
+    if (Number(r) > MAXREP) continue;
+    if (!briefByName.has(scn)) continue;
+    const id = `${fmt}__${scn}__r${r}`;
+    const reqs = briefByName.get(scn)?.reqs ?? 0;
+    const path = join(dir, f);
+    const text = readFileSync(path, "utf8");
+    const res =
+      fmt === "openui"
+        ? evalOpenui(text, { truncated: truncated.has(id), reqs })
+        : fmt === "jsonrender"
+          ? evalJr(text, { reqs })
+          : evalA2ui(path, { reqs });
+    rows.push({
+      fmt,
+      scenario: scn,
+      axis: briefByName.get(scn)?.axis ?? "",
+      repeat: Number(r),
+      tokens: prevTokens.get(id) ?? null,
+      renderable: res.renderable,
+      complete: res.complete,
+      errs: res.errs,
+      classes: res.classes ?? [...new Set(res.errs.map((e) => e.cls))],
+      ...(res.n !== undefined ? { n: res.n } : {}),
+    });
+  }
+
+  writeFileSync(resultsPath, JSON.stringify(rows, null, 1));
+
+  const fmts = {};
+  for (const row of rows) {
+    const o = (fmts[row.fmt] ??= { n: 0, complete: 0, renderable: 0, fails: {} });
+    o.n++;
+    if (row.complete) o.complete++;
+    if (row.renderable) o.renderable++;
+    if (!row.complete) for (const c of row.classes) o.fails[c] = (o.fails[c] || 0) + 1;
+  }
+  console.log(`== ${label}`);
+  for (const [f, o] of Object.entries(fmts)) {
+    const pct = ((100 * o.complete) / o.n).toFixed(1);
+    console.log(
+      `${f.padEnd(12)} complete ${o.complete}/${o.n} (${pct}%)  renderable ${o.renderable}/${o.n}  ${JSON.stringify(o.fails)}`,
+    );
+  }
+}
diff --git a/benchmarks/openui-bench/tools/cost-estimate.mjs b/benchmarks/openui-bench/tools/cost-estimate.mjs
new file mode 100644
index 000000000..afdad53a9
--- /dev/null
+++ b/benchmarks/openui-bench/tools/cost-estimate.mjs
@@ -0,0 +1,64 @@
+// API cost of the benchmark runs per model x format at provider list prices:
+// sum over runs of (system prompt + brief) input tokens plus output tokens
+// from the raws. Per-pass = total / repeats. Thinking models' hidden reasoning
+// tokens are not in raws, so real bills run slightly higher. Sol has no public
+// list price and is omitted.
+// Usage: node tools/cost-estimate.mjs
+import { readFileSync, readdirSync } from "node:fs";
+import { join, dirname } from "node:path";
+import { fileURLToPath } from "node:url";
+import { get_encoding } from "tiktoken";
+
+const ROOT = join(dirname(fileURLToPath(import.meta.url)), "..");
+const enc = get_encoding("o200k_base");
+const tok = (s) => enc.encode(s).length;
+
+const { SCENARIOS } = await import(join(ROOT, "briefs/briefs.mjs"));
+const briefTok = Object.fromEntries(SCENARIOS.map((s) => [s.name, tok(s.prompt) + 20]));
+
+const { systemPrompt: openuiPrompt } = await import(join(ROOT, "protocols/openui/prompt.ts"));
+const { systemPrompt: jrPrompt } = await import(join(ROOT, "protocols/jsonrender/prompt.ts"));
+const SYS = {
+  openui: tok(openuiPrompt()),
+  jsonrender: tok(jrPrompt()),
+  a2ui: tok(readFileSync(join(ROOT, "protocols/a2ui/system-prompt.txt"), "utf8")),
+};
+
+// USD per token (provider list prices).
+const PRICE = {
+  gemini: { in: 0.75e-6, out: 3.75e-6 },
+  kimi: { in: 3e-6, out: 15e-6 },
+  opus48: { in: 5e-6, out: 25e-6 },
+  muse: { in: 1.25e-6, out: 4.25e-6 },
+  qwen: { in: 2e-6, out: 6e-6 },
+};
+
+const money = (x) => `$${x.toFixed(2)}`;
+let grand = 0;
+for (const model of Object.keys(PRICE)) {
+  let modelTotal = 0;
+  const parts = [];
+  for (const fmt of ["openui", "jsonrender", "a2ui"]) {
+    const dir = join(ROOT, "raw", model);
+    const files = readdirSync(dir).filter((f) => f.startsWith(`${fmt}__`));
+    let inTok = 0;
+    let outTok = 0;
+    const reps = new Set();
+    for (const f of files) {
+      const [, scn, rep] = f.match(/^\w+__(.+)__r(\d+)\.txt$/) ?? [];
+      if (!scn) continue;
+      reps.add(rep);
+      inTok += SYS[fmt] + (briefTok[scn] ?? 170);
+      outTok += tok(readFileSync(join(dir, f), "utf8"));
+    }
+    const cost = inTok * PRICE[model].in + outTok * PRICE[model].out;
+    modelTotal += cost;
+    parts.push(
+      `${fmt} ${money(cost)} total / ${money(cost / reps.size)} per pass (${files.length} runs)`,
+    );
+  }
+  grand += modelTotal;
+  console.log(`${model}: ${money(modelTotal)}  ->  ${parts.join(" · ")}`);
+}
+console.log(`TOTAL: ${money(grand)}`);
+enc.free();
diff --git a/benchmarks/openui-bench/tools/count-tokens.mjs b/benchmarks/openui-bench/tools/count-tokens.mjs
new file mode 100644
index 000000000..20e0a3f6f
--- /dev/null
+++ b/benchmarks/openui-bench/tools/count-tokens.mjs
@@ -0,0 +1,41 @@
+// Token accounting behind the blog's token chart: each protocol's system
+// prompt (from its own generator) and the mean output per screen over the
+// committed raws, first 4 repeats, all models. tiktoken o200k.
+// Usage: node tools/count-tokens.mjs [model ...]
+import { readFileSync, readdirSync, existsSync } from "node:fs";
+import { join, dirname } from "node:path";
+import { fileURLToPath } from "node:url";
+import { get_encoding } from "tiktoken";
+
+const ROOT = join(dirname(fileURLToPath(import.meta.url)), "..");
+const enc = get_encoding("o200k_base");
+const tok = (s) => enc.encode(s).length;
+
+const { systemPrompt: openuiPrompt } = await import(join(ROOT, "protocols/openui/prompt.ts"));
+const { systemPrompt: jrPrompt } = await import(join(ROOT, "protocols/jsonrender/prompt.ts"));
+const a2uiPrompt = readFileSync(join(ROOT, "protocols/a2ui/system-prompt.txt"), "utf8");
+
+console.log(`prompt openui: ${tok(openuiPrompt())} tokens`);
+console.log(`prompt jsonrender: ${tok(jrPrompt())} tokens`);
+console.log(`prompt a2ui: ${tok(a2uiPrompt)} tokens`);
+
+const MODELS = process.argv.slice(2).length
+  ? process.argv.slice(2)
+  : ["sol", "opus48", "kimi", "gemini", "qwen", "muse"];
+
+for (const fmt of ["openui", "jsonrender", "a2ui"]) {
+  let sum = 0;
+  let n = 0;
+  for (const m of MODELS) {
+    const dir = join(ROOT, "raw", m);
+    if (!existsSync(dir)) continue;
+    for (const f of readdirSync(dir)) {
+      const match = f.match(new RegExp(`^${fmt}__.+__r(\\d+)\\.txt$`));
+      if (!match || Number(match[1]) > 4) continue;
+      sum += tok(readFileSync(join(dir, f), "utf8"));
+      n++;
+    }
+  }
+  console.log(`output ${fmt}: mean ${Math.round(sum / n)} tokens over ${n} runs`);
+}
+enc.free();
diff --git a/docs/app/(home)/benchmarks/BenchmarkDetailPage.tsx b/docs/app/(home)/benchmarks/BenchmarkDetailPage.tsx
new file mode 100644
index 000000000..ddc9fb846
--- /dev/null
+++ b/docs/app/(home)/benchmarks/BenchmarkDetailPage.tsx
@@ -0,0 +1,101 @@
+import { Footer } from "@/app/(home)/sections/Footer/Footer";
+import type { ReactNode } from "react";
+import { PillLink } from "../components/Button/Button";
+
+type DetailLink = {
+  href: string;
+  label: string;
+  external?: boolean;
+};
+
+export function BenchmarkDetailPage({
+  eyebrow,
+  title,
+  description,
+  sections,
+  sibling,
+  downloads,
+  children,
+}: {
+  eyebrow: string;
+  title: string;
+  description: string;
+  sections: ReadonlyArray<{ id: string; label: string }>;
+  sibling: DetailLink;
+  downloads: ReadonlyArray<DetailLink>;
+  children: ReactNode;
+}) {
+  return (
+    <>
+      <div className="min-h-screen bg-[linear-gradient(to_bottom,var(--openui-foreground),var(--openui-background)_10rem,var(--openui-background)_calc(100%_-_10rem),var(--openui-foreground))] [[data-theme=dark]_&]:bg-[linear-gradient(to_bottom,#000,var(--swatch-neutral-950)_28rem,var(--swatch-neutral-950)_calc(100%_-_28rem),#000)]">
+        <main className="mx-auto flex w-full max-w-[var(--home-container-wide)] gap-4 px-4 pt-16 pb-40 lg:gap-28 lg:pr-8 min-[1249px]:pl-0 min-[1024px]:max-[1248px]:pl-8">
+          <aside className="hidden w-56 shrink-0 lg:block">
+            <div className="sticky top-24">
+              <p className="mb-3 text-sm font-medium text-fd-foreground">On this page</p>
+              <ul className="space-y-2 text-sm text-[color:var(--openui-text-neutral-tertiary)]">
+                {sections.map((section) => (
+                  <li key={section.id}>
+                    <a href={`#${section.id}`}>{section.label}</a>
+                  </li>
+                ))}
+              </ul>
+            </div>
+          </aside>
+
+          <div className="min-w-0 flex-1">
+            <p className="mb-3 text-sm font-medium text-[color:var(--openui-text-neutral-secondary)]">
+              {eyebrow}
+            </p>
+            <h1 className="mb-3 max-w-4xl text-[length:var(--home-title-size)] font-[family-name:var(--home-font-display)] font-medium leading-[var(--home-title-leading)] tracking-[var(--home-title-tracking)] text-[color:var(--openui-text-neutral-primary)]">
+              {title}
+            </h1>
+            <p className="mb-5 max-w-3xl text-[length:var(--home-lead-size)] font-[family-name:var(--home-font-text)] leading-[var(--home-lead-leading)] text-[color:var(--openui-text-neutral-secondary)]">
+              {description}
+            </p>
+            <nav
+              aria-label="Benchmark pages"
+              className="-ml-3 flex flex-wrap items-center gap-1 border-b border-[color:var(--home-hairline)] pb-6"
+            >
+              <PillLink href="/benchmarks" variant="ghost">
+                Benchmark overview
+              </PillLink>
+              <PillLink href={sibling.href} variant="ghost" external={sibling.external}>
+                {sibling.label}
+              </PillLink>
+              <PillLink href="/benchmarks/methodology" variant="ghost">
+                Methodology
+              </PillLink>
+            </nav>
+
+            <article className="prose mt-8 min-w-0 max-w-none">{children}</article>
+
+            <section
+              id="downloads"
+              aria-labelledby="downloads-heading"
+              className="mt-12 border-t border-[color:var(--home-hairline)] pt-8"
+            >
+              <h2 id="downloads-heading" className="mb-4 text-xl font-medium">
+                Data for agents and analysis
+              </h2>
+              <ul className="flex flex-wrap gap-x-6 gap-y-2 text-sm">
+                {downloads.map((link) => (
+                  <li key={link.href}>
+                    <a
+                      href={link.href}
+                      target={link.external ? "_blank" : undefined}
+                      rel={link.external ? "noopener noreferrer" : undefined}
+                      className="underline decoration-[color:var(--home-hairline)] underline-offset-4"
+                    >
+                      {link.label}
+                    </a>
+                  </li>
+                ))}
+              </ul>
+            </section>
+          </div>
+        </main>
+      </div>
+      <Footer />
+    </>
+  );
+}
diff --git a/docs/app/(home)/benchmarks/BenchmarksContent.tsx b/docs/app/(home)/benchmarks/BenchmarksContent.tsx
new file mode 100644
index 000000000..a158921a2
--- /dev/null
+++ b/docs/app/(home)/benchmarks/BenchmarksContent.tsx
@@ -0,0 +1,360 @@
+"use client";
+
+import { CompletionByModel, CostPerPass, TokenMatrix } from "@/components/charts/benchmark-charts";
+import { BlankScreensPanels } from "@/components/charts/blank-screens-panels";
+import { CompletionByDensity } from "@/components/charts/completion-by-density";
+import { VizSkin } from "@/components/charts/primitives";
+import { ReliabilityByModel } from "@/components/charts/reliability-by-model";
+import { RenderSplit } from "@/components/charts/render-split";
+import { RepairFunnelFlow } from "@/components/charts/repair-funnel-flow";
+import { SpeedTokens } from "@/components/charts/speed-tokens";
+import {
+  BRIEFS,
+  COST_MODELS,
+  FORMAT_ORDER,
+  LINKS,
+  MODELS,
+  RUNS_PER_FORMAT,
+  blankScreens,
+  completionByDensity,
+  completionOver,
+  costPerPass,
+  production,
+  repairedShare,
+} from "@/lib/benchmark-data";
+import { ChartLineUp, CurrencyDollarSimple, ShieldCheck, Wrench } from "@phosphor-icons/react";
+import { ArrowUpRight } from "lucide-react";
+import type { ReactNode } from "react";
+import { CloudCtaSection } from "../cloud/CloudCtaSection";
+import { BevelButton } from "../components/Button/BevelButton";
+import {
+  FeatureGridSection,
+  type GridFeature,
+} from "../sections/FeatureGridSection/FeatureGridSection";
+import s from "./benchmarks.module.css";
+
+const ALL_MODELS = MODELS.map((model) => model.id);
+const BLOG_HREF = "/blog/generative-ui-benchmark";
+
+const BLANK_RATE = (1 - blankScreens.openui / RUNS_PER_FORMAT) * 100;
+
+const costRatios = COST_MODELS.flatMap((model) =>
+  (["a2ui", "jsonRender"] as const).map(
+    (format) => costPerPass[model]![format] / costPerPass[model]!.openui,
+  ),
+);
+const CHEAPER_LOW = Math.min(...costRatios);
+const CHEAPER_HIGH = Math.max(...costRatios);
+
+const HARDEST_SCREENS = completionByDensity[completionByDensity.length - 1];
+
+/* The four headline results, written for someone who has never read a
+   benchmark. Every number is derived above, never typed. */
+const HEADLINE_FEATURES: GridFeature[] = [
+  {
+    Icon: ShieldCheck,
+    title: `${BLANK_RATE.toFixed(1)}% render rate`,
+    description: `Only ${blankScreens.openui} of ${RUNS_PER_FORMAT.toLocaleString()} screens rendered blank.`,
+  },
+  {
+    Icon: ChartLineUp,
+    title: `${completionOver("openui").toFixed(1)}% valid`,
+    description: "Parsed, rooted, and passed every structural check.",
+  },
+  {
+    Icon: CurrencyDollarSimple,
+    title: `${CHEAPER_LOW.toFixed(1)} to ${CHEAPER_HIGH.toFixed(1)}× cheaper`,
+    description: "Half the tokens: lower cost, faster streaming.",
+  },
+  {
+    Icon: Wrench,
+    title: `${repairedShare().toFixed(0)}% repaired in flight`,
+    description: "A sanitizer model patches only the broken lines, via incremental editing.",
+  },
+];
+
+function Section({
+  id,
+  title,
+  question,
+  description,
+  insight,
+  band,
+  hideChartHead = false,
+  spacious = false,
+  children,
+}: {
+  id: string;
+  title: string;
+  question?: string;
+  description: ReactNode;
+  insight: ReactNode;
+  band?: string;
+  hideChartHead?: boolean;
+  spacious?: boolean;
+  children: ReactNode;
+}) {
+  return (
+    <section
+      id={id}
+      className={`${s.section} ${hideChartHead ? s.sectionBare : ""} ${
+        spacious ? s.sectionSpacious : ""
+      }`}
+      aria-labelledby={`${id}-heading`}
+    >
+      <div className={s.sectionHeader}>
+        <div className={s.sectionHeading}>
+          {band ? <p className={s.bandLabel}>{band}</p> : null}
+          <h2 id={`${id}-heading`} className={s.sectionTitle}>
+            {title}
+          </h2>
+          {question ? <p className={s.sectionQuestion}>{question}</p> : null}
+        </div>
+        <div className={s.sectionAside}>
+          <p>{description}</p>
+        </div>
+      </div>
+      <div className={s.insightBar}>
+        <p>{insight}</p>
+      </div>
+      <div className={s.sectionBody}>{children}</div>
+    </section>
+  );
+}
+
+export function BenchmarksContent() {
+  return (
+    <main id="benchmark-content" className={s.page}>
+      <VizSkin vivid>
+        <header className={s.hero}>
+          <div className={s.heroLockup}>
+            <p className={s.heroAside}>
+              30 models on OpenUI, plus a 6-model comparison across 3 generative UI formats
+            </p>
+            <div className={s.heroCopy}>
+              <p className={s.heroEyebrow}>
+                <span>OpenUI</span>
+                <span className={s.heroTag}>Benchmarks</span>
+              </p>
+              <h1 className={s.heroTitle}>
+                <span>Generative UI</span> <span>Benchmark</span>
+              </h1>
+            </div>
+            <div className={s.heroActions}>
+              <BevelButton
+                href="/benchmarks/methodology"
+                label="Methodology"
+                variant="primary"
+                className={s.heroButton}
+                badge={
+                  <ArrowUpRight className={s.actionIcon} strokeWidth={2.25} aria-hidden="true" />
+                }
+              />
+              <BevelButton
+                href={LINKS.rawData}
+                label="Raw data"
+                variant="secondary"
+                className={s.heroButton}
+                external
+                badge={
+                  <ArrowUpRight className={s.actionIcon} strokeWidth={2.25} aria-hidden="true" />
+                }
+              />
+            </div>
+          </div>
+        </header>
+
+        <section className={s.heroGrid} aria-label="Benchmark overview">
+          <ReliabilityByModel models={ALL_MODELS} formats={FORMAT_ORDER} />
+        </section>
+
+        <div className={s.featureBand} aria-labelledby="headline-results-heading">
+          <h2 id="headline-results-heading" className={s.srOnly}>
+            Headline results
+          </h2>
+          <FeatureGridSection
+            features={HEADLINE_FEATURES}
+            showHeader={false}
+            showCompat={false}
+            showBottomSeparator={false}
+            showTopSeparator
+            desktopColumns={4}
+          />
+        </div>
+
+        <div className={s.column}>
+          <Section
+            id="blank-screens"
+            title="Blank screens vs. renders"
+            question="Did the generation actually render?"
+            description={
+              <>
+                1,104 runs per format across 6 models. <br />
+                Counted as each SDK&rsquo;s own renderer produced them.
+              </>
+            }
+            insight={
+              <>
+                OpenUI had {blankScreens.openui} blank screen in {RUNS_PER_FORMAT.toLocaleString()}{" "}
+                runs, compared with {blankScreens.a2ui} for A2UI and {blankScreens.jsonRender} for
+                json-render.
+              </>
+            }
+            hideChartHead
+          >
+            <BlankScreensPanels models={ALL_MODELS} formats={FORMAT_ORDER} />
+          </Section>
+
+          <Section
+            id="render-split"
+            title="Structural validity vs. render success"
+            question="Was the output valid, and did anything render?"
+            description={
+              <>
+                Valid: every part it refers to exists, and every setting is a real one. Render
+                success: something appeared at all. 1,104 runs per format.
+              </>
+            }
+            insight={
+              <>OpenUI leads on both; A2UI and json-render each trade one off against the other.</>
+            }
+            hideChartHead
+          >
+            <RenderSplit models={ALL_MODELS} formats={FORMAT_ORDER} />
+          </Section>
+
+          <Section
+            id="completion"
+            title="Structural validity by model"
+            question="How often the component graph holds together"
+            description={
+              <>
+                Passes only if nothing is left dangling, nothing is invented, and every setting is
+                valid. 184 runs per model, per format.
+              </>
+            }
+            insight={
+              <>
+                OpenUI leads overall: {completionOver("openui").toFixed(1)}% vs{" "}
+                {completionOver("a2ui").toFixed(1)}% for A2UI. The lead changes by model, with two
+                ties.
+              </>
+            }
+            hideChartHead
+          >
+            <CompletionByModel
+              models={ALL_MODELS}
+              formats={FORMAT_ORDER}
+              sub="Runs whose component graph parses, resolves and validates, judged by each format's own SDK."
+              note={null}
+            />
+          </Section>
+
+          <Section
+            id="cost"
+            title="Token consumption and cost"
+            question="Tokens and dollars for the same screens"
+            description={
+              <>
+                46 screens, <br />
+                priced at provider list prices.
+              </>
+            }
+            insight={
+              <>
+                OpenUI uses fewer tokens and costs {CHEAPER_LOW.toFixed(1)}–
+                {CHEAPER_HIGH.toFixed(1)}× less across every priced model.
+              </>
+            }
+            spacious
+          >
+            <TokenMatrix
+              formats={FORMAT_ORDER}
+              sub="System prompt + output for one screen"
+              note={null}
+            />
+            <CostPerPass
+              models={ALL_MODELS}
+              formats={FORMAT_ORDER}
+              sub={`The same ${BRIEFS} screens at list prices`}
+              note={null}
+            />
+          </Section>
+
+          <Section
+            id="speed"
+            title="Streaming speed"
+            question="How long a screen takes to render"
+            description={
+              <>
+                Mean output per screen, <br />
+                decoded at 50 tokens per second.
+              </>
+            }
+            insight="A screen streams in about half the time, because there is about half as much to write."
+            hideChartHead
+          >
+            <SpeedTokens note={null} />
+          </Section>
+
+          <Section
+            id="density"
+            title="Structural validity by screen complexity"
+            question="Validity as requirements increase"
+            description={
+              <>
+                46 briefs across 5 complexity bands, <br />
+                about 9 per band.
+              </>
+            }
+            insight={
+              <>
+                As screens get harder, OpenUI and A2UI stay above 90%; json-render falls to{" "}
+                {HARDEST_SCREENS.jsonRender.toFixed(0)}%.
+              </>
+            }
+            hideChartHead
+          >
+            <CompletionByDensity models={ALL_MODELS} formats={FORMAT_ORDER} note={null} />
+          </Section>
+        </div>
+
+        <div className={s.productionBand}>
+          <div className={s.column}>
+            <Section
+              id="production"
+              title="Production repair"
+              question="What gets fixed before users see it"
+              description={
+                <>
+                  Based on real production data: <br />
+                  OpenUI Cloud traffic, not benchmark runs.
+                </>
+              }
+              insight={
+                <>
+                  Only {production.userVisibleShare}% of generations reach a user broken. Of the
+                  ones that fail validation, {repairedShare().toFixed(0)}% are repaired via
+                  incremental editing.
+                </>
+              }
+              hideChartHead
+            >
+              <RepairFunnelFlow />
+            </Section>
+          </div>
+        </div>
+
+        <CloudCtaSection
+          title="Improve your Generative UI reliability with OpenUI Cloud."
+          primary={{
+            label: "Get OpenUI Cloud",
+            href: "https://console.thesys.dev/keys",
+            external: true,
+          }}
+          secondary={{ label: "Learn more", href: "/docs/openui-cloud" }}
+        />
+      </VizSkin>
+    </main>
+  );
+}
diff --git a/docs/app/(home)/benchmarks/agent.md/route.ts b/docs/app/(home)/benchmarks/agent.md/route.ts
new file mode 100644
index 000000000..b72bf15f1
--- /dev/null
+++ b/docs/app/(home)/benchmarks/agent.md/route.ts
@@ -0,0 +1,14 @@
+import { benchmarkAgentMarkdown } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export function GET() {
+  return new Response(benchmarkAgentMarkdown(), {
+    headers: {
+      "Content-Type": "text/markdown; charset=utf-8",
+      "Cache-Control": "public, max-age=0, s-maxage=86400, stale-while-revalidate=604800",
+      "Content-Disposition": 'inline; filename="openui-generative-ui-benchmark.md"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/benchmarks.module.css b/docs/app/(home)/benchmarks/benchmarks.module.css
new file mode 100644
index 000000000..a9d543b7e
--- /dev/null
+++ b/docs/app/(home)/benchmarks/benchmarks.module.css
@@ -0,0 +1,622 @@
+.page {
+  min-height: 100vh;
+  overflow-x: clip;
+  background: var(--openui-foreground);
+  color: var(--openui-text-neutral-primary);
+  font-family: var(--home-font-text);
+}
+
+.srOnly {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  overflow: hidden;
+  clip: rect(0 0 0 0);
+  clip-path: inset(50%);
+  white-space: nowrap;
+}
+
+.hero,
+.heroGrid,
+.column {
+  width: calc(100% - 64px);
+  max-width: var(--home-container-max);
+  margin-inline: auto;
+}
+
+/* Hero ---------------------------------------------------------------- */
+
+.hero {
+  position: relative;
+  padding-block: 176px 32px;
+}
+
+.dotField::before {
+  background-image: radial-gradient(
+    circle,
+    color-mix(in srgb, var(--openui-text-neutral-primary) 72%, transparent) 0 1.4px,
+    transparent 1.7px
+  );
+  -webkit-mask-image: radial-gradient(circle 116px at var(--dot-x) var(--dot-y), #000, transparent);
+  mask-image: radial-gradient(circle 116px at var(--dot-x) var(--dot-y), #000, transparent);
+}
+
+.dotField::after {
+  background-image: radial-gradient(circle, #7c3aed 0 1.5px, transparent 1.8px);
+  -webkit-mask-image: radial-gradient(circle 56px at var(--dot-x) var(--dot-y), #000, transparent);
+  mask-image: radial-gradient(circle 56px at var(--dot-x) var(--dot-y), #000, transparent);
+}
+
+.heroLockup {
+  position: relative;
+  z-index: 1;
+  display: flex;
+  flex-direction: column;
+  align-items: flex-start;
+  gap: 40px;
+}
+
+/* the Cloud hero's right-hand subtitle, same values as cloud/page.module.css
+   .subtitle: 400px, 22px, heading weight, lead leading */
+.heroAside {
+  position: absolute;
+  top: 52px;
+  right: 0;
+  width: 400px;
+  max-width: 36%;
+  margin: 0;
+  font-family: var(--home-font-display);
+  font-size: 22px;
+  font-weight: var(--home-heading-weight);
+  line-height: var(--home-lead-leading);
+  letter-spacing: var(--home-heading-tracking);
+  color: color-mix(in srgb, var(--openui-text-neutral-primary) 50%, transparent);
+}
+
+@media (max-width: 1100px) {
+  .heroAside {
+    position: static;
+    order: 3;
+    width: 100%;
+    max-width: 560px;
+    font-size: 18px;
+    font-weight: 500;
+    line-height: 1.35;
+    letter-spacing: normal;
+  }
+}
+
+.heroAside a {
+  color: inherit;
+  text-decoration: underline;
+  text-underline-offset: 3px;
+}
+
+/* eyebrow/tag/title metrics mirror the Cloud hero exactly: Inter Display
+   eyebrow with 2px lead-in, 2/6/3 tag padding, 20px gap, 1.0 title leading */
+.heroCopy {
+  display: flex;
+  flex-direction: column;
+  align-items: flex-start;
+  gap: 20px;
+}
+
+.heroEyebrow {
+  display: inline-flex;
+  align-items: center;
+  gap: 8px;
+  margin: 0 0 0 2px;
+  font-family: var(--home-font-display);
+  font-size: 20px;
+  font-weight: 500;
+  line-height: 1;
+  color: var(--openui-text-neutral-primary);
+}
+
+.heroTag {
+  display: inline-flex;
+  align-items: center;
+  margin-top: -3px;
+  padding: 2px 6px 3px;
+  border: 1px solid currentColor;
+  border-radius: 5px;
+  font-size: 17px;
+  line-height: 1;
+}
+
+.heroTitle {
+  display: flex;
+  flex-direction: column;
+  margin: 0;
+  font-family: var(--home-font-display);
+  font-size: 60px;
+  font-weight: 600;
+  line-height: 1;
+  letter-spacing: -1px;
+  color: var(--openui-text-neutral-primary);
+}
+
+.heroTitle span {
+  display: block;
+}
+
+.heroActions {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+}
+
+.heroButton {
+  height: 44px;
+  padding-left: 22px;
+  padding-right: 8px;
+  font-size: 15px;
+}
+
+.heroButton > span:last-child {
+  width: 28px;
+  height: 28px;
+}
+
+.actionIcon {
+  width: 15px;
+  height: 15px;
+}
+
+/* Overview ------------------------------------------------------------ */
+
+.heroGrid {
+  padding-top: 64px;
+}
+
+.heroGrid > figure,
+.sectionBody > figure {
+  width: 100%;
+  min-width: 0;
+  margin: 0;
+  padding: 0;
+  border-radius: 0;
+  background: transparent;
+  box-shadow: none;
+}
+
+.heroGrid > figure {
+  gap: 24px;
+}
+
+.heroGrid > figure > figcaption,
+.sectionBody > figure > figcaption {
+  display: flex;
+  flex-direction: row;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 32px;
+}
+
+.sectionBody > figure > figcaption > p:first-child {
+  padding: 8px 12px;
+  font-family: var(--home-font-mono);
+  font-size: 14px;
+  font-weight: 600;
+  line-height: normal;
+  letter-spacing: 1.12px;
+}
+
+/* The hero H1 already introduces the chart; keep its caption for screen
+   readers only. */
+.heroGrid > figure > figcaption {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  overflow: hidden;
+  clip: rect(0 0 0 0);
+  clip-path: inset(50%);
+  white-space: nowrap;
+}
+
+.heroGrid > figure > figcaption > p:nth-child(2),
+.sectionBody > figure > figcaption > p:nth-child(2) {
+  width: min(570px, 52%);
+  margin: 0;
+  font-family: var(--home-font-display);
+  font-size: 17px;
+  font-weight: 400;
+  line-height: 1.5;
+  text-align: right;
+}
+
+.sectionBody > figure > figcaption > p:nth-child(2) {
+  width: min(340px, 40%);
+}
+
+.heroStats {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 0;
+  margin-top: 88px;
+  border-top: 1px solid var(--home-hairline);
+}
+
+.stat {
+  position: relative;
+  display: flex;
+  min-width: 0;
+  flex-direction: column;
+  gap: 8px;
+  padding: 32px 40px 8px;
+  border-left: 1px solid var(--home-hairline);
+}
+
+.stat:first-child {
+  padding-left: 0;
+  border-left: 0;
+}
+
+.statValue {
+  font-family: var(--home-font-display);
+  font-size: 36px;
+  font-weight: 600;
+  line-height: 1.15;
+  letter-spacing: -0.5px;
+  color: var(--openui-text-neutral-primary);
+  font-variant-numeric: tabular-nums;
+}
+
+.statLabel {
+  font-size: 15px;
+  font-weight: 500;
+  line-height: 1.25;
+  color: var(--openui-text-neutral-primary);
+}
+
+.statNote {
+  overflow: hidden;
+  font-size: 14px;
+  font-weight: 400;
+  line-height: 1.45;
+  color: var(--openui-text-neutral-secondary);
+  text-overflow: ellipsis;
+}
+
+/* Headline results: the Cloud page's feature grid, holding our numbers. */
+.featureBand {
+  margin-top: 104px;
+}
+
+/* Shared Figma section shell ----------------------------------------- */
+
+.section {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+  gap: 48px;
+  padding-block: 112px;
+  scroll-margin-top: 64px;
+}
+
+.column > .section:first-child {
+  padding-top: 160px;
+}
+
+.sectionSpacious {
+  gap: 64px;
+}
+
+.sectionHeader {
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 48px;
+  min-height: 84px;
+}
+
+.sectionHeading {
+  display: flex;
+  flex-direction: column;
+  align-items: flex-start;
+  gap: 4px;
+  min-width: 0;
+}
+
+.bandLabel {
+  margin: 0 0 8px;
+  font-family: var(--home-font-mono);
+  font-size: 12px;
+  font-weight: 500;
+  line-height: 1.3;
+  letter-spacing: 0.06em;
+  text-transform: uppercase;
+  color: var(--openui-text-neutral-tertiary);
+}
+
+.sectionTitle,
+.sectionQuestion {
+  margin: 0;
+  font-family: var(--home-font-text);
+  font-size: 32px;
+  font-weight: 500;
+  line-height: 1.2;
+  letter-spacing: -0.5px;
+}
+
+.sectionTitle {
+  color: var(--openui-text-neutral-primary);
+}
+
+.sectionQuestion {
+  color: color-mix(in srgb, var(--openui-text-neutral-primary) 50%, transparent);
+}
+
+.sectionAside {
+  display: flex;
+  width: 340px;
+  min-width: 280px;
+  align-self: stretch;
+  flex-direction: column;
+  align-items: flex-end;
+  justify-content: space-between;
+  gap: 12px;
+  text-align: right;
+}
+
+/* data facts on the right, set like the Cloud feature cards' body text */
+.sectionAside p {
+  margin: 0;
+  font-family: var(--home-font-display);
+  font-size: 17px;
+  font-weight: 400;
+  line-height: 1.5;
+  color: color-mix(in srgb, var(--openui-text-neutral-primary) 50%, transparent);
+}
+
+/* the shared tertiary Button ("Read more") supplies its own type styles */
+.sectionAside a {
+  font-size: 15px;
+}
+
+.insightBar {
+  display: flex;
+  min-height: 47px;
+  align-items: center;
+  padding: 12px 16px;
+  border-left: 2px solid var(--openui-text-neutral-primary);
+  background: linear-gradient(
+    to right,
+    color-mix(in srgb, var(--openui-text-neutral-primary) 6%, transparent),
+    transparent
+  );
+}
+
+.insightBar p {
+  margin: 0;
+  font-size: 16px;
+  font-weight: 500;
+  line-height: 1.45;
+  color: var(--openui-text-neutral-primary);
+  text-wrap: pretty;
+}
+
+.sectionBody {
+  display: flex;
+  min-width: 0;
+  flex-direction: column;
+  gap: 48px;
+}
+
+.sectionSpacious .sectionBody {
+  gap: 72px;
+}
+
+.sectionBody > figure {
+  gap: 20px;
+}
+
+/* Section headings already name these single-view charts. Keep the internal
+   figcaptions available to screen readers without repeating them visually. */
+.sectionBare .sectionBody > figure {
+  position: relative;
+  gap: 18px;
+}
+
+.sectionBare .sectionBody > figure > figcaption {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  overflow: hidden;
+  clip: rect(0 0 0 0);
+  clip-path: inset(50%);
+  white-space: nowrap;
+}
+
+/* Tail links ---------------------------------------------------------- */
+
+/* Production: its own full-width band, like the Cloud page's enterprise
+   section — the grey page background against the white content above. */
+.productionBand {
+  width: 100%;
+  margin-top: 0;
+  padding-block: 140px;
+  background: var(--openui-background);
+}
+
+.productionBand .section,
+.productionBand .column > .section:first-child {
+  padding-block: 0;
+}
+
+.endLinks {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 32px;
+  padding-block: 64px 32px;
+  font-size: 15px;
+  font-weight: 500;
+}
+
+.endLinks a {
+  color: var(--openui-text-neutral-primary);
+  text-decoration: underline;
+  text-decoration-color: color-mix(in srgb, currentColor 35%, transparent);
+  text-underline-offset: 3px;
+}
+
+.endLinks a:hover {
+  text-decoration-color: currentColor;
+}
+
+@media (max-width: 900px) {
+  .heroStats {
+    grid-template-columns: 1fr;
+    border-top: 0;
+  }
+
+  .stat {
+    padding: 20px 0 12px;
+    border-left: 0;
+    border-top: 1px solid var(--home-hairline);
+  }
+
+  .stat:first-child {
+    border-top: 0;
+    padding-top: 0;
+  }
+}
+
+@media (max-width: 767px) {
+  .hero,
+  .heroGrid,
+  .column {
+    width: calc(100% - 32px);
+  }
+
+  .hero {
+    padding-block: 112px 24px;
+  }
+
+  .heroLockup {
+    gap: 28px;
+  }
+
+  .heroCopy {
+    gap: 18px;
+  }
+
+  .heroEyebrow {
+    font-size: 18px;
+  }
+
+  .heroTag {
+    font-size: 15px;
+  }
+
+  .heroTitle {
+    font-size: clamp(38px, 11.5vw, 48px);
+    line-height: 1.12;
+  }
+
+  .heroTitle span {
+    display: inline;
+  }
+
+  .heroActions {
+    width: min(100%, 320px);
+    flex-direction: column;
+    align-items: stretch;
+  }
+
+  .heroGrid {
+    padding-top: 48px;
+  }
+
+  .heroGrid > figure > figcaption,
+  .sectionBody > figure > figcaption {
+    flex-direction: column;
+    gap: 16px;
+  }
+
+  .heroGrid > figure > figcaption > p:nth-child(2),
+  .sectionBody > figure > figcaption > p:nth-child(2) {
+    width: 100%;
+    text-align: left;
+  }
+
+  .heroStats {
+    margin-top: 40px;
+  }
+
+  .section,
+  .sectionSpacious {
+    gap: 32px;
+    padding-block: 56px;
+  }
+
+  .column > .section:first-child {
+    padding-top: 96px;
+  }
+
+  .productionBand {
+    margin-top: 48px;
+    padding-block: 72px;
+  }
+
+  .sectionHeader {
+    min-height: 0;
+    flex-direction: column;
+    gap: 24px;
+  }
+
+  .sectionTitle,
+  .sectionQuestion {
+    font-size: 24px;
+    letter-spacing: 0;
+  }
+
+  .sectionAside {
+    width: 100%;
+    min-width: 0;
+    align-items: flex-start;
+    text-align: left;
+  }
+
+  .sectionAside p {
+    font-size: 15px;
+  }
+
+  /* the deliberate two-line breaks are tuned for the desktop column width */
+  .sectionAside p br {
+    display: none;
+  }
+
+  .sectionAside a {
+    padding-inline: 0;
+  }
+
+  .insightBar {
+    align-items: flex-start;
+  }
+
+  .insightBar p {
+    font-size: 15px;
+  }
+
+  .sectionBody,
+  .sectionSpacious .sectionBody {
+    gap: 40px;
+  }
+
+  .endLinks {
+    gap: 20px;
+    padding-bottom: 64px;
+  }
+}
+
+[data-theme="dark"] .page {
+  background: #000;
+}
+
+[data-theme="dark"] .productionBand {
+  background: color-mix(in srgb, #fff 4%, #000);
+}
diff --git a/docs/app/(home)/benchmarks/data.csv/route.ts b/docs/app/(home)/benchmarks/data.csv/route.ts
new file mode 100644
index 000000000..074a4ca9c
--- /dev/null
+++ b/docs/app/(home)/benchmarks/data.csv/route.ts
@@ -0,0 +1,14 @@
+import { modelBoardCsv } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export function GET() {
+  return new Response(`${modelBoardCsv()}\n`, {
+    headers: {
+      "Content-Type": "text/csv; charset=utf-8",
+      "Cache-Control": "public, max-age=0, s-maxage=86400, stale-while-revalidate=604800",
+      "Content-Disposition": 'inline; filename="openui-model-board.csv"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/data.json/route.ts b/docs/app/(home)/benchmarks/data.json/route.ts
new file mode 100644
index 000000000..956f70f60
--- /dev/null
+++ b/docs/app/(home)/benchmarks/data.json/route.ts
@@ -0,0 +1,14 @@
+import { benchmarkAgentDataset } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export function GET() {
+  return Response.json(benchmarkAgentDataset, {
+    headers: {
+      "Cache-Control": "public, max-age=0, s-maxage=86400, stale-while-revalidate=604800",
+      "Content-Disposition": 'inline; filename="openui-generative-ui-benchmark.json"',
+      Link: `<${benchmarkAgentDataset.$schema}>; rel="describedby"`,
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/data.schema.json/route.ts b/docs/app/(home)/benchmarks/data.schema.json/route.ts
new file mode 100644
index 000000000..d20ec81f5
--- /dev/null
+++ b/docs/app/(home)/benchmarks/data.schema.json/route.ts
@@ -0,0 +1,14 @@
+import { benchmarkDataSchema } from "@/lib/benchmark-data-schema";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export function GET() {
+  return Response.json(benchmarkDataSchema, {
+    headers: {
+      "Content-Type": "application/schema+json; charset=utf-8",
+      "Cache-Control": "public, max-age=0, s-maxage=86400, stale-while-revalidate=604800",
+      "Content-Disposition": 'inline; filename="openui-generative-ui-benchmark.schema.json"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/framework/agent.md/route.ts b/docs/app/(home)/benchmarks/framework/agent.md/route.ts
new file mode 100644
index 000000000..2ab33fbf3
--- /dev/null
+++ b/docs/app/(home)/benchmarks/framework/agent.md/route.ts
@@ -0,0 +1,14 @@
+import { frameworkBenchmarkMarkdown } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return new Response(frameworkBenchmarkMarkdown(), {
+    headers: {
+      "Content-Type": "text/markdown; charset=utf-8",
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="generative-ui-framework-benchmark.md"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/framework/data.csv/route.ts b/docs/app/(home)/benchmarks/framework/data.csv/route.ts
new file mode 100644
index 000000000..3f4e3ff1a
--- /dev/null
+++ b/docs/app/(home)/benchmarks/framework/data.csv/route.ts
@@ -0,0 +1,14 @@
+import { frameworkComparisonCsv } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return new Response(frameworkComparisonCsv(), {
+    headers: {
+      "Content-Type": "text/csv; charset=utf-8",
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="generative-ui-framework-benchmark.csv"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/framework/data.json/route.ts b/docs/app/(home)/benchmarks/framework/data.json/route.ts
new file mode 100644
index 000000000..d7b882ce5
--- /dev/null
+++ b/docs/app/(home)/benchmarks/framework/data.json/route.ts
@@ -0,0 +1,13 @@
+import { frameworkBenchmarkDataset } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return Response.json(frameworkBenchmarkDataset, {
+    headers: {
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="generative-ui-framework-benchmark.json"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/framework/page.tsx b/docs/app/(home)/benchmarks/framework/page.tsx
new file mode 100644
index 000000000..7a8f60390
--- /dev/null
+++ b/docs/app/(home)/benchmarks/framework/page.tsx
@@ -0,0 +1,241 @@
+import {
+  BENCHMARK_CANONICAL_URL,
+  BENCHMARK_UPDATED_ISO,
+  FRAMEWORK_BENCHMARK_URL,
+  formatComparisonRows,
+  formatSummaryRows,
+} from "@/lib/benchmark-agent-data";
+import { BRIEFS, LINKS, MODELS, RUNS_PER_FORMAT, RUNS_TOTAL } from "@/lib/benchmark-data";
+import type { Metadata } from "next";
+import { BenchmarkDetailPage } from "../BenchmarkDetailPage";
+
+export const metadata: Metadata = {
+  title: "Generative UI framework benchmark | OpenUI",
+  description:
+    "Compare OpenUI, Google A2UI, and Vercel json-render across six models and 46 interface briefs, with exact server-rendered results and downloads.",
+  alternates: {
+    canonical: "/benchmarks/framework",
+    types: {
+      "application/json": "/benchmarks/framework/data.json",
+      "text/csv": "/benchmarks/framework/data.csv",
+      "text/markdown": "/benchmarks/framework/agent.md",
+    },
+  },
+  openGraph: {
+    type: "article",
+    url: "/benchmarks/framework",
+    title: "Generative UI framework benchmark",
+    description: "OpenUI versus Google A2UI versus Vercel json-render under one condition.",
+    modifiedTime: BENCHMARK_UPDATED_ISO,
+  },
+};
+
+const structuredData = {
+  "@context": "https://schema.org",
+  "@type": "Dataset",
+  "@id": `${FRAMEWORK_BENCHMARK_URL}#dataset`,
+  name: "Generative UI framework benchmark",
+  description:
+    "OpenUI, Google A2UI, and Vercel json-render compared across six models and 46 interface briefs.",
+  url: FRAMEWORK_BENCHMARK_URL,
+  dateModified: BENCHMARK_UPDATED_ISO,
+  isPartOf: { "@id": `${BENCHMARK_CANONICAL_URL}#dataset` },
+  isBasedOn: LINKS.rawData,
+  measurementTechnique: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  variableMeasured: [
+    "Structural validity percentage",
+    "Render success percentage",
+    "Cost per 46-screen pass in USD",
+  ],
+  distribution: [
+    {
+      "@type": "DataDownload",
+      encodingFormat: "application/json",
+      contentUrl: `${FRAMEWORK_BENCHMARK_URL}/data.json`,
+    },
+    {
+      "@type": "DataDownload",
+      encodingFormat: "text/csv",
+      contentUrl: `${FRAMEWORK_BENCHMARK_URL}/data.csv`,
+    },
+    {
+      "@type": "DataDownload",
+      encodingFormat: "text/markdown",
+      contentUrl: `${FRAMEWORK_BENCHMARK_URL}/agent.md`,
+    },
+  ],
+};
+
+export default function FrameworkBenchmarkPage() {
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{
+          __html: JSON.stringify(structuredData).replaceAll("<", "\\u003c"),
+        }}
+      />
+      <BenchmarkDetailPage
+        eyebrow="Generative UI benchmark · Frameworks"
+        title="Generative UI framework benchmark"
+        description="How do OpenUI, Google A2UI, and Vercel json-render compare under the same briefs and generation condition?"
+        sections={[
+          { id: "answer", label: "What this answers" },
+          { id: "summary", label: "Format summary" },
+          { id: "results", label: "Results by model" },
+          { id: "condition", label: "Controlled condition" },
+          { id: "downloads", label: "Agent-readable data" },
+        ]}
+        sibling={{ href: "/benchmarks/language", label: "Language/model benchmark" }}
+        downloads={[
+          { href: "/benchmarks/framework/agent.md", label: "Agent Markdown" },
+          { href: "/benchmarks/framework/data.json", label: "JSON" },
+          { href: "/benchmarks/framework/data.csv", label: "CSV" },
+          { href: LINKS.rawData, label: "Published raw results", external: true },
+          { href: "/benchmarks/data.json", label: "Combined dataset" },
+        ]}
+      >
+        <section id="answer" aria-labelledby="answer-heading">
+          <h2 id="answer-heading">What this benchmark answers</h2>
+          <p>
+            This is a controlled comparison of three generative UI formats: OpenUI, Google A2UI, and
+            Vercel json-render. It covers {MODELS.length} models, {BRIEFS} briefs, and four
+            generations per brief: {RUNS_PER_FORMAT.toLocaleString("en-US")} runs per format and{" "}
+            {RUNS_TOTAL.toLocaleString("en-US")} scored runs in total.
+          </p>
+          <p>
+            Structural validity and render success are separate. A generation can put something on
+            screen while still failing the complete structural checks.
+          </p>
+        </section>
+
+        <section id="summary" aria-labelledby="summary-heading">
+          <h2 id="summary-heading">Format summary</h2>
+          <div className="not-prose overflow-x-auto">
+            <table className="w-full min-w-[680px] border-collapse text-left text-sm">
+              <caption className="sr-only">Summary results for each generative UI format</caption>
+              <thead>
+                <tr className="border-b border-[color:var(--home-hairline)]">
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Format
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Structural validity
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Render success
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Blank screens
+                  </th>
+                  <th scope="col" className="py-3 text-right font-medium">
+                    Runs
+                  </th>
+                </tr>
+              </thead>
+              <tbody>
+                {formatSummaryRows.map((row) => (
+                  <tr key={row.format_id} className="border-b border-[color:var(--home-hairline)]">
+                    <th scope="row" className="py-3 pr-5 font-medium">
+                      {row.format_name}
+                    </th>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.validity_score_percent.toFixed(1)}%
+                    </td>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.render_rate_percent.toFixed(1)}%
+                    </td>
+                    <td className="py-3 pr-5 text-right tabular-nums">{row.blank_screens}</td>
+                    <td className="py-3 text-right tabular-nums">
+                      {row.runs.toLocaleString("en-US")}
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </section>
+
+        <section id="results" aria-labelledby="results-heading">
+          <h2 id="results-heading">Results by model and format</h2>
+          <div className="not-prose overflow-x-auto">
+            <table className="w-full min-w-[800px] border-collapse text-left text-sm">
+              <caption className="sr-only">
+                Structural validity, render success, and cost by model and format
+              </caption>
+              <thead>
+                <tr className="border-b border-[color:var(--home-hairline)]">
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Model
+                  </th>
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Format
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Valid runs
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Validity
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Render success
+                  </th>
+                  <th scope="col" className="py-3 text-right font-medium">
+                    Cost / 46 screens
+                  </th>
+                </tr>
+              </thead>
+              <tbody>
+                {formatComparisonRows.map((row) => (
+                  <tr
+                    key={`${row.model_id}-${row.format_id}`}
+                    className="border-b border-[color:var(--home-hairline)]"
+                  >
+                    <th scope="row" className="py-3 pr-5 font-medium">
+                      {row.model_name}
+                    </th>
+                    <td className="py-3 pr-5">{row.format_name}</td>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.valid_runs}/{row.total_runs}
+                    </td>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.validity_score_percent.toFixed(1)}%
+                    </td>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.render_rate_percent.toFixed(1)}%
+                    </td>
+                    <td className="py-3 text-right tabular-nums">
+                      {row.cost_per_46_screen_pass_usd === null
+                        ? "Not available"
+                        : `$${row.cost_per_46_screen_pass_usd.toFixed(2)}`}
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </section>
+
+        <section id="condition" aria-labelledby="condition-heading">
+          <h2 id="condition-heading">Controlled condition</h2>
+          <ul>
+            <li>One shared catalog of 70 equivalent components.</li>
+            <li>Each format uses the prompt generated by its own SDK.</li>
+            <li>The same two worked examples are carried by all three prompts.</li>
+            <li>Four generations per brief and a 16,384-token output ceiling.</li>
+            <li>Temperature 0.7 where supported, with minimal or no reasoning.</li>
+            <li>
+              Each SDK&rsquo;s shipped validation plus one identical shared completeness layer and
+              component-count floor.
+            </li>
+          </ul>
+          <p>
+            Published website values use the preserved lang-core 0.2.11 scorer tag. The benchmark
+            repository now defaults to 0.2.15; do not compare those regimes row by row. See the{` `}
+            <a href="/benchmarks/methodology">complete methodology and reproduction steps</a>.
+          </p>
+        </section>
+      </BenchmarkDetailPage>
+    </>
+  );
+}
diff --git a/docs/app/(home)/benchmarks/language/agent.md/route.ts b/docs/app/(home)/benchmarks/language/agent.md/route.ts
new file mode 100644
index 000000000..e342af7bc
--- /dev/null
+++ b/docs/app/(home)/benchmarks/language/agent.md/route.ts
@@ -0,0 +1,14 @@
+import { languageBenchmarkMarkdown } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return new Response(languageBenchmarkMarkdown(), {
+    headers: {
+      "Content-Type": "text/markdown; charset=utf-8",
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="openui-language-model-benchmark.md"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/language/data.csv/route.ts b/docs/app/(home)/benchmarks/language/data.csv/route.ts
new file mode 100644
index 000000000..7ee789339
--- /dev/null
+++ b/docs/app/(home)/benchmarks/language/data.csv/route.ts
@@ -0,0 +1,14 @@
+import { modelBoardCsv } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return new Response(modelBoardCsv(), {
+    headers: {
+      "Content-Type": "text/csv; charset=utf-8",
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="openui-language-model-benchmark.csv"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/language/data.json/route.ts b/docs/app/(home)/benchmarks/language/data.json/route.ts
new file mode 100644
index 000000000..2b169859f
--- /dev/null
+++ b/docs/app/(home)/benchmarks/language/data.json/route.ts
@@ -0,0 +1,13 @@
+import { languageBenchmarkDataset } from "@/lib/benchmark-agent-data";
+
+export const dynamic = "force-static";
+export const revalidate = false;
+
+export async function GET() {
+  return Response.json(languageBenchmarkDataset, {
+    headers: {
+      "Cache-Control": "public, max-age=0, must-revalidate",
+      "Content-Disposition": 'inline; filename="openui-language-model-benchmark.json"',
+    },
+  });
+}
diff --git a/docs/app/(home)/benchmarks/language/page.tsx b/docs/app/(home)/benchmarks/language/page.tsx
new file mode 100644
index 000000000..9e3846046
--- /dev/null
+++ b/docs/app/(home)/benchmarks/language/page.tsx
@@ -0,0 +1,194 @@
+import {
+  BENCHMARK_CANONICAL_URL,
+  LANGUAGE_BENCHMARK_URL,
+  MODEL_BOARD_UPDATED_ISO,
+  modelBoardRows,
+} from "@/lib/benchmark-agent-data";
+import { BRIEFS } from "@/lib/benchmark-data";
+import type { Metadata } from "next";
+import { BenchmarkDetailPage } from "../BenchmarkDetailPage";
+
+export const metadata: Metadata = {
+  title: "OpenUI language and model benchmark | OpenUI",
+  description:
+    "Compare structural validity and measured cost across 30 models generating OpenUI, with exact server-rendered data and machine-readable downloads.",
+  alternates: {
+    canonical: "/benchmarks/language",
+    types: {
+      "application/json": "/benchmarks/language/data.json",
+      "text/csv": "/benchmarks/language/data.csv",
+      "text/markdown": "/benchmarks/language/agent.md",
+    },
+  },
+  openGraph: {
+    type: "article",
+    url: "/benchmarks/language",
+    title: "OpenUI language and model benchmark",
+    description: "Structural validity and cost across 30 models generating OpenUI.",
+    modifiedTime: MODEL_BOARD_UPDATED_ISO,
+  },
+};
+
+const structuredData = {
+  "@context": "https://schema.org",
+  "@type": "Dataset",
+  "@id": `${LANGUAGE_BENCHMARK_URL}#dataset`,
+  name: "OpenUI language and model benchmark",
+  description: "Structural validity and measured cost across 30 models generating OpenUI.",
+  url: LANGUAGE_BENCHMARK_URL,
+  dateModified: MODEL_BOARD_UPDATED_ISO,
+  isPartOf: { "@id": `${BENCHMARK_CANONICAL_URL}#dataset` },
+  measurementTechnique: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  variableMeasured: ["Structural validity percentage", "Cost per task in USD"],
+  distribution: [
+    {
+      "@type": "DataDownload",
+      encodingFormat: "application/json",
+      contentUrl: `${LANGUAGE_BENCHMARK_URL}/data.json`,
+    },
+    {
+      "@type": "DataDownload",
+      encodingFormat: "text/csv",
+      contentUrl: `${LANGUAGE_BENCHMARK_URL}/data.csv`,
+    },
+    {
+      "@type": "DataDownload",
+      encodingFormat: "text/markdown",
+      contentUrl: `${LANGUAGE_BENCHMARK_URL}/agent.md`,
+    },
+  ],
+};
+
+const costLabel = (row: (typeof modelBoardRows)[number]) =>
+  row.cost_per_task_usd === null
+    ? "Not comparable"
+    : row.cost_per_task_usd === 0
+      ? "$0 / free"
+      : `$${row.cost_per_task_usd.toFixed(4)}`;
+
+export default function LanguageBenchmarkPage() {
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{
+          __html: JSON.stringify(structuredData).replaceAll("<", "\\u003c"),
+        }}
+      />
+      <BenchmarkDetailPage
+        eyebrow="OpenUI benchmark · Models"
+        title="OpenUI language and model benchmark"
+        description="How reliably and economically do different models generate structurally valid OpenUI?"
+        sections={[
+          { id: "answer", label: "What this answers" },
+          { id: "results", label: "All model results" },
+          { id: "interpretation", label: "How to interpret it" },
+          { id: "downloads", label: "Agent-readable data" },
+        ]}
+        sibling={{ href: "/benchmarks/framework", label: "Framework benchmark" }}
+        downloads={[
+          { href: "/benchmarks/language/agent.md", label: "Agent Markdown" },
+          { href: "/benchmarks/language/data.json", label: "JSON" },
+          { href: "/benchmarks/language/data.csv", label: "CSV" },
+          { href: "/benchmarks/data.json", label: "Combined dataset" },
+        ]}
+      >
+        <section id="answer" aria-labelledby="answer-heading">
+          <h2 id="answer-heading">What this benchmark answers</h2>
+          <p>
+            This benchmark compares {modelBoardRows.length} models under the same OpenUI task:{" "}
+            {BRIEFS} interface briefs, four generations per brief, scored for structural validity.
+            The chart pairs that score with measured list-price cost per generated task where a
+            comparable API price exists.
+          </p>
+          <p>
+            A high score means the generated component graph parsed, produced a root, resolved its
+            references, used valid required and enum props, avoided truncation, and met the shared
+            component-count floor. It is not a general intelligence score.
+          </p>
+        </section>
+
+        <section id="results" aria-labelledby="results-heading">
+          <h2 id="results-heading">All model results</h2>
+          <p>
+            All {modelBoardRows.length} rows are present below, including the five compact or local
+            models hidden in the visual chart&rsquo;s default 20–100% view.
+          </p>
+          <div className="not-prose overflow-x-auto">
+            <table className="w-full min-w-[760px] border-collapse text-left text-sm">
+              <caption className="sr-only">
+                OpenUI structural validity and measured cost across models
+              </caption>
+              <thead>
+                <tr className="border-b border-[color:var(--home-hairline)]">
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Model
+                  </th>
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Provider
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Valid
+                  </th>
+                  <th scope="col" className="py-3 pr-5 text-right font-medium">
+                    Cost / task
+                  </th>
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Pricing
+                  </th>
+                  <th scope="col" className="py-3 pr-5 font-medium">
+                    Pareto
+                  </th>
+                  <th scope="col" className="py-3 font-medium">
+                    Default view
+                  </th>
+                </tr>
+              </thead>
+              <tbody>
+                {modelBoardRows.map((row) => (
+                  <tr key={row.model_id} className="border-b border-[color:var(--home-hairline)]">
+                    <th scope="row" className="py-3 pr-5 font-medium">
+                      {row.model_name}
+                    </th>
+                    <td className="py-3 pr-5">{row.provider}</td>
+                    <td className="py-3 pr-5 text-right tabular-nums">
+                      {row.validity_score_percent.toFixed(1)}%
+                    </td>
+                    <td className="py-3 pr-5 text-right tabular-nums">{costLabel(row)}</td>
+                    <td className="py-3 pr-5">{row.cost_type}</td>
+                    <td className="py-3 pr-5">{row.pareto_frontier ? "Yes" : "No"}</td>
+                    <td className="py-3">{row.default_selected ? "Shown" : "Hidden"}</td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </section>
+
+        <section id="interpretation" aria-labelledby="interpretation-heading">
+          <h2 id="interpretation-heading">How to interpret it</h2>
+          <ul>
+            <li>Provider color identifies a company; it is not a quality highlight.</li>
+            <li>
+              A Pareto point is not dominated on both measured cost and structural validity. It is
+              not a general model ranking.
+            </li>
+            <li>
+              Self-hosted cost is recorded as null because there is no comparable API list price.
+              Null does not mean free.
+            </li>
+            <li>
+              The website values use the preserved lang-core 0.2.11 scorer regime. The source
+              repository now defaults to 0.2.15, and the two result sets are not comparable row by
+              row.
+            </li>
+          </ul>
+          <p>
+            The exact generation and scoring condition is documented on the{` `}
+            <a href="/benchmarks/methodology">methodology page</a>.
+          </p>
+        </section>
+      </BenchmarkDetailPage>
+    </>
+  );
+}
diff --git a/docs/app/(home)/benchmarks/methodology/page.tsx b/docs/app/(home)/benchmarks/methodology/page.tsx
new file mode 100644
index 000000000..de4968689
--- /dev/null
+++ b/docs/app/(home)/benchmarks/methodology/page.tsx
@@ -0,0 +1,228 @@
+import { Footer } from "@/app/(home)/sections/Footer/Footer";
+import { BENCHMARK_CANONICAL_URL } from "@/lib/benchmark-agent-data";
+import {
+  BENCHMARK_REPOSITORY,
+  BRIEFS,
+  CATALOG_COMPONENTS,
+  FORMATS,
+  LINKS,
+  MODELS,
+  PUBLISHED_SCORER_TAG,
+  RUNS_PER_FORMAT,
+} from "@/lib/benchmark-data";
+import { ArrowRight, ArrowUpRight } from "lucide-react";
+import type { Metadata } from "next";
+import { BevelButton } from "../../components/Button/BevelButton";
+import benchmarkStyles from "../benchmarks.module.css";
+
+export const metadata: Metadata = {
+  title: "Benchmark methodology | OpenUI",
+  description:
+    "How the OpenUI generative UI benchmark is run and scored: 46 briefs, 70 equivalent components, controlled generation settings, and SDK-native validation.",
+  alternates: { canonical: "/benchmarks/methodology" },
+  openGraph: {
+    type: "article",
+    url: "/benchmarks/methodology",
+    title: "Generative UI benchmark methodology | OpenUI",
+    description: "A concise explanation of how the benchmark is generated and scored.",
+    modifiedTime: "2026-08-26",
+  },
+};
+
+const SECTIONS = [
+  { id: "setup", label: "Benchmark setup" },
+  { id: "scoring", label: "What counts as valid" },
+  { id: "reproduce", label: "Reproduce the results" },
+  { id: "notes", label: "Important notes" },
+] as const;
+
+const structuredData = {
+  "@context": "https://schema.org",
+  "@type": "TechArticle",
+  "@id": `${BENCHMARK_CANONICAL_URL}/methodology#article`,
+  headline: "Generative UI benchmark methodology",
+  description: "How the OpenUI generative UI benchmark is generated, scored, and reproduced.",
+  url: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  dateModified: "2026-08-26",
+  author: { "@type": "Organization", name: "OpenUI by Thesys" },
+  isPartOf: { "@id": `${BENCHMARK_CANONICAL_URL}#dataset` },
+  codeRepository: BENCHMARK_REPOSITORY,
+};
+
+export default function BenchmarkMethodologyPage() {
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{
+          __html: JSON.stringify(structuredData).replaceAll("<", "\\u003c"),
+        }}
+      />
+      <div className="min-h-screen bg-[linear-gradient(to_bottom,var(--openui-foreground),var(--openui-background)_10rem,var(--openui-background)_calc(100%_-_10rem),var(--openui-foreground))] [[data-theme=dark]_&]:bg-[linear-gradient(to_bottom,#000,var(--swatch-neutral-950)_28rem,var(--swatch-neutral-950)_calc(100%_-_28rem),#000)]">
+        <main className="mx-auto flex w-full max-w-[var(--home-container-wide)] gap-4 px-4 pt-16 pb-40 lg:gap-28 lg:pr-8 min-[1249px]:pl-0 min-[1024px]:max-[1248px]:pl-8">
+          <aside className="hidden w-56 shrink-0 lg:block">
+            <div className="sticky top-24">
+              <p className="mb-3 text-sm font-medium text-fd-foreground">On this page</p>
+              <ul className="space-y-2 text-sm text-[color:var(--openui-text-neutral-tertiary)]">
+                {SECTIONS.map((section) => (
+                  <li key={section.id}>
+                    <a href={`#${section.id}`}>{section.label}</a>
+                  </li>
+                ))}
+              </ul>
+            </div>
+          </aside>
+
+          <div className="min-w-0 flex-1">
+            <h1 className="mb-2 text-[length:var(--home-title-size)] font-[family-name:var(--home-font-display)] font-medium leading-[var(--home-title-leading)] tracking-[var(--home-title-tracking)] text-[color:var(--openui-text-neutral-primary)]">
+              Methodology
+            </h1>
+            <p className="mb-4 text-[length:var(--home-lead-size)] font-[family-name:var(--home-font-text)] leading-[var(--home-lead-leading)] text-[color:var(--openui-text-neutral-secondary)]">
+              One catalog, the same 46 interface briefs, and a shared scoring standard.
+            </p>
+            <nav
+              aria-label="Methodology actions"
+              className="flex flex-wrap items-center gap-2 border-b border-[color:var(--home-hairline)] pb-6"
+            >
+              <BevelButton
+                href="/benchmarks"
+                label="Benchmark"
+                variant="secondary"
+                className={benchmarkStyles.heroButton}
+                badge={
+                  <ArrowRight
+                    className={benchmarkStyles.actionIcon}
+                    strokeWidth={2.25}
+                    aria-hidden="true"
+                  />
+                }
+              />
+              <BevelButton
+                href={BENCHMARK_REPOSITORY}
+                label="Source"
+                variant="secondary"
+                className={benchmarkStyles.heroButton}
+                external
+                badge={
+                  <ArrowUpRight
+                    className={benchmarkStyles.actionIcon}
+                    strokeWidth={2.25}
+                    aria-hidden="true"
+                  />
+                }
+              />
+            </nav>
+
+            <article className="prose mt-8 min-w-0">
+              <section id="setup" aria-labelledby="setup-heading">
+                <h2 id="setup-heading">Benchmark setup</h2>
+                <p>
+                  We test how reliably models generate working interfaces, without telling them
+                  which components or layouts to use.
+                </p>
+                <ul>
+                  <li>
+                    <strong>{BRIEFS} briefs</strong> across five complexity bands, from simple
+                    screens to dense workspaces.
+                  </li>
+                  <li>
+                    <strong>{CATALOG_COMPONENTS} equivalent components</strong> available to every
+                    format.
+                  </li>
+                  <li>
+                    <strong>Four generations per brief</strong>, with a 16,384-token output limit.
+                  </li>
+                  <li>
+                    <strong>Temperature 0.7</strong> where supported, with minimal or no reasoning.
+                  </li>
+                </ul>
+                <p>
+                  For the framework comparison, the same briefs run across {MODELS.length} models
+                  and {FORMATS.length} formats: OpenUI, Google A2UI, and Vercel json-render. That is{" "}
+                  {RUNS_PER_FORMAT.toLocaleString("en-US")} generations per format.
+                </p>
+                <p>
+                  Each format uses the prompt generated by its own SDK. All three receive the same
+                  two worked examples, and their component catalogs are checked against one shared
+                  reference catalog.
+                </p>
+              </section>
+
+              <section id="scoring" aria-labelledby="scoring-heading">
+                <h2 id="scoring-heading">What counts as valid</h2>
+                <p>
+                  Each format is parsed and validated by its own shipped SDK, followed by the same
+                  completeness checks for all three formats.
+                </p>
+                <p>A generation passes structural validity when it:</p>
+                <ul>
+                  <li>parses and produces a root;</li>
+                  <li>uses known components and valid required or enum props;</li>
+                  <li>resolves every reference, with nothing orphaned;</li>
+                  <li>does not end because it hit the output limit; and</li>
+                  <li>
+                    contains at least as many reachable components as the brief has requirements.
+                  </li>
+                </ul>
+                <p>
+                  <strong>Render success is separate.</strong> It records whether a non-blank screen
+                  appeared at all. A screen can render and still fail structural validity.
+                </p>
+              </section>
+
+              <section id="reproduce" aria-labelledby="reproduce-heading">
+                <h2 id="reproduce-heading">Reproduce the results</h2>
+                <p>
+                  Raw model outputs and scored verdicts are committed to the benchmark repository.
+                  The scorer runs offline, so the published outputs can be rescored without model
+                  API keys. Recreating the committed result files with no diff is the integrity
+                  check.
+                </p>
+                <p>
+                  The repository README contains the exact Node and A2UI Python setup, plus commands
+                  for rescoring one model or the full benchmark.
+                </p>
+                <p>
+                  <a href={LINKS.latestReadme}>Read the reproduction instructions</a> or inspect the{" "}
+                  <a href={LINKS.rawOutputs}>published raw outputs</a>.
+                </p>
+              </section>
+
+              <section id="notes" aria-labelledby="notes-heading">
+                <h2 id="notes-heading">Important notes</h2>
+                <div className="not-prose my-6 border-l-2 border-[color:var(--openui-text-neutral-primary)] pl-5 text-sm leading-6 text-[color:var(--openui-text-neutral-secondary)]">
+                  Website results use the preserved <strong>lang-core 0.2.11</strong> scorer. The
+                  repository now defaults to <strong>0.2.15</strong>. Those two scorer versions are
+                  not comparable row by row. The published version is preserved at{` `}
+                  <a className="underline underline-offset-4" href={LINKS.harness}>
+                    {PUBLISHED_SCORER_TAG}
+                  </a>
+                  .
+                </div>
+                <ul>
+                  <li>
+                    The component-count floor prevents tiny valid outputs from passing, but it does
+                    not judge visual quality or prove every requirement was understood.
+                  </li>
+                  <li>
+                    Cost uses measured tokens and list prices. Hidden reasoning tokens can make the
+                    actual bill higher.
+                  </li>
+                  <li>
+                    Self-hosted model costs are marked as not comparable rather than treated as
+                    free.
+                  </li>
+                  <li>
+                    OpenUI built this benchmark. The method and outputs are published so the results
+                    can be inspected and challenged.
+                  </li>
+                </ul>
+              </section>
+            </article>
+          </div>
+        </main>
+      </div>
+      <Footer />
+    </>
+  );
+}
diff --git a/docs/app/(home)/benchmarks/page.tsx b/docs/app/(home)/benchmarks/page.tsx
new file mode 100644
index 000000000..94f42fcdb
--- /dev/null
+++ b/docs/app/(home)/benchmarks/page.tsx
@@ -0,0 +1,116 @@
+import {
+  BENCHMARK_CANONICAL_URL,
+  BENCHMARK_DATASET_NAME,
+  BENCHMARK_UPDATED_ISO,
+  FRAMEWORK_BENCHMARK_URL,
+  LANGUAGE_BENCHMARK_URL,
+  MODEL_BOARD_UPDATED_ISO,
+} from "@/lib/benchmark-agent-data";
+import { BENCHMARK_VERSION, LINKS } from "@/lib/benchmark-data";
+import type { Metadata } from "next";
+import { Footer } from "../sections/Footer/Footer";
+import { BenchmarksContent } from "./BenchmarksContent";
+
+export const metadata: Metadata = {
+  title: "Benchmarks | OpenUI",
+  description: `We generated the same 46 interfaces with 6 models and 3 UI formats. OpenUI produced the fewest blank screens, used the fewest tokens, and cost the least on every priced model.`,
+  alternates: {
+    canonical: "/benchmarks",
+    types: {
+      "application/json": "/benchmarks/data.json",
+      "application/schema+json": "/benchmarks/data.schema.json",
+      "text/csv": "/benchmarks/data.csv",
+      "text/markdown": "/benchmarks/agent.md",
+    },
+  },
+  openGraph: {
+    type: "article",
+    url: "/benchmarks",
+    title: "Generative UI Benchmark | OpenUI",
+    description:
+      "OpenUI results across 30 models, plus a six-model comparison across OpenUI, A2UI and json-render.",
+    modifiedTime: MODEL_BOARD_UPDATED_ISO,
+  },
+  twitter: {
+    card: "summary_large_image",
+    title: "Generative UI Benchmark | OpenUI",
+    description:
+      "OpenUI results across 30 models, plus a six-model comparison across OpenUI, A2UI and json-render.",
+  },
+};
+
+const structuredData = {
+  "@context": "https://schema.org",
+  "@graph": [
+    {
+      "@type": "Dataset",
+      "@id": `${BENCHMARK_CANONICAL_URL}#dataset`,
+      name: BENCHMARK_DATASET_NAME,
+      description:
+        "OpenUI benchmark measurements across 30 models, plus a controlled six-model comparison of OpenUI, A2UI and json-render over 46 interface briefs.",
+      url: BENCHMARK_CANONICAL_URL,
+      version: BENCHMARK_VERSION,
+      dateModified: MODEL_BOARD_UPDATED_ISO,
+      creator: { "@type": "Organization", name: "OpenUI by Thesys", url: "https://www.openui.com" },
+      isBasedOn: LINKS.rawData,
+      measurementTechnique: `${BENCHMARK_CANONICAL_URL}/methodology`,
+      variableMeasured: [
+        "Structural validity percentage",
+        "Render success percentage",
+        "Cost per task in USD",
+        "Token consumption",
+        "Estimated streaming time",
+      ],
+      distribution: [
+        {
+          "@type": "DataDownload",
+          encodingFormat: "application/json",
+          contentUrl: `${BENCHMARK_CANONICAL_URL}/data.json`,
+        },
+        {
+          "@type": "DataDownload",
+          encodingFormat: "text/csv",
+          contentUrl: `${BENCHMARK_CANONICAL_URL}/data.csv`,
+        },
+        {
+          "@type": "DataDownload",
+          encodingFormat: "text/markdown",
+          contentUrl: `${BENCHMARK_CANONICAL_URL}/agent.md`,
+        },
+      ],
+      subjectOf: `${BENCHMARK_CANONICAL_URL}/data.schema.json`,
+      hasPart: [
+        { "@id": `${LANGUAGE_BENCHMARK_URL}#dataset` },
+        { "@id": `${FRAMEWORK_BENCHMARK_URL}#dataset` },
+      ],
+    },
+    {
+      "@type": "TechArticle",
+      "@id": `${BENCHMARK_CANONICAL_URL}#article`,
+      headline: "Generative UI Benchmark",
+      description:
+        "A controlled comparison of generative UI formats and an OpenUI model board covering 30 models.",
+      mainEntityOfPage: BENCHMARK_CANONICAL_URL,
+      datePublished: BENCHMARK_UPDATED_ISO,
+      dateModified: MODEL_BOARD_UPDATED_ISO,
+      author: { "@type": "Organization", name: "OpenUI by Thesys" },
+      about: { "@id": `${BENCHMARK_CANONICAL_URL}#dataset` },
+      mentions: [LANGUAGE_BENCHMARK_URL, FRAMEWORK_BENCHMARK_URL],
+    },
+  ],
+};
+
+export default function BenchmarksPage() {
+  return (
+    <>
+      <script
+        type="application/ld+json"
+        dangerouslySetInnerHTML={{
+          __html: JSON.stringify(structuredData).replaceAll("<", "\\u003c"),
+        }}
+      />
+      <BenchmarksContent />
+      <Footer />
+    </>
+  );
+}
diff --git a/docs/app/(home)/cloud/CloudCtaSection.tsx b/docs/app/(home)/cloud/CloudCtaSection.tsx
index 6ed919801..c974f1ca1 100644
--- a/docs/app/(home)/cloud/CloudCtaSection.tsx
+++ b/docs/app/(home)/cloud/CloudCtaSection.tsx
@@ -2,26 +2,40 @@ import { ArrowUpRight } from "lucide-react";
 import { BevelButton } from "../components/Button/BevelButton";
 import styles from "./CloudCtaSection.module.css";
 
-export function CloudCtaSection() {
+interface CtaAction {
+  label: string;
+  href: string;
+  external?: boolean;
+}
+
+export function CloudCtaSection({
+  title = "Turn your OpenUI application into a production-grade experience.",
+  primary = { label: "Get API Key", href: "https://console.thesys.dev/keys", external: true },
+  secondary = { label: "Talk to our team", href: "https://zcal.co/t/thesys/demo", external: true },
+}: {
+  title?: string;
+  primary?: CtaAction;
+  secondary?: CtaAction;
+} = {}) {
   return (
     <section className={styles.section} aria-labelledby="cloud-cta-title">
       <div className={styles.inner}>
         <h2 id="cloud-cta-title" className={styles.title}>
-          Turn your OpenUI application into a production-grade experience.
+          {title}
         </h2>
         <div className={styles.actions}>
           <BevelButton
-            href="https://console.thesys.dev/keys"
-            external
+            href={primary.href}
+            external={primary.external}
             variant="primary"
-            label="Get API Key"
+            label={primary.label}
             badge={<ArrowUpRight size={16} strokeWidth={2.25} />}
           />
           <BevelButton
-            href="https://zcal.co/t/thesys/demo"
-            external
+            href={secondary.href}
+            external={secondary.external}
             variant="secondary"
-            label="Talk to our team"
+            label={secondary.label}
             badge={<ArrowUpRight size={16} strokeWidth={2.25} />}
           />
         </div>
diff --git a/docs/app/llms.txt/route.ts b/docs/app/llms.txt/route.ts
index 1682b23f6..6d236d60c 100644
--- a/docs/app/llms.txt/route.ts
+++ b/docs/app/llms.txt/route.ts
@@ -29,6 +29,21 @@ export async function GET() {
     "",
     ...pages,
     "",
+    "## Benchmarks",
+    "",
+    `- [Generative UI Benchmark](${new URL("/benchmarks", BASE_URL)}): Visual benchmark page with server-rendered summaries and semantic data tables.`,
+    `- [OpenUI language and model benchmark](${new URL("/benchmarks/language", BASE_URL)}): Focused, canonical comparison of structural validity and cost across 30 models generating OpenUI.`,
+    `- [Language/model benchmark agent document](${new URL("/benchmarks/language/agent.md", BASE_URL)}): Plain Markdown with all 30 model results and interpretation notes.`,
+    `- [Language/model benchmark JSON](${new URL("/benchmarks/language/data.json", BASE_URL)}): Focused machine-readable model-board dataset.`,
+    `- [Generative UI framework benchmark](${new URL("/benchmarks/framework", BASE_URL)}): Focused, canonical comparison of OpenUI, Google A2UI, and Vercel json-render.`,
+    `- [Framework benchmark agent document](${new URL("/benchmarks/framework/agent.md", BASE_URL)}): Plain Markdown with format summaries and all model-format rows.`,
+    `- [Framework benchmark JSON](${new URL("/benchmarks/framework/data.json", BASE_URL)}): Focused machine-readable framework-comparison dataset.`,
+    `- [Benchmark agent document](${new URL("/benchmarks/agent.md", BASE_URL)}): Plain Markdown definitions, headline results, model board, provenance and distribution links.`,
+    `- [Benchmark JSON dataset](${new URL("/benchmarks/data.json", BASE_URL)}): Versioned machine-readable benchmark dataset.`,
+    `- [Benchmark JSON Schema](${new URL("/benchmarks/data.schema.json", BASE_URL)}): Field definitions and validation contract for the benchmark JSON dataset.`,
+    `- [OpenUI model-board CSV](${new URL("/benchmarks/data.csv", BASE_URL)}): One row per model with provider, family, score, pricing type and frontier membership.`,
+    `- [Benchmark methodology](${new URL("/benchmarks/methodology", BASE_URL)}): How the benchmark is run and scored.`,
+    "",
     "## Optional",
     "",
     `- [Complete OpenUI documentation](${new URL("/llms-full.txt", BASE_URL)}): Full documentation in one plain-text response; it may exceed an LLM context window.`,
diff --git a/docs/app/sitemap.ts b/docs/app/sitemap.ts
index edc8ca557..691236f67 100644
--- a/docs/app/sitemap.ts
+++ b/docs/app/sitemap.ts
@@ -1,6 +1,28 @@
 import { BASE_URL, blog, source } from "@/lib/source";
 
-const STATIC_PATHS = ["/", "/cloud", "/demos", "/compare", "/lab", "/chat", "/blog"];
+const STATIC_PATHS = [
+  "/",
+  "/cloud",
+  "/demos",
+  "/compare",
+  "/lab",
+  "/chat",
+  "/blog",
+  "/benchmarks",
+  "/benchmarks/language",
+  "/benchmarks/language/agent.md",
+  "/benchmarks/language/data.json",
+  "/benchmarks/language/data.csv",
+  "/benchmarks/framework",
+  "/benchmarks/framework/agent.md",
+  "/benchmarks/framework/data.json",
+  "/benchmarks/framework/data.csv",
+  "/benchmarks/methodology",
+  "/benchmarks/agent.md",
+  "/benchmarks/data.json",
+  "/benchmarks/data.schema.json",
+  "/benchmarks/data.csv",
+];
 
 export default async function sitemap() {
   const staticRoutes = STATIC_PATHS.map((path) => ({
diff --git a/docs/components/brand-logo.tsx b/docs/components/brand-logo.tsx
index 4176b0d23..0e5234114 100644
--- a/docs/components/brand-logo.tsx
+++ b/docs/components/brand-logo.tsx
@@ -40,6 +40,7 @@ export function ThesysLogo({
   return (
     <a
       href="https://thesys.dev"
+      aria-label="Thesys website"
       target="_blank"
       rel="noopener noreferrer"
       className="relative shrink-0 size-6 cursor-pointer"
diff --git a/docs/components/charts/benchmark-charts.tsx b/docs/components/charts/benchmark-charts.tsx
new file mode 100644
index 000000000..f8c53faf5
--- /dev/null
+++ b/docs/components/charts/benchmark-charts.tsx
@@ -0,0 +1,554 @@
+"use client";
+
+import { MarketingTable } from "@/components/marketing-table";
+import {
+  BRIEFS,
+  COST_MODELS,
+  FORMATS,
+  FORMAT_ORDER,
+  type FormatId,
+  MODELS,
+  type ModelId,
+  blankScreens,
+  blanksOver,
+  completionByModel,
+  completionOver,
+  costPer1kScreens,
+  costPerPass,
+  formatLabel,
+  runCounts,
+  runsOver,
+  tokens,
+} from "@/lib/benchmark-data";
+import type { ReactNode } from "react";
+import {
+  Chart,
+  ChartDataDisclosure,
+  Chip,
+  Row,
+  styles as s,
+  slotClass,
+  useVizSkin,
+} from "./primitives";
+
+const slotOf = (id: FormatId) => FORMATS.find((f) => f.id === id)!.series;
+const markOf = (id: FormatId) => FORMATS.find((f) => f.id === id)!.mark;
+const usd = (n: number) => `$${n.toFixed(2)}`;
+
+const ALL_MODELS = MODELS.map((m) => m.id);
+const isFullSet = (models: readonly ModelId[]) => models.length === MODELS.length;
+
+/* 1 ─ completion, model by model: the table --------------------------- */
+
+export function CompletionByModel({
+  models = ALL_MODELS,
+  formats = FORMAT_ORDER,
+  sub,
+  note,
+  flatTable = false,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+  sub?: string;
+  note?: ReactNode | null;
+  flatTable?: boolean;
+} = {}) {
+  const { vivid } = useVizSkin();
+  const shownModels = MODELS.filter((m) => models.includes(m.id));
+  const shownFormats = FORMAT_ORDER.filter((f) => formats.includes(f));
+  return (
+    <Chart
+      title="Structural validity by model"
+      sub={
+        sub ??
+        "How often the component graph parses, roots, resolves and validates. Two models clearly favor OpenUI, one clearly favors A2UI, and the other three sit inside the noise band."
+      }
+      tight
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            {BRIEFS} briefs · {runsOver(models).toLocaleString()} runs per format
+            {isFullSet(models) ? "" : ` over ${shownModels.length} of 6 models`}, 184 per cell, one
+            uniform condition for every model; gaps under ~3 points are noise.
+          </>
+        )
+      }
+    >
+      <MarketingTable
+        compact
+        className={`${s.benchmarkTable} ${s.tableWide} ${flatTable ? s.tableFlat : ""}`}
+      >
+        <caption className={s.tableCaption}>
+          Structural validity percentage for each model and generative UI format
+        </caption>
+        <thead>
+          <tr>
+            <th scope="col">Model</th>
+            {FORMATS.filter((f) => shownFormats.includes(f.id)).map((f) => (
+              <th key={f.id} scope="col" className={slotClass(f.series)}>
+                <span className={s.colHead}>
+                  {vivid ? <Chip mark={f.mark} /> : null}
+                  {f.label}
+                </span>
+              </th>
+            ))}
+          </tr>
+        </thead>
+        <tbody>
+          {shownModels.map((m, ri) => {
+            const top = Math.max(...shownFormats.map((id) => completionByModel[m.id][id]));
+            return (
+              <tr key={m.id} style={{ "--d": `${ri * 45}ms` } as React.CSSProperties}>
+                <th scope="row">
+                  <span className={s.model}>
+                    {vivid ? <Chip mark={m.mark} /> : null}
+                    {m.label}
+                    <span className={s.vendor}>{m.vendor}</span>
+                  </span>
+                </th>
+                {shownFormats.map((id) => (
+                  <td
+                    key={id}
+                    className={`${slotClass(slotOf(id))} ${s.tip}`}
+                    data-tip={`${m.label} × ${formatLabel(id)}. ${runCounts[m.id][id].complete} of ${runCounts[m.id][id].runs} runs complete`}
+                  >
+                    {completionByModel[m.id][id] === top ? (
+                      <span className={s.best}>
+                        {vivid ? <span className={s.bestMark} aria-hidden /> : null}
+                        {completionByModel[m.id][id].toFixed(1)}
+                      </span>
+                    ) : (
+                      completionByModel[m.id][id].toFixed(1)
+                    )}
+                  </td>
+                ))}
+              </tr>
+            );
+          })}
+          {shownModels.length > 1 ? (
+            <tr className={s.avgRow}>
+              <th scope="row">Average</th>
+              {shownFormats.map((id) => {
+                const bestMean = shownFormats.reduce((a, b) =>
+                  completionOver(b, models) > completionOver(a, models) ? b : a,
+                );
+                return (
+                  <td key={id} className={slotClass(slotOf(id))}>
+                    {id === bestMean ? (
+                      <span className={s.best}>{completionOver(id, models).toFixed(1)}</span>
+                    ) : (
+                      completionOver(id, models).toFixed(1)
+                    )}
+                  </td>
+                );
+              })}
+            </tr>
+          ) : null}
+        </tbody>
+      </MarketingTable>
+    </Chart>
+  );
+}
+
+/* 2 ─ blank screens --------------------------------------------------- */
+
+export function BlankScreens({
+  models = ALL_MODELS,
+  formats = FORMAT_ORDER,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+} = {}) {
+  const full = isFullSet(models);
+  const shownFormats = FORMAT_ORDER.filter((f) => formats.includes(f));
+  const count = (id: FormatId) => (full ? blankScreens[id] : blanksOver(id, models));
+  const runs = runsOver(models);
+  const worst = Math.max(1, ...shownFormats.map(count));
+  const fewest = Math.min(...shownFormats.map(count));
+  return (
+    <Chart
+      title="Fully blank screens"
+      sub="Runs where the user saw nothing at all. A broken OpenUI line costs you that line; a broken JSON document costs you the screen."
+      note={
+        full ? (
+          <>
+            Out of {runs.toLocaleString()}&#32;runs per format, as each SDK&rsquo;s shipped renderer
+            produced them. OpenUI&rsquo;s single blank is an empty API response; A2UI drops a whole
+            updateComponents message on any invalid component.
+          </>
+        ) : (
+          <>
+            Out of {runs.toLocaleString()}&#32;runs per format over {models.length}&#32;of 6 models,
+            as each SDK&rsquo;s shipped renderer produced them.
+          </>
+        )
+      }
+    >
+      <div className={s.rows}>
+        {shownFormats.map((id, i) => (
+          <Row
+            key={id}
+            label={formatLabel(id)}
+            mark={markOf(id)}
+            tip={`${formatLabel(id)}. ${count(id)} fully blank in ${runs.toLocaleString()} runs`}
+          >
+            <span className={s.barSlot}>
+              <span
+                className={`${s.bar} ${slotClass(slotOf(id))} ${id === "openui" ? s.barOurs : ""}`}
+                style={
+                  {
+                    width: `${(count(id) / worst) * 88}%`,
+                    "--d": `${i * 90}ms`,
+                  } as React.CSSProperties
+                }
+              />
+            </span>
+            <span
+              className={`${s.value} ${count(id) === fewest ? `${s.valueHi} ${slotClass(slotOf(id))}` : ""}`}
+            >
+              {count(id)} / {((count(id) / runs) * 100).toFixed(2)}%
+            </span>
+          </Row>
+        ))}
+      </div>
+    </Chart>
+  );
+}
+
+/* 3 ─ tokens: system prompt + output in one stacked bar -------------- */
+
+export function TokenOverhead({
+  formats = FORMAT_ORDER,
+  sub,
+  note,
+}: {
+  formats?: readonly FormatId[];
+  sub?: string;
+  note?: ReactNode | null;
+} = {}) {
+  const shown = FORMAT_ORDER.filter((f) => formats.includes(f));
+  const total = (id: FormatId) => tokens.systemPrompt[id] + tokens.outputPerScreen[id];
+  const max = Math.max(...shown.map(total));
+
+  return (
+    <Chart
+      title="Token consumption"
+      sub={
+        sub ??
+        "System prompt and model output, stacked into one bar. Shorter bars use fewer tokens."
+      }
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            System prompts from each SDK&rsquo;s own generator over the same 70-component catalog;
+            output is the mean over all {tokens.outputBasis.runs.toLocaleString()} scored runs
+            across the six models. tiktoken o200k on the exact prompts and outputs.
+          </>
+        )
+      }
+    >
+      <div className={s.tokenRows}>
+        {shown.map((id, i) => {
+          const prompt = tokens.systemPrompt[id];
+          const output = tokens.outputPerScreen[id];
+          const combined = total(id);
+          return (
+            <div
+              key={id}
+              className={`${s.tokenRow} ${slotClass(slotOf(id))} ${s.tip}`}
+              data-tip={`${formatLabel(id)}. ${prompt.toLocaleString()} prompt + ${output.toLocaleString()} output = ${combined.toLocaleString()} tokens per screen`}
+            >
+              <span className={s.tokenName}>
+                <Chip mark={markOf(id)} />
+                <span>{formatLabel(id)}</span>
+              </span>
+              <span className={s.tokenBarTrack}>
+                <span
+                  className={s.tokenStack}
+                  style={
+                    {
+                      width: `${(combined / max) * 100}%`,
+                      "--d": `${i * 90}ms`,
+                    } as React.CSSProperties
+                  }
+                >
+                  <span className={s.tokenInput} style={{ width: `${(prompt / combined) * 100}%` }}>
+                    {prompt / max >= 0.085 ? (
+                      <span className={s.segNum}>
+                        {prompt.toLocaleString()}
+                        {i === 0 ? " input" : ""}
+                      </span>
+                    ) : null}
+                  </span>
+                  <span
+                    className={s.tokenOutput}
+                    style={{ width: `${(output / combined) * 100}%` }}
+                  >
+                    {output / max >= 0.085 ? (
+                      <span className={s.segNum}>
+                        {output.toLocaleString()}
+                        {i === 0 ? " output" : ""}
+                      </span>
+                    ) : null}
+                  </span>
+                </span>
+              </span>
+              <span className={s.tokenValue}>
+                <strong>{combined.toLocaleString()}</strong>
+              </span>
+            </div>
+          );
+        })}
+      </div>
+    </Chart>
+  );
+}
+
+/* 3b ─ tokens as a bar table: input | output | total, each column on its
+   own scale so the differences stay legible. Page-only. */
+
+const TOKEN_COLS = [
+  { key: "prompt", label: "System prompt", val: (id: FormatId) => tokens.systemPrompt[id] },
+  { key: "output", label: "Output", val: (id: FormatId) => tokens.outputPerScreen[id] },
+] as const;
+
+export function TokenMatrix({
+  formats = FORMAT_ORDER,
+  sub,
+  note,
+}: {
+  formats?: readonly FormatId[];
+  sub?: string;
+  note?: ReactNode | null;
+} = {}) {
+  const shown = FORMAT_ORDER.filter((f) => formats.includes(f));
+  const colMax = (col: (typeof TOKEN_COLS)[number]) => Math.max(...shown.map((id) => col.val(id)));
+  return (
+    <Chart
+      title="Token consumption"
+      sub={sub ?? "System prompt and output for one screen. Multiples compare with OpenUI."}
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            System prompts from each SDK&rsquo;s own generator over the same 70-component catalog;
+            output is the mean over all {tokens.outputBasis.runs.toLocaleString()} scored runs.
+          </>
+        )
+      }
+    >
+      <div className={`${s.matrix} ${s.matrixPair}`}>
+        <div className={s.matrixHead} aria-hidden>
+          <span />
+          {TOKEN_COLS.map((c) => (
+            <span key={c.key}>{c.label}</span>
+          ))}
+        </div>
+        {shown.map((id, ri) => {
+          const f = FORMATS.find((x) => x.id === id)!;
+          return (
+            <div
+              key={id}
+              className={`${s.matrixRow} ${slotClass(f.series)} ${s.tip}`}
+              data-tip={`${formatLabel(id)}: ${tokens.systemPrompt[id].toLocaleString()} input + ${tokens.outputPerScreen[id].toLocaleString()} output = ${(tokens.systemPrompt[id] + tokens.outputPerScreen[id]).toLocaleString()} tokens per screen`}
+            >
+              <span className={s.tokenName}>
+                <Chip mark={f.mark} />
+                <span>{f.label}</span>
+              </span>
+              {TOKEN_COLS.map((c) => {
+                const base = c.val("openui");
+                const times = c.val(id) / base;
+                return (
+                  <span key={c.key} className={`${s.matrixCell} ${s.matrixCellDiff}`}>
+                    <span className={s.matrixBarWrap}>
+                      <span
+                        className={`${s.matrixBar} ${
+                          id === "openui"
+                            ? s.colBarOurs
+                            : id === "a2ui"
+                              ? s.colBarStriped
+                              : s.colBarStripedLight
+                        }`}
+                        style={
+                          {
+                            width: `${(c.val(id) / colMax(c)) * 100}%`,
+                            "--d": `${ri * 90}ms`,
+                          } as React.CSSProperties
+                        }
+                      />
+                    </span>
+                    <span className={s.matrixVal}>{c.val(id).toLocaleString()}</span>
+                    <span className={s.matrixDiff}>
+                      {id !== "openui" ? (
+                        <span className={times <= 1 ? s.diffGood : s.diffBad}>
+                          {times <= 1 ? "↓" : "↑"}
+                          {times.toFixed(1)}×
+                        </span>
+                      ) : null}
+                    </span>
+                  </span>
+                );
+              })}
+            </div>
+          );
+        })}
+      </div>
+      <ChartDataDisclosure label="View token data">
+        <table className={s.dataTable}>
+          <caption>System prompt and mean output tokens per screen by format</caption>
+          <thead>
+            <tr>
+              <th scope="col">Format</th>
+              <th scope="col" data-numeric="true">
+                System prompt
+              </th>
+              <th scope="col" data-numeric="true">
+                Mean output
+              </th>
+              <th scope="col" data-numeric="true">
+                Combined
+              </th>
+            </tr>
+          </thead>
+          <tbody>
+            {shown.map((format) => (
+              <tr key={`data-${format}`}>
+                <th scope="row">{formatLabel(format)}</th>
+                <td data-numeric="true">{tokens.systemPrompt[format].toLocaleString()}</td>
+                <td data-numeric="true">{tokens.outputPerScreen[format].toLocaleString()}</td>
+                <td data-numeric="true">
+                  {(tokens.systemPrompt[format] + tokens.outputPerScreen[format]).toLocaleString()}
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
+
+/* 4 ─ cost: the table ------------------------------------------------- */
+
+export function CostPerPass({
+  models = ALL_MODELS,
+  formats = FORMAT_ORDER,
+  sub,
+  note,
+  flatTable = false,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+  sub?: string;
+  note?: ReactNode | null;
+  flatTable?: boolean;
+} = {}) {
+  const { vivid } = useVizSkin();
+  const shownModels = COST_MODELS.filter((m) => models.includes(m));
+  const shownFormats = FORMAT_ORDER.filter((f) => formats.includes(f));
+  return (
+    <Chart
+      title="Cost of one benchmark pass"
+      sub={
+        sub ??
+        "What the same 46 screens cost in each format, at list prices. Cheapest in each row is highlighted."
+      }
+      tight
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            One pass = {BRIEFS} screens at provider list prices, all six models.
+            {` Per 1,000 screens on Opus: $${costPer1kScreens("opus", "openui").toFixed(0)} in OpenUI against $${costPer1kScreens("opus", "a2ui").toFixed(0)} in A2UI and $${costPer1kScreens("opus", "jsonRender").toFixed(0)} in json-render.`}
+          </>
+        )
+      }
+    >
+      {shownModels.length === 0 ? (
+        <p className={s.note}>
+          None of the selected models has a public per-token price, so there is nothing to cost. Add
+          a priced model to the filter.
+        </p>
+      ) : (
+        <MarketingTable compact className={`${s.benchmarkTable} ${flatTable ? s.tableFlat : ""}`}>
+          <caption className={s.tableCaption}>
+            Cost in USD for one 46-screen benchmark pass by model and generative UI format
+          </caption>
+          <thead>
+            <tr>
+              <th scope="col">Model</th>
+              {FORMATS.filter((f) => shownFormats.includes(f.id)).map((f) => (
+                <th key={f.id} scope="col" className={slotClass(f.series)}>
+                  <span className={s.colHead}>
+                    {vivid ? <Chip mark={f.mark} /> : null}
+                    {f.label}
+                  </span>
+                </th>
+              ))}
+              {shownFormats.length > 1 && !vivid ? (
+                <th scope="col" className={s.deltaHead}>
+                  Delta
+                </th>
+              ) : null}
+            </tr>
+          </thead>
+          <tbody>
+            {shownModels.map((m, ri) => {
+              const model = MODELS.find((x) => x.id === m)!;
+              const vals = shownFormats.map((id) => costPerPass[m]![id]);
+              const min = Math.min(...vals);
+              const max = Math.max(...vals);
+              return (
+                <tr key={m} style={{ "--d": `${ri * 45}ms` } as React.CSSProperties}>
+                  <th scope="row">
+                    <span className={s.model}>
+                      {vivid ? <Chip mark={model.mark} /> : null}
+                      {model.label}
+                      <span className={s.vendor}>{model.vendor}</span>
+                    </span>
+                  </th>
+                  {shownFormats.map((id) => {
+                    const v = costPerPass[m]![id];
+                    const base = costPerPass[m]!.openui;
+                    const times = v / base;
+                    const showDiff = vivid && id !== "openui" && shownFormats.includes("openui");
+                    return (
+                      <td
+                        key={id}
+                        className={`${slotClass(slotOf(id))} ${s.tip}`}
+                        data-tip={`${model.label} × ${formatLabel(id)}. ≈ $${costPer1kScreens(m, id).toFixed(0)} per 1,000 screens`}
+                      >
+                        {v === min ? (
+                          <span className={s.best}>
+                            {vivid ? <span className={s.bestMark} aria-hidden /> : null}
+                            {usd(v)}
+                          </span>
+                        ) : (
+                          usd(v)
+                        )}
+                        {showDiff ? (
+                          <span className={times <= 1 ? s.diffGood : s.diffBad}>
+                            {times <= 1 ? "\u2193" : "\u2191"}
+                            {times.toFixed(1)}×
+                          </span>
+                        ) : null}
+                      </td>
+                    );
+                  })}
+                  {shownFormats.length > 1 && !vivid ? <td>{(max / min).toFixed(1)}x</td> : null}
+                </tr>
+              );
+            })}
+          </tbody>
+        </MarketingTable>
+      )}
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/blank-screens-panels.tsx b/docs/components/charts/blank-screens-panels.tsx
new file mode 100644
index 000000000..27a69208a
--- /dev/null
+++ b/docs/components/charts/blank-screens-panels.tsx
@@ -0,0 +1,175 @@
+"use client";
+
+import {
+  FORMATS,
+  FORMAT_ORDER,
+  type FormatId,
+  MODELS,
+  type ModelId,
+  blanksOver,
+  formatLabel,
+  runsFor,
+} from "@/lib/benchmark-data";
+import { Chart, ChartDataDisclosure, Chip, Mark, styles as s, slotClass } from "./primitives";
+
+/* Render rate per model, one panel per format. Framed as the share of runs
+   that put a screen in front of the user, so OpenUI's near-perfect
+   record reads as tall bars instead of near-empty ones. The scale starts at
+   RATE_MIN, not zero, and the section copy says so. */
+const RATE_MIN = 88;
+
+const fullName = (m: (typeof MODELS)[number]) =>
+  "family" in m && m.family ? `${m.family} ${m.label}` : m.label;
+
+export function BlankScreensPanels({
+  models,
+  formats = FORMAT_ORDER,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+}) {
+  const selected = models ?? MODELS.map((m) => m.id);
+  const shownFormats = FORMAT_ORDER.filter((f) => formats.includes(f));
+  const rate = (f: FormatId, m: ModelId) => (1 - blanksOver(f, [m]) / runsFor(m)) * 100;
+
+  return (
+    <Chart
+      title="Render rate"
+      sub="Runs that rendered against runs that came back blank, out of 184 per model."
+    >
+      <div className={s.panelGrid}>
+        {shownFormats.map((f) => {
+          const format = FORMATS.find((x) => x.id === f)!;
+          const active = MODELS.filter((m) => selected.includes(m.id));
+          const formatRate =
+            active.reduce((sum, m) => sum + rate(f, m.id), 0) / Math.max(1, active.length);
+          return (
+            <div key={f} className={`${s.panel} ${slotClass(format.series)}`}>
+              <div className={s.panelHead}>
+                <span className={s.panelName}>{formatLabel(f)}</span>
+                <span className={s.panelRate}>{formatRate.toFixed(1)}%</span>
+              </div>
+              <div className={s.panelPlot}>
+                {MODELS.map((m, i) => {
+                  const v = rate(f, m.id);
+                  const blanks = blanksOver(f, [m.id]);
+                  const ghost = !selected.includes(m.id);
+                  const h = Math.max(((v - RATE_MIN) / (100 - RATE_MIN)) * 88, 2);
+                  return (
+                    <div
+                      key={m.id}
+                      className={`${s.colCell} ${s.tip} ${ghost ? s.colCellGhost : ""}`}
+                      data-tip={`${formatLabel(f)} · ${fullName(m)}: ${v.toFixed(1)}% rendered, ${blanks} blank of ${runsFor(m.id)}`}
+                    >
+                      {/* the space above the bar is the blank share: filled and
+                          counted, rather than left as an empty gap */}
+                      {ghost ? null : (
+                        <span
+                          className={s.colTop}
+                          style={
+                            {
+                              height: `${100 - h}%`,
+                              "--d": `${i * 55}ms`,
+                            } as React.CSSProperties
+                          }
+                        >
+                          <span className={s.colTopVal}>{blanks}</span>
+                        </span>
+                      )}
+                      <span
+                        className={`${s.colBar} ${
+                          f === "openui"
+                            ? s.colBarOurs
+                            : f === "a2ui"
+                              ? s.colBarStriped
+                              : s.colBarStripedLight
+                        }`}
+                        style={
+                          {
+                            height: `${ghost ? 0 : h}%`,
+                            "--d": `${i * 55}ms`,
+                          } as React.CSSProperties
+                        }
+                      >
+                        {ghost ? null : (
+                          <span className={s.colBarVal}>{runsFor(m.id) - blanks}</span>
+                        )}
+                      </span>
+                    </div>
+                  );
+                })}
+              </div>
+              <div className={s.panelFeet}>
+                {MODELS.map((m) => (
+                  <span
+                    key={m.id}
+                    className={`${s.panelFoot} ${selected.includes(m.id) ? "" : s.panelFootGhost}`}
+                    title={fullName(m)}
+                    aria-label={fullName(m)}
+                  >
+                    <Chip mark={m.mark} />
+                  </span>
+                ))}
+              </div>
+            </div>
+          );
+        })}
+      </div>
+      <div className={`${s.legend} ${s.legendCenter}`} aria-label="Segment key">
+        <span className={s.key}>
+          <span className={`${s.dot} ${s.dotComplete}`} aria-hidden />
+          Rendered
+        </span>
+        <span className={s.key}>
+          <span className={`${s.dot} ${s.dotTop}`} aria-hidden />
+          Came back blank
+        </span>
+      </div>
+      <div className={`${s.legend} ${s.legendCenter}`} aria-label="Model key">
+        {MODELS.map((m) => (
+          <span key={m.id} className={s.key}>
+            <Mark id={m.mark} />
+            {fullName(m)}
+          </span>
+        ))}
+      </div>
+      <ChartDataDisclosure label="View render data">
+        <table className={s.dataTable}>
+          <caption>Rendered and blank runs for every model and generative UI format</caption>
+          <thead>
+            <tr>
+              <th scope="col">Model</th>
+              <th scope="col">Format</th>
+              <th scope="col" data-numeric="true">
+                Rendered
+              </th>
+              <th scope="col" data-numeric="true">
+                Blank
+              </th>
+              <th scope="col" data-numeric="true">
+                Render rate
+              </th>
+            </tr>
+          </thead>
+          <tbody>
+            {shownFormats.flatMap((format) =>
+              MODELS.filter((model) => selected.includes(model.id)).map((model) => {
+                const blanks = blanksOver(format, [model.id]);
+                const runs = runsFor(model.id);
+                return (
+                  <tr key={`data-${format}-${model.id}`}>
+                    <th scope="row">{fullName(model)}</th>
+                    <td>{formatLabel(format)}</td>
+                    <td data-numeric="true">{runs - blanks}</td>
+                    <td data-numeric="true">{blanks}</td>
+                    <td data-numeric="true">{rate(format, model.id).toFixed(1)}%</td>
+                  </tr>
+                );
+              }),
+            )}
+          </tbody>
+        </table>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/brand-marks.ts b/docs/components/charts/brand-marks.ts
new file mode 100644
index 000000000..b40082a63
--- /dev/null
+++ b/docs/components/charts/brand-marks.ts
@@ -0,0 +1,30 @@
+/**
+ * Brand marks, inlined from docs/public/brand-icons so they can inherit
+ * currentColor inside client components (a plain <img> cannot).
+ * Source: simple-icons, CC0. 24x24 viewBox, single path, no fill attribute.
+ */
+
+export const BRAND_MARKS: Record<string, string> = {
+  openai:
+    "M11.248 18.25q-.825 0-1.568-.314a4.3 4.3 0 0 1-1.32-.874 4 4 0 0 1-1.304.214 4 4 0 0 1-2.046-.544 4.27 4.27 0 0 1-1.518-1.485 4 4 0 0 1-.56-2.095q0-.48.131-1.04A4.4 4.4 0 0 1 2.04 10.71a4.07 4.07 0 0 1 .017-3.4 4.2 4.2 0 0 1 1.056-1.418 3.8 3.8 0 0 1 1.6-.842 3.9 3.9 0 0 1 .76-1.683q.593-.759 1.451-1.188a4.04 4.04 0 0 1 1.832-.429q.825 0 1.567.313.742.314 1.32.875a4 4 0 0 1 1.304-.215q1.106 0 2.046.545a4.14 4.14 0 0 1 1.501 1.485q.578.941.578 2.095 0 .48-.132 1.04.66.61 1.023 1.419.363.792.363 1.666 0 .892-.38 1.717a4.3 4.3 0 0 1-1.072 1.435 3.8 3.8 0 0 1-1.584.825 3.8 3.8 0 0 1-.775 1.683 4.06 4.06 0 0 1-1.436 1.188 4.04 4.04 0 0 1-1.832.429m-4.076-2.062q.825 0 1.435-.347l3.103-1.782a.36.36 0 0 0 .164-.313v-1.42L7.881 14.62a.67.67 0 0 1-.726 0l-3.118-1.798a.5.5 0 0 1-.017.115v.198q0 .841.396 1.551.413.693 1.139 1.089a3.2 3.2 0 0 0 1.617.412m.165-2.69a.4.4 0 0 0 .181.05q.083 0 .165-.05l1.238-.71-3.977-2.31a.7.7 0 0 1-.363-.643v-3.58q-.825.362-1.32 1.122a2.9 2.9 0 0 0-.495 1.65q0 .809.413 1.55.412.743 1.072 1.123zm3.91 3.663q.875 0 1.585-.396a2.96 2.96 0 0 0 1.534-2.64v-3.564a.32.32 0 0 0-.165-.297l-1.254-.726v4.604a.7.7 0 0 1-.363.643l-3.119 1.799a3 3 0 0 0 1.783.577m.627-6.039V8.878L10.01 7.822 8.129 8.878v2.244l1.881 1.056zM7.057 5.859a.7.7 0 0 1 .363-.644l3.119-1.798a3 3 0 0 0-1.782-.578q-.874 0-1.584.396A2.96 2.96 0 0 0 6.05 4.324a3.07 3.07 0 0 0-.396 1.551v3.547q0 .199.165.314l1.237.726zm8.383 7.887q.825-.364 1.303-1.123.495-.758.495-1.65a3.15 3.15 0 0 0-.412-1.55q-.413-.743-1.073-1.123l-3.086-1.782q-.099-.065-.181-.049a.3.3 0 0 0-.165.05l-1.238.692 3.993 2.327a.6.6 0 0 1 .264.264.64.64 0 0 1 .1.363zm-3.317-8.382a.63.63 0 0 1 .726 0l3.135 1.831v-.297q0-.792-.396-1.501a2.86 2.86 0 0 0-1.105-1.155q-.71-.43-1.65-.43-.825 0-1.436.347L8.294 5.941a.36.36 0 0 0-.165.314v1.418z",
+  anthropic:
+    "M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z",
+  moonshot:
+    "m1.053 16.91 9.538 2.55a21 20.981 0 0 0 .06 2.031l5.956 1.592a12 11.99 0 0 1-15.554-6.172m-1.02-5.79 11.352 3.035a21 20.981 0 0 0-.469 2.01l10.817 2.89a12 11.99 0 0 1-1.845 2.004L.658 15.918a12 11.99 0 0 1-.625-4.796m1.593-5.146L13.573 9.17a21 20.981 0 0 0-1.01 1.874l11.297 3.02a21 20.981 0 0 1-.67 2.362l-11.55-3.087L.125 10.26a12 11.99 0 0 1 1.499-4.285ZM6.067 1.58l11.285 3.016a21 20.981 0 0 0-1.688 1.719l7.824 2.091a21 20.981 0 0 1 .513 2.664L2.107 5.218a12 11.99 0 0 1 3.96-3.638M21.68 4.866 7.222 1.003A12 11.99 0 0 1 21.68 4.866",
+  google:
+    "M12.48 10.92v3.28h7.84c-.24 1.84-.853 3.187-1.787 4.133-1.147 1.147-2.933 2.4-6.053 2.4-4.827 0-8.6-3.893-8.6-8.72s3.773-8.72 8.6-8.72c2.6 0 4.507 1.027 5.907 2.347l2.307-2.307C18.747 1.44 16.133 0 12.48 0 5.867 0 .307 5.387.307 12s5.56 12 12.173 12c3.573 0 6.267-1.173 8.373-3.36 2.16-2.16 2.84-5.213 2.84-7.667 0-.76-.053-1.467-.173-2.053H12.48z",
+  alibaba:
+    "M3.996 4.517h5.291L8.01 6.324 4.153 7.506a1.668 1.668 0 0 0-1.165 1.601v5.786a1.668 1.668 0 0 0 1.165 1.6l3.857 1.183 1.277 1.807H3.996A3.996 3.996 0 0 1 0 15.487V8.513a3.996 3.996 0 0 1 3.996-3.996m16.008 0h-5.291l1.277 1.807 3.857 1.182c.715.227 1.17.889 1.165 1.601v5.786a1.668 1.668 0 0 1-1.165 1.6l-3.857 1.183-1.277 1.807h5.291A3.996 3.996 0 0 0 24 15.487V8.513a3.996 3.996 0 0 0-3.996-3.996m-4.007 8.345H8.002v-1.804h7.995Z",
+  meta: "M6.915 4.03c-1.968 0-3.683 1.28-4.871 3.113C.704 9.208 0 11.883 0 14.449c0 .706.07 1.369.21 1.973a6.624 6.624 0 0 0 .265.86 5.297 5.297 0 0 0 .371.761c.696 1.159 1.818 1.927 3.593 1.927 1.497 0 2.633-.671 3.965-2.444.76-1.012 1.144-1.626 2.663-4.32l.756-1.339.186-.325c.061.1.121.196.183.3l2.152 3.595c.724 1.21 1.665 2.556 2.47 3.314 1.046.987 1.992 1.22 3.06 1.22 1.075 0 1.876-.355 2.455-.843a3.743 3.743 0 0 0 .81-.973c.542-.939.861-2.127.861-3.745 0-2.72-.681-5.357-2.084-7.45-1.282-1.912-2.957-2.93-4.716-2.93-1.047 0-2.088.467-3.053 1.308-.652.57-1.257 1.29-1.82 2.05-.69-.875-1.335-1.547-1.958-2.056-1.182-.966-2.315-1.303-3.454-1.303zm10.16 2.053c1.147 0 2.188.758 2.992 1.999 1.132 1.748 1.647 4.195 1.647 6.4 0 1.548-.368 2.9-1.839 2.9-.58 0-1.027-.23-1.664-1.004-.496-.601-1.343-1.878-2.832-4.358l-.617-1.028a44.908 44.908 0 0 0-1.255-1.98c.07-.109.141-.224.211-.327 1.12-1.667 2.118-2.602 3.358-2.602zm-10.201.553c1.265 0 2.058.791 2.675 1.446.307.327.737.871 1.234 1.579l-1.02 1.566c-.757 1.163-1.882 3.017-2.837 4.338-1.191 1.649-1.81 1.817-2.486 1.817-.524 0-1.038-.237-1.383-.794-.263-.426-.464-1.13-.464-2.046 0-2.221.63-4.535 1.66-6.088.454-.687.964-1.226 1.533-1.533a2.264 2.264 0 0 1 1.088-.285z",
+  qwen: "M23.919 14.545 20.817 9.17l1.47-2.544a.56.56 0 0 0 0-.566l-1.633-2.83a.57.57 0 0 0-.49-.283h-6.207L12.487.402a.57.57 0 0 0-.49-.284H8.732a.56.56 0 0 0-.49.284L5.139 5.775h-2.94a.56.56 0 0 0-.49.284L.077 8.887a.56.56 0 0 0 0 .567L3.18 14.83l-1.47 2.545a.56.56 0 0 0 0 .566l1.634 2.83a.57.57 0 0 0 .49.283h6.205l1.47 2.545a.57.57 0 0 0 .49.284h3.266a.57.57 0 0 0 .49-.284l3.104-5.375h2.94a.57.57 0 0 0 .49-.283l1.634-2.828a.55.55 0 0 0-.004-.568M8.733.686l1.634 2.828-1.634 2.828H21.8L20.164 9.17H7.425L5.63 6.06Zm1.306 19.801-6.205-.002 1.634-2.83h3.265L2.201 6.344h3.267q3.182 5.517 6.367 11.032zm10.124-5.66L18.53 12l-6.532 11.315-1.634-2.83c2.129-3.673 4.25-7.351 6.373-11.028h3.592l3.102 5.374z",
+  gemini:
+    "M11.04 19.32Q12 21.51 12 24q0-2.49.93-4.68.96-2.19 2.58-3.81t3.81-2.55Q21.51 12 24 12q-2.49 0-4.68-.93a12.3 12.3 0 0 1-3.81-2.58 12.3 12.3 0 0 1-2.58-3.81Q12 2.49 12 0q0 2.49-.96 4.68-.93 2.19-2.55 3.81a12.3 12.3 0 0 1-3.81 2.58Q2.49 12 0 12q2.49 0 4.68.96 2.19.93 3.81 2.55t2.55 3.81",
+  vercel: "m12 1.608 12 20.784H0Z",
+};
+
+/* most marks are 24x24; a few ship at their own scale */
+export const BRAND_VIEWBOX: Record<string, string> = {
+  openai: "0 0 20 20",
+};
+
+export const markViewBox = (id?: string) => (id && BRAND_VIEWBOX[id]) || "0 0 24 24";
diff --git a/docs/components/charts/completion-by-density.tsx b/docs/components/charts/completion-by-density.tsx
new file mode 100644
index 000000000..bbef9489b
--- /dev/null
+++ b/docs/components/charts/completion-by-density.tsx
@@ -0,0 +1,290 @@
+"use client";
+
+import {
+  BRIEFS,
+  FORMATS,
+  FORMAT_ORDER,
+  type FormatId,
+  MODELS,
+  type ModelId,
+  completionByDensityFor,
+} from "@/lib/benchmark-data";
+import { useEffect, useRef, useState } from "react";
+import { Chart, ChartDataDisclosure, styles as s, slotClass, useVizSkin } from "./primitives";
+
+/* Drawn at the container's real pixel width. the SVG never scales, so text
+   is always its true size and the plot always fills the card. */
+const H = 300;
+const PAD = { top: 14, right: 54, bottom: 48, left: 34 };
+const PH = H - PAD.top - PAD.bottom;
+
+const hue = { 1: "var(--c1)", 2: "var(--c2)", 3: "var(--c3)" } as const;
+
+/* the vivid skin colours all three lines, same palette as the frontier chart */
+const frontierHue: Record<FormatId, string> = {
+  openui: "var(--pO)",
+  /* same greys as the bar charts, so the series read alike page-wide */
+  a2ui: "var(--c2)",
+  jsonRender: "var(--c3)",
+};
+
+export function CompletionByDensity({
+  models,
+  formats = FORMAT_ORDER,
+  sub,
+  note,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+  sub?: string;
+  note?: React.ReactNode | null;
+} = {}) {
+  const { vivid } = useVizSkin();
+  const completionByDensity = completionByDensityFor(models);
+  const LAST = completionByDensity.length - 1;
+  const finalValue = (id: FormatId) => completionByDensity[LAST][id];
+  const shownFormats = FORMAT_ORDER.filter((f) => formats.includes(f));
+  const modelCount = models?.length ?? MODELS.length;
+  const holder = useRef<HTMLDivElement>(null);
+  const [W, setW] = useState(712);
+  const [hover, setHover] = useState<{ i: number; id: FormatId } | null>(null);
+
+  useEffect(() => {
+    const el = holder.current;
+    if (!el) return;
+    const ro = new ResizeObserver(([entry]) => {
+      setW(Math.max(320, Math.round(entry.contentRect.width)));
+    });
+    ro.observe(el);
+    return () => ro.disconnect();
+  }, []);
+
+  const PW = W - PAD.left - PAD.right;
+  const x = (i: number) => PAD.left + (i / LAST) * PW;
+  /* extrapolated axis: the data lives between ~70 and ~98, so start at 65 */
+  const Y_MIN = 65;
+  const y = (v: number) => PAD.top + (1 - (v - Y_MIN) / (100 - Y_MIN)) * PH;
+
+  /* square line-end tags, 20px tall; nudged apart when lines finish close */
+  const placed = shownFormats
+    .map((id) => ({ id, ty: y(finalValue(id)) }))
+    .sort((a, b) => a.ty - b.ty);
+  for (let i = 1; i < placed.length; i++) {
+    if (placed[i].ty - placed[i - 1].ty < 22) placed[i].ty = placed[i - 1].ty + 22;
+  }
+  const tagY = Object.fromEntries(placed.map((p) => [p.id, p.ty])) as Record<FormatId, number>;
+
+  return (
+    <Chart
+      title="Structural validity by screen complexity"
+      sub={
+        sub ??
+        "The more a brief asks for, the less every format delivers. OpenUI and A2UI track each other closely at every size; json-render falls fastest and furthest."
+      }
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            {BRIEFS} briefs in 5 bands (10/10/10/8/8). ~9 briefs each, so read the slope, not the
+            points. Pooled over{" "}
+            {modelCount === MODELS.length
+              ? "all six models"
+              : `${modelCount} of ${MODELS.length} models`}{" "}
+            at 184 runs per model per format ({completionByDensity[LAST].runs}–
+            {completionByDensity[0].runs} runs per format per band).
+          </>
+        )
+      }
+    >
+      <div
+        ref={holder}
+        className={`${s.svgHolder}${vivid ? ` ${s.frontier}` : ""}`}
+        style={{ position: "relative" }}
+      >
+        <svg
+          className={s.svg}
+          width={W}
+          height={H}
+          viewBox={`0 0 ${W} ${H}`}
+          role="img"
+          aria-label="Structural validity falls for all three formats as briefs ask for more"
+        >
+          {vivid
+            ? completionByDensity.map((r, i) => {
+                if (i % 2 === 1) return null;
+                const x0 = i === 0 ? PAD.left : (x(i - 1) + x(i)) / 2;
+                const x1 = i === LAST ? PAD.left + PW : (x(i) + x(Math.min(i + 1, LAST))) / 2;
+                return (
+                  <rect
+                    key={`band-${r.band}`}
+                    className={s.bandStripe}
+                    x={x0}
+                    width={Math.max(0, x1 - x0)}
+                    y={PAD.top}
+                    height={PH}
+                  />
+                );
+              })
+            : null}
+          {[70, 80, 90, 100].map((t) => (
+            <g key={t}>
+              <line x1={PAD.left} x2={PAD.left + PW} y1={y(t)} y2={y(t)} stroke="var(--rule)" />
+              <text
+                x={PAD.left - 10}
+                y={y(t) + 4}
+                textAnchor="end"
+                fontSize="13"
+                fill="var(--ink-muted)"
+              >
+                {t}
+              </text>
+            </g>
+          ))}
+
+          {shownFormats.map((id) => {
+            const slot = FORMATS.find((f) => f.id === id)!.series;
+            const stroke = vivid ? frontierHue[id] : hue[slot];
+            const pts = completionByDensity.map((r, i) => `${x(i)},${y(r[id])}`).join(" ");
+            const label = `${finalValue(id).toFixed(0)}%`;
+            const tagW = 12 + label.length * 8;
+            return (
+              <g key={id}>
+                <polyline
+                  className={s.line}
+                  pathLength={1}
+                  points={pts}
+                  fill="none"
+                  stroke={stroke}
+                  strokeWidth="2"
+                  strokeLinejoin="round"
+                  strokeLinecap="round"
+                  style={{ "--d": `${shownFormats.indexOf(id) * 110}ms` } as React.CSSProperties}
+                />
+                {vivid
+                  ? completionByDensity.map((r, i) => (
+                      <rect
+                        key={`pt-${r.band}`}
+                        className={s.pt}
+                        x={x(i) - 4}
+                        y={y(r[id]) - 4}
+                        width={8}
+                        height={8}
+                        fill={id === "openui" ? "var(--surface)" : stroke}
+                        stroke={stroke}
+                        strokeWidth={id === "openui" ? 2.5 : 0}
+                        style={
+                          { cursor: "default", "--d": `${420 + i * 60}ms` } as React.CSSProperties
+                        }
+                        onMouseEnter={() => setHover({ i, id })}
+                        onMouseLeave={() => setHover(null)}
+                      />
+                    ))
+                  : null}
+                <rect
+                  className={s.fadeLate}
+                  x={x(LAST) + 8}
+                  y={tagY[id] - 10}
+                  width={tagW}
+                  height={20}
+                  fill={stroke}
+                />
+                <text
+                  x={x(LAST) + 8 + tagW / 2}
+                  y={tagY[id] + 4.5}
+                  textAnchor="middle"
+                  className={`${s.endTag} ${s.fadeLate}`}
+                  fill={
+                    vivid && id === "a2ui"
+                      ? "var(--surface)"
+                      : vivid || id !== "jsonRender"
+                        ? "#fff"
+                        : "var(--ink)"
+                  }
+                >
+                  {label}
+                </text>
+              </g>
+            );
+          })}
+
+          {completionByDensity.map((r, i) => (
+            <text
+              key={r.band}
+              x={x(i)}
+              y={PAD.top + PH + 26}
+              textAnchor="middle"
+              fontSize="13"
+              fill="var(--ink-muted)"
+            >
+              {r.band}
+            </text>
+          ))}
+          <text x={PAD.left} y={PAD.top + PH + 46} fontSize="13" fill="var(--ink-muted)">
+            requirements per screen
+          </text>
+        </svg>
+        {hover ? (
+          <div
+            className={s.hoverCard}
+            style={{
+              left: Math.min(Math.max(x(hover.i), 80), W - 80),
+              top: y(completionByDensity[hover.i][hover.id]) - 12,
+            }}
+          >
+            <strong>
+              {FORMATS.find((f) => f.id === hover.id)!.label} · {completionByDensity[hover.i].band}{" "}
+              requirements
+            </strong>
+            {completionByDensity[hover.i][hover.id].toFixed(1)}% structurally valid ·{" "}
+            {completionByDensity[hover.i].runs} runs
+          </div>
+        ) : null}
+      </div>
+
+      <div className={`${s.legend} ${s.legendCenter}${vivid ? ` ${s.frontier}` : ""}`}>
+        {FORMATS.filter((f) => shownFormats.includes(f.id)).map((f) => (
+          <span key={f.id} className={`${s.key} ${slotClass(f.series)}`}>
+            <span
+              className={s.dot}
+              style={vivid ? { background: frontierHue[f.id] } : undefined}
+              aria-hidden
+            />
+            {f.label}:&nbsp;<span className={s.legendVal}>{finalValue(f.id).toFixed(0)}%</span>
+          </span>
+        ))}
+      </div>
+      <ChartDataDisclosure label="View complexity data">
+        <table className={s.dataTable}>
+          <caption>Structural validity by brief requirement count and generative UI format</caption>
+          <thead>
+            <tr>
+              <th scope="col">Requirements per screen</th>
+              <th scope="col" data-numeric="true">
+                Runs
+              </th>
+              {shownFormats.map((format) => (
+                <th key={format} scope="col" data-numeric="true">
+                  {FORMATS.find((item) => item.id === format)!.label}
+                </th>
+              ))}
+            </tr>
+          </thead>
+          <tbody>
+            {completionByDensity.map((row) => (
+              <tr key={`data-${row.band}`}>
+                <th scope="row">{row.band}</th>
+                <td data-numeric="true">{row.runs}</td>
+                {shownFormats.map((format) => (
+                  <td key={format} data-numeric="true">
+                    {row[format].toFixed(1)}%
+                  </td>
+                ))}
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/openui-mascot.ts b/docs/components/charts/openui-mascot.ts
new file mode 100644
index 000000000..7280baa81
--- /dev/null
+++ b/docs/components/charts/openui-mascot.ts
@@ -0,0 +1,90 @@
+/**
+ * The OpenUI mascot, inlined from public/shiro-logo.svg — the very asset the
+ * site nav renders, fills and stroke widths intact. Colours are baked (white
+ * body, black details) so the mark reads as the same solid silhouette in both
+ * themes, exactly like the nav.
+ */
+export const MASCOT_VIEWBOX = "0 0 113 107";
+
+export type MascotShape = { d: string; fill: string; stroke?: string; strokeWidth?: number };
+
+export const MASCOT_SHAPES: MascotShape[] = [
+  {
+    d: "M19.4998 83.5L28.9998 81.5L36.9998 87.5L43.4998 90.5L52.9998 95.5L61.4998 94L66.4998 90.5H74.9998L80.9998 84.5L86.9998 85.5L93.9998 86.5L99.9998 82.5L101.5 77.5L103.5 74.5L108 69.5V61L105.5 54.5L101.5 51V46.5L98.4998 41L95.9998 39L90.9998 36.5L89.4998 34.5L88.4998 28L84.9998 24L79.4998 21.5L74.9998 18H69.4998L62.9998 16H56.4998L48.9998 15H43.4998L36.9998 20.5L30.9998 21.5L27.9998 28L22.9998 33.5L14.4998 36.5L9.49976 46.5V53.5L3.99976 62L5.49976 71.5L13.4998 76.5L19.4998 83.5Z",
+    fill: "white",
+    stroke: "black",
+    strokeWidth: 1,
+  },
+  {
+    d: "M21.4324 30.6121C21.9323 30.5515 22.8217 30.4613 23.6492 30.6384C24.0769 30.7301 24.601 30.9153 25.0515 31.3132C25.5366 31.7418 25.8335 32.3275 25.9041 33.0056L25.9529 33.4714L25.7273 33.8826C24.9398 35.3158 23.4888 35.772 22.4763 35.9949C21.9671 36.107 21.3874 36.1927 20.9841 36.2644C20.5271 36.3457 20.207 36.4208 19.9734 36.5134C16.2312 37.9976 14.1381 40.4503 13.198 43.3103C12.2398 46.2253 12.4363 49.7091 13.5925 53.2273L13.9656 54.3621L12.9431 54.9792C10.3679 56.5343 8.38735 58.5584 7.43628 61.1931L7.43335 61.2C6.55693 63.5936 6.69709 66.235 7.823 68.5261L7.8269 68.5339C8.63101 70.1928 9.56776 71.2066 10.6794 71.9636C11.8379 72.7525 13.2378 73.3014 15.0896 73.9539L15.9148 74.2449L16.0681 75.1052C16.2791 76.2878 16.4182 76.9774 16.8357 77.7761L17.033 78.1267L17.0359 78.1316C17.7592 79.3526 18.9343 80.2529 20.3152 80.6433L20.5945 80.7146L20.6023 80.7166C22.4454 81.1493 24.018 80.7456 25.7722 79.8103C25.4982 78.4498 25.32 77.0725 25.2419 75.6873C21.9081 74.1701 20.0725 71.2572 19.5378 68.0779C19.0106 64.9417 19.7303 61.5101 21.4773 58.7253C20.3287 55.9983 19.9733 52.352 21.5017 49.5359C21.7302 49.1147 22.1899 48.1236 22.7341 47.3757C23.2909 46.6106 24.2681 45.6109 25.7761 45.6238L26.0876 45.6257L26.3728 45.7527C26.5166 45.8167 26.5897 45.8448 26.6941 45.8884C26.761 45.9164 26.9926 46.0083 27.2156 46.1863C27.4506 46.374 27.5899 46.5864 27.6404 46.6619L27.8328 46.9519L28.0242 47.2302L28.0769 47.5642C28.2794 48.8315 27.808 49.8095 27.3552 50.5271C27.1463 50.8582 26.8812 51.2237 26.698 51.489C26.4937 51.785 26.322 52.0522 26.1824 52.3298C25.9223 52.8472 25.7499 53.4438 25.8416 54.2947C25.9378 55.1873 26.3348 56.4458 27.3904 58.2351L27.8923 59.0857L27.3083 59.8835C25.3207 62.5983 24.5107 65.0142 24.7976 66.9197C25.0653 68.697 26.3697 70.4905 29.7751 71.8494L30.7468 72.2371L30.7185 73.283L30.6853 74.9783C30.6329 79.4682 32.5075 83.0789 36.6941 84.8669C38.4866 85.6324 40.1482 85.6308 42.4666 85.6453L43.1638 85.6501L43.6091 86.1843C45.0614 87.9258 46.2805 89.2038 47.6658 90.1687C49.027 91.1167 50.6148 91.8067 52.8455 92.2595C56.0068 92.8472 59.5543 92.1713 62.1394 90.3796L62.4197 90.1765C62.6883 89.9734 62.9263 89.7693 63.1755 89.5554C63.4855 89.2894 63.8727 88.9531 64.3142 88.6853C65.3606 88.0507 66.5097 87.9071 68.0945 88.2546C71.3559 88.9699 74.1135 88.1991 76.0251 86.5671C77.9444 84.9286 79.1444 82.3067 79.0496 79.0691L79.0466 78.9636L79.0583 78.8582C79.1458 78.0759 79.5493 77.4919 79.9685 77.0867C80.3732 76.6955 80.852 76.4113 81.2507 76.2029C81.6427 75.998 82.087 75.803 82.3787 75.6667C82.7296 75.5028 82.8897 75.4106 82.9548 75.3601C85.3017 73.5371 86.3949 71.3655 86.5828 69.1257C86.7737 66.8488 86.0396 64.344 84.4333 61.9109L84.0095 61.2683L84.2839 60.5496C85.0933 58.4299 85.5257 57.5574 85.8083 55.615C85.9695 54.5076 85.6043 53.4928 85.073 52.488C84.9414 52.2392 84.805 52.001 84.6667 51.7605C84.534 51.5296 84.3892 51.2791 84.2654 51.0447C84.1432 50.8134 84.0103 50.5395 83.9158 50.2527C83.8248 49.9765 83.7271 49.5654 83.8005 49.1013L83.8572 48.7429L84.072 48.45C84.2357 48.2264 84.4558 47.9173 84.7712 47.6648C85.0863 47.4127 85.4358 47.2649 85.6921 47.1531L85.9294 47.0496L86.1882 47.031C87.8054 46.9194 88.8428 47.8542 89.4373 48.7742C89.9861 49.6236 90.3021 50.673 90.4968 51.2625C91.4852 54.2544 91.3705 57.6949 90.0798 60.6277C92.0622 64.0115 92.5966 68.0398 91.5564 71.8171L91.5554 71.8201C90.8918 74.2111 89.9298 76.0308 88.5564 77.5515C87.3729 78.8619 85.9347 79.8907 84.2693 80.8689C84.262 81.2588 84.265 81.6565 84.2703 82.072C84.9092 82.6159 85.4867 82.899 86.5046 83.3718C87.9714 84.0013 89.1753 84.2307 90.7595 84.1638L90.7644 84.1628C92.8954 84.0799 94.9004 83.1599 96.3337 81.614C98.0033 79.7749 98.5149 77.5665 98.3816 74.9373L98.3318 73.9519L99.2175 73.5154C106.468 69.9467 108.449 61.4866 103.075 55.3982C103.089 55.414 103.054 55.3758 102.923 55.2683C102.806 55.1729 102.653 55.0556 102.468 54.9187C102.093 54.6421 101.649 54.3294 101.185 53.9988C100.738 53.6795 100.269 53.3409 99.9031 53.0466C99.7228 52.9017 99.5334 52.7414 99.3748 52.5808C99.2962 52.5013 99.1989 52.3948 99.1082 52.2693C99.0467 52.1843 98.9083 51.9843 98.8289 51.7009L98.7986 51.574C98.5404 50.2484 98.6137 48.7906 98.5896 47.7605C98.5632 46.6308 98.4413 45.7221 97.988 44.8855L97.9646 44.8416L97.9441 44.7966C96.9133 42.5524 95.7943 41.5666 94.5154 40.9011C93.8281 40.5435 93.0625 40.2633 92.1375 39.949C91.2361 39.6427 90.1787 39.3034 89.0496 38.8494L88.6531 38.6892L88.4001 38.3455C88.072 37.8986 87.805 37.3233 87.8777 36.6228C87.9377 36.0452 88.2287 35.5735 88.3513 35.365L88.5222 35.074L88.8025 34.8835C89.7859 34.2177 90.9041 34.1572 91.7859 34.28C99.816 35.3987 104.395 42.0712 104.187 49.3933C108.689 52.1127 111.091 56.8912 111.452 61.7507C111.822 66.742 110.057 72.0034 106.007 75.4441L105.607 75.7712C104.996 76.2546 104.422 76.6685 103.81 77.0828C103.409 79.4553 102.963 81.8702 101.22 84.2322C98.097 88.4661 92.8117 90.1077 87.8669 89.3269C85.7704 88.9959 84.0489 88.3235 82.3923 87.321C80.7441 89.9561 78.6138 91.8003 76.0662 92.8601C73.3032 94.0094 70.1827 94.1843 66.8826 93.6238C66.2512 94.1574 65.5892 94.6122 64.9158 95.0251L64.9128 95.0271C60.6496 97.6281 55.5136 98.4404 50.6433 97.2878C48.8029 96.8592 46.7201 95.9564 44.865 94.7957C43.2628 93.7932 41.7246 92.5333 40.6541 91.114C38.0138 90.8981 35.5661 90.3843 33.3767 89.2947C31.3379 88.2799 29.5876 86.797 28.1218 84.7146C24.9465 86.2962 21.5545 86.7347 18.5339 85.822C15.2524 84.8305 12.6233 82.3077 11.2947 78.4167C8.04861 77.1 5.44411 75.0628 3.73315 72.3953C1.89638 69.5314 1.1589 66.0483 1.64722 62.1853V62.1843C2.2064 57.7638 4.378 54.8004 7.56714 52.2625C6.75564 47.3307 7.24601 42.5158 9.39429 38.614C11.6449 34.5264 15.6222 31.6155 21.3572 30.6228L21.3943 30.616L21.4324 30.6121Z",
+    fill: "black",
+    stroke: "white",
+    strokeWidth: 3.0,
+  },
+  {
+    d: "M44.1337 12.1407C44.7601 12.0455 45.6448 12.049 46.5409 12.1281C47.4737 12.2103 48.5397 12.3837 49.5175 12.6779C50.4454 12.9571 51.5121 13.4087 52.2303 14.1798C52.6143 14.5921 52.9335 15.1345 53.0223 15.8038C53.1112 16.4743 52.9483 17.117 52.6405 17.6935L52.451 18.0499L52.1083 18.2618C51.4249 18.6855 50.6856 18.6476 50.2069 18.5753C49.7071 18.4998 49.1733 18.3328 48.7118 18.1827C47.7094 17.8567 46.7406 17.5129 45.6835 17.4064C44.6781 17.3051 43.6503 17.4306 42.5975 18.0568C41.5214 18.6969 40.285 19.9403 39.036 22.3204L38.6288 23.0978L37.7518 23.1232C35.8183 23.1799 34.6244 23.2736 33.6512 23.6525C32.7866 23.9892 31.9733 24.6064 31.0204 26.0157C30.7209 26.6706 30.6344 27.4106 30.4686 28.4767C30.3165 29.4549 30.0824 30.7951 29.16 31.8829C28.7674 32.3462 28.2587 32.5294 27.8143 32.5597C27.4671 32.5833 27.1388 32.5085 27.0663 32.4943L26.7098 32.4249L26.4247 32.1993C25.4653 31.4424 25.0545 30.3752 24.9598 29.3868L24.9589 29.3878C24.3914 24.696 27.7343 19.7434 32.2987 18.4523C33.1395 18.2144 33.7941 18.083 34.2821 17.9796C34.7979 17.8703 35.0358 17.8084 35.2216 17.7267C35.4761 17.6147 35.8175 17.3975 36.7655 15.921C37.566 14.6743 38.9172 13.821 40.1923 13.255C41.4907 12.6787 42.9096 12.313 44.1044 12.1447V12.1437C44.1127 12.1423 44.1213 12.142 44.1298 12.1407C44.1311 12.1406 44.1323 12.14 44.1337 12.1398V12.1407Z",
+    fill: "black",
+    stroke: "white",
+    strokeWidth: 3.0,
+  },
+  {
+    d: "M70.8386 14.3499C73.5158 14.197 75.9037 14.6468 77.9529 15.8196C79.8019 16.8778 81.2716 18.4671 82.4187 20.5159C84.9216 20.9967 87.2979 22.1966 89.0056 24.0198C90.9209 26.0647 91.9632 28.8683 91.3728 32.1204C91.2531 32.779 90.8665 33.2101 90.5437 33.4641C90.2537 33.6923 89.9298 33.8414 89.8113 33.8987L89.4509 34.0725L89.0525 34.0442C88.4996 34.0049 87.954 33.8682 87.4744 33.5618C86.977 33.244 86.6587 32.8126 86.4636 32.3694C86.2807 31.9536 86.2087 31.5341 86.1716 31.2073C86.1408 30.9359 86.1247 30.6282 86.1111 30.3987C85.7109 28.4362 84.9736 27.4826 84.0681 26.8967C83.0401 26.2315 81.6019 25.9024 79.5007 25.6077L78.6443 25.4875L78.3191 24.6868C77.5667 22.8346 76.5421 21.4026 75.322 20.5813C74.163 19.8012 72.705 19.4848 70.7917 20.0657C70.1878 20.2491 68.9531 20.5637 67.8865 20.4231C67.3494 20.3522 66.5091 20.1185 65.9958 19.3176C65.4709 18.4985 65.5922 17.5684 65.8533 16.8303L65.9617 16.5256L66.1843 16.2932C66.879 15.5678 67.7302 15.182 68.4773 14.9358C69.1695 14.7076 70.0249 14.5304 70.5476 14.3948L70.6912 14.3577L70.8386 14.3499Z",
+    fill: "black",
+    stroke: "white",
+    strokeWidth: 3.0,
+  },
+  {
+    d: "M49.924 8.43665C51.0012 8.41733 52.2453 8.75494 53.3878 9.23254C54.5562 9.72099 55.7593 10.4144 56.7687 11.2365C57.7521 12.0375 58.6887 13.0723 59.1115 14.2814C59.3305 14.9079 59.418 15.6035 59.2726 16.3234C59.1263 17.0472 58.7634 17.7 58.2306 18.2638L57.8029 18.7169L57.1798 18.7325C56.5555 18.7489 56.2447 18.6425 55.9015 18.5548L55.6027 18.4786L55.3585 18.2902C54.524 17.6477 54.1396 16.8282 53.8888 16.297C53.6151 15.7176 53.4752 15.4278 53.2081 15.17C53.0492 15.0167 52.8022 14.8624 52.4161 14.6954C52.0134 14.5213 51.6032 14.3901 51.0675 14.2003C50.1993 13.8927 48.6692 13.3536 47.9982 11.8907L47.8556 11.5792L47.8615 11.2374C47.8825 10.0994 48.4736 9.43147 48.7208 9.07727L49.1583 8.45032L49.924 8.43665Z",
+    fill: "black",
+    stroke: "white",
+    strokeWidth: 3.0,
+  },
+  {
+    d: "M67.0575 10.2031C67.3301 10.1883 68.4285 10.0534 69.287 10.1279C69.7383 10.1671 70.3451 10.2714 70.8876 10.6045C71.4737 10.9644 71.918 11.555 72.0262 12.3379L72.0428 12.4971L72.0438 12.5078L72.0624 12.8135C72.0765 13.1848 72.0546 13.7289 71.7997 14.2246C71.3632 15.0731 70.5445 15.3538 69.9178 15.4619C69.1324 15.5974 68.4879 15.6732 68.0135 15.7383C67.5143 15.8068 67.2222 15.8611 66.9833 15.9404C66.6117 16.0639 66.1923 16.2989 65.2577 17.3838C65.147 17.5408 65.0197 17.7268 64.9091 17.8701C64.7688 18.0518 64.5733 18.2819 64.2968 18.4814C63.7083 18.9061 63.0503 18.9757 62.5155 19.0127L62.0975 19.042L61.7245 18.8496C60.7709 18.3581 60.2392 17.519 60.1718 16.5625C60.1128 15.7263 60.4166 14.9577 60.7362 14.4004C62.123 11.9829 64.6047 10.9135 66.6962 10.2676L66.8729 10.2129L67.0575 10.2031Z",
+    fill: "black",
+    stroke: "white",
+    strokeWidth: 3.0,
+  },
+  {
+    d: "M21.991 31.8308C22.4256 31.7943 22.9323 31.7842 23.3826 31.8806C23.6848 31.9453 23.9789 32.0616 24.2097 32.2654C24.4458 32.4739 24.6013 32.7614 24.6404 33.1365L24.6482 33.2078L24.613 33.2712C24.109 34.1882 23.156 34.5439 22.2029 34.7537C21.7259 34.8586 21.2215 34.9318 20.7625 35.0134C20.2951 35.0965 19.8668 35.1895 19.5056 35.3328C15.4289 36.9495 13.0532 39.6795 11.99 42.9138C10.9242 46.1564 11.171 49.9281 12.3855 53.6238L12.4421 53.7966L12.2859 53.8914C9.54521 55.5463 7.3198 57.7729 6.24097 60.7615V60.7625C5.30711 63.3126 5.38895 66.1104 6.45679 68.5945L6.68335 69.0867V69.0886C7.57951 70.9373 8.65965 72.1254 9.96362 73.0134C11.1111 73.7948 12.4382 74.3489 13.989 74.9109L14.6677 75.1521L14.7937 75.197L14.8171 75.3289C15.0308 76.5263 15.1933 77.3698 15.7019 78.3494L15.9421 78.7791L15.9431 78.78C16.8347 80.2847 18.2788 81.3879 19.9695 81.866L20.3113 81.9529L20.3123 81.9539C22.8966 82.5605 25.0099 81.7705 27.2117 80.4548C26.7757 78.6053 26.5291 76.7175 26.4763 74.8191C23.1214 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+    fill: "black",
+    stroke: "black",
+    strokeWidth: 0.458571,
+  },
+  {
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+  },
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+  {
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+    fill: "black",
+    stroke: "black",
+    strokeWidth: 0.458571,
+  },
+];
diff --git a/docs/components/charts/primitives.tsx b/docs/components/charts/primitives.tsx
new file mode 100644
index 000000000..a7ef7a451
--- /dev/null
+++ b/docs/components/charts/primitives.tsx
@@ -0,0 +1,201 @@
+"use client";
+
+import { createContext, useContext, useId, useLayoutEffect, useRef, type ReactNode } from "react";
+import { BRAND_MARKS, markViewBox } from "./brand-marks";
+import { MASCOT_SHAPES, MASCOT_VIEWBOX } from "./openui-mascot";
+import s from "./viz.module.css";
+
+export const SLOT = [s.s1, s.s2, s.s3] as const;
+export const slotClass = (slot: 1 | 2 | 3) => SLOT[slot - 1];
+
+/**
+ * Chart skin. The blog ships the plain skin; /benchmarks wraps its content in
+ * <VizSkin vivid> to switch every descendant chart to the marketing treatment
+ * documented at the bottom of viz.module.css (stamps, tracks, striped OpenUI
+ * fills, 28px marks). Components read it with useVizSkin().
+ */
+const VizSkinContext = createContext<{ vivid: boolean }>({ vivid: false });
+
+export function VizSkin({ vivid = false, children }: { vivid?: boolean; children: ReactNode }) {
+  return <VizSkinContext.Provider value={{ vivid }}>{children}</VizSkinContext.Provider>;
+}
+
+export const useVizSkin = () => useContext(VizSkinContext);
+
+/**
+ * One-shot viewport reveal for the vivid skin: the card is put into the
+ * `revealPre` state (bars at zero, labels transparent — pure transform/opacity,
+ * nothing reflows) before the first post-hydration paint, and the class is
+ * dropped when ~a quarter of the card scrolls into view, letting the CSS in
+ * viz.module.css §6 run the grow-from-zero transition exactly once.
+ *
+ * Class-driven rather than state-driven: a reveal never needs a re-render, and
+ * server markup carries no class at all, so charts are fully drawn without JS
+ * and for anyone who prefers reduced motion.
+ */
+function useReveal(enabled: boolean) {
+  const ref = useRef<HTMLElement>(null);
+
+  useLayoutEffect(() => {
+    const el = ref.current;
+    if (!enabled || !el) return;
+    if (
+      typeof IntersectionObserver === "undefined" ||
+      window.matchMedia("(prefers-reduced-motion: reduce)").matches
+    ) {
+      return;
+    }
+    el.classList.add(s.revealPre);
+    const io = new IntersectionObserver(
+      (entries) => {
+        if (!entries.some((e) => e.isIntersecting)) return;
+        io.disconnect();
+        /* double rAF so the armed state is painted before the transition runs */
+        requestAnimationFrame(() => requestAnimationFrame(() => el.classList.remove(s.revealPre)));
+      },
+      { threshold: 0.25 },
+    );
+    io.observe(el);
+    return () => io.disconnect();
+  }, [enabled]);
+
+  return ref;
+}
+
+export function Mark({ id }: { id?: string }) {
+  /* the mascot is the nav's own artwork: baked colours, drawn edge to edge so
+     it rasterises as crisply here as it does in the site header */
+  if (id === "openui") {
+    return (
+      <svg className={s.mascot} viewBox={MASCOT_VIEWBOX} aria-hidden>
+        {MASCOT_SHAPES.map((shape, i) => (
+          <path
+            key={i}
+            d={shape.d}
+            fill={shape.fill}
+            stroke={shape.stroke}
+            strokeWidth={shape.strokeWidth}
+          />
+        ))}
+      </svg>
+    );
+  }
+  const d = id ? BRAND_MARKS[id] : undefined;
+  if (!d) return null;
+  return (
+    <svg viewBox={markViewBox(id)} aria-hidden>
+      <path d={d} fill="currentColor" />
+    </svg>
+  );
+}
+
+/** The 20px square logo chip from the reviewed design. */
+export function Chip({ mark }: { mark?: string }) {
+  if (!mark) return null;
+  return (
+    <span className={s.chip} aria-hidden>
+      <Mark id={mark} />
+    </span>
+  );
+}
+
+export function Chart({
+  title,
+  sub,
+  legend,
+  note,
+  tight,
+  children,
+}: {
+  title: string;
+  sub?: string;
+  legend?: Array<{ label: string; slot: 1 | 2 | 3 }>;
+  note?: ReactNode;
+  tight?: boolean;
+  children: ReactNode;
+}) {
+  const { vivid } = useVizSkin();
+  const revealRef = useReveal(vivid);
+  const headingId = useId();
+  const descriptionId = useId();
+  return (
+    <figure
+      ref={revealRef}
+      className={`${s.viz} ${tight ? s.tight : ""} ${vivid ? s.vivid : ""}`}
+      aria-labelledby={headingId}
+      aria-describedby={sub ? descriptionId : undefined}
+    >
+      <figcaption className={s.head}>
+        <p id={headingId} className={s.title}>
+          {title}
+        </p>
+        {sub ? (
+          <p id={descriptionId} className={s.sub}>
+            {sub}
+          </p>
+        ) : null}
+      </figcaption>
+      {children}
+      {legend ? (
+        <div className={s.legend}>
+          {legend.map((k) => (
+            <span key={k.label} className={`${s.key} ${slotClass(k.slot)}`}>
+              <span className={s.dot} aria-hidden />
+              {k.label}
+            </span>
+          ))}
+        </div>
+      ) : null}
+      {note ? <p className={s.note}>{note}</p> : null}
+    </figure>
+  );
+}
+
+/**
+ * A visible-on-demand semantic equivalent for a chart. It stays in the
+ * server-rendered document, so crawlers and assistive technology can recover
+ * exact values without executing hover interactions or interpreting pixels.
+ */
+export function ChartDataDisclosure({
+  label = "View data",
+  children,
+}: {
+  label?: string;
+  children: ReactNode;
+}) {
+  return (
+    <details className={s.dataDisclosure}>
+      <summary>{label}</summary>
+      <div className={s.dataDisclosureBody}>{children}</div>
+    </details>
+  );
+}
+
+/** One 32px row: logo chip + name on the left, bar and value in the body. */
+export function Row({
+  label,
+  mark,
+  wide,
+  tip,
+  children,
+}: {
+  label: string;
+  mark?: string;
+  /** Wider name column for long labels (failure families). */
+  wide?: boolean;
+  /** Plain-language tooltip shown on hover, rendered by the .tip CSS. */
+  tip?: string;
+  children: ReactNode;
+}) {
+  return (
+    <div className={`${s.row} ${tip ? s.tip : ""}`} data-tip={tip}>
+      <span className={`${s.rowName} ${wide ? s.rowNameWide : ""}`}>
+        <Chip mark={mark} />
+        <span className={s.rowLabel}>{label}</span>
+      </span>
+      <span className={s.rowBody}>{children}</span>
+    </div>
+  );
+}
+
+export { s as styles };
diff --git a/docs/components/charts/reliability-by-model.tsx b/docs/components/charts/reliability-by-model.tsx
new file mode 100644
index 000000000..e6421a6a4
--- /dev/null
+++ b/docs/components/charts/reliability-by-model.tsx
@@ -0,0 +1,915 @@
+"use client";
+
+import {
+  COST_MODELS,
+  FORMATS,
+  FORMAT_ORDER,
+  MODELS,
+  MODEL_BOARD_DEFAULT_HIDDEN_IDS,
+  OPENUI_MODEL_BOARD,
+  completionByModel,
+  costPerPass,
+  formatLabel,
+  modelBoardCostPerTask,
+  modelBoardDefaultSelected,
+  modelBoardFamilyFor,
+  modelBoardFrontier,
+  type FormatId,
+  type ModelBoardProvider,
+  type ModelId,
+} from "@/lib/benchmark-data";
+import { useEffect, useRef, useState, type CSSProperties } from "react";
+import { BRAND_MARKS, markViewBox } from "./brand-marks";
+import { Chart, ChartDataDisclosure, Mark, styles as s } from "./primitives";
+
+/* Both tabs share a plot box so switching views does not resize the hero.
+   PH is derived from the board's plot height for the same reason. */
+const PAD = { top: 44, bottom: 68 };
+const FORMAT_PLOT_HEIGHT = 720;
+const H = FORMAT_PLOT_HEIGHT + PAD.top + PAD.bottom;
+const PH = FORMAT_PLOT_HEIGHT;
+type View = "board" | "formats";
+
+const FORMAT_HUE: Record<FormatId, string> = {
+  openui: "var(--pO)",
+  a2ui: "var(--c2)",
+  jsonRender: "var(--c3)",
+};
+const PROVIDER_HUE: Record<ModelBoardProvider, string> = {
+  xAI: "#5f6470",
+  OpenAI: "#0f9f79",
+  Anthropic: "#d26a3a",
+  Google: "#3978e6",
+  Moonshot: "#7655d6",
+  Meta: "#6059cf",
+  Alibaba: "#b88308",
+  Zhipu: "#0d9488",
+  DeepSeek: "#0891b2",
+  "Thinking Machines": "#c34a91",
+  Microsoft: "#2774c8",
+  Mistral: "#dc5a4f",
+  IBM: "#4d6fb8",
+  Liquid: "#c04f79",
+  InclusionAI: "#7c6f64",
+};
+const MODEL_NAME: Record<ModelId, string> = {
+  sol: "GPT-5.6 Sol",
+  opus: "Claude Opus 4.8",
+  kimi: "Kimi K3",
+  gemini: "Gemini 3.6 Flash",
+  qwen: "Qwen3.8 2.4T",
+  muse: "Muse Spark 1.2",
+};
+const PROVIDERS = Array.from(new Set(OPENUI_MODEL_BOARD.map((p) => p.provider)));
+/* The page's established geometry puts cheaper models on the right, so the
+   best trade-off is consistently top-right. Log spacing keeps sub-cent API
+   prices distinguishable. Free models use a tiny display floor; their exact
+   zero price remains available in the tooltip. */
+const BOARD_MAX_COST = 0.08;
+const BOARD_MIN_COST = 0.0001;
+const BOARD_X_TICKS = [0.08, 0.02, 0.005, 0.001, 0.0001];
+const BOARD_FULL_Y_TICKS = [0, 20, 40, 60, 80, 100];
+const BOARD_FOCUSED_Y_TICKS = [20, 40, 60, 80, 100];
+const BOARD_REFERENCE_LABELS = [
+  "gpt-5-6-sol",
+  "claude-opus-4-8",
+  "gemini-3-7-flash",
+  "kimi-k3",
+  "muse-spark-1-2",
+  "diffusion-gemma-26b-a4b",
+  "ling-3-tiny",
+  "lfm-2-5-2-6b",
+] as const;
+const BOARD_PARETO = modelBoardFrontier();
+const DEFAULT_BOARD_IDS = OPENUI_MODEL_BOARD.filter((point) =>
+  modelBoardDefaultSelected(point.id),
+).map((point) => point.id);
+const DEFAULT_BOARD_ID_SET = new Set<string>(DEFAULT_BOARD_IDS);
+const DEFAULT_HIDDEN_ID_SET = new Set<string>(MODEL_BOARD_DEFAULT_HIDDEN_IDS);
+
+const sameIds = (left: ReadonlySet<string>, right: ReadonlySet<string>) =>
+  left.size === right.size && [...left].every((id) => right.has(id));
+
+export function ReliabilityByModel({
+  models,
+  formats,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+}) {
+  const holder = useRef<HTMLDivElement>(null);
+  const [width, setWidth] = useState(1080);
+  const [view, setView] = useState<View>("board");
+  const [selectedBoardIds, setSelectedBoardIds] = useState<Set<string>>(
+    () => new Set(DEFAULT_BOARD_IDS),
+  );
+  const [boardHover, setBoardHover] = useState<string | null>(null);
+  const [formatHover, setFormatHover] = useState<{ m: ModelId; f: FormatId } | null>(null);
+  const [urlReady, setUrlReady] = useState(false);
+
+  useEffect(() => {
+    const element = holder.current;
+    if (!element) return;
+    const observer = new ResizeObserver(([entry]) =>
+      setWidth(Math.max(320, Math.round(entry.contentRect.width))),
+    );
+    observer.observe(element);
+    return () => observer.disconnect();
+  }, []);
+
+  useEffect(() => {
+    const syncFromUrl = () => {
+      const params = new URLSearchParams(window.location.search);
+      setView(params.get("view") === "formats" ? "formats" : "board");
+      const requestedModels = params.get("models");
+      if (requestedModels !== null) {
+        const validIds = new Set(OPENUI_MODEL_BOARD.map((point) => point.id));
+        setSelectedBoardIds(
+          new Set(requestedModels.split(",").filter((id) => validIds.has(id as never))),
+        );
+      } else {
+        setSelectedBoardIds(new Set(DEFAULT_BOARD_IDS));
+      }
+      setUrlReady(true);
+    };
+    queueMicrotask(syncFromUrl);
+    window.addEventListener("popstate", syncFromUrl);
+    return () => window.removeEventListener("popstate", syncFromUrl);
+  }, []);
+
+  useEffect(() => {
+    if (!urlReady) return;
+    const url = new URL(window.location.href);
+    if (view === "formats") url.searchParams.set("view", "formats");
+    else url.searchParams.delete("view");
+    if (sameIds(selectedBoardIds, DEFAULT_BOARD_ID_SET)) url.searchParams.delete("models");
+    else url.searchParams.set("models", [...selectedBoardIds].join(","));
+    window.history.replaceState(null, "", `${url.pathname}${url.search}${url.hash}`);
+  }, [selectedBoardIds, urlReady, view]);
+
+  const narrow = width < 620;
+  const boardPlotHeight = narrow ? 820 : 720;
+  /* The plot itself shares the control row's full-width alignment. Axis labels
+     are allowed to hang into the page gutter instead of pushing the grid in. */
+  const PL = 0;
+  const PR = 0;
+  const PW = width - PL - PR;
+  const boardTop = PAD.top;
+  const boardBottom = boardTop + boardPlotHeight;
+  const boardHeight = boardBottom + PAD.bottom;
+  const usesFullYRange = [...selectedBoardIds].some((id) => DEFAULT_HIDDEN_ID_SET.has(id));
+  const boardYMin = usesFullYRange ? 0 : 20;
+  const boardYTicks = usesFullYRange ? BOARD_FULL_Y_TICKS : BOARD_FOCUSED_Y_TICKS;
+  const boardX = (cost: number) => {
+    const displayedCost = Math.max(cost, BOARD_MIN_COST);
+    const proportion =
+      (Math.log(displayedCost) - Math.log(BOARD_MIN_COST)) /
+      (Math.log(BOARD_MAX_COST) - Math.log(BOARD_MIN_COST));
+    return PL + (1 - proportion) * PW;
+  };
+  const boardY = (score: number) =>
+    boardTop + (1 - (score - boardYMin) / (100 - boardYMin)) * boardPlotHeight;
+  const formatX = (cost: number) => PL + ((7.4 - cost) / 7.4) * PW;
+  const formatY = (score: number) => PAD.top + (1 - (score - 66) / 34) * PH;
+  const visibleBoardPoints = OPENUI_MODEL_BOARD.filter((point) => selectedBoardIds.has(point.id));
+  const visibleProviders = PROVIDERS.filter((provider) =>
+    visibleBoardPoints.some((point) => point.provider === provider),
+  );
+
+  const pricedModels = COST_MODELS.filter((m) => (models ?? MODELS.map((x) => x.id)).includes(m));
+  const activeFormats = FORMAT_ORDER.filter((f) => (formats ?? FORMAT_ORDER).includes(f));
+  const formatSeries = activeFormats.map((format) => ({
+    format,
+    points: pricedModels
+      .map((model) => ({
+        model,
+        cost: costPerPass[model]![format],
+        score: completionByModel[model][format],
+      }))
+      .sort((a, b) => b.cost - a.cost),
+  }));
+  const hoveredBoard = OPENUI_MODEL_BOARD.find((p) => p.id === boardHover);
+  const hoveredFormat = formatHover
+    ? {
+        cost: costPerPass[formatHover.m]![formatHover.f],
+        score: completionByModel[formatHover.m][formatHover.f],
+      }
+    : null;
+
+  /* Keep the default view editorial: label the competitive frontier, a few
+     major reference models, and the local/free extremes. Every other model is
+     still fully named in its hover/focus card and accessible label. */
+  const visiblePareto = visibleBoardPoints
+    .filter(
+      (point) =>
+        !("unpriced" in point) &&
+        !visibleBoardPoints.some(
+          (other) =>
+            other !== point &&
+            !("unpriced" in other) &&
+            modelBoardCostPerTask(other) <= modelBoardCostPerTask(point) &&
+            other.score >= point.score &&
+            (modelBoardCostPerTask(other) < modelBoardCostPerTask(point) ||
+              other.score > point.score),
+        ),
+    )
+    .sort((a, b) => modelBoardCostPerTask(b) - modelBoardCostPerTask(a));
+  const competitivePareto = visiblePareto.filter((point) => point.score >= 80);
+  const competitiveParetoIds = new Set(competitivePareto.map((point) => point.id));
+  /* Every visible point is named, as on the Artificial Analysis reference.
+     The collision pass below shifts and re-anchors labels rather than hiding
+     them, so no model is silently unlabelled. */
+  const labelledBoardIds = new Set<string>(visibleBoardPoints.map((point) => point.id));
+  const labelFontSize = narrow ? 10 : 11.5;
+  const boardLabels = (() => {
+    const placed: Array<{ left: number; right: number; top: number; bottom: number }> = [];
+    const shifts = [0, 18, -18, 36, -36, 54, -54];
+    const leaders = narrow ? [18, 30, 42] : [22, 34, 46];
+    return visibleBoardPoints
+      .filter((point) => labelledBoardIds.has(point.id))
+      .sort((a, b) => b.score - a.score || modelBoardCostPerTask(a) - modelBoardCostPerTask(b))
+      .map((point) => {
+        const px = boardX(modelBoardCostPerTask(point));
+        const py = boardY(point.score);
+        const labelWidth = Math.max(36, point.label.length * (narrow ? 5.4 : 6.35));
+        const preferred: "start" | "end" = px < PL + PW * 0.58 ? "start" : "end";
+        const anchors: Array<"start" | "end"> = [
+          preferred,
+          preferred === "start" ? "end" : "start",
+        ];
+        for (const anchor of anchors) {
+          for (const shift of shifts) {
+            for (const leader of leaders) {
+              const lx = px + (anchor === "start" ? leader : -leader);
+              const left = anchor === "start" ? lx : lx - labelWidth;
+              const right = anchor === "start" ? lx + labelWidth : lx;
+              if (left < PL || right > PL + PW) continue;
+
+              const ly = Math.max(
+                boardTop + labelFontSize,
+                Math.min(boardBottom - 4, py - 7 + shift),
+              );
+              const box = {
+                left: left - 6,
+                right: right + 6,
+                top: ly - labelFontSize - 5,
+                bottom: ly + 6,
+              };
+              const collides = placed.some(
+                (other) =>
+                  box.left < other.right &&
+                  box.right > other.left &&
+                  box.top < other.bottom &&
+                  box.bottom > other.top,
+              );
+              if (collides) continue;
+              placed.push(box);
+              return { point, lx, ly, anchor };
+            }
+          }
+        }
+
+        const anchor = preferred;
+        const leader = leaders[leaders.length - 1];
+        const lx = px + (anchor === "start" ? leader : -leader);
+        const ly = Math.max(boardTop + labelFontSize, Math.min(boardBottom - 3, py - 7));
+        return { point, lx, ly, anchor };
+      });
+  })();
+
+  const toggleBoardModel = (id: string) => {
+    setSelectedBoardIds((current) => {
+      const next = new Set(current);
+      if (next.has(id)) next.delete(id);
+      else next.add(id);
+      return next;
+    });
+    setBoardHover(null);
+  };
+
+  return (
+    <Chart
+      title={view === "board" ? "Model comparison" : "Format comparison"}
+      sub={
+        view === "board"
+          ? "Provider-coloured dots with one Pareto frontier. Key references are labeled; hover any point for its name and values."
+          : "The original six-model comparison, one line per format. Higher and further right is better."
+      }
+    >
+      <div className={s.chartControlRow}>
+        <div
+          className={s.axisToggle}
+          role="tablist"
+          aria-label="Chart view"
+          onKeyDown={(event) => {
+            if (event.key !== "ArrowLeft" && event.key !== "ArrowRight") return;
+            event.preventDefault();
+            const nextView = view === "board" ? "formats" : "board";
+            setView(nextView);
+            setBoardHover(null);
+            setFormatHover(null);
+            requestAnimationFrame(() =>
+              document
+                .getElementById(
+                  nextView === "board" ? "benchmark-models-tab" : "benchmark-formats-tab",
+                )
+                ?.focus(),
+            );
+          }}
+        >
+          <button
+            id="benchmark-models-tab"
+            type="button"
+            role="tab"
+            aria-selected={view === "board"}
+            aria-controls="benchmark-model-chart-panel"
+            aria-describedby="benchmark-model-view-description"
+            tabIndex={view === "board" ? 0 : -1}
+            className={`${s.axisBtn} ${view === "board" ? s.axisBtnOn : ""}`}
+            onClick={() => {
+              setView("board");
+              setFormatHover(null);
+            }}
+          >
+            Model comparison
+          </button>
+          <button
+            id="benchmark-formats-tab"
+            type="button"
+            role="tab"
+            aria-selected={view === "formats"}
+            aria-controls="benchmark-format-chart-panel"
+            aria-describedby="benchmark-format-view-description"
+            tabIndex={view === "formats" ? 0 : -1}
+            className={`${s.axisBtn} ${view === "formats" ? s.axisBtnOn : ""}`}
+            onClick={() => {
+              setView("formats");
+              setBoardHover(null);
+            }}
+          >
+            Format comparison
+          </button>
+          <span id="benchmark-model-view-description" className={s.tableCaption}>
+            Compares OpenUI structural validity and cost across 30 models using provider-coloured
+            dots and one Pareto frontier.
+          </span>
+          <span id="benchmark-format-view-description" className={s.tableCaption}>
+            Compares validity and cost across OpenUI, A2UI, and json-render for six models.
+          </span>
+        </div>
+
+        {view === "board" ? (
+          <details className={s.modelSelect}>
+            <summary
+              aria-label={`Filter models, ${selectedBoardIds.size} of ${OPENUI_MODEL_BOARD.length} selected`}
+            >
+              <span>Models</span>
+              <strong>
+                {selectedBoardIds.size === OPENUI_MODEL_BOARD.length
+                  ? `All ${OPENUI_MODEL_BOARD.length}`
+                  : `${selectedBoardIds.size} / ${OPENUI_MODEL_BOARD.length}`}
+              </strong>
+              <span className={s.modelSelectChevron} aria-hidden>
+                ↓
+              </span>
+            </summary>
+            <div className={s.modelSelectMenu} role="group" aria-label="Models shown on chart">
+              <span className={s.tableCaption} aria-live="polite">
+                {selectedBoardIds.size} of {OPENUI_MODEL_BOARD.length} models selected
+              </span>
+              <div className={s.modelSelectActions}>
+                <span>{selectedBoardIds.size} selected</span>
+                <button
+                  type="button"
+                  onClick={() =>
+                    setSelectedBoardIds(new Set(OPENUI_MODEL_BOARD.map((point) => point.id)))
+                  }
+                >
+                  All
+                </button>
+                <button type="button" onClick={() => setSelectedBoardIds(new Set())}>
+                  None
+                </button>
+              </div>
+              <div className={s.modelSelectList}>
+                {PROVIDERS.map((provider) => {
+                  const companyModels = OPENUI_MODEL_BOARD.filter(
+                    (point) => point.provider === provider,
+                  );
+                  return (
+                    <section
+                      key={provider}
+                      className={s.modelSelectGroup}
+                      role="group"
+                      aria-labelledby={`model-provider-${PROVIDERS.indexOf(provider)}`}
+                    >
+                      <div
+                        id={`model-provider-${PROVIDERS.indexOf(provider)}`}
+                        className={s.modelSelectGroupTitle}
+                      >
+                        <span
+                          className={s.modelSelectDot}
+                          style={{ background: PROVIDER_HUE[provider] }}
+                          aria-hidden
+                        />
+                        <strong>{provider}</strong>
+                        <span>{companyModels.length}</span>
+                      </div>
+                      {companyModels.map((point) => (
+                        <label key={point.id}>
+                          <input
+                            type="checkbox"
+                            checked={selectedBoardIds.has(point.id)}
+                            onChange={() => toggleBoardModel(point.id)}
+                          />
+                          <span>{point.label}</span>
+                        </label>
+                      ))}
+                    </section>
+                  );
+                })}
+              </div>
+            </div>
+          </details>
+        ) : null}
+      </div>
+
+      <div
+        id={view === "board" ? "benchmark-model-chart-panel" : "benchmark-format-chart-panel"}
+        ref={holder}
+        role="tabpanel"
+        aria-labelledby={view === "board" ? "benchmark-models-tab" : "benchmark-formats-tab"}
+        className={`${s.svgHolder} ${s.frontier} ${s.edgeAligned}`}
+        style={{ position: "relative" }}
+      >
+        {view === "board" ? (
+          <svg
+            className={s.svg}
+            width={width}
+            height={boardHeight}
+            viewBox={`0 0 ${width} ${boardHeight}`}
+            role="img"
+            aria-label={`OpenUI structural validity versus cost per task for ${visibleBoardPoints.length} selected models; vertical axis ranges from ${boardYMin} to 100 percent`}
+          >
+            {boardYTicks.map((tick) => (
+              <g key={tick}>
+                <line
+                  x1={PL}
+                  x2={PL + PW}
+                  y1={boardY(tick)}
+                  y2={boardY(tick)}
+                  stroke="var(--rule)"
+                />
+                <text
+                  x={PL - 4}
+                  y={boardY(tick) + 4}
+                  textAnchor="end"
+                  fontSize="12.5"
+                  fill="var(--ink-muted)"
+                >
+                  {tick}%
+                </text>
+              </g>
+            ))}
+            {BOARD_X_TICKS.map((tick) => (
+              <g key={tick}>
+                <line
+                  x1={boardX(tick)}
+                  x2={boardX(tick)}
+                  y1={boardTop}
+                  y2={boardBottom}
+                  stroke="var(--rule)"
+                />
+                <text
+                  x={boardX(tick)}
+                  y={boardBottom + 26}
+                  textAnchor="middle"
+                  fontSize="12.5"
+                  fill="var(--ink-muted)"
+                >
+                  {tick === BOARD_MIN_COST
+                    ? "free / local"
+                    : `$${tick.toFixed(tick < 0.01 ? 3 : 2)}`}
+                </text>
+              </g>
+            ))}
+            <text x={PL + 4} y={boardTop - 15} fontSize="13.5" fill="var(--ink)">
+              Structural validity vs cost
+            </text>
+            <text
+              className={s.axisTitle}
+              transform={`translate(${PL - 44}, ${boardTop + boardPlotHeight / 2}) rotate(-90)`}
+              textAnchor="middle"
+            >
+              Structural validity of OpenUI generations
+            </text>
+            <text x={PL + PW} y={boardTop - 15} textAnchor="end" fontSize="12.5" fill="var(--ink)">
+              better ↗
+            </text>
+            <text
+              className={s.axisTitle}
+              x={PL + PW / 2}
+              y={boardHeight - 10}
+              textAnchor="middle"
+            >
+              Cost per task · USD
+            </text>
+            {visiblePareto.length > 1 ? (
+              <path
+                className={s.fadeLate}
+                d={visiblePareto
+                  .map(
+                    (point, index) =>
+                      `${index === 0 ? "M" : "L"} ${boardX(modelBoardCostPerTask(point))} ${boardY(point.score)}`,
+                  )
+                  .join(" ")}
+                fill="none"
+                stroke="var(--ink)"
+                strokeWidth={1.5}
+                strokeOpacity={0.62}
+                strokeLinejoin="round"
+                strokeLinecap="round"
+                aria-hidden="true"
+              />
+            ) : null}
+
+            {visibleBoardPoints.map((point, index) => {
+              const radius = 4.5;
+              const px = boardX(modelBoardCostPerTask(point));
+              const py = boardY(point.score);
+              return (
+                <g key={point.id}>
+                  <circle
+                    className={s.pt}
+                    cx={px}
+                    cy={py}
+                    r={radius}
+                    fill={PROVIDER_HUE[point.provider]}
+                    stroke="var(--surface)"
+                    strokeWidth={2}
+                    aria-label={`${point.label}, ${point.provider}: ${point.score.toFixed(1)}% valid, ${"unpriced" in point ? "self-hosted, cost not comparable" : `$${modelBoardCostPerTask(point).toFixed(4)} per task`}`}
+                    style={{ cursor: "default", "--d": `${300 + index * 18}ms` } as CSSProperties}
+                    onMouseEnter={() => setBoardHover(point.id)}
+                    onMouseLeave={() => setBoardHover(null)}
+                  />
+                </g>
+              );
+            })}
+            {boardLabels.map(({ point, lx, ly, anchor }) => (
+              <g key={`label-${point.id}`} className={s.fadeLate}>
+                <text
+                  x={lx}
+                  y={ly}
+                  textAnchor={anchor}
+                  fontSize={labelFontSize}
+                  fontWeight={450}
+                  fill="var(--ink-muted)"
+                  stroke="var(--surface)"
+                  strokeWidth={4}
+                  paintOrder="stroke"
+                >
+                  {point.label}
+                </text>
+              </g>
+            ))}
+          </svg>
+        ) : (
+          <svg
+            className={s.svg}
+            width={width}
+            height={H}
+            viewBox={`0 0 ${width} ${H}`}
+            role="img"
+            aria-label="Structural validity versus cost, one line per generative UI format across six models"
+          >
+            {[70, 80, 90, 100].map((tick) => (
+              <g key={tick}>
+                <line
+                  x1={PL}
+                  x2={PL + PW}
+                  y1={formatY(tick)}
+                  y2={formatY(tick)}
+                  stroke="var(--rule)"
+                />
+                <text
+                  x={PL - 4}
+                  y={formatY(tick) + 4}
+                  textAnchor="end"
+                  fontSize="13"
+                  fill="var(--ink-muted)"
+                >
+                  {tick}%
+                </text>
+              </g>
+            ))}
+            {[6, 4, 2, 0].map((tick) => (
+              <g key={tick}>
+                <line
+                  x1={formatX(tick)}
+                  x2={formatX(tick)}
+                  y1={formatY(100)}
+                  y2={PAD.top + PH}
+                  stroke="var(--rule)"
+                />
+                <text
+                  x={formatX(tick)}
+                  y={PAD.top + PH + 28}
+                  textAnchor="middle"
+                  fontSize="13"
+                  fill="var(--ink-muted)"
+                >
+                  ${tick}
+                </text>
+              </g>
+            ))}
+            <text x={PL + 4} y={formatY(100) - 14} fontSize="13.5" fill="var(--ink)">
+              Structural validity vs cost
+            </text>
+            <text
+              className={s.axisTitle}
+              transform={`translate(${PL - 44}, ${PAD.top + PH / 2}) rotate(-90)`}
+              textAnchor="middle"
+            >
+              Structural validity by format
+            </text>
+            <text x={PL + PW} y={formatY(100) - 14} textAnchor="end" fontSize="12.5" fill="var(--ink)">
+              better ↗
+            </text>
+            <text
+              className={s.axisTitle}
+              x={PL + PW / 2}
+              y={H - 10}
+              textAnchor="middle"
+            >
+              Cost of one benchmark pass · 46 screens
+            </text>
+            {[...formatSeries].reverse().map(({ format, points }) => {
+              const stroke = FORMAT_HUE[format];
+              const ours = format === "openui";
+              const first = points[0];
+              return (
+                <g key={format}>
+                  <polyline
+                    className={s.line}
+                    pathLength={1}
+                    points={points.map((p) => `${formatX(p.cost)},${formatY(p.score)}`).join(" ")}
+                    fill="none"
+                    stroke={stroke}
+                    strokeWidth={ours ? 4.5 : 2.75}
+                    strokeLinejoin="round"
+                    strokeLinecap="round"
+                    style={{ "--d": `${activeFormats.indexOf(format) * 120}ms` } as CSSProperties}
+                  />
+                  {points.map((point, index) => {
+                    const radius =
+                      5 + (formatHover?.m === point.model && formatHover?.f === format ? 1.5 : 0);
+                    return (
+                      <rect
+                        key={point.model}
+                        className={s.pt}
+                        x={formatX(point.cost) - radius}
+                        y={formatY(point.score) - radius}
+                        width={radius * 2}
+                        height={radius * 2}
+                        fill={ours ? "var(--surface)" : stroke}
+                        stroke={stroke}
+                        strokeWidth={ours ? 2.5 : 0}
+                        aria-label={`${formatLabel(format)}, ${MODEL_NAME[point.model]}: ${point.score.toFixed(1)}% valid, $${point.cost.toFixed(2)} per pass`}
+                        style={
+                          { cursor: "default", "--d": `${350 + index * 45}ms` } as CSSProperties
+                        }
+                        onMouseEnter={() => setFormatHover({ m: point.model, f: format })}
+                        onMouseLeave={() => setFormatHover(null)}
+                      />
+                    );
+                  })}
+                  {!narrow && (
+                    <text
+                      className={s.fadeLate}
+                      x={formatX(first.cost) - 14}
+                      y={formatY(first.score) + 5}
+                      textAnchor="end"
+                      fontSize="14"
+                      fontWeight={600}
+                      fill={stroke}
+                      stroke="var(--surface)"
+                      strokeWidth={4}
+                      paintOrder="stroke"
+                    >
+                      {formatLabel(format)}
+                    </text>
+                  )}
+                </g>
+              );
+            })}
+            {!narrow &&
+              formatSeries.flatMap(({ format, points }) =>
+                points.map((point) => {
+                  const model = MODELS.find((item) => item.id === point.model)!;
+                  const vb = Number(markViewBox(model.mark).split(" ")[2]);
+                  const above = formatY(point.score) - 27;
+                  const gy =
+                    format === "jsonRender" || above < PAD.top ? formatY(point.score) + 12 : above;
+                  return (
+                    <path
+                      key={`${format}-${point.model}-mark`}
+                      className={s.fadeLate}
+                      d={BRAND_MARKS[model.mark]}
+                      transform={`translate(${formatX(point.cost) - 8}, ${gy}) scale(${16 / vb})`}
+                      fill="var(--ink-muted)"
+                    />
+                  );
+                }),
+              )}
+          </svg>
+        )}
+
+        {view === "board" && hoveredBoard ? (
+          <div
+            className={s.hoverCard}
+            style={{
+              left: Math.min(
+                Math.max(boardX(modelBoardCostPerTask(hoveredBoard)), 138),
+                width - 138,
+              ),
+              top: boardY(hoveredBoard.score) - 12,
+            }}
+          >
+            <strong>{hoveredBoard.label}</strong>
+            <span>{hoveredBoard.provider}</span>
+            <span>
+              {hoveredBoard.score.toFixed(1)}% valid ·{" "}
+              {"unpriced" in hoveredBoard
+                ? "Self-hosted · cost not comparable"
+                : modelBoardCostPerTask(hoveredBoard) === 0
+                  ? "Free"
+                  : `$${modelBoardCostPerTask(hoveredBoard).toFixed(modelBoardCostPerTask(hoveredBoard) < 0.01 ? 4 : 3)} / task`}
+            </span>
+          </div>
+        ) : null}
+        {view === "formats" && formatHover && hoveredFormat ? (
+          <div
+            className={s.hoverCard}
+            style={{
+              left: Math.min(Math.max(formatX(hoveredFormat.cost), 130), width - 130),
+              top: formatY(hoveredFormat.score) - 14,
+            }}
+          >
+            <strong>
+              {formatLabel(formatHover.f)} · {MODEL_NAME[formatHover.m]}
+            </strong>
+            {hoveredFormat.score.toFixed(1)}% valid · ${hoveredFormat.cost.toFixed(2)} per pass
+          </div>
+        ) : null}
+      </div>
+
+      <div
+        id={view === "board" ? "benchmark-format-chart-panel" : "benchmark-model-chart-panel"}
+        role="tabpanel"
+        aria-labelledby={view === "board" ? "benchmark-formats-tab" : "benchmark-models-tab"}
+        hidden
+      >
+        {view === "board"
+          ? "Format comparison data is available in the chart data tables below."
+          : "Model comparison data is available in the chart data tables below."}
+      </div>
+
+      {view === "board" ? (
+        <div className={`${s.legend} ${s.legendCenter}`} aria-label="Model provider key">
+          <span className={s.key}>
+            <span className={s.paretoKeyLine} aria-hidden />
+            Pareto frontier
+          </span>
+          {visibleProviders.map((provider) => (
+            <span key={provider} className={s.key}>
+              <span className={s.dot} style={{ background: PROVIDER_HUE[provider] }} aria-hidden />
+              {provider}
+            </span>
+          ))}
+        </div>
+      ) : narrow ? (
+        <div className={`${s.legend} ${s.legendCenter} ${s.frontier}`} aria-label="Format key">
+          {FORMATS.filter((f) => activeFormats.includes(f.id)).map((f) => (
+            <span key={f.id} className={s.key}>
+              <span className={s.dot} style={{ background: FORMAT_HUE[f.id] }} aria-hidden />
+              {f.label}
+            </span>
+          ))}
+        </div>
+      ) : (
+        <div className={`${s.legend} ${s.legendCenter}`} aria-label="Model key">
+          {MODELS.filter((m) => pricedModels.includes(m.id)).map((m) => (
+            <span key={m.id} className={s.key}>
+              <Mark id={m.mark} />
+              {MODEL_NAME[m.id]}
+            </span>
+          ))}
+        </div>
+      )}
+
+      <ChartDataDisclosure label="View chart data">
+        <section className={s.dataSection} aria-labelledby="benchmark-model-data-heading">
+          <h3 id="benchmark-model-data-heading" className={s.dataSectionHeading}>
+            Model comparison data
+          </h3>
+          <table className={s.dataTable}>
+            <caption>
+              OpenUI model-board structural validity and measured cost for all models
+            </caption>
+            <thead>
+              <tr>
+                <th scope="col">Model</th>
+                <th scope="col">Provider</th>
+                <th scope="col">Family</th>
+                <th scope="col" data-numeric="true">
+                  Valid
+                </th>
+                <th scope="col" data-numeric="true">
+                  Cost per task
+                </th>
+                <th scope="col">Pricing</th>
+                <th scope="col">Pareto frontier</th>
+                <th scope="col">Shown in chart</th>
+              </tr>
+            </thead>
+            <tbody>
+              {OPENUI_MODEL_BOARD.map((point) => {
+                const family = modelBoardFamilyFor(point.id);
+                const unpriced = "unpriced" in point;
+                const cost = modelBoardCostPerTask(point);
+                return (
+                  <tr key={`data-${point.id}`}>
+                    <th scope="row">{point.label}</th>
+                    <td>{point.provider}</td>
+                    <td>{family?.label ?? "—"}</td>
+                    <td data-numeric="true">{point.score.toFixed(1)}%</td>
+                    <td data-numeric="true">
+                      {unpriced
+                        ? "Not comparable"
+                        : cost === 0
+                          ? "$0 / free"
+                          : `$${cost.toFixed(4)}`}
+                    </td>
+                    <td>{unpriced ? "Self-hosted" : cost === 0 ? "Free" : "List price"}</td>
+                    <td>
+                      {!unpriced && BOARD_PARETO.some((row) => row.id === point.id) ? "Yes" : "No"}
+                    </td>
+                    <td>{selectedBoardIds.has(point.id) ? "Yes" : "No"}</td>
+                  </tr>
+                );
+              })}
+            </tbody>
+          </table>
+          <p className={s.dataNote}>
+            All 30 models remain in this table and the downloads, including models hidden by the
+            chart&rsquo;s default filter. Self-hosted cost is unknown, not zero. Filter state is
+            preserved in this page&rsquo;s URL. Focused benchmark:{" "}
+            <a href="/benchmarks/language">language and model results</a>. Full dataset:{" "}
+            <a href="/benchmarks/data.json">JSON</a>, <a href="/benchmarks/data.csv">CSV</a>, or{" "}
+            <a href="/benchmarks/agent.md">agent Markdown</a>.
+          </p>
+        </section>
+        <section className={s.dataSection} aria-labelledby="benchmark-format-data-heading">
+          <h3 id="benchmark-format-data-heading" className={s.dataSectionHeading}>
+            Format comparison data
+          </h3>
+          <table className={s.dataTable}>
+            <caption>
+              Structural validity and cost per 46-screen pass for each model and format
+            </caption>
+            <thead>
+              <tr>
+                <th scope="col">Model</th>
+                <th scope="col">Format</th>
+                <th scope="col" data-numeric="true">
+                  Valid
+                </th>
+                <th scope="col" data-numeric="true">
+                  Cost per pass
+                </th>
+              </tr>
+            </thead>
+            <tbody>
+              {formatSeries.flatMap(({ format, points }) =>
+                points.map((point) => (
+                  <tr key={`data-${format}-${point.model}`}>
+                    <th scope="row">{MODEL_NAME[point.model]}</th>
+                    <td>{formatLabel(format)}</td>
+                    <td data-numeric="true">{point.score.toFixed(1)}%</td>
+                    <td data-numeric="true">${point.cost.toFixed(2)}</td>
+                  </tr>
+                )),
+              )}
+            </tbody>
+          </table>
+          <p className={s.dataNote}>
+            Focused benchmark: <a href="/benchmarks/framework">framework comparison</a>. Download
+            this comparison as <a href="/benchmarks/framework/data.json">JSON</a>,{" "}
+            <a href="/benchmarks/framework/data.csv">CSV</a>, or{" "}
+            <a href="/benchmarks/framework/agent.md">agent Markdown</a>.
+          </p>
+        </section>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/render-split.tsx b/docs/components/charts/render-split.tsx
new file mode 100644
index 000000000..876c8c4cb
--- /dev/null
+++ b/docs/components/charts/render-split.tsx
@@ -0,0 +1,175 @@
+"use client";
+
+import {
+  FORMATS,
+  FORMAT_ORDER,
+  type FormatId,
+  MODELS,
+  type ModelId,
+  RUNS_PER_FORMAT,
+  formatLabel,
+  runCounts,
+} from "@/lib/benchmark-data";
+import { Chart, ChartDataDisclosure, Chip, styles as s, slotClass } from "./primitives";
+
+/* Every run ends complete, partial, or blank. Each column keeps its natural
+   direction — a long "complete" bar is good, a long "blank" bar is not — and
+   the arrow colour, not the bar length, is what says better or worse. */
+const totals = (id: FormatId, models: readonly ModelId[]) =>
+  models.reduce(
+    (acc, m) => {
+      const c = runCounts[m][id];
+      return {
+        runs: acc.runs + c.runs,
+        complete: acc.complete + c.complete,
+        partial: acc.partial + (c.renderable - c.complete),
+        blank: acc.blank + (c.runs - c.renderable),
+      };
+    },
+    { runs: 0, complete: 0, partial: 0, blank: 0 },
+  );
+
+/* The positive side of each failure mode, so a longer bar is always better.
+   Both cluster near 100%, so each column gets a truncated floor — disclosed in
+   the subtitle — or all three bars would look the same length. */
+const COLS = [
+  { key: "inFull", label: "Structural validity", floor: 75 },
+  { key: "atAll", label: "Render success", floor: 95 },
+] as const;
+
+export function RenderSplit({
+  models,
+  formats = FORMAT_ORDER,
+}: {
+  models?: readonly ModelId[];
+  formats?: readonly FormatId[];
+} = {}) {
+  const selected = models ?? MODELS.map((m) => m.id);
+  const shown = FORMAT_ORDER.filter((f) => formats.includes(f));
+
+  const rates = (id: FormatId) => {
+    const t = totals(id, selected);
+    return {
+      /* every numbered requirement rendered */
+      inFull: (t.complete / t.runs) * 100,
+      /* something rendered, complete or not */
+      atAll: ((t.runs - t.blank) / t.runs) * 100,
+      counts: t,
+    };
+  };
+  const baseline = rates("openui");
+
+  return (
+    <Chart
+      title="Structural validity and render success"
+      sub={`Share of ${RUNS_PER_FORMAT.toLocaleString()} runs per format; longer is better. Scales start at ${COLS[0].floor}% and ${COLS[1].floor}%, not zero. Arrows compare with OpenUI.`}
+      note={
+        <>
+          <strong>What counts as valid.</strong>&#32;Parses, has a root, every reference resolves,
+          nothing orphaned or invented, no missing or out-of-range props, not truncated, and at
+          least as many components as the brief has requirements. That last one is a count floor,
+          not a check that each requirement was addressed: this measures structure, not coverage.
+        </>
+      }
+    >
+      <div className={`${s.matrix} ${s.matrixPair}`}>
+        <div className={s.matrixHead} aria-hidden>
+          <span />
+          {COLS.map((c) => (
+            <span key={c.key}>{c.label}</span>
+          ))}
+        </div>
+        {shown.map((id, ri) => {
+          const f = FORMATS.find((x) => x.id === id)!;
+          const r = rates(id);
+          return (
+            <div
+              key={id}
+              className={`${s.matrixRow} ${slotClass(f.series)} ${s.tip}`}
+              data-tip={`${formatLabel(id)}: ${r.counts.complete.toLocaleString()} rendered in full, ${(r.counts.runs - r.counts.blank).toLocaleString()} rendered at all, of ${r.counts.runs.toLocaleString()} runs (${r.counts.partial} partial, ${r.counts.blank} blank)`}
+            >
+              <span className={s.tokenName}>
+                <Chip mark={f.mark} />
+                <span>{f.label}</span>
+              </span>
+              {COLS.map((c) => {
+                const delta = r[c.key] - baseline[c.key];
+                const better = delta > 0;
+                return (
+                  <span key={c.key} className={`${s.matrixCell} ${s.matrixCellDiff}`}>
+                    <span className={s.matrixBarWrap}>
+                      <span
+                        className={`${s.matrixBar} ${
+                          id === "openui"
+                            ? s.colBarOurs
+                            : id === "a2ui"
+                              ? s.colBarStriped
+                              : s.colBarStripedLight
+                        }`}
+                        style={
+                          {
+                            width: `${Math.max(((r[c.key] - c.floor) / (100 - c.floor)) * 100, 2)}%`,
+                            "--d": `${ri * 90}ms`,
+                          } as React.CSSProperties
+                        }
+                      />
+                    </span>
+                    <span className={s.matrixVal}>{r[c.key].toFixed(1)}%</span>
+                    <span className={s.matrixDiff}>
+                      {id !== "openui" && shown.includes("openui") ? (
+                        <span className={better ? s.diffGood : s.diffBad}>
+                          {delta > 0 ? "↑" : "↓"}
+                          {Math.abs(delta).toFixed(1)}
+                        </span>
+                      ) : null}
+                    </span>
+                  </span>
+                );
+              })}
+            </div>
+          );
+        })}
+      </div>
+      <ChartDataDisclosure label="View validity and render data">
+        <table className={s.dataTable}>
+          <caption>Structural validity and render success by format</caption>
+          <thead>
+            <tr>
+              <th scope="col">Format</th>
+              <th scope="col" data-numeric="true">
+                Valid runs
+              </th>
+              <th scope="col" data-numeric="true">
+                Partial runs
+              </th>
+              <th scope="col" data-numeric="true">
+                Blank runs
+              </th>
+              <th scope="col" data-numeric="true">
+                Validity
+              </th>
+              <th scope="col" data-numeric="true">
+                Render success
+              </th>
+            </tr>
+          </thead>
+          <tbody>
+            {shown.map((format) => {
+              const row = rates(format);
+              return (
+                <tr key={`data-${format}`}>
+                  <th scope="row">{formatLabel(format)}</th>
+                  <td data-numeric="true">{row.counts.complete}</td>
+                  <td data-numeric="true">{row.counts.partial}</td>
+                  <td data-numeric="true">{row.counts.blank}</td>
+                  <td data-numeric="true">{row.inFull.toFixed(1)}%</td>
+                  <td data-numeric="true">{row.atAll.toFixed(1)}%</td>
+                </tr>
+              );
+            })}
+          </tbody>
+        </table>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/repair-funnel-flow.tsx b/docs/components/charts/repair-funnel-flow.tsx
new file mode 100644
index 000000000..eb4d0fa67
--- /dev/null
+++ b/docs/components/charts/repair-funnel-flow.tsx
@@ -0,0 +1,157 @@
+"use client";
+
+import { production, repairFunnel } from "@/lib/benchmark-data";
+import { useEffect, useRef, useState } from "react";
+import { Chart, ChartDataDisclosure, styles as s } from "./primitives";
+
+/* Production repair as a step funnel: every stage shows how many screens are
+   still broken, and the caption under each step says what fixed the rest.
+   Page-only; the blog keeps the original segmented bar. */
+const H = 260;
+const TRANSITION = 110;
+
+export function RepairFunnelFlow() {
+  const holder = useRef<HTMLDivElement>(null);
+  const [W, setW] = useState(1080);
+
+  useEffect(() => {
+    const el = holder.current;
+    if (!el) return;
+    const ro = new ResizeObserver(([entry]) => {
+      setW(Math.max(320, Math.round(entry.contentRect.width)));
+    });
+    ro.observe(el);
+    return () => ro.disconnect();
+  }, []);
+
+  /* Shares of every streaming generation, not of the failures alone: the
+     honest read is that under 1% of screens reach a user broken. */
+  const stages = repairFunnel.stages.map((st) => ({
+    value: st.share,
+    label: st.label,
+    sub: st.fix,
+    llm: st.llm,
+    display: `${st.share}%`,
+    tip: `${st.label}: ${st.share}% of streaming generations. ${st.fix}`,
+  }));
+
+  const colW = W / stages.length;
+  const baseY = H - 8;
+  const h = (v: number) => Math.max((v / 100) * (H - 40), 2);
+  const y = (v: number) => baseY - h(v);
+  const fills = [
+    "color-mix(in srgb, var(--c1) 88%, var(--surface))",
+    "color-mix(in srgb, var(--c1) 52%, var(--surface))",
+    "color-mix(in srgb, var(--c1) 26%, var(--surface))",
+  ];
+
+  return (
+    <Chart
+      title="Repair funnel"
+      sub="What happens to a broken generation before it can reach a user."
+    >
+      <div ref={holder} className={s.funnelWrap}>
+        <svg
+          className={s.svg}
+          width={W}
+          height={H}
+          viewBox={`0 0 ${W} ${H}`}
+          role="img"
+          aria-label={`About ${production.triggerRate}% of streaming generations fail validation on the first pass; the sanitizer repairs ${production.repairedShare}% of those, leaving ${100 - production.repairedShare}% still broken`}
+        >
+          {stages.map((st, i) => {
+            const x0 = i * colW;
+            const x1 = (i + 1) * colW;
+            const yTop = y(st.value);
+            const next = stages[i + 1];
+            const yNext = next ? y(next.value) : yTop;
+            const t = next ? Math.min(TRANSITION, colW * 0.5) : 0;
+            const path = next
+              ? `M ${x0} ${baseY} L ${x0} ${yTop} L ${x1 - t} ${yTop} ` +
+                `C ${x1 - t * 0.45} ${yTop} ${x1 - t * 0.55} ${yNext} ${x1} ${yNext} ` +
+                `L ${x1} ${baseY} Z`
+              : `M ${x0} ${baseY} L ${x0} ${yTop} L ${x1} ${yTop} L ${x1} ${baseY} Z`;
+            return (
+              <g key={st.label}>
+                <path
+                  className={s.fadeLate}
+                  d={path}
+                  fill={fills[i]}
+                  style={{ "--d": `${i * 140}ms` } as React.CSSProperties}
+                />
+                {i > 0 ? (
+                  <line x1={x0} x2={x0} y1={12} y2={baseY} stroke="var(--rule)" strokeWidth="1" />
+                ) : null}
+              </g>
+            );
+          })}
+          <line x1={0} x2={W} y1={baseY} y2={baseY} stroke="var(--rule)" strokeWidth="1" />
+        </svg>
+
+        {/* percent pills. The last two bands are only a few pixels tall, so a
+            pill centred on the band would sit half outside it and unreadable —
+            they ride just above the band instead, on the clear card. */}
+        {stages.map((st, i) => {
+          const band = h(st.value);
+          const cy = band > 48 ? baseY - band / 2 : Math.max(14, baseY - band - 18);
+          return (
+            <span
+              key={st.label}
+              className={`${s.funnelPill} ${s.fadeLate}`}
+              style={
+                {
+                  left: `${((i + 0.5) / stages.length) * 100}%`,
+                  top: cy,
+                  "--d": `${200 + i * 140}ms`,
+                } as React.CSSProperties
+              }
+            >
+              {st.display}
+            </span>
+          );
+        })}
+      </div>
+
+      <div className={s.funnelFeet}>
+        {stages.map((st, i) => (
+          <div key={st.label} className={`${s.funnelFoot} ${s.tip}`} data-tip={st.tip}>
+            <span className={s.funnelFootHead}>
+              <strong>{st.display}</strong>
+              <span className={s.funnelFootLabel}>{st.label}</span>
+              <span className={st.llm ? s.funnelBadgeLlm : s.funnelBadge}>
+                {st.llm ? "One model call" : "No model call"}
+              </span>
+            </span>
+            <span className={s.funnelFootSub}>{st.sub}</span>
+          </div>
+        ))}
+      </div>
+      <ChartDataDisclosure label="View repair data">
+        <table className={s.dataTable}>
+          <caption>Production repair funnel as a share of all streaming generations</caption>
+          <thead>
+            <tr>
+              <th scope="col">Stage</th>
+              <th scope="col" data-numeric="true">
+                Share of generations
+              </th>
+              <th scope="col">What happens</th>
+              <th scope="col">Model call</th>
+            </tr>
+          </thead>
+          <tbody>
+            {stages.map((stage) => (
+              <tr key={`data-${stage.label}`}>
+                <th scope="row">{stage.label}</th>
+                <td data-numeric="true">{stage.value}%</td>
+                <td>{stage.sub}</td>
+                <td>{stage.llm ? "One model call" : "No model call"}</td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+        <p className={s.dataNote}>Production traffic, not benchmark runs.</p>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/speed-tokens.tsx b/docs/components/charts/speed-tokens.tsx
new file mode 100644
index 000000000..cf5b98a1d
--- /dev/null
+++ b/docs/components/charts/speed-tokens.tsx
@@ -0,0 +1,106 @@
+"use client";
+
+import { FORMATS, FORMAT_ORDER, type FormatId, tokens } from "@/lib/benchmark-data";
+import { Chart, ChartDataDisclosure, Row, styles as s, slotClass } from "./primitives";
+
+/* Streaming speed, derived from the current benchmark: the mean output per
+   screen over all 1,104 scored runs, decoded at a fixed 50 tokens per second. */
+const DECODE_TPS = 50;
+
+export function SpeedTokens({ note }: { note?: React.ReactNode | null } = {}) {
+  const secs = (id: FormatId) => tokens.outputPerScreen[id] / DECODE_TPS;
+  const baseline = secs("openui");
+  const max = Math.max(...FORMAT_ORDER.map(secs));
+  return (
+    <Chart
+      title="Time to stream a screen"
+      sub="Mean output per screen, decoded at 50 tokens per second."
+      note={
+        note !== undefined ? (
+          note
+        ) : (
+          <>
+            Derived, not wall-clock: mean output over {tokens.outputBasis.runs.toLocaleString()}
+            &#32;scored runs, at a fixed {DECODE_TPS}
+            &#32;tokens/second decode rate.
+          </>
+        )
+      }
+    >
+      <div className={s.rows}>
+        {FORMAT_ORDER.map((id, i) => {
+          const f = FORMATS.find((x) => x.id === id)!;
+          const out = tokens.outputPerScreen[id];
+          return (
+            <Row
+              key={id}
+              label={f.label}
+              tip={`${f.label}: ${out.toLocaleString()} output tokens ≈ ${Math.round(out / DECODE_TPS)}s per screen at ${DECODE_TPS} tok/s`}
+            >
+              <span className={s.barSlot}>
+                <span
+                  className={`${s.bar} ${slotClass(f.series)} ${
+                    id === "openui"
+                      ? s.colBarOurs
+                      : id === "a2ui"
+                        ? s.colBarStriped
+                        : s.colBarStripedLight
+                  }`}
+                  style={
+                    {
+                      width: `${(secs(id) / max) * 88}%`,
+                      "--d": `${i * 90}ms`,
+                    } as React.CSSProperties
+                  }
+                />
+              </span>
+              <span
+                className={`${s.value} ${s.speedValue} ${
+                  id === "openui" ? `${s.valueHi} ${slotClass(1)}` : ""
+                }`}
+              >
+                <span className={s.speedDiff}>
+                  {id !== "openui" ? (
+                    <span className={s.diffBad}>↑{(secs(id) / baseline).toFixed(1)}×</span>
+                  ) : null}
+                </span>
+                <span>~{Math.round(secs(id))}s</span>
+              </span>
+            </Row>
+          );
+        })}
+      </div>
+      <ChartDataDisclosure label="View streaming data">
+        <table className={s.dataTable}>
+          <caption>
+            Estimated streaming time from mean output tokens at 50 tokens per second
+          </caption>
+          <thead>
+            <tr>
+              <th scope="col">Format</th>
+              <th scope="col" data-numeric="true">
+                Mean output tokens
+              </th>
+              <th scope="col" data-numeric="true">
+                Decode rate
+              </th>
+              <th scope="col" data-numeric="true">
+                Estimated seconds
+              </th>
+            </tr>
+          </thead>
+          <tbody>
+            {FORMAT_ORDER.map((format) => (
+              <tr key={`data-${format}`}>
+                <th scope="row">{FORMATS.find((item) => item.id === format)!.label}</th>
+                <td data-numeric="true">{tokens.outputPerScreen[format].toLocaleString()}</td>
+                <td data-numeric="true">{DECODE_TPS} tok/s</td>
+                <td data-numeric="true">{secs(format).toFixed(1)}s</td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </ChartDataDisclosure>
+    </Chart>
+  );
+}
diff --git a/docs/components/charts/viz.module.css b/docs/components/charts/viz.module.css
new file mode 100644
index 000000000..a49927456
--- /dev/null
+++ b/docs/components/charts/viz.module.css
@@ -0,0 +1,2199 @@
+/* Chart design language — reviewed cards in Figma (13:600), revised.
+   Card   white fill, 18px radius, no border, 24px padding
+   Type   title 18/500 · subtitle 16/400 muted · body/values/table 14/500 · notes 14/400 tertiary
+   Ink    muted = ink 50% · dividers = ink 12% · chips = ink 6%
+   Marks  square corners everywhere except the 4px logo chip */
+
+.viz {
+  --c1: #7c3aed; /* OpenUI */
+  --c2: #252525; /* A2UI */
+  --c3: #a3a3a3; /* json-render */
+
+  --ink: var(--openui-text-neutral-primary, #000);
+  --ink-muted: color-mix(in srgb, var(--ink) 50%, transparent);
+  --ink-note: var(--openui-text-neutral-tertiary, #8f8da3);
+  --rule: color-mix(in srgb, var(--ink) 6%, transparent);
+  --chip: color-mix(in srgb, var(--ink) 6%, transparent);
+  /* the card surface token — distinct from the page background in both modes */
+  --surface: var(--openui-foreground, #fff);
+
+  margin: 2.5rem 0;
+  padding: 20px 28px;
+  border-radius: 18px;
+  background: var(--surface);
+  color: var(--ink);
+  font-variant-numeric: tabular-nums;
+  display: flex;
+  flex-direction: column;
+  gap: 28px;
+}
+.viz.tight {
+  gap: 16px;
+}
+
+/* OpenUI remains the only chromatic series. Competitors use two neutral tones
+   so the comparison stays legible without competing for attention. */
+/* system-dark fallback only: an explicit light theme must keep the light
+   palette, or chips and bars invert against a white page */
+@media (prefers-color-scheme: dark) {
+  :global(html:not([data-theme="light"]):not(.light)) .viz {
+    --c1: #a78bfa;
+    --c2: #e5e5e5;
+    --c3: #777;
+    --rule: color-mix(in srgb, var(--ink) 14%, transparent);
+  }
+}
+:global(.dark) .viz,
+:global([data-theme="dark"]) .viz {
+  --c1: #a78bfa;
+  --c2: #e5e5e5;
+  --c3: #777;
+  --rule: color-mix(in srgb, var(--ink) 14%, transparent);
+}
+
+/* dark chips read like the nav mark: white logo on a dark tile */
+@media (prefers-color-scheme: dark) {
+  :global(html:not([data-theme="light"]):not(.light)) .viz .chip {
+    background: #101010;
+    border: 1px solid rgba(255, 255, 255, 0.14);
+    color: #fff;
+  }
+}
+:global(.dark) .viz .chip,
+:global([data-theme="dark"]) .viz .chip {
+  background: #101010;
+  border: 1px solid rgba(255, 255, 255, 0.14);
+  color: #fff;
+}
+
+.s1 {
+  --c: var(--c1);
+}
+.s2 {
+  --c: var(--c2);
+}
+.s3 {
+  --c: var(--c3);
+}
+
+.head {
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+}
+.title {
+  margin: 0;
+  font-size: 1.125rem;
+  font-weight: 500;
+  color: var(--ink);
+}
+.sub {
+  margin: 0;
+  font-size: 1rem;
+  line-height: 1.5;
+  color: var(--ink-muted);
+}
+
+.note {
+  margin: 0;
+  font-size: 0.875rem;
+  line-height: 1.55;
+  color: var(--ink-muted);
+}
+
+.legend {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 0.5rem 2rem;
+  font-size: 0.875rem;
+  font-weight: 400;
+  color: var(--ink-muted);
+}
+.legendVal {
+  font-weight: 500;
+  color: var(--ink);
+}
+.key {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+.key svg {
+  width: 16px;
+  height: 16px;
+  opacity: 0.6;
+}
+.dot {
+  width: 10px;
+  height: 10px;
+  background: var(--c);
+  flex: none;
+}
+
+.paretoKeyLine {
+  width: 22px;
+  height: 0;
+  border-top: 1.5px solid var(--ink);
+  opacity: 0.62;
+}
+
+/* rows -------------------------------------------------------------- */
+
+.rows {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+.row {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  min-height: 32px;
+}
+
+.rowName {
+  width: 172px;
+  flex: none;
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  min-width: 0;
+}
+.rowNameWide {
+  width: 236px;
+}
+.chip {
+  width: 20px;
+  height: 20px;
+  flex: none;
+  border-radius: 4px;
+  background: var(--chip);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  color: var(--ink);
+}
+.chip svg {
+  width: 15px;
+  height: 15px;
+}
+.rowLabel {
+  font-size: 1rem;
+  font-weight: 500;
+  color: var(--ink);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.rowBody {
+  flex: 1;
+  min-width: 0;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+}
+.bar {
+  height: 32px;
+  background: var(--c);
+  flex: none;
+  min-width: 2px;
+}
+.value {
+  font-size: 1rem;
+  font-weight: 500;
+  color: var(--ink-muted);
+  white-space: nowrap;
+  flex: none;
+}
+.valueHi {
+  font-weight: 600;
+  color: var(--c);
+}
+
+.groupHead {
+  font-size: 1rem;
+  font-weight: 500;
+  color: var(--ink);
+}
+.groupHead span {
+  color: var(--ink-muted);
+  font-weight: 400;
+}
+
+/* stacked token chart ------------------------------------------------ */
+
+.tokenLegend {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 0.75rem 1.5rem;
+  font-size: 0.8125rem;
+  color: var(--ink-muted);
+}
+
+.tokenLegend > span {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+.tokenKey {
+  width: 28px;
+  height: 10px;
+  background: color-mix(in srgb, var(--ink) 28%, transparent);
+}
+
+.tokenKeyInput {
+  background: color-mix(in srgb, var(--ink) 16%, transparent);
+}
+
+.tokenRows {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.tokenRow {
+  display: grid;
+  grid-template-columns: 150px minmax(120px, 1fr) 92px;
+  align-items: center;
+  gap: 16px;
+  min-width: 0;
+}
+
+.tokenRow.s2 {
+  --c: var(--c2);
+}
+
+.tokenRow.s3 {
+  --c: var(--c3);
+}
+
+.tokenName {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  min-width: 0;
+  font-size: 0.9375rem;
+  font-weight: 500;
+  color: var(--ink);
+}
+
+.tokenName > span:last-child {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.tokenBarTrack {
+  display: flex;
+  height: 48px;
+  min-width: 0;
+  background: color-mix(in srgb, var(--ink) 5%, transparent);
+}
+
+.tokenStack {
+  display: flex;
+  height: 100%;
+  min-width: 2px;
+}
+
+.tokenInput,
+.tokenOutput {
+  display: flex;
+  align-items: center;
+  height: 100%;
+  min-width: 0;
+  overflow: hidden;
+}
+
+/* input segments carry the same diagonal textures as the render-rate bars:
+   purple for ours, black for A2UI, a greyer cut for json-render */
+.tokenRow.s1 .tokenInput {
+  background: repeating-linear-gradient(
+    135deg,
+    var(--c1) 0,
+    var(--c1) 5px,
+    color-mix(in srgb, var(--c1) 70%, var(--surface)) 5px,
+    color-mix(in srgb, var(--c1) 70%, var(--surface)) 9px
+  );
+}
+
+.tokenRow.s2 .tokenInput {
+  background: repeating-linear-gradient(135deg, #252525 0, #252525 5px, #4a4a4a 5px, #4a4a4a 9px);
+}
+
+[data-theme="dark"] .tokenRow.s2 .tokenInput {
+  background: repeating-linear-gradient(135deg, #cfcfcf 0, #cfcfcf 5px, #a8a8a8 5px, #a8a8a8 9px);
+}
+
+.tokenRow.s3 .tokenInput {
+  background: repeating-linear-gradient(135deg, #9a9a9a 0, #9a9a9a 5px, #c0c0c0 5px, #c0c0c0 9px);
+}
+
+[data-theme="dark"] .tokenRow.s3 .tokenInput {
+  background: repeating-linear-gradient(135deg, #8f8f8f 0, #8f8f8f 5px, #656565 5px, #656565 9px);
+}
+
+.tokenRow.s1 .tokenInput .segNum,
+.tokenRow.s2 .tokenInput .segNum {
+  color: var(--surface);
+}
+
+.tokenOutput {
+  background: var(--c);
+  box-shadow: inset 2px 0 0 var(--surface);
+}
+
+/* the per-segment number, printed inside the bar */
+.segNum {
+  padding-inline: 8px;
+  font-size: 0.75rem;
+  font-weight: 600;
+  white-space: nowrap;
+  font-variant-numeric: tabular-nums;
+  color: var(--ink);
+}
+
+.tokenOutput .segNum {
+  color: var(--surface);
+}
+
+/* the two grey rows are light enough that ink stays more legible */
+.tokenRow.s3 .tokenOutput .segNum {
+  color: var(--ink);
+}
+
+.tokenValue {
+  display: flex;
+  justify-content: flex-end;
+  white-space: nowrap;
+  font-size: 1rem;
+  color: var(--ink);
+  font-variant-numeric: tabular-nums;
+}
+
+.tokenValue strong {
+  justify-self: end;
+  color: var(--ink);
+  font-size: 0.9375rem;
+  font-weight: 600;
+}
+
+/* table -------------------------------------------------------------- */
+
+.benchmarkTable th,
+.benchmarkTable td {
+  text-align: center;
+  white-space: nowrap;
+}
+.benchmarkTable th:first-child,
+.benchmarkTable td:first-child {
+  width: 34%;
+  min-width: 0;
+  text-align: left;
+}
+.benchmarkTable:not(.tableWide) th:first-child,
+.benchmarkTable:not(.tableWide) td:first-child {
+  width: auto;
+}
+.tableWide th:not(:first-child),
+.tableWide td:not(:first-child) {
+  min-width: 112px;
+}
+/* the Delta column is arithmetic, not a fourth contender */
+.benchmarkTable th.deltaHead {
+  color: var(--ink-muted);
+  font-weight: 400;
+  font-style: italic;
+}
+
+.benchmarkTable thead th:first-child {
+  color: var(--ink-muted);
+}
+.benchmarkTable tbody td {
+  color: var(--ink-muted);
+}
+.colHead {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+.colHead svg {
+  width: 16px;
+  height: 16px;
+  opacity: 0.6;
+}
+.model {
+  display: flex;
+  align-items: center;
+  gap: 0.625rem;
+  color: var(--ink);
+  font-weight: 500;
+}
+.vendor {
+  color: var(--ink-muted);
+  font-weight: 400;
+}
+.best {
+  color: var(--c);
+  font-weight: 600;
+}
+
+/* the mono palette makes the grey-series hues read muted in table cells;
+   winners in those columns get full ink so they beat the losing values */
+.s2 .best,
+.s3 .best {
+  color: var(--ink);
+}
+.benchmarkTable .avgRow th,
+.benchmarkTable .avgRow td {
+  color: var(--ink);
+  background: color-mix(in srgb, var(--ink) 3%, transparent);
+}
+
+/* Flat benchmark-page variant. The shared MarketingTable stays rounded for
+   Cloud and other marketing pages; only charts that opt into tableFlat use
+   the edge-to-edge Figma treatment. */
+.benchmarkTable.tableFlat {
+  border: 0;
+  border-radius: 0;
+  overflow: visible;
+}
+
+.benchmarkTable.tableFlat th,
+.benchmarkTable.tableFlat td {
+  padding: 12px 8px;
+  border-right: 0;
+  border-bottom: 1px solid var(--rule);
+  vertical-align: middle;
+}
+
+.benchmarkTable.tableFlat tbody tr:nth-child(even) {
+  background: transparent;
+}
+
+.benchmarkTable.tableFlat.tableWide th:first-child,
+.benchmarkTable.tableFlat.tableWide td:first-child {
+  width: auto;
+}
+
+.benchmarkTable.tableFlat.tableWide th:not(:first-child),
+.benchmarkTable.tableFlat.tableWide td:not(:first-child) {
+  width: 150px;
+  min-width: 150px;
+}
+
+.benchmarkTable.tableFlat:not(.tableWide) th:not(:first-child),
+.benchmarkTable.tableFlat:not(.tableWide) td:not(:first-child) {
+  width: 120px;
+}
+
+.benchmarkTable.tableFlat thead .s1,
+.benchmarkTable.tableFlat tbody td.s1 {
+  color: var(--c1);
+}
+
+.benchmarkTable.tableFlat tbody td.s1 {
+  font-weight: 600;
+}
+
+/* line chart ---------------------------------------------------------- */
+
+.svg {
+  display: block;
+  overflow: visible;
+}
+.endTag {
+  font-size: 13px;
+  font-weight: 600;
+}
+
+.segBar {
+  display: flex;
+  gap: 2px;
+  height: 36px;
+}
+.segPart {
+  height: 100%;
+  flex: none;
+  display: flex;
+  align-items: center;
+}
+.segBar {
+  padding-right: 44px;
+}
+.segPct {
+  font-size: 0.875rem;
+  font-weight: 600;
+  padding: 0 12px;
+  white-space: nowrap;
+}
+/* a slice too narrow to hold its own label puts it just outside the bar */
+.segPart {
+  position: relative;
+}
+.segPctOut {
+  position: absolute;
+  left: 100%;
+  margin-left: 10px;
+  font-size: 0.875rem;
+  font-weight: 600;
+  color: var(--ink-muted);
+  white-space: nowrap;
+}
+.onDark {
+  color: #fff;
+}
+.onLight {
+  color: color-mix(in srgb, #000 70%, transparent);
+}
+
+.stageList {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  margin: 0;
+  padding: 0;
+  list-style: none;
+}
+.stageList li {
+  display: flex;
+  gap: 10px;
+  font-size: 1rem;
+  line-height: 1.5;
+  color: var(--ink-muted);
+}
+.stageList .keySwatch {
+  width: 10px;
+  height: 10px;
+  flex: none;
+  margin-top: 7px;
+}
+.stageList strong {
+  color: var(--ink);
+  font-weight: 600;
+}
+.shipped {
+  margin: 0;
+  font-size: 1rem;
+  font-weight: 600;
+  color: var(--ink);
+}
+
+@media (max-width: 640px) {
+  .viz {
+    padding: 16px 18px;
+    gap: 20px;
+  }
+  .rowName {
+    width: 120px;
+  }
+  .rowNameWide {
+    width: 148px;
+  }
+  /* A bar's width is the data encoding, so it never shrinks; when the value
+     text doesn't fit beside it, the value wraps beneath instead of widening
+     the page. */
+  .rowBody {
+    flex-wrap: wrap;
+  }
+  .row {
+    align-items: flex-start;
+  }
+  .rowName {
+    min-height: 32px;
+  }
+  .value {
+    font-size: 0.875rem;
+  }
+
+  .tokenRow {
+    grid-template-columns: 1fr;
+    gap: 8px;
+  }
+
+  .tokenBarTrack {
+    height: 28px;
+  }
+
+  /* a narrow output segment lets its number spill right into the empty
+     track instead of truncating mid-digit; ink with a surface halo stays
+     legible on the segment and on the bare track alike */
+  .tokenOutput {
+    overflow: visible;
+  }
+
+  .tokenOutput .segNum,
+  .tokenRow.s1 .tokenInput .segNum,
+  .tokenRow.s2 .tokenInput .segNum {
+    color: var(--ink);
+    text-shadow:
+      0 1px 3px var(--surface),
+      0 -1px 3px var(--surface),
+      1px 0 3px var(--surface),
+      -1px 0 3px var(--surface);
+  }
+
+  .tokenValue {
+    grid-template-columns: max-content max-content max-content max-content 1fr;
+  }
+
+  /* fixed table layout paints nowrap cells over their neighbours on narrow
+     screens; auto layout sizes to content and lets the scroller do the rest */
+  .benchmarkTable {
+    table-layout: auto;
+  }
+
+  .benchmarkTable .vendor {
+    display: none;
+  }
+
+  .tableWide th:not(:first-child),
+  .tableWide td:not(:first-child) {
+    min-width: 88px;
+  }
+}
+
+/* frontier ------------------------------------------------------------ */
+
+.chartControlRow {
+  position: relative;
+  z-index: 8;
+  display: flex;
+  align-items: flex-start;
+  justify-content: space-between;
+  gap: 16px;
+}
+
+.axisToggle {
+  display: inline-flex;
+  align-self: flex-start;
+  border-radius: 8px;
+  background: var(--chip);
+  padding: 2px;
+  gap: 2px;
+}
+.axisBtn {
+  border: 0;
+  background: transparent;
+  color: var(--ink-muted);
+  font: inherit;
+  font-size: 0.875rem;
+  font-weight: 500;
+  padding: 6px 14px;
+  border-radius: 6px;
+  cursor: pointer;
+}
+.axisBtnOn {
+  background: var(--surface);
+  color: var(--ink);
+  box-shadow: 0 1px 2px rgba(0, 0, 0, 0.08);
+}
+
+.modelSelect {
+  position: relative;
+  margin-left: auto;
+  color: var(--ink);
+  font-size: 0.875rem;
+}
+
+.modelSelect > summary {
+  display: flex;
+  align-items: center;
+  gap: 9px;
+  min-height: 34px;
+  padding: 6px 10px 6px 12px;
+  border: 1px solid var(--rule);
+  border-radius: 8px;
+  background: var(--surface);
+  cursor: pointer;
+  list-style: none;
+  user-select: none;
+}
+
+.modelSelect > summary::-webkit-details-marker {
+  display: none;
+}
+
+.modelSelect > summary:hover {
+  background: var(--chip);
+}
+
+.modelSelect > summary strong {
+  color: var(--ink-muted);
+  font-weight: 500;
+}
+
+.modelSelectChevron {
+  color: var(--ink-muted);
+  font-size: 0.75rem;
+  transition: transform 140ms ease;
+}
+
+.modelSelect[open] .modelSelectChevron {
+  transform: rotate(180deg);
+}
+
+.modelSelectMenu {
+  position: absolute;
+  top: calc(100% + 8px);
+  right: 0;
+  width: min(360px, calc(100vw - 32px));
+  padding: 10px;
+  border: 1px solid var(--rule);
+  border-radius: 10px;
+  background: var(--surface);
+  box-shadow: 0 16px 44px rgba(0, 0, 0, 0.14);
+}
+
+.modelSelectActions {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  padding: 2px 2px 10px;
+  border-bottom: 1px solid var(--rule);
+  color: var(--ink-muted);
+  font-size: 0.75rem;
+}
+
+.modelSelectActions span {
+  margin-right: auto;
+}
+
+.modelSelectActions button {
+  border: 0;
+  border-radius: 5px;
+  background: var(--chip);
+  color: var(--ink);
+  font: inherit;
+  padding: 4px 8px;
+  cursor: pointer;
+}
+
+.modelSelectActions button:hover {
+  background: color-mix(in srgb, var(--ink) 10%, var(--surface));
+}
+
+.modelSelectList {
+  max-height: 344px;
+  overflow-y: auto;
+  padding-top: 6px;
+  scrollbar-width: thin;
+}
+
+.modelSelectGroup {
+  padding: 4px 0 6px;
+}
+
+.modelSelectGroup + .modelSelectGroup {
+  margin-top: 5px;
+  padding-top: 10px;
+  border-top: 1px solid var(--rule);
+}
+
+.modelSelectGroupTitle {
+  display: flex;
+  align-items: center;
+  gap: 7px;
+  padding: 3px 6px 5px;
+  color: var(--ink-muted);
+  font-size: 0.75rem;
+  letter-spacing: 0.02em;
+}
+
+.modelSelectGroupTitle strong {
+  color: var(--ink-muted);
+  font-weight: 500;
+}
+
+.modelSelectGroupTitle .modelSelectDot {
+  width: 8px;
+  height: 8px;
+}
+
+.modelSelectGroupTitle > span:last-child {
+  margin-left: auto;
+  letter-spacing: 0;
+  opacity: 0.65;
+}
+
+.modelSelectList label {
+  display: grid;
+  grid-template-columns: 16px minmax(0, 1fr);
+  align-items: center;
+  gap: 8px;
+  min-height: 32px;
+  padding: 4px 6px;
+  border-radius: 6px;
+  cursor: pointer;
+}
+
+.modelSelectList label:hover {
+  background: var(--chip);
+}
+
+.modelSelectList input {
+  width: 14px;
+  height: 14px;
+  margin: 0;
+  accent-color: var(--ink);
+}
+
+.modelSelectDot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+}
+
+@media (max-width: 620px) {
+  .chartControlRow {
+    align-items: center;
+  }
+
+  .axisBtn {
+    padding-inline: 9px;
+    font-size: 0.75rem;
+  }
+
+  .modelSelect > summary {
+    gap: 6px;
+    padding-inline: 9px;
+    font-size: 0.75rem;
+  }
+
+  .modelSelect > summary > span:first-child {
+    display: none;
+  }
+}
+
+/* Holder for live-pixel SVG charts: until the ResizeObserver delivers the real
+   width (SSR, first paint, hidden tabs), the default-width SVG must clip
+   inside the card rather than widen the page. Vertical overflow stays open so
+   hover cards over the top gridline never get cut off. */
+.svgHolder {
+  overflow-x: clip;
+  overflow-y: visible;
+}
+
+.svgHolder.edgeAligned {
+  overflow-x: visible;
+}
+
+/* exact, server-rendered chart data -------------------------------------- */
+
+.dataDisclosure {
+  margin-top: 2px;
+  color: var(--ink);
+}
+
+.dataDisclosure > summary {
+  display: flex;
+  width: fit-content;
+  align-items: center;
+  gap: 6px;
+  padding: 7px 0 2px;
+  color: var(--ink-muted);
+  font-size: 0.75rem;
+  font-weight: 450;
+  opacity: 0.62;
+  cursor: pointer;
+  list-style-position: inside;
+  transition:
+    color 140ms ease,
+    opacity 140ms ease;
+}
+
+.dataDisclosure > summary:hover,
+.dataDisclosure > summary:focus-visible,
+.dataDisclosure[open] > summary {
+  color: var(--ink);
+  opacity: 0.9;
+}
+
+.dataDisclosureBody {
+  max-width: 100%;
+  overflow-x: auto;
+  padding: 8px 0 2px;
+}
+
+.dataSection + .dataSection {
+  margin-top: 24px;
+}
+
+.dataSectionHeading {
+  margin: 0 0 8px;
+  color: var(--ink);
+  font-size: 0.8125rem;
+  font-weight: 550;
+}
+
+.dataTable {
+  width: 100%;
+  min-width: 820px;
+  border-collapse: collapse;
+  font-size: 0.75rem;
+  font-variant-numeric: tabular-nums;
+}
+
+.dataTable th:nth-last-child(2),
+.dataTable td:nth-last-child(2) {
+  min-width: 104px;
+}
+
+.dataTable th:last-child,
+.dataTable td:last-child {
+  min-width: 112px;
+}
+
+.dataTable caption,
+.tableCaption {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  overflow: hidden;
+  clip: rect(0 0 0 0);
+  clip-path: inset(50%);
+  white-space: nowrap;
+}
+
+.dataTable th,
+.dataTable td {
+  padding: 8px 12px;
+  border-bottom: 1px solid var(--rule);
+  text-align: left;
+  white-space: nowrap;
+}
+
+.dataTable th {
+  color: var(--ink-muted);
+  font-weight: 500;
+}
+
+.dataTable tbody th {
+  color: var(--ink);
+}
+
+.dataTable td[data-numeric="true"],
+.dataTable th[data-numeric="true"] {
+  text-align: right;
+}
+
+.dataNote {
+  margin: 10px 0 0;
+  color: var(--ink-muted);
+  font-size: 0.75rem;
+  line-height: 1.5;
+}
+
+/* vivid repair funnel */
+.vivid .segBar {
+  height: 44px;
+}
+
+/* ==================================================================== */
+/* The VIVID skin — the /benchmarks marketing treatment.                 */
+/*                                                                       */
+/* Same geometry, same colourblind-validated hues, same honesty rules    */
+/* as the plain skin the blog uses; only the rendering gets louder.      */
+/* Applied by putting .vivid on the card (via <VizSkin vivid>); nothing  */
+/* here fires without it, so the blog post is untouched.                 */
+/*                                                                       */
+/*  1. Stamp titles    — chart/panel titles become inverted mono stamps. */
+/*  2. Tracks          — every bar sits in a full-length ink-5% track.   */
+/*  3. Ours is textured — OpenUI-series fills are 45° stripes in the     */
+/*     series hue with a solid hue outline; competitors stay flat.       */
+/*     Stripes are reserved for the OpenUI series — never decorative.    */
+/*  4. Bigger identity — logo chips 20 → 28px, marks 15 → 20px, model    */
+/*     logos wherever a model is named.                                  */
+/*  5. Extremes chips  — best/worst value chips on panel heads.          */
+/*  6. Motion          — bars scale in once; off under reduced-motion.   */
+/* ==================================================================== */
+
+/* 1 · stamp titles ---------------------------------------------------- */
+
+.vivid .title {
+  align-self: flex-start;
+  font-family: var(--font-geist-mono, "Geist Mono", monospace);
+  font-size: 0.8125rem;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  background: var(--ink);
+  color: var(--surface);
+  padding: 6px 12px;
+  border-radius: 4px;
+}
+
+.stampInline {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.5rem;
+  font-family: var(--font-geist-mono, "Geist Mono", monospace);
+  font-size: 0.75rem;
+  font-weight: 600;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+  background: var(--ink);
+  color: var(--surface);
+  padding: 5px 10px;
+  border-radius: 4px;
+  white-space: nowrap;
+}
+
+.stampCount {
+  color: color-mix(in srgb, var(--surface) 70%, transparent);
+  font-weight: 500;
+}
+
+/* 2 · tracks ----------------------------------------------------------- */
+
+/* Bars live inside .barSlot (flex:1); invisible in the plain skin, the
+   grey track in vivid. */
+/* Every row's value gets the same column so every row's track — and with it
+   the bar's denominator — is identical. Without this, long value strings
+   would shorten their own track and bars would stop being comparable. */
+.rows .value {
+  min-width: 9em;
+  text-align: right;
+}
+
+.speedValue {
+  display: grid;
+  grid-template-columns: 3.6em 3.5em;
+  gap: 8px;
+  align-items: baseline;
+  justify-content: end;
+}
+
+.speedDiff {
+  text-align: right;
+}
+
+.speedDiff .diffBad {
+  margin-left: 0;
+}
+
+.barSlot {
+  flex: 1 1 160px;
+  min-width: 0;
+  display: flex;
+  align-items: center;
+}
+
+.vivid .barSlot {
+  background: color-mix(in srgb, var(--ink) 5%, transparent);
+  height: 48px;
+}
+
+.vivid .rows .bar {
+  height: 48px;
+}
+
+.vivid .row {
+  min-height: 44px;
+}
+
+/* 3 · ours is textured -------------------------------------------------- */
+
+.vivid .barOurs {
+  background: var(--c);
+}
+
+.barMuted {
+  background: color-mix(in srgb, var(--ink) 30%, transparent);
+}
+
+.vivid .dotOurs {
+  background: var(--c);
+}
+
+/* 4 · bigger identity --------------------------------------------------- */
+
+.vivid .chip {
+  width: 28px;
+  height: 28px;
+  border-radius: 6px;
+}
+
+.vivid .chip svg {
+  width: 20px;
+  height: 20px;
+}
+
+.vivid .legend {
+  font-size: 1rem;
+}
+
+.vivid .legend svg {
+  width: 18px;
+  height: 18px;
+}
+
+.vivid .dot {
+  width: 12px;
+  height: 12px;
+}
+
+.vivid .benchmarkTable .chip {
+  width: 26px;
+  height: 26px;
+}
+
+.vivid .benchmarkTable .chip svg {
+  width: 18px;
+  height: 18px;
+}
+
+/* header marks are shown deliberately, at the same weight as the row chips —
+   dimming them only ever read as a washed-out logo on the dark surface */
+.vivid .colHead svg {
+  width: 20px;
+  height: 20px;
+  opacity: 1;
+}
+
+/* the OpenUI mascot in table headers: white fill, ink border, like the nav */
+.markBadge {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 26px;
+  height: 26px;
+  flex: none;
+  border: 1px solid var(--ink);
+  border-radius: 7px;
+  background: var(--surface);
+  color: var(--ink);
+}
+
+.markBadge svg {
+  width: 17px;
+  height: 17px;
+  opacity: 1;
+}
+
+/* a filled series square before the best value in tables */
+.bestMark {
+  display: inline-block;
+  width: 8px;
+  height: 8px;
+  background: var(--c);
+  margin-right: 6px;
+}
+
+/* 5 · extremes chips ----------------------------------------------------- */
+
+.extremes {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 0.875rem;
+  font-weight: 500;
+  color: var(--ink-muted);
+  font-variant-numeric: tabular-nums;
+}
+
+.extreme {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  border: 1px solid color-mix(in srgb, var(--ink) 14%, transparent);
+  padding: 3px 8px;
+}
+
+.extreme strong {
+  color: var(--ink);
+  font-weight: 600;
+}
+
+.extremeDash {
+  width: 14px;
+  height: 3px;
+  background: var(--c, var(--ink-muted));
+  flex: none;
+}
+
+/* 6 · motion — reveal-on-view -------------------------------------------
+   Chart (primitives.tsx) arms .pre on the card before first client paint and
+   swaps it for .in when the card scrolls into view, once. Everything here is
+   transform/opacity only — nothing moves layout. Without JS, and under
+   prefers-reduced-motion, neither class exists and charts are simply drawn.
+   Per-element stagger rides on --d (set inline by the chart components). */
+
+.vivid .rows .bar {
+  transform-origin: left center;
+  transition:
+    transform 650ms cubic-bezier(0.22, 1, 0.36, 1) var(--d, 0ms),
+    filter 150ms ease;
+}
+
+.vivid .colBar {
+  transform-origin: center bottom;
+  transition: transform 650ms cubic-bezier(0.22, 1, 0.36, 1) var(--d, 0ms);
+}
+
+.vivid .segPart {
+  transform-origin: left center;
+  transition: transform 550ms cubic-bezier(0.22, 1, 0.36, 1) var(--d, 0ms);
+}
+
+.vivid .tokenStack,
+.vivid .matrixBar {
+  transform-origin: left center;
+  transition: transform 650ms cubic-bezier(0.22, 1, 0.36, 1) var(--d, 0ms);
+}
+
+.vivid .rows .value,
+.vivid .tokenValue,
+.vivid .colVal,
+.vivid .segPct,
+.vivid .segPctOut,
+.vivid .matrixVal,
+.vivid .matrixDiff {
+  transition: opacity 400ms ease calc(var(--d, 0ms) + 260ms);
+}
+
+.vivid .benchmarkTable tbody tr {
+  transition: opacity 400ms ease var(--d, 0ms);
+}
+
+/* SVG charts: lines draw in (pathLength=1 trick), points and tags fade up */
+.vivid .line {
+  stroke-dasharray: 1;
+  stroke-dashoffset: 0;
+  transition: stroke-dashoffset 900ms cubic-bezier(0.33, 0, 0.2, 1) var(--d, 0ms);
+}
+
+.vivid .pt {
+  transform-box: fill-box;
+  transform-origin: center;
+  transition:
+    transform 450ms cubic-bezier(0.22, 1, 0.36, 1) var(--d, 0ms),
+    opacity 350ms ease var(--d, 0ms);
+}
+
+.vivid .fadeLate {
+  transition: opacity 400ms ease calc(var(--d, 0ms) + 500ms);
+}
+
+/* the armed state: everything at zero, applied without transitioning */
+.vivid.revealPre .rows .bar,
+.vivid.revealPre .colBar,
+.vivid.revealPre .segPart,
+.vivid.revealPre .tokenStack,
+.vivid.revealPre .matrixBar,
+.vivid.revealPre .matrixVal,
+.vivid.revealPre .matrixDiff,
+.vivid.revealPre .rows .value,
+.vivid.revealPre .tokenValue,
+.vivid.revealPre .colVal,
+.vivid.revealPre .segPct,
+.vivid.revealPre .segPctOut,
+.vivid.revealPre .benchmarkTable tbody tr,
+.vivid.revealPre .line,
+.vivid.revealPre .pt,
+.vivid.revealPre .fadeLate {
+  transition: none;
+}
+
+.vivid.revealPre .rows .bar,
+.vivid.revealPre .segPart,
+.vivid.revealPre .tokenStack,
+.vivid.revealPre .matrixBar {
+  transform: scaleX(0);
+}
+
+.vivid.revealPre .colBar {
+  transform: scaleY(0);
+}
+
+.vivid.revealPre .rows .value,
+.vivid.revealPre .tokenValue,
+.vivid.revealPre .colVal,
+.vivid.revealPre .segPct,
+.vivid.revealPre .segPctOut,
+.vivid.revealPre .matrixVal,
+.vivid.revealPre .matrixDiff,
+.vivid.revealPre .benchmarkTable tbody tr,
+.vivid.revealPre .fadeLate {
+  opacity: 0;
+}
+
+.vivid.revealPre .line {
+  stroke-dashoffset: 1;
+}
+
+.vivid.revealPre .pt {
+  opacity: 0;
+  transform: scale(0.3);
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .vivid .rows .bar,
+  .vivid .colBar,
+  .vivid .segPart,
+  .vivid .tokenStack,
+  .vivid .rows .value,
+  .vivid .tokenValue,
+  .vivid .colVal,
+  .vivid .segPct,
+  .vivid .segPctOut,
+  .vivid .benchmarkTable tbody tr,
+  .vivid .line,
+  .vivid .pt,
+  .vivid .fadeLate {
+    transition: none;
+    transform: none;
+    opacity: 1;
+    stroke-dashoffset: 0;
+  }
+}
+
+/* column-panel triptych (blank screens) --------------------------------- */
+
+.panelGrid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+  gap: 32px;
+}
+
+.panel {
+  display: flex;
+  flex-direction: column;
+  gap: 14px;
+  min-width: 0;
+}
+
+.panelHead {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 8px;
+}
+
+.panelName {
+  font-size: 1rem;
+  font-weight: 600;
+  color: var(--ink);
+}
+
+/* the format average, set in a filled series-colour chip */
+.panelRate {
+  padding: 3px 10px;
+  background: var(--c);
+  font-size: 0.875rem;
+  font-weight: 600;
+  color: #fff;
+  font-variant-numeric: tabular-nums;
+}
+
+.panel.s2 .panelRate {
+  color: var(--surface);
+}
+
+.panelPlot {
+  display: flex;
+  align-items: stretch;
+  gap: 6px;
+  height: 260px;
+}
+
+.colCell {
+  flex: 1;
+  min-width: 0;
+  display: flex;
+  flex-direction: column;
+  justify-content: flex-end;
+  align-items: center;
+  position: relative;
+  background: color-mix(in srgb, var(--ink) 5%, transparent);
+}
+
+.colCellGhost {
+  opacity: 0.35;
+}
+
+.colBar {
+  width: 100%;
+  background: var(--c);
+  min-height: 0;
+}
+
+/* ours: the same diagonal texture as the competitors, cut in purple */
+.colBarOurs {
+  background: repeating-linear-gradient(
+    135deg,
+    var(--c1) 0,
+    var(--c1) 5px,
+    color-mix(in srgb, var(--c1) 70%, var(--surface)) 5px,
+    color-mix(in srgb, var(--c1) 70%, var(--surface)) 9px
+  );
+}
+
+/* the other two formats: black base with grey diagonals, one shared texture */
+.colBarStriped {
+  background: repeating-linear-gradient(135deg, #252525 0, #252525 5px, #4a4a4a 5px, #4a4a4a 9px);
+}
+
+[data-theme="dark"] .colBarStriped {
+  background: repeating-linear-gradient(135deg, #cfcfcf 0, #cfcfcf 5px, #a8a8a8 5px, #a8a8a8 9px);
+}
+
+/* json-render: the same texture, a step greyer than A2UI's black */
+.colBarStripedLight {
+  background: repeating-linear-gradient(135deg, #9a9a9a 0, #9a9a9a 5px, #c0c0c0 5px, #c0c0c0 9px);
+}
+
+[data-theme="dark"] .colBarStripedLight {
+  background: repeating-linear-gradient(135deg, #8f8f8f 0, #8f8f8f 5px, #656565 5px, #656565 9px);
+}
+
+.colVal {
+  position: absolute;
+  left: 0;
+  right: 0;
+  text-align: center;
+  font-size: 0.8125rem;
+  font-weight: 600;
+  color: var(--ink);
+  font-variant-numeric: tabular-nums;
+}
+
+.colValZero {
+  color: var(--ink-muted);
+  font-weight: 500;
+}
+
+.panelFeet {
+  display: flex;
+  gap: 6px;
+}
+
+.panelFoot {
+  flex: 1;
+  min-width: 0;
+  display: flex;
+  justify-content: center;
+}
+
+.panelFootGhost {
+  opacity: 0.35;
+}
+
+/* centered chart legends with breathing room above */
+.vivid .legendCenter {
+  justify-content: center;
+  padding-inline: 20px;
+  margin-top: 12px;
+}
+
+.panel.s1 .stampInline {
+  background: var(--c1);
+}
+
+.panelFoot .chip {
+  width: 24px;
+  height: 24px;
+  border-radius: 0;
+  background: transparent;
+  opacity: 0.75;
+}
+
+.panelFoot .chip svg {
+  width: 24px;
+  height: 24px;
+}
+
+/* density band stripes --------------------------------------------------- */
+
+.bandStripe {
+  fill: color-mix(in srgb, var(--ink) 4%, transparent);
+}
+
+.vivid .svg polyline {
+  stroke-width: 3;
+}
+
+/* hover ------------------------------------------------------------------ */
+
+/* floating detail card for SVG charts (frontier) */
+.hoverCard {
+  position: absolute;
+  transform: translate(-50%, -100%);
+  background: var(--ink);
+  color: var(--surface);
+  border-radius: 6px;
+  padding: 8px 12px;
+  font-size: 0.8125rem;
+  line-height: 1.45;
+  pointer-events: none;
+  white-space: nowrap;
+  z-index: 5;
+  display: flex;
+  flex-direction: column;
+  gap: 1px;
+}
+
+.hoverCard strong {
+  font-weight: 600;
+}
+
+.hoverCard em {
+  font-style: normal;
+  color: color-mix(in srgb, var(--surface) 65%, transparent);
+}
+
+/* CSS tooltip for HTML cells (triptych columns, bar rows, table cells) */
+.tip {
+  position: relative;
+}
+
+@keyframes vizTipIn {
+  from {
+    opacity: 0;
+  }
+}
+
+.vivid .tip:hover::after {
+  content: attr(data-tip);
+  position: absolute;
+  bottom: calc(100% + 8px);
+  left: 50%;
+  transform: translateX(-50%);
+  background: var(--ink);
+  color: var(--surface);
+  border-radius: 6px;
+  padding: 6px 10px;
+  font-size: 0.75rem;
+  font-weight: 500;
+  white-space: nowrap;
+  pointer-events: none;
+  z-index: 6;
+  animation: vizTipIn 140ms ease both;
+}
+
+/* table-cell tooltips anchor to the cell's content box */
+.vivid .benchmarkTable td.tip:hover::after {
+  bottom: calc(100% + 2px);
+}
+
+/* Edge clamping: a centred tooltip on the first/last item in a row would hang
+   off the card, so those anchor to their own edge instead. */
+.vivid .panelPlot > .tip:first-child:hover::after,
+.vivid .rows > .tip:first-child:hover::after {
+  left: 0;
+  transform: none;
+}
+
+.vivid .panelPlot > .tip:last-child:hover::after,
+.vivid .benchmarkTable td.tip:last-child:hover::after,
+.vivid .segBar > .tip:last-child:hover::after {
+  left: auto;
+  right: 0;
+  transform: none;
+}
+
+/* rows, columns and table rows answer the pointer */
+.row:hover .bar {
+  filter: saturate(1.15) brightness(1.02);
+}
+
+.vivid .barSlot {
+  transition: background 150ms ease;
+}
+
+.vivid .row:hover .barSlot {
+  background: color-mix(in srgb, var(--ink) 9%, transparent);
+}
+
+.vivid .row:hover .value {
+  color: var(--ink);
+}
+
+.colCell {
+  transition: background 150ms ease;
+}
+
+.colCell:hover {
+  background: color-mix(in srgb, var(--ink) 10%, transparent);
+}
+
+.colBar {
+  transition: filter 150ms ease;
+}
+
+.colCell:hover .colBar {
+  filter: saturate(1.15) brightness(1.02);
+}
+
+/* frontier / density points grow slightly under the pointer.
+   Own transition, no delay — otherwise hover would inherit the reveal's
+   per-point stagger and feel laggy. */
+.vivid .pt:hover {
+  transform: scale(1.35);
+  transition: transform 140ms ease 0ms;
+}
+
+.hoverCard {
+  animation: vizTipIn 140ms ease both;
+}
+
+.vivid .benchmarkTable tbody td,
+.vivid .benchmarkTable tbody th {
+  transition: background 150ms ease;
+}
+
+.tokenBarTrack {
+  transition: background 150ms ease;
+}
+
+.vivid .tokenRow:hover .tokenBarTrack {
+  background: color-mix(in srgb, var(--ink) 9%, transparent);
+}
+
+.vivid .benchmarkTable tbody tr:hover:not(.avgRow) th,
+.vivid .benchmarkTable tbody tr:hover:not(.avgRow) td {
+  background: color-mix(in srgb, var(--ink) 3.5%, transparent);
+}
+
+/* production repair funnel ------------------------------------------------ */
+
+.funnelWrap {
+  position: relative;
+  min-width: 0;
+  overflow: hidden;
+}
+
+.funnelPill {
+  position: absolute;
+  z-index: 1;
+  transform: translate(-50%, -50%);
+  padding: 5px 14px;
+  border: 1px solid color-mix(in srgb, var(--c1) 40%, transparent);
+  border-radius: 999px;
+  background: var(--surface);
+  font-size: 0.875rem;
+  font-weight: 600;
+  color: var(--c1);
+  font-variant-numeric: tabular-nums;
+  pointer-events: none;
+}
+
+/* on the dark surface the purple reads muddy; plain white wins. Both the
+   explicit theme and the system-dark default need it. */
+[data-theme="dark"] .funnelPill {
+  color: #fff;
+  border-color: rgba(255, 255, 255, 0.35);
+}
+
+@media (prefers-color-scheme: dark) {
+  :global(html:not([data-theme="light"]):not(.light)) .funnelPill {
+    color: #fff;
+    border-color: rgba(255, 255, 255, 0.35);
+  }
+}
+
+/* the stage readouts sit on a hairline grid, like the feature band */
+.funnelFeet {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 0;
+}
+
+.funnelFoot {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+  min-width: 0;
+  padding: 18px 28px 4px;
+  border-left: 1px solid var(--rule);
+}
+
+.funnelFoot:first-child {
+  padding-left: 0;
+  border-left: 0;
+}
+
+.funnelFootHead {
+  display: flex;
+  align-items: baseline;
+  gap: 8px;
+  width: 100%;
+  min-width: 0;
+}
+
+/* number in ink, everything after it in grey, one size smaller */
+.funnelFoot strong {
+  font-family: var(--home-font-display, inherit);
+  font-size: 1.5rem;
+  font-weight: 600;
+  letter-spacing: -0.3px;
+  color: var(--ink);
+  font-variant-numeric: tabular-nums;
+}
+
+.funnelFootLabel {
+  font-size: 0.9375rem;
+  font-weight: 500;
+  color: var(--ink-muted);
+}
+
+.funnelFootSub {
+  margin-top: 2px;
+  font-size: 0.875rem;
+  line-height: 1.5;
+  color: var(--ink-muted);
+}
+
+@media (max-width: 640px) {
+  .funnelFeet {
+    grid-template-columns: 1fr;
+  }
+
+  /* stacked: the hairlines run horizontally between stages instead */
+  .funnelFoot {
+    padding: 14px 0;
+    border-left: 0;
+    border-top: 1px solid var(--rule);
+  }
+
+  .funnelFoot:first-child {
+    padding-top: 4px;
+    border-top: 0;
+  }
+}
+
+/* pareto frontier: this chart alone gets full-colour series so the three
+   lines read instantly; the rest of the page stays mono + purple */
+.frontier {
+  --pO: #6d28d9;
+  --pA: #2563eb;
+  --pJ: #d97706;
+}
+
+@media (prefers-color-scheme: dark) {
+  :global(html:not([data-theme="light"]):not(.light)) .frontier {
+    --pO: #a78bfa;
+    --pA: #60a5fa;
+    --pJ: #fbbf24;
+  }
+}
+
+[data-theme="dark"] .frontier {
+  --pO: #a78bfa;
+  --pA: #60a5fa;
+  --pJ: #fbbf24;
+}
+
+/* mascot ---------------------------------------------------------------
+   The mascot is the nav's own multi-path artwork with baked fills, not a flat
+   single-path brand mark. It carries much finer detail, so it is drawn edge to
+   edge inside its tile — at the brand marks' inset size it rasterises to grey
+   mush. Selectors are written to outrank every `.chip svg` sizing rule above. */
+.viz .chip svg.mascot,
+.viz.vivid .chip svg.mascot,
+.viz.vivid .benchmarkTable .chip svg.mascot,
+.viz .panelFoot .chip svg.mascot {
+  width: 100%;
+  height: 100%;
+}
+
+/* outside a tile (chart legends) the mascot still needs its own larger size */
+.viz .legend svg.mascot,
+.viz.vivid .legend svg.mascot {
+  width: 22px;
+  height: 22px;
+  opacity: 1;
+}
+
+/* render split: complete | partial | blank -------------------------------- */
+
+.splitComplete,
+.splitPartial,
+.splitBlank {
+  display: flex;
+  align-items: center;
+  height: 100%;
+  min-width: 0;
+  overflow: hidden;
+}
+
+/* white on the purple and black fills; ink on json-render's lighter grey */
+.splitComplete .segNum {
+  color: #fff;
+  text-shadow: none;
+}
+
+.s3 .splitComplete .segNum {
+  color: var(--ink);
+}
+
+.splitPartial {
+  background: color-mix(in srgb, var(--ink) 26%, var(--surface));
+}
+
+.splitPartial .segNum {
+  color: var(--surface);
+}
+
+.splitBlank {
+  background: repeating-linear-gradient(
+    135deg,
+    #9a9a9a 0,
+    #9a9a9a 4px,
+    color-mix(in srgb, var(--ink) 12%, var(--surface)) 4px,
+    color-mix(in srgb, var(--ink) 12%, var(--surface)) 8px
+  );
+  box-shadow: inset 1px 0 0 var(--surface);
+}
+
+.dotPartial {
+  background: color-mix(in srgb, var(--ink) 26%, var(--surface));
+}
+
+.dotBlank {
+  background: #9a9a9a;
+}
+
+/* token matrix: input | output | total, each column on its own scale ------ */
+
+.matrix {
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  min-width: 0;
+}
+
+.matrixHead,
+.matrixRow {
+  display: grid;
+  grid-template-columns: 150px repeat(var(--matrix-cols, 3), minmax(0, 1fr));
+  align-items: center;
+  gap: 16px;
+  min-width: 0;
+}
+
+.matrixHead > span {
+  font-size: 0.8125rem;
+  font-weight: 600;
+  letter-spacing: 0.04em;
+  text-transform: uppercase;
+  color: var(--ink-muted);
+}
+
+.matrixRow {
+  min-height: 44px;
+}
+
+/* bar in a flexible track, number in its own right-aligned column, so every
+   value in a column lines up instead of trailing its bar */
+.matrixCell {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) max-content;
+  align-items: center;
+  gap: 12px;
+  min-width: 0;
+}
+
+.matrixBarWrap {
+  display: flex;
+  align-items: center;
+  min-width: 0;
+}
+
+.matrixBar {
+  height: 32px;
+  min-width: 3px;
+  flex: none;
+}
+
+.matrixVal {
+  justify-self: end;
+  display: inline-flex;
+  align-items: baseline;
+  gap: 8px;
+  min-width: 4.5em;
+  font-size: 0.9375rem;
+  font-weight: 500;
+  color: var(--ink);
+  font-variant-numeric: tabular-nums;
+  white-space: nowrap;
+  text-align: right;
+}
+
+/* per-cell difference against the OpenUI baseline ------------------------ */
+
+.diffGood,
+.diffBad {
+  display: inline-block;
+  margin-left: 8px;
+  font-size: 0.8125rem;
+  font-weight: 600;
+  font-variant-numeric: tabular-nums;
+}
+
+.diffGood {
+  color: #15803d;
+}
+
+.diffBad {
+  color: #b91c1c;
+}
+
+[data-theme="dark"] .diffGood {
+  color: #4ade80;
+}
+
+[data-theme="dark"] .diffBad {
+  color: #f87171;
+}
+
+@media (prefers-color-scheme: dark) {
+  :global(html:not([data-theme="light"]):not(.light)) .diffGood {
+    color: #4ade80;
+  }
+
+  :global(html:not([data-theme="light"]):not(.light)) .diffBad {
+    color: #f87171;
+  }
+}
+
+@media (max-width: 640px) {
+  .matrixHead,
+  .matrixRow {
+    grid-template-columns: 1fr;
+    gap: 6px;
+  }
+
+  .matrixHead {
+    display: none;
+  }
+}
+
+/* funnel stage badges: does this layer cost a model call? ---------------- */
+
+/* rides the number row, pushed to the right edge of the stage column */
+.funnelBadge,
+.funnelBadgeLlm {
+  align-self: center;
+  margin-left: auto;
+  padding: 2px 8px;
+  border-radius: 999px;
+  font-size: 0.75rem;
+  font-weight: 600;
+  letter-spacing: 0.02em;
+  white-space: nowrap;
+}
+
+.funnelBadge {
+  background: color-mix(in srgb, var(--ink) 8%, transparent);
+  color: var(--ink-muted);
+}
+
+.funnelBadgeLlm {
+  background: color-mix(in srgb, var(--c1) 16%, transparent);
+  color: var(--c1);
+}
+
+/* the column's upper segment: what did NOT render, filled and counted so the
+   cell reads as a whole rather than a bar floating in an empty box */
+.colTop {
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  background: color-mix(in srgb, var(--ink) 6%, transparent);
+  box-shadow: inset 0 -1px 0 color-mix(in srgb, var(--ink) 10%, transparent);
+}
+
+.colTopVal {
+  font-size: 0.8125rem;
+  font-weight: 600;
+  color: var(--ink-muted);
+  font-variant-numeric: tabular-nums;
+}
+
+.colBar {
+  position: relative;
+  display: flex;
+  align-items: flex-start;
+  justify-content: center;
+}
+
+.colBarVal {
+  margin-top: 6px;
+  font-size: 0.8125rem;
+  font-weight: 600;
+  color: #fff;
+  font-variant-numeric: tabular-nums;
+  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.35);
+}
+
+.panel.s2 .colBarVal,
+.panel.s3 .colBarVal {
+  color: var(--surface);
+}
+
+/* split by model: a small stack of three format bars under each model ----- */
+
+.splitGroups {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 28px 40px;
+}
+
+.splitGroup {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+  min-width: 0;
+}
+
+.splitGroupHead {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  margin-bottom: 2px;
+  font-size: 0.9375rem;
+  font-weight: 600;
+  color: var(--ink);
+}
+
+.splitRow {
+  display: grid;
+  grid-template-columns: 96px minmax(0, 1fr);
+  align-items: center;
+  gap: 12px;
+  min-width: 0;
+}
+
+.splitRowName {
+  font-size: 0.8125rem;
+  color: var(--ink-muted);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.splitRow .tokenBarTrack {
+  height: 26px;
+}
+
+@media (max-width: 900px) {
+  .splitGroups {
+    grid-template-columns: minmax(0, 1fr);
+  }
+}
+
+/* the Complete swatch stands for all three fills, so it shows the texture
+   rather than any one format's colour */
+.dotComplete {
+  background: repeating-linear-gradient(
+    135deg,
+    var(--ink) 0,
+    var(--ink) 3px,
+    color-mix(in srgb, var(--ink) 55%, var(--surface)) 3px,
+    color-mix(in srgb, var(--ink) 55%, var(--surface)) 6px
+  );
+}
+
+/* the upper-segment swatch, matching .colTop */
+.dotTop {
+  background: color-mix(in srgb, var(--ink) 10%, transparent);
+  box-shadow: inset 0 0 0 1px color-mix(in srgb, var(--ink) 18%, transparent);
+}
+
+/* the split triptych: complete / partial / blank stacked in each column ---- */
+
+.splitColComplete,
+.colCell > .splitColPartial,
+.colCell > .splitColBlank {
+  width: 100%;
+  display: flex;
+  align-items: flex-start;
+  justify-content: center;
+  min-height: 0;
+}
+
+.splitColComplete {
+  position: relative;
+}
+
+.splitColPartial {
+  background: color-mix(in srgb, var(--ink) 22%, var(--surface));
+}
+
+.splitColBlank {
+  background: repeating-linear-gradient(
+    135deg,
+    color-mix(in srgb, var(--ink) 45%, var(--surface)) 0,
+    color-mix(in srgb, var(--ink) 45%, var(--surface)) 4px,
+    color-mix(in srgb, var(--ink) 22%, var(--surface)) 4px,
+    color-mix(in srgb, var(--ink) 22%, var(--surface)) 8px
+  );
+}
+
+.splitColNum {
+  margin-top: 2px;
+  font-size: 0.75rem;
+  font-weight: 600;
+  color: var(--surface);
+  font-variant-numeric: tabular-nums;
+}
+
+/* cells that carry a comparison arrow give the number and the arrow their own
+   fixed tracks, so a row without an arrow still lines its % up with the rest */
+/* Each cell is its own grid, so `max-content` would size per row and let a row
+   without an arrow drift out of line. Both trailing tracks are fixed instead:
+   the values align across rows and still sit close to their bars. */
+.matrixCellDiff {
+  grid-template-columns: minmax(0, 1fr) 3.6em 3.4em;
+  gap: 8px;
+}
+
+.matrixCellDiff .matrixVal {
+  min-width: 0;
+}
+
+.matrixDiff {
+  justify-self: start;
+  font-size: 0.8125rem;
+  font-variant-numeric: tabular-nums;
+  white-space: nowrap;
+}
+
+.matrixDiff > span {
+  margin-left: 0;
+}
+
+/* two-column failure comparison: wider metric columns, since each carries a
+   full sentence as its heading */
+.matrixPair {
+  --matrix-cols: 2;
+}
+
+.matrixSub {
+  margin-left: 8px;
+  font-size: 0.8125rem;
+  font-weight: 400;
+  color: var(--ink-muted);
+}
+
+/* the definition note sits well apart from the chart it explains */
+.vivid .note {
+  margin-top: 36px;
+}
+
+/* the note's lead-in is a signpost, not a heading: semibold against muted
+   body text, rather than full bold jumping out of the paragraph */
+.note strong {
+  font-weight: 550;
+  color: var(--ink-muted);
+}
diff --git a/docs/components/marketing-table.module.css b/docs/components/marketing-table.module.css
new file mode 100644
index 000000000..a76ef7688
--- /dev/null
+++ b/docs/components/marketing-table.module.css
@@ -0,0 +1,73 @@
+.scroller {
+  flex: 1 1 auto;
+  min-width: 0;
+  overflow-x: auto;
+}
+
+.table {
+  width: 100%;
+  min-width: 760px;
+  border: 1px solid var(--openui-border-default);
+  border-radius: 16px;
+  border-collapse: separate;
+  border-spacing: 0;
+  overflow: hidden;
+  table-layout: fixed;
+  color: var(--openui-text-neutral-primary);
+  font-family: var(--home-font-display);
+  font-size: var(--home-body-size);
+  line-height: 1.4;
+  text-align: left;
+}
+
+.table th,
+.table td {
+  padding: 16px 18px;
+  border-right: 1px solid var(--openui-border-default);
+  border-bottom: 1px solid var(--openui-border-default);
+  font-weight: 400;
+  vertical-align: top;
+}
+
+.table th:last-child,
+.table td:last-child {
+  border-right: 0;
+}
+
+.table tbody tr:last-child th,
+.table tbody tr:last-child td {
+  border-bottom: 0;
+}
+
+.table thead th,
+.table tbody th {
+  font-weight: 500;
+}
+
+.table tbody tr:nth-child(even) {
+  background: var(--openui-highlight-subtle);
+}
+
+.compact {
+  min-width: 640px;
+}
+
+@media (max-width: 767px) {
+  .edgeToEdgeMobile {
+    box-sizing: border-box;
+    width: calc(100% + 32px);
+    margin-left: -16px;
+    padding-inline: 16px;
+    scroll-padding-inline: 16px;
+  }
+
+  .table {
+    width: 444px;
+    min-width: 444px;
+  }
+
+  .compact {
+    width: 560px;
+    min-width: 560px;
+  }
+}
diff --git a/docs/components/marketing-table.tsx b/docs/components/marketing-table.tsx
new file mode 100644
index 000000000..2a4ec9260
--- /dev/null
+++ b/docs/components/marketing-table.tsx
@@ -0,0 +1,22 @@
+import type { ReactNode } from "react";
+import styles from "./marketing-table.module.css";
+
+export function MarketingTable({
+  children,
+  className,
+  compact = false,
+  edgeToEdgeMobile = false,
+}: {
+  children: ReactNode;
+  className?: string;
+  compact?: boolean;
+  edgeToEdgeMobile?: boolean;
+}) {
+  return (
+    <div className={`${styles.scroller} ${edgeToEdgeMobile ? styles.edgeToEdgeMobile : ""}`}>
+      <table className={`${styles.table} ${compact ? styles.compact : ""} ${className ?? ""}`}>
+        {children}
+      </table>
+    </div>
+  );
+}
diff --git a/docs/components/site-marketing-header.tsx b/docs/components/site-marketing-header.tsx
index 370b2f4b9..46c2f02ad 100644
--- a/docs/components/site-marketing-header.tsx
+++ b/docs/components/site-marketing-header.tsx
@@ -214,7 +214,7 @@ export function SiteMarketingHeader({
   const isBordered = borderMode === "always" || isScrolled;
 
   return (
-    <nav className={styles.nav}>
+    <nav className={styles.nav} aria-label="Primary navigation">
       <SiteHeaderFrame
         variant="home"
         bordered={isBordered}
diff --git a/docs/content/blog/generative-ui-benchmark.mdx b/docs/content/blog/generative-ui-benchmark.mdx
new file mode 100644
index 000000000..c683697f8
--- /dev/null
+++ b/docs/content/blog/generative-ui-benchmark.mdx
@@ -0,0 +1,142 @@
+---
+title: Generative UI Reliability benchmark
+description: "We evaluated the 3 popular Generative UI frameworks - OpenUI, A2UI & json-render against a real world component library to test how well they perform, how often they break and what are the common failure scenarios."
+date: "2026-08-17"
+author: "Thesys Engineering Team"
+featured: false
+---
+
+We ran the same 46 prompts through the 3 different Generative UI formats, OpenUI, Google A2UI and Vercel json-render on 6 different models across different model families.
+<br /> On completion rate, OpenUI (92.9%) and A2UI (92.4%) finished in a statistical dead heat, with json-render more than 11 points behind (81.3%), while OpenUI consumed less than half the tokens per screen.
+<br /> A2UI performed the worst when it came to blank screens, with at least 53 out of 1,104 runs resulting in a fully blank screen while OpenUI only failed to render twice vs json-render's 9.
+
+<CompletionByModel />
+
+
+## Methodology
+We chose 6 frontier models from various model families to test the 3 different Generative UI formats, OpenUI, Google A2UI and Vercel json-render.
+For all of these combinations we used the same catalog of 70 components, built entirely from OpenUI's public component library: the open-source chat set, six chat blocks from the same library, and twelve components from the public shadcn-chat example. The exact catalog is committed in the repo.
+For each format we used the official prompt generator and parser from the SDK, under one uniform condition for every model: OpenUI's prompt carries its component groups, two rules and two worked examples through lang-core's official options; json-render runs `catalog.prompt()` with its three custom rules; A2UI runs its generator's prompt as-is.
+Every model ran every prompt 4 times, giving 1,104 runs per format.
+In total 46 different prompts were used that mirror real life requests. None of them name a component or a layout to mimic real life user queries.
+
+For evaluation we used the following rubrics:
+- Completeness: Every prompt is rendered, every reference should be resolved without silently dropping anything. Higher is better
+- Empty responses: Whether the user saw anything at all. If the response completely failed to render then we count that separately from completeness.
+  Naturally the lower the score in this rubric, the better.
+
+## Results
+
+### No format wins on every model
+
+- GPT-5.6 Sol is nearly flawless with OpenUI at 99.5%: one dangling reference in 184 runs.
+- Claude Opus 4.8 is too close to call: 97.3% A2UI against 96.7% OpenUI, inside our noise band, with json-render trailing at 87.0%. Opus's OpenUI misses are five broken references (four orphaned, one dangling) and one wrong signature, zero enum errors.
+- Kimi K3 leans the other way but is also within noise: 93.5% OpenUI against 92.4% A2UI, json-render at 85.3%.
+- Gemini 3.6 Flash, a small lightweight model, stays close at the top (94.6 OpenUI vs 90.2 A2UI) but json-render drops to 71.7%.
+- Qwen3.8 2.4T is an exact tie: OpenUI and A2UI both land on 89.7%, with json-render at 73.9%.
+- Meta's Muse Spark is A2UI's one clear win: 91.8% against OpenUI's 83.7%, almost entirely on enum discipline. Muse keeps reaching for variant names that feel natural but don't exist in the catalog ("primary", "success"), and a strict DSL rejects what a JSON prop bag absorbs.
+
+json-render's losses have one dominant cause: of 1,399 scoring errors across the six models, 1,311 are reference-graph failures, dangling and orphaned element ids. Its flat patch-registry format makes every parent-child link a string id the model must keep consistent across the whole stream, and models lose the thread as screens grow.
+
+We suspect heavy JSON post-training explains part of the remaining spread, making JSON scaffolding strong on some models while a compact line-based DSL wins on the rest.
+The key takeaway is if you use a fixed model, benchmark that model. If you support several, the average matters more and it becomes harder to achieve the highest quality across various different model families.
+
+### Screens get harder as they grow
+
+<CompletionByDensity />
+
+Every format degrades as generations become complicated to involve more components (which is expected).
+<br /> json-render falls fastest and furthest as requirement counts climb.
+<br /> OpenUI & A2UI closely tail each other across every band.
+
+*Note: prompt content moves these numbers about as much as format choice does. One rule telling the model to "attach every component it defines" was worth 13 points to OpenUI on Kimi in earlier runs, and a single wrong worked example in our own prompt cost two models double digits until we caught it. Every model+format combination needs prompt care to get the most out of it.*
+
+### When it fails, what does the user see?
+
+<BlankScreens />
+
+The completion rubric treats a missing component and a fully blank screen the same but in real life your users wouldn't.
+We added a rescoring script to analyze how many of the generations actually resulted in a fully blank screen from the user's perspective.
+
+OpenUI failed to render only 2 times out of 1,104 runs, and both were empty API responses to the same disaster-response prompt, one from Muse and one from Qwen. Both models answer that prompt at full length in the JSON formats, and both answered it in OpenUI on other repeats of the same run. This looks like an intermittent provider-side safety filter that tolerates structured JSON output but sometimes suppresses freeform responses on sensitive topics; we score the empties as blanks anyway because that is what a user would see.
+A2UI's default renderer, which drops the whole updateComponents message if it has any invalid component structure, blanked out 56 times. Counting conservatively - rendering each component individually through the same official validator, with the all-or-nothing rule removed - 53 are still completely blank.
+json-render failed 9 times.
+
+The main difference in how these formats are interpreted: each OpenUI component is one line, so a parse error only costs that line while a JSON document has no smaller unit to fall back to.
+This does lead to OpenUI trading blank screens for partial ones which can be harder to notice which is why we track the completion rubric separately.
+Rescoring scripts for both these rubrics are in the repo.
+
+## Tokens
+
+<TokenOverhead />
+
+Given input tokens & tool definitions are developer defined in all three formats, the token overhead comes from 2 categories:
+- **System Prompt** that goes in every request: 4,828 tokens for OpenUI (including its component groups and two worked examples), 6,497 for json-render, 11,080 for A2UI for the same component library generated by the respective SDKs.
+- **Output Tokens** become a factor of format verbosity: 1,284 mean tokens per screen for OpenUI against 3,558 for json-render and 2,740 for A2UI, a 2.1 to 2.8x gap. The same header is one line in OpenUI, a patch operation in json-render, a wrapped message in A2UI.
+
+The same header, in each format's wire shape
+```text
+# openui-lang: one line
+header = Header("Executive Revenue Dashboard", "Q4 Performance Overview")
+
+# json-render: one patch of many
+{"op":"add","path":"/elements/header_main","value":{"type":"Header","props":{...}}}
+
+# A2UI: one wrapped message
+{"version":"v0.9","updateComponents":{"surfaceId":"main","components":[{...}]}}
+```
+Token optimizations are not just about output token size but a leaner format streams much faster and reduces the context size on follow up turns leading to a better UX and more turns per 100k context window.
+
+## Cost
+Generating the identical 46 screens costs 1.7 to 2.9x less in OpenUI on the five models with public list prices.
+One pass costs \$2.04 in OpenUI on Claude Opus 4.8. The same screens in A2UI cost \$5.83.
+
+<CostPerPass />
+
+## Lessons from running Generative UI in production
+
+We have been running OpenUI and its predecessor (Thesys C1) in production for a year now. Here is some of our learnings from the field:
+
+On the older JSON format we tried few-shot examples, schema reordering, and different prompt styles. They changed which errors we saw, but not the overall failure rate.
+Giving the model more reasoning time helped, but added too much latency for real-time UI.
+That pushed us toward repairing the output instead of continuing to tune the prompt.
+
+Overall error rates were 15% on the older json-based format which have now dropped to 4-5% after migrating to OpenUI.
+The error distribution from a 15-day production parser log (1,285 failures):
+
+| Failure family | Share |
+| --- | --- |
+| No valid root | 29.6% |
+| Reference graph | 27.5% |
+| Enum and type mismatches | 22.9% |
+| Truncation | 13.6% |
+| Wrong argument counts | 4.9% |
+| Everything else | 1.5% |
+
+
+Most of these are mechanical. Orphans can be garbage-collected, near-miss enums snapped to valid values, typo'd references matched to the nearest defined name.
+None of that needs an LLM for error correction, and because every OpenUI component is one named line, a repair touches only the broken lines by reusing
+the same property that powers [incremental editing](/docs/openui-lang/incremental-editing).
+
+
+### The number we actually run on
+
+Failures happen 4 to 5% of the time.
+The repair pipeline catches 96% of those.
+Multiply the two and roughly 2 screens in 1,000 (0.2%) reach an OpenUI Cloud user broken and we are actively working towards reducing that number down to 0.
+
+Our takeaway is that raw completion rate isn't the whole story; how a format fails matters as much.
+OpenUI's line-level structure kept failures small enough to contain and repair, which is why we ended up building the production system around repair instead of trying to eliminate generation errors entirely.
+Whatever format you pick, at enough volume you'll want that repair layer too.
+
+---
+
+Footnotes:
+- We built OpenUI Lang, so read this as a first-party benchmark with everything disclosed, including that the 70-component catalog is derived from our own public component library.
+- A near-perfect cell means near-zero failures at this sample size, not a model that never fails; Sol's 99.5% is one failure in 184 runs.
+- An extended Terra run, also OpenAI, put OpenUI first at 97.8 vs 79.9 and 79.9, but stays out of the average to keep one seat per company.
+- The averages are the mean of six per-model completion rates where each model gets equal weight. Every model ran 4 generations per prompt; Gemini's json-render and A2UI legs were generated with 10 before we settled on 4 for everyone, and the scored set is the first 4 (a fixed rule, not outcome-selected).
+- One condition for all models and formats. OpenUI's prompt includes component groups, two rules and two worked examples via lang-core's official generatePrompt options; json-render and A2UI ran their generators' prompts with their documented options and no worked examples. Giving the competitors equivalent worked examples through their official free-text options is planned as a follow-up, and we expect it to raise their scores.
+- Scoring is each SDK's own shipped code plus one shared completeness layer with a coverage floor; the layer credits json-render's native children slot wherever a component's single ref prop allows it, and consumes A2UI validation errors its itemized checks would miss.
+- The full judgment-call list, all code, prompts, and every raw output: [benchmark repo](https://github.com/thesysdev/generative-ui-bench).
+- The method builds on Mobile Reality's [MDMA benchmark](https://github.com/MobileReality/mdma/tree/main/benchmarks/genui-formats).
diff --git a/docs/lib/benchmark-agent-data.ts b/docs/lib/benchmark-agent-data.ts
new file mode 100644
index 000000000..84a090c01
--- /dev/null
+++ b/docs/lib/benchmark-agent-data.ts
@@ -0,0 +1,500 @@
+import {
+  BENCHMARK_UPDATED,
+  BENCHMARK_VERSION,
+  blankScreens,
+  BRIEFS,
+  completionByDensity,
+  completionByModel,
+  completionOver,
+  costPerPass,
+  FORMAT_ORDER,
+  formatLabel,
+  FORMATS,
+  LINKS,
+  MODEL_BOARD_FAMILIES,
+  modelBoardCostPerTask,
+  modelBoardDefaultSelected,
+  modelBoardFamilyFor,
+  modelBoardFrontier,
+  MODELS,
+  OPENUI_MODEL_BOARD,
+  production,
+  repairFunnel,
+  runCounts,
+  RUNS_PER_FORMAT,
+  RUNS_TOTAL,
+  tokens,
+} from "@/lib/benchmark-data";
+import { BASE_URL } from "@/lib/source";
+
+export const BENCHMARK_CANONICAL_URL = `${BASE_URL}/benchmarks`;
+export const BENCHMARK_DATASET_NAME = "OpenUI Generative UI Benchmark";
+export const BENCHMARK_SCHEMA_URL = `${BENCHMARK_CANONICAL_URL}/data.schema.json`;
+export const LANGUAGE_BENCHMARK_URL = `${BENCHMARK_CANONICAL_URL}/language`;
+export const FRAMEWORK_BENCHMARK_URL = `${BENCHMARK_CANONICAL_URL}/framework`;
+export const MODEL_BOARD_UPDATED_ISO = "2026-08-25";
+export const BENCHMARK_UPDATED_ISO = "2026-08-18";
+
+const frontierIds = new Set(modelBoardFrontier().map((point) => point.id));
+
+export const modelBoardRows = OPENUI_MODEL_BOARD.map((point) => {
+  const family = modelBoardFamilyFor(point.id);
+  const familyOrder = family ? family.models.indexOf(point.id as never) + 1 : null;
+  const selfHosted = "unpriced" in point;
+  const free = !selfHosted && point.costPerPass === 0;
+
+  return {
+    model_id: point.id,
+    model_name: point.label,
+    provider: point.provider,
+    family_id: family?.id ?? point.id,
+    family_name: family?.label ?? point.label,
+    family_order: familyOrder,
+    connected_family: false,
+    default_selected: modelBoardDefaultSelected(point.id),
+    format: "openui",
+    validity_score_percent: point.score,
+    cost_per_task_usd: selfHosted ? null : modelBoardCostPerTask(point),
+    cost_per_46_screen_pass_usd: selfHosted ? null : point.costPerPass,
+    cost_type: selfHosted ? "self-hosted" : free ? "free" : "provider-list-price",
+    serving: selfHosted && "serving" in point ? point.serving : null,
+    pareto_frontier: !selfHosted && frontierIds.has(point.id),
+    briefs: BRIEFS,
+    generations_per_brief: 4,
+    dataset_updated: MODEL_BOARD_UPDATED_ISO,
+  };
+});
+
+export const formatComparisonRows = MODELS.flatMap((model) =>
+  FORMAT_ORDER.map((format) => ({
+    model_id: model.id,
+    model_name: "family" in model && model.family ? `${model.family} ${model.label}` : model.label,
+    provider: model.vendor,
+    format_id: format,
+    format_name: formatLabel(format),
+    valid_runs: runCounts[model.id][format].complete,
+    rendered_runs: runCounts[model.id][format].renderable,
+    total_runs: runCounts[model.id][format].runs,
+    validity_score_percent: completionByModel[model.id][format],
+    render_rate_percent:
+      (runCounts[model.id][format].renderable / runCounts[model.id][format].runs) * 100,
+    cost_per_46_screen_pass_usd: costPerPass[model.id]?.[format] ?? null,
+  })),
+);
+
+export const formatSummaryRows = FORMAT_ORDER.map((format) => ({
+  format_id: format,
+  format_name: formatLabel(format),
+  validity_score_percent: completionOver(format),
+  render_rate_percent: (1 - blankScreens[format] / RUNS_PER_FORMAT) * 100,
+  blank_screens: blankScreens[format],
+  runs: RUNS_PER_FORMAT,
+  system_prompt_tokens: tokens.systemPrompt[format],
+  mean_output_tokens_per_screen: tokens.outputPerScreen[format],
+  estimated_stream_seconds_at_50_tps: tokens.outputPerScreen[format] / 50,
+}));
+
+const bestValidity = Math.max(...modelBoardRows.map((row) => row.validity_score_percent));
+const bestValidityModels = modelBoardRows
+  .filter((row) => row.validity_score_percent === bestValidity)
+  .map((row) => row.model_name);
+const openuiSummary = formatSummaryRows.find((row) => row.format_id === "openui")!;
+const lowestPromptTokenFormat = [...formatSummaryRows].sort(
+  (a, b) => a.system_prompt_tokens - b.system_prompt_tokens,
+)[0];
+
+export const benchmarkAgentAnswers = [
+  {
+    id: "benchmark-scope",
+    question: "How large is the benchmark?",
+    answer: `${BRIEFS} interface briefs are used. The format comparison covers ${MODELS.length} models and ${FORMATS.length} formats for ${RUNS_TOTAL.toLocaleString("en-US")} scored runs; the OpenUI model board covers ${OPENUI_MODEL_BOARD.length} models.`,
+    evidence_paths: ["scope", "model_board", "format_comparison"],
+  },
+  {
+    id: "valid-definition",
+    question: "What counts as a valid generation?",
+    answer:
+      "A generation must parse, have a root, resolve every reference, contain no orphaned or invented components, use valid props, avoid truncation, and meet the component-count floor.",
+    evidence_paths: ["definitions.valid"],
+  },
+  {
+    id: "highest-model-validity",
+    question: "Which models have the highest OpenUI validity score?",
+    answer: `${bestValidityModels.join(" and ")} tie for the highest measured validity score at ${bestValidity.toFixed(1)}%. Cost determines which of these is Pareto-efficient; a high score alone does not imply frontier membership.`,
+    evidence_paths: ["model_board"],
+  },
+  {
+    id: "openui-format-result",
+    question: "How did OpenUI perform in the format comparison?",
+    answer: `OpenUI achieved ${openuiSummary.validity_score_percent.toFixed(1)}% structural validity and ${openuiSummary.render_rate_percent.toFixed(1)}% render success across ${openuiSummary.runs.toLocaleString("en-US")} runs, with ${openuiSummary.blank_screens} blank screen.`,
+    evidence_paths: ["format_summary"],
+  },
+  {
+    id: "prompt-token-result",
+    question: "Which format used the fewest system-prompt tokens?",
+    answer: `${lowestPromptTokenFormat.format_name} used the fewest system-prompt tokens at ${lowestPromptTokenFormat.system_prompt_tokens.toLocaleString("en-US")}.`,
+    evidence_paths: ["format_summary"],
+  },
+  {
+    id: "self-hosted-cost",
+    question: "Does a zero or missing cost mean a self-hosted model is free?",
+    answer:
+      "No. Self-hosted models have no comparable API list price, so their cost is null. A numeric zero is reserved for a source reporting zero marginal API price.",
+    evidence_paths: ["definitions.cost_type", "model_board"],
+  },
+  {
+    id: "pareto-meaning",
+    question: "What does Pareto frontier mean in this benchmark?",
+    answer:
+      "A priced model is on the frontier when no other comparably priced model is at least as valid while being strictly better on cost or validity. Frontier membership is a cost-quality trade-off, not a general model ranking.",
+    evidence_paths: ["definitions.pareto_frontier", "model_board"],
+  },
+  {
+    id: "chart-views",
+    question: "What do the two tabs at the top of the benchmark show?",
+    answer:
+      "Model comparison shows OpenUI structural validity and cost across 30 models as provider-coloured dots with one Pareto frontier. Five compact or local models are hidden by default but remain in the data; selecting any of them expands the vertical scale from 20–100% to 0–100%. Format comparison shows structural validity and cost across OpenUI, A2UI, and json-render for six models. Exact values for both views are present in the page's server-rendered chart data tables and machine-readable distributions.",
+    evidence_paths: ["model_board", "model_families", "format_comparison", "distributions"],
+  },
+] as const;
+
+export const benchmarkAgentDataset = {
+  $schema: BENCHMARK_SCHEMA_URL,
+  schema_version: "1.0.0",
+  dataset: {
+    name: BENCHMARK_DATASET_NAME,
+    canonical_url: BENCHMARK_CANONICAL_URL,
+    version: BENCHMARK_VERSION,
+    benchmark_updated: BENCHMARK_UPDATED_ISO,
+    model_board_updated: MODEL_BOARD_UPDATED_ISO,
+    benchmark_updated_label: BENCHMARK_UPDATED,
+    currency: "USD",
+    pricing_basis: "Measured tokens at provider list prices unless cost_type says otherwise.",
+    maintainer: "OpenUI by Thesys",
+    first_party_disclosure: "OpenUI built and maintains this first-party benchmark.",
+  },
+  definitions: {
+    valid:
+      "Parses, has a root, resolves every reference, has no orphaned or invented components, uses valid props, is not truncated, and meets the component-count floor.",
+    render_success: "The format's own shipped renderer produced a non-blank screen.",
+    cost_per_task_usd: "Measured cost of one generated screen, in USD.",
+    cost_type: {
+      "provider-list-price":
+        "Comparable API price calculated from measured tokens and list prices.",
+      free: "The source reports zero marginal API price.",
+      "self-hosted": "No comparable API price; cost_per_task_usd is null, never zero.",
+    },
+    pareto_frontier:
+      "True when no other comparably priced model is at least as valid and strictly better on cost or validity.",
+    family_order:
+      "One-based catalog order within a named model family; null for singleton models. Families are not connected in the chart.",
+    connected_family:
+      "Whether members of a model family are connected by a chart line. False for every row in this chart version.",
+    default_selected:
+      "Whether the model is shown in the chart's default 20–100% structural-validity view.",
+    generation_condition:
+      "Four generations per brief, a 16,384-token output ceiling, temperature 0.7 where the provider accepts it, and minimal or no reasoning. Anthropic runs use the model default temperature because that API rejects the benchmark temperature setting for the tested model.",
+    scorer_regime:
+      "The values published on this website use the preserved lang-core 0.2.11 scorer regime. The benchmark repository now defaults to lang-core 0.2.15; the two regimes are not comparable row by row.",
+  },
+  scope: {
+    briefs: BRIEFS,
+    formats: FORMATS.length,
+    comparison_models: MODELS.length,
+    model_board_models: OPENUI_MODEL_BOARD.length,
+    runs_per_format: RUNS_PER_FORMAT,
+    total_scored_runs: RUNS_TOTAL,
+  },
+  provenance: {
+    format_comparison: {
+      evidence_status: "published",
+      scorer_regime: "lang-core 0.2.11 (preserved repository tag)",
+      raw_results: LINKS.rawData,
+      raw_outputs: LINKS.rawOutputs,
+      harness: LINKS.harness,
+      briefs: LINKS.briefs,
+    },
+    model_board: {
+      evidence_status: "summary-only",
+      note: "The 30-model measurements are published here as summary rows. The latest repository contains raw generations and lang-core 0.2.15 rescoring, but the website values use the earlier 0.2.11 regime and still lack per-row evidence and pricing links. Do not treat current-main results as row-identical evidence for this board.",
+      raw_results: null,
+    },
+  },
+  model_families: MODEL_BOARD_FAMILIES,
+  model_board: modelBoardRows,
+  format_comparison: formatComparisonRows,
+  format_summary: formatSummaryRows,
+  complexity_bands: completionByDensity,
+  production_repair: {
+    ...production,
+    stages: repairFunnel.stages,
+    source_scope: "Recent OpenUI Cloud production traffic; not benchmark runs.",
+  },
+  methodology: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  agent_answers: benchmarkAgentAnswers,
+  distributions: {
+    schema: BENCHMARK_SCHEMA_URL,
+    json: `${BENCHMARK_CANONICAL_URL}/data.json`,
+    csv: `${BENCHMARK_CANONICAL_URL}/data.csv`,
+    markdown: `${BENCHMARK_CANONICAL_URL}/agent.md`,
+    raw_results: LINKS.rawData,
+    harness: LINKS.harness,
+    briefs: LINKS.briefs,
+    language_benchmark: LANGUAGE_BENCHMARK_URL,
+    framework_benchmark: FRAMEWORK_BENCHMARK_URL,
+  },
+};
+
+const csvCell = (value: unknown) => {
+  if (value === null || value === undefined) return "";
+  const stringValue = String(value);
+  return /[",\n]/.test(stringValue) ? `"${stringValue.replaceAll('"', '""')}"` : stringValue;
+};
+
+export const modelBoardCsv = () => {
+  const headers = Object.keys(modelBoardRows[0]) as Array<keyof (typeof modelBoardRows)[number]>;
+  return [
+    headers.join(","),
+    ...modelBoardRows.map((row) => headers.map((header) => csvCell(row[header])).join(",")),
+  ].join("\n");
+};
+
+export const benchmarkAgentMarkdown = () => {
+  const summaryRows = benchmarkAgentDataset.format_summary
+    .map(
+      (row) =>
+        `| ${row.format_name} | ${row.validity_score_percent.toFixed(1)}% | ${row.render_rate_percent.toFixed(1)}% | ${row.blank_screens} | ${row.system_prompt_tokens.toLocaleString("en-US")} | ${row.mean_output_tokens_per_screen.toLocaleString("en-US")} |`,
+    )
+    .join("\n");
+  const boardRows = modelBoardRows
+    .map(
+      (row) =>
+        `| ${row.model_name} | ${row.provider} | ${row.family_name} | ${row.validity_score_percent.toFixed(1)}% | ${row.cost_per_task_usd === null ? "not comparable" : row.cost_per_task_usd === 0 ? "$0 / free" : `$${row.cost_per_task_usd.toFixed(4)}`} | ${row.cost_type} | ${row.pareto_frontier ? "yes" : "no"} | ${row.default_selected ? "yes" : "no"} |`,
+    )
+    .join("\n");
+  const answerRows = benchmarkAgentAnswers
+    .map((item) => `### ${item.question}\n\n${item.answer}`)
+    .join("\n\n");
+
+  return `# ${BENCHMARK_DATASET_NAME}
+
+> Agent-readable companion to the visual benchmark page. Version ${BENCHMARK_VERSION}; model board updated ${MODEL_BOARD_UPDATED_ISO}.
+
+Canonical page: ${BENCHMARK_CANONICAL_URL}
+
+## Scope and definitions
+
+- ${BRIEFS} briefs, four generations per brief, a 16,384-token output ceiling, temperature 0.7 where supported, and minimal or no reasoning.
+- The six-model format comparison contains ${RUNS_PER_FORMAT.toLocaleString("en-US")} runs per format.
+- Valid means: ${benchmarkAgentDataset.definitions.valid}
+- Render success means: ${benchmarkAgentDataset.definitions.render_success}
+- Self-hosted cost is unknown and represented as null, not zero.
+- This is a first-party benchmark maintained by OpenUI.
+- Published website values use the preserved lang-core 0.2.11 scorer regime. The repository's current 0.2.15 scores are not comparable row by row.
+
+## Evidence status
+
+- Format comparison: published raw results, raw outputs, harness, and briefs are linked below.
+- OpenUI model board: summary measurements are published here, but row-level raw generations and pricing evidence are not yet linked. The format-comparison raw-results folder does not substantiate the model board.
+
+## Format summary
+
+| Format | Valid | Render rate | Blank screens | System prompt tokens | Mean output tokens |
+| --- | ---: | ---: | ---: | ---: | ---: |
+${summaryRows}
+
+## OpenUI model board
+
+Models retain explicit family metadata, but family members are not connected in the chart. The chart draws one Pareto frontier. Five low-end compact or local models are unselected by default so the vertical scale can focus on 20–100%; selecting any of them restores 0–100%.
+
+| Model | Provider | Family | Valid | Cost per task | Cost type | Pareto frontier | Shown by default |
+| --- | --- | --- | ---: | ---: | --- | --- | --- |
+${boardRows}
+
+## Direct answers
+
+${answerRows}
+
+## Machine-readable distributions
+
+- Focused language/model benchmark: ${LANGUAGE_BENCHMARK_URL}
+- Focused framework benchmark: ${FRAMEWORK_BENCHMARK_URL}
+- JSON Schema: ${BENCHMARK_SCHEMA_URL}
+- JSON: ${BENCHMARK_CANONICAL_URL}/data.json
+- CSV: ${BENCHMARK_CANONICAL_URL}/data.csv
+- Methodology: ${BENCHMARK_CANONICAL_URL}/methodology
+- Raw results: ${LINKS.rawData}
+- Harness: ${LINKS.harness}
+- Briefs: ${LINKS.briefs}
+`;
+};
+
+export const frameworkComparisonCsv = () => {
+  const headers = Object.keys(formatComparisonRows[0]) as Array<
+    keyof (typeof formatComparisonRows)[number]
+  >;
+  return [
+    headers.join(","),
+    ...formatComparisonRows.map((row) => headers.map((header) => csvCell(row[header])).join(",")),
+  ].join("\n");
+};
+
+export const languageBenchmarkDataset = {
+  dataset: {
+    name: "OpenUI language and model benchmark",
+    canonical_url: LANGUAGE_BENCHMARK_URL,
+    benchmark_type: "OpenUI language output across models",
+    version: BENCHMARK_VERSION,
+    updated: MODEL_BOARD_UPDATED_ISO,
+  },
+  question: "How reliably and economically do different models generate structurally valid OpenUI?",
+  metric: {
+    y: "Structural validity percentage",
+    x: "Measured cost per task in USD at provider list prices where comparable",
+  },
+  scope: {
+    models: modelBoardRows.length,
+    briefs: BRIEFS,
+    generations_per_brief: 4,
+  },
+  caveats: [
+    benchmarkAgentDataset.definitions.scorer_regime,
+    "Self-hosted cost is null because no comparable API list price is available; null does not mean free.",
+    "Five low-validity compact or local models are hidden in the default visual view but remain present in this dataset.",
+    "The website publishes summary rows for this board; row-level evidence links are not yet attached to every displayed value.",
+  ],
+  methodology: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  data: modelBoardRows,
+  distributions: {
+    json: `${LANGUAGE_BENCHMARK_URL}/data.json`,
+    csv: `${LANGUAGE_BENCHMARK_URL}/data.csv`,
+    markdown: `${LANGUAGE_BENCHMARK_URL}/agent.md`,
+    combined_dataset: `${BENCHMARK_CANONICAL_URL}/data.json`,
+  },
+};
+
+export const frameworkBenchmarkDataset = {
+  dataset: {
+    name: "Generative UI framework benchmark",
+    canonical_url: FRAMEWORK_BENCHMARK_URL,
+    benchmark_type: "OpenUI versus A2UI versus json-render",
+    version: BENCHMARK_VERSION,
+    updated: BENCHMARK_UPDATED_ISO,
+  },
+  question:
+    "How do OpenUI, Google A2UI, and Vercel json-render compare under the same briefs and generation condition?",
+  scope: {
+    models: MODELS.length,
+    formats: FORMAT_ORDER.length,
+    briefs: BRIEFS,
+    generations_per_brief: 4,
+    runs_per_format: RUNS_PER_FORMAT,
+    total_scored_runs: RUNS_TOTAL,
+  },
+  definitions: {
+    structural_validity: benchmarkAgentDataset.definitions.valid,
+    render_success: benchmarkAgentDataset.definitions.render_success,
+    generation_condition: benchmarkAgentDataset.definitions.generation_condition,
+    scorer_regime: benchmarkAgentDataset.definitions.scorer_regime,
+  },
+  methodology: `${BENCHMARK_CANONICAL_URL}/methodology`,
+  evidence: benchmarkAgentDataset.provenance.format_comparison,
+  format_summary: formatSummaryRows,
+  data: formatComparisonRows,
+  distributions: {
+    json: `${FRAMEWORK_BENCHMARK_URL}/data.json`,
+    csv: `${FRAMEWORK_BENCHMARK_URL}/data.csv`,
+    markdown: `${FRAMEWORK_BENCHMARK_URL}/agent.md`,
+    combined_dataset: `${BENCHMARK_CANONICAL_URL}/data.json`,
+  },
+};
+
+export const languageBenchmarkMarkdown = () => {
+  const rows = modelBoardRows
+    .map(
+      (row) =>
+        `| ${row.model_name} | ${row.provider} | ${row.validity_score_percent.toFixed(1)}% | ${row.cost_per_task_usd === null ? "not comparable" : row.cost_per_task_usd === 0 ? "$0 / free" : `$${row.cost_per_task_usd.toFixed(4)}`} | ${row.cost_type} | ${row.pareto_frontier ? "yes" : "no"} | ${row.default_selected ? "yes" : "no"} |`,
+    )
+    .join("\n");
+
+  return `# OpenUI language and model benchmark
+
+Canonical page: ${LANGUAGE_BENCHMARK_URL}
+
+## What this benchmark answers
+
+How reliably and economically do different models generate structurally valid OpenUI?
+
+## Scope
+
+- ${modelBoardRows.length} models.
+- ${BRIEFS} interface briefs and four generations per brief.
+- Structural validity is the vertical metric; measured list-price cost per task is the horizontal metric where comparable.
+- Self-hosted cost is null, not zero.
+- Five compact or local models are hidden by default in the visual chart but remain in this table.
+- Published website values use the preserved lang-core 0.2.11 scorer regime; current 0.2.15 repository results are not comparable row by row.
+
+| Model | Provider | Structural validity | Cost per task | Cost type | Pareto frontier | Shown by default |
+| --- | --- | ---: | ---: | --- | --- | --- |
+${rows}
+
+## Links
+
+- Methodology: ${BENCHMARK_CANONICAL_URL}/methodology
+- JSON: ${LANGUAGE_BENCHMARK_URL}/data.json
+- CSV: ${LANGUAGE_BENCHMARK_URL}/data.csv
+- Combined benchmark: ${BENCHMARK_CANONICAL_URL}
+`;
+};
+
+export const frameworkBenchmarkMarkdown = () => {
+  const summary = formatSummaryRows
+    .map(
+      (row) =>
+        `| ${row.format_name} | ${row.validity_score_percent.toFixed(1)}% | ${row.render_rate_percent.toFixed(1)}% | ${row.blank_screens} | ${row.runs} |`,
+    )
+    .join("\n");
+  const rows = formatComparisonRows
+    .map(
+      (row) =>
+        `| ${row.model_name} | ${row.format_name} | ${row.valid_runs}/${row.total_runs} | ${row.validity_score_percent.toFixed(1)}% | ${row.render_rate_percent.toFixed(1)}% | ${row.cost_per_46_screen_pass_usd === null ? "not available" : `$${row.cost_per_46_screen_pass_usd.toFixed(2)}`} |`,
+    )
+    .join("\n");
+
+  return `# Generative UI framework benchmark
+
+Canonical page: ${FRAMEWORK_BENCHMARK_URL}
+
+## What this benchmark answers
+
+How do OpenUI, Google A2UI, and Vercel json-render compare under the same briefs and generation condition?
+
+## Scope and condition
+
+- ${BRIEFS} interface briefs, ${MODELS.length} models, ${FORMAT_ORDER.length} formats, and four generations per brief.
+- ${RUNS_PER_FORMAT.toLocaleString("en-US")} runs per format; ${RUNS_TOTAL.toLocaleString("en-US")} scored runs in total.
+- 16,384-token output ceiling, temperature 0.7 where supported, and minimal or no reasoning.
+- Each format uses its own SDK-generated prompt and shipped validation, plus the same shared completeness layer and component-count floor.
+- Published website values use the preserved lang-core 0.2.11 scorer regime; current 0.2.15 repository results are not comparable row by row.
+
+## Format summary
+
+| Format | Structural validity | Render success | Blank screens | Runs |
+| --- | ---: | ---: | ---: | ---: |
+${summary}
+
+## Results by model and format
+
+| Model | Format | Valid runs | Structural validity | Render success | Cost per 46-screen pass |
+| --- | --- | ---: | ---: | ---: | ---: |
+${rows}
+
+## Links
+
+- Methodology: ${BENCHMARK_CANONICAL_URL}/methodology
+- JSON: ${FRAMEWORK_BENCHMARK_URL}/data.json
+- CSV: ${FRAMEWORK_BENCHMARK_URL}/data.csv
+- Raw results for the published scorer regime: ${LINKS.rawData}
+- Combined benchmark: ${BENCHMARK_CANONICAL_URL}
+`;
+};
diff --git a/docs/lib/benchmark-data-schema.ts b/docs/lib/benchmark-data-schema.ts
new file mode 100644
index 000000000..2b5efad1c
--- /dev/null
+++ b/docs/lib/benchmark-data-schema.ts
@@ -0,0 +1,250 @@
+import { BENCHMARK_SCHEMA_URL } from "@/lib/benchmark-agent-data";
+
+const nullableNumber = { type: ["number", "null"] } as const;
+const nullableString = { type: ["string", "null"] } as const;
+
+export const benchmarkDataSchema = {
+  $schema: "https://json-schema.org/draft/2020-12/schema",
+  $id: BENCHMARK_SCHEMA_URL,
+  title: "OpenUI Generative UI Benchmark dataset",
+  description:
+    "Schema for the versioned OpenUI model board, format comparison, summaries, definitions and agent-oriented answers.",
+  type: "object",
+  required: [
+    "$schema",
+    "schema_version",
+    "dataset",
+    "definitions",
+    "scope",
+    "provenance",
+    "model_families",
+    "model_board",
+    "format_comparison",
+    "format_summary",
+    "agent_answers",
+    "methodology",
+    "distributions",
+  ],
+  properties: {
+    $schema: { const: BENCHMARK_SCHEMA_URL },
+    schema_version: { type: "string", pattern: "^\\d+\\.\\d+\\.\\d+$" },
+    dataset: {
+      type: "object",
+      required: [
+        "name",
+        "canonical_url",
+        "version",
+        "benchmark_updated",
+        "model_board_updated",
+        "currency",
+        "pricing_basis",
+        "maintainer",
+      ],
+      properties: {
+        name: { type: "string" },
+        canonical_url: { type: "string", format: "uri" },
+        version: { type: "string" },
+        benchmark_updated: { type: "string", format: "date" },
+        model_board_updated: { type: "string", format: "date" },
+        benchmark_updated_label: { type: "string" },
+        currency: { const: "USD" },
+        pricing_basis: { type: "string" },
+        maintainer: { type: "string" },
+        first_party_disclosure: { type: "string" },
+      },
+    },
+    definitions: { type: "object" },
+    scope: {
+      type: "object",
+      required: [
+        "briefs",
+        "formats",
+        "comparison_models",
+        "model_board_models",
+        "runs_per_format",
+        "total_scored_runs",
+      ],
+      properties: {
+        briefs: { type: "integer", minimum: 1 },
+        formats: { type: "integer", minimum: 1 },
+        comparison_models: { type: "integer", minimum: 1 },
+        model_board_models: { type: "integer", minimum: 1 },
+        runs_per_format: { type: "integer", minimum: 1 },
+        total_scored_runs: { type: "integer", minimum: 1 },
+      },
+    },
+    provenance: {
+      type: "object",
+      required: ["format_comparison", "model_board"],
+      properties: {
+        format_comparison: {
+          type: "object",
+          required: ["evidence_status", "raw_results", "raw_outputs", "harness", "briefs"],
+          properties: {
+            evidence_status: { const: "published" },
+            raw_results: { type: "string", format: "uri" },
+            raw_outputs: { type: "string", format: "uri" },
+            harness: { type: "string", format: "uri" },
+            briefs: { type: "string", format: "uri" },
+          },
+        },
+        model_board: {
+          type: "object",
+          required: ["evidence_status", "note", "raw_results"],
+          properties: {
+            evidence_status: { const: "summary-only" },
+            note: { type: "string" },
+            raw_results: { type: "null" },
+          },
+        },
+      },
+    },
+    model_families: {
+      type: "array",
+      items: {
+        type: "object",
+        required: ["id", "label", "provider", "models"],
+        properties: {
+          id: { type: "string" },
+          label: { type: "string" },
+          provider: { type: "string" },
+          models: { type: "array", minItems: 2, items: { type: "string" } },
+        },
+      },
+    },
+    model_board: {
+      type: "array",
+      items: { $ref: "#/$defs/modelBoardRow" },
+    },
+    format_comparison: {
+      type: "array",
+      items: { $ref: "#/$defs/formatComparisonRow" },
+    },
+    format_summary: {
+      type: "array",
+      items: { $ref: "#/$defs/formatSummaryRow" },
+    },
+    complexity_bands: { type: "array", items: { type: "object" } },
+    production_repair: { type: "object" },
+    methodology: { type: "string", format: "uri" },
+    agent_answers: {
+      type: "array",
+      minItems: 1,
+      items: { $ref: "#/$defs/agentAnswer" },
+    },
+    distributions: {
+      type: "object",
+      required: ["schema", "json", "csv", "markdown", "raw_results", "harness", "briefs"],
+      additionalProperties: { type: "string", format: "uri" },
+    },
+  },
+  $defs: {
+    modelBoardRow: {
+      type: "object",
+      required: [
+        "model_id",
+        "model_name",
+        "provider",
+        "family_id",
+        "family_name",
+        "family_order",
+        "connected_family",
+        "default_selected",
+        "format",
+        "validity_score_percent",
+        "cost_per_task_usd",
+        "cost_per_46_screen_pass_usd",
+        "cost_type",
+        "serving",
+        "pareto_frontier",
+        "briefs",
+        "generations_per_brief",
+        "dataset_updated",
+      ],
+      properties: {
+        model_id: { type: "string" },
+        model_name: { type: "string" },
+        provider: { type: "string" },
+        family_id: { type: "string" },
+        family_name: { type: "string" },
+        family_order: { type: ["integer", "null"], minimum: 1 },
+        connected_family: { const: false },
+        default_selected: { type: "boolean" },
+        format: { const: "openui" },
+        validity_score_percent: { type: "number", minimum: 0, maximum: 100 },
+        cost_per_task_usd: nullableNumber,
+        cost_per_46_screen_pass_usd: nullableNumber,
+        cost_type: { enum: ["provider-list-price", "free", "self-hosted"] },
+        serving: nullableString,
+        pareto_frontier: { type: "boolean" },
+        briefs: { type: "integer", minimum: 1 },
+        generations_per_brief: { type: "integer", minimum: 1 },
+        dataset_updated: { type: "string", format: "date" },
+      },
+    },
+    formatComparisonRow: {
+      type: "object",
+      required: [
+        "model_id",
+        "model_name",
+        "provider",
+        "format_id",
+        "format_name",
+        "valid_runs",
+        "rendered_runs",
+        "total_runs",
+        "validity_score_percent",
+        "render_rate_percent",
+        "cost_per_46_screen_pass_usd",
+      ],
+      properties: {
+        model_id: { type: "string" },
+        model_name: { type: "string" },
+        provider: { type: "string" },
+        format_id: { enum: ["openui", "a2ui", "jsonRender"] },
+        format_name: { type: "string" },
+        valid_runs: { type: "integer", minimum: 0 },
+        rendered_runs: { type: "integer", minimum: 0 },
+        total_runs: { type: "integer", minimum: 1 },
+        validity_score_percent: { type: "number", minimum: 0, maximum: 100 },
+        render_rate_percent: { type: "number", minimum: 0, maximum: 100 },
+        cost_per_46_screen_pass_usd: nullableNumber,
+      },
+    },
+    formatSummaryRow: {
+      type: "object",
+      required: [
+        "format_id",
+        "format_name",
+        "validity_score_percent",
+        "render_rate_percent",
+        "blank_screens",
+        "runs",
+        "system_prompt_tokens",
+        "mean_output_tokens_per_screen",
+        "estimated_stream_seconds_at_50_tps",
+      ],
+      properties: {
+        format_id: { enum: ["openui", "a2ui", "jsonRender"] },
+        format_name: { type: "string" },
+        validity_score_percent: { type: "number", minimum: 0, maximum: 100 },
+        render_rate_percent: { type: "number", minimum: 0, maximum: 100 },
+        blank_screens: { type: "integer", minimum: 0 },
+        runs: { type: "integer", minimum: 1 },
+        system_prompt_tokens: { type: "integer", minimum: 0 },
+        mean_output_tokens_per_screen: { type: "number", minimum: 0 },
+        estimated_stream_seconds_at_50_tps: { type: "number", minimum: 0 },
+      },
+    },
+    agentAnswer: {
+      type: "object",
+      required: ["id", "question", "answer", "evidence_paths"],
+      properties: {
+        id: { type: "string" },
+        question: { type: "string" },
+        answer: { type: "string" },
+        evidence_paths: { type: "array", minItems: 1, items: { type: "string" } },
+      },
+    },
+  },
+} as const;
diff --git a/docs/lib/benchmark-data.ts b/docs/lib/benchmark-data.ts
new file mode 100644
index 000000000..05c399061
--- /dev/null
+++ b/docs/lib/benchmark-data.ts
@@ -0,0 +1,982 @@
+/**
+ * openui-bench — single source of truth for every number on the benchmark
+ * blog post.
+ *
+ * Rules for this file:
+ *  - Charts read from here. Never hardcode a number in a chart component.
+ *  - Every value is computed from the committed results files in
+ *    benchmarks/openui-bench (results-<model>-{native,official}.json),
+ *    never typed from prose.
+ */
+
+export type FormatId = "openui" | "a2ui" | "jsonRender";
+
+export const FORMATS = [
+  { id: "openui", label: "OpenUI", vendor: "Thesys", series: 1, mark: "openui" },
+  { id: "a2ui", label: "A2UI", vendor: "Google", series: 2, mark: "google" },
+  { id: "jsonRender", label: "json-render", vendor: "Vercel", series: 3, mark: "vercel" },
+] as const satisfies ReadonlyArray<{
+  id: FormatId;
+  label: string;
+  vendor: string;
+  series: 1 | 2 | 3;
+  mark?: string;
+}>;
+
+export const FORMAT_ORDER: FormatId[] = ["openui", "a2ui", "jsonRender"];
+
+export const formatLabel = (id: FormatId) => FORMATS.find((f) => f.id === id)!.label;
+
+/* ------------------------------------------------------------------ */
+/* Run accounting — every other n on the page derives from this        */
+/* ------------------------------------------------------------------ */
+
+export const BRIEFS = 46;
+export const CATALOG_COMPONENTS = 70;
+
+/** One uniform condition: every model ran every brief 4 times per format. */
+export const MODELS = [
+  { id: "sol", mark: "openai", label: "Sol", family: "GPT-5.6", vendor: "OpenAI", gensPerBrief: 4 },
+  { id: "opus", mark: "anthropic", label: "Claude Opus 4.8", vendor: "Anthropic", gensPerBrief: 4 },
+  { id: "kimi", mark: "moonshot", label: "Kimi K3", vendor: "Moonshot", gensPerBrief: 4 },
+  { id: "gemini", mark: "gemini", label: "Gemini 3.6 Flash", vendor: "Google", gensPerBrief: 4 },
+  { id: "qwen", mark: "qwen", label: "Qwen3.8 2.4T", vendor: "Alibaba", gensPerBrief: 4 },
+  { id: "muse", mark: "meta", label: "Muse Spark 1.2", vendor: "Meta", gensPerBrief: 4 },
+] as const;
+
+export type ModelId = (typeof MODELS)[number]["id"];
+
+/** Runs per model per format: 184. */
+export const runsFor = (modelId: ModelId) =>
+  BRIEFS * MODELS.find((m) => m.id === modelId)!.gensPerBrief;
+
+/** 1,104 — the denominator under every whole-benchmark count. */
+export const RUNS_PER_FORMAT = MODELS.reduce((n, m) => n + BRIEFS * m.gensPerBrief, 0);
+export const RUNS_TOTAL = RUNS_PER_FORMAT * FORMATS.length;
+
+/* ------------------------------------------------------------------ */
+/* 1. Completion by model                                              */
+/* ------------------------------------------------------------------ */
+
+/**
+ * Scored-run counts, transcribed from results/results-<model>.json — the only
+ * hand-copied numbers in this file, and the ones `score.mjs` regenerates.
+ * Every completion and blank-screen figure on the site divides two of these.
+ *
+ * `renderable` is each SDK's own shipped renderer: A2UI drops a whole
+ * updateComponents message on any invalid component, so its renderable counts
+ * are its all-or-nothing rule in action. See `blankScreens` for the
+ * conservative counterfactual reading.
+ */
+export type RunCount = { runs: number; complete: number; renderable: number };
+
+export const runCounts: Record<ModelId, Record<FormatId, RunCount>> = {
+  sol: {
+    openui: { runs: 184, complete: 183, renderable: 184 },
+    a2ui: { runs: 184, complete: 177, renderable: 179 },
+    jsonRender: { runs: 184, complete: 152, renderable: 184 },
+  },
+  opus: {
+    openui: { runs: 184, complete: 182, renderable: 184 },
+    a2ui: { runs: 184, complete: 183, renderable: 184 },
+    jsonRender: { runs: 184, complete: 161, renderable: 184 },
+  },
+  kimi: {
+    openui: { runs: 184, complete: 178, renderable: 184 },
+    a2ui: { runs: 184, complete: 176, renderable: 179 },
+    jsonRender: { runs: 184, complete: 131, renderable: 184 },
+  },
+  gemini: {
+    openui: { runs: 184, complete: 175, renderable: 184 },
+    a2ui: { runs: 184, complete: 175, renderable: 180 },
+    jsonRender: { runs: 184, complete: 142, renderable: 184 },
+  },
+  qwen: {
+    openui: { runs: 184, complete: 169, renderable: 183 },
+    a2ui: { runs: 184, complete: 168, renderable: 168 },
+    jsonRender: { runs: 184, complete: 149, renderable: 180 },
+  },
+  muse: {
+    openui: { runs: 184, complete: 178, renderable: 184 },
+    a2ui: { runs: 184, complete: 178, renderable: 179 },
+    jsonRender: { runs: 184, complete: 150, renderable: 184 },
+  },
+};
+
+/** % of 184 runs where everything asked for renders and every reference resolves. */
+export const completionByModel: Record<ModelId, Record<FormatId, number>> = Object.fromEntries(
+  MODELS.map((m) => [
+    m.id,
+    Object.fromEntries(
+      FORMAT_ORDER.map((f) => [f, (runCounts[m.id][f].complete / runCounts[m.id][f].runs) * 100]),
+    ),
+  ]),
+) as Record<ModelId, Record<FormatId, number>>;
+
+/**
+ * Pooled completion over any subset of models — the number the page's model
+ * filter reads. Pooling counts (rather than averaging rates) keeps a filtered
+ * view exact instead of an average of rounded averages; with the uniform
+ * 4-generation condition the two agree on the full set anyway.
+ */
+export const completionOver = (
+  id: FormatId,
+  models: readonly ModelId[] = MODELS.map((m) => m.id),
+) => {
+  const t = models.reduce(
+    (acc, m) => ({ c: acc.c + runCounts[m][id].complete, n: acc.n + runCounts[m][id].runs }),
+    { c: 0, n: 0 },
+  );
+  return t.n ? (t.c / t.n) * 100 : Number.NaN;
+};
+
+/** Runs behind a filtered completion figure — the n printed under the chart. */
+export const runsOver = (models: readonly ModelId[] = MODELS.map((m) => m.id)) =>
+  models.reduce((n, m) => n + runsFor(m), 0);
+
+/**
+ * Unweighted mean of the six per-model rates — each model gets equal weight.
+ * With the uniform 4-rep condition this equals the pooled rate. Computed,
+ * never typed. Note: the openui mean sits on a rounding boundary (92.9499...);
+ * any change to a per-model rate can flip the displayed 92.9, so re-sync the
+ * prose if these values ever move.
+ */
+export const completionMean = (id: FormatId) =>
+  MODELS.reduce((sum, m) => sum + completionByModel[m.id][id], 0) / MODELS.length;
+
+export const winnerFor = (modelId: ModelId): FormatId =>
+  FORMAT_ORDER.reduce((best, id) =>
+    completionByModel[modelId][id] > completionByModel[modelId][best] ? id : best,
+  );
+
+/** Models where each format takes the top score. Qwen is an exact tie
+ *  (89.7 OpenUI and A2UI); winnerFor resolves it to the first in FORMAT_ORDER. */
+export const modelWins = (id: FormatId) =>
+  MODELS.filter((m) => winnerFor(m.id) === id).map((m) => m.label);
+
+/* ------------------------------------------------------------------ */
+/* 2. Blank screens                                                    */
+/* ------------------------------------------------------------------ */
+
+/**
+ * Runs where the user saw nothing at all, out of RUNS_PER_FORMAT — each SDK's
+ * own shipped renderer, derived from the `renderable` counts above. A2UI drops
+ * a whole updateComponents message on any invalid component, so its total is
+ * that all-or-nothing rule in action rather than a harsher scoring choice.
+ */
+export const blankScreens: Record<FormatId, number> = Object.fromEntries(
+  FORMAT_ORDER.map((f) => [
+    f,
+    MODELS.reduce((n, m) => n + (runCounts[m.id][f].runs - runCounts[m.id][f].renderable), 0),
+  ]),
+) as Record<FormatId, number>;
+
+/** The single OpenUI blank is an empty API response from Qwen; the same brief
+ *  comes back at full length on the other five models. */
+export const openuiBlankCause = { models: ["qwen"] as ModelId[], reason: "empty response" };
+
+/** The same reading, over any subset of models. */
+export const blanksOver = (id: FormatId, models: readonly ModelId[] = MODELS.map((m) => m.id)) =>
+  models.reduce((n, m) => n + (runCounts[m][id].runs - runCounts[m][id].renderable), 0);
+
+/* ------------------------------------------------------------------ */
+/* 3. Completion by screen density                                     */
+/* ------------------------------------------------------------------ */
+
+/**
+ * The five size bands, as designed in briefs/DESIGN.md. `requirements` is the
+ * inclusive span of numbered requirements a brief in that band carries; the
+ * bands are uneven (10/10/10/8/8 briefs) because the design fixed the sizes
+ * first and the brief count second.
+ */
+export const densityBands = [
+  { id: "b1", band: "2–3", requirements: [2, 3], briefs: 10 },
+  { id: "b2", band: "4–6", requirements: [4, 6], briefs: 10 },
+  { id: "b3", band: "7–9", requirements: [7, 9], briefs: 10 },
+  { id: "b4", band: "11–13", requirements: [11, 13], briefs: 8 },
+  { id: "b5", band: "16–18", requirements: [16, 18], briefs: 8 },
+] as const satisfies ReadonlyArray<{
+  id: string;
+  band: string;
+  requirements: readonly [number, number];
+  briefs: number;
+}>;
+
+export type BandId = (typeof densityBands)[number]["id"];
+
+/**
+ * Per-band scored-run counts, recomputed from the results files by joining
+ * every run to its brief's `reqs` in briefs/briefs.mjs. Earlier versions of
+ * this table were recovered from an old chart's geometry; these are counts.
+ */
+export const densityCounts: Record<ModelId, Record<BandId, Record<FormatId, RunCount>>> = {
+  sol: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 35, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 39, renderable: 40 },
+      jsonRender: { runs: 40, complete: 35, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 37, renderable: 37 },
+      jsonRender: { runs: 40, complete: 34, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 31, renderable: 32 },
+      a2ui: { runs: 32, complete: 30, renderable: 31 },
+      jsonRender: { runs: 32, complete: 25, renderable: 32 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 32, renderable: 32 },
+      a2ui: { runs: 32, complete: 31, renderable: 31 },
+      jsonRender: { runs: 32, complete: 23, renderable: 32 },
+    },
+  },
+  opus: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 36, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 36, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 37, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 32, renderable: 32 },
+      a2ui: { runs: 32, complete: 31, renderable: 32 },
+      jsonRender: { runs: 32, complete: 25, renderable: 32 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 30, renderable: 32 },
+      a2ui: { runs: 32, complete: 32, renderable: 32 },
+      jsonRender: { runs: 32, complete: 27, renderable: 32 },
+    },
+  },
+  kimi: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 34, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 27, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 38, renderable: 39 },
+      jsonRender: { runs: 40, complete: 33, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 28, renderable: 32 },
+      a2ui: { runs: 32, complete: 29, renderable: 30 },
+      jsonRender: { runs: 32, complete: 15, renderable: 32 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 30, renderable: 32 },
+      a2ui: { runs: 32, complete: 29, renderable: 30 },
+      jsonRender: { runs: 32, complete: 22, renderable: 32 },
+    },
+  },
+  gemini: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 36, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 30, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 39, renderable: 40 },
+      a2ui: { runs: 40, complete: 39, renderable: 40 },
+      jsonRender: { runs: 40, complete: 34, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 27, renderable: 32 },
+      a2ui: { runs: 32, complete: 28, renderable: 30 },
+      jsonRender: { runs: 32, complete: 20, renderable: 32 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 29, renderable: 32 },
+      a2ui: { runs: 32, complete: 28, renderable: 30 },
+      jsonRender: { runs: 32, complete: 22, renderable: 32 },
+    },
+  },
+  qwen: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 40, renderable: 40 },
+      jsonRender: { runs: 40, complete: 36, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 39, renderable: 39 },
+      jsonRender: { runs: 40, complete: 33, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 38, renderable: 40 },
+      a2ui: { runs: 40, complete: 34, renderable: 34 },
+      jsonRender: { runs: 40, complete: 31, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 28, renderable: 32 },
+      a2ui: { runs: 32, complete: 28, renderable: 28 },
+      jsonRender: { runs: 32, complete: 24, renderable: 30 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 23, renderable: 31 },
+      a2ui: { runs: 32, complete: 27, renderable: 27 },
+      jsonRender: { runs: 32, complete: 25, renderable: 30 },
+    },
+  },
+  muse: {
+    b1: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 39, renderable: 39 },
+      jsonRender: { runs: 40, complete: 38, renderable: 40 },
+    },
+    b2: {
+      openui: { runs: 40, complete: 39, renderable: 40 },
+      a2ui: { runs: 40, complete: 39, renderable: 39 },
+      jsonRender: { runs: 40, complete: 35, renderable: 40 },
+    },
+    b3: {
+      openui: { runs: 40, complete: 40, renderable: 40 },
+      a2ui: { runs: 40, complete: 38, renderable: 38 },
+      jsonRender: { runs: 40, complete: 36, renderable: 40 },
+    },
+    b4: {
+      openui: { runs: 32, complete: 29, renderable: 32 },
+      a2ui: { runs: 32, complete: 30, renderable: 31 },
+      jsonRender: { runs: 32, complete: 22, renderable: 32 },
+    },
+    b5: {
+      openui: { runs: 32, complete: 30, renderable: 32 },
+      a2ui: { runs: 32, complete: 32, renderable: 32 },
+      jsonRender: { runs: 32, complete: 19, renderable: 32 },
+    },
+  },
+};
+
+/** Pooled completion inside one band over any subset of models. */
+export const densityRate = (
+  band: BandId,
+  id: FormatId,
+  models: readonly ModelId[] = MODELS.map((m) => m.id),
+) => {
+  const t = models.reduce(
+    (acc, m) => ({
+      c: acc.c + densityCounts[m][band][id].complete,
+      n: acc.n + densityCounts[m][band][id].runs,
+    }),
+    { c: 0, n: 0 },
+  );
+  return t.n ? (t.c / t.n) * 100 : Number.NaN;
+};
+
+/** Runs per format inside one band, for the subset — the n under the chart. */
+export const densityRuns = (band: BandId, models: readonly ModelId[] = MODELS.map((m) => m.id)) =>
+  models.reduce((n, m) => n + densityCounts[m][band].openui.runs, 0);
+
+/**
+ * Completion per band for a subset of models, in band order. Defaults to all
+ * six, which reproduces the table published with the blog post.
+ */
+export const completionByDensityFor = (
+  models: readonly ModelId[] = MODELS.map((m) => m.id),
+): Array<{ band: string; id: BandId; briefs: number; runs: number } & Record<FormatId, number>> =>
+  densityBands.map((b) => ({
+    id: b.id,
+    band: b.band,
+    briefs: b.briefs,
+    runs: densityRuns(b.id, models),
+    ...(Object.fromEntries(FORMAT_ORDER.map((f) => [f, densityRate(b.id, f, models)])) as Record<
+      FormatId,
+      number
+    >),
+  }));
+
+export const completionByDensity = completionByDensityFor();
+
+/* ------------------------------------------------------------------ */
+/* 4. Tokens                                                           */
+/* ------------------------------------------------------------------ */
+
+/** tiktoken o200k on the exact prompts and outputs. */
+export const tokens = {
+  /** Generated by each SDK's own generator over the same 70-component catalog.
+   *  The OpenUI prompt includes its component groups, two worked examples and
+   *  three rules, all passed through generatePrompt's official options. */
+  systemPrompt: { openui: 5_031, a2ui: 12_610, jsonRender: 7_651 } as Record<FormatId, number>,
+  /** Mean output per screen over all 1,104 scored runs (six models). */
+  outputPerScreen: { openui: 1_362, a2ui: 2_823, jsonRender: 3_258 } as Record<FormatId, number>,
+  outputBasis: { runs: 1_104 },
+};
+
+export const timesBaseline = (value: number, baseline: number) => value / baseline;
+
+/* ------------------------------------------------------------------ */
+/* 5. Cost                                                             */
+/* ------------------------------------------------------------------ */
+
+/** USD for one benchmark pass = 46 screens, at provider list prices. All six models. */
+export const COST_MODELS: ModelId[] = ["gemini", "muse", "qwen", "kimi", "opus", "sol"];
+
+export const costPerPass: Partial<Record<ModelId, Record<FormatId, number>>> = {
+  gemini: { openui: 0.42, a2ui: 0.95, jsonRender: 0.85 },
+  muse: { openui: 0.71, a2ui: 1.38, jsonRender: 1.34 },
+  qwen: { openui: 0.81, a2ui: 1.9, jsonRender: 1.46 },
+  kimi: { openui: 1.53, a2ui: 3.16, jsonRender: 2.91 },
+  opus: { openui: 2.27, a2ui: 5.85, jsonRender: 4.88 },
+  sol: { openui: 3.08, a2ui: 6.84, jsonRender: 6.3 },
+};
+
+/** The procurement unit: dollars per 1,000 screens. */
+export const costPer1kScreens = (modelId: ModelId, id: FormatId) =>
+  (costPerPass[modelId]![id] / BRIEFS) * 1000;
+
+/* ------------------------------------------------------------------ */
+/* OpenUI model board — the expanded, OpenUI-only provider comparison  */
+/* ------------------------------------------------------------------ */
+
+/**
+ * API-model results from the 24–25 Aug 2026 OpenUI model-board run.
+ * Every row used the same 46 briefs, four generations per brief, frozen
+ * OpenUI prompt and validator. Cost is the measured price of one 46-screen
+ * pass; charts divide by BRIEFS so the horizontal axis stays cost per task.
+ *
+ * The two self-hosted starting-line models are intentionally absent because
+ * the source run reports serving hardware rather than a comparable API cost.
+ */
+export const OPENUI_MODEL_BOARD = [
+  { id: "grok-4-6", label: "Grok 4.6", provider: "xAI", score: 99.5, costPerPass: 0.85 },
+  { id: "gpt-5-6-sol", label: "GPT-5.6 Sol", provider: "OpenAI", score: 99.5, costPerPass: 2.19 },
+  {
+    id: "claude-opus-4-8",
+    label: "Claude Opus 4.8",
+    provider: "Anthropic",
+    score: 98.9,
+    costPerPass: 2.27,
+  },
+  {
+    id: "gemini-3-7-flash",
+    label: "Gemini 3.7 Flash",
+    provider: "Google",
+    score: 98.4,
+    costPerPass: 0.46,
+  },
+  {
+    id: "claude-sonnet-5",
+    label: "Claude Sonnet 5",
+    provider: "Anthropic",
+    score: 98.4,
+    costPerPass: 0.93,
+  },
+  {
+    id: "gpt-5-6-terra",
+    label: "GPT-5.6 Terra",
+    provider: "OpenAI",
+    score: 97.8,
+    costPerPass: 1.11,
+  },
+  { id: "kimi-k3", label: "Kimi K3", provider: "Moonshot", score: 96.7, costPerPass: 1.53 },
+  {
+    id: "claude-opus-5",
+    label: "Claude Opus 5",
+    provider: "Anthropic",
+    score: 96.7,
+    costPerPass: 3.56,
+  },
+  {
+    id: "muse-spark-1-2",
+    label: "Muse Spark 1.2",
+    provider: "Meta",
+    score: 96.7,
+    costPerPass: 0.72,
+  },
+  {
+    id: "gemini-3-6-flash",
+    label: "Gemini 3.6 Flash",
+    provider: "Google",
+    score: 95.1,
+    costPerPass: 0.42,
+  },
+  {
+    id: "claude-sonnet-4-6",
+    label: "Claude Sonnet 4.6",
+    provider: "Anthropic",
+    score: 92.9,
+    costPerPass: 2.07,
+  },
+  {
+    id: "qwen-3-8-2-4t",
+    label: "Qwen3.8 2.4T",
+    provider: "Alibaba",
+    score: 91.8,
+    costPerPass: 0.78,
+  },
+  { id: "glm-5-3", label: "GLM-5.3", provider: "Zhipu", score: 91.3, costPerPass: 0.55 },
+  {
+    id: "deepseek-v4-pro",
+    label: "DeepSeek V4 Pro",
+    provider: "DeepSeek",
+    score: 89.7,
+    costPerPass: 0.41,
+  },
+  {
+    id: "inkling-small",
+    label: "Inkling Small",
+    provider: "Thinking Machines",
+    score: 88.6,
+    costPerPass: 0.15,
+  },
+  {
+    id: "deepseek-v4-flash",
+    label: "DeepSeek V4 Flash",
+    provider: "DeepSeek",
+    score: 86.3,
+    costPerPass: 0.02,
+  },
+  { id: "gpt-5-6-luna", label: "GPT-5.6 Luna", provider: "OpenAI", score: 84.8, costPerPass: 0.1 },
+  { id: "qwen-3-8-27b", label: "Qwen3.8 27B", provider: "Alibaba", score: 79.9, costPerPass: 0.25 },
+  {
+    id: "gemini-3-5-flash-lite",
+    label: "Gemini 3.5 Flash-Lite",
+    provider: "Google",
+    score: 79.3,
+    costPerPass: 0.19,
+  },
+  {
+    id: "inkling",
+    label: "Inkling",
+    provider: "Thinking Machines",
+    score: 73.9,
+    costPerPass: 0.37,
+  },
+  { id: "qwen-3-6-27b", label: "Qwen3.6 27B", provider: "Alibaba", score: 65.8, costPerPass: 0.3 },
+  {
+    id: "qwen-3-6-35b-a3b",
+    label: "Qwen3.6 35B-A3B",
+    provider: "Alibaba",
+    score: 61.4,
+    costPerPass: 0.08,
+  },
+  { id: "gemma-4-31b", label: "Gemma 4 31B", provider: "Google", score: 53.8, costPerPass: 0.04 },
+  { id: "phi-4", label: "Phi-4", provider: "Microsoft", score: 47.8, costPerPass: 0.02 },
+  {
+    id: "gemma-4-26b-a4b",
+    label: "Gemma 4 26B-A4B",
+    provider: "Google",
+    score: 33.7,
+    costPerPass: 0.03,
+  },
+  {
+    id: "ministral-8b",
+    label: "Ministral 8B",
+    provider: "Mistral",
+    score: 28.3,
+    costPerPass: 0.04,
+  },
+  {
+    id: "diffusion-gemma-26b-a4b",
+    label: "DiffusionGemma 26B-A4B",
+    provider: "Google",
+    score: 12.5,
+    costPerPass: 0,
+    unpriced: true,
+    serving: "Self-hosted · A100 FP8",
+  },
+  {
+    id: "ling-3-tiny",
+    label: "Ling 3.0 Tiny",
+    provider: "InclusionAI",
+    score: 11.4,
+    costPerPass: 0,
+    unpriced: true,
+    serving: "Self-hosted · llama.cpp Q8",
+  },
+  {
+    id: "granite-4-1-8b",
+    label: "Granite 4.1 8B",
+    provider: "IBM",
+    score: 18.5,
+    costPerPass: 0.01,
+  },
+  { id: "lfm-2-5-2-6b", label: "LFM 2.5 2.6B", provider: "Liquid", score: 4.3, costPerPass: 0 },
+] as const;
+
+/** Low-validity compact/local models hidden in the chart's editorial default.
+ * They remain present in tables and downloads, and selecting any of them
+ * expands the chart to the full 0–100% validity range. */
+export const MODEL_BOARD_DEFAULT_HIDDEN_IDS = [
+  "gemma-4-26b-a4b",
+  "diffusion-gemma-26b-a4b",
+  "ling-3-tiny",
+  "granite-4-1-8b",
+  "lfm-2-5-2-6b",
+] as const;
+
+export const modelBoardDefaultSelected = (modelId: string) =>
+  !MODEL_BOARD_DEFAULT_HIDDEN_IDS.includes(modelId as never);
+
+export type ModelBoardPoint = (typeof OPENUI_MODEL_BOARD)[number];
+export type ModelBoardProvider = ModelBoardPoint["provider"];
+export const modelBoardCostPerTask = (point: ModelBoardPoint) => point.costPerPass / BRIEFS;
+
+/**
+ * Explicit family membership for the model-board lines. Keeping this beside
+ * the measurements makes the relationship available to tables, data exports
+ * and agents instead of leaving it encoded only in SVG geometry.
+ */
+export const MODEL_BOARD_FAMILIES = [
+  {
+    id: "gpt-5-6",
+    label: "GPT-5.6",
+    provider: "OpenAI",
+    models: ["gpt-5-6-sol", "gpt-5-6-terra", "gpt-5-6-luna"],
+  },
+  {
+    id: "claude",
+    label: "Claude",
+    provider: "Anthropic",
+    models: ["claude-opus-5", "claude-opus-4-8", "claude-sonnet-5", "claude-sonnet-4-6"],
+  },
+  {
+    id: "gemini-flash",
+    label: "Gemini Flash",
+    provider: "Google",
+    models: ["gemini-3-7-flash", "gemini-3-6-flash", "gemini-3-5-flash-lite"],
+  },
+  {
+    id: "gemma-4",
+    label: "Gemma 4",
+    provider: "Google",
+    models: ["gemma-4-31b", "gemma-4-26b-a4b"],
+  },
+  {
+    id: "qwen-3-8",
+    label: "Qwen3.8",
+    provider: "Alibaba",
+    models: ["qwen-3-8-2-4t", "qwen-3-8-27b"],
+  },
+  {
+    id: "qwen-3-6",
+    label: "Qwen3.6",
+    provider: "Alibaba",
+    models: ["qwen-3-6-27b", "qwen-3-6-35b-a3b"],
+  },
+  {
+    id: "deepseek-v4",
+    label: "DeepSeek V4",
+    provider: "DeepSeek",
+    models: ["deepseek-v4-pro", "deepseek-v4-flash"],
+  },
+  {
+    id: "inkling",
+    label: "Inkling",
+    provider: "Thinking Machines",
+    models: ["inkling", "inkling-small"],
+  },
+] as const satisfies ReadonlyArray<{
+  id: string;
+  label: string;
+  provider: ModelBoardProvider;
+  models: readonly string[];
+}>;
+
+export const modelBoardFamilyFor = (modelId: string) =>
+  MODEL_BOARD_FAMILIES.find((family) => family.models.includes(modelId as never));
+
+export const modelBoardFrontier = () =>
+  OPENUI_MODEL_BOARD.filter(
+    (point) =>
+      !("unpriced" in point) &&
+      !OPENUI_MODEL_BOARD.some(
+        (other) =>
+          other !== point &&
+          !("unpriced" in other) &&
+          modelBoardCostPerTask(other) <= modelBoardCostPerTask(point) &&
+          other.score >= point.score &&
+          (modelBoardCostPerTask(other) < modelBoardCostPerTask(point) ||
+            other.score > point.score),
+      ),
+  ).sort((a, b) => modelBoardCostPerTask(b) - modelBoardCostPerTask(a));
+
+/* ------------------------------------------------------------------ */
+/* 6. Production: failure taxonomy + repair                            */
+/* ------------------------------------------------------------------ */
+
+/** Share of production failures by family, from a 15-day OpenUI Cloud parser
+ *  log of 1,285 failed generations. */
+export const failureTaxonomy = [
+  { family: "No valid root (often truncation-related)", share: 44 },
+  { family: "Reference graph (dangling or orphaned refs)", share: 36 },
+  { family: "Enum, type and argument errors", share: 16 },
+  { family: "Truncation", share: 4 },
+];
+
+/** A recent week of OpenUI Cloud streaming traffic. The upstream record is a
+ *  set of rates, not a count of individual generations, so everything derived
+ *  from it stays a rate. Same source as the numbers in the blog post. */
+export const production = {
+  /** % of streaming generations that trip validation on the first pass. */
+  triggerRate: 7,
+  /** % of those first-pass failures the sanitizer recovers. */
+  repairedShare: 88,
+  /** % of all streaming requests that reach a user broken. */
+  userVisibleShare: 0.9,
+};
+
+/**
+ * The repair funnel exactly as the blog post describes it, read as shares of
+ * ALL streaming generations rather than of the failures alone — the earlier
+ * failure-based framing read as though 12% of screens showed an error.
+ *
+ * Three layers, in the order traffic meets them: the parser absorbs cosmetic
+ * breakage before validation (no model call), validation catches the genuine
+ * structural errors, and a small sanitizer model repairs most of those.
+ */
+export const repairFunnel = {
+  stages: [
+    {
+      id: "all",
+      label: "All generations",
+      share: 100,
+      fix: "Parser fixes syntax issues first",
+      llm: false,
+    },
+    {
+      id: "failed",
+      label: "Fail validation",
+      share: production.triggerRate,
+      fix: "Structural issues like dangling refs and bad enums",
+      llm: false,
+    },
+    {
+      id: "broken",
+      label: "Reach a user broken",
+      share: production.userVisibleShare,
+      fix: `${production.repairedShare}% are repaired via incremental editing`,
+      llm: true,
+    },
+  ],
+};
+
+export const repairedShare = () => production.repairedShare;
+
+/** Compound: a screen fails validation AND survives repair. */
+export const userVisibleFailureRate = () => production.userVisibleShare;
+
+/* ------------------------------------------------------------------ */
+/* Confounds — these belong in chart footnotes, not an appendix        */
+/* ------------------------------------------------------------------ */
+
+export const CONFOUNDS = {
+  promptConditions:
+    "One condition for all models and formats. Each format uses the system prompt generated by its own SDK, and all three carry the same two worked examples. The 70-component protocol catalogs are checked against one shared reference catalog.",
+  attachRule:
+    "Prompt content moves these numbers about as much as format choice does: one rule telling the model to attach every component it defines was worth 13 points to OpenUI on Kimi in earlier runs.",
+  scoring:
+    "Scoring is each SDK's own shipped code plus one shared structural-validation layer with a component-count floor; the layer credits json-render's native children slot wherever a component's single ref prop allows it, and consumes A2UI validation errors its itemized checks would miss.",
+  firstParty: "We built OpenUI. Read this as a first-party benchmark with everything disclosed.",
+};
+
+/* ------------------------------------------------------------------ */
+/* 7. Generation speed — the older token benchmark                     */
+/* ------------------------------------------------------------------ */
+
+/**
+ * A SEPARATE, EARLIER benchmark (benchmarks/README.md). Do not splice its
+ * numbers into the 46-brief run above: different scenarios, one model, and a
+ * different set of competitors — YAML and Thesys C1 JSON instead of A2UI.
+ *
+ * Method, stated plainly because it is not a timing benchmark: one OpenUI
+ * generation per scenario from GPT-5.2 at temperature 0, parsed to an AST, then
+ * projected losslessly into the other three encodings of the SAME screen.
+ * Tokens counted with tiktoken (gpt-5 encoder). "Decode time" is arithmetic on
+ * those token counts at a fixed 60 tokens/second — a model-independent way to
+ * read the size difference as time, NOT a wall-clock measurement.
+ */
+export const DECODE_TOKENS_PER_SECOND = 60;
+
+export const SPEED_FORMATS = [
+  { id: "openuiLang", label: "OpenUI", slot: 1 },
+  { id: "c1Json", label: "Thesys C1 JSON", slot: 3 },
+  { id: "jsonRenderPatch", label: "json-render", slot: 3 },
+  { id: "yamlSpec", label: "YAML", slot: 3 },
+] as const;
+
+export type SpeedFormatId = (typeof SPEED_FORMATS)[number]["id"];
+
+export const speedScenarios: Array<{ scenario: string } & Record<SpeedFormatId, number>> = [
+  { scenario: "simple-table", openuiLang: 148, c1Json: 357, jsonRenderPatch: 340, yamlSpec: 316 },
+  {
+    scenario: "chart-with-data",
+    openuiLang: 231,
+    c1Json: 516,
+    jsonRenderPatch: 520,
+    yamlSpec: 464,
+  },
+  { scenario: "contact-form", openuiLang: 294, c1Json: 849, jsonRenderPatch: 893, yamlSpec: 762 },
+  {
+    scenario: "dashboard",
+    openuiLang: 1_226,
+    c1Json: 2_261,
+    jsonRenderPatch: 2_247,
+    yamlSpec: 2_128,
+  },
+  {
+    scenario: "pricing-page",
+    openuiLang: 1_195,
+    c1Json: 2_379,
+    jsonRenderPatch: 2_487,
+    yamlSpec: 2_230,
+  },
+  {
+    scenario: "settings-panel",
+    openuiLang: 540,
+    c1Json: 1_205,
+    jsonRenderPatch: 1_244,
+    yamlSpec: 1_077,
+  },
+  {
+    scenario: "e-commerce-product",
+    openuiLang: 1_166,
+    c1Json: 2_381,
+    jsonRenderPatch: 2_449,
+    yamlSpec: 2_145,
+  },
+];
+
+export const speedTotal = (id: SpeedFormatId) => speedScenarios.reduce((n, r) => n + r[id], 0);
+
+/** Seconds to decode all seven screens at the fixed rate. */
+export const speedSeconds = (id: SpeedFormatId) => speedTotal(id) / DECODE_TOKENS_PER_SECOND;
+
+/** How much smaller OpenUI is than `id`, as a percentage. */
+export const speedSavingVs = (id: SpeedFormatId) =>
+  (1 - speedTotal("openuiLang") / speedTotal(id)) * 100;
+
+/* ------------------------------------------------------------------ */
+/* 8. The frontier — cost against reliability, one point per pairing    */
+/* ------------------------------------------------------------------ */
+
+/**
+ * The composite axis, stated so it can be argued with: a screen is only useful
+ * if it renders AND carries what was asked for, but the two failures are not
+ * equally bad — a blank screen is worse than a screen missing one of twelve
+ * requirements. 70/30 completion/renderable is a judgement, not a measurement,
+ * which is why the page ships the completion-only axis as the default.
+ */
+export const COMPOSITE_WEIGHTS = { complete: 0.7, renderable: 0.3 };
+
+export const compositeScore = (modelId: ModelId, id: FormatId) => {
+  const c = runCounts[modelId][id];
+  return (
+    COMPOSITE_WEIGHTS.complete * (c.complete / c.runs) * 100 +
+    COMPOSITE_WEIGHTS.renderable * (c.renderable / c.runs) * 100
+  );
+};
+
+export type FrontierAxis = "completion" | "composite";
+
+export type FrontierPoint = {
+  model: ModelId;
+  format: FormatId;
+  /** USD per 1,000 screens at list prices. */
+  cost: number;
+  /** Reliability on the selected axis, 0–100. */
+  score: number;
+  /** True when some other pairing is at least as reliable and no dearer. */
+  dominated: boolean;
+};
+
+/**
+ * One point per priced model × format. Sol is absent throughout: OpenAI
+ * publishes no per-token price for it, and a frontier drawn against a guessed
+ * price is not a frontier.
+ */
+export const frontierPoints = (
+  axis: FrontierAxis = "completion",
+  models: readonly ModelId[] = COST_MODELS,
+  formats: readonly FormatId[] = FORMAT_ORDER,
+): FrontierPoint[] => {
+  const pts = models
+    .filter((m) => costPerPass[m])
+    .flatMap((m) =>
+      formats.map((f) => ({
+        model: m,
+        format: f,
+        cost: costPer1kScreens(m, f),
+        score: axis === "completion" ? completionByModel[m][f] : compositeScore(m, f),
+      })),
+    );
+  return pts.map((p) => ({
+    ...p,
+    dominated: pts.some(
+      (q) =>
+        q !== p && q.cost <= p.cost && q.score >= p.score && (q.cost < p.cost || q.score > p.score),
+    ),
+  }));
+};
+
+/** Non-dominated points, cheapest first — the staircase the line is drawn through. */
+export const frontierLine = (...args: Parameters<typeof frontierPoints>) =>
+  frontierPoints(...args)
+    .filter((p) => !p.dominated)
+    .sort((a, b) => a.cost - b.cost);
+
+/* ------------------------------------------------------------------ */
+/* 9. Page metadata and changelog                                      */
+/* ------------------------------------------------------------------ */
+
+export const BENCHMARK_VERSION = "v1";
+export const BENCHMARK_UPDATED = "18 Aug 2026";
+
+export const BENCHMARK_REPOSITORY = "https://github.com/thesysdev/generative-ui-bench";
+export const PUBLISHED_SCORER_TAG = "scorer-v1-lang-core-0.2.11";
+export const PUBLISHED_REPO_ROOT = `${BENCHMARK_REPOSITORY}/tree/${PUBLISHED_SCORER_TAG}`;
+export const LATEST_REPO_ROOT = `${BENCHMARK_REPOSITORY}/tree/main`;
+export const LINKS = {
+  rawData: `${PUBLISHED_REPO_ROOT}/results`,
+  rawOutputs: `${PUBLISHED_REPO_ROOT}/raw`,
+  harness: PUBLISHED_REPO_ROOT,
+  briefs: `${PUBLISHED_REPO_ROOT}/briefs/briefs.ts`,
+  catalog: `${PUBLISHED_REPO_ROOT}/catalog/public-catalog.json`,
+  latestHarness: LATEST_REPO_ROOT,
+  latestReadme: `${LATEST_REPO_ROOT}/README.md`,
+  speedHarness: "https://github.com/thesysdev/openui/tree/main/benchmarks",
+  dispute: "https://github.com/thesysdev/openui/issues/new",
+};
+
+export const CHANGELOG = [
+  {
+    date: "18 Aug 2026",
+    version: "v1",
+    entries: [
+      "First published run: 46 briefs, 6 models, 3 formats, 4 generations per brief — 1,104 scored runs per format.",
+      "Uniform condition across every model and format. Gemini's A2UI and json-render legs were generated at 10 repeats before the 4-generation rule was settled; the scored set is the first 4 by a fixed rule, not by outcome.",
+      "Density bands recomputed from the per-run verdicts rather than carried over from an earlier chart.",
+      "An extra Terra run is committed but excluded from every average — one seat per company.",
+    ],
+  },
+];
+
+export const REFRESH_POLICY =
+  "Re-run on a frontier model release, and whenever a format ships a new major version of its SDK. Every re-run gets a changelog entry and a version bump; superseded numbers stay in git history rather than being edited away.";
diff --git a/docs/mdx-components.tsx b/docs/mdx-components.tsx
index 8c97db501..647199e39 100644
--- a/docs/mdx-components.tsx
+++ b/docs/mdx-components.tsx
@@ -1,3 +1,10 @@
+import {
+  BlankScreens,
+  CompletionByModel,
+  CostPerPass,
+  TokenOverhead,
+} from "@/components/charts/benchmark-charts";
+import { CompletionByDensity } from "@/components/charts/completion-by-density";
 import { FakeVisual } from "@/components/fake-visual";
 import { Mermaid } from "@/components/mermaid";
 import { TweetEmbed } from "@/components/tweet-embed";
@@ -11,6 +18,11 @@ export function getMDXComponents(components?: MDXComponents): MDXComponents {
     ...TabsComponents,
     TweetEmbed,
     FakeVisual,
+    CompletionByModel,
+    CompletionByDensity,
+    BlankScreens,
+    TokenOverhead,
+    CostPerPass,
     Mermaid,
     ...components,
   };
diff --git a/docs/next.config.mjs b/docs/next.config.mjs
index 658ad90df..4161dda9e 100644
--- a/docs/next.config.mjs
+++ b/docs/next.config.mjs
@@ -96,6 +96,18 @@ const config = {
         destination: "/blog/beyond-the-chatbar",
         permanent: true,
       },
+      // Preserve the founder-shared singular spelling while keeping one
+      // canonical benchmark namespace for search engines and agents.
+      {
+        source: "/benchmark/framework",
+        destination: "/benchmarks/framework",
+        permanent: true,
+      },
+      {
+        source: "/benchmark/language",
+        destination: "/benchmarks/language",
+        permanent: true,
+      },
     ];
   },
   async rewrites() {
diff --git a/docs/package.json b/docs/package.json
index 7ea3dbedc..62eae94c8 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -12,7 +12,10 @@
     "postinstall": "fumadocs-mdx",
     "lint": "eslint",
     "format:fix": "prettier --write .",
-    "format:check": "prettier --check ."
+    "format:check": "prettier --check .",
+    "check:benchmark-agents": "node scripts/check-benchmark-agent-readability.mjs && node scripts/check-benchmark-answer-contracts.mjs",
+    "check:benchmark-answer-contracts": "node scripts/check-benchmark-answer-contracts.mjs",
+    "audit:benchmark-publication": "node scripts/audit-benchmark-publication.mjs"
   },
   "dependencies": {
     "@openuidev/cli": "workspace:*",
diff --git a/docs/public/brand-icons/alibaba.svg b/docs/public/brand-icons/alibaba.svg
new file mode 100644
index 000000000..e0a1e9d1f
--- /dev/null
+++ b/docs/public/brand-icons/alibaba.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Alibaba Cloud</title><path d="M3.996 4.517h5.291L8.01 6.324 4.153 7.506a1.668 1.668 0 0 0-1.165 1.601v5.786a1.668 1.668 0 0 0 1.165 1.6l3.857 1.183 1.277 1.807H3.996A3.996 3.996 0 0 1 0 15.487V8.513a3.996 3.996 0 0 1 3.996-3.996m16.008 0h-5.291l1.277 1.807 3.857 1.182c.715.227 1.17.889 1.165 1.601v5.786a1.668 1.668 0 0 1-1.165 1.6l-3.857 1.183-1.277 1.807h5.291A3.996 3.996 0 0 0 24 15.487V8.513a3.996 3.996 0 0 0-3.996-3.996m-4.007 8.345H8.002v-1.804h7.995Z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/anthropic.svg b/docs/public/brand-icons/anthropic.svg
new file mode 100644
index 000000000..c917480d3
--- /dev/null
+++ b/docs/public/brand-icons/anthropic.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Anthropic</title><path d="M17.3041 3.541h-3.6718l6.696 16.918H24Zm-10.6082 0L0 20.459h3.7442l1.3693-3.5527h7.0052l1.3693 3.5528h3.7442L10.5363 3.5409Zm-.3712 10.2232 2.2914-5.9456 2.2914 5.9456Z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/gemini.svg b/docs/public/brand-icons/gemini.svg
new file mode 100644
index 000000000..765adb088
--- /dev/null
+++ b/docs/public/brand-icons/gemini.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Google Gemini</title><path d="M11.04 19.32Q12 21.51 12 24q0-2.49.93-4.68.96-2.19 2.58-3.81t3.81-2.55Q21.51 12 24 12q-2.49 0-4.68-.93a12.3 12.3 0 0 1-3.81-2.58 12.3 12.3 0 0 1-2.58-3.81Q12 2.49 12 0q0 2.49-.96 4.68-.93 2.19-2.55 3.81a12.3 12.3 0 0 1-3.81 2.58Q2.49 12 0 12q2.49 0 4.68.96 2.19.93 3.81 2.55t2.55 3.81"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/google.svg b/docs/public/brand-icons/google.svg
new file mode 100644
index 000000000..2eaf91554
--- /dev/null
+++ b/docs/public/brand-icons/google.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Google</title><path d="M12.48 10.92v3.28h7.84c-.24 1.84-.853 3.187-1.787 4.133-1.147 1.147-2.933 2.4-6.053 2.4-4.827 0-8.6-3.893-8.6-8.72s3.773-8.72 8.6-8.72c2.6 0 4.507 1.027 5.907 2.347l2.307-2.307C18.747 1.44 16.133 0 12.48 0 5.867 0 .307 5.387.307 12s5.56 12 12.173 12c3.573 0 6.267-1.173 8.373-3.36 2.16-2.16 2.84-5.213 2.84-7.667 0-.76-.053-1.467-.173-2.053H12.48z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/kimi.svg b/docs/public/brand-icons/kimi.svg
new file mode 100644
index 000000000..815a87a0e
--- /dev/null
+++ b/docs/public/brand-icons/kimi.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Kimi</title><path d="M21.765.351C22.998.351 24 1.353 24 2.586S22.998 4.82 21.765 4.82h-1.974c-.15 0-.26-.12-.26-.26V2.586A2.237 2.237 0 0 1 21.765.35M9.41 13.388l8.447-8.377c.16-.16.07-.471-.14-.471h-4.55s-.1.02-.14.06l-9.099 9.029c-.14.14-.35.02-.35-.21V4.81c0-.15-.1-.27-.221-.27H.22c-.12 0-.22.12-.22.27v18.57c0 .15.1.27.22.27h3.137c.12 0 .22-.12.22-.27v-3.79c0-.08.03-.16.08-.21l2.826-2.796c.07-.07.16-.08.241-.03l7.546 5.551a8.9 8.9 0 0 0 4.018 1.493c.12.01.23-.11.23-.27V19.76c0-.14-.08-.25-.19-.26a5.8 5.8 0 0 1-2.355-.942l-6.533-4.73c-.14-.09-.15-.32-.03-.441"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/meta.svg b/docs/public/brand-icons/meta.svg
new file mode 100644
index 000000000..d9a1631d1
--- /dev/null
+++ b/docs/public/brand-icons/meta.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.915 4.03c-1.968 0-3.683 1.28-4.871 3.113C.704 9.208 0 11.883 0 14.449c0 .706.07 1.369.21 1.973a6.624 6.624 0 0 0 .265.86 5.297 5.297 0 0 0 .371.761c.696 1.159 1.818 1.927 3.593 1.927 1.497 0 2.633-.671 3.965-2.444.76-1.012 1.144-1.626 2.663-4.32l.756-1.339.186-.325c.061.1.121.196.183.3l2.152 3.595c.724 1.21 1.665 2.556 2.47 3.314 1.046.987 1.992 1.22 3.06 1.22 1.075 0 1.876-.355 2.455-.843a3.743 3.743 0 0 0 .81-.973c.542-.939.861-2.127.861-3.745 0-2.72-.681-5.357-2.084-7.45-1.282-1.912-2.957-2.93-4.716-2.93-1.047 0-2.088.467-3.053 1.308-.652.57-1.257 1.29-1.82 2.05-.69-.875-1.335-1.547-1.958-2.056-1.182-.966-2.315-1.303-3.454-1.303zm10.16 2.053c1.147 0 2.188.758 2.992 1.999 1.132 1.748 1.647 4.195 1.647 6.4 0 1.548-.368 2.9-1.839 2.9-.58 0-1.027-.23-1.664-1.004-.496-.601-1.343-1.878-2.832-4.358l-.617-1.028a44.908 44.908 0 0 0-1.255-1.98c.07-.109.141-.224.211-.327 1.12-1.667 2.118-2.602 3.358-2.602zm-10.201.553c1.265 0 2.058.791 2.675 1.446.307.327.737.871 1.234 1.579l-1.02 1.566c-.757 1.163-1.882 3.017-2.837 4.338-1.191 1.649-1.81 1.817-2.486 1.817-.524 0-1.038-.237-1.383-.794-.263-.426-.464-1.13-.464-2.046 0-2.221.63-4.535 1.66-6.088.454-.687.964-1.226 1.533-1.533a2.264 2.264 0 0 1 1.088-.285z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/moonshot.svg b/docs/public/brand-icons/moonshot.svg
new file mode 100644
index 000000000..2326a38f2
--- /dev/null
+++ b/docs/public/brand-icons/moonshot.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Moonshot AI</title><path d="m1.053 16.91 9.538 2.55a21 20.981 0 0 0 .06 2.031l5.956 1.592a12 11.99 0 0 1-15.554-6.172m-1.02-5.79 11.352 3.035a21 20.981 0 0 0-.469 2.01l10.817 2.89a12 11.99 0 0 1-1.845 2.004L.658 15.918a12 11.99 0 0 1-.625-4.796m1.593-5.146L13.573 9.17a21 20.981 0 0 0-1.01 1.874l11.297 3.02a21 20.981 0 0 1-.67 2.362l-11.55-3.087L.125 10.26a12 11.99 0 0 1 1.499-4.285ZM6.067 1.58l11.285 3.016a21 20.981 0 0 0-1.688 1.719l7.824 2.091a21 20.981 0 0 1 .513 2.664L2.107 5.218a12 11.99 0 0 1 3.96-3.638M21.68 4.866 7.222 1.003A12 11.99 0 0 1 21.68 4.866"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/openai-mono.svg b/docs/public/brand-icons/openai-mono.svg
new file mode 100644
index 000000000..ebbdab0ec
--- /dev/null
+++ b/docs/public/brand-icons/openai-mono.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M22.2819 9.8211a5.9847 5.9847 0 0 0-.5157-4.9108 6.0462 6.0462 0 0 0-6.5098-2.9A6.0651 6.0651 0 0 0 4.9807 4.1818a5.9847 5.9847 0 0 0-3.9977 2.9 6.0462 6.0462 0 0 0 .7427 7.0966 5.98 5.98 0 0 0 .511 4.9107 6.051 6.051 0 0 0 6.5146 2.9001A5.9847 5.9847 0 0 0 13.2599 24a6.0557 6.0557 0 0 0 5.7718-4.2058 5.9894 5.9894 0 0 0 3.9977-2.9001 6.0557 6.0557 0 0 0-.7475-7.0729zm-9.022 12.6081a4.4755 4.4755 0 0 1-2.8764-1.0408l.1419-.0804 4.7783-2.7582a.7948.7948 0 0 0 .3927-.6813v-6.7369l2.02 1.1686a.071.071 0 0 1 .038.052v5.5826a4.504 4.504 0 0 1-4.4945 4.4944zm-9.6607-4.1254a4.4708 4.4708 0 0 1-.5346-3.0137l.142.0852 4.783 2.7582a.7712.7712 0 0 0 .7806 0l5.8428-3.3685v2.3324a.0804.0804 0 0 1-.0332.0615L9.74 19.9502a4.4992 4.4992 0 0 1-6.1408-1.6464zM2.3408 7.8956a4.485 4.485 0 0 1 2.3655-1.9728V11.6a.7664.7664 0 0 0 .3879.6765l5.8144 3.3543-2.0201 1.1685a.0757.0757 0 0 1-.071 0l-4.8303-2.7865A4.504 4.504 0 0 1 2.3408 7.872zm16.5963 3.8558L13.1038 8.364 15.1192 7.2a.0757.0757 0 0 1 .071 0l4.8303 2.7913a4.4944 4.4944 0 0 1-.6765 8.1042v-5.6772a.79.79 0 0 0-.407-.667zm2.0107-3.0231l-.142-.0852-4.7735-2.7818a.7759.7759 0 0 0-.7854 0L9.409 9.2297V6.8974a.0662.0662 0 0 1 .0284-.0615l4.8303-2.7866a4.4992 4.4992 0 0 1 6.6802 4.66zM8.3065 12.863l-2.02-1.1638a.0804.0804 0 0 1-.038-.0567V6.0742a4.4992 4.4992 0 0 1 7.3757-3.4537l-.142.0805L8.704 5.459a.7948.7948 0 0 0-.3927.6813zm1.0976-2.3654l2.602-1.4998 2.6069 1.4998v2.9994l-2.5974 1.4997-2.6067-1.4997Z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/qwen.svg b/docs/public/brand-icons/qwen.svg
new file mode 100644
index 000000000..3536484da
--- /dev/null
+++ b/docs/public/brand-icons/qwen.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>QWen</title><path d="M23.919 14.545 20.817 9.17l1.47-2.544a.56.56 0 0 0 0-.566l-1.633-2.83a.57.57 0 0 0-.49-.283h-6.207L12.487.402a.57.57 0 0 0-.49-.284H8.732a.56.56 0 0 0-.49.284L5.139 5.775h-2.94a.56.56 0 0 0-.49.284L.077 8.887a.56.56 0 0 0 0 .567L3.18 14.83l-1.47 2.545a.56.56 0 0 0 0 .566l1.634 2.83a.57.57 0 0 0 .49.283h6.205l1.47 2.545a.57.57 0 0 0 .49.284h3.266a.57.57 0 0 0 .49-.284l3.104-5.375h2.94a.57.57 0 0 0 .49-.283l1.634-2.828a.55.55 0 0 0-.004-.568M8.733.686l1.634 2.828-1.634 2.828H21.8L20.164 9.17H7.425L5.63 6.06Zm1.306 19.801-6.205-.002 1.634-2.83h3.265L2.201 6.344h3.267q3.182 5.517 6.367 11.032zm10.124-5.66L18.53 12l-6.532 11.315-1.634-2.83c2.129-3.673 4.25-7.351 6.373-11.028h3.592l3.102 5.374z"/></svg>
\ No newline at end of file
diff --git a/docs/public/brand-icons/vercel.svg b/docs/public/brand-icons/vercel.svg
new file mode 100644
index 000000000..821ecfff2
--- /dev/null
+++ b/docs/public/brand-icons/vercel.svg
@@ -0,0 +1 @@
+<svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Vercel</title><path d="m12 1.608 12 20.784H0Z"/></svg>
\ No newline at end of file
diff --git a/docs/public/images/blog/generative-ui-benchmark.png b/docs/public/images/blog/generative-ui-benchmark.png
new file mode 100644
index 000000000..c52f33664
Binary files /dev/null and b/docs/public/images/blog/generative-ui-benchmark.png differ
diff --git a/docs/scripts/audit-benchmark-publication.mjs b/docs/scripts/audit-benchmark-publication.mjs
new file mode 100644
index 000000000..8dc02cee3
--- /dev/null
+++ b/docs/scripts/audit-benchmark-publication.mjs
@@ -0,0 +1,93 @@
+const baseUrl = (process.env.BENCHMARK_BASE_URL ?? "http://localhost:3067").replace(/\/$/, "");
+
+const assert = (condition, message) => {
+  if (!condition) throw new Error(message);
+};
+
+const crawlerAgents = [
+  ["Googlebot", "Mozilla/5.0 (compatible; Googlebot/2.1; +http://www.google.com/bot.html)"],
+  ["Bingbot", "Mozilla/5.0 (compatible; bingbot/2.0; +http://www.bing.com/bingbot.htm)"],
+  ["OAI-SearchBot", "OAI-SearchBot/1.0; +https://openai.com/searchbot"],
+];
+
+const challengeMarkers = [
+  "cf-chl-",
+  "Just a moment...",
+  "Enable JavaScript and cookies to continue",
+  "Attention Required! | Cloudflare",
+];
+
+const fetchPath = async (path, userAgent) => {
+  const response = await fetch(`${baseUrl}${path}`, {
+    headers: userAgent ? { "User-Agent": userAgent } : undefined,
+    redirect: "follow",
+  });
+  const text = await response.text();
+  assert(response.ok, `${path} returned ${response.status}`);
+  assert(
+    !challengeMarkers.some((marker) => text.includes(marker)),
+    `${path} returned an interstitial or bot challenge`,
+  );
+  return { response, text };
+};
+
+const { text: robots } = await fetchPath("/robots.txt");
+assert(robots.toLowerCase().includes("allow: /"), "robots.txt does not explicitly allow crawling");
+assert(!/disallow:\s*\/benchmarks(?:\s|$)/i.test(robots), "robots.txt disallows /benchmarks");
+
+for (const [name, userAgent] of crawlerAgents) {
+  const { text: html } = await fetchPath("/benchmarks", userAgent);
+  assert(html.includes("Generative UI"), `${name} cannot see the benchmark heading`);
+  assert(html.includes('"@type":"Dataset"'), `${name} cannot see Dataset JSON-LD`);
+  assert(html.includes('rel="canonical"'), `${name} cannot see the canonical link`);
+  assert(html.includes("View chart data"), `${name} cannot see server-rendered chart data`);
+  assert(
+    html.includes("Model comparison data") && html.includes("Format comparison data"),
+    `${name} cannot see both tab datasets`,
+  );
+
+  const { text: languageHtml } = await fetchPath("/benchmarks/language", userAgent);
+  assert(
+    languageHtml.includes("OpenUI language and model benchmark"),
+    `${name} cannot see the language benchmark`,
+  );
+  assert(languageHtml.includes('"@type":"Dataset"'), `${name} cannot see language Dataset JSON-LD`);
+
+  const { text: frameworkHtml } = await fetchPath("/benchmarks/framework", userAgent);
+  assert(
+    frameworkHtml.includes("Generative UI framework benchmark"),
+    `${name} cannot see the framework benchmark`,
+  );
+  assert(
+    frameworkHtml.includes('"@type":"Dataset"'),
+    `${name} cannot see framework Dataset JSON-LD`,
+  );
+}
+
+const endpointChecks = [
+  ["/benchmarks/data.json", "application/json"],
+  ["/benchmarks/data.schema.json", "application/schema+json"],
+  ["/benchmarks/data.csv", "text/csv"],
+  ["/benchmarks/agent.md", "text/markdown"],
+  ["/benchmarks/methodology", "text/html"],
+  ["/benchmarks/language", "text/html"],
+  ["/benchmarks/language/data.json", "application/json"],
+  ["/benchmarks/language/data.csv", "text/csv"],
+  ["/benchmarks/language/agent.md", "text/markdown"],
+  ["/benchmarks/framework", "text/html"],
+  ["/benchmarks/framework/data.json", "application/json"],
+  ["/benchmarks/framework/data.csv", "text/csv"],
+  ["/benchmarks/framework/agent.md", "text/markdown"],
+  ["/llms.txt", "text/plain"],
+  ["/sitemap.xml", "application/xml"],
+];
+
+for (const [path, contentType] of endpointChecks) {
+  const { response } = await fetchPath(path, crawlerAgents[2][1]);
+  assert(
+    response.headers.get("content-type")?.includes(contentType),
+    `${path} has unexpected content type: ${response.headers.get("content-type")}`,
+  );
+}
+
+console.log(`Benchmark publication audit passed for ${baseUrl}.`);
diff --git a/docs/scripts/check-benchmark-agent-readability.mjs b/docs/scripts/check-benchmark-agent-readability.mjs
new file mode 100644
index 000000000..2ade73ae0
--- /dev/null
+++ b/docs/scripts/check-benchmark-agent-readability.mjs
@@ -0,0 +1,180 @@
+const baseUrl = process.env.BENCHMARK_BASE_URL ?? "http://localhost:3067";
+
+const assert = (condition, message) => {
+  if (!condition) throw new Error(message);
+};
+
+const fetchText = async (path) => {
+  const response = await fetch(`${baseUrl}${path}`);
+  assert(response.ok, `${path} returned ${response.status}`);
+  return { response, text: await response.text() };
+};
+
+const { text: html } = await fetchText("/benchmarks");
+assert(html.includes('"@type":"Dataset"'), "Benchmark page is missing Dataset JSON-LD");
+assert(html.includes('rel="canonical"'), "Benchmark page is missing a canonical link");
+assert(html.includes("/benchmarks/data.json"), "Benchmark page does not advertise JSON data");
+assert(html.includes("/benchmarks/data.csv"), "Benchmark page does not advertise CSV data");
+assert(
+  html.includes("/benchmarks/data.schema.json"),
+  "Benchmark page does not advertise its JSON Schema",
+);
+assert(html.includes("/benchmarks/agent.md"), "Benchmark page does not advertise agent Markdown");
+assert(html.includes('role="tabpanel"'), "Chart tabs are missing a tab panel");
+assert(
+  html.includes('aria-controls="benchmark-model-chart-panel"') &&
+    html.includes('aria-controls="benchmark-format-chart-panel"'),
+  "Each chart tab is not linked to its own panel",
+);
+assert(html.includes("View chart data"), "Hero chart is missing its structured data disclosure");
+assert(
+  html.includes("Model comparison data") && html.includes("Format comparison data"),
+  "Both tab datasets must be present in the server-rendered HTML",
+);
+assert(html.includes("View render data"), "Render chart is missing its structured data disclosure");
+assert(html.includes("View token data"), "Token chart is missing its structured data disclosure");
+assert(
+  html.includes("View complexity data"),
+  "Complexity chart is missing its structured data disclosure",
+);
+assert(html.includes("View repair data"), "Repair chart is missing its structured data disclosure");
+assert(
+  html.includes("/benchmarks/language") && html.includes("/benchmarks/framework"),
+  "Benchmark overview does not link to both focused benchmark pages",
+);
+
+const { text: languageHtml } = await fetchText("/benchmarks/language");
+assert(languageHtml.includes('rel="canonical"'), "Language benchmark is missing a canonical link");
+assert(languageHtml.includes('"@type":"Dataset"'), "Language benchmark is missing Dataset JSON-LD");
+assert(languageHtml.includes("All model results"), "Language benchmark is missing its exact table");
+
+const { text: frameworkHtml } = await fetchText("/benchmarks/framework");
+assert(
+  frameworkHtml.includes('rel="canonical"'),
+  "Framework benchmark is missing a canonical link",
+);
+assert(
+  frameworkHtml.includes('"@type":"Dataset"'),
+  "Framework benchmark is missing Dataset JSON-LD",
+);
+assert(
+  frameworkHtml.includes("Results by model and format"),
+  "Framework benchmark is missing its exact table",
+);
+
+const jsonResponse = await fetch(`${baseUrl}/benchmarks/data.json`);
+assert(jsonResponse.ok, `data.json returned ${jsonResponse.status}`);
+assert(
+  jsonResponse.headers.get("content-type")?.includes("application/json"),
+  "data.json has the wrong content type",
+);
+const data = await jsonResponse.json();
+assert(data.schema_version === "1.0.0", "Unexpected benchmark schema version");
+assert(data.$schema.endsWith("/benchmarks/data.schema.json"), "Dataset is missing $schema");
+assert(
+  data.model_board.length === 30,
+  `Expected 30 model-board rows, got ${data.model_board.length}`,
+);
+assert(
+  new Set(data.model_board.map((row) => row.model_id)).size === data.model_board.length,
+  "Model-board IDs are not unique",
+);
+assert(
+  data.model_board
+    .filter((row) => row.cost_type === "self-hosted")
+    .every((row) => row.cost_per_task_usd === null),
+  "Self-hosted cost must be null rather than zero",
+);
+assert(
+  data.model_board.every((row) => row.family_id && row.family_name),
+  "Every model needs explicit family metadata",
+);
+assert(
+  data.model_board.filter((row) => !row.default_selected).length === 5,
+  "Expected five models to be hidden by the chart's default filter",
+);
+assert(
+  data.model_board.every((row) => row.connected_family === false),
+  "Model-family lines should not be encoded as connected",
+);
+assert(data.format_comparison.length === 18, "Expected six models × three formats");
+assert(data.agent_answers.length >= 8, "Expected direct agent answers");
+assert(
+  data.provenance.format_comparison.evidence_status === "published",
+  "Format-comparison provenance is missing",
+);
+assert(
+  data.provenance.model_board.evidence_status === "summary-only" &&
+    data.provenance.model_board.raw_results === null,
+  "Model-board evidence limitations are not explicit",
+);
+
+const { response: schemaResponse, text: schemaText } = await fetchText(
+  "/benchmarks/data.schema.json",
+);
+assert(
+  schemaResponse.headers.get("content-type")?.includes("application/schema+json"),
+  "JSON Schema has the wrong content type",
+);
+const schema = JSON.parse(schemaText);
+assert(schema.$id === data.$schema, "JSON Schema $id does not match dataset $schema");
+
+const { response: csvResponse, text: csv } = await fetchText("/benchmarks/data.csv");
+assert(
+  csvResponse.headers.get("content-type")?.includes("text/csv"),
+  "CSV has the wrong content type",
+);
+assert(csv.trim().split("\n").length === 31, "CSV should contain one header and 30 model rows");
+
+const { response: markdownResponse, text: markdown } = await fetchText("/benchmarks/agent.md");
+assert(
+  markdownResponse.headers.get("content-type")?.includes("text/markdown"),
+  "Agent document has the wrong content type",
+);
+assert(markdown.includes("## OpenUI model board"), "Agent document is missing the model board");
+assert(
+  markdown.includes("Self-hosted cost is unknown"),
+  "Agent document is missing the cost caveat",
+);
+assert(markdown.includes("## Direct answers"), "Agent document is missing direct answers");
+
+const languageDataResponse = await fetch(`${baseUrl}/benchmarks/language/data.json`);
+assert(languageDataResponse.ok, `language data.json returned ${languageDataResponse.status}`);
+const languageData = await languageDataResponse.json();
+assert(languageData.data.length === 30, "Focused language dataset should contain 30 rows");
+assert(
+  languageData.dataset.canonical_url.endsWith("/benchmarks/language"),
+  "Focused language dataset has the wrong canonical URL",
+);
+
+const frameworkDataResponse = await fetch(`${baseUrl}/benchmarks/framework/data.json`);
+assert(frameworkDataResponse.ok, `framework data.json returned ${frameworkDataResponse.status}`);
+const frameworkData = await frameworkDataResponse.json();
+assert(frameworkData.data.length === 18, "Focused framework dataset should contain 18 rows");
+assert(
+  frameworkData.dataset.canonical_url.endsWith("/benchmarks/framework"),
+  "Focused framework dataset has the wrong canonical URL",
+);
+
+const { response: languageMarkdownResponse, text: languageMarkdown } = await fetchText(
+  "/benchmarks/language/agent.md",
+);
+assert(
+  languageMarkdownResponse.headers.get("content-type")?.includes("text/markdown"),
+  "Focused language Markdown has the wrong content type",
+);
+assert(languageMarkdown.includes("## Scope"), "Focused language Markdown is missing scope");
+
+const { response: frameworkMarkdownResponse, text: frameworkMarkdown } = await fetchText(
+  "/benchmarks/framework/agent.md",
+);
+assert(
+  frameworkMarkdownResponse.headers.get("content-type")?.includes("text/markdown"),
+  "Focused framework Markdown has the wrong content type",
+);
+assert(
+  frameworkMarkdown.includes("## Format summary"),
+  "Focused framework Markdown is missing its summary",
+);
+
+console.log("Benchmark agent-readability checks passed.");
diff --git a/docs/scripts/check-benchmark-answer-contracts.mjs b/docs/scripts/check-benchmark-answer-contracts.mjs
new file mode 100644
index 000000000..29d8463e1
--- /dev/null
+++ b/docs/scripts/check-benchmark-answer-contracts.mjs
@@ -0,0 +1,240 @@
+const baseUrl = process.env.BENCHMARK_BASE_URL ?? "http://localhost:3067";
+
+const assert = (condition, message) => {
+  if (!condition) throw new Error(message);
+};
+
+const fetchText = async (path) => {
+  const response = await fetch(`${baseUrl}${path}`);
+  assert(response.ok, `${path} returned ${response.status}`);
+  return { response, text: await response.text() };
+};
+
+const parseCsv = (source) => {
+  const rows = [];
+  let row = [];
+  let cell = "";
+  let quoted = false;
+
+  for (let index = 0; index < source.length; index += 1) {
+    const character = source[index];
+    if (quoted && character === '"' && source[index + 1] === '"') {
+      cell += '"';
+      index += 1;
+    } else if (character === '"') {
+      quoted = !quoted;
+    } else if (character === "," && !quoted) {
+      row.push(cell);
+      cell = "";
+    } else if (character === "\n" && !quoted) {
+      row.push(cell.replace(/\r$/, ""));
+      rows.push(row);
+      row = [];
+      cell = "";
+    } else {
+      cell += character;
+    }
+  }
+
+  if (cell || row.length) {
+    row.push(cell);
+    rows.push(row);
+  }
+
+  const [headers, ...values] = rows.filter((item) => item.some(Boolean));
+  return values.map((item) =>
+    Object.fromEntries(headers.map((header, index) => [header, item[index]])),
+  );
+};
+
+const { response: jsonResponse, text: jsonText } = await fetchText("/benchmarks/data.json");
+const data = JSON.parse(jsonText);
+const { response: schemaResponse, text: schemaText } = await fetchText(
+  "/benchmarks/data.schema.json",
+);
+const schema = JSON.parse(schemaText);
+const { text: csvText } = await fetchText("/benchmarks/data.csv");
+const { text: markdown } = await fetchText("/benchmarks/agent.md");
+const { text: html } = await fetchText("/benchmarks");
+const { text: languageJsonText } = await fetchText("/benchmarks/language/data.json");
+const { text: frameworkJsonText } = await fetchText("/benchmarks/framework/data.json");
+const languageData = JSON.parse(languageJsonText);
+const frameworkData = JSON.parse(frameworkJsonText);
+
+assert(
+  schemaResponse.headers.get("content-type")?.includes("application/schema+json"),
+  "Schema has the wrong content type",
+);
+assert(data.$schema === schema.$id, "Dataset $schema and schema $id do not match");
+assert(
+  jsonResponse.headers.get("link")?.includes('rel="describedby"'),
+  "Dataset response does not advertise its schema",
+);
+assert(
+  schema.required.every((key) => key in data),
+  "Dataset is missing a schema-required root key",
+);
+assert(html.includes("/benchmarks/data.schema.json"), "HTML does not advertise the JSON Schema");
+assert(
+  data.provenance.model_board.evidence_status === "summary-only",
+  "Model-board evidence status must remain explicit until raw evidence is published",
+);
+assert(
+  JSON.stringify(languageData.data) === JSON.stringify(data.model_board),
+  "Focused language dataset differs from the combined model board",
+);
+assert(
+  JSON.stringify(frameworkData.data) === JSON.stringify(data.format_comparison),
+  "Focused framework dataset differs from the combined format comparison",
+);
+assert(
+  JSON.stringify(frameworkData.format_summary) === JSON.stringify(data.format_summary),
+  "Focused framework summary differs from the combined format summary",
+);
+
+const csvRows = parseCsv(csvText);
+assert(csvRows.length === data.model_board.length, "CSV and JSON model counts differ");
+const csvById = new Map(csvRows.map((row) => [row.model_id, row]));
+for (const model of data.model_board) {
+  const csvRow = csvById.get(model.model_id);
+  assert(csvRow, `CSV is missing ${model.model_id}`);
+  assert(csvRow.model_name === model.model_name, `${model.model_id} name differs in CSV`);
+  assert(csvRow.provider === model.provider, `${model.model_id} provider differs in CSV`);
+  assert(
+    Number(csvRow.validity_score_percent) === model.validity_score_percent,
+    `${model.model_id} validity differs in CSV`,
+  );
+  assert(
+    (csvRow.cost_per_task_usd === "" ? null : Number(csvRow.cost_per_task_usd)) ===
+      model.cost_per_task_usd,
+    `${model.model_id} task cost differs in CSV`,
+  );
+  assert(markdown.includes(`| ${model.model_name} |`), `Markdown is missing ${model.model_name}`);
+}
+
+const answerById = new Map(data.agent_answers.map((item) => [item.id, item]));
+const answer = (id) => {
+  const item = answerById.get(id);
+  assert(item, `Missing agent answer: ${id}`);
+  assert(
+    markdown.includes(`### ${item.question}`),
+    `Markdown is missing question: ${item.question}`,
+  );
+  assert(markdown.includes(item.answer), `Markdown answer differs for: ${item.question}`);
+  return item.answer;
+};
+
+const openui = data.format_summary.find((row) => row.format_id === "openui");
+const bestScore = Math.max(...data.model_board.map((row) => row.validity_score_percent));
+const bestModels = data.model_board.filter((row) => row.validity_score_percent === bestScore);
+const cheapestPrompt = [...data.format_summary].sort(
+  (left, right) => left.system_prompt_tokens - right.system_prompt_tokens,
+)[0];
+
+const contracts = [
+  [
+    "scope includes brief count",
+    () => answer("benchmark-scope").includes(`${data.scope.briefs} interface briefs`),
+  ],
+  [
+    "scope includes format count",
+    () => answer("benchmark-scope").includes(`${data.scope.formats} formats`),
+  ],
+  [
+    "scope includes comparison-model count",
+    () => answer("benchmark-scope").includes(`${data.scope.comparison_models} models`),
+  ],
+  [
+    "scope includes model-board count",
+    () => answer("benchmark-scope").includes(`${data.scope.model_board_models} models`),
+  ],
+  [
+    "scope includes total run count",
+    () => answer("benchmark-scope").includes(data.scope.total_scored_runs.toLocaleString("en-US")),
+  ],
+  [
+    "validity answer states parsing requirement",
+    () => answer("valid-definition").includes("must parse"),
+  ],
+  [
+    "validity answer states reference requirement",
+    () => answer("valid-definition").includes("resolve every reference"),
+  ],
+  [
+    "best-score answer contains every tied model",
+    () => bestModels.every((row) => answer("highest-model-validity").includes(row.model_name)),
+  ],
+  [
+    "best-score answer contains measured score",
+    () => answer("highest-model-validity").includes(`${bestScore.toFixed(1)}%`),
+  ],
+  [
+    "OpenUI answer contains validity",
+    () => answer("openui-format-result").includes(`${openui.validity_score_percent.toFixed(1)}%`),
+  ],
+  [
+    "OpenUI answer contains render rate",
+    () => answer("openui-format-result").includes(`${openui.render_rate_percent.toFixed(1)}%`),
+  ],
+  [
+    "OpenUI answer contains blank-screen count",
+    () => answer("openui-format-result").includes(`${openui.blank_screens} blank screen`),
+  ],
+  [
+    "prompt answer identifies the minimum",
+    () => answer("prompt-token-result").includes(`${cheapestPrompt.format_name} used the fewest`),
+  ],
+  [
+    "self-hosted rows use null cost",
+    () =>
+      data.model_board
+        .filter((row) => row.cost_type === "self-hosted")
+        .every((row) => row.cost_per_task_usd === null),
+  ],
+  [
+    "numeric zero is restricted to free rows",
+    () =>
+      data.model_board
+        .filter((row) => row.cost_per_task_usd === 0)
+        .every((row) => row.cost_type === "free"),
+  ],
+  [
+    "cost answer distinguishes null from zero",
+    () =>
+      answer("self-hosted-cost").includes("cost is null") &&
+      answer("self-hosted-cost").includes("numeric zero"),
+  ],
+  [
+    "Pareto answer rejects general ranking",
+    () => answer("pareto-meaning").includes("not a general model ranking"),
+  ],
+  [
+    "family membership references valid models",
+    () =>
+      data.model_families
+        .flatMap((family) => family.models)
+        .every((id) => data.model_board.some((row) => row.model_id === id)),
+  ],
+  [
+    "tab answer names both views",
+    () =>
+      answer("chart-views").includes("Model comparison") &&
+      answer("chart-views").includes("Format comparison"),
+  ],
+  [
+    "tab answer names every compared format",
+    () => ["OpenUI", "A2UI", "json-render"].every((name) => answer("chart-views").includes(name)),
+  ],
+  [
+    "tab answer explains the dynamic validity scale",
+    () => answer("chart-views").includes("20–100%") && answer("chart-views").includes("0–100%"),
+  ],
+  [
+    "exactly five models are hidden by default",
+    () => data.model_board.filter((row) => !row.default_selected).length === 5,
+  ],
+];
+
+for (const [name, check] of contracts) assert(check(), `Answer contract failed: ${name}`);
+
+console.log(`Benchmark answer contracts passed (${contracts.length}/${contracts.length}).`);